From 731288559a2538e55f6cdbc47779810f560108fc Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Wed, 26 Jun 2024 16:14:40 +0100
Subject: [PATCH 01/10] Initial test of removing owmeta...

---
 c302/OpenWormReader.py | 14 +++++++++-----
 c302/__init__.py       | 23 ++++++++++++++---------
 c302/c302_utils.py     |  2 +-
 setup.py               |  1 -
 4 files changed, 24 insertions(+), 16 deletions(-)

diff --git a/c302/OpenWormReader.py b/c302/OpenWormReader.py
index b88f45ca..68a1ad0f 100644
--- a/c302/OpenWormReader.py
+++ b/c302/OpenWormReader.py
@@ -5,11 +5,15 @@
 from c302.NeuroMLUtilities import analyse_connections
 from c302 import print_, MUSCLE_RE
 
-from owmeta_core.bundle import Bundle
-from owmeta_core.context import Context
-from owmeta.neuron import Neuron
-from owmeta.muscle import BodyWallMuscle
-from owmeta.worm import Worm
+try:
+    from owmeta_core.bundle import Bundle
+    from owmeta_core.context import Context
+    from owmeta.neuron import Neuron
+    from owmeta.muscle import BodyWallMuscle
+    from owmeta.worm import Worm
+except:
+    print("owmeta not installed! Cannot run OpenWormReader")
+    exit()
 
 ############################################################
 
diff --git a/c302/__init__.py b/c302/__init__.py
index 581c08b8..89b5ee22 100755
--- a/c302/__init__.py
+++ b/c302/__init__.py
@@ -39,13 +39,18 @@
 
 import collections
 
-from owmeta_core import __version__ as owc_version
-from owmeta_core.bundle import Bundle
-from owmeta_core.context import Context
-from owmeta import __version__ as owmeta_version
-from owmeta.cell import Cell
-from owmeta.neuron import Neuron
-from owmeta.muscle import Muscle
+try:
+    from owmeta_core import __version__ as owc_version
+    from owmeta_core.bundle import Bundle
+    from owmeta_core.context import Context
+    from owmeta import __version__ as owmeta_version
+    from owmeta.cell import Cell
+    from owmeta.neuron import Neuron
+    from owmeta.muscle import Muscle
+    owmeta_installed  = True
+except:
+    print("owmeta not installed! Proceeding anyway...")
+    owmeta_installed  = False
 
 try:
     from urllib2 import URLError  # Python 2
@@ -618,8 +623,8 @@ def generate(net_id,
     info = "\n\nParameters and setting used to generate this network:\n\n"+\
            "    Data reader:                    %s\n" % data_reader+\
            "    c302 version:                   %s\n" % __version__+\
-           "    owmeta version:                 %s\n" % owmeta_version+\
-           "    owmeta_core version:            %s\n" % owc_version+\
+           "    owmeta version:                 %s\n" % ('<not installed>' if not owmeta_installed else owmeta_version) +\
+           "    owmeta_core version:            %s\n" % ('<not installed>' if not owmeta_installed else owc_version) +\
            "    Cells:                          %s\n" % (cells if cells is not None else "All cells")+\
            "    Cell stimulated:                %s\n" % (cells_to_stimulate if cells_to_stimulate is not None else "All neurons")+\
            "    Connection:                     %s\n" % (conns_to_include if conns_to_include is not None else "All connections") + \
diff --git a/c302/c302_utils.py b/c302/c302_utils.py
index e1e7e0fd..e476f08c 100644
--- a/c302/c302_utils.py
+++ b/c302/c302_utils.py
@@ -8,7 +8,6 @@
 import numpy as np
 from pyneuroml import pynml
 from pyneuroml import plot as pyneuroml_plot
-from owmeta_core.bundle import Bundle
 
 import c302
 
@@ -456,6 +455,7 @@ def generate_conn_matrix(nml_doc, save_fig_dir=None, verbose=False, figsize=defa
     all_cells = sorted(all_cells)
 
     try:
+        from owmeta_core.bundle import Bundle
         with Bundle('openworm/owmeta-data', version=6) as bnd:
             all_neuron_info, all_muscle_info = c302._get_cell_info(bnd, all_cells)
     except Exception as e:
diff --git a/setup.py b/setup.py
index 16f8f2de..12799e6c 100644
--- a/setup.py
+++ b/setup.py
@@ -25,7 +25,6 @@
         'xlrd',
         'xlwt',
         'pyNeuroML>=0.5.11',
-        'owmeta>=0.12.3',
         'WormNeuroAtlas',
     ],
     entry_points={

From 917f3cc91eec3a5220dbb02db8d3669b49b32ebd Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Wed, 26 Jun 2024 16:19:31 +0100
Subject: [PATCH 02/10] Include install in test...

---
 .github/workflows/non_omv.yml | 3 ++-
 c302/__init__.py              | 4 ++--
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/non_omv.yml b/.github/workflows/non_omv.yml
index 918d6f36..7a938dd0 100644
--- a/.github/workflows/non_omv.yml
+++ b/.github/workflows/non_omv.yml
@@ -14,7 +14,7 @@ jobs:
       fail-fast: false
       matrix:        
         runs-on: [ubuntu-latest, macos-12, macos-latest ]
-        python-version: [ 3.8, 3.9, "3.10" ]
+        python-version: [ 3.8, 3.9, "3.10", "3.11" ]
         exclude:
           - runs-on: macos-latest
             python-version: "3.8"
@@ -44,6 +44,7 @@ jobs:
         
     - name: Test OpenWormReader with owmeta
       run: |
+        pip install owmeta>=0.12.3
         owm bundle remote --user add ow 'https://raw.githubusercontent.com/openworm/owmeta-bundles/master/index.json'
         python -m c302.OpenWormReader
 
diff --git a/c302/__init__.py b/c302/__init__.py
index 89b5ee22..5cfd3675 100755
--- a/c302/__init__.py
+++ b/c302/__init__.py
@@ -623,8 +623,8 @@ def generate(net_id,
     info = "\n\nParameters and setting used to generate this network:\n\n"+\
            "    Data reader:                    %s\n" % data_reader+\
            "    c302 version:                   %s\n" % __version__+\
-           "    owmeta version:                 %s\n" % ('<not installed>' if not owmeta_installed else owmeta_version) +\
-           "    owmeta_core version:            %s\n" % ('<not installed>' if not owmeta_installed else owc_version) +\
+           "    owmeta version:                 %s\n" % ('- not installed -' if not owmeta_installed else owmeta_version) +\
+           "    owmeta_core version:            %s\n" % ('- not installed -' if not owmeta_installed else owc_version) +\
            "    Cells:                          %s\n" % (cells if cells is not None else "All cells")+\
            "    Cell stimulated:                %s\n" % (cells_to_stimulate if cells_to_stimulate is not None else "All neurons")+\
            "    Connection:                     %s\n" % (conns_to_include if conns_to_include is not None else "All connections") + \

From 8684c05f274216e1284ddcd7c9d103e32e46a4b5 Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Wed, 26 Jun 2024 16:32:00 +0100
Subject: [PATCH 03/10] Don't test owmeta on py3.11

---
 .github/workflows/non_omv.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/non_omv.yml b/.github/workflows/non_omv.yml
index 7a938dd0..af430558 100644
--- a/.github/workflows/non_omv.yml
+++ b/.github/workflows/non_omv.yml
@@ -43,6 +43,7 @@ jobs:
         pip list
         
     - name: Test OpenWormReader with owmeta
+      if: ${{ matrix.python-version != '3.11' }}
       run: |
         pip install owmeta>=0.12.3
         owm bundle remote --user add ow 'https://raw.githubusercontent.com/openworm/owmeta-bundles/master/index.json'

From c062d3c8bc2110eda168c2de162c63bba9320e72 Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Wed, 28 Aug 2024 17:22:24 +0100
Subject: [PATCH 04/10] Fix utils script for no owmeta

---
 c302/c302_utils.py | 20 ++++++++++++--------
 1 file changed, 12 insertions(+), 8 deletions(-)

diff --git a/c302/c302_utils.py b/c302/c302_utils.py
index e476f08c..dc2b0190 100644
--- a/c302/c302_utils.py
+++ b/c302/c302_utils.py
@@ -454,13 +454,24 @@ def generate_conn_matrix(nml_doc, save_fig_dir=None, verbose=False, figsize=defa
 
     all_cells = sorted(all_cells)
 
+    all_neurons = []
+    all_muscles = []
+    for c in all_cells:
+        if c302.is_muscle(c):
+            all_muscles.append(c)
+        else:
+            all_neurons.append(c)
+
     try:
         from owmeta_core.bundle import Bundle
         with Bundle('openworm/owmeta-data', version=6) as bnd:
             all_neuron_info, all_muscle_info = c302._get_cell_info(bnd, all_cells)
     except Exception as e:
-        c302.print_('Unable to connect to owmeta bundle: %s' % e)
         traceback.print_exc()
+        c302.print_('Unable to connect to the owmeta bundle: %s\n Proceeding anyway...' % e)
+        all_neuron_info = {n:('cell?','neuron_types?', 'receptor?', 'neurotransmitter?', n, 'color?') for n in all_neurons}
+        all_muscle_info = {m:('cell?','neuron_types?', 'receptor?', 'neurotransmitter?', m, 'color?') for m in all_muscles}
+
 
     '''
     if order_by_type:
@@ -478,13 +489,6 @@ def generate_conn_matrix(nml_doc, save_fig_dir=None, verbose=False, figsize=defa
         print('Swapping %s with %s'%(all_neuron_info,ordered_all_neuron_info))
         all_neuron_info = ordered_all_neuron_info'''
 
-    all_neurons = []
-    all_muscles = []
-    for c in all_cells:
-        if c302.is_muscle(c):
-            all_muscles.append(c)
-        else:
-            all_neurons.append(c)
 
 
     data_exc_n = np.zeros((len(all_neurons),len(all_neurons)))

From 3e31bbf01a20958c0c3ea1edd342bb89aa5ebd9e Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Wed, 28 Aug 2024 18:23:45 +0100
Subject: [PATCH 05/10] Minor tweaks

---
 c302/backers.py    | 2 +-
 c302/c302_utils.py | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/c302/backers.py b/c302/backers.py
index 377b0c89..84ff8938 100644
--- a/c302/backers.py
+++ b/c302/backers.py
@@ -1,7 +1,7 @@
 '''
     This method reads a generated list of cells vs. names as assigned by OpenWorm backers
 
-    This information will eventually be moved to owmeta
+    This information will eventually be moved to owmeta/elsewhere...
 '''
 
 import os
diff --git a/c302/c302_utils.py b/c302/c302_utils.py
index dc2b0190..b90d66cf 100644
--- a/c302/c302_utils.py
+++ b/c302/c302_utils.py
@@ -17,7 +17,6 @@
 
 def plots(a_n, info, cells, dt):
 
-
     c302.print_('Generating plots for: %s'%info)
 
     heightened = False

From f44c1ab6650e827a7b1ca58f74a9e604e9334b23 Mon Sep 17 00:00:00 2001
From: Padraig Gleeson <p.gleeson@gmail.com>
Date: Wed, 28 Aug 2024 18:40:08 +0100
Subject: [PATCH 06/10] Updated select figs on linux

---
 .../traces_neuron_activity_Social_C2.png      | Bin 56940 -> 130 bytes
 .../traces_neuron_activity_Social_D.png       | Bin 59150 -> 130 bytes
 .../traces_neuron_activity_Social_D1.png      | Bin 37167 -> 130 bytes
 .../images/traces_neuron_activity_Syns_B.png  | Bin 42160 -> 130 bytes
 .../images/traces_neuron_activity_Syns_C.png  | Bin 22917 -> 130 bytes
 .../images/traces_neuron_activity_Syns_C0.png | Bin 29592 -> 130 bytes
 .../images/traces_neuron_activity_Syns_C1.png | Bin 23126 -> 130 bytes
 .../images/traces_neuron_activity_Syns_C2.png | Bin 41294 -> 130 bytes
 .../images/traces_neuron_activity_Syns_D.png  | Bin 37663 -> 130 bytes
 .../images/traces_neuron_activity_Syns_D1.png | Bin 36044 -> 130 bytes
 10 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/examples/summary/images/traces_neuron_activity_Social_C2.png b/examples/summary/images/traces_neuron_activity_Social_C2.png
index 564918499cef1c97f4472c8f145839f03d6686b1..1fa9c3f6dd1d94f887f740bd7d213822a690d32e 100644
GIT binary patch
literal 130
zcmWN|K@x)?3;@8pukZsEqX`gy69`mh+Uhjwp|7u}J?&M#*0xW-9>;ErbI*1>Ue$)%
z^-M$F-p=-t-38s&w6|3z@(YVp^%QwTz$tM?&j>S9)Sy1q5J!=D(gHwAGX@mUTC)P9
OMk$@OU+L*iWA_KxG$(if

literal 56940
zcmb@uXH-*B*EJfD4$_;_K?P|MPz32+M4AN@kRXU45W1m-A|NPLPz0r@0Yqx3p@$Aq
z6zL`O-U8A?|8{(y_j~V;`{#~v$B+RgC;Obe_gZt!HP_mCYh<8vp5`JA1Ohp)dt37!
z1VRdfKuFrCD8MVPtd$DDFL_U`N1pdxo_l&db+?7+KlOBVa`AL}Va<=Qb@zDT;w&R6
zCwWbr-`>;H)#DZv3je<sNV>S&L2ne5<$^(|U2i}3fIt|Y5`Rd3sARo>K*mROHPs$?
zr>v!Vd2<hp>}`A+`EDuR{t#m!wcdLDzBLzJ49WIZulcpGccD{8-1m+ztNu*3;{SHJ
zG;~65>03y&6lWhD#kuv`Y_AuqT?eO0#U;H3rSn}~JuAlror!Y;>uXNQK6?S{9x9{)
zp+Qa4u5#S;;Wo6WK85=K{N49us)Zx`-y1Q}e`g~9b4i=F_h!p~FBYmH%>4UUQxTIT
z(v3Jk)ATSE6#JjQT%AHWVE<lom6L6Zgc9Ecmvc?Ga0okA5N09;s7T4w>N9lTr%dpO
z-c6SM<$X6R#hs=MuPw-QyjNbQWovs`)42IXR;o4}m$D<bobldu#5PgBmW$B$<&;c~
zv9}7pHc}$xx93!)@PSl^*XL5e5pMDp;*8s%7(DU&haVCWrr!#u)&IIVIfi#B7N3pN
z;cWmPF*Y-!K@Uad<cNx!l~Tb14s1L2%iLzQiFa)&ebHxRWE9j8LODD4-q66&{B6bZ
z_vF9LEQVk6@}fp%Nv5X5`C2DW_im>6EPV1_D{6E7bz|sKO@ZZc%aK<jwXo4R`m|$Z
zAa`@UdSk|`?&wL^yn@$yGfFG+n(vN10jW%P@j8{tVNa}U)A^fnrCB?-_qGWw95AcR
znU*9uH^Hr~t!qevYl{Eg$Z(C1M>+g--K(xiX@4waWyL{(k0$)RH0c-o&vtf6EWtX@
zqLLYmzP5L>ZZfvdP=&{(?nE|VC!OzULom6Bghb2lRE5ps?QWaxg<r$9emBF;bA8-7
zdE$pJ^IrNE?%I06Zt8CngN~ja?ddK$@af|3RPQ5vxs=zsg+pw9P7clcEBcMA=sE*i
zzr{2^N##?5&DwZ%`OvEJ!QA_C$)l}KsN2vJujxT^mll_RZ7$KH{x9<Q(!Qzvqs`w6
z8=Q&o@hY}(9t5YmySr=q<;1UGNJ@I{dQ+JH>+%U-+E=Re@&0c$1>a~2{yjimois76
zH7T$dnccm2pqK`h_ff6yjo-Ic#qWNSCLb6Ws5n}$?wOc~F;qFZu03zUO0E%3-(s8i
zBuwS(p!@2EO1KSIXj3~gyQIZ!?I=#BeHT*;H*yly^@`aT=fFr!!8w<}Bd(DWJHtEs
z`}2vgcnk)U)VZ>{s_Ww;FMqg{?pLb>+4?CId+8-iNIQyO_zTkg&e0Hy$3m9?i?G4n
zqrF5+->Xby0`rSqFIcq%Qd3h6Hniz(+_=#^?;c0VhrG711v}kJB>pc|!K=0Qd}P<>
z8^oX7q1DVS9}6%WYKjo4p^+LNnN8o?xnNq!CB#unB*%LuA#Fx2<6d7n?iilG7$M=+
zk!mj}aZ9E{Sq$n2Okv~rjrdE`qmJks571Al5z~ov$Cv4EE%DFI%~{n4k;tv)l~i4I
zka^yv8W0fBWqXc-uD+;^H}X7}?4w;*-;DJ1b9G=i<HwJwf#rwL-=YdUJDOCx{>l$*
zIU^YfAM!5=_UzOz-G4aw-qS0bbThyroAVx*_&%iBJvus?Jc}WIfK$o$dW|KNUSaJT
za<heFyr2%a4bcyPslD!AZ2A_?8!=?*C$Vtrt)gzM@}UTs+8dwLoSYojj;mQysa_Ke
z#4A!#xQ|z1XQU9PNi2_D>Pz-JdU|om$&o^_ip(xGo7!EnrUe$%YK(t@;m)E1PsD)L
zQhezSpN&=FH7|FLu3Y~pVNSGNt3O}WfZcG)I&uD1+P5ezE!`n-*KW3Q0ec$%&<n?5
zo(>m2<&?74EXO@~@W8WrZNhJ(rTHz(^scYev!9F>ZY^x~&d%$I+HU0|I^k4L<~w)p
zyh}_Bzk2`sR6+H+^eOMgf&W~bj_a6P+cy-7)Dq3Xa^-Hl|Ni*U?Cc%QoG)$ZF}G-V
zV}%!P*|fzFN1hG%Z6G&Iwl-QuyE>S!=XfT^t>7wOdyYG1pk{Z_96T7I-7p}&f47b>
zLyO#M7na)}^N?~HzP2`2$+AE0#rM2BEt)TYKvG#*sWgGDs`^}|BX)sGKyJ7H{$>Lu
z-&C(2l!#G(fqPBetUEZrhsT90tXG_ypP%=hc`N*PsP2>vkH<g4I9-5DO@%NR90p7v
zxAm{zyg3WZ?e?K8(RoHkNB?erIpYrIpCY>Ma@Lm^Jg&S6k2nV*S^>BJP7miTPmuty
z<w8&>L$}JAqJaYbIzaqL!sOY>WPciCw0^Sebj|kfrtZK~4-3SIt=!Vr5TpC|Lx?K^
zJfmW(Lrlu59-_E6Z1eBo8)>1Q)#zjw>;;s_3@~IZ06NaKyCxQ{4djHil5Pm(n-LX&
zDUEBK&FFw#F(OPJ?ctjM{KPCQJZEKNyF6BBsC+;MY<tP%Sv02<=|<g|vPs^fSF<q+
z1#NAFER_@Ln-ktb3%^q%JE3*l$+GZ9uvOtuEP*uF6fK)JyFcN_KnyYz47^df1ywX5
z6z3a(as549MbGBs7Tl>g0SLnYe7!k4D~%?x^Yz*3ejQ;R8c3~W?ApR+x>MouM0a<a
zlR=%z!NK90+f1`_V6v1A1!O?yrvKqi=|)IX5o>tDP5SVQZ%1Q>EIiJWsA5kKS2Hjy
zXo<4tzb=vnDV`E$l_n4aIS(}%$=t_Z4(<A?d>um|=Mzk+AX`MYUf7c9R(wwttcr0S
zcd(Fk9Ly`l#n`2|Q2@xu$j;6lT3sJ53W4y0b>NSVj&7YtV-H11R8N7EUQFZ(Jl=e^
zHP?QLk%}|%YJ_^strZbz#M-0TVlL;3SIr8ZN&w)<AR|RK;cg>un1sMR_i!$47W*r?
z=qr$)I(+`mECvS$wY6iob%Ec$5$_CTR97ZUog)q6M*eM(%12kPS4BejSBKETp^RI*
zLogP|9DrX#bhoZ)jQj$pv`uT2b7CMc<x9fC;Sm15@A^WfPhPV5fC=8#(b4JJb#Qci
z+cqm8oaT)xnha%h2bY2|KvcaF`U77RC!`Y((9qKl-z8Dy-R)A--CX0d{qu)$y0xU<
zcYM;yq7<*8;wBl1DzER-w~D}hZ^bzfh7A3VfQ$Wu&KGbvIfRv!_0r1|fHbrFu5wXf
zVH8mpWGGr%S_ojC%o7C|4Ey4jKxHt?5qPDaot-d<0yd{4s(yZcUAFrA`q|2gAvY(H
zEC6#m#L!Wd$H1*_PziXi=9l+QU<@1`#U{LG&!>3y>WWB88XO`PQ#|Mac0`@=`K=W}
z`Um+S*JWj`TO!!xj@C+g1_z%j@|{0_KIx_lFUDyk*#BrRv#eW4Cx$pRYe~QDUpL(d
z)8Vs8HZf9?o!#AS-2r<tL_knE{;Sco%OPRL+IP58byiip3*7!|Nr_D6iKD&!8y{!S
zD+VcVUak&K1Mg}EvHo8)F6}dDs(*EEv;G_d=aApo$vzX!YuDWYQw`Si@SRS{YP#32
zUu%o)0>^5N;ZY#I<K>6<jr@2m@QRt4nGp;Y`?%!!Q{a2Gn1|KzD~m;9TsNJY*-R~7
zeUh=Wo^E{YhQ5FAo;9*nj+=dXsAVYUVQ!&S11a4FX)*vP38t1sJEy>QW+aCUA7U0W
zw4Xi|fPBr*m&jf{Itj1{JlPF%$;r#31BeB{*T5UKytGt*H7g|;gORN{T*)1;u>#yc
ztfR9N>_|O;g50D|=@;*bkg5?zw~V;gXC6_Fz~Ax1-2$F1Ncu|kj)V?`QyJ;qb+&7*
z0hKLx9;Z>K0{C6!-2I+6*T~#Fc~Ci)TfP`)3qIGVM#<BU-_q=U=yIguK6hLEaWNT#
zGJ(INqvM*(gyNV-w~{W$l}in%ZMWH0B7ao%_gBK6?3s^w_UXG;S`bFM1H$$v167{G
zs+D<T+d_=fwJ!utV&GhmjD%O^zPk=xsR|rEK0d%Qv;na=ojf}VguHX#Ojud$x%=|v
z4FlzaX8_HnUvpRnUD9<!>rm+`<VH0Wg#_RaR=`s9XWw@NTxn{j&#?UX6bs_S&tj+J
zv+50O6SZ(kP|5FGom)ri-BElhypY0x6JNlc^M_W?R!r*}K?DuXMPo0@*!|WtHf93+
zx^gj%R?E2Ri3%&tG#Ie0d@>-?Yr;o(y&aE=l#DQb3>n}&PM$obAiAU5r^ipN;<D0w
zX|%Mou2N$6Jmbl%6wx4}!*3?svFl2bf-vV^U+DgL;bQj-mm>y9`8a}$NJEL+<_-MV
z4LG^=NU<#e+{(`)=^CIWmTZQ)@z;E|p50ATya1l7IYr*%Z~uKm<7gS(W(*wXdc4_Y
zb4=K*IN8Gy=?Pd+qT_jux#^5`YZ_)8`t-ke@uK1QV7q5*EDCT6DqsY<-s2!7=pYjT
z)!$j2aXdXfNKy$5Xsn|QQ9GVy2&@MP8Un7k`}sO``Ix)jDE05E(Qh8W&un&<dXjE9
znwa5cFSUU|1$3FyKp4)ri-p$wB?Zj!4bHjxSA{quRr3@1?;<pkRZD{6Ff2C+fyl-o
z_x>NooHraEly?f>O;W{^<#3haMn|pt(a~HtF9vppo};7(Ay>H`kS99yP;w8Z3Z-(>
zxx9L4QNuL#b8@oHs9m;*AK;et-}RHLo}?{%WOCdNJf7v-Y#07AwUi#)da^$mTX#GU
zrFM}CIQAw6T;0hwK$>V&{gt|os$TScPuhPZ!rBNNH)_!XOa{^q_0O(ZB%;3{plxMC
zmXXE~6~a_VM)}h#1KmPj15Vk+9|iqNzBvoVZVRPmVYc*|#QIacR=+ACIPJRj9ahfc
zX9JRtM<vhCr}^(aMuH50$S42K@||&-W1QN(aUe2-$a_h$a*kOt*8DEW%p|MVq-#L1
zBrK|&jo>#TP*WJ3vka-uW!;rQibL??1=Gg|1L%O)Aa9@tVHYj2^1_gam+x#Zcuo3y
zb<KkvrX*8a+KkkeRs<kv#Cm!Dqm4A6X;yn{BLslAwybQ=S5{V{CU*s`LAY$S<>BEW
z=3DXDy7vaRsJ{fB$`9r}W+{m#GSeS9IV+oUys?9WCYpkANu5^=)98#@ndm6|YVcj3
zWP1AhpAp(Tl@FJMLYt<YhXR2qkZ9tfJQjbyZkugTIo*s++Q(}!D20Cf$escW0urP_
zFHc5<Xuw)W@R6D*j4<QFldd76F#<R1{SW`sdHm7sxBQ~jug^CKfCz;EfZVG%DRUem
zH4+k)<2G3y>M%82o2ccARotRNY)rs^;)wisBH#$F2m&!NwUiz`6+_nq18cPaoSJp-
zV;>jMt$=HUf!CR#wL8oP^7E`8K76p+UmyQ>7hr8O0H??yDefItiLB4)!2__dSBQ_{
z4e%cDuAn6NgwJAX1z371kA=H)3kwLn;4{G8U~}{HBYT`2z$WB97N!^i3Fi>&V{fzX
zXU&XzO|}5^hyXvMB4)kwfCDwY6VMP(9{1{2+Mfc^sbQ}Dy&Fivp8`Mlk)7S}`G#Ym
z*M=n$tR^Ig#ZZx{DV(7#Gtn|)@_6CqyGzszD#zCVju-juuV<{U?$@0ufvoOA*B2E&
zQ%j%Afc9?=+r&O?i{SyX0*6i1YI~t|3yrvC4JR=xXpQCyzkMkf023()!%;H7mo_mV
zC6l(0<d_IN^FLm*Q<0IZoBwEDh`^hr1RO3WN!!vurohuTf=nT%xA&fqP;N~Pw_c)T
zOZ3f&H+*M=HX;)(deL`f%x|MsZmqD%6`(LF1jr0To=8s1ZZ%r^;!&wR6OkYiSNUk8
zE>?HwrUzK##@S6PkW>>6x&veO_7IAH>(Bl8@#BrTh_Hs}mp0hh;gC1JY={^LLFh*u
zr7Xu9F4pc(H2s}!^64TAho_i5Z@&on35Y2GbHJN~A-63pExS|_JGFi*A33R032@0e
z@k4x%_p2vQB-c+;!N$&gxNlH2`)!xY_fCbd<`aiAfG+Viu}U97{9r1_>4Pj+jUBLq
zlC|3G?6*M8cmp(#xZ`7_G>BxyAUBh?Zl)@Boo-AzT3s%?sl(fRj{VYDd0APUV?kvY
z2-u+&<IY5SxK&<vl5alhm1E2TV*Mq^&-lxF@!0bMJwM*oo#0)@Pbq@NfL<Y$2y&`u
z3(p>{XCU=z#v|T;(+H2hZy^7==5Hgd)R1{KLPCD#jnEsw?|>-?gJ|Q|_~Wf+Hx8Kd
z&rfz~x)G6)Z@U+T!ubN^d`@<UYzoqK^gW~B{ozYIJ%mqUQ!U)vFFymY*1WhK2X;`}
z?l<?=>CuMpu41b1O7<LKHa51>X?JB{E<&t;AE*=36KLX%IABPr5e(eC96kni@)?LH
z#D{xzjxrvsx1uxm&o;imyTruoo{^C%P*{F`xO)F5k+#lmY@)7M`r&U#+jg+dY#-cy
z_>ip<*woJ^29+`Vfr0FF+PgWG*plbJRyIAJYk#zr_Wo<N)uwVPmF+*}niAZN=m+UD
zwC-4%m>@yw0ec9im8^hF0t>xa0uKmKrZ|5w)JUX1|KXnml5-TE+rD@}WYV>x8}*>I
zp=SqQ&b}SW9m)_VKul!-m#2|T6w4GLGkM|ctbK{OK_Hwv804cy$@rg7BZ={^#ICy)
z_=XhNwk)r#Zjfi8r$DCM2A235c(^RD@Fra<7lkWUhdavvZOh8aw7(mgD)Pn_xeK%L
z`phu_jODbXqgMhr8?v?Kem6yqY0`f`wXgcU6c}4}6z;qF_PswhV6t+X%`9$!^R_<o
zcDpzG(cHOVrX|v6y5(tFKt8gpyqs%$<h$XQ7@SKT4-iSzUc9&(#=sXt3$0-U`Bp2u
zd^~KqFDt#EfW9*k+6I=qS2BfFtKnyykQ)G}>4jvM?+31jN`U2_+uN9AP<<#2VDfhO
zzKDnN(VC19LpJc<`&kAry<>@*;`^&7RRpt2_sa`ipZf4yuW31EdUW`-<hWab=)ytF
ztA@*6_yCP_1sVHHE0;?%K&!s0ZV+xbKwjAdLhd!^v5LEVr2nMI6lLu?$^Q{6*TNS6
z-z3b8$$Z2ER`R3$4IMQ#62p&+M8PvFR+UQ4+?)&ePrN&$wBt_ojN{qq$&b7|Pv4vW
z5kE5;(v<vsxlJZHmb_XLm0i8N)09NS#XY@U{`3AN4Uj>Iiit&Ud&9m@vcY_FiwX<h
z{Z}vDkt%MG?k`XN{$KUfpYH#gy!!vMYWoy&nbXskLykK}|35k~_xF?8fnj8G+>h!b
z-Yl=zK=p+H)i*^vqYO*`rS@3y7!Nntpb@724D%+r#He~Q?xj#G#!cTw0Z@K<|6SqQ
zj-=6IdKO<xTeory8^h$rPJwGYKhmnMuNtV&MBO+gKp&S=JM7hT(X#;U;cNP%*ljl)
z67=g!z}nw5*Lbye7OfkXnB80r!Bg>or|Lt$c!K3JqB66bT;C~p6l{Mh+k;a(CI@}T
zE-OT#QTHQ*?BEQ3gI=zdD@B<GJnYFu<_Ctpcdi|o#X?ly%<M?I#@Ac8UJa-V@oUr#
zJKW=!^k1Vro@qxH)_tn8Oz8)zb@(}mw3{!(4<_o@DHG%d5kG(ZYTdX)X^MShXJ{kL
zihoyBThKI;I=!PyoM!pE+lU<XhTlu=s*DFZDKDu6-kF<4orwilB8v<h`Byq~ozKfv
z2&Z6aRHQu)CGPMmME`oVhnV$}XQdDrNnf!QYTlrf%1#LN!zN`(Fvc7ygufRDba2P~
zgKGbxmf)R1)~gM_?KidFkbXj^*<37HA$RRIg?%01JGonCyPPN&Q}#F0C?$Yaibquq
z!fe9teQ6Q#hWS;@UecLPuv*2KbNJr(K&COwdHrtX@ToxwMnzr%{l(be*@gO>FGYcF
z=f_ntNef|Baj_{f5HrQfT>v7!L0zUJE-v&LKWzlsN+*v*j+>@F90^7``*Yk#EB7~x
zi{yRp@aDAW_2Z+-zfl*WNjP9pjpVfazO_>2t2sy}tW~g&H7>^DU?zi}xD6kjTTG3#
zW&1@oKR{#3N&|P8=#MvVK~yL5_`dyZ+g1xE@eJ6!JgP!~e9OnVPQ?y=+xuN@RP|Tz
zLy8w~26Fe;;KKvKrv({>F_rkG?ndeh+^b-#vL@9@izxM(pS$eZ*g4W-&?nsayJdeD
z7QUezSSex^D%xbNe?&f2=!%5u8IzK56Pox)AT4&OuhjyvJ@!%`Q~V_7FtXR{{t90F
z;>{g*LTTiM!`pjLseQ2Y7Pu4O{&asv4EF&lPx@1!{{8Asno-jjf{s{np!l~#RaaqA
zT84SBO-W_%ok=Q68zog|7(M-GAMx+pDhwg5QL77=SH2@(dvDra{srR2ZMejkMwrzU
z-zltoNJCVlK1horeW#K3&(<NAJz>9&X|(9v?*2q%m<}HvQzexf0aXubGazvYfD{l|
zMYv~nc#Rvz9O$GGV^cfl{~4c103s5-D>l(meRfC*`HJ*rqlo2-RW;|@b3W!xmH0(i
z5AoU@r`$jxn{VG$*nAeH@|;}}%MBS%fL?B_`(#coKo)JNOb+1$Dxt>C0kfs4Yqjxl
zUDmgyesX)i4gdbLRT!1?@E`x=X>n1kAc@uf#oc|lSkN-Zt!kAI_PZYQk?$}3XD!Nj
zE?mWacFZZ7i3=ow&>ww~aa*h8xbQSPlyMD5P#S~=QYNcBiLQF0@OR>z*KCt8Uu*M7
zo6QQfu)v=Sjunf>EQ8Z$hmN89Yp;@$BT@G`F1_SZi#H<7`iLZX3EncvS3fy9Q@3iO
z@Yaq}b?y7Ub`KkTg>7(hZY;p4H4jP7St{l_91b8QPj#J2sG^M8-H{Vz7@Vs}nf8>N
z(c*3TT2(pE$j<|_lQEVzp}{{=<jC97%CCKozDz|L#-m8xM4uKa&vC{*8AwnbtUaRm
zoXaq^T7DXdo;-9Z$G0;%PhlbkZ%&XwSW~<On^RIgIEzt{ZrS}(Kh1j#30gTjq76=#
zRcrq~Bi7G;Qd`ncdGa-CWV;0yli~>~Y*~gHtiglx)jb$@!~KIONhWN_op%bE+}IF3
z0mR!lqbd=Y)fE4znQ5fHqcSO^>##kOy5t+AKJiQJ1>rAY8Vg?{o~#Z%9j|t=IvRym
zo$p&{Nqp&<XL%kXlH`YM#W9y^u|Cd4zAm<-Kvm*7=ioX97v;>5`DSG_fuLAMWX{}j
zu8{xom(mR9YNCGe`35bq@Kg12Reao#KABPd&raiW&wz)t5LbrZA-RGa5h}rdPZ1*c
zr({?c)u|&2Dqbe}_Z{#2eyV!wu&FVUGg6!f3P}aGrtvjoFDo6l{H<&p73xh+cKBC^
z6#@JF+?GSO4Sr_&+4_(A!{wVtd5#L&jnaYw<XA<!5Syl>eW6khVg87pN;7Yw%7wiZ
zArR&cl(qabQEV{&Eqd`<{;O-UrsZm^<WXFYf{-pV_iZ#y{xC(bTa0bD=u+xLqGMv{
z@21{jOSEvOHc&a)$#5A0;z6Wj6&2utia@#*AJd@k^b9agXSYNJ#mlq_dilQo#>%A5
zsQicItbBLr7(?%F14)Gqptf_(ZfjZ28K70|(SyuPU$2bG7$M=OJ2sH|P`=Ep4AzgP
zQ%fEJq!91T@2ez`J0IC#=*bfa2Sn-A+L;&U9g2B*3?Gl<10kQ^bM5bFXrw37jFGnQ
zr<Ju29Q2S%;Z&iv;(i|I(oT^#8$Y{CQq?mF>A5XL-4Rc^#c64pXFb6ib)vWlN<uu`
z64-_AFR=&Pi&@BO*zpX9+}SZvzp(U~XFF7Aefv#j>}~A6f7D1q$#k5e!3I4<m0J7H
z)*krXQzJUZBYkaQBbdKl<`Q3;z=250P10}U@FffLbarbAwKDx|0XAQOaxxw$_Tv7A
z#!1=}#>*Vqe4i`h1*`gFy)H$nD`=cj?ZNLw;}o#@UZsRB^brN*ogd-p159FSM`HGr
z_1%MrpESg{nKzN++Y`pV$d3~F@#6eUA3mDk=_lmu?<XXw^!(Cq6>B*fWKQqssBOY^
z5LcG}EGoi?=`qG-G6v*#%z+1;FyGpMYn+;YSfxisM;+$ZZ7-jl?oE0xRfqrWYgcJ`
z7;Z7Yvkrlb4si$dUU-!&PI=Hqhu^FMvr|AZPB6U|vAlNi^!)jy;~e%^zoHpE#(>@S
zML_M&?^oB|H(UTd4S`uM7$3!(fUVdX=wUt)@1#dd(<0B5AoVxhm=o~SX-@mdqKC-w
zlLnK#iP0d%*ib)7IkFOl90+9X#aeUj>fUsAH)2**57Id?`o>RrIO4U=!|9pyoIj|8
zS~9h0DOy(mf)xHagwbMKT4E(-Ha%83xHDm_0BVk*19gh@7Qc_<iaX;PkRZw-m7kiM
zT2yL_90QP`;E@EzjOOn<1ys&VmG?X103O`Q@@0evXgvIrVuIZ}F64z=b837hihFOd
z(yo}S2#Yh?xv}E(vf#F{x&Rr*i3CEp(j$uXoEM9XfO<5rJ-4&+hMPn711ru$T>F;a
zM>o<!MD;w12o*(yky!27ftN?FXW_WQ{DO057Da3f$WorBJN+4_TS%w_F8CcAsg?j^
z%UrAmx53OyLX<$K^lzYsjd{;TbKZ2e=q)#|^1KR!<ETKty|v{NZSL>Xcn7Tv0Z4<8
zfZd(Pqc|pyaYpdZVpOfKVJ4C>xYlg*p>8dqBTd$1_?ajDL8_Q&NOC!3`dS7`up+!y
z7tT>qM35GPF(D$*I;I<%{CQSpwo(SE7teOLD>PGH+Fzcie$KvL_m}bR1(Q(KM-78!
zyHW}BI+PjVYy|;s_tLvXU~o8`0LlWJAkijjTM&qru`1Q8&iO_lqec?zML0YtWY$=^
zly}PebDVkQ=m^>M203psEq}FpC7+Ef>wl15l6fJ%^R=1{J*rs07N4ZwVtR>F0^6vz
zSR?!Dyb1(@WD(xsq>N`CUDYbSovr!j+4j2;PLIoCWKjPy28ioOQM#}HiKcOVtnm5P
znztc;HwS&kjv8e1Mkaz-uFy3zQ1-WR#8LY`;%}e!Oz*CFLPJYi6mW8w)VW@}Z<+U~
zh?FQvf)d5@pES3%D}`D&ERI?e?~MTbkY5tW88733T>I*-8LLrpU#&~M+caux;6~Oj
zZFSs$Nts<2rvr}lQa&NRWN|m*g@X352v!+45wtQ0iEtlFQuv12=dz~?4zg+cI6GW4
zzeJ@y<@UD1v2xUxzLQAK!qQtz{rnV&6{zDtpwB!icjf_djTC515Pwp|O03HPjfLKr
zRVq8O90e+)%3sj9`II#+XKKNFebiJzE_bC;qgPr?hu)cRW#h8hVQdfEZT&85JUHk`
zdtW)S%|<V`U!kthKhvqVsrO}SkiKnt&8PN}lR`kD?k{r1r;YW_Qq1k~S?v~8%gW7w
zc}9S+<$o}rm?UEtvw3z|?;`|4RBJ)Oij~+=us&X$I;un;LRMZ5fsAQv3oP^+zabkJ
z$(1uj4qR;EsC{2K_glHiKPe8AZi)1<XNQdpBchD4!+(qYOEY;Pf79LOFSv9{yrt4&
z6%vYS(q#ux1hfi-ylZwD1ve>e!<{V~1~z^<-4U)*Xn89jUNX-?gE#gFsS%=ChCeWu
zSkBmbSgoh@DbX|<h55Di0Gk5E-WCb{Gf@j!Vu!tZz!vuN@dvH}z*jXBBDql*iJ<5K
zI3wBAu+%biuxHc0#WYk5mcqI$lglIj`_F~tsDrvZIX~+^_m`ELqzzezq)?*Vw}L1X
z6nZAU25>?7EVba(tqyJCG>>m^z!umuQbYIFNS<A=c9yhYYxfKD)%atH24tu!dymYO
z&^b0#olF9uJTI=QYq{{M#~DA|pae^KKqSjL$4r4;XBrV6`R4@1sPLxY+g0JVyy`hZ
zw}1O$Kj-eBgSbaVO#jME9Ok_-W@os`Mz3w?&J=Ev6^2+RgLvoUEaiKKwr?kBp-syl
z_=Wq!CfDH<kh?r4cWwP7@xx5+a$i67?Gwq4PL(K3V5D+J%%YE4la)%Dx`0G}M|RB>
zSF{{dwO0G=T5635kMRTCqdV-jjGq#qE#C&Rr~Ow}=L_;Os>XjTibambJh_kOQ4E08
zm-{{JUYdKV^#HTj69Fwiy4`yXNFMKIxJ?4OaAvH0>vpsmRTbsDmi`v2>!|Cbr|Ls&
z1f{Vgwlu-w4!h5rE@PGm^{;ZSy|f$mVbFcXDs<xXLC1HDkVXfGK(h$e{wk~n|5KL(
z<lep+xm)uYBq|nJY%sP;&znvnu;1LO$)y+@YW$3zDYjVTrf6@=GpNF!b!t922p~zk
zcVAXNUOc$R%0I^B_bKEtjM9wMelvWUnVkFjn;5%(xX8c3&l3j^z1(e@VKB~NDnC9W
z=1}4Fb35}YtREM1PgWFGL|)9&R2DrG+51R<XM9_$xMkbcS>CtQx=n4~(LA+EMTlaq
zaTevV;;{`Ff<BS^$2qqozE4A&Jvl%v?FVm%9euyJ`^=ygFJfE1NDC1(V1*r(VT9oG
zdVaO<B+{U@1m-6}I_9@$zPe-eliTI0QYNf<CJ=KOdS5O;o87{GyK*$uf+dNg7Tg^a
zf&Ed0HIsCkicINz)lX$GeIWH_1rt3ZW<L68$r9Nvi}rp%O7ipkij(n58uX)v3EKt2
z)>A9Ijp{6--jwVCFa2G4F3x=$)u{KZ=%ZT2gP@F-TOz-eFz}ZSw4R>izh)wV3+()l
zsTlZR=e|SuSwI-PCpE6NY_NbVdvRcymSW-UvCN);k`*&@lS_`ivhaht{uE=AQFRf*
zKewPRjw-P>&~cSnIfxgk*Ha<K2Fm+Bt~f`SX4{<%lB$mlICoc>i&6jAhp!(u=OrMe
z`>6B|(^R$&j(wzCZ%8?hyi(&GoK)`*U#*OLd;<wFE83}%pZ`RngGoMR!M(Kl4e0J*
zN{bk)N0|y?2hwIS8Wi_`5lB(SELQo1Ljrx-U*_@pSQm<bUADp{xYdF+e-@ejFip*|
z$JDEl`T|2#dEYq`n-9>%NVM_%PVvr|Brx9I5Tfx?cNFEmPjOJt{yZ?#sr7i56qN=Q
zrrU>~e+kJG#TFYLxQ}kL6%>#_Dkyv5Oy`WdIqr9uZu3qxnfFf`o(Q|n&DRI@)W7*u
zUsFeFil&UI<NeD{N{J=m{luUc$n>X_h3W_1lMvD0c-~cfF;|9FO+VLHoa>=>5rMgK
zG4eexF!<%TAnxj0?N{gZobNHD+<O~)+IkuAGx)BFD69%NU<6dcLHz@nh;-4Dg9v+c
zVy@!$x32L&2~c&_XYvm9Uhy})avdHH6xH{8RG*ETL%5F|tq!&7DFex|zI24?hgN+!
zRf8g59+<$_z_%VEd(Q$(a;6sjo``g~-NzM7An1rxSF2(R7;-_2NwYvx-dG-Q&6CUQ
zA~2Lk8hTH=mVgSBj=eHwXS|uIrBB$}sZ2m{z;f;_i)O*ZSJR+DOuJ%hl-PiKCnv*~
zl^B|TLn+zEsE=oCtmeeah8;{FHge8)e#6X8Tqz@5G)vJady-eqb6^EG$RX-TLQilp
z25hjnE5EiMI=$YSx9AVeOhb$7RU``0u<EDo+<Jg)XBUM@-Ql2Z85-OlsCa|AW7VHB
z=PctY=-QK8Uuk&mvd};$g<-TWmRovkqwfRy+htE12k(9|;V0g>xIUo<$+!JXGw-%+
zOL_ADB8#jl%8d>>;zN%LuZ~Y7r}I`lOE&b4yOmE6Em1vi*J5b9D*`)QX{A2vD_I#}
zQ-idAp^N%N+YcwB&^M-)udkfx%s}=uOKc6q{IA~>pOX+56nl50B(IZnzOy~lugTS=
zp<OWtY1>xrUOO)mK{{p$znt|8{b~ImUfjF3{@!M$Nc~>I%Eqjrt_znWI>(nJrkrQr
zJOf!-YNJEc<5;Ib<{0a_i<FmoWbRB&LKdVKlw{Z~?r6oi4!4x&pyQu2HKg%rx!hm=
z1>TW}?d_RoN|(Bb5QF*Rin@X^>HJAyjtXO<1vn~CSx5o5)lyVfdD|UaT=CX??=dP)
z{Ig&~5#>LuU3JhAR)kfpTxRoKwnLIIYTBW$9K#*x<3%c`+P|fY#;zsff7l@_YnV0j
ztuP*i7-lNf9!nW9y8R&e)z0aIm}-+;m2f_i3dK(@h76Bi{*-Yj<+&;bi$|=zkt@9S
zxv%_R(DR({6w0Br`ZOFUn276ViF=?reTk8w7Jqv!I{B}o&1-iW+H6V$=|T#6jbKvH
zcDF()UiYAQV>hBd*XA`Dn!{ST_JgMkshCh0A~5Ha+wFQPUOs7?EspI$c@9i4yk`%&
z3?l`AtV?W;_0`-*&Q}gtsSAIAX6h?h>5;RSazEWdl3;RR+M5Y5tM<Kg>iv-(#Ptu*
zShDs^>~jQ$$5!b%Dz7Wv`oc9fm_csB!0NykjqiOUX&D@_Ju%;C9sv<ep6OfsU)F<p
z-iGJ7_Y(Jsw<i*9Q9jD<k%9lg2199eBvulN`}Q*#`hQ;)DSdV{^3fH|wLWgyW3Mop
zi+o((+oKA_Hqx_qJyrQrsCDB1=h-dXhZLEyAxw5#VKEYIEZ(CIU=d_8qR28K5Wug(
z=r#3!hHcpz<9Zb7hN<T}i)SLoL;cjL_FSA>V_a65=-WjuBt;tcbr?VTSRs+2qhF!O
zteJQcc62*62dT?`Pz&+E^{925;u#>uK{f9Df&8iPi*TKzSiYAaFR)Zq`QCcjt(!ww
zi5Sh8FrzUhY_J{}zUxrh51Usng5|uAWqsTbAuMa%mo*@jhz@WQYvsMg82&|?x#e6n
zRP{{~E(S%sokqIvS>`$MYKALej;j)FYVYrN?ypd{%XcRxv?QJ?&r$FHm;W4U;fxs{
z^wr+wzKTU246?)c$sz=~dRPp$H)+j_mirv2P(hnI^y-#H9F!PYo5_XeP6sFo9JZk4
z+jg$&&l;w87Cjx0OtE8@c69shdbAK#QAy0YL8+6hjuNblYv2nT%M!e=2b1oAK^LkY
zNTaR*eAE3G{54_tq(ygwgJQ6{4<<R{-sW%f?Eaw6#l-~W$QBtPA8yz;95U>YLIRK@
zm!dxN{_4!Z^@SP2Cc?&5uFq_rt=D7F4sK&wl<C%?hsT^PiH5;HF0AA4RwO1TlRPp<
zQcITIcI)3BsL(%=x1y_sKlj1K`C;X<8_(~jfX1$>G9G-)XMUPjz0PhprfW!;ftLQG
zSCs^J<Zeo<9om@^5~bqcdUu)}GM_*$H*b31tud2js?#g|DU8yx!d61r53VrxrdR8r
zc+%Cya5K}N4<XH2ZtNdzbSq*)mgfO>WwdN2a_f#xeFkzf)XyM-m=nJPGPL>w+lH&%
ziM>oFeR%Rm@14;Cw^zpN-_CSW%<Fv=DqJ7Yi}}7nzcxNhrUs!`s1#j)33^#7nkc?)
zP2J1$MaW<R9!Eka$KLWx_BY`l^2OrB)cOs4?_BEq0BxVfq;r#eM&#5naO%5M(=Q+g
zFe@D#Cq2)Y4J#HisDbQEE!F+fvt!$qP`fquF$2f-=J1Wc>N-m7<0A6y0w#UCW2p58
zB?KaLCGnf9YWLGb`2*grqvcCcX_k=;Uq(X1{PC@mik68?+{pmzW{p`S{Q6ma6B$G}
z)m^INL*P342RR}cXyoR*hXz%|mNbEd8L_s^G;tndEaWzOjwJ;3IyIWICusek_y=C(
zjUbuY&F=~@B%YxCtNo&v_tqx4&GQFSHLJ02UKlSVc&A8>;c}4j50J|N==iuICh<=*
zMz}ae=7(5udxe$R*NsG?$^=*hGl~Od*-l$NC|jtosJHxJ!?3HY;>C9{nCyj$rUr<h
z!0tg=4xS2v(hKG`;f4ZP_Eyh>acX1MYe;Jc<MWlTd5;Np?+Z^>Z(Uz=Y+G7pBRCHz
zL-sDL>t3?%difzDQoQ=hkHyY!L%D9@hwr~n(q04hBZ0l8E`9uTx3aX^wOhkP{spm4
zpx)JzsP|w}6e9);*tL>acywe^W`59X9uwb5ULLz%BQJvzQPUpYoN?@?xFO{Dci7sy
z&s&0At$s;E^xEM&8pt(45s<vh4Vuh)wF_o4t6q0#%(fc)sI<~OGwoTv`o{|I3(vHP
zF;`DZJe6wxFJR!}-ZLsaZxr*HX6`?i=;UFQ)%*1Q*5wfkWSRD_J(FM5WOvna={aDO
znCuIWHQLzjkE9ii_FQSIop5KRrA=S?Ku#6kM7=MOgL;Gd=2<TGLM#C;J9ZP1vv2y@
z?$@0c*wMK6l0eqJbcsKAI+VBloUV)u4vk!HNmS}cd}7R^U7zz>LWkcB$rOHnJ-0l!
zW$3H1rx^mFqd#nop*#m~8$4O*R*!h@2Vs0U-#O7X;N-TM>4)|HDJuLBsCy>)X0M4o
z2tVHmfSNM8X6sJuP~dWAqANI6@D-FoLEB!EyvG$#I_2?0VE9mCFy(eTAk{QaxXj(j
z8bp*<5Q2LUrF+hv$M`{typ^Sv#I>o4&oLkQM=z2xl37`?rM8JJPk)s4!LEs7xm^@6
z4jrZfw)1+P-|@pgB!;hIZp(XZ0w!_Yt(5RTooJx*12j@T%r*Jfi4NL#--7NI>)$Ez
zj|#0wKyRyK<bG)&$`7j;-zI`}a#2|6Fpbd<^P>c~Ew};~r&PLHrZCWEcIy%Y@0|%H
zTmt(0bI9OlJV`h%CW5py+l_xG0V=WAyfBlS-IRv0N$Li<$D8!9BOr6yfVM7O*coVf
zj5;{ezd0TXjt#J#ooob3`5$_A__a}M-wpF?5NPtxs)g%Rx6(f5Da=XNk(SFw-dNj!
zK<GF>8p4xNdVv<Q<vfuQ6199v4vldb8@rH&cIKeq2G4T*yRCtYG9Eqmd<O-0fK0sp
zquZGxG@v`$$joeIr{LLT@q7fUxFz1cddrp-Hb|DYqIrJ*HybS4ck@Q5^`@-|Y-9kz
zI##tcuezC8&b>{k?NMnTm)Vk-Oq_=9mzd84(3eGQ7a<<!phmOMQ83YIH>sQJ>$S=&
z*|5S2>^E)qoph?*v1>7(sfNEJ<tGtNW9aXFiS+I182$Ejj7?;fRs9Mkowt4J_RpN@
zebksc8A=|8@x$(5(r>geJUO7*{y}XJvGaI-74&hp5<6W$Yb!4s8yhvc+-XD_w2E9f
z1GQ%OSSL36@j*P<k*NZ+den?w@u(|wM8WbW29y3{@u|Fr`#W25{ee_SP;bLd1hkrE
z9e$s94;Hv}uE{OZE8U5;u!+yNUN+U1r9nUG=)2y_Fl2{;#(D98!@e&w2a8|Y#wtDh
zYSw!*^?G`Ht&edfcCq??Bl~adDj0BbyrH4bG~O0>Z`*p|dPZmTR6dE(Yw4Hv6TbZ<
zb4G^--}4QL)-naOhvx}?*fRZ8oKrIpXHdo?adV6~Ki{27%q+31PfxOvjCfPfMLB1Q
z-q`h>-tFZR>*0IDapP&$R%WiH>s!XLd)=nLS;Lvv@f`>5qR+}IO&-=pP%hl#iE`G|
zABI<yD=zB6W954hPUwe$3zyd~WklPgL3cY*57W^0jY=RwWKY{~4uF#;`R3&p&nAm(
zC<pV+!$Cg^9iQ^Qej=>@(O=Mua?Z#+nwCSd`H9!~YoQo9QgB8E5(Ju#S=k=1wJe1v
zX_%z`MUIs9G8Nu@mcYo&lLPm`^*o->Et_C~h=`{vsOtvSvL+k&V$cXr6n^*{y|Rww
zg%h}f5t2zA73LSI1Y_d8(V)wugNp&jlrDo_3+HA{V#8`*mSG!^HW?stu2T?VUzr8y
z?K-_F7)Mo5F+)Sgt2j*X8hB_bUwk$a(>MEi?ei)X|1Ha(VIlUHI5jWjDVNKe{H6}o
zJ#ZH(Eh)2<n2PLJF5`Z+<e+1%k(|V6oxU}1g)2%oIQe915QwAq#+sdDvSCBn=JIF}
zF_1S#6b3p)C<NY4mV%BH`>r!^VB-az-p%@r)Y$6m>o+HG9fc2Q`~J{fFI&0+MD_Gu
zuf&}yYtFvZd)SM4##qfB<!+A6BQ<r0BB$C#Js5t;YBRy*Db5(vEt3<=-m!c8@8f6Y
ze@w^2d;o)vQ+`pgI2`i$z}>nm{fQJyP^~db*obmneebu?psNmz0^O#LsV2ztUoDWj
zdu2Q?2WXvdHrH6_ZRi<RgtMeU)A9DNw`>D(#<8CY@9dJ^&E+AEO629t)_cgxvJ_r(
zB^a<g_zv>Ge4tAt_rx-&Bn(hmGp_!9qi<Sp9rFn2{no^Rmf{`+9nJ#z`b72iuE6ui
z#ZHGh4n}k2Za+8_SM{H`m&>z@NzYG%DkMPLwdeKta^OXvj7~;*em^x|;OA5FV94D4
zs80}pTwEZ_*_tn|nx{%qH-QJ#?tDz2BdKApfxgu0Zry)+KfFwg=aqdwS-q*E`#qvQ
z5SrwHO@S*s|FmV>eD_hE`pt{l4rdPH<4#{-GcqUv`=?H^kIp`WXk_0M;m|N|gzIs_
zl&g<>+&d^PB=jo5ATCP(9jKXZaL@z0c75!qY^E~|lYT!9nk$96!fmgBxSqT5<(T<U
z-Y<AL!>;Vm*1TSn+eyJ}d7l(Ss63iS<S4jK5Kw9Qfl4DRuu0*F!y)<=VF*!}Y-!Q)
zDAHJAG{%5_a4-^GV|@r7<<|0J{84cUA$ZSMeh|@xn#nEF;FEY(yGT3r_<u%OXc+ay
z#RUzU1YLl)rHGs3hn)@UMW^znCq%Fj;v(2fN0CqkMOe(`F|Or3b`BVSkiN!`d|nAM
zO$`$gqV)G~b(%X5NY~6a?eh?&#s|ge1e(&3y3x2{&qkTP9_#m8wnZ~jnm8szcpgIb
zhsrj^qZ0qV%_hm+PWtXdekw)h;P>qRLi_VV45LKQ+O=^Ob*CqIdzb!DC5<u??GI?{
zLtzy)R!FTSW^6lCN1xT)S7jx2iF#jF40d{D*UljO2984?_O<v25QA1slYo$PwVp_Y
zX3h^%tQli(KO!l8pCeJigOB=bUxFsMOFN*_wfxT>eM6FbXVMrc9qoDZxv-Kz^Mm{f
zl3l4aX{IyngP;EoOac%!DD&O_NkpLlQeJj*Sj7^N?j0GGGuOm-*$eB`0w;~zpnO#Q
zIt^N{Xe|<{2y@QAT~v)<axn>9U^Oo}0i%UMT|zl$U*8emL6QXNMJi3FK@CKST?_A$
zHq}vNYOCAB-;ke7Z<(cv(hmd7rabqqX~m`!a98ekOw>91FM!>7Y$goA+f+*q`=saf
z)JqMWPHa}G+NnAZjo^MC&~MI*Wy+771NiAC5ZcVSPNEs^i2H^-z?(1sn21x75Fg)|
zclVpxGQ0mFiAhW8*}w#lPiqzBB`azN>2Ac(pD$m(AyiEF*zZ?HJagx|j*hG7^n|^F
z8G#cXmHfx_mam1NyZFVN{B%F8AicQ5^v)BIBfizUO?{zmwI$KHsyqvCKYK@Kc<~_O
zJI-9?0hcSttlTrxV@^Lm&PKN9=LgA_7#3fiwuIsB%crrAPhLF4F%^~(9M=1FXe%Yo
zQYy=!B*YRjIlzV)RIX)EHla7f1pY!{v;tuGuWj3`5nhPq6WyW_*A18Zk^5t$tClJ~
z6lM3E9ZWXFRQQ5%VKwrJ=Q<L(-_j3Y0M#DOMUIsAGF?L>=778S5Fa;keV>`UN2F?v
zy8ymuFHo=CZCbxK(|KWD>`wtU0INs~Z2bdN;lxtavk;ToVOn_Ouo^Im?<*s&$A2QB
zxu&;BL9+NSJ$|dlk1Fuoxnrq;88TH2gFg~=UNwS)5fgv4BwBf6*LKs%N_!+HkgEw$
zF}`GD<j53oV+Vzm3$S%X)#AcOZW(y{+O7F`PjJ2z=@w6Hlc-qgNHmY)jlu(<sb1`S
zKHmv4B1_~53i)^hQ3@~^C=1E>{2f1%m{OidurymBI<EjTV&NFyo_~*QwXK?-n7|0_
zBW;5{;5uB9&<R8rozQdC@aR!bBy_}ge$1(&{320e{%0ssvFyE4im;I%$dS2&t@06$
zLK+Ba@AC-H6UI`tgI<`7UIO|`*=4&gTbXs12zD5I7H(B;>Y%s`{}VVD&A%Ia)aMuk
zf<QZf=(<{JdJvB{!R~-m5+wQ#whs=9m7kMB$l6~uj3S!vLX1^DNx*gdv}sA6&qsn(
zxV;GsV-Xef(6p3LJg}WmCXk!c@$Nm$YWZY|%8Vjz+?Zw08@tm&Cd&%asP*ZL#ZLG6
zPJ<?;*w0gi=ZU8NHVb*7C6Ol$nw$Ww9*s%$-F#>t8!z~RR}cuNgS7#Oi|hELRjMSq
z{gJhUVwuIx#u->RQLuSMT<+#wB=uethv3r-Z+<Wb$ZF{`YDta8RLZi!g3pEdJvL#a
z`LS<ji<4S8D3*3;eBPZnr`fLw{0}I8dp_9DH|EPk+LZszB%6pf7FEArlA$_GLmz?C
z(L?APQnJ`Gj}gzPAJnwwl&^l%Gv*r=>K*i+-$!WclPQ!A8A58<eVs3HnJ8$laP=Qu
zG<rVb-#pdq)F$qz5N1mbSKC!yv%vrK0F>z8@V?Sx=HrMD`Vu+{3w$|V&uh0bfsij>
z={j;PhvM21YE40klO$JOvWeA&+@u?EX}S<(SPzYz+x<PYTvy%bq^XK@b=!k6LZHSH
z03segL`&9NyAtRjMD=fm`Q1RMAJB)4u;Ql+4qjbkR<VnE`+g$>fb{0_;2+#uyM{YA
z*o}y~{v(IOLef0U;T$O0Six4MXg{FMCniFvhw4JQy{@Aylf}$FufEbNK4o2;0YG<=
zXef!i=l9vsh$wcLY`!O%_<gK{mvdW38((N${*9{Mp6^N2{G*5u@UCd-u08g{T8N{%
ziLOZK6AozOx}KyKp`HX1<X8`}x%+<pb`O*r!`1~@_);Cm#+fUZdT}tN%4p0XVnEvX
z;|6}-#M70ino;cO(xxcCep<nSzd5F3dTZ1a`S^yV{Xx^d&DnRpuRo<bM0FsA-5cbZ
z2_KwHu%Ik?x`EYM%=$tKs>}2gkctkcEx(3-1exku$D#CSjQ{-uX*6QoY=~C^OOtmK
zN1Q$I+<U}`Of;pD53U=UxSpJM11HG=5Qvl6cAOAgr#%U8U$@w~GNV_>?;v>3zn)MF
zpT7eM${pja<M>mCxA#wyqLM1(iOjEsMn<6719yB@sI;SIa>uUBcmA?daPJNJXR4qK
z67FPPfP6WOMn0AT^dgC#{CLUf1;td<maScXC{Oxph$A~osG~#lq=tDp3B)3V;vOyl
zofH8z@9!|uDdjA#!Q1OM`j=!AavW)`14~v+%X0BQ&{gyQjYTYp-o`Ag4mz|Spz3d?
z%RAVc{0mE(2ujR!sQhpA5F?{oL8JaVVJyZhRg0aDPwPdkqNgoixNIOkWx30h;rGM%
zskBL+>*0(|Yc)BhewXcG#kY{;jXjIH0`*l&zaT-yq{&MEYHuX#2Q$r?S;SIUq$X?s
z@wOvS`662S*1oJ#L6}cid{ntm`S)w#w2-e>LH=;@9+G*nuU8WhKG<gw4w*CiUe#Sn
zHSwc+@6}u@9}INHXfZD&QRmt`iNXkt@1rUK2WUxr0@oqZ_y1Tn8o$Jx_x3Xt-;!#^
z_ddcCQ|u)LV2&cNX`^ckXZUCbPqkN1UZuLqIW&GBh<RY%@@l;$(Q60P@eL`|;#IBs
z-Uw7%Ux9Qg!d|%|TVB}f(hnTzlJP;CLBkU+Cf6jtF_@h88aUMq%KG4RMdlEW_~iiM
z-0oDM(V;c!LI|j0_ivr7#R7ouo|lm<5p_^^j%L3a*BT_#k!Xoz@?A;frfI1i8=TRT
zIoJ8PVzh^*sdk2;*>cLgL8dqYOtmp-!@kM!xhZhVCz}aVJ{O<g-)u>M8r%Z4`Inxa
zRxAD472v#2eAOxOTp>8zY(vxuK<hvO_R!&YCrhP8VWY-oGi^`B_cQ*s!n7r|X1Q>A
zD0lk-bC>Sg2YOVTT<*Y_C7(OZTIYfLB?r`a+DvD}raGu0SWPGrz{%@(b*C-ZtF#vn
zUEw%fjEPO$q8R7;>BL7(k`Nkyw*q}Wu&Ws%>F~Dyl@Gw_fi_~tISvjCl3tl$g#;(g
zz&8RY5KsH%B1&M)L#}8Z#U`5Z%YQG~i()^M8Xf=6N02?3k8E8wp??{eMnRWb3N2&_
z%6N?!wXF~i9UeqP(GPwfM)XIZkNJ2aXJmeV#f(3=MzfFySLpSJQV5MlrZHt!Vlr^&
zf+9ht-22rqA7KHGSAmnsTpr-`|8^lb3mm>D;#VXC7D3xk`r8Q}Lc$M0wRF6_p!Wgo
zx{tB(84wZ08GQUPJ(1=zKmFB7#26FJfyzdb_hZthN_1|#)x(tY*jB+NJey7kYUHi9
z@54qp7H4LRSyHYq-48ng-xfi~&6!*&<2t2UiorB)><bBJ`NgVm(g|`#`9_$Tn@db~
zJMsUxBs<pUtiXI9Csk_tL_lPrIz4+EVP%39N$s-DCtOr?RuufkcyVv7G1O+!XarGA
zrOo~k$XyfeA1nkdcpd9-kK?v8?Zf<}+Gd7d^Ii)k(xvCI(*e&O^HPz>4wOy@W-(;?
z@+p1u!#1*?_g;J^40@vOgxhw0oCZDmpk@A$yW#c>#wOH=m%-XWK@i1Te<@izgfnTC
z%%LOE>`g_ja>_yYnMPsBIr7ZCPk53e4=n1rU*f#w)gIC&r5?I{RCiiZu=i3L)Ew!H
z@WoyN4YIpF9h<kk=OfaM$1m3ZELP0f?*WLRhjEJ_%i8G68jS%bztzDx-!5D5?G2za
zKPuOkr2hXYT<}znF23cuAz;RG<CWYbCteauruJ3YS_GAk@T?sFOK^9B)&$w(m_mbw
zUEK>iH^?8&9rRktG}w4-y0m8cU>iqrkUhT-?oAF^CWdmyK69KV|JyK{va@u*V+fo_
z+XQDHS}pd#*AYAgrx~bSW{En+t$hg$+S(hdxyrJxn}Uh6FW(~n(UPdXq@{14%k#u}
z(O?es!Xg^=^PRZt5spoUB<Tb6vpno``}iZbB}i}v(0N&5j~Q<;^<W=(ua#a+dguL{
zL-;)RL+mIHSL8f?E6==~KIr0Q;-CMAtTzvbx{v<<#~u+`vV@W)TMa@qNM%dN7P5^!
z`<}!oTa$H)$dZsfd-jy6XwXoyCQDheRU<p2?RVbYpYL^je&6q3_kDL=_w=6kyq0sG
z=Xo9n=}C($x3+^;p3cpitBF_#@bv6Z{B9;9ZBGa$VZHD49q1D3jGyfDoT&;?WZiC1
z#|9YXR?}=9%=KWZ`l^aejge0H6he<8G16VjpUe#oe<{$>_N3i7untK#FM}dkwlk0@
zY!Y0u6Nr>_*dT=@{#v_Wkf$L83I-GE|CTZ$P2y-?!e#}8gWnX=Jcaba!p5Bj^1&B*
zt^@fp*buP^(RZc+mRagF@$$yGJZ0fTTi=7CCt42&n-D8?EQ!yR8-$Ln;ygU>O@-7-
zO^sM$+-%1Cvvbgw4?3Vf=5&>Gfbk{Rzk#9x<QR_BotOORwi`&xAwU3*O~@E&#q*Vf
zVOY0yo``BDXQ8HqU26R3Q1s`Yg_A3U#F-M&Z)|ZN^NTh%n?&1LLI0K{3VL8n3FZBS
zL#bxujMwn#LrZ4(aDw_`Ij_UT_O?&TWQ>#CVdfQc9=G&0an<Wbc(t7!>V!y^@88Yz
zuym+{MDbvZ5XiUZTG@;3rKZBB>$elole+v!&6Q<Cszbd?n3D&4zba&CjPNPtmgK1b
zdipyqKlOM~{a>!@9}SAQ`p99;PBltW-}p;h6-X}$Xy+zTQV#l@PoV0kbjUb&U3s%0
z%>zr!0NdqDnGmu=(x(PCui$eh$Dh$>nE2C-h);YYXB>|I=hNHQc1*k#xf0@)30w)c
z-FvSUSr*0q+W%{1^+xQkC%0PUKlDS=Tz0$CIv=OHM6D~J@NLo6*fHb&>Tf8t%`F~F
z+I><f*2A{FA32VZ=8#D_Ckfjp`-LFQhi!;v5ww=BcCHL53RbYRG9k+9J^lMDS!ieK
zP4do{IUo59%rv#YLY9kGZaAc9N7d#p?aHw8%bN#u(Dj4f>{j#CzzP4puDt>O!V=%t
ziT~u3#IqI*4;ZH<w4Q~Jkux5~G|WEgGVJEQIRE*14W8%b3r}qCT+}|0fOls|E4Y4B
zqJjRs>*-~bMUe`{aYAy*k;~{Cw1!_VVt(02y4DL7;={`y7z#|TlL{sNi+xYdyuC{A
z-AxU&rPg(>&jpX0$c+(3!s56u%a7e{stzgI49m(pbW|NX7GdUt$^K5K^Q>QfP6ko}
zU*t8={Cf>xU`j(f*DAaAWe{!OjGP%;eLrpmZl8BIdN*2_Nlq6Ns>5g^PksoSyO1xa
z<aj(JX9IV6AcXa2;fre^TTnncs+1uL`eO8vJe3Y&=GOgw)uIj&L$QNCx?{}Sl?_6h
z_nr<T#R$*po|UZ2%#<ckX5Dc|LKv~q9m8l-_~P5+E&SRggC94-&d#V}1qnze#^fFy
z#lDPDZR!B=DP9WAbA{y3PM-CQ3rP)VrAS)a;+D?5(OGpp*Rx;lm{|VRfx&e28UK-W
z*WQq#%eY4Eo9vAhr<427hBON;37_7$Q?Z!2MnaMXB)dAvDUB^qifLr)XfxZ-C7?5Y
zZ{ST%dQ+iqOSAOCg^|Fqq)g^#3FtAB0-cP|+wF@-xD(U#6rZu5soJS)qm;FwC7XqW
zEQu{(Q9&9kf<^m1bvxFzpHcY0`E`3=E@K+k@@4sn!~=ZG+V}MN_mzz|o^We_&faj=
zf~_wjW;P!=sNpwuYkXsjxH8P_DT@u$xggLiAvw)SPJ!jk*zk%#qV2w#kfFUSo<6!3
zY3R*At_h@!r<!b6j}g}>CWNw@5EqAPQIyvhVLrOc7!mB>GkIOP{EqkJM9_aLabqN;
zD0jUW0<1w*(Dt+!4wLn}r73011soh^ZCv}x#~XvHML90%KfX?E7`{c=ZF4XgHzAbb
zlqyaK=`T)Ryr?(QAmn;Gh-llHaS(*9e;K*&D8JGfZra5z+1sC!hd{h<6PgJgirsDP
zU&CFsv*X)WcGRp?4ckyC0p?(DFU+X}N{&#SUoB&X)$!jah?x>)`73==jRm)HChw>N
zmYDWO_oDZ~lRZuBlIDi>x5ZFNTe5n#0Tjj@2!JhOXF9zw0u@4uOYl@yt}P!3BFArA
zT!4Z$Qfw4P)?JGK^SeB%*!kJ?4pPP?RjiQ=w*Mm`ZS3)6T1|B>`WYK?VeC7&%+|+C
zI#OJ*R@`mU(FO%mhUq6$WZqIgL@zzbxo_ma68ngR+xp!Omi?5R8t>%nMeFaeP<V*R
zt;yUr$zBwe=^7`ruIU6lHwKIAfn(26Kd)e{;SlhAes`BD5nJ&0?!8S&?*`dy3MHHp
z&|wb@nM55=e@jER`c%e}Gv4N+-+ZYpF%IV^5e7*a{UJq5)CBp7Yg#shWwn=c@!?!w
ztz23xbA-_@p4S356aV#D1&bDKa4MZypYr$`tGY}b&|uq8!zM{$$KKeM3@tB>5m}i;
z562#U@8JhNh`nh#7t;AV+CUm}c<|dT{ID03*E6l4RZ;{t=L_OyJBXjQZ_t?5ka#~7
z;C#w%E-|Z&*~F4qxr)2>OQHP?f5L(LUJn*7DDq;t#|W(o-Fidx!^4F6v&Tn0Uwjm<
z^{;K(9ekQov*?iqd7ca6UpW|GAi>(9p7J=<8})iCG3UlfH=p)4*ipWXg`Wb0pK7<L
zZ*ijww3>HlMfJs#UX3ZLW8wFW8gYMF&PC>(iw(Ev+)JbO4K4zsyk!+u&NzCM7$F-a
znZ4{Bi&id>s5?IWX(p%U?rGYa&)T4<nFtaR=Q0<l<e&l9HBlrJqD97TgPq`>7_uh|
zn^(`Gv<KU&735cpiiDJ2^?K@(Rk4$-+h_RyC~vAeUs)B;Gzv2x($}%CaqpHkoa<?*
zGCnxvXMVG}o>F#j`ApJ6HlxwOWf~3J2lq~~=B%ky_S?MU)$H4LZ9qS?Xp8*rgGm5y
zhRDs=aar9`wH|Xh_)n&kF&0B6H#kwB-_^#4quf7L{b_)FHq2hCWI{I`?fJlfe{!1#
zxkyuy6_WgkbD1VVMz}GkWEPH^pPH)EpFG61(Z*$OE0colD3asCCmx+savwH!eCT`A
z48mg0Z&cbyJmqWObA?meDXaxcZD*crE^avZyi~J&07>zGKW`g9d@L#B5w8EEt&U!B
zdd;7K5XEp}ptm=MwjmMSW))&hEtm*Vw4vYV^Pg4TykgJr@TVT*V8+SplJHWtZB4~*
z7v>=aPA$S&v`pg<)_Q$7F0*y3V-JlgaoV0EHk0R$q8y75;~2qYF7X{r8XTSu4MIyf
zy_*N}>~}IPF=I<qg&%Z69c^2!7xvveTC6_aKQYrIl>f&YlmDkzrZni#8;9dWNk*lf
z*Oxog9sVnKib)-EwU5}mlq9S!fb_-W-q`h^k2xc=l{kAiY`lMA?ds15pTdgVT0Y#l
zWYipn0vCnI$12?Q#skiyhvXB`<LT&Z4Rv_?<Xm(;In74kXEP3yh~Ce!A*&wdqig5w
zR6yy5a7gStwXzmsP6Qc-5bmm5ze*!?rwr^3RRnJ$vvp?{^-2%dq0Zr>KH!UCVO4y&
z1oh3X`R{KgB#DxZS{q$+J;M^hu{^;|o<I1<)v?@c+q>(t4W>&4IsSeYkAqsdkqShl
zly5X~`cwaZnuu6cVeiJ$;Od>5zv!TYw+o>=w1scaAeas4MfL}9-J{~-;_YPrOl?2R
zZqYKCmoh!3b^40J`;Z1Qa>1vxt`)1F&dqT@`1oljJE~jet9`8vvt3_CiTSCC5bllP
z`wg7SZ?&&k&h>1~B>uta7E%_c<X^vq@67#XQS#iLGb(~QlH9Z+^y1>;2)qseC-IOV
z6Gk)wy|pY{VjKO6?Jc*tq&BC=WW$J(x`rx3!WW+H4A_v4-`Ue&tf8##d8DT0#{n$9
zi|km;*)UFcZO*~XmiQ;va^Guel1)NN;Kh1M_uVz5pG@q0#f~*J;2%KSCn5O4Y_IB9
z@co}Sb}-_AE;I^lD1UZ8yqJN0@uIdG!GrHXV#dw&@KqZgo6ddMB$}j$mj#9A3T8mR
z<-_>nXcX4h`+<B-cUBHsAf|Ei)&YVH_I{%fL%zTJ#@fvO;HEs5Fh?)#A^N?l|1O2p
zw9nP|j$Z5p%3{0_CS(ezCGF4#?GJDWXF$hvUWG!w+R*T@$)pKEJu|VUB^MphqU;0l
zFF9jtZ?Rv^M*$_8!LN0;W>4nc2EB3}wAB?VCug+d*R)^2mbSfht{@{r#TYzf4MIE%
z;{+rC;<5Z;89xW~uuky|+h~9hNIW;Xe3@S<2;F5560mq{(%GIQ$ClE0s*~6#r(Dtq
zVu0hl31|5(p5Y76b(0sRLXp33pd)WrO5FMs!Y!6RGqpGuQ}X`f4QVTfmMf3`Enst4
z!1>|NT4w-j2xt@4IUz*mFurt&0jP9H-4|FS*YA9IvHlJd@cs;w$kC%r>FMb$^Vwb;
zd+1GxSR>rVqp?+M0%~f6wH|J81><mVw3W$Vlm3OkNAYX7_~t6g)NYfv%tU0)Sxmyk
zIri;%oF<7r|EpDgsEXWD@Tu{O423&&hZhnV{;9p^Qv+A8&L*EMXlrX5pF@CakTjW%
zjUWI5=#H4eAN2i)Sp=|$)2HXx%c`o9!+)3N-4J*I4vGLkPdaqq*$@ci3Xnvm|NegQ
zH{)x^l-S{Zc<Z7r>AMa-jO8_zhAoyCLx&R3gGZR_UlCo5kEc^gqfKxo#)4MNmy?@>
zq>fG`rtTiQGJP|uf_Q1K+%tLBZN+r-X6e0uc4|}cV{<Z}zE=4Wsf@7I0(?_45mrEk
zT?jv5D-dMK6v#8WzP`tWZ|qFBeE18<P5+I4-C5un=mLqsNNrUs2XIAg<*qqj<eemD
z=qqUtXc@}QQR{T5fvpt2x731SoX0p1gL#sq;&F6^Y<}Hu^EiR!dR=NkuD@T>%D|`F
z(Nhx(Z;gqSauXOU+<9cxBp0b;VMl_=Ci<|$L`#4?L#AwxyPsbd`o?Nv(GL}F7Ds?I
zShWT}4#<*B$i!Sbj(}#im34)#asw^sJnj#5LFLy<$CHSkA<wDv5B?$jR&GSUaxh@I
z>E-1$@N@Lgl9U6FTvbSsvekp)VFE;`Stdlu>OHYiY8EKzu8e#qEt(^a45AWj$P>Tk
zT7FF64IC@fh5TeFBsg0ZVoFGuFQ*<SE<ay4;y8=YGp8Uc2CP%c>Pdhk0ll<0NA<)K
zrn;u)wrmfdioZke9Po!;0~%uX(>(G5fm?+T**MN}#A~f2Vt*BMHO<z!_LxHJ_Z8?3
zb6nNNEF@~r$&8N?(h4Qw_Ol;(IhW!;|AYO~-ybi%GSfvWtXH+Gkjwd@#YXQ>&Br^Y
z26>mRj1#^_+(!K3V&{3W;C`S-B?+o>BJXCxH@qtj^^%+}6EJ9aavD()_Uj5pfr(-U
z=z8q{4*Waa`mH)K{6X=B45v4#;+=nOY;53A^!RXmTQv+!3Yi5G?(8G)&i3&_?Z^{6
z8Kw4>r}&RNNH*cxVDdUqgflT}$%ucv6KGBy=(I(=;^$MPiJ)bfSe1ogz#p;i#b@>x
zpAT)f?rw$^0%R;z>`_UH#Qa)zwg6l?lFL4T1v~ZY%hA)XF5cWVLwU|y>FP4w*s9M1
zYShlTiF-L8zTNuZ^_O#pm_QtR@}Ws|?(QWy<8W=ba(c&O<xW`H$R(hyHPk~a%G`pw
zrMVfjOcZYZ<@3=!0O2M+Jm|^nm#*G_7r^<i6l<WQRcgut2kiX$^UXJR=ibb$hRQj2
zvI0>GKoln2@J}^IsE*gy+eC>kedc7oIXL*zn8>MRXnd%0Qd>KKJ0*8b+d$MV=Qvn#
zM341lr1<x}^tzu+&M?8z1Y6%RXcSr!Sa#JJBj6Vj2d*UD`z=<CtFn61ZuO=GP&%GI
zcsL6j0NJLp@&4RD#vB~NTJV)&`_ZFX77G&Pf)|Ztp&=24kZUGx{G?=RM6~vYJYR18
zhWtt4o>>?Cex($L`Gdb>!|`qy{S6CDYNp>8qXk?)+hqm}njh{%$ChhbQOqUI{3&z2
z+K!|h{Jo|73c3Xk)_Dd)Twbmt8gZT2B^=<1dUhf}YZ+Spl@s*tjGdiO^@~4Y=9ZSu
zz}-Q}vus>{pp(lvtr{UR!Tv<pSWo;uYoujlI3w^Kz=rDk<n3bGnuM-)sQdKs(j5&%
z?uff<#qd12l<w%Y;+l}6fPoWZuf17E7$vF1J?BUe?*8QKXp8yGXv^6Lskjb#_7<S;
z5)n`fudP1~{QHB|eF%3bkrz$)*_<w8+4<}9Tp&bZzAxEMPTXDn9XK;+GoBJQ6ubY-
zmtXNYZtuWYO;+wuM?PH}R;x$_N-y(lO1tS0J=|zebII7R^a>K3z@lFsfb+T;4-KDm
zvt4((9B&KZflRj-tU?yw4|dTc0Uieu_gu8-lR+xi(;EZDk8o15QrIJt!$CT{iBUvn
zWdd*X$FpZ<m7HJq9H?h+VBIbu9Wo*w5*PK1MhciIYnP{yyB-iSQNVkhD!OOXj^KjH
zWc?gq2!(>&T{WspNCu&UnQhxb+fe1EaB22B$zt5Z?6xF>Ca367DtTTZx_mm9XYK+=
z(un9}ljvR&FZ{0Z*4@)+TBIRRe@r(E;o%`zmHD?1R)M_osJi-{964zBc-z~MA`L5>
z8YVttlZ_no-QHnz{R{HaR*plzgU^9-v==nHj0c%7VCsfKiXdJCN6=0i5*V7F|G4ft
z4?<%Xpo^0cQdm`06@ngfr|@=(ggvB4zQ07YT4N`Dk2$L#ecUMxefwfqe;KpBDz>vg
za{+rI8y^m@C13q$i|yf8hac`g2m7H)egg0VgCF#s?u-FvH#h97l-hdliBT|d5irXt
z6M;R)RDN#^rsU=Mksu5!YW_&*bnwytY|DI3qyoRjaEVHG$w+!ih+b?tDec)(I)s?=
zr62Ufd9z+-(0oeiHdT&Of^0XN@^-rqzJ$y9r#l15TL@|xAhZ*{_57+44~ig)G9_*}
z^LUXh@jkK^^QUM_W)erdbr~7?zqvSfOLO>OOihTH1}&u%A;CLUWz9lJ4fK9mVhwOr
zP2w}BYR~)C3oYpy)}AQu#L@Q+t&_;Mx-WM>5{y!lVX?u|$56~c=xUE!BZ2Goaq3!D
z6tDe9!x|smDBpJV3o(rhCUH%tPpD;aF{Y!fO}IXu8c(U^RH8xoCiv*yXY{ghX}Q+A
zGw|bd`@h&xpDGQwX!vPOEG+P;sj0&1vH%wy3L!Y3#!nNQ?_TnZX>81s&3Qx9xF?PI
z)-Zt;`U{kNx+=jW_#ua;FC*VjyqgH(C3_m{wu0y}f5ev~{&?maymZYoXQEc04Kg|r
zt|AhNPYctzqk)<af9ScS28{4N@X@u#hi@L;dz+?kryu~4mKf(>3;fhP0kMvDpI%F8
z&c9$B*1A-x`D&y8^x4_%L^N@<JYrfdQhr?iOnV!Icp6p@-pwoM<o(EWd~`OGoHSq)
zl!jAgCB;~A){$R&G4g76s9*5W?eM>Nayl2%Xrc}|Pv?9p&>_buYXAt<W5qdtanY%R
zw=O>6^`iE0A#@C)Tq*%96_PgRZlJ|j`!S>lcD3=V@1{IQI3MvVP5+uDZ<R5Fx+ivl
zoY$$v^us}J&z-J&tNQ|SikoA@+bDb`Up_iWx$s1ur;=+a?qYtJo9$e7CQ%PKSUQ96
zj}Z#0zq(%TF7FTNZHh(oWq$dIXX3(jWC&3TCEy6Wi85Xwr~}PUKB~M<))_E(e5Y@y
z{Z{`n$|&+0dN}U;`#}g<|I|R<oLxT`eZb;fd`X0{i}?KCrI#gZ+8yg8({5=JPdV#c
z#^qw1>TioQEe-p)djfECBm6zoCVd3(;<_66)P>mr+364eG5Gl$!6!CdF0Sd9oMU&n
z-iLM9J&$F(B_ko%kXcB)b>P0cv_zaNo$ocB@kAX%mA~1pKHcTexn<T%b#iJHoh)OX
z4<x$dn5Q=OLiiH$eUt_TO}qQ-!<NJWVrSK4CV1t&vqYq@8g__l`J=+bLC<~SeY{*g
zx`Vvp0s&l|GpeO?j2kg`he6A7dp!MV1t*0BZAc6STthmUt(Xo}*voRsIDGps&o0CW
zOnZ;Xq9CMatqMtk0-PjqR4Vfr^JQ0u>AQCueRS0qWS+5ZBOj5T*2ju~bbW#F<(u(2
z?AyP?rtCX+7k_V%5LaVb+0lvmFP|9Oh6%Ee=$I(xVx>tLPcmOpKlG;Fy~JpLVlvaH
znbHj{mpSXCxanM2lCbeg1K@W-`1GxI8aMyoDy<t6$VLG<XDo@Fje<10&=~0coC5{L
zELc2xCLV+b-P|Q^m;~-~7OwZx&=Jp#ff<3H&b4T7Yr1R^_)q5)le#G|K0ZFHqYr>K
zsNR`=lp>tqljmZlwV>I{==DuzA?NfRy8Ig4lPN0g;=T`VUQMEg9qJg7im-9{aIWS0
z3d&+C;wx7&)gU9}O|Ws>HuvNK-q9daE(&?PN6k+Onhg}as-1y5msrarQIcWA(fDkX
z0g0Cfb_xVsYFOD@mC%|aAW~r<K4E67hcX*a+27ID3(X^9=Rf-21bXp5s3?N*1VT0q
z>OLAvKynPEaeY(h%joS-AqLzhXsqt~_l<^%j8zC_sieeIuNCKE>ny2(M28WZJh8Kn
z)Vqcpd=dkRf`2lf2KVv$VFFXd=4QO$z7GYSs6P@)0xMP1$Y@`Q(Zd8D8H@aehM|Or
zFQc&#cYwqYnLryE_Kw%fM_0OHfiGMCZk0#{^eTQEBbb7#v(SVK@%8DFNxUe8?5G0h
zdKwg5G@<iZSNs9l=LE6-T@OK76~g;*IAWt?!#mGfBu7VEkM~o#R2>95&OJI-z^9@9
z-+goctVLl=qeqj_!<%i32bX~ygH&A2&;RVL^&FO#wQb=5KItn2eFi1weR(%_rQSx&
zjwWeXOJ+d;H`imFIa+2?kXyr=$UQPfpuN=5)?~;iY(2D|?t?saqRx0qF`OJb1?zK$
z(7h&Kh(ju8s-~vI@`{R8&@N^muRaU-Fa#P1YRz-tzfE}OG4PQsqu~cVZA>f!W?9}L
z_;416!V`|?sS1tp%p&|0E*p^w$egpv?k`D9)Ss}ALl$q!Mri=NXN29oLTUay1JU8@
zKfiyj0?Trcj6C;#CC9=wQtrZq-+FiT@T83CM5n1(CQ$ZR--XaimSGhzCS3O$gf6?6
z4k%BYP_Wm#lf7rq>T1stuUHkX4T$Fm2Rs1!_MN|vKCxKl>Jmxyz*uMaUvv%Pzn9Fs
z9eJ5rAdlA_m!M+^`Y>}rzlT)rr+IP$gDrxXx?H5<-Ra|F_;8Tp?`#zx>xDQnRV>17
z2dvisRmSt5aGQz~CA<W1W%BNBn9O#v^NBYNLTq!1#_y<3n%Xo4GLw3EZ5Fr;X^=<e
z>6It(7Ds0>-0I$QIoW00!N<!DbLzMDOCN451UX{519_bYgq~e(1+`C5B{J{tuZ7U9
zk5>>@Jm{Uk(qsp&gvIjFF2>$^A+AS|seEcGoEITCP`b<3v>_go3v8zY<91|p`IXqp
zQ-52g>JGc4M->dfB?k53TN0&^+?T|L&-O6i9;B1X;|CPszswF`3Z1)~-&P^M6#)G0
z32A9*|F4frt)JWxe4ytEYTvN8?x_bo+=Y}(ALi{NhI1Ewzd4(7Bq93IOV_Vdg|r%Q
z9w@Ac+-v9$4vZtuTX|qw?fMt)Hw&x2x!Yg5njf>Ty{h?B0wR9_h4E42MZw#8;x6g%
zyZ*eD(j;03=fDZivyR@vM;r4m;XC&-<EJ&o6VPOliX^^e_0*?3GgZ1qKa8o0`l+#l
zMi{o5wk?6=w*i7jvW5vzJz%ZMp>vnUe$VNq2@<vl5uc#jn8yfEjzChR?imeB`f+S{
zE7?+UI+r{@(3x|h6Cz`U+5opHxibnrx=;=~)}aoj4TE&_yc(9fP{JykvM1AYSxO3P
zpe6_3*)^u|Es2-Gk6Xq^_dIt}vtb-auVVhc21DUoLxxId<gx1t2GDB&5l6V@Gq8SS
zs#|DdnAq_jzL8o2W>=uxKGx9uk<AZ7>)-!|>QqIM^wie}$uKwp-EKY<+r(}T_XpdE
z@|7rK<G#xt7?x;<%Fr)oDso)9#dwZ7=Y}t<BE@Qi`%F-o*)subRfOiP>@yadkdWZ}
zf&JE573h#LHZg%HER+TrOi^w3%-Gh}`|rCeB5!&_hS;|0=~+w;yY2d9KY^DPMC6l_
zF02>wfKxZro6{9;K#J<*I#0<W)oD6liOic{j%{U<HH7jgYIvI`K@zFEumF_ee+ej%
z!TtU7^Ix$X8A|d4K)8Um1+A}tbTke@<@+}8K7uhGbwL^R*+pk944GD-_pS>kXUK$C
zC`9e5VtXq?6bmFIV=EOJ#`dGM46D*S8WSEWbBKJU7L13uOl>Ae5f$z{aL}gG76kk|
zM`N6Ivy3HUktU$!iKqP!_iH1#Yk<_phd%(cEgOP(Mo{6v-gFu$I*$-;4{!TNvM|QD
z`}ibNyW%fOL-;B**!HJ5=ayq9s_x`M;(VycxvJh!GxNI*GZ)^hDA8RIsrZ=f?|15k
zu@rG5n1hjU=y;VoyX&sTmyNxG7~IH*59jW?vI?rezzz6&3R+uFE&Cw&Amr7<oEI4Q
z^7`rryW4<rW<zK~oS*tY_W($)%dd*c%A#GBy7(eD3`>8^(ez66Ih}w%Q_PtVKS{I5
z<f5b8+SQ$XbSKxvb?c7048z9#7~=BC`T%{oj4)5T#rS@xT^&{B+fkIb19+pdvX`Kz
z`GLGihalkptlU10C|Vao5rw0mxR|ule5FtL;C72&iqW{dGoP6WeFk(;5T<ka=Psa$
zl3#R|HWl_VZ)*Y<rD#V1Zg+_S3E9hVrxh^0Obg7rzUrF9>ok?9sW_JlOa4<p@A@SR
z3q}ZA&CIxht{WP%0bZ1QTNzpE;}pEhDHUO$^p{mvgX|pLH8^?m3t}vhI4+@L0_Sc*
z^d1`8J$uCGF8qA+@)cKP|DWEmGG>;ejCRzoZ%TDtXgO$Kx&EHbu;qpv^T_R6A7sB$
z$#qSl`Ptt)@`plPL>KnPy}O1$#1vGv?r(;wWy0(OxbuB&fs~Eh{eVC2Y<mm2VKQhw
zojIDyexDF2y6f0;xN3U6bzdslKEN;Z+%*9lO@U7rt2#Ees;O`hTuqy5<MOpnnScIW
zliHeGVb1<Mk@6&A^k7)Grw%zoH7Ehxcc-i#bn*(~1BplpmKAq>wxdz?@zi2z00>E;
zQ&CJS2um15&6ZzlJ^lUtj+Hl_gT7H4ykt7Ni<BA!4jv4Eo)|}9fdabd<iEHAD6;-v
zMO@hGjvOSJUo_!DP0s91N-n1<ZW8q(XB0_EDKLnWI80}ryNgxkuTl*U|JiextD$Br
z5r6b%Bxix*Ud4U*we<Lfo{3M+kMvR`3A}K$l<{I&)aM{lR>8uaWza2@07SGPDBsgy
zG0_DAJdjB7fW{q{oBr{s4Wpw9=+M{TjEe!g4Wn6!!K?R=&LK}a4by`jnz4&`y|*D~
z_K8#=ivU{Y;q=gHkHF9SjHp5LxV8y3!Lo4YX4&llVZ8Yl?fyFz?{{Vn&?_qz{E6D+
z^Iz4{yPh?7iqx@!b2XKFFcb{6y`hEpgoQ+LsJFb`DtI6A1*)+%Gw!PlD3Cuof$%!}
z$7hb5K6(5BbQ@~?-T<R}`QPa~JISB#L3pkA^k~vNuAk+yYbm8HcO^}4{^;{u3k+kE
zB7kB_(nPL>F#tD1K=`NdBXys$wrfKAeS%Csx(hazGdK<xX!>_as}$^4I`ak*vJQaB
z{G+GtOLLrw;>3xSxwk9-+Jre(puRk+xgAaw!`3|BY+d6id9Unn%(K0lS}+pgQaCK?
zLE>eb>scA^y8a+Gq+B)ZlZj{4oRCS}8rDGjcgN>5zI*bQv7g&9C48z}OfS{N4w(|G
zS2!ev9J?tZl0IX7TXJ8NDWzLCIW4C6FUQqs-#Z*Ov|s_9*^*LNR&K2MIH8vZiv+-P
zxTkizp(2pXhJia?5Y?X<pKEdI>*C`r^91zl^Qm92xa1I0OlBrMnKxcCPO*%o{EB;2
zz|&_(c<E|#2=|*q3TAse>6?{-J*Y}~#!hk9?kZ(6UMX}$88B}{Qsx>kq;<bZNF7N~
zXyALJiY)&1BmuN2s6yy5|MD=GFkE{O5k46+IWK308JJ?)b2wByj^W9t<MJPpQ%`gj
zI2ehadQq+Iue<jM+YL#fv2Z<Zk-4Xb=fe;4v<&A_ed8F$E>iyfIVA9Yt#e;+b%jy_
zT69|D-o4zX-HuaAgNaZn*R@DM+fm8KJK8QF8+;AQrF5vpq+nW9psi|~y`?4bEcX~=
ze@;#BNo@xGdZEj96h3A%bD3w)-KMQCZ3d<<h#9=NmcDBo`fH`($Ej=94A!4UqgJB!
zNk;9_%1hKoJl$F;$zN_bAGo3{uq@RCVVcaWp=%Okj#o~3L=B=Hz6^E;2%MvS6?db}
zufU0WI;!4!H1A@AWcSTR)YOB++jlD}w`n!(ifGwkiD^c@Usgs*bVNunfS=fjrjVki
zO?8r8xRCcl4_dw;{<`^V3W?4C``}6cyri|c5w(NnY3N(SP0k^2Lz2RX3Yh8rXIUHT
zyk5yRmj{TOK5FC=SL;}#K}~<%xA`Zy&r&6*LtTbcr;&KiXuLm@DV^Hnt_fRCZYX5v
z3Pwl4R_g82A-Oe=FDi!m`0$k6>D<OLW@n>#CxOCyj1c(j*S>Rq`ja62=SzAi<3slz
zn>$b%nC&hn4psOVnaE_$v9h?em#=9L`u8QQY0G=I8x#3<a<swQ1QHe|2`8XxRJedE
z9tbHa#63PedYR%rc8Asa4vUuwm+vVb-F3d)WpaiEj%R?~RB5)ln*kN;bt$hv%oSWH
z2bV9K5H;&}oQC}`I-bQ(Q=O)EULi^m80_$~ieanivqqmF4u8(!3@7Ylj*DDuwo*r%
zo{VSvMq2Q(OrEZE^eKG!0gljjmZsgXI+qIn`=0QJ0_2Pv_6`6evRBrYtjz6E?#tjT
z#F73O`e70dgcFN6H`U7<Zl5`#4{1&OS}{yRU>#<3*EMtr7*9F>uYA?k(OsG{tLVYM
z%p+jJ#abOQbebniQY!Y?+=bLdv55x}{%&&@nBN>0*_6M)Fw!JMvgOU^wLSLA{T=Tu
z@GjV++bDa^DwsM9`z)3VAG{_0_U<Log~X^?CdeL5qf$iKx;%2=i1KL^g_^Qk-AoGn
zEEnKb%P?3PYLa2$P#ekp!f+<CLeIzU%`uTU(*pv_hAg(7Rb8^a7=dVUx-RzSL@)@w
z`R_3w^DTSeD+P`QE!=r%BH4S*1>#2m=52l*LvYso@{Bq>-{Nf|Uwovo(ZhoH#eW{z
zO-Qd)z&8`es-1!|-2RX>G&}NWktr8NyF6GsA|UR~Ci6Pa-a-u~=(6au$Q%vwtQP_<
z(7n^|%yA#1>~Y$?5D_Q1W*wW`yX^i=IXoQ=MRka%Gn&|u^C<Pdj~XCT3;b7Hj!g?|
z2ER6D6h3lGe(u7Z?Cypg)3hCYxE+<#`#3Sp0_?q_9c^y<8Ka?X;2S}uF6l|SC8D$O
zKa)<T%j2GN9OdB)?FqCxEYuNE0_)+}!{TcN;4!ENI?alf?>>?eZ*Rg|az<ti&pjbW
zX)-Tgk1Lm!eD)>}xmK?qN}6k<1+%xnsapF!BzPTA4=hM{uVQqHY}uKMUYAdZiYX<e
zY-+y(9rKNCf#P^She_*md;OR5P0qPnp=0On+GfdME5S#hxl)!_4`g18^qTLUn6MpB
zFhTy$2Fpe3lX=6slLEO}@Zpf)g25|Z-W;<Pc#gXE(ac+bY#BbvS7`_ffv1=grB!t)
z2iDtD@Q=5v-}={L7)7@SG0ZdQXe0}kp7(lgTmt?jXKuRBwpZyhs&TFbMYT%RI(`_=
z0!@>FLzmBSeyP)D+a7VlEycC24ewV@<|QBLP_Hy5jv70{f*?c25Q1<mSZafcrd9N%
za}l9+UNy>q=U)~hLyYVls&QwkxG>(oJWR-5D-OmdXCJwjgZ>@GEUVJ2w8(>Py?7_3
zOXmrtY`kI=Y#DvLrPuhVih((uDR+m3@rsxPdz|Zg4Tl;E-=!jj)d=nMn$e!CeHnM1
z;TN?GS7SNskzlC<4cSjd1fk>L>|6i7Zs+>5|28|<vg%`pz7OX6*7<z8Tv)d`i_4hT
z<;i&HfPX>r?c0ahXS+XEB09E5$D4Q^#gj;byt8R0rCQf+K_wuWE7ygE((6JJJ^y}Q
z<jf{LI*g)PwCDK#=spI{IL$qeZyicrJzLouLf=caY|=J-5AQX0Z4PO*`FC~PlH5Z+
zgWAGZW)BWjxnrcYUVUi9&K9;Ea@_ngJUZGUzr6WpcL^KtYh^aMt2&&hU_!K#A<~<~
zN<Pi+PU#&ZFiUVsioBhjfAV8hpX#ecyMGVOCh>$PMqw+A=C@-bVsB+k1AG|^VrHcW
zg@+GJN^e%r4i!lB1}tUykb9fveL^FCehYQ}c~Iqjz~Onn!bBZsr;l0&(hp)yv<v-7
zYclVJeY-v=VQ0%8={|lo^X~bMf*YnTus!DMPxA8}eTNqIucV9!a!Td`<JaFD4N;%;
zV<S0IE%st6*tVfbMaNt{fn+)4pSN0~(AfhiEz*tVoJoliQ^z(GNNhN#-F>=HAvzJ&
z9P<2DM$_}y&CPGgJ?oRy%uA|!A^2rH!PNIUGKWUK`GKVpdyP*x+qbVH+KK1{GA|?|
znh0uA^PL0H8J1i>%i(@6=hfl|KhO0KKS(f0ny5)TEGvx-gV;eDyFZ(G`<)Ed9x~-W
zo=!%8p|MOb7>}VTE6>P$O_OagME}OW+F5VkbUj_(^zX?ZvlJn}!V?7=`!c55<<H%D
zB~^Iw)pzp875z`K<9wD1`%txQuFnGa(`OQ2-Mb##(!_xOd6$lCnKN^NAgMDGA<c&m
z$J-;PQ77l}COR~GScHr9pKiCy2R}r<=mZU_`|5(k)rgMu^e515N&ER{RK4o^B%W{!
zhoC{X@4l1C>OSGM%@OD$`VDu>q$}H(oG*4gF1$!7@fUY;>DNPfRt#vG8R@Bnt6?GP
z{lwYPc8_E!XF=89+u`5$?wh!q*HA2w_hA3Xe!*S0`x<_l&t$;&X3#D>vJzy3g6!V#
zV1bU9G)`C@9C%h2*r)%?clZaZYmb4p5rdoMyUt%J>+;T1Nonk%mu_7`MYj2bC)2qh
zbjsN9mx`ZL>ZWtGxSd_g+zY4e56u|D@{4Zu^XM{^TkPkWXkgn;;-+g|b6v|WNlaNM
zy>wo0E&TEDZY3Xy?=}}Z1aYi$GJOv-hBiI44Ye+QiD%EjScgoFvDauD?{hL(<r7r;
zB5BTZ$uabmzxe@kC;v}VNkqqey$APbZnibj+ZcbBApqeFY_5^-;vR+K!<{^TszO=t
z&mOUiI6bSVoDypfzGeQT>~58XM7Xm}aQ!DH>Zhn{ndXDW2nH$_EP`FeX{pDEi^;rS
zC)cljKDjL-$rSKqN;Kf}#Lp?tC8BFvDsM5-RFP4@WbiVV8P3&gh#sZq3yvJSj<y0`
zHB)n?h8XA?uHwNi5#3nBHtIAyqodcvxu9y%zi^Vz#CU3o2xM*KK06O?g09K%PF~H^
zo<~yrhq>L`!!e)fP_kK1V#B73PsmwbdQpxkAO8Kw7$*<igHW<g&SY+G`@BJ#7@Yws
zVU{$OwatF$oW*6uiF>Tk0W^}V{L2hyrb@z%2L2tb`2LV!@yEFSgzWcso-q>}Z`A$e
z($b@MzR)={MZ<I@1goCkEDX%j`Po|qWM0vuYQ}3glDx_{AKiYhAJeZZ0c18K17*!b
zeE8Q2Aqb3YONP7nvzLMVr}N+uKBIIZC^a^vS+?suT+QVbLh1hB{l9aIv{i=ua`}4{
z73qu@zPA-2b`BN~Dqq96#y<acrQ0{pE>@%YRa}@+WiWjKiFZ}^ut&KK)a2$9oyh(*
z3piJ3JjfBxJTnnnz%lz9YSRpvF&5WHcuTMRJL1Ja{H?~(#Kni{W!YO`ZrE%eLrv92
z-7da)=)Cca3{8HMY81F0TNTB{Q{xw82m|@<G!<LC*zDVH4@F%tlNq!i@+nVTF~^Y%
zQXIZK$s!!elEl_6Jprg3lR*F%KQ3T)gFRE_1XxMbVLnnc4CqAc7|1lo$K&cSa|sIU
zr4K{08!?%4e5%+tI)?7KXjG>`cf+D%W8vwUuH~jll!Hgl{<s6!<S3o1*CfGu^BCs=
zY%K}0rC{TL$J}1A)&W_{OyZdi_4FJxspzF#!M-ybWv>mpSrSPZ(C_c^PO=m`wUaUr
zgUC8ys0<8|Ir(oy4|I0OLj%^($jDacGnkf&jD#e?$WpJtTsL%Bdqka&ZjcjBg2cPz
z*f={<Qe_+$ZHkp52a*SfcU&Yl(`gsszCNJzh)0a|VXvLFFL!d2vsy>nLw;=JsTi}o
zj-}zW8og|aa0%OX7PQxvY|B9sbr=rz!@g%7jj0N(+o1SvM9=1R{x3o8|8^wBHmA7q
zBMt#y7)zQYphO0B!^ku_n}hz9<VytvkK&v&Q*m7;a&hO7%+fU<T{81Fu+e70L#6JH
zWT}>t9Z)x7+vcCc?KhJrzn@`W#7;quc|^2a80oks^@|$9G_SEnFJ$KKtO5Xa;h!*f
zRbra*=hwpNLO|=n&{>a~Z5U<MKQ<<?eupdZ5l;ML2z|ksiup$qQqB#vt$$${n?35~
zO7!%S-|6%E&#hN^ip&s%NK7OD8prw8we+Y|&OU#?P@*?jd<&{{?=)dNZdXbtRqdgN
zVuM>cMAMn^(;B-N8FI$;*BrM8xd=A|zJ2=!sAtA~f_y<#7$;}~ZjEi_LpOiP!{9{`
zWc<<j$*%t;tM!Jys82R$+m1XHd$3#fTaOC*wW|NJ-)D9dpS7GKg>p3UQ;7FI<#Qql
z{bc<YI|-i%kDCfhiejZgiM{NJu@KYzzH<ppoUoS94CyX+Y`L<qS&+KUV}^UOt_^Lu
zy_!^oW+8qPqMDj#^gXfff*z?bQ;_X6_02_i6!!c|S=B@D|91x$3D7f(ap1oKycdx+
ztH`{I|59NgFZSHp?V=aI#iX`)=uq4R`QoFrF6B5W=n3|Xs11R2owIs&za2F&e`gIy
z8oPfRz<WNOD{?iC?AgT!6}CHXC5Z~P$F!2J=Xi@v(EW46>vru0zu%cuv7w=%*S7XB
z1ocb|<JD(>pe|M$v|uD_Rr|8VV0)y+_PF<019PG79m3OO#Ao!4;i&vlgV5tpBAhzg
zrzu{anNWP$SD+*Rz@+2~cmA;<e2FI48eDI8Vh3#~Wza_pr|<DQyV=?b#-^+yB=43F
z))66u0|Wi(=--<6tJg^L-nuLx>w-OIP6n8;GUdD+Le+1f!vD#CV{q~RaUThST>Cxb
z_v&ny^Y7hFXw`hU`U8gZkzhz4;@JIUYQWXDqhCx}yy|L?6Bnoyy5CVoF}Hj+2G9!4
zl+rz@_X3`8C)ULuFdBk6>pXXQ4PQsZ=ov)YZ1}Bz(q-6~nCXo%B~zW=_+NzjNbL!8
z8{KUj7`IAK3LdI#b9uvwl+11mhe_@`{mUPb)fZs|A`Ht$p?K|r_v7~oB|xX(tA%w(
z5R>Jb(Z`Q7M*3z1r5@$#;}x2d*_!&u;f|t-x)98NL$*R{;{YwidNrLZIs0(zYoEj|
zt)w-Q@hZSNT+-Hg&|XJoau9n^TEnFNxIeo7N=s?#x;9@gm9`9+h6>@NjNFru^cwkr
z{PZyBooZP{MF&83?m#Cc%vfZD(b`Rp?Vn+aw%O5IZ_&!w{iZ{74%VR2gc6<5zIzl=
z#>p#>4`?izE=tj(8t84Dcm%Uh)k9lRm-;e_8lN12(>Y+KR?r6n#<uhQ={1UN%DcQ#
zh=HR2EbC)?)Wb671OK+-^3S`2e*VvQXd_`ZG=eV=_}dgXM;7+`3H85$&yQ|sg_lk4
zsDHkfw?V12rHn3G-kWFIVJvE+m;?WD#MsN=TfA0UT4F*bj9C}g1{6d3w7n%!vCpE!
zgiE%~Ugw>qgh&Oejyo!UhML;g$8Sc;K*+ma9KLhCdGesi_#g@to%lB&W}u8(m{Sva
zOjfJw*C;gMN77!TK{W!L-EL`z$gP^~>z5Ij!Ft^Jx$!)h-{g)5)KVnp%Mu7>$<gHU
zj|BV8z5AF4K-0hseS?yx_ukG6o$s&oB27W5a$E6VMw9J<o~B#(9=^op^ZaHZrZ1yq
zxa&%DGNa`O46JGHTda~CTGbuaa3&^1gA7&o7T$)Y!u*HvqD#3ONgoMNaMI4(<rlqi
zbN8V9?(6T|=_pi&@*(9IXeR}o0U!&hF;(?+T_M)zJZD~TK`oy{=FE7%(Ol0&2)%*S
zwuhut|D!SQhbv+N_@ALMjY5}*Lo*kK>`Q~8$FyGP<Mp?(If5t@^KEB~_a*d>jTAlf
zbZ*s5A`FX4jd^lWtjjkTmbykN3C;wS&?E2S1^r<}ZP`wAPS{9B0o7Xz-#e}eRj<xa
zk&yxkj(5H5q#1AB{<MpF(H=M6C5>oc?(9VY@!);}I@iDN{DDr56v1bXg%rLQJAptC
zd2dP_-3{#*tP~my8M>&rPZ}G2_VAGyxKWaqqWiA=s-_>1HMQD=eODmC=Zj$+_|5rp
z>Eyo`YdA*YO}{(51IBHd52Q~s4b2awC&6q$bQZYK`4N_&NCn(Uk55D2)L!8?p?_N#
z4s+_)Pj<lLnIv@@7TMtBt;}ijx$4Lc&<Oy7hEd>upKGJiHj`-7UA|S{^XkN;g}X#1
z*D?*IXrJc!j&rZer$6~5@sdF-N}9IkX5H)&b*aWNb8;<V7+ZhHIL{?MLDNFL2?U69
z6+%Icv-s1KXqucGbT(I*2$Z4<oC(`yLt|WV>&2{m-mu+>D+RbE6Rt`~lGk{cZx@t1
zC)`!3$-1YC)eI&TUf>uwgf5cdVU@ya4sEA5t&yHjYy3{nkrh~u@U7aJ5vj<r|8G49
zUy=X|gGook#*wpeCrBCd)HU5-dwLwtQIB{?Vk_aS?Bhjsr|4Oa$LZ92m<Y1aG$b86
zIz~V_rPmmov&b?d4)t9gxlU9YQ%v^XCGjTWe+oj3pBnpb1t@IdTsi9m{A!y{&)lwz
zuxYN}Az#xS{B3jgSehEvJL3698S~-aJa;Cc#j{~FK%Y90h;F|7%E8Bw%4zG((_0|i
zkR7l}8kvo@@hNpP$H}|5^lg^?AfZ4m3XA%;dcnzVixZ2vQ~^(#4oBVBY$3gZSlVlf
zbN0x!2#raNwPG1PW!VFp5m%x0&@$#!749hmO`ui0TS{?cN+HR(T^(Aw2Y%&9B}rp_
zq1<B-&IK<jNbT$T#2YyB(Et6oCD040h6UiuQ#Q|S_uS01@N-ms&{ClW^<C@up8m9-
z!HMYKw$*KlI=!)rwmSDUY{#o8W~aXLrVJ~~diivft)-WoEea>{g`))^__;TesNT^w
zO`U-X18?Z+a9_Z{IuE=lt{downbTuXIsxBH|1cr)I#JYau19KkFDf=?6o5kpv#-0{
z$4%bruol<gJU(eyB%)c!8QrOCa|8mf>433=>Tjm4cl!iw;1~s8kO%7sVK7870o~j|
zvXmh6_K-4!8wB)!xK!sEZ*b)f0!VAo->2q+-{X=WgU(fY`y(K6&L(H%u8Y?dFM_#u
zi5F7o*u+OO7q;PIi@XvM5Ej`62Z!>n{ilD8nf~C!p4V?4PDhV{5YN}UT{M5D@QlH@
z$-1wkhZNSkNr>iU)x+M7R~z;x3zBU(#X#+Aqb&B1<t|BKt;bWKX$NAACvGjJwPPlZ
z{*8qnHdGhCKt-K>Wv1fLAg4D?e)jnK#C54jWlOJv!8!wf=RNrfFMDG=DKXvxXnK_I
z+jHDTK^FM~+EwuTy?Z$E)`UwljKo`k2z*C84)nm^P}K!yTZ0op1nrJCNfsTl`Zj!t
z=zm`#JLWBFNM7S{_IQxp*H?pwR?mq%=9NT69?vp~Jh8NO3ctpaAdUS9Ep=Y{`YLag
z4=jx#rpE=N$Y_s7QB>@p2S&lO<)j++4=bc-J{V4MN?P~<2=$=frY7{u1}Yr(ua6?b
zK;EOwS+e|%i_bQ@%hz}mwGE4kaZ6DTlOD6x8Uekntcg&KTiV2mC9-aV+Lv^2IjSK7
z3o?f0P;ei_D7jN4%hS-pZMqpw6WKQxlb_W%;G-@e>TB?$eajz%Dw<#{K4aSvaf+PL
zTZ_ob9{7;2xi!AzjC=U-i05~=Zs=d2I)NbbWQ|llZ68Qi(7L8<_n9{lYG=VM$`_w5
zY|#IERF?u=e6)KR_D`^3ee3mc^P)wV={C}EFSDr-^ZV|lb5tkjU>_rRNK4_Zq^_>w
z<nwXo$B5d|9u2Sfl_t#0h*l>i==h<%*v@*Y60R-a$t^J>>v3Ez4ej@p%nPD(Nfk~C
z=4rLv?YRm(zw0xh#5%+V))D~@Ejz&Pd!L22q3a!OsK(7qL;TNPb*#5^7|K9Kcu<zu
z(7^--EO2La>$3izACYyg$1-Pxa>9PK?B{KRH;Z8#x46ib5Q9bL`qv0+ro+bVUp@Q%
z;fgIBJMb3+aqf7(dw5uEFx$5Gz7gd>qQVyL$z}`6MeTD6WS)IUAN;3j<c;6S*0ZE4
zSg4g;Um5y+&aI=(zB`NUcgTKADjE7swEHr;G9E4T@S$H5))-LH9<PnV@Zmb+gfVa3
zfh^x{X=s&3y^nbKh|u8suKJ%TuB~J0g9yP+kpVL80;Y@SsDTBPvg<_HOfDH=E`4J;
zHHw82Fbu*$lS(@@QaErR+J-~n#Kegbi-hZ*Q3b(8micmCEli72SY=-9u~!GwUMyX2
zxHay-RCK}Q%drG12H;C#bTN5)1Uq2j4Tw1RS*p#+e9u`+{{h_KW-f~S8+t7ZQvm@X
zA@u8!c)@%QC6S|hE?<4`&#o1L<p-ge2mADE21oIUNwf-t_ibp}ECOF$IADqBYy55s
z-Tb@u!<|);7PYV8(96$mzmLs_;aZfB^1~5!$7AIr3Z)-W>@jKYhY2ac<Q;qGtqWb>
zsgjRg+C?_`9~{%eG~8M_EW&WsXzeIk+by)wxdb0xP$M_^r%!LZAMk;Lmmf*jXT81u
zWX%<19JQfv7$q?VN@Kl{7shL~>(1XeC8iOS@rznzrU$Eks<-<E-3d#=kfI|g>%Yx*
ztUDnIA8CzCUq~x$WNT9@<288fB#AW@?8_LxF}GKaWY}HRc|%G{S}JUnR4}bETNV$U
zupK_SdAqjH7(_aT3En(XS<OQAAN&uQe9xk^c>a*ip^jx)1v#)iPvx}~3gofKX{0So
z&=EO%#LDKG^87B<ezR?Kf09)zSZ9HIwJT-#N<vaAN;1wv2AkC+^h_FCcSKaOf+7cu
z^OxSOelcZ2TIXTn#$_+Z^T)T0LQVQCK`|Uqn$F!ncR{XMXwYMOk<9Cb2d~@L?@7A@
zrcoXpZ5Fs<kCqRK=xZ$ZBh4Y@e@1NGYbpDJ7XB_l+b}tMs}<TCr>Ld=7kqp9ROnE(
z)ggAhl(k0EAqrAD<?KkTxuI`&MF@4ZxG-%#N_DWw`NOL*H-@*&eZ22oNrfRCmuNp0
z;ao>UT;x1y7YBexn1h~NXF$Eq!=HU!H*Ig0wcqpNw|U2ptxe8{IbZr&{yxB7eUk&_
z|LPU*)SG*`T9-`H10KfHNzkI26n)~K`VcLZWE&8_IUVbbBdQ_B3zmsBYZDvRV69Zr
z^J*+43Yl<Br$6`jVJVSmwygcbp&O+~_R-zUmr)pLr&ZX-Nij2eb-Y?Vi&Sq~eY$}6
zXj79lwf>k9qa8KT?<nbbzN2pXQ^i|9wx;5%>v1Er*Gw#k0(8kOfu!`ElI4RfTD-n$
zUv+X$?GE{VIB2IPfU0f0?$tYoUn4=3&0c%8XnItq?S(MP_`ccwE#;(~8UuB#U0RKx
zB_T!B^(2%vIK89t8->!j$C=>&vD&*AaPuAuIPn#nyh{svasRSN((zPKik$3))0&z#
za9G)c%O_-ExKxj5KgQy_`^PAm``9SZbB(8@UfKmMw>!q{OAMb((H5maDLqtjXKxh!
zTv&bo_zDR1gBWii50$1z@arp$)Af%y=&IPA@c$lf>xVrxw@nL^AzQOk%h!O3oM}!p
zK%8OMS)jsZ<%z-n;%^Y*HzT6zmo(UJWx4iQc0z~3+_#>u=z!@5yiOO#g<0PoN;tZ3
zI;(btHu8vH%Ie(JE8mP}*VND;v>?U%-`r5P%uP&xvTz~c5;13w)i8k8UX4J=GViGy
zFaMVV6&lzuA$eIxOi-V?#SAqqr<UzKv}dFAHrmo<lXMJGC6zV7Y3Tcw7#M7nuT=Fw
zS5n9D`SUr~U*FsE9w`kaNV%G=44uE|Xueuz?{`x6CLhY-=Fc0mb-1b>&shk8nBe@l
z_{apu6FL-g#YVEtuR2V>;1Nz$#ai#E1$DpzQ!)`Ul!j)!#C@la$^F=*vB0Z`MTu)9
zgZ4I$=Nx)p*M%-CP0-Er+*#trM!fVtWKh48dIC$~vuJNws(;}B`{)PAN(0*CxK`dj
zzb$w8il%Avq14m#sM?x{ynxFzh#Q4gBB3UH`6<(-OP5xtI2D-HyaMFjqtBP=*wrFo
zvh)Gyi<6X+di4+Gt8r8VurK_)*!VOwv=~Kiu_?RG$+Rzf>Ym}A9v-T3fQo2w&k<(M
z{y%*XVWMJxy~*3zBT`bvyp_N$?b9WzIB~E-XmA6k#3-;@f9)pzin0bBs>NxHXXj_-
zi;jgg@wVhg)N?ei4<IB|_MW(IkJmB&y9|VzNAmv1aCdUTpN_cuRmK3O`GIlg9QZFM
zzSRKOYT@BEVGXc@gI2}};tMjV7#f9$Egu$Mm$nuPpo~*&Qee5y$mD!_b+3C>9os93
zg}gT*7mc^X&_*6T`Fp0vnAo~+#I0y2m7eBEqyq~n1MFkp`In<uV=S_i0f=JhMzTCb
z{(#4`scdfst-8L==nh(#J{0sP3TyD2;Wc-ndD{+%Qb_s`TvWeye-Q2eOE2grrFpil
z=XeK*7;=v7^b<G#{)SnxBp4_yxV?K(eUtkJSkj!J;R&(wgI((kSWD-6GRB`TL}b)*
zDyP+mTt7GPiC~XwygfFk;0JB&n?Bt+3q2X&lsNzt*QvLcF3!JF93zCiD}ArD&@)}e
z{7Qx<8<kqVlpEX8PidJ{w;kkP3?=g6&~5@sj<J;`CAhZ6*<-dFBic|2Ly5BJPA%Qb
z?aY}D8W>}0qqrX@svX~NPwCMMj|0c(YQRPuKg%s-HY8a4KC~Ec{~wFrdC!B;Xu9Wi
zhvc#3yaD0=Q6y_#n2lfFdrQ(kak;3CZ50@mS=}Ba!(fP#)^XPn-AZe86Of}|AsJA~
zy0(dXqF`mi!BA*ec>pT~)?qYpO@Xg^k{4ztaKsg91c(UKWlx0P;fVf8e9Hd9ZqtVT
z3yQ!W#+s`^T`Ef2jEB49Emm`#nxJchRtbAu`Ty^K)Vg~0s_FR7<c}M-Mb6=0bNjp9
zKW2k3C^#~Ub#-;^{5kod|3xty`CwXIuW#p3>J;ZtjDeSAa)I)hcJ;la49MYTOwboj
zPv^ek5{A;IKyJ<PL^1Hw(ne+;WV1GWypxbw-Q%z-K37qZkiMmuI>pwZ-a+O?(VN}$
zh7>c9{J{=8c`N+G<X)7OV!-}ojb-22_1xnzYm8?iBO?Vh&1&DYs0lO(7zLXdo$jKF
zx-m}R*54v7<5ief*Rhc3mumaJ=IK4Tj{Z2S3D)|@&4SD#W!NVN!@*e<XtO8!u!~FU
zQ9G_>{%)%D3b*F_UCW250$SN?-oQp7O)<0gx5OJ;BOR2IEaicZdEd)&V>|sRLuy$3
z+FS_c!16ekQ<U}L?xnJ=uvKxn9eZx^msR3hrB7z$E8DhHO^BbyRu2g8E{mXE9wO|}
z-4|>Xqdf6+1I)XX{EhtIkpWNlpL_+GBdwsi)BXQP{M-y3NBWFgpgDGR`PmOAa+(x#
z&BA7wiIo-Kdd-W%Lt=~z>_$r=$qxkfhhF22WlP@q^Y{?TrDf(xA~G6h@|_eCP>tHK
zqTFM4ebfM%L3%X?T{LT@voJ=0gp#lN0>h9PP)@n!*4GEUF?FMX^r**rXri_0izfv<
z_fv1r2%Ct}eYUjny8bL&>X%LQF{`bQ{~up(9TjC4_Wusu-JJ@8bobDq(j_S%f*{?E
zbazO%bSWJ}2?!`5-7O{EeKybgp5I#MoVCs$E|#-q?zv~*dtdw7SA0L*kWTYNj-KZA
zkvG>cPbrC*gTt`I^QVpS>1TL~QiDQHhQ6288Cw>^nQ2F^jZ2=a4~LHrI3V`Nk1ckl
zD&opl4t(XgCacC{uccvaW;!9O7M$WG{_WjsQ#vbn;24(q)x1?zK~-X5-2!ndt}<^A
z9^HM=-}Nk&G;0qPnk#C|K~?Bo-+2@PYM`VmNQ`A6kRqYzwO3OC&fkGfGpG=652_Ha
zUwy%gl)?Gc9g{uB(_`>*oZ`k|;!_L9FSX@Ym2f~l^+*3P!(Wh5d5V6ofW!%?e59}k
zh4uvn1qhMEZ14~RpzZZv5A(ggZ8H*3JD>th)+U--T6rxk<e>e~Ql%efOoht}rY<QA
zG-=v!Yb<;!xkjQuCuwjA8ie_`T4c4H<hgxZ?kCcr#LpfhI@verMFihitecJU8G*_t
zSi>&=7)?JbUMopfz6X^i7(A9DgDoHk?S&^^Nr0!&Ui11xjjJj)xsZ`W&W%&kvzzK#
zZ~!#6g3D#pY0vqq41Bh=^(&^6|G#EXx^&N*%SAUDsXW|a(8%{?e*xr>uEuj7-fvZ1
zzCD9NeTtO1aivrbQsGc%P|4QmOdc=KnJKHNMaNIPcmCRth^z<umz-$Hlf%)`(3agi
zBVsJ3Ce7wRMzKa91G)3Wlir_7@>JhXCJ$5|3M~kYqZ-1Cq(B#7#g!?@2ftAByUFl`
z8BuoMxaU!$KdM~#1pIx+!{W%w>E?bX`!)?<<(g$cE9dZQ%!ItV!wt%7N}DGI1`xUJ
zzn=%K&}I)EAP2DL#vF;pYEp1Tt|myoGw;%XxH=iNeV**mnGH$u*=HtA%-)J*MjY*B
z+|OXecsl!CS)uYme~}>-@xT}HWI7)gF)h4`D#OZt?Ff4sYsorHhOYg#U9bdvHLuI;
zRC-T~vT5IH!9Z^bC~EJUk4YcI^fMb2;L{elc-Q3THr)#GCy>uXO_g<^0MW^}*DQaM
zs|jI<_BSM-yv;Xf`d|${ap6&vI?75r7xgF;4YnAl$TSrn0*UHn^P6>FRB3ZJ9y@Oa
z@r~%1<>KW7S6Vm$i1<fUyPknOS1v=nwwPL&NmHr;yapEmwBm%wQpL#O9nf#`f+<)q
zDKN`ElLf4F5N!81sJz;J4R%f-C-aL)D=a|EO9u|3Tp`TWe*Y?<%j0-1X4k8>IS~Y;
zuWB47HfH*&rVJsPldQ?+=fCT%BFkjqLt=GOwMkf^Y5CNmzsUp?P1s?KeWJ!(y{Y`m
zTu6t=AlOXF)<Qd)lCD=;ZUmv_o^j=6HU1n!NEjMcwNm@mI~)nAkMk^PvKp4}?ZRK^
zJzlfmH1Q+lE1M-&J^gfY<bZkN_)_l@puVNNi*&#o7c+hXf|`mD3i&rNHvc{?qCrTF
zI7N%*T_(y=lCfjM@B-28p?hS1`O20DDd0<~M8kJvmTYPoda|qG#I<IvQF&#OtA{s|
zIfU}5?cbhzZ(35*`&qwIGRu3fQ5VFBrgokXzxK)w!wac%IU6j%v9(vYvh@&YPz1WC
zM$nuFM7?HXjyq(kD&Jy2z8G;WeoJA1Y<QhSYc01NmNUzr{>Ny7@W-T6&d)5C^~n~l
zUBdgn`!4*zkjVfz$rFD|?5Nx-%hdUh)HPuFOtxLBE4m6GO<YcOueSM0d6lAqQX7LW
zHRCsdQA~p;J3clY{%hZgNc^2L?~iJ9nD4#eIMK}|acPmwf39w5mwYn<8+u{2`)fYi
zfb&U^A%pR_^!TWXgt!xU4}cs58G=P&quq;lUk>Uks`1&Js)E7OMEvh*hAg>Ou#_q7
zxE5;NBg@xq-sRzQKst4*A3C_=<^*&K%!|_YiSlbSyn9c*i*mhXc@Y{T#}b?8_W}#|
z^)1l5vRY1_q3VGm{cH|NeA58!L>sY-(lyq}T&<~j5V0}Fd&`Av?M2Y`$j@sFfxKpK
ztlBIw`|-vSZVFVM(<mz%{yn3a5wvprWac&G3V~{wXel)&)~)qul@J*QPF9ozXrEKK
zXym@A4~(L&DWeiZi1$Bc(#E{ZidX(QH&Lc3YW&TWJ5}^k_7S3FSOfKZf}I%<O^4_7
z_NpK>_8+)>hJM8KvBg3RYzBpErV#&yh0HmuG!SALv8Um#?`(HSnjW@ix~MBH*yu}+
zdgb?+0PvDpg~1hr=#s1;MD^oyR>AXrM{vX|Ih_VR16Qw^dP^loN%~KxS6W(S-kMyH
zTzXn5TKE9R(Xa@Gkdn6|u64MOD}&=L=Q&xJ2#t{<8@GsI8F^~L7VvOM#a8L8S}u$8
zy+2l`m9&5Ouf&c;Gsnpo9ab%#=bc<CF4IgWYu2LX&2=*aj)!uz!5nsy8n0#vnBKd9
zY8?pFL%I3bd{8N>3GL1GN%OOfrb$<3<Kv&<C?a4rY;L0z4h9S+z1c@HIq%ffty;1@
zYf=w_t_1ok$tEvod=zu#v%c*aODSL$ylo&vghOzej9dQjv{2s?$*R#>mv1qKsQhi-
zVKz?hfAvS%RqnVq43H`d>FX_r@sJSJ*<hmoU`AEn93jxcD)D-XT^srMvHq`(RGYZC
zO5$famtM^>bhh2?z7-TYR_(h;GCHE^TO!z_`6{~_VPdP`VGCI~zO-;EaD^(Vh3L?8
zqt|m3A=J5=DSpPel{xPY>@JH)(K{{zpn445$uW73$>xcE#>VGvkZ75FCU0#qW6+$T
z)PD+KFHs&aNaqu&=gvlv*cgPrI6?Dva_KR9{0%QCSe%c^_J(Stjj5%c{SMHJbD-}4
zDh;!vj)-d(K3aq&vE>bXxR?By4_N<=+b63zMA~x%b?G-KGN`D5xox5&O>IIdVsE2S
zHQ^O(dd<4Wq_A(>ot-zWC9EJ2M}6iODjAd!*+<V(fNlRQ0`$!auHc3B6ZHoarFPF{
zs=x0aWZQqV=~s{jQdIf%Lm*I#4zHT~`-@Gr;?0LXC3&~I<QUJw;gWncvVEg(+ab3t
z!@@!J+J~J|=l7cPDR&W1rDOk1J`mf0i)$fVR;_GUN=NM63#a~<#C^WPU8f=DKIJ;~
zykm^rmkvbrz887#tJU!byiPdr*<qzZl6=p<N)2(um;jWWS5AK#)j*8zr6&y3-sljH
zj%6+=s-Trj6L=d9U9f6^%$c(OwP_v5a>Cc!OU{4JuC@TIxo7IIi@LH8x0<Jz<L3T$
z5D<+*M4Zf;guEWqp#Zq>MU$<Pf!d^8${#5o>aT=LHgc0}=gW{P8r;a%;{`Oah$(k<
zR51Cn2K<~R=VNXR<h4zoJA-m8dr1D*qi5ru6TdGK`m_EZ!nF?2<ibAeM-NamnZKoB
zBP{o>#s7v5QLnuTrj<t&PEQcoiO=;EOG)NXv=jNdc1<7TGeUw3v{XUgK7J#Wv?FMV
z4k4M-@J0&&(O#>sx99--rKtXS^Ni!a8D}otgDjJT3L=H1=@Ps}^EVWeiHXZ3x2|NO
za)zb6f|?MLc-2L<tTX=BDpycY4CH|LsQBXQ>}r(s4|{cFc<jEn{lSBvD@`VP=%d@b
zG^;O|m^|%Oj^ANX&v8qor5(-8R8cuDKeVF@U3@yrre{PW!MD?AP<Lc3_NSzr6t$E1
zILyV|&Rt5<p@Sm+zB+V~ZL5}87GqE&=lm2939{RT!9iZL<)nY3C-^fb5Wk=+eNv+K
z%o61@27L$;O8!>{q|H|ce_Y?cuPTU9^LCknPOM>UFv7Y9!78o!1EKBE6njxr=p9@~
z^x+0Awl)Zmtrqa(3VyG@c8m`K<cAqHRbT|6)@JhLi3T(Im9)qZ&XeYdrxKRO%}S=t
zS0k5YFH7pQd=AJ3Ox$5jtJwr7u3!^;1@@2^n;Pn{%3QWt5)9MHOv+dclsa-V8T&B0
zb0&l_<&A*9bY}nc+JMp|TI2gKjN`6RL3Irb>%BT%AVrPt>Powz!k)v1udU+F9y{ea
z@xbxp?d~BXyUk4i(@Tbm&GGXfP!!+v1Yk2DB7*oUxFqE8h&AcrexEs=G`!{}F?Rj)
z=9&d`$1rhyqT&-ufue@1!PI;Ab)x?+B^-oo@Y^h?YT2WL%C<!1W+uAxLT1+&uuST*
zN{tORsdyc}qQ>h9pTtB?dy4EQf9#1{>o~F1!lro63fNt9)?b6nFf6r?G)rPxB^1ZS
z&`PSSf7;LE0erQV`Li}VV@H9}iT6#86I#I)3E*+UE=9$dja}3BU4Tijn+F9yD^ll?
z@6F^<A5;&G;RWw8jJ(egE*kb_Z7kRf0x$?rUcbJ+XqK$c9i$j-=fr27K=}1@MHO+A
z7UY8zZ8SJwh&UNfxzsE7tVS{j?#F-aKDbk+7zR->#M~Nj`8!LhusVLT>FGEkgUzwE
zayGPaA7fQu0eLjftwKO+e_j9ZH^8<*=fklYS}N2y5UIa3QqJr)=75C|VHSM%Q{*nw
zjjkV+Zz9@kQQOwgU-3#$$a(16p{a41*wF1xN3e#Ju=P79717%y>#NCL&J*M4oaW0R
zP9ki>E;f`gLB`aiVJ-&h{IE%_XcH<!ekW$2|BO;q#XXzSm0F(Od09u_$8j|!<S7*d
zikxVz2VNL#?mFc#!Bx7ncYI*X^@7brr$Zo(+TOvJ&))(~U~W>iL;`hD1Dog&5&w&g
zH7ntOGV+{h>0>~pa?l)OM#UW^wd92_md8|e!gJ#T^}GZat?|Q@Ru!|=#Kt_Kzg}NA
zWZ6h=NZGu_q*Nc>KkVsGhC4jy$+drRvPt<A3{^Bw^jxe;fL?zytv9o<#=!nG8?<Ya
zF=pTc0UY1$Pd34nz_&urtEr$Q@O7sAnr*NCnm=`^VJ2u_5TAio00neS#5QZwb$E84
zUd?a-W;J#nyLa^8^o=(D__%{>^_&9By)TuA_Ep^H%_Ag8n$u^#e>4I-he_tq<JG*2
z04PwDwO+@7I@gkPw2i`Y4vrA>-}!SYy2`7QzU*#Px|!uF&#HggFklf#L2wY52NV5M
z{v>Rc-XpkX-HvLcRtk{L3J)eRej8Kq^Qz*82eLzCTz@;a0zZl#kSDu{v(^(rxPl?s
zrAog>`>4S1wnZQ+C3&8_$A^)y8+hiXJ@Pc~4nqzl!xD~Kve<r?EHxm_cRb)fp6*GI
zvi0D}TFpC1+w&k^9@Cm2IXaCBHup1BT!$`1HP%3K-`99@+s)-H3>W}?{6%{j)A7@y
z4sjzj==|rUEhPNPcON|J8RC?Wi&%|6Nw7np0}24&vH*uE@ol=CVo)b_t(<PuKbJCy
zIgB((<Y$86emL--K>U-Yf#0qdM5cR=)X#@Dz~bG~cDzApyBc(amEI!T<na?WVf;Dq
z;?r&{fQNn$Y8q;gRfE3yj3KR0^!g~adpIRa(MG^??JLE%vY*^j?YGaxy{?<ToL&5(
z>)~|&=Z;xI8PomEaf6tsXa86#j`8386@s|ujoLqhM&d&WcO2ilA!`7X#E=JhgGSp>
z&0XojuLSXZ(AZv`5*$FF3n@Wf{fYpb3cZZ6N><|=EBTQ8=MWb>lmRzsOC0H{H&RdP
z;(wE?P0A7omRd;|@js8wzf@}9|EbC<L081^nTiHJdOoqmGxTDUZG_;Ka=T1N))r|2
zyW)rv<OFCA?s4bSf&RUmW$*M8Z@Q&3vijv#yWt@m1QbJuyn21VX<K~?etM|DF`71M
zI!;}~+RCunRo!`IVZ*#jeL?(ba+iBv%c98fg_v8eYq94FE2(PC$5Z7#NuF3)HQ6=o
zzRvgpu6LHtj0{}GV2}1fax|`teboE}Acxe&)-pzHC0$4g#lo%H@wYQj?6wJZ-Ymy?
z>eVm*3kl1I;(D>?1I^b$B7O7%5KU`B*<$!sgjRKdOBf6#B&fd7n45z@)Fm$)gkLp<
zVt$TGL|D6IsPn>UE0DYJMgT?O4_<ghbC`YaBRQn6BYX~bdZ**s=*}+Kkor=hkRYEd
z7a$PQw_iPB4O0yw-y|qqLE@8G8nx@T71Z4QqT&*$v<XU|L~s`rIMz2G4T9?o(WWFU
z>CXNuhRSNv<V9wY@62W07&;lK@mZvuU<IdKd!-%aK$4L#NPq*UKf4h(@oy$-selXA
z>_^f^!G9AxN7t;6T@j&&@{=1o_P5@o`rO14ym$UB-NZ>f(e@lRFF}ETiGeJffBwm5
z+-GR<?{ICRv6x@79v<I-Y8SqR@6Dhg+fj}<-{uuT1R^kKzJxeYhtC*;ptd^8Ui9m|
zsk9MCF=T<AH|MCfvk5ZCMeRDbQpZ|fe`i$Af0>vhsHZwdk|<R^-o}zbmC|p__nBn5
zny!>y3B^L4p6Jxli|9^Nk(=e<2-Q^ee_?JFv(^_9jXFRVMN`PGFgL#;Z%rE|MbqP9
zO{xDhRHrugjU@*qa#gG(@>oJFl{UC+x|+-ilv$i6C(wT$4k9N+G;+?^-Jt1$)L0m{
zwU0azSp21c$oR?b6uQDQ2CXDMibks#dm}?s`Ob0gu2QFIs|9O?lfxKB1W7W)-v+15
zk$ay{SqrZDjr4UDp{$37(9}$Rr`RNoK6=QG<XE&{CQ0H@OHk!@XC}WmkXx*xY6o(#
z`+TPxO;AEprKcW2bXJp3whK{M(G)e!A9?usY`Y&~?n{1_c7oo5-n8}MAV${?zrz~%
zIymMO#EE^|R|eil@K6~qj=!7w7lM|nR3cN%FwVmtAbemsX{%{@A7eh4JFq*_5)EZU
zZSpkon9B>^a%F=7e=;ZLgy^G{6lnX%-;sEfbe}#r@T;zrU1x~R1tX2=cSWbEt(iZg
z9|eL%PdBo0GC-=A8R+xd_mk*oNRNDq`Yea?GVsFQ{u<IZLWcYz6GwsZ>WF&OJ9{1a
z|7aXJZLa0h>8w*;8NCSCHST}`b&Q<}W%uS?fv$#{xtoDYMn8DQh=Al+iLmM=Pb`T2
zkH_r5f?;tQ)67H%?j|uKN}r2h_tS&<qh4zc(?QVrW73J(*0d?>UF98^MjCBzXc5aw
zef!5s9zrT;h50n3zb`6D#nz9gt0{o7i5)Soi~bDu8sz;vS8t6=ELhb&x$(4bH0WZ%
zlE_Wljj{69e`FJ%xrIB(^s#8XZ1gI*5g$xN{I@t2P#fB7Co-frgqM%X6??3JTmr;b
z5C!ZG?gu5od^rESR&LK6rvZPJ;XjAf8TV1lXi;~6X0yGqIxyzsSz~?PYFFqeQ2FQ!
z!0cL=JcyU4J^Yz=^yUj>By1J+(~SQv#beZHgUyW7^=1js_j>&z=P8J^I)7uw)$GlU
zO>N-+G|qyfgOMCDKzIFH5;$=$&E?%x50iSy&CS0+V}>9mX<v9lm<l5N5B2PIZ)LnS
zAH{~r-L%*C@Zn`&{U&iVPz?iwU3E*5DqzP8j)ZN;M!4?#F%n=l^nEm97{+ZE^t-Ny
zKenpxP&8D8$stE3^Hv5~PQ+oxa#v6k(d6Sxp3$o8Up`=4b4HFKkEGGAg#Nx@Yc~=o
zQ4#*>LPlnc3wh6}+xlWOXrx@CpJdYbo#DRlr;khUMMHxVpw9An>YF~vXDBA026Qnw
zC;?g<)+^ERz@&YsAN_cF{Mcjj-8S+qF8yXR9f><_eK79AY{Jn)va8kr;pwSO7Qz>H
zSl}cF-^1b5rLVc+^$F42Cix^>M6LU|TJ#d5W$WX~iBgu6XCAc?qQD5B?>DO5Z#@Q9
z{2o1f^Tj{mbVPdf?i%;>#I$OUT9kCjVZG+G;yd1*34)caUdRiJvfk;r^!lci6%0-j
zd%C4%)kwR`=e{(KH#A^RRX19G5Ef?0dg|=SL%?}sO#ytSB;4~L-cQaWHf@11l*r!G
z0fF#Z?(QQQVgQiw9;&9VZ5o4-wW^F;@~G0Vf3>;Cu|D(&Lxcz(ljxY9WE$ylD$<A1
z#|YWc8NoK?yzejk9FE%()pl8BK{WDnm%p0`?!s6?&DBX`DN|c!fOszdlYCdM=R7g4
zl;=yRl&{A87$H%D(wG!#S4bb0yW3Xl6=>}Mt!QKJ`z|4yI6ZU-I9+uSAHNuhQx!yj
z45w*wU+JcXgZ)m|)vT99k5}tb4-Z97*ELEGjT6;K3H{IIi7vy#(3h-nYrk?e>rCJN
z8ri!LARb8LMv7yUxuAi%Kl(O>o~gb^yj2BWJ+g{MWVKihT<Be4e>uNPNrbneZQT{O
zg?EvL_rN|?3G6|*4p!>>@jQw=IKr4i^1-41{EGS#lOiO~Z6RinghT4o?;)@t_7347
zB)uBse7~p_l^Nz7zV;0hW4bjNc`-EbB@Dl-U|9kkB6yqoef&YL!$O|`l8c6juogwk
z&Ex8f)}XLE;4uM1U#BI-F+2}ogxW`j%q~4^SxNR(AzQAwk@mj&Aq~1+MmoOefxaEb
zo4k@tPBKTqD83P~@E&9;WXOzq;d2X=Mn0yt$|~>k<h63s4Q2&f0b%|0u_ima*l9jc
zS&({6zMI{?1U8d9i&MWNiRuTOVUK%C(X&PAnb9UV#Q)lMx&t|W?0>iGkNB>=QpvN_
zZ5(^e3f3QSUsBYLw)+mHFp#B8t3`y^&!;w$4c)p#d@ZAHfP+{4E(Y7BZ7e~Gn2<N(
z;1VE#p%FkJS;jt#r^yIDB>--%)n6vz<~y-I8GuK&pS}v4(DXJ>I3}v9>Z`)w(8S<S
zlmeSxe~FHfT-R|wlgr&NkrRa^19y<;y1fkLMC`T1X*2^1ky1DxF@gD=N&$`6^%uGr
zWMD<&++1OSPlXO^Yy%~mx{d8*5Y<B>PcaBufd3R%nJ|CjCaQPa;d;=tmaub2Dn<Zp
zE?Xh-OQeGUqeF}7#=RrpIzb@VX?`r&B7FD#si=~;oO?{E0PcRZjX)U@2!YrQvO*wT
zRFz{58E8@pIU2A9YK{=93T4Kb>)$$P)y2$+tNvxK9>6y7p0=;-8HzrhbrxUc=sckK
z8J${y;|E;zMsGNS@{ez3sjGqCB|2Xf!-AHn9z-%Z*ASDoE<W8H4kDo#KeaOj#^HDW
ziA|w@85-Sj-A5>m=P#-V{Y}E>U`O+@1O?KBjH$5Wo5gq;Ck=s6S&IY7e4jVh<Xi-}
zjJY3~M(bEtC(}hHr*-j>2)``(-9Yy=d0=<TKGh9a0=7Y#+974d*)rG3I#LP_;?}(h
z)+^NFl<^3Yx@}7L-&#yB(KkE{zi_{{xvyH%%lX4EG>ZX-Hwwz=@8^530_hAUV1I3$
zQV`?U=y`N;`L030>1Uf7s$}2xyJxVst^BL!8~l^ibVOw=I@Sv9IZJvm^&*Yy_4AMD
zvN7)#ewlII=I7}B9VY|38nD!_7MC|ER*4sM$@CD4ponM#sGn^Axn{(55JXfEGyC*{
zB%+qaR|JS_#Vz-$3;h0AeqY8`z}mFqoFhJoaS-m^?Y!UmH#d%+rHgjvkr(}TIJa!#
zqFd4n{I~p>+`EKHn@Q$%hXJ%JBl7oTvP<;9)$|9M>yfLB?RZ)o?dZ!@tVLrENZeli
zTDj==`<lc%q3>{zeO7VEn6_14k#xpv+O#}%Mk9puYuT@vJJ;@VzB+5)Y6G{|z8T_%
zW-_Z`g@@m4t{wl~45;9imIu21BaQMtc)RgBBjuzDp^Qc7{p=fm+IPQp7r)fXcJ0j@
z%j;sB4NHQ6hQPE=alMW5MHle(*J}@HdSDkmB|j@WgHepXj5VB)Po}vwGbFGwvV;<@
z?a`kXdT%$xqlJDNV%v2sk~+^Y4>UfPO1i<XMzkue?0Pk13;lU0zZo>}#jiKPNLmsu
zmk+mZ&M?~DWl?<Lv`hP?&yK#q$u^1L{nDi1K|}JFW4}X_1)AmVB#HJwn&oD6KaYEq
ze<eC^W}e(-_G*&J41N>eQ$pO&?|Psv%^q7V2R$X{aFeh*_$IMWI3M|WZblg(kk)Cx
zz=po7<zFKDlhZGYJFyh;3)JY)03Qz3_I^!!J+kxd`f#^(aeGM4>npUA1?PLM&F0M}
zlfPIH|4^70>Ymj!nIFXwgUh782Xnv;)uMiEyytm4Q}TH{JQDOEFI0+!C17D9XqW@0
z;N8o=FOy^U_$8|@%{~3b>D~|DsHjED&_~w@_qIqir%FvrcXDqLS8DWVyI`jEN{7~0
z;v`0#oFUtHj&wDNy_x63yUwCi2!!1aBQ7KTXsPPbelV#E;vd^MRgfq4Wz5I^8$h<0
z<52*{lJW8b2IOdutYcW=-0I_*nWX}sl+K$2pV7+U8Kgv7=`Is0g5y6K9KG!z@<vpO
zq$CX$gL|$ndAD!l{&5y-+tOBQ_J}3ZbDw6#(anzaCwf<-SBAr5=={<5{*E8Dja8js
z;3Ihs^aIPY4MRKHzoU(K!%$fHr`F0Bf6o|Ae-4SkmBK@+{EW)44FF5AZYxdm+G{u*
z)u9PGQEy2~Q2u-y$xxfy?F-y^>yiVjmM`SOz0I7QgomIHu_XAyxPyNpDp`=mBTGo#
z&fzUgMy$jTBQ^>!)KrqK&MD)joi#-#bV+kL-y!1WuiPdNts4~=yw##`tbbA!iZJ#T
zYhG0p1^+;OLF^SnRgQ;`5*K}`BdA`o-`&>8!$o=}p=b5_HS-ts7=Qh{$NfbQZvvMG
ziKFS)2X%^b>Yh2!k3#yAFJuu3lZah=TU(m6r+d%kWMvG6Xj*dbG_Sr@Y?sx9qGK2b
zaYR(1@6+q)Hmk78=hdC%>-;fD{MF{?S4fq<1WhEq@wg$?_#l4$>z7F4fJn~u29K%(
zr4oOR)v>5s@D`uOMYCrDhjM8U9S;FS^>nAWlEhI6B44?6sJu|p(ogD0(s>L$R)JpE
zYDW@IyC+o7ygOVqAlHZCzuCtTe`PB$NX#bHn;-y3k7#beaB;6?=o%V0YLOHC`~{j^
zdC*%5S?{Jpu^*RXbbNh?YV>zzI`gTTX-k3kbI0T+#J}7>_P?@MWPcr&=3nung0<{$
z8)pj_1$&DyD9SgBrpEbd)ZUx;guu3p-{e=GU?!;(z9JVw+h7xiyK?s6O2|fe-e!4h
zm3aq6Yi|@*^@!~GwJG8STCX7ohkwJsyDtIyQbv+U{4}Dmhkm6&vtuXRuL~6;uf#on
zAnxH&6-tBu(6*CHdJ?@BCW7Zv5?sVbAAC7eb4lrl!E!usK>tb1AR_fSj-=EsYNk*V
zPTFmL?Th=D!@)+-f5EC>8j0vOmOh_&{z}gFmF<J2PT7@;F)G;`*Ys$82rTbLuI+;x
zdkL*@k>bTLTDPeW)?m%0A`Iv}LoFeAQ)yI2CH?~AnFLMG5{JNQ%P(W;f=lIvN-Q)d
z|ABG67dS-uHnXd~^RqU(H{<G%Y!0~D7qh7i<EcBFY8>mu-*Qw9jH8ew*gMxUh^4#0
zg{jcIjp0E)Y8QR)ol=|NS%B)s#{td$Ue}$536Vv?w`#F#<P=KQRD#A9^1-uc-+Pe0
z_h3aXo^Csb<A$%KpytbPS|ux>3%rwZG`{n6Cp4ATdxR%CnMYA;wWWHwY;zjry3F~I
z`b&M+L(>vsqndh<p+eUES+WB;#s=9HxB-TX`3j2CCqxAQs4}`+q#*l^-r+7T%pMOO
zx_-Y<1hGvx+JoXkom%Q{;j6V7ZWi5C-5>8sy@w-S<YabRAUuXIFFUhlUw@LAx^qVs
zB12;f8F=SOlHzTMKxvEe!8RuxTr_B>yJovjR>zy$VgJ%Vsyw{qZ0ftduNzN9ij91s
z2%>~v9g2@d2p#jbX|b_R+Sa#hmTsr((uKc@dg+bclR7#k>j_9DqWY*=V?ka<hKSNR
zstWifZYJOy@eZwlnq4~U-qepVP%iw;*N3yk7&SyDjg$G0KdsM}vLiw_JeP|*qiar8
zciV4yHC5X#)*PDNpFfYA_}Va;C1Ojj@viJ=Bx-O+dKwxjTTJpsi`>~$wTZLfR+_^v
zH}Ut71TlW&4o`G>^!*FhLSfVK-}*b1sl7^e^La~j-Oj;ZcMlPb{vQgfiG(hiO9foW
zG1n;e!TO77TJv9m|K^&o`L-f!*ArtM_M(d0cdK8V)-k5tc*cZArpB~$R8v=pMx}Q6
zks(UCI`TV)Y#6w{)RUIMHDpJ1&9Jb<%tonJg%;rWOWJf&m@Rik*?m|k=P~}g<?)j8
zJMP%q@GB3U7ntm5<}@^tD>UPIqby>LQ9@40kX&Vjrhhh$O)~#D%6bpFStwtW_KcVl
zH@o~*pPVtcvI8ThuL}-rhw$&QqdN=C2)O9kXZFM@$v7b)`b=FX`)<sJO}NL_Q|`-_
zw^BV#Ha<6AeWNYu3upOE*TOAhJR35P`fbEHmQ5<A-T+HHZ@}NYY5nd9TGw|x#KG+G
z_bsZ$NWl0W-u+Yt=j)cX`6?F~o_7$_6b|_@v)I+Xb$sl$7DBbdGih~QT4l`%v#yi^
z-IOd>tthtsE4f$&n0A#x_>)*25X&zuE!C|xMUsoQ@~YcE-<viA3V(u5e=&g^^pk?(
zQx%u*!dmuvz&-qjzr#QB2BlF|k=|_<CZkRn-Bh}y3%8Y%-rL~I;3At}Sl2G>+vmE=
zQ~%l;mMUqKqRI`0*$LiYs|3@D!>#7Q335N94&fM#GmY&VIoyysEhjV(U?DSYhq#&d
zu({`pvguZyPYSyI<AmMi6xB>=O534#w>vFEUs!bC>c_4>VrR;yU9UasurEMvES56?
zDm0jp{F1YS?#j`O#RR4{Y(M7o6h83$+)rWRbxxtN;$8FO>8W|BK(pIQHL)v2=&*dg
z_PMhfSJe-0z$@#Di;Kpr5L467lhTKp5_7-vT~ZeF(I=G-IGd`D-V4D6`|Ps7_4inr
zOxBw-yuGDFs<PX8nB&s3@)*I2>uFI|N1jCP(fPmeE*0rfdx>W*QhHh%DZ7O*${su@
z2gUUemk6=$T~=54(2vlOo{OId^0yt6WBXk4N#&bzIqvc{XYZb7<Fv&wt8~9ir|{!-
z;HqWgCRyFtSLvY>w%0g&<L)srl=WawM=w}$&Z(1BQ1z{CwHE&GprdYCIqi&%{oE(q
zPy7m|LsM^pm4Z9t#8JZ|x-h!jOnnx0e%AX%Cr&aQ^+!$P3i#meYST#izmi(bkf6IL
z)wG{dQaC?f(PSxETNAF&g1jSGm~op*{IoA_7>%%HMHj~AcRx3sE9o6Z9WN;?lU9ey
zV})0t)0L~$Rif3Mt0h^i4IOY=@xVrpkxrfr2Ol}!%u~N}FGJVINj2G9<pxiM&f+z^
zFP|v>T*$moaK|0@uG<6THoKkKum%#3L2U54lZBjpHn<@>?94L0=QG6zh{Qe7%n@_k
zccieRJNneHjV`57Ipa@VqIxcb_=;huVV1{{Zyj6J?qmJ(PZr%I10d#_jHZt#B$gU;
z9T@T&3ACPi8P=5c(}HwU{GwBWw0w8yU#3~}FsG!5@F2i&+)&6dT#T@)UH#Kg5P6aR
z;fCgDBk<CczpDQ)!WQ0#(Ur{#N!2>1aksy7y?AQ<#^pYii!Clsu#_i_-@@Wzv)OOv
zx*fh^=;-LU#8cl6f5l2XgaLVc6VR)BHCgQ&tRitw2%sm=FZSm{0hPwJN&NdPX5v5)
zP^u)2))`Q#(WeW8Z^)brFuzU7n|g~;Fc(JDSkW1Fgr}o<c-&rOZzuTq-I_hKX7CG+
zm=MMY=AlQp;zqyFeB+pc?vKGUau#mEj9r~COwf6ud9lz4UwBOKxMJITq#)8;+P0`b
z78c0rNR0n0XOn+(wKdH)Ge>(^sAU?ahp8F%cee%*C{zZsLg1d*INM?MEI9H~i`UBi
z^`2e#1R_-kxu9wmQ=X&FbhnlkR^C@+DMK;D?^sgp2<#ac?5z~G;h}}9fr3b3>yj&C
zv2UImIZD$B=Q_{lsl)L{!&?Xv4O=77mRg%Ysoam6xK3<kKHh$Y+V?5UTrZEP?z8l+
zA3h>@n(Y-tL=wYE)gnp7BMocR<3_MS$46|iS9<DJOkJRv#9>oVUI;y7SORLisK)wy
z16T9viVwV<u<-yZULl%PZf+o32j+RJl4Nu$mX>H8LSUXEcF6PLupHM<au1K5H+avY
z$pg<?zl||Hhoc!;LQ9qY(Ozv3TjS24lzIn58VP)8D3ITD&}LSNMKd*ug(uwLW1^D<
zO{SIWJ6E{r?y2dhVLO=%{YoY(DSv5q)yOnp)yAix^Q~M~GYzqXKF}f1mRl|bD=2-7
z4i5K>zX|4n(}Ku=|8RZDzgJR^Hse=C+^V8u=4L{KO)}lZ=8?nSgGpX^xfdAkAgK_}
zYx+)?7SoeDfEijC0{3zCUa$UQ&VdpIo01nD%lAcff9P^f-`~J3x+XD{aLIxnR~xV|
zag-r-x&$}WGr^}k7Vt8oMPKs|Pe&vrtO%P_4w007Q5ITIn;br*_Kw>jvex|7>Ad#w
zSHg+%LnFOLjhV9law8#<r*<MJ_{cAWX9%+s5*NLr<0jy)b#B{AXxwn_KKU)sbhN~R
zTC9Qqf$xizp2&HaFtx-RSPjwL3u^5fJDQ2J<YP2YPc*)DB}ZYFs`od7nlB++zEYMh
ztA-{|#T=R<zf(D4whS?dl~~|MTt^O(DmYsdQ?DkP9^4WbMM$VVJ9GZ8c=I&p5fc)}
zh*n!$`y|4B1PY%UnRBwTu*xSRIAB*&*#e$tmW4${CO}u6s%k`s!^m6>58d@{yLpvU
zlnq-3KTI?>4iz7j79J0x2p=Yj(4L6c$&*tUqGF1c8=_*al7*<2q{=a;y2o9h-UR8|
zhwtnv#DrR{&?2(HlZz*z#nFiFAv!=9dD)R6_#U0V;qu{?QqhsoWorI7q5XcTX|^29
zVM6q>M$uKl;QJJ^GDZvza(^itK2%*S>?PY;{$CdbtTg|i&OD<)^Mk58<gHIk&`d;u
zEo7)_xW594ilcB9&TB%fXQiEza8RTe4aop<+Y;Irytp1jGQr3RQdsdi(wZe=RIWa<
zjtDUfxIto&iYE5=^vI;ui6pIzaOb9Ch>qPza4UlLqBv~DvJeso+w@6x?4)KOk6<Vd
zbNAcKKm=ufYrz=kN~cFG+~H*U4?ZtMg@-u1x7t0WcnY4FT~N$K^>+boOlElWpVY-(
z#$ecoX`?0}usin1div`~+mr>QgF?=Y>)?&)-AU$D_LYiq$~Xwa4yTeBDtdh2_>0aR
z=k6W*?p0?gLXm@<uj<UXTFkj>%(<&VmhRM6?&;e^35e8)NO*);hiD0mag1HEh)j5&
z@Vn3huqZ$MUW13gDG}JB{+4PwShGi@59f^hp!+U3`g_*^ntcL<Vk-d3jta(%NotL;
ziB2jA@dz>dlG5r2Uf5|{$0DN?ykyXf>Bhs?N87u|Q$1h25eHRCB&=%x2n{KGk0!(b
z#^aT61QaCq@X!DRsY>=AnF4`!f^G^d)R}UKnuw8H$O+mg;ahOoDDK#*_D1v4SQhCa
zJTg6$Rt?bx>vS*H_3lXw?^-{4SiN*PcHeAIP^(&%a9`qC=~Tq8o5E){)NU^9v^GiB
zT+t%`a;Aq{?2jrH-;QqEG^R33f~<%&U>dAz0ms*%P)0cVLq^I59iGE+MV7j)#9v)q
z`q{@knf~>FW=5up17Tf5mu&e)GJZEI#DQ`2YPD^=5=^O@=kPwfYNM?Bhn*bpsIBwp
zq4VgC%$?8BaDO6^G}AgHY|W_QGRA;Ob%d`lW?%6_w6btT$et3%o-)kNJ;TYM=NQ#q
zbjxEy)QlIu|MR+#y@7Ng#oxTzQ23D{j*Pn^e`|L`K^4Oj>u0If?u!&O8EoTeQKT*-
zR8)QE>NOkXk*EQXcB9xQUJL+q#BFVDY~(gH5N8P3*&b&$H3_yIbz`_6G;eKqoNkTu
z1HoGRqm?e=%`9c6%;89heZGv}VbRh1CnSeM!H2YyzS60a(}s)*_6-lr*qU~!DlF7W
zM}w9}Wr9b8?)DKdHue{I&64U=3KhtTd~rXl;&c%b%JQ}*6*w`2)rcb0Z$D;MO3d{U
zGk2EXNSC%#15tZl`jJEoB~(>M_@p)rmLdw4BGe+K1c^}h>`sU5k!LZdnJbKVxQN)w
zOgP240ppdQ6VGs)Bkwc97!?jo6}mY%kChq8km>bu5Q&x_6f?u##rx|C<S8Yo?$FP)
z9`D7f!O4`m2QdpGvI;SC<lzi@%)jt9hOH({6}vX)kt~d&v2PpLZX*hu1z-qwoi^rU
zsL0dzcjapoC>Kj+DI<J0LMYcmQtM)PO%W^8!zr_kpQm+pM`6VS+albrY5rZ)vbWLy
zHSv{|unZy!bcc+P7~MV--yc4kV~icbzU|HyFqwz?Cx}6pDumXB^h`-3!|hYkl%~*N
ze9OOV_R3Q|C0I-S$aF9U32g*@cTc+?Iu$i_4B*T)Pi`e8C)ex2Dk{#q_MR%u!FybP
zBR2-F3pEu*R`O2_PK(2fR;n5~Wjs#yHJV$s%A7uWRe#;LTV_}Ef8{6@ms!(VS>iOA
z`$rAAkrDd)QZiQ$Axkbc7ngxP5&s=3PKY=!DS0B^ZYPu(;VjO8p0NvU>{+LcTc-^W
znZ`qFT!c$qL~9&J>N*HIm!hhucPT032p)gKxq|{FgbRQdJywMxAUTg7As>n27?p+m
z@qr^xMocDGEfp%M6P@rR()>(r`P#E25I&E8JMWKG-o#GsgmoS|sy_=Yu96R}yUUh*
z^8sdKJ@xRemEf+`YDwAW^Gxi9K^a}Ee<eKA1v70ZEPo`2_VU&yRHe}1QNjgL6A(k^
zu`;#;X50sGDG7hj;acA9&eeR4j3t@JOMmuErs>P``02aIku#$Mm$vvVg*Zs&y1x_F
z`9~s_?WAnQUe??VL1uS>i3BWBwCsOL>n3>YD>CQGh!NQSqGnUf;kikS9)DV7EoBAj
z@=+@prI=dsARgbA`WCg|Gb0elAohbH<_6Lqe(_xka6JCzV@H{OZ)A4y?>a=~$a@Iq
zxm4Uj%S&hyC8xAhv}*Ks7nIsp^C-e}<Z^Dz@B<L4GgSwclDvQjjnC_%Y`m22N0cbn
z#=jFMo@0r>G48ogpZ%K}!69C44nH^N1>3xvig13OW~1#@uCmjV{nz5Fa%DMzxgP68
zsf!2Sq(huS5Umhx9E3!OE)K#Zw3<X|-;KsB$ehf=ti{57W>qrbiC7kZS2zW&oRTV<
zgcglSR-R@$5h@|MKf?)5K&js7VkJ^#c0X!EH3Fue68DoU>XfHo<$1~X9O<Hak}y|)
zr;|8??5Wqv8+ma_s!~YV8vZCaNQBuPLP&&^IN2J!|76X|375YW)zl)5?JfVt{`Hkj
z*U?^|I@E?H!-jJF%@R(uU--l@r1SO2w*BF&>b4VfBllIL>*Z)RV?&$4g{{^$<*ycM
z$cR#8xMBV?!*0W{l<1z!gC)ce6VH+hd401MzH4+WtYE1;s7Ldq&-CEX5FXyx&9maL
zu&`Gw)nk^qV+LXc(L9(voS05FdsC4kR`uiz@-aUeY)IrMQy9_a8*HTI<mAdn27dlL
zV!?qd``+4QY?6hTkb-YWu<iJF)s4YH3pkF`#(rXQ(d5BTB1Bg8Yk+MD2N4A<wXm3&
zC#7sS$dlgv)$#iA#k`%_?nJ3B0B{1pSs;%1Rj!Cz;M4U;ziPCIT@MZq%bA-$1AwK_
zZ{N6qbF;cv-H{?PNkT;Q*^c|`1dvic+9}RitDiRNDX)e_6c#c9v8YlFGjFb^U(w^-
zXiKv-v|Lq`Q^pNmcx~sv=Hq)A11JCV4dA9xQ~vjjS9q^r|MS{i*fZn*KFjI*BZ1?;
zw~<Pi4v;)ujx&m;b|dn?+v|(fJ?VXV33FZk<+bU5pFJ+H?P!nd;KSaw<IiaIc=g|l
zI~9E+`_`*{qV4S0-*jI>{AXrnY?tu=yD)oluj%K3_qzwbo9NpQmSPeZLHhWVlN57B
zu<F$w|9{&>Z?n@@)y=K)`TLi{4_#~jXuzKy(|sCP1P@-9X)P@a3%aPE%Vqkm3!Aa%
z2*dN|eZ_m6<kA14_fh^|9|$|0Tw0sl-c_dhpGQ{3{eNzpA;sH;E?O?|`gBXWV9fdQ
ztHHQ#=6zuAtOWQI+B*mSh)nGXFZ?$*dYqZ2{=dH+T;hMm{Qo(WhVOwWx`Kj&zjnE-
zr>F44?ee4R<#R(V;+MLRnDw@=NlAnr%{{A~8Y*JJ;yyRDoSe9B%RT~NZnp0-v#@jn
z#k;)eJv?IKklF7RJ^QY=UOJvhPoUK4jt9Q{{QOP_N`RBtsLu@J1j2YSa&l6|<4>wr
zf(~mzI%!WLR5{{Qas_yjl9KL#k*Q{Ee5myoNX0)P7IG)8KvE$R^s5a`w@wu}6K;jl
z_%`((XQid>Xod7Pn>{JJ1Ckviu*<)uh7-VgsF<0Vk66aFwj$cvM59Q#;K`$r5s)!E
z)A_8u+r7l(EY?I#x`T-O&j6a_;OP=nKMZOC^&vs8@+&y)eu<$LQ{wsXD>pZnmW6}k
z@Ze3W)vp|hoDfVhDM0!>(R};%1&1F%&%NO1PXRh;a$Xnz^2Q3}$H6?`*tBiT0LorU
ziO=8U-``%2PgUx_;N?v+^4Ls1n8~6x+ncI9>z8<l=eJ!@fNTRk+@&52D1~vSy{`K>
z{#@Aoh;|Wx3X{HkQE+WFWKT>>Qv{K#I>1c60qlj3o&IoVpeOF<(BAGYv#4k$ph7Ck
z$57^th~Gvz3sbcNWX8kXZ`*0LOeaT2W*(mLy{oFKstcB$wT0S&M5giG$?~0_@eIx@
zop9;g=IFh>y=p!_?FL_2hlz?+a-O#vsXXD0z=Mm@uF#c44-SAm+*o%U*tzYz&g_q+
zQ30cJB>WY8`NrnU;eE3K9THMLD?+jJ35}BuS+&BF5@x+NcLxF6$w~8vyX&O%^ts({
zb8~v?rJ8lV_nsb0K#UCyvbnWI5Wm$EyXC>c%9=RT2G}$2dC3QMoNt`xtBHRn!Yd{)
z)6)l}up6?Blvh?hi<XlHa3?Z6yr=tujDq+BW9s#8d3D&jAj^vvboBWhfI>(}N%@ax
zOUUW3s-xq#*vk?NE7t3DejB}v5fcZPC=n46qW=Rpo8hWWXR$uvy2!cThfTKtJmtre
zjRDwF5p}6YX1M6U^sh9Yd2j4Ur`s9xepW_Q_=|(ZNX5kG1E=oU{e_B&aXC55(fY3E
zLJn()U|x?_8%sP*U0GRKptI_A*}duL(JT1u8Ips8gJaa`=_%Kz8P1^4&>{2ZD%qId
zXQO~X-i@1l6@GAVFf%LbX+-(Jdnr%P79E4YfB^gZ^J(zLH|dDkTeV)7w#~l)-X&MN
ze3KiXhvg(C;jFBz?&<`@jE#(_ySuyNGBcx?vfbf9yZZ?@@z#)rjt&Y06%7q;)MYE;
z?#{bfn0)AL%E|LoP~ZlzXK~5NBS5%jEm_Ct^Y0IdskMTQ)zgc*t>uPI_Hg;ko>cE3
zxc}>hWi;&WCT3^H@L5mM3JH;cIj`GfPiNb*^PE!15fQW+tCmlqqNAU9D!aQ24h{}N
zAmFu17;^N`mlX2#KY9!4eS9xp{<3aXFO^YH2-8XX@#6=v3okncHulB9h4CA19v%nK
zvq{Irg;%Vc)%~<3R8+j&*xHiLQ>_s+1_+S<z`ajAMqmTra)*YAY?8S$e%H+JkM20b
zX28R$7ewf^^F5{b(cjMiY-=bsRX5P}Q&m;<kERfSf9G(3`U>`invRwA)q~g7(W-)q
zioCbC=)-xnpW(P2^sCzwTxPQ)6bsPndqNBR9v^-V4fXs8CunsTsxo?NWRIZ~3INib
zu1`jGF5(o(2Rwfi0}m6}F4MIi;esx^gg2Lmhlju0c58-WbeMU03DJY|d#gYGw_oFp
zz0r3$$3RE#2I`UyCmV_~GBQwHM4$-jnf#G_9c<;=#({n2uU|zwd_0_q4hw_I$_7t6
zHqJ)_TS$D%`ZTYCLPFLy1`;8<nH-Z(3`r0@fNySY4hs*D-*TI5&adQ_E2!1+A^XHS
zT&bv{f&!^FOYd#Ad3oI;^?y8q`3;W*Mibx>{QUWIyN|84Wpa9Y9T@AdsHh*n4&<qq
zwwW4$K?6PHLVaXpWP;vTHPa|F0N{a9Fct>zCbvGf)yU!D;oy#sBFbk!^#O!w`<kA<
zek7RfgXRECgRPjbk!T|)hx|mtOC5TadJWu#_{_|OJ@#N1Z3hP~z}~|pBSZ7=ZT=pH
z3KlOfAQ?G*T86dvn$J`T>%4#e-hFaR_iJP3xJZPPHDFUgAV&SXkxn8lt^JSn?*PH9
zaLm#Y@Kv4v&2V}CtL+EY{pX$z_3PUYztd$sJUldYbrmG;ju76Y^M*@FOPA*72ZV`A
z(8NYY7VOVAjss3NGXp~)H#hgjmcT>Bb;G=E0e}gQ0{7>Q&+Wzjx%3;|m&9`&eiHl3
z9XXIuKr4|3O!eaL79;ra7A4_e7kGkgQVBbUfwSV&t}4M(zw!Q3dxq=50)XEt8cEZF
z2dfU&!u>^KM-lMFMuF(5V)gW886ECi<o90FJisrFKRG=ut*MEF-5!XLbD2J2)8l(q
z<MzN@ogq*Wm3*EU4v1N8A%ZotpB&Sw1a)|^KXZCrd=mD(6Rb37{x*&I89L#Rsgf<K
z2wI@?#k?+5O-$%)mfF$)TuXkvFFFxi%9iF8tmP-*$T73C$4pr9MU(SIxbDwQE@n7u
z4Ga%|{rOWty?m08it5em?5s1GmmbZFw#7_2-U$JLf#8nEv)q;x!Fo4x0jnwG+qZ8D
z#p7z0mds%EBMsP7JKT!o2Y&y424VY}nMp~1f+_GM>57hn!vt(J0h4lJKmdHTFnHkG
zpHZlDJ3FD=<k4q88DislO^;cej#ebeMO<Hg<Ry=YiTMiPy;s&GUO^XYpT5s-KRpzf
z&uxNIQU2AHdpehyTqK9Z%V8>OwmyjE`R*hb5n-K;zkk*B^vFvmt#+rYbEbu>T&Q}R
zOG?537FwQ;j_zrifDMut3|h4VEKE0Zz6THQx;iWRe>_z;GoSz4dHiW1{U$6QwRn7|
zeD{AHW6UCTv}7fum~~<Hy+|z1jNgJDCyX;hZ~n&vjRe1ik&zKvFjl8uHFWD8o*xFV
zMBVQ=X}P)aMMtVWJ^8JePW$xqf?3Ld1lhUoYBp12qRKLFyS#gn!cjbqMlbdLJtI5<
zLTiiXf7kp%%|uHJ0V@>=3F(Pn|6Dl}wP0+<>TM3+t6Jj!acMmh`xc6unn?8<ZG)L3
zDpOCl<XlK%*7X)_>FMYsspH+cgU}RSzm@@ml8~5q48YjZ35*aZm>2X63=TJEAFrE%
z)u4BDbc8?v#tJyGQsAvm!lM~>FtU!jlSt!>a*=0@jKIvljhO`<_YeqB2Y~B$_`+|K
zu5%3>&A@fRCt=tB5Xz#L3r<GnfEOMpa?m7QC7-8C%f^NU{1b&YZ+ZcSXlHM67q5!9
z!QUcj8)OXfj5~ar9&YxytR|QNxe0};YF%&o3ibr?s{J(kjd*Cf%8<1q71-_wU~u$}
zQc_b<vXn#X>Uggo3R+$FPu8d0I3jxkz}So4Y!^WMK{R0Pvg5J6&3kJ&Yef(nto@U=
zei}bYr>$Y66`x;N<h-aI*T3!F)$75X9nA2@vO<6^tte1~CgpyQs;;5I<$m<84Up_1
zqFbN83Se`vut+H>0VlB$*7%t<*1X`WkhIseq*p*d0Dzs*(X6vMpLd#QmnVZ$kF<7q
zeR(<T6Qtzp*FI|_u$eqri?Fah;1z+;g%BPdkR4DnHKhl1C}s9rzy}`#ySD<N>>Pme
z_V)D+o>v;Rrvn4>JT;5Yniy=D*Y<XvAzzPK+1Z~Lj48Cb9e(ZZmI8iYQbGbf4*iP=
zdSD^OYD{`I1V@1L`C&M7N6TVdmw#&9awvuEJtyf;;AXpzv@9q0T`WI72*}FG{lSsA
zqn-9RSP)7VurmtXYntLaa06(`_S=J2wv@w#W)14N?+pzpVB=B&JBiE&874O$pB8&7
zz-g27TE@{dv{?Lyp$68Z0GK^+5IO^#z)<jh4i4iwOT41u;&E{F+4KPRvk=%;g7`}=
zrU?2sY23k2ip~UThcPy%P55|hhAl}4uv=RXsCw(-lY>e}f9SLhoWB=zbf3i^uFRTY
zOE*i;TfXV?Px4x9GfP-jaiKgpDcb;dShTylt37mGw;34*GIruQB^Z7@?|8`_p47Gf
z&3^x%C$3jXT;1^?{G|HuG_@)}3_&;@)?});T!rYNH8-v;KiuWy<r$tm>$UEn0Xj5y
z_lJHc5N{y1&;;n;xcK;vv#ny_1HkeFM7Oak6%`%*i~)a+a;j&Ak@6=JHoYK^)4wJ_
zGvlP~%NJ50<Xbbow{0bZIPl?gXM$+!GlgB78f>Q;tSBWV^x;gQajUn+9n;~c?8V!s
zrQaQ%)NDB|hAE>c1h9e2-?Ked;P7zgK}bS^a8zgXJ3~Ol_6bUS-coF;5kTAd;d{M@
zic-gqsnw$$=Vk{a(bNjy;cZ~ggWn05o5!9@OYL3`dzFoAV1Rl7$MKKVqOX@7M*c|g
z@Q+hRv)Q+mn<%M67VDsOees#;QJdebBdC%yi+nC!eUNVW0^pCqW?l=R=hfFVzE^Z$
z%LqlG@y1O{ORE&uNnrGTxZZkliCW+5>ur96^NTn!yoVg^dO)d0ch)2x?|6Vse-iv@
z4(9`b1MsOYVqW}D5AyE7t)mA73)-_U2bgl)4f6q?tuG9ZLC>)NNwZ^!tuYrU7p1}^
zvfjJR$3J{*8QDegU+kF0YFAp`IY}j$2RpDyZv;_lJ+?7jD-{xh+)afqL}96sBolU8
zyZ^J+tRJ}Cv0CNY^)22&21MMax)lkH=GR^9$gbVl%*nCpN5cISA=iJT!&xGs;D`eb
zpJq?cG;oUK`tXYsY#D1{$CU;q@$2if0E-+SV(d@^F!_N)1P;5&dtg@#Q7-NQbT>}N
z4TS}8s;#UV*{XFBK9&%=yaM;)eql$EYxV80@*`^%IQ~FCe0c8Y<izFrPxp1EARaio
za1f%8?7ja!`}AX1j2~}EfUCdo;ojH7u9Yz}=du9YC}F)Nrl8Aw|ITLL9}o;+W2@Ad
zAJz7?7xI+Nsczt<Lfr>KRsF!%#UmjJ1+FkAIq%Q%e?Z&^7Z2|<@F&1_;>9-f`?oBx
z-oV4D^|^Hw1*liw*@uIatgL9D$ZY~b*iZSUHv9rGU4g&763GFJ>&W91@VRlO6tsu_
zUv*t+P*YbJ4U{5<ffyT%Q-vzHP=ZD~jtW8y7zCmq0R_bjU|9?(yT~4)IwMd40a=QG
zgs>I}APIymin7>=2of?#!y+0sF#;ih22uMx@mHtK-#3~2-hKC;@0|1A`%dBJy>1e2
z+oC-(#IdyrG?Eh+%Rg<=mDSx?IV&tT1SrQ~Fi`ml+-!neX|&sZ!ZPG3)fd8v!(yM-
z)A+Hb?r{oH;0Wcj5*GME|8cY>)6o;&oiH*n>4g0qvebLnkU&5KnsrxDStu0fof8ZO
z5y=9DLouQT=)4W5gTn2jk*us#r=I<8NSI5h55TjLXxU2V^19GT3Xpm)kdM5N%i_st
zKdu`x(Rf$(&Fva{-%3;FrGk{w4$p<vZT|1H#?II%JA9gN3MvZ*IDI)g?YzTVVu^Mc
zgYOS1q~f8u-MwV8ii*lr*n0*tepw7~5a1-7@Hv;}cd%N10-dR;rR4|imK*}?1cJO}
z=Lc>z;6hsiRCwUX541DLlIj)dprv_I+XvlPXn<8B@}GrU<v!F8_3I>)$&^ETe@uEr
zKA{vj0S;t%C#R+DX&q&hVy<Mu8R=FN3(U-1lGx^rUfs8u$Xc$z*{>epz?x6rnMAG<
zl?zKd8*7LjWHMm>-TeGhP^=g8#yK7t+co6i#S{(*g-5w#f*p37zSC*yD^G3o*r@ha
z+(ZD~Nrh6>)zg#tf?jgI!S@A}021(Z4s7-4`Sz8>#2N7Giol&3h*$ZB4s|os!amK^
zpqTJ*Ekhlxe~LVcz0f*ZF3jrWHV+Iqsge*m83kIUWscoShk20%ACWv5m5p6%i6e4x
zefSigFgmNx^|I13tU$UX!kdjia`g>_bScNLe-Mw;f%nKB-c!#>q$_2UceAsnOe@Ig
zNXS4mBycA^4f{n0jV^z33;jJ+ptAzki`}xt7HIgA)FHfKYR|y*{p*E+4?kY3y)iry
z+z*tbg2&5E+;>cAAZzP@QerpXwv?K-TrtfXc*#(RT(P>k)=H%^R8OH$1nl;(9}20N
zGg6ve|72cTQW6>N893PH%oF*S&dkvN;)Sr#O}q~QFY6LuM%$+lLjiEscB7i6hDH(C
zk_g$xV05uqM<=IE->RwI*{&fA%lk2`!MC><bU|if^rb7}-!8km7mgeuk>y=D4@X;D
zjiln4aQ)zB+Eqwwb@cTuTkGN+<~Ow(WZQGIVlh$E8){}TdhcV9ZtqME2MgD30~;Ah
zAFPItpL%7d%@@_GUGQKDB?1xJ3hOlzWDW{NrBWjS^Y3J43SY~--pD{jV4zXl((ora
z87NN|Kpyq%*<F1?`avXxyqLwR<uOv<EPwz*azbzR`nJAaW$(`ULHz95saQZn1ht`<
zr-4~zh{tQ;U8>_dJn0d7F)QyC!wmUBt<5HP2ov3%ou1G!AIX4){MWizWhhv>I{+T4
zTx$ar%IJ3eptePIum*$e$0<@)8u77w7A6y6Uyx0SaM|uuJuM(^;2NSHfdIZ(e{MhE
zWyKle+G(FlmjuV7wjE<^6XXzr!VB7WG)lV^P}g(K!i`};-Uj+-;@-9ed0KaXQRY<H
z37D-8VieG*V<MPy?sQOOP=vL~(JDVi@UE7%WvfH?w85I{DYCp#H2?T{?Yb*$ao$Vk
z3<%rgWKD@g!da~vbAR#G4HY`q{f9eDJjrK^95UAbUE|j_?`31^n6t+t<@n!63!byt
zdFvvg=a1Uj4X>J+5i!Wn##x#P2?@|sFu|>c|L%U+7Zvb?roGe7DlX1~LZLWbxS&PF
ziuaCB{)y`e0fY4s6f|%t`bDC3lU8oa<#LVSOGTsPS5fZ#Ti#*B=K97HEK7fXW4>}~
zYyOcCRrMRpUTx1WHg$6z2BT&fZ<Gvg7y#e2rBJL$BvRF6Tt=)4s&6TG|3y{WJ{;UN
zi35H8QihBRrw;_bB6<7xaEBKLCk;mq59Mk%Uc>9JtB}h{R?PSlETH@W*^5zMr|1c-
nlac)N-@f_(c*pDGFyx<AF4}BO_ZEwOM#0a{+JVfr^8EE5BMPHA

