From b76dcb4ddd697573dd92462baa5dd5b0838600ef Mon Sep 17 00:00:00 2001
From: Julianne <julianne.cocq@gmail.com>
Date: Thu, 6 Mar 2025 12:09:26 +0100
Subject: [PATCH] Correction experiment_load_factor

---
 histogramme.png   | Bin 0 -> 17765 bytes
 load_factors.png  | Bin 20831 -> 23692 bytes
 num_resizes.png   | Bin 24104 -> 20013 bytes
 sizes.png         | Bin 20796 -> 24516 bytes
 tp_2_miso_dict.py |  47 +++++++++++++++++++++++++---------------------
 5 files changed, 26 insertions(+), 21 deletions(-)
 create mode 100644 histogramme.png

diff --git a/histogramme.png b/histogramme.png
new file mode 100644
index 0000000000000000000000000000000000000000..8236ec17887d655b4695f504ae95518b08e037be
GIT binary patch
literal 17765
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz!bs3#=yYvQSOW?0|SFqiEBhjaDG}zd16s2
zgKuI<K~8>2PG*uqS!z*nW`3Tro}q!BfsR5(Nl8JmmA-y1T!mhKQM&$=qKF~}1_sUo
zkH}&M2L414W?W&vJd=UJ<)WvHV@SoEw|6;b#DvZ@e{fk*fMdyFKL?J9wNeIxmlUK@
zloV#4P!c+*s`JXiEg&p0q={L`C2T2cA*0{~SA_*00Zvm&RT4#wo8Bl`x0tZ_cm&=5
zZ2vjb{_fmYOEzEgd|o?$xySXjPv=#?4lAtxp2IuUYw08g28M=RuR`x%WoBStaCBg2
zU}#|Cc)`HH5Wv7F%fP_ErLcgRfx&^1rG$ZjL8GC8kAZ=KRp0_61H%FaCMyO81`&r*
zO-xn{It||Xdrjun|NHq>kB#9%Gsg>ueuIn)3rbEXwqMyTq0=zg-_Fw1#6;)g*MG0V
z_j^U>Y;=vP`}y?ps@3bP;@9u}cue|o_`Xk5x12S*t+VZu?&(Jr9gmw-AK(A~_x|U#
zN8Z0&^k@dtG%+TtfH~fJJ5}cU_|7s}`Rs9_($1@4(Yjx%>i++}Z=D$J_V@4m`t#x?
zX7?%{f4MyWpGj=VMc2D^Z!i1X&*iiK^P%MD)9K6k>wg^X-a1D|Qh(0}r+>N?9}cp=
zj-8@(#87Vk!TMj9=U=*XB;V?S@RxPvj0|F}?((%JUte9#-sk@;Dk^Hu1>I()iZk<U
zt>>2CtIVA2Yc_NJb+?Y+C;jUteY>5%|7e)qv>J#1@5=Yjj()@=X|&|tQO!%+_y2uc
za)?uX$)vMy&Hvslzwf)Z+WIZ)spr$VUI_mB@^bPtv&+kTy|vfxDcak;(WmO^)bLOH
zKWE*FTN!d`|G%&6w_Nhl-l}`M{C=%?_0I(+f_dJ&JMR9}jV(MXIz6J2L99*fokRbd
z=70C9-#?Yw=xcu0Wd4k`8;?n4-q?`%vcLXMa-GdQX;WRrSw&&_Z~cGtSw5Sw<sh5%
zlMnlUKAXMV_`HoV`?hmijojrbQ=*E`ng;K$`+G^<{^!Xr=j;C!_x<a;`fv7Rb$>s0
z`I>^L+^tuODi0mzx1V!*^F=r5r<?dB3>0L`ZX~|^dOiOAhIOy1ZNA+|epx*Kcg(B%
z`|G2!*KWO3zVGwgn03$RRqMUoeBN&5#*K#ik4L7@HFaNGxaZ%i)$7mwepdUwI$rNH
zBfHFmWqxyKE%Tp0Z{Nq>{3Tnj$62r4bV}>x1!w-Vr>%Cs*>w8Sw%d8LonOCNy?&nE
z=b7i9l$IZ#TYhimtl6_am$`lZw4(E!SNXNi{q=v8YhMM=KXqIB{my^CUO#_+^xK)Y
z5t6o5CI76y#s5C9CHMP?y4}RQolmEkl)SjG=UtZM{hH5b_tdXC?s8>M{r}(h&zpXH
zd-U_8&pqeW^%#0&ERC-3I$pKt_pv>{{vOL-Ec5oL)j8YmceXs87X9pPO#0l?OZ9(_
z*DuiwUUp_<Zs5Ng=Wpk3kFCp-2{&92n;v*>ai5jeezk4t-|mX<`_TI3R`&X>w(55O
zZ-j4L`*F^VZ;$)!>-rum?F%ooIsWa~M&bL@|NmP5|J5hsjQ{@v+kVKbx<CK<{Q7;*
ziXT^t-tWHgO~d<5cl@76;>9-a-R*w`)~(6Ezwc+Y*!;($;V~CeB_CA_9#82=-uEl|
z!oSVGPRIY7RCd4i`=6P|e!tst+3)4L-S47w?w?=1ZkN{k-4%W<=WeKXKiaXr>z&NU
zyWPpweG{$U?MR-tK68KV+oONi*S^ipd~;*t&f9@sizUtTV%neY{dz6>=k8$JYmdy+
zuE&=9e!pK|-~RmU`MP(1qOI27{}NSuLB8Ta<Cf!c)lbf=^xd9Ye$Vpn`Tu|X&+3H-
z_ATzWv#MYAai<IStnm2St%r*jM_<d^{dU^_dV$~H|GuxUw@YJu=00<}6JyXR_1SL^
zJN^D(t6!*OmUd>wm!tZ1hVxstZQJ&2@^TBs9^u0r<`>tPHo5YMU5lIJbKLV|3#V{V
z{Ns#IQjKqSJnlQK_;60~xy<UkIU;Tk{{DGxKi}@lLjI-p|9_s(T)+3*t4%TU|9x5h
z*|qtypY>YZH|~=2YCfHm;d|8bJHP&Sv|VRk{o|C4pFKZz2r6IN|M&L(rI-EfZSR&`
z_I-IJ*#9h}S<{o_cHcJ2NG-1avhldw?B?U{_P;Ljt?&OUq~3oq=Ih7f^5+}X*u1*+
zm;`?$-9K9O_=t(0fxp$uCEKpoy|2E1y7BP=X8tq3&HMr$f8E$;adU2T@0a-hzpj7z
z*k5lm|G_b<v~zQ29*$>OcW&3_d6LFyPbNR)sC1Vpbh%gl@#mj+<@--RH1_+H-MK)z
z@$0YG>;1)J3LNbW{~uttyRdNg5l42}Dg6`mYhQX>=Ir}?&e~Gv$nWEy8kyOb?S8+{
zdTzy|&X-5U<IlX0v@KI=adqf(eDbKc>#K`Lyu`+HKWrXJbaFfS+kOp^bF};B%F_Ph
z&#Fhpz1@0+Z;n+dA30ViC2p-`)4KhBoi!+=U)KNsUSHhMaq!)v-D1u6T^;%w1jSh&
zRSVqy^i;pzGT*zVt?-XKM{j`GBa7Z{rj7jnfA9Zq&Avgy`FTR9cg?m!MYX1|FVFYC
z-F7>xu0F2r=hHubSFs(kXv^F8^Vy!>k9Ye%h$q=J-mu^J7ZgCnuiJMph#l0w7U-Q5
zKE=B4^Nn*i^cPy~bC{y(6!T`kMcm`+qK`+#pTCc4x&5Oya?1Vl7T=Ps_y0Vb|7@CE
zVb0r4r}cg+`Pbx&f7!tgN)4Ykirg0aty5S2$hhy*(WBE@1&<#uy&gM#-><9dpLOfl
z|9Qy&`Dk<c{93bk3Eq#fKhEaYO}5{?Y}vA!kA`vL$Ky*E9Q}Fs{M>qP`yU7S%YM#|
z^Oo8EG1A?lzuWJlY}a`Wy;(=!|M+%0|Ng_D8`nQha+sp~>&5ZsLbrv*L!4^DuHN7N
zBe(bdii)^5(hWa@7&Xou6_1xWS-Nh!?)E#I4riO)DL8!U#6;!W@A&0xc5J#HSADkB
zcClOUsrOfJ-q@J@`BSjJ?bgGenE5OgT)J=}pz_bh<DdWjez#lS{=M}5A8zf>Ws6QI
zR{nf(aq;bGNAGWZv!I!8R&wq8J)h6XoUZ%(I{x|d`*pwH7VkMeegB`Q+ft3w&#hUr
z|KG2jG0W%IRo(ui8N4hcEGly;-|v(|Eu25UM(1t~O+D5lnR|M%&&OZ3-)<~+mMpuG
z*uE!z^}M=YFHaSn)(!u8@B6;%4=d~czK+-4Tm5}ra%KAOcf0dbkBWw`vH5()IQO)g
z|GYW(H~)Qp;qF(P4+ofkmR^r3_D!t|{r+_I`hB+&D|7O7<jwP9+Mh0;Q{<KUbZYoI
zP|YGcZGOQa&Yf${+x^aIPk!EGeD1{uNl*f;tdzMOYW;Rg@V-*9`H{c>)*Y8Ee{vm^
zkYwkHr@q;<C+gp~<7c(k?+JQ&dAa}78OeQ_(PfuB)t^3(Ex%h@yr%x!o0~uH$Nzm5
zJ~eJ{)zh!r%OAFiKf8Xf^m^>if0obZ1Q*AjJKfB0HzWT0)%A5-4}WUrx2x!TfBs>+
zd|YJt-BRuKd%s1sKd*acJb&ev_xJa|wcc{x?)RCGw=c*FtNYD){CVZOZeR1eTQ=R!
z+r9Pebb;5^|9{_)zgc=cR{ZDp&!GBm>DH}VbAMh9kDohze)+vh?$SHQ%j@25y}l0A
zjxehI^<~>r@z|2Uy8Thdld7-2&DMXne#0TI-2I&o7q-itI$i%|vHVuu?(-UT`MWnM
z{N8yjKQny)%d4BV*)MzaUE|chBf|b$bgLh>ifjG-^>ua4m&NjPAOCmX{brMQ`zG1a
zD}g_E|9>_+|Jm>B@%6QJaWdWv+|I(~3nDJY7-l(J-M@9ctV}gae^HyttR}q^4$h}_
zx5upO%+{Z^=Xhn@l{>9j#^+X8zKXegY3d5kS8HnjKU?v!d)Ap1x;%4dH-u%&u3j|f
zVvG4H(XE|tx7%mcEpA)0Ipf%!eaB3*x*mO<J3Hyvr;I3R)4PgUO^d=zv$ihoxf*@t
zfva!W7K<0B)<kYD(r$UNUv}&H(7?+QTN~e&mfK#Pb*SS0iidF_i>^96H;OGjYr1or
zZq|ic(>1fql5gkj|NCuQvih%=|DM<XOK(4)k$3#ao+G=GqZdDQ|6S_tn|$S8`Mvjn
z&XH?b`2rVT{~594+pX-&4-PhG^Oc0>ZWMgodtQCnqU`<mR$Sz{`ZX-t_fElK-eQyQ
z^Jm`(U-<d^nkeZw(c@`T%HQw(ey)DIzITn^#Y@Y6*>-Mn;cn;@R$u0-n6>t?xk}dk
z#n-m)y7z)f`0T>R#qal=?SAxI()42JMX7|lrPp(B$8%TRapzvN;%V>w1)^aQ3v(;C
zS|4lbdhcK|bA8wS=PRb>?a$q~_hOe~)(-Kjb?d%H--`V>_wQl(e-rBa7jb)pzIm?U
zeC3_{>7H+kN?m_n^Z6*-{k`(p%=BB^3|+k2-fj8B^rB1cox{dOp2>6Wl!ftn77P1^
zEnfLCZFcUo-)?UEk7cyon_D2S9`kzb_PF-RPXrQ|{;K$TKch{uaoygXy<GQx?tIv5
ze(yx>q4j${o!WNr^s20{nz`}?&U0ei?XP4^yHi>DyzWixUb~XKM^dLBFR?f!;2Zjw
z#j44z<w?}7_J8LVbyj`3zW(bi4y~&n1b6M8cVqfR^)GKWpFii@_PE7z*6Xm}|MgZx
z%@3TSIm^ra#@eO7b{;hpRR1YB$2$LUQ&;Knbb-HR&$qo>XLtWq`Lf#juj=zEl+2yy
zU9Vcq`DxEK%ULD=-=y20K4>!Qo7;k0_5c4CZ<urY4A<57{=W;tv*V9$6!zV|__lla
z<%glCh0Y$z-~092pWA}>4`&p~G`?1r|LGAWaFx5J`1K-z`Mz)NyMF!qrsj^jMo(_%
zvrF8?cf#wpTkWr}nSZPO%FnBFAHVG}K6m1`L0$5rLzm`NzniJ=5^{YvD4%`bvis4D
zu5RhA`=)=imfv4pSh(qy>XK_^VW)%co_oP0e1GK+-Tpj<iy?M;3`ah0H{na-y3*gk
z_r>GldSfS#E3aIAJy|*|GIxDA#BF`0KsWPk_UYA&mRbBVc9;MD;=SBMJwJiRi=5U<
zom?^X^|?(KDg$=!v@MT&FPPf7K|q%y%XWLQMr^?6&GRHOw6hpi&o91m%uW9H3uk%e
zblp|wHBO0`-nbaPb=nRAll@83*|m0o+Se=Z3Z7H$xq8Xc;r#iH2Id>@t=)dliv3{J
zD)Ew}dRN}`D=XaRzs`sh`dhSknXTRAb*GH&pK=H~?B*)C%AGH`E{Ugc#nGN3m$Se7
z>;F8yv)`uaa?`rs?Djt#r(a%QYWGh3+wYsQ-H&&~2i(26?MH7nH>aVT^Az)M>0gfa
zUo*P+zQ*xe@!I#9w%d*OoxgbA&aV0Xzi-=jwmNU|>N>AAO?TCO_XW>|FEq+&v)Oey
zZha)yoaCC(fAHig#=V~(WQR)U?MPhL+C8!T_Vq>o|Gux!uio=3e@?`)hS;~+OOqPb
zyz9C({o~`~&p%wKGuXzOIcxt8SKstGJ#J^O{$absF|p7oHhZ^HfbN+pC6{Bm&ocYC
zWdoz7#FLT=*14*l5;-1V@_g=W3$;g|d!BEzSA4&x_o~#6DBn4&P3OM7E_*yV=lUWp
z)sOS~Z9bi_ng98MGyhYmkL&hnhXxAEo$roj`6aRAb@csTVSI06-)?^OU0rX<*7Yaf
z>{-7`dC&3I?#j3S1(b8#*Vf%ha@e}!Y=7hRB!~U$mfd=l^?TLU-xpJMTfdGIv8s1}
zv|C`m=G^H2XWkda|GnGweSKLl$3+?Iy2Fc3AATgF>%GW2;Lf6>&OChL^SxQVxNe>Q
zymZbs`(;T}enj0r{bO$b<4Q;Nv)%7J3%hf>Z!+8czIp!HwZN}?40v>6zc{j2Ejj1w
zuB_u~eDT|5=g{Y8d!KE7>-zaL2eYA9S#=<@ym~{SljN$uQx><a+bfY<Q<t4;b$v;w
zJFC7Y%Uq587@rq0_jbgu-kBG=NAFvB&mY;v*5R(guU2G6P59~}e=+O-k5wExg+;O1
zRXbV*O&h-7DLyZgx>nBqYSEF6!u7{rd<ZSnxoV}RG{r?C!#*^a<<Yst^N;U(Z0l$F
zbc*FY<!e`e{&?G$(Ix%5OX}>oRljYnNiS|be&WSk*YegE@-c50U5wl+R+2a0`D?Yv
z;=1#1Z}cZCo|4}BaI2oymizT{`wzazmaYAiJp0)-{T-|CH)Zt6&JXt4C?OvEY}-3m
z)ijBY?&i=yZE0iHknh)<<i1~w)o99W`LUxQP;@i1&I!XSv4wBS-mMbWby_4HxOGo=
zmVNnG%QCU!Atm)4VjNf3F<-sOq!e;|OK#!Dgt{X~ubtZ;e)p#wL&-8W*%uQZEwTB<
zaI7=_%97&@o>w#LRz2D%aMoGb=9p*n8C99)Kwfz}o9hh6PDWqRaov2zVrDnvnpInE
zKmOw26Vy<W2w5K4t+`@X^lV}E#=y<;wI<3ANA5h?xNgNoE#I8-E9YE&Q{GH}5ie;v
zJMbDum0?GakL=Z{9Ct3hv6!{XO*g8g=hd967x!1!T^GJ=bo9C8WnEX_>OJv3>qB@;
zx`RsWJ2X!uS#5kZB~>sW`PN2@b&KX)JZ{l9cg4w`eK$7h^c~JP7M-ornDI|)>)FCL
zM;Vd=S4%w9{O10fan+*yY@c3H-x<jUYdOR&=38VrB`a+Ie9l_``}cYG-*y%q-`8Dq
z<eSTdzT6(8BZl(HW=BMt3?;&^v>Y#Uz0uXpwQ-MCcumiD0pB~xRa;gp?S0$P9d_}G
zRg+)1(w-wFWgqX{us8e~zQu0ERVLMCI^9M`4zwD6jeT=nBcF#)d@c7Xan7XsM-rL>
zug%z}ug7q-b(==?b3@fz-N|}vKf7}KpSxb@E_K!Jdm$(M(86wdMz8Swi#rMgpLV{_
zH%X71^60zPx9Bz6Ov!)t9XWdR#=8v*j@QZ<f85)ZteJITajRp^@+7UztuLGH^b0pC
z_O)8LJ>JpPz4YVEqYiafcRqOh=+L4Y=VSjayDs!wiA}b*R(8L;;f`dV&0>jGb^Xt;
z>(~E0U88gSKzE_d(X!)5*J@P9>|lPetyPLyF2QhxU-spzC8mb57xpZR?A8PgUF<%!
zYW2EV%Z+a(b?bim67zPsc(>++K8r^kr=qggPF?Pp^?&k@Yti{nGfS>T=kGoB>9qd*
z<qW?L^4DERoHf@V_tqAht><5@ULO~kIyLmu72AHhUm11lzg^ZUHC-EC@$ctz?cZ;=
z$LnSLxPN)+UvK6A{qoh2+`0Faw^=V^n0>u&mEYqll~v2ueJc-tz5Cm(Z0*Bsyr*CH
zM8COxgMH)O&!3*#|KGXk?Y7&`UiO;Z%2;fZ8ou`B>|LAZsn4(3RCFV;Jrp#sW>Xto
z!*;lxfBl`R*K4^=&qjq`{(RK1@KL9FnAy#g$ua*-ug7fu^pL-PN71vH>17t{;_Cl?
zJ@wrF|4*;v<m7)gkKez#5;1rA$6aqWo&HqU@xA-ydeAV8<+8|Zd)crzyDjD=Ypqzj
z{obykKOc`jPfm?{y54kY^pwxp@xP<yUDLiMf4TAKuG{{pVz<BkeP3@c?`{}+J8SjY
zX{SHjeP6fTsPxs9KXX78z{|6bb_=~1{(np)V(#)KtDoL2zrR+d^2x-hrq?2r>yK5x
z-&_84=ks~9AK&2D-~XrR-yicE3C(}z$`~X#q&}Zpe(v|uSL*gZJ?AND-_t)Oef(JA
zaoOu(*LLoF*e0#z>+4&owg24w(3-m6@Auc={(Y>@?!y7*&)f80y-)YqC~-W}r&DZx
zY0bR1%hh6LJhuDu<GB5~;OR%pcx0_i{7+uLI;H;Z%(S)FzGS|w?@#vH{(~p!)oF{o
z<oF}^1N+X2rP-f<ZNB%KVd?+B-=D9%`)K>_{QLVV?eEoozkByr?V7r{kNIEsKH4E~
zQIMclT~jyz#}Rd{$!fl{Ue~d{Sflvw@?Q)71AAO_pR?QlI9PHsb^6nP?E+h021-kB
zof^o@KlkrT|N2w9<%>d({MpvQu;BRxcG(0)m-sv97I|iw-0WHQnt|a$?5_pPIxR0&
zSKP1t{&d#*7l$Q+n~&=L^3;E!ae#qAXEsYoL#qID^ic<A!$V~~b~XhM4%keM<}qMr
zVEF7T4;e1ELmo+A!2ioA?c1B1FI&aqJpTUr>dni``&EyRfgwQs;_aVnx8L&uwL<4L
zw*3;mFx^n_T(1r<14D@I_dCUzf4^Q|Uv4OHVY+Q#aok@aGc&VmyDb<P9OiD>w(Z%e
z-C1r6{;_;X_1PL(-BJu1w!iRotBjQt0|PY&?)ScqWq5Xffn#$}a&q#ktE<C7L!p;i
zIE7!usxUAxh)rtPH)YrFce^iZtzHxKK8b;WVM9m8Bj|j=^bNQ3_uIbR`~6<#-mlj{
zJ_n7c727Odx>VIXIll0y=;d#>^XI?Y`~4nY|MAylw=$PsxpQZZ-u^$IR3oZD#)~u7
za?Uo(jgqpdDBydzHKz1x=*t(2`~4QX_xpi{-|F6hhS1_FpHAKO{7&Wbxi9zqe&=m|
zuOiv%?Uu`z4)fdZVc8Cv>^Qn`VbIDDvD4PZ{(-`Ef4^Q|Ui<y-_T0!TGu+Sq`1ySP
z{P*YQ*;?mrILP+0L%GjGeNMq4nfHZv3Xd<<-G0XiG>%|;-LUr8mzvdCxw&WGo0q=2
zVsk-;fnh^VSI&j~_4PLwC}dsWHcCF$6JxyZwBGJ5y4@3RJ^p9={m$hu=Kr9QZ9izN
zq2zY%_NNW^rWz(6d!irvRqUY*14F|nju)(zZ?|5*v?g-%C9BtKE+<yrseie2`ltJ#
z{3&IY6Os4p-$MRcjoOFY@h42*#aezmBK%o&<EytjpU;babDNQY;lLl`v$ulM7WbNY
z@!Nh0*gpUMa{u`?%nS?*a<VRPZ+bQ>d)d=z(R$Y>Z5RK}&La`9y@-*4VZ#s37p#$q
zt)id;diJq?`TN^+*gCs^Tff=h9DACLf#JZTrJcWp#F%&6{`>Jb_xt>+S1Z3fXy#vb
zH9X#ySH{A?f1_E^lM|qE<Slp0ZZ9o9Z)?uaQ~qLM`?ali7#J9I;+TF3nPpyDVp8+t
z!?xdoC!AY8fo3s!B@C7J{(80g<&w#Mr<f1(N*by3N}K2PH9lrwV0aOErg>kF;dMm@
z27#33PcNFGNeMFb^vh_`(xs}Vrlw1uJ$qIq&dR{hAoayD{@9CjCI$wUn+t5R$eW{@
zE~u-kyK?19O;dC8>$^1=7#OZx2v`}SwN-9GdRA_(@893w{ezeL`S$kqLi6q>$I2_z
zn<E=&`*DY^l-5+QrPr9h_^e&Kc4htlf0?hYtX#Qq<HmbO85tN}xtMA6OF;^~29$`R
z+8kl6<i$&uCe4~PE2y}*cyBio1A_xEXbLmvHDlGXYuBz_*<b(Pr1aI5D>rULynn>N
zz)-3rJ;j}uYW9;g8#*K%P0**<GT%Ta4}y-SUqTph!86~#-~M04uBX$YFYSK6Z}$6e
zt*KSwoD2*Nat;pfmtBvqw*}2NWNtod=3V`6XL{AgqvD@G9p<;Uku5%B_*GAifq}u>
zl5y|sKC4$NuIw&<4;mp`wy*a0HeGqcBo`_3yckF=bZLG0UhWNBet-r5XK!1-|KBg!
zY5BWeE_*pMecsCGouEoX^2&np%Ud!pTV0tG4w_V7=|A7DR8yFNfx))D;hryOUT@cz
zOWwENnVXm_xw$!gx$!v*WnOu^J?m1L85j~?F7K>1cNMr_`F!r>C7zQn^++0D`gmM^
z{=aYA_dk{Tvisex)%T8q6lyMK+dF&Pt*q5wZY1|FO+4JTwD#Lgb@R&m_5c4~X6Cn<
z0O}}IiSsisG%SsAKI(Gs^c37>RF!#b&BvoJXJxOOnOv#!`>B3?<a8rO28Ij8953#g
zq@9_u<=L$4a~o^kZoTfed~R7(>?sxo28Z*C3(7BVK5sYs-v58!&u^?b%xiw8AJham
zByeH3X4WbBx*rcMr`dnG;GEfOdToXGOi=h(vV6(2da<DS(nNQ;nQA^WCZwI6H8p?x
z-LmLkzpn2G&nREnT>+}IpPp&H=evAPkyq8Pm&-rLyx3d)|9;+V+v>7khs5_S;0I+V
z?z1M@pEaL3^{2hnUb`jeR@LjZ#qwX4cCHj*U}#VPmA=1fZslw~`-vCSf>UMOJA2Xj
zpQ_ViCLQaSpATxP-PyBu?~8s=eZlSJ@P3&Dj~>&nxazl4K>>T^!i9kMN}y0^=6G?p
z<muG#WvkckvjR1BzUqP2=-5ukytXT|RW!_FcFrcxz1@rq3=aIN3(7AW9+#PX&iehH
zlnd1$d)a;O?0$L9`n`{^nvaM1{hH!iMW=Nye>$yy|KZ2i>vpfpgT%c0f^yJej9K4q
z=kKo)X9lHSkej;o_wBgn%D}*|fc-Lit=*Y9md1ChUax%#>KRqNUc3F%Ch@om#l3&O
z-TtZvYH@p8n!dRE<&5$9C3nm3+uHtqvpMtEmzSBKSz=I||Nj4f-#`E5*59+?o+}Fj
zLxScqw!O3W{rkFp`9kORWtzdumP`$cTA5q<#arIK?vIfEdF%IkCWEHGO5SWduJ^H&
znSo)$i<OS=ms!8tp?tUY``t>rFW=aBrKbG*dA?rn<ENVU)%U&Se_d#w_M?iCfg!>M
zlpo&Q+<bXW<mP7)|NeYF|9sgy?@RXoKK6h4zW=}N+l|NNyi4|iBHWIt%Dnc^V|oAQ
z^Q!Z1|7~k)v$44I;^N}V^Qzz7eEWUp-*2}s->ZH<7t}BRBbR)<Z|-ADU0vOsX>~_M
z!+mb&@2}nU{a&@TjojH=$9p6<PlyI3QcqBNd%b4!rP%VjQ)kVZ1zyil^5G!+cGLX+
z#z(udZ*9rU{P5tQWy|%VtD)gbL388m|9`*VZ*O0|{cf4}`aPe#>i)Dz=XuP|-4?kI
zlpKmpLbRrO?d9HR;=8#Flq}li>nyI%%iny~?B(Y9e{<R$A3t-yvLL?x@7K)xwcm52
z#Y~@_J$v@$pU>y>v!nJOWRqT^+-IRQx8M-x%Ok@6KGS2%BBSzlJ}r{GSN(o($r;1r
zOD6kSt$b#c)bevj=+<r9o_(KfRhpHRlM}O`h?#-Gd;bZxzrVjv=jBpba6RyOgI)5m
zo-5n)?|+$n|Iae#40+3<l&a5X&5PewR!@&9@~nC?(f!iQ^m#X*TKU=ieDdY)`?~VJ
zr~6tMwwS+YnH}W+{maYhtGhWETm>(jP8Ru|2P&SP|M~%1CD9spJbV4#Y3z%l)9032
z>Gc0L)VR~sA@x1O=>ASNSq6rNO&l*i8}e6GU)*BzOsPNf`l4&qfh=EsmYz^-Kl9nL
z_Sct_<_ruBr_v_u$eU%9>eU|o<$v9mi|&^<Bp$xBzW(oP*G+w<*JF&o>(>8#I^9~Q
z|2H!mPlU>AP-^#K`sH+^<g)MOm&@ndxxf9@)OG7e?)JN8z4G?^awB<!#J`u{NNjiA
z1j@XpmURAhdUbbqdDX*K@m+uatf;L2^YQrYclKYe1iw7UF7LB?{k|$Gi-LrA`f|;O
zcxA0ja<|_tt9<u$#;ms&ocUvYqCs6%PL?luyFMP1w!YJU@O^yE$D=l~x7_VMP0ZVW
z9#j;6czF2syKwe`?f|*PoBE+Whss-9rpHxjqW2tpHed7ITlIBTa@Urv*P^s*-z3X>
zr_U`7iz>fcdim0U5H5x*NwZ8FQu}iP<V;`O6{$VQ$iR?LXy_rs09w(;TV)>lyQ}>8
z&Gh+my)Iw6G%0^`+Syg*feZ``D;yo(FJqUhP`D3DEL(m)oBces-}YO?yzMo!bGN;`
zV7}J{G%vk9%N|tcoKjj)4$d>bzP_Gb_w#i8GSF%*{n<vTUi1Ft9G5NkIWAM|v$var
zf#E=qkNlUsu8E+$b6M=1^Pk#RE0;ez&cMKskjU}ku88m9<hoDil5R%l?+ry%4qNWm
z{eJrF&Gp#w*s6a&pMQRPD|@|fyL?>*Xfo(^tPKML!?dDb3(7CIipS09v;B4hl=YrB
zK5}}0Z*Q@~|AYK>0q-AydVo`eFYI2Ke}CW0<M#gw`5yb*d~}K1_VJkX@~Po*JMX!I
zI*{xaj?~)i{qd;#=eC#2W<M*4TNwiB`d2Y9?&aQ`e*Rs-|F75M{jJ~cDF&7L;7KCq
zst&bx%OXHkW+LZ{Sc~6pHeY^U|Nr;4-|n)dA>b8opek(k?r>0Nuvgk#Z|XWM9lQ63
z*6n^b%kJw+|EIG)tx)|BY5{=8%(ndd^}4(w&ZM;d+068ymu|gMQ}YdDWB&j9`#KgB
zmsWwz_gW7&voEiHzt_B1*4pg;e6!rB_F11-ncu5W{`&Iraz0fS28IRdf)}1AeZ3m)
zzyI&s{LlB{%>=pZjEob1ubj7d+ym;nT1^vTU}%`<ApAYAOF^#ri0>>D&9gHMm1XPy
ze0&L7F|*Eb|Lb+TUqJ&t>%#8L)oZtTff5L)_kJsVer?g@?|;AFx3~RpfVt8R)M1K{
z$hxrm;ok4}ym!CfR}Gp3yS#nh*R@sRptYEC9=uiNN4{k7+y5zm)^KVI$}c~+`@Zwb
z=lTEl+&c=&tL>ML?41o-DO2~cJAO%Y{$A7E-EX&LKAjr=?!%9p>GNZ^Zvw^f7vT%f
zAD&d7@6*i2>(y`b$>Ubq?A%YABy`s8olyj?qT3qm_-E(s$^^C0F1K(BfBGw^?6ySy
z--q_hxuw@umR|%lAsoLr&Tscxdg<Z6v*!2bEC<DHgR7@Q{D}kmwq#^xdiwhMuH3nE
z=RH?YUy_ZnR&G&!<#W4d-pTVn2QGG7dUCS*@=js(Ymm<M0{$xVtTX(UPbORe4OIM(
z|Nkre*QxM*M#nYYfl~EcFAfF<2Y-bH=MSHlsQi2eKd7BAX3AJAr?>CNqbhMm28M>z
z29$9&Qdg{E>!UIKGD^C#A~5sQlarZ`j&wpA9Hz8g7>ljj!15*a$cn(lm!6!QeECSH
z@atF+1_p+#fnI-mx?|e3X;-dXnKEnkY`BxA3odr+^_r~i?<cJ8w+2>Nf)X(kZNm-J
z5)~nH6>_}WmMvSBEL*nh%AGqg?-zmAJvTS(>ya?c3Yle7Sv1R{FbO);Fk%)v50>me
zNwf~~R7aNc;!o}Q`D}LPiwg@gPfSn**DLmaU;4j>jJ`MC>we@LQ3PsdfY$zi+M_19
zx3<V!`hLIu|CVD?*;jUFfExKMrZ2o_f<}PbKO5Bk`Vz7-1k^ceSUS65UyJM8@38j$
zl?xXp9P5*{K3*IZ6?JKWWAmjh?R7J@-LLyy0$TEO@l5T92M0mZ68^_!%VR)`rl&s;
z0}c6GaJ=x2F!Am$kX76>ZS}fcTC%lYE@pmtaq;E9-|x?#zni=L?j`N@doF#O6B-_C
zYWwAa^UIaX=Xr(46uMUZd^#P;lpAu@ZzlTLe!T)}<6N!z^JepTzxZF5re9jvE;kF*
zlK?eoW^eibNPPc{$2(uI+3d&nq5Mvv`}Eh{X&=_ET`QZ%z`!uY-9i5Zs1slN{qFR#
zo2k>crS7fzdg}Z8ozLgh*k_%-U-f$JpYK;z1{Y8MdDi^?p3~oDjMIET3%76QHuIWA
zFhw(g#?*x_aDTd$y?$xr=Cr4?K7M=j&s%@*l>c?lW~N{2vwk-t``qLE%6%3}xqH7}
zi{1CUQ+?iy=9;hH?i8Qb{q`2rg8Mf!Emw0hXlR^WzGlPi^Y1S&_XqW50?bTbuy$U&
zku0_KT=Tx8e;JwCuB?p##Zw(qm19^$V(XT-+ioxW`1tsCT~OD1-~PjV)>pRXfK<fI
z+M%DAzyEJp6}YW^JS6jCN-d}f!_3ZiCU{M+jHMB%rEQ*W|NTz!=PNmetE@qzAk!Q6
zwSbx}pfQiPbu6C*7XF#!t>>xi*5k2$->)pImrEvpI#A%;#^d?;SnurQ2Nnzr3{}(G
zyp{&7ELV&uN|O6BBTv_@BtIu-O?e@M#*qcWd0w`6FE4)|`d*1a#MMlrAFVRhSB{E`
z3JMMm&dSSM2dft1-Fl=<wS4E<So+Sf*a&MXfa-P<H=H!w`>My_?dI+6z3=QCOXK_b
zxw&i0Co*W9c=Pi8l6mL;|7OVguNMXyk81tDe&M6b5zB1;|M{HR%xkuy+>n8x!O7<1
z5#h|my=JQ*^J|;a&-;P4MZCJcK0YfW!{hWV(L=9}c7oRKn}TNDJQx@P%s~?X%<OzV
z!OMI+SFhWZwYR%j?cM2laeJ$le!U)VulrhQ4)+TNh7a|UjYdB}lVk9`GQ#E4Bx`?t
z@x1@*+V)%j*ccj8Bj*VB%h}%AS?I_k#17hAbKwY{V9-2v(OrJ7l(cm4`nbJ8&d$!a
zYCfO6eAfK_ou{8cTQ`>R*F0ceS^oas&!4rwzxk@qExDwmdHQ_)zt3AvX{~<pz4yEQ
zhXc&kHgyMC#g~94wAOAo#I<uzVfFpr_omnV|9xM7(pP4N4LQ4zJNq?yR%LH)RPKA`
zU;ir@+-A&p0~&JK^<<K_SheN)ozG@%IVu*tL^M3c5R?Uq=dj0@-z|OlSpI)SRC2HB
zr!t!#51PC8`q(x$_!%nA0cF0IpjG?(<m119hRy!I&97hm^UwXi@5*1kum4{S8ld`g
zU+|j0<<lvk9V_}FmU4AJ9)cIYgJ<SI;{o&k|9SqI|HAeC|GsW}zGm||tIT6Pk}nU-
z|0{^QU;poU{j%`5O4Yr;-|gn!n#aH}Ef=)Iq?w)HPghs>Zq>hFf7_|wZe_0rwd!S>
z_J8cne^PuiI&Wuc<7t7$`U?vjW9{m`-z|S$`~fsh32Lo_#uCnMcbBVNa=45~+DxYw
zw0!kJk<R3#S*9AkGP6L-MpL(54O{)^O}hQ+pK~7f+wa@-bXxSbyYnrJ)0URMzc+R5
zwp*)mZ(6_K6D(<#6Op>}>9o`DcV6<+4h0Pi>|9rUJ+^%9mseL;gV(yIg0=`P&A-1d
z_q+a%2TiBkq;o@N8Ya8l-n4V7C<BAompK)AR`Z411(n@G%5LXw-}W2SNu5)6D|4!2
zGh1j_OySW}>~<d-Pnlkix%{-+Z-&9bO%L0o%YOc7WS5J$nZ16mmCo(D-*2`5f0X}k
zc)S=iskcX#-{!-CnC;E~7qiVxx?6Z$_UEbFeAaIQK7Xu!w^JQ7iktf#G&p*v=2@ru
zyo~5=kNd2bfficF@7(=%+wG#_g_Hg5D%Wj&1Dbr?mn3oa`szoeAO8g}^EvrFf6vEb
zG3!8G0MM?M>)W<(+qUfOw%d7vxwZ@pXQH1MKiY6RZ}-!up~=U3Jg3K1ffoc8zrF(6
zIa2$sc)oZ2zt8i<Z(Btg>=pk|x*_7v*Y)+e+)q9-7lCGRmn~a1>wN9YrPGUoKd;KK
z`#gJRzqd~RvS;V*|JU$6zv%OK^87z3b$%v)cYZ!+eK~Xa+-aa?Vb^NzgBI}T?s(WH
zJ1uw1MYo^#m(Q=WTD$F5)=N-NY5TpZ>@5x_x4(G5`I49R(|u+aP2?FErnQ`Venjz|
z`_sTV!p9>#3*SjUUw8HM8;k9|#gFFyd7_>P8l+8m-SbpO#`J}VDqGuXK820H-|b#L
zQQ3Xj$;s;HKbJ0_Ustv3(<$xCpuJJsQtSUbmjAr}V!v(Hwbk3j<0=-uJ-*mVA@&X%
zpUjQ7Md#+(TL0&8wV%EJ&r|)ECzSioIR5?f`FwoCS~iA;qmMzmEOZ^q@0MP-;VAkl
zX8P)F^t^5LIsLZZJix2OQ{#W03V*dr_B0pBHM6E3KQUR6EgdwbW%Yi~=TBGno@3*Y
zm;hQSUh-^a`m+YPaMs0ac5Jh|Z@mHalI`{DYLZ0Gd<%;$z53^U3#ag<Gc%1p-_KsR
zGwq*wT?1%w3*Y&Esm}qjI>~oSult_X-(RzDfxx!AWw%Z8?(C>3RAlSVzHcMPz#umL
zm1SXd;r=Q=nYGS`ea-JqNteyik7^9tDxYerwO~<c7LQoC=zH_^rN@fI`WpN$E?QRg
z>&r`1`EE5Ukk^YZ&y`qO^y0$8mv1(o&&%E=tbC~cx%GWd&>|qd-&?O_T@qfL)+cXo
zxA*(KYRi`J`U^=?+cWOT*?pSWzeIc84yEb(Sr47ROz)R>d?>@vpsISV*4n>NOxJVu
z^CK5yO`0mMbevynS-o|Vj!XE(8Cg62ZaVk6=krqu!+qDRA`6(Tj#@mMk^G6@<BDJV
zj6B_SxBk8g-+$`+_FGx2|K$IEDgDSR_KSYMfoyX;cy+?9?Dc2+kH$>+I4eTV^yB<r
zSC)U`5B8ZUW^eX<PO;zFqCXGV?LC~^cusC#F|&WC`r?_jCduo&zISI{<+J^Aq2vG~
z`;(|&poH;qf-_&_n%^7@4fAxf_AHL9`ki@YQCaoZtKsKkjr?ss9s%uBGoD}HmQf{l
zSEt|p-;a_TiS17tC$8W3>s8D_5m2KLH1=a-5EG(z^h$c69;l>w8ujr-kk$UAUk^Ec
zgT}_@J<{DZ%Wsy6W^Bnt*WB}+*VYuilfCQh95SnQMQZqEJMsVZCgm%3+kU&D?0@jW
zPtb(_pC4AQ*G$e2HT>$l_IbaY?XI_$hM`eDh8zEUI{o~3(yuLBugC5F)E)mPX<cgP
z%S&N#l~4c7nz86@12f-?4?hyyWy2&55*(H;T(~gz*EVN<TND4UYzz$CTFWeE-?l9L
zv-`52_1TZJ6rI~bKusYV(GN$(<L^BDcyn`l_&M9}cTPQ<oj>n<_w}gkwKaWzp4<Pg
zY+M$}9Ufm>n!5R{+3D9knfLN`y<EoE?=JbQbltf*QjhG5xj!&~mNTS_l#{rh^+3=Q
zQ1u6D6XfsvnRfQLzunI#CMhQ-gsjr|ePd(t^b@=6eqHQeroC>*qUiH~FSOfDS-1Dw
zt)p>j3^Sw|WgFx)n;zWB6HKZ0N{~0n2)O+>x!)Evm}+-5I$WG9uIA&>Eyv}mb-sPQ
zU-7v2<<sf$e)E5xN#FJLPk#OH+b>&${X90OpO1T!%G|Jy;|0SP4?&jI+d=CrOwG*7
zBE%fGsYj(w4ZS3ly(Vz`*Kn<=CdJRr=*i0)Bsjdfy!?EU{&CQz&yp7l+n2@d-BrFy
zSe*A>)$6q-pU;}>f7`_95YAG<P_=}k>1y=<e}9YDR{l;6kE=}mwY~oL_AQUPw3q2_
zyP@>=$8r0-YVcOl`So9~hA)>bzhk&|%O$UsJ9k>ze!Gzj8YuzwPb@jySAbII?YQz2
zitS5kzuz^l{l5FYZ}!@)Vf!>bOkH22dUl54;<uKd?MRodMd#1GZ`|}nZ}*!?%Y0{F
zds_DA-}n9gpyB?ye;*zmF24C}`LkV7%Rt*S*Y19|t8y-AoZ<c6?{T+_lWv>eExEi$
z|5{}FTu_GDVk>5P3RHc7h8T+_+4$w=Y+qPB`8UV5+j+Zl`R;>;`tPxW>Za)KR&TwX
zOVWhDgEpAHOqTy0ar@toPt*6$xmWl5?N6=x^p7*|l-<tFe82bmyMl)b-_9OrWG<Gx
z9-Y6p<jF+$ZMOUF6rEmb`~8lwyf{OE{@&Ny(im1uKCQpsW^TzPPtaV0zx<yE?BJ=u
zeP5R9FP$15XW1)bx#?}?V)y=YTi*-5;<J9U0W=)DyzcL>rJ&WMU*Fy~m#uiv__J1T
z$AhMA*Ihn;;@Bk^qwM3Zo7ZyceeL_|ozMO)Xy)@upHt{|D}VprqTaW%<##3?PS!nd
z`#lCU<Xf!J`@kym(h|@t#+mQm{AL&^w%`8o{o`?Ye`U9x6N+}*EbkdNy;@)Qb@i8r
z{Ph-~Dbk%jp@Qd>3*svtwptzmtxW=NUfsvA@v@)wR$Kj9?d~1-G8XrK`sQwVyjOa9
z-rld*{#3-MywuV2d9&?yUS_*&*$Htw&~zTSfmZuAJ3gEH%V({6-ST^t>HlgTG5Lgk
z(YJp-r?`mWK4|I<)OpfZ*s>keAG+*sU%T(SK7)>tD8q|~pfNqK|Ns8peg|qSOa<ko
z!^M7<Pp6#Xvwkz-f8DE<%ashn>%MKCzt#5N>-hgx`qK7wHMchzCLaqiyI=Ep+izv}
zzBOz1{dzSu^YXH-y1O4Vaciw!v&k#<+M39zpmxgs<Cp#I@2)MHU-77O>au0a_)hQp
zc{cyq_Zdd1UT3fO$l2~Ps`&7LFZEWzVP0+H^m94U-(LFH?=ng{((&i}*6VT6nK?OY
zwrtyW?ql5lU)T3*)&Bmr_D=2hyRy?j)2&mR`K&bl+a?}riJ7-C`S`i5GNB*uyk5WG
z?tkq?SMkuW=-jQRZs+g6`|XFX`Q4D0S67EWT{=DPRoKsL%ja{7wWM>m1h%Jw3S&?K
zw))Hr!^Nks-z_-ITY2|mB%_0E#v{H1Mygr4Ajg;dc-a0t?bX%WE0@okHGTW{M*f-w
zZ{KJ9l3i3;^*c52_3bzl#{OHkSFMokQ@b4~E!Y2c&*yVLZSDTP^j{9z^O<>Sie~Jz
zul4`G*MpYc-A|0%bN^45)Z>gpv7%cqUM+gR>-D-!(3G<2eNaog_;pkHy-Ia^v8`7>
zmfI}<yAM1~btC-ZoBFz=-;UaKPU8-h|9Qf_X!9?3`PwbfPuGK%o1WeJ<L%LZeNQ*e
z4g3sRYj^%)xZSLq$9FCFpKo{nHWNd4Qv=@tqoud@TORt@%x`z2toq4B_e=l(oc~`^
z@eVXY`>p)T+;v-X>fHYJP561-{-5FZ>v>sOUiQB(_Fn>({`0C{t=wX<RloRok^AJo
zplQRuzpn2;chG#+8~2R9%sZ=ozgjjs@70F&YX0-?ER?Uxkl!>t<!5$e@mbU7J3ed#
zZ34d_|M#tONB!5;@n<h@*!upo+}YpB){hDqR<JY5Hl%u8sXES(=x_Hk<yOjMU#mMw
z3R_x5|IS*xY@3!-{S_;Bhc#`dSE%+mURm`1H<$LB3E9Qjopx8g->c4VPo1l;q{Fqh
z`un-&tFHHdfMzMb&+T`-_DIQzXT>+rCZLV$SKYom^~So$&1q-9T5hb}xc?Uar1I;r
z<xeMGe|+d@Q&%DDqW;R~6XXtBv-Ncg-b?OjsD8Iooj)jCR6O(1R)zq5woc}RnZge(
z*xb4sPnX@V{eEYOC7XA*L;07B?)q1%k9WMiSY!9>YTp8B=Cel^qzhX8|1^F76UQfZ
z|33CF2Q|a*_X{4s&7XEHu7{!iT4egt$9>j%{PRF2l}gy;2L8DFzHYjHm`m;_&;n!k
z-u_!JIZg!bmb-irv}3OFCTJq@%F5v4jy}OxxA|9Gk34f$PM3MnvD&|1ub+Q^wX$mK
z`MPhLEB_z)eT3unM*TjEM;&*r?7Ouz!O`VJU(^?k=jwJJJNM{(i;gkq&||*Hs>rsl
z`+(fp->Z`f_Wa0USP*w*0rQ44og02{p8r<|v`Av7eMOI(9AjSKl?CqdpC#VfFy;4{
z{X6MjXViXPV4<0tWB<!NNw2nWd=xy8ylY!j(w83+wKmICyVIT<PWlCE^@}Y94LpIi
zJXWsSydyy1b;q-J7vEdYDLSS3()#{SKe@BEa{b&=7oXI|{eBfZ|5r#|o)53M^1kEM
zWnzv$r$y(T^gW#{wR^@r-EZ+d>-HNg(st~bC;#{5?fmqT?2c>PhT9x^^#0$z|8HCF
zxgVe&%gcAW-=AC0+)$O-G4au>ZDkBE9Fxwyd$Id&-Msu)%CmMHcWrwSe}CV!J=*vG
zJToum?&{XtmC-qcpCK!-nUCR%1v49u2WW?G@&BLiI`r5tMlmqF^5nH*&{4{|z}V2L
o2w8h*Qb^XIBJDJ-{P$13eo2q-1s1J83=9kmp00i_>zopr00c_oEdT%j

literal 0
HcmV?d00001

diff --git a/load_factors.png b/load_factors.png
index 4314148fe38ac99ad3136267a0740cfeaafb20b2..eac5f2b1596701952c291bfb403d091cbfc2918e 100644
GIT binary patch
literal 23692
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz!bs3#=yYvQSOW?0|SFqiEBhjaDG}zd16s2
zgKuI<K~8>2PG*uqS!z*nW`3Tro}q!BfsR5(Nl8JmmA-y1T!mhKQM&$=qKF~}1_sUo
zkH}&M2L414W?W&vJd=ST`iG~BV@SoEw|CihgdF{A|8HT(4F>Ke4Z%gn^vaHOs5u@L
zN<O&0<4D)6Bz?mykvA^AU3=Xwc5HO-mGa&&Jz}F9uhzC38=87|{eNz}|Np%=aeBTJ
ztKZ$d{<`wo>3MVS&Yf$!``zy|b7qPy4O%&cfq|jH?dqn&`Em>l3>-{W3=9k+4Gnw@
z3=FIa3z!)g92hxXFfcF#FpNqO9U2b8pN>iAFA>v?TJrF4`}qwq+w<;T%G>>R+N?zt
zxgVt-Z#4^_tnTmEE?XAy>eklmtecxsZ>7!74HEqOMBV=6^k;kWYd#(o&pdDY-Dj?K
z`MLhu2aW9KHXhGA_2{?qKKEzKlKU*x_Or{^ez_P^8`q#Dc%e~Exo*eVQ&0E(e&@Ya
zrS8hPxAK>Y4|%H3oszff<+6}&y}e&9mAqQHeA(OW_w8cqem;G<pqVdg%dS7a@Bcsd
zJD}K3!D#begQoxab)RQ{nZEyz>f1e^&)q*=eC5?Xz5{PEZD&7al=A&kv99E(X!w%d
z@Ap;DdaJ!|N7Aa&^?N>fy_>1Ki9=T~;PrPocZXYr$7L_?`Fw8ntku=;cB<>{d@|`}
zkMX&TH>;jB)V<kw{Mo!uzu2qZ?RvfL%AKRt8}C)UUaIKacIIoXEW<0|3yo@zr|<uh
zdi87l-`DY$3$EYy)5_VQJJsvu?EHP6pU;}#FFCy>>#A1#tj+xPe+)`rTu>B^oo$vI
zR4o4fsF(KIDYG`O-}g)Fto{E#y|KM&pJiDt%;>tim&suEGQYXA+IXd>g~e4qy|OL$
z_LY^v%fGCS|EpE|>*ey$r;C<<cy9l{QjTx`w_DlI<+E3>+m&_q!w>2FJ%;i9$0M@W
zZoRZ3aPcxr`{IMF;y&y5|Eqd+dwYIVLL+O?biLS1g~w&5*E59e`t@q{=VYBN7o1kc
z?k@XTc;4ponVI{howxg~WAFd_+uPz9w@a_be%=-t_+RGBr=7d`?f(>5{dmwEe7sM#
zc<%PQWw%Yr-rQLA+wSL+$v;hXx7|qE8M~|e{k(5ClKbCZIahwKGCkHhzT#o)PQCcL
zpQ&>9V(m;9#@v57H@)Uw<@2Y{yPNqhUi<xK^LdlEf_o3FUbD&To#?-p{`Iq*J->v^
zFFK`}85Udlbn4H)UAy!)olx3o{{QXv`}35~2hVeUaIgBkul~Ltk4%=Qy3Cd-I-&UU
z&X<b0r}g*O{JK2<pUGJ}(eF3Q@7I3b@N$Lwl-_MSANN@=t33Dr-}n8Q7Zy0~Ji91n
z&wRr<)sK#J?p*u-{r`XZ)4Q(+?ziKe+bq{;CZ~VzbH)4WFE1wEKi(FXe&z3?ZauHl
zI-7m!-j!a9RJZ+jM0oQTJD1;o-lW@~et$T~TX(9T#lx08_pged7k2)VUM|;G(OY=m
zF!|V$+j+a!zT4`4cX2KozucVf%|HGeO<!96{@%~p)%veQ=0E@R-L+<$+3lRoe=N1G
z=U4r%`uVr>eE631pS3-~3R=GJjRWg=r!N0G<@?#?^QyFRcRXyXyl?aAgmU_gYft}b
zyppf~|84tz(}=t<`|p=Oe>$zdT(<0n;`YEj>o?Z_f5=}y<6U`t&3o71@Av(F_fx@n
z>1n;)I`8GX_4ifeZMQg4^zY|$|IZPZfAewW@B5kd>!^O+#QXOv=2%=+Ib~Y1>Pm9I
z?X>&XSNLyv=_Z{!Wxqe;GZWhv4x5GS#U3Be`Lp15{r|t8``;Izvs7n)^TW{eyv^q;
zQ)|Co4ZrMX{dUTG;k_RO)wbQrT3vFGRs4zkmi>R<<`?f==-mEHe(KluUjLa!s{a$Z
zA8r&pqa<_G;N}blou;Y|xqpnzY)kBFe=V8pZ)cfb{c`E_qF6qQ2MsUx^>L&`=kG18
zda<zm()#+puWfSd>rC7|{_B0aoxgv}heO=YtB&>m{jpKj@%^mqbt}2!XXow8{Kr`P
z<6--A`4fS9d=WLb%lgW?%{qR+*?K+hr+ej`X#&E<Yj?lfmHB?}_j6B`j`;esY>;T%
z`|+6c^8(3!N&92UZ?4ww<KX_dFK7GRvY)lP|NVM>`F;KW-!co#?$>;l+;+ZGecp^d
zyI(JA_OFPS*<<nh&F10@o!7%|zW$p#PyLo@T(ynAkDu7@u#WHM_dauQ3o<D)tl#(R
