From e6a57a5dc96ae5be8520f3b580fabd5dd4483d1e Mon Sep 17 00:00:00 2001
From: Kristen Lavavej <kristen.lavavej@greatexpectations.io>
Date: Thu, 19 Dec 2024 08:43:43 -0800
Subject: [PATCH 1/4] initial changes

---
 .../expectation_images/dynamic_parameters.png | Bin 136294 -> 0 bytes
 .../cloud/expectations/manage_expectations.md | 106 +++++++++---------
 .../data_quality_use_cases/distribution.md    |   2 +-
 .../learn/data_quality_use_cases/integrity.md |   2 +-
 .../data_quality_use_cases/uniqueness.md      |   2 +-
 5 files changed, 56 insertions(+), 56 deletions(-)
 delete mode 100644 docs/docusaurus/docs/cloud/expectations/expectation_images/dynamic_parameters.png

diff --git a/docs/docusaurus/docs/cloud/expectations/expectation_images/dynamic_parameters.png b/docs/docusaurus/docs/cloud/expectations/expectation_images/dynamic_parameters.png
deleted file mode 100644
index 9fa923abba06d5315ba65365ed18ad963f7996a9..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 136294
zcmeFZWmH`2(lv^^H0}<;J-9<-!2%>eupq(RAz1LnAtXR>3z85dxVr@l?jGFT;jYf!
zN8b0I{eAo1--j`pUUaYZXgyVP&Z<H9b5(gvG*UDe7#K`N1+WGT42mBN4BR*h67Y$~
zm4z(~42GDMjLdUI85!#5&JN~Qwq`Ie3gI8Mk##it2s89FXewdgG^8B@-+h45khX-)
z^B|)^1wD%j$TE>9BG7NpX$>ujU~*5PD6c@dXx4fDe6lOhz$*c+{(yBU^)OZB@qTl_
ze<)4la)<(ET+O*_RsRM2J5lujdVczM@oDdWP`knNaJ`!#i>qt&;bs*UhHK@SerRfJ
zfCatso{-8vAAWe$eR>_}LkXksv~&B;$B?o!45pRU%R~_t22A20{#lZ(qYTat6$7*y
z!jo3i`jIECr1ka}|8co3L=T4gt8?9ZWtj0<nqj72X405d;*fN(Pc{mS8&YSpmsi3S
zs6fgV-mVkWfA(oxV(ZO=3a_t1LjNFndqiC?y3q4v&Y^YHTZysb7A3<H*Pmeo#a~{%
z|EV*RX1r*>u8fvs{1W0VyB)6%vXQ!z>P?!HiPEUZ%SJ`>9*;{J4i$p02Z<cl1+0L`
zq{-QSL`OY8*(PZ>!s>Jk$<ho#O!I`CQyVh%Vn=As+9oPTyu6X#<)ODtd@nKlvG@Lm
zk67FWec6Yb(h3Cf&*J%79|$rLxCu-mrHxJKJFP(?8=IXWtafrlX61CqcJ!k<ukHvz
zJ!oJWSTx^aE*V_%ua%sG{Zwh3)j~?W;V)L<5nml=N8A~)i<XG`2@(|>P@6Dd?4X<^
z&>?NM6CofmZ^XEvgHfHHrDLxKzSHT_Nn;s`)|y>251a>)I3ShV_!*};vt{VO5amfz
z4TFflJ*=ypk>Bf#M<P6r%&6hYq^ONxn2WcKaC?#3s~2w!Jqxx_k@TryKS{!ne;8PX
z(0j$A7_Ld;T;b8e_EM1&Q6Cb#lkWAWFd@)Jj-xqb{}9^?t41>fzd}v4sI;C7mRZDY
z!|O$PTuDb~#qLf;|62UGbQ-kh5sLT;g@KOZtoJ!pB|Q=je0X-JQ4YKPyW7=8PlU#s
zj-5bWr{Oj)pBhF{23HUzP6?hcY7HY=B!h&k5R$9(y^$HmsQ&<>JtE)25zIXD7a22s
zA^{kzTGq3U_WLXgf!^;Qo%+AGUn$-?@LsK0G3_&{;(y?YT2(8*_R331PnnC0V4ITI
zkjJsPdEPuDBPMZc@fhbTZrkBs-AQPIT<$W>ya(rw{}mZy4`K3Ml}XPVPfItk_|g(7
zhw>9o=d73`st2UZVzz{9RX$ZQ)z|pGh=E1l9iAGg;i@H|@K&G^v(?g}5R>B!J0Wy*
z^>q=z%sk{=`80*cACf`rcRlPEsbH?sh>3{>PtwsvU|apLuWkhVHf@s~cb~&9`_QSe
zFu!oD-IIRz8rAJ8e;eM^2+MZaNB^D3e9xT}2nAl9nlkSlD%TBL?GS?zS~BcLAntRd
z#DEDSv1x?rz;q*QL71I3bw{)`#3V_PTC9Wii7`aOcj8A_K60So;GZDjoY-XQM2OgG
zAQ#SSdX#WUlX!f3%swy}g8wOCK;}mrLGRl)=o-;`@}%*ay@+}6b<v{Ww{cUwjQBDy
z)$PVns-)#}ls|-o<{oc(KE+FqBFsJ=Vc62GL|cfS%r5w;wB=Tb=NoWg3ZvQP%B?v7
zYieT4hNjfT!-dL^&f4{(oTZr1CUE$gWitHSgvyClwTGk@UcW8d6K<%3ajoL0>*}o!
zqhVOhvi5P9C)Go=BposC9;zV%7R{$P#bjwFnh$u@cvyHttsX^@M==WYJGkG%DUS@4
zY0U8o@QCmPK$o~`xFV3)@Oye(#mqNqCp5D0wRvzFs8$qK0^11NXho4{0mah%G!1b<
zeMN6@>XP+U7iGm&o2C8a9+XG2bTk^7)bYj5NX?kd$UcWVe;Sp&R-VYy)$}bq9=F}m
z-_f;ZKgT$yJdciui1-vy@GL6gxmnB)-H*O3n=dK9_`I0VsM0k18l(B~3y1nb_FIkf
z>K!uDXmi=qg3qI9mP(crm1C92mDtv<eDZuTq_6F&bwhO1X9=p3cJSSl+!AjP&S}q`
z&x3Z7CcOEWNVQ09F-yAHqS2z|qEkulQ(RRn2AKv$2fI=lo^o2c+r(EER|ZyI>7G_q
zTc=OHRqol^aOF>z&y-)1laM(aePXR=<5F2s)n9pOSz~p%ZMj{$L%*XuQS?(Nf2=5S
zTX);p)x|Aohw^7r_N`U&2-hT6TbXQ!b(jIkg`q=jMoWfd=?jO_MYkrk8;pDEd-D7B
zoAaAXOh<T;AmSiqBr?n);xnu%$^)@9fkxM>fE5o6bs3QkosR8LJxo2!+vuoh>8MV*
z-6&PEbJAVXTQUo>QXX;pc~fbDV?LaeVjdymleFv(BW`CB8xr;?aZQ=A=bA;^gk$_;
z!{(FbsODYf-h&6JnuDJ<NH)F>qz>M)DYJF!43rg?*P1GpztJ^+RZ=c$alQCsmZi@+
z;APXxnyL)Gp8DSU?wbtE!R}%6?<yY$`Sfzw$M}2PgX|h8tT)Y*%(RU?W+<yXYKUeX
z$_|O8h*yN9pXOM1svy5aPL#=(iSCe*H|Rm>G3j~RlSIcZmmi}qelp+dplYvLr#hE*
zAZ#NPCPXA6Ak^Ys?y^$%qE??wmW)8u`l2vYy;OhS0I`J3z@ctrp}Usd(Z>CD=U|1y
zsnqT8xa>&bwD7F9Z`@ptmxy=R8&?!w)WVzc{BCRg;N`Mg>n^7Q@*(-5!Qw*hH+gh9
z2eSL=o`JC4imrmOq?Oc-hMAhN;qlmA?e)vvrTNUmmW4->{=|=ivx9F*mhq`k1<8*x
z_Pa9r#7Q8Cp$Lgc)reMz3<%$_--2uj(@6C3=80AbdBlFbVWN2|>gu(n5`z=gQ?zjw
z;uSoIVS}oT8H@g!>Vc`9LmGGFDG~)9zxjHycYI=ePVWs9s4HBT#7$yW_^tC<Jh6$g
ztFr9Cn9k-jN%`jLmJ{BZdskB=Hsm#_zd+j)sg$2-g&Bez<-*6l8b+fLc|*VA`*;&L
zKNIJnXp(9u7KInhY2NlAMH`4!+oa9azIPJn){D&)erQJsLaoD#QF)Qso9@XK9hdl_
znspytAVRNeUu`o_JOA={x{<Gu$jASI#V@v1zD)Xvt%K22R?Z_|ZR5v423t$<NwFb~
zUajF3i^x-N&5PT#!ZZpY_&UWp@6%o{E3ar;cJ-J-v-ih&MG3;47pu5Vn{P_{zA|1a
zwlmC~#@`)ZV<OHT$v3~Wrn{HDDf?MdmUGncp_3W8z*?0+#V*}kz;2|{Lbgq|MWv_U
zG+$ttE1lb;yW>;wCp~kTict%`Vg5`pfA^`hI3bZujm?dL`=;q4Pub%+FU8Z84YI*Z
z-p6B3nwIeog&!53*>fBjmRZp>Kd&vb8!43CCG=%oPcme4VPWOG{hnNNwOTsVQgZKR
zq}ctw`tyO300$ih9(zOiyu<YnK?-YxmZ+hSx!D3s_m|O^4%%w^zS;9tK4YXiq}wS&
zRX8?eldp>Pst@{aiqEH5;aD!TNVPb=__PGHto)FBjIK(J;{RxOQ~9d)dNMJN-R-5;
z%XPhQJ@gv!g~ZzZd53|eFEwPgoO2IuVV3fnL(}Q(6O<DZ4HzEm-=u8v_{17|_U)JO
zY74R_v)%g*7n;m&TgA7VH*d!-mIOh5S=ZF3M*B4VG9SaX!<2U8>aE;-&tILVV=`k>
zL>osBsw}F6#R^i+IE|lKc5$bhD#dEX4oiqT=4^o<6_5KCH9r+l3aHsOdkbHmRV5}T
zR`ae{3}s@9d*6`n&WE3hZ^jxP)&KO2_bPvQfBU&!t7fvJrQzPMcChK&!S|l^Q1{`B
z{Fo7np3*A=AveCGof(@no1_wX!^7Hm$F<2pCjk+MV+XgTp{DyC)s^&NkIi|ydDf;<
zr<S{bm7p&YwvW?u+lyX%#>*X(@=mb_;u~Uq$MlbVNhQ~6R%-p3pG3bNxNnQk;?0je
z`0SmQ5UmnrdMiDQ-&LG^9_*L#zkZyUO`4xNe|BQMe7-7h<KW)t<~uh}weYxXu-Gts
zs3fuFKYbm4eLP=~r#39Eb}fDL{o?EXRKCN?(gEf#ObkdJZpocCOc23fFU;~e7K|k`
z%+HnUC}Az9hXf+9lle!wqs+3^C??JWnDO?<%VfhV4;Q?5zH`gR=sRCy;i*%QBpVqe
z<)cZz1X=K1*J)@$j>yY|Hf-J+3SSAxI&Iw19AxTIYq}vy)I7pHE%JH$`lc@g;1dyM
zI*R5hDlja-H3|#@EGY~ka0Lsz#9_()c`XOa1Oxy3b2u27Fe?~@Kkrcm-l0Enzzh1!
zAMfz*Lt&7Czi@$<XBON)?nd#;g8#=g+&J(ZjFhH~q9X9FY3gidX76I@;Hnr<Gz)xy
z>ZtI_1qOzY0s4Yf)Sy2C+Mlv|q2sEfqAYCcV8>zn#=*pl!_&?Y+767Ur!a77XXa{5
z?P+Ig?;`9eM*I5?Vc;72F()nc?^|4L#AtO?o>R*>IGa)Pb8vBR(Tbx{Q&WpNzcClq
z0L%UPIPjMkt);80qcA6@hldA;2QP<%vjr!&kdP237Y`>74?A!NyNj2-tFb4$y$jtR
zjr^k>u$hagvz4Q(m4iJsv|VEp2RBzST3TpF|NQx5oMxU@|LV!!<<DsW6Xb+`!^zFT
z#re;+fk#E5p9(*>@-(x31-7yS)(q%FT!81P=<oagU*G(z$A5cL=U-3qa0~p8NB`}s
z|NZDo7c*xW2RoooSMh)C*Ps3V`<H({D9Q<)`oAs3AM5=4Q(&RR(L_1_xoP5P9b#V-
zfPEyl0;|0M-T^Cv{=ixTznK1b2d-iHMc(7eLttPeVHCkqFFaxQ(vg#2PE3Tx;;Tmx
z-1DVC7`hju%Tvww7N(!efId8dy9hLKD9oBJqjr~#?lvs%o<_HRdVwqQEdI%I%MxG4
z?x%hjcr30YuglYcfpl-RnazdUJ?{(MB}1DG^<268xL5Slu&4@>aJX^r5dN>1EHSO3
z5_uX<Rn_f(>;69*{M3#u67YX-{U6;IK8Hh-V5wXwuKxSaJijug`a3iDvk!u2k}L8d
z{Am-3e`D5vK7%H)2mkkHoh6ORbXWK@v|{$}KO?yk=KD8y0y?G_Ot2wT1hbA>dVg>C
zpwBSfm0|zg-KM7wKx4={%9SP?vR3;0;|ig=`1=+`|2!K3-|vNG$1A(PZH4q%M;+q-
zU##}SyY^T#JHfB)e}7!~e$&W*?)%@^Kgkf>=U3|4m=;wGe}7!<*tdV*_;CMwDE^)^
z`0t_kd(MF6zlY*)Ih_ASiofNg{u?R&UR3>Wr1*PL^}q1xZ@>=VWd0XEp^hsohf(?U
zK2b^eppquYohs_(yj{>8?W_5J2!#31j5547`bhb#@g<_k1cp+cTH%%!)CW=hd5X>7
z0g#d8-FiNB7f9h?!IVq>kG}lI?ZLM5wNA%Lk2nEGrtyF683Rb@-fhtl`8>6oeQGmV
z{OWE%<goEryd4zz2Z}K=2atI3E9V170FoMU(7&5D9Z2T>OvO>Ip4-j9P@fQ6S2of_
z|5p*pC=rjkok!y3$VbMm*I+7k-OAn+0f&r1fh8X~m{059mQkUnY@i8%)&os;yB`$+
z^j^pZ`-E(*Cw5paia0)+QcPH8S*oxtUnSK{S=@7>wmciz26G(qukkBB%CDj-MwOIg
zS`IZPux<u%yab`XV;kt5QKTEJA#57w??<z=fIi3363C!kCVQjCHLo`uHupE*U(6-j
za+N1LG;hq@oeoo(U^9}qILvvQ{gs)wrqOVDo#g363Apbize%E?GKtmtrfY`IRwl{T
zJ;otoG22z~3_7hBP_kIHUR(pLY=AJeWL_-5Yt3H!-@65q*iPC$ps-I@Za04UvHPwx
z?5`Oj7dspn2FRA8*&EV5=vZcl;QK41r({BB5!Z?j%t<+*QvkZCPs!o(+^$z6IW@%l
zsHBfZzOTb=#M=rE9)5(5=0A3D9t^V@JCZAJhR5ia8GnIzEI*d7va7gX9QxZB#yx-;
z?0BQUl7Mb^1*G+I$v@NgX1gGM@w3-yqM~BSmMLNOMcIFD9QtX#63lT=p*o$W>qg&9
zP9z8Ehy-BSPZ#dz{~Xdk2vZg;E_D}rytu;YXz`5COglQKbzUseG<M^gzp}I}KOE{E
zWC@j2e$-?6(~UuueuI{j-dX4|DNKTHb-#JJ26PPO?64=YekXm5+{QYtBVD8PCWegI
z6@+#2Nq>1txD4PDo~R7S#oY0eiMZS5dB5^p38?_iv9gDR!0(j|2vq@idWXG#sUaM$
zWfp?MG0)qxtzxr&EoS}YzzA_tONpcJe`T@(H}Y95>-`YO=zP7~Zn116;d$x%Nrm5=
zv_k+;=kqT@#ZgeJd8KBw+8I9Meb_|AsB2sP7->mW@lc#0^%wgIovyWv(aA5x83@jj
zIoRHQ;q3_IZlq8>cXn@w|Mx!qlmrgAWftb48Ni$|lUgA-bl*9fuV`&1ZJTZ5Wp&B+
zb64CEOZES%i^2i~xme1NIsCCdQUo$3W}Ju=FXqk9EAzFK{+IwfbOPA~#X-;s%qT2Z
z42$>6MU#GHFKd-%1{*1bP*ub?6}<n;#eYr)2RMU%xfuF|eo^Kf`CWP#E5p=<dAZ-s
zlR~8h%*vG}TU3Rt72K<%4(tl2weHV-?W;KFxhwCFe*D#{!=jF>{oYpK$fw$_b{<xA
z5$dtoOniBHUtC!AdprSerGQ;+vP5E~fqK6S9M8>kkMD{JPt26q%3n;@I<3ukm<-eZ
zAIN$YEifPn`jwueN{E9k%5O)cyT2*-$I^2_mp*y_;3ahFlUw~CZ<nGJJKigCq_-pR
zTes3Ty8e~5OTwKewF)d@40lJ7q_a0)t<FfJv%m0XwI2M9T8v`wo?mhIq_(0#?LYaq
zdo^6lQ2DD(jB6bL0T1ww&&vb1NOl0iMXqsmgEpW;JT(FiJ*nfG_xA5G|4-H6DKQ+_
zXT9LdFMqOub?<CkCQveCszt_^%=T1*V~rJg*{2B~KR|;&Ckmi35e*tK{C4-^K$GTF
zHvf6$%q0S-ey{ObceIj(X~khnCg^ea;jO0}>VOv<ig*gYT?(HK|7-pwpTRZ0!<Wz0
zuhf~@&BUPl4BUVwvEf6e1OMAYeFS3TOvGHmZ|C^G3=C?DVYYWys56D?OZhEpto%RP
zY!Nn!NMQm*PgHW{qQ57y>zM%oE5bV$m&0I1o}u!++wZwZK<7fWZ^Zt4F8t8BkXft!
zM=LOAg{Ae0BEPnaI63y^KWscT|E62@V<Xf5p%}0tg0-!TZ>^#;`fBgC1Rz<!F-ngn
z;eB!tM98k2?`_%^QOgK~#dCvk^xyqjK)o2rGi+#2Sv=4|M7e)Y{13aLU?hj4oXpis
ze`C4W=vDnw8eLX5l0+zU?wOH20}!iz?fs5)*Bhy|U|Ro5+d9dn7JcB5His8yK@aI$
z8K~7;p|R5bwtA>#cnf+H{wG`HYCuuW5M`EqO8ilyF)9j$Dw3nVFei2faq09025cu4
z_~Ghiw{+~D+oAfX{rpiJ*emXZ{s?FUN?rrzGjRN*?6*;xa{}kMBB{nA;eYMZ@55D*
zB1yRq-@_j-u3K#@^i^&9nBjRmf<h2@JQjM`Z}T4H?*UyaeqrDlRR2q+gEoz`m+=B<
zyETn2>&SGd{BqzwE|nIDSj1hK-=tGurtx$rm1N&k3v`j}f*v5c({r@aK_@)aj$TtT
zm6U&!YbX%=5jwo*rO?IK9yB)lZ2@ng79eIi{6CMzKkyl2z+p34y6^4&5#($HaPPJN
zocoksaH)@5$OLEF9n~lPcz0U-s>1x$?&PC(>2AsY?|yQQOv}3nQ_~ABfVKtUOnYJm
z#c%g`0p)edSxe{lD(A~euJlxHU44RXb6p&8JnG8S|08-MeG2uf_18^TB!Dw8MGB~^
z1D*k-Tm;~Af)Qmc4XC47zyVg>gH23hAJyk<MBa*_t6&CO;x10wk|UA5YFwlIOU{M7
zqY~gd?P<B3e?j&V)WrJ$=T9KiOM*wJXM6nCBmA)WR`ue1>UGa_RVS{}o0h9CjaNXl
z-7ygR7Wcc$KUea%(D~dOSZwRzAMAf%IA`caq*Z_ajed86f%yoxZAqEOwT2KG#u<1l
zxXt7#;#JsH&v4w{F3p8qnId7YZMbm5f~AH<PY?I<Q|$*x1?<!IYu8j~y2%`Ph+aE&
zG*@nB`g1hgo%DYvdhJ7_XA;g}syyv?OR+=oVJ%jI!~0i!7~qs1#pir4Tg><8sN&db
zm!;23GPM4P*w9r1hWuNEFBAh-tIA^ik5l?w2r$bRs(P<9p*Ofm8@Z!PEc%=d?tS@+
zWTqx@f9AS7%(C;XdX{B(reeyq#x3Xvt>ci8Z-rD)N$(TYwB-HDv7uK5ss`U*Kb$0e
zbi<i+PsF_fK&l26$p-@fN6v_z4kYZCb;QgVhfyR}+0IxeW=sVQlfXSbT#n6z5MlLZ
z_+EU1<c!q0B-thzxTo`e{M7vlTclX~q80wq0`G}(@5M}k-Q;JbDckH2!i;W8zkhdY
z0YZRd=t)~Kd_5G=wEnfU`9~-=RYndo2cd*SjeP>6+7J}6``#V*%+N-%@o2Lzt6v?v
zc!%Bo*5oC9p;1M=I>HSaTe;9t2kcjR%8X0R;gR&?#BR2JZX3P?_PrwAW07HZY_oIQ
zelCvxYBh3LMsN%OEVlROQ^OC3kBNn~{n}URPAdF!tatl0OK-IGon+l-%#zFj=r`!T
z;C8v!OBWmQl)9pc$7LHeT=)2-pVJKG#P2k9>CNu9ng{X*jSwo{7{9BdQq9|@_ZX#1
z=3l>6>sGg;wPYLz)rS4c=34cYvN(dNz$R}NCF^BuLErRhVjxjtfuUSR00)ACQgUVk
zoD+dx&X4z(7E3;-D%JbdbNL|{>=tBbLtemuEiUI>)T(<Zz2Df)Ro~BSQcC#wbf2gB
zUd%AFY{pn+YYk`m4%|4y0M7R_L-8M7k23%^<EA)f3XNKYFmNs!SMg++ga(yv(Rq-o
z<J+Z28j-CmRX)E(&{En{D~*dzyjY7KswI)ziBi9h=UXGZdfxkPELb7!u@N@kXAF(C
zaGTC2Qx)kiEYrNlR0IaK481-=9=PXNd6P06fA!+btb|b|Ha*<zGTZeXysEKZ*qr{z
za+mCM2AE`NvHznVj*!)o?`8jvsdXAj3(Mti!28?AaSK`D+-UBotvgvu8{gYvi+u-T
z3g;XEPb=;LZjkbFZ?47xf~hLF5^NiU$&W(w_|zjgQUc6WK4;%xmg#%(ir;a$6=Z9=
zn?iwDKD3_nI^%wg>almW$|lKe>*tC^raM4lXDB@8;|VR#QMnZl7n}SqxOe+ufk>E?
zSVsBVqd)%*?-^8L8Gu1$!J!N&uJk~eTlNXC`iG>7<xIhL7`cyl8KuoPJPj+MWZwbe
z5vR3P`hmjtjN8Ta<AWMsYPmMx#G|xj7Ty9#kT;4GzZ)(G=G9IpOnb`ZqBke1xclG}
zwTurKwYT&*z42}?N1p^E0OB1K3VU5WXFsSaaX)U`$Ka16H*erRW7mzfI{9zW#)U7S
z9^?nwU#r{9=)YL-Sb|(hMNBGjHa*qzyIwE&aZtM!({Eq5o=C58kO_Dzb4+1tIvmXy
z!PP%J=8)i8ltMI518vreh@&7BZX$h0sf$gCM<G3%Z&e#Q{_0oU6MD1QzdcV@AOI>0
zm%A%=paU=uZB4`Xd+M+#n&U<8DA}{EMZrk)bqrv~X<B#MLIFfNMs3U&9iM~%?rJ+;
zICA_dSMD^}@y(*w=3ug8g189)kot_c)vB*nABpCU9(t(!Klq6&&M6Ni8o1Ye5MO_6
zFXZk*we~cfuPrY>w8->LAumjzOWWq@XG^HEu9EzggI9(fh~=CYL(0b@RFew6da?5y
zzv;P}#`@X5xBJBa@1tsHBEcxyeNYA8q)vtFH^CmE!zjX-`!-~tIsXT*apM3)!d^lH
z*O9%Xmb;0kj0=00Esyt{w`XIIU4E6@8cOWx(;VW1_xTKW%gLtQKHAnD*Bds8Ba>hV
zGv^t4dy)nqnxsLU^ydjMxy9X;Q_-M2*qgKRr*x6(U=Eef{kit`TM3BEPc5*T6<~1J
zE1Dehr4=<xej-}q2^tpLpOa#qS83WNFJ@6i0eXa;2y@k3pjE?l&OK1%K@tVP@5pJ7
zK8B>I`TEmA0e_XSPaEFF)$N{uB2epE?3L?p^z_Fqwbi?=-G25O{U0?ATlhUDkFnx6
zOt%0%z#T*U{`zi}s7jRpoa%^q=X1H>u|1Ct<rv`l#ID?7LN&R}4Z~Efm0QnLe%qPv
z6Zmt-#_?p2HI^fyH(Wi-x-GZ%7!DSLsl!zF)DMa+5o{ajHCFY9gs6*Ws0W{iB_7#y
z*c$e}7jdeQyo78Cm1Ql}SWmEEIF3C_1;6esEqM7gu}GZVy0OK|0Yff<@iDHG<y4kw
zsXN+VcSKefYc^K6Blw~{`A3s{6G`e;>@OpZgB~}!;OkZN?ub}8`28NiZf^5RF4aZH
zj`NvU7U?9H1F9nXX>L2?pIwP}q~=rynG|2IEp9%Tu2Zc|j4C}k=kK&DMz&)gR1Bpz
zyb;;2RGKd>EBIE3Zc9v5pjA4Gm`8N26WAKkIJpPUdDA(-wKg3_G0Ez^9B`}oIynw-
z`%AbLs@w-Z4;Ote(}|J&k0U<^A~Q!=Yd%pX&g}j<j61BhT05Vr&v<z>UUCYYxag+}
zk5@f*+#EDn^X92`Ypy=>{5F$pH%#4z2Mpcvwa0$tM<h$%<}K19of2>B^V`L`Jh=3U
zUcFfvKR8uWm$;b#q&xh3p(@E=_n{t<gjMKPD!#;~;@7{{h}E|B&RB1z#<k>}hj8fR
zy7{UtM`#y326JO_<zs&=`aj-p<@yMWa_H-+nEI+r?Rx*yHDryVj(<K1Vxr1pHZD0W
zkho_C)VI_88~x8mxo?M8t`mipDl@FU9;ypGzKl3pD=NtNp$c@FtT$5Q>7I!v3q<3r
z1EJqo$VdxH`M#oh`#{0Pd6eX56bbR0tqw;G@r&u)zL9Yz4e_{*ym_e*(}=PhhsI-F
zK^1LXtIzm>C!N3cQaDMNy5AI}yIWrXiV?m1X5-9+_Ui=S>ve6bsvit9K(J3E|GB2Q
zdk0cgCRZ`2cOBHywOY3lPCaP8J=g<YN>~lC3B5)>f~jAE$s*14?5~sdIQ_4cQs$@j
zz^1DJ$Q`!uSoD(5(`{u6;w9ZAi^l|E+cq9QS-I=%Q=^<{IH>2n9rk~~8*&C?{F>^j
zQ*QHWT2It7^S{+=xN6~Vas2Ky0Pq%8AuS1v0y?)=ZaE4^QNVLzF%#{(uYd<)!`BXv
zd#IFd7YVinL2xhjr<jCZq<*%fZ&AG6|L_fHpHKJ>@DcCU_G=#Ls)k=W2@{ihE=#RU
z4-aQP`mTg*R^X`$iaTYdRasTo{@|Qr4Hoekasm+3Oy!r2aS(3ndQHo{o%_T~Z8MoL
zadM%sBHoziojm$<>e#jJ2a)I;TU0qP&Uh|OXCz=+ySanZoZ@04UzSp2{}rb}KJBp6
zYSW&e@8?sGc8wlDJbl>uc`u%JBbcWB%B;#35Eh0eUs)_Llb3gyCbm34b&OQ|dYaD?
zB&2~<wIH4g0G}%OK19D!P61sauZ9ClBObDRuV*X2L|c0Jt!D8(dEOEdSqWayk5DrE
zwEO!*e{4qo>+7xDyo6;R&Xzl86lYKDP0oAro(oc&;&|z)gN$$WJJu5=>pNeO3%u7B
z1*xzscItun_>vcER1Sjua6K#{omVlyWA|O`a-MbWO@c~7g}Y}lZUdl^=IEa7ml!mB
zBp-y(+c#f#?*Sm<nW(mkbU+DB7H!z^ZfT2_NdPfw5AS}<Mv6_BpyOfFWxlV2s+$Z7
zzxYlkaXHYDIWqarY&k-CN-uEz<)XrrIQMzL{dWLEm2@}z&X~bhgi*fb68a`@1~7%N
z+KkVMx?h4X?oMwlu*I(=&lqOI9^Rck08k%A-lP6L*P;A97I!z*!%<IdO~%`uzVQoz
z(5)b0&079ifMdKK`%ze>w3$4KK6_X-6)KzQ1xSFn6{Ug9t6wI+`QxG=KW0e<<wi&L
zc&~p<(v+y@3-R_7LXbpp1fl;Vnys|LyTti=WB%fu7QWw4Y+-j%E{t4o6(9)JD8W%j
z4FdD^yO?S@!0~O=sadrNW(J~%_nARS{96rTrSLeZTYzH>eSUZ`@1a`?IKCUSp4#<9
zn&YMuz?aEAW~n6U?j+&Bd8fNgq6UCfdh#f)RU1x+L^RJndPsvhbwZcJe75G1=Nwvm
zcUbM7HP98db3Myk$pBj-cpsD_5?T_>al1Q|wH>ZDi(bw*(>Sj+1eWir`QNx~>ohKV
z7G%7&p69(APX5{Qh!{Td{!Wj@)}s}6f6QaJ)-%@5@=!l6j4KK>iY<C1iEHnZc<>dq
zoMH_@TC!VP>u7>r!BnPuI?3=YcQ>4LxQjv5FgaEH#Lm~!jP3yglYuCBB0o%u8->Zz
zB`?Ky6-Idt*^f@K&@{xh$U`J(&569b>!X$~!$N|0x6X6H;6L<t0Nlp4>MLe(giz(7
zUIVC)xEdWiAy47<B9E&Gb$$=u?`S~5*iTQhZKG{?9Nfvb-%-JQ8a9ho7uk~~zNg1g
z%VE#^ZE9euHt|l#TX)Xc;6ss}9#MO&Ga+xv4kD$dP3qk&NBvgL(@XLXw6m1ywz_(g
z&#v04OhwiTN&xIuPrL2(2VxS3ve-=Bj(RB5OvXfDk-d_7@h)2?%pAZo=FT~foLWbR
z<vo-udxMO1f)TxZ5xM9VzPpo=AzP-A?9~bhZE}51g2E!d;toiLRG-`ftNj)rB2)A$
z?fxCv2A$DsSTt=kVP_Z?j@Nk<jMEHB`nakVollA%I0&Cq3)c4fM^>=Ja=dp4(!9!i
zY~&^5`PE%1eA7|LiMM02LJW}yfMBoVPNt_xCRMu5ORRy_>c%Ith*(#KO<3%Yh24)%
z!honiGD8<DN*>StqckABumk8$p-%5IY73#Ur_=Xn`77@3T<$@oir0b@C9S8i1bOi~
z4iOYFc|v$^&P9^OLXy{~O=F`kq67dQ<hdG-&zCPl?5w4KEWo_qMnW@bj2Cmdl^dI{
z-?`8sg{9O<hAry&+W9KBP|M;5wD0y)Dt+{U^)nNSg_%S1wOn7{r_A?$0ZdyTG*vOf
zyhl7;hs8W(ndY!H5Kw1fWf0mawT?|2nF+P>N*hmpFpG5r%xt7O7~WZ?l!l8tZ+|8V
z$-SCtG336u2e4jx&igw7EyHyY(>tTjq9!m1L;#Yv#{G<;dcWCUsO=<@gKk?n(!HH>
zt7^;@xDtTuuE4e!rGT`)Ki~wST22<<NH&#u^PV@mq#)Bz7wp_hSTUic*K_`GGu1Mr
zmbp^abT%4EXYur0_AEd$$eSpP{ThOdO^H88XAdwJJf+ZdfC31B^&r8CKv;Vde5V-^
zeCk@Cxs(!!c*zO(k;9;#VWh*R$R9IeZ8P+HqjcG{Q4nT==Uy5!M$qm46hHYG@iCV8
zRosVs>rB!vOp7!pUBUHjQ{Xh47VDa@^(h@L_Q*wG1ru<!5r-899T)W`HCLbf_!?Xo
zbdh%tVDWToQ_RDTM~{{{E--hVe~KZ^TO>Ha1Mlv>A_Ce%42l~aK2t{8a)5==(sol{
zuuLYcJ>QfiGI*MH=)GTc`9ju#FTH~4PO`A0inqEMpn6VJ8=I>sICV6((;iFr`3i1b
z?%>5*0LNDN-|rTIDA&7}?;436!&$yRKI}_NzHfP*+9JDxyd(wQ@jRc<Hc@82VAP>r
z-2RzudI2y}<A~<=O9HC~AY{zZjiRqP`9+Thl_!a}Uxgb5Z7Jak0_Z(N@$6UwlDInf
z{k1+-AWdid{p}^XF_o`3AVer_`@}HW4PHZhDtjm!y6y*&=ffB?JT-(5u|Ds621tJP
zzO;8zE!j=6DPcv;+tR$hIqwII^qANbqO8dlh3bP$%>_`({Q}T&+y0{WAu0~>D$9*o
zyxHQg|Lq*6^g#ELN!{s?fBy02*0^>mz0=a62?iC<uMJSuuRyBmO+g=lZ_PKP$4&L4
z&sd4D*KGc&b#hJN6e_LA_ry?C0D2Oih7<J-we$jkwmwcgUVod4%2iv1n6z(3m&cr4
zO|r;`!`o8-dsf0JE>6Z9csO%3bP65Mc3Qm7iGeCAzpE96>_9=E5CScQ;Z}c?c){U!
zD7#cXM{UV6$3A^IGzje|=pc+FqO=FjrZbJSpgOkUT=1wqu!9vU0t-)b%m^=yZx@@q
zEm%uxO>h;cK#}qw&N9y7i*yl>n42S8ztwQYZkH1P1ih}$xYH3$NO-o{Mf5t#=I&}O
zc8xA4$cXg{fCaB-k=romzPGO5<IiBN2o293bskh5cat$nT}fYOo0jyYkp{RoxbM@7
zz1i-tYFwUGRFSEtoW-CKI}LxS^@?GGaT>X7<nFxGf3P;+BwICB>_R6cRRXVCgcf{)
zF=T?W!QXPbaQG~Tc%x?e$Wpr`b<JgAAS5}d(qTz_?+JM(Kln=Z@g4W6<unenOKvnj
z+T{A`xk;1tsqTur9aCNOA3`H3AcK6IG?~<f28v<&=gjTc90{&W0t>F1&RYh=c%tO@
zVsFo$ea#UFCm`quZA#HfCnr%SO}+wxJ!K!sET0NbD)Q%?BY0$x6)qsMMkagmv~`YL
z4~aMw^rCq5Jag}au_<k`cZOsduzyEM=m+>XJuPQkMnE{<*H5oPRNo>$=_X$TBtNts
z;+Q=O_v!4)(NFi+fG~(0nvkN%M~e!aYeGTJ1kWeU#aD7s?*tJTy$mI^UU9W`WkWy#
zfi7fgDDhA7wYh>p>8m-BNFT`k1c#^eT?Qe^+|Ivx1&QKe0oMy;DFf=)JbezEJY*08
zg9tm&zt-cd8yV4jM3Kgo2JFM}QfJ#h*^Z|ngo>-{m2z8e#lsC*urcHeM<08HfeFP`
zhu~pEo+?b;vT8yr@}c9ID|sd{+?EK6uCUvVzO&DF2lcDA9q+VEV);o!@ANlmUz~gK
z>_V9sAaITt0Np5A!5B=hC%4c=gqP>I%W6`zk$haa0yMF=cd;^8fHg&4&LFMHf22DP
z!w)e3y2UA&uBd&y^w>;Lu;wRpIqzr8^z2|ngFukKNb;cNaq-Qv9wP=fu`THP@?LkG
z+#AGXVES1>!buqZXWT<luceaV(8U=?QE3?tu*HKU?n&hNXbF<(##3-s<cHvpA0t>F
zo{%?G3aB$vs*F6V#qu1ZGL~8Z85k9li@kLPBYEzA6IiR~e%2P~9qX5nR8Q#VsK3)I
zL>vjl&&wwpsgH_s1Dow}vgtS)&xr*l^<DPIkys0E?VWk9#8Sa9kE*4Na;_-B+$a<I
z+K>URr{P;5d5|omx~(i!!SZylhG{=08}k?`Q=J$+M*OC58hc3aQDD|`4Mgt)B)e(A
zSrW#-=yhc`hZf!&JIvMQk4hCB=P=!6iPgCWW1rb|^I@dShv^I0DJ(4kva$61^C%AK
zAMD-yw0%EI6Lqb(K}##YsDPxyUaSt}?dXF+17(_B(>ecG;j8ml0GP-UzM`Knv)!rq
z+I>G&f4<r$d7}<??V~Gld`;=S=XC7lM?Z^e3<p;aNNk)2O8vzB0&})wpaQ2%mqY5n
zcMPj-0A&$q4!h#;yqK}baiFVwCpO1*;KG6Ci^e_qcK2H<SgwX4U}?L}0RSoeNLY=H
z^w!eT=Rakz8MqZb>csJHE{5(h7o;U>3p`}FO_DI9jV;%D)J_3{MKTE9nH}IN_7QNr
z^rPE9Un`DOT+G@qbmM8f{chYBcRQ@G^c|4#^SPI^h{G)B8h_^d6ufVbTBF&c=0TNP
z8rA^k0-&BcY7Qu7LCpn1$D%mc{Q9BpDCm}y2EXVt=o-+!HjEKAABKCne8>(S6I6v6
zx=Zc^A3pvwG2}uPP>=5iIyMFP>a*b`vC)cEW-Ce$wP_(hb*QvHeL}1X_~rI!fX>lm
z9OA@s)v$3wFgXAPq->0u+<Z}rW@iDB=!I;)Y4baUAR)L@<xWHht<IZw#ISk@IF#4@
zjj#=v!-EioTBHocPY%CAyx@BzHq%_%#YcfE6c8)5A2kJMHE9VdnX;iL6%ML2{+_Du
z%~|;A5r&e`*-sf$KNSib(IfKMR+^TKJ3$nxlDdtQt2B#OLsCseyte@2_d8bZznC)g
zwu_keH1!#BA229yD`O|u@dUeylza*lG?5FT8bCJmTK}js-kyUN6Im8)VNLknaR`%t
znwlM@)){RDdH5tPb~ih^OxDOolBxX;a;-U>Ax7tn;ex%93&sc*%N+Bo#Bq5pemGvF
znX*<)I2G7yakSiK%xF5)Mh@{U+ioRJC5z-O+#MhU^l+u2`#-@jAS0+}>h;t^<>zEX
zgpItTpgt0;rg>&VKQHC!hodlwu3xdk$(F15U9awzgRncnpq?S8p7WS+&LPGpqtRq^
z(>jdbtR-@FYj1Lng4R}wpHTF{BD*Rl%xLwgk3UWG1nfv5<>(SKj4NScE%p$PS<e}^
zkIbPlBi``W`II8#nBeZ@H*djsBE4caXI-=S)quWRAVHLr_KvFOhpWbm<>}AV5m2zA
zVQ`4SIQQjiNy?K=Z+TMOCpRC;O?yImVS2b&HIscb{j~(nwq1Nexq=jr0YHp~Om^!i
zHeSP2wtRom{)W7x)zEuC{=tuss<ga2WhIS%NA`5%G|c6&;jo*YuBR8I@T=$7qYRc1
zy^vaFxbO-&qXFVq8$kgiyeK*#X#v90nvLS$nXgmoW9~z>s5uI9X-5ti1VkD_RrQjD
zaIx+JXugO%##Vj?09kantw2_UT&_5tPF|Ltq*FkjPW6||kdT1Q*hYZ@7J#mLT8rjO
z3~m)1-WM2M0dRQiOJTnWqWGqvL(_TC;Gsrm=<EkzMfbV4s2_xmT2=ennkCQVwT>!A
zw;pZ}qh*{IP;?=^QuPQJd}jrK#31l(Swc{&YmMoNm`aU3vf2ttS6m<$5*?--83xxG
z%?&j(OUbhl-sYQ~ep^83QLu6wQf?1^sgwlNt`tI|TmVQDOoJ5<!g=GkXXvp|wQ`k@
zJ(^U99sWaFB4+>sjHJ$kf6g`%e<D|jxPbU|p$OYS)1^Iscp%O8w5fMkFDjv6pfQk5
z+B9mD1DgaO_Vg+lpi7)E;rl<FCeqNaQkr0pir=Mz*q0RwVxNOT_v&};`;KaSA+pPA
zKN!i6&lG2|N08#5op|$=dR)IgQ0$~i3+ttd@<>Z!;?s9A+!8=>J#pU3ZW^ui_K&J6
zww7_NS&e83KMwR>opX?<Ut9L#mZM>!rX5sdOxGWj%B1?54~4Orc;|?@?CP4jRn{c;
z@8_rU1Zk?&{it}Ve{CyS_A_Ss(E2ixlli_s1ZlvOYm@+0JT&j6_T(#R5rU(Z=7Y5L
zxeN1ICaw&DxQcZ4s?)a;$2X}w^-O`tP>{M)h4{mD%(PjO!Fwm?c)=%^i$a@e6maZ|
z)82>GPTz>-$oQ<uP45A&_8ucYs6*k0SO`p9A^&{Ck?+PQi#1ZvFC)<>H>me?oR!SJ
zuqDV;^L(8=fNbo8YjqZToU#wmmyN*JKv5UyMn<rQpdQxmW?0|**DScB(xBak9clrB
z6d7DuZj3Okw?sIB&}O_mC53PNu?bKFWX#mFH6&D9a4o*IcppbBQv`29p7WkMm?i>a
zs<*26`wy1zO&>*39*)irQM}-yw${0lg(cHQBmZX{chnOEArF0?q14<|r67%ybmhlv
zhcS=RM(5{wz2WJ1(9{c*(Z563kcM+(zmtSWrbv=sBU5@BiMG(d%~*f^_GKhB<tRu2
z)I;u~EV^5+qN4hi@D^n7kqHZ;lB}(nT!Uu@SkGeQW%Yvl94PFlv8NpkVK{GP(2gn3
zg24pk6bvSnNw`WkJ>8rCs$E*v;;6p?0?$$JFs?d+X&^$$rZjAY&py4idHb*+oTK;a
z^ks}90?tP70HTi33837uZw!h$oKR*SlLnv+_p_z-mWH{QwvY-s8lh-k0BQv!U;6&j
zA&yXx#cN`2htJQ|_ShlfAPKJ5W<ys1ewG(j-Kd8=hkTLxL;^V9K_Cbkg4GyCQK!J^
z$;i}qwFmXP@4s!<84dY-6J14id&7<Ig1$#EfTLq8bsIk#VsZX(e;d|IR*vN!GNvXW
zCJyAXydh>r82;d=b<t7oREgkq$8Nc9eS`pv%^X#I)>}H5Pcv{z!JBC<Zo4e7!vmBy
zT8ClL<^#zi<uG4~*Uhvtr`G<+tgb@^3@<zLXs8l=#|BLqN_BlI=Ef;5Dh4FJm7jnx
zpP9C*-08HJ4hRJ_Svt1mT{4YrZ)zQuDomvNzC0{8sX-K|mA{{AaNHT?`0Q6r6@)*Q
zei3Srk0FmIcQY8vy9wcfvu)VFU}n3+S%Li0$rD~iwh+LwmENR7FfvIYA|C?Ijfvm|
zBshRKilF<$?O_XNFjetJJ{BN_CV`2)87$7#ShG&oK0J0kckaXq>!we2`MyKivmS*{
z9#)sj)`g=W7rap<p7drne`2}Irf@qs?XeS24RXdHxUMR+K8_-m5@|Ax+<~f2uCOAt
zrJB|=?viR(jVaGMH-NeV)cmoxXG3ypr#I!IuJ~nbXPyYPx8z$J>(|}v?0)CB`luF<
zJfN@^AO&mM@lxA>VyI)9`JRQy?`H`Rk^PHJe%#U^k;m{lE`P?cG6wR==oa3K0w<;_
z`wn$S@L@;5IePgGdwINP*=>MZzRTE>3_}IThDr0O!(75|<7~z1ZvyH7L3==Bi5CUe
z(UIZxtxwF@C6J4TY;h95;b^`Z-IDLJb8@}}(q25jL=!KP8FNsL6zFnbFNts4A|`}T
zVo!K-+p%N3#?^Z|#XeEN7w~jf(ZvX|Ew(d3Oi84q)v4QR15Z<2@$hw^DdfJmi?Qj-
zB|o>+9mEx6EcY8a)wB6`C_waTW=*>(%YD8{DfU+GS*j=9z4VI?Yrz}(5GR<G!S_lJ
zv=5n!oHt_KTAk!k9YD5LjkG_e*hwHN@^-Jnf*42|0E(<KF3%phNrVsbVu2Wry3>+r
zFxVFSlpahp#=72)-Hi?=155otAAmUX7`0wIal}L#F{r(k&TOmm?_(e;u(2kjg~u4_
zI_*f>;y|XHrZE`SHdb!D-k|w>EG98E{s3T(D7*XHOsWx$2van>v4UaLcr=VPnw+!@
zG4BxK&^20dBMeU{Cjx~no3BL+6!9-oL!?EWfdpGuvTG|Wh0Iah6uKdVBK%Fca>PM^
zdfE$)^^liuD^cf+1@{-5<iVT9B00GL=j4d$@ku%kq7LCU1#~dFQM@^zX7zFOa_{2!
z{)d<=5aoI<pR6I#wzLHyhj3HSEOYme6Ls&c62FU2y^RzGov-~$Pz$%@CMR1#+XRn8
zj8jpd*)*GNKO?e(VSqvk&k{JH&=$&Ii?NYp5iPHcUXrw9M~wmv%MhQEoSp`%CtHM-
z7>I<?Pz3ouKESsZW;(3B{)fY)=c>Um8oJ!C>5zH%PRGa`?E;?sK95(*)(MCQp&h=x
zaWpfi%x{rTxpG8}E_?fn@%`dX5V_&vxlUYo)FcIg%mtC0wc1WN3QRoW@aF+o2*~;2
zdQ<)lW=48=loX8#5{_Kx6JwMf*@0GG&X6@)XQ^W87dSDolAi*P;EfT6Kd}}(EkTh_
zd}aRW{U9Cx&9SyhJ9aPy+ZP&N#RB}9z}{pOfs;+k9p#nBJF$#Nugq&Q+KWbz3IaFc
zi1sU#^4*e#Zh2moyXC9A{`I#wC0vZ=0n&bcwqkkl`}1`!DE!vAevTN)zjBfqV}L@e
z*s|bp-v0cvjB6)sk-f4q<20X>J{)#_qWWLACrK_Yd(LFEr|`2M6__CL3W_f(*YIPx
zo2Jkt^5uJn|ET)Gg=V-rwJL_7@x~7+K#2XWRY*tw<?F@|fUYO@t$K@`RV?B#*S2TH
zs||58X_UOua)d{tG0U|lzzeXPFGB7!ElhVtfr=$s<agI^Dm<~s?X?ZPyo!yoDFJDT
zQ|N{F*%swCosLt?SbQZ_T^o%=cV~FQDE;+-qy6b3P+WsE$F113_dOtfBjhD>Fvk9P
zk&+<Nsc*q~4Nx#rOenGbApx(0#%Ui#p`_s;)H<fRXaY8Dw`$4|@2lE!Abjk{`*jSQ
z=CkcF5oz}mlBr&LiPy*CjKNfb1jFLDX^>X+M)4>iz;RL(;W--O`K|?`BhgE>tEtLV
z%m4b><Xxi!8%P5rQ0&oqEdBO@G6!v9J@KpMdoH;+mH<l_*)Xminsiv-OQ7B$`UQ8f
zU(d*^R1JJTM?)>*beAEomBPWx9#Am6A5gb~nF}&OBkw;OGcjhk2h^gpv?3ze+ixuo
z4w{)Q))Ccg2OTyy*uF_mv8ep-)N$3%!XYH%7R!>-C-yG}e`=TodkcO$AOQ(Qh9kV&
z3bceL)&e!TZvEt@ef-5HG#rH@G0o{9kT&TR&;```<Z~Mj8wKQMY@r9YvJ*yqf*^7<
z9tC=OFSv!nIhj>erxLWsVhYSNk!;i_=D@DIu|!Z4^Fm9Kc+f72wWw}bqzS<6#BBhj
zAAI8}#x1zf^J#L41jmmWOZa9hmsSIX7Ofi{fn*(t55s4n-VK%Up)-6*KGT%V(7I?l
zY>wTKw`c$7N-L=A!;%D0Y|BW~Xi9D(0_Fv0EqniJdGuvnz}^Jo<BhTd*_s&Uj~chk
zTxA-V#z>b>eFL||DrN0}V$*=5ox4-y7m;iqse*0{{I1PtN{piRfPy6u<VeU$GZdpv
zD5?w0YBlG+#O1RAn6#@n_>TGu`n_l7haJQ<x5XA4);mc_4FY>FN8;DvS<drLO`4h4
z;uswi!j-YdUwm(|6f3LjqsX}Asoz)72~Pmp4#|idB;RdBmMAGW0!5y<zcvgqF7<;Z
z*r}`i(ikcp)8mf{9ydufI8lxsPzTbSgVMG*uhF_zxhdanwYjPpQihu3kUL3$m?6%a
z>5t0Y+qs$)Pu|$gvZZ1)BZp8|)=HF;pwHGkdasJ}G!GZa+s!rI={#`$6V<T<v=-y~
zaS;J|5lNVA7#Cl|&C{S)%y-mi@}-7NqwNhh%D{h^_~U;8ytjL{nad8jlVnK-@+bUa
zr&ZX-uIl7c<6}}mNFiHUKq(YWT<@h!Yx^nNDk?&I7mv@?5&r$@Jmjv8kM?I4^&Ry-
zmkC0SVOg?;_2(xm$n(<<KnVzBT<B{_y>->@r`dArw^VcZ>cV9SG(Rk-N(^lIfw)=S
z0tgX7csS?)z1(8n2{uAB%(E;~yi(V^Ke;R<l76r$se7_f>UBFVcNI^So8JO097`E~
z{eI7-q3aya>Ww*|y?n~v5dWQ>f4&5DGKcJMe$(P{?f@a?JEM@>i@8G(R#pl}Bmtaq
zz0)!Qx++&1IM0XXI|5=4CzeK9OHV;BQZWk$C%`h0!qeSng@nGT6^)EU(`^Hp5Hw_g
zZ7H35<u@P<atMM>owAsYLF`uUyii{q4vf(Uqs)taY{(XN9%mu0m_A7k0l7}Puv<wY
z(&xs-uE$;JD=9Dp$hqEa1*bC7I;A;vztU9RirgH0z1A2c^pyp~cedj;jUS3r-E|cp
zlTwJK{|N9~3M)0pfOL_GqpV=DRhVje{fC&KvSolXKQl>nG1bfAB=_Dc=PT)D)Zdaq
zc7s&wICU-MfwC<=XrMTfM=_(gF%>)30|@F%h}ODqFe;GwkJw@xC*a18M}t^uut7Kk
ziC6=fP$aZo`$lU#GNVa=1k(I&KJ|ert&Ty*Da|eq*Z0!+K}_%~$U~#Q`Ri?1Ts@%N
zY~VM1kI3+QCi2t&_DqNwOxuNdZ3_fw+7QgkVO^VV=@?v^XxWf=r)OhoVadTyN$w<!
z+pm_pxgpO2vcrKKQBv2lhxz5C%vcl@;u(mcWF9$Mu~VAIo~KcD7hy~6t-w-73oq^6
z@**RP+*0#P-+WK<9Fe{9o`W`%5m~*ku}>%%U4f2pgpevGz%;aO9#gC@&x=8RwiSc!
z<t(US9_7^Y#y;Mw;XN|RKLI8br0GOvXllDAo?ALb<b5gLjQ=^?XYS<D0(`}7`IDdz
zWtMZcP9-9k*YfA`(}M}}n`%Khu4bSh@9PKMyhg09M<DN;!_W03PWp4>awX#j2XS#n
zEb=SJ4?yQx$B!>m<GE=jw382xOld~v+QDT>ZjQ198RL(5S!)88DRFPr-`VI9ZHgyU
zxUB}%pBhH&jSGj1-GpWZ_^F+tcj8Bh`7pB8{le9Z5*QDGkVgslOo6;2o+^4#p3S03
zK;8yfu0rUrV!0^;ey%5BM|cZv_Im6A5rW7h1E{&=4)#T<1vIh~N$J!@_qlKCuScH&
z3H4*bsqX+E>*PC0IZk(~c3OL)nMIF=VZvE0^CB=lnO|nW3CIV@-f%ac)-{X1mp`U1
z27%9lxD(4G6ojs?bn*R+xDIDdf080nfM<lavSLV>gSLoJK7)q;_5VCt=bssAp-L=w
z@v@9iLCRWpn|*IXL4kG40Mt1WRm{Tx6LqyWy0*T9#hD3mWe4!B_wgFYTHpWv9A_cO
zl1j|`B5F7jD69TJdb|u$JdM(A<_fRlz){Qaf4J6>lzgfK5LhF7CxEhPMZO>=!}pt@
zzatj)bWAxl_y9z@8>{T+gYF;OX`XR@3aa=SS{Q}GCl^CbVnv~NDea02RDfD!9|_Sq
z(%MqjQ;+slK6^R42+MrGX6lsI)K92f##v1rOvpz2381&vd_{_02l-fKIg8_K_xP9~
zZ|ovZ=gBGpKQ8~A7%*nrWGG6=HSB)SvIUSfL6O2XN%;hv8S~JT+u!_I(w7k^l5MVu
zJO5p1-t$|2!^cLZ7-v>_CNgyN(zum69g$}5)1A6PYGA9$<Ne&nwBs&#q7bTLw$}fL
zy|0XlvR&Jjl8yl+WMl{>L|PCe29QQU5D}$A5v7qX>5vpDNeM{_>F$z}?(QCXfC0X1
zeD>bo`@QSg`_K1xuQki%h}`$p*BQrgoc(gQL%;q?3nO{bTglw4It=J!rqB0p(Q*V@
zr*2nUPFmd?DVZIb0RYW1)1$-L=1zZp1W2icK5-Z`Xt%N=Cod7q0QQU3+)XPlgD<D&
zv!r<bhLy#2-_H&=hM9ezx(PuWq_Y`bVJyV#d-1M-J2Eh8Od3OCN>YToT>JTiA3!;R
zCA}!L?<giVkE=WfrmDQeP`rTu!k-PNM7X`N(;d<1{}_US)4uG9OaGK(zP-S`^s$XZ
zvO4Fsyt{ZR(cz|pF1foXZT6El8c0uDS1@OR_oYsY4(f&KAny9<OwyZiCP`v4>i9(5
z(i99mO+!8~?iz%v&AuM(0tq%9jg)3>n0GYnj0lr>B9>181bZTWee<|Fkh<S`MTyOQ
