From 42fca0f74d50e58b920ca4860da886ef7a0189f5 Mon Sep 17 00:00:00 2001
From: Fabian Pedregosa <fabian.pedregosa@inria.fr>
Date: Tue, 7 Sep 2010 16:28:17 +0200
Subject: [PATCH] New theme for the web page.

Design by Angel Soler (http://webylimonada.com), HTML and CSS
implementation by me.
---
 doc/conf.py                                 |  10 +-
 doc/images/plot_digits_classification.png   | Bin 0 -> 54025 bytes
 doc/index.rst                               |  92 +++--
 doc/logos/favicon.ico                       | Bin 0 -> 2238 bytes
 doc/logos/scikit-learn-logo-small.png       | Bin 0 -> 7703 bytes
 doc/modules/glm.rst                         |   1 -
 doc/support.rst                             |  24 ++
 doc/templates/layout.html                   |  36 --
 doc/themes/scikit-learn/layout.html         | 108 ++++++
 doc/themes/scikit-learn/static/nature.css_t | 368 ++++++++++++++++++++
 doc/themes/scikit-learn/theme.conf          |   4 +
 11 files changed, 554 insertions(+), 89 deletions(-)
 create mode 100644 doc/images/plot_digits_classification.png
 create mode 100755 doc/logos/favicon.ico
 create mode 100644 doc/logos/scikit-learn-logo-small.png
 create mode 100644 doc/support.rst
 delete mode 100644 doc/templates/layout.html
 create mode 100644 doc/themes/scikit-learn/layout.html
 create mode 100644 doc/themes/scikit-learn/static/nature.css_t
 create mode 100644 doc/themes/scikit-learn/theme.conf

diff --git a/doc/conf.py b/doc/conf.py
index c0a3b4de90..7f2b4eb81a 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -103,7 +103,7 @@ pygments_style = 'sphinx'
 
 # The theme to use for HTML and HTML Help pages.  Major themes that come with
 # Sphinx are currently 'default' and 'sphinxdoc'.
-html_theme = 'default'
+html_theme = 'scikit-learn'
 
 # Theme options are theme-specific and customize the look and feel of a theme
 # further.  For a list of options available for each theme, see the
@@ -111,23 +111,23 @@ html_theme = 'default'
 #html_theme_options = {}
 
 # Add any paths that contain custom themes here, relative to this directory.
-#html_theme_path = []
+html_theme_path = ['themes']
 
 # The name for this set of Sphinx documents.  If None, it defaults to
 # "<project> v<release> documentation".
 #html_title = None
 
 # A shorter title for the navigation bar.  Default is the same as html_title.
-#html_short_title = None
+html_short_title = 'scikits.learn'
 
 # The name of an image file (relative to this directory) to place at the top
 # of the sidebar.
-#html_logo = None
+html_logo = 'logos/scikit-learn-logo-small.png'
 
 # The name of an image file (within the static path) to use as favicon of the
 # docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
 # pixels large.
-#html_favicon = None
+html_favicon = 'logos/favicon.ico'
 