zm8H&~cjfy}E3W%j@Z*O0quS2DCVc<qlwONm8Na{o<=XA{yt?&vW$1l=xBLAwv%Uku
zZ}%MH(tdKhYnR)D&g-J@<L{V%`}ygm;$>^!C$HD<KgVcbXT9;h%Z>f-cD*i|(e-@A
ze*gH=tD%{Heti77xBr6h{K*;XEjEPyoOkv6zu)hlGqZh+?D}iK6vFb?^5$#F^@jJl
zIZ_K56!?0k++SSy_}Ef!y`3uWw{JXuEc?gj`Tyte$JqY+@%ZOn&F=47cHAH59k&xM
zt^070{WHgWjuzuv*X@5iX#Vpz(C&fI`M>@3f0XUht~|W$7xDe$arx)JjvQS2Bd=S*
z*0xZ}`Hi_?L2`Z1?_<xcZY|k&^XHxG-|rNkf7&b)sCG-S>2vn_z0>~v`@aAAdFQ1+
zY>w^|{aX3!<?_$ff{eTV$Vxr>EYHsM$oTTE(${}1K1Oyla}<797vy~3vG9Tl)4%HX
zd#8WDJwwId+x0fSLq{?NF3u}FptjHY@qgy0%q$<{j#qOV9G}84Yent1o9eqnU#|l>
z`sc3>LFHAa?t&_TocOAjOFwUOm#bWocYAL6y_wt3n%}QkYJR_FbKdV(@wge=?^nOy
zTY9_fZt3+sx%>ZqTYcNC^wpJ1)1vbtvo0_5&3toXW94l|cA0>z>+51OKRr3Q`RgrE
zb@u1S@;OCbcehpa+}m6I{O$DEvYR~b<=5-KiV%DHxK28MPvN@sn~v<VAz4>fg}&T;
z-tP2uP^Nxb<ZtuwNQwOK+gpn7gxzQ2)(Hqb{;O2hIL&9@zlZJe&&=+YT=w-2Ugon>
zyZoHx^Cv~q<Ek?6ZtFF>rIEk;QJ40sZN4)M7GBv|{5)uX-QTnuY599Ty5)5X``c{H
z`u+L5eSFs4U8PsQz5itM^!NHbpHA`ad#*mG!0GC@x7+XUyRyi&`_k(5`=Yk%o^qWX
zl2`rhX8PxEo6p<r&bzI*`%Mt24bc2Pz0!WiyIrrB-Q2JJT5|fP#KUb*H-*PlrrzDw
zDXc!N>g%h}sDgv6-j9#<p1%EPZ+8(WQNNt*Z?{sr`tw=y=Wpx(|GuAo!;W39B0=x_
zjpY8Tx!r#k)c*b!`rB=%ZX1uJ(dF|8zPRlCaVM<neAJ%#Q|<nKxg50IZ?0GMn~m;w
zw}EPG`~Uxbzqdd8IIQm6vhC~nrA$_AIU?je#qQUO#jD<0zuS>qw>G}^YiRTQ&P^5P
zU+ph{TKl<)TTkO`*VXWN+v^Me$O?ce_dgOB&F()dzCVH2{LY3g7o505Yqwv^UtS^q
zc%#;Bi=5qWw^hck3dx)8Rr~v!?%xmX_G@mL?R~%CvY)kXe*gK{o7dy(W1|vVMOWQ2
zdA0pc(dnnh*R9F6ssH}&uJ`PmO(%Kc%@4dWIwG54wn$ySO+IhaNwvzE^FFCo*(O<3
z{hc@Qh2g8KtHbYpoo8G9Z2v{=PtEdw5@x-<_&PlPOV!k=)d!O*-q`>Dd47*>Rm|e$
zYE_rgkArH$>efZucj%lu-6!|qy;9Y>Me|ZGE*4d0Oj?n?bKk>j(fPiU)qH0uzm>5~
zy!iP?u4}a0Y`6TRryOlBIJ<+{k}8Upu5f<3how-i^h<&1mw%yM_g=iH?Y_7B)OAtY
z?9;m2@0hHAecSGQ&%MtT{fpB#1$}wr#@9RVs+Zxc1w~g5X02X3?e^k7e?CSfy(sG8
z>YR7ym)7^@n=6yIxPNh*=Gvce#nO%CPW}JCp-+E*e?Q+nC*)mzVp^`qd12erQ*9?-
z+-+0v;DCwwk>3G!|Ltyloa}FR()RJizKe^a%MSCJKPk(}Xxce*YyO_)h5sw+AKjn&
zJEkVi?*E_9tDeu2HGE=SwKH9<s(*gvvzazV>UNh?Ki*tdANTJ~-8=209#h!mDirvi
zuK$xaH_rO#iiKVq@4K9@>(SC!E#oVgD_Yu__<Upj(XTUW*^hQCx6oCsdT=`FMqSPN
zkgji%wpAr^xuT^S```VD>z^3-ahH_USEdKI!EyJ<J>-u;_reLhoeytMef2*;=f6Ym
z=X&W|asO>jb9CGPdC0$d+us-N_NVGkKkqs=;dJ);y=MIVJ@U<lH8xBMJiYTKa-8wj
z+351`VYFsjTAldU_+m?&sqxW&4)i`;XE?{EE#!E?vl*3Eb#tbv&zpU>tWW;<eb=84
z9RFUIW7N8}zot5p=j_`5i|ymmc{a|SSP?5YMXASp$-fVG^MBi17GAG>PPqT!tEs0B
zpMAam+^_ekKYyNnpW3pB!=%vf;~b&Vj&CdXI~`baZR5XxW{aO|%1g|i{QLi#j^bnf
z)^E4e+$(u{aMh{5mTeiwtHp{%&#bGcf3&4RVwe2%$e%iASN&Kwb1LV*Q}4r_f7fg&
zeahH$^Y5K-E%^yEuhtg2{q~h<;WAue$Jb-?>&4>BbLPu^U1Rg$!iDmHJ>M)2g#I_)
z^JdfOu-N|VvS}q%fj03^8#Nl<J2|k=>V0vvL%v_xttaEdw-=48P4><_w0!&Ce=f0`
zm0k(k8WidkerY(SdM@@(>h#!UGb6I|X57r~mS0_1S2V|7`gw`l-o@9oo4j(mnb|hq
zK3815?MeRce@9<;U6+3!=-eOpKjGw@JO2B6kJbHKbluRcttQ$qFkw!(Jp1w_zJ?q3
zA8$Qkc~S7x^OmCZ**%A5#Qo?F6f}O-JO5txA3M9^&A)g4xBEW3f`8F>t7jn=f4^M*
z?0D5eK~P!$(SfADa&O;Xl6!jG>g$!@)z9Q+Tr6ikP_DRu`K;TQwj%{E<p2LTUaTr|
zjDPzJNv-d*+W-G~ZvQj?Y1O5VhYi~{9#efMy!Vx1cY%*v*#7Oya$YW-?x*bDcjj=L
zcKx5DDelG2Jo<g!KKDd~)sJ3yG^5u}ZTGC;w>GPt*DTgOwSI5W5htGNe$Q1&E56SW
zSg+0G@MT-*zU9T<d(LHCpD|(0CUM)Ug45g2_i^}Ky#3=4xBi(8ci!-n_FEm{XuQ#{
zU43zXu59`jo2T<md-1;gf3Y~S-t7Mk^Q0f&wu`c_Op5QmET?sQ`M-c~H_{&|gz+@a
z57e)6&XsxZzvsN*ru1$6)2q`#iAz~5E&S)-SyQ+D)0_YM)AO>l-;dUGHMa|^`FL!<
zQ{)|*|GTH{rumm!$)asP&V=u?H)Kp&`YBW8W8|#h`=$)Wk7P;~-0WER_+#?-ACLRz
zKig(eUlKN5W45eeb7AD43*D~`MXajIo#t$g&~)<M8Lm^8;CEguI%neRn4LKRd$!F8
z{PSDH+2i&1ylK_Fr@qb&ek)^KeBSHkk3boA%cNx=PwhIo=9b}>lGD1|eTtpV=*iiZ
z8}8X(Cw=7WulG;qh`q1elKs?9bdkFO(~&c23)bs@+xmjB&mcJN)9Rp~rpJB@q&?l+
zVRek>_0!1zr{7n;nO>-%={IqP@T1D4BW`DA#96BBS$OX@M?j%m!BPpMf3Z~;PTTI7
z`rA=wv*_WK+DBh11gd?T`Ah5l?F;+l&I^9;|9nB3Yu(h-^3$A?p1$t6ZoYTn$IV)P
zi#yMk_dHu^lW+a(Ovi_)m%D4;Jx*|0BO!45_)#t9`=utX&hP!N*t@BpU1gze8)nim
zAztkD;`o}6M?;@JlKGwSKjNt}-;8VF^)tO1-h1&|UC42<=twO|lE~uG?*F`3S;zf-
zfKP!)wrKwTzu$`A{7iCMI3q)&ZTYdEn+#2?)O5O^t~zztcJXn`s_RLQc3PxcR_#$b
zbEN;#OWjn_McZwwRwZ?=w3u(JmeX}_&#%eyXEQ%K+g_9I|9bJUd*+vC$M~<ku<g2F
zqJG=5?uT1{3{PP1=ZeM8cP;$fw^+B|;!%f8)1y0oXI#;&`o3u1#&u;+U2^Zc?ztC{
zZ9Px>md&BuF9mM;wK|33!f#}&UMzh1Tj+hIj;`2ir{kZG|9Z5M<=R>E`*YM!%)V$;
za=G}Dr~1?59p80c$^VY|qI3MW$muOdmo#kDcYDyOx+dv=*G{%muf4B}_X{qzPx?{5
zX0xoa>!R(J=h*vHf4`b<|36o@>_%c`<)(`L$((CG8D&3}`{VUdvfJ~h(wk!}Y3J>J
z=e)Zbm$UKczOSE;@4ET1virQF3`19~!nF9F^NFb*-QTmH&n-X4-k<cp|JSh>O%YYv
zdD{L;mV0YKP2J>oUwiA1KS}xc<72Jh^E&sRKgv6v9!YZXelz>&y<ZX+g%1AM-F3cj
z&oN%J8w&H!3H8h05BxZ1>iVy{>)tKyePnqprugh0c~|Kpb#nJ-eyrH6Ja4y+k>)Fr
zuRZTq-bha`ed2OQpRes`OZ&$DqX)Yz7)0*BUU+A<9Q&@MncFQK#BzluzdvgEPw?I2
zz1{DRS#Yo!96$4I&wB>e*tE587Io`st=)Pps&eO+h->LrL&J4JA+faler<W1w{~mA
zo{BqOPgNKD*?zsUD|cf`kj~sMx3bqieY*eI{Q7@;Sb}wgLw1VX_<B8lem*GKeclvd
z|KlLP*ZyBu*L%I+`~99z{Qcwd^)a_9pU?ell)Lds(4XonD+2Fl&fNOzbneyoWiMYY
zpRdO&VW4om_+I7nvtR%HJYOGI_35Pg^9<|u>G5@z`g=vb_ghVQZM|1@X;S3Y2&T+=
zmCsJ*{+)gQkD7k1>E@@WoovdUP6{+GI?QW6#q35x^PhjmROcCg>jbqi`)tpDd1qhu
z=f|EevD5WpKfUgGIyY(m>X>_(Rli?;nI_hqx;AO&);?M5XWvbxE$sRorl(x?@u>Lo
zw;RvIJpC6?KXdDcgY5EC%I?>Gzm(LiJMH_+iu<qM_w&}KrESxRsy%P}J*Mv6w%ps(
zro|MUy!7$7eEhG^^Z(nN-6uGI`~Cm_zVEdAXxa00L(<Qk?>C)^+VUMVdX?X87M<K{
z>b3n|Rd)0He4UeG>y5un&gjp0e%Ac{o-bE|{m+)f>u*orBOklF?CkqWovYWE`_KRL
zbCt+_(~Uk!SJc1#SMImjRPz09x%rMWQO>`wo%!}tG(5)8{+pNf+K^ozk4Z1zt$+U1
z^SY|IiifRxQli@VWIz4h_2<*+>7ZU{=Cnv{{ou%J7s?OmZod;0mAm!or^h9)udOWs
z1-q*F>*=#EmS1?ie*e7u?(0JDZ!5OTOuDTk_c;Flukg^DKi=KV+x_-aQT|20k2|d2
zY;ewea$=%!?Ole=i(UVupF3LHa7)0p<6`lR3lrQKW-XK8EV|&xzO?*arTX_N%x7}X
zIkGb>cvkcG>-Es<k7d4Cv?@=VD}1i;*dv(|28Jv@A0Elg2aenD82)$CSud_F<dd&y
z*|5{m0i@}O&pSiL7?w{n7TT%3>^}MZ*Z24LZ-g>u%_zRW$iT3GVNNsh0Ivo6-eW#<
ztxWg+ez!YwVXK&zZq$~HH?J5N7<yICmC4!H)x5g2)H~~D(EVINju)nChbphHi<RCj
z#lYa;xaaS;+nFnuPRn|erLf@oycd@G^&GdiW?#Q?m63r#>g0~X$3@R$EtN0)VEG~y
zEO$-rVT=Pi1H+tOQ8IoeprL0b0f>uON*EXzG#D6V85kJ296)LsXe`xmtv8mDfuZ5p
zx2WUyir?;>Ci(k8Ots!DG26jA-W@QR@$a4D^S*a?m3rsi-sWpt{mrM}{@)Lt)A8kZ
zOEX(V!%jR6k1f4g^84-f@VjwZQ!hO@*nC;YTW8|4+4=jnfRg*g#qQx#e?FP)f9XIY
zbMWr6w?XZEvX>S(HeV8tuL&&wUHkp+^lkU5UjLEc*4f|?Rr~eoWl*19F8RlYhbvvX
z#X_gA5N2Rt@Qpvq`XzhaPBqz@4+k?(Oi%=sPJXskUp#7mfAf{E`;plERKD`bM3aOA
z4Kgd-d!?psyO}n-rt)E{_^VTMicV?1T(kL{mv~HpW7V6D$BPd19sl!ecK)kVE*AA4
zkBVQuTYi6T-rld*z8qlYU$Xc6z1^=W!=iJymK^3aU-Eojwcgu(zu#p}k1acys_lB9
z{{7zXuk`Zw{e1TQk{<&D!<krJuZw@9ofjRinOl0z^ZA@&zkPP4udZC#ntgrC{kq>v
z5A)mC%=+~A_jiBLIBIA>T>jp#Mf~L~pECC8#qL_-%x9?rsz!f)J8%Erru5Yn&F>ZO
zcRcQUxpaD*m-gB%K~;}B)i2%3UO)Hrox<a?ncceEJl^m5?6<GpdE1?$(|;^L0|)!$
z`pX|QvM)Pt_xnxs{(qoRpl@$)Keuwb!Op-CRJAtw{mySOr+aD*L>qGgY)r2<+Z8@K
z0xHp-D!xe7jox<VI%s^K?Y;1A?bGcqWc8=Z8>jhH{r~%Y^{FF%a_mf}QXl2>Wb3zo
z7I^x2=i=kFRgaoColxoy$?Z=3=&irE#BPOv^P|P#atsU&%hoSr`sFTPJ7t;A%t_Tt
zwU2(~xXIi3)>te4pY>)V(BS3Ow`-%fpL<wcb-w!T*6YvYzDvA{+xF+v>F4*p%+B9u
z2^uxt`Mv({*X!r^ez<I$c&Mc&Wz8oh1_p<ZS3(@}wchRheoy8MX!v-`r&HS3bKhTG
z9d4&@+jc#F%SE@B$E5RpWUb45#N#R+mdIznxUg`i`~I5FdF2cY3|-5YG5rG77ExQX
zrrP~@(7ftx;ojos=Xmd_Z#%!D=I8q}r>@Lz$@}!=WM$g-U+1g;|NXvv?Y3K5a|@42
zTK1ejVe|RS<ZBVhy<c9fUhlX4jG(*B#P(Cu^+9bk9(iF<?hXuQ-0M5rEOYJFYhKFk
zeQR!u9X|57>WiPb%C_)n{D#8SJ8QnbyIXu>osRI~6OZqFDw_F2T6p)-pYKz@-zoO5
zduI{8w`k?o84~ZFO!i+l>tStG(vE+h&)d(Ro;G`4<@34b{yzdLL1k)1)N(0d?=^3C
zy<S&&Xj|#^SaV)!GoAC7;_R+lSFN2MQ*_eC#73sz0Ar=a&&=g>ryc%$H9UUqyqZrZ
zOD?*KKfRr-`)Nkx-xgs%kJGx_WBA^<%h#67n`t{OnHx0Iaw})^*-LTNZ>Of$%{R#m
zx&<1F=Xw8B@=kKZ@ALKlKL4rt`|Im!YjayZttskV*6(&a{>1a?wBGI<zCX+7Rb|Dc
z<({|wo-<_|3j;&Kxs^K`<W4W^m9;kGm9w#Ee_%1+dYX;4|EF))qVu2Lym~rGXxr*_
zyR>9WuLQn4q1=B)@z1i^d0wFTgxHyf`K)!?|GfCx_h8RKHt8qFb8c_Tjh!i|?Diz!
z9;oX5A$TbH?Uzlb_4nI=My`JzaQOMap`)4k;$}I}V3W+J#rL@N_Y}zS3cOx^Tquu$
zfx#r#bUR<w+RfJ#85n#{TfNxiD0t<HCAbU@q3xXGg<Tu9LB&Pw`qDSH*XL!=+{k}!
z>+_~%KK#_41zjt>n~8zJz<kfOjo)Lc*QFk_v$#HwJHze^i8HLF7Z@34t=zfuUHOJ@
z<_F3bv(vA-q-WKPYS)UB4R!B!K3|r1ch}Nwxwn_iv#nlsT)w`h?dkg6?{;lD#HIb@
z6KKM2*WYiqSLf+Z^~(J4;9zE_>NJnfXU*epRXpy!{Nm!`)u(Dcom9_!aG()1Ik(ce
zoewl|^|D)k--_LTLGz}dxsbXZR<Q_$wfla($~@8`xH(pwfq`MxvRT|OuE!Mnf~M*&
zPf&EeblKm2Zq=6;6MubsJKOHhhr?{A?LVDR&OFe-Xc^EiWvZ3C`K;N`PlvemuS~Uk
zIwkm0Wcu8xdOIF8eYug`|Fl82|L0lr`&XuR7W{kEt-oyd`+e4Tt6r~t*~l*EQT={z
z`PI*Bw%y8l*(ROm0ctbfs{MZVvfl1DlTM%Wi)CP7$e0y1Wzp~LZ7%&ktzNI0e9rRu
zoSNEKS5~gfzP>JV|KD%k?ecX$Ou%D=`~G}7y=uXpdsVNW%Dv-wa<L|MSBYo4Op%Ax
zmkZ9H-_Ec9SNZD7%3vwGnhNl=t+)Q(DPd8WOTQcu_FuB~dYtui&@|sA&`80(%I9-y
z{<r1qd^+uCA!s%^a@FZI66Sd^S@-wVu1o&%jG5u=^=#Sd^H-lor@d)jdE!}Gwa8xG
zrf)04y5A~Fi}?F~UEn{*!qE2XmEcN_s>svRbU%M}m#^J&@b{5#r#>lG9Y6i_c#q`d
zd-ebSt}@y<`FLXks31Ok>-0k#m!B2yUKGxs_hW(1rV~n=W5AKJ?%K+>nlBgKGfz#?
z+!?+rD5n1B)9KQC{9E3)ojU&Q)7z)H##)<yJn9a=dv90iYngqgQ(x`=b}PHMA2jt~
zak@0~L<^_zr=_1XBpDbOjs^$YzVJP|_xrus=N<R|c+`FQl=k{RbLHT5)x$raWfA_q
ztY40bMeA(Mx~f(C;UIhH?Z;Km&&`$I<DWA>@aL!dGpDY!=e+ym<mAt1-hG`9ni=ws
z&fOYn^|;6QlS<*{;OT8Lg+~M{SJeFc^zC-O|8^Zv3w!x8rmERyxtF4{*G_folZo7}
ztJc~5dT-U&tPge@_in1`n0e#$)7|Co=P?(h&XjPIdp>RY=_B{g+x^y=|39wmyzTcV
z&-;q6YEO^q?tJKH_w&gr$$RNr^>}BN->dxG!ao%hSY6APopa>hc;wc)-S1|p=R}v^
zExo)U@$jcJFASI1xUBy=$y;w`ds{m*pM^p$sKVZI+3)njpP(Am-|lD1t{02CKfTqB
z+TsD4R<L^5B7CXnwC;4~-xuBG=ccFit6n(NrM+$jXwG%Z^|<P%H?OJt&YJS=Zuxzi
z!_}2+-zBd71NHOl<M-G7eRWQ|znSZ4=cBYRki%xJo5lTNW5~@L8<Q_TIM`gw(WiPU
z>Ez~5PqOp(ehr%!yEo_W*X#b_v8AC_uU0I+G|^pdrt=S9^Se{RB2%aCG6Joi;QM*;
zwXE$^>6{IYb!WEa-o7?f(lE(|?`iF?FDLuu6>YBh>F@sY>Gb9B_}Z!bJX84jS~#9u
z+-$eH6jWztuG(38A$#stKE?%Q5$t=Tbk`NzD&JZhrMs;i)FvzC1J?snhw^F|hu2qF
zd}bP{^2*!U^vYNo)&6+cp84v^%Fylii_hEkhM6-kFszu_P<Mcl{Yk^Vr_-XBg@#3{
zZq2y3Xya-Y1_p+$;uk>kt0ix@USFoW?Z%>wtC>Ke)qLPYyXmyv?HgA?{kU6vFTf?s
z=QGB^D?_s0tYTnbaCpmCSPz<A24$>&AN%W<Obw5-JZpU3CUpD#ipRZh+wU!OZr}2D
z+ikNlQw9cx1>2Z^rB08%b|VyI@cYoo94}InkN5em-}A}q-}g_a_2*lay}5BCl!<|%
z;nqx*cc=CD`+(-JqLMmQFSSYM&CmyxbIokLUZ9Dp<Zyll28Jx<1@bi?4!->N`@KJC
zlI(K&{Mu>y=J#ug?}-`j0WItazOK@?<9@+m-j}~#ulKkAdD8#Yw%m<J#WMH(eC7@6
zyj%VM^I3Xp9cV3-u<Z-Op1r}#{VwN#Msj!y*%=rXL}myv?hRib2ks2b&fmB4_P4Ls
z<CiD*+nU`6EgSQVoh<RF?%B-rW&3J>FIze-O6%*3i^}=c-)^P{-`<vcd2ac=n>Vg9
zgFMCY0@T=&vaKqSGE8!*`uTMF=WU>A{6=Q>XP?3S<(1h&jJ9X&|NqHczxP|#n=DXh
z=dyl@&fBS)yYJ^S@W9Xic@yLRJQ6Qn8wYZ8Fk|iP+-;uk_y4b(x6<~Xtt}`=2QTxP
zxw;f&=Pb?_!OQ(}Kip?vV7MS-+L?N7-Hu0HCW(hyGPi*WZkQK1UVxVW{QC3x{PLT2
zb$@=;NQ0VirM^lFrh6@|Syx#L>Ii`<g~eAmLE-*L=F5g-QrS-u<felbAzWMgKm6_t
ziM%s23^O;MHOszY1?oj?=6~_@=55gA)0OS{_qRM~;=XqG+A`nSSJp;vzp_4lzuOu`
z1_p*J4i550DIWi%9rx7#|F<&t_O{+w&_cWwdmG}my<WH5tW1=Ff#E^*RTZYH)6;aN
z=cugvR0A4T$T&62#bN))W74acel78w3|h)_>FM<Nd40CuZn&)ldEknVgTB95c;@f7
z+x@lI?<v~#Y*sd?Pb{?*5_Yc__@A$Oy>_}=pUh2Ydgpx+U;nq%>h+q<mnM1Z-MkSB
z8cVn(@o3+NL)_tWn?Zf=A0HoI{`2|#{B?Uior2qA|G39^6;sujSNAq1AHT9W{k+UQ
zP*DVm(Aw>H%d+2SF)%P3_`b?>PIKMO)agrKuiKqB>+MF}X;GkPTDH!U<;z0n_GL%K
zqH|`w1@+ymUM`s|wG`Cv4Jc;(3tH-McX#>xwBMJ!_2=e8^~`COvwaF`O}x6cHu~zf
z^!c@By1QO1>J8IpSWpr7`bPCS+v`Tj@^iA!vpRgfu2OY@okwEAxBK<~OWyDOzDzTC
z*^|?@-|tKYtsB|$xX;?G>?<grnpIr@4L*DUt#yM&Zv52cesgD)-AomK4r<z7&@t(3
zxVOxAcF9@O>rWQQ9lrG(G!F4<)#_)Ektj=0rqMa)2x_&>Or5s!wI@3RL&LKLo^zW2
zT@8<4>e$S-^yl;W_G|ZiI#p`C{r&d)buatt|2)pIzqj-GyxE8AZg0yCK0nX)^5cGc
zyThM0-uuO+y=KB`_w#?>ZoeN_S}kKDVN+26DjAC2|2rm~KgX?KE;jVpWPdwPW_CWG
zx3{)>%UYG3SpOW-4g@VT+x>Q1blo3|9~;h^-S!FY|NU;a{??3(NwZG>e!t)Tb}lHV
zZ8Yg@s5>I){$$}>!2o5I>8=8O3*T>6J_Rabz}f%h^7&ZCLTo%^SzZM$c6<6jX1aJ>
z#lm%GG?&krbk6Ga8qkWKCCBBeb#ylzVESpOTr%Ai$2iElZ!>=A9jf(d6JMY07FYRn
z>X&=f@2|!tO{)eqRkw*Peeq9shsAZ9rmvv%Di)QoQ07|wkHhlI!sBaA*Y12aEA!5d
z!p(moE++3gXZ3nX@j1)od7E~wi{1U~-VfAa5x%Rbf&HLKeRiC~BA`m;ywU$l-ug?Y
zhDB+D)^TON-Fp38>bo6}`?eevi(Ud6%)Gxp=*yD&Z#UClE}NaV>Xsb4M%}N=^OyPC
z|26r3s9ySF*xTFN&zJVxt6|8<)7gB@B3E#W`{m5;1-7fMCRLwcJ9=5A>ca6p+1m;F
zg)Gk{9@(x|^P4kcUe&9WtK?oy(~W-iy5H_sM)UX1w_mHbEH2*@Q+H;DVP!{U>dYG_
zA3Heg^!d~45X<*m@zn8R_x|5+x|*2{=hRL1HS^@R|MP+8wBHN^#rh9g`rroMWR4et
zIr+QaZrk<xX+Ygc)#*#(_Ew$!^cd9AtkkIdk{90f`m%MuHGFKs{(!*qnfjn+Y3aX;
zmQOFX?tj=O{YkazU;U@a^PepIb=kP&#f6#!3u-!lg9>3A-z2Rs5wB}LpEdUft)094
z<mBYbGt=kI{4e{w{eJ!bzbnIZ_W$|xGicktU$2*6kE_-N4RpNJum5?v<ox~q;&-PP
zvB!F_Gcah(Q@hx_?;xA>lJt3%YVDtAJpHq7_q$WJmkdj4)^5Ev>*?{xoQ+3=R)?*<
z#4cYGu+?^5`MWziL5*$6srvutM$Y^-`NGlc&Y5?Yf8Vn?>u%}wv(F#-p9ihmJg>fT
z55%cT3)&-o|9RA{f6jZ6>-(Qm!{cTiuF^SZw))nV%*o7uPfS#Pz3r$<VPS2R^V8(&
z)Sm*z8>gQxe}B)m{mm((i{7%3mg<Zzy65WkcR!z3{i*o)&R6$cWp;Edd=IKLa($CJ
zs^{C)UJ?zDnFyK`SoK!$TK&({@ykFHyqo_-7~ZMA9$S9)`BwM$pF!=_lwwfbv#%C3
z?ss1Jc^*oO)jK+GXDVm~=H<!$b~E*My;!vC^Fw}{4+lyPajGwQIxSj{{oCSxJFD|&
z;^I!%92E`snVq{W@>cfxy`L<fOjh&t`u%Qq{=A2Ki`c$fd=L=6>3aUxkB^Uwf9Uyh
zi7#6B@yAB78l8t?&mXv7=oe&#IA3YO@mtSVuiX}9^?uLiPn*&&ey+Jwc>HPc<@(>Z
z@1MJteDrT}*pGwF?9VxGDg8M%DgCMEy?a%!*V^o^dRlo8wN+c8Q@`z$*6J%$E#GW7
zTy&zp^z7p0Hf>LiCx@-OX_s`QL*~@u1ZSJN{dIpo-Fi7S>E>4R`!$>2{gTRFGx7hl
z@I&1n<WBGW`+fg^-_Pgm>+>ep|NA_@@+GJ-HEWyNM!qVG?{|ue1wfWxmd@WZvH4Bv
z^w?>j^-jmuMNLjx>&!4~cT~*jimEluacB1h`c{XmKKg9}Z`X3qFALg1>$~=TK4<;%
z$z=a?-c#<D->=<S4yrU~HLDqV-dR4sZdQBC{Q7@CUmoJt_W`w(-dXl5f@1iBj7g{5
z7mNGWYVOjeSt0+VC$EhyK5P2(&*$5DyLID1RfuM`knM~8|Guuj%*<~y;c(^Clzh+(
z;yeppP;s_PP4GhU%}t-qyxO=Y;wETW=yerP{Q#~7Bf{SPc-(*f^<@1W51L+ny&k`w
z`yI&N(z~lb=~tQ&JeYR4o!@`?oFXsKin6OaUrvuH@?3lkWO$a^g80ItqAx*9Q9)I~
z+NiCoZr@w%-v8y(X?^poyCB!4G5rEH7Pq|FblS|~OYNm4p1ncppa%2KhJBa3w3o8W
z*A&cpdp*9sHY&N-6jlkpUcfJBV*wfn+^KF`bvA#`$75ekX|I2>@I7c63)&uC%wGF?
z?RGzq@s~kMk+vLQ;(l`A-z9JTr@6CpHhIF8*?xI<_x7ykpcEJFy9hksGi$fg_XVJg
z25P3i`}KPL{(CFFf|?(*cwQWC=g)^UAz}hwH0-<RCT&_K%CO)AypmrY`%Q!);~8Tu
zs2+&f7Q4Ibel}=aVL=*mRXd;Ts&n@9Cu#;St9cJI@%z2%{JZ->?e&r$58IdDExWDz
z_0?7F{OT_k-7kZhQEhy(w>q}6FfcTv$z9MsZ*Tu@$Ky*cm(QQa#v>81{jK=^AFffQ
zS3@tmipNd?E%tL;1!}cjxnT9;V)VXmx3c{=+inA`hlGdiy{*~TOFkYI_uu??lDFQ;
z?Ticz4#D9!6yHrfXYsfP)FAu<S{3>A%}wL{?s=atE_PooowsA*#?|bguF1vbeMiNj
zpBTtJpIiUwr25ZISHq&0f=ZO1W}xAdSF>FBt0J;iF1^&LKJNy!G56LHl&qflVVQSo
zP!qhc|KG3IU#^D7UyZH*eAXP)cfJ%`e)sB%ub?i-EUp)zp`%@oy0ky-xBvZS^B%EZ
zpaI_PpghqVYYR#*y$%1qT=riMTCZ3iU;p>(%HZXGJH>6Cen+Oyy$Wyi8}6xH*eZ7F
ze_!I;+qv6gK}!OoKr<5oAjg5zeCqUAP_FfT`F8t#zw&#P>9<NQ`+oigS`5E6`}#U)
z2nb$a=a-wqXZz&>r~$nNw4g9<Z`IYW%hqo^CIxZPk8@GW)e=C>T~N=t>iypDLH%;J
zueN=Ed09Po_uFl~QP7T|oK^X|Ir@fYY)jtWGX1^`)Ke<HpwhO(f1Zt{Z0(neD{Fs$
ztDI3C^XR_2Y-z|WlguD^%B=;BMw#EMNVa-9CHU1j`+87<F+46a+3w$u<m`pa3=9{Z
zn07YQT@4Lix_bRSD^SO!^fqXk$L37!fd)n<Q19C}ZnDH9yZ3uOKTCZ3we<Zx+pU?G
zmj%88bxlphFMPjSe!t|;$K%U6h1IU)cGu6Zc+?4t<|6{%0~fn3ov7>%>TIpbo4FO#
z?Dd^vVW_`#+ugF;SEu$CgC;2#tjrW*-0R%V2U;o|di&9zVo);C19chRY&tEq8?*`N
z!`>_*aD&#N7}PpWUi<lAGyC%D_j}C|{b^8QgZF6neLiQs9Mt6El`_!)%^-oYD!fMx
zYA1fV;LLyZ>;up|>{;K*951xjY;gMZ>-BojysF3%&`{de=TT{Inv37=WN5f`O+~HK
z`u(2Im*oF_XfOHy_xtnD7mxQ!hl7SO8kVg)xu#jp@lU$_@5rm)f>usB?>^rs)obxp
zXgS9(V_^X5b-!G-dYzG{3<Cqh*`UcBFZB0(aFR033W=)w`BZv0sM`^+`}u<Pd%xWR
zC9gbar}Fy(aHG3{na^YY@4N3Wty;ZqR{QR7&{Vk8TG04?fHC9V`v3oazL%?h6S!UX
zoU=K^3fIXTFOrY-WI{@#@2fmnzAT*{w`=2S1_lO(`>WLqJ!5{Hj{i5Q?$2ZS<)CRd
z^ZPZ%`O;=N5xagqn=QQ?)Ta%QX8il-^Lc+zL3=ByTlZ4>{MxYcbCvCUvPGa~Py;wu
zY(8&i9b5D9=u7_kAI_jfzgItHpSS;C125>0s}yFh*?7$4_Vc;r_r5%x9&hF~7gWAK
zW2*Z8?(Svd^ESq3zgfTAp}cm-qb_JMG&Ax}zxBHvB`+4XKl^<C`_1(EU(TA}f3o$w
zeEpw~U#{=}XUZ#UWfEI-QnfeM7nEY|G5)=g-0usn%;r_Un+ck6Ex8itz7(`2<?WWs
zewAk5K{mbJ@wgAJ#kT77X*NEY8Tx`3K;w>Eemv@i*F9Ak7Z<r+{R-;-fa^+2%^HXQ
z7yIi>d_C5`2Q_lCVMTPIT-EPyZ$T-Cfg#}b=`}}H3U<HS^_oY2^J}!(;xn5Moj*}}
zJ$8CnL}F_UDC_xdzhC#;<oPL3ou#|+h)|``?q2hI7QJ$|RkPy$S+wtq-CYJ7E&mzw
zYtxK{b=&Wjo$kNCtMv7jvu3wVBBq17NT9AoCGQVV0mUnCSF<hN9z3r4qQP$S!ngO2
znO={XJUv(1D8-}d*URO>{c^TJ_xIIaZkMmSk?_-9u2KcGu7#cQ&Jn1qTCo5Bzu(Ur
z?oR;i7t!5*$LQ~u<@RS^ACj+l&{)~_+xq>U;=XNy3=9m#@!dgBLte68-jsU!%fH|6
z&tH_hy_mQ;W4^1Yuh(vm15J+?EA&6>R=v+>`DDVLwCW#!KA#U>?l-sSeOV7f#mlAB
zFM;+Y&8v9SxdpVf$f*2Ip*uJwTfg5k`F*@*)g@4sQF7VWJT&+J-}m+N^LD@8wyK%=
z<Bvcyx%{vmX>+~#MgpMTQNywqTl@Atzg4Vj{Ow>!$*sk+zGckW#&K)$%Pp=K<gR9I
zv`uM#q*=mW)$-g@@|-%Nk7U6i0G~^K{XN6|eZ|h2FImSOTTWpgXb&}B?d`1QGh>2%
z1$6lM0%NV;?-z^vKLvbxad(}_b>$Ru6+{>40<;Tsx%S@8mEJAy*6;tf>)>x5St}EH
z1C98kEuj2<G&q=Xub3=o`1^zxc=+4AY$~W`{MxYZMpF0Eu(eT3`R#rz$f}Nce`jYg
zs5b|lp8l%7aJEfl(Y%|rRp+g(OFKWiCN=GBJCgIhu=*)014F~3l`Fv`3|p>6WrGU)
zu({9Wu2+A3b@f4Q5^|@6{rM>)!zVW9boHlq?l+tmJqKy@JpJmKSD<mI%U7+g&WK3T
zz2?`?dHY&y`CXHo8yjrAf4|%PeqR3l)akL8Kttu{@A9$B6gb?<SloLFRMAhj*!}C(
zYDBkV>4T)5n}z)>6m_@XDYD!En#Qk8`}Qg78P18^H&cyw{0D8tgLOMT2W2Uy_3(qr
zlFx5GgT}dUCHLDFod9i5`+Vjds4<vpDt;mP=9Z1g$CrV+7@pUa{u~oZeR}dbsFiQC
zyXxkz*X!r6+x2P{xC~P6w=rt}5b-Z(YG~L>ZQ({sr@A%Sa=6CL@2`*Fzo)EfX++uE
zv*!2L?A`|&!Q20I>IbDi?h^Jd7BpW1^;xGyWvwhZsXG11%sY$>3>mk$_VQU3&)dq^
z_-ujL^;L5P-v;_t|LHHiu==L?s?7eZtvBR0Iew(m)Gm2jSHTm)2hQvT&C=HH1I^Ng
z&*x`gfGh|a%zI<E<h|iy`2QJYArk{b!m}@+K{#@E@PZBXIgi>DVOXG81s;KBpx%nD
z6||n<)%tv=`212(>-+i3TU)b1?a@_v@^&>9S)dwL^%N5W!-X$bV;uH_hJ6pR%g<@!
zk(@NI?$^sJi{1M{L(*R!w#%DE{F~@5=gG{*bE2{8%8J0u*}2<JP6v<U`LMj)e9lTc
zw%{P^%Z<n7yg@6c>dxfv`?+kLPs?ZV_!`5zwcqc)1Z^SVxB1|3tNQ)k*Lm{hc`=~o
z`(@BTEoeBa1hhdHw6!<3<f3cn*UpCj_dr8?_i8?$eZLgcUYW5wOK-vax?e9rgZ^Hi
zv5=_DrBjPm%&Y(R^YYT^akmnFf*KgP+is@4EZ_e-HmdNb=;e>c<>!M|#g?42e17HY
zJbr029niv#Oi=F=G<E^%w_Mu&e&1}+)~c9iOQ*+qf$FGTPbPU6_5Wp)&Y5t|?)RIL
zuUEsL7bPC)5X=N^@stA%l7r`r|NVYH|8=xx)miKEcQNHJudKZM{azXa14GUKEUg9Z
z41M=rN;Jh?+mw2`=I=#!`CRCn=Dm+aKMj+QE%|=Ge*Y>T(AHQ1aIw6m_U+c|>$HWz
zOPcn^q#fop_sPArWo6a8@VH7<&|clr+er~MUp5^V_+g<Su=f+FB&;<Ry<q?A#bT4x
zQ&Tdl=02`!dDC{}8+4rOsCfLISKqF!jb8357P(}Vk8^+EPZ`j*)^~~fe?FUi88oW3
z%x~_jYw`7eznrsv@AKW%e};h~|NQlkQ7}`{3$u5{?X6lGTXs_wyf9#KubCI9SM%z|
z#^hZe4skE9o)6lCDfjo2Y87ZGUt``Zt{2_9+af?M(O(am`B!Z_{?%gsZpDqYZck6w
zr-v>3r&2Om-T$2N?(k`uFATNjFWy)AY^M6!jmM;3UJZ|*`!3t=QHS!S=kx31$}4}r
z-M&0p4789bIGEA)-1|7tUS!D7o59B&a(gfHcD|kZ)cMSjIKBIOtG~-E&^~>{;FHDn
zJuzzk>b~7f|M}<pCh)ed@;R&H^n{If`_D32`KmH0;`bqL{W}SFVXK+SA*-3r|A~XF
zX3El9&>oTW_EERK-}Lyp%6YMW&G-NG{q^az{^vFC6x$}auP?sI$SyM>J;DC%mdlq;
z>+hd4-LCr6N%hP7e!q)0U;V3*U2X<w6EA4jz>@<q{TG*dPv0XG-Es4Nvf7UswszNI
z>VG_J|NJ+3**6XGvRj$UYZw%#6?b>uPqN%G!_n?lblIK4<4bqH+oiqt->=t|ojc<H
zeVSf5bF1z5JH>k2l|aq6sMjIMzrMepf2>b-HXFa(9QF9_&pVYHrmLq^zh1lj)0<bR
zhMc!U!(*pT548StLisXi+IqTwbn4X5SEppkZX{YhIlk-J#bCM9D~={_%e}pAosZ69
zv4wm5=iB}K`1|YY>DT@AyFVXRu6e)tyxq>}_HB>dWwoz+_20as{KS3l;&9tjN3Gs&
zi~;qhe51RAbe{O0?RfaT&_LmwyZN2HNYg4luFGwumg_cs%di5CZJWORXur>T6-upm
zM*y@MPD6=tBrNEm%aY#(rODw9w@}yiGB7mUTnZjSqt6m!)OAeQyuCn;`4?y+Ygg&(
zX}7lJ&aV3QW~N;IpO2E$KwFP5fhV)p?|QZB<+t1U>v!!9(OL=`cu<`dp#<7YoB6oc
z+;6da|2nPDC)MXKX=G+!R`&MRQa)L$C7_8j{e3?ctvXYD-gbJ`_jhyWFVDWd?&XwV
zznO1$fhKuP23Li*ITXAi1hm*{`TV*n(7^m9P`ewnAW3G`^ZE7vN?tCVZWi(HjPZH!
z(EYEw@9U<A#S|U|4*;27k1?KGe9p3T@AJcLyxyR}s9RO9*Iou~s|3wte|fk2{j%A4
zyELa)f;wfg<##6P?R+xnPV#=xBno&0q4w+5oiP%INiMT23X|3yKc&5X4yX*;0_siv
zI+q0+B+b|rwOmSw(V}WOXiv_rT+ljQ=S!d#K4_ut;^TXRzVuB${C$RD@}=MJ_s^GK
zyr%Z|H_MLWwaOXC?@L?*jdot2+WG0@or{n6z1?>EnUQqfjzsX#^yfJ>pH9BK>~HVO
zt-t4k&+AJQIEB@oc;5uo0@st{SspL<o0ok)bjo!bW%QokmgE0_yjziWf5kHJjM<de
zf^+*soPAlp^xOT?@SSO-TKekB%B*VqE2OrZQ0fku`tsi1-zNQm`*fLpoq2U>0%)Q+
zx!<;I*4x6q>a&^m_ifA$&;eP$Vwvqf_vnzza#y#wgNn0Ti)MY(D5>s|x3?=dy7VJU
zYr*wJ61o95U)z<wx?+=fcTu<Atf(y+6K5^5xFpUlaj)+8Tbq}0YcI?FU#tu28-UFG
zA)gDHc>s&eim!G#U)l0mFLswnS?G$Rcsq&Gx0A%apE6p#eqU8AXkN>Ao{c5@(^JPY
zUsP(%Pfjb%JOP^5(w~~NqqbNezQy<J=?}jbV7edTCzJKxE)>V<n3{UV%(=f8)~Ecc
zar|rC-YV0I`8VPs?T+}odHTsv$Cjxmb*9BEF~~gEd9)Q-r&E*CzI#qq3$;BDTC&o<
z{k#_>1%YZ-iFdUhkBTn`t&%;z?jLA>PVLX9(<{TiZ#b>DJH%J19JCxq@`gWXC+WN@
zo!W0tCi^d|{eIW{zTDv>@JTJuY7g80e?I>-Oq$`L(<qj7?CXqL+qC|E)9dneKOWZn
zpW(31W=_iTxn-x=1(G<oM)c`UYwnJ`t=+!-{2Dz_(<#=}^oZ@3_xJ5#i-G;ui5<S6
z{AHSYJgf?Ry?%e)u2-v8e=^E)m#a*P%G>$$)0&r{^(nB$z!BGNs!k<KZmoc<zv@iA
zqT~S@N4AGeS2=sX+x2?gmh*PMpTzx>=#wv96Qf-l_9}=w=|tU{<oNm*b!#u-N(rkn
z`S<bbdOf=W8UuF=FLnm?H5YVX?|fvIJfByc2U_DW@2lOl*8Zh0(w^*kz0MmnwyL-P
z)vDFYZs+gc`|2C$T$kKkFPCLrbQM2)`ho4|GsY{!ZmCau(JjifsAkW%#KUb%pQV-E
zQl1v_=I-wDsEUWJpHm<An$LUr@9Lb}%68J(>-Uzuy0Fk0bOOvLEiurfWsq+D{3)@u
zU$6c&4vv%CeC<}!j}H%jehrV)3RhZrv{pGRwR39dw1}im8|Tmcbzc@|{;Lnxe*1Cq
z{68tP{wnK%W-nJ={j2=%KWOvO@}JLU>zBU0Whz^8!4Z7;&DLvTph?Q(vgI*RX){xc
ze#+TaJ(=1ws~fa8J9q2Vu*%3MH=ZYdT{3g$`+dJJ&B|UkbHDkt*s_~{{&H<rO)G3a
zR`m61`1D&_GJ|)0x#aDwzwbv9s2ibG`r^XEF9+G>O(H;tAn0w)y1J_5l;-j&|Ng$O
zpWbKnYQ-g+&u4<G{{4LZ`czEeQPHKz{kGdcvopuJSeFJacAJ{Dv=&rjU0T>K7xn9P
z{Qsy|cXk$o&iv6ZRo{GD&id_^;Foub&!7E$z*~QB$gSM%cfH=;-mVXtQd}C9(_j65
z@Ai_%z2?u(p939_AZ3;l@y`ZyfCNZ#lVS3)DWIw0p!fIodV{7}R*KzzwCS{-HfXv7
zvh)G8WHhMQaQ9oo#6vBhT^X^U@ii}g+b;q4+~4hfzweUqd7I!>N5B2}@wk8Ww_fqM
z3dQ>JBXz;uZw-@<bX)=z4*!qsD||k;d>SZzE;+KxhOFAU&En05!(OqwN;L15-OgQl
zJ+69f$-T<wQ*Uj{jRuWjdY?TAT4M6+u>8LX|L;rg*94t0adyL>*X#Gk&8q+R(;GBq
z{jdJ*&Gh+q*Zi|TeMfP@<rSbYrAv0d-vpP}o|>Zhv%Buag@wG+?kBd(dVvza)ot@^
ztEbg{T^;WmZ1!*Y%`42m-fZ(<x^#NnuA8i1-d~bS{Pg7H(pIsk6(v8PPM<!j`TZ@q
z#9q^DC)jsoZM99BA5s7Jt2bzhGxK_Ed9E2_ZP{(5rZAa3S?kia+n%%k|K}2a{g1<!
zj&urppS@WA_g%;T?MKRAg7*EaI{K|+ll||T=T~iWRrvj}zdmNw)@>ck!l1n~SGT?0
zc6*&k!Gi-q#m3r<wtNw5_Ix@Odi&S+_wlc8Z-4(i#(I{p^PNl+VRb(rf7`Dia%C~-
zJ-!#Wx4$nreLd>8NqX@j+kL-Yt+tWLpXe&)x%Hmh$LQoICnmm}8Xo5fst#9O{noK?
zCTL}olu1TFmfpVHXz*!RFPBa~cer%>y{gwWr+n6KJFdI^&ZMfZuco%|D1UWDbM2;6
zS}&JO_VWr}=Huymcg_#Jzo3&=Koxk+Dxcu*xwn!*+gHA8^8c;-`}O+gm;BK=8(mjz
z-8RD@@sP>#!$&s!Z<njmxVk9n*W6Rz-5r)+1g-h_dED>MkCh_VK}$10HGKN=nzdW~
zi_O$;J^sG`f302rnt%UovRB&L{r~eBv}|peS?;YTpWQ)wezu%co4q6|r~e0|q@(gP
ztqi|?zR^c^ZUJo#0?lv0JD$!bKqJ9f8*P;eV(b5Y{aGit2ek9B<W}bLrJzB?tG~)K
zTP}eT?c1Ht=dHB-VfJ?8Wk2hu&DEfpyIJY;DnI?aUN{dlHZe16t*%lHXxt+6%ZrOY
zs~^AH{r=qNxqH6ft6nMQ`@a0uj>5;6uE*Ek&G@<~Q}9CLtPjWS{~7wTeA~YN@7kNb
zb*9#!^+Gm<kA(egCi;O6OZjk+{W)iD)>+U>wsY3+=N$eC+N+Zl`$g>irqg<rj}Cwi
zNBMu?9keSPtlPCfP+1$a_yRl}`|t1X<)C96UN&*-d2H3=%R0)k7POviRp`gLlFC}=
ztl#hX^5wGs^Yf>3x8I%CXaDa<NcK6K&u6xPPW(7o{rJH9eZSw$2JI-l^O>*4dhPzF
ze;-(P%O71Ewbe_$=7ZzaZ#(YoEPjp@Gv8uwJ@&8v70mYnG~)|y{blX6edHc|MoU_$
zXYZFw-kG5NN8guEyY+bM^*HbRJs;iX&E0M^rS;m{=;sUnU(^m;eP8yX_Kssx*-Jq4
zcc!KHm)Ryg`<BtXBmO36opbf^B#8o+iOXK?ej^XsJ!W@7a_{l8N4ID8O9TqC|2Van
z<57d_mb3S&-_PZLVsf?MSMDt(z9&b|JTq+mdtAPLj{8d4x*rc;w%h+nT;+QC_uO0S
zVt3nokxz5I{D*B}WQV-PMPtF|2gCk3^u4|~`|<>Ed!u00%c<+Pe#<<!FSmM5(J9TH
z;mXr$J5`U(>bBfkf28)2%%Q04{ugg6|NVUaIiu;*Q_z(AFVMkX|7D*iUjMXD@NmrH
zTBQ|cAisd7+nzTIKW#R9X#fAGe_sDGnREMJ{}Vht=h*k7poK<PVrpi8>-g#Os{O;K
zgLD3yPmg%}R@%@g_oV7{AJD0F=64F5=N(@pcJ<QxkbUmGw%)Q^b*FvqSnAcrFF$Yk
z;v3cP_kJ#td-}At>|W*bOAp)S<F=lOdVOuJcm1!+^FM8hbZ+CBnKpB41fN=3Ucah+
zl6e2~j@KJae2VkuM@VVJWyd6?U5zNx{byVC<wa1j!S1&oL8(+<y!h|e>*2bBCUt*)
z1nF)&?x{XEWY_C;yFUe41lrlTf2{0M<;>n_`zqUS^N#a*(MK*#*%%V?MjBKeWgeF;
zKjW=>)X0154LR`2@})KRYrpI6{d7uuX>|VHty_LP>Yff7tO(Mr4+HIswoxuEHs1YK
zaKCNR{|;5(<jA!@;$qWgrhf7=-g-^!|F7%&y+Fb6?_I@%M)pr{zTMqjt`8cWTKY_(
zPJc>$_|g1Rm;LQ+|NlN~e*esN_h^^dSK`y&g2v?j&6V=r8<p03Q+2`R7fHP*<o`Ti
zxAZvrN$z86{I-j3(of~jPF=V6+pSBWHbRWuv`rlfarHYF{194O-}!%`+4pan`nuu&
zg`UppzM0t{k+sh9E%*Jcwn@6zK{Idc>s!U+c3fE<zWz`0nrZv}XJtFgzq`%i!vW^k
zr^;Sk(Om!kZp<~qf7^Z^Q|`B!H2q`G1|jctb1NQoRz~iN%Iyd3A+N7@lgRB$TW+i7
zJ1fNM*^J~OjsEwS*TwFhR`>h%eY4pCR@S+N_iMjT1@*lCSVopybS;kf`@a5vbe0}y
z8z5V~`;^-X|E~S-75yGr`}Jz^@1y1JfAm^!UR3(`x%S%yW(EcZ<L96q%%tu1U2qI^
zHlioHT*ZU$-+q8r^~hS4{J1A4&oGOdQMO^$=G%F@mx}2|`4m@vy&BFfU&h$*Y;|dJ
zI0J*!;k4Pg)AV+~*|aJbv<=bsBxnsVXyag3=-T~t4722IUoc!*0@}-0`tHuoSC>|W
zt}glYa{2Pm@K{sOdQ8yHnwQ)6|IPjNs9S&4yWbxU^FN>W>F4wL_PTpM99o%we;=sd
zcGmXu_xttrR-expzpi=;S}s#FA5?0CRyAaTP7R!ERq6$rd;IlcasMm1&C%QQGH+~1
z3_ZX3*Q?dbllv@}y{odh_w)Ju`E?(=<DdKjMa$1hc0QRI{Ca21@7HARd^&CRvjfgc
z_4ofVdb{bg-cC8t**8{iw_IMP3EGkgnyFr<Iz7h7-XF9e7Svlf{O!-1&F3$zulu_C
z&n?jK0%+ev$?LV-!=~>1e9rnZs63l*%{Kv5LzHd@FW&?$j06u}-rrXXp5eOeZy#Iw
zzb&rb0<`nvQMdj)P$jYD`Mm07hxzSow#R}GH?uFllG`d8<^h^u=ZWWMFkxeqWzgD^
zbJJ*U>9xq0N5$iPK*NZ;p3kekl-MpCR{q=gyv^iaUtUfI_3yvDSlqu1RQ-Y)vY;J3
zmNUM;x~lzl>-9Lxnq#U?buHKD|9z95*=u^u1H2{Wai2A4UE_qZ8;R{V*Tu7Z%iVt0
z4Ad3M?6>{q0opqG>-+xybHRHKrpHxjvftp?dHM71`+xQ1U3P$mePhe-PHis#tFY(&
zzTeNTmwmk&z8tiz`0xGyf8+T;qyBjx443=OoyBi=q_JCj{T`$1&-?5DB-=d*{03T<
zZ2$MAKWJ5^ch!SN_Dj+Ed#Ca<P3e`lw*#;Gvi<*cef?8rUQi3;p55Z>_MioPSN!dM
zJ^}6TT?)$bJ9)KSXM*PKiY~gT&n*ec+g?%6xFEobAs`vFL<+QU(+f0<a5we$+wJ)q
z-jrUC4Ua0h==ypczl6bpFOTK_SM2KFd(lmLDrimis$9^1xXjDG=4)?#`*u5j`lI^8
zpxqMt_I<hJJsq@YYL$^~)fWw3Nuwq2s;1a~IKaI6RL<6`VM{@)`KHBv|MBs$ckZn%
znz7Yyx0c?v`}gDVrJB!Y!^5A0)?{oy3tFYN>i4&omzS3u5p*~Cu>-X9Xl3f@X{GCz
z?gJfxc>V9y@c6a2%iisLKFzB1mC4;*elv}hg3kS#`tRTO{pUY?{r=|WW>60>B)9v!