diff --git a/examples/summary/images/traces_neuron_activity_Social_D.png b/examples/summary/images/traces_neuron_activity_Social_D.png
index 28bf7235e8b6181b902f45a2c26ca3145db34810..22f0e1944105b8dd6a1e609ad040db6ab410000d 100644
GIT binary patch
literal 130
zcmWN`OA^8$3;@tQr{DsXk4d4u4J1LBQRxVF;py$_E#4`g(fV80Igha$^Jw$-EMvK>
z-@H(NnQ;i2)2ZHAkD5HLyWAa@umuqxiIF5S;wr%46BURdBKvZMcQzyo!XzPKVhAp$
N3~IEWXxtoH^#>ULD2xCA

literal 59150
zcmb@tcR1DWA3uJqLfJ%iW)6{L&km6z9GsJEkz{9PuSiB@k3^@E)3M3O-g}g?m7Q#k
z&B5<J_4#~$-+#Z?^}Vk5`$~F^`}G`;=i~XfpLZleM}vxzl@bDhP-)&#(}zHakq`(`
z2l+Yh8=ug2Bk+f;$L;$b1}=|0o<4B1foMPQc;e{d;b>>Y?PcTUZs+1GAu1z!U4;9w
zhsP6lIWaM(|6L&J;$|x*SyG+{9zyZtj*&YALi2#|KM_Vb*A4>t?Wd`B3+bJ?TK6=Q
z5A{Xq6zRDi*5{L&Z1c2>Sc{gHmWh@$k|&B;%$MTyN8Z)Y^cBN+zoK{EOtt5BSRo``
zq)}0D`de!6<}*`@MP5Jkditokrhg+2>%RQslRH)iWr*7Et&ii%9Lq9zQ0<4!3jDPg
zU>+gfuEI@APD&i2(n(c0A^4xaTpzv_7WMCEv??u{=ie27Xw@)(FXg6{Bc+3ad%&$>
z)c<#vUjO|B*Cp8E$}SW8%*<;nXCl{t+-oY}>6Sc)=MTN`waOv;8H4O2#!DjiAtRoy
zt0f(mDqLVn?5?eJ-c!fFM%KPJGS_dC$;2i)Opwqh(4Ob?wk#1OwOr^<PLpxv2|PQV
zVy<@~MmvIK$7uFuNM2Ar?9$y_5DSvsEAy&(87*2(4({Q8)SDJ^dKxHV{FyvA(~WYy
zcDui~!*@PjWAl@40A<Zay}W>KR?M}EQDO~FpNEA3>6<xX0ThI1U3VDHZ{DMTC?9=`
z+Z-wiWZLlVkbly}pE}(uF>teRAxvj~>h%=<H*CPcy{(|~SCsO}lJ3Dyt}=%YKHWB}
zNhmin)Tv_Z90>_YnzRe&uY-2!+10Xv^}+N@&u&Lwirjy-Qk^E{#F`>v6uRGVc2ae+
zH(|YE+n*VEwsCfRw)tfspzwmN7PrT_h)0KX?W{UVhYu$`zH58`PPesEp7?CX5G%hf
zW9qk7?mfpg_2PY;605|c-bRT5g=fM=we)d{dn{Rg>#~kt7E*>gj#~wlLby&hBfO6%
zrea6x_sZ|rcwMXCuiKa*thIc^JX)1n_CxWM)3<lGM{QEgp7cqMFqSqj=*SRNPP$#l
z3OYUfQBL?m>$smji*LZk)Q4>M%hP1z=LIjw=Js9g;PexbavBd)KHZ9&EfLJ}CidH?
zlRkI;yzBC(Tr2QY@1>m7C;LC2&d~%NkUWow(2`BPmlqEH3keD7opAG9{`lG%Zd&>H
z8_(TrB@V8$gAO9d%1BX13ypG2_8ETheud-ZeueG3{wFIIagN)YEi~4-Z@ij!M=au`
z>z1_B2VScDVPy%q-u`4zQ?Mlb0<(RP*SKA-IAj&SJrH-2KV)B06u6t`xHOoP9{Y6h
z&C}A|l@Se2lM*Yk*NT2p6G3Mu29@U<MXUet<XK-ct$M}bGasMcFGg{m!-IALe6zdD
z*{}WjRN2_XL)jH6g#l|eY3J2FJGD(*k64*+U4P)_GcGmGv#$|Kt;@S|e!xwiCw6$K
zWu_rsjYQ`^6iU=(OFK_?#wzaJKNlRZC_fc>;-6~f^<cwiz%NP$MU1|I=!(1Uya|>&
z=QnlC`3wJBdM-wy|HVn|y}TKQ?1L~wZdSmak^di6u4Zca)!?S4TfLdG3>{oS{&x?@
z-3JuK?FK(|T1(jWx3c}(Jg0!)Y_U0!iySR}K%xY^V%-!<_Ge?GgK+EFVfGo(1=2;^
zET40+bJOi?F0IdKl&*G*+C_!N#K+U&aj6ZhMCaLGVgGE+oeZ4eX-+rJPH83_%czcy
zk4yG{`OSgodr=TX$fVe(wIqblYixw<jXQ{eWj93Ti~IPC)*o2O#4`B2xpd7q?0u{p
zWe|Rjt7OF7@4=HNv>?g%ArM`~UB+1DQ}5n1aS{fByN&h7>(Nsu>rdkYet}Sb!hYV+
z+=svZpiRuG=UQbecmcK2fu+J$D?@yFobsv6uhYFs>tD4#EG#UIDJIU5gm85jDb)6l
z4cxDpLJ!%uG4=^&`_r2^f8oC*YRWS4s6SJ-q@#ZO&4wk20QI0C<=+F@ao=_1sX(?z
z7Sw<o1PG*Id9<@cfEll!o`(J)yJ(e16dRb$Jm`Mye3X6wo<Xpqj{I8K1+m)eTl?M5
zfGa>EC^yAime_0)3)HK1k^Sqw%7zoCRaatks@}#P1ugmQ8A9+I7hL+aowa|zpaB?h
z6I?<inE8abV$w}ZVY^qNYP0!*>vYKZS#$(va~K5!eWgW(qtQ&3AR7qnUh$5<&I0ja
zz6y+WFvoTFLN^eX=sgq8{N(g-(Ry!n?4V0GFjOpXE1HFswfW0p)&+?7Zk~lxK<3oh
z>Hht)M^rirTWTv#qIEm^`4$bFTnCNkr)8-7<u?@ApH8}ZgM9t^_$DY>N(bC~Q$azs
z%c!DeTcz#GcQa+^2>u{M@ZSKL__bHzsCy?^gDZe>!*`@+Gla$;vH{js+(Iosy^w0r
zzGA*F=QvqKmzy0Z2W%gyCHjT5gWdfiSe!*`>@I-o%Y`emAht<|3(cYlfC7-?-R5yj
zZ0sy}NK0oYxe_iu&Jy_e?-v48vh2%{Oq27(ZsCFR8y@`bO&6d2{A31Z`t+w~)y#7?
zeJxXqgJ$L@{j!VGuT-g<&MP0>QaJka{;yp-IG#=qo47CyYyn8IWe25b)GGSg=C`;&
z#_ivIEd;D_DExAc>*SBd%i{*%i4w4;xist8TXp6gE<wj8gyaid^pRQn{GEQ_ny`R&
zMp$Ltn$rPr?28CaUvl}4+OmT&0KAdg1Ik>$gws`a3RfJ@{V7yY=YAORY5pm|g&UAn
za7D>@Tp^#wgi|Ges1D^**Vzi`DSruf_K1LW_iQaiYD&>VGtVK^MaVHoy^YQ}Lj6gb
zlUa=v%%Y9sc+yDpMJo_2X~GCZu}Ph;=khqPat4tl$p43V_X_CaECP0iz};&uLBgE!
z2h-2S68N=7H#dvDd$$$#sz>T#ohpBN&6bo6D7{`1)gy#ANn=*vk=@p4bNGeJ5U;iJ
z5%u9L*Y?ZcAuASVP)?JEKt+>UZ*h~)kLesLCt}3goolz$&jr^V4HZ4&<>j?nldj*Q
zIv4yCU@7>=^)HK@=Ymi0i^{qII>_47-6C7R^)I%oTc9upQ&CgjfH;DBU`sIe7|PJB
zP0DeU)~M3|&~12Rq=Q;<2jTiFMtrZpB_Nu}l2C<NtOM=*wr1NLXPU!HM*6oEw(8ao
zhfcKFy+$86t`t<pDh%6o#mxcyw1tcg8Crls4D7>3(pXqE8}-AQmb{J_3MwhpaDmBr
zNScCA>Ch3#+pU1IvDWTn;gYqA39IqXc2&pgH7_TwS=6(i9TlBLwM8?}0iuGOw*_$D
z8pR~cb4Jwo^($h&WGK(j_GFioKt<jIfZqA88>awZHi$h&91p^wv(6>fb7gquX~Qu`
ztjsL=-PclmzBNIIsX<LUOW)fXrZ%5TLpFPyA;tDX(8(t)RNjP=0BTb7qBUSSGONWc
zn+J1obK%V9ou2*C%wp{iA~-JjtOBl}Xns6CGP_$8ROjtD_(9VftRRkn<TSu$4^Ifh
zqrP5g?$DiVIW7p#E9E?ywuHY|XnNVlS;p&^kL@I=%-#SWUlQ(_0;T*3pkG$&lV1)_
z_Z!59%|IftaB#F;w#_6Op%VK^Na*V}-HdwewToGPo8UYDR;4;GJ8=r!RO@)TLy1)z
zB|8X60(9tWW%x8|ErH4%r_i4*c)G939YYo)5A)palb-wYKCT^qxIH67U0A)0)sGXb
zB<ne2x)#SUC=Ol#*@`ZscrE4Byr_KUGozXz>2T@MK-No1hhY{MPBtmWMm-IVaA2Uh
z<-DR;pF9F!^=2u`<G3LH^SoS<3Kf8Z%%3V|gBsbJt*orh?jyS~W}Dpy9AR;aOJ(8Y
z>_@JX1Q%3{Lvb#F*7Kw|kV+8ii`mDMi&g^+apd>w{e24E&1<~@AGOU6xFo+?th(y@
z-96dslwki3r9E-{^m*mRe50}_qYolxCZ<j+B*!ez>3-dtaET*Oq5FVMtk-NP`7dc%
zzyM?%Pn`u4fGOS`6_gE};#jvkJiDl?bjSyphbI5@T`7>6f2Dfebyf|82UVHvKzk6r
zBM71*6lVYUF}Vs}l{P2~_xm9o`On6xZG_WkF;UH01)GlIE|LJ%Ib0i{3aixoymS@_
zD#j)#yq5`VV5vhutpwB-V#s>KSs<ZKd|FWkFgpD%TC^FsH3XD78iQP&@HrWonJ|WF
zA9Kf(KYy+g_~hi%sQ^Mz!PGrCnP@mMQKKUAf3_y5e5lFp`v*NMZbb3tHh$Gsx#h<v
z1Br;3VSCB7IsCb<>=9l6Sq5>*NNa#+WR~^m-9aulqP%s!_j5r2*({owPt<J(DfyB>
zA!SZ>zPkc&nB53E^LytL1R(rV_rrpFEdZa2A9m5NR!#-V{CWFqvn=~0|LbFFhAe-a
zCcFP;)2M3)#}){CjtiGWR4gpG2&qR%_mNX=k0<~t5S4=r_szvmY@D}=uZXpCpydDs
zay^)dU<*>ZaU*mfaIdUtwX~=BQ6DS#L-e5Aus%V4H&vLHoe&=-eNq$C!6ek3<;t)?
z_P~P~%#i)Tl5UW_&D}Fl(?b$<<R~ma;<Z}0w6u)J3Jq*;x}5E~RGl8JxGp3cvRX`m
zE`Zg<rOtD8>y6j=r{dQ<(&9xH4NADK(|8R|I^_*gvAP|40%T_T<GKKa*m!IKJ#hd2
z_@;g~O(AuGQJH{#b@#hQKt5^Xl#U*+Zs}wT>-e5dogD`qfLMEevOmQ|U`Jb1XD3tb
zPF|C)8iYFhS*hLJZ;h-mNO9ghVCS0#??%bDZ+Z&A%Cm=)k6t@L4j%IN_^kt?aZO!a
zeG@b-0`GqO^qzY;eB2p|Mqj}njWo1}l3lRsqt{hFxf$%J%}5HX6kmr2+8u00D921V
z*HEQe1j-Tun>`4><=tcQD-^_8?OZ?{sMER1CqjgXOu*IzlU=wp9kAiYbqe~R8StV<
ztBYBSGY%HV8RTCG44l4Ky5Uf}fEWa$KdGUqD;a@`A>a86%)H=@1%cdNS-)G*Ik%V{
zq{QB#iC1~>tVgVYJ!{cMbbrhe@GhCnMv|?%jR0L*vdcxaxTu3HhG(x`>WvgC9<-b@
zb?f3E?vS5-!Mh1?j|3DqlZRYq`$1<Bpx=4`nuTtU)0N=@)x4o7g$fX7RfW;<@$s!r
z`x7q8`Q~-T2PHD6z!dMs9NUMtw}fk3pLSk}cw1CNb9UTt#^y5x+9zcK+_?hMOAImJ
z&KR)-)u?JZ^nw)^^<91qZsg*;B%q&dx0%h74*V9HK5D<-%-XL#52|sqt@82M=q|3X
zX1y7t4)2>FQdp7oq!3cm8)U+hZ?~Ce08?uL;7D|k6X8%)cZpDs>vwX*JU^f16;@LM
ze%jO}m~GlPMvt2Y24y8AMP}g9(gEmA!wKyAd#-K=XaXV#&5}1*;*(|yK?o#PZu#n8
zY6{+30*LNR#e{Q<=ZINEx`eIzo=+1Q^R)cbAvFLn<-2LuucTZ(t*ES{Vi45HUwulT
zO|D;Wou2`TD3ay#`|>Kd`QUr@X;@xSJ*#b|>vL`%pDpl@7q=G&#BA=dLHt2`*$%jZ
zuZU48>0c(eJ8UvXV1j^aJO^&&1dCH9f&i*?wPM^}xE6GvZ3J}rVK0gQqoLfqI##wd
z={{h@u_BRucu}-w^#&mm35X$X-F}haVeg}*+^rsq(;HUn6-`vqlfi&ex5%6x%#{FC
zdk<s<@Hh(la#libAn5D|4DrsqXs&vtu!R7|TL*^qIHpNp0Gaiwx#E?=8UT{@$IkeJ
z4&`>h-qk*igC)2Q8`;iey7xDk{K8#gckdPV25GhRX2btHp{e}^Qji2<I?@J8^WVOk
zAS39=E-*Tlv|S=teslU6jk^B04FNL$tgN(r)8KkZ<3CM8;Nzft2lS>(XlMmGZ8cvI
zd(n^%GEiaXt16Gs3BX+$B|xHED-O4_&tgDJpP`gS-+rlj$oxJTq}bx@Xk>P3#MGUN
zq)|X8ljX3;yr}Fc$RNPAI0FwJoa5eV&<#5JK0e0*Uc8EVAB&weoXC$)O6pIWk~)3H
zg%7Tqp>nYV$Zzvf{TZRhedE?G6n`fiP?<6V9ocX|t)sOwZbotdMzsns>%j$P(T9R>
zJoM+iH8;+G39vYy^eU-7@Wj^(u-MYW?Zq<n_e~%s<o7@jN)BEcxW6|V285I_B1^90
z(T@De2O=@r2g`;HtjB;)?v2@MaQXpRXsiL$mJ*-s-zDI7^IfcA35egQlUe457x^{7
zC8J8mt1U-IN2B*loZ9LEZ)CG(xH~YBsH@cVYb*9?vEBENB_Sb1d*dVZDQ50{lJSxX
zQny~JPB$<Ion-kg3wZ$^QVO(}=TsLj7GIWlRQ!xu?gfF?+#C2V-of4in#k!+>&jog
z!t#K}kAf)U`Bh}%RL&%SIG;EMUUPY(0|3#r3Q$8!!4iM>zv)prXri%yf6e*J!lgY>
zXVbN_6w<XbW#ZRBWUT_E`*`q0RB8sG8`T5|t})Q65?JyvC^5}}JMX#LvNl9YDDWGt
zuIy5P>QsQXq71}-z$!?*5$BeoriuZfkgvilBV~B@j;5lZ69;y`)e=asaA6fOXo+|@
zLHSEN^Z;y+ASS76XjmuIMu8M=uQeD@Iu@z;<?Db4c5XJAIvR!r(ZCo%+k3;gYUbQz
z!2VCn$V&S7kslMlkXv~}%?{?<tgB$z;e9yXol6ABn{6baY2}Sm2n8Ita3c46q70yT
zPY8?+;1y4J)b)?WM#=cSQEQsd6HX!)^``SZ7!cSDKdp=i&_(Eon>$plGHa!Zwt@5^
zG)>Vu=#m(q+#!;xy~iT1p8~d9OGHR}K-+5Xv@<q!0M5MyViH1VDdUBj(^{$wFwdVq
zZ(S`=+#4k!1UmtH9)PSIwa+WqTz}fYMsOK{PCNkWRwGckLRX3!IBV9c9h`5>`*2<o
zGmm*%w_<hxYNF|Uk?PlJLJJ)&R!`n&cnNeGQ=-{=iv*eNcHl5!m7uP99>x%)&R1k}
zv522QaUjqRtGH~BLCvaz+30VMQh!VB0bunp%;w%iWsmxr2@-{SzwCLf6p=2^-oJc?
zK-B@YwK`s_+}JVvC$wH~zrIe+^jAA2g$<3ay8TyEjXL-LYpUX+)p&)07O=z@U5SDQ
zw&Z`Ww<e7dCp6{&R0r5UPdKnJhb^};TeN}_T^+zm5OKL_-7JBQ71`3(LEKJ;o+YtL
z6*Y?zGWh6m==e{%9ku*f?Rmf0^47zz$M@T+xRJHJ(je}5kbiHF5sx`v(?2SDpZ?#~
zJCGL$x_>`<kpJfzT5^ui|9wCNH|+Mm@A`V>|NW(YpVeyu&XK}&-~C!+AiM@fWBr|V
zddwum)|n`)n&SQ`?Pj|!k;{=|<v@(eAEAFzHSERk3*EO_M;A7C`Wm(NiF>09zZ@!n
z)rS)Q{e<E#)*if@t)7i74Md#Byw^)bkG9h%h@z*a^H4OWl=q8W40RG!{@DC|T38=b
z&-(fGYL=>v?yHd*H)%$HYc~#`heS`2-%a08KJDD_hqaBH$(jKz=bsWTB`p%fQnh}e
z(R$>0oc2%3(IuAYp$>@2I#pFh7Ju&Vpk3qSOo5Q=DJp+8b}8oT=kO=;O6m4-N2GSS
z*1?LpM3?Gr>Arhd)pV_eH#|xO@t@~1n+8!o={Y>zpWvcqKbmUHcUr4l42uT7pe6Ym
zI-~4Q&ct9hJpV9<oam6S3r;9`cj>Mj@zRq2749EQ5{&nhYri3AE;o22KxQg1Qw7Zf
z9N4O&xdi-w{nu8d3vr7>@R&UDd4IXHK!Qir|CwPc#*3lqnEvdTWPsS7gHeDK%|pW!
z^7daO#Mmmhaum-nS<X6IcJRtiq-t?OiJM6OTKjrdQ`tu^C2EYM+yrwno}85TZ=5uH
zw;M<wT2v}lZ3k=>s<g{ZF^635|7VhR;d{y#@&nsx=1mW(`}Z{{nL;f8Z8)$Lc`uot
ztxTE)pLV_37(iR<{_i#BC98pFE4BP>t8t-<6#simo7O&f%V<H`iC$Nn%Ju)O*H9#=
z^GxpPqSc-TaKe9otMOSqq<r9bYM}QzM3#bJv;VHObvy^c@-=Nb!uJvpA&}_)8C1b)
zSK@TU?m`P5qccMf_DSykONTkSOoX-ta#BeX{4VCdzjMgiZP2l}KdBV?f0*^fZV$dF
zvGS^O_TTsUh9b%*ocw{%(=yu@EiNPTg0NL^wrg=lroR0SWa1UB=PAb)f_>MVvy+l^
zxLFALA*7MOT}*)xRyCiXRZLK(0GPHC`u$G^xwD`#-`HCMY1};8^4t)-jdFRD<f_mc
zl{+fBwAhA|H5cy{lc^{G^YoBnAhVl#joAR!bNX#T0)$SOcoaJIq=;dWu~N4X5keHh
zG@^KiJBDOOt!u-x$d9A2;nY_FQ~*eD(CKz|)k2EN6VO;aJ?sUGeQ>eafrQQQXew0?
zN8(RF3Q}Jf`l#1d=^0Q!9stozt>B(2VE4=o2e&i5XCudVfm+0J`7+&^d8M-%Di;ot
zzAo;i@UzlPlDla}lYut3qsqVWW_MA9WvS@mB~5)6k`KlP0-tM%)iHt&Ra*4RJUyNu
zOA~%rI|8(q8L%3rvupQ@-_A-1fY0GPC;dS;jp7F-ev(}e)2VTryYmkPY!^tQ^x22K
zwghr)*_FWWJ>d828Q3#n0MbUG*NKtsoA7dnk*Kp2Q8VMM%M5>^XpZvCL66r~X43dT
z5hUQ1(5$P6PC(QwWLxkmH>S$UJ$tscv7r$Z6vULP4!*>i=JoJ_#ra&O8Vh|wZ~<p?
zfWGX2z;A%~KnV(<1VI}k>|}I&%FP;IGaxviBx0ugbR^_c+j=U<bxSqiG?&2b*9Vh}
zN)a>xe^h}wAxluJ2~6?;u;{7(-UcOS3iqQYr`sV#XDImG5UrXfHht1W_EU)olnRz(
z+Aw?Ll4A~Q%AxH%X{&Ba5`%NB;NO}b1!rB)ap|vGA6wb{rCiUfTi}EJdh)AemD+zd
zw#Z7=T@`)I555MHBZMp!s`HaY8crP(|MJ`7xL;FZXS&^ryHdLpbQ-#kzb?yt)Wke8
z`*QK;3yaBJ|8KdPqrEC&*q(#IHH&8DloOJv+Qrx5Yu~Lom9|oKr#om)Sf-8__bDgD
zzyf)%zC?7%A{VYAxf*cU-Xmux94*@Jnp+KpJ}e{3rR>U8ZTMR|!-DrLKd;SXYmK~J
zOYfR`>g-QHP%!>N7mv^8cq1JG-WJW`Of{FReOg<PJECMZ8ffur^Ts`@B4UWb=Vf&B
zo)$N4JNfgG0}HJyNTN^B5JUl&^K9x<<+zC~<H+;o_w&qJSX!d4D3AK=w(HH+4?9y1
z<!MvQue#_KcKTG1!Wh*s)i0PM%o(R#?496dXA^=!(Py=5$_67!m8Y^>Cp~QD{XwB1
z85~1}k+(YpAn3R#CKq_nqc-)elXkt6(+G9r*<<xS{|hF9bXdM};Yde1a-**dA9wng
z#4grx*IUSA&u+GtlzgGfuGw{eTqfm}@rB`6$%%Z7L$(E%FVVfY{B^t<1xRn05x;Vy
zATr-93RVu+&r~-)I_c>)xb{Fs!mtElnHZ8u)cB-qzi&6Jgh(GOT9VhHb)PMR?JLf>
zy_}}Vmt}35Vdi}vr}m_n*gjF?czk&z!O?THHuTV}6mw!UD=T#oiual#MFIs%xQVS?
zv{Z~oI}CRV*!aFQE61|JO}U4r!l~y|T}-p8rpkF87|yhTb!F9uk1dV`nHya6aKas`
zZQ@pl*!lkYZxx5^^Mh}@lKQJhKiy#o;)V^~#)R1ixYxO^MQICvo?77+wg`Ts99`^V
z{WD5?lipb;Oq{em_#3xqj*I@*u~<B!i|_F$3~euPRkw6}=thh<??M!U?*+n>ZbkiF
znEeMytNWMv_3Q$LQSqS6-Dx)1uMf?}H%x4f2y<=heWHz0ac2lt@v*ymHSjDGarq8h
z@Kuk807?jkp;sbxWTD!(ksG3-56P=}q<ksFl7t6o7KTN<^!5saUduP&H)S(nqY|bd
zot|l^BZYWRi-~>6=Zm4ZnbWYZPmb~_p-{aPX8*JJE~b}XK3yc85lh93ru?mU7)PK=
zV2K*<`Rn<@?H4xTTLG--cL`iqF5GKSvpbrjterIEBAuic-O};-=rN{h!-IUS-ZGc*
zg5Giw9fi4nag+Y;Iw_2m@D%ZItdjup#^LynaZ<4vt9Gr(lk&izfJAbpri;~)F%slw
zNQz}fM0!NGTBwxNg5=T3=W%mB>ZUsw^>-X!HO-#==Q;L<7WC-x(U_FA1f<|;*<}(5
z{SkWdFxPW|1&{BF*q)*2psEzk_q&sBcrJD2C~#|{OHDMmM}x^x%;J-r=O90bDHJ0S
zpKO#EG_7JHv$dCA6GI-0ccXdIW;B%;_4C?^!eA&VG*sz<DfP4?8(z;Xv^vs*>gBkQ
zE*3T<()3t&)Sr;6)2+7l4P5o9YMAF4dXhbi!?NJ%7v%f}_O*3PwYVWKTKT<ys4ML?
zF=0#Lf&AzEy7edoO8MfVO0F%W@8uM}r(q1!`Iq#EltUk$XERyzC^;2z7<|ZB`{-3r
z8_NLwZcI!B886rru+k?Zw<b45L*KX1TrHm$6h;cTl?mzNzHivx;YU8-_l!Y&o5=o3
zM6fd`=of3L1z`LgoEL}B6G61a(h<8ON8v(m;DKR$pG`g>UJ8?kWAhWZ;<T@31$3&r
z8KjHG!E8hh<0GOF+~5%uPDL;E2DnJ&gziW<vnfzaDx;n*hx%WpKz;oteV<G1=dP`V
zL06n*=%V=N1!v5qpNMva_F|Z%l^(8a3-O60&MA`l<-02$fW(@GuBOiNeOg<hVA|Mx
zJt|EX;LHWF{H%yI>tVuD>{5gx(mM@}Mt8o#^AFb&E&FD*^TMpY=_{eXAEdhmW33o2
zj^ycZGh8v~a;ZxHwIH2u>US6YhHYqHc}oa(9`p2=RLZc^JeR`rtl3r{Q*|Z4Du9Qz
z{2W9=b9SMr>4=-v88=>9jO(Bwg0Q*^TFp8vqI?};Qa6Y8+@Oaq1ClsjBi;#_@xVUb
zFjGU9a+?LGBia;^tr+sdTa>8OMqY+<_9USPX>j-2d1<uxm1I8Gcf%L>8-AB=B{!aQ
zyAMoPSeQQljrqdno_~uU$(cUbp`_lkhe$TSIh5CtN8ZR7w4q6!S;JB*O3{n;c#?)v
z-9azYgLS@D;(igQiJo;3{2@rrlMKhOJ~I<K6h9;$VzKZ)8L^N(zhYQREYk?~#|$fV
zb7?;_6;b%yX(!6CmJl-ImsU5ZzFnM)MT|j>cJ>54Lbp6S*i>IpFwyMY^uZi_ov$~}
zzItf0g+P5m_`GhmmM!0stP41aGK4_1xM~}EZ1vfH&|7>%Wl}k4H2yINDxZG;F*J6%
zSr23u<F-WGlyr=Eo~SYkeS?mFVvzeEq7Vxzk(3kt2z{$yP)o#>F=?^FJl}J(M@%2*
zUaf^0m04rS8|sKF&VwRvpJP)xo`##^mrS-QEfn=el_)Mvs}8e~EUY$s_^`wB<(uiO
z`h<Cy+89*#qq9n~HyxViZ?q8aBdCVYe`msa-N8&wTRno(P`<lI6KOoiz3^^^N-NBs
z-Se<3hwP~W9X1VynxtB&XG;O<SDmxngJZt?!3<dLh{7jTnFuB=rTI=$72VM18rwp;
z>ip4+P*?~+ZT^Q_h%H>!OBmA?i>4kEezaBTtavP3@mkjl^CIbLZ-F*g-y3KGq9D-D
z`iKX%MP7IflUjgaT1A&4v?8wEN%gWArbI2<(G!}DWqKa|hG0JazD1JYQ{QS>TbH3l
zfo^_50^(M+N{Q<aajDW<%lADx2C}v9qM<m3ql40~FFBrsW6cv_C{{GwFj`$i>j!q+
zCehADP9VfGdduCG#hSK+Lf@{CJRD97tt=AeZ@7~>B~vZ+k~-qc19JyF-#}g%e9=U&
z1lM*YuNKN`{hdFCAsoK%<M`Q0BiM0|Y_vm|mRySPshx0o>A2SlNEkXn5&69Q#-ST=
zWTV=T?#6>_hv8<)`S7-)hYxoV*8(0giJlDvO&@7-R*dc+_?&bwdY^wXMu}?DTyiz2
zR!8eoymHc)YZIV_Lg=uf=&`*rG^=w<b&PEef^3_Jt^E0Y6Pt=x`G}XfUWZ=7y*S+X
zT!$l94;t>%$9c384GHep@Rkjj8f0PXu7t9z34CQAKD&DrX+wu~OBj?kV(GHZ5^ND_
zC6@ox6Nex`7=?mkSy764#+<tQ7<2M6+U@&DO30lq7vS}8u5gT%G-iIpaZWDa)M&gu
zI>wqCQnmA@k*o&7X4n=a6|0DRpF;X#!@-Jc<L$7m@s?+R<hpd9_aJE~X!FcM5ebv(
z_I9z0h^}<hCr+$r`k;|SEze6q1K&KMWV~aHx;5$Aqa8{3ad6gcJKTqaY-|{v9K^aY
zQ5wQ#PLx$Id%8WSh`d#Kt7(LZtsJ1Qoh$jXfciJE{dy;#yR?`l(%IYGqoL%eRPI##
zAlyBj5h^A^;}wqR`YFlZwFq>P!@k7(erpmrs}>P=x{53}?nuWEsq&vGM4EnzN|NqB
zK_;i%oEW?+^mEF~h7wiM;9mAdCq)L$`gqg9#7)S>N?8!TC0WWNg)Z{-BYl7m0k3L|
z)U_y}(b<d~P<88ad8_mao=^qj_rtWCP^0{Yu0KEB;~Ad%e3PEfSim?wVd_B7q?8_;
zvU4OrrQdH1XV0@-lgc^;+qz{NM<dHgJry@I<>L`A3qI_4%Zk-MQlrIYxKhz3<WK}C
z%!!S~Nv4%56E~d$Y?9Q;uK&rc6ecWC1~W0J6?6h)Oey)$D>Y{+q{M;IJ<NSF%Ar3W
zUwTisE5Da@yw1rSmfxD|q=mVW@v}$8VF8|hvL<P%eY}4M{2ZgSpLue`Bzzq|a9q6f
z%kP_cnLvlpZxt;bWUL#-{y2o|xw)~vuk1&ULQv59mKox-r%5{%d<75~;ss4Mde&Ek
zr_~omJn8rUmHX62RfPpn<wRJU=Aeobx1ok*&W#HHXQExI3k9k8yG%A5T_qH#tH?@=
zU3dIe%~YdH{b`PV979hc+^5TU@K4+a5v(}^V~+1N^4?0!ZWRW5rMprCnVX^tK7SrO
z7BzWP{wtB#!l-NB@NM#2M3*v~^~W8(+W~OsVR%$R2%@|yBFYw@&V)U!jyB$$Nd)DW
zQ17+Add{UI1+!FbauAv&6lP1f#H7elB!vqfJ^;(wI9WKFbQ+fzNDcA+o&7Y`mt9gA
zibC7J<OsKKu{fiI+&_zOC>WL)P<8*L{Pf9uNk@Lg)^Ndv$|CG>89$vg>RNJ;RC}nR
z#<P8c1Z6nCncboOBwNk|vxUT03`Mpg1@hk_rb{TK%ms}+OR4r^XeFQFQ0H*10-uL3
zS|5g=wLbStu~kw>QKD+Tq^AuUD4}~+{LIj^PmWd}iTSFk&Pb(@6i=uoz=ra#-fFmZ
z+YrN*QUzQ15p1lfS_`~YJI|bubC40ACS=x7l$MbE%5G@t$&4G9un;ng8Zl_Weub)8
zVO<JlP_2o!57%58=7e5wxp(=+D~=wA?_aNpS?!E@vIKZ>2&{_>p0M;SQ=sx>b=)yG
zpqhF#D0(#1<&WDvnU_j=p1+QE2i3ivk*8<Aox-*cFbl1G+E$+6XB!L|Oc)G5Lh6cr
z=TF9skIRG|YynbN6uFi85rP1r`vHKATWa=&n*O@{5(?{_9+&y_^0C-&RN+u7IG3_n
z;Bsx<he}H8{AURk_1nUvDfWrdJc+#WrQ8fq<UO1gH}YM}K&;wt*b*hmw<}IqSMD}y
z{nBdDYpuXi*lkWIjE;c7FA}mH;nJpW)v(oVjn=YK5Au`nqmL`t^rU~2scSEd!R1Fx
zH<?TW_j13jH=(-=F6PJ%Skn!O+ugGm*0)N3Vp`L~o*3YkQdBZ|s}t)RurNxR7=fh>
z$4-xUBt1RkPg+t>E`2*(CEBI;jDizOr-`OVg>G#dMSdkibQNh$H)REsD}CFt<xzUa
z`?dM8XkyXL2GnKC(h6svI-B=ng;sj7WV`Q^FMKhpG;*b`yqtA?(i%nH>z8|f`c5<t
z6fis#I<zs)qc3;<_<O|uUQb$*<Rd@Zmq~am4pE*!j_N{Zsd$<N8q<I9I&9nLJs*aP
zzoF?)bj&7NJFUtA6tp+Nj9AfI4xG}at+JZfn%y5aI0y0*s8)MZ#u$l~+Kp16P4np%
zOlA-pSn|R?t8v|pNevX|>x<K^8h05q4}O+nbga$MrO4Mjmkm)vk_=jbC@7LY8ShP<
z{Aiyi0xQPXg-vLSG_vTs-6#3F@330^+RYrmOutePs>pbPMFwm^Kp1(gi2p^(%PH(d
zHDq)`w<}6b0@EqqQzS|M3qN1_peQ(X&E9`Uy}9UP|A`iq25W!MFmX^=9|O%}zHP;T
zgfV66@>8NTKkkIZ2zkDA<`8`JGJ}^qSqE)T7B}?s`e>pR1Nc&a!f$(`2S4d>Zhy5p
zy<N6G%rFuQU;BZJX@u6`xsUA~#dIz!GpYL<GX=a$s==4iVt?Q9-tJMwm}=d4#awGp
z#K{tph|2v#bu-@I=6X%)OMlAb93e$qJ?4+INQXcgBeqn3FoZsF@MKX;h|G*bk)*Z9
zBNQ>Dx}Z6-Fp}^hRoD&lLXQsjj8J-LG<0}0uPue9SES^b2mg#|yuqDFHNkeVXSpcy
zDsoJ!FS?c!nyx0vUk;^k>rXbhmqM$2Z*$TemYgpqq(^Q94`d43i3@WyW`G)@yLB*8
zv2@pYgoNr8pDQBasoDJlz~w|+14!QZ1TG7PDQ3YZyBT+DfnNIe^|X=NPkNVw;g|#k
zBxoMo?e7KV>2oLYPDC5DN8iuVY1X;&bk8Pzfq9Ag^Q4Y|%YrcSR+rdj!9(#3Tk&E;
zGh8(7n+$$5>zarZx>V*RpMme|fvvI&5`AP3s)Rd|eu?qW^*Wqmn{i+jJ3Kr~sne5l
z8>Tcbdd`+|PV?<QCK>t%=bl)nQ@Z@n1m{q7+V)u(d@sVt{LQ?RV^WNBt3c<2taJtB
z`<cE0FZnOEe~cepT_6)X98&8VsFh+sFS`}z-o>zw45|*5z);DiP+{ab*g}dX2CE6z
zjZ%A&gjYyLkWr!(jeIDXpc<5h0_wLrX$bs6!T0%jKYN=c%QqzFC37F4IFS^n<Tt{4
zZV$i2r@jokeRqlJ#5wE7ZgS<k?d#%SDHSC>EB$eIDN)ah`wLU?4;wO^x{6f8v2q5!
z353x5M9HKJ7n2?}SV7O05J0Q6x1y(rN$9Z2`z~?QB|;H4a}53DPD8HoV>G{@rXEW`
zF}L_~6y}E4IrY*)EIpZ<Fmj9nWlrMH`S1#|g!b!2PHbTc9_O)Y6v%4HRDX}SfHXYH
zgcQz?Tu2)n`X*6Lqs7Y_4!!i6`|eWgpI_gf9)|NbT$e(>w+Jat2l2(+$Px`jYN~I0
zrQIUq{>IF|h{`Frc0nXA0{R}Cyu!l4vy3iPew3A9Q6qF*2<1V(++l;KSPrCASIn}Z
zlK#y98P!TNVEOs6r-VY>K+X`;KKtkLnRWu>svXm7?ggzOc6avB{v;iKWtboUQnJtY
zwZfdb-}qHS`UNgTGDGqJD?@npBst%X{c$0!kE|~-?%N6{cJ<@Vy>NBg)1~@$RLHx#
zOUvU?iG%MY_HYm3V=4IRw}^6vJCiJXi12uFP@*g(Sd*-d?F%>C^ID^YkpcQby1B1#
zqhY>$|L2FI1i2N14Xz?}d@t+v=Ov7IX`{RE#9B=-d&UscUP1Pj?Kw-z-^@w1!1W}k
z+7!w8V1?>tbx*&*1HUjrmt;~VJYqg1Sn!(#4y6rxZd^96-Y$E;gSBr>S{Lv<+@dM(
z`WZ|bdJVu8k=vrV8XEpW8^MJAQ2rBoDBk{#w5y#aXYxY<x&DWFTOT)$W&`#3>phD%
zQ-$i-_#1qmxWn(lD-AKo+izcULQV9S7p|vizyr-LE57%|VEK@3z7l|uB&}jH(9ep-
zD8UZ2!~EQkgPS8U9TXM_8W`e-F#f0O{A~iGYF99vP!0cOY-ds-R{OI29zNg$m-;;#
z=nBrD^Hm)eoRYMh4|&5!*Z^%6qsa*^d^E0cg)g43r~qs9Q{>R7{%rf8uv#Cd1z>X%
z@dYTMSRpfw&;x7F5juY5T}64GWPAcH$5`JyIT69iN9zcbxC^h6`M$V|2}w1nd(t0!
zzH`W{PH*e>l$yV)YaU<wk;g@+h69ChOn&c0?Z&quujL~yJij>pu}AEJCT@IrC1dg8
z_IvAaY_9eapixc7eb>YrKwHsPC#Dz|NpGrOEV$8|h~nS1WB%yzWj@ycb5Q?5RC(6m
zFaNnP9TmSE4PTy|qeQW&q-Lq2zQA%4*x171*A9)^1UyDm$sSf|RxaS7JqZ@_7U0zn
z2YJa+31UzZ&8Q*{YfdaXCCZQ-B_b7)if_M{YGL5Jp5TVzA$dvl#z(s^MyVhoDz8iw
zY)>;1#5k3d+N;TYMncG+IK-#y<@9j5kIsql2$bhZv=1hq0=2iUA|@49MGPA%*2Ao7
z>N`3yYX$Dj-?{gCwSOe>Jk-zzuDgoMyFOahxYGStO91(Ml$5T0DWglDZ!|Hn@B=&6
zxHREk+rj*mT68lMVZ@g+;j!+iD0S<pI9&F#vB2l*t#0Xf(N+P-UX&K!gP+5y$z`=^
zOgQcKD1^;sXIu9(Gm*ow)D1ayMT4;q&ST^*R}WDMN#>cjpGk!znr4Be@spA)T~0Ol
z`EL@MKB)ghZ6=>9Sr^satgPn&Y3*H)DNw1_3`pgqGs|u!cwK0Y={LMi^TlH^a_Hq!
zv8nJC$4I?jIIDYVj96peV%tjzKXyeMOes;ZqhZb$HJk-$m31oMeL#B?GNa`mxutmP
zn!Of(L-8}Q>PN^MuLbG&vs8!fT;-xCHv&ZZ!V9|WX`8P<pJ-E}#A37PmY=`(5piPM
z+DLll(Y2b7RrgUq`gDg?2QicByqe4)i3l1WK(uS|Xo@eC5c0+C$1(zq&7T*{vzlvB
zm4xQJ?m6db6ksKCvrv%gX39Pj>j(q>e!}=|vwy_>!i!`)dl{_lnIeh?WksEA<yF+%
zKtGAdtlp`B?;>m@N;~8!@|JNu4)9b(<RLuJMi^P>;ognJX~E$e6%p_~^q5l6pww{S
z)kB%&l4HK`C<ZLF8c)fGOo-1+<W{l!lYFZ8l;g+b!JNwHdBMRS<(f;Gh%b@9J^ulH
zu!y-};iEB+^{#EAkXQbwj|ej6tGQR|3I-LBm$d@Lncjw8c)M6`-BBVs)x`;2!H|X5
zChy2o!WQ6^s1#A<3pB|NbS%b{3hAB3P^7sRy}(9|@W-7|kp?IuHaLLM+iYh3V-aTp
z8#h*|96*DRQTqoES>s#BL`kXmOf~*!m0~iW05pE!^OR#BQ~QB6zz~D0ke_n0(qPH8
z3Kb2Mfs*Ab{mL|2Zb`X4MLglyYw$p?rsqCZ49zmnMWM(F{_pp^B<bAtZEZNAhiN}I
z5lq>tZJLNasvZ{=q>;T4WwM=VFXoX<DTsi3n9d}fKkT5wK?>!DCL5ES6IGLKWJ=p6
z8*XrS>O4=dm{d)E8H}3gi>HX4!#P(`Dk90e3~tBqCgVlaT`(Va)M%2K`H{&%xPkYG
zu7R3@4eZZ_1dCo()UDKPlUgCOexOZ~BLGfIeyWKjcZ~DF+%yZ+q(s#{60jwOT_Pal
zjb!`}QRVxzpa&z)Q@=9JiOpbO{cfQBdkpR^PJ<$ANX@@7#Cp17X@Ofg5mh#HzNIUJ
zOnGr(9gQ_<6;BFL;Dlbf(vb3T$BTLjmHT2Ik*+=vQ^1a`5Fp}s0aY)Bq1-vF+mS4*
zLg|C$W`Vb)->y(9Um|elx3=U%;BZDTn7;m*ChIN$4kDF+k-tfBj_0RRfxcxo8m^B4
zbVc&`-H-KK=A1XzY95o*p!$eJ7-_g`BB1q36SBWU{J-aqur>K4eL{TVZ*UXE`8U)H
zDSG#Y@{MI0=Fb~?QYWXr_ZMW~nOLl4qfEx1zF0uK>=RYi3ru{pLj>;<D{WU0Rj1zb
zV7R*!e^)q4o0~D1-sIM5iSMrcYQx#--yzosWjqmK@OLgwId<uL?$hHR@DOgL+MA1y
z5SSYnBONuleT3?@3hj7WO7*^EMr=NRElAM^e?+;+=7#MbbPeDhB@C#dl41Nl7`Ijd
zK0gex?%ntDoKO$rdNyIo<gO(1HjxHmt#6r|o%Mp;Se7n+IY_&QyG}o==clAp+SgxS
zF^*%+Va*4G9mgX71z|8YLPR(QwKWR%rfa;_7kKVv^t?sb2p!&L#6mx?7b3{Axi8<Z
z?()CbDzI7l#w73QJi6NiCoC*fSFnpnAL+n5Q$*LSp{-<Rp%0&Z32=ll-(50q#y5&*
zsPexae9y1^2DZR8C5gc{tD^EE1MI9HeK;AqgXUoj23xBqV7#gc477#=i*UOC?rq}q
zTMYrD!pFdIgN>1Kci_6+X#MBB?vgzMqu=A{r6%|<zqTPyxRQ+5r_dcPtcx)Vx!st^
z2t^ARYj88_;qrJQqPT>ACiSBPU&pHGV6fhAcslj!qZI~H-h?E-9=v?v<>D!YT9A^u
zBGOGDDL=oGw}c`JW^+AZ1@3e7O#&x(Ce8yo|E~;TV6ZH!nK1ST2BoM8$C<X8XaZ>o
zr(6DQM1!MK`6iX3xT*UvP6OYpFF}(oHseocUMV7VlxR?U4|f4#5d#e~f<Ym7?^*1H
zPBgTpXP_@7$=Ukm;<91Ew>SRTk2|soBH%m?mx9DjSw2L$W9E}QRIK4ePf{#|%mPo3
z`Fq1}6p8y_!p2N*RIQk2q#z%CnCT4T`O3hrJg{91&R5N7Ssc+rED1wWU;-<61005u
zS^AJ@wKAZ%Zwkg5Wl`CW9!xJMAQD=`ubdjXz)`wLOwuUn+l++lRkYirN>XQr>d>>M
zEK?h77bg~)IH+}DFUcJ<NKt&1&X}by9f6S{;vgxZD2S;SPR5}0aET`d!A59SYgr^L
zU^cAV_3Jq;k;C+6nFaFad}Uu0lwUpPWr$MIy^1t(EFmKt%j>iz9L6JzdfJU-dk!0c
z<A?<ZE?}k!mHFtwogF!$r$V>tGcn7pHzgSprzo!uL@<QRqbaGVyIy;&qOl+5nSC*(
zfQ5S=e)7>}O2Vs6RQUw_i7p+;Uyd9loxqv3_p4lT;KXom^l9l~pu31<Yxw!M9G6=n
z^|h}ePv@XU_FZaS*R$F!m<=&kr9!?^fQf~1aBgJ_405T1h%4zR28W8)j=<s3o&9}7
zSNj}pJxwd~`Ke|XCR(BO=s}-%cXQO<@`S_p5JtVvNobGnq}{vyN2e>!4>Rv9qg5_s
zNR5i?$1(5;nR(K4V%4iNP?T<0k)2pX`MV+me%y21uj?HGF$D=+8@+j-_?5MbZFzHg
z#Mpf^^AUQ*g6PLPVK7fHW=WWmmnRGY&w$ekjXA02QG{{i7Q5Ux!)pe@WTu|_iGv{r
zxq&58h?3HnELV07+G4mO(i!9ZVG(X4GE-jtbwN-F8Jk!zKO)L4ROb(43WVw2d-G1+
zz2=*QmwENOc(GB5_b?{E4KMV3Zk8%j7&hjEN4Urm{E2IL_cVGiEUf*UpM-#o#g~V0
zLB`N5ZX{s}HV{lN%z-KT7BD^;N;oRhOvY>)%%H1KGLd_a(ke$5Y!m*%q(wxfX5NfS
z%upq}Lz0m92RApuGZKFe^U*Qsn<`U7q*1oHb66O>9}QQ&ZY?6GARQ6^b4qti7Fh~Q
zE;biBOm|j_5w~+ng$MdDV((BVx2@#W>!3iNm0)40h_p!?WPk_iM^XoiFRM^PB!zTw
zfov45(JGyU84aSp2S&hXDRv@Pj{=#%*TIH?C!`&B@Lsaq+r(%tsi+L6{c=ai)K*16
z%N@j|`uP@Eex@xjPs;rCHM>eIwNO+0+s)I<BAF8^91d+`=2sTwxrD9PUD!g{tX*7<
z5>jkZUGTZmM2LG+G<Jv{9+<^^m~M?o=IKuSX!3O`b%)cl@6!sXhQOKSUvBYhy48lj
z{bdgId!9+jBJEb9pI61hoen--6k7R{F4~XVuEDQbGt_2ood@eMeCQaOiTNdIPz}48
z&)638Y0peN2kc;+)}##OjgP|N%yj3XBH;4A&q04pgL)`x3BSign>P4`M;-Kj=Lx-E
z+Br@VkksP~i)l4@WSRV{Ojnf5!|-mmox6`hlO)MML&84pIBG6A-9~qV-8#Q~g|8Wd
z3|YE#t6e?b&&%D$TG#ZuXeiUmd46#SBZ1vfG|B$`H_%W6bSb_#i3qJ6m5TSEMBVQu
zfzc%UvI0S4G4OdQw}l2+0YSziBOmJ0l+L*znFqRZIE;*0ziYq^u*~@d&}i|7Dwgr*
zETS^7tcorBE9bsEIJGvqy98vxeFY@eNZ#aPD5}_28d!CFK~S(+D-8R?D3B>*khdx8
zTR!%)sIreJxAiv%2ZM3fJ}TS8c%e6cwJRc@yGteFl5#XCF~DV%+a9IUFpp)oVUpf)
zD<J8@p(lsPz6Bp^hVE*;6?mX#QEEX16o#?yvcG57srqPPq^H@EQzGZ-`*~&|C-{`1
zIQy522Gz6ZsF*ChyG!lt&@P8Iln6Jxws}(c%$SK<PxSZx700Z<=1v$4sY-YlqkSjs
zSdam#$CE!Bdnq%)1-=-U!!GTfYO%SUVZ;1@h&(wnV_p)AKtl_9#JG|4L^^V}lM(4k
zeHzv0uO$`Tpf!jqg(9WqG0gBlIvSM9W~TA|6k!sZe%#!%ILRD2NvT^S3(S$KnDB0f
zw}Q4jo^JrYQW7?pRH#-+ds{Uma|B<0`sR5k+ni*ChArGN3$zPOJc_?ANq$pC&AYA7
zJ7uh?X5DmzsiR!)HIfFk@f#6to~UNvD?)k2rU9sKSQn&u#UkQO57?&?a)4^X7lY=q
zo+C6zlJyZVeP4rXi?Xh|iN=>aZocus?Nf~~&0lz79zEaGd0Kz42S(fu2`%c^h1=;b
zbn|(yUonIVMPT)5k{`NN+{-*@_+Dt+M4a2)cqdT8%hb>t;~1Ogb!e1|cT1rx3!Tab
z0s1I2#;I!{nK865Hj8Mm=c5lEQ8MVrM2S+tEI&Ind;>#0`a*M+f7IaO_j?LR&G)t*
z);9C&bs0YvY{w0GbF5#fbP_hugU7#|{~(OSPC<o64RR5vUki)lbl6_7ad7pJ0=7^!
zX2oy=%g4SJ#RwIsGdHqgaMWJ<rl;7JS#}Lse)S$Pa%9oFzs3sA9EMd6yn8C2s*Qo~
zASBhgbQ6<Ak^JlEs37teq+Zp92=kD~UAmkx7sJA$NTL6PmnTJurZ|c84q3XW^g&5x
ziJ?Z(APX`yrB)!h_S|h6`QMbNg6;&1X^I5U?f7D3E|bTh`ZrjvAcZuSVoGGtH!@QY
z_4ctp9$0L>!5V~jx4RE98Td}4u{4{{o+~qiVOJBf|BwqgrsAqtR9s}@+64F>qKLq*
zW3CZ1wY5Na)K^)8G=g0w4O8oql4`QvDu#KgzpbwKD6X1~mrIldv||xHONnC2;WO*f
zMP(;c%oPuyDa||7c}I0+rR@b$@%jma3lTo|bGsgMO6ENMG;bIJW6FMS_`nhNi~%c}
zgm0GCdQg*8_8xM_?5P}#35A)jOkt1sdPn5&HbtfoB<VkHxSpd0r>EKf{8Af2tBbOA
zC13&nkB=EhT-i%)j8O_X|KOvtGahaRtO#Xtb-SF<n}*-J)w?A)mGvv+OxTAB^Vx=_
zad(+njBiVdgvK;wVaFflB0PD8%=9pyKkh`4qe2>7zP}1xx9bLVIajabAj9}=b+=g{
z-E0nRm2vlZ%70sKpcm@;?TYqi0iM2*_XGD9AHZZ5_)Y%vnG^O#Q;&{k4Sm*CgGgb^
zLW#bxJ6*c8ar9b&{y((q=wt)Gef7cI)eYh^f%YYdu8ph>zJ$6L=fVS>l!8IG1Z9NI
zpqD?wP@zIUe=Ou~D-I2gbp8w&{}PPE@g_kCu~;|{HWRQJ{E0dDeGu>cQTFgff2e9#
zTxFKLP(AxD3&sR$Ova7G*r!`D;8O4h)y4CMV7Qw`AWui7T1e3tzN*tjbGc)`wVJrV
ziUBBcu7e*?7_glH#>`w;PxNM3QE0gF_g56j&qXAu`2VNYd`-cF&5<Eyuw`b4D}YMo
z)Wn|Die(AgnBWWmp%06D+$E-!nr)0Llgv3^#4C1~yrZT5B2HjmqjFfeX#Pf4u3o)w
z;LcqU2@w-oOhX*#ci+x;C?YLqxNa?QVrQ)xKt34s8}x+A&B<Bt3M29QA2>c|((=K%
z9}-$#mDI=1%Qy!66b7-w^v=}Uj}9&IPA(tti=KLHaMS*-a7iLz2#}0lqqjv}9EmL!
zhr9O>WCJ<8i?=Ti!#OhTP9>f8E!*~mKGJ_+EM*Y1l;Ur2_QoV7aM3~ytkV!}zjyda
z{jhrH<0Uz1&Mp>(93@!X<U`tq3euK>tz_o6EA0|OnjgPOjF)GOhQYO$;*A3FO^&2O
z0cmcV<uF)|bk4-nL)V<Hz!ZxgN#+?5&>KBs-o1Ac@I{5z?;nvlEUY&HJcM3>`&obb
z=<zziIrheb4um@<_^Sp=77ZOp67BY>9t{iouyaqo`rOyl?PmJ-_Mu|asaG5;2xZ|9
zeV;aEvfM`jyY=k;B=dzQ4+DyAyQQ3l9%dEv6fGxYziv@o7%uZc-v`}wze9&^hwHU!
z{DC_{%diX-*P$}J)qC6S7uqlQa|~sC)$<T!7H<;7RtguU?9X+!L=hS20~Pq)_WtJ&
zTJW78i>S*N*TE1D2VrRIRZ^1kD(=E?_rorkkL_0KmO`|YOsh5c10SP|-j=lRS+QjS
z57yQ6A=7oRpI^!d{WPDN^0=S$5N=r3952Np@!l3kWw1woW=5&z2ot-CB+D2~URU6-
zjRug0E_r8yxQ7v`#+!l(Fvh<@?krP^NJ!HCQa#g2J^RKFw_h#V0FU79p+vD}(|`2n
zVIg&1Sc0d5<JH*woSOfSr!$X+x{dpPi;78hh3pJw$i7Dy``89Ewrp7vp{&`WWDhZB
z>`Q}TjIySpBC-vl2GJfyH7FS>Q&at}xu56x{d1qw-8r2(-|zLkKHK~K`j8#y&h4(q
zPqj1xa-DI#oZ9*W6^te=rz%yc4s5){NL-UDnPKcl1n2!LxM79}hJ4ANrfcC2#GRLS
zHT>uHdbRmiCzzWUvO}M=-JWL9S-In;5CG(=pdL@Tc2{-jr9xe+PbwziOE3b8+^_4C
z`f|UaXrSzV%5A0WiP808k7{|*5-RgNE#vp?hd2ROk_&F8Txud+9HSkhvCruf0aAD}
zOBfz^%idvykf)61l7xePD5cfqk=qc#^#AfK5?Qe5-D;Vxqt!cAO>t2$Xj|s!zQmm0
z;Pgn*kB)=jmB$o3-q;UOYaSg#_QT3*ac$cu4P$2M><p+&jr$)}<9vH8gp;SKwaGoo
z&z4iVON9?#t;F%1>tn$u2=HfGO-YquVk77yKjumqAYM=>1$nG>c>@*x_lRHD1GkgW
z$J{MVAcL$>xBRj0R%R}&L3|z0Y@vJ#ZKl|z`beV-PlIvW1dK^J9|j#$7$=t))tkG=
z<NvtXxOTr<N|ku}^p*f=u(l#lP-T3dRDe(Pp7R{_w1w<vBvLtbEXXBkZdOR4Y;56T
z=EQRna?Re<bn}MG$%8Q6t0)e3sJZ(#AzIYQjTGBY%0a9SZ{J2EzVEJ$Z9Vy&mZNat
ziR!-S@bri>DR<ko(!8UGZ!ERXMAeEetpcaNYhM+SrdSp^sY|pY8rY;DKgkt4&?CdF
zrH51B3NbK8K|YjHS~t7U{NDG0!^tiO9Z9k&A^JE$K!+!qga(HpWxh}e4MyAnWpz07
zk@wd$Jt2bg4ZneXfgp%um03R<bR#VPg)u)h^(gS-Lq9W4rvBzhn0j(CS)}<(s@GpX
zt9>Pu!eEM1c;M@vV^yo}nF!&7$sa|HpMb9=u<-m}aY0eU8`88nR2e-Lc*R8rGCMOX
zrwn>XvV{cgAT)^I(PBqBo;y#f4wNn)BrTd_&T}B0Td(`1jy!5QK|onfCie04S1uE<
zPUc5A59|cNbdMEbsayxxb6(R{RPPT62HZUe(*64Sxv1T{KL?`Irr#s>x6B2eW*p|i
z2D|&0JzyEan0x8896At1QZDxKYy36%JZ-1j(Ogc|0k`52>yJT-4i5ZU(B4-;c=P!q
znMhf*RVF!{7e8(RGKCWwnxjUyJfJ?mQd-WzoP3*=kBkO@K<*$oD$IU?)l-cyw5Bci
z7E5d^#s9*DKzwSjxquO=+VdME8;ovoy1*m>{_pHtKw7AxM%>+opI|cmF1z;a+@Hp^
zi8fY8=tr9=MsU4wV>y&|v${wQaIV(ao%~5*I7mV<V+um&knVxpcRIPe37RvE*#pUI
z$ZJAXrb_!kr}E0MIQ*L0#ET2i679s3f>8_?QKy5P%yIrppS8Q>QV*Oi=?zagc9N1*
z|5ExAGuRgCzTa^5GEw4i;r@GW-KX3nKc^f2i2)zN@~T;D&H;zr04RzRAJGw_(9<IE
z-3MbR-upt4=;tP0^`Z0vvORQSg0Klg_F>QNP<~_I@4LNt6G(6~rvFP_@hpz5;=gOF
zFH`vEVbTu#X?vZ}?y60Qr*N!(g*3uYg1HjN&}Ds`%$93TYD*8CtJ%E<HB)77Ieqfv
z{s^j9t3sm!zt(VYunDvft#A63<XUe@mBY&h>)ozk=%n1mJF9!b@<40Qj=gDR*mo3R
z%`F^3Xo~e^T#x@ox2K<}?8{P0e6I7iU;E?t#f!8L33IE~pZBmEx-~FkTLL!M{goGn
zAdoQ;8>95?7r$uXl+zPK(rlNue4)&rT4;==Qv(XP_J&mkHXs<c0XIpDi3Awb#0*=#
zgRL9C)rIOtn)@R!9e*Q;k4^y%S{3x|NG0?e^La&>W#GW16I8zsObP=+SNK4usjzTs
zV50Gzws^(=Ww-KhG?=G0X)CqQ!_W#0OaTIVZ|QaARIegDu&b{Th4*o!7SvLxtL_)Z
zA(%WD>})&!5cob9ZEm`j45##0j+Bdm#?b>-p3!!Y`pn_?iuJUzqg6#d1cbX0+9e!e
zPgs^DcQ&J1Ca`UjYPy?h&&}~~Rzt)J?IGZkX1ABILhu^UhsI+U){M|r2+W{_gWjat
z+n}#$T-S`hAXAHs1cER9q72r8g0L|5nw=goM(5T+MF*b^zODtXqF2v=s))yBGQn$q
zGG6Krkx?s$Ooh!5jwzx;Pmw(;Iv|<IVTCyz2<F&XrtnVRU7_zVjYU@n<U;H|E2|m#
z*!`o12W{(RW7&bv6pJ82Z6ghB1%7Ma(gAI$D2Rj^{C%!~i`5A1dy+!r3+m~6wDULb
z(n8EonH7)Dw(I7qKZ6Ltd$mDnm1eunI6Rr~>yOn#PnZGv_Sxe%-ZM3`vhxm?7Z~|@
z3bVs<tq(E&pqpsbGtkWuuA;8;MjYVd8!eYUX**b}Kozc8ZPp;JN0a8Tb-{v1t`=py
z$yfutu~C3`IZf*gKkA<!8YmbmZ>uNb`S+gVQ_VQ0FtXbIgS+k_tmFmXX``c9!mYvD
zXi9r*W}dQxXrQ3B-1+brQguG<1aDA-fwVGOj90kC#-%bFS#lvbDL3-p)7jlwUdiDL
ze}BI79=LYYg{1fsMNC={isq08qa3RFs&1p|0NEJbwbZu#-ZS;W#Q-@Ql*Q$|QkH%Q
zwOI8fu5Geh*42=}O;bR-`(4(#`||8@Hs;~}4%JRWQ`3c(Sa7;LOC%<kVnv`9)@tBb
zvF9fdAF*|@GD3s3cPVSdiy7d>gR0G9D9J&LTzwUV|4P8xVAJfkn|EwHLcncmes;d$
zp4$FB4;gQM84aW_?JjKxAFq;Tq4*K_A6`+25ul1uMo$zilOM3IAUN^%0bx4t*y;P$
zV#Z@!TjBuuYRzB6;UC1p&f;vj5~St$b?{u@C2x*MTzYf0=F&S+HoivV!aJiBfd3i>
z|I?YqEI2t%cJbxKU=hI$XDLc|X`j-HFZAUGSsN177ia&9$QC>rQXMb?W2G;{x;@X@
zF{Rl^C0oZk7@u`QK-4_No3TC6=a^Jh*KqlcmO2n7Wo?0}Ahq+*^#y$t=?(YxKf^50
zr|sJy?8{RGohNESCHlK<khN{|Gc;O-`J0qztWH#}aN862i=WXT$2-sNpaW#YzY(_6
z^gj$7Kt*-_`};d^!ROKl8`^Wr=fPdlwz%FnHWlRRcCvoD;8CLq5J`JfwQL=SRy=dC
z7~Mhr?;ygm;ntLP3CY%tMULLdnSWuarw-V5mCq;&kt^-{;ScR7Gw#N_$sIMT?ya^m
zHt|idOS9x?{VwsUXSbKe_vG2wmD!fOT0JIltf7>?+}L{ixN*brz(5h>hOak3=MG^{
z&)3kdasUjdbd4-95?KMJ=A!@<$TmaQ=a}ao2WlP_vg@nQqHkZpk*UQ(+qiGmiN<@@
zU#0}4@yOc}-yFUfxs#7^N#ePdXfZD^OcdkAxcsbb%MU@~kMbYZWNJRLfZCwnyw31)
zfcLy&5>V}XbsjKO^oZ`DJ8KXcc20;4#1B^kgvjw=gy{98_uc(zZTL~O!xQUqf#GvY
z<9{`PxsO4RLjbS$rKKlQf7S0U1{|(V{8+IVc*FP`fYYt0r7;gnrm><@*r+RdbDi&8
zZ{cB@sA3?}q--G?SROV!bJa{4dYRoUkk55x=hcNwXwber%R{ExpYF3$B>lRdsbYZM
zde|w;zm3YBp4#>DDXR-Dlr2H#K3_wnM2JF7Z1Q9kt?7HaLGv+NqOm1R_NPy<2<Z*X
zC{e#Fx;799W0lc`FXbZ(-PDgS{J9L0hUcm#o&@r8uzbD~`09X%d64aA1_KN+696sh
zjHSDzFem*+fu~>j#lv-<%^~2jb{WqtJT^XIRf)jASXF#KwHvQXYvr~u{1I-K`uqn_
z<1l6<D7(J#JosCvU?g$@x4B_G6FX=gOhAo{%{7ud83jmd?wVy7KIbH9k~Z!_Aor$|
z8b=gJ{jFg_a9_qO3_a)`63!2IOcz&_|7qLbT)CV~ZSgqbKv9GFnko2$5}IZi8L<lp
z42o>j2pdVJ*;b)*-Yrz`S|`L2yXVPgQMERdXB?9_tRUh*xAZXz>Y?1FDdIP837tsH
zcA>QQHOAV8cIlt36^H-%ToFCqu|_~@76A@}CSl*rHv^eD9wl=s{Wq|i-}elqC;{J#
zg7sCz$Q87}K^>n*;k?3uSRlp)&A3l#$t)*?Zk8e$iL6j<N#-rmy!~+3uxFU`-|2k=
z5&ns6Sp;~-zuPANx*JNwW{Ms;GMazN^WrgOb<KXq?@E>V94k>pc-p0UTFrm+lbd|_
zm`A3J)itbO;WD$GK!S@Esu-cU<jd>QS3IWvtPs@|FMo~}&4Hs?m&+0Hy9Nv3-vXlY
zP41vu-qG(%hn(Ud!vDOW1o)MW7)vGCN%9wst$y@mtmfV@<+sU<)VMJBb4cEq<~6f-
z8C%!D{l!LG0EX4ZR>5(-W$*|3=f+X3SVAph;G_d`hKv$EaMYRPA1uPFMJy_(-VUcp
znXfTg;V|R#y0|wI<;IKM3iuBbQ1lrd%uduFFAE!N{8y<@lr}F3@@Fe>=I%26s*UE&
z8CB%|&j;aUEiQ==!Wxhhn%;j8(I#3q@UYrhf9A2i1C7k&GyD2{%KUs_8sv4(43*C|
zglO%**=&z#xkjLswW3b#nW^j1PbJ}kOzN-Onnh}RMpjXj1q{U;pCDN9pEhY%L)vGy
z70$#InU9>@Pt-i)>66bA1XdTMNa4m@wN0YMr7#6v4CZR?vO(LzkZAGUz@Rr?9(EIC
z)Zo|4#mC>69I&vS`8M#0Y)`*3)qnCG9z~*I>+0b>jgF>x4$1|0vuT<?utyquiRCB#
zF=R$?R%vOb;VMpDPLlq8axwMy7r6_=06NNM>44cxGC|RxRywjvR0v+RG#=W?)#nmW
zobx7Q)x~LOB-a*dQuVzvLS-_e2C=XjQifA)aVTYCKxXvxmq#M#P=m2Tu6*xNP&?;8
zzJvASs*UB}pqI!^E^_!XCi$vvO1Qf=A?A7hlwDkx*#cca;3)eb2!ElPg^KF#RXv#}
z2zOFIKi8~@G;%O^Wt6;McvX?scJ1!ixVhzc!Bkq}G4G3eMFRD|&$&hcMxOuLT+4FE
z<;#~n0ImYSC<YKt(MB?M^}UpHUx&o^Rc4a*LcvI3@Qt&i)2q>Vbio~mdwuM)I_{Ht
z*TP<^2X!}l;@`cJo4a%@_4bSSCsjjrPrMxB<rO1`DEzd=4DIN~N@{Ur>LzEc_Sj4m
zB9pv^l|tP@5Wy^?o8?8_o)CuDWFte63kR-{pA<7SUIQcb_zmzw0eA#VF#%#H;qAI_
zb{31CUj#A3dLLc}SLmgc45Sh|($HCX#0gp=C%y5wyL|PN&FTYtpHv?k<cvTSUp#aE
z*1g#>u1Sp0yk~0Pab$RD-To_{7AhPH@uP4R=GJp99Z%6a^42}vHCL<egFz?OP;;+^
zoZyv?JMM8Eiqib#=`_EHc$~}h`NNsoEKeKU(B+;3&UwE(>m|v+A+V3p^3i%c*FG%~
zP=%i0V6J<114GyhREH|v&;>?ZhEkUjx=GWw6dea{Zt=G$A^Vos6sSoQmimi!-Lr9W
zrZgii=OJ{!h-O1W&A+j5a&0cMb=}aJWreM+uNxK)@J1x6_xrs#J6}PCT581VH9u-^
zjQ!q7$kI#*?F4l;T#4B`xRnpV9FT;&Z(WGn!(YXxf&J~*OO_WR+K3}q`|*`mzHTa$
z<M(1=KHVnBUotdH1%%G!U$GBCl2xu1!UGsZO*+Jw?xY8Ky>5YgEph=5?<0a;8I!>5
zaz9|4pOdjLyfjXA@G8p2t#s__V&XyJReNJ<&m1Z5SHuw3uQVs?mOphYNeAZBjLOZj
zPi>Cbn~<eC;PLb3{yUzY?|z94X=uh3>()tD@hK2P3LT0tzu@+CP?QGn3ZrbEWT@(z
z)vS&QLp>9hH{D-$ynBITpnDE;W-D3aR2;a9K}G<cu-==C*FJxE0Qin~GV+S@RrXf1
ztirVF)FN)%65wRk7|43T?Rw`(nljO6O1`~xUISuELQ%SxG?mbzV0d^E(v46+AmWhU
zIx`zWSZNOm_wy#r!>;SK3Z1i>X)N7rY>fT=Tx&3D?P_ywCsr69s;<d*YS3p3B`i`^
zq^_DJ*jU<xb3Z2K68ny%?+i>qYZrq|0Zx!0OS5Pic(|WO-!vr+K-i96R;@bFRU{9z
z=1mn_rAMp$HHpVQHoHXD>xw#q`!WkF^)E`E`;Hg_Z=fra4Ko%uUO6j!!BfU0IDJ<>
zj%h1N{`^WFK}_fd%1`Ia36RJbP0qLx1jt7>xx;%VFr<gi^f#qEzA%nAbaIKg_8F=w
zv{*E6Tg~IY8cV1A(-;kCS?`PEK)BJS39lj_eEF8Cma-SXQWJ_lX?;C|CTSa>n|gSv
z$7fc**iV#2ey!`f;V7M4wFkB^f*?c(T}yoR{pD;?2iBMu<O+%m4}m+^3L_4EE%jl{
zDxqzW0`7Zv3#M%o9?fC>unY_Y%xc_3!!v2)o!@<;hM;jlrN^soDxu#(esIYDbNiHP
z4~o?kE{~uB)xACnXrL-baG0BS7w!tls6`8s*}nGOx0|WiAaUkrPnG+(3NHA+><YH5
zeSJTpGe*t)E*dm$#Td{s7G$z<0>d!B?=Y%5z{%BWLzsA#s8|MxiDTwEtFH=>^=*-;
zny{1;CVq!ACtgUo^9?=M`Y~9mX^@Af+J9);;Rfx*t2b(aqH^9`Sp0#2YtqFU*v(ew
z3rKflDzdBh;VGAiStX}1UyQsw+P7Ke92nbz90@=Y6#y!VhmF(KXS2lsPxCkc&^-ol
znLIY8*s^xzKBAOg1GoxDKU6oR00*$!-a7Sb`}Y*#T2vZBqT`vF{jK7ks`mc6I`RWL
zpz`*rp<FUXlH3T|(24h)Yck$X<YL<=0t8>Zyk;D@deURJEu;7mJTvbT>OfFa6$F3!
zE<#u*r<L;2)TS*cy-};Z^>-LD%?S)!E2vx&vU-GNb_`<Q<{vu8B!SW8m-|D;gtGoB
z&NWZ}UKE$Bo^R96HqdXb&bBxbsBr@EdCzc?;tNgU3ua|fv`z&d&L2}~M(fM$*ol`I
z-~!iq_4r@yKb2hht&txzWy%E%MD|*t796c<fV6Wjt3OJ11}(RwV=<&WFzOU36fdmp
zRAxpk6DRL1U)Wo51>A9O|AJtyL{r-YPv{VvH0vETBJ6Q5QUcI^cV**GsumNE-w>2)
z-Pz{u<SNGcIh$p4dA>2R{dea2B1f8j7je+r%><4_mf597)~XJ0Pn3oSseybpn|zS3
zBKT;q(N;7RO5A4nuR;el25b2-lP(0v6VqS;w<cIk87l!ujvlZqDD5$sc_vR8`8GYQ
z7vNrrg_`s`etqYPS9F}F6`}r>=X_yT9B<MR*|=<g2drCSD;j2<ObXacX*M7*9WbDH
zN)#O64Dm5x%@KuiBQ&dthl#*?gS6FeZAHRN^v?N}T!DoX?v=b{A^Oq4l7rCc(r;=8
z9zM{mW%f*Lqv(+VhA!vV-pm^F%3^8;gaue`7ngbCxZi%RxbqVqj=Y!8!HK!uXUw(E
z5s`@+$&$O*aHA}Dp94LjX31M4M=z5hq{gJ=2}l_?xRVknYQCp-evbXKV%H!t;O(E?
zVH1qm5Me;7I?XPdh4?pM6A6{O*ZLTAoYWYap*&>{{bVi^NKq5G>hBvV{@6RT%&+jd
zmgq-@rQv?doO6lnzV;ykiaxFUs<%ui^RcZPi1S1CEtO8>E8MFOz-z+7-Wt{t1RH_$
zdLSzJ76zvD45umtcW~)b6oRKYn+M94ePYqaJ(Ys2h2e=;H2JU{M}bz_5qv}dXQ%{f
ziU+bY!QEFvOa1B*!5VdHPjQh92fT0<Us8BDGS$(d#b5IJyU!!M@^U?MtL_*ce3iz8
zse6Anuml^4dt$0tfd@^%30BC2UriZ#z=9V#kZhY`f!OD5e~O}S8Ta0L3BrjZ)(5pE
z$q-?(fIU5~hCEzAt5h}l`-pXyTCp&Xt&6<U^{~(go$>IqQg&XE1dtnqo;Mz^o7(B*
zN;&O{Mnp-%iIX!!?}ZK~!;!hU(v+X@+zdRWIY@Kmep^s2NGys#`WwrOS0`rQcsZ=#
z5y$NL9_Hp%aYtzgj6XN}His5D7Q6_M66!kj_ao3k5;dNEsycwRr-xD0@*Q%j#!pk<
zXRG>}onX>Ay<^kZ!}21!+6BP5N&u=OfSp$X0CeN1ohdS=)$mmB7H31E_puE+u}JMY
z<7VVQbVYlI8KvtU7q#Hk+0wdj^+PGkjm#p6UKzWZtHG62<4ja=u0sx(ryopq(@wHF
zF}au0$yJMZJcQ=<q1<Q(QgPSRBR4eW^3*Y)HFh`HHCO!Q!Q?z_9qU)AXq7aUdPEWq
zM01+i<UN_l^<+qVJ60OB*#tLQuKS~afcY}zp8~J2jG87tnawyZQFJ=`eik$t$F-71
z!T4RU>ano$?EQ**Aiz^qGC=44?6he@@A?Mh(=W6}$GZ%hW8NJ=DQGeDMSv4Q+e*Q`
zBjkVqn(_XkOL#i+F?LSHHBtS<`|O^IQkxJ<{Un9tj%L?x-XHmuROQbMp!nWB+{BSw
zsNvd&B55~-%=tSRJ7Yn&YFOEgu>!#-`9Q(oTNL~_!0WV4NdvgKW9*R3h-JRyBi}*C
zfp?r}OFs%77#9(J+HXI$hpp1LORY#Zj-k1ScDEvT|LjP@e=lY<DrJDSD+goMX0BH~
z*i;D(f=O}X&J}SelOPgEAY)=$o!Q+sX&o{`=Z6D5Oe7>)9I^Xu>4Hp!N+#lNpPD5>
zfa7+33h&T;^RELBy>4f%PL_>H`t?Rb!+Id6WD1-)u|mINaUTep+}1DfTjBQfRT>I*
zo8h>#H5U=oGkY<xU<0WtSh{=F<pgsTRA9j(#<PX3Uid^(m?ygV!&XL4=Kc5ZFVzqR
zYRiA7?{Y_THSR0voxB8XL0(`6)r1%^cFD^Q%det-uSv`!H`=<E*}9$<OSskMidSiX
z`M{0<F?jLoN9TUc8390Qe}DfQMeTRR!Kdm#(<#`<;VurQYj)4?ramv`*5u4b1^5Ly
zpFIWQ_J6N>LvP)om9<Z*xrZaNdarsCc+^V=e!e=39md02pKEFGVk%*8f9;g~l*`H9
z@aaDB{w1+?5{YwdcfW<&YK$dnd$wdxs1^<#jCh;u3}e#K#LAt^uLFxG&8eR&VqFb2
z;D}Q}3TU>}?eOD)j=uoAo0E}n_jSaZl<lW%4(#=lPofSw`iE0zX48#>V-hPtPaMxE
zKlWNxtFbp_FxNtAAtE5h!R8AihHQr{yQaU2l@i&0<jZwx=-H*Y2ZObs{BE-poxyn$
zbvo=A0cW6~G17JUh6VS>l&XwRkA(jk8whZ<D!?91^KPVl$wOdnNIuw~L)w3Wi}6q5
zVEm|E>J=vvEo1xh#h^!0tst>t*H_t78EXJYd+39oI1nChT1_PXZ)MdF{&e(G)(W=*
zIJelw!_k%R;gg>$<lm!TpMP>&*qk(kts5z@N4o!fV!Twg$^ElY{j8Zrzq@eNhYa~K
zleR;OOCO<V{xM3m`D)PA!wCp}XAj@O$VY3#3yTS)^d8_5+ck*G%R!8^JB9LdM)&n)
zz8c1X!#RNAwst)7L;SQ)YLaWxPKfNHt9jp^Ivgd#`&j#9yTl<}<Tn&hP8A)i;F<@4
z@5rA2RLQM=f7n1#HCAIkYgKLKR`>LfwaG7MHdiQfbD&BoKwndB-SR~fUr(d@%+d3N
zt5&1$EzEAwj<Ko+!BeTZI=H`34kz_TqaN;o_em{W`BjrC&>LJ^maq-6z5eKx{H242
z1ZUV!=J6X1g%HFj$P2IcdO6yQ8Oxctf!eC1L0eY&<G=YYhWj57P!-73TN1{RL@-K&
zq5Bx!Ysq;@r1~RAH2JZuU}`>XmwFXJ%u=5HEQ-h;|3c{78a;m9i1+HrulM(}_YANx
zpQT;@BIT}U!yO3JRoe>g4cnEo0BdMHamjQpXnIcsPkLcSA~-C9PTA`Hp9}&|j@KkH
z-2Zkro_5d35B|cK{Ja33x%A$<(1D#rj-JUG2RPIA^|5ADFz*lULlO_%YOeA_$zhp!
zt>$eO%QRkFd@K`G4mXvVuxou!md2MhKf*z0=#);F<Id%$cBx_E>Gh~BpAt~&UI*z1
zo8!KPZ%={#*aZspY@mETwQwpsE9>HNuHrJATMC<SS9`3Tl=bg)SwN&#-3;k0RAg~J
zW{ndB6@j_X`=&7ZT1znEZ%1Vu#w>ha+GX0p3CwpsIO@l9t-|%89(C(anWtdJyA^;)
zQ1H<ff=9jxA3t`}eKguk(l}6b16I3IS)Ek-;a|z@qJ$!v1P9|JVK~JcS~37PMia*r
zcK=1@ZYW)@m=3hB!a)C>20HI7xe^dUkM(lRKh=AmFIT89`vV}sqzVC$*I?n4)5$N|
z;$Vda8*nYKP>`R`CK49^8-+leNwM2Z?v}OCZq}9bgYs3#)GN<vLasd-Sb_<MYyKv_
zl%);97#b{ta}y^`0=fqpDlxMJbO|Q1<XfCM4F!fLb5qjpW{{Nv#IX_!hKpK;pBEK$
z&5(g*{qYey_7((k$7K5z-oU;^j=vSQBqV~M8TYXhHIj#C?D(WMEscYqn^^pSrl+ml
zSYUllTdbFJ8bE3b0m$_@;A&g1y<!u^K2^s!ehl2%*VR}T;#@=halUf3`S&GBQjj7x
z<ttq|6@|Vr=d2k<nJGBsdyop0ghj&eWL^v@r`P34_NN{>2}dAPtEO$1Jap{bi8<oD
z1aVi<HQUz2FB8_37H4}7|Ddg}4?^$cEsfVtI%$dbo`+!e8lbDM*e&E&GJNL_Bu}ir
zicmOWRp=Wb?tE(J-&^hcS{a1pXQAHqXYAIku)8;ZG7GF9Veg{Ah5E7ao9wUjKS1~6
z$EIt)x~B~f10pd1qxtk{&u;Z`HDGc6l6qD$=K=(Q`l&PprdNg-GIsDurOpKKK`<Q!
z>Rrt^7LW{=HPb$UTGSDlYD)4JKG1|ay_d4ys6&*~Z}-0~!-4Bm=d}SD3|@`-J6)K}
zJy^@Q8K|6z%=6qsb|DG$vB+*Dq&o4uF*<LP;xQdKRjo!$AXzY<nNG9s$?I<*^Pf)r
zH281f1PIYvO?r>G_FVk)ePM-arv_--Ti5M>14QYA4zLd3;YXcz{u^8Ntrsq@p9a*p
z++i&s$!-`JFxhOmBy3q&LP7M$MsbU0W+W@%Syb!{1~WO_+(%svQTifXA+9kxtX2-?
z(-x>g9sXw&heRoY2{Dj$A>D6M9!pmEN!TIvHr-D(I}XZcPIP|hF9~7JQz;jMen@>N
z(Zk(Baj`v?_vuet`zPBU`#b%WBwHd=oqKGQ*rMCl+X6=D=PP$ye&BUuu%_xD9XDiC
zljkw+|EciVi!S`Zx)V0GosDA!i%#Tb``KGe-T<+A@faH$ym5b}ki9s_xXtRN$acME
zMqJ(^$J58)(q+Z|o4y9>ww3R;Cr;-6z7|1IBb1`~=0L|!*)g=gDTm7|@3f7wvE@Oy
zUER&ueP-Q=D)Zpk)n>9|UL|xOKCH~oMf@85Q?K-)<UDSblbMj7q+PGqIM#iHaFO4O
zu#d*;u^!1J@@Ix}8?E`eLkHIn+yd~CfG;n})zBohmGo2QOt*O?;=mq2^_4F)V%Y3?
z+!wcg@nvusdm|0U*S>YtJ6bp;_7Wwq<_XGJ9L^Qg0H%$_l|YH~U8SyvcaP85xpl|N
z!|wVWVZxu7&)b$sDOy!LU<u%E)ZZ*+?Wyzbyjw=nrF^3G{pe;5U9p8_Lq_hctQ(=1
z#p8yvuU{MdRcZD#Pk{U(&H>#|+dK?su5$k1wo8cb<O1%a?Bo_W*N?eGlGpRG39GA3
zJHv|{&_ylE&pD*09GKsTv`b$D;#fn=F{$9le&*R~z;-P+Njvo)mEPe(lHgyk^x#-j
z<cdHh$&srjSywIsPG{_Iyf_2&#lf$^e?~+K1WcSKp!z(=qlIieF4b&62c&Iqze&h#
zlxIAXYu_kWH_)=Dwp*zTzkvT!wIp<L{>UfRp5ARk)VY~9CQ#ZjvIGV=CoHcI@jId~
zC4mRVvaC)l&YxkO_;E4g;<K)Qn@wgEwp7KH_G|q#*mT6+ox@`D#=+D6HhrmI5C9YJ
zuaR3dk5e7)(?L_<rBl0%Yv^>5Cq78~lZork*JmS&JtUQx_~)yN{UK*BaR1y|ggZ_+
zNMs$4D+UU{a8BV8E=<<aICgX5pVzg8$TBxZ2{3<d9aK*wfdLdNSm$;yg+p0wsL*)Q
z-^t+nL*KHwvWx}t?Q&`&rQPRow&02e9$R+{g)xY?I_1cpfowoU;cfZg4jqboaN=`p
z9fA~KfIbMd`=6}R^S=+Flf4NBjF_IV%>l>!Qux8fEWJr~Q=;u)@Y)-#V)?_F$gjUv
zf*kcG+XFcf!l!UyV(uyK^!4J1%X`)FtSdo1FvI=NfHZGWbbK-xP`t))sxfgVGl2?I
z66gsjWq(B^<O0<1p-A#wtM|{uW3aD;4qokB>TC=w+c%F>6&!#clA9cZ-834_E!-e1
zuQ^X{TRT@6?yfCgD6YUO5>u4y=?9}<uxlDcO=UEoiA!AsjPVt~CYEN`teVrI-f}vp
zC(`A)7)0l8AjNB3x#M|UXKrE(mD{F)A*2IA7`8*mHOc;f-MMWwNLYuWzbA0vUsqSr
zjLYY~E_vhl>~&Qp-57m#TVL%7<6gZI6I#?*B$TE1X#7=|FuC%0QkB<PD3n^^-hN%v
zcllz_QZKoKcFYd>NlMAc*j!Z*wBQ|Le$k?9$?&b<egx6Ic1Uu6Byz!8{n^DJMDsXn
z;nL)Zd;WiZeP0BTs}mrhKd^_UZnr#~M|%tG%5$7buZ|fqf@Q-rMOW6`fefT)lGkSQ
zm8<>7Go?4c`~@hhqbW12hlzOzybf?x0rvmc1pDfFyN<UbEI(X8RbuX)Fk0+(J2t@&
z2p&Zfv5vQoVjCM7HDSnhV6f)j@T`D6l9YU4{@I?c31fWPp-(0PVRB$NLM0oHA_Z(g
zjQX-Tg=M5P1<8O(eT=<~XbW8SOZ%mE_oxoAqQTA%DX=VHChf1*i*`T1(Zs^z<<X>!
z=SJTQw>D>AM3*m%(Ac~LAkB)W%*0-HDR>@QOOjk;?8iQ!1})RhR<4fK2?BFkdz^sG
z_}<%y;O7NE$F-naBx`NnKi5T!E+4vPe7?=3iWe4EV)(hd)!``z#!iE{9f8Gl6cQAO
z>j8qJH?x7}!zT4qZ}<YkL;u;Lzx)Ne##a8S5;1Q@k@s~ni?cH9`Z9X`31H+813OqA
zST1$o=le7h_KvL;Hkcmlv$z&mXwWnsBkpdaMcjV|rZ)fhE6Ab7Uo-x+nAK)-B*XQ*
z|4EhBDmgRkzP`F1$DDWh;kO5rvdrYuyu#H+KB-_F<k`*I08y%}4%Ur)XhHvd!j6!~
zk*uqNlMCI*U(t7in#7gXEjEE*phr~Xwr(@jCG0_r2+Mflu>%+GnLkOSehBoT^A!O}
zNTHdI?p4tA;BmGYyqql&|CpU*vT6Ka|ClHL1Mz$6EsjSbwJmK5^L<h)8U9}3`-)Hu
zWdy;+W$Mqh-+nH}&M%r`=VLIb;pt=GvY<=CCDZ&}6?X1jAJzVb^;_!Xs%+dbVs}=d
zHpLJ9T+d>r%<)UdY!KIP6c<O6uyYFLOw|_Jv1!ISg5m^}<mLqU6P%<od(IYONeb^G
zv;NTWD!?Hbn}?9d2UJz|J~==?eJ|AeI_kiRiU}P-D*b2=!F%^<#c>!G3SReAiqr2(
zk#i7*?#Evvjw*1h3-5D_14?Ed%p$#1W3fcA4D?*=Oa27HSD43l{eX2u0o(Zc0`}@#
z;OWRm7P+|tp@Vk0a?2+-=l}_3tir^cLGu0`m4o1qUA`4ARAElsvNk9Tv@z2=PN{-<
zV%EG(UBmY!g4EI3*^cw-lh4<&cB#I1Xd!}~{zy!jlq+5>$}tnT%gV-4LFY$oVM`T4
zisog0_w4DpP!r3SU8>B`XcFrSe1p-ABH6R0SlYiMz@rG;4J*Vj9j8{im6$EvER~$o
zV;|BstEX}lc${2FqrPQzs=9koqZ8`p25O*c&>?5T^)Vwj$0x;HmH;R*(gDhUYBdlS
zpVim=Y1RVF!5Ss7N99Z7eX1sr2cKFM<wFs~>LBF0ssP27PB*YjNwI$?P6n7CoeVgg
znO{LY5*UWagr`h-5#Xd)<=Vi+9s60MK(({#_mtj`pl<_}1)Q*UfETlO?e4cz2F_jb
zbIo^qX^NvG>M@G`U@y$rVXGO^Z-F!QphPL+wIIQ>K;z(ar55f`cYe#>Wy%^6bT~lY
zaI-)X-mkukZPM=~Azd=Fk*`-jE#g@9Z<FqVXwF&fie(hf<0KVY51n^C%e2g?v>Z<V
z`o8x$k1$+$HK)0Ddm*oEQvjJtCIfQN%r>9l-(JN0VV~3k!wTo@>85w8%f1pA7W<N(
zeqh@yk}{Dx?Sh=1K+qQ;&o32cRY$?KNw@||`}O?+vPXz$;YM1NHbmH7d`PIuU)Cnf
zpk*H~<{j2gW$TUR;;idK_nykP@t%a8{k!iKajdzQX$k`vCBv+fZCq02wJA|TO(=>_
zveDw~c7Bj9cvg@f`H_Jbg$<7A(1MZ*UtsRMg4z<O228)f-%Y_FFt<D7n>~R3m6ZRa
znBBYu^sx~Tey=2mBfJt(W#l$FG|Qv<%E*7e?G~L8;{qlV3%->IBH15PSWBtJNn-Ba
za-gT*x3I267vpL@5E!HArmQO{0z@i?d&1q*mQFxmc)9R9_wza?)jZAvl%jG|Y`?>#
zx7P+IBfAzLxh%^3u6A-+JxK&lFc1iG-yI)$zfDN20rx`y`$;V-*;aoG;`$*(vx_mq
zl*~_}Na!>{>9^=vWa{0#62o^*2wqI%q}qL3MbQy+sT+uVDggcPvKc=#tY7s`q6!iR
z4pX07GpYhhovd6v=1dA(dVfvhginD(2aK5;fzvz_%5Jx~7^7?FR`pWt>0JTxocQ_x
zio6ZCu_K+K#beF3uK<23hTHX%B;Q%*mf<lg!m_-5YsywtbjJW--(71L%bWleHXJSb
zfW;xIq?L^n+<@6QQonf<Pdnkhx<uaZ6emL*=(*0E5NFN8TIYvux#uTcNR7|6iiF^<
z297%Ar!7xhl!c*hV;`_$Gmv-M<DQ#i9%pL^dM-l;&Ys)=Iw-RtT-&Xv;o$T#RytK0
zbh8Jg5f}~7tq$`=Q!fUkx*~VZ!fKWArou0QY79jzz&bm8qyu0{BIyovz);bE3n~+*
z;CFGw;gv#{5BQ6}?(VLY*DrmgoUcFc5Nve9*>(O_7nm54BtcaHI@{nF<vM(T4&?Q*
zXak;q^;BCe!VdYrWVhO7`2~y|6zYW4HYsp7d!YP$_wSPaw$l-No?C2Cxxs%gubet-
zgpN*V9y3xO1=mw#G{x!9B~=nXr)iQS&Nd49g>mieuYEU9Fc0X>#ADM50u6l<8er0d
z2M-UK00hNcNEe$O>|_EX6=?Bu^{;yw4~aNHO%zt$n0~W=P+JjjIMX0<_vF@aZ2L<~
z*QCAOEd9Y;82Zh{uePU@d(6iEy(&#NUa^4f1Z?#%Rs#GQfj*yupPY9l&tcCp(#5Mo
z@qOLKRiq~IcnS4zt^;TP^AQCR;Mj|>D66~rp~WXvIDr)FliKEBYl9)FSdWv&lqYeu
zKplQ5G|K=@q1mNQR*sjocrR*z*<*li9SV;l<;h12{koG-(NPcdO;?xAv9E8dR#Fdx
zb~_-tY6$Gd;ZK%6Y>HTWx8l<@l{Qm>K!DHB5SUZ)iW^bj!dxjAgK}sWpg<QmZtHMw
zu?IsdyaAUDsFZh%ycn%R=ENgExFhd>0YpRXNnYScYK+)pV}N#+E!Ewxu6zgd6qqT%
zS=jeNDAT_orR7~;Jyr%tMx@czQ_z7A1~XXPS32f)BQs6H%$k&elvhRv&fp}m(3rA1
zMKtu$FPyfx=MS{b3B!ZzYXO*6M#fhNF7vngVx1$p<1Nlmzqo&4to;6Rxaq|)Lvhbj
z57mjU0eA+G!?NUnE2}I>{U`2=x7~q;wZ>ScLg`uUL(2x}POQ}Rwvq)ht<@+K{!MSb
zA+MyDcFbtHgsO#O1#JIAf|=a`WHU+!>iT9;i<limK{HAy*l01aI((m0B4-z-Nf?}X
zM?L~sM7NX6VP>G{_0*s9$zO5~k=rzgl{uBt=uB>Fp8ni~kn{^K_H;xP<OqN6A%0IA
zA2@SfMV4<U@{y7TlHtRA9krSxsNqP0@cfvgS%T`XQOBT<6>f~qte^^K!ZA_H{G7-N
z9q{v>5)hEkbrIh?D)hAX9~5Un(AjF*X<X!RDv~ZSL4IYpzOaE{GEkzjBIkCvWz^td
zTrwBsM-;|CMpekS(Cpsb9r3zY-tea)!G4#!-Y4~Pq#tdoun5i2+G@#%;9Dl!!$6gv
zW191nAvipKchX6Nc&yfZHLVBG4Sacn3j>-|2kwZI>yh^&h~i~UsHm<==yz`=v{5#B
zL)8S><oZ<aSTEne=gP*A?3;EzJbI6tOgy-f^m?0vUlY$@U9PZ8r2!x-1h9OpT<Uv`
zVw~Ix&{(00-=Bz8R3JpDz9rm(3Vpz;78+_8{_hoXdO#)N1qi%I6(6QD>}W8;)a@=H
zWnI!4&hAvorN%RXL8W0`V1ewD3eB(G3$$TjYrO{y0-|3CZ=i1%76l;>U2!udjehtn
zT4HO2DCK?*IRa~)pb?_Qt;OzCf9L^FZ1z%TcovE@7cXoPC<uhpiMN4*R6;LWZuT~Q
z#!P4M(!L0=r3qN)JyW9ulPlPMbVVoR43KX-sR>%$yIu-8ELB*|SGC8Y;ByyNh{u}8
z(7FJE*)2bBJlTHJ<+^s#!7HfRDW6p2nt`IVtt}lHj&KLYpbFHHLpKT@J=Y3V*gA`-
zQ1uoRTbS1|wVAFg=FIwR`1h|OdzJ()`h0m%2=>`&RZfP|ZGWQ|CO)A^2%<8R$S04_
zAWpMqG;hU>0|{bWL|X}&l6wE)sSV-6+TwvSKdr>90DFR_$kVun5c|L|{XCb09#euN
z4j-Gab-2?97LQoF0o%(aV|G~foG_UTpfNir(HH_XTh98R()Q%F<BI4b2I+(^p$oaa
zSN`uN1!qdc7~MAohn;v^$>x860v;I0N)=+xJE7aTt?$B_EfCDblC!>yD?w&96S~CT
zes6QI@-TEXn6k|m%bN?O7m|o^--TBR0yFK@o)A^0WeGLH2yO3xRC_cz18@elpUA>w
zNPwUimOKm;9;e=MiR8MeE2C3wl<usPCT~20u_K_PFZS$LB1jWRYx3wLPnumj-wO!C
zo3>C~CEXeaWnS@@_W5pkgFeKBYs=1H?NM8L7!O{%QO`EQ<wnT)vojDM9!w*f;iMfH
zhQ`uh?JW=APaspl&ZGnqNHD@U(v^T|UGS#Z%U00gjNgjJlf!uNIpHE-65N|yBoy`K
z1Z;I+=!O#t*k^Ho+P2)YykMtE6wLeY{v@Fee2h}&#Wxym`8(ENp_^r68n^(UkuTWd
zQEE^`f*bymjl5uo$5cA2JH7ZGt-18;eVBv|od<1~8N7-L?b`w*;2eao5~pE9?=P=V
zu!Oh*BW|gLp4uLghzUmGSlAM3_Y}i5P%yl!)i6C56(xn42ao=X(y)23Ix*%6(`NP-
zin3G};M+55KA)43aqzX+*+aUA-L7#}@v@&_@d=_9F@_h9Oa1!T7SoNj5#uWr=rtT2
zh(=(5%k#_QYu*gIEeo#9iGov-Co}4CBAlkhoWc#?dT(>NCb_uukxH1a?I4(dApqTk
zPXbwOUSR{Kwj7yqMwOZ9%ew3j`Jn<LRIzlAE7c}G{WuAH+K=s&W{@ipv_Kq?`H7r(
zl541l#$00doK!3d)i@}3!XU)Ssn09otajCYkf=g^Q`nL6zq=pg^R_j~R@lZ|hYl#3
zoK3#vKQl**iL26f!cnnO&QFkT?7}JVjJiAib|vr_<7;UN`y3Arb3cwwH^%t3E6+f)
z;>7CtybBn3?O0Fav%VIbMfLiFi>o2!tA|7`yOWC_Df^^eX+&*_lk-&RI-%+@+3FS4
zb-)VnYC0S!IFtgrOi}wv(8TjrK}S3IM)m&tLID-G2D{Hx?)-`IV>hfn5X~HKiVa#m
zx6`zJjQ|hv5$vsVprDJ9yN2M&iOG5@o^=aL6^`j$>03^gBVc{AQH15-+4>mLZdARV
zu+OiDh4Q^wJdQPG(;Ebr=@w3^693I|${UL-!mfSN{x%8kj4eUG#*J=E2lCB%h_E91
zcET6k{UU)&bv-iKaNvPi;R9Dhs`$HA#Z6_m02<T;iBzQhmu!G^24HIYm3ocJaS;bH
zAee56@2D1wR=IQF7#X8;BG2c0q9$w^-#d`5hH6YG91VKbLDvjQM66UI3F(U*{}RM9
zk-7JBZfS8OTRk}Ree>Fc5E)F=V6eCUDs1Pey#8M+0mJo`Ikd+5Q0d;@hezE>%aU+c
zMgPge4Z>*Q!<@Mb7q#Agm=?kR;ba2hR=~JSHQXY!u*XFhZiao>^e7wYOoB)hR*#tz
z$)cim8HFnuRzIl7)V&&5-$NQa3eU}nlt3g*cmhc{zRplKS)4WTeMXmWvFtOOh_-IB
z&%ZNpk9H5cFv@bb<YNaAH-?}sy%H;>7557U!7!mFcD(qrr6I5)bIX(8oGJVVn!J^O
z+B&JhyM?A`gswb){)7(!>#!DNuSna=&V>L-3D2^>R&0>b*C?_$`(huUAjftC5OV@D
zJRK}3_-YSQv9>Ra*3+Qg!rvC^vHc|h5)A;XTXVS8q*1iaiUQwmAJ#9(&(x-fnVNS$
zmjV$^`|7G$pYdv#Qk-J0TN;vB1Ftm4BvPEdqc9Rxdt!xZq!k%s0fOM!>UOv$G|=`=
zY^{8Y2AuDC#Rwaq_B#YZmla?f!eGV@aadcd$N8e)OfLZP?_=euFoQvFNu~%UN&cpw
zU|jB^upwj%L<bSyWlN>|YeMeRtsaI4Jajzqw|n1Xu9Aj3g%7@)UOrC`05TR>1%~nZ
z^r<ZSO7J2wJRcs_Rm)kJ{C3LS&_H5ruUNt7zv!ICopZ-RenykXJU?)p7&GX={pQ>d
zduIC$NATe2C#u*DQPI)GJ*Uj%{&QlE*zBNsx2BE3UwrX$te#uU2tcL|x);D|Do%aj
z%0$v%*=>6V)8#k#K!~*6I^>-RB5Vcj#7lExDJ!pT^-~&V)A$v(PN93^_WJRC<;UJf
zSv<x1ogOhKP9K;$5WK-%)F!Fn>{xPlY39M1TEEZ5lYBkTxbh*wYD|oA(&&--4jwRx
z%0L!4Je&D^_~bTl?LM`CXeA&7XTJac@0nI00Q7JW%<TCr@|C64TOd007Bi0H4BX+n
zSr-DTZndq;Z*&4>MW>DJMk!lJrH0Cf=n|8gu%LLQ+S6SU<&ph-uP-#x6dyUV7H;e8
zJSo|h)-Jajmg@mTi>Ez+UNHUfaPnru`qk)()M`}ALO~=9&FDOt<Cw!o_K-)+nPX=8
zi8dV}=?G$x)<W*@LlR@TI6kh7TcE&_VI4j506_XO{gEc^BPaK{K47IE_JcLWO1xZx
zXE{gZMV43<#-3mXE2CfeJ1HZG*H7F0@TEtShRdtcFHlESO@I#wDQ7r<Uq{N^tOT-|
z9qyZIyjk*XdoZRVQ^C<V7lz>N+@<r?uX+^i>7w;V4X>h}Ck>lJr5^0boQTq<`Q{qh
zxR9_1l_uBk197tVp?Wg{&{Tp{nD6dNkZdQHLgoaQF!`1(9gMXA_bh#*kq=PygGIad
zc!<0_neom$vIIAMLFk7$z5#;&mz<0KF~Nx`I$9He{JC&&b<iz3@mZ9_mYDUCjlm-w
zL78xS4ZX}*E7vcpUkZRo?MT{XJ4H0`slHluCnDyVSAsO+6>KqK(Kkphai`#)P;{%A
zVeYTLwwK1lp{|B9hrsomGyXWx=X|?G3Mj`DlmLL0YPhc#=EISE@WwHq>x%3P9jpzr
zE{`j#b0m<}7qw3Oef-|B#2jPy&e8gvJ^}7c5Fqw`Ug<I1WZ1cp_Ly7WwCTR_)m<+&
ztIj-OO4bM+l?f>TAL&|lx+TRa<0?=<jFK`Pi(agbo%}Ldju^p9KVr+RB38saoi(3w
za3Cxvyx8l*{`+;D6)5_gyxB#MyHT3yC{bU>d7SSwD4?@TRnHnJ&6Fz>mC!G2=}YD<
zH5n2Jsg2NLT-(z?vSOrSp|Eq$gfq!V!XOi9?t<+se-579H_N@T2esm>e#E&|FYkD}
z9J;^Hz7W*A_FLwA>Cl0TZ9x~s7mn23L<+;_%`r>RM@>b&;@<>pP=4S3zS0g;KnFDD
ze*)yok8$2#s4BT%ZveiyIQ!&*xa#PDE%^9?TmsC7O9bp??>9JK+QlGdY{Y{f8QE|h
zSk0!#tgQ!C5&4K3RDx^Eb+EBTej2#h>PixrxSr?_N}n(>Y>;>BHj3#NXmNXb@)|(V
zL_xrMiMbYsDGQ`d%~e9NapH0Qst@`X6Xp=$u72}r_1{TpkLBFWEZC#%#SHoHp(QB%
z)I^ENjz@drzB3&A-5;#=b-*nGML7TG3vm%9dwEn&3T#vm<xmQ7mLPtaj;ZU)SVnaL
z3y0RbCUbcJxlSNO^Jx_82<IvSKQbOnbsY$KZS%_L!5QtbsUyz~m0BE*eAUv#d#%7|
zE&a-E3P@sqG#4fhG2%?jCY!qU6#`g%L$INQ^I8cfpF8Q!uyPZM4h6#ru&qtz<bS8`
zT(NfMM7LJuYm#SlB1*w2IF@bA<(-}XqeeHoxpnfvViRWi07`13qFV95_}(%`JcXar
zUhtP!W%k6kP~X?9A@CJC!qh=70xLw8b)b6_upv+9UFH-VRpX!o=uD(SB(ScxAxM4o
zs5n!SfIa;PED&O&fb7afT9@wjX9<ojj^EG&t6BKFKsPkA<2$M#sR3-7=&q?lQEG1&
z5}Y-vKV%)A9kGSlAR;s?7FQ(UjhWf;oR1LrTAb>5_p~{_De0UM+ENfM!!wF&ys~?)
z;A57mNx@ps4q$Z)k(aGzEUp=sP>O*uL{V;Je44WP@iuBpG<Oxp`i1NAcG;ISyUpjw
zH?g4cc~ea~3jCC4Kwro#vc)FF?315wsgcaQS+yFnau420YrcJ$$aAugEZT*DhG=H4
z^LuVySjmf+xB`}f%EElsvypblh26Fx5IQbUr_LdrTxxFKnveTR6j{`na5qMgMAnU*
z?2Eh&bO|$Qb=^&aMz^OK*X#>j?mjQ>aN)uanvXbRTntg?I+|aYV{ZIaeZ>*0m$I3!
z5WD|{aOQ*s=~u?G<^R1s6=%+eax)?uEimTGSPm;>YGf4DqzT3(mVV3Fgzw7wna1h8
z$WR^V5`z15gp`}(8&SY(K<|ln0a={xQjABp$Z++cv%Gl6IM7abd23$D580uJGJWZ!
zm!#leKpj!|7GdRj_c^vhlM^qq=n8lx^5_Feq}a6*GAeX3otkXTapfoh<y<E9KbP2C
zhhqU22SAk$6sI3icwn1%l#w|oQ*R1;QoQ#O#k&gk?ucvOq#gQYA1lG7ujLL=g5>?v
z?^BmOeJi|$y9t<OT27yL>c5{2$r0!^dUi0miLd6{lPksskb4x<A;YUZ*<s<M3ZLhi
z`}-J@NNJ?0SA9}a6aJye8ZeoGEC@14v2Rk!kiBM1{4;Umm_XIdb%vk@XXW*h;j~=^
zM)T#{o5+<J{*?%%X7NWS<fqpZNpesoGUSRHKq@m(tD3~~^D2K*gBegU1_Z;FC{l3%
z!rNo}zyal@5>pBi$eIS_ZWiNTKhR>eqAb(O8qXbg9fu%*-kcoJ1M$eBg=I?+c<O3d
zZi?ufN}G2a8D%M?^x9^>(-V?+4x=vqIH=WoA^84DwF^8LBuBa%0g~d5NhDbarGrf4
zcRlq1>kh3o1M5dZy{sCkP*|}oYM6`A+-)<w`rKRxT-^5UxP50j6tfGJ=Dii$s)206
zMF@VXJ`3D}M(kVALUiUE%;oDFJ2~6F#vK*F?R34)9r%?~ERw@U5?&*POwAcn(02@2
z@C_*QqX3`(u+;8ru=^(<s9<Tfz4<#zXE;$v)OUi5)Qa;OiqfRNbZLvcO_+4D>$mW}
zs(r3E5JBYnVgDU9vOQ3J$}W@Kwa9UrcYZO?fe#)$#4?W3m*aAoTF-q_{KW_j79frT
z4zMsn<mr)P#$QA8a9j3T&4%`vc7vXaA~DTRisMq1Y_g&ptkA>e#PwIRtH|6pa8UHd
z0Rk*d9>27cN&-{l9UWlyHSHXY1svO1U?(Pd_GQG(JX>w9;aB1+G>k4i9N|!HW?JZv
zt^#*VQ-sAw^Lv4Uzv}<Bp$Twl-NAqzZtJHBC(!Sn^f3qm0+mfDuxj$Z<kaHma$u|B
zOW;p#+5t;R%ro=o6PNx{4w)<@l7=E=H8{U#v>87wc%%$9af}wx5}SR}o3d4CJgfUk
z9G;637Or_LGHZp}9h=2}+<o;q6)|s{beo}sZfhv;AK$Oh?qnTne|BqlF#{LTC$Zrv
zmGk$3GEnC9v8M8zA5J<A@W$om>&E%mn(9?i|HL&2ZP<>3?Ull^b{-+VemEYWtuuWg
z;vruL*9wZ3w-)<WRq(<bdRfiyHI@@=XfL{lV{dC4&AmN4xb!alV~d0F1^Gxpv6n|6
z7_+k>6?>|%)CNg1O)0}s7`^~2MCJO=sL*VV9jsi=rozf(P47&IlatbR-UmK4hbDv`
zg5Zx3!W!F)e_A$#a3+GX2hk|@RHr7{(n^Iyw0Jo=UyKx%u?DF`-{Vo7CZRBcYx>iu
zFg!x>%-(0k;tT1tb0>d@!GO3RtT)oZsM%KIh^KT+$jX#4uuuWHjx))g>9*AqZSDWr
zZe3mXsvcwxc+rCNh}rfx$=JF<^LYovNZrc5Xuu$8)_10EHoPBt7+Dg!Dy5~wbPnJ5
zKbMS3?nk4E$D`-owIB|}er`a@S({FkOP&x!zK_mCD)yd_+-TWfelkOMvHK{tTH6Ho
zE;-nRwETMa_15Q%fXF#t3uk-xnhf=G#h${`4|FTuewVn~SNAF1(EtfzFMn0h&5VkN
zUJ`?!32O=j2<vnWz!aWkcZ=TMM2&Fb&-#%O#K}iksb*CZgd{tqB$6CO4fnmiCE=;O
z`9Kid(f^OKzYL4&d*8U>p+g$!mM-a#c94)9U;vQ@L1~Z%=~7aW27w`mkrWY8kdTlP
zL||y7ySwkj_xFGCJn!!Ng~!1m%*@_<_S$Q$>pIW#llbf<6}ueyWNN2x>OVxR&lx9K
zH6{=fK1gKm2{sun`K-nJ0cBTfZuF}v{m(`b|5=9|d^u6+Xr|N{+2+afTe+A{{{1|H
z0{1|m#H#{D<!oR_l8S;E%JfzpBwP0WZMF>k>R8Nw2NRe!CeyPVip44~x(=mEtaSf(
zKu{)7x7p1Aj&1=E9k+M~5^eg^#-(Tx{g|4n8BZqQ=$B$>>8$G6(dj8&kiN`pXXT?O
z*jgN2+Ik6}gF!M=-tXQ8mXBkf4`0Xd8Fen02Lq#$Lr#3>i^@+`S(SmXebYC|mR;t-
z59W#dp66fw03emVPukp|+A+;@<_(&0l5b=aDcLl?ePV?iN)@2xKO|FuXr5nmx82wO
zZYtbBjZ9JYEpkYxli!>DluL+}I4z}~rz28!ZlRy#eys4+qxX0DwrJ^oiQq2_!-D=Z
z0JFxi^yI?!&?3ybu+Ja|(`_F%&I^}mHry3cMtyTo&A<Oxp0xdfRXGQP^14W%hM@0N
zjy_mv5ByR5L7zQH9EFM)!+wZ7MBg93c&48^oSc`)54s2MCvI={TZ%<gH6TlXJj<qr
z*t!R*1CSQ?z$fM2jA}&c%v)B>>0cX=js_gazg8MabrBv>d~A+vVEgCl9A3GIr@r`0
z>7`dN(tWVTLHea!455<rrxI4^5@*_FpPifmNowM&hn$u+X?Y5>s1mWSD;T85eZsxE
zuULVaP1WF)aT9g+V1h|7QwNtjY3lWg5uu?um-)F<Nd;7;HTS>Rb|}bp`IOvFklOFQ
zC{CK%NLn-d@BMvJ%B@J)n@zU<sQC0<o7QX_2JfKJ`_0=xBo>281vXprk^Or9Cy3<N
zWeuLXTneo(BW5*r5Tfsd%z5=hfBFK){MS}F<r8y|GY@JCkUs#9K%}7ya;6Ngozy^(
zJejtpRGG#V`A}-57w1-7OeFX}w%fAYYw@c08(#~ExIyZMog4#cYWX7%QmWZ1R=5RT
zWKWSK#&Z5|;YgluGbO#cl-V$gZlT~>9M=9N%^!2$K<I<`5B`?>neulcDN6jClBs}g
z?kUBYXx|mTDFSr;{E3!LUKzJ~EH)2lyhH~4QZ^**NdRr)4E)p&P)_fE^ubqtUHM@!
zoDEf3j^oIFN>F6LPT~@#>kq3=NmoUBm3SHWlR?fSj@Pv-v?0)aPTxDrQ9hj(5NlC4
zRkxIqp|>@U@YO8@`_Gf_hn8_FzGu+@iAz)Nro0>ixpVE5qj7>~WnCCVd$_8%ewDHr
z0c$HXXLUMkUu+SkqRQ;?8b5OL;6_wM&<nFL2GAo6xr*_+ToV>&qS6as-95<;3FWZN
z{o-dssh=x#K;#M5?UTYmgMy4tmt9a6YA41>ho8y==pu&5OQCNJpZ_d88{_JJmTR`p
zzk-SEMPLGS0yU{2dxPmfhO*&;7$i=jcw^@2gdbJ}v{)=Td--~;bNJVyCIdwlR>5Ma
z9<t>LQlNX%Z;zY9;o9<9ivCjV<#5p<NF}Ab{VMTJ_%exBh#8=qXNAs%R71b$5^~x8
zTQI!?5$n)`_WlJOt+qFn3=T<8w$drNA4p;-v6Xn)rn69J_{l^xe74wlGn84VnY#p7
zgCIG;L=K+Ys%&WF3|227q$v8g{MM9Wb_-0qyJ}?fE$od+Fem`gB$Eh^KPEgL_TGG4
zq_y!KB_4x{tGzs}iEz?j1}RkVaE8r0AuM79gy=C^w9Bys6x54Aln@_wvvrRL4xh9h
z#U5_-9S&}FNoGD)fir>v>Z#Q@;bLxJ5hDs`iveX4ve-1Be*(m|?J;a><1cN$TT(=m
zMI;d|bH4^dva0a%jwdN<L{K^e58#p!DPUQbIO)+n;H-g16sbY8IsTkko>C8qTHm*g
z{v%d1771`Q;kLf8eW$?XlY0=Y)n3&!=Xsh-?`{oh0C4(maV5(87;O2P7eD+%86?N_
z6u~?OjMzAvBmYAN;wW+X7bM%Cr78xfiquI0@gP`$71*D7r1Iz?94C-E%Zz-rS;eHs
z<qnuC2cZ)F&f$l1&{)_Y1&2ubfM}7yJ$MsMHmn#*Wfl>;x-Vw-9iU!zOr?kpHtK~d
zzgOBWb=|guu;m{je}gpW&8Cx?3;+%OPqUOHPYsM(FY0way5mDrpJ^E11+M$`^lyQZ
zUnDWr_h1crq`(><-X$wi%nbtbpmw{k4vk=f*!PuUFfVdyT_mmTe8!$Ls4)VZM{0>9
zU7{iI^rXRXH1ss3+Q$Z$&_gJbKXr&%4RCU3kqkT_d%l16Ku2`^F|3Y)fHoiWBkXZ~
zFoAgG<Kwldl-%aUF0no>?B|23U`>&Z6NXIU>sOW-;#>ZC$NB&Y;>w$WIYD~s^WWW*
z<{PHl(11VAk{+vw7@MEb#M26OP-}y%_f2|_oi=pL-wKYrs8sGtNu1YOd(5dw3nT!}
zm|ECG!W_j6FDnTlVm#zZ(M4WsC$+Px62)lB`d&h6nrGO4YyD0ld*4JOFw6M=7GG2l
z6+Ra)?ldC<sgcduMc@IIF{<yfuP+A&nQyLwC=J6*<&JK%kBy8d0typRV)5;IR*f2O
zT$OTNGCn|q9=Db}fWLOCYLeXF0bwk(xB2GgzSB{+##eKhkMpf72jd_v|FQm@G|9Qs
z)!6XFUH*kNkP6^PVn|-%6`VBOzd*q$2a00`>3LPudkd?hG*vKvf=JLN0qM_=yWfj0
z!-|VOJy)@D4j&d7arH-@jBro}db!BMNS_w6wF<wh0t(ss7Dkj2m}Au0WKAOEwV6?_
zi!hAf@hZAkr<)qxRS{sV$p|u!dkPlu#`xgZd&ot#UlAbqnQyex{0;;pGejS+{D<%+
zxOt7PFg5P>_a@{&@H5Y&DOLt7z3ivi`rR~Sz(_i);fEw#1vO_RJuVK|e*t~jz9PGM
z@Nz~J&|7o1nMG@EkHvva8WCL5>udxo!s}zczP>&Pgt!M%kd%<|h0l|THve3WVivRM
zGslBBy9du=<bx<dWBqA29ZdGc0B?kymuYw54mM&P6i>jRN4_;tk|@sJB=zBJ#@`b~
zn%^oA9_prCKJ&|s5&JETb+OZ|2;k>5TUr1A;PBc$JO+bvrGBZ*r|&q>+>gOCLnlY;
z0sI57&}@Pv*G^(7hpxpp$(VFY+VRX4m~Wr#YrYX3Ox<ah-10drVQc}df>BIBUcrPe
zjhgLAbKfqgDrS3N`;<!$P5NWox!S49%?81x_KAJ(tzN4B*tcM51+Y7CL(i>FgNkbi
zaQu*<dI#hs30_MCFaz}a?-*(h(xPm50g12=AUE9)ILzJ8meLu}Isd<*=~TJa!T3>p
za|NYbS*B+NS!+((7lOc_h3HKh*pK5bX0V}L4C$GEGE}bQLg<6{I_)y0$Zj$@FB*n%
zzTNV6m4~h1@=3|VCc1Zbvmud>-tg-(|NW@L_IQZ4-%uj%y^!*W)n18LAe1vjy%$(0
z6ImeASJ$%{9{Df1|E(Y|28X5eWZv9ggn7Gf{Q`hDP(Zu~$0Cl~x87A?a!3Z|A|`pm
z{R<#xj(4hTz?GVPCH7_NrRKu7|AnhFgv@+=5!n6nU0C&ES9dz`<9YHsl1?Du`(5qj
zXP^eofs>{p#9)g?WrdE<KHYV2OAlV5#-d-o<7o7YFB!-)N}p-0X$G?)_MZyo3!O8M
zst7_l(k~wgf1N8sq0K+5POzQTfU=3LJ7ZS{DmTZ?Ft}Uj0rGwNrFf)<S|U-^`(A<(
z_u!7s*I>rHDcTLJ8#du0>_+T2XL%xv#v(~ZAua7c4)Jlp`2CO%ysn+J3Lq?J0o{Bp
zajWSUuxR``SqdlolyWIO6`B4^Tt^k}{kVC8!!Mj{li->$><Hdz<cn@j#RO>aB&f@Q
z&9*Hih5Z@Ed7`|lhSYCj0c1)FeE%Tnc^S;(C^Tw1uw*}9xLQh?Q}5V*B$n`496;M(
zE6C;Ls_Z51(WK54T|_SZT|Qmkc%65kobwFKlQ;e*Z?)GRjLd!M3MyU$Uf$2#wnIv%
zIiMX)c_GFF=i~v=FG*komwxb}4?h2!H-GE1SnPgZ<2)`ZVETn9The9yxQr?mY>gOA
zdi+ejUAC`g-b)^O|Lw9U+03i(-wKLX{%d~O&lEc-l|Oov@nMh6q!+$!^2>S7a<Jg1
zeIi)KoJdKcuEWFG0jP~u+57VF&=R@lPb|}a30OMmBLQdQMlKxhSrlsFkJx!~-sDaQ
zY)^ImnVM{`u6~QHoubeT6_49bRYK5GWo~EDq6hJgdwJ<N53u-Gj@Shytv@|Vd&bH4
zsbn@0rjjD?o`v6UR+yT8nE>1L5F7Drx9v`i&(>2$Fhs^|;so16jLke$>UAq%pP!Ir
zzx{`xhb1Rb0tNhjepXB6GR)iN778ThJqN;eG40qa?xoNGSJXm=VFihG)&ib7XLEd}
z{$tNGsB%46rNB-y(nYt~1qROA*@)_lHO!9Q_PxCK?4Hxh6Dw0TOV@Wb1VC%R)8#PC
z-Y=kN%mvpV7|@ykEKC2PKo#Gu7wRR4PoqF``)+#eCU?8S&p?mul-&U78r_iT6e?6S
zA_WgZdGS{>;uE3jhv3NaRRYqH<$D!r#V|V)CxE}{OL4_t!*0v}ox#m_stT-EAU3X7
zx6rYs1kb4Y-SDGWh`;p9eOfy6v&sjJk2jh`2Z#l}_6{&Q@381TR(c*Ds)BxyxNuRC
z#r(9@)2#>b(ustT`*d;kaFA4q*`z4@PR5;R;1!h3dYSX}`WJTDpWP7afe0zN_=yzW
zecV<ZPz!)@X{`_TN8%$uNlzUera_Pjx9Ib~0{Z5GOp0sQ_jrfRlSRSbCo{Bu4avck
z-l|9(mw$`AUjVj{{WxGMUq$p3z<2>sy;h_COGeS*KZbq@5k{Z#DIR%w0#73BzA^CS
z8@PLgJA7d#^Vz%=eDrThayDn&@CX;vj4Y+=?;B7KY7=8C0i*^{pe06R;bRgvnj~wO
zz@5WEe+MFs^{`vFl-VOn!%#unJTQwD25~?C**p!Ey~;Rz2y|DA&0BoH^vS?1^xO-|
z9|h~r9ZtIXlKX~fMZ5EhCzk{Im;FJJ=rnfRQ2vGtw5h;d7i#ohZh!s@(4T*7GD_{J
zQ4bUn#yK`pGtt5Fny^-=;l~$IJ#v9H@1QT^9S!nKTtv&B+L7~30{ie0YPJVRa~8K-
zky#+VLWU_ZJ`D(TA*G7KnNAwPCA8S}%`98m+4G!=3+KCT@x-K9D&F@>Q-SU;(EE$!
zIFb}n*gwUoII{~PL}U{qdS{y53g)?+g-i*i{oivK1pNGmz`Uf59(|F$d`2!BaTk;>
zzh8bc*<Sz<w8Ut32G#cveIlsyq1LXpk-;~~ECh&+vTv!8=8%fb#!qF9cbp2(WQ@{y
z8=PGLT84$sA;ga<mc~z?N|3Y`!7!AXbVYK-Ob~oM${?XYcYQxDbvF_vQDDvzXgR!L
z!y<DK=&JtaY9goXx_f9KE{?bcD$n}PUwe&rG56<}S28(+!>k~sumwgX2T1`0>Hm6X
z_axb@f&V|5<wVh>LV^b#m2wHvgMk`WyM_Q41Sq<2QH-*+<!}%q2!~_R<~kkpv*}xX
z`XgP%44k2QC5LZ$)<Z0eWwvj(d+Ky)gZcRs5}9LE(@QjB#o52e-@@AdstF2fyHdRc
zjbLmu#7ncQ-GvXc%OTVIbsbE9sV^g*y58EkWMmV}>vISpV;(cl7U;*FBwno2Vz=o@
z0>H&HoYYIcN0rHzm@8YrtNubiAUq%?O__>8-WFsA;n1m@#^4u{iZAi&MgN^u&p^~E
zJRTQissgt`iv4c{kT}IJUpIhSPqn1A4y&$FI)8@>XEE?NR`Q(D_4tOGjOYg$N25n)
zRV}$T@gLK{A-gCvr1Y8~<4@G3LM6;w1Gwi7oOfB&8tG|f&xwA&Iyml>sO649YZ`R1
zDji(@7p)Kd9Dc`^3!0j54>09rVTen{cK1an&~qzlg5%^lYqhm<;j*F8;_~s&o~Pog
z<^4d3DtQN^(^@kdAM(!5{6gNvr+y^dH@WcoqM$F<$h_P|4ejV7I4p2&@%DEiHOEvv
zczAjI^b_zBV{0_T_9ppAn0ih7&V^7A2(tJfV~%<AiRm~tms&bdU}yZ)@xyeW9sJWW
zt6e%2wy>GNuJz9Y#pK4@Vsfkza(LfrC>X%nA6;)@*GcMpmN7tvSAkrfzDIBGb+2qy
zd%ahh=rKU{0ZvM6OwS8pw~SQ5zkAXMN18`SeYFAXcJ4I6R6s|02w1+I?9`FGO@Bcd
z>#edx{s1DD2kvN}!RyF27o?~0wKPLwEF#@WB)H`7SY(0DuXw>y-4-XBffo1LgeWm?
zdi2qqs93GFNaxko=E1!?*^u8lHk8SuBt4XC#dVi{Kbf@RbsazYo@+JepKISMe3qq8
zqLr-s(K$-PbYJrrmibE$w4E$9fa;+m5cw%{$a^Ef$)zVEIjckMuOGAW_pK!%3=inY
zYl{i&2lRR~D_grIbOuN*y*sZMl)H5Ub97iil_(;~g)J$sI}A`EU#S9ymDyR?l|K3%
zDE{9OEjGsgvy|>`-3LwPk}Syklzc3UAU8zXM53l!iCGaGi?~u6lBib`V#I1bOj}BJ
z_H%z@6YAH<*bujVOZz63Fa2a;WLeFIhH<5zXbeG=B#10&WJuzFYyqVkP)`=$iQ*{e
zOd^P6{wRm9y#}891&k^bm&CPaHYg+79VXdev_|kW<_%=5Pl`*co$GM$12PY2!*f;<
z^?Rpyq{mu({dOSuK-6L=7zh9>JfnJgX2l&%_LX1oB=YD?ukLHcYvXJE?o&3EQtea+
z-zncf{_DL>zN+bH^mZfBySpwBNCInB>4TwVhSQDrcTpLC%u3fYHQ&^I<Cjs$<~#ch
zv2_NLv^C;orOP_ew9Clk7soIv(|u4zlt;q$YNQ@iu>gSg`qvoj!`r?QH>f4ygQ}}i
zGM7YwL(AhceiSq{>J@m!ogaV7)QEKwC-gYG$g=;rQS!h=AFkV{=S8cF7Y%j-(Xc^w
zvep_eGhd6Gtni&=byA49U%?r^F|u!i;URy3!D)dg?HH%cigY5YSp~^mK3XciN=A^G
zf&s`lWOZc0v`Ew<`X?ck@eehr<%t|hQ~(aAqA3yX&R=aDJRHhS#efy_MmkXGuB1S5
z7<_x$sVRQ@EU2qqT&c;C`o!^5T4+fa@>26vxRBagVe@Vwhad-#`DpvC?i&w|W3O*(
z!i1sg&{Rt05sYsC?fOwQd-t$m2F~LTevm<0VP1GvomoG<EAPb@Snb_{QJ6-8zt#4>
z7>^o3iB}g{-P^m_FrDtI7<u^Rx1r5=*pYsB5?&~Y@2&!eGnkOU*BO%#<5;c0BeM(1
z&)qE>ew6I>;%fr_+`QA0{y%jcTL%!PE#73#OiUS2F#r8;bRbvC2gZaI6n><gthPg!
z2gOhMhGh6hwaHqBtL1Ga3mJI5hZ#+s6|R*Cq2VW9bHOuz0*=S#*+sz~OT9(*d)sZI
zclmsk@_0KqBK)26YuU^{>}^*CT)NeQG$~zRlQ?28jfw5zI@IrWWA$T61_J`@_o&)B
zm6xP-9u<Q!5#`1)I5m%Zc8WR^&nREbe6j=$sD3JuU+>cVL^j7hIRVDh-U86=0wMrr
z_grocV?&R&v2!7twM8~1>eT6Xld+5)KR?t?{pLV?p3;PY9ZulXurE>0ZHb~&Abms>
z?!<RS2f7ED`dH_TsLxiq`TvqxSQ4k=B2iVeQK%UQctBVNS>uh=?ZM&S9vqh>288P<
zDiZZhSY9CxSY;y;U<vb1POjQT#Vf~p#eLC~k!nAbIQew;D&^DMi4d?<0HkDtJJS6=
zm<W$ATU19r%}SJi*d{J@BJ7GdVDP5EI8G`i%flu$%+qJqvM@Cs<s(dmF1~!Y2wPK@
z$<#m+*%`HHC4vlDX2Ro5Y8inuiOHr_#J(lk8f;PM{>bjk_d_JXehN7*r-uNW4gF(&
ze)xWHgGi8pY@Tyo5i^E9^~j6H$Wp0dC*Y9{k3r3n^$)VOG5olu5sM1!F%J;|bBlNs
zp<&J=DO}u$tyot0wK3(5kv#lyyC}H0Ubd)Ues6V8B+Q#EoAoX?XUr|A5fJr;!yh6v
zSmBPtP&Kkh6pcKbDeW?Rr8!rWu|b1~Fp6)cNt2ZW*j}RkfsMU71!N;Rk3Q<HDsu7Y
z)BcD<sil583*>7!Yd16BwX$dT0K<r1rPqc(&$GG6o^lJwvb*m1N;@8dr#J<8XjAds
zNH|gpvnLjRMt#&E52^6_`OY@@W9aEO`g9R)$HJd_`yD6z-|ooj;YP;v2&-~MK<%`Q
zSD5+wcUE<F6+ioBzYLcCgGhfrBnwAAHAAek8K39x!fv}n4F8SW{IxTwrwWP#k#B+!
z`(TIW$s`3$*4GRkdYXyc>+(#$q!{L6<&Yzf;wy{LDU}9n?Q@9>AqXf2N3>3X?nAx(
zF3dq|P0m(h1>uNIsEOcIykj6^tEHcujK&P5N%?7(z^!UNY4ppOyoLbLJ>{&C-qjCw
zY*Q)Q#QcjqY%x7dhc{`B2@Id|8VTepU>?xaBqd4Uc#2>~X@jDMC@=~{kwx-_abW00
z@wrr(9c!{Xev;zX-`^0QdVgUb|6fd@ddBZ(zX^t3gR=L~m>QuG5*s1P3l9K61>z&N
z&jbLNXL^5@1@(^UExsW+7`9OwWGuppBW7=lzNvbHdG4o+a8i`e$7S5I^9uO>NEz=3
z5iYG|ImWaIezj2jW6gb-_F=s>L*X+v(Aj2*0qXWTtPZiIr-M|llP#YU8WyI@!E<2m
zKvV>I)4}~2A}dW~$&oJQ?8(S^-yICCt!%y@EA7ARn}KW)WF}{Io0P&h6O-4_DZ4;<
zkqj2f?mCIlY?5s8ii2eA+qaP4K?*)s4WUpNn~MKJu~ZA`$)a83(^wFNf^oZxu?z!g
z%HR`0e`RGOBZXH&n03Z!rgL{W4@@5W)15pfRxVc%dsYtXndn#8%6D{->)q(^%KV>J
z0|2qN!vil^R0Gh`_}irmP>LRK{idAN-OkSW>eKm;Xs<~I4;G~b+5?9=-!HW|Ip*Ft
zI^riUb5$7RM6PJmT9m$^!r<ytE*Z-BK}2H@<7{U^+HpWE{`HqRxDE$}@dm*`*A6sd
z_MMxS)fu*o!l9gHIxY_PbHCgoRoGpc<7so$v{OJ4d0F7ByKJSV$O}!}>%ma;(kvO;
zK`??_{OUOZR>o1zzWeHH3aPRA!x#W=-Zhg9KrTwD*APVJ{CC_`C^{^*#~SQ#Aj$cF
zg=_;V?H;3TtAWo9pLG!PWoud4pVL_D`Uz9zLQSNQ(o&5;_r&@@!#^hdz%gi#!D=?r
zo#Dt#9;ii;oZb&-WOkShzHfNF=Ft_bgss6#trRSKDaFo1K@Jx8JE2k@(BXh#gv$OA
zN>aOvip0mB4p4G68uU6NAT@j!$p;e)d<XMrUXd0BB5bM-z^o|no$1KN$a0Z|)?I8)
z>-nxfk+!oIpnn+UEUs&a#4UNV0}AaL!4)~{YO&oW08%6+`T<Inw(HfJD-)%`>}HT7
z@_`>-l5A<2uNv<hJEP@il1O=<?kXaztMkCd1b#W|%|uSgjKXYuzzb4F-d@I&)K|nW
zLxex+i7q%<aOW!H;KsWW&fa;|oIqkrnek|-T+{C{+Xny&s5o)pbp1>4R9*`y14m}b
z(`L84A9{?q_e_QKcrMWrcy3(eU7RlWE1KI=e(;uE<cL`(o+?zNNH>LiJ5?xf_IA{u
zsUbLLiQ#PYt4x`gApzV2_BmpZ)x`qwV|N**-(xUm1}(Zbe(r6<@Vlr#<TtZZ>h~kk
z2{5d@7F6fTFroLjs`TplfyK@ayyj5%1%$TqSEv10f-$;p<>Pnv4U$IcpCt$-Yfq*v
zPoo{rs}p=IRmtc-6jA=jiMb1vY;p+^9Uov3cypV5vC|G*43)CJ(0oTKM-5VZL-{i-
z17p~rK(odAJ_9hrfjcG&1$75Q56oSry3_QvxX+6#1G|oQTC9S|+$N7*%AB-k%5|tv
z0J9;L*^B*#Ap>LqJ~jBZ5y|%?><@v1*v>g_El8T)C~$-A#LO?r36eALR4%5AyCoHd
zgzNrRll<}z2bBk!oDeL^%ael=@9PB1(r0@M9x6_L%4YrR;*t*&mDM@aLA<h+ur3UA
zqCPw6B0m}iB0G)KS!~O>0inhH8L%9D3cuauQlZ2-dGAo`n7lUC{W{{9H>o?z{P(=n
z`f4@6Sqw0YrG@xiotGL3iu{mM`NKb>i<2$m(zTQ2;PjaGeEi4gmMn`JhqX&wmwgyc
zFi#y(*PG--S`39h^wXaS3VXEEKk7d2F(T(|F7gj##G<^)KG}`7FK5tIxoO9htYqlu
zJnD`lgq-7TydbHsc~g}-Tplglw$gX=P9FY-%TqQg_5uOPV|}BJP5!xz-31Y&VN@rB
zxwF5~4TKmnO=%&ybm}a|rJ;Z^cfdBytX#W=_@jJ%AL{m>cuk`Cxyn<5cZF4>F`7wV
z?`n_6)6V*zxhac1r?rkHpCb77z0rD2HS^!CzxC6bX{{DWrK7|g)z}(fCk#rF@xb{+
zG+@Y3rSYdtd<C#NQ*EG!;y*hAPi4+X)XQJDI^hwbfvc8BAzRUPVRX&bKQNATovmIR
z;Y&IWm#Zo@s>K{MMT5r7UvmOltz`mczAo=MtqjN)4_hyW8M=&r2<S(gQRlWlr*oo(
zpwP!GaQ2w3ot6m`w=^5g_u_FRDqU+WLf`pUiG4OcRV)3WP8pdUIZEJ(upP#i+;85C
zB9$=W1d^pmhl$n9f2zEcd};p>6r74640TsbIy$><YR&jAa3)`97t3x(iBj;*tkvsH
zaB*nJ0ADM<A)<zWAmr-G4DnQv4?iOlcIFggbk^+KG_Yw+>12%O#Ay&XYo&yg^ezFc
zV4Src4~w^W_V*MjM}1TCVUJPN{HRS(kpc%jLJx6sr!&cO_=^uFeuIF*W&93jWsAC$
zY7;Q4s#wL_?ZXTSa`SVI5jH@2Hm!t+O}V6ygYU1>={N!eupWYsEiTsgj4p;9j~S)c
zq1<sZO*_a>7-aMPE#uzHJkyU(2OrPRuNb^PzAZXTp%;WkIbJztuCBe&Z)SbW{$>M`
z`RdHc|M)H$7cihBDWEbK-NN_%kx$;z*>k|@DLS9ZjTsnlIg7XdAUx3X04&3-A&h**
zU0d+mLVYz?p)#e!1uK0r==b0ZaGjaK)XKc_qGp%$@0Ul$RFTjT0X4+S+aN6_y*4pC
z?>5^424QUkVZsg$1)p^!n#F(zuAzqB#l7)o%s>v1fe3cQjz-Ae#iS%^QIP4M^=wBk
zm7{){R?{B~<7_^XPY;o`xZ@j?Z{J<E83afj2V7}NUJ$GY03WA(BUQ#}{VF^7%E|Dn
zi1{MyXw+LdUvX8H*&^LRY(@ob>>J3(%LL&f#oht!$w(qFLy`O8QbC44%zUc!-b4^u
zNfvuX@ij{OKg2I8d?W2%lr11cDOxiF`%TcJVlngb9j<_&WNSXm<>}7s6I||Wd_yzf
z19Kh2qU3g{pIiC~RULSO9Y_d};Ca|1WtO~W66byCRNM9Qk17znXL}8yChx$sg`Zjs
zt!oWth++6U5_!}}#@TFPjQm8-$DH%v39Rq&y9~J&DwKVX1}59BgQVrkK#4T%5)+zg
ziO@)sdq$edGl!#*T-cx|TS<v}Dkt!11P7Wb%9u%6=u^v!%YY?{7+QI~b{93r)@&v!
z{8+cmj}<vVmw}h7;*4pGR1NpT$`-ZYXKnJ1tJ^T{7%BhJx_e>ITr3g=ae6<L4Gat%
zh97lre9i8tdss(mWDEsX_mV<z!%zG>lUb5DY1LoYtWravK)DIN>=Pa4(%mPkG)RZO
z@@Z_LGZ)(a$t9Xs5(&9;1mhM+aS!Mcz3Y$dNS=ojgg_9=i9gagub@}rk38qV`cy7S
zTy^3m5b?gW^UGd+96vlKl8yj4*<2;m{tOWr{SJT2lZDpGp*B=b#vh5~{lgGsNr52L
z2sR5#CNQknj;(B#vje(Zz+XR_ORz+0mn6>?S!E;G9J23HNRDvRZh4R2Wnh0){XB^R
z1WB4^JJi}aMZA1T{)Ym`R$md&xyON1`QGPDaYy#DCe$4e&5KxuRhsyfwdMv@`jzf|
z%A<KD<4qLI@DPa^-Y!7JX9NIs05nlC0waAT&Yn!qb{EAP5QS3QU5a-ms;47y9pi$I
zNC~s1i28pwtA4GWQAEaPfjMlwAOFI5zJ=o;A*5|_bzt!d#73MWC6{1GeO1<xl5=ch
zE*XcC!->27k`KM2vcL3C6yO`~vLU)sT*9tj5sv&6IvW^x5w=he+Xmbd<S+B<w>KAP
zbG(LgX7o#e<=)2XY-s53UB0fczXQF&*9pm8467i^tXvugTPp>hm`<4zup&8&qz^vL
zl(5|_x6o=DW}hy+VuBEna$Zz2qE$j*!Sf|2jn!|oL6bHzYcVe!SXd(+-9MdmDn2%s
z<^7hHe)W>>FHqax#EpD?`B@UKuixuyAU;`?Lg3WuG-i>mT_e)AF*k<IS|8(R`wsw&
zClB9{8Akk{jFbE;u(!Q@*-DEf#xF?kRRf?L>_?g}%a`74%cGI7GbvJ?x2MLg?o!*$
zFj7NYkO@`zM?3qGQt2DUy)G%@sJvCF3f*H+3J!sNqF)=#exFv=A>t5#)GxDZTJ;~%
zOHWZw<>=0kGcc?zaAIKcI)9U#H+M2mm|DsX2Y`8(r_~9M65BTUKn8}=R3j)dGv_gl
znf41{K9Gkq)^Z)?j_3NG5$lmqv0;G{4)!);T?Lpga()+30yQcGi6f=srYzn+^<>{b
zPOlOEi$$tR=x2)Sb%!)!{s*s4`FhaRMCk8T$xl$K(@JowVmFIV0xT85%sVY)$!`*Q
z8_|Z_HhRf#0<=zMF{wDtWd^oMYwTH-AGIN<@9vJ=-F(1#DCx1^p&GIOferIv3ITc*
zUh!GfS|OZV`Fj@ul`&GZlgrPnZm0G8U{UB;Rbes<8&<$>g`7ewfnn8Isq~{#%iPai
zLgUIf5ZA%!5oSliy!U^Nfw~mq8L44D45t`6BSLG*V)!{0qRGn!sz#1K*9{?|Z~peP
zOSelVhrcu8!Uhd7P|Q3RP=sXE@*IZtk3m^hT11R3WJ7G)G^{3a2<9)!hE75iH%Nbh
z+J3A}EEK0RvOA}XO`4MHMg6<S8PZz7oy9{*ZM47P4NcWW?1yitg4v?%wr4-n_&rJa
zPzI4TwKDq)on(Il?=QcLVwDd-zVXSIX`t+v!p~%_k-TF|O+=Uq@JIb-odHZB-vQbf
zIv+z%h(A)aCKf-5ALY1!tH(T5Z7%__nioItkr4}Ij+DplmikoTo0p*4T*cGm*tJOK
zQWbpl>X3N2+OOUuL)^To&%?Q9T72)S+*sue{XhYIccJ)xGRPKP--)4&-<`|lVUB@i
zBe}!s%KqNlzzD^e&a7mMObx7SEYMn87*-yk7BUtBD}W_nHfUv*KY#c95`iWd`5fi|
z2_0eoSnDRRJ-EzSX|_MvLXdif%ckMSkY$ye)Vhd3;b0Tx&aSO!tzIru@;xxQi%Pw{
z>d)!x$@%Wu(#{A+5*U=&@Qk?*#bZOMrVeA`_F=`1RHglyp}sfhV5F4ULocn2dOtp$
zt91qnJa*5`fWfpUXKiE_bytUgX?+vur+mynr^yBnt<tZHj=3Uf#IZI?apC|b859#w
z<Tgi>W2r%%OgIb~FmN9Nq0Ip;h|gSq?Hd=-5wF1Zbb}DyNU*>HluFPlO4Qob56l{S
zKkefL!MjP-i&FFyDC{AFJKuUHHq=zc2ZYG!RR_e)q$9kmwFN(;leo4gsRfE7u_OQB
zn}8~Vk@8LZ8`|+|jO@`0Wm_vH+I~=b$Str)1^N!j!jIK#1`uHnN5w=L7pbiQzulEx
z7>Qj=+ksKGC{9JXrE1_7Jp?d<={17el<Ry1Z`<T*DFpo-0?c)T<N?#l5^Sft)gCG(
z{gE*!Jk8+0+^0Ji5)87vuh^X}R{OtSNMnPwt%`vRL~A1tH(xFaOkFWqyWxjhPs5>x
z+4N+ny22NvXEb$Bp|T2);qdH`KywkARxM_fHz6X++6Z}XvcfVh;bBA7=nH%*jhHrh
zc#|&+B~y3<zM)1s3#<1zPL(kV+ELq{rLDJKJFR-3(gzy>J9^RW1|<uu_9%wm=*B!B
zcbOpW%UQM5G;*aC?1L)N-rO!S0?ZL0$)k>a+zk^E!}kzD=$f*1RQSR)<<ik0D1?x~
z6;XFj9j@~WiV12~1>$LBp>#ZY${&qXe{k`_!9~le!Y8S)h(Z`5P^oexoyN$;OO%`y
zwKn!NCMnLec*=qV08tTeHn07KKq^wNJ#$N74=A}_t4AHLk63N_tRh6oQJD&v$D@^0
zOkqq2^sTwYG09%E#FNypidYpllnw(y@8CZs{dB6uyX{ofZDzWQ4d__@l!C;8pTJgm
z)PkIPDj$AKpU3J!rGe+0fBznps^zZGP#qk)^uGG|8~Mk-IuYs`x?dmaW=h~es)LvK
zt#Y3m?qh{^i#@-XtnkBO7{&e&MzEv+$q*jlwq}rpE9i%BeUA+T)$E6NDP0GT#;-R<
z0+y&CYmV<1q>%&1mLErBsorG<1JA9?gg7g!bww)wRtN^AGy-+RgILdoh+{&({kcA&
zvhI>sM{*sG46?*GJgp1s3C5N^T%HbMgp#2mvpuEQ<lyX1pWK}15Gd`9lUWx*(!zlX
zQWi}Jw^{$n6@{@3g0MGIh4m1YX;}+~CL}S!=VKJHlacK-KLB=d;XUe&1bg@F!*5ho
zR#zIcfyqW(Ib<mxC2_CwrmA5x-=bPcwAQNqn$|rrp>?kwK=PT|xxrEx@(`KTn;wIe
z#6Y~TO4sE9%UeosmG;=cZ>of0Bqss=Z(Y-jpuB7%JDl$x9B2n_54j*cLOyICgfe8s
zO?=L`3reVB9Vz9kN24(foxI98G48Z+n|_Qo&>hE>Y|X6;Fh}YM$zStK^m9!;)h6Sj
z<ho<$gfrTB32-G7Q~qxzweX*w%5uU%rqOgL2$1aPrltlKL0Hp1;ggS?`hT4Wrc*@;
z79vueqA3t#(Ud5v@%V|S?$D7!GzsJk-;gwW2!jk%9B{!hlof#HY7*~*{Fzbv99mK(
z4GrDv>Ghs5@}pTk`hx=0!=Nt@!Wba*o>xZ|c1$FsBvxWz*~o>rxHgV=O#sOd4J4U*
zy5BDZN2b~K_x3^{1}m=bzV^50FG_v#z<SE$=h>!jzipm^JG0b9E1X<oH{Hp=^`70D
z-Zy9PRqp40{;K>snHQ|;_^vph*<IHNiHfbaJ9c!&B%?qPA7hK=*iC1n+v$=;J}6Z`
zB(>1*;s$$<LYfXbtZVK=!=E498z#a{c;Jx1dR8rrD(wy31j!f9<ecz?@otn7yZW?i
z6@ws$$h6P$bo`kqCWN{9$_Uc(`K}E%<nQvClTq_2CivGl;&VmG-A4RMoIzH7?#orv
zx3H(vR141~D+c`7Dcjk*l{?=2e);*qgDg=TooO?j_uYDdhSl2P1vvR*fOXigI@jx+
zxC;0=8yz5&W%JOq4neESWqnx~a|7+7325qdTmGl@H8GCb$$DfL<;-Bp2fv!sy3;%x
z;JEI3K@*J%ldTDR8e6bLG8&bHYItQk|CAxJhM>C{oue`d!PoStrE&T2ZD;LZx$uu-
z=;$i`=>3x*<63Ix)UOE((ov^K?3=Cr`g>fs#nT80I=5%xJXs+%oo1FUj#VZR%bGt#
zGf<KqQR_?Te@L=O9K{6c2`nZPSrz^ra_vDNT7+^D%Doj*1fIwqX~b_4G1`g7d%9h`
z*0qn4!1ZPUhhH@(DeTm81HanujF-abt*p7OD79&GTFzH^j>*OHmDRichz^T(s^1uo
zt9j4RC{`n=5=>j5s6VxsQ^5Co(th$+bN!h8#c+^pB?Ftq`{%!@naeot&K0iPMG@lT
ziMT!akN_L!DE@9x8Y_TG@SP!Gjej7Fs9E|5ffNqN#~6`$=;^M_J2&>smYlWSS>w*d
z-3u$0s$znK@?P)6)eV@s0Vz=+95G>oy202kuIumv_dkpLC5_CF7Vx~ESi*yNa{tDG
z2uxNBOh%^#or1k>r>t*FW6~CHkEcV1M;po5d^y@?A7c%h2(m5~lxOJVy+YGE=#+99
z*gxqLXsuNxK|ki$y=`<c8<5o0esafm`llnqyTCe`5ZU0gqC?lv0Zhi8bNZ+4T+)dV
zKPrOm$$B01Lqa=0E^}{xQG7D{>e^pC?}R`<=(xPy<y@M;)KOPB9^bP1_lY5O32vn0
z2l=qOm-T8PRe~kw=wuqS^ZI@!Stnt@$+p7p7Q-+LLnOp%8#@oy)X0_xHB?n;^I#<3
zcfgt<82gQMUA6kS_|=s-CTN$)xn_$*dNbmAzG5*}ylr=DjP*J7fr!V1*Je<khtcHj
zc8hn_Sh^AX@TESOQi<-O5am?}u!V#ix-`*3g!gxUUN_fIiFyRNENgvz&y5vty_(jH
z386RTqP*<Hyjkf_x4?Arr6qbmEeAIUUvaOHM}RojCJp2=p7}2!a>TtS1u+rYoit#W
z{-jZ<gxLw6jb{ygRH9{l8mi^yAAuXH^1TT+&L>d2WLh^vl!`m#3JOu+t!*7<&3Ng8
zH<OcVjC>h@%;;F9gV2sy<NZpz{-F{_fxbYE+7R6wD15fu(?$oGa#Etsa~`+@BCb7U
zg<bC>0%4W_={Knn{BY&o%kc<mwxZmw2>D*Qn#&Bueq*GCg<`nTq;iw7ZpxrozOTB9
z)j!<6nN5Ixj^YdK7CN24qIs38VhE_hsXG!cr?Vt7F+<BdFVRS{D3sdGxe8#EC>R7J
z#}GoeHov<q&PIIS&ib}NP&F>LzjM9yMbm8O>wWrzD}9?TyXKmFn0C&>0R6LEU6jDT
zqpwhjKz&7e2|Sl1>$8CML-wNoJr*V`cKG2{SwJ}XDmbW<L5Vc=?N{iCg%sxKZ|a-;
zd*a0>znvuQzUU%He+<2Wj(mT-1`&R+x@=Z&WALT*a~k&7kndZAH|xe1vpa{5;?(!G
zrjOdMPDtx#J=Cn7b;EfsnyTr@_|P~d*cP89225Orw)YtM(B8tnu{RbREL5$y{|%49
zjT!<-^^5g;ke0t2xxanbH`t<jJ`6+F@3*u)I&Rz*&{Q|H(SYqwRtFevyAN3CfH0u4
zTD-ZhBw6e(&QIRY`91@wW1%;JZbw%)KR3k&+S6_>v_Gy`&u<+6EW#pztb6yJ|HG@$
zQS-u6nB_(A{V96FVUL5Fj_oQ>JJ}adOzZ%OgpH*Zyj%hq!ax3e_dW5zC2i70g7Paq
z9?57@WmnG}k@++E|Kf%?s--N~b`9)EJMR$b<c41pT&o0+#GL`l6e)KxR`A!AVOFY;
zquygF(d;qo#Pf2KjH9rVIM+sT>B>04=0G-|uL~?0FUJr@lkT;Fo}N5s7%k;YmsM3`
z<S2{WrLLMS#t_KyLND6)Obg!@L;jjZCRmtSYwfBoxG!(9_jsT@s53xzRGE;9EV10d
zM>;%uHb0Pe9Sp_32}g2>RmaeC&#gkVW-vrp@E4_Nt$=cFhVlIxUq-xbtNl}Ux<<<C
z@fxUv5kA=YG1onvIS#Ny5E6{Q(gz}isRtKA5DR#XuZDX|ydY2HM%;KqUiQB~W=MU-
z-W%J7pDOHjGMY!g4X={B@T%N;fLJ%&A%tk<tx%#2h3x!@#k}l{!hUqbK_Kk9a^$Gz
z4Z^tJfNM$87`cgWSOp;Gp<BzR3!j)nGC@cxQ<KNiI8lpca1&f%$htIB76Y<v>Ct>7
z3Ef+LM@NzH&wi@!rPyfb5z^NVyhCmv7y7tKApjR*kLSsfu2}m!fZ<Q%ThWYfe1~qe
z#5rLYe#*+UL0oxR_~X4}y+X8*zP&1@C*SYVYUEjuZ9ITOs(+f@1f8~JX+Kd>PA1@8
z-2>tnED^?rE-KWt{SGeVt6N9VF+&|VtAu)k*^ifTR!(P~iP0SOrrHoCL2GwcDPi9l
zMOpW8%A_TI1=Q<^)w`bc$1Bp6Ph=uTk><i&cPy%k9(EbFm7ztd-|LD-?+omoa40jw
zXEs2=gI;)YC%66JM%`S2S|iwiTfDm8*>dm4#`uW20t2+FunSDnq@7Uk5ERI)!-ni0
zPL$U8Jag%BWa+b6R7*u_uPFzOvbKc210-)erU}8k_y+lx5z861ehi1iBsP9O$<kJM
zE~1M2X8fAGGURL_lqH9)2efI5P7e4a7F8B(V6p$T{U&h2??nF0hfEI{aB@WPq`Lmb
zdu^*s^XL6$QC+0xX5ApmiPuUkT}&sXr0n6TssE)_IS>3VUWx6b!*%tnsm0e0*Fqn+
z)JsSRnHVHqu7T@Bq46KCxtn;bbaC6iQAfX#L|H6In!@ft-(;X|OUkx1$+DXiF=Tf$
z!iTA}oQ@2ox<iH{xHw}gP?nm_5sZygHbMrJAC`9*RUI@dcqp$A`H=ejS+72^$%9Sr
zpT^$LBS4^Ui)ryu_Z1VdXc+M!U*{SQ<L*JKecWz$Fx6LHkQN{kjV64m`Z+t8pbQNP
zD>i-ow)L}FK?@@D9u|$?6+=(g0{>n~Ls~E~<Cz1RxVFCwfjj22MF0VNl3cPasqHUN
z-k4;;m6rIobP;B#%XyzFt)4lA{f9%>17rgU^D7UgT+>X%MoRU#HPK~MA}Nrf|IB#j
zI`_7M1Oqbl`H-ue{>$5jz`hg`2$pPLs2EH+a0_2Gx5xN+0n}g*U>GeV7fl$63-iTY
zEFCDCExaL2rSDYj4-fq+?B?#*{u^Z~xA;QdD`25Ky2y;0(YrexhM^U(z<>d93cilp
zl%>^V<^$UstS5&7Hy43I+Ggts7^GB?zKpS$Ak5Tt8ed=9u!pp0S}ZVtv1}hBCLES^
z#_X2w(;lhr{f!CE`lhg1x&C3c-{EUU_4ho!AJ?ki^=SE^1_3)$`46~svJ*Q3PY;${
zZ;q%kzqm+Tp+C;7en4x+T(`=63E7f^v`mL+?IeR+ig|5+A>+D|5(06m{6<(|yg4ix
z2D%F_^K8}VvTL+#FoY=kyLezwT3&p}^mBelOOjh4?nX@Ze>ZtSX(e*@`nbO4#h-gb
zL_}73LC39%*Y9R{MU8~1RR`R`s^#RqzYyf#Jf2Wz;m5uP(efn%($vXWQ>jngc+LdF
zjNp!=X4vjgxN!A)pZ9r&mX_yyn6Ne2ErbU0579jH`uTRPlzhD!7IXxCvC}b4Y69u<
z-aS+_{@4BeJsz}n&KeRbHfCCdjtn~KXi4U@Vvw>K54kq}@>@%HUEe!Umv>}-L=8)<
z9!s(Uw^E+pu{@oulMC+u^3478zNyuQ31yAFE#-}Ozw+6od!$EFZbN|ufPS5hbtyyx
z2sMN6Y><@Cq>B`z&zSX-A982+WQ+z0@5g&TcQ(6AI<s!oIA`dl^w((~E94q-eLXZ=
zx6$~nx_EkRLlA11rx42Pwy$VXc|Ec~`|YY&D;PCL9Go%RQq*0XV_BL}zjZuz^sgQg
zKPP2*LBag}YIOKc6Z-g3S@Fzj1^B8m54f#QlrP)&6fF<Qn9shSNjO)Xe8+HlUkdjL
zmUL&tJNT`@fJE0^4}^4TKK~GPEYtg{A}u8dzQMnO9T#nimH4CO=6WU%v-v_=n0_E~
zp@!gy`4eFV%#-QWo=b4oa;mRF(tza^t7PJG(lfSrUFmW)<gvoVW(4q8G0dKi)<aIa
z=WnTTY6|=0ua?E~9#8oI9!7?Y_pPNSj@Kaedj^TySg369l_^AE7XTiK+*=~e`dc8K
z|853iLRwF5`i-X>_L&8yPceNm_Z=I9j}=;>dm;EflzaI-H|noa7q4D>64!eUPpkUS
zn+ts)QJvJjwCkvNGI{6*7o#^2DGj0K8sW0emkj-8&{Z^wEnrqd=2Dt~S09W|g2mWb
zutZSOU?n>Ju<*IVLFe#~pbmq%8`nEVg6)UeKk#fmONM)6Z3vsqMjBPTN&AcGDJLA$
z8gVlcB1oJ2ZN&`|YTUd{CVq}5fv5gJ>a3yen%|b7%8=3Gd%|<(uapd<=O5g!BHjx-
zbP61j>O3rLCUtERqW!SY;sL2L?;7HMjs>x3>e5G$yl#>`e=i}&*w}iyk-e{3V(uvJ
zMgZBB`xo_m#p+5Xgh;(G<nDVew?{WEJnIS6juNDay~6GbF79Yz#Mw9b!Kt7?k9i$1
zolz#sG|6a8qFMauuh3W1A>~zxqXlQX%YC6z{uE<MSml3ql^>tQ&12Rrla(lV6K5>U
zFUc#qqF2)oat>}#=YrfnUP+ZGgvdkk%^6x&hh2naq-iRyyR8y1%r068;|s#-f7oN#
z>uf47rhDe>&c2&%_`bLiMuU!ZZT=A*ry|B}v)mr6#q2IJ_#%H<2HBuA?Qtol9Z>sV
z!Yz>AwJ93?!TlBDLSW;1ni%*O=$V*0A_*vW<18;RLH2dI-(}Hzowh6qC-<WfW3|yF
zz)yMh?9pW)xM`kLTRof;`eh5qdR&)|96@XtAJx+4bcHO2w*C&bg+*+YY({-3-APiY
zZ=NhwW+lV7r6}C8cD@>sqWLzk_XrtKaQ)e)gYfgDOWy}ssr}Qb2G70MB_pR(o&y~Z
zR&or^{Tti|_YZL&H6^x)&py29meY<CS-tzmcC|R3s7w9KpAfyg@+%`I20cUEmHGCo
z!t6?QW8QQDs(WFBrPDxJ*D9{HLbx`BnM<k!(Jc8|!531w(B|#vKIbUsdY`dQwDN3t
zoFPxxuHzlsWr%k|(!Jje8+o1h*igHF{f5}`0pT#a4ihj6lY%yF=Vw9WKmFtnAGd#X
zQ9C|nHr$PMlch@FtgxZzLCQ$S(Q*^yh@;=x(hKg<UZLiA|AXa@(UV&~NS=liHf9+3
z(*P{_KTBvdI!69viV|%Z(&X27AZHeGbu{MIeD%%G{(pakzqU#cMF>$iu1T7^z4jJ?
zTTy6$iTL_2{7$v?Pu!fBJ-pKj692s;e&nM=BE)%m$QjKoY4P-OMKQ^)H_iHF+PA9?
zZNVUhqQw92T@UF4fK=5WzVwUce=n4zi3bcBT|eaieofXX`Wi<5zn{H;n(+UQgee@K
z>h{3FImQ4Q?(GklVYhL}|F8cv!2VE+`=9j=Ak%Jued>RoP>s{<mK1>yT!?^GST-|5
zs;yeX!3yHP4~i^*(i|*bqVr*5>+dT50<f8{`1|d3(1`f&Ka);0Sp5N9ela+AsIAt9
zifw~`!-OJoR~(fFJiYT*zR?dJm=X5`<kH#RzQ^)F9x0k>@_vyA0@eUl_4QMqhHbSn
zMWe2t@I&MWMnZE})|CdlCGuAq=u`IOlDzF=ZJqx<{J+b}3?b+HzaL2+M)KiYU0q3E
zY}Wpnot@n>phMrj2z(mTYC|RNp`0;RK<;0W`&w)NciE<~dH=s$L4woc`sM_cIBIJv
zD+u@yQV`%D;&qYIdG`l^rnY$G{0adCslwB<-Cbb-*b(o`c|ZwBkZqH**FKE^yYntc
z?qteSdjA)@h;<uwU#1vd-sK|qAICb>wP66^t;;PDxM^>(28j#*P#-H}FLOkq0p8%?
z)}JISE&W=V<N@|Ane|yeK>gjKo@{zjcrzqj=w|@5%I3ujo=?lS=nRILUEJFhL2EdU
z^iJbJ&-F+EiNnBAH+LRmU{dpvpxc{r#EJ~vN^ao&<C#D=tz0>}TU#kWfySw^1c`qt
zK{|D4OHD_j0Z3<cXQvB5E#iRp^y{W&)pM%@ITqlUsyR7m2COx;(ZPcpi0a_{ey`9i
z6M7TSgvbMTTk*!h0Vx2qvG_6gjqk;9C(&<(3uh2mBwL$q5%Bo(q=&!ib>1zlP1dy9
z3gi3r`NsGM-<j^?X<y6ZZ)lJa*Er%>0|+ruOfP@2ZRQ4UTQ}ca?TnY3)Q*9XJ_6)G
z&vyamDmMr)IPIFxN2+Kc#~YS6GW!QYA!ohL08+gPuAt2g7--`nU5r1eg)I8O@o<bb
zg7de&rR!XPm;b&#M>l_Rsh>`30_=JUMa%C#g4wdZ_d!@S<v13pT+99Mo1&7^(!YM3
zH0>B3IUQpU<!%5@;G3q~tJv6OT=A63M0vnlltgw@*yoQ5O${EiU+6Rd({8?IPqZ?1
zsiR_`r>Ag={c0o!_}R{Fkp!EzEElwaz;Zk$)qJLH^l@YijDOR$ok_tlxdA*zcSs;0
zkkR-nR+)b{y3EO4c}9j1{a05NBq$4P%k9mRTawv;Mk5Pur0;%4ws)TA1xZeV6ZouX
zT5C`2Bu>A%qIlEbw+Xmf_K-2~i%!}DH~Y$sPvB|uMuNt|k1bo&j*x+lj`wJ)i*Pu*
zamC+xrqO>B@Y_&+&iz>u<;~4`;JVwzi*zyvtg_*TP6K$JO+U-^F5a><N#I-*4Xtf_
z(2DG=HNd?k$qnRPAC``T(}(T54SyFVN7es0s_1lCZTOuC;Dut4P4IQxu`U1V)KRK%
z#Cv-Ks3jf=-Rui(R{td7zc5~Zj2sZNRY07tswp~7MT7H&b?Zj_`J*@GjW)kUfwkLK
zZp^<`CTRudGTI@=5a@Tg*Ci5i{mQxNXjB?}PkUe*0=r!R781|y|K-^T_^UP_E51++
z?15KAb84npZBI4W^jpU;MSE|I&b8vPlpoX3vHJmJ3-B_2`gI`Vy$;_53(j{d-V>i4
z#(>wlJ?nO)fzJhea~h|a(@v>^sw&;`2jG}@R|}JDj@C!0t|V=-q^7+nZ;kLwK4Tax
zm;dl;UM^|ui3L>F+HOtMK|<-o>>)hcPd&i*qjKDecCJKw9r-Vxjt>M!o7CD{1C~bX
z?W~o+AQhYU=O8EE1MHt)ls~D#-13p#FTn_H@LZXHr^dWCWRf6%dw^e0=i~n4;}oY`
zw1J5?LaK3&7z{?dYT(H{JUX%lhyTt6AYJ3YmyH2Q6ErOeB0e3!_t;%gIce-3*vNU{
zc~7wly#f5#s?Yl8JK}6F{wZbyDn0Lt;^=N#eIrg6lP@C}D)HQTuPAQzSZ>08k}5LR
zPx~-9*3rwO>E`^Ie@ibAZ8qOrkJ+W0L-MPgq8$1Ga;VzjFBcIBN!lL&5r@}+802!J
z`I?{lzS--ugO!EbXHu!+m4h4rU7e0p1^+)aU3ol|Z5JMI%9fZcd1VVBd&Q8oFxKof
zWY4~gElbK)_NB<4#4wEIMMcJvEee(FdqT#Rwd_Us&b;6E`NzyN&vM`MoO4~*IrDq&
z>o`EV6#QP18U<&!2x<n~E?aW-(i%zUJ(p&Zu&gZHIv>uYCwncZ+5Y3{74Y>Mb<A@2
z8qk%Q{ua)#M#_Aw`~3e8H-n9h@BWQ;>FYh4WZ%2>gXHr%ui9A6zrmjEDf&vW?$u+3
zO9LD}xyiT_uN}Ko$}#bNNn|*FD&uLD(e1ioN51RehYYc#Zv(l&2FeO_6tCOtLIAw|
zGV<W)5hGQoRq|y0=6u(?jk!)fWly4+DbbZhahKC}xxA(wVCg3ujmTY)qx<(!-)C+w
zS{}<x#sHfcDOe2>TdN!as<Vcu6b3fS-hs|PhDh4Itk~nonAe~C@+CvyTAkpF=EM8z
zPZ#dh0vJ|Ih3xySe{M%bMMeFbP0<GesD2A57^|L-yqCZoyk$tH64I4P5F}nl2fG>`
zn&j0CE;@W-Ua1<;OT!(RzJ>dH(Q~rl!{!^03AwK@K?rb2@LKq~-#-I$F^ZgpSi0}9
zJsJ%7{_b)#F8jTSJ9-4ceEYTVHHS7ZYfVfOF(F?XakYm?&t~_F{6sdmMUT{iue$AA
z5B>$q{%Vc2J$F#o{2g8Wz#PBY-N`@-o{f;gg)0;j{%yO$WTT$psi_{aKh;jJDnkV<
zyl{Xe2kP1hl}ls`oYz?%Z(<b>wgy&)%{?8WIqpzrNxQL{Hw9g>`|KGx=~`MoN-y*E
z?OMa8UNw9x6$d-x`q&<GUk1f31OFe5yOofz>0LRBfv*#F$$Fw5cx@Df+dIUom!SvC
z|8fWT8;RO|PShoHW&Pe#=@=LabxcB)<!Z;YGit}+57T%JzC4it8U9I_Lut3+SCD;`
zN6n3ak7G%$Gl)ZLmh@%(i9v@Fo;Zv5mxeH+r~gT2?NxJ?=*O5>xt0nLr8TcVyOZ=?
z#C;|*gI!F_HLGe{rK(+LV6b-ZTfD%eGrc+c5}tQUwQtxj!{PSAJ>}l)6)#KE6NWj~
zcar6RfHMUz4@76acA5;@)O{0jAjhc?@FXZGD5^{UH|PC0;zxTtAcc{G!}-4-tHb^$
zyPjSQ=jG-7;7ZhX_bLmlhKHGHsi|`}Htvk|Y>TnR-*DntV@bemIypI|wAkcM)Zb;u
z!fi5bb1i)NVkRsklneHMNqx=*GaZS>0Rgh-&!5+F_j(@KPIHqXE<WCc^gecWaZw9W
z22XcJTwz6A(dg2pOPZxa$wftii@tK7K77c96S)NY_*^bGuSozuVpSz2rK*5+TURVL
zm1t;UqT%A=GP}B}`|#nz)U-5od3kwwu#jq;)k{G{wzi|A0FtPm{Ujwt6-FRPG}Ha~
z@#76+V?MY1l9E`f&;!4X%}u_?>Z&4`GM<!={H4Y>Z=z#kV+$~)T15kfw{K6|aFU+%
z8JCH%(lx@v+|10(YFu1g%<Syir6w=ewlvOkym7K@JA+uAYPSC8vcWEGqm_Ob&l4DZ
zWOQ`r&U)>#Sa*%b1iqkvpIzQxv}DNj8Bn8xlT+t>9xq9DR}HNu70~kz=nkk*Ss^O!
zVmq7NXWigus1}c!d;$So(j*C69?@R_aOBfSSRv-Xx&R0JyN2fGbRnuA;G>FZ6@t-i
z$oyVsDa8>Vhm&a&9vU}qvivzX$QyFKXiM3A!5+>&I-|>smO`Og?Ju1}p)fnK#R(So
zRfhWe|Kbh9lt$ukQxE)7$ydh;4Y(3(LywdaxD?|cK>g*XJ#bvo>nRuh9f)AU*P@aV
znj(E%dpH%tn-?-qv)P@6)BYJ)pl)q#Ef}+00B+Dq5xB-ksiv+@Uh{+z4P9<2b{LHJ
zOgp{HI7Arl<;zS6uWxTDC@CqgGE%;8Z?^>${B^K9MKxE;mHz6LBpj=~E-Wfai5MIj
zx<)WMr>JO&QI?Qk5Kg0=3O!Op@F**Da|iu=Sl0dU7}ZZwyoC1ZBaSPl!+3ba#ZP&A
zd&~MQrS?Zl^Vgm=&ke4gh8qwO9X+#Hgd+o~fss-FvJ%(b1h<gi8*`&XH<O}mDh969
z7c--yrr4<_OEVKIt5cqyp44GH!JZpH8sVe+(Vg~}T6%gIL`+^#B0$jmU5Y7B9yYmg
z<0`=@uc5)htlF`QeRg&h@dW47*Vh*?^H|0Pl||u&m2YQ7n3<bbgdE(zo`s@^!NtVJ
zwj^-MBdVt8o+~4QmxsmF&}gmY=;dwtT5cVxh39!ie{$s^q@7(|ms0O)T4a`e!lDKU
zIvF3ZC=nSxj4~oOaChxvdSp~o|4^w(Y|Qt%g`9l5jszsKPx<JNDwG6x)#y`Ne!DAU
zs#;oF_BG>+P*QIJfoQHmu;Tg$1_*C%-MW>Uo?iH^Pa&wgqV(lULCAzN5?1{AeVP;$
z6wE9v=XK4TYsN3|@`e@a<HXx!B_t9jLyv-QWp#V|R?T>k-qURC?iN*7qaqVmrhR0p
zl@EXMxe(3dLJu1T=U2yTF38B#j07vJadc#7W@^dbU0bPY!sAt*QEvQbJ}Uf}BA5bs
zir=B3o*|J6-n6x~F>`V%Qa5t3H~k{fX=`ia`|>qX0F-c{hnZmKC|WK7kn-zSz^Bg6
zlyu!}xwP&aMIE&bpKgzufw1Fr-$B6e@g}%;jGjgYgZA2j!a#@VHcCcjV0(EaRx>12
zitQvbE35kc&T7h+voA(uk^(Dy=bvBRO6QjKnY|j#z+Kqds&a|_vE}gcCX+C4Sle)6
zKpw@Rbe?*C%jF)0@GKcm?M|rfk4Z>KfUrB>nIQqb5?UFz#1Q;~f}Pcz25Jww%CL)e
z3Vw2&cs$;|qXBeN5O|0}AJeJ(8+fy|j#k+12af^}NoHQJ4czr;9{)~{Z0UD3tlHYP
zSk=eU(b7K2%8HMOpme#VsY#9Ugr6LhPOu}dRhcr29rNaXdf6#KYW^G#55myUu(-5z
zx$*^m<acunb-9>7I=<9fL`<x$P&eyIYH9?8!0nxtF=uDztHHsF4|a;K*VWbaGyT)v
zu0AHS^?VGAG8IktXjU%v#l}*XV@gSc=8EHAnzv;=zREsgA5sb$>+GZ(DAY}Hzx#W`
zLE-4n=4hRdAUOE-IgD#tPpMJ%Ihr&Gaq5`(rEza*;O6uGdN7ZXx4jeU>js@;am|N`
zPPqD!a=6@$n>WuXD_d9pfp&-*FaZe1sKLQO@fsF1vLk`>9eMR3n}Z}5BI1Y!Q|KPe
za2BC&ol$xO>KJmM6=Ij5@hdYkQ&U$L?eCA;SsjnAnF={OUhSUZz6(~rAFLR@HU^%#
z?D+Zn9c~8)2eO@JSXkIzh=RDQhnxDJn)Ns$1LDk7Ej2d-cgFIrV718$i))aI%{zI_
zt{&=Lk21+SB$<e-&duD%1{zyhKK}Gcdu5`&rgIz4_sMeM$n|xs(7huk^zOP|pU+Q&
zT?J1)KR;=Ysiw!NsmxVGV&1D)i~tU5Dk^_%-B(N(z4cdqUktfF0Tzg_%*uP0w*z*@
zoTlgI&J$CTk|+RP0NZW@DVtW>Yh~;k%T>FJiT(1N7l|YOcy(BMDL|Gp)Z|V4>e5hY
z(z9nkEs5{nt3jB}44GJ`&C6Drijrq}id*SXYHF&-xXIpLAqGibcVt}P?$mOe#^B!0
z4~12+bb%C_FrM1M#I=p^ruzjQ27Vd@Bdw!G=pK=A7bsX$M@QAyx2kL{mPt?&x&{`_
zA)M~+?v;M`8@T{aB_$c1dUD!8fuA58F&L|>pTOtmBbk`OL5Jz5uS7&d@bL3f3hL*i
z9>y&>LocS*fA!f7T3TBBWlq80;Jv!OR{z5mnm%#d0|wI`*lh6qWe(%9fkG8%rb%a?
zZEb0JIVmS6p)qimm!DtF%nBH~t+Ke7nmgpzwCc*-w+j%`=AMm_Nqic%&~cDte=Ny%
z60|iJ0D<>93H|w*G#x@Ra0hz>gTXg6aDawRA^LppJ!etxPY*q{GeAw`^1+3(1H(1$
zGEg`TEsnQq6ZJ@T_PB-y1yQpq%`e>$>yVYBje#;)lzEYV^vw3el<D67e&?a}ESvdi
zS<Ro^9*cXSiwaTN%;-xsRl>05<_gjJ+O=zyiL0lPzxVcxR8@~5KTaiKZr)5%&(DME
zRmacG&CLa-YA?m^GTj<k<<QCMlD#>~{d(*=D3>azJxp4M?&38EH?EG6R1~tO`i`~+
z^k?Vh(9M4~;#Y#VTEeL=NJ>6Y+WXGOo7_<=VOOkXSkRRvV+_3*X&IUNvn?L6cumKw
zTYaQYbxR&trqidLe@r%Je~BD;`d|&B+mQLA2TH_j@AUXuy8#k8QRfrQ%g49)_TjP0
zx$c=DEb45z88MDDGh_M1GZapRa?8RKY7WP-D7c6CZ{KWa>FEi*y$1cxQe=g-(1R-i
zem4vWQCb~)9UT(`I4vY77+rWhQ-y_v#Ynz;fdkoBVq7F7AP^OELb)0*lw4kSYn`Nr
zl?TzrkASr2pP+-wHg5InRC!ISRGO6=O|&#Lp$+*1b+Sn4MN|I>k9GsV6j>j?lS6!p
zLcwE|4yoDMVh8)BFPrd-14TMV{-@ZGfPYAuu-=f$(N!s@ZjL>0xsNSAh>{Qa6R@{E
zVjWw&nY#s~^8|<Ewye8@9t*!8BR9z*gB`sZ&nlLj{Tx%8MoULm($tg_vxhT460NHM
zqYF6Y{e^thRHN%F4xqy!BrE$=SVV+?;!+6cbyt~dNbIomq`3(<8jVJOJn>7;mqXSa
zl?8IK56FsTW&NEA2BW^dzFz4tG&CdyKw3G51y5}qBob*a$rck+Tv!-ImeeC78CX<S
zm2QWRxQIwR6vWrnILw_AM$<DgbV7eJA+r_kCATMV>iE}N`b#*wyAw>T?nN3I8xxde
zAu<&iD}0A7RnYuB401+TgFS;vw-IrWcO>Y*MetDn0^IbT{gC9b3_TuJ$Jc*rByzO@
zXihIL$KRd2M}=VI;CQ63^qUeOHQVao%CP6xS|o5o9A}R~N=iz2TpX>Gw6s>|psO@=
zv?#On7X0@?d5zb2c64xuo{VoJ`3EK@H?^arrCA6B!iVnec38LRB4l6zfsj{Q%XWBp
zsJJ!*b!;4Ghd~MsC()=xPeaoJ2~6fT^BRvlNbfKn5PvIE&CQ*w!9hW<{FX7Z3(zIN
zjR`}(_Y-s+Iss|&1{TRegI_>^EM0|#X%UjpOnG`;fV}11JJo7Sb@eDIvB(yis}K(v
z`?I4<UYql}q87D`7cX99q@)0jc(*>&A>Xww>pCbD1nqE8%9{H6(L=7QRk&%dU<Nf&
z%em*=TNygIoC;G>fR>nqgs2|GDMoUKitX$tjw`(&TD?HM+S}Xnh>DgOH)`zBu#iRj
zsKML+zId7?n`cYj-NzVr`k#(_Jm<(Cn`(euuHpDVi1>7o7^tHYpEdFCPJzC%cev{(
zChZh6npR2E(-g|e%D{0{IXO88hqrkDJ#)SaGx}>&@LAS)Lg$6F=XI$DB{zg4A|vzO
zykVD?mOj?6MHb{0d3wy~Kff1nAhY?@A3d4;;y1f70&|llkw{+Ct;a1I@3TP7G=cg=
zt}=Ft`FKssF){cU(2v(jhit+8+j7{?#a7?Rzn&Acdw7e@_wC^SjX)17i>>c{n&1nv
zlRp@&SIhxv3sQDsiRZtQFET3mwz^86racs#eJF5)Jb$|~&LfLN@{7;9;B!YFV_hs0
stWO3<$at%?k^j#N=)uxwu=m%k&^s@wY_2S1#UbEN3$3U2Ld7QRKRUS<uK)l5