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
diff --git a/doc/images/plot_digits_classification.png b/doc/images/plot_digits_classification.png
new file mode 100644
index 0000000000000000000000000000000000000000..e56cf364a35710695308660f384e9c43be7d94a8
GIT binary patch
literal 54025
zcmeAS@N?(olHy`uVBq!ia0y~yVA;UH!0>^Cje&tdz-%sv!&n^T?!>U}oXkrG1_rhy
zZ+91l{~)+v@AAnE3=EtF9+AZi4E%{8%(%jSc_sq`1AB?5uPgg4PH8Sy)pK*3E-^4D
zFnGE+hE&{oQ(HMBCUs+7>3O@!6Fe0f)+i>3=$#On=8)p)VX#1)_rxRxCx;Z_4vrIQ
zo(<A12TYZ|S4B>7HPBEv#OlZx7+B^U6EI;ui^l{O=M!c#YtOyspT9oe*Eh8G{>yil
zi~aofo-dwfSL^5RUq0XJ{`afVq4`f2X>=V(Fp%J3Yd#30JTyOj6Gjm+khsL7ya8E_
zfdtRWHo*uaT?P_7Z6Sv_bP(o%Om$wB$TAIXGDxIZ@u~sSX_#GLk%JSmBpOp8Oqhg+
zY0m*8R7Wh4a!Zgzbwm*FsIx$EFdRcm^S}(l<b-zFGL4_Les(`oPCWno;hgpR8~s@Z
z)+RG#XUR&PVdDjP-auj%n_B{-gWdf8t#>P*&rSXNe`gF|(axBxd&@6XJelbJV1hGW
zqoA_efe#N4Cmw3yEVv$9K2vs<Y#2-S^>wYR++qhf)#otmezS@D%C&1wcJtep&#O9h
z%z5+SuEdXzj(+&MzFt<%X9mOCwQDb2xWI5bXEX1aIhMk4l}|-CJ8nLB<l}Ptznp$n
zFI8^Te!shL>sHZMuU;iQIWe)|K_mO2v*!1C_U_%gEx`nwm<?8(a19jU{VJb$Z%^f4
zv6+D)2M@J!C%(P4)u8%YPDXC-+wZ^5*S;(M(CJ^ZDCd9u%S%fc7*ySB!q-GFzP`4$
zd1LZ%r`+6JwYuN4^LBBbv;7`(BWLs32Rk13HUIimwd4K1-w8iIJ^iqCeJ!t;PDDak
zM%fIFX*!Wi)o-_oKPj@jkv2Pb!RpoAVe4Wz{q26L_{_7p3HE5hp%%^$kGk~_{rLEp
zTjiSkzYpv`Zl14W`&lFRZtwRvi&rZapJ6-8CVY5q`903*F-4qjcE8`Z;j*8#qqjHr
znuv`|a+Oa6E8g$@{@{dif6M%TUzTqxGK2Uy!+^;f9F;dWrEVyB8FV9W_uDt@o($g8
z^;+ka-;-?Pm*?C6|L=S5{hw!<W+%+A{niNLet5I_{Gk?3;WK<^`GgP8GR=N4H9W4-
z_WK>-sOad2PbT}f?S8i_`-D(LT6=Tz`<mz02D!IPe!OtEzxDn{Grt{&yL_!lkCZ9b
zz3TV2D^{;ImNt?0VTp~64Tz7oe^3z}E$uVMLh#>@<MxNv*L~Htc(I`Q&2dP9W1z7?
z=+KOUSz`J7eyZt2Y+xw6ook+vm)GVwS&fmwp}gGuPQhW`f*XnL2gRau7{7k~YLInB
zV}?;G*Pl1(_QK-NOfFR)mn|3ZQl3}$E7Ri11m}dwzGmPAxZM74=8x0y|CH*?)@=WH
zEjr)PZhm{@=Cp&+`FmN9%h%iFY`d9u;mQ@3>i2ui|GfYIPyhGKm?hP-bGJ1vTc&oS
z^7-7vgH5a-p3Tk|ySF~1=Kt^e?d#U*Sv;Rp{L4~h?b@{kFPBbdVmMH~|97mh)#k%4
zZ#Qh+Dyrr?%S2)I;e@gXPivd!bBfs}gflQ)Uhdx>TYgv6?#~D3AD8F<OL0p#n=ym8
z=!qzUgSR)gOx=%%3=A7`ZW<Zy^3uKV`Dc@?^_jWW;-7xn{P}f#zu%Mkq~9hIXZU#2
zn$w!y5<&&fS-sZT@$FW2;-e#-1^<3NKitSJ$HBlLU-N-6rt0O=3%74`8>gLV@YdVO
z(r5Wh;>YLt|9R&BJd^(5T6BKueg8`*!5OtfxvxQY`yHWk*6(d*Se0to{QL2^;DloP
zfmNZao9;h<yZwIK-*311LCJUd{5q?ekKOSt*W>GD?Y{3ke^9^v=jpojZ(qD<I5}DU
zaIg72j_ACds%PfeO7mGh5db;v;hp01ssH<TUwk|z#^&#r%M1(#xwp13KEIRnGkpKA
zsgkpACN3(=FtGO7E&J{3S4R<7XS3g@ataD^H!NPvJg?#r=Ze*<o0<767QB*C-gEWZ
zwL>p1E>1i(Mf1aA`M((#?B(~a^9x@ql52WSl4t8}lccAorW#a#%aJh8lQA(hbqo#`
zu6dIz-@Lx=>*^2xe!rhBI|~GP`8cJIbS&an<~KKL$GqCw+N)b%bo1zJyI=QPWBz&f
z{QZB+_CHpiTM{(o^wUL#$;Vu@!`I1tD4#ob?nV3mKhHBBzrHqF{O!i$au-(wE?)HQ
z+c(Dl+3m7rFUsG1yPe-(v@_<)l`A5)-|rOvJr`SgH8fCfdiT1$-=e;4et3RQ$;(R`
z(@(qZjM4jbZTr5f@4ue6`RoI-=P<whp8FrQ*Y7bp^|a_>r~14b?|*DcJ-tYG`yH^z
zn#j$+<`(~NujA*Pox3e^%K7JuudWW?{5(1;YEg}y{e$mD)+W|E%VmRhod16%*#D+O
zMwvxM*$Yq+<F+$K?^fFE+(rBL*@4T?+z-9x_d1@PnJFAwcvSS_%=CGZx%>ZqyZCH&
zzTDp*$L-fy?LPIiD9~<x|Fg5R#m~+**Pmsa?q^c`?97Ud8x2A3YZZ^PSTR5M(h|?V
zeQTq(YE}LHdVO)PwE48JwX(Z*?_PX8zTP%!W0I@dy8G4d_loCky&47z1~tDq60tQO
zk6ygK|KHb)|9`*h_sov`p_kU4)(%S6PmlDP-;=m{?V6jfuP?~@s_N?1S?|o4R-ZWf
z>8$yEncueiKhJ&dvNJ}n>e<ZnCh^nD=a$`S_+I(_Zu#OEJ#pFMGlmDdpB6qowsC&u
z^0{SQZvAq1-{0u7ekXDD>Q&eG`~UxIxc>in{Xg~H5oPATX6Nsd{8N49>eZFzSHq%n
zMW25Dd4^9et^MW(XXOoN_%3I(2a34L*ZoK|$-A=ylrp--bd97<q}O!t+I_o`%sNST
z`f1m#Ten_ZxqP0KZv4JIS)4ju_y4{t5A^l*4G9i5KJbj~a;Ep^-+XMKuzp&!^TnFY
z=cEeWeYxxpN+u@x_iQ#hgW<td+Z=nY$5rcQ<>mG1?R+vR<ID`hP|t)&&cul~>i_>e
zTD*SWFReK>pH3Q-y@|-k%hOx(erL%4^82;sKmNbjeBO?^FL&qDX$%Y>9=6M~?LU97
z`u$nC|0mq-F1@e4wl<m_RIt{3SuEdraj`pp#b0&%pPt`pv$C@j@9ZcH+m%|D0frH5
z);ZbP&F5>L8Gkq?oqyox^ZES8<?HuI&bpc4np1FVOXh{^*V$`pYeB`-4EuV!JH_X1
zH+;WWef-zjO+Czf7T|*W#p~D2)8p$T8GdE2t9f62zq$6?P4=j$s9%4NNt@@jWUt%F
z_U%S8zl2$i1dqI(44=gVh8^GURp0!7`RY~H@Yqt(H#;8pUAS?BBl&n=tGE7Mkz2QK
z-@Ly2{D;~1|D+w*c|ES0*U$2)h=g$(kBOPtp$<Xi2Mx@84f*xIZ!>(Tx5{JqKPmmd
zQ>V|*&N4H^et#<e{|Eb=(rb|hX=fxdGBO%K>8Q`@)rv#!n*)2&VhllbC<DWT`~Uym
zXP;yJ>4Y-lgZR4+XZgU8ZS_qy*{Z6l2S<ecTV%`c2tGSEmpgFkw^yrKodYEdlUS<%
z{CqyY{p4hI=lFPenW`5HKkPhT%V%~oMHtk2I;Fk-fHS`>%iOth5B^`iaAD#B!}7~t
zzkQqb#qQnSg4j2^N?$WDxH!I^sO&!Nt9i`cD$_NwyQkIO-<o}W)&8vq-&{y2i|8%e
zk$9NR;!%h4gPZB|Ti4gV&EAl3kjdC+^Fc>R?(O%gvUhwq#JzCiMnO;+9<d>TQ72|c
zfyYg;QigRqpGp0An_tg;T&9=@RKaYh`kKY?Bi#KqsJxz}>YV_pJHFjacNTH|@M3ZQ
zp))g$A6^ZQZ(Y4^*Q)!!<*MIo{P5v0|6xDtw=B=+6!Vpol^p^#N4%%$bbghTul*8e
z@oYx&g5A5Nm-)_SQ=e171X9thzmLQGZi(=m@_UsVp3kd3G{>?y;ohD~Py|@~d@`B4
zzW#(_`<H6_Rlh$yo1K3Mlo%s6Cb9a=G-CC$c*s)md~W%JeZSu|yUW*#yxaYLU(@2g
zk0+G-4=DHBFwOt_CjH@_&*z%=|NFZB!-Ho2L*Dv(S?YhDj!)Qp)=YcPx3$~vHEm2j
ze(2lne17lgdc42xwaZm$+^KrK7UUKF3&FK77PfP(H?%eZLFqMV(j_~7y;_}ka+2zY
zKcCNc_eS;{Fxt=tN{i=hzu#%_c-w1!FGAwPr7mByn@bFS6inz7Z|<*slMHSyy<Wec
zPgu?8MftnE-|sc|N}C_rb~}%|x3@PfBCWmi=E8$-41CLW<lVKh`19fL!=2CPHLtJ#
z`?}z)>Gc_kGkN)bMO55KY-c>Mf78u2rg_!xEPp(f|IhKWrmo@co)3q(H&lE~k}%JU
z+5dQR`uR3h?`a1>joamO%cAVn-_J<yYyA27`QeN1^1Rh=HnKA?=tOPdkgNNVXz}3y
z^TST{c^VedpP!u#Hs;a{TN}k{oPMq)MvvX!{_mHDHG8INhchu8c(?mK-|qMOst;!F
ze$=Ji^#8bI`W!~>ur&>@*YB4*XaE0C-EnpQc|4ob&NgkoUnkwhD{XdQX3ejc%YU!^
zxNhICtR0WKv>*Jw|KBdA<f1F{zi^q0Pm=p>#o}tehVFQ`>-B^F`ajB`Rv!aH-RIf&
z4}enKyE{7zzFc&NRmEXjd6^jYe7WRpQ2(!H$CF9k3G4TMTlLEFmKVqAp8bE{=5Kg9
zEqYTb+q&0rx5Q6dzuCb2=WTv{^6s>Pm9vf>a#fbA|MQXYxm@)dLk5N!HkF$sr@~qk
z-LmT<H?uACo6B|H_Pb0>-Os0PaWi?BrRn@RZvT&wfnl**?<y<l&P5#0&dz2petxc1
zd)*EuKZ}Pghi)Z*dvkNc-Ll(XtN+eSpJ#a>@%Mvf{s-@Nzi(sax7jfNFdIWaa4_@d
z=jYosx*oLK|4DrK<L&nQd<+cSVmdFxHRUafQue=Lk$<=6vtPviI@_ABtK(C>y|&*-
z>Yh|L|LN)JhbQ~naXvoQ`}+9?Mg~y$fci2&J{;zMc#vIQ=EL^*ABV)*STy`CpNcRv
zFg`T{b%6GKyOsUnO0fUYUp4dp|9PHxX^AH|1vasACxBY0hq(0*JUKZz@z<A^;OewJ
ztvNKm`R&`c1&=z_53Sq%PO5vtX)PV*)n|U3aJOUH|NHLy2V1YlHTT#5dEENg{@=&`
zhY#E3&mAeZc)4V90w|UavWg#wEx#LTu`lPQ5hyxu?0@<4W#j+v|NqHfxqkidjg868
z|IV+8-27nI>vheb-cj1wS**A7_uDf3@pe!7_vhz?(@!7t7@sp(Y-H_og>P%;orJOo
zP3u1&4)Z6zy0Q|Kx_5j!rTy^JX?=5MBk46Oc=!GJbb5{1^;cI{Kb+*P$H;I(L{Wg<
z@4L$M(+5vXRDK95=7arhMbpmBv3#&K#_a$o@7LDWUbuUgxA^%v*@AmhTlamtmED@$
zEw118>{;54^82;yd;UFW=I8tO=DhuX8wLiM!Xtv6f6UhJ`NYN0a3k;E1!w-&+j+Zr
zL7hvBk4J=m&+T3;`Ml)zqX#q7=QSSYv*t0oTM}IH<6%2@<3;s(6-?)BKKtCr-~aak
zD2JsS0riV#$<E>pTg)3*a?$m}wdnkVAZMAHnz|+Mriwg1Ft7UE&JSmd&mTC_Dg5w8
za)0YYW%onx>;G5(c&cB|2`<n;y_8q`pSz03ve^H9>HiRv)WYLyMM0?-)MNhrZa4q8
z`}Oq|UoN_H&ywdmJzc*&w(O>A*xq-bF8jeI)`E9CpC7tc{hs%@Y`M&pt5*;H{eGYS
z{l4FNF$D)%H{7rL4eEZYWwkRfh{qH#u8G>p#lTSa`}TdN1N)U6?SCBP=kmLqZvQ)S
zv-9S|N8S|t`tlMKJvR!E%P!o$eR}K<-}!d3W%p~#LG4GEoDbgdzl7Gr?UmxQdZBQm
z>~^l={PTw|E%ko5@wi;`*6iztJk{rhOg+m|v@=HMuaRH=+h%?{4U2$tosa(cM@L6L
z{CR6@_R*dOi<x=rdPK5UOcD0$5BcRYJ8xI!{_BZTyp8=1wTj1a%$+;8;J9r0fhn57
zT*v!uK6zwhWi|QNz6vgQ*eZT#^Le{$aH}Q5EMltJkJs`4rT+ci|6dxEop-<87Jc)Y
zzgt3TiR0m`^SqAB_SyZ)0JSn6&c6Rg?M~hAx2$eI#rOYU-ShdJ^_qKbhX2*irT6_d
z@9pjV@a3}qVbSmy#_#v*?R8>y2psE^<ra^xG4z>j#w%C*B{0yy{N4Zmr^5F!B_Hc)
z1eKKUcD>f?Sj16wGgW+sef>X%Z@1oDcw?YxUGt!k{lVPwdoRC#_qX}T;u6TRGluV2
zpRDx~PMyt%pS=A5>R!d@fm&y2icDVjv)|m<=sfL!k+jb}w)6J?Ybrqcx9|U}3+nGL
z(r5xTT|hl6i>Fh9Z}3I8{p-5}YNB0_udn@Zzo3tgLFC8;=LanR!q-NLT4%{W-|ad7
zq^x{Tn>8pq#ORqjR7f&BSkTPJ)bRiGECW#eXKf<A#!b5B>C|wAE+tTDe&o}^UAwFp
z7$P>MaMnB$o_}KBLRU6to;#J#=YksWc{`tq{Wj!DYi9#BTbpktq)j~ibWx3+{Fhsn
z#m_(u^Iu=r*V{h0^ZWgN`Kwp1xcq*z+5f};c~+%apia*7`So=NcFO;K;SMrP&3D$5
zzdYu53Y<Z5r}g*Sy!ij@^UoI(ocR*Z>&EUf0rfQ2L~iCfK21Mf4%B>pEdSr)xB2q<
zbyXl8@_!z%w<d4DUsny{S-;;C{O9h=a&0zc_r9J_KWn~#vV+BQyYFeUbJJicWvkhb
zCzJi%;(uM5zUZ=_b?yPPnjarDrk@r)rysv>kJht1;X?Bb1#_idY+Sv5pVX_@uWyPi
zWNQXh<QEbQq-C-sY^zM>6ddCG@aeSv;jP!>PValR_xruq(_dO=U(;duvHz2@%+deH
z%=ZcY+3yb;ph}tS`yl%MFR|!FTau1;)txs76(;ZZes8*8|9b8Aww1xl4}sbc+~Rs~
z%HOq$$2Hu}-!JRdD;2uQF3R7ZA6)7`o1M@0|12mM9J;Jx5wCH$tjYye#$U~7hP7`B
zPU~*xx#89;#kw<wFK^$^v>i{UMJK#oyL}y(^=2U_=I)o5mphBNZg{`%_aV@@+|5m?
zA1*laAN=+8^}}7S*J<yZ+<Y(r)EPICIK#G@71V^=^YNH;!AaHW2kw^N=bfzP+XNcZ
zW0$XC@SdjAI6bb4^WDzp^PJSzOB$yg=&$>t3@RoQug8|RD)-w6?b^NjVI#X-L+$sw
z;`b^Z_b&Lq`{lCPhxqG%IRE(b+@7CZwnP9_8gF>LZnsl<y1Gu>9*JrC@%P^EUFI{B
z>HEEEeVO7jh8u3@?FNn6H1pd@@Y#HD_*nnv{Qp1vpjz`BD2u$=cs$|HkB^`p31~1*
zVfyKVpt@LBS6B6K-O(4@&d#@&ulu?>{vfF7q`&uzkk33D$weAX%jZ>bP1A{FTI}B6
z_Ve>|r1nTw$EuB*Q&lHOTimI5+<UR^_gnF;+qSuxnwo<9`<lVaT=;FjO!#ZTw%NJ)
z=E9o`59Szr?g%zBE`N7NWB&Qgsm6S<v9T9@&F_lH793!_*deIA=+>=U8K2LZ_pABN
z5~=+>`+iT@+9=ZpU&G@nQ%%a=+*q-2q2jH?cG*RsOz`T>n-p*FE$2VHTD{&a{?8-v
z#cQ|Uvs$%!b$3*B^kV<IPm?d!|Gi$%tMPHBWpUb;qhir6rlzK#?((y<v(=}awb=9f
z-EMfNKCrg7)}-poi;Q1iUS0$l|6ptRokI61=btA}J-g%o-ot#>M|QQn-}gK3%hdHX
zs=r>i+e?|6n7H)z_Fmjk_;^wAd0X>e$L;?mLUWLXO3sACGYpeKnf~jyZ(-N($huzB
zzL$V9nJ^)41{*Px5FxD{zgLB>e(>D>zh#f4G25(Jv)-(d;>yU+Z{L2eiren%O8<k9
z+`A&n+C<vqMnr~zHDp{jVC@Pnrq>{iH4nMtH>}PSDExl6{4l5boP@Fr?5aV7G#WY`
zW%nx6znOws)UDj&)4tTFou9`G8n5{B<x59&dHMFLf7SPY%gNOL`FP>#Ro1z4=e}87
zwr=xg;jlFkjG)vqYnIfCwQE~v&6-vB`-g<>^KIhsHG*osvsg+?OD|lw!0`3!*Efqx
z*6rIT2kI<dk16JTQe?@%aN=pv-)$3;<Nv-2_ui$q@Aa?i`~QjV`_QT{lCvc0%?6qG
zhV}nyGV=4&xA#h$cRj!J?YaGbNl@Lx@IUKfmwAoPt^P$E_iDe#-bieh<uW^(%gf9A
z_l-zCD5K1&dbKhjI@&s+xJ+NR__ug`P2r>KOM=QIlA1F&AI@ICSM1lXUkkQx7q6<S
zTCjb4`GMlh-`}?H=UqOpN~@%##G$&{x}>B;#O$r*z5gE$^DkVwl=ah3n=4nYIOt7p
zo;7RMq0cpT_6hUt;&+v3zS(v=@4}TUCJEVjd2Ppzxn<<#rJdh>T_v|YQ=0p9qBAI9
zU$5KEw`<p~1-p0ezQ6eP`!{c73eLR!{^iR7W_}xn`M<6#zhZgaJiNTT+*xmWbB$em
z#gX4%By8uMewuK0mg$DK+ir`!IcWRn@3d)R-*(*I|7z80wpu^G$+A+AxhSU9N;ftn
zGJ~4*1@~*e9|ScQK{Z26&Bvn!cM6YhT%Vtl!@|%28teXcD_j4Y>DskxAMFg-vTfU;
zdDZVY@7}%Znt%4}S%b7QGwS+6PlSbsv&+iLwzB3YCqHI*zGvOKzS1W<*DhShXm-D*
z7&K;Z?3i0wc2<_qc~i)ML&EpF<?<U8`ZiCkigo&b@1{qPSwyC_&hhFu8;{FfxOR;#
zH#c`f;^DSK`>M~$7XSYG^=m+MH22|letCzu%oMS^Sy@>NmM&$Ll9uM)<{`he`0UxU
z8y@#rJH^Jv9{jhn_U)ezL1nEn-$~mJ3rPD+mhF=;Wcqfe_&ihOQ?p-ltgqd^&3(9y
zw|Q>aEl#t%I~*X(3Lm=_?%%gh?$xVT3zjWgmN0qm-n|n}Km8^6r*F<9vv)Ce^V@IT
ziUN&TY}vBqz=p)b3zjZjx?$(@9~R$ddBslNVKyVpx}<oM^2{A;7cX|UxqkI3tFN!`
zhl%|)E_3T;AHG~?zD@qSjBxNi->TT)U|}9<GoL$c{POGO`5&G$X9+B3mP|Te^=if9
z2T!NRw}DdKv0iER?{|v%&&)7n{`Kou!m%Dn=U+`bJ60adxd5taX2?qM82R*{RXA9}
z$m@KP?<^Z{rUdut)+>S$_P=kQe{fQLev50jnCPP2?D91Rd;WgA4Q~1s9+wU8sNi$m
z(IeJ;bHTwk7r+B0GCC3_CJ9wJZ1O(h7Ysz+T*$dFp>5-a7!TRTub_c~4-XGNoRQr3
zvb^Tnnn;7<XFe4VTg4Op|NU;RZ9Icl3N-D(o7Uc@*s|m4nyFWo{kgV%-&5WB<q!Je
zYd#(|NIxg@;?0{D&}eV!h8=6BPCLHq@&5mR-zQFwEz`{4+{J7E{_R`cDF+@Ezx%N&
zbTw!?D$bJO`<&l)Z{NN($hxwkZdRV(tftG%M~=_2IpAx4mqk3bWa0{YkN(TW;xPq|
zO1GvQ_3#O~#3!y35pd!0Rk@|fpl11l7mNG#Ui|T#efj@mx$t!{oS-?e>(|3KaBhG9
zW`ea}f958&8*w|X->Luq_rp^C+Lc+RL6ar8PiMAYT{Q95ty{PJ#ijDUe*MZCDZEPd
z?u{E9U%!6+aDbWrfcX9&u7Sr`PBVC}|Ja+lG;Xp^R`9aE1HVAi1lI5Od~WD?m$&;Z
z8w11oeZR5-yPp<Kv7GYQR?Tlt#HIVsi!3uTGc|t}zu9uxPj&zCi|+EaFZO2&J=ONS
znK0|khaZpo^?%x$-LLsP>3;H)6BAYc{$*sB3HX$LL2PbX`^kOoEBF6>a&ofwKc3Rk
z(v>^JFBSQ2N@-vEXK(SI^82;lL)O%`@k)n@78eDTy%5+wXX~X~Q<i2pfpS6F?cD8*
zy&-q@UH<xb*4iDl%U{2kWAXgWMPKWA=bta!w{PE)_mfUP<?@@8?H~{?Uhw0?!wskP
zc8jd_mspiA8Q#Bk#-vwX*<Z7IbqzR=?p>zT&Ts>^7GUR2$!)jub~8TFbYJ!;dF$4#
z7jE8+yzpc7`t|SK!xEiD<<CDY0*!t$1XP@PTEsdx<oXeI^R)-eT>BqBzq)4PtRoQ-
z?>=r2S>mcJdRt!2^P{qw-^-uRo;`EgylU63T~5MU+xz=H*Bj=Z;t`0Dulc~}y{<>f
zbX7r}fq3fOyLa!oZrtWO$3oD`%F3&XKXakCa*b5kokI8b*|qZ@uUOp2^{YN=rJEGz
znk6{~zUL11NE$C#yLN5La@!}rvdeDXx^?UP%qfd@U9$AyXunY$lrryT;zyS(e}Dgg
zGN$i;KwaEz+sv-T?b!eD&4PXV?8F`(l)atQt$XBpX8m;5M+#@lD*k*t?wp>!{QAjj
z>t2FJg=A%A9qWaan&g<?mAWPTOiaDncCZbc*AfhvR<D_1TU~Zg@fi2YBE4k=RocA?
ziQld-eYEQYTVLJ<Jr4_^M?saDSxZEAJ}|pq`77$r&E30q|K9qm?7n1u{P$h!*6D2v
z-SI_Z?qjhpKXz{MpRXUag+oj?>dN~+vrMyBUE-U}_IyI&+UvDXCZv_W%im$dcK_Pt
z%gkH1Zf$j6$vmTMe~VCj;Y2p;HCuSwCYgMZ5%)ZttZ;Aoyxlx3F-4D$h5f3snO2n2
z>b5BGcd6O(sV*5UUR!S`tdPxODLt|HTH=MX+xG=Yq^n=CyJOM5**Yd=-afYTnI-e9
z{f_(R^(|LTP@Mhk|DBHlPP)Bi8Bf<B`8%5dG!|gCXm{1uSBEM&xyAK#ERU{>5b{=9
zzhqb8_7%ta#N3lSU8Ze&z^l6H!=f9tdAl|&>rVf3*UH-ZX4r!{dX4LsTEw{&t8kWy
zeKh<tr}%=nejLx^<NfPr@P=LDo2;;=CPl2=_QTc-bLvkX?DvkaR2Pzed}8&iS+f)_
zZNKBuEE`s&qmwGXye`<6Z_mZ#AC_tx=9Dq28fGLkOcJ^D{K^S!uarRR&#Z!z6xN-}
zZT7sK=rQ5wcPp=`!t>6|?siP8w`~iv(LWo%ulBp0-65?h7mDVqcP(OUnf2R##*syj
zE27>CDBLUxYlarj5{;oEb{{+a4=i%+X4Bd9@5^#~Mur3HcE7V)F~5J3^Awgz96Gx?
zo+%x^lKJ}GyKiZUg?*Oa=M*oy^Kst1d5kHOrYwAFr@c=6*u_k(MUq86${sbUQl2h-
zm-CvZDs0+vf3Eer;(wMO{r*U_A9=)~>y>cz$`yzF{QSlvliu~3D03$(%8KuNJ}bB2
z@v<p<wdNjQG+U;z^(1HKo=5wp_uCXc5mnt{@~Nx({}$y;>nj|2zIU$M7CjN28($k4
zdByF+)`uKA;uZ&=d;R@4gJtTo>O5PA<DNcoi9+1<;^n%T0vc~Ub{}zBso~D~;#zcm
z?5FA}&grIGOrj5O$-M0K>vz!!=8#itms8q*zug|Mm9rvbO7j8F)o!l>HXJs|STZeH
zM*H~RDP_5*4m!NzN?GndpHJE>r{VYe{rm5Kw0^gPdE33J*PA4qEIoDPD_a-u+wquD
z%;Cx=)*U`N@hcl$q6*JvvQ7Ja=H2JSg}Xt6s%^Z|34ecm-H><JDq?q;?waWBeAm{;
z$KSY<y}?87Tu;IMNTs(s)(PDymw9D2L#@brx4XqBFKzK7*YB%eIx+XLOV-jeGqz0T
zh}`Jxb<QJ&x%_PHV>Q*~cOsscncsV`v8~TI#^FG?(+lm|uf2PtG#9$O;&rv2vT3I3
z?FGe}Z&j9X@@CJBtoZjaH6gJvROi7fmgqupB^{2QX7ee3mhW$Li)x)FR8*X<vD4~G
zfai0E(`q)qUM#+O#`)bXkM%dxX6GJpXnwzA^T{INh=scvN@9+%gn4*YsdB8*xwTOL
zhD-nZ?f2{MJ?LJ)Ww(g5R=8Wn95wsM%N}c|eKcrkcy^3mH{;bj`KlKS9VaQ?y7B1P
z#vQ+={rEb=<LNzh7yHW`YZ^Ub*{*HLyqxgr%F2RgGt&?4Dt(=BT(%t4GB~JT_mO+Y
z^Lf>5wm~aW6D|fx<Xv2w8lU({Yn@n_411SQgvn>F{o79$y?pmh?n2SE)PzjkjGce)
z-Md$Jy!KY4Mb{f6hDlnLCz^Qq%o3LhM%u-iohx&mYZznKG5_(T(CMX5|FKOM3|mxF
zu;S*z^=G`T&%JyfDCB)=#=}k7D!eM|S}rVi7hT?R;jZ@5R|%jnJ;u@3@a$W4b+v2s
zM7f>GQy7j%2F^Gz$z$!UTT!L~DsQbH@WtGDzd-Q+mz}fqKj!z$-)$*c@4jb#+LWMk
zQLFS4PVCi6<@;qc;iF}g&{<Z7r3wqA-IrE(2z@uXEO6U;YvTR<N7BEYy%RDEPW|0G
z<!Q%Lo-IH3##H4j_3}Bg_3#BZ%PV|Ke}+!7c=#+L({HKSa@HHpO_mE^8^&)I_v|<N
zvbo^@Vo*7f=DIxGYsZ9RTz<+|rz<GETy*K<1g|Fra|1TUcQeP`$e(7lqR8r^=g%FP
z7d_TmF>y0IP`Cfd8B=yMwcw~|_<>hfS0_H7Tiynm+wHUccEfT1OpVT?6T>ZLbEcc@
zboX-zn<cVj_8IrM%<eQRjW1um@F=V|U_5YlM#V!vPu;hc*8~c?>$JYS6Z6jtd?a@N
zo!heKlXo1voYg#4WmQ+D?~3MEIX%i73RW&~OGz~9&YSZuRIGE&nj487(<WYXXzH7t
zcktn{(*nK9nekeRS4=k4+~>3|3Hh((C)~S6!PEK*lau02ce_c(E*E6?Z=cfGy53yv
z^wLT8d1nr9J7js+PVoDLH1RLCE8V!h*KZb@qPcXA={mgx!y}E;JfB;?J9n`t!z;nl
zMNIB>&HwH``#C4<<sQe}T<I3~^V%sprtZ^g%2MW-q&+LzS=Y;L@bg%z{1oT@wO1y+
z3b58$Hd{BZPiWFvsb430m(GgI_bAvq<(S&S*W8&hea7n3tLOPO%cglQHxJq5e#!Hx
zis}y2g(mx2CWOaqV*6HGsAi_RNhS7$MQktoX|~=2Nf$0%V&WFpYiZ>cU-l{Oky`5f
z4r{&i1xu#(ADMKD$w{edp`S$WEzn|vEgMaAwQGuZNl&?5F8$mgi|KuZ!@|IWD&qGt
zw;e2+9IkjotbES9Y;K;c^|RW%We%O1yZBc4oxPJ>KPhmRz0lr%xi9;%nmFUMQwK8)
z9I|=@gPbCG1l3a+QYNlhwM6#PeGhH*Y2TcUIBV8Fl#$)lag=Wp_W=*Toh}xheY0FX
zWIqx8{(nWCxO<G}w^^({^X+8w_I?f9@&DiN-xHTV)myE%ZFN@0&E?;u`qnHuzQoNT
z?=!2FYI^Ua2$Rzy_3^iMxGJx&5n>X$c<Jt4S(iA=*~_wzthtr2@@(LvjL%+AuL|8f
ze^YvH^hX)#<N6ohZ4NlJ>PAA)wP$a=dRsF;ZC9N=ZA*}4^s_(NS?WRI#hrU5O|r6h
z<aO%EB#t#Ioom)CzE;<iB9ZvUA@DAr?~DlV(_g0wwApyEOiTV4>#2C0qxkq;-mb59
zABw#WJpA@JuV}$s?%0)W`HFTSU#+wpvwphV-r8uI!ua~M$^;MXnmKusCJO}FC2E{^
zvR;zol_l^{+I(qkCePGk!Sg$IZ<{d5E3?f>EKK!zu;=GKYqiqfUsGcr`f5oYWf2o|
zdv4a3Q2cr2>7rxj?61EyH~H)(ZNK!BLDaibrG38ET7hA)UeCHy*h7{FS|5M8(^ESA
z_KYtdUoN<$cgUpq<XY~J$(NppmipDE%&v}qdGE|3-lF~L-!<l5E>U~=$4lGAqCK8l
z$n&bw(FtLSw=$v{Or~5oRTNNc@W!C`HFM{brRPoGrs`!+=rfe6TpFqzD8wxsIpxPB
zFOJ?FMog=fdJ1F|zfUOp7{!^`(NLYiCYH;pzj1#_@%mzyslr=J&+p#7oBO=xN(XiA
z@V19}X@2h+gw>z@nA*RBOL3ir(CO)|qPu2vD0{q7-W79gL5SUp%XS7L`*%z`CVGGI