z`mJ?2GgGH&#)4Lb?NQ%b^>x;}&&&?V1$<TvrZ1P<|IG~b&*quQ2d=^|EOfpM8eKlt
zD?MG!f8LyZKcCIM!z|-`YcacR)s*z(o6p<L1{FLuTXydQEtmxz7&YtZ@u=#zTUW39
z|IB>9=igsnPw#yII=m2c$m*qEuh-vyQ2Tf%Xcck$n(4ZmPAFymd^&yoZaLe_hEfaa
z<|f_vy{KF7)`Q1xvvsy!2{Nvcy;uf1tn%(xiMam{+vTst_6xFt2AJMm?0*~Bp7Hrb
z=KPDV>z_^y|CGrw71YGH`LxhxiGAGn1&+<1PPA>Rh)>qAWf19X;B)Zpa@YqtyeYT)
z^HI=Z#pf5K4=+^Sb8NzEj&i{q<&<NU_cm*vOYBelV92w3AIGYv3%~wfKY2%$(3ZAW
zv6^kuKywzLu|R*&sUvcA`$2u`hfnUiT`_H2cD&%@DaBU{7c%oChTU57FD0+guJY;Y
z-iL4H>;Dwm`6hrG(8VlAUNT*LXI%An^QWpqN5$h~N)wc>)YmdxxG|@hkKzA*j-`cm
zr9N{&CjdN^dsu$IcKfO`pfNPJJ{ilq$1^T3^L_Vs?UrY=vY!>-N><uop%GB2$$oCe
zleI;cw!GLYZ=7~U=c@HPX-4yN|NA<hfm(uWr(OBWSe_o2t6q~A?PK(P{{KJA-&M^~
zm;c%y_vTk=Z|4^&q1;dBtlx*&o_o{v`TF<!_5W+`{R9oaF;_iRsk$t@_rKx6n5Cy)
z8)kwICb{%_{eHW%uR%jq+t=wc)X1}xF#P!Mn$aEi8Z?Z@zH7#XH%;7nE3}G1EA$y8
z4zEgP+A6^%@BH+1qLEVt%Yzra{keia7Q6oj?*d@sIq|($@w(ySpYL|Rj}w2EEVQ#?
zAG>^w0l#to0b6a`J%&FceSU~#?>O$*FvHR|O*`M?OT+Puh8Y@qZ4JlId@}r8^X1<3
zqmG?3MD5b5K)XynJ2oAcueag<z5ngD+fp@mW)#*Q<~2X#{C2Up{X5~w*N&!CY}Qh1
z?Y=HQd57z7SJ||s>2;u`a-j6^xh3DQGxp32x%b{*E=-rLezS4sKf|B#GA<q8dS|{%
zK32z|A;c)l@UPys>dT3Rx^0V&8zmb4E@#>8C76)>?X$&tn{%aoi8ll%L~s9BpWb`)
z%oD*i$<w~SxY<{{VllgURflrV@ybUVdv1fKXRJzI1c>)3|8T$1tN0Dn|FoOF=hK|G
zl3#BeuU#x|?Nnq_erBJYEocMztGm0)<%&SQTMjyT2XqWhXsXg4HwXJC6P%0qORuQ%
z=^WvCdAS&LKtt)ZNOk#^j_Y#9_pi%)8Yl~HT5N9bCVfPx<l<~O@8xHGSbkRgz4)&1
zzJ-MVyKIu>)=d#ry3-=NuZ!l&zqP6PQDFOmLBy|nhUU7B+Kdba%a2sOGL*5edcwFs
z)6i3f;X=w$pZA4QPWSiKetyxo|KHd3m1_SaviKQ%d*w<P7MujFqWfI%H*m4r)2APj
zJnD3=gO>Z5mR)5?*v1LoSI(f;3ECJ#;{!$rkNzW{bE06n??1oSjE6}jiPxTimdtp%
L`njxgN@xNAZ#sn#

literal 20831
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz!bs3#=yYvQSOW?0|SFqiEBhjaDG}zd16s2
zgKuI<K~8>2PG*uqS!z*nW`3Tro}q!BfsR5(Nl8JmmA-y1T!mhKQM&$=qKF~}1_sUo
zkH}&M2L414W?W&vJd=ST;IyZUV@SoEw|CiRgj~IA|AF~ZPJ<{*VCM~2m)<VkWaTWK
z!21dxMb~t?_39d4ydmwD+`ZA<<k*ZG$@&`8IyNrcc)U-lnmN!h@!$FPd;Uk3PmjG5
zdFsyHzcusHOTNFGJG1!w9m!|a{@LMLQ@uDD7#LQp`gXOpih+Saf#U@O1494<lNAF4
zgGfUI9|HpetHJ_i1_lSlQ7Pg>L-)k%_50`D+L}GxtyjwQ@ZV`sSu3}k*4w>gnns^)
zpJCtDt-qel&cCGCE;H%ZmzR@oZO@;-?QYra5EtpZ9f|w4J}Z9w`MkY<^_z|EuWoKm
zuY1GHXOS??w#-{>zWhf^BX!x@FBgBB{`hd1|M`p0Od_2Pd|M<w9$l-s-7xvsl5Hyc
zuAF<Re`)ifPW5>+@^(CIyCN1_bW-)@lwdzk>o*&mcfHwk`cfmiT*TH*Hs9|Q|CGr(
zEAF!IwN1~1{on6ZFSq~y^L*y>x#jb8&tD8XU&^3$dEueIjH}f4*<3IC`E>g7-S2i~
z?|Q4fW`k4K>$sYaNADO#rwB$VEx49%+t;w=ai8_Fb91eiUwbvL`km+A>hFHb=hszj
z?ViN^%ka3&<mgkc<6rFje9k&JTYUY|TiNU9_F27JVOh71*`b!n>O#_=_y7Op&%G~S
z_v4|=h1dD&qGordc`f~NH9UUl&gb)XU#xvLD|=l{_St*&|NmauTm3zxWUf`I*V@=U
zV%qC=BxRl5_v2Bw$$6X4A-g4XpBZy3nALT64^zOx%*)G`8lSUJUc2Rz*Gli{dMn-g
z<z7Cw|6lp*$z=amZ^U(5?SEbDFDn0GdM!e^KJxYb{q?@zf4p9|TkpSI|HfahRxdAn
ze9YI}u6W<iXWr}g{mPOuO7WOgey=ikecawl8;{G)-p_EY>}qKE)8jMh|NRWUzApCj
z<9U_OX5O#VnP2xSvu<AA-Ca)&%#)6E>{+Y%s^3w+|L))C_Wx({S-n`W<%ClA6Qln>
zj@$dm*L-lC``hl@jpUy*#NsL*#^~4n{^q;;?Y7%KS3k>^-w6yp|9pOZo!;pso|B8d
zzx#BdrKnO`I=$wc<?|=cySw=Vum66t`FzP&!L<jp*Y7FH6a9CPzixuF=a!K9HJ?td
zT)A$?qpm+yu94y~1qbiU`u}Wp{<%rdHP0&+yx;qMS^E6ivR#Rif$Hq?H3f3B<&N*X
zQ*?T%{hx>Ym*)l-&aeG`*SvgoU(u0$f#%!q*ZnRz|MT1J{N;Dc@7rFFd?UU-z2x~k
zqg1bTumAs?|NrFgqlH)W{hgC9C|@}C_-MA=`o9f~%%5K0xKQYJQ-8;UrY&DCc|U*t
z@89?R^W|#4TvXf37ice?yCtwrRxG~eW67V7$De;*x36N}i$(D-ZFmZM3h!T!tJb|+
zbXwQ+xLj)gF3V3Rls{Jryx(83e$D=WzkZgk);}fk{`sfpu6wrE{WvWD?0ewOn%=pu
zpI%qL7autP>2<?4hbz}^R4=OG+1mbf%K5X$<?C&7HymX9dB^6>hQnzQ*PnjYI3@po
z|G!_arSGg?`TqB@Js%Enzf`yX>A7xkMeO50|L(r8yZ$0QzUH0l-}k#-uluRwoI5?P
zD$~whEVkrgOn%|Sr+13a&waO1>NgKp{+^F+x2j&R{rp<GU)b3<X@6Ur*WcIi|4*&Y
zo}&J$<imr5KR=5kgk5gp+oJU`)o|aLW8%Bw|9zVN^Yr)m|Gq4j+3@&u$niee>~FO{
zpH9E*U;pcJ&HRkkeuIry!=jgdK4-08zwqx-{kn<Yr7eq6{sl$uzy0IN%HYr9+g`{?
zAJjP%STebn^MKNd_Kb(}W;qeJDjxS<eqaCp_nx;upU*#^db9rjUuoMuj+EOun|-T3
z9Av*7SN(SC?zhLMKjV05oV@?<H*ap84GwzgH8=b9Zwr3;_ig+Bt1au#n%&l^Z~XT*
zzkc?9h2wRF2N&)9D)UvWRN(u~;`6qjr+<=|CLmnAcIUHMFVpRRN8ZzSib+;#a5aD9
zYj#tm{dC2dA4YPC>;HXrjp(?Zy8G?6)9Y`WUXPhv_j&gHCk$JEKAU}hL!F<+!<LdG
zg6>a#yZ(Ii=xAj6+^NleGSP3t-aoVPzmhFeZR79bC-yw7<GOj=XAW*bCS`{8yI!rb
z)cN!4`u=l@>*~sXSeQR5?fh(__wUcg{(7I=`TJ|7?CWZxG8VRevitw{eSNX4`-9G^
zxVoQDKPS6JDt|aqc=WaS_uk@tHa1H(CMw0({Y>R+_;|1Lv)ZA5SHt7y9uBc_|6Ba)
zl=gZbVRgSV>uX!)Rm^v(J=(hV*80fW_xpb5?Mo1Nztn<X*}?U~{Hbf_7503La?$AK
zW++Tt@<+;dhJj*i$wk+ndwPq_`W`;&);}k{POkFF#6P#D9L*Me-&%3@@tjU0`ws`0
zceeYp9Fm;-`u*PTasU2k#20iv-}iRg?N7;WlC!K6@4Cy^PB|?sKK;>V-KLV{Bnjs^
z=7I%}YkGbk`)&1V$v&@p-@pF-egFSCam%FnE802Et>5#>YuC$Vvp@Y_xUIte=uXk6
zm5(~rKV=It?)oDs_2{p>IM*ZF%L|>`|5$vC>*(ev{J3sgn_csxMV>5w%I{UG&);t7
znJ{NPZ){6vqCnvM!h>pd){pNueqwE^So?S@>x@({2Hh)mzuyR-?K0hO|KR}h&+q&H
zJk>A#w)^k5+skk7dos!USuVfrmw>a|tl#ZW&YxZVZl^aWXPo`^`MkY-KB&6M-qtH&
zsFZ&@fB)aCZN9V3)^2$^Eqa<&>8p@m51RQuZTtKE{{Aalv#(z=zh4u4apT>B!@NH~
z`rG|{GAs9^#Ow9@>+aRPTsr;Shku1NfyXx8uz$Dxq}uE!Mbl&}9yBi9`E1teFE5wR
ze|CTU{(ryr++W;pck4y6`SN*>^S_?8e!r*mRK)%@>-T<(`uF$m_xtBdcil{zJ$0Gi
z+^Eg>LAh|xebwnPL7Q_wJUCc+`|0%fxXrnro}64d&$fEnw)=IzC9mBC)$*?&wFvvI
z*!=h9^7(qDFD@)R_ibk7yib3_qcWGW#eaU>Z@=%{H`%fq3$Lt;-F@k_{{EQFy5G93
zR_=Yfa{0Vdx6fO>UNbBAa67;L*8KbX4qo3}BNtQq_3Guh_qU#w+`b7^X}zyLDjI$z
zXSPwQSLTHUj!S<&o4wv7@leYi-MHO1@)x#>Y1RJuc--{&y^6=ZmA`$>@0uL`W%;0i
z`BUBhU)T3%Z97_dVQutwtLJVz^+1*F`x<@|wQt?ub8|n&bzk4S&EM|lk}Hed`!D6~
zejB#=?Y!!DC(r*s9sjRr*YUM~?Xus*+^_w9*SlMHTg1!5{Pt@$*B+NGKXd%oQSo?_
zAM-T2udn%+9d2iS-unHXpx`yTUai{6^YnZ}!SlK0&yIKO$~^abpQ3cm2FJ{QKcBDv
zd^2kQyho)y$5+K3e|X&fU!mRfEbZ&Qxz24onziq%@2}pxcH{X4!Tz?U`TgHxZ%&V|
zi;SxK`SkUb%qjUZQ>UHmkKMiI<Dc5!-*j_#y<BE&lh@$&@)6$_sf&}u@A8}9ExEkM
z$N#6;TDgm|d+SbnY?0uVGFkEL`_^kw+W+mNT&G1Ob-vu@zB<14;;YcGJl5`a8_Vz4
zmfsW8U3W1^Soh`B9bd0S7q1T3A~yZ#jyD;M^Cd49i9Xfo7F+v*Qy|v%^iy8*`!&VC
ze!X6w?rH1p9kIp6Ec{C9mCP+_*WMiz&`mT<QP`z^T`YBlt-fQ=;y$r;ZE^c=Ei$!=
zy1(e_x^IQ9r*9dZ)-k?YX!^Y}?aQp=*)qD5x4NFrdvYNoa;<Ka@RfI^8%}Ahe)3Dh
zzFx+=B(^V3@#3WD__v=IOfqt-b;(YN+|uDTbFuq@+V6M6)Bi7YZhs~xz4iR|53!{p
z=Y@4oZ;e)4Tw1w&ZkboH(;mL3AHN6o%h&%Y%#-Y|>JhuUDSQ21v+K#u!e?s3{~pVh
z`rdzCy>4CYxud_IZa#0f`g6?G4!!#qPyLNu^!3L{_4#LPiyzs>ioJjP>+vV;+WXhV
zYy;oz|NrmK)cxPmvy;Dy>}|{H{;U@DZE?6`<lB29f#HGEUX;l_5Bu{kcE01q$C_<R
zUASu^OK$g{pL%OiU0l`6rFU*?oeHpf_aml%USMGiFYjK4487Ppw>SK7SDp5=voPyp
ze@V&wxpR%rxRq}!;#i@(YsuW&Z#Or;t<1E3<Q-CD*u8E7Z|A$)Td)3K6!EV~>T$jF
zt+@I*sVzs}*S@bV-KM+y&8DCKpKe@KSoi<$`}*^Dl^>r@D3R}HkceHJu5wQslz#s`
zijFQhJ4f<s|4x~Cr;dxo7cAbLU83HvclF|2OFQvLr!y-b?euzWxliVN&!^{Zf0O$e
zM8C%WFIL_4?ArfJ^2a4(bJA7%w3~ujKDJ$Xzwh>)=b1h-?mfc&?_O=4x_kC@`*Xk6
zr~dqTdVOlkA`TP7WfftaMlOG^#49dXnYyNa-`N+Hr^Jt?J^dNqDPdgqYUT20g_pPL
zhh4Rszqq?>Pnu!4<I+c8I};f%mfGj}R_dFE)?715ZQB3o_0<cO@};rAnH-nC|9$I}
zc*?9Qy>l=2ban?Q?z(ckb>hb4<9_CLwx=S0H#s}ccPxBU*tq&%^^W-cb)|LvkNJ$H
z;zZ7e|8^2Na7N(5?F~DANl*TLMD(qMu*L495f?L7YF9s-nf__&k54SF2Ada&D(|!T
z_f)?=^TYd#OySYV#;xYt_WpB;^%Z>DDK<mGTSj+5VfV)F!|nX@^ODwDKHS}>yKl|0
zA5SFgrIW1|-}xvh=%~8wC~LFV>q@`#)9&24uHUEKXCJq?O>XhOqmv>l=b5-~oxlG@
z>YBgreU~OJIv^1)FTOm9ufgK}<A@}ml9o@A3-7#=+G`-iU4KzK$!+b&UfIWQD$a-g
z+BbjhbKgB|7pr88wdR!F%KW(~D`rB+Jn_QBjdk7M&RlW-xp9%>;%|4Djeq4Z%#dWN
zk`~jgGM;6S`RU2Y%Cf8b|9xHmQ>#AaXCG(OtMe~zhkX72(eCAv$)B#i&e+%-sd#Sr
z3%<SYcD+6~F+d{z&Z5*6ce3REeV+gS$^Ywd{#N@e+{~}-I9j_X)HY49@8pSB+pkU0
z-T7ov=9d>2cit{|t6y(;^Wq$VyWNk)CYv8U;(2kaMcU&2lk3t#ZOylKmtJxGc_aIK
zL`U9xL(kBXuk%D7?NDNH$&P+|y~MBcaZgn*=gF+?i`=>Me!ibt_slIjIfiHMM6X@D
z+$9&aJIp!0HTvT0=wp(${yU#;+SYdNf5y%=_Ot8fNMAHwv-6Qs=$vfBHw(-DUU`2?
z?zvCQkuJRt##yfUEBYRP?YwU3^sRjE;iuPb{yKg$VEq=aDe>!<UHN)u&->HwZ@;$^
zpRJ`QcdUF${h!D3rBS!jubkbtFu6Ze;*o9q@2{Pl0@>R9%AMaYt@*WvafV>>h0Kti
zrM>HtKQ6V|H^J4ryySH53;9o8N2f2(SlBUb=d+&XmNu8`AAfABzEgPI_xpAU`&(C3
zPiYAnOH4m1zW0aiE+_ZbejSG0TU}RZZtprOe&$%t#-n08&upE}+m+lcc{F|b3#X|4
zrJL_$h3LIsv+DVbnY%TAADjMY#|c5>-s^hNXI9C^dT+l|blODQ#eY%8&hB@AzrI$e
zTmL`mT-L`~?t8D<EqB_&aqRh%^0N-{@pG~-GRY(^+w&wm_i1v^bw!h>TRV)7@w|Q-
z`Tz9#$~n^u6*I$P3wob-%1Ik0SH0DH$h-BPTSJ#(^j6pDA7^Gd>TiE=&5l25=Gq_T
z8@EaD3H?4|865xiw^_-$<Hbk*Cd*VgAKd!wQ~T2i5x*@S|B!kubw9+gNA2GIi?f%1
z+wpdWvGSqpT;tFC`nv@;COPQHi?8N6lat@o7B^p`{)=DMDv8N*+EOkj^t-=a)Zg>r
zkk#*_62Djck9exAH{)7({Y<ZhnM+ycvK_Tw@R2|EkNvUht?_?fg;xemy;1k5Q~lhP
z$H$MjJ}vc24C^cqIQ_!K{K|_kxyO5zb&k6(o$)~9n%2F<cG<L>pO3aUeVo_vZlz(I
z*)F%^EvXx0LU$hb*ka-SI?BgJJbBvUquPgjYBck5G*=6(eS0xT)Z6E1#kUz7G^0Mh
z@~<;leN_BwM83^6_kR7Q7iUSwM=buT;dFV;n&&?rN$VC}bTze0U-Wd>!ouT$)7#~$
zGWZ+|CmN`gc3s=6k-lbiZ1tjTGX;-JXXhR-cAe|KqgU))#?pREtE8sAKV;^_J~HiJ
zdUVnAAe(v~$1c?kd3!z{vvIuFGi_nEPfghI<RjT)Py37YqNY7A?Ml6s6m-BsT=|0w
z|4NJfN$VOv{krt^XtK-u{vU7petIuj?y<$}c*TQ=P3!;t`1#E0$pq(5pHe<n9T$pt
zntJV&?vJfUt98^wyEjN5UN*1l)yg}o_I^0TZT|ab^4&KT`;Y!s&|^4iDR5f<*zXNx
z9^KcopU*8nC*J?)PyZ*k_e~L1+W*4lxop~4Y+E(Sb#?w9naPunK0f~3wdZf&-^b4d
zPItQYPqQ#Tz4mM2N1LXPXS%)@$~>-my>`0(tmBW5r-#_2zfGQd^Ly=;K%3)PtJh9D
zzj#Hn#rem^#&YY0KHhmc&ogkDMtY6kQOny`<_Q<>-ytC;EO*ROOkDdBQ$WqS_M*p*
zF)zAO?>%CQyyEGzPdxdL@}1+^;`4h81$h#tt*p3L9<|g$G^ujwrrG)XEc3gUCT87F
zTDfrkpC{^-^PkVJw|j5A_;!BX=h<xY^{09Ny4YW5a=fp9+r~3dH(AAF0-|caUj1B@
zxp9sE|9^kI+hvM8Uhe<@_dU<_Fs_dkA9rk>I=#p0>6GBCZAT}0ew<hFbZYpgpEl=h
zK0i^Nku-C`E$_zI;<Khd-*@Zn%7_!o?o^$o@%PVjd;Pti&spEEtdXz%5(pYeI(K@@
z(MjGPKkq1foR&3n>#x(fSL2tx>{Oqp!7FX1GktUM^K(1ze2lAov+;OZrfs`;T!o_k
zUXkzpMpI7TzA-6i<C-X)#w#0>kH=iEe!sUo?$@i`)AYGN-q<?5XV%2*^?SE%xmWf2
zYR$W&#m6i^g1T3mo@c)K2kNSM-~amRs<wQ(&U=yPv2UNwm9qAij*ilqwzcc&HL=K)
ziGOAtGYToZf9rHdY{kRY%4!|s@ZU8n_MeHWc)$0%7igd>^I@y_x#uN&-hDlPyzQRx
z{jEAtwg3Np-~YL|{N<&kS9X`bzf^c!HhkBQN8QV<%^&?0`+v=)@=>kC>BOU-ij6m)
ziMsL~Gz#}$tkkUF!GS;TlbqM*>zoujF8SQ^iu;w%&t~VxRsH#ReE;Vd{p;y_<Z6F?
zIk~=4=j!&4$E2Ts56}G=DSTSRt@6<y`!^d7dzIfU4R1cZ#<V1__PXW%LtNTVj>i=q
z74^OzTOPakc~S7a@4c0vx_naR-QDHq*S{`0ts8Fjs6%;KblTcIKB<w;^EpAIOkS(k
zZ1Sp`vvgY2sxQCq|F_fM8BxDqvX*V{uUD&o<`?RG+$CG{;owfaM}~5BKOS2BK9>Hz
z>~`+->DAp;UB`RhJ1=(c|99>&+X|Q6KhCe|{=FrnaOsY3I`1yl8XlWt_xsJ}%f8oy
z?n)%jocm(gzgX|5I$JI{UGBB*7d!Il#=hKbH`B~yc+b>bY?9Dz=Pj*dS&-T_Pk~*o
zBBAQ_+U-T&mIvl6>$c{VvM5N9%N9GmY|8buYxQ?cKgzReYM0)pi@dpEz0#}<E3Sb0
z2I+@(OEk+lTO{4Id?>R*jBzh-_q6@DHcve!v0H*&Ectd4+v5z!{-q0&DwlG+F%<MV
zqa`aGV`?6A{Kg)R7lvuuo!OVmGX%&Q8m63KlK*UQ<PW!DW$qe}3pav_7>b)(uCyIp
zv(K>8_ogGe?3DlV4=b;%2(<J#-r@-wADhRcs&=Q-Gb`!SoM&C0`ALs<&gfucSP+$@
z_I(C}9#iEPsUFW?NuTyEbZ!sZo#7yz#se8rFTKFXz_5UUrG$ZjL4zUr!tEI|mb~5n
z|8M@R`hPz^U&>-&aJVh9c&@tNoEcSLUroKW{d!q63saS}@WVa+^X;zcu`w_N2;}ek
znHE*^@#yMU9+ofL)T7Rw&Ofv+c6Zor3kC*<sXj9d6wU8VHD<c1zF@oI)4aEW=U7V^
z7!F*x{>b100|NsCmxBX4149Fo0E$}}W$7Sg6|$RQOYVA|P5)%7*DbZLNa(W_XJBwx
zx`nbihR~vSJD)EL4U1GQeS6FFJ{zypl)T+<w@Kc6{%ZAlztj5rYhGPi>iz2e{`y^C
zuSGwPsAObdn6a1Ti&kXK$D@}$)#px;tN-)y%Z=pzrM+giG;%keHG6q8eSU7i|8}`5
za4Ge6-|u&scXkwJ-p<{Ac6<7~%Cx@evJ4Cjk?UhuhG?B_JHAv>ET-UK$tlg{PXyxb
zUs&jTd5P!bOJ~jR$864hyY;%?>UF!atlsbWJnN5)u$qs@-Cd>L^J~9F=Iva+EnF<J
zzR&jhC3zcz<MX%~7`oPF++@&w(P~io>PiV{P?<q4_O7&1*_#_%PO8nma?>p3#DqPy
zZfgGX=G?E?nh%<)>2HX0^|$|9GAn=I&!Fe$=7I<G*6siIYs;f9ZL=Nkcfa2^yXwn}
z!1U-pa<|h{o}8HYb5+F8Ys>xTM^^DLFfg2vVyY6=-F~O&<w^DVKA>@fOZTeZ&vomO
zm^iQc-Ok8gGN20n-KL;@dw)Kgz4^;WPym`*omq5zp`=ymt0}*}zMftm2O79o+;2DQ
zoXzJmCI5at_urm>exB{+>i2uYAr`AdJ%7x`z~Hbk(@}py=H+Ei4IlG%ZhX1ey?@>2
zx9fJl%PKho$|kzqVqdg6*FB$|zppYXsZ;gRkxt>uQ^VtC9_x{u{BFnNzCYg|9&TTL
zZ*TQ;!zYRV|9<yxX6N@?KCde4R?%tQ&r6Cn+S~?JZ%>sO85k161TL(80vg{@{4=-w
z-pR?^*KRtcWjQB**UM!;-#<Ry@Bj98{q2K^b4#zCRQ&hhFu#AhY*|E9+RW5TyykZ%
zgvC`p)skanU|`tXReIs}j74ipGh|B`7*_NxN@ebGWM^P#a2kM&1T8@5l4*yWUF#=J
zRCZqm8t~2pr9x2i<W|}3+{@ki`z#Ls?vXOp+M0cR-MO{i)AfqioB<_&JEp3scgpYA
zX3nqu=E-mWr(oCXb-OQJkFTF=b~|UYN#>;`lK0kUUtjlfZuz~HJNJG(CJoaloAx-_
zm>E1Fvi9-CN&kL4?qAMpc4NWC->$1G&(E`c?!XDkE0eb@5I>SWzjoUH{STVB&lT)H
zZ~xy0)P-E>Ki@8McJ4OM^LD@A@O+<dQ&}|2Akk^AGy?;}QRM~V2exEhzQo8bGvQin
z`Q0s_PHCI(x?gl!ce>urCzDDZ_nI%$UbjQ(e*WCjYo7Ugzh2`xzN`H8wYAU04$3hw
zG(5@#P4QmUbBW##n%cXaw_Dft$Ajj~k4MGxKmAR*^NUM+&4e~y>1ln|?{>IFUw9lQ
zru#zh(&D3b$2N!G*6v<oe|%o{OMbZ-$>&)a7+l3~DoB0on#60sw)fSyyXE&wKA$yT
z{`>v@{fi3ZtjgZZVB?dS0UB3#`~LFI&f<NH3=9D|yLN<omc(=v)cyT>eR=h}o$6oT
z-roM`_zbJktg2rxmtRim)-{Vh#lgUEV9sLJy<SP3Tea8kG3r<E-+BQw@VLiz*Nii^
z-|zf<4$JX{PafV#?)S}Jzqjnw_4V<;zFhXdths#7r0J2jllyH~Rq24@(}r=c*E!qo
zcmDk6HNUgr+&6Fiy(Vuro!0yL{Nv-}%fG$d|Mtm;lj`%A*nYob-2RhQEJ9)JzF)6i
zE^L?c(q6aYk&K=#D8tY4d~|EZB43uoNfx6Seqb64x@WJf48FV~aPg%V7Z+dt{eJ)a
zWxlh+p1=Qor`Z4MDNtQ<T6IBq#{a+H&okDZ*4^#{n)l4QzAkoaHwy!UgSNtg@E5CA
zuk)(^|NH)BvFMz@w~H7U7%p^4G{-IUn`^bS?(eVA-4YB83|owts#^K%emp37HZy%$
z(8>^~!WWO?7P8CN7~HLXzxU;~+j-vFYqtcwy0I~N?*91lyQQJppp2?JUF-{2>HB-O
ze?hajpvs6_e^0@yYipzDMhExGSQ^#-|9#*8^LhLFsFI7Wm$%){n+=*ef4}EGXo6{4
zeBIA0OTDLG*<b&^<n`L^=bi|HvJOks1?>{h<i@1qJKyj7eaY_ko5{|<%<tDs=CgjY
zVav_5*-M|#tJVWeWbod54obR*+jvhu{O4}}D{$ARQ`*HF>Os>zJ)c0ni+StC7Hoc+
zUA`vZ@}s?=iCtH*$dqOB`capZcjRw4$j1B5xa7qJP)P^M)z@>PtKV+DylVBjS?8?Z
z?@_Zo-@++e<ozF1g6%4MJ8RY3sjk=NC!gQ?g`NM*#^+274U4p+%pAnOcey&;%iVtW
zQc}0>wC0jKpf+sT{o3zeK+^@k3m^Lmf?7##-zBZfa&Dze_I;HjZIt41@7|1)lhvP_
z$Grsw=F!F7)vch3@jIt#FZ-G=ExjJQJ?+sB(DZ0!+xO!0w%Z>apJSFAWd)k!czkxn
z>R%|W8)@OY5Bn{j&FDJqQu-p0fq@|x6gjcgZ@0dD)UEFaYE!&p6WXr3?S>Ml*Y|Q(
z_PWe#$;TqTq|d8Vi!Hqxx_QqYP-7==uKxXdHJ{H${*wWhD7r61yYk+Ajo#?oBcJal
z{v9+Q-mkg;|G(dtA9d^79j>kZ_Gae2>i2uCZa?~d<KB#ObFH6)y|avUuTwJ{ua~=Q
zX~?fvtJi0315N7gl&<`<c4boDK91+t<Lhg8J)c({bbnv%>@RoVt)W#fK<!iwHQg7Y
zR-expe?F3P@s@4EfrdSAK~qPsC*3bRE-PA^-Jg0XZ_meLd&H_LWh&1sviN?d`1$;H
ze))M--`~wWKC%7p_xtwi_k#wUm+5Z5V^rQ*|7PRyORVBC2GM<@3=9pH?hfk%d>(zf
z<gLGS|DUJ&FI&aqPTWq){WQ1i)=ISqbJt3voxJ9E3U-xVE5DgK{m<tgA0G$*{&v5t
zC?b7sY0(P%KOYW%-u3dd&Ssxo58I^IH1aVpT;Pge-`lHsE2=$BcfEHl1H*-|&5ThO
zW<Qbt|HFOW*1gHc`+h!`yjk^n?emD83=9kzwk%)NZj{~5{Vefu#!B0|JfGcVZ!cY0
z8T>rsCP-SA<%`-3v)rg=du9fP18b6IZsm%t`}s8U)02~zbLShSdi?_hwMlzJ+``!M
zyQcn&0`4E_6#jglfq`LxCCeACqf5RUUfZ*8`@Jgd^9>vf3=C%zd8&kYWh@NXKkvxh
z^YPe9=l1;7dTMReZ?|5*#9#m8@TzHo3=9p^ydClveR}iO-|lA$c+E%tzMonDuB{AS
zzU4}g_tLl9@9*nUWno}gpelS}_KOvZ`%eAuSFkI2aRHQ{v&1<W7#hM{9M)gx5L8|j
z%fi6G5T(et*Xix;?fC_hcHDY=5!4wBVybFgxBJ~LE5^UC*YEdxe5}`ddTd#w)w3DN
ztD?+6dh{6g&YXPo>bApt)=Q>_MQQ$hn_us}`~AM^&{M1o3=XH$WWPkFfI1nVq*G=H
z3b2JNUm_oz*5B^~8ruzie{b*VSP_s>8nJh@w;W*Nz9QKir!^Jau(tVpW-@4D$f{|)
z5Ff9<@N)V5IQ0d`*Szc2+2j$Gy>@F+1*oC>OyGhxXc<$;Zcq?zaXPjj{KX}2ec$l-
z+OH+IlcROEg4V~KRa_9B@#Mrr(Ademyx)tu^=A3md_1yh3Me$D`8%w?07^jj_tiqD
zi1#xxFgO%*yb$f0_6b}}=hnYkx%`q7w{FN(BSr>>3!gY&h)S8|MErWHUqAER-tYHJ
zN?%>6+5LQ8^`(Em-_I|*Q+PZ}oS%WALF|;yJ5j55J04#GP0X6zt9X26;o<+G_d!jl
z4-XIbf?DefZnAvgDt&bY9EhhKZFg-wZ~Ohu%KHERD#2ZJlj#lje7tqHhG<Ro%6z$W
z`npU{u-A>)_BzGae0054`~B`^P>_X1WiFjH^Y-`K`TI*Qd8&u*t^k#@0iasM_REDk
zTWinEFa)hNGQDknGiCCfub}SrEa&@gxIlB*mL2Q&e!I0Yc6XWS?Zu{lr-sL^%mOF$
zom&=!zi8&SJCVKcx_RcMC030feOjO(?KQpTvHebw_u2PP1L`iiiZ69+W((bz0<tw_
z*N$+FYgYGbKA*i@eBO5YzMs!#gX*zo^X02vEG)TS`yJ-Is0-Sl;j*Rb^J|RSKS%uk
zbI$txnb>>B`($T_#n*m?hNBmEmGO~V&&A^^5}Um@9Q~9HS{10N`$81FlH_*&e%rg>
z+~q1&*6w<>DpXULfq_AHenZ^Ch~G6+L&H`^ey+K-CG+Kr#r@}E?{B}6)D1IL{5#iC
zo_Fc<Ys+qd>WE(Rdo$wd|9<^)OgeuFX#5g1I&@V}4rJVvhI>4}-)!~=jS5`?wdAiX
zbZ$3EJ2PX;Ijh$pyCXopPS~|0{KaH{J5SIW53BEYiZB0sK7W4Qr^)l5O#57X&T{!J
zS7ru=1+15w;ucN~kF)&x_O^Miw7K5@`t!Em&pf_Z|FJv%$-DQ3%nS?-UYU;TFT_>9
zoeG-flsR|0jZbzKXt3BM_0$xkj3MYQGx65;|NFCkg9~!~eLo((T(|q(s-%;kOm`Ag
z(rn5)E?XY+>hA7xP-pzo>h=4ggztb9!a~7e{e_Rm<>$NgN=@~%`}yR`%HZWz$(Qwa
zy;y`~(bMVi^YlRLq%QkegV!;n{cd1nzQnD+C*bNPP^Kv2d?8x(`|bAN{dIq(-u(La
z^?H2xQXf#T)G$@GhQ$;f{c?br-)H;ZS=sA6nc4Z)c+CVk@#mW6xP{97Hb$Uj7u%P(
zul`wjJ$5>%F>>eY-)FP)*Oh$)DO<Q@L3jqJS7Ls*BzV{Fce^j|`Fw6R^Y72+?dNX?
zO}@jTN$g8nME&2dYb*H}7!K$xWd)^HE(h)^VNhU$dRfoDhsW1$UG)@H(v=Ecn4NKD
zMc`FECI$wEwKE#-xiqu$uPYM-S$Pyx#2X|!P5%D&*4EcKy4)ZolN;`_+}&Ni-uPdQ
z+cLkoR<}=s)}p>vUSNK3@ArGrpFh7|zkgoc@7wp6#g^Sv<&`qg$d|S*%K<NOJTXyu
zb%YnF&@*D(d+6iy<8swGR&TdlzO*6naMrfmy<e|^a{bFDZaoiWx1JS2nv4t#87D#E
zlc5`*+-th*w%l#dIvqs86)@kf_EM{OoW<R5-Fmw;{_`?0FwAmx0GF5Z&RM-)b7yI7
zzwNgZ+d(5y`Q7_NAN~9N-ak5bYv`-1tHbBDyla!roAK~p^0A(izpw7!`}^H)<H`^Q
z28NK?4RH%W4U)ZIE_qkp`FUKveonsNrvIS%$Niy6mzH>D9%x{E`DXL^bua4l_x(t!
zdOo*2D-YDKZFL8go)>4Rtdj&UoIAv+e&);LoP9r^{R~^l@nqu{P`$XeUF?fk#?{bp
zU(hu8t&+>WmqDvMCEr<BetH60N@8Wsz`)Su?vU@OG-ZDIy~>xjve%#8K4VJWVP10|
zf18gki@$eny}7&eby%_SL|Fy~2g9w}Q@xgEi8oDAuipLd*K1IdHu|H~TW_6>F26p{
z|9>ZgyXwxVMXa_?zpynKmn;gFXJ9y^Igxjf;ChXl49ORw_n2OfF$Q%`d;je%etzyJ
zsA<3P<)gTT`uqPF)qXrGZn}T}$79kjdyLO{l;5jN4?Xqy$z=a$>)wNsd=98sJ8O1(
z$=hwW_1<p19{2LHzrAnv+O1)rmin&`hxspOE}uK?+r8@dYWCNj&##{c>ZZ=RA7A};
ztIQ7YYRKHb7o7Qh^Y{NP+x6$u>Cg8cJ2~9nS9{q@d+n5czh12_0TsB_?{+TF5@%;%
zV3<+5WkI-xT1s^N-~ZC;HD^t)FOjpYdJ^`9<07cS)vj7|T&`LN)V{cX2sC_LZwFeh
z_<rNDpFci6&i)2!u~_|h&>Z~#-`~$SJ};kFrFFOV``ygPz2@_l9tU@Zm$UA5y12LY
z-_Pgg?cGn8ZdtZH|GwSYz29zGt_W93OPGIArgpJg@2bzgL5qk%V}M)iqAqA(Ss%Z@
z<S?)K67%~t#&-*k%VusqYj*nf{rdm4#_~)I3>R{ks#+KQ{<*&H>uOL7=BeZrc3!EF
z%d_I%tpY7?o_gu%UMJ8Z;i&w*UqAi$z{t#YC8xjef&IUa{j1@P5y`4=Z)WCSJZt;q
z<z@Bl%RpJO7!+0c`+lm)79J5?8NEGk=j`e`kDedqx3{VN`}I1axZrxb{eIocU9Z=9
ztIw|~I{V}E#^mG67Wdm()qc6?{_;-o`L$(&pp4ka@`Wq5^6Au<pxzs((SCLtC|8vi
z%bVrQ04+>+*bM5Lfm+#lZ@+>{o6=WTR%)d(F)%E6DttkE%lm!5mp$&Y*7KcbvokIF
zPt74t^(T;~21sAw<6}!NE_PpjR6Kr9+RUw>81S8Gq^iGl+ugF;SKmk{Uj-FdnxMAA
z`+K&z`~Q9`-FEaxF(~RKnW|d#_I|mPCC&(H-kp$ujOBy+2V2ke+k84v@_z64W#8}D
z+k@7#ox5-U@5kd+Q{io^bJp+YfKuO<-|u!Wm$R)}Qug*%=xz^CGG=0`YL%;a(D>y+
zGyk<S4?q#JxykT_C}<JXWzdYr+ayru^%TboQLE>3iZ8vd`@S1gxj+5*LRigbMKP!%
zdv@XIUdh)B+y(AuEbe`kqd(QF(&pEdmBFjSU`<IU>$h8iLHPpIN%R$B2Nm4P3&LN_
zOrPfoYJ8s7-5#^Gn+eo=PU5L*y%v$&`{mi}{4i)Y8I;xT*Zp1!>Q?;yb$!3z-{0TQ
z-@Th1ojNsi6~YqdcD}R!@8@p6o3-tzMakqNj0_A0#w=gB_I|sS4K4pCG{h}bogTC4
zmMf^4E^6c%WBljm`Fg+C>vrdX3e2j<z2={`ftJACt$5sfRZj}iFo;`NeBRbvw&a3i
zX1DG(kNI`KGSANV{O<1V=Mz9725Nr3ShM+@7pV2}>+buy>7X^^R;Sn7{{3<}R2Nhp
z>P~OC*W>w!jZenn?l;hCb<fFap@_=!*SEK`=hb{V`4Y6s?`>wQXxIv9<$31OJr__l
z^6TpQx~a$Kzu$b`?&a$B`%Y!gxBqlP`Q`fhzu8ijMJc;pEb3kr3#yExG#K}G_E|og
zvE_PP^-|k!H<ZuXe!ue)G|CKWO#XW5Uq36o*#7ew<I8>4?;_qNf%2#m=L=tvwNFz)
z@wCs?;s2k{=Pxhn){BBv{Girw#`SfvbMHT&nLe)u6z4Nl7lbF=Or1VgZ^`xVACJqQ
z-w5jSU#Q}EA=>Bs{@U8;t=){d#}LDL9<FBUuNSFaVL#Jxo{u3)i*YZLA?KWr&p`cL
zzH5&8i{8Jw1qw=IXNUY_I`0@57z|dwe00y{@-pAm(8`*k37e7?WsD39f)LX{3Zip=
zH7xrWx6-@T;bR7<nNI%f)an<=l`d!~2-GXx_t`G_SdZuGwcDaz-Pu_T8ab3Q&AK9^
zsSO(Fo8A!TI$6!vi<ynb1Jpd7{H-3;51baAH?!_Tv-}cJYgxA70Apsq?Kh9|JB7z{
z^uhYV+i(8)apu6Y+4=MGeM|3EK3}@8_V+T-0>=OQ4smHO0Sz3@t^4&d^TY(j%^R11
z!Z$DKLi7YsndfVEbIG}F9M3lHHJq&O?+44k3o5oO*scItRs8DWV)wbZAFEs5fvP}I
zy19He{mF@mFJ~n8&1_!E!qD{yGzhc!{C3bF%*E%-8M#{)Y%c<hUHp2p`FvI$Xqpf*
z48{yH)3*AX4`^jE$js~OVx@Cz`3-MZ-vLcTn(4mKJ+Z*C88pcDI%oImb-O>6ff`O`
zjC;H6{{Q*BCnoC7snaWto_~D2fBnmOb~Qgf%=-KNR`&WYuU4;L=FDfQ0$Nh>a!&C%
zPjC+oyt^csfq^06n!ttCFE$>R^JZq}JF~suf+PFW`JgiL&u{DZdxC|pIqPgJJFUC@
zN!aHId)sNzyI(Bo*4fAg8bFX}j&lWVhtZnq)%&mZ%8EeVd+B#}6mH%L>hYY(j3RA3
z@_^L~1_p=O-%lyMKELsK)URgtXE%y3ZlW-)f$9j@T<+*p47Si%ziIP%J8RvoSAsx&
z;moyLuX**`eDYZQyAL)Cqx+5>G=`zRApGL}f8Vy3TySJxy136u%l6|DVNkOdly_eK
z{eD0Hi(TyQGT--mKKq@0+iQMr#^O{q28M)hpaiz%vY&VLyPfH`O0UOW?$Ta212kv}
z+6T16TW{x*i@#mKQ!&|jwpCw{w56PyqWSXUae4pQIh#DsZu|E3_VfG4`($sw_zOz&
zTb@kvUS?POYf0|5n`*Yd-)uInnRjxs`f^TTwJSRr85ja=n5w4M{CL=&`RdBb%Uc_c
zzXxU7=I@btJD(Q4{snR&XjH`{_tq9rpLNOhdsVA1K9{sCN&$@vpVe&wO)(r*Ua(yO
zG&p#;o!=icMJ#1gQLyXXuGg28x^*U<v;Y6c?S1i!h3(7E+x=ei>>Fsq&P5|;28IhJ
zva@!`Z@zJeTYnCydi!#(`u)|La{G_p__XZBjg85m^%GS;pH7#)yByw_&U9Qq$#1UJ
z(yQU|w!Lz;yV9adBKz+zUb;tfQTLzA{`PalqH{Lhj0j?2V0gx&`yy1tdkv_QxOU?)
zsm!yc*L~9G6uQka$qbrz)z+o_8))*Cz*J0)3aG%-VcgpV>P_4Ic+gz(WTN}C&WA}k
zKi_V@A7@;6=f}s#pU=EYonQ0GGj5vhx7dV6)*|jd&iuAhre}cq?y15TR_ENW{eE_P
zTaTpivUBg3&#$WjO)OpbCD9D3qDFTo4zj(PajBpRG%9Q5(xB;jv6rH<*G>g>q9xze
zf4v&M{OR;~yZ85D^BfyDF)=V0{N{KO`epn6zq+6%-OCk=`@BFsPAP)~2hfOX)&IZW
zrSJTQPH%umJ*CX^VnFk`pWn_*pEvVyDm$p25xTJY1^!~-;NSB$pU-?bEdS5oFR0xL
z+QJAPECj8~`}bwJ{n?M3m>C!hvP)+i?ROUjbq8$!{doNHf;0cxo7eW${syhSSh6ws
zxLL*g8*;kuwz_uz<~6@_;l*d4c{Y~!Pucx`v-!_|PGPkrN;53p&bIs(<7)X#GElyB
zW&f)yt^xA8%k`Rmt?;g`Ii2nvd#-oa75CWOjdrJ=YE1RIs>k(zenXt9eBF=4SyrW4
z;Hv-a$KTxgdoDbvy;uAFF5CD1x4odk12inW?DoCo{`0RqD|sFER!F29WayQpcKep<
zy$S-^w(H9A?N?l5UoF1y)v)l<kt=HxQnOaGd<oNwdXc?-m;Y=tUC@S+%!RFDUT<%0
z_0|oHdD+d)18Ob2y0tYs>orWf-q*nCzkW>HwZgj=VtiD5t;^}kmd|l}t3r2c{HbTE
znyRzs!=cP|JD+)hTNZCWR-d0|E4{}*XMM{53p<OS*Q{P!{r%la(+>Va(|#pdSg+{M
zU)c@v`K!fxUq9-W22KY#zQ#Lt%er3|isE$CI#;8VQGTz>{@7()SitsP_;&Vt`FFcs
zuXFp(4(j4vXo_>a__gLphhQdXU^IK(&NQpXJ;s-ocuxMb=3U~C4-Z$CzrR;0Q+cEQ
z|KH0G4mMw2xqRNNZFh=JgO=1R1$ED33l6e|+6gf*Fr-auh;wyr=kt}X`QT^;>Z-fs
zgG%FFf4|+%R%?>BudA7Nb8il4l07`GGS%wOhr^c>+hwOsi%gqo)BO9C_WC)uCcW4s
zpMCuL`(5|LR^syIm8EtwWN%G9vyz{Ifgv;<Jm8FLn{{aUx0~t9mrje)Dt&oLb?w$`
zQ7<RD%gucFFFd}s6x1X9{O|AY@BZ8GRb@k_B0*h!Z*JW!0iZT-)u)r{!O<({r_Zl7
z1NB}j|66>E*tLG^$|ZJsdp;c6^6%H{<)CTr`(`&&Ccn4YA5~m?q*{4e>6?3dt3exE
zKc5n;|Mz)*aP&VL&F)m~$F`f_Zo9o~TZH&xx8767<9~~N&p!S9*z);xv%cL-pTFfs
zQukBIS<_?7Zod4tH&grT#)oave&uyXbf?wiu72+R=l3qql;h6l^Q^zVysQq|oCWGP
zdF8Iv+xPF+>ykGck1ty~J<jUAJ!pDMDKNY6|KIP+*KWI|1zNy4|MSMGOXZTrX+BZ8
zTd#h4?zX?~@2BV5Au4Hw?O8itty=9h*Q!(tw8wdA`uy5$Tb|FWp0=y}eO%T1z2Bwo
z{Gb2-PdX@xYR#?rbP_aWx~}BM!}jS`Wp5%tD-g23?fmoUwD)nDVxO0Xxb=HPxx5}9
z>($;m^;hMSiSAzee_dVgRsZ*Oyti%jHyu!8e(AL(mwx?t>0cjZ_501{&z2wld_F(D
z>}KlppzV2gz4G^d4O^*u?Ko(75>%0Ys($`-dc5A;!ef#@|CaoIyM6ktq}nN<UhvX;
zd#k5ki?9EC$?SGca8`F|;mf7dr|l|x8wDBO12rdBZe6j(PR)N_OjL5OsaJH)M%R}I
z+2zkXKQY5F*$Xr&1+vOrzBc6foeI#>&vf@W=D8c~{(YLhe~MN4yE*^mpC1G58;;7^
zc+?BD%5vq}t49^vWr9Hc>zC7_^ECH<I;Fj|_?+c((2Uh3VSk&zEZ)4mU$21&7yjg@
z*DT-j@7L?}9sfZC*|XB;ReG_@mIVCU{%y_Xb6KJP&l#n2ya>5ED|=n!t@Qb|S#|TR
zO0)hgkhd&KY5x8HiMqXJ?#`#vO1FX1@6!4I|2)6^R{DR&wl58FnSZZrdosy;+pY#X
z<FA6C8H-DQKA(>V4c&UJJ$UAtyM#qS!oCYv!(J<&>nyz%xxD0}tN2v69*K)tOjS!u
z1s%2Z;<koOy>@)(^Lf#~?tR}EKFcW8Yo+O|o9Fv}Y*)4Ow*UX<b5Qh}{u||sd(BpD
z)@8c6>-D<mtn5-jaWznJfAuD4tY>Q3t<2>?*_Wp@$cgKK=5(xXxADnFNg1V_$kCHs
z+o|_1<m?p9;7gDD?dR>5oxU~yzTJPjvNt!NB~lxY<fRw?a@W>HZH^3-kFWXY`mS&L
zgC_1}+v4Ou#wLGxaq;C*@pvE57Pzd{Uj<{0#bZk@f`@*tE!tW7@#pjT%T=ex7?oeY
zn>IW5(}bDZqU1qqbT2J%Y%UW24jLW;&0Nf_c+?4MX0BX1TXg<X@%Wm;TZPAEKL^a5
zw$AeF#&cG$pZuP(yKeulSF0<392SetnRqKI)@Png<*tVY7vKIr$S&`b8yNj--l;dr
z3xZAM>wYBu+aw%cm(_hAw8Vz(z3^@AoBP*Z_0Klbe)ZUV|4&~z_ptx+=eLE(gO(_Q
zrZIw+`_29I<KpIXR@$J^|CPGe+-n+p76=xLZc#hCvRlHt`lRagCDQqO3}XwAie}#0
zl4;qp=j*j-kV2Mq+3R+y-Pdor4w^mjv;BGnw7q-zwttaQ3%`H{oj~UtWbw`lmbd@=
z(*N_(y<e|I>zBT{Vc5UFukaUWF&-$+9)1SZ?)rPb1pT|S1JpsSQ3rJevbv>y&$CKA
z)bi!&^!Tu~F<W$)tS+d{DY@iXskGts`u+Q^`qqVZ{(L^)-ha-I7mNFs3Hw<nf*Kl?