z_-X(7b5}v;CejVBfGyAilhJp+Y-D(FeaUxhsUmsRJI=#pjXbSlU^!*BpTp&l)*IQG
z#tu_^VLS~G9nZqr;9E}Y5Bq`5RZwwdBdK231M)^RO<}+nytk1+*uLL)P){nZc?XrE
z^Ckm<^^Kgw`HX0lmS?W%W-H0i=9F!pLjOIBpr;*lW{B$BLP9@pxBc4G8Jq=)DpmZ@
zi~38uFm}NVk_R)6kH|F=Zzh|A%y$1y@Hc?s)0PIH<z~|FW0vnM5n@9iR7lhHz3j=}
z1wj6nPhWoZ;S^Jh2o9PQ1E_z6a2vxQsr^~9ZwVfkzKnb+mjOKJ<jlg#pxebN+%m2$
zV`qH7tAK2BL<89vt8wGU+T87Y<h>@9WEYG24l(y3Rk=H=qt7C20zN!&<u<&QIm=n{
z+e=|dF7y!Rvyj!MvGyfHn_Ma;KpveHanAaKWVQ|--**=bUt$1`Vbk!nfs<dXRc+>n
z>`pYX47vvD2b<ugW;_jQB4zpvwHxXe2x33&-5gp^nFIWSuK^cN|Addwyab<XwpTAB
zHtw`Hi;}U5uj_%V)waB^myTZm8Q_iDO8=I4`{`-2mzZ}JZMu>qR85@JFdkr~*i#<>
z7=SFJI)e_OuM7+r@}HdE0yy&k%0AH%e&t&juYRxDkNA`D7>USMxCf<&Tp0bWbqTV2
zz~Fd?ml^`{5^O%V@8z+DE&U1=RS5%BoRu1n(=I)xhq$||O{6QI1Els3d0aJgfkQ*4
zvjhMz%KdPMK)gEwiPetKjWggT`XOPH*arj~k6%$zF)_MI8hav`sU5qs5Z*@MzNTdt
zSkdb2wK8ryil$yk0zo@1D>iEPhK-%--OvxYAVX|0wvh$1<=R00;wbRZ$Lc5SzkYzD
zUJ7v!Z(9K|-Y|9Xk~`-%+GkXT;U|$Px5JiF5otBUD7`;pcasmKOo=OxYV83IS`rXW
z=W!!DFxa>8NMI~6lq?fqj9vm$^s|&x<C=8`<Mg2MX`q$npA29^`?`)U8u0b=nTnV&
zlRJ+pz}|V>UNw*BA=;`v(KY>f`fjT!XjfoVo0(;Dxt;AYjLl#<>P6`DX*_uB8ViL~
zdSydnCBV>gS%?phqCw#ca@F=8geDB5b*o7(;8vT!gP$D=GsZUWb9;>6)zBDSDv^6^
zy%Zsru1@LDZtPJ|dyFqBV=<OZIFBpK0-g1ze^shx;@lK=Ct8!q{7SyW4Pph-MCw>N
z)%Hr)ecrV8`~;T&T!NUmOj4udE8Pu6q~xnKkfax*%_HH2%iu+#mzn{?8#XE;nL*%!
zhB4+zp*$n-`$;Ymp}pznu?{oe=cnKRE>*M;V5IT{DXGQCP<eUw-srW5F6jV{-OiK%
zbYc0zQq~8S9xb8$p#>th?9X+<NdV{h4x)coYQI8U(?BK)>a;WuS-<W*b_o7so5Tl+
z*?ZAoJ2$GGAK&^6c|W_rvgd4%4_{*ihnX^-2U!u(%@4!s%<h!F+#bkgSR_xXi9#Mv
zD-Puh8+bGo#hwws%CVcN9(~^X6y@x8o^-<!4U}ZxXv1fuXHruH27iXj(YE{pDQP^S
z--CDa__UmspG*Db`?0;>2TTQ!s%95KA(|gGM0q4#$$YT~SxcD@cZq&poRbDX=MDu@
zOTxeV?{W=%WeAt-5cnb0!mj2W@zqaFYaVyfhCA81&6IJ1nF+T^u+2M%*U+r$s!U$?
z@Y0~Ww;j7e+j0Jm0^5GBng6Xa!e+jczHr8JS!{|r5gKX$T+cOrdl5UBz6P80hrl0f
zwZ{vfUfB%~e|~D&N;a?Kx+lY)a5!v`t_xuA6lpz?So+yFkI&XQnSArgCf;TD<R)AL
zm{xFT#4t%8g<5Z9isk6Cqu5v%uKo#`?cT<YE$>qV5!hmBT?x_0LpV&$cIyLoWHLlK
zrK!?k<A6_NB9HV8_X!{e>)jNOW?zO+1qHl)`l-_Qqlco^Z%S9Xd|_a<y~2Z+fduWl
z<k8!x1}Yxlw3d*iYmw&`P)5LWw$+jTr+51X#_ZTYiwX^z-)Xyk+0~6iEP|a$<k>Z%
zWtk}5gPS3rC?Kc4L}P_s<V?hbs$A~ple2yZU-`6d0XA@m8{u)y!HXeqGL;0ok(Z45
z3_tPhIJlotxRV_%gU~=w7DqP)I^cc3{gs%ErWwRe+SnaTSEermcji#yi{5Y$q9Hyf
zlQI5LIuayISyPC?XX#07NGW|^yS^!GU*o{zPaNrO2cQ<+Um7`?xWnLiT_J_s7v}S+
zelb*JAP9+J`urj*RvviTQjnd9K+DOp^E+6Q?d(t#jTqP>Qsbmh$Cn`#hiLqR@3q?d
z%|cI;HZt7K?IE%@1L=Y6RUNZx_dRPrW27A2KUV=19i=vsRI%`f7$!p5rey9zx5={B
zKY|^vA7vj#@1H&_7}i!=Y<T%u>AG@b?)L-mbkm{4!gHTV_<DNe`wtuL2R#T)C-{do
zX6x8|9n#RktaQqh$0|t4iI9WdT*b-8oSn2VaeIPQA$Azv4d)5d%og6wNQ4o<&ET1Q
zc(VN}rYUS%t;G`r3R{n;J)-1Lv9$B;03kyI;nAG-3Eu!Xw)6gqlDF))IoM-JgqP-m
zDer&D#)s28Ekz8qb17a=Hz<-KY)5oZevbYLB1V~6)Z4}TA6P*Qi{Y#j09k3<?_K5q
z+XS4rbn6yYQw|$L!aEl@RGNj3Ie6BOvA_NSNs0Dw0tCAeHmT21qQ~WmDXO;ki%t5?
zkB6k$QDgK5kW{|ZsPH-?=L`V6GV@1xyLI_GNhe7PwId%h4ihetxqZ3xMPOreq<$(>
zHabXB&>XaI&Q#8AUEvJr8=S0QLp9L2?RRF%sz>i%0G#u2z?(e)#*n$6Q{4NImFSC^
z+z_?+s>nxq0oSml>)ZQ_OIJp0GQrV=>2IWwjSeg){6=>%Db$Em9hh!0E^I`rO*7nU
zLWr4-<(lTr@b^BtPw%6v&7aJ8EOIn7m`eJTo9H*dNGrX9Ad}b5r>Fz^foQ_Sx2X9Z
z0<j6Ie%w?ZjdezB=Fjcd>CD3Q>_a>Z8hCm3)zAw_mKim7o>Ig1zc=ceQUsQ}D1~_B
zK*pSvoDZO~f#6CA2$%|rd1z3(hlef!Kw+p!H^`FKwRMDTc{CG0NFVyC)oU}4dj!;F
z4@p<<0dUw$>4>?D^{8YHlz!+`rb;r|XR<)<Ff+A5Cx22HeJZ}%_-A(<Ppl??ZL23b
z`fg~BS6%=tJ?{1eksY&5$B<er(arm8skxNQ?hMBa!vv~gWR7OwtYTL*-W)*rZZZx0
z0!#l((iLtG*loN7O;kQ?P^?Br-X;Q7Z7zTfl;2H5q<yDf`U|)JI~+s?-gf-hEd|LJ
z;?EKp_;9N)Vh7#zgLi%SnS8`46rd(~HEXl=vtbeV(JCZ!%zPSN)Jh<5)NBekB9AE+
zJ<^A-4JVch*}EL)k;^VE1P>~Uh+#88chMn&%v+J~r71uFUi}BNec=@d8Af8W#sCyW
zGOLMRyw!(@{fw!`&a&lYG}e7pM3jkhj*T@0(=Il`>k*X(I*Pd^`^uN`kp=sYg`|-p
z%?$T8+Dy4DSB>RlJB?YgA4?<^uCw5<5)=W!{(<zX<uBwZ3IW&Ui6i~@6QU8`QA|FU
ztb7Eh&S{smZ*naJdnhF8PQfPNW<?WS8*QH?fV-zYqi!NqJDN*q`&bNukQw%H+n_^w
zX#t`2bn(GpWMdBFfUxL($D;@f->hqS-<h6MTzI>e09cls`<ymSOVrSVd0e9=z>BAJ
z+b{5#=GX9!lA}5UPy!}QVoYpBH)?l%vpdUpC+Gu`$}l6#ah!X?3gAaci%1rSaHzFu
z7T;UE?S8--g}3mq<;hgLKXiaU*i!m!tS)e+thSgZBq;qqrfHI~Xam$Cq!yDAo8#0u
zGXSQI6~ReH0}k6C5MO-Nj!xF(&%s^?)TDdGy1;)5PJE#&%=Uip&G@^;2W`7xP6Vdm
z&)GdjG>v*_upoj@0Z`_422~ZynNY-oDu-QFa^Imc8&^`MC5DIHfYZX)@+_SsC)<j&
zx%~ZTZzoT(uk|SauezltEL7XhHFPOS;Y+&!he!*6a+3XcB5s6$$&x8q#b-^RS<l$F
zPO!aYHw3Zf4x@V@IBEE4)_=|GP_2|RudoKubijQ3!R)Fu^SE_;qT=k0QsL01u!*NO
zbpOmD++^|`XGDGE=!*y3Rd?yaF~`M_N56TEJHpw0U;vN%MtV`dk)#&|veIR*iuH3P
zXqvRGK@8?AIKehP00&3bSaC&;&Z5Gg^x>23Wb{_s830g<FN$`CKiv{;^<UUTIGhU4
zg2!ep0ub%jr24R5Xefw!yhnJd?+`EEBX{K-YHXGO3o=!*B6Pwe-=2O$rUfz)U<=Yk
zEAV?HsoRh|W&}{q$dQ4cmLg8U<lZd9Qkw!UmrAy-{MDlpvVkr$U=tT<-kuG^V@~(#
z^yNGJlzI{9d)Mv!IOHuGNGaAs;5JtOgaV=Dfexh(TKqx+i}|T(QyAcvi1>!qFsQN5
zxk^oWB0YyYR+DGp%M`U78gV=?;g?A9J4M%fKu`h!KX=%6w#vK9tz3u(X5Meyrl9a(
zDNIitv#h^R#Dv&107$hdufZLkB@h-<4$ZkW*kZ4^$`a|QMlr|GlNctARe@;2U?<(O
z&CWk~?SWc^rIDo5u|)&<6q$E8Qs=8A8pmSCV@5v#i&8J>W07&X3K|6xRQ=>cATJ5r
z@y5n)VY#-kvAe~6br4}DxQcr?K!&vZa)VBp`G1>7G`q++DvvQ}8oYK-YVy6%)agBn
z;4*0mfD{E)oAf=(6&B0{@NJqBquDx>)>C=jreC%Ro|Qs=S$Ak|o*j!-e|aM@kGqtk
zr~~Zo^b+y%nTNN79fdps2?nc<3{Tlp^_VfMR+Flk`AA@2<WMPzc!Owm=xx@Mn0c$6
zq3rjH^+g)wbi@j>8Ji2@i%5{fW2Y^=)Z|-0Z{J0d2<HH2N$D8dzHOM_FV`)Jbm@8k
zsQpglO`9Q32(Ksy1nc0Tw(^#{_tZ=Pgq7GjS#FuIo~MC)d>J5Q?%{jV=vD3>Y$gls
zoey2c_`LnJY2x~D-bbAA=3N3D0{<V!KiN=oSkmOTMCfS@y`~D~62ZhAll4MQvG(Xw
zztvy-xSNA(Br2Q%Vdm|H$awF$fP+7KuZkwwpY+N($Mk*9b40rbu!aHMoR!PpM?T|u
zZgQ$NLmR_>2f!N9A4!C(-Z(X07a|x9db<dYH-a=4)ili~<x8KR5wL)|4a{wIK!+hZ
z=MWI0S{!BuRjxQv9T}zoz^hqlTXh1_P7N9~OLk{3F$`i4cpD)d_pIswXnVmW@(IK$
zoNE;<a3aZNOZQ^6UzwMV3!}GXG^@m<xt!vQ#ZImOybcP*ubxhmE6@y-yB)EQX*m%P
zz!hN67T`-G2R!w<3fZ=61LhGV-yP}8mPPz8AUAH{#1p_%{)d{=GxE7{Q;qM=>`4$U
z$&;PwL4E|?UP36_r57PrR`iB%B_)IoNB|VyrxxbtG#t-5g#Id~@4dpnx-KoPkSYf(
z-fxt&mKy2K-!9X0B)25gB~#U{i0e_y+@E5o`jUqd*(gq@R#pk%vGC7Kt9n;wF9OCP
zo?i&FoZMI9Vr96caT&i}|Ko3byKgCrlt?FCnGWD^4@F>Mkd`s|+#0KLKH1UXya}`W
zUWdm!7eNUB*m{Ln+y%B8Wj5`>s#B=a{U{}_%G+kR0dr_p489>*3rmUcK}}5|_b5Qb
zp2!Bl&PWeP2yE|QGfJ~F`aV8C-oD|!G>78&D>Z?P_}D~R?FA6Sp4Vmdl|f5+3ec&m
zmVl#o>AklhnS%gF1xa39%l-OWm+DkKM$g@s^7Fy(`;}9o2@%q9;L4&XCKY#tvt$F9
zwaQl-dk$d~kMmNt?mh)y(Tww^IrCR+3M~zn!W>w;aO4)+7Y!ureNw3~%Jw7=A_$E7
zI7V?=fJ?Qx<f67iW3`ni)Pt|-0aqtTabII-xzA&UuWYeK=w@!h{DbcbyIG$pLQ5Ei
zSjR;^N1_gbpVNKfu5%Q+aUhQ;EiZHd(r{4^4Afs}nTMc{!jK!YK*m8yHqy!4)ZI<s
zqBW&S;Baf4S;MoKxV>FiQPYEEd<fQl4%kQZ>=>8GcDRhA2h`$`-&6v0in`^9cmBKE
zh<4<AJ*IOY!@>N#0mKH0jYtfs_fb1#lRFVXj0JtbX%&)%?4xfP18sv=(WB;T{O^X=
zhLo=qBJ`4!*>C9*nJ~0JM@9_xq+XSoS35|LrKt3n<-`CKi$JJn8kOfDcy@9^H=%UN
z&D6fR!;Bu@ir)pld|^Vifej6A!>KZ#j04ug&zdaysn=%H-#Y^qXIfwJJ9Y=8&7Gqs
z$UOi&^;>(_5@6XpCg)+i#b}7{*Hu2_%%Rie#;D<ii#|`t(hamXM+@#|kZ*f81SNC^
z5LK`YAeIbyq)nvh02S&hG4^}uT>U8e>uumS`Gt3PNmXwywz!{fC#%Jl#52h}`<OjX
zeS!iS2=b;SNr5Wswongn+$kA)3-;H8_)=-WVPhqmbn3i_enwQzzS$t|DUm9U5!r$l
zSoWi;FWShkNohzR>5M`tJ!E7EG1W<sPc0;6j8pKGx&?4#Q59}q&l<55#!g%V($-)A
z<fKhrXr@Yj74d!JXV>*N<x@6FuCRMR6GNe;!gNY6z?7^CF^#zit}ND4x#;67H&@c-
zBk2y$-`D%GW}|{Vs&_9(@mxgRQ9g&YqinRM9xu)=7oB-inIA78gQxS7m~|)@I%^vI
z<>AsO0}&)5vGqvD?MPs_g>|dhB%p<cv@L{=x+bs$)3QlrkQym|3J91+P)*mpR`P-$
zO6wjKFUatL8{SZ%;S(xKVfM50J7Zxg?5WBb&Fr>o!Tyv4K_Rf{I~0&;{QY0hTXj|*
z5notBoD3h}!a9m}?I-v@0?yn6?jCkWUDm4WeT`^hg6PQ)fF#=sR>lryP0l0#%6t=z
z{(AEXfmKav&+7xb$2I@*ixYPl4OKnaycZ>#XuQMb2xm*b_GaG=cdKA@%8<#<suqtC
zWR#9#;d_sj?@BYJHH0}4tv>@4k23lCU)n^Iczv^I5)j_&u_Ti>sk#hFDLgOg0W_ak
zhKrr&;AF8m8?{jBHrJ3-NpN&}kbDL8^4K_Z55iWsPa4Z81?)t}g7>5O{kWHhnebL<
zuoH<b_loRLq<JB)0VxLoeC<JIf{kMLqrkNQ^AK}k__hQ#`Go&lUue89GvyW$p7>ij
zA3144-r+9wn<M3a!4evQv~s_G{0t!w61#a9oiJ>u40z_B{FQ(sxP1K0r2J%4kgdk8
zWS1Rb1+qP5pR4vxy9Ny0bZ8!@p#$`1`4r#nfmj{|W2VPJWGt-!>4_yr+sn)nh?X?N
zy}^W&kSO%iO2c}J<krJB#jS;R7NIhCu@WqV9=$a1w8D(&kRp7Z5n_NTZetwfXb3K(
zz$_Y}CN>%oGAlCitD<(R=#Y@-T+&3HFSzDtj0cpZBaOnuxSm*1hq+nL{80~i{(?A2
z9-1fASkzaCkWR4~Gw^RO8$9!c_^D&$4f(P98bws;H{wteVM#?H7rS^YKx9zd^tJOa
z!45cd?*`)v;VKX|xJ!HK!xN%}whX+OX&do!_pBAw>TA&c{Y@y7lr|vIWQ+OX!V&^#
zM8OhG?%jJW^ayx)r^fO~L2N++xJ{KEGfE=1KdrrSK6u$ZB^e0G4D`<&s)*}3Odl~_
z;6@O?JxE0?f}B;TI{8$239S^q2Jf<)r#P~MnY7*QKJak+%hFF$3i^{b;t`90x=ds=
z^!poWdu@9~E6pP~jMvb3sNCsbr4z4IF(8>o+`L{4V*T(n$cAgZOPHw*3sJwV4exgb
zDim;EA+G>PI)7uFa=jeSVA*zEhS3r?y(_|VsRVuxx;S-S>jHyCkni_p9>wr}w$6J|
zK+n5l?eST|_x*yv$*|q%G?^4Ew3((mR^|&;e#o9vQR}OA@e;9<d%4v-p?ns%K0M7d
zi+ZlXiNEswIkh-gd2_yGq>DO{EFq8BS}GKh8yq{|W3vWx0;J5d&hT#QfY80izj%9*
z!8}A5*o)WQVvgfPozymRjh@xtg0!cS>V4?Hv-K($98L^KhW+a&?M&=<$&DDNvL58l
zBRx*0PvqN1>z@=kld3YbDNTgCk%b^`HEH&qP}D%KgP`0C>mLBK`4lf?UvZ^hWsMc@
z6liTx$*S%o0=+8Pv!WSx9A&Pl`SY;waiD7Q!99SCGtqIOlU6FE1_T_JjDKG+_>Rno
z6CqB|0~|FY0@gBX7=Ax0IRJ-`Oszp<>2JT1=ffxS9c#>oA%Hf=;@J_D(Tqs++JmY7
z0vQywo4dSQYF9w=EBtIEc1ZWIx@|bM#)`}rcIQjoKTaW#CmY5?5D8T?xmy_~oy*VL
z0HKxk19WWId<Go&#(fnVa#|e~RxA7u7Ai@3CE{<N)d5|SNIch`aVAuXa==Y8h`x7&
zY)i3d-xA8|iRd5`8+@;YVv+W%+lCaf(T+mWdvh5z<n6>_E3ol#%@7Ec;1`_|a@UZp
zGeJHz5S$bGnpm_j24p}MR#o|tW^a68L!Oo5pYnz1aYSwq32_tRkhLGK^{0V^U|*aE
zq!vpRFZIT;k!~|EQD+{Si3BK;r4Noc9a3&|PT?64wj0n(Fb=e%Z&3h%b?MI}3uy3L
z<TZI+*SZ?8y$e#b@-b-$=HI7(DeB#R$^>$RK26l<bNMEKKe3}?>F0qO;Ts?xpd?%M
z@xd%gCEc-6wR_15u&b0Y{h6EC!eO|pli=7UTZd~V_Sp*^DU0r<2LyQbGlwBP53&F=
zeL%YCr4L0bemiz#6E=A!W$v^Bx7T76zDE&{BusE?*lGeoK(U8Sv2AEjDxBLGH@9$&
z>-!^v{qu?U%}h07xv$V_1F>VP=g;6!6VQ_PHa6Q@Hg$aXCK(UD@dH~f$%<y>oM(Pj
z6kLvGmm~MD79P8x_E?)tkDCbl?%*!Q+_}EhAy81*RM4zYzWzO)MFWoiK@)^Eu7JEi
z$c<w>@i`Sqp5m>a=1p<(WA03;b6@U7uj9jos8%Jkn}p@fvG@tLs}2Y1gKNrwE{c5~
z+i5%8f>^R~Ju_ML)kRo}-whF9sD)k3oz8iO4UI(ugis(J#vw+kG8qPgiVT@Zre0nR
z9MOPfSW3D(ZPomQvE*C*)1AuIeAtW48W_j0brpFl$laUmj_%gT$9sC0xSTvP%y2)o
z7q|$E*cwpcRy4Oap;6WRF<Wd>z%KaXlREdIz|MnU8?@X4qHi~1<cF5OZSo<x&wlMf
zP#3e86aZF#ZE5g~k-Z5C7NY5t&z1HGHq>jFcLNCA+tH)`u^%t5d+dmb8`%xaHF__c
zkvS(?H3eFG?6(2fCSC8vq~(<yO)U)v2^^K#fm8JCthKflFev>SLx-hS6G!2+xg)*s
z(0ZCMKtb7{v_KvrljSMAarK_@NiWmc_JJFAPBYFI&(r#&RI)U}v*I-np;6g(QO+~Y
z=>wsGCn6CyUjs~rAyL<^f%v0td!Sno(?&nD_?5Q6s-#$ra8I(1RQ5rOWB?wS>yMHF
z#o;!h<75qRz0x?8PwjIT@tLjtmKzW|Q7D0(GnYs{MU(qmX+Hk`R>KerG&HFP#}E>-
zx7jpESIk?>ri#<YQ$qtDki8iyTWShBUA0V_sPr&RU~<Nr<$W%?(m7G`l0}W0@$pNb
zmGhmfq43shy>zTI;PIy>8;WvKo!wa13-Bu*RIYBx=|I`;$mDMVZJxkm3A4|$$y;)_
zzXRz>*5Kl;=2IG%hYmZGxl{&)U^V>&uq1y+fAf8*`nQwz;67O01(}LFd$nB-&zw9t
zF=?0*8Q5BQL=2>c9TP3P+-AS`{9G4#=dT&)-%+TkDTD7X_bi=?sI~GM|E%9GGf~xM
zUa`e5;yNv9>`wSIWJDyQ;9r_jS;}ZdDN#8?4t<Ldw?&8gbDg8eFBd27K?I&cp2Af2
z*eiI;$CN80-R3VHA4%i2keHQk<mCEk#;;2H5KG&?9shZEnsJg`z-v{pY;n9$(=nPw
zih=NL0F%^2yP<)5ms4DOc$IC4zzCZ=G?g$Z+bMe4IncFHz{-849vXJApZ8?mG5wnl
zX$1H8=kf-RE&}8u^i=A^+6{CiT1a|3o2Z#~87<}>0%0fnjiv-|SeX&rOagCV-bXB`
zZ?5BtQknx#v4SPFdS!QYHEBXGX*aOs1T6g4%D2ou8_;+*XbG_t;fgSx(0-FE_Wa|S
zGE^9z$0@*@%-myOIBRE#HzR-i>B4K%WEL%dv(Zy(4ptn5J$z9gc7|5}Ftx1ESn<90
z>LbM5OUKLYEi?9A{%1m57s28qRdz?Gzq+B88avHQdAvrl{z$l<gdj)XYSCZzmkk=R
zHC0x;f<71D1T}0?xzBYQ{0wEbbbg)WbhB0Za|iTsU6RYrxF$wVx<%aU37==TR-YF!
zkT49vNnZVORml5Tgt4k$iAYn5u^0zV!Hvk5!4yJSxh&raGY$;#G{q8<TRY$GY1g#z
zd|boAg^sr67;9wl^Rh~dD~qr+2ap7jSRTLT>$w~{0Ws~+HQKxleG!&CAmn5GxYy$-
z_qAaZ|M}BcM6p<?Aj=}NT<GKTZaM(|q|UT6Cmj7`JqK(Wl1I%zAa@bzbYZ)A9n;r_
zMCb+Y*Wb~3itXWzOLSN`>xNc2<dP{hAz5?~;@FbnDyTsRu&*_O*glWm!XnsKz8`oO
zt7Eh?4(SF8x|w=i<qC;YXcN)mdCNlzLA16l$SD*<FBn%v{L~Tp`F#_<mM)A&6iCFt
z2_CxRW$uG#>4pg7N(7)2Vph=y@KDoyZf+VTUALp<If=>Q{q(8I&a%8$?cp+tcnN)Z
z#!Tj_<^*;Pu}46#$)5)YOR+M*bMZGdn%CT-Z-{3tIODju25Yr#z_kD>Bx=qsNrz6G
z^2tw^9_hJ&vsLP;ObIR02=UF$y3PohX0GeHcN%ak^^o9f8@acrhVAbmclAA_l9VT}
zKkOHwY}TkAjOv00YgCcrM*@+W&v_zQ8{LMyC&Wln7cPwp(t6IvAZ>G<kVsd^w~Mf!
zOfwsskSHkLOih5EvOKN88fK%S`u2sI!j}^#@w9sDJ|iO3MlN?Vo7|V{6PRffqllqr
zSBl%H*Fsg5tm~vsAcUJt(oCnVp<VO~Ia1^Fd??kGE>y&9tgvO*BfIyxsx;3~6m_tn
z^sR*n9#^LOIf2%v?yXmW;d?-yO4;a_-1^r#yyn->=_0SckN<4IKkLsMv=_x2P$%k&
ze84-yS+&NL!5gqw#^NdA9{lxkpuXY_lmBnrH9ej;t_!-2@_78IFvi<V_wS#eh6wzg
zB8#p7%_5<Ngt_Ts0HpAB7gZ6rpHv&HZFM3#Gf67zMD@%fj$31{2zK-)?^{y(l$Tz7
ziCToU&kzeBT*ht8n{J|sVMK8?Ebj<TjD~5Z?&6ci1U%#_9pX;qrX>9m7BSTv-0bts
zPh@c+h$Ej;_S6ve2GyY7cS5O`2(nmr>NEF^_yt8Tkw$^DCZ}52+-5hrf0c8ZhwC=b
z8a<SfCEAhpl57}Hl^H%^{FW301QW=ftz17?xOB~|Nv``e-&oOf0<oKSsd;O)>XJQn
zyw&U`bD#PQmxBz#1qL!r8}63m61s=ISSs@`$FutfcA+O~Dgajenb?*vVOuoK2$x;F
zy7$+C^6r?Z$$@sS-bQO*Ns@P_L(PPHFVxTEZPI$2C7Sm+g#YGwU*|!qtGUK7v6g}^
z>qfJRIl=jIs{M+9fR5agb^~~RvMrxOrXFQMNFSsa;WT3slsx*Oo7PEXzCHN2jn<zS
zdln@SbiA99k(Y@MH9chF0c31D_3gNaM6zM~0kG++ThMmHg@DMwz}xIkezC?5iZGJc
zBq%(V;?>|`Y|GY*$LCtj`}){}+QT|vek)P;RxE;I7}Fd393aze2w1ldH*`=5XZ)SL
z#CSq&@1A*tHr74<oEwaBFk0Doy)I8`mD>+%Y-Aa`zN2yU8F@+=Q%T3^Vu1M?s?x;3
zOEuIb%q8P<oYgEdk-qjkJqLB#<8h9hf%>_;)jE^zuh0D^TwT*)YTRvY6VVIEAcMFf
zK3MW*RbAm6l!o2pkbZu~P;^zq=ksV0i>LHysclHW4<y&z*L~ifuGQm5@a<LyOsVdv
zw>_~vn-i3045Q5_kOEUnN9A3SB2d)xUs;ITzr*o{9OmU7y(26ry+rd!uO>Tg{!trm
z2u7<@Ep|^mLPzUmDBgB7g^}DM=_V1cxJxWA^B^_qZ`HSPz^D`OxUze$qeW<MNx0wp
z6ZX5I00e4f1mmO7MX`7eK<XQ4)Su2QCjB!~@eeK<n$bEW2cEHEl&hI}hAyS$W=^~L
z7g-JN59C6VAN9GRZx3|_0G$CdTsZma^*@s;fB3L}k=nik9q9J^bI1tnUqEq`4QrwP
z&zpE&pqusLei}7eA3EjuPeZcYEUkg!>0iJ2Kb~=!T+8oSp8f6$shs*$o<C~sc|Rgr
z_U^aJEMqplK1LZnnKpGb_D8hO`WXT#iNB~>dbh#v(teez^&^Y8+&rIhNIVwnweIV;
z>l5p>^bnsiO|Bii%r8wUJw8B<6c2bd0B_n$;Qb{XCA->fw&ywOg&@oK{ZY|#SxAR1
zCcsL*04N5(IS>KGKb~=cjp~tfAMo9_Z640Oq64)8#D&&UyuHZpDBeC$P2|92V!&hy
zH^9D)>L?@_T@3n&7a+lc4|l(EGvaysyI~H<JCYJmvXKEGeyJpY1PtRzOJM)aN57n@
z&~$LOvC8iKV}$BYV+HEpGcM)M;$p#gOH`gfP_wG;Cl?Yhq7$CxynR~Z*f~{o$W<BY
z1FOc)<+_V*MKzc$xP8~V;YWe!Mz~_e-A2vH>;OqOe0M-|(MQ85@2Y2!K^?SPkyeM)
z5HgIv`N%)Q)GD{I_S~{-T<MATGHeZc`Q{o`;~MzS$oOmH;$thXk2Z!I%giUeE{-`M
zTg567^(r0yvkJ%vQVtmza_~$~S4D}YFxOYSccbwFKH_cNMYm+^Igy>t-@Fezw?hRR
zV2R=hK_$gFqLEi4VGFIFCd;_VJ(e<Gsl8NFxYiFGUKAuxr+UOZ@n=6ato2ij)l08~
zlQMa7_w=8`Ycqf5Ko`t`e8HKTsSFt4IT%GaViCqXg!4CJ4Svor3qc<A{b=+f-qd;O
z;vER@Ks82lgXm_Axo7+?K^|tH1U;DqLQ+Ft8b&8*h9_t~VeFQwS+pQI-{gCcf_=3`
zMedH`cRwpZchQ&}3_V|V*-;+4C3AT4$Zv1JU;ge>&5BXx3aSzulagRg`V!pW14yE|
z4KmNi%ni|8cyK|>87Nw~@JzZtH6Zm^fshh(QAQv;{7)CT!ILAnb0mGyQ|DR3%rGxE
zQ#6wJZ@O53AASnJ<Z;BvOMr<a>TphZgv}Rm&5N~6bi%ezOy_%8lf|bPw*;ioZiyu0
zyxfF(6v3aB#LfyH{3}-i=dah?LBD2yWcuH}hT(AR=j%`BC;qQRkedbOPCD4rD%krt
z7(TE7aRRETE_^t__{nLiK0cLHQy8}7`u#uaz*C}$Q~(qG*A5;`a(81*-%V@u)cu>!
zz~_%XFw>XjcmIrdx)1oq-k2Z%XTxov$K~O1RWW)p{@v#`dR0m*tc(7&3i07X*U|4{
zXh#3C!HxX(8-KSS&_jR$kp}?<_w?7L*}wnH13CH|cD2Qy(aJ_o!^YTV@88b%KmIYC
z4XhCII~fOmb?-LnDczsJB|`tQ-}4Ik7yq{7(hQvVpoP)H-=#jGH?|_Wz2sX}+3238
zhk|j)HYyN7|LEU+BvR2^<I9&`ia(tRM?5nBGst|w;FoDN=AE_w8j`>J)3f9@XyGf3
zcmhuJf@Ws~-xLcszyBGBhv;z#t=+lz_iO#Hz6X+rBbZgy9;*D+!zR+wKdt!hr2l_R
zdc$l}*gzw_3#Gh{<Oh?#o40?hWzP!ik-SsOLhD7pxfE{_0>v+EkQ31h$$zZ3|FIJ1
zd|@^B0PTaG_W1BWEeWt4NHKx%1R-F>IpD(w(yG)I|7;R=u*TJb^d3-ymwVQ*BFYhq
zb14$wANT97e~|l6t?Y<v072wCs1Dl5-oJL76<D%Q`Twy;K+6EgwGAI$GOXnHy#7CK
zmM3_5x;+})n^AkrPd1cVDba0FM=!ysLp#eq&BQ=A^O{aM`bYon;|U7&AR}(`Byypb
zHtl0@bP(mcidBLA_Xhni{!JZ~KO5q&HU7W<4F7*FBZesS{=4Hgt%V+RH3{%AN{La<
z|8UqzGbn(qbsPV2=ASKp9b9J2-W+;ipf%w@k{;F3?L7MIKWzDQYS71l+&cAFe|n6z
z4Ad0#PN>j>K}iN4hV$D_>EHJr%rN@2RlpovNB1ne5&g=!U!!T@mBuXKVSL3iM??R+
z)BoeTTbBWSJj~&a()iP31@KLMV6+z9V+I`bU|@WhR{O^a{M!TnGy2r|-0%SmICv!w
z`jr*?M{D4fap;G2=Q)U#{)Yq483OuPyP=eUKGXj@{r{c*|L*?(?*9KC{{KDv|GN9d
zh%HWg9_Zo53!0NCMoqxkR8x(grbu|+XS183v~Ko0Y6K1w)NJzj#nbPP<5H~Vo1AQo
zre(n8)rXHdo~)V!$W9wUtG*QAs-5;yT>{N5wBz2xasxyZgphNOyu5HgY@c=dDf*7H
ziEk*V&nEyi11a<;k7w(@tY}pd3w@{sC`)D}0MUEFuckIuE;GCqT9te*b1cCvNzRBk
z=!4?`;00k273WQ;O$XztMQ>~e{~8qBXNPDb{A?&n@h|^_1$@hSFLCn6>=H$PqsLN-
zoSb$)PniQbeS-X&{hSo%qm4$O_Zi7@XZENSwG<iV-5Ck9ZHj#&Ihy|fR}N~ulwY5{
z6JCH%=6D5o#NOT{4~5tOhxuvN({HXix;MD2G12vBc&rzE^wDYF>%=#=FvDdiuB_-2
z6bg4hokF7TkDcyiX%-p&&U<-~V%&LgFxOk<i?;>!Om;u(U!nHDr7?kNRLQBHs^SWS
zWEw#culH7<7EZjQ-Kt`aO2*fQ?l^w0N?SerPyh#=``Pub@^l1}%{5@*as~W<UK%lH
z<3jg~vlRPn4)1rvIooA@UuWrwJl6q|*P?6#@cm*M*z2D^C0~vcJ?)<hc`$<)3cvJ8
zvD*~P>AF3(t`0_S32oJh^1Df)=Y=l{*f?>o4xBB(PlE4+k2aA)_dr2BLV#xc!feaO
zuAZ+g46v)8Y(!tME^&FD9c@-h952lI(LKZ^rW3T`hzVNWAs#@!LsMjUtn}fwp(+VN
zoj6(?8GD0SYn77vZNVnqFN>3GQ^WWqb2WZwv&1&rF8-{N6=y(zOfD{MuQ>dlS^$8W
zix+f*gQ`18j1?ej7fw^uJ*W)^zt4KF4`zzQ55cq4GJ+^FiHh{kW=+;aARTb*j;H(v
zO+wT(E@GhSMe$>8=e2MCEAKE~<Z052?zJqka8)jSR@$bobjH%T*M}EOvnPRAON-Rj
z66Oa|0JSSx)#0dLQ5;hV_0I~y>PUH(N#}K)IDg#NVKAc^`%Rxaqr?)BkHN(Tu$l*r
zuaLWE;%<0{yB=DI!@+0XAb`M4^YFvlIts!}QiUjWus0xRlT}J#^)EjZSh=L7Sm-ks
zczRBpD27ihSfoUxx*(YeRiNh3xS#c+!2S0RtrKY9^t8%YnYmWsyJ7CK<p!W1R5{q#
z4nkhnKT&hrB+qgSZDiS47bzei)K9?Tb`^{}i-9ojkkWg&2I0f6lR%+R+iu>tAg0lz
z^OM;J*Fk+5^TJVG9M0Tcki&|5KdQVU1zM*3zUS+3BN$^Zo8@2Qf*63!FSh_2iKCUg
zHV?EJ#Jqu|$E~3}r#iwFJ=hm+J@FUG7a%!Buv2NGS?GHDGsXSl{o{tOxetD~?xP)N
zC%=cl$lTSGn+2sXiW&h%$Z(SOXnpX3(CN~%RF(cdQz>An-p^*c@eJFZ0*uWT%Z=>z
zKOT)J1A3E6jBuiDUj{ftJ`u5aItR8LY45{aMKbQ56J3`ZKd;^8xZt~BAVvUf7;gZ*
zoaM6u5(L%?%#3qQT|msD7J5?b1<(wwwSGP@>wbA81oouuav4y9h;-fTlDZC6+q~k=
zclGWXy<8gcjy!ffJ2b@@zqT=IIal_I{j*k#^2S3jE}@^qdCVsUqi1T=G8Pv@w*&Q5
zO?E=DK^kiqL@%kY19{=pt|cqKKp&d}VUVF*odd@mDL@)bro0<2)>)}|W_z$-r2$IJ
zfYH!bLPj{`rR{=f{na>h|05R32iuOXW#;;a!e_!_=*R{AQMy`C!w!0ErZZTMplC0m
za1-pyqD|UOl0WW70baTqvOiTuNoiU;>*;*#V@*zNa5^(Q=cqNJx+_z!U1{^0$6_k>
z<Jrc@cJy4ypt4HUZR2x>v4MP@_!LmOQTf^c>yE%}RKO?MrZD7NzGH5{Z_j+aWFQjG
zBol<~vZc!K*O;8S4rM{27p_3b02{3zTk-!IllL9rjg7^9%A}xbL(*I~f1l0xt7An}
z^Fw|kJhPb^Va;m$5c6c86pnKKW(J$-LIXDh0Nvx>QQG0gP`g=v5BR+K`@m@u8R>U0
zB<a-10^s5>bK<7zg3v>>YvVi;ugHnHjt)tE_#qti$1&VbLa(YmZHGTT>lbo)P}>3=
zUXuPKiC$8^1Q}mIY1evOP<xgb+zEz_t;SwtW{pxG4M6!nswE~Ng+h-0_hcz^mjM1r
zS`qDV=3AU%)eG<?+s6cTgMs=4J0%FC#Wv!`SY9KqKng%mIWzW!eKEQ?oAu(<D#JeC
zsn#2i6obZ#(>zLa(Wq2C{SsoMTGtbQg?BttU6|WvC|t%Fdk}ZD`2gFOkoqU*2O9#7
zIv^#|*x-3FWilcX9l3AT=Y&+%z!pV>jas6d5a@%<x^EKVFw07CW1=e`Vi6{Crk(0>
z@Op{kNWH?!Y>(O_vj=gnB*t;IwTj!W%NC>y8%zCbBX=f?^5eAX(`xs%!6nW2O}=K%
zBz1LJqjEt9HyZn0HYsNIUW;RbKNi7xIlo}jY_fB_khLL?J8EnW&<+X6Z@4#nx`dQr
zmBf1txYr_#03x0^$-}+u2=`ZKE#A=YvaEVzECI9E-o*24uS&A2d&L#>y!)EoogJ?C
zvK*1-sAu0KqIY$%0wjDyCLUoDjHDAP3WIu_o7axFfqQx@ocU$;M7bq3kYs9a?1)G+
zB7j%0w1>9I_0Gdqmp;sd=C=yyFVZsqQWShoWLILp{qP01OGO@K>n;D<AE-{0oQrn3
z#gAc}*JI<(p>`^ki)2DP76wX-M?IR!DoYL?s6GF9*bl);CAt6y<Uwrn(@^8{M>U)K
zE*qb#8lun35(b58(>7br=!}Stq~n|0THm{jNt8_+-7|FU=~)eap08PdAe!ay3u9Mv
znfL@lkGrV%lU<n3k;t#5cJW_dBDcHW&*LtqaSl?g>4BLqz*(^UguC6|w^(>S_QiO!
zrSDTLoagfP<gOFf4DMU_mv8bBsmG2SFY>J>ne1$gkpK6-SZ`mUf4PWwQ!Q5`+}k_z
z(RsgbZZ_V~dP&q$glu^~54`v}iTEcSeY3P={>)QW+d$0|By0V_ftDHLqKl~3mo=xW
z^n1c?RMCenGg0I3KFDp;&m1-;Zo`D5?u^$DM%VVFJ{B%ruAy@GnG`aQcWMhovYewH
z>Vc!v105Lg7!6ZoMTcol1HlG5%@$Or`g84IVXiZw8t~5>abeei0r5@g!b8&vWI`r&
zJNg5xdhcl#GU&&D#3B{tsQ}24d%yQrleN6>C`DsqZ>v09PoGP$?Ii}KEmwNon31Qe
z$=X&XKZLQBqVC>63&E7#Ai((Qh|8ft&8<s`F6q}82ERnqe{9jkNG{OatC;)p>~8zL
z<a+whisi1D>eW*r<ng3sPf>s^J}cLxbU4dZdZh9P&)l9yz;vRh*=yU>uuo9VOMi2Y
zMbcXUtSGCU%3)MS`FYUd{?+9!MRhMQ2w|?L%fIG;7K5#1Q!(@E!o7{LqBMLZWJVvd
zzw#g?)F4rReISD?<s=YC)T#r5_{e>-lI#GL<DxmczRJCIDw=1du_!7A@>kwy$zP#M
z<Ra&9@-z9SS#tIBdH-D<mdF!xk9~pnBSQZ3RP7ms!dqQY9F}(LSl_hAL^^@}DE7kt
zleeCS&g))zA4;K94s{_GA;60CLTkT%XO0rQ&jXapIzP9D9#kI-4+z9?>9DL6BR*dO
za=|OQyjP_;(|sao^XHf6ggS{A$?xSdHC<3!#eH6&7Gi_gW*8T;Zg}sm>15Dv<xr9Q
zRI$OF=k?ftJyKShspo#$igU9Z`;OulJpBeS5>Z5o*=t5e#CoQZ7l5dayY-5nLpk~Y
z&Z}K*sX(i|*DFw{8noVIl!4ezbk(NplfOH|5BLet;kNbu`MT@6D4|xGE70|#(qxQv
z1PI>ip!Q#9W53*07iJ6`h49{_gT2)1agP2$<;bab`L@g67W^mQ9mGjFHl{|NrolzB
zeIq||PBW1Fj<?4}u2&a>b=9I8-#+8S@2Sdy3LCd~p%=0t`NjILmVB<<9#zNjE{@N|
zTh>{79(j8ME=No6Y9C(lTG!###&E95=D8^Db}=~SM@GQjmpeZNmiy0!`y?*;a(WHN
zzhmCQfH7p<w--0gn&dePvu=TmX#9%dPUdV-8poUHP7og40KoP4vR+sHeUcuo055W{
zqS;=n#Lh$CdrXaBQX^Nx{Jl|0D<}xlaCGsU1tkRFds`C$L|M3)J%HRD@;(`M9bIC(
zL68tyLTA=&nwhv#0S$jzh*MqlVSV*YF2KOwDW)y4{?$362Q7Sf(9Q3i7JAnNegInr
zn=09y<6hf+%oiT0qVX-}lkd>6i^OrSc0xFCc+wX|x~5lSK9+2anI}crsP2x107`_p
zKPI7`N?{X;QGrmQ$m=fp*XHpL{Y+DFjRL9N3xCMeyJOvBkabB9>yKt*p87d)Maw%`
zUJtwQyzGQe+-<ZsV;0ObY+dv&?#ut$Gc%Y}m{AgGk`(u*?*kx@3QxXxXvi_AGOJf%
z^-bphFq7;jD{fU!+cI$(ehTHT)4T}<WVZaI+_4vWf>$?Onw+qO#<)n%mq@o*-9Cxq
z8m(YM$Kn8cS#M;9U8@GGx?`-yYTm^@5e!w2m|S#tptvibC*qDtS{7W`RrCQdh}TA1
zpk{41%b+D2hnvZ!hO~u@*;KA}<xg{?m^?CH7lXw*)V@-&HBeAZ92bIrSCboi+D6<q
zYD}^bv44Pi^7Vdc3a1g}@z+yoOsxD)dkukiLjeJAX<`Z!0hq8BUm6AV6Ym<Me@}k|
z3N>oM;UnfR9X7I~ip`Ij#2}<aI7A1ONyC#=G=mRlMt>$1|LpNi-So0QUx_E|CP4uK
z@!mI!Yoq{R>30#r`&Cf7+PFq$uBjAd%V%K-FXRs9D8XOhsYm_%b%t%20?LoJp1FO{
z*^fiJi3gwb%pcFaG@#i8lJezdp&C_(2GR3uq8j`$Za{fbCyvBMYec>5?0XG|#ytmf
zm$Y1ew>(SR3kns{#w}9MXB#1>J%HV3Y^QJ<`v6oN$_6;miTvHxyVP#@8e<}6Q+A^Q
zp?0s99L6kGD7uB|?!VPHf{2<HcbBtMEE{Np+Psl_DO~KNM=cdlotQlz*qGW%+tq2G
zN1on`Y_&T(qU2g)mNVM9?RoakdDY%rJsHv7$2EHLa{UAplQdl%Q<b~*`pAoTGH!8H
z@5M`x<*E|g4S#ppY1PrgQKL{{mUx|I@iF@ql`-p?m$9tqLhXWFeD(7e9|dKm)pOK4
z+bR%KELC}9qu`8h>1i)ssU0JpxH9mMDzk4at+L-<m^k4Uxr1u(d)i*|(v1G7TPS$W
z%UOIq-9wA^6BQ>YNqOt?v6Jb+82v=2$5r)28yz2`#Z*Oqejl<;2n%;beJt;elDNRR
zQoIqAL(Lc#A32C?7y_sCa^kO<M`aX?)zBF_yp6%5(wET^0oqi>QM4jqI<}THEE=58
zRuCOXYVnA=?urKM^$d@&NVCPx-6HnxsOH^!Ljv{@l@E43puy$Akzd005>I&BPQcMW
zGeK#a{kp3zpe9X?8i#P_b=d+CkhOuTO!NvKkno!HLgV@QEsd1vH&Z+gl0I&)3U3Zo
zKAbci^Ni7T?%ePa?%ZGQ+NursQJ%#;1Iy+vJ8Np=m;G&@Wz;r<_V#BeK2fsY1acn{
zy>&?jdK8dp{aLVx#YRbD#$4_%+U4;EU>-obi{h^MzmI0A4w~IA^A-Q)!hN+yI)-JY
zp`pcP`nsLIz3LbM9Qxq!uAbrInZ|LOD3f5j-$|g%%dO(U;oQ-}GMF3vvI#VW9w>9a
zH(E0;?InrEb9|BNIuu3%eERA5Yxb6lZAXGC#(Bex|Hx790Vf0!7VOTA{$9=Q`2k3y
z_%vn<z8hj&t+`89_@sOI#c0<`O`F1#@T22N+?O9~44P#nC(E|Gd4ni|Q?>!TxO?0l
zXnDmyqhGx-$yfN*WjIGqr|?a@@MGX|56l5H7>}Gy3G+?XIY3!kgKF6(JaR3H!dPV|
z5rRGv%E_;*vakY>-j}}_s@4%+W%`Ynw!xgQ4g+nmuSTH_0XM9aZM2=&mo@C6(s|D9
z)_%=n1@=c6*gHyO+h?01va>Av{3O3|VNi1tSIiQtrupE59+>Fj);PE9&qqTAdVRv;
z)FQkc#8ih(>j9454L5opCFtkzF^Ai4ml8kG_AC}SYlx7qg|uY+fRr?z5^zAbu`R7`
zGA)hwzgt+_+~>~)B&a0{>Xsx^NpUZIZCE?Ir_CjVsPf`iL_0CMT!}20QB%b2jGraF
zF}vM%tN!Y;%o%nm^nv4r_;8@!MmtgXmONkwz?|149eTVP&C8GasH_O!SQwqa(j2V_
z?@4){D;V(+cl&*l4}N1>n6eGY(nGGo4>st?LJx+*wa-<r>fLK`6s({Fy#{c%v-^Y-
zi<;B6eVD!Yh-%?_QsJfFbAY)?1ZrHHChsjbn93*9@TAn^oPw<6=FVvV&N!aqT*9h&
z$qUR3AuD!Pl1bwh*kL6t|M%+i@}HMJkvB3~M#suH-wUvKTKcd8kEYNhPT>9bVbX1%
z)jQXuURwDLK7cSoXh>k9q!>AX-yM5E6W_>BR?-&n*aaBDH8`B{4=fEl77tLDt<<a7
z-q(ps^v!`w?%l;*a4VbCgA}?As`eD8NPw`<trNcpap^0j4*$hkhg~h^?T|j@I6h%V
z<a{92J%$Ef@8pj+JoPsM1?6b*gYLhz`f-$fdZ0&024(p8t=CCVli@o9n?y3c$g;IM
zP;Si4uh+FSuk*OV;97I`;&v`8C|n!LPQwu>3>*3cuju=TagpZ%Du%`{LMrZ27w7F#
zsJGSipS*;4%s37IcoJc-+Q|xg&=2X8np}l$Y<4hrJ&caQEq$+NV7IzUvCH9h09f~>
zChZ#5V$f|M3cP|B4vA%%>ywNF74C8IQVenN#23R^!wKU-pkcztV(jqe>#!h)^Vs^6
zrZAxF+fqck)I!`RRDBSE!=w2;E(-s3JVh#W+3eDH#2#<pZ2#;N`I=S*LToYcX+R3+
zwtE*9-`%{Tx<K#bqQDf&ZSe@^dng78DXZvXl*bjYWUqHl6kAMNwqdwDDGcN_y1Gy@
zcW}ZiDK_aV<Kxn;>7ZGVK5SI<!Z)MvOBuke!WRXVM<;M%#S2roE&`7w<B$8SfF7s_
z-3Liv@tkN~%K}kVL0Q>JS6~x2_`BF`jj_)a&wHOGJv_>un{n~4WEc%>eDc7qs35_6
zTbd!L7F7G8OGoj@68T(6#12<jKchJIE$BMYj(0J#gxK*}3eA1Q%FD;6k7j@NFze+3
zDuDB#uib<esQu<gjOU2#Lf?5-jwZ;HL7D)?cpJ0UxcTLF#n$WP+Lf<<EK<#~cbt*>
zC%}L(b^EMOf03r&C^n5e(xaPPx8=!wmZ>b|);k+-BWP-q=rTgw7ywB#GfPF`87W0Q
zY{>7c_=t$+#if%@*#UWbJI}mjDs>Ys87%{PU$L}g^0z1Et+Tl*$yz!hE{!1~rBmAZ
z&jq!5D}YS<v+g=RIH*wNB-qPu$*x@yeni*iE=?5te(W8*?tF9bxRT_6)yLI<?gW&#
ztlBbl7<ZhgvZLE{IizlpD!GxAT#41^wAUJg-Sbs|zi1X9kRL;vpk8H9%3x<a3sh&=
z_9QNIq-QRP4_~}OlsfE+ALotjYJx)XCzXO1=@i%0?QJVb-ZWo0S>5Dcku1&tFg!bq
z9u-c!1Obb!<zI!3X2h6JR}!(!Acnlu^Koy}zR+rQlm&IuvK5pkUy2vi4O~KOiRndu
zV-h_3E=pTGi|i9eG$7_8<X9?gNlNqJ!TnQLQ7?4y-}HPnIC#Bv!#v5FxQPC>(G<Xu
zm6c8wuK8|;((HZg@dY)5A5Y%=%=^W=uMx+^8qoG|K$)msmg^;vmnX2r?FLV*$7cQc
zIxci!O&*!%j9e+RgWuPcG8DIWclKgRJy!e+fl`oL_cb%*tNz(R6V}HxyFTv@remuI
zws^L$k$@B6XQhz+*2H@{a}(0oYJP6Xl$reLBMa!gH%81%xBdJ9$?fd|!Ng6sYeg(&
ziI+FU*|5Csc%1<dc<TGeF7q8p7ZcRVs}ivl%HR_`ArU)8@kQK&P7qiwt~**yei^rp
zs--36c>Zu^g3T+}(T!2t;!14v)@oT*dI+=n>m>g<+<Afn;<IbE9{G9&x^5IPh?6*e
z6V2HS;--M2uTB_VTxSG}uMaU;R}f<!X5zcAT7zx~h<ILncVj}movt!}T4pxh(e4zp
zHeT%S(swFa0qRtS=pFJK8tqmr+PhGL9)3;quJt3fl|Ca`0OIcJN#>V+cn82=EVT}P
z_$JAx(8~#{49`X0BSjR5$!5?kzMBwXc8jrpBC;}fnoa5h>;4v}<iE;}XYYJi(Yk^X
zg_ZG-G+uxz=>`{{&E?v|l4G~;n~nS^Keo4RImjze^#I9;{E%lu6i|pL+Cr;+R#Ikj
zAX;n!-;KR8TV;IL^oG$mwT_K&*LI%w!Q_*x6Rceh<4@kppvJ^D-`LdK<2xgjRtbEs
zgKCWqpx(HoyytDAUJf%L*g1tgtW{=KD%gPZV+(K+vA_DP#8q4s$~6dVkq6WNho-BJ
zYVv*i#BjqQ43Lr<prFzq9iuS_i*gdu$jC`ahlI39NeU_|T?3>;I#oIc3P>Y0V8DCx
z{hjweIme@OKF@t$*C&6;q@es8T%MIu1SJ?kdpTa(R@6Hk{QWtq){Niz91I$3I>v*I
zc!}A<mg9-qjx#%HpbwdpWhY1dE`D{{`<%TwSJxelzR&zmgZ1zAIq0YU<bd{Eso<l6
zG!EgM<A&Xh3(TfzZUoN1iRbrDL&aACN&w$z^smN>HCpPdo76j221xjW6PHxzvk{;v
z;Nf#qR)3_a{m7gl0)}?7vlPZI*>i-pR8HzA&YWaX^t@5xOT(!)`Yy`p^iQ+%KTudV
z63oBIxH%63X(L8XnY`abjR!IYGCuj~6%pCj!ULJf!!E@Lr&muM1Nmi{()OEc_ns>4
zvS8^zMV&e$WUj{f2*1|)jCFG^Q~I5=`8@1tgHI|YD~#lbyn`W-E!~yP1hi?11@TGO
zbSEiv>l1k11~By7k_kvJ)aCy0&$K6GH~;R6eL_MvB5hrNJCp$jXKJw5d2UD>7g==_
zvHFT8C~_(-K(6^Q*-Pn-P9-Jdxyu%bjQunF>&3B<Wqjo4pe8#09avnv3`vLLKwJ0y
zAc$$r9Kz`FH@DjF`dY6ta*OL3Q43I?))t!X%c}u@eGjI0P<TzICAEGbA~VXbjzR(u
zAWkv2Gnq(X{P8l*gF=Q|-|U513oeyU#Oe)6Kcw8CyUs_T<_VF4Kx^IW$I}BE<RLOH
zLNo4YPI|S$3zTYzK|W_~1zKtK56Wg#9o)XuVP0a*cgdIr6y>JHOb}*Vaj(g<qHgZ;
z>0c|8W#yBcr#WIJrDL1l#dZf;a4sF7o$Bodetfti4p$7FWQ~HcwPv|1A!nf3Uq(T|
zd9TdW5_+802HE=$+S~vT=GpON%>rFuZ0>C%n|Tl74D!>La~t6^b&QYm-A$Z9CzoZ9
z?bcjyZm%S5)3?2mhH<iZ7>ZXXeQqNy(LBAEmf<GbLQsaL;UHP9#(q#Dzkwl=EdEkH
z2j%N>?l=3r<)vhMfXgdUq6y00U!T;RkYF=nnJTsLMk|juo;6_t$<NY#)CohS7SImD
zJ^Ez4=K<7#EKg!Rr3opyCtbyzfRxuVs=qfF5yb^`#HA$M`A%Pi$?B~#1algIsn3RA
z#c28)SfXW)2Y*8NO-dFwnNAX$Ao;)SW?@DI`DT`&_0#fQy&(U$VM`|9f!edvf02As
zuUlUuL4tf6DoOIJ1<L6&H!=7U9z{#YHNN`N6R){Fe{59yG2@|d!3Ti{Io0LIs{++Q