z?!Gx@?brS=rK<$|Wwxoil&m<HW9!GDOKlHLHaK~ywOLI()hig|xo=saqHfGaS<mNp
z#M&=Re_%IR`SRW3SvwzfFnAuZow8?=S?-$aMy#8gmYj|>ZMye8N^^x|`eP}<f|PwB
zm#*HuyS6X+(${5XecqfeWBfbUPx#sJyVj{r{bk(}$%z%(OSLniassNq%)Km?R4`TX
zj?L@SITvT?x0ZSI-@c);jxB6X-rFyK+kQpNP_2*Vj=K29Dc;TQ>VZX1o26!|rp6aW
zMid%t;Biaf<x)OV>N{zUcISaZ!V~*9aAjJbySqYa<-)nE*RR(vi8=H;h*RbJ{<}@g
z-KCFeHKk8*bflcr={@qvvdr%8VvE?VTh?g%L>11AxW#lVK+?!tJN;q_^Ul2DkSja(
z?%jL;hxXgz$17aaJb5`+G(VVQvnE%i^Mu#?WEHWFzT6eZTE%Loeo=e5QK0GG_KWA2
zmP(i0JSWtsI+eezXYQ4GOWseqx{PV6)@r?NCEiMjme$YCdHZVCEV^Z(tk%Nv@D0o4
zpdC8=!jV_noSy%+P<pqeB|v$7%(P_H=HRK@9M>8zRhzLsHKFj6nuWm<)?2E3<MbkA
z!w=Xl$xiFYarBVX<y~<*Vuo-1?8~K>y^@w{saKtK_U5qU)rpr>R9*LBpI~_6iRB-i
zb8l>5)Z6t!$>Pn1!wFwrT%2(JIcVwS%Ji0(Pqcl7_T?GHh@86KX>g_Tk(y=S$+G!p
zExXs%?#+(gU-!2vVtbzKn)v;4*Vf1LOPl3r%*oHretrGgJ>RZ{cYQP>j~hPm^w-PW
zcF=2Lq@7TAw?Ipo!lW<JPA7EU-s4bRziCqKgfeTMo%a-#?kY+~ROl2vo_Kr7#<u7+
z9yi17mMf$r%1nAY{ixBkC2uY~FF88b|K%O2Rc{a7<hb5?LD!@3z_N`SH{QQ?;X(k%
zlMAid+Z}i{%P)FuP$|;BqSkwbUwOS#2lG0UsH|7c$4#u}Jv8(cE}U-C>11^{^GLwT
zDxIkIz;!(VLWSSYe!ui5&i9-8*^P>_a?T}cnPtZ5#go=6on3!4D?n6Q=km2#3-8`E
zZMro<um1M*&=oh=T`O@ob%5)o!;9>!V=q$^mAe1=pFVVH;whdrp{v6VuHAl*3pB$I
zE?IZK-4+t-u#Ttg^r}f-9L}3qYL0|<IHaFwc<a6Tt8IQx&Kq+B6BCma-Q0T;ip*C|
zk#zPHjyW{>%aciE(mqWaCY{ih?|d4a;;}SYQDxd|kB-f2mYmU9Gu8FJwabxf#}0kc
zF?lqtKTCF!f#E|LTc4z@+qZX1Y6odo>N0y5OEFaVN@T{ZP+O$nX}yFyWUckm5F?4I
zxU4x%;>${OmP`!a)lmBUZj#9M1IxBOJf{D0&$L!iuOG#at*`Pdnk&j%mmX>5_T1`R
z+uXUCPuG;3T`~1Y!S5S}pU=L(RGcL|<4EuAJ+0EhwT(RAt1TtFcI~p781dMPeRbyv
zF3sta>+)AR@4BYanwEG}x3>4PjrzN-7fraFH?4m(A=52pY5tqu$&Ie1cb8b+7r(OP
zp!R($2jz{gUcLJDGVbA4rt6&-I#%-tM}TJR`0f7)FfiEtc)+~l?Y7%S$2p2$KFDk0
zc)Mwd>+B_tkygu61*U8&EiH9SPF_4~lIFyqEteOlT=Bf!AKrAtYcsE!Z^};(o%=~<
zd2G|xmk7K*74YcPTkA=uOWC+PS<(_0PGYt0i8fP8y%pe?7tc2B_KuG})qUSrE_U<g
z*cp`Ccc$pPGZVXv<FqoB)b^-0ws1cc&P~C&(*!PY{hu2h@Mz<Nt{uhP0jp9E>RNsL
zKFMf<(>rm!=2mI<ml1C{jQ1!!H@SNzvCFHD=j?$+zZHAgYMyS~q7ues^RU+D-o?*;
z>v{WI@4SBT{`gtW81Y9F-efI*?wUI*%{656wp7E|!rIg|L5oG^)GjrZe{kxPs$-6P
zr>N8e&1EeYwzI8hd-EboezN!31D8%EnDXk#?D>?Lkg4>p@5rQ0+cFe-E-x}m={PWn
zZLLY|vI{;;@0MMfQx<;dd9`ncN1_L3qDOT4ThpLZyQV#DkY!p^?iy@vxwrLT#1fvP
zojQCoL-~S~RW>&$uiKDdbnd{X&d#*LiL<Y542a5UdG*WVmrO-ruj%@joxRE%oQ%95
z>r69kO!A4@SzFG3MDzZ+Pd9?zosY@kR20p)?xFK?&TY_W_PTZJ3hr(cFqyl4g~96R
zIYqZbE9N~FTcs$wdC9s}QEXz<_x7-^&opK#zTu_5)8tdbX@LtRYfXM%eRC^!-!tnw
zHu^84AHJI{R2h2ej=o^{xu1u>FQ|U=^5skSxQmthqTX1xthsdU>m>`V)VPNVfh&2-
zoJ`g~GBdkq^vCJgr3*q%(%hGy=X+<n_3k+|>+-%yPc8^K^|m~+;(x@W^U`(;kB;&N
zBcFt&a|QV_Uwh_jt*r4XdR8l`S{QY-DEG}{mxvE_hAd)lUo~**WCpqhANAd=TzTl!
z_8nh&HyllgzsMKYx8jg$i%_TQ$<-FRQ+StJ7w^++nbg)lZK;F!b(7Cohue5J6h3yl
zwos=m{*=anC8BEUHvDa$vT4S%3G?@GU7TF9?O>*+*ZHN7BfdyY4*ek^m;PbVm6tJB
zuU_R<VE-T!9UdMov3`q?bM7CmtK3JDx1HX1DDq6C`g*gR8w}xbm8v?Cn^-_AB7Qt*
z=1({`$I>AE+?*rFE#A)9ruL<@?(pwf3ER@1SLnKNYUdPhshJX;pIBsCa&9`4RH4y&
zOQmkBiF%U-|I1Eqoti2=#bd5OW&eaW2}P-h!dhY7j2FA}yA=DnPI{f*B=;(zzcus2
z_N{MnI%n{nl=?DNpsh@Pip!nMlM1@>Pnx2mUT#0gv1XEF;z`NNS!b=StRkGeE)`tt
zJ9={0B$G`l?m=1Z{?V7Rn<_3n;<&$I>(;GF&qU*D64&bZHQWr4DqK1-VxN%HFY|qU
zC5n+OQJRYGNmG?RWNn+G)A_Xc(BqPVrIHc3xw)%!izn|d^V`hoYpr4O__V@pzYMp{
zQ#J~{dQ#kUeafCipgd629i;xK&-`5B^5lpN&P2_b{Cz79{hqR8(kXUdaf6-@e1e7F
zQxgIw=B%+@QmXT1Zt+b|liTNdqa$wno?5d^Mg8o)NymcEz3fpo@q1r==f{EN^`R#X
zw@<n?#cr><ZiY(l;;3btZ=38_zT&RAOj=Dmpvya8s*=+DrIpnh8DF!cK>lz)(iTz~
zF#G7^1uBp9IyVJ>I>owUhmnik?^9kJy$4otD9gO+dDy9B(!DC;VP@t;#nRr(i`w>m
z+qtjLOeQfjI+`1_7(Y5X`hvxUT@ON5d!)~rb0TT3_?`n3<^-)>;v;<XTA!zIfXt%n
zIqExEx2>-UxXjBVIO}L+q@rX~6m!##m$zc9D?I}&LQJmZXat!SnHYH&y;6P4y)MP`
z^n(STCF17n@@pwAE!AOkH{G<v=x~xT=a$|{0x?r8ySGJX#yZ5STgX?crY3r(M(=pi
zdTXWr43F;{laIXI<#CB`&S#NXwX(<awmPt>t<PW+yLO1@?S>hq(pNZw<HKXlvN@mP
z*y!7q<&||_b&{9z1}CPTrxMz$6ZO`Wt-V*2lF<4?DCVbv`FHW#ofiZn7S5g+?mXeZ
zEZb_cE!(zzvo=dU#xuh(+3iBZ3u`ggzyKDLlm|<A){A_d<P~to*U?*Q$*<^lrSFzK
z7rVL8XM>89x^CW%RvyvEI@2~pZOIVSiQ2N_{zlX6YfG;2o!)!nqhMgkL;<Ob)1`Pk
zQWwwho4r2e==7Jan?EkeONen<e5LFGba3*RuIR$R^7x;PZawW5af*JDs{gkpf0@@M
z{g!uU{N}vo!Z!h26$Q71u7rKKUs7Jax&HmGS%s0>wzjsdI$G{tJ9}U2yg24J{pF)g
zbGC%tofMlbdu_)i*7*@Sb5HMl=eh5<l6TpR7P;B)clL)AT#r=d-LWQU`}@~lo*il5
zdfkH8{8nTzm(9bk8r#L5di)NU<fvrn<e_sibIO;5)t<_sTwHC_USIw?OD*5Yc*BNm
zDH-L(?@ISMWZv0naPIGOZP_a>cYJ3X#opJ>V-r)|P-C|6?Ae%OAs(CyKX1N!EHyIo
zeD4vdB$jKSy)^6he(N&T{Gr7BC4wXIsq$uv<+kr09OgXP_U7?%&{*$eq3~x1Qg68g
zil{g}@80zIgp}&0M;$sveHR}c?N0pj<KxQBhnFaoE;L&w7$KE-wDkBDkB%J^*9m;`
zTJ6fOxOUP!flCSPQ#UyJGP`9JDQ3=XF{xi5Xy}vhF#GJ=-{-_POB}g>ccR3dq!ZWQ
zu87LLklsG&8=w2FFW<h2$rWxBR^4z%`JLaZ6WYt2kESMOepXf6pyBv%pL2e`{_5kd
zxwohPRO-#WRB?P_)SWqY5l$O3Hy#f1)LC~WNNCEjWVz{v8l|DR+1c6x5&QTGZY{pt
zQuNyR+%=~r<{3MRB$qAi+R<Jj_k=^|-M$McOj?G=!Y+wzHF7#9c-<&;Nsg%2BfZ$u
z7RS4JcVr!}k(^Md6_qhF`I_{a5amiyCH)6hBE{ciE}ii?z2}%}i%_NN*`pSjE$dvj
zmackIFTHBU0WGyf3we9)Se^^~J~8r3grTbL7YTQd!sAQa_mq~FvZk&oFyDK{E#|lN
zuirb4a-2Od$xCBxcF;@R{mw3pwMzdcy$j)}l=h18d=h#`cOA!G#d}Q7+KC(+6~p`1
zOl`i9-F93iOTDoFsOapeVpsS1xfhDPab}EqX))dP=uP(8xtrCm|2Zfa5_OC#uA|6B
z;F@jmYX+PBPe1=;tcsZwpmX*R-`RbWqRKC~ZgzQ-ee>!zk7*|><t>#hqoSI*qS$(O
zulltspx9A)E%O|gX}>&l(yzxH=9=G8J?GuwsBfazc2AkLHRG0dWc>ZimV_0@BIe|X
zzWH&S_uX%%)rFmpExxIyF3xnBU#2hJIrZGvrR!~GOUHMA{p;N9z3)thd&19EjBMHu
z@>s%{D&A~7zF_TIUQmw#JXxi6r~dz628ItW{p+P>&6;&e?jlF!J8jt~bIO0+(QSLY
zOytq?nCZ;#c9!(%H7w=Pxxb+4KC}L$t>;SaFdZwMx-dn|JTN>f$@3K3<d~fHcg32|
z7WPMd^T}Wn3(wcH+@?4)e4kIV&hn?r?()^LY!%C$E>nBbZON3pbABpG4bst%w`eVY
z+^?M0t*LzG5|gE-^_5fXa}Tc)oV`UlbB^Dxihm1L_+`BdwtLpRy?ft#(Wjtg9pC;s
zEA72>$nxBdjP55NHtL2HtA{Laz5F>lJNt84-RIKw!%Y7oPRy0gS7ExDTJSJOr|-<A
zYn2siAD-@8cy@xp&o{4)Y$9GCKBy4r{A~GzpXNu@Hp^Z3dUmH`CwJQ^!L4@n6Q`vW
z&uk4b-nx0SamL?+w#WPL$jBIpC;zuzw{F4Nlagv1&RM<IsrdbNJGb~J(86oba>JsX
zGCHxlL_l+5n{>P$=>?f=@_Mb(G2fe;P4kvksr`qI`|RfO_}F*`M*f*y$SqK1+|E%`
zbkW>BqHtzJ^U~Z2OL)~b9^ky_$E}#WRLD{DcURd0ov_(X(iduPa!&d-)h#YHwaH_(
z?5~z!=cpywk`c2uKUJ1~loz#S+BEhy3n9gu;gQiQ>Y44gY9gYePxooR`+j())Q&3`
z!e71V^IY`jPH`6V57QmHr%!7<dehW=-OrZfmp12ECp#TGzR)SD^~J`_@0<L8FJHfY
zeY{%36&81HrowN%oBtbVK7GfnsXbBIM)mf?xW}7$WA<sMW(B$%s2sNH+m|ZyJYOSg
z$uZgb$33i1XY8-}e|$UNl@ly$U%5z2PnHvIpX8S1aozK+X^G8KuP?P%74~H<oACMU
z*|Qh!+~Mi%?QLDVaN)uW2adi>4f?HRwp#1uPYd1T#H&IP-qZDbLrZ*>;+%G^EWF#e
zVPY0{(Ea2WYEvZ(xS8(1Z{9DhdQgQ|XQf-L(xyunj;<CmvydqBS)aHuDq>QwMkaqj
z-<~VSte5lz6o1-cRs8P%GRe&C&c5|do8)&fOuQv|T=43Y6Kf_EM}6j<Q~B6~r*p>l
zm+_ueR*?=uWfI$4Cj90te3s|2Iwy0Y^s5ZZPxG6UbyRqDw*Q>7Imu|_mIvZ<=eGw*
zF7y{SSSMjp+gEzQt8mATGr^uQvA1d>Pbo%wC<slCn00xnWyiwQ%|T+hD~c_ym;^l*
z3M+K|<s2tGeZ!-;#b<w8oH)q(U9)nj>5d7178E6~$Xt^3D<kT_U2%a2*CyWC@oJr>
zth@8Kx%Kz%+~M){^}TTA%9Z{-ht9?qlm>HXN*SfiG)r~kTyt>8%9>a$ljZZXPfG^P
z*Wdb_Pm}%1iIoDMwALk9|MT<fKk_|p(qiquZ43PtII6ARao>B>Q-MQWuce;9R!}d!
z_bD~OvwO9`^L0_i8#blXN3lEkHlJ{h^X!h4@6>et@X~OlPJ8r{;C8=V_f2+h-`KN%
znZ<5CYn3S+$LqDv?k|+<=486SJN-#ZnPSO(N9BmEZ?yF$h&tUVa#WM%U+55$otk&c
z@>ZwNZD$WQF;%yv*^e(@ylnK-dGp_$YR)Fjw^?PjzWEz)=$3fRgg4iptK9nWO8tk)
z-P-}b7ayD(kbbB9j(gFsRY3+j7yNXLVq2#eDeoHPeDR}6o&&@5-@Dty7BU9>d2vG9
zJt0u2`__zUjjr#_`<|?4=?vwSn56V>(&MMzvfp0{c&JQsNqESkV{_w?bW^oozR21s
z4pmb&g>3PVem<v7AW5cj>ECIJPn)0p`1noc(xV7vNs~v7%1S1^eDQ2^^EWPa^)S(0
zlXdyPsU}&k<hkpMd8W6Dx@&uAn}3{p`25}H#VON%$KP1^B&yjv`AI@*Z`#G3kJjn#
z^V7Q=u4Gcn(rhMv-1dC$!o2uyuFL-wd&?(XmUFk*cH@~?q?1rpj-8R6OF7r;1+CKr
zFF6SARWm8JNQqZASUPFX1RarCPmiW1v`%|npfbh(u~8qddhX@O3m#unk9hiRQC_U_
z$m`WSy@?Tu*WIkdj{7a)D==Yfm>h62E3!1|?FID>>pNfXPQFti6*a4und!#7%n3eP
z>yMo`Y;^V1(c|u({Cwhx)d5PU4UTZ?^a_3}UH!rGZ{Z1T8_o+nI_?oa%~tj(^c{12
z;pD2#dFh09-lxa+`m4WWp5iGLI=%e<v)BI9wOe3o0Zu&9-a64F<;9}ts4LlXRdyZ?
zxZ}F6RMF?Wg;uY4RGIwM1CLH<zk1=V64tR{|9Q=#mCyQ)JmRQ$zNSzmEQYaMd831h
z+RHgB{-(`1z@_<hQeWm{Iob6~u4nUd)f~~uy&k(p*P6*&T7PvSkB?XX+8GM`V)EZD
zqxR{9%sJa~a&?lN_uZOobN4^(Qv{|-&AH^U?ck>8Te6pA%?y*8xOA$3*UZQgo5kmy
zPwK3!3E1>jz%W<ST5ZX}qXBZ<lNB~T%8BtTlX=9&&SD{Z(89=O#+I&VrxkbOXT6o~
zIlxu4YfIP`yTnHVygF-Jx4Fdaly<qbq>n?fr-<X>lGON}+n(q#dv~QgIC&;~-!jfe
z#lJkCF}#|Xd~W5kD%pKT`fFb+h~Cpv>()zII6Fk#$vIU_<I2JBsVg58D!4G8E=~E`
z+jz_3h0B4vzrTL@!gJx>VyB~bBqY7k3X3lWsBc(N{AkyLLPz;5?n0OCON+0V-BsRq
zZO4@fw>D1+T%4Kklfx!=&1I?W9w}`lKE*MYyHvj1aN2ZE^{@N(^O*?`Ck3suR=xY8
zl=I@}&r@$5y~}^{*zudI_X!;edcwFx=*Gb_vrcxot#T3ZbP=ny4L3V47+Gk#!Rh<b
zpN>i!on}WK&Ezt;a_o@G@yh`x=L#@sFVVKT#(U&7@2l#|IktafCWps-o2vF`UFrp?
zg`ue|*M$9T81Mi8_x&MgP43gv)1AG&xqW6BFzW69Q#8Y(Flmury@vLhtrmQm-VYY7
zpK>HCBO@VSs{HYk;3b#EGasL7h*_O{>+6Z>jZ3E{|1v7qdif#r6yNF8!?#)%PUJ2$
z+OTAj(|udvS&cz!E@T@@MMOr<Njb|`E6cI7?A|0@&px~5lSR~}r&^0Y+Tm%{7{$48
zisdX-!S5=$0a^<m*V(^&@8r6+wn{o8dGWGkY`b>tVw(^iaYlY}+>8kmj`^(QR{SS7
zW6c92|1Aun+j3V{vQA%_yrk|&gj%M<qmMn84|Gj#eEOzG`E9L>jorG~>XUq1o>||K
zP)|*mdaKnyuk-2e{cQG*M`GpQ-CK|ns!=F9ea|Di$=m)dKH_+XM<@PR&qABWE3f&q
zT0gsd;M3G(?@hKcl~0XU?r@)O(X@Geja0;}eOvl37^O@(u<Pr!=!f(F|51;rc-Z<O
z|NpoA4P|emc06p8P5|v+`8@x>jGFJPkg`vw+>-*6PPxalcI?=#!4^9sfa&y7y-UBM
zeXpxNnKMP{o$$|Pv)7B}a!Bjzesi{}RDJp<^bp_VSsG5AH!XgJUlLPSwQzZ0d`{{5
z_1x7`y9Acq<a2)0yII}$f7iX=bLO^86KHw&+bZv;Rc`APo8l*-VVl-#B{oN?JKcY6
zVibRC`T4s}lKrwX))XDjU=!1m{`^w8HEVZk+H5c1s4Yf0+DpG3Hh0f*nX;aH;rb`7
zWviYw%~6bg@%5Tn=NazU&z|3NJqo;(HahJV;46*hQ|#DMJFC`p^EwNm)l+nIG?`UZ
zIy`GNJef~lKhd>Lve!rBywt_%GuM0i79?xtPHJjiAk+DD%dZ_Dr%Z}4S$)d(c#5d5
z{1U0FLB$Mb?>Wo!YN~I@+x1fIM$PB5zh$jKgX+uYmNotS{CxVJh-*;`yjS+!N^(1`
za_Q8{6~=C^cM93Uii?XE_Aam1S$epq|G*=$hqku10rBzi5(YIdCoTLH?pJ?o`o?9Y
zYNr>;hIMV>QWfjEDbu)gtITyHc_&XD-CtrtOV1XyFVeZGxLjN#HQ$T7-$F8?&`Qwr
zdBL@=DWR>#yiU@wKRC)?7HZs5*t^b8A?nnwqV>h8^Do`elYRUxQ*EBI(TWXbw(rEQ
z%$+;e@#gJG9lN#td0(!0x%sDs)2(N3UOVoY@R8fTZ9=$AVgL8Su!YZZ3ZLq|i{P+)
zcscdruKeuC?{<!lc6?$e+$A7&sAF+}Q}=H7M*?AXz9#n<`~UYkb>xy4yR(OmwD@V`
zc}1@^`!XgOMQav{nlpEEcX&lc%&Os6+icO~efq#8jzHy=t0o*+#GT5}(ALKG<Hm72
zw$sz~^<VQoeLX?JGASstVM?p$rPdA0mMx3dTD-e3=Gs){jZsli3wG|b+|jz{i--FB
z3$3$%_w*gn3JdR6UcV)0s~7hU_00CCb7WMM!d^`g)w;JXGvT4Gi-Db=y662xs(F$N
zr?pOCO*zQ-IOBK$)4L!sCikR^+3z`)O<2Q{8Q8tKX2<(QQ{CEM=<!~Yn8qso<b?K}
zr)QpjNt*aIsA0V!@1ul8J(tfOVhJ;RtiYT0bB;;;wnUk|y*jVrL%VvOANggetG&lF
zcJqeEPqh_~NHX7ew$tyb1vA5Y?{h&f_Wjn~a$x%UCH}k4I~%QjED+^(?wI=8EgKul
z6m_0$l-Q)D(&1^Hla;(^N~7rZ%}aZ`Pxda~ceZ!=zDqfpv*m>&O6EQF;;?)v=M&`l
zcy09)lWSWhW#!74?LMv0cr@|tt*swGyB?-!2A?{|l`R<&bvq?KeAa~^t#~#uwe@Yh
z(rmiAx)&~867s$>`Sx-1_G`VJZZb=!#N1bMQ#uhNu6h6cG&c4PbIN9fOmS9DeOx9t
zC8#DdyQ0^DyYQa#ZUL{S$xF)=&q!U$YTt5t>3W%~*IOra&uZOrd76iI=KgKl!c=ZL
zdo6a}vVPN=#;IF)y;Q`$OI6+7Xcl_HDd5)eVx@im*7?jkeP$6$Sd6aTyW%X#WeZhX
z_Pv)Y(p&2h)bFeO_@jiYtokfPfmyYpj|v`|E(&>fD3xOhbCANKIjSwQ*uv)MtnoVk
zGV;Q*D;!HEY@J@x-;$E>^IYZ<QFFDnGr#xowaf{V`P%QJY&!G7GJpS>+MG+0wPf?1
zcke2ajM$<w`|_?spKMJ|PrdzNSCCNQ^mmTE1!gI84p{wuvw7j(y|Q|{-)!1+FGA6L
zrplv8oyw)D30JRO+hjiR^d2d*oQTBFFWG*a`)$QnG}9vQ!h}s5mK^2zx3*Bb>Um8@
z(snz?CpxziCq0?E?BO%vo7X(pt8`oxEZ5~lYD5Z}b9;C5rE_L(bUyb?rc%_Y&3mG;
zr*W^ge2HXG6uVMhqoe%F%WlTJJC=zrRBgGnW9n7CmZzH>U#)m>pJjgW=eE;#O0UmL
zTlM4A(jCu3?z5(cXD)56n0WW%MZ*VGS*bmD%8#V9_RqOG$L#(NvF{bLCTx+5mTB*v
zw$(x@Sb3AhqkR$=6Jrh?;^Z!V-0e22Sn}?V-;dW_o^j>tRDmMCS^Y<}ws9w_cHUT%
zx#XB)&xd3g-ZdBg>({E~+N*f`pWbs#N-kyQ5wG2{MVCxUe4bhbKkf<hJ#hCr>kMv=
zj9Zt#e*OA))A~6n{oBf>%wownQg`QhTaQr0{U687AGF*5QM^-f*%!3MSgovBRJlpl
zQhVPS#gmesHy+$ECt&s&XX7B1Z&Lc_RF+w)$cDelXtu68`ZIU+O}@wb&RtJ%P>wJ)
z%+;Kv=-N{osaAMm^$w=>QJ0$nHeO$&=xMFf{`c3q`W5Tu_8&R&-q|>Ci;(t8>4o~M
z*WWO@vPLLm>K4a$QQ6O5{t<A0?J32qq1dXt(!{zuEo0|?%`%&ZMjL8otG$amyP`!c
z!NWY%sy^t`Dj7a;H4ckj`Bym)CyD3j^zHWFZy)zPQE2rHp+f>ei*D$(OjX#pX@Re%
zV24!Y)7MTO&6k#zsPJ4(;^s`tlI7TXt~si0es6ogwT&h!3J%AwObE(ZTQlL6pI6=X
zXT|2`=IrL@CwS<{H%dEwk}`5jI6K>%|KDT#f6UL$&*x8{TRQFgSJ2A*YuB#T9Zx$m
zgV8wcjK-`3pDZ85l$_lDf~WA1v(btrjkYGb5khyqycC(@JYAu4cG1N}t{XBgE~-0z
zZB684E9)ytpA`FpI>S8D`D=0>AL|9pL4Y=EeEU}R;>C-GzP`RX)8{)}_k=t;I@Kk!
zC3Ho@Zha%|RF#5V`BQTy&SA6eu@;-=WK*E|@7*nn-78nGPR>==d+GOG)%t<em4|Em
zeONAUQt%9zC;j+t`4N{{TN2i(Oq?}!<Avu>vW|$AF6qkTT)&p}QCY;(Q%qZH-^Ik}
zP7B)gDJ&^5CePX@N;x$9#p2Y2%$eaqC%dQolv#9h(bU~0rlz8Mw;h#^)jx98rnk60
zyGT6qjnj;>+*20}HB_X%mDZ^!X@4p9_!rFaP;wD(hjB^`@7hhbE*hOJThX~ASg2e3
z_%tt$TE<2J!E(J!m&xxRHqG02Amh%)!VS+dls5<|t-n+D@u)ca-?Pw>P_DQYBF<Tv
zd=-YwdgdK%0+CB6gehK}aN$J6op<@3*M6gndhU?){vxqF^l9~y<1&q{o;rRlW+BTp
z{APx1WO`?(m>eHfp}OnLl7oEC#}5_hPT5&f_xwx7p*M;yp&Om{oBY0<T4!~LbGrPc
zYiIU-DgG6^SmTxW+pD`|LYq9!UWz#3`f2CRE3x+LJ}-FIak2KC;^a*%j|HM9HMjkj
zf38sUwE0fO(wm+A2QGQ+Q4v4sc|*~4r)iMoTaTzuhf=vbnBK)?@~E9s{mEkW%;Rj`
zj=ZadTQqkTn*=+Z*1I5MdVgb*)aE6oi>-QZO({H~^s*}Rh^TwqPos@BW{Z9XMLA5q
z%v|!F>$~}+H(u9{-oBjD9^|aKawEU$S|_hfwNFCte4H}*{l`>W?|*x*wH9n>_I689
zZCSl;7uU11v)QM|*ICv)mcH-NBKmD&RH4V3045LPBH!EY#h;ewaI8H%L9Fp(r&^m$
z5YwVbEAK{ba`sg}zWv0LQ@>Q^YQ40aUi;K&!;a3T?u?8>R~9;5-M1oV#e_n`yQ!NJ
zx;<|tT8bULv~|_mwXy-vPGvHPMzg)W{O9or?eBL4l_K7sNPqq1_oMfm3|ZapES{P<
zpJm%=B+|R5s4C))%^BOaHLNDQ_L{f7ls0_$zg)FXF`I2=%+%984?HaL6xXEog*Tn>
z5_)<m`LfZ39XvX(B6e0zwu&{`tzeSepnPVhoBfPEMX{@P2IW@y+<tydV#W!r&=Y%a
z1l>%M+M05fZ?e+bCC~Tiwb)(SE%H}8UbJKVn=9&%-o2Z?<8_D5<cQ2`9!sB04Kq8@
zyF8?P!sWoLMjLkUR4upl-Mn6-QFM8vRJd-c%2fe{4S72rvdu6~=L2n4wfp<h|M2JY
z_V?faY2g$W+Iez^Mp}&Q{0kkE`d4thTyt!q%h4>RA6aK>Z?POrNm%;#neQdOl`CrJ
z990#Q)JuK+?p<47AK%0Shg8J=S+858wdHWs3n%rwmax-@xO#>7U9EM*E00cX3=ry;
zc6OGL)Vq9T`pQ=Mjc*_RK0dcxwKc}YUug32`Nvb^pB7oJ7h@7@I)902XOP*6ttrcY
z1?=GLcpV{eJn^xNp>D>4%$Q5h7fOjMo{RKQ@G26sNSaV=wK|b;Zj0Iiw}h;-wJJ$n
zLXW-}x_lQl|8wzF{2jHM8ru_%>{ECpCcS-sdI#6c+e-~Yw9bDN%!u54*rIsDm8(0a
zn1*ibt$38un3WPX=i{a+x~Ff3HK(>KW>>D2bn|#7dNyO~sSR8EnqwL|E(;%#R@*GI
zaOqm-ty{AU_b(KTmQ>pySNTNn#M2_sW`@I$`|a%>9QyX{+qAdKF3aTh9{FThwD2O6
zCbzcV+Om~TLJfsoGpfpEbo&>kwC{W2((#N-_JnGn^UKn{1Cz{VwJuFvS}?OSXxk#Q
zjN`E>g(;2tRxv(S`KGrMcZyy3A+_^dZQq@Xn`S(6*|g;PuU*<Z|95Xr*&rr%{esdK
zZHa529__l=Qj+PrTUITzStiqU{ZeIK&CF1rV*Yg^Zd$@Tifc6*RWnO}Zc*#LxSuO_
z{)OKTmp7lh^vF`vc3Xh#yd5)NE@X7iovSd__)(j+UdDo#TU*x{ZqZ@y%=x@lx|UHx
zYoG7;tvT8AT^z2JFlt&Zof>+%usv-?M#}QyYnHqoQa>&>t$SxU<$*?P2w(1&2k!(k
zWgkAvV@UAatujHh_ewy0WR)MMR_B^UPp=DAwq8&D@xM@(b?#p#hsKUW-_Dt;Og<*j
zE3>@!<c{P?=M`liZ<0A}tFNBg>^$#4)vuS!wLjHwITu;zp`&~1q40uh9IG#^aMXO-
z{8Zt-)0gZ`H-74RT2E0+d^>Tq{PU<{Z{5tD#dGJ*{cE%?<J(lXgu<r@in)&;PgoJM
z=JxflxK~=@#}g%1Jx<hoBI=&>_3Kwr4xN*1HG%&o=&jDXC@Hk&!YnQiUVatEfbaWd
z?|kQdd2W`e(CQ$w6M~xOJd1x@H0$*(ei+@;{(|-Arj(sR?wZOvdX=GG*S%K;M@&=R
z>-lQq&kl+B0@Wp3A}^;tIdOFYUtHgjL$OiLoZ9b9uT*}S`1_7TBu}O5NwKvi)_##?
z(@GdEA9eLfhX@PwTgRA5i<vH;sa8?zu|EIAvt5UGofllLocLnKvuN|;o3?qypIKv#
zJ@&=SDb0>aaa7(q<5|#`z*l+eOC^synR;6#Y3ekVM?Lj>(h8nTtuEOnpI&pZ<e@?5
z8$02%X;U{TZ9SkZ{=|DTuT-Nc$A{FujHX*rW=;KjE^XPcMK9|XQ+W5SUo3Z>l@47>
zIvf6M@!dVnH{ZQDG*P%@YM<v_i!FY#UuKAWeV`<7@=MBU;?KCnH{ExZZrJ3pB#rTl
zROVBIeMOT39&zOt?mGU<Dz7kdLXef!-uXK_;xgK=E#%Qu_Tbu8aQ%*ZNFkqS_$gVX
zJYCB_LDOdFXNUwztv);VPX58#_+0|ejP7r0Sn}nDla+e0RE1q7NA6!SBmK<W7dtIw
zh4(H^Nh+MXzed$s(J{cUV)nEz4{9}US8aIy!z&~BnC9wZ$&BGzs#Co)RU;Mqr)u~v
zOExXHFHo7bIeNQZ;ghM{c7?^(st+ceI&!K@w(Z25g3ke(N2YQw+kM^pAA4MV(kCu+
z&PzrcoIG{z|MC7S**D{psn!D~iO9>nW=z==JhVGs>Thc?@M8<s$P``WEO6biYqHV#
z)Sk?$m?*a!0sAyfYk4)LkEqvaObowdx$<<o^*PRH@4HV-m{v=uA4>m!tI5oJZuhFj
zng<<joqHxJeJM26{!n~U^Kwb=qbZj>VslnZUMRTo>a~{|o=V-y9?mB{UsZU_WVjTw