zPP4bAJv!0}UZDQ4=3%S2UvBIcF@AYF8-E##iVqL|uvSlW74rn`x6kTU%5XW~#jUpk
zyi6$b#f610%lH3|1+C`{iWV2&n$&a+G<>}^^y5rPTdi}J&*ywOBJBU<`)S?ncP4?>
zR$aL^r}Ej%OwcCA$={E)f`Z-r?XK7Bc0QHOn8$Z^kNlY}KZ0zo#}qI9ey@7{xo<!A
zrk|h3dry5^_@?^k)$_0Aq`i8~U;o3I?*(YfVpQtX(4gpb{XZ^=Y(CY-k$m3%e+_8d
zDerHl_t%f7wAU}W9$#;J{#>;6lvX}jt0(LJU(~u5W^cVHwBW&k#+Og0$NTBV7Qa$X
z%j>u5_&s&)hC^ICOLcZJx(j5kOndfchDm17z6+9TkFRwtex+O$a)fnXk$%&T1i{kJ
zo9F-4i9eCK^5GWCQbF-gNok*F9Q?Pq-|p1jE8tle&}O`qx>;|kL3L2^_4<siX+Jrg
zRtv-zEJ{^6cJSK2CYk;2*?!JR)o=egmn_f9`M)j9er;s&>&H(f`=47YwegL&j^VYa
zGpjx;zY|X8xE)pNl70TNzx~{5;VJpi`Fl%$fetjN?<>5K`}0mm-nu}0!I0=(&#oNb
z^?KcGeZMLCw_5)Hd2YYcE~?04{>{(I(=2<>cmMx;|GzKTFVBou${#u{Ui>d#Z{xP|
zJeTuZ?(MB!4jQ%wtq-Y`>)y6Px7I(^Y}GfN(k;0g=eX;H8f9Hsu}9|U`MPhL_snsx
zteii${NBzlx9|VkcFrhU)~ZC~??e9j6Q|Q;ORof8*4-?2`rwf>Z#O=1pY!OW%*SdS
z-pjXMt50L=O74w5vqs8$-O=-)B)rme#TGk1tCvgm#GEm`9uu72xu8>6ecG+0+Bp@E
zI+t3%-(#%bD*XHSZ;gBY8&wjc*Yy92x~%hV>NQs#UrBG*qdPzTc-%i7H1WMBBuHoT
z6|vXJe|~(doc5{q``ztd9(C(a%iH(!*(K1Rq1C@1kG*q$?%i~+>h)8}mC>`kUMugb
zKJru0d)Bc{Q6G2i0v*IKHSJbZtj(VfhnIr3iPo3hssI1Cvh4T1+TYXcem<ETlr3;y
z{M7x`kF1|&E}uKCz78}ndw;RsBEMJqo4>t||8G_A-@7zUceC44mXcL^*E(X7I#r7%
zbUn3wba-D5=&%Ft;#|<ckoRf5-8uK{r)}y`h^ybZ;D^B4`tJIG=<2^yrcYa4-~BhL
z+v}C`v{~7{&kvos=Dz0Xt@ZKyW%h_gBs78w#81;VZu?VtDT=vjX=&jBM)oUjZZCH4
z-}A3LJM#FBozIVfyNw@vHVApIn_F;*vodnuwkUc1Js+I@{pm5dB^4SZA7B5s6g)4z
z(8kXH_m`K!zmDqHUCeUIR4p}3J2T@FXgTD4bx<3MZ#8HtXyw)&-|tmR|B(w^*ZiaY
z@B4_t`Jv&lrq|<Z%8q;w0`Gu$le3VWfq`M)Y(tWd&T)|5{;*AY88e?n!ZzD~D*_h>
zeSdd1{q|#Khit_K%om=$*>qYDv_#<YUC?~Nq4rpY1z%qUyk%l=F#YqP-QEXu`o!E^
z&=QR-Pf#-ov`6Mj*w(L)*%y4h*u>{B`^wJZ=T|nTpSRk+^Vuxzxn;L9K{KA2_bQ+J
z*8ck9x&Oye{Y%g1*T+5I2g)?X-akR>8bG0Kl5%3gmy_!ApG^Dt``vE+xs}gmny&q{
ze*eF!edmqO+e|jQU-Q}Ie$D5lpbBbk`8~_p9}nA2`*(uY#2BBmSbXj?XeT%*q}Tnl
zm3x1u_`EMD^XlE_RG%|pe);mbWv9f&pUta&x8;n{X`k|k3%7YrR$Kb;aQpKjoozRg
zUS0|IpPM%yG};2%_6BOm|E#<gmAw|U06_BEb5OIh?%(J6&y!zYTIwBD`E=^#v*!0>
z(&vMY832`LKX*Q6ItdzJ{Jh;=zSaa(Wr0?s_<>g4gI4E(I+$~Ro0t4~_~UWEKWH8m
zwEg0;T=koYpknOVuGMcBb?covFPj=&_w(sx%ja{94?kvX$P&1~xM141x3`yr=EFcc
z1bjg&bwF#kKxg>`ef|y_C<ZMj$~-C>?vs4H&zIlsN5ZYF)oVd(nTieMO)>&*6`!{)
z{?QZN@`qzR=)@E7P|cf-$1lCzet#Zl{n(eu^ZzV)^vN~h|HuCNIrHj%z1(s;Z}(E=
zJ_{w=?{|v9ix5F2KHmnxBI(bd+!yb%<Kr>u%X7=`&1^3JtFY(&zTeN1cfVS-`Vwe2
z*BAT$pY1IJ_J6tL&1?5;OXlTIN85K46dn}~fAR@bQT}XlzbPJHGx6VtcKaoudEu9!
z0rbbm`_GFro>KFhGXt~>;PvN+?egcurMBHj>fTf9cKrYJ{eM*1zuy1<?>l%14K(q)
zuK8Bde9+p0_u{1`k2=+#Rdrt%XW&}O!jOBWLr~eP_^fF-DDkb``F6u$KHhiLU$2Hw
z7mLbRIO~2puXI>c`Q1|K+BXNA*{6TIU;p3gHmKsflr}pzEdBQE{C$yK^=<JrACLa|
zJ;_@y((3P*%dg)UCmd+F6zDD+`nmc|J*Y&unZA1MHZ4%i>TC55RHTAWlK6f9f86G`
zi~H@gK%?lUsi5+!=<c4s-)@(_+x_vF^mIPkFBjP4zxP?c(*PaA@GRoh?k|_Ti*Lr)
z{d_tr7c`&&Ix(ns8fc1f>Cfl$_m^DuH9z~|$MvY}wV-vG!RgU^>;lVEz4iB&yae?I
z-<e99WCSce&(Cl*fyas=_Y!~Ihh{6?wHH&Z?tmtGLBsg1;&C3JtswVnKKuT9wR(LK
zcR@*Jzu1?Iz;#E0{cWd$Ryy6;x_e)ET%{^#d%JJl8q;eLi_g6W?Si{i_xo+J_K&pL
zxzj+cSkMTgNyYt&b(+D;p6I<!<<{Gg5S6#{X;xkTw3jb<1NQq|d|SJ)RV?d6;bK3~
zLIFuR_bYcVdF#i1t}a<$|Nrmz?7DtA)^_>2ioA>cZv)#_e9p+6fAQn~ACI~#C7g0W
z-RpNh1KwSdKMq>9@O&O`>c?Gf;Z+P8LX5HvW|~Zu`|JL`%IW_22z-#zi{5t^1mhN;
zE^XP(u}#n@c~1G#B%bP$=Kj1JUtI%q%h&$j@Ahcd<OQZ7?`|#1{wbZmXCkQ2QF1-D
z{OP;zpmjg*{O-vFUVAZ1?(Wg-@<4vx*aQyWm6Lx>-g&g*)2-vucW>MOda>BXC*h>(
z^fSdQM+zEOe3z815AIWssd(60s^`=4>o_~ZRnV@hKlOrM$u^}vbGCiEmHk}oA!z$v
z>9@$#siC0R4(Zw+zqwXVuid{D7M;7*W|^&8Q+GGh*8HajBq#5=I?qHm>OE+YfZ9~+
zchZdJ$Lf!}6pP0cI5z)w<t}4+3hEb{-cFjd6I6bh?muqvQ=@)M(sli8pC#8Pte6ZM
z@;&!BMC;i4|DUGsKlAt;=ui-u3)%jQuFuH$+t2wdYxUo1pQ!7r!@(0Ne&sf`zrW>{
zRWc@&30z=&@W1<l*xGC9b4$bcN(>j?tb9H<Jbk`1zpV-Tffr%2!Yf?Ef4tC&=bJ2e
zNSVPsyC$dmfV}Q4(3uaQ#d7=dOLq22o-MyydVQ9G{NxiyKih&%n3-M4@^0Cd567OQ
z8$OI)^H5HlG3nWt8Ef|_USyKn%b2ui#|tJo<I~5_e7;x}FD9;<6!v4r%fGu`uRATy
z2^z+`^Y;I==)BAig~`Xh@|xXHDBs#2_GgE`Pn7uNho+%ET;j*&C+~3m>nb_xlF@$9
zEHP-yh5rw+$v2Mny!*Jzg}e49=oqlm@{|7`b!}O3f5uC@v^VSxN`fHoN*g3N@a0|<
zwVlS<eRIF^jjLjeW@+~Qg-;EyS?)@7cX)T<;eWT@qi3E7u1TKuJ>zDd;gyR`(z-_k
zk0sBk(0N>TfRTO4ySuxuw>;+fCs?w$`!8tz?)aqZa+_@zi~Zh_za`1tqwjg&&Fj*|
zr!<!@`FcIxzI^BXl*zuAKpS>J%ipYiyHxZx)O|R}{#@*phIdRvhvX&c;<sC`gEy1>
zRC1B2K2sCFU;SW@%Za{ge_rGYcwcbMuF{$NEmrBo@sI9%kJmna<PcNR@$|~6q?cPG
z(scW@U)j9^?Hr7{z^E~&%rH1+D>oy9!RjMbuP(~kM?GO&plawT!*C(#sLy*tp2QOq
z6nB0<5dZ(zbsOROlCA6w)7-eN7%n7%R}Am|x1;d!r=p6Bs`k^eZ|CiPyDHX%VFh?G
p1OscrBn!|?9>ZXoh6?)n*FLFBUFUD3!U@pELr+&fmvv4FO#pfs8t?!B

diff --git a/num_resizes.png b/num_resizes.png
index 846f39d8f2c0255ec76af8f9b78fac75d6edaa1a..4d9a4251189e3cda56171ea4712880874182038e 100644
GIT binary patch
literal 20013
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz!bs3#=yYvQSOW?0|SFqiEBhjaDG}zd16s2
zgKuI<K~8>2PG*uqS!z*nW`3Tro}q!BfsR5(Nl8JmmA-y1T!mhKQM&$=qKF~}1_sUo
zkH}&M2L414W?W&vJd=UJcc!O{V@SoEw|CiRgk1e=|G-&Xl#yGjE8{@l-HapmgnMnj
z<>`3lB&;#a+OY6g)86kA7d5sW5!$^`{7MJw?uZTUjwT%j|DRX?-+%Ls9=Bd<`nh-e
z-hbwKb7yYRvom`)f8M!#tL9X%r7R2#3?ZSnU)k9*Ffa(PlrS(boM>p^V_;yA6u7|1
zz@Wg)WW~V1kmBIL&cM*X!|{TFfnfq8qbvghgOS1lW(Ecawoy$A3z)Yk39I>dET2>4
zwd--8^{QAA28LIH7aGN~`)$8@Y(8&Sed_G)_xonw+LAeW-L6-wy6nGCbeEf{xBJbe
zFPrE8%~>|}uYdio;ElTJf%`Plv%f#L|8M#CiMqY#+gn?`PwVfmIrVi%Y{kRYU_H62
z7YmdAcm7YGCSUhMQMT^K!<FId<5uS0-j;b<cl(^o{=0KRA8%H%JN?LVe(krLU3U5h
zrf|GC;PbP{__WUECH(e(3O3zezxkZi%J}_tp_<aAcgt?)zSOV(>AmasyWN*<KA)K!
zHOu<_o?wpoUG@Jy&v(^`sr`EO^3?FSnSORZpRAhtbaB6(*1gr@aTSVN-NIuET?;oo
z3E%%Kbl0y}t1lmDWKRE898++RHPn)m<3LZQee-vAjUIXXeJ`wP-|c)Jwp+tz>DS-u
zcE9tg{r$~XH<0Da=kxaa4^H@ZxBULnZ*QZ&&)>r?SFs>t?cP71P6r?FlU*G(jpIc#
z8?RQ>sn^?|#8<ssnt5r7=gOt~#kqAhI9R=2vw7AVOQi+pZNJ}f?Pp<_#jpF~fRAAO
zrpMi-H6Qah7jeJ(e!qTxRM1a;yB`m>JnGV3c1@$IV#~LNe=nEMUv_S;b-3-E|1<bx
zt(N%BwOTsuUtG!SYr0!g9v|ynT_(8c)7$O$!*+8x7%MJdHa;r<??byu;iDsqME4p#
z{MaJw=TZCXi{`!#ckQS<_E8VByWj5r^Hjfk<9zM)dx`}0rbVXBoV9Vm;Wl3Fb?!f+
zGM7%h^!dE~{Rf}-{{414^Kq}a-{!Ms(XVc9PPh8^<8koHkXbn~UtcbtKd+5PGAMXm
zcwFVuAAhsg?+q()om+g)vio`0raN`N-}bJWzJA}YRT&3g-P)S{v9;#=-E#eHrYTkP
z)6=H>Kdrytr(LcpBXGW9UVWeCGmrg0j_P0P*55Z{nS1j6#{z4AWv|~`_Uh77?~i-z
z|GxCU9RL5<^;!4-zmEU!bvti&ZdAs?)~@4Sg}X1RT0|W^y{K>TR~whuDf+?E&2qoJ
z_Z+J@S8?|B`u%lPpH8Yv%N+W6Be{R6GoR%W2`Pc!7sH}+r`r8~v)O8Uui=`F^Icb`
zzFFO^v&rLD_WHe2q49z2+3R+ueY_FKKRa(%X4TK9)1~JGE4EEKGUMqF%TvPdqh+dt
zh1V<Y+UlO6b=`O8@6TK0`upvEWkjV;4ehGcJhnN$_^jz<+xRz+Kgu1gePk#eQ*dz0
z?Y!Mf&)fgsV^R0mmaqEV&gUslGc$Oqru_cC|9|brd&eK^?)&lR=)bt%7JB>7G4oj{
z+^u@O_UMIKJKkRM){o_RozcT@_hZ3|+ZFOvUtR?6X>0p-QzPD4_p;#<bv^sCHFiH9
zG#~vPUHA6s`7IT`e}8}XFFtD;zLEdv^IN{=cdtB1K3XufLOyM7>9s3+tG{o#7L_e}
zSmM;v?&I}89=2!CTU@sD(O*e}1P9+*xAn7v{cX4Uop06b-J72w*Y#=N&uh{7OMT65
zF1gWOey{TR%4?->+&9V}sT28q@2GgZ&C%P(vU_)RSaqJ?C|h<zaqs_szgHSQs`&YJ
zeSK`rx8vEpk3VhS|MzW*y20bxe;bo++BlDHjI3LuQ7&WswSWJo3+tZGt6o<T|H!s0
zS*zybQSr>{vE{mU<)`X}9~Ey~Sm~MeB%l96&DM9%SQ3_X>f3%~wTZfzthDI|ld)>`
z`@Q9c?~L|U9GU)Z`MfGEUO5|!y}w?qemN~VZ)Ndq^ZPZ%Z?|0b%iRC>oA>TFo4h}=
zmTf+3<}Dsu68N$8dHMd|v4y*L{4cwmJKe2MCbHzQZnwUl{r{imyFD-ZS-;)#sQXvp
zaoO;eNgS`Xx;FfLU;lshx4Y%{ADs@b(d^RSX_#idYw@wyUHW<E_bQS<s{VU6J6~_#
z5ns=icHM0^7X48AHT(V_HQk+0CLMj<t)KGs?1|53dOjWZ?BOsKY<ax*&y&giUHWGP
z=P1AMfBSdN#P1gSCb)I<3Y1<6bQg_}P_{V!TjYK9kK6bEg>A7rI{g)gp1=Ly62mD<
zheH179r-7?*Zkey@ApdHZoU35<L9C{C4uA9pGZuXUAygL)#L8cmRX_Uv0Kl*<+u58
zK#Aq(K4C^xzZMsPJrCQYv!YzgZ)Gfgbh`FR@t(dNv2$F083x|Fp{{ht-J|Pz)x%ct
zWv1667O&{Om1z3y`Ht8r`hBgx-|g0)TX;;;HK60y%v;4VMJH8V?;cfYRBU>%Wl#9i
z$A)?0jq0all2<Cvajoe3Zcy|2thwvmV}Bp-?TwQbJfj?Oq+0B_qfGU2x$2ya>yPDT
zPhY<9amMGf=K4;#Hu+z!?R-A3`ch)MY*@?sUw4l@uIR4nKi|gD^?XjT->tOSxtCT1
zF7Eo9?)9j}f6kK5+p;AW9FN+`e-*oXF@4$%`$vZURxg(<nzv}4^A%5v-)}Z|Uzd7l
z#`NUELg((}Pw(shR}1o-PO5O2Q_yAAy{jiq@Z&z$$YlGTzsBEga-4OSuPrH@U-^9Q
z_8<1&)?2Jw{O-|?PT}}|`+pUMe|qI?ckOuprQ`gS8|KOTduxrIUQXHb<&wAQaqm5S
zJMv|spBh~gD=j@^cwA)u`;F_}GWs6dH|5L72fywVn9o@#r0nN$WZ$+ULf#_lt^KN8
zY_GiY{giyX;^$|rS0+t0f8@W){{A?_FuBW;HLF`ePMzU#iqoIBUDw6b9Ui?8muWBD
z<5sEk#r*1hmIX7l7|%3luis-dYlGK$o6kNk*KWV3wKf0#zLE=$>{tKPz1@0UPj~N^
zOQzT3D;~B!`Uc7ybB|kox!~LlN(2sPx82)YEq+_B{?Er*x!>;;`)^!Z{QTU~@As<L
zr~N)E9v_oa|KT8e_O`eCe!n}qjhWwOL)z^no|C;mh2YBM<9$od+x=d1<J&pw_afV8
zC-+%;&9D2FIk#x-{(rxgrcR4o_T~Qnf7{O`e|dj@|CSevy8X81<?a1??NOn>_1i78
za_#?oaLznydR=Fm``xoW&u2<L?Z59o$D(l4@wZo22EY9AxPSheomtcW?s(j%z0LP^
z^`EQZ@l$t|ybOvey&CF$zxI3V+}m!Fr}zE+cKc-9=LZLyy>oAES-F}2&Hn%YN>2qw
z=kym%%iZ~O+EF`!-#Itk<!eKxq_5q2ZC1|zdkM|Fucl-^IMBGX?CmYl^@?|jPV1T;
zKe$E0x-4g9^!B`^wcl<oKliQQ{@;!(TeGiQ-9G)h`0aP)H5(3bEu9(`_0oO5_B;FA
zIh(KEG_yVaSh?ROXtVCO?Kj-({{OyzJ;(anjpXjzywYYln~bKsHh8u2UtP%VIUi%b
z_AeIpx7m2^ZQa+^@uI&E%+B8zxmh<){C)P@T>X7Nk~aRmQ+$4I)?Xe;qa{1;_L|>|
z*qnQ3N8!?awZHwo-4uG-U35)+etF?f!>{(@%eSnr|Nr;<(z?IDre2HA-#aTef6qrZ
zP-AN8+HJS8HYIQSW+&BuKOoZ2;$cgYeZ}9e*I(z@e>$PuU0Zc!Mc~n|6??zNf1hH<
zeCl_aja%}OkLIU!Hea!<i?4h-_0i94`NQw`{m$F?cFAPFRmK0O$5pNT5glA#UAz13
zw&=icUfJnScV)dXv|D<9(cf>k*PFavv-#T3p5Chd<9l8#>V9?S8>raZc6?u$*!#pi
z`;9;6GhNv8@)6$|lZ$svcfE7<j@@#^CsS#?fUdw+*VC~-j@$nWO#dC^tvfX=I(O@=
z*H5RN{dz5Wea6p~`)#9|UU!F0_!XP5xKt}jKD#??+pW#B-M7EbQ0$yGdt>r(v9%3_
zozo^}XjVP$HJ6&RbKke@-oo=+qs@{lS7)qTnd=5>T-Zn5Ic>|oXsTJBu&&F+sTDsy
zJhcCH=WBd<^1a6yZ~KZ|Uk8-jU$eIC`<EBjqIRz?-qV(0*<)k2G?6!0c)k8ECU@_U
zH=9#GpSQ2Sm?f{f;i6Jl^p<^B^@6wjI`(+a_j}bxzZPl7Z7Dex^|@EHRA6nj^}8L(
zXMYP%zu})Wzc1|ZuSMo=xq;K#zWqKnW8UM9cOJ<m)pyq}`S#iU^}V9gy4Mr9?|;!*
zD4N>yt0U~~uhgDeg*Nsp+YYixi`a6VnigAjbJ6l6{Z|8R{NFHNbY7qn)%bYt`YE@5
z{{ppgzkIzOFa9<5w?xl8y^BK9y4$x_bDM6fTYTNqCT)w@^?T13-AkHZ_hh2`vfY1z
zUmpz=J1=Of@aV_tzmjr$IUW_S-1dS~aJ{MB;jHPU`+h$2?$+Ct(R|!J@{ay1t*AAN
zvny)9zJ7JQ@8hrc{y&XP^TgMFyePYO+Yg^!MVYOx=NG(KyZOA`?<+ao-wXc#{hmK*
zKc~azCEeBr!GAyY*X!&mI2Q5c#k$D&nwy>aDqquu`t@T3i?Zq^xwh^<&?<3SHt9`@
z^X<ppxw#)>wmL^d<ZL|J^?$K+a_+^gyX(sDaWGumYoy29x$f*m){TlEqaJbB|J`~+
z`NEkq;KD+G^T)cQXU@Oh^Vx5%;nd*QVs|DS+jrbB&h*a>qne9PEe?5<OkDT>pIgJs
zu#2u{`vR`l%b!wIe5G`3`?TFT=3C_5c5puZ<TCxCg`-ex|Kii7B~$wugc|F!gy$U<
zfBT7Zd7I0IHM)K&SK^iQPX+Cdlgf7MKi)Ra{@(Q!-7{5B3EVxqcz0Fq)4Ye5gO6$2
z`d@MW`{3Gzx=SICSk8B<&x_Ep53hbx{np6!@3Cqzb?;^FZ;Jo_`@Vnqjw?wuYCioI
zl9I)|CeMC!KV%Wy@Va}K-h30S>85svrFP|ZY_Q(?yi+*0H}=`*<9#2CwtxO1E&g!l
zKhHhC=DU8}8CCCe?9=_0Uw8k%majK{ozHZ^hV#V%AJIgMW4B$ktG4v`c_v3+TJ$t0
zYTNbsCRtHe@?<%ma!yVXTK7xWI@LJ&<ffTlZH$BdMF?B(<2W|s;fyaD$JV=ZbaXCR
zR(^8z%S_$1`hFrgJ07;Vc3%>7mkI2-*|TxR#VV2H`Py4$uJ^yq{}`1VlkH<veq6R(
zM7Jeyx}lxTwyXA@!C`v!bFOp+#Kixd`FwdupQP#H<Bxk}%8jE{PgyMe)%CZu>i*&x
zJch^SAHVU+B2dgxk16AfZeaDLBa))OV`PF2zdJdfQa4!sO-edwxA?g;I@wc{t2|9Y
z)(2ayo0YV`bDmzIlAhnJqdWe;SSqM~W>L9wjoH=zI;;Ly+URP1-Oheuas%I)l8c7~
zHorU868`n;ySux8d=k`Eek!&>VDhA+;tPKKJtJ~nG&cHlyw%~?>-Wd~iLYPw;@2tN
z_a9X)ch&o?uF(B{zrNm3GUToPB*Te!&(zG*oH^}yZ^6!YyIzZBr(73%?|H_{PFL!;
z-1Oaw{St;rUGZkgMk_1!Ckbty(XyfJ`iGaiGcOiN=tg|K-!5=BL^<Wk`-K-H3?&m|
zl9E<)gc{xq_xU0^Iofnd47*|Sk25vzrB`eA9k1~HIPct=$>xD=5`99kwb|PjP2VkY
ze$Dxwia8qPESqjU&CamzymqxMEV)DM(l6UGDeX2kmj~UGt+!Ukx;U(l-~Vym(I>rM
zuTRMLkv;zRvGL2}-?kTV7yZ2+x&Qc~EnScG4`uKC?veZTwbd!9_wHZ#R{fQ{cjI}d
z!QbTHNy$fZzFj<Ov+M40&ncT;6q@M%jwm_ZFK4qg`r_iFdxYwR8=f7MC`nk>tsi=^
zOKx*g{hyD=OY6kFKeYTZW}RR8Z06DbThq1XMV_;Mzh~C`$EV|B`t|J$lRsZ^$>>^l
z>Z6sERB(Jf=e%E!wjO(P#8A2X?X~4I8Y|N5&Y#h!-y(N4Ke1=ys>{abHg0@hc;=Bz
zqjuV+zMIdpwWlw=vnq6V&c|Zs!|IDtZGAE&cW<gVQ}J$w?apro?Ho%5S0#(R`W1V+
z-lwE_ZG8RH4_7W2#im}g5<4$yD<LJd+ivgs+GNwCA0_VIPQJO~m+^u2B3aXKd$pz;
z_RYR^ys%>-i=b2TvNtmo=c%XtUAK2lB+JSdyjL!y$9(Bou{R{V#6SPdrTE}m`j5X}
z$y?a>*Z5fAbunl4M=C*E9$m}dx^^$Wo2+@re#3P?JJsiD__16O-`;<IP0@@VqpR|h
z<<|Z-R+2OR_PZk1ux6=F+TZo@%hqncw`)f&kL=3&nxkJi&IAjUij<1lMkR3`k$f9?
z@j`mwp8uDF<Uj6uY|($!@6;n(9eu%@S3rU9$Zd5&B`I_Mi*3@nN?VVAI`$-R;}V~m
zm%8PWJ*w%8T21!(xN5&UBcdB*Xy|W~?z2lYRyFz2>WD?TUdaa8-THolH<D^U%($T*
zWu|oEsQ8@-qpYmgEytg@Z1nLf`P#34%P`F(Dqc#;+*bL#vGFPS*U`tt|IN6fp_b4+
z?e*(*yYqHMF-!lJb2sRnAiDPSM!BM%>wRInHG)|d@2D-w>^BgJwSAo8ct<@-N?OWa
z#=Ew4hL6rZj^pC5A|9<!G(2Y>^>A@slI6M=UUKnm%09=7YA$P?l8V2QoU}zFf6KRH
z(?4kBTe6s|)XA$CBo!Tv=+ikR{X3Oq`VIf&|10Hv(w8l>kW2o#nPcZhn~0Ln{ohsF
zG>*tHZL~?UNxu@<Q`rByaFW`g6q)&7p9gBly9f6D@acT4@lJm7pQD`9B$@)NopwkH
z9(TV|`sGT;*VT)=D{I<Jx5Pxe+5Ax|ne#Zu9z#8wD&Dgmk&jY5=16oN?@3lXCUN|u
z^j`0zGZm3B{ku9AY8X03w%o`ltbaB$y=&vIr%P`yx|e*vtJe0N@Iw7(Rvq8f?{!-|
zJMI1C=#%ckGsm;Ltoq`N4cEKxX)km#^piP~-91_0vbEdZZ5($#?v#1j|5)FT>&WLL
z_q%SbH=SpEO5Xc`>&~S4J%3fB);?wl@OdLPpEp=YeP2?1=U=Nl>AfyWAC8?oK7*$y
z%X`aJ@%h~!e~KLUt~us1_sBm(T}S&<@~8J5Wof^dB{x6+W89ICf%~sJ2mkeDnAMo&
zugt$?PU^K++WLEg>n#^@3ad?F<CO}DN}1^DC2Lip@%7c!)g@N~-LFRaE!#6CP^U92
z-X=|F<<$$9>_Lr+*EaP!>LT8mxmzx}9SyShe9k(5<DIa#PdlY{<>wauk64$!@8>h^
zQ@al^aZjoHc{+Yt-maI+<k!yE-}htDme=cci+L|Nx+(JGXYinrQ1Ip7HpYwp1b*Kb
za_!IO^YJ=~+kd@UJ$+uqqt27ldb7?LWncaz*M2*H|K12Ijd|v;GN*=yX~x$7{aQLL
zzDspN+WgvYm+lmwkJYgai?do?W|_pfJ0d85Uga~*Y4=yfF8g(QP3yzM?bFTfRXl!F
zn0!B?{BG%MotNfY|L*=L6!I|w)ELWL*ea$qP4@N0#qNQ}&)faZS!wvFaFNc&{v)4)
zK_g*rHy)QOeRuzYQD*R}|7|`m{~1@=m~Gh-@#Z_bOo7A3^+z|QbL;I$`1ogj{lChy
zxp}+aZo3rZtsAN{J@oh9HT%y*Ra)+f__iwj{5)65<e4jP+|SnUHeGtYZKZB^SiH{f
ztv{d57XR)1CYxQprr_nf-S6`Xc5XC2XR)}V_G8`gk3#RS_ULUc`}uUb_<CKr;!f3R
z8n05k-oF<Oj|tS-D8Bvey}i{RXMDd`oj-T!uSb8omNGy7xAnB>SIPH<I*Q`&{r6n6
zVDq>C`z0xJ`=*GlqS?9IG+!ytQ=TRwZJ6ZJe0q)PmVDo{hxzSeboeFC|DQbn&yt8q
zIbQ2cr>RFL_nLM+@9@6jyXU;Jdtc6#YN`44A9o6rik=t!E^A-+$3*t=!;Qz~wEw<I
zx7W5?ofL2L=fmObY5&&L?$+G9|Ebm8%;j^tzN_|qw>bB>@UdYVpRCp8f8Q9+hR^=7
z{FXW=1H%H-u6O?~{#J|ny7)TJg<YI47#IQ=Hy(+3D|s*ZT;mL3<zpw0&(SqD`fYu|
zNTQjKfkCw3K_k1EV(r$eVcO63bX0nRx~EBd_7w23=t49H9g$3*6X+u(zB>E}OWppz
zZ}TrRvdaX#UBoyOI`V(b5qZpi@{z4Zlhu5^<ZHhKg2oTCE-&-l+Re<s5aQWWCTCri
z^Xlg2^sL)qw{!VezJ#eAs$3tpcU3G81A~I_`~Cmxq6!YOu8!ql`EpG?>fCAehcd-y
z0^dGjU|<L}N;@-S(Z_Xj1XtKG?wzVxp50%d2bx)E+xP6S1M@&mNW5Jg%fP@e>sa*X
zHIWyezy5r4f6zItNco-DT?6DxSMnDvU>%(Y!80Lrug7POg`sTm8N<wpu40~Zt;_vt
ze|_;(pHtwZHP!2?o)iNEgYk;LJ$4LJi(jo=zKmOck3nqh*Q=Q?mrnNs6)(4n&)WuH
zUl)7XkzF?A?IT781_Nf6FKJIc9+&rz&e`aCtK_n8_iJwbJq5e|{d#@*vcG-o+eIK%
z%_W8TZoj_2pZ{+E|9@Y8y<RVVJ-+7S(JwC+_b-e8^GF<Ow+DBXaS^CfXPA6!iR!cn
zrLEc5*GWvSyX2|9bZ+^*%C7H{_H{Ldn%%#d85kzWGwzk#`SF<a<<jf1)BpXtzF#c)
z0%%0YB;i2AmCfnrxBPy$+q`1_!Dja5j?HYLd)6@czFb>*ZOx71uRq_!YnH!StoN1C
zp?GO`wQ<pn#CFlOFRb5eaE?lwnR;p6?sv1;_+%nlK4@CLTCw=j_4xYO;>!PjziUUO
zF)%PlxpP+;gQg;uZOeT<FSv8vyUA+4vmVu2mA(pz0cDWc4flF-w%trSI^%PzSk#Ia
zkN*Ane15s{c^l)mTd&8#eCv?!cFy+uosu(#$Cupy`>y=uWq*6!WAol`zhC$AMsok!
zvWpB13^N>=s*Eo!^`35$a$>?GCI$wF(@B#oK$eV73u2w>1Qikunw8n}Otrto)Y|<H
zKNYF^dXeQ7b_NIUB}1x!_`+53|L^z9?D91M#eZKepYO-a#^W(PrpPn&G%EvxgB{Bk
zt{a)l=U!^&w~P4m=i_nt<-F#1HgLRjm#-}W&0wvLwSi0vhacz=RKBFOdQH%un#aB7
z%j*9AT6$c*-X^yEZt2TatJke6`v^%;ag3l@)45iqT6O#0@B4k}+3ftdKYNY{c`v!R
z*gbq_2?GPe69<R&4NIrTS;dxIbbT5B|5x~~@As-NpRfP-IqA2%eC?EHv$EG^iSt8d
zr$q}u1xdI5K8v-R&sk+2mo4`>t-C#D<KJ($^Vh%p#mB(l@cP=mTdWzpN;B&J{d}Hz
zW`^O)>hJGNZ-2jAejhXf7q&GAWUHgY`Uz!kZ(Zelp7^j;d|gx}$idxu??gYGRG+^j
zw*0Q?*EctfL8HVRuea(mFfc4&-OKdtMsmMN)|D0D9QO11eEY4LmzUjgWny4ZFlMS^
zwfXg8@ll?4py}ML-JqPctfX*#L)_k~r9mr0-X?)&)(si=GPUtYPU^GybmGgq-S5M8
zYk+3oy~MwB-KhKh_VV`ob+dncc^Ry;`r1P0cB}pWKb_WJ9cISB!0<_7LHG)Aa$Dx+
zu)g7L`Tf1OTp1V`6pERuT0!M7Xx{7P)$n-Tb^3e1T*~}>)_gl3XlkEz@{v%`AnMF%
zF-0fA(`ku^+eD|wmfc*+@iKq!*J~!W*V^UlBJPy0+xg53REVF}+3ZvG?PmJyHE%$x
z2ih9q7};e@0t_AR{C>ZGejC4hT#Q?<)Ksy^l!=eZd%w>A|3`i8zF)77suY*sEe)@F
zIyL-~Wcr+myUO3+Tk@2hfnmYRmyhBY`R)G{fMyjh&nZ3^xmh>rfWPI_DM|(A*H$i{
z7qw<(-P5Vz*K)ci@G~$td|uAFm&vO1)s$m>veq}h<?s8cR{G|~#*6*Mzu#_OJ~cef
zGI#geZ7bdT<uY4E!#t+PRlW4l(`8^_xT>%q{D6M_&(mAp@B6(BG_f_+Yw05)-B<g6
zp3U#-d?fYy?e_bA;&By;Q6(2$FWY{<Gr8{f?fYV}PuB1I^-A+z`kx;kK}n`m50pmS
z#lLe|JfBnCwe%Wj#5L(p#gB*W@?8aW-)^Rx|0-1TofWcW!Tg#}Cy##3aFjPpa@qA_
zQTMVPQ*J*v*nD|`V{_Ui?S(7%nx3B}TD{J0{@>L}=UEvT{#Y>XW!hExdK##8{N<Q*
z{*vo))oX8vZQk|$?d|eea_RqmKKJ+5-5N4C_oIdR{hH4r?~AVlx`QWSpH*#HaNME{
zlp2&4ga?%P_MiUJ#rYI81($yN_4@tus=mLoz54NeA!uPoK2w!&XV`0DKMTdPX18-n
zqc%tvJ)4<s_R5f*PiDri@9*PF3h(FbetYS%zx`ajolho#D}&E!3(O}zpI>k1JHue%
zv*$A(F1P=ix$Eh)=&roi$K~s5HXgY(LDBirIqUZ}!E*8p3=OXYFU&sC%x`z&!Fl6k
zw;wwg7#J>Wibz|_^zBymdbaD1^5%IlAFV-)PcCRHT+{sjZufh&+j6(p?R++C)f7$!
zhK4;a9^Gq6^4uJ>G9+dZYwfhiw3R>a9_bXmJh%MbOwgR|RU;+_h6(J9dpob&=U-mt
zTNs(M@u=GG+8lY4jDXNnYzzzzaV%fdL?$10ef_iQ_1fuq`+hz%c|NE3+MjjF$NP@{
zdTLw!ZB3RWBLl;U=7xJM*W#+*KKfsNuTuT%tE<{ubF)v_gO&gZU(i;FI&~P71KoP1
zrtbUy@3+<d__CX+t3!+!7#NBa7la>3pI<xe+nwU`CD&uiO@I8JVZg`0&~VLn{%bA?
zg9L|PuU4<W6zp$1)vEm6oOk<vze{?#)m1#!<Zj*Xw^#M#Kx=L;G{rIU+k9}?^>*9s
zOQ*Eg$MiV&>%EuG+mSdcxzF+vDB&!dofq|1iHU(BAT{cOcEX(<g{H6PmcPHZ_r)hU
z(24_-njasurh_b&;dmjs;m4!y<r9_N#q9OB-zj?es9WDpzV1gNC?#G3^&-KostJs-
zceEcoXy*4@?B1_eXZLQ$<4d3dw&ZT<b<ymF@ugQoq3#p7pq(&1wru6k%B54oyx#Bq
z9#{2t>-9@c+`3bq&8vR5Y8o#CLxT;+i%^5tYc?+v4UgG)>nNxYQa-jI{D9f*oXLK+
zU$30pHoxpvX6EhO?Q6Yeg3Hy0IL3aPPad~YCi|-0{?{G<XVDK(%bMeb=!diB_eF#c
zUA?~0x!ok~%nWFn;CLY_@Otk3g2TL%bLFi{GNQ6pE?pI*21@x!lXh@fJe!ex=~{ID
z+<R58*KWC2^;+~cs3lnP_v`iLpq>trZ#JJb^WJ{1D%<MklgXET&F@YDMGk1TpyYn-
z_oZ8}$L+p#lo`AZs;V_-*UM!`SwRglr3K*^iqG3lkE{K9_0e-s^|W@wA+D=>LJSNH
zGX*YaKe+5~?+a?)RlQi)9<)90ZdY!6?bpz#^1G$oosXW)OrMt}F37;ppk>@$%_>vz
zpfU5!jg2p#PLKDCult!=C~27Fvhm0*c(Zo`qwWjQg70_B#f1;)?tC)I^mbC^*3akd
z?Lk8ep}Nux3=EZ^qyy@o$y$}n$f?fhzR$?O(9jUaxbfT1gY5Ei?0&siJS!Iz_fi%G
z2~qWbzpjpg)f)#YpU(~NF$XnfgXi1TcAZx0)(Oh7{(h$zTBRrORIz?}byb^J-foXX
z`@dV+>qT!T+5BRY&H?oo85kyTGVXN(t!*;9Q*anmPB47seBt|KPVu?SFS)u~*+4G2
z=W@>K^%}SBYq&vO296iLPv(~2TUjQ^z`&5<cIFXy$=QXbdoFyIPbRqC|8~ase9om!
zpgPf>ac`&1|39C5<(ff?n5u*;KOAIV9Sd5zHcK!WvPv!Lg7%Y}>GOR-3kIZ2vqFCT
z`~Cj)pS&9z5<|7cVZr0v&Iew?v3}pLEKr$ssfAPc(rNwubL1)>G=iomk=hZTPO2~8
ze9lVyZsBoR&@AoCH=ED<t>61C>K3R>bmG>9bVw#JGVWypr?QvJW{cUoJAleF!|LA$
z8ksMvPLBzK<}Xm0UjBaGu|C=8KYI=^aW4^6b`!C$|9Un2<?a0aYl~ijvO%NgBdvtB
zTd#S6#wfu3f^E0+X7kzoc#!m`GA9}oWr!A5<@34I|NXxIU(8;<_RGbU&h30JLEWO;
zIh%cdJ(m9;fw1`5oZ@q{=HK3yI~&xhSTzmQssAI<9Cxtu(W0$2pe7P%!g=G{b-Ukb
zO^XI~xEc3y_Q+UnI`_3*zHWy^{l6>0{!0@Nw=K=z_jB2ee~-HLmp$&YUI$)0sG!bN
zCEOvf@AEn9<(<OnV%HaY{{~Im_;87zUNd#=_Ip(?PpZ#fljI31U0WOOvGCb`xsY_{
z=P~L0n3(#POQ&B7i_SH@`L^oIi-~ss|9sY(BEZ1VaEIfCuR>a;{r5Y?m+OAN4Uc($
zZEduaZPk~Q?bZK&KJPBQ$jHFp;E?aM@mb}K#CBQG6w5@re?J~yS>`+2B=gdeFE^6=
zMRnhTCR(?4bAneXe&MnJWpN>IorzUnUxoSzY`+rZy>#ofDDAKB@87oqB}$Ps&G(LY
zEe*O@RCmtu`I6**+iep4a*DN}Mg(X|Z)-O@1A~Ja%NH(|FZ*hLi@l!fuFxL_YNf95
z7yqtyZCmbbr5W`fkBVQ_1FagB6uzMSU`nu`XS-}!gp^^D3sS3Z#>&69^Y{CL8mF&r
zY)pQ2XJ_%;`}IGcP7l=v=Vnkrdt!p(RXrw9i6VSKJK_7?^7Y`{a$=4l$gwz9Va7S;
z@B5jy3$*H^{C;hCj6SHR4KJ3u_4j#5=WK9{%Gr4IlG^N?NpAgeu{r<0uCJd9nspD~
zT>)xtf|}fo%<Rj)y}i9WaIxFc$n?2e(|&)uoj)H`Ye5V72=={9|9+mY7mK|OT8L$J
zTRgVp;+K2X??cyu`lL^sxvN-vq|Mj)ovyq&J-%)xsIxlNh>?L|f;i(|rfV_9XG_kS
zUcV9ps<LO9WCmHi-E#TTuGj0LuWkY<VvoI}t<d!2*X#B3=hc3@`Q`8T`^yjW+uMNF
z1-f$oO76D}gC=p^7or!|$L|Mq^Ou`mi%`zpcvQ@F`uDZl?^)UY|MPjJ|9m@Wd4HiP
zPBC_OnJ=irvb7tOgqE><Q3I`G*?n<)Y}w7!*;{l#4Lg5_d?ipT-B2=SWr)^4{qENb
zzisOjRu5a+1Cl;0@kQ;^IqUaJw%@PY{p0_$+4+8;Rc^Z;G;v?z*54Bl^XR!mz1)6K
zPSSnhyQKX6JyZMq-EX(OoKt+xb9T-q&$)ST_f~!NIxbV}bF1jI?&=UPPy=Ei>t3d~
zs+UU_vF_b><J&3i^&v}rK-RfBtZz`A9%IBSXR{-Md9O}gUoN=8bm8b;CcRxR7Hzqi
zHhU?nc+7^hW8Y>xwN>ld4PJo??~8%@VLlS&cT2A?1ve$P{rz@(`P{NwnxJMMG-L!W
zXsa~+*!TNgG^8J*2`yH!F8<x?wC~re)g?Dmr!QUHXQfs9^Xc@X+a4ZnUk+-*?~?yK
zCD>1MT9&jy!T}#0O;D>lLF_wMhv|9q8wt&zQWn&)Syub)rutdS=W{Y|Y)H(!vLf*1
ztn76&pB=AxHZ%PaXwl5(b)e44+1X-WxGbJbaK0p0{bu65ipRYspcNK5_fsbOUQ+J2
zF*@7-{jB-@C3DN~S;khqTng&T8SmTz>XtM&#4%pHwfBDAZ{KaTjjUoG^7Vf{n%Lj_
z_xt^Pv%4ji7lr;i-Xm{s*DGnf>>MitL&KjJkK!2TT9sxQNbLXj>viV5%4ai|9hb5y
z$uKOlb*fM1k+ZSjl`_egHIJErq2bi!rZ~pg`THtCJ>SbMoWfnN4L3&j*xEnpP`+e#
zJLmF?<DdbY%b>b<-R^h0tYV)oS5sU1``7FB*?J!(KoRTiu)YB_d@W&qZ?Sv-m%HWn
zLG2CeuWxUgm%hBDI=AGKXK&q{=ku!dYJa_4o_SO>+~@7>?fQD4V73DFJLaqV&AE~A
z`Y&iK^*N|RSyxiHzG24RzxS%&`}W&@i>Uf|RJ?nGoZ@c7<P+JT3goi4{@#%E+w-d5
z&72mI)VauXU+nHO<DE}H0oK)U@5rL)>gVU?Ugp-{Ga)R#_Uj{~y^D_Sjo)8ax($?A
zGC{5K98hEZY`5M!-!;zde4r_TtPQ^{85kI*WIC>ISln-C_4grvy~p*q>fBky=Pc7-
zCEI_w;B5RA)a75n$GDdXG|l<t+3fsf^K7e^ftF6)y_DUZdKuIXxC<I$0Obg9<!+?D
zAp8Jmo#0y~P&>eqac>j2D0sDcy_miJ)+<4oOQ(jdDw_zZJ6js!80Bj|INmBeF56vt
zVRz~4u$<qoR<95G|L^bR3k#huH*xDlK%33eB3C!;{eEwE1ix+6`Tc)Boqi-_??20A
zCAiI*;kdq`UB1r3_TP`knIDgeufHi~Kfn6jPS6^wHCZ=7b~THA;d*g(b@;`mxcf&s
zg}awtX8_ek>l;8T9A6$_=GRf{)b5@ST5w$Q>*exr=!k;&ceP7<tG|P)s9CQcAM5pA
zy>3@l*8P9~!+-MI{|WfB=XzXqq&leG%eZ$XX!R1f|Gq#H)PZ`p`+XcZ6fX2|yb%5J
za`}9*=@D^jx1~;x-IkRK8erfD4KRGaQ|#JZwWc;sYwD{%ddF5C&w0ndz_2BcsfzW8
zOF_5pwuoJSKApb2=kvMf^iQBcJr1TS);)i}-F^uw#A<(kTU!<g^5K-y3)%^Pzh3tT
zEvSN&l*hI#2tSZIJvOWd+?9QGeSQ3^3k#j+-p}9n^BJPjdeEsp&jXb7cD-J=TkZE;
zPtXuQ$F3dW2O8PsW|ZAboo-U~<wa8G)?4BaWf&M5Kpk@N_?n5J(a$pvK<ztT!3)|6
zuh(w(<G1^f0JXcvaeYGs^WPPV`@Fylg41TEs?An;x1gDCRTLyj8sZj4-btTd`|Znz
z!~EjYe@#9Dnj>KV^&rk!zYp2X0jk%|Nqphbp6Uf|!e<Fz(0(#2d!6R7`Q`8K?A)QV
z`^~18x3br-E!zkRffl`Yq6N=prY}qGvs9BUIKY_s^=i2OwxcbDprL|G&*#_2=^O-g
zEnllG2tTm%`MlYBdp;Zj4WC@ixn1-5?Bz?|`g8w%S#A$@#*0UBoQvK2{r>*`J|DSl
z4q5|mey`$j%I*9e58FVi`@*1QzW8@836qR~TcAN7(8@Stw!a&X%Xx#=Rx}@!1@$W3
zxvN-nHlH<nxpMhDuj2Ez<-5LKi|+RR^XJQD|K)49-C70hw?tjgP62h+>VKY&2hYba
z7%c^l6B#XF-OIT(_qN&A%*$!3ws+qD|KTvdsJ1YuwJdaD_66PTcZ`nSxBYlT7+i5p
zR`Xqz0q(9%Zn)R7?M71f$!)zdmPWFbPbR+Xvwr7c{eDj|s4!d|1nyTP@l>_ee7WeJ
zIluOsCuqp%;?lpZ;&C3~@wKI|?(Qz%+6@XmHkL1H-@aatU#{F|p#&=VK=u34ThA|6
z-CG~OKT90cpX>pR0DzVamw*QMem<M651Q8GEvp2zWEB>eFO<l>x3l>9qOUf)HXmQA
zc({#sbp<$8bT`~<DZ8D!T|PFAmw|zyso`D=X!AvuIH+rsc1WcVRIH3{X2HIz=Sy1J
zhX)5=g2s11(|xZlE_MesRxY2IsJuEB)J#g7&~WbzXd*N7|KIQa{&qi8z$3GuK9!qv
z?v!J_(&3QV80K5&Pt0ApXZQPkyU%@Hy>8d44A1&^JD*>Q%3d3~wFop{lg#oZ?cMA3
z`}O|KFFt1}{patGkB_^(Z_Y4G)&dW1O8GnFA5-(4HHD2w0$ed&Ss%Y&vo8`f!gJ~>
zXnJnr^H-m5?$`PTYI<HiCGjOq=h&it2}31bS*wz+?Vw4OuCQ;Pp8oxQe|-jMq$fj0
z_r=*OjO;QK{(;t$xyx0m=<ayX6uc*Px!>F_ZcrW&zA$@c(8?)%HXja@oYvjGq+PB`
zLwC~&B}gydxUu0L&+e_DrnB$%yJgWE#eN-^uaC)je`{+ts5KAnD;y{>V%s}&=Z8bw
z-5a00UbES6R{g)9*?Q)83Y@{o{{YX0rh7cQcQ7+BT=<lMGTl15#cFh~nFEQN?y8JS
z{{4Kuyj48T;;hkWoy@DD;l7})4O_ce7#I%l2wj*xQ#x;lqHNI##g{uC_jw;~=l2Ko
zKyOt%?!CNxeq9tazp{Kudv?b7ywC49oBcs^u$MuLia}is&;-dc?R7gA-Ew7SU`Sxw
zGJm3VaOC~^|Fu=13?1k$8@hQdXe(MXubGFx%}1AJ=nN{T+1vg9c#q`dB7?F^{G!$C
zV&XnuS<%1iihJoRr4{|pg2f$cuPn9ucRbxa_FM0+EAFvtH`<+gssZY~a{YIA$ae#c
z4uCdanY`cg`Pxmn>+#iZx3axAuK4i4B;&$@liR+725YTicZcm}sSK1aUD?0u%JKgz
zx<N*PW?nzqzgndCbz*64kF2#>>De_tYo|8cJLH;O-4m%l+axpS*Qe9^mt%_0P6Z8P
z&01`6SzKM>Uj6^SCdXxpmt6C!{nNi|g*V8FuY%<NFV=e%1hV3Ppt$aOyG2iJ4pp9?