z(cd{*6Oh&wp99UnrEMX29sQmx)uz8>xMP>H?Pftio+C_>=TqwpudCUtZ#zxO<Im0o
z6hdHz{Z3Z$3u?hmio{4ZH-H{1^ckgTmMg-N&n!kz?Xz+~_|D-WzYTpU6KqxX#j+)7
zJ3wvFsgx^&9VL5H@NG)>;RD?x?g4qsm<aqaqQvRvr*-$hCu{#gC>ONVlo9pnk&L_?
zu;Q=R3|nPjg^0_d`$+Q-v1UAo_n<Y+eDqYe0x7j0YLlB$2kL_vG1l;4AXrD=?-HNe
zfeeEXO6oKyV)-MD8JhN|@A0}+(VFmB^=zFN{2*#HHDgcG9Bd;`oxi?M%kyzsPxNc?
z3|kJDyk{1ZJ>(<RXf~sMGV82rW8ZUnr9oi3;m3@fjkt}Xy?dObN?Mrsg4{j_Yj~mZ
z{rFz}OOR`<QjV5uEabMuOX-jLK##%)lUaZN_m%Oj)cg+I3Tuox^g*RCGTKjc(pE9#
zPDesGMl^?CyQ1$)G)b*~A-|S<sNgPiohGeIK6=SqLJliHmNQ1ueif1h{uP|?Ct&9q
zb8&j>ka-~tm^3>uHyui?dKw+r+?|#O<@#_U9?JK_qR*%8VTlD^T+-a1hGWL^CXPMz
zPkhxPj-mz@1#OEy1U$5;ILYmR)p2wSOR>mdVC<%@MhMgnr-p=Od9D0v1c6ntr%k6w
zXEVj`)iK7Z%%M#wt{?`%_>n0Cpds~plB_89&sUcT=%~4tvX9bn!Gm1u!F+>F%=+xC
zFfmaQUi?X$wf3-0mUR*l-6mU7+?OU*)zCqh0xI}ULI`t!3?vAG5kDc-i4q1tb3Dbk
zU5C`{RNo>=ujolB56JLRFsE;KE&KTlYtG*L_X5?j%{>1as@cVVD=MnKHH^l?JV?qx
zv4>gLdw<{z6x&+Ow}3{%iRvEg)t7@dzUZqYJ@S#F8Hbl!*d|2RBWvctc-qB#q)ZTX
zo>Sr*^W^$h)H)Tpy#(}~FHUl^D^)`jcfF5b<~oa&_)`rMc4ba(R}2gH6|rHn$s17I
zaVyPiRcTa~jEzkQC#2id>yOncH2gQSjhA0LHHenEh+%Ab-0pnj!42Kf4B=#}@Mjj0
z3gHX#!f@v39toz_Guzv4j=?h%_BCYYdfDQ<NTX8dHEnJOeg|#`8*ZgV?3m&VO{u@B
zPwB6AJIsm1=&ctju_oiM2Wq)ms6!ZG;UI|EJdNI&4$D8o%BTHuY)$K6Lt$N^cfcOu
zw<Wbw;(fp|zUXAs5-Z@Xar_KpnR)v##q?P@*!&&J2gZIp()of3x^{GRAQl0iBm#%S
zyX<G%^XelP9BV#?MeCk&rFgh)`jtn!01~;<W$H|jn0Sy6<>;id9CGB-@{}gplxNg?
zA5<uYlmy~B4R6od#I(tWm0nJJ9hYkJ-ofl=iNi0ZI#7iv&gztct$aS*-bRqwQ&?e1
zi$GGbw$?ImCmTW++A=(-OFgFYi;HYdV#`{hOQR2A>r|h5y{kDk9q%OxxMIIhjGUGn
zr_(FCUnMS29bWK`{cL=EceF$HJA>cgBCX$G2kkTQq@!S)5A{GfFtgZQmnD8-XGY`f
zdnT8UIY+;@Le8o41r~pHU!Y?gJEu=ey?^Cq{-<8}7j!;2C>tI8$0+-#k!UjOgs9R8
zTIfU@8{cBfkbdsci>PS6LF@i6bTc*~?N__>p|o=gT}V4^R06$?a3H<D8Li0G>i}iE
zjdjHjn(HN@>b7!C8ynnF=?|nwZ<Dh!vd$5%$owP4#w|Rq1?x;7%b$!x>E@aX)Vch{
z1v`x-#zxq$F2dl3-vU#%osKPAjWnJZSYo-m{Gk8FPLj-tGe@TT#Fs_n5(fnCy#KG@
z8FUmR2rjejDfGU7&CHdV-89QLVo)@htLXtROE3!5`@BspOw87@e5oY=;C+keVnwT{
zMqCu;hR3YJFEUo&qbbIx?&DUBDO;l-Vn7zK;*!A0l*~*K4tbehsfO2qIw@9OtcwC-
z&C0_zQsATY8yT<<G!LMMs3d`5O5*8}*9wD;*l34L&C9(j*qg4}Y!MI=vjB@?qjJW6
zFK=x%t!9}zdHMi$$u-BN<&$9wzOL{=F*K`}U@R~*P%g9nas%y2#@;gDWopWCoH-e^
zY^@J^SDv%wF&V#zp!fpQaw(a29WS$LRyd#%&l6GZ9m?e_Yux6PUl#X0o_W5`6y};N
zG#zD8txMOLo7wd%P}P^PMaxKh{q%a6Q{7fDi3DjF_%3U0WCi~TNC$Fy{ifxU^qfdf
zf;@5QPB<aslZKuIHK6>6(r5*(*-g*}<gVkrMlukU61nug&~>Z8@)h!P`2Ek;eefyq
zOXc8iUZ)822kM559ioDLG3bFUQDQ&Ps8)`n#1%BOrgB)n1@&|Rtj$_0Z*X@@Cgf5n
zr+6+{xG4li1BJ(c%X4er{wkXZ`4*`l{tt3|w?oCJlTlT#IHwLk1f$Ez$7Bj-pLY&N
z-v{5T3dU&;CeK#c{hW!oDda(Y{BU1ut8JvTEVCH$p0Zz~coEmqL7;hm2`6v=$3Hiq
zKspLK1SJ&|3qg|b7zPATJxixqG|T&J(4H2?nQ7MSO7=whkY0fx!0*-N9*{!5u~d^-
z;Ilc&v~a}%+n+w3RG)3ycsfpo2A5QcQdblUEIX#sHPfa2FKum5A-7@wm@;eohKS@*
z_Fzo+6-K}NHc@DZ8Rf%cC2=-bh{C_lR^F!{rsEQWl&GK!m)3UxLxsz}V8KdCKYJz}
z=K6q7SAIK$buz}axs-PQU~6ow$e5M>mg4T9;k`SY8$3_ROE2sxAzrzwm$Y!Mj-FYc
zBm^KN1I!rbVPussC=uUrpKN-}7jl&i63?Pr!m~@G-^mlcdlI(o)SoURc}nM_(iYm;
z&PhB0>1SdO)c<rR8Y4dEM{733(8g+|?N^lhAAD;t?cA>I2@-8EMNp{`wt-|V&B6ZH
zvTW5+U1oWo6*sBQ1SzQ@L<weiw7+g+l`S8^F%_o7r;H|hDbET0)2d;vnIeoVViEh@
ze|t_eZ`B(QZB|}X>!oEr_Q_h@d3u(F{+62Z`qU8M`9)6drQh}klw=I;VqwX$R&`+3
zcZ5fPymz;MU5R~;CG(S2RueZRGqaf-KE6ZC=(3a)p56vGZ3)$b$KZ$*ET?kF!1eC^
z9k8r1%hVW5R^nHQSQ)lg^K|8Ct^yTqhFiXa*^>^(!YB=K$KRi}f@@^W#TNy7GkojK
z<QDrg>{E*nb6n{kPL2;RuhV-+X<tLrHmhYO%Al*yyxfOOQ~CE+J<`S{+c!lm+Q0i4
zDEYX8wyPAR^RLg)^62;qqoBIpM=7JBlLA4v7SWu(yYW_X&mx&K`#5_KQdhrs6XIDx
zzM>DtC8YX7t@}c>abf+DU$pNvSQL^fEo4w2lkh!R=4cfF+X9hPfeuH}RX28NR$^q|
z>&}8ONk>O#zYrQpN_+?4VQto98o8uZ1vZXZHzj-RnEesbBgLk(3a#4lrLVqezEExt
z|9B52j(^^hR4CB2(et-Q)O}5raZID6R2+N;S4+6E4;u&P4W9W|q~u5FSrxU&^}S8^
z2Da^nmw4zVRg}?~ewp5V9Yb^el6A1UNd<BQU0>`A7va}0u*6=LHp70g@8>sdsN1t!
zbOq3rMukDioQd@#AGz$tokQSzZdnY1jCZ|RK9(DulSy?-AdRjOV`*WIwcB)RsA(Es
zXx^wdue7oSP>8-7^LHD1TEDupQx#S@JAa~TKu2Y%MBU^dr*v2uPe509l)Jv#Wle?F
z2$yuN8{s!P<K}5*{IQP+&ETc&2JIoZ0UzR*yg5Q#A3s7WE_xl{920UyHvK8LTz|vT
z?9G36lDLDu?Zf%@le_y2N0(JVKEbLS3N&l?aem29HhE`}8o->p4Ndp59+8x-U|3Ar
z%I0X@4<F#t=dov4fBz`2-?3qs8*StcQgVfIHDhn3MIl4Hgg5*B8p5^HWU!z5sxC4K
zSz@oMCCLIomAfw4?qM`*<#5l2QSHl{|49Lif&A*Xkgl=zx$f_uLf~T%e`>w}+Y8LK
zHI$|){<gA$$zO7DE&mZZ2mf15ne)b-BTqEOC|v@=0*)6tmrPe<@aq~{hq=ek$F^j9
z7U$Rp@!kt+>p%Wzp!aS$&zYge*D|~zdSiEk^o~!CE{WLO+m&!Gqua9F6Y1Xrv1gMC
zE^Ks4?adt{VsCdq4n(x{pBAg|(@Z6un_vdZ3!|=|B-?}3wm_TJx<ilwNZ+5Iw0ZJh
zd+O^y#ZOu23F=q|IpfKfuEfZMh!iYyH)%>nq*E&%fR1jo2$`n*7tCa(JrgC>_hWgT
z7b_He|6DrsT=%3$(ti#uEficu1nwjuzqisP_{s2F$t*P_g|*PM!68z23OCtL-jZH`
ze7v0(Wq7Vxkb^E}V@MzN^Vo`8v{S*&X@8|C`i4>n9-<8i%AA&Zw@Ar3-_Ei5m%OGA
zgke7E`0`#~)tBy&9mwK5U3tX`IYm4#{U<Yl*VU(MqlYjKC{(?p2*_ct+kN)1v|NQI
z&#%~Iyy`LKtoX=*bUmPo><p?@weO2MOzdLvhOAxs>EC`Z-dh`=oM0s5&CHOTsM*n8
z%;pujqDTj#{f7gUAj<Hpn(wB;OB|x}exsZw5}M-5_HDw?+JDKQc}t&UAeZ+>J)Buy
z36<Ql-1|7yM`*6sjDFeK<}xH1;|He~Q@(HNYfQpQs!s@5TCbuJdr!IqKyEIyv!svX
z?m@&w6l2XCiqsk-#1aMTR<9BqLqvT$n0aRHbQ5d{r5r4jQR=gDM>fJlvsy$D3<Tpu
z+Sz|@-I#WA3Bn~ZE@x+0pk!cbG#v7sWOrfIor`Lq3wy4bRne!KlF86WXD;b9>nAOv
zAM!%={OkOu0Us9J*-Azs0*(zek*gi(0!0|N>tK~FI((j5VHd%4i-oDY2r+aE;~7m6
zzuD;jp$F!o(<Vgww&xB(+4S2&3|D*jHa%%F%|8M6{5Y0Te*#{U{xR|wcWW>B8Y;{_
zE-5XNK%Rn)Q$pFi@7+?Gf~AR)Su~P4P@C)t{<L-J2I_><g)^`NB)d#n9a0?tb=jBN
z5lMP2=jr9(L(MeFLc#E^sbH6mNwT0x6M}Ndc8uIcS<Sr{EC?MhQr`U#r9!5g>a)V*
zSvNRUuH!1DL8QymGgdm51nf7)=Br|UNRpdCJTZE}S)t^+yHqW?AlnOG|BWEGQERxL
zt0Fg-Var>=ft00?NpJ2J8ZlR{0F`CLsle#c48}@j7U(d<Ml`<aE2N>u<HNVeSwpjJ
zJLBYVX=#Ibu=K;j`9H~{t|uOy?(3ASqh(fDI8IEb%4t^dp?-JDWD5<%s5b#I7)o=*
z!9v^ltL^D4rK^+LA(I^LadX~)teF}+3)}N=vyx#4P=zR7b*Vq2U_jxNkRU2<PsKJi
zyP+%j`dRBnbnP33BR`Sf<(Bc^*2;PcHaT3{;^Tk1gVGY-I`V1Po<7Dlhk3C?<W)E}
z7ulOzg6?I{fBa=-ZDH*8;ptzgu@fO<$1)kg@fKLXv8aFmF@SQ1Z%uz!jvmV@tWyt|
ztc>V^?%NvU1Xf8>WwISyn&XPOQE5(3Uy7XFkE`~YkZ&Fu1X|y|t$|<Ij+jyOh-6!1
zUGA&z>v(K#W0>4}8U|irzb2OxwiQ?sZ-yGT^3+)@uh?`pemHwN9XKl<Hh&^86l`ON
zTZ2mp*R|AFt*=iUmrwT90971oTC(_vXbg`m65g7vOg>dV>w?>IO%~11rQ~k0x~E1^
zzHqDk>Egqo%|{gvLM|_K#JcUooM1A$e11089@$uCw$!p<N!xg&WCC+hu4qCtmPb*!
zgw~<e&Iza?Dnx_4sL`(fI2M-38?=5YY)+MM-@7=F^)nE$3}U&fJTA`gEK6B_fOEps
z|B8bn?^3^9aVY&?s&JWNxPQC9?mkbu@*;Nyr<y<B!T^rif+F2NIf<jpH(32p9|U%x
zZ5ZrgucWeevXGRMhfa0xkqJ<R`JSu18{G2V{AZpsIoF64N38n&r!6%n`vPhqRg(1{
zt);Q9A{`{iqL*)dm5u^9&tm#pdIt$X{zsHS3GK2yf5!zUFR~Z0Gy0X>v|bzAb}^8n
zn{u3~`$DmLJ2B?x>tTE8OGZPTzRt^)c0YNo?^EO<`rRP3>~b?^fwW|Dbt!nCYi5Bv
zjL=h{DdHc=bvmehOo`Hw{c8!=XvYrHefD1Y!Y7E(MZjH1p#wlmXv$=pVLuSz%vJZi
z8--ktWib9=>Nx!^`gl|_&8#Df>GZBMcs-49FXL_<fkD1vI2(^O_l;EwYGPXt%Vv*R
z_k{L8_>txWB$PpIdikg9bG`TQP!^_hkP1z$mYkTl3Gz-IV;-rIm6APzcp64b;vDSZ
zy{N<AzrxEE1c*)Jca`!Uek`D(8#;JW<N9jb5X5z&x6j^YFbQ4=KaDyYhofTT|J|lX
zAL_ZCZu(qv)|CT-5Gg^VQq~TCUF#BU$mVQg)~eJW<98d5i`S{od^Kn3dviAsZt=9g
zKPH=u7ZuVLv>J7H-yySwQF3^%iNYBXoqV?Q2C1Q&iRX)mFtz!S-xz+t%{HwyY}N)x
z%BrCh^mcRzYUB=kS*}3ZOv84-Huh<%pFnyBNYYs$=cbb}#g8D~C8>-xOsv^n*mZ96
zwCNej>t8Nzg~1)tMlZ9RD`Q2ROI_+qvnLbL|3hD*3SnGrvMwomN5YxkA4cPk#FvG<
z;<W7j0`zHcowdqo2ZVl!|8Wq7Q#FaTV7{twC~y>r!o@CoqzZMi1rV-|DD%R^SP%us
zo`)5L8zVL?Ei`2N73}(|9kQKQRByh7=vda*tQNg@zhc3NgVc5>p|>JDKzUAy&eoUI
zp1TXLXdqcwIzJ@L43myJlYko{e&wND;<SU8IzA-~1#DwaiHE!a&uXbLmlp_cZ^RnS
zeZ8AlE~t8EyiC)`ov&<h3j>MmtZv!NrP+ujL^|LMmF1tcT<uX)K2}0%I>%(olGQ8+
zq&AL#l9y-vcBK|zeHJj!10NIj!*2MiUfamgz)`VfAJVq1`nH(>ZD8!#T1>+aKG-f&
ziJK%AnID8MP4C2msw{JjI8|J^AvE<9Vph~o{&)?mZ#ooctJuM|;#+l;zTYX|Ju2=G
zj)_2$2pRS0D-wsD?oi(>65as-j-f{v&t|>}(c+;y()!2XEa#b|`0=*~;+Q63KR?kt
zV_ijA^j#LLE*3`SV<Yc9HfLx>?Hu8#PL+9sWX)L4-l|Ub)@pS|8jQmWUh-}ovt-4f
z6OGR*X3}}&4PzFIs+Q}>@QJT_X&BCh(^2EmPTa1Nh*6$SMhK+ul-rW@YC;Q8u{pY5
zo3i%!2=)y{T%4D}LJOb)oO14)3Y{hHFhj>0f(lHri*@OO!O<uun+9%Pz@`U}t1T+j
z4G?Nv4GDqu8n%p1F&d3*0244cODvovlrnOWkvif!uQq94pq;VFp*a%AeqSwiviBcw
zz(Wsmi+eLq>L|Xlpv+Rwzr-lh@V*>%?We(q3_H<xgy0+&w|uXS5F#9uNMc|J(u@02
zslms;K0lZqk5Ujg)-EWJi9%aa<(#H)a>-lq=ehnVD~l>gd{oiI^#Bj`Ely?i@MYb$
z%FFt<W@KL7>M#{$RleK`wgeBAd=|${*P1k4n%!iP<G3^y6v8ixRf-F3E#NQSz1k6u
z?UxyCE3?Wl<2y3zp=-B?L<oGSZt9DrmjTgJZuF0epX}w=>cZ(;JZrn^nS^`>BD60|
zx?kUF<KTUXEMpP3j_Mmm1St^aQZSs;iGWp!x$X1scUMty*7MC#OOn@$DL=JRM4H8d
zxB3H_1%^%;eFaZIHb7h>r3iGg`T+~-pNHU=7yq5ZsB<p>YDM|u{|pg4aiFP&nvLu+
z{_-3iYO^P%oNdc@ErupYE7$nzqaSYNz9cbrVj*!4liubHX@XJo=9&!FWD1WXhwuVj
zcT%Acw`b5+APG8GWAvLAN7ndVZ#F;B{~pnhNWl#=$D7rye3ixhqY7i>{|=j=E3sX9
zSWfqu3aW~$y}!)#h0d?!2g5V<7wm+b(u=VI*NxV^HG;HYe1^XD&Uh6xErb0vrcq?T
zC7K|CQIp9|{f_Uo$&GxZlDGimBiN`_4_W%YoUE;Q0b_yQ>O*v8_wzMR(rZP*7MnnL
z=(@gQz@%2wl^&|tlnNSIumjhkPqfGPeGdjG7eKI=oMD}3gw@@@6MNQYd7TD9x&{BN
zu1QUjfno@Yq{R$+@Yc57hcnhO7};H^X*z4*Vm2(E8P>_(D#!9FVggq^Pb81Z!Dxnj
ztx#wov*48k!tql+zt)?9z%3}~yY4DEC)ot{7}@AWG-Oy^;|jks;SwT8Y$dJt+Tle{
z-wU8@9`6wzh_v(Wyz)EvCq$P?@X2qnw#P42as&H0PVD7MVH9A^SLP+fP`X|5MR+!X
z<V_4KQyUvZ-JBwr^27WXA4!mST9YVrT@D~au#L=@&!1>%>^5Jxw2~&CdFlbwp&eAa
zr4pBv^8j(Mj@c0ub-><&`?Y5-T_qx=?<s|w{kX%I@w;eN!MY@2mG-H{D|;{sJavCH
zFR5cTNhi|+>PE$FjJA07Cx1T)Co^;#c>WY8wjD^N#(>#Tsl9gZUct9NI|a*DXi^AI
z!9{EPi1e5efTbx_Ic`^x@z|>SB9JZabi0dl2M!YzlC<NgI)edm0yBZ@Cq!&}6Fj3S
z$J7#IrqzFk&@2InWg&Vmga}vpB@5_4lRl)x{@3UDN_)r^NNXo!AS_g2#qJ<VCY*0|
zw6UFH_}i10*pNpcqVIE|yCP^Y5EPHp_2%%SCaVT|UH1d8iQ&En);+LLM7FBuD~Ick
z7GZo!QJe_A`&t*ShU8mb`ez~S+hRjB`=h8*x~$jVAb`mb?Qwt_^n5gR8p`?O&ca6Y
z+HMfbYG$-p7%84LL$jMLl>C+FbSMOFo$2l!MM`)&zzuOqi^2UFPElUoi|Up~H}9M2
z^7W@y8I%0*|EwCeFZB8JQ=i+rTU`y`P_+0CN<KEH`D{<_8)9`)Y+j8N8?aEZ(SMrU
zEwN|BCBaow%e-*K5++OjFOQb)rY%HsqFibj7EZ-2-+_wH8$#kgY8W3MjHAJ@SNd}A
zIo#U2G^-J1YJ`tbiYKwFe7-cE9*yB0>Ht8B7TXr+4l&$fd#}t5UBBe5HJfV;ynSym
z`9MRNr!dW261(>W{5~fszn=#%+|LGpqBxyZ3%Rq=QsZLRpO$!AM(lJHUG^K?><SHJ
z4i&s%Zgo4Gts)HYmMID?Me+wz@OZDc!ZtdlqqW0_km=N&e?+jbSJYe_i1mE8AIi-3
zfE>-}3T}7BpXz^qSeehf_Ml!2j+zYTsM`u#6*KtMh>TjBJ|0QQT1timBM8X5V@7zW
z+w0pAUY7^Dh>^Y8@=GAk)(qXqbzA8&rxRP0P&SjFvmm6gwB2!W4dbE83uzaIFrDXo
z?|u}>XS29uVVJ8Ct=+`wOXr)cbY<_A@1F_Fl(vR{TD{HtV>~4Vw@VkZeK<(B+al--
zjYTDq$lNs`xQ~)CxC?Gk!@$BtLj<k84^IyT_f1^AIdva1t1n0lrs1V)wLWLwi`H!-
zP%^Pc1KQv+@LTL%nl?nc%Xv4Qbdn?t3l+amN!%BmB+uEZ-Rz%u_*UTAwp!s+VIL8L
zYz3_}$>9n3rlwy(yUCj&%1L7&ouz-PCM@zyr%$d`YSwaGV1nb!cD8~-Z6(}i{Q0YG
zE}u1UEc<?Gq;LGmm(t4h?uOpVW?`w1%=I(CTU$*wWPo}O-m%Djx`lyZgL7@ex%>3x
zXx82T)RkW6Q4Mt;3cddeq*6qlpYbdloz{qqoLjU4(r=xo=y!RpM=u2H;R=Ed@?W-$
zHXAKey;L?-iu2ZFfp_+bT6J6Cj=&okIypi$m8TxLDD-MY48DAS!|-6fK@s*SSK|`B
z=UgYRDmk^P{`x}7wYdb_EqT2bnjhE7U1dy2A}d-7Ze2t6b94dT+hT0o>D_Qx<di-Y
z5V&C7o=QJuf4}Kc<RA$pSS4E(z8SdF7N|<YcOw;Y8_ba8JQlLbs#2nP;#PLc`uPc6
zX1yt;F61(&SRj^j<hP*xI~RAra{b>!LVV@J{7HAa!W$MzTNWuY_OvAT+d=B(F3?Tb
z=DT=YC1&f^?Tt*jOp3>>g5{UUgYWQK(yP)7hrG<C0d$8h{qJjWOsh%+QO_+UIGH9K
zRYD12L(tL^i6H7&fWB#@(ErJt^&}3}XBWHRtqIDsBAap?CPx_4-^Z34$Tf!=_Ph7%
zf<yYq;RqHpzZ{&6XrT#O!B7PMoRRy|y7W*;zb4_+ORzvWUyo&zd0CtI<t_A?M(~9_
z0mMKO0>W%QzTLqw>DEG%exQp|7^V;kmHw0`x8&Q1nGAYWv#nrZ9LcC{j3)FDT4drE
zUNL2QOr8QJVE`B%+WY34DsM}~BB<ZP$Bl13?(D`jEt&eb;OLhjjBL?T`v}99(t#yA
z@>2aZjbs@CqEgh@XhbAJt6jF!Q`Bwc@#KCeHq*;GG&*>96Ig6h<46KomA`swj*RVx
zMW8q84;pUEX+H)xzTXj?>gE0#JMxy%`6g>Zbty@}$egqmplj%+Af$;)@-+%Z$SX=8
z+BQoH2@8eh`_z7!(k^wBQp>s9?ff{JW?s4%R_R>%6oHuZPl|4G=y&nTyfdY4tBi0W
z@|4Ryj^;<`D^Arg>T(j(x&kgpXr?zcUUU775)~8fQHyEJ^Yz&qPVR5_H7h7_f#kxz
z(xvl`0d1mezUITp&8V$l!NN{vyt>u+#W}yNlRy{W{WTd;@sll<pqJs6i1@Xrtp(sD
ztPm|U|9*E!y(Ft<zcZf35a|n8*ou#!5#R@oDzbr8pp?nL_&d&0U7KX7JXJl*d(_xN
zwpPI_8IA%vtd$h^*DM4}H>noB5Kbm(Wr^mK<@L7fQdomU9N?Z^9=6bU3IJ84)fHRw
zlcga|K4^F^GpijI@X_Df?n9>Ru*d7kmERc-esB6Pl3v4_wVNJsI;1vkJAu8Rh+`De
zOADUpW@(L2RG7QXLEfo_?|VzB7io4S)>>6*qD!;w3wCn+HK)%lPdczu|DpjQTxo(#
zaaQscvDc24$!uw!5>?`1`T4pYNCZcZ4FD4NndD+z;&;$ZAy4g*dYB}1(qf!O6}l}x
zEoj;>mH0kG!KSQ*W&)=Ca?#|Mc+0K!ix~PGgUlUZvUi_cE-d$}0-$-Db?>ox1TK{(
ziZyJ@;_bK|ByL7BEU=V<4=V^E4z<u^21;%N!I_b<pz*g~-S=iKrsh~YGr>hM<`Y(<
zD*)#51=;n9%1S}hp@31r^+$C_=ir9%{)(G@uS0M361}b^C90D#tWb#=;Y%cdS2?(5
zv53(xu5af%lj&<CnzxZ!QsI1vvRhaqDZ@5eU*uChRX8@p5@edwZxSnfAxeZRDS561
zhNUebGCNZ_<coW~sx6!IyGCjvV|Or2Ii1ev)13haUNhCUMBp`t=!MVHKH#dbh@sUD
z*J{_q^Z`U<lZaTSpWx+t*XRerdOFX}gLlr{KG6LabLMyM`}g}onW*|7j2*7@4ZzsF
zz&l2EPbP+^=JA&k!6v0RMST*nCxq>zRd|`q%N&>TmT-m#z+Lkv2%al2sP%OmsBlu5
z1I!o#0}Kx?n!=SK^ALT8h0E7$d%86qrqEYMGm%i425&wBeuh9TlFzn7pai@uYk?94
zo169C6v2}15DSzd`QB_Z@it+B2S$@D;`Ct1wDEWYjjoJINSM3T61!Z{HI&u7{rYEy
znFJX%+ks4>-`7V=7ncM~pYQzw)hM?`M5RJF&-DTNDGQ$9Um%3*i(X2obakndDRH^`
zrVE)w&RPmlX6wF<NTU)Pf(~SWLP^}@kzw5Ou)&h1zx+RO<v#zL#HKE-03m&nXdAAD
zj&rMP`kztseJR(SK`G!8fy66%@Jo+B3{LcfT%+aUa_4gH9e`W{<}K^M%=8e>g2#=2
zKd}ms&_TSVA1HI81zCmT(!#eEn#gHN7_xvetg#QQ8ZOgr+E2Isyi88bv0UydZ|J*(
zhsOA;3C{WtjJo5x$7f+NkdIw;N{Cnz_ksrX`>k*khmUgsd?t(KC*uaV@+?T2g}?@*
zt~A?FC4<+*G?NchVaCM{3i<?{RS|Q5FFER%A#5#Q`Tr~cyaDI3kYOAZw79*1$v;rk
zg2Pp%IxORJb`-Xs#(i9%EQGUa>PMediq{Z?-Lj5rwKIl#VhzZ)Et-efGdgC$#t?+~
z;E4Ly$z$Oc#qitmhtk`y>sBkj?DQLVH)Y+5%Je2+7hsovzbG+&2q5f)iIrFObWJSM
zC5>>1u=~l^;*V)I-fv1RIK|}D=906oNxm6Ag_t5LODV{5;(-cnK$>psANNg&X_R^e
zG&7?>b|$mko0^$E3Y0JW;3ZbC;~J8DziOq5QCdC0e|tL|sb#h-?kB?gz<)c$T#kp>
zlw`rzMXgj);Eb;?q&AX>b*5phI+%GiEt54a10<O9I^b!u1~dRa`a-mb>MZALrrCkv
z4)}Nw5x;Z#WorRgGhHm6fR2-+odZH1c$b1eD5cc<_{L9XcS)oLh@MA(|GFGMc7&li
zgH#*k*DHPs5OhOt_&24kkyhBOF|q{b&|uyJo0&Gve54^Z^iPk64x#y^S`#2*T83Tw
z%ouj1ruah-(1QFl``AE=vu5DP#M7j=&f`swNC-2*ELku2X-%%SXT&8-lRKQL0K_>y
zF6t&UyVHU;<<fs*jY?as%2`%XEspeYjQ})utzhjPUmdnbR4I(TIs>xe8(7AT?LW!<
z)5mH?QfD`oHuSoWF!9{SW7RTVVn%NjC5G(f@leUQgEUW;?GoQ!XzA)RJd{W)3oM|?
zl8amg(H;oI=2T5?d6@m1enKF?|H2i|)r<po^skCZy<v%$RK_9O;IJzIJ8mYfhO#=o
za9EpK=im|`o{LcU%9a@)S<>nf0zU`$J~;0nvwD<W|C46?U#yK%btIAwKg;ehg>Uau
zSg<B$JA+Jx%CuS!aXbk(r2Wdwu_sfMgyc1D;vD-0yry*R1LhDWKQ@mk7i<1H0-ui#
z_~Ok#fu@L5zx*@wJ?(Vq8$NJ8m`^iKox64sJJ9z!jiDQkO4;G2?ge8kMNT0=j((`U
z0XJPny?;}t08iDdV&@^rMOp7j(X^BpAbh&J0zPIh)OO%)w2Ugq2GAyH^S+S!Iwg4R
zbrdJ2uWdwqmvs^62Xs*0TXV{|k7zLBX;<Gpn;2^LMr`7@A<c3}1*g0Kj5s?-htF1T
zU;EEyPdpDIAU>qO8Fn5g_M0~F#brMP30LR6Y-U=D8-*^``0DkU`aE=?+lc$Fq|>R~
z0<^ytKo75LxPSPU+)GXqfV}{@`n7t^s(pW3?@Hi$k%Rr+h2SNNSq<46rS$)fzb)&P
zJ_TvI!?#&}J7geo&-WWB!aRMW!PLR3lb>Jo?PZusn&AN3riZkR%Lh<uI6~F{JgQDw
zP$$BUv|HC3=kE;3X**eo7NGpai|`gRyFjd6&VdVx1msrg*bW@2fs?N1cyHC|PmeqP
z>_mwqE1OpZN{K2fOD59ep=gdlUc>rG1tr*{k9Qf8Wsgc=ek(6FrfP~d-7A|O)fJl9
z@+o+`OTA|#6DH$>6m%Xb-<MB9aHC+TvHh>XlO};{D(8L3wT0b4-MpZGI^w}kdL~kO
ze|5y)#^4Sg&=eSv-8omckij2%(Mw0UISaA)zq?h_A0!Rx2tD#cu`?R4><^Wsnpwf1
z^U5%gwVz#fSBFnA#o7Wf8OP@5sm~h*c<>sMPHd46pegc}E9QONZD=O;cK`m=)>6*S
zGbo;6qzZRaz!|07vU_tZHI!KT75(=#J3~X{y;1omNB&SJ0W4$w*8~Na0B_ka{Excj
z_IxB(V3Goj8}y)jfxP-mPfnRJ=pL}YW=GV(2Bn;4rZN*6G<dHPjtVY7viNG|{sALW
z+3+0bnKDp|d((-Ha|qD;E)E2v4h1>nMiEcX`G-zv4M`SUt_<+tO{F{;CCkRZe;W{g
z^izJ@TaK?R{Lybo1Z0D~eQX__pNLd*DA)6^PxjbsTICFz#;a<Gz>a>(1yidCF;0`+
zvrB9I;S@&2vIcn^HZCc=YwW~HTgv^;62r|L?HTEkTJz1RT%He&)X6ydV0B$dD{)O<
znCYqWdx~LN<__6vly8n@*BhO>A2Vv{=^ZOx5UKFDrCpX{5qz#OZqw<0nyf3+wR!d8
z_kkstFN^3@8)nmXtQAH*D#vw9H0CC5<vdwTH!w9Gg~)ApM_(^?TTK#T?HTzH!db`4
zrGK*3df-6C8+>j9e!kv{;yVBvj0t0j#^ZOhA)HZCm}E`#CkHS}%(fLndcfm4025pD
z*;`p!zfWkcJlE|<LJ?=hPb$0B+M@D-Jmhsa1rL+k>~BuIrc`p@e50gP-Nv_eJhw)J
z=I5z=1KkdLlLkh=!Nzeidm_Q5sQ)XvU7^fU{$%%YPs5!HaScMMSIpV`<J2Q-Nanji
zbkOWZM&p<AdwJDf3$rSiwFyun<G_(vu(bf9JVZE2Z~+CfrI43zDQJf;C%au%=Cj%b
zBjyM&M>!M)DOh>mY`b%=6%b1XBDz%c!AsY3nZWHN@KYDv&%^%^%0<YJ2L$Cf4*+oD
z1Y6EA6FYO-M<Ao9gUlY#FB6Vu>i}e82rU?txu$XD=~sFvxGqM&C6-6>+z1|b56r%s
zuP-PtO-wWx5#<xicc53e&EyTrS<xkL>TyO6{%y3S2G*LUJ5G2_8SK<czWcjga!0Ad
zGoX2;YIk*wel~Bw!9}-t^T+89Q7&ye_}4H5=A2pSI6dMZ;cEO8YA~hJc1W&ct^a4*
zZIqpqKhu+1e`x8&TnWIqBGB)T>fzkDTY2cZ0WgtH6~<uZe#oCK2E|$kWR&Yt)B#nh
z@)ZdCdCr8xo)T|}VMmWJxTs>H$`WlsvN0A9RpFVK1b)}wZ2Nl!)1euAzexL^2gz4}
z`v_IWwofy*uMXt1V%yYzTbKHMWj^Z{enU5VMOwjN(86kWKZGBc>R17~S*`b7bNuz@
zqiG!H5LA+i^vTJQn?sgYS=(<9d`IP|r0e`=R*Toamm|Y(B6hX~#)b`{=D~p4sS*(S
zcrV#Kr+FxemUpCPsBxzyRuFyatQ>NK_cX#0?Gs8e(<kNOcHlKUUR%IWF!N>LwQqX?
zP@v9+u>8`NMl$*iSo%@JQMb2eKsEx-N~ORa8Mmc;NsSQ<Ppvwt1SRBBw3JB|0|*U5
zaih&7M=Ept&)rT>G)Tz!fX<|pq_`?|Xz9&#@R~ed#*4B-6W(khs7x@@VAEglZupsp
zS~wc9oovZVnq>R~`ijJwVJy%w#^wXnc3fWO%WmAa&%pi7N<Z)9L2u0H#~Y{Wg|JQ%
zGH#C+{%LVx$=rA3EN0uvz?!%<IaP9z<r(Wql7m+ZH2+tY@4gW|Y5dULmRN=&VM%wE
z4^K2jxbCZDSLTcRnb{ZDe9Da8HvTrX7PL|NswGOs@&YpaN&U+{AAX`zcF@UZ)3fJr
zD&3T=5(-~h*0Q7ekCU%MWCZhxC#9a-+%~mxlj-(bb6k$B@8CH5^7P4KQ&ake5(kYO
z0O+eK9Rxx{(eCVG%58MNxUAbk4_1a-A&<c9aY7+_eaBpXpN7?4_vui&|0l}^^GApZ
z#+wz%<=O{n%s(e3{n^PRrKVrxTFH+O=?kAfwEH@eS3}g##gP#z7FOIj_2%fYe(3f+
zF?9W4@{<Z%>rEYt4xN%-iBd=zjJ%5~Xj!(A66J}q;OIzcCG<*K;{_u>3p2;dtabC3
z<4z(ghvDmV+w4XxW`nf{g*XYS9EBMk@4aus5paGqFLd?-;T>lPC(PfmzOstG%YSu(
z6rFeKAk}JRRp;>IL#YEhMZWEOOTR9#`PKdF?n$D|vmMIW$fyrqUHT{phdJPsgY6ye
zv7KRh@neg579IOZ_*YbdigIzNu;RMlG6}YU)Pk*GhclCxb}?3tDg|rb^YN=Y3X?TR
zwLiw!1OUz0DYggF)h6ppSt9DrG)zrVfP`LC1bf_=@5)16?*ClJ@4z`z`>v$uKa}h+
zN(l@Euo+N^%8z>zR<Zbj%tnrityg;Dc5$S580HE-(HngI-d;dj*`BU6q+|FM8ivSs
zy=@%*8DybN(Ar4YE#ArVo(qId%)*M=T%Fs$TC)uT5VB;r4|7K;`_0?$Z~5|qv%&u1
z`*g14gN&AuLdqIxEoe8D4(x?9GGDD`+B~14+r%x2p8Ml}amLCWF-CuneY1sTeCZDr
z`eh!j&1bg-YQHuMYAsD4$FJfGEa9BpA?0uM@C7>2ir0anTvucX88aI}&xsSDYgmJ%
zL8;f4LLjSs_z0yY&I<O2F#o;b(T!CE+LvRx9VS_FF*=)M{N7a}VF}1S&R(p#m&2Kv
zN-(lRlb&+|uOuAaI9xLabJ9w}t8Cq@8Q!a4sUS^aF#r2wz+qU(ZtzY*e`PK?*%xqU
zoWiIU9)~Ie-p|6if~!f}%yVll(3*26e~Y~12;2(-k>vb5lq=uq#-AMk4NdjOWKCwJ
zK@nL7MK|61&~1vpTczWmV&?UYtJ^2iL<s?+nRh&hfcv&zs!O<h><5&YLh$d=IQ2Ut
zCcDXM?MU3mrv38-yP`&$!lP(M)k$NKW>Ww$N8KBJ`g4%1WX9yM$4sj0r3$L~Li1a#
zD{RExZeOyCz_t=@aTe#mGKWg*G!T1u%W3A9LtaJ8c!OLJfS5(Z95wtoj-xw+#4@n`
zHM~b-_QfiUA<rf`{0WcOVU)VqNwboVa58xNiE}&e5t!eKtIfKUSfTHL5qX><$Dz2<
zao3>T8Y2~WryW~%{M5DU<51rE){-&EUb82)Tea&c_@_>!^YsBml#W_goUoTEQ5&TJ
z_Fn;j(RWGeMVS_LI4$i;+r@wJ4_>=aZktD6Sz1Elp#!Z`Fj5L`G8~De1hH~-#6x9N
zQ0J*g^WsaqqGsAUApG}?Lb$^VTm6^b!D>=_N)^oZRwU>c{kDuSjFWt2^*@0WDJpec
z*xo);6Qk4N1s-Pi*2qWa>Cp%B(Z&ju+MYVPEbcF+087n#pD&kW$Du4<oiplE_;!lT
z+C@CnC=+Bx+$m?b6i^LE^naf3X+0)osrX!cav+@e7Bt5V2{GH-4ES}GHLAf`S&oYu
z8!{p&5Vng__>NIie}^2iiDzKHm_G1u;_Lsd;5t$9CEkS>;5&ld-#i+xnb~KBUMj{~
z+?8Wp0%3BtMps!jLFpC7foqECU+`A&cJP{1#ht}Rz%Vc#Luvv1vn4Qdkhygzy8w0Y
zKK%Cw7tMyHE{g;X)-H!(@isv<=_X3ITC1M!aI>r($LjaF!vopM!Gh!|n>;?>t(zjS
zhRC>rEppDL4|fvMZx;ro@lDrEb2DrNYXA1l!rgW+24h8|c&vKw_qtbw`9fIq<L~bh
zTpjBy003-UJC$UgD!nkR*$Cnu$M(+8mAxo8==u0EW_)fCsQvXJ^FMru?&>+-o*w~}
zC7b$+3^C{@K?aHeuM)`lWLOvsQ(t^%FpycY<bw;*4qlCHDS75GdG{-@Zf@u^nJ^z>
z3<<zcO!4&jXmDSt2PmIYgOE#CIMV^=mRZl^!0Tph;qkcW0FOc1a22zbuU_eg2F7|F
z`Z1c3)Xq6YM&<4M5NfBTAf9xFUZ2zR^c8*&*4ouG{<NQ=4B67zhJEPI_qi-o?<ebh
zg*4q(jtZ8ZdA{N)Lb*}85*5JeeX6+k>sK}U1Mv|aYGroq8mS9eAcPsX`|VkDh~h5P
zG3G&apqAkUe?cTKTa+>IiB*yZ`F=p~4Qf9zX;YlRYsCd6t`+RI+-M(w92h3*o>Vw^
z*JB|g<(C^y#YK)l?YaO$8I26+yg5=5ZVM3gpe%^Kkwm)<_)~2Qd|A&UN8p3P6%Nm(
zp-X8YoM%r7&3E<47^N+NE7!Hha_;zQ%#(+T16ioq@v!%}Co)e6%5rUtWtXV>pNdJo
z`1?cRM+Z!VOXT`}Gn%E4^-X=|EcQ~?iUlH)Xm-p`b{nLEh-r#&Q|PC-Zu!6<il8N^
zoCn<dspHASo5bvXUSJ}Iz<3-c$@S$Dk|qy$yssZ{ninl)rrF`LAAbSKI40%R+C3vm
zS&OoehTC`@CGxcK245&&O!bH<cSrFvye24@5MWlhuYmFYd*E05rsdUvJ9q3eUXksE
z3+prwz5^eI<^JpJ8)y#X=@u?5NJJ;zI)h>Um+|gS`%UoQ-+XeecqF?5IjFlHU%C!Z
zA8fu_Rt1SIc;b!k9?KcGe-IeDk`9ZD6I}%6R4LJG{C;<^oW>X0CjbuJrQa{+e*6y`
zYu$GRdalKuypmruuH7bkx`{7KkO`nt0A=#;qy14Qy9p5mpgJ>NdoEZ!VcT`FH+A2e
zOk0!P?JdPM-|-VSqX>oekD4HNkja5UU_C49{<BGKlo{sFw~~wSGXgt{FQ~E<gqw+n
zA#Yz+K;d`ZCU3vq-8?-6YT*UnDm`-Z>+K@#kJM}xPwJ{%dIMod?f@%>5;4CILJQD!
zSHhOJb_f=vuui6^%}q~UI)alnxGc24V~#&G_ha%K?1x>XZ?dUP2Emx3wcS{*PyG5A
z(^>X)eo}L_Uzn_R$td7wR#!{WH2pAuR7;oLyCWAC;GM&QswQ>!1;X@RYwlBr!E9wq
z>aIN&PSB{bMAm4LZoAgAF6QTa3GyD4R#%E`X-(H2IH!i|ynY&nl}<rDH1Qb6NZwp6
zE<FSD`3*<Rw^_0?uw!LWq_*x2_)w(1DoHE*k;jroEj_1Hi)>UC*#fnpH6%{n$)!a`
zA*Q?Rlow{P10wWm@n2#c8l`P*ezBzXcbav`!54H5L)xl$hBP@RJbUWimhz=Warz`_
zan<Es0-n+`7J`@JUVz~xMgRy^l-K7AiW~UR`+2%t$JT??m?0qN4BCY*2w?N&Hh}U(
z;^<3sA%Nazq(Z4!=G%k^(mL&c#J{jmB$RuNJCc0iatrWG1xBOJk5R!{Ufs+!%nxQM
zzw~8DT(Cpko&}q400tSQ+FR>cL`>f%$JPA=S)+Y@vzz5MU+?3Y%e$CNJmaHdpQWjr
z;*D!9I##EN)#3Shk|PF0dFta1Z>|<8wUqQMFp;fgSi%oM_lP6)t--}W#d~zVuOx2)
za>=0mM$)q{ATV;05|xq<Zh@8%wO$bH@vOXMpr!n$wL!7TLVJ1;ZCcA_DL;@Se~Cs3
zs5}$;vzpSldcF|~1L61w1K%$d|E+{~&wqN;u<^etjB`HooXC@czNgVqM=3ViyfXQC
zw*x)*=JG#!KAjiTc`S>VzY~>d6rYGoum*+Q!QiB?$!`w;m?AQC!M~$a#-hEP5yL&E
zpQA=OIhw533dtKgH~?|BxNLd;Z-%~8QxqFUq|EN0<_OKo2frTaO7m^qycg*YlHsOq
z{tedt5NHvV7+m1UGuUo2BK`d&@X^w_sPa}JBo2fc2w;iGwkDZ!AWp=-nZE_pn9ti}
zB0b5L_Ta+3Vtm>Q?b;YU_82L)$C{ic!v2xfrd5v9^FdFXChuNj(=WhSGPnVp&EXH@
zpWWtvQwTo<($b2a+K%nMGk2ntvd0ReK1>nzuz9VZyuZxMZVC!J30$oQTm-zJ#0?(9
z&*oJS69nDUMpD>p94?v8;To^oXMNII>+2mMgKPtmeg#J>Jwa)<FLgnB-lp%J75@Tg
zC^B67UH`M~rt^LWaNAeJ78Gy~7&dK#NXH7B94%I<(+xHUl;Ku#6W1S}EkL89nEd9V
zc-N1A>grYoT#niM@$sHq^T14hS51F<`p#lsWfo;RAPIj^gfAH(sBQRl=+)>y=!0~d
zgp8m5)iQVM#oz90NRq0NjOCitzf7C!kqg-Y&ngLHpl_S;_sC6~d{&nki+hroF*C`C
z!em4SmtXG59|ORNN8g%|uA;m=T;LVxKwko`MWZGT*7@N5b54WI1M^5FBY`W#g}hc{
zn#Z+yJjS*NeEqojacHk^*36KBFcE}?Jmf|093X2i?9<^YZjfn=Ig!bZ*_bN&uY+Rt
zpA)u8WAB4lS%u2B;gd?NZPucnkaJvHkINSiX}#BqX;=9jupq2br$oAw>`sAD9wy4+
z<K4tE$(Wriu^%XA8-#VqHLbBCuDd)+V%ELELU9*&-sz-!MnpX7EUNU{;oO+zwbz7&
z6XY#y2v<}?sc=zuF?OofY)2PyncInlmtSA*ns^71yW`c>@Ho3EGsgazl+d)T-LS9O
zTboyK797GKQStkU<=p(tGv#YbVwq(sNmL{dFWLr>Tx4ZU19%}P_>cQ25ne1T=w8{Y
z!{F>cEwA9lH5a}OPng!oN;kJ<KyF7~?xLeUl2x(Qh&zfB@4waX)MEInaqTdiG>?+L
z9WAF?{ivs~Q*opE^@zqu?b;(Csi6iQP?XT4aeqNHi#a){wcsb3?GZp5u!XtG1UHM|
za$1GN+7;h7N^+8rz$-h=z$$N8f8-u<@?KYr(QSFKYf=2v>C`?66aY@HbV6^{dp2dY
zj)I8BROx`z$P5*>#I-<?!<GEiluo*5m*-;?eUHAG`LVOww~XdKWtVd=F}sPqr3S4q
zZtoMQJq&c1ZIgTwg@?o^(E1_N_~clP>Z*mzosT3&JN9?#Ff`w5$&KzTci^Kq-zIu3
z=Vb|%7Vyi%jbyI#k%?o(anFB#>SK(vS`#q-7B!CB!nPl0uEw7{`_s)}9r@WG!|NXH
zcLXE=sdLoFT4#>nbu5CTuCwl#%@~1Pa?Gaq7`0(*Fs^f!c1XaetkctM6?}|AUXUkf
zZzKc@;dyP7{=3O>XC}}=$k18W+oU})hTTbo(fuLynWzp@L#e4xTKQAka<CXs3HGa1
z16{*kwYq8Zi<4hekA8!GdFvMMGL-9<;})3UCaT-2O+Y4J$MOrQ({=kzzVPHuSO=lh
zy6=gBe`EDw7ufY%m%Q@0%P*4o&IkiBA7=9letT`ZgD-8cL$7ht<a1u1rq3V>;L0iY
zK=@`8^B}798WC8UQYsV9(;ac-DujURp#l;Wxx{b7@Vyr0W7Uw3<7p5zY#(&I*oS^%
z+9SKLc}D9;!#p?}a=+IUfsSVn@uJ>4ZHB@Ni$$tlo}Ik91Jo1hU{)97Lae0}i%HFc
zsNO=#;F7~J_8A%)`K_jP5FbZ_nfY*sCN0{6v<E~NZq8t1%MO*2`X($DFNuvK13nHM
z2D?Dxna5+c9*F3|j%A2mM<8oGj^n(#B=+UQ8~+uVpw5d_P``q@|0_Q6x{XY1iB0E7
zXfm#Ud1>ly*G50SY(oD8I0kLupG%Jf*E;8(Sn4*>P8H8OEXIBN{iY|V$hdamtD!Iv
zgjZ!zV2r+m^ITS@P`;^evONwm;h$3%e$^YmVXi`aeYQrElZVAX6={f71>whfR{b#L
zO@e&CD1-{~*rm7RVHgQR^ZPC3LA&;-zqlt*8}1l`ZYAfaf%)wA2-TJ6K~ij%pFKfU
zvVe2A#YLNEMts(0ZZf1dAC4@(u#`zN7=K+s0XL~Cyjy)?AY2?vBv7^|Eu9mcf0W;D
z1I<Ep*#Nfxptvvfd$&(!Vm2u2SuGe#<j;DJ#?9T**_~5QF5rgUYj6!zWb1{5x^&`q
zmu%7r!O&R_$`5l0)w!Kco`k0t!bf|@`*-MWfizW9f&XLgEu*UJy0&3Jnk^{;5*s9?
zyBifj1jLO+gM@TRNY_SM=?+CoQb|El*mQ_U2-4l4bbRYXukU_tFRy33@4s)1@A@Hw
z?LJv+oh#;=am-`xY1FvbX>H!xh_%AO6-E**8R#b$=!!--`IE(I#)?K=A?m(fPI%ed
zJ1U|cqk-b8is)OAr9t-C)ZOH0Z*#7mg;(h?g8U=HeV=V>KziEk<B@{3*)%)jmfQ#Q
z&x{WJzE=JS2t!H2%D76%_ZhH|l?ZPvz1e;xL${xhZUW+-p|n@N<`xwzNZ1>O+7PQu
zRI>JV;frIigK#rH$X%nTbpNVB0YbIx2Nw=O)J^ZLm9nk)J7aA5%Y-yvFnfs=?YL5t
z(9RROV3-4*!C9Km*(1vRYh%?9Y(WgT`25PUYHwmpA;8>|B)iT%cyUlnU3t3ToGGC9
z_EC@nrHEtCC-zTzkZx3d>uVCPL2{Xt@91}{l~15rfc>$-2ZCVQRo@69E|-XHX&C~U
zA#p4T3Adf?Ia`^%3BMIr+s47XCjoe5In*P3gqFVCrRYmZ-n1S_SuAu0|I3(~MOAZ&
z&$u>zB=&>rhTe$e!38!lLe~~nf7r9i;%na>M$TK&Oe)<cZjdsIdKR(ZfVpV5bw^~#
zb1B>|VAF4zG&%?5f)DQ|x6gyLE@9%<<hhUT&j=RZJ$kJlnjWeR_c4fJ*G&2F*lJu6
zkX1DaBQPt8xlc|GS)9K$#8%<E9h|O=;lyiej-fWAbVa176Di;0URCl={|>+l=2uHT
z;O0D|zqW~WTNVrRDyA;^mCHHN>KGTrNv?`xqn~4wk|mWV{Un^!V!hS9JE6lGmC&`a
zwlbEGvhI=EW$k2Yy`Su6I`?h6`m{;B|F$wUNDC)V7>p#!FHfPVqwyO>SEaJky@y9f
zqAm*1b4Jg&AF!;~-P1cx8lq|%%c~)rtG%~11OQr`-wae(3D#+AglDMd{81WGOBsQ5
z?U>ru!6=O7&R!WxGMG~61Dmy{YRLDKRe;fAkn+eyZSpwY>Gd|2skr9?F?AvyzD9$7
z#h8=LQ`(P*1bTb!F#eOH`MOR7)(EpvT3sU5fNG^tBH<9DfCA3#$NE-eYk=-nJ)cuy
zBQqm|&nbD!Gsb<6Qo_j+_I1<_Ma!3IwDHQw55A)2SiXItn9Z1`HWatF0zy%vd#3<C
z$>=Ga&S*2!8rC7b*I+@e$yr!AwYB%Y*%Wx+Y=UWztI}eIvxj@|Y)H(e1r}OgP&W@^
z>IzWJJy&(tWd&3)@va3AvadA|g$IF5(aUsXm`m~I7J(?E$evOf#+vetW(#iGfvN_g
z)TWYSpma9(1V|z$v_9SC^cy_?O@_++#qNoGnp*t5osXsj?C(ci=T}Q!Ds5Gz>|&Is
z8O1pyKX_+i+--A0EJG3dehOz<A?X9)JuOLW0u1@23W}H$fkg0&;|>>j3L`QevnPBw
zSbDQ5RLa~y6f1X)Xe1%r%2&j{PXJypU4`}ambd=#kHL-=iMrMrwYB?B4Md?XUD=6P
z47a{XxYSM3gzidx(-Iyro9;AS<S~|x8jZn=`u5@B#xwv!v>}2du9S16%}0n%wNfG)
zSQ1>kq;^N)sNF##FPAr+`-^RSrQKrJ#V}>=t4VWc*iDsxWibx-b4}<W7D{lK8tL3O
z^cYnWyN<U=CcJmDtM=yE1P*G@Mt~t`{Pd(^Q|MXGW8mh02n%AiigM3Rp;C=?xQblP
zuo8`!ae&R+)?^E46BT_0mh2<RB8Xu+DjT(4Q%Cj|glonG<kAVI=0C3BY&`6F4?NLt
z>`vmhMs6?*%IA&xH&mUEdA_IO(n2Nk3_WVawV3Bts=MCYj~_h=gI_47=e5HZLB5`e
zG?~c99!z&(7PA&pT3?m6tMr=y7ZE&<uDuMU;Y~k@m|6F{C+pKrI<fsRk~w6$ihEEh
z`GUGEI@Sd?CjE_9&qM3(fe+%jvLg*dYs%S8cJ0x1MVirs9O7y$DtnGK3UMLxj<xo;
z{lnMXQ`oiD=hx`gYUf_EQ<znuC1A=_(!ZNT!aJi?YdOC8Tz`V|B}i3+dt-x!+uY8X
zh2r*>POC{Xo*Sq|LAJTZ#!YBPf(+-LYk1mMBKY+Cf(iim4T&XJmw=4#<MliI6qN98
zZFg6WcSp0E4BFZ+qaq1zj;5q~P!LjN4hgUM&->CW*NfXvVn-OVaC4V@sN3(-<oo^>
z#6XAaP}i(6NF5_fx}Z`ZEA=B@r{|`hUbrN)2LNF~DG7kO;+whizHw2<RP&R~m*UQm
zcDLh=HRdjIaO3tbmNgMdTrFDpgc{yv`!2A0OHuOmTRd4?^t6yAgym$oEz(O2$Xfx5
zl~XN^1lJN7+dim9UWZF(d+B)OkTt?Loy^xGTy@)hRV|yEqH@?27e2FG%BcRm{+w6P
z@^vi-hVXJ`*wxob5$-dLR27E;4KZy7z||Axti#-4NX<5^7AVp{_9einJ7wX<R6M<8
zDa6N4;y<;i-RTK-{}eH+|0R$%rge*fR9tW&=fm223!`c>7dFAZ%?2zB_Akk{jY^yG
zQ&XONWVEx6-!z^kZzwwLugvUQb^r(mokZZynDe;G6Tqr3Q?QdlXgsIbjNRViaL<ds
zFKg7`Ch7phG^YV=Ps=r8@usSGVa52)0iTrIoU&jdU+Yhlypi2@>|Dg`9D<u8*XE_j
z1u6wxAF+sD!;wKT9Zo!5E`WE8JCq0|&~;)0WT$8gp|p#9{?_v&uKjM$Bb3Yu-#7G{