zUNCaf*$0;-|3sQTI_3VX?cC#id>iI4&q@8e+AE7mZ1GNE_mUXy4;QngW;H(jmv5Nb
z{Ka&i!ZiQ&t0OcS^nQ0uX1}1qG$}4wEwg=Jb(r@0vVNJsj{4ibepLl#IdRQ<q&xq-
z_zCS8C%xX<r!mIfz9w7RxM%D+6rG!^Ykf{F)@=r>wT`NS#H7ZhQ-z9dhKJ0avd(^E
zPOEiXbab@B2B%XTOE<PgFD_`@JV9lm1*gU~I}@hWIZwhm&bf4ORB2Q`y&TjbY}(@;
z*IE|H^Rg|2Z?^rcC0nO|<&?iv`)h^l<bQ1bS}`vhru_}b;#_!*HTd))E=Ar=cSMcX
zKABpw)=BxZ-SczPdsSUq?kch0&yMO`H?8vU#Bd8HK8B=kQ?D((dhAGnl6Ubpl}%mN
za+`keU94Z|C-QyfmIdK++;oG!O#f|n)Z$pA;&!ctoD#P}t@_k5<~&#|@?w#SQ+auL
z;+lg`L{-0ft8UQfJUVrT=eD=AH*Y;_IpfZscbCO{s$$koF;gw~_j-CYh%?dSo2dAl
zC)eh^o0vVxX={U)W6aMj>+dWR{B!4*3ip#x)i(w%%0W@)KR2z<_}YGY*CDGtLB>40
zwjFuxYxD2Rw{K3#$;l^ETVygtAKky;V|dd1nCiNU-bmi3|J)KnJ63c}ZanHb=fjh=
zmiPC4IyfOm=Un5IzRd3Uybs?jm&Jsy4G6pWJ+f`m-^`>b`}CS(yd(4Of45ruWy0$}
zik&;!Cq&$GSbx*c<BOPn*3xY!+~QQ-lQL(8%nA$hkX)Ew%$?;P2O4WtFjWyu(c*fQ
z?bk4uz5GsX+AKqXNsXzG7s}k6vg=o7U_$P?<u@bu>9%ZHWMy!pbMi6U_zfPjt(~6<
zcW#*Eu|`KR)7C6L!Ju#3WPjx=(?xZrt}l{Qt2k4b8nASlV3E?hNp=Zygq%7jJaV}s
z+b9}zFyLfg(bNsjc`{4B>n!K?;M7^wd~{;?ozl|h*;!d!#X0`|{a#y=a@VO`J2U6(
zFPA$Xs}8s)Tr~QyWpadP_Sd3)U14$loH}cJE=+H{dhz1HH0Db@I^}C)A~nvPc=h`A
z=d^^@2@#W)tvaGwuzsOqxKGr>G^Q^#*ETPk>|&QIpK)@MD)=-=&|ynozkUTRln0&P
z2s-5{b+4vry0r`Q>E{jEOjl+#KUUuI=!Is%xrt9iRHkapzdGfF%3Fgedp>QQel(W(
z_U+r;w~zHo|IW?L&27y++{W9wcJ11=_g{mK9Mfxw$+8r0)NI`|i9>LHUE6wV!R<TF
zdcA(K<oKbYiQ)Uqj!r7b*=e?2VqsuqO|9x%i6}Si(%Xx+owQ_)a-XfU{k`8UzO8(<
z3nMF*p0QqdE8LD(XWbgDmNQfL1+VaPi}}0#LSf~K$t$C_+;LBux+`z-wv`jZD|#D_
z8+l$2(!TjH&e^-7K$8D#z|kXJ{#8xu+ATkwdLHp;W8CGw(?tauF4pe9_p0*h+-lvh
za3Q0Vv^3}huvxQaas9sX^Z0ewsAN^i4_A#gF7aZWb#ig%)!!we?OqMB%Ij4=U6{_f
zJT<vc`g&_X)|$f;w<tady~8HB@1vy(W217f^L2r?|IV+BHe6d5%MCiAbxzf*m7p!z
zPSMfQpcAJ2?EjWj{Qvv?;il7i-f!A?MVDU|yRZ1vzeH*Jyln20T^AOmO#O1gcfzG5
zl8YXT8XfeSTsUju7TGMNcXuB6t260|hDRMK>b|ya-8#nq-P+MpcJa4%skhtdFO^n{
z_4xTtcJo0acSjr9hdZ)g<gARa)j1n^@s^Z#tj*4k!P4G43w?{WEzxOQ)6+h6)8Ppo
z%F{z#yl0pkS5|qf)z@JC)~Unz$d>bhLIzx#`k!ml^(Hq97n!%PtL!wLwXJUQCVl57
zt%Z@d{8rrB>%UT#<M*#$H{1;D1k2+ExU6T%R37Erd3>eMif5bNOnBd7+_IF%{P~^Y
zbH;M~*;!c&cJGdkF)vIB3VOXd;H`G2!^LZ}gHFB;Q0KRhxA0?AzZ!PAWWC13r%W&R
zE#Ogq=@7qoD*vU8Zc3Y0$grB*{k|r2XU~Jn>r6grC9_;R$S%*rE?-lyKRI~0Un^)A
zG3e}$DXANEQe#?mifR{4E&RHE%X6ujM<=EWB_5r7*>3+e&xw~0e6p;+mF}fIX`6GV
z(}NSrdR2|Dk1ut<pS|Qor^=m^oI8${u6Sg{yYOkV;`fPetN2`{b+#{dxBmQao!yi@
zMKA9@y>Rf6(b^YIQqu(<{XXUTUFEEu)`OKVw;avXa`@WY_9{YR(P5Rjlf@>L^j-Ag
zek>5BsM-?M?h+rqyJ)&Vk;*ie6v>&aj&s?&GtUVxDtxA`xP;GI@9iUxwj^u*UDpd@
z`J7$ubpPDDf`{R(*rbjP6Yg)G<*DtL%|Bhs^T||^DNC-0oL=*&<EqL@?fbhTxf!ls
zz1sPG*JQZ@6<3eT>lS*YWbWT<;?~Nw!&@>!aUbio1CIn|H7+exIPy*LZuvfj>A!ns
z>^U@F`nPIC+kqSdXO?L#6P4W$Md$CGdSbzeyGw2<nU{QAJk|c^oLs$C&tG>f5OkUK
zZ|eKc*()C?szl9MvteOE`=pNDAx<Z*_69HN5(?Y*xbFa0?o=Jlxb}PT`--D(x^YYt
z6`HxWWcJ%NJ*}RT!f(th>Snm3>V0|@*V$u>xTELXRh_%|`;>3@LOgC?mkd@8UwUTa
zLMt(^6fxD1EyWc&OP`w-mS+~~>3VH_eq*2EMA4%AEg8xe6DDjcd$>>E{aNI*(2p(C
z#Fp^PZFk!I=FTzJsY`ff2C?4R$-}ko4=ekoj4+n6Yfe(@J)GX{(>a=T_Q0f)4Jtvi
z()<gTz5^`^b6;6<@}PUd*RNk4b8~YO{rqPgd1REdR6$#9{jS}+_c{i>i<5YD#4+Q0
zT9*5}o&9^b6gR%uBVKMl|NQY+PAgIq9`a=OSj=5xIPs~;?j@DSPyI3WN!ZC*eYlMm
zydylh-<Az@l#r77ieq20rR-&jrObbc6!|G{*m5-EPO{xu_P&zO6H_Bk?OL@&cG{xm
zrLH<l&c2LFWYRvjKzpustI4;CD`xe{#D4L*7^ydDlBwW#ub$SWR+TZ!gyJN;s+{aL
zX+4qI+rH$TVGP@}(`i#oqP7@Lx~06F_t4b+DOXQ=o#Hcf*ZopD!{U%jn9QeB*AqRJ
z)@gK#Dp@{=*3MX(8l|1@x8a`o|MZoYFHTbRez2%puL*Pr;D(~7UMp6wZU&w904kd-
z-fp=pq`b~)tApvxjtkjmUd}FzR0|SYb^c+GbAsnC#~=gkclm0iaz|!wQG3eqz{~Ww
z$1T34$GGht$)_iJN=EDx3XodyF*QEa%f)_6&xGuP1+4rlc9eygbWGafsC(e>#Lzp+
z?g_0w3?goa@4miqu2-_7-Te2<A3r;NWD?V(pbI_H^Or8LS6g56YldAUpYtisHOA*{
zg!6Vjo#v#H@bAyhf^(M7RjdrMx^G!XM$GxVv^0n_cmEo}h+8fZXBPPi>nvpnoAZCV
z>2h68YaYQxS2k@>aV%daySB`(?;rPfo0d6RrnlZk|Je1{;+AKmvVfMQ*s;B7KQ8{=
zS7F$zo^)<n*VR3b#O7YvczB}DJGsN(CvVo4IXG>OLQemrw(j*k7v2QS7guRN`#t)i
zhvvUtXQq&#BRAb+0%aw1t5!{2n3Z&8p=89Z{8?WuEi-M+Jm2e0nbPSU^Ya+f*~s!_
z+3)2?*_PJaauWLK_?9m{;is11l4s)QR$lpXsOI^mtac$w)zqZI&wAgbt(m-)vs9|D
zFs<{P6rrfn<<G3`GEXV{R`}ElFPC1ARm%Rb!{K_w!qk>I{?45$dK@pjI8;~84zd<_
zl-Cf$;JI7>L;j=Li#Olmyv(7)Ha)gXvgYUM_%_hNVu$(dc|fOOZ`r!_;GLbt!o3E^
zZ`Sl}@86;|?Tps*Cl6ldJ@Q_>zDy;vJ;?pcg<r2O@ajh_Iods?G=OL3Y!?=rEmM@w
z-Jiuft^WsqVOQZc5w$&Cnu=eh_WiID^Hf^DugB=@%Sl$}<XmN8YXM9%Z*fI#I_`BV
zan60`-N&7o{GtT3{JwRBSgo2kW0J1NH|gt<m*>=G^7(Jp4RaDV@N=`e_L*C8ozpX|
zJl_Ko!zcB{#cWJnYvNHHwA3d@^T(2@|Gl3~J$*nc?er?yUmn``U&k;U`@8O3+?~4E
z*ty{i_EQcNMdeIAccANX>xGF6Zs-**;P#eES;-u;^vj~h6WX`b2*kHrh^p$H@H^hA
z(e-QMtr-T(Q%~mY58>6>llOIExYWn@r%#l<&wmmsDiCoyZ?|sF?zh_*7z{EmshoKJ
zx!~*7@Wa#h|4F@(wR-K1{WERRmdFZ3idG5#z7d>z@b>N7(mG$FJ2QgjoY@@2(c`7l
zC9WIA(k-U@syyfHEYp>no#U6yyDZ9aarUQF?aa56yF1Ta;&abrxLVJ-_2ZJ9O?S#>
ze2LJQxN714-B&j1K9LaRoVF`3>v@c)j;QoAm-gC6hxh$%w+jC;=SrDO`JRbU{rp!q
zZkY7MTrGP=nCR86gSk6)@7}#|<Ho>}TbV2or%WF96)uh6!gJU%F*Y{#?<wge?`F?h
z7RIqL=v<{Or}dKnK3lWSGhb4dSihZb!FV#@Q|qhmmKQVQkA-R8Wv_KK_%r7fYi3mA
z(FqZL4bj>ACM|oW<N1PV*Xvi>>yNE}{A}X|zv_iE!-E{uPMXfUveUZd%JT09YV$2W
zzFjkk{pqHI6W%<TaKNkMpXl<}w=Z4{j4*%r+Hv!u74Kb+3*2fo$or{q^}wSh?n`%i
z<!e9ls-EsSamt|4)v)eQ#f#Ukn^R9u>+F8o$}N5<uKI0g$+ZUm?_F8(KNoG=lDlE|
z&X;GEIO{KQL`x|xUdS>nY~O?{-yg^<KH4pQ_{Yb`!RhT+GM{;zn=mD9ZDzxjtL(xN
zLBI6PHA6Rjt=ib4wf(2k%*f4$i*6-wWG?NUzVDp&zUOvDUe^BBoJA^O9=FSPbzC?R
zU&DVf+1J-sr}L=m?-d)Wcjg*rCnxTlW2<RAi)&4?Qn#>mS#pZAv-81eD<1oCu9<L*
zIZE8uE9`;}lY3I3>ZUC^(=W$OKBcpRjpymC>ytMfR{46POEB;Gmj)GCw|KQ_=QGQ1
zhTAP#C=(g6@Uf+NpV!*QmV)Jazfa{BTIYDL_syC+X^Y;1Z?-F(*G?7q#boj0mgigp
zL&t@zDO!<E8ZQ${%geuWi#%A@9CK|#SmA^;mBi+#=kDj^w&+;Q7n?S%)AhK-9=FHW
za_?02vWYBxqpi!#J$c@o*tQoNJ<Fb4Q`;e(cE@3oV1(xJ{JPK5D^{*-oLhEF(=a`<
zc%JDe?U3#5epeKqvc{BT8gw%MlDglbrCYW6mg=&YGL4&Euiq?s>DxMO%_Y~w@Nn@f
z*RMOLr>kGNetmNw)4Pi|75$ozzI`=$kN9cVtWe=omSS0NJ8O?;wy#O@imrVUa-w+q
zkA=@4O^68U6xdh)fr-O@S8eBkLy{3wd!o`S{q(Lqocv||2h(RAI(-{To=n{woNg`j
zQZneB&e`X)7I(}woWH{8To1?140DzFKdPgieO*$@_*f`1?;YR81D9OxIB$yI669<n
zHhosB=%VJ8p=vD|2eN*JTQGYo7u7uR3ws-&)LpxuQT>r#Y;>;eE9vP5jv*_5>TLNL
zn46nx|EWQFa_qMyYHKI5s$@1tv5ASlcy>bD?>E=_yC#a|oqLLoYgQgj4e(}q7o_fF
z<#tqe_0wnX=FOA4%Kl`Q+{}(@HqJGh&)Z2yMMr}!a4^Waq5;|q@&L3A{7&ih*n*3$
z;s=+_&YLx3vzSxL&l4<bOD+g9ESwcSb=_-zRX&wPj$KlzD^CZiz6sbY>64HdsZ?mZ
z{?+T(+<p6QKhL`I@^g*d{q?+t;oS3<{4M+*YnT!$rrxZQYw$%X<Gl0NYg>|+PT>zy
zEYoE^y}WSYRDq(W+e@-DG6GI&$8#pmI)3cnhQmb@_@`_+)PH5#UDM;&XWp9NQe|b$
zIrH(B&vW+isIFhJw}3li-AUH)RYy}N74C|-wZ|@^EV@T7+QU*iyla_Y=#&>1IcCnA
zH}6m~Xs}@a^5x4D@-3Y2oBIVknzXsyV)nH?2h>d!Z*JGG)?KnWdFKQd%j}@C2rk9t
zYXz6yznxk?rD(3j{$&w=jqXUaDZk6)6hFsR{9QbJ(Rx)$3tRony#mt<)=ZIAOKo1b
zM09$t>*mKxeU*0JDXg)rd2PBfCxA;W>*fc=xd}`AK3@9%abj@P1{bb*qS=$DYQ2>&
zV!8I?<Ku^*Q^;z*@4nw!`uf^Iwb?mLpgn+hYQNt#D1LV4$Q)D6-5#@!IICsq-Fo8k
z;?lL1UdkLMj~b$%cpVWHo#nIn^0Y0oUQa}0MZDKfXDjI4Q`8@0Yjt<aw>zFMzIoiV
z6=D>frKnNrbB1Z+)GfSOb1ylaJ1Y8js#4j}l-Nwkh<7%*|KCMV$@(s=t9`gzdCz+e
zo$n_mMtDx=PpkCPE7Li;^w1ZHdCe+D-csh4ceQ7Ief3W*g;&sM+Qr|{B}pz!%>Q}y
z-Y!&)?30;z%+-(iwE6n%;+jbsZvDD`nfBrDI-h5}G@sH@yf#|?o<$^QZhX-@Z^cb3
z_IevhU6MH{$YwWbr_k#=DyJeRZ#f+Fye!jaVN3H8*Oup@S(k-oHXJ_;+63kka=+5g
zJLnSs5m9EvgQq9FYsq^vg@ZAE!8|+t?Xqf#%~3biwy}CSJ^Xv_oZqx5myWs5kJrt7
zUdZUC_1K{{PgkI2w(yf8%fREOw?F*dK6$}|Rm@8)onN(p2CtS02?;w-I$-s5O7Mdz
z!G4~9{(C$Lox{Vg8Fl>XpT`~Q;<8U~wOnfTyyWywYGQy-W?0yXRbICjs_=A+AG`Bl
z$;2f$5(_Wh{q?Kr{ee?g7d~cX66H7+6)|;(xoT0U@^sZtSHIV{y^7HIt9R-B@vY&{
zN>rEd>L;A?Oel<um~@R*{Olp!nRl1z_80`ZD%bwlIc3?rsXS{AZaSQFJS^|r!QV5M
z6!urhJnhhqnbdKT&8O_>#iqr-rwA;Q-KTP}OpnV)n(x8U&8Jl!dl|=wxrsghDqy?q
zLS^LXJ(obsOE2nNp3vj}MyEaPz=Z~}(r2c=^92r;<<`EL?Oc0zt?F~T*Bb4z(`FyJ
zbZXK|nO9yr?%1iyFHsYVxn{&y_RDIK*Yi(5ZM3)bzMUt{{ZXQIb9$``XSn6#V~L$6
zAEuUtRn5_v&iiYZt(PoYW}3~^(g(X{UfQU-Wm9L?GtZfyCbck|rzI7gi#7L(D*Sz`
z(wzOVPxMMB2d{(+73{h78{QOn2t`aSxv=G=<q^$m9Golf-4~2lsPt~?n-!0gxt!{`
zS8mPUde3F4MYK%i($uyL7EQS$mdEG&8RczMN^P@v&}e(|TxMZzfO16b`@{}&xuWAv
zEg?JI_r$OIC)%gbUZyx@S72LO!o^9BD?cw-vh@I~HqTS#br$JN<=-E6=vcKq(py{c
z?-Ga3E{*46uYN?VSS)bsoSbk(RLk@_`CE*d-Jh#0zuqu;eo}nT;=8rAOO@t4mRGlK
zjaELUx@L!7bI|m}`-WNK3-5}pX3f0FI%VB%x1_=-mly{Rp=)KyN%{HuSFT?DdRe3E
zvqyj7%_UK6V(uOV#mxWgW6~C%PCM$`^T>o-Vol-3J5nnPt$2eTxkXJcyjgQJ#LP4H
z+D5i%E)7MWwdVP6oTn!KWx5dKj>kJ{?yMDcn#Iw=#`2==`28$iF`h^!?Up^0#F*~1
ztX(?ix6y{Ki-)9i+QWX??l`(uFf6e<<&DJ-RwMVghey|WPd--qJ8x6z6VYq8CTv-E
zXTiOT7Y|NTF1V#-V!Zm!x3C`GW4eVLoeH-rUZ`(&+PyyGytBzVr*ocCTqP3~Ox-!I
z9$0iUytlWP^<$aei@VDkL(iVOlOPl+WZ>x>U3~cs<EtaVMZ)?stgWp>7ftKpOm^ok
z7dq0&6vL;iyG8X=m)?|Gv;OE)%PZsjqxySKSCq|EnQ>&&vtmDiD5Z5fOqIlR`E`XC
z{+6j+Di}G(Eper9loRLbHGTDw7g%}D9++fx@TV8Y%UY*e*}T6}oBaDd_X))=zvOrG
z-HglXQ{Fk=S|}<Ukr&&$zkkZhL%p4zX{*)Nik~fYc*>*}q$X5*rNq<J)@}Z=^)5-7
zv%+K86IKSgiMZx0?YibWv0B$Xrgc(y1k*wBD-W6$UEQ@$<`T=a^OfAXv$<C;EMuC_
zaDeYb^VC|=S&h$%Gq$$&OpN}=vHthoo!>U>XkC3JmCIi%LMBXE$i!F9YJqj(85QFV
zCQ90QGuNjbZ!6fO_2m0<ZozZkmaM(<$<db~M0ulyklhw;#jCrDRK&ztr$m_*cWXGO
zdgxf0Gdk>_B$#V>R&e$?H4|Hb^1ZPs*Kf+@ojq$gXI&%P-uo(_xXSNyU0k#9?v5pA
zW^Xz3+Vj=M!Y5OAyH(^}YbmdtrB@R7+=z3_n(G&mg(_7om&P>nzKi2}$#f!>+hf1@
zcD++fm)3Ag+*;YMys<#sA}?<0F=4CpM+X?(!wS#W9^c8ulJ$DsnTu;DX9_P0P?{NS
z?eS!4%JZn=W}O=e851t4doE%Xdz`W=Ysr4KuMV?k{V>_^VQbm(8mq!DmbTaL-aYG;
zQDDTRc<9}aiD_1kswbVh>Xs0?lKHshQAL+&DG_?JUYgmgC^nz6tUmOmMyRIj{WT>9
za-ByzpItg(QEF1KTyv#Qx1Y$J%9S|*TK+3TP6lhHboD2g8m+D{iZ7a=!mD#~=5#sd
zlbS0{rk%Fn>HHRW=*IMUeV%KUEn9ZTZEO3BWYC7kazp1#7MBh+PF?w<v(iiQE^qo&
zkj&$EW9#bG+*w&!TvbvfJx}`zqnan(n{(Ob$P<m_;lh^=dcNK<by}rurmfk@!~@qC
zY}*!A6Pr=C++<rxX(_M5Jg0e&Ki#lUZHejB-fHjr-aTvDgW_+G1(Gsd!b%t|3$s?)
zo}3siD=Yh`#>@E2hdr8t(Mxmo6-6<;a6h%HIOb=mM&r?m5&JgjuB*-t%bg%?|7gO3
zedjL3Sg!K_?={KiAfua1Kv93tV{Sj|3#^kr)ZDp!`}X_lhwt0_GoKe;|DLpI{T46%
z>56ZfbZ>mSQ+WA+l**m5+qoZ}>eov~MMWk2{q;3fJ-vo+!?O90v(KN}8pYPYI8#50
z^I<}E!cU|49UaZrc(qoW2U@<J(EXu^S?t}kR?fgz2abrIJ65l~^zx;1VS3#O2A*qz
zwr4r)Jnr0k=K3)Q&8G8HImBiMinbrPw9Vq8ovv|{+c%lQtB}ncIZ@WzQ|IpSI>dI`
z(dLKMql-F<f2w3s7V*v49k;_}cJ>5C(<3k5yh&kZ(Nj<qj3~LYcxHHvyIT0KLofFg
z`l+6?nY`)zs>-<Q96GBwpBZgf(xVhL?^Lg@l;^vgWjEF}PMP!7RP@3L9o@$+N~SM&
z-I%^mY43VP$xm8-Y+|~d(~PV#KTj6;<Tcs*;kln4ic&ovCSJ00YEhQD^H*VNfu&Hc
zLB|@eoBdZDXLW7Mj*O5IjPhZ3TG=xpE#d0*>)qRqPJMd${regN`9#;!$1gsEMy9`s
zTvG5`{qB(T^}vWrRi;d<ohrWHEq~a=t=F)2+bynZYon)IWD391_<f^h)pUpapuQcG
zUhQ^{5>j`3)%s6usf9?SV^Eogy0u@2|EnZbPS(q{Z)Hjsy=-}^CiAL7edhxn#XyzW
zQ#$l}MU1VVy#G4kuZ3z$RQ1E4FYA{GMRsoC&CNca>gl1{(syK$3sdejMbq~uCNYO|
zO6#ysJZgD0X65YL&%exn5%ccUI?GE_x)i)0tMc&`I5O*T^>FIDS3NXkzFP1wCq{_x
zx)<;2+PHq_q=!G5g!OM^9`)<oX7*&(x(9}8DRRgCwu;p}IhJ`&b19$JS-zgzt_FVP
zI`{V}T7GI&z8@<#Ev5L}xtDuhp2}I;_a=r}>Av0Bx+|+vUi=Wf^fmbOi-j&?=h6<Q
zn5eE>m09!T7=LcAduM>}f!M5dk3X;7D&%A}&CJAP1uxSMA*b&$|9O`Sil-N|h&?|a
zX#KUed~LR^d3bp7R?k(OYmCoXFoVv|1zo50|L^zkmMxcLc3P;2UEg@jHcPNlms|T~
zqgOOT>p#9b4Ci<sMM_;co!egG_<Wt=JPy;hT+g3)$hIsgE{T6_)?t0b^KG}b<Dz4t
z#r!9ioY6X!+kUBHd2jutMaROOR&15j3;pkP%IM0at+h<2gCrHzAHDO?iBE7kwd3ri
zM`kN6cg8FU_1I-oJGVQ+s@H4XZ3Q*gonbd@ZEY`HylCjKX8yFD1+$t=n7Qva?{Hyw
zy(>eKCn}Qd-7DAA7nXjyl{NRebBDI>i5Bm-cT6AM>lf+)omlwB=1$4c)UTdF3_mX3
z>{S-t!K339^|R&9%U=h=m0Tabp0HwKR9lLtj*na5C&uXx$;)r6|L{Lq=kqFPw*J$J
z+W)6_FuXH<{5wL)@y_?<-<SN}d*^q+Tt%-3g^ZVUZf);pxY}|j^QFwyfXi0S$5q$Y
zFunWw^{bMg|9W0I=esvvo%3c1b9Zkqzn@!ZvVX}=X7)`>j>Vho2s*10mc_Yd_xpX)
z^D3W7{x}`~k7;^bRpz3WUbnQPf(74GlXglgyBw+Au$w<?iP-ZGS={$@^n)gCa*kT;
zvzcj!$b|_RStp)x80fW%=@;$VwTo+)%v2ruD<`Jzc)IWEr9y+3A1}DS^A@z6AE2W;
zcgMFwOQ-Ocm6vz3NL?+xXtKd1Jy?iisZ_+i4x@6PS5n4PayQ64UgZ{3SS*q^uW@$T
z4%fvg;T4P5?y{`q6+bv_)8-X@6N}k4uIs+mcF(eAPHgh*XI|{Jk`Y%;*0<jfbid)D
zdwS=&+MwU%&r2R|<e9!CtCwNLy8dYGg0l=xCL2_gxY>6s@ezLe%X^8a>iQSIC1!@k
zF*(hiuldnIws`Gi)#;6`-|uGcNbs9eduI<vJ-gSm<dfX%UMZM-=3>va<kj&^KXLc>
zq-O!sI%++ihh)hunkwMc%djNKDpN*p8+W3!v-6wxXBxE?OH`&_?pb_XW8%_@;df?e
zo|WJ7aQZhp#ecg5BT|o@nyQ`n?aj>(XY=cXx82HG-Np0CF5OqC;JH|5-h{(%H2z7i
zQ)VhHSW@-c%dbYLQGAuQ%GK5BsS779kqr{OvLjYu=ZVS7st?Y6yr`tYXpwHlWVMYZ
zOr}T7oKM|XY06n~YvKBo8|GqJd=tX#PPjgQl$LPuoQGZDBY}fH@iY0a9XNC|{OsAY
z2j@=Pah>Ps#tku#GdVUcN)=9g-kp8qQSqO-Ydwxk*&Mn`-Q&IMoU6jKPCm-!I&^dE
zGQsInEBD^1%84m6vFqDxxua6_zpUz^xi{=eCujy9&DG29z9n{T|D#iZ&YU_ceSDPE
z3wDOc@UF?ay3cE|p2F6%0*@GlBQ9BS+813Hn%_Tp>Y2I4OZML0(G&XXZ^ksqYwIta
zx=`~p&tyf<@jTDs6_<WFKizaV$n{R_Ple_6qKmw{)`w?sDqe5guyCQ`3G)wgmw#u=
ztvHZ7<<2B8_SzbzfBWvdceTEr{hCpEgI2@l^LEl@H&ewe9`_h)owNGgp}p4BXf5mX
z9`CHzk(rF;^Ao-M?A3Y1t0t#p9-K5qHf!z5t>-Egzn!#v5hSj>hvUJmM`dMYd?&P4
zEMc2wa<Jvz;#q&wI6eE@r4--(p1bu$j7L{x%qFi>2e=9^)M&n*bfTz(Ei5>Aveu_n
zw&$Ca%_WM9Rz6<!B*A<AQ9i4y>z^12yr^7hyM43$D$S1Pm6?X8YvXd~r_D^PKIXK2
z(u%xk&%PGD-gt2h=dFjG(^4;dws7`5wP(>2(d`#?LUp70vlkVzgn4i-RB=3DI^*Cu
ztLF=TdzJ3+(S92vHo+~{L6_Nk_VnGmc5(5Qzp!X|+cfX8*9&JechFFpv)%mmckkXY
z%EoA(bh^&d_k&B*{_qpIsfr7}H=ES)Oe-kc`PRV2y;s}0^tH8Scibx;-M^rv@>_29
z-QMD0Ki%ZO-f3ymJfDPCSMT;n`&q%_b*=Dwb4YB{>05^UjnCCVVg394etEgdCxSl?
z%m14&Q$DcBK}++<Jdw!f*$3Y!n>g)XtsfQMTNdHP{nElJ;F9UvH*fy@f4jGOLrmyY
z`+dLmO`1L1A<pY$HbbdIV#@@EMH)i$7#CLbGE2G|GqbwLo{(3v*rTh`(<ZcRNeLTM
zu)~fcj!WkhRahuHItZ}|6)+rMHAO*Sf<#-3%J-R1{`~uKZQuUV>#^ByxBi~<&hGAB
zyU^vozPvpC_V!=P-)sKf%&xt5L!rM_OYiZjdv!T0W2P91ZRvJ1?ugv_EU`<#tG{sB
z8<PnSgVul4eXDk&RANeBYqYMz#2Tv&5sVCr1XpZ(SiF4sa&@b|%v962XAV|%N6D<x
zeY)(~>pASw>MxSw*c~&E_sPEb8Y#7T$8oKxU7jq@Hr0P9Uh9;j+`1;}$Ht52{p;(i
zd>?KyvJkW>P@IxmB%Gp?aM6t+=2_>H)RnqXo@WzwxaoiSzO`)IroPIxkD5c>;vG&g
zM}-|vJs)s>o`}Bj+5PReEu=+HMx~~tw3yyLc2;kR>kWbABS-lCt}K^~Fx;GTvVEOo
zr9||KDJ}u$<eGM$E9iAz!X_azT}QP=k-1y=<;M1fCF>si4>vAY{zz18;~_iI4Js4$
zRCajCiZ69l)k;Wwc*=OgtCrl`+YVme_sw+2mrLG>{kGp4&dxSxKJb6FJuAbFO{v@^
zrKOJX@$$casd`U4@a5&@<Fe5^3KVr>b{J?DZ1l5Rvf$FCr>>t;JzsuV&KZ1l&4ne)
zW?VKY*4yy(lvU8a+ah1Se|N60|Gy)-(fRD5!)0!(GF+q2W#4(!^ge1Kk4;Zuz^6@<
z)U572j<HT$cXh)z3-gWFzr9@2|9V@SdUQ}Euk7~f>gwY&H?@nMiMVrgW=G8OC09PK
znKs!>p8K_S1M9g$NA-CMp1MaY3ssKYjySGswe48gg{5h-bJjANT2A*m)%8fxb?siw
zmrqQ>>V)1U+pl`Cu&q`5w3&&?lCq6QuG`M~8ooAOO?+|GuIQtGF6kV5d-hK4hBf;d
z!u~6*ZMhJ{<*)uAMvU|N%<xyIyuYjd^S-;;nN7@8Xu1_|n{Gr}hSD^X<p-A@jySR^
zEiTMVF3RVQs$xjgfsG{!Pg-QX#hrGokl3}W?WosT=U(Be!)iyjI?h@2=<0(94|de*
zBwXCdwf)7xO0}}m(wTcUGx4wNcq$iRdTg2R>;%v{`<$Cb5!-TZwj57CGlMaGUZvWf
zC+hZz@t`|I4&B*VJh^FVMECt0T9dBK)V_Am(MbH-ku_N@t7k;+-Rj)?rT#&vM@``5
zs8h%MY)*5{W64X}Qua1#hIxM6%E}jqLhoqUJln4FvCVtw+OG+5Y;sW+E7op^bjj_m
z5Eb6JB}giBaq<L{bxWq$2Y%Gbu~2xlNmw^|s#)FDtV7R|6AhKxQY01j@|Ei?dAfYo
zclPVGVcOwS<oK`0ofPiOZtYW-pChln{b)_Xq5FDW?Gjr*B`;QOnImXi-u?Y>`SGKb
zb9S1PpYH6iIIX;A-s=>}XpSyjj)&(JYu!sG$!)%R!DWpb=O5PvZ}v493V)x`;aYnq
z<GAt4H=V+gpY9~>H~;hV;|=B11YTa=jZ9(X<=<zxvWcy;_^5TqOXj)D-Ks9Ot&bL7
zRddpEeY$IT5%+|Zu^guTLFc%+|Hr<oe=JtH;>WaEjjr1-h%`#eXFe1C``@Yj%!EeO
zv-1m&pL0uP+_tsh>q7oo4$vKAoZ^o`*G0~&c*I%pWTJb*w>LLUV<USzHSc66zkRw?
zB=?oMLg}vyRw^OYK0@qCH<Q0Oc`!$=RAvv|qx&dyanr1-PZthyM_#+cen+v5D{@P*
z&{}r=-w)!v<-8t;oLXzj>|HH)UCZvNUEX)UX69Lvs&B)!rW(p?>m+zS-5Qmdo1=5t
zs$i=$`)RGX%tceTDJYlD=Dw$uXd3Z3p?ho3b-CkB-0HguCJW@~`0YM>Eb312{b1W;
zm!p1dj6CO?8z@k{;^>}bOOETNHb4A6d0zC|jMn6kyiIzY;g_DA$+~y1r|n(pH`Xgw
ztl4KnKP-`nf4w2mq}+G$V>wyo)pw7_wfy*8d`NG4qv$_z&kqk~oh*pFe`RrJ(afqM
zPp0zC9|Bf49oRTsC9d^`-)$Y=QWZh%XQ^$jYaT3aYg|9`OU=Rmv#%ruem=l;`@n$%
z7L49q;vW`Gzb3nR_wMK`T29yW<2GD>!xnR36(gt*F#qqHbak2izu)a%xOua1pXIX|
zvsg86xg4Ivnqp|a&Wu^xb;_oD=Y^kKFe(03u5w>MclTK>xogRX!u92>zI^sLweQgm