zXS+I9<X?Zoy`D3+-|wu9-Cg!_vcKKR&9>{#o8PbDy|+Agx!=*H+w$)2S~^X^j$`)g
z_Qc=-gi%PYeO!OV_4F!!-RG5to-xLkHYOk6a>+}3>F@XZ_xp8M#Kh-ry}AlKc9+&8
z_9abi*XsBCe!t6nIyKyH^_opyQbs8rQs#LvhO5C1_2~`w&gAU>`|aiC^LF0H<*IXj
z{dnAe`O|5Aa9{qUT3`0bMW^f5FvstIU6;Mo?w@<?m8EuY-ysDfyYE8ZlXHGCFfas^
z9s{k<z_s%;v>aO^{1TG?fBXKwy1E;W2pxSpJu+=($@978*M9!pka+kKsJ;Nr<AK`7
zUk-8WFS!<EufP9K(XF)Exm~x9XZNT6h?<qTvfo>OugTh-&t`$Tc}G*5dCh)Y{JUE9
zy1R_@MwjI6d3P`6Y(5*dhN<xF*6Yiz{izHxD|vC@(Ttl#r*(s~*K~ubo{GO)^$Yi3
z+mm1O^=de{;sUKlH+24-)U9iF^Zx8>LGrKHY(AIr+dT%<NxTyEz5mDWU7$hqb91ei
zgXZc$10$d{$Sb#AJqoJpJ|35!51Nv@Q@8W!H0?0)EKRw}ClkS)@_Dw^V!!{a-G1-a
z;_sC&7PepN(q0!)llSHA?d?BmS~G<<?{MDABWtzg%Esj5mq5#us(wD5?hVRyD?!^Q
z{Ox`&Ie6Rt+l^$<28*en7SJW_^?QQA<9ndS_sgZz<5ulFYkEB<Sjr?L;N>N6{a#Tn
zuk-f*YgTT(avroE!s^QfXYcFr^|hIxwPtfmuSG7MmJ;<kdHLKjt-1C8ejc^^@M`t?
zX`q?QpzG^my+M7bm8RE@gXVap%yJ?M-|YGMZ1z$`=Qfe!m+zL}kIm}+8VK5}GDR#R
zq4CnJ>~)d1lDc)h)^5~Wx98KTOQ5c(lx<bX*{6^D?e(^bT#k}|e7s+O?VeAkz&qVQ
zOEAQKpK#{44FT<k@>;vmZr_hb-B!PkbqFeVo$tGmAC+7iQ+~H}soz{H(f`Ny6`r^K
zKIPf``hS-WG%|ayU8~1u|K~%{`FXb9|9>2}_sZY<HSA>*x1I*5z*`Dhz!ueH{eI8p
zk}ntC#p|sfTR#OgW3S%c|M%N%@Hke<3B`7i`fSjCQL(S((@qIoSh*@REOP0V|Nnkp
zkC|^#nDo)nzT(3Jw*38f%Wh8vB?7D4VX>uGFV+2iYko8LaerDd|BK5}_FF+~qmQzF
zkzCpT;V{4b6wsa;&>mQC-Ge>X+#?cOMZ1J!*KV~-n*ZYd{`!}jPU~rdb^z(BE%48d
zb-B<rIb8SZmTSjb#p5D=o%F8@0*zRE>t5`sD?4(3+7F$-&t~U?Lg&%8*K4=O&CL}&
z0qT$kWv}kGFf6=R`TXk5ZC|fNPcOSy`8>$`@{9&Kb)9K(RWGe>Z@XXj`_eJ#{5waM
zE>^vGbndF3|9-!}TzuX(yu?~B`}Vfn!oQvB^D;izZQT3q?crn6`8G#yZ{PMS^JJP^
zZO!ku+g;1|SU#U)y!G3!j`vca{)UugQA$+y+O0v^Yx`f!x(OPpcpd-WYOBcQXz}|s
zpM61%`HQjT-MZT}+Rkjb_G`!AZ?`XJtzH{eQaHc-US;t9y1$oBs?VRJ<~L`?tlcv|
zMuJlLa@n#Q3njEJ-|_XY1?_Cw;lK0s_uKjVV|nUtq)he&`SauB<NjtcYP<g0|9Y`_
zrD>M${oqV1CaciTKcCMRk1u<4+CR7O@8f>^ybpF8Yoqe+-+HxNb++W!!Xtw2B9BkJ
z`u{P<_v=Sc*WzaSd|S}`u!KFRmRiPZe#c<zv0okf69i3?)-_E_sd}Y!>{49eQPG#%
zZs&P}`bn3TcuwvT_;iq6e#x~6dBGi^g_)1)1o!k=KATZ;Ofr3mu)mGr)^F!8aV%AK
z>+t~X2+QJJw%o4lR_5|YPwq)&ubF67@*<#Te_!FR`X7hoLEhn*pFXcL4Ya?e>wItZ
z`@P#|yifV^;^IovS(m<F0WCm!zwh_Dtfz}A1ury)Jp_%RsWI(-IxRZt&Xe%Vi@c}n
z9X-+s+MZ_ha>?XNitRE%J{gy9fhx1NyI!wzwU}T1Zf9_|_}Zhp-)@UGEPQY)dwp!p
z!FlQPDnY|(bD|b=NL}3gXp*;{r}o+{LEwJnMR)nRpj!RPt)rf6XDle48XD%gHnb+q
zt-p&~Z-)YCvd1Fs-^c#?C7?;-t!C--Ys*0M;@u~!A0K%SYCD7GIu|{aoniNO`R6)=
z!;icRcbC1rq&~kUD7`vne*V6nQhWS!=1+sBuO)VV_J6-9Ex2EPzc%w`>U7_=JMA8M
z2cOZBR_fXN>(%Pa4-XEyzV^>v)xZ5-mG<7>?{*)3vuCSwWXAn{wHLqIM;(oNo$kJc
zYu$!JTrba>-}gCt_sbRcGk4@l1-@%X7oAk?zP9lNn~dX<owFwXO}?|E@M!0`4BI@-
zWy|drxx3DJp#5E`Ls%@({P(-v`Grc$ceY)Axw6}0qPX$w<2>KuYd*SO^nQCnx!=eB
z=SlydY?Gz$R~DZ!biepjUTSe=UDE}nBjR&1W_A>A*t%cg_}7fHnI1XoYkv#eUAe5}
z_q8y4-J4&o9nV}oH*8DRkxlv=k3@JIZvNK4!@ox{C-<x1T3h|SUxF^qUQlxrG&len
z=Kdq|ctiB(eS&vm7S}1QFe|?tEWdjFzN*5aMKzby_Wb+x+O^i?d4b*H-|jlaQuD<@
zyKJ*Seo3;M{7Z39jnVV}=T)!$`qukm<~GoTl6>6{#k)11&mOfATN{}DYo3?zs&6`_
zTk<x}an}hgx*8fTdOGmU?)UqS7Rfz*T3dFv^!lZV?sAdoGq-+wdwV)4Vv=sIdE956
zw<+~nlI4sUJ8h@^>4>$Nr@Zd?B?H~PbxD~ED%KWu&J0aHx%J1-Uh{hzTUjng$%9Tj
z*cfxh*Zgisdgp?T$;YQfCD+cW`E+tAXa)4qAdAA^7JZK@x>Px%lWVVBpOjWO|JtsO
zrJBhrSKKh4SN(41B|hsn0XkDfPU~zv_DjMvE5y+ICukiisML80+F=S>#<3K%<L}C>
z{;8(dA{Nh>xNGUmYri_)%WbSbGHKbyHDNXDzP-G>JR)=1)~iP+``bnC`uS{j_xV0|
zxymIo?$%9o71R9t-2T7jR+f*o3;*oZ+7}EO+C6$6G=2T?_loWnlYgCFBU^SO@#yy}
z5wETqW&3C|&Rx}Qsw5tju~5n5=qI_4iSgUM-O3h^pOwA)<1uM(&`4V0?}$@MO%;Ei
zHa&9Q@=x{Of^A=ZY3l2S{}<Yxt+{NeUDC>()3)fJ$*4UNwXXK}H{GW2@9*w<uU@+?
z>SO8})B1T^t~A)KEj3Iy&@k&ZXh`(vulu^GvX5WhH3u)%l|0X(z46H{PxZMWI;XEk
zy?(s)dYrbMy>ibsm&-x&!fHMme_#67YdKZc%=`B0>gq4M@BdwQwB=If%I<c#suf$F
zO!5{xeln)`Y-r0>e)~Tgt_0cqc+kvS*ROHi@lX7J>##fNKc7z5f2D6{{is^gr`znK
zfAF>opeYOca}uB#EmBSaanRm=&g%6NMrJmXn~y=O1whRg-)}z{E(CGBVAx_+{br+k
z*5zeqQ>L5WuQC3;ftz7V3~1RL!-}@~|NlIHc}jczn$5ZMDxZ0tJ=wx39MsMy8<c(Z
zR=hofZogOwLlmeju=MA%+3U|O1vRTdT@%oN(yZKVH-py4?Y;EA?)&a9XU*?l+4&wc
zFSKRKd8^lJKy5_uAq)S1p0Dqk_7gOyJGb`RP1CiX-tYUJS2$l#*=-4EF=*zuo9X_b
z#rd~Nug6{njqH7%0a{ZEYDmw09$EME>E-$VzAT^h`eOxXWzemf&u6<ofd=P~etx&-
z^SPrZTR}}jSMk`AO~U+Jd!^0w-fp{{=V}RRw16rLpR(B>A0J=t%x`O=yWs%S(a&pk
zy;}8hVY}R{tlBzID|G+gZ`yIUbvB=w^y};E>7en5>pRba)*gXYWIfvXnC0Y)i;J`C
zzMnBZzXViyf#g<ZUtgE`cI$P&!|nX*i~qO9)mwZ#A{^W=XB#wKFZR;C>i2U&v%QPn
zW$k{m>2%lgzD>Ftj|hQUN;6))W^Bk3xWKqz+P2)=%Zkrgs)NSdUcOqr-Ve0&#0s=D
zz3xA#75?>lyuI$$D?u;8gSvLVGH&H;K6?o?<ejkZR@Q3p{$7sxg`E@RAC~U@dd*vV
z%?2mX!Z1)najxCZCzH3_ExYYo{8MQ|{?@Bupw_Ba_1mrCR-n}x+UxgBdbjKKx-X#7
zd`2^;cT;3QIncA^cHVB?zn|y-*J&#Mt59=*kzHhc?u!cxU*7-!ul!co?c8pMzsIEW
zO@7RntmdobXLqEt8+7P~Yo(v%(<zTy+;48bUpE_6oPqZ5F9VJ1^h%kovfvCbD|>Te
z%kOu)#lQZ1GTC2DUCQic%H*WqSK|JcUXKlD`5NqRYij%bPBCakL+jOoZ9C3xJT4b~
zNAJ~(CzJj4Ug_S8XE@=-$q+RYw6yNZy4c;|&PMUitLy8oKFIz5ZTtSIpf1d;*WjHJ
zU$2JGf0Vp_@3&h^oB8c_oZBYsXR&b0MK|fIH^2S+{eJqR^B+!3RPKJgxB9yts8wE?
zxA{)d>8X9z?{>_3UHF@kneEEXvuU$)!$AFS>94zv_sK@Ty0J0&<uU2}H8;N<6^{ok
zREY_G2HIx6Vm2s?pR2tdU;p<~pu6nV2aoR+pSNAQE%)}dJ=1=H8s>}MfTo4dZUddR
z0_s8gZCoR)?x$1w^3u{0&=P>JU)S$?wQA|#@Avng+g4G(=-nw$pXL{+p?9--)2*!4
zz8`-wE|BVRWM2SY#qxT~7Psjy3qWgRKntF)$5re0N*b&E{cxE7<^KPF^Di>V#NJxW
zY8y3W`BBj6BXTt#4lc?ruLZT&L6gr?e<MJLq|AK{T8?ws>~>D@mZtnI7u_;X>u&e?
z`}=$ThkYMoKm!XGQ}^bavwZH;t-r70?AMH$efJo?o))=#@A<6kb!_tHuTl=OiqCoV
zx?|Vt%gg=Geti-5|K;-e*JAqRSnK~hmhTq(dqXa@!>WJUx0QSUf!0AC7RZVQohLGn
z|Eb>JkGtyszK$2Sl|J>Tws+kZh6%!qvJGLHOqKWd)xOT@{`d%#w7M@y-(9G@$8Gv+
zj&i{q<&<L<?=wY{Z!DIsDLK4OzbR{H_TT^cD(kE{qnw|v)7>>~|Mz><FV9)O_W>>A
zxcIm3|KIQWyC(bhYh;)B_P=|yb@z()Ha~-wV^=)?p1hM}Q~CC~^xfP0e?00=n&I&N
z-rjCYrlcJXSAJiKt51&e-|^*=_v<+`IKIZqGla}Ge8KRcUTMm)idQo%-lp6Cj=ZS!
z=c2p()tzTIoz|NTTH>T>=XShLw)@)sTVXMUN0WT2eOScRS+n9#H5#i`uC~pL+H!CI
z=X2J*TIF}lneux6_jNu4t?gsW7uUTZIAwm-tCh2I4Nu;Ay?%dOvF)*w?mric?yieW
zR@&R<GPmZ#LH1I)^r)jhzBcn&t&k|+_vMneIOE=LDpkQkYyTS_jLF@){`ito+v;yV
z`TPHVOIe>j(N%2byH89G!2%Z;AN+U8=ni{beBO3DM~UIWo37%qA<xa+WlKW@85T#E
z`YaHOeYkjajirwpM?Zti+K(G`nd-M>fYwB09+xfGc_$saF4^s~?e{yI)y^DODf(FR
z|JU{XU3t$0cSv78Bt3cl(U$y;ZPjyFI%Zx@-u9`@g}dSlTSw=kMcfr<bmWcCyT7iD
zoHL~(@?r9_@1PZ~>YVfHe!X0D`@j9akNs@&=4mnU*=x6Ut^0PdOa6PO=j$Y+J;%B{
zA3pkeTqQ5CKCtcBmNW7d4;o*7I<2p-R@3eICduu4Mf{@HeK{8vIJ*8!{<PnsQ{bz#
z@!jJ+f58cf;ote9)4Jg;+g^0Zoo+e$=Dy&YtZoMB&GV1%_$2XK=I#b%h3)zO|GW1d
zJ@Z6xP4cww88`b3uUu@B);%J4EO}0a&SNvs&Vsek+h-NX9JFuBE7^D-wBcdnldZ>d
z{MR0}dndj2hTx>fJCnbC)%^K+{{K0kMHP!q|7DZTnQ$#4xfe8Qbakh1%XN+y`~Uxa
z-!1k^!+TCdhvcQ@PoB-r_X8dO(>+<><E`Xpzkk_sE>m+V+w#mkzd52wFY0pg%PsQ4
zj&^bNSE}!r`|%y|Y>)6;t1~UGJN4S5QrElgwxDW0>H^~lzu7Z1*WGGmV3-k^Wc&3+
zpS<oTh6{6MsPHjlY)e}9U7~Hn$79msd)e3R|Mx3N?ca+meulHXVkHa<ZvJ|=`+e8D
zU!c*7jWTg1C;Ok?+IFw%HE7Of*~|veRG_4RrwnM`j?{5b(8>YYoLJ^@_4|K@ydvI}
VvpHsUFfcGMc)I$ztaD0e0sxRvzCZu~

literal 24104
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz!bs3#=yYvQSOW?0|SFqiEBhjaDG}zd16s2
zgKuI<K~8>2PG*uqS!z*nW`3Tro}q!BfsR5(Nl8JmmA-y1T!mhKQM&$=qKF~}1_sUo
zkH}&M2L414W?W&vJd=STc8aHqV@SoEw|CiRgk1e=|A1M;Rarr-Ytf<`+}q}}yy;5n
zv~}whG?^x1s%7Y=6QP`?6VY)*!c|z<JI7G!N<?!1f=&t3qyU`+UZoWa4E{f_{x|dN
znN8gdI@LF8??2zUtN8i3Gc%3L+kT$O)b&~#q{+y@z|gxY^|74|0|SEqO9=x5g9Zbm
zECT}rmxBX4149Fozy(GIh6N0xQbdHttcmCC|J%&1ez)`GIqUa1Zx%5y1avp>nMAV7
z*A)D^b$#Eou4h}X$9d~UZShcc?~8fSU;C(2ec9@DyR>TmzK)MiNVWg_<?`o!O5LAa
zEobkZ|NqbP%&Vc{zH6hldP(Q)NYr}uyKHJ`n5XN<3(ovcKdb-Szo6#hQSp~8!hRli
zcbEI?MsM?}ez)^E)9&}Kk;ygFj-*H0JTpFTvpGOse1RR4)dq)scedo-HrxC4TJ+}F
z{b$W?FZp^cdVSz2x2@Lib}0Y-wtc_vVz*we)4JPZva;Uo`<<s)!}o6Q_j@v2=J#tp
zmz*`dzNGk^<?@TCK7G5L|NQ!^ozLfapS^fBJbrGy&d+D&`)97(`|VcAox<a~ACCVx
zs$X|e!=8!h!&RMcqWSz2eCONQme1YyX47e@-5O^We*JyE{$KH{o14?Kx|A01%iHZa
zH{svQ<@1*v70bT&|B3B~1I#<Oe!IT^Uuo9eU8RessWSbNOrJ9``c(GzC;wlC@AulA
zcGk=H@79RKR?$mG#pCZJ^b0c9-b|f-)>eoiq9ntSU998BB-!{ikGso*1!4oz&&-%O
zE9hsx<+B-EJ|2@^{!F8)!sL6yzjwReFDrX{%e2bkzfrgTzKX2N%Y3t5t#>`%CmS4W
zmV0Z<F+Hb+HJ?tZ_r|g$2r4dM=04)7K6gsmxj8eVFFseZnOAx(GIQ(Iu+#BJ7K`fU
z$*=t|HR-?kzK^{&--<8$nxB1`^!Mxa^^)9Guh(vWc3N<s+0B&6U*2p!f9+?*|9{{2
z2mk-~_wpofy_vg8Ur#${^Z87O*3>lV@Y;i{;!6?_w_Tm`dj9`E>HGdIogQ~8Hqg5C
z)f9Q{Q=g98|0`VgD)rNolRH^gJGb-w<o<b}k@@q!U1#1u*6H|E|Knl%%O8*X&wrJC
z{O$Jk{P|_~DxZJ(zW=}N+5Vliz0O-+<?sD^Epz44X{Y*s*Z==s|FV4l@7S|n>;Jxv
zzr64FyV+q;nM-Tp4fD)*vAD0Uh`ds`WnTM=?oVdR4PO-QJ5t<pyyy9zzu#^zSD#<A
z>71fWzwNgODU*x<IVpkX7vrkmPQ6$Ce($Q}WS;Cf=@+vkpJ(;U*<LE&|NHLFRqIzY
z>u$eebie${;dQ&;&5Emd*lP7Wq+_9qVVdQ?zE4M9i@o1#+4)@H?k#1Lsjrva`CA!x
zzrWw^SH`WJ&1XOD6nT7e{qA?WZp!JO`&iNY$gFU__PQNOQU(bQRsa8f|NPrL?s35h
z#r88{^L8Cu;J&l|&tv)L*X`crpEbRH=6Utg-#h-;^jp1JQS$rk_U8*t3*YQ|y>51U
z>6u>h`!&YbbNBF_*56-K$5%RcbKt&RQOlA&{Bz>J#npZ|$o~0tbltnB=eJb&)&BnG
zds=6+k6rtt;<x<uKb+@&7d;&Ms5By}Q}xm%Z~eL3Ze^{u=~)=FZ^!?3`MMp?47E;+
zu0Ox=xLkDb{EMrf?fHCe^{br$_iy~(^=zTW{MqaG{mQzPIz9H2WzB;|_H!H8J+|rk
ztZ;6z#rL|Or{k|x=h$3d(Y<2w51HHb|NmZ=&fhcfncJRtKHD!B{@j#5Z+dUK{f~qE
zX}=kb<DTnR_a8S{Sdl;Nz4j^D_j7N(-~Z{tx{Hh5pI=vvTU_Da%5V2WLAK<A<Im#d
zfAXDb&RsLrKN<dWJ9|Wl>HB9a35}ilwjWt-qAn&YZTi6!JpVACwNC%;9(}owOMkCi
zKF`a!ozGW)-;bnSZ@1lE)hBD77xU}e_Wg7Bec$_j>HC`J)<3!5<n4Yt&8<gb;{FeR
zKD67PIezr*{;zBEmrjqbvn+qC+pX_s{dP<6JdwA5KA%4yf5qSW?G_m?r4`{_44-eN
z&tIzCXQ5R8vrFIgqpJC_H*V!uD&jsKeY<RS-l_OU`8%IZ`=h$fPEhXKjpY76u3vuN
z|6dnX{dVi;&)xbdTWhBtj}&;?FK?)H#YLd+`lq?&_fE#oP_}TtF#q!FpP_M&e>h1g
znmJv0aIpEa_%)7mAFYnQmdo4s^VywWBJrz~ci8;>a=B8&wPocFy(2#b_nN=k{eIt<
z+4uiE^FA&9RjAQopUUwaZ!)&_K9`PPqkQGdySuwz{aD;@XVt#IqFiag5q?EMmi#>*
zkIfRhC|iEVuzqKMRo`>L<45~F;?+(`KX+;Q&EfemX8n#wU0aTdML*fKf@gK1-SNV}
zeHHqDp6b_oipNzX@^J;)7gzOYuis;IJ=RA^LW$$t>Fm%t`(uTI6^qUoPO~}`*|NNX
z_wbdK!Nqrvy?wm3H%?mcjB>=0Y_a#v74LZ^ja25ZF3d@-d{rg?cHi%JmRF8FcFPA<
zN9uo{sN0`>xVp^zW5s^gy~op?S&n+^?=^Y5`Mh1`p%%`ce^&bcc_3_m=}4jduZ#Vk
zEakt7-MuJ2#lrrPUH!Ms^Pg6ARq+L?Kb+*Pck;aHp<I>|(s?@+_pAT^vfTb@LWJ01
z=11(yS8QH!`h}?A`sgX9=MG!gKc3Tj0aR>0zg_a~j^%&*bL%VO-R~a#tycG=>d(jH
zpMU2+I@0-b+h=9F;Kz4*KAW98%dzxp<-ecLv+wDDw0X4c<2|kE8-uP~UAcVTEc^S9
zV|p*hy#LR!@8iE2!Tv2jd^+R}AF+2@T)!5Tz4p(Z$L{?r+E3k6iT@_2Umxc>*KI=o
zfA`wsl{TrTrr0cZSjzF}BXh!^83O;yjuv;zJ3P9-zC!-kZ_`u43->Sl=gS}#sM@gp
z!L00cooZ_?-T(J(`=!<E_eDkJY&_}(3XiOH_p4s7^?to>ci!2j&*xR^$=BaVY!AJA
z{^N1^`QPn79AGy69Tr#lbkF;b$K}`GEI)7i{YmZHTU)jF{`>XX^mqNw)A7&#^4tAL
zIJ>Wrnf+O<yL@fQ*?p0l)25c)ExjJ}`r2CW_j|v`-7~NI^P?u__qVs+@Av)A3*EWx
ze%<d&zh1A8|Mh0``Bm>0=ilGA^lEr~ZC`0IsQmhE`~T19>~FOnkBTn^m8tLhcSQ^I
zZ&o-ZfBpO%%i?Xnb1yIReR;<C{G7KNwNBUF%3S`m_VX_(|9Lh$w_FMGo?7+&UF@$f
zm;G1w^%_m9{d7`&v+eVR&h68pwqyjB^2t;_nHc(Xg~;#4b5g6{?M%00e>6w8`uE%I
z#g(7}?&i7ob$@?_PJOxKai8|qtgBk~?FF}Uw_n}E|Lo{-`TCewH#R1}{BW3m{Vn^<
zOG|><`D9mpn|}WJsq4x)TQ0gS^)<Ws#9LlFZ~v1?-eGTN&;R~dx!)#ev;Mj57VdR_
z9?M^UBW;x8VfXG@bpG76JWs89s#ev?g-$b;Tm9|#i#MCkud{kL`~IIaJN9F}(&3x+
z`?{}hExLdI|G)2h{%<<1H#_++kF=SNeEDTx^Q&)Wo8?BWOg}$wbL}>lpNr;fJ^DO0
zCw|$t=Sj8CfAvTjd%a$}JuY+i+ik0Fem|wXeoEA~oXA_*>-VNrpAVb2xbT1J)Te7U
zpF8#Z;QoJK*RT4kKCdFlZn?V8j0yV3Kd=3}=k;$Mjrp?+<%^Z?)#u*cwzlg3zt8jk
zpXrbPDOdM)>-A6j=Kp<@9=g5$-_Pft_nU70e%&nLKtoJ;>0bTQrKa28fBa?F4JtsV
zPK!wDTy_4&itjtl3o5&X$X1`$-Tvfn;kv0uvnAHQZ~9}-7_sH$BR(C2i+4?Ty>s=B
z-E!oL`NZ%Ju@0|`MdI&vy<WHK@9Q<2{a#&O?tk`a(dlPpw{xdQ*JZu$pZ4I^BGDyf
z;x{tpc3nH}b@5b~<?hOo-+f|}GIsv_@wmTOJ0a(yk&v$I`aPe#<{DoQx4SO!J?7>n
z$<xuU-o8uM|FYm-^ylKExObHTYqu2oY!Pq`e`J_^tmb9%^}2h-pQYTh%cp2ZwJ-Xe
zw)E7ymlxM=-L$&crai;5$0qFlhBnL2=i;%Ai&eGG-Q2V;cK5Te-x-a)VjI0K{tAm+
zmhrXscje!&*FQfk(vI6waxCg|vGyy4sPB9h4;p4&SKnsg|7cEM*yCG^%-xo1c*j2f
zduPV{@5wulS|9l-_T1y?WB1o_>*Mym%6T|@zUr1mJ%REUSH<q`Ddaoyp~36#udk<V
zxlWngNNBzj{OI&64LS95jV}}f#MU18cuQYr>hoXq|31(Ea?xG>>92J){BHi!Gdg>x
z-9B~CsW^K7#n&qDjH9}>&+lBZ-D0_X<&%j&_5RPPDx7jO*@eHO;(useo4bC~kC;^=
zwu+B-9!rl%joe-Ga#C1)?N_V&@~MTpSFFz1*thQC)~oAQ>sR+*ud6*Ze`R6JmSgVa
zU%WoflybJvay`G`#oFQ@58JQ5>AwEqgmQn*gnHoy*U5VC4ltFT(p>&TZ;qju?XK)=
zV)12<xIN#_Jo1=3yk*WQedmRrxMMmt-cdZ}cWtZvzAIr}$5-(rCia?MJMq6iuV?C_
z?DDto_6Ra8s!q)*?Ob>EBI`!Ik1>z9>)&p@p?pE-1h}Hq-~6%a=$Z46kN2;a3btIH
zcd&Hk?dulDR=4R#x9RVaahK@SyR<d_K8L|)tz9RMiNCtF-q}*cCHBaVYem!F?mBmv
z!+c@Pycb3?_7hyLKYmdp8~aqb!R5jH%Pr|2U3dR!4vtld2<wtJ%F>@Gp1Lwtzxeg)
zee$oX{#3*+))Ske;ap<g|L)b)Q+E$NU*7Z8*6)h*+XrFSD=!5+VxPD9yq&eaeYoYf
zy_<Xj_kWyqv|shJ@;Pu*?yKHbiTRwLmFs$XcCtNt_E-Ecr&7XovC`Oo7gxkw`@ysN
z^$mf<a=(6I`z>eR8qEjQ2IbcM^^cWouKyEU|1CYRX5F=U6E^<IcY6Eo|JM8U+^_Dl
zBwSQkz|0-e@=zjQeC>;iMp5&3=6ZHd+gy1wzWUON%D|geLZ^h)j;h3LjV?PSc4Sg2
z_p8EvUO$t4-~3RLNN!8Mv{+)loT7r-q*?b>*FRgnb<4IN3lrL9%TDNe+5dg%|9Qq)
ziEhcY?uOqg6LpV&O?@71b6w)P)Z{aFE1%EZ*=q30=ve#leYfl{O__RH-agA!W8K<s
zXFh+O`grxPRqv0l|Fkdqf|#4+>(%Qm;-7yv?K&xt{HL;KZJ+!pr4z0Uy*pL4)P4V~
zdNil|d&rr+0n<P6&nT|yD_!}fb+f{0siz%rLZw%;Yu~SKv&dhx-20D!xc#i7JN~~|
zDri5$^?loqoK=4#Lw<j*h|^h9U)_)-bfJ+|FG?cm+T9r+R&ARa9%otqvt!!CBJPL|
z&y$b117h|o98Gq;e(lrrb05~%|JDA#|C`Unty81#J@zgt`9CN8W6Zn#|Nq%YhCCHN
zIpaj0qn%&vv!`{+F?qY+ZmaBl<MnaYku^^~C*{RIE;4_zG5Pql->JrGle?~Ks~L8C
za%k^vJD-1|XWHS6gRA~pwY*p+rMS3^zjvqTWWi%%!qKiPx=!v(TC{$~omF~ItvVzR
zi$BS>-!Ap&uf%!HxXY|xANx*GY+LLSe*aY1m!j#9SijB`{4V^o&mk;w->!3$Gh)|f
zo3>>ruDzR_o_F*@14qrr$9}2nyE$HLeQh4MdB&cN-=sbj2Olr|{ln+irq65dG{yX`
zy!LLR!TLvk#UF0HQ@teU?XJE}$6gEWZPv0s{QO&?l2853ofg}Z%znQ}lDqrvvHO%w
zFA7ccpGTCO?w7Nfy7tAzq<sdUwgvC81<c$rH7mQqzRVD<zO=+M^!iaDn}y$e4vNQ?
z1pcdk>T{I))YIwlai7a;Zg!vkcvL+tXWnEE-;1G^^W0;TUuEkb434(BK4Y#$+LLuT
zwOx`O;!i-GJonduZ^e#DthTa$Ec5)EX<y_V<$|L=*9?ExEG>#WwKi&MYWM!vQg(v6
zuNUr1eRJxO-Q$hP-=3UG<P-E#4mqxKW$W%~^)p|vMeqK1>fy?Dsk=@sD%FwGt}?h{
zT2@;Z|9j_Ef%nH>+><-)c6A=3-IUiEdGV`@Bp=rX|Fq*XoTA{Aac0V1g(HuTthqn+
z^eop2UH2SHYmd2}?>Mz|*P`lQcl7>--mjEAzkE}x)w%N$?y;I}en<K}E_OxlzPjy`
zOpn#N)pf}+pN0KxCf0MT(CzC#zouwLkI_}R$#QFd$GhH1pY#3Wo}?dMk!OCz@Aj#F
zzqj1ZuC4D%UH#Fg9B00ET6OK}lGEMD@+kamVBq!iz&-yy2g!fj^SD-S_1q~(vm@e^
zHZA<`%OJ)Zb)k_>(EGQ`_PZH^D`iegPj){#$>`(K?RQcQrp@UTyY$0IbnOoApe-Ip
zkJx;iVfZqvWNJ_6`lQZnzm6q@b?N&F-bkwbFyn@Ll$p|rqvCfWjI#V*w;X@sveCz{
z<ZHkFEyFaEsQ6b>=6^%w(jBMRU)$cN|Hp7;pw9s@-Rsxm>;KklWjpsaTjrpNQ`i>0
z<5edN<E*3JF7grVdGzDOCAmb6T~){WSqo=pWUk4!Db)EYnq;)`hmuVEisa74yN+1g
z&uH!6)%kSCBJIi=$vy+w(;v^S*2u02?C-p|XwSu4((#8D?|CW^Gku3$-GR=NqREz<
zH1g+67mRsi)BAaOnL+FXQ1&=I-}OZA(}Rm<*YD9YbWwaJ(D798vEkyrq@L=SKKV=~
zpJTr_f3x9w`aN)pvR&|_T9NJjp8p=PPm^d0v{bwkF8IEG#p@R<1z(4|i+}#XvpRd{
z28;B^mdAwp1S^tbD!xel(n{@=cYf49amV=z{UZ{OEB?E^pCn-%CpLYtUXq5FPk@-B
zS=62X-?s06y7AZ3rMDN|dwi#>*fvjiq5d<gj_c}i-4*AjPe0LpQv9*4{CUk+7FB1D
z?2-E@b&S93<6%de?LP#Q>W;4n?>Znm|8(HLivLIZnLb*4%y)fS+<Uy|({Z7Kz;zbt
zk83)^UjJa!P%G;`-}dVWe|+J(BbBnp-Sj7N?D_aO*@w+?x$3Q~?(;`~)O3CKt~us1
z_sCB}eMkFK@~8J5Wof^dB{x6+W7Lt~i_6xxxBW6_j9@YOX7b75a%9@tZJ#b#Z=Eju
z>(A%&-sy7+-B!By%Pl=B9>3?x-s<m{9vp05J#Dh4eyWJ~qN`%xCB3t*ZvArpeEq-A
ztB&_SZAsEx3+fN*w_e^^{Cv-yu&19~O7Ct9x??x(^~+03z4hL6X|D<Rb<BKU;IG5-
z|2{1J`uQNc{1iT`7Yp{VMCr^Ht+)UEW^<{Yq3M2b!@gABJGJ!fEmQr(?LVK*o<6VQ
zQRmHRy|ZSgUVHY`ln*r8@%fVD#~p$GvvapazWl!bf9=&z-WypiUElX@>m^Xbc)Fan
z{@l>WzKBD5)2>A4?R@&_Q}oo-ReR4wNf@X3tgQe4?`PfPJ2%R1=dPaiW%lKtvDKWb
zcC2USvskd@l9%?=)Z^3Q>wd-@KX3EdCo}KJUzf;7GM!JChehXZy>yUWKBn~du4$gD
z*Z+GRbpP%CSHCx|TYB`-9{X1-7Ju3)c6#309gn(xe!O4*|L?5icRL>UU9x(;X7cpY
zt7>$!^*4vb_32I9`|8@-XuV_|W6|f;Pd7z;tu;H78M)<F(#`dE%kSIH=Pz6*TYScF
zY2aeFt2^)9Xcdo}F+YCKy^nRB*I%vH+x+cy{C_L^?K{qIy%wc?-LrQ6d(hD2^c&sD
z)8ndM*3AEYw><u8Q0>R6qn8>Bf1fIHtv!}4<9*`jYvJ>z_nO6H3LN8Zt<{;f=uZ0l
z+M?Pc$www7B_HowTRd~?u5)WGD}Ov}|NN=p<B!$rc4fs)TC?xD)al8&8;^?pG)(H=
z)p`Br)9LZ^R$n)<`~Rp|@s*aGcAj<ZuP>EV{q4u)s@Ht^y1w4FKJ4huibI_0S9JbH
zR>st>&)?~{|L@!U=hs#5z5i&}|GW41j)!g1VmJ2N9$2*6_0RH+^(qVu4bL=o{dRvp
zJL779oUy}awFS%!2b=`F&xD@)AXm(HWR8TPpWU;ZpIV#uGy66hzF=V3ARtrw<)Y=1
z?=LT_pRW}BJjv$YkH?jJ_7w23=z^t>cnN~W8|JC#g{|-4{8RU#S$@glKC4w5yV*oq
z8u%C(7+4czk>>&qs1%+(vnF!$rQ7-Y=T3{tT6txWYxgldJ_d#h9!Xn1AD6G60~)@J
z+IFQZnuV##Soq<d>hJG*V|f@D7AV}Sc-*_?QJ1z^nW4ai+4D0j_4jk$-kyK|#!*HF
z2C0)%G=qyC$66|1_`&ieZP}f*wug3toFMTlN`_5}fq}t+k>dpe1494<lNAF4gGd8N
zl7UrW0W;O4?m4va$<F%s{{KIH-K|%GGJigu?hoqmR{eZBegBs-^ZPZ$QQ2#^2HoD4
zd->Pv_4D8D`~7a!Ywx8&Qbs8ruWoJ4&bq!X_SN<E@l{W!hD&{z$-uy{!GPlh?~{k^
z@_z1el_^!9PO4w7{eE}4-TyzIw><8%UY2=z+12XV$K~s7WD5>3zP#Yf?|a_vcMjjz
zjlHtg+n&w%eBRzZw(8~5%p)CwFF`|Z-g-MzUfthc4;l#&yJXDFz_37Zi-zlD9o~0)
zzu!Bp`%>`E_FGx2t@>}~@BdrW@c;7se<7RSzmET3b*tboZ?QuE^i|Q@^In3+jjjIu
zc>MXReC?OOS9f+6OIa4B+^YZocmEcd;AK9ZvQ{N0wrAhp_m`=rje+67A{R3aIo%iB
zo^!q|3|{W{Rqpc<VgDz3uct05wfWZm@$vEHo|Dx=Wrg!s+}m4yT_*VUmzS46ORp~i
zxvxSj`wf!`J7}2xxLkG4t(wngFIT-@8~(mfaNlCnJwY*jf1kcS{ri>mvUM9jfC^Tv
zRpHZb7cI2Cmi7Lxsp#BaE0)<wE!S)M6;bj^X+?k5tH<><Wg*3RA;I!judur=V69c`
z*!aS*?@ya_Uc`%j+lmhl?o`F!10}cCIM8(6zByuF*vhU1x<561+Hdp8BdYMI=<|x4
z>3Xr3tl#em-m0&6{NJaqPiqaktDhPg`t8-ry|v|}Gy?;}(PgZA8;`W)37*T}{dU`z
z1I+wO<ZP>IUgrM#@^Uh$iMy)Skh$g!f1$kKCGGxB!>5L`tA9!`FffSuMqQBJ5dHgo
z-S^!k$7Rc(Y`t(g`ABlm_K5v9JQ4;9Yd0L?s+?0{@oYx&CD6!*-kuMKw!B`q`<dQH
zP>H(h(<$xGUv;CloJhWT-tPCCEx%r^etw|t)yn11X5LM<Gy~ZX%T&d@^HG=fr~lh;
zrp;dU_j*jRuhowS&7bcJtND27M*mwc?0kP;ZSe~Gr&EG2fo3Y4f4tp(KhAXH9ZvN*
z6Q(CwKk87v^yK8^%VN<v6Ww~Hrrz3?yZgdCkiWU-HQaM}mR9+*U9Ku)TkY?6yYuh8
z5?=cveO_hSJq8Ab467bTBBsGc_<Z5sMw?G3lry*AE%Uy+s}wxhxBY(IZ<&63P&5^8
z-ClY<cKfp#m;LQ)x4pg|mA$t0Lk=i#GnlHFXPV_ky}G(OT*|KIM~rO!N!95~I)&A*
z<>c@A==SQ$%HUh&_iI=8bsvbUytBC9?v}%O1_p+P*36BqzcS9AIA{HS&i0*G7dp4^
znd;j88#KC6aze2^M0Wd)r0%79vAc9GY+_<yxbS1k0`V*B>;JyKvOa$QmQSa&!{63F
zof=-W{by)+tf_3pgGSJpaBr9!D80$(zF__G?RNfh`~N@BzbxPXJND|odwZ*wPgHha
zW_mrwxIEwfagXt(Y0-HzkM+sU22~DL@3Vh>d0DAF+bGqmdAd9ULqnzd0`Uu5ugA@{
zDtj~I+nwU`tNu=neP(_mp;_j};?}>*X6Jc<lHA<yrX?>f$UI?WV9+p&y~DjML~H5l
z_4}+qQx+>rUtcS>F?0GOmAz&nXwdJyVKY0wAE+2RD>nH&BLhQ#4O7)Yn?D~8TNYfu
zt`wK~>dMNOSHt6dV|SOW{XWAi_tuhcZ*Pa^f+~^zhI<Z5Hum4|6jyRTKHh)6e!6;T
z_q4Z+%xqUIEn`Yz<Ma1^P22qrG=s+Y4>V)jZ~w0XG$t6dI&AGFMs}GE0`mkxO9W0z
zd|~@^#`ye_-0gR_J^Qr4vH8<~c0QRI>Q&vI_p;6(kc+(lnzz`aRuy}%=JQ#ZW1uv!
z<xbJ*rMla0DB1peGWlmdD3o)Vs+e!4&CdN)@#&X~$9mmsj{l!b_J6haEU)>U4F^uK
zGcY)8eDMfeGgGtX8|DU@PjHv3RC&AYcHYY9?RhI*yTx99yPZG(@kf5!F9CMzzL{lS
zTC(bK8^8R#u*lS@SGMKezOuXg{g*G7{mnlZGcqtFBnn)RKCvb9a?tv?y+sS=iR<tG
zQ#8w>FzM{JKc7xtk12oLYrf2}nQiH1KWp7yNn^G9^`P0@-S79^X28sum7<M%l8^V5
z#+6@m6<>Oo-`+;H=!D|WPaT5FmtxEBPF=U}*Q=68o$7T@jhGo2E>vt;AbzGzI&a3V
zvbVF!ZX~vUxslv|_04?4WH%|>suECp<Ltg^y3x;0``dhU+56qR_SYAa)KgPd@iH(p
zJQBRXt>jd>rQ?3lY2C`#_x4ubN}HWq6#nhQzu)hd&ooY7c5be9_+34{>vGHEGGAO+
zxYD_u&ouguKB)Fv++FRsX6Lh6mD;awZ_ls#dNus=QStaWb)RS7KlA-BpPY?Ff3$wL
zSc#%61H*y}mM=`Vb2gv7w7B1H*8jM&o2kK|JOZj<OMPPAU0UkB_xr_VzO(m$a%j%3
z9pX2N&)ZJly|4Y++UVuJW;a#t*8l%&dj0$?Q|<V7mzVo1PZMHbXkc~Zu40~PRhlJb
zo)>fW>Bq;%pC7opGI%+-6SD4k{@$-)yWZ`3{psuBHePSrsxKa(xfxK~=u&8S>{Pjm
z2aP4~_kO>2$Gs#}-l8DkR>@`G;@4Go)TR|{pMS*%YS?%?<ST&c+*@V0bF=lPA8&L&
zAZJ;W68E^~Pzz`1<}Lq!9JfEWu(nfmnum1G2FG8g<NpPf%Kv`5J-+Jw-tU(tC^~;S
zQegP__lm&9X|pZ(7#JE{L8VF(+qa;VA@9EmUecahaEP<=w~@PSX$ZLTj3T%4T>s&i
zbp8_a`!$=NeY)&#Kex~J+l`W^Q^U=&c7p1SUo2m^Kyy}?oB8c#{GVr%8FVYLUAD->
z{^yg)muIHWyLsa%s5!<dd_lWM*4iw0+s(9}?`P-j(p<a!Ue(Kw$L0O6$Jf_NSr(-v
zi}N!uG^qJFtpD)y`TXT(xwoF||Nm+F{w1K!*Z;lOqOzBE3agtHy#!f%iscIzDAc74
zlU#nij{iRkG-JBuvY++Szxn(BmPMt_OqJSQ!N9;^lE_rm`uUu-{@+j2_xs$=+3aie
zpn(~br9S<$|M#)qH1<AdiIJktHHGiHI=T}6fs&|Z@UkUKr^oF|`!DD&GZ8d5;-)Lj
zz`)=;yCKedb=cZfhbkjdr-n+c1ua}M;or3*yyE%X@=K2FvQt1k5wYl;jWXA?%|Q;;
zh`OLHQ}f{<s8V}*CD<QSA^7S>ZOM3}#K^#K!H468s9f!ri#E-_+obbu+;9asX6D7C
zd!4?&yBoYRB<oEQ0|Uba9?ln{ZM@Rc{A@lR`Eo0Jy=hq>$ndn1!u1>O*Zp4VZ}(GW
z?Y3K4m62OPV*{^#@!S8|aPbry1B1h5wFTF+zzwHk3Jby|ED92m#TgkG8q&NR)~7x@
zGZR!O`Ge-w_w9MN>-Dm`<@fJey#NKA2IJmCI|?6P(%b!J(!HwJYqva`mHn*Nxt;Iq
z=H2&8ug6yAfVxB`ESq<P|G3y+H^un}Xm!A`9?8kuIfd0gZPq8R85kHAEX;6R|KY=7
ze$a9aqtaJbR;JxII;}JLobC5JTYf&9ZJu=#<ds`n7KCS9UgrDj$K(F=+xDfeu3Xtw
z`r1uXn1O-eY;!~0L+SfJ+^j&Y$6$Zksa{Ki?k#ft3z~$Vrva)*q`Dg79$xa+Kbw5v
z_m`KGZ*9w+z5T_ldz;hGmz-3cZc_FUWXGW%$MqLBCLaeij+cbTRjTg&a>={${;llw
zbD6<@QDNN6w|f1)Do~C|NX-1kSbJfC<I6Rh&v}7*K>w=!^me^i)EcJ8z`!tTdYb%&
z`L*9}e);)){`Eh+3=9mt3vaT2VVAGjaBe@i_%`aUZUwc)OV>5q<=)y-16tT-BEq=$
z5U4F;_xH=?o8OM_d%bS=y1-K`3=9sRFTB~kqaBp=f>uu1p5fU4_55kjIv-GnZ_A%g
zr_Hk@85tNdZn1p%zpnn?BG>LcYd0Q~+8itY`@F^D9yd);0zKQ@@bCV~hl{?}?0&n=
zd;6UtZ&17KZ0XwQ?S9(p_Y{E!I2KP6WMF7m=Ih|EnY;JvwV(eVAMf{vEZ~xw#m~TS
z;E?Kq@Q!JpKAcpazXTMMlE!HvvHK6QNt*<n1O?+O6VdPrP%#8rX9SwdU0QlQ);xF1
zMYqt~dn%qxbiV{zhq3$EafxrY^Y_>G9S6-{XSU0hd7K6<?Yh6O7Bow^>-oIuRehF!
zzg*5fc53?et=FQm_s!D=)c{Hh!Y#htNWKi}CV(RQ*4FIlpsvF7xaiuiS1-%||8cx>
z*ZK(Sz2WQQGJkw{SS<TOdBO3XkBi;={ch*&&gJ_7>djs){CN1_kxt?4ZJ-J7d8b$z
z7#s{=K8kzT$S&tmey7kKR4jkC`10bD+(OH!E$w`=vq1CVJNK=hTYk?nzc~BGhQ!e6
z=PjSliJ4~oe$VDrU+Xp=74weWRWkGSZ&n6|go_JU_lB)5uiX22>GU|O@=E^K>-X15
z8K<3b(mlN<a`UHIZ>AcbY6m5=^4amFS3@s1vdhgleu|laVZ#gI3)-MM?&Z_z@#pH@
zzkiAU_i6gewcGD`DZBM}#O^MOU6H!;K@<0-D=UL9Z{PQI?X23p)!+S;-TThOz6UMi
zuzCFl)aGrjsa@tjf8H{mnL%4YHJr_^9pRwv-KQPz3T|aCUplw!mS$}I->;RrUpS6&
zp9Uqyl4FwTPxRhB75f`-Gu19_O8)`5yC3p*y<ArEVqyEW%J_?>_V2hE7#fm<FKE|1
zx4ysfXZ2)XGtc$=|5a7JTsr-dm-gBz(_+hRwg$C<R$<7N-AH`-Y<9li-(O#6Ki(*7
zUFMU$W}_RZ;@o?jN6yBASIT6?v!X2vjz_%*wSBuA?AX0^HoDxZc-$*~>+#=z-}n39
z|NE}I*kk@|&X<e0|EylWZx(0(vZ_Dx@-kmgM$|A%zM%bP^Le|Mdp@6=o%{di^ZE0?