z!?o!tbuIvnQ9Bv^o}!OK``Dj4=aB-+Vdtvb9l5{^J~QVv_W3CuIo!NS^=pP88OCmi
zdWWykp;U?AZl(8j+gMeNC#~Jb+kI^NZd)nGlfd86(|I~Zss4(#xI2Y%BzU&h)w7iW
z;0D)>5)WmH3jB!|J~P%gl(w-XwGeLiy+R2}#S99KM3iToL#oP%>)^%r^@*E*R^<PB
z&{mlyB9+?;cPTos%If$2G5;jtw4cwPM-FWyt=t&i6r~JrD@nE?apc^3*t&dUYouP%
z#iJhY=C@tpF~=^0yIWlmtC=5MxadTzdsMPVhA7$Hcm+yH*12kIcuyG=kj=Zo@&Pp$
zFC-4(xaa`BqPpe{Ow_<(QLfaK_$QJUH{R{Giil4n9VIFQ9H||iazp;pLWe`F>CKy0
z>4_!6_gAJ_9>~ZGJC;ht;Cb4*m(-b5cx+Y9NYEA49w<xFx!R<kix?CSfATGf&m@PA
z-F((<)kJHN>Gk$})qGZq>eFxr@m#l^6%vVauE%rtUlx=YPsQ&os_{H4;&SBfFS*A?
zqsV$iwPxLpX8vxVQaSUk#McIk31CuDOI&f~Sp`m4OSSMpsU1pq#rAOz?t07MOZTtw
z5_%^+wV;>_May((x0y7~Y*OTO2GAHv6!L6Xj-qWY!vbYgftx&J9o06SqkPqk^!unq
z(LhDoppC9T#fbTv&dpMrJG0(1Rc*VEP8+;cXPGct$FpxG#kxv;;HqWW@a!0m3hI#o
zHIsu6acReJXdQ2CWoNC|gnz<w?iQ12UlI7w<Xq?W@JO=vyLUbuH}%tt>y<(Hc2y|M
zLq^)u8sz4sYqrlkUJy4BN~};y5aZ?a`Jm>B*nilDGLwCCys(wnI6ma;z#1-~YcV_*
z;pylItDHUTtQX!)@KLAr30VmisoLiJ?xkxXW>Yy688S6r$yGkYUu$Y_Ih*7nDV;wa
zO4ToLIQXg4uHkTNV(+~y4trVz<%sugF5vB|yOP{~<PtXV;R)bmYjx)ycMda(osJpQ
z2)`$-$NjLBZM!O)&(mp648c7mAmlY)7T2TYcr>Tl8912V7PTH$lt$A-v#V3R^}bKQ
z6MK3aJ*`9Jn@iMaHpP*Qm7mz51fV1Cv^WOGk0Rn25Mq2>BC9b8r+TMj8JD^0(!)qB
zVB8*M_dzTcpVp>^wS-2O5ifdEOxSs<EV@{5dF#YYZEJYKZ<BHugoCE%HFQsR0WbNU
zXPiWY{AqT|uo}FRrrMG<Ey9jk(#1^j#O~EwJUPlQVf!Mx($ODiq-D0m&_vjo)PoqD
z8xwYAr9~XHZ^iQ(lno}&Z1!i@k;^cC`r_`{Uh6|Iw#Itvy_i$h_O}M7AIpP0NK8>(
zGq>`n9!C_-c34(Vx_fxmdC|b5Zs!w`wefvv9Cf>y5sRX*w8@3gd72m7^mC|ribfWM
z3WH>#O0t@*<+g5{!&|-ONYqBkbZAdtjVIG`;<2-5)|l9CdWs9&_(sKOP|v=L3?Qg4
z;lhJ&=(f0CD59o$=P+MO-NPaL)pFZ~E?SCchsT!;7UeXTU|Q%zmvk)3?z)+fqAXgY
zXnT?%QL>6Kn_<DgfYC5=rHGcpyAUT;`*T4FJ21ZdMlpxlp8U?FGolUt@@-I^XL>$<
zW}E5|w%l&#4jTMOFOe~@64cHO?2j9xYIsg_ZdNlto==A!zvwYbzEhlLm-^A|a!~+q
zXj~jHW`}uj*Pa;j_@z-(Q%|{Zru}fSdNp?G(xubw2ic}`4$aS83YF4h9bz6$N%~H#
z0!nF085~;InS1yTnR+&>G4P{{(2ACC#!?=!jbF6y0{6Sm776d(ZE35?M7DHqj9lDI
z+M^rBueLb-Lwp_Ch>s@L66=m;i*7}{OvE*gJKR|%<9ToAlRXp^;u}ISC^V*{pvaiw
zt=)Q4+&?jif+C`F;hil*4A0$W2^m-Eh5&goidSN7ug>|P?D@FIv0CJN)I58x%~p)3
zl1se19;%;{cto)lg{t@=L7_>;!L4d%U?H0o%73@u!Rg8mgKw5Z6tRz&6BAE1F)TCc
zm3JImzvVwzf5a_M#O_iee7MQApFj}q_{o7JIS=lC`~4FRZr;Ag*}b7td}8*gp@~L8
z=bpZ*-bkZ^I)}WKG#9JMvM>pu;fh5S^JTj)B$sPi>={yxl7a~PJ&(V@nwgec_)r$?
z6rICsqYQG9sIngtO=P_<l;_dOnHT7-gKV6z@WeG;xR@61<p{idy&OW_kv{F)+jzJ<
z^mfpN29IbnvHg8XxT9pDmBa(#A~(mzE%6>VL<aHIn-y<{P^@2jJQa$AyD7f$42K(j
zOL{=)>CXu&g3weXt(tm0{JKL?9bVu;^L6LMZLx7dS)X2SUc+L3eS1XFTX^~%ivqRg
z^dTv26itNt7nZ%-OS{Ip*^$MJMaMO2rQh$*4owN{9HKmQj<l0$cCGeTT1*ib*@)YQ
zo;C0aV^6DLg?&p|t&R6B7K*ug{VuDl7sPBQyoVC>@^(whEgf#A-P8|R@-C$&Pfa}R
z?EB<;uYG#hN!o4mLE@4@jftkAR{58tRaUg?SoAx_y6==dI=86&mee}q206PQXdNUr
z@7U4ZoaN~j5{sJ`LeeW$SX*Gfbq$-ogfU2)v(O?|8HIt5DD-ZKXt$CW)CM}`4XyeK
z#gQp)HSqg_KDr;Ab`*_U7koI=IDh-WCJ!DaxgmWO`ko%2^2k;ZdLmB+{CA8{WzrjO
z418$!{`Q0X3ea0GCw0Z#g%sDT;NigHYIV>=`ZOlY(=qwOP3Vh1^%zVJ&P0B6#2x5+
z-n~g_sBuIB7(cs(t;oGU{}H<e=;4}h5=Q}e*zp;7n9#sE1B^))g@?GgVFW;?lYoMS
zXg<Z+I;Vh^<m7wyR|&!~W{$s){Om=zK+k>hyzoM(?-HnQYj+VH@Y;9MANs=2pFeM~
z^w|pu!f6tpKY#Y04nH(`B3!8jb^d=j7kSKkeRhr95B~gG7tE?b-{qi=9W-+f!OS6U
z-mFdmoz#1Q50xB$=<RF-vpit>kG{4FA;2uQUjvg<RqDT-0mhdJ3<^eOGm2M#9xHyS
z9C(;|!#xkYin=idwoG1r!<aVczJ4O`@E`t$P5lHs*j^W=tpJTv8w@S_=FLhvFcev3
z@QsGA6W^aE2Kt^FJY0(2lg$oRLX!oIy8Y5<mnIlBcs-(jU+>@5`=3YZA2;Vj*`O`~
zbSzVzd?5lJL$Wh*^(P6F-idj);34@%&Ugw?GwKqO2u=sUB==1$7M9L-TXYmSarWlt
z2d{x6c|&djknDCQb8-?iAqS8k^pstEl>$0Of83e9r0CY)v?^^q%`7cjwL54pnwy(H
z+;W7U$;kgYOcN>2-|zso0RJ2|3?G<VM4*Bv3Do0n()Z`b^ia%L9=+JA@M_*WWmOhX
zImd;s6*g1_DQ{jvV^Oz;j$gqwZ8&uNQm`&^Yg3x^q|$;UycjV9%2+&4N2_^eakqbH
zUe+fTms3}p;v$c3bd_t79wq;y8*@*sdtxQWP|&gbZ|Mu(4F(m`^rw_|zq-)ZM25YK
z{|^lVNpQE&5=L;bljvp~Hy$8RB?1K)-r74<35K5uqv%{P+5A?N_iln$H&gQg9;tx$
z@864lCQzsq9lhyhE@AUeO}qHKzPT(gXhUI)bX~lNJWoBx%hTMye*>BUb09nrR{hnJ
zU~0NBK-cF5OgeGj+zk*NC1|RpJjt1pYP5npDu17DAA4f(g17_}+_)XFT;~Ddc=&+y
zd*^js!Z&l`KQ{<;9q?Pz+`9#hna4*n;Uj8g_+8V>Ya#qb3OntgBx0P7Ac5_}#d&w~
zKQ1TeIG8y7lcI-*&fI&ep3Ylt3I#j2{S%08Lqo!Cm<V+9fmZc32DGCA(86GUi+pp&
zhd~eKg;?yKF!}SXB^yY<`9K2>R`J51U$5e=TVXMY5;dC8jjx{058WNtC8}Z}nOlwf
zd2lcg0O(oswX666c3*_@#EinkH18iawjjrb=fW#)-p?HXA4N0u`T^Hz4)o}A4se&;
z`*;eCN0X`kIS&-~13W)LlM&#k1cDl{s7XCgluF|osWo(;{OPiNUW+D2WZkRv-cf1p
zl9kciTn#$k_r6z(L~lGY$7#54gVE>Q2RaJ*SI5FiXjU$v=Xro28dGPI2oFF^Ultg>
zS)uYHLb?Rw#_n3GcJ%e(sy}uFIzJ_+pD6*QfIG{E4>rEJama%}y5WM~qz=sEXs|8q
zY&Qgx0rev}DnbLSg?Jg-WCUPQ;DJieeI6KSwwk^A%Ctv!GXxFvH71bpyf9^?A?!?3
z`NK+&D0nY*Aa>2n%$|u%6x=V7JW)Z*1mr0t?TP^5IW2Vm4PS*Kfv6g^J`MzwfO&Rx
z`O6hBPA*dVBf0kENj)~6crl6~)=N6oPHoZTD~bDtPK4<Fml5#%Kd+P~kL(7czh=Uu
z_TEFPz$XkFeRW=^vJ+s;soz}g{csCHgO-089FNj(-KNmlPSNm=BGi~y!hHnbLYt<Z
zsPS(ya*NSPYuBNH{AtNnFUtxU=Wz;z5-<?S!`<gkkGk05tBq?aV6*$=K?aS`tyLt{
zHWvjrN}bVg%Of?6v0lXvEDz)#TLc>^_f_(h>`n>>qFTy_UyB3X&K{J_g%k<pPy7G0
zp1%$63YfziRHM!RH1gjbe@zO;%C0p3Pnytgy=HQP&2DT<k^Sds`K@vMXl0;B<uav2
z{KG5%HoMQ?0;v++pp*Q6_P9DbI1;ZT9i@No_P0U*`Y78DX<^vTcK?Tu|2y&jw8;NX
z{GWFin6H0#{6C(qe?`qdiM4-a{BIY*e?I;zYW}}2YPgOr?xCRx4JuugL;PH~e=pkq
z?BCyh`&YyH$L;+8W7Sf&8COtH&>v)w0&a&m98YUY%l!B!&e#5AIkW4fgOY$5Zo6w4
zz@UL>C^y|e;c9lTrcn&Yl=mS7)<+-13O52Wc_I5v9*T|<JbCgYqqbHWDTV6}*}G76
zYsR}M<1^RBZ)<|cMFTbn;C{MT2SB@I2fOQV1$u1RJjZO?caVJ}j7xcBb}m&7a!^7&
zwiDA2l>lf1uh+>@v0-!Y{aL@L$F%@8@j|R>EpeE5JtrshizC<H-^Qn%V#0*UTI1zq
zu9(LOm8wGe_1=_d8JC^`XFW8gX5eXOyW5WXWy{E3!zVrf{DXG!A~w2`FV=wfCnq--
z@59p{!Lx!@ZyKxF*xx?ZdHnOW&))slk90$<N|S4Qeg@B~ZU^C)xdR~LBvCD{ujtQ)
z)kA^VVHoWm`s;p1WTLV5CiC{BNQiusYrxwEHT8@Znu>vIJ@?GD{@ZjpilY}AFe_Z(
z0dZ2oo04X|>69nMTZ-8h)*?5+1es9)D`mBD2{H|#`AVn3tkg0D)VL*|a55qq{BQzO
zrQBkh@~Q~`s5#}c$o?Smg#%wqXdN8*yl8d;*y&Y&J}SrxT*YFvr&+%gb#e~bTot5q
zf{d5vLVvbePC<dt_uC}}i@|^Jl?*V*?)fc0z?7}b0yD!9lJaw|%v6EJ<{*9o`E{W2
zvTJy6#Ul>m#T-l^pBDh9ST76~>0Pr9`O{Resq0_>k5PyM1&>~>B#c^^6GR3u-*_Sh
zr6<0eS;HW%(Wk)&FZwlNV;<QuqP5_70aI1TnFsT9vDe<|n#2FowtR$HnH!{BPH>U)
znZgHA_mb)WXuax3fPI{QtF`XeJIXfWsm~hitPDfD{Tn$SSdQSY*!S-LdY}K=7EiG%
z3x9yZEZ5QUJZ&AKe(kyd(BOs0&D~$ip<aR!8X)d*@LjaC1Do1%LNtf`Yvh?1<~P}{
zo`SLdVOKZbq@$Pzc=;llJ|MFFe}+T;w!@;)SX)4G>+3X!jx((<!hIgzE|_os(@XP?
zb^xXzvZbXZc`GX`N>ST%wx8p=0D?2OpSQ^T+KjTV@rjRI002h;_+**@t$=oJ(&W=W
ztUHM0pfyAU5Ky#C1S(M7+YFz`f}Xkt&NLfFTi{>K8RJnN<>c?!TmAjiqGNpleV1ef
z)t$NOT0xYBu`Z<UFKK{(5e%#$Y(DQ#onHlKVGZ}}4Sqk|&0qvM@mcnNlzRBk@X)4<
z&PMZv7<7*vRQJo<<fBXhdR*jMIQUbKAXW!Idywre*x4l-(yD*$?CaojvtSIzpB#Sb
zvfxW}O0TnERxuLD2ca8BXZsCoTqcYkKYoA`PR$vGh1`%Zg*<VB!otW}k3%HjzzzT~
zeE*Z<!@$JE#9jdIo_S1rG6rIQB0hf_AY1QsFez4;-xtBO$dW_z{<6jC&d+&gyX#$l
z=2!*($)+0D?M7cL0>cSEv>OTv3NW|t3w?~=0ZIXONstXjCn*YpOG|<T7jZtA#)|#O
zvK_X}$jvYNf7(`=%wW;D9>+m$A4Dy9y>=UgieKV967La?G+-FN_ziFmXW_&BC3Ci3
zNOh&j$Z&!~eUevRE^G<Nj0~b~2`_GJ1U5vh+}$$$yU>;OQHHi?P{Euy^xCwHKvo%z
z>YRntq%jgECGHv{*A^OiX?5O5_dG4LzqPQzn%~O|h@%4ux!z1FKCDv8l?v-cz3Y*t
z*7f)?!0Ws=+FR|s&TBbT%nL4x`vZRMbX84NoryvmoylSXoZ6KjvkV}Z{KG`PiF$5o
z=lME*e6;b3@v~0W9}F+qE5HF5t<moa-2o|3FnHctuL9Z}_utgJ^^e0iboZPWq)b#6
zgdf?m9Q8dZ=y|+&4zO{NfD|24D0<R_32q*Io$6Rnrb2+>qA%_}J&z~a-IIZEIzIv~
zopEz_$yJ2~qxR@4K0B8M-wm52H80V^CL^^L8NV*9R*VxS`)e>fY6+z>0410VUWEzc
z8}T201{j$^hDjnn_%PQ@&o2@5UxFrv4NN4dR@alWpfa?HQI*vQ=wh+NjFsGoEB=09
zp>S%GLi5z>B;)zwq|NsGzC~4XTnuyo{=-0lO@z@93U=mwDPP_OAkc^b|H<vQ26C4K
zVs54ahF@Edn%`nPYTv<S(0@zBYI_IK1fv6)eH$PR6?-JyX&8(UKz@Ppam_|LBME>Q
zr2!<A13C}1mrlTnJHFeO{nK{fhho}U=cmn~88?RB0!H1e3Ava@v?e|b>Jf0neGar%
z2n?7#br<HWer&klydpAvN<H60G-hF;usd1CAW*0na?iNI7puhn<4jvrlg#OU&wccl
zg@uK=h93bns}a^Sz$c8{oJIxu5sI^6!yeY8ORDkiy})_>Opm0qY7$9}VfF6hU^!67
zX_y&0Dz~g+r3ms|i6;zR+TXNhCdPoP$s9XENHN1bqY$ogT#)m49@FDfGR!kGclGW6
zygq&&7chDSum)~9;y+#3KxJ7-UR}Biy<`{u=P_F=v%TFq`HJ(>#CMIwx2R7x5ep^T
zg$9}?l@Tpe{R%~!Zpd1Rb<+3W7r(B!+n<Vpo5uF^csEcfiX|XU&r|HP2?i4;9>`fF
z#U`So34F>xDgT2=^<g<!AzMIeh*~18+BWYxJ?~kn4NeQ0nk0$t)5X`&2`L6%`@koF
zrYbDM#jGOJo*)CCrIDu8?)2pN9)UOUiGJ$o$!^{By39^VL_k6L2zwNxx$E<sS*`CU
z0>C+bw|oAle)M14FGVXoBZJ{v@n@i|x)|L7g(<Yk8h|`3dCILuCu*y&@A*0v9IS_*
z_s<U2J?LOrX;r9zgT=;H{CyME=yoUDM4rwjAf{iJ;0-^kgbshomX62>ljC7MGGjiT
zFJmwkPN?&Ahg~#cRE9URLugQ&j6;#L4fDqJuuJ69KXTOq08*6iZp01M^o8eXd`8#v
z@f-2_R3%m~aCpyj7YUt;?Dg4~Rj<A0z!uE;R<hkK0ci90nk+B{MH?RB()!YX62QS3
z#Cd>0cgXBjSYv$WiF`4uo8b^eBOFjU6C_!_Ra(-Nfq6cvK+60{WHVummVO7YujXFt
z!BXK-+a{sHK;{Up?<u_~YMUC8y>FnZhl`)qV4)6yRLwvg7>>Dk8Wb!-qySNyXJIb_
zsUv$4vRUW6+Rl05-7KmT_D_{km{Vc>E;W_Y>sGz0bzx86+8-S#C$+Y1%yA#1vOesL
zaM0L&Br!;`Du2AGbjRtCH?uXEoMVbYA(&XztkC?bBDT!^dq_Ehb`ebFw>pyHy_n;8
zO*4csk&=bI&iPdwKE`(Z!-=j;+q&-^A6J4iJFUb$8S1e!%v$KS<y_m7DkUKa(hoKz
zVzhEL<fw_iXV`Zfb@s{vVXq}wwc6$xEp)uBcN#oN^rfsS4<3Z~^-H!|TI48g--`yK
z^1$QR;}XRPy3IF364Jc-V|>%5BO-(3Q}Wx>Vw_1HoWnAS5+-jGIex%54W#zF#qCE+
zXE2neIydVbO02s+ZdcuCdJA~LDq6&u4p|HHSyvl&<*j-XpKOTzO$t6wMVsFP83r%}
z&m2t}LoU@$<xtQvkM{1=d#a2GB2Perkodq&n*+!j%Qt(XXTk{R9p|76HU?j?JAwA1
zj_2e1F;q*h=26as9q<#ah1#~PjB!&!f-wt4f0cF9KK|sHWUrI`Nl-!NnZna#_pP>)
zS9J?iGm_7P8Is*Mn`@SrmJCff6hiVr0;Jtu{3t$I=gX=I9M(tv7f$wjyjou09`hxu
zb|;HCJ{&)#yB`5!=#rt7e1>J-*fBgHo=GPCJ%gxu@;1l_U)=!p+^}o=l|U8N;=La}
zMDFy24hn(%3a^<!s!B;AxDms?HcnHTFuNH_Bf2Km&Z$a@p);Gk;0(0Nc$H*a;&~+H
zOgFsUvAfMtR73hTG<+T84hXE<aypNDIMZMw$%X)^S}L|cWv=<XB*2H4SmAojq|!U=
ze$+cX7=#k$T3jPQzF=58edjVD2MYdnR5RxEwYi#euZrsqz}w3Uu8_Ht1ZQ~Q+NhH=
zKQ=}7DzT5xSW`zBpJsG{N;K5-Q7epymbTRR`K%=COY=!bslt!y8YB0a4slShLyAKj
zipvirO1MF$whE_TyACgGGMeXkWM`U3h*fTGZcs<}H*EQf`HU3zDqVbNeF%2oI|8-y
zNg^obh*>d8u7{;LZ3+7hoW;5|*JtRy(x`E61L~vm)Rx6^LoU-{Mnir^3H!GLo^7;(
z$)t#Q!2P-SlqD7B@NvsbCiWUG`vbbdRXYRLlJ5Y3_?z_>t?O+8L##|(IyZ=!<J<8g
z$dIMb%69d6(6XO)l0}ilIc%BW$0YEx_?WkM1JUj|=&Du5ik04~D4xlpJ`>=cZtG+h
z$HlMI?9Py7tWPTX>uOoizAv3v+m|`njF_aT+q<?R32OCBHyH%dUc^3s>9gT5Q}X8C
zbVQ)c@uJ!$W-!?m)!H0bJ>KUpS~j#01YTB?MBMgW_M9)=@kpb}SDA@(9;AtcrF<F&
z2u2fWP=eMOrUNo4#0<b?5kb4xHjY<L{7iH@RKSq+M;f3;r}Uoie=%E}>L{xg&&xn#
zTaR8sb^uZg!WamAX&kp4Owl7=v$xNKE0ouIv~s|gT5=BbeSSXG&0729g(4l*t+lH8
z)CH9VKiA?yEz6Q?d!zHx6dX>EoQqkPwH72YLILHixVZafh+ZePvJ21}rj&RUwn97o
zao)aRFLoaZk|k(5=uJqKAb}ZBInH?<O~dsVKQ|ocxviE>`Vw$I>oAq5+YGar>CS3C
zRg>7;>{TGbLUy?Vf<hxRKV@!9>Pd!1qUx2mH}_UdWvI)+hP*$(<mNYoI^B%$`ncn{
zl$$-ZZEHe}3)^(wxgw9_FMW0?f`o^bNr!kM6gE0`cvD*xD~jMELN&u99tG%i&aK|8
zWYtT*?52Z%+<D>xU7+~ffi(6vCPaJAgBq=~B{Bzn5mN`mxZ-P-(^Ji4C#v+bAcG>r
z%P8rAbG{2<!)r*pP#}^Lv?-&f*{E7A|N4?*d#Z}2$6wH;YyTswG>J4=Qk0eIm%#N-
zP_xh)4`8Eh#*gMi&Y@<=?`e}nIOrM`Hxld3q4>H_x}LHO+%dZo?l5v;5Zv8-$fk!6
zt61H}j{XjY6Tj}gEIi88D1>djHDvj&YwAg>yhYS#w7kB*EcT$D(~v=+6M;uD9kvX9
z8S*Sw=0Yn_xn6KgodRRRhn>VM{)f~3omPd6^>2sB!UVy?_G<)<pH$|b6s<brjs*^u
z=S<<G>;Qd1XXUfZZ1f!r2A?k~j`riO^C=|)u@WnIq{PDMh8U-5!d4G!EYb+A#MAI_
zZ3jL0`>q@UPQ8G0M3THt82x=WjWJo|FFJO6?RV&f(>CA9R<#la#kl;Rw?u$VK>01b
zNh+cCc-02=gNa6d07E=TY3B}}&y#6?KryNp?u^&l*69c~HL80$On8K?koxNZNT5I&
z+iEDyi>7>O8$)+Qs3i(sNd|Q8CH)Y$QAE??hPynoqx~IpsBlj(xzK%?6}%*-?HgYz
zdY$Kbg4i{MDTA3MKEIF*Y(MYV-G4E;(?ktZdWd^;vAE~_)W&`Gd?shvVm(`mt2<X&
z4}ff;4a76tKi!r&C9B;|S-<e%{P1@BiC7nq@5eIxZEA*3$kt#=d8)-c#Y6_JN(Z1U
z=B0CFfW^xEq2>y%`0-X;9SoEWmfvetlqSu&-t=4?L72dAtPE2wt|Q(ssC#suZU<*a
zjNOCypmJ|2WcuWm1WEYI_qae-;^?jLfNW+b*m$XMrmRFs>Ix2|=AQfd!p7`kcmdE^
zIqu>zFkK@KRmY*YV-2ce*$!ylYqo`bZKCkGxbr$Ql8}Ka+$wMNQ4hQ+h>W$x8<s(~
zBf_4jFYBtw-mCt@-@8xE>!5#t{iUts7y#7sJ(q6{mc>Uo@e|eLE;LwBO<uvE_rI4z
z)5wRS$g(^aqawOycho@SN$hvIna<(X`E{b-g(zF^B!+g}<N@BGb!BZ+mCV2m0v!pZ
z!b9eah)ny(Zr0BlB6dDM`3Bv;^8j$rS2faK067mdDCpJgz%g#A-pFOEPx&5w-E#5j
zJQukbcg;p4<wm;0j)mUgLz>I}uA9zCoeAqxi^3|Fto2-3*??!64x+1IIouqz$wtx{
z#jfDA^|GAqdYw|d;UPAe*tH}YxV``gP2y#RLIHb>AW}1DNY0j#Dx49|(|z4-JcKm~
zHYnGO>&v91Nu+{H(A##r@G1fs;rad5q;uV&PQT=oZ{q$u$Y+m88S284!Iw%=$7mq;
z6^2zS<oM9buU*~n!6))J!WFbE8@O9V6y$@I=c#|q))?Z2nC9a;zLwZP^d+qLTvJVN
ztv1sQZsLiL#5Y#n!C1HIP7muQZ|WUr^h@7N_v6Jfz%5V0Cq?)uv0z{yh3S*G_><#a
zVIpI|%)2{*+6Ku~nUpn`pVea#_!6(c5ry=;_8`9(m7y0oUoj)mz`-6y{FeTLTzzmm
z#V}b16MdujJ03D^!w(5VM7TM`8xvJfxd(05lUSNl8o=XCD7`na_potHxb5TSF?c<c
zM{4!s$Y4fJGR0)PiDGTtC_?dt^qJg}DV&A~fgVW#YnhH$1w(Y<Nh=u!@$f?iO`mY_
zrJRi)MP5>C)5DX5x*?U+xcxJgHV@<f@<#pg?m_F_jBD!=L9HP=IDdd9VrD#U7Hf$+
zC|gC?^n}1VSc&m_!`t(oOk5Mrkdo$82D~5llb(B>!P3m`dWT!F3-VfG(2nRGFWnoY
z?0z*&bu=I0nAmUNK5QI!W(K(LR*&lxoRdtzVKo5EeYf|T;3vcim~|&VijpvJ9^=R?
z;ASzVEioblTT`t8%VQ;%BZACDbkd*9Fb27T0)Qs0FKJ772qH1SyPPOK`_2#U_(&ic
zpPbr0a4G!~sJYWCcI$P}_{mPit(3*#j`rPc<~VIqiP2oT+c{H;YumVp-nQ=NETvcm
z=fx)%ubNhdj$Q$oPlhUJ-o~@4j-_{$e0DmXbb45pK$l$K=u^JCoC=}D4=*!a)nX=p
zguB*zf_Syxey^5vH)_QjT^P2m!1ios_Wn&@K9@d1e~O&MhH+e#M{3&9>3IY(i2Fq0
z9G=#zAElL_Jz5zmnFPwEXTJXnDIN@INu+@WrG0?yMGE;LHM}Pz>KT`D(E0L`9;r#r
z0j(?;B|<KYTVlI%L82rD^HvUjQ?D?BS}7}Y3df6;t;Lp`hGU<5W<vRSNIGE#P2TX#
z*NQ0DLxA`G&FE#<@(wOV9N$2?Pm15$5vrUSAs1<~Js(oXDw0{c8%up;W@9i9Id~oE
zfMY8qn`?{|QkfJmafOrZTBu5<6IHE{8f}9K@5^J{4i>YG0(r(|wi9|jc28%T%kMZW
zMjI~>$0`V+iN8Hd^C3Qoom1y=R29f<j^{IadyntrsG{ze>#oQi$k!tY7n_S88cstj
zwR-Z>P9p5mm#}GfmC6EFCUBaZX@KA2jV5nvDh~OD$PK)d<z~XN?KgVI?5X+XOnY(z
zfjD$7^tSRU<fP)g`?@(sl6aoPD-3&lAa=2$X;YEbab-_#&ljHxVYJ^!QA-@im%)zP
z&ln*|`le|j5mDTBErTD%Kp-!S$r5RcgHD4KFg(pLZ(awCuQda#l#TxLWG(tKV(T^A
z_7u0jpW;#77V;wi>F&5N<9i+YLy4ehwFsf}M_x7@8e7>K^~PRB;7#$&w{KEcLM*k_
zdPnA?p~t5kubA>_UzJ6&i!`hHhvbwt@p6GXPcQ%Eg`|kYp4^SOK$#<hciSe%_bKKS
z=mU*X(C#|1u_jcE|IKxq{uZk;tMz$1Y+NO#_s18lqQ|Wi@^EdOX=K!+XB5`Ylq~r7
zUc{DmK%$vl4_NNA6&YHP_3xO2Mtg`ULzxvosDZqGL%dAut>NyNvtGWL9EzQG0_LG%
zc3DR)-Z$I^DV?!|4OtBAIw0L@yjK{~_-PFNCb?W--21+qj-&k~fX6-wY2&f1Rq_=3
zYb5PaIzL9sJ_d_qY?MY`0kKoMg4?*q?(CpN3d^m;3u+G&WHMmBSQbe+(sD{SG1&9f
z*3<#RxtcHBlE^2T$YVjFis*6Nsq@thKVywe-w^a@yxG&0C@|Use`P8}!(NL>Z69Jd
zAf4180I;=RMl$4ldqJByu^%rmLxdtfJODN}T~|(}{6H*p&z4}|#0YQQ$|s5u+%wFf
z{qm}e%(;xXRlm-JjRoUA<kx>^B;f^=-j8Vb3hBj#O1-9lbJtGdfvG$>P;Bpg)6^d~
z#JwDDH+O3wViZp+Z?;&?AX!v^g$D&npQ^b}k@c~-T03p{nR7^*_?;KNaZ=Obj0|8H
z+5$G<buA15phN^Wt*FPajF;53sQkZ9=l_^3h)`M5lZg?`LDs7BhAu0R*_;u8hAk4M
zK3pm^D6K_cu<@$QUK+}4$&m&JaA0uGx&)X#>Kf?mV#!aJawmDb_HWimqy}RaERF*8
z;j0ldy7-G+>ppE4A6|5F809A)b2x%hUs+<WL0n_j-yE%~A9BL_!4XI4?05=lGf4|M
zS)>@OQ31Yi#0))6qtVtaFx|C&gm!tH>aWw|gV4}=W|?ByIRf&W9`%GUI6*e<{WhNr
z#V^9Q!~E6Hv9^KdS%t!ac+m#TaBr*gy_RC#kwD%Cijmfp^X;cp*g@%-tC2@4=~uuG
zcUj!(;E8A;M%qs98F=I(8)#WV`P`b$i+nUtqTKN}r`Fcjf4Q2oV+SdXCB_5+w#BBD
z<nmV#DXu`b7(rC|5)&+|DBX!wi}xqEj6lyYKTocVYeI5eS)Kvr;IQ~Qu0@!^<+hn#
z6F(oQ3D9JCEhV!ZJG^r0rZLG#T(uo9)2Mu<A7CWUn7~12XUF2Zs_HO#z7y9={dItF
z`Z2EQDwrNSO3J)Z;DoOncKt}c31QIx@(=#}Er$}lkd^N{hlsE3tsn*+TsKf~fcYD5
zvrv+t0=%9Igg(Yl<WLMnTpJv`zhVW5ax~h)(P1wXt+T&X#h9?u5wJ?axxTR>P1Enh
z5)MEn!wN9du;v@uC}_K3+472<O-Z~l?0a%J+pIuS9eUAYPg&^Oz4XX1Cm2MM1n%0T
zFQG3dO8^Q3WFf;|12KF*%g`4N%We?XFySBnJObVk4f(Eq6^Kdm^vH%0mNna)qM`_f
zXn8rmM|7h6oG?u;Q9hHp8_P4I1rs=$+_;yuU1wwXyyf)0Wzh^0M@B{{OZA@-V=w^4
zKddR_5spkTC`#;>ly_5|Vfs$m0mAWeuk15lbJ5Nad`e8m$e?oi1qEDRUWM9YURTSl
zlqU?Gy=4}IGxxYoRO@H`$yA?diVg9A7S>%z{PXA_gZW&H2(A$*^;LUCpWklkqb*Pd
zntO>4`K|*gfiM4r#1~%5>Iu2yCD-s;n7aLM;+7V}$*^BZB@%e5FZvzV#s~2i`hPMz
zhe2P8*KyhQx)yN@dzOYOU&q$pb98z)F-9e~As>kan)cxm2&~2f272JhxjJMR!lj`n
z=LgS?s)k(NAkGW`=9c|cQ;_DfkE>qdJ4pqq1W~90=0M8C8*86<oVXSRrRS3!3|V<n
zJ`B^2R&A#n#TDbx_O9}M?#O@e&Jaf`r8d9c2ZwIxiXYsPwdsTU6`yW5_OeGr0+Gw9
zM`?skzUM3~jC}F@Nkzq2dh2^dR~R3wJjRm26+2o`l)+!A!^9u5$;E7H_GZ$SqnrUw
z?qE%cJvZx(b82}`yfXyk8aYTgA^g;y9z?X*_g)1f=C~DQs+CiOuPd;Ir^iJJ`x9{m
z_&&mbX8B$HIN*taC>4A4M)gVv17<a)I5S=_NwQhn)dWrC3s5z*ddgE-=mj7lZ1%pz
z59jvZpln3E#`k2}&YHrp>J*kaJ=!k$gxkb;d-WN+u#y&Q#O~i+Fo-NPk$rW8XbV9E
zU|l|HQ17v*#><l`ANmKkdM>{D>NId%xYqQiPAXG=$&6nj8Rlr~B|s49?_ndk3|d3v
z$((=O$?zq7!cN3AAh;l#{T@>;4A4+C6Y3*P^`|n!h%q8&U11IK&ED>lSnVR8?7C=A
zQpEOr2&@#d#Wl%t1m%SM+*u?q>LDlTTN`-cT>+xFx)XbVUFc(ms?%4iijBSq&*<Sy
z{@3J3mB44xh()1IjN1o_F?^T9>s<*dKIdiB8atYy>p~NAo6dFSh3IGpNRGfzIJ7+~
zCc1MaKvtFik@AlF6)EL--(oCHgB;{-6<by}x`N|`jFfKa!<G9%(=S7~@d4K_4Dfkt
z<XblKs*tg$+~?xFHXC`9yNc->pMqJ)#Pt#byzqPME6MilSNeP=W8%Hm1fgKHB`JEC
z298Xmv0X!;Q|42=BBIh|IUL&03>2P`PqzNP2+?=Fx4jAlHk!*WBFApM3AS1TIl8Un
zo2O^C-hai!uMza3E3@({+_kKljpY-RQ<Q1qyC6X#y*E(gNxr_2eW^adG_~p>%8no2
z&ZR-?)2)Xr*RKM?$KlAqp@B#|VjP5!iUDr~iWt`i=ZjFqb^>Y)xbaE^(##1{r1s?W
zCxIs_EQYci#LUdvZ0Yy2svPFe5)H9sAm>Wpd67}x@urtN%zSv;yn@(G2E-=m_}4S=
zoNMjBzUrMG+&L`ug+pAIdtEl3WD+OC_j1f5CHO874Ty?LZ(+$$+6S7$_ulH=x%MhP
z7X)#c6qrbe4d_NaB3rJaEyNpz2l>RnPc{Ne_}hR>f=)pJAwnhLv||27?gtGF*pbB{
z^Q3g_CWa6EwJ5(JkDu+6A=^@ioQLKiXF;@MPTY#|qf?doFr&%m3WP!A+W6<2qK|33
z{+8|O(@sKv)bK<g@2wMJ;T)GAJmy_bWfmkn6rogzg^RZP&<9qM^mB<5*eOM4&ajce
z+KXq-uw!qs%$1-eYRAqy4=&>cs{fb(VGe~o;2fjjuv72zvz3dWlS*V)w{85<NWk+k
zd_4C~HWH%bxl3|mu1|ZzZ+6>RJp9UF>vKWGX=`D3{nOiBzUGXGJbhXTw~ccY^1QGP
z-yU7JRr0`vRyqxT6cbs@72HMj+dh+0_N*{529Je|K*L_70k0Ea0#et~N;>S#Iu-Z~
zqOlH!`u?cf((elHJZy*nP6#Aqf~)6FgDXjiQpVH0hQ9uQ>^gmpBcPXQHm4b7j^x>E
z@brQR8tA)#yNw!zddeQ6A$egaV(0joyG9uY=X)Sr3oNu)Z+Cs%t8D%qcPST&a(g14
zz1eX#<{lFAWZRj=9UL4`eixhYK4&OIhy2i%TC7hQ3(A(T-;FV-q^9fGjQem)GJHDu
zhq2VK^~hHFS8D<oPtyrh6-9A=##J(K)l`PXzj1p+W7E$gz8DWBE6wpGQ2$a>Esf{i
z<R*vSwb+%_-9Lo8(}h5G!NXT`4&b`?S%M<pDXVLDq397ag}x{O(3CpT$-JN_FJg`U
zhAg}EV&>~RF%wwmgvf`(pl(H?czbTBEEblys|YAxbDvxv1owULFF2NOIg5|rCG?`Z
zw@{gWoM)w0Fty77Vg=SAeX#J#sF_&Ye9<y{2`6PzGA@|FQB?-~ZwX^sxIKF?uOlpF
zvF-b+jh6(WlpJq>H$jY|eKznd2@~pUfA3dA5iUOxO&mpmqVQZLq!^lfIhUU!Lg`_A
zk3VH@d|3D3A)Ib_e=(2Un?Uoz{c-rCyvr+~rb<=F<DFBRx?`tGpgNu-XIi+L-9>ph
z5bgRW>#ptz8LyAeqxyiyK@=&yAP5(+)*b?foj^Kemc(7Z@`CsXWS9r`c<#Kzg6plo
zKj8z`T7R@X)f_*A@W|eCsE+`1KoNn*u1k!e#D4YBx_}EGg7k3hqLw8Ih?J9YJkwX(
z@R@XuXGL8&v~uD#nQRQ$bje7>jyRrSm7$7A0`dQkr|){mGShV^m!7%CnYX6g({*LG
z<t!$|<l$vKdJFW3`SU8o+=i7DNR+`L)mnf@m{Ew8u^zpxoJ*)OU%rKgCX${6C4pjV
zT1<AC3c96mzQi5rY>-2ps)qZTtAS`vF+NaPz7*%sSR)AOk!<iXN4(LlNnHYSEOO&P
z$zk@-r0xG!|AL{EpwP&OGsFzQmINL`$!+PfZJ4+m>SGhY4MPO7^Pb6JimTw9zjQ%?
z&M}en4C<!MVi3@;D#3-#vxh}nhv21mmopWmZIg^6v`G~KwKIkix+)U^YZC&7`v`|D
z-V4ar*i9%jS&U7)DH%6`ld|Z~df!x@-jQ8qqyAipUtITGH{DS^v&fO$0G>RXzx9@8
z;)Gb+)k-us@s(_q1X8e;^Ok@gjPFrzkzU<QhJ|}}RBAC%Q#A1f22r_z;1wsGX{BpN
zmx1ngC~0sOzp#TFdl{#JVhMV9SBVkyH4W-KFdzA{5T?BbX|)L?8nMD_V#^!y*li|L
z9n-j8puR2J*XVTerY>z@G5P#pKx;IjQVvjNI!f6mEvDCh2kujrch=j^dA92NzD5Vr
z@KYDb)Fgrf-lHDlIGu|MY?v`1sq`h5!No>8#Hc|Uy`vm4djiFPMj>F4+Z&PhM(PtZ
zeJCyveU~B`NQ^B<gTd^t5{Va=WK%1KR4it=p<y;vhMaWbH4-Z&AFvuiJs`s1Q9*Eu
zfd~x&_FMd}@$o-|eg6xv^dDGJE*kA;7?wO1-dZE8id^88x@>_o9&xwDQb3`rU=-jx
z8g8v>ws4~k*xOBjyU3{7mq~W3B*KG}251GF`&As>_Bl*jAYv%(RC>DRTt@&x$aZT@
z7#T!sLm&V-Z<H-TyWE+^ep&BiE6%74%@-H(GJQKibz&tLj+ji3JV#rnNMm>P8-p5d
zIxi72(}2#>qBdxW8FGffDxfk~CGF@DuU=g`_azDqTcNx6MVif102DKN4HN&QCiUa<
zeLIHn=`TAHjc{0;97;m-G5~~-NR&~%4HWJ;Z^Yz-Dc(A)+9;s3ksjZx_*UAn^%R6-
zLSi^KGD)v$WrK@0pH&W19uJXc;AJfH=;fy_e>}2AplVz&W5ggrIQ?{OQHA5l^RL`Q
zyk$VhviY=gBc4yJyO54f*kF>Hk;$vM8>^L4#h6=HP9irT7Pp<7;bM&>ol*5T8874y
zZ|@uhAMXP@J-mUUJYorskfH)e$aiX{T5C1i-Fuhh%=|pUf{sIE2^y%vxxU2JtMHTH
zXW$cleTH=i|9YLxZ`QD@<d!B}o*qyi=x%*ph=(yZPp`jUF3hT%J*l_5`W$IA3F5Qb
zU6D>1VU$w=?JP7Dzc7~nvAe->bp!rMGoA<YP%g70WL&2d-5R?LY5ta&3-PZL(P_&O
znEI{$nFoqHw&VeK<L3odFjz%Fe)BWhFI5aL<a@a0c01El&DhWPDyaoNxiYWUDIPs-
zM45^-kfRi4OvtHuu4C*wPPRusq#){}>bAl=YLaAS_>5(Dv#rLyuD|aDXhzMz1`tPd
zm@P+}Y%o5!x5L^fu%fmy56ZuV9J+7qj;>>hQ?mQxi(!)I(7mvsyy(jWV|LhVra&o^
zyRDQc=10nF#*AJOn=|Q3B##jDB`d{Sj-noI^RTu!Q6ncqCS*)uFDnj27{)17lTGN$
z7=C!5_$7v2psUNTd{!u6UZVhK-u+_1aO&v%#({!pps=x79#eGx=)r7v(^(emna22^
z9|aKR^PyN8lrxA(0|1C63x|rIcub!%d;mkaAI@|n_X9U;#?1*OBGbR$y}^sPl`&oW
zDmxt4v(zzZ9T>QxG<Yp2IycLPJl@VY{pMRDV;3MLSyUU=6kqz<9!D-DlPg5WCeH#m
zJJT`}DVK}^?<R2as<vtwupWw?{3%ydy#@?ss=z%H@{X*6>pRbb$oBB3*Uap?cRLB<
zTE<%(@=H0T_0H^E>J0()I0||jnkwXRCKok7$!N--)o%)IAj-R;zG?*GW?W{n%p^#7
z6`;>+thAe+D&{LFu$Nny29Pj9f4AV29H)j24#eyY7Nn*)V0E7ERRtxo<Y-890gAgV
z?HJ<O_@CPi`uM+r19L9=DC2snq)Lim%TO-O0JRlQ?`Vo*n^36KeSd3X!jA|EurEBF
z0J%p4qJxvscT^ugxnt-6;<_#LN+kjYxOBd(z`h7oV>ogEj@UrJlg?-fJVKMz<Hy!R
zAT$(`lJck9?7~0rp+KsSDyupk@c!i<fe=`zLZ$i-BhVlL<QbbV&9hgxG9D>?JPBAU
z@ge^qfE0%+<N?0XgpBg?@&T(BVlD(RsGhFcx1Ij}riX_IO^YdjN=$+%YLKSFeKm|L
z`4t1w!E@hz{x(tRvbVts1{-e4oqa_G4(A&7ucvw!G1(dR<j|&};9ygQx|k6_+?7lz
z0^Gcz+lF&(JnmB(_l<^0hqOcO`(DRC6t?2`P<M}_IxCpfjC0~B^xXLh$rz#`NGIgm
zwR;u^@N==9?LUbDep|8&3;@}N%LG3oB_IY4fl9_-PsnDI<@itFEFe1d+2SB*mn67v
zN*W<Zo}n9zR$LHUno`~v=zRvQ&lw<uzZIcJX?Y1x?cNmclcmqS0Bln{a91lJ#cAY<
zC9sW3J}GMXu@&gBo*k{<hT&)eiKnV3W5SSlDg|?+yu3L2(-)<l4#Q+;-g}`=g7z5X
zWy?L!yo6(b{}b^qF0L&n8vsb;#7X1<9lXU`JiyBMw-~?$Hi!U#)K6RjYMl%+Rz8L;
zXZ^&BsTW|xTs+G8;$&a_Hy1Q$3LiYpW;v~QHkP{pyIb-;@bp*uxQ{A5m_0JVmr4Hx
zI{Uefh$_%0`#AcjJJcx_q;GrAD*WmKB==Ja&jRS@GY$#+nO0GRvT=TuMeZMtRJ!al
z1q`wy;M5{2D=Rao_eOvFbMDjuy^EsUrPIH<j$xPGFaq1pryYKVdj|mZ*Ve(ye<HY1
z55VY%;~|35{s$`{It`FCp%;K}{q{`DD}i=q%+_Ct$Lf3-VPRpD0OWE0jQs+K5SC0M
z@dvCO5KC7uv<E@W99;liP&}i&7^`-Eo&SFM?8SP~LBrx`W7mE`d}R;uL0$*@88JXS
zA7d(w4Y*GUcR$t6bpJh!1E%mQ2FJZZ*gMl6LXaI|urblF`3A5SGbdKRJJVAaLNQK>
z(9lj#!$^r){wnvnGKN>P>hMA4glOJ26y*|r<=ykeOZ+!)_?3hjx7xnA5TJaud4PUQ
zP`Qbj8T`xOM{u_z<Uhw`5cAUzq9pTApL%%iR-YbPy1}XEX-vHaw+~$`-R_UCJ9|j?
z^z2HS7pz-+7#Dc*UaN$JUe+589Ru?r%f`yPo>%~RsetG?je%0cL%>-q+hJlRj)_bB
z>#4tfvAO`EIy(G_r0<&~KF&Hw{i5yAHPG@nkqk72t8&c;aDisM%)0Zdb%9XXw*^ql
zwhA~TI>0n{>}^hmP_zkjZc*YwfAL@K*VAL{6W@`C?@NQAPVD|%Qc-P%P;24I)w6*f
zU}DM~upRvzHE!vx32<?70G|yTk<@qf1moBT?ci4Mml-K<ol`jbga6UES&(caohuK=
z_&ku~51XAj<N3<A6mMpkU4n+d8wQ%rBFXP3{rR>6$a)Z(y`#sgmMmI=lxYd4)so@j
zGyj}JW#oNb?)SFod;2kZWKP`^1Rra(9o_><A0ol3eAs-!2r%DM94styG|k|FPTbKO
zA||zlqo7I0C8o^4!1ICtfnXdM@Z1wV;I@pdap}%x@t3{6(0EDs_u0|+$7fpE1cqfC
zpz3{F&e7e|BYkM;(ZkNAOL`IyguLRy3M>g~JgdTc0`>jkuKUmFt$%a*IYl=p-{%5U
zV#TFhf2pk)ie7;(!TvY=ENaSsf1PSDvP@08S`)x@GxE{}sQq~|ZgqLiMFaw@vflL_
zBp??;%siao=Sp19l+{(qK2TIP$+~A=JHJ~~S^n47`X37ruZywI`w46S3!xFjZtJ~9
zxOArAhr9LLU<0J<VEDpUAF93k)gqFi_q6{)ifZ<ZGxhJY;Em?9$oxE*4$pPwrsl}v
z>or%<Nv|%L+MU9Jgg<or+y3REAU-nN$4H|4d&9r|&%cfSJE#9{seez@-{j-33+UI)
z^{+trSDyZRo&0up{`V1q)R2E~(|>Q%|Lfb-#L-6)?okTR&r-7hp3gOnir^vOuAG30
z%qY^iW{!gFt69hh=-_;(k^sQ^rj>k`i2r#j%G%)LdVZgKpCkmHF`@LaDEd(DJ})tT
z1u`O_0O~LZJ)6dt2%Up`OzrpT4hAC8T1}<56W)S!9ucB_)&J!#n9w8#YO&_Nlo&LC
zBj9T0U`@7_uUfA?Y<K&%o%$9SKs~l>bpV;&0ZQ)a&^=wq072#K=&~;lEs)f&(Epd4
z_IsB1grZGh^#d}XEaQ(l_TLh+EdhCUae(Z*hMnCP-ej5vj1NFdowSS&K)iDsM5V0%
z%RE?MVahzLE@in6v}p<oQBc9YUB`J$vvw<{C>pe}-b@sa?S|_Kg98-mv4zeXP_(&}
z=E>*VO)|ZyKW&PiHq39jbpe<Gv(-<Dl%VS@&JB=%5m!<BqrezY_|Im`96x@b?}L@)
zUN86*v0>y=+#|KCT{RPVvmGRD+y!+zUTwYR@p$ZlGZOO0#?Sgq9{`p@fv#>8Bd|ky
zG2%e!WhfZg4iM~m-Qvsn1~@XQAmeJQl`-OT(F4<zvb*?@Db}t6tex*sw<ce(>_IT5
zxZRq0DPs_YdE>^q@cau4sHOCX_Wxn;EyJoz+qPjrM3;gALmJc~B&0+HK@bJjqNSun
z6hUbul#mobrMp3tP9+6tMOqL96r>wOO1i$|WbS#MnQ`WQzklEMZQK289AI7Ryv{hz
zBldkihB@<^_#Wq#&L!N5vrk4m9>h%GfE=I2$#Fm?Y*wH2nh!@v)lq;lpMkb5mO_wb
zY}7KzQuB9!sJRg`^D-Zyko|=Z5RNxvW_D)UCT*s^Sbf}#;r$3ayUW6cXT(;kjx;=F
zjnmkB;n6-ZzBp4&@6%b*dHo?Ge8~^xCv_A>=C8!MWIu&?E~N=*Mgq8>JBF)6JI(Vb
z%B|Nbiy2-dDONb;^z&26xp~>qD33_fe_awcT?o}CLPO6fqAeL;i3V@=QE2@0)G-i{
z*T>uGLxDJ}|9B!uSiH@I>W%@##m(`?PljB!$6aLHX`$#_VNA~?_{BQUB~(rQG?aMk
zHO-4hSuQB{SE;NfV4R_e)?Ndc(wq)XvivsyJ#2tMw^JR|xK~4AGH~-Tg*x?uDdsGe
z9x#2IFE)V@$qoGwGizBRa_6cKb@3)Q)XVlp4M@AQp}{qtux`3~atL@;D;=&^2=_y2
z+1S2OyH7bx<JMD#M^uPCT7M7KUhvalL@K$==NC%4%Cbw>nk};9nyD9K5Df;k@wzb{
z(kTMwBB!O}dvJgM+Q$c-TSJkHC=c2E&Z&Pmco91hJhPW>Ra~^Cau4o<4bWP`GV7te
zn0BXzzHfc@V{P-|BpqO)jY1tGqsli%uuG;>tUM#DP%9F4*hXB@&Jj%TH>kdHpTD@l
zUG}rh*0&RO93Rg_uq!T(pVGpyr)O%(9y;rOuBgFg3$YMHfq?8=)3T+`cZd0x=;Grc
zC-Cb%x%(3)c}R^VW<|_HK4O64U}9DyVpv)ME~dkn6l1|zGVvl<4ZnMCkrn}2L|xeN
zrT(oS51^Mjkdy9^Uc^oW7*nMc1{jlaWaTS=1w(0KsShiEVwo*^K-&B}>(2nnvluOr
zrOzq_gi_`ctWAN|EUvF$vv*lmR<hzoy()ILW(ycU09oUDZJ2%1!7F1?i(Cbtl}9W0
z9^r(^G01A;ojY-PtB*)bIdTZ<*%q*WOs1~I@mGa=@GI|Q9`yCNdmk2Z!D46Gg8KmX
zZF9`SO#l^VC-{rpkT_1$1Dj5}tbfi^Fa)+tUS|3Fl<oQXZ2<nLIxl712;Gbsmzl%X
z3TThn*D-i~rvCsYWRkWL_eOs}`1U5IYZLZnwig`e)=T@#^kOjA5^3e!`GGa%a8g!9
zlF2O!C6h-HW`nfj_6dyjH>iCJd`FhNtAPu+ZB>UP#OGx+hT&*)YQD^zf#lJY2Hy@5
zZiuo%=g`*P(-;CLbU7fl2&wIDF6)!5cEJK4b;wog1tJ4lJdc}e_(4yxl8e5<(4O~S
z*3#`9Tsiso)S91yQBygJJI^RMNiJR|zvXcbL91!C?jClWF}b0g!8~H<V!jRC%H|7{
zub5{80${m7<_h5v3?FI(RZuO(Zj;C^T}@Ox*-x}D%KGq98OHe=)DQ}iWVKpGlAYYK
zG}_gK81qf29%iVCFKD=*PCN6-rBQyT#p#FjXn4h@fhO$c##4^puRc1Jb~k9CP7T^L
z_vCW|>ZQP}5o+XOny;Sk6ccZMBNDTUlcdy4^y9adTMG0LB}>Io_<NAuiZ&+SfK=ga
zeYx|DZr&CThmQ+953<L83mCXeu2uhK=VyvoM>>O%W3Vl5$(Ooz9D&I29igiEcKsWD
zU4l(SHhej%L%3BIbHvv&QS&iO5piKJNMw}mWFdH}%7#z9t!L|ppvwZ{!41qtT*0$n
z$@Vl9AOK<qFCv0C`Hw!N=?}f8t4X$Px3kfILl-QR;{B64P*xbN*q*MKnolDO-lLHI
z@V0D5yz0*<wjV;*Eb>1|Exq1kt@2k<5K2Pql#D9BrhCBq<wV50Sc`P0L^B0<W}~OU
zmQ7y38=d;}fK2RP78I^FEjIeqPt}qF%wSYWr0Em<6`iJ31ndH)jzZeB^0`-%aLqNi
zO0|p_I~d4}H7ubq&t1lw?nLBPd5GZaKx+6szg<D#XTUR(cVEHuvEvez-vJR;qYqB-
z%05LaKUE4aXwE9-%LO?dN2O2g4D1*C(xos8*9IGO!M(W#r%3lQ$<938&Q)chmzc9>
zDNghC=eywrf{Bij9i;i#NhC&A`J^4{Kw9r;(j3}UlW;Xb9x7yVIQlUla99HH%WPdM
z5!!XdjwS{xq?_IE0~~i}0|TbvESG$g3@gSH`#kXeg|stmrbc&ycxn}$7lLW~R@=hM
zKZ|@`5p8)5O-?%+=ruDuSfjWGgTQR$lrV1wrk}dk+zm~!7n~OBw$ly<3C-p<o+)6&
zjh%Sc;<CLcpc?o}iaiBUdIj_X^{uv#Lq~MzScDk`NJW;~1+sFy5{q_raIoUVVg#iY
zXbrl@@~~Z%8E?l@70@&fIOQCIm#B4;lUpLoYM^Z+uV%lh5Pnap<|7{lpu9dDJhbG1
zKhN572mFJ7@gnjy#phl&XPB77nT>F-v~;H{ritHkNrDRT($@gvsl{=&>1?}PaI8?m
z<9v7g1cRC2VX@7*g=E1pqg*G?^(2gQqLWM<)1a?v4)q&mlE7z2Fh>%Du2i$hzYWgc
zz@;(``l|-w-UcVj%Uj3gAHx^;5U~TgM&%4#60~|W=fe$mw)?>frza(L$VnVYW9OUu
z;z7>m2cGToAK`l>Rk)b4w93~zays{1Nw+N>J~=ya$mwiL=rDgp{#ktG7(kS#59N@s
zt_G$b$B1Gx^WfI)JSu7ZBR?1)Fa*vr7v{t5ZFvntaB!v%RbeZ0p{rF$k3~h9--E?w
z!JIG}?Q}bx2fenVsW1J~t9(>@Cn`oA@O#*@^pp#j24nKg>%*S0p<1WOXeb!XqU_7*
zAAa_e4d6GzRL$#Y$L-1d>S2o^l3|z3nY6J$z2-_Tf?!qM`qya(f`rZuM!9XQ$NtOw