diff --git a/examples/summary/images/traces_neuron_activity_Social_D1.png b/examples/summary/images/traces_neuron_activity_Social_D1.png
index 22fa8def2519bc750fd69897ab66fa0afba19baa..186f1bd3595596b210de8d1e91c0577ffdc59716 100644
GIT binary patch
literal 130
zcmWN?%MrpL5CG6SRnUNe@F(4{?5;4Qk`c_o>h)dTMeo_iOSZMnc_?-7>-ONe{cj)G
z>UgSoQdQS3Mn^eYF+Lm|9n}Qh7AWijF=J)Q88sS%o*-ietE1MAfm1GIj7_0>%-T}{
MG5eRKjeCgV2R)!D_y7O^

literal 37167
zcmbTec{G)6*gi~ArVI&*h>Y8mF+?(C*uus}GG$7cijWLjY0H?IWR|eaQ-}<aAw!fo
zl1z!B%w*Gd-g@5m_gm}x=Ud-eJ*yu3-uHdo=XDOpd7Q^36r-zgjOr8>2?@zDElo88
z5|Tq$5)#r5iX-ro`+@DI@Ryv&<*Ocsw{Ljdvv#*9(XsZp<9yr0`IgNYFMId9w{E*i
zipq+f6Fzg(!{g3fc`-4U|Ghx;w!4Fvba_=F+=TLurs-W05;|+-KT?8H-YpW6=u|B=
zWvqAVQrf*#M$i4fR&jQ56ZX`?ueB`-DEjpo%AXUY#y=@G9Nutfv+P}4cG@e*#JM;$
zyN9JaY^n8@P=xq=7YqwKA*g+HVf<dD*2N~J*k?UFl5tuRpW^)$IopNfo^|q9zV39I
z{53Ma5rd~cgr`@b;Nr1nU*I6&f`4mPt14fnfPcmEoWLG@rls=#>jx5vw+3>RV|g@V
z@mZ?DxxTX1=iFyC=cLoTr$ejLM&{S1^aB1c78DeGy(4>PF+Xq2%Qg079KT+B8;e!y
zvh~-<3(F69v?xzsaQ!SB!FIm)3u#-Yp`K!pWrI&vP7ZJJ%o!f$6Ih;XK{2roZLtRY
zGf4+^#cx}?;=Y^Ca6PTPz5Q=*h3^A-bfT}m9`f6oxaX!c(v={zlBcvsc~&D*&CN}`
z&hy7(LBm`g57D#B4O^D=>;2jSVq!H*sU*LNYke~hk8-?Wbx3{4V&%s$VsS5Rs<9$-
z;PvSM;!1U7VZ-W>iPcn`-o@tk=O>FkHRASs%<nXlf1hkpT3uWFSmk8G?m4LcYHxFV
zK+3=u))BQTIeSO;L%FR64Vw(jQ*(F9#+`3$6SkHCd!DHQ`#UGkT_@quk~rZykgM}(
z<VV|po>E$i$tBHIP4n(3I~4r%ZA%b!Id1O{p(8mt`Oes_ys7M{i!J&Zr-R~j<tgEX
zuQuTnzj)6aBmVhOI{M1(tk34pTRS_h^(*QMTc7XB?yV2Fz2geb%*{Qbr?e+ETxt~+
zb@2~H$LV{iE~UkK85d8=dkB2-{iSHud#_h+{%f~bQ|q_)DYnbIeF6KDj^p<x{ev|)
z{ZDL71}M4KE%2GO52nj)3>tnM9K=T{?O**=edGP92oA+l<mBY9ez#D6%+up^9<M$&
z8Sq!}BJsDX)cNyycET4k=-|)J&W;<WP<Uz(HB0jH2wdo~I7oT^^PR&anI$E(LdHdJ
zQf@bfE{)gB)cq)Vt4gPM!gHBdJMsGZ_m5ZWJOm%pak_3RoS*cQM9haZG2u6NIm<Ig
zp&}8VZ<rVMrNQ^dMH&A;9;BBPh`-<JNA37sTzPYtE<`6qrftJ-(tj(BP*^zNJYMDW
zlt3WR2Xo@QduB*OK2<uH`INx7!@(_Dr7ucG%6&U2Zuc%4AJz2zc{rX&%gw6NgOP$v
z&DPeoE;wtdW)jCJ`c#{^_bXt;xoJ8~2;V(-{KrV?h$0`O+@J5+Z67r_Pv2F_&X{j+
zS9b$9ry`l|<j)vXsCJuCpW50DqF13|m1teR-?+Pcf%KB!<|hZYCmGSzcoC&oPv<Z7
ztjI=1D(!ol`z}@KM_owM{p>yS1nueg_VKY-@VIk#zFs<U;zZ`%`Ci$z9?5K!)zQ-)
z^kHFPQseUXmLtwaDI5n|Y7TXa=VWD(BKAchZp9n<9&z&T9;X_itR7q!qLiGP`Rh|F
zoc@?-If}~h+O=!HO9S?(VZS|k!qSO;f42hu20NtRKeD&G72Gk?{QYD0%2Lgw`cjko
z96HslomD_cNEL^>NPBVnI&pXM@9<CC*_HcKK`dvqV!!PU!VafG<Zo}!M7jNLKAN4G
zdFd8;u~`i*+>)=Ws|$1WY6!B+zncCweoLih5d~Yro1VYZr?{2r(3k$Mudic!Wu_cF
z?0sXQNoo5+UPfez#cOUQB~C@(%~rYj)JMt5rv{wX_jiB2onO0bBsEfE5uUE-`~2Ro
zFZvx=V`Fs}-_=fj*iCwG1rCp2UrrC?>2);v?>^t${g!h3-2GKM#0O8yd%XEQ^>*cZ
zb`&b=hs7kg#LTE|)Ma~nUIh-iBXk@Qrj<9IHI}Fe2nf7E5>G{i#OJ$xid}soByGPO
zf*#SzQ$Q#tUAR}WWXsbkYK|n<mDQ<W&KAgdbOGCsa`u|`HqD6hN`IS?Rl^c(_Wo=n
zNjovOKVb`=>wcPDR`y|i8+?C!`F=$p{UQDgKM7{xs}I6O>nI>|wRUg@M5MUZQJPgd
zH@~G*iU<p%LQ>bO`E*~5l~ok0<P8!MTG_88-F<7#M>(%gHu}r{s$Uc4T<a1lMWXAe
zrH>$wR?FVjWYmD}g=0U4i&ZTxIY^M*Z-#Y7awz(IMIv6_<NJg2U%U_JrTd`vH%bGh
z?ltXN__6S`78n)YS+1R*?$;J;gLED7@bJ-Th=jM+!KWXCpPTz{41NDxD{1Msayiv+
zwbT1Yan18|r*A#a?#QygT4`s~H#B^-`>Tm_KJ8xm^wx?`L()0xL*Q|DhKx+IoJLAU
zE9|L}JoIzChAt;3=kW}ZfFAXxUC^M+gW$CNQhz^5Dd1wH;^x(X5pT#}Uwbe7YIW;4
z9SkXpz0kP0rO34MH+biCVQHg5$x2=ZE{su6fnlP~^R4uV`6KWfo3=0}?_UjDciu~n
zoJ<cGE;2nSVMn2RamVhJxoG|F@@piz=qbp~K@u4#Z`0P-XTWW}o}8+kPk*~Q*L{!^
zdhdRHcoca=g{L!q6rC(&hd*gExcYjz?gtsk3hc~P`6x^6n=8|8haPNqDD7MO{Cs{H
zNg~t3X1Aa0D3sOCZNb7RNT!!x{~C5ynu(Bv4{hEjOLtX6W|yBzoCGfyRp5vkeSPnC
zkAGodAvwv%+Pe<r4t*T<yPs?Cl9Q~!S5f2bQJi9rkFoJ3r=%pfJiK&?-D}j^=FJ1r
zuIlmIO%~r9nBJ!=nvu{C4Gncwg8`{Yrs4kmKOv`#Ktc)^Ys6H;XQ2=bVHf@X2o&c)
zGJs`0I7~|~A|le&2xWpmat61*;{eD&iTL{w$(b*HYwwdrcw)~+%Brw?d{EXOe=1_e
zM@2<NMj{S{-VN*;a_`H14Jj$9o15e1w!wE^PfX((busNCczUQ7uSm|M2khVHQY)*P
zsJU(R@%6o5gkKhC=rN7MuN!@u7#aDl&_h@ZIBQqW@vr@UOGiy&v;4WXE~>+Ehmxz6
z_o+EIJj^CCDB7brk+W0Y(aDLFq^+$jaZ^k{0MqE|;?lM}@w$8xx0_|#5xEUn;aC(b
z<0$U$?qv4u$;R!0jQtn)i^|IxUVAO|e<sOnY_zO&`Sqn?rBNY>?&3CyZXTnFm4DTZ
z-DBrJlW>ti0eg$@6EQS13y1p02}nh~Bl5He=RHW-*@k(#T}@F6tC}Ru)odg`KUE%G
zoA2u|bw~@UtCOGe`T3=R4c_O?;!t6^eRm?h{WHArm85gZl}nH4F23OkW)DQn_{kWH
z#cPY!l0gCK04I~)wE{!|c6&VYR0zWvKomd4#x`?m65dOCME%CQXfC7__A34LE3#_h
zfISk>RouXOEcBE2UED3In5@6Q_I1O@4K~^Fnhk&$aWonoFY}E~iTGe~(ea?7OuoL_
z?y~VqO-JXL*V0%Jc*QA52jQRkuaMOySelqT{VgZ&xroor&3)CxiGRr?$4_7uxrRsZ
z#>DG;!H}aNh7JDsEiSYyrcBu1J)ZmG1=)j*^Ygj6e4o9>UBc+{>+9K>n3zUuZf8sd
zYpALo)>T+h8yp(4hRxLfQh=lZ_&Ax3#N2bpDA^@j{Rw*8({;3r6z(5&JktHbZ76k=
z8D`(C{{CSB|DJK&BE3{<*&y{dksL34W~9jUFc+C?!^SY-2ag8X&(ZR;S>jtu<L4d6
zAt0d4y&){AkD!LPcQ=>9f0Q<H1i=35TUtg^GV*;5<xejYmccjAE<i5i6l+*Nju;^W
z_lI)pi?5iuD2r(A?D3wI^LmoQ??z_4UVkjLQkq+-avC{wNrlzL%723iP^zrQ_Yb6}
zFL<e4zD&Nq`m~AU5}M4&-(QjBM*!IZmz81f>e*-L-ur}8r%s)-X{9jto(hs(dO2XQ
z?+3mqLc}$#{sNzvg2LGG%pv{R>bz?y%_%7glHY56O187_V#K$a77Gf`0jx!K?BoS6
zVYIe3m)3DWXzXN%9uoE%EX8y$EJ+d92lSBg>Zw$=581}CfQ#e~aiwD>H^sGul0P-m
z+0f*WL=5D3R!FIC!4dLlx)V#Q!RdY$x9eBh368NnxZS0rZ?+E`?D^)jM>?HyB9i?6
z`iRbE?By+}W}+8&W*L#po+NI2q;da`li?a}zBkR*m@iG2A58t&`t4(DFu&}#B-`Js
z-D2aX-dnehRXK^{h~CKi&?&CdBiO_1^$HZFuTW=(_tG>I;nhhg0{R%OA@T%-g?qLq
z1^aQGa>~-T`gyJ-OLhKUNlauWLh)&XJR9b}yJ`LXL)NQbjl0Kn4<`ySN=Q2Ns{P&H
zb6fwY!S8YLc#2jWU-N>;bjDv|9<S{mv)c_pfCs1HiP&oC^XGr`CQ*?c+MeP38v-Fh
z126t~YOCC;3HN=Z)M{|E`O(qw%`AbGq#uimQURYz&1((rE3j6(j6a5acpdBj9fek!
z(D9wI*}1v4dJcEbn^0Vnhm91NULkd9sK7{nJg&jG;`>g<-yP0_5|0#AD4<jTo@=JW
zA00W?(zL%J*4>Aopu-e6r9oSZD#wIx4n03Mp4Zh~t4#-db(H>u&<e4q0m{(LTeq5<
z{_fq@$#HECBv0&PpxfBkNRo7*1zS!h3o~eWdU_gkFvdE%m&~z*3zgO%4`&f;cPedo
zjJPoZuK09QLxu`X`2Af=N5TX4*D?@jZknjeWn^UZYI{0-1@P$C@(zx09|d}fuZX2o
zMALK~u+-n+hXchAkht{T+Zb7yjnk{v3L1#$jN^a%YinkugLA|=V0$W<ODlGPlh)W9
z@(dKrY1b{&tcr@`Gwn~_LJLz&K`wpa-ZHi^F{l}eU%bn)W5>K#+E_%CCTBb2Rwn=M
zv%rFfQ)j^Ul`}5-pY#6x^;Nr-nHhCPU*0Df=h1Vr?2$>@nGvTiF#B#T8xgNcSoy7x
zUo$hy-uw&RNrE@?0|3DO+4cPXW=+#AoNI>fvfSX{;PtL}L6X4AFMlBJH8}3`EJhv9
zPCQFr(wo1PpP%0hIa<fcgj-5l8o^|TH-CP51p88|)gXrZySF9#v+S)i`)RJt*t<+9
zNg3DANM~RRuk`&(!-WUewUP4K0=IAj1i|OI4|VP+<d?TEZw)w~6cL{RBO<QvwlQQf
z11O{&@=S<sn!GjKz<cfe`Emp?-|dwnd4PZtB<(;%i+lgRE^JwUa_!rDRfsF;dB52h
zjo)B%8we_hj0p6JzZ1W3!L+C4Uw(2@Sa=b4r$@ZwD`0dXq>*DdtNs;fMgbHc2_L1x
zqi>1Zu?Lu|Xzx^|xYEifI~{WN9N5#`Z>0^~ofD${Jo3Pl^S9ff9#fFWPT?6p6q<;c
zdwjh7Y9Tk}tB3pww87cWpC4j7@A`7x9C4nN#lljX{uf%W{wx;i8yi1HdSieN+apc;
z_Hw^8Z|oCyUafWsxqW-)U;~B>?wfxLAek(0AQYToVto|)syB1))_~w%&BkiSFF{|<
znJ8=;hyc;I!F1sHlz$<6VT_G)?Fx*r*sqCZuFYxpzJ!J{@=t>`+5vkWSOpqE*}ud!
zQWDzW!<9GQw`lRF;bYEfOb1enUaE1OC<7Z4Aq^$Rdr9-B-Z=#Rp)0?@WA3w%Lntln
zsO-BK-qnS+SaC`aF{>76l7y(b+UQps8;^T??EF^%wnIOgZhqvxtoG}3EhG3WdhQn?
zI}&NObAG<I>pYIs_`Fnibju91oiChxtj$O+^*oc**xB;^)xb{@0^4-c6*|LI&tX#_
zSd5FVa*-r`ac$hWF)@Du4BZMoG0H4fY;ip?UR3SQ*fvDMJvZ3$u>O97n5R$qeYTcG
z5avSXMGK^sHgXp8GhN-?m-Y2y04xVyt#!}&KJmIHN#3*I+fGm8uf>I3pEKlI3y=<`
zp<`x*>dA8d{(S@lP6Lne;Yv6Q_x>n8LC6FEAJ79eei8Ijqxhp7-e(rYNv1c)Z;v>e
zz4j_ba-%?<*Ai-VbyY2jLlIf0z!#q%BJXk9iNXxF?GX&FHD>FJL)r@KA5<TgQ>u@+
zER9u7M@aV4LlHayef@N_DlG#9M*0m-IT<bqT4kKY>eg+*-qS7AVkaQIvA{*oi;AwW
z-|Z2%0Z&LQ8Gsxl3?R1j(<ZPgp$h|f;XoRplu8?XHjV@H!3a&k6ZwvrC?(M&$4>De
zYkMkc(K`3ks)WsD1^x<yk1S8Hu!Mu%L#Eyahj(!JUb$~BCNl+gtvPwo?-ewVEdGDi
z8NlH(y!UtJvrFzNlvA$$3gyvy{^Eribm3}9WK09?@KI5n<LMWX)%owx7c#>V!v56q
z^TfSds3Jn!lqz=@;j0c&h_>JVa({jbDr%@i4l@%I(z*QhY0%I4qY1q?`&`;snf2j6
z8$W`fHA)G%{HYbv!?}QcKR<|zJGJI+IzRfbn@i(IGx~xL(<#t{_t&^U+iwc1U^#i-
zmEE|+Je2hCkr%$QraIc%)PL3&9x46Z>C3gw!M{lH8d_zOc057EDS7=I&6@31oA!F0
zU~0F5-~{M(QTs=1=u%`{Q~;DbreS^FbE4}8beDNA>t?IzIu#=Us;1s)p?vjse^;8-
zkOz08Fa1e<y@I*dC;J5sDz4mF^PmC%#HMjhg9Lr=?^(e}vdJteq5*5P?969Gl{WsN
z0+f74{mH4Iv<vs9A)wwu+sw$U`tTA7l<78Tl){0N8{2UolkR>h)-hacMoK0W63pRq
zGg%{EVbX8yNo<CZzWzhVTrcjc0oC~P%skl;P+V^CC^eT1c~6w3_Z0cd>T0AtYFFA{
zp>zIJK|VJ(CkvkE2DsB^w9J}PaUR;^KtOZXq56&n{N0Q5r$l(mP6>Bi3<HE7{-yMi
zXmA+(h^y6AfPiqDDzQBLH+IMmkvdP*F+tC8MSvfESV6``wz#<Xp}}|S)nRYRC#m#U
zvl`dSP$uhwmEmjAWTP){#VtIa`E*H_0(F0C6v(8k7cY3;XCt=^VS)}s-^eJ(l;omW
zC#5oP%?`lrgXcvHpJn+e|7oI(=U`zZ|FZ~u;K8bRwEn;Ufaffk5md=DS_XqI;1CNO
zr;ulBUXkDy+=EsxX!4iIeuMKT33ebU5khD{7KNCA-pLN1SwJ9sAo@ZVj&PKb7yo>h
zdJ=MA6?s-J!k~A9C2=j|Z|la0)$Lc+df;%-kjDp%3=dZi{XQ_-^LG?<3CaIgt)tm`
z23QbkSArQBY5Z6;tYmm#cBA7<XtZoJo}PQ+5k}Iwh3wUYE7DOv-u-Sw0N8?o?msp*
zw)!L=*i?8fr|pN^kIz=WTYu5D#!pT3E2etsxVVVGZSPL6UC6$MW0P@y1Fg(&$WbZF
z^DEv!Uya>FxM}xLv-$l)BuN`Pr>IaiY^+18DT=-_C?O$n`>uEoI^fncBP($xK-67w
z4~byFf@fAb^tBJ>8&0{~W2YkEb6SJp=Coz5Xm)N}vLSd#8PIYFLPvrCAI;u2PbXky
zh+(+UnPl(*K=cEewGKw`E%8M&zpjxWSBFy?D(+7r@(&y>Ket3qn6Q0bp`4KlvHH>x
z&!8?Ailm=fntmAMid*NU2xLYNm{2xn54iQQW1gp!FJHd=^AX|*ny-}&vur}cMk&ad
z;MrcP{*q=m9_jzSIaoQTVL<lplSkJuJEqUMWe$k>7ZaF1c2q3)fe*c88(lq{ANb$x
z23E5(|M#j)X6&G0tL}f7or3EG|L3{}SqX<7h6`Dl+<5wa*X!L;FR1=|foh^=LFU1a
zMd?+}jmEv8`S(E}vlU74ep$%#bZ)PItFXv)-6CxcW8(5sM#cp%EHIp0gp)tDejYfv
z=IcwRpOJh}z5Fxi-`Xy@?#P`sxN~^pL^;F1TOO*NGl~6m=*=jZjo3fykcVZW-W`5p
zifgs}w`yuTWh3?i%*S}$|GleB&eO*zY=q94|5*m|Sa`Sp{oj$#RF_16;tlctXGoSo
z!Ajz6BIh`+_2U2Bl`cV{n~ow3rSkK^ztv@0YGBHjG=BbPpv;oXKe7(pyu!cv-@9dE
z2`X|}5+UsW-eX+>dji`k`rjRAO>w6`fr0<sP8~Ba8m2K{-2TVnSYi}|iolM+jhEZR
z-+vB~a4TZ5*jA2%ui265;Tn(7_3bk8EAHpa*_H&%Xs~;1DHMIuzg?H{dHL`I?u1}8
z*)%6VmycaU<`{5fNbB#h{FxQ__LDNsCxJtL?Lij~uEe%7)i+LhvrSL<8?lVs(u$;X
z|6cY2ZdEQ^L3CEGh10(X!|?h}+ZW!ApA)ZHfc=(5h;Bas^I$53ruYb5lLy@s<W^kt
z8L#y7Qhm+8ZIIr7Y~|KS9ed)7uJYxd+-J##{I@283kpy@Krek7uDLxa6$vRt(`;s~
zgWomTta$5(U4~Ii2f0@48Lj4ckL3PP3p=&$Ur>|JBRp~H{cq0*MMbRy{p{aAEBj6@
zPxki*j*VS=k386GU@@xi!{GO0HAie0p8xqk(?pwo{d6+}%CKDJ-@{>ibIxg4nC9d;
z5`-KPZ6dlO4Jy)Jcy49<U#W>LDhU$w#JkGhMg8A5gseJ_tAB~U8fW&1wsXu4f0Y-K
z>KXbs0Fy!hys-cU(E{{RAkbnb^%OVam-lNvyHh(lI>wLZ>ZFW$w?gXq+0Nz=RFE$%
zOdyJn1yx+VD-?(>!L)6}<4?vi1QtNuIH}-Wc4M6MDEosaY#R<PKsm?9$KP~??^dJ?
z%PL|QsS?B<OT><cx;o%9pF=dqFa$0F&D8+_S85!$w_&orJaIwiEE1E$+cPK5JJKbH
zUALSFE5VT0RL*D|nBQ~6BDl0^{}e)30EPL;#PU9QpTZhVu3kp^au%eVPE7J3Q^Coh
zV&=Drz_XMGN6=%lHKN)9#Qa8(JT%jQJol^=R^OdPNaB7)Dac%`Xay0aPZ<d;jyqaX
zIgBZtA?zp;S?D3$rbGF2eNQ4ULH0yYF)_G{#m_t+BX<+czZuKGgk(J)%fVWsa*3k)
z{mkt!iJVH6%g+D8$hg0tt2oRkD^_QrCyV>PBxO83ge4SF7St0)@h6T&zP#`+6nGsO
zm@Wt^wy3rxa+b3mBnZ<`pZw&cz%V&1Pa6`-?#apbCf|-xGJdRgx33FUaaMOxi(1GE
z(?mbLn#C=HOffreRe$kdtY?$CzMFP0$5&usCj98b^I{~##?jpy435f7+AN(%HWhef
zxL&0NhK-U#c70*-b-Y$`LRFJ9V}hKxDpU4tz$2<PT5WjH(3enTOi<7-r*u;i;i^NH
zFm}{k%FDNX#Myr`*I$tBF-I}wl^Vmo)$mDGCgOd1h_MtTdA_7$U&3O@TW(E9rw&J&
zu5#b8y8U%G;KhwA@~zjx_2{a=kfLD`I?)@R_0$rKHb|C#VR0rajjCWc_xA{Gc;Mnh
z;iIj;ja~aICn1d+hlidr^ywKTa|!C|{Lem`yJy5~6GdIjqykZ5{xcyD>*nUm2!v~p
zg;@W)U#*16l^5~D>O)ErCJNir6btbye+D~RN6({Vnvp0#GIPIZbSm?>MeXBKUSid|
z&z{EIXX%Tuky7A7T?C_BJLCx`;`&1;4ql!-wlJ-lc&NCbbgzAPVaj9t0yCo@L*P5~
zoIqBhmF88+;IPqS$gB8&uq02IWZRejLS@9}Q{snP8ZDwYy&>F`B!@+p<yEU(R=j+W
zYWqcR)`%#1%GZTds@QuPXC8a0-pY41R5C<JaDtOH<qf<m3;2R&@AJ*6vbo@GA*{i;
zzuGo;pkncN_S@|0UZ$CIaxcTrB2Pv(ljq(_eu3nYv`lm9CZ=tCRogZQrEBO@v}dN;
z(z!r`68r{P5UF~z!Yyo@bXvV$C_-!jrYbEH-Kxr@*R6LkApLB=DpH{zf^lLi$p!-p
z8mfs9Q8b&F%kNh!r?V<<qUp%+2BGec$(ZgELJmyh&OBul8oF60TcLD80b8ukR503c
zbpw;%mfW4MgU%C7`?op=hGMPlVD}(9cf#1qIhMb|N~K~%pB|5xKj!zj=>E^$Sd8o*
zyyI1_^5H03;&<A0v|*f<&dIx-m?2GP<jpBbnrq4bfpsn`%qa<fvR_w+93Q>;;CCTP
zqL!PmS#;R)qT=?(Y3cH<5i;K!u0bgGM63E-kAcLD#n0}}hma+gsX(Zh;^k$yOvr|o
zJy(`WpUtu4d28Cz8WkmG(5uWmkr=nQSfhG~9Uas)wnlHmglxj{^8(D=m2N!?w~E!|
zK@lY(4%EiQTRmA}IeXke(Fs%u+CwcK6>}QSj}J^oVMSX_lnU%}sL!a-ORXdhRvwZZ
zjpt}csvuXMqv>0>>yA3`7M^?hCT7#pb`HWQ(oAM;_0}I*1{so%bQWR)yRJOwoKHNq
zaOu@tM<i!C^*>jT$)OG?p+Fg>Cr*ZChTTof$W<9il*6t(>)&&GNnyXjD;7a>4jh6G
zaR`S_EyKEGZ!?^+0`^qQu$MLAqjq2Gs8VE@@u+G}0Ve3;-m7(*f45$KUV@pk>lV{}
zXg7C?r*hNkc<VsRfbVB?x1I=rM>O)ve{Xj4%0g}b>cDnO5e2F$7}c9-#YR=|J;z~s
z4fAa2OF>dU#9%&x@M0?|0>B7|R@%?-ln0m@6QKHwr^`DUXNI1OEi@55Z72`hVR4Y$
zSaiC@G%m_Y2lA7PDCr2RrgkoBeK@rx+~lo*%}UHb$vl+9{_AGs!mH;-yr$3Ov|6|s
zP#2t_IF}NVH%+Eyl88UY{Jt0+gd)atu%m3w1E`Are7Ql^y(FoB#-+2(1szp+=muj<
zCDF#{#9Muese(BDtzOQM5{x*QOGlle;KK5&!?8TKT!FMiZ<SGSnMU4ln@ttZDYVq6
zuOu3X3w_|bmVIOC*)K5@!e>-=t$tO$k(kUwz_*em9(0$G0Y%dJ+v%&fp9<MNR;TDR
zkP0j~ws%SJ^1!NgTfd}R3DZr+k8;>=DjMlbN%QU`mQ4%dVS*Nl-BIvzHzd@nU=-)E
zG$uXq_6&aZcye3J-PuQyu7*CTA}!vECNd0)-F?Zy=ro+`i@$a&Z2*GN63^$3lE8FW
zeQS9FA?s72TLB?N_EaN`u?WS*L!Y5Q9Z&9$xkPK^W5dX8hAWTjFRmf_)xk14=#Ps*
zC)6In`iRBSo0QXko#Dp&<RBQ8u-~7JLG%I>0q~)Kh=`FZ^gAvJHY%DjXWaYaIpzcV
zRzwvUf9=aKd|IuP@9vwS3W#7mot>e|RDda0yX=fWr59RpcMw)=`}Y(w?!37D^)NEu
zL^$aGH^PW6I>R5=KU0ipyC8I~H!M*{O(c?C_4_*)g&H)5^;nIO!vgD3GaOi{T{R~c
z23$zziwwsnIutqR6gc$QqQK!?Zt5(^2@s0BQ>S~g(1y+`sm<wi90ezt3KT>YRSh)N
zu>|gXV8ei`{0Osnq-BbIPcXyP3J~0Hxy`=2-gh$RY=*>LF>_A|$DPh0vAo`XNd!8+
zqfqvQ;ruj=C^~@QSOL2IXw&Y*FQ5$FU@)BPdlNc4zImO66}}8JhJ;&TIw6+qpZo%H
z7H99^+hUrPeYE>z*;o4|5%de2R&#&tMyl^}?P!DVc@zqDr<FnDD-3JYA@$Y;gXh@1
z%w1>S`HD5kffwnTO|+U7R{Ft&%2QQ&BSv#MNsqVDjtAx}GI4;Rszxlex9BOjYD4N4
zV}zJc40&S0PS<d5qLJ)llMB%*&kS11=J;zE({z*jwHDunByw`$UmQyAX9%ECsn;GF
zRfBtXbD)CB93m*lKK)M5`;i6kZ1WNVC@gNGqncC_a;u1TAJ0;!U6t2hHrEYS6;EM1
z;#;tpU`@+Z&UTQNVpDQGJj)#F15xDS)G}N(a|)vT54KU*3eK+YCu<dxIubdxxR8iU
zy*#nneHwh4so)ihhU?J&>nA8*_w8KvK~~9N^d=_g%EFC~@0W#<6oyn&$d7$jyPr`R
z)pyQ2k}~HBPAuLXz4S`OUI!E8upFd_Rkz*_6P(DZNwjKF<x@L+koELyh+{56sO7ep
zv*bqO6#AdyIZ80kewA)sma{P?cw9jM*+0Z&s-|m9n0}Xaockerfs_$J<+%pH+Eq+G
zi-K3{I;K-Z=^G|y5NU%tE&P@gWVk8<nQqf2e33K2>*Zs}br#A|8jH??4m3*fV{b%N
z4dwr{2RC<tfgD2`y<WE%gWGHr!KX?;2yN-p?h}N1nHr&LP(|$NE0)eV>p=q`_2@x;
zIWBm{J!^?Y&pB{R$=?32T2wh{ZJ6DV>QDhTjU8RpsfpitkHQM;{{vaG!pZEY*$`4W
z`i`Oof@56J2&d5y+CK<Qkrl#GSV<%n2;i>*-`5BkSd;2s(T@>n@-oTlicQS$`NY~?
zPKiFD;%r#wC(80Pol6kuTVr2ubGIt{u3>m3Y{gK)s15GHyg!Zjxc>K1`Tz%y_;wiy
zUOJr;J(@%rdT@Q^Y`tKEjsn)jEUO|po})J_7K;<u^WQ7*x98ylApP&T+!g)_PJt+6
zTBF&S6~4m5F2_^88YX0a&MG2Yz2R0n_jDfntp8YRjBs+Q^G?hOq`~gA;D%7<f~^@2
zyY^J9x9aZ$nS4x;nfuhu!)M)2+>aPQclVX@6A&PNaJ{MfKs<+DnZu!Jfn(*AQ>g;M
zX!d8E*_~Ojg*xI_7IX#cR1z2^m9*3k{Mr;UVXb}^x?E84n2SM<f8L5}+f<hO)$XkR
zHB1{7J#Q=OpnUK?pL=?jqaZ2Q<HC)ds>|JC=5UczxX_O^IU6y>Y<>bPnBl*-)Mv^!
zr^h-zjEl{27`rHwWh9<dD3K%VOJEm&njX`aL%B)g{|D*ik@f&A?Os2}QmK;gPPj=5
zONe(g993n~o)_RiIsCk?cmH_Smwrj$FAh3vIqlw*ep|{`H5GZrd`DibLNvSShRhE3
z$6A}E51%)#N-*tztE2WZTsn*Cl-%TTxcOJ@8qVb=`kwsPm!n~8KgfOCs}eJ+=DGgo
z?f7*T+=}M-!_S)FZvG`>)^H8aaUd>I;K^?62pWkX`{<ZR^S>xBk&tMmOHm+e!#L}2
zvHZ0mC&vNI=u);GA?z(xN$iPQ`B6oTP{8`+dH~S;&nj}0tKqLzn1Tfr(`{qbpqF#l
zG1W#tHS?qu+!SA}vFKBULT1DA&)WQEIJcyJd%A>f#xbSGB#hjjSL32?y&c70uhQZ`
z(<n1xs0%*GWal{8A<*IfxV4hCT}3DJAySt%fp7hiTq|?&ZTdx~4-3{z72A&tHm4g4
zY2bzeJH*X!?m=k&;4l%T|DM>!QX7Fz?BG+Q5-8N}yIL%hKe7@B?{w$AU%_>~LZ_Y1
zHo4%S9EU@w72dPZhW`hFLVoAD{=PVFhKrfzGj>)vqpK9}^Vlk-ng~QlWD@o1ZoDG4
zeEeR8MtA;&?x?V^(SK<v#tavGLAG1u2cWw{U5*BI(^+A2wFYUELy00v8~u{Q_{dmQ
z`({;MY7yv>{H{FD=2N3S$bpnq#25ATUz_ggU`#E#`wC<Yjy{w(&$|0^Lb&OA5IViw
z0e9sRQxJXOTwaZA#ZbMFO3^`7XsMmaBs1*_MD6M<FdRbVUJ7&GF+Fj;SK-an%T0Ef
z%%0V|?J`N-@8~Y@Xyq%gw(%uV7F=DS`PUr9rVwZrrl^b(Q~DW;F>-U)^}-MJ#2nRJ
zm3k#}F6ZbhJ1TgN*SdvUa8soNciOPdXi7cA2<d0#LgghMa-hN`H{+AYO}zJ-s*5nD
zHzzx91}f@AGN|B3R^tW(QQm!2O#hIl?sEq0(ic^Gw*}TusyQW?Dr@J!?u9b;SNXJ?
z*w&a{<wYG)ouDpjZyK)9gYeZE6luZ)q2|eq>b3hwzESh+8i}a1se&1sWN+-`KT=Fc
zv|1N;Y@Yp~h0e?5_KJxKbOatanul`4($@u=XTWCbD6E_Vy5@7sU9$`71FMF{bdk3s
zDCvQxJMocG8<VfI5F6TT?$6Qi!UM=w7FK>jBdFLEKvN3S74L(4*x>6UGX^NNOdWW}
z$&FG)lqRSWI;B4(^`{M|zdZttS@7fI-KxAbM0V?}7kN+p3)Wt(Us+g(*mx(PYy`@+
zwcZPKFqanw$w~b36p#$hqUobkb>Fa_I2z-$YkxXs>3pF$g{V<b*Uu!WHokYyHBP6{
zLy{0t(vo1(NKVXXg|d2@m6rhgM<h%dzrLD@)ZW4%$dx<YT+~QdMhN?jso=xT=@OYI
zIv6oUTTi#yJ3(lJx;P&Oiba>PL{4(1au$=iqi5E}oJyxaoYDcq8@9WXAVPTg@}<Dv
zlHy{WxepXvpF&b&mpxQs3q?%D2-8KF1xl1817F|j-MVop8RbgZipz#|L)Z178DaY3
z>M6s;W!xD;H3ak#qBr{r11ohL4%f5i(3A8K=6!R<Mn*$NvU%`!j9v0L-Mr~by*NW3
zyP&RVn+`|Ax@VURpn#u~$&y}|HxDKAMSojZBpq_Tq!qS_IpD&ql|6TtYHUF$Q%z&j
z8Ou8gIwx9%-<JSC!yiAGc5RPO?jL#DO&);%H3bt@WgVR-?&C1c5SamJO}o?*pN?@3
zWHPK1QaDy3V#DYWsA&5Q6Iv!XVQt`IKrJSX?vBd!uwkU6E~vdb|2*LD{z)aAg5~`=
zCLL-~OBmcmWd!WAYCjb<ay`oFcMe2t3c?n3Cwil^u<bJ|nJ-?b-93w^Kem6TTkM_?
zmf4ok+*k<f?i}a{%@PIeQokf6Pfp59;`;E);TFk#qy-DdlMnUhXd@C+8|WimeM@%w
z0GeuZ+|FF00wxAVeYU_|C7Z!K`~xWBXim#ZedIc>GA3?qSSMNEt2yjT;3iMd3s7S9
zq&YNenfxpm?I6-reRJm)vj(l}0QCYkn;AWIyVO&eH~bv3>!B|cun6-vxxaZH84H2#
zlwIcbmk5yYvBPMt11A1qATWL1u0_G+#&yE5PFp-DyvT}Ou6dNKuya04u;Ga<Bjf<!
zHDm#^S!d#MVsj=+n6DNYFkC2Wix<UTa&i)?w-m$Ee;>?e<Om?TVU3KYVBDhj9nrhC
zf>zh2<2Q^A7$A4JuG-3EVP6QhU)mn(oM-m4O9o5%5C-KC1nHc_Ai34z((>JZudB9-
z^PZy~lRvhVHug9cMzqZdCYGVD6LnLFZW@TyGMhFk!~?E2_(%gZ=Rg=zuO|ugD#F=G
z{T8)$=%-e3{NA^#RP3d9%*6y7j+H!%Rn1w&JbS;orXkF4%UpGa8l@30sOZC~63b<+
zEDaI@cAxKAgp!hWki7=O5X>5K$>{B-y?Fm##VzxnpKAvaA0AiHG#AiXDETaz(;e95
zSeBPN9e*Dn7Hxv60Y36srU3xS_cViy>eh4#UaxcKIw1Ky#6ME(lm8)%3}8TB96WUq
zhJ6%vuPNi{V-pB>2``}c?AE78TxYfRvR=Hr;OUkzK);0rA`bS68Gpu4(rnVWoX^M9
zvR}KLQ*srFjWbhJ2|p9UUgYOf-kb0=F?hs{kG6}^S-2Clr~2tOTJNQb{m}p9SVuRz
zydZXz4ipr@i6WJRIr$X3BjEBEe$_LAK0tq*jg1YNJMu{js8DE~suG-dW}E9Fx1%6R
zmk`99eq-TTb%YLP9ut&4Y}2jRpVa?kWHp>-^92w-ItENA!RezXNN~gzjrfEF-h*2(
ze~K?L?G}Ujw_;4dR&EMc5eKyvTyCMCj;vOWt%je=Nx@e6smoytE++ts;6+~(TmVwT
z=oep;H6b@OsbhEcaDyWwGZo#Um7XwhJ1(Zez$lj#FKR-t;mau`i%mF5=II=0UhH_7
zE@6aaVpUS;R6cpMVQh<$NF|k#9lg=_s~Pk#xnQ1V#)5v40#A>qgOHbe{_-XEe$SFu
zHgYcDf>%-TBOZM8tB;a74*o%?-choqbp9^jgKT;NbqG(>^&i_9XBjBIxV7`_h_5;|
zDp>W<p+JBY)Na%TFiJQ?g2-^*(q5neO+qytOuJ$)r>W*7_3z2qplb}E-N4ZqU2?IZ
zql}hu-l?^q<yC183-00~jXhD~xDa~I^X5&SDSCY>RIGv<WdTeG?761(v(>X;S9NrB
z>UQ0mp%<5D*#F%xIo0;1g7`?XU)6rB(NOVQ54GN1$)%h&*2?RQ#lW0&a|zmXN{vcB
zf8sFACnb?n7-b90ld^drV%X7Y7d99leuOg`7KU}s##;`%R)P5FpM0}VW6gCnYmcX#
z;dUoH_?r6n-4&8E<}Qbdd<lT`#&j|FjVg(DZnn8@cICVQN3{6Vy?6yJI#hXY+x)w`
zBj{qfXc~9c=6^tQL(xfw_c?vRL6hCCLD0h0w(jjXp0kdzdJm;M_wsuv+Qh);%;!}n
zN~6LeGUze*^B{XsZc3G4%I7qGo)J~{1ht!xRTP|xSuTgchCcy%gUZAV;p0P0r~nKJ
z>k{=%MQkn;%E-Wnt%^u|_*?k3LY^wqL;7)5Cf6PEns8a21<2??)EuUq#~g$C$-U2R
zM~zD@UFN-EO3ob5jxwQb=OYMV9j9KXTV%P*s&;pt*{>oRu%~<|_>(>>_x>!s9TDA4
zm$f@8qNHe8m(T+cE4D1N4ph^>L2GOKAyfIJqK_1Z|GK{OWaC6{IfII33s4KO+O9kH
zwZZ686?-0UDM{jsvP_BN*DqbOVSE{gV*hz-F)K_eM@XdUyFU|Mf^JY(&P(Dn=XtIe
z9$`Ys>t%UAsB>4#ZOHlb(j)lOy$=BogUFVCM+Fey_KHK&A%ZhfR+UyL$#8K8qZ>qy
zdmdq;mnlgRRm=|4!Cb@TGh?lp;^#dCzPVM(qzYG`pi2m4LAk4Ep4zGP12*Ewab~Op
z#Fo->{hBUvjs_HRVr6&db&<n8UJ)>uI<B6k$}4BDY;Ta(d4&5efn<i+@)FZS5&{Zq
zd}U#|EEDYpt?kKATtSI3F|!o-(Q-=n!aip=yZb5mf@vIJbGM_uiwDZL()v{@<owFu
z@bGkxWZ%n~mvHXt9OTHitTbC>?$;ADu3@xD@Ih2Y-(4(kO_>5%Ww<Vr8F_^StA8X{
zYr%bpQaozq*-K))v326#tI<7Ytd%!_H<<>2(T?aP5$?+OXE~ymM9vFk5eV=8v(lA?
z*s~odY$S$F@~fn4XTD?(i4zCP)1WS4&*hSq)>HC?PL&P`U{phNJ`@95-9b7vxIJ$Q
zoa)Jl1ohfci#m_;yXLUs6Jb_pTXf&50UnmCOL8%e%IHOA#n(^+{v07WELc1%e*J^6
zf+w#aJ$>E7)OOh2wUqmW9{fqJ74VsBRgO$YXii?AzY4y0aWHosGcE-9oJ(0?UTw!(
zINDF7c~?`}UV3x@-4l4s+kXuD_0XgT^moo&qqsbeX|qH;Io2_@D+_Y_mCFozqWnCc
zoZ}=#luUkJJzT58+eh(oI@G|Vik(@(MCPkukk6s1mXp^N2K1iIIVfW;S05b`P+|sJ
zi!G#3#RxQQRsnlVP<fzC$1U_r`fmQz^0@=ADKOR+V^3#P@{(v?ZcBfB1+xR=fMNw~
z^RLkH9K$S$ZLc6RTywzdD`W{ok@GG)NPh&ux&cGI>{qX@?j$?yFsMi{R|#6&+L=QK
zq0{_0vgi0s2*U4I4NniKR}!x!BxXbgcM(*WLLl?cYVD|wBjbENQDte*MeN)UI8gUV
zky(YJ{0RUv*5#$`iV0PwQvnJhP2N`)94C#~p7qa-l08*TpJT!GL?&jKXZ1_gq!?9G
zgg%7^4D{?5yncp^HTrJ3%FZQBP;&8D5U$~XAZ{B<jL*Kc(?+iu!-NuI;-5<*Ru^J|
zY#3KPuHn>i+rO{jn*A*x*?YU$HC)%T7g6#dgdBs2j4*IEyLJsEy`G$B@zK>P4YC!-
zQ=&JR3Sd3(J~Sv@(txX}`DQplOCNPz^t~T1i8Mmkt{z4F@*}J7$^GvG6-|M8I)2aj
z0CtfyH_`0xZ#6loDD2^s5S_X5qa&Zrt3a_O(dpKs-R#+v9=8+ck$c-9o-Gk6)@zD$
z_oTWxV2ab%TA-!oC<uAxo15#wV0OS@D}N4L1o7<=n8PW;A+_Yq^zkKi(9ZlGG}QZd
zQ?i`7yb_H4Ye9=mjGS#s4-72;wwKBgtJ>qg$Y?EyI=r%;jt;yinEmNqOmn(!9Po}3
z(vIxrK95H=KL-}n)tw?a5Md(cpz?InoH<W$;d#Pu9-~A(g=tFgHC%b1JlwSHy56T&
zQ9173jB8aNPkmfH9C%3ZD+^z)hs)JG)1WTM#O0K&w8wSPR%O>8rU4?SH~T28c$T`r
z`Fsv_nkh~kV8qRxwkyV4WQWs>T7^e1IjMnQfhx_o>D;;u=oz>Z(^rm?;pvk#IV(+Z
zFtNR$H5!lmvye9fl7R3rMA13}`Q?fu2HaS<g~eR`vU?D@k?ym8+xySsuLy?cdIZ>A
zE_5-&IV#Udh(9Z=(KzC}c$yKTfc-eHAKQ;?QZxkW%bN_4c-gD`K>&L7<xTwqH1z`7
z`1>X7*Shsi{}fE=KV}(M!{wbZ!sT&A*wE*lDwF9)v|$j{hb=YIcBh?%)3%N4G&&2d
z7a`9Arm9<^07L-Hyw3lu4Jgl%)ow549G0KAzPiPdC-6%#UN8<q!I&iI42CV_3i_zc
zQCD@Kk@TZ3@0*p*@pp)96X7K2eYhiZKyM-caa8RA3;gzL^P{*^2U{Xci2jkgew7Jz
z4}wdmra;=}?^Qmplyk)xR*KV~SeWFx>0s_5$bo90GP=nKx(?doGC7kzKZ+5hewo+O
zH6)9YJU}$#NX|y|kmE-*DY!!EVMY}6ulfdE*Sqci`-{bii$~5eUl;NGvzu2p$MOOA
zGXh4?Y3J6~QIY^W1tY_durwU#9Mx(GTznCy+XCS75u!S{-LSz72U?IL0zDZ@oN$E9
zD>8;&Wm<hCK7Hw-YF#<ykwE?m6(;R7Rd}+b&)gBbqs}U&bMqdj#Jp(Kpr?j<U;NPG
zNn9l{<O#$k2_k?_lCY;D$*its2Du&zIR`3iT0yq&ELO~@Qo%OVFIj7geyWI#gc1e)
z%Q@IF(!_MC1mOqfr|66#OmPfOJLFL@U#ZnJMAX!U2?)I%2bn}7oLQs=R8$`ueD5i2
ze|;poIcmECjZBAUB%F=2h5?6wprEpr7G-<n>2Nr0a_$pI5yr%8Z=pvDF|62$_%K7a
z?@1?_^1QcdC{0P^PP_H2QmgfSrsm9U;2@35acB`~!avpxd5lM4$7^nPP>a<+fU|A1
zRaI58KZ+_pfJg-9I{aL!K7Hwm;&;DYK@=b=6!lQ5W#{4zA>S%phn_K%CWgMhmolY)
z%^h|<3Xu~q4cr~doM?J-V`s;sRsW|cuGu%?$fItqtjqH!A&mfe$rk!r#j{_F-}>vD
zhud)a>i4^|QP<%}jQ7v-j@VPJh{_oB@3tVTMJ6t8$mv7^L0}op!i9e)0CN=++LAek
zws?-b;4ZeQEXVA`3?;0-yWB>B&bQ`t+BBpxQvG7{=cp!zq_tXP{ei_E$izXa-0^_)
zurp`$<gX6o=<DOhM?mv#d@tjGdcd2gJ1hhHA2wVjXd!AJa-vlGsrz8~*%YH_V)4|A
zbxq|2YtS`$rT8#g!Z6@{e96AN0j9H!f5H@pR5p044FCnt;q)JJKopsA!6`y^IQoS4
zIivKKC<#YKL05O@ll@cc-c-5AOK;&6VJ5TywScgA_lPh$RGG<gpS#}OSERyglJej?
zvt^IzLk1BQ28zPi6CjB4XpPaQO-L6*Q!YrQ&asFPW(!W*GKQRP6(P_nu45E-e^w&!
zTC`!^pnh}A2@%pCdPs6{Z`}|M1Mx~l!x=)Gh5npvklfzcnR{xxIGB$JvX>kGZ}H7>
zA6;bfTqEngSwkG;K!L9e-Z$&5{~*qMw~#w-=zU~4X`AX?h;3qq?$x}QUtPDY7g&LK
zzo6-zXa!Wk9XO9VjT~$4Q~Ddh=K6{hIX(g>JK@~l?5n<cuY>bqQ<;xwTOwE`kx*2C
zGrV=XJ_;Q6>Y08(VMv1tCpJEPLqsW@31w=h6?uomu&9c7EhTWP#BXVTabAbCf}|hD
zcIG~O_3yu*w62hKFB<0NT8Z{>K15$6Isr~IT7O^C(tpF~f^O)gGnp$|3@RZ;czU!n
zn(^ne_e=$sNFFFOytlV>i>=WrK*gN^j4)fFr>U7QgcVF(m>&q$2^k8b{+`tTw&P}7
zj1783A1nF@7^cu@Y?%WORC(mMCL9DCd=>e6F46299HarcHZ=&tz2_24%I-|5_`$It
zFWM;jeoG7`f9G63HdpNoNvC!9WUNd0H43@ZZ+v&NBua%kT7lKX8i{P|$Mm^KhGGds
zd3_4qM^^+Zuj`rOkyhl5v2ua{fQmPqf44P|liqN$2-rZ`i~HNQhyoRnr}9uUFa)9*
zzb~wjy52jbp1|X%e^$=+C2@A>kx`3yqM)Jy{uY^$nJ>ZS{VMerr$EJ=lg;V!r^c96
zUojk~gL!N^%mqE@9@59E63CfWS2Ig=D4ICsy^?!0470+l(IZYfZ4x;e9NEmaf+w({
zvlw!Zikt`=#-7;zC;dZ|T6j=A;puJo0or6GZ;DlTrp0I~=YYRjMokC1-;5%SXw$bd
z(vA)6<01;W>~t<wzq+xr0FZh!&AKcvJva=yBu>+tJZJFHC*K94W6#L3U+ark(tfg_
z!kcPC?z?DAup#qAK^Mf3Sm(rN5`DZg%YAVcv$F?JT#_4lmHMZHK9=HO)~9-Uk@8Zg
z4oQXVXG3P`SV?omLp`>P?2!KAge-hqT4a*u9C!`Ue3_DW`v_w%MmQoa@@W?)^1x|n
z5UH@EyT!y#Itt3MPjzWmQy09udRXzH-3|2l;~I4xtv4CR9!PYHl~fT`-d2_&;t(bw
zD2fOCbMVb41PtlaoxW5CET1?<Xi~pt;WgT&yLk`Fg3)5ZsNrk4DHq*Go;$Oy>FJqW
z)M*b8K=SXazw?>ZX|wRYH;OZ3$@RWV3)=AavZLN6W<2{<a14b7;?9h6^MpLLpoS71
z=v5CMSgY|Om<kiI@X0F6-SJmY<Vgyi4~^Pt_)ianZ%mtY>)m#<^FQnB?Kb;;ZPv}r
z?m!M3ovO;9Bbp#f5h^qV<)7Dt;4G8FfBcB!;ZP&O%ia8_sB7$|{IXI+h31j5E|3C|
z9t>I;HZgO8<MD}BRO2RsZDlI<iSZ@pZTm7Ca?FOp+#-%8@#gH(NWAR{RLo}4pjC8@
zRc!;N>F~jKv*xq9<P7UfK@?+gal_5{X?nSP#4)mXDkJZr(4skqLB9B{ge$|VPVa}y
zOk(v9gc)>-bP2))Khsk`SwrX*ZfN&?56iwPhn43RHct6)qz8B#j-Lx53@O)dpdEt3
zMoE!z#e4|WCcbX&Y0gjx!4zkV!n*a04!AJp3I(H1IMCk}X&UA3Q5YTgOw`p>ICx0p
zow7XLZZRhz>=8L^UGBQt@T&HRuu>XTg2Ha^8{rZ=ZPRlVM?E&5_@xg!Gky9W|H#c<
zH($ZDy-u_$iq-`JLu)ueN1*ceIyb#dHL+#91ptC<MTM-y2vA7}a|1;c>NDE9KoB{j
z`}!T#UIceZ$utWGqtZvo;-tJ%KJ;aU#l)8Yv#=uEbhDWm2PE+!5FH%(=NXN`=-w<x
zo$jPqJ^&53c6+~Wq@147n~)w@!?22Yu-}hJs3Nvh5})_Y*p%@f=zKMMxeoI7W%D_p
zcbpek8xk`HPS>-L`r9_<$27PgT}rK~x!9;ANDDm{o;ep^i;Xy#58lNKVNnOU_iSL7
zu!mvk*esTHeWL)&{qSc24<#A?czu3v7RU>!O6OR<@NqJpOP$NBly#5zgvYlYjGN{^
z9NVNZDvVz=s^$tmW%@g*o$vcjR?D<OO;BDB4K}<?VFp@X*ACJ@L%G|-s{<?=Q|txb
z*JRVawLFRTK8QdL9}bX*p?rm~406~TLuV!3Kxae1gPmf>@#>9*Jo?mpPa_2tzX>Z*
zcMsuNG-T4}VAB7eyK#v<5Y7ko8MyoyL5ouVqXLy@-tHEX1$_}0EWqTG$KisypydZ3
zIw!Z`@DtD|qcRiy$6^(gX+)bBdso0nz=ZZ$|5<<imE?ZjPVZcx2lC%uGMrdlV}nus
z(uM5ndTFC%ye|gwn5@Ay3I1k_n`i%<5y`c1pb`WX#RkEh`vK!Q9+%EJY|WW4SqLPx
zeX=PoYtL|SbuAx-S@9;U7wEd?H3p+TuZCZYk}qi1tY`SA`s&R}QBBx5@W^oQa1)en
zjEK^Z-1?0pxdkdYVOOF(hUdZ?60N*bgd^)2a00cz?U+;O{Y3u|G~NG&&uQf#^H81W
z%Q5-E=#F^WlQl#sCX{Elo=i^Ow`4(9EW_Mchln>iwTgL=i(OhC>^Jgp6nu3n!o<w}
zOM+e3aQADay8CXr*~LNQ$5aq~DXd8L)|CZ$k*0UdSvuREDvG2+mBhfUu|%tPs&i3N
zIc(G@m!Pn~FrK3a(MZ2~=w0tkL!ZsQRccBON#z^|^wE|f5ko_t@i|N<cRLdo!G<>}
zcx09Ow&C!c;pww#va;B`nWI{<*dIp>{&yih&FQ8}-C{sA@_9i=Q^Aj#K6Mf(veftz
zEFtw;Rh+~1b5RPqj45Bk(pd=?&HGeyzI^EtMjiZOo#@YR^9EMCH%)O5Lrih#UERFX
zEcb%Y%-C2jdGi8WMj8|rof{7t39(?b#>xCbU3l8!yiHIT&%pq69y&8Q>29$WReLF0
zI*bv4`^)qb1$}kC%@h1N-I71J_jK;-t`)>sR>xbGIlQ@ki%oj!assq*od?nlx%EKB
zyEhUuY|!V$BiNGrp&WB>op)py!xvd|x9I|aY?#Yq`3cO;5g#<eZK<3%y94C{`xHCM
zs4Nf4j2X;&IZ%)pdh7fixMA`_K5}3AD6Evt>K&H3x?u8TJ>uKcb-lgBj4#4Ums}pe
z(DC1s6^Rv@{brzTLt(=>yCBE%MAO{ZVdX8%1M;0g(TomLMWh+KgKKDu@hrHu_&hEq
z(;%_d8s3}oVDF+?G#(rB66_xNRQnLPpQei!a<D$@e{y4q)#xQyUewOo4x1%GI7JQ<
ztPMYtMe?X83RqEIwRjFxEc?G2j3*14{g98bUlMM5N0p$}Etc4+P@uv~eNHRjZ+sgc
z*{>(paQhEFgm6E5(CdaC478ezcb(0m>fi&NWbA>C&v%=t=B~GyWi@|}20o$7MuY76
z$Qq;g@T%lBpY}WAbAut61~emmi45r<7p11&SZN=9YIi40Yy`}`kZI??T!JX`m_bc}
z3U)k_9m9_@P!p)!q_JTv`eytI|Ao8b(p7fSKMC0nBDcD7U>?h?E<<m)I4`m4#9)&E
zm`3tO&l?z$=$o5Iz(K}TpT+#ERgQ2{3A7>xc%{0zggqc&uHha;UZN7Dd~52<@VuY!
zd``1C7?s&GJaBu5^pE7;`Xj|`e-ob-s+d<6-z2Fh%h90v18B^S{AQF9tAHo)+h<M`
z7Z)F#4E^vS8j+M&#C*7hi(PzVDxNbBl+ZJly`<IKXCIz$=oTB&S~yZpsT=$PTYLqm
z1ehkuXBw8qGHD4PR^T#rLyjBx0dt)k&;&CEME4)dt9@rsUnA!h2%(%WlfeiY4qz_R
zOln77f8Fc8dOu<mPY5%1jO*Vx-e+&Fd$hjsfpWK)cPZs2)`)<okLJ-Dspkm2&@OTQ
zpNOAFT3VXq0sKOii4NeUpig{Gd|h2#t<w%hIqm@i?x*pzWaLq$pX`Rym8r!lp65`M
zRqLWhwlJj1Su-2t|4(Ia0!`%}{(W!rlzA?h6(UN62pgH%WC%%-p+v?qlX)hY=OLLg
zXP!w!A(>?+37O}i=ej%3|5@+5-nE{!-m{i-tYh2mec!*|HT|yZ``Iz{6z{CnnYJ>P
zX6@tg$4kx+<UL4;hoL-9#&279LHEZNW^3n=F8%&YS*QQk_|t{RXo~31gj~vosj{(a
zp&UIv%0s_}LevHCyMD?*n+>w7mhl*EiY{~WR_va@jc+&Z5!%Bp(D%I4#mp-Jp_<Zl
zb&Oj2?TbBe{OvHmZC=yIU;V=ejvN=OpztTc#Ky)s|7{ynTP`UglZ!Tcd_J<;-{QlL
zYPTshS|dB#c_+HBy>mHX04`sjiD&61ai)*w4{S&aH2Is6xp0`sWJYRgpf_{=f5xb6
zAH$7r8<dT$tT=HDo4<q2^N?bY@vb)`|GN|u^4N%s>)Rqc(+^VLI-)jse7f8Cq~PqI
zno%>83Oxg2G9O`#0GVjq0lkGuS$4n2Lgp1G<wG&dwL9k?Hk^b}B~w`R^l|G;cD!?x
zY&6YZ%oWE(b8@|{5YAe(xRfUfWe|DjK}1gLk;w%RF_O2lyH@plnhXV9mhv((GD!*w
zgr7zHBBZ-&A8NETbwq?4`0>~rE_bkW-Ftc{|4Tmpu8#mK4JBRLqJ;#$m`$etJ4bj}
znwd!;rvoD!f}kGexH7C(+jw@g@-H2^K;)6}6I%Ro(|9K5z+%y*X_nWSC~JHbz8n3;
zNp1P4NR-XbK1Gw&(&|3HRPLW`q$?CYuuqOIoV0M$@>*Q|y7m1@k64(2Cw>}t;4A6t
z_j?2?nR#o`In}*s6B&z3di-%r%Z*xeiez$CCt;nedU**k>d{;ryhtK)#ooXB^*l7)
zLKpCb)x^2V6B+^S9n(AfQn6_vNsaV-m?sv8jQnBe`k~<d&)hit(#x}dyGYNtN|fN7
z#dlTGbd)`&Z=Ga+>DkBkTo#X&$@4xv`jBTI!!y}7AoKvb8l(U7wPtpYouC<JF}?^Y
z#9(DP(>twA^d$9&$34x(H19AYC!Nr+N>a2$FMj8qqOzWkB%Ct-(|h|Ywm=;FcqX%3
zdHS6V^nueoSh!Jx@k}p~ub0%-5~tuFf7bH6d?)O6#(-|#j-<9`Yg(KMHTVB<^Nqx@
z6Bj)tE);5)XV?`y2%LpGozd$YU!aM{ohywYdeiZ`oxd6836=L5zzs7~i!@${Z0&*w
zxZ%HR7aP6HpQl}T1-D@@)Hf!ZkT<qV(|lIGftllOou+>`ACJ*(g@tP(4@G+Vpqn!c
z+|gS7fsZ85|6BptWRAsF+uD`a;Xd7$NqFHL;u^2Ir*E7wWF~~6rCp}aq-{PgyQDz!
z{-M*E9XD3<L2S~-T$lbR{w0{Ff~bAJ-_Z5bEb1|fjtDX0>4x+@;goi;Z?@uZQsSZ<
zWA#a!bwgKo9AAV1j5Hkb^F^$ZUX)eL`gi?gIq1bf-TO@C8Bfca$D_5dUzJ+g=Novc
z`^KdU=83{ci!U7;s%A^J^G4@QbCLw2w0rzgjRkR?v`oznVPT2Ol1DBu#`3?NrlW+m
z^r%9t6GTdQy!mm)=b%BLr*DSg0_G>#$Du8fi`m)H5-yp<I#wIU&x;lnpzZQs4`uHo
z?aXM4BePT<BO^_%<biNpt(H7Ea!BTb!@YC?ymvd^N|ijiJsKsy-#X`IfdgZftyxr%
z`5!;W08yn6?+PyrE5(e<(w1E2r6kwkHS{bO9dI$ohA1sOcN$VxZ77I;ko@Oe(Rsch
z>{qnYqB5R-7LlQ)k|vAS^<dCRfdpiZQaj)3FcI(houkaQPKM)R_DG_Hh5Mfu<h3ga
zm1vNR%x0FnZ}|FqOr?2p#z5jMK_0I<<xuv$caF_^^&;tsf!$9wm_%l7eh%J}`!f3G
zT2EYv#HaU?+}YZB?hvE=7a-D@)AA}jh^soeeLOwmVU_*Dt$~&|US_Kn&QK|>dGauL
zVOJC%+0l$`$$l|yYfWoiGv}AWccZHR=auOoI~$`*E?wn6UAsfe+g^F7?W61w_T(9w
z*H<z;K45dffBa<;KEG6jX%-Y1I%mwmh9LtsoVkMg7`zUd;jddl?B@QwXx4ngfZri+
z;5UDpA0}ETFT;8n)B4ugwN`H_W2T#F@(laGhh+082OaC+!#g0Gvs3qB;v!iKWp|mD
zUP??zT*QVVw0=pbp6;dA@)+$WG{A<zyIW^CWI*F{n>SkYzgrGRPtOj`5;J)JFgLJx
z)xU82vfxm`fID<81SLeW_iUo$HN-$ag>X2aQ4yW0<j*TLc!|cxTI#=m=m*-!Ea*m#
zTloj{A`jV=-o>m*n|qn%QSQZ*+IGZ($%J}QSuCNdlJT3#kM%z56gm4yno;7Tz7|2r
z-400vYyAt*wEBr%<D<A7t)|+U<<aiN#iIHlYKpHiu5Zfn%yDO-xm4Zt{sa-nLW^Vy
zS<ZJxo+-lMe=Afy^TUawGJ{str%McpUrcrKzL>8azW;RT?Uhj>(Kz#L;@DUwUJ_bf
zrRb>VGb8Mr|3)Qi{k7uyDYdr@JmFDMTsf2|&Up;6gLxTIK5SVy+}D_fxSxY(QXovy
z;OW-(PR9kd&3_3mf0%g<8&fiCLy=~r*^L01RCva)wbKH-<-B>0CyX<xE-~|F7reeM
z)Gy~J4`(22g)YTW*WlDP`W%h+6Z1bwwa$;mNK%Sbf{gqOJY98&K3@zw*VPo4{z?(5
zo|o63$GI0%Cuc0}h!B%kVnIonl9KRSr(C+g^+07pQ=IyrwF`S$$Z@48Oh{x%R#dwP
zoGlgp#X^Ox-KN9o!G8yn@Q<a~De4#Fos^KS5bUOz#y@<`{ntDT;p3?)lTRftVk(dD
zPOvgp=OZt}g_q_N>E(gtohwDh-l-aVuG#d!xc;^W4jX4Y#iw_UfdgAT<;1bCpWLUr
z)kc2cQE)12d}}+aFK47p$eQw<Cv@qVJ=V6v|DEXBri!Wk&@+^fI3?W4$mbx7R3ma;
zd+;B}l)MyPQ=XP4{LBS`-Prl$hZI(<ddVp3Smk`o@(s2f1LwH7w6f+!i>e!8kdsb$
zdcG;`?HW#v)%Qe2_5CZ>6x_(7(-!6zUcLYgk$z8}`P}*tXWaYYWH9vNic6LwuFeA)
zORtMq=I1M-LMkD9bM@(7bcBqz@)~kF=Om{k^PooU*EYcn$=XWDqpU1ws=>n3Ij<SY
zU0K8K$N5U>nNK$By>FCidwPaiA+Iy+Mcb{m^YNmkZiIeQ#Z-y}RP*qo8&7Y^tv{zO
z8y*k6uZ%DF{E*hQ&8M_%h}<|YWidoE>w0&?zcn@xWFV)Bp){d3=WjmA$RNJ46qJFz
z6TS?lLZ8(|2mAB$s%E~Hr1y~{?B>k8tm1jpf_-uJg#`v`54>v7IeNWXGGK#ohzo8E
z^p9t_e}x$Xkw*rZ#34A}o;8aq^62`A3qx-vo|bg6<#NL4F0X+Ir6AEVZkDe&79_(8
zf+|$RvU7Qv9l5I)3emC8DcF_&dl=?J#xa%rl~0(6*lK;Lk~6kntwdeX)}Pq=PKp2e
zU+tKWcNbUZ(Z+-7#axcOA7F7m<2z*QJG<&@w{bqjLJ|Lvks126n>{2@O;F^LR|5@`
z_{e2ubvxznYQaY)=?)W4CB7qrQN>LvuSDmVp6?5#(Jr8IHqwZJevIfPUYJOF;~#-l
zSq(kpW-)&Kt<>(MYDJz0vTM@~4E)U-tJ1o#8j+=Q$@qX2@@|S`NLS6@?L4E^7Joiw
z-=VZ8ho|kL?TY=GUoWpM4riP0k)@ZhgY#a78m?chD6ehc$JcrnlOIlfdSh`UTp*!+
zXNZpxj+`&Tdr~^}l=K>QE?N+lVSRt=2o;S&&*?9?u|J}>hY8kAiFn~mcMk(C5eugr
zFfrhDu9f3B^SoiU+VUOihBi!3$>$Z{K7r(cqEDAFnAaaOGn6@g$E6z|2w!qSEBYjS
zIDuAbY^<PRJ_FV<IHTVa%`a5cHFWl*zFQ|QF=#GB+e6M3n*AxRRPmf%>P{bzTi$sC
z?TQm{s1UD3v%#DXs2thC0a7NY6+we7%+#va1rA=ip}<LAv8E72noxPN)jlVEWBhr!
zI^!K^*DZkV4)W_cXs+eU=~rNhLQZ`~MlcgCpU~*FlgJ-&4&~1#rJY@{NFPKwoF60@
zi}Y&`(1D=CQ%lR1AWDvnkJK7(-MFol-xwc{FoQ4pY?>647EiE%S173eMxG0|tzyp+
zSL1EQb)f{D&FT|W?0PqhV)EUs8`#>uqn8(!MJLYPR0zG9aXgI}VWFrfxoZdER)&|<
zlKenUE60t&T3zL%7Fn1&>qq>@Rxzyv#T-&BuZD+L6PI)MT=kzGCNg{xJ~n)I$kVwx
z9Pnyf`hDddv7=uEOby-0sozyy{#ohU7DZ@<siY$cjt|SjRO-P9k4#=lFEK5f2rC3{
z(lu+B%ip1MwswE%*h64_XXp~dZ)hK70duVWzT)y%8z)%4Pv0nLVDQ#W4~vr;JmH`L
znl;{jH{j%aa6Jo6D*yvtmYV!F28PM0XgQlh9UAS2rjvIds#tA#3qxUAk1&|W8ve@s
zFb$Qr;Q!ib+}9iYlfJ6HgX&X=jq%*NV>w{!ZOSt;-JKx|<tUkk*|G;XrD<TSarN~x
zll~v`<aL2D6!!iF<)u_8Lr=faSNdAwDA6qkRg8S)iHURG;O8a#Ti>*L$g7eE+DR_1
zNEI(xYw>F1>*SJc!H}oMwZx_Rb05tJbzw<A&dI2QQyS33$o?T>Js$Iits`7&M#1V=
zxCW&*oZLlA*!T2(l*M~|w?|`_?Ky;%`}pgr%%|I*hc2;-8#RWjEt`{E#JS_s-GJ6f
zVR0vQ`g)rSUnZ@?LN4=G!x;-(aC9ucRAeVkWarFRb`^{T2C-`#SZ}^uLTSCapV>_(
z10Cl235%CCUf9*{_AO}<!PId^i}G7FOPsB0-WSK}P=flKFyNDsQSjuc&hXDS^im?|
zG{(_6l9na%kLR$t<RYOQf#@eyn1^qzL(37;`U~gRzd&{Dyh5D#U{5cIBcM=E4W14N
zGokJAE8aRvH%i;bEg(a=Zwl3aOREd3>y^4LJ|}utNFSFkm(Y6cb<f18oO4{d%dz_1
zOsb!cQn~P2BP++>>E>iF2Y=goGx8V58^44l2M@v!&+Bu!KkL_<kakzWr-R(67C4NK
zg#N(UstFsF?Jljr`<Yv!lH9v7*bn_fC=3OalnGD@T`_6Gt!dX_5Wu7p2Hk5_3l7re
zW;|4k;AootixG`$#L?({IF3A~Ls4>skk^ZemN&f;(waq#Id=J)0u_?afuL7Uu~X$U
zX_2=}^;_*eA@86kTw!yOK|4<zx8qean@XH(NUSU^&x^-)j~6nry-%nz?CAUN7fOCo
z^jnO_T~A)~h%6WHDN%xqULF(cccNV;p}plWbffa=c&Oh;S;&sZIqV;!n}k@n{>&u9
zk&Yi{<iF(>;yaWmo!SVkJDCrXH8h;%Do+;nQe%mAtoyq-FN_VH@qRtynmx7Vgu|WR
zjBeM<=(OYTbh1ZEKC*UM?IyDI?O0jPs!ByOKwN`XSL%C-tcxp9mCsnzqq$*6@Vi0|
z!vl@=#uyhgEpM&IQsitPwl;SD)ds1DnP{_;zVFY4d5pO1O`z#W-&0ytuiL;sMCcT$
z^X3rcEG~UfQ2O<?sMm1hk3qWMsCw92M+?nT@%fSxs|q$Q|2ZNd3cSOMzWYVttr9#r
z9u|T<<ftuQ5u6(%me~|xa`(F89=`PFjpH$*Q+VJd{W)gK-zRVDocWyCMXHePN}IT7
zcVAIL+AZ`K(l1%;L};1VOEGcj1!(Aex-rU>qM+!;Vct{1eeWC5pvC9)B*Dm6m;yCv
z3~NVHS?=w3IU)_s?Pd)-sv#2E-PPTS7?=CXn#EOO39*Z$W-7I6S)>b9EEIgd<%#(u
zLnOYDT%)EUM{d)TL$Pf*R1Tb=Jh6(lmI4_eT`gBTMa+;HwDBln#EiUeEd&n`7BIYX
zWaW-B`MQDgA??bA;Ke|DQBE4S1qQ#2{@3wuHWR-5DC8q+-eZsKu`QAoF2_pi>5GyB
zS492wY=ch<r92Vo6B5O#Y2bOplBHgY9*Qz!=H-yV^D}f-J8tvoeioMw?M1`qq*(8N
zE3ZfAeCfI|mHR<Z!ipSaU|_13R~H-bbys)X!@C=$AtO)a=fkVk)tVNP5gon^Hk?xo
zk}))M!L!80%P;|PDUVnje?56$|Gg+QYHgk23!Qk|%3qO(>TXA<natY{Cw$s@b#Vd4
zZn<Q`xH?KQ&Y#btsb0Z*=J`ru*}j9wh7#uUd8$v!p`!ew?E@xLIS-C8&DlOQPhXgt
z#&4s(&QDm7M;yEPrO}30W~gycj=LbrL+|*!A^)0&BFM}?L8mS1Q5+RU@k^nfp=~%A
zKV9nLZw@GZCHaQ(XPO{tHqrCzaT`|p)_E`2U%GjG&Uq-q3Fxhod{x@7i3>UEqR8jC
z-+GjuYm(v}m-7~o^LAuK43-i7v(I<V^}S|VC1RuK3Rtw5+r$Wu_|YrHQ4fCIdp=J8
zp!`ywoU>>OFH5Y4zIL2}=hnD;rf!NvPaog=?Tjh2kQwp3mzPycHF?2^amrjbSx(#w
zTFu<5f!4f_>LwkR6m4!s#S?s}V#ny^CJYM2`QgPX`4`B#Y&6;FiBf1A`4425^4<IP
z^ats~=7jbtH0wj=RU$dPh=tw5FTC10crMOI<OGj8sti<_28IUiiPO~y_sJ?YKs0~p
zF}cp;o|1PRQ=BH~@r&1@2e_1cDmY_Kb(8VDTJBM5m-93}DUp}ap=@|QN-L7&W<sd4
zn2`GOxI>1W85;ROv%~x$S2061%l%6gSVP=xMc=HRc%j*mm1d6|xxCzQ#6_)Ik0lqg
zQAS_*s0e1!A~yns`kN+ceJyJN8IX~Cv^3+<eznCab55I~07E2&so*)NymiN)7tcpo
z-}Td5Ij+u2tE5D!bjHufb=V#G-UcG)EILV1Zw3~Lbw=7A>K|1HOb>`$LfgNB8VAbO
zi5CZTuy5YZB1mU`NE<kA;51RBlXw4*ZL)1&-HgW<VjV@lG48yDoT`*dv;`qqGc2j~
zzkPj_dxN9tg{nxLtTb)pss7uK*Kz{QhaJ}_++}}El}cKhvU6SzdL2WC>Q$G?E`P2;
zN5~7E#92`p1=Ekz;QTw}d)jX6@jd1OZEa)`@uKsWZmk&1kQ3er7#>%N%^)VsKz1T-
z2HYRGwJnVAF;2_<c&O5fCzlOy_{6BA1;H6F+#S~k@__!(mJqFWZ0qsS+N{2_F5bY@
z@0rH2_tLv(`5Tx-_Y&w0mEm#}ALYy2+D-`(C=Afo=EUO88<2ZUrlar4c%O_O7x#tm
zALXTf!p~2^b_JvCV*L#~kIVDXW?G+kh|gs3o9Qh{J6OA#csUm6(ozh$E=-W_lM@xV
zy5Yvw6`7kW$K&bTEo8a%)OS7kY9P(`m^8vvw9x6^js67nxj@*Ua>a{FQB1$I7~Jpv
znChxxdEz$AKN-BX0*%E_xDPb#881J%b<6y2kAUOzOL<#c?Xzj9nJ$v0JB;7Ts`sWZ
z@_yYHSYvFMuKwmO723t9?OhvK(7&cN?zZv*e<D%-@M?SI`8P5~q#T@}&om&nVBm>r
z^9i}lJMiiK=_7*M?!PU*xcqV({PR?K-!>Y3AZyK*Yp2r11I5f72*@rLwi(mE5TSpF
z!VGI1uV*p%C{Hz;zv1ucJJ9jr9aeecufAKHk@0&*UCl3xJ?}SE_D%#xh17l#f$%A>
zd-J^8`x2w)D-OaRL>|hn;V)J-KDxChvMwJv$6T{Hb73}U*XE9Wn(*`*3We*AUD$j~
zN}#s-W(teTSIW{LPIcJT;WOAkXt>b9#FFDy{bf24j}yiAE^iw5>J)z`E8lOiSVXXA
zgW}zbJY~9+w-fWkpBPma<BVx6#FDZm)5YAPuYKcc!@(=-^HhN!k2aVE(kM2!JYpmN
z?kdlVzFt_m>xJqE4dF%M_nO?qJjYH+Jg0Vr;?@iT_;(G@?WYgCBo2rnS2{RUw82ye
z-H#prVDem-gqKozAV9yT#GzkmVd6=8tGL;{&k#3+yqYcHDAaI`As;-e|DX(GO-jUR
zFOM}^A{LcMc$?+PX;C};>)s_JYpq@*1Xn`rV|*sLeF}=jxRx&0l0u%mf#=?>dfNpy
z;4i)NRN9rpcsgn-q)n4&{K!|_NfmD4e$gFi7aX#?amE2tT#euA-`=dFcj|njl8%dd
zRxm9mBaf-Rb%M1uab$pt-RAgH=MqQt2`BW#KB#{9#oKH8Hf~bV40majw~cFQlq?=f
zC(y6?&-EL7PgLA+<+Z<F%2+9#arG$s<#7*#DKbQz6BFJ$yObxXed+Zhl#dTFp<D98
zaLS~14DNK~OHc}<^7i2+?ds`8LAy6!-tfqK1!>%KhIVK|_p(KjhPo{s_r_hT13wX=
z9F<4(=dQ2>ur108zISK9k0nLt=W18<1&otAdrcmX>NbBZj+ZZw8K#p;y3qFhqX)m|
z>g1Gn@1&4>_$?0iGDFXZITKN05=zTwaw~gl8#`-OHP6S(#<x~HaQmM#m2T@jJkTHR
zm0V<-=?V0<tG+kU+(+4RQv=H|-e6+d&-?d!(<pTM^qIs%Od|OvI~q<PaKWib?`bGS
z#pGC^G88n)X=;f37p%}uYQje^S6Q4^_X5@qdg8rWt0$Uus&=oe1<KYj`+PG}FnzqJ
zs7?22Ps4G&{~}6t;?-LZR=wOGcvoZg`Pznuj!R8FjE0GMXCo)K-f$8X+f2?F)zdZI
zr_@%b-{`E}Om+K9?Q^p*#((O~o;HCRM(N83kfR_+;lCW|z4xQ!y0BC-Z3vP-Qc1xT
zW?YM*zB|L)uX^evp2DDe``q8jGvkxe`9N-&N|Sx!`$x+;qZ8%yhrRA8Lcf?&L}qU6
z@Q43xM?Md#W%#H_sevk*WN?kh)0rlIF}wUF5(&+Dx7X#kJSH;9ggx$JRNq$rg5RLp
z?BKltl;Ex9b8ojE$0g06zxbOGr7H{d2z*jm`BsK%>?SU=)7WTqxEHCljYIWTq4VL&
zOE+sFIPhCr!HfP8AjSVAqgc4c`AJ!?$=hsR1uPUSS-A?2p)}Ai{vKLZZ6-j*eGBzG
z{Y1n@^dP|RBMr(?fLIsmVnOVA;!D}(8l_aFrn1)JfiW}?#w9j4)}n7046iXx?a|Rm
zYFodmr{E?dvUVYD!6nLzOD&7$aoT*{x?g8Xpp&KH5@zN^^|pM}_e6pK8+)`|pnhIf
zapDbDbLLv4cu84?_*<*~dv%uE>>rMNo8pRg4eiDndNAL$d}kNiH-GpoVRWcW@2H=n
zkr^u0(a(tapaI#ho&N1QKir|>ue+9{MTv3N-2Bb=XbWs)9`)CWwNFeXYG-1%2@&pd
z-oC(y;lE|N>2&(&8H@X7uIa{)LEks74}>_C&?V(FUsg!#FKF#aaNY!`j<cJY!@Pq#
zBx6K|mY2bM+E{tu*q%E&^noP4ub!zs>BXbwh~r1Yn-z|cq472seONB3HC<YL((7X@
z8+{!{i066_e_?*#X%Q&R7FQ|M21Nn);iOz+41@Csm);X4G327W)iVp6qah(!TnaN4
zd7`8LNSSJ2Xor_Xw|QZY9mZUvru+B&Ask+|o%{020vq+`?59o2>D1Ugy$Z5e|JVel
zAAB)2rhJzlQC5F1V)$NY6@9Go=J8Es{{n~G@R_QyE@Gi3hX1HcXGBYX2*A}zbMfz<
z6!@k2OuzbSMd1fshrDrOF$%}$_Ujisy*85Suk)p4zqF`@4=g|D3npXG)z|Crf=<#q
z(!_vQsrXsFhJhEuZ}nH?T~15ikf?j{>*<OpzT<fm>cDBeq$(}`G5v31T9o6;G$pFk
zN$o}P3cV#!6Z2=&+m%z3)#Nj_tQf=OS*&zM-Avw!T=XKz;-!ywGoO+i>EK?`E_^wd
z>%z%7F$0<fnCbH;^8DT3(~k^icw3|{o#L=)d!YgsT0Y*U)=bdLtABodb^3{yd()u<
zalwnQX?kf{H9?2m8V5zp8hwgPrH3`?NfDOl_VoqdAM9B?+<8oRKYhAqU$h(P;H?Lc
zZUD@rL7Akd@+}S&g01~mGsi2%^MB!r@l4X1Zb=&o)fkqNZ1lvPCuGx_GU2S1H9zI7
zrhaPR<8_!^xlX)IZ1?HRV&(%@ZjPKPmW&MEsBtFojl<HVU7gXxRSnC}b7LlJuZ|k|
zy-_JHWHdBOSg39{n#|I{a4?%9CEY%if7nY6GO<y8SOh3klIM|Fj;V5pbl2l_9-jhx
z!5K#!H8=0Z73$mJ0u;@G1^l8JhD0f3MD-UMppta-TC@vU79GX!j8NXac&XpTBXGnC
zq*QhP=;y!Zw<I_|YorU8T9xh@Kfmhw$HKX~+%YYGaE(lzRN!il-WgRq6V*|89t!o|
zFzIuVpa<x%p)za-6;aaP_os916+crNyd&;y*olz+w1`zlM(){oSnsC+r$X0NF^fxL
z-=qfjj$Kq<R5dEOLTHCmpZo#`)lJe3SMi{u5u=X@9+tl1`QtE~e`#mL^;?Z20jfp+
zcfbaI>2c2DMq!-DXY;2o*IG`-H0D>TjTH)S9{+VMB4r#<>8_m1p3ck2FgQLXb58cq
z>@>UnDsE=K1J?3P3l0`4TqQnWp6+^h|9g4S>s^`O92_@1zuzQEXTN(z8)b`GS4Vkw
zSiMA65VV9S<JkN2PC|nzXV@P)cheJd!@1{SPtSXe6A`vd7BUzWi&6BJyC3XVJ?tyI
z!gj(a@unNw)A-6%1B|H6X20AVS`m2E8+L1E->e$*ev<Y*Cf0HID%lT*hnHitX)<!Y
z1;&O7NhnERf1`0%i#Qo2`Sp|hJg$Ng5w@^!qG3+=2iOEVViL~HM{jK3%cdL%4MH5P
zKt^~bv)S=`wXi>W=e3O2)(3JwiqSEe6RsjSaM-r=Zm(yF*dJ+()DUs^DZFD8`vI$B
zc`4%_ACo4Q!XxJHzoHDc((Z@E2_Iv&?S#eE|5$XEesBBz{LI&*+1j^#*{^-E?cJi(
z{C5lHPQRX#uLko^*NQ>t5l)I0q6F>TY3UmGt~7ZxpFfWL<8zXA?nwG(tMP@MH8Euq
z0S)%W#Z2cD=fN+DzT@Ol=-FT2G>>nbo(Mhtd3J%nP*=ve(KaTgWvEu@KJB7yY<#=^
z12R1qJSOIsf}U(|1yXXjHg+N(L<*hJ(@<$goU1!KjlfD_emIT)u+u)HC#ptccH6?n
z|M$k(qOD?UqUTWk`Tm>opI14nGcul<?%i0Ic~e3}#i<g?kejsG_$j+Z$D6eB!p3|r
z%e8X*$8AenBW|;k3@3s;Ea%@hEjq1vt6Qu_N|wBrJI&&^ebFWR?X@J^*v2JZY-~b8
zLSxo@r&|Q9?%2^2SQf8uEpIE7@4VT^LYaELq^l!m@T*?0r*3vXV^rp?n<*9YdVaiJ
z399-&`nPfx@iZezZ<pVS;~)2tG`z4e`(4U(Yq5QX=Sv2;6VA!;9u_L);w^*m=EvPM
z$er?lX_KwOV!y(>rIYg|h3ydpXXM9I&K$F4F-Epnbw5sW{UQl63NU8<6P3Ayqt7Ku
zf8)#qdSO#reDnwzj>@pN7=;1_H~*J*&11cXvjwTn^Yv;qE^`@<<iU@z7<Vp=-yX%(
zV@V6<OH9*F%)fq$SRV8`wcyLO`x4vVg`Br)E>qvu+wPY1Ms2y$wCbF<siq+-kzN_b
zALRexmqb32J=;9-TI#LP{Ztax+Ej`MQhqm4-{xd9#v-LF$g?^kr9)Y=#A?)>Pbt`1
zahv%v&KZ!BWo#e%Y6_0t{{FX@bZE5PUW_vkr~Q+Lw4J_KMEx&f_oLPMdndzJP`IDc
zJg;&p{PYlIpxhuRb+fW{3GbE6;*dyDCx~daCH#3ZP4&#Ekz8Q<O!z3`y|ktRxtw%H
zZ4<2;X^~}tm4EeTf@T4fmlev>nAJVHU))+5OCy>UD<mV1v&Cqp?NRQo!ai1Nv=_`I
zQ?QZ8>c|YuZnV!Zx}yx@N?P{n|DgAe|Hz)6;2o?@xy?>c?%>3wIJ1XD+$N6j!9K8h
zIy=#Lp~>jh>~tkbQ)>OpL?ubv(%lEymNo&;JIPjEX7OTFQ@njBIjFoe6Mum#{zi|7
zH?%K+r7(qZ4C-s^|3%tVj9u-L<xwYU;YdqYJRTh1Jmswt`8zPefA8<>JNBVrN2DGg
z;kf}Qw1)sJV7O+2%j~v#jmf@?ZJ9Z)=zWns3F_C~@ym@kns%ETp_@~6`x_l`0voM$
z<bt)+3x2)dcU1aY^lhbgh<CWCUE9Y#`@$n@udZj@4b>|3Op+z8!}h>-n>wL2DrUyh
zyX+>nG7#xIl#i9&nN`Dg(0c8pCOB`p{zB-qD=qS66@Nlcpf1kX7!WS4ncK@ajsN4=
zkOTZ+jf8rPF7(!-G8!x>)oX2NZoB-UA6&I;+Y->KNZ2FLI1Q^fyDr|{Lo3iU?TLd@
zJUp~@ETy~2u0&OL)>kyT5h#`Mr#-UtcXlMLaTL&#9P5w0oD5%;jk<29YYM%*S~a~3
zQ>aH)QTK_OCcA}fg=WYFNl!a*i~_MHyzp<=P>PzqxSyyUo>|FGBBYJEC{=R>---WI
z_nK49%H*Q+#(PS}zqix|R6Y?FK%?A6_>xR>{mlboBlyT1{Uy}|Z=FKj%<Fe?_Niu$
zr+q$+JX&lYkcbv+RB@fpdPF~)n4Z>Z+<bK9x8Vxnnp-Fp{)9Kb!~0t3V}(t3F7!-A
z2O34gmjl{f$66XRU6|Sx-WYLZbH`G2QCGAfU}C=f)}5Z|P+e5wsv`4cro&8Yo69pX
zthG#0=>1u*z@`_96iuiX5~tJ#H-{dLtQz+p?)yfK2#fudHMJ&<^D0B31nuX7lRC+6
zZA-*xJGT1Jr?p1>t~~hlIS>nVHIg8$jm)-ok^&2hl2AIx+dP>1t6{~-or`rZ#Zzr-
zwq_h_XKcl1;on!eKla;oKAL%?Ft+un$wgk!v_K`D>O0*tvvsPIv%PDh8$Ha=j17H%
ze$oZT+zHuL8k*YI#xVpMnIy#$1Su}+qDHe0L|D=&_JijBX8C?|PM@^4zYUFaw}waN
zCYw)#i0H{>T>3ta6ztd#>UvK$x^_5)6O%LfGe=5<tyNEw{heyGrJ>FI&eE%Jm=oXj
zIz1sOzhU{#pvN9#lGh<#a!K9!$v<btHR6{s!q!A)wJxjrFS<oIi9|OwXKLqP8UIAN
z__q!ldp=t~PeG@RcP)-knO;56@0JF$&-CBZ3k|33bk18T2R#ci+`WA#RX3H$qr0Ny
z-y;)L-?9}D3JL)V7aI%F@+c@QZUZGei|?jZAO&w=farz9#EkC0`~IWfd;Moa;gKMr
zCj~A#oeGN$%@Tzs5+b`zCyhe+HISnyr3*J6%@zyvpSSGr>z>Cf|Dig1NR+0BqBukO
zyvUfTJ$;43&a{5zEzLT*=`-g}N|<+^FY{VJSQ)#-rLQl=cAkI6s^KKMnv0`ObZ_1$
zAhl?M4Xf+rLiWJjU@8kD3H6&2WH(cysmYXl?uyPjDn@BXXV@F#DJLsyuIG3Dwy|2c
zO#Iil%MiPJqyX#lU!L?9v}Iq0n4DkV6`sg|uPtf1<N>RU_%B;Xv0l|R7!0~T{kHln
zV0u=zWj4^5nDu}d*N^7p8FXYi*r1~PT6)7*F!d`p7wF?nT7Ge~vkaoSM>2*cd?pQt
zv&}n2ZrmI;OgN-zW{r-trFWE8(#MnV@91)Hn{ixhowdd7<odk7#Sj}x=k)ID%B|Lk
zRdjWM2lu)b{doJs`|K2^U&<bo1dVc?ke7@E|2D2~Un2D^rK1tfl+~pE!OU|1suWWM
ziqirW&B;oHipJ2Q{mk$6<`mAJfJekRZn?GD&mc=2DRam>6R16cs~J<W#TVR_F1<aH
z-=^6}ins1X`%I&rX=8UeM0%u`kmjW~x2<fAQ7c{McOnMoU}6yuGKF?B=X#c~pML`V
zS)vBpbP_z>Ov0rS$+7nT&~oRc(VrMOy7n84lbrcnC3Fs9+mfKrV)kptQ;gWyR;2PA
zGYGA`b)mmGi^23bHc_|Q#6z{?Y?&Hlax)KK$DmE4QKB>6G)I!rtg|B*o$fW5-(=;i
zF;d^*y&~t5Nzj3Jb)o)#mxI`Bl-D9!eoJI?EH~5Or(><{sF=mLYp=G4XRa@t$UP{b
z_xJZl*n0@Bf_DN2l>hOQfV-7+`ma5fsuxvIR0M#7*tO}X*y$5`d53Z-tGpsYLaEym
zd)N0qJOlBhsP$EEoLelB1!OqiC22sqf~eule8+9Z*|0BB#fO*UX%P$&`b@7Y0FdLx
zM7`s(4=_gVtVx-EI`_k6DV2vM{%-UP$*-kz%YQp^i)?WJQZ}adPInCV6}bg{W1M&U
zGwOwRKC*CZ+HdjrEVOazyrS0Imt3!#-$oy=6mp^Xro_ml)=udriCr@XCmH37wQ4Rh
z*D%@CFuBM$d^qtE<GP=3C?E0h^-jVnt7tK5kgF?U=uORE^YZQI??p@WOSK=`Ynx2t
zR0vU_-_O!Bp7%^<gQN41cte|7Jh0l0ThD9JW;b!j7)cl6F5k`xYa3f;#s*?SG~IPH
zCN@649cWV3{pT(w0<DYGsQyLx`1Jf{%Y1OEk19e%fP;8B%ZQ1!Pcj4-{a`*=b&QS>
zcVo;V9bsWTVPgD;XLtrD)OaYwN4$fF0LV9nKqh-aW|sv@pySN|u|{zpG^IdQTlF)8
zj1vImOo0GYvsN`x>T&!cj7f|Nv`95$G*b~;1Lyaypi#fapL3qX!!IbhvBlqR7HX6I
zkJ<YbX+DH^`qwRw{P<rd=>O0E@%YPt&}Y`bMnFHjbNPp?C<{5MO~nbVS_sG}C@jQ5
zfw9Z^?<c|W0Jw{Zivv+`rPtIjF8qI(8d02|haKQ8vI+`_0YuV$<P>n7@xfBntC8BZ
znM#`r&Z!dt+C~=tgWPy2$~3ly?hYo7ZJ(8fvEI8!Ok7-CCuY_-@Irj}J>QW!>lr7T
z3tD!m6^+-q-b~s@{kt7FNZ%fOr$j|uzyK=iKY(iln671JW%c%zA0iv#)fXFvt#L{m
zCR$dQl2Zh8fZqUupVYeln*{QIgK($<vGj63pi38)mQ24STsv6z`kVZR&5Rb2OW{-+
z_yI7Qw-Qr7euM$BCL7w9xp{fp5HKmM6*Y&5@C!FhU<e!FO~{NXLd-pIZ>sX-VeI(-
z^oT_Kv;&G={hA0gE0cnpzv!Qu`BK;2r(bV_{6s74qrm8BD#z7PN_rzl%HJz1!p8{i
zO%znyU#F)>f&%{!7%a{Ae8Q;k-b&JX{6k*)CIFM3?#)(;Sb(cSq*y{iLpAmFgMpz;
z3xv#pRnrl-4urNc^NOHte)AzPN!wx2I_h_P{Iz?vy>PM}dgRiyTHbTxctbpyHRx(d
z<6aWNa0L1bee=myD8det2LxgVC_lyh$uuJcrL=m0Xa>QUZ?gSFtwZkCfmyuKB_Mu$
zv`F{31X2XI?0_T_0y03VE<cvGg8}gqG9PhE9mtC0bFeEYKy+gc)X9`Odp<KD`na1w
zmC|Vdgfg}_AkQLxZURsS;UjH=z*rDS{%az1(JX*DX65HAjakfn3^w@~L^%fv0CWHe
z^G7tPJ_3iPP~ySeyBu|n%j}3SSsCC_5Q<fZj}P`H+{Egko-c$ZMk^pw6oT9{&rkcS
zW7%VYBjYJRl|jH?p#Z51&QXaEfywVs;7<o19l4sZ+?u)qOq<KZBqSZsZXggRV0;yc
zrDq+*I{=zH_^#xp5!^@k_5*UKgr)jmIH7yKq4y^S!)OZ_<{(%zSN`rDpJqX)kO@4b
zCrmmo>_Fcp6o@##ZbKLRZG-~_oJ}>ei4fW=xTrGcO%pb`jrK3Iwn0FLy>k2|NmvD_
z0zq+caWN5+hCwG$<ha;bfFVMVPnarrjRx!p<ii5Z1evBru_B^<X6Z1Lk5P=~ta>&E
zdj|m$)1-<!4cuRX!E^m{OrnAvCEO0zsI&oa6*7CR0V;;3on$~K1{pCl;qla!vz=V2
zU^dwR%d{21HqZguQgK(MTamq_f<i{d2_dR7x34@SgJ}w&${>;h2x7YY>#Qvz$k#sC
z5&B)UeARUK_Yg7#ju4WzLHG|CW4I{f#V~M^WF=wQ&x%l{YCj=7yV6JP{W&W1X6f)m
z5IF-_e<~AAQGA&o!2t>ZBlkyORY2^0$H55EIDxfvZ)^$vmT&uP3qYc?R~=x?q;>7Z
zm1Cf8Vj+N7U}{bL8hT6s%4^8x#3y44LfElDA=PD`uZ&2C&<!Q6ug{2rk4q=;;JsL2
zgNB=jMr1?pb%ExS>wx0A=J*Tq!@h^#^4T+O=6NTP%a`dCs*=G&w65=4d0L_}Kn@Qu
zU1mvlVm*+wK%ij*8~HQV6IHXY4nMwDU=D_b^$7AX*jB$r%d&qaTs5jg@-mb+Jh~N6
z@`X;t8(U7_>TQ0n80hQgyZl(R&jfB(g$7UuvwPX3hGEUdgh@>#h}y9u2uPU2pogd5
zVSKhl5AZ}HxOD;FmlrA{-bk~0!%PVsLiz|GyGV?xYSd#`Ls+K3=>&fC+c_>XPS+7e
z)IT~Z0F#ji0|FwKe*onb=89;iJddqW4ZUSxY<WyU{iAyX(ZmB3WIyCqfRDT&cB&#j
zPQH}l5V5rjPfO7Kz;<VSngtQI18g($ydMLv=w8(`#wNhBIg)ebUaRW`2zv0pm-iPL
z-V9@rVup*C2b$xAYl1$gTZ_m1bH8`KvLAxN3dsMB+z97AUIxVH-n5q&Ab#=TZu<i&
z9k{hOj`K?FfcWgxOt59jdH%32;dB*Xp0uzW`X&BsAC>|#_rWpeGJx;k*&#~VC|K9F
zFcCl3xIfkIgGbU|VWDAGZ?sN(=NR_XheD~1u;L140G?r?zV-=~R9vIc76+0M6R>U%
zVAaO}XBU+YSq6w)B!7Bsb`$A<g2N7kDUUFqLDnS6s^RGn@3S8@nzf%mqPqhotKJ_<
zAA!x$)Y9?+*ktwLLB%VCKn<TeX~h5@$MdE`Si`_C4FuRZ_c5Xb0ytk696+n_A;UYv
z!@6ea$W#^%0ogM>{ygU~5EFQ@J{1m%e^@h>RX~e|Ng6H?<nslsF@;L0HP;eEz3nH{
z*6p=LNy%ZSVN+09KxG`d`~+Fb$>IamMUYCNW{y;7fT1jt!>z@+XqBs!@b?D4*s%Wm
zVcSk>GTY{lpefw}XE+C&iW<zc2^fBK(2Vvk#2mt33I&BJbwsZM`4W4OmgNS_(ICWT
z0+v=0AU7Y5NBtmFK&Z$;ES?84C<*|AMgee!<s-mD{U};T{UR>j3ITP=5CB&yrPz1#
zfaD1XGEyO=umh0C=m2?)8+Q-k-dsjZ`5C16L5N`n2~#y1I=ZUl{FCeEBXz~a{}AaW
zKwU;I8lkr`InTU8KzLcTwfbTNC6!`;Y^#L<BU)IUgQ_FXVFT}#%{QXcdcD4@-3+F^
zq8kL-Vp)@_OZ4n}P7k21t!AaT{v!}PFGKj#0f<HUX3x`)2n#U9cVvu-n3o!{{NI3`
zIQyc$18~0V07zYNB<Cp<1=$PvYMV*Fi8VS&*BuIQgjN6g<ecx`eS;vT<sdAVd-N#t
z0N9R~fi(I~3=vfC0I_&E8JSny0s`~^ZTGdbwzgi0kJjY7S1OGPs#8l9*CC_~Q?J<_
zHk60B+plw;a=tT?9`Wlbrl5U42SjpO5Kqqn<xNDm40J!#EBYd(&bT8)=Llyvo&TZz
zfLA#2o6Gzh+_kbYO@s%Rm6e4Cv}rI{$56oEi2jbe`oPLzr&s`W4Y+b<EcIXv`R=ja
ziD2USVN(qh$@HIM_Nn(qTp(PS13n@ZwEaOa5d<z<<A>vSHPGZ{b58vV%7j^KzaJrC
z8e1)aB#c49H%e4`&yc)9MMb6H6B3hAL~DY#5>4$*IM%1r2C)~oQKX}6NCc|rCKJuM
z3IPTP%Uql8gDy1ykb;1ToSoe@*l_rPzNw%R#pbsl0-JK8%39XQ=pxv;0)2K~DizuS
zkWe9HLu?EUE$x^H26<(a>N|k+fbdWUVAI0w=07pw|M{fz)Wqx`l5LGh{}_Qbv$$_y
zLA15IZ`C6+7S5@p*+aRr{9Qrm<wfB0A(DnboHPNYm>NKS1N#((0u<)2;i3x=800d!
zfkM6s$e5tK5u5-bjUi^w30D<j8X<<?3<TZehGIuhQ)2;-i>ZA8QY5%21mqmeIU93V
z{oAS+!~(L>oDJX{QQioP0akjEc{=iDAn{RP&z$=`82S4U@*su0DTn~Io8O1Aj#-i5
zeh-Kg|INL#GD42%v66``P)Gm`?piv>$ZM~qT(#tYe@N6#WbYhGGK)KMGrModESC9`
z&}U_2pa3$jJ)DfF-%Z%=Ea!k|46LP^Us<6j6e7HHHvRY5t9#zq^N<U8h!8`@TE`o`
zU<3%WE^0iz7Kcm})%^E#{ab%O%6mj)YaAO<J}quKdJ2$5T#h?oEg;Oa*)L0uMc722
zNAEpVW5@AdApO9r`PD*6PMCpE!ZHpAVy7WA;-1WW$o0M;GgHPL*o|44nQTtM_lQu^
zK(5lOC<0$K2VM;p6oLQ_6?6Cr4>vDApAr~^w17scD_;jkf$UW-KrMr4)oVb|Y4zTO
z<!sl@lgoWPg;+T7Xgu!1%L*QAAo<D%+`f+xHE_UYmw)mkpW%jO6qUiR{bR%eeFWzg
zV}-~NhFTTZ-f>Xhb&BcZ*akvj$lRRC?DnD7N%w$8`N$psDd~WDNez_fSo>a3Ne!N`
zsptRcupqv*k_OaHXRv+Q%zweK#Zq*^#Ri|99)}{>bv7R?Ke$PlJr9r^`Un82e*Em-
zb7>xX`gRb+1S3`wF{BWNhr+L1iJS%qlnEp!2*XpaYOVS2nF)wZq6ydfQl{7Gfm2Qg
z`@V+42YC|2Y##wN3Hscpj$DKl5H#}{R;dzZdU)M0Gx7iRJvR~|W5#Y*j!Zvii>{A*
zI+(;3cN@cDm2q>*S@uhc*j;Tsy_G-6q&nfNJ0${(Hy>?3YlF-rj9KzLVEQmsMgWim
z(q`x6%js~KTAc-|?>C)FlpsK$zm`?8<IY$suJQM-jAbj30~A_uI|+QE`w1{dQ7Ev~
z<Y4d7`uh590&XV<n?T%XhhbH!+X{Ss6qe7dRhRjv(ud@V*Nk3H`oqm64ZQdwp}feV
zFRcc)2)|U|Bq1BTPIdWf#QrPrGxs+oATu=qCCYovo{fK+cupnB*+7LiR4V6Y;m8^!
z2JK&OPKRYjh!ev?5l2*t5aD0o;euw|^+}+YEBikMW0EAigU}Igh=`momP+_-bp_tT
z!J+$k@B>5EnqgCj9`6@tc!)_!vB(CT`^HoabXY|E26@1Ct$6gm(ryhkPooKO8_r^;
zwLJKXvU16(*ouLuW%+d1bi<nE^6p#Rd!8e>G<EaLX>9NZ+u?x)!G@QuIE94szW}*U
ziiP^J`k<r;1>r*wXcC1;>)D0KfZ;ncQ-AWss=pXlVgDhEdud#2&xM2oV9<EDP9Quq
zfusn5`ECHocOLkwA0ZUI(b)(wSkhh#++ABp|9;=@L_pc5k&-|$rQK|14!v=hB=|G-
z8qX~$l>7Gab4-GsrORKq^ZV0Ykw8}E%Un{V&B`Y#B$MDaTO#m&H7)Q;+wye$6B0k%
zYjD1Xl)@)F5dpQq)3m@17aZrGNqvyg$4j{0*pm2JD~1q3K@D3F=#U5Qw_#;bBZ)29
ztyMvAaVU#aCpy@C*Ic$9BXY%-Ha4FiKofkidJhuuD@$VFR6&i!dv|4I9?@#jw@A%7
zcF%9BYKo&fvHs1-bF2BwkU*2a#L&t}`>*i_08~XHWbj<x91)_};3*N(dj4Z3VG)tJ
zQPaqd3(p%~L1w{_CIwF_OW3=p`t&l_lJ57@;&#?r>SM8RCw?G;3)(Lzs>}-x5Nt*d
zK|e01l2%g_*nL6B0}z3wH<#4fV7F$Bft8w;hfowrG~vU2H6@|rYw3E;fl%imRGJUD
zQf&EVGxrT3Q!fxO*`n~tnZpW;>y$ZOxbCe6!!to5(z|CNAq!yo+d%|7b^=y>j?4Ws
zw)LSxdPG4B+`A-?ms%pad_?yvQXK$4fCQ1?&nkDA)>6MF-<$^@(hAAGKfEFDgkF(B
z&ix)pMrphbdyEG}yQ}7r^^fQ_iKeQnrb#e@=R$;45e^{V{Td30x=0bXfojPNWDe;F
zr8k8r5MjIDSaJavc$wp}*6MgA2@rK#VH3TV_+(YsSOx396<9I=iqpsd!(0PlfZf*T
z%U3!Vp?(588Y!pD?7C+6PB42lQ#ZzSbaW*3v5y%RU5dLMbm7XW3h<LC2!jIRhGV9&
zUrB$l0|2xo-2^Qf!6^p;p@x|4gX92`_#;^_;Af@BUVcpyMm{+b>!~JQm;V7o!fw;2
z>l(7Mz6m#;L?eQ6@9!5MfI^IAzQ)?uwq5Q0Us9kt26YnwB*RgYIzj?qr1ao*w&dkU
zF>b{a`R_77neQ$z_zZy&&gF(jN(8BO>qOK*a%}q0<C3*Uffp~qGSAQ3MlTWxx<+VI
z65{$bXR_r~I~NzdhG{=GB)f)$j~k)betl8d*SWGA@^}C5SvrG|d05VpT8uO+Ys1&3
zm?@L+Y4}k{2r(k4_YD#%<O@;+cAJ`6{7nRi3^_swVi1soA4F1x`Xo3IZ(9a+reH`%
zwZtNiEYu0vAO!G0IO1$_6UGzByQ``3G;=vvbBsYr2E_`7p{Ri#Oqm^M!3Kjqe$daK
z=4R7XC#Pi4(KkJ(a>ze4a-E6+^j~&foiAiAcrTIzy6%T_?~-k_&Q3uHH{?-!0MB1t
zV?j1QXK=S2u&RBf_&l3Mp@h=`fNy?3!lv05%LDQ!U~bSsmUoZh_zmTNS$zPSz;}<c
z1{4>P=fPiH2Enz*U&$>T94ZpT9NvK<S_K8WoeY=UM*JS^Xe!7JFd+{#e@3lVo<ea*
z9zxm<C>z8&fY>zvc6Pywmf;RTl+}?T<9h?&I8kxl5gs@q8tx3P`L5{P&i1h3^WbZy
zpDe5RjhpTR5}CMU<chfCFIJG6Wkqn@FpCew;D336Y#>?N$}VrG+}W2&2nXg~HXo;g
z!_*CTx2C^(KkuX!MB5RdHTRV()Sk`8+YkE3$9a22=g(cUo0D54@7+5%w(hLdHsu5@
zpx?fVTIR}qoJe&SkwioCWVlV6AeS%$JLSd?#N{i<%Hkj?HKLvfGWIxEYZs_c((ozm
zK&lgwzSAs{I@|=aL|Hxg!m#^+#ydNx<Ns5x`!iV|Yt0-<00D}S>&~y&JBM6KZBXzC
z0{AC+czC!{x<GQ!{<wOIC?z6ck5nCzL>#!w+{i!|SnqSN?cVj3J^maW(-@%&1-L($
z@mxu_y^o0OAmUe{67vy}yGMe{g|62Ll5SOhHsLIx21FQbp_H?*bKMYmZ={;`wF(LM
zAhl_M0i008yn@giL`)Q@hwxDpAPz?|4#+8<MBD<i9eWQdS-Lad6j+8l)E`VR1Hl>R
zooXVI44Wc<3WltH_NHEl-TY-=ivTJifx(3;6me2=a&}s-<ca5m9XQZof?$&;%ZZ;p
z-Fbhn3>&eb#MU>0sF1k+@%3_igKC?Lur>k_0}BQ!cwC?m=4OzbBM}ATaY#P#f9m2&
z_kDQd!~OpK^mW(x<v9Fu&b$T7eJH7Mf|d%Bl}L7tcdqXz|FL*t9S@9b$RQqqMhDbv
zh%{9GmB#_K@(KmRTYhjslZsrzak#OZN)SzvLrpLOPJzd+EB=>qTn6V2<sCv?Y+F$#
z<&mpYJ%!|M63k%?*RVlzSlIJmmH;x@^Jy{2wQ^2SqBCl186l&AC>Tj1`}6N!p7h|y
zb1T?9K7~-05|%M#MLOt^!d0%p@hZfICT)I10ijx*{CSUoH2@`rH|JUZed2c<P$4HK
zW>t#byd4Z<amX)G`F-C-{)>+Ozg5Bid&R<EoQXQeRicm794PolNnTy982!-ae*qOC
BJx2fl

diff --git a/examples/summary/images/traces_neuron_activity_Syns_B.png b/examples/summary/images/traces_neuron_activity_Syns_B.png
index 3ec3b4de2916bc74f8f178b6916b4c99d3865dc5..a2ce296dcf4aa68db11124746a6d0158e4b03b03 100644
GIT binary patch
literal 130
zcmWm5K@P$o5J1sAr{Dq>27y9v<1mAes5B0C;pwfbpS<KB{FXjmy3M)EX3V|M%cIJ2
zwta9Z<7s5)Vh&KFla_XKA#T9}5uo=DJYX#)R7jY7&3{dqgGF}H+E`YKfv7Ta0=`lX
O2y0Q&zpT$YTJ;0*wI}HS