z-7UXgxobVg`SZ5lW9~Wii1+V5J$aYw>2D2;%&T^7J^qwie~&?V?0l2VpnG<|UM!xK
z+-Lvq#}`m3bUm(G*Y@9!$C>N*e)9sYZDf}zI1pZO4dlAUhPZ6qPqAe;Q@8y!{ARsw
zwm7Jgj+0xv$0e%7xPN~;kK`o%;}PFaN#0n$=hLY#N5$ipDEHeK`Fn)lONyzvIXi#f
z%)=EvY2uTQ>ux?{^zx+oe4o?0+wZ`P*L$}$YHzaBj$2~!H6JVI{jHguyUlZH(8_zS
zv;D2UUvTEHeOc>vy&P1$sOi2CP1^feI)Bf`a|wISS-m##0uAkC$Zc5=Zt?X>@a22e
z@8_z=-Ok(n_S3%K@AupL-xJ%s3N$R`EO<ft&9>Wl;DY`6oMJ!F*zN>SCb};D|8)Gn
zN!#vKy*{QV2dd9zG{kx9<eQm$&tYU>IMAfB;CkYh7Z+b16^}nt4_fJFYP=C<<euN}
zc4z+o`~AG}s`58C4ByYTsVo9DUp~7OP6Lk!Eu3+5@1cwC@^kI}{doN45V!ske)~TL
z`N_xo&U&x;`@-Em>&+ujmDiH#xZWV^$_g9BJGZje$8Of27A|d9Q*o>CxUBS6P+!y}
zH|m1+nOUaVy8C`S+WfY^wh&fwI<2X#J7ai!$@cqoyVLGR=kJ}`XZ>!+mcQR_!)g(h
zFI>~(>ni2)_np#Oz2s_Gv~Ip_)t3{$^>)A61oN}u3(;NW@8^MPs^bgygQ|e|9{2ax
z*T*M|^D;0rsQEdpU+UT|1}d>mfC^O|owIfe;;UXREv{X&6qHUfG(ZA1ACDH_-K4hw
z)LagjRqG&cUsnUJS{crO`%11C-b7zu=an+Kemt(^qAPEd7${!XL#vIQa?PN6i+3rs
z&e+(^z`($83}l*vpviBsFSq7ZKATx`+1Gq2ybLaXy>`1<6u8+1sxCpJwL$my)n4w_
z-!}s^%L%HAmW#(#D1w%+g4)!*v7iRZECa^9hb*7ZnXI?($D@+xbIX^3TEE_UJ5@mS
z-^=Lxzd#Evry{kN!sBaA-|l+7?&o`s7nhg$p5DA&zWh$%%TwCxbD(j^`9gGBT-D1j
zACJpF-ya^4*lJSt=Ek4zpdwp+e$Ay5OF@l3O=HiP*0tMiY27WqUz_>&>vez7ppMnE
z8Ofi1e7><A6m8Io85(V%HuR_a>ho)gqG~=Kz5KY}e%`m6>GMlYX)ZTGsGMt6y6Wfd
z)YH>m9ufA>x$+6rK&p{wjyvvBcrmK(03-X7^82;s?|*-u|9{T(Xl4e6hPF#<n17wt
z-yc)@^I^OExyR?{SG`(U@_Oy|Wh;Z1Kl@w%|M&gNnak&1^H|Elz_7qF;~Jx_(+^N_
z4XS_j-KT#8tqSnx5<k6WYVP*CWuSbWb7T@|G~<ft>xQ~NACEsTeE#?M_w&=|*Z=#u
z<$7H8*|IyIPV3LVSO5R7n}#B&4dc3*?}efF@6_qB(?Bb3o}LDkmBQ+NbKdSqpI>XX
zz8jJpBH6!eiui2vX8-?xFPGc@&75VD8I*N#k?Sne?69gg8;=)x|88JpmfAf7)I<Zd
zZHv!Ys;}L8Eox=;_ji>|J4&xbs^@OK8n!b3{=RFVX5RwGNcO+`y_N>$S%T8~<q3+;
zpDMm^yp+z}5*Stc^{O<anOw+J<?8VM=H~Rc_clzGTNW{c8Ul;Df7fr#xoO1yncwcm
zf{oow3=9s&Dht9bzTYXn>|gh3GAP!M>4EkuobAzjCz`bE8>l7v_0?7Ft$BB?wq{>n
zht?DgmoUqT0Ot~L1Jt14!GU9XOrY?Y0-8KP8fd@gAXoWh;+ETayO-wO-L+IqH)_f4
z{QZBu^FLp3=3m-te$QfS=4G|@C+&)!oVeL1X;)Jbl{z&PG)x}+{@&ipm;LSULI<ck
z9r6{xsraD#f_c)Q*3RyCyRt!L*JV&|5Zs};k=VYp`rXdu&t^#H?=j?+GSQe@b}KXU
z%nZYy|9*deKmT6s_q%L0Y77hvIy`Efs}F-3#-OSSv>0vAm8g{=r`A6Bob-Hd`MKM7
zKz))|7Z<zl`f!N*^V6-@<E(9ey;%J6QMdj%MVpwCi>@y}9On0Lmnrf%n+sYwRr2*}
z_;O)?o5FdJp_UBC^&bwh%P*<>`)jG`wFu?6n@;OxK04A_`F~-%+$_-gH1ik9_8*T3
z|J<nUYS8~T@mP;!=9d>2LyvFCxoH%yCm%fh<>lqeHG`LhK*yWn9`1PD=iRNlEn=2I
zqEl2-r)t)>_uKE+WnNhk$ouQYWHn!}xz^?DZi!D<4ygb2a{0@@-|zbyr=MH%dB%?1
zTG0H2RmqEh&86?}?L9b;nSp`fv%kaog7<sBF9Y?gKoe`Bzr*8ezkd1kdi`?Oiw_Pq
zUv`(T4cWZ+<1y*pSQQ2ahF1wZRckx%YDJ$rZTIKHVVliW&aW;l^{#q8w|v#NqffuR
zz5TrK!`i5=r=nwzAIW_!{50>yCT0eP4_7lC*Kc?_EqWQKo&2oGhsQko+M1GoKc7Fp
zc~v@SzFqC5zu)i2Z+*Y-_q)@-onK#Dds%IEPEe`O6kWaP{fwYi+EUiNPAnhaZohA5
z`}vG<WzaTZKMTdZ9}aQvWc|DGxZLdJzh_yMX3gW>S0uSL!ftKwa=*-_Q^QWho(HvB
zXUVhd`~Ua-^3(eJZS0?c){uk8<7emX(ma1DPRx4^uZ)F3?yi^1GB=+!^FG|hdwT7^
zr;&FV85kl;IA4ffi_YKs1+-R${pr$aQCjV9_I|%-EnE3y;>zsn>pqvn3x3j$zN;M5
z&T#|Ov@<?(Jf$Rc<B_PAk26-ho8+x`^6`W9yI!rDrF!ku<g0tX->c3%F+s61X$P<Q
z9RvTk@ajhvpwT;9rYc>-%Rf)5&;K*^efsR&Z6{wZzpn076}!Fi+s*Xn75fom0JCZx
z{vWshXL$X1-iCv0yoefU@$3p8Hu1H0KmOlT^t$}%zKC`i1_lNxr_J+^+N$OM{=WbJ
z-2e5UC4n0s?Ei68|5Hoe#-sOFuiX~44^(PNd2P;jjIVq;HT&Pa^82-ymrjqHRdzFV
z`l`IQpnk>jc~x1riqG3hubcuZv`WwJW8Hh{^LhLE(HFA2YybawZZEym2PDJKRMiT~
zF1)f<ChHsH#Ojal+W|HI{i8V0Y!ql*`*ik%>FGKBk@u1p?Ep2*H+F*tD23G)gx>%y
z(r+mQ4Jd%xs-O1#{dQZw_V?}kexU9fVthfh>4%`Z%*7i=LEY1thHRkb1&$p@d#9b8
ztiBwyM}}9<#-jGe!}iMiGYpe2Md$Cmdcze|$#EKYSGPud-V?vS4pim71P$1>%hy$a
zI$pcJUW>lm!YO>I^m^>|8?K<rrSno#Tq3Af`JkEK547Yl>-M(Xv;ShtZmQaTI-%Sf
z1)67>WyZMo5NK58%ij03`P=?#ui4-Pst6WO;RMadIy$Vsu*`QhXuR#_xBsu>|AY6;
zAS5^Zez$wM@p&8L+J8Tv|19bj)BSYg^Zb8bmS@hd{g#QS!S(ihIAl`#>I$fLx!m9W
zuL-C>2wJNO+MD5J|NG{7SeqcNaJ|6h?f1*?*S_3%T+SO*VHQW+uXx=1`OG^|^*e#(
z%m1#tw{LH4^#--bL9=b2L6czI-Fol-Z~gJ8d->F`D9y8TEH@)nBA^i>&=e7<KtQTQ
z^!ESxWRiDh$Cb6w+d=aK%T=exY<l&}F!`8C6lAD?<qH>Rh7?ha6x_;OZdwK!6VF)2
z^2N&L^BH4k8+P+KtIWy1W|@%DmLr@mMDNvnK3j5tk^M>O1?#dmGrs%Iv$6d8_O|)m
zg2TL-M@7SP-Y9`8c9)q)_Z~`Ymz{Rqx&PYd87FPG{iwdSCh{j}oFD@<r~?}72ajK6
zuiKe+cHfWRn@;O_N9XNKT|5ocid^Q)UDf*T?(XMeUv7a~5!2(q4H2aU;Xi(!ub<av
z_v?j?XH4XuT2OnITW`mLz|-K-nrm-%@6g}-<q~MT*mU}G-`UfuzQ3C*7X9Xb_*wDz
znu-7ay({0JJr^`TF6FbC|Ha`p-t0F@poy3UJ9uTv@uIZy``z--Vy9P!-b!fZm0AnV
zU%5<Gt)TrFVqYVE?+MWgjTL`<CD{zr-N@izs%o9Vk=JW_%>%U1IQaRwxvSOs!A@3L
z5dH&H0Oaj_I_=8l^z*Q&D!rhcv;Xh6m+$NUS0{^ul%{!bSG9ujO24DLby-eS{@$;b
z9(C)-mHvIV`~AI)R8V%w6uzKs^YMr<Bpv<xJU@N+Ih8_C?pKMuqYYX*@Y4GJPe0H&
zcU;oiqS^Ng>}q~|*aB+JZ_B;C3^e((e16@od&!^)$Un{wZ*#B5manyZ_Mn-6-rHZG
zN_!u8*sBm$i$3nN);s@TpTeDr$Gw>s7C3^65z9IJ(q=ke-`}_2`{&bX(3Jc9w?Cru
z_nMxaVYqme&EBf7UZ9rh)k47&>vukzHS2Wltu2uXPgxll7JSTbT)*M_z3SzlU3HCj
z@4Je}PT{lv^8qy1wFK1oV*jc-EkY@__UqMBx%(@FmtR@xJ$)8vL&WLh*ZE!up3v@(
zu6nstJYptjFh?fpg7y)q7ofQ$&@Q8>`oCY(XREw(xBqo9=6?8=mVP-~tNZbhr>E%#
z@2~s&DdPK1!Pgt#@BjZV^Q7wZHMjnQcH)Ws;COaBcYCbW?>Cz-8=clMz77uP3YITX
zn|IW|&5rlxxBpXcPwQyJ`%2Ci@Av<&liMD*dv{Gt-OHuZ_kH<h7-pL`xqm|3?&|6-
zU%tP%sJ!>rtJN=;O!o7#e!r)f@9)~Et+U?NfyNoOZ_*52cIIm_0|P_CL%|E$J@WQ;
zqOL5TGmhTR*?e}@H}~$U$QaN-5xC>EebsTRcUwVa`P{-|lH5zrFfcHju}{A6I#6rs
zC$s&aL4-St{+_dbAM&>Uv|(P2-!k9X)ADvaYy*u%)V+MXX4k7#KR1FV+n#^Dc=X@m
ze!EpSLDTD%&}JA@mG1S}^4PqYdDqv)-doiA%Y6UOvo`nrp^bn^psDg%wHsriW8Pg}
zeqJWO`tw=y=XozTKDj-;^7C2q&pGcwb90}6%?Mam`}<ocsHb;yad-9F$m{;LU$2y0
z33Ok2*8INB`)<z1pf<pB!>1crZtv+(y~f5TGsEm|$>lqtw$mcJuYH_x)fP6rzEisD
z?Yp<t?{+@V5#H}R*UGd!{61(ok9JLuqy57c;h^*LY(IYjwaRpMf%-hLWs$ocb!itB
z=-saUe)lqHKbW8W-!GMXFObLjFD>z$d<ire<JKz`YFv1yg;V&`nRio@dcXV#d;l5;
zc>8bB=|7;+?2@-zuP+1DSfC~|XzAD7(rb~|oY)x{B0y!In%|rmzrMY-zWwip`1P~>
z8NK~$^$a&g=Yoo`y~+0%pZ;t6{f=?`Q&7ElqsMW*K<rV_(9q3qprStW>(%i5DMp|!
zyiJDVdV$Bg7f1gB?VB)W12v>h3-7)vdI!|xa=h3Sr>GWR{c7d%Pn%M=-><8__vrod
z`E^!rw_cBfbxCz!Y&~)*1GN4~dN*kCf{AeyWUud*1;^Km=teIS(~UawamJ2+-TM0?
zGE$is7#36tUI_Nuezz=o?{!;H33AC>-*<D`*{Br=+3GhNkLUc3tNZyBG?%r^`u!eb
z(2O!@8%oZUO<<=>G{>C=EhGYE+AaTny?(Cu7F1>J`gSY(@+s~0cc8Vp@P+@c7x&wN
zS5XI_pJ#iSTYt}l>vsLuK7%%`ZtMmX*2W9EtG!<S`F!60`P}k2P<!^*-}m+L>C?eQ
zss~e*SLK?@-DPi!URRc+_pjC4ey{4alRhY+oo#NI7bInnaA3OLW>7uJ>*?UH*(+nY
z2|NtoV4OY))U+F3o1vv|e0X^HvexP~lR%^MpjvHS-LIEb{j!!tDWD$iRk7`>L$s!X
zCbxpFuZs=dUG_F;f8F0p+Uxgh5}3ycn(+2?$agTmSCI_b?P>LP%jHWm43j}qIYH2g
z&*=BLx3=fcSM!?_v3c*mU#~;2gZkqyK?wyku<CF7H6*I&r0VC|x^FkrxgUbY(=P<D
zd|@j=o)gWSTYBx}!Ya_*TX=kJ>E7*~VW0J4cU{Q=b&;}c<;`*;tU#+<<f`9H1a0pq
zxm$XD>Gu0|)_3cEzvX@z2})%GEMM4+l8^P6RDF4Ihjs6o)YH>`eiHV#34H%{ncv)5
zpzT_q^_wz>;wv7u&U$^UUw*!t@2rs0`Jfe0vCm)cK9AOeyXOEJN-!yYc4n2>2Z8Cz
zDc4g$n@ZQd290F@dYfNAJMHYOslUFxoegT=)YSeg`&=|1G*_dzZ;$H-cIZ^;%gf9C
zLAzB!tFkU%i_V{$xA*Hc@PYu)0QBeD`Jjpjyr|*ZG3k7r3!tgs4GA1CcvEhsP6uxU
zf4}Fm-_?IRWRg!mKlZ3wf1cT`jK!eFTFuUy-IY7fgC^}dpKF0;zPj8U@)bby4zqJM
zdG7lE?|1e$*Xdt($ml*TR^D~O{{NrPm7ZHKEOzggIimgE_}G-=Iq!<A=YvLJFDLcJ
zHZ0Sb79kCtJiVMYJ9k=o!hEybsCidyUCO_ShD9j$3-g0k2L1YVegC|wZ*OL*`OlkE
z_wV!k=c(8Dtlw;yC3&yk_S=n;Z#UDIUk#79W&alJZ);lm`kL<BozLg>{)%B_VEB>6
z@`Y^+X#VW`y=r~X4o3e+V#%l7L8a`;+mKQ=_5aWF^`AE76utp%u8n>mU;pRh9+&8w
zpyf=?|3K4&&VN8_nci>Cy}hmXlMJZqXTSno`L$LLG}nLiX}A79i~M4twJ$DSk^^Ob
z-*&XY4p1+Ls;dfzgMsE79v*IA9vT*@x;6K<+1Gb>t!@8)x%^e`_v-k+TDd!)PRo3`
zbo#mI{dIrStp9<!Q@T-GR@^GPmASn21E{^5;lWhJyzApJ>B|con=fT9pF0gS<XiRi
z)zn|m5gn`k`WFk^K}%{T$klu}_~nSO|B`oicP|IkoS<V0LXW#D%m=Nw_y(G3RJ2tF
zb&9(h?lpks0ZV>7Y+vroXQ{Fl)X6x~A(#m(GUgtSumAh?WxM^KL~u@v%3eEl-L6-w
zOh987|Nnjum%YBscQ&|Ts2g<~lw!7UzTi!P4&&^cT?K0JeSVrDJ70Q!%_mRL+V9}y
zesj~ZGvn)iKD|6Ed)-X%s#(yc&PMPOr`GI^t$!-c9{c@%|9nty!>asU%vO6n(12fY
zsXS;WQ1JG=yQ`e)O7iblzuy}S+7S;LzVfqrxn#@dbJou<++P*C`sTZ2*wU#};Z<><
zMmZ1T-UXnU+LFV(=1;DDnvt+B=l|dD>wi{*Msq<+6QXjrUj0-E8kx)aZd~%>0%(3o
zXA5Wvra^s4VZOp?z1=x^7wf>|Jjb6(nA@p?Ryy;&_<pZCpYK8OrdO+0KRXVZE}DCt
zU(Uv&_RB?g)7zjiIQjEzppjd(1?Ce#!_~fKH<x5JZU5AgU;FFJ%I{^*=hxR+y<W5V
z(u%;vmzK@W`?a+H^RwCc&kSE+w(67@m@kM((!FN3A5_VMM$6SpK-)6sK^kt`3#QL4
zzgG#Goj<#I&+%I?C#(6Mx_xD3@aL}||Ih#PL>)BV>$86Ew<x~f)o(VsgHDZz+Xw38
zxlT8H!JD!F?>F!cTF`=AzFQk>qPFx*SMQr`kmxk;=H545+Urhi-e3QD_Wd=x=0~{y
z{c_p=eC)ITAN%W{9I&ta^u(qyX3b<d-FFv*U@Joszymg~goJm8c7=Vk%)GuX7BpEZ
zmhlsGKnhzdsF5{#CJON<#C%~h!_tMU>N|eF=JVOiwOg;9I=+7Yzh5uk?S8***S-*~
zrHamNOV-8i1|7_?6f_7M9#^@vaXu@k1>#Gn1@inOXtf?_jmag@Xzje(Z#TC*pI7}X
z_sxxsrpM>h|NDunIr0(IBiyin^9ApVMcsN{pfMz?Clj2(+Z3F?3VG{H1g+7s>IZFF
zzT{{9c1qo+$@7<h#>+sB{LII_=6;~5FW=WcHzXduq`7>~B+yX>TMn{GFL}Lgx8B~r
z-)_JBb~``*#CgzqA=b=|tX26}W<VEoN!e5sKo)fAy#%f3n!CO8@5M)Pno-A3Kdk=q
z<74KfC7wU+PFa<_n6UfY@!aqC>;K<;R}3yKe!p1U|LOm7pP7@o9z2eW*V%Gh>s0YP
z;je+dwI+VCEMGUixZ)ZhfAz}o|3BWWcy?#SGP_l#$A4)|SC(SZWMkahxaa@B-<i+O
z%v@Rg{9Neo$Dh3Q_l7*rRjRpOTJuIfKK@?#eM5LJa`W5w_x4t2m06W!yb%)V1})NF
zwX*+zp!n4*?xr9c|Mc%#vCNJuR$jjTPhsAV#UD9e_{MB`5WejcXpI+W{4R55>NHQ#
z893dGek|3mOQ?9<YaaCb+uPvc<#zwvW5MgY-A%uKw12f|7Rda6?y)9&e|1dz%<=s0
zuF~u`i$26NRWU~*FE!h0uUG!^($aIckNmTgjsI8wraSVEcK^+S!@RHefSW{XgTUvx
z2*|f|ziLl(4v_!9SZ~$J{;XGvXZ`viUmECJ8xjl>n-x}@VW}@R`G_g3%mXh_3tfA?
zaHs!#yV84V-@@hOK}(%xJ+A)pVxn`^Q^Sv^W6wN`yI;%1z_20XLess5McJU!SS~M{
zoj1$ucFtxS=HFW~FMnF|F7ZGEV`i&p*ontS4jUeqnGBi+E_v80zAU!<t|@5r>*dV!
zd7j~Mm8tveb}f;wezWoAo6YC_K<i=n-hjq%-%S!ay^#^Ld_m}f^o6?LZ>NI}S}{pE
zF~O!Yy2M%DG%Mt+O1`j~&k5t*(?LUOf8UkwKYe<|+>%S4mMzD5-hsBdpEXpUQ{cq+
z(_N;}Wfo`(IjLLsQ|-3g+h(TX7gO!8O<RArbpOsEP-tKap;asSrJTAaS$+krle#F`
zjHjLBw-_|744M@B<nslze8S)U?-!Z={Xd`0z6`37`$3iT<-6tgV@v<8-F|OY*`31U
zTh17rezNrCyy|y5uf)81-YOpF@%znYe>=N*)jDslUpeDl`v-LR4``S#s_Ny^&)3$+
z@7K58KdY$rNVW2`+BY{gCWAW|r-b(ZJewa>{Le<SJ5~3w?d2)c*36l{OTw}!rS9L<
z=-_DCl(_S~5t>g=DEIrs?k+oPY_cA-nCEZx<(OB=vvar2eEX+EcUnvCy65hHe(!oV
zD;r!Gf!ZdZ@vPc!H`7<{yn6Kc{Q7yIQ+u}D%3A&OarM_%Q^Uoxv|#gQPgQ##&*{H9
zb>A6he%mQ#_bML$*?Dnu`uRUUxjw6;6}BHMI?QW6C2D(K?5<z0R(tF3`QQYanbI$P
zb7SL|bJp*#RQ^fsw++j>x+?VLpU>y@|9+nTUuSO7DNXSHvoC)>pT90se7E%a)N>Y(
zdoHc7`?@+};R4X%Lepk>{{@|Bvh;Dk{XWo1Df>Weol8f><72YCo^7?;_xEl7bkM@r
z^Nr&1H5*Gl9AuvknqaE>eAe9i>_$6KTkH}jO72@fKGv(vD{ZE;e?DmJBdhOgpjq9Y
zAD6ha*96=uI<4yss*hJ%UOQ@fJtjEo{=Qn!Jele3C7zSLe2?zAcKplB%igo|c4cNx
zk1f*#&BFbZseG}p-3!#?Uuk*mIJ<mJKxrOmVPbvRk;=<5uOI(<y<UH7=4G}2_UC#*
z6M|Q^W?#Qlcw9C-E3dTh5T`n5fnV6J*XwqBflkhODZc-Q>&o2Q+m;$8ADc3(Y4`hm
zyGuTuRDWJ?{n+|x?)JN8#~=Uy`@ViUXbs^d&;srKTc^jCMNa-zKCRW+VR;~EJ>*j5
zew$6tKAo9q{F(jlg@w+qZT^Ag<TF77o42m-E`NXN`@ZjcZ}#=pn}~mHuv`B%IP>Y$
z@Vp|%zpJmf|9I4`@8zw#HRR>3?De{)tnpjz4!KF^PN{#9weG9nbC>)3YQ4i_OG7gs
z9BA}aTW~%**5yK%{Q6m|D%bXFuiLR`%d1tZr=^{l5t!Ar?^U|{pW8z7mj*BQ(=|Q*
zt0Q^)?Y!NqY6VZ2-LLr^RJ^+TN8+PTr}fw0+W!4s^>jX)4+nyRjm;Tt>o!D`-z{DJ
z?d|sabxZ&K{cT?GGQ+E+aQVeEGYpk`<!r6Wt@W~RZc5$v=ZLWXmCD&S;wx)j+}~fn
z_qh4?Uzw-GTxvl_wd}NxTkbbEsCa$<k9CFr|9)Q%I<_YlG?l&cntRFF7*Nv}RHe@9
z`nk4yW$^N4pe^F%*Y76x+kTob^I4QUXai#Ke7o8r@$cv6S}*^4En0tW@i|LS-I5u&
zUBS*9bimZ|zu)iM^G}Vua@N20%iG)L_m|!I`uqO>f8}!jHk{Vmz2sS#_~qsP^K&hH
zN`BXWx#%8Td}YqQ<(CRrN~F$$TG#vE9GO1ftFZFY5>HTZeE#&uvuo>SZDI`sx3WK5
zY`XQo!fg4kA1@a7gZDjN*;V@5rtS-9a=`k{2Is84uY&Ok${9yuSbb0ax#HThbnmZM
zt1ruz-<eqV`}X~1k(<+=3VeDtJAc`;2zkLB|30+aKe_Gt!3wnE2ejevoZas?SMJz*
zD^KZ@wKfB-zFMg{WB#un-?s0cTYu+vQnxN>#C_iJ_~RCTC;M4xnr`3K@u3nlya8H>
zR-bpL{C;iazR8`!>dT(3*!O-VXxG*Jx?h=#r*^x74vXV{KCe1&9tUXsP<GMe__N)h
zc}xE}Keq4xtNZs&y1jQZ8}BLMTPEh9`qk>ig61NNcu-YXEWY+AGaJtdVRq1v!cXpR
zMW=PAgHDiI_DrM6?aP`SpH69mre-IBmIQ)w$Z|ntw<XW?>aKKgMw#Ev*?cADXnNY0
z6`*t5CW5+Y_w~!~mWG2`_(8?Rpq(h7PQ3p;Y5PBNrB?!9PH^Tssr&xGpU51$eD?Ur
z8qK_`t3n~O$;Y39Mr$f(->}z*q_2HmwJ`+;SuGd*2c2~U>a=8?`zjbeD=F-zK;oOD
z;_*J9fs(cMXII+A)qcGST3`G0W~H`sWJJ!!qea*MXNYF6n=gA&YsW=5>7|8_k1ch*
z`{#=LnLBc&0^7BttKV)dejQQ5+^4W<#V@Vr$3c}X|J;jJcS6qi*Shp~{b*c&r(2<J
zL&q-5M;*$a_$|A$EauMN)gk{WDed!&ga4ZO?N02y0$SJ$%8HO!d3$^N`Pl!7c{;P^
zE0}P8WL1w+OOnZXD*j}L%v#IR&c9QSx4-ZUy$?xxKiBqyHtcQBI<iTB<B^EqjSJ58
z@9^zW%*p#IxYqW({r{SGz5(~j?$>_b@^;(pXZw?7%8KpG7tPMT;?Hsw<dx&kX6MhV
zpQG_VL-^m<_4QAGMNB#TGu+lbY3Ai0dw!fN-#2+y*Uy#xGtMt5<Iw*<<MaRLLfLiC
z-M;ulgATs~O-g~LhHUy>Az7tCs(PB$tnCr!l&5J)f)=&+J?c>IJ8`;l%JlD+FBUX=
zfzGhGYLpFHj_|UHTkpi_G|;roX5GzVrw<-E^LFDC_c@O~N)%d7Ys-A~RoI*PXmPJ@
zT3D~@^+)ePE%7TNXR>SORKMF<xpRj7pNIUR-Ym6$J|18CEJFVIoMOM1_p0BY^?rEd
z<43!$@4-5rH)LKf-nPu7`}dw}t~$Pw-mXV?8diOIap~Xh_w%QFb)`<5m0asH!$9$T
zP~DY4_o;DpKc8L#&6QsIbXq?iG^gTy_UGPBpkuQnSI(YQxwikuJHhAfI+;?ZvyMK0
zm9={9wD4J(d8HqpO!l7!3Wq;8Kb}zTe{%C}^_Lfczs}eH3(n$t^xNrYb!g4<Juen@
zf4UD^OS#YPmC~yv-;A>Df1dRJ^!-Z2tE)!YXS5mTx`}7ItlM(Q%hKcMC%KP_@!P&$
zi+-+uc52?Pm&-1Jb|3ZkFV#`%xE`mcVds*a|B*i{c>VlOmx{J-w^+Aw#`IquOP|fU
zwDUvgYvpT2Z*Oi+=Zo{!-&?ZMf4<$%(-Fo0Y%*6d*2cYlbR)Tct>w1j=jST_zF)Sf
z@8h3&(x84z+%e-rUOGF!ZJz&ENB{KonAeY&PLDe^f4-pG>_wF;`_J3|-&6AI<?`nN
za`Ttp-CeH#_d~mVj?u!BxL1!Bw##X)-TUp<&)Q9(M%0F1*P`>M&gufMhkh^k)T-nE
z^?!Y$+d-}3;=f1J-D~t)D=#YjyF5Yn3j+hgf$7Hhrs1*A&}Tf`b~9~u$(xPG&2Ied
zm$5VgwOkIqlV_O4#VFg5_8dAUG$U8qJTK<qVLgTmCA!ycurf3p+i=;>dTI8$oy)R7
zTU4ftsm`zeR|#5k7F>Mw&U||Y-+r+YhFMEN+qU##cZKAxjoRuZ9$OL!nxKQ6mstLO
zUfqww@}LD|VRyf6JT7-y_bF&$E2vorK2;I40q%~`f6$UsZ@ryMmW6`0a-H5TX<e3c
ztMd8W%b-p1S9TUZFS+2zzV!S3`u)%B!Xs0sn&jNru<AG{lrFzqK0mJ5^4<F`?R6fz
z-|wr|yMMm!+vYzz*ySn`{uM5a-CYKnl9~Uuz1{2bGGA{{@%!|}t*zOhbw}yeX}`X_
zeEH*XzrXgH4Ni4)Koh5+U2c6}Eh|4g`Lg$Yt-k$s(2Odmn*96HzkZd~vw79;JhRvD
zEvtL;qcP>tkxtX=f8XZUdxPq&C{Q8a&L<1rIC`u{GPv~ju6gwqpeaYtIycb9yOJA;
z?MsFIZ49r+E(J{j+m}trUAy&~7ihuAvmZ4K3k*44Fa#_Ft=j_)$b*`j;7J!|ewzt?
z77tryy`EqFZYO9l=W@_IDtL<LqPx8B?zh{bXIU1f@ja{k^~JMYzOI6A{zlgm{U3JS
zExWz6*X))CXkia%Dbvfj<@Y@A|GKvQ+0Gil8{cnbuLm_!m%p$3z8f^S<NN>5bNkDn
zb4|ZI>ehe8Ag#FF4xIh^IY6W6yT0G6F8;7iwx!?d)rvoNKr@kF`s@EFzuo<QpJl-Q
zPp7m??>z@C?C$6Pc=%|3{qNf`^NP>gn*V<g_zkpFo?CB+!ry1+`#nLseL?H2{s}I4
z^SIyMkC~nC%-5e!Ci_2=mjW$|*;DU#{{OGn>(4v>-ShdJH)z?q_S!8$>zcg^&wy6v
z6$ZM43bJ+ED{2`R1b8uAIKv}jvEj<9(AAeFdFw@Pt_6)HeZDa}f8S0}f8|Py-Gc^Z
zui5$gD))W|jap9cvwSvVRc-p*(y+|qvgK=TeLp6hKjqQ<hoA;kd|c(zsovu8HHB9V
z_f~z?np<`&({%ddAIbf;+g{DMTXuUbXeRs2)zANaJnr{i8@*lcZpmd|)8BSK9yAB-
zE_<7G>d&v&>!0tce7$!2s=VEQzulhB#xEE1{O`Tu^R`Q;=|*3(nSN{C&S$e?z7;+`
zcJ&RY54N)S`MIytN}rvXxpe8Ys8ygPsOLWZ{QmCl?vf`H-NW8?Usr#%E@$i2Fl|te
zarRqN&^*Q7etw4DgA$-@2-@DbYN_cipZ5KKp6Y`(jJ;esJ<bc%c8Ra~=n7gjTEtyY
zlG!izB_nX2IB0bWcstVWvg_YotzN&(^jbvny7$?aea+YI`qM1`N8#<}^L9H$YmUp7
zgHEhXe|39%{@m@o$7dNPyS>{KcMY`F>)EXAYcYM(UcTTB*zI%iZSBm|X)8b1E%pnG
zDLiUv*S})-)v)Nb&x%Uc*MGlTo~`HJ-xTa;sk;5e@qZf5S1Pw`IsfwK{y(2iS4uc7
zJ!^Jb=X;Gt`OE(2wJ#R7Kbyy!`f-<Acol<&5U7~aWU4$r&vx~<qZJ?XYaUBmesL>*
z!Lk10Q>#O<EVnsk8lJ0;J1X(*1)Kcc4cXlbqTWUQ|1aISTHSH=>N`^xW&eD=e*e68
z`+mPGxnKMJ>AUZs9slqA?Cck<xoB#;t2?|bkiYcr0fA@B{IdL?i9J54JwLxB|Nnz#
z{!a#tpa%4LL4m`pi|#%D^5^-ppDpo!UxkO-`?TCT&(9z=+wcX$hj>A+WSdf-Ip07h
zNNnfW|M%PN(BnB94zj)c_xt_&?{-n!^X5j^Yv=Cyc&yT=+J{Blo+~8p=>f^fdqVwY
ziLL$q_;~;P)kVj1l^-1Y@qR|eyHnch*L>cQaj<W}pDV%sSKoAdJ_9v6uEz8gehU1T
zadchmwHY4k^#axN_x((}`uEIgiT(c;%m3Brw~jBrTUzX}evZp}yNkc%h0lbp+9Nah
z8fZobv=3<B+n--vTuk0~nwx>w(Sg0;f7b=Ewbwv>Exr=Ng*Q6{l~?si+Ef(qHC$Y4
zr54b=?!(2<eKKmwE$$3`*M8g(Z?uovV*lsEVerzR+iufe&$#$!f-~Pr&d-LOF*f(&
z|Npvv=d2CW_d8oY9D9;(_%M3SLpgh<BWGS3MpwozVzsGaKH^e%k<}(`TK~-Fi@)yE
zshiRf`7n9echItu{~jN{T=svS_aD@zo%>zdcwPS1t6@7=*KT=qJU8jmt{FV}c}JHN
zeEgFvw0*^Xjl*}goRP2na`EN${r^hmeb80g*e!YYacQU6uT941ER?6)tNrhm7hF`A
zyzKXkjq(g#E+GGcHg5CfUKF*R#@T&yzw(XHE(Yn%^N;WNB=K72?gnKA{cSh?%bSWB
zPj=tX7kO`Ss`aq|cka9`0`3z1g^xD&+y<?Mv?_ZOA>60@!~H_9-Z#)9Svl`G%d~1g
z-EW1rGmiF6km;A*y#D(0=l1_AZxx-^EuQ|n?(Z+~X5!pUC)GlayHxZx{Ch0_-(q`!
zd*q|`))|U>?Y7@3^8U5||L^^OlwEAT&-l5o%)iO9bAs&JpBHZ{Ok2=>?MsB!+tV%+
z`k%{xmD}Dc&;H20J;HCT&a}Ah)N79_UGKWv_RClXaa%F8URFx$%6{X-z@VeCab8u)
z@qV#NhKMOMRQMPoQjYq(H{@AZ|Nr04?+4!3|Nm_xTwk)4y}`9ttb`$9;@6kU=RbS*
z3$!mNj!%ErljB9Xpi`Za#d#T?&4irkkuV6S+=Cwft~Z%F;VxUaBR6P!fTydU%Q~lo
FCIB|7Up)W-

diff --git a/sizes.png b/sizes.png
index 414e469226715ced5daf9bab97675995d7130c90..8405500515630c27aef2d27a84e77514242310ac 100644
GIT binary patch
literal 24516
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz!bs3#=yYvQSOW?0|SFqiEBhjaDG}zd16s2
zgKuI<K~8>2PG*uqS!z*nW`3Tro}q!BfsR5(Nl8JmmA-y1T!mhKQM&$=qKF~}1_sUo
zkH}&M2L414W?W&vJd=ST-oVqvF{EP7+q>*DLazR`f55D9lu3glV#C6X-MT_==H6H&
zC>*%>hH$f+$+e6PZaiU0${Q1fsu!tkOn4tVrDKIlr(kcB=s~x+|3BOA|DRJfjrC>q
z&C2`FC8y7{EPj4&ruE~RcbUFkOM^5SK^|O{dDzaDfq_AQrG$ZjL4$!&mVtqR%fW%2
zfuVs(-~uB9!vcm;DZ-)Axa#YV$NkGUpR>}g{rB@Z?_TXQ3%&LCn*4p~U!V2jE(601
zb(WF^T6;gAv(7wk``yP|Z)Zx@<z>FjZw@~=*c?1r&G%CMzt8j8D*qi5IQN+4^!I(=
z_iowHHJLkm-OjYAl8dgvx3}d63(hS(Ci&Asx9i8ABma&(Pmi<u|L61NRjb#{nq`_j
z&Fn@(bLFnLt)b2}?zX>PEdFWv|I_sSIvbv|Xb3UNMrhO<9D90Feg2$x|AJOdu_}Kz
z=l%WM?RQ_@J@(|}<jZ!y-%RGSda<D7&Bo(;4SUn#svowB2ko!>d&&Oa$Nnw9Uael<
zdQm!m&&2+Nda=8ftX{WE>+eJU`iu>=KVPk0UnJ095Yqc@|Nnm_k2=+toi)F26I*__
z^yQu6^K+k{FMQl<z6|8!dHLcE$5JP@-D7O9ytpa#^q=PPZryDwcKqFVT+aLb-tTc)
z7Z)Ank+)7d(s5;V`1+DFhR2t*l^kGXfAV+6&3#6XzkgU?|M#`i-72}nid$PUGanpi
z%-ni4Ec-%jXG7hynd#5!^EaP06a7B7>{jN>CzJjCdT$=)x1Tf1EO*wrozG@n*;D!X
z=O>wuwO?PYUcYQ#?eBBb-!fmY;COMsDRX*kndkPqWzoOxzOS1u7MU`!Oa7pA{+_~L
zKOXm||G4pDUsQ|Unu}A-^o)gVnfCpBHv7t|(ABKl;<=kMD&ua{{&?8_Ge2<mw&_Qo
zul|<4#<1(Vl3ns=?K$EHr^naL6pOF<*mke?P=LHc;LAsRI#a&gEx-Ter270N>~a+g
zo^A7-toF39`}f=J@q7C_ubq04wCkMJ>nCDA`edz_&Hwjh`OD4c?N)1S|8z?G`MZx7
z5A8guHv5VEyVq;C$N7H0e>;D_ZG3<3k&_M6<Lh?b6Wgh~{f^Oph8~7($K|S*T#v8+
z8-2Wd+Wg=9e!p8?`R@Mzf8T%ZD|~$H>9y@I4#}^5ck$J)+xP#O?OzvJcvLj}$#uE@
z*u0%jgXY`SelmMq^={|$Pn;8$PK(ld|NqzP_4A`EUzeT#_p!fz&a}w1nS1)P*KBmN
z`g$c;o2g{av`ESGGS~a9UacrO%xnJS?UdK1Y9Cj>-v9q^zSWZn&Y!Bq*DJ@J-+DdH
zI(BELu==vg{`R)l1E+Lbb?coe{Jo~b>c_wD`{zGbkI310^wPEH{JHb0UahQ(KOLRF
zcWQk8p7VkK9yIfx)4gOYTq^uqd=X!=^~Sw7E7vbtT79?ly6^hE-=c1n-Ol}7r?>yl
zr_2KljF)ZW=RE0rTmRhp{>iVq-)uU)Z11;Q+PzYyTJrT9`4yuso_6*)^*i`}wOQ(^
zDJ9=-rayo8b7TL<s=BYM<9);TKYeW3wm4_k%Vj@zCeQgU|NqDF$SV0qrtWv$_PYK3
z_U`WPd&y?67UiA(f2Qy7tw&p3w}0cvd3rrg?!Mgi{OxzkRyw!y{VZL#_uH+Pr?l6v
zDYyQ9uR7n(FDb73+S=&l@9Vzr{@IdP`TyO%-|uX`yZ*GydVhV5%z9(#>iF+JH20?$
z<{bH+STpVQH?vji!@c%g`(d+w!y&GhbBfQ+d|2+i=h~<5(R=R2mftnCuM0c!Tim((
z(bwbIz0a*a9AI8<y;AD@-`V&7sNI)8e)ik#{Q36TTWvoc5q{}z|0^)6@Th3^E8T5>
zzg~~`FPG8Tctq%DMgRM4H=h6fe&7DScxwH}?)W9&-rjzGyZ%G7{FC=Hca>UM-?wKd
zUR*d|h+S&!kHYJFtG}0A_BCHRxBTADXYR>oPRQLowm5a~I*!L5ADc0S{86a>{dW81
z)akL)n9Ew$&secqr;g(o|Lux1{&k-wmmFjjUvjtnzAdkmi3a<``Tzes-x>4&-{0Z@
zS<9l7cS_Q7H6IS{@fUP?#2)vDp@;KqQq5~`{k>n-HY#otRabblli&W&2bn144@dj|
z|7euhew_c(^7(aEbBj)CzHH{V`*CgK+Kuvp`^s)4wwFAa=>F_^#{$9Ro!R@pSv(YM
z)MAR^VSI6AWw71Gg6py6S9v%qo=y$_)c?8SjG(*B#CZQdA9_DN_}E<KcjQ7#bly(Y
z{rVpdn=@sxJb6C9-md+ELD`!dcb4vzd7&I~th(;S!uDk!A0NM7BHJhb?W3}_Q{tQZ
zQQ2#!w(-l))7$ss(U<l0f3@#cKA&rRce=$+q4)7~R5~t*ywA2=;i}NFAToN-|J7?Y
zdD)3Q`n&hntJTE|x+kj}3%w6-xnliphw^@YLAggRC*JG{SM<|!wROGG_qRhhM15{a
zkX>WQzZjpnR;K%x^V@z2ID4UwQ&{cEcdK17$3GwW_IPLAkHhlMa$7(ByYhU)VLtEc
z@%6R0s^9OutY820bd8g8T)m9;$5~n3=Yytnf7fIxW0}R_6S!ZnAnjVUieJvr-#<3b
z|EsgVf8*O5$M(!yp?~cE@r`2dV{hbaKKtqZis?6wTg+P|?kMy4<IVnL9lu#qj(+!I
z*{&fy|D?rCf&1FdZ9FIMD;Iv!+BZAthp$Y#;=Rw6g?rBVv|OLDSn=2u_u6wOW*8=a
z@|<V!QRuLwQic26E7yzFUuoZKmb0yTl5DeY_M&-@SRD2|n_0WR_Ty3UpSzX&Ca+lE
zYj#V6{qz3+f8X!SQ&O2exBOn^&&}n3J|2I*t6SJ#aMj}o?e4gckADi^Y|Fl`x4->k
ztn}@!-&x()#eU2Dmc0MG&`JBq#){W#w?9*K|M*wvzH8y3h3g{!{$rext=iCfqV#&K
z_<kdA{XHL?UT!+Ar>(p5$)u(0_x;kk|9!Fi-xXWlZoB=ge*Kn9UQ1)k?{0lo=x_7U
zrS1-|`JI4`dljAAe9EhB%<`&#y<DE1xBLCR-=A{VMr{RG_NLqa|NFlG{C4|KCzMUM
z=WaO2wv<oSYKq;@CzEI0{`d2I{j^zTxl!O;TdkYF|L?bw^RmA~Z{JLx9~)Kk@u>Iz
zU)T3*<=OvyGTHm=EK}`XIoqnX(r*vj<)_Uu&yTy6xqPly@N&PkJ8fU-&wG6<d;Qt#
z%Y9}BMWs#+{bX13?Pj{@?HOjdQD^sWzm>H*=Ka>!3-e~)+gtto?UmABFPA@mzD9T5
z@ux?{<Jaue-FA0V>gh}T^*;{Jy3J?%<-(;+r}d(L{dnB3Eq8x)`1+vPX1Q5?&Gvs^
z`tMx#*miyHg$0g3D?uf+<h9T}ZCAtN_g-1--rsdy_;%l}n}x?^msjhy%M^JWHA|X*
zduz7&;pZ!U|LC{-m9g#q>J4A7ML)m&@5gcbYj?~F9~}u=?l;%Vw))$eow{<uPxW@a
zSX33C-%;CPw9()A*7;3|hufaMZkH{KaNYU1-`?*2zYmA`{mX6a|NVF@x_+Z;x7gD7
zf1josubprGevh$z*?|T|)9ptMcRigJ{p|MR&%wL(9tB<R={x-E)Y0dw*L^Y!jh2yK
zy>3_5*{`5l@VxW(yt`iU^?yrUZ{9i{P$PeJyZ+{?J;%Pg+`S$f_I<DR{`BAPcIRh?
zeR+G^e0u%6ozJ!IE&ma7^<UpCgG8s5xwp41J<M;v=h4UHV?8HRU*C%h-(UCl)3?0+
zf4{war+q!NX1d$Vt=FQo<<F-wv-6$V&M$9Qv+TY9|9^kIeP@}h{888S-CR!k{`9T9
zvQ{Sd<<{@t*34&>vCC@i)%WrZJC}A_Z@ADUb~s~h-?h6Lf<60<U)_^it9jA4?6_?C
z8C|od-di5IdS6rSw+RZg+qKD!yEbxr-rZ04GhBPGz23F`|L^<%&($wBt-i4#ac5}S
z%caxTX^O9%`0>v7JH_X>?^~DA+dFOEuHW*y{ue{He*5SCI(^H8Yu9D>=tO;4{JVb3
zhbhrNowuBG55M!GN_x>(?J7~1ox2_{IvqR5{@07ee_}5F3f(Q2HGQUV;PsDjQ;u$1
z{MBUFuj8+~d4wh(a@BA9QU2DdV^^2hwv4@c*F(2B9s88J_4Ltd@mKq<Z#`Q5{n_mN
zXOA`70;b4I-<`j>J9p2wU3cpimu}xyG5^uVi>u6br+wY4)tzi!RWaqL#H);l`ttpX
zuXLl-`t5$bcsVcM@80H5hBbEzkB8oo(|x({o!zl?%~wlwqU08bd%UfkbMdpw>e4NJ
z(~i#J{kpgB=h8CnBAMhu9T)#;H@@$XTcqw(^WWukammqncYn>D{rKzcE4F6oVb?EO
z#q2Kk*yH~+??LLvsKwn?Up}ndyZ+<8Bjpdbzs;8Ej@?~$*4FgZs_5{Gmsft9!|*hD
z#ka!X-+w#LXT0(LQrGdm<5!#9Rl8|UUkW&$$_1vD_HVrT^B?1k=v_OQx!3++lw>qL
zR_SJboTKRC)NOWxyB@iRl-SO@*%F&tdN{pu?H7s15%=FdEqr5m%*2IZrFLD5`-4B*
zPIf9SxW4`W#jSg6!hYQTwtt)C+u%Pxdh>of{k?d0l}5SddjFrtKb|>trt{Y{ukMeR
zKJGi_*~qb4kY~~Dw>{I8wXZu~2`yPTck-^T<83ob7xz8Z@SAexMTF*k@#8KnuWlNy
zejggybAGLK&ZD1?BQ(3en{G2-uU6Gv+wpzzyEC5+Wt9BhT)BIE*Vo{C$9EOmU-@oh
zcxBNY(LHPSoxk=+$eAl?#$n_0HpX}NFcr!id0ro8XKrk4e*E?JmG5__xRu7*-L%-e
zORwJUlsf;bU)vtrzFL)je%|IS{>Hy!ruNF&TIp|>h<)-}&i|>fMrz@o<Ik7wOWv7h
zd)0Q^W9y8t{q+pbrZw>CTv@c#I7&R3C$(qi+>1RoF20g{XrrdI+W)TnapPIBwQk$b
z=hQrZvnu~i`kVSK2aX>J{Mu;{tzw*I*)v(Ac+s6K*|kTFxz0Z|yc}qDEFr$+qU+ab
ztE(q1-S^z`|DVt47MJVq9@wGK*D0BK;`zL**S@oE?BA&WH8<a{e|yo4o;cx)n`Dm%
z$(R=|Qi+<KT=Qd%-?<;TX<sYmPCkESPu$;ye`Y1iRLz;NGCS_vxBt1vefPZk;rHju
zW&h86xIfw*?L0qYxpI}k)!O=`yzX0jgPvXg&VS&J(1pg<sFJBYo|os<e!FRN@<z{*
zoXZz$E!47R&-b3TcFQHNpZPv-Lc`D0$i?<PPsyBr<Nu5V%_^QVXYE|Ib0SNY_UXNS
zntQCc<<pVGubTFDr_T6nDZ6TZyX@|@tGjfIw;pAQG@Kax^NHt~4Kntp_OIo8RQl)h
z{QqYjW|i$OnEqNJis|{1b<eM@*%!X~_pGF(wI?U5hx-_W-+pr?_)Rj)w2JeK!ad%4
zZh2&@zrSs#=<UwVw~uzLuMJwV?|hg{{@2o(^Dllh(@t{QF~ik1Dm{DqvukgU#r`ff
z-u(4VddTt3RePpIPk3Fo?%6ZbYwKSBvTH7Vz3WfZ<CN!f<ht*FyKA^QNontozK)Yz
z$zne?-O{c;^J=5a{I$3CR=heVCV$^?^RK_m2HSfa*~PLx9=1&r=$pAdx#q!{W2=w%
zua1yfwQk1U?fVQY)fai^ZP|0I|JbeDJ@QMx-><Kadz9{X<e$6w?H5Y%;Wqwz+9W&W
zr(FCbZhZTCUh1A_v$BiKFMR4bYPh(l<ZF-QvDeq!e-?gpE?vEL+bQEh_wSc}otjeL
zaeP~L`PROVKTFep=yhKYtLAyW`~AMz|GsVCzjSWdt(9qef4q>Ae(do2ccXl4K=$>}
zEsJ7HuZCWp+HJ|5)N!!qh{cZ^-)B6vY<hTRUV7b(tKYNAT=pJ~xEZl=!MabyQ_{E0
zn|j{yr^LG5MGiYzEBw9{x}6t3Uivom>?32D%_Y}G-$%}2SpD~(%Zs(UP43Ov^59yX
z{3F{A$-mj%$tH)Q&m_s8zIiq5_r}7cb$Q!g-?WT-yd-eWgVomeUDi|>=)bb^D>|n0
zA~kS&X|>GJiq|*#XNcPQ{W$aPxpLppiuhN*<!0QK6aBi^{^R>y-cILyD%bVzDvkIq
zF?%k!wqccxcyadBCU3)y!CST*?|(6aL#HmpJv(WO)KL}RkBjr%9$!xnFX``l_s#HQ
zq|U+MxHR2ktFOg|mxs+QIK;VARe#!PE&V`I`#Xz8HK$$cGM$vI9~ctd@+#t&=CpTR
zsymZBmuE<J%P-v+R$Mu0<BNZii5h+-M?BkREYb9{aQV<_+IL!=UCHKHkgMQ}<j55q
zUqAjaw2Zit+wpYIqT88Y3ObfvKILub8vf^(T5#9L-5-;8elyBe{I>JkChv<?lF6yb
z5zan#Vt1pHt1ntB{gX}Fxg^3&Q|(08r;FK2O|g6WcI@4AtfqDmU((9875|e?u36C>
z5pBa1lB0ddbIY1@`kQ~no$bqr?NPm(6ttZq!SH67jCEkTp=FrQG4Z`#i|iJQd+l*I
zJeasg{cG>)KF@uRjKz}+l`kAm*WM<rzVzFj;`4iAuI~{zp17yn@Mn}v{Koq2_v@<n
zDw?b5_6V~S@*GXqJH~u`QpZQRb0<@3756DWO7VQ-UQ>RAb2i7ti&Zk}vrj#m(V_Q#
z<CmB{?oUgPD|Z|#l>aL9$XNQT^n2$i-IKdFz6Hg&<)dPO`p4TiUSI68*`D;mrzE;R
zS#R1yZT-z+x@WffZ#tUYd%o~Zam~NS#d61U=B(*HU;n1MR=p{!zW?a=P@Vr`?<22x
z*5p0jt$T01#kRE2lFWW#<BdGgHFnAOl^p7C-(lN&^t1bizRA9Z8<Q(%ZY`R7?cGI#
z)u29L?z-oV>=_GEuca+}XOx{<|KqT{7igFyPEU85TU7quuU_i&Dw1CQ{eJ)dwd2P=
ze|vd(`J-*0F1bISUtf3hEx+B5gv`%p&Cj2|ysPx}rFXmE$5p-Edi_<cZt3*M)$ezn
z_Lc#4<Cb0xi`LaYdUapz?@MX3bHjE$XyW#otmdm#J3C@k_F2>GI=Z`FELz$pYdx*c
z=F^Fn(}KDE?S7`j`RTk;pEfV5{_j`s>2Xz=t~0~qYfbgl#k}>77G;1&DqddS|F6__
z=I{6W_iuT(>-DqR-rxWKJhwkzFmvmQ>pSeHS#+!JFuPN5xNGU_Q^)#bXP+*6cgJ#n
zUqn#O@3-5}zt7GMl;8jNZNB&GHJknJ-3#*8oqGSf@p+rgUw%HHU!NVj_s^%(OF?4{
z`qRbw`@cUuZvU_F<-&HkSuc$;jjQ5c8!tY7{#CW;>8_)%XHQ*vG>LOXu)nRTzG(Qm
z?R&r9+ij9{WyLI`jcXFF1n!C7I(^2f_qMZbDvQ>g{`Bq9-;U(Zv-9_@)G%NCxYF(P
zqN}3bqH+ZX7=Idzct;-H|9J1p{GA&u>XLqLzVScemBBQ(Ik!`<{rmTQ|MSQ8eIKWW
z$63k;KTUo8YTy1qGrRt$=l?95ofoz1<+9mX@BTmP*7pL9J^ed#<Z<@<>ucoJf3!PR
z6dx%5@n=u6(KP4T7mc#N%0?T1I;Fk-$#<2w*Pl-7&!1ifDo<b4uKjqk=jpQ~`$aX=
z^<qC=O4&NyYtGH;sw;u+PoH;u&uSG7JMlF>Zr_?cXKv+gzZ>>($FFHKyWd}tExWOB
z%Ml^(C+`nOJky=FWleOR+xz?<pHAz4E<bh2TYv8M&ClmmPjl;&nYq32Ugh(%7eSR~
zhS2|+zi03>6stw8{PpFf@#Sge4XmnFOu0KAw!J)G|L=2&_gTg>`NtM8GXzXc;s}bp
z_|&#-_mLWD2JTsgFBlj?mNGK4Em`Q?{%ogk(###z@AsO=C)M@N)IG^zu%830;H=qg
z9sRRn+BHX98a6J8^LbYJYUOgXFY6dXPf0+A$dge<#gi|rKC>nB@}=MJ_s^deQ*?6A
z7C{DvfVoLqKDTfRUn)ASJ3U-~!9&g$p=yVAMtU+bG;AurUu(X0!yzu-z0w>nuBu0!
zJ1u|c+S+LIFYiDD@+p6QeBAkQ-5kM;3Z|;5n&sL31$qmZ85r93iM2O^W*`C>n5-BW
z7(^Nx_!t-%SQS8$4vZkjGtgRUgNO5b1_p-D$5*6oi&=2~`qRbgK@)XP{L-k3W%(ND
zSsTC-g%UQ5^qfqn6^p5SIyLj}*X#akqqm=%{_gJX<<;-^Zh!VKciT-h)67dt9(~$8
z|L>Y4>Ba8-e!Ji8%8ts}cr>V;Pxcb0`kV>Nd}am(KD+2H?<<|VB{1vaBG;(gtyeES
zIM}@W_Vm;G`)$_l`E+V!>gj1Kqqpb1{P}$T{QmVa3=9pdt`75AwbyKLvU<Pg^Q8+5
zoiBIm@0+phcHZtSpy5|RWw$F+EdP8se3@OoCZJf-Ai?2mZSZoxvkz-7E%AK$a`}8e
z(C`f3{lCAyuGakg?RNfiquY7AbEV93B3|9zo^SPL!{JM{-|vP8Kbsbv=XqSVJjUwp
zm&=#E_4iKMRrYpP)t46&?f!f?%o-uhz`$^ZA2hR*xi4qu#OSJ*OD}_*3F^z=Y1(&?