zLnufL+1hiNFNENT4Hz7N7XeJ&=1cY1RX815JueYF#)*QO_@Y6#3)UtejN7Ot$oLpW
zqx1{f*KD{{#srV5?)O;L0QJ*|+Cl1>xc+`BBS%*;UY*Cj9BzOT1pX*6uG4FYR(c0+
zp^A21;z^wIsqe+ar+UOz1NCZqz}w*C$q&#cJA;42P~}B*itHiW`vS%VKB^ma*9b|C
zyn-u^eB;}OIzXOQik76-9C8nBiw0o`F}O->D39_zW`ZYh(`7N48Mjd~&nPJ`Vb!$!
z05{gH&N?h(5@M=Z>vN$Nk#d|m#L1qYU;d(RG8(SRTrUzOb9||CXG1YPE|E`Gg17iE
znRtCzMT(hRA=Fjg5Zg>~@7)f*FUT7Q`q|Ux+YYm8?+nyNnPh7|63ek~HX%N7eX85g
zJndj!tHhxWcGff{{r|&$SA+eY#bKfg``zxC8;su>3};vL3dS|@V2#vqGgT?TF-}BU
z0NRw61ezPk8ixkB0M(D%=<&iWZSu`G5D~~~JxY{pQ0hV6Ku_IBDaNjJl*=ORrg#2<
zuRuO9X~kZ8q&iG(D$B!^B}T@$252$Oo<Ncm+AA<{6a&y2Qct~66~(JP1Lv&bBQqCX
z*=!gBgd7T4vJnlFtOC#cr<d7-GePU5KtkHD<y_2w^jP>X`E&epW;efleS0XS$c_bc
za&u(9k|4c_?s5b0#nPwO7UOqHbKLP-b&0Vu)fAX6tVkeND6Y+Ow4ODd6QfT;k&L?#
zqiTUaz|0VrDO(uBU(3oF)LN&P;QKxNz5vD?`y{A=9u?5Hzfo=0*(1FPV<C-<xTYnb
zajKB+Br-Ok**LPMv-E!Zm%7sbcyQE%5ScJNBp{84eb0SO?|hYiK4*RNM!s_WcJWQI
zS7rFc&9vk|o)5@5eMf^RMw+0567A)+2_6)g=@)P_Wc-dBH<E7UYvL;z)cE_BvLAr;
zCuGO?!d90#arv=|RUZ+Va`UdUg>MW^AUv^E+Y0WNEhCp%Cj@W|C!N>Z<2x%QKSYEH
zVp86-Fg#Oj#T|-*(AlZgn8yAiAiuKJ&)6e}qjsgUsJ!5?0gUr|M8UIW!2BwWN2rTp
zOm3f4k;j(PT#LH{w1~_sZRI2^m(>tuEfKesA9B=ksv9w^F-jbf;QTNZ#I`7fD)Y^%
zo_TtY{TaH~I@q)9$)f7@BX^WcLhdm~1P{n*wcd`+6`&9!6PJ0zIv7<|2xAsynK333
zBPL%EM8&ZGnZ`f;<GC5ksG0WFMW_l@^6c}3o%pj&w(+X;Nj0PZ(OLNp`7F2f1_8~V
zx{<6VZQhxp^-f8RVg1N_5|LOoD0<L(;wI=rFZIp)J&^0{)(1jg!LwQ=3bA#uSs9Kj
zRrTw(9Sq~`F8y$qu+yZ(-q#{^{^?S>(}H9LWVI5oN>;%74sAZylUaBTU*iw!6j$G`
zn@KC9m7kg0z;5uAIV?4W&U}uk%EyC|&okc}|2UXPu`O;4(6ZO?-qETj>cc8)y8x7#
z3;49IWp-2v&1ww{kYo=}q);IDsV|RolsJx2<IJsNTson$-U1ilb%0|Om&lTD;;1L&
zEgV$LB>9u{$pi4K%*4oB7|Vn6*k#$QS9{2rBzef<UuMr$JQ{-h?$VMm6y%>qRyJ^%
z3z^F`uzl*~o1@%aQxwJXVqcbFd<73-<D3b<eqYn<NN~fkV*8!llMjP7dHfV?l3m^9
z?2@VU?sff7l2lyr8{fu_T^T4?lzSN&0`^gAJXi0;Nj^y{7JyA(Dg@m21{9WPr;#k5
zuop4A+SbNwjjwy*k`bPN4KLsem~ZD-@4Pm9EP>jQ8u;uaQd=Oslh}bbMS&k}Ax=9y
z|7v~ML3RYlCQXQec&lUnGTpjT*24VOtV>1Cmh7^bR+$eCe=>rQ8h~Ti81Ge<Bq>|X
zh8cZ0_lS-YF7x_V{>^^wbljkR@vn1q1Oo}7)?3l+;MT1lf@=gKer;`I<U}9O7p_gj
z2OGcjozAH!KLObq1Hd3<4L;i*H*(%a?imLTdwZ^4(K$D#MtX5o30>*c$Bhmxz-?BF
z)#0&}eH(;`wW9!1PgA2OyFv|c-QJny9*dmeCOgEvT!3iUWneI8VufXOex+ikO#K6H
z$tORA=1o%f6~fbEn}bIhd-|3OX`}Faux5&64t3YkHL$CJb9J&`m2H`8Q(oY@YZKi+
z=xN7sFa$mTbUZVKNcr4j?$6@V)wG%w`45c>^UIL4C$p(M$V8#LAUb1^d)TO`%@ja4
z_aOezH|B`Uahfq1^|g4Ye?uU^F#fcY;sCZ*6kyH*tAPayCUJx2kX{PSrGpvz$8*|h
z0>`whaA-^x_Sp{kn*sMj#!qe~M;fwYoH@bc;eK;0{%95J#rdZ}#z%7;d#4*}FD}3C
zKE<4+zHVW}9i&tZbOy~Z9jp3oPi8YI&pg;f=*>q-E$l8k`GKUv{5~&e^d2j4KHwnb
zakKoZ_<c_ePr&@StidvAlbzA9ZWb_MyOr>m(xFO7_XpkjelcZD>|k({^+4Fc)A4If
zcVw0kI@hGbH#w;ha#^aip-NKe_YkwIAooM1HObNj+$YyA(;y~@*&x}h5Y*yZd)vE5
zA&-<f`~~ua4G=+J8;Yjn;r&sO6sp+CH7s8crb>W6j~xt4=EE&3Mn@1Cx0$o5Nho6s
zU)NAhyQH7qj(Ntjn*u~hF67_$5Rj%YD_Sd8`Abzl_?PJfTQ>p|8tl003m1tfQ@|8O
zkNI0O{M})2`!WRA_nQna05SKq`W!BmK@DrwE~dt52;c`}0bpub0m8piogQ-s(p$4>
zq0E#zmQ^=3&sF(DPB57hNdE?K@8on`Sob=}A{U|b?lk61V)_RF`l)a@o>dGmrcYB3
z)N2^_7t{4ulzgh%HBrG_7t}z5IhMGu(UL;}TXzqzAK?)OK9TzF$Bekz(RqD<rwEPT
z9AQPss?k^P4s)Q~z?RU)h!Foa-PVM32X}`cG}_DKbKYDX`)$cF-DX6GrU&AJo)wL;
zP`yTJPy`XqQ8m#7hg8=6!rr3q(GB$R>z`8^XiYM&YL_)Z;%sU4wSKKap(EkxH1VKL
zF3cSfXy_+!An3Uwd1gI<d`D1zZvB@wVHSpn{NBlm8(Pip&udo;%G+V}WgHV!jq#G<
zC*Fd-Nyi@f9ic=ng|Ya1Bf{PWFfR=QV*k9WA$)M7I&i?b)b%|bs$Lu?EWQ+P`5r01
zIJCPUFIupBaRn?{x#wX7lc3E%52=(!IK*2)t~JPtD+e-xd-xmKGR}@kaJuV;%a&IC
zO^}i}c{YG2!W68#2K`Ncq6_M}_M=)iu`{Y<M61X!XIvW*f>xsK3xN>l?4uA=9%W2$
z_kgQ6pRxXYTQ+vk4dT2yNUk(7aVbU3HRugb?G(ZNRUvTGAH1_NT4tqVUeV?yX^Fk^
zT9Jt_Y9Qd}{Yp(9^9Fh=n<NEsWWRZVZW{y0LuHIbjxV-|-SC%R3R3OD9c5Cx6vgF#
z1L%eYqY81{ooRiah)nsqSU49UsOYejS7J4Z2s?w(JONpX=E?PPR@LD9+%&)nirY4`
zS-<~%J3v6DF#?`gK`e~?C|U_4IkF#hYqw$+P2o(~#x)C(oe~BifCe~u+GKn(mdpgf
zaI%X$@q9Ta;yd}%#Pc9szN{v2Z1e7KPJlJ}ml#6s4E-u^u~$D@85Ke}tP1#jULKUn
zj~S}mh{Tq`wB`bmFVurJm)R#E{S<;FgILP8at3eWW4!ri)`-A{!x(}@_d52BOl2^S
zg*Pw2X2|ElD-D8AkuxJs#)xBn>Ty<C4Lj(X?~hMqbaQjlc0UH}28*>xMHj8T)IcM#
zCRG7r>?$omN@L;NV&4`tnnWztCdEP!nSTX89YVxTmRVO!&W@)x1TDujNSY+OF#Grj
zstcW|^70TPo2!F{_e_H!rVzu01gFz)6@8B{<V<4^qQ4?Xwiy9Q=!UBObUKf)&D%#r
z=ESoaj(Mr};#x<uESyXh=Wh46S2Kr-DH||#s3JuPhMv~jTh_fg&TFHiK)cCs^A&MP
zzyDsaOYuX<>y-3b$ZoC2ahQapGe)|w=R=lsCpGkn)x-2BBdZ?wt;|Nh=y=If&{p|h
zl=?qpK3K?)ZbtaL<AyUc!R4mviNsYJk>_~%z?$eyf0oKX9$en2r?bQ%lwKy)!1@H%
zs?6L>OA1R56>nSCe>0;JwKz8B;{Ka`pJ3UfynuLM1NGXj@qI*xAx@mZr~8ta_P52b
z_N%Bdxdonxmtn!kVC4e12;4=aKSWu|q(38hkcl~ur4AhbNKM9r7f+(m|Hk)$LR}-l
zlRJ4NVD24=*IjLs7zZFX*O7~>dZe;gY>=yz1i5{jj|HH#bM!5?gV&fnf*Tmq+!yBF
z9qFo+T$WY31+LuP`&s5`O@Xgjb#lSvE~#-$_Dt?L;|?&HM7K(Iw<K!ShDh*gh67kJ
zo7j^tE~1w21Lo!X^AuP4vPD)Zxu(e~Ja7xvglG5qx6sxkXuk9?X*<j|tOM!tsfYXH
z1S@I<83I*P>m5><<vTxsSN1PA>fH<|_Gn-0EQQ@YM@B@ZgWJO(xLpevw7mzKNmr^A
zf{!nySq6eSXYs{XxixyVrJpMd<chz>kIP8<s1o7To(`I0_Kd71Ka-N6pqUOKBz-6P
zAn(S92ugnYY#-iJ+y*{rdxCh!9J@c=_QNQaM%*E!7h-9NwUv1_n53#{^kGM)V%*`W
zMYRBpv=6^mlfijycAt?i+qL5-RIGhH`44aWqr1NQK2o`WJj3aV>i_%M{o}(9S`e3}
zg!dz8+`k_5-Cwx{a>8*By4LdL|Nf_Olu+=P92K<x*X#9<Y1hLZI^gUx(!qcK|N5uT
zQ^1vWa9ER%`{Tp^x_H#}C=9e;^7;4l#~&{{VFYQAI9=!9|NC71cUu2Dt^eJv|1|>t
zwXOeuw5>d$`*uMI@5vQI5Of;_FU%D^{}@e+>rEYOf<FK>yWwdNqccIp=0*@^+J!LK
z#=rlHKKA?$;ME-r)8s?oLb`kiJ1`G{Y6uXxGCf7(fYlh3qmaV?^U|sR;Hm%iO>W`L
z0RhtGWP9oXg$)ACSp)%_=D#P9xh2KthLi4o4TtA){bsj0UyDEu4eg3z*DurAyM4ko
zN&C_=8}wBR2%_rOFE_WYyqm(-Krj5gN(T41X!pYd77!K+YzFSZIsc9dcN>I)D9N=3
zXZZBpgvyux7rUv}BLJf@<^AlT;=tvJmyZvb%lyNm4>TPm#5kM{4PQ(s1@Y#N9EiT>
z^yBQu(z5gnpH$HjA$O{24z6GRO)?sK_`hUdape(|CqOziQ-_|SNMkuzRm!s4?gGa@
zI$y-(xC7XkH{{!PtAk!9^w`-hmd%8PTD@D_yYAXva07^+t)i=4ls<s!7>a(mm?D0z
zBKS%BFh2O-)^z=l$jUcsX0@p3xmv<QoJwP$1U~c*0!c0rCK!lR6!Mz1d54)H`d2+_
zH&?aa#5+9SmIkQ&Sw9(m@>1x<y2F?LIx9Ki^n?ChryNpIE*60|m<Rn!{Y`#fOcgTl
z)`R?NVVPPb+*CK-K$)%)@fs+v+kE1KsEIPcpYlxp>3;$q@i6Xdi@RV}5)aC}xscN7
zRPRl9_NhxcdlyC_CkUR)q}0q)cruUv0qp5*fC*(JzbD_M7BK$o!^`vXpFKJ^fWsKq
zjDcW5804N_7EZ<4c52rD?&C4Q+<GR?qqponZ3&$oI{Dm&Klmc}O^z|$jE-R*;~$RG
zpB}D9bO^D$Mo|iwAJ^eeB>p=XMvo0fm~eX&Efp69QZl=$%x;O?e>Jgud!tE-Xv%+@
zP9}AFuD7!w3f=vKnQkZ=<l3db>yX5tK_!>L8s!TvlfWWGBoKj9AGQF?9u5aJ+2@p~
zgC}it)i1|k_kf6}&FHq}ZUE+M7rzFF{|M#oQt~9iBLmK!g7*=>un*8L6&+Nhja)@K
zkpTYb5yJoD8@pB>pu)}R550d1`MJX0bH6_+1fHbCw+;9-w=e`au(>J!Pbexkb;x(-
z8w<&M!Yj3_0>~t4K^WoH3`JnRXe{J?o}hRA<y`-1;}dzpuA-Lt&=0<Nt1^5l>`bQ7
zKkcAacKD?_R|;BRy(k!zoQf_hqL28n!bLuu_4L?3eM(&KIlPMau?j%CxmGH{X}(;)
zdI83y#STUHw#Nco|1dlvEoS&-`si62_@$f*e6LZ%^axt0d9ag)r2@Q+|MaN?B)`F{
zunp~|;;3a{HrQxfV1(kbuotyTUL{NZgPSj&0gu!wh+%<Jked+<idWt~7VQxJI2gE3
z5sTFCWTn5&p_?1L%3jIMT?FA}SOpU1VT2mFn<mb^PYl^?D*#c2Bjg$2QA7-YL~1^n
z9!2Rk$vOwgmrx8jO9;q5yxF}Q%Gbs+cFIA+Ltu+|F!FETglrSc#$IpJXJ`gw;Codt
zZAS1{Jjz54r&s5p(Lk7m%SI0~cR=4lSWyU&`s@-p+erjIf?VJ8Z;*^PfMiXE;Hq_A
ze`hoy609v=?lx&ef%PfCPtk6oL^cxDXn-u9w#%$MO&-hN&!(IctU{W_ln;8xKLxZr
z9_W1$dJR7NHe_e3e}@Z6!8C4f%!+wD6Fb7(I%xx_$e3NRfm|qcgbP-zH5)+b=JL#s
zSuV<5h#8(WR`m>E2Wj_c0i@7aAXbMde)T<T1C)B1RzD3b2@3pez4g|?eU@{vZo$E-
z1)^0`zV`7AY~eXRSZiGt9sg5d(d&r5T|D%RV>elgk}A0qFT9sirDhc_bX9>3nYV%}
zWLLu}l#tbgE&z?_UPM<r?K)CjnI(+e#eV+T4Cv895>aliY6|wR`^qf=wvi{a!AT%e
zxVSd503w44>YKQZBNXsc<Jo>zg&2+dko5-bkfIQTFEM~D)oDm{Uvp$NHH1n1lM!?k
zH`xdGU}VsWaN9>aV6JjlH}TdsMwz6Oia}Cx>5HmVtWk2LZl`^+O~62Hh>ghZZMFq(
zzHYJ_348ZHJ4PflW%Y}`e<&bTb2#%`B@Ezo<5{?Gr7Q%*nzJ9;1=%3<7lO;)iMc1G
zY1^T8eZR`rFOz>A4^Xt20#-`QLD`<RI|6Fhji9KciL%t;KSwZ5n^42yMmWbU%cf@>
z+2`f81`axxCK|lvhjad?w7`U<+cl2Wd9bowg-4A@1F4ktKlnr%b9=UVGLAceZ(_p3
zfZsB;Cn)@NE6In8=+}9dJ=CHnc#1kbZ>;fo<u}=Z4$U;_Qqy44iFnoqp@pZ9&o?1>
zz-GS0ax?&FPu}UgW$eT_2<gcT?x;m0uMZ5<TQV*EnfG)fYMJBTQ#Yl2<@U4h3qP(}
zFS4LhY`&<&ZE#rVoXOEgneUXks+CxTE)H94XN|00eJMq{q2=)UWV8vkOM5KL#4Ppo
z+41!nZs)5A_f?Xd5@RJ(A5HVS{r=PGsl@$O=g0)!f?_dTebbI7WjSA8(S-D=r)X&D
zj?J*IU>G{4o)^hZXach6#?P(Ln_`zLPVN(1zquNStamcNlXxXh9Rcj%b0@-f{?)*v
z?-A7Q2LKthP7eTEK3nj;^-H1ABa1JL0a?Wb=<1b5_m95wiHnO%Kx+?+ae?i08iB1*
zwcW`NsI+BJFLa6IT)hW!ew|y3?&i$`T`@!QOCD0@kVvNG)3^iqql^0j?o+L4f2jDZ
zEZZ^eJB<V%g<FWoa{Enm7o!$HS*fsmPWHg9fw1GVG!JxdC%=%Ak-G?<%aY^}K-sQQ
z>e>xDJY+W`DdmkXhP-&FfW|B6DbjgVdMr|rRs;k;3;@E&>CKsoE6^}2=$KkveDM=>
z9kZtc#~ZJee(*hhO<l_<NjScWkQm8R^$MDV=CEkAyIiDMK_%VwP2>%pR6MbsBVD@x
zg3He0d#v>nN7EZCC0%OmC~1zcb{!^&0gDPv=!{P%6d$&Vt>KOH)whlvwI^4l{w~}o
z-~eUN4ys9^JI*cEcg{pgOHgYz>Zl0Sf~1)6-2v=g#CDzjvgj^y1LKF)2plHgGg&cO
zQn$9gBf4?NuQ-lBelxCBx>M{2LauL>?bv&6SQByz-O29NNhy{Z3R|kTC2JgoLU8U<
zJ+G$si519R=b}2OZ7Cq|6h&EDPWtOy=q@LD!2DhMZ?{y_0m8Lb`99eO$Mg0sEVJz-
zDP{NiZZvwOwNVQ7G;rjIG)vG4RSZb~w(BbKoB%^T$oAC>whk9rL|m0W5jjk9j1?^K
z=K*n*1cuP_3yY`}gH)(;0cv!3`mx%MLEWKDA~FQIUH~<NY;|0n@7A|eMO)7pYiR4j
zhSZ{_553-|5IYQ#j}G4uItS2s+ZlbEKU{u{jh6;ofC}R@=`5<CJRIYXPrKxUP+y5t
zRqEPiYUjS_J#yGacqrn1WTthbOQm*AzU$CAp~RVaP0UjE4ZYxJ#M`%ma@LBk=-{Ih
z@%l*3EEnYBJC9!38HO^ASl2<8$VG%>4g>R$xd}hXNpSPHNJfjBW2kz%_wf1Wev1I&
zWTSB`AD=hH;1h?WGnYXIG06Tf$(`@u1TJmbZ}!6tWulb0qd{hepfL@PsdP0EvS59v
z2;-GFB}vFhw_3S>N@RWi$@Tb`YeJ!XNQ`g+q}mF;gLsMo9Ied72H{$cE_p%*%@zbD
zh+>Yhgn*>e77BP9Beb~lEQ62pnZJUyoGR$_$*?a65^zC~UM<LE_bx>DZzjip1!dk*
z;Oiv1YE{N!3U_vCl6nCCF4MS0p$;p}I|NS&M>8%^8eAz|EsW7P%itZuZ9$L4&SyU;
z%lHoU0H>QF--D;mn^3=dV{m;aa4i%1w{$@9fr{VsL&w9G6J#;<6*ZYE*#$a+7$(@}
za`m>QAV3wq)ODkRTPMh54uaRrY!|>UX59H0sUK}JvI|Wh;QzAJD^l?b{?(1<D*bGg
z03BPS*Q<quh=&L6q-J59MnuyAT;*s9(ZckNIk&6?KNlevsz12Ie`aTha`Ke9)7dlF
zfGXGL)+^?PXtf3Q99>VGREcF2d~QuHn&A5FJ>8G6=pjt#!{xmAEbfoWy-b2DDo)Sw
z)8m`PRdGk9%(YgIIFArJR+F5bM#9yvuzT9R)%_6jRDF-Lee~_D7-0OTeb<ThkWu1Y
z8P&+Fti=YOiacO<O>~!VCrqOabd@YzDPJiQ;0ZWBwpB!Q3;sRZagb!bUWji@HLGq_
zC6=KFwCS~4K8fYS%?e1UYvZpFJfl@SU1H<}h8Mdh(239Q%WV>H><qK|0{T@(8LU6j
zzGv#-y5DV-V)g!*^k;hUoqHeX)s)HB>sr!6p8hENLkr+&n<?gS4E$XOFLxOE9$Zqe
zho}|ldmfVjYgR1JD=WNp+?XTz=6MK!8WG;&-6fg_ar{ykg+v=eLS9VgZPG=IH$rX}
zRLfe&GTVJpeN+sjk?BM8IS)rU3Y2k+I%{!MEeQ8W8jwh#l&&>Ws@bU8T~`pMBu%a>
zqc;o}wTrF!$6%`UUBGSx+j4Oj`5XKz##$7uWOYe&o?{3mic{A#2-ON@AqZ*`N{B?R
zWkJ*3Q?eAkI^6S(1pzKaYa{jhf%mZPS*_P)!XLNYPwpXO8)e5564WZkUYU4MhLE}V
zgL3y-sYvTiu~W@&teldgWVcC~?}qA=k;&A=nPLta#4gNM|57ud#uM82V`t4qw*ntp
zvdrEYEekH);r$Y}ax%|?e7$Z%&z}3P7T_1!mAi^jymAI?-TkbTui!lmNbXC%HpjHL
zUVauZvr=`WYh#is<~BE=ekLG(4`>mg`T9b@&fho{--ab)!C8(Ry0I!D1cIB>q(43Q
z5MFlqWEj=WH1j#Q8H<TeTJ0@&nPa--aq|9`gykVQ3U8#HT)-^dkJ+B}LMqb&Izd}1
zLRidp6VN8GoPm2J-D%Ro0-lTKF<S;2V~P{v*$?hNX`@s&*e?<{i}ATFO6G}EqQCjr
z)IK4yRf0Sf!Q`gSM|HA%O#uihsdP0<8fVaWop*B#x4y!_fIi)Z25HcUl#>McJ?F*f
z{%=&3IE`VX@K2h1+Z^e-noy^>m_(i4Cq@>6d(JrM##Qt!mso^Mr;ha$pI@e}uK4(h
zYM9;YEO>f}%tfO>s@Ao9NkS@2CW-nCW2h*Z3{H<}<D9-C8#W<U-%lu+n7ePiv#7Ip
zneH<A=99}8KLt)R5(E%2MJ?Wr1<apC2fa#m1%ini%oKF}ICLoKmaIDk#^~YCmvmVP
zAx(nX%R68w)#3$PY!Sl0;be2g<L|)(GVC#lZMD0=msj|R)7pKmxRx(EE^C6p(;_BO
zE-LT7l64~}vZ}(2`W4OejSn>&eJkZ!TZwSjehFHH<_q!JEp)?~cecyUEw(HsM%BZu
ze$DsRCm)OR`mc`sJ;2qIqNv-Dw!gtK^I*{#e^Em~BZ5iIKxGLk!lkqPq7rnx<eL#!
zb50CH0-}<Ht+kBdCd#k4ogzcX$P2wn5-E<C*VJNdR}39edR`>9I|Y88ROg+Li{QDb
zF+ACq`a{R&lVt1<(kXOZwy!~}2cC(0y?ZY8uf4tLs<2|Xb$i41-SJrSf<T2LtxGA#
z6(((Nl*%vLtw`QTInFj|vzG>b=cBMvbEAK_w}B)UNsG6a1@^7^@2vVeJnVn8<-7`*
zqi>VyE)zD7C}R<Fck7h>JRN_W`Q5}kU}fAdp`a8-?Kb$oUg|Ywv?b}KdKn8U?=!LH
zqki?LTDW_ow`0w1pBcv#A3l5c@Pw!I)Z%Tfg%|+4*m5|jW|%(?RS^8vx}x;4pA>I1
z)I(}$Q=-PJJ8#=zcBy@m_|R0u+Yap1+FOQ*^6`ghVm5nE!qdVO1kbils!Q2d4MsW^
z1xY!TXR0{U*>R0LH~*5_ZnmVn(pX{`)7(jF@Y#fy7_C~A*oxCEvBy-wZ~Z9biT#lx
zv3_dWGej8Sa#FMhU*^G0Zi9em<+V|CB@A&2Ma)XqXPXj^+ZmsV8d@=TO>HMF|Lnq1
z?Dtj;@A<8whcLOFH1D%XNzXzudC|7E;89h&mWpumCI9UsYbfyfOCZJbV&B3=+{$J3
z*ix~!t$^-BeN^?1lJ<0&+HP-tw3F(~6|IexrI&{HZ0U8_I4UUa2Kr1Y;x+y>JU;q3
z6m5qQw&xAihKzl3s#483n%E|;<(gP?W#<{?<&)9p*bp}*>sG*hYNO(|iZ&^09hK9A
zCui-X<)>G2Rs)@spJLU7m6I4cC`$yFSTk4xLtM0?6YtzvF?9NBoRMXGJnTe|>L!l)
ziMd_Ush$e=%ggo4(4U~(FYkB*8{Jx+w6TEC&Pv_fb~HPs(aoTP^hWcq!68~c`2{|u
z9ofXIf8tG&gH*Q{YATc&N~>(oI3q&blS@o9j$m)s*H`#YrVmMX$0tTfeP|=C{5%{b
zL-k0s)^fX3b+gVkFrD1!P97wgNyb|*t<<NSQ(nW4;|)SoJ0@<_zi_GXSAB=;2-&u_
zQ0U&OurHXxjm4Oprobr&VztM%gX1?7fpSA!z^tT|`?Fu!jYXk1K-r8cWE?LUXqxsc
z_!&pqnPB@<Af$!Tm|I73#8S+Z(x2Hp(l*E`TV@B~V&$P_npH22WX48lpQO3tn`m4c
z!u~jM>uP2naELxnpVMtl9+GAnMA@Q0$D^(1+)5QApB1E4Mo*<~X_t?PCj8j%I_2mg
z?;WnXFHSf58C|<<H_{=|8$m_3O@Xs};R&T!x5<;6b-pY4L%7DL-}bb4r)+X@rvm%b
zeF5&p3Y&}rpDD4u>A!Ichli-j^>~|iJa*7=C%tTjF&tsJ-)%=i;yeO)r1KEVnaqtK
z@hehd2m!%VUDK{X)V_iOX)WzUTYMqQDlfzVAt%Ds&pa|S(hm+h+sl4bV09iiq#OI*
z*4%7M#4ptte4vTXH^P5;sjZn%=vaRdqCmZ`VAwYNEZph7iV=j0T(tClK!`zVm1cQX
zOC8t3ee7SEK@83T;3KF0^BeomdmePYO-iPPYmCnCm{fl`!B6{L$aAr1yUO3ZAlTu$
z4aeKki3H60h;ZXIxu|K*Fw|nmm?OC9w8^Lb=Wx4mU2V%Ye086XM!cG-w}FHCl+m%X
z(A`QnJO3g=eHtq<6C?`&e~!;fC(r1*HRLZs&6gs&Ws-ptWT~i?f&KCtJmAkqTl9kE
zl}-<O=RdA@F8-lw>MfaF!T<66%gvsOEp1U}nOdwy5WSifp)JSf5Kw-8W$^%jDF=T6
zrf~gsx0()O9p{hxKSu#gU^1pvy8G+{j*{gqCkGzLyBslS0ks~t`;ddl*FV{ea_H|U
zBXl9gp<1ZMa)&7!F!Tq<DAqB!c>o}XxW0K(HTpbU`i;N}NegH-6H-0{WEO<o4IlQq
zU|v_8LMxSi8_|v*5sO)oS779@?*qma1)g~9Qw|+$ljY_Dx7uW@xVS!^)dYwoym2yz
zF>EA-%(%egvw*vC{t5nQJ7J__y6NqThs@%~f<5Slf)&Yc$E$i#v#$m&?!rs~uH;;G
zl+1aea3Yn04kG8S&ugW6DLWfL<M_^_DULAP9z?eS4^n6bClK;n79H1fnWfvr-DNF@
zZPcXqwzGnHE|8t4IC}>&-(lt^!Ny?)iUG;@nl5rvZsHE4^;D;jsFyJ-F2}8urr5|j
zm(#BXHk>Iwtiqh!qm|+*Jr?h>O}kyUv<-ZW5=4+rvp9-%4cVipVvF@>wzPsIM5o{p
z;*4`a;~$S7mbaWj=+Uf^Hlo0VRXyz@CuP*9>*`*0h^UPw3ms@oi^?lvAwh+Bv)KtR
z!HApY$_TsDImtQyIgN$vu@-y43jZQOoa&yBj)L|%mJrot%nFTe<(M~)PSUO)$QzKB
z<v!PruHv&tp}awys(^<TrqR@M0M=Tta7(bvUI3L^O2}YY*aCC%1L{bBsAeIZY85LL
zhc{LJ+7@L6o&?Ip3^yO=OVAiMHt*z*;3jUrdPawl8ew@@O=$EwP){moBP~C$kP34s
zv7`=S#PgaIPXJ@bQ-hL#x!uMYq{1HHMp>y`q@cg`d8R}2##t5}vUm?-GG*NHsQkVs
z9ZFUH-!>IF{PSPXyjenven6;8sizU+9AndlFSy=<sz5!la=v`wTaV}<wWn!zlV8;_
z$m8O|EfKfJs^{=^;AwSfYQ0W$kbbzh>b*}4IS(aa(7u8;#3&U=V~y{Jpg&z&#}(zZ
z+i=)(2!aq}m6)5)(<8vj7cn)R##<`<Rb}y~KjjbB3oPC0L1?#(j#7;|rY?*0GDL1I
zIC(WaPtK@uDZ*9RT@fS61;{|BP+1Ve!jAL))r^Wi=OVNh<C--YD|-t}&kSNQ<r${g
zV3P66CMrFb=Jbudg%L)$n*);1eFXyi@M#iu9#J?2gAa$EvUWz#*k27f$A}nrW{*Fq
z3gf6pK#DX=a9Qx{?O@<-E2|BPfr~QT{5^(W>_`FV=M_>L1@ppSYm?+_p~qiME~I8V
z!_J%@jCdujRmWNM%?h<INEIB}5Ub@Ng*o1f!8`=!Xcomqvfu1r+iLEDD@9-0XG7n{
zTw-nI$(vFn&ZwnPmNQ20;r3#Dj+t%L>xyr)-0*eAY#5uwbQy_L7iRKRNUx2wQ#FV2
z;Mj{2Pkzil=sZ%a+{^+LV1cgt7xx93h*kyra1ADSm{`d#^($Y(R{5(Y;g3i7SR0#R
z5)*ypwqr?CI%K!GZXY(f9DEc<DB8@j`U$uCcL9NX&F4mILCa^>EafiR1s{2qmER__
zRF*U;3I=bI>&F`0V?0)nr<MBAO@ngFx?z<+4>%{vU+KPv5^`y7j}arITzpDwz=MYD
zInHu8Dc_;qJJy4bOt`N3=cWi4gr8!z{Vn+66fP;<L{gB`hqR(ebO?}4mV7<90gYa<
zo9dz51>0vSwLNJ2aU|#LYM{)iv~o*`Q9H!tKAh9I5bQyyjA3SQr{P__2gQlbR=I{7
zhGpdMY0|Z%Tq;g)Z7Rb`hxr31Su25=AYLDs4*Sfs7Eb#@^NzR3<Bv@Svnxmz^9H09
zjHlyksBV<18{;X$ccFV;WP|{ECsnGZF`~)?lx3HRdFr(Nz-#VhN6z+Ywi#_ot-A>e
zJ?1sxA*?5j8w<iZ#Z59_OU23((*MiEUPlvqBzUweTeYp(kt62=K<tfE9Ti|(`Y5^m
zNKrOJPD1Nt!rnsGSo2$D?OAO+&4#^Y_TMHwg@jS|FU7Ilsdan}JgmOSKA%~e8|Q6H
z)D8>NbXgXfhkAX48b#YAF|%;53{C8h=ABDNrqvxLY%G$y79V7A+LS}*MUs*m+pExR
z^m#j1$Cou|?|98$)1quixc49?*8D=G!ph^mLw?hq^1@$JdRUUJA?7R_m>)Z0Zwhla
zkqKUI?5xwQV{`n4UU9i`_}7g)kbM0C40+yI^YaO_ugAR1d6L`BZno8bc{>=YutMy-
zsI=t_jaxqRW>##k$C~fa&#jHRVdV#9in4YyF6EX_n@+E0Va1&UW(qkc<)Y3S<zCOd
zIFE4jJ(Hg5>!%t;O4K;Pktc|Q(cSIW=U(wbsDgG<rO&q0#0<i{R9`N~v6oM0<|*7k
zF`Z3@7QAKAlw?YeUrJogM!k=MAko>c&b^eJ5VM4@uhPL4bgApD(DUO5ra0j)T@s$0
zZQa7+wzLI#J_$j$6=9)q%cAc+X4h0_-e%nv?(O7xC;C%zrBUZCm-f`A73uxGnz25%
zud=ku^V>;VKHs}7(rYXfJQL>9ey<Oj8eHgA#|4XyQT@$Uxr+A?EyU^dg*%*{U6ecY
zNW`VDaYj8lmNMl5+5t!J2D(0@V><gv{|o$&T`^(%%b{A7+Utq<1`;5nkLWh_COzra
zwIXbG1oLeyesrmmr3C~yAsqY7A_shNjXC{Gn|HKJBB*)qWFHSVz$j*z>Mx?ay_wiT
zUi?<3x*Ih((}&kVLgPB>Mca{10w{b#yzL|NyGhWeD4zOk^NtLMb7BLoyEKvZGP@e^
zTItfvETb@q5_rKcS2H3vr><3`$FoNqgTJcTB|h~;C&uD^RLYpS)YglB;%&n>;~JQ`
z3(G>D(WS9jLl7MTdCRwj<Ws~V>+H_p$1Q%CfBxt&`<l)BeB-5{r3Pyhi`t54w*PdM
zKiz5?xdDoN)0>NBYmTQH&#M?Paj6fXwj*IE`B=~^qyOc5_!P5!w(1OZrUP#I_?sj;
zv(BXBd(uL2%Ga@KxTprs=89UBxh=dSGuf8!IY}(JzFaS)26ffxUnmZh`BX~t`rXGJ
ziD3=$0c!G+i^J#?tN?W~GHW&&l)Dt(QRrTpnx$^V^j7<HLf@Vi->v+2IC`c8e-H7J
z4t`H?%Fnh}Cuv`LNz8<R6x~syaJ^fXy^d?Gh2~+(7RlqD4u$6Xycx91M&`dM&8p9`
z0pr*Np(!R=CS{9CB<*{8`qX=DZ^v)<po?S8%Fja#fg&98DzwWI{lt>6h=1Q5H-cIf
z*3V*&H9?ETh}&FwoxR311@a0-Rya*a#uy)EO>obAP$Y3>QvKxVUUv52$EVh#&xuup
z41lB~h7T(qyyybS?bDDF*C5rz{tVQ^5t8<@^LCtdd+Oo2UZh;_JuZLlYa-I!9EDag
z>_BPkzU}5^2#Gn@tKG9ew!c`wB}@2Q^L;3Hg_}PPbNGQk{>1iC0n%{~P@SUpAh&G{
z(!{yV5D`MU_3=Tu3N&b@Q!PT_y#aI^&gSwY+pZHh8EzgL<6w3_qx7?jVzag4q+`*7
z{Pk!Zv9$-ljw^kMsC!GoEvpMf89C)8HXNa!kIJ~S0<>h}kQP72Sq}eI9~sO)RjQ!;
z%><PuGo9E_@Z8LxmVS3QeOCrFnI7HyX)>0Oy$u0*{j9_iN%MyfwDUp$QvZ}mFj^4E
z0c~b<%FYm9bRHx^9Tc~m4ql#hWD~3=_nRoBI*pMAO#}1l@i7<k0M?@c&xjGLgft9z
zCSsAd=9pNwLHt3tf{aWPfZN8eu;a%~9h0j3WAb`DlOICvE3@jUs)Jp#iLOconR4Bs
z5;)s$OiLz{lX{dB5k#KfbdJdy|708~F;5mwr){T|2hFqQ2hEQ=)UCty7N-K}3ftL2
z?lgv2aOpFMy-Tw0O<A+b9jgV2{6ZV;gQ4aou?}2v-oW{yz(m?;?+Zm7n~$$u3jB0(
zzOt$bqZ$S+?POtUWTvrnH7~DRL5z8H=(>i)B}insaAPivb}OV}7bgotF<Y++J@in~
zrOj+u<q;E&tOQ$HThKE$&6G^d>>}{`Gq<&;ZiHeL8CQ8ZjW7Iyn@COv=z;2}4IesI
z2v*(EXkvv7TLL;(BbwHEVhMg8XOz?EE5;42(oZIq)PR+{X7PU9@WJm1?l)ImXvSPn
zbzjSXp(Qxpdhdmf6ISmYf{HYE8e!1!&b0McK=}{7e*ddM9e;`p{#3=z_C_O;OX-6y
z_g%+_ADs+nIE<S6HZXc~D(|HMp2?8j+YT8j%u}RSRG@Vwo$F_RHrz|J0eB7iP(@`1
zrmS<yG{e_t9j;|fS)y1GF-Hn_P}`^V!-{o7D4{7JpUNOOv){a#7E~hSl&{`O<r>G?
zF(_z8LutCqqRZo)G6iEOBPx|^mA#m)+Sy<ra3>Ncdq25+B1?@ux6f!cxB4JQ2$XCx
zJWmmy5}aG{*p)V?t;QR8=MUg1!V(Hq6%oK;dV4D;FW>elzM2JGBnu&^OHMny=MOy-
z#pU)a)A3`l-j&W=qepGu+aI<FWdl*!IN%^}+ECzJJ>rHrLxG{wm=R;l3AhA-SAlD+
zpM!a>y0bxp0O`o{_imM)X{R-WMk?kC*DJ=mWhDbMA8g06JP$NsWC+TXmf$Q-UJPyh
zAp4ciFNWW`Ntjh9$oh^G<&B5)C1Yu4+xnAt*4nKmj`y!h^@?>^lAZV;_1^zIlXBV!
z_%c2H9ajEsFmMQ>)!TKD14-gGNwIm?Gbp+dV*p9XguYS*13%S0kx|;_#^al5XI=w~
zJQP@*1CkuFBoDX0ktoVWeTz^`3d-l0>?gZDu&uJV;&G90xrvFv%VR&Wx=ut?iy&7^
zXfakUQ14Qw(53jMJE=T1pJ`>&jn5KzdtjCC-8Q~)=aH`fgD;WE!Z%bQTi41b`6lQe
z4^4$fk=sv+nnHgC<tO4F>Mn||r@L;RAm2uu7vol@n_+49u8#=I9%W7lO)60{BinxU
z%a%XTWQUM`eNoiMz%4dZg;%GsHSj^8r*@p4!+x>kPiK>-jK~$%pze1=+bk0t>(Sj@
zcz|37>%H7g%t#6T3sVP=G67c2q>bfnD%XtDE-CgP4;a0>S?+wF%MqRmp8mg64E9fa
z?w!D{5qt+?SJc@dTkzXfGWdF`Gq<%&6Cc;dKIqd#CI0SZMy_k7M9J8Ih7*Y3TKqk?
zahK48+FNN2-hQR895@2d9xmvbc+1QYZg7B=%;>#c|0l^?K&%W(AmjTN_~cVq<TNg|
z+!#=>P^U#yL$h~*#-v6yuj?4S^KTc(>uViCeRW2W5X)D+N2CqVH$qii=Uz>B12dPV
z@-b|ehE~R|iW;bZutSK&-2j3{*A9cIQ!b>96{ZJ;#Qr`306+td1$CA8oe7wkh>x%g
z?KIGK5=tr^@C&wGEf2v_I%rwGuv@i8)l0!CRDTFZ1&1b}8|EzY*>4|X4458AeR}IF
zGT;Oisn6ryK1Y$I9EdK%#E6bUQHvAlouDq@yI7;kbj2SL>`B7VDB`cnf)*;r6U<;n
z!Ve)R_3$8EkJMNR4U&4(Erf|WjX3_rn+uI50-mUW76N{ZK4J1>g97!V*4oDMT!)oP
zK-^};0OWBL(T9w7f@J8{WFk`6WTu~kN?V4mW7=+}?&q0^NQ6)O>*gSl1q7Lf+<k;o
zbjx-f@M=VVAj(3&dbNS(PRvyxJHL4a!A}^fsTNL9i#pi&UnfnzP(TEYI90)1K3jlw
zDpp^!11&1!4u9zS7Ft88ommPkeYl~)Q$9PL%As#a?)b0Y{C|LZ!4x#e(EOtkTp4g`
zJ~d`o{D671GlE6rZf@*@e^bxHznPpd@_&1~-EVa}1v!@qH_3C7a4O`OVb`Y-O`b)c
zI!(CaGN=EQZ?Wm6RKqLZ|7cwQeWVDcr_yMai@sA5z9;8NOBMRGJt1^Ha)b=god#uD
zE;U4`3=||_`UO>n1|i<KZx`Y`Pzy1p`Uiiy8z9f!vq1B^qH`%aiq~F@Yrp_~#NE){
zjR2wsfs&NF=&48mLP-s9lKhhV-<{JL3OlIGH*Br+-$1agUEu4ARnG-&{@setH8_Uz
zGW$*{!U7*-;kjAuv4G$*;4ZvnsR7$HcI@2VcYxvj>%Q0>^xJ(bfapS+e_93h$ZyMQ
zKBxVb)$~5RKK<M?0E6isi+_YR?gCNJZxxVjoT?1hvBJ;jO7)S^^8RuN;VZZ(?{=4p
z0F1)GZ675Yy0T~lj8(nwm>TasQw9!zZrbx<^vr4^;aG)Yh^reBqy0u5Y%K~kF{v+%
zv}gY5$ypS3AQUdcE|?<!pu4mQ9FwfrjHk#3SAGUTxd>suj}mAKnCB3d5X~``C}^M-
zVCyP3uK1+lsX71YsYqxZLEsU5X+-oJ)Xs98)0RKwN}fB3cGF&1I3w4o5Ey*Kr+s9r
z2!cI*=n0F!#rxkiLd6V!KIXspH(R_r(OMh<t+hywe!&TZ581(oaG~KhlrtGOxrOF|
zX9?yuIWCDGhOc)8lc;#RVc$hS5(&)lLa^4Q8wjc{-cxi;#>}K)zpfjA1vvv&jOhTc
zh&o{|z||Fspv#^Yfi-$=w!?4avA}&adTAK_<dc~+^o=huyJ+t%#$d*lupqZdsz@qI
zd=QANbRY7jG5h3$pf+e|f8Ho=$G8Jl4CCPlX!YttzJGKwCH@R3w6sZUm5ywERW<no
zJrAjD66yMj@cFy1L3cgTMvsu*-Yt-d98jayH+rbJ&uEpdCjU|?M{5T%@b|y1HEiUq
zMFH+ww)@`rBl~o|3U=8cJlZ5Lkj4DDKqCU9OZF4j)x+M5<8#Njjc^z(ZgTnW5)Xde
z+Imx%k#`R;c8R&Q5UuF8buw3s&;E{Tn^Q(xFg;=mp5A)PZ5y+g*!1|KR_T|286Hc3
zOygDt_o0WS#<GJ?(T5Jgtg3Uq#Q$}!ew{r6!ZM`E<(*;vuTl^HGw0$Q2*CT=hviot
z|35DX`jVe7;NIZQE)n|G*#CV*Szs9N*6>B`vJn3M%fBpkt2Y?FvNuy>a=%XI-+q!W
z0lqv%<6W}9JmBx6MBgUP4FKz(L+Q~7Lix9?^|zn=cT)d9m{hl&oHBm5@DcXu<w&`(
z`lj2F_1IvFpgp;D*-z-#au2ZOvaxv|!_>VnJ;-=~orROYhmbJ0F6`BTg9qSeWJFhq
z7+<ix2{?+YlW_gc8;M;iYpJqU=`EV>>*?)q%6J>UxY0W~nUt;|dM9gTD}DthPDmEu
zN`$2+z~J<bVc0e`-Yc)fF{A(e({KLupAm-$4~mVwpf1Dwzx#XmD#}3DYJW*i+gZ*3
z{pNpt{_fD+is_%v>7RM_Df*9*{-6K;zpwJ&RrzCsiSKoTK7PEtmhVUb1+#c3sPe_J
zFRyN1?uIVjZGZ!Ahi-OpJ7WGMGLDdOm{w6!lXY3N%jpXyiaOBRX|%Z5*BAYxzvVv%
z;yP1hsZA^Y>G)_Yz1td-Qd~u3c=))*MSlGM?nn|v@xj`;CJ_nP-j&~uRT7k%bY<H>
z4m=t1J}ebOBp(Kn-OPSG>p8CVSp41|)Ktx=Jy{-&ZcQYytq(AoJA$DVw{(iiS}tQ8
zkGwm|Hsb`y1{o9^4uvlJ4SvP`=X65ShUdsAO~@VPvD8vsB#Y9L_)#SV;L&)(cB~Q+
z-J`e)3Rk&2Y-!l<CtRFxQ5;4m67phY_rQ}7Qg>y8oT?3o&yI90v^H}b`6{MychK0I
z_o(B9+_BY5Bi<mrczT`GZvfm}R<p0U%rgK1DZbwHnX7|O*0BPGDcu)1(k&l`FMm`N
z$nJ3E`r?vy97}Z6JIInTbVBgJ^EWG?nImY{S1MGrA~`tVB=h@RK^H`Q-a|)GenjNj
zsFUVei%96m30qOwyBBksza0rYX6tk3V*C2B)RtQNvAz;plWmoNGG~LK&_9e*ggn?D
z!@O@z1@Lli>IVjh%0c#Pk<Rn%saN;RhgaE;9X|W2z`Z-TiG)Bxc88wu@P|8Bu4bNl
z&-P?hA2>8EQdOF!RGAT_5O233Jr+|O_e^XmOU-k2l4*Vw9m9MzLPR@>eJRolDx^0e
zo={Oo8Xc$JGFrS+@uIA~bM2*B#IE6l7m7GR@ZtLVl%}gRUXd^P#3VhQ@|WL86e*6e
z8<S+J+?)k?u3_9PK>lue-`|KWzA-k;+<j#6-q=`a?U@3zp2E#3YvVi58h!q-x~=!%
z<%D&`4HeNgN<1(}zlA!%UU1ixf2`sNIcMv~i;1p|eUVsKhN!#eK`6_f(v{w)yWDA`
z>8Tjc3m2$eHm|rbMHebWr_4lSl@4&en0xu{LJoDT(RAjy<mRJm!>)S|Tk2$9UfB8l
z25_UqguD)~IneYr(u7}8axURzkz{L}F+IU!y1lP6r@ek+o`~5I-ytA&A{aX2p|^~g
z);g=J^B*JbM#BI$TIyhfDO%pU!Fv*BjycVF4O7)pDhz1)+-hZ^YGHO`A-u9Je%|d~
zK%x7pzB(g;-jzH1m}g=|!k7DOa-7TG5K&%Vy($y8tl)TQ^U~)d-6R>l@_$@U`O>a;
zl;4N>6m!amTRxr8S0DQ_6F4U~EeRXiA@Igl$&-su)Sn*kI3O<KLQZfcx?}45=HoxM
zy|+C4)vfS~2iyc0PBwxVt?_slXI)+p3-U9)y-472iQ`dGnIU0*G-~LbBf>tDJpFOt
zmQn=}8m&GPF8Es3VBIbe{pS4bO45@u%PS|X>KN?(@72~vuda&ye)CnnA+r4L47KF?
zYU3+(nNxS7se*};(ctoN{`XI=A9z8)ur2<ZAssKRw13baH}2~LaN}k!ESsZEjXhC?
zq^-#nvT}pI21KfpU^0F8c&3n@9*4?ILxz9n{gL&}gDFdpqmCe*$_yH6!NQCl6mzI=
z?OW3iWf(eABsDcUeBnO>N+q&mVP?EebLVMxP1s=;j9f5Wyhd%OX0)zdw^jSWdOphe
z)^ul<)D|^qlJp-2>=iw{B`5BZV>Fugg9JXu`vJMR@NS{m{67EXNlKn_89h>>FXtXl
z&}0e=gI1PxeoXek6rNOlw#ySWQ}s-K=Ot>FXdCPTU0}Zz{rsvQGof)H^)NJH%{OSI
zByBEx@{sj+^F{r%60$krX8^FxsbHuef2Ab*W14iyr6W-oc&U;ba!s|zo?ZuaaG|OF
zhiHD&e^BwQDdCR=otB1~U4OmOfQH%mxDu72PP}%tETR5-_EnZFuiYma7T3Y270uCt
z<7(2^N%6k8#}nA^zH&Bnh4#F7J!bfdu=WJf>yYFB+S<haF56-@fAjF>mEZSst0>|5
zd-i8)+!{}WPH4g0MWeYRr<-wLp4z{)Z*d-YGLHG=_91_ahfHG+JdyHwK$#?(ep^B$
zCDb=o)6r<lzI}txgw@q;4mckT`@erH&dc*Oe(~E;XjPegeG>8lA3q)JbPnIP+I7El
zr>?Brlw5#vRpd+OH`SIxOk#n*?-ml-0bobf58b9@GVLjBrr3N(_;V%esM6}EgCCy8
zdmOmLSvpWmnLvHaUG9%F10#6^J{@&ajUw7$O<ZnJC%WL3B{r4%a$)(1wd2da2qKm%
zt~grL9oIn&f!eieCm29|ORysH%fcx9r<iyN)8S<=oK@{VnuNDAA_~U#e6qUe%=n)r
ze7uLzn9<nQY5M)uAI<uPUNB2v**M0AuM9FR?5{rZLNn?Q0}0DSOs=%b8{r*~EJTDh
zVa@9YAlS}WX#e$m(aNMRUN49UVS$+$2~aB1zA+rHYx3EeNlpmD@5TEHsE<RBu<t=D
zH$RTyy@dOV2;Qa*98+RgRpzlLC*S#FQ+ZVa4lDrODp!7rsLxu!WgpXSpGhRe2=)nU
zI&F1S`!WON<<-|t8_Tx!kElZba}>o1^U&4E84_e40zYbHbQ}8e7D<=t=SXJ98NWWz
z^lWYza5VLS7m;#n4LkkpeJr8DLzsSV#X)KABmMt5LLZnb?|U2&J1jJEw8)H_D!JBQ
z4xU>#k?j1u+CPnH#r==PX<`G*%CBW<sEtf~D$z52#lhNCB2fjx)2BCIQ8qET@%=x1
zy?Hd$?f(Z{h_QsRP8o)=Q`TavV;L0LvlLkq?x;azEMsR#BzuJHMV69MvW$ISOGVi-
zwz5xlo@=`A@9&)FJm)<BnN!2(b6xN2dT+1S>#Z(!uyFoH6yl@m{~eliu*6>U0YN<A
zoYrW1DbIs7<?XlA`QJVKRTRAEpPoS#N~|oy0p7xVN0vh&<XjjZ<*LB$+%kfstZPo|
z-3^mCSeTps-)->@{JwaD!P#*TYZsi38&QfOCN5(CNc`W^s)MI}Z6Ez3jN)ydK{z^c
zh>6dtcAe?BC?*)uqUfWQ7taFz1mo5J_i}*eu?^>&qy^viG|BE)x^->G)WTw>@^_76
zOLS}Q<^P`iB>gBb)zXo*zwU@DRKx3+_<?mO@eh}%E?B_U!GIZGA(M7Guo_X|5z}K<
z|1+&wHn0Rznu&KKz|ts)8O_6AgV}$-yeJ`8k94Ez4M2u;ryMm<C5AJ?v=SfkC>8@W
zjJ)Uf_ZR<0G@v`hpwXVc)co(uhV4>prJ;M|1LfpZN&H>IY6*!D{xDszhG&O%+L+kI
zW+RA+KeVob+GxxD|Gwu%Icw>89d9)?ruBF@N_-NovE%voD14w{&<#v$<4Y#=HeUoS
zq{<p#el=h$-<1;n`ndmHB2U5I6>RF<q@^6z8Ur8%4EDI^)9dqGVC^1Q{CME~_OHR&
z%z$Oa?HK*LaxzljUuW62b`*d!af_I_*DrgUn8+wyFGIOJaSze~Jx7{RUcvKQ3Z<h^
z9V+nW9SC(tDE(oM%Qpdrq;rO)!ufwbNdvrMIW^^txZ?lagR1atKO152XcpNy<$^Tb
zJK)E+8XWkojkTx$KDvV~_)@#@!n!BL7HHcRvz^l-5tLyH-i0g}K9&0`SF#lE=5$(~
zgJ@91t%J_j2Fh-9+*``G`tNeP_Y`biMf#)NWXj=_`@7^ra@NLgO(_28s+V+cU)o=*
zO_Kcowc3ty$X`L%d!Wx(1VUE<UQkJO?@2q)4h`m5BA^{w(&PZ;?(Vm0XFV+%r~kdQ
z17+*1Cthv$3-gDa5;lPcg3G*y%76Ud`&HL?SoYtuZX@$R>Yxc544SZom0<dSlIlhB
ztmWJH7C+4E(?{1<DHjjTB*pB!erPi*-P}p`kEAKSl2;Q;QP2FEIdUs&Y67V1-g!?6
zEdnW%8Q26SKBQ4PN+n>3g~az?w-kGJC*FBEkG*okD;ohz>R@!!d{wgM?8gvb8HvE`
z^E2o{9j`bC-BdjS7~%9g_3OF?_+Fz_g_8g5Fcu0<gltWYH82njMf$%-^-fx1-ILQ`
zn?!7k%2S-|Z!%d^2!ehR)z`Z(Tmvtck+v4$-2iyZY_vlW%*v(7{e}eTS8KDB=4wDQ
zqunD4kGkF)$`|<(4*+qwD`05CyhVJF!asZ6Rt=Bs*5j-SrSa<z7Tt{luPZMWChMxD
zc3gIlpiu{e$`W&9wTs&~2p2BZ!~zhAlG<7r%M~!=lvff#;a>)P?XgRvi0>Basc$4L
z0;yDQznOU7VS4z%S`1qCkb?H@pDf@bm#SJCPs!zYCxGqBm?b`aW&>_Fm8gr7M3!GP
zqmr$?$q9c<^%F}Gs*3V4Uur$aTS=!?KdjqEVzXQo^B?>IgEfSC%yDyjfQ4#F3IySr
zk|!91EHOq#{<n75C}%%Szo-6h92*8sKwthEwcZ*iv*xISr!J&WNEUGefp&}-)hL>1
z%602<i^6>m03r9&qhA9@=YD^CBdNBTIne9rH&<ZhS9tiz{?H;|An-?WKl=FKs)dD}
z;X_k;(M=%JpFvTK|70|~EyyM|+fo>XKp9X5zZ3(IvtaNn&t#`d5P+a4sQsx<H0(fx
z1o`FvnWT#D1@yAuUDy(FB==}5tZ^A#@o@Wr1elo-a?r8G)40xaZObeD!-Vj6pbTvY
zO9S`JuU|hY{Minvh>*jvkUpaoip>7vTm16d;mU*V${N#~IbayCz*^lvu++91<TF-b
zP-J1ijh!+RVgx8ssQG2(RRX-@$S{R&b1pLf^qt9uVC1%Z|7FC%6rJd|)ym_&%6Y#B
zmqvub93fW>b~G{KBzR3(DqDXK1rq&f^5s3|#w;~pfwxL}Z|UqbXNT@?0FCC07fn?L
zdM5!mU^7j6f3-1$5>?trT4VSKrWBX}2@*;`zvIidI;xWV0T#c1#wuq-(c{bDw>SI7
zt-kh08|ft!;cy&ZH0sZt`yXtM2ZBJ9Pf4V#{lQ=3YG8m+e!c(#4#fvV7E7*INLb0n
z>l||V0k+O<ZvN1Z;y6g&6pcc#o{PD+1XWC_WK<82R*&&qcP=2v5v2?ia?)!Dnu30y