zkIU(n&WF>Yr>-#N-zplFx#v)HSB0wV<**l9rdt2mneoyn{F06=_wN|ahf6#stNn-z
zWPUfJLe=-etkg}{&LuCrwsFGe{|~MHvVQE+u6(N25asUsR>FMZqo(4OQ#jJ&J@57(
zN)a+&weV5s+T+)3>T)!nuDP1V=BfQC@uN%E)-6I}f2=)kMh3}b<^DJno1J{m?owg*
z^hMKrefuND=IS2r)=6J0&fnd&ILP~8({`2X0!_cXvi7-rsd!Zz^{e$f<1EIry~S5k
zDvAr;1iH6=zI*G(Y91S(turp{67afN6LYCeWm@sweBG($D|y>Y_GRCjILXkuFVpgT
zxYmTMf0Ki1R)?l#UX7Yn7O?u#zinb0k{lg%n?pP!Hcs2*85^IJ+9JlU<L#ia^6#yE
zp+_dEZ3voGnd52}wru6vOQuCkH@tG^pVo@;6!+&gS5<b7;`jR>XY9A;^QQ}!JSP}S
z9{asgGUAJbpYe2_4avt3tr9->?a3{H?56>9=gxi1qBE<})th7IxsBJ1W~P0s&iuM@
zLfMDKheSo!?r@dNbGm-{vT{{i;JjllPYU=RJb(1&vci&!=TB~(y}Z%p?4Cpa+2xcA
zG?~MX1!zC{n!GyQQu{jZBx&(O-;b6WY%!~uuq!ijU+g8N<=^hjsc79Sv7@4Q+UjFw
zv)*2~dsp^tibn75FMo7a&Dknwv*y};vuhJ4#r;pdX%Mth;X1FM&@z*YU9T_fOFrJW
zv9;mdyLX&QV$W|buM}ObB9)LA<&u3mB7#k>?tS(BWJ?L**`|%Lr(!0H#qBtyyf(=G
zZD=iQEr7=<g(I?;EgS8ZI!^dvA-dKi(JN}jq(}C>_LIKL9RC{e{CZTu1y&vAcl&<l
z?fCs}H@Em29o_om^Aq(xX(|Q8DRy&vBq>e1n(U!fza*_9h(UcT`}SosrfU{2^pLY!
z#l3Gyg0jye9k;eQ6K?xxbhV4sGq0@C?{9E5-mpe8{!;M{PUX2R#j+C%w(;mGF0qS<
zVG~o2%S=1ERw-ud;fNKSkx|(tnNIHO-_BV4#dK1GPpfv6o3lOp^qGf!ZJgTmeo3AA
ztPpiH>}2-cb=K?Uqxb%7Ha6a2*fecNu;LXX%T7+;AhG>ds}5-;70&mR+P;*BL+^89
zNr}m;eyz@yty1}~Pad}Ux9ysbh32tM9T6pK7Ds38R4CV(;?Mf<)Gf{1M(&%BOuH1L
z{)bnl{MzQo06Dp1&n9nd<DXV+^=x^L;Km)7>|%CFxV(G!?%l?qz%%R&C$2uUx>GbW
zJmSbCo>xoXM_!UzvWn4n&m}SIsD-DqFLOt1<ucmQ>AH%2T57_TOKMvuM_Db@U7dRC
z)f}~Lo|%g;Jy2cic0uIxl&RfebH7+#YSs46)IPg!lbLHqYVqMK@1waqGG-a?n;)fj
z;%?TxhK<QloC}|vR%AUhi9PH?@CBm{YYsXaON(vK?m19t;iV*Y_SNB;-a(dpwRJu=
ze06eBFK2v__-e>`Pijts=sDdxKRblizq<K$MdaTbNr%it|Cv1WlGYA7#lEy6Fk0fN
z7rW(p9nT||#GF@Tw5l(UTITqs!uYd6|NgbA^ERdI%vPGFlHj>-qS(eRyK5IO8m4Vp
z7u&ow=S9}@tSPH6{q))V_qA%$(}xRP4=lPbJe_w<uGoFIlSb}Q8B>imteDaHe4%0C
zsUqo?)dkv>%QM3mrRsx>Hf%Y{>wRn;cSNp2Mrg3zj7f$<r}uTu+>m)_%2zX2oeN>A
zCXQOJJ1*6=mjz9|9q2Rh-0}!ZJw5p;J`<LTdi=ll_?|`7s!~D8h)Ku&&oFDexy(0t
zj)g<7-Ok^0*u_i>`L$2oTD4wf&u@uqF^fdY?WZ*!^?jqmBsOn@r=tnqndE!!LE%>K
zY@VytGbGG9@#y?w);F#TCI8$oaJTp<T%LLCaoCOHP8nY6&t_PN?)Ht1Sae9#_84cx
zta85VXLUHlqpmT&d(bIvxFwDI?1963{%!lR=lUbf-1yT6x;i6lZEcqwReoz}!Q36U
zKiHdN>wA~a-iu`4s4#X5Z!~$haiYzc$&I3)1G%3Yon80HXr0Bn!r!yXm8W;MACL8&
zv1sGkFELV=gQR;t#H@2My6V>cYjaU##73Ri?B(I&8=`!+cm;ZF?XEquB*=T|6t&ye
z91TMETw+^w<ACbihG{+1BeHg+Cv085Ajp?3?8PBR^$^!N{%il#7T;G7*E+Fwg80<N
z(6?eNI#N1CPE6^?`kHh7_AF8o(~Z4wM7z7=X$IfJuHR=ZCN`bk_h?<^q?^?mlR2YL
zOyHVq;c0O6`NlA(!@ev@@6%@<F{>(Eu*PxMm0HV&*Ei189vAzlRmR)f86Gx2)c4Gz
zf6JcCpE0TNsPCf<?-lngy}wk=!kn95H)*Qa{pgl8O5PlYO^Yur@m$7};kkoLG9rd^
ze~6ugb^NNxHT-v$77M@p`c+5y%wgwjwy-ly?P;qnsxcVeE98_8>hU^#|FFeE)2$bd
zth`~UGo>)?ZN#5L_gT|@=0DngwlZ#MO2XFe_~K};h-;!n+2V(0DDDbzI+2>_+2}5~
zv^k0^*Q;H^@4%t^!q@-$3iBt+rRb$>ZJ*(kzf_@HTletfl@VfLr?^V2J6c2bEMjDO
ztJnPfb5}%A)Xr-wyXCm;Y{LY(yMq$vzjj#B8GflN{>+BE$2UC_-nvG$WvW+dPxp>L
zeZuQA(iFZ`9(*pLKCNhxh<Z}yqfm?Es_WO>SR{P*5J&xPL5<n+v#;%)^jZ7xe*diU
z%QG4d9<37-Y}xG>5Fh-fI+>AkzrT*Rv(VZ@H+s~U2O0Mj?76roZEfX@OLIIo`*y^}
zuVpIp+4G1+r#quH-`dLR*vF>Rx4KM2I?vW8+3laxX{~N?<W2mkBZni{!qyZ{dOF8X
zGxOR$<GhEeI&WG&Hoo2?9k;mjUw3DC#DPgk32&NP_e-ypbUGE5%b94spoHn#s?gOB
zc0BG&mXF?BWhztoWMZk{#-MEPol}m_=-hpEz501qy=l`VS2y=d?o1YTUdcD7PH*+Z
z-A~Q4%jB#acn>7+>FJEn6hCFO=$g%zZIa8h{ari49S<yGoUHnG&hDozOn!R~Jqo#T
z{E+DL=GO2AUB=>^Gg-?N7T-PQw7Sz;bkm9jhf5b8p2HIvw(zi+*jhI?w;Mdnc|uLC
z+M3Lbr#D?O+N$zVYmfc6d7V?ew`^wcYTUeT$MFKrj8&c0I=@%lI-~vWtHrg&|HZ{N
zCp~SRwZN72&IfbD?-qUACiym`7Djc=)wzCV&&_a6)fU5zUZ)NmdK4<C+A_;yajN*m
z_l=v^Zn&|3N+x4)^_eVX<+-;fWoX2vC#k)=Qr=y5?&!Yo8@EG06>Q}QkC8cJI`4wd
zo#1uinv14RnW%eqZR~+n%G2~>xjsKXFJJ!VK{Nll$cBZb(pNeh{I^Z{WbJ#z%XHo~
ztJRsz?moHwrGZZ_W$J2fnRey4(G=lp&Fy^^3Ub!-ofH<PCTD8fq`F_UnX)fl)73hR
z>qKXmCR3P>c1V@qj5*$N&R5=Zm5cY}Dso)kv|-5u$Jr;Y?ed=1-+Ht=Vot(QPJxmn
z-Jh`!uYIVP<Z`<)deeHR@<SIEUU<}a)V4kD_13A6KkQtQxVAf@FfLP!dy+urONSLl
ztAb)y#Ik1|Q=B^?SWw%B{eS&Np+gbuhaM~y{^w`09dz|ev5<e#?5DTZ9sOkJc=}cD
zY^|)N6$wkH2xK`;D~Z=qTyk^erIfgC-L*<$qJIwGKeRD@b4Pd><7uJl?4&JI*Kds0
zG&`EKtz_@zBih{ssUMrCo_W1`?*F1>`*5#}%(RO=g=yX#5%PauxO2zf+?w+BNQlqr
zRZFkk?SB0#yd`5PXL#60FX=TZjDB8=x3X;2TsuL!ROnh$JKyet)UR3#=IMkP?ucZ%
z6ZOF$?U7z*gr;P;q2OsFx1)8|eg__%VlTXzaAFIW^w|@Ken+uQyYf-1Y;C67mR}JX
zKjR9QCd`@9dbHEv;4_vrbFIsr!o$U@ZF?)%WX@f<W8I8P5nkR&FDwq|zPb4SU{=KK
zb4j6Fn=-R1J-j0QPATz;u76S79Lplwe@It7Zs`=^M>?|a>baf^+Fp-p>~=Lx+oZ$d
znffP+vry-E*XaXZd*yct6vgtsTsHOIGA@&-ou;B^K1Cgv5_;g#D)}96Of*lQyk&UV
zYW-5fEDgma*WFeoFI3wW`dQ+;jW=7^s>a<aagkEBTdFJ*!)LO;uaY!~y8PaxXh~X+
z2cyFDE-7w<B<3xy3J?BmyY`oxJHq6*tJd3xeo5ZPqLnWzygqrjOl<v@&mP(*kM24A
zRA;SH%+;>;S?n!gb{(v1_9%&oZP?*(XP5uqa+CRdZ_XQ5etNR;U9-t;uKWIH4|vTy
zVs?4QCB9_Exoe8ASH3JitXemvIp(DCc84XMi=&n?n58^t39a#+F30^?U39~eHQkGH
z_@hF1Y$`c)SV=jTO<`(Zlz7vYiVH>)rzZKlDfH^U7~yMN-B+r}Gp``1j9c8@EA~N@
zs#{mA_Ew25;Wb-++`nWSD!j3PZJJ8h(Y{3C@@&q9rY8>=*&mkN6cib*^Dd`tN3@i4
zkk7l9J7Zc7=ywK1-BgHM;widdOYgt+cV-;pjF>cWx7qWlEjlZuvscObuU@ctjeO3>
zM@K=oEbo55&sry91H-(!UoU5Mgx*Qke42BoRe9R9Rh`b$^o*u0P%SOhJIZ`o=}6{$
zd)Eb7UrvT=%UOL<@Qs$eGD|6A+5NM3S~qyedFgf~D~X9MXlrY`5xuAI_>SY2h1|b+
z3mDn{zWt~&fqT=-R|e<yy?XmrR(O*Mzs}m<fn5*ot=Y%&)=2EwI(Ng(p=%2r9)v!K
z$<NmZ-5S5lXC@Qq8tCiS*@Kt)NFMiGxsl;4#}lIsOFSKJtjKVPZn^B|J?p-^t<RnC
zwNa{mD)Vc<-3<DqVdi-;YU%Q_1AUxf(<&}1^)1!8l=Wz8*dphj?v)y`zh4*jt{3ND
zoq1+Tkdwsc16@-Ef*y87|CxB|Q|2+_Sc6Aq-r`Pv2iCitcx2R*6l(G{PGjw~cFmhr
zw_+w(uQ$!t$o@KU%MYjIU_Cuq8JU*G#>S1&r_C%ZR^&N5J3oFDxsrRKT3q4hTM>`i
zN_sa`sZ_Cr%{5Fu#sj*B_rd1*e|65xu@nX!Yk7K_ZgX<KtytZ^&+`w1ZdR_CAT`@3
zBIxrL$3P>e=YEf_7#+$wvg%5auJ4XVQCZ=^P8op{URMTP>u%?>wb;C*^6{J2g4<fL
z9N9+?&-gzzWtH^l175m{Th?)To#*^ly^*gaitXAI&0sZ_hZ`AgJ=%FuE93db3%_<h
zQd6@KRylgR_p|+_bD?h*ALU$iX=h*m<2RYF7Pg*OuCgn9<Y;Tmck12oWu>c^^k3$y
z-{{veW%^1bx2;TE;a)33H3PVNr)+ZE!+Nf~ynOY?O65)QuMRq&U2|6}B{R7{j8*CA
zt6N{EzIM_`jXG+!wq?UC9UYyHBVw+a=`Um2)Bbt)rk*-+ILqfwa%9$*JJXJ_zLhXH
zyX4h<VdkXhmZcxFKg_<eX_dvs-s*W*9K5o$mQH=RtRu|OxqNMMZkEhrrZ7L5suv3j
zUMy_yyKDdHg!024<8uw5>&`(}*sM7C33MC%uP-kj_vyy$5D?RgnW2+)v}3Z7VNa*S
z)trsD%DlB>v)x%eHJ^vYY!%I{I=EQ#U{uzIWmfF4Va)TJD?dM5_IP1;<kg=$JSD>n
zKi^su$R_vf;ew@$=ec%lVY#fi-+j&7;;pl<uqZ68Y!537JF@Z0<F{sFS@)#GHfM3~
zPrkoD^&ngGtjhLe&F<_=KU4qqy>PQ#w<OItY~lhBxuhvq`+c<>eML9xOrCV5(ER-&
zjlJhh%@1s!!@g!Kv!d9REqT{0&Ry~1&2EkQXka!ka`$e}P_dx0sx{IJm(~PmE3R=n
zFiC9Ur(f|G|3|Mf<CNiD6xt!U<me^0DFVwrZHN;7e&c7)^NB038Qifrq<iOx)RYH&
z`)4(zzU=Wjs{QUyhiTH|b^ouuiCNilVba>$uO5YJvg+{F*47prlT1I5yZtWP;lqbP
z>&m}XZogNheP*t;dE}Z$F5)ql*LP}cJZN}rnVlI&#@xsyQDxa{t^NA1oMPJ%B)c+q
z?^3gQpJz?vnY>hp)6e6Hnp^hub*+`3pG}?C-gnJevO?l<g3p@iN78g-?VbgTG3}dh
z(DC+y<z?+pyc7$|xaM*c%HBQndc}FRyVvEof8X*-&Ut!qQm)i#m!scrXX>1}yw3WW
zf8t-=RigYa(muYL;Pq?AwMP$Sx@U3~x4p027WH|9<ewW!ceQsOZ|=}oyRLXn_s8?U
zVxx8o96J*K$8xEV&Z*}UJWr%1XC4ZD(c$?w{PonoLH=@COeLp&9FE<;^_cmj1c}p!
zxYXXcaz>OajDF>$p(+{jy4kgM`k{2~Mb$NnD<XW^rd>PZed@p@mT4llS=Sxx5cz!Z
z-89DxAJO$M9^aCQzI{EZXU2x*Gj~LvIupIuXh9~+nkzaDQ@(Ey;8_06TS=^3aO1N0
zs4F>s2QJ;Zf2`+W`MW!o3)hMNKA#a85tOwtmFdjY6U!ykiq-Qsf4cB6!-RkB%}I`X
z4k?A{FuZ&BPVD&J0=weL23D0`oKIBevsl$#xE{^2>PGUlscx?yf7$uPE_P$im6m-x
z$%$Skd$xGZi~6LnR_uDvflU(UANj1hAQ*U>gZpXttd3AK(3Q;RY`@2V*06&v9xga*
zdi}sfcllVWho_3_0vxr>JU9BB(LK}_s<N>oJcunTi!JQLJdQ`9Ck{+H<{NYBYDXH=
z)+Y<MItFh|_SaeMBD7&mEXPhB9lc{0j%a6#JFWXNYxex3&oY8GG1|Iq4w1flW|5R!
zl<%FTJ9E}(GKUMb?`{cNI8WL*vu%#bCe}FCg@T`(e$TlSp<;V}m&dZXi^a|!R7zV~
zwQg6#)r6ee+j#4KU7mj^v0au8v|Wlt{EkDr@%j}7s;pvBZVYonmP$ou#YV02O+WH|
zrRCg|TUxvqHhOMQiM!Y>W0z-`lXK-{lnTFWpWDX?(%+YSHeZs${?Y5x+si>`wknuj
zi}m~zyD+Ku$x~4^*O+gjb+K_DL02-zMm}lceZBF@)vZ;1ovBjXx@SF-`XgD6-AMi_
zwn0UZyE|;|+_{fZTL1Y^>PQvzeASxvDS7jhIa%FYSIeeeQVYNIIY@2Sog3PJ<*(_r
zEPSk>_y3?|#2wS_&x)HQG|YwhKbvH1DoN^_xhMOoSje77y9B(NrmCd`G9J3r8la`@
zBbsiaud{BCmD-=HRW)m-wYyFeD0=ke#fuj$JA{tsmH3_2jY;CyvC0cN&8{h|&k+%`
z-NARyqTkb6Lo(NFIhJPldr=n4+A#6$Ug`<DQCm3pEFLge{P}P=ar@n}X3+76plh`&
ze!t!RaNX{AS~dqJTsfx@_i);tAgk?RlfAb`Nc;J1dE~O@hD(sv(}S~@Zf?2~tEf8J
zIeH-{Q<&G>YFn2zRi7?ATw%_itZnn<&(mWJd2<#<hX2?)XMw8kwhu0|{AMlDGo3Us
zJw1K7m0$b$xk?d*{hqN&JEGSv?g?``vNq~k)Sj$q8!uG7ecX4HCsa3DnMKF%2-o}8
zqpLUgpRczPJ91?8l&OEB7EIlvnH=k78t5gIr+U!rndr<{f-@h@O%<HD)Xn`$zDM>Y
zAz{8*H^l=^HEoW$t@~N_q}zd@uL`}Q5fvMbyuP!e)i}e%f8UgK`B$fX5x@F!EsxEg
z_WB>}H)_A%JuYkgd`|I$_5WV2pY;6nv@?p{Il{Z&9dj}3^xt@DdBpXTvesoQlFQCS
zDctctYcnP3lZgGAD$pok3p2lsK-jt%&ijAgl_wSy2&A2z#XA4zne+$mcE8s<v;VNw
zisX-7uLV*9f9O7K-nhk0kJ<ZG%8X6^N42$*BBPqKo;GipYN0F7!!&K$)e9?x4pn^s
z=XG7x7Q=^K(R+E8wmtkBq!u>s3}5C_gPzDl(G5|I+E<xRU$Q;+%VIBE;=wMvW2vrN
zE=Q~=Jg_TYRB$W9o<JtCt<nqLYj%cjJb$(`Jc=`T@rAB?Q#LMB-MB_@Wpvo87s36-
zX2(o(?OW^5zTjSw`ueEV^5P_s?JIPSz9=bdOVcmDd2Zn!(4EM4?oY`}KL7H?i-yKV
zMhOWCiO+AAmZ?{)J9IYK<Y3=vw!^V}TiJpqJrEEUJaypkQt#=9=2#YIosxguG%t0d
zzG>g1dCs+Kcebv+Q5mszedf}j#I;3RRw<u+-&+-PY}TB@MNw-lZ){__X1@QY?~iBZ
z`y)S#>T6E!nkJa^k!!ilv0Gb~bwr36m%nOMWqoqXuu7UmC&p<-sqzwWcFnc3mx*V~
zMK~UKWF^%0J52a{+QWs11E+m72y^mKcZhmr`}HK(^THeaYO`+$T#dRUFndYC+9@la
zi<;&gkK?Pf-Js$eS#{=<jNVr{?$E^f%bs5MI+E44F(7NkqP067>H1%b*^#>hG$y;{
zvut&zM|b%&AK5CuX$Q4ePxVq=QepJWcX4M}(DE%+9TC?yse10XTr)rD=$f<#3!mw>
z{rA_@c8QLd_NX}LqvPZJTYp&Mi#Oh1vgN~>x5xWf8M)18Kl)R(vf^}Scu=~zXTaj7
zX{Nz#pKt0&^XoSG#{G-fbV4`snQKRQ$>mM!OuO5%_V^r5pP1ya*0J%3rQX8k+0wf^
ztGgB5e54K}e(cg#o)RRjd#vGFA4g1f;>xgSt_M3G|43>uUw3(8h?~cL?z1ejwB?U5
zh2=b5JWsWS&)vGGd799ncklAbgcepNw5|(^IKTxOeOdZW&qURRMdsEK$^M-Ydlt#L
z#!L(Qkf7;w;MC?@I-Su!su!j<pS{q#R!+EfrMBR9k0Y|1*$zep#F{aBziMbXU%g99
z_VkfQ_qJbba$H>*eC*6lUDXOP!PSBLlh@c>&2pQsG{MxGf9o-ZJ3rQQ@=vnY?Yp>A
zVChfyOFC;lM0rOhy{TIoBzavoHacgz)zauws=@p8yT6Ai+jew)@Hl%~e$K>s>Dpd<
zv|g2OoMP=Ix7=`kdY;^w%EOU1n@naai*JZ3U|K%c;mT}R<HF}nyuJ~ajMgvd{dFp2
z^V=I6lbvoR?9f;;Mc~+#s=Nu0y*PG$iGBMdSG@J+!xhIRG^YOds?!QN@aUL?R+Oh|
zOQO(O$pt~o{xTabKTkYA<pOIv+y9sgvMt;8q_(U~+nRWIpI*sSUg@G>!=_nz+l_bJ
zHw&B8uWmQ3(>F&un{C>&=Z8$!c1{&B3)+z-o_}gagK+i&!R%+jZGMxZ%p<d(g)X+M
zUt8I+KEGtX@TL_VOFJ1%?p>Ru`|x>Ix8s&XuZlV!jZGbbK|d4Lv>2#aE$J}X_`2GQ
zGf}c4<LrS`hvjvnJ%7b+*&o|mp}N<9)eVi#uxmYUCp4;dM$DO^dbT<E=&mrg+guT1
zg5BKDwuG&Xny|2RyT{j^4|*mh|GtwPv0;(Yw5vyK)#4&u)`S%AF3XdCRUl%^=5;XU
z#kuzIw}vW-F{>Z*M;nA6e<aG+Q#i|9e1-R9d7Y#}M)UMfe$5?Owi~u=YQ9mcBa&3u
zUp8^^by@NC4QG8G)}^mB<T`uc(k7-YCjT~ZMBK6LvlQMpf5UvOIM3s+8q2;e>nWY_
zEXnt!Y3fUjOu@CE>W)SI_3wSKP$i|1`=!`Kx6_LjavPg`TgG;C%kMc?PoJ1{^Hgd=
zq&J7E<B>}{+)nMA^ru7R<AQ0Qr({*GI6J@Vf&Ym=r;_K%|K1y9yiE7m$1k%^)}~+m
zRUG)S>vQ$8;%5=xLU)(R=VUW#Uz^L!Ui4+3tHZ`M69NlQD8)PsI~=6${94yE_Q|)*
ztaVeW&hc7ks<vD!k`~`6(|4=$yGcZ6>Gy}nwmhgm${9IFq4%ivo_^j_D<`;yFI!om
zs;hP3jX}&g32pu@9FZ|>n&J~4Z1S4*vTgI)6+g{H*A@H>-_0F4>v@XKV#)0u{de1P
zEOmah{7x0#kQB!GWA~;h{83)#vd$hX`?PFJ1#?kNf2qoqq@7WJ>Q*L&2tE&7d;D<K
zM}wZXcS`%CuWU?{Dx93Uj;CjuV32V6tVUPyJ{3j9X{Lw4A!9l}?(Fwqq0BA6rxmR;
z>TADRk+Af`^4+_mMOrKp{j2tHFot~Ic;(13k$g+<l{sCRyQduyw4T1FWdlpatCh<i
zESsIzbai$3;cdCM6Ykf3Z~c7UUVh!~cf0P0x7<+i6I!=QS8>Y}{;Z`fjyn$h{_@i>
zUw7@CChix9lVhTGx$ZgS_O4`+yX%@O2N%exz1#X^!QsGZ8z)$oTR!ZXE#M(J-|@tu
zr<Ic=wbbJtGR!RVUaZ6?s=vb1RBYRhzK(~+k+vI>WP_KQ6zpj|e<*c_=d)8kte@|j
zoc1j7;v>=R8ZNdfFOzuZ?kSio8S_e#WsQQxG+X9wvz47wXIw0{dlvabW8UQ{w>N%r
z)JpPP_I}d)1l>(9lir8=u1v7*{u**&lG@E{ZzS`A?q0rZtY<uP^ScK=cPtlwSDKal
zK*(uU>(S1LsO2S@^A>f6hb6yFJKc2AE?n@>#y`5=>SvW$*4)Tf;mn>CCXmf=z;;=w
zd{3zY&z;Tltiv47v96JN@bCBgcKzCy-UaV=K0mbg`#tW<%l+HGzP^6=cK-g@A17C9
zez7oE%3O5jNNlv?WTQn}cyx4<O3TVNonL%2RP+4AZ<(A6uPOw387^Jx(%g`0_~!8?
z$JsNR`P>&*YOwB})8Kl(T<<s6{j9Bju7o#tg;%7`%nLG;m|p36JWg}R3GKLt3@zMl
zPHD5Is9wB!)im+Zso2#k@&os(m88n^uT>J$ozAZ`ZEKJ19{col@yB>{s%rU|G{iQ2
zO4+hwLTL2Iu6spIBG(glO<WXu>Zg?Orc*h$;`}FSl}Sg>@G^b;?&Zsw3b!u2)}H>-
zi&bys<~d&_7-sm~F<l?my<A9_cl(coOzt<+CT(#m*2xz?BvJpVM|+C()iRkapUww;
zlYD(kHkx7a&EAk5kGwdSRzzC2-&)zTp@ivL8?Q8Y7r(dOPL_TD|Gw{+wg2^Eakf%i
zW@JPVck#-@qT92?vR|)Fjej`Fv8J0<N6T#Kz32bzzE|!Ljq=o-KBekTlIV1SV{B5H
z`@_WBstPVV%uwN9TF5WG`gq*p)G5cpCVgOy<cj;SBm3>2uJ`SpyN)igzIx<tRGCCx
z^9J!2omZjFy&so$N{Ve*ksqk5zA#muKlzd9xjlz^y*Ee}nC?qe?CulZvg&5p+gqtx
z<vzNKPnzx(_${eWKDsGYX6xg!HQb6%?Y`H%jo8bg=(*$4zxxvZZz*bPt3?$)EizHN
zene8s?n3qsRp#z$pVz0-EX8a#w6(RZGAi_cS+HC;X34B9bLVfNUf+VX>I>MWmCfz2
z6%$^U#58@%#woArrz-IjKbkycZCGz(wU_vjO<XH<wG-}EKA&q~V89R_Q|RjJ7xj*%
zuQOtfmd-?H@1NIPbaX#+mH#-vG%dv|d+*j+d&6gg%Kj}a220m!{hfXGm}C259h)cT
zZW}zi*rV|7=d`^1jkD@9Cpow3tUEnPErGT0_^wycYdd#;lX=5=?e5*&taN?fLpy{v
zRHY`E9<GS!?PzUX^PtnM_SA>3+9{_p_b0|NYUh6oonettryq24fm&9^pQ4Ye><&#;
z-92A;gVbAb(b;>VY_6|4l)1Vv@YBAopNWxH&BfBwC7aYQ{HT6rqpoUy$|m~6o=ZM=
zKH9iyDNZ@Uw>EmimLJD{ek$tZO%>hvDJ3ED$K}hH7pF~%%3pnQ7pR2XJT>Xrrx>;U
zCE7E01Pgi#`>3v66x(~p`qa0^y05F_53Y&a{9tN$T%%?2Gl%kW^EVrh%WbImm~>-T
zY4$>;uvJd^nZc5;olbPRiplHf*agb-?|HbOrlO+a(1ZSP<3n{hp^K&Xb^I1yui21M
zYfyf0#dOc4wU#dmOlGxTVx8$9(R>)T7U1)S$wy{gk*dpc^?dzo@zRRo$;ws}7w>Z~
zv5}Dh4fZkK*jH=K!^6{a`@_b!x3~N6IB&~dU3y^?yUn>v3^AuRT=e4G+9vhZOfHM<
z-6VFg<Lw3W|GCASTo|@2ewy#6yGyPY=`x>IT4uuJZ~IkbPSvZG2F1^OUc7wS*kAKR
zx!^Fb`IapUQr|jBd^XoU{Qd;zx3F`C=W|;+LiPE)*sf3W66&5l@kz3a?S>boGtv?s
z8s+A_YkV$y%WeJ98%O5uE{pQ!*t$km^YDpFqOqsnXlnE89!iw^cOl5qcge;XkDiOJ
zU-j~ydM0ZS=R&n-p7+9o*rut?C|dUJUh4*x8ygatbMEhxJ!k#i26U49gA>aAEzjrI
z%dOk<$*bb!(&-OQs?XQ)slCQ?Ct1B@Rj2jyM%AhJGghx|yb{&PD7Hgo@wbZ?1H%%!
zWxHc#c1)fnePct#QqCSR!A+8ofWGrXOj`Y;gvW86oI8D+*JpTVX)<@u-gDuN_PON^
zeeRmcZWi;FGb`!}^QcNp%21ffd2El*hwu8SXSUp~I5G9@<@a;r#9uP`pEz(x?e~og
z`QKASZz`^R!L#N={jo>lZ=R-}RG7T)v)jVhKboIY5;K$hbw010_I#y^#nO(YQN@i_
zg<ItAO)=^2h<lt7X0-3T@1vcqnk$2MT$wrb^p;0r6AxvZY&`o(f?<Q?=4(Pun&%cS
zEi^R#9%25}tuwN+Lc+N4{OS2u-uS<(xHvPsvTphmAtx=bOs6m}ai`ank7GHcTVi*Y
z9lUTs0Cc&I-rg@k3=9^pRxDnydNsG0ejLyKKTq`^?s(jn9KSo|q|gkz+Fv`8p;thw
z2?jSWHEv#Z?9sH>Th`4vt+L=yXoa2V@)vbEuG6y3yZ_g}*{(FRor%F`o{glM|2&?_
zYQ9ptmr91tS|#&)U+{(d_xb<+{rk8t_uihJ>txOxKCBe}YKwxN>EnRt)=fTnL4A?T
zWm+5wli#_mx0>GA9>$l&WTzMSxI(N)^YD*LmoFy^<rXOP%|E_3Y`1)0rm)KCeMcNm
z>F2TD3SyGb4xN51u7)p5()iB*5D|9iQeV9wh7CQsTmDSY4t(k*QkZ`F${E$X$+r$?
zGi5yR&Utin<}okrXEA0b+l%C~R|To?H_y1m_iu_+`;Ltbef?Lby}c6k=VY{*MrZif
zxQHwk_K&6Q$EssG_dfAH?Ym`VeW1U8|BaVC=Yv1w3$1(pqx8!!@!e1N<SxycyutJF
zl5Gd_PU=iLqOE7_c3MtfnSb@i171)2!;<npKGpU*;B|K2rE|7xTPCay+YqK7v0LES
zIq|iN7nLinVFvZkUteF}KH1-{^3F$AZZQUi1G`FJA4&LmEjqt-XYq5jbUBa6@Hsmc
z{j@Gr{|H(=#<Do#!NXlOEtAE&Bb1euAL}VZaW+p0JH6JY<-g{gWwW;X%`{5QdHwe7
zT!o}U)yAz-cXoDOytOqu@!p=w(#Hv0{Mn*6j)X;;%xBSS_A}01qvo;9j!)*eNpqB5
z^2915&!lN#T9>_SwiFm#Yn=M}kd#C79)*-b$0a2XkKfb_+t{@`|D;yO-Q|yk&D{!>
z*vok@&hqz=4PAS1y4s0rP0e3-sa^NJ($Bi~N<+o-b93Lkzkl<l<-*#Ut^!qC|4-!)
z*WKU3$(TFMNqTui-eJ4A8H=tL#YBk+Z|r)a=urJ5*z2aN81wgn*;-G`jaK{pu21G>
z?G@Pk>ZqgUy2X#Dnw`rmoU4{nJaf*S`+V0OZ?Q(qj`99|>G2h_)_cc`SI_WYpEh&B
zQ~|G<;Zf{|qReKUI(<0HW<$`=!@ZHWHVU{uOm<C)&y?jf?N5DcJ#m*nR;P9h+qA2B
z&1yU$#eQ3rywnrU&NODfwkA^f+SccP9W%7nO{o%B;|@8osVqT4R<_l1vf9Sg%#Jq>
zu`Ijkp{T(*xmYLe;;!P%`&kF_PWDZ7VAat|xfoRywL9AF%B*HrcFU_Q78O&EPAXLW
zIWtsQ?1HGX=ZQs!MAcIg8MSN5bT4n1X(e{Gx!q9ETbiGVeaHLRb$%<i?9gD;-nK}*
zI!258!KSq<b~N@coihJ;lg`Q~-M`~+mD==_@^r;MSDiRXd+Nfch9yi>9?4HtO1PM9
z!Mm(*_B)-^YAmPk)V(pB6PO!0Ws=dUZnkg9)_=cTe)x2HeA`Up^g}n(=kwnGd9FO+
z)|O0N^|YhA1d6V^dHaN~{}kYxbLq(Hkc+G0lEU^{o;X@O?c@1LuIqn(i>R1sWforS
zv&!t?@r;-Srt>{l8hL!onPhc$YN5`Sw1lS*`KKHD^*?mA)M;r;t~6f1M6cy)NAF72
zmY}lDDej3coiZ%z*F2xW9btOF^7$O*|9{T^=i#^iV^H%ZSzg-upZx!i@(c_gI{j-F
zUFftIzwt=y>6b+lZ+T5g^L%@2Yc|uu%v$Z~jji_GPv)!MUEbVoQhBw{v!DH-R!4Y{
zWTJ)VYr!XG-0azVla?=?!LH}6x$#aG_w>RUms+*ObdHD3+Nw7%WXB<<_K>RJGQri;
zY@S$cx@6?Ea*z0Qfh4;NI)Z=fN;dVfuE{#0{p+{aQqw8UK@LmTE=x)%Y%U7RD%2@;
zxWc5bGvz{#lh(egvrebV@h3+v*PPqFwTNxkf}?-SR;C8tDYnQLpB3w%F8Q#AtG{^l
zzN<MK*|as6wzz@{{bZZYpHrjGPc@pe{i+FH#uL*$6J@r{i@sFqs@1=EZgKgW8wb03
zR(}8dFF$c#a&FYZsS)AX(-)>5F}ZZYmY+X){#uTI9y1qxu{itSF!zGW(`;+&B1-bK
zj|xr`a$0NTtu1?`Q|^mc^{K7h7FVY*UE@@r!?1jAnN&>e*Q*m!Z{F~%{CYL~@XO`%
z<2>eC=DMHmjEp#PC`n9JC!AX*NaG_{)(+mMS{pZ6&1pPZ`uBob?WL4{VWBNW;-~9Q
zY~xZA)3aS*7ZLNk#b}Y7j80I?({GlF-k&@@VtWro>)dXAcf2WL)>nnf_=`MiK1d$k
zw>7k8rt6xh&jF{!79CPoPkXrW{H29cq8ECJu3qx-+^q(us+j1V-ICWY@vMn>o%U|d
zVQ$fg1Dk&B`dPtoaY3-~#wGWK-+MC_Sje5W*lKfZ>M4(TQ%iybD^_v_-Ku?OSfw3%
z{&lHuewh6>n`C42Fz?taLA9>kQr1iE$9Ai#oL5}^Js|64*zU?DUUv^#eq`k4SFBbO
zyPWth<NV3PmYE0Rgg@_0VX@k`^oPLGl2eb@X@05OT(P96Q2Hs)SG%K3yVRm0#Uz|#
z)O1;*<hYw6A~=q8H%;r&IsH>aTk?sS-=0ZY3|SMu1a2{3${oRB|LbD^gEr~BhWcO2
z>zlUUuao|ED_cKeQwnEH`Q6f1{~s@p>hV;B9N}8u9m~;Fp(?q&y-2hw@mM4KxdV?j
zZQ7vTmXdMyt+#5+tt=OxpL|WCcMrW<`=l}So6ef3!VUKpO*8e_HY2Kt*>w8VCiOat
z9S5IJJL+N`rj~efOJ}|Df;gKiM|56pG{}6$<fS#C=-B*8FRNb}`rTM^JgMLFAisLf
zh2I;m+InYa=)|=4-h2P%jY#Y2sN!9c$DGe@xDw?g!Ia;9(7<-urJugHp3mACp_Z$-
zd3Vst4R`Bw4^2_a@N6vK>$)cGTeA1ljn8%-`WX_G@Ac9ux@AMcTd}p3dpwkwo}W(3
zWE0W8o2A|#;+=E+Z0wR5ou_9URI(S{w8Q5>)=rI7@kh@@gZ2o<IX_n|Su?pJ?c?4q
z$>!-3+YR}mtWFo3$^Q6y?M#K|kx6@2uKlPfy5UgUQSH?qB(&v^%$X?GWOA>tMtj%E
zNL`B;Ok&L^C#xU6wA4HC<)x*ivmZRJ)k=EEcq{3VU#pH(!=vv9ew#3_4qDk`e3*N(
z#2q)=Wkto!&1MImM4im~zS5m-pZw_qTE<x?4@MP631zIjA2N?&W*UFdoXJ5=g$E8#
zefz|)aJl%3DSj=fVw<yU#k_iTR>;fm^WQy>^}Vd;o<nMvE7m;OqrFOW%c{E{BJvG?
zJgd-2jemM~iO(Uoj*Y3Z{K<9vvkH!`?R&22d&#DD&2bBP?>T#Qb?r(^OM7Lfht+2a
z_%>(jUG5SVdBL)No@B(?C;pL7nwrXTmt9Y}72|rl-!@Hj-IC7%pUyq8D)y|)S;^$Q
z*0y6-Yjc#k<t$HS-Cu>=c9Tq5w?B}0JfpQc=%&rvJKe%8FR}|tJ5*ARS}f}fk6C^!
zO_qCUq56?3lg_4N3OBl(KJDLR<MzKlLT&4o3obv`bVhFE(ed50=(^V#!?WI#v}M;k
zH{Ck(;?=(YCaNt@_>cG&E$u$=;>C*{+#AzW)=Hjvm>?!C(k{%q{AkuZSwrUJJSDBG
z_p`R&TBVo%>z0mW#MyKCD_z2*Cj=kSp3``g(>G$rqjRR2rhSjsrQExB^{T1gfkUxx
zqcpi!$4yo}!>JP$I8p6So8y5eM(i1t!4mQt%@?>H*i@BrF(_AN%4Ih3JJ~w9?S((5
zsZ5FJy_0-s>aoOkHidl0TXpm#j?H;?WT}YaDyhktRc9u7dZ`!OkY2oavGOjaGr3<Z
zC!J_8U;EN=?S(b}rc}CeWOvs8$Te{;K5eKO=VAHYDd%KoL{xR9pG|LPc#vkm?ji%#
z<d*CsPTt?0%nWkllu|X1?@A0i?5>x0_~~tvn+)%xk7{SXT#)i0?`_6)9-Aq<+={me
z-Z|vuGiOrXQlTqZvzY=edYxV{*+p4O-$PU@##lu2x7Id=ko9Q{dI?(-KAh%cN<6S+
zS#E`@vsU*))v#GrJ+<Z;<=THLla@`tb)a9LA*hpIyyQaituD#(#DdhF-;}1RMJ;8q
zjM?DKo*i{-d8%1~q`<~$4>#)QXr*1;v~5Pk)pe8WSGLUh%&=s#)GbXnt?WrHb+7nm
z%*s?PU9@G!UbgvL9+<Zt)$Zk=cJ1>tKX<W@U1q8Ua?9gSC(jGN6ES6zhKlTEwS;NW
z@4i1fWs<Qxz$SA+Q-fN}Mb6k8CI=l)`K@r@aM!0U$CX1MDm}<oW)s)4Te&_5Hr?^p
zl=aE9TwmH$%=gLW(z?@koUFg4K55aqbA!oVjWfcvWa1RDGf5p&`J;?CtoaxIb;kWG
zliFuR2>(!0b!oZov1rOw{p+(<itp~%l~|LyAV^2>^Z_ryjY&_NO%|Vj$TZD!%OkJZ
zhnDmiFMQJTcF7y<*PiKyd(Z9m=be^WWgga{>)8G*{X&jv%UY$ZhY3^UR&QHt@K#H5
zM_>4Ji$<>XlRT9gOAH^|Y$$jZDzIK>ruMu>)4&<iZ5S*KZ92je7cF5u^>F*aWaa0A
z87DVg+O&RyhT7ZyzP>)`=BA2N!w1t`!fIlS^0t?pUU*;n>G~_V7b|7NH|jWvrMu;5
zUOaw0d9uOj<Y`wkwPsur&G$}sv|0H0o2hc{uE4tMQfFWJNAlL|a{J7gF!gwM@3D@U
zGcuoNUuIb&V%Xj7cv>N4>dfY-<0faOPw?Gb{M^rMv06v?;>C+|=BWL2DY~xV>(OgF
zFUabct=rxzRl~-j-p?A_xWc~*ZOl69tT~UnTV+y(=)C!xBvkHh?}^@c+~EG!jZV_$
zYb1Ls?rfUIA7!IjyYCH?nDxeI9bU~YxBQ}`k1lu{v$WABHT3$e(o>T>(<B#|_%lU4
zU%mEHkvOxy;+nkzij{Gm%tq!K*=M;lo*%Ae`RK(})}(MKH8HYg!;()@etRzMY2Ne2
zOWt_Lr%Wq8FYyY^fNNeqK6QjYtSyLC+6!vHznd0)_tLRAJ%{J>vPIV}xf-*s<bu`_
ztNCB~TCSETF8QawG1;(COD$t5%ZrD`k2{?-eooz`a4{ij_tui0$6-CM1#`?N+o#Iu
zUH+(|%I*EQ|LZ>2Etll<m6)}U%!qmZ&Mhr*>fGjQY_?a}n$DHJc<(cNx<_o);nLMo
z2OFhdn=EvE?I)g>toBY*GUAq{=FCQOX@1LhEFZh1m3O3YWWHN<Hal2u`#$!w2R8Lc
z&sw?Lb<ZN-5R3UIXH-0$>gB5eo@aiy^SRu|kDxK;iSBZdD<-J=e%N_(wunW5vrF!#
z98EzE%{`Y`=5QZNK5oIBZ}sAVh{xKuWjCH%X%(&BdS$`7H|lA7D<ZrFy&vr~yE*NM
z_R83toTHuVjvT4`oYiy3`Q}u!kNF|rx1~K;xV0tfm#krb!3KdN+P*bslJCg%_4f4i
z2(NK-cTY@7NpVVOII4Xr^j7G}TdAD)x2HuFGKuNQZt2+gRb=g~T%9RuH?R4%Y~eY!
zE3$R<jpUV+dANM{aQ%*0b7=DJ4eL$w9&T!=30zgi)Uw55fv!&GHKC2ilbEKd#a;Z|
z-7Tpi*sc9~kztz7?^DKNYI*^|?;gC~v~7X<RK82+c1xIqZT{qE?YDk*%%4@2A*E$y
zZoYR`e~g^GXZ?~i#j_`5Zw07v1c$^NDfYN?<M^(~7QK^SY}17LpL0f8W}G<?E4==N
zM7wzRp=p<{USGe`S1Td5`t8;aQ`gs|I&CQb^>Vp$e!jj;;Ss@B-)~FbXs=r>?dLw_
zO8A_v)id8*Iv}3DzCc}md!%o3a<is6gXb&5?VhX5MD1U=E`6h(YFiPp1hj1Q5^Kn7
zrwq<1yLaunl9#(BXTs;=$1U0`d)m1qL-suKDo?)4ak?++Q@~>m^*aSiTNcil@OsYi
z)Ri7j7hFw=Ph`~Yh)CSOdNsG3o10pXt=K`P^vf4S(=s12uJ>48mB7l^9_lwI@WkJ_
zQ`X!mljK%4G;`ha$fske8pEB9GXhd~%Kz?}_IQ%UfvKhi(L2^fyM$*7J<xEg*qU;&
zAd*3IvU}#`Jqc^Ji|L!LEtxQ_sPOlsm1Wk&7lS^DMDsk%Q7C(R%XFINn%?;)%%?B0
zMpfz5q<Mx+eWUjw%!O^*6wYI^*=`rT9tpgAb)v9kw)LAE8<itXp3l?PO**cn^P$bQ
zXzNF(S^C+}r-bZud46HCx__GWuc+O>ewl9dWLd+^XTiW{@t~pbIA}NEjV+nNF~w(1
zch-5VyrSiL=24i@7LypO7j3gX2{2qfDQGt3s!!+Akg%E_zg0`VM6YeTzA0!m>(;0T
z(a$Dtnr5?RYsXT~@F+34@76~z{om>^aaL{6W&iGuRKfL4^94mW?$FUWIep>WN(t%T
z83NsvB6XJqZe&S%-AQ)kh&X)saPpzh2cYu{cKTKx*H!blS#>FWq8E3NmB6u6iP8rj
zrb%*VF3|L?NV*yR!~EFwn3}uK`U)S<e=1?OF82IRPNC!axgR}+)@HOd9ZSr;&;0h0
ztIp~QSK|#jsuodfEowfIN3_?qTzItdRBA%uzRkTliaBP2PLKW01U2?`UUD)C-!)Zh
zRu-?<q5lhY_jz}(buCfsQDwifn>%rDrE;Y~&_k^b*BGCC%eME?r+#d`{owPm)P%yj
z>|0wmL~w4O!jL5Ra%oSH`(%y?nQ8j*e6q5#1qWHhucUm^7i{?~{78?XV$;F3b%`vG
z`g?jh9*K&(To#gi&1L`X*n(weN+w)#StIZut8rb)>duU_Em0pgWC(f-wZHf%^0`bi
z;Mx)Gs4&&k1W%{NDT0lzI&WlMj;;<nabT4we{f5+)yHF#b8{D^eEfb|JFeBRJSByt
zt-bx|yNo&U?9ZYqc-G5!B^ym&C>+(hJSFkrRfjv31{_M0CWNx_O)u4%(y}I^vVB@=
z`}+NNwpz$sZqelYQkd6j;Ujlwt;s=-?S}GvT4@int8Q#hDL$^2ztv&$w9U^R=6i{S
z&EQ$ucX$V9gIdB;8Sb0XhRo%D7Y<F{9Z}}1d}MXngN4Ut&nP(B+kVB}<J6MtUL3)X
zS=XIj6}InK<@>Voa`9=6Q+HjJ+WJIMJ)w~M{+7i4XZ6!|<;Ola61`#50Yh2yFps6j
zXUQq_?l0kaT%*3z(Es(T*GggB91+pmavIs?YXti2|5e;5zhBE8ee;sfou$W@^61Rz
zJH1w+;FYepN&Do!b)VW9EK?*4mKr90a`yhQM9A3F_t`Fu2M@|lP0_q?`?faQu9yd^
zve{}PXAeiMz2P-k%{#VS$KqKNOWsnx<+FnKv%LL&eb4$NyNIY~q1ux1;wPQgJ-MRP
zbm{lX*wz*2<GbEZRY^$v*d@Fn>Fy*8J}=3ppvp*{-Cb<zcO?8yv+MS9ygK`IQ-7<W
zqC>Re^i6M86tvb}KeSKu*83x=(^DeN*2T>J+;;G>iRk(@l94}l#q}mA_A0wBnt3X+
z`_USczKol`8^ylfdBiNbQAN-q)xN)=)p&yizuCFvYvY{4ZdPjiT>kL2yMWcw>sj1p
zU#hPqZQnEZ#g2DnKZ=8btMn%Kn{9Y-W{YJZW4Yp%824AU=U0mIYnCs0Y;oH2Q%g^2
z@in={-7S~wY}<ZjX8u_qxzl@*Z1~bevE`~4PaRz?Cbr?%@85|T87tIohOg{z@7@#Q
z-51WjL^w`p-Hwtw0sEz!o&;za+t}!=b9)#xZ$sAU*cmGt4$j<hnP-hcoG)mI&|Wno
z_nGj<Fq<`7XQW0ZUfi`LbLGvuckiyzI3O7v{f9AWF2_qQ?tKx3|H7lpFDUs;iEeBc
zd${V>$sJEiE03-gu*sBdPI79UlDV`r@{!k>Eo~f8m8PN_Ocb|GJQNyv{7_c-LDh$?
zzk3UpiN<*xidJNlj1oC4>|-@^!n(UL0=~w4JA#~a;#yx<Nv?l>HtgK2bf0N9;X1NS
zminIWBt+M4D42NZU~rYstTmZWTSAU>-3&HS;$AITp;4J|)M$OdS2j8JmHiW3|6F$o
zIc;e5d{at7VcN|(75Ro&pBZgfWhp+Zw|!2<(b)1W716@WcSOIF(7n0bQ2bon@ohF1
z-yWapTYG3~nVsjq<|`*;%fCI9njPsC7JDQsh%x);r>6$h-*PNoui3oleC(zaPM`U9
zwRbjx&eA>9%KchMBYRo?oRjfeh4(9M_S8{dvrQ^u+sRt+DFd_3^Ybj_t~vkM#I|DN
zIhRV7Ni$9?No6@Y@A4~~HR9}_Sv)FixRbec6Cd_nex99rYNOc6N%51Wsh%j*xjHAL
zO8@j@F}>drGs^yU$0lbNzTFyk|ML-zl^?w?-kY-ZiQ=>5o2Mf``zV;oE9)80N=rDp
zt0Ym7dwSpUv}?uZJ7;dqwu?yg{wR?1q-DL2&6FeBYj3O6+D)$%{ruvg)S`%;8l4ey
zDq8Kgha5V}8Fp#kQtrg9XL(-feiJ|Htd$U`e|yIL%r(mEpBA2N7P`NDo0Wy~Ea7&I
zcHQnbcYe0))_ZhR`PN5sjtDV(`|k&`1Q}nO@Bhhb^Z(E14Jjul72cE+%G>)jY=(7t
zUZ!3B=BhU)+B@K*&beou-G6_)VEIDk%f=0R*WXP25ubJRa6_7Q`dMwK2;V!pYoBlQ
zXtdQ@%M|v;;#+9%&je4<-um)j6A=w<epAKne`QnBxA@roNeeMJ@|gGRp-DTI7f!Zo
zdmFWdN9WCd_t^m#c|tUQcWKKXi51xTOrcj~ZPzo!Z!+Bbjo)hI89sQv&RO%j<@=Kx
zKuy`Q)tsxMI_H@(duyG%YP4ZRhZn0>_wx9gv*(&h$)^4*I6YmTouPqSe~-cU>WiTV
z-1Z*deBN&MZ`*CTx2OHKjjR9rb=nWV?jJmFPaIad_xP;&{hS{XA8%!^e_GcM+7Pq!
zhu!Uo?ff<$9M)Y2Edkd(n9R@sT93E%dE!JFozp-5AL7=Z@@Q7fk?J+^`}d_DV|#r+
zbK0eUAr~EmHzvhyC{W|Pcl`WyBZf7zr>tF6+Ojz%uJCC~R9Vjx>EQJz<7b{;W%@W%
zx44tb`pfTSlWW&{=bt&QaqaEYY08(1o6`~>Uedi);q}@{;<by$)XiDFI<GVxL{1)#
z*eRoX@yOB_72MN|6JNi6J-fhuTj2ZDKhej|{8-DYkd*c=N^^V4e&^N@Pm`;=1kAj6
zN*T4;+uGY7?)&|&*}vwIaKQyfcGJ{=V-w%)|Nnb`aed$0+uL_Hgf4g3DOwT1{g8nn
z;cy!-ue|!d5AF6_S{t6)teM*o$|h&t+z@KQe%k2Y{vVIJcdARf#!T+6;MYkA{k`90
za>LZ1bGLew#B}pFmT@dgdwFL`%<Lu6n^}|QHwxcaquN?|WOY?~!qkcFUv_t-zKyh5
zXd%e$oW0F?_Pl_JU0o3tkK4)~UNuVG!B^l~qPXT5!=8JGoC87ou(U+7&hFddE4+G{
z-(0TX<$iM&;xd)QbXlh!vw5BGzJB2(`GsmM$M;;f*q6z)F<Hqg+UdsyXa0lL@Arn^
z@XA+ypxSb_KkUK6!<8=zEZEiAUaqY<oA>pH^42+9Bll{WzROx#Gw1lkFBY|aZ?;}F
z@tn}JHu#U(>Yp+ZA!}RZqi<GbeBE)i@A*gLr+fY^2{JzU{k+k%r%!v29aIWrlM6e2
zu&PUQQb)dS>NLCZd&gWg=UczO5xM&PZn=9?a&;5#mR^rFD18-T@qW+eC@qIF6Y;3V
zcE0Be4?mRY@$ZUyIqUALkM3EPtA8_XGtYW@{FzOOi8TM*=5q(5s)Da^FV$77`Et?y
z;otA~+xP9;H;rq8?AcbhPj0`Sb@$Xq_tn!vrXQXCY47)Yr~k^m-}Bk;-S>(Q2ic|n
z)oxSf@76f0zevUEy+l|`>giKcwY@*i-lEL^x$b-RwKbYYOTVPs|BgKUM=jMUT>Fo(
zv$Hb;!-w1V|Ap0@dv<m<=)T^a|G=!fyGn&$ZT|Ro;>3xCZY@7HUc4A6AtTdbey@Vr
z&CTuDwhvaB^W|=D%@*h3<?a2fe!z6+m6QqAW=2L#@Av)I%elX=Hb&QQo$j)&$4azc
zS)ctZxA8i=9}gejHWB{rihl993dXj!wuFKLfws1`BegF-Uc4B1V^ivB3xDRbw;Al&
z%O`Wzaqg&5JiV!KA7^ZAtbvV<&B9=x2OFQ2ANVLOt(|vs)6!@AJ@-~*JWQBbu_N`g
zSj6@`**AA~7QZoHp1Wh`@5K7o*Vca6egALXoeC=(8=l3B7eCJX__#!S)^Y2yHxj@9
zA9{ZDdi#URf_sDx{eAc_@yBEN|0lNnx)#;+IQdq7(6)^mR(!0#yQ}ooSECONyN|uQ
zv5}dLo&Dk3?e}ICtev**<DHMOyUPxK_)xI!Jx}~~%gMRt`dj6s<>cCWrOmtcJlvD;
z;%`(xuj_{mFN&`H`}gmTYK-fiBa_#xU|<k(^mK6yInK;)!;n6w&~4p!(Cqk|ozLg(
ztlvM=IQ>~wf3LLpp?|;M&wp)O_vf+v;pg`Mf5zN@e*e$e`&V-2XlwKT|F!<V)%J$c
zGls{Xh;68<u9mhkuX(rgdC`A)?eKLi`gI?>dH=`WF0_f+S(K`0zuq+a+5yFOnM(z|
zkJ9abOU|i$HdFWG>>UlE2644tLm3)gC<MDy-3fG;o%-8$-|xHcpVjp%h28x3_x^v|
z@6{q7=RT|DKm9ts`mL$OuNRA>+uB|C9A9q#_vM}UAHQ7oe_q$Gz_W$9Kl`k+Hv8!#
zhxa7ETIAa8b?~u58V?Uo$X_{-Yok8jU*eOTC@AymiMsvF-=9H+%$dJ(`Fp>Hz58DA
zxYxXB|M9=y@81`BoG2$(<+*h+Pl24(oOV9<<O@Pf*G{U>=lOoOT>j1W`*pnGe`KE?
zx^O{Y&#zaj3qGAxx8|4CJ@5Q{!Qtah?yEn4xacnbRsYh(0t<fGbI$FH4Kp|yv%kH$
z`Jq+6=3u=qd$)h>tKf6a?$IAESibnM@xnu!5(^o=_QMxfz4)~Lz{3IvCo97}|J2#p
z=FZbnljUkF?0<Z^nEa#Cy8K;BV<Thn>Z*4?`edyWPEXS{u(9EBc6Ls#TYV#X>-O#C
zP1m*d?N2=|R`Kzu_|g3b?;byX`=+w#pT5dHs=78yen0%TE_Qc9N{Y%U$IkW}(M8Am
zWDSgrjGj&G>gVO>KYZW-11RG(oxlI!fx@0|x3VwXy=!~UernaqqT`46RWC8iv$?Y=
zm3z;JL)^kOOD*STzPoYY0K=Ytzg{ONU-<Ch!;QKf=kK!BpNZXF#>jBs++6EKP%ove
zZNcKj$!~7Fc%i|=%X<)H$=zL|i2ZNo+w4<MiGZ(XS~@+h$!jT-tgP(gyu)_3a(#>p
zB_$;$t>&qF15fS=op%@#K#PxVNIKeeN9|1CwPUs4?}mTw34FeA@kN^wKC4p(Vq&b~
z8$dw{QmfnUJKOBw;(ohVbvb>U2kLS*r=KsAvx=J4e$LTd^4Ot66Sf*`%ey-(w(Mr=
z&3V=DX8O*vv7Bw3?)U8gGr!8-f1gh4pZBx*cqHfBo12kKgHEp7|L@n5^B-;`_oqIe
zTOPOV|G(eqckkZ4`Q_#1&8*yFDgL%!r@Z|7`r6vlU|sL`em}Qs_wLP_!OK!UKRbK+
z-_!Vis@KblkIR;)O!ZQoZB@GJ<<EZme-&XXLvG}ron`7-|NEr+{4;)*Pp9M@>yeBs
zFE9W0kiY)MpS^WIPsfYdyPM8m`bI{lslC$jg-wavHY5IE%Lo<z+nvp8i+uIC`D=Bc
z$*C_RlOKE-{=DjUmOqZy|8f8E+5UfV#Kt66otPa0Wp8h>a*OMkth`!&r;z>3Ok?(Q
zR<Ct-d_HG={OaH6g5$E~2j>6#qQ2wLr_&D~H1oIVMsGWyyZsK+=jZ3!-Q{aVo}Hh+
zeqY_`X}X|V{UED&48!j?oB2UYY<~Uz{qRw@KByQv6dE2o_0Qg%8ygt+{rkH9@Vx4G
zobUJlue+2zT`$(^p|O0;hl9_q->?7w_rp^CT29cWogLrrRVV)X@^VAn->Qn=Z@2rd
z-~a7a_CxLXpIoAe55HXYZ@+gh&f-yra#UBd>jwjU_POon4u?HWl;eB$G;w#~hR}5<
zQy(wvZ{=$TC6!xTYge85`{%j+d9A6ZTCU!m>}REUJA3`!O>?cw)%M<B<~w_n*V0LM
z3l8&ouCIPRw_Hs|T1x8Fw|mv^-?Rw(t@!od`q_-+O|{?eZeMkMUfHe8n={kr&D4$B
zqEWf^`*Hh!g;(eQJZpac%&%X+Hm$Gwy1Mn>wbfy3Pial{Dto*2`Zg2x)lU=GT7cro
z%$k4o!vsN_9CN;HhfR0hv-z^|0w{U%xmzz<9NM~b{=YBF4RUXp{P^?S-u~T>`~TkF
zKNOw6mo@v^8c)$*tA5GI|9QZ!E;HLCQ%I)bLF0#Kv-89L{y#gzaPg|^cgyeBet0t3
z|Ipj*_v5bqpR(|s!b(s?CMF~>tlROZ%c=hL)6>(P-QC$^3J$XBo;{dV8KKQ*#Xq<G
z?3u%RK#OY19w%7GOqM?CEYH0fyny!PB-IVq<EkA&<8fs-5;qh*J+<U|{bT9-4U_$>
zIPE?(@;kV@v)=)Q+x&;(`+tCw6raTdh8HhiHcA?&9nf4phsodm@0OQe_4j;Wnp1Mg
zbHjPN-wyu%{9nF)J@~L)p0E5)q5Hb`&(2xDZ|Upfn_-qa>*deYVQZyc&vM<KKEKxN
zWxoB_E5QY?RxUquW~TAN<;&UaK27YOvH!Yjw^--=#k0-_mGOxkJiJGyM9zvodS?4d
z8J$V(Z;u?zy0D4qnz#O57Wv;djvu=fz*h6;u{=9N!}R#Nor&{vPfyeRaHsgZ>e8R-
zk!;pwZ$M|o9scz6^uvek@@?zu|GxID|30_;UL)wNxU=T>d8*&-Ob?x3i@K9oA+zA;
z)%A6(o72uVg~wI0K07m$`R?7j8;;9WA9!@MJMs0kwW0OX`R#rv$khM&xZ(Z2-&X9|
zCmf$I{JbHwB7%ke^M?(0Ene7s*|;Ic;`f`)59d|CYka+aznom<6G2egPI!2z^}_x8
z`Bk+V>9Vr2t((tTaWgDfRdmh%-^c!fpHHVBuK)ME{*dkWJIu|^%?9=VYAXJGJnnn{
zt0TKC3uxnQ=<2Y8&iuA4?J`9iF*P5Let4T-zkAht*6Ev<{j>L;uGe~Xb$I{npwp54
zw%;OV7$&pbseZrr!;i=PhfS}?Fi%$VHQM{{R`&Y2AHL78d?q==w%Y8?=JR$-b>5yo
zd{C)k#`NZM&d(E9e=^`_|NLpgU5g0ODATQP7R&$5C_AOO+{fbIwdnlRsa~qPe?FT%
z`QCf~`d`7JPq}3FeQ4EBv9-0md24I-+4VbrJnBB~6S#ZVu1)W2o?D-+|30Vq+)2C7
zGtc+j{r_qD{v5sViifS@o3z*OF{=LYuzj;>_O%r4ur(+6tlw-{vwF35^_Pq8zV8bk
zG_t4d-MbfD0)uW2s(v;zebf8;|G#fuSsA?9zy8<d(Aw$tKMwMPvijPXotvJ53e43H
z7ks`@c|*(Q49G_}@?>(3W*054e36{^wV<0*GVa{1IWlXewdWZ=v?-AjJAP29;>FUx
zW;+@}pC|l$wR-(IP#*vNcDwrCcVDl^pPyI%@8=uP1x4FZPEK00d9(5Ece`GnS^s}~
z{qOBLmzH?m{QvL$|1jIk#W%L)MuY2&;%8?J|Eqz*=<BuU<FfxB^4HG@)tdTd|G(G!
zC)po<*e*Y>_5ri}2{$*l7>gB#kYesZqOQe^Q-{kQCuqk_K7GPjo;!EPheO<(@0Q)p
zJ@jPF{{8l=L$q#!QgK^>;e#KK`_KP-r2lWxtLyU%k4c95-gvk7`@Nj+cgxS4<=mKX
z<fuVn^@oG(n`3vEg?^p6e*eE;Yl2p$tl$5yYT^E`KcCN^Us_g{R{!I$eAKLF*U!+R
zHtkvBR#5fx_SnI!i<?wiKv|&ter@@okN<z~|1Vv==iZKoZPE{J-~VTJr{uD)@UCx1
zKso=wot?#r|Ni{^u=jl}zuxXQMms(plYY2%`@ODxWw*EGe%QLcmKU_J@J4dKZNleg
zXE#)SPLq(7l=R+xXJ2jgr~j9)UuRFBQ^>aG$D?io8=IV8z6=b0c0ZpK9v9b%U|?W)
zeQmAxuiyKBp3Q&o^ZERCPy_VB-MepP)<8lo?Rnx_NXRYteBrp0e)`&2%j{=M|N4fX
zd!>36l$b3mUx*2xZJZ{$fzR@Zz>l~2_1wG5-b$7K0p&CXh6nopKk2`g(`bKtN_+j8
zzjdFVooxm+zoql{2-dzsI`D9YW%08cpti$-Z*OlW9_x`T`1kYq^Ita8em$@(e%8aQ
zSF&N_KK5guo}Ol8cyNeYzl6`M0i2sQf7~D^v!!4Kv|#W79o?Py?95EzzV_rf7ozlQ
zzOIgMJ$TS@$E#JVC#iYa+S-EF*6w&R$@{@E>HHQ@m)if|Zg$xcftaF`swd}Hg6uvj
z8h!v&O6>plb^Swj`yY%scXkN&*?x<tc(d`i&-;yuhuLoItF@j}ey{RFdHwfta5b{^
zdK@>Xu?t$i8(KU4@87=$CMF@L(wNpBgBD>k+M8WLMOcJs)Yg^{58LI_Y9&Cik@J4<
zcR#<^rzZ>jT$^934N8or*JFZj{4f7_R6IR4HumN+-`R`K%SuU|3R@dB)%N2N;pE$^
zLRW7BwVXhCSlHiY;@&@>PM@3)DnoD1|9f+OYVq@PrndjZ_y2GWTN$z`I&Wv{osYNk
z_uGO@5B9fB{de2h+4<&~nZ}zJ_gSsVwV2V~zV!h(bLZHs5oHgq1ZD2_>>|mE7s(5G
z^9&8;;?CXrBcsy=&fGcaa=VVYd|t3R)OdrKP6UJcyb2}I2I715|7(AIXt(G2`}Z%X
zwRf;fRQrr}H)zEfsD-SP`yR9y4m3i|z+m@%=XuBc{Pn+nMd$5gUAOz4Rm6q_#+rA<
z^P55CZ1tZNi~G8?4uZB;Ebg=7N;@})6Vycoorc+1{cb1wzK^~6GfwHL`Oad&JW23H
zwN4a)J+4Nz)79q`FwH5ul?l2j&3RgC!IO#Zhd!UT=MRssHJwxU>t(^0i|(`Q@3+fU
zaonqZzc*<87qO!U_t=~{4UN$V7WVE3p!U<$bth9FF6?i;x>!_K?c2?Cc?O0V_Vsop
zB_#)X&F^uD$Cd<cVQJG&XKg5ax+XR@_QLh+)4$AgvV5Jp9lW#t;=4#tk?{5P_0><;
z9G5Mh^YeXs(KS`?X%(6EvaqI5_R)hOa@(ZYZJE6TZ1i`(+4RO){#Srm=A|V$=jK?R
zoLl(qcK-g2dd{G3z&BmDjN@|EZ+2XNxOVYk<zK&^o}QjQ|JRk}n<S0XQs&N`d$UK<
zc+=0%&(lG5!{5I;QCl=-gIW_i&F_{3m%Uino))~^@2r)z^=AIM56w3%pU;_W`~6O_
zXMJ%&fx+%ir?fZMe!pw}`rW&8AY0$8TD{IItkvJ@<&vCRTQYBM%e@^nueq`kR_A>-
zXl-`=xZ$qF4Xx`>Hhs8o{Lrhyi>~6SmzVhp_jb>(d^U4enheY3d-=7mqg(&fgWRMw
z)oWYT*H<r!<7>Z$ev3J9J2HK4=+);Dn^HVMDf;2VhcAltcRrZ}E`9fW;`;qFV_E_a
z=w$P-l_9Int;jXwd-gQ(BDkS5ySIJolLRjQ+r7<K7cFJgX$Q4(W%$~a59q4>tFN%k
z&Mq+E=f9hDsPctPNq1+O^XX{<R<OR%7LmicYX9W-%-Oora>jIU@`u)KH`Xov8|U-_
z()oN?z){f6DI0h0mW<4q)6Uyx6v$cecRx-Dw8=Ss>0e05rk*eUW#DcqxCIM#f>#UQ
ze=e9kd|)A&)Hd!2C=*Kc1sz5>8RByHl@FPwL6{I-eC>;`6fmAf7!5KtFl$G{Q<&=@
zR%@8X94LY?VG>iM^b#yV$`P8qcoAJes3Vq+Itv^U<cHSd|IGTE&$J%v=q+YoU|{fc
L^>bP0l+XkKL1Grc