zO?rv9-p(cWHeI~6?{?m9P<zR~^vw;!`(_yz7L;7_RA1U}_e;Yx|DMhN-|u$6_gla3
zSJv6bRbO9CJ=QBdy^Tk5(t7vqpXK|1-z~YBI{oSE%gcPd=USKhxy#p<Sp9r5IX!d#
z@qYRFx3*+Xw)_9*^BrjhhKxOKx|^Re)$Y@ix1HFP<9N;e;%lW9{a#li<Tp8f%y69V
zdr_+H^I7xd`uqPFm6z)8e%K}*^!wY}%e!8$o9$=$bjp{j;qh1Rd_QA+e#zHs(d*Ub
zv}gS6<9FF9YIo|*hQoZK=S5Q=eG^#w{$f-7ZlBA`d_R9Jn)%CTj)kGU|66Vb28N@X
zJ)GYkIF$6`!$Zpn^`Fn0XLhPi^C-Vl=pI%5cI)R_P^lM{xpXQxpT<=_oq9*guIR~$
zlHYH)KmUEaM>1IOob%7BJLa2>1Xt|;_v`hSo9XkPPG<f(weoSVdD@Qqe}8}XPoG!$
z%w`oU0|Ub|amHG)wHuE~RpwNb{Qq$}{@<jk@9*ZyRlnINbE)6rQOB&Ji$VK9<Ir!n
z-?syeLzlk1wAAstb=2qNJ5`Y^|6YjkGcY)8<an`J<5=hMGp`aK_nP~G#-yYy3KD+(
zeP3@Mds9MN?q1dFwK5m1OJAAX&3T=CyzgxN<9(m*f6Co@`bfltu(eT3)6UL%>Rp?9
z>h=o%GaT~b3=9liXC=N^iU@Bx`s3X%7w_thX<r0lA205%d3*Dke8q!CnSH14K3ROm
zncp^K<6Mnkx#x1~9FLATyfxa$U%2;ML<Iu_gP32`h4hWHf1I;^KPN1v@Tf`Rp_Y=z
zz2?tMPbYJ3d2vkcdil-N=~vdp?zUn3dn38uH#&D~Xq>g}n=P09EIZ^24lq{!+$xb@
zcPn%GQoGt;SGMFG-}Tba`gf=Lycv9!PbPf%aF~C2bpBq`^KatBVy`aF{;M`SXOh|7
zlFK&PH9leG9}cpcN8Dv#U@*w%c(GX_Y9GJNhXZ@|Rq8kk9JD_4v(Nh7jC-};?|ymE
z%zv%rsl@%eo72zB95}rw`&VrF-Kn5v!kt@te?01bzM%G6Wct-9k*QNdizNCB<YS*F
zzx}#;{XVPnPvW+nxBLAh^=8uFFC0HNZi&`87*_ts0_1tSYmV!Uu351(yh@b);&pY$
zxvyv7=~$wf?gcSD3w=7-Wyig4&!<yc{{4Er{My>+=icAn-Mzf``@QJm|K|5=Cja{K
za`LUM+0&;*Bz0cdoPOS<?9Gj?+#WewtGByeuglzcRLon}s>DNmPJz=bqf{@~neOtn
zCb?TKx~+8W76VNYdN;H4&&!JkO$}}NbV_^qG~MWBd3Sd$1+`1<_JJnj#Y7lu#nyo4
zSoVBA=k46i=c~W(N7Ajl-ES|+Rlk|&)*~_Tz5TZv$(KR%p(VF-w=X>|SFN-6|G(dv
z>-T<JRr%-2%HU#)`6ih`Rli;?zx?%j{QSe^`|JK@o!ayF+wGlaw%yK~-Nq|D?bo-r
zv-zywY$&;3`~B*aolmDlUn)E<JKfLz@0Tx^y!Dr^i`~6U&bDd^zx|&A#_JrQ`Zj8E
z(8`cm&!g8edF$^j0nho~tA0NhGy@0Dg7xj@_bQavZoL-ua%TEG&-=gceJ{%Xowxh#
zwC3vLeX_+f9h=#fPWH3Xto?G)eP!k6XFu<k->)sN`g%1yd*0&k^>LYZb`)lwn4tKx
zYRioJ@4N5&PLC~%+-H}2Ys;0L#m`H=Ty$SP+25{m+PCUIKR&MXoo)8=^LhL8dl?xT
zj%8mliq^aE{Pm}c!YfaRrPPY-)oc2-BBb}LqO?fA*q56kYag25uPOfZ>9l@v`1g#^
z`8JhBw-VcBvretq`D|9^QPJ=-jJ8MaqZjX2?z!#ssg%C>OYVFqtZ0`6<;1vdlP`Qa
zI-nUA=E@%P{=#Rl;=H*0O9o^9?QOZPKRF(QMq~f??caL1^5?%#wZ_`QivM1(-|siS
z_FJT#WkCGQjE(arb_%OM^N!5nXJBY}bg{{<`&vYDugtOe)$ewK=8cx!+grW-dR(=x
zXe?-QYWvhrs=JObGcW|$F#Xc$3i~u8vi5PW`MHJWY8lcN1qrXNtPFlvCzpIQyF2pE
z<9!14ug|@T+xIUwHA%-~b=X=^wHCZN?d&Vv;CpVhpt{Xw*^-*d?{~|eZ&G7mV3;A#
z0xqCkuYcrt)2+8Fqw2-N_N;f(mPILXVY<7HwEvKfeUg2C+rI<M{7*i}-hFa9H7kE{
z%(6Yb7LEd-AbR5*qd$G6zs}9DIJtE-pmiG+J&yBPFLHsF96ay5ujVsjLV8X=q_j2z
z&0IZudOj)bJI4XT)m1IeW*kH+sX>#cm3w|>E}uK?x?ewoY~8ob^Pk?l>2LG#NXZGs
z_9gA|bryH4Uazf8`@X57??u%9lWMb<_?q7}i7h&*TDfUgGr!%AgRj^a7#b>_9p<xM
z{8am(k$oAz-46x!PhYRc+qZv~Ex%)Uzy9M<@#m6PtG~UO8GSYR+gI&%I~G0rc+vFl
zy4~+iC0|$Gp}+6PBg>5WrPm@&Q^O)tr^*~l_Wk<8N<MpieC^k(mC>oc-)#1eo2Gls
zzkkC1gKW}IRBycUlVN9IIB@8=)r-($QSA%?wriT>R!UvpIZyIy;7Y02&Sn~Ns110!
zHd5)?Af}65Um`E;umAt$?)y4((3}})(i^<KMcKV?jmGA)X1AB9`OXT70i~eODU!BT
zCAUhi$6ikA)}6M!_z<W163yUcAyX>9Ty($eCY?JaYD>n%u;|>aCKVqZy!`h3(`kKw
z?e%+#vTklleRXYZbk)C~&!1n`W@lhXa1^|delWS;b{eQ=0F9u2Il#=n<m6=a<#Wq!
zY1aOHI$iWBpZ%W?Uk<X%Ux{Jkkq9WhPm2QjDyU2L*%@3w>qqAuvHSI6@f{|)gSD&I
zZd;Y<ct4?;_mb-Ln4tH`@AiJbw*_m%`{`Q(t?tS#&*IB&rvCi3CG&F7^K)}AUv!tB
z>u2}#N&emMA0HoIZkBs%$$9(#He2)VR?WM@&Jf_Uc-qaPM!Wdw{qsCrw<)|{{GwFw
ziu=;6HT*XhRBTyrzR{xL@Fj2k*uvku=65FC+MYlET5S2<l2e+?m#p9SYt^%T>GLYp
z)^5L7W%|&@<#c(ChFgzBU~pQyY}tw%X;V6HJ8#*?FKe}Bkq@-Zy-Uq+&W!nszp;Xf
z(#RzX%M%iXb+29gS_2yEaom%$|L-?%?X_EiqVje=y`;T<&!p(X$#Z_a-F|=GdwJtD
zA6E<hr>_g|pE>2S;@_{=>o2FzubsC0)b;RZz2^63JpA#~_`FTA+}<i^6Wi=)#FrOM
z|DH_t54%%$M9}@pAM2=7(__nSZu$G|_VU2RZc9N6l-h)Je;TIk)j3pG(#g)iupolv
z%gur-f$mFpzuTp4`|ro&%vRB`8JPsy(-mm#Y3;P;esISkjpvt6N97l#Irj^X%f5Wr
zF7LN`&8Ab^?bOl|`7chA+g1L4UK_uBoZ;=NGaT{{tKV+DzE1P=1!w-y9Q9L2-YTk1
zx?S<OSNoL9^xr$;^q4^<mM8ZwowDrxACF02zW?vr_B~=%m1io>R7mLFzSwK~?tbd@
z*r45IZ$C+VN$$5bJO5$dzhAGPZ`!C6&GM0%&q6_ezu0Yyw_7fM+ICv^&c?i|Gw13+
z3$dK}ELG<7?D%>u`tzB0sTX7SmcPH3Ioa3Db9UaY%z37E)2gk1JZP3)Q3k4l#96*X
z7CfCAeobd-*zMBmvC~28!R~DO3vE(AhBv9JO8P<b*~Qu4A9d@`YyK9QJ~uR2E$W$a
zkNXaJi-LrAZuMWUhCiQq=k&Lm>GSvKM6a1Ir)WQ|tQ%22AH`ih&vUb7t35SEb7$)B
z@B9DPf~Hybz5V<BzJGkpM_1?fQVa|XA@1Ve%kNdH*Z%)~-yhVS7gqQ4v3|EBS<e0+
zXfac~yh%oY^Lr%*1_qOVVqcQ`EY<v%fZX!5^Uf*I>IgscV9+3n$riWUP5+Jv`!4~l
zAn|_?cKej}`Z@o8-~VrRqmGe*!69_(g5$p)1TXiS`|jKKd)4~orJ$vNN|{?2ZLi7p
zr=CAG%OrD>db{=CFPA@8J!N2E2vF(W*8RIxJZ{Ey{`l&*TQ7rJuitLx@Bi{_cK)(&
zZ*MQ3owsY{!g78F28LD23)XKq#PxFi|3B%wem<Lh8JsiD^V@#8u;u^1-{C$|><kPH
zt`{<xt0Gb+x?Tb;o@u+s%fP^};-2A)hyL}yf^Q{t>w-J4*IoI=<7)~*OS!IH*bOR_
zdW{!=T6v(B+WMV!Pp5`2d)#NO_jb?cbCtSZKJ~ow*4-L%^hqJe%`ClY3;HFE)pGa!
zd{!yBwczE_>B~S1{N`4@TDfy|^-WMutc_p(UPCo#QEYDoPu2T-doK%l>r70~lQ&Fq
zsRFI`X_L;gh}|is8?{7#|DR2c-vk*L7^G^st6tpPoc`<g{r~g+?>(ipdP(BpHsA2H
z6B86O*KWO*)v%YDfuTVw!%_eBrKR5gq#vLE{pIE4>kj%;y+C6u=U>nN{{FswZ0*;p
zynAOeFfd%$!CZASv0ZlBb!+>#TP|M;kFT8y3SFDozYjDr2d|IYD^>NKfq`Lx6;suX
z`u~4Ft1|r(kFS|%Rr2D(h21O+3=CJrFC1={ubTlHS^R%@iRa`kXN*ppe9;5N_Tzaf
z>$Y(Ut1SWLsPgRlRj=26R{i&P^87zblJ<fJ|C-#SFC_E)Dn4&J9kg)EB=63Snw_uL
z?Y;yW^r`!GdA`|~cOa8WOA7l9>h9NmU#h$9#-eB2B9#BGTD{Ke{{Mg9rAzLE9GDe#
z;r7<->9@9I8sB|ecss~j_o~8gkOM=-FC<rPjo_|5GsDny`_cXW77ts#ypI3B%keuX
z>Q^o6{yjB3ZYF3DV9TQ}?PuN+wpAsd@v2`h7WZFzU;qF2tWElRzXUPA(*z~|M-BU)
z&#N~3qQ}6%a6l(}3*+A}m;Li!#4<22G(=v@I1U;<JaA~q#cd1Bb8nfLW?o8Z`|dy2
zs<iPPD2axoI_!VkXRWo)f1ZscXn6bOuh;8ALmp|(Z$aY<A)yZUllyI#?aqC__q!ix
zSRAzM;?lx)xmyaqL1Q9cSMD-=0qT%ka^|<aa$z@U(eYL33*f<&-S_|M>F)pYiFdCy
zC>6@a-kBbiwX)0ek=N27P_74!&s_p74`aJ)4odX18tOhC6%S|mGUICP%+zU~cXySZ
zeh6yibS=5a_NAH6YQ@5Gkojqmi)EYZ?v`F(3K~h<b^GzQh%8XhftCIH`+NDfx3~Sv
zt3e}wJD<<H4G(tre!01zX6DPh_{^nKKh=U9rP6D*z}@?&_WC_Wci)2M3W9f+y_HIt
z4~oK9OuzR1emA=gv|i3#u2RK!u9a!LT-}d{;B~8Ud#g;LiQ&wnx^FkrmxHut{(igN
zzgy>1y?*hnEtxM5F!P(R$uclB9Ln6nxVQ52vzMSzzUOm_{XheNSyxwug632{K}Mcu
zxk+C*9Ts2v71X?MP|Dttd;!#UuKRuazF+z821e#f{dHd!v)xn&1=g;He?K1gFOMy|
znY!zC`Mt{LHS(ZQW6#CBFF@s}TzlO0McsO{j`hpmhX+8i(~cP`>(<TA-)FgY@3&jL
zoBTmRP&)a@-(T1F`&GZ)8ZKp;6$0uKf64_dJOj-iT*}>k_u7Ts?4Yc5v1#A$ce|H^
zmf`IEdM*0pbNm05zn<#X&%9UtelKWbW|{5xJH^|!T}5v){`?4TFMd92et(Hw?XM+e
zZ*MJCofe_wA7l>d=o^8Gc-V;Tr!qf_hb<<lr>1lnfz}h<%2?bR)GelaDQorGX>9y*
zHh2HU)ct&#`E+WypKkOvpS!zCz0ceK|C6&<4m1$9{36>Ify5sxm(TNxultz_THtgU
zv_^Q_y{gwY@0|lRDGz_&eBN%hT*ZS%lgdv|wp{kJe)@KrZ1tOsFXjLLaL=3D|LOhy
z|8;o>^=Dg^X5E|bIazHfsQQSl|NGUl=KJgG>zAFmoxgwX>73nfw^hFVwy*a0vcr7V
zI(N(O*P5m-y8RDlcYob0E(V5%wyR4*w5A3ro0Yt{@a5O*_0Q|qZ$4+0d6?IH&g<N|
zFBjc+vf4EL2#e003L0kx6<<rF^Y<9O-TVFC&NHAD+Sj78*M2!;e16IM+V|Bj?^VC|
z-Tii3G~YW}>#{ScY`jua{H$Is*|T@X1-*Z@-|v<$509_i`fMlKNH4xN=M07QzO&6L
z=SOePv%Ox*$RKhZ>x2NLyEV`4c9Wd$DZ_6zhu-MdeeABeS@F2{^0(Xh^O-;1>0q|d
z+56>^sXF7L&{|OQQgidOS=q}(!($BDzX;SPKiXAf!GH0Stb7-EAbsWD-lCbG%ocsM
zowvGd<}%;e&t5+@Vqjp<nIo0!&@c8Bv<&jY@0ZKxKl9$=<F3%R!EX7YqgK1-<?s9X
zEc0&Z^|RZ1C5_d#H*C+ny=_rW%f}t-W0sX!=--dum!FoJG#^wd-SM^Gb?SQfvOT@v
zMy-7OZzcu?hmR(=BJV8ruJGXyzkB9%Qsvee3A)Gn&##o|mUH}nQhmM;ck_$~@6H&X
z&jGFVXIKywePQv^>Wi-8bKia2q5E#Ou)Az&$SzPtq1<mXDJ&wfb=Ga`(pOV<&p#gV
z@m7-9caTfot$FwK_5ColW6fK#u4-+~zi(%neQnJ>qo=u7N>6Dnf1>yE>FM3?_gTBI
z2bCB<S6^iNB2iy=#_;$P&zq+}jh1IOuO-X;deZ@GmsYC%2n~x|`skm;ZMlQ?*CO@1
zQ*R_iZhd!m_w&~u%YS@$D7ty=@tzNY`xd9}k6HH3>{RNh+Z}mdKE`Z4edJ`@jyS#G
zaGmR7=L2Cup!d%3^iTe}56yexD$W$iE&6J4toQ%V^Y!!I=Djs^{(T?XY~521Znl2>
ze!-dl?CJSOj}!_vCG*sP2N_(p|KfPWE>qwjWsu--?-*!^VY{rN)t@)%_NRZ>Vm4Vn
z%IvNF?l(JUljp6H%f6RYr^ig14sNqPPkhVBz_4L~>8%F2g*MkX`wL%ed=lC5@kMF6
z=X}xdxXRRjyU&{44!Hxa2%7n<H2(j7)UAKcc-8keH;w(zh;3dUUwBm1G<9({tT|f{
zU-R*3@ddlrYc^+{ayebo@-gEnQgb$U>f6od?JC87McCUq{bQ5PnQ;8}^|=;&3=9pe
z-izbe=X&87AU3%LntNo}U?7NPc5Fc)`<KAQZcmq<0qqHx_4WAsz2EPdBpvB!yJre2
z$NL)o-AL|V`t@40KB(|~`R#T-xFNjnFR0lFnhTPKwRnD=RG&ZRoaOU5;J)y)v$L<?
z*>|_>_R{qEwcDVL2ek$K@^&_VKeXG=dH0P^)@n(={l6WK-#9_7QN0D*b8nl~emKZ}
z`R>0@r}dXVogTjrF8BS_RqeSYmpn7i%rIQ(Iaw_eRDFR;(c|*<HK6sY2xshkK5zE5
znBudbu|pfjJGZje&)s$_YxS0!X|tcsybBtd@(}av4Okg+O85Ex-*?}GcA0#t_`>m0
zI&Vi}RPEQRP@}4teu2vL>(>1aa%*2On8<;9wYK5YLA~1Lc3La>8N|YRH+5HEUgleD
z@c+qVf2pc)1_p)&Rm@cupxHRkyk1=G*Q;&!L_tA$PVb#!TGszptJeozUl$wv`Ptdv
z)nRM3-u?e_*<U&b(kf&6r8+(4(uLg&3=9mL*IZ=#a&K?7Ik@rUP|EfN)Y-naHv0OX
z>a<g!*8TzxsZfXbtd&bIvCG#?uqt^m;nud?*|SVCgWe0}6#l-lGFUoA9^~PR>|a2G
zX1aU7T>5#x-{zBt^Lx;wK}fm-sFC^lFQ|PZ61$k|MQN|Jxn6AXS<{zaug9OiemydM
zE_lezEccelmvx|~W$Ut)6RSQR6%U@S7klZbc>J8}HvOkv#bc-BSHE039oGDfy3lX?
z?Z%g8`9BJv)k&EXUH`pL^_yv=DqD6Vab^DfeJ?*Am(PC@%fi6Wa7_NfV%EK77W^OI
z3;Wv`=59Kv#=9#YRP~$2-btSO`Ql=C|MK6UMNps#Zg~4*-+8;=OPu*_P3{(**0r2+
z{OPmV`R8Kqe7{?MzwI7qPuYq-y?5d<1&&#lmUx0v$mbiMH@sNXy-c~^#t5{4n|E(D
z$P!s_!w0mNXJ!5Wf0<WS1peGM<6!N^qhi@FVnN-5SDY_W1y5X$&fg2|{hVv~2WlyR
z_E*_{I-&gXFuy%$Bx3cB`%y1ojT}SAJAc35pa1P%_4_R^m(70m5hN23(rdQhe(Ckt
zm-DLMdCtz?SLys7)TIe|Z<KvnfB&AZ=NK6nA~H;FHPk(96<-D#G6xNxLK~=iWAB*X
zOqpyGcn7rOD!r)R^g{M;l(YkC4uT5eWyR-h%}d|hxTpf^Ux`F5=6&IB|F@*-+01lM
z(vyZJ)8h-)?|e4v<?HqP^T5?c!z;cQ&*zrMf!j=SwO=lRw+MZFd^|h`l&n3Za>c)c
z8u&lof4iL@Us$~|<kaJf%l+owa;OIN_(DZ4$X7m@*me)p@Sc&{YqlVN@7HU*dqD#h
z2B)RoN__bM>gvw_^F%#!^I5ag-s@UH%eh~kRG*&%3F%{!7eK?`pk~jk*Y$s2#|QVz
z*#@l+TYCvK-wYb$$^ZZ7^ZC!Wz=5gKtF_?$mdk#bhgvv){<3^NXELa9v2NF^Ra;&x
z>b^GRcFpIr#R-rOvq|y=(7uu<VqYYx<rr(8oS2xodhNDZ>tbe`<zCuR_*e>_PXu1i
zD}R5__W$nS<$f>MZolUR8Ub{jDN(=g)vDEI7vw<IvGV&zabm)US`YKv+sGE5G2HpO
zdQJ7ef4|=^m(JUvC|m#M<I5Au{d3ml+JOdozTYkPKdrkx=H9ir<@X{B|2wkFPRU<i
ztGWJg+_#s@=Pv{8d)b<I*J^9-Z8O=b7Yko@>+f5k@%fbY`X!*PR9kay8kN4gW63LF
zkg%(E=i6<!FU`tcH}mwG?f0rc>1gKK>mWB7nywQ2atkynXOeqs3wSIFw1J?!JpbY%
zSH2hS^0i-ba$ld;-|rK<yUZ7~H2zlh`n|7og&Y6udcAJ-PPy};(Jh}rgXFd!4lwW3
z{&$dFeomjoqYm&C&+p^?^7D^hc)#H=U*(%WA08h5{MmIzf6+tG0s_$b^jG)y*Mk<=
zd`bo_?Y^_L{%+~@xy?~b3=9i2Ky9P2H=w0P;8l97tG9%$-}~(rXfAxl+g#9yz)vG%
z!4r$4Yir}`|9&+|IWghOA#VL8zGgR7?w5fE17gc=s>T)^WZju+7xi7;ch(fpwkFVS
zx-I9dUN1>J+_tn^Z`TU71^hA=2J<;Ou8W+r`~61dhyLz2n`B;rvQ&lXF1>f9t~YuU
z_Pty-`&^*K{7_Ka{ndqq&QZy|rbXhv{Ox`&fs8wDZ<&6$vSZq(WxlhY>HT<Wbn%q@
z?`W~pM~<eHgQjnMXI8}I2CC)FpBNFR7xg?l9<*<Dp4;^%xx0tbUAKgs*S@$)Huipa
zWa?DVf~qg8<Ns=H-{D@6cWq6ilyRC5-}|k)n@%WYzFa!}-1pWW(*5h#CLixJ{jR(9
zO3=^zpWAMM=gmvn?LVI}ett8Xm4PAQUq%UI?S}^kGnY;c^8!^;T2sBapIBCZeHHro
z{fr&CpfxA4yGl;3ePzhDPZ6|&?d6WgeXDoM>Ao-oPcIz3^n$6XM1TLwWwS4Vx(4b=
zzfbztO^RM6z9iz<+S=dWD&JJIe36*_?_s-q*p!(@sb2GL?zPFY{nsaJy={@t&tKc8
z&b)Zz`==W}b_ri&1kFM9=JEV`Iz4_~y0`tuBf{W0$vaVh9?So?0Ch9C*SP-O`~BYO
z<O`s2(Hh%pY4YZIF;Z3~8NM??_0V~v`)i}O&obILC;H5XI5FV^M`wI{aW75}JVI#`
zK1Fl=Up~;7<m!v8Uj%fIZIp>@xel5NJKyo|^Zftdr7)M*+S+M9GBjLV72~w!-0}UO
z&hz{3$gA^fzuo*Y|NkF#_7}F_ZYZzab}OrrY5Rt2QQ1!mUu`t|{rSB8e9*3u63_~<
zbsr6zt8e7*|NDuhaHHL?4ngHhy4&weO3z(?*Vgu0Y5&a!`g=Yc`f^M<e~Ixq3uVy!
zePuMLy?;k4)nUDEnpeN-^+jK6UR_yPyrq}ppy4uGJw>PDKfB}i*HsGb2#>2&{riC3
z-sAqybLB+`?o~YQy)5i+6L@i}&9uPi;<Kj3)4xZ=<#y|C^8l@5%zBr9d71C7|Nnj$
z|L8vs+B$pYw!Z#GF|*q_oA-RHw9&hk`X98W<K3Rme%YX56BDN1Jf5n`%#FA6_uHPo
z0veHCcDL-d?s`$VwKoKBq+d6?onw6Y-N%cy|85_#_`z}ASa|Yj*A4S$%Kv@g{u5MY
zJO-zW)crr7&HjAjb3~D@T2D9UZBSW%LMqk)G>92hcvSSW&#QjhZxQ>hs7KuZH6}Eq
zVjb*19AN%DqnLq#A!3Hft_Hh`4-cT_er|7_SUE^sf-Y;q=(Icl)LNp&TDS8}$K~s7
z-tPPTE_3J8X`n4Rp5^x{(~tgL8l?I4^>uyS-ETIn3|$?T*)Ch=k-zU}n(It|`@be{
z_y7O5vh?*e(Egv77o7QhL1QYeGeIdXcjwb-D?#hTil3hYO{89adpdXf-D#i(aZK9Y
zuh+am1$0f-RZueaVEUy4TJsoueO>J3r_<x(-v1R`0-Atd3YxKhKCfC&ci)dkE8Y9$
zUe3<nw^CF1Va<^a!IzEfavtS(OT+p8y2}*0oc;Uwc)!2(+bzN1rA(kDXrOgp=PVxg
zd}+7;vvAp&%l`IrLA?u^cky*UpKf_Rulm_((2AG&*`QItpScr%{^RLA09x6j|F!el
zXK%foDxe+Inf<okPHg}CvA^C2G<2Z*c5l^Jul4)?RY@78cvL-X6~6=;7(N|S^>QhA
z`!uMnmp60&!#3$lOFSoE+Il^1_AK-KdDkM-=bGf)*idrORs1T;&qikUWuQjP%NAk3
z6W7nfD~cM>B8-OC>0)1Ye))Dgf4O1uu_t+NQ*&=^0S)wdpSSt!vrn#madfrioOX@-
zTQV=-c@(F&`D$47(}Fm$wI7t-`+OkP!>#kddck#|!5*==s0+`7T0RTtKHGZq>!;d}
z+nw9_M8E4pi~n^Rn@?%2_SxS1sTMRC{?B^z^Ofh1bP9i7S{4qPZ0d67u2R0fzyAN7
zMe+NNJOO1kk^Tm|=~kt$ru+w$%#Xh9h})<CukOdgcG2(tGmTWwzlq!JQ+s>GUm0Vq
z;C=h;md`2j`t|4Y`E0%S`+mQR*%Jkw!qRiy{)OWNXb8>K{F6lVy}i}nYi$4ZNt^4P
zKNt56v=S=w^0KEJUp+N4-2D5=$;sKLj<6Jf7BIiN7pE8eyYf`(sq?|}#dM>dEWMir
zt^nm2YsHRKJp~oVr-Tn51sBKHUEhON5I&z%d<iu0Y*O>%L&<|i_GdG1CUb59m&iA-
zgZ9#X`Sbbw^5yfYv}8-K1Xi|v*ANE}sXNB#EEGGv5!AY`y!P#JpY^&l`##HOGi;>)
zfaW(q#pxcN+n|B(?W~~6;;c&HW(B7Y+ivGY7w?ssRsH?lTsD5WIes=DkL(Gn(rFjd
zeHxv!(UtF#ZuGV_l|DL)#T-Es2j@3$2ldF;&y5p%eE9wT|NpKm_n*Jz<1uN_FzxcX
zzrRA)Ox<@gZT3>oAea8jZ=m{o?Y>{HDmAy4UXLwryb5aVes-T6r1Ql0YR9|pg+>a;
z7QcSSr?UpU_^^5%c=4fMZAg$jZ?L#yt&R=STxdxlsCf!I=%UAwoolt!?pbF$@>Vf0
z^v)LpkNJ<DiGgL<0`CbS^Vva#&y^*fle<pO%3c>q#Wh@U3F`$J7#e<hJIr?n6)ceX
z{dqN?PR{z>2kP<m*Z)zzTXsA5CHP2*{r~Ggt?aCK^Q}s=_?}Nz^YsFC#CHAr^}6`S
zyX))YeP?dJUuQl2X4&oB%Nr682i@OSdl@vp^ltb2eXReY7#SF5d>5O^e|wErx6USy
zS65bEF4<oH@8|QEv$EHDn%}EPhKz<^k1dal%3izm5@_Uj-}k-mm;Qdg-+u46TiGuU
zvde>tPao-=4USg7-)z3@sXli~^z+%~`SU>CCD4RJ$-`FhXSqinKUO&a>d;qxd9m?8
zygma1!{=#YUn-xRHNWoz>c2#lUJbqc@Av!pyVtZYbZ%b;TI~Q@N53qmq&~jzsOV+m
z^EQ*$9|x_a(r^E~iQ_J)UQl-HS)mzRE&bH!Y3`X5pwg`jUSi0-xVAR>-6Xq|6BA0F
zP7Qzd?nQLo&Q#FU3#g%-2VP8dG+C+Vc&*~UYkbe2{yzQv>>3}Icc40;?f13)_5ZId
z^PN4*`}w)K&u_kFV_-<QckyVg+>OfTbF=^L1x-*N*mucGdnssH=hm#Ns~o?-of7N^
zUc`L%E5{cnE6~VlhU0wxMO*(^-~Z`X^?L30PdmQM_>+5QN1<qHlGyi8Grs<aE)V<u
z>1)0=Xv@gVc`O~0_ZRy>R`)6|IL{tm^U)PFD-l(8GxhQ@>HIlju_YJ3TyW;UddI%#
z$q5^`z182}{jB;UYgbe8>%(FG>{B)$4lrB#fO<ftsgN~PpvfVzyj?raGlK@RZq<Ij
zTfF^SgwxwEm;L?E&NB4|b+F{V*S=WT{w(hqXbB$QUC^p$zH6Y?Yv%H~MFRE@8kjFN
zFfxCt_<Y&VT6g_iIo$^j)9rsp?s~K7^d;mquFv(pfY#nI@2`5cH1KrJ&I9vSpLX}x
z+3=i+fnnd=20Q*e-|tmh_SAnmsh$a%<N_6$aZbAbWRo<vEc2bcY@TiPvq;2hDZyv&
zcfDQ*TCeu(!M-1lx|iSETMaseX7w^3osD9NHrGNxBbZT%t)iE%hR5f2nldmnxH&n@
zXV2UB^V!UM_cx`UF8TR%`t#F0F0X&ve!pXU`EAbTvt}<reT&C`Sr`}=?C5bsE+bh+
z%S7^zMv7Rnu)N`B`Ol}*mw!HQZx5P`D1Cd&G#1o?y6kK2%e@#qNz90ix*%?}{Z5g$
z)w>;!FTGqoe_mYG%cU|Gs=q)M{zHa|pEWh?o3Qi6qV7u%+vVr++5LF1<=d_7<)BvN
zQL$*9*y^`idG~@^duLc<?}#f+R`c}&t#AdkPtNB0&NlP4ezU<DG(7dH_6(?uSo#LE
zz_T7S=+KpLXp1KIo1I;sW~IBK)uO6jKicoJ*0MCyS_xj&|MaiMR4?AW+JEYqemOmP
z+;8s}yxh-M*1BxX4%>C0r7d6Wmev3N_wtPK`8n^tottaDeAVS;zRvF*H?HXSdbN1c
zuOITIfu0~srd~Pze?_;~tHl?-8YUiUxw0(bcgR|nFK&8Kx0BCQ-30BpSw6pR7HCZ{
zXbFaxTj4T&KZ8BL-|YrB%Wtjh{~stm^@_VHXkW^o{#`4U*lB^qde_@6dTMj%XVGch
z>lbz(`meq~-vzV)3Uq+du|C=8!s?j!S5^k^?a#cp$aUY9Yuj>fUy(Q>{_xPRR15nR
zI89w`w`Goax91}<rL(im{Xsk8KnpmvqK-VS`u^@NWX^wvH7G6-i*Qb6&yO!UsrvG?
z{{AzYcQG?CZ1^B_LEH$ms1Y=m4;mJ~G{Z3Y5@@QSjYrbx?vcXY$da4=r4L@0-CZB{
z>T&%QSFry=g5>`%)&s=>RP5lN3rkY`Koi&*1)$AP47fH3U4DRdMf9?#`Mck4+wyEy
z_Onl*Q-*dupI5E*ZvWqJw=eryznuaLb<lF=RZHtYOQWm4y_tFXcy@p452@KVSN4Ne
zkAONtnJbr0J2hRl?8d|B{`JRV<Uii*P?fs9Eq6BPM5H}jN9O<gvOMJMef3n(8sUFu
z-t2rnZ>7}hqz?}c{``7<-;u|we%_EU&x?6=dAUERfd9;M7Sxwt_WQr@)+@(B-Rrv_
z1*d~f!3ll+QSg6#Y;vzDXt)x*NN(eCx!ItDnnH3*4J$uADY+Jz4q6%Z<WubKva_qX
zO~v}{|5bnr`^%tRTKzw*-|zVxE&ut&;{Iiz(?;s^*KE6$_4BuAn)jJUe7vC1Z9UWc
zdwWXWZoNJYv>wjt&xga_xwp6J_R3msyZ6c8_G`$>$jxa>8JXFp#8toDdMR`H+%VA5
zUEYV=`PXZHK5qYSW686b>C-?Xq!9}jeED=*fBLGWb@S@~{k-(?xO_ZlI^AooRjF2N
z&BvolkEN8oPTv3bn|5s7&!;~nD*k@G?#(V+5&&9$z4ZIN>h&SLUq7Bu?w<lWYU0n$
z%GYbRdrgli^89DRD`~VOr1xv!w{N%er%#Ko`*~?vbYA4G<bGSPs}bU$rV1#JEakWR
zvEZ3e+L;+a$%ebX8Wuh}0_x8N-AbJv>jm0QY3BwSg1)pN@i1t^&itBBo<}!+e6@Q0
zv-f=#d8;<s<?VRb2AX*Pbl<`Z)La4|7-IG9MzZ(SFmcc>P*9Ir`)=*`yGsKXyG>oU
z<55@8>1n#4qkMu^8t!;Lui9(*ysE5!_33|>?Rng1ofh@){{MgFpvC;!vgLOQfBxSJ
z+Qqr}*MA-Ewg$gu&;+1&?XNE@ciNS{y7I^M{{H&^Rj2>|IBu^8+5{lFz4Z09wO=mJ
z|5vhW(?|QWt+or!=l#91?UI+a>8=Jl^RI%SEnZPYCsn;cJFZq5&ba-H12mXtcQJJB
zSHa^)z&lNUy;|+PxB7dY31e;9Yo(^JIeW6!q;0nY?M=9}YW2D((A>^S!&$fA_x-5%
zu9*&6kg_yuO~1zOyJfdS?}#<#d_HTg9~vEdq_gw1-tIMzw(b3PYc*&!*L11bk(@6I
z4<*ely|!{k?)=(snqOaBOtyP3+uN!4&SVB?6#-~tV&3so-`Qqoug|Z1HnU1zc>8rd
z`Km833=e<08fM>nbI*!?@SyT>(Dtt2t=HZET&sAou>I1BiOQEjD*{$+wOf>(*3Ksj
zT7ol6s@rmHxBk8#N^7@V^4huk9cUjz`<amJ+CP8a*ZbeyU4B0Hj&<3a8Q{gA?{+?4
zwlaA6vevtMe(3FeHY+=5ecawp0W(|g&be|tZFcT7`QUe;JxKqp`Ri|hRwHh`dh|%A
z@N#KB;k*Cl*L*q|(!1(qxz^|Y2EXQ?KOXmg?w|YPV{mi~Xo2V6{?6O!%WJk?^-ng_
zfAx6DWWQ67PrUkfe)FtXk3XNc_xIM>=#q7BPo<oF6==8_v^qRAx%LSE2@Wa4aK~gL
z^-{s)Oi+vM%l7?$b^rc6U+;H$neS=ECwsr&^S&A(FSz61r|J8j9C!Wj>+AaZxq5p(
z94a|y`Fu&%f4$y-U!cR@KnpNT*@}bYf4|)xZ?|*%QL*SHuHvyK{rme0f9?Nub$!s*
ztFA5QyY+Ty?EU#{_Rs3ajqGwKKF_WBaFBha)Y%v1uYP=deEE8O{oRD$M-RC=u&+8)
z`F!qlb*9~q`>dtzJ_+BPd{TA#8DaH(9}aQ9G~fTz7gS$=YB9T-cBqB(Wdk$ciHCb?
ze}7wf%QgFBBfH!Tb-p{G<z@VDQl~|#{r&fSzyDQ@CbutZejJwnH^J;)#p5lY>9t^g
zTT{?6S)scvR*DL5$=mgE*~+M+<!N75?0D3r4W5;;*9WyHK|PD$t&$c637`qo&rkLi
zKKj05ai15vd`&@KCHu28O2t1cW@LX{yd!dRTIQP@8%4Jt|LQl_>gw+qJ8H{Lg-8E2
zNh=PP2Myuyy#Q^~2JNB_HofltC!;Ge)wyNk_4s<*ukY{MZ~qq(T-zgMs`dA|{r{7j
zKVRcZO`PZ|b~5(=;?Olw`>hv+798d^_sQS;H7x4JS<l)dXWj;~f84PNbOz4$K3DSx
z97^1)cUs!*`}65^%_8Hde(7$@mHjUQ1=W9?+RO2%#r4Wr&_P`OPjuEiEb)7#<oD$0
znP-O0f7R#LOsZZvx8~Ey%&Vc{zE?Bc_6J9A&zrmZ-{Cb87W*ADL>{sGZSgr`apRW#
zgvV7|o?TJTTOVuZQoc%Z>iTWJGS58QV#mfKF(KMC>E`r^q%|97gdcaeQ9C9O7G3L-
zeg4D4!^QbcpPsVY|8TqoIz?`OvP_w&y!6GhrmxhSULDHwdzB1Y%&e|{N<H_`{(oQB
z$H;RRTg<=xSb3Ud@B41hq}s}jGbaD)`04Yi?Zc;&bN<ivUh}K3_r=U@e?FaFt{J>+
z2}oC^Tz6K8@BZMK{ZduatX4(qJQwty$|GlEq3>RJM9}@oQ=3z#f6EjcU|c%c-)?8p
z%&o3skxNPrvWh=R-3;0y^m1Bc_tS)=XWt?|Df4}-=-VOZec0sNug;~7kG39DO$+N)
zz5eJvXq<AT;f%Y#K(pYViVW+2o{ra=#sTWst(1EG_)hV8-MjVw|5j?w(U70N_=nBW
zNiA0+<V#JLMczr@u9uW~Dnd)EuXmwy`!vv^py^&+snb?%v~%m1o13m_|7yizFJ<>W
zox7#iW5H)xfmR#@nbwDGyOGpwqg<M7y!)%*e%nVsI#hj=BiH_jdwXfAcU<POTdyA7
zOrNj&_v`xlv-f2|b?>~pbyGvbG;6=zOka9Tp-z8FefZJ*Q=lyP|M%STdndoU$GXhD
z5}WoGG*Y-fIC*9G={1JCSxTg0)(Gx=)TRAQLG*O>k?FNJuSMt2tv9(|_ImC1Y5P9U
zegEXs#wo5WA9tN*Jvu$(uJ<4QtsAfVS7z?qHC^L+#2LTZBSFQzFC%8${?)NHCOkTK
ztIVEhQCTa4zQ4QsxqoBUKfBB|pwfR){{4NXsi5-l`u{wg*AnMnZv6P=vj6i`8|5`e
zCS~vcc{cykrkbl!^7(r{y8ZjtV{l92tY59qJe!>*$0XCA1jyZAKG(Wj@9&@I_W33Y
zOUhn7y67&iyLRifsGr4`*2V6Y2?HI^G)=18U9NJ;z59YstvdFX)+ZlL2A$&>Q~&X<
z;C}DKGLz2#XU>a(h9e)`mLz?rVaQI<?&q&>Z<p`Ot^e@gAZWn)bM9}33lSVI7((WP
z*2RF<eC|3OoxeBq#|CZ&6YvHr1_x*GVT|i`zuVPy8?@1Ei@{8r$|6v6CV1<rZ`b)9
z9xrB<ZCG_>k!$yrmBGuqyf>$vy#!i@a4kB2?-o!`6x6&2t=<Grr&fUGAE!p25|7T=
zxaCTa_fpUnxAS(tb+(@YZK?y!{+q7-1X@h=DH*h6W6S4r*2`6=MJScNxnU?<aDegU
z<9_>fH=lvlXY1{JGO6qNP0-c~$@Dpa#kSkZLCc%v|2$x?{9pHZ_WdW%LCO2`$yU&2
z*sJ03wY!A*w}SSBfYw`{`MnXe1(#cYPr)uD(7JI@pFgVZ=hM%hOI}~o1s$Afy!L$I
z<6}!fjnki7LDRo$cfZ^9a^3ECt2By1YkEOtnSJ>jg`W?a`Lo`E4obZQ+JAa$d;a`e
zTQVnumJ))t@`c*$+jm_als&F2bZ+1BWRf>{9U!O-+xaeQ_pev0KNlb0w-&Snpi6t*
zjF+z&8`=~WFgxgiI%J@QF_%CSVxWzL;6<g6I@Pb;vCp}&0X(-1I!4p>^BH5%?7h$K
z_xq}6fkwEV-Q8X8-!5NQ!8gCKbAtTC(%o;jd4n1`pcNyRCn!2!y0J0&a)14w$2afo
z=XhiP=OO>)4-XGtR&1A<RQLCFJb1&~-Rk#y!OKq=&79u#%qcj;`BUW(XmMA`|G(d#
zKZrHwkT1Ow_;c&sn$KrnP7ROqwEuOnzi0tyC->{S&$eV<{&ce4qVVH$`~Q~j&x2}7
z|B5NKU$2J0Y~t4QsQ-0&{-wwL_VYl+i9gd6-x&sqU*FxezWy9EbmnjJX47fCpWkNg
z{Rf)KXa5SaHuJ@Wh2V{Xr2)}XUS3}xuP0tw@^0tzXI0(b#TmGkvM_`$D}R3vwC#B+
zs9!Pb^u6l$vH3S|=j~n#+K@c!HD~|_bneLfhugN_t9pIO@VHEHA^4Cz&<T24dDY+V
zmV1BP|8SzR`?J@ejVdo6b?dLwxV$y{I;hJXS8RLg``g>w7o7o}SYq|#L38@cQvVqS
z3qe!hm)35-7gc;)eSS?4Xua-PyZxWfS?|mPEdvR&Df|6)yFO?__-o$xeZSvno95oy
z@@(ss(z~VCpVrpDUb{UjZ}*>1r@dvZ%jP`X=Qr1CD=3*v10Aq>=F8Xe*Vop9M#H;q
zKl<CbOB=LA{v~LL>z(b(dwYNL%$H}7YBGGm5VACP``vAemYVMJX=j(OF#uK5dp{nN
z&iwP^W9F$TnlESP?>nh`;Nnu-s0)i-E6YIVK>2_cA-%g5dwoUV;!EZGKF^K3cTH_}
zPEg_B6UzNQw$<OxtbG8QQo2=q-u80Z?A);T$&Yuc`OccMd(CvvDyGa{(`zes%IRLd
zD81mFo$L1RWp8g?-F<h(WYMsQ#AWN1U#;_=u4j6EarNJJ`MQW=+bWScWw$bSy4vUU
z*LGO-PXom;D6|tfw&w17xoqci=bhg5d)|ST6MfIo=>BfH>k_lWL{J&El;g?jwcDbO
z<{HM;Y`<G}dZGC)XZMO;z3YPSly114=qbFnS^L-qck>@F+G4|5t`=SY^*>u>-5i#+
z`~I%e-8Bsq8=zGhp8Pf+9NyL4U+zEu&fFTmBm3O0e|e!7x4XM)#d{X#8B?uRTF;E`
zQD6VJYH{^%P-CN=bIq1ZUX^_f5_$q(?KWSx*Iut4Q+hR2R9(&K?saws-m?-V3_t!W
zO*vNaYKFzz>ifUr@&xPt|NX9gYR&$Czg{kEmz(v_3^V~2U7vkBV{z}N8Q*4b==pJ7
z**Aqb-RDzS^`$Ktd+UF{-JYJg|M5n_g5*EtJ|^EmGj{iiE;h+J{@nR|-s+vYYBPUd
z-~TVP*!I}T<Nw^X%kI|pc7Ay!T>9x=_50AA^s=KrzQ+G~Bwl&vr`78<lbNgDdVWb$
ziTa=1wDVS0e81=GY0-H*zr3&iU%l%(Xu9jn$A3%*{wOS9KJZ_Bp>EV#{k>l<$-GE%
z+U(fO7COc9>6G9ihMv5uhK*4rt^MmhJvES2v|%dPa_o4n;E%<wzc2gS`+{;)T~5i)
zKFPEEc0V4>GLWBq;^=440kb=2SF*f|%zW5;@_f>v?GcA<{g{rNd1)A3S-XhUri%H9
zOW{RUo3v^DGoLU1x=+W?>&Ti9hL?YX_JR2e+5G?WdFSo_cgyd`zAsBY_I2&HTUzB?
z`@{ZJ`1nMLPkwlI)eI56xO$&QVqe978))l(1`WaPdNwQjQ%k;KXY835a__yjT$nz$
z^4ZMF|H+^BTXYJ1l{UV6yyq`NfC`fp!=HLkzki|bu0_X<5)FTsv+Ta5bl}*V=Z5QS
zj#;^zzu`CmT9&`~SW?<2j%$XetGDDFmw1(NuvhF6$74f3n`wowZ*R}fy1gye*P`!%
zyrcQ98=#TbN}bBLhPREgH})TQ(=KayQt@s^ZLQlm`~QEofX<)P`wkjd1Mku~CY>J>
zsCFou<qPPv%AKuN-&Fl{j_|xR{&ao+KhxUpyYHV>SA4Yf_?hpe)k0@{THa)w?Z3yi
zktKG^vg4OB@2fS{?D@CidqvJ1nU2YP8|Oqt>g*Lez2@lau3i0AayAtk#7Y>rmV2HN
zxqiW#k-=d7k*Zf0W$mM$FeW4>O|oD}SSV_|_qag|=#bTW%;tAXg6DPG@4Cf&;E)@)
z6~l%Lzka=5UtIoodVHOwe!F<=r{taBp6kMLUWT;UkdtN-CV`GZ7+goh2Oa)hFLgdN
URr@=qJ7~$Kr>mdKI;Vst04L{D6#xJL

literal 20796
zcmeAS@N?(olHy`uVBq!ia0y~yV1B{Cz!bs3#=yYvQSOW?0|SFqiEBhjaDG}zd16s2
zgKuI<K~8>2PG*uqS!z*nW`3Tro}q!BfsR5(Nl8JmmA-y1T!mhKQM&$=qKF~}1_sUo
zkH}&M2L414W?W&vJd=STV1=iPV@SoEw|CiRgj~IA|G`;&s*;96*NPPzr)Q|#u%323
z!Xrss)O5XLa;NFHj3W}sy{d*<$8IDgb*e^eC_ftK)FQD_F|fITRr7Ow-SfZa)6#Fo
zS{2{?TQe^`=GnQqGmFpfH9q%!Uh(<NK&`1>oD2*MD^^XrT3gM)z@WhKf`Ne{fPu-1
zfq_A!p@ENqfq_+F0W$-G1LLR^5utJRT5`Ybw7P$v=Py5R|9{Ud*F?V9s+UV&{(8NB
zeVHKx!!u4s*^FuTYQNvz@_OCwWqh($OZ?_qg)ZfBZs+sWjoRYz|JU{Xt3LhnRh)C2
zbK3j5@4GV-Mb*W_VoR@HS>`+Y%Fg2FAuj223f=7dx|Qto1LyttbH;oBudC}Xb!o4g
z5w$gI>b2PNyOqCgaj(v*aku?+Liwld|3A;|^*4NH(GX&kjnJq!IQF(vecp_RAA?p-
zsrveAs{H@?|9{S}icdZ@MKiPC_L~R0Oo4;duNRBO9ahe~KCk}Y&yri2%a`tcw@Z8N
zo=>MT6Tf`l|KC==x%Sr=&+ypN&|i1o*M)E0RP*!cbjuERi>$tP`~Uwd`SbDk@?P_M
z7O~ZDx4xWHd~W9R_l1vp&6joS?aG+9Uys4p`*oH$LxP{qrV~m(+25<p&I#K1=c2p3
z@B97#>$0w|i)}t%`?%Nq(!A<-Gy7~loe1&${dRl2o_liY(ucJ_rtklgx-ieS-@vB!
z*O!uyN5z*<4U1a2Dz&qr?%B-rXZ86TkBW)*&n-Ho`SOUczmM-tXMWo$QQLB6uG{zP
z)s=0zw|{<;`&j$+*X#Am7x!6Z?b~C=;M?55r!%GOPT}#A*K4;g^VZv`vNiASu1D@4
ze!X5l-|pv=$!znb?}m3@Xf@q+>DXGsi^>mPuix+Y_V)Jpgr`vwE~h^q%Dc0p@MnJD
z?rqbLK41MUeT`;Ut>FBPKSj@VKj_xq=h3aZEn;hTpu{U?4XxNajjfmBs^3nv`}^hc
zmjlfFS9E?qo1Oouw7dHK-txWYJFlI3k+kcWRQ40GAMft&UM~Olh5JkU|3CeYR-M-0
zU-M2*UU!ak&IZSS5BFV*%D!6ifA8CEw?F-@=(UjiaLHT$>TRX%FPF`JCf^`<pzLPq
z^e@+<^Ur?yb?#I3{qp;@rtkmWzW>k6-mLD=k2}A_Vt*{YY8w?>|MPVGv$wNEr^nY-
z-uqUOcYdDj<p&3wKWAV2`eyU_XTl2JIvZW|{@==8KR3Gab=moU5Bck7OpD4|8FMVZ
z_I32jCzJixaa`D_ySd1=_>TRb4~H-Fn%|iazdUBWVMlzde9Z?(s}~EJKke&&+wpei
zvsu|`5&55<oP7D^vj6!~k=L$sUB#b8*l91~+jhV1w~gJwMcsO{%<k8G{_<q9|Fzw^
zi`{xp-Io4sdCmUA0p{ZFlH^5si)s{K8N{i_<(GX6-BPlC=d)Qa&zj%&iO$=Zs`uRJ
zw9e#n*6;U7-qZK{bmaB=O{cVW)=iJAdb#EIyWPt#E_Q$ZSpSs3BGJ7yoSr*vzP{bO
zGI;s2&F8GN%g^^49sBm@O}hQ;g>|Qo7svE%de|oY?0etqJ^w$n+n>2q*OA+|tGBB6
zm#jrW!rtRKS6uH-`+uzO@U5iVi=wMpwtd<*eSLoa)9Bo-p|7s3jlOs8YIwYDY~fMS
zulvs3|MzWs&731U#AL0@eD41|SN@6faM90qJD<<9`R4l5HfwrzSl{(y>-Mg%{xju!
zq>S{(T8a5jckS(c^?It%ZK?UsQ>Vw8&8_`*lecdBk!{oV-%qM8zm>WC&!0%a-}-vG
zU2pqyd%xeR|Nl4LVx`pkzuobFl<eh>pS>2HKi58ctL?uZk6*Ie|8R`T+xax>m2TYc
z)$8}odT0?*^YQ5Ck8<~O1E1A?yQyw3_WIuwb$d^5y`3p>|MtGG)vrH)W$opgKmRe#
zkoNsO#o|KB(f-|ae}65VowrN#?S{jAruI_FF5h05$?3i>b(QFs-!8b|5&KQ+_j@MS
zeV%>)NrUV|ZMIih-SSNz51Y-~{C?l>WuMR6+rQoO`P|D>+Uw6aJ~?jxuP`qE!~{jl
z6@4<6M&%QE`R#rr=moP({Lv_G&yeh}dB?u5N5$jkWF~Z6?-CaHc&}Zi$b)aK;EzYg
z>;E|PJpI`GW##gDUg~p8f_}YN+@DsJn>|JO&~>xhIg|OU-)#6JCus60>fNo|a_Tlp
z0j>?*-V9Y=UQG1Yxl{Z7uIY4^J-=S9{&~F8=J^F@{<F7*?Q0%aefZ&MtN!RxOLX2&
z)%VkXJd|cMW%^Wn-gdfk#*ZJ5`-`W4D_YPWAo;uI!UD(4LoJ-9vF(rBYyX_+3y=Us
z{nbm^>-SF6+w<Yjm;U-c%6AKo%l1xF^;>u3U-x7d!C6WBr!_~hG;z$@dh}m>Vyoz<
zjRL>Ff8YPVmanAn(-Osv`<0g5tNZ=7(%z+_Ls)V1=Jif<V!EojHpo8h5DrnFQ{ZIR
z81gU1XSSK{`^ygxw_lIBWmx#=$e#6!PnYiT-&42edfx80)8e(KoDQDf%x`BATYk6n
z<?s9d>wdlTub<_gapc?ajY79WqHCrl?Y-eIxIy`XOG4ML-iFH&?<ZPp6#f0N{{Q#-
z&viZ5`>xNp&iwW0*Z+lUj_%`@&fOCDPx`A+YR_ZMD#0U$a`XRM9DB6HGqPsAOF?((
zV`E8m;YZb}H#Q{xtXA=hJ6awbQzv{pv7^>bzwi1nmx^9PsYkPZtvKJ-BWrCo|4FB?
zexao^%lj3Re^tG6sXc1<;{N`6yJL@cYrfL-V>n`F{_U?>=A|Wn?g}3FymEc}{=aW!
z&VZ`NXS+Hl#FV|;`TW`WdmE3-&3>)tXXCn}FL|v_Rp8Oz$2Z>Intgo_|Kr_eaoTdL
zb+_rBl6l(m{<FnG(MJ(~F3<lrMc=aP{q!GtUBY~&XJ38iKM<qMsN=G3@3&h&rbbr%
z`}y2^|If4eUb0pt8nr*4PXD=4{?7yUrMlbi82#T}{{G(5xn;LjKCA4v|5s6WkJtQ8
zz{je?ZM?G+D{aiD*?zqeY<l|L?)Urltf~F|ZE5-a+U;pS^Xq@#-t*^SyZpMyZSQuy
zp0=y>b=a>jm;JM+?frC0d+9XY=xN{X*Z-H?_H=Ify_pa9E{@qcxAa=%(xYP0Ye1=I
zanjFD^?4ClS678*o|$3Dd+p|q!pB~@x3}r$ZogZ$H1qPZt2+I^y1(ywHY@wn-<843
zr-el%w#Kx9>V47mhPA)G%&O1db~A0~z3l7GcT3s$WM;%KUw7Hx-gbX_ZlQgi{+<s`
zXE#;6brp+TvgLN(?yEY|CK&;lFPBc&tNnCRUG)6@;`6rNbFE5OS@Nyh|L<4K^^NDV
zcYivi{rR`e&nJ_4uZ89uKBc`r=GFcE^+&%Q$#%b+v-|Bf<DAou?6M&rr2?O=i`{MZ
zL#}lG|M&I(tG9g*y;1Y|?B`APe;)Fio>udp7xU`kV)x7g4UDFzA6ag^$0{BZ@cvty
zhVvTX)T|YAQuX)$DcV>6;UIhXn({Xrk3W0LZ~Nr}&+*U6{kCBnd*9yLs{QxNa{JsZ
zb?<gO?)!7+^EvDFX^}FEXXow8jFX!`|5mBs_FYm|e6OSR?cz(P_OHD4=te~0QPJ#o
z{qpv9^>V+yy^a3$YV~@pYinzHj(!iUO`Uo5vFSebS9#@;cWcA%rB}b*8lD*@Q+g$^
z@^AY5+HFbpN1w0yR(|D3r?B^2>vBEWq7#au=jE--a^kkX`?Sl?`t6oKRom~D-R9|^
z`dVwBck<k;VbQws=TpVwYYOB3-O65Xx~sm8M=~hu;v(0h--F-WugI&3zh;(nq+^fG
zw*A|f`79FJtma;QFW<0pX}9%;3teJ|Gv@YPyPF}{v!Ay#zyI2l7izoTZoB<VZ1yMJ
zsE><OUxU(Cg#E5fZrrtz_xII)zMtXRd+qhE)Bk^-uYb1x;;g@)PU}Apo2eJO>&hDO
zwG%(y`+l$bz0Y>-sN}^<m*@Rl{8V$-s%v`nTk71nGi&c2JiW-(e%F6@ZvUNA?Ok5i
zlpO6{w_P!6|DtfmHR0cPy(kiYUjP61{hxameO+B<dnGR2&n5QwK8^0{eb+9(cqM;Z
zTvCOtwL6aI<NI5s0;Qt5ITx#9*R9TI?Rj}RYrXhyy(@RGZ#}xN`uE%Ip9@8%2TYkS
zeRuxi?%bT}yLtOB?uw3nv%Dg2%c`^MBJYN$7QS)g@87he%_{20>Ep>ARo&B0D)(6=
zwSAvGxi-wMt>5z5jIO5_C&|5<W@zUfsGfT9lf+)9tmzvUe(wx>ogu5+Z7BWfcHhsX
zW!yzF$%Q&D{?jz7@9<v~R@_&==&9wdr1N=y&z=2fWn9{S_Sh?{sP^pde4T$o-m%4r
z-Ij{Ivbf#<?WSXOo$n9LoNC&4wDek}`u8g<R_DdK`Y*qg%rvEc;jQDoZ~qF<zo_B;
zrLN<B$1gqGRkb>;FCGe<vR!oQm0a@X&wrT>wwDyLi$#58He$+(c`kWZM)`zm_^n?q
zFS_IdFMi#zk#YB_S8eA%#k?%+O|CtC`ufJ>rppwWJYqj8+b}&p!=~QV5EuV*adzd;
zsE0GB?%&pSO2ocyv2@+fk1v+Vor*p6I{07Vof}rgi}tO&^r-6PjrD~=3Wu^-nqQRN
zzEG0#)T(1wm)@4*pzx1(E<~8Wvgmu{;^}<c>*q!bHKmaAec(W@&AXc*{9gXJSLB=P
z6?-d9FGNpK{N{dl;`7Hv9TppdxA&C3ULJF7SF-(;?{<YNU3Y3%MApt<`%_g<v*WbP
zyt-d6C69@AJXWy#zxmV7%rkdn)*A=kFZXmVjkUXZBO-RXz5LV3?4@VlRP^tXGDtX}
zGj-+0^Px9q7$$!z>AvW?@7>1`yT%}~<MlOhudJuNz7~8p*?M1d+SlLg33;3^4mjyX
zSuHL#T(__%J5O3l&^pRidCqZ%l&>p)Ki;wM;#KLWdpEw$-Mo6=YrDmNE;7k8yI)m5
zlrz!fN|A(m;4_z<SFNJDrMb>O&0dy#cL&?=CT_hI<$HIjN4~0_AOH7NIB(yVcyj~2
zj^ss(S8Lu!=GMjwr1osO^1Z6KYR}ZeDPLxFOnYlF?a_`-VbzPbWUjZLfAyfp*m(8v
z*K=x?J^T8G|7mXD>kE%td}2QrZTUY_)_mjLk8^+AOrQU>P&~>0Xy<u}<;qnCSMS;z
zZgYJbr}_Cc+*7-}jxESMZ}ZtlE@h3P;jNMq`M$<m&z?_7-CO<rTzzuF`dvv+KEKGa
zQ4jv@@-w+%=?g;x^VF`e8=GEu$;RF~y<YOY;3?+ztIPlViCAuU@mA>ljN7Hr;jg!y
zxhlq-a@4`^>11`oLq&fy=10mNDckeul(uEe**x)gMY1m559VC?dS}+vTGQRPMVPaF
zXBsU{YS?)zZTY-KJ%SNQ^Ig|ZxYe9-)J{MD@SU#fosDlF?O0zMv}E7;Fq!<Xr8Dzi
zRLmANREX(WB)4|+*68BbWsleW-I<wV_q**?MOgp!BJQHQ=da$$Nq)O)-FxGR?dwk8
zmQuHV{v~40&GO@Gx*EScvQ}c#?g@NwI_vx!!_~)&YPMy4f3(s%s-}h=Tp!;l;<efk
z&@KPYu&JP@M)o?pS=rvIKRdcsE_~H>vGz6h<YJ{=Puxyt|H)YMch<+nU;h1me?Iun
znNE%RlFhw(pGuGZK4NB~QWxNMI=&|-e)rUmuU4-=ch}*xve@yCQx~rqyGg8%mVf&E
zDF4;7X18_vkI3HjejUC1kF!nO?y~ULJM8wq<G7!?F?Z|whc)l_e!m2&l(*f^+db>&
zqs7@dG3-(I`Tx9VirT$yk?7l1tJlp++$*tJLC-M5BZgf*wLfs4vV_?;yU&N$yjy)!
z@T=JMQ^$H(OQ+snY_sU=ni{@S#|!SxWIm;Ppg8DQ+dcKZ*S9XuI+||b_Hv!}x5zmR
ztM}F`eYrMQD&H@vAp3p$4R*st^|^&TZWY~uZ<4Kc-^#K#_d9d-ZJDk0@$5M!UBWe`
z$7gp)@;`HpJ??o<f_1OXt4(?Ri+9|!IwiRH&~eWBH~-cg*(mXQ>Av@kH{S*Z-v8HG
ze|@gdCc~#2?Ot6=yqla;wy&Py*)*||goWnXm-UVw@Vj_P&VEs{!iFD#vTHjpW{EVL
z9PQuLwl02t>_uCvUAK=PNH=8lubj1YN8HwTdv<Mpwc~N$Y28Z0*s#j3RX-let@SY6
z8g^!4Om)|yTS_6vulO65hWnfp4YqPU9q~t_cjv6r%{{K)&vQ5zE>iY0I-=lPcu29y
z|4d<wou$A-!)01s4)T|sTvzme?>~5OQJ%BUbJ4qgi`$)j=7!Dd(%kjvy7`QtnElfB
z)3W_Hi!C~{b$M*pwbMJo%=EH54jx}roxLaSOJ7HQ`wTtJWxidEo09&%Fcmzgw@rE4
z^yf3y`(JVN*(&;5f7zKXtB##Vl^u>|yIOQkyZSRV?EBR>9oLS|xTMQg+RY%=oO^Vm
zaH&{x^3jBvi>p;$8CNYlV%NpUmpuPUd2A`qC(-#kcZiuY)z)l#RQh<ym36z{&079?
zmiQx!o?7wd^+!L7J_S|JuXuMFW+cv0=t$PED=xGx@adHJUEs&|n){=ypt|=WnU8k`
z)pL|w++P>Y$<gXgR@$}a_?6;~{ii<nxeN3@wtJ;|B;D+l`8Ve^;_Bj$x28X@=>6Vt
z-tkXws^GQ7qLq0^ml|Kpwe8zEqiwy-*{CfB*X>S<-IkjFSfjY+-{WGr<2iHIbf2%E
zvUi`b<JSGhAN|%^R^MGKRw^|A_K&>ozoN&lt?ANxTbQJ_EV281`V?KJFK3RKt<b$^
z-&8&)r>jx+^yM{EUvDYvZ;Sl<k8wtJu`QpC!_;Mw**<qOubry<zWe^vYw`7eZDON*
zdbeDQ%AVS1|L@18cKJGs%g>Mf=99D8krY|^YB8vU6+JCq^Wos7W77F^?k`V1-nVpa
z`MsTAp3Tm`wp+J!dF1N%drt?;%q_X(xpZn+l&1gDtxqO-PcyrfvG~%@=kw!#J)52H
zWh@+Ax^~yARZGosZ%x@%{yxs?&4$BiGyHUIJ{}RSwA#30{*0=uw_C64fyUZIU+?+%
z>vg5o#u-JL%bb5-+rBT<>g$zY?Q1*#|NHHoy>4fkUbfA@<M#hH9?ZP9DDLsc8IN?9
zJ&4NR`&Db%I_=*-9`}FVwYTc)soR3VUAcR|UaQ=HP3-H()A9c{Z2^tPT#rubRQ*(E
z|M`ru_x$>QKYd=mS~@*W>+QbZ?<#j~si=E1UH;#P_N5OGx0_q}Mmhi9YR79^AND=e
zM_cT+xpr{(QIP=k`87rJwARJs-~a#byZ2)E{&kV+%S3yuy8eb%cdh*O?dBBC;G)=R
z@%rD~WoF0M|1CXQ#VdQB*S9+?+$VI${kq>z&j<LVivI7b4ZdHJT=?h6m-N7YGhP`i
zbDMKJ^V+{(*Y`hrY~T0s>GXIz`QWFSuV1~pA7O6S|MdKyHtD>GT`!l-&XSvNk{Oiw
ze((2l^JiAny)8QX>Z8<e!)3p_c6FRjmziuR8|8d?&DHW8(<fKM<Inz9*;YC;b=t{b
z>$uvlSHI?E*O(>m+Nt5b=Kga3`8KAJZ&wOQ-(KD>UsqAre<S>~-tL@r|37_6eVTbK
zZ|~P@UC*zYpN*+mp11j|+0vup@iz7H$4v4Km!{tRDs^lB!*2b3C+=&;?kYLCe)H>f
zyQjJJ$;^y@e5d&Q+{N$Z8+Kk)`e*#zP@dtL&z2xwIh!39r<pgfs#Y<r-F~m?Wq<vj
z$2`Gj8PDXeb7W^&5ZUED;Z>L3`@)^xJ=+;KEZE5=%g~Vaa?j^;-pX!0Cz92Vm=xCk
zzJ33b?y>6`IbLoJKV2O_+HPem?)`Kn$MCQ_4~s<btD_0?KvA@{o6RH`WG+JkQvomX
zi1-7kFKKDNzPx;SnBU$<)~e)0urwnB!`a}Nw>E{3j$GNCe%_{<@v8a)b7R4Cy<S`l
z3{&=gzgL}kGj;mfGDCq2v*%}6>eq8vm%WL2`-p*oA=D`GP|KZ)@N*m?^BeA+nX-GU
zyM_1#Mh1rI`^4J0c^McO7BH}sFfcG^Ffht8FfedAIIuG?G%yK()X-XLLFra*htFnJ
zD}BXpRDb>X{qf2dSKL*<2F~5Z@hbV@%I*brS}Xhif4UoZa$}%pZAg&3NTb+5xs?Xt
z67SH)BROf`=eh5ffClUH?(SL|TYlHHSH^Nv(p=qbH<Y$!TwL_%+y4K*_lv&nku+9&
zyXCT9=0#WWv+IlR6dqr?GI+V(gSCtd3<+`Bw&&v~R@we~u{iU?gM*e!+!y@2dA@EM
zsBHl%4wr%Y`)PZf`7Blb{&{Y{ey6<So}61-GA-wPe{oS6G_>$?alf6{@Av!bvo0_5
zwR%3MSnP)xBLjoMdyW^}CpIJ=)_TV;Yh|*%p<lvKDR<k=G|@&Irixn7aJ<Y5P#Jt>
zZ}s;r?{>Wgk8{o~IK=s~$M~E_?(J=J-`{3rU^wt+VR!Y^ntwl^|IDAR7ppbxe!*eh
z%#*6qeL#h#)ypN5FHMiHi~M}!vcLV@Yf;&2WzL=c_5J;PHJ=$1?o~YQWsRs}U|@J=
zs{10;05mLrCD45-XbOP+<EFje?^%C+ch~yso14aaf4y40Gu38Y@P5#c_2cB@eQP<M
zFRZbbTYdh?$;qGB>Kw9RU|=|^ydc~$ru!dgh+chO#iFF23)|(QKEKb<jIVmR^fG8j
z)2&}_?yoN|jgL29o?H2BW^rs9$a?+QJK`G-^V{3pt^I!Y<->M)KTvtJ`1QB9x6S{{
znr4OklfJ&J{?EtbqOYgCH!rzcRWiB%-Iu4gtKaW6@88D4z|c_X=@9SWwKRzD`S$yD
z)m1MRwqN4XUSn|i`JO+YPXEl`vZNg}_<239TDMo)d|ldHcDV|L(l<8@*Y5lE>gztY
z-DPh-J>HrRnn3H<d&j*Y`ggDSy&3QJd_HF*UiEX<N58pNOTWFn{XFl@#~*#x?`G^O
zdpm2rqy4WJi$8O`&tAW`EY5scYPZ6^`*pvUem-ZdzyFx#@;Q^@t(z<u7#O(qbzg9w
z5Dkx+xO)a@l4Gaqo|@fHr$v8yZ0H*0Gha-x=4xoTul?Vb{+AmVnJ>kb-wpjNwKi(&
zsk@IK=Wki|e)s!*m2zKheO|`Qz_6j<Qqw+$-8;;eg|Cl$dC^^d?#tIlG~R>825fXB
z85kH`7qHU3xS>H7re9e(gd8tELD9Kw$@`k;)+?Rc`Bp}6&&#|XTkfmu-nS;=IcQ?5
znVsJ+c6XU?xBk8gDT4%uUq2rAYhRNzPV>2yxqR*=(DY3F^Bs@-yn~nf#U6-eW?(q5
zM{R+=LciUw48HrIj&0S0M)pfnG=ndd-Oio9@5iI=S*3k;zh0DFk1bysoxj&~{r`vU
z^2_d)-{1S}W9H>$PYeE?HNU@P`MfGE(0Fy`iwg^1Zn^BY`cfFEj9b5DUix~M#cjOO
zVTJZhrCZ>I+{@4B?ft{!YfE>1JSKfPEIN1U^_|~tWna!(y>^=O-}3#x@0R@k`+d3j
z{TgH29}k*WR)2q&dAIbsZ~ENQFsp|x!j~k|=S;k{EjN1UT4n}@guG10^^-WBEcBkP
z_cNd6Yewk(wAr~?*CI==hF&f@tvekw+EHWwZ{5~wQI>P2e|>-7-gkz9;@*$Pq`&S1
zmtU}~-w?-odAYy8yKHI5t%}FJmuF?Kn>oE#*4k`)L;1TqJCp8mJpLF_IrrAXJ%1{G
zZfsju`~J$x;InJP*T;R%T+P71FhiQDO7zIq7wh-`tJ?MR+3e@Pt3i$Aom=<SRKMT*
z{n_toCI$wB-!aYm8f5E!Jbd|X_j|v7+iww3Wj9l^r-7;r{(ok5e|~g@eUUh7E2q8w
z^PS@Jp?l&gr+oipRk}6%y54<Ii^5Fz1-Hk_kW&x;e7l|R&u{xBAS$s{R7)<t{_oe|
z*=D(yK0G{}J?*GTj^Wy<{dIpo{r&O#R`&X(g^!P2T_db~s2p1EaTjER+<bk@0{sJd
zZw;M(gL=)+o%G|4<*v7G&%bZ?U)Cfe!0OqI<WC0*1$XsZJnE1+mCW*8;PNI{f&2OU
z|6ZzmK6iTj<0-*@C)cl?D#O5#@DP-m!ea_u|Ls0179FC~zw!#7#e;@F@45B&7;MeC
zX~ZjGpwPchPI*gw-Os0{ueW7g)hh3|f3x9mQ9*pp#-o=GG%{a4U;pnj>mE}E28J`)
zOuv}kJhC(H*4gB->&>RqpVlhwt^V!@F7EU|<=oY0QbVobGQSfvZOJZQWAOLe_Wi!X
z>V9WV+x_`)*d+7Pk}Ppv28IT;C8b-r15)1a`<-{I?)TfvGYpe2Jvlk~^0wP~v#m;A
zOsE6R`u+}&t4!V6&B4InAiR)uub{hJWy-CDX5LHn|31&Zvaj~{EKrX&TFS1bBJ?yH
z1B1imMXY-TK~o@AuU0M(y1gw|dz$|KKc8MU^V_Y6+R4DckWsZ|fqBxeFE2B1ZOJs&
zssI1?dvSO<D2ar#d~wU!ez)x9qHeuaJMS-Y?Y6PF^K$w8d1ZGBkFS~ra`Q4*@$YVb
zeqG=1_xJaA|JCdFRsH()di~{l)$iwmX2rHVndH4}cHXX)w~jJ1Ff8B{ydb^t&8E}K
z!s9Ac@78=i`|@gd{Moh7o7s51e!to5e{?}10|SG>c9t(QGw$vxy;Xj{c6BTd0|Ub>
zi|Y%{ANhJce!khwl*!;$yMEP<4~Muf&n>?f`F0T_1H*+Dju%_+l;5ufl``vh)*lrO
zUy|HssRo+$tknDRspB1JQvB!xm<>_K`ebLD-K%(P(;Kzp%O&s2q2aMp{p@}|xpQ@I
zPBX8W$NIhBqC~y97#JLaA4`3S0?oyU#n*haDf%s)zh~mT%I9;p+^c$hc0=6mvbUGS
z<7)z^8Zj|2TrkOWT%UZPf$`<~`oG!#zH@1>nGjd^^Qq)DNwb`YsNAhrR|SCjC$qG4
zUwnOWdAa{T>Fe|P<!mg@H^ymAy#$)Jd~Ppql;ZL0@B8}rw@Dx)TR2|yTKss>{JG}&
z@;OCbzdoJT2ZykG@%|r=x-ZYGei!-n5i|&lH=eiq{Un;@i|1surFnOEh3@uXU|=wD
zWcsBeVV)NwWm%N+ue@7K_fn9zZs=Pjkgg*VD(eJ=)%|=x%QoI!+XpJaqW@Iiul>Gu
zhCV2_J)72GH#z&l{Mv6fOU~PVU-I$s@#nYimfxQnSMjj*%VPPzE1=PP@#tPb!DFD7
z%a)UBv#;oMTV7hf>(#0)f4|)h-<kt*hi=pb>5E&luU}aiyj*hH@lC4JA{J?-GBGeL
z$P~IDEqHnL(U=#YW@e<=f4g@(9$#9yd|uSmO(0ipdGY98hxWQ1O1)C1TDsfs6#W!C
z)+0Ij*4FIl|Ng$OUk;kDH+>DNyFzs|LCr5~#=U~O-|foY+Rebg;9#t{!2Hpd%l_-j
z1VL$DEv6Z~L}&r)UP0aHZ9ckDTQWX?sy5vVpBNYzE|hS-=-u)6+imT4{xgkK_kOwL
z{c_jqb>8XoD$}l>Vg+R@<pt(R(__nKCf@wM|Nmdmc*7FV1T?Rd$qKEfAP>DP<ozY{
z<6Zgw*=_vtac`4A#<p<0*!*(!`h8y0V~RYZ(q^WviWLDRZ-Ll5(i@Kmd57=_g=<Z{
zbfi=GGN{)6_v5&I7&PFRs+9Hid^ptAAh&pz{?;o&EA#K~v)lu&%as<GKWbp+TLJgl
zy^ield(G}vy<Tgq)1PX1RSHz7YBN<SxA90$nif-ZQgT}P>ub7mi_ckxY6>$jF!)Yx
zxYuErd~AtmSVUsmQ_#3}Kd76rM`?k%Qq-yV+OJn7r|tiAN_%DY^>s*E_I|si{TH+X
zf#3d5!7Q`fsC~9yE;zqDq1^9N{cdOa)^2uCIh7>x-EB_kwaAz8|9^$ws(QUP`1Q5_
z;h~^9_xJn#`?EoP;~C3YzPN44y=`{4=(O(3H=ED<fhH5P?(eIO%3izmlj#dk!JyCi
zVspaNsp03$LB&&iO!K`CMrO7p@&7(eH`cL#zvuHM{<;s%tEO-=Ff=UlbjUvfTHysM
ztR$zs-*A}k=f<10Yv-2Vvjp{Rwq{&Z0?qY{_RAL>V63csd;8n%{P>OM(&yJs`*t&Z
z{*{f%$FJ-xer}R+VF9R&w!8z%wp}g``7SN@cku09XO??w38%2ynQPg#ACHP>&Mm#>
zIX$*4viY@(!v7bG`?K=Q@0J7~eJptHe#PTn(7K@|yWj7#ZvW@ZZ(FkM6e9zJgW*oL
zy@G}cF+4(`r6Hj@`+q*0efibu^>)$gMc2M7%=Xz`_BN<r&h}O9o3-2Tc^z)!^*(R^
zzXnv?f7;}&zt?2@2hgzA&Qv)DhKAPZ4fi^N{cTM_!&{kOUR=yvy>{EF({23n^P;!q
zg9gX`)%Dwa@_2P^ZFCf9T<rJJ7awDHm!0jm{rlze&gg2(IqkXIZmNN*Yun#%HfL_X
zTekYUsk;BXIr*uZZ-3%vU^vjExWHU#on(LZ(d2WV?f?HgUpZ^**6VTBpw?RE=d<SX
zm%kUid;4+90Z^&u&jDJQb6WSE;F;*HSyMs9?cwTNL-XqCda<99c_ocfJgh#SF@ByI
z$;iMk<2%cjnKv?*&;68Jcf0t!t@f^K$2%MBYJWWm`wAL9>WlxrWU`;vahYNtSMI9y
zaeJTb+5<||(V%k8Fv(>fo6VYy$D}g%e!VvP{rjDdy0n+6PLDAHl@;t?c9_-P*-<F^
z+GnnnY5$vh7fN40eSPaOsB+xM`J%VOK}PrX#V*<F_3a-YA72hyJ-{!r{YsGc+3nx!
z{{Q`cdHMXhS<~XGUe@f7-(UB0@8gt%pk-#$K`A}+*O!-|jQDx23<Cp$j>NLa>?4Bi
zG85JO=FC`b);;ajj=leWz1}(dhkxCt$v5Y1di!*G{JHHP&RM^IQr|CWtY!~NoJ-T^
zRjU1c9smCn^ToHDPU~eZof_u#_xJbnuh(z8mG#r=D`=d-_WPaUmnYTd`+$b->>3kT
z%0Y2HU+jz9ku7P43NbB@H_eFCeP(n&Z};1@*IPj)^PNv|Vf*xI9vo<V*`>YCWBtBg
zS-altdR?Sl$?~q^@8)w>s~1)O0xkS<t}LnSzj&LSM`D8B&L@*9H?3u0U<d)Frx$kj
zmif*G71R|uWjPy<imeRMGX3$R_WND)%hx*uZ|Cp%c<g3XJOcxR7~ifP=1R|$>_44Q
zzT7Tf7qR(GGrygOyL|1JnBFy@vbL1-MemQZ`E`@mn}b?`pQof3c2}NCzPWUIToknW
z0u}Ky^#2?ck3VyL;s3wy>(8HlRP`ly+s$RSTtV%JPQeT5i(I?KGH>T@KMN@XN(%Ax
z8RvIiT<pF)*w0e+?bhpYnRj*+R^9~F6JL%==ZEah098neOjXKqwO=lRM#h(>&#yJR
zTXs7)^U@N}%AeZn_e}D$|NA9NoFCLWb8*N&0$PoE&hGacaCY97d;6Ns{jAk%FBzY=
z35M2E94~q+-fq2qDR1{%v%{Z2V^IEfKbIh?xQjcBpMSaNE`N5zpQY2|yiV(E_6a@3
z0;*6{7MLfUxBcz|S~DbNU6un{b1=)UwyNsWN%hO1#WSFlCrECwd_HG#7-+HS>hSe8
z4tHLyUO&(5cFyK47u}?vPP_{q#>%ukAGfkobE?<Qr++4S>v=ApTNbrX&erKy)$6s>
z!{RERLXC5C$X8jge#<4V%6*?Xo?Pq#Mc3zUy?4ABH#ep7J)2+mD|2f%6Q~wdSYZC>
zPVsr)<Fe&3Re!%;Uk$0hEMo6S3o37||M_$}xFF2Ez0LRS?d|I;{%k&Pw>s)3sLG9E
z`QjE+a?$mw9uort!`YUGdmW9;>|wh(K+zz~R3$5{=Hnr2UAE?DdGe{(pxWn-(1q6#
zNu8>f+~sSh>?(ad&8qy}oTx1sf$v3fHrCwQk{PP0463~P8{&?GR*mi|c{%C--w%iR
z!*_!QU`#-U&d%Rgx%WRC14F}4Plx%Ppd7w>{XVO`U#~^~{3n&YW+I=}iv^(82&@gB
z3TlJv@A=^L>hf~`T^|l{f1dNaaQA~I?oXS<<7+m;S~^YlIu`faS=GL;zV96#TN;{m
z_t*bbS+B0FeEFc6-w)K4ta`KY_^MbJQ1#BiSgWS{V(a0`j(Yj}KOZxjdCgX2K?0?u
zaQ;b~=gG%<W+wiue!q9RRmqEhsYaj%j|u0C-W$pNwwD$-Heb@+erJ+%<(<5JKcC$>
zTDyMlw^d~yL4oR2QkZ|_=kxjVqqbyB1SOD~x0M;7A;&ix4qw{&d|os(XK}pf&A7cS
zcNeI=I6=|*(u<3WKW~yaSbNb`d~Ml9kV#1_Um^t>Yu0YPwyMk!Byfo3i(Ad#uh(B*
z^49kS)$dZ~c`={_dGzr!Cw9;%so(`^LFOZO>;L}+uUNZPaG3Y=S8zpb&+(#n$M1K$
zFYo<+58TMk5@!YFp>rnLy%A|MQ_qz1F)$op0=3Dm@Bdc{?%eNwzc2djB2X*o$je9f
zI(W@)DDaDHf7GS@Y~r0{zAv}ze!tngYAU4D;gEj>ydw9<gXWTRmd}^GySrOjg%1?T
zZVvfJg8gl$f;#_O&RM+<*{uOeUxn)&^N*}ry>8aNU$0hYi8C`WG^9B=<R97jeBSK3
zUzg`EbC;`Bsr~hGIcR~PD7a_|2L<i7+xheVgJwoVPkS#7+9y{FN_ASG5jWr7hI<|D
z@^w3Ixq?RhX9`@9-uUy`>~Ls$UgtQ!^SFGy&D-7Y_hl~bH9Hl&uJ!f${dTq=j|gAY
z12xEeI~w9nZ$57~dzsJ7pyL1f^*_Bq%d$XCo~n;W#V><KSU;V&|8H}?7n~ov8sgL!
z<Zr)Qmig#N=g)sP)924!x98KTlB=QNpvkr?YqozpCjI;XL~Ztk?4Kw7>n25Cczo+K
z#{*^eKA+jS+ivo_E`4=Hvsd1JpH?ahq|yDlqw@Ukudk>7zq{DI-z4kGiY<RWoep0k
ze0~1<9gn&~wG=@)Y@*(~uN{mJ4=J|GOad+OzVp@gneG1%hxspq>W@C#Z#PPAB({g{
zo&gGL#i$F?g^xPbm%Y5aeEHh#_pCr`^LFm8-d*;#$ie<mhw`de(6I3=0mi+87qjX<
zom5}`xX)Uzyc9Ii6;=E7>g7k>`f-p>-4Tu#n-}EX-ex%i)YAQ<wBY*V1<ic3mVRBg
z^VzJQablp{#m=}_4zwm8G(_-v?e;jWsa{w0K*4afp&_ncV&UIqv-7;(@A>R!_2B^X
z<$b^3&E8e=GU#m*D3i6!Oj|1lYPNyaqF(xVTz>w$U9Z<&SslLq%VGI{26xNv*G63d
zwNLa}zOWrB$pWn~0}qzX&fholT10a1m&fw|Ep+$)`BZ5F?lVtk`4V|yQ|f7(r%_wx
z`Oh|6d+R78sOKwmLE515(~}z6U!d-MSY+zdFQCDh`+uI9gH{SYa|Gq6dBz?wwu`iX
zpEbWfXT5E|=5?hN`a7RYx~d2Ar|*o0xPI;RdyGJxpUk78;Xa`8yM0%mZ@Zlr{U8-o
zKV}MDc)juezu(WZ&w<K+N5KoP4NG2J$P#A+rT1eBpuR6+$H=}0n{PLgGoQ~b_p`13
zcINu_`-R74Mf;D-yav@1QB^OO2LJx{_A+Q?E~qcxRSL?1Th814UeYIPz3kjv>*bEk
zY)d^StLZ+_1zA@oa6x>6{=OedYd4>>db#Pe-s<lkL8IcaMJH7&S$={lSKVzll2+FL
z|M&9s`u*!7)erpyb*1Gh9yFGGzgzzNLj8+{?Rp15t&fB{LytR5n-23?KZ&kg^!3l8
zZapth-}hGP^w>|}^@yO+!JSKMK{aOn-mhU&W;qd{6`_~eq;n=*-wEo_gGTJn+5i7@
z#|YGRJ><<@#klA5IqS?fH#Y8!u8v&pH#g}1zS_&6DU$cc@4vVf$M;<ETK>&Vsd<I@
zCqM%)Eu6wydEm)`hByYnbIx04To?O(y8q~XP`}#d-mcQuSC)EDpH=$GIOW6ynQy1J
z$L*~;J3W_yfg#}?#|z&(p6YX_*!}<WdDiXf_j|*^o$UaA#=YPL&Hw8_^BSig*Zti1
z!#eNIj;`a&{pQYcFVkNiJiqMit*3$av%!OYa*TT!Kx;&0HnsE1$8FYGC)%HV8kAq(
zAHNT(%mkI)uB`cd!I^*Q%gf83XJ2JxV2Icud9;?X^XDn|Ua3$+gFC17_s?0c7@xQE
z>7_t-*{PuR%a%{4w4WcSd$n@;vxzs$@0MQQ^A9u#3tG=#aze5F$;uncd}dDKv;XtK
z=Fo1zJB$nrVs%Wvm_8li)?cE#{m!Om{|t}IO#aU&V`0E6Yh@x^|L0@nx-T=X+eDo*
zznL=GX6-GdZk?ddbENZjD7JqBl>z<t>=F(%*p!1hQQY>7wTw5Dx^+L*Jm<~4xXAU_
z&-3;3@_9S2eUr}LQ)o9;fPtYQs|aNtcXVeHDC9(j$38Fd6QGfNP)n{by7X#jw%mWv
zpy7jq&B52##ez!zd2Boq6YT!|c)V(wBxst?*+GAX>9q*u+AkN~O}DGht621GBdGax
zxAc1K%WKj3zM!J;7pOjZxBGqE)lZ=D_WUjL+}9trxdh6li{1Mrr`7-a`TXUp)$9Gt
z?^Pt<%38hl(<aa`$=YqVvR=+ipXYi1@4NEV0a2itNm1Pwte?N#&R;&ywtAUpc#PrO
z&FAev<#grG4nbw`Oo`d;oZ!uQCH3HZb=lwk?t|C9^K2}AXBaGe1nOFT<aoh)X?y;C
zladz~Omc2)C^;$`zNGwKrF!nJm&-s^IH(+2nR|QN%HrqeM9;sxx3{`(jiPfKkLO&g
z(p5XZzPg&tm;>7Jx7l0#JJZd?cG;|dd%xYvetzKI?(+9vmfQc;+?s#Ct}pI0tYduk
zZ-%4zB}N8@E_d##M%V10TC3Mga_g0vy59T$v)TEVetdkaeXTR_&g<Q2d)LJ7E?b#=
zybs*e>2i0_-vAmf1of7dPLH!%yZ_&>mA<phGJkw{XxiT|V`&t>_}=>X{i~)4GcYvl
zT;5&XC{z7rBdF>)clTB@*H+L9^{rV~wLsmhpT9mjHnTl__X@O5ME9Y)OrZ<kbGHI^
z28M_qoG(~E{rmm?xxv4e%jYj!IxR{ochgC=O0KOx%0Z*K!KbI`f+j;hy?6r}P6lmn
z+S<*_z;M7uVS)IGv*!2jym$<s69BgakAeq=5Oo@;+8^BoIV|>s?h^n_{apHVT7SM+
zWXi-V+w<>#0nLkn2ei+qGS(^<pVr+D9^;=|_v_`$qvG*Cuh(q$12v*SU6rlfYzzzs
zVgxRT8;QphI9ffK;C!i(U2aBLeC^kgr&Gh1xr)b{#1@}5g*3;D7k<5CGn4i8?EHP6
z%5FU#pbbiAH%-%xUIrQ!1C5b=wM+l><mAt=Z$F>Uf4(2oTXi)k{B?!(Tb%37XUA6b
zd%aq0RVsMp_@Q8NN6_k;|4(->o|L?J(ytX)WL__h=?hvJ@^;aO|C}$lC;Hp{RPmi{
zrd#^{-rl6jJO6**{~!0h7&JP2&gSzO$!XtTUDY<Vo@*7lo8{;t(5fA;SC98!aaH{a
zS-10lsh-x#ey8ilk8}zLFK?Q<a;MOR**h|F`?If|Ugkf49;l&q1vJXO$hCWmL6>oD
zVbjCC-|u;Ywz8d_`|F2(Da4$qSB}@O?Dl%KcoInL;+I#-QRkHBe1CIu^DWnh|AjAz
zD}i>Ffp)Wir<A81|0`!(b>;UQPy;18cdm80pRZ$$px&DJw$IHV6R?`P<(2d4%8e2#
zd5V{|<=)=%@7L?)4-dD8Z|OMxx9;z+Q1I~f8Cl&I+%sRSvnzOTV9P-^=_S18cMM`n
zF1o%1Eje4f3$z5{gU|(Wqv|&s-G6=G|9>uM?}ka)n;YOoGKq)V&KeZN1dGLfOP2ew
zEB5<r?XMr>UoD#SYsC^!==~28p9)$D1rbZA%Lp`DW(OMMnhPF##<ebM<*w6uyLCW~
z`^<^1VxG0XzxkfG{T{RU_5G^XYcsEghM#@Ce(SZUm-njQudVpA?RK8`?cD9LuWoJ4
z294cR{d_t-xOnA!^LrJ_p!v`B^0(zKe=s%O94rqSFt}B6+4r)Lx6Z`;+c}%h`t+|~
z79;=hW{0Mfb@{tFV$nGpZMeY`Ub8-b_q++}5ZD`oW;3$-N<mHfJ%6|6f86t|CZ|W<
z-i}w!#zJ@RmrIo`&qBi@Q``REH<|wHMpCzKnuXn?ZI}J5mp-eiIr2Y#|JSwop!F=v
z<Mvi91y!H5f4^Q|x%28#(9Az*`t{0k|M`3VS-oB}IbA$UORoCO#x0-ES%WIUXUYFS
z&FPoLa+OaeetDZ;Z(X0iX3Hh7pT9-Zyn7z;T`l^2)_gi>ZXUF?$t!=)N4J*~ocT0M
z-`&~y<>PVr>%0F=_P2`!B_+@rKkdCgpUqwx>}R<Yv{f3k0WWOxInZLvOEc5wMecgF
zYIRau(<N{Hy&+k8UqQ3sQ$c;qOTOlJLqI!_ULNAs*D+Py94%k{es4Lbt8x1Hf$03b
zp;iwXn7!s&m1^z%|L^zGXA$zCaf_GRZs(nzKR0l(+f=<>FBbi&1oahGT3&Mp?RyLc
z&BAzrb|7U=k1f+QJ-%zlw_DkuoT3A1Y-~(EK5bUl&9(g}C#z34yOGd*sn7adMAf5C
z^-qSMPAK<J0nP3O6|d>{xBt84(T$3~U$1{Icb73gyU{Lh$HTTD&>Exr7G|KGW|uB`
z>&Jq&YkQwvs|Q+z8+3l2t@rmk#r~l2`lYA!_wU(qLaBR7T+PR$LBR#@_kN!SnvneS
z|J)DX%HMCdoA3Gu8gvIO=!gQ(&;QTX-}~i~+SmV)Vmyp<SAhm#yqnqi*X^{=y|v|!
zt9{Ce302qsKjg2E04)U3n)dbW?d_oXx{S8c$Mv(gs~zUw{k3v!`TKjmdJE3`*0z8)
zq=5#YK*Pjdz6bAIbC1a1`}I@jx@S@Hg+4i3F1jrRt%F_K$jojwv%zk6si32_Uz};^
z=4g4)>_4bes#E*<tohPq8F~AyAN|+;7;BYzX$dHFBFa~<-L@)1tTE?tueqM-_FWyq
z!l2E2TGK%D6-#Ts-CTa<${8<*eqpifH5=WIZnFJ$WAT;!_5XjySj`fOy|Z#w{=T1T
zy%L5><<@%HH#ep3`~T&#|MlN<BI2t5Uf5s%pY3{n-q*`h&UXL$@#(aFarqv-*j-DW
z#mRq+PX6)XVdj$)6EioTHS<2Z)oxLC+V;G=pkcM3V8i95hMAX^T-jaz{!VQ9^w_eK
z)6bY(|MlZ_{Qp_MzP_Hmdq?^Ed$wyq8<yu3pYy!D%-5THcjd>}s;^hWm)m~7V;rxw
zdBg0<zixn*r52xx-4EW!by^-Yu7BmutE5j)P8!GX3E%xUzv5Bn6&cgz_g9{=XR-?Y
zd{TY>6M5^8kC$)TVPE#<M%8@b)9LAdpM}}`-rTdIU)aw=G2T7wd;Pq#EA2pC$Spq}
zbuZtRd;8gIcTkjXdAsfQvS$(UADNAs+<HPUOgZBjdt~dD>oLW?yFQ<@zAXR$$8nR|
zUteUL?$!VQdqw88GSl_>|NlJyvxg&Y`Mj#EUtibP&job^uiV-1tvqGlzhAGx<CeY$
z=Uh1sn!NXa2Wpss+JHZQz24#XKi&R!WL93O;KR>N+<G4Q`~Q~xyI1j`k^NJJx_s@I
zz^p#0UvsSz54C)`8Xh0IHby6grDQ>*#rHeKpB)lFOY<g6|H&#Vd2vCJf6k9TpU*Fk
z|MN)v<&5OMlgzhF%wcoSe9ytv&AUZgEB^oeex8{fG~D@<{acW??$o;9x9=}|rqSf~
zWzCPf@9U<6mb7m<E?2!|vcH{WY~|CbD|dEJjxuz3-6owkW7g^)=X&HsLG4G-P}=9`
zPv=#?^8_s;%F5H*_u~<``+KnZ@salr+vVr+*?c%~=M&$Vnb(Sc*v!cOxOhkC>adrO
z`|a07$bGN=@*?nkanjE>Ywq89wOn)d>|YlD|9mcX0PS+T4BB8ntGM<^|1ybCGZ%^K
z*K4<5nxN=h^xD68RX?aPUH|uWd}YbKTMKoz<lVI@|Jxt7@!7Atf@_;V<5W_nSs_t3
z&U)4!Iq^1-{o|fZpv{Nd`&`W*a42!F-f3wEn#`_QWE|B$yUTKA|BFCD^&hA9ay)8r
zy>fP8yWA}QCpv2$miWC=@_Tah#52RDzo3b#>XmaV9(96pqR-ht=l#LfWp8He{&#py
zgvEZx453Htep`Hwly2BsuW<Zt#@UtrI_vk=b-WAVT?_Hu<zE)>_k1o|?dJ1aD7eQ|
z^z*A99nX)LwwzsSw`lA0t=HpD@8vwT{eA8G>de!++t2*(d%a=y=Z%7QV;0vbt<Zb(
zY>6FcMMX`~qMA!;e;&*KKk;>=LHp;OwsuLgF8|nfqx^ntaIm5JSHZ_Kukb#6I@$8S
z`Lu}7)@F;+Z-EX0Smrl(*1u2F_dhArnYH-Y7wf4%SKL~B<>H>BC31$LCoe2?{#+u`
zE?1Q?@7!XWz31zGzYVwgctluxS!DLzU8OJod_I5vavG>9Xza6D?DD}QC*B%9b(eYc
zQLfN_SzG3-ufoC1N4Fi*bqnj&y#5HZkg05?=8U_)z^Syv5VU?qdl|<pi^8Opme-D3
zKA#i3>;J#spF=D**46Yq`YaMGWOn@5iq)FEk3a=qaPYB^z`~p!3ByHOp3kd(wsKO^
zEKr4$e5~i>;wkcVKOQcfsO&!N-M-)Ng0|<~^-7;#Tei}&J`A*e#YU+#*m(C>!Tq+6
zespO1CP%IP5%>1;a{qam%XVHp3Ytv%bvpjvr2W>Q8rWvnUoP!60l&`I{|nCIdi34t
zXL;zKWqUvq68rDhe!u&t;)?4P&%2q|`mEpW_+xFltjhGP)Mjso<*$<ZPCT6!t;fD{
z#y#bIZ%%_wX!x^u=Qhxa)1{$dk*e$EgCku8)?3F0)O23kd-Q+6?5e+0mQPz<-Tie|
z*UgpvGqToc%5oP+%NtIA?WMhTO7nFgZ=Jwb*Vo7YGrTruzyGW(hxvDRS-e`YIP2Qm
zdwZ+r{olRvOtQ`L<HtY)@XJ5;Y!C`w_xF+b{u7r!nO^_(<M;jl^Y+^-_n5hE4wesI
z=A${c@R+3Kl;hts*T?Pkvj6w7f3}at+_}3do=kN2TD^8#)W10;Z*Q5lU*)&^vEWLG
z&7Tj4zy9mfxbFC8?Qd!Ad7Izudj0HI_xrvdv0R%MyZ%Y9+jfDOfq}vJIq7S|7R<bz
z)U68|9y7fkSO4O|LQtpt^V_eC3swqTV9Y23t!BHj$hBKCZ?RjiR?Q7ohFR;bUDab?
z2ssRzApq@2?@IO7-5L@#!)K<E>ekH5YNp|5YkxC>7FRJ}(Ak=OUGM9Qi;Ev!TNS#x
z<RGi~lC9UGw85jH;p^jGf(})fWs(_mw0M5ar;~Sr_Ptoty-amlgc4}c;@{`?|4-_E
z290olrf;&Np8o&3zW(WR(AJsEcG)ry(6Y~0_x4ub0<FzcpI;O7c^2s4kzFqqb!**A
z2QQ$UQ|NZ~Z^d5F@)^*K)#<0dkLuS=yk9=Q_S;Ey@mt&T=YwVgCH-u!d^;*0zvS=t
z`}Wh5UoM^QxBuVQ_306ye$UGr$^E{kbvFCd&EHr18#G_C<l-+G`?{K67yIj`Y|jO?
zkh9nAOxyMQ-EQq`JKyj7eF-$Ac;DJ@LJertrr-AepU<F)TVGHi|LV%h;9E7H&tC4<
z-xu-m&#!Ivb85fcTp7JR546VhC1?&!eO^V<y4|<x{{O!J{CnRf(59l7pHA!NmsB$>
zkYXueSg|zq^t6|tX-!aT6Vzn61eyc{wX0?w2hA{V`FbsSIp{<WQ0MJsr}{h(>-T$#
zL90~wp8fsx)f;>;#r(qV3Gxq1SFhdX1uB!P9=3{K+K_no(sB9vIdwk{%bzRzskGt!
zw%d6xw_cC)W|u7q0PRq^3>yCb_ig+BrQ7dSX|vzp*vV`8ZpY(Ko-Nkz_ZWj_#4IbW
z^Bw}t)!*ATJAa?$-e0d)gAerJy8@~__pZ0B{q?2hlcHbDpO5|ZXP#Pus!GoOP5S%)
z7|pH!_w(hi*X#X3Yec1t(|qhW1I!8^9Wg0*a3E$rXt}Q4#SM@9te-vY&HWFWe`)@u
zU;p#8Nz##yEq97eKebw+d(HCgmdl^20^Og_DfU~p{l<QV01Z`!j5Ibr8OY%T8;^>u
z-dX$q_x<(dccb(7ZUyxgXZ;4vZe%|0HP8F7)%<?V=Svga<svt}S+n_^7U=i_(bM;;
z-|r3jlV9=V#KfO<@9*vP7LTh)JZc5%b-x6yt=cL7TE6s3py=y2dp@6A%FJ(5Fl}4)
zqa&S5x8>fR_V3Gb`>Q&?zg+hB22BlXe%}3l-|W}VK<f}I-d&5%j|FX8cvXA%_q*Ne
zuWU*^Ju7$R>s#6D&!)<oW`&&HbXsrs8qlr?w$oO*x3&be^T~RZ-z^PaeEa_P{QH+4
z9BkH}cJyE8F74Nsm;1j2?O;os|K;`d^#{MRH)Mgf1f9J!Ejlmq;w7orWrv&j?Ph>F
z+yDN3-@lwwSZxVtY3BO<|E#t%xKIC<;n*+s^ybG?+Uu8qcFC2$U6&17PBS$$Z06JJ
zpv5;@@8rvFBxW9HVB9HMv-|Bf@7?cqWrH>*y{gUIbKU%Y&E(x{rkB3Fq+0tr`u?h&
z^17EVN-xNpx#)KF^>wkYYwxa@oH{*r+r_sXyFiXT`}akhecqiNvwmM(`~bA5R`=IN
zn^OX%a=LGObN`>1sQfvVV{7h?hiyBbJMZ+a&-uQ<vAO7c+ol`qFHV(X=yGvjUl7^l
zu<w$WcBoGG>!bgl*Z)&*zxRSq_Mz#n8226B3DSzj>pstmE#$2(Y3|RvQR*6?TfX-H
zez!-b951}mF3-KV_0Qe%`@Y}rRp*1Iwu-+0KG@9u{N0mcrBhO|mlyA@c&qnn;XYxW
z#IRRO-X-J}+E%`O+xzbA{JLM6`+OFZzrR=6)375(;nm)aZ|6^a%L(e-9_{Q5DF4l{
z;1+0^-T(NOOFQOSvHAT5EryG3vH$boa98QIxazkiH9tPE#V^jiy=~{$?b|?yZ~UC~
zO@c$ukL$|5sm$p-pTepyY{}SL|9ozF+R8g0?{MrW{9Ddr@_qOHzw7ROUBqhL^l9^X
zyXeh2Y%_l!xBnMdY`<=D|0j3tvb&p(IaGb^w5t67_q%pndfCyhukC-H^#4@)9Mrks
zd$E=MVz$SYf5#b$w_e>R-+T?UAnfnw`Tyr6R)Z#6EcNsm&hRr?G5o0)ytU}+uS?$g
zXB+j{Om=@drLBF<^5v4rMGQT8R}CAYN?QBZeR^sjsc6Ggu;tkCO&otNF8X^jeg0C=
z$~b%TT`|Wyp0UeSB>2wgcYN~buU!3~k9W@6FnwRM<-@TD>4p!Y&peb<XH0tXMPlt9
zyNgV6dl{1!?0CT>r+oVOiO(0S;>FZelR|z-y!;F5!>V)6tA4lh&fEX<s^6{rUYdO5
zD`;1A`PTlhKNWsFQR2-H&#saX(c5OvR@nWk+vtqf=|7;wNT7qXY#v1OB#A5UI$qZ)
z_G^>zc^l*D_H6&VCvybuH@sBabAzA3RcQh9f&bgjS-pO8K`i!S@~jOKf32Hha|IKU
zzkJ@Y&SqU{U)~MD3DMjC?O%N?DdiK#HN#WYTXK$@Ub)yLt$Rf9*kh}YGmgDovAEA`
zu66l3&f|iAlwY`s|DIcROEca(?)R*>$D-am-g&W0R?+gFwOf4tiS>0~S8o9weWmyP
zcFtzsTPc%$Fa3JGK7ONL%XN+ypk_)jcj**WKb<2SFL{50T123|T~8(pY<z3@srK$X
zmfp?@vTJ`{ysfZoLHD&UGpusclujJ~=DzoM@#7~Bb4og1UOAQYYU_+N-EG>h>|RyA
zxUewl0;9$pF~gvkt=x<Z2J4U1yt*iBAN7PWAu(x!1w+C@QRThIQ#t<r{(gQhd)}^>
z%WQ<|OSZB%wDyXXFeEJedNn-$>APS0d%pzD<I~^u<akN$?)UquK?9AOeIfh&3_L&!
i!3Nhf&B|Z@<fXlYneEJD+!z=b7(8A5T-G@yGywo~8S8TZ

diff --git a/tp_2_miso_dict.py b/tp_2_miso_dict.py
index 0802d4b..df85f45 100644
--- a/tp_2_miso_dict.py
+++ b/tp_2_miso_dict.py
@@ -17,27 +17,32 @@ def experiment_load_factor(load_factors):
 	Étude du facteur de charge
 	"""
 	insertion_times=[]
-	nombre_reallocations = []
-	taille_memoire = []
-	set_kmer = {str(i) for i in range(10)}
-	for factors in load_factors :
+	num_resizes = []
+	sizes = []
+
+	for factor in load_factors :
+
 		d = {}
-		taille = sys.getsizeof(d)
-		nbre_realloc = 0
-		times = []
-		for kmer in set_kmer:
-			start_time = time.perf_counter()
-			d[kmer] = 0
-			stop_time = time.perf_counter()
-			times.append(stop_time-start_time)
-			if taille < sys.getsizeof(d) :
-				taille = sys.getsizeof(d)
-				nbre_realloc += 1
-		taille_memoire.append(taille)
-		nombre_reallocations.append(nbre_realloc)
-		insertion_times.append(mean(times))
-	
-	return insertion_times, nombre_reallocations, taille_memoire
+		num_elements = int(factor*1000)
+		count_resize = 0
+		last_size = sys.getsizeof(d)
+		start_time = time.perf_counter()
+		
+		for i in range(num_elements):
+			d[i]=i
+			current_size=sys.getsizeof(d)
+
+			if current_size > last_size:
+				count_resize += 1
+				last_size = current_size
+
+		stop_time = time.perf_counter()  # Temps d'insertion
+		insertion_times.append(stop_time-start_time)
+		
+		num_resizes.append(count_resize)
+		sizes.append(last_size)
+		
+	return insertion_times, num_resizes, sizes
 
 def experiment_longest():
 	"""
@@ -103,7 +108,7 @@ def visualisation(load_factors, insertion_times, num_resizes, sizes, frequencies
 	plt.savefig("sizes.png")
 
 	# Deuxième étude
-	f = list()
+	f = list(frequencies)
 	plt.figure(figsize=(10, 6))
 	plt.bar(range(len(f)), f)
 	plt.xlabel('Temps d\'insertion (s)')
-- 
GitLab