zw3zL;GLgA08Ljy2b|R?pZ)MM`it-FwDyL6A)CDdunG1i=H+f)KAs8v#u>XBE=V8I|
zmho{)&%qe}_t-E<pFjMf-Qg=a9cYQ(|2kj<fflE7S?sI>D6}l}d+3J$G^2fnj8HQ6
z-rXPdI14((;AU>1)mwkQ_xv5N2k@^&jlJORWnT|Yr&pa5H@=K%t{eNfk}5dOq1k?Y
zoJOk?$dQjIDYyRyixD=Y3Ea9RwO9m&N*U|*OD|+gZ}Y&hMjkg>L)oQfTaFUpq<fb7
z<!3u^yP_c*qLPQbtE70aB45P^uR-xLT(Tkpv~zVX*JBBYt^1e*H|?F~*V{lMC*2Ov
zhe{~?o3FGnr4g?8YV)*d0s+E!ephYP9)QtruEU)kJ+|&#&m0I6Is9pSbW<6OV6qJM
z6YF@nrC-=Y5q89t>jlNJ-k-pr*X)nU_DWCaXG2Xf?ZQjzf6rsp4{-gLgRVg^WkbzH
zz{UJp<Y4OA24y&f-yY@4=w%619eqNIInmA#-voqMT$y>U!zEfK1dKTQ!)9ryTY(Jb
zvLmzo=3P!alP+2Mctd&-kjZ@aVnTLe>MLav4k@v`#WbB{to8T!W=O#x<-e5BsZO2z
zx}cRgql*8&Y?lt$!AGJYcpy0ObCbD0DmOu&veO)RFw^+rV&c(4BHK)2huVtQA~$}T
zd*ekl1yrS^)jM!}Fd&*;My_i9mD;zB3CDeD;Y)kVl~F9<YZ`?(UOhf+#Mp1Yu=*&W
z_v_hRJ`w0gIw;Ik^$S&jUGbbM1Db)}-ZiWVsHi_G;Hdt#RT8pSLic$wb>%Nx?}tb<
zM9<^)Js>@Pe!q^G=yK`v*2#XU{CMbd!h$9NedW7|%=zgKN<5s)GYPJOIlrC>XA|PH
zE=xm?0f+1Gzh|+W6JKs?>B)#@^{euy%(&?dUlmnbyu9d&C%LB8;xH58o%^fDN2}~f
z`x!iBy<;cS4jw?H*#f{S_3t2GMTk+^?^dLR^jyT<YU3gp`h1yBo^!pji=*SA9lGxC
zH`I?JJkI?a9XFk$cqW4)7rVa^js}QuJ_B>o7NGr#07FU!B)4Pgcx$P5X3<Bp_1{i(
zAj*zJ&**w*)bEb_L0IE<L9@TlQQzz6wLa}o({*;Lli4Zd=NyZ=pnCA6JASXTUXs_I
z;Y-#ExVfVdL^mJ@a@Xj1H}^Ob3p@UjcxdgnV$N5lbFeeR-I!sw+igXvTBpniVK+rA
z1tJBx98$^8OLCq>37~wfm2Uo%u5kt-B7U$#A<xw>am|y=f!J`pcg}~MtK~w@spt1~
zUcb?VdO{DQR_!((rx$9os9iYxv3h8S3~0SDf@DBr^Vt@u*SS2i7HD`B@4y*Uesk*a
z%#sHVCk9U2ssV>CR(RykOFt+AyDtR<%<F%1Ab&cJw+4b4I1>Z1x-&t1HNKg|#36>v
z>Qg1`TFsNYPba&49u4*XG#x>LouzX|5oa2KbL=BJwH6u1x*Ft4XD#&3&r_~g+kdx}
z0sZ9#iGrQjE3)4!QVl7Yyy-}rB(oGOq;MjC{ncR)pdycL^47WV7$flqZT1H`XI*|=
zSV+Jr2!(tJjD8w(S{acGy|!~^z+bnaQQk>%*p!R^;?wc}RYaFTsM`@>vi*c|Tt6oP
zclk1Ajhd{Q0IG~6*{{_fESXd%pd^H-080vRfSbd{2d&2CWNe6{APqz`&UucKQngbP
z2}gr0hl5XijIU+@XoVyX99ztP;MM~h%%ukbKSt&SMPEuujt&Yp0vJf!G?e4cor}|S
zL+S*ou-Ax^<GeqHlTk8LfIW6I0H7MPa{#e_`xf!OGYHgMgrX3b2+f}n?;fN&qYqlp
z*_($HgI0QlfkyJP3JraRDITq?9!aS!nI?AYc3gh59MpXBxcAjs1U{9ZT%OQ!Nq@mL
zKGV10cc@K2l~n6lLIpOh+8C#HZ!^z%Dc3QZ!b!}rI@z$GBYpPzPS~TwkKH)o#umbf
zE;?N|coT#nQxQ9f3HwL#1`vv<OLTS-^u?Wpx{0ANbg(~leA}%{TaN5k=)W6&mFrhH
z^R`Fds1<E{8%W&Wc=IEr9{Y<@@i|j{o>g*Tzvq$im#ZcEyDgcQWWfYE>+6o!D`b}>
zee_qJ?rDza9lUG&w8x2gh!L6rzq#?#%R8Skjx})w2dvtMbM{9r0iD`>ay4rawO4k1
zf|oAL$zI97;%46a+M(O>pOn7RSTEQ#m*eNyrIE(&xA-5#EV+^fukWAs_!CNalU<ii
z`sTcvQ9g7z#Y3XSP#08C^0n2K;}YQmhw-TNhOMHnv9VPdZYm=598@=0@sH@fQP0u@
z%OBc~>{xH8_1`{2m&qfifbDzJFWPP0TAdxEp1uG%JlsI--d47p)??2^1pO#pi}1>-
zV;(;zZ}s!qQ`~?|ERKJZH(yF1h}UvQ^TU)iiE7l8q}EdVU~eLGuNxluQgV6I4<qT}
z+2z9s{mOx7GVeaJ{F@rR*9XzFl|g$D<?_j31xbYs%QT&l4N;X6lMWyg-uyu7+FR0B
zDQ>E*;s)yfxea$FU$0zVEjB(e%Wg!EtY5<>_&b}3Z5?G#3lTNrBhpgEB6lj#gWJdW
ziEWUC(Gw97^a<H2-xrO(qO>`H9(@bCckb0=5HX@9WxsZx8iEX+q*X%h^4bLR@1TH=
z{wv5$>kg~C6~SZ1|9TJyOkuq&A5gtFwvGFt>2{+X5@}E2;<N8djvx-m_Q$?lr@l`!
z-@nwj|Do}Nl)x8P)15G%3^5zZ)H3$`vrM^L91}Cn|I-3^jtWWy8gE;9bZTM`WS61?
z8uWgKb&@EoLgKaPFoeJjsG*6X5eVhrnMI99YdPy@XICh*tXgZiU<qCfQzl{wKY;kY
z-L<BOs!Gg3UL*hGf%OhVu3-G5#F?v2CyBmaug~H^tSfg?vx{z5^xVZUQ7zVl;3Zb)
zlSwxzS%LIR+jAY|<kbC8QSx?~{oy}cDNP*I7s8`K94K`-BYos_%O-=Z=ofqL4n_fq
zo~Adp9&+eEd}Vm*aH0Sx!Do*>R?I%M-KQ`axPD@9SUbIo7Iunc6DWbVNCu{|3&c#y
zh7hq7mpmVP-k-IV_3Xa-cAfFj=|<^;cX}HUC>m#!Z)hNK(Wv!J?%~&5&wH%FbCUL5
zn-^;j^QB}Inh0`Ya|3TKMKbCMSts^JjfCH3cZqJun~?M+ybpuXLx;s;_eCXWOx;Q+
zQ5^3SH`+g%zU2erQ__s9hIsufhY!`7p5X)xN|&~1IMEbeo>Qdi&O%V^Ry{>K3dJOj
zp8N(g;##7T^qAfSv=06l{`sI@pLcvo+783_JU6tj3C2zB)hwFbb+^Kh-M@L?8vHnl
zwz<4>QgDxV2~G6;ChQxFvG>jzpAdOXi6GTY2B}?_nkZxKCRniQZ1vcq2@u^GpvmUw
z)Ons1anBe9tw>pX3!F+<XeGIU`q{JRHZ;Y;2Vyqopcbqhe7<8sVOkDPh%B`gH!BQ&
zDkB935wB7Ol77SFLBE1WUQcjCz**5*ZuLxVMh}zz);fiN%x6Uy#3lw#I4`=!--oPc
zimEPO8|Zdk22kh~cvNbjsH~!pF}z3K^4Q<7fi+AnL8h_g*?=|13E!kjaJ}2^i&Rgm
zK7X9o76L*zrq_nkbiNS*ZC|?HJ%CY}wq9r3yo=fIJ?Y<2P{H~pDZrA=_sQ<*O_iLJ
zZropj3DMC{6TP0!)`>15{%HTAQQdC@wYV;Yun%C^%`W`Q#eH_1!-KQ6TrMjuK`EH;
zg}kO#XBayXo{vgfdo4NzeO@4C9GUx6W9!oXt1rnIfJm~}%stbJ5=owC6-)SdjSbHc
z!CQ7-_OSzeRq;|yXuJ8n$P>}Dk({td*)Ow&a3LD8uWgwT)wyUkBmIQTn`S%J*-{Cn
z--P=y@xrLU&&Y$Oy1&7j3eNf>g_1gM(4Mwufjw|I5JEztODJJGy=>@nHA;G2xHc<@
z*uBJscL;5N*Oz8gh&-6$oTg)ThmT?6h(ieitOYi*t#9s+mF2pBjzmC2WCoEb#Mt;G
zc4vub^KMx5)^pVGwKK+OgZzhTAaCfWHM9IOqOi-P7byFACQsy_lTbEV;clid(QxKS
zYK#*xG%oo={5S;VwIk0WPE3>r9Nn)<HcWj#Q^laDyJr~RvHU>KKodK4f8f_ecW+i`
zTsV^rN4@Qmq#eH-`G{5I=NWDJghXUN>>f*mdci6VaKW=55>daq7$@F|lw$+<0|b%R
zWHkie<Ju(ck{U~-Ri`7_X+PU<#9g8hR7zk+immB86$v_>&b}a%HzCvHW4I)Ic;4vA
zB*>0z*-TRp*lVBcvi%Z&eIHCN`${m%Y>L|VZ=&XVq;2EF<Sc$D!Mu(9^6ZDhxsq&|
z2_GpMsq!b%<YL=IH}wg+1pg(bL-{$38uF~wbfizLdh}igBA=0MTl=HVFC9K{X*d;Z
z^*QzEsn#=FJigVJ>W=g)A<tN;Wj~v6zvIRfO;G!CnNs!BAXx>Z&K<JN7aH<on#2`L
z4VxBDN&9OS?1cN6A5msFZ2I{@WT%X;acOdHa*^JmmY0Yu7=;675!82ww(fsuUZI+>
zOk5%;i#;HQ1Q!}bbaS}UHAbBL9X|W~HpK8<zl^)^G+jS?q;1V@wy~lgX1P7K4+nNm
zQzamWr{03>;5eH?N-rG1|9M@vvaZq{=clFCL{H<Btr1TT@qvlH6KyCl#9mnx6myP@
zY}_kr>|QkFMQY%N6bwR?pO+7X2xt_0%983VrV1|&kZ_szQ`YaDe{j0J&Y;yJUe=b*
z5wS_Lr`)dEZndXGvlidiYtDLiIAoT;WPoRMAQ{o_i9yD*^gdhmh0m)I-E$shQdeh0
z@16-3oIN*2Qgc>wmLG6JeF3TCg9Xp6w>8(=tJqSLk8<XnHXc;P?cT_g|2#0%ehh-m
zE7jnHZwir;;>o><{zt`k%7q0ig&&JLtNWbp*ZKZJ4_}ZVpL^4;#Zsn*aY^tuRdsub
z7E@b&j9>G5FE^{Q`P&Se#zn)s-A>nP^TdY)4Sr<A$mJHUnBTu_8>7VHqyO#9CLO7N
z)Ey(zE6^#u2_@assmI*VV<k7ysaIwH_<OEFA^i#{LCUhX-4ywoV(5Vs0~8y=pj2<v
zqiLA9R52C4Z!`l(RYxw+PpvuYoRi%2Z#xrKP<rQ_*lsgxD0O7OLvyJ1*^stOGyK?}
zGGgMV*b0lCFfWKJyq^y)kK)K;i+)C#^!)Wi)Fzi}!v79;gj`|0*Va^%%bX%TopRYn
zw*imkDEY_dp#<h|=Pd7z9o^i}p)<1%->-e)i<)zN0<0nkD>QY2-%&{CoaS*XiYh`>
za&|h-Ib{{=ksdje?8SYO`8TxWqU1ETX1HVc?aWnAHlwvb_|L6L6g~D}*b=(Ip?6}e
zjSwGE3qf1E$7pgnF9Vl33GWKs&@I%;DFp>8hZW+Iw&mIwy9;KNKO2Giy{LBw$nMMs
zIiYm@HLlVwF^%_~UZ!d1k1q`i=)z6YQ!gQdzXPAW^y|^B5Ny8FR8aF7;zZPHmwW=x
z7qVz1oriYl`k806xEPj%01Tq293|~B6*KgNz>sn}8t3o8(NSk-2F3F)Xqbeqg+id^
zXWLI09YI6ZLfB@-qy4^#jWsu8&d7@RNTYHI#YFP8YfLdtu#PIDK+;)^rK7KqZ}i6O
z9zlw=wkfH$cUP9gosa_U4_u+Ert3ekp^q~~h@+V{M-AX+GBfvYUxphuuyW3DIP!?Y
zPeq-?xx(|0o1bGi7&gpEaI!*}_QQH)F-ne9SY$Ye;N&{Qg(H45&m)OvNi{BHzt~aD
z5BUu~eec&I0$Sk&RUf9g9^X!RNk`}=7Qe)`ebt!U5bE9T7$N^iuIP$GSN4<Ih@J5I
z)WC||lEq_5dUR<nq^WZ`@t`yD=c^gM9$&97Rm60{#mFRSq)|i3YQVD1<ddG0u8f`y
zquP7iB>M@T1io*|o{!XH-akM+@P77DpcQFKw`k+wzQh&gPLEzd!$2X$!+@}s;-~vP
z@AO8UyBB?V%vwZ4l6tH{(*a>VQx5H*`fT7<f3yQN^ezvPg@!L)H2!z|P!08lW=NlZ
z=v0EMZ0)Q=jva}8s|RA4F)4F2n^$5l<%4av-gCgb?bYf2f{r~~1d5g~JQ>jM*ftSM
z{IimOI7zr(fvlX9`YRcYW|ovnDkLPcz<j>Dden;)RxeFtSyJ`o7?L15kVLkIdf#Nc
zmQ^GjgM;-b+qM1u8a0%C(~!m}J6E}DB4*yGq79x<CpOmDb7ST4JgaS@5(;U(L9k9&
zIuq-RVrf+TuT^#{P6Nj9Z?m#WgNE2_qVqFeg6Y7#aajg=)p6pblg`SMN?zI|3CkCj
z0)I-0DBGx^`+XgIEnkH-4w>}KIduyqETLA@88Cl&$JQ4_NAoDb*Kw)uEMO(HM-{(W
zx>$aT#nXA_zJIgX9ImSCKk~U>sW(>a16J7zy74xys_9|O#s_O&%c$2c8C;!aS9g%v
zEf%ow7a&fph{Lu>9(|UM5jAO#kqMu##qj>KFP$B1f!ch5b+U3?uu%^2C^CuCej6}a
zz-O_Zg&nn|h|h3J5?@&Vwu{opi?euS0qgYHjhU`yn7@4|!gId*IH>v?`mM0~sy9P~
zJBcGnc*7bDNK=2y5aZJ}FB}!t$e?|PGfDgf_7Uk1{rC}wspSjSxvK(H-NBtzKD2wC
zlrVjFhcdp)0v5I}oirIEBa|+Wi+$9G!?U)}<S6N*I5$ulAL&KCIhprze7sgzqpnVu
zcOFuci|}eIXc`?0h}a7PCTW?KDf+U@mHdIq&7a598s%EOCQ;LM4Al2H^V5U=N!X1*
z??gy2^>C6e*6zamyRb`FQ_ck2c(lB_hi`9S)%ZE9WDMI%Z<xizhX~y3`YllVt8~iN
zIOR5k_60V<O5mUrDWSvJ{+l7kFxJP+b#Gaj9KCBzsFG`uDV<+V-yF2lE=@WU8R77C
z-Epf@tK77W%h&?K^n$Qw!rWIW!1P?}i%C>fF~g7!XTo7l;OTihXZ|CJTCL|uqE5qV
z4tx1p^!rP7txG>AR!!6=j4!7M>@u1faQ2rk`Mv#cgOeDsK_0$M7}+=+648CC*Ae$M
z=pk0!O2ENd`TikVV5!t8_5K}|wfs9nbf0=2zV|ii#ktL<NY58dR){XyKs>y&=p9XO
zT|drwm2m!>_Xo#p(s4_n_4%wy-tf{m)osxw$vJD+zPlM6=JPF3^Qg4~2G^e9XEO9&
zhEkH>ZXc_q&br6=@&z4DvxK11Z(uGz*YbFC&**sM2GtgIO_3(Kq|a9Ve&JomD~xo3
zM+J>V%w~!1=q;5kui`errl7EZOS#|B$G7)`A%8ZkyR2KX!vZ=oFd-8m=QlW^^e+fl
zi>S?yah>!%c=H5$FAqLMro3KFWX_~c;YU?w8NaqaT%Q1KC3D<XDb4B|e~0YRx@x=Z
z+&-)C)oIp&!(dEtw@=Q-4V-XgFR%akT*H~vIv$rc)#{$-s)}2Q=E?o?wo~lHXiKR!
z|32H4UEWPs5<?<>t6&q>zteDirtWc_ny)lQr-wv6x5LUchtE_pCd8GEff2+O5R~@~
ziN@!Ra;r_nFyx9vEzEW=Zr7HOvYDOk8ZNh5B$d{B5WD|koFmgYdQf>@9vOJA0iPPU
zZt-s?vx@DcCE;I4l|vZlF!QmfCF@tedJ&iU=If(q*_Q{7<sF02?){>H?)#{V{`|j;
zgSg7{UcVOj<Fb1EZQJL{iCHL_Q<Tm3#bjp-bzr&Ba~ZCwdoR$V#%CV@M^0Y}9Qh_9
z2F;vjJ@j!VR@`+j@y&r>8~g5@#=jAIgdbdT^|fijM)6bUwS-UCzUC2H*k@I=G~)*-
zGOS$Tn5%IIe9aJ~2K)&Miybr~zOzNU%1#-*PCR3+Q5FP5vFFhV4v{p5TGZ_!G>!+f
zg15^(Z2U;>jA$7KJ=o?s+vkju`t8`xHi;3{7=p>68j&@-4cd-YAv?KDYiROq!=ZAo
zp1}k!XcZ`!m#6e4=(OH}eK*JtX&DNa7e-c}<0&cKAN9h}|9q-&3E5af&omC1UD&5B
zA`B<bo5Q-H?4#y4cEaSdy>4e?>QupSuwEC|BxFGL8;TBZL&!HFUsn??4~#lA6a!l+
z%EeZWYGyk?*9+q=2^&m)I*#aMFBy5d8Z<9q8Th&Jp9A!~?xpA*+74-_YEANkfrTtF
z>TI4A=aB25kTT0l?82|p;98zx5NDx7uN*2M2|LW903YUaCmTjy-N|WH8>wLBHbn~#
zx3e@@&o-9Pqb-$BhfB8~T3^d*Gn#vgf(d#XN>RfVP;6sQK$@6(^*&w^R5r;E)gS!{
zot3jpn)mbafRGlPp^<}V%+>7nqcWAz-pk`O88JpSJ7F0SN-UdfIj+k-{Tm@0pFr(M
z=K^&1RvtFuwp_bonPa?*k@-fLm{9%&mui`r+nC_F5AKZ;2iA3e-kv|0`e#(THKls)
zR?gkEiO|v=0T$dPF1Ia4+_KV5BbE5I2-lMp+8-Q_KBqj1M4UV8WYp)wx~W5Y5<v<&
zoVVB+GH%`e+oX_Tp`@1D;sGp_kJ0>~Ng=6r<+RuPFtp1liRfEQ?qoF6o${r*H%Cgx
z9sC^<-vgX<5M}zZOwRmvi_Nd_*~hsoRH~(${0RaKqP+e5**6Q3d;G(Cv43RyK3MKl
zEB}7OfEKgK_8=%BJr3hUkBHn2j~+h0z56>(bfYH>bmV0&Pt$p(TUek7&SjwzwVkCh
zQ`P!O1FSo3IlW)=F1147^B5n8B6L|V_UP48Qgs-oTeYWNf|JbU*-g+fhY3RaW!iPE
z*TTx?44R!g6MwV5ir}QX^LLwxQ6hTMyTZeCK9CK=$mqwV?6AC5aM8}~T~%KVaUt`Q
zne-549^+TaYlUCXCIm2j78Yoa9sF|5q2-XQhttT8$e`*_!2vj?^~>0dsQot6hyoXr
zaBk+nRt8v4&-wufUs-Kf&*VSEA&3x+#Du{|CRYBYT(>K}rg~}vKg0F`EYyo>h8pRO
ztt5nIStgk^I)-Z^1Yp5k|HLZM1fL3GRUS&qVw=})3ZFd*)epI0%QD?@8A^70B=&xS
zdh_>}VWF{*_KwG;u3M*4IH4D4>GgKbYcXcbbT-o~T{)|_qlqx0L3C$-sw=wl*tner
zu7g^*HkYvW)~+&Zqjaqx_R4*9iQx$MV570z`md%8-JdLbt`)Iv2?K75m~;Uu$Uqjx
z^+hFr?#%|(`-+hA^fhWP(S*I?-P_|tmTYpb{F93NMudt?S9w>0=j$}Qo;obX4H3^7
zZ-DuSXf$%K;&O1sn)953JpDACRiWy01SZOnS&!FIN|!^O%T1ttPVvy4W123%VDI47
zad!P(HoS@P^OoM-jFJkMm8M+|yhiiCkl;;S2WrI&=7A#_*Zwv@VGlH5?>F#M)3EM9
zo<!eQ(Ge}yIongr5gG&1L|i&iCd-L@o8g(>!2Ms1eK}RXZrhltI*>m8{>q~si4eEk
zmHN%teHRr1`^6TB`%?m_(UPl+b)cKP6*9Mf2HA8$n29K!O|zSNcw^R4y-k0NBl@dt
z`q#3IVArqI`0L`?65>pbi(quxz&@|>^7|HBI^7z9KX;jDdu3v3H^!}bQ?@&!EKq4?
zuxQ#GMH(co@`rU&wv(`b+)H)ZqXZTuSJZ1WRIC{$_)_&njoG`0PX6GYhIGugw$piY
z8vWuJmng)hm0&kWe!X_x&_2PaQqeX)ZgI=Hc|01UxqDxL>vFZ6+8FeYO#*>aJo1D%
z93@_>)fuSC64G&71sQ2q*FUrkNR)iHRor;-ZFb+LQ3HW4^8LD3quXsG1<&b-&Gllz
zKsDUCm&d5=3Gqm!x?Dy9BL=$PCcfc*1Nb%QbEFPU6^GGG(c#qc7`>Mk!?YH|N$Wc!
z0!y&YjDv>Xo_7tV<2#)LJ-8otDvD?0#9N`_wLV?5)IPDA;!I8AG?BYGTG>ywH~6+b
z6b}%^pCSV=4BCD_5ZP+PGr6d{1a7uqShgLd$<2!TIU*AsmBIfJNXA?lul4LXv_jdZ
zNkO4v!$5y)uf}J-Kj>KCR`;Z7qu`QZoS1;PC2a|IYP&b2n|@(FlRBvcn=-GS{>Na(
zPB2`z;=`{VKIC(6p!|8pM;n_u&=bU5(fd{lmQ>0;ZGB0=@^UpB&Yk66w`}&wOas`@
z5wJ{I88N9eWnW&1>(EqYm&o+a2a@(#<9-HF=xE~E`kB*!m~6>>Bj9w2Rt}>~MO2eW
z)FYw9LjyEy4YBuxm4j5PkvTa33p8A*@tJIMJ^rm9hx#26RF8@#hsOpHQ4##I(!4G}
z*tJa+g<%noRK_t^-wOlt&k0f9-wPW??jYstD#i{QXM<6W8#~=_F{F4AD`GBpDE+mb
zn&&paQm)h`?&03KlB~9PM{nR80m5w0`0TOqu}QZYQn*la)3cw4SkA$Ggt@`+>~e)c
zO&05PA$H|w5b;fl5?Lt{gNt{_p=gZ$Jm{!}$JVx}Voey<{rMP6wN<4D`9Mciqw#WJ
zemvc$Tm>KFNv`k>mqW2!Q<gJjT5c&FbU8|b#H(59+qS$SO|X8|#Q95m!<UN*W|_-e
zK809p3F}4avgElv)nyY==iB8RPCqzi>RaVk^Ei-As_9NSP^U&r$ThY@<@v8*V$6tn
z&PGb>fvZWrTKk{(;<bM+CHl7tZe*C@JK*uv57wXJ;YPg|wPaF};YKUzW6FLhJ_#G$
z2NCNLyOV!@kLxM5T}=Sj$nN?<pU+MWn-3q!V>IHu;me21BQbI;&gvbgzWPH@Z+FYl
zmXR{AL^@d!i>=svpi69XTsAeuU+^vt!LI$6a~TzL44nj;nkG{>qX&g_IG)@CjXe1%
ztiOALc8-(5Vymya^yv1RQ3KLD)%$XZ$i&|954MdAboP`245+nAf}U?R8*d{8*(DPL
zV2*b=BFNXh)*P&lmO5JFUU>X$`tr~;KgVB8G9;*fouYtiUcS_u;LF##1XQ@#13$S6
z(y=@^bO)&S9+t>tg{dw3vF+dNP1x|}6LeH$Ds5V3DmXptY-!I3M=&;q0c|Ng4;-eG
zuaUxVt3)qHAo-T7^~hIQ-C=GIz(P=gI{V^Aj1PloC_x|Sg_RE#%hrq}EbcFsd0}U*
zJKSQt_QCAV06$vCiI%!V8Hk=3eTxY54R{@F8~fQvqAzYOV&lQ@3$I!bdJ^Gf#gXg?
zKh!1J;hF5053U!VKWLgxXhvztvs?gESPz<#!WT}&C>b5@1#eBF6YezVWrS)tzZAE8
zd&>@0R>vHD@Y3cjX|HQXI~el_doy<}Vp9;NQ5c$>Jw`BkycxSmBf!{>jXW`WH+xGc
z@?i}%4Q-Z!=RX{hYc}xo39Cp~<7%Sp1I$i61np)Ian>K7{-8-eKSqHou{y{!<|hn}
z&77M_4J6sU8^eQga{vuPicUFA-=rSRqaZjlRiqv4lWgHg3<9V{8O%k7a<8-ahHjKG
z>h5iJ1%;x!S(>?>%2U~x<E$;7wq30LZs3>K>}(P)=+bGMtn94|JM!vIt>GiGpjzH^
zg_(2XP1;eKm*PtZ1r7`YBGrtIa}ADhf~V;mp$==`_5apFvj{bh_kCy(*|~Vyd3Exc
zW;V}Qg;0$msRMpAyv2GADAcNMAJ!<rWF}h#TJ6#7Q3%OYOU1^l;x*@sRHI6J0!!!n
zufv}Zt{83_JE%n>Mioi5)omt%4tsqHQ3zFe!A_lWS+SQw2UEK|^Qg@@V<4hbcbCKm
zQ)Im(`$r~mI(P)8vhbt@4}PJG6993HR$lpDc+NlCIU#BdGR{LzU9aB)qy#3xgQ*~B
zs>lFzd2IPOBpI}WvsSIIhECyL4n#Ac_vrWS{^l*DFo2f9iRr9rf{#tC6bpY$Of3FY
zrJR-e618YDUzuVZ9JPMBgDHBO(j+yIH0bey#a~P6`e*1UGCBOVL#Rxj`pI~26tK0a
zAYy5xX;{ES&7RNW`!Cm=ec#{a#1D#Azv88138pUV%wp>wd$qTlVs3O9>QuW}f>);k
zK;bLeJDPv6Yt;eqf8sZ@6^w4u(5S<f32R{sGrpC9H|##@<R-Kvw#K2eyMkh>ac^XW
z5f^6AuR#aHJs4=Wxy-9T(b!T2;k{7`mg<^+C^aXY*Y{}^&uO}{mry*bl7q?h%RA8V
z;5oN5@u$m2rA*~%pT-QlGiDma&{`WfodOd}vA5X0rhxMKT|Xwd0S*2pYs|6E7IWlj
zG6C$hasqqKo_--i{LtHXZRcOTOPx$x5QAvFqcii+d=!O%RmY}bcq`M5k4z`g5Yq&v
zY5H9xXpeLV<a=J9>$wZX@%IM<xL)Q{m7k})XtyJ<q5D5or2~c@csICbQT{?i9gH@x
z^&M(QiA#Z?g;WhpxYPV%j#6Jy+f-@|>0M{N@0DB4JMbbw5J?05>LRR3jdRNBR2$+V
z{D6+fUEqrlq;5V9U3@nwg*hNR+Qaom%;k*=9poLESXQY?(LBy}ebcHY$alSLq~h{U
zv+6@UA)x6Xextqaa^}#0dB<}WNS0GsfeSJ5vGF(61f6fZzO&}g^U<>5M{x>Z_`K*J
zjJ)}dX=h*m?R1LG=0AjHE&yT&P>$%-^F}DBT<BXYr2%l5u#xQD75xF(76_WaKt#p)
zr-;#!+vJ32=z>Lw;Qosk)+Z)z1Y(K_=-u<13MBRTtgY2}MDJ|IWVwR9_&m=ai|LN;
zR!aM?Zc1r|2YQidTHMJnM~%Q>&h?W?^1$Ivlj<v}_vgo6G%C=eS%ufXgHh)xZKH+*
z9AuyMkSN3<=060Tk0yW02a&&_q%}X)uQzAPxYGZO<d9y*_`H4J!n<M;Rek?c&nr3~
z)$%#DStTjHbLqV7lC)*keb;pS$u1$&m!9wZxPYJ$3;7fH&|=Y|T(<&w_6ny_e|zw<
zXz<uHr2n@V)2ZZ!(aw1mSLc3bl%XzgOLWnKb#WGGi%6SFr=t6_&xw~TK2DvI?%ZE*
zSCGODENG&cTRb?Ost!J2S4axzh5L8~WpD(Vp6to@HDZ~qs-GHg(k@CMwJd%{Eyrjo
zHL^H6aT=`^sYb28jr;W2qI{;3DBifWE3^TZ9PzQ4nYdx(NT@{4=yB?9OGL_3cl13D
z`SUs<6^Bb)!EU4{rrWi6*?uP}ynU`kb9E>tlG<tU!<&N`^^IpN!EWm6@Kw$^6|rET
zP*q_RcQ|u5aD1G!0pH?LFQ`17WUOwFp?yIVsNWi4&9tZvf8%r<@Q3!UN|d#L{M<$O
zCkqV1y8TbQe1GR=D)y39ul=66hp$zX+j9odAikCz_0}p}$UTyByeF9>dP@R+!2+W6
z0*kS%4yZmNKRH4`b>)(+V{N<+i!on^e-M>&SLNeL7N{>iSxacrQ1$%)h*TND)-0+t
zfBtqqyCm8t7x8Se>`QG~emU~R6;9@gIBzHTYVLrn=)+6WyLQfj`Mq!FTb=8l{fL|r
z8Oy>(T0oV`*F9=hu?M8d_Rq>a88NUI4C|MU@T0hU5N>(&pB&d5WwEHzmrm#EaWx+a
z-^_=`E*7z>{Pbq5*3aQiog8u<N~DOtSG*$$nPDDv9qOTQ5*xN=&#9|_U*R;3dO_fO
z?V)bO6Z`VxhFZh&jn(VbA@rtZoc(!mN~aEOFps-@&t+??`HI&Hlsc*8GH{JvG~cF=
zyd;+RlDzlYuI|<qCfS=6$)nY#dlTgD4`aNECpOvl?&U~|%EpxE%EL!22<DsCY~i(>
zl^wR(I1Nlo&#asI(So3}qaml$XNkys3kX$UKM%54bqq4?&Z+e<XLSkZ`~ymLkgb^0
zvouLQ&b=M&qc#u=o6JOGgWCh!caJ9Dl5?s<UtM>%g;y%n_}s(Y$*4WgAhp)4uJDq>
zDK8EuxcQ0FCRf`GCZ*l~xO~H>@vPRU?gvB6gC3uoBx?bZ-Nofzl`3($j-N`^LJ4zU
zBkGJH_&^e5PBFr6@fb(@5!d@cOX&OV-o*vJgDd}*#|Di<A1(ghX#{B2a`uwb7~mb&
z9>vS@#PG4$Q&7!3>DzF5qZ2Juv=6N<vY#r#T0ctyBE{2#>rsdlN#>w<HIxROl40Fh
z=I}4aiYf$WoojD$<{J0D50Iq0cdCFZ?^d%Ew?y^JHnc5`d!R&&QxtP&>!sSA<DXCv
z@2}Ze=>m3x*ecsXd+I)9V_OA-ns(w$ZV9(YN8{j?1Ps!<<<<CEtDP|O4-oVZ01%wt
zu=PvY$vZtwhYRj?=1YFsQ2p>yfg^5^Y_)&RvX)c_X`lLXy|g3m23n!k<N3<H5|z0C
z<x-ZGYnsQ=d7*OoMs0sCd__HMuAl58yc5b7x!JL&f9Ryfa(HZCwnj~7<e`{+`o~tw
zPhS(QsxW`yTB|c+2ZT#%78t6o5Y!W~bnD;OWbMo*7nbRSSDt!5_|5s^%MbC_XSP0=
zs?R=w=s?R_8HOeDbuZ@7&La}2zOguE9^t%sh>0a?zumtoMORTvMVNtJ3*38x(M3n4
zoUw@ZhEK`>C<++|3@3YkOnCX=m7wononU~TpUH5AB|AQ4R@?xdi{g4NS@l!hV5aWm
zG~K}IQ5|5o_kiozJcU&G#&l?F9`Y&p1qo|Sb%PTxqab*sZK4^{0lVOq@F0}$<b}h<
znn(mWNXFPny&v^p7Ex_~xUX<r3F-vjKH3pka#}J}96yvXegwJ2w4TTE+bcBJSBgRD
zY}1Iu|1%0F>@)C22$Zd)o}Jbit>eti{p_tCBKR*ZdVvZsMsA3m+N1>N4sjr0shrGH
zdw8yjVGZcyT6<YY?@m2C5|+kY_FJ2wS@6CZ<&NDvs|amkH3+u8Thd5O%<3*&3;~vh
zRi#DbM@%f+ZNC7p@VDoE-VNDL*HcVC-KtxFN#+d&<TL^>4_N0m{)B5xzBQFjVj>$S
zBw2P>wnmKY_p(!C%b%3=Pd$=u%xzr;r6^XznYC7T-szUIFYleN+2nsVX&|`$?OA%I
zapoPm+fLKD=(p0vSE7WlG)(%Q5VXuaXE6OGzB$dJ##0!67E6T1hZfx#lp1sB-=MGu
zRMegz@t`hVD^+KUo#H>@mpjR<i(xx7m08#%q&0Orz{L-8-m6_XtGffW$@>{7w4tB8
zCRkhFHN$1i6u09Agnle35QVZYpNl&L8n5TnS+#~>Jf5i~rz==>u~m!IKI-y)y1*Tg
z&uF4f(2wm5hs6ah8iOZem42nq`OM6tZ6qZ2paIxFv-T3F7T-Izq~hNovhXLe=R7)P
zR6lGCdJ3}n#WPIT%Ru;VVpMYq9uGOS>`U$?&~~6S&v+YAEJtTYGemn-IL9>hUX)Bv
z4T|Qy#6eyq#zgbNLp{|QC=Rdame8{a%{M?sP<n={>%B2m7i$Aecc6wPs){vA>DLS%
zfWjEv00*YkxxpCI|NbGZqqL7T>7nWe#jji6*zo*M63!=Xz{4Pls>|hVq{~Xdznl?0
zM09>jn}Y7`=HGY!V_X3_y0wClHfIv$bB!?t#k;{e`sb4u$uZmEc3LW%Bo#yrvESpW
z*Q4J^R-rGa1NK&Cj?e|bHO_e%=FjZLs?|;xWuh@`?J(jyw$#v1^{{kn^6h_e0p=ED
zP<aEcjP#cOuvawVgK20Y?M1hgZGfs?;hhvODm^rFmS+1}t-2)bgqi5L=;V(xu^XB;
zMBKw6_8b`@0V)2+-IV@392z;Py5g0{vj9O@?KHn(UFR2S5`YGVuv}=U6*y=*)BBkj
zmA@#6eIaNzwHc5v-3&D>C2LY8?A`4-7WZj|ms8ExV_>BZE}#(oLA5nAiiSj%{unXP
zi5|~uic~hdkX8Kq9ZFGhkp9|3`Iz%QGD~CZK1%sYP3eDZjKSGxiuG=COVs9t>INrt
z9wLi1C#dZ4ikEiQ^SM8YF{0n;)lTzIsFv@xlp3p?mke9p{dxTJBPOoNYwc*eG32Yh
z;YMUZZlIbgLH2|mHPjGhFD43iCqrPPj7usu1^j$k9`XwZ6f1M!H`0h-2h&2TwDN{>
zzp>)6MoTQSA};zg{FblN8uDz}i{l$3_3S<G*d>Tpg16X1<WDv|X(;{ykRZt{djXc!
zvrI1-LH^jwTgr0iQ5u7JB<^#vRmqo*-SOx1f)sgYo#T&bLHpl$sYY1wgRZX(;lE!>
zafDO(#vO&Nht~<`vn+`mK6Cei+`G2Z{H3ivT%GJ99eAxR4exRXl$A~j_?+KUYbRZX
zpcf3>1-JTY(!CEi;$A;J%1{zU8XzB~tbW56ogNsrl%6=gV4ekB5a&tp8F~`taGQAW
ztT*g=NN+A|a@prDKEg2ZeKS09&n8!!TfvhajZ*YYy^X}oeBJ0}jrx45@n_{|!DDW_
zOdF(`W=glE+~Ky(#!}gTEHz7r2Y*4=zok+}ZT|RT!jTy)d;}D&KG*Ft3*L!S`)ppm
zW>hU97bPIj7IAZa!#$cSOT)wY5z*u?QKtsCNirfrTrC;24Zi_ZgR!F1QGyCOrMom`
z5Q}Ug>}#hulazRN$|5D_VwiVhpf+U?G^4N{%wTYH)PxyqPi|EdU_BRiW)qDmQzU11
z51cMgikhwyqwRFvijlma>{@~~DrQ9%0$Bj^ga&HM%p)dAYxEKEYX*fz&5^Lc5lyt^
zCU&I*O5do@m8`p33#ml^Ok(xqZU8rJABWM%7GPw_MU7m1d!{|G`yNF+Lcr<rgfZ&9
zImY$Uw9F*|4eRI!3foh3Xw<e(F3?IfM{z_~unSzhL}96!M_%tAixU%a2LR;05Jy|X
zYUPV>_p!GMt#71j(Ih$9B)j0IBe2*)0&R+uK`KXh8i%Rya00JN8lFe@I|o%n&_}EY
zNy!KnJktME#RtJl`-`KWz@a;@O2;rC@-5`}Fg?M35$$-wNZ@8?usiCPIRP;YaOmm8
zrW~X`hCx=F!4<zZ7^9woPVD5{RXm&*N~B=N%{&wzFS7?*V=fw0b9OZC8C;7NP}Yfz
z;9yR_H>gQhguOzNi*iP_n|rJ#kDnULKLkNZl(v}8Xq4?83cku5b)m<q$4<O}BF?`X
zFv__^GnW5DZ}e$vottw!ZbB5tOc%t`f=w$Xd`=5t90!FNsZW`JElS$cYiJ2e)v8Jz
zH_wcbvop1?vudaM<`1zO2EvqS11%GeHW(c>z5#^}A2c?1f5P=^Fw<VBlC%ql>HIKw
z@|+-57k@CqtB{&SRVFbx-n?4JSgNr^o%~$9R#Trx!DB&**VzPgW}VH-nRwm#3~^>L
zbsdEEBrSMSPb#BMVUF$H(lRJiaBMr-NLgGb<uQdnnp2;mC{WQgE13<rOs;c2DXT>H
zBv4<FE+RxHk8@wC6RAvL@r>J}9>J1|SQ`on@64F($*J$#gIm*d>b|c4F8D629lL~s
zJn_CJpI-9ABsxfUl1=i9IYim#Mi?FFRR-y)xULY@c!A#Q?vLkafzMsPAI_reQAuXy
zy*Ii=f9J^EQhjFYo-82M^*gOr`>DL|gA<3cKB0j6D3rQ4;>YYheizqcvk?@gtaBqz
zP4<4tq#(<dmuqgYU(Wqu=7o8{?H;IoJ+rH<AKDO$gSr^;X5MuAan@-_HH2{Kek^WC
zKNkPcOE%H~7sOC<k55HOBzsI8zFK#DtKKEy%Ett^OKQP_J}6Sx)`J26c6kcBN@eYF
z&8c5fThmZSp#hd%0nZe#$U4-l$fiVpTXyJrTy>HXgHPI*I7yv*?XhnVq#M0O8OIkN
zKA^sPryCLdNN!+g>Qu?mZmZC%mY|0?GswA3AC7^+S)q2@?x%Yija~KWXc9}xMe@T9
z2YlyF-zE<^+WYyWw9f%6$Gj51PtF%+k>ea6KA`8io85ct#y#pz8jqip6waYn65SLb
zdGvbf&m6f+2MwsL9S}EpW|=ncz+^>#o(Xf!lVfrD5%wLK&recn2V|l|)tIUJFUYKK
zhIJK{e_M_GVHKd7I`oE37ESpqas~Ka5C$}bhHWbTSpujaCWx}XsI9o_;UI-LmEZxJ
zrgLpsi(?nBRqSNeU{XZwutqstXu14w1a0Yj-_ql?a_XJqd=R5?;2lg_s|eGloiB!m
zzHerAf~7gPS;oCoc$Li7qCk#P4tsqzX;5h796fp}l>dZwP`P)%vv~B?Z>&ferXAQX
z*;@4lO%{D<THq9HJbEo+8M*MxaMq;BA>R2^f%IJa8~07%tFS90t|qw|=qZPecOP7O
z(t<){noasXI*TQk9Nk{g!!jV9rqz+kS`94z-bN%dh=h#UY~H;53Y}wf9)=eWrUB+Y
zy+V-05~pr@=%ePLLMCa|ak7ky4g><7Ai6(zCCSGD+hKBJSO)lN3yg@&x$=dOUFKT^
z0k``Q^->kzX+7u<hpLitFVqwv|Gc>ZTn{&x=5@B|oaGm3rK(POU-tD&<uZNFC!%pH
z$@{|S3CRxK3-36Rc)ismw%>n~>`0d0OS0B{dddV&t+I3)S7e8D3lpYFJsJh?9EiCP
zjygHS8hj=MrH{44T*&Ax1ySE_$&m>QD`Cp|nY6QQ(GjvXOnj_F3OS|m>-A?422Sxo
z9la7Ey$koTOXjqMJ#3ClS|cEM_G!W4j{(9eIk}cgGXAx8?1pH_sNgrQ0cw=K;EOBx
zBK4HkkNgbN?`4Wtywwt1e_+AT+VtGLZ&0e5%S%0g^g>W^+pg}@xZ^V_xJ2U{tE_#9
zxrE8(Eo=2bH@OzK2{i4DT1?X&!kmpUy4~cA>NI>3=Fp`fp^8sd7t`H+cnh>Ixs(U(
zJ8I(=c^pd|4@w7KcH0uXG8@wHZ$tPdEj^!r65S>@NhSXGn%GQuEs9CmIMdaX&o*6Y
z8x{NBvYS_ck^FGi8mBO?48fL0^ge}+*WC%p@8|EnX{&d$`+${CHAZGtW9n-$uoyx8
z>FnNM)^lFcTl<7dU5ey%933&y%<B1kZv-@6hK2O@XX@-bbdJq``W9jTU#_k%KzM{P
zYs)fISst=DN8UM^Sn{ap2}NXumz~)Ro(98V2c50$&pXC9uWPqb!KqL$u}zK~PMmy_
zelkrNBHEO6g#$mB#(HL|si5)hb+S!6Ez;7Yq?En<Gg9INDE1WtPJa`XtD5Jd^%N`1
zkJB1WN}-Nv>#5#%^ieHn@^j<4P1bAAQ0rOv$t|TBmW>nI-K;UET%s2uf>^yy(4lZQ
z+xUEvHR(%aC0}{{VyiwO8tjE14N08lp}r`&{Z66X&ic{uaQYy3b--PiwyJIrd;ylc
z+p=bOw3uA_7M3I{muw6l@r}8s7P57B^!|=F0zSSq?hT(8lA!j@oy|lHS<M7BS0zqA
zwJ19Hbc(Ucg;Pq`v(>bW+>FgHcjzE@3gVnCL|ka);b*E{CLb4Yh@NoSelk`sqBlLQ
zh<VtQ)N{WrFQGH^Ri4pwWLvfVRY)ZBoZ^IZW5KGZ98Ki}b#C*A3CSd<cii3gG9pi$
z67`84)@r~d!XUHi^M$HU_L3imbk72o^!=5xC7k_jI}{5pR367~Z=01`Rqx#x|8#U)
zj)m{)SREf(pmwlp7U|OaaZ9w{suC?zbkvlxr*$~}-uA)3=O<zY{io!=dEO}O`(kLL
zb3teP*&S27ZOnTN8WT+7bKg!8Kj(GMi^;>y6@XY|C(tgD)DQ8?oz~4N1o~~A{TM_?
zGRrq{Q$1_(yA*&W1YH^ksvii0TrITjjRK>g##DSlz{TEogXf=+Ze69KY&^H1e^I4Y
z>1AHq^RoAynJwCx+E24}3?qi`%NHYApEVXHx-dz_s%I=1Z)I-1-D-?5gEFLv(d%68
zBQF}CN$;tTQ^4f*?P%^#XCL5A8dVpr7vL2DJAKFGa|+{tB=(F;LzSh`mQQ?od{^)3
z=REZZ$r;Nj-Z3iVgn8*bBa(fJ(yX%cIbvOEcg|5djwM*ehd)7dkLS-x60a@Yv^1G}
z{rusEer%nD4}_#@xaroNr^+%&o3T37D8DMOilLdU%z39iK&%n|cJg=1BwJCut5NcQ
z;cpr^2N^}fa(`XPbqY)c6dr1@4|24q*eNvjR|Hu(Cy!~CmQU~6%eqK@_<p<g7<UGA
z^s|_V6y>lX=*htv%ej7_>(kE}A=7?+$I-*n+hZ)zee>9syMuw&qTA!Fi`5=$MHgB2
z(x%mYqeSn-QMLGvY&vIh%@RLuP8~Zlo88QB%(uX^O!dHY#eGnAl>3XR<;1)`GovN4
z5ri&%T9ACjsot}ruI3`;#Wz)8*(M$*byFT|I#I81e*PJ@XS0$zmbxLgU`HF=zN@52
zeynh^#a(nI@s*G?Bu3<E%+X#8S^q=E=tpzE8tw{1rOG!I8-YuxIqj#2+R3T+RZ+6O
zNdXhOA2T^hbktTaL?V1^M<thN$Z^VAA7P_bpAy%PH;qI0np6{y+=p#G#v3FbRrTI3
zZH$i{xl+U9FUu_|@HyueAHbBK6pciH(7~BM!FqW|(F5mwz9OROp%;6YP<Xt8j>pzh
zm;P3AhKk9bmiV&l2(Qe&mi5s|h0QOmFB|*ixTp6dZ+ws``j|AJxj9<Ayj%D0Cgn*2
zzkRPrs5b_D4ikrpC8$Lq%&AsfNRL62sqWn8sK)1V>h~;ms_jl)SSBWtXGp%>5luch
zo7r&UJ|(L-2odf$Q+6SCYduOjNZ_e=w>YkcD_a264IS1YS8R5w{UbllzG2M}p6<B5
z;+hj8|Npdi=3h-8TL2FcgaBm~h-C>oK0u7M6~tmfSW}f(5ClXi1=%WyVN=lxVG+U>
zQFhrPwA6>96vPFPr3h6Pi=u1=0R^JSW>^(??+yv{wWsg3e*l~VKYY)38SdOWb7$t>
z&jsy#6c%FE9-~S&#e|3DZROJ$<Zn%2N09o|8kDh3pFS|)9DY%$zj6$4p+*-`e44)V
z>_f-9@hF8CGR!fLP1Gktq3I4X!%47)hXnQ1;yR|Y()~;1Yz!rFu5!faw9ZG%kAra$
zQdSb@=FaO^s_Zu1=sWWX+kgZo!@~$pwV>PKSfK-$nFFq+>Wg98l6sxzqU`JOLPr?)
z^!F9S8-HgqExH^tX*?~{8qJQdB*c0PN^*Aa8a9Z|nNPWoEAAy@MXXlZrF+V3a<&l>
z9dyqs{b~*CEO4Hj$UJ&V5S9QrT~ATYZ??EkuYVm*s{r^_s?m)NtcLrXYa#BJ)0nUY
zva4WugVJQ!bZ6t9or*#2)-wkdLP45zG_B;-jZa<&kj{yLX?I^p+c}!M)kfmn<QI`*
zssYN~c>NMPTu)w#?}6uTqq($++LydDam0&@B3yDC%|I6dFRp-A*hi<*udZ>_#LQqW
zf|i#2g9|)q#~t>6sPP(AFbRPSVTAo?s9*FSY0XCXz^;chs2MOUa|5~7Vgcuxw>K6<
z8@>JdH3Vv95Bxl;yi^T57m%@l&SYXAbWNgcbC?gHEh2ih^!)f1fEAA~!48mwQKY5n
zq6+_ZUW7L2AO&(LRR+)!nl7LMV+Ifv3Tmoa7%0s`@>)({HjaxEG6q%=!U;`F8%$Jk
zo{T_7Uf^>_&+mY<OtM(0$vD3w{M#{{u~oG{0$TJA>7ArPIgdL7KYvhp?~D~ejGu6s
zQx<;q0~Qt{9^`TlyZP<?2Nx~5d*2|XeaX;##^B5=<oVu1i5*}mH+-7g-lC@Lc6Ybx
zu;Pj=gC{akRdSg)zp~s{XKDAKB-p#>+k{9$r2F7^2C`Yv-^2QPXlYDPal#XhZC#P}
zI1KeZtANP9XBQoFwnY(|GUgdvvxNLnyeYI$S^JzO+A~e$LREI@9rg1a1hwC%P$K6b
z$ki{Aul_&(2=0z9UFF_b0!I%<<)u%i#n5J&s2TiQ$6>`(@0=$eZTOr3x=d0g>eMk2
zfZ}w}3;;7ycKUR>Oi^9TxSxxo{{C|(Y6aw8vB`pjvnRSCilosfyK%3JI;8rW*OluD
z!byPKTW4FIQ0bf1!8SIEwCKWjr0~%-9o5S-flwH#AfLI%a16LeFS8!GY23WPFXR~t
zFmf%?sA$Dt2Qjx7W)c;_V_z6tqarNVz)XdMrDD@1fP@Ly*x6Co4|Kxu<;BERB_b-(
z5spZNBxcCY(_Q>B?{lSpGL;gbJKOH;|FC6v0Q7mzKNr#XDuaG4<Mhw)HX5N{uA$D=
z(Qw~`45iGpA0Yrf6ccFml1S~%`MelKg^mhX1YmJZQN><BE6>~cdVNa(&(Ce$JyEGU
zP06F2(O*NpRlUsW2D*+RRBx2or)Tj>i?^_1;ZOlXYTA)t$Kd{Ps9GYN9IeUb;}MM>
z=0=PhiX?P6pYf&4f1RB7aL1f5_d&p_Aplb;MEN2ZVvQxg-aYn}z=ff-!m*y)BP4tK
zgvhoC+4LG2`@>0yp;HF<pYPE|Ky|RBVA8jUe;4@7&fa~)X7iv+{0Gr!wM(&~38nWU
za1q1qp%8hE=oW9$57i@EUh34nLWSu|Ij^V2pX65{Oi;&Ow%|eqRAcZDrH{ofho8Rt
z8(PcKg$QkoxI2Fp+3{VCu&0^NnhdTpu>HZ?0-W0WP<1O0*{Svvd*`kNnOIYGR+ZXv
zC+ufDWkoAxB5V}y%c*1z8VmfWsk4a(FiCPnBEBY7@oQkRD2$s<fNkWX_!5W$zd#hG
zGB+a}9F4ty!~uYCf|U6Eq*|<|k0bX43v3u#QVX^tIy|@nE*eh7G<;Sbs=RL)F;-@~
zJP8Rt0Z!e04n6#cQR-7*Zd(E&ZYz6mw+Y<~2(jT~TUh1Sd+(O7dX8TrjK}P)`?`0t
z*o=4d6W_qL*PA8!DkV$`&%gwDH#nF+64JTt+mkxm>BdZI9Ws`}r$8&Mp}Mz0`H`cS
z<(wI_EQvEAZ>uh@T7D@N4Bsd9^4(Mvz$D98_q^0jz)F|W!FeNGRB|C?5-ZVp>zMs<
zeV^>`TE;W;Bh2&&>+IRYlK3A8*M4X}U4=;rs&}%Tr%4-he?XkVNRzPgM3YBe1pTS0
zP@eYDaKysljAWUm_)?+dUK`)T|574}LYMvYOXjklW0`50_!ZxGx=mSGW2`k@fY_=Q
zkl&}JQ}SpE4A|TMe)PuUo~oPn-{8`&&bu9t>ybZ3$5^?{s%q8ix<ZsPKG(yT_~6Z!
z^1|Ai3}eNJj6tTX_5+0+%0Q#I@U60w3N~djSBCI5A!0g}x4HYIqhDYO^|0;=6{a6L
zVdsuhdUcQ)v^6#A-kmz;xUBxthH&vK*rZeEH4a^;yd6)?*oDHpz*H^s5TPzGU!fU6
zIO$iV$<wvMI`N7zBveVTGK6B%(;inR5}c0Fk?7JBs1-EV>V{wbO{K1ZgGyc#kx$L}
zDSeK147D={$5}tw9WDN`oL$F!(&s%Iv&Tyf&<E_rRI30xT-9c7e8LuN%vQ-z;;ia&
ze@624O_GNmhu4I#gpY~&0a;*9IAy_L3G1W>Nw-E<h^ohfjk-PNyfW3ezQZ4=)HVN>
ztSO0NeN;#+%A^TN8%pQPiyhCdJD6go9!6uxn42~jPt$7|J8cfCKC$xHul&G>MkqTe
znuTwdJloc{J&#7hcYJnpn`=V#>l``jd27E3p?tiYw^~_(RB&G~?SSH1x0mCHFEoEt
z3a}e4Xg;uD66TmgRgCNTetZE@_~d8877Uz{--))K&GPhHzG<N{-_P`<@!WYBurJiS
z0U2Lw{rM~CeyQ|h*w4Ro;}qq8z+lAYsHVoYUO%zv`SN_0M;2L0zQu7bF3XcK`O-!4
zUeaaaqOJHGM|zBd>p=l)eES_jJpuk&lozpD+$>+-_n7J1xGA5IK<=*-+16b2CdR*H
zOAz0N9lrFP#+NOG%r3jQt5|6@)<|k!j7HxEYd)`D<ItSCO^CQa;`rrIGa}O1gv5s?
zl$nttsk~xIffPe?TZ^afB_JrvX%mMQ>7w4fM?|l)FY4WI&ITV4Pr({*(camkR}N=l
z#Jliav8<0Q@Zv8PGt_T-@e{RQPB-+&C*f%P8@1{sIW8v}YN$@0cJ2(H@GS+4TMwN+
zQysTIuk0iw+9}cG%suR7^n$A<$5$LLm-qbXX{vQc6Jt4PbBntyvd=l5G6OIwIfKa&
zZOu|>ljG3pJL6Q%b2a^LXn+#02>C4XcwY>S_M-U=A4~4)#+t~tel6;&iPQa<?s`JI
z&5yXJC89sSTETk)-{C#6NMOmGhp}9iL6$uAtmlJjZ}pru_igNt`GyNLr0h>?+AX%-
zviXE0<;5gB1{x<brCxg~<yQBo4QH%Pe&ii60<`!nn)9Y>UW0fB#ufY8&D^VjnIJza
zIcCPH8UE>Aye{KC``?4e>YVobJN|g}7jN(<43B*7!9x%td;hBseF{=+Yi?LQL;T|_
z|Kt_qLU4`Pfm7+b{`&2!pZ^75n-)9dt9e+#)yseK_BAQ~?lkl7JOEI=^^RHZ7~Zt|
zHxwCEZQWwlhqCpdjO(bbTg=~?&)4Ue^~ryAX}4}M>lU--ul_G(Sa+BCmq}Sv`Pgr8
RwN4oLp_*Bl7E@fp{{s{d)C2$k