literal 42160
zcma%jbx>7d_wELyB&9)8jv#`Rpp<lXNW%dHm2RX%K#(pGBqam{X_WBLt%P(cT_SM+
z>A3Iq`{sA=%>Cou86D2R-fyn;tY_7U&{S6-x=wc;f*>L#MOkeK!bCz4MmHV~_>JRx
zy?F3L*j>)RUB~H}yQhWgQ%KFi-PzvB-QMO2^NXjhZZ=Mi_qm0*dAXRa-QAttM0j`{
z{^tR1C)ejZf|Z|3z##a}iiU0wL}CH|$0(90w1J>}1|?ak$6gtKetKq@=$=UI4%R>2
z?z7)Xuj(!EOpK3LTfa?e6B&F>7GLT_Ibv7vw}uw}d+R%qXadFjYZM`}q@<*pgrRi!
zh)_wz9S7fcKR?!H%rQNG_JVyT>0SN(>cO+ls;{0qed5)k@6P_X4R{kTWw?<_<FSOs
zhbH|Y4uU^gy?@^k1%E&&-9g_91)r42lu_UjQt8A{GM;}ABXa(~9*MtJx0+_BX=pgL
zGqd&cD|IxV*vWE|OWcOntmm9Rjj$`i%CM`(X5<g?^OmpZuA45~^=s1%^26&5v5}G2
z&lgAnD?}-zV{hI@T1lR^GhISmG{wcmu_xlhOybd^+jUqsA38>xnVWk39n*K|X7EHD
z_#Q0JU0puBoVz*;6k2(sv)e(gF+b6K=~26;r>7UpH@-5H%4eBK<FPtj{hWl+_YdFs
zL7_y9Fj8MX+}N=md#O7v{QHWujSa`M{<K$2SI6Dfc6QYq)7zzn)deGN`4ttU)z1gJ
zz9n;74(RGqMp5&0l?VLgyoQO9ev1tuPO~+ph?A?ME{q*c!qoMv(YMmFn>d>BQN!F3
z8r{vbl%J&DMy?_D(ypwYZPl)!ti6iMI&HlCY&nCKhEQ5px2K8_GN`e>!RWKjGWl2I
zFT2DE{`S`$@#BjCA^KRxL4R~7wW#Ux(bi0O_SN}X9XK=e4;hl%{G%8PfmcU?=xMuh
zi<vJDLzXcyF{$GIB4UgrWsQeM(M%GIL_|cBH8$i(?-fe>>6(qyyA=^N&-&>yJjM;{
zPFB-hhLzYcAUZm_3fr-}pG?0}k%%8NJ2q?-te^Dv_ut{<Y;Px#h_)+l951WD7j}&N
zi9woZ?|b;C6_?2`Xe~RCaqeQ<v(j}%c{bo|%jJTxxR`Ndi^kGfB-15k#cOPQylutx
zZ<;$s%k31C;f+aC&!5;(-S6U(MFyj`6F>2~pN?PKUk`gQaO#(J{GBjkaythH)_r+#
zhQ2)8Sz1ogh&@T`UfLMh8Q?C=d_l+k^-tCM+QV6AEcsaah{Egu5jOO<!NG3twajq#
zY`;V@p2TtMq69)AFrKWG6b3hHSK8#o)YHr`!CPtR>FA4{K&Is6<R1b=GU3FXWBO(>
zr>8!j46E5r^-tSg5#-6-PN+9zSo7Lwh;3_=<}#_P7&+SY5(C>g24ac#exJS^zC@$j
zzl9L(!U|8H-fr4UE_ZJjlw=M<p~U=-zRqo-*UV{f0#3f0JsB<10yBa6jyE&{Bh7hf
z9)<ITv1fT<BFk$>EdP{%_0zG+N3Xvjb$`VdCKpAu&`E99vD}-KV?)QLmKHi;7T7pa
zA5P5B_IUysRaI5B?#-$9>9z1$FMIYiOG4kH?HFN3+Et_KXKDwN@1AEx^d_-eUY!0F
zx;PkFc=0u_-TU+B&&P+g%`sI~{6d-Ps+l5`fu|$cPqy#xeLd@U3J6hP^hTVzJ=(}m
z+8t70>dY`UHH~>iK>cL>M-Etd2o6!3KG>kT3*%Pf(JvW)|3|9>nK#}1Cdy3XpV9)A
z*mh5!ot?Gj4?NqdmC@B59UJoy*$KQ{3yjasW@7kO^668D9JOia(Jx<;>Sz7IBO4t(
z39RTfi7VmN7Y$`g1EM<}Kr!dtMYJA24%N|kMCpV=%g4oi5G4-B!p6qdd^6zj(rxe&
z^-kjvBi+rLaT`teO4x6_5-^^xd`mu_o@l}eZ-2>Ijv^C%@n_xL!rsoV-KH=z442Uh
zTFdlg47fU*TRPn=?;bBTcG;bmQcdN>Xg==bfnF1ggV|mcX8BwPm*7*lQ&@br>2$1o
z5nO=m9g4`4=_sD2*XF#hIm_yDzZ*24{oIjf*HUQe25(_^(KMa(J1v4c*>u0*bFz}M
zfcDx2r&-;d-R{}6&%k9^bq(C|tpFem3(@xnT82NUSU&Oo{jtz_+NMxyq=u2n(o_6o
zncRM=3VZIj>*1+iI($M8e|fQ%)h%A1_1$U2yM|eJFsw54;|J-Z!h!-E7=8jT_nEki
zYVew`E_V2Q4y^soX6Cx8o_;?)Z;T!P@grz|P=aZsK&>78%6Z)IdF#&6Qs4c-4tS#_
zWewMletI(P?d>`D3r@@*HDCD`o_U>a6uQj$A1!>HyWrk#*yR2L(Aw;5dgA@2&q0O?
zPa_2nY8R7=+vK$bKxG&%hNh<@FV2pRXy$<a16(f9$Yyl&JKkO3RU_AU^!IUG?bUc~
z6Lvc<fRp0Xr5sJX!AD2*+>HmrsgaulnW8RJPg53V-3B|I0?&*oC@ALB?8;hK`_uE*
zW&x7d?GK2$fR!%*bm<rjIJ{4I^8xs0zs~pe_4v5n=)^=`QxoG%trGzK*_VS7SM&r_
zT<h-J(X{tlguB6teiWXuA#S@!<HW~FT&7~p18Krp%W(T%b^Ieo=Hy=OEScM{#M>%D
z(B=95pl1Wg_bQ>ajKG5-1$roOF@jwrv)a5BQylDPeeLRWq8U85_noIZ!?P8edN+Yp
zL0)36`ng8o8ET^--An)KajnBl7shTlQ-ILwaZ2;~Q>39GZA>*MFi*?SF_47J)Ft@f
zgrUpTbf+${x1T<Ja@;9lmpE=E0Yd{(JJ|4pW*3}yGete+<NU#GfOX8j#Lew)y4Z5s
zmkPl_pPrtk&X~D$Qi}2L#GUzx4+yVmh@r3HwjBMLB6s^`?9|wav0MAghtuZ|khFQ|
zcyHyq<$&oIds^I<tG$$F*|=BIEaJ}x=(932`yVlqtf4ME^&da(xOwwt-rD67)79&f
zpAQ8EU7+)(v+d21!Tda@fc<n-QBlzd`uA^Jq_%b&#x8oPdw;XMIZFcI3aY-oex%-Q
zwQoUJSC_9lEAa9}T_SFwJ=_gC&-DBi!B|pSx{_9aW;&n89kSFZR9~S+dRa6xsVsXs
zAEYCc&h?v5byI4E{f>EYTXyQ#vH}7nq_weiQ9VIbz>K^}PG0y_J%Gs^_GNW2JMMXw
zH%@_#{NUNy+*RyHox;TuvkTk8GxO-bXJ=Xdhf{aBxnn;H2nY%;#60}fa(=QOw~zo?
zcE`$r#r0|0SX#0oeYXTnJjQe%b)Eb!DaVAUc#!mN=eQEb7|=XyO!+!T6P_A+t-gEC
z>woGF03v6wHeJ+{TRw)4^5Q&{TwT)9k^9BYFCs}U$zymG02pX8_N_nX15w;x?Uzwe
zQOPd3r!XQ=IugHIQr;A~x94i&y^=g+SzNpb?p@y4_~tKQ98>q#z=nc@gV)z!O9sg<
z#r35aS3e_4OG`VYG?S5$>GM~Bw?CpG(FsgpTtNXFmst}%3=o<|Mv-QhdntSb_sg12
zZT*fH!Y4o5=^so2Mxv#q_459J5bJ6HyLtvq3=^cRtjy~;TeohB(J@=npZ*XW2g8LA
z*A11oT&*{qP%i<@V3p{Vwk7K$BeF04JU7)NXN_xYYPw8qqGtIRM8?B!o>~wApZxPo
z530jIQz1Y+pR5gJ78MsutEmy`l_MD*c>)uVD(3Av+f<u-2SzG%T;MsYNciuQwe0Y+
z&F%~@jKy20z=m7SHTgq9&$Ioh0NxwVo$AHa0tIG5DE+QUt45*dPfkvT&O{lVnlBy@
zGl-1tDE(~@BieNT^!`0_T0XERIra6labkOTU{_Cm-BQwVaM<GO6tn7yS0^8W2@#)V
zmt^7-Gj7)2<spfZyrnn<LBg@1TKl7;*^mjOFVWMdPhoTD0xU>wLqmfG-=3phEis({
z9*M*`Z!EoVu*1xkg{#Y*D@|?f;M*#1=K=qS%X%1i>1Ulrr8a47WVHK@v)ujNr=!EK
zP>|XABDJ-nW7lM*CEwF;6zA&-5^V))>8A$<komVa9H~HXfQ5|u&eKdE2pE9#kR0^_
zU~@`^_0|d90bGISq=|O{y~gTFcWR1YRfwGjR=X8gz+9&kvjAbpU9?vm37deLFJEB$
zf(4y#IR&;KqnG$Revd9SXz1$ZRbH*|1h)3QyUzzMS^TGX0(C_)r@nMzeyXyTne4PR
z{XN&A&s+o$Y?1C8aR{Goz0py}_;IncY4Gz;4`5@Q<7Ed_63j-@_H#`PDk<ErfK_&=
z{TYT&&NiQ<A-;ibii(W%DNW?-;(hVQz;DNQu3dBog{74EBx?rP<hu3TsNC)>-)-S*
zA+6kN*A7=IGXhRGfIL#`eKL3nD9BP}H)DGQd)Di2M&D1}LcXp5w3tcp%zrj`@O1-G
ztE)Rs-AO0?s<kMG6Ajj$TT??ZD1K&NSPNTn*yNlCNI>R*Jsks>_C+;cvfYEJ9u5&*
zsBVc~4p2O&rjuvc#ioz^vjI&r@mhFgQ15#C5QxLkTwwErEj2TnrSaP_8?Pc@IsuQR
z5%=@jAt}ObH75-Ol)wdO`;*=I)@~0o1x^kQDRp&X)sbjD<=6nud-t$^ARTNS9b@a`
zE*~F+kub$Fh`x{|Z+cy7Tr1xkzy)yO6^w1iz=X!YCJ5NLW`NedsD5xwL!+aiZ{NNZ
z_m2bSBKQ4!NCD7P;Q-*MSe_kj9k1ubRREAv%@$`!Vp9_-=*D1fustddyx=6J7YZU*
z7h0%GyQB-lfHHmBwx+6ap;JM3HN|4!b`jzQG&6ze#JC&QZ~bGmzo_mRg#xRH0?G$<
z6jy6VT)^g9y6`OW{Bw44GWPp@xkk}M#6s0~?sg!M(J<KwvpC>D|K2+D+cchQqc-z<
z$#k)<5dXA(hBA@C)VUQK`eB1Te{nQN0@dxd5%@O7WuZ=gmjH=ZSKQ$?eCx9DA!TtV
z@X9x(*QI;mV~<It=Pz$|pFROKvArHv|H}Ys6K9O#k`l|+HQKP3FbkWSn#x?2``fj)
z@A11y+;;TN^73*=&EERA3}H85vrqqSTE+$fINSAU%p5SQbz}gph={Hv*r^`{HT4n@
zv(_1>=AWC_C$rp59InIT(LC~TFOU1cUXI$k4!IZOl$$j(M)LuMSo@DuVd?TS!-rz+
z;Lr)I@(OpexbLC;n>TOF0cT8=2ow)E$YWXnmZu%|5KVlyJ_7~B0qhbztioe)vbT~d
z;&B(g=JRtu7=VR^g?qkz18y3nd^F9F13kd;ZY&b9Ah0e5odVU35wq?4&-x%})^EQ*
z^`R58aQSx|0gtSf)(v2x3^Ra%9J1BWC{WLg#3rDcPf%c#a&rTKy+ruQxRw~E<IcUe
zQ)H=`=u2Qd9uY9{+4#`yA@Q^RZ2K#E+}J6nxcK^nsV4)QddBOnE_wUO3XH3h!NA;m
z4`3f*s`~j7ct{SIy6Xf4Xh8U6Iq&+TC9d`*j$!i-+!dV7iE`Lgfpr#jb$Mn0*nz97
z>nSA=$r%@*obxct>4+fDxpN)qwSYZ3I(m>MknQvP<DI*A+hEq20Zi@C5+HaKdSxaN
z!1XPGkBpue_lx~hFeRs6%ZB@lX{4gAt_ff&Uc0ThEZ<$5!$U;Vgj{Y7i0!NPrSf6D
zdiCn~cqtAI*q_BvuAG0v#n+vtn`*MGS6#q7I>2wzNCf!x)hAdi=jP^G#-@<YOnuHs
zjJIkyUW}?A*;oc%(~MhL{VH8qv2Bf<l#C3P8E~4J_^t3fh3Nf&%i`A>jLmnC@DkXf
z-3W4aS2?XG(~|T*)o-;`aUr#|S}}INZa0*SOnkLvx1hnf`gPRQt)i?fWclg)I2la7
zaa*zhl8Il+3Qc%q&H<m&ujBO%6J1^SU8lysdW?A2o(ya{iAKDAOSSDTax&3$_*s08
z4HIexgiwTmN!(A!tioKXuQDx-E?`9MAsU1;%8Kvu@bIhw7D^nroS^VzU<LqXHn0;D
z0x>Dc$>{9MgTiw_Ue>EJJMxv18lp=I3c`3y>f))XsolccTMJd+4S$SLT=tyMO~-@I
z4`-afP)IYgL8pcdHt~RSudL+c&i%bTFCd>+Gjo^YXC$xP0`~hK?hoZDbkolO-~VbT
zE}#RjMp>kRK@X+e0&wdV%>chW2_w4MfXepR90&9dwLh@Ax7i*}vQwqjLHj(Tbx>$2
zdVS6Frw4VmpdHoV;NTi}N>m(^MAp@B{pQ6S&7$t^Aze}Y@b;mtt@QNt`u2tSxJQQu
zaYrhO#d(c%_`MJa$sD1<mFG1yh<x}`$AYf)J#vI&66KADbU^GfESs`n)Pj8$n2L$_
z6V%MW&I_>BPXNDgF}x=A+SEFhn#G2j6mOm<@Pq((657fQI6(ki7r|y9Yy;N1)R3*f
z<WB*R0d@$f3VX;DCOl>XuP%;(mZ&RHEBOj^N5u>18XHG}NhG{LwCM-%mO$L6b30x!
zQS5xTz1wdF*k4*RKQuO@_wo(kWZh}-Vom;7JiYlsIW(Vu&K7}C1F@igj7V8U#bw5!
z_OCbpecH*poSa%ZIw9Wss|z0svwj~fLef3x{|S@9YX<=|#YD|TIXIM-h`@4mZG37d
z1lTXoK<hkRIN+w{JOKMuts%Ic(>3CmgmoR8y9@1rf>($V!f`kH5G-6`b0FU@!d?1s
zOcp5(TixbcFqT(Wr|F5{@lV^9(C>3|Z*A!>64!Nb@}pAI(^VqisS}?K`=`Zkh2)bw
zIv@pWT>zf8uI?*v<$t{b01Sah4;vvMLumyTe<my8fLap8J$T5T%IeRHpFvEB3yGrn
zp2DL5#Ov)n<1nyMIMQ_I-n}jNfIAdz07j#Rhqc9yX5DCjBEly4{QP_wR|DSeu*R1M
znx)0XZA$E!p};*O4Ki>s0CaW7f5-Q@S0i9}<9y|N$`ZK4cHp4r6#wS)*NE#50fCg7
znwlS)tndcd_*YIHW;89qT)<fHd2Y`hnj`St)&@GKKihpp^#d<8RM>5Gz98LE8n|C<
z8d=e>Z1bvB&+L#B;sDqD$*+G=%s=MFi@IiJBqIV^dU{lDs862=$HvA?e?2?e{t3&3
zc^Vti|F7=siy4PwK)Rw}sF>NQcHhumURjZwD@wiwpUa;oXUnIT6<h=#K78;3`pj$D
zMc9`u!6b1uHCW+yvghdJwpm)6`{Bdw(--qCFA?&p{|;i{OYh&#&Q1_C5fl{U>$bDC
z)kGqHtvCQmb4^zlpyk12C_cF+h`wmvxdv2f<3U;h2oxOS{5wZiLi-XgVR~X1MoaX|
zV;QTt2*A%SU_%>F{TziE!GNK+Ref5o+?uJi{PAAOl+6^Z6_4d($9PUxXB71k9NYm&
z!wyFr;OH3&$phSaJg5#>cNef=`N8Ieu$w<7Ctt(iP}swkxH{1|2R?9@+QXk#6Ee*3
zcpLYP&%FA<Zaq9a463Z~fu-kjm=-`?o^B4|ADtcT#7*H<=jLL<zVj{|YGcoE#tb8*
z4TcAm0I<B}gZFP;{?F`~ctov~ncziQG55aN^fW59MZkYkdXD9oWG{`^`#8gmx2xqI
zF`I{%laYDVHAe$;<?y2h?1IQ6O&asv?YZxS6++Amf3x_YgqKOX-Jhb|`gi?P6V7TN
zx!(s_n^cJK+4ejHq7l$cJQj|w>uEtYEOirDA11Nq3O#<vFSng(5t)!*A39vPQO8c5
z=U^&0%l@Y2OiOT9M`iw^j&A$ohh4{_muI15#}CHa1nX&<G&bkc9$&k9{?}QZOWNEG
zD`Sb^#^f}fgFQy@O#1tn0R?CM`!zSb@wOdaS{iUm;~Fi{WW@Zq!86MLFj_?7jWm1o
zTjphY%C{5Hh*d(55+T&0M!Xu|a)Fa?Px(v*Px&QI9t-qgl&Eo<z{B~$K}f0d<7MWW
zX3E%aCZUHu^E3%jKNv~A1@L0oM$D|vVX{O>xq%3Mhx}}f`Ik`h(X$0pGpqu|-O}=n
zi!fR)yF+FQ6aMLKUd2dozz=odM{#^&s9PHukHtUAS@UeM+zgpwfLJ1AV5~rBt-q$u
zxnLA%t{B<Y)TXk0<DJka_wO$lwL)G!vRgY3CmF7T>E3wVkX9rcEkCAj&Fp^>E`?V~
zdm9N<RZ_1fbY+ZV<2P<~djKlbiq7`EG9C;5WB)mYqNX+0ukDJQOsETuuQJRC3pmFR
zf33>M<ExCK=r*K_Qe4f=kq6fgU5(4Hk0HUsD)d;zjR;!v|2%5#<y!rdCBGD7d?KBY
zS71~T0OyCE=tEn?yQqKZ2@bj3jwmZ$0M()KLbiU6q6ab#FTxYX!Rzm$;U^+k=en_c
zLpHtM=g24af+#TnX61xb%n^Yt;*j{zf9VhS7twkWpBI_mMf`h*+)?{xs8>95UjI%t
zKx4AtRe1CC0^%x3znA3RQq-JoJXhi;hxbp0+w@o9qd1aYHDp48k|*)qzbRtLJ&fXb
zbjRljPXG5bvD8}|^!mlip>b>zNre9nnV#KIdzDgySV@MN2F87|V0eCEB+hLlx}X-w
z@P8(8r59S8e{dTqrPCK;JCcq8_2-B{k}|uz(0g%bQb==ij>+H2g+TDqzoPDy(N#d|
zEXB?}tk0Jhyq`#aW8%IymKwz+zGa2;gH$N`{f2_&E*@q9wOT9Pag3foxb1?Vm^J=b
zo|;n_`)H6}<Bd`uR<RtMnhmv~^3S2a=fPiz$J?B0a`_Bmf;Qx2G-o~i=SiiX`Brr{
z`cwr(haxCpEskIMv0KPPI=dOM>CcGXl8-fd?Qm~X^ACM+W|oHLB7K<uul_qOdh@TH
zsIPyPD*C%46KixW4oOm*NKih6S(p(MG=&qsEZcKk@+tAU*tJ(5dFzPZaq!k-MD$kF
z;p6jjx%=_722=VEGQT|9e1wH7v3j&dazgCNAZL#JZKCntgNhbf!?Sk~+di8b-@8Gd
zNS>bdD@<oV+O6op>F3PSYzX=t5)MIU(+{wq;tO90y4O(T>K#J`Nw!d2luN%YV%!kB
z2JzMvF~6IIAOjP`1FF~nr%u$`MZjR(rhm&G3$<K4rhuQyf2aHO$<m3{!j;@fzZ`Ro
z{%>o@&=Q85dHE_qT5ezpS&cBMG}*s2ny`F#gWQimVhQZ*g_m>r+kX@Y!pJoQWp(0}
zo&f<Sm5$YwU>^${-epUZ5gh8>$*(r|di{9lU4H^;A`Ps0J$%14I!n}?y0*tPEJD{z
z7)X*_49IYwOKM^WU|D<IUp^K}bERDNB^00(il3vG*2y9F?#B?I7D||*4`QE-`12N;
z-plB*C2C12mD+zr>RPNRjiV}uxkTTGsj3^sTEx0OJa0?TlCmcMqMD=>d#cC5KBVvt
zZaq=yF2xFSVGd>KtEnCvTNz_1s;acc-PMK#+rRDEU@Yt$ySr9DgKn!pxQM9s$4`r-
z7^G@(Jnf(cjxHMA5RjXB_fMBCJN`E5qJEWK8oTrRIk`_sZ&gTF1To1x&x-A8kSR(N
zq$avYM58av2x(@d#Myg3pip{g?AEqSHA~FS^*y+_7zCTExR~~rsz%7?%rGI%{)6c3
z_+S4xR(BE4#aGquk~$S<L^U2$!AJSz%)QsC{5Q`)4yVWEDT9t!f)%G}5;ugW{N(S4
z_T2B}y{ZR&Y@zX%qsEJWZI<Zh_qJqz?0K9Tc|-*FQulQ~Tr<rYkI+V8Blsu)sp@_F
zpQlMhCa3L|M#JVUYJL;(b=yWF2!$OOx4-Tc$cCkS39edaFK`)KRm4*wgtMsm*>#;-
zXY*aiLAx=_^b$t8-(45Y7skQ4-w36iLG;dG?feulhzy%O8<dImHIis=`qIzWuUQiC
z;-)&iuXHY}iZ4qirn_Va*6gx5f2kwl-76R%HVS`DE7BisNvoNg9qh}<{1o~dS}Yr$
ze8b%kfrMH@a8lFnnjxzHoz2DQO#Z24c<jO2`6;6+e(g(U|9MUGV`)tUE>|-Kz`H~X
zYYiMQW;yaMQoLI56#eEKy2iGW2_g5&F(Nre??;U=o%CYdU3i@uk91KlyvEy~d;Lgl
zPk40pSh?X;NlTE%BwBEf^fnT)|KBNp(wBR9lv`-but6=Ku%mX9M+P*W8PG~;>C!Aj
zQWr*2_e%Z)^NZ1+dQuEW7W8~xvQ=%pcOqp%25gEFthoPkd|nT?5bi4WyR#WjEwoos
zt-{{$J=V1=_Zre<?Um$6@OpIcL#F7{r_hlNS-?~Qo1ECH*APEJ&{*<0sTbal7$TF#
zK{>8^VXN}|)}Rl$x$U30`htN~%}t)1r`Rh&)ynsO*lz7yfanAJ$siDJe)0?DT~u1S
zb@%{8y@gzt6%QOhIP+(g3LXpkaFjs9!+RE>q1CQ4Avd?0tL(e>1?S;qpTr@14b*n?
zRe%Zbo($@oSzyl{5Z(5z7nYrols|uk@r8jz%(}6mp&=P7TPUHsVfM~%cl+??Six_Z
zZg+;*zrN!pl*ye2uq>^#gia=hbiCXw4#fHeeN+<>eVL-vb`xb=hc6r)96)4Ci0gYB
z9BqSXZ>oTeHor6*Z5Q>f<yww^kwfvT?wLrva$Iq<o96*MgfihabQP*t1vW2@aa2eC
z?Eb>cjhgW~zM`LB2+61oyuIggtn%q1Y~I{l^<3)4B}7OFkzes~oLd~*sb-L{b<)c$
z2O#jHd+X-^ls{SZn$BhWRp;2oV#C)hZetL$l@*5pv4+RiuzreOaIdp=ebj6Hg$?=l
z?_WU2bvlay<u<N$+}eAv)D_bnNy+KlhR^=~!w2kUkWO>n>t(kD@pKvyck9CakXGj4
zR`Ub5xNh<}Tq*5eU8d>i@#(Agt3Mn=>1=bp_$=VjIfp@NaR}ke-i2ECzinY2sV9>X
zTg0q+&PhwVJeN_$iBV5t6~ek~Bdz+fymA?Go)S_6nh~b*RU8S@7p;Ii=VoX7?e(Ve
zT3}utcS|h7DV)On6mHW<5bwPIj)g4!^J(Mp{&x+FiEby>+Ar9`0erbgGB>@mJEFMZ
z+-|A-<~>0y_fz>pZbw9tKPMD3iCENLw&XC$B%>^$;X0M*@Qe6cG3C^K*RZ=d^-jv?
z<{fA5C}FB5qP2Kc@((feuSyATdOCE~Xgwy1rT$*-Ii=iIAzk#&<fX5Z?_^jJf7Hx7
zYzd%CAya8yl+@HRZ=ZtDOb31W$B$Cp-rm{UAma*$5=A|?|LkqTNgz16aWVVP8C;wU
zVdJp-ewk^2E}Ua_It!?iCJTcggtN22bF51f>il!*<z(IWHSTyg$;7R@Qtf;`J<fHR
z-0697<+mr0L1N{ho)SLkWaS9J9IS9l%VNX1Qf`(e<jBKf8DAQa(!S6F5^ohge{D@%
zdv8O~_bT`^@STe^jx5sH#LxcRHvu6<(*V;E0Z{I+GNJfv7yG<!vo)J_E$QB!hX{!5
zoR}acWM4~oi^A{ZQ~CQU)IP5}+x}CVp8elNrN5j!@4V~$-C)@`AfuUytwhXrf2GdN
zIcQobp77b3=F(zkR3%8)^<@Z?gWPf(2pr7+^{I4TkcL{|#6F8mnEA%=hyTRvQy=+0
zkdI@GSzUbw*Pu*-3<OBe?M$BVzE&G|xVScW<%qAGCJZV4iPQJE?s&3#57>$+hAf9q
zf9&6X!N2Sh`6|<U=cfZDg@Aug@6F6*Ykr+Cq6A^LSNq;!{9Luhi;$QhFF)B|%PT7*
z28k9a4-Y|*7YG9x{6``S0auq7@%e`*LTYMibs*0Q`+32^n6Nv?<hP3f;K3SrSPxFl
z(o!l{(BWESiKN<G$IsQ;9UjgS7lz!;h&`8v)aFZTQW04VDk#9%Iy*<l*%<e#Tyu?i
z-eI)=cL6+b6^T}@OqAXDr-+kt&*n1*I0t>3<!<7)tdqh0$%_t4XIiqfD&c|pjpss}
z9XfxAIiD_5zQvft?qsSEebYDGsV9}Ci6yNE-Dm5oVR_$|wD~Pq-54i<@GTi|1uiOI
z?ECyVPf~37z4vl+=X@zBy?rb_xJ}y&LukE?Qh)Y!sn?d%Oz_o%Mq(2$Vs#q9Uj;yn
zi;MAGhcI8iYAE9+OB}G@G0{*A6sYyy{kHSAg_10}OwRL>yplfkHx(Q#NFePNx&C?4
zBRb;)5qkRkMO^*Bxq{dHI`OZ_c}mWRdhwO?LH@tSb)s=j!Gcpp^0V{8qM5n1(%f_`
zp+Gw>5iVrSf@50vhZ7mAjv`dSr5G!)=GTw^Eb;v7?{s-Zk-Uzm{21LU?;B5NiZP(r
z`sbDd`Lqud-ZaRQlwN}r%_qG>A0))3=dn%PG{JQfvcJyeMw^Hq6%`t_>YbnpJS8Q9
z0-Go8ZgDc0?F+5y=j&-q(+t|m-(8-v6ul;x$ZCJ%)%iUsFlI~D$w<U1S#PK-ode^U
z*G)D~S>O{G0s>@XF=ZAIH_S#Xvv_>!AyF-wQA0{d{UmmjzUpB-p>{<r%c@&u_<NzB
z59E^Sxx%b@{uwBEX72)<T=dT|D5!yNCH0X@L;sBr;qfx(`;PXxY{lqX)sqe*YAOnP
zj!lnRt$1~w4MkG-1Lr3U81_9ze>6VD7k-+=S5ARzdSBa>Zid}$=sZS^$_gS8R5LHT
z=SB9eD>n$I({rjk;S~Zv3A53Bl&Mn_Ayh<*e2w33ZTz;Wsx3mlWy01C@os57Qvb(+
z<v6}Byv#ZTY={lO&Ad6he9n}ELZWt&ekVi^6q1l$UT$9PYoCP^`&bx~y*`==<5qW#
z{P08>R*fRj!0Ahbok5PRPHHAxXp};^=C-DU5-~f}LU`&Bi*TdQ^tyL`ikW_^*WTm_
zZ)s1lJTTXN(%>`<8_HPiCITSI?a?IrShkBhWxKXt&42uo<d+>G5as>6+qb^Pge?wP
z_B93Z)1<5ryP=8z%_0DR`t;F7ms<~71+SN?N%Tq{9ET{eCov>BEb~Ai@iKZ9LNVzn
zNX-4(;}ho{pQh1zwv;$)q00)N3W)9He^Rr%B7%x|zDp}fCG-#FGkLz?h9rrB7$suF
z{x)!O#d>?o(~TdLOU+ui0-p4rw-6%&3H}v0kS71TFxogdb#-w_l5f4uV>XsfyQU7m
z?9R^&)mY;`&HtGuKhVDhr(PVNZRvP5rThz!lgII9gpl((D&@XX`KLTiB%4EQrlhJ~
z(aXF4Is1b{V;)TCcO(VjJ&xLksRFtgJaoPy*7@i<w0cAeMuGNX@*Pzz3xmZ7l@dCo
z0(dWo07?5lpJLyKeeAY%7P8PK!ZDq2h-GU;=Y`p+F$U8+PDm|k=siv~;kuq9j6{q8
zTBoh<mX0f@wpjjCxO%W!IPF02lRF+1^wJ`5>qdH>lAD4qiqKK=dv7&IY9BktU5_$$
zTHvB5x@HA#GHG(*2ZX;OSnc}^wv(KmOe8~wFXLeu15WW_z-Y02`)~p!5+w<yWEic_
zvf@%kDSn&U>pg>l3T{2LdiVAZ6NwBJzKo?xUVlQq@cw#^JVX0kYZ@^vt4@rhsA3T1
zQ2e(o`i)%{NK$WwCY@C&(5G%mDygvdm*g=0!zY}`m?d1xOJTFm9BF-pA_6peR<YDT
zCSZ=N9mzAV@KOQwL$6<CX4QH)yX^I)PN_rxAx`3|kyuvhVDnk&j+WqqmlV2D#DYeE
zxbhQ%S3jKl{xsH9t5o~p&7NuFDP%MFrc(m_<$(sz^TaIF@n{HN_I=z&ceccKDVZ3A
z+fWIv5=XW@;o#0Uo%h<=`Ag4=bMKPx)=tqY`Ec6CY?<)XZ`8k2Ok2&r7oyk&tKpk*
ztgjHHrxekjV1>hpDpmWj1N7;Dt#Z;ru2*gb`*z~0b1U8vI=EBxuNEsJ6NC%2BfnNs
zLcG?ah;-IoLK8~-;2Q@sU;<GQ^b@kpRaG()?m~isv0n!%M#}N3us+d_sd@Ae#J$e+
z-xKo<=_T#U!GQXp+sN)b%f-*a6+=yuICzC4Acw`pO~#$JCdZEtYZB^YXePd8-pwFY
zJnSwK%?x0=EZja8(b&7tVHY@~hoU{M?H{sg;(AU6$%fywX_ilf3rsmIXU1copmF*%
z338sQk=x>UL&%tJR&DffDa7?^S`m>pL#dA9`i<1!CxNG_(Tj?y><`8So1u?&UXkR#
zgBD>V>tMp7dT7ymQ1#AQc-tO&|CS8FI>d>mL~E;aA7Xau!SluHWj3mFW!`jO5MfM+
zOu;8N$%(YjU8(yCk!G4}+`FyF1}niepqevx6GQNq3TEilR(o96AjrxnHqhjj8;Z*j
zdgFE5BukVUntu4L05~kn2iK*w+qz86T0W{&w787-jU=5m3a<sVTD(%_OX;X-xyOBq
z`;LB|l*yQ$w_Ye4OLEzNIrhnR&BaJwtU{%;3MNiPo_Jgn2^0BF8++A2Ep>L)VYw2a
z?Z=x_Q{L7X?==@aO!BQ4pT7J^oSxU~Cv5nnh%e1+h@K}=3O+guhdN9DlJq<wo&Yyg
z-xtyYI;OrbC|X`3x`3Ih{MRKFZ>z`s2g2V-rzbI&i3Sx2pycZ~-M2+Xdtwf;2@n<;
z#6(m}LpkzBV~YRo@HYK)Ekh@SsvlTtVB$1quK0Z8rGpyY_I`^!;lU2E6;6R-P)7?Q
zbgnw}XkF7VQZH8o6?KwYInaIURxjg@rZ9p2uvhmWYqq;k_K~wMr&aJ7(Y4x#IbPB%
zhgh01m*=ECL(}1OYSvTU4;1e6rjqUOjw%9UC=73gWl|FhGC%3o+q%Ae^nNR(eK$~#
zB(-vdv;GG@2-SY*!T->L&td#3<Ad}!ZI*fp-f+SKW%FV}w&(H+d#p#FLZ&EW-?1cK
z8+-G9Q)Da9oA5k)B5ziZOi~CvJo`XFfHzgUJLjLxkODG}AE{tZ`9?>i#;kV4&fnVG
zg9Ov~=FCpXDE36hE$h6!1)8+`%tvE7DnEJCgYO8;B!#A};=o|aSA1ak<=W70%Do>}
zd?;%d@@fr{iPa(;9GL>$7{q-d6epRIk|7c+DD>Nnr89T&HTqv9#Ca#59|g5y;5%#Z
z$Q))!ITQ9P*;m*|4p1{}W@6A%2_bk#1;(@%$26W9+h5&(;C6kL%^Te<NvVU*1yCCT
z0Lfl|ZaDN$(7HXp-JVio)*umq+Mq+YlO+Sh7a?}Fn4qa*jdw?yo78QEO9QW=Er*uS
zBgW%_LULFvoj0Rsfm0w&{L=GpT+{VgAkYYFdF9Wu^h*K=?=Dr>;jmcpO)9#qQ%rE%
zK^^gd3wTzUVg@zZ%v#EIi%%cm=5Pi*gVeIv(({yM6dsjl7<Shlha6<y=1Uz_54K`f
zM!nwpvUN_+A2iN|Up0Fn?v>#taN&=OIg{4%7+-EK16r$VTgFb4&$s7`_;v7`w@pG@
z!>-yN;{zw-S4|l=EzSt5N-G?hLO=n$i`*VnnqF8`Dp>M<UCU|v;z`naq;!w@Wnvjp
z(J;5SaAnNm&SJKA`h?|k#f^<3%BpQ-RvsdN%g`~~L<7hYtQcSJr*+J-eyAv#agz?8
z{;^ly2nC(<#O3CfP`iQ+d3zW{-tj*1cX$!@=4~CVZ);%(r#B!jz+q2--`1J&gMv_w
zMoP{}c^gw(LA?tZk3&BdOZ5`++*8`#<-#NuqNvn*!8`w%FZZA$ZX16sU);L4?WwRx
zeHQRZ{+({-49{g+DUC?+_i|r};xObEwj0Nt<7t{S#W`Hnx4FG31+Ne3d|ICW+eC+o
z>kpM@RnBs;>SeXC4QD>MD{a3*aJ)bqDQo*Jl_Rss5u4EKvXL5!_uO{wF?{T@&dG6J
z?JDYu0m)Zn&#>R9<nzH*-3&nEM%*{d0q2;YeGBcgo)Zp=@9_&qB8rRef+B-5japw&
z@zO%m4vMf7Cn2Ra`^hGJvgf?C-OJx9Gn=+AcJa8fF+NPn$wXgJsG*kaL2m-~79sm1
z2Ep#AUJi7kFf*^*zv1lzDGfi{QUX6S8ZLhTwV5rWA9eVgeu<5aj~{w{ZS*}_43{`(
zQ5W5+LC7hSS!`~XLQr{>=d?onCY8~g=ryQE*v-1@PhKilLTRGOf-v%p*WbArre-Hk
zJS-|520mZGy*wjd(!{d=M+~J)Kn*VIgG)yFT$g(g@+ym4y9<vXD3JP$;}j%pY{yvE
zgy*yL(*FDyMhc)4<rX{L+XtM76W212{t#QVBvL52$5L~-r#UGoHdG0sufLKuXb$*S
z;QWY9i3~2|`fNAx!uKm&^9AyqowcCM2idH^OB33?6yeSKG4FE@9b|6hfh^cDWp8@x
zzh}<ddDwhoIChyLBE^_Y!npT+M@jP=;ztE$2j^p5ia3mhx_L4&Q2+j|ckSaPhM<~S
zbwn1#fcns&Jo~Y}zNh!UGGI`;D#Yl2Fa(N-KB%PJ0@VYjdRkg8vo1-;e8wFQ9w;NF
z`dk{Pqkg>9lYHWwZ7@Ejro>}Vx480FuGXXXJ%N589~<%(iBIhkBw_6)fEBg)qs5|i
zdC}W$NQ@_uWw<!{2go)%`EMF~fy!4c6O-A(nOUFBQfnKVh$aRhXXaL|#7j*SAl8mr
ze>%K(x&<L<EmXQkI5xjK89!GhMiqgKl%g)XOk~#MGnx&SBi~F?_IT~j=TS4be+xlA
z*`ROf;=*TTC=cA-J~XI>c$1RiDG~@W`jcNhdAOU77uWf|lTnk)X;nDPJcy>FoFPz#
zLj-Sw)|JHSE^r|Hknk@~vHkamuh@qA#qDr(zsBkcpo6_GIRz97=JK68quTR3ID6^S
z6j6j_Sba*IH<h|7{w8-UIGcAx(;77TcpRiYH3UBefqOo(aSrNNm#PQF+q+_J<~hN2
zlyH%;1qeb3M5jK(%we9zsML08>xmdz$_XjueZ<167UrfZ<@u1k@ihXe&aD@9SD>?G
z4l#~IFIJTX77_~)D};9tfT{v3;u$j~SQ!8-G6!>|f=UUHCC4eBhyqpgm=Ij7Nl43o
z?Y~uapt9f6F*`e(1j>v}8m;}?qTZ9yirGD?wH1*P=!ONg2$w;sAMUnSMk0{JIw<{(
zhB2oEVI<W<jLyT9?--pM?(HP6@ela{A#$6%ROSaoil9Q$qBrq&QCS(>QL_tb-4)np
zcjlUz5@o69RBIdtfmb8B<Sc4BwDi(>aV2fG*4r=NE}=t(PgYk;@b-Gcua9PQ8&b!g
zyMyuNb*K`*tz2hEid_o==AzHScM%(kqPo|XD;L#pKAk3L=Y!e;6@s)^L5kY+WxsHt
zUAwJ_&qMR!T06K1oHZf3XJU*Ax-r^C{*L-;ZdhS&-LoW=8o;qtF^g8)$38Q65th68
zCRXh+e($x%%D2AQe3HO~@PubLd0%GsLr`}Gy`quwxoP~DTa-Kokmcf1T7k$-R%Hn;
zk?!xIs{>zz(_Y@5xgGF}%HgIgOuRcDT)vfug2r;ZZFw`igca6iNVT3>6kk((lB)IM
zwMEtGDvqd(vZx6$JF?<^nEq74a*qpOcB)bE?qFjWGsgDfhGvx;#_I=Ut)^fJF?#nI
zA9m3oQWWV^Z;_Qh)2NQQ@qvl$vp#Cz(b6JvfDQfTW`HTL8gNTsPjFKHFk<ziA@*%Z
zw$|tS^B`d>p|If!b+L-wFH+h<=)IZ;Q?%;ST5Uv+FOr|8-nR+sA0p(cPl%+Z_SdXa
z2fo04*v98!cM#ZW^_oMH*4aft!gt+TiwvKdD5fdWTgee7efG8~AHIxl-;A5B2mFbD
zcX{n~q`sAFqZ}}MEbG7J?U$}cj=gBdjVk+_a{<uS!64Rw?<pM>^8Nds+{Kms&+r-|
z9;2+24wt_Ve#5}s;q8vPi$vW2QG#D77g9*8ZYp-c7EJ?K!4`==Dr{w%O1~f><Ccpi
z#Sr_w^`q&3TPTsr`F4oI5A{|N>MX+cpB~u%dk=P|a3Eep?2VOna~}^HA`IyLiKz<(
zt?lEL-LQ6y?97FH24NF)A_uza6~`;li4ZWa8@%Vr&7gIooe3d;66--U&mJqA#Ltcz
zK0@9~+GMCI@}k9PhF`rc)~({IsUa*1LaoEd7(_e#s+Nu$DKt+)@@k0J@`>zSWE$cw
z@-1V{{frvc@NhcHm`j?95EhSA6Aj?vhJmc^WZTFck)oUGxR9g-*D9lM*biPyu}bGB
zC9gP<ViZ;2J#w&K`Zr!vt&z00`GDXPf;^jX=yVzeB!&|H5+I8}{$`#g;mJZM*mp*4
z0E4BFzxbj4qg^9|s-Z2@zgI}%R}91xtU0EHEBr+IsQ9kQN9g;>t$GQ+vu1B4ET%h1
zwn-c6_`cyfMc?0I^(`8l#1gz67Hrwvl|GIj<h?{*VY86se5F1#MdngxM|_z*&5N)k
zJ-RDj$WiX#jhn}$#v24lO8(&sG7xAX1bnvg6&(dnf%i$LKwqllkT4R!m4L|zwNEBV
zYYK_1#9(huLDP$hSUTI~j2ZeHEZuQrJWmMj%_bGrS&>QuuO^ye+hnJrtz@6D!TIm2
zvEpvOtR%HTHBo27SYp9otoIW1ia7sHkTz@S(I-Cx_o4){^5dw-sK=b=S@L$L^3V9P
zMXChSF=;33ZYgjgA#*Kq-9!w)rj+!5KE@rR&}ih7QD`foRC_eWuZ&u}r;Sb|N>IE5
z;8Y`(BHfD**Q2cV6<0_|d(d&zOE|zL2}pWFChiL?(i!aJ;*-VB$Cz)VjjEWOfYM-v
z^gS+O3$YpQEYbf{q!Fjwq3Fshcc3vMMgB)=6|58Sv#I?IbZz2>kKNIGco$op_f=Lb
zy6Z7Vnru-b79pWWmb`C>GS+N<z4ON)j@&0DGH+~QhZKKZSs}6P%OxJfydG~p8f78>
zA@uDgJEkQem)LBP;*+PA9+st<EFW-{QQE=zVV+-Jm)Qe3Q3?dtkZ)&0HiNy9hMC8m
z;YFzv@=Z43R(nij-RrT3f|IoBM)Op<dfHM5bmaB~?DPCPo3(ubEJ(F*JZDiZLO-{{
znOv76!%Og0;AKAUW3)1UvCJp7v3dg>H8+$Z8@#Q|jlU3-DoP-qNdhV*$T+HQ2Iaqw
zN-g|6)nz>_(=Ck5#(pqK)7w%Y)Uhe;d*lNmWCsf1AjO*%zhoGm@TOrxQ1V?QKKVy4
z;FXv3&pdf9WYhY)qHqPb)zcx`%6udvw=>!T=mTuiAOLQ|y;A5~M%#>-2Du7}Z<Z>A
zi~A_wEqzeTH4Pt}cn02Hc$boe35}i}u`+KoW~h;MQvS-Ag>{D+J`=ZVoo1yg1N=~K
zAhqQvJBQXSwa2<3A&HSa0T@`YubCj!5{#{qv-<Ici`-pg!LemO?D1d$eMlV0i8{Ie
z!S)6u$^CxIfQ*BGltu|9jiHS4X-A-kf#)SQ+mVDYdn<YqGB<*Oh!|e4O+%3*Wwi-3
zS}8tsOC~1PdGYDB3!ptzG~_%n8OA}ylR)c|Gn28P3NBD0@(#{MKlV@~(&S3;T6vdi
zQ*0s`p?^z`u1KT}l!j^k0L#Qok*%_A#niF6%rV`o-p7F6DuF<FAM8dJn<^ZF8|=!7
z?2OU0F5=4p1}i3_BT8p+O!Q;p;%(ve6Ppy2i5BG=u(Tk@`5#FUG4Z5<NVSFgo+Ut<
zot%{*xFDc}AXP2Y^=XXML#f_TpC0(eEhmf(K}iaSFsvvAUZ|rSn=fAcnW^QuQ5lc%
zz6|+^>b@?vUb-Sgp^PF^226oe=2;)_A42wfyh?<FMzhi{kRT>WXmTR#4OxF@PBc8t
z^tu3*z%4~udCqXL??z#^Jg;IqRsK#|TBrESv}#hQCF44RS`Dd=paOV+$BrZ`CETP;
z>Ku%ABaoAO3Y>Q5mAWc(e&P^4!9>F0oen#|o#0}2UYlXWtn2rCcX)WZi5|`d#fhKZ
zxq(g~Tyk)@23d*9F3RnHCF9XXyE-SR-oeo&@?izH&FeCTtv?N}<5>?%21^&*-l=GT
zFmj|&qx<S&?rH(lK6-&JP`F<&!}S}7&_XErE@-@AymznWHvWbYFG|BwT?n0fVj9ui
zmb9tMiSme7iqLmLaO?f@QQ41Q`c?&aLjRkg{{)vYV(nZXt<i&6F~#+lZm}TkB6d6<
z0*WhJigimCDOr1&pVis<l-*+Mzk33dPoVdPdR^T$e6q)P=??BDdJXNdp3%B?t5t3E
zstnKZHGcX8s?A|e^j<3DUx^#MY(V*TL18Z3XmdPP9`Fh@cL@KgOeAc<dZP1(-cU6y
zdH)VtxkizR2LieF$7#lMoWkeBJvQu|Gw;YkT3OSrbULH*n*-R9pq{+-&s25g^Fc<j
z%i|>>=XnT}xH^JfViBJKxM2shu+-rw^M}wQqZ7W%D%c9grRlKICDEqdz5G~`h|_7#
zt5!^ZAiKEGp_1G8-Lat0+-TtiSp&ACOFHYV<>Lci;i;7rvslp3OC=LVxN(@VxcJ0?
z>f))ih>klNGp)bfbkmIkt&Fq!rqzR>csb}=Siu95$o=bZqNw*Zp`iBS(}y|<zzGOa
zY`WFBfv2Q!QRXGL>dMd$x(%tDkL65)Z@p6?(unm)zqOF)W>dsRo4@Ov*VZxkwV`r+
zz*##h+8Il?p=o9yab>+&J_um`!Ng9-Cg=o}H8wUbToTVF0X+rJ{|z(J-fsHV>-UhR
zrK{}SYpPlpkcZk|pwxS}BB-s3y{2NmFM8(W`PU`HyT4GS<mnP=rh%L2?r?EMt7szb
zZ!{2x56mZ4gD~cYppTEW6~h#HcnohuIO^C{#|-5+^(_1J)O;FpG`TTo8Zz`n3UU9y
zJ60cb4bxbfN5l27e7z|)X`mCl9kgR*$1^KEn>6#iMn+@e>h<JN|BiB+;*pQi4VjpG
zrE2h^aw&OU-9>&O(6{lRamJ_sM$o2gFk%AaB|)PD+`tR6%H$w#J5&xzIUnokJsHRl
z#>Y>z3TqrY!+?mxtrdY7@5yo^s}xa2#vglKG{81>iok&vgpu>8t36hFw(hq08KgX+
zme)5};e@#i(Um20etGdGF&0E0tJoREHqNe+@7s7QDihOhLH<iV;OEptuV&P=J2yiI
zWT3nYI;GQ1oy8TjSA2Rpfuue4^3mDC(b-qAhpvn)3U>BX<PDkE|L!V(QS4Mn?vUeJ
zclvxk<BbAk`6!EM2N=R5!AlE>YQ1=4G3efW|3!~W0#t@8NJ&W**7l$+;jZ+Yswy(|
zLUPc6XHe^CTDvBGb-te}?8dgYzn_qt{K{se0Irl4DcDg-EV(C^GgAtnaO&32O<kqO
zsNevYF^au=75?mFm6K>EOIEc{zV9QD#j+{Wpe%nl=Xby13A+E`+#grnrAnj!Mj}9I
zMIPvp`2O}@JIZ?>_9@@IefvVB8FcN#Wx2edNM4AZ7`69}6E4O8<=Y@$fvW42TO3^b
z+k(NYLZ+*gwv;TU?Nu~%BWvmDHP9iWl)re}4lqKsG1<kZ1|rNli*mze*<|H#qunVQ
zG;PsNK>ufj2Z&(qtsH~C<_ORYG5@dQYd`MtvUb*$0Mz$OEP(FmybjLJSAMxy#&2bl
zHk0lRcYkl~kn1Ca<18z3WIW;WgIZs0)GNQgvWSRGk@H6>rfnWw3j^(K^Rc4aEuaf2
z_AEVIngzxmQ2p#cqL|3*xorYk_P<QbxD8Z-)Vux67b3WuIc4oyh?EydS3G<|!pdCC
z#m$CP{6ODObXz6gtq~ynAlRUmRgsp*uyftd3?l@ZY|xMqwl+?%wE+#-=lj`L9iW>D
z{&Ii?(C73B6#B+(q)$vtv<s+#7R63_9!}0pv^Z#vi_gp?0xj4CJSb8Uv0Z2YwB2zJ
znl`v|fC86XCrV1nZVFD}05O^%8CUsqoo|K$(Meoel;zG<H-~+N(iInALOe~6?@}-O
zYL-wR1(ar^Y%XE~?oaju(TT~brv%(}^O$0Ac@MyBxX&L{CJ#ouu1w0vptql`yTRmt
za04`?m|36~I}Jc5e9GFd|1+4u!IwB-z>B9w#gp6j@keAOB60v7tcXIiR{+6g4}Wf9
z%?*&Ge~U`gR5qNB14!C-YPlbP@=my$71UEN{q&rZGc`4J&(bsdzl$(xYm*T8c?xm=
zyzdaEb12311?^jI)9ID^v;vlg4<D|^Ov(_`I)8gIDLIg1tIrP%ARV=Yr!uNxjo_Gt
z4?Vp8qTW6>Y}qP8_eX&ea9N%Sl_j<}cx>)AU!64{gI<eBcoCasS3b>-JI+FI!TBd-
zqliym6&Lu~U}m~|@4GawqMM#}rhTe&7$=g9=ssIA#V>xvm4z`M95v1D*ohrGCR_LC
zQ}jf=->JUl8?eDC$#u82)7NmlINV7OhL3#YdpQ56daw)boGka>vg;Wb*!G0r@45)a
zCg62jRqaa?BmhblGO-z>H~8Ps2Eu5_2;BCwfs6>PJb4xx!bMPf(FwPlgSP0pxw&*i
zO0lu?UBKSeK4}yHgnB7uahD?GQgcJSWR5^V2>tDw>kL@eU@tCYAaC^@M3ohNHa!<9
z-#rcl9W)D(oMr0*d`-=8Gcaf)fm`cA)qd&&2RdZn#ozUdZ8+31icH=2X@tKP111f1
zCfsn73EY3l8+duX6d8iZYKH{wnV>=TMxUQg7n24ez5{G!en*L@csWUe1VPoTz^HX?
zFufL<pVe1T8%8)_j6t76JLq#-r0W0ykP7ReT<+!<2l*$UF@OLRcIlfmODKtr2rT?C
zbT85x_&0P{ivYHmxnwfErcI=N?YTJ9UON+~`YBecqn!5>1&T-f^;y8}>u1nm;*mZr
z`Ph&3?!M3mXA+R$zin#uH18X|rW(#jK7oOLumc7Z)Tze%PVd+Bz3yb}Bs4IVfY!TD
z6h`V>Sg?F?nu`UN8({E3-BV3VOUv0{)^|&iTNY3dmEo9Tg#NJHsy9a>PQ?A1)5e~`
z0^KGBg5wK_o>%Cvhzeyxn}stt=V$9Wi+@4uKQZWV8;V=1*Jq`ri4}MqR+mQhZb?oi
zrkBce>JDfTPUtcM;`;tf=6wg}XBvL<(6)#a$Ct+Rs=1q_N*eykC@L-k(u-rz%CGd8
z3lTE*a2!Jtc#3zCz0@DQlz=t+okquNF=-8AF-p%QP3DQz$rrR=v0(YsEn>e;j_I4)
z;rJGs9~z)x4*Da&H&$fEJ`@m;e7jP2O^#o~O$CdhK)&Q2;AY|+iC!Fw&*zqNY%mm-
zsJc5eI`4{P-bHe>Ya$G0L$Qg2!fq<T!qX|dv*!ikwCz&VI>VpG$5#)xf`JowEq)n<
zL6)66OX^|INm~b$>(hrF3)6yq>838o5jP-;<40wa^Q*-tY_E2%E=ht6-d;{x#&rs)
z2&$3qp!SKo;+UAO@Ra27yo~c^u$4x|#;8Dmu8QlB$=<=P5+F)P|DgmIU_Bt$K-dyY
zj79g@HdlGrD4V<-{-P8}w$lz63cmJ8@ckCxdqE7E{JhUu5wtApc2Q;4Z)OD^wiAOa
z<=u#m?`saQ<?R?fl!B6mz9@eT=DZFu{4d7dIxMQ_?-w1qySs*v20^+T>6R8yy2BBq
zq#R08kS>vs6bb1@=@O*7rAq<1Yy6$}z2~{-oO|y-JdZvzd(T>XueHAM38o#0xdGUs
zDn^Yvz;cB^M#T5ICBXs9!NH+wq60lkN8%Gwb9u!(DIHh;2KT6}mIShLg(v{2@1?`w
zM)y!M4@0yS70fA+$F>Kh(Id7>#U439S_1Udgq};Tq)cKy34VK*Uak#9-N&gG^zEn$
zw@OQ2m#zu3knV1R*8&=Mag(|UxRSkKr<mNm24`Cgps?<HVny50lVf)gRRZo#p%hf}
zc7YC*ij~LQ?L|vV71qA=&N+c-h2<NQrG&isfq*)=RQ83$i9b;405~xUAMv2Szqi*B
z+b)RS&IXuJs0~|O$Vy>iU1WR@DG~d1j|9}xs+#VRvb=awHuK3ucV_dX4vU&SIJf5J
z=Dxbn<d<<u(rY7vN0mn!4qnicg6K3lkY|DXjEfYMh^9z$w3kUgMSd95u`SaPKAFom
z1M|6CwOqxG2)#i{AWj#I&;syW>p{GJZ_CVndAB%twepz2N^}*j3D~p$7|?+-My++|
zgL6quvJCxmNGzzj^v4u^2J`9G{Oi%HU(QzDl@`q&mp|=MAb>3&2M%Rwpo3w)fC7Cl
zCm=`0m#M^MX$~bF%In#8sQUDqeJhU`uw7FB41d5*dknRVM9lKt#SJzL2>+}jG-1H}
zIwLq%9!=&5cIwirGfh%*ayDk=BqRfpy0Y=-da(F3WGY-@yKG)d73aUVB#h0(<lL&9
zQrh|v5?mP4km3hM!lsCK=OCR;0Ku4s-QQiU0>B*L<e3Nk-bCozyaABcJ_+e0B#p^%
z00Od8Z#n1@cbP0w#~)y`Xc15B8GYl8gKzA|$DVBWZR9%|Bpn@`B!48feikAY2iOKe
z0EulKG)j0z0H6C7L6Nq1fhq|3XRKON+mSC7y^o}J?X<(f)TT6sV%Qb#2O4A49k=k}
zgNx=2cP6~K&3Xlai1Z$df)aQ3#XhzPK*|AKA7VsL1c(~(w%>Yz*ro*#LWOE_eD+ms
zEqsC~NYTH^(b&x^d3~>*<1Wz%lZP9#Yv5H~Z?K)7#(=X`k#r00$W4w1a@Vo#=ov7d
zv7YOFPXX-^!GuMKN&%)aV`5DruI`LEL-sNNRQ%-n>YA_-qCQipWoLLEv$oKcA|T|;
zY)HBdht3v&G6y8E64rV-=loAYsT)tk8i4uWv2eTezIT22Tp*69CGn09J}oPf!yC5@
zSJ8)_oC&1E9~O_+h*1;k8kyii__^oG6N}oVja!xij-&wL-v;z9fW$&q7=iQ~Ap4=%
zr!1&g-hhS=ug6hG1G@sV7^64(+q6gD58rqu#{SuTnW5)p{-l~Rie9S)bPv_+1GQS7
zkLJW7$dG_`-U;A;7LsQ}4=E*K`~V`1kbd~_<A-9O+JuR7CPu~qx-1!AvjC4@;lbRN
zxJ0*_m|mlIYs7i>eIE}_mbXbLr14p&%h~IFagDbaMvRP00j>N}^Z<p6U090sJd;8>
zP>Q>X!e5hzyPd(`SNM}P;h#j7wYz+UYI&w`e0ryQNy3nzYkuxr0)I`sq54OZzP|is
zrq)7_qHo;XBFD!dlk1_DW;maRaaxO&7q*U{dNM@y1V-Z1#|9C&!L8nK4~{*<4+9ll
z1vXLb<z*tO**|wctHOvJp=^a<ZO_)b($ELrdM*TBEh5;2uMt8)e1IUzyasg~+P?7F
zSyf6!l>h-(Ei@zShtLn(^8_N$`_(hKHXV6?N8!swicEmIvV2Z8RID6+c^F1^tRUk-
zxI%ue5Y=fw2F3(U!|`|JDdH9x`s%Ox<VkglCBG&L0XmWr5-y50u4-X8>wb#9&dC5n
zryW%!GNqjE2{J~bTj;nvT~cKHKBuVLf+#}E#{>jOmO;OteKM(Gw)9NIB|d(c|IH>I
z-Ic<wYJiqcjR<ZG&`BUSjwhves&i3o8Tw&_+BW;TUf7v%wiXQt-9%0QXwSEv+(v<z
zSOW2)A{;_BiUcDy3J7dDn4#kS4}}+BBP0@+Qj+wJnjiyUcA$8@A8r{31$mn`h!N=A
zlSYZ8r}A<Pz7^U;Du^&U`kBhw=6p304-f|UVQdxlb7De_t%1f%O<<}sjA?sQfrkst
zTQo1_9a5IUg9qp$xE!n>s$WT$gnfTnUnl#3E9~b2cYK3C<Mw9f>2JoS#g#}TRl#)b
zP#SdTNBvhkBE}2FC79q9Ntw{26c*O`{{88cLCn<`;Wd~AUCNqGdR$z>+1XQn$%NX^
zoq^K2jt?~<xEeMqU-8NR(tG(m8rph3prpjV*R@<&kM8t@>OAA}isv4Ng$G1NOf7?0
zvtaP|0$=Uqzu1|`k$7oM1Zjr%;Kkh}gg-?2dubTQ>;L^HT&W%}sh76uNBs!JpHPi8
zT<eh3aJ1YuJeslNYwWt#-_HYB)!(gVNaH<W&&A#DfqQ6XV~cU&40*QPDC6&*y;qkD
z#bh=1iAnqXx%)^ZV)<>XR1QlmgBag}$D>y_yb%ql$!BM_?lf)Mu68#!3op0xSKkJQ
zUv(37DlnyEqjV72pc@RVAQg_jg(n!u8_OkmJm(<H9@2!TwK5MoPlImU#Y91RJQP0!
zNiq~pK@c%kZG*N){|6;6=G)qnk2%p<FSnWQ%dOD#ca||B4(t62BZJ^My#~1;KN(s`
zJmF*_8Xh@#)|%t(9!VbN1iBJ%((#(N6p-t{DXjt)c+4s{FYEJ?aqI|>op<+2^JeZy
zgjmMo_vTSR@r?NNZh|TqD$1@Ieiilw6EL3}nNh}wWC>*-!9oBe>|7E2Vi*%$8Ld`J
z)_KZj{W@<c61ef0Hr!Z65S*xMR;Sp9Kf@I6Zvs&pTu~;4QvR-Ba5V1GSPN<r9>sgx
zMD;v2L_#Ipu;~l|1UEH(A2KKwJC!)?s?;$hp70!}VE-UdB@A>^df#YNzJ1X<=-|}V
zx$iFPuq>@ACPw+E<DSX+@}M#3twvECU~6HzEh9aWM;VLGBZELd1=q2B6wd%l%qW9b
z&Svekws*?`tK-`C5vFm=P{=Z3Erk#0*xqtl8u7mg6XB5uSLF!9c)B5DSyWX1mNqpN
z5;E2nm>^su%kBW*<^~PL2{JI1tLE=a5}$>Jl_EwAvSsuWiPg>!P?N~I6tg^O9{m%=
z5E<N!j`)F>{W9`&lA=K`a#m?myOAKz1EqwXNZKnPk}Lnhaz-`L23G$UyU|$hLYf{H
z9Wi?!&=R(jkYiu?{0U)Eu_RtMIKg&Vj*skDvfY&fvUsjT>5U6VvP|~&3cN(aX=ivR
z664))3e8IP-Dps(_IP5h@u?xcfs9DZEivB`9X(Zyao<3AM-^MU@~z5RuO^9#TQlC6
zuU)P$xz~uqRpXI2<3yw}GUT)y{?08rUztmF)FLSdB-mKnpdY#*r!CS9QX$ergOXa3
zXf4CAcu>FkeNDnQx?ja|yvwHg^Cw69x?kBPJ&W%(KSVZ1+rS==MR4lhRd&=>iN6bJ
ziZZeFes|-1`Qf$d^dOU1{@(7F7ghzm{|c^nZ)NZy9Of{*soL80c-Oq>A^6}$#Jnoy
zniK$p{u`2xrYpU}>Q-sI%P;`2k4cX{P8AZ}nImIKf(iV-wxn)7YK>Z<FzYbqC4IF{
zbAsvGp@$LkE5250HLe{GurDWoLL@Z5jK;apV#1=yEwhkG)}?pwDStYfMF(>MJk9F>
zl>WV^WUdJzc|hW#Fn}S+wh*5h72+WbNPpZGxMGM*j|*f%^1?zQ$_+SrpG($KvBlXe
ziS0`qovOtOrkFretA9yzsoj(1Ha7^n*pcJUNW(hWT*wD}Q229lm4b9sgDN*@>{KFV
zc6!B8yQRcA(CN*=Oi8%NcWHAgS9{S1tf1``Z(CCH+kF%n;ssRN)Ya6?*Qf`kY6U|C
zR6`-$9y>;`c;f-o28VcNH5t%B33qaIjm8(Akd7;50$(OO2`F^~SxP}*$;m8urx`<j
z1mEF667DYs*T`pN`)KhwSXr$h8t)Ydj;1knuKfS=pr_~Nh$~>@esZNu8L$Wu-YWO9
z&mf8h|5w`o4)&$u3CiGhn7AFLIeQM}=oot4z;|VQ{Fuz@^b#LkaE*AxkT%a=&T|2f
z&WCW2fhs{Qd2*CNtnh%iD<GQQwzqsU)ffV4qOepAY+h5P<7S(EOo)}n8>5b(+K2<_
zD%4<X89PdYtjb`*(@P3c_vO(%rKVHjdze~E>R%b-;YWNe?(HbDP)le~idQ1+!K#=A
z6C0-mA}D_Y-g+Imb^<5R>pq(`j!wLO%6k&vp;}N=u{`etrZpnMiul==dw81rViY(z
zz7!yjc-pSh&4m=FL@QyJJs_@PEJ>qKv-&^K!w}61fKw7e6f%KQ4=AerI(cQo_i!aD
zERtGZ-L6DnV)oI7`@b0jy)V(JpyeMoO97COgGsG8XAM-H$B&U9T8qdKR8ik5_T9nD
z9_Q&YLz5Pm0HR}qkZA$xXT6{zsbgj~zxf+*GCC0ze8AJe0rV{;B_%Xa^p>O*_u=@K
znB112V03P4I-O3<j8)wSijIE*K}}f?%2pOyHh14s4)hn1AmC6SpGn8e3vV#@icpN;
zazNB#`2g|c=BS+kArXU+>I1?jHXz6JXkIj_u~ACft}<`>CvJkEqac7VK%6P;A2`N0
ziG@8de|N1Ff4%W*X!13j&5|&{{?xhy?4IhN!F~C8?E`}}Zs2{8tZss#Fc(oio&x{|
zZemAc8z<Z#jR81nj!P?X<bT&B<LE&x?0+aT-1snnO8(c%!s=>%-KR<GdAkL#3GJ9N
zS(u0t(aZ2ltP?uq&zs>1po2qJ5eyz7fc=DcccFqX%k!;sUW`z|^f~C^Maz&o7_z9T
z)W_ce^*==QF=B9l2xxlEe)V<EJzVdX`73}<Ku??8;!BE)PJ~-8vTz2I?5F476-g_F
za1ti%pa~lK(4P9LQrk(*cK<|)a?D6DX`EIDsN;Kf<`b`6QK>^uB3UnS5c9|ZEx3rh
zT@+}?DWV^fTStHMPlE?&>a0XiScXjQ9-L<VPmrv{4GxS)A6a>=zuH`Qv8j=>J>=(+
zOjGlcAK!g}0$Ivq@B&HM{9-%aVjzt)5~NWpi|DHH4T!1aYkIs5MY<K@z)Bagb6ztv
zH^+VQ4(N!Gc((w-s?E(!sijMi_TPAj-p?)Qef43nXN~=OiJ*9ynwl24W8l-id3;dh
z&J0icdEfLM8afy7(oqLby#>;-f1xbn*K{Lo?oeOP+!!bU0kx$hJyYrmSOjhjBcLEB
z#k**>0O_9RL+L~h1*8RagFqi*ap@3bA-zCi<uO9d0o3cCzg<?C6apF}eJzO_o?eNb
zo*2F-TCC%T7quk#i(A%u;Z?&7ccRS<XLYwUGHBd5PD*I5(b=-<PpGEAgQG;O;K9p_
zyZ>$duoq~pB0-F;0)-Lk5MWA?AwYqH9#P!`f-ph|Q56fGN7ut6Bg%e$^{#Kje1@qk
z#Z)SwdXEE04B2VX!@y(Q3|(CLv3((j6P%SgeFb=F%c->Lj%q?Df}l&`33her+B+xF
z|5uC@C>#a=@hKt@Apv2^-i6U$4a=a~-pKMkKUsRLu`%TVZw2652&(bw!VOsQi0wre
zbi$%1Iv=S#s|t}ZS6XFD3G%6YJ93nvm1)C{m}bou7{@~YpvtCcQV>8eLac$*5rUMJ
zW(B1FG>5i<W~=5aStu{au=^CdK5RCE{L}{;(crFUcXIR7djrJopeDW%Xcao>OZQhZ
z69PG;0zi!<QzP_V(sr83SRozZ4zZ7T-_%Ui_5t$vi*SJ1D(KiA((bvYr~~xOGo?@H
z(&j1>GT~jW_T1-EAjnumKRlEBJ{(~?RiYT7O!#Da0BMA%wo5aZXKzz!0s*go>Xf;k
zuWl1>Y>C9<q{<4K)>!P8cySi)<H89$NaL#YGGtW)x4bjwj@HDjS!`gS*yystJn0J|
ztZ=-~JPZKRxEo>lK(%X1SXlNcD9qG?5?HG06Px%n1)}7E%uE{4pJv_ZR9&0C!f6Vg
zw1+^hd@@XO9n^J+7}a#TyW_rcFHL?|PI5yWIg_&!5JO^xxTHtb#zP;dztJsK=@P@!
zs{R%2!l+0|z6=N93ZuU`fPkpDj}^)`5&r-?rJ%rJxhVu1WCa$L4}vX~{;vMrjt)zq
zAMpbvubAjGt}Ix@s|v8I5)bLz6Z2K>WByvggN*gXYMPiAS@fsI1<~guZ+}dUgSG-3
z0&($|3N&oP7Ck-aiI<=Ns>`2NscdOR6J=PhIm0$A;_?V%##hx%1f)yERMc1`@U-i@
zYcXM6)?EaVnt$n$c2qQ=m6R%eCni%hZhXdpgNm2~ldp{-S6|l1sGj@8QfUI@q~e2p
zos-(0dO1Ylk;eZEBNoZ&OQwgOp=m<YP8zHr@5iOW_LjvS_rN0n0F9mbrPR(}tG_L5
z`=H!x#O3QcwjH=fGpe9*kO2T`P_3xSi6J>~+;$mY=_pRBMID3_7sOCJR183-3w$ik
zLdM6=YN=M}N9lx1X#>lOq*nWi_*yI}Dc>9MnNGVs?re2R+wrnAwx$)#i;C~b--?be
z%v6?nH^#}pcEzgMA8pK`cY+|LP=O`Z#UZCFhbc(ir>^AH_#s@uPp;64sOWf#x0PVj
zn2S)>;XVk#o=Da+B6nra-$!f;|E5R%`hs5(Zmb?%3ZudeJ?`s9Nu^b5`J;1!4W5Y!
z`Nr+5f!<!M_*g|B^J#~jy0XL~cEsI8aRpjR9@nLraz^`9&Dc>;QeGM`REseOJa~Tn
z`@4T|n;-4-BD{=bm66dX<dd_luO@In*;f-mL{y#`Hu9}Z<G1++q`Q_3KRIq>FFKYu
z%pTqRjY1wis>QIyRkx&vbYKGl3xna5n*YCPc@D>EF7*JXmIWMFm^0d;z|<nRXT-y$
zSFE2@0jlfI@K*;@k+`Y`jM2=<6AL0M0$|1{Y>jHc3yJ3lqzEND1%;pfhx~K{(o$F{
z0N<20jezfy&F#a3Xm$SZ_d6e1LPBhN1{5O{za|<Q;rEI8aD@!y`b-VR6p<jt?65%e
zH^d+Ip<rjj|H;A3?8JhDy=Z-H%dc)jrVrbDSR$G`QHb_$HzzSQ#qN-<CH^#jXXn$B
zwHMPTS1Le@3-NeKm`{={%7zmYDizsgB)Vyy-I!$_;PxBo`Q3QeSvv2Zm=}Jf=EvnX
zjL<X9*cltpovPIn1x?w_<GwA#AqBvaYLuW`qqmUp?;?@ZEO6t2{oUR3A#(c9g4}dp
zKX2<RVD#*1`|jxQzb|Y0R-E##i)d+VA?g@40I?VUn@;kjke{jh^<u;msRKHNILwnP
z(pA~3v(aYEXQ$LWI<!*umg7C;HV$3u%-OygEiJ2YwV)%ni#W9i>D_5)lT=%3&%9j0
zmdQHTM9&EwNI*ep40RGcSp%>aEz7qb_b~90A+!pPL1}b0#C)I05T%fRt9eaTfyaQ2
zxT>WqhtIBuey9|ZWa3%&&8?&}v{~@r*98LvBFYWADGP8*8Ol<a?%Feq4|SgcOLQsV
z2omLge!>M0o(@!?e=s}qnYU08mxj%_+NRb|JXeT&N^9VH00e?Vu8uS4FDX)I1+}az
z7zdRMqm3i99VP)j&<%lRBes=-nh!+a2Pc(eD}GO6;iB2(7F7sw#2@;VU6&;fDM)mh
zE_yGOQ?9~3qrdiyVvDefN10!8N)_~j|4pG{@<%LnSUd&jCO=aXTSG4X=Em_ZJfj#r
zlchFlFclBNpB}N+^4e|mp%i^O4-Wv<jxnjh<9yicqk^rNY8ZQ*3PGcn0kI%}K4Ro|
zP+I?J0|p}jHkz_GsUIcq4{9IM-lW@jwT=%iWB!p7sIlbbe4V1Cu;Vw5tr#&e)?22W
z0dg+{`HM;3RhplT%?5PvebvMO<b(`9^LG!xu51~2iTQA(M!jQ3jtbxx_20P|a3Ppf
zzi6I$YXx*Aog+|wn3G(lBqj^U`n!(r$~IhdQ+-Noc8cBd+*0T&VV*zEdNYlLiX$h!
z6G1`}Sc&=4X(dJZx7m}<6^s>=2p1TTA>oA4Ms2Ela2J{l0PdfjFaUjqORR0PR-+bX
zsg{zLWfiB9_+d7tKse?xzA=|$V`32&coXGSSKFl(Fn`iw?ZRnu%#V_KU$F-7cPwyZ
zK3N@pH~zRc2HY3*!zWy)#x!Fcq9ex~3N;GEeChajGT{iAZe@RG4s2NfosGzb=@E|u
zk_y;G5{yn77ovkfpyi`jghAIlbMpjdic;YMbp$FtNrYv*krWECmbm)wvliQ|SWr;T
zZd~IB=(#1kW+!R+M#RoDs39TZC6ZK66Wu@}=aHUxM?DV#Z_5M*VwP!(VNSaf9ls)T
z@Im1P$}b9K-{^qQQ6DPw4xYj~y5XgIfZdr5)eIxG?A^hEw>drEhXfub)gewn%wbX<
zs80lOl|i2!mLBZ0%f~D<*O0>*%BDAG^u&CvrUuO$uaQ+V-la6E64-hEKE=rVzwa!>
z%e%#Pp{4mU@uj6HY(5X^!R=M(bhl2SE|00J&KE9Weoby%EObDtoj}lPnGl}`m4zAu
zirvl4ltqs{;ytqrmw1lfP~I)*DZO|ufa^Lv8O?M^-bnEFf<W@EVTCT>nPlXZGpk{O
zt<qb09_>SmYVRP?(j$knLvUK#;*kF`UsmWXFQ$g%rRanFJc|{O`V)BBW)ML-4&sSA
z5PDlf)4I1*RoyqtPnz|F#ua_9@<SV}SYnJ?{BzeoydzLo*C?`&=vKV)Z>L(Ssu5P4
zM^CK#_Zs3cuTIovKT?tRXW5R7qMkN~$Z8JDNp#mJL6`UDX+dxH!|PR&kI0bQcd9Mc
z9v=4{=Ctzv87{4cfv$Pe&;NWE-oy16RB|5!r0D7_vv_}bl=mC}R5nSI;Zn;G)jD>r
zv1u6IZfPK5F2uHUXnJQUn%<bcy|D>o{B|`#zG;T7ZRAD;n@3k8gr`jpZ}@{(WAB)j
zFT*^S7;MN6ktH5z(DBx#^D#i=_ya;EPviMnh!QcySyz%gD1WqqL+Uw;dG@)#Yiu7q
zuGHvB?c7{Ppp7bkdzXfma&8>cXG$x$_$mRygg5|}_E@-j(-}Mfjd4U<Vj>fqFasW{
zS{$Jv!$hpPQ-id8cW=^{SwUvx)s#d=zKcd+)maiCrN$1HL!+~UTL^W|dauyWEeBQi
z^tq+hCDv_OoOHmYf2DVgJ<|MANvJD8NbhWFs*7&zB@N~y6mZKTfT2}gcxjr!^mq+T
zx1fiMN3qP3mlfkMZ@6<-Rvy&!3eTDylx)>kSNCk|{sa91lGMa6q_v&TZHskLrhN#X
z{M>o>IX{CKe~P|dtYBlW!n>8|mnpyp8FZZjm}aN7=!p|mNU(4MVgbOL6I3+he>CB<
zT~%Y?s8NA^uA7N%Hn=_@CVLf{9i9_K?Yp;{nzRrG#0PH0!Gj5$&H3NT$z+PS_kBpS
zjQ;*zoxiUdDCupWss9-|g?k0R(f=u9p}LwHm)PSx`j-xbm_Fmt#xDTh+&NI4TGCAr
zk~dAv<vIM0uu*AoU(M;W@X3E+m;M(PmEU5=`1aY;je*2Qp#Q3?m29q0juXum$)vNE
z$_tRKTEYYn9dA1TkB3^^&{kD))hWBeyaJy%PS`NFW(w|;LPFARdiZO4pMDwN$5(R&
z`YS*aS*Ei2P#oA<5R$NK^#F-@;0{q^(;Lk@Dg&$^JP;ND0B8|X?5Gz1?wkxK+R#%@
zhho=<X*(jbgp>K?RQLygGEXQ)QZxCc!KRTQDM?9o5sH8ETn6|#im~wVEr_Z_lpo@W
zBuzaxTO-4cs1CaG2QoDcQj}_43r*fNe!u1#19PqUF@c`TnKCig?H>#a@a!!(&}_7a
z&EK>+xA<D$N$ffr7Ls9ix)6E40dPsFTGqc~XVhzA&U%2&oaG8P{tsd5r|!Hvz#!#|
zxA;iV1EfuKOH0d+87QYL9A^4x;vMPJ*q~G~7<^4SQ|f&jh5|Zp7x<sp$^Z?2NL=@q
zO&PXWOLTk@KG#A`9|ftI1%fJ_{VRE&<QGCk7l^r^|LO=u@rz110oyL?)U!dbt5~Vw
zQ|Z-XLk9FtSE#Ku4Ork5$r9~QYH;H5K0x1pj!#+hc9-;w<nFKki5S@RAB@zqJ^nAb
z#~N=nCnu*haZk%hp$vj|b{VWF#MT^jUpcY|(6mfk#cNX}8v}(ME&>t(a#i9}(Ho<d
zuMWXBQ!zMS^)$L;O9#G>qB%)n{>coH1OSjJd$YC8|3(2(r<r?UK|1~+fv5p0wU&#U
z7$bu<$EeuJo3Y3$1sU&8s8QpTq^k9`-OaXWpi}DNQ&uIwcTbi$sv|6gvDyZuJu|f?
z4r>rYjna?&*hyfRyy}WCZ)A5pFRx>O#ng_a_H-<a&F;zTr|Ah$tm3Dk0*Ypw#{>6W
z{pmf{?`dm?tf^^hyR3J}NuzM39OS3PTL>t1va#iZP%_Nq#_VMW^#~mvu6#FIb;s#U
zT@M*0c`YGw8EBM)?(R+a<hNA&i*4Vw)^_3Wg3h0mf|YsNG7rDJ;y*VfxLv)Y#slLe
zwRbi<0ScD3K-w39B1HJ}JR5x1xqo4^+7$r_0fPI~0La=2EH;qdVEqOPu1e?Yz}p4E
z?g9X&zMb(x*8p1RyFR7eTnUHfJRjos)>UF>A>`KchkWQ-Yh-RKy(x!L)Tv2pjj#Av
z>}>A0l*3=6<GZ?}H;6i2`FB7gx11QjSgD0HWa`Us?X9GcyePWc>B!=<LozhY#-D#d
z$^#KqAXsNW7+S@`g6<vnlh?pHK_l}KURC>Ff1j>9U}wXm_UnEJ(Q4kE{HP*xkMLeu
zzTFZ58oLjx!I<o#w7=%dK`n=rSgU-Pqe%D~G6*1|UUs>0<IuF8p8eRAkmxib!5Vvg
zslCfDHuF)_n033={!XVar)JW77zc3^DD5KTl6q*8sVGf+USK|XzCxR@;bHhV(fU2P
zo#AV$N++s(d_$g($WqoFtHg#C0|CPoj4Q$`L(wh9M8|vCOEG0>up?)@&g}I!ZEtCh
zuG`M;-f)@@T@j>%_W%!LzWT14y0Ml{6bN?v-~Nuz5v3D`A!#Dcsp4+z_X#@$GD!t4
z%c}06-m!?!L!Yf-2#lA!GelDMK#?j*$$NhSuE!W;C8jP7$@?N5R34*mQRE$%rV!UZ
z+dZg%)ZaIaQT;++%9O^&81D20`!w2ugJV?Qs4X&!nLX<XXDyB}M;YpiO7uR6QnFGK
zs{nr_(!-|U8TK!*ySKUPlOhDx2cHB}@JD}LE;!n<tp<(|$zvAV$=BPZ$04b1qSyw3
z!g@VB&?OT!X%v>LM=a}L5RJUl5YiRSqyZqzQWH?~^hty%vCUiwoM6}OUT?(R&E6g|
zp#~N-L~j}K`<Np|YVyke9+2EfZDf2Q@JTIPck;1-pAl7kRe9&vw5yc@CH-cpncXo)
zPe5f|70FB-j<y!M&PVKDK->*_NV^)HCLz-QKW>d*;-Sjx;3}QTqE1f*z|zwreDGfi
zajotYK6dsGjqV+BO!safAzhtM(t{594YVFaKFo|<x>+xZQMT^y|1x{^5``N7OTL4u
zU&D3=Hp=IaN5OQpi%R^|=td0UNtTH40C0)()z^@7j8p7Ej4zYUsqo#m<1{>>keso9
z|BFOX(bHAKxKmv+KDP{hYHG;2<;mRTGRyU7Zasu{fOm}lCP|ml*9MC;b&HxV=2lNc
zIZG#Yk!Jt6Hz3M$?zUzzr`*1I<#^}#w-eG8j1uoJR9Rj1UZ*0n$Iw?_%7Bg2lC`c?
zeNH!~_t+!e6mvMC+V$QI3^yJi;de`-(|%5&rn7ZWrWAC!xwrfNB5L`)T>+seKdEeV
zCGRs#)t~UqV#|I+390_o?L?V>nEB`QcxyALT{Wo`%qY+tg;qMz?1LaH0)WFr)ZwZv
zS(UFK9Z|Vep9L~D;Gdj)L~Wu_3N7|=a5_^eF);lqt9tijTtlCE#+GyTFQAd+H#wRJ
z&~vhpGB?XAjM-b?Q!I{(4beRW)*u4itt|*NXem%GAvV^;!y8XE)+lVhoQ%^uK!?~l
z7T8ZOwa$Zzj-$!-2OVk7roD>P@Q+Jxg}EA#A;no@q}$x-kRQE4Z#QQ7;ZLV<b%*Dg
z+Un=e`ZUtfAr31bvCTwYnZk)H;sEiG`Ace`<VoJpVc_roAyc)N%Zdn|_VF?gobezm
z)IBsf*$YxCBoaK?>&_%Rr{bW?3Da+r&Pb|6r3@@kZMk$SJMwF+aaw~zwvW3AMl?cD
z(1rC_A4FHiLMvZa*vR|6!NAZM&DSVUCgyub09ipP`k)A|>n&;%e`RoDdS4ajAi5F3
zH4}PPl{?`a<?H40U3r7KStpF1l<vMcDL0#om=}V?BDr9q4VYF=1)%O&dH(3chGGpA
z^d0T@$X^Gc_>YA<npA7x6puWmHad?x!@rsL#P@h(JN{No6oW8m*@9tNtLZsKll@19
zKvkV)$q2eT#{;A%iTp4Z>8vM#x$aO3Q6zwlde)d~E;?`e=heIqIiTgy)o2DcKW;JI
zdv(2G1z_?YM;T%cJP3q{gJT6^Gc2REjTt&}wD<YF{Aaq`m^5FLqqZ!ucx;k)m7E~0
zH(L<`0dd4a=)GfJ#by$Nr#YHBR9@!)wWcw33UqMAE~pTIfRjirH#BcKq?BNxi9TAP
zYu7loJ3JZVV)qrB0Edzm<(Ht1GNplw`VNZY?q5R-&l`&!>y2Bo0?T2oR|i_@krDap
zIQ)BxrmdL{sqCcdlVB&iIzu-hkDBUDaO3C0Fs-0)U2-Db)_QIE&|@w?;T%*`;C$^n
zQ*?H4wHDFslKJK6z+91)j(5sa2NxZJf9m5>))E-G=#~uB4g%R9Cv@E`3b55bN7}#k
zv}=BM{Ei3M#eL*7*yc2$@I0{`-SJTg{K;Bg?%gshCp2??yp`J^J8c)6Gai7VBdbv@
z;&kWXjHYvod*oss!#6D5tlglg5~@Q;OoAgPRB_egyu6J!+gwVY)Z+oxv`|qFYMAnN
z=PEe3Cv}@=!cG&jjWq^SQ)PcWhrM2VQ9Og6h2HV6sIsR1LkXSGM%nyGgp|Mf_hR?#
z>EEY9hW%}M;#q>xk<SbBByq$dsB3Yu2foj&4C&=Jkvh1cmFe%ER&8kX@x;H#T?`#v
z5`P2MjLq1Nq}}F4TX3=Iq4G)$x?Pic=yU7!t+x-wPfjuB*`GQGQaYL6{{fPgDW4+?
zJP2JMC*#&~Kb<X-Ke%lq4|p{F;yuhzD?R?JZ>H`bSWL<l1Pg0*E1^YzrmAXQ`W40y
z3+gG<<kA*_5SqWO1aei4+D}sXUwIKlYI64^c%lt(dFoE*<7n83Ueu14EKR@udRJj`
zHQ|<ZQGwOEq=m;$5@9L^$@{x965i+75Yiq<Tt7K2UG!b-s9L+wWb;XIHJ*xJy=)R?
zajpb+Qz*Vis(y6M*}Cb$qQP6SwAj7#i%D%svf%qkt1(OhQEo=m^kF%U2%-D<BJzK~
z5NNFU{J!2coIX5T8J2OE>t+%#W~rKr*xknO-g*CQ%=~=n7mnIH#3O?JZM&GQt*4$G
zrHQ{4eDStH7XvPJ68)qmy?R+EH&(}$1UHhf)Z207GCFPg2Rc1roG1%f72lE+Duhy?
zg7V4lR$~ISTijf8R5k%2`pYi;BNaE#gO={^r}@?CSnxs2Jxz}?r7`C~kmjW*?B}YP
zi)jcL_vys*oy?tf5=jOxqYKfVcD=7yJ1A#gp?NXXS2P)^Gcm0lro8#|dV|>`#&&%V
zr8TFDRJ_vw3){}F9Bsg9_<(mMR5qY@u;PnVQJm>`wLa)bZ1{AIX}a8(01ol)6w^1n
zq>lF=Y{obQdK#}jNAixIH21I$&-+nAdcG^m>mihuDuo_HmHIpn(oe@_t`PGS>S$6T
znNPXgScpxcMK83n<<P5dXW}v+{FZTLIskOzaMhbA-G*MIF!%TCEE=R8Q~n~x{lbTu
zC~+_iJHM@L&7=l9D&nm3c_rr+28D#I>PJH$0W$kvvG;k1+9|5804vm|h(|1xXo3Kd
z_f9Yh@&?7uqXnLiN|{`pf|BtN4yR}5h5pKSzjH6HiOf#hGhHDljq*U(JA(Lg|27uM
zQLe!Uku>*TE@j~O<B$ARp#|g(Hf%O3oR;dPsx9@EWHJq&hMPi9=h;}a2)%#dyE@Ac
zEWf0892xKgbs+@<wu>-u=P5)s%M}*`g^S%-ozDGPW*IMX9x+zQ-y3AvMW$en70B|q
z)PZztAJIlX0yqikO4w$j(tVX{ri_+L$Rq5CZBNf0{I@SY!CsoZ9@ot1ALi9|3xRUB
z55?UIif|{}E^m!=$36U*jSLYT=$(o6m-!_7%GiX&3&G0p`~afU=<;C0vOOst*gl`l
z=T)k0f`0f}WWQ8>sN2wxV2Ku0j<^i|k;CDMxo=6jwN)iPIs}#ANZSWiKkn=KwEkKb
zZd{?-GBu&+Vr7it=9v;Vpd=^uC7~L}7MG<sx@;y#TY^9&=i$1LhY2Pl=AsK4BphFN
zI_5tML@eE8_rvDp-5M!2C2aj<xEeP;aZ+8!_XJeVMe<5BVg()!Lh@!-mHSs*WS@I@
zvxB_KPQ>1g!h?ll3+7u1i-@9rtX_R)E8ruXQ)W?5Bc_RacX;!OzL@AnLf??gvY{j?
z!0ZwU;scgrG^kehq=v!O(<JyljyC*WIg(f{C17mU>HdksHg;@-tSPF5OLsV@6Jt%`
zZO5F>4Bx<!O?*TN#M&eXeyOR)etS*{aKkq7QCyb(T3Ak3@V#$u9P6YK7Qb_PuYUJs
zB<1&X2+;pn)qqD#Rzsfaa0fuaNlu7)w#|56x0Y(0vixzLcIjvA@KN-KWe`iKRxlHP
z`Xoq!7FG+AEx&Lx7N33r4d|%YPn*V*i>v$8<Ld)!P`=Vk7wEt6=-q!K!vN6{m;9)m
zeXnLC09RuF`9gTXMAS<XlJ|qKy?rc5`}8$S5dq?k`imw6poUajJF#?yR>vLx!q^o9
zq9N(a9~ocB`Ul=e+1=wY?L2rB6(Bhyz)b<sIUr3wy>k1RFuUSngUSMiNy1mCWj;kP
z{f6vo_eWB85&nsa__LOHOAfC&?wZzVBufl@{Lc?C3&m!4r7>#|l|nbC{e8wL5gJ|&
z-h+$V3g@?Ze`RTCdC@+%%b$HsdUo*1OO;sRSDVq)RrP|j-U(-_I@3e4@2gAmIz=pQ
z(cyy!{QZLfn|kw#pA`+`DjK~!b(LPPCrF{60-SuX%&?NhW$Lpp`r0M0c{9iISyo7b
zfr5VhED;+Ms5`{;Xeu<ycZfwzJeI&x5UDx*um}lB=KU1T73J^C8Y3}7R6+Ub#PZ6J
z5AgA`s^ngW6L0H~)|-?#12IyV_-FamXyd5-K2-uf?cZ4Z^5hFI@ly=W1A#jkw^FKr
zOOk5%i(tL^-TgRL8&B=WpJ8!Whv0oGLhzIq>V#t`M6#p&vl-hj!dQ;$!xK`go_?oN
zNG77+wO(_yS^7~=P@W$(#5?*lR*nYny*UQx(ceFmyvc26=jth1T}}0T{_oyZk*B+m
z9`xb59hNV#IZVY5!8Tev=}{O^m%i<*D1!-#W=W=q$4lZs%zDpw^wM2svby@Ol}+gt
zShNa8yN>BDWa~JI`ao#i-FoKF2w51Wz32(&C^Z^n_U>oYH%z|LPdgibF7uTO>&a<l
zEiNe`KxH7B^CM~JYRdQz%AQ1v8u+v$doUKHdXyMPHP%!{L%U=$kkAI>>sn&t_<WCf
zI=C(KJ{S=AcsQ8W>>bUd7&TlHZ8F2EfwGB8Ah?AD`S1xfW8<}7kvP>VYw9z_Em*Hn
zOUt3$@nf+BGAxDuD{1>gXxdtWz$xM_v^Y3B9dh(0G|)gL3UAkR!DX2Jk$z5zwTq2-
zsbHC^jmV$2d-l&7l!CKMw+&=HY3Fm|H?EZ)(N`@kzK(SBr~4*`U$W^2k$qoI96=xH
zYbK-iJRPgQ8=lsSPzF>YL4qjsZ7N9hwW_Gu#AUKlBOjSt(M)O>zI!HwOH^L8Z`SjD
zx5EfLN+(1CHI9^&q8hT_R%F#Y8U`YU1X6O>EwzKh)Q|aslHY>736c-8NqYFr)Y@i4
zt~Y1?W?Zi%JrL|iv~4ZuGERH>Sqz)?W>#v@2EKbU?mVo%`aGLs*<BnHNb`cm##F&t
z#oI@kfyoc?&c+dsG$89;(T%f|?<i~XMQ~*r3C_9d!5Tg1=U6a(C%-KTKY`kJ(-ks4
zL<`NHPa?O{OSiG{1L9|`mGr|e3lRg`nkORLMNzY%6j8ZFq9`p=G575hu@=CYHliES
z;erhmsa--@LEm9b`C-rG1L%uZbzTtJ1!kuoP&ciR1Q=>?D9Sa_<cItO8il?d<QuQ>
zI7w5QmGg=^2R{7@8v@LlZXH|whf$@Cd1bN!UlLUvleK7Y`Bzqcun8G996d12G7g!u
zIqA2souq(3fDK1|kE*H);#3{is9AhldCJ?~wq8iRBS-S`121kdr@Xo~ad(|}6cR)_
z@J#ljW)#x65wqR}=V&hE{lnW`cLH|d5k(tNYrV0pngONXX9^YxC2@-CgFIgOf-U78
zTQ6+xVH{cFIFM>7j<UMHqkEmc)NatrfAcv>tf{YAvH#J~F5PpYRH1{?Vo0yI@yVtK
zkd1Q1_iGL=4ESmy^+=uuCu$@7cQ23y5y&q(_MNp`Mg24!^V}E>VtovAVoAhj%N0O{
zR6qNbm_EE*)qIPdo)i(bMMN3OcASSLqgl)T2((~(;z(BU!Y#6!f6V-HSNbI_P#Scb
zbqZBc_Gd09))IXzRC9OzrImkpgbb-a!9`#Lld8LxJ%0eD<@9fRGM$sWqB12*IrYUJ
zi^B*>;9#W2LExyaP5V<4Y+Zg19Hw?e98D=@38puL$)=?7t0M`d<H~dEiz3r5kclT2
z0f>%oo_>E!?WPw>99iq6bg(nL`gBA;8`e$zsksQNys{e-SA!0vq7`J`WZuIBpRBT`
zkRJNGMZ{FcNt6*yoOU#ZPN)Nf4SsqL|Jm&-Bm^X0vK(WU7a3k#X-JSvd9w~N6>Bq+
zbMagrPhw=mJ2dc3v1@ZErqu+lcCl791pkPq=5Jo~0zd8b`)z<r{n1+canLn<Ve)aO
z5S5Z15qh&q;ejlU^m6iFF4|3xJ~ApN$yx<mrOiUDX!X11iQXNm4<JZqTA4oinQ>V*
z(=gJGtof6+!U#uF(+sHIF!(G>M<gizn`?5dmec4{+xR1p8~Ar9TEb)AZGEi%_K`qN
zE1#t89pR&vwyMb)){n0be%kE*O)vPV!yU<<+amJwX<v4a(%Q2KD?DfXeMks#!*XT9
zfIxyB7Q2NIGNk(Nm%!utH_9Wm+}(!4K>q0c3l_vY<GC^^x*(#nn0NI?B}tS{+z<F-
ze$Q>a0J{(vcCp&U0}UhAtXHKw7GGAaZpJ(sy+v*g^rIly3QdBjVdgBlE$f&+-0!)6
z=J%!2YPKl$mXEMRc0C^4Y07Zx%Q1+oC29gy*dJ}xT>iIP?tu)J!#zyvkU7(<(0y`A
z_rnGOJ;4M}$X>IVIb2Lghlv};Q<6*3XB+T6jLp@|-qT+!A$hFxQeFTAdBaxqUE)p!
zty$}`m)~p}Vd~$0j%lEAG2Ern<@d#P^?DRM@VqutaQIvcfo!sz9^l5%qOb{M`8Uma
zTF(cU*C2GN7y%>kqHYobVQ6RpMw6B0k(Q6WTUAdHKcT?CJ^dk3-K~e{mz|S=qCbg~
zk5@)Ms9luC3q(#<QQ}NLDD-c@U}#%t(sergNtRG+NIIZInPwcpbTfZEaK`2G=8-hO
z?hbjv>>olH2Ln)lb~|3UigPj~Mm<=)Brd;iK?{8(;B(vU928zm8&7>lNNrk=M6NQq
z{3686;))Im)kU0o<3?O;(3?+}?TivyWgoRJc3D1-!9TYFPl@W)i@;fLg9i6+rHn_&
z0%_0nIv;TOq^u9f<a96Xg=HUd(Q$yXChJ35Ok-8-jQUOio1*NeiR=8^6XOGX-rY0A
zUG2s$k<UzZ49WD{Pb@q<Uah<&DJBBqO&G36410I@Sa23ZN*A8d`-+iaj-=|>zEe-p
zA3ci5Se|MwAurs%A?_F>yuWv|&uOuYUo(Rhu$rNV`~F+H#U&YOMD58KpZjaRgdma$
zfYvDy#CIcCd;Zj#A!UM?rjWT`!FNFPNFq5;6iRztKy*|&hcqJA7Ic}WE9Hs#DiS02
zQ6&<juH`F6sKs!7-(&QD$)&2L?#NXQ1OP1Q7wh~^cNIDu=2Ppuzi-;|zfvc{UF_l_
zaP3;911>KDeLBa};|VcY1G=Z4roW$+I3%2$&66_|V$V_f-j@=ZSqP}fJx)gQz<H)b
z&V#Dv%}ORFdNrp8L6HvLCS1D7RBa17Szj)!l<mSl`Y1YfO4Sh>DdVoZqqE%$4TmCw
zQ<|5SdHJ<A`Qy6s7Xf1)C3w-CPj6{6407Y`o^-YBv)LY}zY4!a|9f&1H+#8!xmA{A
zrgYNvEuof_)G^HCN1nU&6jOZe-8H8WEaMkWOD?D`(~^3VcuNH&O4*cTGbM^riB+K5
zn~UK?s&^~G5UGMr-rCoBdd2d=t|-lW<*<7QY)pQUC6~Fexp(W$H(AgHhT}Bw@>&KN
z3N77kEEf<=r6+%18QN=!AXFnLQ|Rkm&Wt9~k9kT(d;ii4X9;HW@Ya>N(<sJ*<L@P@
zz)wrA?w1Ocop8-CkNdUq<3GX6bz*<obi3dbuhw3g&eq|@>k74V>1#*_VvaoFM@s6c
zUSBtrd@<^8hj!-i&Gjl@3FoQiuy@H71L?P!!rZR2OC*nEwuR&#L=vKuvxyGb5yRdi
zsDC>8@dAQUoGbDv%`C~_qp01h-DZ7{2_=>eN<?w~cC-H8rn~);X-8xQ*iKE*6w5#G
z?q;=Lk3AjqOx!P@JzK%PU8#?_wmHIYW{`giCT^9;yA{0QU1Dxoh>4?-u_tV+g^7cB
zR*3Fo?dYmfrMnrI;{M28H{0D>bC~nM`389fH)rOu;7@}y(d-iH$O9ynlQd%Zi~@mF
zIOvN4k9h+_!>7RLRVwEmaLH|MuTOyQO1j`PY~Zan4HO~2Cgap-CYWZ#eBnDlg~UqN
zkfLoq@rzViQ%s_K4)$29n{ixHV>^}&k?P9`i|a}4rT&amGtZ(QZ`WwFz>XExNu`r0
zj8B30n_<XZ42356H;{KIbYETFrq}%T?TVAcRSVZ5(hfaw`zOwJk=i2_r8U>%omb|b
z^W3pAPc#B&|13Lw3f#bauH8t-lWJR2f5>oMawr@=1Q}8$x!{uS|10q~?45{Thsy`v
zD`*g9gV+ZvATxnryCb|n5vmq|Gl($uM5rwQ6S(Y=`;{;P4<I{Y3)}_}=D5e_liL4`
zOM$&2|I5=2%l6#<bva8*dH~%8svDVaqJ&niQIMv%e?y{+Y$joJ0e^8+vAa_n44K-8
zTwlPTBiu2zH&N4w{)2<$K^*;yM$(kG1HB1?BGJxsjK0?y-|&EmQ-P68Y@iceMhx8m
zwHRqKyGC!;w}-1f4i<ss;SX_9qJl5!p=|3H#cXyWhuyJXw*{ULo7MLyBo+E=<NRo^
zCkPOkR(b0=h!VWR)A)KiJza)|#k*KOaqgp9-R{NlHmZ)eCnfgBxX4E>lu60~FWK~q
z&D&kITguAHJP@)Fofr(L5R-Qi(b3rdEP}OzPLs8O!?g^9WfcXmW>r6*1wu9mdpIy}
zEi*@HB~}Zae2>=8(w4#xPr`n4^Xnt8TU14_#rD4%f_Olz*W$v$Y6b*;tgau^K-f@d
zSE~d<1R%sXxeU^bNVpmc<dR<7Yu@pfg5vfoEq7T1_hOVCP1oqFG^eT%Oor_cTATF4
zbfoTy6Vr06m_bp`0*XmCwsJ0?B;(v(+b?GAe}A%`oLsEec;eHR>Q@J}qudZk5MuU`
zk9~$(H-<e;aAGn${Q9zT)Iq7^oY?`5a0QT;!jVYWK3jLaX7w~lV$J!g*Qm$`55}}9
zL`7G_zwb^6i67PR`SYfi_BkymN01D^2fg>qSCq}JWPRF6{2TRVe{Q{Zo={7R++5)$
z-`<5B#~9BrpsbEIUpL|m<FVBTSK9V(i)YaE^5QKxMNr)$*ESJ!n?Iw>5hhX^sk|YK
z9D*Ph6Ua@*<dKCVp|Ihm4}~D1kgwZtaXz>e{0?D5$`T0i^yGPSJJL0}eYq`wa}WEi
z+dgyYjEvG{wQh0C_Vs$vM?9r*IhSQQ&YRqVV&-NjrRQ<Y*?$R%06@9(c{)@L;amNq
z(qewo75t3>?bd!;fOep_e09>xJ4%2ahKW9()({|>vrf>0Lz5eXHyO)$0)NP~T;NP+
zWjq88T8{6UnJU&{;kJA;F^4x`_8B=K0M^O!-j*YT$=YF<9$R}!wQj?xYnwM})G(Tl
zo4pN_-|n$E_A^E+d}gcX1Mlc`SjpU2G2B?UXWMFgr*77PQ5gpl-*=}O7JED4>f4{|
z?fOZlr$|G{{DVk!??~5m90Z-tYaFIH#~fZ^-Dq074>FZ#n&}jkarkX8YxBrfnxdv9
z;Q{okf*&%+!M%u#ID6gxg@hdSp7Q}d(=%YGGW|c)OnTkQ%#Dm9fxWZe%gnvKJ>Jo(
z%F4sjTYySm0|bp&?G7oAcN-nSd3a1*sEgR0E8@U`%>v4RyIMx7QfHiSy<dDssnEav
zCW!tw$Ch7W6@6gy@ylP+pJwk_i0O`wJ^R<`-ueVEthvOP&Cct^U<uzVD=h|Ci>3JB
z(XL_Zh2L?U9$-lRQc+OneeFd5+6iA?9Us{VA75Q7y%t5oQ(@fe=>u%&lTdEJil<8I
zVHCg;OrBeQ>~;R0{_ZO5GWf9y!&~XhW|-THKQh~*2Nj+0=3JHWSw^qE?JLjA^0-mY
zd2~*fprKE9zB(<oDuE0ARlZCZ9k7Ew*g<?ybHZl$%s@;V8V?1v4_Y${@oP(r^v%~@
zhN7%^oU}UWATH5)kNiZB@gWs)&slnCZwp1hyx*r@`ipz~eEPdT%O^EOPR&grss3kT
z`VkdyV?l(LtN@uHF!GF!j&2OjZEAQWa(MOLt#}@I4fZ==Lsrl;3mHqpk;b~*`*lW{
zi_Adp{J+r>tl$0##=dBka|K#S?ISZncp1+}dn|xaWOzcni!1x;f1@A%O9O=(*!k?9
zJ_3K?VhoTa*m|7XDEmJzNwRtZVP0Th3N-6G5RU22Ke)Ng>T$sig+sxM3NZ&~62i3<
zph&PGjhpYxJo>2YR}l1dUSOn+;7(s79E%57-U6eTe<q^-&jQwj{|}Ucv466wfKnjw
zdn5S-aR>lCAh94|@N5If;Rq`K%~Urqcmp<!TJ={a>h&7CD2P$vLf?DcX~B8I{@no`
z8DV$@etptEyErgtD2M|P--04^^ZyNt`2WX8<{NN<ic?|G+kRW`f5w`-<paJFiy{kD
z9&lr4XD$dZjO_ycWZ+g4RuvT$1A~K~C1PzKtz0_QapOc0Fen38bV^&#R`-7o5}OtX
z16N!n?p1~UX+-irKsl))nCizHvt@YmRw|WVWSbUT1Hm+hJ_xi|$7_sEgQ_8{oaEb8
z+}tXEY3oSf{@2F?^Q7HE=x=0S9h9CnPBu-DCAK|aL5x^6<9`}yG>hh>$IY(>KtgF&
zP%Hai?+Pw+s7URRypM(W?twfRa6|k5nyo6)m;X<3?2*HS_(8fC3rKw?L-RoMsL+Z4
z6}b`kIqMi0gdZHZAl$f1N=xBQZ|`od)`78i`1~(rN5=;U6Y);|SUZ^%%T}O4-3TNJ
z1YpP3{C&r3F?@Zmvc2P3AHTB(UaSbo2C%*Q9n2DWYXO(;%CCEzfL6mSBg3%#_p)L9
z#}9Jv5kSuJm~;Htx$6V0uaU2o0^AE2Oso6@4ra`~H9u~5rnQ}aNcWyNso}HuO3I$?
zLk!%5bxcj8AM-Y$0-2f^F?P$*6Jh5cD?KFI;l+-?B3&p4SX(K|w76Ytdgi{|dY>J%
z4a|rFhs1U-8<AF4qZkmJB0^VGar+V479eCWUS+>_BvH`NpHtd?meTvp6CoMi2uz*1
zj6SV^!(a=+FGILM0|Q&XD8C^D$4wf@{{;c0+Kw5}M>^jJ*O#g)DOmy5v|9|pw*tAq
zbV&xRg+eP4+%WAN$@in#5^2Few(J&Y1Z{#9e+wX2U)ER8cM$(ZNOfJGjmnH79aC7s
zn6~zTPm{>#;NUu6+con&SWdqY{#?>FJ(!1AH-+1;b{|`<0fOD;JusU64XnfmRo>DM
zgTUka&J56{f&nk!_Pw(5>+Rg&5riMDSK46jJ#hJA+kfg;+R)zyWYqqC;0t`P^%A(=
zQhIBNOJ4$S;}iBA*lXa}zWoZ|hi+fv@UC=6;sG^7*KzN)6WZn00Ff8Xi?4vv)NKr3
z+X_PQD(%_(cEFfY3v3|@e7Rts<%!-79G+}~wt0AX#;ZQAuWx0YrCIvJ?}4V)1~As$
z29Il9=5ANJsjTc440k)re(S&I-2mu;(gK;Km}Q?y&GAvq$&D}!f-RsP{Y9W`-5aci
zGoaAn_xlU5u>!v0!9ZZ7upd~kcOe}EsdBH8UNnm&s3m|PNo|7%yahb#Bq?#(gf7=T
zeNLY~AxHR-UoF0{IyV8%&%l2C{-P>)Gt2ug5XA6++!nr-j?OuobFT92qm=R4A>7V7
zlet|bXvxcC+^Rv$+!mOU$Hy#t&4<KQRj)R=7MIxc=>uF{c`!Pbfr0zT%iElFpqg_h
z173@w^drPJDGh|y?w6MqF_e54?@@w}kO#xwsJ=9vk(Yb=atV#N;SG{92SL4N-Pv#+
zTO>NC^pslO`1mXvo2l?_kpN|K{Ub)|WKM<ZIX@>GLXCm}%-TH0*aTK-R2$v!RE#GJ
zqelcm0sUmNO0&&4gD-~{s2aBqnzp?UHxE~(v$|iX+MYTrC@NTW@wMNcmgLq%Hu?g6
z3{4;yHeUC0nP9S4OQ`kow_S&uu+~^d2Ly<mC8nhGRFGgtsH&^WD=9^wIY06=uCnX}
zR&gswM{l=t0`P%|ISK@5wJQ{k@AT4=lA<y&Fz{}HAUHfKs(WxSW-vJ^>Gk2E8(=GD
ziX>p^lo~j=yU)b<{`mAnhlA9=2Ix1g0kgi9Qz$E|90zGZZEeyZ2?Yg4qH52knwpv%
z-~ftCNDPw>Ujxzf?#W3Ky;9Qs9~Ip|sH;iH8Qxl6jsscQ+CuN}>4$+|Xi4=|GI?|1
z*kM5&SlMAMEG`m}lScw#9a(E@t9gcS&)rHV3aywIs+5$}8#w&^qZ=AZ`sVmAM`z#c
z<}{OBo#^Q3V8<(=OGsD{OG`@!7neGn3O22Lojf3(2W}1Cd>HVOKbg|kUInmGFqSA)
z=<D+G@+Er!yBu3u!iRwWW2n*eanz5ftYqmu_4t&NljFZzUtjOx?L9fTzP&B-3D;r{
z<N_~C?-f537q1z&{~-e&;bRjMuR+ko%)^5RWa6r8YHFfqznJoXjg63oCI-+(D=mvf
z`&0%e7Z>B&+N4Fr#ZQSQ(ql<QAfEuEwXLl!{h>WRh}WuLo;?>57S1m!LhYD}zX3o%
zFi^SRV41A!Y|n#Pf$;Ef*-``3yT9~2ejQ)0e%tkkTMoUMn3!nHWnpH{)8Saz-;V+2
z>6aKnaUfO6x)GC<q$MIEN(TY(_rbx$^mK>LjQ1n%!T(obR~`*z-~PuI$sQVHX$Z+<
zOH$UDWKR;ZW$Ae=PxgHZQDk3|qB4b$rm?)z*j4s@=|RF+#+vMVw)eU{?>WCef6km^
z&YAh%^Ifm&^SSQ(`dmAfR@L`;M((f1WfSa8v+C2+)7$q>3J9<ina9@EVWDKXEtHF#
z%Fof!$u<^G(e?55%_uEJ^YHK}dQZh>6aM7Rsu$qku<zZuFK18U6>AzE=2uWqs3iw)
z!)YCzpLfl$NW&8dXQ^pux`&3C+}+)on3zTvhAVJ^0`UWbgZJtby0Z<q%FB6w)R4*K
zQs22}Hor$lg%*a&9DL`;78hCl{r%-HT%bw)UE~hw#|QhHHBjq3qRe~RYtFzoHsM(#
z7~RZ+&#~N_+MJAZsG0fIJYJHv$k*NNRd#;<xZw(aP0{32($bwjH!sNGehC-l1gY{A
z#rM-jVKLaNSF=8Td}^87>vG+~;=TXD{r46AiwLO|;*NpV%t}g1RjDsuyzrR+ab9XF
zH5F}D?xVA)w+#g%JUl(eq};F31qTN&ZEW<#lvGskf&3M&h+K8=1n9Y0;Xy`KlhErW
zRtW9xLmB!mCwVJ8nD@&PDHgk?gOpNF$`QAbYUUzyCflD4hS=|gb~K=g7y<2AE4W<V
zJ1C2aY85b93+Scu#n!8EWE&qv;dbu7uUFwEn#MqBa?AOB1?-6(?GJ&kuQ5IgE+65A
zWAW(M{Cr+vVInUtueg%ZODk*Zbuuc=#U^l)OF~*&EJgQ<V<$fQ?OPEqfB#%4UCG|v
zMd(*mRrUG3<_ttQ6FM6m6*Z<>aBolX;>EP5x~J2X1D_}>D~nEgaJZDbfCqoy<>W-5
zy1+l_f#X~QEkU@32S<K>zR&KKCzzZpM||L4bz>qJVc|S52G!eBe2feXU3|u4u<%Ib
zd4ef1v-P?3w<O`KP0h{C<Fz{IXltVBHz;P1mzf!6BEc23J^7rIi|Yy%71ci@Bb_O-
zTn@KMZv5@wM_>c5+hi=x&rhzTj-&gl>}#CAiI#g!G6pSuq2~^&Cz}tox3_-`+VO+o
zU|_tB34&rFAtBK*F_f0nXwT#9t^@xGhXi3wiIiwKY)+v6C&I=s1Kv*vGdDDHDZ-vK
z6{LErDE@g=<-z{W1cjoBNs0s|D0PShkbF`^MO0MM>);MF7V|_~<S8C+2)}2AyM0@b
zc)JFVm}5gj!;g0d<Xry#``g*9l9CiSnN8i@NnpxmAzl7doR-6aQ7mKx3!`eE#l|vW
zczKP-K}}T{yxD(9q+B?8Fv~q>DI4>HAMNWIz5M({Pn<Y`1Gue2G@YBwBNDT(#Be87
zRjKHRZ~!$SwQ-HVW2z?)4(h>lPK=FR_Ve?bn48lB*dnmOT5l2?^fr~ME0l)5R5|BT
zLu*Tmw$$@vZ4nGiOO<Qt%c9Z(>k2JTPfq}GS{oZ1^5Exwd~{AGry62!NV{P&+uHP3
z*4IxbX=4Qh1fHg*Hu;uEe((;NLq`w40P}NN2qQPLem=qu9buO`8>2$0mtm@vVR8_y
zWD&cJg?*pw6|8#rDf&hsiS#%wu03^SrEj@B<UrNJ((<vvv(|qb7|>Evfh-~`jFu9(
z9nhdh=*|4}i5o0$qP7UqQe8-9{V(_xcuDHQheRT?O9}6(Q>Q#UJY-T|KR;`;x3|~j
zQnIwV`mnh8oZw5_!!M_C!g`fgR9rVPp$*rd$}_p-Vq+tie}ZwKcn9fet@#D(kX#b!
z1Uzg_=QdO-i?i{*+0uhN_8hdc!E7m=+-ziQOnvq0Rjig4MqZvXBO_yLcro~KM~9)*
z2neGI!QFgL#^uhC{Tl_ba258@(9p!@JCSj5^-wiqi=}bAp$G3(b`oAlQ^<esm^>pc
zt{xDec-Pf+84}fJgUCiNN;nv3YjY&FLHg-yoIrYFB1%n7t!dIrJKGqRMuX5hj!2i9
z=3C`$maWhAI{=ciDl6aSqM@OI+y_Q^d3le(kpK$w#KgoB&yTk^jE%!)W}M&xv~+Zc
zm?+GQwzl>IZIK?nv>nLP2saY1Lmo3n0n-6@6>24Q6?zmF7KW5Ptvdb-(P+~a;Xnp0
zBy?Ceqfs!VEnCehLSOWuzG!X8{;FVcy}J&qK}SbNQ%lQupR+t~<ywy(12c2DzNn_Q
zHUl|m(;B7ex<2!^_rd;%o`%NP!qsJ;rBc_x*`CvN_4TL3#To4E?3&uzu(xl&&VKK1
zDqM0iF!17p*G1GQbl~i!b+#qgA2vWHD9}Nk=%8{KTUdyPwDXLtEQf!TzvWQC@P^aS
zv&;|)@84@!TJnK*=g~ZqXrSEyS}5QOj0nBj`ucSMJy9sYBwLFi2Qj6krFMTx19xU-
zW`>H$_3+$%wBzfbK1tbIJ?1}d<e6yXnT!LRZG@ob8&d)mlR=}giHZD&Z?=-Imj;U+
zS;00+S(QGZG$v$$Qv?vKsi{e$tE-DbK@b%wuk(6;O>DvYcF5j&urq+kBe%8!>KYm}
zvW;&^FvWm*(Dd_DfCg_&B)Z{K5Q%<#Z(kmR(I`kZF*14pOIIa_3?<t*3IKBk)M2$R
zLIcgmnwgz=?g(OUz~a9263mL+M^ty06GA4cQG!xgaA2T(ZXFaOE?td1uY_9@&&<lY
zZfyLu$|vRd^T&%d2Lhl-iHsPcVo6V)*pIz13{Dt)#=^pa6p`iS<GXHY8H2|QRPJpI
zK4bcFSIdR)m}p(`Y$xAXB1JKHSMd>4L0cGB%AY?<OU*z_{V?R)U$X)1>^S-(f!48A
z!iUk~-|KVl2n0$W7boYT(gZ*Y8*<t?$MITLHSoLihIr+pDDy&Fs@=W4tA7mk`OSEi
z!F=VG2Cj;RXgaY`(WvZ7i{9-7;0d9IhsY6RJ9$!hoam(KoTG)E>0MhXPyIa%^0g<F
zfsk!2R4fW{M0w0~or29j3VZts%q`=wV`CE&^1r+_GT0D-5?x(J)!ik{<i2J!ChQaG
zdH<i1^SjWY&kYSn+}zxT%HO>c&!?m$C56IHp+@7(Hz3*K$N?2w6!v>{kdg?;QOI{t
zwihU~im$9xM&?JjPgYiz9rnNf!jP=R!Lks>X+dq&muF5E|N3=8`^yW$Qc^5H<LG4M
zH*<4y#r*euJUrB$oW!MFWv^pt4MNlkj@@?UVPks`83_d^<Kmcs<m!NQ-izv_eKky&
z-zZf<EB1$rd{9sj5~la^_D*{B>TYxnn!SJ$FuUd~AT+Vw891y}yTPd#rN!FV(ZK@l
zRRbiy5e>ez%}vnB-=gnGSGsUl%h!6psYx3-5)j7OPMu4F?EsYCgTAKO85e5py>({C
z&a#Fcdrr$hp$`wGjuKlZ(P*@~p58HX$U#t+J1*67#8!~=wM4+M)+F2;8DL&yh%<u&
z2YVT$YTZ%ja@}G`l)_%Qg4{9D5_@}7oKw;F=hNn&=eYmrf1LBqiNYhMjw|8~W54u@
zH6}9hGw9GFXcbNdlFN10EdLP}LxtJ}auz`%T>vN9Jum?5BEVihIY8RH5CxUDvvSUI
zG7gpd9y<U#8j%fKzyWOA($bPldHOQ?WS9Lxt7E_!OED#B0l$riMrju(r_W$5VXKFI
z`Et2(z0VRX)z_cBgrpZQqM=R|)OTixii!#V?pd~+_>aqZf4!!jBa0)A<k$m>FP}8O
zWJG$>>O{bxF{~gxBF^l$NN%@0`L=s}r@wRAR29`WP|Zf&y%k^44Kid$_V@Qe<T)mf
zKydsq<U$+amJkFH0%Rg}bdH8Se8>*_*k!-5%EEJN$qrDC9n?}jPW<`Q_MM6^iI<O;
z7vT}<O8(<e4w^fE`Ja^~Hc24949AW=Oh{k_FtHXtXz)@Y1Besf1vhz%DIfePeR0ll
zq#hIi<3t!$v12FVrVwC)2j@L8JuM8unY6St2Z?_3m#Q!F=k&L>wrl}UeTNnl`g8U0
z6$+vV13M7h9(9UtIIM*bTmwiyR2N`H7Rhz+(-@Rmm{QHH_+w{DZa9wg2bHa@Eoydl
zR@>090c7DNIYYN&`%Hxgpehz1!RzMcP4}wWyy{!KJB~09ZdbW4Iyv62`<|G{)&{p#
zkRXPUk&$iTG@;uGj3AO!C+m6uXAWU#0LdApr3+;HcZvosGF!)u52EvXVoOw}JJOGZ
zYlQan7{fM8E6<@!In713q@+~3*P>ZjS%<2FEEg}2$H%h-;Ba0wivz{<U_3$Ynjeq*
zc}7G`Oc>}Hs`S9AQO;!roHH9Y_eSb<{n*dl>^(8PmF^B7!2f}>c?7X1q4Vdt#0+1J
z_8>`laF}b!WC7SIias-m-7ARgzezCV(cfHKdjv-tkW5(zExR3*OaKwwi(p3s%P@D(
za$uCC$rF>R<;<G$yv(ZmTMpj`2FAW!Q=^kvn=%UyRwV~c^G9Mak`UBIlx5t5SNS6A
z?a6LchL4C<DmItQ+jbO~c-$?^%gQcibqlGe@PikCKyqcnslwy-9UI{=a5iwTF}HU$
zq!)oGhx04>jRHIUi-)>Zl3zMh-F8Xg%|%ccvIDALid+Br&b@Z1!k-m3&!dWpom7D}
zNePLsg8NJK_W^b<EicP@#tEKcLs!x{xj8s@=I2X6bbzuw{rZCYWGov4t!NdqqRp8z
zXSN1M_8U|<L%`;4?d)hua<jJbv9pK5uiFB@*ETTVU;SKXLFC@v-c}4;c{@;`%t%X}
zMWSjSn`(avsrpy$-jzhXDK0)Pk;1q-)lOMaR8+L>#H)CCdCC2LH3snuIA?Lt%h9rF
zJfG|}SVExEK#r&EoT)=m1yviohOZPuYj!84o7&sc)qRAIGtg?e)2z(bMIB$-+-!v6
z<z>ER`Bs-TG^m3?I~yY-lc>}ORDTS@4Q6I$KK}le?^}ccbRn%=D_t)tDn^3zer<a@
zGw`eFAa!q;yfp=(5vG#f+L5^n?qn<ucZrdakqwP@!nd%q;&3?7H;smWTjIeQfH0jw
z@$_k0S~Kx1z<YXn`X|kII5{{pzI^%eG&xxloW$4)RAG1so&@N_@9u<PEJxHMx8d?D
zSS+Aid62({7DGMV-F6$_CBK;8Yq=u_KbHw{$aFn5D4hX-ALbzQR`Fj+SWE`&7hZ#6
zQ;2x1LE!BMV7KNwa-hVP(a@kJrJ|~e2R_-brz#_(4n)et%Bqb>qYjQ3H%Se_5E({R
z*4zgVP`cNy<^KMSlL`U^Gx6(}K6J=(e|K7Kl{+`P<kKf(SPeQ_+C+WPtgbGjA7$QR
z?9A>C=>WI7&UGqlVzEG@01#{reEzK7($bO%e%5pQoSd8!P%M$;W^o~*2lfsQv!h=g
zT9xZ&BR!vW&8n<?1;G~4$?YCauxCz-<f_`ft6Ew;ptXBOPVNa9NgdJT>##q9_SXBc
z@?Mtgvx0NW%gaOC=A>6j{_&k2k}j35fnYzW)giDk6d1VodwnXu`WBB1p;L7y_KqA6
zJ3H}KvDV_w&#`c)nUkZVqi_6UC#R-Z&YJZvo{^Hufyls(n>Tyk`BMIDc|#`KSe1Fv
z!7>R~+x?Hd{Nb~Q@9Q(Qs={$0f!qk@t6ArW0{M=IjG{=SZ`uCvo$T@dduO9$V?lh@
zInMJhLs{??cs`v?In5D;vaJhDI{dobhh~VnQ`zc&qg#<HeMThy0kqI_b;<zspt!jB
z))d*{->ZrN$Divj$Rd&a^^cQR72fB$30=3IjzOpox`EfZ#Ns1~^e|E#du00WDI(=G
z8v|JAV`5@ruapBhhKGld%+f{SDY-*>lX{Fjqozg>Tet4ZWN^Q;74<%$9HI|~>6gMG
zwB@X#BaM(CnLZsMw$I(&>_?9t#ob6^Zgq^0KOy78W7scz=de>n3V;y{i)59rWe;4k
uIlQvWH~xFQiT`#=-@NgE-TQyu?F&|4i|_hD&-xeze>ztTvH2RdVgCixYZtBn

diff --git a/examples/summary/images/traces_neuron_activity_Syns_C.png b/examples/summary/images/traces_neuron_activity_Syns_C.png
index 4ad959d0772500126c6a488ec18b929171bf2841..c4539fc792893b93935dc9696cdcda63546d9d56 100644
GIT binary patch
literal 130
zcmWN?K@!3s3;@78ujmIXB#<Ee4Uk}&QQMKW2Vbvy*-Jm8Z|`Y6j(sfFKKgNcwlV)-
z&obBTWyh}7USPH^(^xYSFG1KtDjrc1b1nrcho<N_qp#AO5Y<}lfdrhU$WfU9969o$
N9L(rnoe&d5^8?)*CiwsW

literal 22917
zcmd43c|6r^_cpvWs3cRND8oiF6B?wFHic5j5V1v+6d`k_WF8WQ%2Xs%NGP)?nJP&t
zWsXwHm=NhbPF?r#d*0`t=lQ&Uyw~S*-`9n`zr%T+Ypr7)>sTxJp!S{>Ogu~!3T1`H
zUYZVtvVcyZFw`z(#BXeG>R-mcwmPaEaXftXgrkd@gC%9ZnWNpAvyNv@nF}~uI-EOo
z)>dA6i?pnyfR&@8-8m&08JmB9K>Do1Ng2hw!Yo{5ncZH)a})}z8TlVW`p&dd6v~k?
z4cabU*ZA)pZpON;j~Pckzj(wf;7eWLyJ1MeSBpdXltyoqWoU+B?^uiG^Q#K^YWX^^
z9kLYijo<HkZtUJtKzqJVv*u-kiD3Jqb!?X{Kb3huGG24yNV&X_eADFkb-&U?`Q5RB
z=U!|#;80!4#?H<jS(9<bghItXd#bwCXf&FI2s0i3qUl%vAO6U4^4&eN%fic|gl{<w
zzIh;hiK@DLcfZp1u{xoUb(?qY<j<}6CB9(c!dp5SFDt#hYcB1NZb>`9AI78D@TTV8
zjj}T3MU0H*^-&@Zq?sbAtIO&H-Oiu?n3Y>m{jDv3|C=w4N_UNmIXX&R0%K#j3yh?E
zeSKv;rtH=#yWXq*tmHMjh3+|_=NAx=>^|`|{csw~ub<zKW*m>Ucyrfq>T6bR_xJDF
z@8lSc)r4@m{`oyQ`ugyJo=};JM^A!RYPG*%n|)T!=QU-f*4Ur!_2;+C?Cf~cwT+e`
z&11K33p4ZYSR2lx=o=cke0Fwr<k3RbW50fU*(82yI)3Xp#-^QrlzBFtS<21L?ds}!
z^W5hbM+&Ui@8{<;P+q)v5p?O&(`VP^?Pq@4@Wx&n7}D_27utHm>~VnE<WR?6P0fvl
zu?Y#`qKU2xK0L5_ypUDd$Lsg6s>a6U8X6i$9@?(cPE-!=>$7;Bee_}b=QxE^95FJc
zmqe31IM!`*rWqOW?D+lTu&{`T8NMA96m;;e?XF$BtU5{*y=F)Es9oA@^-|zlM=AH`
zrX-njA95?_-dnU)U0jl9)l7Ysu#NkQ=mGuP`!3z}{xeti;>FXS-#_$QrX5In>N(l5
z#K6EHY_;41T&~FR3kS<OCBG!EUtbbeNF04|rpkw5;muZSImdy61-2bL#l^+%N?l|s
z{>+_c=H0~H7$dci(q87avZA75s_)7HS@S1Ld1K=Tq?b{btmNbr`T92ZtaHb^yyJ^0
zdB>_2TydJ7p6>lU*~R_&MMBogX%;@^4I4LZ42v--ch`HJV{+7SsJ-~vZ-$^~34@qH
z<B7qy+@3Q(vky*dj(1;V4bjgw(sTb4DYS=4BT9TWvF!#um)p?L@PTwd<m=bEJ$-$`
zJO0d`OX)xUG>lzaTbn8-R{w3sWODw=CMFjbm*z6JbM~XXYF8%Gv=ca%b4x22{j3v;
z2+A=jHOdO2aXrpaPgce1)uttRg#_|@tzNl)pR8f7ewN&+SHi`GgOz{g9$%9?{_?J&
zd{IeBG9G5N>@gn=Eu)#A-+P9JYzyw<R|D@0B`&Sob|T~JRdIRwmAPeOOvDaat();R
zkCCb+Z2l{{vEMMBQs?j0xTb{5nxW3}()Q1F_4QSgUEUG49VO9is#aUNmhgM{ST@Go
zI+UXR(z>u{xMIex`w_#H?-BevFQp~AGtudEJA3<Gfh_Ar9<%OTZ8QG!!`a<Y!dE;E
zvW*sNM1}20yLnSU88-Q@!gHIF;{XNw?D6YM8pQ`IV*bd7VPtH~H!hBMsPd23nYQ~i
z1J_Djh69A>&*F&}@xdidgVi-Pi?_S~c=V+uE&RcDr?0CLJ;pSqrl+g$dsu$W&0QBS
z$HeG=Jzrqi$kq4xb6mmYMA!-br1tyQ#QvY7qoa|PmqJ2(A3oeXHa52J!C+gy=nciw
z>%C<(IG%>{2JVmBL|h2o&#E<(^MTEW69uN~>Wu66UGu@iTNN5jO-*(81oA(<wL4HV
zyRp6aoc-V%DM{0cwN77O%NceR*&i>P9cxr?Bo<AM|Jz(snTdC_NhQ&v+&%;J(Ut={
z1>umIwoe)tKiFy4O~J_z+;x%h7M2+{Sq=O09qK6kIMAG8ckY~o)1RwXSJl*7L<h1h
zh}iLKgY)<I{y1<{1%*`~9-gi3tG{C3Q@vR7$UREo>9<b}Og;Ut%b)ChlYKNOIGBM_
zVAY)5{<*EhNy4_XELd=Nz}53ftyu;_LP86P>k!tc#tV!-S$Uuve$LL>nUOL(Gh8{)
zUM#<0!Ge+Zr*m%^6<QNl@N057Vz}}TU&PKi*P71Ds-oKQkGiWaj>1(Pf1Q5F>doCX
zI)@K8XB-x_u(ULrof=Ko%i^k->Rqn<Yar!FrB``<@rkCy715gh8duf}N=dDNtE#yy
zxO?PtlJ^3N!?|<pYt{tE$FD8>@k(oCeEhNha_*6j5j%T7J&zmt@k27t17~`7wo&1}
z1^U>>yyLYj-`a~;vTpxzFnDI?Wc#_Pu|}CZ&l%?wURfO-oqOj#YhM{Xc7AfGCSV1x
z?1^Wqb#v+K_`RkC$#D@D6-|L<P<*)Qt_*{3b8Cz2Kfb(gsbyU1yn=iMSAPi`<Y*l8
z{xj)q_3oaalG9h+-c2=yXS?`Rmwx;3@IW)~-k`fLo=Vx$^bK?jKEjVLri{Kd^^P9g
z@~I@bx3_l@WwbxmG^S)Yar=2cVU6DGhn?c%$_I<G>|5^aU*O|9Ts|2VvvcD0Vbv&M
z`(Hm!xfwpR?GW#1B|eKOTVKMqz39-V2f@L?3w*GWF-2a#OUgXPKRsXIGgbL#W~ZBB
z1mAX=o!z}6&zT2h`*PogY9}ZKuit;8uJO)+B<W`+z4|%EVw9jKPiSt2STJ}yn-7~(
zY()266QBfjdClyn$3#X7@+epdAe8xOr>#_7ns@rGG=mCGjA~zBU)=|3qk_E@Ht#>b
zAF`<iRnGm=qOf&&PMTaF*047zab*Ag;o)Y(IUJ&;Fk%K3#J-SNQ!m3a?+Y|6PMqMe
zNo)B+>nL%md30f6cuZ5$PSd?n!Y>lHOUNt~P~Zt~ZmRBi9Ede*-osztsJwl94P3H>
zZbU(W0)vY3&v(Z;-w*fJgf8&8CVx`f|EEyN+k07&=?C52l_)n6V*B5Bwzlfc0p75_
z%`w^i@o6|*Qn*g3k+f+=*vUjU#uYpYj}X1B3#26^mK)^K72O#gA&P~?bQIaAB)49%
z=_ui}F68-G8?o7Fu0bMKW$6V(n2cAooAw?!P#Yt4^d-;%&UH%r%!;*J*c4B{xmr04
zPwL}4w1a}pP;wq>4~ARjS+i!%*o^)6_lh)i_1@PRhl}ibR8t$;Z|+)%U+_qMfaNJU
ze+!Z}DXD90@92<o|6zrQ*#qNN|G<jS&J%v;$r!Iu!Gp71m+s!Z%M^{foK_zW-<74G
zefjcbpOZ<RTqGJJs>1|XO-)Tbezu()a~6+g+8w}L#kzCWCoGKFZF+N;$3+~0TW}=m
zwc$ZQDp-%c;SU9;7P7Lk7E4nOrl_x&o&KCu<T`3zJb0-2PZKk<)8^ToyL9!oI*z>0
zKgs%QVsMGKxA)#CKe#}{*?4Yg<45^TJ3`?As#;q)tE#F(v?WxcKlk)7P}D20YF+_!
zIMs5e{^RYk^72Ea&Nhg;`A<fbu3x|I+84R!a%AL%=W(0k!hYY_<|1wVHpk}20-spA
zd%cw*;DUrn)1SE+*15U4^_5f19YFv^rl}D&BZ$Nw;SV{#o>=6AeO}{vcFOYf(i^}9
z0c;D-mQTdg&sYqImwHS)q&65UyHXYpt2O5xU=%4gu#B$6yA#9%kHT{H>{+b8`DkyA
z<)z_`Y$EM`odu^3drY(%6uD1`Us}7>*D(J?Rek-klsyqo5gz-#2e7OQ`S$J1nf4-f
zm0gq89v)?FLleDDa<9{@29odwbJL&sff19B*Isg+`Tj86_xe`O-+!JxI_Prl<IkW>
zjzGST(bumBU%t#nkjnw(QNNldmyb_Z06?r^-7zHq{2~fK!HZD8amGN>&=khZK!JH}
z22yQopG%FUS2sjU$eC3y@(T=n+|sf#O4#h>&0Q}CC)R)X{OMC~uxR2VIR1NZa`{&t
z0u#MXcUrt*wXU+;n8lB8ZHMXl1%=<~Kb~*ydeqXAUwz#EwRK@ze}HL8z@*cw+ZyY$
z4>N}IZe~0<CS#SLebTv@WB8O|{}La!@lR&J&hN_H<h|ymPloaD<dc(=n}YAvEMImD
zZqo9BV`i)Mq9sd&wrpA5)6?S$%rJ_()GZtX8Vkm5eH_fKeERa%?$L?2rn^&`yT7C*
z<>;Cudi^@(`29U6?`GR4a1&ub68z^rJ*$F4ep%{rHh<>4tLvk#F8)8W;|DUF#9kb9
zIT{u!tP{0+Np5HP`B+zb3e!-7`^WIjBi|o(kvKq*<)>%YFCsV^eD%Pkb{#t=K-`>+
z{G`FAHud4o@>}{@<RM~D`@rW7vU76!<MrwrZM!PM<2IkYaVG2SAi<4Ko<22)ZyI=$
z9oKez)0uZ{D|k047<M8A)O?!R$o%w0U7f7;1Ymtp*_^F$iQ_ynx@Yznuygq9k(xD~
zyeCh7-q^+Zm|tP@*-nM8LwEOv(s4)o-Y3hh^t;T^*HkyhovjE4RJ=tXd5NP~=lS7s
zj>%J<Wm|z%XB?7Jb_cRhn07=YlXEvPU`6hdWss}hRpB}OHKGy$=h(Ara;xP}FcX)C
zpl^m(Po*E_ck5%9Jo<py-rjyGE33>~H;$Dn8FarfvL>I8-0h+mW7%G09~2t;7?8%U
zua2F0wJfFFeWE(!aGJPN83G`~IweN{t%cnmKVAg5;R&x2_`t->`~<FUWV~tT$CQX2
z8x3=@OlLcl-8LR7G_rX$F%Bnv-R6+nm(<vM&fkqB4evh@&(2B(1Y>nnTDN0v>Uc{3
zaxO_9VU5(eYRL#VOO@QW21Rjs${rpbFU!xn5RA9}!U9T;aWU1~W_41*$tFHG!xJag
z10aMtB;_7R+VQT^dndwX*rmKPZ5tOYUVIBUlT+Lq4u5QXJUnLck|n!Sbp%C4(_VW%
ze*D-ThIJ*U3~}uFw^i&%AKEUaT*-Nb<N|1upsy|Ge@Z5L{%m7vtx`#Ax$YSGYibH-
zt@2q(*{`oz>H66`bCZ>S1QiuqEq((o-9t)}VhLz?SvaG8SNH(E|D_Z?RYP0*DJ(KF
zKAstVk+Qghmt;xAMo+)F%fvqp#6+Ss+q!k(i2Uo8u&jMFHTv;ZvlSaBXR0G-ItR{d
zp!~@f$AE@lVGH@Nb+7LluB@-GpBgG1wws-@XXa5@s#0b8-PCh}6G5;UC-6y4jalub
zbz|8-8Ich@i4xIb<Ktu5ym|ALHJ$w4v-Y}K`p>PMzP-)m=kplZRW|yR7obsf@7|@v
zde3y0tszMQ&q0$lT^{2rW`F;d=-6l+QxnRaq7^H>l!fIfHu~i~v)#Av+@VTKvykip
zftX>{v;BIx^zC75w{jpa3oy!l8p0`Y5KbLfDR$5}xBMqh#qXa-e++f-B4&~#m|#2M
z_3L{97Xvl*@+wVS5D~F2W;k6|?+e7RZKJIQrn|EBKh}#TNjl+R&s4+VZgc+j2+^;<
zpBS)*hjOB8@3MkZEsPYqftP|F)BUl?0XAO0l7k~Z(3-_vF*CFcad_c;*0qiqx!J*o
zwkFB|PD__9yHHw+%e}j>a0$!m!Ub_H>4${w(#v`9BQ2CmD(pl~*Tb{?<O;|PpIIfD
zdQC4**ygfn`cG(jLte*<=t(Y$Ik3an<j%RN6pBEmUe<{p4h{|+2X_800O*0MUq(r-
zxU=s%mA|E}%@BT>H(?TvnghP9Qt#{D#hP)&^dR3gUw0zQYc4!((DUVsSbRbPNi}Ll
zdLD=0xdCVyuzH6_(a6uATth=c)QuZ;*6#E&ew}M-N>fu?laO1G6q($@b8X@BXU0iD
zWb3u#H(=NN^YinqUfm8RY=J*Lck}z4<Q5I`MG9MUb8~;^o}g_l8fEY#>jx=8FhpLd
zZRb9PtyXeO2Y6nI)SoIKph7Y&b3BUrhnm{j(0lh}aW-l222W<E$F<_MlW$Lc2RqQ4
zk(S7zX#JW^T3VV!x87QQZ-w_yWfN$lr>M*m8$G;EHYIWjsfV$FhTy=5sv8@%l&88c
zn&X)EyC?B^{y5Z}vWGRr61ijP>TS+<;iwB|$Bl5F<j%a4wg2>NO@1xlZ30C=J%Z21
zc{?S)g|_N<+l%^ob{sY?K|w)6n<N8hP=$qQa4)xwo!C`_@V5}ax?rST<iRJtwyGgX
zui3-zX`x_J2W;W5o+5X>FezQUH=k#@MwB1ITQb-LiVrd&^SaA|Q`n~cjMqy_OCL8i
zv4SYD?5sMRr7t!8q5#q1BT3?b6{K_jz=}uUp!I%nxn>p-dIa~`;yAz-A0IES&{0+X
z6_#Ar)U*c)^2<B>d213|_fE#Z`K$mTR6F{yw)wWk6;1w=i0A`dl{<faYZE%)W-oKJ
z$WHLni-b_PfcEjtF>KNPCgCDhA09}-X~L-+_xfw3G}pOQNAJPy_A`D>L?q8yB7e9B
zXOso6pbiKq?%~o}o{pr%fjjP2Y4EoLfV<84Cl7!?nap__=mji@{Nz^sx`N4MkXX->
zcJiOCm|nk|yKQkG3mqxNM)ylb=H^rm4vy~re*ZiB<H*9`oNOS@2?3xN{wydwTrF;s
zjkuz;dGC|pf!7%;PdvZjPtfhm<Z$hM%f@@~$s$>5maf20{R}lVpPMr?3HReh7v8;G
zqAjiTdiNW<l$U_b@TAG&a-uQ$`R9sj``Gmsvvjl;ou9NN=Vg6kN^<f&>sIl;{{Eiw
z$<D{f7lPsA9)0-0i=Ene;@Pze-QC@q3FA0{Pk^QEzrGf8+gO7$&|#w&6x1NB!9gIj
zUAKy)Ny#d0ZI<5;H%IQ@;y6MW#QW=CeEc62Vz1r0S@&{2ZW%f`I$2L1>EKi1uG&_}
z=80cab{j2!(&PIUzL9<PYO6tWFp`Hv;<vfvyk64KHMmyVbqybr$58uL5Nq#>6u?UA
z@_qU8WhpcBRqqG`Jr?dV=8jN4KE8RzQg5Fg|9V}gZ5qKK!ZKGg%8*BrF#G#t9RDBu
zn0M;`4br2Fn}CIyb4<2@mQb*5UyTEE-*sznoxO3f{qr|!0@Q6MTDt#1rIPfrBI6ID
z>(?ir?W!OcE)v<rvX$$*z5mScBm1!JiQ<S9Ix_xzbJ33%+LE54Pv58sQn&S6G+qH&
z$XkAXQhM?yVu;#B#uc&v2NV^!*n2L+bV5BuMn=YnuV>#H<TJI__0*ssHKimwRF&qO
zsTn>R5*oUjM)PaFUstym!L2PFH1B~j-A)RH+ewi()-UK=^!}q|;^HDAi^18cH+pz_
zMkXd+0u~3Ub>rKWD_1Up7nq*;@xw7R_DWEuxY^(Ww#bAm9VvP=`^uFI4;(l!%}F+p
z%HF(P)7N5<I{(+IM%a8tMuvJLcnQE(vj>ICDR;CJLXcukJ7HT-uZj-J6u{QpFA#5S
zUCqaL2?-*P)C|&gL|l6B4x?-?qwF`Y)P$(pZboIk?n<WVE^hlFehzexu&}Uzpdf=v
zl_UGIWy|(zYcn2vX`~2b={7?+1vtzaWS=1jmB+y;6aEB#-72(qWn@BRroJeJU2oT>
z@&>TSY&IVrr~y_mP~g^yZ-9j|Qb2k}t*xej%VK<Y-*UOvbU(MBpWm_0GPf!4EnA}(
zv5WbdgwrfeMX^=ivi+!W;6Pwnn&_)nue$M`gS~9c+xwpNCEe2F4&%<=R+<&AwVS5a
z);N6jLDouk&M4sruI!PPa<1&`oV}~@`U-T*pdcpuFm853o{QY<hXjLLG}t2jN5yy3
zbc3YmxD7et{#!1H;{&-H|F8IYeChw1+yDRDcPRvsR=oY<xJi5&dz(BlZi-utZ!A6c
z;USHnx<s<F3@-=6F6vh#V)<?>&wpZC=_6NeuhcObP4gJsg72x99PVZ*QEZXhkK@M$
zH=8yO8Ck#;87{ycu=|vmS83VVZD%*6kRK_Yd2;k=cd~I~tIL9dD1DsE>AyTKjZ&%o
ze{aVfC#%=Qh25n5`+2l$<^FZ|Yn`oisHns|!v8H&$(8485m|IHNA%xcK2N)R>Ed8;
z-Gcdx4~&Jf=A6W{h(%O|1}*i`HdS^d$3v{?Q`Kpt)JvI|NI9aqy80f%t<FPJ1Ulp!
zj39zY6$LSbuu{>QTC|^;uA$tb2Sun__fCx%l{!l$r=-Yv{&HNa<hT@JKPW8hNq=MP
zbK6Sy3G1?-?@wRb;i-gdJOIBu{{4NS>+gxT*~Sjk`<rWy7A@i}3#waihNtXPQ&I$C
zg4xtak5$`!kr-(cCcxvnNAjw_{Uj_QqUq=}`6hu48<uWA|MLl0%EmJyLR4|B(LIcu
zNp#<!y~{Q&rvnZIMMUhO(Viq!r|ZINs~8){w|OG*@|&7+-D;Jv{X7>E3$>&jo|?)B
z5Nuwxw1mSBYQBUNx_%+$s)lp-TZ41y<xC0MOTf#d^uv8^LC)CbndtUujd8g<CwQ_8
zYzt6faP9Hu*8FZA793m^wnl!H)He1u{&H<r6_ao0sZ`504?9n_Z=L15`6r%N1Mm|h
zeCFLf22$)O9j-XqyW?=0wwjUAjaem^p?FTMeKbA)4V}HIAC<}e#ud7vR<%1@UkK@p
zm7BG-IO;^thQ{9<J=;_KIq~tIxyhXr6+1iGjq>t@ej+Ku!Hj+9ZtG|H>u2dzETCB!
zgs|qwbWZH0-Cl&Nol@W_0MVJ3mp8VtoF4J+-4OuaxDHVXiAG`LjMl{_3spyQ4^uOh
z50#yc!~v0fbV7<wA!$&0`Ub~=mkg*5J*oCz9tk=Gxy3>XNpXFAC{La|p-=$40;k76
zr@-$mUB3J=pzA0e^p<I*mjgwJni<wBMUPjB4w9_8Q+2xg(S;(1ekQoY0C3=77|r1+
z$9!f`l1kyq0pkUVqz6pI6OhFuSNSpcmK9*DK#w!1PFohXqPVxZ>em1^4!ArRexF40
zk}WjHh<7EUdkUso4$sZ$9@x(3ksh}~i#G2fhsB)?gxDif2h>Kd4{nY4mkFHUThn(W
zf#Dw?CR?5rxiXz2QUv#arE{O{F(-yQZ>h&Np8b2^iIFc5`0-TAcr9?rU(0Lhu7OEf
zEF=C@)^qQsT0G<YMXCx;=eaIl%^t}yZ-6(aR?D!!JeU8yNJx`0>%UF^(K6lOI;HuK
zwN(9BYkYvlHE-4OEgE*jh5z*zEMKV9)AQfnSHcw<F-@iF%=?vR%G4nEAPa{1N7(#S
z>*Rl2(6jbdt2lGENY8nPBygSii}~0;{-w(Cj{A<R$RNoJ#39JK=?l#p^<PK!;*~t!
zWAXfAT;6vj)`kg@KYad!@-d0{_tjeBcCLLnU9ev+sIFq(VXa?btSamFk2^bdB8>Yy
z&%fMH3)g?W{JUy3nm)0%Mb~iGE35zUNwO{f{j3L--88<P7yj3JEvt8BDE;^4R)v~8
zGoe|qlQ*U;dAl-F@9&d_e3twq{g1!Ac4?I344moT1wZCa&cI(s+mfS3mVW;2svN^&
z>#xDx&;NA2>OXtA&UoJUE+W47+74<^F|1;KsXiH%tu7DR>qc(=X_dD#t~>8zkJ;|y
zK3ewAA1Jqb58v77@~^wJ=kr|u*Pl+T;y-f$W;uW1^P7bJ{he+Sxmo6Yea(lmcg=hM
zIb!E74%+B2Q}3Uf-(Z`+C-d*tx7XCo2Z*>Oxxl<aaF0mlh!M{Hp3&-<LqdS$P4esO
zjD^|yp(Ilne3Pv&F2&v^afM47ce+mzJ(}nNw@gUZSE*X;TwDRLJfyT7s0R5&L`2m8
zgjaQ)>Iv)tyM$V)kbnRM2`s<$>vXf<)hi=S#JmiI$j)&5Pd85SN!5xqN9p!Rp7~<>
z`R|HXz8l;<asj28<Dd=Z%Tl0(4D;(~7HM0|07EW5FX1_dnh`&L1U&aP|3eu7?-z=S
zw&c&uqVx!6tQPfzp25LT6vB?92><enqe!BtsOS<Pcy$?Sa_>IIxB28iKRQu0i0lA=
zADNg?G#bKJ;A`?{;^F>r|3K}u$G8OXQD%T&q-=v|ux}qT*qVNWW5;eLPY6(Fo^Z)h
z?=OmD&B<L_PG{xk=O+vu3M92Ce!$zFJ@(~Qs>qN$ib%IpQ|og<2^!`-q3P;fdj|8h
zVA#a_vH$z`6@^COC>p2q1GFNEmoGh#pybs3?HhBUk(A8o=H$hwYh8|uTOO`{{C>n=
z-~C{OX5qqIr6u#@poX}!B1fd!ySp`7Da|**mLRE%j{P#>4z81`tla)>2eQhiaJRSK
z4)$A$9!R9&>dykCsmWs-3tX11GB(x4iNUiVN@06Zb_kHEm|B1o|1pFLLC>D;o0hIc
z$<rL?W9%pXM9nd+yo3yH4X*VBnV;<GH<DrNw!P8UL)u}sx<$mVB1|ecNWAGziv}}F
zC<ZykRp5CpM@9L*e0lK9hX?!l?2<sOMSs=a#0&xwJhGg9FO5(^3=9meAcEv98&)0F
zyAbrvuf6riyWW}{bu6;R(w>8{vB(8n-QB4uBO(ENAkD(wA>@@%z!4tL^YMW+ue7zn
z6D{wLdDr9~NOQ4s-jD6-())^UQ?=v@T$jz8v)&fh{Yg94;czC2G^o-n<XuX5oYcEk
zvWsO@SDi*8Z}mEz-TlYF1yU>(6|LpyM}{fB``IgQmYkE{aHVv+5zW1OvA;`RX6i{0
z&XH6t$x?xRI+E-G4U2tRjaHpjP|#KV3^_XDT@6b3L806-=F?;STfFC#5zNCj*}Om2
zoUFE2OY3k+JdMVs=Ml#J8IDM+D648hbty7s!OfewRhJUp5bU2EO80r7U{f3R(kvFo
zYx@RC=IT^Q?AXBv8f!OpRF*8E%?B>BZ%|x>05}lhc=b-NvR9TO)cdR5!eRwo^T^4+
zSzRRoMxSKf;E?lBQbF#^f<nAHuGMeD$jTQcVUV-I=pdd(e8&ax`Cz5%`so)T20#a?
z;Gf_RuIJD5Za)wiG(b1-u-iUw+v4rLma7}}jGdh~b-I0Cr^cj4v#_Z-TBbYiVX<&G
z<c>3<*ll@V8O1sI6VDFbK1idzIWcxuop>1^%|cg=s4t7ZfItHmsPp%aJV3oy4Tj|C
zV3$!(g<1hsDn%w!r34nR9M#KZ%8o^<a<CiTFx&SwL5>~<WK`y`Bp3ckb?F6mA@yTV
z!`7gXeDy8R4Sb0pOoHk!jO6Dr|CMjn!gxiOk&uv(1r!CVmlQ0dF9^7r`6plRqPUSn
zfU6R&scC5-pBJiBee{LICNd$x#`)-DXBtgU%WNcS%TqZ0G~=o)kS9d70`8j>-SRIE
zuDCelq?FJ*e>-ye6mhBV?Zt;Hj@tvPo*+4w-uj&z)9tQqpWpip1|wflnwWJ$;w`1e
zMWx2|2we=S;}KVmFu1aQ{|HnSA3=}AY+z-N++SA}N^-PaoGf&xOsYuf60(wZmo86I
zGlb8OJhX{Q%_?45HY6!X)iLtF_!iY_d+0XSZgXb#{Pm*>byg4{K`2!BHp)~M(AES8
zNxon!TlB6MxaDw9x8+Ne&QOe4NG$zq<?jF-i(>%anla%)bs=G;JZ=b=hN{J)2Nh5L
znfraD++Fcaj!7tN6x9cn3<q|0!)U=1%QPsxFNFNCi@H7CPGfx<9-tbg@G6nlt_211
zxi2NPp_K=e86b?&x*8c&*BcTs+FP&{a0#y#uxkR;BvE&C4-TFV{(DWUHHqO;dS1ee
z?1zHI*OqC=Z@GX9_>p8u8f}vhYmUL13Q?*KJ@pgp>Hg;RCgC^~77YE?qtJa+*IyCs
z`Tji|X-kaK&mN%C5Y9_Mbw>M+mH}Grb?axMqoSb#;;27&>%i5ZZwE%@=w&Z}3K}@e
zl9QABasyZJp2)b*#@_ZUflH=-061Pm&owL-%sG;m{V}G{5?B`+MXKWMd5Kx@;0gU?
zcV-<!Dxtvh+=M$QsBS&8N!Ywmh)+6l5Oso&Z?WyXVyIrnNogI3#EXc^5~ix)k}hA2
z(X^c1&K~L8u&#_t@(AVT&6?AQE9xB~JmHK`N}<Y>F(!f|?Yph2@nvrfa3bD=g$@k?
z#RtkAHr`EVRG!~Zl+xb-Y<T5j?0dF(o9ekf=<@x&Wv~O@<%n6g_?hP?=l9e9!>c5S
zCBP8ZT1-PFB6sW&<*zM|&H4p!$-FSwOXE7&(_M&S&W|rGwH9tDz~$kGzaNSsUck7C
zq@ZO?riR4co!>7#dGh4#v@{7FJi?#^GhMrkc%rnwp6K-397V&56VG`H&a~;wFI=3a
zc+uL-dBaMtzBt(BJ}9LOvC5WnpP2dF2Lvf9XU<6K=hDLgH6-XN@KfM?Vk`ACmP?0{
zU`7rO=<mnCG9)_PHLc{!$;m<8pz1}!wx0fe%ixXh7+2|O_|De+8e+cHRm&;R?uDXQ
zv4DcaVHCATb5u`}Dgp`|F7TnzVqy$#*Jyp$U0vo%)=4Gx?1wg#&v7Wahle9jZ|u1h
z$X5+#eaoUPDCjQL)IivE>o#t$8j><*9Sk+l)MP?g)gQ-1X#4hcs5K~{=5X&+%X*f(
zqRHY}R$#g0iL>p$T3VBZ#E58XNW~hytQWRAHINb^X-I7P<>#(7R5PnlbEFzt8(c!)
z;#z*7qd(Sgo6_JYBn{W&Qw<UvW$`Pd=p+r{Iyl6Y3o4Ha{SWZTo+C$Alky#M)z&CW
zA?kf5&qz7Cw*N}n{A%24uNs`28LlN@0L)(x<O8)Z7`!Gc@<LKgf%+jvQWQGQKF($I
z7xT%8ZciysmR?o>@wqq<Q>YJ(LSS(Whk0alv<me_>%YrhQKzsaU{7*}FlSn=Aho8W
z_3*Jc#nS=B=RWtMK0!P~wD?N)NWFf}6?CJM(}V40%12iP27P;HvRGyzuo6(~M?}<v
zy><v5sVm1~dBXMQO02krkwvXq2E46j=;hU%^K{$h^Mhk+VAO^<6MZ8;e))E%a=WL$
zM#LX?Xlva|YbX)*eM_9+s#S}iqxAFlH-j7Ne}5Lnf;jVgX7b?~hTyuKFMV7x3?~bX
z=!vnlRTH$^k^s`6>8VOeJkXL7aKy&J;R}}2xWc3O_3x;tC|T(APy%n&6cM4GPn9?`
z%E4wQy|IX%ODs&R5p2rb?DT3y>s0}){FmUl&0){bd_6|(O|yMZT8kODdI<a&q42b-
zdBqXAeIxLT;7w=oSH00B;n0cMf6>6!R=W4&N2qB9We#WjLu42S&y<h9*hUt-E>bA_
z&^{yt?&TFD5)3B^XS7^=GM`7P=YPSyU@PM~PGZlFRCsJf!JxtE5{Or#1?oymOEV}b
zqgf;|M=*1+jiKBULr%z5%kiA2A$4_ikIpr14{X{o!`#`~+5a9SGh<?6;+TZ2?91v@
z;p9wpgLl0m0^NOmiv*cIO*G8E{j)n#bbR_?R_osV`xT86Z`@$oxpU{0?@jSrFGBW;
zT>b$4!~oUK!J#^MrRYnP_EJ0veT!Q8JQo}wL)}PqT%eZpe8bJaMT%qN^ILiU)W|C<
z1*@)#?dHdi_lpVsa3}vEXWPEz%6BLLE>-@S`(V{ZYV%OdNE#K?ow@nSx)5T&^^L(n
z%uJs~b#~pnnK}=st@}QY0yL5}=BCj0>=6<dXF~B@1<)!FA|HsH%n<}BKG=5@+b9rC
z5bYy!rtqJ+hf)|R*Ca)$;xfA%i*JQCvppJ{x{GUFdw%gPFr$5c1LwZDO)JF2#FnmD
zQG+r}AHyWd!Ur=lUmsMUW}5pAy;z;=>%F|9=_G91zfIYd;Snl{&zz+eJObsf)#1{b
zsn>uIvNnWnD(TAkz~c)ETV`i8snkFNM?M+KOYR4*Ux<Se3quCJmabtE?lw&fw1Iew
zz%=fsRa$449wX7m9|?Kn<CQhT){@NTO6y39`H!h6m5)x!GUvRF`w$<L{t9=f>*3tw
zcs*>C!<}Rs_ve4JW<ksbXM>c)<KzM6P0X*;^{M-`={khHf36g=MCS2o83GUg`3Md4
z%8KJ<j@2hDsmPz;8d-9u9_JCp#gGYrD6+jZsM>pli{gE9%!un`IdE0s+;)<`SI^(J
zW7(0XEgF0O^#bg>792aFv~2soo}Q*OZW4ZsaG3M&-<eR#v%FH~o3#brK9w*K(Xt7C
zvuu0t`k(_MAIo2_)e@gF=w*Xdt;PdvEsNq?^MvgGJSU#VB_rsf_&!sGW|8~%txHyg
zK6KR}PL+x9C4r(LiZ=Df%dVCFT?Lvu?oZZRll(O*(2<i-hG0K(H+IfA6+P3DMS_64
zI%^618|9L@N8-;#>{a^hWxB*&k+r0)KVHUE0U#ql)mciOO1ZvIuq~h;f4VJ+Z&P=N
z#_Hb9YS!-;q?VFZB0pR%(hbAkW%2i9^9V)`e*<;0TV(%&wiG1>-Ss1PxvX5&DSILF
zxuz=ZX9zhWiBAYSKx$PEt^uwh4_z~uV$xlMg{l6dnW{A5F#by`<|!cZ?X{f=IZvy-
z+kg<cs<W8bBkNbo>>eT21RbvV$9(Kz;$V>SeuPyf5>HCk!^x=!5H?LGRvJ@<uWT*r
zWvve=xmmAeWAzL46nVYKTUmLs?iuk+(&1!ZQ^}244*1%K#`alQjrNK};V6)=Do>le
z^S?MKGQXfB_>gYh%idH62l1)c*uB`lTyZ%1zGb@0D-Ukl#y#6eyfs-42UiZ}i-XIz
zoFWhY&r@uZqA&iF8P8-?rpxiK!_zks@(?tre^uyzE_d79bj#^N3MKl9mN2_mr~xNP
z1Sz^SJ_F+XpHnUD_UW~+w}Lb|6)}Xg!lCYV&wk2Dxf$~s1>}c^GJ@*(=FLrFM^R_%
zeu>=1`uf6M!9jKOj+Or#Zk^-d?{E1{FQF_T2_RA*Qhdqyu#!ExMz)B)iq39gl2tzl
zVmI4VfO`MvCRRE?l$xWX0z{yfpfC~?7G8wfT#?80{kHEe!=2%f$Q(xr8497@$BqfO
z|NKS@ut$pfXcjWJw>2-PbbtCp&24OW@nHU$;CG&*q6{fvHIgx+P9cR?TU%T3H2!Vh
zE2ls4g3e~Vb?cTDgiQpv4$Kn{M)MaOQWh@l?y}CY9V_`3|KY&~4)!*&IL6%ecH<|t
zwL(;?D*cYmKfFzm!#W}4f^KeZ$oMvv?)VQ;lic@H`mss4(TX3ctdzRvFY@-^3aXQC
zQ*ebqpA*U7e96!gCBvvFot)$Qu5VlnO`&>EcKWqzt3eSo<UV@zs8o70dmDFg)}fO8
zeK!SMEeY|n$^xOQRPOxGGj|R18KF`03k?lzv-$4=p+sy{(2&!ZN%*UTzEo}{ii#}@
zIUrlLA1D_?J^tES5tYU8n6x{0s+*c}UwiJH>R$LPaXT+0DJm$ZYqo1=wW?;d#=ztT
zUI<<EE8A!Kt~WZi@ry7nvdL!jZ=fn~e&qUCWqM>}gkv%eI>SzAY{8DKK&ZK=eki!^
z(i+CMyboPD7v;{zE5}_84*GTl<x+|OP{*M|hX!8WT1fPzgolH=|8XGe5(@J=rB$F%
z=Jnq|?@J&!evD8Lcq1IK_?(MNU}<UT^RK&TdL&U+^W|nDK!|vptvEkmFP@;+LDuHI
z!tL9)1&GT0fz6dA?cmOKr<SzHPD0Eh07~M(_KB;__T-p7?DG0>Lrs*rP4K$m9f`Fc
zqnn7=y!;$dGmLjL3&;fdQd?xQ>RqBDB8C+zw7!D?QhLo?xxP8-CVWW*fn~gMQRHA3
z+hzG6D^I}n%ed3u)AH9Baph8rmn-caAtbw4(7dZE#y5Mq-6LxW2x1|gL;1qj1d-_t
zR$n+sHoth@#!BTcWEOMDlus<D(VRp7e$lOLZ23iQxWc`==3|wvzh{^ZK<~89uI?yD
z;#b$s-&H(gL?>OEr;PXoB{N%YYO*G&<_D&Um#xZ-A9^O14LC<asmT1Tt}w~?>qK(N
zB<Qjg=_;LLT}7p4{=JYjTr>#0mJD3!wL7jo|GZn3cf&mv?=?8y)7q>-B9Oy;SgAJ&
z*S=GwmHpWgzV5LE@pX@P-*43hSe@`URa!=0AG~*KSuz^});`gm+x9WB%hIZc_K;ui
z`upp!Q3vr?txMB<^<_nGZF;zz{ZQ(BfIECkz<4X?8e<uz(sc=>V$d-EKBAmEQko4@
ziu0cp-{TA;<w{Z#cW`wuIF8qeesHWT_DY|HGe0%Cfw28i!`5Z;Mf7a3rN-7IsQCU9
z40%EyxNa@BT0XaU-bCh?mU(4*W~+;IFptfy5uJIPn~(DcHaaS14*N;kI2llU<l~<Y
zq0GF7eBmX!0Qz&(3tJMjlJ|u3P$;6D*jceavT;UquZr2i{9i8|InZQ6!I5ow)sjsI
ze}7>9t7GF%V{g@tmX)1;8&z51-hV@{kw*JDzvuXB;;d8i9!58JR~1nv)iz{{|Mkru
z_*Q)Q@Udsy#T1_(ahtOZkwPE;`#gB5jPQ#FbhD8L%~H$OjqH)X=h0J4lFLcE@~3T6
zEKijWu{Ai@S{fGaqghmv#klpw(S7=~XyNF`3l4`~_C_Z~AOEi}nmQ^4n@iD)H&~6n
z>N<f1wIrLfyHRH2Q?1lZ6~dpAWv})RsQhL89jvB*Av~$2U7`3WXB<lqH#qWNw;5ml
z)b)#hr-eyQCJ<{v6WLO-MS*u(I18+oT?@!EcG@-as&8CJgVxa9>W4-2N;I2|x!&Dx
z{F3QT>(=XcQE+1>yKUv}xvPkyTEVrybk#nYo=lfbhI{_CDUQ=3E{dA13KWXLtwQVT
zL3Li_!0(nXaJ@cg{o1vNfnqGoEfEtG^lc4^{0ik20(RF=k2*}|ETh;(8fP1=r`|Uu
z%lYnE*!PX;dTE;|Dp?M4H+m9-(&qu>tuGUcT@-Je9?dkBS&BdzZzrZ$bEAez-8K*V
z_OCACd9L7r66Y>aCZm!UA_)&q<e|Pd{}iS2;eOXkc|?|7FJY#reD(f(_lP+4zQO$N
z4WXPxXS8LY+&_HQ=#~P_Vt9Ug))<vN3m;wJ!z{L(a#Oph(CFW<v@&&{C<EnTJo+M~
z+oD<<{(XQ9O~N0VEME}2XNTw^k>pZR&AOBwmZP4bU-fN5vFB7F^<M|$#DKMei-8bj
zQGmh{%4^;8g7Wf>nyFOk`M<BS%2_c+!P_&C<@@E_ri(@n)k*f=M{<wREMn&$t>cTi
z0)M%J(TbeG+yxZrbz5yxb=V`z$&ssF-(+k$CePcnm3xs)?$uXIdI<)of3p~2KlT2Q
z^&+2m#-T@sHzU&{<m>+kI@ee)x>Niy<}i!x)Ye=3Y22?Tazj59w-rSv1V4Kw*<Rtv
z>z*L%&K3D`kbz-9@ZeCrnC6R%F8jrmA8e>Se=~jKSKy6vi&|F{Xd4FIok!3&q;tCs
z!;}Uz+t)iB^uAqD%5D4gYu)bw;a};cl=s!q29!Ld<w{VrYWP099k7|ABJRPNs$a3d
zdBb>`(3W47k_BfvpFvWj)4sjAm2@G1g(Xc}W@cv4{(5J8@Sf~&Auz(&*qCkY+AxT5
zj52Q1EYAMuUrJBp<J;2b!a%uss8qlp>7tPINjqaFu7^L?AV0T`Ua1@9xmZGwmLXIA
zva3ex<j=*F)_7&RvBo33Zxib_p6To@1ZR#E?l|&mQt(1?nzS3O6xDuITU%=}gK~-4
zNOu(?W|dHcvM)IQ6z@NCL;+~@(AMT658ENVJ5A3Q9&{gB;Ik_?toqIH9BW(sTf0Ap
zw>PJGE%NcTi*l1%*w*&2C$qV_^*Lvh(Sp|;0wAeXY^TNFQ`U3N^xCd}Dr0G?k!d79
zlxtYRWD>=5D?4ZLrkojcRQ<l49ZI{sLF4MC<kw74RoJ1=rUwFi#)Gn*R9RUznerbT
zf2(597?V=WEadrP_ra|21A2k?J9YiD)_-e&ZXMa4BP{yyNup<}?ctn<My3s$#-1Bk
z^6xQyB@jXleIC6>{6YE@mrkCD>MDL->h*88H@Dq!tZB4MlT`QLTpI3i=T&F2Lz%aw
zmwxiyD_4hCyNp*R>Don&C1e$(tXg-`V(4V@yUG5o(O)*zaIg9;`FzR3k4>dd<m*kN
zSIPVcsJ?2){8>W0;B^31WOD6SX9uY*F;{q^@>fDkd~?K9Bb)K{S8;BO%p0?_9`SQ?
z%wJFO2$&`Xt}HoTXV>I^C6LS3Hs|2htea7~2Qzf-bh0SXOkC@h?uqXGYPjzE%!J;L
zYcaom+t>g?H9UW=1`RP#oA`go52!exB!?csra%(4NkFlUrJi72!Ls!Yx3shjS9G8F
zW?IN6XgF!u_YTy#|M5bHaS@Nol-q4z#+RE~tgt@BYvjq~VKVztvz4)q!LH^_YH~=C
z^ES?blY=_#aVTEq{O@ERAlskWCPhV=JI?@pf-&EHeL<{hly2SI&m9x?n(k*bEHCL!
z7Y2k6RY>+*9o6Yx`)2y|L*vh4=T@FB6PkSC)-Wlg`(9n=`sWR$t1MfBJ%sz0rqgoz
zwN?Aq3-mM{9U6JDW692w7rts66{Q#2MaAFL-?~t?z>a6GQNQkdIA6Sbs_-WMkCvxU
z^-;7I#F5x@?B>`*u}QbnzP+`=)WM#mhp7FF+Da&svT=+u=#fcpwT2L!N9w@-{r*Ww
zNo}5xj))hO&sP@}OE00eT6g1&Qi7j)$}T8t*m=)?eqi?Bk`Po;tj<%WAeqx_PsFDO
z=w^V`plG0N1~0-g@Geh?OWK&6S<=T$k%dHV(V|5HAc!a<=-5kv!sgoMvwVbdMRwB-
zt<I4LXRb?S?LwZTyB-7^3T#B8dTo;p50;mWhbIJ;wEBeukOkh-={R+55NcII0TVR{
z3SLS#6i)e~GGxz!<d|CWxy^%5=5&6nn+hIoZE*SQT!kp#8j?iyErrX)Kl8~jUQ_e`
z=*Kg2bpog5_q|R^Otk$NMTDbnYrM`HOe`7NVm#7NS4W{h2=%^5n7qXykff+Q6*$R>
zKkrFwO@BK`dVWbiVwA9$`!|$H@Y!Av?0Ubp>Tvd_PcR;F*>krv<qhw#j&*rMlRD-8
zY@pbDDl2#DW@c{FY3KnY73V~S=ydZrqG*|2@|tUHVJBs9D9Fj>wfn-mr9y9h(=%N3
zY`<(wFNuuATc(HnM~b@mRH4y6)IOnYe4~~pz9)P0qmpgr9qaycg`-iAS3rG&stG4D
zZ2V)m451zE`q6~E_#Z!tS^TehFt4NBUvkQR|NL-SxPG7&r6{-GV4CHeza4p<ska;w
zc-OId(a0M&tR2Ik<N5LZ12^(XLR6xYH8Lsb?Dx#8r<xMC51_#TDqTSh4wOhO3g}BO
zpx5jcI^67>oFMaEg#WTEcn&BhXHmz7Rk*1h&a--}gD|Nx6g)?t6iJ$kii!l_KT&Tl
zbZl+V)$brho3V2*vkYWXY%<L|j+>hkUwaGcb3DN=u)d^&C&lLKuQgre=QpDhZwaIj
z=n6g#x-BM$9^7zv81!45$0wPx5#Q!bdfA<n5hO%6apJ~kH=#0}Lhn=G#Lp==-m7{p
z=YKyNHuN2O56&DG#4e$Kmko;jToArj(S;EJ-m}oDS=<Kg{K<M*`n`};j1A(fkNtv%
zbQcaq2&7l`Bi*~~QKlySo%Ms`<Kt>z7_k6;Q)s$+0%?N(!-o&ADLG|IWggB%%naGw
z>AD-@v0W54B((}gJCWg%t^};2Fbn?<$$7Otx)V{nlsemjg<$94pw3NwWF7r*wlWy6
z8VZV_aj@mpE5F>_+|?T`f~KI6e}W`W!q~*52DM-7Z0j3(`W?`6(;$8e^J0Mzz_wt&
z-re&S7PpTSJEW2?&{S1@2U^l1(hYJGi<|~y%ECEzek6Sa*lZByMr*gb>w5fX-lK~3
zg+Ut@RxtKwxS*0t8j-?wj6<yD=BalVt*1oKL8KwQI3G|JuIxpB7dILldXv28*j3+s
z{%mtlzvKIae5HY$tJqBx3C+K~%Nv_iO3<E~nF)m-=8gF}g!66!1?@Exm+?>gd%k^>
zBuyc1ZD{meL}BOV7WLaO<)5RILDSR>DSM6vY$zs_Y1-PC)Ed1uhXkV9Ap^(w1OZn@
zrqpfx4*23;EElKhQu`kRhZt1WZn0D8{DigPh!Q4*%2GkUBlj(W(+%_Q9O_6z`v^|J
zi5{M4Q;n*@yjng9d;aqoGpPTd{}sE)BzSdZjW?wAYS3?oy-<X{9q8oL7x8GVQTOGC
zMzn~3mBx3{AMQd)q6W)5B%9=ND4=9{&yl3*avzg$7cr#d=wE`VUyjYt6^Gvukd}TC
zAX0iB{f5499Vj6Lq5WH6>((_CHpphsERdpv=C!pbab6i*%gr6w-F<B8*RO^T=$oXX
zE=5kNlY|2|v;p8&%ykW*vqouTO=}@64Yb3>vi&eaIHEc9@43Y-;d7<%gsXS1|EmUi
zgkFrhx^WF{FeB0ghFJq;==Cac{(htE1^sJcObiJCV+(G!H@QN0*(}HWp<Uu_K<~t+
zsZVidF)kyV2zQ`0scUG6dfT?U9OY2RcrGH4K#aKU+2<A4-gG?b+&O+e`0;k(qo>f~
z>#v<A|Lejc3Z$55lxbH_EjbTtd8E*q6RS_^S7wj^kZA~{lM~#A3Uo4f74;dsHC04p
zF$K~T^Pk)0?q-QITPhmFCOb`xj>;JgqiP`|1Al>D>0=Jek4tbhquaACXx5{<qA3$C
znhVJ!4ibFaCx^lzLPAt6O)sVA*7_}5`Lg)jNsOs5l8%J|h}c~Dx3b+RS+n0f2mS+6
z)teZ*F)}$>3%4Z;(M$Xm`voZ0QVtdlq94{<NLhL9!?RrhXm;9U+a82E5mivIYG~(h
z)K`{wlPA4okRasa)>7UbXimW%-NNOF=KRkR2LY({qbgZgSkwW7ND+m|Off&<o>~1>
zdH7_=$#-IWMs9Yfxt>Vt`5yz#V{g&vOGcOw^$XOLHzBosBYh{CETW&^A_$nwP*V*G
z38}^#TMwEWs%bc#ZM&ap;{9oo>a5r)@)uTIDK#a!`_G?Grs#;}Vx37(n0C^R6)5ub
zp_>(TZS@bUvhxY*n0#_CCsX!nVL{VdX!c`eOg9<f*Ab9kedw5JMzb13CLd8^reu0`
z)M7*fYOCyM#Zg5IXMexu@37c{@W8;p{eOJKGCDuu{TY0kPtx@Uvzx76Vj2U{vZ6Rc
z%D%~Jq2K1l88vfCxBmQby(@He*-+HKpbf8tOv~T|R8xvycjkUY81W}B53fs#N$BYc
z|LTF*00i6U!~%I)m-io=A6nB8KwZGS+sjNiiEzZr%S+v9KRU?aoKES!Ma7A_V+XzS
z1Y{oQ;~iTpiLE^U^V=>uJ+bV$Oy#UEv?6U~S=rPVNjoDz-I4%D$+Ye8XIs75b}iX$
zsJ3o6`ioD<L+E7d$ozQIgOW{G_0FC{eU9>IKt9)cLOPh9y9d6i!>cn@?sdo7^K;LJ
zmp$O?ILiuy5h^gsh6zM(asQFNdb@i8i95~f1oWOu<d#vLhdZTU-Zhx(AdP76he$%0
zVz%V&H-iX?!MJzG#U-pEBO`X~e0<WwXN!Ip!H47Y?IQXubTiK+#%rUNyn7Z-xfkbw
zgF<@CYD~R<i=c44Q;=5WINw@^h2YwAX)Sxi_Mg|<z6ifZ12}OTd1xO&@6^f^F;0x9
z5JTrj4GM{(#6a_)1L*nm>BRUKVa=@b>goa46i!8fwq6N218F=<HYs&Z#wdwi=*Gt6
z5X((HM%755!%NvXF89>e{~L1xj(&q|MG~U&^;|OaGc8BIHD*pi23NCfxJ-yldm#&e
z!>IN+U_}ik;0W-ih`%|yRFLFb#5spxf`UC7X-6>&W0^)2>13AlyVun8;buX}hw+nM
zx#lA}b!bTw2E!_f!3IFQDWrM&jLGfNjqv1$(zMr+?llz^pVeFJZf^1XRZzBL+qR?N
z&DD`(A1*2`4o16^G5UY&2UergKN&QAHHI7D%!eA#-P9lfGb|Oi1Qv;<92<i~i9>bO
zJ~1LlTn0~vIWB6L1cA6H8g_|{A&_$&IfmIU(g<Krz}c%|<(fAIvhs70nGHtS`as`7
zkSiR`3K0>{9>T1eWb9}%nk}o*;7Ga>$w;I=){x92F6W#W=i95#ro3*N!aNL`l~wvn
zD}`h<$f<w6_u&55g!p(#KG$vrNGU{c&aB#t@~$bn-EWT9R@E(cUoQA0h+T*VXMsLF
zb`;9F;CC+Xj%E8f4RoaMLe8mP6r1XiTu;m^2&%IuEd~T+9&uD!Cb$S9ouT^A;{<Pt
z?E;aWtsi^(Xz1cxl%z30;kvS9EcsF*#uWgxK$Vs9%|=S@saEdWk9ciVja5}tC>Ycv
ztfBLZ^ls5Mr2=?=c_m_DVQ~|^#i-SaIh_wJaP1&mNI4${M)-gi7ttn}hvNa_03rX#
zv+YnK4i&=!L~KttS51g>)()-2Lwd^hCEUF$NhUQx%I8u4!6@tCgEyEN;W0Z}yS{O^
zsw&#W8Oc;0pc^ts2F;EB$cxaOy}Q#EhDk&n2%ZGoI)*_dp8|Lb7qttXf@rg}3~E0$
zjC%zH1du^5n0rzU5ytwn`Q|lD=)`}FK3c#Gh4+;OPCqp<U}sM>*p&MGJvck-@Fpr&
zRvU=F#;H)nf`o7Gd?eqbe7v9wVggyz!l#P@K1<-%t6<$v(Yx7igJwpXeb;2GqV!5X
zlhy+w4j~so$((4jus~>a3`D=>jq5Y$dq!SPIvptjVq(iMMguGaT8q^oo0PMDy&+}!
zH@rL>8=DUb+r&l(UZpOt`1Mu7&9nJ9P?!LUQfO_+Gx}{K1|14g0s!~hWs(@?0SUq$
zfFPoyAaV$(BPdLrS-q^;jA4JgzhEd){lq(V-5=#-NX;llVcmq>hKvPJ4_kc!4P!?+
zyE31Z8(?UVIv$=vWVd6(;*Ya%ya}^JIR+R%rg&2s11s#&#Rb_*;S-y+>s`aq_6$**
zf{`=OHtEC%1GERt7$fNG?t!PTLBzQL!2rVJLe!inL~M+4A<I~mM||q@@JD;#*;TNz
zr;z0lomAHA`WS5A`oC>rWKIvN_n3&maI@Q95&&L)*$T_-a~4EmrmDJtW$hLpw6h+E
zsmwRP@NEylKmrN{$^~{_-cTrF8fK7Co!#QlxAYQ5Eg?9Ou>yPd?JLkzJo6QK16;cT
z<{0=OKm+@%<@Xr5pgdQAtVCV#6lRVggq1hTWg6sO!Utx7Dae%ot}Y_nU>48*&J$yO
z^(3LNL&qgK!9?fWXX>LCVLvru_AGwuN*t7!T=}18p#CQD5cd-3ax6sKym6T;J9%*&
zVSBW#06e}gx;<GDQV|Pr`4l{%J=)yY?(kTRu^^b`a!D%dnBu3-tYo@t&*EtpJ-q#<
zvz^Qs3xr7~_jEpAAtT(PfBh-Y^NnR&U|2lO<r(c1@d&D+5WH~@#4Ka?IVJRu0f0gl
zzUln~#3?}SW#D57F~C3}#V|~mh;cn5n&#W%K-8_$#zn`9#T5J~4)RiebVh#f120l&
z-P+fW4kWaz`nTl_ym}+Hf9Zw0Ws;#4S1Vj<pz#D5$xlL<l>!fGO1~y+wgA&>LSZZ<
z7lcShzU@G&4%&L?Di#*PF_MPKR@WP-em*-S8k2L!%9<eJhO`9`H!2pcPn(5~VjTdm
z3}qE_3__PphBpP5E`vyC>C&Z-aL#O;<DiR%B!vhe<&Hk(+wLv^>mbvk@@Jz3{Z#0e
zUf{}eVKNvsb@<M{Dl)DOmtL^J^=BHi_a46;AwPlfNRH9lrQknpyB-WQ>I_>#2u7Ng
zDL#-UVzyc!#5Mh0w^db_4xDr1^6YqiUM~u!ql_Hz+7^2%O2QdWj+(`&eIDId_oC%i
zf5CUI?X}G=)Sf$H#Y)J#T!)H3--8>HG%jKTDt(H~Fckdhb>%}H_dHQ690i&nEvEg_
zwSZe>jLvkRslA)wBT4VZwWaBAWft797Riww{H<)?y9lFCBIDvnhjcf#SbSWY^>pKl
zCiQn;WkVA`Hl3XFi_1U7mU)+m&*0U`+!cmZ1+PfW83&Q5t&e<Kc<OO=^$3Kk8}t*$
z*xK5*H0OA>@pk&32<#QSzARp?5Q1{VzFjb`=Io=J9lyR_)}%bnjPX_!%7qITh-w>P
zEf~r2O%PW7?m;d<7vv>kigrj!G6Ri1MLl%in{22DF>Z<tlWa^rxrqzyG>EX2`C}b<
zoHvaAdc}+PuRhBtx&PPzWnmyBV3<619Evx>NC5l#)63n>@IB%P39M#V$XGWnXlY?l
zXQKKbCh5vW)|ABi16!YZ=kdL;G!~VZq4Pjq)C+9BXWzcCny-RmKZ>^4B-LDErOXXG
z`rgiHZ!*zH^qzB5!0ZytX1MXHMzL4cBpicl-jP8-D6tbKE@f0enshbWE0VK0fyoq+
zQw1XSb=Vxr@_W^JV7I|XoM+OXPfQ$B+wR*3XT>BRzPB%a3p=<3b<7GNqgqmuK0q!j
z1hqZRlKA+wOS68muvjt<jP%=q1sH)pP63B84{x3$?B9c&ToMNrI`Iu}?Hk<>gywGc
z3x=`IiwIGbmY`o3KLH^;X+=jR9URC-AT1(ECc%!(<Uol4c!Zxw>&V#{J~<F0^~=FA
z+Ea#s6rjnF2k=Cra4{d!8Q&a!b>8v?5!j=7@2*i{LvR0m&CuAae4agBd1oriv(B~2
zKYehfjRSe<(?7qv{+PinrmpWo8jN1vZkX|gx6|06&^7WW1U7Brf~=rl+QolsDQAJY
zq0v^OQw=j-SUqlJl%!i8*~eAsQ>n#D#l1MC1yfrabYRn%ANJfzU=+av{Vzh^m6$L1
zW4MbSz;_oeP1^R!{0vH8rB$Q+=`qqefPr>QZ+eIJ=Hys8qoeQhhFn0=6a+O_VBlu3
zGlcyZD}mJUc*9jO&<>cKv7`dc1{)(>fD)83_$)PNa&+`UL<B4JhJCVvevi;G7>dT>
z9?T-)I>qk%DqYt7(B_(mqqA#M>l+&%V?x|wsBp=g43(+`)5chtT8M)w;p!JjpeHAs
zj7A}e2-l!{Ij^>n6pkf%wEdP{T1bR}N6pZfM*tF+l#xZV``#DgQ<W|C<P)ccTTwqT
zFZd2E`3Odw^uql<Y*=+fe;FNK{rw87{X%;#J%Qi?aVCRfIH1^RkPC|KMQ6_rJFNI&
zjFh$0V|+jOn}uK{4i`PC*{hRb;`2s7aZ(<K5B!EJ<{e}oE!wy@>bBM9W0pX-y%?t#
zy`;t)KAH?_!*!3}w?VEue|uyldvH1%w#(%q8z1X$Bty`$9x7`_>7LkpQ_;A{jsb|9
zOuM6W14SaB(#Y5>8<e2#Ve^2^qqn}0#bHDKNIEtGnAey)$Kf50Rr@U?6FTdaG@?dG
zqa{w>BQm%Th^tfW`?D*;8P9B0v}W*oGHeAAm4EC$xT#y1<Up9s8<@86=Pqhbk1=c$
zvo}=S-Al4V&cq07SUN8>GP3MyL}`Q!he5HM5aKnW3bB7LDe=8r{MY&4s9+(T5YR`L
z6x7W|X?E2MpaQA^cc*sZ#2pb9Zv&uLHAFdr!TT(6UdiMRGG2p-tI3QvpuJtjm0l*D
zpE_K+IH4C&O=%7SN)1M*rv3DorJx@hCRQc`YmjewL2lFf)hXZqerFR#T#?C@a*&9)
z{RUsDhTH}LaU~?5Wa<cdd()pe{rrlAsJHE85*Zvut^i~}`r#V~OPvPSBeUJ$ofH=*
z0lJ?01|bep;V|*e%+Z*VjNyyaEnAK#oO(q=-_St<^~Qc7V_S~K0CqMufl8Rj$vpS>
zMmjoC18w<fWK0T>GduhS2Lj0|)oT^Cj6id%NV173E^sTD`r7A-Lm{qyX{}h)l`H+<
z!Cv}RR#uYl?Z2VGj!c&e38a774mr6)kPY!99EW11`v2MW>)+??iPKsLY*s%49%u<X
zB5GT1^he<8>JDJbwhNg2J3wIp9N_^Co^mRl*&psC@qbPE>ubLI<fP+(W#i_Q(wtSB
z-aiG_@45^fz!vw3>rV}nk45bM5f*x@`YW&{)(tcP7}UUS<(`Z0S1;06<XXoFj43z!
zWZ>+iiRC)Q@4#j2aloy!9iS#ygju(Zkp^(36tIqR1{UpS?j?fHywK;_sSa$41IPLf
z0o|EnB-`8Q3?0H(1y1k-0sJhAZZ`eBarq|?1A8%oH)CAePDiVNcKk9J{EkrpDXa#D
z4>QBls+a|?YS)2NW}t&Ifh{NohJy0)?WZ<>2ll!;)_4MY6~Gw_;NYCrb>{cFW~)~w
zDg`?K0O{Z44(u!d7q$vGIdBBN`aDZlY>$ek6R`FL_U7AwO*BQ|*dnlm-2S6yC$OjG
za!sk_0I;*6*fL?WUnc*)?I&1P9i3}mFSq~CCvIShmi?u;7pN*_zKUnl>ebr2%HQXG
z(J-3)c8%bkhNd(NXC;uEH<<%NEMT>Fz2DNSP2fJ{;>T;-K&BHoNBGl!egna;dsbbQ
R2Of#c;OXk;vd$@?2>|Qb4mAJ(