literal 0
HcmV?d00001

diff --git a/doc/index.rst b/doc/index.rst
index a951e80af8..b32c329f32 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -1,36 +1,6 @@
-.. raw:: html
-
-  <style type="text/css">
-    li.toctree-l1 {
-        padding: 0.5em 0 1em 0 ;
-        list-style-type: none;
-        font-size: 150% ;
-        }
-
-    li.toctree-l2 {
-        font-size: 70% ;
-        list-style-type: square;
-        }
-
-    li.toctree-l3 {
-        font-size: 85% ;
-        list-style-type: circle;
-        }
-
-    div.bodywrapper h1 {
-        text-align: center;
-        font-size: 300% ;
-        color: #000;
-        border: none;
-        background-color: #FFFFFF;
-        padding: 3px 0 0 0;
-        margin: 0 0 -16px 0;
-    }
-  
-  </style>
 
 ===========================================
-Scikits.learn: machine learning in Python
+scikits.learn: machine learning in python
 ===========================================
 
 .. |banner1| image:: auto_examples/cluster/images/plot_affinity_propagation.png
@@ -38,7 +8,7 @@ Scikits.learn: machine learning in Python
    :target: auto_examples/cluster/plot_affinity_propagation.html
 
 
-.. |banner2| image:: auto_examples/svm/images/plot_custom_kernel.png
+.. |banner2| image:: auto_examples/glm/images/plot_lasso_lars.png
    :height: 150
    :target: auto_examples/svm/plot_custom_kernel.html
 
@@ -75,10 +45,22 @@ Scikits.learn: machine learning in Python
     engineering**.
     
 
+
+:Features:
+  * **Solid**: :ref:`supervised-learning`: classification, regression
+
+  * **Work in progress**: :ref:`unsupervised-learning`: :ref:`clustering`, 
+    :ref:`gmm`, manifold learning, ICA
+
+  * **Planed**: Gaussian graphical models, matrix factorization
+
+:License:
+  Open source, commercially usable: **BSD license** (3 clause)
+
+
 .. raw:: html
 
-    <small>
-    <a href="auto_examples/plot_digits_classification.html"><img src="_images/plot_digits_classification.png" align="right" style="width: 400px"/></a>
+   <div class="example_digits">
 
 :ref:`A simple Example: recognizing hand-written digits <example_plot_digits_classification.py>` ::
 
@@ -101,22 +83,15 @@ Scikits.learn: machine learning in Python
         pl.subplot(2, 4, index+5)
         pl.imshow(image, cmap=pl.cm.gray_r)
         pl.title('Prediction: %i' % classifier.predict(image.ravel()))
-    
-.. raw:: html
-
-    </small>
 
+.. image:: images/plot_digits_classification.png
+   :height: 140
+   :target: auto_examples/plot_digits_classification.html
 
-:Features:
-  * **Solid**: :ref:`supervised-learning`: classification, regression
-
-  * **Work in progress**: :ref:`unsupervised-learning`: :ref:`clustering`, 
-    :ref:`gmm`, manifold learning, ICA
+.. raw:: html
 
-  * **Planed**: Gaussian graphical models, matrix factorization
+    </div>
 
-:License:
-  Open source, commercially usable: **BSD license** (3 clause)
 
 User guide
 ======================
@@ -131,16 +106,39 @@ User guide
    :maxdepth: 3
 
    install
+
+Tutorial
+========
+
+.. toctree::
+   :maxdepth: 2
+
    tutorial
+
+Reference
+=========
+
+.. toctree::
+   :maxdepth: 2
+
    supervised_learning
    unsupervised_learning
    model_selection
    cross_validation
+   modules/classes
+
+Gallery
+=======
 
 .. toctree::
    :maxdepth: 2
 
    auto_examples/index
-   modules/classes
+
+Developement
+============
+.. toctree::
+   :maxdepth: 2
+
    developers/index
    performance
diff --git a/doc/logos/favicon.ico b/doc/logos/favicon.ico
new file mode 100755
index 0000000000000000000000000000000000000000..80d4aa51e352a38566f1a6addb60794fe381bfdc
GIT binary patch
literal 2238
zcmZQzU}RuqP*4ET91JTs7#PGD7#K7d7#I{77#JKFAmR)lzyczmm=Qw1{q~>1WAT56
zn{WOzl<oe{U^4SR!<!o$8N8SNXIOIaKSR>S{|t@`{xg`*{?G8_)KrH5|Nk+(y}gZL
z^2z@UFE1@+czSv|!>6DB8IC{x&+zT-ZH6;5O&Fe>oXqh4{sD&h=l?S_9{A6Yu>L>8
zot-5Nx!e9Te0X$};otxN3>LHhGraoxpJD5*{|uj=o@O}o@IS+ql|c;62mdqt{r8`t
za?gK;v$M?^-rm{C@cHL|hRe(S7*0I?&yc$5Kf{Fujtt-4-eNd2)0n|{=6{BnXZ|xh
zKfi$C|Ns9C)qDRl6z=%X5U~6|!^<lx8Ln?gWU!zApW*xa2Ml+2l`=dzIfdcI#$<-t
zeg7Grotw+>|KDGRE2}~wfiX&shQJ650euu8V{9yKfC5mY_05e1<xr#zQ0487wNa(f
z<VB6y@yZJrOW>8~H<rXJ&ueUkSKi8)5udy+kFg~_c`0LKG-*`-iQ$)bbTGzezKEi+
zu`wH(1xVq`ZES38%z;zhh6f~Xf<s=N6(nnHERJ2?Ru3X=EQC$oLIZ3zNQovFssb%#
zYa?Nh1Ptq-%EN@=G+F|Hi^CWUs20G45i~Q31qg8%i-`qU0ZbH$RwE!U&xxb}Ngtf4
zKtSG@51|0A37H{l2UmbBj9{y(z!V_FP*}2tP+y{mB6E}=zCad2Wy_m_>=@|c4glS@
BS9kyb

literal 0
HcmV?d00001

diff --git a/doc/logos/scikit-learn-logo-small.png b/doc/logos/scikit-learn-logo-small.png
new file mode 100644
index 0000000000000000000000000000000000000000..7cc5fbde5dd7646d51001f5ec92db0182f60c3e3
GIT binary patch
literal 7703
zcmeAS@N?(olHy`uVBq!ia0y~yVA#pPz+l9|#=yY9aI4Clfq{XsILO_JVcj{ImkbOH
zY)RhkE)4%caKYZ?lNlHoI14-?iy0VruY)k7lg8`{1_lQ95>H=O_FJ4>9F`2S-lzXD
zFvw2#ba4!+h<iJ?vLf{A*YEbP=M=Y}QBe_K^XyUh{G_F8(V_)O+7U+=`d!_2>hT4;
zTb{qSZL^O)s>OHp-<E5yep`icZ95vardYSDV}TL(i3tjdDlC&GJoJ0M=6nC->dCXK
z5ARiM<of#C#zy7$n!V>NtLx9-%3i<sTi=RRpF|%m?7HRX<UgOeOk?Vo@EiUsWDga8
zT00|o|4gqf(FQ@Bf6Sd+FWfr6U+G6<n?y!}zt+mU$J&$1TeO&N%-?$^y!lRJ+k(cn
z5U0Dx92I{mx{3)hyfOVeQDjm4!r20h))Tx|-QEzy`Gv)WCG<y4x$*q>d5P)4GXh*V
zZ}LUPO};l%takIBo;Q<Sw_WeK8XW4vXLt3DZ~iX(KkV=RidM<7_dL-}Z13GYJ2E8h
z{O#yh5y5v`6q_<R+8Q2Ax*zB&DieCBZ_@Ma7VF~q(x-h*N|~?Y_32Ma#T~}y2@~QN
z)BkEG{0i!n3%cMT;KQ%Pwu<jYqQPFz+rgoCe|o52uNEnKFt<}qxpGRws#CV_LqD8q
zyW5g;G_y2x)7~_7-fLmg7%loXl~gl(Z#PenYC3OX@%TjCosvTgU7Kt?Uwt=tBj9)U
z8uR^~?1EC9kAA;XI;4NUVe@O_o_&iy*1RomnP<tabdaU;W7?y=uVN1s>mR+jn>iqW
zeaU9KJN_%0%&n(}Y`>VSA};uE!=6dc!^48*J02MJMpTAhh`Se<!FPMlo_*8yuep76
z$s`*+iMSJysXragN0+f~zbsw8OvrYN0#l<^!JBLMd5?T@OyA5G%5i0<n7qO1b4O%;
z@*d*OXH=iG=iEOB*(ay{K53lXX3nzn&(hL2yf-D344b~QxUhI1Flyo7pYfnMm-oxL
z4HZeh0@$AZ6sYQZ!*oNmJJ7mk27BU_7hEBpX0`eM@10cpq0}@ZuIc<d{$;HtkK~SA
z<=rk&^DD++@4NSstR5FR9FmGI23kvAddD5AvRY$m$o7r*Rr-ap@6D2W7r&>sW3j}`
zeRt}dTnt#hu_(oScqG;La{Af)Wm5uYynJc6$a?<%vVcEF^c+P?l_HMEw+Gs=mF8@D
zX8h)A@kNJb?;QccZZ}iTEMBho&t}f8-W#i*IR*2+a`|xX2lGVN@4MDTxPL9<*!(2q
z%;WXSpU$nnu-E#7&wty8=5<{cSBqr-2~DW_So2m;;NZ_crApfWS*FRq{t+qR>U^<)
zVQpON-Yh*S&ZXDIvz*HcwN~aO@2?JanX!A<tli?F3EATN?#VTDBuF0WTIHtpf4}IS
zJ^RF#UtLjR9+5d+|J{{aUsZMqg@qnIRQ`4KjKk;LrL_|CMcrPml-S!}R-1aD_}ku!
z<+dF2e74j{yM2r}v+3lDTMPKy{wE)pJ#)qFjfU-W`_peV-#9(*z|F04Ji?1Bbdr8v
zTqZRqc7CIkMYMQgejWSrGT{ixANxM*xt%=uVqQ_k&0fnKt4Y=qwp2UH_QWk+xnx(b
zUUbn>*=zHERj~K#tUY2=amTNr<ALeJbM?7T{a2TLI^?PxQ(t6nZ?XI#_XQ4#dm)Q{
z_rB<O{9Woz?#7RiY<^vV9!0;M(-v9_uF)<(?ZUt)xTHYi*@VrUXLrk_e}9&td&I!e
z=YZd;aAn3b$@`n1|9CGntDN=RJKweYszjQC_w(M|CbIZ{;f>Y*d$z4(l5X~6JFfWW
zyY$6rR^e7@GM6&yLj!KtZfEY%o2|oWw=(O=##HMKJeDiOY$RRoq(|&u-MaGpnv_ys
z;|r$VlC9T5w@g};zHn6p+mAnN^YgMFrPr@r@Wowza`oeOoBt2jT`8X7VEf2ohH%~y
zotYgeVha{7yB3hZQT%18#ntS>vUOcs+d1?)zg@JS=ea$(_pjQ)ozov&$$JxH7A138
zHz2%mhTQd7$qJ@NryUQUb*Rc)%rq(f+Ar_xzgKC$5IPw;_1T8ATkE6u$E#RPFyLLN
zC-Cso&({&#_9o63UYrupu<MiD*W;n0p{hCBpQl~D^t)~8oRaHW&;Ar!Ki&Gy>%Ojj
z-oY<#W{XIzQ2z1fr$<`;8qM;@yFZEUnf_1mV@iXSho9lC53CX|{ilf<u=yXnxsPY9
z_WMoU&#r_E%&L}j+h165Zf5iQ==HnptY1n?EWU5?z1_sF>z%?|^KQP)<@&1*Olf}I
zT+SL7yyKs|^v~P7Vq=wdF+}ZO>we$c<;G2cW%t*f-tp!m@0&cX<6r7)V;C8}o)!G|
zhWEWUuM*p>81IaKp)K?5+ArMkcHpr|zt3LAv39isSKq53r<n{7_s28`8VR1Cvio8|
z@N}J35^8>T#hUbEJYLK!<~+NfYjJ_ZwU^~fWYbK3$<Ov$;y%Ibq-)EnV*x!j@nIbt
zZ5-S8?wlze9$Mb{;#R~|uO;3eDtXrZdi>mk_3aIV^{f88{IzgT&2NpOKkufjSg5-5
zyiD^;SEH&%4yilco3okEeM?<upB-^SJN|%%#i_X&w-Ue4f7~#2<N5OIdqZ31S&An=
zV6k~_d*^3~p-_(O!zH2HdGE;_nf}@?c!AvVG~KA(3$GscyL(TGEy%*;?Y@_MyG%ar
zc{sKA$C@qsyZ>tx)rfuHx4+l1(#}tA%5*Q80_(lY7p&T|d*8hJ{1yG$_LT*C#{KVk
zb<LF7Q#Pbrz87)JDSbkmYQ?hujI&l1e#<#}Lf`dMpTd{zuMeC$uu@xnQ<dDj&vo6A
z+j*t7Dc80oudnDkq3-|QdE<hEZch3!4c|}IKd^kiy+u5xzv9tigL8fU0;k)bH`y=Z
zjen3+%l}5<+Dm))*QYPG$x5^yp72J=Nxz1<$0Q@QYQmXA%}EBAE2Op`)_T<(V#dN>
zp|eLlQOe-8y!6cSj~spP=1$z?xV7@S-TLL+p+`+xj^A6?wR`!hqQ9B7obEC{{U_h4
zl}DWa_`Z76>fPqTbzj*fTn`_(&%OIq@SLur7S-E!2#P3tdUw}C`hTb4g9`JW9Y1yF
zto`qH#D%w`=9kW`7;cVRA<ijBKR<A}b5V82^b7O#4$0JV9%~T35IbKm@*|Vft=ISJ
z&xc)?)wE^ZV=1uW@Xc*49xDW2+Oq7qd1LD74d#1$&8{!`@;+4b<1>ZG*56ZJYj!NN
zjI-IEq|UGVQ%N;&UysJw&&Ka33C@k{Z*y(#m*uzJa%m-(<Yv2$t>If{GWXACY0y9H
zvaX7M{&9s5PfoG~@6>4*yuz0#Tg-c{MLM|i8%NMDxr^s2%bqTreSTwNx$*w0?Rzf2
zX39``k@o5<!=7aZuW$NtKDD25OFlkZB{kMnm?7Bh3zN03b@7h_e2IOQ8=~*sQdT|b
z+VabxWo>Dr^QA843g71XoE1wK)yZ@IYTPBqnYvQTwEFOw*jW~i`=7q~$8uP2VSL1+
zU2f0&&mRA$ue?*F*Tv}5ZjrMu`GO|NJUDx{`oq$w4L>FwE}QZ^+I?|~+$=Wfs+K28
zhtx%VS(HD1m$+o!9J9Z3Rg(3oL!rA3c_04y$m;TMw#T}zNTZ8?ce3BImR)l6PN?<l
z4L!}D9oU7=uU)fjSL_-qKHch!=v%k#S7_PIKghg3{8+8Ws#7x>XIAJk3nu0tNc;Lt
z>{QpEl%JPgH63Pq)na(+oJB^M%q4}Li*oKuAF(;&si*Wqx7qT2xXRvjjqjq11Q+ho
zJMudFm5|+%)BYvFUbWK-{%22ZQQ|W`CcY%@l6}vDRUU4PZu2MJ&3nC0A(h*j&!mm7
zf98J0L#tk;Ic=N#VpEIMi*>5v4-Q^0KQh(zeeprVy^KGS{5yXC+bP=+?`PliUnInI
zTK9f^Nd?}WKmJ>{3Lmrj`&_d{XrdOwj8|2sEOt8S^nNXHczRDkw3LzUyPuEsTRo+|
zPp3}Va)#Ahx>%X8Bc<|*?sw%MH?Olj`YzF;<hNY7D%9NlzQBq#{K2;+)C9^5Tr^H>
z($M{~^sf2EEj*_i-j*tsU1?pJ$rC&wHE_z?g=<c@AL*QK%A5F9+&AP}t7Uq~`W@9P
zcOA1x(v~jUc0pjn%h|6Nt~t^Fc#CSLE9Z~O(gwHV$4~qTd{Xi$CveM_EdkNd-l3tQ
z%5FUh#>N}hXJuvG*p@53FreeorJ%0vZs9L36K6eHE4=hD>oSghz12?|H?tp)-(aNB
z`}D=R1*=#N@ky6&Q;C^vXD4s{D8c&Focgdwn|ada#?6`ZV3}ghotuY3>;KI88mh~3
zh;L#T(@&kmgvNeXdr8mrKH2jp>W3aRYQ5Vls8^N4EI-}+l1!HL**((^imHo#+CP1F
zWaBc$E8AUmJScx1xhYe>`FC2uy%{xgc5rTbWKr<xP3W4t_k5O2RgQjdJFTwrUW9iS
z2d}PR-|wqlGCr&F{Bn{76W`w2YV-5SWSy8D6JEW_VrpcVmKqp;e_N7_>c{Q-zUn?Z
zKi|K&c=PYPX-7XjJuPXR=F^nt(fmZ|(%ry6-mK0K=AJEGd1Mz)zviBu+xi?V=Iv-x
zoKq6Qw~cx7^EC$pQ@^<`{qp*$>K)IJqoz6qzrCN@d~s7{I4(c)?1e`>aj~K9xydsU
zSnTfKJk+u~Y~#as$&+3&Uca^KkpHvkpATeD-S|nFtHww2V)ur(2HzJ)&5H^-J4JA>
zMRA4P{>oD8@7pKOwKCFIWO`!Q8vH);?5SMeE$2^HCi}|Xw_3`-?eV_$<0cm07nZUd
z=3DIEuVQX)?&m*chjIG3l()CGGHm>|`^zQo$0^fvqmP}LX{@QQ-+!`$W1>gP$;s-$
zp`op*szFw!Cm&AWm*3Xju|Okx)oh8I>Z{*2sc*J!leuj4<L&Iuo%(UXFYcc{t*!n2
z!^3B8=Om^b|9<|}c7N@>j)H5=*%kGRt9M;7UH;|a$JKpKqTfv1UzEQ#I#4^k>y|=s
z-0gF@&-prbN?&m6ku6m`_P2<&^z1|lL3O@!57)}~7L_tQ?>+ha(sA<-XOEjd+NkpG
zX2{f&hpSa{-c;0`)U&&>#r&ac-;1}-Ti^cMES{JC^O_rj-o77?ScJMbR)?=odwXkZ
z;jWOWlE!IAzU=w=Y_`u_E7P#$i~E)>Q!9IO<Dj6s%DLj8P1gmsFXmH^Xxp%AmuB7}
zr8d{{h<(cq&pbLW+;8(aif!BCm_OC#?Eg2eK4qo4W0g>sh0mP5T5cbT-JgHHvemiZ
zitX%U?+stv*RFeh>Gb?}#|(t5>t0TCJN8d$-UD^nsfVTQC2p4aKbX{6YrymUvH!Q6
zbl&sb+M9VQ(h7YqmCvxz;dejy-mv1?->kZS*SQuY+5fuOFZ6_Q-JVaUmOQ<@+~3`$
z;>W}GnMSExtE8@{zg1N7Tx+q!u}E;C#cgS8`=<pB9UD^p+ePoJar!p>$*NPorSGOJ
z>$~>i#-yBcwHdO4(LYc39+tSIUb$$-sz;wC?tI*yt8@ESN5=!h*5CS?su!g07InUw
z=X+VMws`NB_i~J@UOCVCej!SVDR+0X&9Z~W_a&VUy%qK1x|5qPJOBTji$7CRkIc_X
zn>A@dEN8*54K_B*tc7fT`H5b)-OQO;I$dwa1Ew0gcp1;osk+hIRJJ|}Uha4F`R9+X
zR<Hl`_kI2RJ$r2CRXpO%+xPR?5|`~d-En)XRHrygz2iF2u}DWO?@nz*<d?OjAHDxf
zx;+2IvIpy&Tq45m&G>R_(plauEi(Ho7j|SOf3n{CNa;|q{FNg$1)-@P_kG&L(vQ@X
zhkoC%>=oZ^oxE8wGTeMCwD=63iEH1u-S=SCsou%IgQH#?e)r&-Lcryd$9m=GU!GsE
zV{KE10LRYVbFG9v|G1PRSF?B0@A&%%zuD$iIw&3THNPwJduQ#>=={B|8dG-c{@*5@
zmvFF&^~?;z=0}f`%yMox`1$c|PCvg)Ib`a?!|jtNPMlc4dr9TzjeU_WGDmNJzAgVh
zdBuwS*DS0@rXT)yZi8>5sHiWetg6zM78yUeIj28g=T(&OlzSAEJ3C{W`qS^{Ux}MH
z{i;>7|NYu5XZhPLn}kmn&9Kt4PkZa@yyNN7wI*9!9=)6T)OhFrM?!~W-53QGWj18;
zsI6;#k`~b;KSg%8{EqWaze}b3^qJ-S@k#%&|BLs#Km7bt!Z^+6%>KStf`W1t4;ZZu
zz5lMP<TKxHZX+}Mrlg}>MMZZGJg$Dfcls9I{onV#SDoTI@lq_KMDUzm#h33lSc+^|
zeRFHfs$1LquZ!D%_7`8Kx#q^TIRWcdiKJ9k{Ct+ka%gV9&@|0G8`Jo2e?O8RKih7f
z!ns%b_AcxD9e-O+xnkP+C+p35l?AeHSBBhA`n*5?y~l=4*L`0}bAK*9Vm*K7I``vN
zOIz)1!v3U{3Mxv3y_+2=HM#rKA(NJSH|6x^21sZJhaT&b^-fGoY??P~mejSi(bFAn
zd8i!v^78V@vu9IZUt238B64J%Zp@AeDLejrIz4%svy@7|-J49+mv7fuhFp-?B;4Qh
zq5Q9GsHkC!?rtGtneNYf*6b?Qv6TF6=X~Ll)S0R>@0gj2PWP{IE<2z7;mxD0eg8h}
zk~o;&^Zx9$>i(q)yLH{(8MdzfTNc|?*N`t0ec|PvS3gxxns?8Mm^RlW-7|D%sayQB
z`vxKnhjRG!<LXULzmxEO`uF(9hs!Fizr9!e-uD9Ihc}zgtLgT;+&Qb_Jzejp$yo{Z
z`oFK^)u+xk%ayut>}sFK%XKc&AMPl!>im3kKz>Hu28A7Z-kJLK(UE2LTT;uPPn~o?
zVBsRQO0M@m93#J+{CXtvaY{t+#WUyHD)yV0A6~NYXj*QnvHi^WbNi##=0;AOzk8oy
zhqu3$l0-?zx7DkH;-r&~ZmZbtdA0Y%93!3n1cQH$AyYfn?%BUl@uhpk&6acJ@2;4-
zgStoze|||f-?5SLu6VHZZO+ZBW-HI1Kc9YSiD%(DFOl_ozeP30F&s9C*i&KX+`dbG
zV#fmuzT#(RJST*P>g{^5Xvwd|9-c)7qP^PZj%7=6+TC5qCAfnB*n6$%cj_|E&hpDr
zY3I<nJE`W<%%`SFDtE-~{ERa1N^j8o`>`lXI(B=OQzYN_*qBo{8fX5nWovZ!GgC`R
zC|dOGjho`K;T)cJCeAIsri^A+kGRiTB=+&k#Gfq8ANTEgJ$ZJ_j~7)=g6-OVT90;l
z)^gtTN{#K1|F_e|ukKinBm?Jp5x(}HkGhY{O<Q$pP2}bo28m8RJ64^VWtyFl<u&I!
z!<jjj#tYZjUQ*iGVW4o`{XI{&Y;Weg;_s^M59TeD3!fItvr4b{atlX@sfs<9lKSC0
z=>bN!I;WO)e$924yr<v1+3m~YMUS~8DqX}DPH29-#c#^wh}SFf?+RXa`+msJXimjm
zws4z`ik`eP%+%}^Gd-{Rn$Gz8MNMqo9q0Qt`us6PDhIE1T$I08`uXeP^UGGvDZLiS
z85S05=sP)f_oKT@UL61WVsZbmmx6*~IuQ;kLY^0lYk!q&+PwMkDXUM$Oa1T3+0U`)
zc#t^xfxgLh^_^OiF3*3Ge!Ps2@tcY2`Ac7-oYG${nk&d-edqi6Q%l+&pL^;4;qqrT
zgB|{EXG~veh+W;hQ|-X}dtP<796Z}y)@jUqR==hD>h0N+@BN;lxbudrSzU!rv-Q8I
zgOA^bCC)tb>c6CS-s_sf*_{8s?|sD*`}kOIx3cYyC3}CpTAi8UQBv=3`}InTQNwZh
zdYjD3>U#TY%ML2^+kT5!W0N~+wbt^f&jP32e|A{zRR{O)ZiSyq-}tZD^SDFc=(}Sc
zmmC$d1kJCrX#72S{EAsyGD}9kwOG#K$w|3~vL)B7&Ph9?AC^$6cH41l$Aixje=6p^
zj#61|x})D-?^~W^!R6xFJD-P|`~0}Z?>=dE;#MJUyR{ifx8EJH-Sk#jIdIeY8HUZz
z=T+;O9n9%Z?)SARSg~o7(aLP&gaZs-US0vY-5*R$Oag*}oML06>w<2n^xu1MNYJ(Y
z<g4YA9(VKq@qVwE%YJn^C+n|gYTtj^t;;x;e5^fgG0XoYi#i4Ef4A8BK5R*?D!Bdo
z@Y(9fxO*)ep7u<q1@6U#pa1bc(lPkLyDxvHvCe;YELpP9%J2W#tZi3VX4D31{!{rn
ztJ&`jv*?54pHKb#yML7d@5B4{l1Gmm+-bP|q|l7dZoW-?4WB-Jx^dpu*LP0AAx@o$
z4GjD5&!6&Sv3tLt#%rA%i;N2jHgexfSOpg@T-f;W@$t>Y&(B4~$nJ6|Dv<tl%COep
z>4pB8+7I4Os8GA7qq2L4_xooS1-C9dS$N#{s_vc-iM(=~dlUZgbXSYzJzugrjIrSE
zl6^Mc?=GHvjsNzkncvqgTx8a<{q91)We;~bZJu}c$W8toGpp}gua=)a=YsXhdDZc2
zQw|>A`omafm9*0wqiWOl>()Q-n%uSH-xfR1;Fa(H{5JDB?8{+Y`7KMX;%;nb?4QdQ
z=LAf1-Z8g7KjqoyYrmGU$TD1yDdz1K(|xpZ`MgD2woK`_`_<9Z#3ZI0H6>)<k|in&
zb8c=*^;9|d_+x^^yJ?5c&NeqLc@bcifA7rI@Oati#8wmad4Vo#e>y+sd3LN-dgG<}
z^J`x|&=7g95*6_I#O2O4GyQihziqXuM|z6uw);y~I(PWF?D)eky)v)EU`;&R)7?!r
z-_~n|<rH%k9>3oIVEX0$1A!W6K5od)|MM?caG_#?@sn@;JAeFe>a#bJp0B!QJ(ofG
zOTDtKZgF{bo8`a92c0@JwbbU)LH+)n9Q%LsoStx_>B5S}$Upy1E#`2Q*;K=}@Yyy&
zomY=%-~Xu)Hf?(1$M?703>Ve23GUW?rN|KcZlP*XR+F`&(wgY)eV&umj-G1ckvw!e
ze}C`!=|9?!yRhuHzbLzIrKg>jPW-+(mc`Ek0s{{!_wQ)$jjMhO?z|KVU(lN<6O(P1
zn80_K%lKx*?3znOD;6jmX5P5CHAdp_KEBn@nO;teap7p4s_n1!Xk+=RNo8Mj_47Kl
zKS#0E@2`|d=Q*z|QE0&XQ2xI3xz6&nDv~ZOm8Y|2ZeL?&_Oqvt$3M=vMcYqDB}rRd
zW~T45>m76V-UxIzNi$fnz5nR;{zE2rSeGo4;om*`k+S$(^=?;7IlKMOC2FQMzP;d9
zV7OtKEr;u3Ny8co?`b-oRrg<P?vpm}>$m&GaoJ?DpVh(MiRCVvzC<=Wd-g0MZE>Q+
zo$~v&cdA~m<rJKzw^RFp-Ih#_;$_nWw^;kv{@J8#fB5gd(A!eZp%ecE9hrYWa_f?U
zke$WH6h3WUv*hi?eFx7=PCdWM`gqZ^jy(~69dCCmJ{T*`*EQQkwY|Fb%K@EfcMaRJ
z{WQDQ-Vu8iVe|JbpY^<3*F(&;i$40hANS+?5WzON&u`wj1*>8TeDbgT$&%T}XJ=a`
z@OsN_L-u(L6G|4Utzu62_U2~Ir<3Xt({?*)D;d`B+M8pvxbpK^bM+}(-RIlYR(w8d
zK3PcSTl13#c4r!5<o8?XUaYqYxuAc$H1yW?_Kt>!h5l)84{g_0dh)~9?EkX}w=d^i
zrb<MHiuP;ryqkUSk96CoSN!e<D-PWCmwel^V(aghTN?M291dW6w%fU~T6R@eDu?Rc
zzkj}MQjV<rUg5@jLg|X$OYJ1>%g4nHejgJ0BiFfl_EXaxFLpSI{hxpF%egN31M<5!
z_59nrr|{EFyXNR+-_q~#Iwz-_y3G%km45w1K7sFVluzBGBb_nDXH5&Od@iTFxv_Cg
z{Qh~j^LFdLQ#RybzFhKEOhm+>;zPo^z2BnxY(AaXksch{XZ32ujY)OYe}De`S@Zk$
z{j}%j=FTZRCONlGC3Al34Z*<H>HD|zm71PyzcW!(o$t)kiJ2$Y#yx3n?_5){u2k8z
zs$-kG!J~jU>6D9YY_Dc1^SqvZ@`q!jNLsY!|B|j%NfJ)M7t+$5XDprleN$=p1eyIO
zPcTNx#J*XsaQV=C(<IBMvZX6`&7NO=rTxeEHa4xSW|`ngXLmTx6iKTVGP84^Z!J((
zk)3OsU2bBW7a(?gYRYBn+g?-3l`59q>8%X;qtw6Zkp<uB>H5!?PLBhXJ)h56_cJoH
z9r@&c%RXB}<k8aUaY>JkbUu0VWWx06)31bfzG5>E+MIBZiRbWxE5ZItw`|#RS?1HX
z8~KyAAFn*We$lSX`|Ky{XD;BH-mCYBU0wbA*Db012i5({`wiZ;OjwyPv#D`+k>uT)
zJE0M6yWK;sUQI3!>`&d{{e7azD>rwp%N~02OFN%$xqa9E!qg|pZ_iA6#~rwL<*U-?
zb-$mk+tR-3(}^tyTPDv<{iNEuh)3_mlZL8L6=nIwIYr?%(^y<`R8z9I|1*j^(im{$
z?t%wz+UIpRzm7lZ7aM+L?hLib;h{&qJevKpW;sj$s~1`>mwxXKzPmGiyQiMgl&9$*
z4z(WUpSk!+j=N;sl$m=bMx9<`IQ{K*QTsUy$~YFk*Vr@ttTWfC80CVFt*8I9KUk3`
U&N#VF12p05>FVdQ&MBb@0D7f9y#N3J

literal 0
HcmV?d00001

diff --git a/doc/modules/glm.rst b/doc/modules/glm.rst
index 93d74dadc2..36bb1f77ef 100644
--- a/doc/modules/glm.rst
+++ b/doc/modules/glm.rst
@@ -29,7 +29,6 @@ responses predicted by the linear approximation.
 .. figure:: ../auto_examples/glm/images/plot_ols.png
    :target: ../auto_examples/glm/plot_ols.html
    :scale: 50%
-   :align: center
 
 :class:`LinearRegression` will take in its `fit` method arrays X, y
 and will store the coefficients :math:`w` of the linear model in its
diff --git a/doc/support.rst b/doc/support.rst
new file mode 100644
index 0000000000..d05ec89ab1
--- /dev/null
+++ b/doc/support.rst
@@ -0,0 +1,24 @@
+There are several ways to get in touch with the developers
+
+Mailing List
+============
+
+Main mailing list is `scikit-learn-general
+<https://lists.sourceforge.net/lists/listinfo/scikit-learn-general>`_. There
+is also a commit list, where updates to the main repo get notified: `scikit-learn-commits <https://lists.sourceforge.net/lists/listinfo/scikit-learn-commits>`_
+
+
+
+Bug tracker
+===========
+
+If you think you've encoutered a bug, please report it to the issue tracker:
+
+http://sourceforge.net/apps/trac/scikit-learn/report/1
+
+IRC
+===
+Some devs like to hang out on channel #learn on irc.freenode.net
+
+If you do not have an irc client or are behind a firewall this web
+client works fine: http://webchat.freenode.net 
diff --git a/doc/templates/layout.html b/doc/templates/layout.html
deleted file mode 100644
index 88b01661ed..0000000000
--- a/doc/templates/layout.html
+++ /dev/null
@@ -1,36 +0,0 @@
-{% extends '!layout.html' %}
-
-{%- if pagename == 'index' %}
-    {%- block sidebartoc %}
-	<br/> <!-- These 'br' should die once we have the logo -->
-	<br/>
-	<br/>
-	<hr/>
-	<h3>Quick links</h3>
-	<h4><a href="https://sourceforge.net/projects/scikit-learn/files/">
-	Download packages</a></h3>
-	<h4><a href="https://lists.sourceforge.net/lists/listinfo/scikit-learn-general">
-    	Mailing list</a></h3>
-       <h3><a href="{{ pathto(master_doc) }}">{{ _('Table Of Contents') }}</a></h3>
-
-        {{ toc }}
-    {%- endblock %}
-    {%- set next = False %}
-    {%- block relbar1 %}
-    {%- endblock %}
-{%- endif %}
-
-{%- block sidebarsourcelink %}
-{% endblock %}
-
-{%- block sidebarsearch %}
-    <hr/>
-{{ super() }}
-{%- if show_source and has_source and sourcename %}
-<hr/>
-<small><a href="{{ pathto('_sources/' + sourcename, true)|e }}"
-           rel="nofollow">{{ _('Show this page source') }}</a>
-</small>
-{%- endif %}
-{% endblock %}
-
diff --git a/doc/themes/scikit-learn/layout.html b/doc/themes/scikit-learn/layout.html
new file mode 100644
index 0000000000..27b58ca104
--- /dev/null
+++ b/doc/themes/scikit-learn/layout.html
@@ -0,0 +1,108 @@
+{#
+    scikit-learn/layout.html
+    ~~~~~~~~~~~~~~~~~
+
+    Layout for scikit-learn, after a design made by Angel Soler
+    (http://webylimonada.org)
+
+    :copyright: Fabian Pedregosa
+    :license: BSD
+#}
+{% extends "basic/layout.html" %}
+
+{% block header %}
+    <div class="header-wrapper">
+      <div class="header">
+        {%- if logo %}
+          <p class="logo"><a href="{{ pathto(master_doc) }}">
+            <img src="{{ pathto('_static/' + logo, 1) }}" alt="Logo"/>
+          </a>
+          </p>
+        {%- endif %}
+
+
+
+          {%- block navbar -%}
+          <div class="navbar">
+          <ul>
+            <li><a href="http://sourceforge.net/projects/scikit-learn/files/">download</a></li>
+            <li><a href="{{pathto('support')}}">support</a></li>
+            <li><a href="{{pathto('modules/classes')}}">reference</a></li>
+            <li><a href="{{pathto('auto_examples/index')}}">gallery</a></li>
+            <li><a href="{{pathto('developers/index')}}">development</a></li>
+       </ul>
+
+          <form class="search" action="{{ pathto('search') }}" method="get">
+            <input id="search_input"
+                   type="text" name="q" size="18" value=" search..."
+                   onfocus="if(this.value==this.defaultValue)this.value='';this.style.color='black'"
+                   onblur="if(this.value=='') { this.value=this.defaultValue;this.style.color='#cccccc'}"/>
+            <input type="submit" value="{{ _('Go') }}" />
+            <input type="hidden" name="check_keywords" value="yes" />
+            <input type="hidden" name="area" value="default" />
+          </form>
+          </div> <!-- end navbar -->
+          {%- endblock -%}
+
+
+       </div>
+    </div>
+{% endblock %}
+
+{% block content %}
+    <div class="content-wrapper">
+
+    <!-- <div id="blue_tile"></div> -->
+
+        <div class="sphinxsidebar">
+
+       {%- if pagename != 'index' %}
+        <div class="rel">
+          {%- for rellink in rellinks|reverse %}
+          <a href="{{ pathto(rellink[0]) }}" title="{{ rellink[1]|striptags|e }}"
+             {{ accesskey(rellink[2]) }}>{{ rellink[3] }}</a>
+          {%- if not loop.last %}{{ reldelim2 }}{% endif %}
+          {%- endfor %}
+        </div>
+        {% endif %}
+
+            <h3><a href="{{ pathto(master_doc) }}">{{ _('Table Of Contents') }}</a></h3>
+         {{ toc }}
+
+        </div>
+
+      <div class="content">
+          {%- block document %}
+            {{ super() }}
+          {%- endblock %}
+        <div class="clearer"></div>
+      </div>
+    </div>
+{% endblock %}
+
+{% block footer %}
+    <div class="footer-wrapper">
+      <div class="footer">
+        <div class="left">
+          {%- for rellink in rellinks|reverse %}
+          <a href="{{ pathto(rellink[0]) }}" title="{{ rellink[1]|striptags|e }}"
+             {{ accesskey(rellink[2]) }}>{{ rellink[3] }}</a>
+          {%- if not loop.last %}{{ reldelim2 }}{% endif %}
+          {%- endfor %}
+          {%- if show_source and has_source and sourcename %}
+            <br/>
+            <a href="{{ pathto('_sources/' + sourcename, true)|e }}"
+               rel="nofollow">{{ _('Show Source') }}</a>
+          {%- endif %}
+        </div>
+
+        <div class="right">
+          {{ super() }}
+        </div>
+        <div class="clearer"></div>
+      </div>
+    </div>
+{% endblock %}
+
+{% block relbar1 %}{% endblock %}
+{% block relbar2 %}{% endblock %}
diff --git a/doc/themes/scikit-learn/static/nature.css_t b/doc/themes/scikit-learn/static/nature.css_t
new file mode 100644
index 0000000000..1f5b717349
--- /dev/null
+++ b/doc/themes/scikit-learn/static/nature.css_t
@@ -0,0 +1,368 @@
+/*
+ * nature.css_t
+ * ~~~~~~~~~~~~
+ *
+ * Sphinx stylesheet -- nature theme.
+ *
+ * :copyright: Copyright 2007-2010 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+@import url("basic.css");
+/* -- page layout ----------------------------------------------------------- */
+ 
+body {
+    font-family: Helvetica, Arial, sans-serif;
+    font-size: 100%;
+    background-color: #4eacc5;
+    margin: 0;
+    padding: 0;
+}
+
+div.header-wrapper {
+    background-color: #ffffff;
+    max-width: 1024px;
+    min-height: 50px;
+    margin-left: auto;
+    margin-right: auto;
+    border-radius: 15px;
+    -moz-border-radius: 15px;
+    margin-top: 10px;
+}    
+
+
+p.logo {
+    margin-top: auto;
+    margin-left: 20px;
+    float: left;
+    margin: 0 0 0 20px;
+}
+
+span.legend {
+    font-family: Verdana;
+    font-size: 13px;
+    position: relative;
+    left: -35px;
+    top: -3px;
+}
+
+div.navbar {
+    padding-top: 13px;
+    margin-left: 230px;
+}    
+
+div.navbar ul {
+    background-color: #ff9c34;
+    color: white;
+    border-radius: 5px;
+    -moz-border-radius: 5px;
+    list-style: none;
+}
+
+div.navbar ul, div.navbar li {
+    display: inline;
+    padding: 4px 15px 5px 15px;
+}
+
+div.navbar ul li a, 
+div.navbar ul li a:link, 
+div.navbar ul li a:visited,
+div.navbar ul li a:hover {
+    color: white;
+    text-decoration: none;
+    font-weight: bold;
+    font-size: 14px;
+}
+
+div.navbar ul li a:hover {
+    color: #EEE;
+}
+
+/* #search_top { */
+/*     margin-top: 12px; */
+/*     margin-right: 20px; */
+/*     display: inline; */
+/* } */
+
+form.search {
+    margin-left: 15px;
+    display: inline;
+}
+#search_input {
+    color: #CCC;
+}
+
+div.content-wrapper {
+    background-color: #ffffff;
+    color: #3E4349;
+    max-width: 1024px;
+    margin-top: 10px;
+    margin-left: auto;
+    margin-right: auto;
+    border-radius: 15px;
+    -moz-border-radius: 15px;
+}
+
+div.content {
+    margin-left: 200px;
+    padding-bottom: 10px;
+}
+
+div.example_digits {
+    max-width: 700px;
+    font-size: 85%;
+}
+
+
+div.document {
+    padding-left: 240px;
+    padding-right: 20px;
+}
+
+hr { 
+   border: 1px solid #B1B4B6;
+}
+
+
+div.body {
+    font-size: 0.9em;
+    margin: 10px;
+}
+
+div.footer {
+    color: #555;
+    width: 100%;
+    padding: 13px 0;
+    text-align: center;
+    font-size: 75%;
+}
+ 
+div.footer a {
+    color: #444;
+    text-decoration: underline;
+}
+ 
+div.related {
+    background-color: #6BA81E;
+    line-height: 32px;
+    color: #fff;
+    text-shadow: 0px 1px 0 #444;
+    font-size: 0.9em;
+}
+ 
+div.related a {
+    color: #E2F3CC;
+}
+
+div.rel {
+    padding: 15px 15px 0 15px;
+}
+
+div.sphinxsidebar h3,
+div.sphinxsidebar h4 {
+    margin: 0;
+    padding: 5px 10px;
+    text-shadow: 1px 1px 0 white
+}
+ 
+ 
+div.sphinxsidebar p {
+    padding: 5px 20px;
+}
+ 
+div.sphinxsidebar p.topless {
+}
+ 
+div.sphinxsidebar ul {
+    margin: 10px 20px;
+    padding: 0;
+    color: #000;
+}
+
+div.sphinxsidebar ul ul {
+    margin-right: 0;
+}
+ 
+div.sphinxsidebar a {
+    color: #444;
+}
+
+
+div.sphinxsidebar {
+    width: 170px;
+    float: left;
+    margin-left: 0;
+    background-color: inherit;
+    border-top-left-radius: 15px;
+    -moz-border-radius:15px;
+    border-top-width: 0;
+    border-left-width: 0;
+    border-bottom-width: 0;
+}
+
+div.sphinxsidebar h3 {
+    margin-top: 10px;
+    text-align: center;
+    font-size: 16px;
+}
+
+div.sphinxsidebar ul {
+    list-style: none;
+}
+ 
+div.sphinxsidebar {
+    font-size: 80%;
+    line-height: 1.5em;
+}
+
+ 
+input {
+    border: 1px solid #ccc;
+    display: inline-block;
+    text-shadow: none;
+    font-family: Arial;
+    font-size: 1em;
+}
+
+div.sphinxsidebar input[type=text]{
+    margin-left: 20px;
+}
+ 
+/* -- body styles ----------------------------------------------------------- */
+ 
+a {
+    color: #355F7C;
+    text-decoration: none;
+}
+ 
+a:hover {
+    color: #355F7C;
+    text-decoration: underline;
+}
+
+div.body h2, 
+div.body h3,
+div.body h4,
+div.body h5,
+div.body h6 {
+    font-family: Arial, sans-serif;
+    background-color: #BED4EB;
+    font-weight: normal;
+    color: #212224;
+}
+
+div.body h1,
+div.body h2,
+div.body h3 {
+    padding: 10px;
+    text-align: center;
+    border-radius: 10px;
+}
+
+div.bodywrapper h1 {
+    margin: 0 -10px 0 -10px;
+    text-align: center;
+    background-color: #cde8ef;
+    font-family: Helvetica, Arial, sans-serif;
+    font-size: 250%;
+    border-radius: 0 15px 0 15px;
+    -moz-border-radius: 0 15px 0 15px;
+}
+
+
+ 
+div.body h3 { 
+    font-size: 120%; 
+    background-color: #D8DEE3; 
+    padding: 5px;
+    border-radius: 10px;
+
+}
+div.body h4 { font-size: 110%; background-color: #D8DEE3; }
+div.body h5 { font-size: 100%; background-color: #D8DEE3; }
+div.body h6 { font-size: 100%; background-color: #D8DEE3; }
+ 
+a.headerlink {
+    color: #c60f0f;
+    font-size: 0.8em;
+    padding: 0 4px 0 4px;
+    text-decoration: none;
+}
+ 
+a.headerlink:hover {
+    background-color: #c60f0f;
+    color: white;
+}
+ 
+div.body p, div.body dd, div.body li {
+    line-height: 1.5em;
+}
+ 
+div.admonition p.admonition-title + p {
+    display: inline;
+}
+
+div.highlight{
+    background-color: white;
+}
+
+div.note {
+    background-color: #eee;
+    border: 1px solid #ccc;
+}
+ 
+div.seealso {
+    background-color: #ffc;
+    border: 1px solid #ff6;
+}
+ 
+div.topic {
+    background-color: #eee;
+}
+ 
+div.warning {
+    background-color: #ffe4e4;
+    border: 1px solid #f66;
+}
+ 
+p.admonition-title {
+    display: inline;
+}
+ 
+p.admonition-title:after {
+    content: ":";
+}
+ 
+pre {
+    padding: 10px;
+    background-color: White;
+    color: #222;
+    line-height: 1.2em;
+    border: 1px solid #C6C9CB;
+    font-size: 1.1em;
+    margin: 1.5em 0 1.5em 0;
+    -webkit-box-shadow: 1px 1px 1px #d8d8d8;
+    -moz-box-shadow: 1px 1px 1px #d8d8d8;
+}
+
+div.highlight-python pre {
+    overflow-y: hidden;
+}
+
+tt {
+    background-color: #ecf0f3;
+    color: #222;
+    /* padding: 1px 2px; */
+    font-size: 1.1em;
+    font-family: monospace;
+}
+
+.viewcode-back {
+    font-family: Arial, sans-serif;
+}
+
+div.viewcode-block:target {
+    background-color: #f4debf;
+    border-top: 1px solid #ac9;
+    border-bottom: 1px solid #ac9;
+}
diff --git a/doc/themes/scikit-learn/theme.conf b/doc/themes/scikit-learn/theme.conf
new file mode 100644
index 0000000000..1cc4004464
--- /dev/null
+++ b/doc/themes/scikit-learn/theme.conf
@@ -0,0 +1,4 @@
+[theme]
+inherit = basic
+stylesheet = nature.css
+pygments_style = tango
-- 
GitLab