diff --git a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
index 26eb5557147c..cd5058ecab0f 100644
--- a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
+++ b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
@@ -16,52 +16,53 @@ An Expectation is a verifiable assertion about your data. They make implicit ass
 
 The following table lists the available GX Cloud Expectations.
 
-| Data Quality Issue | Expectation                                               | Description                                                                                                                            | Dynamic Parameters? |
-|--------------------|-----------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------|--------------------|
-| Cardinality        | `expect_column_values_to_be_unique`                       | Expect each column value to be unique.                                                                                                 | No |
-| Cardinality        | `expect_compound_columns_to_be_unique`                    | Expect the compound columns to be unique.                                                                                              | No |
-| Cardinality        | `expect_select_column_values_to_be_unique_within_record`  | Expect the values for each record to be unique across the columns listed. Note that records can be duplicated.                         | No |
-| Cardinality        | `expect_column_proportion_of_unique_values_to_be_between` | Expect the proportion of unique values to be between a minimum value and a maximum value.                                              | Yes |
-| Cardinality        | `expect_column_unique_value_count_to_be_between`          | Expect the number of unique values to be between a minimum value and a maximum value.                                                  | Yes |
-| Data Integrity     | `expect_column_pair_values_to_be_equal`                   | Expect the values in column A to be the same as column B.                                                                              |  No |
-| Data Integrity     | `expect_multicolumn_sum_to_equal`                         | Expect that the sum of row values in a specified column list is the same for each row, and equal to a specified sum total.             | No |
-| Distribution       | `expect_column_pair_values_A_to_be_greater_than_B`        | Expect the values in column A to be greater than column B.                                                                             | No |
-| Distribution       | `expect_column_values_to_be_between`                      | Expect the column entries to be between a minimum value and a maximum value.                                               | No |
-| Distribution       | `expect_column_z_scores_to_be_less_than`                  | Expect the Z-scores of a column's values to be less than a given threshold.                                                            | No |
-| Distribution       | `expect_column_stdev_to_be_between`                       | Expect the column standard deviation to be between a minimum value and a maximum value.                                                | Yes |
-| Distribution       | `expect_column_sum_to_be_between`                         | Expect the column sum to be between a minimum value and a maximum value.                                                               | Yes |
-| Missingness        | `expect_column_values_to_be_null`                         | Expect the column values to be null.                                                                                                   | Coming soon |
-| Missingness        | `expect_column_values_to_not_be_null`                     | Expect the column values to not be null.                                                                                               | Coming soon |
-| Numerical Data     | `expect_column_max_to_be_between`                         | Expect the column maximum to be between a minimum and a maximum value.                                                                 | Yes |
-| Numerical Data     | `expect_column_mean_to_be_between`                        | Expect the column mean to be between a minimum and a maximum value.                                                        | Yes |
-| Numerical Data     | `expect_column_median_to_be_between`                      | Expect the column median to be between a minimum and a maximum value.                                                                  | Yes |
-| Numerical Data     | `expect_column_min_to_be_between`                         | Expect the column minimum to be between a minimum value and a maximum value.                                                           | Yes |
-| Pattern matching   | `expect_column_value_length_to_equal`                     | Expect the column entries to be strings with length equal to the provided value.                           | No |
-| Pattern matching   | `expect_column_value_length_to_be_between`                | Expect the column entries to be strings with length between a minimum value and a maximum value.                           | No |
-| Pattern matching   | `expect_column_values_to_match_like_pattern`              | Expect the column entries to be strings that match a given like pattern expression.                                                    | No |
-| Pattern matching   | `expect_column_values_to_match_like_pattern_list`         | Expect the column entries to be strings that match any of a provided list of like pattern expressions.                                 | No |
-| Pattern matching   | `expect_column_values_to_match_regex`                     | Expect the column entries to be strings that match a given regular expression.                                                         | No |
-| Pattern matching   | `expect_column_values_to_match_regex_list`                | Expect the column entries to be strings that can be matched to either any of or all of a list of regular expressions.                  | No |
-| Pattern matching   | `expect_column_values_to_not_match_like_pattern`          | Expect the column entries to be strings that do NOT match a given like pattern expression.                                             | No |
-| Pattern matching   | `expect_column_values_to_not_match_like_pattern_list`     | Expect the column entries to be strings that do NOT match any of a provided list of like pattern expressions.                          | No |
-| Pattern matching   | `expect_column_values_to_not_match_regex`                 | Expect the column entries to be strings that do NOT match a given regular expression.                                                  | No |
-| Pattern matching   | `expect_column_values_to_not_match_regex_list`            | Expect the column entries to be strings that do not match any of a list of regular expressions. Matches can be anywhere in the string. | No |
-| Schema             | `expect_column_to_exist`                                  | Checks for the existence of a specified column within a table.                                                                         | No |
-| Schema             | `expect_column_values_to_be_in_type_list`                 | Expect a column to contain values from a specified type list.                                                                          | No |
-| Schema             | `expect_column_values_to_be_of_type`                      | Expect a column to contain values of a specified data type.                                                                            | No |
-| Schema             | `expect_table_column_count_to_be_between`                 | Expect the number of columns in a table to be between two values.                                                                      | Yes |
-| Schema             | `expect_table_column_count_to_equal`                      | Expect the number of columns in a table to equal a value.                                                                              | No |
-| Schema             | `expect_table_columns_to_match_ordered_list`              | Expect the columns in a table to exactly match a specified list.                                                                       | No |
-| Schema             | `expect_table_columns_to_match_set`                       | Expect the columns in a table to match an unordered set.                                                                               | No |
-| Sets               | `expect_column_values_to_be_in_set`                       | Expect each column value to be in a given set.                                                                                         | No |
-| Sets               | `expect_column_values_to_not_be_in_set`                   | Expect column entries to not be in the set.                                                                                            | No |
-| Sets               | `expect_column_distinct_values_to_be_in_set`              | Expect the set of distinct column values to be contained by a given set.                                                               | No |
-| Sets               | `expect_column_distinct_values_to_contain_set`            | Expect the set of distinct column values to contain a given set.                                                                       | No |
-| Sets               | `expect_column_distinct_values_to_equal_set`              | Expect the set of distinct column values to equal a given set.                                                                         | No |
-| Sets               | `expect_column_most_common_value_to_be_in_set`            | Expect the most common value to be within the designated value set.                                                                    | No |
-| Volume             | `expect_table_row_count_to_be_between`                    | Expect the number of rows to be between two values.                                                                                    | Yes |
-| Volume             | `expect_table_row_count_to_equal`                         | Expect the number of rows to equal a value.                                                                                            | No |
-| Volume             | `expect_table_row_count_to_equal_other_table`             | Expect the number of rows to equal the number in another table within the same database.                                               | No |
+| Data quality issue |                    Expectation                       |                                                               Description                                                              | Dynamic Parameters? |
+|:------------------:|:----------------------------------------------------:|:--------------------------------------------------------------------------------------------------------------------------------------:|:-------------------:|
+| Completeness       | **column values to be null**                         | Expect the column values to be null.                                                                                                   | Coming soon         |
+| Completeness       | **column values to not be null**                     | Expect the column values to not be null.                                                                                               | Coming soon         |
+| Numeric            | **column max to be between**                         | Expect the column maximum to be between a minimum and a maximum value.                                                                 | Yes                 |
+| Numeric            | **column mean to be between**                        | Expect the column mean to be between a minimum and a maximum value.                                                                    | Yes                 |
+| Numeric            | **column median to be between**                      | Expect the column median to be between a minimum and a maximum value.                                                                  | Yes                 |
+| Numeric            | **column min to be between**                         | Expect the column minimum to be between a minimum value and a maximum value.                                                           | Yes                 |
+| Numeric            | **column pair values A to be greater than B**        | Expect the values in column A to be greater than column B.                                                                             | No                  |
+| Numeric            | **column stdev to be between**                       | Expect the column standard deviation to be between a minimum value and a maximum value.                                                | Yes                 |
+| Numeric            | **column sum to be between**                         | Expect the column sum to be between a minimum value and a maximum value.                                                               | Yes                 |
+| Numeric            | **column values to be between**                      | Expect the column entries to be between a minimum value and a maximum value.                                                           | No                  |
+| Numeric            | **column z scores to be less than**                  | Expect the Z-scores of a column's values to be less than a given threshold.                                                            | No                  |
+| Numeric            | **multicolumn sum to equal**                         | Expect that the sum of row values in a specified column list is the same for each row, and equal to a specified sum total.             | No                  |
+| Numeric,  Validity | **column most common value to be in set**            | Expect the most common value to be within the designated value set.                                                                    | No                  |
+| Numeric, Validity  | **column pair values to be equal**                   | Expect the values in column A to be the same as column B.                                                                              | No                  |
+| Numeric, Validity  | **column values to be in set**                       | Expect each column value to be in a given set.                                                                                         | No                  |
+| Numeric, Validity  | **column values to not be in set**                   | Expect column entries to not be in the set.                                                                                            | No                  |
+| Schema             | **column to exist**                                  | Checks for the existence of a specified column within a table.                                                                         | No                  |
+| Schema             | **column values to be in type list**                 | Expect a column to contain values from a specified type list.                                                                          | No                  |
+| Schema             | **column values to be of type**                      | Expect a column to contain values of a specified data type.                                                                            | No                  |
+| Schema             | **table column count to be between**                 | Expect the number of columns in a table to be between two values.                                                                      | Yes                 |
+| Schema             | **table column count to equal**                      | Expect the number of columns in a table to equal a value.                                                                              | No                  |
+| Schema             | **table columns to match ordered list**              | Expect the columns in a table to exactly match a specified list.                                                                       | No                  |
+| Schema             | **table columns to match set**                       | Expect the columns in a table to match an unordered set.                                                                               | No                  |
+| Uniqueness         | **column distinct values to be in set**              | Expect the set of distinct column values to be contained by a given set.                                                               | No                  |
+| Uniqueness         | **column distinct values to contain set**            | Expect the set of distinct column values to contain a given set.                                                                       | No                  |
+| Uniqueness         | **column distinct values to equal set**              | Expect the set of distinct column values to equal a given set.                                                                         | No                  |
+| Uniqueness         | **column proportion of unique values to be between** | Expect the proportion of unique values to be between a minimum value and a maximum value.                                              | Yes                 |
+| Uniqueness         | **column unique value count to be between**          | Expect the number of unique values to be between a minimum value and a maximum value.                                                  | Yes                 |
+| Uniqueness         | **column values to be unique**                       | Expect each column value to be unique.                                                                                                 | No                  |
+| Uniqueness         | **compound columns to be unique**                    | Expect the compound columns to be unique.                                                                                              | No                  |
+| Uniqueness         | **select column values to be unique within record**  | Expect the values for each record to be unique across the columns listed. Note that records can be duplicated.                         | No                  |
+| Validity           | **column value length to be between**                | Expect the column entries to be strings with length between a minimum value and a maximum value.                                       | No                  |
+| Validity           | **column value length to equal**                     | Expect the column entries to be strings with length equal to the provided value.                                                       | No                  |
+| Validity           | **column values to match like pattern**              | Expect the column entries to be strings that match a given like pattern expression.                                                    | No                  |
+| Validity           | **column values to match like pattern list**         | Expect the column entries to be strings that match any of a provided list of like pattern expressions.                                 | No                  |
+| Validity           | **column values to match regex**                     | Expect the column entries to be strings that match a given regular expression.                                                         | No                  |
+| Validity           | **column values to match regex list**                | Expect the column entries to be strings that can be matched to either any of or all of a list of regular expressions.                  | No                  |
+| Validity           | **column values to not match like pattern**          | Expect the column entries to be strings that do NOT match a given like pattern expression.                                             | No                  |
+| Validity           | **column values to not match like pattern list**     | Expect the column entries to be strings that do NOT match any of a provided list of like pattern expressions.                          | No                  |
+| Validity           | **column values to not match regex**                 | Expect the column entries to be strings that do NOT match a given regular expression.                                                  | No                  |
+| Validity           | **column values to not match regex list**            | Expect the column entries to be strings that do not match any of a list of regular expressions. Matches can be anywhere in the string. | No                  |
+| Volume             | **table row count to be between**                    | Expect the number of rows to be between two values.                                                                                    | Yes                 |
+| Volume             | **table row count to equal**                         | Expect the number of rows to equal a value.                                                                                            | No                  |
+| Volume             | **table row count to equal other table**             | Expect the number of rows to equal the number in another table within the same database.                                               | No                  |
+
 