diff --git a/examples/summary/images/traces_neuron_activity_Syns_C0.png b/examples/summary/images/traces_neuron_activity_Syns_C0.png
index fefa23e91552cfc3bf5b8e64167d14d554a5b7cb..bde36d1bee68f9c55de2a7ad0b27f157a84b415d 100644
GIT binary patch
literal 130
zcmWN`K@!3s3;@78uiyg~k~T>C8weoGsB{E-@b&hzhduLWwEot0&SUJxJlecH%UCY!
zH!jj&W*k|}397fGM-51B53&l|a!;NGP+YMNL$THcCI>Fy%04C%0wyL5saV=9=goVL
N0H8+uWsO&&`UBZFCb0kj

literal 29592
zcmb@uc{r8p`#!vojLEQw455XUsjw4K!jd6j6_O-Vl*m+OC4{wzEMu9MiipfZhRkD;
zDDzCF%o)ni?|SV0{e9o#c>j8j<NX|;y*py9=edXLKCkmSuk+pnJstH!^hfDYDAXZM
z4crwJiV}}PQ8dvWgr6j59pZ&Q<R7RRJ-F&%{lLxK`8MjZ`2$BghX;0dE%;q;JG<O<
zxGy6qCwWSo|IUL4jxJ|Up0xkJACPo#wmEq^uP6&1Lg%P)-35g@Y>xaxk)f1+7lm@6
z*2F36yC*CRxp|{+@6jxGe6rJYzzEO<4Bx<t(ikyE*f#j_iSQ?}>vk46?V-=<;uUrC
z%vI|T_A-l!UKUUB6%^$4`;}x`{CREL(oLj%w(sYnl}PgDd=cr>r}jrSY{|PnwiVYD
zNz5v~!SKJMxbF%mK|w*XMm>fIf5)P<$;i(stN%a#Rj_fgB~n0>6{D&0-n8-;lL+?D
z#zNN3F6tvD%!O-b6Lkh%I?gq>w+D*1l}?f_`MKVw{}d->>A1VzGtYZ5^4Hf(CsQxS
z%jWjkc?PL;^J|l_<X3OrjAxe&*G_~hnchxro2sqwSUdG#M(@?DSJk#f<eTNLr5pYC
z@*eH}Ir#B=vHgH!$GOcEhmoq_@Nji&YvIN)UhXetwyV9C;bZU^6<b@|FYR=w_aFDp
zCV8)FnmqbF6{qz0{9@@u*wOHHVW)5B+Liw9q%?jr*<G$Xy!B`Pz0*?V<{$f!a<`K?
zl^ezne)h89@%ZNE=ITD1<Y!zm)-&k4yFZ63xz7x{A3ytG#y2Aai@{*bnx6~Ao%51y
zZEf8N+g)io=Jex*ji9jbK`t(?(uLvyJrk3kZl7Sa%u5DVR@+Vntw{$Ty*%FUfj%Lu
zn-pr0WoW)MTxqZo9UW~xSn6c-;lYXa^V@bN?qg3iG&O66E4@~Ry_U?I!gza29F7^6
z+`qZhQ$C+le#&jp#Kg7lw%kOhjGmsJZ|to{Twa@t4PRehlJeeKPPuub+;!ng*0qz~
z8+|s)@*@V<Za!W5_?M4{i6>*Nw`Al|d28|de2?YE&%U_R_c#`-wii?CyAy6Yw+Lay
z#Okiy@_B7PP;~Ezj?(S}oVvPYYt)H5JvqEg$Ige|di0wb{t;?zYkL@4YMuOePd=w~
zoZcwgP&+}6rP6cVZ|Hv0=E&pl!%92Mks`W{V(%*`QN5*3#}6Jl8n8H2J`u=$zxoLk
z&GN|Ky(7~}UXoQitCv2m!8|LC3h%HuySNBwlK5gTc02lERkUCJqgiM_P~7ixHC=}t
zRo|tnbn|v{*DPB1{O?!2A0I#VH+9(kvrf*)Xm%JNu!-P|jbCy~TWKVA(D48G9DnV7
zkL^HlHm8ECo&R{&=d$S}G0%;kT+3_k%NNfIXkPIjk*R!}DXMkp(mGRJM`xP)(-te%
z_mvwjM>cNUFH?)t7S3~98n#XDLND|csMj|%5bh6sAgBg08T5U0nbukPB-3$cB%JS@
zv6Zzo(a(?4ejw|8l_)Csebt}VrLy^+_eW6mt5a>NZWK7>MhsE#;$_Y5z1?l(Ez`-5
zA62#&xGkAFt$jWdB6;&eFvL^@i6kibamP6#KK{o0>2U5dI&cEIJxs8qjPY>`r|CpD
z;`i(u3?U7IA0EsKBC(yCnaQjYJUD1Vk<w~8)f&A{RHYSw%~88@g~WOG!JWh=&s$3^
zBFX5JA9wO+zNGr+8i|h=cImLe0dR?)D7il*Dp~$hIwB!K{GDMI=P5H^qkJpEh?I==
zC+2UvK4%<;6)CEhrYC(yVkB>h9%SU?hmXZ*K-k_uj+LOi{B?+s5ZF*+$NB9~O9^7v
za?q%HvRX*}<Gr<GotXw==0(O0x#o5C?THGzVMBSAL7ZpqC*0}Ff1PWbO@=dIv9q-z
zsHF7q`{vAg&#fb<Ow6U@>S5@G{-Uh)G8I}Wr*T{-S&aeCP}Wa{zdLJcv643nmneeY
zUQH)9gd7P;I_E_XE8_WUMqoddrr9|-hyxBEZ$ji48i{j6#KZ^(9zG^1YuBrHPyEc#
zgGdzrqph)^vlEh7EVFQ==Ah5!(4zr++4$g)5VoG1Za1T+VcCNR?w4n`yRe;Rf0G+q
z73}x3?c~RRuG#w2JtkM*PxNHp2s-w7hvnMMhwN}LpH+HoTC^v~!;)i*?fU%U;^K^x
zA5S(%q=cJi9u_zt`C&%zok<xhJe?QNG6W)o-fhI^3=^MXaC-8iqj&G#b)U~JS)NG?
zCzqCT%Gk6YKs|s(9)7>paO4)hlF~6YVeO1fmtmjHn`n0Su|{r(0E{MbcpIN_2c7fU
zsJ4@(LhWr$9A@N_K9Fr(R10$o>g_eE*c|pkP<VMP=-4<QuYE7~c%IL;tBKG0x6+kH
zZYMzHw0k`{a-P4i2M_awe*Jo7&~?E6PA8fAM@Mpah~x*_W8TZk(LJ6!D@_7z(u*JF
zCDCZK+4pzX<4&1VKKe5&g7SqU-yCt=yr6G6{P7MIfS;WEGXMGQpE8rv)5oQx@*1}u
z?X0L5-syxBQoKGeTx@?s{6;aOnBlu>2n<{AJy=u!Gb7$?w|v&4M?TZ2hw;=9*~KzL
zlmF~(FRgT{9~+CgabMZnTQSLJ<2r(T`*>J*hXPeP`zC(5hUVDl_Ztpsa1<R^CpEqQ
z?r!#ecqsN~bLp0)c=Dq^ClJW4@u%r=5A6XQWJ>QMbm=I3b|`PKP#&rBS($(T(a=NZ
z@80f8-C?C}kNad{)g|$;j4Inq+>lcfFQxAm1m^t1q`41XFz@52U>Iw`_vswdN@EQY
zhR=QU$=O>p$~ib6SR?pw$K$<;l3l?2BP0v~a@XB~cKPW9-|{u&q`_%WGc`4Zb18<G
zFfL?H*Gc?ZeDZoe4#f;3eOtUxvDVH8(Zn$|HPtU`V9+pH<F7W|o>*jmC>uw?d?{9P
zUBR`#@GiV(v3#k}UQJDn?6bXr<jC47XF35<QT$N3+Y#CL%L=Z5@9?qR&5@_fDm#$n
zD1F^wY399kMHSXQ$u#&<P-WVURCp8whlO#VaIg{$3ne3x=l8ZO@mH>lyCt+uv1Z>W
z;h1O&-yGQc_;*(qW(&_uv!~)0=Li{Ds&)9dD~t*T6xSJuiHpO&(Mjx2na9GZLe)dq
zn!KMFdHmOh;=()A$`7qoVmYNMR#sN}eUIu6oe7?qnK{^?_DW<pQJv*|ZZ0#5`Pi{r
z?<dmI(u&^mGSTQHDH3!N&kCG4LH7|7#Ip_s*Ponwe|kP5lP!fe?rcQI#EjPy*d855
zVI?Iu24Z4kd%m=Fd9O4a(L+<047tXSYybo$Gpp!xWpD@A)~a~#{hsEOv1TNZNOQXt
zD-%t}0ll{O-W9Y{qJH)j(4ZXWx=*|_%A>qy>LElV5(_scAa`@hJ7ZiI2MPW(hYzA%
zwl@}}oF_Ft+TZeCp>CI(U`+7%@uI)Dv{Y`;vF=bW5C}N_<8C`eJ*EKDS1fmiwYngm
zKK=Uj>%j&$2+oh2jafDwNk~TA+bH>n5CDWiNR~~q7TWc(0x)E{CWyBohwJ?BNj5m_
zcLzp1rg<6p6gd|LN;VaimdENk^DNaDw$J<g;TI54F6TgLXld2zD(wb9YWlW)_UNC#
zFE%C5WqmWgeM?_oKe~Ji#V;?<b^G@1Lyy7<zbxV~w(E1>N|$RHBBG<IHA&0BT!MbB
zn@ApkP^Kt!7~$*e?40S%JI?1Z$wE8)lhc)sjt(`tNpUqkKVMpLYt$cMci(K)Y;8qh
zUeA-0!~OjHY?H5Ex#GtlS&D*?gd{>YK0dy)(ed&$1ArTB(pHnw-dIWYt&fi=ZbA0j
zBfNX}PV|_?aLxxvMKYr<UOs@y*pnw6^se!t3h#C`E_pe89ld<iZK0o9-~e*SM3*8<
z6y|#KEGZgH<O!(3CAFTMn^|`6XDc(s_BIv<CfXI2>hHa;4D9aK59N_(Jz24=^6cZu
z=x^PU4`#noJ5;W7=p@KJ0q!}L*Tm=FVpV(S%%Jb>wwSw3mw~*%`WRKXOQGD3{0Kb6
zow-n(<1H~fzjArh=JU&^pX1LQS5V-#NpL#I=Q$(r5tDWH(C*()+f7;zU6i6@W4Cvu
zCZ>Fn-QD=q=<7lWq9;x$>*z4O(SG6QG|~8UXFbV%obJ;L8Je}}4)u<tb3kQ1O}rM0
zG_<wfT{)5RW$t@6H)@kJw904uyT^{w-pb)m@n;Tqy}4YMqU`@XE{;}{<oM0tnzF$+
z(WZd~*HG>=O!2bzwGdeb3%F!95uIOIo~Y{I)5+oGOI6&*FNS_8HrTA`i~=xGfOps}
z*C!Ln`sG90sWU#emOjkqh#DM!59f;_<2P0Jl(RwkInJfKH&>{tuj-zA+7c;Z*+LT9
z=fwl|CFVaqy)Y_wwa>n40}xJbr+-Dp&J2~G@!VW|rtE)k4CsD?!cs-r<uqVWhZ#9f
zp#T<Sg>@2wfoXDcgiynAx_zO?c`EwaIGnZG@rIBUz|#p}CG~8&iciAN|DjD&56{{7
z4Pn;Y+FA?D?Or9v`%j;=QPpF0L6G&mw@&5f=V#h=w6&>fYimdT{TtBSc1p8*rZer{
zPVzCwzo#DnuvymlQ8#yVs6$n<3{N%#x<gSp9Imt%9CEUX)3PaydNgU;20pX}3q^JI
z81?;MGo64HFkIKlgRzexkHr0Rmo>?A?u7jf4-fg(wY4mstV~g4DpPH-6P268bpYg7
z7vvQnpD^*B)$bdIfv0>Hnc@vL(bu26_N>3yKEC*)6vC9F#jaVbPPTk=t@$T#vr;Pl
z^TVoR!=ieR9#!3nwNMqchg8@AL7Qdg@Y8GR@`Jslzk7$3_O^}(GIIIFntIax{oV1{
z)>{V{8j`!eZ=bH9$`cbg276tf=r&BK3pzY8<Tla($02J$_#LuZgU)RdrBg9C9Dnvo
z{aPA11`B&9dtnCZGGEvN>U-bc)j%}ao_h=nWG4M07h>?ERmc4j%ZbKk--Lb3%E}IX
zp!3sk2%K%tYJ)n8c>3OVv$5Kzy@hw#5RxBy^fbMK+alwPH(+5S5ZgS<CMHxhEMFjG
z)vE6YgH@0-(sS$axvITC_Y^k=T?{s|GKuL)o?7wlSMX7yLt;?4nG{8bJ>Ho(hR}Ue
zfa_d+xqCo2IZI6>6@lJ88h|`_SA*0&GgA4K;fRXCw}Wm|-_$)l&jvE_5~0*7>u;?G
z@Gg2^IpJaW-Za}@?8J$ho!@KoyPlSfp*0;!e?wv5TZt3V*G!d>LJ0QgV8bmVBii(?
z*^+Ev^v`dXwZGOv3X+P73eln4BR-qFJWT4*6Cbz68BiHtc|F#@T~j4t1|MxN^cL70
zMu7VC%+U%H$!pQ~n}7X!V0HWUHxCJz-(d?&%azTKe|goz`LgpLZ!QiYV2;|9%ZI?7
zfNZ)kPw5TB4l2P=$baP4wa34wVm*g`t9R>jzF{?phiqm(T;TzHCfQJ>3TnID2eVg@
zvmbtL!^pqG1BR9g*>UK@Lw_>XvCPE%SEst_Dh2ML*WBCmT(8ah2wU3%+UQtAeFQ;y
zNKkd#OCQ4_yv8!Kawtdl?)^b(Vham|AwNO3v@id5|H6oAhvFI|tiKxL(SK;Aq@)b2
zH>#jEXW{1NF1}X*$-!x{Y<e8{R}<8s5s{JpP);Ac6eC^(*t~O)jb<F8P}$JXu=-oy
z2jt^&Kq)%Q-5g9F@2<niqYC3YhXl|l6nk5+5GWL&(ggr5$DxNkV?bR3$yj$FpTN!o
zVG+K~7s1cYiyP&lV7nUaONIiYqR^j`m5xDJZb6kU&~|8h+o^%bUb_DMhEoIkwG^O2
zj%O1Q+MI%=2WpjXoD3wv2&y)OT%H+p^e^5eh$K}5n4h{oDEDi&i^f-h;11;$lv#dv
zyWadx6p@fPly>o1EwW&*USYE7hxH(N-5L6D8mYo2CnxzOC7Ie{B<emqoZrbT_%;hk
z5uxCr$CUVhWo^di?KB;GT#tMmK=WRc(w~_$PDS@q!1s9U8&@Il>0#E@8ThoF_Db`*
zg9&FJ(jU3y?R23>?G?k&A_JoU%3@`_p?@>kXX6EmAA)I@4+;_!kEv)C+D(jahBZlL
zqzP~*E71jTi~Ml@y9NAd0f}M!^O+I!i4!NrpPd<|-JFu;F8XXF8Q^8T+GFZ<IpN{=
z>w;2J__)v3oj|so7K(cQTz>pKHdX|YHzHoX6ouqm51hRL#1z~>v3<iU&Bz_o_r)VY
zAB3lIw88`8qN1#BgHAz!$E?-`*B>kn_BrHVejljglxsgAOL1Y)V>)sDQ5f@Hq`l$6
z3!v}RISfE`-vES6?c&A2Q}LgX(rz6105jANPez=$W$l=$XqeC(A!-mn7k8E(|IK=s
z|9Q?`WI$U>ixuRS@lcue45$3htyhn@zi-=K8z`^|kCVPl1SXOut2~cX?=ccL4Bv0g
zl0zg}p%zXWDL(dSOIbVdtii9jZ<n@x?7QAPi&ON-@2&K5E1LEIP3Hj03CN~?`LU!H
zS+TX<q2fNfafmYxd3kxk^XE<L8ykrU2|O#~At%4j8wWV*DtbalhPW>D(?LZ!J~7eo
zTtKxR<gDp4Pk}>wZw|RxERWU*ii&Ezdi|P!RG_uBwW8BVm8Ax;ow*~)cKUXpiGnT(
zBW_w@bffGMl&%PugVHQq)L(L9eEfMt1V#Cf>GaSEp#NVMKeV>DHzLIvJj{0c?^^QT
zQ8+E%8*l14UQSZvLTV%^-6<nmx>If}$7k;Bc*`Z~An5M%=NDanzejf=GOGQ$(|#Zj
zYHS+sB%w<&qohlcHFMvxitciTR$CXOA`;qC)wbjILdiTY6Tb3v$YKS^X*E;MV~{~k
z%PPXYl(%J_2Q4J)0UefjWnt(hT5)@GN!{4^D2OK4m&yZP=BKI#*$x>EOY%x56||pa
zKw|sd^@5!rzP1@aMc8@IKFDwux$`Rij04{%Ynl5WW`!$N1#Fq?F!+XshTfuku^T@3
z?@P+w9}I@Wjc_ukYO5h+R=Th1rUEmRd$c1LbMjUgFxvzF6pz+2oUBg^KTnjk?@s~F
zj8tJOP=*}7`bL}X$L)x4uf;NTZtWW$NpCdPq1?LXf4|Z|NBT{pcHms4z>l>Kr6!>D
zht7n5y?kb<{s2*sWd32zFx&VkY-maAhGwMj7#tqoy0L0Rs;Kz=BOa++uUx&l68mw7
z8U(CUKyijfd&ERVYpD(^`hwUn0gHuDlyBE=J)=41{l(#jr69SHgrReCa^h5aq-g3n
zD-@?4_<K7ROXd<LfZQrbpKdLqi)LYA!Jm@)_Xij1-QGc31hOu0{`|0`zXTyTI8=-F
z37ISiiRH9A<=`8^@yHD1_X-L(mQL-9wXhZMAF?dH5g(7lE~&gjc1A_Tuf3BQ9_)kW
z;1E<$7;sQt*I--Gj4EL`DIoAf6JClBAWWvpMfA~W;&8ZEGQxQH14m)Tss?|cQU5>u
zHF%3Um=OHyReu7rEIW$-#cd5kY7$QwLnbSJ7n!atO5i|iNuo;2pS0X*jtdeG{~Y6|
za4w{S|6hTBN70egp4b`it9k65Zt)eT$e%Q=F^xfSElyq{`L@c(P41@u@HtOo@bMNY
z^IS#E^oqBD=INz1uN=Xeeo2;m1B!^wQ}C8dk)rM=S3`=^yuFhCGI9B4xM#d>&ulS}
z;Yf@O<hbV6rNBr|v4mOcAI=<lI<dCrYx$VPjKp$Aj!mkv%S<ag(C*=x*R^j|BwSP^
z9=h*6RO!8`XD=D-9GgDhK|Q8V!OonC(x(s@{HwywZ2S5MNA2{y@rJ=}@m%1`jcez%
zx2yi_J{sv+K1%63;V3nV&Yj}$Z4QpZv9NqotvOQW`17P6kEP1o!%FkJ?AN9^TQI7G
zk_&{A8D{gY3DLr_WlJShiDK0ZKg)(@M<^j!@Vq~1Lh!3y=BNv;--a?Tr(}rAe~;A8
zT+GoEOfyI35kz*_q@oO7j3j2Xw|EAzNnzCdtehTyqK&^aeJ9v295x>>VL~k%Wq+Om
z6@2Vvw#z>e>Z_qguC~3vMXc<vncD1<2#P(o@UpK^$dLP?sl<NYXsom#5)?(thN)z)
z^f?|)E0UsSl&uY`T4Now2{I1azNOkwVxT~ER>t9|$z;|BkAi0R{fSl=moPK?o{%{D
z29q^BhQqY{<T6^!Q0znFC-+yLYQS_86Y+h6a8{kQMmq`9dfkHqPi}77f9!^d+qI<E
zH~rcpaFPT~G#6(iR*-B<8|%C4D21x-57g98iNi%iAQ6=rxMsyQiheFG9TkPGtRona
zS_--uBC*o^HzP9uxs^$;M8g40=eRgnSa{U6P^cd<c_wSwEEUli6C%2EJaqWw*_SvF
zHkg7AAN$TX;=OhVHA)oA`644OC@9C|MauYOlz5zAryerc(v`DhIF3_Jf^$Y4o1>`@
zU??puUD#xk>=PKqt1zD6(%y-DEm=!H6vkdWs9J_XW!cuQJ{+0jIfQpS{Xz=wTF#3U
zL{JM-YFf-D1pk^+yv~F=^;(Kx8%n<7wyqhY-Rou+yZ;K!B~%5XzkqON3B^MZpG`rZ
zSwUan5(5K+Di0US=`$*{a=IR*3=SUsVa{S{H|}f=dM)DW`k_E<^Gj_Z+r_~$&U2ps
zK(%Ch?miT5Q2cfC_4Sz;BnJCkl5j3v5{^VYm5Dw>v=yTs&A~;-E{B^+#|TH@cA+LR
zDz@X=+uQuu<M9*N5?)U)<=h5jnm}4YhP+dfDAlM=3g)%uKamk_i;MDl7&e~Q4QFXo
z(I%J43JySGHFR~G03YWSzuOko+D_dH#G%g`U*nq&vi+xEh#K`=h^zK~kNi>c=+|9c
zaRUP>(3U~qrxU&!**qJZ@xtY<rhXx^h^iuC%1$4S@Wt>`=>)a2uu#V?UT@34-InVx
za$fs|wAzwha4-thuBdxN-+A3&iH+K0Ydq+^<4(PKsfkW~lZe0x0cr`-m55<M_Ux+#
z&v{}|YWP~N;zbilw{MyT2BiVS<dSzm%)?qylr6JgWfaLNUFQf#r7R8vFnb0m<6b$j
zmz5_*9S9lOSlHeeojS62SYngC`qhVY3p^^ylP}0S%s_}DNRS_MLH}jZYv+(_Bbql~
z8NY08-QH<GVf!eNIIa23E^F81$~nOf;_Lwwa0q9JT+7aL2q4;atLO@erjl9L*E>cm
z78rC>49XZUsJvBEyIaU8Kp~v&+jqjuiPAd#03EB9K+W7_f?KBJ`xhdYq^*SUR;Q4r
zo#=`odD7iY$hN1(<ekSDU43*LHW=UeV|*pfb!;SaA;(3INABfg)*v0eM#9cjy_=HR
z{W<jPDzq6Y7jpi2>-aE|v5jOhEk(j8lZKjFl3Jf*+Ki($Hr{QEXy$Lc9A4APXI#qn
zCE3J_x1GP`HSSB!K4!FHvgta~^IWKGT&`IUP4`_@a<s1QIfj}T62csrhak$TK!RvD
ztB5agvEoSbha=gox6v1~N>^*rJF|RxjwU<E#&@2Tpvvx&u4Q$&YEv*ZA;+W|$k^AA
z%55e7VI)x<*Bw<#JXbO%#yZK##v!>)o6QuXav^0Rn(ZDS;L#+HVk^x+1RWRw9R!c%
zsC1;Px-(!jYySv2P@tHKhz<2p*JinlaiqdU95sCqE}~|CSgC(7c(KR7DPA=3Ff(&{
ze3Lk<&XF2Ll)56#@ZW-Z-|=r{6W<!|`i=6nl+fn%Xw>6PBbtz|NX?jxl{!mvBA|HQ
zq+#)T(Q8g>Cod)xigi0F)kY)YbGm}Aq5KpT7a$Of$@Z-Rq5qNi5vM6>9wL#usX*+c
z-Y|8-?dIp#34;Cza!;yCIEmoPf{Ib7uyi$n(^A(vo(sn7x+O8vO}WOmQ?O7U{_ja%
zVc4d($5Flkl9lU>BI5?yUuToz3Nl_9bvOq55dq*M4m-Fdy?(_*Nf{gV!FW1YFy75f
z9;NXduWy=Z`46t90id-xsD$;lOZ1q&U%+|Z@>w2yz?vr6O7r3g08HlnSyfn)?QFU1
zxbB`+XZu|-|A%6+W~$+~Hn~|2fprhsAo?-K5f$reZC^gzyX8YAO*yitsHw~)hPQ&&
zZE&z+#YC!pYHd!;1li@}H+gciNDJ#|OB%f5MWxAzZ?Io5GSZ+n8NSw>7y%`wncmE2
z?JQgYCV9UY;2D_xXB4jJ<w!@pak`&jwlbV5qDgO;AVOpe*#BmULI-@Y(&c1gniO-#
zsPlCa{=Qh3JSTZ{e>t6YW}Kh{VGtH!b1TE;pT<-P6-F*sLvr(l{o&j7ec(dri4J^u
z@1l!5z@EhdPLcTjTeZ$bXRtC{Yds{~Vq;e34}nFCEdAkoZ+TJttd<YM>dm5vT2Xbg
z-T(8p11TBr4y-USpi*wjrpwX_I|ym{9f)nqae>uF@*{0^`iKu*7MdD0)BiT4y^}L^
zI`SgPsx(2;$5McPKeeJBjcieU%4bKJg%!>4Jgd=Qw<PPws!p2)`vt*#Sx`++l+0s>
zS|ZW6zseuAjPPD;zk2f>F2V^ynQZ;Ou!8Y~NL!Is6wm7!o`@Q3l_gm&Hz5=T&vM%9
z*gGT2tgC^Vm&is0df|^+QLS2NE*hAV?Z%^9AL&trT2b{{`i{Rpu?ZOw1gVhq`<%4i
zvHLu=8dD~w_YOz>Vp2hv$o7Kt@7or-mOiRD=N-8Iw)D7eel9D!HmM^Ho0<=7pay39
zvM4(F6AcRex`6_P$s#`+OXXj2oz|2-u+)D1--myn8+oMCSVf7tP@<ehvD{vvml2m|
za!}uO`oH<iN0x=Fvap5~KX<CRdmQB$mhpVKOhI>fQBj(CC^7?drg4YI+uX*5cb?45
z-1)UQ#0_259tCkh=~B0ts-RD4Oc|tV`N!Kd0iSorByU_N(93p|I>R6#0OTHACa<op
zp0a9YhC0|AbeG=z+YE@hhY=B(2X=6piaW-K79}?*%4A8CeAwJg1ka<-N2%2ihs|YG
zJ4n7a^au2V3$CuRph%|M-y5l_3<FB-GU{CR-1{A^Z>Xey2MsDio2=60pdIxE36jnt
z)^*S|N1?-7$9~P^31~&X=6eo<s&AX!k=JL36&L^I#msWLes1KuV54xI5S_{S9ch$r
zZh83&tB}Ps9>ylOMrRnj#shl^XtnsuyZlITnQq^j%X;q!%Ed(S!2LSVy6$<mgPI%>
z7ngA^zo4LwQ;LPF=4AZigD7-8)my^i7}d{q27$L0Nys{Az&hv~s3GkwFi0R}R_RzE
zH)6+_cpYn+xgy_{uB)!B{A2@ZsB<0{7CbKZ$o(WLMN!sxpb;bb0Fx|*CyiD+OEUq%
z0+|s+(>jM6P#NWc1LJ72Wsz~j^XH?R{DQW$+bt6))QPv_!ZAcCJPhG%JDb|U*Z1y8
z!5-L+R1G-{0BQOHibNv#P<~YFn=qn+b=$rcdo<zlSlPWHm@zf5^~j497E7t1FWF!j
zel8G-*D*xv1TTT#f6R_6p+QDO-`4m|@#ld=5g7vg`KA1m&jp;c(Okhfn%%SM$zf2g
zA&T(Kx2z*bBSR7NDX7H#lFV5mYOXIV9$pRoW!NtpMxYny5P5b0$t%Rgd2SOB(n?4D
z7=AJN2fw5Xs(XSBDwqB$nUz?aXh~KH8uGBxx049YxZdaDu4FZ~r?)hiY2kbec}nu4
zBAn5G1HW|<A%gLmYASXK`(JD-VHGM+2;axF(_%s4d<RfbH+D)GT&JIgnMn1$spkQ_
z%cf>IE%sE+1BFU&`S|;)J**&C7~~BL<e+NZy~~2CzPsVD7f^SVkS`6P-eRMTE?;Zb
z0HnhgTrr(Xx^wlk0p?QeTT02zpmICw0?r4IqOpkx^b~X8y5GsQUZOx{_Pw)T3k#y`
zO*}$R>c~GS{a+@4U$?al-ii~u7?Z`+;d!5UprzhgYNk*NO%oHDms`Y7wpJ?|K%w#*
zGVR%tZku6bvh)N5y#7WAxa^wm=aTLUxt}PMkf`y1zLYvTzFu!RUW5oG1#>Ycyj;W8
zjrDdIv9tJYLG)UC#h1}ItTYxfQ1`oL9k*{ML_b&*JAbQb2vXG?|G&S9Q`FRd5V}M<
znFOPV4hrm0#FK1>R0NNkg(%}b6UQIKg04AHWM4b0NtRRB*VuZWnC@~4r(Dkgo5$WD
zW9eGB6o++i<BQDrvYeR5!^*=Hgrr!S8;pXshG<<O%y%2@C`UlHE9WiAsFcCGJu*kh
zDdzt^{Y8SJaDNGFgA_h>Qo&Ll6%`vh&&7oQlG^}l(Qt!648Q!P7~<9<sl)&&lj`1B
zo`O7py!%jW8+F4}4zYfFI5GW@_%xa(mH&4rffB_Ht4)i{+Ab<8RylB+>YP*#nU&g*
ztdg}FhgE38MM&*GJ}u>y-u79c^Z0G!ES!_J{vCZjw%e9M#Ly=a2U$*Yd#Ej9v@Y<U
zKWjM94#N{N$i(F-gopa=|5EL>8VVIFo`PkcNS4#p4~Ad%@&0T-Zn?i|7x9EMgw>ID
zE&V&c+l`n|vI>xf8SSKkGy1Ti5(iPGqC){q7}0uBAv}|ajkw5v-@5K`!q-+5-(T&l
z<HStQewC;6Z;?x*^Z!gHIvQo>X4-4O$JTIyshPjmf*D_czwdVP%=i_|#|41MPd5k_
zZhTyf$jZywB`qo%Y&iUh!#y>eDq2gBgq-~E5FFh_@wQW1QC%_(6e0tRhdKu4vT^df
zKu0+DpJ~4NDJolZkE$7<Ucy0$-tk%*508<~!J7S5Pq%qvm#Y7dj|wbt>W{0xBQbP3
zv6q^V+`7LqnO(DcwQkx`mr%94Lgi~Jb#N+G14F3VTK*kzs^`If7?Lrq3hHQ-hIKm|
zJ8RXD2Z>Px*)+hUAU;o866W_gP=nvtXyB~OY6qT8mfTMgA&^jUuQGMXjgdP|xH1zR
zUVj04zQ|#UUqAcUKtArOI`iVeVL~vY*7_s&OXs7pOYYc6MokM=c6yR{S)~40m8$M-
z$T+E9jTX``Kp;$YgA>C@+YwYUd5y5D?NF^el`3?}_tFJF#`H)4D*wgoMv(fTeft#J
zP-e9ObkIP!mEAO8Cks;0pL4;%b874QiBZIl$9%-_=(GI+@uUOMZqpIUGyS%VJaWtq
z6)Ok9&_jgu!hhz>5u3z^9MJH#{eNW@wS3zqoV<LcveBIo<~BV8NGF^R>`z||=X(b2
z3`)=-Yd}SYmixX(1q4^qXB{uj`<$hxr!Q;*s}qu$)c*OFh->-AC~gBs#aKwoT8PM~
zx+#UPf<FA0*O!j`1fx%*<vT;McZT;k(*y<UmLE*Fe0wncq>DQs3Ui5hSs$S|jAYH-
zSp#UJfbM==M&>FMfz7^{BTcy3MmWNHK(8&o6n!g&4$3m<rxwsw-$D#|v#(=S@My&C
z;u)xhyEyfG*-+cso~?YXR+Za`i7WF`_QV}>bILupVX!bcLfZ#v`D<LdRQJLriBNQ}
zM^HlIaz}1(a|&k6bfn=VVZ3^ESx>YPN5>>C;{W9|!MM~hHR+@-?sMp?50Ti9Qg|Ie
zbpJ^gx1{|cnPmY^1y256mVJ@+7Iz{cTk(}*vMdQhRROuc4<T*bP=>Zxz3pw*(l^=)
zBe41bU>+<!3INe;%sO?I;9OQBMWB}g3_}>V-Dx<c&(Be{ef|N=v_#>sFuX3xkU)|X
zCNl1mKyK1>!GOivxZDy8ZFGE{9?9EUoCcBvf3GbZ$+3lYne8w*iKgybgNZb-o&Ww^
zpnUE1oERR?Y3qB|DNSpFAn%Psa8N5W^`nHe1{$UC=45?+G6sm7@;(t&-SBo*zwQ%>
zMW*{$2+9#Is{L<F+8&IlYj`qcJ|?3ZRS(IWc7HPN<!j{Z&i>+mdBF+$BrF{>a;W!H
zmp~R|W6qBl;*iJKsDfn~7*rYkvH|B9Bx4zfj*p+in-<$$JZNGH<QY!@9bpBWRL=bd
zFr3<Ln&ZRE#(p)=pMg2(DF(q?Bm>kU{PZbl^~%D$douE1^YJs5@&*5`t$0*a%-vh+
zY6giSL`}fKFapT~!07-o0}gL7yi`@By(e%Ig_DJ_UHQl~m=Mqwk5U+n#u~8dq16W3
z7b{M6isD&;?AGmXvtQlVfl(duPOid9ac>)O8+ah~{sVt9DWEQ7ci(Gjk*&k6B#LNF
z8wL9z#m#93*K{frzqhl{7_09lRbpFJK$L6)1x)VA{^V-L-r|0X;MpV3=PR77_in_s
zz>@vDVWSU#GyT5*>oOVgxK>p(WKt_MR5cmb9pw~<JkDn)ZMG|Fd=V8w3rfTDR`xfo
zW^5IMKR;06-<sO|93zYum@0SW`=5j)E~iM<_RY2tmnU}emv>KlWZB*+t^-K%z+sXk
zg?~iVCf{kjwbjnn07b=t8%*%?gs{x3JdWhg%Mm+22o_V}p#mu}(1PXK0_okKmw^S}
zELWtZ-$3K8hGgL9U5o9JDYSHwv6rTOgO8qs&w|SU@tJ^cL$P9eu^cSHHDMva*o=hs
zxyAO0@wzd=-w>rJCfzHS&@Gf&WTbNdJ+M@029)k@3`9gkJc)Ox;+p@S&EV>d!zrhF
ziXO{!5F%QVYny-@p`r$UH=R+d^1TrTy^b;P@-{#R198vt$T^}wdr(e3?{ms)!wwv6
z2V`^v$rs<=H<NF|Jq=&7ibv@!f=(XszEdKInUX1p3S>MLTBsZ*Kqym(nt(&X7#+$<
z2tJzqeV^-AY7Ke3o|^K!sES5Yh~S~$RgLt}k-j{5$Yy%pA1l5;L<A*}1A6HDZ4EFO
zO2p-{vQTTUht<4&qj2~g?y2ePMMZ8n=_raK9&mv*-r8F|GWp|&1?YM}&z1Nd?>Ie}
z>(*5G0R=%LbiuhF3_}N!hlDW)PuP<HP==2iJPaqSCW|14X}l$ozh;*T=5f)Ceo_<h
zH6fN1=z)B5*9P~Fe$ign*Bnqnp~WQq=hrNoh6aegtHW1LS|taxv~ac6y#ZDdf3pK5
zWx*7sj}?~5qGI3>h9=C?!Q}VgR74s$V0txP@PL)Ll>H;db8K}mF&!9{?G>0xIbag3
zzj0X5u}7TH12QO%1=kk%8SXFt2Dcay90V3y%VSRhRB`$u23a^biGWSL`bUlKBj@MB
zg&_}>VB2eoe*x2<lSp4vTqI0NnGr`=<#b$rpWUNKFAfe4*_rj=3=h^?1>sCvR%$?`
zBtwGp-+P<dkF?M&N272;A|lYu*B}Le&2~%Z3V;d>1#u3}`Bd$0Z%%9sI5dH!&p#t0
z!}FXCsHPMK<?z6+7_JpAwuZ%u<&~QXhfzNh>>?Rclr_6$Iuxk{4j>DO%!)uD^q&uD
z@B``D{7Z`R`uP!PIR9tCxHa&@xh&Un-4-!6Ky>S&8<voAs|kANZ+*a$5d8D!&p;DE
zI@MwMRPS^-Uw=TVt9P}d>T0xL;SLJnBZV(hq7Y9O)WU&%cK5qOlHG<q5L4f7@l9|L
z&46=g5jw=8bZ8W~u#K|6U#yg5Ijy9!u2VdFgD?(JaOL5GqA(u)doB?N)>uIS0SaHQ
zmRPWIMMXy&c)i;!{ZQZ3ly>dC>7xPYKtsbaM05alQ`O)c+r8EVyQ@c{-^iK4ZYWnq
zW=u|6@tpVOoSmHo&snCcS(#gPne2vdaK>A`EH1XGN`-K!l5$qjG&(llPKX2xUWV_m
ziy7W=8_qV$BllxOIU)GiNo%b5HQ@@)D2IUt0L7*ogw+Sr@_mWw2lbXPbBL&3#RukP
ztc8FeJs19_P^*_4AJDZN3+<@wTQnjA7%JL~shPnt8N`eA6aMU7VP<(6z?>AInc1J%
z1ldXt)-VK$HRK$X3_3HM2fOow`R|9oY<t$aBk379j1MTt3X(@xa;B~?#35-cVSFTU
zI@6kqkF3F_$NI2|*Ub!U7l@G*AkF`XsXIkqUmqvP#KYcepUs*yaNT!mBXPeC5CoQu
zPM33(hU)K*ep@GS8pWOEI*`I?z*(=rqx6Uen)3F!7RLqY`5c5=-M}-Sc;tNahqVNg
zji-$KDMf4EyE|(g?$F51yVEHM6mA^)5wsUgaJU*FMY^jGhde42PEKNyf0tpJnG@)P
z;5!&wxEA0JUGQA98cGBqdUMU)#|a{c)d8I9)Cw1&F}bEswkjjDPA#-gRIi>|MwGw6
zOSi$JR^>~=F8QuPF+C0@5f$L5{=7$6@Q!p#p;NHqhoi;tz)(Vw*MOk}R@x=k683@@
z>P5&kI>lTUt2Co9ckgkrs^$AmgZ4|rkYt5h(-k^efLdML*uC;&)y#@^JqP#t)hja?
zsmA5YYR=Bi*=<$efe^*kfU5rtkxspvaM1F1jKH)cYP?;%D~yO)DZ`rG;PijCwdKAr
zua}*ujziOv;L%<{s;EaHWk=cv24N_epYy94yujfnv)ouu-~EbNm<JC=kRXR3`3vad
zR=Ne#l`@B+gg&Af!*4>FkGb~lwg$R}(pDa=Rs*<`X{Y3|ib0PMeg+4>q<wqEE$MqS
zjWFJPLgrrC(zY)8Eqt<q!NbrRIxu-gN7<QK@K|6m=!TnwuN=n?7Cs!p7FG<sVFj>e
zKJ;>Y6tWBTC?Ee;|GoFWFTb1p_uNCsNtChx#QSIbBi!m@!-pnVD%LfW|6+jjYejoV
zi<|^zC)A==_ob7SlRXb@@{GRZ+*GIlBTmh;=fPOoiXji8g{#Bp2ahq4Yx?BEB1VFs
zkv}N|9RH|lutbC)?zxth76Ce9Ft%5egaz$Or;y8)1a)sT1M}5MhC7X`U`0Eqz$8e1
zPO4~|d;ukjQ%mfrRoCe}s5w~l=AHU($Bu#0m67iQ_U2NEy`#L)KFl>3Oq|vvmu@-s
z8UXdPM-B#u-h3XwStysxo7N4m`&ojK^cfTKYS0PF*M3c$5hhZ#omi!g!m%GYa!n!n
zNuS+Cb93`Fe`tgk6ET@ztDWJfJ$p5jC{n<x7RanOk9dZ}jSDkcH^A*h1|QYG&$9wa
zyk$}cUZ2ZU=s`x?E8l_Ff2m%j;d4iUVXY3_CQ^32r%=^kL|Xw*$GHFD^R%|UaAZca
zaVMe?0%p3k^@;82QDJ*wB8EZ;4@X!4X|5@5^jd<6^)NFp?=x_JAdX)!($s`S1ZQ+&
zbla`Ii{cYRL<cKmV%kWQ1gM%Q4n*N7s^L6KfxifK!Q5PcL)^%>eDMPVWO?7V1`2;%
zccJ_IW#LF0MG=U9opJ@;D}}e+g9Wdr8Haz%x@P(Hl_p{vK-`t)b%Ew^x1omkEEs#o
zs>7zZ@8?@w83?ut4K_)DLlG4Jl(IgYY-Xtddw!gPn<PC0gA;fsYpn~$;C|GP6lX!(
zd=TwFX-&1r$_tB{RJf_MJ}>ephqw9f9ViDYR%g+@Yj*vGbcn+X>car!nvH%Qa^y^I
zYonp8R)9hU?p>{(&R|`iioG?CsEXhx3Wb_7NK{ymoU-;k{*(1)9F|G^uu@C9LO2v9
zeg}*Az|MUR>cmrK)hMKj1go7QIBHokdxL}h8V3?>)<X$?fVyLbc|SwQyNbw&NEsh@
zrcSy;W#zQBY(D5d@yw{yQ2_drDVd^GzkhIp!TG5uLcJmkHfc&X7Zr7i-%>&FYJL}1
z5+Yhr6!GQd<$(=|zUuFu*ACdxwx*T-5)jS<IjD4o9OB1&oCTi-5xP^pCMPWFy)#Yt
z3Q{aw$(u*k;S(5;;oeiVA2ov?3mXewugpYpQ@k(ZCC-Ur{L~fE@9h&HH~FRP(!Bu}
z8Mv^$S6f7C&I-XNdwE<J?q&7O?bS}rwog#jn_mT??%n4BHFV1Z`*T1O{Qq@eQ-E)k
z^PfA+$nBGJs)B-4q6Gtm?<Ia{tsxbJx8hQfpp%(Amw!&SIxy80Z~|G@1s*c`_~;xk
zg+Roc`gmt0XkVA?{mCAkfz=htgyIbX>Gk-c;tMFPRI2YyQ`bE`Vmh<Aix^^{Y&U}#
zn&~S@*TJ(yboM5mAM)VPWd*L1yT)rI=>o6w&C!fH8Qb<0E@K@N5)y&|>OE`fvy<($
zV}Jb{TuY7t>Nu89C9LcVn&fKWIBPHLA}z_yv=1E4J^H)r205h0wrKoK{C&i*d+(;d
z!~b@Z`^-aQf(0X%s-5jAEQS-0xU%1yMwD0oMNNIMWal|eT-^E9rCSP)8Yuu~JGkr9
zIFYWK90qr!7V;kd-8*&h5-y^7QIo8ntb4zm?KKtL0yvlk_zo8`;6elnMRky|8dMg9
zn^)|twteGsC^Ckd6LnmIENXH=Z4@XyAEHiw=oAkdyX>P#dwN6EiPh6(-&G9^K1%80
zaL;aUh7wpIQyqat%qH*0@4=g5c!YX^XSnmtWhCzQHRVi$tYvWX%tAkaD-@)mTPyxl
zZFL<Ghyq}aQpTeb{RQb0KvIU3aSE;?A?ybz-%MBf;i^A#VhNA;ek01l!3q6Dl<iEr
zB`dq^Ff_=VKTf~iaIRNxn&V={r_H>?eNI%k))6a0wywor76OcX$bao!B28&}5>jM@
zX49~6B@N*}S384}tYEJlHMv+TR^qZFrX~w@r<J=-x&mR<kQ~5_T54xdN^X&*NEtMJ
zWAhL0S>t#AV8)JF=WxQ;4{IjuC4nFoZr!=cQ+<Pw-{UHWk8Ili!1cRHSchwTu+h1s
zU7DC!m$TeNN2nK@mlMLEaM4NDBqB6sIP(^CKU}BrR+jV1xWH?jiPP=mLWMOeI?^XC
z{Zfr+QM}L;AV)sp#He$5D~ST#6d?M%=wWftDag%m%?*b0dMI)F7GXSPb@{9Cz%M58
z={PLW(M}n8n-1W5dP7$u&Ph?<-DB86ZB?iEdd~h#I0E3SQ@m`{x<W)Y`#CbOy>iyu
zmOxkJ_7@=&wx^`Q(k)3+^asKD<B}`r8rb|iY5^FDL775$$l-Y)WG9leqWmN6uLM{!
zsNe#pojsS@v;JwIh|I`cy=kEy_z8HmVlh9gsmjA^WPXFAY_A=)^^Ja4jF4VckC_P(
z1wo<}lvXr&C~{fF+AS%`TSPWm=z6@TANI=rtFGSM8}i^W%3({^iejYJF(hMa|NA-Y
zyIW-X<>D4(kujP#0^$HRDffpye1b`Dc2N<5Q~U4Ent^jK4n+U=JT~&zI3!LVq<v<8
z4Sgq;a0yxnhGl@#pLbVFQF-?<$z|k#kZ3H?Zhyl9z9&xevQ5E+?@d2V+&mX6L|qFt
zxti?$tcDjAnxlmW{wbhiRERu7kT%e#B?zK#FvFApRkK-vZ$F$^P<iM!{Xg3k+9A{T
zW|E6d2!zy}BhcN2j@Ez6$_C8eH$*08UQK!%gMWv^?=Na&x&axD0-AUYmRj%yzeiIh
ziy9*3!<w!$iEk$7B>+Q9cH3`G(DwQ<<7Gx?tJVyGD5rBTdF5Pq@`^q&O~9518L&63
z+S5q;xy#Z9p#&0i1|jsI-O+drU|IIb*bm+y;Y-5J|NCms^0kUJz;25nAY(`u(+t^W
z5rS4U7Q*4zIMNLYBGV$aqEOvZG2MLGTo}#VYqEl_IYiRGTR&W0ZPk#7GXPDJjq`p#
zXuNd!$T_^+!(jz5C%5~ni{;p{aOmEdz@6CMDxdNs0hS0BgB;L88=l+;B?i=X!NeSi
zX1L-I0xa4B(0J=dyu+xY+$oEC+Nh|gnSDUP?1<s}t>P2%6n~1srofU1+k9PXfE$c+
zo4ec&6-a~7t~Zwg{6xk3NRBYfzM)Ac?WjlINBCp<;?-GndN7&!fSjlcT3TAqntBlk
zmtEKf2!GzBhKp$L@=3=stDt_icRiczLP~EnmYkMC{>)4ZkObg1EUoAIoWX<>+$qFa
zSdcg1?hcb>6b?;*Zm`8c6ZWaYk{8}lfxd`t79Dv^w7V=!cnK6;)?qjl2-$bf!T+Zf
z=nX9adj*uI6U289rzl3P;?HKxw9C}I(sC>-rIk|45$;TM14H(BLC5(zaG!Pph8u?$
z8E3;)Pjg~uaOj0qbTYc()#XCETm{|3q%tzp)vH8?h?jBiKv1XXDxzjlL9X&OK+egt
zXrPC}*A(my%_%V07L&Zm5JnB@^2plHh|vL!J~9jKn6w$={Q)DsZ1L;)2Ub>A<eVpI
zQT$R;EO3v>Gw>qr;CMFf1^TrG`Lg8scOk?ROoN*Gk2IeojWM4l=43Y~$h#o7s6iSM
z1Yy|=$fyP)`I-TnE|67^D!D<Z{WN)tAS!v{J9LLGLXTHSZc2&e=@TyxmX>qEt+TxR
z4H&J%{gm}d^5sM=C}Sf+vXL`vNRWQvE!;opjy<;}d4Ulnbo;euplUaE{}^LB4tZEd
zUN2V&AM*IKoM^{}(rWwPua^9<lD-Z)vy&&455xrMig2m-S7=}czL&@xG1g-2mPC0c
z8mrb6{PLv3nM}d5Ch&4WgHiCvK6=4X54nZtV82GQQ7@r4wPc)uiwFeGkt@jr%3VYF
z#deh#iO!W9Fcfho3D&^@{bUWl_@R(;E8>&mStEdR#6rT@p&;C9Yb~VZKoY0WYAA)1
zj&1?nHeyV(b~n`?hDpML>dNgvd5`qjQU2#ybyc)nu^^xU$&irm*cU5Yy*&)C%B)KT
zpTrYOF*vV39Od}Etcm$A#YFLDLRx1?4e_`asb{YvuQY@-kUco9+HYH&&-(2^^AF-(
zrhu-u|M$Dr1%O2yVFX)NMN2Ze<-jQdnYI!6(&t5)AC0!s1@I+zF+9=kpa}q(a~`{Z
zpsLtr+0$X$Jmh&AuykCcw%7mrJaEL2C3x7rp|^$;MauL6n&^3Mun0>3<G?D!Z?=(W
z7a5Hm(&&%F%2)x~`|Urlz)RQ#J#1iVMEIHr^801*_x#T&#vBiu7@pJAZ|L{1+d}{;
zy)*zZ_k|%bVXP+9x@&$j&y_D;sq#)+m4<a(91eeAe^IR6KBUW;31!YML%7PpeR0nH
zQK-L`0_dI9y|JMtD+2&x{T2Q@4rD!`12|eyyb3K(e?)j?ye_%0`e3A*vhzhoX$4_{
zY<oqk>zUh_&(9|deulK1_>aq^3EJ-G(mRqiub)f}QwMWjCy0s_TlUT0$aQFYYrCo5
z@UruRmvnx4I)Awr{rFY#(RI&@<7XNuFq5(9R5cY+l`;#pFA_&D>kRM&R!NGC#V4Ph
zy~XvlC2m=5TukV_#n>R8wl*sfLE>WYdch{bgr4{krWh3~mwRtl>ZkEzM%43e>4RLn
zY!UsUOmDL%n3In_?Zt^jS<A_`LCQe!v?+nPM35DU<9~uWs-1zhd?}T}k4OwYVcQO2
z;dN+i==zhYmL>ObS2C8ER`#^_<2ri7LH?<w7emD3LiBI-OIZnGXNMUtMbQaoQHB^i
zX%PhZ?*b)?j&$I{_V=4Qk=~wkLQ7|={@&U43ENcqw1nx8W##|PV>J7ZFUFwn2lusy
z0~plXKBpNE!z^OY8mNEOZ~ZDnml*IEND~mg54QBl-jNw7u?s=2Kg<XEkNX}7t;%zY
zK0uE`t6elq$5=hos;y>FNU5lQqN=dw<o%dMhY#D>;@^O6FHwF-AH^=OXE>ShBRW*5
zN)6rr3vMz$7f(9DWW|8ufBzgbQ(+{X-qA^ZGS%;nRr5oSrYt2ZwNayf$;mLhNF>dz
zCuA7Ooc(oKHK^)tzbtsHLwK<#a_jJm0d<RhbwB*Na#Uz3Xg8&56`ql%w~5o+6~5El
zBlhgKuJup5X`h~E8-5%xlJ}7JFzw$s#ipNIziH{iqRqGaj~lZJsh25vLgU9=Qy^H7
zWq%vWZ59*_V)%I$w`ZxcRd}}xm}yF;Rbzw_WIx<Y8wdM)=L!d|>BiBANpB<zECtWM
zsALIpJ91|LlLZ7WX0XRpUte#*h4Avjk2B<m;Fr<Ry8??qlu+)#?BA_DW>iYo>}<tA
zPLgr)B@`xQ#!9}GIOyWq5>3kZnr|^Qe%zLEe>sLRTG15doBCw&Lk@pTblA(!lr9y{
zpU29$QyfhY>JKQj5<}ggny-w;YLd)IpRf|pRE+>*2OPVH(b&GhWv%WiC7oKsIh-At
z`ua_h|IxHgq1R0))M|J%#WJWJTqJ9fL~d;CEc;P>8njFVRo8TiPguRhM`sL<=%7$%
z58Y{b(aeo~`&tB{<CwSOOy^oC%d_XY591>KJr!*VeQ(57d#SkDgaWGJZIr0~4O^B$
zRQ!{G?mMUpoh?LSq^zV?arNz!JwlS?#;@lH#+9C@CE>0rnE#bY7;m^l?iqxGq_x`4
zCUi-!(rx-Q^jNM2Y3W@t3u+NRUf^Q!#qyuCOK}<F-tons6(n0RH&XiTzMT)xcne0>
z|E`{zx{p!A<qJV7=Q8LAk<gApwj;+D*H`jCVCvA-?wLQ@y+kZm-ezh>UC+Nz1h~@t
zYFiPH+`WPVX&uZj(5%MbpHD%<?$A3N@8DPxUZGrpCW=N-w&f;4w53EjgOVhEcgRDy
zkFs~cGf*9UYDf%RlBt-AXe=1U6y8%rV^isQ`X-VXrL$bFe3`h%WWgr!9CN{dTI-yP
znx^6A$g*`GWuN)ZZHMN#2k&vGqdr^ve@_2fk^8)jni>CD|JzL;6<@dMDPD=E+1+%J
z*Dr>AH|S|e`_MuRjl+p)t=ePT3j}04jqwE1J3Stq#N!xx?Ro>Ub$bG#z8<#_k(ik6
z1}bd;UAhS23iv(ohd6sCvsGS~T=FI3Od|WN?)bN@4Z4m0W)eT6(0w#ny*o<HB;=IO
zp9jznx)Tnafq7n5mec07&|r3TGo|{l7UurlyKSbqeD&z@b{iA)s8Yj|z7w|IeE6#z
zPD6kd?1otea9;zfLJL(6W?P?p^h@G&Htx2o8S6LByp}!9DD>22^1IyJGvR_!P%Jw+
zNkQA-wNG+<e8@BIGlD`w)b{;_ol??*(v+#5tRmN++%XesHT{7bX4$msmr%e22v=Lz
zdIgy}C8e{n+aE+3S&4npp@Z%e+|er83Z_i;avT1$KHvHNmJ;GSLpg##Oa{l7JKSx3
z7#14LSOZc!Q2ibkqCXqW5W_^H&<z$|8@kKhpK;NP6`Zgq9P&q5F+Y`@a3#ILl&`&n
zY~eB=v)}F*4lM|+YBIEquYJ_&ChRU^M5EoNPQNrHtP0~h0lUzfxP+jvV=6(~!&qE|
z+NKt0h#F-e@@vM6WP-IzhX+fEdS%@dBwTD=@8xEynRG~nR)Uc4PRdA251ZxS#)HS7
zB_dT5stWP=6kC~?0#^3>d4xqw>#Ux+*h7`Dl`w*{2;Sp&`h$>XSUrSA^#+Il$KtnJ
zPqyoty5cmaM~C7+9j~cx`9hrjUEbo{Rn4l)+-$dF#GeaMQ$Ix{uYXUqAsOBG>KTEQ
zHpj>G^6@LQWIDY|lwSZxr@*tkvfxXr;<y9{7v197-v{!W@mR^$o|C7@D1;@cM(S@q
z6Ekd}cV9GLX^*)X&qgEqVHI<o{<`;P!jeio33IpQom$w%>-eOkR2FKa%ggoh41q`*
zG+=J_)ek?xr1Nu=QPknH@>C6L>|~NK+2W-?v5d?kr1qgf4ZUAQ-67d%>qq^}@zXG5
z!@ON=1sXN(o{>VhoHNr-HR=*%`Va2z+xt!|)QAa~3)z4{YT=$VF<sgkg*BB6@s2Vb
zk83Yy@f>Qf?vjusU)Ue_Rj^WpvQnX*r_Je*k+XBs=>kdUl~qIFKUF_owFboJEiNi%
zu~HR0W0=8DBG%AA;c_63>8wK6=c{BoZamd$4}S7C$wdo4WFaQ8ORg_((ohp~%Jqzy
z6d)ot-sUf$X1WxXD7@#3#@fGecAcV*cKg1%YC)60bi_)RmHl;n?c5g`X>#@c9$baU
znB+Aw4ac-zCD_(rL^Iw=31gEKj$c|`FcuQkB0TLAn$Q?_I#+kx_SApyFRJDI*sRBf
ze0eF+<F1L!$qbC<>ipNM<3pBYvi72rP5H)Br-Ur|!u|`oNZ8WIj1Qvt4QCPhuviN4
zCt>UF`nR?1epo}9ZBhV@y}loCCo;Wsuvv3Cp53P#YFhjk*H;0kf;YUIuP)z-&Zr<R
zDu(b-t4WW2Nv%A45&pwO4||FT!GijCJ-DpKbjae8ZmSrzp5dP!HlhwJuU@o1ZKEzK
z?B2zmcxr4&k2ePU^o3FrW*w1HXJxs{TM9$B$`wm?7?udQhBGSedn<qWYB%pK5TdI#
zpJPy@|5Mp}hjZPA|NpN<L&FLYB7`JS$tYxGRj4-&l#G-u$sTnpBMB*$RWw9dWn?zU
zN~Mg<cSy<%8JXYb<#Qb0<2R1)AK&{p?nB-8+xs=I^E$8ddOjcL%&FlY$x+^gKMD^j
zy|+2#_Nhs3CgJNsTa?I~I2#6YwfT>8uV3Ab_#hjot{KgKO<3#(<0u!$@5RjC`1J9t
ziJWGMeU!l-z3cTq%HCZ4L>t<&MXmY$^~}LGrq+aZXTCivnnG?mC&({3>gU(M_?X8v
zS8@3-AJOpVvpj_=K2(<a#>>vy!7`$+Pde)k{|V+@e1nZ$&S|oXwo=@b#N%{b+T58f
z?%;D=)>qN&<UW<;Gj>Mxxn+W|<|V!js}vM@&tKRnlExX8L~Z5}(HxoK-OLnaF`B{p
z=19*aC()Dw|IQcB4z8(K@xUlIkafNxeR_a{fg#D3>Dj1jT64@+F$SvIV#oJ3pY;<e
zd2gZ{`LiBtRF-Sm`Ll%FBRYJmV@#q$f!eni4TcyDyhU}5m=5tj+Z%Ger?<OIPg;1m
z-CbzlqC?@UgBvu)e=V^KTATUOVd;?*ywO}ww?E1a;M>SjWuM-3&v$=}Ptt0YIXZ82
zxwT;D7njT)f#qKcgd3w7_3joAaj@<ZBJXr&=w6*@JuU;i_7@7(IkY5XNpBI2vMaR@
z+<2N@YE{e2S1_q8e}jK1r7_-jrOYK}li#=PcXr6CIWxWIh+$_c7kSr1V^eZaG-WC6
z>TuN6I3Q#r^`w&MQ&y*y88cI?*$kb>jWyCAvAeY?r4$+QSv8m1MlW<~$<MxC8j$+-
zOFI9Fjs@wm1kcTBdTT^#*xA1(lR(FO=v%}d$92px@fyz**y=9wEDztfuYc#}hwFIc
z%a^e67#n6ONyy%9(<@O;^-V}Yo=gS&y|~h^bxdV;MbL2RMgt>}lRh#n((@}^Y~srq
zx2WnQY&kVwcUZ%%b{SPBF_d+f?likEFF%-fG0qqpx-6kyTZJ$CK2&}4$32cjOYe3a
znqHzvs@0&r{2t3?l%Vyfm6ftG$N38vQq&x|qD~atOeuONYH+x1rQ=J5C7Y|ly6G8T
zWMq@BE`}GQ0iC1|3D%mn{nf4tMtt;M0d-7{aZe6)epgvoDIc%BUWw~BkPCfBSUsNH
zkS{4+ulwwH?5jO*qCx|&xBgvyJ!KymzNc?_{tO9~E4;bs(QTeeeSxi4Yo5O4wN$h4
z+8M|yFKfBXR80SE%PS7qjo#5KX%QYxB6~dVuiqBK?0U6O_Lh}S(BUD~-_zsBU}#Q@
zPrSOOZD~z1=VVZBlz}UI4?jyowiyFpcXdtl`@dqX1DeC&c@;Ey{(vPP_Nr@F6?8Av
zJl(XQE%AY8NcVJ-0;gu3ah%6*Yvd!T8y8>Li=Wy(vl2vf(?vrR^MyB35p^<bskK)v
zUz}M&otT|d)NmUXXi<&j(YgK7wmwVc+DnlwRW0m~jCYJS&IV`GclYybGAt%B?cMq2
zYKkUesOvM{AcEwoEpj<^wqX~~la4zq6>t9Ao?{<U-=D#vpILjLW@2btBbFZKBO)}3
z#?_Su5gR$Ka7dRvwDHgwUwr#&tn-#oT_TgJKkpTc9TM2G&ogW3=CsSvch1N8G`Gh`
z&wo-9s-VSRxXCMBXu?c=f1SHW{HbAtW$kvIGY^mLh~T!<9Leqxr)R16iig;eg4=4n
zZ`DhvkSH5-Pm6J&&YlllaeARBx@q{4f`OhM+pVw5SAr3kpc?xi>`+L=LH5uwdvST=
zWob`jZ*es&^MCy6W(S8f40Rewii;JAsOp*r+MCN(P2SmX#CCj4smF28TI%erB|rS9
zgsA&HdnZ++nl-M5HYW+D9bu=;KfUkHyr{d3dKo&%_{9EFt%X|Mmq+5qXKscYvNwcF
zF|zU8uKKC^Ok!n#_v7;lxqW*KMVaLII=U0|w>UPm2Gm^1KmCq%hq<b}y2EY7#13{U
zv%5DrxG$1HTXmHkm&JjVQ#npH)aytsflIc%Z_DaY&ch?g{$>`uyHJwvas4mbUeA`1
zuZF7Bx!=sDH7d)kcz(Ngunif+J_?`va{rE1oFeVArB;o(!|=)JN9v{<2V`!kAJVzx
zJL$;hZE^c!B)bvuZSojL^K0kkbH5nx*gve7!Vr6OBSpPz8(%{S{?2yEyx6y{L@-vy
zE{w-)`73|r{?ba#fm5<esCf2i;hde!DrP&^Q4y0Ll`0qh2p7K<NnKpQJzQFGL$F#%
zxV&%PJlEqk??{eiyWzS7@u1@_56a)`3yN*tgv4{ZR!h;E_03$_TTd@E?%{j+%3SyQ
zRilvo!#`eRTK4YOIHklxIZs_$en;Ez=2wxZ6rzbh;ZvPPTeoa2UofCP$A__L{dTU%
zdg;2Vz?UhF6r~r-SUP82e(~AAv)t7E+9B!tDQh3n$Mx@=c)7y+S?zH(+nvk899L1t
z{!Ls=vB{S_V#cnouJZTo3#}&Mi*53%MlMtHGcGvj_YXB+cUWz@4vQqDSAihTa7Y*b
zWhV!=N$^|-K}Q*IDv=2Z>Fyru)S&V4EWaXuzHj}ZpNVg)-W~zi@KXD^pm&Zz@6H8%
z{T=YNGvM9tz#8kIn%{wa=doB8ViaU#WE7-SucS^pxi0j#OZ${?&%c=pzcu0`^~QZR
z?8l^jPp@{vK*qP9u5t9Hjtnchn31o;r%NLtQqGM$@0`7wltGiB71I4rT@#RrKOI$T
z5cO=kjq!!vTb#`!<#7kGLKl8KD}Q3xBpebstuH+>{p(%Ec9|bg;_EOASlT+8`J*^q
zKF^N5Yb}?hc?*;FwqrM%Y8ovnMUy{IcR#B1Us$?s+Z?k__cqP9cVvS58dk9{_zT8s
ztI_6nuFQadwF|p$6%gOCPzFYvP^%E;(j^G%GCuZlL-~V>C=(NtwzhW4*wpm&V1I_;
zg@JXm9Ri<%vb<w|H2)YK7*l!H<uSQ?3r#gYF`0Szh0&n=phT)ZYl733kG(p~KDjzn
zpurMt&Mf9Bv6U@9LvJ1(m@vK8+jjVt9owzM@7y=u^*D>|J>-75`@CZ3;ds_V+<|=;
zPW`7xsa<)-tgWVcc!?&J-B-e}kX2%|d|tP~eoR2j=tb>hO-n+*K5hCCtz~QKY+iNN
zt&gG_ZWYFpMh+Q9<HxE%IE`B8e))dob_uRK2hM1RGHA-|Gd^JOf%(380E#<Ss*&yV
z8s_`j5$kv&4i5Qq@<ctO5=^E=o5uv6`Yq)9Zxop<W#8hbQdG*(;&dmMzQCK)Z8&n|
z&-?-{OW#c_T)EU{{?mBL9m*%licU8YqQzCWUlCf_i*$fGD!IIV>vG-DOWk6k11-XD
zhG^#JqmvfiKZ(4@e@*Vw-nF9Xefbj1EQJTlcV7#)7&e|fytmlW>OyAzO<|)Hc|$)+
zEUrROchp=$;;NP8rGb~~QH-V|GOCC9>hFka8yX9?Fdu7MP*IiHCo37j`Ds}3`?*n(
zN$CfZ+=in*84gbD{JR9ErG47{%-5c9?`Nxbz1laX6nEjdM)TlBvUh+@&8FO{>@W~#
zENk!WYEZ5?^Wx2!7w71B<X1)HT5T#mZ+q;Z{n6nVJ2lMz!xT&igU*}HJ9kJZPyrS(
z9Q64m@(X_wI|Os51ic*NgFgJ&TR9NPVm&0dH%WwLRe%h`x4Rx(a?z$&>3XeQ!Djbk
zjRec>_j_H~@GyA|>#2$m8YP;roT)Y=R(W6llgqIhJeROt3K}PTQlGP}^-2e&OmfQr
z8cFpfrlk?UT!Qw<8KpR<hTBdWJ>NqccsgxVORuLTr+C^Ote~Y^)n}Hzf1x*C`1pj~
z?ZcYms*+Ow=1p3g=KZZ3{;qA{J3iRwXOos@8^W8LJne9pf2RN2QQz`sUtC4bw%;B~
zO)6wRlJm8$w={}YV?>QluSrWjW|l~AOZDDxl5#p**CuKzZ!N9v7_y4X=n7LnxnXer
zsBootd!YT;evvg2S{LrEidxt3-9vmzgfjckUnlCfca-nAyj6ebk&lh?jx~W{w92;(
zl2*q=n2ei&TeQ+?oFDI3n>4=ssBfMn#i=}YXTt#&wS(pdXzB+OmH8ppdotk*(FmMc
z|II7<dpcTt{-mSPx%=2KB`#Q%uzc5=!R-fzS?`I!VgPiRc<5!6VWu5afMkT(Jk>Y6
z!S+f+bqRq<e2GaH?%m3@3Lwq^AgSzHX-4JHzsQ_rtq>z5h_8=O03diM0=FP0G#;C{
zOC&r(0YDJC<7=;jCXuqgK+F(SzX}LQM<9ghf`<QBYo0V50Vk|86$q>1ND`_+*R2CR
zH{<j7HVFIp?S9l;hCc^yT85G!>{}E`NTBMW{%`&oFjP~r^S1ljap3skg@y1n)1!Wl
zTBC0z*b+53IXRb5xJho|fjACtYD&rq?6i9Yu|))*Qqngv;#0h^0=qjAA`)kNrM7O>
zfC!h^)3fZR8AF>oX48vbo!tG|CxiTWZRfP5X<MMGp&=WjCW1AQ3I*a_l7`t^lOZ1#
zQt}5nW2p43S7*-dQah*grZqe1i$DIf#J<hZvSq54ls%$Ct}dQT@rxIk!V7gJI5$g4
ziO1k=`2YWa=}iL6Y$};?ICpJGd2tv2r&5l)Ng+}FfB&`NJJcMipi{9z|3V@+ka&$s
z5BGcidJrV26Gcxp$#ZO(A00gpx(z2lF{-Afd;}lKx7VwFn2$i7AV*^3;P?+4h=gAX
z5>jVLwBqxV#k@r3L@ru~ors-E=hRj#BKtmk(7146CqSs-@k;K~{H|af9=NleXjce5
z(5=ZV2#DEIOR!b~3EPG6k3ptEs;lOEE+@6WKukZuw8!1NKE=?lLZi#=Q=9?^5mN$^
zgE==`Z`&)z);y<4rOn4m>1oE#)nGS-V59Eo5iz1;dQehyqM^4XXf6MVo?gGN2Y3JD
z=Ll(1w)x11-9@d~o#&yPodUuoXKw%8-6ps8{d1nXk6%uOROkT#))Fo((a7Y_PxlkD
zEoh}F9S@l7A<RsI7Q72c#Fp-<k?xlHSjPe#D;t|@7#!DtIKD>2M+Di^;`ijM1U5oN
z2?^G3Zu}_mtOR4U$)Mb~ciR(V@Eot?FU-%BYi;xup@Lx^oEgL+D>SiZIt9s2Ih5O*
z3C6Xq#Mj%<*!VI34%>QhaIu6N)6FD_&XZiL3v^C)Gpm@HH6W=h4_wJn2J2`!v`4u2
zFFjyEedl)9sNSs|s$O=0r$%S^<=y(C=`xWX?Sy$d_Oq4)@EooUyB*g-NY93xj15xd
z7MV9wa~;4T1&4&Nk#GVd>opJHxdM~KEq;G_bh`NDsqt46t{)Y&2z|>>Ws<;%{U4s3
z5li&hM5M0}udF55*O3hWIX$>xvpmPn2nD+M|8z6UGxYB`$ayoxHqPZek40bo)0Rmn
z^ihirxx2%rZ@p1BUV3$)uxN$SDk`V&yCV=`*|kE<4$?6IUn_*#Hh#|DdJX4)wgT~8
z3t;ROv9(-ZzHLZ8FAF{~Fxsqy*PJVb-^U=zf?!oBkkusDo{cKQ2JuTvBAf#C8T6g|
zfEfdjWeA=9jM)ri&5{Kd2YI_BQxoq+r9df_|Gsy9XTcTLF1-Cfn?ksKh4szMTnQ9z
z8lMvO&YiRaOxOb4-3KKPz0!OJ)$&zncyJT2sYcszs|7>8JOY8{uC&Bgtej0!8e`L*
zyO{<)rj>z$2Tj&`WuN@qgSV|$Z&c<3F0W1|`+e&xS22vH&kxj>li`Aqx0E8Y?%JSt
z!}ki^`mbWZoNX#PQ_D--$(ZTt!+Agqg=i1<BmcljHC`bYtU$CKDQrYl8nU_1!zXS=
zMLD;edvdOV94LEhHwMy|aD|zH7pJq1y|mmP&KCmIr?9lN^ns&aoylkd{SG%Gl$aeb
z4(lg)dJ6E8!D}laL0z7lDaPSTT|I7`(;Zanv77Wl)i>haz0i}zUZ<hz7nhQ1nBeJb
zG26z?waqj*DvBM*x0L4D50a<yV(Repb;_hw`Rv6G#Rb&#jLtAE4FG4$0#q<X%?1xJ
zyUK`AA>FKy3^NZvI$au%+nmO$O19ZC7s19goA4DAJ)gpPM#>pC-<HlXT%z51J*U8K
zq_`0g3Pb1SN}Q`-1vd0csuhZ6qHf+)XZN=xNI{4>)p1+10JEFzKeg}{`wv;T9`R6%
z;C^ExP6ELML4)ATrP9r3{hBTuz+4LCI^>)Dp?ax#ed+wvA{iFQJ0h}td@$A-PBaUA
zCjsM88WTAf*TY1ihdp#QZtfrqZp^R(V6Y}X@c+5XY`6J9qWh6Dk<`0jr@WkSBd!qV
z@2cQObK#2w7J|-hPA}-&GT09iUb23oGV!bsjuhaU`W2OzZ7^uQ6?yI;3dLgem4)}x
z=KwkXTmpsaZrL3>Tsk~^Ps1*a-?Geqw>lMf(gN2EOzvwSqyorH4O(@B(zA%P-v!=(
zf1UnCPG+b`7bL0&;<~pA<q1kJENpdr5_1VCb%dLRi9>Dw{$&Ffl>n)n3m+-|85S1y
zzi)ePq7(intkysC=)W&?)jvIQ)k}pikP+|Twp*q8<J2VarhwSJ8oX`|s1kDq-%QV?
z|GpC#$k@KX`t)~8+78?S>d(w8t-c(Stz0mjtR$j5;yMQlu=$0}hIyNlU)_#YXsZlA
z4%VTG0`y5ffNUhk0os#)qdk7UA0yM@5h-*Z-VaJYau(`E^MHFT=7|b`PG8yy;E@om
zVJS<qQ^~(&n2JvDD6kW=0~peNO()=w01L8e_{7-QSQhYkgLhyhP&G1ozK<8b3HIZf
zpmz`WVT-5VhgH15{aiy6aq)q&3m`i~a9cmu|5Hp7x~2U(E)oZgpeqzr{A%7-?>5-b
z3=l6hHP<FQ(vp^(y2V~D7OzCZ$Vqp%u-P$3_P+wn9qZsZF+kwLJmwUP5gxq3F@K+k
zsOZ1;TGn&(z;uQJbr%9fHo->+BMrZX`|JV;r%>R`#qWp@!8q+;G8+Mx8iIe%eVXjx
zQi4v1C?&H1d;|osQRIodIG}r_^V4YrbjCyx)R{iPHg`d1yG||ti99B1b`TiZK$>GG
z7{Qz)eAwmDCtAxcFbKIZu}>5>s36P&C4AV_wRV>UhN(s8+bd{Fu)oP<&aQ9>kTDlf
z$U_jh2{t~<zFD>ozW=&ct~Q1zPo~EUvuDge$i#)r%c3FG$S=<gjvd<y#_q{h?^YNT
z=u#x|likI3r<wHr7T|eB=jVp~7iU}Yg;rJUbqJO&Xgy%p8(eQ!3hZ1NWKxnq`<G*E
zmLXda6VYKm<v*9h`Zix>tR=m*67LX<cxw{8hZKl76Jf9nnX3?{)--qR>#}~c9+7wN
zN&q^2wjuQvKx;(=CYM|K?Aapplu+o)%F2SFp{GHg`E8gF-4Hl2#JL~<+O%tz(JZif
z>(&Mdx5XTO0x>)@Wh6jmVBAv$aD|tX$@)rzEhoZe0ug)B6@Z_XNC&h5(L#)!oxKb=
zXGsX3XT$%&h*Sn|s01+h<Xk+EBD`}8X-FL`(9_c^4`vf4JqQT?5Yea$4=-ahXrBn)
zrl!@Zz<TO0=0}8)59TE&n0ps~eSR~%>#spm&Twm<ew^<_Gd2M=@v<#u6S&_qwHrh<
ztWM5EOB^Af#w+C(Y~U$(0qpygU0f(^W=F<g!F9Z;sUkvwD^9gvL-tv@9&S+l6sO=z
zc-?cpLEeL8{o-Hl9@vceTRVz2nKi!m9HJ;TADJfRk(owDBF!L>KnS&R1de9N7@~lJ
zd2<6v@9y4RdHjsDAU?)(jg>(zcFl4Y0g&)D;ITa|+hFRHdQ`Of%!_?1F2U<YtS3^(
zkTNGd7Lk+VLQo*19WU!8j0@q-n;*AWZlE2uU?S%i_Az#N7H&EM8n#p3X1au_6@5bf
zzzK7-IRQb2SQ`k58rC@w2t&a6?}AhCuZi_M@XhKF8iPl_nBuw;l=81Hk5<89LU13?
zO!BtX$0Vms7scQ<YXWRu_rgZMXu2=0MFtep0^=bcH0qd5IMu2wd{g9U^?43dvA&*J
z3(t{wOP<pW1g9hf6toLbf=Yd;bir?SJi~w7yF)6k?Xrnev5``Sdu<`iWZ#Jk50m9f
z%Z)H19f*~aijHY~=mSP8Iw?>D^pA!Sr{T;&IR-dCJiL+ENKYgx5!O60rsr2u=D3Hb
z8IiNZpX#2Q>?R4Eyz}>fi8#1fk`Y+Q<tw@mg~4^k0fhDKT>2y*@RgNSRd29n5XkLs
zGQlbbJWm2vJ=e;&cDZBWpd4|Y<5QSRmjmdvu*A9a)GcntWwQ(ZJTO+>n)vpMcUpNK
z)1o}G4su)&G*^MExbOJ!yC*w?%-n{Xpp5<uS2^_>!|I{$NzaXV?}*!s`VMO1=ax&;
z=)O_`(VRINGpO8GzNvF7I(jk6At8u3c&x#IfIolHOH1jwSagNFe7TcgpRd7j;oyDx
z^n<Ax`ocEsRg1+PdV;JEfnEn4R!m_2QXouJzux0$L?Jiw4Y|=4V3jvi>(!a5chq24
zp7g&!egz<>eOtaE)a9Ba)OCURF`=a8FcY>qpt7cBtQC!7ObFVaStyV`Yzn~1SpZxB
z9gc(%Z<CmqmJd=HwG~2me4EitBWcdR*ZX8ljVSb=!nlGmyl#Q4Y9#q37+@@5He&-&
z9p*SLVlHpVU9&-M1@Qa;LJO0&81uLs+Zpn%xFE9&L9Tjig^-4$W4bm7Y!fi%kGx*W
z0=u7mWMZOpAgcu&A%3NKB--P}z2*U$Z|dF(a;+F~IdboRo%9_yA~EzDW_$;=MkMlw
zN#lbPGslgMH$$AcH85q`&-35>$)imI8_d+{75qvUgXw-V2Um0^_|8^KW~>8K`LpQ7
zy|hWc=ccc|47*l0A$`&G@+u%O8FFa|M|R6?yKBAC=|LKy_Z9D0;<BR<nTzKrsn4^z
zg}Il)Uy<p*;0H5_PU{4QsU?W}2yRBQRT$E2$QWOv=gbm{V9}9Z7<9iXURpIj8dG|9
z=?68n6|YaSw`j4_Yp~b{Y1OvX_5AtIFtyqidfBydGpntLR@7CWPU)Y_et;P3JpKDg
zH)guPa*H>}b3*{=J&ln<ST%nz@zPqkrE6pfQgjjRUNU82V3~?=WP9$M_C~kjPsr!4
zB#EPKPF?Q!F#S}as3-0)>H0%W7Fb;4l1e??GiIH2><_rJ8%Tc)(ja6|1_Q4gjL;F_
z!f6|T*^dvx{0N6y>c`3LtU&GAr$?yt%_u3uGTep^HDs_5haNRFzW(diuQ?MtwrpWW
z_l?z6Gj;3n@#-4&=@kt#-!PdH+%N?&G3lW*fJAW0DGEN~)OOBMEz6FKd$3-1q8&#$
zzkAyyHsSq@-GeDf`^GeusNQ{dMS#VRGxXT3{l7`=vSYSuKiSK5-?K}9gI776lycA*
z;#j8n613E)*pjC2ePb8_0(e=LFn*=n4wnxJdpBU|_|)x!U$VUJrHX7dSH}#0euk}C
zyN1&Hi`z<kl@OO!6}E>1q|glq8LIcRvzBXB@4i^Ql+M5YOViZv3>BgGrgPLgRbqA^
zvjDMKQmROcool4>?!&-AtR4NPe_X%6zC>itm$~$PgR^DrhgAe0X4H+xtckE)U%4`$
z{)7ZA0y@Vi`40^^y0QF}JdtC|M4`5@A2}-NAM&H8hm@+)ni#6cdxT55!8^$Udl77d
z?@*yi8<;_jYCF7MVD2__GjI5K?&wJMApPo(wi3rXzH2`iKWeljO;->aEV23^P-xs6
z7s8pwD_a5ja_0FSUDBvQez<7N8SH3P!?s>fUB48V{r&N>`Om;ZJU8CF+6C&TVoQ}O
zT`L1?q#~5d?kKpPsZ3Xwr}26HsfdWDOZL<M6FSZ?Q=C?X7#Iw1)pxA?S6$4%7Yy41
zMY_8n+2{W@c#+HjzdDMQ3ee%Fdt}Y?O-1mldtf#32SanGT>a*Z+{tXrF<65LlXE8z
z1AR`)VZ=^yEsLyh@5&_vBs5e~L$<fw>+ji8dMjc3qkvB!7kztdG9@h|)oxppFh)=p
zGAKvDb;|Oq`Gpt}74h$|u3q;cUWps{sB&ZveQq5E9iOUaigotk8=bqa@9x3@9j3}P
z?!R*FwZOo}M1(hI9|*m~sgC$(fmI87QE?Mu6DfUhn_Y;UD1t2$akp-`E{<thnSnHa
zLFGjT*{rG8??;Me`#c){`Wf{SvpwuhWatL&e7r2?Xi_b6?yR?!xW&^^MYrFWmlWOl
z0@1W$9cE;&=R8k=;YBYS7u1Ft`p3Dk!$Zu~H8Ij!NY48C-T%95*>)?*AXTg9Vac#H
zRxC1DpKLu<!iT5Ma`EAHc8AdS`u=kgKQatsFxABE@%-Y%I*2NC1a^dc7my-%6C^TO
z9Fpa0Suh*nWKw7S9gOGGUMS)V)q%z5_29fNtf`gUFTFu+o_Cx~jKnoe+J5c7&U*!A
z42@RzD$$tl=vRe|v7AH<(hTO~7~zRFnYtc)K7+tODq<wi>0DxExUpw+1zA1Xx8_QT
z+&Xbn^Zl9^pH@zLrg_J=$n&i&0?r%}m3V)bP>&uxB91>Ym%O#eGDqUDUe10!L2?3l
zvct+O?vm{B=lKrv%Z2=}w=hmCKSqDFPG@t}JSsnYC_^Aq_u`K_zQ3__dC=coMHxq8
zTRJk(k>mC7H<%E+v2pnZRAbiBb9Z^;G<2e9cDqgT&D`7FJO;8VGVz-54)>vz%6t5$
zD_FsV@f~+(n8Jm2E}%I<CKd_+cW<s_JGx0H=VH#4BfcFqC^L~-i2qD0{p|+Rz1mUh
z>eF*ouan*z01BL`y~jim-a1(iU`1xEkc-8$$B#&@KZpaXQ2$D8l3g0$9rp?TVl0Ec
zWFBP_)k)1slj0+Nk#GYo&|r-UC@R_mgL4uZIJC&1Ea`!X0+r7rz4?0(#ZaW`0%9Iy
zFSVQsVtOR?0u+u+tP@3aNOJ!NJT`N*W+K@fuZvp)626a)xz1BRZt9bw&NH(@<5nan
z#;f@i*OAicVlI&Ggv&y~0xK>x<SHkHj-p*yyqUuTu3t01E-1R77l#nUdKpEdy2Y(w
zs<@XnyG`WlC;a~TrElEh!AgqjBwiy&3{=kaT7A_i%DvZ<G^RpNCK(J&ht}#_lA1JH
zH1asMy<UG=5dgSx>KvpWP`D@Vkp}8Mm<!oRlORl3?1+XOYAa65-X+U*%|nO6C*)yA
z`<5Zq*5@USnN<UwBFf-_O&Ltw?UX>)CZt-3W!xf&9eop?x+X@(%e$z}4m$ZSb{Il_
zNJ?d-($g|u?JkJ@B(e+~K|7_htp>IHev}4=1WEHr1EO+_@^ZAidN7zMV|kUd%EDQF
z5$I5=3Oj?3SYSjY;T<BG6_U>*dw{}M3%)n}XS7&SZ1?V?mD$hs<^kE?h2|q1D9wBg
zPuzJfis0pO8srzrv$mL@{ns+zHza40V|xoN!mMxFOa5mK;9M8N$@A=DC>hB|h@vqG
zOFVKcY`|y`0=io8H0=8hH;QlI9A%<ol4Dir6<BtfP^_R7)wT4Xqnl_OGFyk?CPbE$
z_IP)Mz-iwz|C9rr^OoYh@+-9j@m}lJSmWeSk(boW;S(o9F{;Udc71Fi0BtMAj-p=l
z6Cn;@;2#dp#eY#O+fPv1BmbWQKcEv0mQ#z=Z;c~HoWNM<7sGLH-!2#XJn}Tz3)tm=
z6&GbN_V%5?_`N?>_Hx48wyh-#t8$B#ttZanOEo%^Qn!Gv>hkCNKJb9wVIk+`gKyD^
zA{KF^y<};{qI;iw^q`@ipEAls%tl5+HRrGQ_cnU>xui9O5__{*As5n2Nec@LwLEcY
z9NO^CN+Bfeo#$T>k|DbHpicP4B8%qjQw+CW&;K~r?b{1-KFV^FkBdZE^Wa9j$KsaN
z?44J_nnOuNs63%#Mlyp4mU_0K2R3tT<<fiJ&#^3Saie3GO;K(5;tCXs8vOHr>M^;%
ZqP>sbyf5si8M<UrI+}+x($&l_|1WriW0?Q|

diff --git a/examples/summary/images/traces_neuron_activity_Syns_C1.png b/examples/summary/images/traces_neuron_activity_Syns_C1.png
index 41d1514e873d863354dec13b271ebaabaee1c496..46e0eed2939669942f81e6d570fd037ab6078add 100644
GIT binary patch
literal 130
zcmWN?K@!3s3;@78uiyg~2ojq9CJ+#2)OLjS;OliSdzH`V`&+j;kFgo^==1ihWBK3C
zwB-F|#!<4loZ7qS(HH`5F?vrC3fzTowSr&+i}fUx0W)Wpg|iis#Lf|5L0=0Kt&A}w
MQlo#12JZmX58mo0nE(I)

literal 23126
zcmce;cRbeZ|37?c$g1p>$Qda!l}*-3sDzBH6CsjpLRQ%;QD_)tWD_znvuA@s_7>Tj
ztowE7`g}g$-|zc)-1qPM`{TYIkIQx8^d86Yn$Oqsc?7B`UpY#`NP@v&jw&kP)G(L>
zcnpT1frt=(V)aJzDf~yoLGG5rP3t=j4~*<gG1rY8Y%HxEEbrbv<z#ASf7jaTBCjy-
zdG1r@4h}Z<qI`V!|NQ}8YdbSOf!u-&xCpV0g0?*dbKD61OOPs=au<Wqu2IBEt2@Wc
z_Pgk*Ym5>u{QB~V?9^jyUeHJdX^^7%JNCe<YdyEkql(LP(q2Yr7Md3ZXus2Zr_Fo+
z-5uVY_V+mV&q?ZJpZjQJuG<_rWb#s^QqnM+>|*AZ*zlLXwl-U@Ojy}}X?1oH{?%vC
z&gz4qfPc;@n@%4fhyM{FA>_ltKU_u&=s$Us|HE(dbWdM-;=`u+l#TeLsKa|lTW;*7
zOX}I*y^miu&mE<up&72DGr*~+kgIdj5FTf?%r(CGnT-BC#<<~0fg}H%!s6nh&4ULG
z$ycK-^{Epqj2Ez_6SK3SITe3M>?d0JwNt)Ny}w;YvNG3y0*}XkvnU`scC0>CHSxXY
z-mXPuXRdL>!bmV5+>_dIy3@C^Qj+i()2&3~NVBz>?v39WIYYCv_j8R8d|DcBSsZvc
zKb+gZTtjEz_UPQrch5_+ST|li6kqsskd`Mp@y~40;KK4($<gF!`~{u3SFeIp6XoB!
zEKk_j+CGYpXPGNs$G66ae3xg>di6c!#^_W^ynOzh&qE_42aX><zB1W%kd%%WhsVd2
z^?#Mz3*k4ee<SOEOeLcOo>=f<na9qbw{pR>0l~rfYDWXOuZ)y4HsM2=L@31`%;797
z(wj=k%EZN&8czp=g*B9~4+Kkl6IQjfkfx=j-70nBQH~LQ^x?y$OBO#;n{$L5f2(ur
z7LtWs{&Tj(aoVr7^_ttCsT76l*X7*Y#IdJO^Jo?g4H-I2ej||F-AI&sBIGcsGBZ$q
z;@6kh42RyF%H1B5?%kcOT$^E;)>tvR@9(bXE4*at9;)&VkB;`w(k*IkQH~Y$EuAYN
z&CbrImvFuG*xTE7xcV@Yunk6XXNAgYpzLl9WwiD3#Ao^oCPW`}c;rLqA00a>`sU3W
zOzDI9`t?E2u<+AYZcnu*V}ka+W^3mY>X$f3>*z54uqf!>tHiu_Uc7xRR+MIHYARK?
zD4XUU&f)c;@YtZhK#J?HF7cOIRr?Sh@OmNXS<zIIkbp&-7npDMRdafEZGMn1FF!vt
zO25KQ`;z5P6<GVk_8o!%8ZJ%sse)IR?qZP<WG!ioRcy^s&Gr`MEbbcDhfqYYX>3X4
z3zXye?CkCD>yw>kU|^_jYEpFD-TWor(h$bN7ZVeM_M+Q;4rlfyhGK4RF5&uX!I44F
zJppacr7^`^!>R+Do14qO<fNq^k;?=;I(Q^%Yfmd+L^PwrBG<C}LU8nJ1;rT)Hh=rM
zJ`uDh&O?umoOf9=dA4d%z<4u7Ia0S2?#2?rBFPNP?3a<j#dyiwi&fU|#Wp)LEiK`L
z2M-cWk1}48`Wh!;yE3VooPP6dObk=mLNzH73CUy447usfti|1}dD-We98%uBlZjxP
z`I&prb8n}p&$QV7*B8!8c@K}v6??l6SAKV7wA0GeOqcKNZrv(zIQL4(`dF4`Fxu6v
zwb_f^yFYV{oo8|zhQ`Ma)6vm6%=XYoZZCMZ30jve60#{?=zcKX9Ql;3Y0{nqoDMuX
z03JEvURSn_qhno4yax$J*nWb{kBs2}A0J=w$B)BvrStU@pI?VQ`Dp)3Ss}uw;9l2A
z?1KU6MEOu~lgF3c{|x;|yD8rrC+<RtY<GKm8~t29l+kGN+uO$0*31Qoo-&t<K|w*+
zbQEsHUk-&|y;Xd6=FHZ{#zv!LLv8J+-rf_wzP@LAS7&?a;BlhjuSWO;QgPfKtq+B3
z90W`3DY6dR*l<qV0VCmur9X7!h-^kjbwk6E<KhdLV@$#-M*0(9VuMczSs8ZcnJ%oa
z3uzA~$dQWgZ7(k^dwF4m#l*CnTiYGyexy+e-tSRQo(-I%Rxaelgct0re7|v)le7Bf
z4GE3p+4b38e~E`{hHzu^AE^{-H*e;GRijvS<q6ZH*ROSbw^CA4blt9LY7nt5e3LzH
z)bQja{lz<EGP1I{j?<dgUJD-m^)<d>dvm$%y^*ZjYKNBduh<7RqxDB!TCepM-p|+;
z)h)EFTAl9VciULtoX@xD;50EaL$Sw?P4R`;172pAF^U)wd->hEEpWNSD`Ct;WMs81
ze3c=hj=v3OdkW~qozEj{5Z_*?>3Ars#3bp#RO5HF=KBrFP>7xh5H=ed8>QCg`omwp
z4u-XU3xQ_?V(R|$_Ln%G$q_L7!j!7ciM;jY%a`b`e#cp!Kx8?HQBhIxN=-dG_UqT^
z$6s;Y5GKFGONOy{Zc}vS82G28n0*}Y%{My^Hf~7y9z65${oX<&Fur0i$(H`Tw3N8&
zXakQx*hofwukg6IC*ZBGLyq*8KNRZBF$h~6ZAi50FWFeAIlefV7>4EHISRgk!H6%n
zUc6Ogb@GgIOn}pD&v0`j*H8G9C(IH-y!s{2b))vSD)(d|I)5vFxNcYU@uZQF(a&Pr
zL~O$uwUDgWeF4wa@LHqK&)qzPS^O36sW~M)QIbGOMRgdnI38`FSv;SuUkXWWWVOp6
zXT{NQIJ-Xdgb)d41X6^c&hAg+Fk;1s+O(S~W2WV<tLe5{qlsacIX~!R6+6x9B=^2c
zN+QA}z%q`22QDo^1R=(Z?Cs9)jhVXtS)n*7=0q)IJ@7nwYSp!^{NaPPJkzT#-K{S#
z`hL9G9Yn)*2ooL=f#ti`o)m~VH8MIHS{N(tl7~6vv9qe>qV42VXx{T74U!72Xsj|3
zYweShVuvtoh4*#C<Ky|POCh8aNNvM|%Mh{dZZF>;kaAn^e-K&0VcKv1RRYV+-D<Kq
zT;uPXk&%Hp1$I~mDUVOks_(3won1)b_bG=2NPAdO(H`^7BP?#G*c2%t5{5?;kTZtX
zPnOy&3`xTkSK6*DUAS@M2ES3Yk44Anix+QV$oDqCdZrh|OPlJ4$`J8CT(cw?dNOOl
ze!*Wqbj&6%FAwvk`JkP?zW#VTDJiM#cr(oh^R@%4utM)M#z*Rcoks#WzJ0iRvkYuc
zei{O_?dFnc;t@<=v2BfcH$;+jU5V}}9^E&Z8T@zK*%HV3$`%gzkZ*u1Sh!hwXJ&F+
z4wNw*BqWnUTT*7=;Be`8R}P=#e0M&F*T~#uOtI@KXQB1rlLi(~rta?Ur7iRfI61lD
zv8HFjp1W?L&3$lt_yGe?Z=NYB%Bv6OK3>63%*{Qq9j#{-5TF6C=I`<Nk*fO5{L*;T
z;J1VVaN@Cv3C#>Qt!zDhS8Fm9d&b60#5c#DK{l?d_9f+aUNGGF^JgUg>*Z%fH`CPV
zFS`kQYz!X(H*RUE+?+V!Fh6h-OhiD`%EW{XLNu@BJj5Mwaq+Pd40@LZc;F$(Kv{MY
z>05i5XUOKC4euRSy+8D=3PQ0y{Uvkq0|ySAQjE}emH8E%k0aiV5}d>fQj4h5jCtD>
zVX7T7Gc(3;<!Tz%#l__Xzp<aVax=uyqbCGwA+)rd%z5_gnK$e<Ijqai4|kt6{mg*~
zo?uktCx0B{JooWeNR;DT-^cpZZEzNHa&p6^;IH38H=xY<vGJ1-o=pPk0qra+d5n2q
zac-M^4WEkaH*v?`)IQ|SJF8vS2RLN4y6b}J?x|1YRUJI*!KW1Fe&OtVd3xqHyt$mE
zCHLjMZF}d34^MM)k_6N8q&v7pKRWyC_OfP{&TvLfMfG?~wC&_K*48+Q6UxfU^g>ol
zh4*{USPR{*B^nzahvz(s2`bfk77@|vloOp5{PuFP>|WnTd)ti#qeF)eztt_Wavlv8
z3VHleq+`cZlge+ssgGVVK`c@>Y_YkiNm@aHNIr}?^a`^JZn3M>X_nD-W%AM1T<LLC
z>M#mg20Y`q@oHx}>NyljCorE3Ja>G*efy?V<OxfIs?%$6;tWtrFRZLU(4ZG}IJ@Fn
z-n4f3@L}h%@GCa(;FkR*9W!HDr{zP=Tj&#b9btCHz@=mdE8NFTlXZLNaD#5kN5v&1
zG9+GR=wu0&_ALbeSg3#!tRu;>`3;nfnC89YjPFyeyhXJSb+k7L3<t_w=tb<<AU*lS
zd+stkJ9Aw|PmjrCZ)cr^PsaS)8|h@8Sg1H4*5DxLz{Bmo58NhH{8XiWsS^<?X-$`b
zXDG#K`Jw5YN<aC;s?jh>d}4|C?#AdO_>7?CPcL-k`SNw<0rz$NOoK}1ovn4D(n^2-
zBVceg8w<lE({^HDjy&}$lpW7ykK{l}8U3&w6O_~G3aM-nqUFe+)oGNL(G?&smdfX>
zLy>?zdzOexGxKTm%dP3x&pRqTJySa@+`v*a7!50}`bBGNYtaiX<-HcNMprn~`+L<j
zgr5HZF)=YJhFw>Go36e1{7L|Y_-j!`_qx8^UUp|7G&VCcJ5k^YFMSQ~DaNZ;>;?a8
zIMx^reM6CBW**smXnwwZ^1T1>@#yKUoD+@@G*jeqAm<5tY!^2z^}6Sf4Nn$y;cMa~
z9)3%_a-3T`?~rxnj?>4j4|l&KJ9m#XNCc<D1WAUqqk{M6&s%!MHUt@(S=FB&9kiYf
z6ZiD=M77;$Ls$bCd|UEWy0YajVl;8GEN%<Z-1;Tdfq{Vm0RgFt_o6x2+2yProk{0m
zD#^&bK*gbqyL}t0nS&37w!x_JDeGic4vTV}xOU>`4&=Ydo&qjZYO%1eIL!5Rn_CiU
zUxBu&{>jN;v`sATE8$J9<@hjYSel*%rgvC8%Z`T{tI;yJ8REXbz`f3)XE!eADsfrJ
z5t7kkVwL^FBzJ$BZ$j<Cs;K5$c|PMd1mkbhs~vN9GD+YrsEmpC_>-pi24m=uL0_|x
z1ZLCJ0%>9aS~~U3Rk(~7q*p9If7>Me)o5Nh8=Lbz1^2YFmds2|-=?NEnrnmUy;Vzl
z8Xs>kTmd!+>G74K)&TS$7EVC{Ji3J#FGa1X_eM3R6e;68cU_>6A-r*U)1=_H;hXPM
z*Gd%J-P|DDsNB`ZyDiE=>3C#sXWlbBJlrU6cV+7PtzsLa(B{J!MMcG+L!wxA5r<$c
zx%T#U<dR9r$*iYNVWez}u0TtqnR)9`cfOg{)(c2xRgi5cPMiqV!n+)XQlutH@!6X;
zb8;#w<0(#+!%)BaLwjf3o}_rI(nEq7w(Uob0n6RHcQ?RtZDxM*lbsZ$mRdBJHE>_0
z0iSKl))!+tbLKXbYfH&%grv0GpCAN34hSHElK5ro!Y*uHBDk_<#^@VqZ<|5)_2CXJ
z133!|P8k^))NmR@D0l%GzRm0RtBr}**658#X@{D*bv_WS_t_tZC?0?+HSPR6s8RzX
z`4TJU?|tO>fwOV1(;+pXit^p{*MtQ+p%5q&Asi}Py_(T}uY7x{Wn-<^x(yuc+N(>%
z&_JWY?rB8C<N3-xW=@UOUHSeBcQI5&K?m|iBSRC_wps@6hv8CJSlmBUyB|5mM8v_t
zVcA=F6e{dz(UlMu6_k{!Plt&=hL<8h^|TjX<u)Z;{EU6OfaOo}oj<EJ4+h=+!Ap&X
zK0WG4_m*~Y5@Zyx@M&OvNXE*_iW+{1-|wvlFDGgm+C$EJ0=H%r6=j6#P~g=^59oc+
zVxPAgQ*hY=Z)jTn5G(3P0>!7@v>^m*!lR6A)(;m)<d{Sqh^Wq7OI0lou&j5YQy<XA
z1VC16{OY;Ac!fX;ET&;{cx;S~*>l^L)rTCaV;T&nTiHtc)g}Je*jPCn&ZlkqGA!~4
z+^$gR<jL!D7rRJR#btLO(eb*j&76Y`_RY`FH-}=3Uclmcn>rQbTq<a2C<g`xs{8x(
zp<oCEFeC8H^;ZEeUeG6YWlWZ;xau6VfAgtz74qrr=I7_Ir%p*hQxOd1OVIkj!yA*U
zu8FhhVzITbt%opRi@M|PKE(pDwGZdZ&GL?Uy%4c~*OmuX7!2W=NK#UAcxHzCz`=uc
z(1V@r%+fXcps%JDL3I2$9b>5cC9A$$ZVOdM#+5l#2ezF4tlV9M0yPj;pBS3Dwk%zt
zMTqQ-_l;jDC(K-;@N;FjTzS##OF&!Vm0&P-QuxsD_&7T(z~x+6f6nq7$0b&tPJT}b
zYs(w-*t&l0#d&E!5~O!4ph~<I!X%;=bJ@LT#<nwCp9>QJ=J!(n_$Rn<a%C^H#<zPu
z+{Lo7;eKT4YQgef@$vBq0GCcua-@(6fEb4?IS8<cw{7M)XfEW!m?dh#(o8Pt2Mk}l
zxPErW^EweLEgzn{udffMsi_&+BJIF2RL*!6+DX`1!-b(Lj28qmLr6axTl1CI3FAvj
zOKZM<Jr3zM65sv(jr2j6ZE47d0P7qd0{4pU;=`BGqc9%I7n-t!AeY`E>jr4uhsMU#
zv!;&CsY9=FMOBre#9<2AwDt@>)WK{MO6a!I2i8ntPGk_NG8b)8uC4MuVhjeb^qg)j
z0h;Z}{!*cdukqH?3FI22rHn0YAMMR19YpoYoOAoAqU009bDm}dF-y3<ARCgf9jU#4
z-0s~{ti(fFcoQ6i9-8u!W*yh{Ii3f(3?;7{cUNY*sob~L>Y#M7zQ;6a7VqwN=ku$V
zdeXYRbqx)pP^iiaQE))Q5OwZ{vUqaW;@r7&3d+iU(b04|1s1+g*BjRcP`nVbW)^)g
z7XmREyo~@{C%w%%5D>3757*~jNIVoo?l99|N(UdPYfrw)qs_y)2!WybU{K4KL=9bc
zz%7=_6v`r6D*C@1D)J+JENDFt;!8@`(=V=tyc?P!OMS8gM%&5k`dG0CBLK5p)Mlol
z@{Z)vN_hXC92Q%!VteUojHD+sxJfa@4E}qa+zx<L$meW=HQxTSG9~P?lqB9X0vLpK
z5ho6JK`~+oD(%ThbCh+Jm5=QR3AUZAd+SXHi6dOVmid2$DgCE6x~5k*pyyRBveGX-
zVWWh@ndJD8H-7mdFC`^az#&laOjvK>4}5@vn%ZRgHh`U~M`I)&7FM75JUGR~>&#$9
z>$Wzd?d<IQv-lDYhf}A~*474$CBieTOY<0A8CicYl+9##_*KER`z&YFABriW)NR4=
zKZHpC58&0@y9<yx=^(E80R8}`4lAr#@)hDdsvyh@bWpFvrIoE-7K0lT=G8B~J&h#~
zKbe1b;h*xAmPZF*ikoU`=WT|h`XKs(Rn&vMEDrAN(n0yFQJjPuBht+J!}x2k&#%t<
zOQEA`K%=rq_Y&X+^I=f9X}N5%UyXWm_xn3!KA1NU3Q$W8)*S{7esYi^?pT6L#3AeZ
z7{YPFpCxB;CMgyj^f|S)IGnsZBTsNpkj(Ad38AnJYqk36_t5jj=HCt0a!gK1sp;zK
zGJlzq!v}5P)9C0UT3TAq+?SS@QO7FzwYgahUQ1m}5fB!N?sA=u5e+I^TU)56pR-6y
zOBeD|f(3}A>d=${Ui1`_{|D~Vrw_v3+|ez?7=k4MaP*wT>}y<sylP-7ZN$$BIUGrb
zhJGmg+0Q)F;I=#ikIlpI&G=kmhsE0ti%4EZ_)az1vS-8*pcXa`j?*F{3{r~@6irP{
zkU9^l^yvsdYvHnG7Ux2UDu!UbiU0`m!%#t0!A9|$HdE_T#|O-Wq&qntAXnuv`JUej
zYlz$*iZccbIg}T$c>p>xV7vepZe%6Hyb`=0^!c^WDBvBa;Xri;G*B@&70JWp6ez*W
z&t0XIA=0I*eg&&EG&L0ns4g<j5@DRf5fKp{=Ir017%zEy*B&re^;hNFyA$yba5(m#
z9SS(5QEk6~R3Em*ba|{AEnG{LI4}i=RipoU0Y0J5q;~^Hvj34o94hSCWPWD~ibzAP
z(-h}I%^0u=l<4<L0KNa;3;_NQto#3RwDAAKl@FZqdGAOO&`59|R)pXi%~VMIw8OZi
zB2L{NIX;FYm?SiAde!wrq))&M0}4f$@-M>XQ-|PxwVBcPUI`cULw!rI|M`ShHFoq3
z`wElg4O~>ikR0xil);_z?$R&$4RE-qPv{4Q&J^K}fA1L0@LeP67d;;~PaH)RjIU`4
z<EotHA{N_%_T%y0;AngUKOSe|f}ZDmtg=i4v3j5a!TxvUa!<1Zs)7T!!{7^%7v4<#
z-BqH2jPQSc@NWIik165exPQLAQ^M%@UoQNOvP@Bs;@qc+s(Wn-asVg!1qYK>*VN=b
zm>(c1GI(!Dpi^XZ6g(9gXd|d$id~l9MJipztu>n*&=_EQ9YAgPeW>8hXU5w4`r8w&
zFNJM}Fi_Bv)6n<^)A7CP_vlF1aNZn`=C_}?#w6iN-4ex9^Ge{}LNiy+t&d|k6YJ(D
zQ@3FS&sDvvnufaO6C?tDiyvn{-0M1aHHsV1(-TpA23Ag60I<G+!VTd=<V;K<74BQN
zf4(=0ER3L_(5N>#(1Cq|Rx4k7f%EKHDK#}p7=KvP$S2DHngWR4=eh3yv9YnUH%U(e
z#0K$z6#5pGxoLnbPjhj#OiJU_HM=tyR}EpgTkP{XNDV677(`=_Ra8{Sx465z+d{>k
zza_p{OI7T)c>x-JW+GM<b#)&I4ezS6>x+wpTVDyZB$#qww-Uck5u{p6{3>UJ9TH^G
zGdKyeo!Xi1{KY1Yc&LOAqJ{#c(xL&^j6U~wH{zdwk8j#S7UGI}5nvH|fd~J%hzyH8
z{4=wz1ppdo;9*1|-*WN7g`r=+%$(w(V?TLAVwHM#YjE!X1~mpS8wfcebPVQYoa&t4
znbP(H9FGA3HjnEJRq6$>v;&r%BgxR;(9-((_#AS1iO;zrBXa<pt99<#>(}=vvw!>^
z$tGa^$s>gm&=PdctqTr#ZkSKYhY1J`mAiJ0ti)+H2ryWqs>g>Lo0_U%_J+X#kRfGg
zcxq&11cUJ=JX#Idkr%|f)8gVxDax_c04O{G__K*1Bp~$+eOW*wqa|ZmLSmxrR6Bd?
z3;u&J^C3EV6lPUr;zO5tcs{54PD9u2&8Fx)ThL{*yX^u~9ddMCvH3FN3{J=--=>@O
zIvT-wNS^w5ueO<*npS=PP6Z9Y!omU!9Rnth<(lq<O@8RQ>EUrfDQs(Q+O&p}LiO(2
z(pIUaK19eQYWJ6EzYkkST*r~1tv+ySr9O1eRao5&L!nK)@7eAzX?fp{{@WK{C@YQ{
z)))jfD#05BVBT12oz^W2`0IKYTzAzfa;C%kZcJX1$Ad3R|Ci(4xsz^&EZYmYC5o+`
zRmklxE;}zqN#l|*$kSik9ljm>ug|<QE)$MDL~-sB`h)X#hezNc)DEDBy4K+QQg2)V
zXR`0{m<9)maE<+2N_F2Y6Rr;qpx%!tFAAM=VX^;y^Sx@tRl=G9qRoEzc@G<!`50Xp
zvts&;_SwH8S8HEJ8(RPcMgL{=JfA*13jThTJp91^%RbANM?s2m{~HBUI&_V{7hk}K
z;!J2z`0;wlj~6_5n4()`|L@t%_bun|<GhrLgd6^iOXu$|j%bAb^V*-1d|SpiuVAsH
ze>cI_MuI|{0KMs_Y<X<n{xJGetD!4g@}G#P)~%|KmiF)MKYhq)6HGpZ-KyV@tnJa-
zpJ-vNFmQ!%k;ha@<l*BexmC3~Q2zUmOi)7n8?A*OaZ+d>LAPr?#CPUjf5`AoIwW9n
zZT}B1ncE5y|FifiP6MuJ8L)rX#HI951M;VT7UgkN?Y~2@*VMIDrZKQi^j43jVEeG_
zXq&1W&X?Ez>j5b+X_l|){(T9<cNyV4_<z;~W12|UTN<E1ydT&vKH^OLmu(<pLYaEs
zm?j9jdfzeOOa{?27~T;j?xpq)n2Gu9-IX904AGGcnmHeTf8+UqavCeooj;Dyyb<i~
z?gIX0-jPmIXxV)`xt%h6htoc1e}fOiSZ<Eo>&%n}2sVma`|-kp4fn107*$nOK*WUI
z+}y4e@|`^kjg&YB5TQ)nqGOL9J=%cYSS1H9F-;d2Fr(D{kEwu%U)~rx7;;jK7P{jD
z7*xdrd{>VK?@KLwuPrOxHtqDvU1=V!%{<D_zlb>{Ed2A8+!?G`9ol)q*Ny_T)YPZW
zog)T(r-&p`jrGC>N&w65tZxqcvq1I!h?wfkr>-tKpc#CEnELknRI_{R_O_desVRd*
zKtS__Sg8(LFpY<1`9qE{JAgh6aCb(Y_0?55SJ#qm_b)Lb-Z1TwPWf&G$p`_{{MG~F
zWjkxV;}yyPo<gfX4v^YYxoK(KT2)d;IG8ZC;d0e#$J?&y;n7iVASuB7gsiQt%^Bd$
zT$82<yY-is-9;~4yg1$f@KV;T+t_rTp9KoIPQ!eDJaj%V{RhbAyiQzrI03Zr`CA)X
zTQ%L?3>F1C_)ZwvB&DPz!oVCxD<&*inxt8p_qwa8!u$C@I8XU9b1K#$)A9MNQ+A2*
zXmxe<)2B~Q@qM3ORZvin0_39G9l_KvQ<l!@YH0z200DrH`EP>*Qq#$*uD%)Du14|l
z{ar0%1h8+-Ty$HkqZ4*rIUDD`rad+`)~F@&1Ta;A8KR3k*SgJYSAT1u8K|)B$RU)a
z;Ejx72w#|ffTEjNmNc5Yt}0kR43~81wK50A$&;bbJsLrQt8nAS6?5~mFsK?QSO=I)
zCC$pT=FOW^fO*s0e0NP65&}6reE=8@Ghg{iL{_>K&Pis@;?gBY6fmey5f9&5z6gln
z{~pj6E7Q2z`qD&}R$acO>*X4V`c&CkUgs#e`LktyUdK`6G)1@?8HenqwW|N0XU_vN
zlY6S}K^=mu^Z8j)itx{Uzb$^8kl?`PC0QKFfjI->asaGx9EJ+MU^nc|ayYOZ6gkE<
z#GKhVIE(?0Hy^B!Kv3ky=H_s>S$rLo8_&<OK-8swOq*lDhGp+C577b|#UdCb;sw;@
znYP%#tRL||pwX^|iBI^;mv^V^C@Ic0e=A76_`#W29)ej}FQXoxkCc%SD+vk7DIY0l
zqZbz&SWW{H4*r*`&JY+tZFZqP*n1jk2LTd1V45$4ZL!-sJE++}O$F3Ib$h$(k})tm
zpD$ZJ27r^vR36;s-AwE1eg&WEwD9|9?&-OTEvuxYBsAL=ez?XBYvK*<VPh}Z2|==G
zUj00C>A-;JCa!1!$2A^K{6PaT7#zzR8XA7=g(1v|{u|)|lgeg9I<Ba+I;>Gz*K$58
zBNO;3Wt$VPY0ptpgcn5KUsTKe4Ev`tI|OhHHyYEKxL8^70$^bpE<-_~t=s)j;DQq*
z5sM!q?27MFk^r%+ZfR-3`U1_UBG0(Y`HBFn3uoA3x<Tb-HpRzmiV&kBRX5tF9Exp6
z3FBNQ801J4aY>hI7_K)=u>~kdYaGJ^yy``M03NqKQ#&8Jq;omn%`ZXqDi02U^<~4V
zy}GM)TI@t%<5D_P+3nl6F&H#qg6TFuXqmU(1_We=E<+F(P(SC4iinz;gHnsLkC&E~
zpf5FZ(yeiVZa=VZgnd7m-Ao?RsPu405dY=Nms7QJ;vnt&Nw15>ei=dcVoZ5<3VSbA
zZK0>az0|F4WNo(hGi0uWo@*6~g|+CBMKnn8FvE-RgxN=tnkg$bkKtH02mH+%P5@A)
z+7s4gk6^gOsmhGSzNTav1&2*{T40p)5Jw&eh|^GZ>D<0i#l>agy5aHbAuz3jAs$v2
zbH4ua!ajlxP#(YGCkz6Np<$lvE#gDy3wtw^J;l1;6`vpCdt%CtJ^W)Mjy_ALpc+=r
zW~7#Q`_FVvvBMN4a4bxl@?gh~{(YULL+KL;9YRwLsMw!IM*0Fed@EfKhtp&)a#lP*
z4g?phDcnC+*!BRLTvhC>>4L=#0WGDWbiN`O25E<YJEQbGJV3#=NT*CGE+4uQWGbfg
z>XJs)hY*Ag1-8=j;DE*wHrZgU#hc1+lyFL5!J?3ObP6rgaM}R@mhx7MoD7@IkRa4#
zLMOl&^Mw3f?038*>1x5z0DGaZXKif_5PfAeReMK<7LTSd7JD!JNLNNkJQanuTIAy{
z7;zwwXwz($T>-b2(mI673pJ_8$6D8}g={Z3hM$h)L;<5wIv6G7Hx^-wY8f5H&Wj06
zO8~k^Woharso-#(P8k`h7hIKbCW;-$@G?aCEz8TxfMZ&fLNqQkq?ciZ3L^Y*x_E4@
zKZ^&^n~kxR&0p~+u1BQ<hwWY$FU*kYm)O~$%0VwYn3(=*P&G6lRS&Fs`PbJYDt#jb
zCQX!yR&t^8-hhxo0<GQu_<@hUSKaRsQ-mjLh&U%FC1EfKt3~rT7~X1S?myW*oAUHA
zk$)T-hF)h?k6{zU9w*&Fr9(=OSrlNb)bkZv*-c9@*}V<ZrN3_6<UQTtx5<VelPIm(
zAsDms0z2=MiOb&ZPA+^COdS-^*h8it8d0)gfV#ftu!#sX$^R}7h&Jk={`zyooAD%G
z7gUv@>vZHAUjZwtH`#>wJ{pkxy^gxt;?zPXO)nHVCN3S!dV64jqv2PWtERrE*uv=Y
zAcm5X@;z`|pwjp<au_^JM^!a^JD;t{dB0G^7kGEU4CTG;s5}}40~5*{rrgkVzIWep
za&~b!rz(%d%1t@CZkk2fFWwC|hG0qzdxb%$7#Wi=IR+Uspp&$aHRYgJbP$b|BLy${
zP@N#NX(oVbv&R;FQ5Ep!FoQe=10*20)$FVfhC!(Bk1#zAtjq*8&-3ZAF$C|yq@Sy1
z(dMkIIArR5q=cG6R#TG}VXM$v8pE`N>DCQgfu>O!KVJD&#NRUMK>9XEKfJ=X632UJ
zc!8!xm3zCvFsW16_d(x^NzLHsXX5q2sDRFC=E0*GG{kxzK!a%^WT@v|13%O-r!IqC
z*<VNvtHmBb>VWM;0X-g+aBka+4bZIS?LRL``JAR!V!pWaB~%6DBfY!&9}I?my}U(6
z$E)`Vv4Fs7PQ#nJmNQpwFOkA!BDpyz!f%sYJ(3ea%NLpSn7mq34vQ7jm~C<T{UgmA
zqKz>G)D7tJfR)B)2zAxM;$oHTafu`xN@K}<jv9&fX}SqhLBbNpD6~88>+=EBe-AMY
zA#>Ig4SL*5y8!V<Lp9ASxnqC?pPb_aZgD91ntCFzJAg0&T&3et!c35MiFdMi!6CTz
z^jvRiV6j(+$R6Rw7RY$O|I9BH@vb2Q*JgxQ6A>@3U~`t1O0J+OBO(1c0*2^#<xmdH
z&RK<p>3Mm1VO-KMQ2sFE!ywost0E<^Q8O(G0vod#bP5k0in%)1L1YsGOB4syG=x0_
z;k~?QHUe!s5izl}x;iy4zU<bp2k<dph&pn@Z0K%s1Z8-6`_xhWpz6u=`u63A@J^56
zuTeJ)V~*QE6fy70J_&{O0U;qFZi9-lK6eMvlZZS8v%I(PuO>GSMfYiau#n&FJb2N4
zBqQ(ce?c<FO*tb;pdePbc8&W%rO==o6(k~<_k{=mAnT-@(-pnVHZ)TU2vJfD=U|2^
zaWtQSpK^+KPEJmnoq>S?OfOnzE+axF)G1G6V)T-`8oz$M;^9%TEzZT2Q9sU(-7=X}
zqbC0*EFw!ppcoNyMw1=3;`IXo%_}gqi*x;b&JAkAg|)Tp_RIeTl_iOe2(UO2n_XOY
zRSE*6>>Fo%4px~%8b^EQJ1rkXWSHoin3&M>d~Iy>ijR+PT1&YRFAqacG`r)w=s+PX
zA~L+OIBGsn_Ob0U)Sy=^Ei=(G1rG-Ygizmj!`bxc>M=a3Yv77Q{{_HMB7!M5AQ{(U
zgxgHEP>O_k@&%o>o_jg0Vqzx%ZM}3N6=;A!$7-^}V!cOP%GA&IQRxy%oJvzwM;Jns
z>Gz?-nB3glfWSa$nC74v8ESh(L_}c5M~yLr849rIaL^Oz>FIrYD|;kyXSyTf2<A*n
zU_g5M%Fv(oJz82j)VfA}_SOQX5s=P&7%tv9B_VP0?c2A&;Eg`gmy(<;ot&;A+ZK=-
zMUh<ZOyGrQ9<AHI{W9DhW?`3l3y3fP5oOv8!r(-wLJBvg0+yX{Em(^JpoYfkpU-i)
zV>y-!7q(kon^1)#+%~-CqJsdVPKnQX2Z8-3K+P@K{#mj5jE#?RkiSffAS#S4jAhFk
zF_k&QG(Z>$fmp(X2b9Z~)tM#_s%~x+U6|s;Z7rJY-J1@)HACRnZTRB<fXk4f$a$(8
z{D&4r^J6(1_|SLW)4t+~5)|R4(A2^c9L2Nm{e~8_F%NwiCVob&el_kQ{L1(56J9%Q
z)ZUT052bKJs<m_8uK`ZzR5&EWK&xiqxBonwJa`npwBZZRbgsjkUXPD>-viKtJU;Yk
zC4Ij~-AAjZS_j#5<J#i_8fErx8F_Nl^o8<)80E)*->%Wbrranb`ZJ6loPyBR2Ou!t
zc9k7L5TiCdTBEYOBC-qHTvOf9r$?cEP*>JE{h}0>88y?*Cr9i4{fjU3e2NN!oa7YU
zT=4i<7xMB&hyCI#3M~nnLG7*fj$7^D>Y&1FY)5}RmaE6kgGXhNFKYXn==d3rXKU@}
zEOc+xmsP9K@|XbNqrH#LchmAY2~dWkcL``NbZ*iQ734fl(anSICL0`W;--;EvX9m7
z?+Hib%a8cyF%0bR>%8;uCE-HRol9i1YPKj|{p$t@?|6<{K6Sq#gdY*@8%A0yk2jfd
z85$DoKm4(;<T=+$82`P$Y#|5fl15nm^ZOeS97;T!(i)Wef3t4`>TBupF3fy!*ucg-
zXH8bDKS$HWu4rx*ns~<U|6KQc0G?SrX9C@t@Sj^>&wJ~10F!#?MmTJ<cm_E|<RwRj
zdgru`{Q`2|mYx~9J+o|TA}{+P$VElb%>i#`=j`|JLbGvMOwhq-osn}9V6A2}Fs1P0
z$EQaOCGY<v1b$-Y43#RoWU9cIy1hJvdheTgoOmp*$zFB=p=;WVUpc`Qnw8(AJMqRT
z%kZG8{;%!hVGGO<xFhrTjUqRzv@;HWLOZ&&zbhY{?~+voe~0Oe?_#D5?$~^%Mrhrh
zx!%<hMiIc>{^e6ut2&`vUL)D^vC3wNY82rT`#YxPWK*7@Ypa#Wrda$k-g^HRC8r<%
zca&z_Y74r|w=ld)g(e6Hi(!BlkQ8xX(?g7G%Fl|NE-C2@?;7uG%=LH_&}h{y?wkco
zdI()W5jcaW7f+v(BMu`_TJ97LezfQCJ9@$o>c3O`{1pGR0zk;M9*>|3FMnz!$A|F(
zl5ZKW5Z_lqb}aUx>GIHO)e#m$7|f!`2cs>27y^F!{P}20G@nrE4kR3J;NYGHdBy#n
z4^_}wANw18xuRnNW_;NOPnK>Bie_6al>pS!lK?nn3gAG{;XZx-+^4Zo!R4jWzkv7*
zhmgKLJ!)E7)C11^`44cT^sKj(OiRE*;2Ws~=G5L9RD_NHyyOh*{{M=@134I<Y>cQI
zL_|dANvxCW>goV8xak4&iGHV#fsGZ7`l0Pvrmm`P0>*gWQpUhWJIjF%XED_OLWyGx
zBtcMe@RxoD<`A^#=On+xN!%M(qil;+u1Hrci7Z<=3*E+9Lu5Bkp79v;{Wkz!Yq$b<
zGndf?VLJL2YRGY`6ad_LUi!WYXk?P@i)j7eOfx}ut5OPQQUue*zgg?frSk*lRW4((
z34J?=cMj-3Dac-c(3K$&q=a*7JztD}ehd!*MDDO};aN(G?sKmToe87>wSflq8!)OI
zraO;9r6>hcacI^KW9a#B9|AfE1s&ZHj5Dx%L2E*msZ&5wRaLcg>pVyZic3p-GnsMf
z5Bpy!C#Y)~D+X(+UIwSse)9j3uSz=37XgKxnwokDlrk4Zzrf67vHpbht^7%x35S(_
zhclP+l#)&v$$kJa`6rRp)&^32&hGtapVGGc<A?e<DWokq(*S%jp~0kT-$*hacOGC4
zjrfk=8H|Ae+{2v?l<#=(f3PT?G5z)UA=9~ZdH3)yw5ZZV(fQa7t3|b!cNcG?0*@S?
zouc&`2P@4HzA6C4@=oplRnZw0p8gRHreYi`dbwl!VJC7}{cOJ|JLBIV7gf7|tqQF~
zrN)+^q>)eTG{pH^<P;rfgeM{n!8WPFQHh(AVU&Fe{Jzl+eHmsrqoN_w|LSHB#3huY
zr1w**Re^IPqn-g}nYw7x%w-%-0KxhYP|MUU3d%ASG?>a_R?w$K_CGx~H0}lsqt=CQ
zcpm3hY}l4z24BdzCPaAUWN)p-N)+F(?njFhUJ;t~SSv??pa_;&pPoKmxHJmn$8K=G
z6z)(Q<>vb?7Ri0^Kd)Fr&zGX6A6lJO9NZRY3=jO+SssPuBROi`)5Ci0J477zrSOh_
zQ$Wq<+*pBEx-BumrS!2VVAJle$ydGLX!Q#NsO2?LgeS(a7m=xn^)u?_bW$JTHA8#z
zca{CJ>!CPR&ep+rz0wEt|L<auQKhDL6e$NXMvn}Qv+V~~|NWxEWYU7$F-JaHG`p?^
zE#_nN<t+_0HTY+;S@!xurdC<V{zL!$1uadJq*#Xabq-)59md$GiJZPD*86)Li{09P
z%q)eJXP%m3u%oUIg`Rp=xNQb$v;fIqzk<;*GJ3mhKc!3P;@s(rpCrI&WuvUJU#7@@
zr;D^$<dk@n&h}Pi>>wsDN59A^7f27NMv>(@%h@rKEXb^2a28~LA72V(>YTym8K9l}
z7Nm4EyGvN?L>3oy-COQG`RxDP@Kv?~-`-4;U|ezqrVbqT<EADLq%A&Vj^@d_Wic%u
zoW~QPDE7?%lx_;|uy4v)sXyrXB6~KT-?~Lvmh@VboI)E-cSJs5cc4sZ|E`FUdZb>a
zta0|gJj4pSaT%GtQ)E;Q=P~^6eODpdzl*58Z87EfqgrymN6t^^v1u1v!<kh6T}m3p
zdh3^jIWoUSJ|(v;sw?86s`7~`L@t$A6l+{1y2yj?8M&F1fj7>3^3PoE?bO&5+cocK
z^%Q4UVy)rZb(E07(BRqsOp)_TV*HmlD-1>}5cZYZ8*T0@ya7{j>tVhJ^MByyO&$M!
z#V4OzfAV@0?j9w;=tO3;k*$LX@4x!>9KMS5Hoai2XJ@J~n8>7hpb=$ib7S*v?k}~^
z+l;nrHCnRsglF6722&O-dtC0(1_#Vg?=O$;cZC=8cCAz&F<v2_Uv$!NIFqmYZ_1Eu
z!F{8!m;lpQ?);gtjuk70MqS4~e;YBi3ZcW8D2iY(DXlUYk%0j-bm&r-RI3~)F;8b>
zj$>>-kM1xA?vH!IWiv7}7Vk7s<C*1RaFGF4Ea<a^N`ze*j6Vo4&I#F(Bw%X$b%hS-
z8l+=;Fc^qor#LveEdFhw*BjR@F6B(?>#HR3c|B`p@SNG~cRhR>Te@$*vzk|<Hz$+Z
zENtW+Fkozkb8c#K()=wf?JSpCSH}nQ7Y#mZV7#<k>kcjk25^p=AZ2E^nyHq+0V%8R
zqMsPvd^CUjeQ(>_hbH6O+5BTxsiZca4MLTVui&0~p6=srtO<Sn5k|Ap1D{`$iyBc+
z`rwZfdod?$S6r9EYYiWwrJ3Q=aG1&S567st_v_e7E1gWiYKX`;RnF=ZO27A185bk(
zklEi32Vc3mJsJO*SuvZt!!phit8Bj|)?SodubixEblwswPU}})SR^J>89ZoyRTF=p
zR_Nnd$}2-;#P|r3fe4a1#YD><72QOo0=#Bhyzm7<x>=nfL^R?CUYCX52XhKg5e|dk
z3or@*7>lZBflVrgsMXM(PXcniKc7NPbz3wEK6>KomEFbB;)R~+MrDPkMT;vdp9m^J
zJsa9{`0yV$COeVP(RAvu-_}wQY{F?VZ#6}v+50I{G>BCDdfw5wCi)w>$mwSkP7JHF
z_*ZT;b=IANQHpL^XQs9{(6-TdYIu0~7VsPr5)y2-H*7&+_QJB#>?<?E$)VGA22N!z
zU{Peu;`G3RmGVD!(o*FhHvRL;;ku#&?W8A{Zp1y0j*nl%zH(b-*Xu1hf+2G^;`Y$l
z@@$lNc=&;258c7XrwOQ!#Kg38H@1`#(}faRS!H`EJx+?i)FhHA;?*tmyFaJrhO%i}
zX}Tv$-Qj&5Xcwn$tegKb$E16YM?duaa%fvtDwSa74)bxzU2{{pGwB*^Mx&Asfu~{H
zrT<_UsC0xX;sc0J|5ak03GcCK`fN5aF)<wU93a9{#XCWDfT}lORHUt}{x8I$Tbaz!
z?d>*hU2!BuY3;gMIVL9_*?rM5J$ADVL$2!LLS~F>wlZ>ar6W(6*`QBb`8|^N!ty46
zV%K@moambaYO810BbDZLeAjc@zbZYKF!!yyVDNOwZ&Q7-(qwAADXC0j*IIvqO5jhj
z?!cD*rYe``rdqtZh_`q1PT6Ogchxx$>w1Ot)!&v2Qb#X;k*Tz&=$k+0%`0@=#s7&^
zyYSmNi3c^w_ql`xEHMQcTtg#jOzCXIDrrH3RT1%1Yf}!QG1~Eu<-c49udB7~S2Zc6
z`_wH<swJeA8p8%^wN!Nr;k1^D`Ehp&=TeS)_N$q}@1+m&xL!;4@YH>MUH4yADnO4d
zEg((?+DQ0|7v@g!z-R+X%RZy68f0IetpL3UgK~A#MN_kLmaZ?PoU4nKZJk%{2~Y_*
z88RZd*tQuKH5Z?WVz5e`zX*g?T#v+d1Wly=NFa#O|2{lD;=h)zEOpuIY9TL;MnmLl
zhEJz-qes4&eE;9alyv|a0VyLc4p=V$D(3e#)YTb*y+)n0In1W$i*+Bq&yr%{Ij%LU
zAYgFs=j2+8nr|UHX_=oR<Nb^k(MYS?p%2EsxWuNr`*QXuq^}5Y^2v=mBoL)-9^j;Y
zW0@06K3?`IRt%TkN%eH0;phX<8v4fPd-*>j{a|r4hK(bYodcuR^h<r)NYS#bWOTA+
z-qXfekYzOa11!>sf~PPrVLjWp6n*ZvvwL1$m?EyTh9UtMMP)gCpsxz*{<8A&x0)G<
zp8r7{7<wKa9(UFkmzOg-*L1RIb+S5VL=mOyUfz_s3P9ZN-=AlDUSg@6({&n1szAuQ
zvkvsi^F7QM51<X%K@Wt*!mzI_gI`dPmY<&=2_TRt>o6%T#NQ+PLuRB2fr&JTst;n&
z=yI|ngANhvfZU7J3_mM9C8K!tEm|y))Lo-_qKXSh<}d@R4q>?X6x4>_zNyqUG_)L?
z{NCRFhSTw*4d9x{=gR<1avqP=`UcWG%f8}pduZw@+D?9*Sa#NaUEX?728SC{m>FLe
zGTS~4kNH1V&7*brx8nZw;01u#sa9bI+Fi_sn5Y_lgS`bieqz8v1vr)f1D%{8FEM%r
zEx_bpPJLfLgwekEp#aEYwt)l<0%~41#k|Sf{JcDJYHA<QNq7F<QqYJ_>^x!Ee=>LO
ziH^0G<Ad6gLB&;CnNxt05fBilq*=@>ob$i8sFtP<>ecXs9EgWT%Y3Ok!WQKOo&6Nk
zbE&I@w;o){+=^A3@9AqdRe5;&G(3bVPYonn$i?hrc-o{63&ijOimEPMT{=_20A_kF
z!12Kk*Mpg*r#t&qr?c4nPXLGqALl|9@BiCk<vsmxXzhLdq~0ayKOn{@UU@Bee{2<$
zleIp?RG@G=2wl!-+Z7f$d3nD!e$ag&lpiz~RiN}m>M9r=6lAESfojDFJ`G)?7n>py
zfwsA_9=g-|0!_<{OG>anGvK%pcd2IrU|}TA1LYlJH-Lo@3R(4?@0kDq5DB6H3PfuQ
z;}cH(0woR2b&$8eayt(4B(o3K?`J*)v~aFuniq)gbO@sb+3gb+NvjW`$rYnW;ty8$
zro#fLcBC*YP@DQ4nZdb=hJsCIyR8?$(%-+?`}-&cm~-+lFCPn(0<&5GaK34Jc5zuS
zHFIw5&&$EwL;Z!&$&!Z3p9X3i@9yrFHNVr$Eme40<aE;s9Y3L6lLKOT9aLFk=um~R
z)vw~qA;4;;1nJam80sLQ18sllgXk_g8k#^5><2)bjx?}AFk2u3+?L<{kAtpyiVWzE
zDS%a$4xF`e%qdWV8Gi5pq`w+kZtw_ICUIvK@s)3~2|yUe^6}jmcxO=Qfr$UxFa#U{
zo*E60&IfYnxu12J-MK>oP&6o*ZIB=j$-+p0SGWkuO`VKacVHz!H_?`3AelH{1+N!c
zm=@|778FDY3Ndp3<1Dm5%Dw%`iy#4{1|txVmjt6Wp2UOX8MZnQGP&(oBgG<^0dav2
z50DVDbPT-Hf0SzF;BO<kdA!S=JMYRW1Uq$!Sdr{9*Jb$*F!70PA>%Is7m)}gW9X?^
zecU|;2qQcC@si78G~UsNq37P0K6qq*pTbE=d7*<FjMA*Wq7_z92<UbM(E#0-FJDGr
z;Q1{2q=c(Fh8*ZBG65q7lbn%C!0c%0<%Wp?P<R6%d&sqTh&B5ihqDKO#Ef(v9DJo7
zJ0(EO8R@mIq>&*)uR$O+(_3_7U;?!Dlo4!!Fcl<a_1PGEb^`}=fzaQ(?N|8%LH@y|
zmzd7Q=e+Yva_`&&mWOFupfm&Ja^>F64I-nD^BcfcJ_|xr>lGcKs$e-em8Li~6uVtX
zRkyEhz(kS{{wB3Z8ZKD}`#yI*{=r?p64K#Y@td(;`k_T>Ku7`hK|n~z^XN2nPGEN<
zg_j?DsXMp{tON#zBYvPXI1OTK48nP;t7Q^Ji=c`F(t6Z%%!?NRAW5$7>e3oG19DCv
z)gzromTq`25*|TbODu79b;XK{_oZe-jFtree*8XUUl58RscU0zAFK`tY?lQ8p&@}5
z`%ZGtk5(WUA{GuTz$jv70AxPqxTdxa6iSR2OoA~j?hRB_RH09deoiQh2tCg#ssi}x
zAeb~d2LnwQp!zEN!u&f6#<8xe7Qlcxg~e7IUAF%8VUBQZ_vN4>)7+WvD5t;Np+r75
z4ASiaEme@SW0n-AN1!rqgE<zW1Ay*O22@JOa$u)r6WiXvm|uPi{s0Rz01V_7t2GJ!
z%nTkfQvt2$c1Iw4@axQvjU9rM5)$tN72Lv(tfmBF2bbDzZwJ^uI{5>1-RG3y&;uk)
z1F7W|P<p{(8Tvo;bGnR|#+u-iizA{Alc%CvC<hmp3Y(gnW$<`rJ$?PiRJF(#8A2FD
zQU#$BF;ZuO=oDdPh{gp%`r~h$y0&0U0(t8YNOg$;BC`DXo&b&qkhQbR>-QWO?>PB>
z{_D0fv@Ca4=LZdTKLWZ16SFHIq<Igb_T3|Pr$C4m={W~wI-D%v16kG>hIvRPboA;S
z5fEX00-MNvxNe2=Ky$`AP&mfo#hhk{Aj|^db_9)oV3?Yve=XRezeFJ7*)ss)0)dak
zdgct_9`IQ$^|>?7=FGt}<xit0$*%7mo1HycpmX1D^{Tu)A^44@I%i9URt_`Ly1?^Q
z{Z;)GgC7AYaC!zPvj1B2tjXoo<>eZ1jL=R9bi)waoz^`r-RmR+R+ca*lf8Nj*5TNQ
z5wJL<p#PStdfMe9gzEA8qmTu^OByz36p27W1ljb<u1?o`ml%-*1C9}ZI3Nr3eOg{U
z^YwTk6_5VUxheY#=lJ@+v9!+rmdu&8>MMQ()>kt)$O3<E0|`8R88FrGsHihtB0xm-
z+*yro;~PgB1<*9uEj!&uGI-!0F?0xUagl<O&0kd?=nYSjlGt2c!}$oZK=<N!5BkEH
zo&r)h3u8$T&253LeSbN-@VD@TIi_sAj|X7cF$G0)GDI*Zqc|aG`3cA=*Gpu0R!@dO
zl_lzDbV4`w1Sh;CgxCF-EOd>&0=1Z=<e-)0d=UL_t0xkk6AupQhRqcnfklS`P7`G=
zCJ{RvFpiafWN3YzBzf91;Y)`nhXh9rQlt?W?NUK1s_yO81r3xck*eDikOe~P;NEqh
zk3f1mP|!SG7t-_SE3!5SkBQ-ikSzykV!m;T4Qib_(6XNU=hy=1zeYeIK@D|X7<q!T
zD3Y`V0-Glg3^8zT`<LXMlxLHDAM-b$3#x@wDhCtz(0A&{92QnrX@DpFT-a^n{jGA>
z0vmh#{7nZ+nhpsuF<m&vLIVVwLC>F4gWydNDQwUY47SS?*Ei`4a_3++o(bX;YIvzj
zB|evhgtP|gDF<z9*w>({ph6l#kf`TPv9CpTY=OjW<g?HqHHc{FU;%E!Cy-8a1Wv1o
z3{yQZ&ErE3;>f&>!M$A$H8r)`x3d1|a1L%bRzY%aJD<GzvZS?l&~K}+5PXBGT4XN&
znLOQAY-^0<aYa`BwSYHUO=J6`Ko&JTKhJlGF%$-q)DYH3;Lb~bfRe@UvF)r1B&Fer
zi8IU|8%F4qo<!rMckhB=!AT*{4$sc=;GKsLtKPb0KAWy?0h-(cUQMUZoRKF|6;G~(
zDL${8ySuMu1`Rr#0#3mZ60L{WS_`sVpVHD&AXt+lxg$s!<$F=q?*lopOh!l0r%zJ+
za4^U{ja)rgS6HQ$*<LMl91rk9f{_{$x|vto(y$0t*<UcVaInSLeeTthgSp23K>nsd
z%Efz~t&;+oS$VE7D-DFGuLT?q;w()rkUO!0p!LqBlxO4xIRkK<gzJiVTaqFbS{5)C
zx%kWOW8c{KQ#MUUe;lOjNH!nx&U*%^8n@F!JStS51}Sr}BF^3LNf%GR-vMuhd<&dR
zjULV1p-5=!0IYuYdK~GCx~UW+zCm#Y=~}%aixLJ6t`f(X#gX>)5FsJFFC4UUwUP`z
z8Gaqk?LavIRs@arp)Ta?!-v!6zz9Sprz;T(A`rN0jj)5I2h0%x`?j&Uxf(_*6wJ&|
zAbCZXW+iw}Yj8g4M;*@Aokp>bA3vhJYzs#$EEN@KzO}p$<<16}_4O!!A0I<V)NtUA
z97Nl;3ipQ}tOuE4{)42{W&OZ|MHva&U8u=Gg$)}e1GFu2O3KHeIy3}6qmov`MEa74
zpPwH(BMYKO1Mo=BSmy&77vy*paGC-@AdlL1X|nRQBG_K`rLzeO--?qc0Tl>JM{qz0
zy1_LdngKrqsSM(rM~D-5>cd#VAbd7A2=p1`f_Rr+(31WMlL*#&3yO6^NLEUkvrqCp
zc3gdYeOdpR9s!L8>Yp&+U_id4|J>?6(aHc%j_?)C(^s!ZKywWJ7<wu+Yl6HRs{9@f
z7sG+j0I3;4JUbHiaIOmE$?Q3N?jbPw0&%G!<P^<}N*+@)vzq??lc2Z?kEWrey$$kh
zMCAl-&^MqTA$=?+XfPvBD2p&;uM(u~y<=`OMCn`jU66SegC@5PPIf?b0wO}f8D3dI
z)*2H786a*%%Z7Om#H`H+k;CYe9)wq6-rJ2UZ8E9QKsG^KMP7pny*a^SRAs=2^@d}p
z=y`gf^+X2{K*x%X*x3Lf>LO?nN8w+@s{qy7!C2)Z7^t#pZ%FR=fbn;Y{X8zYeI8cv
zF)$^OLK05a3efm%a#h1c5)SBqU>O4E<lG*q4Fr)Rp^BSW6wtL^`S>+=isZqOR7k^y
z<m})$@8JvuII4^a&MT>c8iN1>#XpdSKY^}vd<PvPgQ!Ok2V`^b<>;IP;O_lQXB2dV
z(1FAxa5TadJG%>z7X9FH4VXQ9(r$7jKK%eT1KY`P5*^8d^o8gg42Z>5klCQ4xPl7p
z&#*cRP*skA_7GX{BFN8MDlu1CM&WERbhgoX%b({r#f`rr7!D8sV6ovVCM|}meUX&Y
z7EYIe5JQgOHg)yqp;ujhWz0RC0>lu`Dxil4t^xfm!nQ!**cGMmp3#0@<1T7&wo5tT
z?V&$>tdv|0<hxsmUC-Ev;k>U6&mPXIt3;3b9%JQLBK1$BLyd;PYlIyppO#r}E{&s6
zT1;$gXdx^u@8!)gDm@rG!gLPf1uuyxI^)c}O=-@>eTX#$1v!_HuOGRT^pmCIq!sZ{
z+os-3c~U0M#&!rv*L!L7+eEKY$($-Wuhr(CoTI<Eu<%L$LBFr(?&cB3P(sM@>}PJo
zg@F9p5D2rkKH9N^%=y|H91G(-@zM-wr*2%{tW7XY4<SGBr%z9gMZ+Z?#6NK64U%Z{
zO}8fp@3UIb2@IIC%-p5Gwk6raK(*|={8@+sXx32V^~?wY2?Y*EU`3~H<eSa_=NVEf
z(7QX7S`4UUh^Qx~som9A#VX*yGE^iY`_Ba>7p87~cV%%g{A)bmvEV)B*!j9yN|`qc
z6W8Tfl**%_L&QOMiot*`=|R6E9h`T?vv($vTt>>^&CL~Cv3U&_Akr=Xcgq+AV?aaA
zVILsLr;crCIhCX0?{u+{^AF>dfsn_q-);YfBr%Fke*$>`I#jK%%!LZX<~(p}pRwH)
z$C@?pyn5i=g#wbJ`H=}oJ+)p02gmp->u4qp<R5%4;&eA>o7DXG^U{*M^=04@Aw7|_
zGyy7~flHU#&Lxq_lXLd?a7Hzad#GgG#zCtu@1#@TA(sU28VMB|z^L>oU4-Q6Fx7q-
zQod!fP|{H-@*!Q{&RtUXZEUGo<TZ-4c0QrQqVU+{j7?N0cmYa&sKka+#1~4A(Ljzk
zB!t480t6QDE>w!x%=QStQECNBLW^^qStp=NpSSDs_xB%#89mT#Bbp#2bPmH$uRtc_
za*us=mh+qO)bifVv7dyav}=#^3r9ACQ4|0a2bwn$IXSr(7tM~L$O0KP0orT`jYp6W
z4VBfheq`alWShTyi7NH6%sMN{!cs5(Zt~u>KetcDaEaXLTq(bVR9oPZPe7_x_nVbu
zb>l%jbKR5U7y@f2|D?3;^=xs7K$lQg2h!B;_Bw%)^ZKDuw(CF9^#AeW1Bht~)-4AI
zT(tC8lw{F>-wS~HKN#?Z0V~yezCi;wWVJ>C4zYp52hedRpat{_y{cFGJnpe6vIIB)
zhEd2W1PYQ9?$#;SU!wyHp$aQ#Hx^wwSq<PTI-m@^@(8558lY$TLA^MN3LHU1^akeI
zd$80HW{DD|hO8M0p3(vGGw6EICNlyPUU`-4W(ztF5maejI$8B#D5%qfKTQBJy|DYA
zOF)13fr`WsCil*hZ~e!1$olh=S)OFSn`g(ssQVOvf=G5>b6nCgk@40Im-$E$7LN_q
zh=>Rj=j&QbBWd}x%mkj4rCC;%XV{NltS<zWA^;qp_I3vMj3A8AoEd~R7?i}LFU{i8
z+NX1XrGa`xP})Ipm7zChVeiCc6{@B~qjNX?kB6Ye4<cwTkdOm#A#VM4MteuQI+h#T
zZ#V9#zk>rjitWaO+N4H+g;CScaK+;?oKJ=FB+MXC+t~)S^UC}n3udg+JmbQ>B@ih9
zNab(QIkKjZoo()ZN^!9(H65sNZ=hUu1~orIR}iOisRRNjI^Yr=BnU;+0y^!?wG3W<
z7@RTPraUa{IH-Og8*};-vmP37o#sJQZHT-#ljMFXCRP{wmUDab<>jb`!|S5+>Y$&g
zPuIx6P#bI(pl|}`x<NET$Gagy?<imre4t^VnRYEdsjS0u#ywXV9!=r;;8kdZfeZo%
zjWI%n1i|WU!s^o)4I=0K(h<0N&_D*TD8HHa0(v)`RWwiyR&git-1|(*GB(BZ_b0x+
zLjC{>6?7=VIR2<TP?Eu-P(IdRocstKD}r!;7T!MrhGIEP8O^Fl<3ymNt1<8uY!Bq1
z!yw80U^UFisu&?xN^p-891R_IBYt)l%5xlS-O&8Jb>4jlcMF}m*29rnc<D-yopf>j
zTzpOgSR^?Mi}h;M6~ze7S;7x~kQh$G`Ct;RD;SJksnbzt1rV{ZEEF`gprAi4Bvho-
z@c*=NtuaYP0Tj!Yp*CM>*?O>aF`Llb)GbS$fQB<L)6i`Ael=60nsa6=!-W`Fm^pQ<
zGA#|%nHsifG?la;wsg5HbdJ<5rwLMNGPTa-N5A4940b>GF87{u?m1@<$u}_=JBbI@
zWEdF9y9|;}s-s9O=G`%_!bI%Q*uCChr9kTAzP?#mggxwwV{;d#qYe6w2EYdx%phcV
z&>A5_#PTt)m$~o+Qd8((K|o<Yj(Bq8(mU}Zb?uGL@h@Q_n12-QpFq|r=;D;}vl-l&
zrl}i|s&9Qh8^s&&#!KXKlF}M|9(QEHjYo&L9<eyBO@cl`zw}$LsIK;g>-P`}vV56(
zfOnW^oKY*$fIHKGWg!({&)Rbrkl**~0bwTu*=K(U1#Ff=&!p1C1tO7)%+ucmpEA#2
zq_geyzOgIU5l59^j!Iyh99|Hp<7u$8l-1YQ6Yd33pEz%;+d2hsw7O$gY{UWK6F705
zp$ZXE#%zJ&Qf@7Kv8Phm;C?zRtg{)EL7<{La{ExySpqP5x-0i{3_BvCLi=YkQ5XWP
z+OV|5z)*8Ty+uFVRL@$Qz?JY1l9F~7fJy?gm){2&?PyWcX#~tk2-ifL9{8I$vPrRe
z5h)d7!9`O*m8KGXr4ZAJ@<|3l42VTyR%Q#>rD1+P=cgy(#>hGp&aREQSXPb9;B^zL
zY7YCGd(yS#GD2Xp^)Fk=H^cOC(r#K*PW|h}-s0uLK8Tp+wF%QiXI7<RyrZS=bq$u@
zZpuLjFkTO9K-KcUe@%?z7{`H~m{@DXPGQH<P#Lamj|>shgSYqe^z1GfdKy)mDmu?v
zO3>sfp<cLxt1>mY(n&vhV4w%+ELqq`geg|a#B_Ld7!w&v-ylMN$$tA}H(8DdtU$IW
z?n6BO9b0g2)d<@KW)qkeJ3yc`n5DK%S@>2;rm=#&l+H)NgUzEzjeTso$QLvU$)Xv|
zHVOselWMXUDuiUX4lD~ctO}qYpDB~DBjJ>zYq@7X%s%iTj3Md9=iheP5+<P<KdIwQ
z3a=fgh9${xhz9rI<i`#72~J~>cX!*-3P9lPXtU}wqcY>J+R$z_3R(=LZGp#=v!)ws
zFyLa97ng7;<RfKyoXi(W|5A_WNr$YHVsgnVZ*{tD7q047Te{A{0|6#^rT61qa-G%)
iFv2%tm>~Z1bn}2;zU@$N#(W(*o+(@okKGoQT>2L?3NcCm

diff --git a/examples/summary/images/traces_neuron_activity_Syns_C2.png b/examples/summary/images/traces_neuron_activity_Syns_C2.png
index 564630170f1e72f6d24525fac3222db99bd37a30..729eeabc17456b4ac179d19710987b1bef1d351b 100644
GIT binary patch
literal 130
zcmWN?OA^8$3;@u5Pr(H&68^nSk`iG?r6aTpPp@zDuJReJzg3;{7@O9QHg8WE>;HPv
z%KfFsQCMGQ>1|h|BKWW|MYPT$0wrK16C*=_5SZ>_T*e$R>{5WDKxU92QaFjp$y@Se
M8SPt?Gmzc#0}eANTmS$7

literal 41294
zcmbTecRZDU{6Bmd8QElIbC8IRy+Sro$=+F~>=oG*;UHwxu~I06?2#>7M)uAM*<|ng
zef9bNe)sQw+<)Eo<MHv($2r$^uJ`->8qe4B`Fb7n!}}^ESFc}%Ac#awRq+u7VWS`j
ztDOK3{DnFs!36x0c&23VOxqdt?74-T4Ww!D%*Da^nS-q*tEY{dyREa65WhJ8Z9dkg
z&z`xsO9}`${_i*NJG(s*5GgLt12-XbQ8jdjATkU12P;Q5+ZKX8)Tk-m)$vMQpMLIl
z&Eo`ryYD&5*oTctUL`jA1|6?mR`{#ZkFr~G(mQ-(MQ+b4cr(0i(p>8cWs>rtQM{{o
zjpzouI`^|jY9*bhweG{i_JsA%PH~#3=YMOxHzIr1*VlzQQOljXj#2KtcL~@+$mNN-
z>6jq+9|T$tEtTOvQF7iua=?E;Qzl?2<iVd53Dvv*y*UGy69vD*ruC9i2!18@#$7Z$
ze6?!Ahn6V#6@)stO?CMXfd<AX<n6ZGen&2u&FJv{OqI3eX9wd?RMx9r$U&7e0aAZ=
zci9NAKWnDY6kEj~NUY_T-u69k$ZQT*|M5;h#nO_!tE(%D^i{0r$CjvPzV!6;UW<wP
z+l@G6!af>th}xt1NX%^u?18~Si^|FVN@w%#WD%mZ(L(24d&lW&YWNeBW0+rOWg&hq
zEm^J(<!(soxo<XH2GsuT;_c|@2p>aY&Ay^FYg8b+6G9|VOD<5iN9k05yo5R&rfmM~
z^yIxaN^xQJEBFgTzCkhe^C?%Aj)ObC2aiYc4e4$_h8Ril-Q3(<x_Gi@-}`PNZwzd&
zPm~h{9{(`^*$@~g&Pa;j=3Z!_deCAOa|f?-k_5`h%WKY1ioESQuLvHAorj0esx7K%
z@PRCeTAX~enD<|6Vn%WD-Q_;9`DX;SV#@Y5ahvOZe+aa%4(Am=>3gpn^KIHGHSprt
zpx#g7zQp3SRQFy9)dvsS-{0}w9x-;dI6c@Ht8`}Z*<YnTSey1)EAYBFUUqG|Li>2C
z$~EWf*EXR(>0o#T$A1@Z@bN{BecRudq-_o(Ygb|MzxHOq)UA`#pvLnSDWmw$)%wEv
z6T3`Du%qo@0ijojXl5%Wog!5=rpL={2WLHNcE+EiuS|MwPN5f~rAS>}U909Jcz=R}
zV3hHrlRe*~k~!bg_L64C;c)uZ&Jq|E$zM(2S;HiR>TcYgYo6OZF7n(ksy*GTsXF`n
zV`t{_f;L6Wxvk?3hie=ClgINdXx01o+n%KRhaS!ZvcOl}6R5l9HkF+oaJ}-E4{t<d
z<eP*9>!0Hk1InqfP7X`mNwp8sWi(|xr#(hpp|gG!7RNmUR`OZ0JA33a;6zf)oX=18
zYd?SHvNrbimgwv5{>}Z~%QCMIztP-pr?to|4_xjC48<{`kTW~Y^E!*DgF#LD<+AK$
zl2F^k*&U%|z8|$;zxMvQEuWB(;1b#TJ>7TnTkOWDneVMi13tgL_jfd9xUX;gs!QSK
z;`+;`5W1}pMk?at*B;H}H~0M&IIbUET}MkjDGVDz_9J|xL0e<R9M-;SYJ{{(Z)7je
zcGIY&+0ufN1qp4xzrexY?iT8s1wSpCV$(x^T(z#bt`$_S4wuyV9?nnL7q-qe1yj({
zhB4pqnazmgx6?s0NO|&6Qc)>X?EmS<;ZFAxtZ*0~Fw7ogfA`~+vD3FJ$H&J-lN)r>
zUbioH(=UVaTK9l41R+BO8qO#i&JR+4A-)0IDKc+f+n=9)KGT|;{eHskm6mVa<=L|A
z(N^GPBo+={qf_NV)k1W0jO@kO)5`+m%K7g^0*XF9lE5FL?;IHT9nFQYolf~~)jf_9
z@!5>yyw^xabSwc|8aPZ*nbUP4M&I?~@W{w!V2(J@Se>sJfAt^stn6$K85w3^Dbg|*
zM+>o5U(M>SM<HwXM~sgS8!lg))%i5dxy(ih^)~jVNhusm7hB=;SIuJo{{6dg&gFxC
zp;^`MxO)#xO{eD%|18AFDzlP5)v=f^x2FYbdL`q3BJ6WtPw#C&ATSi*{y{Ta&Sf(#
zXey-F_TzK=HahU<V4ELrEsnP5;7t;BpnEG|&iuDFIr;k3vq8;2la&JNo>C<xB`!-z
zPv(IY+U=Oo@EHV6Oc+UnqwDDDaojs<e1YS-@LCM}VKoymgJ^!gOyE&73-qCX>!F?=
zjdC<2noQ>CLn|Etnu{hAhZS+%|70bb02ljcF#Y1%$c6015l8*`fw2kj!#~4$v<K_s
z!LYegacMMeHC#p?9Ual6o12(0?#Nio&899)x%aicGY>$^ULN<+-SH8I_jby2(ox)N
zo0ZvrPs<vGnora>YihVWcODuUS@rjfmO1%TWWF5#K<2KlE;WD6dP!0G?#WtV=I76N
zaO7&FYkql!$OVKAtHaIdBBKH*XeQv41o#QN&%rucYO9utkdV*|*x_x*31QfIPp;Gy
zR5(tC!p;fb0gmCs%+hq6oSfowAyg0b^}`sPs<7_(?7{vU;@)?McB^*xe&(pp><fHW
z0&J(ceLWq0eXFLISE|-aer%r~&fq|PGAvx0$+(51k!ytw%n}k3@QT2rbLi;mvT<^L
z8b5-!Y41;erWW={_5&8+zO)AAcGUMl*g>UVX3L%v0-F{D`%xN;#opT53SQLBym)Fq
z`n44pW|)0p9gUirn%CJ*`@irwQ|}M%g%8cH<`uSqMFvZ_FFpSA^J7j<PUA$meX-3C
z8b<eSWKY{)u$5%zr-$u?+^Ij;WeRxs`SF6d0>j#(nIeJll%I};Jd?=0=NUqm`|Wdg
zigSGu&Ma_jcY}7@FS+*9)gFvc;PK)+W53O05qoi~s2Pt@(}H?Z_Njz#4&#EPL6>Xh
zmsiIF=3dddwb9LdbI-2d7}9>=_*{GG3av@whNo0ve!hdpOhyJfY0%-H{$LgfH^rHY
zCVUnb=q&K^G`)TU_{S`Va?~tyjLHnx4?$UQ21g(62Jbl@PPvmguP$u1(whH<ytK65
z)E9tw#|W9%`+0ZNi%mbH!f$N2II;IP*3=}~8ZBhm0v7)cfp+gb1~%4-wVfFwlk8h(
z=0DTU>>GtM3*O7SoVuGHcmdYv+;HxhHxnOvUvdQ@<GDVjJSpb<t9xO7UL2C~*?SrQ
zeBv+IAJ=z3s7uljYPG;y{Z95)*d|%Le^d0*Ez~^U8mYvZ6-~MIyKWm`2e2G8_xqof
zpR%&H*S^+#)m+vxHSNLL-tCnt)a)Z#+V?sB`BA~UA>h0U`0?Hmu$n$BMMrIZHWDpu
zE;daU$ux-EGi<J^O8mTjW=lm$=?WexWBAa}5KW4k`n`KQftQDYf50N0K-`OMUtL{&
zXlBOjh6B8LBGxf6G12kPooNt3u|d#nCJ_s9Xjpt}+$hlwym4aF%0BfzH;7SIsU9PS
zs$jQHy$7=&s2CX~U+i~srxVNB-p38%P>Fs#{6)74z!WWQ?aV;gn>TOXwjDsMj}_zK
zlQBE!cY|cqoTU~oU*Z3^lbcS=i4opBe`5fAzE-c^TpusRZ@9eh?YJmK^}Oss*^34g
zumk**{_*SAubMl$IyxbK&ce;1B+YHF8Ft!bFDQHu)|=o=Z9DjxO-hQPPv$hgKAn}|
zpI6O=v1EMytUPl8@&>So`*L9C<fDxZ48lP~|6?A*C_&lT*?IB}lC!hBSr0yzQS#Z1
z_1&jyTZY<jV4MlOWO^WTjNp6Q_F8V@Q0?@b4Kbl*IT9gaKQasQ+Fh`FbXI9*l)z}5
z<F$!Ro=<zEom3-q+}s4A5R)>adCwZx!|CU1=VgL|g0V?S=r3QspiYUtneeCjAB^YZ
z<^mh``<b&f4#E$3nI0SkaD5r;Net3z!vDSR;ii(AnOP=L=7`3(=Ucx#S&Vl#Yqq{G
z?3CrwQ$aq5n@oSpJzoq{_NPfbf9W1wvss<jf2d|3!F%hLqkcCD6_wnv8SY`-fbe0R
z-K~p&^An5Bsc&AJ-<D(Fym_G(&t=h{p;T}nFu0Av8)ESo(t@!jFo|f*6w$eh)2*;p
z%O+iY(^mrZNAfeyZBg_tHPc>~=Z9D~dMX)29iEmP*Ux=>x=eMZ0^%4^k@qg@_wuq8
zKwVXbzkC%aD?gX*ALf4yWA-5c$HI4U+!r{XU)pQu#<Fobq{E^hpFy#Yw14$u@q3O|
zrb{ce{_NRq-`3vf=}tR~!qUQct+!CG^sa`<vwo$ti;1jXv1|$u1Un!=xYMf_qvnBk
z%=~tg;5>EX#tk`j^{aGNa5iN9;g)&sFT>I+d+FyeQAU{Ve_$9NKiP{xa%4&3Kmg)$
zIn`{4YNU#5&Cr+>L@F279bA9(=+T7qc)^VbO{Y=*vWY{GfSnz6rUzhfDz{6!80v0r
z%f55R@m2uj1#-PBh-VAIWHOBr)VwahR~}!S9Up<SF=9jj&>y46`zhmwWlJ~(9nuo_
z>eZ_*6SmoN<)dbU_{79alGm)-qg(R|>m%reP_x7O=C68C%^*NceRcl^9LE(n#sYBd
zc5v(Mp9*Aiz(`u)_|2pJS@`(u_iyXpi;EV!OFg&V-_w4}XZTWTvkFJw++XD4;;=!i
zCjG!)FoTSnZR0N5koU7j(!hGy)eljkr;{@mp<=(haCCKb>16!Gnf<o!YG7`EG%d{5
zRT3tX-iGjq>4LN$+$lG0=hzUk>ADu45f0xq9}5DhixkzHiVkB5Fqm1|@p`DMJN(q#
z@Ga7+jX2-r8>KVIW~H)|7w4y$ftMGrE6A86g)Mi}Y|~op?d;^gpo}Y>hFP}40pwl)
zQLbh2ojGaE^skRrB3b^<`Fi$wGh_uu;IXI&QYYR<JWiMKFLIo$P@a@JsT+vP2DxYJ
z=wQ;>bso)axijB-G}>@6yzU-KO#kxvjKA3WsQAH{71j;en8z?$p8DqQdbDj(dvUUc
zk@T>O*UXyh>gj0(TOSFhzfYe&i7#QSwgIZEY3=)2+9$&RZXa0eG%b1U+O?2<Nfy6t
ztgp3y)&CV7WlyytPid&BSEwE2EwMywJb$K2xEF!<@|jj&OA&Sau0(4Z(izVUj+2Q=
zrlN1T89r3ruT?L*woUnDWm!s}^tHjK2<jnWACtE>(r4SvC)RlxH$?4>e875=^E*re
z&-cA{d&G7?#`934uHbx<=0Sr{`wqYgeaSh1^H;3$TZ!z%-}0MYHGDfc6-6JNpU($Q
z4yzCNMrH_(T*o76qstr+lKxDZ@atz1su{bD7(M~9FQBp7V@*E#Uy<Q|de91T$K<t!
z!4*YTa)NPD%N7EHmr&v8<h(o4)vFH;4M9BG2GPgK?P?SVdbrSakybOGl~0eO=GqvX
zTQ;X_;CNfCx%}Y`B3Fyb0YJOIfBzcYc{l0Yzy#n?6(}&Z9z7cPvtwH0Ial1yJlJ4X
ziX!3v_M0-*t&7KNqkNQ=;FfutsKXe!=XVuV;SUjp`0JCEWFWe*A8bs9)z(Tw>ZM(O
z7k})`M+(e?__OtM=iM#i&@W$Zngkp#QiQ)P8*V0(je_qV%HY%p`viP~wzjr#0r)H6
z)X@Rd!0$}l2%*Ko3w<;1D?B_rbRedW6c~rWK`dQeuGD2tUV48>8;%%$etwzse=oPg
zWLeqRKK|(40WrPFHajh};e5k+tn>+)^6TrbsCo5fVMhn$$hCpFnmcB`8zR5~%WGav
zB`ZbJ%w@&j{~k`k0VBY@tr-@801Yagm_RWZWFByQB}h<Af9qG>4k)MSE2ljf6t!AF
z)g9E`tpS!UkUv@ta{CV0-^X1EJXK&-vG3nUzcce8R8ms%0-3{Dll;07fOv2=f-6ZC
zCXZ{_FCa7TMQY%lMEq4BT9@yqNmA29UIEqI6*z_ZpMs|iCt(nUqiH)REU_TCEHw)_
zwgJV4SaQ68kPuZo_k%WYZm)-ibTrZ=%fX@M=H}ilG^=v~Ak1<oM@v;hqlMPo?*&WX
z88RzkDgh+S+5J)T_Pv!s*S&s~u<o<VjmnvM@G~Nd13+^m3~{57CSG%|yiPYN6{1Dl
zeyg6>VttC416)T=3_to-8wtVdJJ8YTRzqPRY}l@lG#eY+Z&b0t5eR<W63c!+-ri!A
zi>w6kEVFYoMckEL7C_mW`Jw89x2TI{lcc%JZ_Do&;1chFn%bORUgF`(U|3(W2(R_c
z*IixeGN8JA|K?2-6&2MnfEY*M)V)D4IqFUlQZOt0bSS@FMxuF_yZg*sTf5o0{uuTC
z-MjVzJzf^!r{sZuK898C{a`yS_o$8n<((Vk2U4YlY}oF}iXgMkpO4BhShE03KIo_b
z=C=a^_jYP3qf@z&H>iJ)0YK@Q@m@}gJqOm^*dD{u=P1gsHC-bX`1_4YavFc;x2?&q
zrZq=^c<IpA*8bK!H@ndGdVvL0D;+Wu&*(|An|}7*J3WSrXmi(AYQM%Htf@Jd?Y+Hc
z0U&eiz%G)%H3(M!qfdMxD%NqvZ<nNDvw97bZO!|K_Q1kGJ~HopzA-WU+x3^v+AY!`
zbB|$NO&QV;owm1M&P<vWzMBCxk{>u)X&xRlHv+M(m8raw{odzhzWZG2?#5*0?s(~w
z-Fp91x0If?__(+u07W~}z2*u1C9iGxPEHlf`7W$vr!Vd7>`bjZ3uVG*Q_d_GoCJk5
z%v211*2IBokC#&Z0WV-$BCCuk7)&_Wq$9t2JryocoM&oXhJh+R1LO#=t-3>(U*5|~
zd(x_PFl&~lSMdFT>^W{^>%iv~#tb+c06UMCSfYz!ln}H8q|l$g!2YbhhY*fcd+_3s
zTp!w8@Y`;}$A~&!2h>#NgB1%Jm{<xSq}u+I8FQWKDw{>-=WbFuArvt}O&-LEQkJKp
zDVi*Eqcre#f|7P(x=ikSW#DB1s2DBBiYzv+GtoG5X<$Bx&0P^&BX^fL{vD45v=yI0
z5vz4{NrevpqWuklm&zPLR?{F%6@$1RtMrQyeI)@?o>5UDYVBVGY7~d5DvFhr74g-a
zOqX$+cNPFQ!H5Bg>ZVIbOte_+N~Du;v#yE1Y4{cnbe6!kHSc3o*_T0*8<mn4OI6|1
zyR+LZbW;0Jn6hU|QV^?1^zjO)?b`s(MO9-d1LswCbS&t%ARj;tC5%T5=jkt$4c@me
z^9Q#wD6u9y3y{6oFASUmCehXujQ<9JJ#aZQh$k${QFQ%ZM@@<?uYgiB1f<!yoXqIe
zKRkfT<cLBdxVS7qfnreWg*>NF{Xf{vpVI#?1~lzzGV2dPQYOg|KsF9~gmVHuv^&B*
z8ZZZNc=R4vehLr>75s*?Gr!DcR+ul9TAyiPsq@(vl#KHH*pg2;VcC0nxTWIeR?^h}
zk4I&^pG^e_n-dRd8UVC$3yuXPB$EEIu86i4H?gcShamWa2#{?5AIaJOe;jXG%fhbZ
zgB`4Yk58$<r;INbPVaxvY?p6b2B|S);rq5Nm>)KTc&ViJTL9J=?WTj|Kzs-Jdv*CD
z7!mV#ZFu)F(`J2ObdwhR@|AxtzxCU@F8Jj|5NqZthONV(foXg)a%ZP9-D;KaNyUku
zTHJPLwZQhEz|4mORi3IDGU#yz0athst9;Ro!z*`jmj$uS#1Mt}Q_ENU0tm2VaT{>&
z$%WqNBo}YAUKBub;b7xi;}LMDhc}q+SKhyf2HQnQ3n*;GG3Oco==YGi57*qAN#>@4
z(Mzmvp91{$SE(@47tg{o#(wXDCl569p%a<$dsSu>stBPe&^gE7y@sF9K>A9*m0(&N
zf^QXzP*auA!IG2P>gUFWKKE8r%ko#Tj8h9T2QH{howYMC+;Il`ChdK>-*Ib)gM^rJ
zAxD*J?twZk-)dnlAFmicP8@ODa3MWTrBPG9=<OODni?EY73}pL!tj^}^74L^>(Sx{
zxD+&zBzk$&)GF$8CMW!lOtDE5-?0mD<PkO816Gi%0BCrMvdzkU)jfh(`u3>YcUaJU
zsU<}}KOIuH%ES+Li%)WrMTv6JohR-xrxqgh-ac4vYq+?$(SO<MT=o+Kn}gohNr{XE
zHk^tw24Kma)iV#?m&nsLj|8^rm9s0$MzObl$cqIfsu3sI-r3s_Gre>k8n;G_5+02<
zSFTQ`U(VX(2l`<>TE!ibwB9@3P2c%>r|+51BRuG<_~K~b=zGVs3nTET-xa8Z<k@rb
zpYr-(Z||v+jQ`>l!vEgM4e>T8Y;J|!J}eZ143(X<I2p+wzQ;BZ-O?i7607=Qxj%Ue
z!gkS1d_HbZDNkTauiH(4W;IsggjnnPv|clxPU;4>e{51W|N6cr`oj|~YTVn5tMp;t
z$m)kasnJ8Kq*73$w)XI+!g~a4S>8a{puDTbPYB)i+Wy1E5_rTS06j^IR`}-0xK2+t
z$<q71Ii{9rV0~QIz(g8io&B=%ca$rHd_dT)3xSZYSf3;eGl%foLy+8}H8Zz_ma&DF
zJuR#?OS!mkZs15eWhwwoBqJjNoJq;%I}a$x2wyA<dqmF_%>zMA%VOeS1#H)W-=bsd
zl#H>UuZnq1Z$h~FWe6eG6V6}`_-def#1iD*k|l;>AH^Au3rQlrPz&9Y6aBxhO}PGv
zs_qu&^sL<X_$+SJ)T}Bn%BMiQLCEttkwL7VRHEU#nrgBZ48^Gd(Iyy#4|YUvrnUGt
zi8NXJK!o+@ClHj6g{PLW4#b-bEZCj_F{)A<h6UjrGFZ9@&vmNz;6mZ4A0w6oIYMG{
z<X}77o~+*>mk1_~o;$bVK>kqc8`^ru$Rl+7f3GUY^z=DMf}+t`Rk*>KgfY#iFmoMc
z>$i+NBI4J<(*HS*qOCU)YGh#0#;jmx{B0Oq6c&X89|SLe{mYjwEJ!BhsSCo9BR3u5
zulzA42UZ6Gl_@sdMFJQimaju%H$o&PKQ9wjp8n_I^&PMN_6%!!Q}!BhgF|g?svJ)R
z+!OcTWwApM@#M5m;9H{AEtmGINuuEZ`fo{1(p~wNBS&Kf+}a$GT`EB_aHK_Fh3y0@
zV-z0>zo#xD8Y>#7^eH~6Zw>kH5Q3V}<ABC<>6KV!6%ZhcLh>0`<hPy!Zi}SNAk!Eq
zA{_ydG`HjdyEx|}emmgI3lu$MX<jrT5KTi#mewP;FU2p)DD-(z0W7etMoB`f*=@p4
z3uA47r^{EoCo3GA=bFRzjRA3eF$U;F^f&kAd7w5m0fZ0&V2i~-mfDS5p9qE3mWy!{
z&_?l;+OJ8nURSkZL$PNv{|pHmqTw+21E3lsXrrEz{w^``6`;YmSbPB>gP}Ssn?Xfh
zJC=Tc4F#Z;)@3>ExhKLzKG{Zh6ncOz{;ZLMPFnwOlkaLAAQ=GD?B?$73e(`=k@_o7
z{bU@*im+b2dUYatm;50hl|0r)M0}+SM~Sir>D@T8Zt-C)UX~>YTjAJpaD71=2L0Py
zJY*tf5lC~Ol7#{O4&V&fL8S<j-7x-vZU_j3A=Em0dr7^`JUu-#1D-Z5^`*xoBwRax
zo1Q+CyL`7>DGp)4X)}S2Dr3e|85Hfd!+~5HX8!pBgePWGF$^S<fBgO$)qQcS8qbaI
zfW(Xd<<O_;_B1hP=B3`WyugiTk~|U|7QDInP;eY(G3!Zr$@6Cv!!5**8vnDo@Zy$y
z9)MDt0Tqk|0U?rHi2@WiY^Oj4V&&$}9=96X@EqGXxc@pHqi^d$56R)FpxmmP`paH_
z;6m}i_7$QSjIrx-=mK2bo0Jr=-{TH+K&;XGYLY9<|3eV`M!$TCohgst(l;~2f(Q)6
z6_FJ*$V!7mSyc>zfsqhIgvQwjLr2G3Kyb?qGzIkEYX&j)J9n4>j%=&--gViYy;}=}
zG$`m55p9NfLjbH`NHdcGW0A-=D!<CBm;W;c`Fzu)J5_=TFt~i+QNqAmzc0G2WC|0a
z%ew4ru-pS37Of#DQrGZVS|=?2stVs0MjAH++_^8cA$)FMkUk1Zh+^wbN?79qa^oP&
z;jv#8;6~w(Z)tD0`rYvc5H|wy(MbQ3X8`2Qfm2m>bw$Eb?Bb7iV%N##RI_wOb+908
zWD+J<GwI)_=zvd20b;KBa*s^Cb!S{`AxtPw1)OdaFhB22mB0u+xv$d9f#54IABKX0
zI1haA!fDERw4E*vV?llzMc45XvT3#H>f=DMmba0m;|UQ-|84uLv6?t?N}F0IT1c*>
z#mx9~&nEQWD?}jtuCO{{xiCkflV06~{ZA8wo~+>CL4x)&F~zxpP~&De4n#0?m=3}V
zHt^7Av2QVKcvM1RnrhvOH{tEkfddQaz-UrbYm0{I&dYzdVfuHQs_I?@m6h|WQgL5t
zNG|JNjQV#I@^=UbDm5U9&f1`yPiWDIO=@}r!VngG)xuCj(qnX8grU5jf2+nLDh&|4
z+TctO{fHK#wJfrH`{yC05FTFP%o7)35WN0<5++|KS<&NukwF|?dd|%AYI~BX{}tDm
z+Q1DfSiShvqVpbf+pU53hmdD#St_gIBMsHMEsHHtl@pC0H7xbka)thdW^f(@cV8MI
zOD8M^kW@+(aVI>pU;a6Nlrk`6rmO-X+foVQ=q!KhyXcw4&+xkbdqpQ5GY%HzUlx(1
zZyJ?GE+6jt@A1l7x|vI<g%&R*V<!JO6lf4oRk8g+KhEUZhBt6OPI9H8T?I{#W-8$h
zYNYt`mvR?gG3fve6r(?y7A0cT+P(ZKk`c|cC~zJ<9~KbOkZ__*>HgoFZlYX~M#%Up
zpRAX5eL+Bv-F8W8*4H6%X*~CR)jvm0sr7F~`)ET4y>4-B%2K&TXBR|BNZ6@OrUGl$
zAp9`+ge7rf2u=hYquQy<zBcP@c1u(X9&^rv?y3iZAgi&%*+8;!>rmmhIyeDU2b--w
zh&*bcK-S0bt<<incO#r0vxX=#!$uM`xG}KB-P&%~s-f16=mhyDB!oMQCq7vO-TCj+
zbZYGOPStjb4UvPV7$8@mDVlUkW>K2*-Ed%({7}K4V@X2`?!Ray_cn(oz9n=vf}RAI
z6$OJlrrEzY(1voe<VyXsPbbt0FrAdT-Kq|=cm2D&c%N1iTk^x}#o{lINva_C;v2Y$
zdK9Ew`DTpVgp+r=e7aGU04)t$K6DEiZ+Rr9=G>K#3qB(JgAB?QEAqt)a!PNcp9EWr
zms4R$y)_><>Y<8F7r^RB_NwNFM$0lHEViET#UF%hp}Stdc%v6*5O=>7xqiXCp`(by
z^xH&Xi0d*5SD?b`?MlhxK!-;ug5MOWg(w;1c~Q^kIhN$No`S7h(54bXdI|}B=0pi{
zq7b6E+^8sY?4OvcmhAr?U#8rWi?BEab2nuvnBOUl>*3-H_eGhZ{5u5SqCa!46v_E7
z2V!C0v`@psQ&6?;ccGD&WSu?y9(wZTb#XYls~vi0o6*}lE0CwKqTLWwlPKdSV!o*o
zBg;hMJ990VBhr*a>QY}vpPhrVr!kxWojO*ROip>_EWpNJO(K*RrLl2FX4kcTO_yaI
z`#JvO&WK=6A<~i`F@KlEnrq&Dk=__CiZQftEPv5YPHFh>fw9tQp~lv+b6v`^&l+Da
zN~sNHq`%U1Asj(|mgxMo_Qn96>s98;$8j^W0<Psg!~+JZEJ6f1z<n^P>t>n+XzUk3
zkB|%U>%E^^ZXnl$H#Kb_s6F<X!2lDv1G~@J&eJg;?iV#UHv)IWRPPryX|*vov}e!I
zV!|h?uj6F0AxdCh!}%RF@J8w_FUp8TNEvO|;_a!21u?2*uTA2ngfk0;HO0~6=XOQ@
zr40;T|0wZ$;`>$siyYf+ESdDeS9OHwTgAR2Y>2BJ0sGh#c|;f-^5K@Ko2WOOr--8i
zo<zp>prP3I7F=FI6iHa@(^r>8MAU_jgoc=uvhHP)FPOU_`e_xR<U(-90CXonMU0^Q
zeSr*xh0&@@n4<)OKUGpv5@_sDzIzwzpFHcoS$Al5yG`CnA(VKfrId9#i7z*i6zPdC
zPGr;?)xIge-rr%qj%`iK)_)Z_-T%k+UNsK=J2IS7!tKo*`9)u;rj;k;G@bh97S<X;
zeJVXoEz<uF6!oh762@pSSOG+GQz!|;KLrBjH~VBS8B1o0ESg;aPkvtExiQg8kWTJW
z&J*A2*4mvRV)N(`x!Q|)NhnA}3@b|Hj@{@8FX77Nb75A<gF$`v%+Farl&<t8mCy^q
z?PK6Xn6Qt5OAnF+uV{bPAoRTi$u-o^ABaT%)RD`JL)j>LA>|pTVuRTDc&gmngtl)h
zqA30)f^$VJblM3<>1~4ny{m1H+EdqtDz+8XG*NQhtqsMVFXxZ-usXB%HzUZc-u@=r
zi0Ag^L2@in4ElFl8!7_<5;Q?6RDfm@9B*&$KQj%oK-d=qtZHHFf>)iHcv^2P1Dl0b
zir_0cr>-Gh)KC<S)*KfKiWTRl?W8(|pw#pYrTxF`b|Vfi7zxff<o^!ZU2T!JltiBP
z1zrS$1_u)$u%A@yEVNs7#&H^e?xXhsC$`t9spo#jKLDS<+nl@ne;_mJIVz!tyr`EV
zp1dfUNIhhxB5NGBN&@N1+wQ8Og9kEoVvl-P@u3_;e@Nxm6y9d`O;r4KKl7I<qJ(G<
zWD2GZNETIF^`~%86B{q@y%`yx!NA%VV2cniSp$>ufER<?5R&hV0Pq94J_=?Iwq|Ci
zv*k2`ayeE);FVGdb^Txuy(gGu_er6ev%t0eatV<(KxDg2hK-AN*d~~8{+tRsQFy-S
zqcVp9PC_H)Zg}UxyHEGt&3Ew@w!ozD_wV0n4mCA3TeVb}UIArMv?gZSDQwy)<{2i7
z;qj`VGEHR9tm;IcW$|}>Il$t#s1C~n;S>>&Q%=4u<Bt0A0<$UCYHvI{X&xNc9w0w)
z984}NSnB@r_1*ltFQV|DN+2znk@`qqAdlY$lx;2GzhSK=?{suz#B%hjDQGI$c=<>5
zd8Tf+qWwA-N>9WS#Fl8i#geS?6s9-hl<kc=)_wFO#sQR7D&OCXR%Xn<E{IJX>STJF
zF>ab6gZk$TcJ}tgt_#XA8wWl74>+!-?JxJFgaPvQ&neIm*MQ23#~g5E5yc|Q4B91b
z@bfEsc$`bx!i`q-C#$@$8VwpjZe0L{K<=872~a~!eVnp<e}2&rHD1><DX=S#0g-|u
z7o9W~is}yKyE7l_y|0Q$drNk^@%$cr1dCZrvNP$+d()>+TCZR0xK4`4ig-((j43d0
zU<PDme|9xS>N!6k2!m_3>KP#5k#n&WiLfF?L4fN5I=a}z#Pl1cy%t`d$l#MQHhy|%
z76Ayo1%NdHw7jzo+LhRZ;*+sdf7@zn7~~^UF}c)2AAQZ&IBq`7JrKCJF?RYAjs1vg
zUunc6(_$l$U^DUIdBgM#!zwI~hJ+W-2d#}_8FbiSFAo3c-wn9WpYyTXocG>__yLk`
zRWIh-vy}l-WhK?4gqu{sJ-;rx!uuUW?Yg3b4ISOCX|u-{P5N-Mtxfd1oEs1?Kk+5M
z;l9wpU~FMX9g{_P9M19v3x)pno@aw=8xKu?>xq&Ef=lX>it?7Cnp*cdaw@@AJI^26
zbdp{9i!Nnph3A<wAr&2E`!aig4wv01vtrLgFhRo5$G<&}ITv1Hlx>Twu6|A}aZOK0
ziY%42>&S)vfuWztmy8G7OJ5?CJ;9TS=jyFQ@pCB$JPe;LV*OS`M){yaVWYY^=ltTf
zbvBtu-a#g6KR_Js6I*}=4WojuTv6-hBa2%U-odM^y4~UEe^}+IE>{>wD3wt8gbLd5
zcZY~wD_`#JQYF=VfvQZVSRB{h%hSrMLtmwE&EHVHcTC)N$ipqY>Oy=!*h-a5954H>
zM#S`+<|grF^5M;Xta1Fv$C)p9TXg>ADn$`wWaL~#QnRvV(wi2Et)U1*1&wRKL8x{(
zgysYa6sFrA4LR}!KWo7`T)J8%rVpr!I?6dZ%vIx=Yh$Mfh49G!n9C0o7_7~(E26i3
zwkWC4{WBW!84CWEG|mpJOtVEiYBrgq!&#<P`UCM{ss~7-FcDs69;#FJ<8GO4mYi3<
zYZP7;%r7n<-#WujU~qvRcU^y9QQuj#uMr}`jWx3Fb=!VV%pXrcn>yA%2m|>nQ~u9J
zOR{luBCZ3tD6wv&%@vGLBX9lFAg&@*VAST2Vc}m(XH~Sw-Sjp+Bths@&dq0T+>Frq
z4ORV}VFDemS=sfMAb0Ygs|9g#+*ccLqXYmWjI)OnIZVpdH1QSfCWWIPZ<h2UwyIk1
z*8e&QDYZD<$YczsI3;oP=ks}o{hlJT2C^N?b<rQnINvIEPv4a%VjNVy7fYy$i{eA9
z68_tp1)<I{R2P=CXRZ7lUm<K8C)}<nmrEmNA1D&K_a!b1o$I+@uW&5ce|3qRO`Pws
zD22wKDct*c7&U3AH}O<>m<UM)u%d1D^-42)IZHnffjo`<WpgA8@pq8Yv252>MNCH<
z^6Ofx8Rk{2*#klZcSM&N-3rXr21t3)Mjxg~a=VCf+wgI%al57o5^9WPZfo<tB8_~X
zPe@A9ZSjJf_L=#;-!Hc&6>a!M-@GuS!`y(d?GygkQVXH+Srr@woy6z(*pN{G6;I@T
z{;JoI9v5r<7{NqED=hJKat$vQWpbOVak}g3q`cp{U#(ypE7v&qZ<g-b$?h^1ecT`b
zJHc|F^wmbb)Dh_Tu<ClV)!@WVW68}!`X^&*W`sFTORW>?j~}z+C}MSgXU)@Wr92GI
zL(_}YQwgEd9+1jsXlR=HxAIBwgH+~vH-5qA+zf{Ui9enPcEUZ2sGGepZZn8;`o-JN
zUl#-DOSqwND(Fyk)t}Jh+<g4kQGI<6FIEY$@VWq(yUhwuL)0wI4|Qk4^$fv3p~^P@
z8I$Li{TpDtt_B7DgXuX1WrQfK54{R#LzPbEPYROm&kAGoQPiwPj!f?bUjJZ>6|X|@
zMwZ_b^pZO^8t*OM?(}_pYZ|Tnmmd!z5ay4^s2-mDW<|WTGf{8Vh~7yuRMHA*5m)S;
z-93#W<z8})F+#dyGA&1jF^vgJ_w0A=18H_C_d;+BLb(QX1X>iU`@U3$C}JkH@u66a
zZR3_<3rA*i-n1IEyuFB|w2RFR;Sxy*n#j>m?+*9I%*M%wBd3@-(MSbLuDs>h9W8B?
zimQNbw`7{6W@!G!-MgAeEgBjwYHTfZT?B0>SzK>zOG%Ef1FUe6SmTp-PB9)l9{p~P
z)x>~TMOnVQca^Pe8}o%n`*=o$x|DP<S+Ga&rqK1`P--Ekm*(>FI(trBS!uO0WRTqE
z@1)+EmwNlVCpo);Dk7uD4ZRC(FG?&q<ONv_^Wd@y$?~O~YT&++N9Q$k(n%nz9N1Hl
z;p5AhzB8&LA11(ZQ+G0+XPZUwX7>o+Y{9fw#l;REA~Ub!Ajy2hz?A_F-jqTGoE;$Y
zg^8@6T@G+NH`cF8iJx_eeG7~Kc=Ec^wf)?kRV~iKwM~$VmoO<y%%<&Pi}fF~Ys;Ok
zuhv~fe%hdHv>Yf4S|$kINmM;Z`+j%h?D90MF!;sX!}mB;7ZNP^zCbr92^bHaybz@d
zkR_>l%KKT=#_kxS3N}yC@-jj`{4S!r8WCB1Y2T9MW<jKi70iKlG`bX&TRFSze9rqu
zx06jM`rf6RSR1nlc8qk{HR^U!JbabDjGI&5?Ux^W6?WUpUm4vPJXIc$Mzv`CcT4P5
zzT+uebdu+b-N9${Oc|PqSdkElqG;)d4HPs$%p1)l_-JP9Vv;$uVOy~yieu{o!}FPo
zz??50*U4QS29gEWcu~cdQmWyhzj{K-;`6zXCgJC{6rlQ71pD<z+a~Ay$M17rENDaq
z=lX_}^MSdAgfBZbwu%#)<#6Ug<(mFm57Q!~#@bom@I~6taXN;uE``vRyMTv^D+jXz
zGeaJ#{_TN8tI|$;IXd++b0KP)n}NG5&Wc^H0)xyG-k7pk&83wVWgp4CYh}p81r~|!
zuStsajKi@DWJex6N$cl#(Lt_ZPI3hm^M4)P;wym~ZdeUe4JP~d4%3>TYh`<b`q(*2
zuX-JPZFu~nKF#!+tApk08UH?-ejng#c(h@oWf&2P=CbR`T49h>Og9<fpMPiGfDh?#
zUj^N<w`82#4ByS>jE^=t#=qIL_S)TK*zOnOmAv!I;FE}rU4t*EoKf;yDESF=o*J=`
zcB@84grN#<VZ32+ASf79-ZGB33t(JGqw6;HhFUsR-H66&pRzG~+gLn#b$t-mL+A6z
zYd{KEa>0gQH<Zh1z&jjk@NgzUZP4bKVuzcCt_lRX8s2FRxcI&BpnWe;I(pz4ULGPS
zaPNxK@uY^1c%CH36b3vCOl4DLJQrfy_@vj38%anh1nQh0V2>5gb2Nw;`E6WOJ<VoB
znHK*1!r3`gc{~63QW%o^)q7RiXV+$^j9xJhgN%Gs02i$Pof9gfg?M%K%A=qYj0f)M
z60(#~)rEJwxiLUt!Y>u@{?dY%)Zxn-A(LDj1#jmnxmlXi$bN-iujGwmYe(EdQWY3k
zDyLndy<wOkg;cYBP;B6Ur!wH0%ENL+5JV6~y%fP1ue2hyuES?j{q1F^USj7vc&WZy
z95;H)8rg-cFUp9BzSa=*-SXvO-)Xyf*RiWCXPN*vT-fCm1`iN1W$_he>8&)UX!;=;
zR4Ts{6R7Am^Q3X1oYKw?RkgLBNEK4Lm-x)SwB^~1I5E1)U+&56GdM4dF!XL!^rTG0
zX&70yH9lP4rK6)@djoSX8$e~z6GEW6%5cEOMU5OcRH<ur&vWcj@J6t2e%oZhT+FgF
zuBQ-_Mo&?)RLES=Iej~3&p(>W3$MMOPd-$RaqyIaf{<8d>3tos1ZX-qxpLoqbm34r
z&WNW%iDkzk#IJ2RLID~fbicYmK?1$Z{R?F4<76??N0OmaE*zwbV~vfm&pTdgk_j|A
zx__QSe|pfgC3cy>4J!VcWDFts?2b1{RCsI$3<y0bt#2VC*IP%)!Cr%S+An!oGnLpi
zx<i=uSMo`^I0c#P0khBL;!Vchl9w;oviYEy)AZSN{j{(KnP)_zw2o^DqoT<OHJ{e*
z&4(8^ETgnqqcF<reNk%RcN1Eonw(;UBoj!jbdZq*1-lKS3n5HFoNTq7Hj`@^gMF<^
z+3Ar2BZW=eTX({`>lRgWse<+=w^u^HdF6&(QEQHF+AF;bX{tMYZpUZZy6C!g$V7@C
zBzc=)`y|&=x%&m2^wo3#*~&vH<YCBDKEr6sQm`A?sEs2P6f(5O?>+t9>cQQ);_O*D
zL*#q!eF|03A<uk2G}VppXjR4UXqYTV)n?ZJBx5$K^mh4dx86H+gkEp8(Rn~>^9u-=
zM8Fpeg*(jOdJcrHOEDIwWA2)|$Aay5l4ixhT0Cv9>oT#*T^TpMu29&`c(%KA1sn)i
z&y)0e($n|ns(CgY`PdK3@oNISuae!_Mcf>8Aop2X_(RcdH4)+-n>_YyxK7oz8gP9(
zr1+^1m2Dn@Wx;b(U|H@MT$SZLj#YJRVCfobM`TdOC{YlbK;Aoxou|6Okip?3o?pql
zqnD?nQVfU87!I~u7q*-s#Z6I~xp95-FroLE{G7~hqa1!8&_^vOQ_miKY?srCKX|IO
zrgalVxj^o?Dvi<z2?L=69^x9fpW(w49TR!pqLIRnlS)~7Fz~tSu_%_Oh{~VQ()1S;
z!@P8&G*_D2uptm_{i+VM&;AaMZnKO<4ylvP`(ZyaCC=q1b9pL|rRlpfeW~~O^^Iog
z_Sx5^^6DBvA`&E>^xys@jnXQdkhOMPD3H&zQd{YpGC^`Q;zNlojg7NAaNc1AybS11
z35L61LC<U>5Vm$eYn#<Xne8o^C;O|za0Lh`e=*QHy8zk}rT81p{>J*#+%gJ*F9BsK
zorvAF_n;3aib3q_?){Kw_cHQLs3|pKF@!WC$oLybdx3($B<tMtC-yGsSjwS8SzaoP
z{5;Yu@2<TklcQg(vS{bZKRq^PoG7IRNTEe{lx_UV7y_%p2r9?=kbhlHB<M~~qog0s
ztbLo-ljZFRT-<zYMBbGt6i(?l+t|WmbYvKZ48;y1kLrDOB|CL8>nt1AN)=Hbn<aJ$
zw&I?hnjy|y1lCDQ2Qe|0QTa<u$VYV2|Ffsp+2a!Q#ehaLYPg{kZlHs^Mu8y32^2LX
zXb%TD;XjoRmc{5~1EgvAO~T>+WFQ50bakz+YqL*>%xs0_nEAyoOa{23MPGjKyLS5v
zrkvsM3x{CR--h;^96We&o?6$CP91bn41!$NzON@=IR_jw*Bm&i*zN>WMJLF6>NOiJ
zE2pZ+zYM!OON?d?RV0HtAivduivG2sFO@iu=$A=s?68^dbEQx~9@NPmM1)<{ICQBb
zcP(MXM3F*+oJ~iM9betDZKy@#G4|O|f||znpDhmmBQuVj3YgW>!42-9OOY57Klzhc
z42Hd=!EYbSgAR_E$6&MtBVzydA{C4g(FxRUV{g{(_I9M>uDtyctQ^Y8ji9GfvnF8Q
zN3Pu{uv~f-$LeL}{xg%GhaW2*u(;wEdt5AsN3~<Mz6=4A=M2$|Jg@Rb2rGXOHnd;q
zT);c@Y4VdH2$1E&BBW^`wug$YKzY^CIZCLaBf9y$RCPV)g55F0hpiexg$x?`_o~A%
zt5y|o=PM0Os6&ddEu~ZS3KtXv+E@W!c-#4x^ttQ*A#9oeVY9F@fRquao8yh>6<o4$
zF{M_Gp_{M-Z~1QIc%~<@kFud>YWKO6gD0buH3DF%lAgZ(qgrtTy_dm@VOn~I5nW$6
zTt;-ho9YM4u|hnvVb``5^tRl2ApYYfPPHWa2XB$938iaPLT%&(AVqeweWom(pSQGr
z5=JW9*V`L9xDqnCp=@KriBPk1O9y>=qP|ndyUPppr<-dD7_@}MTEg$NV2&o-L7Q;c
zJ9uF4*lkeJ<B}sWuv%RxzbE0~N&IJ=0mtWH^QWuyWFj>U9qtj}6}c=nWmmongH?mM
zoV7|Y?ZUuBiFPaJ_vol^%yg1`aX@}Wy<1Y<zUx^YI>{k&r=r{7gIN<D6?rVE>zBy2
z0|yp=|Na1ap{$L;Xj@!-JeX3$*Sf|QVHtl4rnQ89O=_mU3WVNM6)&@~K*XQfX6kq6
z@RUxM^<FZoCH20T)GVs<PZ*TCRFDJUf+9XV_lG*5i-AZ=U$U{=C#wSf2Wmu>T7X#!
zw$qN1s6<}<)l+gxLN<j1O}RBIJoWAg&8;(*hjE_$xSCU10#z|dii0-f?zi_!9vK@)
z0^!sW$hlC$%571nsc_H`jP)>??nyW1<5uAQus%HbRCRtZS?sZ<2lvOqG@}dXOI|ze
zPLraA`}aXJFsH+K$(2zPcM=o+cQWenv8pa9e8^IRA^M?QcqKBZdO+uwwzXe8oz9^Z
zz8NohNmY8gjK>}Lg!o3;;9lW!ZyFJVk#OgN`_@4}_?p^vXm4$l3~n<8Q>Z9u(8~?a
zfWi8${}*BiBjYa#24Y=+Ql42=MF%?T+d$(T0|^0Z7Dt(3n@uSKrI%7dC#>83o$C~#
z!*@(FQmdHte%hQRk^Ui-kczxR{vG-sbb~ih*a(pL;{Qi+^&+Bu30N-S<5V!n^R0EE
zH%SQJeW`opsaJ^bj|E-+`nV3_XoMhNMh+KBS%p%nR_f;5v?<Bfrd^iC2EJhd<_dP#
zGy2X>TjkKvJGgykEFhs`g4Hg5ac9|k??)s_PzvR>;(?LI$(Q)6-13W?P}M}c#sRN?
z_akjzI!gWL-&;<SE;-fgY@FpSabVOI+?TDP>y+Hm{TYGMLD~m@*h*ZF-}|ibm7gRb
zvHwifg_7-reF+<p%pZ(_$C1kv8nbn}s~$(2vqk23USzlMIZUzWAa~V$mIIFxKX=!H
zQdQFQp*B}`1U-__-9(pQ#WG-jo;Pyoh`Piu(fjNMlE~ae`}2BkA?AwpC$~W{sTsh$
zP;udUT)fMTp-1BXcMVqgw}=!3veYOsf<9BEyP3uW8E+aO_o&3EVO>dXR#h`gD=7^q
zcU;;4Bq^p8-h>CP4mPJJ>5IuJg|dPGI4f>oq=Lo@?3M$+U|!v-vgFd`rPd*hh7Q?S
z2gFKv{|H?Q0oY@C-SK|6%+V|kG2LzGNvbQJS>U;cSKY7P@W|L4E+7jUXvAU0fx{HM
z<VD44d&{cY$<y3!pJYE-K_?L;EddYiUutmx7JdZAN01I<x2FJY+R@qBBr<9e4D72|
zXr2RcvvVR<jVl*p>)-uU2X!QW6J=+)L^~XSTJkbhZ1|wn4_7YzUr7bwR#MP284X5R
z=Z=@t+reO}3p{`Tlzy-E;&wp2Gp&ddqHmg*Uc53SPRo?AWb|}o7IN3P?B~on;nTD4
z+CzH88AeK+Fe^*ZBw&z9lB$&Me|~1;FEa)-u*js7rMhQ*`ZNb7rxXJMWPbVW_Ncb1
zst(QBwMOOIYqUv*=^DDEBnvjv*4m+e>re^_3~_0ycULR_tW45w0$W`pa|iSq2Z512
zRxvSJu^B%hm`1*3Trmq~5WYt<Nx?G?3}RC*3Rza12%nBFUAfz8t#I85fQeQ^e-SQc
z@uS4JSnm(_GcDul!}|Hb$vpgbh*YH%9Llpt3o$BMS`_aCFTCNV&3_Xjq>MRR?kk_(
zWq=Wcj2D!Yy4ZG>pSgsK`G3v*+^Ugw!r?%(-K7@V)c!@rY{-<xlgwce<HJ|Q6W>+W
z!Z>lZ;tD1f7r=mo9B7(Ondau;z!5y(m)D2_thJV~iZ&|s&i#fh-FGSM1y9+@wp}=L
z7xmn01v1RG<DNe2VFL#oku>rypRIE8b>P_o3k6|B>{IR>YN5R8{;v1MO-^}*XWxde
zOsMfDt9M&-BCSBVLdbR7Wgq`;JO@?jQ+G?x8UMqN6%`fz2i4V*Q(%1L-!0k^i#H#W
zd=YLf@iO**xpDyL9C0ry%_n9eNU9<4Io0L({g$X?L9|3!o@JZC0^2@7XhcAK;-I|7
z)_)%c>m0vkRoNA;DRrzOP-cMj2z@1XA6NPjz=FbRoFX(XHyR>^@mY|OMW+}rf${>0
z*G3mDxtbIE8;taW5!HDxfVr8#N(f+0H`Z-&#-$t#R#11silFpR0{wd~N~}P+T#Vty
zlIob%3m`1znuQyNq+xEERFS8;n}Bw4ST>4{i_4Hjm5#%s=wOuPnR;x9B12>r0=2V)
zRt}>?s<%dc{y|_&MO}K*(k)HsTb2oQ5{K{iyTM=&Ap{Qv-WQ+4HOO`6U1=Lid``Y~
z`+;TKFnd*cvY;`i8fCyl5sgAi6WgS}oi@tE?<IwW$34LX2#zi>MU+C>gJ>|91a-M-
zI8`z@Js)HWDL*Gb3Td6MN%J5($K=>m^?Xx(&Ov1BNj9%ns5Qm|O~Nt_L^O>$i9=7b
zb-Q6vh{l2w1^Tqb{f=&f?(Ep)<O%ELK*xtcibS1pPL1q54LCf6OUDX|HD8a<0GEcw
zT1;I0Gu*QLVbq+6D5#|+q3r>Cn*5d(%7rmRQQZJN{zW%$kK!F@Ew>W{GI7oJ>3LC(
zp@w<}Ah_yygyb}n3U-d`pzDF8S091?nrpzlh)0tJK^>;Sp5L+#26BeC9)J<4QcE@j
zm(H-{{^^R^Yi{FcT_f$!F_M>+>TxzjT$DnQ6OUt28HY+`gBKqjYZAAyB52CLok%_X
z$qJ8yj}=>~JZVu-9pWv_9oov~PRSO`pk@TRckzoBNR3ojy?b3@&>}G*W{5dgINM6U
z{{(~9M0AC;WQcO3;2C>(<dT?P5VxJ_IU}?0I`SGV?Q>;^5XDcc6W5`j7I8+d<hisw
z(`z6!dXym6h@Ni!aA&{3@Ex@ci`hSUXgOjdp4ofZVlt76nFdh?j*jqTFFeI*Q1+Ap
zd>;ke;|@1brBQIOX??1$xDJt%_Y6P#KKuYDnLpE`gl~nqRNa?pK!7<)FmIrxr>UO<
zIo$ZCnzn#P`vWilv?rOh1l;WoybJy|h9fXqt)-_IYFLU=5)_rsh|}J%;zHx$Q(BZ5
zVZ|XpN7!q|q4sV8o=gMYF9}?mK^?a5+xfGoyKwKL>5*YY+!)6$GTE~rFyO}o#x%IV
z+$k89&roeuQXTrTTLr$AB>r{ZvJZ<8csdcmcl-S-SR!wRZ{`NXbFOQFrWH#;kV-0?
zXQILOkvP}x;6+44xPX!K1$dAS1oM~{#bli~7;{t8TaX-Oj|bZ<HclfCk|>z(-cP}o
zL4YeB(cv+F{-@7$Ko3Ct?$13eY)09aU?P_ko-HaVEtTTnm(O_Hp2=5ZRoxQBgHF-_
zwsaMUuau<|k~R-j8?Cn@bF%fmDmj%<imp_Etp}a<B*Azjt5F67XhP-(Ob(EBylK!k
zRw&lCI_h>u>KZx;!8=nZsZXMa5wM8y+z0K#-5*VNK^2>JT-zmCT=Mj5uOeVb1aIYy
z+~ij~c}72R_+vrugjt=&y-pzG{f9F~To~aH<XOH2GelsXg9C(D;7+&rJD-896@CSb
zTwOhqh9E=X@mF#WgmWxMuJeG_8OLjRecEBT5a>uTy;sMGhB-+^;5=~8AV9O{G6jih
z)j|!`))cfo!#|8|yKoU`VEkMFUgnG1;0>wYto*4%Z>sJnNt1(&2bb!<O%i&tdI(0*
z|Mo__ip8+n+N&9LCt_?h<xS#9ND(Kl{P_Dw?PNimiPM)$x7Un-(qYN(7{DEw5k4?5
zpghTY^CoL@ejf>&=3Kz1j24Zz7$A)lU@Inb|1fcu_*rjmqS=k<K^d4#Q)tgr3Y+2~
zBZ04^iq#Rn9$kC&S|(Oij5W_*O|Vo~d5DNHTLx7yUmL(IbO)*Zu7pyvEWnQMv7I)T
z=DWMy?CY|}02;VLkQH&?okNoj>ykKxMNhH_ouIYqZw>@v0%VsayAoN&JvajxQw_9h
zFeP>l9lm<%PDi8vyag99_)C<YmIq+u1pDDlR3xncscl8sxC8vf2{Zy`jK>6oXhFUY
zCgDnXo&1e}kOGE6v}*NPr*CzJR#c_d!oovEBkQw<CBFqX3JiTgL4)_DNWgRqGuR5r
zTQ}r0=(ST$@}tE8`OU|5BhbM$=_aaR4)i^hwP<{3=_Y^q9s~1J3Mn(4VBXB8CB6hS
z(SCHEsdo`)ge&O)FnWSIOapC(bXKpOw6pIIAASSA&TvP@`|t1YHjQe54Qz)Pq46sQ
z1(+9<rFxwvp(E{4d74QX6S#~l5A5-tbAGP)1=nI3JzKxQ#2Ey>%;9n71`!QkBN%@i
zT7m#}(S&OR82JU9tZ+wN7r7eGrD^B(n;WVHgTNr37X?g$VO~WohrJ0fyh1v@^;+!L
zQ+J0DVI|@lw6j&>?xsQe5%fK0GdG!qoAUK6%5t_MLyi#5^Q+N0;FCXtPliXX;o;#j
ze^6~3l%h0KaJ>GHUS5FHTIX9MDOgxyXwAGncAgIo4!((x&zz9~-$MXeG{r!i_4Mrs
z7}`^3SE_+h3IsEBnHzI0N0Mh(1V8jzp|p0#vs$hNXRN+ggx$z?SLz!83Z1sdd_CUO
z`%hA$7r|GzSTy5-VtE7~K>)r;rUgt_ewS<mrCH29{%^Qo1d?qMbV0uc*a-eA2)IlF
z)9=Z5LV-~Z{$G5(2RxVk|Mz{^WD{B0BxEO4cCuw8dy|Ollx&ibO<!b$NQ8{cjBJU9
znKB}>vPahUdLNy?-+5p6{lD((@#t};v%bgo7@y-a-k;a&`C1^WqyEgI+kl+mW@c6m
zBY|liw5P7nbg^n>Lyf*f+7H`Jk9<O&%Zetw_^P3q^C5B!OoeN68FwVVHhC@Rfor%*
ztBe0%aqw7HX6EA`KYkcyW1-k!1#V!}f2s6FC+iX;3V}eiwcstMvh?4kD?m-a!YhY=
zHWOfyFbO^WxEE`_-|Lrm@{;onlx7}DytM({RB_17<9Vl!KBj9;+B#|%1WSLblBxGK
zE}D6SwO2^$m<NoQ-<?K1h2UgEyHh*_{Svg3M$s1Sc(;4dTLDu?l)J+*E)2%cqhr(=
z2~I$CQeS+d3=lU@KmC$|vuy*T?si$G_8Fd=`Ns5Wbx0vkM)5tfCEL!~f-?!c3Q#fZ
z7IXS0<WIfQX8;3p;uWnv28M64!auYmP13#OTuL#SzyUIPbDI%m@u1$`nr|MY6s(sX
zT`xAYo@xnpkug+JAyn1{t$|wiPGTYrEW)ey%m505YF$9$<5^tx1pqmAc6L^<EY*^A
ztr<@MyBa9B&w8_75Uem{6un`?>lj_3&sJ#|z9l*%*84K{SDgKG2d0zPcezbccF)=3
zHp+qqaCD?}A`xD#4w#1H!54gQxQj|OI$zaHM1fqrdO=DugB<mI_ofJJyHp6;f(H!z
zr;h7&Ao!JRv=Bbt>ymr3F9Q+}d0;j`QEdDq8wYuc;n42&KJ^bGB8lC!AWDOIX))7|
zs6d$z5uzHyCEaQks+gO3#k?{#xOHZiiG`fw^vG{(LFeI;R?sUaJb4lU9$*H5H^@MF
zq(PGHCTji%58L`@4Pk5WTGq~`J5PDkp&A^d1yov4@@Z5V@B<8rC}2*2GXj(zkY1x+
z`3JB7M-8#)69>mCB_0t)J6J5g-mM6G!T&S`LDJmwc`?o=_zL+2eQxgk+Xb4uo-9Rr
z6Q^(zn(mrwIrpB#Ai_Kj?f72@yGmdsuaPR)3eANQCXUg<O$-)gr{IK~J-Y%wfWs7>
zJfMOYwD<|Kdmz%3QWB#UUwjUUz;AC{n1@TvqrsOeA(O=yHClCx7A;MnkQDGE(4Nt5
z2QrM#=t@<s$O7g>bq_!LM!bDbpFGvjl`(0aQ?E{>2`Q;uccDXCCg&^~^7E9@){o9R
z<Wx}gUWsufA^I%eg_DW`oa#|7L&CP`Jos;6sU`7ebaAMd*@YQkLcZds;sCVq0B-2%
z*vR;Tzw++Gx!xWG-+T(HvMCj0NhZ)}oSa_bAc-WCr*w79+n<W!$TFp<X|gZ3F9QOr
zgZ#p`Am`FLLUd}-harwM={Na_%OWyOU}OM_wdAq-hgxYuH^>oo_Rrjf=8tbhGBP|s
z2Wa`xY)-(sTmcmv3Sj|_+6=mq1R>nbP8HQb_o1_=ta{!-4P&DO1i7HmDz0To#<;hv
zxZ{Y-A8;-bT<>cPXl`w#`s@zl4oV-&0!RWXZ%1i1<<Q}Ph*2Tc{sA-wz*H>s!CLo(
zw|6hWXiQ4NzHS;!=4kES#xW*IH@g1x=g26TwAQ4m!s73tQX=_`G9lCu4qz-4c6A8T
zK~yY{Ld@6&1W4zz{9JFg!&-Okz7q~o(edDvRdoFz(>6@N`kw8ICfV;@a<#8axsSbj
zp58zd-S^Go$e)qfx`_o}!)vQnTox%e1g3Q=`8J%~PJh06BYkNY;~`lGT%bu@2Z3on
z_1f7;#u}q*8!e%u?!84X#>-o~sT$&@WF2r|ynZdrxgrX52B^UAfis26T?*!MlS?=`
zW<ei1ZFDbU^(}_$b9mA)WZf3_>4eP6EXEc1!JqY#FCT{`Q2Q{q(uvE#Mk%jVQ><8+
z7pHN?nI0!`$#`w6>jP>z?IqWrddkCm*G+!s>}s@KP5$c4@xqyI);NxJZvh3mO0>9_
zFbcwN4woGBAOc!m2g$c_X|2KSAuyFDBGR8cMbfn29&>QCc6i*tG3_njWWy_h69DJU
zE02EYS?oT|3PmVh<fY=T$!c_!!|weYBF~PSbkvAx-s*J+WW6$Nxb)_?%8_W0f;_u?
zCRPnKvBXPS1^f)PtV$CWtu#&Hd5@1y>=p31rKAL9fBGjF6>|Sp1ZGJ~gSY8O*YJ1z
z3-;<z33-hwz`x30!*bS0|3DklZKr=GFh{KJqlfB}OV?<t!a{J7pqtFFp_3t*{Zt+b
zj!Ee5k|Y)P^P*nXCm<D1xLMebwI<D4dK}tTK<~t2@l*TIy$c6vyyz41-XLVz;67BO
zmHqo3k)WHR%#Uz>hOn?@g9j?%=8c07Bx2_T24CjPrg%~`SpLZxyWGnjRGYxna$9n(
zUS^N-v>4~R-%8m+p}K71Ht25eXTsDVy`x8Q;?_0}&vnzLoko+39)GNANRD*q*zy`B
zBtsD2nmemMVEF>ItUQ=`;r{)Uq4!5~*xaziTfnDi`1*$}hIjGy6*sK}qLhIWC;b9U
zB5s#%C<4o=g%DoMb13(rwy~<<>qp-PRL@(2a$Vx{;7@O62DL3`AyHa;Mk;(_5|VPt
z-1ZWI@|-Ju_OMU?_xdoGWQ9u-Hw2P0v+Ug@5@6|zwB)^VlTU9C+27pE2}bCRA7Ya6
zd5O!}yiX!6Ac>hjv1rSyrYCTbmgWdb&D@$1{Oa2W_ZY_rRX$7qaM{)m8vLZEc<uyi
zN@RQ#V?=yT%;*q}_+-}Gc>gMcYlS3>wkmYuHiU4MGzE!V>NdQhv4ib)p?Q&wQl|bL
zeHwI?hJzOzoV3ys*+X%x+|@&zd-@;7C*$MeuF=skQrp!~H9o4-ghQY=il$(r7q)08
zZThXF!I)W*Zs*$w?&tiXgyM>NT`0MBVl2+*1vq5#InD(d7l5Nc7PfmyzEICoqn~nP
z&r~&(qrM~yi@?ZKOiyD|CF6}~$B?`Ls_;w|2Ok;wsz=fw{$fO%0_JJII{Kjr5~I3w
z_q`W72GRKENJ+D98Gg?{Z;wmNlvbA)&AIe2WFG@cd}>;>-HFthX(RG2HWQZ2E}sLL
zQpUty+0b9&)Ylk-vLS_w-5kYBj5ibdHrY-Hka1AY`3&JAcG1w<GOt3-?hka_YW{Ca
zBHIOJUqETgAy_Gb`bEidE;N^d>-=E9d?fw%)E=PLnl~ok{Md9n=hcLqw||pg)UIhz
zBX-r_hL`tDo8&d)^rGKgYz=}<u2)LRFz%7`F=zh1Q14Ez4dNiR9~vXmhLhF&`%Dbw
z_{AMPjJI9g^m!5P7-mZ3#ldle(4&$A>yoBTxqokmop(MbY5MB>+u$u>%c&MK&GkN}
z{B7%Sz2<dJfhO{Z?E(cdwg0<8D5^B$(^dPZAb4mr2Y;K4*~(oWnI9%&;y$;u(gNU+
zCZ7%T3o-@R3Kc_lufAKK!HFhlGH;mrUR_+QxGWo%(-UwDTor$xIPctzmr%ZWV07Sj
zcjaA^z;VpyE>_Z_5@m7Yx7~k=;*6s)hN9pr`Z4IDXyyp7N_rIVPVf<fz%AWVS4REI
zb6}+s!YGP^HiV?98^hC;U1uIv2lh0tMl6lr(OuuNscky07gvgAfM=C+p2#%c->tXA
z-KLXiOB63?)^h*{F?jojezv||JFd(WsGR903BmD3wm+o%NFoI_<ZtmtM(a3vTNb^c
zFJ)W2=ywCV%Eg`Kp<dWQf7Wb8^>j`@_MDBQnW%<=>8G&TPP(C4wWMo1qcdx(;}I2S
zPH`OUjDJ1)`qa~{nQiT$^(bIXUcT<n(bO^G+d}DRNrc-g*~}Kt<7P}KMPz4OC+r#I
zyld~>u;F{;!+PH`m1#L|B0{z<gSGJZ{MByTeeBe;1Dt0Ege!$sRumWUBk+a~A8^yr
zheSeQ^xsZEFn}>AC_g{haCh7F`w9HTV(n^6e*z&jD;uwY;DQgfpb;^B_LE8>THa3n
z&zRWNnO2TI8-<<IH8U;Vo^G?@r&=zva_gj#In;2u%@X7CJSR?0QFvKm;ClUfypwb5
zWmXt)HkwCBf3F99ktwL}W4<FF*KGDGPz%IWWPe+PVKrxBV)F1})5P}%90b5_$ZqH3
z_)KlzyT3zh*K{)(Z6eOniBm+%=+>x~^*!QL|H6n%aZzu_eGeg)G))>%lbIp2Gm|6w
zsdFi^cf|7Q&!w`fLhQwKeNF_GM#-ih{f*99(f@QN4iS4B#xBt$EFw>Z6C5nc;dRm3
z&GKZ(jx}PtSVgygyNvv}thr3<4t2#H{ez_g!poiZ-K@fm7w^7%YmFD%czEKznKzwX
zHx;}5?BK<Se|nQ7t#h3A1vlT+m)&^+n*v1SxKHc{{dZ4)W4@pg2vc^DGTOgUcJ2*p
zS)2NT#Y2{5cQ5^XP0!2T-}qam{V~&HIN^x92R?3UA(+$?&W4hL#>P}%zF4Vggkn+&
zIYdc9+9>AS<lUr_u`9hJeGXq}MIPB)tN3zxO&%HVVxugopn+kQBUA}t@BY4YAm0}W
z<K(+*Gd`{SX9FM4-`sZc4x9|eLlEce39EJY`!=bPM?bV5SLVSEnO+bSPn6|n@Pmqv
zHjKpS#I=5?o#9;1r@hEi`a8r}@X^IN26!Eqep?0v_jw>fiuq8d#eeZzLzQ8Np6%o6
zZqLHl;&JeX82B>;NZq+qaFI*RN5j&sR}#}PJrewtSD-Yc@Q3k6q5dtXWO8-|46-9Z
zcjkq<oeJd=V3+2fTiDiG(S{(|R~~Z3q+#*w)omPl`od;@aUjV7H$9T$d}c#764-&j
zkXtY(N?HTQX_LLC)(4Me@k=UN3_v|w@2;8X;v#F|pY{f%BMb~Fka9b_mc%4HQ62(f
z{HgJ}O7XU35g|u9@x{Z*#D_;CIMDT;_iJuKkjdkt_%tyVbbnAh=dLJ+^@|ccnseFJ
z+s)lS7oCnc&p9}Rh!P%9J$ITLtEk=#iNP;;z<o{M;eA*ETAv+$E?9RD36j56G?9E3
z-LpWQ)nU&H3TTk2nm4kPX~QvR^Yee{pOLC+zisMu#sSpIh3zF*N{afiAdS;Y?IUY(
zBH$+Zc!2rD^SHg~h3_e0lPY4^5)E&gZrNL(Sy%cPvp{|h=6#x(;#V7_nFNF1Nq2$T
z{_(eOX6+pv&&tcGF8VD0TK>Y$Yj{JS9ErdEs>Ys>pC94-fMJ5I`^P&`X<w6j?9+=X
zdG=puZp-;g23+eXDHc(Hr>5~IL_lkm9v!koE{XcVCM)Vt1+3-eJpinTI1Tb?rc02(
zM!^T!Gt$zG5tMAhcK`)Pe(wQb)=+xmYt*+478_Mn)fQNVO|ARN9C$ra`?Cb|=}R%u
zr3Neb$aBjyb!KF0?9I9QQxd1Zp0#K@OtZ34hUGrm7T|$%Su*nQOuh)SOV0Wm!|dEF
z56?KnUD_aa7|41Ig<EUjK%y9sA2T!SKsuE;VCiH4?(deVkI$Q9hItm!Q$p<kuf6;9
z?!-ORpn~FsfSyMTtGJ~QaZU&Bd&%L2X<Vg4{y&+{i)y^I)c-QkEN4}%=p!>N=ljAF
z9w};|OQWewb<7jnjxu&bwOT^9JqBm|Qc)#T+sF34`Aut(B0#BSu!bZg=-oTT64RQ}
zvH79l;aq??b`K160dpr}GGs0S3N4DL^ITM4PY*2Tdk%36+xMrvWRzUP@MkQZf902<
zG5LPOV;DigX6^i$E61$ZB&gu-Z1|l~W?<A@vW5CbG!v9FbwU;CDobtEG>8z9?IU%V
zl`=By3km(LyKvA6BVf!1W3PMC03$2`Eqtd5PzH@J?4NVI7ehBtSgzeP8Oa(+we8QA
zV*~os{y90h=Db1`O_giHjj>_*hCBG&g`e59pt6Fr07(f!239|1Ky5TFr=XAi{8KB#
zGEAh+ps>LmUK>gnF8;KCYpBi1K~T0C5OmxZiwb|d-JMW!aNy0lH<#wa<~h-L4<N_G
zcYvc3XVu<LrkpLNE-HKWdCFxR<1$P*uY2q>B^+d8vPM~|zS}xitTq@rAkFMf&CHK6
z2ad`G)Pf7@HiX_MUx$P0fEG5$-vcI=FN*K%S&}geJ-v{pPoI{@T34H({F-HhGrtGX
ztNXg*1DxlGZ^R@H+X9j59v=6L57f0^#TmCnr6ppnc)}*;CMFnEWi&4JG5b*3vv$B2
zeM^J{5hSlRGx${#Dl&;~ncuD)6Y*I#0x^&tO6^383n3vP<*^*F-*mKn18~u}$o}?H
z1e`*=txTpi+UBj<lHwn-$l4#8`#8A5mzvCDlL;fo;#(107y}nPGp{f^=n7E4+L=?~
z;MX9H_)84qyTmL)#OiBU|5JVk?w#=0Et>P`pt?elc7W8OM@{aq+MoX4N+BOBZ|d~H
z6GYbH0uS-f^)U+41Q6M!t&d8h4R?i6MjWF4<sDGL!UB($EE#|yg`O%P7)fCj4pgFa
z-9j}R42YJ#mzf10%x$}P2g0V)*{ZYpkK!U;S<3DCtUkQ?o}Sx@t2g&iPHeBTgw6sr
z!Qxf>mnq`uZGBX^(0?3S{B-_LH<9swR6=a`AHar7DElC`;<}-s4d{zd6O)Mv6IvC3
z;u5{m(D6mY4TxNAKRu>j7MCglSP3O=3R*Tbep0Rq3$xvwKHAq44!ytQ{PzUw+yf=L
zK0Z^o**REMz4SA=n~(`d^O`IT11zo+T9`DSJUiE=3~%c7Y}CgNi$q>4UmHRM)Dx`$
z$4h^38zgNUmU5tZ@&!(q=_OWMGAvZL(EG@x$C2oId*m4>5;Vfe1=_KpBm2vu&X+>I
zh<fooW%I`$xbtajK=Y%@Nj(^N90VL-|Msj)sk{q`Xu4G@24~2h<W|RYVkm;>U|t!R
zbZ9!-P(|AAi6B9KGo3HYaOA0~ql~vY=(UX6c+wnkJe5SE2^1A^8E(*u^S+zeWMZM?
zIE@NgU-6Y)n`_=2Gr@XK2gudlSXoURt*xiO;K7X<ijp^GJS0!0i6(?vJ<QDuv_#&&
zuyK&$kT%Z#V;O`z>2h&X4)Y>I7k{~L_K6X8t2=L*I7fyScEk7fRN_b}h*<JqOkNx=
zi@O$<z-96x&R7ae1d<JpEJX9#ONt}a)b87KVuECJ%moJ6x$Cc7VG~!(O)D%ofv`u2
z`YP-6l?*#%RR4f>`ForB+V0H#d<$Re3>!F8@DrKb5}OH-%TH%g9U6*vc4C)yX1`dR
zf^~Lov8UiYQBKYf)DF9r0&=-uyFj*Daz(QYQ>0;}+tDXt;~`dS`U)dTU7ZZ3WwieA
zDt>WrLHLKM<r#gSh9Q6E8}B97yG}<$bqus@uhdLcl$7a=eOrGicgXe>kgx-DAL7l0
z5OrL3Ztfsy7OG_*kqq*R5z@L+um}_Urf8Nv<2RA1nk`L>u$v^qVir@a$^3l07QKu0
z>G4m=YLlTtgFlEmzunOl_lY@OdXXBQH%**j%X-HqcR(CXLrcvk5PI;$l1k1&GwGl%
zU=Jq(yMJMC$lEH^y_rq#`t{;<;>bv<#3XiJuso`V#6K<B@~6GBN6D)EeRneNu&6M>
z2Z)7|fZ5aPgAFb*`10Iv%u_NJ*rkUyu+6|i{hu~a?wjnSs;3@jxI2_C7G7KHuuFYg
zl3N>t%wJ`D=Fl;(#p^JHJs^&l`+$dwW8~oxFKbIkqkV~bcv(=MioL-s-r1SMuW?FN
zxOSx2V1R}OZi~F8W>|dk;E#~6W{KsSRbQz2&V?^Etj7EHo-H>LjK>k_eQ&}o@l;6Z
z6{dQ)U6WHsRU6m0&Lf+|%@0OA8)mdky_-%zh`alH?s!|)Y2R|XT?FqI2qEA7`E>Qg
z@f4mN06fETj-9W<&L$7snilEALhUR4{<{jAWG*UnT;*8;v{$&FKA?Fy=}+k`cMSR^
zLzu9mz2PgpPS_x1)Y4QZe3DX~zzBaxz+BA(>UuD@+M`|mQ<FGv3E$MqQRc-lBHRFi
zFS&OwK9)sc$n=iDz)u!?9U;XYIV^!&Y!y&<?@^v}OisR{cL?ZB#9IzahLnRsh!WP7
z@WPmaP~X2VhO>Yh&%<B8AcIC6;7_ogCyk2QZRHd=H93tJ>*|elOBchjw*g8*new_n
zR(|1KI28@;^!^;P6o?~{c=wg+?%IIZfaz7i*k`@c_wFv^&$G~j!CxL;%Y3X^RTSen
z8&?L7vy4;Qd1C%hW>CG2R=Vg9-}nh2Ew(A2xTLFxj<(wcpZ$ztMDn$>DdwZ-UYLU5
z8oOQAtD+#kV~LI0lCv28jTwJ8TvPV>=Bs)py?fHjKF`&z=iKTu;dXoe`Wd`C>M$dK
zC4IQ2$P(!uS?r_uSX5?CzkKmUNz%fbh#Pf@OUVVA!|Jel7g3Nu*4KFk3Zd!!9aE#t
z&4l$Q#Z(tO><;i;xmu@#&NrVr^xJK1a6ZN2^ZfG}=;t^=HKbrLFA5ShiPqasXcH4#
z?j7M*$_k(BQU0e%<m4_>B_h5v?;55S=_*BN#N}^o^fhh9?mRq2{RSXAlMR$W?Ti0t
z%6JdXG<88kjKn}x++?i}i%UDb`31j{`;G2=prXmtOTCBF8t$(K_9^jqMM;H4qX~xr
zxfz6Av*zwRyX2?WQDXn0|4;`y_cPq#lJ@&Yu=)MZDagNc$3;M3QNHu!yGt?V3Z8Rm
zB8GtCw4z>PD#rVFPN)$SsG#l<)(^F&%F;8uJmFr)l=z2)SCv(}(0U1}ay2e}b}HlW
zv5QM@4B`Eb<&W0fMed|eKYf<`5N~f>mi+0GLnm|qt*~=|?x>(0)VW8+`m(d0emmsO
z*!}jBp9^BSYW_Ap#AnyHX-5o)h8gJe3^p}__xrJnGKFHVQf@KuMp+r!hm!_J#zT9v
zVSyJ)qHT4TtM!#xPy_`F^{}TegR{K~v$HD&(qgF>(w@`gKIE;Prx@jgqlOD}<OF_)
zPx5YjB(D)@O@HgA4!8Ngo`~*a7mu|iintIS&NA1B{nY+h$sA9DDrjgWIA8l<^<~~C
z7p-*-9RFh|Hgy)+IPh^;{Ar5r!!^!@`j;eXcjzowX+{t;idf&PzFJAJ9C5av!#cjZ
zE&1qd?-XHCBTGdNx5IgFcu!9@&z7wo3QIDisL_cliA0<Z8vY|^1=y3nV~&I^w#gg`
zs^42HJSbkZ9lp0@>O&~Xg@;hRcoCEzz+d}K2#+huB3K^mExOnCC5LoGH0Z>+h}V0)
zBsnXC^#9xW#-wkw!2*imy}&J-*Jo)FK@%H83mmnc^HU!B`VRWIt(n*&8+y8`R!Ll1
z4s_8dg<i!&1AlzPO6>!&b723yjN#rGUK6=W`Fm*=qMLh;^)UsiiJH*g#>D3f@pKBp
zFoQv#;)n7PJ~hMp+N<R|^8s=>7AM0P7HtU;n}>-QH9ESFbE(^~7*PY?-k)FjQN~_W
zv?+3747OJP9i_D5xk-A2?9FqnL$8K!v#?4;i4N0<YdjPSF8!QbWaq$|-PIkRo0_lf
zaN=5rpb2s0w!aKPQTS<+NE~#O347cS5OI!Op0KMYkM!OBSXs_54$*bJYX15T(stgG
ze%Vjb#WH>*J-DyW`xtUpY}9Rz{3DqeNH|WT=dQK4KC+5~RIjrDLhjY_s~46nm)^Xz
zN7#2%VGHhRth`|odG>&_ovN-zqTSoG`X2@ysXaqsh~KZ!g!SD&<E+-GWfdJVrCt$n
z#PZgL-u5&WrzJ7{1QP%9Wy{c9T~IbnWr3;(Jg{@(c~|-#^KkPhrl!n}=6WY`bE}}x
z8rpA*28^m&ln2rt=C`#|a1a~)$h0{6P}itQOS#SF9TIgqaa;J(DYLUF#ytP+2YHQ(
zQ@lBo+E@}u+JDbh$iwT|V1_^s&D|qLWgt3}h_9-y2YqP_2RBdf`(8&)(!%#lkuF;l
zy!kk4iSa)SgsQGmGScpB+SJ9R!9aV)E;rq)TO#y+QhpAJ17mSnDo&7mo*4PFEm8dd
z3d1xZXYMzjE@I*do5mVhcY=^ecTJ|i`=bL%-%UCMchbeu*yS}138jrvj1}1rK$jgQ
zM>Uw-gPCY1%ZW<U4a?`2e}yrwbNsiZuYK2XMv&`j@*avd0)8Vi-T+3y+5V7bSZdhE
z4K+Z{_j;=HSYX8PiHe6&v6Wr0|H@rok}#^WYNg1;_dPGBdn=z8Xky#`eKuv##M`SR
zkRYv0*Pt(Ci&`gCaR#9e%xu#v%TEyMz*ks3yptEj_|MD)5fCOqxM#OrzHC<MrU?=r
z!1vOLXM9a2i9{b&g@IgLT1!YlZ;n&i>*Nci;ihD<q5q5t?CM>C&vC_Of7yQBG8^O8
zN_!KOo~9<De^Z~^m;&nXmB&{}`;&KH(Lw7TMZrP}=*@DMt)2;NO>?<lx;#858vS-b
zEC@7u&;CNRjP>*7b9!VQs<aDQ2aD4P{@W$v8*i@MM1p$l9>yeBNnXB?TKFD;J@e*t
zP=l1H(NHcP3WNMO4_|-8m(Ds^dDWbz4K4e1Q&-P43k&3Z7<dfbDSVA!f1%kROa;!X
zoxtCEjxloU05y&hiJ>>EtizSe0b6(+RVbznUyZLA7nvnv`7}50aib)zSCasdYE;kV
zQ1>A9yK9*!7y;%@I&r67iDbv?`>7<F%HA%If$8}<KsNz%?*Cm}0l|Vq!zz%Qqfy8;
zNR(7HG?c8Zt@DmRx!{3PQ9vZ}8)_?}t|P7fs@`XtY4o)(H+&cv*~fH1HKpOInuIdE
zq*_}iGP`1AuvbZ=mHr$<e_I$0Q;h~PoxcAcNeW7VO*#O|F%uw`&o&)yXh1=M0&t@k
zU=4$GfT3b?wkHYYhac?#li90dA)aC9Q#uw0c{yW`@)$o1TzLONGeTx1BAlj@S1s`*
z>{fUm$I<7ef*D6@$%#DnVf>Cb)O7xD$`niRznJ;0RHIwlD8(H1Ln;2z1aKUTt@waU
z;a5#n)f?|w-tPlVAJl(VOLEnj4~$&3@9glgaqvDn&!Km!l9%8{9|P$6K81{>tTu-m
zPnUS30)Um9jy7}u3RM=z@fGB)tvLXMd}>$};vS}U4-&GnSS$Qtkp{k+cd()A{^9&c
zPHt}QnC*X|DGLEVqEaI5D<8(Vj%>p8i9?cB96b2OgH87I@ZNFv(0m;9Vob&`sy`~e
z(_6AxOZNAwB}4`OhdQM^)*WPvfC&`luFJS|PYkURq1GRe5V50x4b3#M=VKg$5dL&k
zT|Fw`{lLH-tXcwQYcqB--tc`(>w1K^u<MAZjek9vL#2YMW*DDyBxBw!B9uJKpf4vA
zijt%Xo`v}mAuXIn)42tjG;KEbqh^U%eG!c(LLIPK4-CSs6_D*k1_YuwekfI;oO=|R
z3z;E~UQh3B&Y__Q`y<+gNr{!NbAj2-q4>zv#9;8~)%^MMZ60rs)T?Ai6fb#OtRvJZ
zgybPp4FE+~oWGtINE?ak&F4wWjfkH@rh>cS1$+JBW0dj#L3Z*D%@Xp3?3Z$zjuSvM
zuITVb>oqYkWXs>`Dto#h;{+TdO28H=`uc|%X?ZffaZoC4BF;<IKnFtAzS;d-V!g!~
ztGFM{)o5U#Qc=v^@VjYkSi9(Gz#D1)5O$IODon^1YRkN5g+W`ga}QN$p-Ko?>azg)
z?sjpR=Tr-hfq?-C#xHQX(|WES9H|QHAHS1z+KOC}d6<PU78L!S&r|SR5oviA(=Aw5
zDkhQT*seq)&XmG<uATe2o(px!S}nK(;2Yz5pF#-*RSh(5ebyMQuqQ38n`5dq6Z%V5
z6oF)bzKjbxlUP)9X@2)Rkgt7lpul<ssCbZJrE6MjX5{Sb>^|;NGYwLYHVE@7_xP#)
zx11>D#tyt2yKd>kUvIXecd6!Sr)cfXF0H@wIn6a(*!$5)FXhwwr)MLLy<Mskrj>cr
zQWZ~$78dlqU@zcv9*pWcAxA#NDcZLt>wpH77#lPGZaQ!U*{m%{S^(oyC(CXHa7wDM
z{lj&rw>|{FQ~0Te7V@ig^Q@?17dVF~+aJyCfr1a{Agm#kYYzbKBn{sup3ke;v<WX6
zvY(Q_XK2=Npx@*D)qwH!cnry)PFibiB1YO7wh&cQ?M1flnDBml(dS70E%|K2i@*2m
zi~}Nav!4aTIfXr4hGiC~H@4xrO)eQixDkqlBEF(hA6knSfkUjyc3-n0uGRKIrsm@p
z{kvz}DEfoaWnNyAXutRIg=RvkT@-zY7JiPV2<i52LcEckFT}s7n5?(mQ1vDO5bpE&
zKF3{m8*tD(PQ^r4=!q8RHOV~g1{njtgKh-iYQl{<YHv|{(lkJu{r>gk^;KM?_w$vl
z0T=Aav-`6ZqL!i>1c=dKLYiy3PY$)v`zmhzlQxDwJshZSTUnI-?bl%l`~AxC0@5Ps
zrW!%P)sP&;7#+6~m39S&@gZ-qw}ae+k1Dv6_CK8!=^p$e#}E4eNclcFSy(&;OpCot
zCy$QB#fp;;=CizSMa0rAE!jE23_Qa!ZGCbH(9j%0p2Q_hXK6tJPX|jqWE8g#C~ga2
z9#*ZXUJleikmt9^W*){Ye0<#}X8ur;|4S*agRF^XIW^3zq2hSnUWJHPM73h0vb+c8
z541FI(MwHzQHpQPe5s_ZEAcz;!eMqIE>d1Znx+90Z{jCB{sz3XMQ6p+yRRMRl)Ix#
z0Q5{X1OoO>ENB<RbRM>4Uwm+>^n-0G)i|BFL$#u+_CwI6*|9x#g-2c|%TFu8FaENd
z7?3SFi#(C$aEn|QHh<nh5OqHzk*d`k3J_HG+KE~~Z<3G(IEezoP}R$<5}SdbT7jYS
zDK{UTxIkV{yV~C`zL?0(QR>Ksu-`H|IFmwN@IgX|mse%hSEVAqp!FsA+1beNI6qRc
zR}nTgn5dC#wFc%MI#}nA-&-w?OVB&R&hFM%@8+W%d$!2A`UDAheIsw(y02eA6;Bq+
zyWgF7QjEV6Hkf%FRKBP<n1Bfmg^qk)d9d37e(leK7dI+5I6XA$3>n|@VRCGE3knt^
z(}skZS+usM6Y+zKGT##r{{FI$cEO(n*VR34Q?slc6n)jOp@nlW1rKmSQyB{qANVco
z(diq80uDBbBs7&<UPd6*8AdKhrT=Psp2MHp(gN#D#&bUsQzqq#f3+NM*r0kJfAnef
zir<mLi?Ec>)atxW?bM0CNGmRG&?lId2G(qP5h)B``|LhHCv7Od!{DDux7a~^B<Oni
zjQj$}zeiB-d034Ey=)qLbXVCG|M{$#j(!18v8-q%A;Wo+^V|g2so@fI3r<qANYH$A
zRIJ#z=t8&52h00*KD42|b|1OZEu^2G*^k-pdUX1Ur-h}cxWas(vtg<%e^T(X+KRrZ
zN4XlR9hz2Ciy>ou+L39W+6@5FS)MmHCHwDLbbh{jOd2enT!`E}9jMYC`~EVk{K{Q`
ztt&6rs=T&yP@H0k5lDF!`jdz7>Pd5>HDBUjg<)E8CK5*pQSF8Kn{>-=Pd*)_w)3Lr
z#I8nDGVTLStW8B_XY~B}-qQ+5^m?@z4j5jL+ptnNh~8ypzLrcq*d7y#M+V}Wa(y=O
zJkba-lVRRb>K89WfOz>8Jkp=fHP&tT=hp)coAHKbvt(`;MHatO2DNM|h_|2=v)x`&
z^>lv`-?l<eEtx~0^0+wV3N+HJsd5CA&SnRpk?{;rPF<iM4lM06H%!cU)Fl0u^Zsp@
z;lNgW*ap*ZD9FNGXMHB?(2CF3Q$tpI!4?<syatUWOo|7<2^1nXGSQwy7S?HB#{GTe
zDk!CJ5H1}#;U8Ti^CIF3U4f5z1T=K|%=)<quhN<;1G<yD`@T3YL*Bi<+@Sauhh(=E
zS(L%wsgAa|_N^>G7Y@OSpkC!zIjuTwILJOG%^JEu9syFH^P-z0GUTzm^}iw+li2+h
zuiB+QW4t&_vTo?s-^viGlv`j=lL2k6fLD#CeX<5YM%S#Vu83}w>0T#5sPy$X18(OT
zd3r!4ciD%LMazr2ZsYY?amH^~_3f2uc}4ax8{)4kN7)`J)t`Y~o1(XC)9;}xUW*nh
ztzRzCzDHj4k}0U7GvC<AZyu!nQ|oUk?(W)Lrxhn@3{d9%u+MfLm)?8mMD#uW(R@E>
zeweSrWwN+P@?4?H?beNl@U^hTY#JbY8^?PmknO`En<n6jLdc9Wx3guAuTocMr*)(g
z{|4O+_YRa>G?(U2H**vk)wyMP4clk#$T(>BmAu`srsN~Fm$~F2;CEMeTPuylY{jbI
zk)rYi^^+p6v*jkVx)m<P=mYUVAISZcp{wj}4=W6&4)qItzAj<JMBn#3R5GU(n|Kcf
zGS7m}TpkBpqTQEEcArbIx?HcXf_#jl({@*Q37rMMfl?es&)uH!v(ITlWQz~;v8c?x
zvpvRGP_?g@aE1l<=4jQy-8`izCcut_q}t}fRQ6qB$)VtncJAbrude92<1{?fWcqXW
zh$))E5g4<CUESCAKPL_hzo}o}nJKbAKmBu{t==bLX#8h%)@BWN4(&$-Z>evKO(e#A
zRU$&?rGL*O7ItCEZ;2!9A~p;xZ~9+3sHT8qRrK5|eapgPkPj$6wN&e)VC5HsKFK;*
z=4Vtld&74?mQ&xfQs%~B3J#mj80k?-DK6P3jzWtU%?vNQ{BTwV$09mr$zfu+sEp^}
z!F||4?_C}oS#;WgfXYI{zL)Q#puOEUf;oX`G*YK+ymM7mWWdAhwKl*A)u{eX+%ChN
z)`w}>3zGvLWU4zStNVTT;@}8raw;wY4u__KzSgT87Mc89*VLBmol3stPEfNq3=%BQ
z+!FiZ$N|_Vg@-N5MuI)}H#AjCP!DSFyAf8U`{bcI$?n_B%|81}1nTMtp9VvkiyG^A
z5RU2^f26UZ{j1hb%9I!N_me~$ROu@D+VKg?%+pwmHM_&^&TEHqapt?AZ^HEMf$mYY
z-nn9_muCofmPZ!Kiq1HUjRDWzT&sMXI{On~hnIh>9o)(_M#>d{4IEJ|E1DN&Y(QO^
zEE^cRcRLw-Sc$eLNwhs-u*(3CSgChnMD{2J{L4zlGRN(lk}bOE<m09Bg{;1>$}yhS
zHYf+&yYtgbSh^a-;YcGvCr#<!1Z;=@J<Q+mNE%202=U*&jNn}7BJ@(LCPN<h?Lcn`
z;N_kr@9O0BE-v>Y6RDY%J)ff|Quc$sc}ijinO)?}$-036X4k&cJ1Z7Z`HuW%9npC@
z)<MI2)5WAMOC&9;6zo$^INr0E&BgO<2W~qbF*LS{GT;8#Ja}Q#A!}p{C*yL!ufPv-
zI+JlkD`Y`9AuTNoc(lnG?0i}&U*Bv!^^M{0yQ)%_A8$Lpk?bv|?_xaK;4dsSU$EpP
z-v{ebn-g)DWGU+`>?bPjjbIzzTa4Vu*W|KZ9r57owx{@=!tRGRWkK@ojM9$!l<ZI5
z;_+H;JQ^a(?kO4~?w^6I*J_F_LzU_(dd%ut*7se^D2|xS-WquzVnhrrC7c*@<#(fk
z?Qu>`Ur)*XmdZcp*2Z|}>b8Rujf{aVS#(ZG2PQR(@JSZtN`XzMbXP)~(8(jc*wAr)
z-TE3r*}LqVU6Og9FKgdEc!qz*LW(L+dtju-)H6j{x+9fDn09)+vT$fpS233WptW;v
zn|_?OyCY2467SKeoX^X9w`a+tfBL&0qG&@g)g7_aWurP|p{mVh_k>L^ldVDksq3eN
zU&_;oNfRq6R`fXTZDQ#Uz9nW+I7jI{Ruw4y-TN{3bL(fDd}8$uLD{pc{Y>`P!s6pc
zpUvD~Ivm|M7Y#7=q)O>{mPdRgI%u{}iu?J+c#JD}E^$qt5=cf6<X#Wr6B9{Lpu&It
zF5fVP>9c^!Gc1As_o-l&gVzPwBYW~%a%I-49~w*Fusunc6czGx>*sjC$R_1<{o0A{
z(PJeNAFSEK>N_hzlLFJDXZ>-I)EKGSa{=uHCGp}!&-TCk?5^KQSDB=RygIl61*iE0
zI)^V<$e%dn#y1cgf%VdFw+ub7$LIgH_N0!QuS_YY@3DLu^Rd{eA3BFbNRGqxb3vzH
zv1!^-EpuYDii}7Wv3<NDWB4MvNTmq;N4X%7To=(7ZlNNOzb0Ho)|(PjbZTa*ER^lk
zVvTzm9J=;GO6!rcbZlcK-q__ND>aw<oD&K+wL40OvK5oh8Lb~Z!AKofsrozHYTvSF
ztWbU~!^>?F%6m%NWn{h4JK(U<hArUF27+th&He0(d|BR?k9U13?RIq(?pxq0C)DFz
zc#i$0S%S5r4A`@zZo*n!zz?3rsQI@rD1FQEveF>`oJeG|8?nl@nO<BZozxD@Db>D>
zgCnE80q1zrGdcZ2GwG&mi)*6x+4xxNQ-?%OQx}a$vCmBQG?q+CeB8%~oVEGe4K4~6
z`8?{8BqlNZNq;Ap>P|SuDxB&LL8Zz7f#mOBUde{{r{u0hb7|CYdhV$5tUFt+Wjp*h
zh?{InX!pJC`!mfo6LbCgjTR1mEeAzKe;bEeGcPFvvct5BcV_144yIn|r}KZ=q!IZs
zm?h<8MsXX&6)Y6sv(5Ml83hlp)2=0cfv4~jti7!7<j3{4C7c`ocyZeC_T4~aB>lYV
zrEP;eCEon&TjM%5iIb~crvo#Bvv>j^DWvI1|838Rz%hZ=z!!#UEfoA%qTWTti|oZ1
z^Dy8e5BK>RiT$wZiD^sViN03(Ln(it@#L82#k=9b{VjsH_swMRdE&5SldNZ+S}tGd
z&2M_VLz|RnwUS0^aD%I~mg&lsiyzA-b4n?tP8cMgY~v@xM?{#nK)5W_#iJqirc|JF
z7d!sA-pSr@f2$EcMy^I~|8Z|ll=j8beukFaiGVJh2)#2gM)HZ%YLujI?KML4s%UM8
zH53o>z4K0-U>|if*QfcO`(t4DfBM4ccLPBgAPVX_$nB0{5XH@Yu%XsH^VIX3|L%97
zuwH?6=?PL&aIi9b0CeZFOfBW6YaPSo-C<z;PgT*b6`uWK`XF|hq@}X>#Cc1$mW1b~
zx`%7`S?YI9lP_1246&`Kd>;U9BEMQ%yj{4hs!U@4ug9!`Oi@qo&BWimgHtgdqp-i#
zib6F@##pKap5WkINIavnkWRabpUUd4no+>bgd(iB=lzsawr=$YPLW7GkX6lnG~ilC
zf1I9PN^zc_m`<H@?x#g}wR$xfJt>3{(Pus1di?dslQH#p>FR?&i-v>O58?;gg5SN5
z>)dLNQ^I~qOHTIw=zepzO*ARx(<kRt*RHttyPU^T_FrSH)51qBZbY{Mh^LmDk&&0<
zl~|+A4%o14ph$!YqB`T);(&2%0}&LX;6$mYV2Yy$0qGrgu*KUz2&5FO<JZCQfC7I0
z%DEs49%+Gi%r!97&j7$x5kg4az)FRNSfB~6P@t;cKdBbBEPOfariD3i*FZ+X5-qzZ
zMbR4f;Y#nlec6f|iaFmN%Nu8YK2uUf(WF!z&wojaRbTZ@>##WWo2<z49nG*;H)+~u
zQ?a?JPUcdVR<+&APPuon;B~E8Q(qn^rI+I+4d!B%lADZ9PdS+St{a*EWn-Elnb1M^
z*e6;?=jtM3;WOV4CbcC#jrSKo&$YrCQ|F~plfEtcoGAz~IH5heEQcWFJAHVx>Br0?
z*H=19v(?v^7DHd~>&k48(+W!cE(u@=P}g~+J6LskiNRLtxbb+3rfVR3wQXN#$LdD?
z=`K;ZM3>7SJ=;_EwhM1e*W1Z#xHdA9bj1->G6axt=TmnwYdd}EKyNP^tPZeaZbUxS
z9;G6|-R#P|J2B>nUHDRn>R7;<`nl$G;Nd!2LIsy4S-&(y5xTuUS2G3hWC8>TE?kfW
zi+YTBo|t`h(u7bc&|-m1O2xxtR%LHxZ~AKT?MVW5$Ni9;)h5HDsi}Q4`Cjbe3ts<>
z5;+}}P+K=|=k9OvWD3koEX=*@_ts`Ad~UEA54pMK?vI=}4vDy3+&sBg_pGd}!wAbw
zK~dHfEn|7EF-ykn?r9o-+>$<uVk<mB$=O+Qm=fG>>Dpr6ykO})CCR8d6+gqXhR=A(
zg0O^KhyR!9vw*UE8A`h+%z7^89uR3vO;nt&7{@bm>2CZzQ2ul7#li4EN4`IK{}S7m
zrc$iWLfNOarTvjI%2(4<7mnULG`qS;n0@po9Hls*YW_lAuv0k0$$lm>p7vZ&X7Cun
zVbv{iTsk5S4#YUsYE#2%YRZrl^MTNz64#I!b0y62b<kLeRS2;WzPDS5$CtV1dW3v@
zc_b-V0%EctcD~l|cA*Qh*!WfIFM)|){iHBEmnp`EeUmCK=R3V<%n?-U9(BH2R*N%g
zKNhNK2ms*XDF#t8=?i@i`*7~Q3ad{?Vw3lDD<(rLlq`-2mML)BNcBYKk_|>@+IcNf
zlyT=-8UnnnKSbEOji{^AGHR<Lf*}MnPp<uzMxGoHA5NI;U13Zlm@*`ExK23JZ5X|O
zd=eo|#$Lhc;|vnD-*P@`VZwjQ7XDF^uX8c5Yw+Sz9K}3Kqo5+4S*_#J;pS6}v`k0G
zq~sS6ts9o(dI>AJKV0ID-->SK({kPK>#q;E%cF!fTl@0>vfuFLJ`|Vv6920*?3qWm
z20Z8c$;TuCPz4z`WPd5r03!ki=we)9e!kV=-a14*nkPl3fx~lTX{gypCiArPD+ju_
zTjURUAFm|aW~3{<J#SDr!L-)PQZ07%75-p1%TS`nCXsmyj_%v=HVXDDZ{?^M7`7BD
zXppG3OWIqWB341>^1>Mi5kosaiOqHYF9TBVU(4^jo@V<vLZZN=X1qXj5Nl^!`Hfae
z<;Xu^->Ool=Z$NdZtQsmnwk@D&aql)oN6C?EQ;XaY^jx7XSgxFY0&9RPv>A@omWXc
zM>6K_A5=@v8<slAjQD0uKKA;yvnr`_NmLw9iMDcM!$UPOY?*M0%;Dxu+oj=GTC#<;
zwY5D*(b3V{UDYlhR=#`$8>u@O{i~N)zCz@1&^O<=3KO%F%e`EWf1lT%nmzYmXv0}z
zU5e5_e}U`GihEAv36o8~msldK8o%NXGMZED!CdT~s%8&wq)w;s`0_AXoJDH5IX<@U
zcH^>cI8Yviig*PUq*`N4bgbit6ywMgk~tt3rkJcV*&k!lV?AZ1*&s}GIU8@kX?vU@
zX-H~t1VL7+L$cxsKiwK2z8w0or%;OWd-L(V)|+EqXFrfzHRuFA=6TmjV{J=egrVas
zp-LklQ#|^nZ#H~9Oc@mt&XN{9bc3>m=@OGEAUmR*oToO&rjZDC++3y4%?<0hwCgrJ
ziR~VC<35}tZ%#+1aw%NRDLrZ4al)#0TYyaG_=JTt1>Nxk-!8dQc(WY)87>Nv@)lfy
z$``B7-dAu|*z{%n7FY46$Vqjy42skJ1215RN<X!gv}T?A{k^Du@vcE^XV2+8<a{|E
z=E5BdRl5EKFGvJx4!>D7kYDH;yC+J*VJ`5-@1&284{~quv2t9K)c0Rhxrxs%>xheq
zu}5*LtE(%%dGb#xPtQDRbFFRO2{etp^<P6Pnv1gF^zSCY|JR1PAx%I)z;S@rGM^n-
zx;j~ADF??0Tb}WfS%>lIf*%^k5*F`h<*Ppju3b^jIZYP7<=1F-H(=U`!S4!sVI0Jv
z4-*X4Y;+7nf|&0#Qlr_DC|w=pzM-2jAdmbTMH?i>^s^wt^<DGvwlEo!gle`B7x*?I
zKvH~B0!{o;G_m)!k^Daf=`3aL?yigzaX7~2pwUKU&Brom=<y5$ilUK_VUW47;EBO$
zfml)sIIrT;`V&CRms-eADu3|DBfSk$TObhZ!y43&5*X(c&@ZcJ7B_3Y_4U@@Yve=W
zr|>`jx8y@8r@+-y(eS{M7`=~?C|MBw$I4(tLH|ZE7v(YiJur$nL~j+J^<JXpCsk9j
z)&(!7zbQtF@1C32*xu9Sf(^85`ucbXh?oD#Lkp|A4kk`WpN^r(Gk1K|#|vaHFtc-j
z{5IzGBi8Z1je!l_EE@A}{F>L0b>XA`z+3oDetzQg-yf*V=li9v!a-mRWG8+-W*W`!
zphbm`gA&{aM<8`V@{s&?*zfxj^1GLJ;Ws4H@9rh^2l=h1ekF#z60g&=(G0UN4AuX0
zA(cW7HRJBUL}&q^%W3r|i>34AUXz}y@Y~0_yIp^O@LKg;B?C7qdhOimpu_*q5C6A2
zR{t^gN;Jx-L1&zR-IqID3;o35-3^*%(oUmpm+p9u{TbFcBA6hZzQ6S=xV>H3%&nCG
zRU=Dxg3L+8d(i;w{9NE8MdNgFgXM2zs~4kyMR0=?f%4WW#(J#6o+Hk)A5C880yYxJ
zwNbY|AdwVzq&;Sd(U=GjFLRwgPZxN+nXPMT%3Lu3A+>IhyWKYJ#tvy*uyyupS>IXL
zdEOs#RWID9)XcghZI^9y=?;RC3zUt$_*;q_qOjm3pxL&)aT!<Ki5&EUAjKgxUD~Q<
zT-0q!UeLHAzfz~nc>3usgpx8HeJg`4&v<{El}4N?*mvrLXx{BeJ;+{OgFh|CWvtJ?
zy0!A{!@hW&`ctn+FsY+Ktd<}#KZa0-bu^q6(t1IWZR6#*;sZ}+4aD*5C_}BLqC)Iw
z9k5U7^YinYfQ8%GUK-g1dR11o+dGo|nPB-KN;cW2r|9W70C$!a2-kUuiz{>><HEqB
zFSkBHp6)yBPEGSVuo~j<rdFG=0o^kw?g<Uq1wH=^iaU}6y2Cw~xz>)a4DY7FRxTS*
zDX|c9wFdxz4`5vH7Jj>>ceK8^=mcbf55jPdn;;MV7`D;Zz$Ja$CqCdcbW8H{*Lwp`
zrIUbCAU%884X`9|Kh_%|`WGg{hmZn1n{naJ9P<U&Su_P34bUxn^=fE0vfb|i;OQ>O
z%4Q8@UVMTDe&!*h(@y2`0SxZR-Gx6+@1$2Dx;zE2QWt0EEg%;|jx~DzgY-OGz#az{
zCf<J_VEPX{r#(yT{tZa&{WJF=LwbJh@Sd~D#k-ZqeR;65H@5?B!D0PU>6hkI?#TI{
zKi7dQ$jorP3w36o!MR$phS#rmKwvPsYT9-&eRF#n*#iiK)O_z1ODcQ|GqaM_&8;sw
zn}9<4y?y`U`JGrtOip)2pQne%o)YEd{5!=jU;glE$ZUqh3y5L~#2($H2trS9Up6~n
z|Lo0}^-v;8kACSuQ2G0sn3#0eO~U^9gSDyF%m*sdw}eD50%;-LKbEoIRNus;7iSGx
zRFo%c-R>TAc>NLN%=8;3u;n=q^bJ5}p3rF9oHMIaodgcr2iY#N`B!Qh8Z#*7q~^~(
zqA&fKo4>ckFE9b48z*}JJ}jA2UVd$omlzja@&OhSk87#+^hF;u<PT_wUG`7RAEMAe
z1h8XB^CX)`KV;V^K=Samrv(IFL$GY{^73u}Y*4F0xA&uFGGOT|?LrWMKVj=N;;FN`
z`U#lavw4(4(li>`zU>d+!$FMOggy52&(_zLCV+I_$(#RKSMdu7H2k{#)%AY}6%+&e
zH0RCD&B+l}9UUSnxc0vx=g(GX&t;R7514L#buQxo@(sKgU1&zijT?n>4i7g|xk+FQ
z3V;7oQ9(fgt{?C5fVu5X_Pr|b<~GRRyC==9cH&+euDp+rBp@-Jt{I%Z0Lg{$3gg2g
z=>%viI_E)yUpk@X=$e_4Wqf!Dfr9b#b~kULWJ2Vcnc275U1dK(L&w*W-a@VO=_x66
z8?_xa3it2d@0JAuqO%v-%Im7CD(%Q-E?%9i7{DK}p|DWEX{<q}Jssrdw8FKpN9Eq?
zH%+zw=JiEOYQ3FS6kR|*8ue?e^9K;pH`fb5{g9bSe)oCs9$pLfXcGGj^}@V=--dQ!
zpti6AW-1!5jI{6E!@|-DKodb-GYU2~oD+dqf8dCmg!fD0XrQ6alc?`VJPxX}2|gKO
z_E7<W@IIo*7)SsPg$R`BfY$m*Ae$&R%RyE=h!$w@2+3MNQsE954+aKfJJ{Cu9tExo
z&={P(_{?9{Z8j~wEZ#ccQi+jwbrtHDnju^MT1^U{`n4#+<pj-mwAP*LWpVL(|HV}+
z$SU3g?pX{)v4+Im-!SBz-yXR16--{Iy8jwb9;>YWlQh_s^MX?tI%_oh9A$j~qhs%Z
zEZ`o(muVmLOG`^@1?W_D*@V+OYsgK)UnZxfKD@*V`6;vA)cXE%`~T`JXoIBt{UBFw
z4`4lOkd2%Rw3huH)wf+4<KVLz`zYs@esQ$`9hDHpfZwn0Pk^QZ1ziBbOEmEK0m`+B
zyS#&02%M1LoS!%;e$<yo4&BCon4Cs+9?zS!Qc-=2SpJdhFu0Wd6K2x^2LJ<&Qa_q(
z2^fp)fPR>8?LnNilF&Ekk)=WUvAuCm5QVUT$4aq(2;LuvNvD(^0RaMpOe##?9C~>j
zWU|;G0Y1JKNOl4t&$d5`wgJ+N6o2~WJNJL39jD}PXJ43SK@Ayjj5wg7oOg14Jm}Y$
zlfypC@KsjDU$V+)LTd~j1rm1n&32_RgX_Imqea=Rz=?C8`rn>)I8I~k|MiLJd&lSJ
z8g<`Y=V2W^-HbiH*bGnC*U8DLn>f|T6BgTRprYA?_xt$6g~>H=XQA2a8X6kX^SvK8
zCf@pO!dI`OBN1dgT3ox9BWKBMaT!o!O_0jd1k<ssv^2()FZS>jt)asb7SJ**2pX8a
z2N6|$(BHq8zESXARZHt9+k-WnNx*!_q21q8A=^HT=pkI&JP<H`0y*PEnq=<Fmr*xw
z-rSTsTF`j_c$o(apP$2UG4b&hmx;_OL{bL;&U6C;I@i(jg@I<xHdgu}C6mM>ze}t~
z46l7Bo_Yp=5^4={Hk)AH6n_>M<WgJyoa?M31yr>wZ^rjh&zbJQ+=VPtF{gTSqR#US
zwoC4~b)?L4AUY~)4_G@bFi9KGk^Xt|zsG|_(G9eRK1D~ju9YFV4!w7hc;{Xeoq*Io
zLyyc|aqK@s&o6X1gG|dg$&ANw%okz<VeX<5G01`T=5=*--yAB}VQ#$v^^Z*mWLk`C
z`0g68Qa!R!RVBg7#x{V3fTA_%@gi7kVF*NHPcI1x#on~DTQha73qLqIE|pC&M5i(=
z@_FMRKY>S-%m{DqDPZc(!GM$vuk-_GoE%**Uc8t>#c?{CnzKDUJr7`J)mTu#YnKgh
zsqk#C&uZUXYc|nS0g2TVcD&&r=fz7b<<x3J`TNkE@Q_!|Hr(a4E#?x>sqqMz<ORN@
zm4zl!5}cir3V8PE_0{tvA3F8AO9bTyo!qFtboLZ59L@du#a<hY_k&N7Gf^GrYeMDO
zlWfPeGla{W6_nHS=RL7gSup<2xBdJ*{jFhs^kw8*v60^pwhk&Ht~+<`B)<PSyR@VM
zZFFIMptJe)cjZCn2Apda7Fo$R%S+dR7@KHV%oDDt5D*Z+J70cYW2MRC=ZPySDv3{?
zoT{s>{Rne2M;K*zJx!>O4!&wBCqI3v+0@jOe~qtud_2R(*7mtJ<EM{@{&&SkcAgzx
zysL~$ov_k5&tMxP+G%9DcUrs?{gKFecR{SazJC8fUA!p#pWA$H?(V@!Nl6_Kd{!{$
zFI<>`muaf72tLHX+>5W!0$(cvJ^SXL<?UGG8#hjE-M@V4^5tg+{2WQ^`q$B8l3!NI
zqb4UOcf55=!Og9_hsFzQS3_M1PSD^-IR^aG)6>>vP9o^PG|tp3Qug!|r(lr^!eAJD
z{rq;*2Y$C1T+&1T_Vu&UhGx&rIW54ujM`EACOvpllAM<T5ME&9P1rVr*N>k+BqM_v
za=&suIl`|ssAuLC6{+>sz^jT+NT|r0Gz}Obv9plaH6brAj{sFkSs5SJoh9E{8Wwc~
zt4+>TnVgegB5yj{F+HmToxh@@;?(kT3}EllSnde9@X_Kw>(UdM>56;eFc}*g+X<O?
zc&`kjTUzAv3k%yEC4Rt4^QxX+Vvqa#C&FFuisXAVjMS156SqLULD$&$>`(LNfXl!{
zD;blB(1$p$o}@EM#Y2j(47qrD3E@V4`t<1<-$`Ea49lhmjAChIl{W_n5nyY+>**me
zc}35`!Evp4$f&}Oq}1Xq|LIK_7?qyuaR>^M9UmW~lwq*WaXptaddL?A`Y*8DzA-*n
zDSG~#fR&Y1RZT5n$J@)x3b0Kd9VOuJQOFQ1mMNwJN{;JZNLlUg(wsj1eJ0>g%6HT#
z>*8ICgoFh6I${b6C^(9J9Uou0?w_%E&af-?bf{r50rKEzd*t){_1(FZ74m8ma%8mH
z`H2_huQ-53J$wE7b=T#$%y;`(0qGgi*mx<)|7QPF1tldsXdl!J43FT-K(C2gsGX^(
zp+O1_^wZD~0pbg2)%Ewn&Fo@g6<5cg_g4T)HZ-aU|6OySvyJe&R6IFu*DL&@Q21pU
z=IkACk3W9?j5~F#cL6MfOP`*VC-2mb*Lw?i$()8Ki$>c*rOW1fz4wcf5@jI4A~`V6
z0VLBNOmUyj#Ini7Lb(W~F7fl9pr)n<Owj8a;>$0eJ;Q;S))n{w9O&iCm*oJPBo09k
zVsi5H3(9Ep@y2Wquf6a6`-*TTP*6Y<kM)Y$t8RU9JJ@kKJAlqGc9xCJ8hxq9YwmP`
z`BKndUe@TLMcGwwy+RnW@b{Y!D_~H8MHwR?^J+ckDG(Ga1krJ!7G)9e??Ceh#^n_=
z{jS~e*IwS<9WedZy?&kGtwr4Mu;J~A#<47|^0Wz??Hs5WsAb=f$)q5nWDV2gRr2xK
z3F<$S)MF*_zxulNXsFjUJnfv=>bR9%ja<@&Hru@-$~E^Gm*kQXxf2P~$+%^gNtda1
z7u()pT+*0~TvJR^4mpjYT!u!9$Xz0~G}_P4T4$~E*O_H4v&=HT`F-<!@Ap2>_dd@{
zKB7mCb5x|T+)ONjbfZ0E%4T+_g6Uv#I1&Q`1Fs%I3a*aA=BNjP&BX-;DzRhy<c0>z
z4F*v-!2wGBYkvNVM`hWx@W5BXL$|H7Gq<d4+R3bAr}E>Lke+ZUzb=8`0x+D-!d@o}
z3WZY4c+i~hv0R#2l-peR#wYQ60NTN!eYN=Fw`oV!HR5A$xpF9AuA<HB+|ck&^RAAq
z>*?V(9>-({N;9X?jPMb(@5Ge;O7{s1EgR{`(m!0AAn)Md@agmCtF!wu^lV1be}O|i
z3Z6+5wLC8h#b-84<cwJ|a(|P2=Of7Fxr41C6+~q)vfQ{LzpyZMz>vt%j$h7yQ4~`)
zYvgLMj|sUA05takn#mTHmO0QSKZaH}o<_@CC}6YI^vD<Y`%bCS#pJ1zp7CXF>O!GV
znoJfaMMgzExwg%P;^k%dSMt|H3z1yr^TIc|^@W<_<Kt*`ECEMdSf=k>#~iAgm`;xg
zog8{nUs3D%Wy5v3zW1D=>ZYg%gzVe`(FI8EY&CVV4|Ag)f#5jO=tI+~XU;IOE(jc2
zJ9-5TzhOgZo46r`llxD;e#0(*YTP6_dtFChX}<fRs>o#s3M*2UwYRquotxhQxAyFk
zG>Ho|e3B@3f5gB+<<{Binn0`IY%-ag-8ov4AUs8yv-%gj$Swilyoa@0X_Zgp$&>o%
z-EiNO?U+c3Gt{up2s7y4B&M!*ro}FG#+1oq5}}0_A1^H{dnWkxZGzSL`MNmi6P8dv
zt040UHuToEwqH>K&N;lY$Pr8#9`UzRQ&S;Ima77SW|SkdD$^7<E_6tdHvGO|%)ZtW
z9_+T}gT~;;h(fGPI8kG+w{~@%!<mT)jyZ@RCnF;hIWy#BpS4FG@dPa<IC_e%c6R4y
zo;79en(Q&3?fdR7G*X*hx$%Bv@rEGv>Wa$BKB5j6AmVO^#E4d3clU2@YKo+Wu=EwC
z+V@5|nt*Merl+4GiP7b^U)Sf+f6ql=tefjiluW53V4es_L{-&0FTY6|c9&2m51|#O
zq#<>J)>gR7=tRj_!Zi;Mk8>F3qX7Z%kLJDDzBo6m(6lURW+qxhRMZdP8~qs1HpNt*
z`Vt~|6fXzg-ct9$exu@S`>jtGg$u_&f3VrSdGovabE^@BtD=XmUL))g007|fZHmOX
z_CFPCUMJqBQg;wtzCo7YN_%L2i~e}+UQnyDzJb9JpbiA8Iv{&yYY<$#FG6x4gY6zf
zzI;G)#uoWbA%CuJ{P@lm_aBn#d`tkFfVYUMUBimUv0u~nN5KBo$<vcqejXJL61u*F
zTd8IPD@Gsfe7E(!QU3%!o%WF@BHxhB;ska3n-dd5LrD$=PfPuue~np0)S^Ka4Uu*O
z)cgzHlc`&&wZ=LA`-JP>4@anDe>nf?QzTKV3>=)|{o1N;aO~`Bn}VVQ3A-9DcM7BZ
zN6nCc&lgivR2=?@1_(=<Z%xg{m6|n4AX<<bFDK=Fr!VM^MxzbE>68@3Qdx#&<Oy>h
z4_5oj*25tcWc=XEB+Mh2=Bat*V3zz~d5V0+6ze^9@@;rY4eS!t4_38=J!CK>X*3!Z
zty;_ux){2^gQHeJRKKfJICl5)kzlvB?3)WOPo%$YZB5=CH*2DCvmd5|BvN@r#YPns
zQE(*5W=sfUSNZz-5^k1eELYF*)(I1X>M9@q1m?aMelJY?h6e`DT)HHIf=Ilqtfuz7
za9rwx&V??m=8=zDjR)@%vVq@faNZ}XqoWhqSN|j1acV$IUe{EL2W3n?a(1H2=UUA}
zW7BVps1t%Z7(c^C<4yvX{xG6<4`I<joV02m6I7XUri{f-cQsz9Y|C<gi&+Mn4flIK
z$>D09lBbncjrcVrr!g3fFml|)Ew7E6JBBcB%5t53CPyZxp<JIZG{wkit>3TP7^J6+
zTeP~gp=5q2UrFpIMcr<*`1svuJc{jb87U|v#0;z~Q6j&MfyfA6L7YmZo}b)BUbP~u
zyZlGM&ws<XvLiGT8!61-3FFz_uaFyJ1nGqFJSaW0Q>VUeD(6s7E4kBnLE)(q@~5-1
z6di8u+A?mKxM-A<n>&TJtx8HtCJ#G+z20LaRWeWh(A?ZSTNs5qa;Mb?tz3T5KQK@Q
zAzc(o3_@_wJ9jZzMx?IK&oWeZEnC#Mb98j{N_sjSTN<iC-D`c1suUF!MGx}UhlGb$
z9FYCmCJ@-eiX#`yR&Z}?u2oZe`*jPaymPBnoGBD3jA1LLVxAG^N1ijwnn`H^xoMN{
z+<H-NC!PMRtLu085!mIZ+Iso<<u<<w2)*IEElru#9^zRYTXZe+=1r@gucrxmdV(R*
zz#Aap;Q4k_I{18RFtOQ}FH6bny@DXeDlD|MWu&F$0F_%C%dJ}Rd2X%%;W1c|1X!xG
zZ7t~^aL}{17MovKaKXym@9Jtjj8m*ll9H0nEZ0}CYRvK|x;5+O<z)v}_`~F+V~*-o
z%UmXpXRkc6zW*5b;~8)gGSW`?;+l@?4D*wcNVYaMOtk|X>v>Etd-Mg^=(MJ(w>L{!
zSy|QC_^@p;i^YWLY5Jf2fcbi-W`a^{4ojRxk6B7=Y%D_vUDLI!EJyr;E4xLGsxuO2
zdE<mX>8BX7SB5JTWM#MXFskoE@#I-%5WBs_eWIuOCW#UhbSFCE5X1^a><E`Z--^WV
z2^a%9-Py%u-<~oB0ezx(`9W{*eVme+nHhzF*ts}yaq%D^Uz~k+hH}R$H@kq>h6xEH
zJ3ISO?M4C!Xzy^1o{Izj0?PY5ter2&8&+EFNtn+f01MAFvXKBM|NDf`^$RFCARzv=
zA?$XoP`)~b_b`xKOP$Q*7Ct8a9I(1aC~x;%yF0uO&TA4FXXH8NObS12+<fVhUOME9
zci3!mFRwrPV|kd{aMwXPe-0ZtpG{u6pj)6Gc?uaRlg(a<WF?+c@7u|m^*(qIM_U>P
ztC9d3mXibuzFljU-qFg+qAG4q<AUX;jEszIXO{g9e%$4rt?BVn(x%0o{jd+!TDNMJ
zBSCy<e)ejSWke|f_CwgvK6^W@Z`OF%3yUFfeG+lA=2w-(B7vN$e`1-(@Rn{=A@JLN
k>!mA+*8LaU{hudOiCd)79>y*{Z6M)cv)93bW9D=EZ=!Gx7XSbN

diff --git a/examples/summary/images/traces_neuron_activity_Syns_D.png b/examples/summary/images/traces_neuron_activity_Syns_D.png
index fa58e7c86ccf355fc5e6208aaf02e129f555b924..441ca47a9fa3fd6d4939e5a8bf38e384388d7ccc 100644
GIT binary patch
literal 130
zcmWN?OA^8$3;@tQr{DsXKuTbG8$LmpQRx`$!qe;9yo=v5=1cdrPC1OZk9B)A+5Y!W
z-pYI$Ik}k2syV8bo}8y6`?Oa|joE@vm>G~7rs4o&4$V@G6*)ryvbOr@A%?&R=&auZ
Mppx-rje!W&59y00k^lez