 ## Custom SQL Expectations
 
@@ -97,9 +98,6 @@ When you select your `n` run count, and:
 
 - There are `>n` runs, the Expectation will take the last `n` runs into account.
 
-
-![GX Cloud dynamic parameters](./expectation_images/dynamic_parameters.png)
-
 ## Expectation condition
 
 The Expectation condition is an optional field that applies to any Expectation validating row-level data. This condition allows you to filter your data so that only a specific subset of your Batch is validated. Rows will be validated only when the condition is true.
@@ -126,13 +124,15 @@ To clear the Expectation condition, click the clear button located on the right-
 
 3. Click **New Expectation**.
 
-4. Select an Expectation type. See [Available Expectations](#available-expectations).
+4. Select a data quality issue to test for
+
+5. Select an Expectation type.
 
-5. Complete the mandatory and optional fields for the Expectation. A recurring [validation schedule](/cloud/schedules/manage_schedules.md) will be applied automatically to your Expectation. 
+6. Complete the mandatory and optional fields for the Expectation. A recurring [validation schedule](/cloud/schedules/manage_schedules.md) will be applied automatically to your Expectation. 
 
-6. Click **Save** or click **Save & Add More** and then repeat steps 3 through 6 to add additional Expectations.
+7. Click **Save** or click **Save & Add More** and then repeat steps 4 through 7 to add additional Expectations.
 
-7. Optional. Run a Validation. See [Run a Validation](/cloud/validations/manage_validations.md#run-a-validation).
+8. Optional. Run a Validation. See [Run a Validation](/cloud/validations/manage_validations.md#run-a-validation).
 
 :::tip Automate rules for schema change detection
 When you [create a new Data Asset](/cloud/data_assets/manage_data_assets.md#add-a-data-asset-from-an-existing-data-source), you can choose to automatically generate Expectations that detect column changes in that Data Asset.
diff --git a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/distribution.md b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/distribution.md
index 61049161a054..5196e419100e 100644
--- a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/distribution.md
+++ b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/distribution.md
@@ -202,7 +202,7 @@ expect_column_median_to_be_between: True
 
 - **Assuming static distributions**: Data distributions often evolve over time due to seasonality, trends, or changes in data collection. It is crucial to regularly update reference distributions and Expectations to reflect the current state of the data.
 
-- **Overlooking data quality issues**: Data entry errors, missing values, or outliers can significantly distort the distribution. Comprehensive data quality checks, including handling missing data and outliers, is an essential complement to distribution analysis and validation.
+- **Overlooking data quality problems**: Data entry errors, missing values, or outliers can significantly distort the distribution. Comprehensive data quality checks, including handling missing data and outliers, is an essential complement to distribution analysis and validation.
 
 - **Not accounting for multimodal distributions**: Some datasets may have multiple peaks, requiring appropriate methods and Expectations that can handle multimodal distributions. Ignoring multimodality can lead to inaccurate interpretations of the data.
 
diff --git a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/integrity.md b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/integrity.md
index 8375eaafd3a8..4b2be4c0a08e 100644
--- a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/integrity.md
+++ b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/integrity.md
@@ -227,7 +227,7 @@ Run the following GX Core workflow.
 
 ## Scenarios
 
-The following scenarios provide insight into how Great Expectations can help enforce data integrity across various domains. By combining built-in Expectations with custom SQL checks, organizations can create comprehensive validation frameworks that catch inconsistencies, prevent data quality issues, and ensure compliance with business rules and regulations.
+The following scenarios provide insight into how Great Expectations can help enforce data integrity across various domains. By combining built-in Expectations with custom SQL checks, organizations can create comprehensive validation frameworks that catch inconsistencies, prevent data quality problems, and ensure compliance with business rules and regulations.
 
 ### Cross-system financial reconciliation
 
diff --git a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/uniqueness.md b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/uniqueness.md
index 0660c32dd6e6..996bdb68e321 100644
--- a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/uniqueness.md
+++ b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/uniqueness.md
@@ -8,7 +8,7 @@ import TabItem from '@theme/TabItem';
 
 Data uniqueness is a fundamental aspect of data quality that ensures distinct values are present only once where expected in a dataset. Uniqueness constraints are often applied to columns that serve as primary keys, composite keys, or other unique identifiers. Validating uniqueness is critical for maintaining data integrity, preventing duplication, and enabling accurate analysis.
 
-Failing to validate uniqueness can lead to various data quality issues:
+Failing to validate uniqueness can lead to various data quality problems:
 
 * Duplicates can skew analytics, leading to incorrect conclusions and flawed decision-making. For example, duplicate transactions could overstate revenue.
 * Non-unique identifiers can cause data corruption when merging or joining datasets, resulting in lost data or mismatched records.

From de96465383a8eb94432c0822c0c52b9aa10b7375 Mon Sep 17 00:00:00 2001
From: Kristen Lavavej <kristen.lavavej@greatexpectations.io>
Date: Fri, 20 Dec 2024 11:09:22 -0800
Subject: [PATCH 2/4] self-review

---
 .../docusaurus/docs/cloud/expectations/manage_expectations.md | 4 ++--
 .../reference/learn/data_quality_use_cases/dq_use_cases_lp.md | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
index cd5058ecab0f..b261de7dbd4c 100644
--- a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
+++ b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
@@ -30,7 +30,7 @@ The following table lists the available GX Cloud Expectations.
 | Numeric            | **column values to be between**                      | Expect the column entries to be between a minimum value and a maximum value.                                                           | No                  |
 | Numeric            | **column z scores to be less than**                  | Expect the Z-scores of a column's values to be less than a given threshold.                                                            | No                  |
 | Numeric            | **multicolumn sum to equal**                         | Expect that the sum of row values in a specified column list is the same for each row, and equal to a specified sum total.             | No                  |
-| Numeric,  Validity | **column most common value to be in set**            | Expect the most common value to be within the designated value set.                                                                    | No                  |
+| Numeric, Validity | **column most common value to be in set**            | Expect the most common value to be within the designated value set.                                                                    | No                  |
 | Numeric, Validity  | **column pair values to be equal**                   | Expect the values in column A to be the same as column B.                                                                              | No                  |
 | Numeric, Validity  | **column values to be in set**                       | Expect each column value to be in a given set.                                                                                         | No                  |
 | Numeric, Validity  | **column values to not be in set**                   | Expect column entries to not be in the set.                                                                                            | No                  |
@@ -124,7 +124,7 @@ To clear the Expectation condition, click the clear button located on the right-
 
 3. Click **New Expectation**.
 
-4. Select a data quality issue to test for
+4. Select a data quality issue to test for.
 
 5. Select an Expectation type.
 
diff --git a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/dq_use_cases_lp.md b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/dq_use_cases_lp.md
index 55b3d670f73f..60c9b260f081 100644
--- a/docs/docusaurus/docs/reference/learn/data_quality_use_cases/dq_use_cases_lp.md
+++ b/docs/docusaurus/docs/reference/learn/data_quality_use_cases/dq_use_cases_lp.md
@@ -13,7 +13,7 @@ import LinkCard from '@site/src/components/LinkCard';
 import OverviewCard from '@site/src/components/OverviewCard';
 
 <OverviewCard title={frontMatter.title}>
-  Learn how to use GX to address key data quality issues.
+  Learn how to use GX to address key data quality scenarios.
 </OverviewCard>
 
 A comprehensive data quality strategy relies on a multidimensional approach to achieving and maintaining high-quality data. GX enables you to define and validate data quality checks across a variety of data quality and observability dimensions.

From f3b6e0dcceda84ce5d86a2ba1d9d64a42ef24952 Mon Sep 17 00:00:00 2001
From: Kristen Lavavej <kristen.lavavej@greatexpectations.io>
Date: Fri, 20 Dec 2024 11:18:48 -0800
Subject: [PATCH 3/4] alignment

---
 docs/docusaurus/docs/cloud/expectations/manage_expectations.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
index b261de7dbd4c..a58e0b3f9406 100644
--- a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
+++ b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
@@ -17,7 +17,7 @@ An Expectation is a verifiable assertion about your data. They make implicit ass
 The following table lists the available GX Cloud Expectations.
 
 | Data quality issue |                    Expectation                       |                                                               Description                                                              | Dynamic Parameters? |
-|:------------------:|:----------------------------------------------------:|:--------------------------------------------------------------------------------------------------------------------------------------:|:-------------------:|
+|------------------|----------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------|-------------------|
 | Completeness       | **column values to be null**                         | Expect the column values to be null.                                                                                                   | Coming soon         |
 | Completeness       | **column values to not be null**                     | Expect the column values to not be null.                                                                                               | Coming soon         |
 | Numeric            | **column max to be between**                         | Expect the column maximum to be between a minimum and a maximum value.                                                                 | Yes                 |

From 66c7fdebac6d48c4ffc486cd41ab3e5d05a2d4fa Mon Sep 17 00:00:00 2001
From: Kristen Lavavej <kristen.lavavej@greatexpectations.io>
Date: Fri, 20 Dec 2024 13:11:35 -0800
Subject: [PATCH 4/4] plural

---
 .../docusaurus/docs/cloud/expectations/manage_expectations.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
index a58e0b3f9406..af82e186d108 100644
--- a/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
+++ b/docs/docusaurus/docs/cloud/expectations/manage_expectations.md
@@ -49,8 +49,8 @@ The following table lists the available GX Cloud Expectations.
 | Uniqueness         | **column values to be unique**                       | Expect each column value to be unique.                                                                                                 | No                  |
 | Uniqueness         | **compound columns to be unique**                    | Expect the compound columns to be unique.                                                                                              | No                  |
 | Uniqueness         | **select column values to be unique within record**  | Expect the values for each record to be unique across the columns listed. Note that records can be duplicated.                         | No                  |
-| Validity           | **column value length to be between**                | Expect the column entries to be strings with length between a minimum value and a maximum value.                                       | No                  |
-| Validity           | **column value length to equal**                     | Expect the column entries to be strings with length equal to the provided value.                                                       | No                  |
+| Validity           | **column value lengths to be between**                | Expect the column entries to be strings with length between a minimum value and a maximum value.                                       | No                  |
+| Validity           | **column value lengths to equal**                     | Expect the column entries to be strings with length equal to the provided value.                                                       | No                  |
 | Validity           | **column values to match like pattern**              | Expect the column entries to be strings that match a given like pattern expression.                                                    | No                  |
 | Validity           | **column values to match like pattern list**         | Expect the column entries to be strings that match any of a provided list of like pattern expressions.                                 | No                  |
 | Validity           | **column values to match regex**                     | Expect the column entries to be strings that match a given regular expression.                                                         | No                  |