literal 37663
zcmb@u^;=cn^FDk;R6>bED%~lq5{Cw9kOt`zP>}9aknRvfLOKQM4(U)(Qo1?P-Su4?
zU+>Q!@LbOiUciR4_FA(h?wPsA;1`Ng4=^5Kz+kWkGSU(%Fc^w540fvv?JjtdR``Gn
zeBpDH)N)j{dFAM0WN!vjFmklDvT?MsG^TVmvv;txdCSel%f`V<Y2oN->%h;>ZvB6M
zz-D7_&i<sdvJfnSZY!<r0E1y0LH};$3FlhEU@>7b5~6CZ$(t!|$@m?YS81sx?1UfB
zo1(>w@36PyN!}VD4mTFV?<kSl5zADLO%pZ2k93{o3~_zafM+B6{vLBiUfvgKH0r?Q
z`fo`2vF*rDTlrhXNvWTv&Hk*oAuGpIinrDZW}H^$_ubZ118~HAam3K5{7oepXKz#b
zgYPXPUP$0VkCtGP_*CGDG}iy82hp#7TIQzQZR0Q`z8io=mb5+3gF*8=>>JYY;J4JX
zm(8VG_kGTW(tc%1Vf%|wk-ALTg^xb#38#rfz|B+LUNr@lw$)zj^>Mx)&hy0fi@Gb0
zE14v?Ia%G687UO9UeY`>L>Sq{>98Un_K^Fo^<<T#kr9>q@mBbdk}z4C=bp^y@yjw(
z^s9qhVWajST#NBCx;n?z_n8s=%(+dDx-QdBu3#U(o4n4Suj9eU-TzWeISwhD{Iv1*
z(=LBCpApJ7nEED|cVuinkYXlpaYEhg`to>p<+IH~Ss$ANsX?jn9Yx_w$Ak4TY)MJU
zzf-l`Sp0t}<<o=&m1q<O+OUN;PR<#bnZ?G6^*FsRT&L{1$nuJc4s^M#CwM%sPLZys
z%L)4&#$u1K{XCG-D?fm&0%{$Q#vLI9sa0!huStC_c3m$I$LxNI-kVP}i4dKvvMx35
zz(DN(;66E;v?;Y;mUY~o5nMdiv+tpE-T8jct`(iZFwN`e`{-94JFr<3u++^8e~bd3
zOiV$tNf!@XXuiI*$vkk`>tR@IJf3M&624sW*fNO}T;V(FVMv<;OLv7on+cL*Z>&)6
ztYC2fJ5R5xdt}qF8{oBZzTMn4<FOsSuwX3ziR(_I$8l%UlQ%o7xoHcPWBTF>3JT;>
zMJqsLo#0VK^W~<^-=SRWwe|H<=gpTtQUr)>8V?EGk2Zo647?w<1!BACKC@epDAF#!
zyT9_YZ>SsH5*3x|XJSt*L#TeEJJV#p;IZy4ktz4}uc=j9tn_c|R_RM$j}#Pb9fQ3F
z_4dkkl|CSO8iYm0A9Q&<JA3R7GhX@e>EU#tW{LhnUS>q^YtL2Qr6}?CC@OLLrmHaS
zew+X!)5{-w;g(4m1qIBrZMNUuPV?giOSCs%9kO@r=Bwt0NYhel6ltY5yfQZhi=p^x
zeKUNQYkjmao>5byb+9(lw=dv&G;aREh}d|%%uL{Qo<9%2JTh8j52)V!)%kW8IDdrY
zP>$O~+dKzb?Gju7<8U!j*m!L?pP1K{G9)zgcd?#8vg<-{D%x18$5!y*ph_1I(8PSp
zZS3}Evz|k0Lo$6wo0Gd;!dJM0?gt`3weMn)2KihpQsDGZ?uQVt0Hd05Ly~zOj%Yeh
zm~BnfKAg?0sv;Z^JSN2wIx(E>PH}36{`>?fd>!n4d6xd|8;-|z<1<25tvNoQo*23t
zO|P<^1nvUOW3w`W;itohy5@I|`va94%raMkhg;JmQWRc1Gp>sdHo)C7vaxjn5o5zn
z!0Bukf*CS^%`q}DeQ!G73f0ti>-deFs&z0TzMJZ{@=zD7_;;pJAS5J&!+Ar?6KG?E
zL-YBTK(cKsI%F&07rz=kT#`Nadj8Zoy_qmS=w&IPBn)+<PU!piSp0Zv`gfrw`@j=2
z0p|*zRD>JXM72%i*_r!*+hS*UTg$uKn_~e+a}E3bZK3Q<K|rlD!1=@j?tcf4VXLON
ztPDPsqaeOL)2OVa6%;`xu&~pH-Ibf>o#f26%6srj+-^BubD@jE=Ro4w*V^WTK{>u-
zCF!R0AnJEZkRG!VwlU=<$NWCUBxG&5N8#xkt0eRgc&K~*d`QwCse&XXonfNt>har$
zZ^nwP9kEsE(Wq=UO1l<Db!<BP(eZ5i9#<RAwY;kVE8FdM5Z#9HJO1?r;>7p6`#=nw
zZuf6y<ic+$ijJ-N?bKZ_eXm1xtMRfsvGfYPCrJ#ct|-r@9r5~w&aEykw|%<6ecN8_
zb_ocbG@q@pY}9Wzod8E<3p~go`1(AQ@Ubnh()kZW`rQ|zHClC!Oy1{{vo~knte%a)
zrFm{RUFY=2rulNGlf=dl=wZ###2aN*RX<?&8g3;(Xyoh-J1CH@>e_V>oB(N&?Uxi5
zww>%Q?t=SXxY!@)ns%8DFYo8a6u#KGU1c>M<LpV{xpQlx@(mJKuF?IlwLra)!@NJa
zVl2(Rm+4Q9T_z0y8toMp^2aB?+3Tz0h{f&3WAYruln_Xm&t_a{UcY_~)PcbeT<H-X
zGT8xZtMOPL(vTWts)ub4UBZ`|nwsy|yx*=!JokS-BkStx?fq3^Alz_$b^c&2Evg}A
z`vo!81JQ*3`o9^WsIc8}^E9*JNaks7pDWK>B8a_i8q1QDXEv!E_r-PHmgAd_MQL*P
z^*whbZ;3#1bs@b5?w;m;8_ulHb)(nDoF8^SUy2LZQc!EFSgG6ot67Hxb^|t85U|Z)
zh0jmNyA0e{>A;79QI$r9lL=_tCwVGAJUslTOMVFde6u?3?`(6km(|(9s@S2kS$51v
zc7wMR>m!8;FiL%&OQ)_{pp|&Ac5s1jC<=>;@V(9saDfjc+;!DOqiPq}ZlHk$0Ws?h
zkB&|tXS~lhQG8GK`q)3<h<O5s1AaJezTP~SpCYwwxn&G&{eaY<!L<~aCLs*OIGT2#
z0gTZ3O1;jVyWGI4AVTQLC-eTcyZET{7B|2sh{F5iyU<+`e0+S~D?*{`3kTp`-H<6q
zrDbJYc3ZW`SAq$StBBg|Xc{T^h)9xWiW|VbwP$0aQtmv@kfzMf%Y(rxtj4)A_d`QN
zH`CUEXSZ8?zEL&#)&i*5gk$H~;red<>?IaB+V`}p0|qG_b#;QLR)6MBP<(;M;ES-H
zY2ce&9d9^WD?|%ytC@R`N!oRN(j_d0_HIny<1w=7F*7ss4sZu^-87LB>!V+}o8B(8
z2U`r~gkPQk2Z<Uboqww(N8vM2HqvCrK^YKME7H0;!%3hx>v=rwqSff`q-e4Q0#9co
z#WwHJT49MX6c=yZBQ>O8dHlFT+dSn10gJ{Q(0k`(pR?86%r9R=1g?MxU@asz4bjRK
zDzAW2Mwpv$ns(!`zN|n4L3105zEj{%c(-a6f90z(Aa+`AAGxK!Km%6W+Q;6!p>=t5
zvKVR7e0e0ECgeqWN$&i|=<irb+NJx+&b-A)LA)Rl3`psT(Ai&_3t&;&Kk4vf<>cZE
z4<;%sO|D%;r5$KFs9(=Cxbdzen*6GKqe&d_j>y2XRAzgu-o<8lZ`)x&uv%tYjw@5W
zPy_bGb5TQCPcIw<u9B*fJg@VkzrWHU%gi{ewwi4sgS<C03(M}H9J^bC3S@A=2|?Ge
zKOj77XSLKF%{Q<Qe4qq?D1yenWk)W-?)i?bcc&Z%(sOd?3)RSB2OHx<yA$vSA1y9G
zV59PHiPzL$byFO*zdBqWL-M?;4uZi4#Evku|E9*zo}3@7`T>7Te0?_7{Hw{!BaA|r
z+-26Qx`d)v%!2SaHZcb*Qs|5kXoD|%(+SF$o(mauG+ICZI%~t_(d3a^ZmK(TL1E#h
z+R|XQT&eB6m>I^TAkiD4GT-LiPLfjBUE_nlzi*#!lw%jytuY67zeWR~NcGC^Ia>Nb
z9qyoR(2@r%yaNPIWqth!Ce@rda3Gt#^T%4>V7snU-i=@ZQty*_-raV*&lfZ8X`+62
zZ^4=__T<8dIa`mxjR;e4oA<X@SPpTxA6Uf2$AfSPg(wb%AqQ_gJ+cVlD_2k8&RrM7
zpT&I;QW88=lN!Da!xFx*)pcLZCVuud*-Jj+{bm^A>SU3Tg{7}<$DEf`gS@)k?@*T=
zI9H|NZsY1{=i9K&dtWbRzsQ>)RGW8ixBPrI8#bgU@PNJX06ycnub^xD{Z1mM$z7p~
zowka*7r^_RKBoj&BH#f@fKgk35s(4|YIeZ!CIdFU``t4EzMviW@&HvOL4ruZBVr5;
z4BJ5&hGm|FSVeyHd*rT^`mXbL8ctU}*R1AzwrzXxZ0;19)`crY8tq)PdIG@OH>Y)t
za~Gy^xBZm{S9EksRur0y2;PODitF^T(a{BVpHs|KfU2P=B_4>?@!;8%FQ-Z8lA|z7
zfuSA1shI}N-n=JsehzDqJZw^=cBrlM9ONDwrC~po2ZYX9>6KE$KHD^n3u&mTX7ZqY
z&IyLLT5dkj$vuF`yi7UXoFoDod`L=xaJ9`GiCr5hBmxf5T1`WP|0=uLv<F__NCn}<
z?S_3UMS)Eod_uyfdF;<d%Y&b1HVw3epjeNWbwsQDpdTCs$bnU_ZrGtAeV`Z4f4zNu
zDeMXG@gJY-OS@UG<N0l$>-wW4aQXAK$ke_QasXC{eA~ChSB6!UIy#69!k)YtoeO42
zZBdpY%a+G`C7Zye$KkZ5CZEDjus&AO1&;OZO-W;wDD@f$;dfx!FZ7!{`Fi{M9JW43
zdEzBHrcxkNT*y}j(jtLIV;Feu-cdyCO2{X2+ybxH^E)pFkrlcvprRZ+jj>P)l<c<h
z$rS`SJMc;O35B6{pc7U^srLihQV)7lTxRma9Fu*nPF;bsvICdB5tV1oAA#7DZeO&U
zavIZ%Sgf9LXSv^I@hgx5hBzEn<xt>WSJS6=-1vhFu*!FU+_rJ=!FGU~`Xj94O<v2f
z2+V}@&1g~Bw#!nq)B?b#ofoJ3WL_8hY1a|}IB~k}%oTMSC@a6yVqM_{Cd&b`G!U0^
z8l8dq{b_J3XV5zW=!LnD5OU?PIT@*|qv~b=ifeXSF?T@%<f^f3CW|0H&Y}`<-Uuqz
zt3T_fBXd~!@%_n|uAh+Cnd?<R)!XS1v%Zf;z-9K;`iSi*7*Z>*YSr4)z3NX6j%U%#
z0PqS1XYwC2@F9aN6P$GH%M}o)B&3JADb6ox!anj40?5q$@v%+-CR+_`K=>LFA#`Q|
zjQB2#W^p@|?yzc?p)#a-a>3>R?CON_N8sx3lOu@tkpo?mHqGI{!uZY_HmfFWfou)I
z`2eup9d0^3Eb$2^eEf3b8y~sD56&B#OK85h!=h0n;^xK&nQ8+-c!^J~liK8yF(ZYq
zc<Y=ulN{PdBSDBKxkqXXgG?4^I3CdLjyk7x4uDK94u+IYfU~(p`<mi#V;s*s+3qe|
z<AI8Qn-Ky)Q^<*H6zhKa-N@E_VUIXniUn3k13UuJ7Z5)apS&Ris3HO&B&_ro&eu7~
z+~!#Q0^0~Eogn5ggc+9-lY1Q~gT){uWmzJ)mY0bWEU^Rfy2YaM{<6qfVEtM(wp5Ta
zt8YC9pg2T|+zl11eK?F*2QR0WPxSS<KA(j`RRsT9UeSu7vbJ{c)^z>iv*yzWK+lz5
zz6`0J^(F!6*jB<E1c)~!Mj)jK>M+)-eoF>&CO@E!m=Goe`WBXvLEUu<u;){MoRg6f
z@A#oa^l_%{$+{MLR9{yBS~tc(aP_$Z`<)?)*`-Mf$7M)yjKL8LvS~Vf4wF828aGQ|
z+J5$Siq{S#?At;4xJ0YWA2Flz<gZG6F6BsF=iX%$70F9vDnluQ9WW4qUJ9$32JK|;
zv(*eB_l$}PH4usPffh)B>`hKS6)|qt?C3+Yr{Y0i@jhfZK0bZ{<oj^FdS`;)7HS9E
zvj$Ktpp{3V%WeE4uU469FpQF|>0}|S1eaQUVJ_$M+r5fgI77KgE~GkDR-br*y-6bb
zQzUsF5daW`2Lf*elpvBJAM4h<2z&HI7Qn5bR6&mrowv1;ItwDlQ$Snkz4t%Q27z2X
z6bPsk_{bmtlA9wOis1LQ2JehE6wS_J3tv#?$bX^+n2G^pOcEg4bx;M8QbWivEOn@~
zi=3r1f^41l2*l=4fDJV7lkpE<d2EiC=kjh=3{}K8rh#PamPoSGsCKV2tatFv-mJ5=
z^;ak@k#uvb1x1l;i{BX^7}?p0j;9<Vw-H6N?+(>pyrATF*<yvlnjHYOp&=m{%T9O<
ziugdGeQmD&H-4bnZzI|`fSt4dsUH@;JQzykv4l5)+$8dQSw#hYih#>=J-w7|**IWW
zZVfMluTE&rjy6M)X+Ejf8NIiG;XZ=21k@hzqorvJ=}rV#fFMOd+6DR6`L@7k6Ekk6
z$OV9fJ3t`(2HZcm6=9^eKEU5lsVEVkdc6Q6bMwuKN~pq+>b}O*WE1o1CtGws37<Xf
z!Y=P<i9v~1EE6N+H%&*gwjZCkf0vqcCAa;}nlE};i9yEi*aB(--&}VWJh5}XgBnt&
zqDk#DYr5|@NqCLjqAdvW{I5mK`fg(*d_kGWUE}@Mk16L#YvQL?#CPy5k5HdW0HgU?
zS~9Y?+*fMxo4Ue!lJNH3`z={Av9@dZxeFjS>+FuE*#$;m2&xCfLY}VuDBU~?Ka%<I
zVi}a4)4~&_#*0pd(ymNDTTVMAC9xdO`ZVj!_L7~_e$Sxlc=1(|tE6EM<1KKHuPXDF
z&(=!@j&aZ|@lj&?KMT09Veu{D4D5nh$s$P6o_l!-UI7JKjFuw*4x%ThY<WPLVhwQ4
zoK}CnC2xV?Z)1FMvJ2&hckdJb`o#oldz}Dcg7O2%5pV%=rnsh(k|swB3!;W9f#cB|
zTuvFF5{M)A2rq;YstHDsS{%tZ4)N>)tdt2n_s?D}8Sr?c7mex#@DaetztY=qHcuZ9
z%}evSdI)M4-Nziz3Ng0}HNMK$8y)w{mlG+E<`jY-#lXKk#G{+?qnM=R9ruI3^M4SH
zwZAtc<KkQ2j1&;u6d(tGSoCWouYB^Sg*Mg0jjs%SrQ#F8mHfBz|DO+jZ9Jo-_m5f$
z!a>1-EuggG`+mB3+jtiye)j4ztwFQ!u-vGH13qg6L#x$iXnuwa*GC_J2<is@QFo0s
zMrf)^@9u{1w^xsRFDepmD8pK*a!;(Z3!32lQP=LGOcbb1a&N)73wzj?wxB_*5AC!;
z5re1ejX2!7n5pBbhIsp(iOaVx_}G@!CM(k2SpL)@IAUB9?Fz#sU&W@C;`6R8N!G?R
zsjAX3R*tk5r`zGoM+%$Qa=~%BhY3;Vc&TrbWJj$%7f2kNk9_IZQlc(IAsJZ)Sr>@@
z98}2Du6tN1Z1paWJ0AJrB_ZWh9nSn9W9wr~c!^vl8iAxCet;3aKQ8nANnsM)+t0hD
z(Q;m_nbXAS_5M`Eq}PY#ILgxw`Hv3B;Ko}hCBGqa(WQx!X2Q^{ca%rt)fbOuo;vzI
zkf&XS-r@J~1NHZt-RmZ*ALgB15UF`pkvp-lkXb)hCcZPRlkvraDMRli<zN$P^pPYQ
z!3uJ7IBLj}!}r_J(|9H0X0`NJJvk}nBK|yF(Cx<1R^{KFoY4v2Oe<25Ouql+o6<v!
zdljO}*H43-Eu)<(ED}0G6qmnWNp?s00-=@l;mztt_VTfmT3;negkXqNIH1cOt%b$x
zVWCyCcJHHoW~!P`W)4Ax)ViBZVFcN1*e5sJRwSF)hUxMq{Np_rsrk2Gwc%gVIpC5g
zSU?X=6C~Q@t-P-U)V%7*MX2}GoYf5Q4{c(R(Ra|~#FZtYeZ_#R$Cq&q?W|l+Sccgq
zG5mc$1|CQhihH!6Ip76$wnr=}OaAv~**Ic`L)^0&&f^-yAB-wKR|tgM<v1IrwFt3=
z!|@q`(beNm5*0}vCXo1kdv_FjFY}wtx+gYM&CPa9#{8r70#1(Ht-Q?mU|*~}Z7}k3
z0v?5+lHMGrt?F1)e7F;La|$K<o@3v!?R#uF(kNe0Kt~&=gZ6iB_yG20`A;fqVl9nf
zFdE$U=7p#u1~&eA!BkT@I340O36l{mUrLkzTk@Scc7ds>)bn&_9#HALIVw8hl{M*;
zS({t1xUj#8v)?ylzZvtP^MdP&YEeCJBcx=*d8^|u9SHoZ`PjR{ed!j+Oi)uNwyR*U
zkTVD22C|ULy!;Glj{lxhu)ts+E?**DDC<eVOAMj?qVrI{%JANFhKYzCe{>`NS$szm
z8U5woZw}WBd~1A_@kMJCjG6+=-+VXzOgjg)Do_+Q5}0AoonO8XcqC-=?|kp*t7-{h
zIF>qb$moqa4jjq%7~ooIf3-gwgTY#@88e)Dp`-m<yEH2(<QI13qEV^B|30m+d=G|}
zpe(UzYY|L+D-dWI+~P+8F^p0T{&Qd2S<s3`c*u?R%aXc8$D$onZi3<xRO<y5D_w`5
zPjD`<BX9=M(5MVGMsCBz9#ezku-%^>lo9D!ukVHODNvs!Du4B}6~v_-s1y%yqLjAw
zLpD$&@x%(pfx{$H(A)9S=F*LygUzy5$)G6eOAbTjNrTHZO<n->U@)j659({d5Ee~q
z1M)^K=g0jZ_QzLQ<hT{9tA7Qkpkd6IOFT%pv7z(};5bYe1V?v4U4K4^CgPXAs*Vm6
z^Sg+s{PQ@fb1z=7R(!g5@<XPj=MC)|C`U;FUw!w%BY#`oFjqtb$b<+%1!Pd4+obcp
zuGis+fNdObpdkdo81cWb<28wawCGBr^FUMQF0`vu*9CM>fYKl&d$k+sV>nu*J@KZv
zW&y)$x^Cp^W##J;EK*LYEIz8&3ozdoxRPo@99j$^sL2gY<xrMg1DZm1pnGxq23u43
zT;OuQ`q8q~6B|DUa>9&nQHT0yR9A^k=(v)?YN?P4L!VSrSEs_a$D$&|YUBBd2oJ)6
z(@N+qG`0r?>?30I@Ly&~-<%FKTE2q<a3}z4#@$g=CmZDhH?`c}IHprlLMmFyAX8fA
zc4;+l>74x<{z%mLhLAi^w!;Gja5|{8392HQAZOtPHHzJ_=Bp?FuD~dFpE$UeW%$L7
zdQ@7C!$A>%<Zb<Cl_!=T4*bQBGgJOZYG&a-sf-1TaCzcIdVf?xQ4=@)`85RG@uXi2
z4V|^BG&wr&Ld4{MCPuv$+quU$yS9e`Y28lB2OPK-cnSCa=`gEqN`m>ugP?tZ`(jBL
zz%fW08g=ZY+=1TkZ^>3>I}s%{eGW0m+S*(Q#iVV68H5_c(V$f&@zEJQ&8fgfaOIw7
zw0aiyVL}>*HLHzA^{xZ1j8<-_tj}>WCG+jZd<nlh>U)>6D!=j$6qQ!}ezREVpc}rj
zTfi#fe=nqd8_bv!zjy1npGNe?fTaDIU@YMhCT`x}!k691?ocV*h1UO0o65Do0gq?6
z4>oHBIj46L?J5*gtaef6dFj$3^8%Puv{8SSAHY8Hb`wnrMBaEQY0A=G5=yJA`~9X}
z#xH=H-<UEzt4)+oo}Nt0d_D9bt>p&=3V1m^($Yd4HJh0K{FR9D!#<YvMXiIOj~7_4
z5<WO(NPi0kwIqL>L42*~Ja^b+;rhNnq8@<;FXgSkXdp_;;IWQdFee<eA+1!3tS+|1
zL7H1oyn{=xt*b=mNe59gvv)7V1DA{gNuDy8jz;+qMhzs0W{GkmecHpr(sma#j?W1c
zqys5HMj|)oq@~Z^*IJ-d;z*IY2|HlN)CE{5cF#rkZqxYw=ig)yA9o}=eqC_OOujL(
z)U19y`;APeV69^FO_hepIQ!(_QL|wO{idM2s^L{x_@AU4we~S#O~a0W&3?cC(+}F+
zGYMK|EXvd_$C*fy>cvo=4k3e=6_2`R_k~8)hZ!f4tlEK8L$fV3`#x$_B{M4F;#ZtR
zi#DHg8@uMKf3*Gid>wcgzvgkV`)R;#!E1lF)x0o%^ZL^Mf%kb!V9nZcN!%t$)yP7(
zz)VM?&krZ`(zuX}0BX^HVluXqk$5uCaB@CtBh3<n)nv&Q(YWqaG@+Jl)x480dE&TC
zICZh2Vs_p!;E4rGEXL(<_*irgR#cd$UiCSrrE0>z=c+J`B@WqeHS!YH;&rW)W0iLJ
z9Rv0&q-a?MwV+NY^|h@;MqC1Xu;@lX;oP;Ga`!WO!j>T+4K@q4mbx^SGz5~ypS}uz
z*`ftr{S`qTnM+YmN9Z)%IauAt6EIp7yM@#xkRgzKe-DZkQSB!A(rU#Ely5Pn_C~7{
zFMslzoe$`!wC2(i9#@Q=q9u2>;GQbKU<qf@Omq1m<=?xiqAg+PM2^l6g+&o#*;NF$
z6v5$&<{P`Njcwb`A|=m(uV0Tba;!2$j1<(Jn$=9bSVxMv0>&6Sv&A*zD*DaI?dzTU
z@s(+Pp~&_=*fM*6gQ9!|`SmqTm886EWj?j?6O}k=h8WfiBPWkWB_27#Am-bRh`Yj^
zpVo;@=a&xR1)dJbP2QvWiF>1oxH9kX0ximZ+L-Nrfpge9_S$^-!iJ%?y%-#$qi*@k
zEi6ar1#<zJ_)0Wm;ET+F|012Vzh!XVL3CbZg3aFOv$8XsRaG-5Ar#3Ynp4R(M`cQb
zvLK1m?7L1TI||5-C&z{<jQ_&scL`Y}dN`H&?%G%0)vHtD-275nsds9RzGx7=lc7G3
zR@*G&7?ON<5#<ysOUpOtCM2s!5iIMYmqL@0z&|#Z^WlFQ&zzDQiQ-l3&I0qwl2kOw
zM-3sh+_ToaFGk2v8^WkfS<p+xs}jM7S$ja;%S7+6_CD$rI&@`;(yNFRhF<nI+A%|w
zU`jpI&Wuq8I9+Iwu4J5*rixp}n%4>?W^GXC#ny51+Mruo5gSv6H0(xY@B~sAxR~v}
zFu&AhK)+v!7SrKZtyHTRx8|<hvXqxjx~P%;*vu%~{XS>Uk8B;$zsDDYIZrm(0HoRZ
z0zn;kV5#n6=*J<QS_!+0L8m>=`0kiH^2KJv7ZNcJ_g5t~iV1Tn?w*_G9>m8|Lg*2l
zHh?Z8?4>nr_DmPCK7|syeTCe4Y&VLe*;>STg}GRxQiUA3UoRfrdER{m1&8M7Q^_f=
zHUFqrX#ccx@et-~Tkpp4B%QHYI+hhpjXHORVVdX|mxD8Ho%{QEV6`BdRK1!Qo8S2v
zdPBv2MXSzz$!OTWSMR#&EqJ&Jy#D!enXg|ux_Y|A(^uS->GJuis-^d8lYHK@q0f_M
z(b-`VpRUCE*`)~`;@;b)TK&>eM7e+SdSV%Cqeph_@`v<|-uWE!c)@!_GTK?^kEr0w
z$Y2$czM%oC*wT(6w|XmF$^ThYB3d7w88w@6uj-oTYsS;u-oa2x;de9!vFoEerL6u*
zYvg4Nvd>TqaO109^JBh^nftd_4O-?`?YP_{)V=KR`1stO0p3(U=|0rvg0-u{{lVPZ
zPM2$2^KMub649`KLBKiqwkk`;1wz@oaNX1>3t#({d-M{+AQ#ogjy1%!Mba7hm88s&
zM0sLA&8>hNKOUBaT`<&{_q26^h-ojJwx_pmEHX|9zdQ2GN&~t4w{H*6)xN$On*~3<
z3R5hJ?#901#l?4F2L|IPcIo<OD+z0Rp@Szm=VhzHV<T>MX(Mjh_>04m85gpGS?g_c
zx%bgIF7`pBk9ol*W`cqD>MnJ!&2o}YR<B3n>d@Ah5B(ipGHRLM<j47v%jO6r(uB@9
zlTWBQ`_ec!+8LwfMy-1OeM{%(WXauFo4OJsYWYfnaAfjbkBmVgQl~|t=zRo(ABZfv
z{~`-5oML8`S~*9l?lFmKRhg%6B-(zxKA~it*CuHyV+YTrm%-Zk>dx#;=SVlkJ=&HV
zC><Q_>4C>l*=aHRNOoKz=0fB6^elQXG&btF<dX_TwW`mQEbDsNp92YkdMg8NQwebX
z6NId{JEl=9{#wZLIB}ap=$>ipmg)gTf@EAZne9iS7tvKoycd~9TPEWP_J)ihs6;oe
zsZ=74N&c(Rgtl?ZWa`sa6d&BUaEhK1|M%&*G*?Y5S=PrSndgaVT1%idr1}2lmNumE
zfAG*@Ev1pXx<AmdAE$77D_xoD%8b~PTDht4IC((vkZ~yDUB^=y-+xhn51!3#7bOIb
zS4d$rqwSUY!oxF-Z0a}2d-4NOLSlaAW(&ME+dpp|)IRz7Q+jE`JRQbhN&g#+=w-pK
zl18K7TzV9iKR5qRxoFEubrWBk)Mmn66rD02Rb_{m)Z?d(c!`}Pi0<Ht+ARxuuFP>2
zv#eXn1XjFb1Q+<vy~ISREr`5f1!b51F2~0<DaiW0pC#7^)NJKK7oBr>n|rw0XPjA~
z5}YYg?=f#ItUEQYh8`ZD($XyiU-t1@S#6i!ik4G9v>No9u*<>A<oOu;Pv2?nX?uq^
zw$`O{^AU0ncs`zwq=$5IAIq=yM@KGK@DDJ&{5Vd0Aok-|{7VK}*v&-;a(uX)Pszhu
zrU>rM_kS0e+gsu<`jlYEfh;r4P4Kfc!5oG1kb4?&5cMtEZR*#DYa=J1Y8wd(eCahc
z#BBi&+CYUpX4?o?EQvefOqSmNW~0(RUVhc#ySUoH9<Bqsp*c^66PAx8%mlH46nul1
z_E$bXv*`rY%Sdr7KGc%Nqel==V!P=a%X*@s2l)++>L=+u4pvUr7wdW5@f-`AZ)mUQ
z)*9~vEf(i^`om?J=&{_vydc9@oN`U1TM128ZLB7)6X<Szk%}Zw<a5aJDpE=lawEm1
zqQybW{q}1!W$eHyV=$C;C|5AkQJ*lH@%p94>d?D0p+U(E2+t=p<m~HvpPE687pP4L
zYKBr_q<nB}#E!_so7ZpNC@U+^pMdJvy}^4`IIXy!Vk~Xbds)L)Yt`_MLm18L!L#{Y
zcK=V_VV}@yb*rjnsw^V#20eQUgU%q{44^<{_*`E>4aA*5;fq^Dy0*7o{Y=VkeAOBD
z5OfU7n?Vt*^tO~dnk8Y4iY~uNtxui8Yt4}ty`6Z=^~mIAiXJcQ0dJosV6epHJ0IxI
z<b1HJcauqQVkyDV&64Pk{+M7x>^5Rh1%*1RP-CeENVH-MVs-$sP2nZTunNd{jm4xL
zL`G3i&KmcVJGe*^i&ekAeDlR_njOB(_Ib_&JFVbv0bkAe4|j3^8DU`Yk!(34&@}mD
zX9ZNYt2dsd@+RQ|t>_4LF*Lh58Bt3O<f%lG=a5&-m!R_?%IimpSIU%;U+ltb(>;*O
zYkhm%bGN^gC!@xItO<0aDC82@oJh|>X9862OKy@fw3xIp4OCgp1<I5b4uyFff?C&i
z#!VjE*^wxxBNn}kaDs#nsc9vB!tiB-?cNb$*)5~LjbTx*lt3aZNu=iwD&{y)Te<1_
z$^!xJ?}q*aD&x<fM2yEl<vrc5AQA2|0prZNiCvntfv5cJ_-OE6);?E0O}u&vqfPz!
zZ#Pe^R3XP`#zP~Z%5DV85N!(To<gk{Vtz-);@Xu*P#qZ5yj6q(CDAOmXob5Ub7t>L
zWbf~p>O4jyJl4FBW6WZAT#b-lR#TrIAWajkVA*7rB%GwZMPK5S@vjdBdWR|7MmS>c
zB~(1LIvAW%^Bi&G!k%9L6#J5=Vws~9*In{lmHs!^^-HzYOiO)}+HyU#c~z^}PJ6iS
zUehKf6`-AgK$xGyg{OS>G+%C$uQvo45%Sl&aH8y(rj|z8+iR&z>=*mQvZhoB9hP*|
zjR(XktjXC7>uteXX281WyLXaxjxWB0$GgRLNv+JBvS1!@Od@_{Mu_kCD<UFl<pJb(
zTxo?%zM{o3!|D8`Nzm<y>eRl*IcQ*N-f!#DO1-RNU!8PdI$14>&$c+O%`N!@a#>Vj
z$f57pmh`IzF)GD%Ifdw8))+kdWBcHmG5S2wCnfK|YiVJ9F9-j!!K4_g<`yS92jp|-
zj3hIxaN}i?nCsEx=#?pjmDHYozE^m*leO>ZpY*c(32RD14~FRG9Gd0IKd-eJTy}pY
z$7LHKyjU|^z|-v9@{p;QPIjp=cfT^N#qPKe-`%^@KFuO=oB8>qw&H)t3|on|_jA94
zM{1cuyjcaAEMatx?$OsiQv(5WT4t|$10IFL38n6bMR=0`u#M}V!u=xYxK_O7^6lg_
zqHcCs)Dz7;XAI))L+@6$*tm=xJo_fG0dsk8u?QgPf3XHjAlzK)%OjfJ#X2DxrMRgr
zvfQaadxLt`OrzeH8bVCs*Kx*GV*MkxKuPPL+a_(jG91g@Z^+pQ$nLjia{Q#=VH~zP
zdCBrI_gMsHx+|8DrCc-0moEU7-+&a}A2r-5_soL*HU=HWo1ACceEf_%4j<@>qSd@s
zXTtPe8&C@4ymaVopGs|d7qxN|L~Pp^HKG;fPuLcTMt1i}%;3R$ERIaas|i>?mQrig
zXk9R$2>*_2WC#HjJKKL6BS&nC7yQ~{nlYZD2lvh%p0<!T{Rp4_KwNcX(a&}5oP9MC
zcpnrup;~QJ%e)Mdsa3=~z``c0ce^r8x>rbciI8^u?bYWV!3ClHqsLXB-m$a%E?wcJ
z`gx-#b3vc`1@}?aJdk__<|J-=p}%S(PYD*)KGl^IaJ&^=BJ*p0(f8D>+mU=c{@;#<
zH1K+Y;tCYiKF(11?0z8*EI~4P@%+%_G1GoUm7oxDIplSAek<yz-vodQY)BX9x_{s;
zdv7w(Czl8=h-=&F`UuW72bbDZ?y&Z;E~!LM%?2*hEJ1aqe_Q${sg^Y2_CU{Tj5n1r
zZOr@p{8S>^ABWAM-W)AeI!4FlEawR~j(u>%NFcgp|BWt6O_{N35=<UUchcQ{HyGu7
zC^#sUH1(c-lECkwI_>eUx7qrntae7;|I!1jp#nU!+<mTKlx!jn^4+<F*M0WO$*&W=
zsq;9Qlg@MTr@hV^oeLS?*v@$14Nl#hJVK3sAVlOefp@2HYSTQge-yv?k)Od*kB&EG
z{S_C>-_<qlz7h9SonQacTw5&<WOk&4**eIoKnb3C<lCc3tyE?HfdP^glP|~9?g8MQ
z|I^oM23dmO-Z~)F_<HUM!p_I;o*GSH(|ey)pC4Nox<^Jc!cA|mBn=&#zf+4xL<uLN
ze!qNE$xGoZ&gclpDDt~Y{pY)cv+^l<Lh{lM|Fm?&G4=3WswjSUvoYUb)%n+#s?Xn*
z;d6{9O>zeZoO(2Srux~WFxGcC*oY+w{8J&es{FmhlZP4QGgs{<JjX;F<He4Bb@#>Z
zlHhwtMhzrhs00;zJc0t#4ZbG@_+CfSl+v(F|0~jaGvW1q#LzRc1nYvI=1%%-0F*TZ
ze$iX-1qJ{Alpzls@;%L@qX9h~mM5n7D>8z;&{Vg8s7gM;N#{N-#Rrn_Z*nSIS4p)g
zhX|iXEcK51Rg;~0ol%tx1@AuJL)wQoze|l~EL(@#Q0S!8Z@ml|nn*$%^+)Nj%8uAi
zB`mo9wkaicc$Fy4Vx1(|+Y%id5ZU*SJ!j0%XuzaJw>(;+&B#$oivShO($X%_&<cNV
z`7$++XSIP<)!>R{F&SxIu^DP3xp%N~ShFrtW%f{QaZm2ySunE=zY;gE7>bA@^;&j<
zzF4#OB}B4?!d>3iuhtuOxMI@%XmS$T^O5q@9NsAH)i^l@_}v2iR+*YJ77ukx%H=E5
z=gr`rKi3aHf)pDY^s>SN7Z8Jesl)^3Ku=c!^s;v$bOQSO78|=@xzWVbkmak@2CE@8
zZ#uYVwYYNfV#3S5(duRMN19}PqY2A8zhZ%Q7}_66gafz)QDwcaPR$X35OhN>0*p-)
zK!U3QRp(Nt_0djJ1~76E)=ig!EKmRD;$WC|<%t@;Mm~O4^r%B?i($Ad?5!I@`L3Wc
zZ4J*KEjE7<(A`{HTch+B`TW${7DV`T0Pr9(42ek?Xb%yzk_Gn~slOE0+%{9uZ)v8k
zJx?uOFP}P+q+8-rV48Tz*cU`5c7)ZQ3RzN*wghO*<3Jo8Xe1z%tqzSwDgq*2`$0^E
z6ToV*-K-p2c#p|u@uL(jCjC4Mp&X3;Hj@*ftew-#m5&#1UF*BihkcT}?^#_fbA<cg
z18Ip9ay@Jrlz4-{y+W)Huj6T=z6ACzKWw2OfRW}w_qGd^d|##QPtINuHUrjK=7TuU
z-s_kUU_b2H{7H8@<|d|5;&t4wnlm`%m9yPupq5RcDt^=->OXSVPPilyzjbfwbJU6=
zZ9=Fb|0*p+zz1}Lq0}MJ>h<`<3EHsIpx(PV;x^-Op}A;Aw7fe_F3A@VAQ@9OGsgCF
ztsyF!*MOmcx~C!;NiKBEQ{+>?jW3BJtr*SNcfOPZNd7*6Hv9+yI=z-?Ot|s#NG59K
z@sD`jPcfFNsW_wH93Mq?lj`Oz#)4T>446o$h|mM$kXm=$_3G2iF{XSIQ4^CThDS6F
z!a-l$EkaXWeI8IR-|l=tqspSvdY?_z@$^zcIft5s&bPs&f~{1=td8?Ttk>VCPe!L{
z%HO9I3-RDq=DiAgOO<yl0s0hk(GIk|`c=%kfU1@WmV7`C=23W1U1()f`c*OE_0#Nv
zNL=;)v8tM17+J#u(NXjmrkIH@CO8A0L^H3OF@`_xQQF9!5RVwk_u%dNawwrJ9u13$
zXD9$vUXJ^>1B?t?d~ab<5kz*CT2DSrcIf8|7m@}Y=DP!H2z7q;Nq(hA?@Zi+9T%vn
zgyhlYFYe`eHl_U<45lsAYYKdg75xIu$&ULg1G6#algcqUflgBo9(=I}4aeVv>7k|v
zEeo#Gq;<6@+B=Af2qf`bTl>?r#)}ueGmRc5fMoRF+uA}T##a&BeBP7sCnL7-n3KHF
zPnHc50gei?YTfx&LG&Rem~pmejL~e<NE{<OSN~+1?7t+zgIV{#dT5zAuB!uLu5XX5
zghDFfA?#PK62%7S=>$E`RN%U~$gL5#0Q*TIm-de7)Dv>_he4mjbV?C$t{1s~2ObL*
znNYbZEY&%t>d>xc>a7Z@?-83)A?2CYs1<^@l@+pjAKIxB_dR~s4Zlb0Ys#7dxVgUy
z)LCG`j|~7*6VOk;BF6Y5am4mS*KP}>lukK?(_`Q(hA>{Eg)6rBXPM+XYsalp%Q!PX
z&LZS+=2ybYmzC@r7VH0{q83V7T`i~CD_Y&kQRzYseCWf_yr<R^hCh>@{QXl(^RoKw
zSDueLMhmWpnLIyQ|0pY*R#coaNq=Vevd*y#{9dJWTECp`_L}g+@96c^$^~goEVB)T
z$HNZ4f{SVd?}kUI=HO57+e#%RZ`zF^Dm{?DK~R+Lq<-C>%y-mV&*!kh2+*zn2EJ(-
zKYN?C4xE~)_;GRmGcSQld0$nj?&C-cjaj$8d!}y?#}T4JUC}BBOyytj+`TuC9@#=!
ze2<m{86XxO4FHCnWk@MtQ!G--!;I35KW~i*<-App@ynxsZ-P$gMa%5;Hit>nx~{(q
zznH|2J3DcTWT0Fxd?Zy!CHqZaI-jC6tUF&(?fUA{4h&(;L;UcKU9eu8jJNURDk7Uf
zHih4zdj0-TmB{a$1+`R0nU=&d-`_!$15HjzoF~J<_DPeCW4A3eU=zkFkISq$^LN#<
z5z1=Hw60K;0gWlppt=KQ4_ZN!FB~x5$e_7}jZ)y+-)d3!>Zc$(p23%i-ho8D0DjM&
zrw=YcbsLT8wN#JEuTM>vlU^A{pW?K;e~Fafy$^7*dCdqHv4<-Y={eqn4M5bo3n*l?
zTTSP0fm+{&Ml`?}*We!$aBD?7Mg4xiiktQovQP0_<*gG?H0y_4x3<I;kH`7N7wbdL
zvepkwzI7%(^5baS+~al9>H6!b<4xVC@ePVjF|k2q5Us7a>Fl*9AS1bg+!G?yK+RE`
zBIp2$#2?e96p`7ultPxQDZI8MeU%@$yb#KxY&gMhl1*%F@-yVdEW?+JIqL@OvhXW^
zfBO-(%pWbOgpbapO)#mpyW2&v2(dlE^iDWvdqPCIa85Sh2gn3c%pdmMk*C55V5Nu8
zs_Nv_JQ(@(sV=h)ey?YYDutp4&Kp3rX`M^%=e&(bd!zu0k69L4(t-hMFS)&Bqv^1^
zi={!32J-Fz{K^PWAb~>>Aw7^hgye0_Ex^4-0RA_L$4v+e(2)q<Xhh6BQs5Vkp;w_x
zrtZP-w}^LY8p2y9^^^LNH91Q6lh{d&t(e&F?V;W<fJkqT6_7VR4G8J}GN1&qDGHsM
zI)eF*(k{UJs9k)SlCUGer_}QYZ#lMqD4ytB_+q-h2<M0LwOUqNu|a+30?xC|6mw0y
zu^&`f1oq!1)k$djyq;I84}p$U<YDklNQWzfJY5p#CW!|t=!o%Zr7~J>Bd(=m$}yEV
z6~YZ<3?Azeay&QY!4OsvYvJvRdz6{Rz+4`eNnp8$#y7-NHW(pFWEXpc6Sr+C{y-8%
zz8@kLnVNS*X)M#}=jx2FRI{fTxZO%qOA@EGypXPAj50S%7Ep;N^{YaNF4P<4Z5zGf
zxa)CyL0%KB?n#_t3N9SR6(Lax=vK4d=Z~S$AmBH$rjN|PcttoDFSt5%7WlGO3KG<v
za|a!BtX(ASr`MXk(dZ!?g-k`>tW|kwKh&Td3;q^$D?6%u;=%0+F3cIn6#7RwlSdz*
zVj(c?X)tsK5#%npLA%m_qv#JER@R8yM7%YBTScVn4*ujpV$-r(66n@>(oPOZWFS`g
zL7Mpri>mDf;e+__)qu{a)R2Hv;=fM@sFs6KsNT_-;68ENGd)KFs`po>&Ktz1DUmHR
zcAC|i@lrTu-#w+qHiWj;N3veA`!sRPY5Cp~zsl;Mo1#+O%lpr*qnF5OVm6c9U-U43
zHUv3#R5C(&-j*0Jl8;GeYwT!R=WYG&fop#tPJ2BI+Afi>9#<QL9{+&sn5AYvUDG;3
zSy4Eqnk)*TB;<iS{mQ|U#o2x5X}p*sH}==#KI@jT(VJ~D;4W)>MQ4F&vO9O~Ja~iy
zVs4yThy9TE*F(f<9QH5kqR%0}PC_vY6=Rdv?9ZYvj*#4>V_6db7hv)^J!T%~&Soi}
zV_Tj}AUyoYEA5>NlB%d8SyE^O5(d96I{}UHWyYe1V0zPL266upPoABWG#Zum!q@G@
zoc4E0>9RhHu4k_o0-m?zT}nSvimPIFcW;hi)?)~zohSBl(BE=<X|gk#A?rCNc>wir
zxwM1xbZi<4L>7cw&$sFaqU%@~8ASkx8De`s*+N67qLo8LGiHVESx7{&pk#)ktRBV1
zuFIQkNy+N5`|q3-PbpJtqh^2h^Py!1@?tRiJ1+jqtubpxMEX~^ti)r3CQ_JfH&r0S
znU?|pG|BV@Fa(_Y=ld`Jl$0Ot)np=o&Cag0@DEkJoa?4$8A&k6>ajUYHHkHekHXB?
z#Od|=dyG~wm^yXzVZ(iCDcBu=&m;*EJ)g@%fJA`WzBy<@r>e)wAK1(adf%&+dQz-c
zw=Fwnrems7$*-ixz+8D+^4g|Rz7uEkd0)&XKUFTz$6TV&I`yzRg7<(M0J1n(kBmeL
zG(9yRK!WH3^P0~gSH}0i^!xieH2{EfdY<eg7c=<dJd1b`^aQ1iP_!=ld_vtac>AL!
znsoK|Z$Oo&+FkU*>9uhzf3CAp{l!A5J>GUmGr^=3H(+2MQo-WqlmP?;F23MAFeWe$
z=5r26g#kI4!)B(T=p3+9N$3@l{K2$=FO!&<v>&?JQn0Ki_M0lN-N}Uh$E{Py?$uUD
zYME-fP(<=@6?;D?TBPsq+<i4MMSUs@OVMWOxO&F?dgEHpA6vSd&SLLDhVvS%+N*N+
zw*@`{0fF|h3m8#?<~m!A0?Af9-dbBj!$PD6{y5Z`W%DQ2>lt!gs|e*SYlEp{TQuSi
zA~L~vjN!|B%)Hh-KN#ZabJxMUDqT_y&~G=x(Y8E@M|1D1<D*l81A)1Uc`ycXMCt>m
zn;a1N{mdPF2aUEGgWBxF6k$Mb0V5&f1`w%n%^MV}V&TdfDU9mDw{v;Bt5Dykti%ku
zfwmF>C1`uRR*Ey={28_;k?)^eaTu0P>^BvtpGVh~=Z2L(flf(lYg)-aumGl<+Clh<
z1Wd~LU*gzzV9;!#5@HuM)$3?H>|DF@H33`0j#$Its1BGV?){s@Qe1-qO$1%mWn{b;
z3&B}v!Ra?UyxS1k=836(CRu=wOB^`co$Kj4JL6WCi2g>ilWx)}$EJgL$su{g#XN1x
z;j$_<*n-*~#8yg>`SF86qn(9N_Jz9j;<oYup-?c`8<&t^0w9tFkbLJQD@c_7n|Uyz
zC=YR-0Tg_YWgc45sDjDL*49?t00p#hNf6}m+y`R&@#1&yw$C4|BD$*Bb7WichTQfB
zl*6U%F^Q+w5VM!(VryKOdz+5gq)YBv1?z^9Wd5iT$rAW5Qm0|%8v+w;hNzOzDJ?XK
z2)%mO6_F_fIL@K$%@>1q8zAU+eG&Du1(a|*3Ly~tUFAr#b`hspy^fN!(}kmRb%C>Y
z+r`!l=nPFo@dtC(r^E)PQycUNU)%Tof{P@Dtn|iZyj_2&z#j<}L_s2WD_GqfTj+!m
zjN$S*ZcY$DF&W^Pt*{asFfk71*4KDP0WZDc%~-!fGL)^!BD0VB<;pih-)<uc{omQ3
z(&H(`RZqWMrY9Ll(J9L!(*6{tOb{F*03n(Q*VMCdm-UC?iKc)^W?Dw53~*Nmn2iVn
ztSua%(Y&i!u`dAK3fw8@8&y8wYVY)pxTW&HD3*>Zj)<!?PtFl!X5UQMN<WfdlKA+%
z<s|!@)XO5%3`8qW#T=a>*e9tC1d`Y}2-6=myhvi0vy0RZvQ5ZFtgEL3(DCRgNwJ=-
zdAm6v`>iXQ0I`rhJu6K1YrpE(Vu$B37a@SLB7f?dA@=DcdQi87^FyCWZ<b<QdQIRC
z?rUbHI3yqKhfGEJ*3lP$gy3pQm!a>m`2-qJI%%W0^1Zq|e>Rc`@;lK#6v(|bL^VUN
z<MWuZX~O3zoqO&{70Y)n<Y!fA<>-8u#_FsMNKK?kHo2^3<I@;=9k3IKoea$XykfzD
z^OhCh9Rg^Y4hDBUwrUxkhd=sIzg34x^3=+r;2+47d1#gsEO8o4D<?1Eg`v&g;dgxY
zt+>HAqy3$13$KcGU0l{c6}yr3_km$zHL;&m89asfssq6g29wgDehnf)2SntCMtcCM
zs}oEgeE@7_!10HS3yct271)7Hzf&u1(vF58cux+wO0AxseYtiNm0mn#DrrHQV?EAI
z7fc)P8(nSs`(dBzYQw<?jt40(RNXTg#u&EdRe!0zVKt`>K}|?z{#b4C8$~ro{yXR$
z1OnBCL!;O?Q&J{f5xk&9^B?A`V(5h{i?P4IxR9t5oG+qS7K<;4x9J!AsDCR{t}?&)
z_^j+=g)$fQP>gMUaxX$TwWRoqxvs20K`$-fihTrZBw7YsI&RxJktxtpf+{ULOR-8%
zJ8y18iw<icCTNdvNZxbIJ=H2YTXC!hMWV8fjbOD`mv&WtHh><!{IuF!jX_p@0k$^c
zu_hhImXVvv0IDwCJX#XkV1@+Z+C%?S0ZF0U4XScB4KP)T+b6yDLMD6DoD$DHwPu(k
z`@kA&vdd(;Dm^AMrX##6@$qd~!An(d7SuK@s=Ol!?N$DiQeDM|W$m}d)h&2Hy^Kl#
zGa#j3t^rHbfL!EhK%qp$+rt#E#x@(&f!Y9?7}{y!Q$78Mxj-*?gFV6)XZX6QyH*SL
z`jzz-L>?cshVY@-S{rX{(!}@Qrh4ZGb%J?WmEt~qV8D2hJL%}rnlBL{ZmMmvt1z~T
zP#rydp}~_d5PA0VdoFdYc%F=L*XsEmQ&m20>`QSXs#_3Y7|y!^F#UjyIIOgW8-Jns
z-M2Bk<)A%YgxuMBN~c{3*gi5}BB>33OO-)Z_-^=%*v>qzh|j%z`~h=G=6mDP4BBHL
zz5K6e_=lR=N;2bqyT60UftnjE%`rtu(q7LErj9RVHZdBUHGEiR-pi*nf+6N5X&;Yd
z+MV_-&TuQ!ljZ9a6l3G-k6Iyh2RZ#s#TQH9#K<iJ6(>|cGOj=?hZ&CVgoZDTbk9V*
zUUZfH(vAB_9aU;mipxqkrs|g&?~}m9d>okos;_hV%#BgbchX(L>f(&MIfl=1WTP41
zUW&cH3$=7?|2SpDY}*FF))aDs?6<@3ok(RQ6LdAM@;ag4X1o(NVMA+B!u3G_X(^Sl
z#C2abJ*N=w!;+w5)7N3*wh+$V<5=WFhoHRSeG}P8)CV^OcC?2*%u7AkPU6IQ&rBj5
zhVwaUr`LlA9}Wz~-}{xjZ)(CHvpK`4LZ8aW_wu7$MW0RBYF8Agx%AUq77(%f(a~Wy
zU3V(YPQvu87w?{>FyK=&k!zyeU)595vqN0235c^88deu(NND_d&frUG62%-LAQ4yD
z%D#l`Qz1Ht>td8@Q^T!|VlyK)24;A}DfkxkSlF2sBdB)Btq1%1eGq=f@5Ew<;DzoS
zE2osaAM&&IWK1rUUD0n<6YDNDkokSAA`V{eHd<Qbeos@R088Z#BrUCOis5-Re)b$0
z<SK^x1d1e=UZJYqTK1)PK2I(~FCTr29?EwQFx?K!HiE~kWX#%rLu(pYF8ezQU~b&_
zvuHpByphtkC`sSP8NU1q{7OWkfRGi&rGn3egH@OzvZK4bgBYil87e-I;LBxB!`n^q
za|(YO*8j$Fb4zGpP_Pw)%A7a?Q&c+YhFpZ<<`JzHd>a(b)zf91nC0~>2JITf5P5HS
zddAv@d~_e)Q6Z^X<|J0hk|ucIKzK0xQ@PT8faL)0C342c^jv%`E@M#@)aOy}L$~)W
zN~q-l6PzGYV93pm32qwtrREvN;-67TrWeD}tfyxO1V7EhpW=`8eWn$V4C=*O4ufY;
z3=yCzoHXH!4bDhBv~|xIW)c@x!Ut?r3#c9P{sXJ&;Bauvy2!F|@5g5|>Y<G4{4biC
z(@LjE?u1xUE87EklKQ#7dE{}Qs-<8oznFXZAh7Tm-)I~!+CwG-d>Un1!<)X!2UZk+
zQ`SiHn0`=+dXS}J#{3|vMrf&aCay$j@!8;5ux$81ftlHB$+!tEw%m!qY<#@m6-%U!
z9ZxGiljd$2MGleKmuV2G0E#{|4uOupcds(J-ywnbg>`TY<e0ideY~U}+nP4Vq~nY1
zOwE!6@AZG5x8zdYbmmdOvsC#hs<|Ly7UhD$$E*CQ7wtbqH428QCUQ_4!Gf&~*GvH3
zV}oZi^W+~%<b%%ZljNc_$5h7Jh`85E{My~T)w(iF#JRurpC`$85v%{^8BfF-aGDV+
zLjF}#4k!S`nSWl0QU3h4ZVOu9NViGvzLVU(DnTDN4y8=^mpvLjYQ2Jxzeyur_V_ZD
z3@JrYj-B?ot0bu&-M^p4=gJbg+vlTPIt)r=#2mi@$>EK*efd`AEQUrr|IKSk$7-ma
zUvcxEEP9mI6pIMF5GfWRlyX@p$CyX0&adjqzgRyVNF7hF7R{IjN2}v{u;-HE(ns#s
zhu0yEkIsB!nnv{M{=UBRe~3!@-BM}D5<1IK#hGGAQ|aVPnF>D?VjA^!JXP<sb4rqb
zoDmkqpF-q<Cg{Z@C-6L<%$IA^LepC*wqGuv9S6>M(?n{8Q=`y_1+iufciN{&%Vd|$
zkua4>ek}g;>gBCiI8zx6ULgI6X=5?M{UhK((AkQ;ez#aHraa?LzpJMlDqCEgt$?J{
zM0Nna-T$lXy~C;g<NyCd!^}92Ju=IVqHNN!Gmb5zkR;hFq*BP<Bq7<GWbf<<*)q$>
zCWNB&d%X1ie7@K9y}tka-q-tmxi0VHoY#51p3ld6J|6d5$-gbJ`s@aZP;D8BLX0?g
zrdGuNS|qOA`#Pc-FhEz7x0QjGiyXMU?PM*XsoG(amy&-HPPilO!}Vu2yo@AVYHKmi
z*0U|j)zL!#T_2u&6+15ROyHRZVGHtvFV6GQ^Jp`){Mjp1E1VAD8DDTs^Ri-ItN%6c
zT@|*l5}SG@nbrVX>&l~U<o98wP;g$jvpi=qla7B;I&9(JuE1AN#fnMegiSeB%_rTn
zyL2atI@#5#t%5mB6Mh=S2@WawW^hMaSS7VkEhrOpEmsZE4P;}^ghi_Dl4r16jMOt*
zMzY(pSXPTZ4CemtI^{3NKW{cSE+9nSG|;{Hp$;+T`IZTer722qs5rFy&Th)X@Vb8I
zbH;rcnmk>HJ6An@W{t!nBvW*tf*P~^gq2hI-$sK|Jqkj4Ht)YugO>aTFY^j7FJn2%
z*Ml!n$KM}$;CnmjTjNE+mm4u^+)c0UozO1NlHwwZbxW&raV4%F+I=I!qo5{LUD@cQ
zw5B^P<c)G9mX&{sh)8j2jWwJjq*Lsi{ynlDq^*y6QB<xK#4l%hTf5#%v;JalwO60G
zd(+F{m_birt1|w$dpgABS_e<l0^VG%?Cw)O5`<-$yOd*$eXH?5i;<1VEsc~gEKoay
zsr)=Imt0*G_f(#UPX7jlxwgV~U@3bIe<`UX1E%uS^}Gv<)1C}$v?C$hrY}!bn;sRh
zJd3RuvXlEb?D;=7W>;LmkEn(4voP17UR`HYxC?!YTkb{ZqIBL(zF#%6VViw}{zZ)}
zs*hOCLv-s07jfOF<ir^st6UA0E=!fdUKiQ(4-OnjqupST;6MAkS*OK)Un$McXj4kF
zx^6}_F0=O%G}^_zovgj5eq?mBfNI)Zf#}pVj%e56RyQtU-ER-rdaeqTPDXJrN?Aq3
z6kUHRMKBV?e)TxO;nt?^j^QF(6L}#4b_ScvcQ!R-z%cjX;<T4`Z7Eh>l`~hByDDAI
zUNgpfA*tr$(|wk3_im5O+^zXSs)eLigOXX{IUi_C;RZ7NbF>+*FU;X!OMXdz(en>>
zV;gT{*eykM%I0LK-~i{^>YppDr{T6+XQ)!E1b2V?aT|)`MtC{nHSNsn7fp6tX@2V}
z&7&B)RsMAe5VI+yp_l7!V>q9o351t#g!pwjjd%{M8)u88Ja>I{n5Extr7d7${iu&K
znKoX3ak+~>=Q1wd$8uXbw(YX$De0Ii%F`5nCyyr;QibMt*lyDWn9eqd3^P(NZm&q1
z`n6dljL`SRaZ!+(=BaPoWP6fvgtyssCE_Meq1Ip~sgBQB6t`9FrDSU_?ckufyr(JK
zL~uZy`p@R;|4<;LdZX1zmY$$3p()1Bom;;=>*R3eoDva!TZ5aTa{Yzm^szhR+xUsf
zam$zE&o^|;_6k=SZ00`HJD~Pkp3o^TiH7c`7H}&sVSK?K2^zVzAD#2n;=Y}|bE}J;
z*R3I)On1AgHv*%BO(X4`Wg9LYbji$7-Y`z*5tV6T<k{Ax(tIZx_V;uf4<(o1{27-p
zwiU{lqS$oy**lu(P;Atff7jX^8)6rbIqb<pxlpvX9?toJZ}o|Yck_E@747>ZC&IQ&
z1S@Pvl5`uVT}@|eCnoKQ#1_tVXm<(KYq{77%u(L!U8HbPm>+mKvEU9V!hg$WzJ90q
z4HR9rqa{7c9XvQyXwJ$VD94&S`%vv$!W5*sX`s4WJpQVWI%ohIqKb+_Uhz=IHju^I
z##mM=tAd0@O8ssq-$KrmWZyJ75;u?_aYJh4D)v30N-n1lXIH(*470D3QleCw*r4u-
z(em#0t)V~lhXa`dZb6&&Y%kDWz3#t~9J&7x%Xx-wi%ZNs_{bG7xh&-obix)*iv6D_
z)r%(J(TsI0?0pxxAE)-R0#0?l+^sCqth}hvSQz4AmGm%tgvzR1ZCOrE;Fj*;VeVz|
z%NchWQkCgz+To0kCpa7*`XK)`3S(-9J-36Up!{2Dt<vaVI&f)$yPc;pJA8tjJND58
zZS`#R!*GqxWe%K%@0^s<I|=gANVS+=7ibF?P2pzf{!nxrEo+If;}pkePyvyHp1C`E
zZ5O2}<6ZN2%Gxex#yJsN)?E8SXNETy27Me}ywIkl5vzJT^MKHw)R@#}(DUoZl$ePp
zegEr4ziKQRb&vbWo1iwrTnhJY8*ejdW~kP@=FmGQDi&<V8#?!hZ*H>PS<-4rMZ9L*
zhc|jvJ2>3)o=$MDYx1I3n~QSN7bwc&`5v#pB)2qeE;3fyiJ`SHYvOFNl0jYb@+T@u
z>EYPSA5Xokl6bWj>Yj@>w0gj?X{|>}dg#-K<nXYPi$ZEso^ds;c^QmTKb>A=)qDz_
z!Xp11-&?%5EmT}2Oy$CpI%lNjgPZRDQC<$4vv*?OH&>40-IY#icQTFboZ4Wqt`UBK
zjof9*Koc#eJYyEn3B77hAc`TP`xh`UcE>DBanMT(Lu}>Rkk{&Ky>k<KSAIreX0MiK
zs+x4UR2z)`Qfx87Z%<ZLd(|7G%GAlXIN2}gQO~O>(N`}WE={nw>tw(h3?~t~#}~&=
z9dt2fxh`_}*6Vb&4$ro0v$gg+H;W&1+F3EB-tZwf^!mk8WASSF3f-P2Pu@XE?+*w<
zZJn-CN9knm7~YThFEVmu=x%Z6ROL#8p1W8IC#73MS(`t&Nb3%#Kdh$=du;uX?|G%F
zwwE3#!n2CC(GJe@e!%W5s2O{ieQ^LLNu~6mmG9Ut^Jlo4iD3ewOb#6gH{*FFu9amg
z#=M~s+8_+QNQ}7{JKVa<H}Q~N-RS<&>do($wx%rkM+wXC8cuB(%%Up7GXvS*AGb1d
zLkU-&htkT612-+AyRG_K_oas4a=P3H*VN{Sd1|4NbDhhBK3;4IHA?q3r94AzQl7o`
zG_`EnS1e6hmO|Xbe<q2#n`#+64{4JXzXuUry)u-^GY1CN>8+KV=FtQ;`t8dGsG0#E
z87?x5VC9&1q1RT7Jh9q_(gE`V8QwV|c8a1C4P(z-8GDKT_1Hc2pARB_&Q7Snj+%sU
zRBiM#d$&$5<A=Rgk8-EUl?g_L=)+HODxY8p7AC13#9^Yc96KYw<>ck1JXoK8-A5Hg
zQY(!E3BW1JY$0fMyLH^cj~O9ol(PUAITnoNsgtvxtCDPve)!yVRMuJPuC5uYQDCMq
z{o-d2SQ2UvH5Jm5{uo>8D)=%@H2Bq9I%Z=Ey+2zFxK6i7lbaIxCFHmJnw}5-KgmoQ
z=U1(h=4#l?Ana#KOyy_?+9;7bikexw@SaXl=p}!F6j)<+ygeMHlPNs5p+Vw9ZS{JC
zZtczvU7zTK2JGeTj|P>V#h_U4DYd{>Y!SXA{}lf?kP%a5@@pZ4Gg&=eb=s>q#y&T-
zzXDrdXpBb0w@<f>)YpG=^Wasl-|i7?`64*79E|<&RDtCgk8XKZ^o$ShJ0+8yp+eSz
zeK@gIPl<eT+&hHfS&!s)ibUfMByc!Q47Za><+l2Zd-)-fgTDG_^<#OQ$lb1LYV!8j
zJ@O!uu55anE?0C^=)xa$ntQK(5YCC#VZBqTb9UWGK94N${}MWOaW)mKzu$L;tZTj8
zk&^0}`N|ujDUxl^_-}=3sXpX92#^M+6tq2Z>#0j9!yD@$Zayxa>~+!?kuEbQiafpc
zD1O9>m1qZV2;Y^$>A&IspLp|qv)=tn=pcOMz#Olz*PQ}#bvC?<c_I!NWo9mX^Z_Sl
z=Fa2-9_$~{fD+>-h)7npPw3A$tKupNZu#2!zrIO-Dk7oG$H*jE$^Fbfd($;eltAd;
z5~xVU&dcvtseF5zp^|X>AnMD#$|8?op@;{{d*<cm557~XBwD;WWo}URF>WIyAgNy{
z`vTu^qZg@T=$qc`(5Hfh^lm-xn@cv<Kfg?f{H6{)!Jz9<vOn#ONEIMG1>uq#VjvA9
z^7<Nd1AB1FYKmd5awbvW0<K|m2c1%eJp~)1t~|9YUrm=A=@QE?_Og4Ux=1H=>S{|s
z`jqW~dts7G*i{W^j&R;6%cvxam7IEU<i*H`ZgXWJqJvgpP)+&kh#XNsiMJJwr2Ij$
zFqH8M*+iv7-*GoPy@5nA>x%lK=YUg@>SVn6xIpQOD?5KIba$gI%%c2mpS?#pPh-?D
z+&uLtdtREfrKHbkriI~}Z~oNE`?;V2Z1<!~$>!NKI8uvImT@?OrXoo*5aeq?z8#IA
zN#HXw32x1F_;%LX4UE3ZVox1Kzz$^B+{Z)rd#0gh+-6$@UFn@h?m8>^KEX;93EsIU
zt$vEKoMI=iB*BI3Yh+_&jK86eRFNi6P0wnU4!_rB){3%drKRdtZNC&49d+l`90Ji2
zJQOtKz}z!*=u@*PScGa3Mk(W=SUEEYLncV(sZMP(6n(uLQDac3;!EdKBj7Yy|M+Hd
zuh>T3`;3Xib{#^hQf2KI7T*IuBtTc+SjVjk1`01$bw7hqf|H3`QKQPSp*D#iti!N3
z^Y}5yn&^6)!C?<H;IEHD*<8}%0gM<wWeOrzV9MWd&F`9wtElIjnar)4-*v1o_UG4&
z;@%{dQ?KdGHa#n#L&Efn$)l`$Zhhds(3(-QwdrO`x^76GjG$IzsNCmvXK0{l8iSGq
za)M5C!7LQfAzSx^v0^#s*!eS@t`xy60tZ^}n)a~J)vwBQ_r*qS*w+*hJ+ERd-5bC3
z9THh&(UEBGn!AQW4!g+}V_BEF=If_dr?$P)T)(+jI!$&^WpeWpH<?W<!}%G5q<^3U
z=vaLRSwvby&#J~_Gi7fQIomO=v@dVeFT7FyOc5qUX##a)xtQWPa7S*bu6#36_#Jwo
zI)dg}XK4j3t0z3-rs+29JR+_#3k)g^YB!%_z-8}DS`1uRSQ2#lqQTQOchYe7$?-^o
zABEW8-!P#`a^V(8g~DKZ#HOgfzdtuW|0G^Iho6Yrnt;kj?AsnkRjk#GXCD}Cv|m+B
z;Zj@0v#cdC)#R00JI3{kf@f2y#ZoSkjO-53iIivj)(H;UX?|p(qq-=b7w<Abi`Lra
zP3r~0R-_a0!E)w{Po-9B1*Ww$C@p>cfZ5quWQcvhBx=u%<T-mF*2=PaygPlOZnR#a
z54M)z9|H8gV+fVpYx}_v&Rx1XF0z6n9egFiuPVb_2aZ7sGkSq5iy8TOEX4GL^g(mm
z#L^t}{^_t0!eC|tQI3T1acV@D6V$raib2*$;<)GE(odNv8TP?lXSWnKPT43vX6x*?
z*OSkx(4JCFKCkp{GFL**YQ;VLP1Ay>Gwp;cgeM!xFKP@XF%_Sjuxaee25c*&KT<4S
zW!0LZLyD|Vb>{DIL&c%f8)<uDptf-{<4y|3`m6i+wW(esilShJqu}LxSD0qs%b7~C
zMHlou%DkgMbYhY2$0_OL(L+5(0yKL^5ywJcfK{TlE@R&mBSmd70s8cTL{(n=#BrC>
z(>4ur{_}p3iY-MF_U!23RJma6aJyyD<;n+vo$Zb~<HnkA4+QO1mz##{tfDLvr=i&@
z^=D!4;6dDEe_5nUXxClCtlc812HsIRleWue6gXAQlC2H#BVYp`*EaAtsI7>eH-o_?
z!O3U&jvM-v3OHqT!OY<m9UMzOdo^EIjG*a@s_7M3QQl<nDKzV}tC>A}cg=HN)%odL
zW6V9Je8n9}QM{FSje_4Uf9c*S(+-$c#+=NLkGXZ6#L(z-b|JNd2`Xx|oN1k4|F?0*
zJ^?w`{E;VEQHRPVyrhYu9QCP{ZTzEUsq9>1+7HeS&i6wKBBcU;oRZ{#<F5_zrEgyz
zk<kQTK3IwbpCmdiQ<kh^s}*A5g4vT7r+Qn#`IxcRO55KXFyx7{{BZKQL8nf~2l0TM
zn|VFiC-J}Vo2M2~W%7*KyqXX#FPL0MBEEB`=X{!Y(w0KluO0_p{QQ(w351O1*g`Y`
z+=|<rs?=A5RI_ZY!no906IOJMt{OJTFlxpQdMto+ljXtbq)dicV&C)&4EHic-J*E;
z7M3u$jo6GimTehN?LXW_pE&-#F?VRjgTNL)b2>tQjt_G%ztPoAwIggb+HpOi3UwPV
zU1NV4tDQHMJ$8qiYZg6fyq+sFPyHnC?#o3M$LSV<At?owa=p>|o!C_@o8OS)Go&5r
z-@X0Nch?w&Z4TOOmP-cfz8*#(X3JT9g-)Za`w?6Hd0xs~`BKxV#}*GixX5p~CJV;J
zH?+r0DqUAq2@vH`>Y$VQ=C(*DeYpRUy}G~DBBkihueDX9@}z&W>Zw8n@{x+O*QAm{
zvHsUnr>_U*fPuBhTBalq+8gQ;wPN6l-WFMaT>iY{WbS26J-203<a9)zkfurv^FTXz
znM3`QHcz00Qmgtxt#dHf#%ra2=OTujvSR|?9^4i|+@B3o9_hXGnyHTM)XsXFVP{&P
z4BIw`;hEVN&f@)y0d&V1bqsg1HSdCr^Kjxo2GjaQQb9_q@n_0CI(p}cQIS%;kWiuj
zWf{f}(d@iT>h^M^Cw6zsQ6echf%E6J6%5%+<$SZH*@u<1^|$vR`az4OY~!cY?++YC
zU02BHY8;6j?90esBjZ$)mfK>I&s}7-R7zWd&dq-TIlpDK9tkfxXxy&6d>AE?-=({N
zhr!PfJm;CE%SD<&7&=fqZ`>^R?tO{%D*Yd6^f!-sakI*O)1mT%UV+Qk*jjL#s?={?
zUiAs^Q*v2ADdNj<xJMKJmPtiZR~L=jjSp0{WHPvah%ZKh<Fyr0VLX|yKBLXdV`G&f
zLp*;y)3YK4H<>P!NO!GJv+Sd38mr#@!DQ|0vYK&tji2<?y4qD2g+ZR?<Z)z52de^h
z8(GWsM_r?%;vBd<JL7v?z7}`c`BfXE>O4}Im!aDwdxt6iuPNVL9exKr7k<*R#4i^A
z4{?ER!k&L+HtDpz=ftJeYhV>FYSBih@my<jaSh^bk$4V<gZ00nC~jm$3MCY?>FTyC
z8gyBqrWegxzPrL5UiVwplmU8zR71E|wD7jib=2s-+BtgCpdS}kls{b7jmv12PFk!o
zKxM67^B_MIZ=ZF%m3b_pL3mtAa8ycr5*wIT{0^%-TfWmWgC=l_I7<|HX7FBAESh`;
z0>9`*m7;exW3QNM)8%@F1FoHJb{1A|lU{Q*^O3Uqh3BK%Pp_aIq^@VRcYVN9aa)Wp
zK8E#QMdfr77a2;<aF#8e0=IGR>l3Isr<@m0&PJ>7;KitLs$IBMu&&K-Sy!O7COneg
z!QICOZ>F1tDHI>#N>^5Oso{(skUkF?DQ^U#z(H}m?kG#c7NP@H^ZXus<aLUaGN4k?
z_Dq@gnbXGS95&<3e5<<~Gq3zYi->Od2$gX|XFxh_+M6y|d<l}t*z`%IyvK`lx_$52
z&N18I!UBVDL~%oe&4k?K_syz{Dk<FNaRfOY4suB~*ERfe)5PMNa-6Wfm{Hr6^B>mp
zlw*w_a(CneisU{tDi^*~j`#M5paW4oLmyq;9}>1$%aT<a@ifzWZ0BQC7eSop-_pa3
zbX0Sot%7nM$YXOW+?)sr+om7f>(l*~!fV_#)M1KCg%;*v!3dlic{TYIT>&@FkZXQr
z3gYa@cdwtN4PEo);DXld>aYbxKPYtmn{p4<+UA(@`(bVulw+8v9NR*dvewNeH?JJq
zQ1@h{7_+MwHSfZ|MS02J_OJ95-C*C<xZpvhG}4aUJ!y=EwqRT22$f!O5O!GSf3FgT
zIe5@kpn|b6`NWVpDEg1$_p(vtWtnQ3=u5-jcKJR;aeG=Nxdl)MIq$!rv2b$Z6-Y#j
zz0BfY@KkIG@M*YIn0qNcJ7}z0jUJKFI3DECGJL(5#g^;mD4!ab5vZN@h6$h3>AKyD
z#sx<vcD1>es<c6+y*LHWV5af{O#4=e!R=o?c*?N$g<?;8o93P_k5mi8wO@|E^uPNp
zM}N_uJ*t&_iw@;RsbVD6N{yeXj8<_{5Ov&Lk#VR!kB*Z%kGXi?clL*rijSdX;4i{*
zubv8_C|yp~g&^l2ZzwHtVW>i0BLHsYzmaa@mOZQrJ8vQ+Brhp&HZQ)Z;d3%=2lIQn
znHk2A!8}w*hO({+8ab=D=bw5nl&y_!YF{}F+6%QaF?izZIfCXCda+(Y82R3J5*NB8
zpkd=*VIOWH<gGBF!C@bi)9U0o{F49aEU~6;6o-6zUO#6Lr+@AQeUNInS_9tgof<fc
zzggDJ=h)0U6OU2fNt(OVXJHe%q8HkGLx%=xYpnk=cyOi%x5$-9(00v6K@;>>qfV)A
zOZdOe$ucudSJ}gVnWr4j6m+p3pU6=m4YMfL&D}I;mKqq4D}@t%iEUZYvC!H`uVU?2
zD(5`yrZ;GX%w8Q!RHSMR2L*EudcLXRN<(+Jojn2{Oyib@N#RjzB8<vAMeSUFLh_-3
zD%&^edn*j;%N%-6I;k=n>f&8<1^pRZc9eS7y!lz#`kU2KxB^fo`0x2gaT{S3NQm)J
zY*7@-%d1k*SQ-7~EjId2ZHz1X8C2fNY>Ima-9xy#Xf2&z74s6fJY@_@ceG8!GLi#l
zCVV$@Cr>nP%7+7oj2->6E9T~zJK9l^cdxQ1(_Wkle91o7<E_`e#h}jH<KTAls@Uz2
zu$9}KU5uxq;cOWjU3MUtl9ifWq!C;0Oopl$&4WomPvv9`pO5j%sugGt{1ZpvZvFs|
zInU56G8C(D{VN4so}N{WgqA|EZerd^`9j@hIU2bjhU-BtFp{WtP5k3x7JJ;cP!S%i
zzL-y!Fy`W#>nj<CZ|Z7Y``o32o;*=`6Z3|M3J>;Q0WImFafn*}POxe)9tt<;O5LJM
zh*9^;RL<+qC>Ro;AJkiJ!k&#ssbmb?c4D7t`K$!>Z#I8xkW`^`(wS;mNw1L+Kb?F&
z&n!9KHERcxzmH)jk;}6Xhm&8q<K^~D$lrOhZgy516{M`IXL`@3f&VOwy6Zj5ReZ-B
zoJ976N(knct4ZaRDbK`c+m#aD!zG}F^0=cXpUW_0QQW%$4OR6D+SuVX^&vImM%csu
z;s-H9MK+Yv2P!?2XbN2a18po1J3p5SUTOX1ER*qK-uUIJ23D)_qC7oFUhvPsd2HM{
zhHn^^+&!98QS(f{IdCI%QtK5L)J*f<R5jJshnYC!bBdq-#e#w>PxyD`k?d!)Vte_b
z*l`o97G1+`6{vo!6WBqw<avYWq6^^x>p2<<VTxD<ZTT~wvIp{3XS;4_=L)wE5Ld4p
zh*>zjR@N<)$TVc1xh8ztGn7X-v8I6)EiaNJrWJSH7+;$+FC2<g1c<-8MWM~9I=z>f
zQN@K~MQa8U3<sRo=jFF29%`-2Eu!%!a>6lQ!kyg-CTS76AEjfY^ZLF=cwex)-8&Aw
zB6pR}&-h%N5yH`RGF+w2!S1M>p+L^nq^^ulmq^_X_r?=SSE`eGb>e~@Kc?#kW4RUu
zC(U@|6OYvyzQD42+3Y8zt({v|Mv9^cV;sAollf!2(<Vn%f%5~}2vt&enJu~wpL4Bh
zTHuyy41Q*s1W)PYx&k=M-W^>%MjZo%2){LPqkTuETGbdI-JuMJ8MAz|uh#S(wkvb)
z?|YTUe&H;BrOhkrDx-1R4L(qgI9_}25AM@YP&oT#RZ+v2zEYBTr?yo2w%F~llyp`9
zChkzbbqO`<;T2_VUUVFk;JDRmigkl^Ge53RA5k?3G~P`(ht|7ARQ;pB#BM-((ngIn
zsyBp-&r5NV=e@iFXV-Qp5k%kbk1OL${BE3n@5UcE5y2;so7?udPwZfv^b*Ukz541I
zoxvxK)@yW){F8eJ%MML$8d2#a&Ol37f@##`oK0!E`HFXJO-GK+j2WZO#*B4P4(|sK
z>K<0K6@53J+|b2LrKfmE&?N>(PE@5cJU0waq5@k<b%*rRWOC(PvsMK3h<tGrPC*5?
zYwTR~Ow*<WSWMugBep}})}&e5fP8i~v7=(keP0d*Un%**CQtH+K;EwFOLn6$)Z>~$
z!Q=2^I!RC=O+J7*EbT(@$y3ORaa4Y^L_+vnK8S`3t4nyAH=l2vP?fWQhN2?Sxsp~)
zL04opyh)71XoFBaH~(*rCMPMX*<2hQcd>C*6%+gOXX%ZqjjtMQ<&hA8P(KkMX5ULM
zfBkGxTp}d+2AzM<uS7V3`d5)8<<Z0>vGdXg;XldCE36pp;9$*=k9uNu(r&tlMkQYE
zbD1=Ku5(C%yaA`$puH)%Sh}eI=9|YT#Ts|ywAe<{v-9KUe!X0wUaryVl<S@sXRPFE
zU)Bi8(_h4s3xrDkaSr;PjVIhsh<Ty&+E=034<5BEiFWQ>c74wqb=gr`fjPH%KcbCN
zl;gTDEokf;jXF#gg@1{y!N%7{Xmys@Ud_}FHt#f)|8z0@xpaRSw)XX>{DR!dwmWZD
zll0qgN@u47&AO<{i_*^N5x>9jrUQ}%LL_MWa_d4eElUedD*Az`@jG?KAYK7iVsvs-
z$#;glWN1&)?9$Az*EDf>K}JZ=GFM5x02*c+GO8xa68XwGJ`rhtsJtRgv*MtN50B36
zOW&wIaFivm4ej%(VMs4}6_#&yL@amDp9Sm*H)2noKGU6TT3@*wli#wE&sV-1))h>`
zR4k33&iYO{ZttKu=iL;C<3LCW_H3{1Bra{Ft-oyjGqJ+3cwunzVpUs?Xutwv#R=4%
zp1+h&-sxl5t{%6l(fK9!?kJ`Km#Xa^FXa`1zL=dPcY!4KE`jJ9HQ4Y8!|4&XdclF)
zm9_((HLG~3Zb3UN{{1jxQ(>br)xuLMh0C}*X0CXJv{<>69akfBqqhCl{&5BK_ztlu
zrJ2wv1d+SHb7x!;eYI1uMR|2yl_YsxkaGTf+IU=+!-e1gyFTr-$D77w#!J<MZY)u8
znV(4fNjt>-qaw2}dh;2SbqfrQ$KS=q#`Ri4E7r;5<qN$~0cxxYs=-vULwamQDvQ;p
zf+e@-X|8Szy)c%lQi!a5oT(h`mk9G+=YNb>KyQNWCdd5boNib@a}Y0&V{p!8u3q;L
zt!>Z5VPPvtww~i27snEkcoMPrMLh2N{rD(~+~PQWWZ=1a(3aUGiaR3EnFv$ak*lua
z+mg3nPmm<vW2Z|1$Jz$Gg`7STebOCh1IaI;`qjmnlPyYEo&nFdRY6)I8G+*(lnVd$
zxDcWGTXodk{)=xPn_aEz6(s+1^u6ygdU!w}&1AIF+4Qw?T&AC4H@ib?R`SrsWyk!@
zuWK#LXI%P(8OX%3k<O%<+jMp7$;Q;;X0+byI5SE;9Mv^$&ztY^rUx~YU5@3@nC78l
z{mxS92<l0*A*pTU2ugYVgmr(p+uONv$$_Ei3ury<FQ4prec7`IC)s-@HtNl2aBcl1
z#hYEsFY%KsaH6NHrvy&orMkS-!B%tJvAcnlHXgrUly@zMlRhX9X@@&;{0tlmdR;Dq
z0O4tr7TuMtcU);Elo+r|^(zIIYS0Ks60a=gXCF<$r=#G+iI;Y7lT*P{7eCAURdm^?
z2M?cnfrM-J^yI!)P>!ILbL|RC?w(`k_t119^d2_9LU$MmjtP$KV&G7o)IO-JmsY?x
zO0YTWl3jyJty8i^$-Ukakg|(%?4+!BE)G5Mg#tHa5+#6Int3~PRBih*tzIXuK4kXb
z5wp&mHc^ISr(?#+iAwGtN$*~X1PBHT|5%N@w>bm~Nm4~6Uj+z>QT5|-VrCAxd1^s$
zT&p5?+<I}EEqlj=J<o2U7xg5qhT;|{J6jvh0rPFe^7)r1Q{!{va{;`Y!Zx~^sHUhE
z3BC!XU6sJ{cz?>wPWplJk4Hu{muPA|Y^?qkpq)#r>(lwhE!jv4FSgO0cDJ|ryGA34
z5=w=uv^I9|wlQxt^BvW3lK#Sc7@z0mmkG9e`Xa_p<VxKpz|;mzgmv1TJvj3$pKqX^
zM2`!FDxbpoNW$mzr;D;2HsZ#OP25{q*QT-s6!&ej@5>&3c@#+Ed*aaJdng_%oNk2v
ztiYykkyYE$8wzfpiOME=f*<caRx8b$wTiVak)9Ym^5Q-c-z2y$S<vWAN_$oYr8fE~
zST=MS-pctdt<?7Wh$UTpzxUC1-z|MEI@uBL(bmy@<*NZl4bNfK(s#U{hmRZIixcE;
zI;|{C|J+=()iQb&C}9`RjuSeCwPOlkk5g85X{PA;{rUtH-9etF1uFmjd2#zaPbf-P
zwRYC;+<$Oa`0{8`OXI{Jg2#uC->p>um}Am&Tm|*yF&RV1_&A=SbI-{I^pPnZTb=yi
z6xoBpw2MwU4~XMy4iSk!A={&f1c|J(M<V7F`kH@HX_vz_9#2yBldW*md=@2aUc55s
z309l+g_xsH6)olkYdq=0SPPCDGzwanGnQ6us!7``JU@H78{eO|mHph$(aX5p8a2G(
zp&@~1wc9VgTwSV<4d_NMcm9kYzy4gcQ{z|zLnvc*WraILxu}6p^h&y|k+2^{)$gh9
zw@WV+3~M}jvU*d36;^52OSU$MUG0*;+Z9f0p8@Sxu15r0g>IgVRBU0Vs0QG&BJZ5A
zKn2E^qbf$;SUu$1V;sY~dH*N=P5Yl{N{**f<7)w2uj0QXRrbA~**jzmC_DRfS8sJo
zXF>C)&4i|5r4O^koqKvO`3FdIQ=V>A`PUV{Ud!s7uS!2VRsM31BlW(^Yiq;5YKmF%
z%4?a{%p}m6l`_(&@7+mgzT=L^F@D0f;+(dJJLf$<4qV2sV<7~xfzz#d%DUa*%(!aj
zOI}L(PG854s%*Z_;GvZEq|uM*cWIMk7au;X+q3+=_4x5*R63cI|N4H@`0n`@5$JU#
z!W{d6FW<4AQ^cm;>j9as`4w<&?pSuGy0^1uP)$y?%+I6m5^b<}U)lKc+pMl`%?hHP
zR39gASBKBcQ^xK}FKA4)C<K+K&+RBjJ^7A><MH(C>^Ev$O4rZFtQJ-iv9Yq=3dV*B
z=p;;!$~XBD5jJ6Gce}dc9@zb|C8RF8rasvkU{`*(UxF>o;+1Xe{<#eC<7A7p)DcJh
zWUX<6kiU(Odz$zAZ;w7p<3E>wka{S-pFLyP;Lhenel{p%ua1y*-LpTO#f$Zqc{lm-
z+tS*jZq3&2PLvpQU~gQgDB^8=#*smJY%B=)lFwhKV{41&@gcxNbyX;RkMJl~QjrS1
zCTky5SvhkCb$907mAzlX4xiq7+#DJmO1)#ul~<{k)}SAr$l3amxlMSUCfiYM@tSI=
zPKM3L-zL^E`8^YqQk;txO(;^1Ul*$-`ckx4%H7OnwU=wzr14thOcIuAi@5YFCQftI
z(5sE=Tl_GSMxnNXB@%{({V=cisRm5G+`ItcWkS3h1>y7h-PbqD>`$co@RXP{dKK}t
ze>rQ6H?gWUnMb;H;C0`y8ozk@R|K=<w<j(X;}$j%+~3NK!ZL07D0zcfP4u7q9FZ6*
zo(ONAwmM3tD2+Kz-pSZ^1u`gbC?VG&x`)5I9y>L?SjR(gSrrN|*BEPQ=|0uG=}n}z
z*!X<i_%hoK-O$;Acy3<1pr^AIobne3RvKH$r`djD-nteuxTdVy@0b)+li6@sq=e6p
z%8S+CZccoy%tDj$D|lX%-SgvD%6ErUKRuVxtt+da)?ZloN&NNGG_XI7!q&#KH@H!)
zJSxZtWba}4mlZ+rhpNBiVBM}UU9)w-<6CM`9&vv&JJWtPUw@uY2X-PTrer24#(nI;
zGYucRGaE@4DKkaoyyv_hRz6}JF&Ij%x@kM~@Ewt8cSY*L`>7r2>+;Ufu0(;RyAD&U
zdJ^O))rpFhP3y^kvowNoucN%v><k_SUZIB1aAmxRk@YzeKe+!H6a)kw?5w&aR2h5U
zKcxk7)}UjaE4@o-b7u`h-3@wL_CElS2joXO(R&yf!2LWV526?#4eCIvZTJh}v<x$(
zi`5s4#&&XU;^fv*0ii4>P;@1wT){UQBRXV$Qz|~Uz)Du4Ebu2}jb6;)p$Aagf@vv_
z4s1*SFq9zUBO&wWhYm7{g$VXHKJsaJt_YvqI;%o?$~QWCKq?{t)s*^&TrtCnNY$2o
zZ2v{^_w{dWRgb61xu+WWP^lJsszb%r)h7m|g#EM%J*J!hLqUuvS#8v;3ZkCaBrf%*
z6ZFddeQ5IN*FwYSm0`h8A!d)MCNAF}s32kcB^IZtRTa(`nkDc2p4XdVdR2EZv1awm
z;rTx9jIQ2NbNzM*wIWz=&?=M(KE3O6@=hmK>V7lnONxNV29$Zu>GK%b%&R;6m)1XD
ztdThPby?s1w8kX~wm*&Tfk)|2wT_5#+M`>K$~nUm0)h<1PG9=<k;+GvWAt}6|3y0Q
zI}Rt7Q_$LqbEF3!GF58A;>nC9QXTZJ6pS}u@}C#If5XvkCBi;X#((ob^jpI=6Y7>r
zH{Ipf*f)A1MF|*j()AT%HkM#ZwF%Xs*daE3is$rb3N|XC=)VJ%N0J(iGjBHoK5%**
ztko0LoMHNu<8yg<aX*~1I3=g1Mgkc+Gca-T_u<D7e=TVtYXK-u+$eBw(kd>Oo65lh
z9}Ha|-d!>s$X7Wy=O-c{{Ep04hTiYI>_p1u8w!-%1#B?6LV=gyxUS--EN96ln?e`L
zhzVRJSeS#oQl|n&ez9<>v}C`Qj<COSNO0L*6wXW$9u^2`Ya~mEhkL9H5vj%V<NjAo
zTV3X|PD0?z-Ehn0S+?agyyaQcv`pc!0w`l{UKlpI!{L&m$5`CHXLzb&*g?VVp=7fn
zUB4Dv+8cboP{1T`-1gIX6?u6@_GEo>X1sm=IHq{bA<viI=JEEVPQQQNjO%_h3FV4X
zx|bE}eJmJm`LRH;%bt2O4x?Ox7KWzA{z9tet*hJ8Owk#v5_D0H9<8e{*ja9pnCqvR
z4Vm|j(|*d#IbT!0^t|-0F(yEbLO6|(kuvu|wk~PxJdunyb&tK<G_`?=FL1%e9+?78
zh(+2<<iKaIerHH=Glrtna)}^oi_qq}*W9Ov<mTC&#q4>&YymQyVP$W%ge3@^059_0
zb|Mh@K;C;J@ar*~_U?z(mAa=-@z;RhlpyV0;qwu&8ZbKvNA<mPod^~}ejsMwbsC{L
z0U*N?qy?L04%ePd*w>zcW{eJ)l!C|g-&@rNCW<++!#<$>4Zxo^AQ}o=v=Y`qa|O#g
z7|ElM@9f1+uVO`GS%+RCh+KEkr{8}i?*}g&b105=b>R~unGk=15GwG%lKubug>Rk1
z;eb}b(^ZJGJXwg4553rSFlpb*m@VQ>sb^$Fgn|vLl%jO}#`kjz3a~~-Mh(xSsCpi4
zO8p-mhY)Fc|3P6+j$8zbbP34(-KoviEOOkaou2d<_B>I$ar`6cu=k<|+eu)<^#fzh
zPrhf+bZCtO2PC^Gz|55%8JFLS+m|hS_`Z76%VkDy@yuGy@ejuh$(G4iwkNyNJXHbL
z2VYqV2|AAH9vB=0F$syV&w(pErElKcl1#lmqpuE&BphyyCL=$dAa5~^5%IP>zNN}C
zw>SZALCD5QfK-Oy`#K}Z?f>-))fOPYgn?X2I#5c}6~mfgJTqyNO*AmSsD?PeT&w|P
z=x<k!4h?+)W}QN<`??m8iKsNh@Bka=@&iHSB7>y>bGq6Q&g=v&3G6f>>r1&mFT&tC
z6A+!2#>)Yk)dXvE=`OAO7vKr;A&Nk=vldLi?n8utm=^Dkml1)!JpwEF1gO#^r*`_W
z3cFWxNeIFYA*&%QQy_RD6L{*<<z+v64$B5Lc7C4$-q(944VR?-|92D8kdubxAD=#8
z;sPa&0B+t}Se#!$B+`CmIg=}<Is%Y1JKnOu#bjC(>8PFo;|&CvDpL_>(AanY`b2Ac
zsYktkzA+EY>}!OuvLFZ?9H4s;l<^jb@B{&NN~g?z>PCTarQpo9?w8Ah*&(3t6bK`b
zV>dy6C}ipp;7kKyKL&n&XB`4#w^#%iV*#|8cN3Ox6F}=QM{KR6rPcbi&pCupiXde`
zL(*X0Qo_a)z_V>PkG5&I03ASrng#NtW7$m@XGd5}bw6iAW`Phx3#haLq}wE?sHmdv
zrI7hkgfs*Q$~TCNM;oXiokKvS<Ll7&LY*w(hKBo$4xzn31J{y)P%VLn^EW&(i=fd{
zGeyb>xuIKEN^Aztb%^&kP0w{i&;k?;gZu#?P|+YklCcEnBjoA$XjuOC`3o4+w2TZa
z;!<aU^+@9}?U@ahWp;P;=FFR&xDU5CU<|iJ42a6ijr)bhmE-F@ZW}PJS^5C*u&tn?
z!xt}T%6kO3&yc$!ywDlM??<??Iq5Kc^^ebHffkl$3~o&;m>}E6@QyhIR)&m<dot;@
zfCsOE?`lwC_qkL7&{SK%oSTr@1E?Dz%HrtvFZsY$0#|Mf8vdlbuNpek6kvH_?d<Gg
z!t2?p+Wde{4D-6PK$<FzK;8m2RWQhhXagk_SZD&Mz*8hNV~ce_acveNee1P*4|Whj
za6%}VmK!fj-CqJ}_!d<k_a#^M6@$iuxV=QykH&;-07bfh3Pe<{<OACe508L7#2G+J
zKU+208bs9wwAWW&s`PUywG=_*!z35#w7k`|zQIrksIgKaP)GONnQDq$Pm;H`e;Pba
zC-l1D3=E$8lhDqBr+gRT4;XLQHVLwiAF(KnIKmXQBr;Nspw9q_R06vZ)zs`yg1dQh
zGhqkDxIewK*7WX07;GixEeKKbFllS9BRwq*|0ZB0!jqLx7y?&sq{wtN!4^0eFciFy
zU<*6@EpS3VFCrgB=r8{hkZx-(2zwhKTVsm|auVc9+P?L?^7wSW)Ea4bg4Q^Mo-F(O
zEBP2;X{TsnJsqG|2=%GL&KMQ8zb_3?Hl?#8;*x`hPrWy25J&~0DT2VVgZYZ&fb%;=
z<5%4==Y)Xu#u|Ji6(d;cyMOmi?NksRY<gR#eRhzW90SG@9#AH?2u`D5DK|%Rscnno
z1zfr}#4QE=c?kF!Ko`&QiyIgaqk*)UmD`S{rKX}_;kla(!q-3Ul_~*H_QIvN<B23A
zhI%ehi{qd`tK`jzM)=>%i$9hJI|iQ*j{yGk9R1^K2}0)h2*(Y6O#s~Fme+rOTQfPe
zQo<vU0XY!XZ+402;H3eG*eXyP%R7eY9?#UcfM$XgfJ31rD=R^}J?9%4s_}4Y^Aq6H
zkmrT)3I%J|E<&Ru2BGOa`6j)O%rJv*Ra93$1Bx}rjbz`yyf-Yni%WgHSmSx({gKaR
zs1|me9r^UVJ|KH{<lxegcSLyQzsW6VzrtX0#bXv=X9bX-4F@8%IXoIVN%#A(R30S3
z(6?dT17R2euYX8x^*sI6Auw94{z?IM&~<s>6iiLGm0EQJ{I`)=`lF&1pq1gXDG_`i
z>_8fTX|*Hpw1?#RANqT|;mUlG>k&#`MEGy8<5TpQVBK5;UArBTy!LERphGl;5Rq8d
zjY)bpH@C4;tB^S+&t4#x>B~^%7gpa26P?<uggpqscYV4vO^7*&bohF)!22m2?yYaZ
z9X)aPXh-J%YU8s%>rl|>FeMHhd|ijKSXUPV;Ma4b9Dh&0TAd^zCN2RRZ;rq^!6#?|
zq!grqq`x=1Ox5X~T;8w0Bu}}3tO#TT{!U+t-Pud(RKRF)pHF%v36H-8xdkA?iv&HO
z?-ee70iF;r4$Bs$09X1D#<au9KO^Kl`1I12&K_TYET+O&2(Q-H)%^n4L+6ifuu1^_
z_r?bV9$aoEX8j2efj|BD>I(Vp?(UvALT87qlCU4EpM_uwVY_gEL&Q)0)oV=XyVEO4
zj$onz-8QFk<?_hPKEx!<K8B0)J3j9nHh6)QcoG#p<L#1EOFSroGd5;inyDtXo#uV|
z`*514v+|vf^?Yu23K}{OXTi_WfV(IcTP=8pKz^C?=@S`|Dfu>_h_?YytqoA~7sw>n
zgb=Uu_R$|NHmrrXV_%AN8(euS*g|&Lg#z%O-AxC95N1HH!itDOc=rm=$(Y@{&;$t9
z4<s$90R8(C#cE%@K!X6HgFtT)M;OKJggA4AjT;1hT>dv0N$q$s5KYcN3`#4k!}ACG
zo12C!jaJ<>{jfQmx_Gh!+d^nVpgB}EHa2$NE%$Mar-8nHu$o{s_Ty{WoBTH$Oc0K(
z1prtn{v7Vpii(Q5p9M$t7^D&)Tzi=y=}}~9<N@~N*gY9{HvsTedkdUGAoyL$&F+Rj
z-;Q8mg*5(IcbEl=4<)EY(ZXw@mnJHU#g<Z^t;r;=PQqSv-U6(pCh~y@j&>H9JhTDk
zfgoV0Lr6I}<5}ZL@N2*RojhgcS3pBzq`mhrAmxKFkSW3W0xW5W^_)f$H#}K(0L5Y}
z?WbB1^AFzEq0+#>AS72OI~Wv|0;8kRTdOz!-T>}udp|-UZv|j18!(NKEzoxM?@uML
z<&Ejtv)#w&>IV%#dFA(0juo%k?&4F()=0*ho4<iQUI56s-1LYr#w)=y00~8ajAi$R
zRgVFUrKJN-y#NLjBoq6B0$MvaP%_UIH69%>iz;v}e>2t7;{vqvdC&!CP3zBD0+u%7
zuciMA-3{N-@1cKktn!USQjM@YEr5az8%XZQ`oySH#KSLF_5mUq3_a1xz~<9OoamJM
zggQbI3a_~;FVa`7`SPLy!h}QsjbzLcfq)1c$5##fa@0H6BiY%wnM{3+kj>p>GUPZi
zr2|>jf8nlCoLFGT+>IRuByv@DIgbuvWe5XT{MY5udKow{h+Cu+{%|1wGm=L@K;a*W
zK4GseR0_BCfC<=m;x{Vp2ML<iuwpD|B9V804*=}(@f!tZ^$c$fNkLHk8fRL>6)Q|o
zUSXj>1-@yG>s1>YoAfjB$ct}VrzwQcaC37v0V#P4v;`3ld`(3qXnV3iUNuw>$!s{6
z480a1U~UEOZmz6@(wUsM;($bV0`*MK@E0#$%pqz<PENv#;Y>jg7v2KiQ56Jk%(WkH
zBKqOru;kxRm;q~5=`7Ms3&_AH+uP1-jem~}OKx4&(L7&#dz)V=l+G97%flZ7h?8K=
z1qnYTCp|&<P`pTUl;$>R%lG?N`XR5Vb^Z=0M?{|xXv_E~2*_GNu=^yWE(lQ-@jpzX
z>HydUVWgC);_}6*CwM2mBTAWwmGIfnGcfhH8O#!07;@)Ld3@xF*g!gAi<1b4>KeH;
zCd<a+V}dZ;5J%nHM_^nii2WTwa0(BlUts79pep1V$4boUMD9}bO6^=njN6_l!l8ua
z767nwM3r6a%aaq|VfT-(JD*)xSb+GggRi)*wB_4t2gsEW=;@_iu@)Kqn>Qm6((JVW
z(yKs$Jx$IM3S7@qa<iV*S5BTz`dbgSy?y5qlWVC@_{~SZxRBTcRIUgSY;r7*4tU<=
z;;);Ix_!2Y2ZZl{`U0WSJK5rbVpxK=KBZnoJ$Zii(b%K2oqoUxorTST&@>PHt_Q2w
z%`}(-kovp@Y(RDW5?*5v3Niu?sJB=+P_E@%mp)xZAkS%ab(1n?I3OWx{yowJ0ekIM
z3(yCpIP3Ex$`B!zf-Y+t#CKno7C}L_lqBL05bY@e*m|!kcRu-k%0ixAKKANW-<+Hr
zSZxT~atmVS5FHJ1g-Nf~!f=^^@>BFEi=A&h;g;}MXvD-)$cr6)1CPvm@MD<+sbqlz
z-~(7}8_2JN=+x|b<qSf{Ecsg-a~Re!Hw(U=8bTi$m|l1Wv{xiMfh#J>&92n>4!J`J
zkOhJO(mvJ!V-4Kb2Qf&fJ_hgACVR9+Ub_xJ>X0#DkF^#*+U0|<hL}n#D=T+zgl~$N
zAIN}P;r786M1Zeb9*2nW$2)O45VnKS=Z?omJ7@c$LH$tr+!8`^pG|#6hKB2@ASs;&
z`0K16l}5>oY<_-z+iY8iKgIN-7299a{OO2i8Wnw8;I^q@4_8yL<9vQ+#Au*_1>4s>
zw&T0vSr29?ypQK4TzX(Qvt%%E*TICe0)KRU-`CZ!#u}o)S+L4OE3XSUaPow@!)=Mb
z)qeh*0<U3+kVzr@^7mN-jlgE`mBDvKR&db}*^?thA_RksDgjh%s>4jfc!L1PXIMD4
zj2{zEvOTF;S3evM>?;N1BXFavBmy?LB_vq}Szd$XqNkA0F%VsTF*9RT0jBr368Px%
zmJ-;#F9<LcXvvT)$$kMsa5MZY_}KPbo()k%rIURm1p_T9ip()*<p~q?^wbX)_LD{n
zji1A&s<4|F??8Y9-YVMwU;~^qKPt$l4SD#Qv6@*B$smHVp9+nyNWrVRTol1rAmWo(
zCLNzSKZKx8!ODsY9L@Y8sSC)Y9*jSTd2DrX<><>Z^4ZdE!IrB8%zj{c800KuK?6#1
zeDgI@aJ_h2IR@&Vpatxst{(G9bl7EWrcoB6N-`9LdSl?a-&(W<w?9@^@uLu0omD>?
zj$F)42X))VqupYseg#_d$ttI?EitLvNGEaL>Kxtg(JP4-{A3MB6AxlBOV4S;6cKO#
z1$hRDhEif81ET#8dxl)9R?~Pf0u+uRL!n0C$e|qwB6kj?(5|ocI#BHDHMyC-%5n&i
z{Y#1|`*itGx;s<t1>%-+fcXvan<Ln_G}u-)9Z4sK-`)%Lve1p0o=czc@r%wGzm-4&
zMDF*n;lq&v2TJJSPe%kgjuZ%vfEV%8{--#ElZawb*yWV#6vM-YH61DHUJ<^p1^wO#
zJL3l}x;Ehvq#6{PAv^pns3U&$Xgp*F8+RJ19}xi7H#9=#fDoZ>fR0mK|LG4vsv}3p
zy>^EXu$Mrb1$ey+DHTXq{hY;%8~kqMd(wC3^{r=L(;gM89K?&S?meRvAkCIugp|4+
z42966-w(jNm_YI`HWzxy@!Lyli)KHf2k=cD;c9NJjlD%s8kA(`5Aq8N$_530aq1g~
zNS^zfrLyVtzQCGt*YowqUGW?DXBwE1BvS~6IL^I#o^xeu=cer4(j$SIBRg5TQ`LW_
zmJzOAf2G4sq-Y%`ZSv~QDzvD8Q9gm>Y@iSQ9f}dis_%fxO_8+h1b4F~VAc`x;9p4M
z86}32Q(XI;|H~d4jt*@3jVnkYn-qX*`=C@r)h{+$``V?n5Fytktsj8q29CYo+~yuc
ziEVK5>GXl?#m~LZV^MFv$#Y|x!4^FS=`a-4x$8|3tVST}+3>Tn@8v}+VwQ*BuOjN#
z2^XzY75^MaYkJgj5qs^e1wlm02%l)T7h@BEyg&?cN=mZlP5@!I__e+86Ck}pw>v42
z3-g%qx#G3E;t!^AZp<>Gyx0~b$sov{|2ZD_VOJbq&eW6{;<!Mkx%RK1spyt+r^K>f
z`T{kgzKzU+ffK1x>4<fEkSWH{KKht(24lH3*%9&n8G$A62U`#ehycfJsBJ)98{XFs
z_WSwtLxksiObzzlyAN8TJabOg>SdgiJoi*D1}5D;;IH-A49BG_ngh}pu1cE0JL626
zn09EyqkUY=OiKjf!$1L+jA|WJus=cedbnFyIUPI~E=h)DmSjLuK}O=>)}BO-{T+Ax
zo3GRM^b`r)@=yHM{X(I$7Noyj&0}Ubs1V<N_1WpKh+dZ;5!H8Cm=ks#%pOcgb_&6q
z1+1(GaNiyt8kgL{(-2>XEn8=nbjL!i4=ez&F@})Mu}5_D3uK<{kd7yEYBTZ>el3_F
zxBu}-Z(l_TzBPhMhw=<Ev4nzNC*EVh@($S}U#KlJc`dyWgZs1f`0xJXC5W?PGR0iD
zv<(AE?nqC}?<*@6^?`15MNV;X2Sm^PkeE#Zms?$eoP$Arv~hhjW4~l0Cfv1e6+#O4
zBuOYaA{fvIfB)>i0*Ut#_Aa5&GMftK9(wB}-_@d8GLR@scGv3wqv{9?Efq3NI@#%)
zC>aQMe?I=Z`S&Y$P(?_97(H7BNjdED?3AKEyqm0X<3pY`jFRn3x;xU}qEk%I8h5sW
zV<SZK(Fs5^_$U_7c}fV0X(5K(N|FSlf?UYYo!5UuK_2dQSr01m`!D31BiWP31Km$>
zVYwB|2t^vXk4VIadeZaiiY2VirP1QoJ{mY2rG5RbKBPfE54K_7!ImXOLMlL_L~kD#
zMj=~nv3g<p%?8>O5I80R)tLm-Tm`#}K}b?G!2D;{XZMqk%Undr;J|J9bX*?01yP(B
zh!P6jYC;`4_<U{lzdKPO09w!>%^Upi%;#t3bPc%`S?5L<=|b8ZAreA_!4b;K%Pnuk
zBD#RDukK7xW_X)zFCM_<3p>qXktGh<zT6-=|A|Y#HQ+QhEiFyH>~6n22&lKo?13*1
z1OhwG%uEnMIezyU9}i)>agn!BW;{%?Evi;@T^&(J@&hCwv7f35+Fcz5_DUd@J<WT6
z1BtYb#-V;i_Ie_`ebXrZ#fuPFvq6ZjaX$pFuK?K<76NnVo}hxm464_U4ssogBR`jz
zKSKaY7hsc|L!u<8y|uw2U31?j&VX~M{>I0Tw_xFqccdDAC6GfVAW0c7Uq{&V!0N_5
zgz~HVA(VX-Y;1CuMhaj3u`1*wVc^p*pn$zcg=C))!6FFL*>T%qYWXFD2OsjC<1gG4
zlz$WHvktL!D=a%U{UQ^a*Rmi=iyQ<XcK~wU3&_MJ;>v4H%g66Sh?=I8ts%MKZDk3i
z9i>3Yjj9%xhx46L77)l-AV0z09)B1tY+5)NEuvuG8TK4Ge7n2*p5Uy=g6p<oQQsEC
zs8p!d?_XQi_ZJ|&+*pDLctE-sCN6u;l0Ei5TT9Bko4>$@-aG*=KD_ZQi1K$1I%MVV
zTpZua%*!L5dAM^1c{Fyz8j#xfMY7&nPAP6UAcpf2FtNd2nXWADib!rYu!hK{LDc$x
zj$uH;)#}#k<6qj0BxDga-Q2&;nO1Obs=U1X3{YL+)t$XPu<uZEja!b<p~Nx@>A2YV
zcng4BK}IoV?)~qiXbr;9R(M$n#L4$Rm!1M~%JpCL$c(@z$ZsCP=7BudCY=;i{gDjq
zHd1S;v}e9Ph~>r%Y`lKuw7dnUSa7I2hl~e<hYg61j?S8heR2GH0uDdKpaZ!c{;jzG
z`6<*NkzCgEkz(6rEBGChG@m;({A$1Q@i++`U?TFDUz)C$g!K5iMbD!YqY&;8SUE$Z
zqgU=eLGA#XBuA9;Nyz+d_RoJbf__A}KWkl%FPV{VtW1V<D8g^%5rv-r_b+}w#&d}n
U_2#{of`Wfk6g03!^0%J;f46&j`Tzg`

diff --git a/examples/summary/images/traces_neuron_activity_Syns_D1.png b/examples/summary/images/traces_neuron_activity_Syns_D1.png
index ca76a4df8ec80be49a319bd0fb3ca2b92da0b561..5d550683abbe3cf9e8ba90be69e8f818962cf644 100644
GIT binary patch
literal 130
zcmWN?OA^8$3;@u5Pr(H&-=w6sp(F@1DjmTtJiWfnyW~Auf2lg>Id-k@ZQdSbtpDrh
zSaW~saZ1*gU3z0RYI1=47J-Xo+8nbB=(2G!6-*GpM*$Bx8;eA?AVn)27z2nyN_0R$
MSVsGb@@PU>e%j?G{Qv*}

literal 36044
zcmb@tby$?$7dAR7Dxe@G(lAJ;bT>$Ybb~ZVNeM$5bTbSft)z5=gdhTgFoc2#2$I4`
z3rI=$?FZlAcdqmAxy~Q&<?D>k?EUP$*1hhv*1e)1XekrmQ{ls4FalK-MO_%|vJMP(
zsSo!W_$05KfEN5A=A&fnqvzq^<7e$<57V^vdF<-p<LYd~@WkHB+u6fifJc<)9v6d?
zkI!Roab8}x|N9SkJiHuvg=!ni!H?iQRx$C0!ERYY|6O_`Q{oJR#fhmZ%IW)OZ{{F^
z^v93Uc@imuVM0U<71ny>_IOb-Q8)0Pza4+{{n72-JWj*Uk5Ze+D-F!oo>QCNd8}NX
z-^9Vgm4BNn|IJ562HXJ_Gm<7Q?~(1q!FS&2-rLz38vH+2jt>Mhy|6jnBRM@Sx3*8R
z51r(3FUjM=!-$Y1uU)mD5`q6Ol$Iw}y7=fCnNAq=iL>ngrw`Vy-m&l@7Sw!E?EG`O
z*`ui>h4|V{iiehC>?PUATF>&bvR{2N=fp}%O1R<jqG!Ly1cZfE6H~Or@zN~=oSRB&
z=X6a>qVw|^B@ZTTr*iS(>~h3PYXp^M&FH-mnZ&lOR?NOR7kT%WQawJ`$$MmEWDHdC
z`7RSxZ;uvZcY5zw6$Vu;W73xrLr?F5g`YYMWxftRIS@VmkupYwiIv!HCmoUbD{0#7
zo>R+rX+Fa-x9i>EZ0y|WiirQgl%wZ&-w6boic#x8bRmqCU%WbEAoTBvRnV`l>u*<!
zvt0Wosw`q-c{?bs(>#Xl?(Tl7vXG$h9^`u|>S>eaur|`*Jmwlok3b-PetLc7emqrp
zBwYZmy}f<agzL;(Vv)HZfdq*yQ9+llH#3W^w`N+Z-p<UJn}?q5zg<d@sPUNV5PwT0
z&;J7bZcin6K0lV{!%T~J?UPN@3GcwetzJsU>}MGQj*BmC6S_)Ea$}x9zg%I_Mqb_V
zhoj@~d0>TEGhvRnudehQfym6$lDrTq$6N#pq0H%H6bdyT&6@lETcZn~_liaw1s|jB
z#Med_qu-m;cm5uag!1#xwqSE(wPnu8WX^u;jZWUN^zZWB0B`#KM}Lavh}7Xcn%ZOV
zV>T5(_+9aXt?#jibD?vRO^?PoXr4@3JAHXWj8349t+HsdSwhDj?P7R$W&^i3)8%cx
zH8@|~O>^fN!S_~Q1$%pDVYhE#E#BD0?prd7*x{U=gK3X~(7)#^E-S-1vEU#Gr2>A-
zu79oM3q21S%n-QV9YNq7-|3CjYH*t-*DKcOnyj^5|22SHdg*ym!26ecwu<RI7KJ16
z)FN6iqFa)`p02l)m2r4(zdMZCU!N%P>EP`+l1HVcP9?Z~Z#4jSbpIx;xZvvgrKnQ9
z5{{g5^>m)aA1T^e&LJT*elwo=+IiB>o##k(9^%a6qSIV^YKw{9T&ci1DFW&&5f5@P
zF|kE({B^XQYh~q%T3QLlZBHtH3!U86E77_Q>-i9V!(wD8Q%GI#(H9k;)zRJq2{vx-
z+tW>Mr1H2s)uCtVFe2}j!5zsy;1i4q(tm!&jpQVKd%i5GTYbD*lJ~2JRC_**RO|iG
z&XUDQWViLq<8A^6^0hwt&>jOLi*U<#0k3rm?mLZ_-5wTS=Q4_L`SeQ8>03kTrg6Dp
z<>TL<m2Ic$>>GW>IyPqCQHLIN(?8JH4|5WX0S_+F|2?{{D4Ed?Y|1G!Ld<(*zHPfh
z0K-$a8+~VadD;JLf5LO4wvT0Kh7x-MJoQ=V`Cgvr{L?E$@%KF^ts|`$K7>~tK^`X3
zc}#$hkDrvD9;t9kip-<)tciQ&tC>f5v2)b~RT0zrb}4X6(Pfn0uk(}brB4dClnU<0
zLoWw|g&Zwh&-VRl!p6oX3(Uo{hgf+&$8WYaUd(UH9PG=;D)=_Ii0k6MYhmr}k~it4
zX~3)1^;Vg;kU%yK>^Ks9?z8p<51Sjvqo$@7G*{p^i@0uJU{E!<yf$9`xm1r8I{W?1
z4<F?BPWWumuYA|PzNx72>5ZomBY79F&ma0#kN_+sG#j+13HiZiC$iu_zq^3Jxm9y=
za(08`{|sD2u|S86oO}_wkaVk%)j;kLn$Xjox65f}zm^hZzSU)ct5%Scd$uden*I2)
zH1HnRxelq#79!pB2a3r7LxJ1xB7rrUKkmA!wsYeSPmg0>aD?}W)SX*Wzlo~eF5(Yn
z3f%w}-VH1a*%2~UtVwxzuaqI|y>m%U#C1A<7;COS<5uV2kl$<LH$-Or?^bo52f$>r
zgx!9f?u``qZO{JvQc9W|dXA9%d%7q3^VJK~$lg}lwhizsQSeEs)!wK&?*j0~-sN<w
zgwDTb+rVDAheelePRIWRx8F^yO!LehleVyu<$(@9{2s}onK}P^OuH|RQsB!R?sZPX
ziuVX?P9&+8=%o}^ZS>PiS85P@4m5}#$^L)O4n4;Wj54IN#<V0f1F8T%-w<#Zd=CK-
z9x2PiuIE>q)~nyVdH+VIpypxM<<s-S&c1>~=@<-8+fA9%Uss-N&8$jvj!2)}tTb)(
ziZ0@@XnlD0XaA*CVAJ+G@7wvyuG39JhWI#Te+eB&a^vUDw)~ow@<RTwSGBHjWCw1w
zyafgTfKxgfv63;_<d#M0-Fw^U;Q)$VbZ<~#XVNxtA%fan7Fgb+)5I%Fon5!2j~F)j
zt`Sh-z;UEcHtMN{!jr`BVlwW@qkeH<E&RUwUVeJCR$h%lC#MFkjO6jcqQDBnhmCtH
zL!_C-(Pr)~%&Ul`1+UpGj}CTN6m*_VOP$9<9%04KHsfUmE48+XQo@^Fvmmyx=YM_!
zuu6G!Qpn{iE-c@m+|cIaU~^@sc{Tu`z+Z40L$=+Kx9)&fCIw#zB(ApdBuMV6d@fMF
zwKv%lO&Y#o+t0>aX;P1t{92@b=aTGTw%8cCM98WCCE1|ee%6)Rx;p;Pm1ZK4sS?Nb
zg4hiVSQ$oioz^Fbjh9!%mQ_2K3l;_3(-0Tl1MHm{78QE7ZlyX$%BoE3i=q&8N?Jcc
zGOH_sGs1!KJ$w)I+-#hP0kKLC;Kwxio!DN*60MvbF>JQ2L<qR>8=7N1w`5Kq(p_O-
zOpe<0SXi&_B!~3?Fn6WHjEvj?4y}G{dOCpkT6>+4hAmjDD7)FZ``RVh8DL!OBZ*0_
z?={FuCs1i=m*4PEzxnh==kDIgz<?UKX#!yH45kfE3ueQUb@n$xPNwJb&6?ehmgxUF
z1-g&qN=>%<mTz8ywLRIaqn!o^TbAy)3v8W{hHxp<rK*<pZ#Vrp42}bg{ar(!Fo4}&
z5b<9?^n%;8;X%lE@DeZ5xXm(U=!1WMhLx#5g4G0{JQ>WDq6S_mJTNdYcxVfNnnLIi
znPHWAbYAGWSf!ZX`d0#QICZpvhu{4?j}{`A-V`M8CknZJBTKh<LirU?f+F?wZ;K$x
z*eEg*j~rvM*ekHv(7(Y&u0^SC(@j&e)Gwri|2*7T>^=Iv9TM5-GGVj(qaUI_pPSsw
zBmp^bFlQtCaE#4MY@Q35Zu+wcm`qQyGF`O$_tq&iEuRezq3Aqp4|{%gQh?Z7S!smH
z#*%aY0uR^%=wP>q#n;RdPOTc%>-DdW`x}8fHHQ}$l_}yurzN$o@ALE1rOe`mA(6R?
z@jc(oZw9SgK{IbX8v`tDO2Ci7UY&Nm^V_yO-LDQ63RVJC>plRN8W3)^Lor+5+dK!@
zOI}q}-1K<2pN8S|1zg}2Sgh$f407gXT58e955G+u11!u}h$Q5xbwaI$obL32<A;Jt
zE#NdLH3aNai?`$S2s-`~Q9MBM=R}vAXS`z9gZb0;Jf`ZHE5#&~a2}jl8o!gjX1Q%p
zcMKi*gjJ|iZonFQgZp<XaQq(tY-E19WzQf<E_=8!bwT5r+`q?obR1s;(9i1S<@I>V
zK79fFGyWx>_FwWF-`gg*l&XwtFN32(rq$$3*qA38yq^QuYg}iC7ZVfn7`jUkvKpf+
zGHYBWc$PyyeY`iznZcWobe5d$s?7j-0CjI~FNMStE&!NurZRINx&t>G%uDAoc@80>
zV~($3WnLE3&+ly_u=#0^&R&3zNHpZyeGo|no_dp#ALsb^_>&+36s&wK{CbV__2=UR
zhTj7xdjWWq)wiE}A8znA*h@Wq^kO4kWHu`Ku5xByg-Oj>@*S%nV(>7#$ob94?$ISQ
z!DoLfkGBigjJ|%He}Cl`&V2A*!+Em<GwHT--SL(85Prw<wBmxxB9}gzzhdq^B=l0y
znS`9nc;4l`2f(M%n|7i!_d7$*K2=-EKwImh^`o&2+EE&d3js9O7LW=5h44F%!GDY4
zcPwR@NV=vR^K!m6W(OZkiT?Rn0AlIQ3qpK28|Vo<VhL>c{m;(@!PvDvKp?}ANRmCj
z3_^5ZD#08azDh(vEEMqDY3|n3-CeI!z%|hr-p;rj3BP<`8gEaw+KSH9^zYRXTm#U1
z2eNXSz>Qkxc;!*s-#<U&Ms`D+K@BcfzdN8p$5Flj4~$4Q0l+VnGoJ7@2j9LFav`@2
z-ZvPTb35Gn{`p;?-^9*~ThgMoXN9dktIrdq|3D19DRh<Bs$(Xog9T#ZfPZx<-LU|y
z$h4p~n_^qj-Q9iku>0fX&6$=lLtPE#F$irdjB7vmwij=w!hOzn(>v$uN2I$yy;j&c
zT1s5n4*lDPbqP4!iU)RTaZCe<KHJl^xyaNTyzNAg=?c5gM1h<Jk2No-u0i9C8i02w
zR4$a2SA75w^!Ot@avmfDZ<3<|&X2K|-s`cI*EkGO!Bm|2aNtu+_m<o3%!BvGU&@3^
z7i;GwKxPhXja*A|N3p`Zr4DTi84<Xk_aMMzL{!;A_Pkn@z6f6ZJ;36P0LuyA8Naz;
zho%0<q8l95lBd7AM>YDuz60BL2RQu!%Ufe=TkTV2%?UH+icqFQ^gKCzcAf5Nv9nO?
z@ul~_SI1tj2MiQR-p0Ri1Io1|cX~*9JYlfT)7{wPcMI4I5szGiD>!l}aY`NW8&zdp
z0Lc<P2$~+$OL>1!SzDiM#y~ewbex`+mS0vj@T9`3GXx}lATS*UZzjPNYHa%mjaoKR
zw55}qxcz}KU3zbjAi3SX_sW^7>fM1U*z>I_14LPm4WAKZT}=%Ut+<a$0Cxz4*Z?Ud
zT7B0I3p!sb#gfa72?Aqg+T_D6Rll4Py=x0{jhEuS9A7KVA_-~5VQ+Z2LFgm}6ulQP
zO_PG1IY9e1W?D!=zN&N0L0xyb<7BHFFh|cJp^16OqyamB4lc?D{Ls-v=Xp3pdS|>x
zuEMgt2H5?<oh9exC4$$Z*u#$WDbojs8CIH3p&`$JXovO3B)HSe+uHK_LqPdm1f53<
zhpTqJ=xO(Q_R&VlfTRmzVKK3>J6+f5=PR3MKLEbz=CJ7F53<<LuN5L21nT?!0h#yw
zqNDs89NXL9qw0`xyUw;#LMuY9R^53{CF{FgFq|W?1k#l*2s$2%#sP|a&Fx!57dRc%
zu<zcG$P!?FXyBsIyS;k#3I_NV*VhV@7r;(wUq5*C_er)?pm0^kpGOcW|2b99S_blT
zz%K8CxH>2>@;i95pEWNoJDVm5Z0PMq9cFL|Se6Jmw`rKbuxR(juQRZ~BFG>iB3zC&
z0rBJUVl?Zb)!#pNKsbK}?pLhH<sKU+rvji7zp~~|uK`pAISV_;e(rLazx|Y!v%drq
z@$TJajE;dp_)wOJ?ZL*>5xD-(z!BTe4yHe1F!jCE8LitLCxo)T=(RCznX9nVW!})*
zUXV^iQi%J!S?^SqKQOCnzE^VqV{jOJX?=bQ%n*<v%}l{sDG(rf0FrTs5!rzJ=<?I;
zrQ$4iWUj}LkI9QDJ+0DMb(fkWU#>g(tpdk-+EUCQGjjr0%<JXttpxJR9uSgUT|yy?
z^#oTG3k)l^STidIq+-#)G-3gBjRMd(IgCAQerWNC_e$fZ+V+YH4Re5NP-J8j5itUY
zrZ5AziTs4GnRyvEVH&R$4=f7sC(C0Yc_vdD=({Q`EGn9m^;<%v<vUXd-|{Wmo<I-#
zY)tAvrnlHQVOie`_>9U;I!R+dI6i~e>IsNhV3X*tfH}izOYV@pthp#~J5eA>f(T3O
z-&3qi6GcJqvwGiWo)+ls?MV6%BHO-%+n|o|6r3#S)vH$*K@EZw@S^0=6Q6I+CD9Ar
zk<$rhhn;_K14c&*iYP*VEhYT6xOiHBGS&v{KUx(9g@-a215euq|LPvBu<}Ml=rqV7
z7eS?f3|w!%Nxeh9Y6?sK+qcG0HAl6&`-qkzQH6;Sq;ITRq6;{Dh+R7!Q`0pu-s;Fy
z5D{Wjm=@Qzv_76|FdPn#2@-%z;+|i1=yIyjW8iK}AXo9G<OQ}B^JMeeYfvLv#ZLu3
z*V6t#=KSbxtKW74NRO^`{u!_451?hb!1t+o$0ZPMK$5PdrvB^D2&5a)AQ_|a`Uw9y
z*BOdF7`}UQCogChFM@zN0^DMOaw45`;vV1x3s45sj@TO%zA3i|T(n2(aOTB$xzYAv
z>^)pQC!*!{XIHK>lE+$O(ztW!rIS^9%vV$K0lX+#TU&oy_01ptv%mhiSd$vy=ymlp
zuKoj`M}sxi-GlsTzGH?YT#$9eflTyp#yhd{x_%i%0)NiFYja_CA_8e@&)MNzVka<f
zvIm8h#1zDUGV)A^7`c3{=vwTJ)p_vXDM%L=fs6Km5D*1|;;k#!343@uPoINRe+`N$
z&Nmn=Cir~U^g$MPO-$?=g7Z-Q{HRYR)4|j+ulUaZskWr`L9>^GsA|m{RRMilzCnm7
z_ouL4_u5f&cdx3$#wVRczenx;SCbj`4H|sO_fpu6ii4AL2UrCyAc8a@=f{o^KU1dh
z#Bp!i6#l(F!CUDK@rVlwU19tTZ1d}H5|Da;x&Y+x!(vz($@8P7)9cjm6XIvY|Ei6?
zsxMYa{}mur+47-6r2Ocs**g=y7JcAmK2@01%Tn>+!NZam7{g>uOen>DekOU5&YXn@
z@a7A<PCm`g&v(^+aZ$Id2{{Xxi*G-4TzePAFKlbk86pLUaPIOH^sQp}=%_B)?b}nr
z2Gt&40*UQWzrdGT7p2ZG0&DfROG3!uU>zd)x|>R5(4Q()4-|>PlVOFI{{Q~qaw5^?
z6An=2yas1_2(5B?WSloRT;cCIv2gkp=0G18e(5=53=xU{?D3PkPg0E*=BzwE{@;&B
zAASn|ctG~wKN@|A>ulOoB8!Vh1S+^mvUj<rSmVLNNIB>{pB1ZVN4>cxL<VPiaj}vn
zBGo-4FRMFIQeI_co)sU?^hw`XNk57n5tcOArA;QU@`}B>PH@UjEb)IofzFI3arKnN
z?Ps`Hz;<78^~-~>q?=IX7*Fs(L!X>g9v6@1e_z(xiouyuE*6V#%vQ!z!tH0e_)bp?
zd{dbADvB`-C$r30UUbzbjZ~f=7aT9sryifQJzRL>m5aX^9}e3>uW(@!&(NmB1+4$i
z-!h}~BN)T%NMhK)UTXvLCojIM<H?6?@^s6uQvoCzP;v=u@|G3gw@oErpSY=f0pL6u
z6|{u4I{=h}LLeDLfI-G61qy@LIE|_lfk)Siam%YbjWWR?%=47N8=KtLfdU@jSoeTS
z?HM<_f3Fk0E3fkD6<Af*%&sx}5EL<?B3G}8V@^1zIo+fYCDN8YF5Gq*z+eE#Jqjd}
zkGf;P7t1=JGeRo=urI5;W~tJ^R|+fy`&btBXCadQp8WtB2oYDdJO4^owePAy<Q*bc
zQdR=aqf9@r*sMfg=;GOY@WKvjjG|cXn4f{o;q&-OsnEN>gAIHo_~cdIv6eHcP543x
z_jYesg75LXtof5Edx$+iyfv`H;X@c68#_B6{rW_8bvGrc{2Dc%S-s|VKyDO5=FYSQ
zUa+?PeXJ60>0dho#YT@gy6f~oHJg)i*J;B*1r5=`0_yD`Yizm>5A(O?#<mEe8r!k8
zKHB<gll~`{U5`$%MCP-~xV1?J#6mtlA3z-X$;Qccr!t74b%M~D)lg$-bJ@z-c0VcC
z*2S!O_*~K<-jf`eEt;<Jn`&yns^XT0g0-PqjB(AwOIz)GS{0^^_`L6albnP6!3N~6
zQ`zKjCfT0TgW)}5WBzuvkUt$9u7U3CO;T-St%;w$H3zUBRL&&-mJCb!BWI}e#X6EU
zf>OX?9?+Ega~;8+C!5Vn5U7I$I&a7scwSiJRB^pFN{VzDp0Bt|q2tU>84$&$Q)IiI
zGH0_srXHlZQRF>QV7FpAg1y9GsGBe_)D~=8R)X2R3vX04JW;%K!58(k#F(eY7{YMK
zPMUZVSlx2jj@RA96_rx_dwwqCc@}NQ!co}squZ^r&gQa0Vh!A0rXt9MM$gf|Fxci_
zL5hVHV&}mFBcoS~eY#|p-njCgYXploQt}?0E8v;tgc3E-9Cwx;@=V19bNapNb-pfp
z17kZdfqFO>L+d1+Uyl_H!%41)Ws}D()jZ8~`!?WhX+nK<PfVZRl%v?kWwmzZZh<{z
zrx%7!o465+;f6g8R&Rd2^IqOrqhG=W25ak_i7Sq5PDi^2T2sOpN^1Br2{zf{kC&r8
zV6fN4Ely8Rk`YM^A42(w<S%O)4E7z`-8RO*++V*~axdY53Es>6PoregU8(JsbkB#>
zDhe5$HOAAV`dJlKo?f^+Ri{H1NBN%X6i2EC%BZtczuwZ)*jA7m(XJMU&(Ur7Q$Os>
zoeR7|uS9#rp!6}1Ezw?AcM2FMH!iDMXKOgKUEM4e)GEfIhVSECcz)?`jAAbtzYYgA
zMG0F{yPB(-JZG8>i`rG8a8!mjF$u%P&#^cV(^k1z>E2ecv}BQ)OWkPX!0yU2lQQe_
z95dh2c`hC+c<<l39=?{vYQAcV%3Y*IUz*jF;-Y`ZV`9h$;y#TU58oxY`ESwD%0O&U
z$ENy#d^rnqCmAL-cQ3k#B_FkgQ*lJRcmdi@HqyCoz7ebR_vtvlm^UHU@N9f#^n`66
zX+>Lw!&I32-XROXwBBt}CzIMMl^jiS6S1x%MUQ?QY>+OGe|@jU?VpbdGRNQ3Vehst
z`=P9o^basCYzRUQ_k3WoQxSx)Kdia>{ik*xOA5cZ>b=fR_d3vECuNpN-IUVdIMz{0
zj<|{ecrIHnysfo&@~bJ&bp&rc1ffR9l$i2G{>eu(29qU&;Ub39_BxHP>0g&QWaQWI
zAdJ5D0#{6WSC^-|sIyF~cN<mrci@GF(1FIdS?@Ta@HJ@3;X2>@^0rrwySg2tKQ^o%
zY_7KAUELP0b`yRnJajiK>HQ)JWe7JRnVRh*%EFt7a!GyEXh<k~E=Hg^wXQiPgKf0t
z;(gNa-+ef!w~D=@{j3lvr^|MuxV1C4q?yA(CoqG*mD9YfM0)hL4K5xVw5|6fW429s
z7SW|~8SnJC#t{zhDqajIp!jw0zkk+qZ<#MjdKt|~KmlFR!_VRFq_`gtDb-iO4}acG
z(CO!wgR>}PywPxrRZx+A4Mm@{mvjp5gWm{8c=Gw}sYYHNODb?~E0%?@hVvJViiZ7X
z6848*#{KQb-+lbd2!nlZNt5Zl?X5;2CRO9;`Y35%*BIf*OZ)ZxdMZ1q1bBHUUK{_W
z_bW(_%C{(}g25J2qRVu)i@*J1uy<vCxa%GLjocUD1GLF`JZEdz)5m{u1(=ff$B)g~
zjPp@-3Toa}3OdUFZIRA8WPeZ5Ud@#$QO6m%s>*Gbj|$5h4MIkek}yFQO8{FqqEha^
zQ+O|6fSNKeN4*P!deq5Yt!pvB{E^DP{J*2S_Co!sozsYf*%ggy?-Em+Jw^jtL<GOi
zBWg}P$WB1KE$o^f9QdLY`+~|Y-!(X&Y`6$nS=KKsh;PEe{95V1{gAkP{dhXdN@|eu
z<Pzn&VD9VtnHdB8r49BENNoRmt9!{aBRR`&HGF>ze^F~5+|Sab5HJ{f`{CLU$2p(;
za~vqNzx>z}q1SGwdiusL<dNM2qo0D7oR^VF*REZBsj|K4Y?seJJ}#+1AT~}F#&T%L
zUa6s<DS+%FB6)D(r#&mtNSZ52wdY!;TaH+zweO#$Y#zPdYe9O%P{sVaxGu#a;1N^m
z3+6&51V%Sb)=Q%m5K+iab&ck)Vi*Z-KsRtN*)Aj~ewpK%D{pP`qp{&kJ6}|t#)Bx;
z&&FHNbXSv-o?fsUCa=w;05M)YsaKCm^wTBpSHc|~P9OeOOpf@s;g9Y=of|||f)mAV
zhwA*{qntLM6i-k)xjf>cJW3(|9RK32Cd1@{mKFr#mgRf*3Iw%czJGL)z@Qd$p9-x$
z(o%VFVUZ-|^PideV3D%AYacf~t5ApadVFbt*_;Z`xyO(Fhc%eH@BeoZq|*daXBzqg
zd>j@%sW;bzOqL@H`3x2OHNV}d>AmFq5h7mCqm@*gGR+l>W*XaA=nB70ZcJV&(tIYs
zGU>#{N^s}m0BWNN>R(}L^&%HbSTrRBm|gjqPa!X&guZ3a*-@Ml8PVhs{t~ymdXlq2
z$CP@^L|<}0xLkM0ka+YxATF)@U(H@SXKsFO^V@dSiY6i<<2rmY)J<wn%4E6JgN(%~
zA~7pACADJ%c4>Bv7p2Gozr@TsP5N`J<QA0u?_smEE40CLI2D%}wxYcp^SS0YQ_IN=
zYsZ-+P`kzNIk0M>!;~&WYAUk*tv3Dr{c=$GUy49p<$Vo446Kw|>yXuiPQ_nhLlL^5
z>~$we@A<w?J<rC&<1jf?tOPwnP&JYTg(^>wMM8C<jvbJug62S@6qJ|9i}5a3XlWiy
zsMlhVtiDcMBa>wc@|V>BZJ6(R!RPi(@S<=8+Rm9mE>L^5prT@MPbh^&Q$8f5<Cu+u
zqwIo45g?^?GCg9iBwCa8BqBT66rOAL8oSRKPc503rV&a#WQh^9tK-POpGX&9KP-OZ
z?BuWybj5yw_65|c^WPsg0zA+90}g1`zf1&u>xqRpJox_AKr!BsK}TOp%_g7zFZa>x
z)ZYctqRZq;wTjFD-Y~D{vT=f1fGlW^)PiRG$V<@Z1y#++dd9FX>aNjjsSa6m-Gv+>
zAQ43L6uL@RFH?Yb`zobl2$JY<kkA%@%pMY26n5MdNIP*q(Y>-$z+lSHJgGYu!E)Rp
zsky{%b;p3r*%(l=@1PTX1Xv^_NeBYO^a!*J;z7X)5KZ2!F@UJB)N#Zk&g}{ryZe*=
z4(0qzrjPCl7#4T}6f)t)f_{g#C@AjLxJ?T~WE=FK$UtHGDbNGhd7Fadj-l;!Nv)sd
z+8K(!foeEb-{`m$b^3^(P(Y{fQVQUcpg-%Hn@dDuS25k;)GweT^hh+rE1El4;Vsg+
zU3d^{`FQ%y=+micNsv_{`Ru5P%zB=G3b(*~DRSCzl1QpOxY{^+MXku^Cm-Q|P_0rS
z;!|2XlOdOk3xg|C&B7Cp-{4ki^xC;HGa%7y_9Oq{=R-z}qRHdbvO+oz><I7#-B~Mb
zxY@E&8Rs@iW6ARIw&dv33lAnOXB`++G(knHGpLX~?GCDJYI*$UJRc>clCkT=jyiqo
zM+bNR2VrIDBpqI{Y!8T3wp>#sJ}y`8=93?^mnYZgtlf7<kh(BV{@=x?Bu1X38xg5+
zbg)mX>xZT3t|-&#mE?>FjHkr>hfyq}Ub)MN5?Q2w5-Lb9fuc0w0c9U0cGX_(N!?9{
z{C2~?Ca+mz1Rp|cclEHqW^&n5b#r1o)Rdgqb1;-fDH^B`z}d2BOL8lBDWd*|d`)gv
zi^XiyRPO}iW_9HjH%==V(30hrzAe|S2C~Q|7z+Lu8B&<a_fTrS_?Ovpka?LN94$_z
z{UJ|E@hho(eOQ@Z{llZph^;Ns<zYg0)Sew3+~C;{F_Gi-!t$$QPUj{m5!vjAox8Yj
zrZ*Q^V{~P<BVEJHFAEcvzkK?`OQK58Zyr~hGio_gQ#q?#8^Us7lOt~YgVuxKe*M@h
zsu~e$AypJb73oZ9;*wDgxl(=XB@Chvt^lQ|EMFb6cFa*LGfyXDM$1}%+sx#QjFH*m
zOO={?m-U|q00xuDhvy9Yw|EjICRjiRDL1;K*}sC+iW>-Ozoxe%!R~68{it43o{9=0
zBo7%mBk??lnMqY1Ww7OW`)8~3BxQH2tQ4#*sd=Va#Sc7hs<dW%qtboB2sH}133WNK
zMN3)8HQaPZbCyZ6Z!b#hAEc*vrKvhk-zm}~C84-54JJgrCiccC=9H~b^Z_MnrFV-0
z%J9YjT8+GbpAh)sMYZ60^k&G`fnrg5G%~yRD_V!0x41d~lgX~$^v2{}Qu}Glh%Jr$
z<^N*OAH^07LYOykPpqF}9A0POJM1|F-`aT4+QA;qrB^(Fday21gsNox-$f}>IDOSX
zm2W<^i_&o8$xf4#QrJsIZKBYgKFWvRZ0?ulT>hU2+2yizjw4ouM|}dzPqB+qTH;e2
z;bItIefAOB(&R#9&QAX>e>uWkc)GzMzYICIGX`jDnLewO5tZ5am$jhmz+(_iE*K$c
zmj69|owSl1?yIBwghln&t++GM0*%kLou!8r$n*=JLF^NcNxp6~cC%`mOa^}zo}u`F
zgj(xws$KT)n`<0<$vK<?HW~<Cng6}LvB$4WyKTv<wk?@SDkZAL5=@mEsL_^D!8Fc|
zLo5fcu2S-U%!6rKLfgLEidk+^k|84oDXT_@)Uwqs^0c!nTLv#20kJ!cLbMlV?EdlK
zSM-b=RSvp{diSeoy=H$9|Budrmx-}SunTiz;^!-nduh)uU`v`1db12S%jYVxe2sZe
zvy|d{N;dT>9(U<M|0iL=Fr14}dv9m*>16wMpVITRyQ^^fS9V-RzZ8qcCiMcUZX)tW
z`O`|+0UX@BusWM@VbgqVR7P}6EIoJ0AKQCwwg|UMpA@`epTSvY%k<IvXpRXjm4ARl
z0`FIJe#%5@kJ_tq;qpsJd2;fc>!1)6PY4Ju7{Jc1V%Ju*S`=G9MX|@g_lmJS$yJB^
z(McjPZ%U?qQOZY*YAQ+pu&sYh5;ytnNE;5)4}E_xzBV?`r!CZx1B0@>?wjgeM5*w<
zHK(rijOV^N+T&|u9WY`F3l7qA_Rk;P{H|{%ufA5PhIz%4aqEA_$rOlnCi+CnO-O?F
z%F{rN;CG;e*$D$hiqsr?v#XEzq`!}u<Nf5~EuKD2Nn-ft%1vIDmlYJdn3I@nDdaIF
z>8KX`Ps$9;Xw}y_&toX`GV9g)c`fvUPhXDM6O-8egIk`<B!O5;WhH}MuUxYR|G<2W
z&x;c<fx-vkH<|C4W?J3Hm^}X-%XdrVxvq06(Sd3pG0A^mxfWfA+8Z>ytaa%Xqv<KX
z%uZaI)f9%NPub}>2g9Cp8lZYSJaw<TJR39f<lZ|m(tj&<^_UKikp$<@a1#cFg%t=E
z>)WKfPLg}>LY?_rF-Lt;<tjDJ(h=(PRAV2%{0<%-|35_GOS=;7W|dvOXUF2khT0>M
z|4`yw;>pEK+IFHp><t!b{+pT{t;R!`s<9uE%O`(%FoZdOt96|R=%#j-`Wyo}!jb|K
zfR=^QMz(0GSe-$2xIkB0z($_qazERRKhbGF%1=)N&DibGWK|ZWJ}N3tr#uwDfVMVh
z?`gjRm1BquFyT(R|HQLJFp@44>D0k>iKs*DMN<uYKNt+BWOIfagg8WK3OiyOF=`?B
z%Ual$vJypRB`U&`@F-B*zcVcJHwda{JApn+Q;7mD-sMq;EIe)0>T&<h0bz@}ZGW&@
z$Lwn|^v<EgaV48iCVEUTtb~zJfjn82K#7V7{0x<dJB^m~u^l8;baq7`#MIQ)-EPU_
zdNPhgsfeeY;FI*&wqHd)ATs4(mU+$8uxRD-ZF(SMABiJ|t+3-d6sP~kGG9sui+7yv
zs)HWW1NM;7Le;mMP1BDMhTx16ix!%`lNtmMvYQs>W5`VVjcQ99<y3lmwg~wGb&r1|
zb*Hzr<rrF;dUrUFP0powa5gqI@$h&|h7>EUI_V}X1G%BL`H$sg_ILlUqS~?viToOK
zT2=>peprz$0za2cCJ%{p;-d;&`IC(q*OK$9EA!W2+VJH7*);x?fFtXZIV3&cIM&E<
zjW791u{HJ>a;Si}QVSZhpw_kklpu283_dK>YzhIH+GnSRsuDHaQpd?wFEbGa;aril
z;}h-$zZm+to5;jZUh#J`YScu$jMDdi*J(V;ee-3+fR^QDBqKpYMa&z})>#5Fg+|&o
zpqK@u-DAdQOq1slD83IE3!xgdQSbo$c7^*ZeafeA{3A&iInFaynuX%#gay%}$%9q%
zdYBs3;bk&kkRAgz3n+0!NAStF1R>{997w`N%Nmx1s@adO3%$w|LU(&-DZMg=t>*}}
zXTGS+(xCfoyV`+S<u-l#G2M!|lunr7&7+a)P#)&PHNl{vjjF$e)MpayNeoTv$1XJt
zuutl%MIyZoI8b*i7C%X_)QW3+@!aNH5zGthAtuqU>kuF52NKzOsjHxhN>n$FV5}7%
z**s2;TOi?fMvD$S?ywmoV+zTj_poh2QV8^Fo6D|kQDD&nyX#&khD(S}ZV)2`ph#|G
zkyA1ypd)`LEmu86{iytfd`L!~{s4jl1ol)vo-P(rQ;w<n0kQ#<G@k=CPA3-)z^~9_
z@Z@4L5%JUSyvq~mrK7pWJ45`-M^WS@eji7Aw#*{*`UAv9mRTo*1`w$U6sg__jjW_s
z|8mMYf+&R@f~cW`YbrXfM?GPuHs%@h{XqghKn|1?gx2BjW;Ilm2)6aoCIcZ~^j{1e
z%1SX#FIi`_u83%CDLPx0$2FR8M>umKng(*@)W(dflA@o>dvGc!hU*f$f)X|9?Sp7I
z)BAr9gUfZeqjMiYK-Dhc)fa{s9Gv{9RlsPfAEbs~zBagPqBRt^{Matz6pd$6{at{x
zsB1JPHtE_$F+OQhU7MVk`FB_pzO#dfce?DGI@IY+>jDX-FcrZneUlt)bFW6x^G|AU
zjNKtS9wJT+kAE@8o`0_3@yESjCZ_)q(jL;QuvUYkFu}dqZ4%rxB)w$X@$@?Y$(D_u
z_-%gJ+<aU;yk~*;h7p|D<I+a=U;T<E;Sh&-`tKF&uGqjnDRJ$Xe>9EonmHqQU0@K)
z?Hng$X77;ngPGSwBmP8_J!7GAvCk#DM)JLI!r?$$STl#K>H$;^yLgkA{*9s_DY)sh
zE44j19-M~E^H!N=>4V?$NL6y`Do8E{y(bSf{zFhygqyLbS(g3Y*A$a7MT(aH5(svz
zL+6Cypc)jv0CC<95Is2r@IbkSD>tDl+Di(~AxN*#0B6*%Gl0tq$Y|zVX5V=?p(bma
zN<E)rUnh*K>D>4#P;KigPMv35S9j+At0nW=p6qwCcjYf@m@=+GI)F>pX`Vt(T9j@n
z50vD^pcW4o>P{n8#eMeD-Ng6K^XA$aWb~+Hod({E)^X#_myy2aiFL2Wd+2u8jNQ+~
zDs+eIL)s-4v&~xHTSREID`&31JT4d#S^nODN_vG%i!yEZ=OgDaj{=gk`EM@ON+6wn
z40^0KK-!y;OAk6-;lF+<_S$^aAd`$=E<TprNQp)|lxLIju`amTh$y12ZM!*DOf1!|
z$5wJVxgb}g1bXu3&|QXeFZ*PL>F+?7Rk#^VCHk0wF5oBJb+YCX&?*Rq{8?p%x-C%N
z3pC|Ay1K}I1c|)LBY#Sa?{}|~Lw8S@1q&lh$vvA7<a4O>qaAkIOdBTFAKYt9(md5S
zN$1UTSUZISQ#2AaP{oKy<97z28%4z+B%F2w{s0UO#Khp^!avp7t4r>FybH4O51iHQ
z$Y?RJ#F{Y%VW^E7D#RHnI{uJmkIWibp5o{eP18WBt$qqj%@QJA*0DrYkfYG51BlrS
zwthbBNT%PDxFm*@rYIm_AcnLN4WJh?Vc|!6jgTe^lFNe2M-QZO0y&4@JP;rD|1igc
zE7F>=aL92Lvns}}+%<JIVL5#H)WXTxGJ_)aQ<BCI?b1SJ-8(d6enkeaiwEa)nRsl!
zCGJ9U^sZ>0Zt3XuA}$_}bM%{#vp)+_cN5+NaQy{RW?P^ReY;-O_IUo;^-Ml&jvrmf
z@p5{cCW=U2pIBbh{U{BID#|W7jwZLgnx)CmZ+og1(p2{{hJsIP+4c6r+pN}!dsB6;
zhO16p-_p7m8`=kw4iJGAlD`r3fOUwiw*TCyA3*~d(PyBj9C-<Z4Mu^tz)VP$=gdbp
zwAXix@zzqb8p)E;a6L8Vtlr>>4(lPCK_3E_iIc7$Zq~%HA&{WXfR}eOQ|VMkG5MOJ
zX$D*O$q&2j*>^|NbLWOjs>Jdt@sC~0ZEn-@t;=i)4oQIOkcz4)&7_U4NSeCQFR@yo
z1615LMW11J1KRk+aruZ6Gmfpy_{&NenFLEoi)sZ?8&c>^>_`P3%r{NDm+usU9o|2h
z`RMCXI>I5G&0FiHyTMmse@j~XMeFn08O1$v+a|RfqvKC$)+w>{Z5{)T%hvdmf@ymy
z3e1}tD6X8-{RyiApoT%GFoq=o#WU%Y2*X#>bNW8)%b`N<se|570}K2Nwuzuhn;y}h
zH|reoe>Ap+{rXI@BxXfjpN*Noq^e!h+~bKQA$h2~tJvr|MUrXgR<|)#Um~SM7i$eh
zMcyvPaPmv5%HyiyO~lWDYY)z^pd@?s=j~3x=fC`Rw{eH}dOA&Q&Ap=&ZN<`!{2sS8
zf1D<@m&zbQUX56J_J}uyo0OU9!w3aif4fw@ZPV~JLt$4EGAaNx*x_N2^2>ADtr;#O
zGZ(}|68#G3?J4-}RM4!dxN!D`--<1Y`ZmiMny0wsF-UtG$w6!gUlTGt*vT=@A&xm#
z)jY0yn~Ab7Ihq7X;b=J6xhY>qQU0a?)J7vwieJE31t@p7`gTJy)R~zX(+toL|AOPk
zIKYullgp+Zn#_#m9I_KI42+_8?#I|JhVYSh<s<Bq3MaT}&|XXI%81V*5-XiH53X!%
z--Q$4*b^I=n#QaQWnFnQyK4`OW3tV!TJUSs-LRyJ`2odC;yCi378%uY<CD|gRd{|_
z#na5K)ZtI#?3wIK9+}FZ9Bnun<Nxd+ly}1~Zk2QF6s_}16Hs)Nl0InI)_N}82Qqy?
zp2&4=TXq&mVte_;FAjczOovJl_o=1Du)3t%;Z;01(>Y^_AFg}Xd{(6@kDwwxvrM|&
z_wwFn#OpDhI2nv;(jK5or6yGavaJEeM?i(NGSCKeB;`VZV5eO39f>YPp8Ewi0zuET
zLQAqo#LS*B?@Q1YO<&q)ud1??-k)hiiJH$W$_eegk@(#3)g<@m6cmS>#X{wnL!$lY
z(+A`_eRP2p$7etd^2ip79+XVL%aGA^?!AkfylS}IZB4a>`F8elbD&9fU;QP#-zJFK
zxfKUV%*eHnfV5I6-=Zx_k|X8kTZyukN)%)oT_YU_g7KMv^-ALwFZ*Jw0*DxW@cdWK
zM5g<-FUO3xQlsnIg-efT${GNq6Y{YP5sDez2<Y`6?Blne7U{@%b7a&P$l_tea7X3f
zfM67K_f$bNf~1O&DrELu;8IODVK;#7TIaE1jgfc|B0nJRPP~#6DYI#{64QR$xsN%0
zkCelw)RyRtVlG(v%rquUKXN}ap(1@y2hNw)hP`>>ox8}(m)4-~EHHa=R1A(6KplWJ
zLTD(W&K~m^5)gh?rdQI@A-<nL6Ag)F$Gn-slD;HSV1`O6&|b>XLkIk3x7ZRX1k7yv
z36Bx6c6|#(u5^4XA>Thr#V>#5%jsah`+`X%J`fZdQul%+t;29$HYlRxKy?)Ilm*a-
z?gN6%=T;%dSAnwDvv}n`E_@X}^>mUAyZRLyRIh<{p}lT5#les)w`;MyqEo(SipLi1
z>5$~wif#>#+b?&MKEO64Exom!%`L~z;bxeu%@&l^ebmIh1Zf{F16G+KbtR-c2SR|<
zXas=1KPv7&K7d@1^aFa#%8nRM)t06b?+54hLsFrGO;hk*e<=?6W!`!|;hJFnFp^Q}
z_2(m~rG=$G1>y_A2crXu!9d&vCd?QE4mP5JG7yrlLBiQuFomI!CoOexNT_>?3e06(
z%1iR^Tl{kO%OjH|OsH{I2PF0a6AeN}M_(#@Sw&J9mGS_l*qrU?-{LBd+44gM=DWfL
z(^9UfLYVzP+I>b88me#t8u$y|u}a#R+}A+irF3e`6OxiR6}Oxg7hlu<=}#pn4NVXJ
zsQLhUzM4u-lt&fhK51)(7Cp4iETEpMv$JQ>b-hg%DYA(J5}PiFb=2Bi4fy>td9?+I
zY8;|&5Po0W6&^r*SdG5?P&m8687G<*mk#ZP9gv`vojkwnSgO_9tMSp}YMyV^FCyW(
z_2=eJ8JtJDL@I`3?RuP_NtLJ=oDZV`bf4W;K=m~ASj>I76foFk@sule(NVfNhCKF&
zn65~CJ1*_iT)4~ewr!J`nF5#1V647cMuHd~{cEU|3D3`t=3rxc4@B6BAnp}_xZW|{
z0S)lnO#$BC5EYw9L2}|BbL5!TXp6|-xIIUXPIInJTl--zYJChZo$Ft{-W)^lT|6O;
zjkoM2`fT_%lJY~i<bB4;!97*!?QlIO)jS5KNw(NG&?pZW6%y#g&VruoS=v!>yIQ?#
zg!^r>;fjP~@y=b!nGa~pHWRTet{B0Zd+lozb>B3^w~^(S>4o~~za+Y7Q$$Vn@2I+5
z12x{javFP`SyGiNiYAKjlmh6}b1*De77rcmeIld=irh#J<c@F-dGgPTR6Rk~jA&-p
ziV#*r>2QZ?t#Vp_LA%p;vdKnljx$$!D#O{SRuj>!&J+QG6<g_M%XHt|FhSVpu3~t%
zwd+(}uWt}A2cX188iAjuCFx9_=GSqMVcI6Yo{RQMqyQxzFJnWhz4h%M9|JO`;Ht4#
z(vNEMC35#jRYGVnQj$8k9qjA=Umg@*N=}Q~{gZwlq_T|3D)B6e0H#=YsM;lUszz$;
zrZZvWpBZ_NP3rmhYZunO+u?ape-AbsY%#=|D9|i@<Ux-ayGPenKKueY@}AbCNRZ;Q
z7Li|v=BS>oec1$>&2S*d%pB>p;Ty~nx%Dpa(2&jpOai^+x5o!V8aH52%jx{jM5hf9
z*_3L;63K78EZ>{SV9TnV89b#Z;#;R^A}T#LZynHPh(4;NZ_35+3aq5slZ-}W4|ApL
zn;(d=)>&>5323#FJdmb$$X8KdWG3DRDty?R^Lc+T^x#(1ro!|b3_&jL^wAs9RRcL7
zMBF|BaK?rI0xWCMsPoV5jz4RhKo!WET1qS*747+A0{-d-Eu1?n3C_mFI520-b4R8>
zPy{b4UDfgcnT6K8l~S0E9p>*Ja3t(*w;PW3IIF_AQ)#<aWt%$0CA~^PMw!+-5Wwbv
zezTj}qx~5WEr0#_qa-(=Y!fT7_4W!hG5P%J4X6qR{CO(&=r2svl!gr#=2)!6VoJkj
zs`4TV&uYh(>Vs6=%=nUu#?tUc#vti(jLusg@9}&|v}JKa+No<vK7cxv(KTaf$Kh;^
zkt?;vH~)getO-1H2g>UnfvWa)8qil;87V3%qRhJiFU+-FHRcH;bh1`=Rv$9ns=`hs
ze6yVYVxnrs?7v{n{WHs6t*eij9ovG|`BtLM@0bd8rcBYh0wa>7KyB5$egtVQL9dLn
zsJ7$mz)TPf+<@wbk-6tpAnttzq}P)IP)X<G$cP9%m?&l+$s;0hjdP89>h6#)h`H9Y
zmFnj%w|H=>lA7j2L;tr?zrjBTGq?Ri)SZ^?N1V<_r{h$9<}9+d=EUT|$fT!$XI_lV
zh_5nD?0^X@+u3#mdpu~7@p4(VQ$VvokSGh%Q-Xof{kXh))|bKL;b0#Sdg|rMz?tTa
zC3RMAd0M~j<MI`Zj6iy<P$%LY_q?enyCD{yW+#;0`_o;*U8-99cu+6y*gk16VR?(4
zbvBPGMgw~B<#r(SRW+mhv9eNZZW*h{DEjODl}oS}*9bm<>Kvq%g%tRsM;8sg%s+*A
zaDwZg*+eEjKA`xmc81lqK<w~!3O-&RhYbDBQZvb?p61|Zd5N4Yl(Xf3Q`@88jQ!*h
zOYeTArA_9nQkWXOHc?G)iCDfpv9mf>a+0>F|H=3J3IYJCKA#cRSzPgSxH^NG-!JwG
zGpJ#)xH0b(v|S&~o`UDOSpoFJqHYiV3Yq0FYEon2A4+K%QBrxY%1P>r;cmVdZGn{Z
zz$31}zyx+UGzS3&I5KxdNm(?YSrJIG3<h!+K#mKIIPZW7(Gme}AX`EYDl$vzT$4{U
z8E~u#zFo&plg;<I*D0YQLErV|^BxKGGH)GPR4oLg(rWR779l{EPEND8!)~vJ)c_k%
zSIh}mEA<DGcTbQfK}u-_Fgo<W+&m62I6(Gg5!u{kP4i&brUxBQ4GH+cMAZ_|+V<hG
zW+x3dfSiKLx?-4gynF}dl;)LNf0LCr57B#MA9;!s?H5;m9i=}xS(1D&Pkp#3$=bV$
zjST<3-<&}tKM-s{t6zE#3FU#@ol@2}>lv6Ar4*TYd<7`6_1|@sTn1^dPiqNl7?H=~
z2l>g}2VjA-2go?h(^z?7bf?8rwQK#n1<TgbheCmEyy}%2>?4N9_}nI)?DChjOmo>@
zfKs3}5aB|z<)CXU4b7nfft=h0iE)MxYM|0tIV>Y$`?99sc*D9md9^cK<E2Njr#3;;
z?4mYIvt^*3)saOTxlw}j6FOv<BO!ULJFEyM1@OSsX*Uqm#{+dNH0A^5Gy1@IqlvAa
z7(C1l2efw}QZ0_5;Gm>t#YcOUPCf?7^0p%@?{R;iu5(j0`!)h=V2Ns%(Grl<(<y`}
z>$0qYSqG(R%Xh!P+}S*&wF5%lUqH`4@pT5Y_@v^-5g`43jq9Tx`{H-patO1G$99ss
ztIE|Zzpv`{p;8mRs?|!C&ry!(b_~MuoHI)~7I-N5S!hZ?Xu|vj$nHtNocNncF(|tP
zK~JCYN+BmDMh~d1IF9>!BCP5)i?~w8UhznzFR3~va`tE2FTKrjQ(KvjdwoIL0I~YB
zS^|a=x?jn?xaa@tAyha36NWBsLlD7LFjhoOz34a2VFlgS9r5XAxN?QA46{G_V{39-
z=952^UlbBHlB$~rr0k6%hN^p?Y1eD|AwJs%fl`hd;~JE}14D=gQ|XIf9KH`AJ{aq`
z{<Ad!3{Mh)iKIp$ZFyWBWs#1Lhr`|nen={e1$y;|jY3+jr|&PVQs<Jn0SOuFB^7vS
z6kq48VckZ?UVz=n88OM@QPZ4>LRHc@S_yJ!6c)n9(}i21?}1_xlAdNi`R1IFdlwXP
z!rZRd+~u~zzog2d_Nc1qod&3vB5YFYUL|&ZM0ug_eT_?-I1i9M=R}xY>)St~!ki7D
z5{OLhgQM0fAiplVf9(U%r{97~H|?jpn2eXCAO*bXEH;8n-TBQ><diLZrj_6sR4<+|
zVXEV_u{uk2pP!ypI)g9O&8qOSs*)4f>?5xHn;#bLX#v}Z#yB#lkl<{)xv+Scwe~R9
z0XMG1zZ)sF$qpfd;h`brYuS`cQ)`j{!%92Z!gX^5)|Z=ihpTZ`)1~Tp15kO85%7Tq
zApGP;^f;nbDe$e74v%dM;C#CbEw+P1a|c%wJWn&9sGVx5l`oJ5>E%*#cTzYXXyguE
zF{4SkcA-A<r=Z1zGn3lK+-a`aof{d>828NUtG<b)>w6i&Wp?$X#V5~Gu+LL9ZboET
zup853yt|Px8Y3@%nGotW`@a<Nzx2IDe1wB7$go?CVDwQ2y)6ZOXma&je_(1Jre-t!
zc!$__i=w|JyGT55)-cnS2C6z-^nfLO?vkb&gHkiUj#jvx<T5MC4CBB!r>d#6H^sCb
zuv>I=q)K?+M0O>dE&>tGm8~x;F5$%w*zSd_`+c&LCj(4?)P5s}b*6}|Qv+2Wv|{_?
zz(ry{i&mEn+ww=Ebg*wE$bCM2-|OdHP^AVh9dRM8_U{qkZ6d$^bwxe55|7K)KL#hd
z*1Tx*sb10%1*T|O(t@XfVUu||JF&v&=UblCjf{=f!Qz~q?m<w|`R~-0C4X*>qKI-U
zVLyt*JNdKgx!9=t*3FTg=5*ZsrREO)n3n9lB!?tPwIq(|zN3w5R&EGmF4}M1Uuz|+
z3^%4b7(%$t4PKiso7wCMg<-T=MhK5lYd3?!G}W>$OBmf4SfSbF^b4q*hw2d5p$6rz
zdw&%1tYfa&Ua>I~8>wbz-hg*-uAHj54yXDd38GRBXAx<Wb|7=`H9>o(ofZcElB2Wb
z#7-#$9ZuZ+ub-`aDor<Lvqcc)w%mSXw7Mp6>-F+<TfYS6ht+}CpW+}jSM<G*@>6rZ
zkn{2%KySchep;?U^S`|-7z^l-*tXOQJ&R$`S!3KX8{Q+eP4H$*y&8{E-Ll`^?%9&k
z`VhoJ*;k&e3^lNzPTst=`w1ggaK6S~Vo9y}?34F85$Y|xDV{th>_wOR9UEVj$XVEr
zNQ5Kv{;qrox$k$<{#G31^3Y**b=Udja+2Bu+*$V9H483&$d&$t%dgnCuo5rMLqBc?
z{TLtk7&0$rLY*baoD)CZ1@veCo!0!lt?dus@u8D~r12eBiB~m4F&YfcT5^jM9%_aW
z0%*J`EElQk*4EEbM1y(Gq`isg-m;cQDkqRvUi2mC?&q;_FNBUhG|6$CAK-6^^oqvG
zsHM?@C);qs!YhqY{4!Ni+l##Wo1x1Ip4Du>v+6y0fPHtrfSTiy8n!Ks*>{wGMpM5l
z-&k(`qhY_C<0;u|;F@bMngO3N`_iHo(lI?X*{4UUl7@I&he(*XOq9xpYVRb!y^fig
zkW+zO$N&hfh0?N^tBz(7bzZry;hE)m$R+>%hfUUYHr*~MHpda23Esz)Ew@`UG3rSN
z$UGl|oETYMq7eJNko!~F`;)srZHPz|FHZAr2z~YJLGMrFE%&BXQv+;$cntXg#_%}x
zoo-_CVV0Nphj>h~efgr5y@P)>GA~aSDLnm~P0kd@Y&lJ8tL1+h;%*{>Rv+J73DV`Z
zm?72|KUVd2U0yJ7A0wi~Z|5PkPcDNCX*e#~B2tm&Bo)eY5y7hbr`5Y<yDbSP`5<q2
zSKwFwDMht9_Y0<s6!j!y>^d%iYC>Q%edo2;b-_D;$V`iT;?=|Q4`OhrmB{c!FANF3
zuSh9^aOv}k^kXZ2NOic*ynI(>#*)Ru`mR7=;Bn4rpvZCjk^p_W>~0Ism44}9;IgkS
z`s6gAll)sTk1dOpgYGBTbwT0s1WeE2;A_ea5&`s)V%iZZ+hS;$_DlT4Nd`K{nYT05
zZ<cS%QWvQ~CiK7Mi94s(GYO?a>Th*1qRi<EkMyJ|sY^WuZte(#P4^`SB%yi|m-a)Z
z%95nMR$oU2E$8UTwt|{wnteH2zRLRx<-o0O(yO#QFA^JipE1SSyn1+GD3Hd9S{U^H
zLy6hkOQ!n1KqM0)RSGnxBzL)Q)MYFGgWAU+KjWJ22vgke%ZX5oy#g>N5U<m7vgAie
zU0#l>Z!YoTw9<@pQViU@RH8MH!rP5+iS#b}amK{|B)+$jkM4^K$jP&1Hf+NA<rb&3
zRr@!%Gpcp_N5r(ebXdzjWOyF{OZMZLObTdt^ZLL2CcaFLt~-e4pEyyETi(et_`^Qc
zlc>i)8L4Mxfc?$Te=xtt@1=e~pLX;X87oe_m-T--JMVa^`~Ux+Tn(dSj}XUBMn<w_
zl^wE$Y_c-zWQ(#__Kc7%dsDIxPLvf=W)YICjDF9zuFv=O{e6GmzkZ+F=ek{2ojT5W
zy<e~AdOe?y`}z3piqOk&4E}y!V!4y}th!6IU9M{NSd8yQRzXhgUfmSF2Q=+I%{o8T
z!dCf@OxT~kiwon=a)CTR%5A$(Ua2^I&^7ZaxdN#|;JIT@qrWdNnr1DVeC<)v#N=dP
zF1v60T1nKTzEjo<N7bhV&oD6uVnJ!U1avn;Obs;L5>DN|{NP^m+Zg}1(k@^)LuR@?
z?5hTLyN!F8OFs0ONX_2Vqdikg({NoNQ>&L4v!5Xm9Jx*?<t&}tw}@4rYndkRRHYyg
zMt0q6GeW%Buj)>O6xkfQF?(fCs-EszdECjs<;h}iF=0}0Z0%hRwciAz0s;$elg4QA
zTYvtg`z>zi^F}MF7Vh|=N9%88NIXd{wrJoXw|YKnMc5P^G$!J!CZ6!<+FlAS;n8(b
zY&_v<kKj_Xd82-j;KZBk%8l7f=&dxkriQ`6FHm!otFj)@(AN)v;FJM`NO~6IVczNW
z4_2M<g5~vd7MPy641o@r_H|2!4ui6vm%Z3<0u6@>Yq$5Tt0l03QWIP(x{Vyq`E5A+
zCm3E-IzRVVmq@!65#tZjDO-@ETfi&{GGiij@Iy{pSJxb7LC0anR`?~%zbu6mEz{NV
znv=BaXHYxW+Cie)=!caL47jz}ElGTb|LC;G(>mo^vUdiF@xRi3PU#zb9Dgrmvqva3
zj$_mD-F9&pb830}3ih%h3>!&-?$RU<;%qrHGc+UwK^9S>>?%l?rdNb(=DX~-yg6FJ
ziI=U4y}S4|IG5~*tLh{kTY7I9@Ypg@dbnn@@r_L2*vOxzt{iS~F2OYmDo%%VAvZVo
zBuYa=<1_7T6O$+yu-{x79v(K#qDJTXn#D)CYqJSxGSmMlGFsc@I?CDAOBuiNRFjld
zs(6|Hy{28yH@MhODb*q|JjxjN5iq>C9$lJ#(?XO$WIwXv&X`98qx40XTvdRH8Ob?N
zg$X)1@ZQwa*4BPn#TxW|9p5<lnyYaKSqdjl#e+<Y+|Cv?fmcXhEnggu_8tDhk|!z^
zC#;p##3PsBD)oqAnjuGhv~+sUP!_M<mn8@CucvG(iFbeh`qt_KY2kGxrO-Y7HeVlx
zffy1kzE|<D&EE~EYKyd<a8bl(95ScvPKXTsQ&O4Y95x_q%<gD<E8eAV-dxo#oHnav
z^Ui=`!uC1Uvld3Zitq)P_7z0eLB*vD<ck=QVi4$J{fvyf@gn5L3lAYdSw$a~+LvS~
zjbIus4dQ7M&3ulc#`Kry&<3%Dk^8L%?A;>S%a~moU+*pgQ2}XXgYu3mnXQG%tT))a
z7HMv_rZ7T_bO38{3Mcv`ay1A^**{e_xEsh=m?#6ZBD_<%j6zMiDWgtcKOt9-FVbJW
zyQRdd_?@loSDNDmG;siHuPrTS$~Xkv$^+7KIHkHOmqAfY6QSS?j|C<${Y=ni0;vNr
zGWGQ7(FzZu83v=TcqkYHdjT`Y6X_SA!jhAu_fp&Q>5l9_{i@nMsiCe;?e-zW((min
zKVg=w_}a8GOc!sKCdF5|Cx_Mb@x7o_7K^Ikpm5ieEZb_y31L0~-=W~r?fmDkk3dL7
z4nztDx{-TRWGHG`@JS)Pn2-uP7rkl5%M)vC2V4tWg}VWc^cc?`Ii|fDK70;p9xks>
zdvxuqn;XWOwoaZ7p_@Ir4P63JP@u(A)D_e$;~|Hn`U%aoA6%tkENpOdWFH~^*pi_K
ze`8R$&>?%4%S)*v8T);e#i4(XMpi}lr`tgH)eKfz9<LA#FAHxjX1|=<!o}kvf!O}Q
zvV<&tFaC`eYNcZ23l6meiU;bgd5y5GIr^A_M^7rJ6j1ct|2dqEKG3S?ZR39Cu}`(>
zEyd5@EfR$xBcnJDMBD2Py3<oQ&Gzcu9zD&)9xxa%m_8GRUZicc!fJ~9HC8|D)SheQ
z3-PJM$tW*Bz*FTfG_XjY5QB2xU)xTEU3{DR4%S<wRqVWf?nM5a$dnadLtD?;ux{3C
ziD|Rl4;C`^@9;iuG`+>uz0D8SzNJdFOdxM$eZF77U@}g8$x@O>Qj_(#r2#M4rK)V$
z{N3FF`CuLylj1KW|Gc4^GcqUI>*Tb|IZKi1nLqrDixO<;pe9uiTgPRiQ;L-qcQXF<
zkow6B&G!`I!9oR=bqew{-gZ<J5N@36;h`4pRq?nwbD>Klp(TB(t%w&*9BJ>iPRB{E
zxh;^FZ})Q~G|{ZYA~bp9lTrQ+QU$!@BtauNle42Jav>3Nt3~{6QsF@wQ<gf?<!5^?
zdl{DI{Ukz!ExG;U$@hs^?Gk%wx-rIyw;x*Nlvs48vq`H&n6ig0NRVAWj=I`oLx*`5
zB(e#NBK&SEKfQH{GCScX6<5?3?=&N^hy{NICX83g^Oa#5wfEfnd!mC@Epj3XxgBH+
zWFezJIR*b~c?QVYgzQB5V)qJ<a+Ip%Hp+czS#5f8W8{>7Ci(@wmC+2OFjOXdkr2=v
z+?-gnuv;N<3u6pLPg!y6^$XDQ3vAe=XEBGJBtcS%SFb#|pLXg;T?xwDtUcHJ>HfXq
z<?sAIZ=~LckQ?8%O7X_tUsH|0)FZJt*DP#wmUR}#ft|OLs!PX>IQRV)lf^qug!E}r
z(v~GnpLefs4?~aaQe3qaW=qfDbT8>#Qs_^tz+Tc9iJ(Xw+mr>t-ac`bel~|@LCwnT
zQ)Lbrx${eGT@K|etk;ot7I^l5#?Yv2nT~VHW<lt)YM%x4n)E6fYNhxE6v21d*LH~#
z(-$8^h)jq;H?GmR$e>ju|Br9etnW24XS+Gb*)H!j;Qq^H-$j$n*eW{g<DuI1rIu>W
zGsKW6nM|O+XqE-OILkqAYBk%PG7{^MZSG((M`j@`SO3(Ra8w|7O5aHwf?n5z<ten&
zjP|VPqZ~z&V+VfrEjin4W<kfmq;>x3`A_JHM7H~7Pu%bcly;o?WSAMd4Su@eZnDRa
zxc(}OOYM>yUa2IID%Z;3Hd>&tsH}VrJ-2Xb{=OH{+{N-vEN0YW`-ajWu4k3YtKn2!
zQx@59xQk;nGgjcuMV6K6dGrA)6m8O2q~7{-5UzflyIn*7gl2O74desz8YlAe?4F^i
zymy{FD~Enpo*CE7B&G`Mxbz9ynO4;(hXkuncB?iV;Vygi++&MuUD`oZAT~vCJa`Pt
zvmkN(@vEuc=>-XAzgQJk#h^sz+P)V;?31zzACr`_^ZdimQ{QfD2_&xco{IY;LX5tL
zVL;0qC+?hNz33BFF9J5yru55{gaWaqC%q!>*wV^${gC20<z1_>VRUY(LG1i}s~lB+
z>w%CIesv3sn%<AS{%#3MIPBxc4?MIiwBvAkw+pLJe04o$vS*b?5&B8Xx)R6&zEJR#
zLF4+3<<Ott{$Z#xvEi8zt4CM;z*6G%FwXy+D%)Dxb@EfM&6&=3Tig{VW|fa$XK&`s
zULaHop@MRN!(+3a$f?$rG>PsC@AVqva7+4`%DZrAEqRz==tm|9Nz%BvckXQ-IjzMm
z-N~@QWGE|P*$m@saz4~*xDe4jINj^W{lLoC(j@;?v+6fzDLtB-uDpD)cHtcV?ph^}
z?w`Boqg*rDLwB5%3ttTngehM}-FlNB7pkRyZt0nf)`oZ<-CSBI;$Z&%z<#<qe`~SU
zIa8tio0<9X6&2nqBNIloe(BD-H__w^H7Vsn<O|8sSxLR+&0iy8ug<$W@>^t7`PkDN
zu_De8iAe97X{S}ovn$hNxkrs)d;>e$_?~%Rrt(t#SrX+&Z$RyWTg)1DyJVF^zXaBw
z(mCNYW46_h8YDwZ$B8XPsBdihYN&vGyvrRf#q`VA656!g>xBE=d$klA{9c!<MSf8E
zN~LfXCiPY{RL*#(=c(FL4LS$2L@xYms&C9%m!=eN&YGq}OE30*7y0PJ=*lEj+rpC1
zo8Oq%wr!Ql-drYMcwoFpp6E;|;PA;O2N|V09<+LOg^X91pHe_ady9IL0Mpeq%BrP1
z{FB^JIfc{f2G&;n(k697i)tbbrI|&<T+&uwXt%a#i%ueqO}DGDnUwAq`Ty8x{p9u=
z_06{+O@G_{LP?&;-3<HuAtpv5SU2kSf#PDp2d(R!epb>+rbefwof97Xxg1Pm@W6eE
zQ0fY~LLdQ>SLo}fId+W%;nU?58p;QgZMAf)l(cshMdw~*oxW|GV*VD)M8fz%vyNy~
zg3~3-97{EEpMABI39h|GY^}@i58H{Tf0N=j?OKC^YwI^`9>)w-Oueqk^Y1=4!^J8Q
zq{}QmKWC+!SBy!3aQVH_LM!i1{_D82S_wFB2}ujzCwm>Y|Le(cFP`q$Nb^!8nn;@W
zqHQSM*^lAAF<!+z>f%aoE|*<ZSM8Fg5}_m@omqT95tN8468q-u`h9Z)8_}@nkiqh=
zN&;s@S`+cKM1Benar>*%+)YCa$D}unhJDYs*wDC8D(TIJOI<~?Ii1iuO2j%-dhg&s
zPt+uk=ju$nO*FSZxQJsZfmhJ?QPmlc5=y9&CWp6O61BRxUeiDGR^Q2J!G@ApU}%;z
zOUXysw|G;#BiW7ZdEnkuNCKu>KEW+ZYA4+)lM`~lzZQ?othCoaAzqDE-{dYOk1(lK
zWCeaMbb4r7@e%zdB!hzCr5JaXj?~gHzaYImcb1*+j#eqrHrxFfw3}&FOCBfSUjF*=
z&ZV*z<r|uP-NO`|k-~Xvt~w_8;eP(z$O=n~l0b#!(&1ukbY)!D&DuU*hYwXcNW@JU
z9LN2vDI?HJ3ST@Zk!^pTD}am)b?ldASzGy?*EbX}=p+thW|aH-_Nna=jBfTqtc>!g
zN)hx>D-U_E^$_p<&Og{56AaF3ys09l9`*EHARAWU-#KnF<EnyZ^-KgT-Bsx}rWg*!
z+qXIQ3{J)A_2PJ|=h2zg&PLEpFSUu4->c@k(vf_NMU5{yF`u~_Rpm_eAA?$Q+8R0;
zn>quQmL>RNpI2Uu@Zi;2kHJCJls{!pqT6mhim@(n{LTb=C%xs`CC@DEYG`FgeUR>~
z=zn<?GPBD|oeC7`nVi@<stWYIIIBwQn7D|?Tv;^Hkr8>cta|KyxbHln1QS@yVomRX
z`i+SGYYQH{E6_LpuP^VVU{!Xyq04a-8vvmOzumrdN(r+J8+igZ){+Km#h*x)HsH-G
z=(Yblo?aH~!}UNE=itKR<@Z4$<LYHjm<j*a#HnhUL(f=hsDRV&)I%%J083Hc)%AG>
z3rFg^E0LCm)muV|My=<uILJ^%Bc@s%Nh~j~HwzdhzJFwyk_&O~pauKCQ3}&g4b(d1
zVuDH+BnHZIav>ez$W>89@$y^SQ$J^_Zr0tKn7pKK&f1bTwMyi@$c<$ZRes8~Ac5iV
zTz9<)MHf_W<Nu=m*S`(P^A@eaNRNJojiU?nT(MR1%T~^0T<wCWI|@GO=Sy8BbNX4Y
zy7W~)Hp-rj=^(fI<sTO@ckeqS`hDB{aU&SmluU6Rq&0BsOF>ON2mLw&h$4v$ldl^!
z$>OradvZ2z9%6dDUJ6vgqa5*vJuF6)<OKY94eu&xKS)-Yd}_Vq_23sPzZA5PRn<At
z?-hv+BwAJ0@x?eXS`cc=y)sxVeQeYg^E&p~DnZ0W$qOLKGq^1TS^t}QwUyDbIZ>zw
z9(ru|M>lai<H^^$m0bQdD!^f~wWmsFbU4|^PZC>a7M|3rJLuLO!ZrQgdkvgmzy8{c
zN}qk3w1I)fFb9{^86L9JXc_bhGnWpc&S7HWbacniFtrmjVz$Lq(O;ZgK3~ppCCBS6
zPPef){jBqos0n*N)tSBTcaR6Y{S23VM0Z$2E<d4~_~A$Dhu;^L_{QnEij>d5();(o
zps>z=OP1qTFOkY_bM(7jM8;1RB=imGABHg6FWz*UT33tJu(MP9+^^ev_KV3<<#yb#
zgf5=psWgic`EMFNRTgqgcEghE^a~Qfs_`Y<_-InU(J?YIlI4t$)c<z*TqVgS+jA6D
z_|McrGrdaqKTE4q{qj2B2%KY_6P0+YOOBZBZk&mVh<y1@`C&|Rs-J9a4oQr&mIFSG
zQsHn-AdaJJT*v?>fTpzWc%3oq=3r&|(Bx_&bU{Jr!T_@J`=TRV;P7=VFb6YH?Rw)K
z(V|tVF4@7#;qP4c@~7rRETFG3ck<P1^tc3_*CW~wR!d<?m)P7YF)eo;UG7TiNtir0
zw4|L7Gr*pD&2#jc@)7I94^67jPPj|f<~A9*F!C*je!gDf6Z@z`L{f#scixJIVBM_-
z`Mf;tuVjje0_oi%F`@i7dvPB*`f6>S>m~MHW{=~v(xv;*GD)qCGpestMHS8P4UoMM
z7u1BQz`L<qsvn>W;}s0VZZ3iJDx$oJXbr=hZIuX;{j<hSxIEy-k($|VEI1CPhd7!_
z@R3^aXJJ!yxw`ewe)+Ui8N!ci)u9TYsKSre=plOsWB%*Uok%qs68&x&btJkk7)#vf
zn4K}w<+zusYdlyoJk55)!a){KepKNDbe08xjP>Bb-tU$2Gbp5E017|Y;SxB0RN>b?
z3MF<c$d>ig#BYAT_Ryf)RnJp#G?nQ)TaGzZfF<LNs?@GIHeQ?Jlau#klrZP~JH6K^
z6xZBN_!oq*MNL-f5LhG`9~g8IbXTb|XKMcJ>sYWQ(IIwD;TOhYSnpaI%b%kY?*F71
zMItNU|7t!pqC{O=zW;2*+7JifXj<Ft1Bf4zQyBSX;*r8Yrp-4tE8$i52y!i&?#77<
zkHO)?@2C*M@Q?~<lP~fcJ@rc&qq@~hZor<sQfpt4d5cN+@JK&$i}_0fGb`siP;DZh
zs-!yOg1e<1eLZ^Smj^3Oey@i8hl9)AOK;iW1{+g6yEJ@C-bz&}iW^Je>Rn=FVlg0(
zA?$EfsqM?omL;ugQ+7+ojiNq~q;7oD80@D&Z!sKaYgcrC8ufWRx!yxgdfT#ILEC&Q
z#ms*ja%c&~vhOiyU-S0<=J5l0MSPwPdGm=j6<aoChu^Kq>)!rByDpu!sdidpYS{~t
z&Q0%rl7uW&1QqtHMCj-T=?eMs!0f*N@gN~pzT|c2+aQo38w^FE%!%m&)MAp&-@fo>
z|IFeG9a%a>;riy=Iy!CYwPH9C<A$414H1a`w&9Y_@6U!^bTJ;KaidrCHr&9hEQ}_{
z2z4zJ5YeV^Lcso4P(=Q9r5Io8ZUNELVukp%J6Y7aB$`~ZSS|DSk>6u(kIx6G23T6A
z+`&_N-@o}S|DCI!Wm*bjv_pc2dd{6|-Ri>XTj}YvLP`;vzvlv#%3oQo<WOj`CLbpg
z!LfHMJ-N@@q21Vw)ax4!oK?r2zZxp4(6mY_TL^5-ab*QpcNB?6e~-Dt)ElIB$NM2Z
z&ueDGZCzUG70|<wPuUFZwvDrQ%OsL2CghnY(l9v?;{p@*SDAw-r9y&2K*d%R-4KFD
zmebk8)X*4WZ^+z5q8PW9p)Qld9@AW<3S*E7L$W#A)|o2o)j8XuDi;0rJERti-ca&O
zbVx|lYazK)_q!CI0EL9`*K>?g9q|%PG|_L#7pOF|3uHYx@8JX>*<zt%8DJ8XP~@6G
z&(N&9kjX-38<a&O7;GwgU95b@Vc-=mHMEFI6LPVW#~LiJuJ|mB@~F$^qk1B3a@@bP
zW~Uj%OS+thVd*6n738V>9wSK3HXtBcDJNh?UJ*`J_)0S@6lYT&2=AHYHJBX|Snw?V
zKsNF$X{YN&0;<0W23&dF-C|Oxekgh?DSk7@lXSsIN>Dy9OKH-=<KkU|&P5JISNa?U
z_AV_FVdV+IHdSqT<6Q$R2FizVDV${7e+wU9$*orZ$+KG=n5NK#Uc5^&+uFKq{e0w<
z)SAOIHi^Bs$GI^wKdGe&+u4hpq{doQw_XwQz@<E?1*r?f#DDiCMWu1BWl8~;Bt{fh
zCuB`nI&Z?B!lcO+DH^f%vp<<-Wg$rt!bHKhi)o=+J-R6d^%}F1ppW%;bzcAATT-Zz
zKwVcYcWr$aS5Zhs=V}^r+ZJO}92Cg3u_Yj?Hg}b$Vy|D6!ULbDZ6wfl)1}r4pF>w@
zSYJKxSkyuvf07#ILP|+ZhPfgiZz_u89N8lv%ZfAQ3bb@~&5G0NzvwJiZ!c9Tx+JQ)
z)!L5Zd%H*ygN}p(kpAC5vsR3cURaPv?H!b;DU01(K5&YsWYqec47I~g!smIb$PgY*
zHKXJ3<SsVB^66~x$6wQ2bJ~xh$zAYyLPG>TlF%&uq;}|PXkSYXk=tEhedNv$3C!_l
z`w=8-X6qso_jtLSzonhh#wp&O>1v{Qt!!*U*KFX)t{YusX3u&CY0Ue*=mj_Du0@f~
zSv<LRO+L|T{H)8@rBc^2lV1ZL*gCQ|4}wmf`fF=;d@3CF$%r|E)YA1;nRA%o;g8L}
zj)+a{a*gYvF<=+GktoyWmaY=F=hFQ!oO5PRWa;}eTEW=CZlBfA!(Wi-y*VxvaMQQC
z@=yfk+u>iWocZC=g4gI|+D9G6POUlUkibnhM<yKmOFmvD0#2mGsW*$MRS!}GTzHiV
z2SsfrYQ&eG(J5C;!VTz&<Lgw;pt&ZEdc(6Kf~@a$%%WfHz0mS3a49>y{-jdO&ZhXn
z#1acnMPWLYe<`LfJt0V!Q<JOY9okZo6Tk2!Vj}{BU-99Hf{UC#52iJ}yZq|q)Tc$J
z4;^U5^oy4YtbB!R*tu>Bs6*@7uOPK?7h|oqXP3S5uh=Mjv56`r`kkZr{P-@G=tTs_
zfuLrpNmQlJHsvGeh16CQIT?D}TM?IF&8}RS{*u{&z8&{%MS1^DC7GpD5BspH1x7;q
zyT{HFb8hQ#4#R$fy^jQrgZ9LlPpt)S0PBGKCClRYzQA5VMJN7z4XI~)<>_vTgl$*u
zDrqR4(h{+xGrjP_u6AY2Rkqeb42l59x9WGZCo>lELtH}=34Itn*SISf+z9BDy4b(>
zFUz~#;m@`v-N!+WMj~C7;Ea-0gDZ#Z4tBckM%h98K|>Ksa-&N72T|)kQ)s(+)?-PX
zx3iHN#qo1f6w=Jl9a1Gtu)i#*^L78#i`@S0R1H=KY*~+dU}BO5Zv5e1KKGJqYTJN|
z13wulCBbB$gL>>4?Q5OYp;UZk?>pic;zGnw_}6ZQNKbg9ny&wfsIdGMp_<YK6{vqJ
z7`#VC!dKF|e#Shx@B86w@t}Odo6xK5A5@ur>E{%KBl9Otg+ATwwKJpbhVXy$u=|An
zeQa|_y~&(VO#}<6ufH6V=)hMO?Zx!>%s9%oV7Qo%&8iu1_E>S1gc-I^WJS%-bc8oP
zVH}I`H<r*3e#+COWnD$cRqm2*B|2fBVBQ?0hLu+xw@6PPjU?kASa4HkKR_`#P%5f5
z%V$_gZHT5Z-(!U3CO&>=vZ(T0Tqvv4*Vr8E#hrv4ye3v=u5ugf@>q={xAC{rs90jP
zfpse>HdK$}7%S-<+P6KiBr1sp3nSD#qNgy!H1-fRw>Z)lhupg)t>-k^k?v-AHLh!X
zX^zrDRL^_xNyzN71lixVhxVaaCXTqCG9k$#7GDP_bZNH|pvLtY-*5fQzxhCZlQcu~
zzV0pDZ6Wb8{8*<w+i&FWe}!!0Uk!ggv7zuz=z%G_g_NOC1pCeEB&S^>ROA^dJhO9{
z7NXqZ%?KKvYe8R6?5$;LxLnw>J2f8^Guaxd);wWO%!P6l3Nl*2gcUSDHj)W{68oO(
ze8Xy5kHw=J`2rW>_B~R0F&!ek3s@zR*d=oU5K1xs^)xJL)Aa?xo0!Q)(oDt!QZA`G
zVN$kHVa9o7Nl%&0gcyf9cPK=8HZ>k%{AQ9BUs`|tvGnGMpCL8pZK<4u0u@SL{MyZ@
zMo~W~G`d7U_-))xfk7jK*8WfT+vf|xlDMSzjieuE+(oJt6&n}Mq2}jr4y|>`73&>f
zESKBWSZuuxpWl1$HRWezIcMI)l~?{Rz=wbptt5ILMVNC+pRVxJ8e46*BX_y|!O8f5
zu`qF?h^M`iVI!OKwC`2XU2iWhQd^`O@wqu4s4DsdFMtl@t1GDvU3HyqVFm47!Q<4C
zmrGijmhYRNqqA5rjR3!ke{3j2k~XXBlPeQ9{qK?1T+0k4Ojr*rbCa8DeBC48seCC%
z@&2*RAe18uo&%M?3VPH>VW;qxp?jnwx%aNsu5p!Pzg^Xj5Xk0?mMIUh!UzXhp8osB
z#Rc~dq%zWMOs#as>q(j}=#`V$lTAMMF!CJzGJk>BP{?7e>7^i@0v_IR5vv1>X-F7J
zDQM0gaJWS+%qx#6iwaA>XZqo{hxFL$!3ECL#IL_hYAj6SY-N|v96NYYocuz^EOU|4
z?aB9!7wTk8)GzkUP86J5@hf`&?W$$OlPn#h9cv8xe?HQcvkTVjeY`ochWOJzo3cwZ
zJ=$^xr1{Bp^yaHW!wXCySh{jI3oaI(lWdH5ekoe!33(BvN`Z36u0J_9AdE^2kfa+^
z>NaTeId5`kE~)D{5!^g=g)mKFC|lvhF3b7V)Ft#a7?{pS=bpGA6jC2Z&TMv{T2{aH
z>0Xd>iQ>t(_UE$M_hhQ*YihGAyDl6Se(x@+SfggA!#<i4p&+&k>DuAzcbuj{Y4n1P
z!T<XmsWn9t@F-CiL?tv)_wR=Pv!QlGkGftxZ=>DiKL3O~bg!=MlfQK9_SJ2jWe<S`
zCh}qbN#7A_YWks5qK<RS_ulg2qvJ0`l2u9{_mEI9>+<9<Q(iyiZ(VBGWPX~0__ef=
zcAYRHTldGP_M+Ur=bKMOEe{_JJ$-09>Z%<UCDLs4AYyHjm{LbfI4RNM?O@BeMkO_!
z=UV5eu}4+As$iAM+S;Nl>(ATmp3U1!d11W%demjzr*66zeySHOk(tp69pCoJ+}|YC
zGX3j+TEx6qgHY{gp?jlKl*4Umej!~A<DW|KPFaz93)@`$=pjb-XXj{PywO=OharH|
zKaQQ@l`LaOdw#HO0;9qval+R!z2^eD1jhJP^VacS&W2hXUVJ5m{x1F2<n#yn4Q7R_
ztP<hA#BZz!s@m8$TGrg0)QHe0d5*50RC`Y{Ec@;`IyZP=eMg6|x&E___YM|4-nxIE
zLMW7JxZ)DmXhOEP8q`$_cm9paL&=z*Of3#%2T!fo<b2_b`hK5vw055iKJ541pFVdq
zeu(rHDF=jE+qN~K(1+Atjp{7E{EpV3qzVc4=#a(36JyrF8zKzoqP+gh2X9E3>DuXe
z?GvJ6F-DYsM0H!9W<6OZUe2yR!DZ>7#!?hbhog&*FB`K~S6<=SWPH!Z+v}!@vN#dH
zcyOMvUle~S)0HMi(lE!|n0DK@iBgT&QE#)CEKXsYh;-}gi|APpKJA3538Y0DG@)tW
zpNEK0YGHJTq^6j=kn`9Z!S7QhOS7puj4x)+4-DPIsnbiA^H=K=QG6$4;dVzkF59-(
zgs`T~4}<u2`YozHnEcBgI^fMEqHz8c;7Q(P?lqA$<i2ainN~x*ue)}AVYH>kalnD1
zu+6fi^9@`!2Z8|hMRE@H4(OK-ot-t0xNw!wsMeu(`vc_5XEpQEcGi;%WGBm}$#9}4
zJ7b9D?rUY4eyQ@Ed~S~yEdIjwc0QWheZI?GXwoPu-wQib-;9T$)afY=L+6eOzG%pA
zxY)jj&vvnK4<93CZnpQLZyP@?I&6xbdv*Lm9){GRbye8m_xqZjRf-etcbDicqisKN
zY|*IY8oJ}IJU(;23lR?mdHj>8=PP2M0Q+Nq=FdeSH@FRtfvi2Vv@|0d8=LK?sZ}4v
zq|S9ef8#cX9d8qSvp-2mE5;NfE5#=sE{>n_W_aG~Cx}OaCtIJy<u#}xeCu0p^{&~{
zrU}M3cGqu0+9P-YGjaKuamjt}%MzLHk!)GzSn=6MS?Og|I|r=WR5KW*L$0{S(8Udt
zhplo-44u#k@*q>k&S7RYaxqHj%Y$W!lD#hdvHi(%R=xSz*V8S)5GuA`e^b#Nd1F$a
z*pp`$&nv0ydcBgxyr;uc#iztQjx$v6gd9Ho`e(b$FnX9_GWIsxJ8#pom;|x*feS1j
zOE2dbi?a-8^R$;5p<n8pXg|f{uXvI_TMoY%6;u8vsgCeR@f+F&#U;j;mW6=Lb7WB#
zWzn7~1k-ynd8=33eHFK7Ud_>my0J(3@$dX|@S{@}AHVu?;q^CbTtZl$>q|0vX!@w<
z^i3MWmULVfbYyYwnV8WbSIBbsa&_8FFMOAzy1+ewIp4_Oi7&RjoHE33zj9=p1X{a#
znwkMH=xGK@wu==SoI#{4H|`!C><y2_CnddTmZ&hZwX?HZ?O)B{`TDV5r8GhfztDKQ
z)ANL(1^4dqbz4K;ce!WoC$rtX=C9Lr-Y1~8z_(|Y?Fgm8L+tsXEB>Ew5;>B-X@VA4
zHsPh46{6CF&*|;!nxoLcFVTEc6v0htx_{Jre6dNUEdfzGY_}YQgg^)bL6Lx3N3G*(
zmI)wVIzh-juRI0F8z75aYnYYB>#qGRp=@r=A#kT{Elz$fA|=G_XhlmZ|2v1l=v#3*
z)~xK0cgX(?kKXxnzCOun@?~x+zK2cUfiCl2+o<$Q^Yhw1r5{6R{Yq!|Umlr^%-5_*
z=n4C_;k`cJq|5yAA#1xV3Z#Jpz9=RdJS$H1`N;ar_IiD<;@67Sf)f2xlC|e#XTo_F
zj5gMAxNMbYCbs0OLDmg>AwfS$h!<o9kEl%-Zf>91^@^!5rNQ1tR<{1=_sT$)ii!#}
z{KRi;(r^3-re%CaqIHcvZk2$9>`LS8uEQ;}Hr8V1BG3hf@v!k`Ox5Zx%=ZqJWq5zH
zKdv8^hJQO2&wdy;GJ=U!Jc$gmfS7l`MPr%8Xo&$btxRPDBbY%Xv$saE7=)XFKt2$l
z7+4~ai{3wE5CjV{s#*K;@1IkG0vm$yK}I+ckP%FzvY(~7f)cbDbWa&L*6!ZssQkoH
zlz%cCcM{%t_#J-xq4){|_V~4B7VwhCLgD{^fJ5Z7#+^2p+0M(SIX4E&QzZddH*`>e
z`BdG?X4j=H6ZwRMgcB$*6qSEp$yEly@}HZVRg#g_1v_3#-x{N!K=&MU+TRKBSj;5?
z8l#{9A5mkj^ZK1jRNnH%*h{X(>G>BE<X`?{t!;OjNbq1_0Ga!c&Hnw3w`eD&0Jgn)
zhS<o*T|gz^elr@@ey+LJZ0}q!c1~#O_+LLh?mV?GFQ?^v{QJ@&@~QtXNplSF-1uE)
z<>g-tIo!${{PO?&WxC~>vC~_h^wp2Q@Ht3tkyTUr2SPRYofsj+G5?R>`1u)`-i5LE
zSYX1vd3*+$h&8Q!sm<clvZZUAYVGxFZF<t%7rM!4K;6f%<{mPxHw%1;4%jq~76`r&
zW^)BV`X>UW7^WW1MHT>uVns!%uNkv>f4T4_f>8j94xmu-S25_5$S7Y9s23ve!5a}Y
z0STA&KAHm>CJIQAjIb;>f%|j6mo4coe5BfB1fT+x4k4g6Y5)%prd(gv@(m<ej`<8J
zP&XW%M!+gYsy@wY|9j`*t4_=1buU0Rip<BzAuv1;V?fx3H9nZuf;;;#%YCP9=W<zn
zJJoH*avzvF1inDqgpey>Kpp~!uz%_CZ}D56(=vxX>vj0E=Fs)VOcojfq>dZjfIXQ7
zL>nc@IFbNgaB%y>u=Q+5D1sqGV2X=#;1~I`+CWP{UQ;s`a5ssd+`|XVJbE<33ftTR
zqQOv|vnjuM2mZ#0o@poy&*_0GzoBaK6*OJa92UR{mydt|5e|F=ITQ(C6<$gDfs{ok
z^z&^1^(_oIB8JG+2m;$Ohsk{FexOBi0-U51<_0_9p)eCm{J8G&3A2=fONx&VsdbzT
zgGDywHmH<G219b7Aq{vRnFYmI_t@`^K#pTUmUD9E_4ewdBmdS$<ITtmZ29ULT#4KU
z%v5|P-0Co7hYW#LfT)8YJGtKsz~CMuycERjbPngKbOOVMyZy_nWKlQk43l!o1bb;<
zNOZ!$*uDK0_zcOou`zo;(D6nHUn~gzvckNRaO0))p%M(xg+XT_K00v!KTBS&A+IC?
zFqzJJm%08di;848OOJtzq(x<;Bgn3vj(pcV9Ke5WBYzn&D~lB{3rv7A2frd4vP|dB
zNkInfcLEmqswvDcCCCf+M)n?SSKnM>cQ>Y9{a8Z|G^BEj1Kcn$Ux*BYCuRWJqVPRV
zp(^fwkriBou_Xi_2UCQ|3xJ4YH>`EAYuZk8YE%NUUvXl&;yFIjtzy%|zRjyL^-ky@
zAfSb#n52$&Ezt6dN3DMV-Vg?oE#re8z)%Q*6(8AVyENDAi7s+30x_!6CHp|vRayKY
zP(VRAGgk{{8c0G{sB+8>TX)Xr54vgm>oq$<NdLRnG)OlXFlcaP1EhjK(7xsnrUZav
zP$)P(vQ}1ktEqq<jRe9>+L#3JI1x2{@NZWw5V|Rhiy^z$!wY@&F3dKMSKB>XHQe0X
z<cDFZ$(mZ*Aw0k$70?R8#tf20dxQL{bw7VM{bNN|^DZRHL(qaz4C2dQ?`he<(c<Lh
zmWPS4V=)>SIbL*=X;=fA6zaN+%nASgLmyn0^o;Nm(kf{mUXk+Y&j4hR2TCZi^<k%<
z@Y?>)pGDMO({0WVQ}GNSN81I2p$q-%Q<&+~GJky5Z++N57a}+SbKXGka`3y0dI#_|
zZqrr?m8v39B+vs*(swZJi2$PNrakEpL<j8flknVSS;=HzJsisICTn>>uJj}d`L4et
z`7?|8XxtKv!?z5Hh=?3<OY`%fDDs->JrMcEXu8~B*svsFZ!8FC8>BYrE~jB(pTI!r
z+%3P~<cJXL-sTc8cFxQ;0_XzxKl~t=4=Bp9bUpT?))sTnJgWdO8*oGmgn5-{Cu;tA
z?d-R21YFBgplEwc4}<MPfUF|S{hoO4Yq}3mq;Ry{le=JK5!%MTbFwty)O^Ih)~8k)
z1MdE5-MPt`a{(XjRfXHuXWFDspT8IZ@S4wHITrj#&IJJ<ZS0^Gh(ln(q!A!je}*_U
zKniiQ{Q})^eqLGjl6k}6+(f2w#+=70An;Q5d=Q>ktB=<)sZ+1K3p9*0#@_dH0%x-w
z;gx7<1;Q3RXVDe$1~8`St9Bz|CSyLJVshs9PK$KAYvyBkDzFkwx-JOc2+kASmI>T~
zC4X0Ca|==bhu@M@P&fqu7rXEZ6F1N-%3TlLxa0FCxp-#14kl-j<FbmFLS%YhWBn%R
z{SLt_AM$svAGWO(m$zO(NVivP2I+wt+AEP+*ydcG44%j4kdfJBjMw7F=QpUk`z>Hr
zqW{j`^4q>+QcV>i0G3U%1jhBV-;&7~4~t^k`XOl;=b8UEnyF27^RWS6qu=uA>c=|g
zXqm^S(bukxc@7{C2%dbu{Y3#wd}La0Qf(W|n>-*T2ZUUGo`co39V^RNHH2_t1CRuh
zWgcKh^s8-SX$8Hu9lka?`7)iO6*vih9`Lz&w41<+$k8h|G2pW+{0W`$W^h<+;amIv
z_L`Q(Kc<H9Tb#DWWv+5vvj(pPKB$&IBH6*0m$k{07WTqv)Z}`Llu6TB<1x7WzW8;f
z;p|+a)ych`7Sk9<oBg967*>SaUrM;OB!^jNO5_>a4&?+pUX}BiJMXvqI9dEbnSPaZ
z<SyXEE`#qy15lZ#)?tD<sKA6626}Dy;d3K6<`CG7$Un*D*AhFU=tZ?)lv*G3lyAdX
zvu<;6(a_apN9N%XzeRwWg*jkqQ=hGbUFgjZCK=%&2Js~{(*C>wQ=}oLhs%1yRA+#6
zLjiWQVHdQK6rwLmI;b2zSev@^vDWc2FAzg3V1M%a{B|FLy;{P%wbQf)h)kEa=dOjo
zX$yzj;1EE<DI)rMIY9d{hm*2M10JdzX1fvG6Yy^AjYeB+a2JpLQdi|VoGndmqgqu7
zfZrLIZfAV|s8?#pcC=mB77EBmS%_zEG=m6s4%kTq&CK6jP(J1hBgo;=(ntEptKRU7
zS@5$|-~i4`?Ow+xotkNw@i+tP-6l)A@CI>pVn9{`oaV8U0;gLknRfvi!k0q8frbMz
zNzC&*C;XBg(Rkk618IY>;<85NYKI9eA*U(*1BisE=&m_cM<UA1{D9jV0`Lj4{WqRU
zAIQLD!{}BXtJPq-D4zcczjZ$iTHYh=F`!HpfT*ksgj;^^-TR3DoTP!RL=L0VnP5E%
zZ9g?PAnaxZ1A`QvMFjJS5JRDbJ_pcIvjBT7DprY~eJ~A{mz3pZ6a`EYlQuLo<RCm{
z2xvSG-#(Wzsr#OK0^uyD@~8aX&lI$YqPcR{KSZ7xS*}_)%g2^utxnToF5nkJfM-n_
zd7~2`bevAj8#jz*n9$2hHPH;>x?u7Y5YiR!l#q{l`#QmYTf!XB-I`u#IgW7yPk^Z4
zad;o275-SCd(qB>1^IR1`uzMn)3s~VsrhWtIt<m-)f9k-!7KJdUL+6zpd}Kx!cX^^
zi<i&@X#-Qg!>fq6A*??Og*jym@}6&G@dFTuA-G70Ol865#XOtKaMtRRPe@9V!w-Nz
z`vUZFXw$fnaJ%P79yG#9Lgin<!Zw3m3k_gAA-Ls^RJ)YdaTeMiNMr+}vL65~^Cm)#
z`{d$rHCxpUQNaPpB^L%hUS1$+H3xvBHT(QJ01>Z%sPQp8hEKKF1Ay3t0?-*vL5P4o
zt0NI6*$Y7Aa>CyNMj-?p?H^myOLBgi5JPhG&*`(*v!r}}0OdNBA1ARHk+O#TNXPOW
zFWw&8)WwfZ2t(a^>9g6}C)r?*;2EJFZ7l~Q@;r@Yb2z^vK?KJ7(c}SwFoeMh;qI&3
z%_~5P8x&uc;5Kgj5YYlh0BD!HADgQW!w?V`lIsBr^BqV`B9rRxJQ$D(16HyM56dGk
zU?haW_rZ(&gF^VJpdo(ZpVQ9~rvn^K-j-il2XMF-?Ge@(aL-8L$jie?zYi?DFJK_A
zWz|J#Ld6P-Ma`f+?%{bjkq?AYc#55DNq5XI76U*FnGuI@>3MxU4G?UuAOvO9$a<2S
z+}+nlGgu^E&+3-p7}?oCn4L&a0xCx@07;3kK7ntZR{CvBv~tHD!V+XLP@lmfU0c`d
zdI3M=nDu!Vg8#)Oe?o|R;Cs<QbcH^zVaJX%Mjacz>81x`hHs0sF+kJpKtH877q5jt
z5ZS>9@h=2E`sPDByTaYJKl{=Mr3bKgY>);+SWR85S5AdUM1cg?6UTI51!El~w!zXO
zo<C2Rk8LIQr%9P<n+co<APaE?k(fh&i#fbD8%V@^3_y20+qM*V7F7X+qsa<{Ob4ho
zWqh=QpBvPwkSKpPLC=H~)H)D2TQh{*u)7g4{vq(Tn{DDN^%eT6swn~r)wV;j5H_EO
zmyswLkc=Ncwl*IILIN8C=(SM5lBIUTG!rWX!N?~@Xu=Su9)X6zlJp+~`bS^05y_JT
zU>_ld7nvX0gA?QeDiI+$Im{IRnT2BjVL`>=v@a;&=fDo01rX!2s14-%!q7|qK?H#q
z0#XuLOtz4RfS~_L2@+}}c;^8e4zYyCvHsM0Qoz=_;WmceUCW2D4f25v(03z37d1s^
zfueyqBvb||UcxagrojHJn0{GOV%($)ieX_0e-$EfV6_h5PDr1f-UOMJFepBZ-~N-E
z9!e&A_m+ZAskA&<+dcy123`I+P)6X7mV}>Q|D&BKHZ5&MD=u1cn+B->r3l*Kp@^jq
z?z^vlns#$|tLO=7TJq^CLmB+%<_}h-1a?i3d>>NG#SPd2^zQFuhPBFP+-d?y@VvNo
zJ}k3L%vco(Ie(&m%HT<ZSO$2;5-@{LBke1JP}32X6F}HftEm{_{2-|74+WYC%Tqw?
zr6oT4`TE4|;%Lith!oODiJt-|?(Ri#NLc&XdXd-*0H#FGADLF@nP55-7OKcX<$u(*
z9iC$l_v`>{DN`gZ>~!{9nGujM8i}=m2qmBn&Q8`j-}-$q|1k+(!a{|iU%^qNGzj_E
zf6Gt14@UblY@`z!EsPdsX4!jtDUkWYq5IIcuSp(6QZQ9luFF`nCAAGuE6{yBg9>_U
zM(;Up2Ix!2#hF|YS^Te*@RlFu4}T(Q=P^zIF*)E&`a34SFy~2WqF&VrJbC=*x36P=
zXV-9Br0iVC&M!bRy1Y3>{TUG3Z$Jhn1d0G(5X2=woEJa(d<<a(?Mc{0;^~0M?%Ram
zO#sO^O&|D17EJv!HIePvCA|CoG}Ca$<~Pgrg)qv?R{(nrb8UCGmPZ}}FA)kDdQEQX
zk6U!S_;>T()I5s9`R$8dSn50X<l8Gyn)3#-aXr|(6DUN@Qb*4?SdLiqB&@2{@Hy!-
z5Kn`|!xf87O_}f0;gnC$7LB<5`t3?8be@Gn<4}sh<Adhc;XI-!$!&cEqQ1N8>=zDM
z5FS!9dRJyFj^s%o?RSP)@|Q;5xj1;Q`$(3Ri93H$f(8oXZvgW*`)CcsP2Pf0iiUKA
z^N!iFw$9hxr5eVuzHwdNG;eO#7iKfbfTcDE@koTl2bGljkn(>)Frkn{hanjWLc!I%
z$q<aFjh0jm%8J~PGyzv{;MvQrv#{{cw%_^Q7X6sS{sq@(-s<`LQWua~+%3s13TSWC
zwjV=tc{uE@*whHO$~<jjAmEAnG?PIMnXf2<VuV8?`u_dZ!n#aORQ-IM$`2@60K5#(
zxq0I>vDjB8Wb0>c6k3y-Jp6L1`S)`1E@Cj=7q0E>wj}+VHdMHO(<(7(x$t1h<qU{8
zW4UqlM`n&wp3@#<*<h)^PBjQZ66Ltx)Uwe<hvXP^PW9+-$ti;oBh<3lBqn}`9tfpE
z1Y~nIX8s&e13uzSkxp@cGT6o0Z!fdD5XlqxZ?4F+?}zSE&LM#aNEH$5V0bVU`@8dl
zT&C}DJA}ar<xP=qxz7+lFGPZ8kvD>zeFH8~kYESVW>Xhm725PboB`xJj?qt48`oKo
zE%iCwZSYM`EX&4<=^rr_J&n4DEv5p9E-JTSH9o}G#UrA5=_YpZbjaog1+V(SXAuZg
z79pV@9j^P$!5-hx$%UGtKFGF~)z1><ZMK2J9HL`=#eS3<3E(iFE<Ky97rU*U#%Zap
zJ%fe9pc!N{P${A!7M+h##Z})B>az=iJ&Y;MVxdLQuu#EqVE+iL@0?e!-W}{g$n_c)
z<d`yy6v+_%Jy1aU$A7O}ZK+Mn3goj%;E<_paNT<{T0r{9r=egJmn{ot7EzGC1A3&#
ziwq3BG+YMAg&@`esW3vUhFCA9Zln79Xe2nFS%N%S69#$_&yjN-KLETh1ETZ?C{&Zn
zDIe1n@sre~gy-h^2Ip>CS+QmM9bup(GYeZ54+YYiXAmjbqm5`kCbH1aKqBczPQai2
zwm-<|qJ3#c3a{u8XBlR@#!&hx<G0pm;F=;dO{8E9(U}EM*J~az7&_rI9C=!nX1*1P
zX7pVj1JbW~cm~kYo!SmP4}fi1x>c)sDV$U7y*JjuV*o;mKqxYi0~_$yoe`vBH3b|L
z+v&!uHzJjJQIN0bARO8^2m=^4kj=v`VxfV$54uSO%}L;HA&(>V-D#Q`S)HeVitmfO
zT6bDFkeLr>2>>T7iSmc9PYlt*P51`J6^KDut(%FGKKynIS<{4CT2zsb6!NvL2h$Cf
z3}oO_sW^JP!Abv#KtS?P$wK*q1xE@nBA@;L=}!jes{}|#K{d@q%hUvtW~3V#gklJm
zviw?wAP;GM1GNU1_iEP~GJ&!RBzB@tzWa{g?@xh+Fg{nN9+hvW1mFA(Je)|V30Z)A
z*l|6~Z2Xm($kvD3$6<oA&rps6(p3viSp&MKOD{FS*Rv}utyS9bDJd#y2Oe-Zg!BiS
zS%0*T`W30w-p3_QEaSE9U>}+OfhZ2iZx9oXs59F8nG;&?9=dvD%0N(LJDeK|aaak)
z0a6xbKE7MfY90=!LLadj<_EhQ=CD@Q{jg5FNMZzelkG@R!q@SN7f2NVf(<|w4;9|#
zfEdw13jDI+(wOcTs~2B*c(?-W*-qdR>uv5qQW6GsHw-3`!yz(3)NePyi?I9f_Bc#8
z>L3hBa<HD{kpG*5mo?w}xv;o7NU2CkNr_~Rh`N+uv`l6DdH=7Ib>&~j%CkV(>Z!<5
zx?2ZSU~QzNp}sy;ZFd`a<4v;?R-y|KV^boD66h9@AcS0~@Xi7QoJ96v`H#x7KDZKy
z1UmMjJtS0@cpK))Dj+iw^o8kSr1Fh~Y6w6WM3l89_P<vxZdQ(1yDbe;LOE`lPx`W8
zC;a$MxH_2^lY)411BqjRQ5*J{SWFRFKTwVggFs3iKO0nlb|r)_LR@6vXrex<xZ~pu
zkoA+Op*BCiO}9Oe{VZC6=od}~BpXg;gH2$29e21_<U*El0kFF!XU09ojF&Fxd3a<F
z*Yd%qeS_$CzLPnF@mys+&ZzL7tnGnD73_;JFtB}k$~I<B$P4JLi~sWm;c>ite4tMl
z@?x&Zixn~d`No?{^0d>9SSYcIfG8MTHyoxxh3AC-PS;zP_zO}Ci;FpsXYIlsA`O*a
zcHk2_{zHv`RsR05hDiF)fgl3<h3t>6oHa*CO%77KV_%|Q!OTJqQMN4p1mi@58;7v-
zCn$lC5(Z1`;B=fMFGk)#vWingRG*<-Bn!27d*|CG$L}q613v%+rh!8a|3|RlU=0;m
z$zr=MU!AN5vDqumpCrIDaNDKA_Jc1XMMfC>4t5}d_>Gj<-c&V^rv-2Dyt1<L2Kn(4
zO)w%TD^{|N>8vY`h@uhPRK<J|5I_EL|J(J-|G012^&7r<vqd16Xbc7aQ&LcuFO$6+
G_<sPrmCk?w


From bd28eaf12f3595892e918dd33af12d21f551d9f5 Mon Sep 17 00:00:00 2001
From: Padraig Gleeson <p.gleeson@gmail.com>
Date: Thu, 29 Aug 2024 09:46:40 +0100
Subject: [PATCH 07/10] Caching owmeta info on cells

---
 c302/__init__.py            |   45 +-
 c302/data/owmeta_cache.json | 6037 +++++++++++++++++++++++++++++++++++
 2 files changed, 6081 insertions(+), 1 deletion(-)
 create mode 100644 c302/data/owmeta_cache.json

diff --git a/c302/__init__.py b/c302/__init__.py
index 5cfd3675..df0aaed3 100755
--- a/c302/__init__.py
+++ b/c302/__init__.py
@@ -451,6 +451,7 @@ def elem_in_coll_matches_conn(coll, conn):
 
 
 def _get_cell_info(bnd, cells):
+    #print('Getting cell info for %s'%cells)
     if bnd is None:
         return None
     all_neuron_info = collections.OrderedDict()
@@ -1494,4 +1495,46 @@ def main():
 
 
 if __name__ == '__main__':
-    main()
+
+    import sys 
+
+    if '-cache' in sys.argv:
+        print('Starting c302...')
+        from c302.ConnectomeReader import PREFERRED_MUSCLE_NAMES
+        from c302.ConnectomeReader import PREFERRED_NEURON_NAMES
+        
+        all_info = {'neuron_info':{}, 'muscle_info':{}}
+
+        from owmeta_core.bundle import Bundle
+
+        from owmeta_core import __version__ as owc_version
+        from owmeta import __version__ as owmeta_version
+
+        ver_info = 'owmeta v%s (owmeta core v%s)'%(owmeta_version,owc_version)
+
+        with Bundle('openworm/owmeta-data', version=6) as bnd:
+            
+            for n in PREFERRED_NEURON_NAMES:
+
+                ani, _all_muscle_info = _get_cell_info(bnd, [n])
+            
+                print('  > %s; %s'%(ani[n], _all_muscle_info))
+                all_info['neuron_info'][n] = (str(ani[n][0]),list(ani[n][1]),list(ani[n][2]),list(ani[n][3]),ani[n][4],ani[n][5])
+
+            for n in PREFERRED_MUSCLE_NAMES:
+
+                _all_neuron_info, ami = _get_cell_info(bnd, [n])
+            
+                if not n == 'MVULVA' and not n == 'MANAL':  
+                    ow_name = n[1:] if n[3]!='0' else '%s%s'%(n[1:3],n[-1])
+                    print('  > %s (%s): %s; %s'%(n, ow_name, _all_neuron_info, ami))
+
+                    all_info['muscle_info'][n] = (str(ami[ow_name][0]),list(ami[ow_name][1]),list(ami[ow_name][2]),list(ami[ow_name][3]),ami[ow_name][4],ami[ow_name][5])
+
+        import json
+
+        with open('c302/data/owmeta_cache.json', 'w') as fp:
+            json.dump(all_info, fp, sort_keys=True, indent=4)
+
+    else:
+        main()
diff --git a/c302/data/owmeta_cache.json b/c302/data/owmeta_cache.json
new file mode 100644
index 00000000..ae47c214
--- /dev/null
+++ b/c302/data/owmeta_cache.json
@@ -0,0 +1,6037 @@
+{
+    "muscle_info": {
+        "MDL01": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL1>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL1",
+            "0 0.6 0"
+        ],
+        "MDL02": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL2>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL2",
+            "0 0.6 0"
+        ],
+        "MDL03": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL3>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL3",
+            "0 0.6 0"
+        ],
+        "MDL04": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL4>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL4",
+            "0 0.6 0"
+        ],
+        "MDL05": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL5>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL5",
+            "0 0.6 0"
+        ],
+        "MDL06": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL6>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL6",
+            "0 0.6 0"
+        ],
+        "MDL07": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL7>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL7",
+            "0 0.6 0"
+        ],
+        "MDL08": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL8>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL8",
+            "0 0.6 0"
+        ],
+        "MDL09": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL9>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL9",
+            "0 0.6 0"
+        ],
+        "MDL10": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL10>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL10",
+            "0 0.6 0"
+        ],
+        "MDL11": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL11>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL11",
+            "0 0.6 0"
+        ],
+        "MDL12": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL12>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL12",
+            "0 0.6 0"
+        ],
+        "MDL13": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL13>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL13",
+            "0 0.6 0"
+        ],
+        "MDL14": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL14>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL14",
+            "0 0.6 0"
+        ],
+        "MDL15": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL15>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL15",
+            "0 0.6 0"
+        ],
+        "MDL16": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL16>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL16",
+            "0 0.6 0"
+        ],
+        "MDL17": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL17>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL17",
+            "0 0.6 0"
+        ],
+        "MDL18": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL18>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL18",
+            "0 0.6 0"
+        ],
+        "MDL19": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL19>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL19",
+            "0 0.6 0"
+        ],
+        "MDL20": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL20>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL20",
+            "0 0.6 0"
+        ],
+        "MDL21": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL21>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL21",
+            "0 0.6 0"
+        ],
+        "MDL22": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL22>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL22",
+            "0 0.6 0"
+        ],
+        "MDL23": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL23>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL23",
+            "0 0.6 0"
+        ],
+        "MDL24": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL24>)",
+            [],
+            [],
+            [],
+            "? (Mu) DL24",
+            "0 0.6 0"
+        ],
+        "MDR01": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR1>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR1",
+            "0 0.6 0"
+        ],
+        "MDR02": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR2>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR2",
+            "0 0.6 0"
+        ],
+        "MDR03": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR3>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR3",
+            "0 0.6 0"
+        ],
+        "MDR04": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR4>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR4",
+            "0 0.6 0"
+        ],
+        "MDR05": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR5>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR5",
+            "0 0.6 0"
+        ],
+        "MDR06": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR6>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR6",
+            "0 0.6 0"
+        ],
+        "MDR07": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR7>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR7",
+            "0 0.6 0"
+        ],
+        "MDR08": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR8>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR8",
+            "0 0.6 0"
+        ],
+        "MDR09": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR9>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR9",
+            "0 0.6 0"
+        ],
+        "MDR10": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR10>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR10",
+            "0 0.6 0"
+        ],
+        "MDR11": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR11>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR11",
+            "0 0.6 0"
+        ],
+        "MDR12": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR12>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR12",
+            "0 0.6 0"
+        ],
+        "MDR13": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR13>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR13",
+            "0 0.6 0"
+        ],
+        "MDR14": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR14>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR14",
+            "0 0.6 0"
+        ],
+        "MDR15": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR15>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR15",
+            "0 0.6 0"
+        ],
+        "MDR16": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR16>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR16",
+            "0 0.6 0"
+        ],
+        "MDR17": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR17>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR17",
+            "0 0.6 0"
+        ],
+        "MDR18": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR18>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR18",
+            "0 0.6 0"
+        ],
+        "MDR19": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR19>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR19",
+            "0 0.6 0"
+        ],
+        "MDR20": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR20>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR20",
+            "0 0.6 0"
+        ],
+        "MDR21": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR21>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR21",
+            "0 0.6 0"
+        ],
+        "MDR22": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR22>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR22",
+            "0 0.6 0"
+        ],
+        "MDR23": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR23>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR23",
+            "0 0.6 0"
+        ],
+        "MDR24": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DR24>)",
+            [],
+            [],
+            [],
+            "? (Mu) DR24",
+            "0 0.6 0"
+        ],
+        "MVL01": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL1>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL1",
+            "0 0.6 0"
+        ],
+        "MVL02": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL2>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL2",
+            "0 0.6 0"
+        ],
+        "MVL03": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL3>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL3",
+            "0 0.6 0"
+        ],
+        "MVL04": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL4>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL4",
+            "0 0.6 0"
+        ],
+        "MVL05": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL5>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL5",
+            "0 0.6 0"
+        ],
+        "MVL06": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL6>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL6",
+            "0 0.6 0"
+        ],
+        "MVL07": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL7>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL7",
+            "0 0.6 0"
+        ],
+        "MVL08": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL8>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL8",
+            "0 0.6 0"
+        ],
+        "MVL09": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL9>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL9",
+            "0 0.6 0"
+        ],
+        "MVL10": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL10>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL10",
+            "0 0.6 0"
+        ],
+        "MVL11": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL11>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL11",
+            "0 0.6 0"
+        ],
+        "MVL12": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL12>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL12",
+            "0 0.6 0"
+        ],
+        "MVL13": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL13>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL13",
+            "0 0.6 0"
+        ],
+        "MVL14": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL14>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL14",
+            "0 0.6 0"
+        ],
+        "MVL15": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL15>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL15",
+            "0 0.6 0"
+        ],
+        "MVL16": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL16>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL16",
+            "0 0.6 0"
+        ],
+        "MVL17": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL17>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL17",
+            "0 0.6 0"
+        ],
+        "MVL18": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL18>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL18",
+            "0 0.6 0"
+        ],
+        "MVL19": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL19>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL19",
+            "0 0.6 0"
+        ],
+        "MVL20": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL20>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL20",
+            "0 0.6 0"
+        ],
+        "MVL21": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL21>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL21",
+            "0 0.6 0"
+        ],
+        "MVL22": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL22>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL22",
+            "0 0.6 0"
+        ],
+        "MVL23": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VL23>)",
+            [],
+            [],
+            [],
+            "? (Mu) VL23",
+            "0 0.6 0"
+        ],
+        "MVR01": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR1>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR1",
+            "0 0.6 0"
+        ],
+        "MVR02": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR2>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR2",
+            "0 0.6 0"
+        ],
+        "MVR03": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR3>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR3",
+            "0 0.6 0"
+        ],
+        "MVR04": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR4>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR4",
+            "0 0.6 0"
+        ],
+        "MVR05": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR5>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR5",
+            "0 0.6 0"
+        ],
+        "MVR06": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR6>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR6",
+            "0 0.6 0"
+        ],
+        "MVR07": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR7>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR7",
+            "0 0.6 0"
+        ],
+        "MVR08": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR8>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR8",
+            "0 0.6 0"
+        ],
+        "MVR09": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR9>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR9",
+            "0 0.6 0"
+        ],
+        "MVR10": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR10>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR10",
+            "0 0.6 0"
+        ],
+        "MVR11": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR11>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR11",
+            "0 0.6 0"
+        ],
+        "MVR12": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR12>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR12",
+            "0 0.6 0"
+        ],
+        "MVR13": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR13>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR13",
+            "0 0.6 0"
+        ],
+        "MVR14": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR14>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR14",
+            "0 0.6 0"
+        ],
+        "MVR15": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR15>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR15",
+            "0 0.6 0"
+        ],
+        "MVR16": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR16>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR16",
+            "0 0.6 0"
+        ],
+        "MVR17": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR17>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR17",
+            "0 0.6 0"
+        ],
+        "MVR18": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR18>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR18",
+            "0 0.6 0"
+        ],
+        "MVR19": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR19>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR19",
+            "0 0.6 0"
+        ],
+        "MVR20": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR20>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR20",
+            "0 0.6 0"
+        ],
+        "MVR21": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR21>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR21",
+            "0 0.6 0"
+        ],
+        "MVR22": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR22>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR22",
+            "0 0.6 0"
+        ],
+        "MVR23": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR23>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR23",
+            "0 0.6 0"
+        ],
+        "MVR24": [
+            "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#VR24>)",
+            [],
+            [],
+            [],
+            "? (Mu) VR24",
+            "0 0.6 0"
+        ]
+    },
+    "neuron_info": {
+        "ADAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADAL>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [
+                "Glutamate"
+            ],
+            "+ (In) ADAL",
+            "1 0 .4"
+        ],
+        "ADAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADAR>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [
+                "Glutamate"
+            ],
+            "+ (In) ADAR",
+            "1 0 .4"
+        ],
+        "ADEL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADEL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OCTR-1",
+                "EXP-1",
+                "TRP-4",
+                "ACR-16",
+                "TYRA-3",
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) ADEL",
+            "1 .2 1"
+        ],
+        "ADER": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADER>)",
+            [
+                "sensory"
+            ],
+            [
+                "OCTR-1",
+                "EXP-1",
+                "TRP-4",
+                "ACR-16",
+                "TYRA-3",
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) ADER",
+            "1 .2 1"
+        ],
+        "ADFL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADFL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "TMC-1",
+                "SRB-6",
+                "NPR-2",
+                "NTR-1",
+                "MGL-3",
+                "NTR-2",
+                "OCR-2",
+                "NPR-5",
+                "SRD-1"
+            ],
+            [
+                "Serotonin"
+            ],
+            "+ (Se) ADFL",
+            "1 .2 1"
+        ],
+        "ADFR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADFR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "TMC-1",
+                "SRB-6",
+                "NPR-2",
+                "NTR-1",
+                "MGL-3",
+                "NTR-2",
+                "OCR-2",
+                "NPR-5",
+                "SRD-1"
+            ],
+            [
+                "Serotonin"
+            ],
+            "+ (Se) ADFR",
+            "1 .2 1"
+        ],
+        "ADLL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADLL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "SRI-51",
+                "TMC-1",
+                "GCY-21",
+                "SRB-6",
+                "SER-6",
+                "NTR-1",
+                "SRO-1",
+                "TYRA-3",
+                "OCR-1",
+                "OCR-2",
+                "SRH-220",
+                "SRE-1",
+                "NTR-2",
+                "SRH-132"
+            ],
+            [],
+            "? (Se) ADLL",
+            "1 .2 1"
+        ],
+        "ADLR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ADLR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "SRI-51",
+                "TMC-1",
+                "GCY-21",
+                "SRB-6",
+                "SER-6",
+                "NTR-1",
+                "SRO-1",
+                "TYRA-3",
+                "OCR-1",
+                "OCR-2",
+                "SRH-220",
+                "SRE-1",
+                "NTR-2",
+                "SRH-132"
+            ],
+            [],
+            "? (Se) ADLR",
+            "1 .2 1"
+        ],
+        "AFDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AFDL>)",
+            [
+                "sensory"
+            ],
+            [
+                "GCY-23",
+                "TMC-1",
+                "GCY-29",
+                "TYRA-3",
+                "GCY-18",
+                "GCY-8"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) AFDL",
+            "1 .2 1"
+        ],
+        "AFDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AFDR>)",
+            [
+                "sensory"
+            ],
+            [
+                "GCY-23",
+                "TMC-1",
+                "GCY-29",
+                "TYRA-3",
+                "GCY-18",
+                "GCY-8"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) AFDR",
+            "1 .2 1"
+        ],
+        "AIAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIAL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SRA-11",
+                "GLC-3",
+                "MOD-1",
+                "MGL-1",
+                "SCD-2",
+                "NPR-11",
+                "NTR-2",
+                "GCY-28",
+                "NPR-5",
+                "GLR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) AIAL",
+            "1 0 .4"
+        ],
+        "AIAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIAR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SRA-11",
+                "GLC-3",
+                "MOD-1",
+                "MGL-1",
+                "SCD-2",
+                "NPR-11",
+                "NTR-2",
+                "GCY-28",
+                "NPR-5",
+                "GLR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) AIAR",
+            "1 0 .4"
+        ],
+        "AIBL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIBL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-4",
+                "MOD-1",
+                "GGR-1",
+                "GLR-1",
+                "GLR-5",
+                "MGL-2",
+                "GLR-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) AIBL",
+            "1 0 .4"
+        ],
+        "AIBR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIBR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "SER-4",
+                "MOD-1",
+                "GGR-1",
+                "GLR-1",
+                "GLR-5",
+                "MGL-2",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AIBR",
+            "1 0 .4"
+        ],
+        "AIML": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIML>)",
+            [
+                "interneuron"
+            ],
+            [
+                "LGC-53",
+                "TYRA-3",
+                "GCY-18"
+            ],
+            [
+                "Serotonin",
+                "Glutamate"
+            ],
+            "+ (In) AIML",
+            "1 0 .4"
+        ],
+        "AIMR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIMR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "LGC-53",
+                "TYRA-3",
+                "GCY-18"
+            ],
+            [
+                "Serotonin",
+                "Glutamate"
+            ],
+            "+ (In) AIMR",
+            "1 0 .4"
+        ],
+        "AINL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AINL>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) AINL",
+            "1 0 .4"
+        ],
+        "AINR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AINR>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) AINR",
+            "1 0 .4"
+        ],
+        "AIYL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIYL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SRA-11",
+                "ACR-14",
+                "GCY-1",
+                "OCTR-1",
+                "LGC-38",
+                "MOD-1",
+                "GAR-2",
+                "MGL-1",
+                "CKR-2",
+                "C50F7.1",
+                "NPR-14",
+                "NPR-11",
+                "SER-2",
+                "GLC-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) AIYL",
+            "1 0 .4"
+        ],
+        "AIYR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIYR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SRA-11",
+                "ACR-14",
+                "GCY-1",
+                "OCTR-1",
+                "LGC-38",
+                "MOD-1",
+                "GAR-2",
+                "MGL-1",
+                "CKR-2",
+                "C50F7.1",
+                "NPR-14",
+                "NPR-11",
+                "SER-2",
+                "GLC-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) AIYR",
+            "1 0 .4"
+        ],
+        "AIZL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIZL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-2",
+                "MOD-1",
+                "SER-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) AIZL",
+            "1 0 .4"
+        ],
+        "AIZR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AIZR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-2",
+                "MOD-1",
+                "SER-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) AIZR",
+            "1 0 .4"
+        ],
+        "ALA": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ALA>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SRA-10",
+                "ACR-13",
+                "ACR-4"
+            ],
+            [],
+            "? (In) ALA",
+            "1 0 .4"
+        ],
+        "ALML": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ALML>)",
+            [
+                "sensory"
+            ],
+            [
+                "MEC-2",
+                "PDFR-1",
+                "DEGT-1",
+                "STR-33",
+                "LGC-55",
+                "GAB-1",
+                "DES-2",
+                "MEC-10",
+                "LGC-37",
+                "DOP-1",
+                "TYRA-2",
+                "MEC-4",
+                "DEG-3",
+                "MEC-9",
+                "ASIC-1",
+                "MEC-6",
+                "DEL-1",
+                "GLR-8"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ALML",
+            "1 .2 1"
+        ],
+        "ALMR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ALMR>)",
+            [
+                "sensory"
+            ],
+            [
+                "MEC-2",
+                "PDFR-1",
+                "DEGT-1",
+                "STR-33",
+                "LGC-55",
+                "GAB-1",
+                "DES-2",
+                "MEC-10",
+                "LGC-37",
+                "DOP-1",
+                "TYRA-2",
+                "MEC-4",
+                "DEG-3",
+                "MEC-9",
+                "ASIC-1",
+                "MEC-6",
+                "DEL-1",
+                "GLR-8"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ALMR",
+            "1 .2 1"
+        ],
+        "ALNL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ALNL>)",
+            [
+                "sensory"
+            ],
+            [
+                "SER-2",
+                "LGC-55",
+                "DOP-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) ALNL",
+            "1 .2 1"
+        ],
+        "ALNR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ALNR>)",
+            [
+                "sensory"
+            ],
+            [
+                "SER-2",
+                "LGC-55",
+                "DOP-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) ALNR",
+            "1 .2 1"
+        ],
+        "AQR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AQR>)",
+            [
+                "sensory"
+            ],
+            [
+                "NLP-37",
+                "GCY-32",
+                "GCY-37",
+                "GCY-36",
+                "GCY-35",
+                "GCY-25",
+                "NPR-1",
+                "GCY-34"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) AQR",
+            "1 .2 1"
+        ],
+        "AS1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS1>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS1",
+            ".5 .4 1"
+        ],
+        "AS10": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS10>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS10",
+            ".5 .4 1"
+        ],
+        "AS11": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS11>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS11",
+            ".5 .4 1"
+        ],
+        "AS2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS2>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS2",
+            ".5 .4 1"
+        ],
+        "AS3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS3>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS3",
+            ".5 .4 1"
+        ],
+        "AS4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS4>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS4",
+            ".5 .4 1"
+        ],
+        "AS5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS5>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS5",
+            ".5 .4 1"
+        ],
+        "AS6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS6>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS6",
+            ".5 .4 1"
+        ],
+        "AS7": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS7>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS7",
+            ".5 .4 1"
+        ],
+        "AS8": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS8>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS8",
+            ".5 .4 1"
+        ],
+        "AS9": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AS9>)",
+            [
+                "motor"
+            ],
+            [
+                "ACR-14",
+                "UNC-63",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-46",
+                "ACR-15",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) AS9",
+            ".5 .4 1"
+        ],
+        "ASEL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASEL>)",
+            [
+                "sensory"
+            ],
+            [
+                "GCY-29",
+                "DEL-3",
+                "NPR-15",
+                "SRD-33",
+                "GCY-6",
+                "NPR-5",
+                "GCY-20",
+                "MGL-3",
+                "SRG-30",
+                "GCY-19",
+                "GCY-7",
+                "GCY-14",
+                "TMC-1",
+                "TRPA-2",
+                "NTR-1",
+                "DOP-3",
+                "SRAB-14",
+                "NPR-1",
+                "DOP-5",
+                "OSM-9",
+                "DEL-4",
+                "SRX-76",
+                "TYRA-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ASEL",
+            "1 .2 1"
+        ],
+        "ASER": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASER>)",
+            [
+                "sensory"
+            ],
+            [
+                "GCY-29",
+                "DEL-3",
+                "NPR-15",
+                "GCY-4",
+                "SRD-33",
+                "GCY-3",
+                "TRP-2",
+                "NPR-5",
+                "GCY-1",
+                "MGL-3",
+                "SRG-30",
+                "GCY-19",
+                "DAF-2",
+                "TMC-1",
+                "GCY-22",
+                "TRPA-2",
+                "NTR-1",
+                "DOP-3",
+                "SRAB-14",
+                "NPR-1",
+                "DOP-5",
+                "OSM-9",
+                "DEL-4",
+                "SRX-76",
+                "TYRA-2",
+                "GCY-5"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ASER",
+            "1 .2 1"
+        ],
+        "ASGL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASGL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "GCY-15",
+                "DOP-4",
+                "GCY-21",
+                "NPR-15",
+                "TYRA-2",
+                "NPR-1",
+                "NPR-5"
+            ],
+            [
+                "Serotonin",
+                "Glutamate"
+            ],
+            "+ (Se) ASGL",
+            "1 .2 1"
+        ],
+        "ASGR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASGR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "GCY-15",
+                "DOP-4",
+                "GCY-21",
+                "NPR-15",
+                "TYRA-2",
+                "NPR-1",
+                "NPR-5"
+            ],
+            [
+                "Serotonin",
+                "Glutamate"
+            ],
+            "+ (Se) ASGR",
+            "1 .2 1"
+        ],
+        "ASHL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASHL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "DOP-4",
+                "OCTR-1",
+                "TMC-1",
+                "SRB-6",
+                "NPR-2",
+                "NPR-1",
+                "SER-3",
+                "NTR-1",
+                "UNC-8",
+                "DCAR-1",
+                "SER-5",
+                "TRPA-1",
+                "TYRA-2",
+                "NTR-2",
+                "SRA-6",
+                "OCR-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ASHL",
+            "1 .2 1"
+        ],
+        "ASHR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASHR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "DOP-4",
+                "OCTR-1",
+                "TMC-1",
+                "SRB-6",
+                "NPR-2",
+                "NPR-1",
+                "SER-3",
+                "NTR-1",
+                "UNC-8",
+                "DCAR-1",
+                "SER-5",
+                "TRPA-1",
+                "TYRA-2",
+                "NTR-2",
+                "SRA-6",
+                "OCR-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ASHR",
+            "1 .2 1"
+        ],
+        "ASIL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASIL>)",
+            [
+                "sensory"
+            ],
+            [
+                "NPR-17",
+                "STR-2",
+                "OCTR-1",
+                "GCY-1",
+                "DAF-37",
+                "DAF-38",
+                "SER-6",
+                "GCY-2",
+                "STR-3",
+                "DCAR-1",
+                "NPR-15",
+                "SRD-1",
+                "TYRA-2",
+                "GCY-3",
+                "DAF-11",
+                "NPR-5",
+                "GCY-27"
+            ],
+            [],
+            "? (Se) ASIL",
+            "1 .2 1"
+        ],
+        "ASIR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASIR>)",
+            [
+                "sensory"
+            ],
+            [
+                "NPR-17",
+                "STR-2",
+                "OCTR-1",
+                "GCY-1",
+                "DAF-37",
+                "DAF-38",
+                "SER-6",
+                "GCY-2",
+                "STR-3",
+                "DCAR-1",
+                "NPR-15",
+                "SRD-1",
+                "TYRA-2",
+                "GCY-3",
+                "DAF-11",
+                "NPR-5",
+                "GCY-27"
+            ],
+            [],
+            "? (Se) ASIR",
+            "1 .2 1"
+        ],
+        "ASJL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASJL>)",
+            [
+                "sensory"
+            ],
+            [
+                "DAF-11",
+                "SRE-1",
+                "OSM-9",
+                "NPR-5"
+            ],
+            [],
+            "? (Se) ASJL",
+            "1 .2 1"
+        ],
+        "ASJR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASJR>)",
+            [
+                "sensory"
+            ],
+            [
+                "DAF-11",
+                "SRE-1",
+                "OSM-9",
+                "NPR-5"
+            ],
+            [],
+            "? (Se) ASJR",
+            "1 .2 1"
+        ],
+        "ASKL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASKL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "SRA-7",
+                "SRG-8",
+                "TYRA-3",
+                "SRA-9",
+                "DOP-3",
+                "DAF-11",
+                "NPR-5",
+                "SRG-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ASKL",
+            "1 .2 1"
+        ],
+        "ASKR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#ASKR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "SRA-7",
+                "SRG-8",
+                "TYRA-3",
+                "SRA-9",
+                "DOP-3",
+                "DAF-11",
+                "NPR-5",
+                "SRG-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) ASKR",
+            "1 .2 1"
+        ],
+        "AUAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AUAL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-1",
+                "TYRA-3",
+                "DOP-1",
+                "SER-2",
+                "GLR-4",
+                "NPR-5"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) AUAL",
+            "1 0 .4"
+        ],
+        "AUAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AUAR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-1",
+                "TYRA-3",
+                "DOP-1",
+                "SER-2",
+                "GLR-4",
+                "NPR-5"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) AUAR",
+            "1 0 .4"
+        ],
+        "AVAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVAL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "UNC-8",
+                "GLR-1",
+                "GLR-4",
+                "GGR-3",
+                "NPR-4",
+                "GLR-5",
+                "NMR-2",
+                "NMR-1",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AVAL",
+            "1 0 .4"
+        ],
+        "AVAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVAR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "UNC-8",
+                "GLR-1",
+                "GLR-4",
+                "GGR-3",
+                "NPR-4",
+                "GLR-5",
+                "NMR-2",
+                "NMR-1",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AVAR",
+            "1 0 .4"
+        ],
+        "AVBL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVBL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SRA-11",
+                "LGC-55",
+                "UNC-8",
+                "GGR-3",
+                "GLR-1",
+                "GLR-5"
+            ],
+            [],
+            "? (In) AVBL",
+            "1 0 .4"
+        ],
+        "AVBR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVBR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SRA-11",
+                "LGC-55",
+                "UNC-8",
+                "GGR-3",
+                "GLR-1",
+                "GLR-5"
+            ],
+            [],
+            "? (In) AVBR",
+            "1 0 .4"
+        ],
+        "AVDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVDL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "PDFR-1",
+                "UNC-8",
+                "GLR-1",
+                "GLR-5",
+                "NMR-2",
+                "NMR-1",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AVDL",
+            "1 0 .4"
+        ],
+        "AVDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVDR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "PDFR-1",
+                "UNC-8",
+                "GLR-1",
+                "GLR-5",
+                "NMR-2",
+                "NMR-1",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AVDR",
+            "1 0 .4"
+        ],
+        "AVEL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVEL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-1",
+                "FRPR-4",
+                "GLR-5",
+                "NMR-2",
+                "NMR-1",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AVEL",
+            "1 0 .4"
+        ],
+        "AVER": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVER>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-1",
+                "FRPR-4",
+                "GLR-5",
+                "NMR-2",
+                "NMR-1",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AVER",
+            "1 0 .4"
+        ],
+        "AVFL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVFL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "LGC-53",
+                "PDFR-1"
+            ],
+            [],
+            "? (In) AVFL",
+            "1 0 .4"
+        ],
+        "AVFR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVFR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "LGC-53",
+                "PDFR-1"
+            ],
+            [],
+            "? (In) AVFR",
+            "1 0 .4"
+        ],
+        "AVG": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVG>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-17",
+                "GLR-1",
+                "DEG-3",
+                "NTR-2",
+                "NMR-2",
+                "NMR-1",
+                "GLR-2"
+            ],
+            [],
+            "? (In) AVG",
+            "1 0 .4"
+        ],
+        "AVHL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVHL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-4",
+                "GGR-1",
+                "SER-2"
+            ],
+            [],
+            "? (In) AVHL",
+            "1 0 .4"
+        ],
+        "AVHR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVHR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-4",
+                "GGR-1",
+                "SER-2"
+            ],
+            [],
+            "? (In) AVHR",
+            "1 0 .4"
+        ],
+        "AVJL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVJL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-1",
+                "SER-5"
+            ],
+            [],
+            "? (In) AVJL",
+            "1 0 .4"
+        ],
+        "AVJR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVJR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-1",
+                "SER-5"
+            ],
+            [],
+            "? (In) AVJR",
+            "1 0 .4"
+        ],
+        "AVKL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVKL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-5"
+            ],
+            [],
+            "? (In) AVKL",
+            "1 0 .4"
+        ],
+        "AVKR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVKR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-5"
+            ],
+            [],
+            "? (In) AVKR",
+            "1 0 .4"
+        ],
+        "AVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "DOP-4"
+            ],
+            [
+                "GABA"
+            ],
+            "- (MoIn) AVL",
+            ".5 .4 1"
+        ],
+        "AVM": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVM>)",
+            [
+                "sensory"
+            ],
+            [
+                "PDFR-1",
+                "DOP-1",
+                "LGC-55"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) AVM",
+            "1 .2 1"
+        ],
+        "AWAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AWAL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "ODR-10",
+                "OCR-1",
+                "OCR-2",
+                "NPR-5"
+            ],
+            [],
+            "? (Se) AWAL",
+            "1 .2 1"
+        ],
+        "AWAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AWAR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "ODR-10",
+                "OCR-1",
+                "OCR-2",
+                "NPR-5"
+            ],
+            [],
+            "? (Se) AWAR",
+            "1 .2 1"
+        ],
+        "AWBL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AWBL>)",
+            [
+                "sensory"
+            ],
+            [
+                "SER-6",
+                "SER-5",
+                "NPR-5",
+                "AEX-2",
+                "DAF-11",
+                "STR-1"
+            ],
+            [],
+            "? (Se) AWBL",
+            "1 .2 1"
+        ],
+        "AWBR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AWBR>)",
+            [
+                "sensory"
+            ],
+            [
+                "SER-6",
+                "SER-5",
+                "NPR-5",
+                "AEX-2",
+                "DAF-11",
+                "STR-1"
+            ],
+            [],
+            "? (Se) AWBR",
+            "1 .2 1"
+        ],
+        "AWCL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AWCL>)",
+            [
+                "sensory"
+            ],
+            [
+                "DAF-11",
+                "TYRA-3",
+                "STR-2",
+                "OSM-9"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) AWCL",
+            "1 .2 1"
+        ],
+        "AWCR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#AWCR>)",
+            [
+                "sensory"
+            ],
+            [
+                "DAF-11",
+                "TYRA-3",
+                "STR-2",
+                "OSM-9"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) AWCR",
+            "1 .2 1"
+        ],
+        "BAGL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#BAGL>)",
+            [
+                "sensory"
+            ],
+            [
+                "NPR-4",
+                "TYRA-3",
+                "GCY-33"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) BAGL",
+            "1 .2 1"
+        ],
+        "BAGR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#BAGR>)",
+            [
+                "sensory"
+            ],
+            [
+                "NPR-4",
+                "TYRA-3",
+                "GCY-33"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) BAGR",
+            "1 .2 1"
+        ],
+        "BDUL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#BDUL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-4",
+                "NTR-1",
+                "GLR-8",
+                "SER-2"
+            ],
+            [],
+            "? (In) BDUL",
+            "1 0 .4"
+        ],
+        "BDUR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#BDUR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-4",
+                "NTR-1",
+                "GLR-8",
+                "SER-2"
+            ],
+            [],
+            "? (In) BDUR",
+            "1 0 .4"
+        ],
+        "CANL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#CANL>)",
+            [
+                "unknown"
+            ],
+            [
+                "DOP-4",
+                "GGR-2",
+                "TYRA-2",
+                "SER-2",
+                "LGC-53"
+            ],
+            [],
+            "? () CANL",
+            ".5 0 0"
+        ],
+        "CANR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#CANR>)",
+            [
+                "unknown"
+            ],
+            [
+                "DOP-4",
+                "GGR-2",
+                "TYRA-2",
+                "SER-2",
+                "LGC-53"
+            ],
+            [],
+            "? () CANR",
+            ".5 0 0"
+        ],
+        "CEPDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#CEPDL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OCTR-1",
+                "TYRA-3",
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) CEPDL",
+            "1 .2 1"
+        ],
+        "CEPDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#CEPDR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OCTR-1",
+                "TYRA-3",
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) CEPDR",
+            "1 .2 1"
+        ],
+        "CEPVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#CEPVL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OCTR-1",
+                "TYRA-3",
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) CEPVL",
+            "1 .2 1"
+        ],
+        "CEPVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#CEPVR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OCTR-1",
+                "TYRA-3",
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) CEPVR",
+            "1 .2 1"
+        ],
+        "DA1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA1>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA1",
+            ".5 .4 1"
+        ],
+        "DA2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA2>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA2",
+            ".5 .4 1"
+        ],
+        "DA3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA3>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA3",
+            ".5 .4 1"
+        ],
+        "DA4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA4>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA4",
+            ".5 .4 1"
+        ],
+        "DA5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA5>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA5",
+            ".5 .4 1"
+        ],
+        "DA6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA6>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA6",
+            ".5 .4 1"
+        ],
+        "DA7": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA7>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA7",
+            ".5 .4 1"
+        ],
+        "DA8": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA8>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA8",
+            ".5 .4 1"
+        ],
+        "DA9": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DA9>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "SER-2",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DA9",
+            ".5 .4 1"
+        ],
+        "DB1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DB1>)",
+            [
+                "motor"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DB1",
+            ".5 .4 1"
+        ],
+        "DB2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DB2>)",
+            [
+                "motor"
+            ],
+            [
+                "PDFR-1",
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DB2",
+            ".5 .4 1"
+        ],
+        "DB3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DB3>)",
+            [
+                "motor"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DB3",
+            ".5 .4 1"
+        ],
+        "DB4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DB4>)",
+            [
+                "motor"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DB4",
+            ".5 .4 1"
+        ],
+        "DB5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DB5>)",
+            [
+                "motor"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DB5",
+            ".5 .4 1"
+        ],
+        "DB6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DB6>)",
+            [
+                "motor"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DB6",
+            ".5 .4 1"
+        ],
+        "DB7": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DB7>)",
+            [
+                "motor"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) DB7",
+            ".5 .4 1"
+        ],
+        "DD1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DD1>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) DD1",
+            ".5 .4 1"
+        ],
+        "DD2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DD2>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) DD2",
+            ".5 .4 1"
+        ],
+        "DD3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DD3>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) DD3",
+            ".5 .4 1"
+        ],
+        "DD4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DD4>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) DD4",
+            ".5 .4 1"
+        ],
+        "DD5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DD5>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) DD5",
+            ".5 .4 1"
+        ],
+        "DD6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DD6>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) DD6",
+            ".5 .4 1"
+        ],
+        "DVA": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DVA>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "SER-4",
+                "TRP-4",
+                "EGL-6",
+                "GGR-3",
+                "FRPR-4",
+                "SER-2",
+                "GLR-5",
+                "GLR-4",
+                "NMR-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) DVA",
+            "1 0 .4"
+        ],
+        "DVB": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DVB>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [],
+            [
+                "GABA"
+            ],
+            "- (MoIn) DVB",
+            ".5 .4 1"
+        ],
+        "DVC": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#DVC>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-1",
+                "SER-1",
+                "SER-4",
+                "TRP-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) DVC",
+            "1 0 .4"
+        ],
+        "FLPL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#FLPL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "NPR-2",
+                "DES-2",
+                "UNC-8",
+                "MEC-10",
+                "DEG-3",
+                "LGC-53",
+                "GLR-4",
+                "DEL-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) FLPL",
+            "1 .2 1"
+        ],
+        "FLPR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#FLPR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "NPR-2",
+                "DES-2",
+                "UNC-8",
+                "MEC-10",
+                "DEG-3",
+                "LGC-53",
+                "GLR-4",
+                "DEL-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) FLPR",
+            "1 .2 1"
+        ],
+        "HSNL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#HSNL>)",
+            [
+                "motor"
+            ],
+            [
+                "LGC-55",
+                "EGL-6",
+                "GAR-2",
+                "GGR-2",
+                "GLR-5",
+                "LGC-53",
+                "MEC-6"
+            ],
+            [
+                "Serotonin"
+            ],
+            "+ (Mo) HSNL",
+            ".5 .4 1"
+        ],
+        "HSNR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#HSNR>)",
+            [
+                "motor"
+            ],
+            [
+                "LGC-55",
+                "EGL-6",
+                "GAR-2",
+                "GGR-2",
+                "GLR-5",
+                "LGC-53",
+                "MEC-6"
+            ],
+            [
+                "Serotonin"
+            ],
+            "+ (Mo) HSNR",
+            ".5 .4 1"
+        ],
+        "I1L": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I1L>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "PDFR-1",
+                "DOP-4",
+                "FRPR-4",
+                "GLR-7",
+                "GLR-8"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) I1L",
+            "1 0 .4"
+        ],
+        "I1R": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I1R>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "PDFR-1",
+                "DOP-4",
+                "FRPR-4",
+                "GLR-7",
+                "GLR-8"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) I1R",
+            "1 0 .4"
+        ],
+        "I2L": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I2L>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "DOP-4",
+                "NTR-1",
+                "SER-7",
+                "GLR-7",
+                "GLR-8"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (InSe) I2L",
+            "1 0 .4"
+        ],
+        "I2R": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I2R>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "DOP-4",
+                "NTR-1",
+                "SER-7",
+                "GLR-7",
+                "GLR-8"
+            ],
+            [],
+            "? (InSe) I2R",
+            "1 0 .4"
+        ],
+        "I3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I3>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "SER-7",
+                "GLR-8",
+                "GLR-7"
+            ],
+            [],
+            "? (InSe) I3",
+            "1 0 .4"
+        ],
+        "I4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I4>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-7"
+            ],
+            [],
+            "? (In) I4",
+            "1 0 .4"
+        ],
+        "I5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I5>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [],
+            [
+                "Serotonin",
+                "Glutamate"
+            ],
+            "+ (InSe) I5",
+            "1 0 .4"
+        ],
+        "I6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#I6>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "SER-7",
+                "GLR-8",
+                "GLR-7"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) I6",
+            "1 0 .4"
+        ],
+        "IL1DL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL1DL>)",
+            [
+                "interneuron",
+                "motor",
+                "sensory"
+            ],
+            [
+                "MEC-6",
+                "LGC-55",
+                "DEG-3",
+                "TRPA-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoInSe) IL1DL",
+            ".5 .4 1"
+        ],
+        "IL1DR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL1DR>)",
+            [
+                "interneuron",
+                "motor",
+                "sensory"
+            ],
+            [
+                "MEC-6",
+                "LGC-55",
+                "DEG-3",
+                "TRPA-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoInSe) IL1DR",
+            ".5 .4 1"
+        ],
+        "IL1L": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL1L>)",
+            [
+                "interneuron",
+                "motor",
+                "sensory"
+            ],
+            [
+                "MEC-6",
+                "LGC-55",
+                "DEG-3",
+                "TRPA-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoInSe) IL1L",
+            ".5 .4 1"
+        ],
+        "IL1R": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL1R>)",
+            [
+                "interneuron",
+                "motor",
+                "sensory"
+            ],
+            [
+                "MEC-6",
+                "LGC-55",
+                "DEG-3",
+                "TRPA-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoInSe) IL1R",
+            ".5 .4 1"
+        ],
+        "IL1VL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL1VL>)",
+            [
+                "interneuron",
+                "motor",
+                "sensory"
+            ],
+            [
+                "MEC-6",
+                "LGC-55",
+                "DEG-3",
+                "TRPA-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoInSe) IL1VL",
+            ".5 .4 1"
+        ],
+        "IL1VR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL1VR>)",
+            [
+                "interneuron",
+                "motor",
+                "sensory"
+            ],
+            [
+                "MEC-6",
+                "LGC-55",
+                "DEG-3",
+                "TRPA-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoInSe) IL1VR",
+            ".5 .4 1"
+        ],
+        "IL2DL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL2DL>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "NPR-1",
+                "DES-2",
+                "NPR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) IL2DL",
+            "1 .2 1"
+        ],
+        "IL2DR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL2DR>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "NPR-1",
+                "DES-2",
+                "NPR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) IL2DR",
+            "1 .2 1"
+        ],
+        "IL2L": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL2L>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "NPR-1",
+                "DES-2",
+                "NPR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) IL2L",
+            "1 .2 1"
+        ],
+        "IL2R": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL2R>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "NPR-1",
+                "DES-2",
+                "NPR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) IL2R",
+            "1 .2 1"
+        ],
+        "IL2VL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL2VL>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "NPR-1",
+                "DES-2",
+                "NPR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) IL2VL",
+            "1 .2 1"
+        ],
+        "IL2VR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#IL2VR>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "NPR-1",
+                "DES-2",
+                "NPR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Se) IL2VR",
+            "1 .2 1"
+        ],
+        "LUAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#LUAL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-2",
+                "GLR-5"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) LUAL",
+            "1 0 .4"
+        ],
+        "LUAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#LUAR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-2",
+                "GLR-5"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) LUAR",
+            "1 0 .4"
+        ],
+        "M1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#M1>)",
+            [
+                "motor"
+            ],
+            [
+                "SER-4",
+                "AVR-14",
+                "GLR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) M1",
+            ".5 .4 1"
+        ],
+        "M2L": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#M2L>)",
+            [
+                "motor"
+            ],
+            [
+                "SER-7"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) M2L",
+            ".5 .4 1"
+        ],
+        "M2R": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#M2R>)",
+            [
+                "motor"
+            ],
+            [
+                "SER-7"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) M2R",
+            ".5 .4 1"
+        ],
+        "M3L": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#M3L>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "NPR-1",
+                "GLR-8",
+                "SER-7"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoSe) M3L",
+            ".5 .4 1"
+        ],
+        "M3R": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#M3R>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "NPR-1",
+                "GLR-8",
+                "SER-7"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (MoSe) M3R",
+            ".5 .4 1"
+        ],
+        "M4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#M4>)",
+            [
+                "motor"
+            ],
+            [
+                "SER7b",
+                "GLR-8",
+                "SER-7"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) M4",
+            ".5 .4 1"
+        ],
+        "M5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#M5>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-8",
+                "SER-7"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) M5",
+            ".5 .4 1"
+        ],
+        "MCL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#MCL>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "TYRA-2",
+                "GLR-8",
+                "SER-7"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) MCL",
+            ".5 .4 1"
+        ],
+        "MCR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#MCR>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "TYRA-2",
+                "GLR-8",
+                "SER-7"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) MCR",
+            ".5 .4 1"
+        ],
+        "MI": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#MI>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [],
+            [
+                "Glutamate"
+            ],
+            "+ (MoIn) MI",
+            ".5 .4 1"
+        ],
+        "NSML": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#NSML>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "SER-4",
+                "AEX-2",
+                "DOP-3",
+                "TYRA-2",
+                "SER-2",
+                "GLR-7",
+                "GLR-8"
+            ],
+            [
+                "Serotonin"
+            ],
+            "+ (MoSe) NSML",
+            ".5 .4 1"
+        ],
+        "NSMR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#NSMR>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "SER-4",
+                "AEX-2",
+                "DOP-3",
+                "TYRA-2",
+                "SER-2",
+                "GLR-7",
+                "GLR-8"
+            ],
+            [
+                "Serotonin"
+            ],
+            "+ (MoSe) NSMR",
+            ".5 .4 1"
+        ],
+        "OLLL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#OLLL>)",
+            [
+                "sensory"
+            ],
+            [
+                "PDFR-1",
+                "SER-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) OLLL",
+            "1 .2 1"
+        ],
+        "OLLR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#OLLR>)",
+            [
+                "sensory"
+            ],
+            [
+                "PDFR-1",
+                "SER-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) OLLR",
+            "1 .2 1"
+        ],
+        "OLQDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#OLQDL>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "NPR-2",
+                "TYRA-3",
+                "TRPA-1",
+                "NPR-1",
+                "OCR-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (InSe) OLQDL",
+            "1 0 .4"
+        ],
+        "OLQDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#OLQDR>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "NPR-2",
+                "TYRA-3",
+                "TRPA-1",
+                "NPR-1",
+                "OCR-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (InSe) OLQDR",
+            "1 0 .4"
+        ],
+        "OLQVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#OLQVL>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "NPR-2",
+                "TYRA-3",
+                "TRPA-1",
+                "NPR-1",
+                "OCR-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (InSe) OLQVL",
+            "1 0 .4"
+        ],
+        "OLQVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#OLQVR>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "NPR-2",
+                "TYRA-3",
+                "TRPA-1",
+                "NPR-1",
+                "OCR-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (InSe) OLQVR",
+            "1 0 .4"
+        ],
+        "PDA": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PDA>)",
+            [
+                "motor"
+            ],
+            [
+                "UNC-8",
+                "EXP-1",
+                "SER-2",
+                "DOP-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) PDA",
+            ".5 .4 1"
+        ],
+        "PDB": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PDB>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "UNC-8"
+            ],
+            [],
+            "? (MoIn) PDB",
+            ".5 .4 1"
+        ],
+        "PDEL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PDEL>)",
+            [
+                "sensory"
+            ],
+            [
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) PDEL",
+            "1 .2 1"
+        ],
+        "PDER": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PDER>)",
+            [
+                "sensory"
+            ],
+            [
+                "DOP-2"
+            ],
+            [
+                "Dopamine"
+            ],
+            "+ (Se) PDER",
+            "1 .2 1"
+        ],
+        "PHAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PHAL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "SRG-13",
+                "SRB-6",
+                "SER-3",
+                "GCY-12",
+                "NPR-1",
+                "OCR-2",
+                "NPR-5"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PHAL",
+            "1 .2 1"
+        ],
+        "PHAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PHAR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "SRG-13",
+                "SRB-6",
+                "SER-3",
+                "GCY-12",
+                "NPR-1",
+                "OCR-2",
+                "NPR-5"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PHAR",
+            "1 .2 1"
+        ],
+        "PHBL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PHBL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "SRB-6",
+                "SER-3",
+                "NPR-1",
+                "OCR-2",
+                "NPR-5"
+            ],
+            [
+                "Serotonin",
+                "Glutamate"
+            ],
+            "+ (Se) PHBL",
+            "1 .2 1"
+        ],
+        "PHBR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PHBR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "PDFR-1",
+                "SRB-6",
+                "SER-3",
+                "NPR-1",
+                "OCR-2",
+                "NPR-5"
+            ],
+            [
+                "Serotonin",
+                "Glutamate"
+            ],
+            "+ (Se) PHBR",
+            "1 .2 1"
+        ],
+        "PHCL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PHCL>)",
+            [
+                "sensory"
+            ],
+            [
+                "DOP-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PHCL",
+            "1 .2 1"
+        ],
+        "PHCR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PHCR>)",
+            [
+                "sensory"
+            ],
+            [
+                "DOP-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PHCR",
+            "1 .2 1"
+        ],
+        "PLML": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PLML>)",
+            [
+                "sensory"
+            ],
+            [
+                "MEC-2",
+                "PDFR-1",
+                "DES-2",
+                "DOP-1",
+                "MEC-4",
+                "DEG-3",
+                "MEC-9",
+                "MEC-6",
+                "GLR-8"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PLML",
+            "1 .2 1"
+        ],
+        "PLMR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PLMR>)",
+            [
+                "sensory"
+            ],
+            [
+                "MEC-2",
+                "PDFR-1",
+                "DES-2",
+                "DOP-1",
+                "MEC-4",
+                "DEG-3",
+                "MEC-9",
+                "MEC-6",
+                "GLR-8"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PLMR",
+            "1 .2 1"
+        ],
+        "PLNL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PLNL>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "DOP-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) PLNL",
+            "1 0 .4"
+        ],
+        "PLNR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PLNR>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "DOP-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) PLNR",
+            "1 0 .4"
+        ],
+        "PQR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PQR>)",
+            [
+                "sensory"
+            ],
+            [
+                "NPR-17",
+                "PDFR-1",
+                "DOP-4",
+                "GCY-32",
+                "NPR-1",
+                "NTR-1",
+                "GCY-35",
+                "NTR-2",
+                "NPR-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PQR",
+            "1 .2 1"
+        ],
+        "PVCL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVCL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "PDFR-1",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) PVCL",
+            "1 0 .4"
+        ],
+        "PVCR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVCR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "PDFR-1",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) PVCR",
+            "1 0 .4"
+        ],
+        "PVDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVDL>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "NPR-2",
+                "DES-2",
+                "MEC-10",
+                "DOP-1",
+                "TRPA-1",
+                "DOP-3",
+                "TYRA-2",
+                "SER-2",
+                "MEC-9",
+                "LGC-53",
+                "GLR-4",
+                "MEC-6",
+                "DEG-3"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PVDL",
+            "1 .2 1"
+        ],
+        "PVDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVDR>)",
+            [
+                "sensory"
+            ],
+            [
+                "OSM-9",
+                "NPR-2",
+                "DES-2",
+                "MEC-10",
+                "DOP-1",
+                "TRPA-1",
+                "DOP-3",
+                "TYRA-2",
+                "SER-2",
+                "MEC-9",
+                "LGC-53",
+                "GLR-4",
+                "MEC-6",
+                "DEG-3"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) PVDR",
+            "1 .2 1"
+        ],
+        "PVM": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVM>)",
+            [
+                "sensory"
+            ],
+            [
+                "MEC-2",
+                "PDFR-1",
+                "GAR-1",
+                "UNC-8",
+                "MEC-10",
+                "FRPR-4",
+                "MEC-4",
+                "MEC-9",
+                "MEC-6"
+            ],
+            [],
+            "? (Se) PVM",
+            "1 .2 1"
+        ],
+        "PVNL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVNL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [],
+            [],
+            "? (MoIn) PVNL",
+            ".5 .4 1"
+        ],
+        "PVNR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVNR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [],
+            [],
+            "? (MoIn) PVNR",
+            ".5 .4 1"
+        ],
+        "PVPL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVPL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-17",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) PVPL",
+            "1 0 .4"
+        ],
+        "PVPR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVPR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-17",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) PVPR",
+            "1 0 .4"
+        ],
+        "PVQL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVQL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "NPR-17",
+                "PDFR-1",
+                "NPR-2",
+                "SER-3",
+                "NTR-1",
+                "GGR-1",
+                "DOP-1",
+                "GLR-1",
+                "NTR-2",
+                "GLR-5",
+                "SRA-6"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) PVQL",
+            "1 0 .4"
+        ],
+        "PVQR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVQR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "NPR-17",
+                "PDFR-1",
+                "NPR-2",
+                "SER-3",
+                "NTR-1",
+                "GGR-1",
+                "DOP-1",
+                "GLR-1",
+                "NTR-2",
+                "GLR-5",
+                "SRA-6"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) PVQR",
+            "1 0 .4"
+        ],
+        "PVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NTR-1",
+                "NTR-2"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) PVR",
+            "1 0 .4"
+        ],
+        "PVT": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVT>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "SER-4",
+                "TYRA-3",
+                "SER-2"
+            ],
+            [],
+            "? (In) PVT",
+            "1 0 .4"
+        ],
+        "PVWL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVWL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NTR-1",
+                "PDFR-1",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) PVWL",
+            "1 0 .4"
+        ],
+        "PVWR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVWR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NTR-1",
+                "PDFR-1",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) PVWR",
+            "1 0 .4"
+        ],
+        "RIAL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIAL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "DOP-2",
+                "SER-2",
+                "FRPR-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) RIAL",
+            "1 0 .4"
+        ],
+        "RIAR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIAR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "DOP-2",
+                "SER-2",
+                "FRPR-4"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) RIAR",
+            "1 0 .4"
+        ],
+        "RIBL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIBL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-4",
+                "DOP-1"
+            ],
+            [],
+            "? (In) RIBL",
+            "1 0 .4"
+        ],
+        "RIBR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIBR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-4",
+                "DOP-1"
+            ],
+            [],
+            "? (In) RIBR",
+            "1 0 .4"
+        ],
+        "RICL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RICL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "SER-6",
+                "MOD-1",
+                "NTR-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "Octopamine"
+            ],
+            "+ (In) RICL",
+            "1 0 .4"
+        ],
+        "RICR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RICR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "SER-1",
+                "SER-6",
+                "MOD-1",
+                "NTR-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "Octopamine"
+            ],
+            "+ (In) RICR",
+            "1 0 .4"
+        ],
+        "RID": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RID>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "MOD-1",
+                "SER-2",
+                "DOP-2"
+            ],
+            [],
+            "? (MoIn) RID",
+            ".5 .4 1"
+        ],
+        "RIFL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIFL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "PDFR-1",
+                "NTR-2"
+            ],
+            [],
+            "? (In) RIFL",
+            "1 0 .4"
+        ],
+        "RIFR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIFR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "PDFR-1",
+                "NTR-2"
+            ],
+            [],
+            "? (In) RIFR",
+            "1 0 .4"
+        ],
+        "RIGL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIGL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) RIGL",
+            "1 0 .4"
+        ],
+        "RIGR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIGR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (In) RIGR",
+            "1 0 .4"
+        ],
+        "RIH": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIH>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [
+                "Serotonin"
+            ],
+            "+ (In) RIH",
+            "1 0 .4"
+        ],
+        "RIML": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIML>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "SER-4",
+                "MOD-1",
+                "DOP-1"
+            ],
+            [
+                "Acetylcholine",
+                "Tyramine",
+                "Glutamate"
+            ],
+            "+ (MoIn) RIML",
+            ".5 .4 1"
+        ],
+        "RIMR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIMR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "SER-4",
+                "MOD-1",
+                "DOP-1"
+            ],
+            [
+                "Acetylcholine",
+                "Tyramine",
+                "Glutamate"
+            ],
+            "+ (MoIn) RIMR",
+            ".5 .4 1"
+        ],
+        "RIPL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIPL>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [],
+            "? (In) RIPL",
+            "1 0 .4"
+        ],
+        "RIPR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIPR>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [],
+            "? (In) RIPR",
+            "1 0 .4"
+        ],
+        "RIR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIR>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [],
+            "? (In) RIR",
+            "1 0 .4"
+        ],
+        "RIS": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIS>)",
+            [
+                "interneuron"
+            ],
+            [
+                "GLR-1",
+                "SER-4",
+                "DOP-1"
+            ],
+            [
+                "GABA"
+            ],
+            "- (In) RIS",
+            "1 0 .4"
+        ],
+        "RIVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIVL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "NPR-1",
+                "NPR-4"
+            ],
+            [],
+            "? (MoIn) RIVL",
+            ".5 .4 1"
+        ],
+        "RIVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIVR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "NPR-1",
+                "NPR-4"
+            ],
+            [],
+            "? (MoIn) RIVR",
+            ".5 .4 1"
+        ],
+        "RMDDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMDDL>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-1",
+                "SER-1",
+                "LGC-55"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) RMDDL",
+            ".5 .4 1"
+        ],
+        "RMDDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMDDR>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-1",
+                "SER-1",
+                "LGC-55"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) RMDDR",
+            ".5 .4 1"
+        ],
+        "RMDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMDL>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-1",
+                "SER-1",
+                "LGC-55"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) RMDL",
+            ".5 .4 1"
+        ],
+        "RMDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMDR>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-1",
+                "SER-1",
+                "LGC-55"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) RMDR",
+            ".5 .4 1"
+        ],
+        "RMDVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMDVL>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-1",
+                "SER-1",
+                "LGC-55"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) RMDVL",
+            ".5 .4 1"
+        ],
+        "RMDVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMDVR>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-1",
+                "SER-1",
+                "LGC-55"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) RMDVR",
+            ".5 .4 1"
+        ],
+        "RMED": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMED>)",
+            [
+                "motor"
+            ],
+            [
+                "PDFR-1",
+                "MOD-1",
+                "GLR-1",
+                "SER-2",
+                "NTR-2",
+                "AVR-15"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) RMED",
+            ".5 .4 1"
+        ],
+        "RMEL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMEL>)",
+            [
+                "motor"
+            ],
+            [
+                "PDFR-1",
+                "MOD-1",
+                "GLR-1",
+                "SER-2",
+                "NTR-2",
+                "AVR-15"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) RMEL",
+            ".5 .4 1"
+        ],
+        "RMER": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMER>)",
+            [
+                "motor"
+            ],
+            [
+                "PDFR-1",
+                "MOD-1",
+                "GLR-1",
+                "SER-2",
+                "NTR-2",
+                "AVR-15"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) RMER",
+            ".5 .4 1"
+        ],
+        "RMEV": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMEV>)",
+            [
+                "motor"
+            ],
+            [
+                "PDFR-1",
+                "MOD-1",
+                "GLR-1",
+                "SER-2",
+                "NTR-2",
+                "AVR-15"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) RMEV",
+            ".5 .4 1"
+        ],
+        "RMFL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMFL>)",
+            [
+                "motor"
+            ],
+            [
+                "SER-1"
+            ],
+            [],
+            "? (Mo) RMFL",
+            ".5 .4 1"
+        ],
+        "RMFR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMFR>)",
+            [
+                "motor"
+            ],
+            [
+                "SER-1"
+            ],
+            [],
+            "? (Mo) RMFR",
+            ".5 .4 1"
+        ],
+        "RMGL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMGL>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-1"
+            ],
+            [],
+            "? (In) RMGL",
+            "1 0 .4"
+        ],
+        "RMGR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMGR>)",
+            [
+                "interneuron"
+            ],
+            [
+                "NPR-1"
+            ],
+            [],
+            "? (In) RMGR",
+            "1 0 .4"
+        ],
+        "RMHL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMHL>)",
+            [
+                "motor"
+            ],
+            [
+                "SER-1"
+            ],
+            [],
+            "? (Mo) RMHL",
+            ".5 .4 1"
+        ],
+        "RMHR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#RMHR>)",
+            [
+                "motor"
+            ],
+            [
+                "SER-1"
+            ],
+            [],
+            "? (Mo) RMHR",
+            ".5 .4 1"
+        ],
+        "SAADL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAADL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "NPR-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SAADL",
+            ".5 .4 1"
+        ],
+        "SAADR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAADR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "NPR-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SAADR",
+            ".5 .4 1"
+        ],
+        "SAAVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAAVL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SAAVL",
+            ".5 .4 1"
+        ],
+        "SAAVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAAVR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SAAVR",
+            ".5 .4 1"
+        ],
+        "SABD": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SABD>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "NPR-2",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SABD",
+            ".5 .4 1"
+        ],
+        "SABVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SABVL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "NPR-2",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SABVL",
+            ".5 .4 1"
+        ],
+        "SABVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SABVR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "NPR-2",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SABVR",
+            ".5 .4 1"
+        ],
+        "SDQL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SDQL>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "LGC-55",
+                "EGL-6",
+                "TYRA-3",
+                "SER-2",
+                "NPR-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) SDQL",
+            "1 0 .4"
+        ],
+        "SDQR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SDQR>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "LGC-55",
+                "EGL-6",
+                "TYRA-3",
+                "SER-2",
+                "NPR-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (InSe) SDQR",
+            "1 0 .4"
+        ],
+        "SIADL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIADL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "SER-6",
+                "SER-3",
+                "DOP-2",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIADL",
+            ".5 .4 1"
+        ],
+        "SIADR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIADR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "SER-6",
+                "SER-3",
+                "DOP-2",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIADR",
+            ".5 .4 1"
+        ],
+        "SIAVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIAVL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "SER-6",
+                "SER-3",
+                "DOP-2",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIAVL",
+            ".5 .4 1"
+        ],
+        "SIAVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIAVR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "SER-6",
+                "SER-3",
+                "DOP-2",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIAVR",
+            ".5 .4 1"
+        ],
+        "SIBDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBDL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "DOP-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIBDL",
+            ".5 .4 1"
+        ],
+        "SIBDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBDR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "DOP-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIBDR",
+            ".5 .4 1"
+        ],
+        "SIBVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBVL>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "DOP-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIBVL",
+            ".5 .4 1"
+        ],
+        "SIBVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBVR>)",
+            [
+                "motor",
+                "interneuron"
+            ],
+            [
+                "DOP-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoIn) SIBVR",
+            ".5 .4 1"
+        ],
+        "SMBDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMBDL>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMBDL",
+            ".5 .4 1"
+        ],
+        "SMBDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMBDR>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMBDR",
+            ".5 .4 1"
+        ],
+        "SMBVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMBVL>)",
+            [
+                "motor"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMBVL",
+            ".5 .4 1"
+        ],
+        "SMBVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMBVR>)",
+            [
+                "motor"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMBVR",
+            ".5 .4 1"
+        ],
+        "SMDDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMDDL>)",
+            [
+                "motor"
+            ],
+            [
+                "LGC-55",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMDDL",
+            ".5 .4 1"
+        ],
+        "SMDDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMDDR>)",
+            [
+                "motor"
+            ],
+            [
+                "LGC-55",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMDDR",
+            ".5 .4 1"
+        ],
+        "SMDVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMDVL>)",
+            [
+                "motor"
+            ],
+            [
+                "LGC-55",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMDVL",
+            ".5 .4 1"
+        ],
+        "SMDVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#SMDVR>)",
+            [
+                "motor"
+            ],
+            [
+                "LGC-55",
+                "NTR-2"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) SMDVR",
+            ".5 .4 1"
+        ],
+        "URADL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URADL>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) URADL",
+            ".5 .4 1"
+        ],
+        "URADR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URADR>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) URADR",
+            ".5 .4 1"
+        ],
+        "URAVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URAVL>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) URAVL",
+            ".5 .4 1"
+        ],
+        "URAVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URAVR>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) URAVR",
+            ".5 .4 1"
+        ],
+        "URBL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URBL>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) URBL",
+            "1 0 .4"
+        ],
+        "URBR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URBR>)",
+            [
+                "interneuron"
+            ],
+            [],
+            [
+                "Acetylcholine"
+            ],
+            "+ (In) URBR",
+            "1 0 .4"
+        ],
+        "URXL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URXL>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "SRA-10",
+                "PDFR-1",
+                "GCY-1",
+                "GCY-32",
+                "GCY-37",
+                "GCY-36",
+                "GCY-35",
+                "GCY-25",
+                "NPR-1",
+                "GCY-34"
+            ],
+            [],
+            "? (InSe) URXL",
+            "1 0 .4"
+        ],
+        "URXR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URXR>)",
+            [
+                "interneuron",
+                "sensory"
+            ],
+            [
+                "SRA-10",
+                "PDFR-1",
+                "GCY-1",
+                "GCY-32",
+                "GCY-37",
+                "GCY-36",
+                "GCY-35",
+                "GCY-25",
+                "NPR-1",
+                "GCY-34"
+            ],
+            [],
+            "? (InSe) URXR",
+            "1 0 .4"
+        ],
+        "URYDL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URYDL>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "SER-1",
+                "PDFR-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) URYDL",
+            "1 .2 1"
+        ],
+        "URYDR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URYDR>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "SER-1",
+                "PDFR-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) URYDR",
+            "1 .2 1"
+        ],
+        "URYVL": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URYVL>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "SER-1",
+                "PDFR-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) URYVL",
+            "1 .2 1"
+        ],
+        "URYVR": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#URYVR>)",
+            [
+                "sensory"
+            ],
+            [
+                "LGC-53",
+                "SER-1",
+                "PDFR-1"
+            ],
+            [
+                "Glutamate"
+            ],
+            "+ (Se) URYVR",
+            "1 .2 1"
+        ],
+        "VA1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA1>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA1",
+            ".5 .4 1"
+        ],
+        "VA10": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA10>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA10",
+            ".5 .4 1"
+        ],
+        "VA11": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA11>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA11",
+            ".5 .4 1"
+        ],
+        "VA12": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA12>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA12",
+            ".5 .4 1"
+        ],
+        "VA2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA2>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA2",
+            ".5 .4 1"
+        ],
+        "VA3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA3>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA3",
+            ".5 .4 1"
+        ],
+        "VA4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA4>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA4",
+            ".5 .4 1"
+        ],
+        "VA5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA5>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA5",
+            ".5 .4 1"
+        ],
+        "VA6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA6>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA6",
+            ".5 .4 1"
+        ],
+        "VA7": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA7>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA7",
+            ".5 .4 1"
+        ],
+        "VA8": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA8>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA8",
+            ".5 .4 1"
+        ],
+        "VA9": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VA9>)",
+            [
+                "motor"
+            ],
+            [
+                "DOP-1",
+                "CKR-2",
+                "DOP-3",
+                "LGC-53",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VA9",
+            ".5 .4 1"
+        ],
+        "VB1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB1>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB1",
+            ".5 .4 1"
+        ],
+        "VB10": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB10>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB10",
+            ".5 .4 1"
+        ],
+        "VB11": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB11>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB11",
+            ".5 .4 1"
+        ],
+        "VB2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB2>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB2",
+            ".5 .4 1"
+        ],
+        "VB3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB3>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB3",
+            ".5 .4 1"
+        ],
+        "VB4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB4>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB4",
+            ".5 .4 1"
+        ],
+        "VB5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB5>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB5",
+            ".5 .4 1"
+        ],
+        "VB6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB6>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB6",
+            ".5 .4 1"
+        ],
+        "VB7": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB7>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB7",
+            ".5 .4 1"
+        ],
+        "VB8": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB8>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB8",
+            ".5 .4 1"
+        ],
+        "VB9": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VB9>)",
+            [
+                "motor",
+                "sensory"
+            ],
+            [
+                "CKR-2",
+                "DOP-3",
+                "DOP-1",
+                "NPR-3"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (MoSe) VB9",
+            ".5 .4 1"
+        ],
+        "VC1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VC1>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VC1",
+            ".5 .4 1"
+        ],
+        "VC2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VC2>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VC2",
+            ".5 .4 1"
+        ],
+        "VC3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VC3>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VC3",
+            ".5 .4 1"
+        ],
+        "VC4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VC4>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-5"
+            ],
+            [
+                "Acetylcholine",
+                "Serotonin"
+            ],
+            "+ (Mo) VC4",
+            ".5 .4 1"
+        ],
+        "VC5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VC5>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-5"
+            ],
+            [
+                "Acetylcholine",
+                "Serotonin"
+            ],
+            "+ (Mo) VC5",
+            ".5 .4 1"
+        ],
+        "VC6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VC6>)",
+            [
+                "motor"
+            ],
+            [
+                "GLR-5"
+            ],
+            [
+                "Acetylcholine"
+            ],
+            "+ (Mo) VC6",
+            ".5 .4 1"
+        ],
+        "VD1": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD1>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD1",
+            ".5 .4 1"
+        ],
+        "VD10": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD10>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD10",
+            ".5 .4 1"
+        ],
+        "VD11": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD11>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD11",
+            ".5 .4 1"
+        ],
+        "VD12": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD12>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD12",
+            ".5 .4 1"
+        ],
+        "VD13": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD13>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD13",
+            ".5 .4 1"
+        ],
+        "VD2": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD2>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD2",
+            ".5 .4 1"
+        ],
+        "VD3": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD3>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD3",
+            ".5 .4 1"
+        ],
+        "VD4": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD4>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD4",
+            ".5 .4 1"
+        ],
+        "VD5": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD5>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD5",
+            ".5 .4 1"
+        ],
+        "VD6": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD6>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD6",
+            ".5 .4 1"
+        ],
+        "VD7": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD7>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD7",
+            ".5 .4 1"
+        ],
+        "VD8": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD8>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD8",
+            ".5 .4 1"
+        ],
+        "VD9": [
+            "Neuron(<http://data.openworm.org/sci/bio/Neuron#VD9>)",
+            [
+                "motor"
+            ],
+            [
+                "NPR-1",
+                "MOD-1",
+                "DOP-3",
+                "SER-2"
+            ],
+            [
+                "GABA"
+            ],
+            "- (Mo) VD9",
+            ".5 .4 1"
+        ]
+    }
+}
\ No newline at end of file

From 3a233d51bc1545019aa4f4c2ce8cc4663c42fc50 Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Thu, 29 Aug 2024 13:32:25 +0100
Subject: [PATCH 08/10] Tweak cached owmeta info

---
 c302/__init__.py            |    6 +-
 c302/data/owmeta_cache.json | 1595 ++++++++++++++++++-----------------
 2 files changed, 802 insertions(+), 799 deletions(-)

diff --git a/c302/__init__.py b/c302/__init__.py
index df0aaed3..334c054f 100755
--- a/c302/__init__.py
+++ b/c302/__init__.py
@@ -1505,12 +1505,14 @@ def main():
         
         all_info = {'neuron_info':{}, 'muscle_info':{}}
 
+
         from owmeta_core.bundle import Bundle
 
         from owmeta_core import __version__ as owc_version
         from owmeta import __version__ as owmeta_version
 
         ver_info = 'owmeta v%s (owmeta core v%s)'%(owmeta_version,owc_version)
+        all_info['comment'] = 'Information exported from '+ver_info
 
         with Bundle('openworm/owmeta-data', version=6) as bnd:
             
@@ -1519,7 +1521,7 @@ def main():
                 ani, _all_muscle_info = _get_cell_info(bnd, [n])
             
                 print('  > %s; %s'%(ani[n], _all_muscle_info))
-                all_info['neuron_info'][n] = (str(ani[n][0]),list(ani[n][1]),list(ani[n][2]),list(ani[n][3]),ani[n][4],ani[n][5])
+                all_info['neuron_info'][n] = (str(ani[n][0]),sorted(list(ani[n][1])),sorted(list(ani[n][2])),sorted(list(ani[n][3])),ani[n][4],ani[n][5])
 
             for n in PREFERRED_MUSCLE_NAMES:
 
@@ -1529,7 +1531,7 @@ def main():
                     ow_name = n[1:] if n[3]!='0' else '%s%s'%(n[1:3],n[-1])
                     print('  > %s (%s): %s; %s'%(n, ow_name, _all_neuron_info, ami))
 
-                    all_info['muscle_info'][n] = (str(ami[ow_name][0]),list(ami[ow_name][1]),list(ami[ow_name][2]),list(ami[ow_name][3]),ami[ow_name][4],ami[ow_name][5])
+                    all_info['muscle_info'][n] = (str(ami[ow_name][0]),sorted(list(ami[ow_name][1])),sorted(list(ami[ow_name][2])),sorted(list(ami[ow_name][3])),ami[ow_name][4],ami[ow_name][5])
 
         import json
 
diff --git a/c302/data/owmeta_cache.json b/c302/data/owmeta_cache.json
index ae47c214..ebc9abc1 100644
--- a/c302/data/owmeta_cache.json
+++ b/c302/data/owmeta_cache.json
@@ -1,4 +1,5 @@
 {
+    "comment": "Information exported from owmeta v0.12.3 (owmeta core v0.13.5)",
     "muscle_info": {
         "MDL01": [
             "BodyWallMuscle(<http://data.openworm.org/sci/bio/BodyWallMuscle#DL1>)",
@@ -792,12 +793,12 @@
                 "sensory"
             ],
             [
-                "OCTR-1",
+                "ACR-16",
+                "DOP-2",
                 "EXP-1",
+                "OCTR-1",
                 "TRP-4",
-                "ACR-16",
-                "TYRA-3",
-                "DOP-2"
+                "TYRA-3"
             ],
             [
                 "Dopamine"
@@ -811,12 +812,12 @@
                 "sensory"
             ],
             [
-                "OCTR-1",
+                "ACR-16",
+                "DOP-2",
                 "EXP-1",
+                "OCTR-1",
                 "TRP-4",
-                "ACR-16",
-                "TYRA-3",
-                "DOP-2"
+                "TYRA-3"
             ],
             [
                 "Dopamine"
@@ -830,16 +831,16 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "TMC-1",
-                "SRB-6",
+                "MGL-3",
                 "NPR-2",
+                "NPR-5",
                 "NTR-1",
-                "MGL-3",
                 "NTR-2",
                 "OCR-2",
-                "NPR-5",
-                "SRD-1"
+                "OSM-9",
+                "SRB-6",
+                "SRD-1",
+                "TMC-1"
             ],
             [
                 "Serotonin"
@@ -853,16 +854,16 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "TMC-1",
-                "SRB-6",
+                "MGL-3",
                 "NPR-2",
+                "NPR-5",
                 "NTR-1",
-                "MGL-3",
                 "NTR-2",
                 "OCR-2",
-                "NPR-5",
-                "SRD-1"
+                "OSM-9",
+                "SRB-6",
+                "SRD-1",
+                "TMC-1"
             ],
             [
                 "Serotonin"
@@ -876,21 +877,21 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "SRI-51",
-                "TMC-1",
                 "GCY-21",
-                "SRB-6",
-                "SER-6",
                 "NTR-1",
-                "SRO-1",
-                "TYRA-3",
+                "NTR-2",
                 "OCR-1",
                 "OCR-2",
-                "SRH-220",
+                "OSM-9",
+                "SER-6",
+                "SRB-6",
                 "SRE-1",
-                "NTR-2",
-                "SRH-132"
+                "SRH-132",
+                "SRH-220",
+                "SRI-51",
+                "SRO-1",
+                "TMC-1",
+                "TYRA-3"
             ],
             [],
             "? (Se) ADLL",
@@ -902,21 +903,21 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "SRI-51",
-                "TMC-1",
                 "GCY-21",
-                "SRB-6",
-                "SER-6",
                 "NTR-1",
-                "SRO-1",
-                "TYRA-3",
+                "NTR-2",
                 "OCR-1",
                 "OCR-2",
-                "SRH-220",
+                "OSM-9",
+                "SER-6",
+                "SRB-6",
                 "SRE-1",
-                "NTR-2",
-                "SRH-132"
+                "SRH-132",
+                "SRH-220",
+                "SRI-51",
+                "SRO-1",
+                "TMC-1",
+                "TYRA-3"
             ],
             [],
             "? (Se) ADLR",
@@ -928,12 +929,12 @@
                 "sensory"
             ],
             [
+                "GCY-18",
                 "GCY-23",
-                "TMC-1",
                 "GCY-29",
-                "TYRA-3",
-                "GCY-18",
-                "GCY-8"
+                "GCY-8",
+                "TMC-1",
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -947,12 +948,12 @@
                 "sensory"
             ],
             [
+                "GCY-18",
                 "GCY-23",
-                "TMC-1",
                 "GCY-29",
-                "TYRA-3",
-                "GCY-18",
-                "GCY-8"
+                "GCY-8",
+                "TMC-1",
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -966,16 +967,16 @@
                 "interneuron"
             ],
             [
-                "SRA-11",
+                "GCY-28",
                 "GLC-3",
-                "MOD-1",
+                "GLR-2",
                 "MGL-1",
-                "SCD-2",
+                "MOD-1",
                 "NPR-11",
-                "NTR-2",
-                "GCY-28",
                 "NPR-5",
-                "GLR-2"
+                "NTR-2",
+                "SCD-2",
+                "SRA-11"
             ],
             [
                 "Acetylcholine"
@@ -989,16 +990,16 @@
                 "interneuron"
             ],
             [
-                "SRA-11",
+                "GCY-28",
                 "GLC-3",
-                "MOD-1",
+                "GLR-2",
                 "MGL-1",
-                "SCD-2",
+                "MOD-1",
                 "NPR-11",
-                "NTR-2",
-                "GCY-28",
                 "NPR-5",
-                "GLR-2"
+                "NTR-2",
+                "SCD-2",
+                "SRA-11"
             ],
             [
                 "Acetylcholine"
@@ -1012,13 +1013,13 @@
                 "interneuron"
             ],
             [
-                "SER-4",
-                "MOD-1",
                 "GGR-1",
                 "GLR-1",
+                "GLR-2",
                 "GLR-5",
                 "MGL-2",
-                "GLR-2"
+                "MOD-1",
+                "SER-4"
             ],
             [
                 "Glutamate"
@@ -1032,14 +1033,14 @@
                 "interneuron"
             ],
             [
-                "SER-1",
-                "SER-4",
-                "MOD-1",
                 "GGR-1",
                 "GLR-1",
+                "GLR-2",
                 "GLR-5",
                 "MGL-2",
-                "GLR-2"
+                "MOD-1",
+                "SER-1",
+                "SER-4"
             ],
             [],
             "? (In) AIBR",
@@ -1051,13 +1052,13 @@
                 "interneuron"
             ],
             [
+                "GCY-18",
                 "LGC-53",
-                "TYRA-3",
-                "GCY-18"
+                "TYRA-3"
             ],
             [
-                "Serotonin",
-                "Glutamate"
+                "Glutamate",
+                "Serotonin"
             ],
             "+ (In) AIML",
             "1 0 .4"
@@ -1068,13 +1069,13 @@
                 "interneuron"
             ],
             [
+                "GCY-18",
                 "LGC-53",
-                "TYRA-3",
-                "GCY-18"
+                "TYRA-3"
             ],
             [
-                "Serotonin",
-                "Glutamate"
+                "Glutamate",
+                "Serotonin"
             ],
             "+ (In) AIMR",
             "1 0 .4"
@@ -1109,20 +1110,20 @@
                 "interneuron"
             ],
             [
-                "SRA-11",
                 "ACR-14",
+                "C50F7.1",
+                "CKR-2",
+                "GAR-2",
                 "GCY-1",
-                "OCTR-1",
+                "GLC-3",
                 "LGC-38",
-                "MOD-1",
-                "GAR-2",
                 "MGL-1",
-                "CKR-2",
-                "C50F7.1",
-                "NPR-14",
+                "MOD-1",
                 "NPR-11",
+                "NPR-14",
+                "OCTR-1",
                 "SER-2",
-                "GLC-3"
+                "SRA-11"
             ],
             [
                 "Acetylcholine"
@@ -1136,20 +1137,20 @@
                 "interneuron"
             ],
             [
-                "SRA-11",
                 "ACR-14",
+                "C50F7.1",
+                "CKR-2",
+                "GAR-2",
                 "GCY-1",
-                "OCTR-1",
+                "GLC-3",
                 "LGC-38",
-                "MOD-1",
-                "GAR-2",
                 "MGL-1",
-                "CKR-2",
-                "C50F7.1",
-                "NPR-14",
+                "MOD-1",
                 "NPR-11",
+                "NPR-14",
+                "OCTR-1",
                 "SER-2",
-                "GLC-3"
+                "SRA-11"
             ],
             [
                 "Acetylcholine"
@@ -1163,8 +1164,8 @@
                 "interneuron"
             ],
             [
-                "NPR-2",
                 "MOD-1",
+                "NPR-2",
                 "SER-2"
             ],
             [
@@ -1179,8 +1180,8 @@
                 "interneuron"
             ],
             [
-                "NPR-2",
                 "MOD-1",
+                "NPR-2",
                 "SER-2"
             ],
             [
@@ -1195,9 +1196,9 @@
                 "interneuron"
             ],
             [
-                "SRA-10",
                 "ACR-13",
-                "ACR-4"
+                "ACR-4",
+                "SRA-10"
             ],
             [],
             "? (In) ALA",
@@ -1209,24 +1210,24 @@
                 "sensory"
             ],
             [
-                "MEC-2",
-                "PDFR-1",
+                "ASIC-1",
+                "DEG-3",
                 "DEGT-1",
-                "STR-33",
-                "LGC-55",
-                "GAB-1",
+                "DEL-1",
                 "DES-2",
-                "MEC-10",
-                "LGC-37",
                 "DOP-1",
-                "TYRA-2",
+                "GAB-1",
+                "GLR-8",
+                "LGC-37",
+                "LGC-55",
+                "MEC-10",
+                "MEC-2",
                 "MEC-4",
-                "DEG-3",
-                "MEC-9",
-                "ASIC-1",
                 "MEC-6",
-                "DEL-1",
-                "GLR-8"
+                "MEC-9",
+                "PDFR-1",
+                "STR-33",
+                "TYRA-2"
             ],
             [
                 "Glutamate"
@@ -1240,24 +1241,24 @@
                 "sensory"
             ],
             [
-                "MEC-2",
-                "PDFR-1",
+                "ASIC-1",
+                "DEG-3",
                 "DEGT-1",
-                "STR-33",
-                "LGC-55",
-                "GAB-1",
+                "DEL-1",
                 "DES-2",
-                "MEC-10",
-                "LGC-37",
                 "DOP-1",
-                "TYRA-2",
+                "GAB-1",
+                "GLR-8",
+                "LGC-37",
+                "LGC-55",
+                "MEC-10",
+                "MEC-2",
                 "MEC-4",
-                "DEG-3",
-                "MEC-9",
-                "ASIC-1",
                 "MEC-6",
-                "DEL-1",
-                "GLR-8"
+                "MEC-9",
+                "PDFR-1",
+                "STR-33",
+                "TYRA-2"
             ],
             [
                 "Glutamate"
@@ -1271,9 +1272,9 @@
                 "sensory"
             ],
             [
-                "SER-2",
+                "DOP-1",
                 "LGC-55",
-                "DOP-1"
+                "SER-2"
             ],
             [
                 "Acetylcholine"
@@ -1287,9 +1288,9 @@
                 "sensory"
             ],
             [
-                "SER-2",
+                "DOP-1",
                 "LGC-55",
-                "DOP-1"
+                "SER-2"
             ],
             [
                 "Acetylcholine"
@@ -1303,14 +1304,14 @@
                 "sensory"
             ],
             [
-                "NLP-37",
+                "GCY-25",
                 "GCY-32",
-                "GCY-37",
-                "GCY-36",
+                "GCY-34",
                 "GCY-35",
-                "GCY-25",
-                "NPR-1",
-                "GCY-34"
+                "GCY-36",
+                "GCY-37",
+                "NLP-37",
+                "NPR-1"
             ],
             [
                 "Glutamate"
@@ -1325,13 +1326,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1346,13 +1347,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1367,13 +1368,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1388,13 +1389,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1409,13 +1410,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1430,13 +1431,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1451,13 +1452,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1472,13 +1473,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1493,13 +1494,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1514,13 +1515,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1535,13 +1536,13 @@
             ],
             [
                 "ACR-14",
-                "UNC-63",
-                "DOP-1",
+                "ACR-15",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-46",
-                "ACR-15",
-                "NPR-3"
+                "NPR-3",
+                "UNC-63"
             ],
             [
                 "Acetylcholine"
@@ -1555,28 +1556,28 @@
                 "sensory"
             ],
             [
-                "GCY-29",
                 "DEL-3",
-                "NPR-15",
-                "SRD-33",
-                "GCY-6",
-                "NPR-5",
-                "GCY-20",
-                "MGL-3",
-                "SRG-30",
+                "DEL-4",
+                "DOP-3",
+                "DOP-5",
+                "GCY-14",
                 "GCY-19",
+                "GCY-20",
+                "GCY-29",
+                "GCY-6",
                 "GCY-7",
-                "GCY-14",
-                "TMC-1",
-                "TRPA-2",
-                "NTR-1",
-                "DOP-3",
-                "SRAB-14",
+                "MGL-3",
                 "NPR-1",
-                "DOP-5",
+                "NPR-15",
+                "NPR-5",
+                "NTR-1",
                 "OSM-9",
-                "DEL-4",
+                "SRAB-14",
+                "SRD-33",
+                "SRG-30",
                 "SRX-76",
+                "TMC-1",
+                "TRPA-2",
                 "TYRA-2"
             ],
             [
@@ -1591,32 +1592,32 @@
                 "sensory"
             ],
             [
-                "GCY-29",
+                "DAF-2",
                 "DEL-3",
-                "NPR-15",
-                "GCY-4",
-                "SRD-33",
-                "GCY-3",
-                "TRP-2",
-                "NPR-5",
+                "DEL-4",
+                "DOP-3",
+                "DOP-5",
                 "GCY-1",
-                "MGL-3",
-                "SRG-30",
                 "GCY-19",
-                "DAF-2",
-                "TMC-1",
                 "GCY-22",
-                "TRPA-2",
-                "NTR-1",
-                "DOP-3",
-                "SRAB-14",
+                "GCY-29",
+                "GCY-3",
+                "GCY-4",
+                "GCY-5",
+                "MGL-3",
                 "NPR-1",
-                "DOP-5",
+                "NPR-15",
+                "NPR-5",
+                "NTR-1",
                 "OSM-9",
-                "DEL-4",
+                "SRAB-14",
+                "SRD-33",
+                "SRG-30",
                 "SRX-76",
-                "TYRA-2",
-                "GCY-5"
+                "TMC-1",
+                "TRP-2",
+                "TRPA-2",
+                "TYRA-2"
             ],
             [
                 "Glutamate"
@@ -1630,18 +1631,18 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "GCY-15",
                 "DOP-4",
+                "GCY-15",
                 "GCY-21",
-                "NPR-15",
-                "TYRA-2",
                 "NPR-1",
-                "NPR-5"
+                "NPR-15",
+                "NPR-5",
+                "OSM-9",
+                "TYRA-2"
             ],
             [
-                "Serotonin",
-                "Glutamate"
+                "Glutamate",
+                "Serotonin"
             ],
             "+ (Se) ASGL",
             "1 .2 1"
@@ -1652,18 +1653,18 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "GCY-15",
                 "DOP-4",
+                "GCY-15",
                 "GCY-21",
-                "NPR-15",
-                "TYRA-2",
                 "NPR-1",
-                "NPR-5"
+                "NPR-15",
+                "NPR-5",
+                "OSM-9",
+                "TYRA-2"
             ],
             [
-                "Serotonin",
-                "Glutamate"
+                "Glutamate",
+                "Serotonin"
             ],
             "+ (Se) ASGR",
             "1 .2 1"
@@ -1674,23 +1675,23 @@
                 "sensory"
             ],
             [
-                "OSM-9",
+                "DCAR-1",
                 "DOP-4",
-                "OCTR-1",
-                "TMC-1",
-                "SRB-6",
-                "NPR-2",
                 "NPR-1",
-                "SER-3",
+                "NPR-2",
                 "NTR-1",
-                "UNC-8",
-                "DCAR-1",
+                "NTR-2",
+                "OCR-2",
+                "OCTR-1",
+                "OSM-9",
+                "SER-3",
                 "SER-5",
+                "SRA-6",
+                "SRB-6",
+                "TMC-1",
                 "TRPA-1",
                 "TYRA-2",
-                "NTR-2",
-                "SRA-6",
-                "OCR-2"
+                "UNC-8"
             ],
             [
                 "Glutamate"
@@ -1704,23 +1705,23 @@
                 "sensory"
             ],
             [
-                "OSM-9",
+                "DCAR-1",
                 "DOP-4",
-                "OCTR-1",
-                "TMC-1",
-                "SRB-6",
-                "NPR-2",
                 "NPR-1",
-                "SER-3",
+                "NPR-2",
                 "NTR-1",
-                "UNC-8",
-                "DCAR-1",
+                "NTR-2",
+                "OCR-2",
+                "OCTR-1",
+                "OSM-9",
+                "SER-3",
                 "SER-5",
+                "SRA-6",
+                "SRB-6",
+                "TMC-1",
                 "TRPA-1",
                 "TYRA-2",
-                "NTR-2",
-                "SRA-6",
-                "OCR-2"
+                "UNC-8"
             ],
             [
                 "Glutamate"
@@ -1734,23 +1735,23 @@
                 "sensory"
             ],
             [
-                "NPR-17",
-                "STR-2",
-                "OCTR-1",
-                "GCY-1",
+                "DAF-11",
                 "DAF-37",
                 "DAF-38",
-                "SER-6",
-                "GCY-2",
-                "STR-3",
                 "DCAR-1",
-                "NPR-15",
-                "SRD-1",
-                "TYRA-2",
+                "GCY-1",
+                "GCY-2",
+                "GCY-27",
                 "GCY-3",
-                "DAF-11",
+                "NPR-15",
+                "NPR-17",
                 "NPR-5",
-                "GCY-27"
+                "OCTR-1",
+                "SER-6",
+                "SRD-1",
+                "STR-2",
+                "STR-3",
+                "TYRA-2"
             ],
             [],
             "? (Se) ASIL",
@@ -1762,23 +1763,23 @@
                 "sensory"
             ],
             [
-                "NPR-17",
-                "STR-2",
-                "OCTR-1",
-                "GCY-1",
+                "DAF-11",
                 "DAF-37",
                 "DAF-38",
-                "SER-6",
-                "GCY-2",
-                "STR-3",
                 "DCAR-1",
-                "NPR-15",
-                "SRD-1",
-                "TYRA-2",
+                "GCY-1",
+                "GCY-2",
+                "GCY-27",
                 "GCY-3",
-                "DAF-11",
+                "NPR-15",
+                "NPR-17",
                 "NPR-5",
-                "GCY-27"
+                "OCTR-1",
+                "SER-6",
+                "SRD-1",
+                "STR-2",
+                "STR-3",
+                "TYRA-2"
             ],
             [],
             "? (Se) ASIR",
@@ -1791,9 +1792,9 @@
             ],
             [
                 "DAF-11",
-                "SRE-1",
+                "NPR-5",
                 "OSM-9",
-                "NPR-5"
+                "SRE-1"
             ],
             [],
             "? (Se) ASJL",
@@ -1806,9 +1807,9 @@
             ],
             [
                 "DAF-11",
-                "SRE-1",
+                "NPR-5",
                 "OSM-9",
-                "NPR-5"
+                "SRE-1"
             ],
             [],
             "? (Se) ASJR",
@@ -1820,15 +1821,15 @@
                 "sensory"
             ],
             [
+                "DAF-11",
+                "DOP-3",
+                "NPR-5",
                 "OSM-9",
                 "SRA-7",
-                "SRG-8",
-                "TYRA-3",
                 "SRA-9",
-                "DOP-3",
-                "DAF-11",
-                "NPR-5",
-                "SRG-2"
+                "SRG-2",
+                "SRG-8",
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -1842,15 +1843,15 @@
                 "sensory"
             ],
             [
+                "DAF-11",
+                "DOP-3",
+                "NPR-5",
                 "OSM-9",
                 "SRA-7",
-                "SRG-8",
-                "TYRA-3",
                 "SRA-9",
-                "DOP-3",
-                "DAF-11",
-                "NPR-5",
-                "SRG-2"
+                "SRG-2",
+                "SRG-8",
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -1864,12 +1865,12 @@
                 "interneuron"
             ],
             [
-                "NPR-1",
-                "TYRA-3",
                 "DOP-1",
-                "SER-2",
                 "GLR-4",
-                "NPR-5"
+                "NPR-1",
+                "NPR-5",
+                "SER-2",
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -1883,12 +1884,12 @@
                 "interneuron"
             ],
             [
-                "NPR-1",
-                "TYRA-3",
                 "DOP-1",
-                "SER-2",
                 "GLR-4",
-                "NPR-5"
+                "NPR-1",
+                "NPR-5",
+                "SER-2",
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -1902,15 +1903,15 @@
                 "interneuron"
             ],
             [
-                "UNC-8",
+                "GGR-3",
                 "GLR-1",
+                "GLR-2",
                 "GLR-4",
-                "GGR-3",
-                "NPR-4",
                 "GLR-5",
-                "NMR-2",
                 "NMR-1",
-                "GLR-2"
+                "NMR-2",
+                "NPR-4",
+                "UNC-8"
             ],
             [],
             "? (In) AVAL",
@@ -1922,15 +1923,15 @@
                 "interneuron"
             ],
             [
-                "UNC-8",
+                "GGR-3",
                 "GLR-1",
+                "GLR-2",
                 "GLR-4",
-                "GGR-3",
-                "NPR-4",
                 "GLR-5",
-                "NMR-2",
                 "NMR-1",
-                "GLR-2"
+                "NMR-2",
+                "NPR-4",
+                "UNC-8"
             ],
             [],
             "? (In) AVAR",
@@ -1942,12 +1943,12 @@
                 "interneuron"
             ],
             [
-                "SRA-11",
-                "LGC-55",
-                "UNC-8",
                 "GGR-3",
                 "GLR-1",
-                "GLR-5"
+                "GLR-5",
+                "LGC-55",
+                "SRA-11",
+                "UNC-8"
             ],
             [],
             "? (In) AVBL",
@@ -1959,12 +1960,12 @@
                 "interneuron"
             ],
             [
-                "SRA-11",
-                "LGC-55",
-                "UNC-8",
                 "GGR-3",
                 "GLR-1",
-                "GLR-5"
+                "GLR-5",
+                "LGC-55",
+                "SRA-11",
+                "UNC-8"
             ],
             [],
             "? (In) AVBR",
@@ -1976,13 +1977,13 @@
                 "interneuron"
             ],
             [
-                "PDFR-1",
-                "UNC-8",
                 "GLR-1",
+                "GLR-2",
                 "GLR-5",
-                "NMR-2",
                 "NMR-1",
-                "GLR-2"
+                "NMR-2",
+                "PDFR-1",
+                "UNC-8"
             ],
             [],
             "? (In) AVDL",
@@ -1994,13 +1995,13 @@
                 "interneuron"
             ],
             [
-                "PDFR-1",
-                "UNC-8",
                 "GLR-1",
+                "GLR-2",
                 "GLR-5",
-                "NMR-2",
                 "NMR-1",
-                "GLR-2"
+                "NMR-2",
+                "PDFR-1",
+                "UNC-8"
             ],
             [],
             "? (In) AVDR",
@@ -2012,12 +2013,12 @@
                 "interneuron"
             ],
             [
-                "GLR-1",
                 "FRPR-4",
+                "GLR-1",
+                "GLR-2",
                 "GLR-5",
-                "NMR-2",
                 "NMR-1",
-                "GLR-2"
+                "NMR-2"
             ],
             [],
             "? (In) AVEL",
@@ -2029,12 +2030,12 @@
                 "interneuron"
             ],
             [
-                "GLR-1",
                 "FRPR-4",
+                "GLR-1",
+                "GLR-2",
                 "GLR-5",
-                "NMR-2",
                 "NMR-1",
-                "GLR-2"
+                "NMR-2"
             ],
             [],
             "? (In) AVER",
@@ -2072,13 +2073,13 @@
                 "interneuron"
             ],
             [
-                "NPR-17",
-                "GLR-1",
                 "DEG-3",
-                "NTR-2",
-                "NMR-2",
+                "GLR-1",
+                "GLR-2",
                 "NMR-1",
-                "GLR-2"
+                "NMR-2",
+                "NPR-17",
+                "NTR-2"
             ],
             [],
             "? (In) AVG",
@@ -2090,8 +2091,8 @@
                 "interneuron"
             ],
             [
-                "GLR-4",
                 "GGR-1",
+                "GLR-4",
                 "SER-2"
             ],
             [],
@@ -2104,8 +2105,8 @@
                 "interneuron"
             ],
             [
-                "GLR-4",
                 "GGR-1",
+                "GLR-4",
                 "SER-2"
             ],
             [],
@@ -2165,8 +2166,8 @@
         "AVL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#AVL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "DOP-4"
@@ -2183,9 +2184,9 @@
                 "sensory"
             ],
             [
-                "PDFR-1",
                 "DOP-1",
-                "LGC-55"
+                "LGC-55",
+                "PDFR-1"
             ],
             [
                 "Glutamate"
@@ -2199,11 +2200,11 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "ODR-10",
+                "NPR-5",
                 "OCR-1",
                 "OCR-2",
-                "NPR-5"
+                "ODR-10",
+                "OSM-9"
             ],
             [],
             "? (Se) AWAL",
@@ -2215,11 +2216,11 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "ODR-10",
+                "NPR-5",
                 "OCR-1",
                 "OCR-2",
-                "NPR-5"
+                "ODR-10",
+                "OSM-9"
             ],
             [],
             "? (Se) AWAR",
@@ -2231,11 +2232,11 @@
                 "sensory"
             ],
             [
-                "SER-6",
-                "SER-5",
-                "NPR-5",
                 "AEX-2",
                 "DAF-11",
+                "NPR-5",
+                "SER-5",
+                "SER-6",
                 "STR-1"
             ],
             [],
@@ -2248,11 +2249,11 @@
                 "sensory"
             ],
             [
-                "SER-6",
-                "SER-5",
-                "NPR-5",
                 "AEX-2",
                 "DAF-11",
+                "NPR-5",
+                "SER-5",
+                "SER-6",
                 "STR-1"
             ],
             [],
@@ -2266,9 +2267,9 @@
             ],
             [
                 "DAF-11",
-                "TYRA-3",
+                "OSM-9",
                 "STR-2",
-                "OSM-9"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -2283,9 +2284,9 @@
             ],
             [
                 "DAF-11",
-                "TYRA-3",
+                "OSM-9",
                 "STR-2",
-                "OSM-9"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -2299,9 +2300,9 @@
                 "sensory"
             ],
             [
+                "GCY-33",
                 "NPR-4",
-                "TYRA-3",
-                "GCY-33"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -2315,9 +2316,9 @@
                 "sensory"
             ],
             [
+                "GCY-33",
                 "NPR-4",
-                "TYRA-3",
-                "GCY-33"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -2331,9 +2332,9 @@
                 "interneuron"
             ],
             [
+                "GLR-8",
                 "NPR-4",
                 "NTR-1",
-                "GLR-8",
                 "SER-2"
             ],
             [],
@@ -2346,9 +2347,9 @@
                 "interneuron"
             ],
             [
+                "GLR-8",
                 "NPR-4",
                 "NTR-1",
-                "GLR-8",
                 "SER-2"
             ],
             [],
@@ -2363,9 +2364,9 @@
             [
                 "DOP-4",
                 "GGR-2",
-                "TYRA-2",
+                "LGC-53",
                 "SER-2",
-                "LGC-53"
+                "TYRA-2"
             ],
             [],
             "? () CANL",
@@ -2379,9 +2380,9 @@
             [
                 "DOP-4",
                 "GGR-2",
-                "TYRA-2",
+                "LGC-53",
                 "SER-2",
-                "LGC-53"
+                "TYRA-2"
             ],
             [],
             "? () CANR",
@@ -2393,9 +2394,9 @@
                 "sensory"
             ],
             [
+                "DOP-2",
                 "OCTR-1",
-                "TYRA-3",
-                "DOP-2"
+                "TYRA-3"
             ],
             [
                 "Dopamine"
@@ -2409,9 +2410,9 @@
                 "sensory"
             ],
             [
+                "DOP-2",
                 "OCTR-1",
-                "TYRA-3",
-                "DOP-2"
+                "TYRA-3"
             ],
             [
                 "Dopamine"
@@ -2425,9 +2426,9 @@
                 "sensory"
             ],
             [
+                "DOP-2",
                 "OCTR-1",
-                "TYRA-3",
-                "DOP-2"
+                "TYRA-3"
             ],
             [
                 "Dopamine"
@@ -2441,9 +2442,9 @@
                 "sensory"
             ],
             [
+                "DOP-2",
                 "OCTR-1",
-                "TYRA-3",
-                "DOP-2"
+                "TYRA-3"
             ],
             [
                 "Dopamine"
@@ -2457,12 +2458,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2476,12 +2477,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2495,12 +2496,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2514,12 +2515,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2533,12 +2534,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2552,12 +2553,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2571,12 +2572,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2590,12 +2591,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2609,12 +2610,12 @@
                 "motor"
             ],
             [
-                "UNC-8",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
+                "NPR-3",
                 "SER-2",
-                "NPR-3"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -2629,8 +2630,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -2645,11 +2646,11 @@
                 "motor"
             ],
             [
-                "PDFR-1",
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
-                "NPR-3"
+                "NPR-3",
+                "PDFR-1"
             ],
             [
                 "Acetylcholine"
@@ -2664,8 +2665,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -2681,8 +2682,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -2698,8 +2699,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -2715,8 +2716,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -2732,8 +2733,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -2748,9 +2749,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
+                "DOP-3",
                 "MOD-1",
-                "DOP-3"
+                "NPR-1"
             ],
             [
                 "GABA"
@@ -2764,9 +2765,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
+                "DOP-3",
                 "MOD-1",
-                "DOP-3"
+                "NPR-1"
             ],
             [
                 "GABA"
@@ -2780,9 +2781,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
+                "DOP-3",
                 "MOD-1",
-                "DOP-3"
+                "NPR-1"
             ],
             [
                 "GABA"
@@ -2796,9 +2797,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
+                "DOP-3",
                 "MOD-1",
-                "DOP-3"
+                "NPR-1"
             ],
             [
                 "GABA"
@@ -2812,9 +2813,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
+                "DOP-3",
                 "MOD-1",
-                "DOP-3"
+                "NPR-1"
             ],
             [
                 "GABA"
@@ -2828,9 +2829,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
+                "DOP-3",
                 "MOD-1",
-                "DOP-3"
+                "NPR-1"
             ],
             [
                 "GABA"
@@ -2845,15 +2846,15 @@
                 "sensory"
             ],
             [
-                "SER-4",
-                "TRP-4",
                 "EGL-6",
-                "GGR-3",
                 "FRPR-4",
-                "SER-2",
-                "GLR-5",
+                "GGR-3",
                 "GLR-4",
-                "NMR-1"
+                "GLR-5",
+                "NMR-1",
+                "SER-2",
+                "SER-4",
+                "TRP-4"
             ],
             [
                 "Acetylcholine"
@@ -2864,8 +2865,8 @@
         "DVB": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#DVB>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [],
             [
@@ -2897,16 +2898,16 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "PDFR-1",
-                "NPR-2",
-                "DES-2",
-                "UNC-8",
-                "MEC-10",
                 "DEG-3",
-                "LGC-53",
+                "DEL-1",
+                "DES-2",
                 "GLR-4",
-                "DEL-1"
+                "LGC-53",
+                "MEC-10",
+                "NPR-2",
+                "OSM-9",
+                "PDFR-1",
+                "UNC-8"
             ],
             [
                 "Glutamate"
@@ -2920,16 +2921,16 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "PDFR-1",
-                "NPR-2",
-                "DES-2",
-                "UNC-8",
-                "MEC-10",
                 "DEG-3",
-                "LGC-53",
+                "DEL-1",
+                "DES-2",
                 "GLR-4",
-                "DEL-1"
+                "LGC-53",
+                "MEC-10",
+                "NPR-2",
+                "OSM-9",
+                "PDFR-1",
+                "UNC-8"
             ],
             [
                 "Glutamate"
@@ -2943,12 +2944,12 @@
                 "motor"
             ],
             [
-                "LGC-55",
                 "EGL-6",
                 "GAR-2",
                 "GGR-2",
                 "GLR-5",
                 "LGC-53",
+                "LGC-55",
                 "MEC-6"
             ],
             [
@@ -2963,12 +2964,12 @@
                 "motor"
             ],
             [
-                "LGC-55",
                 "EGL-6",
                 "GAR-2",
                 "GGR-2",
                 "GLR-5",
                 "LGC-53",
+                "LGC-55",
                 "MEC-6"
             ],
             [
@@ -2984,11 +2985,11 @@
                 "sensory"
             ],
             [
-                "PDFR-1",
                 "DOP-4",
                 "FRPR-4",
                 "GLR-7",
-                "GLR-8"
+                "GLR-8",
+                "PDFR-1"
             ],
             [
                 "Acetylcholine"
@@ -3003,11 +3004,11 @@
                 "sensory"
             ],
             [
-                "PDFR-1",
                 "DOP-4",
                 "FRPR-4",
                 "GLR-7",
-                "GLR-8"
+                "GLR-8",
+                "PDFR-1"
             ],
             [
                 "Acetylcholine"
@@ -3023,10 +3024,10 @@
             ],
             [
                 "DOP-4",
-                "NTR-1",
-                "SER-7",
                 "GLR-7",
-                "GLR-8"
+                "GLR-8",
+                "NTR-1",
+                "SER-7"
             ],
             [
                 "Glutamate"
@@ -3042,10 +3043,10 @@
             ],
             [
                 "DOP-4",
-                "NTR-1",
-                "SER-7",
                 "GLR-7",
-                "GLR-8"
+                "GLR-8",
+                "NTR-1",
+                "SER-7"
             ],
             [],
             "? (InSe) I2R",
@@ -3058,9 +3059,9 @@
                 "sensory"
             ],
             [
-                "SER-7",
+                "GLR-7",
                 "GLR-8",
-                "GLR-7"
+                "SER-7"
             ],
             [],
             "? (InSe) I3",
@@ -3086,8 +3087,8 @@
             ],
             [],
             [
-                "Serotonin",
-                "Glutamate"
+                "Glutamate",
+                "Serotonin"
             ],
             "+ (InSe) I5",
             "1 0 .4"
@@ -3099,9 +3100,9 @@
                 "sensory"
             ],
             [
-                "SER-7",
+                "GLR-7",
                 "GLR-8",
-                "GLR-7"
+                "SER-7"
             ],
             [
                 "Acetylcholine"
@@ -3117,9 +3118,9 @@
                 "sensory"
             ],
             [
-                "MEC-6",
-                "LGC-55",
                 "DEG-3",
+                "LGC-55",
+                "MEC-6",
                 "TRPA-1"
             ],
             [
@@ -3136,9 +3137,9 @@
                 "sensory"
             ],
             [
-                "MEC-6",
-                "LGC-55",
                 "DEG-3",
+                "LGC-55",
+                "MEC-6",
                 "TRPA-1"
             ],
             [
@@ -3155,9 +3156,9 @@
                 "sensory"
             ],
             [
-                "MEC-6",
-                "LGC-55",
                 "DEG-3",
+                "LGC-55",
+                "MEC-6",
                 "TRPA-1"
             ],
             [
@@ -3174,9 +3175,9 @@
                 "sensory"
             ],
             [
-                "MEC-6",
-                "LGC-55",
                 "DEG-3",
+                "LGC-55",
+                "MEC-6",
                 "TRPA-1"
             ],
             [
@@ -3193,9 +3194,9 @@
                 "sensory"
             ],
             [
-                "MEC-6",
-                "LGC-55",
                 "DEG-3",
+                "LGC-55",
+                "MEC-6",
                 "TRPA-1"
             ],
             [
@@ -3212,9 +3213,9 @@
                 "sensory"
             ],
             [
-                "MEC-6",
-                "LGC-55",
                 "DEG-3",
+                "LGC-55",
+                "MEC-6",
                 "TRPA-1"
             ],
             [
@@ -3229,9 +3230,9 @@
                 "sensory"
             ],
             [
+                "DES-2",
                 "LGC-53",
                 "NPR-1",
-                "DES-2",
                 "NPR-5"
             ],
             [
@@ -3246,9 +3247,9 @@
                 "sensory"
             ],
             [
+                "DES-2",
                 "LGC-53",
                 "NPR-1",
-                "DES-2",
                 "NPR-5"
             ],
             [
@@ -3263,9 +3264,9 @@
                 "sensory"
             ],
             [
+                "DES-2",
                 "LGC-53",
                 "NPR-1",
-                "DES-2",
                 "NPR-5"
             ],
             [
@@ -3280,9 +3281,9 @@
                 "sensory"
             ],
             [
+                "DES-2",
                 "LGC-53",
                 "NPR-1",
-                "DES-2",
                 "NPR-5"
             ],
             [
@@ -3297,9 +3298,9 @@
                 "sensory"
             ],
             [
+                "DES-2",
                 "LGC-53",
                 "NPR-1",
-                "DES-2",
                 "NPR-5"
             ],
             [
@@ -3314,9 +3315,9 @@
                 "sensory"
             ],
             [
+                "DES-2",
                 "LGC-53",
                 "NPR-1",
-                "DES-2",
                 "NPR-5"
             ],
             [
@@ -3331,8 +3332,8 @@
                 "interneuron"
             ],
             [
-                "SER-2",
-                "GLR-5"
+                "GLR-5",
+                "SER-2"
             ],
             [
                 "Glutamate"
@@ -3346,8 +3347,8 @@
                 "interneuron"
             ],
             [
-                "SER-2",
-                "GLR-5"
+                "GLR-5",
+                "SER-2"
             ],
             [
                 "Glutamate"
@@ -3361,9 +3362,9 @@
                 "motor"
             ],
             [
-                "SER-4",
                 "AVR-14",
-                "GLR-2"
+                "GLR-2",
+                "SER-4"
             ],
             [
                 "Acetylcholine"
@@ -3406,8 +3407,8 @@
                 "sensory"
             ],
             [
-                "NPR-1",
                 "GLR-8",
+                "NPR-1",
                 "SER-7"
             ],
             [
@@ -3423,8 +3424,8 @@
                 "sensory"
             ],
             [
-                "NPR-1",
                 "GLR-8",
+                "NPR-1",
                 "SER-7"
             ],
             [
@@ -3439,9 +3440,9 @@
                 "motor"
             ],
             [
-                "SER7b",
                 "GLR-8",
-                "SER-7"
+                "SER-7",
+                "SER7b"
             ],
             [
                 "Acetylcholine"
@@ -3471,9 +3472,9 @@
                 "sensory"
             ],
             [
-                "TYRA-2",
                 "GLR-8",
-                "SER-7"
+                "SER-7",
+                "TYRA-2"
             ],
             [
                 "Acetylcholine"
@@ -3488,9 +3489,9 @@
                 "sensory"
             ],
             [
-                "TYRA-2",
                 "GLR-8",
-                "SER-7"
+                "SER-7",
+                "TYRA-2"
             ],
             [
                 "Acetylcholine"
@@ -3501,8 +3502,8 @@
         "MI": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#MI>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [],
             [
@@ -3518,13 +3519,13 @@
                 "sensory"
             ],
             [
-                "SER-4",
                 "AEX-2",
                 "DOP-3",
-                "TYRA-2",
-                "SER-2",
                 "GLR-7",
-                "GLR-8"
+                "GLR-8",
+                "SER-2",
+                "SER-4",
+                "TYRA-2"
             ],
             [
                 "Serotonin"
@@ -3539,13 +3540,13 @@
                 "sensory"
             ],
             [
-                "SER-4",
                 "AEX-2",
                 "DOP-3",
-                "TYRA-2",
+                "GLR-7",
+                "GLR-8",
                 "SER-2",
-                "GLR-7",
-                "GLR-8"
+                "SER-4",
+                "TYRA-2"
             ],
             [
                 "Serotonin"
@@ -3590,13 +3591,13 @@
                 "sensory"
             ],
             [
+                "NPR-1",
+                "NPR-2",
+                "OCR-4",
                 "OSM-9",
                 "PDFR-1",
-                "NPR-2",
-                "TYRA-3",
                 "TRPA-1",
-                "NPR-1",
-                "OCR-4"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -3611,13 +3612,13 @@
                 "sensory"
             ],
             [
+                "NPR-1",
+                "NPR-2",
+                "OCR-4",
                 "OSM-9",
                 "PDFR-1",
-                "NPR-2",
-                "TYRA-3",
                 "TRPA-1",
-                "NPR-1",
-                "OCR-4"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -3632,13 +3633,13 @@
                 "sensory"
             ],
             [
+                "NPR-1",
+                "NPR-2",
+                "OCR-4",
                 "OSM-9",
                 "PDFR-1",
-                "NPR-2",
-                "TYRA-3",
                 "TRPA-1",
-                "NPR-1",
-                "OCR-4"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -3653,13 +3654,13 @@
                 "sensory"
             ],
             [
+                "NPR-1",
+                "NPR-2",
+                "OCR-4",
                 "OSM-9",
                 "PDFR-1",
-                "NPR-2",
-                "TYRA-3",
                 "TRPA-1",
-                "NPR-1",
-                "OCR-4"
+                "TYRA-3"
             ],
             [
                 "Glutamate"
@@ -3673,10 +3674,10 @@
                 "motor"
             ],
             [
-                "UNC-8",
+                "DOP-2",
                 "EXP-1",
                 "SER-2",
-                "DOP-2"
+                "UNC-8"
             ],
             [
                 "Acetylcholine"
@@ -3687,8 +3688,8 @@
         "PDB": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#PDB>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "UNC-8"
@@ -3731,15 +3732,15 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "PDFR-1",
-                "SRG-13",
-                "SRB-6",
-                "SER-3",
                 "GCY-12",
                 "NPR-1",
+                "NPR-5",
                 "OCR-2",
-                "NPR-5"
+                "OSM-9",
+                "PDFR-1",
+                "SER-3",
+                "SRB-6",
+                "SRG-13"
             ],
             [
                 "Glutamate"
@@ -3753,15 +3754,15 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "PDFR-1",
-                "SRG-13",
-                "SRB-6",
-                "SER-3",
                 "GCY-12",
                 "NPR-1",
+                "NPR-5",
                 "OCR-2",
-                "NPR-5"
+                "OSM-9",
+                "PDFR-1",
+                "SER-3",
+                "SRB-6",
+                "SRG-13"
             ],
             [
                 "Glutamate"
@@ -3775,17 +3776,17 @@
                 "sensory"
             ],
             [
+                "NPR-1",
+                "NPR-5",
+                "OCR-2",
                 "OSM-9",
                 "PDFR-1",
-                "SRB-6",
                 "SER-3",
-                "NPR-1",
-                "OCR-2",
-                "NPR-5"
+                "SRB-6"
             ],
             [
-                "Serotonin",
-                "Glutamate"
+                "Glutamate",
+                "Serotonin"
             ],
             "+ (Se) PHBL",
             "1 .2 1"
@@ -3796,17 +3797,17 @@
                 "sensory"
             ],
             [
+                "NPR-1",
+                "NPR-5",
+                "OCR-2",
                 "OSM-9",
                 "PDFR-1",
-                "SRB-6",
                 "SER-3",
-                "NPR-1",
-                "OCR-2",
-                "NPR-5"
+                "SRB-6"
             ],
             [
-                "Serotonin",
-                "Glutamate"
+                "Glutamate",
+                "Serotonin"
             ],
             "+ (Se) PHBR",
             "1 .2 1"
@@ -3845,15 +3846,15 @@
                 "sensory"
             ],
             [
-                "MEC-2",
-                "PDFR-1",
+                "DEG-3",
                 "DES-2",
                 "DOP-1",
+                "GLR-8",
+                "MEC-2",
                 "MEC-4",
-                "DEG-3",
-                "MEC-9",
                 "MEC-6",
-                "GLR-8"
+                "MEC-9",
+                "PDFR-1"
             ],
             [
                 "Glutamate"
@@ -3867,15 +3868,15 @@
                 "sensory"
             ],
             [
-                "MEC-2",
-                "PDFR-1",
+                "DEG-3",
                 "DES-2",
                 "DOP-1",
+                "GLR-8",
+                "MEC-2",
                 "MEC-4",
-                "DEG-3",
-                "MEC-9",
                 "MEC-6",
-                "GLR-8"
+                "MEC-9",
+                "PDFR-1"
             ],
             [
                 "Glutamate"
@@ -3919,15 +3920,15 @@
                 "sensory"
             ],
             [
-                "NPR-17",
-                "PDFR-1",
                 "DOP-4",
                 "GCY-32",
+                "GCY-35",
                 "NPR-1",
+                "NPR-17",
+                "NPR-4",
                 "NTR-1",
-                "GCY-35",
                 "NTR-2",
-                "NPR-4"
+                "PDFR-1"
             ],
             [
                 "Glutamate"
@@ -3971,20 +3972,20 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "NPR-2",
+                "DEG-3",
                 "DES-2",
-                "MEC-10",
                 "DOP-1",
-                "TRPA-1",
                 "DOP-3",
-                "TYRA-2",
-                "SER-2",
-                "MEC-9",
-                "LGC-53",
                 "GLR-4",
+                "LGC-53",
+                "MEC-10",
                 "MEC-6",
-                "DEG-3"
+                "MEC-9",
+                "NPR-2",
+                "OSM-9",
+                "SER-2",
+                "TRPA-1",
+                "TYRA-2"
             ],
             [
                 "Glutamate"
@@ -3998,20 +3999,20 @@
                 "sensory"
             ],
             [
-                "OSM-9",
-                "NPR-2",
+                "DEG-3",
                 "DES-2",
-                "MEC-10",
                 "DOP-1",
-                "TRPA-1",
                 "DOP-3",
-                "TYRA-2",
-                "SER-2",
-                "MEC-9",
-                "LGC-53",
                 "GLR-4",
+                "LGC-53",
+                "MEC-10",
                 "MEC-6",
-                "DEG-3"
+                "MEC-9",
+                "NPR-2",
+                "OSM-9",
+                "SER-2",
+                "TRPA-1",
+                "TYRA-2"
             ],
             [
                 "Glutamate"
@@ -4025,15 +4026,15 @@
                 "sensory"
             ],
             [
-                "MEC-2",
-                "PDFR-1",
+                "FRPR-4",
                 "GAR-1",
-                "UNC-8",
                 "MEC-10",
-                "FRPR-4",
+                "MEC-2",
                 "MEC-4",
+                "MEC-6",
                 "MEC-9",
-                "MEC-6"
+                "PDFR-1",
+                "UNC-8"
             ],
             [],
             "? (Se) PVM",
@@ -4042,8 +4043,8 @@
         "PVNL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVNL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [],
             [],
@@ -4053,8 +4054,8 @@
         "PVNR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#PVNR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [],
             [],
@@ -4097,17 +4098,17 @@
                 "interneuron"
             ],
             [
-                "SER-1",
+                "DOP-1",
+                "GGR-1",
+                "GLR-1",
+                "GLR-5",
                 "NPR-17",
-                "PDFR-1",
                 "NPR-2",
-                "SER-3",
                 "NTR-1",
-                "GGR-1",
-                "DOP-1",
-                "GLR-1",
                 "NTR-2",
-                "GLR-5",
+                "PDFR-1",
+                "SER-1",
+                "SER-3",
                 "SRA-6"
             ],
             [
@@ -4122,17 +4123,17 @@
                 "interneuron"
             ],
             [
-                "SER-1",
+                "DOP-1",
+                "GGR-1",
+                "GLR-1",
+                "GLR-5",
                 "NPR-17",
-                "PDFR-1",
                 "NPR-2",
-                "SER-3",
                 "NTR-1",
-                "GGR-1",
-                "DOP-1",
-                "GLR-1",
                 "NTR-2",
-                "GLR-5",
+                "PDFR-1",
+                "SER-1",
+                "SER-3",
                 "SRA-6"
             ],
             [
@@ -4163,9 +4164,9 @@
             ],
             [
                 "SER-1",
+                "SER-2",
                 "SER-4",
-                "TYRA-3",
-                "SER-2"
+                "TYRA-3"
             ],
             [],
             "? (In) PVT",
@@ -4178,8 +4179,8 @@
             ],
             [
                 "NTR-1",
-                "PDFR-1",
-                "NTR-2"
+                "NTR-2",
+                "PDFR-1"
             ],
             [
                 "Acetylcholine"
@@ -4194,8 +4195,8 @@
             ],
             [
                 "NTR-1",
-                "PDFR-1",
-                "NTR-2"
+                "NTR-2",
+                "PDFR-1"
             ],
             [
                 "Acetylcholine"
@@ -4209,10 +4210,10 @@
                 "interneuron"
             ],
             [
-                "SER-1",
                 "DOP-2",
-                "SER-2",
-                "FRPR-4"
+                "FRPR-4",
+                "SER-1",
+                "SER-2"
             ],
             [
                 "Glutamate"
@@ -4226,10 +4227,10 @@
                 "interneuron"
             ],
             [
-                "SER-1",
                 "DOP-2",
-                "SER-2",
-                "FRPR-4"
+                "FRPR-4",
+                "SER-1",
+                "SER-2"
             ],
             [
                 "Glutamate"
@@ -4243,8 +4244,8 @@
                 "interneuron"
             ],
             [
-                "SER-4",
-                "DOP-1"
+                "DOP-1",
+                "SER-4"
             ],
             [],
             "? (In) RIBL",
@@ -4256,8 +4257,8 @@
                 "interneuron"
             ],
             [
-                "SER-4",
-                "DOP-1"
+                "DOP-1",
+                "SER-4"
             ],
             [],
             "? (In) RIBR",
@@ -4269,12 +4270,12 @@
                 "interneuron"
             ],
             [
-                "SER-1",
-                "SER-6",
+                "DOP-3",
                 "MOD-1",
                 "NTR-1",
-                "DOP-3",
-                "SER-2"
+                "SER-1",
+                "SER-2",
+                "SER-6"
             ],
             [
                 "Octopamine"
@@ -4288,12 +4289,12 @@
                 "interneuron"
             ],
             [
-                "SER-1",
-                "SER-6",
+                "DOP-3",
                 "MOD-1",
                 "NTR-1",
-                "DOP-3",
-                "SER-2"
+                "SER-1",
+                "SER-2",
+                "SER-6"
             ],
             [
                 "Octopamine"
@@ -4304,13 +4305,13 @@
         "RID": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#RID>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
+                "DOP-2",
                 "MOD-1",
-                "SER-2",
-                "DOP-2"
+                "SER-2"
             ],
             [],
             "? (MoIn) RID",
@@ -4322,8 +4323,8 @@
                 "interneuron"
             ],
             [
-                "PDFR-1",
-                "NTR-2"
+                "NTR-2",
+                "PDFR-1"
             ],
             [],
             "? (In) RIFL",
@@ -4335,8 +4336,8 @@
                 "interneuron"
             ],
             [
-                "PDFR-1",
-                "NTR-2"
+                "NTR-2",
+                "PDFR-1"
             ],
             [],
             "? (In) RIFR",
@@ -4385,18 +4386,18 @@
         "RIML": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIML>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
-                "SER-4",
+                "DOP-1",
                 "MOD-1",
-                "DOP-1"
+                "SER-4"
             ],
             [
                 "Acetylcholine",
-                "Tyramine",
-                "Glutamate"
+                "Glutamate",
+                "Tyramine"
             ],
             "+ (MoIn) RIML",
             ".5 .4 1"
@@ -4404,18 +4405,18 @@
         "RIMR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIMR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
-                "SER-4",
+                "DOP-1",
                 "MOD-1",
-                "DOP-1"
+                "SER-4"
             ],
             [
                 "Acetylcholine",
-                "Tyramine",
-                "Glutamate"
+                "Glutamate",
+                "Tyramine"
             ],
             "+ (MoIn) RIMR",
             ".5 .4 1"
@@ -4456,9 +4457,9 @@
                 "interneuron"
             ],
             [
+                "DOP-1",
                 "GLR-1",
-                "SER-4",
-                "DOP-1"
+                "SER-4"
             ],
             [
                 "GABA"
@@ -4469,8 +4470,8 @@
         "RIVL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIVL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "NPR-1",
@@ -4483,8 +4484,8 @@
         "RIVR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#RIVR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "NPR-1",
@@ -4501,8 +4502,8 @@
             ],
             [
                 "GLR-1",
-                "SER-1",
-                "LGC-55"
+                "LGC-55",
+                "SER-1"
             ],
             [
                 "Acetylcholine"
@@ -4517,8 +4518,8 @@
             ],
             [
                 "GLR-1",
-                "SER-1",
-                "LGC-55"
+                "LGC-55",
+                "SER-1"
             ],
             [
                 "Acetylcholine"
@@ -4533,8 +4534,8 @@
             ],
             [
                 "GLR-1",
-                "SER-1",
-                "LGC-55"
+                "LGC-55",
+                "SER-1"
             ],
             [
                 "Acetylcholine"
@@ -4549,8 +4550,8 @@
             ],
             [
                 "GLR-1",
-                "SER-1",
-                "LGC-55"
+                "LGC-55",
+                "SER-1"
             ],
             [
                 "Acetylcholine"
@@ -4565,8 +4566,8 @@
             ],
             [
                 "GLR-1",
-                "SER-1",
-                "LGC-55"
+                "LGC-55",
+                "SER-1"
             ],
             [
                 "Acetylcholine"
@@ -4581,8 +4582,8 @@
             ],
             [
                 "GLR-1",
-                "SER-1",
-                "LGC-55"
+                "LGC-55",
+                "SER-1"
             ],
             [
                 "Acetylcholine"
@@ -4596,12 +4597,12 @@
                 "motor"
             ],
             [
-                "PDFR-1",
-                "MOD-1",
+                "AVR-15",
                 "GLR-1",
-                "SER-2",
+                "MOD-1",
                 "NTR-2",
-                "AVR-15"
+                "PDFR-1",
+                "SER-2"
             ],
             [
                 "GABA"
@@ -4615,12 +4616,12 @@
                 "motor"
             ],
             [
-                "PDFR-1",
-                "MOD-1",
+                "AVR-15",
                 "GLR-1",
-                "SER-2",
+                "MOD-1",
                 "NTR-2",
-                "AVR-15"
+                "PDFR-1",
+                "SER-2"
             ],
             [
                 "GABA"
@@ -4634,12 +4635,12 @@
                 "motor"
             ],
             [
-                "PDFR-1",
-                "MOD-1",
+                "AVR-15",
                 "GLR-1",
-                "SER-2",
+                "MOD-1",
                 "NTR-2",
-                "AVR-15"
+                "PDFR-1",
+                "SER-2"
             ],
             [
                 "GABA"
@@ -4653,12 +4654,12 @@
                 "motor"
             ],
             [
-                "PDFR-1",
-                "MOD-1",
+                "AVR-15",
                 "GLR-1",
-                "SER-2",
+                "MOD-1",
                 "NTR-2",
-                "AVR-15"
+                "PDFR-1",
+                "SER-2"
             ],
             [
                 "GABA"
@@ -4741,8 +4742,8 @@
         "SAADL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAADL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "NPR-1"
@@ -4756,8 +4757,8 @@
         "SAADR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAADR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "NPR-1"
@@ -4771,8 +4772,8 @@
         "SAAVL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAAVL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [],
             [
@@ -4784,8 +4785,8 @@
         "SAAVR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SAAVR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [],
             [
@@ -4797,8 +4798,8 @@
         "SABD": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SABD>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "NPR-2",
@@ -4813,8 +4814,8 @@
         "SABVL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SABVL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "NPR-2",
@@ -4829,8 +4830,8 @@
         "SABVR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SABVR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "NPR-2",
@@ -4849,11 +4850,11 @@
                 "sensory"
             ],
             [
-                "LGC-55",
                 "EGL-6",
-                "TYRA-3",
+                "LGC-55",
+                "NPR-1",
                 "SER-2",
-                "NPR-1"
+                "TYRA-3"
             ],
             [
                 "Acetylcholine"
@@ -4868,11 +4869,11 @@
                 "sensory"
             ],
             [
-                "LGC-55",
                 "EGL-6",
-                "TYRA-3",
+                "LGC-55",
+                "NPR-1",
                 "SER-2",
-                "NPR-1"
+                "TYRA-3"
             ],
             [
                 "Acetylcholine"
@@ -4883,15 +4884,15 @@
         "SIADL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIADL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
-                "SER-6",
-                "SER-3",
                 "DOP-2",
                 "DOP-3",
-                "SER-2"
+                "SER-2",
+                "SER-3",
+                "SER-6"
             ],
             [
                 "Acetylcholine"
@@ -4902,15 +4903,15 @@
         "SIADR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIADR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
-                "SER-6",
-                "SER-3",
                 "DOP-2",
                 "DOP-3",
-                "SER-2"
+                "SER-2",
+                "SER-3",
+                "SER-6"
             ],
             [
                 "Acetylcholine"
@@ -4921,15 +4922,15 @@
         "SIAVL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIAVL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
-                "SER-6",
-                "SER-3",
                 "DOP-2",
                 "DOP-3",
-                "SER-2"
+                "SER-2",
+                "SER-3",
+                "SER-6"
             ],
             [
                 "Acetylcholine"
@@ -4940,15 +4941,15 @@
         "SIAVR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIAVR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
-                "SER-6",
-                "SER-3",
                 "DOP-2",
                 "DOP-3",
-                "SER-2"
+                "SER-2",
+                "SER-3",
+                "SER-6"
             ],
             [
                 "Acetylcholine"
@@ -4959,8 +4960,8 @@
         "SIBDL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBDL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "DOP-2"
@@ -4974,8 +4975,8 @@
         "SIBDR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBDR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "DOP-2"
@@ -4989,8 +4990,8 @@
         "SIBVL": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBVL>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "DOP-2"
@@ -5004,8 +5005,8 @@
         "SIBVR": [
             "Neuron(<http://data.openworm.org/sci/bio/Neuron#SIBVR>)",
             [
-                "motor",
-                "interneuron"
+                "interneuron",
+                "motor"
             ],
             [
                 "DOP-2"
@@ -5211,16 +5212,16 @@
                 "sensory"
             ],
             [
-                "SRA-10",
-                "PDFR-1",
                 "GCY-1",
+                "GCY-25",
                 "GCY-32",
-                "GCY-37",
-                "GCY-36",
+                "GCY-34",
                 "GCY-35",
-                "GCY-25",
+                "GCY-36",
+                "GCY-37",
                 "NPR-1",
-                "GCY-34"
+                "PDFR-1",
+                "SRA-10"
             ],
             [],
             "? (InSe) URXL",
@@ -5233,16 +5234,16 @@
                 "sensory"
             ],
             [
-                "SRA-10",
-                "PDFR-1",
                 "GCY-1",
+                "GCY-25",
                 "GCY-32",
-                "GCY-37",
-                "GCY-36",
+                "GCY-34",
                 "GCY-35",
-                "GCY-25",
+                "GCY-36",
+                "GCY-37",
                 "NPR-1",
-                "GCY-34"
+                "PDFR-1",
+                "SRA-10"
             ],
             [],
             "? (InSe) URXR",
@@ -5255,8 +5256,8 @@
             ],
             [
                 "LGC-53",
-                "SER-1",
-                "PDFR-1"
+                "PDFR-1",
+                "SER-1"
             ],
             [
                 "Glutamate"
@@ -5271,8 +5272,8 @@
             ],
             [
                 "LGC-53",
-                "SER-1",
-                "PDFR-1"
+                "PDFR-1",
+                "SER-1"
             ],
             [
                 "Glutamate"
@@ -5287,8 +5288,8 @@
             ],
             [
                 "LGC-53",
-                "SER-1",
-                "PDFR-1"
+                "PDFR-1",
+                "SER-1"
             ],
             [
                 "Glutamate"
@@ -5303,8 +5304,8 @@
             ],
             [
                 "LGC-53",
-                "SER-1",
-                "PDFR-1"
+                "PDFR-1",
+                "SER-1"
             ],
             [
                 "Glutamate"
@@ -5318,8 +5319,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5336,8 +5337,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5354,8 +5355,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5372,8 +5373,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5390,8 +5391,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5408,8 +5409,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5426,8 +5427,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5444,8 +5445,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5462,8 +5463,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5480,8 +5481,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5498,8 +5499,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5516,8 +5517,8 @@
                 "motor"
             ],
             [
-                "DOP-1",
                 "CKR-2",
+                "DOP-1",
                 "DOP-3",
                 "LGC-53",
                 "NPR-3"
@@ -5536,8 +5537,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5554,8 +5555,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5572,8 +5573,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5590,8 +5591,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5608,8 +5609,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5626,8 +5627,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5644,8 +5645,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5662,8 +5663,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5680,8 +5681,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5698,8 +5699,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5716,8 +5717,8 @@
             ],
             [
                 "CKR-2",
-                "DOP-3",
                 "DOP-1",
+                "DOP-3",
                 "NPR-3"
             ],
             [
@@ -5818,9 +5819,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5835,9 +5836,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5852,9 +5853,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5869,9 +5870,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5886,9 +5887,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5903,9 +5904,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5920,9 +5921,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5937,9 +5938,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5954,9 +5955,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5971,9 +5972,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -5988,9 +5989,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -6005,9 +6006,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [
@@ -6022,9 +6023,9 @@
                 "motor"
             ],
             [
-                "NPR-1",
-                "MOD-1",
                 "DOP-3",
+                "MOD-1",
+                "NPR-1",
                 "SER-2"
             ],
             [

From 60e324449074f57d5adf7f431f4c09763a2394c1 Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Thu, 29 Aug 2024 13:59:15 +0100
Subject: [PATCH 09/10] Using cached info if owmeta not found

---
 c302/__init__.py                              | 150 ++++++++++--------
 c302/c302_utils.py                            |   3 +-
 .../c302_C0_Full_elec_neurons_neurons.png     | Bin 88897 -> 88897 bytes
 .../images/c302_C0_Full_exc_to_muscles.png    | Bin 70143 -> 70143 bytes
 .../images/c302_C0_Full_exc_to_neurons.png    | Bin 91205 -> 91205 bytes
 .../images/c302_C0_Full_inh_to_muscles.png    | Bin 68876 -> 68876 bytes
 .../images/c302_C0_Full_inh_to_neurons.png    | Bin 84799 -> 84799 bytes
 .../c302_C0_Muscles_elec_neurons_neurons.png  | Bin 93246 -> 93246 bytes
 .../images/c302_C0_Muscles_exc_to_muscles.png | Bin 80481 -> 80481 bytes
 .../images/c302_C0_Muscles_exc_to_neurons.png | Bin 93571 -> 93571 bytes
 .../images/c302_C0_Muscles_inh_to_muscles.png | Bin 77565 -> 77565 bytes
 .../images/c302_C0_Muscles_inh_to_neurons.png | Bin 90831 -> 90831 bytes
 ...302_C0_Oscillator_elec_neurons_neurons.png | Bin 53479 -> 53479 bytes
 .../c302_C0_Oscillator_exc_to_neurons.png     | Bin 53383 -> 53383 bytes
 .../c302_C0_Oscillator_inh_to_neurons.png     | Bin 51739 -> 51739 bytes
 ...302_C0_Pharyngeal_elec_neurons_neurons.png | Bin 56038 -> 56038 bytes
 .../c302_C0_Pharyngeal_exc_to_neurons.png     | Bin 56269 -> 56269 bytes
 .../c302_C0_Social_elec_neurons_neurons.png   | Bin 42519 -> 42519 bytes
 .../images/c302_C0_Social_exc_to_neurons.png  | Bin 42323 -> 42323 bytes
 .../c302_C0_Syns_elec_neurons_neurons.png     | Bin 41397 -> 41397 bytes
 .../images/c302_C0_Syns_exc_to_muscles.png    | Bin 29905 -> 29905 bytes
 .../images/c302_C0_Syns_exc_to_neurons.png    | Bin 41137 -> 41137 bytes
 .../images/c302_C0_Syns_inh_to_neurons.png    | Bin 40369 -> 40369 bytes
 23 files changed, 85 insertions(+), 68 deletions(-)

diff --git a/c302/__init__.py b/c302/__init__.py
index 334c054f..6044d7e7 100755
--- a/c302/__init__.py
+++ b/c302/__init__.py
@@ -37,6 +37,8 @@
 from lxml import etree
 import re
 
+import json
+
 import collections
 
 try:
@@ -69,6 +71,8 @@
 
 MUSCLE_RE = re.compile(r'M([VD][LR])(\d+)')
 
+OWMETA_CACHED_DATA_FILE = 'c302/data/owmeta_cache.json'
+
 
 def print_(msg, print_it=True): # print_it=False when not verbose
     if print_it:
@@ -449,73 +453,88 @@ def elem_in_coll_matches_conn(coll, conn):
             return True
     return False
 
+cached_owmeta_data = None
 
 def _get_cell_info(bnd, cells):
-    #print('Getting cell info for %s'%cells)
-    if bnd is None:
-        return None
+    global cached_owmeta_data
+    #print('------ Getting the cell info for %s'%cells)
     all_neuron_info = collections.OrderedDict()
     all_muscle_info = collections.OrderedDict()
-    ctx = bnd(Context)(ident="http://openworm.org/data").stored
-    # Go through our list and get the neuron object associated with each name.
-    # Store these in another list.
-    fixed_up_names = []
-    for name in cells:
-        match = is_muscle(name)
-        if match:
-            name = match.group(1) + str(int(match.group(2)))
-        fixed_up_names.append(name)
-    #fixed_up_names.remove('MANAL')
-    #fixed_up_names.remove('MVULVA')
-
-    for name in fixed_up_names:
-        cell = next(ctx(Cell).query(name=name).load(), None)
-        if cell is None:
-            #print_("No matching cell for %s" % name)
-            continue
-
-        normalized_name = cell.name()
-        short = ') %s' % normalized_name
-        color = '.5 0 0'
-        if isinstance(cell, Neuron):
-            neuron_types = cell.type()
-            if 'sensory' in neuron_types:
-                short = 'Se%s' % short
-                color = '1 .2 1'
-            if 'interneuron' in neuron_types:
-                short = 'In%s' % short
-                color = '1 0 .4'
-            if 'motor' in neuron_types:
-                short = 'Mo%s' % short
-                color = '.5 .4 1'
-
-            neurotransmitter = cell.neurotransmitter()
-        elif isinstance(cell, Muscle):
-            neuron_types = ()
-            neurotransmitter = ()
-            color = '0 0.6 0'
-            short = 'Mu%s' % short
-        else:
-            # At this point, we should only have Neurons and Muscles because the reader
-            # filters them out
-            raise Exception('Got an unexpected cell type')
-
-        short = '(%s' % short
-        receptor = cell.receptor()
-        if 'GABA' in neurotransmitter:
-            short = '- %s' % short
-        elif len(neurotransmitter) == 0:
-            short = '? %s' % short
-        else:
-            short = '+ %s' % short
 
-        info = (cell, neuron_types, receptor, neurotransmitter, short, color)
+    if bnd is None:
+        if cached_owmeta_data == None:
+            print('Loading OWMeta data from: %s'%OWMETA_CACHED_DATA_FILE)
+            with open(OWMETA_CACHED_DATA_FILE) as f:
+                cached_owmeta_data = json.load(f)
+
+        for cell in cells:
+            if is_muscle(cell):
+                all_muscle_info[cell] = cached_owmeta_data['muscle_info'][cell]
+            else:
+                all_neuron_info[cell] = cached_owmeta_data['neuron_info'][cell]
+
+    else:
+        ctx = bnd(Context)(ident="http://openworm.org/data").stored
+        # Go through our list and get the neuron object associated with each name.
+        # Store these in another list.
+        fixed_up_names = []
+        for name in cells:
+            match = is_muscle(name)
+            if match:
+                name = match.group(1) + str(int(match.group(2)))
+            fixed_up_names.append(name)
+        #fixed_up_names.remove('MANAL')
+        #fixed_up_names.remove('MVULVA')
+
+        for name in fixed_up_names:
+            cell = next(ctx(Cell).query(name=name).load(), None)
+            if cell is None:
+                #print_("No matching cell for %s" % name)
+                continue
+
+            normalized_name = cell.name()
+            short = ') %s' % normalized_name
+            color = '.5 0 0'
+            if isinstance(cell, Neuron):
+                neuron_types = cell.type()
+                if 'sensory' in neuron_types:
+                    short = 'Se%s' % short
+                    color = '1 .2 1'
+                if 'interneuron' in neuron_types:
+                    short = 'In%s' % short
+                    color = '1 0 .4'
+                if 'motor' in neuron_types:
+                    short = 'Mo%s' % short
+                    color = '.5 .4 1'
+
+                neurotransmitter = cell.neurotransmitter()
+            elif isinstance(cell, Muscle):
+                neuron_types = ()
+                neurotransmitter = ()
+                color = '0 0.6 0'
+                short = 'Mu%s' % short
+            else:
+                # At this point, we should only have Neurons and Muscles because the reader
+                # filters them out
+                raise Exception('Got an unexpected cell type')
+
+            short = '(%s' % short
+            receptor = cell.receptor()
+            if 'GABA' in neurotransmitter:
+                short = '- %s' % short
+            elif len(neurotransmitter) == 0:
+                short = '? %s' % short
+            else:
+                short = '+ %s' % short
+
+            info = (cell, neuron_types, receptor, neurotransmitter, short, color)
 
-        if isinstance(cell, Muscle):
-            all_muscle_info[cell.name()] = info
-        elif isinstance(cell, Neuron):
-            all_neuron_info[cell.name()] = info
+            if isinstance(cell, Muscle):
+                all_muscle_info[cell.name()] = info
+            elif isinstance(cell, Neuron):
+                all_neuron_info[cell.name()] = info
 
+    #print('==== Returning %s; %s'%(all_neuron_info, all_muscle_info))
     return all_neuron_info, all_muscle_info
 
 
@@ -733,13 +752,14 @@ def generate(net_id,
     cells_vs_name = c302.backers.get_adopted_cell_names()
 
     count = 0
+    bnd_ow = None
     try:
         with Bundle('openworm/owmeta-data', version=6) as bnd:
-            all_neuron_info, all_muscle_info = _get_cell_info(bnd, set(cell_names))
+            bnd_ow = bnd
     except Exception as e:
         print_('Unable to open "openworm/owmeta-data" bundle: %s' % e)
-        all_neuron_info = None
-        all_muscle_info = None
+            
+    all_neuron_info, all_muscle_info = _get_cell_info(bnd_ow, set(cell_names))
 
     for cell in cell_names:
         if cells is None or cell in cells:
@@ -1533,9 +1553,7 @@ def main():
 
                     all_info['muscle_info'][n] = (str(ami[ow_name][0]),sorted(list(ami[ow_name][1])),sorted(list(ami[ow_name][2])),sorted(list(ami[ow_name][3])),ami[ow_name][4],ami[ow_name][5])
 
-        import json
-
-        with open('c302/data/owmeta_cache.json', 'w') as fp:
+        with open(OWMETA_CACHED_DATA_FILE, 'w') as fp:
             json.dump(all_info, fp, sort_keys=True, indent=4)
 
     else:
diff --git a/c302/c302_utils.py b/c302/c302_utils.py
index b90d66cf..0ce89621 100644
--- a/c302/c302_utils.py
+++ b/c302/c302_utils.py
@@ -468,8 +468,7 @@ def generate_conn_matrix(nml_doc, save_fig_dir=None, verbose=False, figsize=defa
     except Exception as e:
         traceback.print_exc()
         c302.print_('Unable to connect to the owmeta bundle: %s\n Proceeding anyway...' % e)
-        all_neuron_info = {n:('cell?','neuron_types?', 'receptor?', 'neurotransmitter?', n, 'color?') for n in all_neurons}
-        all_muscle_info = {m:('cell?','neuron_types?', 'receptor?', 'neurotransmitter?', m, 'color?') for m in all_muscles}
+        all_neuron_info, all_muscle_info = c302._get_cell_info(None, all_cells)
 
 
     '''
diff --git a/examples/summary/images/c302_C0_Full_elec_neurons_neurons.png b/examples/summary/images/c302_C0_Full_elec_neurons_neurons.png
index e24c1f54bc29942607c8177527de6033ee3f00e7..38d630822ecc1797e74d2b8b3effa9134d87bd28 100644
GIT binary patch
delta 48
zcmX@OjrHI*)(LJ3mU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>G2V^>
E0J1s}=l}o!

delta 48
zcmX@OjrHI*)(LJ37J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#&|ml
E0K8oi_W%F@

diff --git a/examples/summary/images/c302_C0_Full_exc_to_muscles.png b/examples/summary/images/c302_C0_Full_exc_to_muscles.png
index 63a442224afdb67d16eefe9c894b257421f5095a..27738fc10166a22192f748bd7e531884a6db53d4 100644
GIT binary patch
delta 48
zcmeyrnC1UsmI-bOmU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>G0qeO
E0KnN1u>b%7

delta 48
zcmeyrnC1UsmI-bO7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#yC?D
E0LuIlzyJUM

diff --git a/examples/summary/images/c302_C0_Full_exc_to_neurons.png b/examples/summary/images/c302_C0_Full_exc_to_neurons.png
index 2da1501e410a9e8eadbd5813279eda00dc9876fa..3a54e9752cfad3cf2e1807ced3b4f30de7ffdf35 100644
GIT binary patch
delta 48
zcmX?lg7xSL)(LJ3mU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>G2TxG
E0J<d-ApigX

delta 48
zcmX?lg7xSL)(LJ37J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#&|y&
E0K`ZWFaQ7m

diff --git a/examples/summary/images/c302_C0_Full_inh_to_muscles.png b/examples/summary/images/c302_C0_Full_inh_to_muscles.png
index 01f0ed308e2ac6c1df14f376df9ffd480fa38dd5..39b3fbe3a1b888a49b5493cc61c29dfbb55b0c88 100644
GIT binary patch
delta 48
zcmeB~#nLm2WrCZ6rJjL~LPkkRL9vy-er{q(K~8>2PG*u`eo?x<35&<J#<Z<zjLUcc
Dlk^b5

delta 48
zcmeB~#nLm2WrCZ6g`R<qLPkkRL9vy-er{q(K~8>2PG*u`eo?x<>Bg<A8`HL?F)rf)
E0G<~S&;S4c

diff --git a/examples/summary/images/c302_C0_Full_inh_to_neurons.png b/examples/summary/images/c302_C0_Full_inh_to_neurons.png
index 90aa321223a54a6b87bd4c9df9985e9ee9762c2d..d2393017fce5bd337b536550f1f22bb5b27a0a9f 100644
GIT binary patch
delta 48
zcmdl#jdlMt)(LJ3mU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>G2Zk7
E0HzEPk^lez

delta 48
zcmdl#jdlMt)(LJ37J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#(2{U
E0I)9-p#T5?

diff --git a/examples/summary/images/c302_C0_Muscles_elec_neurons_neurons.png b/examples/summary/images/c302_C0_Muscles_elec_neurons_neurons.png
index 30219d7bf9bca2580b661cc04d472a59fed18439..050023a6e3e3245737013e1676d2389f5b15e741 100644
GIT binary patch
delta 48
zcmdmYgLU5x)(LJ3mU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>G2X}q
E0KG&KGynhq

delta 48
zcmdmYgLU5x)(LJ37J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#&{ze
E0LNz&LjV8(

diff --git a/examples/summary/images/c302_C0_Muscles_exc_to_muscles.png b/examples/summary/images/c302_C0_Muscles_exc_to_muscles.png
index d2505875746af12151e7a37abcbbc37c15463cc3..86bcaad29a4742e52f8dd12b77433c183f5e76f9 100644
GIT binary patch
delta 48
zcmaF(h2`NFmI-bOmU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>G5)p$
E0Mn`xp#T5?

delta 48
zcmaF(h2`NFmI-bO7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#`xP3
E0Nu?KumAu6

diff --git a/examples/summary/images/c302_C0_Muscles_exc_to_neurons.png b/examples/summary/images/c302_C0_Muscles_exc_to_neurons.png
index d6c32a7558a89743692e1033e024fcadd5d25d6e..9c005d11fd8b31a61c476edd5114877afe5e6049 100644
GIT binary patch
delta 48
zcmZp^&DwmMb%L9MrJjL~LPkkRL9vy-er{q(K~8>2PG*u`eo?x<35&<J#<Z<zjIy}^
Dr*aVs

delta 48
zcmZp^&DwmMb%L9Mg`R<qLPkkRL9vy-er{q(K~8>2PG*u`eo?x<>Bg<A8`HL?G0Nrw
E0I`)48UO$Q

diff --git a/examples/summary/images/c302_C0_Muscles_inh_to_muscles.png b/examples/summary/images/c302_C0_Muscles_inh_to_muscles.png
index 6f69d0b4258f28f6a4b4c5f3a71b5ca70231f2fb..aead67504bd4c7ad24d30309151932dcc7d40016 100644
GIT binary patch
delta 48
zcmex+m*wwWmI-bOmU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>F;3S5
E0MynJJOBUy

delta 48
zcmex+m*wwWmI-bO7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#yDLM
E0N(i%O8@`>

diff --git a/examples/summary/images/c302_C0_Muscles_inh_to_neurons.png b/examples/summary/images/c302_C0_Muscles_inh_to_neurons.png
index 72c4d88b2339cc935b940c3d4a1390d8cb0d2453..3ff94e16fcfa25a2b3fc83b264a7c11cd819cd55 100644
GIT binary patch
delta 48
zcmX?ql=b{k)(LJ3mU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?8q>C>F=i$K
E0K3T%xBvhE

delta 48
zcmX?ql=b{k)(LJ37J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1eZcN*n#+aD|
E0LAPQ#{d8T

diff --git a/examples/summary/images/c302_C0_Oscillator_elec_neurons_neurons.png b/examples/summary/images/c302_C0_Oscillator_elec_neurons_neurons.png
index b05076712abb49c060fd8a49f5d3a27bba32022b..55007542b9f33749ff71a2508e9498cd3dbf1011 100644
GIT binary patch
delta 45
zcmaF9kooyS<_T^JmU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hl{UR004v@
B5jFq-

delta 45
zcmaF9kooyS<_T^J7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k8>S0RW2>
B5=8(2

diff --git a/examples/summary/images/c302_C0_Oscillator_exc_to_neurons.png b/examples/summary/images/c302_C0_Oscillator_exc_to_neurons.png
index d6312bde7399f59caaa40869f5caa98ffdbcb60f..c6c13f2ffae6fdfc43729d93b6f3b07863e3d114 100644
GIT binary patch
delta 45
zcmZo)$lSh=d4ijQrJjL~LPkkRL9vy-er{q(K~8>2PG*u`eo?x<35&<JjcJM(0Ajun
A761SM

delta 45
zcmZo)$lSh=d4ijQg`R<qLPkkRL9vy-er{q(K~8>2PG*u`eo?x<>Bg<AH>N3G003#U
B5hVZs

diff --git a/examples/summary/images/c302_C0_Oscillator_inh_to_neurons.png b/examples/summary/images/c302_C0_Oscillator_inh_to_neurons.png
index cc4f69636e9e8b932e49270dca9babe95d50d94e..d59cab89e6a09a61ccdbcbe9252f8908fbf1de86 100644
GIT binary patch
delta 45
zcmbO|g?aWA<_T^JmU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hl}So2>@nV
B5U~IN

delta 45
zcmbO|g?aWA<_T^J7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k7%aBmiwt
B5x@Wd

diff --git a/examples/summary/images/c302_C0_Pharyngeal_elec_neurons_neurons.png b/examples/summary/images/c302_C0_Pharyngeal_elec_neurons_neurons.png
index 1ad2b6219e98b9c22478bf1a706c5cfb16f18139..acade5abe901dfa5cd804830cef860df62300549 100644
GIT binary patch
delta 45
zcmaF1mHF9L<_T^JmU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hl{V)0sxA0
B5oG`X

delta 45
zcmaF1mHF9L<_T^J7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k8>K3jmR6
B5_A9n

diff --git a/examples/summary/images/c302_C0_Pharyngeal_exc_to_neurons.png b/examples/summary/images/c302_C0_Pharyngeal_exc_to_neurons.png
index b1f82c7f4f5b4c941b2d49780d01a5e536f232de..951c9bdc062e9344a4eb9d5fe36690121b367db4 100644
GIT binary patch
delta 45
zcmX@Ro%!r`<_T^JmU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hm0TD1^|L>
B5gz~m

delta 45
zcmX@Ro%!r`<_T^J7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k6qt8vu!8
B5-tD$

diff --git a/examples/summary/images/c302_C0_Social_elec_neurons_neurons.png b/examples/summary/images/c302_C0_Social_elec_neurons_neurons.png
index c7c0f1a6bdaea2baade209f4a59efaaabeddf47a..1f5a1ca1484399f15782f6b91153e8f2d7e1ac3f 100644
GIT binary patch
delta 45
zcmbP!hH3g4rU`BemU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hl}S{3IKN(
B5bpp0

delta 45
zcmbP!hH3g4rU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k7#=DFA*A
B5&i%G

diff --git a/examples/summary/images/c302_C0_Social_exc_to_neurons.png b/examples/summary/images/c302_C0_Social_exc_to_neurons.png
index c161e890dca01433c7c9a51d11a1868264098de6..ffbb6bc6cfcf2d85f7d2bda9c03f5b4dddb4ff70 100644
GIT binary patch
delta 45
zcmcb7is|wxrU`BemU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hm1E@0sxCh
B5uN}5

delta 45
zcmcb7is|wxrU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-kA1w2>_Bl
B60HCL

diff --git a/examples/summary/images/c302_C0_Syns_elec_neurons_neurons.png b/examples/summary/images/c302_C0_Syns_elec_neurons_neurons.png
index e8a00926800a30c04aba5ef7b8c6af137fe5a351..2a894dfb106299b3ac23091d19ab43eb69ade026 100644
GIT binary patch
delta 45
zcmdmbm}%=_rU`BemU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hm3P61OR=6
B5VHUP

delta 45
zcmdmbm}%=_rU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k9dU5CDXF
B5yAif

diff --git a/examples/summary/images/c302_C0_Syns_exc_to_muscles.png b/examples/summary/images/c302_C0_Syns_exc_to_muscles.png
index 58a2986895c114834972cadd9b3bc1ebc9d19555..1d64c1f9abd9ec868afc579440fabc81db35e2c1 100644
GIT binary patch
delta 45
zcmccklJVk8#tCi;mU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hl}5l005I-
B5hMTr

delta 45
zcmccklJVk8#tCi;7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k6qM0sxv+
B5;Fh*

diff --git a/examples/summary/images/c302_C0_Syns_exc_to_neurons.png b/examples/summary/images/c302_C0_Syns_exc_to_neurons.png
index 0c3d68859c8056ccffac99c39758eaf68ce2340c..552d140b02efb7d58ed64dca743ccecd263c9357 100644
GIT binary patch
delta 45
zcmdmZkZI#VrU`BemU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hl}$m004V+
B5TXD8

delta 45
zcmdmZkZI#VrU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k9dS004q(
B5wQRO

diff --git a/examples/summary/images/c302_C0_Syns_inh_to_neurons.png b/examples/summary/images/c302_C0_Syns_inh_to_neurons.png
index 810fe7eab2f516c95ef2e984b6aae30adb4e832e..3afa8845d50b5ebf57c3bad7cbd285bb0629af5c 100644
GIT binary patch
delta 45
zcmdnEn`z^2rU`BemU;#{3K=CO1;tkS`nicE1v&X8Ihjd%`9<maCM+J?Hl}&c1ps+;
B5R(7^

delta 45
zcmdnEn`z^2rU`Be7J3Fc3K=CO1;tkS`nicE1v&X8Ihjd%`9<marW?1e-k9b+7XW~2
B5uyM9


From b44bea88bb6d719b693d94b76f23e9b0806d2e06 Mon Sep 17 00:00:00 2001
From: pgleeson <p.gleeson@gmail.com>
Date: Thu, 29 Aug 2024 14:06:23 +0100
Subject: [PATCH 10/10] Fix finding owmeta cached data

---
 c302/__init__.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/c302/__init__.py b/c302/__init__.py
index 6044d7e7..74fcc2fd 100755
--- a/c302/__init__.py
+++ b/c302/__init__.py
@@ -71,7 +71,7 @@
 
 MUSCLE_RE = re.compile(r'M([VD][LR])(\d+)')
 
-OWMETA_CACHED_DATA_FILE = 'c302/data/owmeta_cache.json'
+OWMETA_CACHED_DATA_FILE = os.path.dirname(os.path.abspath(__file__))+'/data/owmeta_cache.json'
 
 
 def print_(msg, print_it=True): # print_it=False when not verbose
@@ -463,7 +463,7 @@ def _get_cell_info(bnd, cells):
 
     if bnd is None:
         if cached_owmeta_data == None:
-            print('Loading OWMeta data from: %s'%OWMETA_CACHED_DATA_FILE)
+            print_('Loading owmeta cached data from: %s'%OWMETA_CACHED_DATA_FILE)
             with open(OWMETA_CACHED_DATA_FILE) as f:
                 cached_owmeta_data = json.load(f)
 
@@ -752,14 +752,14 @@ def generate(net_id,
     cells_vs_name = c302.backers.get_adopted_cell_names()
 
     count = 0
-    bnd_ow = None
+    
     try:
         with Bundle('openworm/owmeta-data', version=6) as bnd:
-            bnd_ow = bnd
+            all_neuron_info, all_muscle_info = _get_cell_info(bnd, set(cell_names))
     except Exception as e:
         print_('Unable to open "openworm/owmeta-data" bundle: %s' % e)
+        all_neuron_info, all_muscle_info = _get_cell_info(None, set(cell_names))
             
-    all_neuron_info, all_muscle_info = _get_cell_info(bnd_ow, set(cell_names))
 
     for cell in cell_names:
         if cells is None or cell in cells: