From 31bc0918737ccca440262a13cdb464e195e6968c Mon Sep 17 00:00:00 2001
From: Feng Lee <feng@emqtt.io>
Date: Sun, 6 May 2018 17:45:18 +0800
Subject: [PATCH] Implement MQTT Version 5.0 client

---
 docs/mqtt-v5.0.pdf             | Bin 1707553 -> 2557522 bytes
 include/emqx_client.hrl        |  37 --
 include/emqx_mqtt.hrl          | 265 ++++++++---
 src/emqx_broker.erl            |   2 +-
 src/emqx_client.erl            | 794 ++++++++++++++++++++-------------
 src/emqx_client_sock.erl       | 100 +----
 src/emqx_connection.erl        |  73 +--
 src/emqx_mod_subscription.erl  |   8 +-
 src/emqx_mqtt_properties.erl   | 117 +++--
 src/emqx_mqtt_rscode.erl       | 115 -----
 src/emqx_packet.erl            |  68 ++-
 src/emqx_parser.erl            | 442 +++++++++---------
 src/emqx_protocol.erl          |  84 ++--
 src/emqx_reason_codes.erl      | 110 +++++
 src/emqx_router.erl            |   2 +-
 src/emqx_serializer.erl        | 356 ++++++++-------
 src/emqx_session.erl           |  11 +-
 src/emqx_sm_sup.erl            |   2 +-
 test/emqx_access_SUITE.erl     |  10 +-
 test/emqx_protocol_SUITE.erl   |  60 +--
 test/emqx_serializer_SUITE.erl |  91 ++++
 21 files changed, 1510 insertions(+), 1237 deletions(-)
 delete mode 100644 include/emqx_client.hrl
 delete mode 100644 src/emqx_mqtt_rscode.erl
 create mode 100644 src/emqx_reason_codes.erl
 create mode 100644 test/emqx_serializer_SUITE.erl

diff --git a/docs/mqtt-v5.0.pdf b/docs/mqtt-v5.0.pdf
index 8f8690e08c98d7cc8ea096c4327f8ed96b22a288..1fa8883d0517edaf5e2df9010b9601a223a4d1e4 100644
GIT binary patch
delta 855995
zcmdR%2Yi%O)`!6cqGG|0NGu>&Akz~?ks?i$s;pv5nFtC5Au5PEqQPDl+gh-#9Z@V`
zLB#@sy<<nk6?IYU1r@&Mxib?I%<iIszuyO%OnJ+>r~J?VoO|EPbyp2}`P{1-o>JYg
zdX4HetJkVtyLz4KM%9h0*R5_+y<YYD)f-edt=_PDqw0;TH>qw`y=nDk)tgsuQN3mL
zR`+hbUDHe|RZv(^S$b5H4jr1bA2@box}bgEk|WavP53n`J)){0%J=<w+dn<J^4L*j
z>Cpv|SWzPPVW$xzDyzaL$=oOVrOStwbgmrZQC`|pyHt*-;!>jvQboB>x{s<ncBF@7
z@}CSWDIHzVen3H!CVTDGq)B>2xiS?Ma{TWUt~ljM-Zn2>aVnDgWVvv~sqDBiwWNzA
z;&sI<PQ`K`)GwWv{hiVk73D9Pl`c~dDJsg}cDZ;(H5#tbU9{$~obrl_@;a|yItTba
zrOVW{Y`kzq<;4qstGsw&-YIINixuY&%Sjh6%n!6)=^_!ot}M;`F2{@3+$C?@XmMVY
z<;sf|=WksjUMjwVc+ujl(y@R2^2K!V|Eaz@+KUzz<-NH^7(OfJLUp4ckq?aSqcX-p
zw6Hj@_8MXG-phA6(Q5}rB=!fwwy5U5HR44wMTxx3%av90QQp%M`7!)Pyhu?pCwd+6
zk}E4-rWULe=WJ3da*Ojovs~ih;=J207kEWnDK5@yxJKYQ;)P2D<7QSK^-?vFkaxaR
zO&ly2FID6BHR2T&=0}m!XR0tC@dGpU!Co}#5PzTZMN;wnU24RO=QUMJym($SS@ANU
za#1WFLwWh)d7r3PebJcW|4#9WYD|(Buc(;2WI|{xm#?Te?`q4{S2M7jc*Qj!Rlj(_
zeOFRE;xC)i;;H<N^YX<*_Azpoix)4-<H&OHlKB&J;>C;d>a171Sn!6tc$t+;xzR{0
zk7+sa_$2Q{HRADE-Un*LD~{x)$%@A@d9P5s%x`jTEM&pFd@CnjBpJ=SRbG3^Xx@iv
z#N(*Es%pf`6esfo%c(CJ`wbS>j@@|V4>(`ECg7F}6AyOC)IsJ*VNFEmjagV*TR~ZQ
zWRAoObAzrU-|vgvOxF7nHPj=ozeFN$%H<*_5_w^2^oPWGo#rG?)S!I5?ia5c9hsG4
zd{Io7%VIUs@LAq+wWO&rUf$c1c`vPzCa*s(kSNH6+*n6}A)bDx{}tEVH?P0qSUyr~
zB#so<09}p5nMh$xJmeHuToY<FBG-{G@UY)0Uo4uJCNEzs8Z;{ZS}tHLT8~O=5IZMd
zEczRj)|M|3;BsZ<%j7A2O^&J&u*UOi$(Q%|<&-{BSVL9w@)hPIzh3=CqJiw>1kB`W
zj&N6W(KS7~s(?fC&fh;>7T)I_zjNiN^7JT=$OBI20lv%Mvc|9-_VQ|-3OYn9q80I?
zWFlFXN+uJjcoM`(MxuqW2qq}ZB;v^=ZwjM@$&{ybD~R*6lh@1#)_`M6t3sIc9y;P^
zzwFev_wGGPMh_`yUs0AQDNV*w$)e(9Nl|G!UX(71mBcF|6{+H6MR7$zZOd>;y&!Lz
zZd64DnMkZAo9#2Es{4SdlBzU?Q4QDVJF2p5KpGt&Vm1U<xTK$Y$-xDwc=iZhWZj4t
zSyyp1SyU}Jv>;zx@mb9H%br|Vz;y~xOhG{kPF?r7-$HKI)=enb+7BF6GGg>di^a0B
zXr~Jwbxj{Pv@G4fd*{049Cy^N*&DXsA&LnyiGqUme>>=4Ze852F#JJ)NUG-bh+~Hh
zTR|FqA$tv+uN?@;pMnAm+b)^NzK$g0?a*uX^P)t%Nbd7GgV%v7GeL8OHMgtpRh_eR
zG;eOXJgA`N@H%BH<J5QZhoO+}l>;l$O;^pB3-PQOGuc8n=LPvQx<v}|0nja05Hg;5
zs$0AumUHwvPLTDM{K?%1qzdxE(S1NsLH%ds+$MwHwC~%s8&(*Y9#h4yp2I2sJLg|?
z$-n4X#|YU`ct=hThWy=jjD?(>$xEFj8g*eHR+HPZFc6F6sX-nFVv#(q3InkkuCvlG
zkjde|e}n;i6jQ4G{{jQWk+O6$SspDdj>pT(N@69+WU90%mMBW3iy%VLx-d|i0aAYk
z96<Iws@H~rNZt+p)~EES0EMwg9txKuLnLSJ6`Z0@oMgSAAd)X9^+fI{|E?YDv4HSd
z!~PdYhy{$VYr8)L3F2QqR&uU{1iup!vVM^jx;7+0FxnN<(hwdZ$z;1kzyw|wMcT!)
zpJ(a}K6q1Z@GA=mS*OdZ;y*${){pXs)j&cfU_zwc7_Gx}>xYE877yN%zr{+yKqQlQ
z67ejAJ_=0YCN<5a{D;MUm`{nh4@nd_R4y;&Pp69K!<;v-AfS$#)o%`TGQSITf}V2c
zi#mVARr22EfCn6#shiq!I8#%n1XQWvmRW9)r6{pHzpOjLs0fueL0wE6SkM8kkw~Vq
zM59w*LNJ!eD=&BF8tz$xa5ZJ#N@Lo8hcwAcr+opLQ6)5PGqIYIu?FAZAj3xjc(r&=
zNntFSEGbDuV#Q_gigGAac`{N`ktUM(DiK=&-~!vtYaxekH8i_6zQr>6Otl=~@+q$U
za)68F{B8wZ=W-Z12>8q%!mD6{6;Lhk>a63`MYT*_^b6EFFL>5`e+br)BF}X6v;7e(
zp37Zz$B?Nh7a2q%)-D>0rcgjZ3<eXA#gg<J_`Imr=fyRj*Wx9dRTEh?oMbsWsr9PP
zNkw`7r;x$io%V$cge+WAHMDX>*P&(pDj7A_5#)1i?#Shb^~olu4vFGqI?e!+h#XIo
zV9MkCp}37CB5`tKJj$y?JjHS4@pPg%UXqCyB}$TIQ1Wy<ohnQ+{#e2<;;C3MR6UX`
zPb8Bi$#|R#CQAG~o=g=dDCLqx93S_4-Y4U+L^S64h?(Gj{-)xoWJSD`*@{S<gOV{s
zP@qJrIG#?Hq>AFD3H-m17isc;X{<PbbO}N<Q9|lY^0G7;O{O_FmW(nUFO-Z&lBMy|
zcr3-Acsh<W*&8IH@!|w;<58}mkVVN90#h1rc8p=tHcKWDA%-x;@nVD~KV{-2yooUS
zB1T*4IFm&&M30vxi_t(bo`^frk|g7aQPd(xDiK8|F<dOkC3p|4lpwOVqL}gfpwY7M
zJK?Rf*NM|xacJD3FabM3{7gz)C5w_2GRVbm-ltG&1)?OgBMTQOLv}8NxM(a<g6g$n
zGFh5PVv4dLIs)VbX4sgtoX^u<FXok_I0B0BJwg;_zt3=pDrSt_Fcpe4E*EZG<cO)G
zf<XEPPJ^~7aP^H+M~vxWiDE~>01{Nj>2M<i)5$OcP8fWGV}tLcIX@hq(!@paObL>5
zV^tF*Elwry0wqodRZ=o~A-bzdT@)|Lp154KS&iVlS+9?#JWdm#sT$|i9}<ZY!c<K|
z6?u=J#8VkQaO8Par(%&5?x!YDAA*DtE!RwGUQ=8o_y%WkD+S9AAg_TG^pj)DQ$`8y
zhZkw$q`nhey9{#_r7}f0ACf7t;bfTM2O)lwMaF56*!Q`SAvxg}G^EodaLSwjSyQPQ
zuBI;(;VTgYs_=NOkHpZR5RM^y@sW&962ohadmKwu8!*HWPPT$dvm<8Y-~j?<Z3_)p
z=_rT>6Gs>rrocy{N#j4SQk0{uiF{R=bw1oHl1ve`U>JJAZ=<F0BHU7Ert$|+3{AcR
zbjkzl_^$R}FproQe7Gjp3RviGJ^}y0DiI*OrA`fBP)u+`ZY@XvDpm&-+=4b2js^<w
zI+7{@M2g~N#Dk&b|F{d{mWpuLS!gQ>5EaaTyOj%BT!X0MI^b?16PyHu(>q0_5`57-
zA5jaqkU&Iu8h&U;4bb-k$Bpb_fG5VS;^1KfWya(5&Ja{AMVCp0z*GUCxEX+z#R0C9
z%tCxTov9U%dU2XB<H<6eFqlGUso)}|F<dGRXffJ2abA*&=(LW;QPLbKRd9xYA@GoR
zyaH_$#}b4Y*9BKNnyX|7R9=%?GWq0E0id8(@Ef(qP&q)1je==_4BnSAZG!>~A^gKn
z7%V@_JPw6M$SnS>Fu=ecP%<DV@9~rskd><tJBeh5yo5@*kq%MkZ}=S8B-Dxm?vdMq
zNFL9~5io{X@H?P@78ftHDZf!cKFop%(OGb6qYKT&!mTkW{*)nYYTKM`NW%mqlHnT6
zF=CLc%CRAaFb(G+S_CU*pz*k7z+`wVX}HE`%4<cHdW)jpC>}x3p&_sYH!KDJ7=K00
zxYOP($xZoLqYr#Gua|P8B`DcX&<r<CGUjyl2)-#Z8DR(`1~1_^Bt-89*noOK8N3M^
z2-i$xi0$ByDg2uIVt?M^P}~*2FTuCdD7Xx8N)T*ORF2idJMw>$6#|fm2)9J=;Gf=B
zsmel36vs>T6ln;*O9)EY0Vy5(W0gcCLu`|5HKLA%10uCBf!9}XI}e5(;9g-|K&XG>
z(F#OBl2l0)w<HAlt>eQFLXCmF1!f|F-{_jVz;=iaumb0mWmEuMsW|*Ia1p+&K#}F9
z9>ygkqcRVYjNs=Ex)3$<$IAgbsYD@%76Q`dPkn$d2u)G0JX(=V(|Ltcail|(un`5Z
z6mbMnq!RdYNwgvpOEDIC4%#C~u#^I$2Ve#yGwJB<5w4B;;$>JpscrZ~8)JfytfZL5
zA?HWD1XnW4<Gm0yAsn3as)TSD3fC$|>?rjYqZFY^$x|pNRjgGBISU?#WVg5kqmYyo
zCJwNn_IR`uk?Hb?>S(A0?I9Lm9py@@j4Tm129n$o*w(Y~kO-e4Hdij^Q-+Wc*SVPN
z)N!joz!RT^{cw6YbcYLRKeVK1cqGa#M_XyWD~ncOvN(C82<sMN^CEpC9^n`~fNOv+
zSRHPJh?<H}<U3+P6On&?!zob)hWlv<FQBjUm!3H=0SU)NizIxhShOM)MN*_^flq?l
zV@dP|fzvm*0}K}hRiKS1vLYhGDu?+*5g&reIFq0ZR{*Z!<X=u=%?=bm_M3okn5TRh
z+zk~QVuh$ieM>_SjPF5A$A;6HbjX-oFsUcWc<|9^R{ex<)M!Wv<z+Y|7y!|irbqGG
zj7s8mejx$JLR^@JemUdQXLUj{8jgozQDqTFL_s=@W+bB25X<GHA@m$FD2_xTqZy6o
zlp$1vt0P26=HwM94!}gFjU-C~{^3a_1SvMcu~krvap3z%2*2ktKoROA;qpJ%!@eeJ
z{Mp!G#Ik;FgW!dD2BSfXBxNACkSIZ^!~q0eK@bAmz>feeM9!Er7&^|EBz53gD4r=|
zrO>lEtr*xO&>1g;0;ny=Ijt2yepKuyR5o}4zJqScK#WKTTE>ZjL;#?I>oP-v>9Cc|
z7>&pxis2tbA{Q|2b9q9{Q?R;dW(8D2hN9p?VFW7Q7b2=g;8T!5h{Mvj9qcxV8^<dU
z6S=W6S_&C2isuAa3Wx{&!qEXU@F5Z>{|8^?C)^a*1X86Kj0+z_2~tHlGGpgsSOCY6
zd<9AKAKw!V)_6D-=`Wijl^yc|r5p=4V%)@8p!#L_vl+oWLA>FA(Na`f%B6r@RRfx$
zF94E2;y0J%W*SkHC`N8;TrMmLb!1)&@1RtbP$s!Gig!?e6i$awe4fS=q+}-YaxxWq
z63~(vIZHW^Log9U<q|E%Q-=5J=Q1M3Na!$jOoSV7Y6>?bccWh71_5IvE5JxRM<^H|
z!wAF_yr%}jCqmfcEyY|JMaRhv=&~YKm;t@vZq~eJHGGq>3HqS2H>o-vd>A&10!4i+
zgb%=HxGBUe$#<w&fyxjLXH|O!FxR9WL_-#IxHOkmaO-UR3Ll_YO=RRF00uq-EE;||
z8+HvC2yNz6KonW+Y{=YUd>8>?xI_uoW^B?aM29JW8gvRmdM*N7psiexKmo#aVzMHB
zCD5TOz92rRzs-4E5^G_W3dU1}z0e0YGO$2C0F-i^&#@8K6xqyZ>2NMV#f3mbm@da5
zm`Dgt5G7zahjT9A630oo1}-V7qt1lb6oLQvbDE@r-Bb2FK!5lj?(Bus0tWKp055K*
zw#e#ce|eGTU~$A}kZI&3*Wr#OM26l`Larx;iU$04N|bLf1FRy%QAMgS!&s9z1@VY-
zO7KD$YtkARjp2+*G@*f1S{cgroxuZ=g>+2X!DEPp5bwg4ggoTVzz+15c&LLQtfDG0
zp*iuXAZ8}5nvhjjf$yTQVrd8?wdltz_%k}fp$xD<(0EnBEg;(1*ZNi}Nn;65A*1VN
zVhLwcqL2yc8Q~QKV4!(4rvN2VHP<Gj;eU*l6Y)?mL-*n*BgdBk8!<|Hik1i?eS%C$
z=ma{I!h`h<>mG6?(UBb)po@X*a#1^?K>{-1AHf#_S&BoA$Q2XvKhp{Z#-+&9$b{GM
z6TDVNMk0IwuUL#@xflt_O9w(p_lPv3wH&pbAg*ogz^!Rc5x`daDbg4;hs%;vsTma8
zyTLLue33RnK_!WXX_YU6N$@WOvBzZz#f5lHM>N#Gp^`TeEGq)?lOG6H{hAw?q&Wj8
zVsI9u*2Q8*36=*vba|{2NoI(77!GwRClcM9h|7_b@B`(?ASe}RF30~11y+@Vh#ZE_
zfM9&VMCEbTi2ygQ31IUR)q|OEN?wC`;=TYC*dW}R>!iuQTv!=NoZK8QWkk{q6op<z
zJkZACGmJ?~L(0q#d?|}YLQ&I%%yGgBm4h0E30ihy6kIL%53&c2%x?l07cNU?AW*1=
z93I+ZHU>axOa;b~2y92uG(u4b1-;a201cQ5nR3Vm6F#2+%lQVGNa3hn`UNiXc^PK4
ziv%2@C4Mp3a`2Fh2`W&33XZBz;sDwaaJUCfNiyLZ*&J2`E=@CDgszoJ=2N?(s23`M
z_rZ|-BdC@ExiBD|l3Q{OGY$$e$Cw}F5s*FdZUy;Y;ML<f1`fxN;JVNmu7yEl^xRfe
zp&5OjAqxrUj6=|!jmvUGqY-Hp7(9sTFROGC6a^^brxO5za&x1APstnzQ<f;saCK4#
zQC&oo(yNwClU5+2fCle)kJ^H*#0Kg@HIkI&7h*C}7w5v7aW5Q~6jq3of%$P`hDo);
zg-F!YnEHawtDA;kE~o#C#C#y4A!P;DC+lN(bV?jZpd3BeZB{2PKs14wW6=#qlPgeY
z8Rp}2Y>L?!DP2RZMbaihXxale<pj75cYUFd_oYS@^$#C}(et5Id>KZ-ojHkeRL+7C
zxC*M`B(wpc;1#DLroCYuR<xtQA_z)xT6#WQMf?MNNH=y%r~y<zUS)wRuYy@gcHqA#
z2ek?c*v4KK7iPp}OeFPU9Adv8Q3x?hRQR092w#vPa6#h2A`Czds38#n6EGZg0M{~e
z06Pfi^bWr;LugDTqtsuay0LjkUqT*?5M(VZ6#AgB0{YaPAo_ve0qyN>ktc8=D<E}H
z!B64=h_NrKr{mECYZ@~U(p(pvT19v!$Y)Cf_l;*n<!qx2ZfB!`_W%(d4oGrY)E}Cr
zb_1|GuBvp|x|*UQQAmJ^1eW16Cyfi<L%vg?NaNN;G6DpEaHDbr!)<eHk^U!zr-)9t
zaiFmP-Nthn3pWH${6@0GE&L`RFfm^Nr6i6dV#YfdAh?oxLe4W!+NLyL02CqtFbO+G
zcp^x{5#mCa{GVmqvU)y>OAkV#z_N%DU?jBGbt&TAvC^>s0Lri@AK=rxM_@YvG6xNz
zdP48dz_yS<ZwLp+Fg;-zj)$7@zL@)STeKr_!lNC7y<3wbbq)@L+Y!SyP+<Rz6K{a+
z=~RrC!J!1iu{RRRSD7SNqcu;E!i%}Pfla}N-+9fzj0xK;eaWCG#(>nM#3U?`B%;7r
z3rxqy19*h^093WI7vnoLDJq!yc~4a1ki-JEhKgfQn{yD+;E;j;qZu(Y&E4e9)CDQn
zU<UdKyCKjlp=>5wW?SD{=O<yqV1V3DXU*bvAQK{7-~|{Cj3+0Pt`Qm?;bayx1Yd$K
z2<V_*Y`dv&u7v+GJmNvxL;t6gF+m4OO>k3u7!^wzf{JOXaXZGHy*Mfi*$&L0lZ6IM
zD|o4+BHD!%0*k=aJ1yQTB(ySVGgOEuxDY0QX-HCH%>Oa4;A$Wf&VqF~jhP=pi+a|Q
zL>rQNbr|mn=-N0^#f+2SBB4TCvh@Q{1Y^+cG!JZ#${06Am*9x0N7sYM^Q{0y{{upS
z9q>032=dymg5m4ggoM2yClmlT{2TU%u);6R1$=-^X>g)5qXiE`v-HaFe#;nqoKNWg
zTSKEaxHaxt&U-#4Sh*|tkCI7;<03c`d5rO+IFXKwU>(Dp1<pliaS>dUBcN8A!8{?N
zYd8iWF|h?rqXKM)q{43CQpAQcg+eq_7U+_bcqQc17f9j%nua10C5p;?&mSBTRYJ`0
zc~F~cI~k3ypnArL$|<$@KHDSaT#}PTsznvikJ-Xe2<hY=Iw6#WW~4Epli0I!ZS<cp
zm~e@@=;&b=+bpO}M#AW5K=B<UESM(rHBDZOO<*Od;LWs|a4q9Q9C3b#EJ;?kd4-Fk
zF%=J25(F8yL%;(tO<63%ML3<PCtRSI91PjwN_J|QG(pjVsBB*_0^_xsd>1J^-sT07
z41yZ*-~+CzEfAf1gdBrn0U}-oAHd8s>lhL*;zb!ofvrFpVwDT%EOJ&n4;)Z_)rQY=
zI7yW&M->kj1Q$aONCF07Lp+<dh^ZOS8=Yb)yEy<4vUKr%DBC~;&Fb`2h87tC3{?ht
z5u4;-z&S=5re=I}11AKK=!u$dP`$d9JldEbBVehZ5&S|Olg<DquE?48iv(~2&n$#i
zh;a2IUuLkZe|1U$&$lErh2ki-*WhyAQVhUzS)PDjloM9gzcdrg^#CbJ6aC;cx-XY4
z!W>i*Fn9S2)D=gC4<H0eFz15+K$#{Y;)y8oKXNduhj6eIu>eERh(%%xZlDJtV0I|7
zoKs~*p_{F4xV%A?Ejoy9#CBA+D#)DNp(J$ioM@GXS&9+64g+ly?nFd|^S@vi2A61}
zT4090r0gG8vH?Ln0+mu`Sv_OJ7bH?HFQC){Eie`Ofvk~~_(Z-dAK+X|ID?p`E3Qgl
zGBBGHB0<PE=pT7tWeE<~u~fSuh^;-)wGn!VuT4uZ9cdRq220?#eO^-+FUTIC0zMBD
zWB`UWx6n)w7vjmdA^0imxIWH`yOVP>Sj2=wS`E+&72_2(ih~f>xh${*hS9k}kx&Q|
z6FQ<q7qn3-u^}f8&?1esN^*+93@QFOZoCM;0V^0LT`)8#2oxo;KL;_Aa^`Df=@n*m
zQYzRfA=3JQg@7cxqkDy5i0BQ`kQ}j$+c8o~R3_EY5HsRIck&`+67}g01`-M&$Py(V
zPCj#W^lu?-eDKOCN5jO#A(0>s!wFDrWRQ}Qln7J^HV8pyi=TQwV1;%>lt9}^U7W}e
zNZwqD{}3(P^KkBuq2c0m28p>0b|9jSeC|O?pow50@+FgRfG5sExG)Q33NhM+4!)Bw
zFiz-oI?F>vQ3t?#K0zp^CGZliiXzPl@L>kP*+hypv_usCPcH}C!QQ11C`%yDF1)~y
zoNLF&!~}R)|Ao{{;~k{IEe+oA+M1E*u{t6M)rg713+U2i!clO4;gIYo)nWkF-{fMt
zv4SQxwff1j1DL9S%*kjEby<$+Da1rTLWaR*sPj>~bln(W)DjV1128z8g{m4T35fte
z=R0(%IOH3GoBpd3hXXJ?IwDtNAe(WZKHt%RvhKkt;iNWFLd;W`V?+tHw8NUd5NxyT
zG_kqd#M&9eK_ifMLXxOp+(4Vm7q_)xL8#OJ%sMz3&sR>T>Ub<g!xYxI4$;6Nl98Dr
zOhuz)M(tPl1M1;Sae{<KQVJ~`A}Y)s<DHUGW)ryr>Qx|ntGu>xQIz3QoXoiB>=Wxa
zlstzUsdN%0qn7X3-*6g%i*vr~8W<DdCG9qY8UYx9OS-BD1_kzU66UuWBp;d|2~yNR
z#vrwe7q~w9M=+EjHXAa;vT2A5X?Vj(-bWpvc{raS1z6M;A0+LWlMk>YbH^wYsre0Y
z=UA@7t%YHS9VRolxl~;-Z0-YO%zwdG89Nw_g^2^#X(7FIGz*`2GpQNpq~Q#nTh#$Y
zct5_6X1KLTXNChO?d(BfFb9Z$*u)jWLB3G9{=#28$%ZDNPd=spNup8JIxn2mj)fuT
zEVW#SRUBNBQbHB0VI3b=!UM^2c8`sFR><HZP$Ir0OX5m+7~%rV*j~0PwyID?utbqf
zQblIaBt0AC4V62tVjIGO!&z&at{@tqOme{>7ArszxF6CkBjQeug&SG>O5{9?m47Ic
zuv4WNLL)nM0ia_{rtmZxsXprZ2Wl3<7lqn>BYuM469w3c5Jcb9>tso|04|{u5&<$g
zP~I6qwc!FjSuhP|{ld9Z!jTZi|4BBwHQq-Ft0uV*ra*zr8nONpWk8<^KrDve+K%K-
zj2Um?HGMrJ95dixj9fwumT`D!(E>oI0IdP4IxVVZa+!QbUPUi9>|G;@hv_{8X}0zY
zO=%J^`G<p$9p5F2IT;gDn{g8z)gswNHh?qXCYD=tXFGl_r{miIs8qP-Ko}3cg8+mb
zBexI4wZ#*WpP|4PL>6;DP79)BumTtlC=gj<I=%hS#gae=rxC^hXek3W15~+@rMK0K
z5p0(fv?DAnIv}46*y%hfBtExmfVR;s#VuC~{X#?1UI6Y6|Cft0SRn;DZ4_h+4x|?<
ziDfGR%Pop?oC%D;f@*}UF5+tvJ)N`Z5QCGx3++|TR<AT}baJ9hP(vQPNw}g90RP}U
z!Gl^XnNbpYKyW-9VVsoXRdxv#XPX-^m`lk-L@-^I%V$wLAi>zB7DOO|2(_36?+BB3
zVz^m^@DuX`SttLS4pE$0n`Ni?DAvWpu@&Q#WZBCimjjNHQc6e0Y|RWIL!HhI>p_gn
zv5D{euF$Ap2(E-)Eb45$GTz`DqNLsf8f367d>(0>X0@t^*9Ko8@C__u6+=58WRn&4
zgY19{&S~F+S_wb3??-5W1kU*y4_G>6Jm<y(vXMxDZji;$Q6IPyL#F@48<ZUS`B)cL
zZ$vXf+bw`(7_}_~ypFLr`D851{P8G)B@B{=8ys1V=3j1!y@6LaB6sJ4gs@9gZ1Fjf
zMS4RZQh!Fii;Lom2q96>|1k>cGUi=$W<MW#ibdf^c&(nSD?+Ay<|+uRv6#L?9Pphe
zf?^P~A|*HHituYpMY96;7UXPaaE|qFAV%Pkk;}qE;@dVfl#>%>w@?rg4(t|OW@-iB
zVa*i3F$$Sdx?!%Pgdxr_AD?g)5e%Tk-S8J<2j+lstdE`05!~@3*1zhhKnzyIcM%qC
z(g8tTP7kttBwP%G;-p&LbzY2}V<927F^O=wKAyp7vz?JJjfvtdV!1L-N&~}y<Q-WC
z#}jdB<6+#4xr-TIE`hW2wWr|ejNB^S1?7~WSTe`rR69CxzT5@_x5jNln92sRF~=hu
z;3IheXk4yg_NS6&Y{m;`GFJIIXJ@dn5M$<+0T3$WF1nxqrO|Ci$g<l-B+mA^R!Cw2
zsNySvyHjfPP69iT=|I+iEkW2>6hso)(3mMGG+lsNJVY7r9LDb-{a)ru6f$P9oLWzA
zqbMkzqw#$SDX15!13Vo6u-tHTfH3DsGEg!g%!NQlmv4ZD=nHq_m9b`Dz{wtqJb;?#
zkGZFvOasoW4iKRsT}Cd0d!Qy;rFbisa%mRj8Dn>{Ue-seUQNr1P%-&k{gQS>gD@UU
z2z@gJ6IW0!UDUfE4)eb_2e!obiErz+Y;6{Zl^BmsXcrMogeE=#K%)UP!fj!H2(Md)
za)S5F9RbYvg_&N~r$-VqLWJuFPzyp>O_L)6Dn;d=xB?Ca0tD-2{S<kj;`lXaWar<k
z&ZvkBNC(PBTwqqvCdY{ZRyah1S<v(W0Gn`$aEKP)t6Qe`c*m`AK?cm=3X|+VVGvQ7
zU}O*rrP5@w8EK^=C|eN#I8c;;i;NARvZ)ecf>Aqt;hHW+3uAIBQ^$}Qa|_G`Eg`Z&
zOibW2=q}q~(FTr89RU8@@x~PmLNhz~9!{`n3~9jUy&UZYM54mMy*Sxd!4DWXy5L9=
z&MW{7F(CyS(vZX;b_~i9QYDAQXh2Y@1P+HpF#69XEXHe9i!}jWS3a`%fLqFJozHMx
zs7@s?6LNwqA?d6jf^cOzTv(cqP&)6>7{3Tj2pFn%^{;a!jE7*eMT-FukZF77e>e$H
z<(6POiC5;Lf6LhIU8yXP78f@(2_yZM3%VSG{tyD%JLaz=LU_L7C`XJb2~Mj&rz|Wv
zK?Tlr7KAW06Og1>|71^w+7`i`hJcp|I=r{Bg0FJAZU!mEJfJw1Hvw5v(fP9@>0*==
z|Kkx9mAEQx39-bM7Ou)E_yR3xg3_@|&m28}nSTSh2|P?p#M=@#+8GJC4_9Pv4=<)T
z;{=fp*6vu;hCzvVPCTG-Ll+y%C@9f27IM*az|x{uR{I1o$KdcNkch(jng6wUPD~Tk
zuKdTkgc~<C&Em^y!?4uG9ETuW0gK|sC>n~TNfi|Vols<~gqZ%u=sAh<RE0AP7kAp$
z$9*`+Wo-D0^B;P>i$MdWu!6x;3>EE4eakpdGM85<R)}yKzfrb1jQJ6w#)yY#;ztxI
zR*8%mRRc{#ILRDWHJ6}YyI{C75fdIwBSv`srNoTJ2qcX3g0(zeE!si87!So6W5%kg
zomZd(!^Xx86TxsM3`bnRYVlEXqG^_|F}2=H{sdPk)5(5zg3K_SXrfE9{u$}81O)+Z
zmz`X+G%zcO3*3&2!)+KB6%E=51qeunq7eitg|$ICN;N19A;+Uw7}KkgRV6bF#D$lj
z4Y%cBJc!m7x}rLU|DjyCoO1KEeJ|@6;)ILh3BVJ7tPRnE6KbvkVtR^WFa)<Ck#a6%
zop>PkV+!ydy#dU60oZ}TQMw3&cY2!Gq9;i>#Q%_sk=N>kRs_l=#Ym@7xNR8R8k@^`
z9KONDYviXRjz%PyhMVIR1?YftX-pWrgDc^3V4>mZf^@_{0!IyevHmmrWRp!OQHC$^
zd0VNj^^>KMhOwh-{=y<FkeI*tipM(-#!=kPwL{p)nKCYl2ND;eB*FpTe8u(c{#xF1
zRgQ2%18rwet&7M6Iqt)4B_hs<ng3nIB>G80bRM14f&*ZpzB7?aRl$A~E{Cv<Z>!xQ
z(ujq)`CObWJFcnR&JFU7xrS~c*cjHof;JS&w2Fyrb3Qmoa+P4nbZxHD<v`(KO#>c5
zyaHEFpVG@`#J1DGNizbD8_x5!{*PCH$?|5LP}VGAWi)yh`l0{G$cSR`FF2d71AQd*
z;-};~e86SK)(FyYD*@0DEr^3QQ>5%fK2c~Of`)<%S|fYl^>&QSfUf!>D}XPy<{b{}
zgb*J7qZ&;<)_DPfRV)6>90m6Td>JmL)usd_tk`_UjphH;O;&rlAIijJ`P77O=ce(k
zZ7^}bK)!eC0Rs^wE^>qaIg!9IBEC1_V_s<n{1fF9c+yjUk<rM#Hf8MZiDWRq;L3ha
zvLS*vgLtJXMq)S<pbcNfl=l3snE`o&T$V%#z`t3QL)O#10wLvwtN{Wnh<&tSYI14{
zQ^Nh6Zr~@HqDaM00v#jv(TZvZkmUX>OBE9!ET9I;H<w6d7$l)U-HWbRkcejy1K>Y$
z5KBOXQ%q)W8b!iT-~>h$prI#mRU0Q%`vjMLFiRBhhR6n18M`dd#*@J(C6|N9j5&|X
zle9&T@Do9CT`J0$^^dkeWw=x@v(ACt!%C*m7r=7~W)ldil$g`y2;`H363~GO7|R&V
z96(!zSO=alg;TUD-r8E$NFbmYhlZyhF!1d2pJrs2Oz<@-bKL^rfkk1jT%N?rxU6gd
z6D%gf_1iK>#HUgqVj3_;JTZve&*(Udd&_=tZcgL&02sQ)VG)ff8K?>Ue|Rpi8|WvO
z$4~fa#~086tMNyC*Jogy>9<$psy<RP{$c0SG=dky=}e7uH_!_%z;zIoD6!<AF~{-5
zLulV~McmqT!6rMNe??-u7^sS~_|Fp3E}fN--#B$bQA*4^?Ltw8+AtNrVSqs!uINHo
zyg=#|qLrusJE;{!2n>S#e83MCgFPN?O9rbl|A+h`w6T!@;yOrsn6h>!9qezDPC}Zc
zm_Q{qqeIt+*8yx1%L0{94NznDLp|sOAIG!p3<DPY^$8g#BXnJa0wc@de+X3=(hs78
z)wnHb6!bE?lg~*hsM3yoZsi}hvE-uckX|ri;wA`+J76rRC}K!dnMXFX;D**#h=D*(
z<2kX5Nr|Nr*1rNI&fO6pf+*?+cmk7^1sf*xD-g;SB?sXEh%P`e1~D0pkXS-{ULa?*
zRQ$-Rqr3J^kOsyXBy}(X;Lvh*{$Six5#z^3*aWyhT_`_GCqgt^*JV3eIFh8qBn4AL
zm0$vb3n>-+6b~2%IOF2=P|#ROa80y`Pm3ka3kMR$G1P(qq*(t8NP_*uJ3)e5kd9p>
z2N2158Aw>IgSUc@s)6{HB|71(DzmFu0AukG?Ln#;WngXMD#+tQ3TP37f}Oe**MdVK
zKAs@{QI|`3)mhMm$wuyK360iNE&}>|0~Ih}qvwNZjL%9rJpV!T7}0h%U4r4t8Et0m
zr#UeNS`vN;FqDT;G)LeBJbwdY0}8V4flG(vf+HfQ<+IZ)mXgl;BNF10j&(FN!>t%A
z?2zctLtsuE<6;i)FC^1F<K~c2f)VY43IrmC2B^SEgl7H&MbI7<Oq`J-U;^D1YVZqt
zRpBz^1=`E_wH_eCd0kG%mM9<BW-@`>35IH!1*%?;14u)`ZEajpz?vrzgIO|!rvGIS
zh|{if@y4LMbw8gX0GC0l0FM~p7^R<<pkayvw#Xgq1-N<u_cG%FvIvHc=q&~!R}u+{
zVvQs<R}+B0^aT91f^%JikO3ee2oPj574^$;2|O-qUtb*8`6bi#{s=cCkPFG{r12rc
z^O>t*ttQASfqXgtOPt8BNzpd7n7|<`Mwow9>o_2@QeqMaXbVjM0a`F4YdB1PI3HbN
zuoV*o*TUM^!DraBYX%^sh;7P%W;tye8a1|c!`fK@7s<f}=?MT#5Q3xFpEu-TI4>sP
z2$%{XkE(GQWu|E6JM+7XY8V2ygOCE*&f@9Y!nKReoOqOwf)NNErtQ2MUVw7|Vz54a
zPNNb9kQMxe`cJ%f$uU<p#N<32#@J0gNa;OuZ8O;$A~8HPMe0!iV3wa4%c>W(ax+*i
zhu|~ZmWV-EM3DC}de@CufcWU9euw>CdP>3J(o@`yejav11_6@r3c<%^!7gDGe&YfI
zsvoS4Jvl)lO?TK&$!h`-h;PxVzR*l4VlfQJ3K-)nCJpWa-@wf5KfqLxn2JJe!dd&8
z%1A5W5O07XH~`Ee=Nl)05N4$7gV%$S=mYv;ZbbC3%nDUAAP6hy!O)!RH8mSSI;-tW
z?7<~i{|7Kgn8<EW5x~ZzM&leIsN_(w<jlkU#)h)fGbCjp6w`1~G{dbJF^Way4343Y
zs`UfVLBj%M=n{qj4GEJucm=9Mf7Cygi_iq0UL(>eJFqi7TKyCOOhmXCSnisAySK!U
z^$`#X2HBA3_PQ$P<IGM=fp=)brFoWfsDM~8s+cX{UMLQnQR|LB@G)04*le~yqMOHo
zHlXco8j6e<AY$|YHPh5+Af#Px23T6{h3tms5T;JrnGo>`L{K=eP^aX&)<RC++Y?EL
z85Y*R*jUnn*hMPMh+X9eSn>zmkvQxG>Q;g&wnsF~8KM`#P%yxTdNB_MMFPy?G7QFx
z`oo;B#W?tq?Rw~_(j3Y>Qd}Y9$5m`JF>)!S96!itRb*IMei|E2IJvaK`BGuY6k=IT
zh!Y>CV9Ww9VA%@V@@Pmm!cvkTE;q;c#6It2&AK#$ie@+z3jw!W!usDTAn<zb0?cwE
zJ;5yf=2FB4@j>^F@krSzCb@-6RRCIXjsM9$g0bZm!Oc|x9{>oyR!Df4ohAa@eh}-=
zrN<nPGuZ3$NpH}c5lS_k_w_M5oD&u6`BXm$YX_KsvTi2+ILch03vw-&-MEmAnt*7~
zE&v?24=oB9E_dQ{D+ujQ{|B<+OJr9{Z7SJtK?2({;Y_XrvWT=U^l@`<0QQIRFyVyJ
z;XVlJatpHtzK)7*N}yRZ=xz@-H5p;Z7Sz>%yR{Y+i|7B4h(ZC+v7|;>_?hkm%i+C?
zDU==n!NDNYc!ceAyB7i}%E3#VreFZX3s-Q2<~@$2{?$9BM)pe>j{5Nt7r`1oCjVO&
zaRG{AZIACWUPy+QVm!hoKoOSRAQGMq7WhB{--j{NV8KURb_;Xlc4kMaeUmgAL@xYG
ztvWQT3m@EfDVoQ@idp}FgE$99Cqqc#5{xYeCQc@}KNLY2itwxz{b_bLH^Go`CDn^2
zxC!`YwhaCfH~|sw1SJ#==VOdS5H%tGXB(q9!T$f?I~Yhu3uTJYP84xM_}mjno4E@H
z(iAL<58+}KrqT{3*Mt*{V-m(<*&Cr(MX<5ygW23Cz_q%rIiKfGR^|fIrf@?qD7T@h
zkQdO72{+E}83o0_{OCY|cm+D@?U>8nurcrY02~{8SZ8MNL;Ta`vfXVGkjmBJ_&*yF
zbZL2QC1=0e<_T6tBPv_h)MUgpqrw$=Z<E$us;<aVCUc<MG4LKp_nI8(8X(?Vf0Gos
zOjtsIL?LLT%RvxWK9|<sp~V2-k)Dw~OjmsBG!*ag63Z^$dqX0V?}=R94gqn0-)E6Q
zVn+rudvXW%f1;knT-+eoRp@Xmcq(?YpzwxpJoI6kGH3w^w&mi86hcaF7<v_V`>~sB
z3xK2zBlLWCdc!#xw@;1B{R}-d!1J$4XseK1#|c#aC{I_k#bjpZf&hj^r8jhW9^Fh{
z+4bhVXvytSKA>bb6k{0?#yy{s8F+6~3)2~>c#_(6>n0GD{sSjlm!n2($^jBjY|48*
znxyG$A4Cfm60xBbyr%`}$m{$?2yVOLUnjLz{H)e{?4SS34JfK&<*{=1p{~12VAzi`
zyM1A#INGi-x2I{mIMObW%<gXrq_vCYJ|`=-E6jafd%wT1k!5~&Lv||VHkn%g+77Ut
z-=CVz2y=U2)@;REP>^8zYEG)NV`|t@J%7ot&0%gs%en&y+gj!ZP-mCJ%<tRgu;yQ$
z7+h;h!}>NntTXJ|TQRP%%VDOTZ4UDr{;tAp4vkDvhZIqFmqXScNpkETNNt?@a19o1
zZ?c^;a88fWNA>%Vb%8xl%ATrak<J5|z(<)`!28TCKCf+8&Lo)M=FmwNuS~*_ivqu(
z0^rE{Q)xI+Mvz*4hK>OjG63v7!7qrlKfTRi$YRb!+3j>HP%et(@eK4H4TR1cBV`r=
z^m0jyDGCS&-1td?lMJ9C0iEMy?0g?ox-#1wnuR4$uDXH@avq69b_@Q=H&h)q@`B+v
z@}e^9NZylfh)jqZ-zvLv%2|PVX=dT`|FO*>N2p;_t>-V#SoEJ@n_w+IphVnI#K06J
zF?|CT4PHBI1PjHU%sG=wEoiby9HIz6aXG9$!Lh-2SaX>@Ue3ySbg;cKL#@flcmW4x
zkUU(7JjsR3NxFp{2v1y5BX}<z3chzTFXUGITBOc8uTJZ9fv{O;n?q}lTAG#~JIlfI
zcaVBV9!9iWHO`F&RdL~<Y9tRExdpbCKOVuutRxx(nN1o(yEZ1L2M?Df1*VNV=g5H3
zWR&3t421p*^u?(NC9XBHZ1}07;B+>Hasp&crDo8TzF=JmA%N(jLC6FW!?uD?h49V!
zh-GGIFVRTTq-ZkX{(E#y>Z&w5;;c%wd9bZj*~&%%{WS!y&C7J=oJP@&re<nEU!ec5
z^Wk1h@&g>Q21o1+yG1P83%T-7ZgVJ|f<_2e{LE4!H0Js*Z*A&^23gAc>^(dTM*{_T
zEd!^1glp2t;=TXlE{OYkwmIayfS@{Oom~#Wzbs?4L4)mV?c&0AT5u;gIq_jpFT0?n
zf&BJcn2$hE!4zdWc?5LhjQEVW0r$cuybi_HZ^F^&V!8|{wpoJxwS~~)8hV$%Ft|Wr
zZO>5V8fN-{h2J0E<}jaIezVJ=>#wC`+9pq5U9e*{Z=wmG!_Ht*9*3tmSM5)iN?|}d
zZ2>uXkEhgvR^y$k(1+z4XCbh@*QoP1LobOhg1X>T;vP5_MDlY}58;JbYzRr?YN`>H
zR1;?ZYnwx^s%dkkaaJ$4%OUfxs2pA$RE`ZXL}>lyFj^?Kw@w{~8C*r?0;c6Y;}&lL
zs2Hhw^AUM!RH-8x0wr-}NN=cT^CM?*C@SHe{AB%o?qjewe}HV;PD1uQj>JuMEek{b
z^3Ctv<}eh}7z_^1wJfE0X*Ztx<M(0O76q@iZ4L=-lC3t>uRs~wu4*OY$^hm?kO_K#
zdl3nyf$)dv0Gd3`S-2SR&unw()RHhqqYyo^oPf;XT#oBsa4?$y_?lG+QD7y-pHNkZ
z@h)EbliM6ptb|8wxQW;R!q~Y%5BNW{KcrK=-BQL!`B(Kehc*!fC?}Deg{F?fNpVj0
zUocMbao1Ydq_eiPJfnoBOk@ItxHB`@9?L$3Z0nNt7rOF-tVG1)?a2e%x)$(kk0sl0
z$Zc~dtaB~NspA&fz)pJktiO`S(KYZw+=QgVVazAH+5#rzvx7AF=sP*TPNyc!uuy;L
z8!Nrdq0gGxtq!wXToc^#eCHqO4$w74enNw(48RzPXsNE!Z4Sv7_G6jbwv&qhF8`rT
zO8+P8Zm8JlDW-L>hI6EL7@-nECh?!`q*9^s9qCBMEaSmP=|QM|LfBP&P7s0)q2)`a
z6Na!h10w5jJ3p6zTSNo3wAL~}s6~cOXpPJafvRG5nM?=LX*K>hJ*s7yD)~d(9EyK9
zl6`!ahL}+8!?OMi-$z224Ymb}!c?bIUknoa(!w@m%mj>B)^BGSzr{0L<hQch99rAk
z&SuCq3u%?YAozg(3s8%3C_`YR1Uln|ECIEvbelus-4+vuU;rc{!p}!3-G2pzSOGC5
z=}ZEAhe+iB*Uf7LKD97|QebI926h{|Y0SvzRPY(JgrP#~k7Gm;yoD@bkOF2TH_ACa
zp?$(ns42m1qaF0&`3tlv=-I+^Q3GQS9MD-QlCLOf{^NT)MxX;uMf%I;NM*--U@6DK
zjc{24EpYu6wmHP;J|4q72TF&8VSdiS@Qh#b=@U3O2Tms4H2&eMjE@UTLWv1Dtuev3
z&Qx*%ZtiWFHbO%_X=>fe6tQOH7<@bEM8^f<$eG#2#a0@%b~(iV8G+RwV<dEd6l~;l
zsF$!2Zt5g(5ReX(VB|y*LcstTM<Axuvi29lHYX_4-6}#0%>F&fcPh=f2H24a5Gdnf
z;eDykA2>UP^tPlaF|yBwQXYYmuEvA&@SV?%2)PR6f(e{e^%=ojlzI>i5heOG*H&-~
zZTt!!aOIVB#F-4pDF(tF@HNcp{<{ccX@P<yAok38hsFUCh2auz*W#LEm>jaZ2+Rcl
zD3x!S!XPU!%S3QlR_Vm`Y;$PzGDtWyniSYwEXc$u@yCq_43Uq-;NAgT1PLYIBoP$6
zDz-V~vd|pn^3ba56YbqY==}FrnEvB`i$UO4;Kl7!7qdtNo7CHsWi8~4f-?^q27^G(
zjbLY=|K~P`j5W73%tQvF=XW^-|6Q8GR4!JeuYr@Sj%^PA<1UBXAGKo_@f}D8mk6G~
z(0IjDhZ1h=Yke#Eq_HG1r2{KI04AL6+=RXZc%Wn_e59{7AShV4HX)6XL+yZr@}=Iz
zPX?Z1{@p1_pa-HA=7*dH;Rakr7bG>&rY2o;Gc!Nm@P>0lat&mc%jE*1*ni&U&;>N|
z3i+=KD1cNPnt2K4pOlf22p_;JLB_#cjD+N+aYq5kPBh38P|;2hkY~SuTW1^pR{PG~
z!*jSUIhB}GY;Wf?EG``7b3jR+VODju5B)EKEX2P(E=wpbM7-K-w*C#3ypdp85s;t!
zK(JEXgOnjja|YnW=qyOBi^Yr;w>b=x>v)<E(h%I_m9Th#=MRZ*l!--9Dss9RhAXB(
z7cQgHA%|fx5L4kKDvz^HWIlrU0I>Oq>cLD%C9g@e0J;+e<T(U`TXP*^$O#2RTyd8}
zp1<L4Sl*}NoKtmjS~*!q#pm3HFZoJz5jGiVsEffHDhE~SoII+=D7cy^&pus(8A20h
zCL@wN84=CYv&$j*2OeZUil!0N!uet5${4vT5Ut-WM?@rj-sQl2gG}Ub#FTzH7Y#wh
zu6B`}9(I|Ot-D&=95Q|<4dhoYh4b+uyaT7qkWBbWHis2~QqznVaitKW=Tp0)s2A>r
z_rZ|-BN=jO0}M!~<d)7^pnVi%k}*HXBVc>Z=_4}0tH*Olom~!@{{Y8i^xRfe;q&^w
zwTam{%od?MtK2`a%^??eku>z3Af;7J{<CL7{4?o524m24eIOXvN^pQKsu8E@@dO$S
z_ys)xRO)m3d<uYCoWPiIGlogE!i7lGfRDbQ^XjH(NGgXT>lFeTu~BQ6L-`;5KmIy;
z*Oh?Jur&}(VCG<S17MIWP^eGf@;M|Hvym%SdYeOT9Y)U}EaI2%a>)LpG~2*5oQNcZ
z8<`DI5X{YBB<k%AhuSqbnL*&BFKg7ejQHmY1lOUGkPr<w!>z1v<y9~%*$#;ge91Bj
zyv$Y>*JZ#we_<W6+P66*S}bmGK0Hibrw~va_MgSJdc*47=1@@PmXMvWn9{ZFge^%Z
z<1#ON67`3ssfdN$@m0kWn-v$c5MUyKZF-uM#s%*o->y2sqG1VP=psP4QMnPv+N&&E
z<nypz7X!HL(^!CQ<G9Q}x{?+=@hjpS=cg+Zo*E=DT?#{}g9Q*V;~fkTTwP~n&NENi
zrZisw6e0mI2|Gr3B8VU+f&+vR4X#-NK=`EgE{E*DMS$rfE`D&u@oL%Tkbx;2OauL~
zn1mrfO%X7|(l(KbsAl1=$VKeCu$9RNsvwguqh)X?0r#;t66#l}B$xBCx0TuE5IupX
z_3Uy;|CNtf$RK!x00C6BGLa7s=mw&Ksh{^?I$;Fgfe%2%aVVQ}R7jXb{~+lBG4*V7
z2z!Lw5NB3U_L8l#EpIc{`Aqv$RtN3}Zd>c1o<Js6)i#HOA48(TATv?A;KFEF&cO2r
ze6`xQIYcvfKK|vCJg!j8?{b(4^{h1sK}GS2kGMF;^<}Gan?qciMN{~j`GeeIyUJb2
z*#E=iV>8GJ1vm!bvl_NJq+()NWRVqjIn4Yu+Z_6Aqh3bQhJHaq-4LgA|8=lQK1UgZ
z>p2;Xv%rTa$l)-QWPG3P5py!h$s!f+7aTELI0_)O2mW8SIpjFLCm+EHsS$ko!dip<
zM~E@<6%8o9goFj#NS(oIGaQNw{eOa!wbfvP@ga~nKje~b@tmO%h5v1vL$1NuFh^hn
zhRLyTEiT0VgYt0VnF#j*0O}pU2#hB|5Y?b1!NLi4FaE?fhYZ38tGR>KKX(w`R6z!e
z5Aq8j_&i8Q@g?>v9}K|ddt}Ezz$h*dkM5UZY6kSSa@!n|e8IQyEIYa*0xaWgO4<K)
z-JtO7GB*;Vk0!xuA!2sJNI^CxKsPKEG=g8CE7G=;(=Ld$rDPQVUV>@<NBb@`Fnl`2
z(Mm(OJjsYaG=l>9*<B9l|At)b3N#$URl}=en?oRl@ynwrZ^eSJ=M(Z|NFUDp;m$+_
zUr}n=7<a7tD!KudTusW11+dIQRtY4RvsJOu+Z>u-1z@VJFoy)nWOq4a{)4g$_#q%|
zuaR10^{aZDLz%PB_Oqf{zp@xH1nGZ+$L3^LixXhHHZQ?+U_Q7Ap6~j^@a%=X9ulH-
z6gklX<HvQWY^b0JO^6EtW!!)@ti9z1I4k}RAqCJ)I4&Hwc?%We6(x$#e~L*o2gD^i
z0q}I&FVJnAYE^A>2(}=A4-c%c%OUH(WkgyZo+Tp5?&#BF4rG*sqaiuspW5b-awN=`
zTB&1jhKL^!=i&Jys#u@D^T{C;i;}5XA#{`ptRW_B@D9(QGbT&4B&6aC^igIA`1vRg
z{!Lb+Y$1(dKrIv|8?xIRVg>@*$mbR?4tfX%BK-#<lM@;1YTf1#%fp>WIIbzd)C`OQ
z7thGp!6!R_{Z73zdJ7~(bO++_@DFl2D#{d4$D%Q;I7eG78bk{w4lkfj`<P4E&Btyi
z$D%znhAZ(aET$GSF{#xLr)dECzalaxqdhR*azs}lCIS*VNkW^I6PX9ZIgJ5)9)(k+
z!{=<oSg2Yjvy{}MxgND1In_NUAht3+?gr@aJ%$HnSk%KS+qVAun|w(F3e!-0a;ep^
z%^@zPf0OZi<!q`1mZfOye+eLv%kAW-Ok9Zkhwq?hl+3983g<yRoEn}gfhW19oCX{r
z73Pl7rS0|qxXmF~;#~CWa|llA*gJQZL+<}qY;!2vk;*V{#w%c4FtP>DzdwQD4I_CU
zb%6F^RIbEz&6l-VuqkxoPi%8Y=u!8e1>1H`X}C<whXyk6(JXx8&9o5lPMT$*CFg<y
z*Z$!9=!g;(fjHev1q-kQUHNSeN%HmYa)|x|8CuQT9HK~CHh7OT$LFqW@>6H|{29p=
zr1vqv)wj(d)JBRESfuSYqA$2T>!1FTZ4NP*Jpou!DD=$$AO^ge=MU_jy7s}2C737U
z1rsII*@s=B=b$yg2hnnUn_U1Zf8rMs!a%|dDuZ*4C@!Y=kj$xY@T<_224(>pfSx8E
z!07b6geUBBNdF(D*yCTV+Z@{3pmK1M!CoD4fQZz=$&AYn-ONQ8_i>lNZ;{aLdMv$H
z%{GT>v))|}`S+*6H6P&tcS)PfPgtFkjsXc=hI~a3+P!m;63Q|_Q8J|piiYdRkU3k$
z(zwyf306T3okO~~C?<tNY63!?GM_rj=?F3wiG=l!f5kS3KsdK`-4iQF$(qzo2nPiF
z{Jjk*XrUt)Cs)Tdhi(jD@}{T*c)bs9t}oDkWloZuzk0Vhl;AiS8`}9ca4-m6V)LKv
z7O3&+-R4lfOK|%*tQAFera@K#|1{=T_cn*5ZPJ?aDex@lJzjuA)9mB<8?ae+>z*5{
zZJR@GV*5#^3weM`0La80{V%5n*~*0+;QXvj2&mpF-{#N;1{1uX0KU#paX_L$|3?*8
zE%Ke!xXmFZ7GX@>G64D?bU&Sh<KLg7D?t#h-fa#IH7E^!FL5Ob88Qty_a9(s6^Mr{
zC?0A7zDY<yJ<9`p#`c8ehLf{y6yRh7@)N;c0?_7YI!74qzie}eWi7#cy4CvE1?<^f
z4)H&^4E|wP#vWam&vb1Tt*DTi!gKld>XD8n3a6qsZ)>kai)IIe388O+TKWu6-E9sj
z+rb%ppQ$r?#+Iv?1YX6zKPSec6gplMUc@HR079byG{S9Re@L%ehH`@UEVzOr(;RW8
zPp&9KCUpt+t{*@x@LQ{Ca)iYKpCK*cqD#79p}qhQIgS25T%2h^3m6VJt1~JBgH_=u
z8+iji{<GU0lE8pl3KMMXt}L<u3mX3YufJrQLxP)*H|}H*n%F5=nU0|T{A;#3lw{#M
zVd~B<pv^d7KOT|)Q^DZns2t1cRI6c|!w^UH?Q)p0onjA+ShEs_naYI7R+gv4g&RQF
zEU<a(Y{wtl=FmW{cb7x=-~9`=ISg|nPHw}moSrh+0b%xkAmA7kO=q~Qti)xKlv?Hl
zwP8>?X-bF^h{i6_#utPSD<`;+3v|MYH$0m^gd0K3F?c)*^m$(AQE6LYbIBZSD?S%A
zT#(25BOkJ&S7q>#mOwe&1If6v^ArRMun}?=>L*j!ngdD^lS3>fT}tbdivM++Lx2jj
zB=PuIM%bqvQC)LD{R0;v8H%7z4k{H(M1UcF6C#!ke}0=oC->^z<&fupsK>YoP!slD
z0pn4-&;-;<nt4ryD*j_RI4`UgA7x>RN|wEWfO;?a6JVuNOkc!RAf^~jG}Bq8P-D0<
z$W>IecR6JJg}}h=xH#OOv_M6JHk|bX{{T?S=0Cg5A<m)V6<bh8T$`4JnDsBNAo;-3
zw1&dci&ehOA=;>am%|Jb3n+YbZ*!P^u*oKrAVV_4<-;zAJpVvywtHot*EN660%Kbn
zz}bXJXUB5Wwuy^}u#YokD3OdpFp=Fjhmha|Cs*wLTHkY3j&MQ)b)#9=kcn~JCJ=Bk
z0bm#Mzbk%3KS_wr13XYt$p?r8ns==70S#PY^+&fkgmEGk{DDAsiEFkEY5&LNQg~=~
zp9z=Rtd?yKsr+zrK-iv-L^r?7A<rNE726!5RkT>oE{Dv2xUk07n7w6y4Vw~>KAVL#
zZN$^Z|I^zX;$a{NxFXnd4}zOln1TK$^ix0uRoxT8bqk=8tK1-6J`uJmwmJNdyBw1L
z@K6`nJ2!=I!u=qZVJ>tPZgWVCfH(Nyin|<UXc0p_j4FsDVTGrzhHVb*s=JYnD=MV8
z?q}v~SOxPxVHOuYPF^-j=**Ly?Ss(e2;|d8H2&l^hj#wB>2G&A<oR14z;v~myGg9B
zZ4PP3+oqR(lG;PfYaqfu!(ubbqt&|2p^+74e3^*G6VR=9WZ0~KBGmY5^=@-$)g2-m
z95s>q_!ZR^&!3Tg{(@}|N#M3!O+OYw_S2keqyP8UY;(x$GKoj*hwkEtHM<<bzbrdJ
zedc?R${r<0NofE~7iX=KZ4Rl8S>^-Q_^fE{T@Ly82i-%58}gHQl+)S~<)=K?sVB0c
z<pVznAW|^WIUB%{R>Lc|%^`IqM2G7`kf|p~$GKe&dHw@3z~VrD!E>$60tjO-4x;h}
z6;{DEhqzn)yBuaLq45oF=SmKrZ&)4M9MWV8%?qL*1Hke_Zov`5^N-{vr&-)%%2|Iz
zLSDCpbEzfWN}x$n3?AAikUDXUt2w}GN)tOD6eC#4CA+AXT7t<YZsclrAKt*2kXvRK
zsWllYh)btH)6)OM)0~TN9WR%$p@LOu5pZeO1AAT0rfC8nLij(n&7sq6_3m=${s*C3
zjk6)C9FH;LU<Ar4+~&~wAAS6GmqXTnvsx93;gpEGZBdTlqdNbp+~yEFgf#^|JLKv&
zpEeD<96J8LV4FjxcI)5e5dLHR!vZX7KFTJXg#|STwQ9FH6z}WZ<uI&&1x`XmoNb#y
z5mxy&hfeU>@&C;(hphjyZx@1(Btgl+fpjUczkR+{wap>uVogmc%Tx!IO3f~Z?!V3|
zFETO}I>9BVI<xP3uvNItA(2lbf~+4N#1MdFnZO>;f4S!#^AeU`GzI*MC<iW9<u->b
zKOv}C4e!Hi1Ugj*W@gC``u{7oIsA{i9J2qzU$M=heWlQTw?X8T9c-JLnEnqgCmrTt
zBRYZD$ab#zkOqOIoC#Fs$Nuy-hpzjgv*gnSb$2<0|FiBRSAMR(Z4SX#$R>n~Nm%QD
ztAIf3*?;%1*yfPdoh@e_ukJ2~^gsWKZ4Q09q~2W)Ga>ZIx~q4aL&&yi=eN5YGXHOh
z&5}bYC?2<ZwmEczgL-#4^xxn73${6g?Z6~ybhDDk9wG_P=U_^r?7!@6oL@S<<fDW<
zJXrI0Rc&)9`CxM1h8F10Z>W9P<<RwSfCDC|*;oWer3|HC$xI#GZk23v7}}3MW6gs}
zG`m=HV-d=I<)2u_C;D6m%d(hoL*FwS2THkgHVA0TgcJYRHivfEeXPNWE4%AHL1|--
z{Npo>K7{Ey;M@j(p%u4Ew>jh<_3v`X_<>mH!Rp=S(0vqqOy@Vd9P<1lTpWhZ0X{sq
znzlLQ%JuJZ$of|&4_tVNZ_=4`p%nU{z3Kypmdic?`)9W~bV{<`T@Jy2J(BjzYTf1#
z)#v_FY}Vf8Ftb;aCg~C7ZVl*@fNU?A-%PMuq`-aq`WG~5-z`=UiRWLZ3KF^3D{L{C
zs&#Vr0jUDtdv^B$MFmCK*DIXCr<t1j^&DPuWIDpLzy;w)_T1cui3lI^qwa@D#Y(bz
zuUyQh+3gP7_wCxPprHN0^q4Ash3j?Bzvxm>kjZ}3v+k~n@xt8s9Xd2=-#b0x$f_X)
z$*7tbI;<)^s-S(hVI@`RuIaMM@-&|g96K`2K8<}!k4l$S@qWOurB&ghZk3~kdltXK
zF%jN$?p!&h02Yu{Vx~#^{^`+`$BrsXkM`4?%2m|ps!{2Z;Z4Rg++|?nfo%pBHt0N{
zVAoy;G#)f(z>6F9*sa(8yR~V%-?RPNJiXS_%}+aE%U!lyqh!>SQy)2U%5|siyI0?%
z3mR;5{zk(!Ztg<M?Htc<Gufd7_s>e-X~c+1Wgl43fo>dSbuz^^nC(0DRVw{LQ}%a!
zGML=^&XuFeQ3s#o4BWm;<%p{Eh^o;A9Xz{hr-BY)V`P^&iJ#0ez_ok~gJPaZd-yMR
z<4s`{Q1p~;1#y1XXmCJP$?%bU5cY!XQ8Ic+LHl%JNkvJ-UGF2srB(`w(nxV(F$E=g
zES<n0b@tSZyCG)Ysefb3%&IY_{+3nHa$6>JB0l`Dw#@u_V;TYZ@%?XG)<jX(mh|6p
z8-}*8F=jrdez!4yzb#XlvZ8VlBU7M-DWbm|{!b@1S`uYeK2=s&x}q_SnrvXR5i0*B
z!hf}Q8x0|p*GJz`m1P6c`fMJwYQmI{2)0b#Lbal!HVV3>Y9i<UEBI9&@7Sxg&X%gb
zYe!YqKNvc>A+>Wa*+NHF&#O9vTn=#mNe{vO>d`|!cC&Dm3A(8lo`a|4FA(&Q^YXfS
z2>z3m{}1RPQ<Hpx*Zp2S1gmCG$^rdv5WZf3*YrW@84<qcaPmtmSu0+bdqXgOUJJj0
zk3Wqb8FN80pV?}s0`krOhL1mu9?bvNxZm&7VBT$ODX`vLoXERsy}5MN;BPX|PU<Ld
zWpe4C$KT*KD>w*jDW6yCVFkfOIbhJx@~YlL*y)+qJ<>yu96~Jmx+f`g)W}LHMnTo6
zV`Ug!Du-2$8Zfe?EUmlb)A4})N=6^;2f3KO?6Hj+Hp_5$y)>mx9x6Lx%eA|-U8_OE
zyBajCmm>t9%!T8BK-%D;`H|NkEsQ!(2J&M^!g`@2Svz&*Vr%79_a8Ku_;0F9<zl>j
zUUjKl=&e%K{qH1|%;S$iQA>5Hd@^3Hx>UVU6?`CTp7uSvbm?3&I$d6XE2OfKP-l<u
z;2wE9<<wl9!cDSlA%81aR}Jl|?V|PQxt2S&@0vbtXj!`ZsFJbuy6*2%?98=3Jbu~}
zYY+PM(I#a-FI#qGqx3f&f9<$I>ki*6+u^Wv)|uaV^L5raBeU$`Qyy=*v`_i_Grr42
zdhGMnvSpF0mmS{Zv;$sPy6p28mW?c&IR4oA%a%1S=)KN5k4;S7STHQpU~sb?POab1
z^EfuR;CJC)@aVi!vk4?s3viYv5M3@?<#2~OrpktK9a9B&%wP4tnkrvntdyl%1?2eu
zZmJL*IiJr~bt{+bLj>iOnln`nG3!zpgJ*d`T9fRfMR@l91u=ehviut%Fz1xnzk6ps
z{@-|e$3bKNw%`1D^B11~?%O9;e$(NF8^=ysICj#$x4m6;WxV@7y{;d>>CXG~*m~pZ
zGo5?Q-RPygx9iz+&Cb`oc<ua0wt8g#4?oPv@OR<Z=l8niq3_>1I`jIZ=MVb#8Z&R-
zdZT8|&MIwKu=DQQJ^$w8f1C5lGlLs1+qz)y1|!$lYv$H_pLIcGRMov}f4StFe}0ge
za%0IY8{GNS*YUy2<}B-TW};2eq%|6R*!aFRPy4WKzl{!Gr@;;TpLN#04KfY(X!Nh^
z=dK&sXhFfgGdFLvZs%RQJ#pQmceUQ2(bC7`lZG8L<@wfqpK94)_tQ@~<^H}6E*~<Z
z`tNP7d$H+&y(aIlPosV}T=!YeGrwzF(y&v5FVF4L;(=RkxnrYmqI>VU*^lk_xNh0w
z4I7Tn3}0uh>ZP+DJ#qYQB~RV->W`PtIpy=_9hY`I=axBLiw<j^xvb5uTRr~au2+9B
z@x0`SjRy}OvgN4mU+mN9tv&Yced>?vZg#@A&HJ3u>fi@E^?qg9{%57em#tgWVDHFU
zYhV7>-p@9g+M~4k%9ko9x7?`FOQ-Mk^d7CAeQnLsAuTs+G5xilrk^yhSJgis-tFR7
z7JYQa+Jk?6?2^a6s%Y1@Y4NrFJKys0fg3$h-1WZx%_e6K+3xgh`u_0uTfX>yqgba7
zTetk6^Mbwa`KDc~XRBK;du`D5vGZbAjgFsr_8CK-XnpXmJ3fEa$L(M3e)}2y?ijM<
zuJ-p1?|k{~t)9GVx3@0X<gUlYulM1X?~m!T_4Ez)>h#!66&rQg>yu~SA2NM@hnMz=
ztUEh?W&GFME}wJWv3>4&bMtM6cA9w3-oLcjYi{OWect|Qt^41&cAF)qHvFLB>-QeJ
z{?D`Snzdum%O_U9Q`mXt=9f1ZP_Wh}AGByZ?bMNbpA?@LZIt=-wn(Ff1x>3@J)&UQ
z;ID6<@Km?`;=3NYcat9*Tz}pEzsx^wcJuolD_HmGc}sg`?z^PXcFphW*?hO{XT}$8
z*W`)QUV7@2BZid>ZCsf?w{^FF_t_(}-Nzj}98*y=;Hp;7Z?n_G6Rz0mhntu7+3niB
zH{AY%7LA6zAKUVT%^E%PNym4VO+D@E*-ei)yzGp-7QC@=W{Vl)Pk6QC!OPA`e0KOh
zT5Ng7ftmAq6>c*%Gxm&&PMQ2#;p{E<oYQjDQzMTUb4rJ9o1IWv9XaKZTRVN)@rLh@
ztX_8RPUnsLu;uG(?X$+&Gc!F4ckJ=&^b2}Ndmoi~^TiXJExByoqhr=y`rVTsEgtjB
z@s-P7?b~UiSMUC*a=&l)s%o~R-Gj~EJ#9pn=?%84YV_b{@1FBWrzal$IW>RF=`TL|
zaB=0i$FBA5_$A%DPwn*89Up#H`D@2X>&!g(;AQtdFn(O??ZymV<B$txmLL7>_eDny
z`P-=%ZrtIH(<V&LT;I0IsLoHH-RsLuZ@l`~c#8&)6jfgJY2)tmJ4T=0wn6;kh6TGW
z+u@ugYs_4G`wj<xzVxEAetzup)7HH9xGVm?<z?SKv+e2M&s<~sBTnCALi0xkcOAd!
zw>`GHWz7~xG=BD!#K;CyX0G?+W5+aIv)_fsMtiKeRYCKQ#-H|n<2GyVG;?U*^`0NU
z@3m{+JAVJn$VMF+{CY&=8K)ebZZf0MH%F{HxuEf>-M8F0`uKT`xBu|WU9UfP$o5Ol
z+^Y1Pq8$!9v*RXbcirKv9$Vktd~TPsFN}V)Y5y}0={jZmt9xu1J*7kU))!8nb7c8e
z6S_sNeWUL$ZPtCY^~J59Zk#@C)IP(zO}M_aU)x)DeYN4hwzq9^?B=hX`&rjL_uk;T
z*_nQe`<*l7l$*MbzIMV(Uk};u-gVz<`1yHFJ3V#X@z;-jY1Svbz8(8*qUe<iURv-;
z@wXeU-?Yo@#w8zpaKe30-e1z@^1nU1fA76+T7SSfLuXf&ZClp5@SDr8`CGSLTOPRi
z?dRS1_z9(5rp|q1*s#d7t;elBuK5?Ywq3MI(=!&#?D=8*{lmU{e8PhM$NY4EX2Jd4
z-r4V+1|v3^e&$mP9{B3+F?-HfbFT*1obtl#mb0#zb^QB{z8di3;;L_}POW;n>f@^S
zs$Q!4N7byV@2WnpI;|>JwaZ$YpIX%E%J=tfy#279Hr?p9#`7AVRNeORCKp}Orsu0W
zJh;gdXKnRl{}0E0IQ+vlU#++2o)0&Ec=Lyw?Rm+`Tb$JP*R_|7`?gu;+m2iISU<Xc
z>-8U5|E%>JZF$s|BcdIS{PFQQbJ{#MWX>ngT|RTnDO1n?YV!qKE;zn*bmAHlHyg0g
zfZYca4~V@|@JjcJHSQ_8XXATXj&3qKGP>F5mfvi%-uQh^omJiHl=M#f7C&>qr8n<-
z&gAj~TOHWw^)|1c`1%R2Z~OW|n@rlVQ*?*5FS@(O%{{00$V@DcA9V4s&Np3n{KVVm
zOrJYoSW&WPa+hf%r*)V%de{YTeEeq5MYk>bV$s`gJo9GdT^EeLws^;)$wk{2Hz{g&
z%=)8u9sTv_t&dq}^v5G7E!^g#UuMsGCOv1fXD@l?wK<6=?|XK)Cx_2&@z|kr-hKSn
zzc+efhbI<1Iq}&6kBz?a$n!5dZ_pW+J$~gg<Ic()U%lb1ot{|u>}5|Mf5n}bRbF)X
zDf3V5c>1z7%XV8@+^}iGF5^dze`1Z#*Qi{3?x{;o9r)N2r?xnCarGM$&aK{lLazxA
zPWX7jPu06kXf~nGx*az;Y~zbIJ*L^*O^0qewr#IXU)ywpjrZL3tya6YZ{4P1r%PME
zUXa{=|BdEtx?!{S8$Y_s()~L3f4ocSotduZJUMyC%l>&u`Pt>CeRRvFH(We^;N*cf
zzS?Z)RrlUhRsHQTpPszc#phnp`|{oo^uA`-UI!j}>CWR0Id1Q!yWHGri`@pb{bAsw
zPVe>DtLGz~PVPLu%VP&_H{iN`K3LFt>VEHC*(CMuyWbAzw_l|H)Lvgr*rey&gWC@H
z^oo~{OmCGwd(;D8H`}b+W}`2u%3N~bC2JpW&}&D$*5tJ#k19{>ao@v79eUK!pKblw
zF`q4bZT?Yb4*l`yZC)93+uWNzz2zTwj_tGF?di#vOnL35@45^=bdOFy|NZ-&T8zEA
z@zp0>ebAvj-#y~po!{-b=f)2=czD1G3zl?VvUJH#-#xWK^#*IKzw-u%H9vdnb+$UN
z`SV-$Y(Am+)rloTCJ))>$P+WOe!TLmX>*%Syz-_Y1J--x5PWLKSn8hWJ(1BHf7ADy
zb-o$9UgDgA=UjQ|-}Y_(Oy_5AKJb?VH@$uL+s7Wg!M|I){%&&pWII~7cMeYvTQKa-
zH?LbX`SYf4p7+){Z+CxtdQpQ$yPVObY5NwfT9mc8bB_<M+UDw~ufFN(ORjq5s>Kgp
zc<8kIUwvrT2e!^UwE6vyjGQ=X->QF)I`X(5j=gjAvX4tX>-SOQiwEY8K4amU?YC`z
z+o0Q1@4fx*LvM|H>8WQIp83MXcV1CBZSj{CbDw)V`NNN2{kYGPci(t?Myn(Co!Ig9
z`A<ChUM4YfyKAFIL|)wa%fG$fVODkj&SP7aZ&_9J$?&@l8`<y6-e(@xqu-oiw;cA#
zbuUgY$*fZ{t7P=RW=Cyx>~`-&f9d+;^u}kLdBvIE^|)Zp>^2X!S$50qFa7hAGe7y_
zjx`2PAKv23i_V*S{#F;fcK)85?9uYbW`kN>@MPurmHQoWTFW;dKCAy(<2Kpp@83>*
zdg3EHJ+xD5c-gy~KYYjW4?X++RiDS&e%$uR{*hZResxOxgL}`t_pBD(_SpaPuE(wO
zMP^a2E%tk%*EMgYr{11C?edK;`l@h1<eoO){CmU&@6NmX$9s-T@At*jH(t5$xr<v|
z_G{Ih&%f8~=fa<F`FY!a-SW{k&;9g|<`<9a*e7ylQDx$qzh^R!zP$A1U;o{xbJGqx
z_icYm(V2T}dD6)HU%d9NX=mQo=EfmkU-<5IA3xFgjL{or_PqOFJ^D;N>Z`Lh$&~gi
zojc~%;Y0u3Z|V(=E|_xZgiAKKr1@p3Z5Qlu>F7moe|7DG(>6POvxR-Wyk^cGQ&0T+
z317e2_M8FFU9!m~vu-}-=860F8T7!QclW$u>`hayxOw+GPq?G?gB3Gge_+}}``<8S
z%A`9VxwheJ7ryc3_mdaDxpeeR3lDzbnQJ<}Hs__wk8gNLj~QQnas9GcA7u7TUiRP>
z@hhJ{eDg<7T-4;JUL#^J&v<z3BdsQ<XS{a%vG3pZ-D^{h-hJMbLk8V{*ek8yIq>Au
ze(lz2kEwg!e$vA`+*tNi#k0>n@cfI<&z-W{q3uVEeeZ;qKY#VtPo_Qh`MBesUHs02
zM^{Z>FzLOAr)~TBq}zW;ES}z>Z|22!Zhw8;zpi`hiCr#uwPoUmp_y;*`~K+f4sZTq
ziy<xJTP`|r*peTgZ+81m8=k)CjCD?b_w;M_{O+XPm+tz>n~T1gvv9o~dhW1G`{T|l
z?LPYOyJzgW?SkgFpV;cx+m1Qpq+e!Nf7*5N(U;9@-@5I@#q*zh^q{MszM|r)c9S-~
z>eed{m^6Ic(MzW-yZVKPZv7#$c+kgpcf9N5qVM~Cw%}iVPS0F(!oocl-n{vTo4?+1
zVdjIS{l7WjyQAk_zu?0+`oH?})6?Hs{LcKNGeef%|InhT9q#%2jI$5l?a+ybJ@ox6
zA20mmgjbiG(0lJgX3n18VCze7xp1Qfd(CSw^OLn3JkYYi^)KA{#;`7Ho?N;^-$td!
zcWpTKf~QZde08th$=A0zWA>giFMD~PX2Z^U`P(r|iZiEon!Wi=TYr4irQKdXu>Tf6
zH5}aW=h*p!uDa)t#Sd&T=F+kAe(bl#m`>MkbVFg!>K&inZg#8Z+dkH6?oPAX@3!L(
zJMOamPOaNtSMWg3{rmOnxz9m|?lbtcy`Ss-Zm%bLy>iGihrE5rQ(fov=ric>xA%Un
z?_)h4zkGi6a~BVJaK!hsPJHXb2hw*QaOJUgJeS$-?W%`Hj_cDX);+OP&m#}pV)H?}
zr|#Y3!|`7~IcDP-2c3BTNwbpA{M@s0<8QWD|NV8#Z@%!f9*=#r(fNJfE8O_DL+<ZZ
zJ@%jDHcjk4{OEqY4_Gw!{+EAzy!w|XulnaZAFcUzuj%t{y7%Ts-e`E-(>GSWd2D>a
ztPvMYzGK|(KYaN8Ss%Aqxb?yZK00GjpG<Mzzx5sWWyJ?QUiz@)^&P&R^?IxAZhYv1
z11~;wx0W5g|M<rb*ZrmE7XzY~Ja}`9+tzqt$AOD)Z9C<TJ03bX^JvLOiyj)?aqCap
zjXdn)2g_gl=-A@#d+q<tSC`Iy{rubaoVR4k57YO&|E1SXo_fPC6(=mbwB6@}|2g=T
zcL!C@n_qlfYVmv1Ce8f$zzsJ&A@h$D7H<3A$yJlv-!vbtT39^h(_>~gyLr2>N}m1l
z?VBHdVe4zQIB&-pBU`?9;@odW9Xo8%0SkZp$5~g+8@$uI?|riWS&tnsE&fgU_g}yL
z_v1fZyu-paE!(s#+v{J?9e&V{-_H8--?z5<diu*P?|$Zj17FD;b?2SSj$V4nOZQy9
z{p1bKZ}Gz>^SfTwr*W$*GA}<<SQwieeZFwdvXf_jefD=7e7fdO>%G0n&s#s$WZ~BH
z`h1a?)at$VCtma8&1-jCyU~OZ>m9z?t(!mB?3_)fUvl9^JN9^F;%664nK<{78=ro2
z&NI6d?tJ1~@oUE%bZgh*{U%)h**_~LPno>k<eo1dGH=N(d*1fS4R22#bn7*h7Y_TR
zvV8dDVUL%c9X%;?^!IaqIdz}w(lai({k{h`xcRxWKi}n{!QX$^bi(<!?!Vph?b>yl
z(rd)yUzBe+<EgtBj=Qtp;=`_K{>XV(_F2;6t-I%S+^wM9g}v5o{B_ggHaMoqeH-3$
z-CNazyM5Ai=dSB^zo+uX3p&l3Jp1Gee%|=eOV8YI`&Q?Sc;&q>uGr+7gRgphTG{Sb
zpM2R7r=NIJ=DiU=PoBBw+&6#z;lRcJp0m~5UoU-O+TlN)GN9A9kNrAfgMEHz`f%}#
z!=4>*{ehp2iC;gg&rfHS-SO1VyHxb~rNgWP+n#jrolk$Y{*Aj&t*9K{w!^{`n(uY>
z4p$EvTJ^w2<EFmfzsrCh{`Jx>*9;zc$2)`4Q-&TseZ)62Hhy{1ix-_7yJ7V4^Ck^`
z^WAZo%Eb>&9G6=5-qK0G{_sP`H|AfttZ;F^{pY{8bn^IfA8T>J#7R#!9p2*nu~&S#
z>vum*x~NP0ox5Lo*n3-zTl(1(YmM3OicQDf5WlhG@I<qsabJIa#t%o0zP06B9hY7;
z@1Pz_PF(uTmHSL-b!FwJ^RGPl*~wqtvHP9>TDoZIp35rQ?C@>tZ@c&2>A3dKubpW>
z;qYr8>NThJ?yr3F(gl&LD$Xr^xwKp4_`A!e9z5~#p1*!{+OVdJo?WzI@u=eG9@uEg
zfnN;Sw%?>9XN)~@$%!q0d}i%k*M6kQfsGGpa?+-I?Rx!g(VZXc(!0mxL*MCh;sMtW
z?0>-BgLeMgQ3ou!@Z8D0&zOA9qI(ZHea8L2#3uZ*-|Q<N+4=Q0KedVNoH_oMCvRzT
zd(+#}x9xI!pCOwL`E2OPFYY{V+RKN%T71X9|M~NPJ3GyPra|S%Sr?XejXpSZo3ic8
zU#`4j=uJl@%MPpfpuwYiOc^}u;Aakgbn2~leK&2vUE_uw{?Yr3dK|aSal3!EXyNuB
zfBpP-*AG7Xp?@^G=czM~yl>Eq=~Fj6?S;D*pY>eH$xolW%is||XSP`9$8~x&YS-_<
z)0(c`sQQ-b(#~f*@!74PelTU@Q5U^2XHdU+*Y7*M^;2V>JnE@+pDg=u;U=eVvd6@&
zC+;$Bvtcjv=(+!SJ=S|`>e!o)eDL4x7OsDD@0;I!{-7!2X55`xyuo{0T-5BED<@5F
z|LBm+tnm+?`tfPgn>0FmcGHtOoZ9x%c3<tb=a_Ggd-Lf?X2OE;n|0s+osJJ2eCvt3
z-+$Yp-iL2+(}C05J@ClX4}LBF$2T9G_uUqI9ooP0tz#dU{*Q-R-F@HBSG@n-x6|f*
zKCQ*@t9u=K<U{Go!)F|QV&z9mrycg#8NZ(NbE89A?z{f@4}N&zy>n-bTlcWD`V9NW
z<ZEU>f76UcEpPj{?cwWR8qeH+$E7cSyll|<=YPNd%*?H8jx2BA;NA}Bjc(E4rz0C)
zSUoqf|CZx+kFN3lZEN>^eDekeEn4Hu``(-XL!&h&M!W94&M$kfGh~f@w>-St<CovP
zR{Yd$3)g*pqjvwt-FpW{S*8EmU;#u_1oev|OB4(4swC5rh>Cy+h#h-RnFvY~VlR)N
zh`k~9?y9V~mbI=G?1i=WE~wZm_QHEzXJ#NnATmSp$NQrsQ=aFPyL|3;&Uv<8>CnEj
z&h0ViAK!I){MfNQkJz=%jjJY4uG^;TwUb|%^ZZMt+kXGp`8E4bA2hT3F>QWpeZyJL
zOyA<+?`L28O}F~mXtTfXx8e9n=M3ty-i;lHoHA|hYQIkEuy=<$&)D~jU$*Oc{jS%K
zo_XrbAscUWQ@cYpJ@v$02fVu8Pq$CJefAsAjk)O1?Z$mI`@D}no3q3FAACG~&Pubc
zopax#UvF~48WkIUvTP5s8OyBNcIVw+c%pj!SzC5`xYJAL9dzBS>+Vc<y!dZ#^sDTC
z&t`L0Z&Q9}w9)SWSbd|fcfI<?d#4Vcw&KAhYt6o7<ld9+eB`jX1bPF1_-t<H4jnpt
z+M(?kmz>e-(mO8NKYmF0L+KZ4-Z&^ZVvD+X&3y;nJ!`8uPkyl82RD6M{rR?s4jI?$
zhhaZm_QM9hb@}D-5jW56`rU?Yx-5VFE_<K&;KX4kUw`spCwK1g_PW!qS>x`#AK&%S
z<4=oT+y2QRYY*A|ox{ic*6+rFZ(e@+(Vu>~X6oX}dsV)1^lw`|yVbiB|9GPPY3(;z
z<?2=5+jP^7SK2gQxxpUmjNRq_UG9AP!OiZv>;6AyR6alT&=($j>ho>)9P;KXJznee
zPM0tC{H)U_cilgE%-0|OG4O#yj{9!eOS^aPa_=u^Y~F9pE!g%oqx@f$>56OTUhrx3
z&P)GYwtM+;pY40=?{ELH+flcT82-zBFP$BKX2of59`b3Q(W5Tw{?Nx)E;r|ZwT4YU
z_Pn+;@BebSNqv|7q)pBHy=Qjrx$cjpJ;rn#-tUTQTW!16Hosgv_4KK)m7aC?fP-d?
znAv`2{L9DZR{!_bbzZMqyY-w&hdh4!`#rv0<&zITY5&O@D?E5o@2!`wUSW&qk}WSd
ze!`41KiKlx6>54<-t?uFx;*x7&7sw6o_OeIn|)fk*ZAMh*<`J4uK4%btuLE<*}wN)
z=k2xMKH{jmzJL1L9ln|JP49NkuTa0jSDj*OJibDo)izpVrH(^8?z8&WQ>LDC#+2CP
zkEi^(@wfwiykp;c?>~FOvl|Q_u<7~}UcB+U4W|r#<%WZQdgYcwE_-F;m!dbPb-Q8q
zwTE1@;kD0Q^U$!;>eolTJnYyP{`u4$k9~3PQIiJT{n2sLj{p3I)GZ?p`eKbQ_E`JV
z%PKBgf4@8S{qpSzZy#~w`A6;l!&=|&|NZK3jQH}xTR-||bU;bJomV++<(pT$c;(4g
zojmD)Gxj{|Kc{T^?q*%5b-laCgFRNATzl!h{~5X2fPeh3)tfVSxP9)MQHSeietF+P
z?;rKzL(gqCXVewx<G*e_XTrA+&+Wg=q|s|kIzQHJ<R+_Zw!_W$j2k=fx?ewi?x0Oy
zUGLRTQ|~{!^5uQTt@Gu1U#EYlyZ(Zwrd@c;*AG^`H{-Bz*G#*)_g80qwZ*Z|eRJZy
zlkWTV*tT=KpT5d%E5CQl$3GtX*?^~q+;!WK**ABdHu=t>`^RVA9&PdUkN<n)*xFy_
z)_?Hfh2ISLVf56mk9+2$X;=5z?fB>Vto8nZTV8PZGJ|I9JGt_klm2_%7Nr-~cROSH
zAH62*`N)W!R*#)=&A^KvzWlw3*Z1#z^^RBdskx~vx#u#em49nLr~MK4ZE^f5XZ8E(
z#GST#dEFge=$<aE?ULRu-KqMssvYXit-82&i@xpG8!|b1=(cy#x4b{-qq!f%KD^+g
z4`y9A>EaW1`!hX$w{=R+m~_BZzgM@Pb#$j^&%1h;`~G?M)BBD;^r!omd1iz3fK{%$
z{OR5Pe%y`!`0T~C_P=Dn-Y0H0;@<s_-tE^bJN$6Qk6j;%?N;_o{K{KjzVq*Q{W;?E
zVMjbWen#1gpFVi{8HZf)R_|2~dG6@Z6IOZUr<<>QG`e7mKZlOr;QY@HtRJ+~C!5^3
z^^u1^I^z71^)(%i`Qom7zFqF6N56k+-?t7Q6<zt+3P1hp=%cr9bHvBvH=cRL9bY{6
z+x_D<{rKiN_kDFs<*mm)f895~uQRLavvYf||DWrA8Q5paF>Bwq^E!uK)A5Qw`rdHN
zbD!+`+ROiW^}3gLyz;Qh*Iw;;=+*Df+GX;4ANBrU^xY<H_nC7`<$isl6JP(^i!Z!8
z__Ov8zH)5WaZh|Z>X!$e`t8M4rath>DjWWK<gb^v`LV<P$NzrxDHS*U{PHh*z5V^N
zJr3(N>dciNxa@EH9C_zv<L`fb$64>bfBp2AzneSh;@jSsG<u)+c6;!>^8fo|##h&V
zvElDG?D74-SFF79frkb~zx;mZ$g*)y&F%WtK0if2&F#KfpEWLc?xrJe>9ohCul4M+
zX0-p_KV9>`=-5+Ei+%ZJ>yB+|E;@egeGZtnZtGSLwmad@hky8C%F{pmaOX><uXkDg
z{kjitnRnc<r|+0|@ebd;`26&V1Kyk+?K`jaR>wZpVUgvpP_xR_Myz;5EOlGz8f=p#
z*j#mZehD^P8}8L_c>TDYE_|Y6>y?_RhF#upB~KycoM=(Y{PODOOI*(>s+<!wUp=R&
za!%BI^_-&0IZ^Y~bBZeGM9o*vDXN?kHD5iasB%u!eD$27$~jT<)pLp}=S0m{&nc>$
z6E$Bwr>JsH)O_`vqRKf@^VM^TD(6JaSI;S`oD(%)J*TL0PSkw$oTAD(QS;SviYn(s
z%~#JUs+<!wUp=R&a!%BI^_-&0IZ^Y~bBZeGM9o*vDXN?kHD5iasB%u!eD$27$~jT<
z)pLp}=S0m{&nc>$6E$Bwr>JsH)O_`vqRKf@^VM^TD(6JaSI;S`oD(%)J*TL0PSkw$
zoTAD(QS;SviYn(s%~#JUs+<!wUp=R&a!%BI^_-&0IZ^Y~bBZeGM9o*vDXN?kHD5ia
zsB%u!eD$27$~jT<)pLp}=S0m{&nc>$6E$Bwr>JsH)O_`vqRKf@^VM^TD(6JaSI;S`
zoD(%)J*TL0PSkw$oTAD(QS;SviYn(s%~#JUs+<!QU(a!4OT&6jQRSSi3)qcVvGA6<
ziWb;XSKeTkR>M716`B2V`Fp4uZa5v?e4D8LpV&hcxTSn7v>B};v&%4#kb#j4$<m_t
z4KB19t$*0s`v3O6!611H5r=2bHSbojsOi08Mb#DyDJ@1#?-eVmwpd7M@h|p@6;)d-
zq_h|{y;rQL+F~K4#i;4MVnx*!3n?u|P45*es<v22X)$VguUJvF#X?GpQPX?HimELZ
zQd*3f-YZsAZLyHjV$}3rv7%~=g_IVfruT{!Ra-2iv=}wLSFEVoVj-o)sOi08Mb#Dy
zDJ@1#?-eVmwpd7MF=~3RSW&gbLQ0EK(|g5=sx1~$T8x_BD^^r(v5?YY)bw7lqH2qU
zloq3=_lgx&TP&os7&X0Dtf<;zA*IEr>Ahk_)fNjWEk;f66)UQ?SV(CxYI?6&QMJWF
zN{dm`d&P>XEf!K*jGEpnR#a`VkkVq*^j@)|YKw)G7Ne&3iWOB`ETps;HN97?sM=y7
zrNyY}y<$bx77HmYMosS(E2_3wNNF)@daqbfwZ%e8i&4{i#fqve7E)S_n%*l`RBf@4
z(qh!~Ua_KTi-nXHqo((Y6;)d-q_h|{y;rQL+F~K4#i;4MVnx*!3n?u|P45*es<v22
zX)$VguUJvF#X?GpQPX?HimELZQd*3f-YZsAZLyHjV$}3rv7%~=g_IVl12(l+tf<;z
zA*IEr>Ahk_)fNjWEk;f66)UQ?SV(CxYI?6&QMJWFN{dm`d&P>XEf!K*jGEpnR#a`V
zkkVq*^j@)|YKw)G79-9dUvQFPs1dbv$s@1g5j8p<uf<Cqc@>YS(eZdKUh>F09WQEh
zJYI{JJn||YQKRGWTD;_uSMi7%9go-IC6By{N7U$eycREc<W)SPM#tl|c*!HL;t@4E
z9<Rkq9(fgysL}CwEnf1-t9V3>j>l{9l1E;}BWiR!UW=DJ@+uxtqvP>fyyTHr@rW87
zkJsWQkGzUU)aZD;7B6|^RXn0b$K$nl$s@1g5j8p<uf<Cqc@>YS(eZdKUh>GRctnkk
z$7}JDM_$DvYIHnai<dm|Djrdz<MCR&<dIkLh#DP_*Wx9QyoyKE=y<#qFL~rwJQ^L3
z*Wx9QyoyKE=y<#qFL~ruJfcR&<F$CnBd_8SH98)z#Y-M}6_2RV@pvs>^2n=rM2(Ke
zYw?mtUd1D7bUa>*mpt++9#Ny?@mjp(kyr7E8Xb?<;w6u~ibvGwc)S)bdE`|*qDIH#
zwRp)Rui_CkIv%gZOCEU@kEqe{cr9M?$g6lnjgH4_@sdYg#UpBTJYI{JJn||YQKRGW
zTD;_uSMi7%9go-IC6By{N7U$eycREc<W)SPM#tl|c*!HL;t@4E9<Rkq9(fgysL}Cw
zEnf1-t9Wo2{X)m%wRp)Rui_CkIv%gZOCEU@kEqe{cr9M?$g6lnjgH4_@sdYg#UpBT
zJYI{JJn||YQKRGWTD;_uSMi7{a*y)zIbHb=*W5Zi&Sxi9<W8^4J{z?%w;gK!<1{OC
zPxs^bt!44b+!MZ*<VmSK9eBZ`QWyPn&AzsoeMH!T$EI#KeAFR6uBh)$+ijM4YHAhF
zy|1dQPV%tt@<d%(UAiJ!%cI~cs%m)taFVS)`Hw=X2oETW*eK-8x8bR-_LF(ISo>ZB
zj;tTZlUaET5+7!tdbQv&X7S2JJ}|Q)cN*V5CFL2Sm1K!mk|kP6mQ*EKB9%nh#!Ip-
z^1$B=d3lkcDlf8Iz{*OqTbOu!aCmYeUuB;1#EWcyWo5bB%W}8##62IgSW?EJhuIgI
z2{E;bX#QuJLkl?>G53Hqo?x53K9*}LmK#7U*Fr4&h_A9(ZY1&CUGdyq@$3M20B-L7
z@Em5x6!8?)Y%k%Ny?z#+XB%GRF3&znn6Gl(WgpPXC%K7dA4bcgN^|qgKIJuk$5(Fm
z;6C)qzo-Q9D}i17X!!WiirjX*1!^&H?C8UMQ14KlwLG?J)VMKKW7DH*d?s9fKFT~K
zE<7x2Avtq^+5KoecshC+&t~3puf0o3Qk6UcHOf2<m1q3Ue;(?n!$yqAA50LQOcUHx
zp3K~XTy9zs%e>~{;`2XGl$CB8&wk!;N<s88tt@!>YP8_xf>(KWNzGhIbdLp(Z4D3o
zT~Ij<3YxnNats{3>u4ymwd#|RjD>Gd@J3fhS@mo1DDGHEhNUQF!>4ldi0y1cy|zh~
zBr>AGHH&*%cTlX{h!*>_?!2di2OZ2%=r10sy~szdhKXixZ_MdMGdfy`(~ZS0_t@$T
z8YfCK>XLg>bt0?yJas$!q-xj?Wqnk$Xq?ExfDhPQ)N`w&#9|*@y;w9(WD%voL#!L4
zak{QNRa#mRtBA)dDpF;&)wOk{Wyxesd4-5v#Zy4TGpwWBli4eCYO+A#ax-7V1G{;2
zeRh%=qm(Gik!1lHa#FPDiD%~>E#isYi<!8Vrtc68!`LbwWS+>PV*?^A;z{0#RHCM`
zI#H3VDXXn0OT{YVHRWZoWMxG<SzTQRKt*|AkqF?Q6WWYTN@USD&n6{e8IWtg;9<{+
zEI2oK+GZk_LHB&sO9aD`k<)mTGekKPTavSZyvTxlPJ{U*L*<f86F_t#XNeLyOOzAH
zlAIj!B5Me8a>FNCU{91q**+3wS!Cyt=Yg{&xhe7@cg+GDGk+kl+|@a=lgOE!L_F6?
z&e$a4xr=iaCXtA87iFJIUy{f^=)EM7eU3OUvIZrQGboAdqqg}fBZei3>;sN@ku|7^
z@BmavlznzBFLKn&KBKiHQC=2hCz~_6iSk^FVMDn0XSbg>G*5}(5@cAIc{=tYtym&B
z3^{SiICl$Kv1kd+SccKLrgD;*Va!63nPFs}WagB0{&QdxY$FaJwXpo#;u6fuK5~Ou
z<h+)2T2YYOOplnVtbjByfEmEeT+j<t=lP`#?RVDvR+KH?d}lNw(*oD!%y%M&$&Y32
zf1drumM0tA?~FcWnpt3~7xk*)=!5Qgld!r+WAh!=`Xy$fp_$LK--)b>Ed(M#g>wz_
z?DRxd0T;e3W9HqBUsjRaG+Bxu#qoVorJE*`@njtR<BQ4$UnDYL@Oj=m8VJUGQvc=T
z8;VJY6#5R~v8utYRMih3J!<RWQH{T=#vbJiGB}kDD*6staNUm82d8W5OEyndrqb|@
zkR@4>NXJVPwF&+t;a(C)l$SAHB@^XbSDQ#DD-%^fe^si6ASazjmzSpS|KiE;c{wpe
zWvVPn)h1J^suZxp4OQGw4q#L!E90?L1ve!8p7*IlJQ<7IK%6f4&)@Pyd8#f^9j~Bs
zE=t82f&)sHS0>V_s`83Nbuu0=<#!sBRt=srxMYgIRmlo|CR5d^D3(fdZ#)%aJ~osB
ziK`RUiFi4G66pk^$#js6B`TA=1&)(R2U(FSXTaqQGfvkP3=hm>2yq5enW$vYWxTKA
zbs4j-V7ApxGgT31<cXS8B@{?SV5u{$N--a75H=F>#h^(%&QF@)eF6$GX1hvdz7Hg=
zNyhk{wCfZR9>h<@OPw2Clp<Wro8iH#R7I+Wp(g#!`*NsS$52vCEP`~QfowyJ7m_8b
zAiaD{rK*!DSWy$k&HyqUrDzwP*7AAU2IDpzLl7W@?->NKPWZkiC54$H9hRqRoIt83
zP_)7cN972CBT_gJ8mOIwfsm%!8N<7HveKC_gJc{gg^n1QLIxWU!XOh|8)PTV{o(p@
zd0dgGqC+~CGGU;V<w>N#0jC2cqZFg1p>jHvblebbTtM0kMUdW%)W^!bP8LC_`NFF_
zB$HL~7*avF9VUXDV9g|chSXBJJYH6g_(=(<!$6`iqXnd?&XI~nay+Fg2bP&ZjsoQs
zC=wLIpM=zC4`ij`l(G|Ky9RdPYa)CM%mJ%SY8i46)HhXunnpChjed}w88bos0*Ms5
zBtn@TK!#OPhUS!o3S^~>0o8du9WdfJF}3O#)Hf?5JkCDoJ#r<b)fZF<8H1wHf{tl8
z%$S*j2YjC4Z7dGBETI;}0*}j>8LU7?VnLX*!Ut_+HJUFa6+Unxiqm*GS__6j800pF
zyUJGzb2Wsmh5v#Lgy6NW7XAz7q4R<djnY=YLVxo~6`z-h0O4I3TH)vEFj0DrC*gkp
zl>`C?vH4$CUI}I?U|<dZYS4!=<g-=`V_0Rp2jOzp(O5OITa~EeV`o&W%F-?E1*k$s
z062wHP^zLy`hccT0SSskBJ@-BgFI58j9JGL`02?CxX6IZ%fLe%euh&C{MOM#H7qPo
zRl>5W3~K-|04sw7w3EtUyjmm4!{ij=G~XpsH40&1MJz%Q>S&}ojz}Rk=u9$!o>$Sm
zI*klK4P+m-FmmRg*@S+HI;jv(mIvVkSh$*2xSt8tW{k^x^{hzLK@}BHJ5m-;Fdg6<
z)<p7#G4ivzyp+bl#$af|=i$N{FNCmVSQdZQsbB&Y>L&E^9!XgUT4@D#@=duE<*r75
z!{?PzGL9M`x9GRFl*_^wAR@OxU_MP@xxg|65S}92Ome=O$wQ`<k!sZo%Ed$1uoNqb
z)s(ea)?kK#9R{Y#L-C3P{o4RW21aOxa~LfYS2EE=LN>rN280<7LK8^L%mbz~Q|T6i
zz%e8OrGr9X3En}q`hbbf%{^^rsS2(}A~T;xkT(004{BAHKxA)0An7#4oYR?$`KCr=
z1S61OI#QBxLKJV14Xg*0F-m~~p;Lw~G^zPzv?c#}i9FFMVqc~Fr?FWzxME4b62K@&
z#KSx6f2y)PjuTNvmyA5fr`<ZLnxGSviRxhAaYOiBh0^LB1XC<o<vgtu=yDHo1*aHv
zhAPk{mP$rkhI@c`g?Ry?{z=5@7y=_HuZkg-Xgj|ZeEb8P0p?S|JGl#zG8d>8$J;?a
zU?u3Ln^6aFmD6f)Mfk1`I@W4>m{tvt48^!6;+Ar#&c8T(M8**T-77I37^3sIQo&zs
zv#Ke|)yC>l=~!J1r;00`qYfKdK<c@=9Hb~u#$g=ODCa+Z4)^OLz$nKH9Y7g?D;9xt
zG>8<$C10WjuBT)UpU7ia5UiChW@WJXWwt?6!U}+aqb7t`09Z7O3WurCRwctm?wO??
zR5dsWZOSWUD#opp;W{JoukjQ>nZPP(0TTclWKYDZ8MEMr#zUbh$j7h%-xy6vGOPrU
zEIyWkilvGc5`qXTnlxR@r%XXurY)UQ=PmufPDB>(hr4UBKQ<))Ad_PQz#wid<Vy2h
zO{@-{B`_QnaJLkmS123AD|HN1iU2ThU4vT}ScNL`9l9WkfEHeJM~rzPelo)Q6?OjB
zlt+vo^3@`v6*_$7@mO6sQ6A9BkQgE`>#gt<ax?xE6p=u6850F3C44QOPmJN?pfb@E
zFhdK#6_;{PB@mQ?3d{qCC7Gy2ubGn4M*onr8d0Nhh^ZUG$hZKr?A#DKjSeQ020=ov
zf#i%cLw<BPrZ$voW@`{gFaW&NO^+e9(unT-Tn8M6&~6+7W_pTjq!eP&5IhJADJ!^y
z1Qk?70w5Pem9xwcO<=Z~P$UUU2JRs_H4LhZ<{5-W8DXx##{rnQ4k#D@5Tq(}6c!=Z
z(kIR|kbMS7{1c-Yun6*{86i@NA<cAyJgXbbSg)UM7<nm@!E_*F0-cs_h$lmdWA#7>
z&_d~sBS(N%7_yElR*yDdaEz%UpkWjWb|NAU0X9)|=8NYK)Yc-M1`8lRB=!@G5K^Eq
z0~at<Kz3%H5J&_7DrmTpS;l0zo-q{Bi-3+OBKK?dX&nvo4wx>O5dlSz98wFiIHEBw
zAU=k}*lG}u3DYf{M(przQ^+xv9QrW}?xT4vUJS_zuoMsv79i<>8TddrM^}g{KXFZw
zOb|8LOB^wsq<EyOsFTdxMJ2VHi_@Z{_786sZ7{||s4#yS8|mQTA6Uw@_(sedMGL-u
z4e|_TV9-@C^|BhuR?`xYD`fyv$Q1;WnMZI3;ZU@=Nc}IRL+GX42c6J2P`Rp^BPJ$A
z*XV__0;CW+2F2%TBte%<LtYzbqTqsYpk^(QgD#;%_=dox_#f;iOpKsL958k6@CY$r
z)a8gFwj1)II1Dh33<E|1&$Wm^l7I_K$!;T%HQWI$k(NrDhSCXa1GKDz<M_PHpO{yp
zhG?QSfgS|*+EnVF7=$v^N8l0lVG%NbmrkcRW+}dd#15#2!6B@YPYtF~;z4+CM2Ae%
zwgWfNMzD|pg4N)TfES1isHplOYp^w7Ai)dquV#g@n%Pi$alv2$gQ1BkxXs*jrx-h)
z0<fX8rg^RaTyR@y5k&#Q6=JL+`XbUnE5696u3j~n11Kr5Yp5%UFzg4th(taB6p-Kx
zm;@n3HZ5A(`w5c-RuB<Sm+R<SBm^hW62P3xxfgVS8Hip5B1t=NnJ@#JLbLceNhP4%
zoCoNS|A#c&4*w&AK^q5n5j&<v7m!+Ufu-Dp7&3k)NisoOr>lx)C>>SUdTgj@!0$Rf
z<r~<5>k;&*&g-F24O(0ZZK{w$9M+UEFa$#w$$!X2%mzfOf!MxNc|fvYjxjrk47w2X
zUEBhKn4vNdu#q8>dIM~6ScO$|LUtlkVVG&D#88zK{9Wip!Ii<I7~EKi|A#z7Bm_zY
z3mzJ;>gWPT8~z%t=}MAVLQ=5kikV=-?Sv>;LO=$oKmmiFM{){K!c@~ZD(z%omjVi8
zC|&$y=7=&_lcfG^x<sRj8YvW*N>nGfQ{_movSHkVu|zvEGXr#CkXbHbK{<@{*c{3i
z6j>jKn2;8cx?ok{FA`-8spG9c0@n^P5eeAv2pxvt=zzF}!>L1pfgybqe%g<+i6|nJ
zczkqCataML+AqiW;^)vVMirfN*mkFzSqJ_298l8F(5muzU<u--{+r`6grXr{$B|-O
z4~7C=)C9wdfc)48^jx{71C2CyAVr9#0V!6E_hb&>Jm{g!!xdU)x*#ePl!=D2DHw}B
zBT)>W`AbyBS&RIa3anCxF>)P51A>tSEtS_9CxYCFCV<UPNDpS>RPq|k6ZZwE;0@wj
z(+)aByABb%N#_VD6Vls&PG|x05A2F?INHuhPLm|lK=7?zG%_P>YLK~3SgCVJkh%h5
zf^mF`9aMf8d+?F@9THDy3JwUA!Gs%jFgUK$X7XP{P#%x;Q*<pD74D^618BfhoGGWQ
zG9mLxu$*rg6E>V->V64Lcz^JfY%gR6DYynzg_dZKZaFw3HcCDH27EqD4AOy6;*|1D
zDndWuB5<jhu@SOX5}8lUib7so38W7X$v=W>4Umfm#CI5F#1s;#!=x(+LxeIQ8gCE7
zTgQ+AUL~GOaN(E{t}bSoreH|9_)oWJdkv&f_L;Jf0MWPx;u+=EGBgsAMu9<ui2gD}
z$3PK)GJi4wASj)y1$>I-U@$cV;CPTUi2H5|LO@m+bwt4o-r;|8k(f<@jUeJKN|BUa
zeknY|c5yRqGvbBhV#7)qW$^sym}wHN&=Q84AX8aTcokD9q$`IYD-{A7gRF!5G1wws
zOj(0}SSH8D?7?Rg14I*<xmX{MfH8<t4gBMCcnaT`DOp1r!)T)+B<+ElS~T2*yRuNq
z`)W0cBo3Ct+4J8Zz6K^B&D=vcs>>3=1zLer+=K|=Q1FUd87I;TKMApekf{XZ^Ue9t
zjQ9umU~WvW5Ccel#L5U4M$)7bg7X4xpsJVvYfRwNE)&*ZGEnRvC?(EAdFFuuRbeo>
z7$ams7l8)R3xhBKIlzXF2$%rlhy!R$%K_{#KmtyPD;q*$N{2QCH|7pWOXvqP2wWT(
z6!M@EZUMO+ZV>%I@PPJaw=filkP(nHsN*O40K}LVRnie@lr;?-&}kZms74Xq3G$iJ
zKztQPEd@l!wKLDadw>W52P0`Ug8V`)Gf{0o0p%B#Fd<rjEhv~sU>IJCn`uo$U1ol|
zYjn-(26Y>lRa4ZsDux)mMLv(=k|5wv#o7Tf#^AXU32@;>GV&{(CA#pdfWYW{9WEt$
zq$8%jg8_morYG1u?WAc+?FB#~5&)BU#|$0~l5yy`5Qa9Cn>&OjD7M}~uoEzrVW1<C
zk$3=I;gi?sI5T7B@RJXaY2Gtpz!L!j)nSC>3AsNt+eikwF*uwI%@dsAdR#N!oB42X
z+ztIIH9z=*q6|_eP@(@wuly1Pz$^j|K1P}iKWmsAL|{1PMne3mD@k*t=224oVtQAz
z3D}T38x5W@YMXUmOyep&Si}@wAU4GD!Ym*i5sw0R1O)+9<+6?OC6p8u^wfBdRwIz;
z0=&i*hodIva72SZ2LB(*h@ok^({Cm&D90Pbd&Idx(Tt!_-lS2s;jLkQiu^ymTk!o9
z)(mb3XF`MvegT{V<FUzRyfx4a1$;mrAPiX$&_TMGc9Y<Ek;pIeLm$ki_z9AN2}6XD
za*~pUJEAP#RFi+BJLa8f91;d=2WXJVf&!Wq#MD`#?LrEQh2|=qpc~EL(dtTTp@K@`
z3&8?h4V@IUig^W51DKE%n8RIEe$Xt!*;ri!K*K{!uL5JAs+5BW-JvA9RQN60G2JG*
z;x&|jJ$QRW#)v7z<XcUTqK6~Tw*r(pg>TF^raAE(7)_}TzJiTPl*ghvZNEMS@{RY$
zXoX*r3&;SbQssnbstXbZWi2Y`aBBDbg#173K`wwN%r^H>1qjGMx5`ZrINCstFk{R=
zV-?UZhM%VXtHg@QG=hwB39glFpqY@bmUGNP$HWvgi3+eCCl!l{GlgzgDHNh9WI#)9
z;+2?BUO>L{o){7u3d(%V9|RIg;+Q2OtJ&sdtVSa&ke)e0azZUG$Rvrm8RKM-YEXst
zV*|rg4ALApG(nezW=5ky$FgUNZH|WTu}3IeMg;+9sHR7PxuX67v*<LFU<`RpjTdth
zSTQO{GifG7OZ^Z?z;KwsEAX7DA&8J1!s9Cmg3Q|~AOWz3LaQtTL@c}GVR9|NOhYDW
zshOnk{{&IJeP9O-FO_ThyNtpc%wC|$K&ToIJ|L>{g0a&_urW{;AmU|^0r*U^jw$g1
zdr7O<5PHBtK^+6UNdl9U44?WhWJBh;9HUChF~^4pf{P&sqyvV>#_-JAGECV3QjjUu
zW!DBEL3%sB4`CaKAX@=iG+gfqPZ{WC)Yt~~%_)*Eg=W^@AqCl5L<5+?ufq|8wmOd{
zCa?&wDo_NukjB_Enx#qZG+!iuqj*{&sDg@1AN^%!s~bY|7$X!>3yPeWUBi{L$7EGR
zP7D8>QRy(@r7-}KiQ0OA6srk+P-f+qW-DL^p#-K`2L{&_LB$_n5W4d~69@p5$s$x9
zjq-EmuOE$*A{M|160r=}css5ARVyT9Ew}0iglx9Np?Q@m6Lg^6jN4h6s=##8Llp|i
z3>lwpn4uWD>og!Y`i@4B$cBA7B>I`UxEN&x8txNyfq%LgK&39TUOjU|7IdUsK0v4i
zT)->ngSUoJ;uHN{{Q+Rt7)~uF>58bLn9R)Ngh&t!4kBt`htG$~X2}jEFumbA@;{Ii
z5%DJN5}uB37fObkz;E-s+AdyTK0pN;#1mu&>NQ=+CO{U2Qg2XxB0D-jSdn*(E)3D&
zgiJ7Z;flcwLKNp9tRw&85*SA2214ROXqg}qF}kP?QPB;3;s7oBu|`Rj7_^Y$pYukF
zkQ=aqd6ET#f`R}p7FS~RVQv~FHTE%0gB5{QPKx>y0?U7`lQ|4nMVH{Ut~3Id1}4yA
zx~XQK7HFu52jb}$F(y%;I5#+<0D@kk&IjN_^9Y4;u<F4pOO9%Zc0)e`J&eK)xY~?C
zpA@Tvrs7}&5vJL^1E(C>N8XTv;J0DB&{XDt@un&MF|<t1!`dHnL&nJr8qBCKLMK=8
z2Ax1VG|wm|_fh{v<S45^gHZ9{Vxt_=511Y1iF=*S_@Tn6GvGa+Feu6rNQnq<>~D0W
z2f*EEiZQf~DDB8V42}id;Po(c7haga=T_#AA=EMf9>#ycHj~YQbBLwd8(teUqCQ4P
zD4`V5aM*%SQX?D%@fQxUj`~_m0NuhAlZ+KJVX4s%x5)r%1^UVCe}Q_C%Xmal0pSA@
zG7Xv`&WG&!>*@fr))C<~0E568s7isVU<g2TzJrzy2ZMulGZ?Li-@|xFgsJA0$v8lt
z?<&c^822ERIHe|1g3c3}!$ciw-40{=Qn1ai(}rAbV(_eRA%7?v&N!k0vF*UYLN!vf
zdP^Dk#^U+PYN~?AQZ&TY5Lf&GOteVGDg<E?8X_}mzd{}$54VaF7&MGh$l;(;$O9Tf
zEf2+`oES)rY;%|X0jeCFdE$d|6E!6EQFY`=H-~<tId+ozmjj?%AP1qLaqc%>V@{}-
zZnq{>4S)eO>8c)FD6o&4V879z>tlc%loT>xF|h68g(gf%fEGft8lyo*5@<)htAFqd
z9fzRshx^e|fJJig0gt-@E(8^*f<waKz;~!3*3t}J3&Xm}2Hi%%y6O(Y?7l8G`6Jk6
ztq%sH2QJfM@VcX-C+mNZW^6OkNwN$)H>v}QkbYzz%Fwk)rzHa?&FtaDzzz_BVWU_K
z4(AJkD=+*-l1yk?`z0^R{aQS;Cz-Vo1Yt;%MQVMah*cakNhl$SrLcmJC?SDZIn&4L
zJu7685sV#QVkMC!B#hw#%<$egSa6l14gu{(>!Aj00GbiDjCY8khK5GY2r$zi=W6~{
z{|4g%M~qg0BA_9dU1mg2&V`PQef8wLjg@~;6Sb12FhVX{x&YB(CV3y3hOIZyBxDhM
zp{MCL)F;S2S^%rcSbqw=iPtfcgdxa;LWl<F(Sh<-1f_;6`1FEFFe?`pPf<ry9QnuC
zDA!0IA*__7BUk|esT#pBV<x;LAsn$a9Z5$_8DU9M|0J)chQkH~jG60DgJoPFa<l*t
zB!Fyys!|K7DK2C0Os*U8F=gWi7-7=RnxU~@NJ;~<fK3=WqKgu9FB~K^qYvej^^dR>
zaR8lBH?iEHJCpHqIUU~yKqbP}2IBD`JPZJ}W9H_8%<upxB0p2XUl3Zf{Rl0H0u!)_
zU;>IoOXvYZG&FVjAu<#Ee-T=j0iFS>bY$pl^r8lvCI#(KOM?!aPbO?Vj|hp+%^E;$
zh)Z;fK?wOmRnlAl`4DHyJIp1B!Z6JfWa14550ZfYh&nSd+#)(hm;eblC`GX9BEBq9
z(z%@sF*xbFkX}UwBrJ&=r5rUA)ff-bBwUdP5Ld7xGR24)8bJrfjes+lcq|I`IkSX{
zyEP7Q%%x-^BA718^=Bcw?ga8dvuGd#5o%qWiz(K2is4!j)KAb4&N|=I9(2=a6AdAv
zFc$&WF*5-b;TAe`H7IzcgpSPFpc#h@a#|Z!gqWFg6W{q=CszRxWC^;ESWy$eNHvK+
z%v0$R4RE^{f)OArv>$;vw8JD*=}29L(H4YEvf}+PcEAPcH1A;z6PFXfL^VJHvH(FJ
z;B>Hf*2V+0(J9akw5U4L191w(<~1}9>3o<gLr`cYXtpI5XZ^FjxG4mrj=5NTQkV7o
zktnn!Op=5fKC(WVf9cZN9^O4XM7@DV*Lb)hRC`Ey+0o!fVe{}TRe1CL`T@#6Oo3Xe
zd=2$~I&wh_Mp0iFsa28{MVx6C8lf(>Pt(-z7!LT38sTD~v?3*6(j*QxtRh)~e2a3X
zGq?w$2fqk7QgK;$h<clb#^dC^H0vKAziUzOZUJUWE65IuruYq0FqOI++B(DwJ%fLI
zLNh`bK#RB`FX|4S1H>^twxA=rBS&D1Gge0xUB(JA$$&sDtAnf_Vf`bGA;L(hTz8!p
zbLV255Yw1wxV}D;!E7^`kx<8k@J6vTjgXSSP$79oG>za1xuo$BFijT)URprd`PMrS
zbY_mAf;80MNIk&GtQRNQK?4isCK%`%64DTqaa9nqt{)uIuV^Dc<8lqHKe=-zr@n9}
z6VhMjZg?!hXt?zN&=gD;Sx|6N<);2efCzzIL}Ini#X>q3C=S9RxLZ;qc@n%6Jsq4i
za7z%jjKYwFHYlbE3P~5R771|-NRFz8ULf~6u4o~17Rm|rbZuP!4hv~OeA6QZ^+I@n
zgd-q^8_o_8<|dsChztnR66lD>1L0|k=3FuC5+m~hR(p){4AHDbn8;M&H0l5m1X5yj
zWuU)7gsD=bm8M*qMSRBGt=8-Hk*k-|`b5kI`!0PkJEB3D5SoVjrU^!|aJdvwyJ0xm
z17iVXAN4kD%Y<gZuM*;|f0Hgknb1vy0)&PFP=s#r{usSt8NvzPQ#=Bgkqa%oUY`<)
zWC#(iAAl?j!e|;B5l|`I$#9`1;wbYnV#;uF#Sv@lFSlErB^<<_<08`t=`&L>0kyGl
zVt^42+MpHGegME4Tr?a<i|-{a^*!FvH6qB2nH?!cE_MMX;xAx9Q*un94Cz`r_TLyd
zg*qh(5rL7pfm9|{f=)1N>ld!+Vz#(U)-n|gJ!86nUAQHvHi!ue+~44`9TsgM$ixAN
zF%Bw{s1j<}f%kB|Ib(bV@LvFf$7XAZa1bwU_EnGrCJrsQRD{zC07Dd{KtmFeFvN^O
zErVoid@f3moYH|qAQ>3?gS}$D2DLB~;C1CAs|Dy$$2PK_;lfabN@Pam1X)zlsvrZQ
zWiniFnvWnl@1PjJXc`9$QoH)sS_u<E+f32IKn6(J9>kYbgrD?cW=O|H@z!BCb;bS<
z(3k&Url`rxbgZ=BfG?U3t<hcnIwMBUS6t<c;U&sx^k>P!kP}qkUaKIesg?jEB?g$V
zHz{u!0=EoJBMDFU7AhkWVnNLCO5qPE4(ByMhE!z!%t*Qzg<Y$x6J#bp5K77zf{`-A
z$t}nNDQJ|^x$B-ed;W5-wGpc!XuRbql|6)|I`5SBSpP?(dL<$sUb}OV8Y(5@v+w}L
z)m?b3M}Z2-EXGCB0Zxlv8S10NT!X|5y9iuJ<kKc9jZ(YvALgQMXpB}CQ6~RwRtIYh
zkGYV6&;lGqj3G2GmMn$*kQ%b`sl((FgGrZ}5S~hK)XdeLR(la2E^-+gvcjB|de?#m
zkHP>3K~Ym=E8#8cf8{pKJ1Ulla2vlNwl<6c32LLp<7gsC1Sv*|%o$RntY|pa98uMn
z(3x2<L>Y|<Thq`Hi+h$aGyb9pIK2#+7UCrGzg&zM$yLeDE8u}?!(*n&zz`-lhhE^-
zBBR<w%`9KTY6t{lT-ijJj`cGWq>151EuCQs*x||`S5akZi$(@o1#zLA`~!{S+b}O8
z8mJKh5ReQ)GZ0)UxDC<~tKq|#8N}Ohg%|e0CK0H#a07vXY6S-gBDV#th>l@iAiTro
zTk~FqF{lY`A_<Ae*cXW5jR_T{+`t$_gxLm}7*cM=TSp(T{jdVOhdJcHlmf5=hC_5A
z2I=%R!9_{Z<A55$6f<0n5vd4hi-pmfhTf%-jwj+~VE}S6eU*#Xf&~LnJn2Dfq%~21
z3^+~0!yp|rg~)-0s;3Lm83rS8+Q65~lw3`sBMPhN3*Q*@Ac|IS!Bpyh=6PN7XB8OU
zVlT1=6Hiw614PE`c)1I&jE9gw^g@(maKJZT(Sg}t1&(I9!h#0mhO(|96XWQHZgoTm
zaFBUDBI-Y)pH7IvqjVZ@fK0@98ghMAupff!M3~1n)$SBY#NxQQFV2)5jXG}TE97Ww
zjEHc@8744FAmUmG*HxN^G*r{Sp#F`B05fDcAb42QfW<;#!7IzB<no!Z=`?Usi-6>Y
z8-1<(BNbq>eltR-*Q~?JY!ol(1MN)E0Ky^XgA5=!c#oJ~#1vD9|ACn>)l47AyO98B
z2o=OZlPUV_mJv`ux&jRa7pR8$K<dpHYXM#LgH-@vOwBtT)(Pph1uANM4D$j6OI5^|
z5(QmS{{+WSh~QgkuXzPG=~(}tz{zM&@q?J~EN7aK?Q9+2;07KC4CH%D4=@NVah02a
z2?!z`U><$&DX(M$;tA~|6i@%uUsyD3uUQ%Mdm<SgU=U@$$3K94YBbzL1{6w66~lK$
zgE@a=W>8)&*GobLR7|Xh)S(x~gFLVX2&}N2!K}1@)}~-3YGS#8pOA_u6+sE^7`m?)
z1K9y2eSemviU~L@pa#U(nCQzeOH_fl7h0Kk)4=M|0VT+w%koTW(<v$l3<aOS{ded-
zJv%;kE--uG7jt3^Yo^EbTfi!F*9$c9r1I&K>x1YS8)j>cXa-y1PX>zU5>YZTlAE$h
zi3(g+Hn0?7Artv`3<{E~mS8|2rJgxij^KO}Py#x50(6AtGHUpTR$^Wt81u^jH=2)g
zg6yCOP{z3-DGXS6*03=hB%W`fn9CN>4j78_O8$Wh@ZPya{|?aw3vj#my2cstsV)#Y
z4Hz>#F$mkw?6?c!=>4M4+(!2R7{o?k85$)STod_>&NC?S0auDUL_lgIfHZ_e{*Ybw
zz*y-wS>&odY%@2S`P7Uk#YC%Oz1a)~1jGr;Xo(>Qi8-!EA42*b5kszB7p%1lnq?9L
zN^ukaj37<Y83`fY<o|RDgVD6?LR1FX;1$2|00T8#(Zy(y0$s1rCRzb_5-W%hFa-X&
z!w(vRJzi}}2CgD*{1J*^k@(>{NK=?P?baN~|7fWQvay^56VSwDbjbSfI)E+1GC)Or
z1Jr2!AP+RrtHlZ^_Si5eMqd^q6kP@dMv`b?Or^p6Fmj+8sl|!{UK)4vznBzAX~sUg
z@{eu|xd=OSFPJfk!$?iaxKIsOlws(oQb<;}@C^;F7zP8fjAvyRmZD3zCg6yrJM=>g
zh1vj5aAfs@seiNeh{gd8J)ewAgM@-m%t1_sA{dsCo)^iPEfGKCRnT4gCP;(h%#t{m
z0RT1n?EEoI=X+QLOF#>#1@SZ9L{MhKI_f|CQXln7v{JZgkP=K_<U&eV!)Y|2c>`FO
ztr3l(1dT#Qgjz7ME*zXNt|1l-AcZ;uSFjIWYl6&zyG9Nm(&c3ytbZ`)?P?u9W5)1{
zi!3-x%FJpOz*szld^pw25(vX<1z15IHz}Zwa1`uRu4oG%is2&(;09s2F0UjDv``~-
zU5%h2S|o89q5B(%fB_pN-@JV$R5nWoui+jeMzCCh;nEp-X6z?FVFgqYe$X&R2GM0l
z@Cjf8--L1;3_zlTZ9xzjrqOd`nZ;1jsy}05yqIGJ4F`m-m@D2P+M$HtI&qDwIqY9Z
zCVNKbIHM>d<OLN_L^=Yfz)1&fd4uezSYkm6eF@&SNP}Ep|KWwrpsA#nk!vMDgtJ}l
zhL;c@(YBa?Nktl^G7D5~kP9$FL2ON25x_DieMYKeVqWl>glU(#*fAh)+z-nb0Ij(H
z43rQ9oTKiiA!w*k;4adGxd4|BAYNKLK$d|aBT9>kNK+yqS}c=54q=)rkPkG2d)*^!
zGM;%UgnUYVB*+UcZUm`RF7x{0xWcb9ZSD_sQv+#8zfM0sSa?1oA4Y4y2N)q`tpB1X
zI@p+KS4B|3!72i3QXK)LC?zC;fF@zY50C{evi=h`I8M{VU@I&Lq6N3%1IafSgmCGQ
zGHz`KZWggF=>vvkUN@|r1#lTT*r0m?0HcK9C~vIv;cTNlLO6~J#tcd$F%Fsfua#-Z
z<f0m;KzBH#V765}Wm~*<(V2xu9a1m?6BWvKHir}-9Do>JpE4&`(E^+m<i(jP&On4d
z1y~T|nIW*<5&38Rt9@qEW}+2iVtSAY)8hbuS$@JTqh82LXLz|>g3Qn@8pB{2f_@*f
zcio5qh+8*71w|5cB;auADPl)D54JHY@e#I>|3mp`7VHv6@o!vUK=cE*;U{<KNRu7*
zQ|y`m1mYXCN-rowwa*!t?*NRA?vO>g!Qo)`&IX1;IV=deW9+LXb8D7Y5dRRNi(-JP
zHeW>ngy0-mAEX|5gdVsb+D676mRUh+W`uHq9?Z>JuclcIQdmuA!Vj9jJu#gNV1<ns
z0+3!N6oVb~3jg)ayxgylWptIG1G&~Kbewv^bj6GzEF@=g%mq`e9DojT79>*#Km)NO
zB<UqK^uympsqhlqyoRC^cEDy*w2CPMfd4cDSuB?lh@&>>kO2}93I>^wr+a0U29RdU
zQs5obaA}_LoIx%sCnFU`1_#jt*+qKYF&8zMY&Je3na6b|pj|~$9l;}J3=%PWkeWI*
z6bNRQ&Ol3}y<puC9n{UL9lAk~ZobIDfrSbs4I2wtyf-J34kZ>d3kVM_!xlYhX6zzA
zu#!KJ4*v(CLR>^J(N;}Gk6ngpYRwZ~05)F19vI39V2jHzm@niHHD7~q049_5P*C-A
zi1T0s2{$AKDxh${G?T%_4?{F6LaXpU5e}8Zf|E-tESTzqYC;UFQE~J`6AWAM3s|=T
zwY(aqo52#2FkCu^`RG3H^qLiECgqhd2)H#CK!S_{f?H1~plm8KJfazH3CVFTvS>se
zSa3y2OvAZW1)vqz_>c7wj19NYZkh#r03Zb0LE?9rH$%hC2Wh?`TM#@Jx}qu682GON
zCIVpn8&IK5rc5Ha`O4Cx8DJF3z#0AHGHrn(NMkO$aU~lu0oov6KsdS&DGFR%h{oqe
z5HcPjBVoK^=nhhr>T9?lfyD{r|HH~mgGd8Ix0~Am*dOLY!3n10`#?^YTWB_1V2D*0
zA!**+7K3HzB8Jw2z#4Qn*uux+YRwL)su^O?ICapMU^l$y{0lK1$+l^_Fl;oPZuUYT
zg*b=_a6?lhXSgEFP`k&K#J@_Xu95i?<|BRF;}TW?Fz*l*aX&G!yhrwtABJd4Os6~o
zHUWyT?1qbxbg;k;30x57Oo9dBa@j4eBi(5oiS{+pkdSd9V3O6j8D6+?-=%0?XDPz$
zk~J^_5D|qIm|7M~0ATjN&<si#g76F%{i$_F%~3LB1=@HrhGPc*w3b0$f=__PTcE^6
zL-?2^8U*Mff2J|?kHh*|MAB1&glOwTTpvDX|F<BSYcM!XfwRaEB4%K!+d*+nIDt7D
zVK|oQ2<>nPW;WfJO-BK)CH4~E5C3gIw<&aJgZefk6|y75C8tAOsK7;L%Gj{<42V~t
zqtXt$%nhsat`9)6;fH}HVu*N}TQ<3EoXFsmH~y;;)c<f2d1EAJzT4ypT!zFFThWwf
z=ryxK6nSrw)?})p$XX_CpvN)r9!$4Uu5=9$@3Dp0L|O?e2pCY%8NKB&5S)DW|M?;I
z$x%rK)5|CeI_`V*0K^Dk7w_#5&E$I=48@KCBL2S5AcLMA7EJ3&7oZ~V4Qb7<a=onz
zNW6E#od0BpXe|UWPZ_8H1e<bkMh-%kTs5>APx}FS84#Ay?;SS&vbj$j4cdSfumKZ-
z7&1R8h;-<}NH-#XXs0NeVd8q~AAS&mN;`CYp1U7t0LO&)!lh*7eei456*WS==Tj^L
z@6Bq#Iu#X3lDr<>1frtK{0`qK<h<AMgr!hbfoA;+xAGC-W!li7+mk&=K|1rizw$Ew
z6W>|YYW(RUKB0YLs(5X@cFU3lhXi{5HWzz9WZq$d+2c*~Pe%=hyn5MU4ij9`vjjcm
zG1E+Gw8V!AhVx!?V_fuMf(_3S%$-l1y>fA933~nkI*Y#&DmJJT0tK0iI!q9e(tohP
z;7TWVypnp*0>WC7m3|*g8`uICn7DNRXW$<u8%ZF4Pv;`IyQ0l~;Z6c98K==&hD`&@
zdVGK!x(CFV5qCkoWg26=5SG)9VutsJ=<)|uW;9uJ1s}i#1d#RDm>;v(MmiRo%_e#1
zgz%4AF_>_I4>rJ%LMU=kU8dls$EQ`rhbG<$`7K%?RS!hCZbUl(PJ$r(qy<ed6cRPL
zPQN(f0^t((+21DE@mPQ%Tnmf@bEAtTJxow&4bg6<9fk|V4AyuLrX&A&NAzN?Q16m{
zi2uMdMi^Ypr94a!oX3999=t^@p*EHRN(4LLx_W~)7|3KvL-D(U^B;q$#2<qVE;>~x
z%-<_K4Nor%B~%6)OzZ;7hZN8YE>&m;V?;Xwzmzl1M>ZN!#CC(wQ~HYJ1w7K>$VspA
zU{W4$m63+MFnImCK>CRK=|M>0vB8>BgXiqb!;B<t#$sB4%%pU2#j-4=CkK|90M~<m
zj2xdAr;#j{Y9e65B^t(b1_{?03H~g?mo>SnlWK-|2KB{9FyHTheQzyLDhBln6jJC+
zy<`WFVHM|}a04zr<1~81?BY&BLTole#-|B04f>mv5u>?~#UWh<snr)$2qBwK(hNm2
zGtS_FJP)ij_Q}@*{D0M8QCdJ2i;*|<ew5}cNuiCrM)M`5>IP2e#9~x6;?RXs6yceX
zBE$;@X%S}$V*m60>Z4;EX~X~wV=5N<n@=d1!2rMUUDok{V)B-*5%$8*5@i1q2xqPj
zY*T=i<}g8lsKB!XUH@<V>auFG*Rlek5jgO0kO`|h#4wH2Q7NV<1r(c-$a%VjpCxGh
z2}yR<A8A3<jD}Gk0kZJJ1Z7RmM|4$;A+v@ie2x!<yCN%*6f461tmFI@2Vg!cKxbwp
zEJINExZh&C&7eG7XRbeAUb64P=dKIE_#lo39(G4i%k{LQ6lqhy4uy8U%TN9pt<0&}
z(jF#g>`6W{08&V>W`Rg3HW%!k3H@?%3g`}+L;Q&u1ic!lm4tKO9+99P8ms|K@D6Y-
zL)e&`KT9wni3M3~u5<M-BAokPm)3AS^By^(Qzgsri@$v1S%MMSI8;ZE-Q=4Yf3O#1
zvmhPHY`}Y#=!{)xQuA@bxr!ea<1p`}pty>#6|-H?S%Sph42w)IW5V?e_T9=C5)b&g
z_C1(l=_==Go}56C2n+9KHv?60T_`?q72W~j1$=7;!XJ|EWKt{)xa5vy3So^Y#4}zb
z|IK{xenDn5f!{jJR{D!MOwg(!ROg>Dzmb%o3Q`Z5Tp{KO3EEF(fG;q?Wz_$h?=V4(
z4$_VkXu_@dVZP)IpU7fsCmJU`Omb_8Ao0KAgFD5?2G-CC-deTNh=;5`vvL2sA(*K;
z0m@R1wO*nn?sQwKNm^x`6fR6L2kNpGaLsxQNhm0dkRpswD6`eqv@AI$)*poiS?`C$
zoB0Na6)gbCOhzWEU&6x#u>iCq`|x=j8WKqo!<2*xX_Gq^v0bQb8G|6l{ojy-i>z>J
zh(jfh`B*UH+JX)fWcW~zdI1t;WA1|@5Dm#UGM;oFlJ#bsl?^%||0{)v{E&6J3xqHF
zFhNLc4T#za+^`U78V^qbtq4;?=n!))COTqGjq@Mzco0$|eaVjwyI9UL9Pkhlt1P+{
zhTt|cf<{dpCP;)wcnY8``B{QN|FL8y(!%;pmmc6GnS#^yQ{liExnRzuJRu5_WVYM|
z7|aogwd@pj!Z2tT7yv~OcuCI^j9g0BT!#q~hJczVIuehs1l0cJS%U6=RBK(qLV#eJ
zRYAe$v9=Gh^o*eh3I+IL=kfkvguw~<L5*}sv_KCdAnJam+o2bV%J+YLmLU6|04&!p
z&^)?KH{@)=EFu8SO3+f!416G-;}b-cpSY%oula0b)(jBNsw<;NxWg#sF31@9acz@l
z3A+A?!6RUJ;arRzVBTz<48DGWhY6yx$Ohn}yQ%);t};E^)d_WC_y*{Np{o9*`Crp{
z&dM@8IvV0$3bFE0tiv=*6VSjw4cN@A;nh<l(+gZ$F%R|=CPE5wyTSj3MHU@xL7!5~
zNuh!Pl9CmSEXOb?>i@1%0B~WcJ3dH3a|^UYA>Ep*F>(Kj<t5XNVda_z5HO*&@Sbpz
z`}78&BuG#87y60%a0nR)RUp1|a|VzboLrYBAgtxazs#X|4igM!g`t|5R(VZH;gmU3
zCh6iuqatw-Pr>S-=RatlDHLE9sO9L3g5gSW5r+wie3%_D0x^Vd&{1I1pe^n!LF(V;
zH>}&a=t6S=9Lfx^lyn)l>O5FbawRNVW-ux)y)frth8&L$U!5Ww|BVHKTY(p`3(gx8
z!TReLc@G>nZEt#C#=sEIe^P_3@h<gYg06Eg=L!5Q=~;rDe`-01z!0%hT&Q6Kws@?<
zs?|XFX)z&G?4=SzC3V0(Zmpm+!Qk}+or2yDG(w(Ku;8HaimiQ!ptiyAR_Bwvl8z~9
z&baFj026Mv0$^vL2Sm24qW@~f0$WYv=rrOKf(K(gGz0PCC)$iG12#ew;2DZA78~e*
zRun<ZIk{jMOJ7=kH3OA&VqyK4hiNe$qDWzk5+Prqd_j}-ahCKjLGjwHx4N?~Ko!<p
z7n|`Xsg&SV0xSU)%>>c3@xR`9CcSR7Z;6~WVCHxsug;m(Y^pUx{w~i9)ew-4R0Mo>
zQH?A?zMzmfE+Z(~;k5}}vS19w+z6UrRDmK=1#y)ng6sLGT;wHKePELcEhKUysh~l?
zEqo~RaD}GP5i<a8S3$eEFO=w!9*i}!)wgBs2Vg|hC$2IHZ3dU&fVku)_*q<tm>~h~
ze?mb(Y<@y|Koh5u*I*u&5GH_NdV?gXX$U1UZ_f}HbC@7}HLs<Y@08@U%T4J9I`Wm^
zB5E>Goo}j%?*Cv+kebRjq=qXHQ<N{}FhSjvOl24?f?iBmV@7+1BO;PAPnjD*H}1fM
zoBz}O0vP#%J#V0N(T545o-onu0e>yzT32HBd}>w{>f%WteRxRzfi=W`KrSATQmI1>
z8=yWEa+!n%LPvs<S~w5J7GM_)!8}1+>V}G{9uN4SM^CqCyL$?ieWolVD5~@Z%0S_T
z&Jra5f|UzI$3hW+GJi4wKq#H71$^ql1j0%eDPb+mZc=E&_*z0YXX1)LWZg+~jgaj@
zD-@X#SWP;`TLx>Zjn5K<{>^uoAPDHtm_0@vXAMAOfK8qy$of}YYS$#XD4rD!NTqu}
zC^>^@%7P2%m+&w_m_Q>?ihH02{sgZ=@r{;QY{0-YN3Nc-7(+!Vod3s1e4xv%t8M5g
z`SDv=mJXhQwami0HdKa1!KHvTX7E{j%ZxRc43wWN<YBl_o@rn|;W_S{#t2yeL2M7b
zFbD&XMGe-!pdxs$aLy$m2HyC+Ayg*d1R79Dh9_>hZ_DTg;o~kHI|qT$0^33!6bFmk
z4%dr*0C+%qlUvvcB#7WH(7-KU=mQAD^B=V9Mw@(%Rdb^-tCeu;+#+4*VS<ofsAVE*
z4NEZ;Us%F?7%hZHzeEDVaMntx7tEh*74y?yqiZ)sm`1?ihU5$kxy`zZd>&TC!T=Xn
zstdT=XpB`&_i~%Ouyl{`GdmYy8~wZBMAJ^}iMxWjg8^czi<vn82f~O-xJnufkU}H?
zCvlG%Jt`#U&~Y&gz;I;{2*M|eI83mJvjlzq0SN{i1S0^Kl40i&LNpsL_}f}Nt{Lw$
z6&{GA<Ag*z2b>WGh}a2K-~+2;nTaR>WD$_?DZ=c=^+lg07|y?Sb6Im7Ca8X7Ty8K`
zE+gsSfMOsjX!=7gC8Raz6Mu;HZ)l;}IULa-k-`7RC<&r0o<xzvbC;CyJyPN>KBS!)
zle95$!6(M~6xVUxg6{|4!@?WnTwkK8vjjQ+(TK(+p=3dT2fRLuEszyuLvQI@Wz<Pk
z{g@NpAbtR`3o;Ce^%(+*St&zz%p0A@`lGqQ+CdW*o<aew3iNSOp(Lqz*KqzdjUkkd
z6n$Q*!vyg($ckcml^6R|qa1`DAcyioAs3+I=z$c7IPyaMQ)Poccza8Gm>`Z7=m)r=
zJxh3&AkUwnYwaG82&Y}AfM9@6u81h`FhQimfYtRvz!x6VU!NrynP_%7Ilv&o1F*#(
zCg?#Ere$0$imX6-SH>IOEcPrx=1;5|F2jmjty_x21aVT`w3$gThP0-(%ltYmyWY*L
zi3JYzLmWx-{1eS2E@*QcCTKYlsR!i+BQPFU38e)r(G>)ocuGYEK~;G0AzsS<N5(?=
z6x;)}kV=wAAij(8k%15><5D6EE~TPbml1{~Yp7$uHzu7sOc2B{O%t{qAx>bw4k?oF
z8abi`SnYBT&67!6hROLCSRvEp#A`T7!G`d@xWfc#8Dm_~S%N<Qj>wI%nNl(e05HKc
z{~4AGr&w_4K}gN`X&+;RXRiqb^Yac9G_pbNU7EY3X9-5ld6*!OgU2czm-s9}@*iBT
zkKPQ23F>AL&gn7h)Gx_df}Ve?Lx78H3`cl{0J#r5gi8b^#=$JO(BL4VMt1mosH{sc
z@e(1mTlTz;(gLhR!Fa7%!qd_1Ldl3G`E7Yt)5Qy{2dF@M?0;bXMk{uK`>9`s=c?l1
zX0XDQ4v<z-MmVG(x&|j?g1HOt55y!yaSq}-&ALv&M4ko*4?@F)cMx{M<6Y`cv!)h2
zpm9JC|IaYVg@ZU90sovgVgz~t7R=L)g_uAGg>rBWGhqoSN}Aah0M-#u1&2uP<7WZm
zI5MU%Ol2@cJA^{+C~9<;Ao-s_JaiZs;wJ+y`Y=Hu2R9SKLSz@NxZ@fB8iX**7OXIE
zhm&YXh(qrF7pyZr7IVOQGj{%2(Zi0xL0P23$jHqR!v??<yy7a};Ix5Y7+J8z`<QFN
zX9=?YSMCFnxD_@FC5t{x5S%2Wh6`Ya@gG*+^&tee4AV(zQ8743P3|l~>OaIO^opIJ
zb7k7iB;n8;JQgp8e1Z@T4K0|AHNb$UMnCEVNb90(dL<G<R1IL%AXD=IH`)QQXoWBz
zvg@v^158>+#Pk1~?Jz+GY_g${vjiiTn;1NssX_iwHk@%}gQO9ltU|gRpA@a`QbxeB
zoxZZ1YDRCtVS-Lky+M%)RS3c)G$P5Y{YoE01*Jvco<FdL`cF`)P&|f~I-^A&CP;X~
z0O)qf&l05mh3g6Ssl%q2L<9I|Q;ZP57dJr%0tG^0m>RSo5aCth!vx8o;P(}DmZ19|
z#99Q3u7zR!WP@&_;IJ%{VVK=FiXnjnyDTjenh_1SOv|PD*~0`)+5lbdry^GtQgWi4
zYk!b^DAV{X!H9Y#`~VUdH(@aW1s*+eZUDw#;K+=owO{u%<En}V3NP`Y2@6#&cbH(<
zltk=+C4f%oj)IRQ0iqbWMV=+-`uAY)jWMCYQXM8JqT%0QT#Nvqmz$PcU*S3d17w^E
zlvYvCoh8Wnhvqv>(9qKp&<Z$9(DmPN5IcnpL;jcQFhS(rG;3J6p`k^LF>J69DAc?I
zK#%}cCZ&g>68Mw<FvbVPLJ1YjcabO}rud+xnb<ERr7^(n`~VM0(y0IFK0y{4FFJvw
zIHRb($vH&T<O2#q5Sz*PE%q!ypZ|;6F>~`kW_SP;qju(k!$9cio_M?f%#XW7@P&aA
zKtoI?w;!@t`p?*Tq8)QcL4@&d8K7t47<yCG)B=*;k<R8=j5(|^<9~Q24?!Ydm^R3y
zQHXBM;+Qa0C9!KHDVU3{D3fJ&23R=NsxGe?yhw>En~<kGVQ`L8|K(YN?0<zPA-&4&
z64pISY&S&BG$o7&aiUdxI&vGbAOz$_%vQMt?XdYy`ULZwSwY3kFxAk`m1H7f*k!}e
z^3M|V`~$R;h#s=KIu}!{@f5@n98)cVzPsJ|L~97)U=b7nt{7^=!vu>sOOX6Opc0bi
zOwyFNJJ-<!Ooyt(9}|d>8pj&mHhGvJk&kd)$XS9ue^gEfi${qBSf>R#C7pt0P<Nz<
z4xoeKHAD{ie7Gw^z&E7CbPE_+_*sJFzv&Ww1FuVcm|*a0+!w#(X9*I2>oVdjs>@8=
z#4rvv!dUoWf~KrI#DopVp*HHOLN_$&8@Uk;HyqueGK`mOsvf5!bN(M1hT$~bm^pv~
z*8zz)K(?aek|ft^X-rH%A(6TdTtl#l;(_-x&FT?Q-SVtS2z-_$I!loHw_&y$rgcH_
z|KK`ZBWT)wA{)pls-s@~Zu&4mh1SCbKnF1w1aQM50Xw>cKZUBg@CY^48w4r2-t~W`
zUx^(6nx#BUkZ3q8WdoM1_PIk+zXH8sIAXgMHFthORIpJOmGy6~0BWAY1WCw3c&36H
zFX35&5h#owfsca61K|xi%xEGE2#$FHt35_}hG^CztZ=Gui#SXWn(NM(xVD^$StCNU
zLSV7pxX0yZrZ$~0B1f;}U&sdX61AssBml6%e<iu@RvDy#hBQeav9bX#@py1(4BPOI
zf#u*>@yaz{WW3NN_x>&6S%RGZ1dQryGWexEOb|3O^RH9Rq|ghus5gC<p!o*@Sc6Lx
zK;F(&48$$wFhS!cD1bI&xWGlG23opGKIjC*wIJ=1E+&g}8}|Q!IL&pKATn=jq!(ZX
zbv2OHoupRSlmpDR8FIr`(~>5a*#D1(BOXDl*nWV=>n3{!hu#-{m|ziS3Htmia17nV
z0mFZF^{-1sF+%_xK%}NJKp=`tfvjrcFhO(#q(#J)WVA@Jr9GEpgd-W4uiFq@h-1xx
zudM$$W1I%;xzV3B3+w@olUZ?6FpLB|M<4(CFhLU6!8ag~htq&KoY#{wqFT&Zf~<dX
zs9a<@kw6?C6n&T=LQHT5$clXKc9e-wL!|_6Ej$p2tGcjQhXVYAz{KdT&<QKvfUgYo
z(PA#5TmS{#HoGK;33~7bP>zT}UIsz~Fce79>cJQ|3i-_>%|A=f^G^*XU1s8jK+pRi
zBMSG4^w44n;yN|}5HjI<Gdd)fZbAfupt$HjzIyC{0BUW}Rf4P#;VyoMR254v@S|PU
zYKj97(;x*uf%sdJFkbXgmzfo8x{7pW7Ob$t1YJ9X6mcIVN5K@*x`x=ZLy&SL3}RZ|
zWMJ8|1f4(8E`M~<^>V3dg3~5R%mfk9c_-K}Zy6knARYkW7jc-NEM)ei><no1Ck;UG
zc##JNvZ%8Jseib_3j<-3$n4S_CW!L^r^yV_sr58h0sX~Ug5a<IT1E;8Bw#p1XORt<
z;KDqr!j2v>V1!Vk$-@M7SP?ht0#K9bt6RK=*NZz#ko*^hmdHl&ApAh&z(PjOdn^Ht
z6dHg`5iq$-$>k*0GDI1^14K=wy4Fu8jm(ZgB~Tj{S%Jj-&Dcv)7`h*3O<X$!f2@@8
z{1+|}>Il!c2|L6cBB0q{a=kXo6;?DzGeTMykqL726C7~28*>8_aK(@4rxT*=5TJtm
z`U7YJq=O-#0oV_{^&wmjQ_22!Ai)(|W^<SJFhLho<F3HQB|b~g{V(tf6@ePSB%q9Y
z$gX{$r{Kc`Q99gJ^oOY-??wWkAyg0tP3JT|OA!2PzQY6oU*HMW%2F&p5tHVOj`jbE
zn+*0e&Da@OCRkDbh8rZAGIe~SOq>TidCSnQ<0<GcK@<=1!fXYD7V>B0JU|nH3=c3!
zvfpECaO+?f`)`nO{WY8>P}_pJMuN2;2xFm#2_jMmF`Pt8a4thF^e@g5Wc@ivY0(_m
zz*Dyh075e|9hm|T6ExyCih~NE2MSHJk8U+}mZ11UhOc=J6U3k(xahL>14^0)`HQmz
zeg1c|9VUoi6?&E+`M0pk$=Flx7t;a)BfB6Nu!qE&0byR+H5aH*ngV!`4(6t_X~q}O
z0jdE{MAtnqRE-!4d_Wa3&D;kj5TY*PEJ5pE41x4YGaM#}-6Q`OY^Jr+B{@rw_*Z}j
zJP8(r2$zhxgqp+}VC3p(Tt~E5D~we^T99slL`!a3mGBCw%N!=i8W*hz^jYGw1U>)E
zpbY)T3}FQndyJU=yZKAq^Cdn^5FZ+|fe~2pvjiiT#OtXx$6<nOJ(8RNj=3}uU1R3r
zti_%si2Y;0$P{ql;xHIMY$7@pahM>SDfBEs;$Oqz<~dA|W!z-VTsx0UfI=+7#$>yQ
zVX<ck5`RD|&v<Kw!vyKhL`xxO3G)04<Xs(r^h<k~pk)>#Nw=^O)T14kV_Y6L<WL)B
zs(6QJhZ2J4#5Jt{Kx63NycOv)GrZ>KxgeBbNkfo03gMhEWPO9|s9<723VjLgworqr
znyLz|ps19e5$nG`OVIs~Smn?l&0~gw+?u&6{4ha)1CS5{oTKiiAt>e@mBw$>urV-;
zT%jifo%u6l$c4D5h<IfpA!^L6;Zz(cfwd;}g3o6J=eh<F13WTCi)iU9S#&YVwf1FR
zUl_-!4!$(mBF~QsUXh+*Sow~n#K7Z!gypb?6H9-XU=e2tnty7x!vyi6J<g+$vjmBM
zn(r_{%WK)Jna&$ll-UIr9-YvsA#)CMaPHhu63!Cz`JZTo_>cSL(qdFVzYou);KKw}
zKG%Zs6BNb!A*@HUn>tGn{|hO^T9fqxsh93BL9^XfP{mYjzU#qUtb*xZ+*yLI|2JCG
zF$O-c8P<B;?WGDStpyw=sNW1b0aW;4KH2h&%hB};se^@$YV^c}&5(PRAoC|z0~#R*
zq#pDJJr<<6!vtM=gTV&MU9xZT7RzQS%ZMK)yYg+Jvjp)!EF^`sc@|U*a;a3xNiYsD
zz$-S5VDSL=JT$<})Nm<=3r0|ikcGnpK@esPoH2V`+9f$lko-r;|1tzeXIYfW1P!}<
z#!W@$M3(e0K{gwKOyr87BDiiHTn~WQ!pzzt&l2?cSE2d^`Q4q%vOu`*0uqJ6YAE=?
ztxI&6U<f}8J4-NX&cg&T;xNy`LdcCni@!Wekn^u_v%ztlOv#4}<@PH#65*B+NVwQI
z9KM1GyG5DHb)~U=?(}xEJ`_UWt^2yo&ML71rr-YcS%R$pa3vdy1W*Uew-%f3LyiI$
zm#+BS!aVjE875EWD@=%kl&1|36D;B^!3dPXs-yA5r69mk9VSRb;^0liFc*-8D4MBR
z&NY!^YQ?p|riQ4aafRnELr`|Ca_Q0^CRoH-f}a1~Y=;R_Co1$TLF(_#cbFjVnC3SK
zAR-Ig%2-4Q30urrg5Yn)d&5!IFIlR?1T*)W&<q`httdz>IR(6?5Rj7MwA8cUEJ5qv
zWNMLcBNb|QNIRlY++l*I;M}TgAZNatR2>!{{Nz2A6<+B9pw>_YQRIEK&%eP;@>BC`
znw|H-vjx*tGcI-K2O&c6+_aA_LIDg+B$`a8Q|<vV!v0WRxpE%mgbG%RK~YrP_nBo4
z1WEW7ythA|f8zx>%t4#^fEEox=~fsvr)f}XQp2SrMv8P0_$qQZ7wiXY3o9jfk6(|Y
zYML@o0qgH}MqPCWp-ZkB+DbS}koq^6hiUWz$Bn~m?h}hgBg~6TJvIdObbgQ!>ur#`
z$ioE5A5xrTb|D3ULraG^A>5B+!u_J9ROG#jeSJO%=f9g6#ai+4(jF%0;wy>^z_W{M
z@bnn6>jqtvp8r=TJbaRW{*${j@-JM>J31h!TKF)*aF$@Ktif4=+mw|gdAmzV`(E3W
zmn0Lp*A*od9yz#6NwnZ7!pz+sJeWJ>Z{X1KlFVi8dkq}QJ(=6{4<(Fw(qHb5!6T~<
zV)<@miT^YGhK~}Zu@e91eU#**C^x*!WgLVEi}Ehx+`&XRd(cT_uA)n1F7K*%q69I^
z|A@BY`E4a=i~kKq;rUl3{%`OZRYyL`AAgGR^S|L$<$T2dypL$BJlobnRB~*YGZ%a9
zwDmS6CB1e{A6Z{g5@n{;j}OA!`sZE@E-Bfsq<wl+tv8`^wwj}IL$1b4%5u|gz~O~D
zPc^tXpQ$|-$5jcJ?eD^Gziiz(%2B_pv@}@~el(al@5}u#OYVibS8f(D_a&WrIIhxz
zGWRLz)dMUlgGPJqwRcHLs&fA6mC1^-`L9PEHey6R_2Tk8N4@RRqYkPcRsuIsis2*b
z(_>3|Z8M^(KD~9iW^`?uPj@|POqwostUfqhQ_uUMhgH`{;j?W<j~(f4{0bM9@upwD
z(MQ6B`O>#bdfe#4#@3|A`C$WL7*{_wT{W`(k*)u+Yr9>0?poTaU+0pIx81GX9#0N^
zew9I+Y`eoIJvZ8Z=FUBzUhe6x<9F+_QI}<^#@;;P!GmtTdcu$`cZv=vY1Q?|j>8p+
zY)cEIBi>NwGoud&ZaSBe&8=$Tr<HT=Xs^CIIV$Brb=t-G@jj;|{YH<ig&cg6RrOx|
zM~|vckE$P65^e77TlX#5Je)-BeoJjB$wtFjmc@DkaV*9@E(|Of9K(`%$2KJieoDbW
zz@hb3BggPTI2LqJ)wp3Lz0w4XH8r(0v6^JM)Z+td@x>}?<5g_CtE@}cmIP^v=Bq-y
zAw(6&%)jJiPWcz`l7oVC$l-XFj+ssJvLT)>;ANyBE{d56dEbDUi5w)&XJ#S?mGhZd
z1TUi{V<y=u@IO{jR$3jSkd$Wc6?G8YtJ)X~vXa#qW-j360$409VIByJ{~97+P@&P)
z(ZTIE-@JXVoyLx?8JbpT6FJz+>8XX$3@P&ACrEov`FHTntoSc<Sq||QeYh@(%94_@
zipouiZgDUGpHyN~LUf$Rg~q!8?MmlE(xP7FO)_9yfVjobfkH_`5Nkk(obooH!y*lJ
z5R^PRWTiZx4ncmrET0Y>6jC~WzDq)fAa$8`7B%|?pEaaIU~1;3teFf}5%ZWel#8>E
zf%Un`4IWtro0C~XztHp=+QI_RBWhp^{t7;l3siD}DM)7Z(%}?=9#I2Z&=h<m7Krge
z6l~hTNaVy;Ez1%xiyMJ}3-C9QlU1)QfP#e(FsIvj_?z?6ilpEY5-^BOPLi_I!^Mgg
z?G^-42r>#h?=id<$D&NfVo-YcLBoJ4Uk}EFjvX^v7o((p>|uHs{YQ@&J$C4rs+zQd
znlr~kx33y^h#%xsy5I2naXY2Q_8&cR%!U8!*t)Gw*dkq)Jd)HL*k$?t8!gwW^{uU1
zFVbBI@|ji5#h`AG)*Kb)gALwt&M{bkHaSl@h{=3pPc}4T3&^;1R7^HS##GL+&yg{e
zRl^Hsbj<j#%|W`qHdsMS7eTuD;ll#br5bA30@CFm3V(NS|Ni}|#^D4Z7O9L@<XOic
zD!I<GWUeenOfsHBt}8sS`7YRBNNWSp?6r0J@ZmM-fn%$VTBH~kMA+%e%{t<)N0#5?
zkB8dV{5EgiL2c9D_xYpGN*iqc{k$Igw`ucUzct#lnH0@?;Dm>}|G8uB`}hA4l?@v3
z?Ywzqm(M$({fWCh_vgGXpPM(Pbn^Ja-kUeCYsq$P+RT_-eqG6ksMS85drVlgoaZnN
zLS}-loHc103xh=Gh?>E|)FNFAMJ~#PHhHYdsB|8yf;i?{ZIV?vXL*S@wSGX6|G%>;
zD2K!;kX1p0azxFtDvO@^c%<@VSe0kCViidC4kdAZ_B9k7B}iw9xy!(QeEip-@$bEk
z+H?E&UVCrOS?|1c?C9?|f9|@Yu9$Pw6+>=(tNzl&zyaG{Gk&$d4;Zx8s@FvQwtcGO
z3tO!-c<{3Qu73Wi_a0pH!S{ap>HdhnbB=m;%Pa5u@y$b`SFd<>ug{m6K5eazojade
z-MZxOo2~Qg8xQaK<V(-&({A2cC0n%`v&@#$*V^jTv&+WT-?98RzkdJE52Bl|tD3sf
zEl+%x*k|68^L9KX*|Xw`Wm?T@cjvMv&e~|_jt8`9b?pwPo;sve)T(#ekFI%Yg|d#b
zONLBeqwNa)Hs0ous~@^`gO%F;`EcTj5r^LV>;^kM(Y@7XC!cV_Jv+6!XxRNHo!9f~
z=T{!O<xM>XwB7mIt3Mlj$`2b=weH*Mn=|@%`|s4L|L*vGY^#k||G8K1tLHu3y7l;I
zWSiwq`tz}ejvc>A)f3mh{PRUmp73SYK7aN(ed?22SM1+4y0GWQYd$<{<I6vod}eCY
zs{4!_)@AI#uLiVzv-eipP560*)sLRrb;n8T?|pCI?OvL<!>Q%tYgVXewN=@2%U|^7
zRx{h)HmLffOJ5j$Q}>Q-UpRTor+cqI^Oa?*hjm}Q+ug7Ha`$n&Zd?D)2R1qXr7u35
zwERAQ%$PFc+qzA6TDkJ7UHVP^c=wKvRBnCeE}d_R_Fd=XwRigIys2OP*fHLB^R>Ev
z&~Nruw|~Fs`ZG`3VBRZxToXSte%ZLhDW^>u_Q(c%Z@k{Kmwnvp<$=>C?fmayzuwyG
zj*<N?nzsI<w{G(0*`02kF@D8a-@Je1j%(e$(w2Q^Twm9*|CXQ3e1F*8?`{6VfU*@H
zPh6V#<Hn1gJoB&}Z+~NrwTJheeEL?u_uTTS=%XFq`enI$UcYMXUnjKwp!KVF9M<8t
z$8LRWy^0r)J?ZVze$&^usMXMt<vM-Pt=(M{#%y(5;<Z@Y=#LxA+O{rP`J@R4mdxAd
zyBj7xvCa00jrZHC{m-qgxq64+-#h&Au6NETS>fr|{@gaYb4uHFy52ds>n7_?PkgaX
z`$tZE;fYTU98opA-RSfg8*KCWj=iIGKJK&mp>-8QFI)fFwKsfV;w5YTbi<!JZgSOD
ztE~G$x3(kRk9RqG^|sG^(&z1Yx1D(T<0~I{K+U9EXTLsYdbj(>AN_Klz2}{t{Oo{>
zyLFkgdvxZurEA|79X09P6K;B?^zklRJlTEh6JriM@`TN|S^enhlgdtb@LzpD?Q`vq
z2c0zUj1A8`W>)uCmm9FmY15;@rRxp)<L<M!i*0vs^v3hYcK-Fk*B&}@`9FVn^uw=@
z{QZd0^IqPmZ^xJa^ULV%=Wbcw`PWVF?flM(qx#?7YMuJF_pbiV=@0gO<e}fn-|KSs
z^A9~xIr@ylmYX~N*MS3X>-+7$XMHyMk3LtlnZEbl^X~ZX_+vI$=g57Q+4t<}wTI07
zvEtxidrmlK)y@BX;>4SxYc^^>w%^mIZTrn?*IoWcqFbv6D@I@TX}f{%^@%<Gw^oUd
zTbFD+ugB@XE;D`kbvNJp%RkRO^|u*cp1AB)hhK7DmkZ}U^S6_KoW9Ju2cFz}V%G=v
z*?RnHa|f+Cb=htQwwrlEa!jk6r?2?)j6+vmcIR^riw#<K&62Jkjz97Jc0HHfaQg6_
zR(y8+kgJxzWBd-$n6{g@`s2WM_n&Y`y8Zoazdvw=n@ZYE7}#ai*u!VGTX)te8((wA
zuyubuWzFi-D|+mIN}o=rZQbM4L2Lb|>r?$tJ16$xYP(F@ck7$iy?oFru@g2QxWPGh
zKY38?niIDvyXy6we($-$%Nv}(!PD*1CypI3a+`_QRPVge)Qw+mz3WCdb~<d0SI+os
z>n*lg>FUR$oxk4s^kFAlKXBYt6JPjl*!Fj<@Mh~T&s@3h6IUN`&A1mH`()d>N6k%E
zyma;pvp=bvyGn<Z`#;{U>cbC?zVp$0s(N0u=gb|p+w%GjLr)+6czw;^YBnhS{-P`Q
z+-BqMyRR|r%sU@Gy1M^uPrW{3MA=<y9kcu~UBCL*MqhMVdD86ZgJ&h)-~We)C(hpG
z&|mI}X5X{T+uOh0YE-AYPkCbYf4}|Dkz3rq?3S&rJmI;=yFYg2V@JH-_S>O9e_cPf
zenS1z^&i*2TmM4+#r2QX|4{#B{fYJQ`hP69#)OK#m%hJMyLCrwxLU^>+r8HAxRW+|
zxc#|PdJcZM$Gx2%Id#oPcbRq6tdX;Ne!JopTRhP2fi)iJyv3B`|L?es{#gFkW9D{_
z=Jx3_s6(v71|1&kaB7FPT@LOtDz^DSKR^8BlRak)d-9Y2T{Qj36K*@}+cjo)nSI0t
zvB}F!UVUiCp_>h@92$SA<fVai%iLaZ`>MBhAJ=|d*|^T*x_`g+isJ`Nc<iM0Pe^Y#
zr1F{FF1TUi({HNXef{0rzS{HEV_!Y`)xW*ESEno1>l^E_{JH-bbi?4g2St->6MLOM
zqTluB95H#?lXpKgbVNmJaOxj-jk#;{yT*+;`}L3C82rVJUwrk&TdzO!#^_tm9(Psc
zdKEWStXtW>V$(xAjN5qJcjMMNw9UAW$6PUI?GJx{{IO@!Pp&?5$}_J#nSAulnVUR1
z^6_pn_IvW3hyOUQ?IS%Nnf>VGnL}rcyY!&5E<AIONf$nR=`+Wi8Xa-cDvxdW$efuM
zK7GU`w_G^-+yhQ{Z$h7w=k=Vo$)A<2S8m;Z{Fw2NEc4|uqnCeb!mkr{o$<(oZWF#f
z>Gg?coV4!5Z71G4@#BfVoV3Zr&J%ZBp--p%S3P&NLpwjU+VItm+GyL=URiCWRkzsq
z&Gk3ywL#Ci4KLW>)sob@J9K<)wN*OzTJ@oS{JDL<T^{aVeM_|U>5tyD-i801QhQqM
zi62f~?b`Fl?|Rd&*S*|%_+@uoUw_ivLq9!!&GXN=WV?&D`|oyFZoKX8`(5z&WA;6K
ztCjz8!}|ZX$sQa1wCfdp-yO8&;0OC2-*0^X8N07D^y&d0%--O(?ccq$efc}@%pJP(
z_GP==w(YkQI}Ltn?~R6jddZ6irPoZKHuk^YbzXg&)yGY#kEZNCW%=FqdgZ`Z+P`wp
z!L`ZWcRq0Neg_}&*;=0+`q`XU-aGh|;Xfa;_De_J_|)~EPQCb+qjp?zTKc9bH@|ZI
z5B>MquXo?y&iir0Zbx0-?((BA-)q0Y?;QBf-`^R$#i|dqdSK|$vw!XP>z}`F_`?$`
zowU+29sa)3{#{R7tIe9bcYU_Y;I0$9UY`7Q*iFOMKIqu!v7awJ^{%H@o_y)`!-lT-
z(!R*ldhznxW4D)$TlM>$zHjsWQ7a}--}UrMFW7TP*Jt`YbHnbx@4ni!&88i7$V#7g
zd-a`Eht#H|ac>!!9x;2wEpJ@?#Z6zX{KlDYp8nRrx9+ZJ)%G8g`mfxp+xp#Vy4}+I
zgUi;w{OQZDzkJGNFJ1Qaz31$A*F7)axAA}1itbzEo(IQF9y_G|^RWjV{?lQ%jGOmy
z)n_|@SoYO_pBgu5&a%D!*6YSSrj@_@);ssTdCUt>%$#$|bLZc3$>_Vj{-*A!|Gky^
z>E~~M9`NfsuRnbM`Ueh~+~?Kz9(m~9C^>zdt6~S1J^%M__I!Wy$4=U%-%;IbyVO^F
zGV<2_$L##gcBkw=Xy+$KOx^#JtDnESDr!^pSk<^)J0HB}Ve7md`+e)5?`}8gluJ(e
zVbIx6KHl@*p7W+od*Pp-obt(6|6XRFyGM3A<=iu$I&00dUpZ@wPQAMy)On9?XFodn
ztkK&acw+ZA9yoQEQ;+Gi;dyf>KRx-u4e#5qd}Pf#YdrApBkr5|<7HpQH~M&^gLWzV
z*ZD8socQ35GwwLG+cv#-_;TyR+k6#$vF-nD|J=4$zL~ylTI$4$Rz3II(xGLy_x%3z
zQD?vN+JAn&{qXemU)}clOXvLW{B9TiQGd&`?{@yJ^tY+M{q3WvAFlnsUoP%?{xN-a
zEW4#*bn?pcqUfO)|9tU}&)fD}dGo*T)N5+RDZRTKH|Cz_ue$ZFQ||0}-LUV@dFSen
zAL%z~+$zx)|M_Upj<+5B?Wvuj>cQ1d9r>@3!$05owrks-ee(qqr>r!k>xJcio89|@
zabLXk?Nzf+T>a$L=j`~+l~4A*?b!2<{_c&9P9OTeDV?S~cEkV2-I>5?J+A-1ETwE&
z4~2%vUb8&2MXPoxdnjdAr8HD%<11VC<#g<X9Bav1p`<J!DSP%(h)#qyO7(xg?`Ni(
zriOXUc)k9=(^1cQfA9NRKG)~EuKRmG=RY#CbC<3!bp5jFgM%L)ch@6Lo*eQ-!xsxD
zfBeFPNu3`YH*VCEQ|_<+(aoRyykhK<PuC83c;Okd-@dQ;M{mA&$3@k<x1ap;Povkp
z{&jS0#_ccO6}x*@&plrrwz&519s8xdKl!D>Qw|ziF!`e~7tDKn`A6gWG?_E5d)McC
ze9-WVQ!lxEP1}}7J>7K7#V<8@DDRiTneV(X>)lyzjXUzp#{C9=HRSytKV0+ugm-=%
zdeO`!U%c37;KT)^zItiGem{;Hvod|j#G{Xo-u+_C$3wq;;Imf`zv;vJ=_`9j%f_$h
zv%F`$clYg8KepH6VSQKqHfy&r2k(5<;t@5j`tqv#nl8V%$=V~n|8()vHy3W-phJVh
z8((-sZo2_JpP78behcc28FtW`$ItJ6@gLK#_@VWZKDW<l-0;wmOXj}z^6B@^xU2A<
zMx%DQ=drs_8FlW^K5HkeyLa}a$5y5+>H6I>&7Zm?YsCqR7JS>~s_4EU3!5%{WY76~
ze%yRv^!3^km!7h`&z#W<=6`bHhwsmr_{EYh=Jtttt$lvd;-`;(_TQ7Q?Rn&xBYR9*
z@xgZszaR49sv(_Pbe}qXVzs)rJ$iGUYR%?UoBI8>)n2GyZS?FXKk0kS)|ccqIKF1?
zMXjq3zG=o~MIScnl=1OCBc?Z<di(orcI$i1`^yHc%8ssTIepKE>wb66ZEZh3^~8Vu
zUcFoM)oC|&z318POJ4ZbpxXw|`R#<Q2DKbr=fUI-R~$HF|LF(KI&|7WZyo%4<0B7j
zaNyww9Ne(+14%D*=zPKn9on3JW}9vwwRoq~mmOd2_(Au#yMNyOjn;G8cj?;m^A;Z+
zKdt>Mcg(%wo&WTDvEPc<hkZ8xg@Pwfx%+}A-ih}AeBh+>hIXl$)-L_v4rllH*PdOQ
zWIlJ){Nca8HfWd0rw@Dn;@30YUfrQ+m!<#OVP38LM{d5n{j_iD+<5#~$-6w>{rR?6
z4F2!X-P4<#+vkK%r!0Q!`S*W&<%&OEyXU`Oe6#iE9VgCt__;@>d{X_w84neGdO>W#
z>-}yS`^3;DE9bAc=DR}{)?N6*HzO8ziL#GB?f9WT7k=ITz4<vGH~97Sj}O}ap-DHL
z`kyn8tbg>1?|z$K>yHjUos@d(i;wL4_*SzIJbB4uhmL#ViAiTfFXw!-c+!C8b$@7d
zUXTC0nE&oK7i6#K*m>zMw@v@}#xYIjtQxm+V$<i}`{<IVAN-?m$imwi{n+il-9GrT
zYtfv!*%xLm`D((bsjE-jdG{gFokJGx_thl>$2NX=E?hM^d(aQ(Pv7m4{eQ`s`Sa(G
zyfnM+egC@Qz{%&;|7h4-OZ#8Yckw9;f4lRVd**aI_{*=p?|jX)Qzpcg=CAnm^M7CT
z!;%II52=4h{k&%1zSHyc-<G}p^Zy<@=+}ww*MH{in@;^8I_JqJ*Y#O@>wC}MalqIe
zZ`^m~u5(-8-etRk?uy=jJ2^RRZ0fA!rg@i4|MlACJN~fs@7sUA>*~61)LvM3PM4q3
zM;-K4<6-yx_Q<wvx2<_)zwLYO@z|d4>~`Jm6K}owmIK>Q8M)||aU<Wl^`RM`zWMgy
z$%hU5EO!5((;sV{ecY9!7yY+z?6|S}kL~b&_c^N`ZTk2J4}Lzj>tpv7-Q4&4qWp8m
z_I)Mq+SH4qJ}ch*<FYmn6imK#%=i~~eB_;Le>{9rw-w8Gy7I=yI`2QLQKPowI`(_z
zr~I8Kzwyk%p--N$q{n^rrrdCMmsR_I_RO5-M<zA8xnr&Ee%<N99nY^le&=T&`0R>q
zZNG1QSnFEto-KOlrk1adoqowpt9N<%wyTdj;GpaJeel&!ckO!L8TWiVA+O23m)w5V
zRl^>RzUsGn?9`@jeY$$(sZ0L%=H73uxo!4@p1)suQp;u2)?B$`o0U7gls&n}%#%i+
zx@b^rbl)z&Uz7L58><g5?DEIaub+D8#b-P@<Ch&CYVvep(Yc2ny>LjqX7@I@w`=c#
zFVq?O^t=;~Icep$?;U<$xAUI(qHDpp-aRMwTRM4{_eZ^Z%Oz<K4!CH}sBWKrIW#I-
zGHK+{%ynO_9kpiV%I2TUy?b5qk`p@5{c7#l;nz>w_ok7fUfb#1eQz9m*Uv{R|9#Xg
z$22~y-Q7LD+I#5QMXzo%=(xLfAN*kKq2}kN@0K<6*B?i$JZHdT^*?LA_MSPXw_i1E
z?b~;^8F$d#ML*2F`;wVse}1CLli#jgyte7O!b2J?Yq+dkr-LtSJZsyi@s&OApVaZq
zhD|<L`rb_`_Y_{A`+jcQl#8CpfBKA(cXU|u&E<V}T0C>{&e{F5-+7_VxKn@XwciP&
z&YnDY*s5Xme|vk|BetDV`_%1DuYK|E&5js-Wa?or9@DA)*fYQAGVGMmC!cuAGhGim
z?VM9q-F*GnP9w%%xA?j4S51EYkF+cQIBxpgQx5z1klznUJ1n~B(bpcWJ!YrJ3m!jw
zOqX7}_gd8Zl6McAGvWOnA7(%CzyGd2>B*LJ->z14-s?B#woZMq_da<C<iB5ZSMP_<
z$;j(b_;t0Hj~dtQ^)uc+<K?FxdusWF1y2p_+w+@wi`!qg&xK7EEnaxQcfZbBKDyhr
zlkTkf>>F2~J-+MYiBIo*`Ru2bT=P!OB{MELyj#E3(Z6c^R-<FhMkl;@`A*x`yyDR-
za$Ajfb<tx#d_8WL{<nPcX4ezuj6QZ^!#4)KcFr5MUdx-maM!DLJ!)j#k%v#%qwnnY
z9Xj98e*4d!9{kAJFaEF5!W|yz^vIX9P9HaP@-vxBcKqsJx9oP`-J>Qpez{ll`tTPo
z`|k3IwQF8GeW#0$zU<K38vSx)(?QEF{B%Z2bmfBKd$jBPMe`TVcx+gc=O16(sppOl
zpE|M83sau{dQJA7OTWHh`M;W-d1BFL7rZd>&PfM7Gk*15^Oi50Fz3e!`<{Dm$1~5K
zR8Z7&a-U&E->jX`W7>!{7q70_z5cN~4F7uN?60n$JhWDiYr6EkbL@T7XFWW*X8p&%
zJGAExx5c98pSbP)@78s_@x~RMr$&!$eO`X!YR?^g!+?FO{eE`!o3D5)z4Kl}o1|_v
z@9}Mqe`U{Vr!U^>>hWLAU0HLhk*Td))cB)Cjb2+FyI0S)uiWv>HnGe0ORn{Cokp#9
zJiq1qTN<=K{MTKl59@!(MJLyIe3$gA3ftCuaO8Un-~AxD<I>mvlh<Qv`<eBJ)>vKr
zksIHh+VqvB3m*J=-+}p2lf%wDc=(8$+wXPY<8_X`dd#xjSB===j2*^b-~IaEJ00@y
z$qyIJyk_RHM;tnKyFQJsx%}idA0N2#*(;x2@agRH?l`~GfS(rp``bkeJJ0+2yWR_T
zod4j$Nv|zA^3pxC4*q`Y22?Y)+NI_Rr@r?_?m_dL?fS~DAN>35hvq*tzM#&X`+eFf
zyZ-Y{7Vc3ab9{8@sfX`z=#rBkc>Kjjdym=voTR!7?mG935#wLIU>S*CyXA|P?Y6@X
zJN&Ri&Fk;FzVY49-O(ehPv*-7@8x}Zc6#5Yg=u+{&YC#C#lkngKJe?YKji+e<N3!9
zXuQ1F%6pbKT)o%t)BBEFR`1t?YwWe{!zZ3``IIYrUG?x)7hJVlgD(ykGkVX7XG}l&
zwM(vz<{bCtvHKi*>X#Rux4PBi?LNEr-XTByxOc{#BTvu%bja!!vs!$0<(fBYUt9ag
zogdhFZlgv=?ARzRyJ6S;`=2=Z#PKtxG?_4A^4e+H?>>6|dsE)}U&qsq{p_O#a~glS
z*W%L_?fU(M$s^BO^39rdFZH?j*RAiaUw^L`f4~0dR(m&P<J`2&$Fd8u9$a?Y57Cz&
zys&ls%!?Owf9j7f)|@i<>At;xpY*{^X>V^o=CeLOG%xCRPyLs_yKkF?J?r+GI_%#y
zXHNccn-MLy{=P=uyrX9BcE|xMk{g^?r+2GS4_50~x9#tDK6>4wbCPeI*yikMeP`C5
znfBxKWw|drwf`rD`&3^zqR;ea=Qa3c=kLGyzV`Qf)|zs~QLVSlt<^NTtJ!UrTsG~7
zubVwsEAOb0jXv0Muh+lIJ3n{t%g<lb<cH+bhyQW&k#*aSdSajI_bj{TiSGM<vCkJ5
z4W6)c#xI?JzV+v$wtKhMz*;};n!4xoTFrMqbk7~@oK&aV9!qY0^ycetO&$5&t!s}M
z&~wFe-Cvx1(`B<7_HNVYpv&HW{MUnT?eNhf=dAqb$v*ddbi@bIXJht#WWj@dMj!m(
z?9ngxO3wYH--o@1z4za@o_l@qi-SkBnfUF+V=npMBN<QjJ$vz<i@Wag!#!E|9CYS$
z-GBVzvM(+g^q;{!me>8I$I?AM?fc{HPksB}sAp2E6L!9Kr*Yfgxzot|uNu+w`qOTF
z=ITaYHK{kI-oyq|8tgJM|L*S3oZF<$;mccmHna1y%RY;CczEWIlg^$u`2Ck>H(A(k
zRKX=nsxQ3kmsge@v(<>AJxBZ}b>DN3+__2TanBFv-|nGRKg>S6(Z>gV{6ogPSv%d^
ze8B!c{(DKm^1_F2duz<?PcE5~Gk4kr14fS-chpZe{?v5X?4K`xam1um!)h+8f8EYc
z?=*MlcPoZ1YBS^52~QupVBBtFMvgzJN7~G1qozw%yz}X>{NI-i{Q8^Qe{Qq9=+Pw?
zzy0l)2b!O9$?WEJ=bhE;whOmvKdt-7?4PfA;i0C<w-4O+`l)LgUv}E7eUING_4?86
z?tJCmxmP}X%ux??xxabd*p&3sw#wLPb?t?<FPhZ!lB;iQwes@gJAHUS=lALtB<Jr{
z(5Yb8+(kK^3vbD}Grwue+6NvxGJ5&xFAJWW*Z$jOU#EU^+qYlOe`v&=m!7h=VE8Hf
zCtW|H=ly@=)}B9P*IEC5;KWJ)y=g}G;peZMyw%$c3)<}b(7iKGIqc%c4`1|t-5z(f
zIpgvseP8S`<djwS?Xdj%74=?DJtgJswELd=aQtBt*7p5huZw04pO*6e4^ytYzR#%7
zkJ`D<>>)*$?flWoareCz-PUyNNy8idXVF;$+aLe^k&m|?bm41#|8wrZyd8!vp78uH
z+kEia(zm*Qeqq1pzD2cGJ~m{?aWyXbZuk*1M?JTA_Ug$48htlz;iR9Q%zkRvyAS>R
z$Nuwk7Tt2xLC-w&d%Nbh4&7(c3HzTvy3VLIEgu;=`}>pUeE7`A4}I9>z6-MFe0<3H
z56qi?;>fw*9`#Q2>yb6PEqpTj%;wSMpX~SkdtY@}RC~%t!|Dxq<ClKFzx3AX_ji8u
zrH^(#c-5d)_tsdkLyt@T7;<&i*xx?<{q!%EZr$L5#{F*C>7{%2>o#b7li`!6cbWgy
zyoaZL`0KI}cRu~;h@x(DPnj||^IvPG{q*4Cga3G>>(VE-&%W=am)l3b|1tjDlmTxo
ztM^m4mC?#&^_w)`^S0Sz2R*rK*SqH&(tPiz#~CX}zY`6+`r6bVf2>}oM&2El?9;91
zx&x|Lo3h=d<6l|6{MH%EmyiD-`IEi2omcqHlj|<-HRHK;cXs~u{dcEc+2*qaQTKJ#
zTMT=Bht0OXLeHwCH)6vnvODc|tTN5Pzu0m5vrcwKNq2aC3$|n<Rp?~j{zjeZJ62K;
zJENpYTG4h+w7D&RrTXW8xu26zJ145VeojK|oT&2pISI9MqRQ*%B-GA{DzBfDP&+58
zynaqX?VPCc`Z)=;bE3-Y=Oon5i7Kz3lTbS+s=R(qLhYQW^7=UmwR57%>*plY&WS3o
zpOa8KC#t-DPD1URsPg(b3AJ;g%IoJO)Xs@2ub-1pJ145VeojK|oT&2pISI9MqRQ*%
zB-GA{DzBfDP&+58ynaqX?VPCc`Z)=;bE3-Y=Oon5i7Kz3lTbS+s=R(qLhYQW^7=Um
zwR57%>*plY&WS3opOa8KC#t-DPD1URsPg(b3AJ;g%IoJO)Xs@2ub-1pJ145VeojK|
zoT&2pISI9MqRQ*%B-GA{DzBfDP&+58ynaqX?VPCc`Z)=;bE3-Y=Oon5i7Kz3lTbS+
zs=R(qLhYQW^7=UmwR57%>*plY&WS3opOa8KC#t-DPD1URsPg(b3AJ;g%IoJO)Xs@2
zub-1pJ10uKpW}@!8~1Y(YUi}Bz@3Sio8D5#*$d%j^9tSh^(S{DhNh9r+T?b(;<GhM
z-$S+Wy{AQ$cN5kBiF>Gmwl*io_+5sj1Q`^$i7jpZzQIjegU4*?F4zA<_YDTi+eA40
zFi7RzDi)Q0uUJC8#fr2Rqw?<+OQ^S4k=Ej$+$)w)Z?Ph+#i;yy#S-c*R;0BUm4B~T
zLcPU`v=*cC?-fg^w^)(ZVpRUUVhQyYE7Dqw%D-1Eq26LeT8mNn_lhOdTdYWHF)IIF
zv4nby6=^L-<=-ooP;ap!t;MMPd&Ls!Emowp7?ppoSVFzUinJD^^6wQ(sJB>=)?!rt
zy<!RV7Aw+PjLN@PETP_FMOuqd`S*$?)LX1bYcVSSUa^FFixp`tM&;itmQZi8BCW-!
z{CmX`>Md5JwHTFuuUJC8#fr2Rqw?<+OQ^S4k=9~V{=H%e^%g7AT8zrSS1h64Vnteu
zQTg|ZCDdE2NNX`F|6Z|#dW#ilEk@<vE0$1iu_CR-sQi1y66!5hq_r58f3H|Vy~T>O
z7Nhd-6-%hMSdrFZRQ|nU3H25$(prqlzgH}w-eN^si&6RaiY3%rtVnAyD*s-wgnEk=
zX)Q+O-z%0-Z?Ph+#i;yy#S-c*R;0BUm4B~TLcPU`v=*cC?-fg^w^)(ZVpRUUVhQyY
zE7Dqw%D-1Eq26LeT8mNn_lhOdTdYWHF)IIFv4nby6=^Nf2Q2Siv4nby6=^L-<=-oo
zP;ap!t;MMPd&Ls!Emowp7?ppoSVFzUinJD^^6wQ(sJB>=)?!rty<!RV7Aw+PjLN@P
zETP_FMOupyXOV9>K|IqQQB}7*N_9M<GRNapdCQ|z$0I6pJYJQzJW8F87nM04ugY5<
zr8*u_nd9-Qyya1<;}MlP9<Rz<9;G@SQJLfMs=Vb<s^bxrIUcXdTOOr49#NU&@v6M#
zQL5t+l{p@-%3B_#Iv!D(<MFDz<x#5R5tTU}ugY5<r8*u_nd9-Qyya1<;}MlP9<Rz<
z9;G@SQJLfMs=Vb<s^bxrIUcXdTOOr49#NU&@v6M#QL5t+l{p@-%3B_#Iv!D(<MFDz
z<x#5R5tTU}ugY5<r8*u_nd9-Qyya1<;}MlP9<Rz<9;G@SQJLfMs=Vb<y5mvic)Tia
zd6epSL}iZ0tMZmdsg6ff=6Jj+Z+VpJctmB6$E)&|N2!iSROWcRDsOp|>UczDj>oI=
zmPe_MM^xr`yee;bl<IgyWsb+I@|H)bjz?7Hc)Tiad6epSL}iZ0tMZmdsg6ff=6Jj+
zZ+VpJctmB6$E)&|N2!iSROWcRDsOp|>UczDj>oI=mPe_MM^xr`yee;bl<IgyWsb+I
z@|H)bjz?7Hc)Tiad6epSL}iZ0tMZmdsg6ff=6Jj+Z+VpJctmB6$E)&|N2!iSROWcR
zDsOp|>UeM%{U*obRe8&!RL3JKb39&^w>(O9Jfbqk<5hXfqg2NuDswzumA5=fbv&Xn
z$KzFb%cE4sBPw$|UX`~zN_9M<%#xq-@&vgJKeXxZY_={K;7?3u#c!Nh|2wH!@gLyg
zCtpi`CpD}1XQ3LmI?2zM{E*vU`Jv6|&wn+wrDGQVn$d=zQ0>&aUmt(2sO9mUn#6xW
zwJ<-QAGORY$SKIl&&f*3&CbkA%TLaY6{Z*FW@qJa-wMAuxKXdiNf-Hpx~_cv?}8PN
zTl|}_+3SBs)RkqINFx4ouEp}nE|$k8!*6^t-<C#CPm1EdS{ekGT_U*B!xt}oli@eM
z3vNrpmz+ZwAHC!d!i`5ykCKaTZrfz|lHUv~YZaUM_0{y`4L|khPwA$w|BdSs6G=}l
z5#1(65heIjx<T(Pk8Lw(VE-I`Vwj&Jjo*^DL6MvJjosY5SV4YvN<mgZdO>DJN^W{u
zR+OEUmYiIW$LocK>6@C!#`oE^<u`!6P>HQ`>2_R$AIkFg>Wi;l@=J5PRARB~e>N~Z
zxmX_?i<%$Q%~AvL8`k*!`uOk|TV{MrAH|3AQGA3__poIt`}o)6Kbp!9%_b#fV!5S1
zrX`oOHsgNYu7A-5kv~Ix62HUUKd0Y-^K$wZ^vm;C?vCN5_|M*jpa0r;#>IdTzoNfH
z%}=eD{UvHpVExa&mi;B_03l(7C@DLwQD%BF|4T|r%gAVyl^TDX9!uHqIzMZjR{Z+L
zzmpnpr+De>ueRYQRX02;^`(s+vul*J{!^R$27G{=5`iI(c10%_35u$_*p)UB%f>##
zFYKnLY}U21N{p&oQYydv-Y7XUD<wOfAN<Y8Y?Pgx7R$^|;*Hpb*E3VrzrOK0vNxE`
z`Xy{w%tnt&eW}D)^lN=6YSQvpeiShLPIk_~-bMXd_s;X5oc@DdL5W`%yW573b&3Bf
z_|fV7N_8wXlb^m$&x#eKCC9*Eet{V6rGu9|OyyBJW}TgpA1g@Dj^)I%(sMHMfc=74
zL1uE4fdQqZhd214YkoyLB_lsQBO@mx7GuEl9KOJhYiDMsXQ!oRWMw92#C)IU8T_nx
zYFaYiPva8&$Dd5RrZAS9mc_;SP(~V4a6;*s*|CC*oXo5kKA(of89A1bo0gp(F}rkr
z#XCJGJ&V87GjcOhGYa@_T1G1CaiEM?N=9xhm){5Hf3X5$OlJH7>8Y{obe{6F^y&Tr
zcxF~cCKJwNnrU1*i|NHO(wRaUlgW-{GwBqb=kPd%)n~ET+{kriWTEz0EH5J)3Gn;S
zF;|+C!FtlN(^8m7W;(weospKt-weTXeqKC>DSIh?Xx#UMNb|zK>0UZMPAnrW*`;xX
zWPYWYbu&Fwm64T^$5hiZA|CKUCSomQDjD&Wg#q%ID+4iKM3$a|=+$FJMs9irs>nl9
zG1po=VIHE>d|oebytH)QNyQKlgwL5oa`F3lLBcH2??>VH(-|&YILj4hVgpWy3#MW;
zNIM+`BAHxQjPBCXvt0=*NKZpa;X+JIBSQ@sVXz548*Hb5?}yK4s^Y9z4in|VN`~u1
zUND`XTX)6<L6rQOy8~r%QANiW!WTD)HZBpYH*WQ*nSM?cA*uDot39Nr=cJ`#6?sU_
zg<vOuxx!yB>4+7lWMY2EFAwoCk+32~>o3cvvg%?{F-WitX3nLYSXe>)^VmRU7Jh`p
zGW8P74=Yl~8QM-T?L5?xh5RtW_=Nc!Kd7xyq;p|Knx&tH8T-6=Wy~D+3lh@k(lN^7
z3B*;UWLUqpkcF+JFixSLPfu0UX(@4=3hrBMBLIDH`?TaJh+2oihcL2DL>gZ)D+dpp
zV9;%98sPF5y&zSI;zNLr-h)gu=3<E=n@C;b`HC`be3(~CMkZbhh9MX1HZ>OxoQ*w*
z4ru_2uE~3VPJVzLpKbgH%){peAI4;?fQA0cD>=NLA_9bGDG_er8wFvdTw0_8vHVzm
zW=<?0NG*&pXLOr_A?o{i_yZAw*O>#jQ7D833;->FBd{%&t{PZrc3LcqlcJ|!e*CA6
z0B{;-b}Y)~A~9B(f>4nHml22x&>e1s4wXO(t4@vOWv0annNA97B1$poRO~n#_+=u1
zDSnfY&EPq4)c{}sRvZTyCnFB=dW{n2Uu`KXVn&%@G0cp`s0yK_kU?_OFe%o-gwkWo
zJ|~k4>m5uoITPDQEliv>`1|vSPdQ{}r={a&42<{iX-0`JD8Ec>Da5l<ViDI?<A}-3
z1yuyyFh`!}W+pQ@&=>-ZudrDD&hv9Y0<rM9LLE%N!rfc|&#{zEkd;yJ9p1@QqKp#$
zL?sXWH@uOB=7eGb5u(;M;;$op0*08Di}=$aqFERqV#Kyt<a##?Dnw?%sP!%+mliIK
zO0fr`rm8JgO+*|9c9<DHoPx-+ibam0p$Nlp2@r{3*(?;}WKdLwOA?0H+e|(y517tM
zm0KLT4AiNp1}wpLa`gv7bn)tA1(9>l;G+B;*6LeeZ^;Mpb(bJyU%?=`Xa;L8h<}22
z@(e~8JO<2#G-ODK<_)lc^?))#DM%oU$<&1=K|Y1Cg8q4oL2*^=J_q|RK-76@%nYyu
zFf!44ct-rs$VLws4wq!&!9KmLv&v(2dU$S#@6Ztb#bNow|NM-WtmYZL5Y+{{;<v<|
zbzCe6CRH3n;{}*kSQilL|6-|yOo5qX=A>el05bn-_+T4kfc0eYOzkoNOF?RBupRsZ
ztN`3(8HE5>CZh%_!h40tG0Hdeu&z8X8Ik!R$q07tqVaZs24Li0F+Q1(CIiw2P;G!W
za7|GzKeaHUAhj?RQpG1-ql67FNXx`vL5j@uG!(}&GWk!MgYYu4A~ofNg<HaBZU{OI
zh!vzMzE~bw&rmnKqK;8P2v$<e>=5%)90Jo5R<K@(nh>4^U@<B#9G1dZ*-RU|XOW_4
zE|`n{Q!}&GDnTNd`MRWRrjdhE2ue;S2CyOaSZXeF#(PC|B$R{rm=??-Rc;st%!=s)
z8C)_O=mlA@kQ82H+Kimft1JPuOlK^~Da$7QG9$nfn}z-G^?c|K1F1j6<kYZ8gqx4J
z3V1IswGfrXh#OgGHyNF0X&bQ=K7$1?1^|QB;YLhRRpE-fhcBoicrB0lMk?z{1^?89
z18D2~fph>9kZ^1?OTw3#mRgvZ%2b(sS{5?|X8kHUMchn31Boc0LZp#u=m~<)hxw#3
zeF!QG%>ZQ>0k{efN;FM|0>B`#e+Wl9G0KSsb3??sSTgpdyrm&bjQ0u4t_`Cz=nyd(
zFhf(4@nEB=aq;8Asd_`EP@acDf&nmnX?m*2iHx|KuVYD3E*fFrG%T3)X|oz35e>sb
zu!u5?Po#o$YE4f>sKJ*B%{+qN6G5>g0vWi6<>WD`6ozLKGJZTh3pNQb@j0Me{KJrP
z@KIDm{S8ipP*?}H&kSKU3<DG)z5-^5l@dtfm%*MH4oHw0dKo63jAgJKq-e}gZkQ)i
zNh3^w4xoj`orWC&T4Bl(SArg6WTi)#7J^UV6=tDjn}z_JI6CWvcmTEe7^lgCv?QO&
zk?{osGnj!3AO?^fUnc?*0e}j|&1RLUDqLoaL}U@j5l7_vMt%5S1}^4T(7I@529!gH
zBH=<{cq;EFGgp<ss~~|8ho&(**lh-OOteINEQ0Sbyb%v}Wc0)-MLbl1r2}T*1N?|r
zFjfABn#PEKK&ljjbzx%&L8>T8X6?KT3&4D#9fG9skN5Egb3BZS@E4Df&K>murF@n+
zz`Aj?!1eR6XD|cKsDJ5~xkxsbkwDx?(SWAND_Ew{nIXBDN)#rtnYTGE14}|(nL}Y6
zG6X_Q2A9S!TooXN(J?7rFTfI{WCrs5AQKH2hyykAK^%MuAByrNTC67z>(|Z^Gl~FA
zT{}9$448E$W=QNtyf_XMOv8o&qk!i|L?B7PMWtDoT0S-r+#YMmW@G`F*nlkIkAOGS
z&6L-m7GayXO%Mo~y+PIWV8f{h3W#MAXb2mC&u~$QS%zFz^v(rnkN`_ZdO9$J!g7(2
z2^}WQ&`#V$8@s{=NLB+K0WUBaP!aqUhp<%amGzLl@Kr#RxmwxKdtrPifyppL4%%jI
z(kXBdrT}Vys3AOO0WQ#12E<W-aE+L#h+T<v$ci`Ou1maPM3j{oi+~s-bv7x67t*mn
zKEe(l!RsgqZHjD0G^&<hAWp?VAR<hc&oMEP5S+kEz;Zs$cR?4Ff$3#ol9D>IAc##C
zegowrrl9sr{GW-5axUG0lmZ%ZaDW%HV`*FhQEM)EhiN7mGa_a6%#&D$Ip*LQT1OzK
z=mRuh;)T4*JE#Fx5&Wpo&m*Bcyg1oFM*f8^xFoiU#4yGTBw_GXXn6?RXF3l^7Q!)M
z2aCZMg1-w}67mo`13S=KVrB?fxzPb<W9m?M5X5N~C?%$<rDUc@SqLl}6Omw;^rIK-
z86ja%Iv5^{(?FKE1VkJCnyg7BDJ)?rM0CweFyY&zC`3X)2CKjU1J9#41t<}!85@^&
zF{n!e1u}^L0d%<pwhY*aQJ|+m6*tl*2$i@_pi`Mxu(n~|L#)I*;wuAmQIJ)x6mlg|
ztT5mo&KDe6ij&Ji;1DdvsDgg6DC{qvIT;nxxd^O<%L>@&2p>k^_<*<u;gpaNU??Aj
zzrBvOi78@~Fg`9#aS8{vW|m19gXb_TF%_S4+FnkUS&0029Z-U2V1MYDH-b*EFD7D*
z%M^-%c$|h6o7aX+UQe(h5|E$xfU|1XT)-gBH!vbrXF^I)<2jWBG!J@c^Js;US*;ZS
zf)?_o{$k3^7l9B$B&(I%8V~ca|73wx;V?x$hR}duY{5X~=gboUZcG!v=5Is~X2L0X
z4CaaZ0#smwaBIfFhZxr>5;rqbBCV7aNjDG_ULfLuHYT58O==oaW_;jHSu`_b)hv*!
zS)LOYnG&MTLY810uM!8fALbr7GXI9c6P`juL^6bMvkvorK4{S7KLdf~DEJJ5Vp7mc
zwFc0DsgNm`tTSQr>0mkU1kQt(fVD&kpb7SeUacYlM@Wf(SZzLdNW=scjMTs#f6E)-
zpUF5J=7CkhN_k5*hZccL!;FJawNl8uYE=~RLM5<1JlX#Vs(C;z42bs#%9tr4(udOx
zGR6ma1Z<DMTga3FUJag)<flatM@$M^mGPhvgrkV@_B<q`?XzSd0ip2`glCqU&(tVH
zngt>g4UjZcp%b7;K>3$S00_#(^#Wccaxj@Z5^xwK147?%(%eWy)*A8u6hMP#JV$I!
zfMt-9W3k3`S$;A)BX;p+STp8@;S$4W8lZQW9~WksWGf6rpeD)G7BpVX6bVV?Fl4Pl
zKx2|oA=)SEqjzMAA4s5FJ=kqj$1gxMfte2@8$L~}K%jZ(kJr&DYGb8T4Png$Z9Igc
zJ#dqchg)#h7Ls|Mt4C49A#%8S{v*Cd3`53);pK2iifsrCBO)STMn(hVL#XhpOw-!1
z1}oZ;VBrMR^R4+Xiueck5N<55kOL@wtjYuzMKYuo0(n6;NL5TgHIWs324=-ZOlIm}
ze8ze|Q^Cco>ci&@M%aQ3fdTOglP~}|poT;QOh9qu0gPqj0Ct!l2`92u4WTe4p$*B6
zwL{7hkwh4VPSip}p$-Zypia#fL_ZKbpuN>C$T=ot2BZuM`5S)#Vyug5>6kRmT7VjG
zX~spSW)Xf9<g=uK`D%_##X1?(E+eAQzzZM|77j=<EaDGEQ>y{!9b0vF@w}R(0yD!j
zF(T9OWN4;64SkvQAu%ijiJ<@{0O3aDdRz`u3~Z6tQ=udnI8p(sB8`mM^HD4yOFZ!{
z$r6|Foq)jjd?Az)Kaz;)?_hx7O6UnO&p2tB(s%(-hy=hS?3l^pK`IUx7sBv{Olybe
z1jmk~2O&_PS*8(SB$U=QDg52FQnCO5^3W$QVADKj!d3!g4k|+Ngxa5;Z6br*m>eX-
z@PuagJk*Tm@dgjV;Ss(N8Gayx!VG37QsLD(_^<^O*gxyU8en@G6{}@&2!ZKX8-d-h
zYE2mE0%AY`6oMCEoFr`6onr=OjN2B|7hF*2!8ZsXkx;7Fn)QR}*mwYs;2?miT6Qqr
zLz1F`M2+WoH3o?<plhf&8nrkF5e)_z_&<^nLkqZ^yqUZp69NW%gxug~W>9Gnwr`qk
zeruke0UHJb<bE1!9Jd3R5a9wZKyzR`F`019q>&LuW=4Zer&9$19h8e@HwDf}*e}b&
zALKp0f~63`FyYL|8W$p#Gz1Y-RO522J3crf4ABnIppu0I3@ccvtHRrb6dVi3)jCby
z3njENX(LqdD7X+RAdirwfDf!ISQ@}Y|C6Wre2vZzu0=izm_n>kf~{Z_!!>m&ClM}(
zk4UKqI>s?s6PMyKl0ZGMJu+j=6j}1Fp-0n$$n&lMrBA_)dB-v*{$~}776Tu4g~)}u
z+wTP2uy5EOvlV_RE?@&hN}Us#=`C0olBHIL^_#|E<Ge!s-y9mb!L2dZe4g_%&dO!A
zn_zE@fgO>5pgTThSir%UKZvcx^4vkNQ9c2+QVk3f%GGL)RY*)MK~tyz+aak$Ot=)j
zVW&`trjdax`4W%BeCh(~o#*6`$S{@s8&McAu}DM-GsEUVZN|14jj<ql)`-YSwRk^X
zBj(ElCzDi@D!d=Hg-<a_Yv9NPR~DL?jRBp&9*VHRDS4lGgui7_|IWZ3O*RycEXWQO
zbsG>+)r7jH!HcyCtOOOTnKBcmrGE${Ksd_a5qQqhFhoR-;NePwAnSGsSOBV_&#KA*
z5xefmnUSUkGBc8uTAC&ZS`d}(3r6l_L2L3|W&tHNq0*CqP(2=ez*N-*Q|B5X#voaM
zh=;)j&@;t4mc#?%C8H8UxB>)){;$R&XT|cs0q3vSuz5aCP-Wy)r-uoGi=hT20fVqH
zJ&U$XQ#BwrD#cQEV*nN;+wplw+du@>YI_Qvg#W^nL0<ST<k|TF7P^-uaz;iHRBN#e
zU<O_X5kt0;M+*}~1T+;Sf?X(M;u*s-B;T}NB!J_1Mj@nvhbtfXGK-alFg(EsN6fJQ
zhoM+rgUfkIF#yZ8hbLizr7;1DiN<<>l&Fb(FdFTbVY5&NsRYbj{sMKyP~ihi0wEal
zu^^yK72)!Dl&`aXc{C&i{;S5(C=()l*!km=IE8}D=c}@!P|a3046jqglMcL_X}c;*
z6+}+1KxYsuvC%3GGZn*kT?XRD-|+|v*{DxKBG1fo{{vB3i$?pTUBHhN&169ifL2uo
zx<hoDDgyz|XxzRg<lVBYd{;iecTM4RVv4SqDvrs*%=$%w5O6S26FVp$E(`w+V%G)H
zwI6hIgeKx+!xBtK+J%$B68P6Tud#~<gbz@G0bznHfJ=D^)da}mPx=kcPh!XT7%TQ}
z`2jiO1ECUZ{Sz*RHpo$2gt*SIZWOSR$7iu&v@GN0LLoLFRD45D9H2!WYnEh-!3Zh-
zxo)foy8$a$Csi;cC<wr?_#{Ce<rd(i)c*>N>V#CVQ%0or0Sf_1c1QJ!i7`blh=k;b
zd0dW_lA^-qkPsd5AUk;xa}xE*a{~zl5M+sx55OmkuE)vquwv}r0EZzMI3yDIVfX@6
zn>k2H2}*b>1RI2)vc=z8KVXG)M3g|=2wi-UB@nzBiT^XTc+JD!A4|i;sSKLT=r2Mi
zpGwP&Al<r$@fpwLi>wuM#Er;g?0E2DvmD9~gdNriy)KCJP+=64wT#LuOp3MyR>H6d
z(x?C*W&wN~Pces<h%$}}B;Ejf@;@RqbB}MlK#_dcijV06;9>q3LNnDYG>2L0z2UJr
zBfw;KgcB+e1BU}>(s{yBFn{5Y=!lO1LZ*3yVv4b1CMu==MD#{N2Bv_>d>QE>F4GZB
z1)m5=$TAp)JRh-3*YyEbEfL`{0E5Aqs49V+5C{Nt-b0p7hk%1~GZ~|Z@1u9>Z-6Gj
zkc;7;tk!~xssSh%ik1-*(dS9bQKE!e+F?$g47QneI*{8<%$-3TBm!y2CGiT@4YbL8
zF<T2379KD$zeB+DQDi$+!(%TRsxZfOi8>CR%$!NW6f{C+)xL#2ARfLdP7u%tN}+^<
zONHJsqLhr%O$?&OwE33&09OuVp8O!wLJfueO!SXI$#b}nLMKqNYWa@!4ciC|&iBpN
zSQG9g?KXt!0VseW-PHqw0{i$9>NguC9vUBUQp7;SAhe4YhA=GwSqRPWZ^~?<ktKL=
z1H?o@@;>qa^~3k^Qh-Hq@d7^p09pttNCiT|<iK~NBGxhrmllSl$tK-q!BTanVR7Fi
zhWZievek!zBOHO;1<i9&Axikfnu*O=C&e=G+^h~L!uqj&B*UdeIwKi4X=M)*gE~M2
zrj27UImj0R*IxL8C0Wq4_e))r?;G%}o)G`t9FdKnDK@wgmdGv+h9s3x#7bDh$CR)@
zqMYSp{hl2%*a*RnH;Izi5*EgE0cLbB+qD9sK%Igqifq!R9MFud#o1v&gsE7EFyXLk
zZP67(1C$9aD8y_9D1tDAu*-_Ll562Y=DspHzs1f!q={Scw<QX-99s97C>$6+kugKf
zffZ5~!54YLzugwd7ZEpJfUa;s<W0U#n1l;p5*i^MAfp52?FcFj)^E51f-pO=LqsFm
z8T$z~nl;u(3acc!5UN0cbd6A$ITI{N2q*vLBR~chrD_`<Q`ghOQ3D3X$|clb8J`a&
zS^x+UAT>Z$qeav-mx*^4*Uk7?viSpwuxMw`(A+N+r3t`bO_(~StN-(5R7h^dMKn~C
zWJos2hs07WH|dU7{M=5*y8%$iaE*Zg6Sl(ya649R9mom~cp~x}?U4q^V(iCgK@^k#
z#DfVq7X3d=$~l^wy8Te25ynAiDFZqKRJo9;x7mvxY?TzW!!1oZAfGJQejXVTuUj=h
z+6b4%3nPVkp)P4HfE3Jy@(e!*QK<h&3H4o`FnggAUp5mk-6A>1n7{}$s6>eBBEBlo
z(pe=HVsO%Dp}fks6)c4ttsFNK)R+&}BwSGk5LbvJDh2%!{{rSQaV(t4*p=f^d<zxd
zHa4I!w~~p7V7elg&mwlLmbFVQ#B?(|G=d5V#l}uC+$e(k3HpJo^FHGtH-mOwT4aqH
z?PB3FGYe4ALRYQ_1yV}t$eK->A!LZt-moUb%3PcH&cB6f6%4_Ykc&y3g;&-aY(tdP
zdPD<g7gI0;M1|BpxD3b~24a=W8(&4y_Jb_4!hV=L;DT{l_aIloPObal8Xy5xfZz{k
zIz&8s;{n<TBtSRFqU$IR%qhs4$H+L8^V8V>tVZx?R%p2ekPNG~gn-qt7MoA{vdkZg
z!db#1DY(Ir<!JullJ@ps_oxu}1{&St;f_$_A>CzX1J)ArV3zv3<^CM<U&V%>DK359
z4u$o6_$eBN3uCofvZe@`W}^|_;`j{Bb~UC0zT-tu44hV^<V{9|V52IE6_~dmXE}rK
zAoReCfFm6@V&frp?=A)?CtsA^LO}>PkPdK})(W=6rYZhKDMU)?hOrLw!p~42uP}-T
z2GC+|*o(dcb3i!e$2N2XckBpkal!hirfdF*G^v0fF581_9|?nD!dR(Vcb^w)=fjW?
z%b0k$Tp!C|weiXba$p2Z%ITmr`2d&3(2V_NeL^l}Jd|tbqQT1u*gExZC=tUTbixFZ
zb3-{PD4Hy0af%(8*f6)iz@-ska8ubJI_C3C4)BpY05opbF#3~8vo`&OZ?ahVI^Rac
zB8-8X5YGC6Maw9L4ZWNE3_Vh-GAcT60*k}~$H7(vcUx){PXarU=|I+4zaVTEg((Sb
zNX!rviY{O+7UCSR96b%c!0aWi)c**#Shr0lwpO78rh?%4G`24x1@%I9fQ4fprW>vf
z5av6Q41^2_W7?o2j0eFp5~I0e*lfbOfZZOGJX17#5f(D_H}c;QERc{UBbUKG5R;`+
ztd*hMmOy&O+UaI$?|f3+v)<+2AmY37CG3a>OoL~HENnw&$-<l<;~0{J5o`lhV*9vv
zPCEQ2o|^??CB`EZ%0)O6WCEKYJwXCUgv-MIn7w8h(g~i^I|7)o3nRU(Pm9E7gb4Q!
zAQmQJHcgBOs1&}*bde?INdMQoT{~sIP;u-U=e9~|RA*KA1*8LEGhbj<)F#G>0cJRO
zgHaG85r7T2csN9h_oXIm(c&4G#spb0i=)EGhuwgQ`Ro7Yq7<1z8`8~mpt2bOfCERt
zA570+w5-P72tL88?O(X3i`BxI>}6^gGGi`*x}YVvHi(G|+{Ev;9X4%X$m9W-F$5J$
z)Csd9<_^AxFIY5&G+^@%M|lBNkl|oneA!3A4p=y{;FBVpQ2-dCAq5&zkVGL?4Dy*I
zbK`YUg5s0}4ufQ3_z&@l<(kyS(jrSC?tEnP0hg57+RuP`VL%ok^c}t-;lz|6A>{rB
z2IPQMp(}YY65}6+hJYbzcmLWeVLf=8C0Z271c4|BtEwXX<SOuO`LEqb5RMnDT`4S(
z78BQ$aU<=P0o{&4eTWINUjMivCeK@Z$`zwZoYU;jmW3%NsK9sag5ah`0)mtnV8Py^
zJoSIGQ^_SocrI_Jl6qJ$Ge{|#2F2050mzh!%AXZUH=|_o9~MDUiK$YSKv|)tg{krt
zY=IIqPU+gEXRe+<eAnKH-4Gm}_!mIYt)av|Op)FmR!nxr7eqc-yK7MzIwjMy@qol}
zPX-|tTmRxBjN=BKu;UFgjY}UV<}+Blu#3TkLOx^S(m1sn|J{F#yKzy&EVisP_^4V{
zyi9}<&?sh%prKf*)TuH-8;YzI7t`KYJzpX{Rp2bc`-3d&V?KPyZEV;IYsTuC9fr$Q
z@**=BEJasQuio__f`VI0f+D%}lYbGmF^v8QZllLTG%+NS6thI|2~p#$csRivQ#F=w
zF{@yhG9D9dO~XfQ?%BqS^Tmi_u$srJMLWnB>mfU1&1hAz^9Xcc+31*MGBJz^&EXfY
zT5QyqXqe?~RE>a83@JT$N$kUYfM*`@MFX8_3fSS!Aa_x*e!P({$HRiaz~vYmZo|6B
zXplxoKtM7C%|xJ5Xd9#>RfEIea@>lAHXW9*Dw$y+ZoC9-xGW#Wf+%evE3#vh7X<IL
zd6)bLX73WQ0zwE=G55996yJKGm75oXh$!16lR(OsA?x@9u^&}{_s9)k)(XH56pqk^
z7_8H;i7i@^j00(eP|S1*MiJ|Cvn?S;I*q_B!(i6vT+ZY2buJz=e=6cgM1rZixn5C#
z3OGZf!eAYYgvo)0x~Ch`nFcd(*}#|El-x}s5k*zh|Cn>ARLbZW*6NjYUfZf+lNCtJ
zAHxS<un)$kxSX4Z(2t!m2E_vL3sI8E0pGmE1+4yRaE!_)Y-k{DB<mhBF^<bbTvjGR
zhJ(>di7Y~T5%<AhV;H9i2f##rXCRlVg8c|w5@8+RQoBo}5DRhhzBo&EjOn~tuaIM~
zF(ZPGGflvTM8v%i?0+%lL#PO@5)7HH#WkuN2t4d*z#?#1@XGcnwR~1=ISrgNBH-TP
zdp_3wu?jF*-i#5-nkB5PM(aX8$j$-{ARJ0Q5k`RNKpzRc*eS6N8-TCkKwJZRHxmF2
zk%BmAF-6L58vzI8QlO#Wg4Bo}SiKcvBcQu}hzj6~rFoabJ|SsakfOoIG>`i~AX<tQ
z`=v+0H346ii)z)W@tQ|ylMBoLNu12~G(Uui%1S~Lwq4xDH@QK_0Rws8)&mN{OWfpU
zVgiCF2b2f?>fJn44cI5b$MNK+{zF6qA1umP-xJATfWee~AAW%J^k}q+4QP~vDyHv-
z25bK2%%D653VcawgJTj!lnz&+{>AlK6WO_h0}C}a*_%R@xC!KvG{o(OB&pa*pkw&H
zEC#UyNOFI+rHTm<7ElA>8%v}ztP)os??qM?-a_L78vshMLAT}Q)Bn(waY0}xkOI95
z(9n_?)xrtcKF(zw%oGK@!Lxx?)-DUQ@TBue$>kt2W7BNI5yKEG{F{klx@45hj1*5*
zX;C5n2*!cl!%n797{Dg<5&{UKl$cZH2;`H563~GO=*uY07(iJCUk9F1g)LeIZ*nbb
z#1W8;OT$u_u<&ePV>uW+?|T2A`xbByH0lkQ+AZvzugLE(U9bS!#k+Z~h*zaR_%vY5
z^u!=yKda+gTwC^wJM%Rz4}c+T43??Ul7X72W?Y_0i4PfR^uHyWR(t^+uv&ZY<L2|W
z7tw=NKP&=^$H)vLS~1D0SZ_6h386G$880#ApfJbh@rO{pXGF{zYLEM&cs<J^29n}S
z<X<?QJ0K~M=xV%W>x85fpSSHoQij;j75~BjgEZXH#bmJpsaF^iuK+vA6+{RWg8sb2
z4;h0!e%g`@TE*J<pPr41*#Baanc;9OS-VXK>)V8r5N1gx5Q)X;Q1#()09&SIf{LpK
zs4@B>9%O=zW7-N9u;7n($k>d~beR+wNu7Z?C5Q0C%(?#+N5|<zFQYs0oRESjt=Jdu
z{NpmFT%;Y+3s#Kdgo$DfC<`jeG$g9@k@YROp~)4~U_!R>Z0w>^d?|F7k(=0WQ5yfJ
zU4ZMzWM#p+3H1slWsQ<gVE{~BfMN||G7=%Mgz~&d&T7f{nXiWK-Zw!S7-yB_!At;y
zmb3Felq(*hB2)reAT9VGK}I?eyxF`C)wtD!5WzHzQcyKS2_}GmLQ2@fX*OVZ16WwC
z8I73)gCa$2S}Y-}w1F4Ehg>j#6z&XMp*~b?2;%%1C^a*p@-OFQAz`-;)(Su>2K?KY
zZNphn#&@#-#^NE~0;y(|fwf7`K^|{XK#C|7?9{9n3l7Efu>^2~v|Prk$YOcaKSeFf
z&91iMMgXkCOxAlG1RyQnx_vxT4)=fHK6<p3O}AjUb4Hz+`>9S;fs}+Fyb<9cbkz|!
z0czl#(2hd^=AR+BSaQb}5S(omQ%Sr2Oo{mtjx{tS!=+d&>=5tJLSRmO#@!rVUr45U
z#>LGQ4OyWLiz*?TA)9m3I5x^NV6jy0f52e^-4<#v3~N<k7(A8oGIp&6h;WX}x3Lw3
zk7?UXAf#fAN|_C+4#)=xL&0n<T#>*sDLEruGBGc3CSlrbE?Mk96XnhO(HRq97^DhH
zhykuq`e_OpS`<)Iu3#;|?E{#X5f6}MV%Uh*q9ZbrNQf7!B#=Xx<`dWlp22s+P0mb?
zb#Z-W0t8u1Mf`GH9FJkG>x<(Wzhv6lAMU0HO4zxKJU&EtUUN6BWk|wGAYb->@e`09
z_y(9@jWS`r#cHt<EDQ`yqyGayT0#>*fELuq9u9*a#z&bLY()jZw9qzs@DA7bo&g9c
z(>7#4vuxXjLXCCZuy+=~W#(Xm^aKFLQNdB3*yw|6<2@`ilE2~dh#He|&LqveshHeU
z!xFe0gcQuSi>GZ1*KRtq@hBk$Bban(+c_FmfN=m~us&iGIwV;~6{-;*67Jn`%)odU
z`(J}WGX?H<L;>#kP>-Q(CR#BimWQYaJx&0a<!_W_){9uV7%Z2MU^846k72S*LEgve
z-8W(a;;oyYf+h(%Qt&5jp><3A<pXY~4FHLI1?OW}uuB+)-?+hm><4Y5PxLI2raJ7a
z#5Dm3#5ZYGUPvY+u_y*)1&py3g9cZDaIkt;gF=xUp)P~{$L79<GVjguBVGVS@Ch)F
zn6IM%LTHYv4^|IKA`j??v5~2VZB~ey72#Z<2Wzv}YiQPkG*-)*=z}4kCzf*otZ*X+
z_x~bodzAVvnH(aPo%wO!v7l^whM+8jq8bK8GF*xkBUnVv;#dozS~~z8)GR=TEIp1w
z><C4ATpXl<eV8r661;g${z2M-o~hAlr%b>=go%OW?%B6`iw~I}0ij@!1$i#7sWJf8
zY+DMvLmF<)Go3TZ#pOg%jgiSA^dNSDUOMKc25ZgPks>4P;0_4Y+NKuDiUA^44^q>o
zMgk%1axuWtY%fGNEC)BWX@_r+H(D=pa$uoG$++f1Ht(&86od|ol?9B4kx>ibg8k1h
zb1#p<3FF`$MuoYEV4|&_Dgy}K%ft{cz=n8H4+>=lsKsp<tQYZzp0CL`028lzXsF-=
z-*lrQ^)@U8Dd2CwH2WXq_+gHwMY@&gr_N!+$*mPOOob&wh-o!0j(-?}Q473)Z7WF2
zPeZzyEGY@o<>DwG-{+aES(9c_ei8+Nw&nun|E2+f*K-wMmM=QTK))FZ-@rep-mxAz
zJIN%MaH|SHE3WY$(MK>g-NL&W7VrUpuxlp?@3L-&gY!KsSa!_Eu{%m#-v2|Bf&UD^
zWB|<4+w8DTM6BhL{V-cAz&MnNGycb?j0Kt?gSqX-{e$ELc!PQY;kbM#QINZGDPA{&
zQ1QqZ3*!+}=l*Ydxz=tt<0QBqFco%Ynnaoxdb_z70Q<vwXgHyCxDOL`yM<8$TSvqe
zB@itV^t1;;H1ZKEE!oI?O;Dj&d>ST<VTUjj?tjD1G$&XNmvA$Mvj;#hFvv6(VL9FE
zg+MAo$(3~l3U7QOtkAf}C&_=cPN|Xg5|pKUyu~H#0ASrAE8_d)#HcZ{EQ$d!M~7lP
z!X`iww%zbyEFCQHh6LUZYo@@0jkxU==E&uYj%51=X(Y(JFfgSm>Y816<Gx$b{G6=_
zt4sF4NI<;*NfEKOVlV-KdDC1LAki+?|1r87n_$S8lHx@YTm<|xS_XRwoB)rvK?y~}
z_*f(!1n6RamNDeVVgIZJEo2#q(Kd?sLU_Y35H^bk45TS&78}CEOiZO6G}nX^lw%M^
zWAO{&9Ztc@rZ;ADp#awkdkf#E|F!u6q)p+14k)*ws8BLND<*s|er6OD0|Q3}PKZaK
zqt=ePtPSh)?hjzw4f-(8#0)V{Ys(h5ssCa|TuLa_e)U^OB7d97S?{)Zf|ikp!qzlZ
z8Gg;GFh!nQq_vo;DYBKx80c{fJO|PplTW$_i06U086U$A0_yL;Duy9l4ikapGqhR{
zB?kD8^o;0Xyy8{cP&~&<OuKmQ1@TPY$8$A1CW!g_JdO+!J0h6TlPiFVJU6AazRLZN
zLWgU?Qqh|Ug%`wYk%x84AO#@Ul8Y;H5>j&A&|y672k2!&L`L5SoZY@`?bAI)-Zd`w
zBZOdvF3$;CDJ0a1e`Nj$Pg}IaWMpSR0K=rx3%WgzY9^1YdYc8ID8<P0z-#ptJwm_d
zRU!k=Eoz}U9TiJbx*pvGqT<T@8{X5%S-)J543!VNBH{sG<rToovY|;g*hs_z^Edg!
zB)IIRe=z7WuWkC7@SO2;BcL-sEx%dPCZ`XEgGb{>8)hXpBE*FQ5;-TaQD*T$h-9{n
zGGoPuC8lIFO5Mx>iQ&M~k~0juascF}SBY`{Ve#RS8O0}7u0P8$DG4k~;{8(RNODwR
z$u~gQMj1}PqZ`xG8W9}BV?uNzjy8<H9!qb8hla<c4k9c*g)s`JuWoK?9(oxUKuT)-
zaL<irmcl8Co6fA{{KalbvE<Z7L1cUcM_WI$SVnTA^x~NTPRxw+Pn~|Lsg)ei=oyJ+
zXNC^e&+M<sEPgy{i5kMmkj2N!)@~MUbR;e0Wc|p<Z^H?Y6+0OcTD5+dKRp>TD(IK*
z%%pq8-zqs8viy@FOU`rsn<qnZ|C7|vY!7HDMry*U!BvEoV$l&GccZ5PKF9{`7P)PW
z*C7ZtEzu>Pch{fK;W<>x{Jst<Qb@(*7c^sVSi`ZmxLe31|04VrX8?Al9GW02e<x&t
zqy!B68{QpZ(+z?PKv862ATh&o9h3}s^56-u#0wBbWVxUTV>n6J026lSfTclC5HXg6
zk)D6Eg`*)|C;XkMn-L)ayB)5S#)}dm3>(#ndc*_%h7-u2kdQHu&za@$zOj#7C|+YT
z`iF7gTx86ge_+LjsBU19xkx(QsRn`Oiv(XY0;WQUa%Ik)*TcVHKN2(b<~b3X;0o8}
zT|2+F;o}qLp~0BfH*+$i_g}?3G=6}j5)re;Fu=x99)eDI!Umj>wt>wcZQ{PRVN~}n
z2~%(u!UCu%@~^uo<UQCJYH$a!Ho<3u?RXR&_y6(*c|QMA_4mSx#tX?~umV2C%)>xT
zmVpf8T+q*l?`<j(#-pgi`}RKr9f5!t+~UToJ=kF}(&Tymk}JVbAhZg9gQ!g@><oE-
zdsUqbN&iLL-rUiU!OgG(SAr;YQ)g^GSh6xEj{5}(X>``n=zs>v1XU>+WTh>bio>DE
z4fs3+3`s*!vxt9CH?6wZNX*ScNsi*9Iz^QD5Jt9%NaMy87pW5rx;2sgt6o4!l8JNw
z+XgPHH5VHn?y0Wvd~G3ae3%#eBJf&?7F7e2N!YymyhI189C(CagCJx%oB1QVgy_g0
zQ7g>I^-GH^tI_=gP<+d0#WWI;=|)^ypaQY{6y+3ZSRsiD?3bhk$T5AP_{V4Bm0wF*
z%q(C4XaO9RJsC2B&*>_dpM8Ja3WU=-1tm9#Sb&nC29j+}3*F&HNJk04napFLR5m5Z
zB*0l0V2O&NixUA$k);hcpxa5>w0AqN2t)r1|BPe2ZllP9J8DF<7=dC7OeJ|s<(~{0
zxk+r(;1WL?()0td!&KwhTwFCJjNd&@7C;O%u9(I0cZE-e^!_)8!FjM{J2#s%8_I9I
zZY@VB4h$I#<CEcaq#vktA}2#q|MJr4lrZY<MIkb-8#|#@eln!@{{xd44~ask0hFwt
z4Yi2G_Bs~nTKxm|mb`C*V(}&Z9D~G7G%a&!{_xIUIT<qA^3jm$9}A>)z*VvP(CJ3h
zm3lIy`yZ&;@V6NZ#s)z0mxg7uH%=)PxC^Z$K1FJUg8{2X*ziC4ywt^P^SFPKO($W;
zFv2tYC$Xc;5r7$g<6pBMw{4W13`zbg&9IOZN-cOj`3{K}wQ55T#U?jo67T(tWW>x3
zzcBgae+~!ixNV2JHy~~NG}Gn{a7C0W_hd--{{v9uilMa3TI4w(D&PRbIAP(|R4D`<
z1`OGscvl%GLsI{i5YU7r|F!TcLfLq;b5HIIZh4cjct)&a8Z;hAqD{xmXzhX1u4KwM
zub_>DXtAO*i|kYk8Qt;Nyb1o<#vn;Tji`dOmUNf>KMcLuqal$q10d0=JQ*@_w=TSg
zzbQ2P7!`!ZF)Bb28W+Thf(j_l{6T!WKbRCsqYC}EPln|DJz&P|fMt$`WCCuPqO?p|
zC72r`wxdTU3~ks}wkQjgz&<1y@!~UCJ?~ML*OK55bVrb55I-*L&PRKyphKvVQ~xtz
z2s<+|Ly`hyfzSceP<X(Ov0#{rNrpyfS%IdClA^Utq$6axcbfm%QVy<Mfs-Na|A6hG
z2;&YV@Evs!2%(3p5$m*xi0xyJFdIrsKoLGuStmo%f21yhR?8j@=>`%~d}N`I7zas1
zAfz}t>xC-;wSW6$$Z-B40+&W0NF0&W$gnS;!~ICa(7I@521FOv<_Yq`QF-564O9ZJ
znwSA`Xc~_pfe8gjnpnnV=nTo0e3GkBfEShm;Bo%DUJ9B)Hy}t{ijot5djlew8ma+(
ztmi=m+~<bQ1tY?h9MDdlbzr|j-Hi7wvVjiRl+~lqQFiXA4=ClcRMaq8{47v?n%CU_
z$bgs;e?Yr%OA*Z>A=jh<G?grCm<DHt<YM-r+{;3ThYKPumhP@;TMLYYb;uCB0fS59
z7cR;@72cdH^`xt=8ihK~|5YejE*MA9^xjpR2`8d%Z`TUTfB~`s#Ec^B60mkuWDD6L
z>>XIP$8VS*MLT<)0nTY(6W+@`8It|4_B;@#?Z<e3#&#se2foluz|=@5$&q9OtcNZT
zwR{AK*OSKEYz;j<-XrA@F_}8$cqWIjDm@*TBo~s4giPq%mcaj+cveOP_d{DEKcSNK
z*!_W>askW%V?(b21Ib?asvB@5>{fM+e*lS-VFXXOaho=5imAJA&OH;zly~X+5EW?5
zfe~g^8gcQ-klg=_D(K=cpYVTHN$CJl@<rA|;W0D}@O{({@)35x2wq1=Xj5b(g~15<
zI`o?gsa+ECNj}G=MM8oZUg8cK#{>>>FI#$)KKcCzbV{OWMFYoy^AVlgNMp^zeh2w0
z;$R^DGZ%DlfETk<S~T8_{(Rdah`EqW7@IXJ28EC#>%cbb-2sO6;=GU?UgaI~FKI<^
zByS(HnHsj!AwmktsDevkt4Pc=0!gSK)MBk5JPWmQCSf=xbu-ma87>j&NXTvNkr!g9
zS_`#EbEgm;=rMBsKOeF+6t-U|Cg!TCgj=eB9Q!!(K-VDKK}Hyq4i*R+kGN426ErrM
z-%36yEJ;i$T8j^03E#Gz<Fx<}WNeR&>7}#(&e^hZ^d2hz=t~RbUCoQXSvj^0*a%T(
zOGwEZ>UbBjj^|*&*2SqDa2dC15-ahJ_`=-G=gDY}igxj~(kDZ5{-3=m!Yu#A!wL$<
zq}+5O@ixz6Q-)JyCBg^rio*CTgAtG%IuJ^#M=(dV<*Ka&F|_ppE*<ZcSV3~T0~`7n
zmYB-@uL#(^3FNL|o||oX1L`T!Fs$-=Pzm<MM67XnXD9>l*z&x2ZOG*H1nNMPA3%QM
z1J0^h!y^sSd;=rGG)+joD_G1Rlji;p1c%L|7KUcIRsg*D$o8NqGhf7fY&575gvvBM
zK*UXE7&F5tbSyjUpJMj_fy&RBCj#7<CV<V~h#t&@Q}P(d6ZQot?*C<GkZT6QiEP3!
z$8a>HR?3Q`8wd)yig=(6j$}XIX|nZ<*SQRDN}`#esL4v@j-m>ggA#Qc1CmB5SX!_j
z<_?%q|KdR?JmD%35JXdQG^Ck8m7fgB`A+~MArn|IRNH8A#cm(;$TX}2oQ9P0j%*Gs
zf|iCE+wyL%V)eXgRTS~UB(OdhlK&G>-3>xfL!(47wt0{~0y4%JAE<xA%Qt&8B*YPu
z!d7KG;Dd~w%i`^ocrqmW4-Fm6rp(ch0&*ytxW5xychMy25DZi$Hoz8@h&vmw1ghuQ
z1*KRd>e&Xo3VxcLz?iWzR!O$PKm=;QM_b@EfByv6(VI6t8uA}G88TwVZim68*mB}t
z*suY^0E-n={mGEr|0+q+MBF3>z{Dv9W@ZH+c5eV7oK(@tke)y8K5lW#oAAtTEFMyp
zkO$k%FvHYC#6xh67#Prxt(XDrt@05kupl!aoz@%p@CP8qx~P_J#z~MSdBLR_7h-D`
z!8fUY8p=0!G$e%v@Xc*ExC;s~Pm}>D4ZQ|v;yI{h>}QaKPKI><?-q`RlsYndkD77w
zF&Kwx+=zkkv$}AjC64LtA!EDjx#A~7a{s4ErEMm*SAgi&bkPaXP<jvo1<=7X0*p}e
z7j#iia6=aEj?lkxG9>jMRtPtPbi_M6s7K;NI58oCj4(kskr@wO&0c5JB?=HoNH};E
zI%fKr*vXKb|3p?pQXKdTF364z!lbuc3Z>qbWY*6{Gyp1qNAM3o6$VH7kqHGeAcHVB
zq&$tsKuO(I0v~{i6QV87K}3T=diSF_Lh;Fv=pU=4ITChcF$6);<Fx=PY~M87op0v(
zY{!MW1?~rKhiz2Yxn$z+oDAvjk6O2qrRsjH2{s51fSXcuK*W-UAY%4CnSwJdh!-)z
zjk^Y9w-MtAfmmRrq*vY(ETUMvmUxp$I8h0$Oxg$)JPIzv{cng#J`U&OlQa-9Fz<eH
zS7+6q49We!XqX&8c8hJJ2JFoM!hEe)d2*X8L@dnRekU9Q7^$R_A-(?tUPE{__b+uc
zBm%7ZlOZ{OU`t0sLMt>wavHcVH8J@dX%MDozW`f-W|ELY*hsZ_KVBmy<0DluNj0aE
zuX&>ZpF+Vl_cl2h()&NqIB%HIVH*I9h~Q>=?^rR}P&Tq43Q)X9tthC*3aPiNyA{{{
z?1`NW8My{5!0gpQ$oKGiz!ZupZ324f{1Sqy=wwKK{|oH4oPY$FfH$M#SZ4p=o%p5*
zEK*{T#5T(`Rs~7E#D1p-cW}oe(UCB2ncDDV(H34AVx`q`C=PxVLI`r)a5AL(pV6r`
zFe94uDct`L2;%|F%C4B+Y=xYWkwm4Q49WR-xEq_QS*<jL@d-vaqO}k(zp77$jKWbm
zxI9t7N&xGZNR!`+1>vA9=0lci=MQtnDHLR-oeW9;2Y}h^(UACpJsfVZK>MU!zz_Zi
zQp%WR^_6ilB=sLwCcWZ+QfImV?gH1aFgAN3-hgR!fY=x;#K(rEN;w&l{cqST&<YNC
z0FeR5&Gy(Y&PS01tM}X+V1-~qBm@d7^JGZw|8cj1AOOV@-$}pN4-5;6-{oO_40a(Q
zQu|<qfW&<b_zJEG68^1|A-(?}@j@;fUYC>Tk-(yH!~yQ%=z&Ps404we<tFAJB_$}q
zk*M^65SH0O6c(&ZX>r{^+X!8J(TEGV!Mq7-9^qlh!`2`8FQuR~Xnh7Mx#4I?NH;vj
z?!V<HzQ|fD{bWe{U#Op0A8wN366=qKl=Yb58W%wYRb<7-Y=LNC{ue?s)hra}ZAkJj
zAKPgEt0zN7Bpp~jAOxXd1dFkPCfYUoiIW2gDFQP7fb@`->4=tsPatV;;1Rwkb0Bu<
zI-JK$8G&1PEcawc&i^-~(Yu*Bl#7zP@kpFuR}YUY#)100M*#{olHXt$bc~pY84-y&
zI^-c}PuWe<0=fLFCquIT)0-=((GugylQeK5o{wy&%3!PXWXQ<kDq`Qv(U3rp#q+8?
z8It^$*pAWRKsbz^6k4!6`bSQNgntwHt?rw}SSF>bL5xSkP$u_jd7}k%)SMMdu`v^F
zJw?}+<h;@D@0<+D{wph*_I@`#8q&L-VQm&Da8kKY6`TwiK|i)|G^EJ~;Ag_&#v_Za
z-a1JRPbx*mh`hW7&9<ET1jJ3@5_|wX|LVz*5p^GiGuE4EdZ+@j2Tm-%;e8k(buZcr
zVxg(0=h?YklNrQsT>N_{L$d#cdE4ppZch0Q^ce><(>DT81?HkuZNuZrKN*tqufvTY
zq4)&Yfb@_^D<=9rjEB?=Bt)c;QIjCbQ<$p72gBmuJ{c1HH}(_L-4IB$Cv~vP0H8s$
z09mF0GcesiIe=ieLn!cDCg=%Aww>u}8Ud;ARP<!X$c)tb54#{Nw&MLPmem0~GC~p<
z6Ao`O11YH@nF)}pnw+~YOz9A!EHqiXbEg#FCwjmS{HCLM5FH?g)Q~HM8`2lsdPb6r
z`2I&m1?i}5V8p}%5^_^!+Yt~wB8lV^`GoLnrJOGs8&Q=Zif;hYq%FjPKxd&RvI#N@
zMitUY=#i?Mb3Lqx*lAK>6yf)e0_b~o0WT3c%>_JUjBLn)F}7~0%w)@x0SHKVi{L0J
zt%Q>yJ^#;5lDZj@j+%~jecP;_h(cW?*n-F$O0;A^G?CGFWt|KO{wfd&pu*-cLbetL
z&{7vdvWV4_>f{MbjaAe4#a-=++kB#54r@&KWJuyaUq{`5?IuS<;&R%*v_f}~)A*nJ
zVJh!r$Z-Cx^$awO&^JCB(qm?-{A5V#?>IGGOmGht#fqhI+AbJ?TU7PQknH~ya;f8?
zT`L%LctHV-9aF;qu?y@!B<XI^rSw3Y1RYQg9a5{l@H?G}CLFHH2?yc)KiD8h$>&)J
zRWkZYcF{L;GNk9f!xEv9d>tJNG3M_w0O}u9KW)NQ-N}&T{{XFXkg+mj@A_v$4s*f_
zZISaIsRH<A4-iWQ62&(ODX15+1M8W@1`xyMtcNSmn8Zcc)<U|<K%k@BH^4&VWkJ)`
zQTR#a{vQI0ojT&UcdD9#c}FmiEc3<E-SGg)Mm3m+MHx$Up`Yp2EYh<OnnDqhPl|h<
zh2b6JmhliTnKBBEuLl*DJ{i*cpS=w8v596b0OP^G+0QNE5<tOecYL|$i)s;xmv?ej
z(#en!$s|F-YylFcAz5lB80q`}z{!yQ{<14(b?oECg57|L`CIvvP%$6N^Hp{-B>N8t
zyxw|89suE>;*BNhghqBURuXZ8GQ|k&q4H0LjJA9<q?M2=KN*tWe`jUZ{cI)ZNTi?C
z^&#B256wyJn>r_UPJ)K4;Ha3mu8A9Iw)m9WF{lrjx8b_{f&JQa;4MB?{>hNhmXC(~
zM^1(e=f6ukg$Kf}Jv{24%-cdd-X79Y?^&&ylOZ|($I6HKKD$<+92<^?Bon|Z-H=C(
zlo}``6;}nzG0ad8mkxvJV2Y&~rf+&~WZ*6lqL|dp1O;F;m9r~^pL-C|Mkhmh{;&Jk
z0s#Q2fJ-?JmkAk+<bo7Ly?WP!2nrxGgc~rVpZpt2Rk$rYnldeugJ@z$-u?UMCqt5d
zZ|P`A3via)Ky@Raagxu5qiVo-<2IBMsMS4r41*E>Q5+%VFP{v_??3uYBOR9S7DBfM
zxs59RvvXz!Mg?(!%P~0IpLJ0wL>eIhq0)_@nFvgZYyqA~sz$?!jN#8uh9v%bM$zVu
zhP3WQU6iSiY-$O>6aO<e3|lWM<z&c+{GQn(Vl#e~K|DeV1|v!l2p2|Bg(pL5f9RQQ
zQ3x!4XOl!!lwqeEHV*+utXQt8DC>sL07-U%p=yMS;&@33gLilafAC){0N`d!0t$XX
zaN|3;1YfYX;@#1v_w4`jBbz-MlFLd&Y{44;-SH#(NkUKyNLU#sLvsGP!N!z`RtxjA
z^hL6XF8+~|A>m&p6v)U-j+NoX;$JW}nLhNfDo=)F|AkwJ*eE1#W7TA<OvgMgKrqj%
z^khiu-`F{chWrmDghW)dmyNo+%e!K$?qo>Mf5rB70TL_xeZ$d^vf(N}88X7Mw{SEh
z8M!RHYEOnF{^89A3kolm)jfPDekP0>h;J*S3=97cbpgV%PD1g4;4Cr!n<qm?BvF>o
zt-5V;G^B)7*QfMC2IP)KWL4QGL&E>4fUs`k8ax*t2=tTKZoVM`deb3ADeVzV^Bx#-
zex@Q3vqnn1bGs2GGBL1%Cqwf47eq2QN<jSyHExWMKyY=1>m^yYnNZj=AtNM8;HZFB
zWt<F2{Tu3N>DdYd^B1lyuNcWKtCC((XR5N3A+7&z;b=&>FNrbv5!~14PCO^1fDabz
zi+BD(NyyJkH_4wQA{9LuGTQRdkaz<Ts)|pB#Q(5yY$uc#-L+5QfmE9uz@9$2K-HcM
z8Ck{K{LzqB!K?gaNPho-yjM;O-)F@e9Sw;r^a!Xn5s=7)G;|WHqLp_tB>VrjbTlL$
zFOAgYa8LjUd5~&B&Ao?>DKTAdLx#z)BPzj@AtN*mj1qT+A^RJ&7X=d=QqZtKw}l$)
zB6K<_pn!@{(NG;nK9;JX41O6^hD|FJDgWxpkkOWph9o0rVnT2go($>lUy-?D{bi1Z
zB;Zv2$&j3XKnvZiGw?u`3+7>BRI%Ls=8czCd@>~apSTG7J4hp;UWQ>fFKid{`X^3?
zME`CK7lb!G8uA}G8It`MW^+^k%Nz|!<Tnepq8B=P);Z{YR_@7=p1;OrXeiPF4NW#2
z300sHvVQX&XppyN`3b5~;TS!VOqdya0QjJrRhV9)Cqr`nogI99z`HZt1HS%fNWjLR
zR<$QXM$ie%L<H4v8yPtoTgAM44La}-oD50-Gn5hhSt-mAqOtyH$WRBSBLFs7qBUV;
zk3%J&3`zgfeTueNEG<AMxES<`KJq_uG9>4Jy1#`$OHgqWDy1b#=<Wg}3fS>;N4!~)
zn=akkQMo5WQvV_8B4A*6)VV1sVUF>mA>&zqw~xU{sSsDm$&lRt&DNXE9t}xJfhL30
zn*ba(=2*`nBv<CiknBIl-tk`*@9iZUj)t_Ci(()f6x^Vkpj73b49Wc;kW3p2cDqU)
z4GA()>%b`48(>)CU5bdIxMH`Al8U87K4tNOVoj*6$d!p;yuyMgVCmU5_XK!?nmmCb
zV)3R|LLc|PQh2}ztbBOFf&G1QV!G8<MXUT|NYB6JzCQt!(vsz+^+!YUn#mV?qr(mX
z?~AJZlOgGUBU&y+@TCU=zK7fAJdW=lIT<pX|3mg$fukj<hQvP~Zbf146sW_*(V7(#
zTGfC3WXQ;tGF*c&x9QQ4|H#RZuHQR9FiP@o+Kza=n^3Inh8rjG4xeeD;r>t_amO2f
zD+Rm7P&Syc&-DWUgM7jrRJ87RP637I;q&^AG@0k#jw$0zVgCir;w{p|KR{;VqanTR
zrpix-<o;hSz1gE7L4NOetlE<y$$!}QjZkPpQGnR^Xh=J^Vb2Oupq`7E@eP{`glemX
zm2xs9_3zF7G1^nb-^|I7^h!25r>|{Fl21=es@=G4T2e~<oW#<HJQBAy`a-*tGLt-6
z(QmXnDJv=R&_tfpZdU3b!ji)mJqxhIxjAPSP#8?|zxX$cUrOVpl5+ryU&`dA;_){b
za>MD2jgN2LHYus`$pwQ3CPhi{@muji7~+_c2OUbC%9x&9aw=oDq{a<sO{Va<(@sAl
zDJdhnk!Lu1iX%!~|G3`;efyRkA*JNpMi<qopx@a8dnIK=sfw<5-+=}FlNz_}n=`PW
zbwOTHegUtZJovl<uF)m;oPxZ8JU{7z+=1bxwnhEV^;`TCK9j<eR;`K#CD|t^me7d>
z1Bx!_pI0!z7mHP-Kn4u#UyyTd?LpNKKY6>84>>tGs@7_^q$4_>vR&6VPkMLf_D6Q?
zeB>dA9yjxZLuPC<qu%gS_BwR0t#bO0yKKtY;~u!|*k;G~Nvc+FMV;QYIkmBPBp=2P
za7;<z+9jt<#wXvhU%w)!esa>$;EBiBWpdJJ<Ce!eE6w7>h^HsIK3*uXi&jPb^AQKH
z6dOn5V~Y9>Ea*3IK+@5Ey>-i^qr>6T?uim`A<qO@Z`<(DVGbe%pEG!zoC=2ejkZZK
z{$4M@lLqFTdmb-vc4XA4N&B1uy^<Pdq~{i9=VoQGzc3{)D=UjrI<u%J()~-%Dr8S%
zQfYHaDLE>0V`V0w%cwkMYH~Wt#>z}B_JPeQGXY&jTT*7p8J@21&y|TgluR|~GPU@C
z(Z=g_nOfqgrF9uqrZP)(NuM+?zkr&0EIBVZJDvU7vHZf69H2Hmjf3rRuJvdWdGu)T
z8ZEaQtMLD^@c)etWsUn#iE$s_zbNmd0&TYVWZ2s4-PC?rTofCw5iYSY2zmr-YB2w#
zXcOcMP7t5U-#LOccuw(()<e?f4r7f<Eph|KZAlKn{5B(p65lO>D;Bs}WDkZ?@_pn$
z{jJ!_OUo-5(BGFsu)6Z(5YFG-<OJThR^#6)jujy^{Ar8`sxMhwhjUX<bJ|Akx&bPK
z^1}zCjbcFp@KFwWq-}7?4WS@y{lUM*p&;5Q79;>4TR@N0lK4%qj0f8-2{0-hBZJXw
zBEe$d*u*|cOtlK}H*IslG;JgI-ZYpdAiyo*Z?KyZK@^h(V5$U*OWbUupcW*|2fFso
zhgcAwYBz3Q(EIFOz?6?W5JCH&S0uwo8rc5=3C1x+eTxq0f6{q5c?DW(9FQ3CxSRof
ze4*H<Z=Y7D`fkSQ&C(RrvR)2(XYIA^F^6tbt@=~ds&AGf1fz6WTSnSoq9rR|kF@O5
zDj@?UYiEX=g^sk1Lsw;qE`2kyTQ9m;v6HVCU98ymDphnP=VO;6I&E_^qKlP8;|-#V
zZPu%T4aC*cxWh5Ww8|M!ke`Gp#NwW?@iFCb^C-Dkv6!<nF_So3D7h5&w4QhUiHT~D
z#WHQ&y5Pdzc?IqI=M3Jg?N&&zQ@5Fa(S%pG?YidW+Ig$jtvkDB!P4eyn(x@~=%wo#
z^r%r|ZmT_O)EE)1d+E|w>aXpRKX3B#D5ZUyU)HTlxp!U9+Lxa)d+oX(XRkXidF1d5
z=B`^;FR4?F8q-E*K9tlqs@83{2A6H#&dX#QTLQq+_!lg?M5yry659xHHbf9jE-F5s
zzO<_1Zd^)L!5m9QEmu_~DaK#Y)Ik9`{(o0haE@Y|FF#h5R#otz5}_8Wsu(d#hbo;X
zuBuY8icnX(ap$Bo{%&dd*H2_F7UqfVTJiFq<Lwit4?gX<xpU?&yz$G=hZQY7diFzu
zM=cyY>e$CWA9#1HU7L=hhwpw^oAz~g86CCi_*R|wTI}DU!`7`Hc=!IfQ}&)Rcjd~-
z5q}mAp4IHWNh?0<6MZ~t*6IJ-YU-G}b#~kBn%wG1hc(%M)~BzW_T~p~ciV1V-J}-P
z&fBWl)VeLMxhbXpz~{F8dDYVYejSZ_DCf}~pM2xjShsa=uIqAj`XO1PwyHLNyYX9J
zKL5}Y>h!Ep?ZM91Tyt!-sM=9Aza9Nnt&}<ol8&9aXU$rzj%fSp11~?-aL1Z!Ux|(C
zd;Yjt4Ud1Lezhi7U3%&B$5*?f*W@eyeaHjv?sQVKu?^bPJmJ9y7InCK`Jp-0TUPt|
z`eXKe;n7E*sIxS+#Swe_*7&Fg*1b}_`ta!78rxj4_Vt&C4L>sHjfX${?T$Au{jpy2
zwau@4^v%{;J?cfbA9BRrugpK<-mgdAkkN0KZs+#etAD$n+SL5)s1}_r`>oa<LzdO+
zGUA{!UToRvgLR#+$sC?nE2~<Ilx?=X<FghsYd+mR_lmpUD;itBPR;kOYBuAjgJyoT
zb#AZvd+a;$qu(c9d~(Nu|9$Dm|9r6cn-SY~TQlv}X}=UUI)10@`%i53=y#{qc{RKB
z_!D;<8+G6Rs(p@M`R_-6T2Uvh<<WKPf8A<9i)WWMI%wt<4cC3tb#&SdY4;3>U489{
zUavMh<A?)i-Sb`J58I6yal#Y5Rz21DxpQ0HG3KDxo;vcgn|6I_+VJh?|2%I{m%0;o
zY}Rtx!-aK@Y4-ihdA%miJ^H;iDYd4@?vAZ_{EjzoxS-3kpYFL&@0KI4Yw^b+&EAT>
z?eh8W+dTit{rjxCtoqm0KYs3l9ag{o)awUky+7=VFOpkL-SduWCnasO>(~2kH{r7L
zT3j5PlUg%c^LR?l>Pb6YaoJf(>$?5=$dzxjJuY^{nJsGnR&DeHo&T77;q-drrzO>z
zF=uVZX#A};_pdj;L%kypm>OHWf9+Q<fA5X&&+41gd%L27>l?QHUzekz{l9B|^!bHZ
zC*5<<tbGoC>B_tIUirw{E=S(qV&?<C-nVAod1-qM*`wy$-#7na-P4!fJAJ3KdghII
zYQZN9r|vs>_>d2qpRw+`^hG`I+;^`Lr$#q)Oy1||Xz++zE*<+(^7Or$zFEKj8|R%h
z=+dLx?lC0yij+&IJl67u<`1qo`-*kfAAG~m`Sm~Erp;E@PK`PwAJ~4)#G5*$b~-2e
z^xa{*t-5{A%Y(LEyZp6pmJIsiqM~&l9^bOghtK?8blkFL19w~1=*8W>yu9Br6RYh%
zu;z<<e0klJmao3NI&<z`6W@LLrR<{XFW6?;@Kx>FJ>Bw`C+06ITGM<~jj3mxvF^DS
zh7WDH|DbMLb-!t9exI2uvd-ys+GRKIa`Y3IUpY1!eQ53et!7-?@#ozix_3=%-)d8`
zithPgyLNM%r_R`~TI{>(Nk^<}aNVk{rfz${(P#X)_Lgf_Py6xmt?$3^u7B@!`?9z9
zyK2SMtqwTrs-v!~H>F$a;kz$uzxShC?|asEGcQd)uiCh&+y6H0{GGNw;pPic+i$&h
zQoV16Up{ZUL$*G6YVYH>pEdm0`?q~=c<1Q6nnzb#bJli~FYQxMdveXCXVn^;wB2Rx
z_Sz-&l^eD@VE)xdjK03t0jsXwJNLS*20gBBzU#HE8(h=A?lbk?I_BD&Q@`2$#1Y+F
zk2~Pr_B*FudUU&nH&1-??EJm2Y@2fbC&&MBNUaYW{-@!L?FugM-{#!5SB}m-;m}8q
z_^|rPhd#dR1$%yU{i4=QTkQD2^yq{oCtTO-(udm(xc|!ce(iPKbG1IJ{^JchwS41&
zi$)K4@AdCHE*rcoJ?n#;-dpf}_OhLK*y)(*+vR-o^^ozeJ)d*P9jDFg+^N~aJDhY~
z@96{c_RDLSy!4LyPHTHa{ZscGbHn&ohU6ae^jn|w?VB>8?$B+A*8AzPLl^J5(})FA
zJIs&G>#_WmD;J!2{_oF63!ZQL#c^L$>$mH~tKV4g!Y|JZYC3uAX4USyboTW6uiy9j
zMe}O@a?)>01}^)5+?@%Wm2><5%Tgpn)<|QCvefKLNs6c}A%s%Ttd%w@ON#p`k$p?H
z$et)AOQA%FBBE5biY$=`l_=`}et*vlO;htcbIf^Oum7)T=A3h%`~H5f<#T<m>-yf`
zyZ?~>Z}<PE|Kk21^uMS7jQ(r-|Iq)c{%QS>*lw>O*)2wXe(Vkh^*n5kT2Jn<aEB{~
zHhitdZ6g}A`S9SEc7Of4ecw1^>42rZmNxi#r)JGw-r?oFUasA2#Fcwr(eTgh*9}}<
zJ6hd*pVl=~YaUv2TFvWfR^R7>eR`)J-SxNEX3lIdz1z%h-@W_Q%l<v_=AZZaa-T0R
zJv4RrHpBO9U#oqS_Brj-<|WNLv1prTv!C7V*?RqI^h@biyI;Lk`|mWk)sPuO>;Jp(
zu#<A$IqS~HkGx@A!P)iCuD+nbf<X%|UvR*Jb9WzgNQ=~ix4-R~){nQD+&UUwkbdqR
zJzI{x_0r*EXHK5gzGrr3o6I97T{!9JN&R}>^3gXRw^{MziXT^e`q4Wd_j&r3eh=mx
zl07c_pqv`njV`L$@5p|?^s94GwSM1RIBMDcU;XjsjCTrW?m2tJJM(8|yz%_(qu%KC
zX5H!M&s_A{pSM?k{ovQXd}H|R_S5@~?0WNEH+2|x*J~r+8F*cE>Cjzg9QOLM*>}Bt
z>Ae%~>T_F{e=ix*{F;poHXgMhr|K?Mj~jg9;MceLVVgeN&l<9B$eGh$A5wS7%Ap@!
zedExBu5NqvOILq$_3uNEy1Mq&?RIRwd*|J5+vB3zv-aq|$AE@y_n5!O&bu``@{{^a
z8XwxA=&(BvU67P{(5bZ+?y+m_#=E_8#D-H^p7Gjoc@v`JZ+K(eA$L7GqTu?1tG*hu
z$0K(PK6Biek9}CX`+d)i?mu+(Mc-Yy?;SVZd-B~Uzj*QkN47ot{5uaH*y)mEcRAwm
z`g<SMq2byyN3~eo`j|G;T3p$3@Nv`6KCt~mt-kp3(21uk9$6!6(W2GuPd_E)jEQZ3
zzIyjIv(9VS{=0kUb}ihu@cO<l{!)9-6ZY&kqJK2v>=E0ab?*Fs&95=P>jecFO`m`H
zg7YuvvAoXmi<U2&zvO~zyZ_c>|9O`^IcxNHWA2$SpxsVm3&)KZKY#R^<2s(-w8i?{
ze?6@3fctm2|ML6KJ-^MOe=RzEQJZGFy<Fwx_LqOTuI0K7>keD<*3LtB-lpc^J9pmi
z`a0G2J$t|R_Gz=<)%)F_v98;=Zu@r~6wUZ;<aLu~?J|7i=x*(In%4=NIwURY+0<uK
z`t7#rv{lts4cIB;hBI#%dFMGN?e|X0cOF0ckF)m}+hpv39y@<ucfq2}nwgEL-A?FL
z*z?Pt6Fz=u#ke1K`S_+!Zus=XPbX(rseZ(;<92CWw|?FHx)Yjyao_&;zkUDc`$yb2
z@4l5U-Fp6{7e1VF<coEpDSN#z?ZV-GPwM}D->#Rey?8>ujo;)hKmDteA77l+Z`iVJ
z8z0d4$qr+)7Js^E$|nOqcx(2uYv<fC;od%zR{m5p>)lT?*Z%hNZ>`oX`slT(_5XF!
z@a7Aay#C7KDC5-wA58sM%KL}^bk65T&lq|}%K`NY_UWJfZLg<0UwHaYCtusS_31Nv
zj_LgEL+?+{jjH9&$nAG#?F;t3_`uIn|2Y1)$vX_Y_TFpPw7zBLn+;xSuyM@T4<7yY
z+HZe+YMYLed)2-6wwq?%yzedZZ*I1G(|TQNcc^>I8+~r>bIQN2s`v5B*PU_Qz}*kK
zef99Shfh0f%3)c(@)zy(@>7>inf>d1KcqGMreW7JQl7Zu!|~}~Ja^-B*VR3t>8U>)
ze@V3;qZMuUK4nhZ2R<pBI5zXDyLY?o=j8S&&o)@~eeYWqEqvy;XD=x{<;RI1&Aav8
zJL=x`Xa5QBEv~&jdHtC62Yfx|tNq{o{hs~q7}&gB%7pAb84uhZMX$`=F!#^ztGC?c
z=)+HIJSO|vru$rR;S29S`1GV}pKtJ3w_k2u^w2l2w;a}Q*QnVuU$<^I@q(YP+dax_
zlQ-+KCwg`N{`85DRKI2XomY?8dBlEqWgYNk(>wdE`1I!ozr1SCYxZ2$?xzQ4Hk~-=
z_RD|yxZw@$-yO00h#8Mx^!V^o+jV%c!=h%73>ZEB-p89vxcsR@Un-iq;KfN(PJLwj
z_)!z4Jy>=AtsnjL>$sI4Z|FCA*?Du`d7%0HnIGJJY1K}xr~dTg!y9LO5uKEI*Gu=N
zk9@DoUat&VQRDZvz0>ASeR;sN`r`_x&L4a6=TEMgKfXtkh2uMQc%k#WLq9wF%B%i7
zp+(b)&Bk8w^1+Yg|6DZt-51|`|Gin`k2=3`?*WT1pZmjye||gZ-5&;CI(y}3FZJj@
z`O8s@U!HWp52MDe%~(14=+mP2KO4JX;MWg*^7;|Cd{{4IZTD#P^S}03(`CQ+>vpS`
zzR!w5J=gvAUhT1m?Rw3MVb!i#bj<_J)?CqK!;#;9ykgbNWjh_*=HMe5Uvg94iT%1f
zGxf*=zT9u@p!$D4c~Pe;{&;ifcgL^nao57ehc+C(a>*O7oO}P<_ZHpPXw+`^Ju&jE
zQN0HC*f441{d1-~u{LF8hi{%~{`8gEzn;GQ%dgvA6FqSGvS!O3-)re!3z{#BzSwZa
zs<YPgSorXlOFuf}!?|xy{%qxEOL|1zHoP!p#l)kZy?yHSU5+|`c;_j<&iiKBx0ipo
z?(&n5?eyxKldIIZbIh%^svNVh%B$aQU**MmRUV!*;iI0%ZF^<j!KYQvyY%>~18#YH
zNS_anIXQE|{=?pE_Uc`8Th;D)-Q3let;>n7Y4PS>qw9Qg!JQ{8IQxvff3MoH`TDe*
zJKXndr<E`6ec7D@7XEhnHkY+{xYi@dZH6B5_JMEKf3M;6`m+w3(fFuC4nE|FgAO~i
z@k2>3wmJ3m)7!K<_xx5J=O6p-$&1>)-gaK6cRGFA>8;}zwr<y<%csZAKW%#J*X~|2
z^xZqUz0~{H8G}Aq`eNaPvqoP0)VtAvpZ1?};lOs)(@xAdtWDR>d+*huN!D{smk$2r
zjmvhMdhVbXu9%Ve&iXcec3ZV~&Cho%c>LC@T2KF~*3G9aPTuXwPA{A=biktn_sD3{
ztH<dlpS5Dv3v+*aZRj6w-1q2bUv2wo+sO+@Klk{wkE&ks_G5iMzBv8M8NF{C_td~9
zYnT3d-8T)E)mir9SHo7ci*imo=d^)86@AhAgQd9(4*q4vg8BzOHszMH?>PUcdPo2I
z&2LM0{G-i}?Ndj*^myGTx0!RunJb@YIR2@prkoeOlKa()DgBz)`L5B0o$q+5;Qg;I
z&iS?NsjGgz^UVb}k8QSa-T1YWo4xSC{3|Cu@<-9-%kFISL&rxu&Rf)>&%z}+mt?J6
zJZaRc>(AbGkISQbE?;)Q;w$@)Ydm@hTs1l8vhOZ>v-aZ${+v7er%xY$c}|@N_P*(m
zsTbCpKWNsfz8Cjgan`cm?z!&1g&hxDwD{XoubY0>r1Vt<zy9*+?U#PH^5A6+>NTjB
zf6UkKb~*RA)iZwj{)zg(OrBfsnRjkEdtP+Ggb5paY#8yuvv(gfZs(ipuHAjf@prY`
zq5i$m+;@_b)5fK~m)tD>$~S+xe$CF`ZTtI9pYFcC&RaE>)mhl?$Ba?+7dIaCz;BOl
zf5P_FukO85mpz}@>)qNn>@j)7t+yT0dfM>iw~Ze@Ys6!3e?0S@Ba#mv^hx@Im!12>
z@j0hl{qXWfi^h!~ci^}-b2}|uH>TN>^B(zhT!$wf=yPk&Z~GMV8rSo+{OeP%h<f}w
z^N%5|9x9wVV(jxT?fm$=*Z*+Dl#aiy+2!h+pE&iv_Zl@iVSL-(ul-oC>(sZNSvGLO
z=_@-wu-~+sMz&j5_mgK9Ha{w<(XDNF+~Jp9F4_5_8qe?g>_eXn?Rdhs#~*(Djwe3b
z=doK_%oz9PmA9<l?Ug&PJ>{VKH}syj_{V#9f8f0P7EH=-a{rZg{p*@Rqoc*W*N=O(
z*{qM(uRVL^_cQmM_2->)CUyD!-|bthp8n_6JGWZ9%gZ@aJI`+a@Y%~ROMkd$yWg+N
zf9kFEM-;XD<LDV@H@xD!32*;g^RXrqi~96xc=WQ%_dDkPgYWOqz5k1~22T9^jN{s`
z{rZC=9_V=CQ=fGx9N)dm<ld{M?lyPS`?p=0_DH`=7mn)q@uGoIpOsUF56s%Qc*Cea
z*RE~;(UOrHlUJU8>XOA9#tpu4dfi)wk9uR5UUhFCaPLn?uK9h`ZO1h}{KS!+7w<c8
z!}8a+yX=&E_ZaX<`eV&|Wz^0d_{$H&)?U!>iF%(j-*Df;b6c+)wBenRt;W|M+2^|@
zBd?r2?x&}kO!#`kiVe*+7Bx6{^`WazJo&Io8o#%F)cEQy4^C-2^Ux;qR()_w%6&yQ
z=FQDJA?4C%3MQU6{O&e?esxvPT~^Fqv1?A>oOfTWHU8`$yB%=)sIF573|cp+-f!=0
zf8_SlYMi~pxizlX<Cr5KJ}UL_mySER^|<ptYd7euhtE9YtY<nLe$EAFt-JNcaVHNO
zcf*S3I$bmMg+J1+{^OK4M@~C@L4)5Lq#YhzI_8ZrHOB7pWZ{!XjBVF#k8aDmU-|yw
z3n$I({9(>h-#@y({e%`v-l@{(!Wp;b9iRGA_x<w^Dwx~n-tMC>$jt9t^hK3dnvU-{
z<Ggpydu8GiPp_Hu<<kRucKPb_6|FDX|B@!lS1dc|n_u2r^Ki%Or`%Kh*|)Ck`h16}
zlPB(a)tskSUiWV9m2Y2pM91FiqrI#BR;_LIMyJ1Y)h^ptA3A1eUdv&xFMr~@FUIfI
z_qLB_b~t_E!zWEX^sUR@xZtfF-^gFOZ1-z+Z#ulr@FOPe*>g_oHmBaydZ$k&4tTul
zOW!wIR`c<bA7Av|x#I^;eI{$=&WrcHt@Z;WM@?@0O1Egn;FpGcbJgS;)vteZmn)7Q
z((ukkKOfcXvelP-{B}xo^_PS9Jn_`en!kA76N8$(@Z^e<yX-vr?8%K@oHp@`KXdL`
z^~FtV_CDtPGx~gT@r#r1nNt6m=hxr+`I^;}7XC1)Zm;{>p5Jv!VV^EjdkpIH)rLu(
zrw{w{iuKhy)jO%?;4jwBS$yNvfjf4-u3gW2#y#-nd!wgTulM9P4ZGC5Gd+6YsXOO>
zv$4a?H~)I-tI-qNURcn$%5z8G)UR%p-@8`5b?B^&Q}-FzBz2q5pWObm*Y>J%?uu=$
zeSYzhwbi#7o_hST)&4lPTDNUZ+NaA2uigF3cIiV7NZxTltwzW1d{K*~w;kO2h+lSp
zb5P#~m!4Ve$=x!pDLP@lM}~i}?EQJkZCA~>Bfs;jt!LL8SZ#gP$8Ub;)n>1)`tp&V
z>h>>)njC)qVS|U=+IpWuo~(7!wPRQBv2Iw+^J+eSW2YN`Ke@r^Ge`HCeckMnj%+w?
zhaQctyXwqV3l3TP?A6bH`SF|!@4o2dem{PB``62to%;C~-*jKL^U_C_O?hMGQUBg6
z`>=1fJ(z07HoH|n{p=6k%B#QhnB8C7ectU|A6xp^^M$qUIpE`#IrUy>vTV<4S<goe
z&pu+$hAYo}=*gGHbRWCZ1xa<jytmhR!=8Wr;?*R2C$3q(x^~T)HNUG_{l<H5Y&`P0
zyE~`#$a<ylgZz)XX7p@Ul$Jl`Uz3*}yKLqchkP;ayS(q)UUX8w#%sE*y>HE->-YKn
z&7R{|@Au1L)%Mwb^cm+}HSOwd*NndA;%jOj{MkWcAKq*7d2gQi#+BDc3s0GO(*7r%
zz37q)*SCD~#82+O|MKsC*f;Z@;pgUjeEIrg-#d2k)qlQK<N6v$?fTHJOByvga_2^A
zIfr&Qu<sdD&v^drX-y_gnz~_n&ii97`e53u@7tbp(kJr|Uf6iiJ}b^yzWcY6rVhVw
z<yU{6_;Qace%W?py?Xn+^!trRx7@cGORA=4J&{wG{mAM&zl#>ldvV)(SywFY^z<K}
z{dv}ai9NgjK4so5Y47Yb_LCmpHSg2=zIv~G^T2k?y430R>Y&@J&z}0jcEeh1`)#%S
z&zsJ!-Qb{KlMlYIR`-^p9;wo{&I!NYGv<ad3zKi2+^XyJp0jJrPW$1_)p;*Iec(q$
z`&V5ytjC+retz)JyMFuCw>7@qYsYCrn;yS?-j2<pdyl#E$|2Kl`r?>JcFb=&ywSX!
z_nEOc|DwEouexY?lkbwx9sI|wN7XrD)KmLcy>In>Pjx!*v;9B2bikxlZ~uJiPa}S6
zy2JZB_TTZx-Bb5^bI0a;G~8?FTJ39f+;ioKF}L10B6avTBQ_k_ugkB`b$V&)EkoWr
zw0o;Y^@q%T@|VL#w3+|-1#9O|=yBitBj-h*jII0lmyh&#_^?OjJp4+x<h+l1f7or%
z2anErZpMn21`KO8`RgmjUitmwnG<?;U9s1S4*P$1U-o_V&wsAd51$SB?9$8b7|?l5
zou50e+VkU{Kiu{7*N;YBl3Jd=>-D>g-|3!RhCg`Cur4>AbMrITHd@?dzp?vGK6u)}
zyA3ZG+3A^HO<EnX=GaeWpZe_TPokQmXa6vz>*oXJzA~rDvfiT#uUuJm*^r-KTYcO%
z!}{zs?2gpBy^h+o$*JRC=-2ne$JTu}r)#4Hhb;Im^Yiz1xxab81An-EW#O8l(Ra=o
zd)I`O({h(gzqsGSW5+lB@#Y_!4Vv@QRWA*jvTjiI)%9-Jb>c2d27dGFpyjRJK55d#
zlfE2Zd+hM%+jmZz{cO~1<*)C4JgDIJ)&0Nt>aL$!t?4sn<rVLIJ@%pIXI(j`d7aPy
zb<CZYY}0yrr{Ot24Sn&kX32N;uY2RGe>NU+&g(r-+cWjXhflocwfmP`J^Hw&54C%+
zdH%SRjB~ch++}@@Wi>9H((KA>Z*IBvs?$#X@Ssyas8^U=uutL1g}di1&poy1w%mIP
znzg8L$VtPaS0*khobY+;uUCJO`qiCZf3ftjVfXy|tPO>O&pI&a#$jC^{3EZ%(#v;$
z@AikznDXc?Z+9Ae(b}ooymM$_t6d+v|LwC5zv9Uwmd~xz`QBFNUDc%LOPw!2Yuy7i
z*WCE)ey^mSmGVy715bbW{Na-}^!&ctrSA=%o-+5lX*b;1W7MZjckMCf@;*a$oxgVc
z18+okHrvpC@S%4s|5yLkr+s_WlgD3n$s0ZI=+!^J=D-z`Uif*td2g(m)#=kqdPff|
z-*N2|mtTHLwM)MleB|s=&#joVermr)-;7^2<;Mv*PY-(kv7i1paB1%H+nUyY=CR*T
zY(8S({!>mr@S=xnjrz02;{)e>d*;FqpIPwOhwUD?IA`I41{Xc_`O-6nFZsIZyU{O4
zRqwcLLeBZkqpLnTVD1Nt+bpj!ZT_JB`n~mY@84gZwSMldV_u%W>tX9ITX%o8Uu$;0
z@{h}}%^vsLhrgfu*{W?1zPNGkn|68mz5_a5_I#7UQ{Qa2bn)k-U;Xfx)x++Y`0=nl
z9haOnZAsSNe@_4Lkrjvi@py+-PwkZRz{{_+j(-2+`CcjgX06`u$Bt{GwX5qjX};H;
zbH-gZVfPLr7dB|VZ`Ap`wGY1=4Z8OF)E|DRTB}<A-B<44vCGDTs#ck{!@r+@ZOxhy
zZ?9SN{Ji9k_SydPqOT@wyrSFN&uzTt)L-Vl|LWDPKKU~0w6W^3gJ#s+V*4xftV((#
zHk=|`(g|o^|J{Nu=?<54uhWZr!;M>Z@89pVyWXl*b>~XzVW)4pl&83xmYMorv~!{@
zE%PhYKmV`$IdQdfqRQ*%#MRD;DzBdtS34)Fynaqx?VPCc`Z;m6bE3-Y=fu^{i7Kz3
z6IVMYs=R(qT<x5w^7=V(wR57%>*vJP&WS3opA%O*C#t-DPF(GrsPg(bakX=z%IoLE
z)y|13ub&fFJ145VeokENoT&2pIdQdfqRQ*%#MRD;DzBdtS34)Fynaqx?VPCc`Z;m6
zbE3-Y=fu^{i7Kz36IVMYs=R(qT<x5w^7=V(wR57%>*vJP&WS3opA%O*C#t-DPF(Gr
zsPg(bakX=z%IoLE)y|13ub&fFJ145VeokENoT&2pIdQdfqRQ*%#MRD;DzBdtS34)F
zynaqx?VPCc`Z;m6bE3-Y=fu^{i7Kz36IVMYs=R(qT<x5w^7=V(wR57%>*vJP&WS3o
zpA%O*C#t-DPF(GrsPg(bakX=z%IoLE)y|13ub&fFJ145VeokENoT&2pIdQdfqWJqc
z-q^BfKPRqs&hh{GcErE>IT@SZQkRi{Tk6s`xl3!)+ubr^_sf;OhicOsPWx2eO;rCU
z?x70W(muG~x0E1bcNvxvWKiU0wzTE@1~<DI?YOPo+WLR!zQJI5n+fN?>Md5JwHTFu
zuUK5Y#fr2Rqw?<+i>tR-k=EjWxK}K$-eN^si&6RaipAAitVnAyD*s-wxO$5fX)Q+O
z-zyeZZ?Ph+#i;yy#p3EMR;0BUm4B~TT)oALv=*cC?-h%yw^)(ZVpRUUVsZ5rE7Dqw
z%D-1EuHIrrT8mNn_lm{UTdYWHF)IIFvABAR6=^L-<=-n7S8uT*t;MMPd&T1FEmowp
z7?ppoSX{luinJD^^6wRktG8H@)?!rty<&0o7Aw+PjLN@PEUw;SMOuqd`S*&&)myAc
zYcVSSUa`1(ixp`tM&;it7FTbvBCW-!{CmaX>Md5JwHTFuuUK5Y#fr2Rqw?<+i>tR-
zk=9~V{=H&x^%g7AT8zrSS1hjHVnteuQTg|Z#noG^NNX`F|6Z}UdW#ilEk@<vD;8I8
zu_CR-sQi1y;_59{q_r58f3H|vy~T>O7Nhd-6^pC4SdrFZRQ|nUarG7}(prqlzgH}-
z-eN^si&6RaipAAitVnAyD*s-wxO$5fX)Q+O-zyeZZ?Ph+#i;yy#p3EMR;0BUm4B~T
zT)oALv=*cC?-h%yw^)(ZVpRUUVsZ5rE7Dq|4_My4VsZ5rE7Dqw%D-1EuHIrrT8mNn
z_lm{UTdYWHF)IIFvABAR6=^L-<=-n7S8uT*t;MMPd&T1FEmowp7?ppoSX{luinJCZ
zHX#3dC&LVTM2T*Bl<IgyWwyslc*~<y$0I7UJzm0F9;J52i^^<|m++QHsg6ffW_!GZ
zw>(O9Jfbq&<0ZW1QL5t+mDwII;Vq9+9gnEY_IL?zd6epSL}j+eOL)tpRL3JKvprtI
zTOOr49#NU?@e<zhDAn<Z%50C9@RmoZjz?5xd%T3VJW6#uqB7g#CA{TPs^bxr*&Z+9
zEss(ikEqP{cnNQLl<IgyWwyslc*~<y$0I7UJzm0F9;G@SQJL-W65jGC)$xeRY>$`l
zmPe_MM^t8eyo9$rN_9M<GTY-Nyya1<;}MnF9xvf7kJ25FGTY-Nyya1<;}MnF9xvf7
zk5V0vsLb|w32%9n>UczDw#Q3&%cE4sBPz2!Ucy@*r8*u_neFis-ts8b@rcT7kC*V4
zN2!iSRAzg;gtt6Obv&Xn+v6p?<x#5R5tZ2<FX1hZQXP+|%=UN*Z+VpJctmBk$4hw2
zqg2NuDziOa!do7tIv!D(?eP-c@+j5uh{|k_m++QHsg6ffW_!GZw>(O9Jfbq&<0ZW1
zQL5t+mDwII;Vq9+9gnEY_IL?zd6epSL}j+eOL)tpRL3JKvprtITOOr49&ARx+4gt|
zZ+VpJctmBk$4hw2qg2NuDziOa!do7tIv!D(?eP-c@+j5uh{|k_m++QHsg6ffW_!GZ
zw>(O9Jfe(}M|t@`pc8nuDUaC7Dt^pU<5rjTKamHN@-QIYEO{o|U(Z3~amlnxcqnM;
zXAJRt(pVFvV^T^sk2CZTe~aBT<!{BeH1S(n^w-B*c&t}O$?kR~j~U~ss!2&%IsCKf
zqargly(294#IF<k_PN-ns<!9Rx_xtd_q#B+Z(;9zpWk&HZ^a(y6&`F9Z8r9jyRejo
zkH*X@-pg;Z!%A+z>X^g>s~crxC1>SiBqgP$Bsa=V$xO}RiIqIwbCdVe|9XGZfoCQs
zMJ1xz(gQL7ey`NG6l6)0ipR#D+@!@xJS-|a-!`{@_ddOk@1F0E+`a>xK*`>N#Yg^q
zSUVr)8}&~*I>QITr)KfYS{^4}$OE%^)+~>U=Rw&#jWmZ}c{nz&vN(?Cm}cap=lVcx
zpB2vc3VA3sk09pR^1h#ymc!F;Q!)#9h<$D*4{_)CT;Jyz^*I?iX*^S%<J0||*O}>Q
zJad!B%=6T8F2Vo&&Em=BMd^8IK6;*`cpP<37?97dFU-v4Vf1+!X=%y)EacI;d1*O3
z50$4-^OvXN@^1!@uujb^<f~~s&b=_4$A@|6@yzfv9&4S&qgWYD?ED!K`s0yuJkgqy
zILhqIEJmEgIMaL*Hp5HL%wPy<3??T%hf(w3@bK{Y6lR~zZ1bFFCXcJ<$?5r-IY@vf
z$nzv^o*B+#%aKSLCV}))kx5z_|8fRi^H|{Aj9i{M&Vf83*aLz{^TW>!FC9BkdS+U(
zbK?@p8ELAB;h`!XPoK|FGyKVGo><QF!<kBKX5st!43+aRTqKr}i|AFOk9W^R75NN3
z@<H+0#UtidbXvd%g`SWHeP=T;AMu^;YX-ps$iwIPLB!0F3zmM+e6};r!Ui0Wwt>wc
z?F^skj;uIG7OG3j$Z;Z>`B6qj8d?e$Vq_W_YQPACO>l59o<dF#zTgv(`C={u<-$rP
z3^XSz11oUAg+Y=$h1v7?AbBOn@!@-aOExAEj5mr|eQK5msv|`8m-T8785y~0KJ7do
zu{jg$B%K+AnU{z<D=j4p^HUN?hk=9%{Vkb1E*vDqIf894aIWOQqSy>dB#@PjBOx*#
zsP41geIUC!&eV8<ZRev79=DD?GcX6NJB8=nXK-Ofnys6L0sFdmVhkMj3lhTUkU6dx
z1`y@ObfsuGowksTv7~UKBEP@|7&1??4(=HIx7bF~Fk1Z{!&21x3oe9_Z6?v!jF~xj
z-~fYaQ`5i}RTahDpj<CV4LVL?W~jo4&j)KR7Adk(*Lc2?j2R#1m6Dl-(*j}m2WFd^
zm!6GTYRf+0z5xA;H5nO^FShj9c`y&37koG=Ckt5UPu|Jp{S?r^@9{5Q;roSQrfIla
z8o%de=4J8xZtULIMd`{km1_wz+3ES={nU)qh|xJN@hJy`EeP1g7ZGa;|EB`KTn_c*
z0iT{Mos$L|0pT=GK`9rv&*k_OrGNzqM1{dNQjv}lNMY8g>G>!J_z6B&z@Spnqg2c%
z2ly@G6nUsHD>H|S<*FNuM&Lll*n}s_jA1-(^S3){#f5y9o|z9Y5d~0%&{CuX(y*v>
zFpJry<L0?pDH^Sl1Hf~6CVC$Dlj$575+;(KUW9mZ(lT%}PRs+<Ih@nPW>ionxD+83
zv<Q5o@id;04iKY?pc;nA>%6RF&J8q%IO99am4EX+j))Sa5b1ooNCy+Ka5rbbYfNP`
zXyr6G51(WyQodE@Z+Jf|D>*GQJ=<X8QK&T~_CCRifu<Ir0)_<Ar1C6T#F>k2Gs(Z)
zEa(uS1*_J*5M5fhH2#hqU=KoTv1$mzzzze$g;NlDcCpA&A&M{zmq4@tmcu-;Db9(?
zz<*Bvx6u?Z^MF*$RKaO>saOO~hlBtV*g>BDK!`4xd!a+m<f8nmAB4Zox%h8^-V$W&
zJJ=C8pk)>Mc@#d%HyWV`ESL*v$&e7u8)O6P0cC<xkU%&oV;7qA{1i^6{`nPy;;Ptv
zF7{tY$jS$tbT;rJ3$2G&s3bEdD-8~j!WGjph`&n9%Q~!lW~Wc*X+qKve&zzcvIAl|
zQb8-~l+zcXx?osFd&87c;XA3~Am1*;yu!3VQ2(T-7BK`yl9ii^SpvxXH2$G?t%3Pu
z^GfY<2Ihj;(qKFI2YwH_Ni&K-t}IR)s0g1GA;<zl5A({`xnsvjMzC`yoy>&z<Jo|n
ztc+w1O$G;ypIPbPFQ4F>qFh00QD$LkQ7WX0L!G0H4KGN`!jV9VES}8F=!?>__+Orb
z@URyY<#>f#Y&tIl9nOd4rzySke6*gaZg@u(qk<5uI6lHK#P1Z(!KsY$C<LY^h69wI
z79S3C;bb|C8@p$g0#qJAi)^w$PQHn8GF;3W8&Av3MJWU&2a^u2A@=mtJcf+(3ff30
z7wJWe3vW!79EKBS1Hlk4E|~-TVp;%F3hyy)PF=ve%mK8_;AE0h=dJv}PD~c|!?z2d
zJDf-LAti@~MIu|!KeLd}@<9L~o4An;{xj;Fv}}zd9cW;rN(6vG>u@8+sIG8DKEoGO
z5xBwcd?S^KLC{o$-`Cdpn~x<DJ@A<#EXtFmr50tSGExSgmdyx3S-*)&BgD=4GZBdr
zDnc5m43;r6uL77)D&vQsGSN(6hEo7n0YeF=$xr~<Zw7=TBfS8}W=@(LBG$!{5smVe
zhA=QbCoDTPY|fZN#Edv$rlut0!AJ>_iXR_N)f=+J@_Y=EcK}amdMakCjJTZdOTbYG
zCr-nFnV%-B5facaJmiWbvpFIaD^qEDA~FrGT#y#w3e46JiX{=rz&%VSpFyQ?dIllm
z$K$i%H~<sJf#t!|30(LnD#EapPa4y}_8B0|hO+=gNUx9qVx+{;*i|rR&ITm#A9xaB
zR@g13!E_K~IzFx7uuq1PMw|j2fD5fV4MPI82%W|ZrjGGt5;-s}1fRkij6%yc4FNTA
zbmj~52Wks2PICp>L;-^%;S2T^8O#8N^jz%PXvI8{kO%-)aN-<h34`HaxBwE7Mj%KW
zkrNp9IXy1sH_*CZW(Jf?gd*WWUN|bBCo@!)z`G!U2#2DvI`}_ch}Mf3Cj&>zh$%!o
zm<|UCBO)Fuz|ui8@F6AmFs91;P*W@uNR?tRFKi4U$Q0$s%$>Jk0UQJE5G0L%e2zDm
z;-y8*MX*3HSQP@t`ooEd1I!yo3tT@RgEk@<C(MYD1ftF3RM@JL;p>Pi7^cCQGjcI?
zC`#loY*SpWE(vvFo(b#7i<l!JCX-7ecpVUw!sr+j?-ybTQZgfX0g(zhaZ)f2)GPpU
za3-9nK%&Kb^09vHTt>tk@f_xkiZBDdnS~h=x{)q^!vNC=R)yr>0nZJIV3L4~O0zMw
z0&F6<J?4_bsRdwS1Hvpq<8WT)PtI#p!!+@lAP+Kol*HhP2Pt@uz$5CTA#4CT!$l!x
znS2(&8~&Hi=&)ABrw4OV@<BvoMu$yvZbxpSjbUK}B&&grfESnysHpp4Z0I#$AViyQ
zf}sr6!iLTZ<3kAyhBM@%Y^ElgV(9Qs1ju|5Dj#P9F7Q^)h(UniS}{=(!xHI`6(7WW
zS6WTw08xtU2I?GA3@@Z(fqdX6={WDBBa|ty8PE#-I$4sq3L-`@T@K{ZSf<eoHv!B!
zo-czgC<D`jO7d0718D|9h4aF5GPHm!YaXCK{10>XJp6Ai$jJp>%#N9Hg*>CbyvXlh
zh76xMMidi_b=aespyrWFtOvnG1AZ3qE}x(Vs7G+5B9BKx`M7a1vdP5?A*`9^zz7Uu
zg!`gIq6RX{N7%m7cL1^wj^UVC48B19!zm&j8F>hvfgWfs>81!+xzPb<W9)c35aKWk
zl@deMQsBGDD@Ph4g!4tzf;l52?1@?svqw+-R>T$H*{IiKO(t0Y|B;zy!BqG<V8YkQ
zQHX?q3|4^y2A)T83Q!_cb8>vz*`O{B6v)uL_?Jsy%7Bd!1$Y`$@gi-4NQvhJHkE||
zYa6CL#L5Wwh|LVpMMGA(Qb?ABv7&%~IA8E&IZhrkfkbdA!wL$<q|6y5-Wnuu?GTxW
z=mET<FplM11SHQK_$1XMqKw)~!~U2jwun{2__#FbAs%eDpG6#l=Wt$vDn949y___&
z2m$gwpd`^Stnz+P3HHT6tZ|t^aUOn8!-%0C48__Ao?uoHfS>tu2&MpLagc`)_4z%A
zOQ=q>eo6;u9{AAa(F&(#x<D!-RErFYL-`&ELWE?ta$DnJ0rsCPt|}ac$YIC~2*wr+
zRM<auh6RA!*d~b0zla{tgjDi7m?!QFP=O6Xz&R04#EBguag&Q<q|8XVft--5hzHu3
ze1<8hX-Jvzfe-mea1k}rGa{~LeNJFxOo%!gVS;hIOB~dI7<}N!{0xOBJcWpeWQgIW
z9Sn}+jG6pzAg~+-ok30v3U;Z|C|m)la4AKjFJbZ-K)L#7P{eRVFZ~jmV1MY<G7@lv
znE1hL3&2A{Ca7Sf2JiS+-T>O+a99UM2`S|h$s9@qEe$iCgQAr(=3T3zNEar7^<@@D
z;Ecv+rV37h{|uQ+auOpB5;DjbA0!g6JpykLLk4)Ycn&E*xcGpkD&s*R$VL(4?fFPX
z+h@u`0y5(eWM`6Fz|gYOssE7%1`{ItiwT_wW$6XnW3<c@7uB6fz%e+|N)m7=Bxi)b
z<D`_TCDSMcA_`{kiq}ZZ0Wb?vatzjxF3C?uWrQxi3u{g<<oa?{0MzUR=EsGZCg}=i
zB2trNY71JgW{QO5a#*rfA)+zJBD7D`NAJiKKaf8;d!XB(j$Z(10yD=V8;&McAkTc%
z7x4i)MQ_ZMvLPoUYU3hQ?SY#DJlul2wvf#0JY9+^4xz)@^S@bqK1#rx`3~u*lm#Vl
z5+ucUkOq8$-}olOv^K243U=gI5nez&-<l7n5&r-m!j0t>asb7TS()LYNzSQ-z+R9I
zViglmjRky8%#00~4AgURi1mJkf`^%+Lgx%d*n$j!^Whh{;y;KSU_&ATD4;p=08VD;
z0CpH42`9o;4WTe4qYc@OwL{7h@?Zu*&_Y3>4hk!vOwIA49{?WE-r^Q<0t+$&QU*nt
zIp8043#dbg>#`m`CaQtt2$c!pE~F8D738y~f&FTZMhb)ux3kc|Yk&v~2O~Kx;umU}
zh+YE<Xuha~`EU{hkAH~-Ihhem4w`9CLtkcohzt`!WGH|EK)4aP9%oT9utnZag_2<5
zNX6a(Muv_#5(~%{PW(i!#3lSBATT~(1f#@_Bx1Td7?4B#M=B9wo`KRjr2zw^5DCCZ
z*fFEWh148AE{5R^S=MyX37#!G2yp_<GK_#C)QtpP(Ni~M;+Q$FtbR~u@ihac{y`xH
zCqffA6x9mc#|(h90sFPMh-ae(e_H8=n(;c;;Xye3hA$X?;DW*oW+zbL)Va8@^%K}X
z^TZlpd)gF}Wo`(8;b7nqrvNsjlAMm(JYGswgRAS=WNg@-Ck@OPzb)o3xS-I3ZxC#R
zQk~YUA56!_19k-e08`PjmJSYR2BLzYpVv5bMnuZMMI}TenVd!}hG=7uf&U{JL9~#|
zNu0?GvLIm4N7xOHW(tM#W|(H1-<s!V!iK>Bxu3QggYCd21h~KpP#h3XOwNh$OCvO6
z0U$64BtsPhcu+2u-4r;d!ho3{{vhx19V~?yh7Dup6eZ1fgjqhxL%7gzh850@1Vgj~
zGbm&s0iz05>ZCFv%LUpuER~aCl#WzJE0s1x1($*gp#m!#kQCgCi3L*wn6MR;!?)=C
z;98`!rX;G6(5t<8O+Cs%gsb5rGAd|G2K9HyHdutyX?E%dwnu7=ogz#=HS}nDFnK-|
zpmZv@F`roHggG#pWEsAejZ0VyvY!CQz<XeS3|9E1wtx)~DRoX{rniWHNS0z5)^8qz
zjq?umf0Jkg2f4;x3wX`jI4hUcaDu^c5)6qr#{6SZ0S9CF0Ja7zBy$c-lp|nPs)4hF
za<z(M683+9Gq?*r46HILfI)<3tXL@Xpp$_x`4+#4`P2o}JFiJ15u%{X$Na${ktD<n
zn+LQpJ)6<k3ZiF<h@4D|&to-WzDsbz{!N$*MMv}&4r7$oz>x{QtS2xUBRY{i)@*Y$
zd`>*V;bJZbI3qO~3E|2H6=fR`P}PL8rm>5uiL1mEjF~DEmKEdQcs>}8Hn11)oT*`m
zh#bK~mIOiO?HsTGRFm&X_&Q#Xw?HvD7GQ?)S*WFFf}q7v*}h-|#H%#<E~D^xix)UD
z2pZ|}=Htm+B8;7DgcyTl0U~}4Hh`X~)-fl3AzpG?f(Vy@px}-H-xPsGN{6r1uz8Lq
zrgGv`hldG*i=hT20fVrmQ~$JT%Q#g7f}>O{XEz35Lb4rShrA6$P_MS9;7K?zOd059
z)WilI&N)&qHR2;1I3a*UP1JZJ5ks_cM+*~x8=6ug*k3NXg*E{!WNw(DB_*=}8!90R
zp;261`CvZIRvN<j2}U>~5rD-AsK5%MY|(m<4oL40Frv*CN*dG>4fWtCK@<7l%bIV*
zX|vG>sRXfE0t0u&QsDy(0wEalF(I%_72)!@l<zZti8LfdEI<(yVi~XrH_*c%Aa=;H
zfN#nJLNQy}aCUtvmUCoh(f@<BaXM=igifxIi$gL)1}F_P6~lR*2ja%x@dzr}=ubi-
z(Ujv7l(lHIPud0i;Ey1sj9F68)UXA4l&c5Gv_K0~g?tJk;nTXTd{;uim(AhyVv3R2
zDvrs_%=$%w5O6S2GdnmRE?X>iBths6$GJ8_3-LRKC76!13m=0e@Y6D{p^IO#BKar-
zMGDLx+r_#iU2+-x4b~3fFh{T_1dYVrEk7V=d>~YU`4&_RWsssc2XURC1S|nz6mF0s
z48p*Kj7ZT1ZDfjX$cgDcV}9~j(<ECAhDh<xd1FSP7hu6Wse&OwK>&)ykwks8TZogI
z`&gzSil8cIh4#S;0ZDR4@rr>lL@$Vh<cRrPjftj5bg6X@oCWg1NhC&$Nz^CL4I~sm
zkR?h!0H1JrT~4Bh8KZFy#SV-c@(BDe91qoI3{p~p5{?SL1|h7n`2|Qhrk_Rq5i<z9
zjo8IEnFG<AQ}G`|i`6{r{V_LeoXVitjQ%3G;3!_;6L^Q=8OP*%%oTIQi%4YbcyO#q
z4&?{J4%38P7shyKW(15n1K!{*Mnzu&GZEp<{mqVK0DK)_Hi?#qaw0WIz=7An{|M9!
zJ+|-yJ@Qp6J_aTb)%-7nW{O!T4ztvG!|(WBr2Cj2;e?9B$l)1;l6>JPn7?pHbd+l`
z1DuOcOfgo>M5ksyd`$(=E08AxGK|#(Mh~(y4{$SBX2DrV^O3rA9skGIwOB4{K~<(}
zrm6&TLm&Xr`3zw?90CsB&0q{8evaZ15uuvjEXINQd`1Dvya%I%lUhd!K2Ktf4&~E0
zAyR|1u>J?fpp(PbU2bCX4B{XWSUWC>S1@m|P3DW;TCuS3fQ|VbBA&n5PSx;OiiRr8
zah;-mgCjF!k}#ttGG^9(ggqc0zL}jFS+@yI5r(Wwh2}A`l#J3&45G%i`I`IyUk+@Z
z{2<Fh4V8U-9fOkRa3O_GoMhJW9qJok0rf6OjztZFv_al(q7f7ip#FktUEv_nf);A$
zsNX6t@sRk<sR9A8qAh{IfiM`xg)D?-J;s2HC2$@UuNTSt$OBXlU&l$o6{W=+?BNYs
zh$%=Vf{`#f@Ex&;wVZ}a3&ZkclWwzMxw^x!x-Z41fP}j2^`T+>fYb%eb5RjW^u(A6
z%@`-OGT_{#4k*I<v3(@Nr3E_bUxq4XX$tD9B_M%u<5-Li@`b=P82(~PRy6JXQWxa}
zMm#QO)`V}9gkerLspUc};^2&A5{g&>Yxr0a7D$k@daT>CLMAQ3jQDGhhLMS5j2C1^
z_p)8VRf#$TQxxf>O*x<$V~epv0yQ!;a}KLJh!rHJD1;OqF+-z}m$+(M&Vrpv5H2ym
zj7<DrlS9{5KWvlZR>~AbsAYQ>AUfKl?xWU-^(LC6EP^irwfu(r1iQxzP!%qSyh+!I
zl5hb`LL<ZjBy@nh9YLkR{4-tu0|a4qf`^DkJTmqZY_w~vj~rG}av@ZK1Zf+gFmonY
zk{FKJT8`vO%o$_hcUo<FIBLMYn7Mo!C=1a=D&yRNyL8q+8THBh87-$~BB6!qluaN|
zgjGA6hUR{uC`|wcY#2Kv5@Fh&m+_FAaS`p*92t^L@*%Gj%1yds6+c(g@oB(Q65O;X
zM0<^g0pNDb+&YjI9sot;XD$#1p~cvb)dDFf0gML|@GMS+A238yQ<ooVGom;EEn`4s
zU@B5D^)`9Yfvu7PcA2byG3kJOGGY69q)2>V*#K!HT(VnE6$*yBq_qI--I?+VM+Z_E
zrgef?!olE0N?h4Yz;uh`99se-P@obas0;Y21SLdxC_*Mz33eaKt9)I-Qn}H}aWhek
z@nBAz6`evNRRO+Eo=<E<M#zD2W8n<OrX0V;R#5R}V*?6vC7Fl_q{A^|8Ar0~Pca2q
zt<c0kgj!eU5{eC;g1BJ>_Y?F3S?6<3h};a?WJ8!J+Qq^pW)`4eh0a_D3Z#_GkvW?)
zL&%V(y<sgVD>X6|3IT_oMQRlg!ImUV_^pLk<{NB7l+=7g185gRFatz~UPxdL=V6u%
z8&^fq_Jb_4!hRS!*n)9d_ppTt;{-2>zrw6NUmXHXhlpo$JU|<f1ndS{^d04aJq2O&
zJ3<cie6*`V@Mvaexdn_2v$leO)iD*DPr9<qAA`bK!W^l$x&Bj<=3g#pZx42l4smaw
z(KQ~f2sIwkUUoEqEin&jsl!|Emj`J7D8=A~B5hDu&WE0&Q1}r>t08NOaB0>V;Vqut
z^)K}A7!UZ48$mJfTA`9pIVA)eT~V#TzC}6f8GH$$2VMjm>9{OB#J?>=Lpk}L>=p__
zz=7O?%XC&S9o9_o6QvL-WgCXN6xLthXXuZ&IE@en&|+>FjLrjfKse^dc63~lgdqVg
z&R8GSbQvqsqymDp><+SeB%BL<Vx(#vf&!Fb(hLw4aS;m}c26={{}-r&i!WdR2;MA~
zQ)8u6FvxJoj7+C7JRz4l9@;f_(c$G37(1W(4J@6Ro20v*oD>vA7Lz!|j!f*ATVLSP
zNHDl5_|IF|y5)pWe#ILB8rN$W{Yj;noDRcRnJlA3CSrgPW8jtn;3<SIs-WPc-fcz5
zwA(c#cKdK;JODO@ghPS?++$ft5B^W;t@(f`pd913jlz(GHbiC!3Pl&N77K9<n2xT7
zUtsqVSG<rpgBc8nrBx__p&)n;#`YzopkBxhFmUX{Y{SU`!s5Rq10e&#oC$b@@gR6k
z#pzs{YdT?Fz;2IOo+%ox%Ai>nfWsNp0U`vX#Ykl^52R$J6l3K~F3lo6W9~NV&3h=-
zE9eaH&&5H+cjZgi5e>qG&>{TI5R79%xinEP!*GlT<^tG0{%zV8OU(kY6628x)gpWe
z*Tg0OXe59{xGe0C!E2Two1p)Pw*wd&hLK*@r$yp4VuT9_5DSAaohC*ER0>~ZxCj$-
zRCzHoWw=mr>>B5`NNG@KQuqa=17R~<P*%_;#EAhJ+0;LA2Nso}1hqpr;bRaTmWr4K
zi;&52X-tqAGdoI*9P9#2%wNDls1%tjMw+My%4P%r4ip7{Fg=6NG8ua#_ykh0ec_TW
z_#gI-%Q<fj#eBE~`hu3=+CU~MppFd{B{%Ry2#561iZ_<16B^mU_i(&5V>kmg@7btv
zG9(fltc&mZTd)Hrjx0DbBgOT9gaNRSjub#ktrCS;GALk_jE(n!2_Ps>28Tg1FkF?K
zlKGm|qD_F;m5(ew;F2<1+ZnD4)usey&|QqhCG83_5Kc^i3q`yB6ruAHk@165L%<NV
ztAA~lFd@9n5-l2JfIt+8uc}Btxr~(|iHr6vVYhUptUy{!T-U^lG+WN+at!K243O#i
zm;4Xx!Xg<3DKRrfmw2bypFImxPEdg_+XcZ*jRXWKF~EYoMS0s0&@w@X*A`YVRlcp6
zK}t~%Adcn@KxR}_{;Wv47$qx(_>W1DRAQ^tB?J>|TG%Sz!4@b%<CM-_dgko;%a`qq
z*bTwst%&RGAuW}>)7!&{NzOQ4<b$+36{Vq5GCUg(2wd0I{$v!mklJEk6dlmC@D-Cj
zUd%CAys(SGg-Sjr#i#LVSN@}2+>MJGW-(=@p<AkBj$<I40EJ@3$Qg#EMiD=f&Wvm*
zGFKc<dt>%|i~Ll9GY?mH+U>=DILLKu*a~yj>Rk&OD1`|OhN7paSMpn?fsi@9gJOjU
z-{NN|Rbia)XqUBG;voLJELQjwpb$0QiiZ=;u~mZ!7qbc$yDuW#nud?q-LsDw<BJyH
zq!}tL<Vj42<cvAHP}jH(ql68}nfaXwi2o=Kzaamhca0?*&&hWABSkmDxw45oo#<yJ
z$PmLfjdZ3dfQKuCTt*dZE}9t_6~qND$I0RTOpAmDX@mp>AVba!1SW;D0XqDj`I=^O
zFBaPLw1idJ3^Q@zC1}HCIT{n9wuP+7j?rEayu;>G>t3cYxCtl45`ZWEm>VJm`)RHM
zqCLeiD1s{xNBJ&fo%qk#;Bt6DC@03O0PsNJ2wjN5I{lvDqAAHZkVXi_4A)>pDFWdV
zVq6u8z%9dI)#zN#<Mj0{eithkh~~)!#75Siaxqe7NQWRx%7J-sDohS6<aE3S@sI)@
zAe0p`-`Jf^5>Zse#o)%E2U)a+3rQmkqei=`c7ahX;i5QRLS*@bSJp(h{{;ovD&wSB
zAdVqSGCJ^^GjRc{zZx8;<p?_(h#S$mh)j^<I$TyFLWYCU%ZMyOdJ)&bU}G4k2?xML
zdS@J$s)GGQ3Gm<2kwgQg$`mQY!rb7qXqj9P(KA%$E94k#%!r`l3=<qB5pgYq3o9){
znyN`KWV#mDsB$3iu%rQtz+ZtYyQkjygXp;`^&iWl1X2x;i}Abm4@`o|5@(E1+AL#b
zI+_>qL3kEu0O3&c!3JRZut!2KW=gEX23%%rjvx&;695g7f;ea`Mapg$Aszj5Dd13W
zL2QH%tlpBb5ztjXL<IoG(!BFwoshgOh|%C<o);ikv0~4(D7Yrz%XHDKDm7g58_MLu
z@_+IslReFk_3s)>No>Nli~IN{H|RKEAfMZMKtXtktK3XXfDq+?^0)}^@|$YFJP|&Q
zCq4BC0gc#eQO5F~Kn4R0mh9*BzqvL6(o}-9m?1-&Ky3&!y0qqR(hSP$<+3DPK*uDE
zC><`tc(@>IfWQiTA88nxY)zp_xS#C?{zXzGsn|)NWB9%##`O;%lH8wlse%HG1=v9N
z1{1jqv&0q1dl8m}x6rx32EY<*&}Dg6wYexR2n+>IfV1HHT-o7y;{vk>eu*Zguoik;
zz6GjMe?XYH7W38l<m7S?sj+Fc;fV7PEc};&V!Nc2jEo#lRcTT|&DsWf4-1(>T>!(?
zNr)dvQesY#Balz>NiYW{petuY-iLwya7)%?Au;Rv0lD#f=oZF<BOn>)hNYk^;n~Q>
ze6V;vMPe>nz&p^WH(+YEkaxZTi9vi;5}{pun(u^oR|<qnd;b^X6N8BT%#N=i9oaAb
z%=frF2!^n+ScXPR25O?7@p%R%KES2;h6qS+1dv9M*n>x#&f8r?52%mO%=fH(8bvf>
zlGQZouT(b>3?{&d7%gsM$`NkDU|{eUKIN3ywd;b7cEPo*VjwBL#D8Xx7U|4{?3dU%
zAt}Y@ZM%?^AvILRPZ(g3h6}nFY=jv|y}~(h3&4|PL5M&hD9}6nkTKZf;g)1jE9S-@
zT^kjNAC^@uVM^L<I#}N(nuIV*E`dlaMu(~ozXz;kSSF~%f32P1fgK|sgo2G@+6or5
z;IDVc*o@G2859^vp@A_ahw#J5foiOlC<=HP-3jMJ6eMZEzIf#yR|)vaH1G>1jNdp=
z)<5Exd;u$Pk+e{Wt~?#{CP(*cyhAM`5HgYvsR=*=72&HErSS%VI}lk}uwFvBf<alL
z<RA=ykqb~vK}<#>#1+f)5d~wkVyoBzYv`_h6Q#j%W=S5*0I+CDJAX{m`5YCY63_x^
zA^aGfFxjA)!8t-f3p<jO7^GloND@q7;37&`!f7^u{_$p4uZN7rRDzQtMvPi8u`e7*
z7{`zc29Uy^fh+Wft_?v}!CfN<5XpI&M_8<bv4W3^0rxg!+i+HrvBfNaF?b06dvCj?
zr$E~TR*=WL6c8gCbu|Zb;AD^}#*ZZ!Z~{<?|CU+p@8T(<XAn06U>YW}-k>G`Y5A7z
zW0`We{{!#Ap{ajiST4bE>5NJ<_fwy!0x=0cco@<{=&B=d0@T1Kp&f?;FzFCnFhquF
z_H3KQOwz7DLt?muW9<yda3!V+JH$JvKN`U)wDS^=;rd`QGa?y5O|IERye7=(60#Z6
zIbjITMtcS<=1QK#@YJnPgI$D9r)R-YsV-yIT7UrOY56j$MEF>CQ6!S{9gINl#SS<j
zM-YaB-CDUKgJn>XM!IBTUf@i^wCh~FFeq={kIEPTXF;fdgc#r)rJtstp+x~(<O0?L
zTs;8(c_}QNa0&}D)#P*p2I4v+$Boqz&>>871onYv@MZ52wiwUEG(z5`J`(Ijj*H`Q
zR?GUrxW+G+w)Tg&>4BU_TF3qaL?VumDp3&QY`_N~p$Xdm#Ze^KglMZ;ba04@Bo9g*
zqoXM$B!PeyVZ;xh1ue3K!{CSUQ6&aiQ9-aQl#L#|!8NvKAer@ljN6z2&9ZMBDmB)1
z!{S*0m!X3V(h~p}Cj>}&VW$tW4bn4H=^HMOsIeG_OwP<_O35`f%z(>5NP%pdc$&6w
z?V2<CKW6=`=0MB%CSoVTsc(eMd=MV>VCe<fI;v2QIFWeol4H)Si^+L7in$wl7^K%M
zu9^u}42jtxDMF6}0A=|XWwHL%rV^zEMoJJuupk=rOOY`Ic^|WP;fM){_ilm;nk49G
z%pl*v?5O9VHpU=6qPF0CoE7L2MWHvYFChCt*{G8*$fKzav;Lc3T!LwKju8^A5g4MO
zh2RvdcL2s1i&2BiKscDa(?O$1ju3+HnEMi<4J+XYFMuLA0L&xi>nDH^ilgd-)q|4A
z1Ny=JZ_LX(_w9L^tx1f559VgC*U+pBX|2{X(Ff;%o><QXu)>WP0+2KliJ=ZI3v-gJ
zakQUc%D5^?2WBlRbeJ+>u9TL{{ZEXI8EIA^S7@*S4{8=9(+5BU!6Ovu6*dBd@8UBI
z*_+q!bkYv=Oo>)AWdH^uObjS@$-c!~T*&+g1O<aE$a8s3HR1$VvwbP>4yxeVJo7n|
zTwG2V)fgEZLJwjW>7`??YOvUBend5o<19d1+tfgrvAl_QAlif|(=BApwE#<#y%5~!
z{~O8e+Tk3iz=DyZ0}C}uPHZk@_uiUFVQ8^fTEKcZHENMcGh<izftCD0bi@rSfm)SV
zitZU2+6>Oiz>qJvhIG0AOxI=v=*49i%oi67JztY?047%Tkk`p`$n#JH1ve}ODd2Fx
zG_$ee=Mc?`bSu+OeZz*6cgNT-6_$)3X4QB&{(%)lXqIw;>sAn#heNs<Eh!1(<>DwG
z-{+OIS(|279*Kg0TXO*{$Sff6daeS@@;!$b=r?D=Hy9YjJEkLLCzs?3E>(g51zbZb
zL?3hlj!QBXAK(K3Vb~G{D#I4e@Nnxv#&5(H49{AZcY1^7%uuRn-`CshFiu3Q<&*s|
zSS!HzlX)}#$5F<D2*DX@Tz2D1Hj)CoL5~9AxV(QEky7J*QwSB0kTEfS19TmvI+bj=
zAc4gR*plmj%puJSz1`gNgZ*JTQZ!O_ql@cLx$leX+Lb4&3z3}O+7_c_>_Ud&g2Wnh
zH`#(?akOCvSTzhWXjmNrCfg0KT}$EM!4HfPE{#Q4O}BU<jv^ea#5M)|pXv;Ugc%z5
zIF$TX^F+h+{;_b~-^7{10|La5xeQpz3CM}nJ+{w$8KP%mI-({x5tiL>ES8Szc|!u9
zbDUtz-G)qq{ePg2T+Z-Fwr`Y1gbWM=Q>@O-^ujy$U5e&$wjwMq*#jd15mGn<a}!#z
zBzp<efRPS3qFwy;*Whk!f+1r`N|*Jgjv4$jTn2-I6a;v*LkUO2_?RRv1n6Ra)-mMA
zfHfFMKLlY4(e{ZrKD_VoM9t#!1<n){iwR+2CZ<v~dTXEw@rT9%kqMQ>E`(qmf|X5g
z%;rJ?uNC%|PEgMGWliCNo=<8+O`&9fR!q2VeiTLq#lXOkf%wL6z@yfVzN`)F^R5rT
zveAc$CT56vT3oieZJx;B_&*3ccmy1g*Cuk-yRDs|WF(@jHBD89Tg!j2Mc%MVYcW+*
zWG$01(Crv_4W{$j{-$eycpaFV@i8nRU_ilVWXoY7uzXIf)<cN_z9T&&co?pD*ESTd
zu@bT_?|-q&iIzP8*VXJ8A?EMv7&6H02w{d#E&(d?+MLz`E600U0g2bn7{bbHoECXl
zrVLU5f-Si?AqOEP*A3A>c8h5Ny^M&^=mDTJ#WduCadH7~8<+d(dP;y5F2447PQz==
zGG>aFn2hY454<p^^nxzW^X><}4>94jUZE7Re^AMCDB98`^n2bWH1OK07P`|@F(t+8
z-c3L%zRb_?nO4qgi6=TmtPF*Cz&CjZ?6PVI@-bxB4TAZb{bl{Fp1%2CyIPySx5d|7
zfTSv|Ag$n-&G$jfbelu>>0=+njO<1!smc6FN&=P}rKH4uPfdw(8l@F~0A@GJEdHR>
zet(-jl&S;g+-$$a%#s}(J0=k-WBVyKKIh!?l9DoWl9JL>vXgkP)P{+ffA7#3rDUf!
zO3jQ72az|*V#`K{3D`6uZiU}dva=hd7QbI=WF`AEx?AFwMpm*hBN9k0-rw=>k)`G^
zGWI_#J+zVy7};4dEu&Go1K<$+>8}x_=4AdQr%gv(YGfrFG;U>NS#C?IZX$;k+afXP
z@1bSnq?8d_)~4Gox;12WY-`KSv=KBA(>idm$rg}X-WoDWP1*9^kXa>KXYb2KK?;ar
zOTTS8?W_`0aN7TIYshS76uEzA$)TI=4f(&=8j|{}xvFhTA`RipWq-bg=uq6GXd_k-
z%=A787>-Rh29Gr!dy~7ROp*h_L@WicGi7p5l$E~|vOrP-hW!n1kFe`z#vY0+^xpz%
zSg?bX0Z^On4T=7sx!?&WagfjfklM8a)&_~eq&tv$P}Q{7Vwi<pL%-cSOT@NM<?oE#
zl!)v#R4X|H9clod`%hp*rbzIr5d1iWj0(nV5adA996mSrkqr6Mb_x8Gr~*+W<TE!*
zK7@56i_AsV=}I*SG{+NtO$itZ98JlE?-!pZV!VjV+?x{<qk%KXE?;x(_TghA=2xRJ
z?^o{Dklz18;71f8tb3n?IXE+61{4$d>3Rx@59}H>xQ1Apup6W8Y`Pa+Xoxe=K$!mK
zF<1c?Vc_9BPz%mu7*}%4-wYuzs#3dUdSXRMH1R-HB!9#>iKO8I#48vSR`E}^hGhM@
zRE`tMtc!KZrMR#Zmywr9fE0!lfSROUV)#Qz=olgtEL?6GvJ;H2m_X@G9OrsACxRr+
z;KG3anwa~a1@{Xg(&((D6%PQ0#Q-!q{?!)D#bHq-2Z#^`#)x64!Ki}!7Tbuqd8o-z
zeMHpy3oe9>Z6;B^PX9~WN2HE0=+;#Bzx4uYk_^0r%*sVI=3<E=8+DE6D@olAoG>SW
zBFV{+3;VCSEWyMd=>>lA_ui0{Jhn&z%(&oAGDzG4YJ^isi>#~B{zL(O;;UjBiNsVb
zfX1h#w}ym&xSU^ZX|822lJczNmswEsV^~nNK;aUyHKhAb!kV~z*}WkxQc-nbfPyK)
zwBv@V0zjEfsbk#}F<aQ!+#NMydW=A^1*Vd`rS#U2<ljoh>Zw(i;NND;VYP@&OEd+t
zAwLrwl6NSM-a-B#KK|paA?-ioLKuiTW3v2PvNxm+e&2O{83V978K9HbSjuM5%31Io
zKCyGNWvb}=6c%B)GFXW<>u+V&;RB)-wrQ&FkboM}T|kH|llN)$6}wp_Zw(n?!Ld}#
zY}wL2$t!Ab<(-SZa2+!<Wa7ST0jQX%i^IGNlf<4cxH|zT3Ed}A2t|OB`Lm!Fk=R}*
z<|4`P7wj$hoc(u<?lE`42aHr4X%RRa!Y2vd8q)PwXx*}uI-%%gzrk`YBggqHff8mJ
zm2EwJ+ASfitN7Dh>SPBY6l=-q6jnfqhworl0np_P5Es5fD~Y3E2LKVM3hL8;^bb80
zhG3t^6_l(x32TPAy6Hcu9c_*P%y<GnO@CasQ3+c^y8hhE6RXElUGV3I7sfYjfDdp@
zQ7%ziLq_H74T<)}ZxcgdMpj^%1Tmo?dyoe4(4zrX!Agcr*nw~fP<Gzz+>`wBO>Z(5
z&NOk?r&!lCAGiNZL72LNT_YrIXt1V8j}@g^Wv6Dy={+IKH?epd8PpumBdQ>=^=2+>
zH1TZ>>Hc#J+eL8RZ%I`Y1aM6P<*m?_B5Bn&616oX`>#;spso;VsT8oeeCWN{LC`iZ
z2CH#20Fj0rRECJ)D{E^=_MfyY3zfhvBpI>lvtbfl!C0*&!+5Y!BBbI6W?lMdR~2*!
zWpbi~Fod=-7$QamwuYqsgbrD40iby!2+au$1I;o+Jb~F#kJtZ+WR^w4YFt;6z>%z|
zhB6`00fdJtj4PC&+9V@bDeO=rM|{%TFhGb6XQ8)&e7y}gvM*$V%ge|?bT-a`4O@-J
zZm|p(MkZ)$Nc*o_+Z)ngW^IQ0YKT^@M<VhWlC={!k1I7mPnj_ikwqX!9Ffe(urHm%
z{rCocC7783(Z#iSg1m54)*qr<)<<z6-ZnD>;?Oi^2fGawNZMG&Wym&CLQ$by$}vca
z<b_}ooRoSr_&{NgcQ94{g_>f$b|=uD^*qR`>)dFcU~4X$!>d?-#6hMJeuwzS0an?7
z2aL-4QDFNH9{mx%IhHuUytxsU8AwFv*>FPR1bFWP2rP-_kWC{c1DMK{HB6=sx?&qz
z7RS(kp~b@mkrz{U-E>$Rpil5I;xs+u;$D_s8xq1rIVJfnU@avB>j=%tM8gH+K+V{S
zY%>Sy_Q0hJAOI;QVD`rp@f_xkir^oPnsx;CX<47X6C<Q-Cm7jXV^A<a<`IY~iKaE#
zur&<Qbc>HrHni!1@a;dw`ZM+;fi-{^uL<&S@uzHn>Cgs(+#o;rKNTFn$0dxE`}oj%
zZG>D0<jM*<DvFOeBxGwy;~zlcXwbJ?+_+F1Cdb%aIp?YggvzJ1eTWKl=D-NkDy{gR
zZw*QPLAN1@AmGjRhJ@*&buKLuf)jX&YiNuXz#;x+Qx7W1H{}kt2VL0A@;Bhig*4VY
zY<NKE;Od-*|IGzKTk;I8j{YBp!%T?&eBC05xsY8L+chc%g+R{rU|aT;y)|UyLeEew
zXApn|7Hkg@UkLs#dP>M`?vWQ_s9Fo{0?-n|Dy-rY5=vV`Vf}?tVyILO_>MQq&}m}u
zI0j$zehe*>fEN6V{g>cw{K~DGm>|VmPF1ouWMKc4t;Gkxgs<Ds@nWC{LbgdJeYIdg
z!otb%X(xla03{(q>*8OofGOL>1$xYuaA0q!WB)<x=C}^UAuHn$Y%XKo!;%f$BQ`TY
z7X?}6a*c&BR%u&9y8e!c<f#Lpq<jRe1X%(qS_#6w$p7KB7!zV9^rD8)S!5#2(wxCz
zn^sqRYe@FLBaDhoX7YN1X+=PO0tCpeU2_40G?@_Sg=w0Qniq>1B;2BhHjh>y=J<#e
z0D=|*XILD{_ply<HItRvvXTcdBI#rOjp$;a^OO(}S5UEjfJo(mwuV4%OcTWBUqlaR
zLMr(kiX!d{P=O87bKpGqkX;ytNZjP&Hoxg!^9nh+#6j2<;NaO#DN@s}9_BK9%4edB
zu*pnAUJTxlIuJ@w5J2jxOT%n1AjTdzGCy%#Ot`{ZL%ROVWt-;j<|AC15gHm;CBnOM
z9wG$6i6}t@2lhw6vW#R;-L++w?&9AX690E~6|?8mmPHXSR08XRBKb!$<Z=)gkVeTR
zZS)|01Z0pgK1d{JkcRDjJOS#$QV37T7OILea31`Mz>7s8S|x?aWBOtLe=z}b;usWQ
zmK)m}(tC_F0}U`yTSIdHUGWN0uz9n+AsHy#pMrtO39BnGGp0$l0{RfB0UvEa<JC-&
zkW>ys)+z)veB(cE4axr7n6wB8{lr07v>!~#+m?BsFyjgvZ(MVQDN!2_VKpIuR5@Ei
zqJNm1-iX&zpF^KE>ohW*z)rcV2)(tJ*HUh&wuv_ba&;yHHbG%vT8N9pfT<Xxz?LoG
zb6(>IXW7Emknn%R2cN^pjDbLiCj>}L!T{s|8xj#PfhL6ud`!IIy&+R3;RG5~LnusP
zi1;>mYVGj9*&34kSG2dfMWDc*&484FxA5T)K#X-!Egh4_Su1&KNb0W=N^pk>K?o2$
z4ki*<`(^2ye!*++vj|BVPUS5wt|f<XBXR~t<*%46@;*IjREE289N851WplzFwRh%Q
zyl^E3F3jY(|5j=X?n57q?b2r#`nvo{aCL2(F^@1xfKdo`q`f3>$&ML39;D*%aUl$E
zaG@6f!aM(YYe@DVXX362ExR}5|6*&%$Zi(+g*BUgmf9N<`=)aaIYm}jJWhw(SyI!p
z>F!{6tT6<%yxZC)MxZa$QE^qGr1xBkq&h7{3(UtQr2#vFe}Ji3IT35FyrDCg0VxD<
z%H=Gkgt`V7l@BFuYe?!}v1Ljk9MRjL2Nxn@GjF&N=D|?F2kZgspgsyZC>P6aU<OkA
zM_WTOf1@3s!8&3tZdk!g5wkZ13n^BwCEnPitcO5VnOj3re+G0Rm)<?a<!}-ym5cX4
zeZZVW%z6Nlz?sO~DtT*2`)}cnQc%m=xJaD=SW<E!2jPce8Q{Pg9K6_fDtBv0@4o~+
zS<vU&Kr9+WN7xkDKn38=d>@7ntTHHYL4;?h7$^|!U0F032!nBN4axdzz7NcDt<Cp_
zG)pz9lCXKF0Y@=NYv7f)H6-^RVAn=CQcc=x>KTRD;gFeGcueTlko3RcO4Mc0Hh~xm
zw|WuV8`5&T>3AZyhNS=DswnxmOCGHONx;J1keVjJhzt>Auv`wufg^<&!s|-e8j|~O
z5j~VCkVh*M);TCNDG@Zz#qfRr$GzByIxdD{pukgzLYOPa0GtxQNhwLG89t<#U<9!@
zf<jKq+Zr<DzZ4UV_24#9lh`i^Qgq<7EC&bi61X*_&tC}DY(&mIIKioC#^GqB&O`=h
zMY#d7OVKNTYe?@uhnG>BATW7H2*@rH5`<uD@^}l2d<_1>kj>#puV4mbgfIcqB(r{z
zz>=NSLo+)#A1-U*7M4hi*y`4h)PJO1I2q|AKdtj(bO4X{Qi2Mc5GIH&xs;bsO)wXh
zQs_4XD>6GS0E>i>6Lbk8gmj~7KvpOyzmcLi2VtGF61uDeK+~yzkyaV|(XqF!S#mPD
zVvRI-z}Z1P%J6*M7K0H|{Bzzc`XnZT70lDyMBzma3VY=kCc=VXSWxUX4_GxA83++)
z#$JVSq{~#nUq;3ly&$6W4zZHGA-&_qJM0p<H6->Qip<n$Fa$IlqA<aSIAlr~0#VqJ
zL*_z?Mn%9xnxVNK7u-}s@<j%2jTklH&_E|g@q*kR03*f%Eq;%wmf9K;{zqKbYhB(A
z$s)@s*&C9=G3aL*HE~-*Qh#;Z=5WW9xX-K%!$cg+=6|p?WJKhH|4?eNOiY;-*P#!H
zb?O7yyhMcG6SXyDRL<Uz_(j6EhP3~Rpm8&1?d-7!Tp2G3cjAy_ghFF*sc@S#J}Vim
ztgRs<+wN9109PWNC3PtV%_V~hW{}{mA*ny(9Ip8?Il}^g6XJnIV+jd^gOnl_v6g6t
zV+zC4<j~C^MoHCq1F5(GjoKk}m8J#|Z8yiY$E-I7vbVf7r0cJV=wK1nkL}~ff9(wk
z6i^c)k71=e>HrZ4&1A(44%S3<)CN0$!O^(4hIIc83?Fv`MTv5o?hR?Hf_&BXG0Atx
zIY~MycWX%Of2(^#5?Z_s#>EH;+ZxjR$9TV`y&;KLKoC74umKI?j>ItRzcROmB>qaM
zV|NIL8Z7{X+A%$9dRV^;auT>Tr2fCPy&*%iCt_n29A!Ff9mom~5y7P0Xpc1h$<~nA
z|5o>gw4-NroG9oHOJqnPH^vwP1*S0vc>|h5LW-(D4+FSV)IOy5+y2L`A<2ITpL~gY
z*FsZBJynU8&es#YH6;13xt&YNtoXuvA(^q1gOwcu01=$3FwRMU2B0Y`VIAHiWDi#k
zMOO#+gwaUWg>VBpA)6JX!WC#*&eo9bzwEsi-k=2|L!35;DJ%edW<nIIU=e~+xH*m^
ztcbf0L2TLLKiwLV{98r?xPYS8J;?jO8tZ<LL15ONul|6hAwwFUElEBkOaa}nWke9<
zApz7-kqsOul=CfS62yTwCTM3FW?Xt}NcNv$zEH@({AJM4ASX$|4Ps4Ujgb+Dypbaj
zTSKz{ptrBuY?mUF1v6hqY*UH;ourV^<Nf*cH$Y=#LadSryWX2(1vQC(ur;Ln?@(bt
zXciH@uMirJ^U%L@3}nXktP{62B=?_gb#F*!8>@_jJ|^7OM4fnqk+QI)a<+zy6uY%g
zHIE$d1sn$6Pmpz0P@=bnr2j}!1(*R;<q`P1Ej4fCMeSgt*^GNm2*OlAApw=TH6-)r
z#HI(Xc_4!VGUPVyu3)pl5~?6<`ydfpLq>GuNf8OM_<krtf_@?Gl@k$w$q3O5#Xx?;
z?I9#sfOT9f-{lohE=@FqBw@skH)%Zn4kD7!Sr-OBg)ku=GEcz^U-C{)DkwgGQkDk{
zabD7Hpn{{d241t^3Sh=AfF|-z>QPuEmLWvAfB>;D2+|hPF=7*_6u!xDk)`W~P#$f$
za55J*(g(%2t^6C*nH1080cO-Q<7JGoREw_=z9_gr4Ovuz5>yU!fX_kn%G?@~`O9dT
zP1(I6t?MLuYe@EAcR`T#|1x_+#-ac)L_-QR^ls`(-x`wjx9A+bfqAqI90;@aCReOP
zAeI-Kq7r7HA<*rxaEiJXy4NIO3ap-iF_^U2Nl;b){nn6CtWRP527K{!Y>b#?w}Zlp
zbs(7xG0!d!KElsXTrnQtpjO50g5ah`0xKvCpaNS%!vD~`0mxepsQl6W1cI1x*n5td
zc=vtcwua>X<E`!uX(7?Y2gF7YfN>>YYe?2#plPySX@?X`l_GviN&kzjA$k5Be!b<r
zAu*(cZw<-*AIR24#AWw}{9kMhN&Pz{AQTjcgbZYpy&-{O%gqVh8j}5Y2`yXR8<MOa
zXtM1T%83|?jGOh4xLajy4N3iBt9wI2?L~ovZVk!$e+$5|fJqHQ`T-&ncKC^DCVFc~
z)_<9BY;kW$5YP26u6V#bEyP0BD|u_kh#L0R_J*_<lIX1=x&M5tdqaZl@EK@1enAFE
z478pL0|@Jb$#g4WYe@IsHrd_M-jM%`ts%i5E7W*8VP><vA&q@Ret?<PF7h=<lZ`1`
z6<9>2Yz@it=Ru$??+wYNhy?aVtp3rKK@IRjIUZEhM3vw{%(Unb@79n}IeSA=mgG(k
z<}1&TlFLEt`V$m!Qi3)^r$)lR4AfXbnTn<LASUZS@hfHKDp|b<UkXiJ7$#K`iU!`i
zmc{-vww<@UH{}0fYsj$w!dCW%go`jZ7?_ou1Z@q;{a@%0%0<#)3v$!FAx$w7y)|T1
z&fbs!v((E@khNYqf8+{Qd|fd{yWZ7dAcU)<VUCubDS=?GSPNwn*8=gWTZLJ|gv3H`
zWr(G=hV=RCtY;+$g8%V*09#u{6ksr(05wKGb29IKw4P0=ikJTN4jC8YSdL;);AKU(
zhNS*Qu?^lEmQ8U^iAeF@kT7gl^dxj^Nb0Y+0^MrnvH9MR|BJ05dHx(+6H(fFV!fB?
zgViUq0esxWxCz}FlKLOvpEa)7&E|VUqL{D-E|FV9a{oWLMEXVXDWuBb{trrAE~~b(
z=@N_tZVk!(?{>H}Gz!dIiUL8&-jH@}61_Df^WW;;kRmzQjuGg+*a7Yi10@V$81}?n
z31o@*A8ZXt{m<el)jm#6_RAHl1%$mJ!=;FgiQF18?Ek-&y&+9Wp`r=h8q())h8vFU
z(E*d*;Tl^sz-Hxm1f1XG8<t4b2I)}Mad9P?0H_6W{L`%=!Jn<}4Jp5KH3wQw*w&El
zzh-&O`+U8j&^4<idqa9lNusxgWdBtc7;JHGNTL|55Nc{~!-Yf%*cy`k2dVeDT7}TR
z+1`*4FDu_Dz*{e<{*aImc=0`Zy@ux4+5no?*aqbwPC;?ba;`VE0P5kUJ7U__w}zzt
zX@7>OY&j9<<D|p^F2#&PDUyh2$BVk3c0h+fHt4P(m9jM?`7f0f*K|^B#Qt6H?$(Yp
znTxk`vn`dlts$dw_J*|IXUmaj80x<;UI%Aal*U9@T4r(TA8ifE^Vcb^qfWxDrL|4>
zhUBt1hHjp?ts$wuu{;V7+``_F<a`O=8j|`afy4#a-jl=12g;A32Z*`3zRS%Ch(30}
zp(v0{ToSkBXym1PGWdV8H6;GO)x9A#L6WT425(qBsg?^dTqjwwF$p8WWXXwO5YkA<
z6g?ssGTh<6+8Pr43l{+U!+dBsq4e0^kpGLVA$k5Jiz}I%{apN=Xzx9sVQ)y@aUNlY
zVO69wn`I|hKW{@<;Nc-;(Wan6szPLsF1++6HR(BxhVr+DjJTTvPEUfxrRZ!3#wB}0
z{x7zMr2ilLYm+hXUTeJovYYog`vh+dN&lb56Ki$Q`sRB>defDwe?s*M;kq!{8}cf1
zYe?$9<ZPHNMFr9;C^s-vyf<VR7!<?ymMa8E6i8G;_FrjRL%RQ>H<D0VF|!MfB?E9j
zMJs@QlE|$gx&H<$C#Jdz8cz>?AiZ^^Gp|X^T%N$^WVXD<E}*J-31Ac)*Slx!4G=xC
zmI`kT$@2#|f%kLK$>aA;_l7hxPW0B0<bT*dBn023{cILQ*3WzqJ_RSYA4urdknBGR
zrf+#~Nbl_}anHYhdXvWAugduiL?Nfz;?|H^B^xjv9kEg02`Ndwb|bzM(vnhQ8zu64
zR#L`azh@++yCERQ)Hvpt8Z`=g7r4iuOGk<~GIYnk6WeDcx#gl~I<b9rl6xtZ{l?#$
zGB!T#_~?YBq{e3!Ue=!<ZF=Q)Eo@ox%W);Yv?;wqV^+xyjb8EO!roo`cS~ZcOUB#1
zXaB;!NsUkFncKhc_`>`?1%<qO=70+e*;%n&-UWsE{dwK~;=KOhtrPn6?Uhs`YV6N&
zPzs;6Y}w~Bw^od8V_Bo|8HN4&T--Omu%B;kB7lDV`xfT*s&QG>BhK96%m!yBS7}*0
z>BzQc?a*On`}cQkeN@|1k805Hl-Z{@cze6I_ZxiHJ`MNTCb#eSA=A2!e`v@_$DGz9
zsmgx8*6OYlqvA7dBGFB^j*N{y?2G7Jl8&}J2K&rnx6j5cPIFWxDmugY@w!BnE&KE>
zKpecIid4yQeR}sV?A^a#($RkV_!db=$M%2rzBnO|8UVqNJ<?L$_ct|_`)%lrvEDEh
z9_?37NJ{75za-ece{Qb}c_VD}*gCggx1`1?g?R-j`K*u3$xbU^8CYgPL0%4b^X0OZ
zEw8AsD5<pdWV8QcY#+=@QRbF)Sz?i;bXj7W5!PI3$}FQxceo7Od^)`?>XQ9WHdSV9
zCs6G!C^M&ci_gY?DU*#sx2{YGTSavlmAJzel$q(1^HP#C^J&Bu6_O^qr9f&P{gRZT
zA~J!^mHGF6vu+j2*015eP4@>4E+lX$kJI}0$!{MOYP2~e{#N3rytRq9{p}pV+DlI0
zCa5{Z=D(R;mEaq@xR$>Os{8-4+3Z#}K@G0s<tnlXYWCj%w^cd(g<;}v5JXH4CC<Bv
z9E!bnvk7hr5<w2dR$ltBU_Y_(Z$%DK64Z5*U1GPq8Emk+ipn7<HTETdUYy?oz(->K
zW(Xft?-#X_Hoa0*bBVu}3O+&kB?rbA3ZhM7!4}~o=Wmz%D-^I@am)*q_CG_9Xp>k_
z20k#&k{z74F2OAcaMPe11elpzj2oNTM^?h|H#51!w>QDx%;Xa9PAvWgv)Rl*;5Q{$
zjF)xWoE8Kd<%ka53m_IL5{uS_-Me-Jru@APA++y>eWVyk{rg@l!#J)_&pv(IUznR;
z$Trc*CE>XJDY^Z6_(riy-!;8f)!Gq<Z;_^yGNk-}?X&%H4Y#XO_30{Ag}$<OQR4l;
z(w31nW}ziB{|jKE%;XX>@E5{lCT|HkVg^%kf@0q)ExI@)mr<_hihaECU!p5^y-E~a
z%o?3mIik}xOJ=@_=u%38@!z6L*^*bqY#?@x#%+!}u4Qh&!h*1cc+3+v-ETZ*9wiqm
z7IRJ(W)foyC6|JA{YAU}gN1Hlj*X8myrg@6;fZ~72W-)FD<s%gw_AGYq}R9a@aHQv
z^4D+N*tL4$s^)(--}%s^S8Y7FbG2$qTJBY?+OTNj%m03@-iCGspHE#ArL=DK^Tv%S
z_iyY{<EpdfY}ok2oQ)SI4<CH-l8qbpOFFq)wdupN9!u&ORq0s!;2~SG^O&&~3v#Ow
zq%8i$EV@LfG5kv@0h~<(NM<r77ZvZ3Us_c$H!iKJ60h5Yt8Q6UC7kNN(p3F`9RI(o
zDmX_RstO*onW~Brvs9=eDJfCaCgNu$ZZ?*EYEl~iwlMwcEie}g^NbT)^7enm+o#SQ
zaLy@97A{$K^P*1&^;vcFoW}-?S~g(RNl$*-e`NZJt=c|3c#p$dwXU<<!%@q&vub^C
z?163CY}@jo_a9s`ZQp52)~=lz@psvP_l|jB%CDdFh!%``@7(XVd39`^TD5Cmmsd6E
z@FoYo_wj4z%$)a5#~n7-NjkR5h1(qSYMo=RyCtP>|L3;<Y2B(vzlg>^mOEzW32*(9
z-f`p1jqR?@XplW>n<`6pcz)ZfmNq=SR+nm39y#^8>rSc?RcTuN>xXCUm{RM@q?2CV
ztNM;Dk38Y^hhBO5(4DJqcrATY&x^*tcj#$v)vMCvnt%WMh106s-EHd7+Z#Oe{x0p0
z8Fz52>Zd>Q(DF9du4$NCwMCVmZal8;i(|$-Rclr1u}ALtTjQn=ZG5e2)xlA(YTFIn
zFyoa$gOAF6YxIY|-97W)KkV0hL-QNP%sf83^M27?4UXLRwWUYi|Hbf|GJEgVu~)Z!
z`kwe>tLmRLJ@(`wzwNl^<*WB=H?017FSR&%-o{g}%Nm@&V|JBeQ?}dw?oW=LU43Hf
zyrCmM=rgWft?D0KbIjXK>(8FQZC<x}d)A#i|M$sPoY}Vjqc0zI$GjC^4corspVLQ7
z|GB8qX}jb+ct*=H-<)0R^_=6MKcn`zsMCSh?0?$Y+sFL)Ypt{vN7t$MMawUbeRfr&
z`m=`~x^aGohtqCKyRTpRwbu{p_WGgc9eK!m_kGj&!xP62JN>C{>z;1>T(6dQkFEd4
z(?@-B%kEE4AH37jpFY2=U7g80AJby`=%QN39rNw%&$~@ta`XqSQg(bZePsHdPu@NA
zri<G>`|)1;cW*KLhGYL|aLlae>vo_1zTFESJ-Gk6AyvPqy5PBsYp$R1^o&EY=l(zL
z&OF|xvi<+6r<6p|pd?D6i8Bu*4JtIK6cy1KQ$$5&%F2`mjiO03JW&y;P)HgmLldD1
zMIn&}QbfP^``+|*I-bMXo%7F+m*ecc*Iw(sui<ljuIswjy?XWkD&dUjhdxrKMUDSd
z`li~x6Z>9&+N~*zlFCL~UPvsvM~w>o`(9P!uhzee8t~rP=ck-><!R-9FZ1+M7yP;O
z=9yI|yj5er*^9O|izW;ydvw(aO{<=K%=DBsN0)o2-zV>_x~gN=HT!nX8&vD;ADTCa
zj$YB|lpFFhS`0hx!y{|IG2pSoH;&rc{NyK3t9Z;e)yj7KI=M=ZL(0xs)#$6g#`k+-
zW`(QT<qUjj`DZJqSDV_W$ES_1`0MV})$JawR%Kwz=$>W?M~;uW4}9RZF$)rAR%!Tt
z^&8*2{;F=bopSaeJ+k{J-Zt&|)4y-@%x_os|7%d~dwMRbzVJV1?RnSqsA<BnO}0$B
z@4Te*u8ltbxL4&(4=;MN+umC@y!-9CZhzj=`L9neJpI5=U;d->`Rh;ZT6t65$(0xP
z>vZO%GDmkUJNb~scTYS0oi{h9FRe1^<2T>P>^$hE|E%w`>6~-MpZ@cU%T{;Z(rEZT
z)33PVuUB91)3esm-CFP2=Dz8<9p?U)ac%p{`rd!gDKGXLFeZBX_;NR%G5fA&KOOw+
z6I)WMm6?{&dD!>+p0l)3((I$kq^#JZ#z}wGynEB0)Av5+lq=S5ec;Z`Z>{aO*ONCt
z_F$EV*UvfX_TQ%OdCXO}HyBWLTI<Gr4qo5n@aOibcGbRfZ%e(t%-HGs|Nhnu752L5
z{+p7T>~(mJs^9kM_w~MY_NqPonhW>;u+O<q?)_??3!>}Go>FGZRr^l8twUb9sbzn?
zYQHfx_U(I4m4lMrzGvTKmfdmE(}UU{v+0h*v+vHR+4hb`mF{X>^Ufwmyj*qGnRnfv
z^zFeH4{XzT>@iO?shD)zDd*I>f71I`=N>-b?8GNOyYSCC`+ZvLp<1)|&FgpLS=XIC
z;OXp(j(_f?PxrXw_!lbObm)RXs~a~w?SQ9dMi;HS=<fEnjXbBzlLJ2arTzJ@?)SwW
zYwxLW`g>2^@^qI^W~^$qzWe&rjQRI{vV2wM`ikW%oH=vftZ%>RG2z|Uvg$l?+1v}x
zJ9T9F7I$AWvun;#IkgggePqOCXP;EP<)NeRnecXx>@&yD`mAHe#ED1r+`DJhAD=&d
zO{EG0mrrlHEamIA8{QtU{Nfw_cr9A~+Sy;7|5cezl_uTs-tyOfez{x2se7GTX2fkD
z&8$9S#Ee_MF8gzf-`90r-?eYo*<Dw3UDEZFu8($|(RD-DwO#vlP40T)e-7=Nar)z5
zpSJHY9cv$a;0yaM+V|G}$G=_ffgyF8ep+*KrFZT;{N0O}bzgSfvN}KS->~5u`@V7L
z8<iUl>3!I($8XttQ_uC4qxFrdG%24{zE=5Z<?k$Cw#v0tIwhTQ_3v-L|9+jf+P}Z*
zgGZ)!yKVfvKOefh%JN%kB@Nzl@F6V@Y*D{OW{c$cHRhj_zvn9%uN?GB^)BVQBzCFX
zrTVW&?%(IEzBBqCcUxZVb2H~$I&{=YcaO<!d0fk~3+pWGwXny+qZVFXY51|HC)M2h
zftQ<%YC5S&G&ncq@`pN}G4lRf29JJ!(ySI8Gt!!-ojCFOiKk5L((%5}R(#%c%?oRO
zT=V5;b3X6<(tTZ?%se(@OvW*p<udBtP`=AaU4H3u#0~p&S#kaFl}CR2=gb*%^4>pW
z?vObP-cNmZ!rYVJy>4c;x2}AD@!MM-Ec;H)cb309cy5cgx;%dMy$|2hYT(0fKR&1D
zozX4*E6%9>&dRwD&%WicaSwNXpxtdt`!>4$uR4F7yft%=3VWQ{=lVYH?74Q&&U?@5
zyQ%LbZ@tsETHkg3KN~Qp|1kra4VXM&#ehHhpFE)Qfad!(s?_$N2M)fW@~nfeIk@}r
z%?@60@Bs%kJn4($>es7PC%^X4S_^BW9dp5fiw>?>x!yr<p1Ae=GcJDn%<OSd<GbG-
zbL_+a9g=%jZohAzJNTK0`dl*Rl4n1ye9f>|M|SPM{)X>+AO6sw$Ig4?yw}egaZ<CE
zR}MX)XPcW(t8n6|;|@Ey)$toI8GibbCZ{%?c6#qK`keVz%cEO7b=Eh_YmGmD$>ZhH
z7cXAl;-d2tFCO3Q=K+<P&bs3G7T-TM@9Mn6^X|Iw^<OF<a`quzhIEaFv>dYcrI#<b
zYC*XLS6`c(+F-&P*Is#Tht)@{zG3ys1xv5J<C@<)967(+3$sRk|J<YFx;Ni{bl#XD
zV;79vaAxZ(8=SuR!QX0E>;A;PPxN@=@++GzzH0Fai<>q)=#4UOwCJ&X(;1t#ZmPZE
zy#x9muxI%b4rp8Tt|Rt2yk*r7t2C`Tpz0H;o7#_Qf8^D@q8YzGe&@tl6$U>(vVDvF
z=eNP8j!jN~CFzyKE(iU3;jjDr+I|1jyDz!>@u8QUTXoJEb4IoNv*p2~>yPf<;ea2i
zEnJ*dp63STrH#8TujBHL<34|C&6u?nKELOSyT3f=%Sjn!%APpz%nJ3Y9ak-<+PDVa
z3_J3P*-wmoV#u)h!`4l{|H_H4eLCf&*N=#%9QxX{>j&R>Zr2}fy!z&iH;wD^*NUvw
z7k!)f<Lk4!3|zTay`$>A&}wx0k}nre`J(41@6BC#$43v1d#v-sbwB0L`rym7jlci=
z`&pY7fA;p&<E}b)aHEAw-+6OMlsf(BCzGy9{P={QF8lhF8T~IlqkHw-DqS;HUH4Mk
z>o5B0ygS-9x#<0l&$V6k)W?&uqJ6SvWOccu^0kNGbo5tAe>VPo(!K-lc<hc1P40Vt
zW}V4({(5foC;we_$EqJ++_Uwh>#E)Hz&*3>J^a1}_cpB5p!(I7TUER7-Ol%RKL4tI
z)jxmZ&WrEtS*iAe>j%#sJgxSW+UeKjEI#y&7jKy|_qSndlaF6<{M8pHKL60CV^h9)
zb<nGKRy(`F1#27Myw8u(nr4Tc|539MU*wG+o!0M>gC6)fp+({=b$<P!(|wB<z5M$t
zH|L%I<M_|!-~Yiw)gIo`b=-$bDsN8M{M_cFzI*Q5BR}}#(W(#iY}7n)Tt?^A5f4Vu
zoAb8L+ww!%Gb)^N!iDvo%ebRKm0PcW?c*n3ns~>AI?uNM<^IJ_t$62*fn6#_4PXAQ
zN%Qg7{(NVpD7$I)tZvU=cg+tMjen->ePf3X7;?anst>0hwY<U5E^EI0`N`$|4!Ql1
zmCb(|@qUBxy&mlG%jd`6-Qt5Gm4?h1b;GE^7c_76daK0^pXokw>|>+qkL&Sbt;zXQ
z7rs7m$_3Ai9Xov7v?upiaQ|mN{WfOZ=UcmsTzSPub4D~;@ct){+_FcTCR2a<@#(*2
zd=s6U_VDD#QXc=X-Jx&xT2t<iW}TAfO?{*LwByF)O<gehrmtVvuwZP5`isW4Y4uv$
z`L(`k*}LDCvrlg@zTxOw->CU)&d>RCKY0Dak3XC>_T($;b?UyP$Go+lZdo<)gS9<x
znY-?*$sM{*T0VTq8xxOOJACxU)OC|ixiI?ptI-R4e)rTD@0@twr`1z8UK6dK@LPus
z?W%rUt$p>BDr<Um-1Pg0l}FdEc>9`x``o_x_7M#?+**I@Nvl3z^XvO7_pjNs=85%g
zz9;*fF6~~PdeTwLtB&q<+?E$^XmjhIGy8wvcwL8w7uBnE{NQy<-+lA)CuTpEKdkQX
zgN8l-_@%?I>)B!J#J`^SXv*^&6W6s`@p7Y=dT0E0(dy;jHNQO?(PL%9m7@+_cId)J
zE2D3=Ui|B&8#*j{dik=?F8*}h>`7m(`)X;2sQuR0rmPu%$}0~}y{p~HR}OAF<+u4O
zR<7#t>82j%oz`ah%t>XA82a4(2bMW?QJLwh_Ac{!^)gR?H14yGXYSQIyXJ*uvu|m<
zNB8??_wD@Yspq9FJaXX7hSMLOcUI+&cg|biZBu4+`{^?e9eKoxYloh_u;s;v{jo>u
zMw^rGZ8hwbHtSwLtlQA;i+;ao&u*tbec&?*P5U1^`{<d+eR%v^$IYrequ$BK);#va
zV`|r`_f(D7n_h6yMNQAT{K~UhFF5Uk^A<OIr`h~AbJ~2_=Do&?nlx|K?#t5_T=-U#
zw;x&B|AU9xPww>Fj9y<Xdp&R5rH|kA;s?>uUv`~xeb44)lg~-5-Sq0VhaK9ge)_8o
zmi77N-EId>y}Z|Jx6VkLv$<*KgMK}%{MY;Cj=H~JlefM-@ZJlTBpmcYo7c|n-~GQm
z4^FLrU5AU#yL8R0*XI5HcK<)$9roX^zTNA~W|J0;e09{c&-S=^_OqQozbR$;j7|@X
zd9i2xjmv(!b48t%N34AP+ktDEN0}F1c45z-^1o^F$+E14HGi40@VKL&opN8xhps%i
z`YFGy_<h-ae>VNGMbePTqpH2I=SRn0vhMlg$G-UDlq;e)v%Xz3rAwnDzOQ?I+lMCS
ze*EoCnZGr=;Mbpr&Rlr!=!T0njomn@;cK5P=so_KKl6L699nm6>;JZ%zqnQBMN2bp
zPG7fV;_&I4TUI={NAzfql}9b<-E~a8kxSvK37Or#zhP$OQAhurHTS14N4@dU5hD(}
z=h&&&S6|R;)~`3-)N#$FD}R6V&S8sM*IvA2)dhFHb?L;EUvq!^<;w?e`F>r^m36Au
zsh)G{cOSI7{P*=Ue){40<9?Ymulmb#?rS+ex^~>SzdCFk^2sZY95d#Cd#i1%w6yWV
z&G$X-v1s0$goNZVNgpOO%;`Pzm%BC`@cmwY?Eht@%}2afZsie+n*W$O{J16cdX4yf
z)ZS<BU3NgH{o5V#{GlIIzWd-wL+*dz*e25kuYO?c;8{bSo&EXyb52Y+q1P8FPj<Wf
z`No;&4|sa@fAhzT9dq=Urt{h?+Vot*7v?|n<(O8_kLY}V$5owkuN%|x?VP)kZjCzp
z_WqxJ&w46v>X6YBCLb{BgS*zAIHmP(8!8OA_xTHs{;+P{v&S~;^!AUr6{o)U^2(m$
zE?U=iMAd2cJl=d$wJ%;?)ac|Ib?<Ms-@d<8xcPt^%1x;F%2QwTZ+-Tv#wRr1@0?dU
zKYQQlGsev9ec$GT-W+<z`Ntf0cc=MFetfLbh%1IIoS0MpiQW%ib$hRo(UMM^$4qZH
z>+{VUTdw=z{ljN%8T!%0c7NQ~;`H@zZ5eRDSsN?7kvX;P+!jx_T-`0@>5k3+xHIR)
z_couH-~7*0X0$y1)+@%%{<-|K^~dLTzV7%_R`#fR>Jv4eXmw53*AMJD{_Bg+Y_ajX
zPfi@s`uZ2YYLz$kns$>q{W|radBZ<`pm*{!U2a)4y!Gdcdq$ntO&Q!X{jVikhi}=q
zvC(HsAO9<1-9;BHU9xpdpFwX`yKnIDcPm_1?cVN>{dCfXKZZYWX1x>6dA#kC!+UOB
z{my^7o&VUu-JeN$w$XK|l{0$&vUcFcYr8yO{fkChhb_9i$);Xg=RAJa*yA4W{Qc6$
zd(R#7(~I@TeYbVZ)`oxO*QvR_*7|eKt9^655BHAh4QTh|lxFYOsz3kNPwq<`mOm(a
zUiR6Ex4fJ?{))kmG~M!Tzm65w%w1D4^Tx~%UO#Yb%OBexb<yyvr*`kPsaN&i=j?sb
z-qXsp-1qWww;p`zNl%}gbi(8_&ucQ~%CDODy7cKwF23~TRwrC`?WLRUA2jB?fn)Ao
z^J<&hr@r=Q@_;|jpZWN-6BgF_qfYV((Jjxt`&_xv6<)}D;l$C++aKJ1^)<aeK4H<s
zd2K(<eDR0>Zf-H|^rdskbiRJZ{n?F^CSP-8&M~?3IzM*J$ZOMb+U9>#=FJ9UThF*+
z&J}NtfBvNn6PLf#vtzq&zh2Yi<|A*ezk1EeV^;j~;fAMM-!<jYvah^%$JG;BO`SBp
zV!w}GT6gCMS-ofXKCyMD&Cy}|{Ju}KvUM+-+^@pkW&1zZKl_Y<@2r0Q`)|e`bmIe`
zz2EAhMNgkQsn&bl-o5s{{oc)4wzAUgl^P5_V(^I*59#<(lcpEk(`5fI#&;ie_2eJw
zt}H+5yitokynJlWsV}FmJ7CFS4^$rU`0z>f-fSPu=rg(Rihh&ImAz|bg<DVQd;HM4
zKcC#N+xnY7pPd*DSl;K5b1wL*(d$<{->d#>FRVGQ-2o$8POAI*wDI3;$$a$JZ|>P}
z*r``u-1&=}UZ3>nl;d8Wu=%mCH>{tyXzj#m*FDkf%B!d3b#6DcL$A)?Zk^cnt$|x^
z-CVX!^>fSj`DWusO9oBtxnJ8mn|FM4%!rvEj+|Py`U@+LZ&!Y3O7z-`L+7pdtJS^t
z{&vCi==r^_&#hPH)l=^2QmxD%SMPCu|5>RQROwkiY0s};*!#k_4=r=~nmzBBuw?1R
zvU?6rYJA#0f1b8a`#sOC((dfHA9?vdDSeMh*l*#1bsHaW!|BT&sM+MiUn<S)bz_}d
zF4^aWgHmtLKfCHPgFjjM@%)5lzs`6lr|tA6bF25<XY(GT?wvEe;oHA1f99uZU2~)Q
zCtO*(&%pbeR5|vA1JAu<^!kH04J>~}`3ZyC4Ep1|IwLO`*?I1rbI(2L_%Zu-sC#F>
zOU_z&?8a9Hyt4fBkFI~@hV#1oxctHIR<FF^>u*+Ev+{st&#avC?z)q2J2a#As=aDb
z&DisxvKO`d<h|_UmYrJZ?Mm|>y!zQ?&rZlY@X@0_KO?jHYxP$ivQPSi==hc=9&-G;
zOP+dR@^jaW-v8PfM=XErx+?}wc;}||Bzos;SiQb-`SRtzFJE@hV}t5F{^}!blRKop
znfFP~=U1n8Y?z;%Gv%sD%T8PQ{x`>dGv@p3ADZ28ZkKu++HV}Tq1NUqf6VMSc74@f
zYVT8J?~xZ@(Qn#-_P39`{ifS1*Zk_3(N7;b>57?`yxaS(XwmuapL^uFEf?Q>{pK@X
zIOmHep6K!Y+QZWx9ejD_=RG!`_Tgzu25fn+++F2PuJ}~NrFH9`bU@wY%v!CEzVYIz
z7f+Zyt^UM`Q@6gA`SEi%d@^m;56vz+_lpHJ7u8!_WzA))E3KM1b@27;zTI-p8y#-_
zWv|DpSFbYpk3pxLad<-(HNBPod}dz8GwX+bA1$8$`d-!3Z(ZHyr9Z#ga%uPR9k2Og
z%KZD1=j=cFiw@s6>fC8q^*2|H_|M9AN3@^b>%p>fr>_0az|;3ywNK914dzy^bIflE
zHLpMLnlpw!Q>NJwXaDi&b9X<tDB<2oXI=eP$GPR^Ca;~jKKu2Tj{YqF$URmL>@f3{
zuWSBXan-l0%B?zdziIs&G~PRVzlPCcrw;Ai_pN)rIrW+SavBV-JO6+xGnVAskbQW+
z8&=o<KH>5{f8Kxc5oZs7@yI=ftsnMco1?!v@~d0APyBWE&lmhO<fjJve!O4T{eG;J
zbm+|e8XbK6p$8n;;=tC2tQ+#&{ey-i4PG&1>q%YO{q|~`$y4v^`(dqX&Z>J{-+3?m
zQhP|#1*5LrxL{m|VGB;0AAK>p+NkBvba=Y<Gao(uX8VNf&pLhDzSk%Jo%QOBHIus!
zJZsW-w~p@p!>F`z9j{(<=$ckXem^W@*l}0B+Gg!neZRV;+e6*kZaCuSw!a?odB?R6
zzx3UIqjojUxTxY?6~^xWXobN~-afG1pv&%k`Hs3v>Q^0IbyCe~H4hq``*@p|ud9F7
zi5pJ)V(ta6tp6e^KXUHcDOZ2pecqcN)nD0ZcwX;yd#vpH^V{ps+;d>(LkB*TRPDNx
zE7reY>}y?aJm=X>-+y#<-G#?4{66jL4=X&;sLRo7A6%EWA%Eo1S)(5ww{BY2(zkBv
z^7QDj4Su}$$A-N=`l;XKfm1g1D!ab=-4(}ISlV;NZ@pHZHT&F&<Ii0_w({t~6I!%Q
zp8HDFaNTboeBLYfkM&)@`S#(T&f3uVxplYB`EK-6jV|r|QKKWizUtJWH}Bcxtu})*
zf9n7Gvkem-?pkfo^ey%JUiMDM3lB*e^z=E8zWv0~0VB_B@Kp0B8|92iOucN+v<jQc
ztt@xTl!m?Uxc7{W{VqK3(_=39q<UULZk4?A@+xJo&blD~fviV!8=hY7*mDO*Z;oG_
zH}2~u->v^9>D!^-eY5P@fsfvH>DIhHmmXbX(7<+2{+V5FS&vE|KKRtdQ~rD3>^6OF
z*f@31Ikoc6s`%^^voAg2))!7(J@1INkDYZzzxo{~x9xH1rV-^g4En9=n@N`@&Pg8e
z(x($nn7Fm$5AARHu+LkG^S+;U_n;2Lzid#k!$&<j_pP{K<Jb}JMnfBJZPBOJL#waq
z+T_AjC%@3R+s*HGeCWEaIpuq<nfThz|C#^pud~{Gd2^>|#OnPvKHsCq`TN|mqR&Zl
zhrhb!qs>#h)Lk)l<&+=CWxmww<7a>R^XO$+s~>1^+{@4YaZaNlJ&&An(a|?Nec<pd
zr;qCS(W*-pefsjkXFqK|;-<_+3+vqQ)Yr={9=!Cs1|LMfoLsi`%5j-jHj4UvcGSF2
zmNZ>mZrXxgRlB_RbEiMvn6-Ic#pm8wP_g!=ZkwLi=eP20d;i(vj*KzCfBMJeU;VmQ
z&710Vx~IY$!;Wg*Z9@G%Q)f0`w&d%P(?9)X{lG`Ze?G8t>!p`YTbh2@mbZR<W=-us
zN45I(#r-o!yzyp}=#M`qT$k8o*7~YHw%!<RTwlF@qeF*&G^X3QO06DWRHxD5QQIpv
zKK((|>yEpU)~?;-z<qKa>3wADc7GkSN118+-ZtUw4I75c-mqc9{DjY{?EQ8Ax8wf0
zwf*c@|9bR-U*>&0eZW~?ERWj!wa00_W|ZG)`z!RUw)aNt4MujP3$(A}=)o4%f=%4s
z9p2u8P2AQSu6M>YUAtWP@OuaDaX`uRuvzZELzngMwHv$9&WU!m%&$QIe7E~KakX=z
zlI!Qh)y|1ZuAdWEJ0~i+eokENoT%jbIdQdfqLS<9#MRD;O0J(1S34&vxqePu?VPCO
z`Z;m6bE1;#=fu^{iAt`Y6IVMYD!G16T<x5w<oY>rwR579>*vJP&WTE{pA%O*Cn~vq
zPF(GrsO0)NakX=zlI!Qh)y|1ZuAdWEJ0~i+eokENoT%jbIdQdfqLS<9#MRD;O0J(1
zS34&vxqePu?VPCO`Z;m6bE1;#=fu^{iAt`Y6IVMYD!G16T<x5w<oY>rwR579>*vJP
z&WTE{pA%O*Cn~vqPF(GrsO0)NakX=zlI!Qh)y|1ZuAdWEJ0~i+eokENoT%jbIdQdf
zqLS<9#MRD;O0J(1S34&vxqePu?VPCO`Z;m6bE1;#=fu^{iAt`Y6IVMYD!G16T<x5w
z<oY>rwR579>*vJP&WTE{pA%O*Cn~vqPF(GrsO0)NakX=z`1?8AZ|B_M4wmA#a~c=p
zZp6fY-cpxX3b)jSrqQ-re|EgxEh%=tT!DM2LO*GHORIB{_q!GACaV8G?x9j!I}>E=
zF2jO?jQ3`=Gym6}t^Xh0HyA8$yOkBEw^*FkVpR0KVsZ5ri_=<+ioRDYuHIsCT8q25
zS1hjHVsToFQPKB`#noFZPHQnL`d+cPdW*$rEk;G(D;8I8u{f>8sOWpe;_59Hr?nUr
zeXm$ty~X0R7Ner?6^pC4Se({kRP?=KarG99(^`y*zE>=+-ePfDi&4?{ipAAiEKX}N
zD*9frxO$7lX)Q)Y-zyeZZ?QP7#i;0e#p3EM7N@ls6@9N*T)oBOv=*bH?-h%yw^*Fk
zVpR0KVsZ5ri_=<+ioRDYuHIsCT8mN9_lm{UTP#j%F)I3AvABAR#c3@@Mc*qHS8uU6
zt;MM5d&T1FEf%M>7!`f5SX{lu;<Of{qVE-ptG8I3)?!rjy<&0o7K_tbjEcTjEUw;S
zaaxN}(f5kQ)mto1YcVSNUa`1(i^XXzMn&H%7FTbvIIYE~=zGQD>Ma(hwHOtBuUK5Y
z#p1LUqoVH>i>tR-oYrDg^u1zn^%jfMT8xUmS1hjHVsToFQPKB`#noFZPHQnL`d+cP
zdW*$rEk;G(D;8I8u{f>8sOWpe;_59Hr?nUreXm$ty~X0R7Ner?6^pC4Se({kRP?=K
zarG99(^{ktSk%2@arG99(^`y*zE>=+-ePfDi&4?{ipAAiEKX}ND*9frxO$7lX)Q)Y
z-zyeZZ?QP7#i;0e#p3EM7N@ls6@9N*T)oBOv=$@wAOCw}<g_GvM5W#GDA4hU3T=;9
z>Mf4~9gnEc_IRb<@+h!7UQ}p%yi#v@6zF(Fg|^2l^_EA0jz?5zd%RL_c@*e)M1{7;
zEA^H~fsRL1XnVX;Z+R5xctnM^$1C-gM}dw<RA_s=Qg3+_=y*hhw#O^=mPdh(M^tEg
zyi#v@6zF(Fg|^2l^_EA0jz?5zd%RL_c@*e)M1{7;EA^H~fsRL1XnVX;Z+R5xctnM^
z$1C-gM}dw<RA_s=Qg3+_=y*hhw#O^=mPdh(M^tEgyi#v@6zF(Fg|^2l^_EA0jz?5z
zd%RL_c@*e)M1{7;EA^H~!H!3v?eR*z<x!yH5f$1Vuhd%}1v(y4q3!WXz2#A$;}I3w
z9<S6}9tAocQK9YeO1<S#pyLr0+8(deTOI{E9#Ns~@k+hrQJ~`y71|!J)LR|}Iv!D>
z?eR*z<x!yH5f$1Vuhd%}1v(y4q3!WXz2#A$;}I3w9<S6}9tAocQK9YeO1<S#pyLr0
z+8(deTOI{E9#Ns~@k+hrQJ~`y71|!J)LR|}Iv!D>?eR*z<x!yH5f$1Vuhd%}1v(y4
zq3!WXz2#A$;}I3w9<S6}9tAocQK9YeO1<S#pyR=2^#9l%uhd%}1v(y4q3!WXz2#A$
z;}I3w9<S6}9tAocQK9YeO1<S#pyLr0+8(deTOI{E9#Ns~@k+hrQJ~`yCHXk5?JbYL
zpN@6jHJv)})SuV`G}Dr|Jxi$G87+7gTk`hp?P3oyZJgJIr@Ha<W6s0#Q42nAC~3#1
zfbHz;kzd_@e^u=C+itGf_MFshr%&1T*sy<`e#h<ac6NHsp0e%fVzI%e#GW3u{VA-C
zquA(o`dD5b7{6=Tq-=jwT^M}Ic1abGP0BWj{bTUH8*LZ;PM>SK<6}*EesoO2+qIJN
zx7fBlqn0OLZ#!aV&#2w`V@-W>`2T!HZFnT@>F1u+t?P|hJi9k7b^Ej1{ucF4o_Cs^
zlbn+4lWG(4b9@kWVnSj@Qf6jCPG%C*$;d7Eywixs#qS{Gvw66#7uv2fE`1Ky;AvF6
zxm|UCKTR$zb*IlGWBbGHcYr1GY^xv>z8`GyVjm%wwC%ZM{1(L&=9@7k6}UevY5V<Q
z+n;mi1GH+S^GwbHhb1eQf{Hxn#?CkSRNodnm-)u5PF=3gx-qX)jt`JKlec0|l=I12
z(LWp}dB+YUk0j+`@?re{JZ!tywyu$wm{vC<fuEU9Ev;^52D__g@Ox6y|Gl4{@b~*W
zJV`b!IeGh&D~s`HRvufv!*sXV2oIJE&sWasdQIm}jjze^zpNX(JAv&kvF*tJJFGcR
zla6>o?<uL7X?Z+4oo6QVAm%(CnV!qj+<BONcyf0pzw&r=UZwLm+oaSao>rUXBh}M#
zfTBE}_@01jd9ZqTpXb{1^yS2~+|)Flho0i2*m?MRme0NC8MS;rEra8EqH?OQ(^4Xy
zSD)+&d`!5{D^KLm^t61QV4lHa!+9n<)6EP6O64Krd1+bc87bL3$3B7o^LVs#b~4X5
zPfg`iKGUA3-ZKz>=V9-u$y!=^dRAImN@_|HXUj@SPD|&h=uD4Cil?L|q@+g7EtLzW
zrgJ&In3k3S+-5S@q_lj#p5Y_pF@lUVpJvY!&iOx==e+Y8sqv)u^o-<`^aSLQ#B-uk
zQ*sy@<4?_Ccs%eG4Lf5;ke;5wlg#;qN#rO^UT366iZsnjB`1XgvN#}%`S5>QMsmWo
z6D1+abRSsH|32nAi{a%m*A$Lps41ELk3#a;k(8mtX6(@aK2Ne2W@J7|JA(maF;xa0
z@rz%`-*%ylpo*+?zR1XP($T6T_krDfIS0L^Fv0M7sv=I{bH2ab24WXZcgD#M&;fZI
zmqgCViAV<3p!?)hYy_K#vKV2SdW~I(k@;x&nDJmt8VRCK!kEw{U&unFiJU0Yf%1Na
zk_iv~PC_kd448o<$sE4t1(a?uw%GUnDUm28#S?P^4ULhZqjXik2{N}`Kv8Q?3>2%+
z-~rN!dP{8P+eOXTP@$6G7-#N;c90BK7G87Sm~Eg^1{UE4u^DWa0B(r-Q?s_YV^Vs$
zy2b6VYyV;$Nh!o^>^Z}krDdyAF6{eGBuEk!Iba;*?}=g9K_U!9n@bID80m-Gbd~K4
z8F{`V4bG)AdI3bOYv@L(N@EQ+z-V$&5n~FfN!DM|au~!vB^sM?T9BwJ<aoX(!bCAQ
z*p(Ng2V+cOVCf7b2Updaw~I7G9U~LS1{aSRUpm&1nUXAY@h>wyD~ad1^N*PeUw~RN
z=StWAGt&r@JNt`>6VuZ5{1iNdpBO(UP2{Kco6a}W!z(}W{gjw)xpaPNN=h#7iQy_9
z2Fu{nc@O)-Yf^HBF#eDHfaj3|9Gn7!OXN)+Vejnthd~7xP3L5|TCyj_z(5+55g=IO
zBo3$K3T%8g4_TyedC*e#4DOeRQZo5WNJ>sl=U-ZKCeq4EPRIUuGlLW4p%-i>C0`3*
zl&D06!fpI4-~eCAVQjkHj_!y^F*@u7=w-&*f`bH#7(z-u-^y@6%(q}{$YU~5CU(fk
zlk)i@$i`66FSAL-%{Vd8fxiQ=+hzoSWTxc;H{0AZ9ViNB3BD_KlmHO(GpGiuKw0UD
zdJKckMl#|3bV3_SL1hv4j07-m-bf|_0FNM62ug{3DeIrmiX&?93?qn?N6Yigf`1it
z!FOV>e4jxiArYcRa!^5(&7rXmkXjHMCYFYjLC^%mjPwy5GuZBa+e8TnY3&>a5(->M
zkAWM$gU)fw;Ko@<kPB)Tssbnvst7=Zy+u1<w*ZlsmY2#mFs7jK9gRtw5NL>6DVzrL
z<6mZQM#3=YnMZidFm(Stdk)a_6o2rKm>g6}>~Bg+q#Nl(;V+ldesP2J*n1coK#>r<
zA`h?E!tfYQmIeeH1Cl^W_yZD9r>G2f1;jK*0vkth@f_eI8@nem;1^khGXC)wZ;Jqu
z9Ly%)mk@)@^dx4H4an*=I3>R$d`^;;3VG1;@s4!n=>M4_wbl@h;bNF#B4^7+8AyuH
zWKQ~v?|CNi5h9YDL8Rgu$x%9nz@N0Vq-@+cGZ~CZH^;-PIW!-&W~63lnEV5={S7_p
zv<VI&$xA`AFjzjsC?y?Il+5%*+zWt4!GJZ>gZz7pB!zzhTUI*wmx!(vHf{zWK(0h_
zwX9n*7yW~%MtDq3%4cwl5<AXEQt}>6l}j;!B-mFnM_}JLGl(x+VnED5|K<urRW6G?
z;|1wR9c89Q$;3A_9{5={Awk+j_>?|j7jgl|s}W&p3>CCMMPMbvfSkbvnSdaT?GqEx
zMMeNFKpn{;HZJZrK~!ujNfT%2IyjR~OJ@FQd8ie_!v7hJR}z|!=+aVhxB!5r-jPNo
zfklf)h@zzih~%@09hjuB#W!I)xNHWB$`@?8bfTEY48;+AA7jNPI1lRMZ)Qrw*isUK
z1Pmr6D+y-H?_gPa7IMmj+a`eS3B1o2fNoI?ct-1RCN!L*s;~eAn4IoelCtG7{N_co
z`3yx6k8w}V5YS(G0Xx7`0Oa%tf|P*rpxa^zu7aUqc904NfN1$DMul!66wDr;jHMVp
zxjgoP3o@Ae^aMkbQ30mJK!6~FEdu9KL<`Of5!a~&XJkp}!TP};b*2X4IeIl%1uy3$
zXb&gJVD|ox3o^Wz_yZGSkl8vQ28oSx6gex}PU1WmcS=rppJ8#7=S4D359`Ro2qi_C
z=?pMAB_b{75I^Ozd5D<t2F)6Rb1*PNt3pP~hJU}vX*etN8%B@zlYmuyf)EUpr{L$<
z5i-Jgk!}X^$-^VmIS@_o$^zfA2*H?9dW2Sip!^WQbs3!_52H2sVgU?7%84g)s$}Ma
z0~5W_VH)V|oZyLAH<<yT1rp>0LYslOiG$c$zCOcH@(_DEhD|)-69(*bQ}QD8gFtYJ
z3`R}34!lSi0yEk=)(b(6c`XQ$htnn?4eW$;EYp07;lP+v6Tkzg1>fTr=A6T@<$0zv
zT6z+L;7@8M7G==Nh6AN1N8lD_M(P>dCI|4z2mG@*7y<%?ATw~B%p!?NGkB+r>1Z!W
zCSka%PAYg|N2rd3RiD@Ocvq4E(bAtFrwks3Xt0+*0!oqc#9N)A`pko0qG+apU*O+h
z7z&a)XeFu4282M6*{DYnPU3~pF$GS`u#k+bG7Uv#V3>KpFF3%rFinICMPY*4hL!~;
z=>J(@8UYpBO&oJ(%#=J0U0|hvq+iD8nH3kp=+c=Jlff9%Q3%E<8`3B+T&WyT$46$r
z<W>v>v;bYuiyp#dnHX*>zM`Ti9ihnqxE$itM>q{pKrl)Z&&`6(R0LeS+$e)hASn#W
zyxwps>R}1;5#%7%CY~a0ute;`2+fe;mw+A9;hLB$NJIP~5HLP)jq$1#ttdr+z+s3g
zNFcy4DuKr^3xlQs8e+*nDMeuAnQ4Y4j2%D`<*+G+ndt=r3}vDWF_7d131~MujBrH$
zuhC$Q9Dw2Bx17eb3RJ{s5MT-lF+ArZE=&RO>0H1n>cX=1W|1z$aZJp3gOE5QvqoVU
zDq~3zC9x5H8f!cxk1-~tL@-{oraCk6Ik~I4=O-sJqsemQ{AxV_oTdPlZ6shW!ALm?
zqy@7B@%cVZiyjg{M=b#U1C`@ysDYSZY~b5uMqDSv%Jhr~ap@5u9YAOK_yChd)D%~+
z3ql4Tn;`-n_&HGq2a5$|2nKMSff`^#MoEGS0SpNNL?&DqGG{<Df)VmWr6gfQM5Lrm
zz<}_78M)3wWM`=I7b_g_3ciT25t|%1uy=mu$>abQU=%$<(D@$Lj~WdtAS4q2DM19k
zlY^j4XMrDNl*<&D0l#CG!N1bszg#kl86ZS7E^`kqj1%FCyvhz{W*nCpI4%u{38Q(j
z0waQ?I3%6JOcJc}UFM2sa5PDYSKv3HS^%R;q?2L|k#S7k3Y|j4nwq2m>*YOIP?#CT
zHDsW;B}f1f?q;yThLIKlnVBICP8lY{IG|@*6z@p9k%KA%@d6>ir;H`YJvEE`Tj)S&
zD1h<h2W`V%xCq0+;jnv&8pA;!czTXm3?6J+odd<7L}m2|0LMZwv5*CaU<9z~c)qVS
zDl7e;ccCvR1%ybBph{>>Y~n+Q!b~ujfc#vSP|cKaC!!Z$(Pd<|U;v--nxq=DLv`RC
z=wbaU2ev?BBKmV21wB3`Mqn!r-+BWo0W(!uTIBppCc`PI`}y@SYVk1L1XARN`vIGr
zDiNO+SAaV)k4qRgWVsS>%uzqbgLFU#jatyX99a-zAbf*xEj<rYqW%ZQ<Lh8QkdV(f
z$#Vj15|B9~DHkWU;HapP7O!Ra0p$rK8e=Z{H+L7J84sEV+d|r5CJ>6R@@Nb>7YQXJ
z0qTZ$0_-BvH6UPy4d56(F*9u*;ISr(2^(rTiu3`ZMU24iW2_F@;tgmRe+LiMB5@6?
zVXo+$`J+wzo&*NI0|1Gd0mL#0%E_oJBQ27Sq7;No%8^W3j9@hbG{o$35iS-X<Z=;G
z5k8c7gMtJU&<tx3%S2y6B#j}%c^E3Jnwb;h`I(K?n9b;0zycBu*@K5u|H6UDUHE{W
ziEhJ(QVz_=#8ZC75g=L+x&)0fs(gvdqI-A~RZfr*Uc*2!E$qU81|0K!sh72sRAh>3
zke6s7$z{aYLX?ko6)WUOO9-)xD2{!av&m64T!BeUkPSn$z<?Z%m#~_EYYoOdsT}4R
ztU^FTRm@)JMem4?%!niPM8b<0lA0EYXaSjx=|m@HqA8K>`kF9<#F;68t1qG}jE$nK
zoRJzSItF@hK!SB}DXY5Db!?yEXj5W7hG+hO<v?jrHMIlmN+n0;G1e$}58)9|7?~*(
zYz|}6b+Ad%D!gVWfokLZfj|3AN@?gCf)?10IWq}~i~`kAZo_g=7q1WlSj)M{vIS<$
zG&Li_oP<hiSJto?GAaTp1s1|D3gCNMCGlSEVkj7o@QVi{9cV@}^RQ@@P2whT57`a!
zk)MMuOo)V=VVH8_El3wtGf34z{TsB$bmZ@pAs7rPM9_|sfLbteI~YQ8wowB$i0ho#
z{GNefZn#puM2yb`<yieJ*-06maa-aY4A<HRwS$mf%a%aR$bg9bQt6jMfK$ZnfCPFw
z2F2{jef4E%36o|3QfPgfZU$2!_XVV|Ob5$xe2BIsAELjta8%62MF^5_KhgV<F0#e`
z<sw2R=0<E6`cVZRVV8s$lmd1mALFF;P*|Y8qwfMUG9pVWd>tp%+)Uw3Fq{<08`i5Q
za4v=gWyQ70wG7r+6l6YP`e+i(a8BSM$0UN+GGR_{;KA38U4b89Js1{NfMGfql*8x<
zOO$KTRstGeo=gXsAc$Os!hkSM85S1=gUP3vB*9BFv;GRQpb5al<cj$iBxA)9;yWk6
zo{<gp4K9k?AptNE+eOpD60>klxa~Ij0yd~;Ss;@GuJ8?GB9jJ?JP>nq8h~4JgnrPP
zffXQ;b;^P)rf61q98H|#!ns;F0~GDCaFvDFDNph#Bprm4P*WK|;Nm|jV0av#Mk<bI
zc_;Xg24r$>%a3y>N8+|*!rT^<!j2#k%0vpSi8&Jvht1==BB9X_xfs*=!}mCbltPff
z76h1F2Z!A=8RpD45jO0}V>xd&*|bo{xzm%tKQ0eAFiuWsav^CpO5mOLHtApLxr~<x
z&uMbFl*t4JMkC7jXPrm4PSMREog{MD16M}qR?dhc3@N0uP<J#U(&4b#NIKFxiBo(P
z8{|N%SD^?UOCYcj%Z=)bL17EPDOW<62+^2H@rtop7c^nTxiH;aY&uDobhv!e(Lp^R
zXT(N$5hN8Ol_(_2e=IR5HcAI5Kzs+e5n4Vz5G$6E!-04l4<f?q@mq8UJmEJCNSiht
z*BOllR)g&m+M*=^#hYx;&=0^9%&4#wUI&9tj`YYpcug*1!urYQ@DUjy10j7tQb-yH
zvV4S*f!z28r>D}5Vgx8c2Q~n{q8`S?w}}aS4VfA<umQ?1TpUmrQvzrcu8}2yjQo=~
zC?f$I;0MYHMPeBXN)eP1BQtSC9EF;w2|%rI9ZrF-^9@dfv4$cnGqxnBwxr$!F@Dc8
z-XkgD*v^@0EG~g+($gX?%)E_Ccp5ma#Z!*Kv?R??6GYE(j2%Pc%O;r2kGF_kTpX=B
zXTAyL;FDO%f>w+1j!!UPEQ_QLy8(c(E*zYhOIXRhA`SwlP=F>+Mk8lIXXdnwD+mc&
zWhlr6cxHb5E+aPFgf#<5$6_6E9r=sts0ys(7_23i*G!hz7;G3mMJ_>rFvWRNA_=yr
zZP^s|!$6=*fG%|k3>3@Yf02M$!*J|*0J}OI@}l6vyqphUtAgYJ#$ASus{+DM5#l*E
zf^MysQcb}_vmqr?H^gQC2eU$(=vd@OFs53T$G~VT8w3Z{01hPLVgq^{3=}c*Kfmx@
z<f2z&fDDxwfQ*<KC*mI!bwdsl6cy>8Gaw8XnbFojhQvRU0fvv1@Jcy4kxb^Fhk*IA
zh(}SKf*SaUjYupVgmoPpN#+Ppqax-D0kIOm{P_nC1}sonc7KQ-;lfss?Sxsp&50ye
zeBBfS34=6nSn!-x4VEErI<Dn#P!rl_o|csv86abm4Fc*skR3@E-?14(Fw&)!4&ui2
z83w+CMeqT#g5c<cfz(Hs5!#?>%-fI&PlUKF4}tM!@XQ~6#QOyGK*rFy%m7e{WlQ=d
zrG$`x$RI2;S+F91*d}&e5X2x@xn{zogs6!%5LL;45u^1#kPVGn=Ot6I^TQ$L!#XH~
zGg}D^j(Nje7?9coNR9a%hguTMi-2BPKiRY9Yfhmu2sp7ik}xkU!3hc6X{q3!O9{{x
zrUqJ}TLcP*iGxB5^O7o&u?Z_^99dBdVe~ZW5GZs^2B7uh;iyU#Iw1;pMhgJUA>hl%
z2E#GSM%@fbk7xajzDZySBs>>C5N3r7U>1D`Dvo6+Jc26P4s0ns0aX~oI1tN+KVW)r
z#c+Bn1tJ<LJ=UXLh)aYym?E6O<3oaLdpF`(JQa9g7^pb>v@}LxiIc<LnG@p;%uxHF
z0KrfA5{9I@B-zAEDFt!@`}xfxyk$BHQ&@$;81vCF`JOQrnc<`$LK^;0`HoXy`i325
zVTqAT^I<-@t2V3K0K8_N7#$bK7PzJ<JGS7rvymbM7Nu~WKv<YbU=Rjs{6)(kBzrb2
z4g6Bo=0}k&HINu#qB#MFGqFB_!{}KcFkR555s4%b7W%+v8457Oe}Z2S0G=)gL15_}
z!2V(h26F>5u_J5;62ZG*1hK$MGj(IZJ~FF;NHALQOYcO$#4T(<vTa9;-Vi@27X%&z
zx#F6>h6gYp#Daoh%zC$j!IEfLVgQI6jpp(jLt^eWrzub&D`}a;Js1AV>6`@a#Rs$&
zuu_UJSSN80sX)u{3lyY#Vpi1fVdD@`ozgglr<<T=2tqhE%NP6($N{BGA^c!5Dv*+l
zcz{I_V^o7o3Hgh32-*TXwHxhSU80{{+=zi=+ZvNDB|Z{Lc+D&cC;Z1C7%9RhLRy<(
z2=>Np-r{^Bh#3%<haq!W3b&XhkS5hf{E4i83M_|UV-#dW=Ig+RY)!C5Hq4p<acXA|
z@Zfql5uw&oSzyG!K{D}zOCV+An;cS`U>Ig(mf&GdSO~yn{IGT)?PdK7*HGt(OD|<6
zLI{<9ou0wTacQc8{s9>oI~L8iLefoIh2`K6G%Se_)&pFEfp{DT94`Tr)Cdy-9VNIq
zF@_%ij^E%P*d*e&cNOaNIFae5H5=D0SlLT3wSb^ezr}PAZm<CId-%Vcz!(_o{UU6_
z6`DXw1a2lqpaBIeP=FWA8RtVCII5UJ{Tn@!NTGKyAC!lzV8nDo5D-TybI=jUK{}?P
zjFO|I<hm(w4RuK^iSZaCl0?Cz7MQN=&?*Wt<kHqstPi0_-mw@<j?BR5|Ja*z*&qbL
zR1$HLneo%wHYO)uS6?UxH{)mMVsL#6RG=CcVKOFY2p2#SJp^Ayid>lnZ42$*sbS|v
z0jvz~0<P)*FlrXl@e)Rd!Z|sPNC@JB*fy8OHe%qx*Wq&v!RQ_8IcS#)adqp2SSj-|
z3?pX5jRWG;q#U6NY-*=Tqe|Y@!SN|1LH`3vjF`w|QfQetLi`pKCs!BMu@6Er>0?N`
zt?UXRmZ7YgK-YmaIX&9O(=9%^LJESYEP0n%;_(m~z9)h+ICupC3#v-m5;0pw&iu)O
zP`C|4?4KA8cHv%_6DC9OWsK-q^#wE&AvH~0i_6=<cil)>Cy0+z9bs?)8cK25DdRz+
zC|KoKLyDO&vW^(HbOVo7n?i`iRDuY~uoZ3VB^$D+7)?5n2%`vP6h5UoB(epUwCTdp
z%+xf72#UP`(#+d}GryY;fs}+f{77~W35hTxDJ2>tCR@=K>lr!169GUjf|qtre*k=!
z$5O>WkXkt?7qHAE4zx#p@Lzl-7uP~5NQm(u5Az`aitubCCfIA-$Ork8*>RZ7W3o8C
zMMOnx@)OfbBY24A48-V;jc6Sqcp^%U0GQEwSQWw1_zM<5`GU*gEW#DeiGh10Aqikd
z?;IfQNy=yaF|#qs$<cU+8G>J!ka$gSa_j~Xy@D~5l;Tv@w)F%~fh!rfm?yJ$g$KGd
zcykfvf<~31oen0gUxAYld?-I&$KObCTUeo5gE$ckCj$YQVMwQ_bQ{r_w*l0-aRLX0
zOyFlUVggS>ocOr(6Z|nkSR3<ru8qZWVbl>M4c=g^B>F~N`Jc^jvwqWQs{Dc?nzTt`
znS>TG_ysC(9CL#_5zhfzeONa#3AItnZ_E+B@g0<c6=Wg@YzvRWMUe=NPJP}aHGC&n
zR(d3HATc69$o(k7B6KQ!%-2(j(e?&7FSaYY!k)Rf<u}V|5EsHNRYPQi^6(b(9EzEo
zgQ^n#Dbm3&WlXv_|1&kbjiMd~Z~p<?rm%{JU6nwBfHYu#0FnG$&VmPn0L~gcfcWIg
zT)?#u@(2Q*1H?Vedd!cJ2|rCdxdviZ*oG|@F>!fLjBkmgNQw0iDBZQICWP9kg~7n}
zjc&|VrbYz9z_9)>93wvljAro~W}{fedQQ$<LUPGyk&O|9%$Q*!E2&FB8k`^320@rV
z`A1-GcqCB=uF6Fu-_$Dcb=jaa!b%R>#?kDG(<y^E*s8G9YQ|tQl|aqA$b?}L#&A`J
zWg^R<P>){2d$7KcA95ZfX^Myai(eW8)Jkf?r3fU(KXe##Iy``Z5CtHFlvLF=?{G>q
z%siQ&VT-I*@CoinAxb&(3EmBrOW;#UnsJc9F>{Jtcn|gu>T!&L)CQteYnGlMAcd9d
zOdSu%AZi;<4J!Zu#}F5Zj;?BP5d!i+DS$Pe569>95RGlI0{IHJ5)Z?V^_2ie#6NHk
zExG8HZ`slEQ0F2iVs;oE*OLaSQ5c)AFd{>W4H#ci{Ub(la@<ziKz+!R;x#JJZ^Tc+
z7_(q?G3O@|qEtYe^%n*Op~K4x#Ax1v3f90-bRz}`+CaXE0>*SLgKMB~jFoGXFL5%0
zDRQ%GtQ{E@T@7kA0RU!zpb4M^YeYJ<An_55oJ&%F6Rjzns3jr*;Q|j(_hAi}+!ZB|
zbOJ91T+9NuuoNR!n90F%F-g-ZVke(dH^GHDkAYkAg3X{f6BPuE=>fe&PH+P2V*Lvz
zGk3$sbqYq0beINW;&=O^_Q7>@^rV8Q_qfQy6wM}rwJ7E#2f#L@V@L~70zt42vmS&J
zAO{4&<hU%Lh9R3*!N2iOB*m}rH|+p1!t3#IR_TN&U~>_f0HgRe^I=xRJ$wGVZ!l&i
z5;ZDX%0*cr2MiS%V7$S%TrJ?DMx=mrjqcXRWAz_{3#<mgz}n6GI4fRj$T4)7f|;Va
zZpS49h#Gf8<FF%5(g8R#KE}|{3aWzPLsX<`5*K0FmW5Rk1}PyiQW~tmA7U0Y5QGGP
zG79ov=H*{!MDGII4y6Wx8XvKBDhmo3usFeh%$}H)k$_WM4c45sBWp!)OB~L^3qQe-
zu-GX89p&5zod?k&TxQM1&^sdb3-~o(a7jJE4$%R)oLt%nMp{aRqJnPd))s@D0oAJ#
zA|R7sb~p~_u{=q3z)&qa!zcqO5%^etN!G*HLtctK5y$aSg9GSf7~uqFewaM-F&>3L
z%kMOi6}omH<_U8U6I{Ub4RK5AZDz<8A*NUYfr|-XuOV2Is*(Dz{((W^eBeHF&tv={
zKgUm`O)>693^1x;T;@4C8%~G10#kx|5%)NmfWkbHohxPFIG6>JWdJVAz@&s^_%94f
zkH97@Pm=#J0!Bm;kyE+KmG$e|zfq3M5x?<o>$@lc;KNr4#Ns*AQ89P}7KkOdV8`5<
zuc=7Pg@8i<Qu7E_>cugZGNCX65O9@E{S)iA-vOBD`<wv5auNqd;f2%KPGaeepCc!%
z+=4{t1kkugDWP5{3S$edo#hISfl07_Ab1p3g4GB;l<e^$W*-*&68|KWw$bouwByKa
z4>A+{-)ffy35J57Q-a1CkPb5e-vuDt5;F_7=86Gq8%)DNIU~d7Q-BA1a#4%j5G}!4
zxD_=QVt`Q8fADF$J7&QKMu;LOrl5+W5aGFi4I0Xcm>O1q-Sb71Wh_Ko+KAx7c|Z#|
z0%X(hMf5~4vY&vJSUdhijYX(KiuMKUoxy)FyAYT3VIn}_=Qc}7NeC3!k40lV-rEyl
z$qY*REEvEQMLdER!IudDUouS@V*n@`PdI<9P${AF4iO8o=9E%BEQb7#w*_efCU5Yo
zjVPB|K@tF6yH_-q@e4l1&6uUJ4nvekTI=<+rrlu~8nbr|m`*IK2m~BD7K%~w3<qlY
z8u81kBi8ouQlJToXZQ(#pnEGQn3;10x1kO4L-0+fLO;xuwG3DY%H|V(8qJ9kR)shk
z{$Tf$9yqc!J2q8Q;g;;BEye(BD$;jE4Nl41Ivg*8h`~c76w@T*=XatOngeEub6Bj>
zh2`>9NGlxII*-VWz_1NUbHsSQ#pDR`I4i?MjU?z;6DopnWs(2zLinUR%ZOb<E3ZK!
z7#%Ul@k_@rGFcMZCp;6=?1Ji^pqv=!e7KN4jkS|IOX&^O_z#>3sge(Z5ur+mqOBpL
zQu04Q0jN>h#3b9qc7mK0w$CTDq%f$!?YTVR#tIMfHRr)g95&S2JSW_SBL8DBhF5IJ
zGviy9cbNvWC2_}lc#UNd89<oG0-Ac%YXx{c9oy5d7zD%7qj?FB!+Zo(5I|kRm12IO
zyoE0>p<`lMLMoTR5=>1|0Wy%x;(&IBEK~3Yum^uZN4y-6A!txI!Pv-cv<Z@CUZYWG
zfC@P!7=ZB67K6m;&@wDflF2tTAsZKrL0+PHFd^`cnVQPGf)XAPVi|lx-o!;BOa&_i
z@2~<9nlutyb*7%dRXs2n4oByf7=UJN(YrpZgt=JH+jQ_|1TE^J8ZgurH1>oPQ6sWr
z=*${>)eb;UCd4F|sP!*%Ip73=LWLmWAvZ$@7^5Va11%q8XPi19H=a*8#ZJs~6|IWk
zV)(N~Yh27q0q^V0oCb+_CK4EiE>%<31acye_g`Xser(GXkHtozV2TyJOOdc>85>Z;
zj6pL3kkpF-+jK@${IPOMa0z`vDg~;Gi=aK5lfe-MHgwO~9Ft6mMnCJHn6XjJW60&W
zWNa+}DJih*`W<Q@P$K5XKUxu_9Pngxu0JD1$p^;~keL_8tZSibCS(4rY{Ml<^7J%5
zA>J|pTJlVS_`?NoKijI#N7%)Zpc4dAEYw#L2#^3-TBO0$Dbm67`GgfCmM1Vj=7y)c
zdI|y(#3hbkq(F8^8jzhXs?(`(dMOw-*L42_0z0$Pz+rL$Yyk=c0s)Ib4c7`Wi|;UJ
zhJj$2Cl}^o021E<<1DfR-lij3j5TpSGSFJ8z-2j(DZ-(VB<U!wl$%EUbMdT+mM;w{
z5E1^c%mfY5Cg7B2H}-ufIAg&qHo)v$XvMd1U62CX(C8>J;t#AJ#XNy%Ocz6BQ1}jK
zvu1_?aHhZpBtGUpDpA-bxdNN%hTA?t_!iJKGEClp!dw6sEEpki0h`Y_D2U-YNUcHN
zGmTM2%o*V_I4}fVGdw&7Of;=CdGjU}6A=18j1&;T=^Tw(W~BUN-e?~&1E;3uNX1lw
zf)oR@Rjc-0{ixI|(1?FpJ!%L{hu2~{vUE{{+!BLB@Y=nrW5fXRj>zNz05boFR2i8#
zC`O@j^g2Yx0Hjdn=~xRkh~yC^cmW2&VtJ)aAZS~dfmm{JQ+o4$K?`%^c+)W#>QUMh
zn}9#~kD|oVu}`yJ9EKy22!8H}F&%M{fw}h6!~~$iT*ESJxgAdAvRaMKYPahfnGaDA
zX{i9_4Z3h?lP<GkyDVmsFer?Z_=iRriiT#0uxpPPIRK9o6gY_6Z$Qv(w-ulQ@*j)>
zrf95}J#!&vK+3}9T(ZHMAbWtAoXu(TXksZ=qFty8`~hI&g5Lijak3hPfDjq+my_9@
zLP&@n282E6y>^2D6<IQ~3q5gE=4wZbjbxR&2a}gG3Df8}^w5+8;EjPZ0O1N1*%Klm
zgJW9%&`}6NE~eoPF6OQDq)KKyVkL~uazju+a6~zr83V3?l3W37v?ozTVj*zh6-EuK
zry8M~6;KDXxPcb{KbWvln#Il3zZ75q3<k$VF+@%T`PAh}`(VC^9-9y8gl>fdkWnZy
z;ItHCF>=N!6NX8OBsjAdMMYGFIg?A7zz^)g<^A5k!6za^GW{>V6f-RXObA%60>fzh
zo$=#vSgcJKsg((dpny*Oi8)yhbGWo^(J!@sd>f!-f<#8p5i8+Sy@TN8pj14USMjN=
z|HH({^h`VPYCE*9=amP_Xt7P%1iA`+J5LuXBo5kpLeZ027449o7~zU}a;d->_yv$Q
zxAr$yegL^H+u<A73<RF*>wL_Ego9CfXNtiGu`(DcbzxZsB}XIxqh(su0U4~`4P(M4
z%p0uaS}l=~g7L_O1~V66<VJpc%0@;GQijwBTVSMV9<I;*4?-=rX)Vi~7eN9$oHV>E
znrld`+9O&kFgTkMLopI@a|NNvB*k7?2-O%f!eAm6G)=`RWrwJOFEDTt851k6gL7j4
zI0~gE#7`3vfWrqwF}wRfq{?z>xuTXGb3UBVh@g!q5Qk#x5oBYI*f%E$?RG&u0FXlt
z1vd;A_3#g-fgG_e{13x`xnb9M6A_z}Vm^)?@#_tSSj>vFT0205cK#*D2$NaZ(@~d#
z4GAXp!EZ<p_`tqB8DPUV^&p)(tc&975E?RseDhzH2wEsYIHIS$`%u+Ilbi$lc1@2p
z8=J4VBtH$V<^bWQdIm?y5xKdzG=MnY7rroMJ&8%c`;aL^53UFW6NoTP)_=MFNvkC6
zdNE895{4OJ7YI^Cz>pcWnV{pb$jS@djCsKV!rTx!@fRM9G+`5*MZ54wz7j5v!Qrx0
z0WfoKc?H0fUW6VU8|vl6QUqf)T2^!X=E5@!)XX3Av$k)~7kI~RxC9poycVtTO)$=a
ztoe}rev0~FhV@@p#7lBqCu#cWqBa%C{4Ft9bcMMvE2N6BNyLck`UBcD#xrX}lZ849
zZ{81W{HDr-Ac1BE7nCIhLxJ9?XBA99NB1}#P>k@Y5pe=*g2oC5ml!cWH1343Z>A$_
z<x55d!vsbHt0&NMIw%U7C3NsE84O{V*a-g-bnJL||ENtiSv1~`L}aNLGRKObF3TpU
zaYe(O*#Pr5yy84)S$=9Ch%_VILLa(#oZc0XCXygJ-oS+rucr-v3AdIOT!a9Ig6}9_
z6yP^N7nGFN5ij^(*W;?dvSu9^M2h$qyMP&~^Fe^F14iTw9)5=v@TI`l#c^Z`h!SQA
z(b95fNLd02B4)Xuro%*Bgl9$#xFRRBCh(QlL{YwJ9HA70jj{gCQliO$DWq}%`$Tq5
zC4LbwFd-W8T+R%U*VqYx6;mM#Vh9L>nYxNh_UzI+I1caH>vpWv1erh36s99;B54MN
z45<HL^A=OR9|@~<I+z*pT4Xn%ggFBm25CeX@&Lvjl52x2SGOl<%}0Pj(CC*O5QSjY
zF$pm>w2RPjI6uQ#@o+hc_y5KIk~+$MrD52=D?1UOS|rB1P*l}vhBzm##WFgyjE5jn
zQGi*gK*19mas8~N+<>M4R_u6^m)P-tpN|qY>wg3_<^ZiEW{8GbCZpqo1YOJru0cpL
zkOKL9E(`VoUYM{I&-Vjs@_NKS(Tr38FJ|P95Cd`PKtNlxXii5plnb#)DZnq$UnoT?
z*bHuGTbU9y@{_okUQ5e`V%aV}po}%T;1Na$>nd(TlEeM47?cMgxqxM+AG%kpkd~|N
zKn0UAjs&K7fs%-cytevl5QGf}E0Sb$5xfTa!udc0bPNFU+PjRbFsXU$hACr3*1xp!
zunJm7)NybOi;7qxX66M=Aze`CYtG1P>;e#jQVGCBcLs>{VVp6q(J+J4*;jKaNI=@g
ztcjk0umwwhvi{N;nu|&nIRMd07#$F;6kh9w;1;h<&W+g?Q5=xzHguHNE=%P#&}D%c
zbaVpp9$s4&H4zapuzpw-pW`RC=ehsQ?3M$Zfu(YUEzEd(Jn6GvK=U#jPaxX3OoP|N
zIljjU{KJqCX^iW*2+4X;Y>_4{3nt{9U`P!`_!<Ui#>8vjiux0@SxB|tAG#Y{e#gIB
z#g4CIznioces?GDXo?IcH#zsze{Rm{ww_Vgx3F~$W>puU<`4TDCZyI)^;dq!2zVng
z{T~}1x>w@%4G&xK`#-lQ+`gw{>l$eZv281B)Vu8RD{9nmmqIvJ4Zah$P>ed|dLAk(
zJ8asRkWn{r+x62jIWRGe?F-Xl1KM$L1-3HWzE$HXr<AL=lOcr-M7>n&8t9VCvlApk
zinfg@iO;u>Y5S1E&Y`id0H1Xe!kB6xs?54{iDKeON~xQYvhDYTgu1CovEO$bS=e&)
ze+esM>S6QI*mZUxt-nXMeFsM5n^_lH83sf2s*CT3-`)K&Z6^aRFtES%|G#9mUCjk$
zR+PxLE8a7P?JHxuYW~AM!q%l>#_a$4FZQnt8=l4_mr&P<YqC50ZO3VcT}-#@Bii-;
zl`;D*S8u2LSN_}WD_#G&E!<$1)-9~ifptV5C^eX1EtmHJdMP7OkmJ3*z}K=K!!z+Q
zL;(F?eD~fifgP|0x=G!n6+lkm?JFZoBj&o$MPirHEd0(usQ$xIY`=v7&FN@5z;KLQ
zBxUe{*v@AJM@}wfWn2Vl2nIymHL+r#!voqNUhpH3pTU6pye4=9<Pj|1WP`8^yMZPV
zlbL|2s4)xL;fx&tD;_{fK4BI{2473wEzX!J0<wG_avY|^|D+(~65%}735fDsfsqsY
zp*qrZ#?Ae&j1}s||AY$j6FE(ck}&qaPh=o+9e-Hk!T?<N$-w#F<IMscunSo%)AK$9
z-;M1nx&OTo<zObv*rG!ikQ@lHx}1V^BV<8T-b~T4333?39{={0tbh8ORG}BRkRuOl
zF02cqvJqCehZ2%alz&PDrjAr7Un5;aj0&unxlRPOk7O7)6VaR)C<zBWcG43U{D+Bq
z|Fi6mp07HTd~uL7x7ND@8H447*PQrooyNQ%Hi2-wt7725>fa2Jfe?ySt<;vw^H-W1
z%djv)_rIiG#erPd51fe?Hk}NO5+t&HW>|I*IRnw?NJO`};Wkxid~B_OEih2)CbC1U
zB=m=MjWAIw3EOOh(d4rJ6{%UuK&Ltk)H)Oh3y3r}WBQ|r)CIa6Z`QZlUSLVLAg|V#
zl_>lV9jRl4BIkq21mm+H1-%N~7615O`&aTgBz)&oMA||QAp^ui_-Xp<D`*<#D-U%4
zH(vUYAA}MVUkd$gaw7X-+BfxJKC@&Dcu2-W-;*F5-j5ZRIfI2O-a~uNj(^xwKvBDj
zkbCHx|Kqxx6B|KU;r>_CNJ$b)3M{E`Js3aPE*HW!$a+u;*#T$<&9;tCw(JTI*Go#R
zO;O|Az7qbYF=2ET5>V*hNtDTjOE1EWb+HuWAF;v2-FgTEr&0_)=o=x~3Oz;7i@8|N
zp_mh!5cpxTMwS(GPwxNV!{C5u1hJ!pkXou66k*Z<L)K*w<xcjm1bR45`VKX=2H+YR
z+)c^x9k-n;fUG#8_HL_RiL(D;Va^&p;DrDD>-!9X%7C>WYnTpMDfvG3t8R^V)*t}T
z?P)8x$>6uS-!@4CLK=Gt{!b-G<g%z>?P8nGam(Pxw4p-fKa|?MaO?yDr~<-m58p;U
z;zu#JuZ+-yO%=+4*sC|vxShcEnPa4yp5hPw5qm#mg5em`F5><6<FO&l7dIef@mTUD
zaKiephHWcSuP`Yk+Xm8;sJ~cp3lcEzL1&go7!>A6WHTwZaAbuHAjPC?$5VO?SZZ$L
zGQ5AWePtvrGa5AH#W2NC9z+=c6Q7ZWF>2w1_5QjV@_>k#gkf0JwXp;KSU1LtDXCFU
zCz&9EFbN8=mMAE*;RaOHpi7bz%d)&e+WD;i=TgutELJiF2;m@d6pPKfv45pmV90@S
zGmDI*mVh_|W`MxWF1N3A{Tr8J26ihbuX=-l%{SQ%npac2A7I$(t*eA^SF}#s3Hea1
zRO6`0nxJ?Y3XqZ!v`^^eXj@d$ErK-0O?i{|=(?G%v;N0^wJ444!{N|{i$vjP052=R
zZKUE*1P?rYC;L}2pntV}Wkm46CdDn{fcHT_5zv&~d;8axUyYCg3BHf9+HgS*)JH*d
zhxV_wuQdK)0Z7o5T38xQV&OD|WfF7h6~se~OIr`<FTa2t;3>9c?fjrS=(do9r(kH9
z9h?F^Az4edRu1TY@CM#Pl>osbO_Yu!(tn^z=VlqkHgBhf*ir+<()qdT{VP?O3bZPs
z<GMT*J13q{T)+rJO_a0AuaGqF1}4NHy)`d0DWYqmvw+-|jI8eB-eJkDs}y#*e<gJg
z`+c09%hIN0p0+GvA$vEruVnuh0uGu6p<E<vj1HAqgk+PQBBJ$bJVKoV(L^t*KR^*0
zF>~N|A=v<~$LJfhSc3`ML)g{!mF#~)iO9kfcqg%PX@FWs3o6X^97D4iC)8RGa@8XP
zcD|n8!YusArTau{i*u+0L}yS`)iGW=2{ESyA!u`l!ajCFI!4)x^$!%BYz})1k`*Q<
z?HT~QHc)fqK(~UK*z@C$t9JO$;+gwb0$Z3FTsL@){azO6FeLkfVKD|aRn+#Ck+cie
zff>=ELIHMXVV8y*Gef@Ys%=(Ap%_{yz^2)lHADBevA|}!=?vrAzLNd_F*@eJX>GdV
zjG~blA%?l@{VRbfFfFtwQHZODL&*~NGeZn_iQwM<d;7`=vyl#Qaiorkxtts&q6s8o
zY%F^JN~?!*0WKGs3lurA9!z*Qx36UXQ;bE_1DGWw$iXI(dja6Rs08f82+fc!$=h<E
z)quYVR91IcRDum)lBTZO4xb6$t`OA7ir&65La&5|xc9F#{sF=a1{ZZ9A1-5B1}eIm
zj`BPTF+8*SMPh<|>06*G>cX&D|L9t+*a8eq%y@$ja7t#4W#GvK=Kr~WrEN8PAVxGZ
zNaZK6+R8DZafxnG+gGyxm)#!R25T3=y|scB5WxcAKTvaH0|MXq{*{=l4iT~eROTH%
zOcwQ#|6vzI3_hlefsdFU6J+qO9k#EG2pl$o05dLZ<=R*d5bfsvl@!=zfS50losmjk
ztZ+apa8`t^i=yH{-ucPeVUiYN4H%){QU3_mj~=bayQs(}qR{7;cDa8glA}$<1dt&b
zhtZ=8hJz2e?pIP`d&)3wn&-HrC88t{PW^>L?aMkQvCmWz#PwZNfoE_yNr{)>H=!Ey
zhMuBgEK8>Bns;&l-nJcq(z%#xW+>tl5ny`2HHjxGwSPc>M^3Ic7xUTw^Iz^?DR<)R
z($ToKuXO(d``+G$iHTsVAqx({D7Gqyn9k^p4B8_8PdKu#7di%DA1wu@Md}g*F(e4f
zKqlPtfDXfy@g{;7-;iNTY~h=H#%tz}Hv+p>`^0p<=&}iG9H2i3dbb1MB1hsYoF)hr
zKw>aBDuaVwV$+_Ix}V<$x;Ypvy8)TY`8kI?i8G-L-o*m>3FNW=6I!6RkLD%dB#i15
z7t#S8HCBr5<;X5EWgrZSa4kKL&57?K9pr#*GZ<n9F+kKLAag=WF`U<e<IcCQr2j2R
zwv=W?3Rl6h<aY=h`!^E^#aD?mmRxB6O6Kg!0iy<JjGF9nxwO!=;o=86<y@9tDK{}l
z@3IV=aexW>pY#%c2M|?bNT$flBpS?LQj9|qlz?gQ(5wKq$=tT@Unv_!CkUB$Y2zD?
zwMZGIZM|J>U+MZsE?^oZim*~a&cj%DbN@=_Ymp7GKs~Ysvt}s=)??x+z2XP}4O!X)
zGXW)HFkP!A?Em9UM&4rP5<*G^cs*S(rUe{x0;w0>J3M&j`&Y6^1r-Unlw?2^Z#f}|
zW1gm{aA;mbS^y?7K{gD}0t2>hU+Mn$!ER;uayjf1!P!zIWg^$romiL%U#BvL=1>xz
zNPH1Qa457FN=o4#DnJPf2$e%`!!j2{9n2KK)fdr~+nXUFj&vzA{QuwWUrFs3gW{Uz
z7D&R|RLq#df<3W7n<VTIps+255|}pLALw%y&);AcKqg}~xndc$0w<0^DNqgNHmnzY
z@d_~jww#PKTVS?nNwibvv>PnB2Mz-ZAdy3M*3D1=U(+gy_bL}d!OMhS92n_X|72AH
z9v$EQmDT{fFG~6z&-RtXADgbE5E3zbpK1p~v4G|ZHG0}ORuTJGVh!AW1|%8#0jc6{
zU&;M{2vO?61@Ul~Rb$b}5P{)R;kE%>M$PHn|J=XQVlpuv$+Jk!J0?L_vOLZtr*=UC
z(7i2AS`W2pZ~YQammP=o--Z+3(CS^Y&QckW$yx2j{*@LW$Yl8@jwX~7uz77N%IOU}
z_`0Dh@B@qoyTS@EOb6roXNHFx#k+qc<3u(>nD@4rz#1dB)kd&?vs`u*u)M)VaXTci
z<Mx%rAJIwf>e?sy3*dm*1yI-<dM$GQN^AqA8Cby)S*I*0^bfGA-Ppd8`UlPn)PTQ~
z2+*>tTY?Ih#jf|S6t<ymD9$pjyufu3$V3JWn<PN9Xo=<eoELe6gqF9Eiy@sqtbg#n
z4p%R^ML@CluY|0L1PB#k35LP~uw=a4<wm=)eWmfwIuG^;{UdG@bXm2HJp?9iYQ^X7
z`VjJ2(h6e@NP@$%;xRa<%ZoV&G`RTNS4RJG|4Jlgi2-NA>?~b~?=H?JlfVadxqYSe
zFN;LhZ;b54-M^Bc1%i0Do1DiDI9$GkEEovI90Y|!0PWt^fsFy&_y&+qp&M-A{x{9f
zdwV22OoM;iOu^~AkKIn)F7~hFI4C73Z`FX{#{l$e2n$LPl(9(E<cPe1mj-62lTgMa
zQ32Ap|CNB_y3A07l?`|RLof>@is{!tD+X?V#AK4=ae3mt+ex`Q9`**LfqcNY7Ed{b
zMx~q?YC@RiFia6U<GbdUOpmt+UR*o!zK>YW4&~q@PeMb%`X7PI#eyuB1VGRy0<<=2
zZ{zR%D>>$0ZC~mB2PVp_;uO1zy?><yThO*@3j4tlT$&2<hc=G)LYN``@9itef1Qu_
zH-|i4W`b;?Qy_u`L}0?^6w0My3Bi&dddC1*uO!hjW`#E6+`f|i|Ez%O)fk{lYRQLO
zN@p14A0>6>2J;08ys!74`&ViU<bK$#eJ*op7i!A<cW?Vj?|%}hF)`+g?OF+7{`_+(
zIsD%O1TJQ3io*oR*<t@m$rax=#USny%%HIHBEbw)^9}-6SKFwe=gl;|D@LNhJ+&Bp
zp8N-{3jC3D@g<uv1S5T#*E$lW&oFQv2Eqr($`$O$$3hCSK|S~k{b01gs&A~^QnV_f
zd`(aae3$pFOGw7x3Ni!2wb@ccjKY9uoP`8L3SpVa&bG^`V`A3@|HuB7R=7brW{Vt&
z=_XIsdKkQ|_+4&a$^B2xP(S8^;uqx?tQOCPjO}{=N-NvePOORoR?<r%23`*yh%8JC
zP(uMq5=AR3Y9W|%Z2L;;&n8M-79JbN{*}Ot>WF*$O8gJYhd^L@EF1+)OrQ;+b}a>E
z?Lu7I`Tmt0ile$n-+RAeKZ~<{CH{xC1j6X;q+q`!R340Zxk}q|gX><r6T$@CAnPJ~
z*`gPsddC?seZvluz=ZisT-dGcE2HprZaD#JL1<4D7z<Mg6asL@Bqb9x7ED4IEpjn1
zVX`C?4A*rdL=R#fR=|l^lEYEEw|%A0zvEy$T@Zr7(ma6uAxL8vf=B!~Etxz=Sx__u
zce4TN#zqIT8u$-`6~1&%6iC<#RWu9OWLEs{>R1^tu_BZ@ea#In$qDTLgg=5^1{|)>
zV94FPjf9JGV)d?YS)9Ub3-4bEG^ra**p4{M^KnOtFa%KV1h$c*U!Wk}6RV<x4;v?0
zMcJ+dp#M!43&_T~f2BwVOj&@BYx_#^AJHHRIg`l4slag1N$e*onPzh*hxh;`CxoMU
zTTQq#oF^=#=QVRcA*5ee5a_Yn+gEb`yQGH%LBQY=NZI&C`o!rF9+A*6gqcB|&>xj<
zKn77Gc+3$$vA!Gk_LbNlp~YUOz1`yPUn!ou%-+_O6*6Q(!lm&V$i#V9%ea`yvNH~<
zY=Z@m-pl{t?4f)T>-{2Z;uV_M-Tf<J1!T;a5|~ezf|y~$bVHDjDOCt{NaufUUkU!=
zV&pyunxcSYf>3I^b@%qK^iHXNvwdYG`2vDr?fe6bEIA?={+E!t$w-m=S2Adp@8fJN
z*TfRYd2mER5Uz+<0_oP50(LMZnwP-2!P^|c4x;;?adiuYSTHj;3|qt0u3b>it%K+<
z+#9;n{VQQgT!yq0DbO*&6N|TfCHud+{~1URvbo-eDrFdZEG^&V{*}y@fir)yAQW!D
z5by;TZQJa|_Lby6T%L_EuuNBN;JW;w@(GTCXeh;Hr&h6czJKMv-M-T2|1ki93?}H!
zlQLZM7&}2qHn#r7goEa@xDKh3l7aWwy0@iSszia%Pb=DDJp;$7!9}2)GjeWDEkpL(
zxE(+jj2w{j{y+9BK!Bh<0)+qKEW5vd<-gs&GO~M1T7;FmWu)dN@AVc7=qK~p#r~C&
z-Vo&oLCD2I4B-X~60QkO!aLYWPXI}U&6g|(BIj+}SBCvh&^U5u_O9^29*y1%Mj&D&
zfyr6>^0sT-RfZ4e$L;v5xPccS$F4z03?<fhLdd3exqT)3KYCvV;gVBHKf#~k>|e>K
zs2Euv*4J66P|WQs+5edtVex#~4uGvBVj)(*4TbVT$QCY&MCfz|j!2*i-wCE=sm;6y
z8Y1^|-Kz^urSYE8-lx3*nGER&BF3DdXO`bcW-&(UKPJu8Z?FQ_a+>E9WB*F#k1Zp!
zuyPCsF6Q=?KL3PaqUEs1jkzDP@TZBVU{Lh_mGm$HElYRSyp7GSi-qeO-9po;=<O?6
z|EyTWdc!7Zqd6XuLO2MY#6m`hu*`xft1>Wfia6&jl(M*>05AmBfDzk-qV$GR_}zB`
zKk^PDm;^k#(Ds$A|D;jEX=tK&7jSX+ue9Av$iitYzZ1#06mbOj(GFrx#~qan1l9*3
z{O9(Su76^F#;v&auN3t_01Q?iM~XIV<N?ZRH@2_j{zqouA_Rb!^q3qC&xhk<vaaxx
z`7*m0-13_NX2<<2!Bv#xUKf0c0+_`dSG?`+_LbycLX1sUi%nXCj%4eR>NWb*am<Az
zR$x3pW3|W-V86)429zBr!Uz5z>PFU6um*<WUI+}36bAB56fmS~8C=4J>AZ6PJ!c>H
z{*|t5Mtv440zZbC;sNS@_qMN$Kx#%7ZZC$XFcd7<LNX_!Bq8j$Lc%sAdP2h3FwhIR
z1Se!V|8o0E@CWc<!9kq+S5hO;A;B`}n|5Gz5CAi6jYR=_i^v2N#kHA^t3@d9Fe%>m
z{zqaRF(z!nh@JpU(+YIRQY7Z5dQ6mDhTuvlyjx<&arAN_?D&-+3k!&A`%3WNsu5-<
z$w3aFmH~zI8Ekh;Iw%ORY|p|f31v4*RQyB31Z$ZyhKNB@|92GRzs$?OPH5NLSF--p
z^12rak$_WM4c4ADB#T9m%TR=ef?*N(1XPScVJFmc!NDLogiGBEKf*f@u{MHRbG!?W
z$v=@C42X08WBW?(|F?J!S(G&3z#=yhkXbl8B7?(o2NV|-!H*ygF;XJ(VfqX*v|fW#
z62@^+X*O+lqX^$8r!*2U9cv{a&hq>A?JL>;^Iz>>>6manq`}<d*uIke{}^EW`&Z(j
z*o}7q;Eq&ANIa~Ak>9)Sf%f$-wy$*kC6-6$g8wl%^u_noBzWp=Q=vVB>0uRUn%BIy
z!~T_UHnU~h3r0Zi2`kq2mEvD07>dH!f{SOlf@5G7ZoXkDg?v^%h*^;d5vFZAQ*PKs
zD5-St6^b$#n#)%3APf}4vodC4k5L+!?5rUjCIY;3CU7U2^_TbwKU^|^ZG&lGAwWS*
zh>zi57?i78?1q3dhFM1Z_x_a#-Xd(=+gIX$0IiL2ozN95#oNC!tnmzCNf)+(>GtyW
zN=QjeTJR^LB530MP_SeqA$ykdx;BpIKZW~~m_M~!1jZ*)MpQsif(h?p|4K_2e8KuJ
z4n`bt!4(Y_&f^W-6g8BgD}VUdMM_MPc=Px6mE=Dh=$apBr(eRETmz;TODpW#0<nRh
zT7p(lu5~9cGe`@R@F%in%5<cgVX;BLe&zy>ax~ac)b^G3p8*hlhH_%4+%uTn-oH}U
zA#Q3y<bgUIFM^1{L#)zejJPPeU_?}luoRk7C<5Mra9RJP`N3Kt(c6lRXv%w6c5nYm
z<DTdl@Aj1uOAn+Bm`YsxSAq#ZjnXD05if|OGC`LwAWM|9Ei{E_VRMcG57RZ}A<s(5
z<@uLTYxA6N8;bmo!5Cg$m|_E>=>02Qh)vCdC?SyXMZSR<5i6vW3`d9NB{UA}AynaK
zv?@3T72p@Fe^=h(7quTQO0vakFf}YDwT+18!V0II?q6wTf|v-%5Tae-Qq1iu!}FiG
zqDeCXfmARCiHY_h++zO3FxRv}LkjO-iKPHWu67Q&u~{UZ?Myv^i+Uh3Oc5Gmg@N9f
zw&+bCpdlW|{vZEp|4Pi%Mft!90)+}e#0|eVDpt*)MN-%l5=9jNj=(LTqjLKV3GROg
zKBEaFh(BAkb}PZ%-M><016y3kRm7w*Qg|<BDbMPeS%rj+Si+2{3&66NGEy?#<NhxM
z;aU~&Kc4+7neo5czA~);q0Sxe{*{!Ra6gw+IiKQhUm4jVhwKq{t>L=Y2^b!r$Q0Vu
zy~I)-i$C}XzOBap-oH}g;tX+bUm3gq8>0X%DYBD{nT~`W2!RBbKvTezRS}~*b7Z|U
z*0O#7N>_`xvy;`Lc($+P`R6iRvLK8uj{Pf<Rp6H}X1FaVM={3uhRuV4D8(QkOU5~H
zN)!cB0ze#tgJS>KCt@~2C}e&Ia5xcZ5njq{Q9)7rSN_}WD_#E%__!2=I)K5@f-Ga;
zwV;l7;k}foP(WxVS?i+X#n4=gE1?Q2IxWCJFwh*zi7}|%+P;$YkLLM^h%zC1c3lR=
z0~5@cj^SzO7&PH9(lHn6u{aUoaxLP6qWm}8S4NNqE}_v;$HI(IgahDG7*&8%7g(8u
z?R5W2aLkd!y?rJ7e^EA$fB#C8SI8+Ii+qq6@fYG@a|#*3hG9U^4V~9+P~q(>qkp-7
zrKFOiYg>!LQUo?(Ctx?XujKw$bZWGZZ~w}FyL~12r;!sd%>AK~LWy_ugiV?70{AT=
z{-66-k~i6|4>>QEW0Z3h7&hbYhFE;3i0vzV{++pwIX^TR0HN4I%@-RC>pe_I=<yL*
zcfNn6#z&^-!aLG&o72VHzLNWIO_5zVWDVTJ00+eRBn|vR4#+xYhCn3<r*ka}a3wn-
zUjwXkK1qud9^z)prdZoovi?Z~fG5Vce<kUr6qKQh26DZ?qoF0f>ne|;x37#Wx>FP)
ze#W(bC0Iwj58$E~WDq6?HX@KoN=M|TR70qm;FYpt&7;8fmE8Y>k=T0len;-pMH&QJ
z{z1%eF8LhgX`%oHH=GLf@bCZjul#@9oe7*x^&9_D){rPaSu&EX#O!y*zHiAM711nr
zkY!{>*>bXl(kfbPr9y~QC?piwB72lwNF><_|M%y6?wOf8!<f0v{l8xSf0LPe?m6eX
zJp1=~zR&YjVik)Hv;}Gig$*e|JuED+3N;k1pwlZ~$@$L;vdaVNQ~gTl=0BCMw3zjO
zsb8u6Pa;a?xv7eXao8#VDJ=m^v@<5X@|9YD8E|XGPbL81#GH_!3{a%MVM7+7#wUzs
z!wUeNE9Vu1g(Zykj-jhzd@-*N<twRw0d|!d!TJX~P+M!X9?EF_N>#v7a=x$SD^>qQ
z{%-WSq8Ca%RPhyUL`JMZLhv{?Ht|6e$qnjPqBq%4Am1eP4ao2Z$cT|vz<vN$Xaw#W
z|1$7XvYKj4;4#H&WJ8PW9|;}ysv=-S>r!P}l;FL>Xu^2H{^2DlU<FtuDfkB1!&EG`
zq4WPzzLNcKihcQ9zfya66!io?W<J0#Q{^l1f1zGvy#i+0f=CDqMP@2r2TdA4Y1xE;
z<(ilt+Fi~SlO@e}toyK(wa*{;0~Q7G5jS$*fD9#O!J@K_%?gogV<)glSF0e_KYYNF
zg6N1_(;Z7@ELJ6#Db~$rZlzPd5}KDY)#vh+oWBEs*ghW&aY#-(m{<csLMCud^N3Ie
z1$hD+RtS))@DAGp8?mE)SUIAEWs8Y<70d^In5@8z`Ln77tRh401ccF{8oPWY`#)hJ
zd1Zt_Nl(SD;qnaDuY`)#q6&22x)!KmVVqV*nrNdMrVx4nss*~31>Bb#Qthi>>R+*R
z&U^#LYBC){4|IUm(9T(HM370&jyT9k?aH5qR}Ax<SxZduH6{zpELRov4;c}za+IZl
z3JSRKPa!oLWTe_uB;W#K5uNyiPXf5G4x8#4jgMwynI=)j)1XxGeyw|MS-#Tbe_{b?
z50Fk~QiJl{Vm>KIhAk@q(KRws?z7bOE2ZO==Z5=Hj3~Y_K}c=i;dw-wy@J$!I$hHs
zVja3*v88-b;7<d{EyZ#%m2I|>)yL#z$!Kmwh;>a<Y3f(vc*E|2O>kh+v|M<y7d4;^
zm9Mn0*_3Ri6_79WE7A0NUlWk0TtQO?obmFNl0POEN$gfQ1?ZWoUkRoBr}CAm|CH{J
zND)<gqxzL$K~!vX3i&k(3ZR@JRUPwHZ4?p^WLJ3Pb8vtPLz=I{0!*bvKIf}dD_=gh
zswrBkJsB39qM^oZT>(zXzs7AN0#ujM>lO1xi06%t0aaTyXhbQ=cJBU({At=Ns;j%6
z^P#@;p{aNM%rK{ZV-1TsiOt=;yC!xE2oKfRyZ20V_YJ7psAp87yMa3<KGw~*?FRI5
zQ?0UP^fPV>4(6-cwqJCj`KnQT-(Gr)KjxVrF6z~b?@!6hFwelNws9xK_v;(uPSBSg
zU<d#SiGAHsR<C^hvp>`>PrHik0<+Z%$ysFNw00x=jI5FK>WkZ^9o{zVtt~&4967D|
z2TSulKJv|BWeSx)`rxraM~XlA_2JtV<jRq)<b*=K1W40XFAq!&fP@SOH}>%B_U;|8
z!M6*j0ZS{`;i?s2QCG1Q0}Btd!OUoxA=kpKuvRa=Z!7@e8zD*G)Q|6-=<c1E5Kx1P
zrd1o%4XB}tIWpUfaAh@znW1<x(GJXTSyJJA4h%+b>WxML0<;H&RzTIZiBY}!@QtbO
z*d!{UTR_#QNLHmm=**b7sF>)m*f^LoA}Ay#CIUGc79AFlOh9I`PMu6uz04dot&E~G
zTokA2r$i?tlSG^z6l4;cRtC|TvaV-3=yb5@u%d%aPZiJ<*z~ZNm9^-+AvPn!+%eHA
z`yLm>F6FqGNLOrd6m}Zkkzgy<9h?T8$)#xRqOjrA!A-@$DXY!4>Kh-^)@`WP;W>v@
zA=?xjXNw$Bj3IZihvgJXb$J-To3acW=(&#nsZOfl9lM!S)lscfB~w!tN;M?sdCL^X
zO$!G@fO<sJNQQ&U;of98xIFBeYJOHqIiZ5FE)Sijdd}gn{|E<%j5|72Vyz4mj15nw
z2amANn3OlDcYxEhSCD3xf?*9cSip|2g?#79%n6W;$`4mEOD3xW&fom60wiPd!w`f`
zO5Pwu{u*H3Oj8=NaUkP?p+|IhQ;4A(=fRAF5cp?YrMevUPAP+3DHuHSGT6$vN;R~T
zYKGW3=~xE_vOLhCdo1=vP%s~xxVv}lhN#l#rs&bIzJ20lY6K+q?I%m4etggPzHR$N
z#kir?2uCTmeKabehraOe^*bvHWiMj!_zle!AtnhDF;5rES-;Zl*|LA0E&B~E1w)uN
zY1~ZOx*YEJk}{aij!BR#W+HAVK3oppr%=#-2AyMoCV|ewe_0B;WWjV((A`i`0Xjz`
zrvTjz`O46Mjh?Da>({RrmEew5MfM1r7fca%r!2W4k5m*I>4Hpbi^1s%<15L4y#<M;
zAjhf=+|PB7aX0Q8HNZo=-lUr;z%IZ2;PVT=&)MPXcllzjT)*BmxBE=(tF;T1uW{yj
z+0MCg?W<QbSFTak^>1HXS^8Sb*!@e-SwT%2p1yuPX!7+g`G!BX>Du*^o38f>95=Mz
zzU$XZ1T@c;YsEO%CjmXJY#ob~9d<)HH^k}zq`hRwm=-Y<?Eux5fDtJ~PO?oA0m(V#
z{Jl^`34K|K-l$5ccRk|r#;9_Z8X3Y=IU_m#pGTD=Z<1Db8AMe|F=L}D(jzgwm6e#s
zMpX)d#O{O$D7!^K2*2xU8Q5Eb*#pcrjqCCCt>x`!PYihc(S1Aj9er)juY=>y)Y$aN
zfGI}@OnGG1uZa^w8#in=ZRp((Hf&P-u4z`iW@`&=u2ZII)7$EO`11$*mfgE---QcH
zEq;y;*jQ`olJmQJSUaX{eB#d>%V!raRHVq5=<ERxRx7h{*UHD&Y+c_m&-LN~b+Yxz
zQEPeeI%8fB>YMmg&c838`S^e}_milZ1?K(uPiV*MYp%B(9ab@7N{(y?^DMY+_`yo8
z3w6nr?V}cB#ypbE%2qx1@6*=i4Jvdf;F0A;bLXvBxzYC@e)oC#0=ciP44u;R*|{6b
zxB9VkwrVfE_~O^Cvc21F>4>)~e)x02wzcMzZJ4|DM;{(<I{I9tsO)vK{XMpRsc&Y^
z{H)NK;5wD>xmdOOhu2qT&py=ZmFxBq*H(Quc<94XKTh9v@!d5qo-9%OTJ2Y6u4xd_
zxrFsj#me`tJXm@1fpM>f_r9xRuWrTqHvX$&?%mbvG#_>`?>z(0mS{Pu+>?vzHs5-^
z#TeJnn7k3$>IB`M^WEKbHsqe)BznZe&GB<e7s|c)rCRH%m)o%Yw&-r9?<uut`=v!M
zv}>05@wX4Zz4gT5Q8_zaT`_*e>9{Jb3Pyg=rryjW?F)S$*<eANB6F-xWnL=T>cU$y
z|2khNq;8Gkr4Q6QROibxRmyD`QU3b&4%0$j4Vjb>I{M{N-M%mXWaS4oPC8O`TjSZI
zT7TB<^5<2*>Q(RE+2wxt{NdfN7yf+3&^r$Py}y6U;)@E@s=H!(T%r24j&0cAZPC6O
zn;Qn@T^%|x^y;j4*Sy-V<(IpPmh4`4+$(kdtypWV^?S=-FWvt2FCUb=JS_Wx>^r{d
zm;cJD&sRMVv1Rax-va9`FZyn_wgI;nK2R#p!eM>tyb!uGIJb3mR#5Kj0R=}4dph8H
z$A4yw{ISuap_QMilkZ}-X&<)uci(fXODtFskaykAYt5_$<8zlOv7l**hwon=dZJ9e
z?}u;x@z~Qnqq^sbcaJUK=+BnbtujYy*LXHAqV1$|8%tLBcI5l_UYK#M<-;G;x%2)5
zrE>S&A5v`KJ-OE(tNq*c`NJo#F8Fkpm{Fe}`sL{IQcH&p+*bR^>#u|z@A6)$Vx!ty
zuQm%TIo}#E>dhDDY!6&rtmc~1eShrpbpID?G`eSC^oXDrmwj6IkJ=xd?>gf8*b1)>
zI#_zg?G1ChyxeLU_&}4Zi(YRY-2549*Uy8CTz+Tgcl~o-JNLukQ~m#aKK}Z)R&@()
z`{Gjkqi1U+7P(wyagja4d)Hr-txRI>#rN!aWm(<tzq{hvS8UPG-+dbyKepfPXNO*H
z+<1Q7)1MtY9)Gp=lw8Z7eDeBN-wYj8zD)m)IXb<*JhsP%^AXQ<dwkd%ch&f8_{cfd
zv`YE<)?4>-v%l~DWb)O}QrVV8#83JoPvd>HgV)`cE%ZqCfXdg)zH&Lo@|^eAc=F`6
zH^*FAadP-=A3XQ|TgBcvyZ*kH&M(h#|I;s3A6a5q#|A_1KHKEpnYWdCI?sj|!}?^K
zyZnxeE1oTQTkALa1vk0v-hdK^hYsJLr{ZlDmUnM;$Ht+Le30|2p)IUFxoc#*`gES9
zFZOWfTbldK(|P9v<Qdku*j>RZU(Iv>!O@kcjqP^-<<a*>zY<Zl^XS@zUv5x#Oq1eY
zlvrE;<u`&4-`!?Zrv`KHpWNim;1_E&F8{`&HC<!x9oZ=8gI`+xTQTpp@^6=4m&ZN4
zZ^K@VMox=vU1?_JZQ0vZnpL=8(d}c8H>g>sz=x}?)~8y(((T3RjT1f?x%r=NkA9VR
zclML77OeZ@htE$-*u3gkv$F%vhDB_Bee<DXk!SDBU$Fk_JW+=a3|#QT*HIPUeSAZU
z=C!8hZ~IF3)rm3p#gq>`^X}Bg8&xjdzUb^%7pxo@U4Q=CUwZZoT3CEg&Os&q`n1xC
z!UabiTHf?v=>E><R*pQ>=GjYMTZg`G^xLDqW$Rsd(dZu!eRKMY{xz50Rx8`o7dNdg
zy=v;J=lAD6-S*<C#IuRR64xajN!**bIq|*3Rf*>kPbLme3`u<G_M*cg>Q3BWC(r#o
zE8JaZR-T=CUKmknWxhAZS8Tei?Bc@TkGc1UHU|eB>~*l>={suH{5H?GMZYalbNrD1
zy-?|D&dY<&7O~FOF4iP}aQ^c7m*pRmKX<WbiuDez(e>iWHESxa=(gtAPwy`8|Kj}D
zP8U5??9lV&gU96<cTd|wZL777Y#XvQU~A*J9A8F!dDoYv6Y?blB@{_0eWv6cLmLiT
zHKN>$?h21Yu77O8jLNUfiEUr5eeN9<cMRS!aL0W+o+v!!fx5wEbH4dSlNn7HHL=FU
zhCcCj&wA6}cz)dMHH+4^?HLi?H2k53eHPYOn9%d}Uykf*dScdzzfS!6%lcjMpTC~)
zLF5Awb0Y4K%okDR+58EW6aGmk{%o#<BYmbEEqVCg)vMOK*W9yV{QB){!hTq=;o%>8
ztuD3VsWp36UVSU~_hr97^uxFfZC4~r?E2a}uXY&q&dQ1F2aU0wA93fZ3f~{y@XosD
z-=FtR{F_}~+&8TDOV=x2fB0Ht_JY~#5A8Gb`y3~8#OGW)?DDX7E509AYS^g}zl<C^
z;{K7%MlK$CWaOn0505M|vSr@dg*)H%=H1U0S$lW)y9ZQicK7zX3*1$+^6qlgs+O-9
zS7Ac=9RcC@w<xsp?mLTAz3aP&u02|>&C2@G^Q;E1{4nQ%cRn5;`*Q5?!!z&x=<T8H
z=Cu1{TaoUQzM7sm;_S1347vC1vF|s3xA`~Cr&ey({;3HM4(jw=oq`X|DEGgIJ5;*R
zZc5#~O=>k=R(D9fq4ig^FVptJh6fInpa1CIiTPZ6_MC0o`q7{^^P8O>S-9!iCo8r6
z<NYmN-S@g*?)%L@Meb>IPr~>_Ykd3hIUjps`_tR=ZSVR_Y*_UL-#+uyGd+$MKmP3T
zqucjAGrIf59woQ-pS5=SA2Z*ZH=yMmv)yyX&)q)#T>XwuRj+&Ht@9O14Vau~^1#VY
zJk@m1(|aD=)3oMY-)8%^?Z88q>s`Kfxx%?03ydg`BmaX1I+u94c&>Zfm)KaWX^D{~
zCWl?_Hm6(3u7j;r7blKcxVGT9iPO8ay<=-9XzGCw*O$Rx1|{5erq!8TX9nC6_DZ`~
zCQf+#krM0ct)J2U-}ZOUt~Pr>j{<*|+Oa1*e|Qx<xbu3sdmidJZ`X$>=A10J>($+_
z{Mz`}MG@I@KQyX-!K$Uom5M1fulj*WB`2?&Jbm)`Nn0nKTKvXS3%}mBr1Ce#ttCaj
zUe;$^-$xSv?A!IZ3;pILTt5<Zy!GLrzrI<UFzV=SRqv}htHW&9-e31D**$3Uj~kAT
z-t_jo_v06y`a5pzPrrs=xOn<v!^?YqS-G^_(~pd+y<^|^-|e-+mY4Y;`01dZAN>3A
z{WVsNXj5-M>DXe45yyIc-nmcfznhQl+@$rIo-;ci`|#&QQC6;~RZ$7;iac{~zcRlC
z|J&f=qCBHUzd!n1lh@a*uDH13^_jCbe|&88vA;gc(Q#3)QlsB|b?s~SzP|mnnuV*E
z?pmZnsn>sqe=Yver-zr`_3fB8V+Iwj@YdOJ>&7jsu%v>kSInNG-+uP|k`3o4oeZgT
zq*B*5L7%?8ZEom+uf~2grc|TqElxIgF4teyiDv(MbW^jbyWR6=hYx@Et~XBywhj8S
z;+a2tzrJVZ7Z<;L&i&|L^MBd;#!qjTdgp55yp4N{TnW4~^U8g{&pcf6r%UgZczaOo
zmO=9(;=`uCWm(^Cxwhr%pSkN5tnpy0sxu=-S1<NLpRa%Z;PZu}7gYSD+dpsY`S8g1
z^+qM!Y1RDV_a-gpKXZCaVJo_6^xFQP_Uis;>-it$etqtQk>d-DFY%7+zC+a~B%Jv5
z^aqEA-}BNvM_c|qbxrm8gWnqX&#p?ZwEby(;qj|xJUe4ti<TX}>9D8fM+2tMeSb!^
zc>_Nyzc_B`j&Bw&Y4OqAxl`sX`yl)FH-7p1{G3y}t|d%A`sAkdQ)_Quv-#cUvv+E;
z^zXl>U0-#;dL;av#qWns+}Ne)cY{ylyVR_A$d;ww4p>%hj(h3$+5Ps<I=6jpk7_&T
zcIxnT=dI;`Yd>W8)kbxz&#yWAg>TD#5_39k!%yFA{CVTrxeq^8wfBI%1Gk*qcJ<i8
zpH2>Xe#5EX7WYV8bZE-nZx`Noa?0!rVW$?=Xl4EU+w2{Ke*bXy_Yb|kt#sIh?$+4_
z=X;#%QsU=Q-AacRJ2AND<%=7O%&u_fOD9I<dTGx~Q)`}kq1v^|$9A1Kv*zd>Wt*0L
zsOodCMmJ9A^2O51_Z=!RdvLj{v!3nr!oRCW{L$c4k9T%fEnjKeseM0u_r&CN@5fE5
zGUcvGpH6&iO0PjZt}VPidDD_lF9e<HaO8{HpAU&R-}?BW-&?+9O&xf&=Fu5N4;I}~
z`>1u`TAMSEo$Il4+M$ELwAr?0-J;)4{kE@%)$Q8XOHRzM@#R}fU+(hoQ{y@>IluMD
z(PIO*T^`uHPN(Io7iB9xVdfi!venv|ZTYdB*}f^AZQ7=Jzx1qs+mPt8t#U^{-yr*d
z*Vhe;-&U)6_>PjJR@Yqq&X$HndXCw0w*Tcw>!rG@i%u_o<e3SLcC>Hvzf0LW*1i(*
zT8Bwrb~^RV|N2iDu=8T;9R2G~EA&xd(-9A>E3>-X#!4&7t*x-C>cbC|ec++{E0nML
zVZb*{TeNQ7wBZv^HSD;(&QHzvH2c2U)=uj?{o3ir20NRy?9k=cI@?>VXtMI%eItH)
zyW8U4=T{BheefIiyvHW?`|KyH%&&<{`V4BBJEU<~g{ECQ|F39=YOb%U9~}D65B=|2
z`o!R`Usx5s{z}vMyUzSC|NgwOGu{~9WX0h^ueI76c-O2>UpE>t;NwAehgIv<qjmGg
zPOSZU%f*!={{3On$G;uE?bl|Dc256l#<E|sKez6a_+9-%53TC`=A6$4Rl9KT{FoyZ
zj}|}r&EZieT3V5<9&a`1@3;d^HXn@IQTCrzJIa;$WXbF8-+t=h(lyQ>xp*+|zfJ#Y
z8$5pTj8e05Y<i&GsZT4-{p_<PPg>ta9X_!np?2{<s`Tmn_Tt!|5BG~a->k)%(-T(j
zcx`sgotNicSXA@t&D)2}|LEVifk!7)Ioa{!j$8M1h~K#{@;TS3y$h!-ztaBBy9ZkD
z4Lo|^-XV!|s!rdBtr{5F|Bq)^7nxD!bkv5wf1UB|rs7lo_v!;n`;^{3c<q_K{d%5w
z?C8b!#!TATvBI9c$6Ab8@z}!9GqLCY`Sq>m|2S3lXvNYMOUKmu{iiNZTs*t#?>|2+
z_s^m&rN3DJdi$-`GxO$M?{RJX<}cs9e@=ndN?j<tufaPl^OSqv+Oj?{Fl0{f#=x2}
zLstLu^0@+k+;-`XUkhI;{$swQ#do&+D{M-+y;TQKy*MLhqnx=%_P(RbJ)ai+smLpL
zFB<>Gn-4TuHtzVFbH}Y6|H-;tYt}y$_~78(p&#^r;?o9^kB*#n{NuPebLW(q({xLx
zotJ0UoVE3%U*~lAbZYz?J&(o5_L|dkWz5ULFIYX!ulaXa!w=m{$Io7{xWJ5`UOxHI
zl8)!k6&(56r!C5CtWu@X+-AL3{uO)Y(jUJ#I%r<&Q=O-lSoZ3~mX}NI{$gkChXbm-
z(JXJCe+oWV;Msf&?)>t@-6J|SI@aL926-EQ8UM-abyv+<J>>N(cYQZu^rQEed!_f*
zy??!5c<Pgrb}WpkHhIW9Pro#Hy0y3Wl{w36uHALzLi<yHuDN&Z)d`yxcDeLo+q!30
zTpd}U;e~?VMlS8Vq3yKx$NPs)>)G<sn3&Igyz)?7%YSREYG3JvC+Dp@o&S?+^W)-s
zRjP4xV2N6j%TDglJ@K1DgXZsVQ@`zn-#0%rwPT;pe(T_#+r7)8-e;EHwPniBZw?9h
zDB<~?Q#$V2GsucRwPf5N*Y&;Erd+*nq4qEPCSDIb)w;#Lz1QXp9lN5`>*J>UP_S32
z*9N@*cja@Jro36d>Vu6ZcHVpMplip!zrFvX@83P(qtH)k_X;Z#G3cL@qb@v?@M-DY
zwXaRu`9zb;gRiZh*l=#SiSd8zn>b{{oWDP-Ht+XqC$81J9#^sK+45%_H?Qzq)r~o=
zsw2C6u%y|V^3}GU+5CFYq`0xsTcR5UJ^w}Q{3pk~+w|(;;XMnU*l^;`$i9(3eN$*|
z`@g!~*Lq6Vr2__E9$fn3`ka+>F3Z<G&lCAxxVu*6X%7cKxVV1vCUc(pt>xgyrnPJH
z*cTlheEgZmF26B$PV-T7UODkqr<ay~{cp&~e;-{vaoK}ADqgA>@}Twn%pYdvn_Y00
zd)7m<TXws<+wty0etvN0!Y!S*MSk|@$5-0UtGjP~w)j4)-iU4xytsSGnEPY5#J}Ht
z`ZM7%o#PH<`>y)jj;o$r|KxY`KmGjN!b6`A>e=P+{u51}EBRct<0p>Zf8?Ky=caXh
zdC7aZzx;7@*99GxE}DPm@J*ke8uL@skaa^I>e%~=^}k#fb2ZCdrS;<B1#{*eF>^$8
zy;0vE|MZUobMNZ=<}YhHwB9-GkwxWy?Ek|vKj!@*=HSu7FBPsnuK2iz7T(iyQ<J7G
zUTt#6?)d{|bY1*sm81D*G@r3&;}dfSE&alEs=(g=y;)@H#3_rae%H-fHFWW?Bf}Tv
z%l-1|f-lq<R%t?&(+}6|fA+au>w>J2hlbwMxW#X^zj^Z0!PUN=b)tEf0@K?ss`AaU
z`3J5>zIW!ptLOe#>!~*JyZe2!=)EQ7zF2VO{r%_8F5G!?VX0n|n?2Qai95c_(jJ53
z4_{l@dBv!!FI>spsq`cHhaR}FY46yjgYtGB)3WD#bEdA|IDKjE(zA|K>XLs#sP*+{
z6Sf?=-r=>^&bL@@eR^A;*s9sSs_|+<sce_JW`ASE+OQVI22~5rv42+1Rx68Ud*Vcn
z(F^wOyO2A_xZnnLa{XH;SGOFG6zkGx<-1?p9y;v4z`Q#ORcTP**}4bcEZgLve+sW2
z+_&QM?Q+e!E9|AXMkPKPxB2MLTLYV&S@m{I=jBZ{lpd7pO7<DAtzTYq<(Wet{aq?C
z)~fd4Qx%4edZS6P2WAy|Wc2K_cV8Zr|H=Fd#&#Nesd>fe?WV_X7_;G#%9ZBi=}~3O
z@OBM%JaFO5kzXF#wW-g$&o)o^>(E=jA3xe+|A8ajj}|!i(a|M8oO<}hq7fC2-BuQF
zMvl93w{E}r$LMkgYZYEuc<WnTKRNix0(YVJ?%P!_vh>&0j^2~YwZN*>{-Jv+ooe^t
zti?0C&%WcCfZ~VV@Ac%U1>g5O%R;a5x#MSx<j<e~kNmmEzCX6=#IN4%9MZ$}oqKc4
zuC8G{YsQ7dEO~m-!8%9R9C+ZsoIj%fZ1(IU302Q^yD;fo`76aPt?oJZY>9s=<SLeP
zdYdPQFB{qIrRgvAd#Om--|nA1t>~gBSGW6N$jjEwN7p=3@{#s?p6hd^-mJ#ECr=*u
z$H{xc-y8Qt<gS5N>TImDcjVO{^Szw!;X6OPb6=Gzl?zk}i7eltOy4$3+bmeOtlGkb
zORuen{CVcHo0qNqv)SX1?A~5>XVpE$PCS0R@UewU$MrdN_-f;Cd%W<^Z4*nEF1Gm6
z*c$cjt;v?S6|PSs-4P$1o$!aXXX`h&m3F;wywm6Z{&w}T0rPuyzqDlQ>mlp!n7zBl
zAGPCqPb&T0k*T*I?NYqk^1*NA-mvuK?W5}6b}U!S{^}cwRJ{LuVA(!}y4RcXQMP8q
z8(n&D<|{LI2EMkaVb>KsH{{z8a&q<A=x;tR^GjUG>_<oSSpDVxvZwDncKBGnV@2~W
z8&SPM&gi@~t@mq97&2_ds|RX*lsBgOxGGx<6kD}7=Go|bhd+C~+8=>W4E^_whl@9w
z@>$93lg>{1tW%laO8)lzfQ4t)oo?~>_`j>?`8jW5-oFY57hRpV_T80=7AVxVP{(^t
zji33(*zv*Rj*P!nIibt>uR1MW`uebq<-0emQf}CmS^rcR-*o$oXD)1?*JIN5%3H17
zvrEl5^ihv#6+YTD?YnM)(ZBTG)@|_SkJo;+>crv!qZ%&y{e{^>{+tm$uV>d2MNf1n
z`NyP)N#&mUs?*8ehW++@|F;KpK3Dv7=QH>0>Ur{=&wu~e>Jm_|^_?#loO{Q61;>5x
z(x@(DAAjwO(N*?VD>1voqO!}%-Zd_EVy7>9RcrXrxjMTywD|JuZY%%v4JVg$-9KQ<
zcblpm?LEak<W%;f!%nX}TR+FB_@blU4ldQ};XA9fnEQ1?-^QO@{$o?uDmxz7@kjXn
zjRhyyPAGHotyAuEanmQPo&C<dQ_G_Et>~99ZT8&if4%ls&B2@g9=>?glFNg0pDq2$
zo%0Ls8+7FS;NuO~J+g5ABZuY|nLTbn+s+{yzO-tdI{(wI!LgUlCLTEa&fg8s#m_wT
z!usE5e^~pmA)9I!-~V*23D4zdvZB+t$iGK?^GVIXcM?mDU4FIdu*bje+3KF)vC|sA
zw{r5nk<;r}|FGo;wPWT4g*~1lyx^65NAo?uq~?&(uhqLSyjAmU_qW(w+8r2M%-!5w
zIQn>0i?}zV-ixhSH{Sz~jI+L*zsEgqf0N(O9tb`>;r9avKN<Dji;rD%4}Gjmz}Qh;
zKKM5}-@$=}H@@{@n<XE=zOK{IXD=+xvA(>!;hmpMUia98FU)%A_?F_G-*5Qj@M=95
zcOLlI<*E74jXhuDyWq!y)`v{}eA|Kt7hdc6XSe4!4qXwn<&R~rjO{Vy*Xnon*fcPH
z*qz%i%$@p!HKFFUwnNLmef;UfCasP=JgY(f=YHt<cCW;k{DV#`{QC6mTYosSw$rcA
z^|q!S&wJt1fde1S_56{cl{ZZJ>cpliOB1RbnR|4}U-KeAAN=ztfB#$NVASz9tC#!Y
zlS_?jj~`TWN$WDtPAfF!YTX%wHXUoXbK4g?KH1iCYQM;xJ1Rc=;r@ed#_jvP`cKwB
z59jW9bYA3BwXNa5+_z=(-loU%E!#f0M8c1!dtdr??UgNe&ir=!ofR(kzdSkD`TU)S
z{5x=T#GH%UE<N$vncK?ttJ?e3g5OTMuVeoO)rKxz-SXhx{nM9k`{(Sa_vY^!72k2+
zW6Sor{&#i7Umu;Q@b8QcXFj_la_YC=HL))JyP#K4!rHSX{_1$ax^T91wc14|Y?{-5
zUf~WCcUG)@uhsd<3)6nG29JI@_~gm#g>uEbJEUaCF4ynRo^4s47Z<ENcW(T;bLSRp
z4g958&i!$R=UsoH+q$o=zt`fQEk7?G*>LwEtJC%Dbq24>f8+31%0Q$7PL@K_|22H=
z9Rl=@UPn67VJ8F|>4^<jt=By<q18J-7Rp{Ai(=R&!sf*2oXrOr3FlZh+V1BSKhJPH
z$ER?Pm38qPpTap-*2Qyt3g=i^7tir2oMUBOJjbVSj+J%s9G}8DR@TLHd<y4SSr^ao
zDV$?vT|CF9aE_IA@f@GRIab!ib9@TtSXmd(@hO~RWnDbSr*Mvyb@3dZ!Z}vf#dCZL
z=U7=6&+#doV`W`D$ER?Pm38qPpTap-*2Qyt3g=i^7tir2oMUBOJjbVSj+J%s9G}8D
zR@TLHd<y4SSr^aoDV$?vT|CF9aE_IA@f@GRIab!ib9@TtSXmd(@hO~RWnDbSr*Mvy
zb@3dZ!Z}vf#dCZL=U7=6&+#doV`W`D$ER?Pm38qPpTap-*2Qyt3g=i^7tir2oMUBO
zJjbVSj+J%s9G}8DR@TLHd<y4SSr^aoDV$?vT|CF9aE_IA@f@GRIab!ib9@TtSXmd(
z@hO~RWnDbSr*Mvyb@3dZ!Z}vf#dCZL=U7=6&+#doV`W`D$ER?P<#Rm8B(|gqd1OAE
z(;!tkV!H91)G2k5en_b^K_g9z)Sr~;ZjpAroL3H&i6=QAh|jtts{b!?s3L`}8v)YJ
zGV}(dugPfjZ<gBn|54tcp*)AmG80?OOlZ+cKUd7B*kWcvi&px%Vm`$dGZR|8MXs1n
zvBk`U7OnJi#e9k_W+t>~rJpP2Q*1Fap+zhGTrr<wi<t>6TIuJC`4n5sOlZ+cKUd7B
z*kWcvi&px%Vm`$dGZR|0($5w1DYlrI(4v)ou9#1;#ms~jt@Lxne2Oh*CbVd!pDX55
zY%w#TMJxSWF`r_KnF%dg>F0|16kE(pXwgbPSIno_VrD{%R{FVOKE)O@6I!&=&lU42
zwwRgFqLqHGm`}0A%!C%L^mE00iY;a)v}mQDE9O&dF*Bh>EB#zCpJI!d2`yUb=Zg6h
zTg*&o(Mms8%%|95W<rZr`nh60#TGLYTC~#774s>!n3>R`m42?6PqD?!gchyzbH#j$
zEoLUPXr-Sk=2L7jGoeK*{ai7hVvCsxEn4a4iun{<%uHy}N<UZ3r`Td<LW@@Vxne%W
z7BdrCw9?NN^C`BNnb4w@ey*5LvBk`U7OnJi#e9k_W+t>~rJpP2Q*1Fap+zhGTrr<w
zi<t>6TIuJC`4n5sOlZ+cKUd7B*kWcvi&px%Vm`$dGZR|0($5w1DYlrI&?0fb^m4^~
ziY;a)v}mQDE9O&dF*Bh>EB#zCpJI!d2`yUb=Zg6hTg*&o(Mms8%%|95W<rZr`nh60
z#TGLYTC~#774s>!n3>R`6_v7hIE4t)mcz|RI#p&u9$pa-D@}PkzlS`$A|6(n@_2p^
zd3aUFv(l8u^Lxm{E8=0LDUav(kcU^q!%9;g&+j1*uZV}0raYeCLmplc4=YW1JimuL
zydoY}n(}yl4|#Y+JghY3@%$e0@QQd?Y0BgIJ>=mP@vzdA$Mbv0!z<!pr74f+_mGEI
z#KTHc9?$O~53h)am8LwN-$Nc=5f3X(c|5;|JiH<vR+{p7eh+zgMLeuD<?;L;^6-jy
zSZT`R`90*}74fjrl*jXX$ipk*VWlaL=l76@SH#0gQy$OnArG&Jhn1#0p5H?r-Vu*9
z<?;L;^6-jySZT`R`90*}74fjrl*jXX$ipk*VWlaL=l76@SH#0gQy$OnArG&Jhn1#0
zp5H?rUJ(x~O?f=OhdjI@9#)$2czzFgctt#{H0AO99`f*tcvxx5<M}=0;T7?)(v-*Z
zd&t8p;$fvJkLUN0hgZbIN>d)s?;#Jbh=-M?Jf7b}9$pa-D@}PkzlS`$A|6(n@_2p^
zd3Z%UtTg5E{2ub~ig;LQ%H#Px<lz<Zu+o&r^Lxm{E8=0LDUav(kcU^q!%9;g&+j1*
zuZRc5=u?%)^Lxm{E8=0LDUav(kcU^q!%9;g&+j1*uZV}0raYeCLmplc4=YW1JimuL
zydoY}n(}yl4|#Y+Jgi9PC@&odlyo{)^X|QSaO#hJil!^jbL>;qdTj$Z?bkll$vMxo
zfjfa?-CRL8JZ~s6W%0cmwQlKEr(T}jyi+XCJ}%X1-jjpnb)1naP(yK2RBqI~TK6Pt
zc?RzsKjvxO@{Hb24oY!8FQ+5A0yQV6`9_@nN^`-^U>o*NY|II+9F)YD&X|)<qI3n{
zc))twPEHC67w9dWkHtqD!Zc;3<b7tAD^ShbZ+VVe17ra%QpQqdGjSYyis9NPpEd3q
z-%m%(w&k4QzEQms`b710_m0syX7%}sgUu{XHZvzYr2?#z7?pHh<*kpa<oNHTVR9CD
z6^^YA4haef2#JiW5*{288N?}`!7fg3h;#*Uwpc)DP*9Z!i*vS#x_QqdWfZQ1b6{p*
z%F~k#c2ZKVIYYPZBj%{zsKoB^z1s%|)Zm<RH)l+9Brm6oyE&#iR)<dOgn6Bvt@Ect
zEzbMqIQI~auMXy<?<mgjj^e!X5MFdU=b4-DT_KU2?yG~v!#Te^ltZiCVNpEKp}(%k
zut?7Pj^O!F-RC--1G#nnI|s1S8UOgv$?<Wa(Hw5CgSt64oFTX^9ULCQN%suHt%Kxs
zL_8;kbEdG)M%S6b49A@8PQ#o<Psen?nc<x29vT)N85-&0ly%Phj?&@7&_Fb2z{k1F
zDd6GJ9MJCOy^!!==C6)9b(}-$Ip`j^yEu&AqBV0Pj6>)nIY3><$#YseUq^7jJM&{+
zA?lX-Fc!wlf%c|bx@NGZTg{6>xHw)un%V1q4A*g-Mjy#YBRQyD(2EPv@$)gBfdIkq
zILn+-FAzk9GG|v5vt|ffbC$gx=FE3MZ|-x1ya6qL8Hx^m*Nnn+^t_Ik*AN*F$FYY+
zfeO%Sj+_tCUl-pAMcj+f8S5O)3<^26nPcdK!e|{ZK_mueocm34kpSIpID}DiG`%{p
zJ5)#MbQn%YF@PQfaoQoxaC$r+b)GoiyFL9yfD!;@F%t&BtOGp{#2B10R?|QXFFGAZ
z7)U^bU^rC786GR_g@rPKNKQkK;*5FDQU`JZEvLY9dc2!<f&~Ho8Hjp_l4lL^T5bbs
zUI6qFyck7?BCT*96l6qR9thbDF<2Uc_B3ccPg77i?4=3te6Ucc0fJIND$WCPt_1-@
zj1apf7V5Hi0fGsEU7%`DN6aslh7AftB=&ufWM+~yfFNCKpc;5;l+c0A_rWd=6!x}J
z0d0jsbHVhd0a?OHlt890bVKm8uK}S=EWr?!JwWdBdQ2GSdy6Oye@EHG#DEP-K)B7m
z;ZRMmhe#ug+=ym^>PO$ZfCT+o!h@(A{)c}cY*B55K*==&VWi>EhDWe?XhgV{T!_;^
zkr&XAAR&Ga31I+mL6V^2d)k5eVdxm%iUkt1FK*!4g6#}dhl|}pkV<Bz;3l(dXe5L<
zQ!`VCfrf@8DS?bcF*gCZ8L((5Lf4juzY!~8s6oUe(wPAxFcBQF!Eq8g0GlfS$A6kN
zPedV9kYzXc;eF(r?gX3P60@|*3CKZ+F1|;MMk9{6MzCAvgSio=hEWd&=RATK4h8&D
z8sX6hJqZo^6s1ePLzs~vobC=T`HpKC4wmA3+K7Zdf?Ny|^yxi86-^^T4vm$_cQJbi
zCCXwx@G-~IhlIvS6r+d$94rXcyCOrvJZy+Or?EhQNppy3Q7}3Ty}_XPE&})jhDU`k
zS2_w0k3$~NIXD-t8I))VMwMQ0Njag!#61=wSHxgMF9d`t3Kew<caV|MR3IiMJVFCv
zzTR38Ey*kx3LU$c96)C%a0s&u3x`X<G5?2P*Ekb$g+mLm@Jb8=46(!x+yoj@70lUS
z4(-P5G&A@BykW(G2yv!#rM`Cw&%DELx2_?3uA!6gun5T!Bg%u&DIh`o&lC{7B2s=N
z4;cm!wE_jO&<Ga|GU+&G4JHk!QIx4jFV=i72@wK3ATyeXW>A6l_byj(H0?xj;CnDI
z2o6QvfRfPQICU@nlr8{bHY9^U2KrauN7|ANC@^v(N+k&;dd1&SfDqLQ$iyQt$avF$
z1eQRkzqa5qa>EUyg#ZKT1kEu8Er}*1fWko$t!OY7;1aU=!TbQ&vR_0r7!D8(qE!O~
zUJ@8cO2gkFyc~<vgh0)GWVwiq4kfspc7!Y;P3=K!Qbu}C{12LBnjs@Bh|K0?@Qk7B
zQiJGkX+0VO9U>N*HP0c4`OCnNa>k~U($e#EU?d<q!w|Ev^?<yMdshU6DD`GT48<El
z2QX-0h-Es|$b<qZBcuHg$)N&y1T&QK2*QFv%)(d<0CvJg)b|Lx<nPTunHl;3dVnke
zvJF|;jL|6}hIX{u4X1wz1ZWt&t(kfnh^3P_7#DjE(GY~-(|m;onzT_O<4g_Ppm&s!
z2V$-empuWY%<w-Qf&#7(PElxYm$8N|n&yMSkw(a1z%4R?ZtMqP#W*n<L-7oVfka@_
z2-i|3vJOQfbYNsZ#4P0n?ITO+PzDI?qlRr_Hg*N=#|hFF<bfE}3yhR6gaQT>WK2rU
z7&&j_m{E)9l4yWF;Sw4aEg*CC9&8s4=%IQMouL_|h&pEO(gI8*I65rQKtdE@Nua<9
ze3ZnKiR4koViQ9PF4+f~DPl9VgcP+TNkGIn;wprR2-Idh;DQ9DRb)3Cu`K&RsDd#W
ze7MWP9+4!Aki-jT;ed$MfV>P0$8s@zkBGHF55%AvK@P2`E@XnilgwOt-XqG5Nv3&g
z9bgtN^nuEfoj{)!K)|j=3cwV}9UCGu0!UOYC4>y86$u{c1Pt$FL6nkvxDVSQV5IrN
zJp+%j1(x_;#0VS8zA!c*_P>pD?-voNl1?H<t<xm!QxYdj4QPa(xDRmx0N9Y}z_3QL
zNo$z<h-&ULm>@&Mu@EtaF0_KoG3{D3Z1|PGd=U#sY<(~ORfDcjq#m&0MTjdzL<SgH
z<<OyRP(c2mE(pXS7tw=^iz%YaQ88ejiJ|KdhTz6PSii6lm|#$Nm_;KlLmUW05P>qm
zK8Zz*0s+L1=5Jd$u?!~+YBxq^2zI_2&<~*Wph(LxgPKU*hm=8ph7pWaA$^MF!*7<J
zke*tNMe$kYLP|$=0P}>EpnNP`J!b!C*rFhYB4d-u0S#wZNl!UXr~J!g7@YaWGgy5N
z3B<6G@q!*@{$^C^Hj}c+EdFff53oeFM)o^%mO0`1LCF|VD|;P!Fy8`R=e`^a;2f%E
zS?0V0<vaIf_er$lW=L`0n7E-q!aond$Cy}BDGoH?aZgvek3b1Zbw6n+<~~dDRQGKg
z*d8qJ!)0(0e?7zUpjh)~=BQ9Tphcwf05s)!6jDRZp^jN{B;N;%&H&*<?rSB5tHSv<
zBpE`oq_Bn%KoZ%WRt<;P^EVJMR+%K5rvc=((-bsfmeUMCdfxt#+3kFWmIXn~E(V?S
ze$r6rH&zh5!F@A-kzg!1O1A-UXRF_o-7*NX2E-<mC}#e)k*OA=VQlPNI0aspAVPkC
zUf5Xe$R)#H3$B;Mkku~b<7WA6)TGuZaJVr{5YCeMSVVlQIcqhGlL|R5>p1lf&WvO>
zRfit-bsIrOn^I^jWMWysV1LSzP3H$cj_mp*!J<_yoExjojk=YS0qX#XXe4ENZKb_u
z=s)e(|M?r%(1x4Rim6c87|BWxvIuPaLx92HBNhZ`SuF!19f+j5mr~TGdJEbxnx8j9
zSqV6IF;eKq4A3%bUgw7WH<<N+WHUc3)ldVbL#^1fI=I;Y(b5o|c?+@YL8^=mk8cRk
z4gT#Ol7BOQOk)S9(5G1<N#8SK`R`(kp};h>7?sO}A+WZSes{V{)2Q8ihT64!XgGQF
z|NWDL|KvGH63SFcmi5W^K!{P|9&M;~z7}ILFoIeCqakIez~S=k0VxbnY)F}8Mq}a;
za?~@(lrIVYw`?S|JfN4I?wC%JmAFt5%}}e6ezp_&rZe_&VAf4XmQ@2w3B5F*vH#PP
zWHDH^W~l`~m<5I`9hujH47w72Frt*deD6+{m@?O~ln~jNsai{75gE&gzYeh*0fzrO
znhzP5VAyyFR2#R76KG(D8$c6-akQXT%Y2U$lMao;kpVjXKYO_@Z4iY2j}=||GWwPx
zIt^HFOeGMU1F@txZ2HG&4rEaz&8CH4gjtd>Zn>h&qj+FEiaD71#Nr`Q7g~N8=Zm?L
zvnAQ+OgRL-!Sv0VC)o~^M;!f!lK{g5XAoR)BW;#sFnBsi+3?Liv%*V$TG~*83sj_d
zo)s2KjrAWy<MDiA;dnh_9#0-GFB?&8#H{H+E;uP;eiLrcYCsb(DjM~g<erj2!gAcW
zHl=BJKG-}J77~H}Lzvh?7yt?dM)2S^=UW$IgC!HPzyy+TQ_&36qOQ~+E@;_Cd;+}u
zjxxScH&2C_Z=?0wB|)u)OArcLOBy|?*q2rS7GD#9W4LB6@_DlK)U}cBtX||=(>4Es
za5wTiUM}35YJgRsWS!pSL9T=85KB+@S&ZPcWq@Fxw%}N<88?h82!sn(*gt?@mLFfJ
zLwK4O;8*mV)FsX-=1%`8G7%lZndf0LuBGExaMPhNRrw`YX<)b_j2h!ws+Pc&t}(@e
z5VpJ@9L@V?{fGaBrr|(<p|!l0;EHg?@NJ|<%<BxAdEgfiELfriavh~>Sx(S@oZ}7D
zN*^I3;A`0xE#%0YQ?QKz#ApHlg7(xheE>n^zaYmY*f0;Ubmm$!V9CG>IEw{fI&_QZ
z;1#WC^{rbtmC^uN@|EId6tXlkgY!5(2Zdl!V_;&e+kR7nyij}~;w${WHb09C_=29m
zCgVoSacyD%JQNEy<-Z1S+!wWk2?dJqaSiKgVaoG>it9N3K-s$1^DvsEh_1t!u{@)3
zND8%wM8N-Ha1LS^p|C7Zo%}Zd64?l6(6v_H3{S2Kt|dqeRTzs|){?jZs`pR_!8fQw
zd=drQ!AT6*1#?3!&_2`xtl=!KgTsk`;EkXIOl;O?U{>VABN5O#<O9g%x#Yf~4!QJX
z>qkRQV2=ep5Ma&E%9v3?UV=49Q_um@HI4~ElP9#a!zUyb(DPcbxxynY{N0cnuVF&-
zg}j@1@@W94gUF8=L)d@}w;~N{Zu0I%!|M<sXyBT8a34Q9v()pjQV0S@1Bz37n4XFY
zLk+G#^~cj;_!VJ57yds+1n=+#lmxxv8c}fAc)=Mz3tKHucmcZ@3Sm%M>_Tot@_1h4
z76P8RFQNhoqDOUs2}?VM{D3BQ5tGAF!+_*tfxPh$LH~?f^vwuy2s3bT0`x@#Zh;)&
z%fll^1j8B+q84ExdY5IT)fCr~ba5arNUj%1SP+auh~Nj+fb<JgLUiy$jQ9cQ;M|7)
zLn2`l?m$eugbzQC2ccYMBC#qgL;w6RAD)4N&1~f*lr<>nhwqHW^jUmh{=q<Uv?J@F
z81WCNz$DT85duG`MyiAo|G`BHd%#dMudo8DLF+Wek0HtIq!sA{URV4>9wB=j2N0#U
z;TN%27{KR0s9ml(w`q}Y=oWJYxe^X~86wg|9x?#KK(tN4VuJ*Hs4o=n$9}=S0VY5g
zOiQ3}&2ofmKnx8tf9QZNp?_#vZV9u>!Qn~=bk3|5|A7;D9xma&f?MIN_wgvxH_-(#
zAUFZ$tbceQ5;Br};|pXn)D3oZ8v_cSRqzxrLgmK!P6wi2m<Q^XZv@LufZ{iF!f=Bj
zVqFUoP!B#c7GIKTJTGTW1QsFsfI&nm{!WKHs*M$9rvu_50+Nh15&#H+FP!qa3!bG=
z7>tp*5r7TR0c7BP8e^DrAic+`4;q2jnFy!>G7-AQ{Nh^ogQFo*zSI5(fnG`ya582I
z35+FS9PmnG$=S}(B{BeS7|@9`gN<YKkT;gCEF0~b03Q4!0M9j!7zt_yg!7g6-L%RA
z4v0ufh}2PF4AcVH64%U0gow_PJ<J1&Wh$~Qkt05k6CMvCKQVIALla_GV*vv{LifNV
ziWwt<K&4oU_hD895HT@^3PE6uAmrdLt`%ivBMSQ8YzvXSg345fNPfK#OB3??u!9RI
z*iRv|xDP`jqDA*IMEJz)@Mpja_`K0{iW*5_vv`$cU`kAg7J&*+q7wK|B2B8xg1UK?
z4jF3%VAC~|=K=Z0(b2r1a8V?JBN{;sA45Lub`b`Vc?78G3g56%EU`=hsfPsx3xlRu
z5C%N~6%imdj|>pdBNkWSE7p>vGVV|bMK?kb6ALb70ZO=q@90L(=V;b}EGZ--Ly%rb
zMcSuRc!n#eg!`fsH*nTnZRZeO0DPW@Ac3r4?B*V*k`RV1BSJ0o7ebN7_(Fjf<Tg}=
zAmIg62|^X>1^r+m+|Bn86sujPflvi%uosdJn6ml>j<6f|;!r3&0HMib0i3KTkf}_I
zZ7x7165k+uji9p#3#$a?fjzKVq*fpf@EuIRooiUn#A@VDr(=H0E>ehHmLM%iYBD65
z9Y{Nf2Nfk50A-sfzl6956_utb;>-X&iZ^Ta2yN~E0w6Sq7!ldf4E8GXlt@Np@`FLb
z3-Z_zYGVL0KQ%egvOK3+qGR8{#eslD+ZJTf6U^qCr@59Q)5;&&00anE0of?{4cf36
z5!iqlqZzd$^);Xvx`~F=v?)vby5!*`>>x}sXCj8Y2dhdmAv_fa!9W$Cf(S&gWCxTZ
z$pBn=8X3v3fCdk+hfK<gURnQ0&}!Eg^OBqcq%5%|l$ecJh;h@rqMwq3Y%K#+s9N6A
zvJGQ}x7{)c;b-85p(b9JpGe_&1sp*OPfF7wKY=t~abH1+aO58{)P-==x<?Oak&NZX
z3y2fY1e@7c;FSo8_7u_-ox;_`xquMcbZC`Mk&W6^gQ#NgjNK5uh5{Y&uJ#Y{5X6UR
zW=F@vh(C$7Wc|W(jEpEBGn9Z7@j;_fG~k`L`3rpET}4KL7`Qa%3EiQ#kT>u?&_v2Y
zoN?ef2G}qazKP;>X%4QLp4JZ%<RFFhzpT%&D3pQr^T4}w!$U@IVS;k4u%cEjqHakW
zJ_8HBKn5~En!@RfAkr>5CV*^Icug_^#}r~m1}m&)#53)Q6(C&0)ZxNE*hI>SMZg84
z0xhymWJCc_fGbN@#D@<MFe0RwI|7t|f>0!#&+H&7I0&&NI)^2JA+&&GG0<VKfv5%9
zPR1jKa7Ai{u>XPmdyEu5W4$9q8qI9j{RO~i6l%xoE%K4Fg++<w5@yp4iDz6DAPw2a
zumwhN3k*eAtP<3U%s9A98xWWw3z#?=dPoaJSE3Pktbb&yV$EpI!alRpt`04FrI>*g
zza-T(KP)_6ge7TE^W=jBEKSB4$f3kEXIcW1C{>9y6uTimq$^a3%;!Gg2vizCwdhLw
zA7u3@E|1C)9WWNgj6_8oqq*3Y0xFQ`jMy!e14c2YjWLYf93BVtXi);4fOqU6hK>Bw
z0u1paX(6!%WJN)G8~H*kfkB%6uM!fngG8^i3;;oj(e8XtL&$xAz<opr;07Md9)ZMy
z6=Fq`ag88mNZOjpARskGe-&;e@&n7tQj*e<TE`)c%oC#{7nwhZ;|1Ui9YX=a91k!{
z@xE3#P_RS`IKzIUd09N#e4~A?TIUhfW?q3<1&C>`k)+U#SOrUh_hSvuXu%!GC=^8j
zCiDU)vHyhuprQHA`iHM&T*%sECy!JSx;<LrR1C-K+Q|T$X<o=e*0aX6Fl!@G2&NaC
zk0i9AZqyhyC&CM1BWqb5N-Uu@L4w>Fs7dYr1@F8lj%AY&b5n2>lS85gp#s-2W^pje
zMl3|*vOi6{5B9^{0$m{tg_RyKgeB<?ds|B%eTItVUq&wQPwGsvkCicPM7u12j4gvb
z$`>dXtZWzvLJ}X)GE65)g9}CWp{BriB*a<OKrPY?THCX*knjP-+7%)Xx(sdk669Z&
z1Tm~?Hg_PRp_n-Cqh~EfB}0grVkE$T%wCHOY#|IUAc1h!0t*EL;Yiv6E2JA#FQb}o
zq{~^`3tT{r?pTgU<g!%_5F?V%6<RJx8shr}wy{6~&gGi@AGY&RYaW@A>O{tfq?b13
z;7~)wx)=odS~3jr2@oY<fw3HI8Wrp-kjS{A9W5{<zF2<B?g3d^`{-$;H84ivAvUze
zKxHF;p;JH#cblClVit%dFkDLnd33~)YE)ZiVMBz5a4NTxw%B2oiq^p_^8~1xJ)C3~
zURnVIL`Y4TXMj+G1h-aBPzm3}g~<QMBaB9v2CP_ptX#2dT@k@?41s-1+(j$!L?E<*
z)dOJReAKYLgvQ7Klb}vi1YDzmAH>MC#FU^2;iO@UhT}x0piS4v)8IJp&%7Z)Ucm5X
zymBM}I+v_HWPt_&@Dx5aI~-{oMgta}U2uSvhoDp~N+jI00@mge%~HfC14O2*)S8f|
z)gOx(ArB;5;6*+?d!L>(z4pANeL(^TDJlP*;S7<YY+>4#a)PW7K4y0ef|dcO14D`o
z2<ox-luBJ_AP_JjNdpPR{*w(an+M`ETcSX>xd!iME1j8{n2b(<h&V&eC?~QZnc;No
z?1IN)5YI3Gnin$*g2)~THd({G&cJyq9Qz*%K$kiYKuDsy9SA@!h!v?<h9r?I2za(o
zNd?J4i?m339uDHO4FS|S8by4j(2a~5?Rt}&p9Q>7g*uo0g|Lv{3zbOI__j=gI1dFX
z<8qPUAy~>(G!W>DD@{REAkzwz06TpA5H8D05GCBReNSc>9bru~DS22FpfK(78Avif
z)_-c)&CG1vXiK%c8qOY2<5bd!wL;JW5<Zuepct_rhvWc^426l%7Jm(D#Lj%OH=9W*
zY4=3xEm>OsN^vHE6xF~;F&%+{mJeq0C<cahvoTGEfn@{a6wMG7W3bEElm*3is4gR3
zWFIpss2vceq!rW~T#v3XE_@@P@qaoXH+CFDLHr8TP&x>c;-^#Wbvl$B6>(~%fV)z-
zM9$mMET(55BYzSyl#U%@MEpr6it2d}Tnj?TO|uVB`~M}ajLMNAX#}1Y587reRLHtT
zzW@QL77zgO*hIu8rJK#v2r;y%BrQu*$vyMFCge2`_}?><<bg0vdmx6$%*-*Hg}?MV
zWC{i~w}6m#N{cA5h6N$)e^0}ra<hw-vC9XJ2nM*wEG@MRu4UIlQjngOtlDCt8R`@N
zjNyunqidGs+HjzSsO($?Ww5Yx4bH(Z;1^Hu8~cMl^7UXC>QUsrFhB#qPGKo|wy<Zo
zRxnBgDBqo$Ry+h!;wdC4g9wpCXXsi((w;P+o}*Pc8nqnJdr%qbNY87K>_5?p9(|-Q
z%mcW^aS-T5w%PH5y!SW^bd4-y{myH$ld<#o42APsma+^=IzUV4notYuCXX+pLvqTE
zOGXIBzUD5oTmm}``HQ)Tp`{fdG9K3(mKqPBot@YXHV@758d{hEm>G(;9bdRiG`Z#F
z4aOHv4_pIfEwIJLnz3vi>_Q-ht;K!0_~a{R|C81##+c#@VG9iNf{ak`NCQ|cTuW-R
z;GzTZf|M5CJ1xxMQmis9RJfK;1SbPzs!h4FnsGg2wsN1@at#D9T6JIK%Csy!AbOWg
z$rsFn_PK_#xE9Ea0RkB5Q2HFEV8D>1iRI8CGDSi`9ZFhojh;k_iF#mbs0Wa6N3Lo#
zBiFJT^~0AISVTc09<)suI-x&VFftjPxnWpvt=&+vgygD~KUg$@wX18o)7)j@Km%Mu
z6@~^pK}crEwP{~LM_D3p8<s?vi~avFBbrPr0NJtf(_;|PKr~tfU>V?P^#@6D&1#YR
ziv1~(g8!L-Ogyg5`_KRm8?mU?k#gJXT5&Qr&_EE;wnT)&8t4@0j}f8yX%HV5FQ)o|
zBE*8Jevsm#<6HkQH#A{vEiyhmDUz)kG)m5rY(V~}vL&PX4p17aCsj68E~t~k+c5wx
zs1gzp$bSI=VS$lVLc=|ugI!g^f}PKSRU$p#KNXPA-8)v9t1wr}TwSs{?Q~8n#RE>Z
zZO4GHa6891pz7mKJQ)xW9?3tYjMA-FlgZh%aCVj8AbSKbeHHX5|B+-G7+NLN`99QD
z1ry$U?=)kXp*i`r%7IQAT8fc5iM1UAoJ8H^fd!Lxn`U6i>9a6Im5@-oQy8yGs0VzZ
zfx%U9bz5dMsKzRho*T}{%)p$C+M5l`$&~FF5FV({Bn~H!44zFpGAC))lh|wbA6P{L
z6ugo@d5t5P1km>x%j`u;rB3V(PDKLrs{Yet_69qYplSP>*^2^$Nm%V5Kk*oNj5C?D
zvIbF9#uJ47qvf!?7Ru5v8|2|stx#cY*{d=gctJiJT_d67DK<6|qQtPE)^BMtdl71|
zy4J|FhaNTNEPwbxxl3@!R<vZ}(6Gd3)@JrHdZT(|wn_vcwo&Ptlze7Pk7?n5l1BDR
zX0IS5c}-W$Su1FnUR*O_t+_B-fIRV6jl~06sR<cfEDq6m*o7&~NbDD5_bOh%a}vAe
zJ#1m2h<o<R!5D2=&~miWxO@X@2b7sLG^n<hDB3@Z|3`joY*o8M!6M0SP1~WIM`%dd
zub7j@-o->VhB)7+%Isw#41ifX9p5mq*D@WG=b}}fUXYW)tnvgp=^I}&doz~UEBMPH
zCQve3a3iHA3dQcl496-k%Sc)L=m({pGC)u!NTr+Es|lf6;TC&h1{Df!;@}brj3JNy
z6FbS6NI3w-ZJ|`*G%XFtDAB?bV$wk2ZyOa{n-#v6BrL=-me@=G_6X$~z#^B!ospY0
z3+sJDOpMr|gi+i4o1x5JsN9oD1k2&qFhr{*j1qRR611Yg|L+JE4|Qf;W-n}KXiG~z
z@5GywY-oA-Fg-Rj5<;9Qmjla9EIF;2Zjsq*^EdVn=9#heW%FZM$^c7F?6t6Ig#iA8
zg|L6HYqbuzk!2%0NGlo7`Ug`{O9(^<zl|V9jAGgA8i{ZIn(ws`(Vh}}mFb<>Yxym+
zm+7$HmG>3H?xu;o%-`c`kQ+s-dwU5*07_;e-+BCAW=W<XRYo&=mF=a)ibQXc>%qfS
zT4%DJ05Ra-<48-T1yPfbI~EHaV^Sk3Gnv^dvtCOq=p>!QUiLqspR}_DGC))^V=X4N
z3gY*F$?PTm39;QOvDdOm&kvcs0yWCU2sWUAXg88nN=YscxiIh^TJlpNUc@9xK20OR
zSOe>?ZK)XFN9Hnn3FAnF^5Z1rO7oj65?MfW&u!&jLL|_t+yn9!E3Si1M0V=|ld&s_
zXb%8Us|;ZwOGs0LH_hxt1lz2vZDu!3?6sJ=9>meeUx<#Slw`a1FDU!d;}c<|na%9g
zh7~gbp+L$=YFi>1uQw}gCMey({x?EuT3KoUXuB-S?1hXokk~8#i{@)vKA^xT2V)Uo
z;h-dvm67~m_$=kmH!~2*q@Fbs(7}~<j-b8eUXc4ie+`O+QU(KRkqOX*{TwTkIO1<C
zr2UfF3w3DwmUfQGsx~NKK&-FvwrIkL`7riBgJVW5qD!IyfB>6-qyLiGD|sT9LHdck
z)PImO0Sm<O&I$zv)c-NF7jr~{%%oltSD;NZATRrZ{qGD>d%tWywY-$ZK)@uk4F&B4
z@GY|!{=ux(9v>SLcE`-kph8|_bUyVDWCkOo?E%QHOCgBF{|@`emV-_0;0it`GjQ9%
zu3((}e-c<cuNBYD-Xp@K35yuD&6)k5W@Bg)b;>`7bBsZ1M+@XD_LLT9i=Mt?nP%Tt
z`~sb>SSf!AQZWca{RkaH{o1f8;^wcpul-dxYZML8vJLJ~x*GZ4yojpJ^2}avkK+<0
zlx||L^56WE*(*cKEVX0@Km&5=A?Rg*IX@7Fg+&W^{E*ozYtQNE=70T_|7Yf?mA{DA
z$bQePnQqej(J@;88xtwX=mcoa1Bzioi%_*f-kxuveCNJ=<PypF8B*LgHm>~)z$Ij%
z;FWx&_II#&5?sQ7zoL5H4<ro*461|F4cIoY83gy40QyXSodG7}*sPFrA6=4kAGUWU
z!2TQ5qKQpqd1h}C1PH|<T@h>^vmXDt=M%%g|10Id1F}i&AGQrRbK$SAnZ2ehNfSX3
zN?_JW14#0ovj3Y7%m9qz!5M;<7+Oq1Jg5fSagfQ(Ub8}yY<1XBd7=vPDEQ!!kkWsW
z`P!3WV^ynJc_!pOP9BW&iKV)vm%JHT-$<|<_O*9})2PCZgb<Y3Yoz53+Hl&EADsF-
zS_nwyYoAh<X7;Anb@IK;^FO3y*h%XH?;r2XUe7(?DN_}t4qO$q^?oO9{%48@gfWq(
zHXwMvhJympU^jM?%wDtR^?r-3I|}!zErr6+lP3S&KbgH+u;Ip(>k)d89pUkULD<QO
zy^22&X7WR3Z^qiqJpR2wnu#k(N^emQB9ifs2zA&=LAL*#*^31vFBfbo%P7fmVgy8v
zq?8oaCH_xHF*R{{U;A}n_<tRnF4f3xJuvTKrn*XBkR>JdYX5`W>c$#HdSzW^uWUVS
z=}NyeK{Eb{{L0m$MWH9Jfq~h6I(^7=W-sQo)^ZL_-9$uZ4gKRY(uzrId2cjeGpC=}
zYcXw)X4Wz!3p0CJTx1}zH?#B4cxG?L5_=u|OBUOk1I)&Gh1{{<^;?mCSXAoRsAxs@
zjm7M2p^$FSGdQw%UO{)R3EXQ{WeZ`Ja4fd51290elSq*drS`DcLH`?^DcWtjN96-R
zPeDCcZG6K1;CJRTdr?jV;25o$igx|80@SrpW-Rx(rhmRr*SH&b!R$@Y`b@4tB!hXG
zC%MjaW-r=NmY?GPYF{33?Eup1TCmcDxx)X!eEpHxi(>_}33l@QVBj!8CG==FiLRBh
z$ofZCsdlok>IEn8zpl+f^FL<xn%y3B#7{bjy_T^`{gK&gv-7PId*%Pr_6hCTG>&)e
z>O*QlrR)X)WZJ8trK7f&DDBRs><nb~3j5$3Er_2-NLKVHO=2(g7mSIFuL5$&%FJGT
ziUtKHP9*1^)`4)9cVaL5Z~c_n%l;S04N^-tu^0cZ!b~Rmk+qq<@}p}bOZthu$Un1t
z9Ws;*W3emyM8bz9?SIPb#rvOu#9r#Z!ioOK?8V`TZ3{<Z#NRxz7yQdnq%|50qb)%u
zYNrLYq#w>RMezA7J~00<6BYZsWo9pN6>YTDwo@&&wB70kiM{y$@NmhcuB<iNNMQXY
zy$!<<Xv1maTV`*@5_{SIh36CZfHvJ{X=X2LoeU)QQvZdpgYo>z(E>Lxbzc4NnY~I_
zA>xOrt-WN5gWM>w7y9Qmc+T?7UTHen`TV4l*o*w*HjV)n16iBdo3X@R>aQqJf{T!!
zEY0ji?GmQIrb;)lSNY$1EbB9Saa5yqw1?8OIge|ZGF%!v0GdP3QGdfvnZ0bg%s^r<
z`A;ka@%d<nr?OdCvmkRA=YP%Y%~)cu@((cy{gBy9Fc*!2L}fKCt#aeUUW@Dw|77+m
zuB?5t2yenUH%shg|0jzkh1xI>6|a{$oF$pPh%+U%XfLrehc>M$ik>R5m;7(z;mrEX
zUgW6p4yK>jYoT;dK7PpT)utEhzFQ>rQvaOgwj$tJo!OhQ#9sX0>`nvs$U%fq7H0Os
zSg`S}5_@I;;DILw%(~BHB`SR|D>8e*e+CkJk$-;5?1k~zZh%h$`|9S2y{dn&4d+>(
z*_*M%UdwNpy+paS|3Ow?I*Gm1|I{W5cp$4Yd$s@d)``7Z|1m;8WcJc(1`>PGe^@~N
z$n4EnVlVa=4Cjx`Uc#;!NbIHlKGv@`A!T)DZ^jaP$$#}zW-mckZS1*4Vz0&8PZ~Ju
zGkY_Z*vtN3KV|l2EU}mUr`oA1*R6IS@hht`dvWJwAhDPFKYq&W#i^fx#9sWLEWiAb
z*~{K9x%BKDN_qdZ=Z%dXvb2*kf${&zuj_}*UT8W4iM_~Q7NGvf?9EtWFZlOUX0P@Q
zVFTSFv6uR1FrYs&d+l~_mDp?fEwfjCADruU2C!W5H%#oc(EesC6$_87&FsxsVlVzL
zKV|lsU9PuG>}CCFcBN*0X0OzWNij|yh`ekj!x)o8T!*D?5fs7x_d{l{!f~cuc~@?l
z*vtM`lUe~0V67>9q>z&$K>szfS0=@+6MI$vfyJpGGJA1qWgxMa{BP##kIdeTCH7i=
z%j_jan1RGz>>usKCkCQT2f~?rz*&*mo3X@R?Z3oN?}yA@Xg>pqy~sc49>z4;YFU}t
zo3X@R>fiV&vllmG1`>PI#J{zfP%_|_Ke83m%k1?^?Dd>_>z&xEqin6@^KF9yoRe}J
zg#-k7j<2oS$Q2NF!=r4?nYYg2xQ*Mo0_^<Ld{rB_jR;VdX`9pswwfbx?PF}Kl7&pF
zYCE^pKasypdqs71*K<D9cRn=rPWLtG$xe^<`L-sLncU`f0X2wYD3i^lRA+OLaIiC=
zx~-Jk>={zkdhvZ@-F@|ql3FcB=^S$$VkaGQHZDi~x_c)k1k_Mt4eAEeFr{#0Dyf>h
zHj|N!K+QEOFH-hKnL6Qo4h$xLMQ_+=3n!gN+^DbH-OkNKJ;|(1q7u3VRK+@QM@L(M
zk#Rv`s^sI2jE-_g5u1*T3a7eVOk6-JY^BTvzV+-mdDozzs+oO=b82zY>_hA$i>>6@
zI~f1JGW&3MU|?)a2=$Mm1KoH=qoZR32^isrjgF0srD8|w**lreo=j*bVL8=_%?8UJ
z5=jNV<P_%Q9Ou9)Cja>6iO+^4Y?A#iiO&WZ4&`=8PO{FI&#F}`Uvi?kLDLO~Z_s5A
zB<1jxJ)O?zlk?VZHhS`(Qk}?*4oaQ39pa?33;0Q7?R`dgm~#ZS;XOxWcv!)6h&NbG
zEfy>)1B9fc?3*?3kzh7!hdHe6bw+sD4W&*<O3F#oy5)}1sor6t4v7LYdQbHMhmk#_
z5BG4CH(iA|3H9l~COnDzbbflc11Sw2{&SkYp_C1A$Tq#^9l31}-hq@CY{ESd^B#OC
z@;~{6^EAM*VH2JtInC%DNO?8y@`%n<&8N)czj5pA|8WGB8NJH^m3Q+Vkfmx~&pKRn
z<L1$&DG}>(AeGd*CG5LAAWPM}I=xl%4k6lucOaG2ylLG7u~e<wyh;6ubTAv?Xe85o
zgaawB<|8~1OVxZzmh~K6AK?r(#nJWHU(TSD&#sTS@rWHZ?Fh(>NTAw;hkNZ$cKiCy
zZd0G^ruY<U&qbf?dFWHH=+C?yYNJ?R+9>m?^g$&H8yA$VFf}buz5xNQNPeZPQxU3u
z9hBKRvT@(|etlqUj=OKyH>!6+pQyg>-Z2CCraoUau-wmek8!tYTrah;5~_h`R^Wzd
zj`mAbN~%JM6gG-eDkV6$3LEyx^9TrF4|tUbb~;6b^L<E=RVA3hA9Ut5kFb=C(;=n4
z@KP6HDH*`GIvLbIRiNP3g))?8;)gmJ^8aS2P=>t~AL}b?>ts;>p6Huh{egh-%?oAt
zsZIv_zcN-R1CF!zud4)!+{N-?{P#K;Rz?eD_^D2Yi9eaW%eN?$;iozos{aURm6>Bw
zj<pv?0a*4crgR_4N8*<{8RWkzH(AM*ESF6M5Osv(G*zJt-RF);C&#s97wY)$buz4s
z7RvBboeWd|#%#IMCfsxiW%#L1hNZl>j1<c7Q=JT*|7Z%~+^SFp9wJc){}D0Ix;h#7
z|88C=gM?W-!506F5=fO3NA@{?*;J|Rifpb@*;yT0Kz(EO3zKxAWNv(4ERxA7*83`L
zz!pX&?1Ex#OQfhTyJEFJUipvACj*5t($vXdD>3mcb}s=zZ7}z(PKN3~Dna&^g);n9
zC&Sdg$w;9LKh?>wl>M*mca#~z5v_w!C@}!?%=Z*LQYl{WhX<S89BkCr_v{Yl33ksR
zuyC_-k6@F0$Pg#V+uT#Or>cZQ8Fl~;fksV4JJbOUDBE1l6Y@WesHJ-&*=}Aa!%uZG
zuzv`^N!as~UZD&$u0QHz!2fVS1`1_p2fIAO=5N;3$*???IpF1_On-xt)P*wqR3`)d
zuL=MN1S%ewWNK{~V@EtfMU^^Csde_zvPknwoeb(<C@uKbg)+=OerG^f3GC;FBM9EG
zYY^Izy`VHUQzHptR^1C|UpvUfIjS2^#*48tR1ZM;Fs9tI>R$i>aC?hF89Zm|WFS(L
zXn;Ox$f=V7%OQFZ!KC%jts)83N>E}i15joK0z8QwNkrv7^4AWCr>)xzJ8A}?gguLd
z&sADfxpDUM+ElMy@RVKi$bL3(FhC3v;^`Esky4`zWkLaAHa9E(L(yO*A&K9V{ezQR
z_K&i0lq5tH_y!SrZA&)Q;Ajf{p~Z>;H5QOkObtj?ip*G0DJ&#=pekmJ-6UZHOjODY
zl<*FJ*?GbF2W&qh7fA(pQfv(nx!Ero<%C>dlP(Y113=<wORINbjpT}9h89dJqsKh=
zR2Jdb9l+q!LLn5X;x5!*ll`w85Sxh1i%Ky7bl_8fv+H4yC7^3@3bulXR`n|cUe&*l
z_*LBtN{WFfZDTa|>6)Fyw5jKKpH3BHQHHqPF7P)Me@qozm4|`PjNXRjOoPe`G3g1~
zyGrNU%Z6UJ^@Bo|c8OtX!%4cU3?HZ9sKz^YfVF`bzsQYaBcQ#_nL%JPFhTYn5&wY1
zL=4Jnr!)dDGJ0Nwyktgj&%{C$C!$+Zf=v6ROn6auOw~7uZduVbY8Y0^EOC|NS1Tqr
z(&W@BFsFPAlmBbyzp9W9Q)SE?sKD>!08CO|yvgKs^5s3lO7UFs8%duq?XiIL46}89
zzz>!Z+x-<ECI2$%hV#Jx&A;S7=wu3&2tiVT7rS#MjXT2-0jVq<>;u7h?qdr$_Ypwa
zQ!j~_{J!!ZooA5~ND&Ax`M&ZZ%zeeb*r5#W;A)u7dCAU#w6C;-nH5p0`zptqd_T?m
zDFCkbIfle6;Y<oA@4<@ZZIk~gS#BQCgPulJ3Crm~2MOTMu_OAPZ-vFA`)pxJoq)^P
zM@jc(xC0>uprX_E_sXE-lO6vP1lTI9Il^A{1GJyA0oe)M*X}Uqeu@eah*bFnbi9o7
z7KuxqCzZ^l!-j5j-^|~B;1&&-0bm0r;aJ14>sUZLSa+WCl{hqzj)-*1wDX;ca!V;u
z`yN3hyervTXK7&2Q2#<Y33gCXX;WGV5ZG$fWW$>JS02d-SDHN$Fw>1P`E981o4}|x
z+Gnh+1@&K&DLtu)B*2S1R0lIzu&9o!4$o4d4OPz53P+ieNJJwkZ`4LQ-=&HFrsz7I
z*KYMx61N!Plk#b(0$FLk(Zmh@jSOHdCB+Do!C;1@o2S{7qSkxJss`n>#nDztGKEt_
zoB`_mU+<SN9L&~feT(^L#H2pUQDaU7xXA$7YU;EEYuQM}WOu=uu=UMqsxW`$zu7pI
zsU+$}^+*dUGf2K5NjIdI4rJ4rUQjjCBe`5n>ft-r8ETjHU#1&&I>?H@9{eXag#;8|
zrjYf?_k<8xfu52g<{7lM{sI*l6?WMf)VDxx8?`LlwZ&8HoXkZ+rde;W|Az;3ilsJ-
zB%4kWNw5@3C8^$xgWVhc^>tvJ|8bL%WzoP=LNCqduqfO97x-?#a)?NCY6*)Bp~T}U
z0o*LZ5ki#L^oUZsJgw}0V^nHAAxp_#XlVZ%&l}5$zup4O%B%!Ss@%b#vY>DW=f4Q|
z4pFJ@kx>@6uH2CZm^Y-0luxlE)B`c7%kyLCUnlwK>>^NrrHU%mk^~XL$w#)#B6m%@
zr1TO39~0R$fHpTLS$LYl-qmJSmL;i08gDQ`EphC+5~g#Y#|cXoOC^;_P(a8jkmZcc
z{_8Q6oK7<G7hg%T@gi*~`N!dFDc&_%hOnq5>X(mB1va%R^X@#Q-6}&(ca4}e9T*b|
zQsa(+m?2_gplI2y(p|KNfTLc9AZFf{zXd4jDTSSM{<mZ`!jdmk8jWg5T$^%fK!&EZ
z+L1#^t3*E8rlYDkcuov4&B}XBZ9v|~hs9Gm8-z0l_)V54*Wwr?3W(4#B`V3lw^&80
ze_>8`;7C!k4Ue%RuT)e}*D^TBqhe^rm?8qk^SHLuuqoU~gYs$0H_EAqtQ<5q24EIG
z<o@WsCIC?j`*Kyv4AVALT~q&+F9bpqq5!P&6JUgEk)A4BOY=dFNC;+b%qi7!(wQ&Z
zH#5Wl=US#KYKs9NDY$0s1X=_^Iqq~E3-@(iB8xOy<*yDQk^cjWOu&<6r;XSwtyo#>
z_!WSKrj{wC<5W~ujwPC|AtoKG%0iQ7QP+IJ-h&44htQr5Rs{G=1yFIH(hgkXtp)gM
zPe;74uGBU1pD&ChYuF0tb5qB0D07$N$P6L~(t!-lcamS3`|@mvuvqaL&w<W-60&qH
zHs(-Tu2qzu<t;E_hn7i21(^nUl;YHocwYJc0va!oFh+-1saz{(8%hN(@^o_zh|yxq
zP-mmc!~|K)Q`j~560o5I$cnmNhO&iio);eE{{VS9SA=T@h`FmhmrND^i*PRQB43EA
zwF=V4c^$GT-at&y098!6R${QuxP)b)3S%+zSMQrThc<N}O|X!4{E9j8Mn@0pSVOj>
zlGuu02(&;gOi=|&$^Rz+#r(DY)9Hnr&nc>9JV3yJTvnkuAxvCO$2uWa2T3ttC75W<
z&&rr#>pV9gLe&V~H--~vQ*t}YZN!^cmzPXMEMz2rBlAr4FLbUEqXcp)l?_(Ssh#%e
zJ|GoP(JbVr@+_in4%cG<96t!T8S(^t_EE!-qn<bKbEqlzaZn=*I2#MeFLLFGZlR59
zVL!yh{%;+F2#7hEjsZaVs@B2`Sh48=)$3!m&V7|+087v}mY|_uBTSevRX(^c7m})^
z=yW`~fMWC?A0TJl=iDc*$uX6Oo%hK+3Wfe~g+Mqw02mc;fpW2V03hyho#QEGq;oq(
z?`jVqaR#X99h&1>_c@Y=`{Hn=a_b}+)d|LX5B&=T9PX$fH;|OaOeHPUo|G5<2c2j`
z`mJ0q=s2>$(0X`<nTa^xIFt0aH~_Y!UW#U`!_#;b{(u?Px$0*ycF#Y&LEHy4N&JI+
zF@lLj9N>p`xQ`Q(`WFfgF@EiOmLTB>9&7+1Ku7Ax<7F0*Pzkmm6ShlF3$B_cZ%9dN
zl&1U=+z6Jrphc~!(JZ{lH4Z8U1q$RLGp;F=wd&vUg^q>8Lka_`3I=v5YhBPJh7^RA
zJOtsXL3zcs?N+CHvNVzEW+Z%rc_x3T@DJGOp4t~&^O_hI9*DpUL-^9ZGzP?nrGV+9
z{6_>R4Jsgp?n5>UJo15?bqmS|&o5x)KsK%7=>lAW0Et-~mw+AG$AU&6b1n6XIFS32
zPq-aGq>i?Xm7S$@T*y!xImBn6MD>@XFaQ!wP~QYAfQ7RtR1&~AjCC9(;6QDO<AH%u
z#?Z8A1X@tE2XX|A(jk(W3<EGBBzd2dE3Vn#kAz@?DrN!&L5w;!L-Q9dJUhS{Gb{+u
zRS^Y|48_tu-O95k5hCfzUk#Q9IscQ{=pcGk_~a~1p5f?TSeV5K+(ZTp*BrNtvl3LI
z&|qvy4J3>rsE9h3CA!rXeAEO!P`DI?LHBg8RUsY=C_^QBR3U=`?cB%Pg$NS7j0Mco
zFqWi;;%A2VNV}zboo}l_L3&)HMWl`Z3TfFO9ZmuX*nf-*kSGC#6d`p;H*f+jr9gA0
zr%Ev?MVF^=ugjj%f{K&8Se(M5B$;C0K|$z$9j*!I0Cp*Co=2W?4c57)5Cc!zS``sT
zpQ2s#55S=zooHsLm1`_tt|gdx1T_pnQ4<I)pp5=-Wi;_T7^EvCKI#Q`iw@b<e^S}9
zpv)0nD!;;gNqP|=1z31XK4hLp*m1Nm_5Tn$8jU0t$483?bjC4wgU%rw2#Ah_B$hRR
zRf|ojA$c)${-F^WfD;}7&zys;yP$|5gzyebC{fR_R3{x7DwYN<+=mOOf65jA%c{|Q
zffyu(w~B8St=39kK6_RI2pf!4Fw6ivhpi&(ku?kw+Xm4>XRsUS(GC)1s%U}XtGtsA
zaS?JkMFnEDOa3bGPyI2;Z{Pz@Oa4<ZLu8`4v*>^?m=7e$x5O-v`T(0wm98WGs1$SL
zzRVURfnq@l!Xk(vXX!}ER0hFxsCzB+F;@o4HM0jA5jy``rjo>n9PT1PLJS^}ET27W
zkJ6-KJB+QRnp|%tf+c|ptMMMF;4vMvM1#h1;u_%%v#J6TNHN?1?L$uR8p@0<E)W&8
zq4;k!vR6z3dLbaa$c)hGm|14VQm3eBu_j~)CdIpu9Oqjze-jIpU_b_NNE5`XgLh>s
zLK}39-N4fvU5oUP1t8@GR#9Gni1m*Vw7iL6L2fe=86t2tJd4~jep|7vqFUU9eK95>
z9ZCvIHZVJclPVqZZXB;;s3EIluILC4tRi?op-X8Mo)@HnC9*|^E9cKK4%7=x<Ai7C
zGBp(u)(c23*#TfcS1}M4b!=flnxYZjrYn>-*Ge^I0S9V?4275=F@A`3No>K|@&+&&
z7Prca<^k@a55g>DF*8GwgB$yNzG$Lhl2J$pW}x^V5ljY&p@|%XLQq3Gm{7PBs{sV5
zEkvwLYEyDne8N;XM-piAjXIYI)-?zeKMCGUUG=YJLb&yUx>a|~0E<Oqh81PYN)if;
zs(P%$BoH9*jeO=XkrsR|o$QWD!F(kP<&2WCi4H;Ru=+)S;Yk4k%C(m}UNr}Fh$-@q
zD4eVbUXuaJsNhpsCvgZ6s1N{3k?PEDiDAl7^DHs}O!Ew6Cp!U)f%l~AWb0uW(6x>(
zV(Dd|!|dr!p+266R!Dh8RzOVnzl9yZBL@S70hU>E7=Y0uGnUK+|5CPawGN)g;t_Gm
zr~v0$BVyG6T2={kgJK1pR6n5=H*Ya~o<gF^0OPk7Ul0xkr~-Vfe`F3z!Yjs!bb`VJ
zXu@!kRge=_i=>)_3N&rZ20D}>Wwbva)e{DvXf#o`PLt+ox(85nCg&3;tRPnqJ^Y3W
zxYhyBoc}CEiDsgM7?g-=G)cw8F=i@v8>mS4$&l5m56RAJybhhjsX@$DSxvwkc_=y0
zsz&k+y3qnmluxJ3UE&5QDVtLA0CJ>B&VQ7l0ii)sqF0Cy_yHtocO$J-palXF56b}I
z40N7Xavf~TENP4%9CSznW`uN8o-Z}wnFfn*NS6;#5)?$6qJMC&a2CTsJTZU9sIy5$
z$55pT#xO?k1tqZ3XPz(_qD68A{0nPZ#n6qB?_6{2cz7Hd0;z};K<Ys!%1MHXXal>#
z)YoB693Bho{ttC$0%!HS|Nr8qghaSV8cWGmv$RZ<v`BRkB1^VvCZSCYN;sB6cC!5}
zA=g^6%M!AbvTv0wAy>E&vLvei^ZEXsGtG?2E!FY(->#Z-=A7^M^LekY_wspv3FTOl
zzC_^9`CBieh`~@+%NJO`AcIR{l#Sz&SRWb8uB>`HunLDP#AZ2;7nG1fZA1r#JM$?f
z2;vfa!yts{A8G<cxDsf{-{WezQVKx=X0akP76XNU*Z#{J$V)a8+5kEIHrG;R48LFj
zHx3KQH_&e`rBByAV>$Sq>4n5O6Uwj*68W%325X3s44A^_@>7aNZyx&Uqte+mW&}RL
zE&iu~q1&n&sD+F0U~-nAmn&v*#?9~s#=t>7tG96f3NBs}hb7nqS-^MPIPddi<ctVY
z`-nUM*Tnxm$sJ_Eu^XRJN}H7W#t!rc+zMItro0x(a3g+?)DxP55?}>}$}8(yoPdsP
zgO+FzJ~T`cX4(0oToF~oRYMm`eN0{Bd*r{hac~J`lWf>E0Ev$ncYHFchQxCL1XM*M
zSxM);23FKyn4*ITxE<h%&th6wG{TIkvPZlo#@TQcYXPM#=r~D~7(<s${3`(E1HdZi
z4thtO@cTH~Lc%uTxX<l~2Ph#0S}=5l*Bn!V+dNnoSy$(I&L21Bd>*vaF~R}tEo?PV
zgY$d}kB|B(vg{suA%nz!2o}4>a6kbpIz}~+t;Q0xiVVOAkrOvYd@zF$7GdBXx=@4~
zx?qG6D<lG4aG!i0^+SVLzQW73Sf&As4h0e5HE|R9UknJrffxt^38$d|1V(i9VxBvc
zcyLah0wN>e($9mYaB4}uzmgsj^n@S-;VXTrRHo#@b%iVtTmKL7@l%-r9L6<1!94o&
z%6<Wxfa^faFhA%X!4=d3A7E<P9yo#MDHeovLB-+*ilSZ-)?zq`71K|?Mn_mM0*Qoh
z{vCH1m<KZ2K0*SWE2bZ~2O*R07?cbSi+NZu-Y#0G6hm!B=Ej-;7H=5qV{P>FCNVP^
zWMe*3d;xC7gb;!JuOHx}X$r89-k}%?1=LbJ0XGEQ3Cy5CW~7J@tf$w-on<Jd2Jv%H
zz#S?hh%oLNQdc_WBA$P#FViK0<8d!ukUuWK9G(hhZ<sMY{~~$jH0)$z?}#eP1r4Bf
zLTZe({?6RM@~6HDK7108?<n9xF-4jMHs$=Y=0)5VJ7%Ae)xfH0S};41)A~0@RJpmS
z6On+)cPR(G123~vA%GEa!Wu0|hEm~GxC|F?_=+rzmMkcm2mV`5Qk@IFO@a|{W>|u2
zk>iGFT%5fFy~S=CPzY>oLug{810&g?>iCBT%_}STTC|LRQB|E0OHL6|mGW>k25>-N
z7icKv0`;+JVZ`m2TatQ?dJ=S6#%93^c}h|w3jlJu0O2;lgVHN2pa<?Zc!e;^JKjYm
zyupfhsu6=#01$-4ds{`&X_{*&yAbjp>6I*B2s}y_QvS)GX2n-X+F+SGCkWLb$cos2
zw$MY<il7uSG}Cb5(x8z2-+bB&E8TRrfLBlz0T^CPFKApRcv5H}9YUu7noOn&!Z+0s
zi#3=fz>4WvGoCi9q1fVFC}q9G$=^66UV|$W=fw?(Kapsx7-0jy(t}6X2nD>fpwiNe
zFxyg!0*FS(YwIB*We^h<A5)`6N1Sm^09lMVOC^KMYmfo|!VsVv3q&&@LoAZ~2XC9D
z;te~R!m;A#BNxsMNWSoU8?!V}hG6c+p_-7FpAE3ZeZH0=1Y5qw^8-rwzK#ua>F@E0
zmTLUIX?n5({62+;f^1&e0l9pDuZq!FkP_3Bx+t$ro0tnH*X<7ZaDW*u)|<rxwzw1w
z_xFJr)dSo=*VFxwc<_3LC}J&MOBr*e^god}@(o<ChSS85U%+|tTAmfVL-<Z^8$~e+
z;A{8*Ah<iit6Qp(CF1@};mt&?2{vK2g*ogZ%*AK{TJd~AYa|u>k0j#z*%ucO)kqIs
zC$$_Z7h$ykjNU+3tO6+=EYMvMnn4l6acv<I&LWW}{h?5k1yaD_HF$^Dumq{+A4H$b
zBl$0GCB{RULF1t`pmzk(D9^p|W$Sg4*5`zgstQTRJacJf!mPfZM<#e};7Wqc*Idu=
zhu1168s%&4f)O{~0y7l$58|)`h$Hcc19%PD4V8JsGR6|442d<G-~>#N#A8e|AHf>I
z2wsQNm3GL0zei?ZP2gfbZ!0&>EWjMn&$n4H5(;3Y{>=?&wc!oH0*fg3hj$Q~ihm5n
zE529hYxd9g3yKPgoXe0tBFXHDm>bcPC*P+AbSOJ0qh+P%nB#1F`dDXfZsUTM$)S5#
z)|kiI#{qm`apQRCJ;zgFd+D?2%bre+L-Co@shsNc$Z4wV@&7m<pWJ8Vo-^NU`H@_d
zr!i-2V=>JNb4wq3PpH;7KmBO=W-ap?w@fcMy|7d-pEDol=_{<P+`=;FYB~BFXKXpL
zyZkxx2<0E1Gam=)(<EzFP`a|FEejhnDkD~jr)y09C%xpn+{St3mli9FqxgTavN)8#
zDkO`u_{kRl)Xaa#FtA0l#)TO=HHCrch2<BvXk3tfzbrH36#t(sEIHqOVogYvIRw3&
zWB{>*WT~9x(;u2=&TRL{;gB$(I>_Wf;>-f_@|!lM6(M=Q%!11;EF%-1D^E*VSzg8@
zfP?@nEPejEl9iQR*mCw`gd4X^GY}(KN;0wyr9YQlak-Ucj#QUfSvmQSDFVsTn&*1r
zyPTMz%YP8F7#@(`Om4GMnjz7R3)5N(o@m@W&Ez~3Afvs>%2IwA_fz&HbtOb=k(mY1
zBL^H(ab<b=e^h`NJdj=)BQ^@cICx%u`N{|s8*~0XVdo#0mR?y#D9RA6EIVU%L2{p!
zrJ0mXudI10zcESF5U7?-p;<v9Tlu-A+|0{m^=Vp`<z|bFP^@TS8EzxZD`sY@>?LE|
zL3(9Pb4zV#^A;@3MJD9SPcNphfOTo{%AcK&DG6R=1?!4=37MM|{z3jLGiHU$xxezm
zR|=OK02N{dvj9?MhXGVN3!t!q0IXp04f6z+k3LxWSpd}E_1gf=1ds6wEM_eSJVZh|
zf#M|PXueJ2ws_wXGHFHQJ;18H|CAm0ypWN+s6h&!k9d&RL@+=Zzppz_T(|i=>Y%9z
z3dF1e;_S}?p#P2H7}!><N<9M@7jYb@#q6F)&j<<(2NE=Bjz>utZUXl#TnjVJn)4sg
zZBiFzU!WOt<`k%jom+w~Mb~_u-6x*~;Nk#_nSUKOBy@=AM+C?kxRog`l5a+N!fzHq
z-=}dLn9$z~EF~@fM%Lr6%>qazfg&3v$N4wR0$~2R0i%&FlITu&&92Gc5c$$>P2fnS
zm)`?$$_0{S^dkqr=OIGmi{u{AR^haX*;=BMld{$nO=Ef=D8_$5QJ;UTRPy1F-mK38
zi1S~>vt^E7imD^xO(?T=X8|z($qE>*-0W76oXlR?oB(Wz*N`xsR7j`RA|&VA#KDH<
z=JbM+AxlvQiR6U|a{oZ%Od7`yGSj@cX6j!^IXr>4-q>z7q}w3N0771w?TE}*<o>u+
zsbNXWh`hFBW2Ia}l+Jc=0~SQ+Wa~!8P^rq4c&!z(aOQt{ev=zSTIFw;1(1prD~<7-
z^0a;%&6^b<Ou{lo{sO~6^+uxuv5j)0MB%RaL~?$(vIvOpCow-^n!iud4n~tn2F3ng
zLr34hvd6!C$bix)jRG=Cq>WrlvjBYl8LMYUFe;plLPPLNOo%DQ5s^?s_eoBY?<cJg
z_JV8<-=Vm|qAkBt)gi3M4kY;@Xc_5T-~p};E|XQ)DZz7D?NL94+WIi_A4p~(16DZ{
z4ur+b6vAk?2Xd%zn)hLGrdPNiL{HMFr0C0eLA)fJAWy`N%`1>cU@2xj9q@;i81{30
z@-3MSk$<K>SA_ja=lrZ^Kzwpo>>+}3Qc0#Hf;H#?e2XC6Lz#XgGGZn!aNtUe#e6Cu
zzLu&KXtb!hU(;F8TFb~5lE)dR(0qQ4tCsta)YNenX8}0>G)X-FA$1NFSb1c+wS?yS
z)o-#Fx=tvjj+9n6!hl8AR9_IuOzj4RD~M!)+8zt5f2FddOwj+J{zsa`w0qWP0fhdW
z8UbRF<wM94UADnAeKemkgXvSeAiq~u*jIe6^c*-=4pS<6;%~es!kpxL?Ql})>@hX#
z6}-2QhYUp8H|js6UQAJ!-mt7Q((P)JEf+=$j_F!^S$%2@wkTcIz;ePOd#5t*$3oed
zrF+!d_f?~`DaM{qUqGeZzy3Q`hT7Q&md#lJJpalQ&89}3T4H9>B8y#WtdPan3kkwy
zr|~&d(Zr;hk{(XL1}r%!Y=2=EK+Jy;!C<2xwG@DVrV29$#mx<qu?14fTZ?bOV-~Fi
zD3t+-i<U%9!&3gr&H^C+h}-0bP5?;iGg+MlK>VxKg@Ae|M2Nkb<rR`8rc+RkKJz)m
zEmLMeWHrqpQ^*dsJY-1wKw>sQP}qsUdI)T?vC_g5Vu`k35$V6PrzJBC;BS}(;QRyX
zynldD=#nyk`j`jC9V?{J#WcEVrk1RUSpeXl<--6>79;hP54e%pe*U$caxKmR!2fHV
z*kO1%L{VAD-Yfvle=Q#d;LkQ<3lI<*yy9A)1wj85!6ETagy1Wg)kag+)Sn9HKk<O@
z-&&O=r{pF?z@@ia<Ff!f|Ey=q?8iXFC_p@)c~4!){LJr>j*7qk>$3o2|5%FB8)!hX
zI13;-|D7HN5Q~rk*_#EB=6}Uu0VWnaqa^V3PlewLQ~*_;7|SrmP{kk?*#VT18!B~b
z2(_UZ?^%RPj(3*M0<iu|Y#%Y7NtJBR0-*o-e?208`3~2@EP%Ci{=W=c#L$U086A}S
zLu{2QI}9NCB{qOqO226EZK=52m;Uq>!8#1}7)HhK*b9`oR+(7<^#9p1u%Z>B`O)Lf
z<?Q{_O8SSWfON%*7r64X04mr&vl3aI1;F`_)fzHTk<6?5y2Ad;f87c&>WPL}Vy^gy
zER{JOyo1MX{S2VYf6?`oo(16i2f0avBN8Ga_soucTgwp;2E>j=Go;)>8}Uc+D!aH<
zS(x)5h1=0$gLsL*k%6Q?V@)rt>>|@Ym(l-pPFM0(qH<WswJ{5T=bsq)c~f&5_Ve2d
z0l5vu(&|>px<eY)z$^gr-|{|qZVuO8j<itO;{kHF4Rz&B^oo{R@qNsc2~Y4pf>!pI
z_Pl0s7C@T+K>O%yrO8O6%c3fifigI$?2`ZVXFKFeH%RzxFCe*wj0T1NXNCbN{iaat
zdNe4jaN%;&U^i4cwHP-D1ceBvfqXQn7`AG-MF}gI1>pW8)o9(xVhgWrpdmtI0iFfJ
z+Pjo!zshuS3Msr{f*gtec&*lu5#n95$CRe{7A+;bw$I7)zI+~`_M8Eqw?CMr@%&rX
zW}20lA1f1$L0Oyy!1)vQYWjh_vj8)6`a{Twg!0-I6A9a7>RwzT*&+gEVX8$m_Qrqw
zK6Yr$16o1Bm74{?`5!LJg-j5M_NZ6!T4d)bNBXpgtVuBQ6U2ptG^O);jm-i`(LBU%
z=|G_$C>q4faFT{G6@VnLFp{mwsYO#SB$8YvO@wP^769kJJb*y}f)HW;i2I}l&7@Eu
z3$p;2{{YmE1~P67_gMf+3ip+2aT}z;LD_zYF$9(=4R(G~SHW!&FY`Gy1;EC?e%}B#
zEgdH7xTb+Er7ffd>GA}K(gFpUzmcdGU0m9GT`>DM{xeygg;@aXpFc)?9<Iv%EC9}b
zn9r2^q}7qREYAX<{}C<M0TXP2$Fn^PAXRo4076fsmepAR%0JSI)iMbQ^s=cCTG)=O
zI@+ykaei&h0^s~dl%7zZ=-sAZLhMTiuN|CbLrl7(5GrICq)0XjLs2WMajQ8Cfc^_j
z4@gApll@r$)Su}@5ChTKV8=q1X91+j4g&~Qgc-&rV1jWu6s3fr)&hAgCv2!#bF%<a
zT+j|@Z5@dx`+l=J3n0bKONRkacoVy1a~1&dzkC?L-!Kb+_)i^2_ZbF2ZOb!n)_}4#
z3&8n12vsr+z<!@B&jLu%+mGsDbir`Mzt|Y8iU+K~L7e7U+p_>tL_6-DG(0|EV}!lS
z;w*p^t~X9D(I92TE8DXG=zlQ#YsVXB7&ODeDu9x3JPWe`sDGMrvgRcQf)UxB1;GAI
zc6gGJ)9Ref$nq=z&p(z91E83k?O6cSf0qvfu+RwT29RZK7C_1pInrl#lP(Q_2Z<hl
zdbVZ(fd7$m0H__Hf5R*Q@}H4_i(vqCZe)8F0MEZ!J`CV*m<7Q6SL<0=KaUk>e-?oA
zM@xqRctFasvJC`TngxLVbIQvzSq>k|{w#o$y^on;0Dr?Q0OCIc(1aTiI!G|vvj8~%
zZLKdE2Jkn`0-*nsJ*S5OfO<$jXLS~U^G`~L0sIZK08(X#0pJU>JqsX3U6#n#gpr*O
zS)T;}{<d*AYCmSDvpoxd^RKp0Cc^;!hFJjEUkGp9VcFcizU<BdNR=H1@Hfl?VE(hc
zn)G5Z41l~(>39Xoj@g(6!2Fx#!vOw<SpYu&$=>f61`u7V_TiZi%g!u-$UpyKD#7xF
zkPlg_vjD)~r1_FARl_YXFs8_U|Ln{Hp#P0x5cZFDX)7J1nzA|zfb;*v{7F|nAsC6M
z?9Kup{<AA183yn-%mSePN4S+fd}aZ{*VcCYDO39~3$m7G0g(UmJUhu3+>kx{S)K)u
z@_>rX#rD0i6nY$ZoxNEAsj|ZWLh>=faqNJ!dlqH^IRDGcR}2IA8)gBd$_@jlFbg34
zxb5-}){cj0XO5S4%**j~rVozqSisTv<mU=sD0@zJ-)=2(l7r1Po9x@IFeiQfltBPx
z&-BLgx055PO;{gi?GGs)TEah_`}aJ)xLxLl_L(0#mp=g;Lku!YOrC-r^A1?$Avvw6
zS&(pR-ok+h?YgBnk<3%HlRdOO&{xTWxcTM4!9~S`eJ8!ICI=@Egm0PIbNhh<N{R=R
z49RKb#X7XjY2~~skPOo%=<2Yo%kfEh`9A6~Ki`>j9R6n(Cudgt2G23){CktqN4Iwz
zTwEMGO^<5m)N@GRoF=(NEsLBb-HQah<DQ!r=7JY{qAwhaFXp&!dE&J!`|RxhvHP67
z6p>fC-DkM7eE0HC4rg|sJkgxzhp+zbb84pk*Y1mYGchQ?Pj1hajC6`Qu<)+1FprlG
z-RfC!_Z1GZui&(BFj)~vaZ0)Z{g$6wUirh$Argti{>fqIO3pf`Du`~`Q_P&hU(xb2
zN7(<k`i!>mp!m#}EBz^b?mU@)5z{vQ%JR#to|F8DN=ETYrFy>;2AotXKAcHNi&ML9
zIaD4~8Er!s_)v%9Atk<DnI$RAEi2h8x_m}AlgnphyZqJDGA`d!rQ;{is+CxMMj4XJ
zXH=ow<ztEi3R6z33Uf1O=slLdTrE>2?7D(g(hT8(%BdYNJwvy&S;Aqb-&q|+Or`A*
zt4JT3-)Csa;GRQVLB{NrlDb<-&;EllpG=HX^WHs+m_5rOmRvgKd-rD2V6Wc2dKEIW
ztcYRPEz7HCVQxmbGE_+AG+BXdmI{Tr844%Hr!X%)pQh9}7v^Q?^w+3B{87dlXZF_i
zUl}SC=4I&qXH;m`E4No}VR3$8@4P~$Ha0IVa;jV}rfK%3*$kIiK^B&eG)UEKasd0x
zOY^eA=Q7rS87j=s$ZbiKl*fFXLI%e$k(jOf)#dNE%q@Mt%vg!Sm_Ctc_aAIRis=!{
z-z@j7j3tp(l}rvQ2Nnu5zCZKH(g8yQy7oFzx7muqj#FUMNA<v&o;PFuuJ!+N;};?g
zlcn(s^uKX)x}Geo$BH<UXAds{C^HO5N!xU56Q<*ZDT&csXG0S6oc%e96)~KShTRBU
zqeINu2OL+Xp~Vr@_EE)fZ|-CJ66n?jN8&DmJ)ZwT_J?Sf41gnp?c}o;gvD5rr#j$?
zAeKW-#9^wAU5MF$HZ!FUq{k^o+80~_og(y*@EbN^CE3?WV$1gPI7gOlYNpbj^nW^Z
zGIO#$j^J?%mJWomDT5&d>>&wE<B+25lO$<aO0r{@&hO(i1bra_c$)Hj%>o$XKrxZu
z$LC|VDC}kk0TE|3pfdlD8^vj4NNwYZXLIR$&3pheM|Pz0905BfQcf1+=eQ+==Afos
zg!GZ|7JZOFr(}*qv}Ol|VuB)f>&g6oQ*Yz|o!MFb6tvS|J>&1`=(6J%m}}-C#nL16
z-he}<9<k^1r11Dtks?&q+*s+6{$5BCXN;Wx8fSK0IXh9FICxDKj8n@VpXPOBM>3=a
zQJSz{m0<<xAtbO=%EpX=I3)@DY2hLMf*;(-p%ciXGVULnkZG?|JIYKe;Ksi1PU1qI
zjOBYMNa@bv9B5F;Z0i3URzUt4VPacUzG7NIdZ%VT(n7*&oOa2Y{9I&95iJ%`k)(+b
z)4&uhyqWW(aY}N9T98WAAdy}t*)o0@l6xT4S&k8orddGSp~6JFf}~82W5(<N(ia}!
z;&?HroH674$Ik7e!N4&LGWscLZQ(P2_(S{;iRtfA^U3@~G?>nZ*#BcQW}JNIJq#5_
zs_amL<R~szfCbJFh(QIOrc}q#V#hTTZ*aaqw%OS3=Qx}IQ9M&n%=54Lpr?`e64uE_
z#BjFPj(8|d=NBJz7-eQCfsHAIs(cYXd2oG&LkSqlO;k%;3#`K)s`b2154fSnoWTt&
zvL*U2Z%~`EQwdgWD1i^`uz<6op#&^}6gLa!s4w;b#x5U9!1IqhAkP0iQlHsT<wFS|
zAYI>>Wtmj@Py)xXdU_&Q7R}Zk-1w8B1k8W2>$SpE0yG?DL<a5ug53JYilP(mD?1hb
z_`Z#Kl=8_V6(N1>*emcpY_y@73w!#Pexm~R&pcmt52GzUWYkYeAUdl!lt8(V6`1n)
zei*7SaFq-t&`C1?G&#joDohH6`CzL8Tn6#uKSm27<G5j4l}OexmYT9vX6Jl>9ooF+
zK%&gM(MKJx=$A$S&8Nj5L|5^}NRWAp{{Lt^!An64cHnRk+Az>vdLgikG3NzS$?*)F
z3UGx#cnkh>fC^5UJ;N}|xD2kwjv`S$L&Vwmno|45Y2QR@`uGZ+XvvIFA4<Z6Va|WV
z`Byvsy$BEAV6EsF>OmVu{7ZpKv&>@r3^zkzsgm$p&&_JGZQs^S`Cf8%K#nuG9p-bB
zXs@utg2~#97C|l;zwJq*qUOv$W@V_k-7jDh{_`}rD8)xm_}o91LP?T00)FsIGsdt)
zh!V|fXb&g<(J%Mw++#i?NZ~&Xn{E6iHDv%=Mv2eTM)X)UFC_ntJ?fLR-7qK_YMDbp
z0Zm2P4=wKTAwo{Wr&0#`;t2@(98p1=vG}4T79{jZ%rI`1+ak|MJL6YbE|P3lIq!LB
zqZjrON{JhgFZgfsxF;YOw&bPs(&z*u@pz9RB+(Z}OClaFY1GCi!V88-aB~|L>6~@?
z3X8;duo1^K(bT}w@u%*Z8~cC*8mwt^V%#Uo)tLJ<9PkJ8uecFwjIK_fQKiKDASq>C
z(P|F4G}1hZ0`ttfbg(;6o0<_WhT*g%@L>mA)Q(_)5LRS@>%cxAVdB#0rt2d@^67BY
zym(rOMxN(?;4U?fcxry(X#keVMX=9sofF`6#`Ko+NB|r0Ndd5kA?=#eaLYao2}a<L
zQBSUbC_)aJ$3O>Y3RVPKa$U!|JM6%r^~jm$jGE_>f0nd-6`_K+HWkA#I3wX9XEddw
zf-Hss<oYi5PL74|#H?ig_6VmBpt6&~hY>+?K1U@1QKPvX!Ixz+5SXJ<)3of9Q+!$g
z=Rb5m0A~J0y;xsD{y;*kk`}~x90xMar<`Z*6l;2>Jh+aaa(D*;^(cyunKR`V<`p3n
z6mhByDnThf;V-#uG2~&n!C0O@$MYW0Xv~7{SKRHaWWR`zaaAWiU@DMi%&IzJzq~$N
z!=r^qc_A;O^?k+(*3t!ndVS0WrU;H0Iq<V4IqrfCs2e;R1rg@_7ZSiCgq-n!7?g!R
z0HhIn%cZd1?g@q>-S`!2gq{)-(b_SMA4JxeoUFPc^_p5?htC0UZn6)w@R>)RrH)~~
z7^(yoNkZfwEygf;JQ`U^_Q~38%h#j=so5=*WH~_Qco3}}^K6<s_@t14=FoweX>7#f
zYy7Vn&kEolj$G3{%{~!F76V<>8sH3fMN;^z^Z#+dga)pYU3jpB#k*xhM}eU+oeK-T
z;*nD9iuZU2u&%o?GUU4quP0jM5e}w*v6^~WyUB@pwR<Qx7>f<cPL6xZXLga#{8#iF
z8wQ7j4vLA-x4}d}NDgD5bnqDvhHJ)p>CO>TtQ}W`QRG`NxkYf-23AB9ssd5ip|YW5
zVH41Qk~5GDzsdg5d??~WDf0@z-$*G&(l0wq3#vjmrc|>hHiIxaCJN!i|9KdP-y>pl
z%E&}Gfhp2AHpN<CUbMr4QKeh6&9Y>X&q5Uoc+x05ClM2yMwU_<4Q)9qHd4{xqUCxS
zWCBtlP{eY&7Jq^(+}Qs&kB&Lsl|on!UrP@tMR>x+$)LeS4Hd$Js`^MKMAFbz+2MB@
z@02BXg)Gc4JVBq?g-%ls?FlGIi7Q1*oM5Q4#h_^AoN&&Qu)G24=LqM-2GT<h1(X{V
zMsvi{`5R%x0wH*)EmtvKY?e#@2`j|24dICXnGP_K3FK3`Fstwj$yS@SboNOqV)`41
z#3k7^3`0;^3lAU_6{#0G8$aTsC&c|Q0=3hj89_=vZ6weCKr7^-)|(%V<1y4e<3vvY
zQ$k9)2&e_I!{T!RumOAk9fkyee>{<ZZ-C&sX0L^O8qkHWWE0#Rh46T@jP$u8>=jBE
zBYy}6E`#4&EAd%>NEH^%bc{~fDkxuo4L)i^Q{ah4eL056fD1|H3UEeagc4!{3BqjX
zjmO#;ii3q=hPs1eXQjdy#2t1ze+&qvoQi=1z4JE@7=?g18;pdC=Rn5fpq_383&{?Q
zZ(uZ^=HU|XRVyKc^CTfV;Ag}VR%*M{84u+{L)#p=TWB!(FZ5Oe;iHDan7BGtDmKN-
z;ZS@cCiLY$s>3Wv<uH`QR{1V_O~i|!#9Qz^O|=Hh2hj2PkO^EZ-vLcQVI@t>fbfcc
zfI(b{nfI&}$%fn_Bn%O}(%B%xkjvvIJhKX6in;Z;7B6MbY@7??Z|ES4uy_GT&?zW{
zSqFlOow&GgH1K3F+d>)7A7DKw9C9yEV~y|wP3PI|KyTY}kzNoDDJpCiE}BoWBi{Gf
zZaO0ewHS=+bo30$BKps}z!#W;g~0atNGDB`IS`h@Mvxb1k|IybM`FvU6W)ujs4^m3
zYyiLGwMWve1|xrA)A=HT$$G_3e$KfM7#D7yEZ?-7&red^&_cHdJ7jR={X(o=H1W4~
z*a=r?FoqJd$)#Wh?;?Txjm_g0I*tfOkOst2o}xl3po@kr@Lr6p5n>^H19vSvPqxH&
z1!bNvC$qvbeOi!Klk>j<4MHw1Y{F4eLoQy6@WaaENEAk5dDAapqFE1|hp!QK7zt>k
z&5uy1;B!zF3Pf&!Tl@G0YzlS&X+mzfFVyjIojrN}0B<A0x>`Qwgwl9cD{`NpI%tbF
zKrHkfdng<6Yd)gR2MW7?*oofzxH+Go#Dl1~wMNXYN{@2-3M3Qwk9U1`6m(S#`tbZS
zcE<@I_Ji$X3E%)fso8Aile}0Qe-p8B1Ff%C#AB#n9+nEMX6N{L{<eF-Xh!A2EI{Ij
z9{f1_HOI!gut(Hj!c)Y-{5R4Lcx;rJk6_V)=pr=Ir~)Q#3-7_ho?3@OEQUlKT5sdF
z@@;xm=;ee*nmN^1=%uv~<+5UAfu}veA`Pw&;{|DOH=H=)N&h!N0Y+58)iP-mM8mnT
zJPu|cG@cGpda)9ykXR1!45`qf`PeSi$@8-yC?g|2sV3rIv?1sd+zZ33OUF5}5haOW
zm-%ObR-iaL#o(%oFe}bOA=9u0Yv$QVADfA@4wW*iD_nQXjt<soZz2fHHPQv@=Npil
z8?afpY#8I*MBajSK0S^p8)ygd4~n8OP$;!l=rB_qa5qA2v_J5(U-jV=0xN?nhV)2q
z$%^wrew-M_g|Y5j#X~$?i!fWmjF@7mOiaKWF6dlMRt$%*l;poq2T&>QL*uJpQPl>W
znuH`i*X*z_Q`C$gM8hz#L~bJYh;Fp+Xawek9T9M|3`0(|1@d}28Ua?1&~|4m3EzEm
zp_n>hPD)Y$Em*k~3~e&cvs1YdL<4hXcZSzR+)yQ+?<Z~zqnu3j^r3SAR&<$15+dOc
zj4S!TZ3Ar4l70o!BECL`(wH&wq+tn&|1ljPps0PQ%it0=%>snb>NeF3w&G(Lg&w>>
z!-*B(DMLk(8LdA;#^Q;VS%})rd{fmL(jcZ_Ds#!Wcqk8|1e{>{VFkaz|DYZiPyUXl
zo4`9e{v62w3)NlBjK;*&3g1Ub6*pse0}OXX@P_oN30zB2(-C7q(K&u242P9662@>z
ztOJj%iq~iw=RZ(b<QQGocLhK|dJrt60Ks%IFo)HlM)XF(EuLG#p52f2BE1KV`{;sC
zLd79zs8C%zALJ%0keDoJ6Av&kwqiT_NOL39-|+8T0C|QuCgYrAjymIl9ZQM()hw|K
z_k`Z2@e8&=K8pg`oyV567UqpKNPZA;bQ>5q6HPEpzlt3}@C0hS2G*w_oaaCAbKIE6
zM)EbD;EugO!sQlZCq2n;0qIyc0X6YF1lRt<0+z?;eKaAo<(<$W1<2qWf5+Mqvn`e|
zw6)>g7)h(pylF}mk#KyNkDDBY-dIAtA9T^D^FO}GX9y`YGRT4kh8l19Fm}V9of8q+
zFh9$MY2Ia7aczDN_pt=f1YC&?#V8}mItlXM*d|OYBFI`<FSePL`s7L+j{-&#R{v+7
zN42J2qFTWWp9IXEAv&QIzvs-P=LdN0<W$xT6%boUt#Ue5lxvtz(?mmI(Nrn|2xP!?
zqx@o3$O7h+J3&l{=p&@bUa?s7f&diA0Xjgv0Nkpi%jKJ{4(I_m!#9G90I8;N_@bcA
z41-i7a{vQ0?-=eD#{Z~Qk}M;J!{YIIEF!2Ly@hv}ClrSTDbt4IDx==OY_N4gOSG6|
z)Jyo`lY@=x%p-9%R1bk>**IHZ4bPc`3D`p@N|KIyrIOJSTumM3c0JKp*rRfAdCmjE
z7!4G@0~x@+!XDPd*YOE_4WjBZ;IWUGHIN~?XU7_C+%>f1U@xBoQ5qw_FLuQORBHeW
z`5(kk%Z!5*^7%3N<daaX{s6Z`J$!`=VJ9L9%Z^RS$t}Lf#kegr#NR_H&9Rj;!&p=T
z){uI@NyAwz8j6M)SKvv<AX%KhvJz?Klh3hs1WnKcSY&^^h4<p-aMeBYRUikyNm3R*
zqEWv^BErxVb;W~d@enUGoSmcbEC$2Pm5N}1B2PdgWPxRv^60+~A|b0R1;SvT*&jcP
zh;=v7Gyrt~Xm~Vimq|5LinAihG19_ha5u|q1U8mWQcoiQYBKl|Uu(3@nu2~<2xtkL
zo6qyV5l|lwYKX}A0o(%m331?$3J1YRxUetxgRzxCVgUUv%SKf(!YC3B9T|bS=1a+@
zprIb<61qVyn2c1xOjxYthb~51yvF~)aq~VPJq-ukx7om1Z+?-B!!}(Jbb%%aj|9aB
zKqGd>mH3a8x-N$uY89!UvmgW)n(?@5Xs9fhNoNVT9%E^z$_V_4e{`az7+3}np*IE+
zArV-*2=h89lF$)D4U5<>vTG)Q{qvtiByEArvigJfh#Q+hwi1Sz1r9JSG{S(u7#bif
z=A5Pm>R(XVC)2uDv$k-XeL4w)m2qJ_qX5)>Ks<sjETF|0oRK;$bs#sQ&oa;*7Q!!}
z6$nQqOoMvZ!`8r25ETVQ$W2A}YC-;o{54)F@Gif=sRtN?=OP1)N)j%qo1_vV01-l%
zW-?(#{E#NQDu~4hZ$~hTgy1!i2D~bUQs9N@hK^>(^y^?Np1;mV%zCJytj=g95FGmk
zxsXbcn;24kKA(dvJh>T-C;bu#37v<qaSh}j3aa~I=QT?)FIaDfT!`Y7G>jFj^)cos
zJ^8;dE$mCEM8u|9f#VR1TnMXY<QxPAj)?%2{(#dE4;^4f@f2%gABD?oIJ7}<471@k
z5~9k(n_vgel7;*{K^!__CD5wgJpUbj2Np*(Bpyx`ZU<cAU?xa7JOmdJKp=Wx#kjng
z0!<n*J<_9GaBck@ehp0E=Oe<kyvs*XRICHbfWz^(nXx|3zryb8iImTPh6;!??u(82
z5G45}$i`s`DWDU!pPx*^o2K)5ai$yWd$DG20IrjTW+<sA%GGvZIij!IVH0K;xwFqd
z;W@=2v#Je-*T@s0<L1Z$_cUfl7W_JgvN4^C6c-A>!d9e7IBN7o$-pJ60Wl3*#{{W~
z4|L<+7D+)N*%XM%pPQ$sSwJvV(4rB6Bpw#{Ai$J>;r|WRBmkPO5rUo+4~!SWX0ka1
z3^_t}01>>4jldU}Y9?=-SbKM_CDeSWoX{7yRRI1MY+KQyIK<ynCj$oouDGYKeX>2p
zBh-=CIvnoLVh|-CGS5x9uzZ)eU?_G=>w$?D{x+HIiBjq59?&k{r?P;Mk`qQaiGNj9
za2bjLhtyBRiX1*@9000P>c`M@15}@b4S#U1z-OdI6hIsVmB<6YK*DP60TP9ikqsgx
zE{mmu&L-eV-6-y|6804N{8tu^Y%5Hvlm-%4!fSSkJK-M|!BTC5_GhCGc4pX#f@%Bl
zN`~3^L+t~Q96^Hf2JUDx?#6&!ug4x>2;mnJ6i>wF`QI8_h{LW~5tnxN7#>s)CBoHu
zDGU&6Fx)^#MaNKC|0al3CRm0MnJIXX6B2^q(tnsc5cje*gE=AsEG@KTBU%s={hWVd
zH(*x&rKpPa57Wq6O}m(4MKTDh5FPZvo%qZHV3iqAsK7eFcsvUMx>@a1)A4S?P?oQS
zGpsYCXg`6at4PzMLsp!6;s5n%*m)Gq&;o?!h;bbx*F*w{??Gx}0)1fQvxTX+D>&iF
zajBxC!3vn5z+SLtj1ufXQMD<sN_8fI$Ffc1fmM)Usv!mXf03EurpbXku9s!<vE*P<
z)NkOI&{9uMPC)U&<XUbO9g;?ohTPg*iuob<$U7!ueQYrgVd8r}SDuX_X;?(4Nnpm`
z+@FtQJnijMHP|-B6zW4h<(K>>tQUN-83QzZJ&I>XpFmweip5~@;y;0`g02@p%<z(!
zYbYe}Hsj?;cf7MM3o#^FkN?4Zm|#XQG#-2%JjW9B-jUByZiAHO36WCvr5lFKkQ)U=
zs|h(^pFowoC<+EEc~=cbr=SE#iMtS}>0QFTLuo?lKIFf{sv{uyWCu{COQ;|mAEQnW
zXNZq|jADAYji#G?qTVM!l$gBBF41@p4c}uA*b#2TYs@tgf+^=(Y?F8Gva?=@{Nuv&
zsXw4zh!Y~Cnb4DI<*^--FD$?8C9a_;1G>REM4uo!PIiRFVbNfUg9%v=B!$B=#~e~3
z!VsHf3pY?$nW+Uamug(V{jEh?dO=Krj0T<PF{_9)3cvNitnOcxwCKX8*{N}il^`iA
zA~fO5&&ESoO8gvpgk9mv$ULl*I@mn@26j{&$%pB`MDwv+I4|X%0s;1297`4hLMr80
zIb?u17y@GLAt3k{T`5AfU<%^MdZ35#5C#hOtS83XV+^1K(3!xFPXX~DE6$DIyEG#X
z^FO?y2M=G)LiFwkiQ*B?6H@XC3^QDht_VJjz90eQFSs4bqPc=HNVuQGC1Kg&J0B4D
zz&1^+PELr%8*C8sg#`KhPqs-*KtKw>qKb$K!dJsrZ$dmPLPj?DkQaiq98`pd1nS&`
z%@~zvn3V;*lh}@HXqZ$x{zz`~DkN*5CUoIiSU@(Iig1cdw;qjs>p<Nb7jRL~1bmhZ
zOXQ2t!xmeBiU<d5Px8vob8jS`8^ewuH3o-W6Y1-6*^0Grqkf}llKk347-{_n*_W(@
zp!_N3gX|6Pgg?jFs>7<0L8ygVeqxU>j_<$}q=0Eb;=(93ND(TX>byZ}d?zFev~Ohu
zkB9*J8*BoWQW($kzsbU}9;}krMRrA3$TK%L{bo81<bn++Z3vCv9@=7@LpGC(I6D#d
zi)aEcMNH~A|FSpKjieqDj|w2#<W-Rin-a*3LJiO#_#aKh1+a587z^O8;R9ZZfSDU`
zxxn8zIv0p#GwLxuh9>-N;K@B8v&7bI(Zs~<vB4N7Eh$t&BXGKK-FQ$DH7^)YpZ<^7
ztw;?Ign%Lau^c@=0t{zS8+IdEwe?(_%|vj?YN3rDgUFa=LMx$5m>Q!Md_e}p1p}}l
zSkt(Nn3z;0`JaG;!U!`ta2rKKo$!8<I!CNcwHh*zxnZ{?77#KshWIg5m1P;pvMAW2
z*6<#vFXBV410@Z^Mb)@01RG=}GT~16k??=;Fi|=*04>A|00>E`%5C1^l5m)PvOoP6
zQLV-&)R9D#bmljL7-B(wD@fB1vN&XcY!}*NWn90fAGLmH(%OCj0FU$UidZlFkp5w{
zb*H)&3;-X(FXA2TYOx6cdcYKnHJWedH2R0MC%(cynQ${9gg`h1LvsWp!VKGV%a<%@
z`AN5e{K+x?AdY<47Mlnle1#C{QY^sul3m~<O*SbFDw3r~lGm_6z0rQ+#@GdYl-$7n
zaWjSlAo>I?hqu)b!+G;5NCW*J7*O`&rZ7T!G<~{l72E@UBdy$<fQgIYOd%Yq6@sK!
zv>ViP0tT1`Qrj_L;T~u=7chyzrx9q4HF*=6ga^P|paI%|RP=C(U10)2C+0;gh?-&q
zOvPv{jO0MMh@@c^&XeDhH$jKFkd9mMg3Q1;0~IKY=wW*CoY)DGj`r2i4HZ`>*fhjp
z7d(I6aLB@_b#VUCSjZvrJvLbwqgg~S7sbBB03vxV1hoW~@W@&hA7ek794rVT$89lc
z2(ob%id(Eg#!sZL5lb>c7_dT~{}^sSU<3z%(%5}$S+v{Y_pJHzzRsAPM8(d;Iv&t0
zmQ6)=h#<V7Ty_iC)d&?JukPI%Z{&aUEr1&6f-r&)WGYIF|54FcUF7Sn(on^QV|J$#
zzwtVn4-reaz|QzJf(BP$6$l@oB1{vwXqGKmm?a_YCLqyM>a0c12%_a#>?f;myqTu0
z1@Rxhq;`R9N2)<fjgnY86$M2Etf62*hEMEDPr#+k1}o1BlDQ(lB?@PPoxiam(d~q0
z#25#7?tM&4uxsvxb{MX-;QTFm%@=Gu#@RtS3@#TJHew`ArBY79y1`pZ41xw&FH20n
zxf>OS8=IaaI$)`$ok5fVO0;~c4`!Qh*kz)8i7WLDO$&Jb9VF%gMt+Dq`_UhTqvdCc
z$P!&S(B^68@aCw1@f+k8)mzOFEdorD1RNI|KwiUH6RHvWs7y!+0<N1YX894GqbA@#
zGratd&xBV)xQugDHk1y21ysU<<M+6j28De>JP;#`GK@?D7<7T1nr5~S76he6AQPr1
z(K_VDI8k3<eZ+Z_$UpuMjvJ-eQel1<CSdqb796qmobAXMR0s(~5`fxl*DjVwFd;5D
z92}6Ghq6L1{Uq-JVKhLPD?||Kx88v*QTO>ibmbb@UqKbt15iNv5H1^VSY9V4#u%6?
zrg9HcB4G$CvHkqUfIHT}E<CQGN+Bgkji!f42rXjw(e0byNvmieUYO&;tq!sg_1|ol
z83~q(p8L2--6!Pd5+;i=JkS;K<u6+XkZo)l3W}Xz+58s6gFq2(A+m6m8<`6?qn5N@
zKrd9<;*L?Uei59=b;+m3`47|u(jZ`@6A?AA4RQ~0;Fi7+dMP6s7cPXg03!f4^<Q{T
z2qXFlTZyzIY$RE<bx_f|fVDGeX&nvAj|$@f0-jqd0so*N3b09IG#(R+c(89AhjvZ%
zjHEo?3+KxYuwNog5n~uA3Qs71lBl%vkAwyC!1BSoVm*U1i?!Nl{UxvY(LxmLrvD3L
zOIAZ7nqJ`db}6w-eI0@*kTlopWevNd4UOH~1Ev-WD*}K6$08Xe&~TxquVIC_n$|vE
zX=kE$hQF~NU`gs<`aC|4@gUSt#c&-&@q!8%&P~||T^*2-q%5~Eoe1=FnJ|JzJSaj9
z9O4=s8>(SPP)?w{Dhk1oDOE?K!4-K|ed9$?nD`$FClfCxSwBDHwcs3P7C(o`N?lMc
z-vzaTan18+x*-^{L23>k&$rkeULIv-nXr)n9ch9^KrVt7e%5-@#KD5?pcU3Y5$YeT
z7ZR~|jf*;L`HlS{z)=NNJ+X4yK=;Fq)M=!h0)&`eSB?IV<$|olgV>1362fV7$gmVg
z4aQ<aY7n1gJ63|+6wm)PwjoJ{Kn1qv_P84}JnYw)2Q_isKx^Y1D<9$jj1@A1VPT(K
z8s##-%Qo08fjip6Ya|QL0A0<W$wrk{`>vuR!))FDdu*~5Ki0$k6g~|q7C>GCmJ+>?
z-r6s3p<*Ig+Ei|XBxt{3ftfyZ90jy8WSWBiv0Q|Q-PoFdfSNZ!)(CBs3Flw(1{`$<
zu#ih)10X)^VwETzTn6O{GWm)!WaWZ2h)Wa?c7(lSr-t$b8gM^?7y*a4iMt>v2r2ds
zDbPR@MIx$hH02fS>Vd3$9G;tEz&0z3CLYa%*@Wsb9kdxjYxV4Xv%q8uj;-Jsl?|58
zuJyOb0oIcZ=|7-k63SsspeIlWAReKa`j0dUlKG(NW8{oWhvn9y!*dG`E)J<f)VLY?
zY|<JPGgH9(sxy~?B3_9A#toyu5*tS@4usjlF63VP2-dJ@sZ3M<wE2`s4&p0hW&nYn
zaEyIRCibCqg<fa~_Frg%X(Ce~ySNG5vp5-wsAYrqT+KC!l&JI@Q$QDsl>$;^j17qX
z2uZ1b10_rh(st+m_>WQqAqPMio~zGLF#;~@qu5HNS=EBq?8f+662~ox@>Df`gTrM5
zl;qh2MvHAk8%}J;23G_LG(rC-Cl}(SX+$gmv@}b@^2pMG^ZB5UBi5PlCT<t;!VCdG
zf?OIBc8AH1paI&cqAHynr<Q_X!&POAE7+FHeYvr=7CS-wYoZ}BHQXzF7T;mdECa%_
zPj1Z3Fi3pOP>Liw*4uDIi7_Y6uXMDgDo|NI2Wi33P?B&IRf^6(?qZzfD?JK8g#Yz!
zLH`?B8M&o#V237JaL2rBlFdddzJ~6KZ~<g6!gPXlLGvA$Xo!m-vM6+ieVa2w0Ju`1
z0g(@=P#$WviLEfrRKu;FP;0{fLwLA?$m>wp3&sTrhDzMP;xh`0$*>PnX;Al!V`LF~
zhPYPpZBz1zXn}!{7SJ+s?jaQe5F0QIa8NoIBa>Muf3t1yH+Mo#*)0?>W8;EImBJx{
zB)D()qhvEdqy1CrVM8DtUTf4Lrd<t!O9T$WEBAKCXak}>2gxVG;vQfs9TT4k1jYG3
zwGPs;03j5+Q(TZiC=V$y7*=$NUquOK31tsE#tCtAV|wF$jTYj@=MBef)T8vOZNmJS
zvbF*UCt(@V$cDw2o)_Z$kC{zM=VCq#qdH(ji<yCV*l4jGN@QEDLT9$y{zf*07lc|e
zfPG_LxV1r-(XnL~BS{bx!buzzD^bq$5EkvBBEQG~U|J*y<iTt4b{s2!1;jrH1yE66
zFMQ@kZh?dfx3gt~o*-+0h@8dgC@Y4kQ7&W!`ha2Mj@(P!WHJi+Kr#F;*TS#R|EHzq
zUEzk>Yc&X?B1{gsb!S$t$o#ns*aLLd5y2dOr9TV__sdE+Vyd}<Mb?A}$N-tPXrU)K
zp(s(nW^*i70yzI+78VYG=u9^R140qSaE1)126Al&uy&k46^iM(@M+;S%$_QQ4l5uJ
z2>rmgIvhk;FHLiE<O0Cbyu;d{7J|ri0HM@>lxC#S(jqb+;e=`h1t3x+8PHl1u?RWq
zH1-EdYD&;%ZwiY5SX{~mGwcU)L30jXKYpWS;M;yDku3a6_$#}>kQwKHh*42EB-Wyf
z(8_>BqX19+8*wrp=6b2yV!z1!BbXRUHi&1$IwB?fR_(xfxhNSAmE^qO3EPSZGdLme
z3UsJ`<=OuTzSCX-s?c$GVsXjLU9wZpgz~0b)!IQmZG;{31XF<-_yHpwQ64|h`GLu`
zZHI3lGXQv<E^Gv}2;l*41UD=Zsy3(p$?6P>#f~tDB3iaZ9+1_l-9RQ}!oa~yF2<C#
zV!Por^2?rKXyW-%DhnAt&JNkoY_V<QJaiwy3kd2rMT@XGa5Pdv{=)#<<O8eWRv;V*
zCT25=wFF0;%2zZ^1}Ro}!&P%ph`~;bZVbikZP%?}6IeKb3@F4NLX;CF28d(0s0BeD
zfDD_ljG0gV6B8-3Y%Q16!eg$766z5Y5((l`EIne`*dy}IRifOkRSyH?k|W`U;KCmM
z18P7=qzh@Zaam-HGU2efCeq{5Q;=VE(8VHFgw@IcB((AmA0#Hbu%;s~H8up8$Ok_`
zKI}B|?bR?gd{YfVtGTIIk=^@c6rB2~s31(Q#?#V$Bz2v?#x;;{bd$wtgt5Iy98|(+
z7z4zidKO2@5yIJA8djVOU?HK5lB0D3_d!&a9;yfg(-0w=LRNm(A{u_1LuXmIAEbo-
z4;BTvFej|qNYM3|WaWiw#=bxSu{TJL{{;s_PT&NWQ7-%>Uy0izaELNl0OZ^=uNW|?
z2OC`)+~v9=1YI>urv8P&Ky?x@VC0YZncKJKi+M+IxCJ)}TnpRys;MU_BR0kWkk!X#
znE$mSUX){>q~WJcZ8FfVKSU4O0bJM=M1|G_VmNlrKkFV18;tVxO=jv$ym=m4|4qIQ
zLSmX(Trf)r1_wQ;XBG_fAn#E+OfkeKN5lop3F<3coXrSu-2EWl>_*Vackl|%|JJVI
z68N<cj1R+ETnFzG!Qh7Rjo=@Rjuj6NkXmFDM#lpv!AxjM1nF8(+p=+L+){sMGyvGf
zyP`WVS$GPo`3{@V|3?*%%i95IAc;js8@LhV^|J8?cWY|FCIpNq_8sPH1^5Z0i~SJS
z;V<}C)#I+1WyLxWgkB@Lz5%I=fqwP@Lvi9y@f}jYmjbVA$Dt`k6gP{H7M8n1(h`sm
zGK&S39d=?9o*^~X6*?I;VPJWU7v-D!5mGTaB7g`P6kM(mq-4RKYS@$KA9~!@IT#e;
zxt$>*uMrd+E3$(7WC;+1o!Ukwe73a?OUJv`x?L+dF7}UUitT7MAvKGF2HY%;Uc&;A
zmgb2|0dma+(f_DJi9KU9@PZ0Y!~v{5f@_^Ccef^J&PM|Uq2VtvAPhmS6AH06*bC87
zIDdz-qT*r{zLoqTauodv!;pWA`Ql%>h>y2XRMshmXeX*gz8Ws0A&^unz^>$=))N`A
zf!17Zm{SZ^@_B-n<nyK1Glea4STv@K<b{+*F-cn4e`2WtQwzCGu<1xK`FubW><zpz
zZe>Lm__OZ^YKj|1j7TJa60>j@h<w;NkP2%H7mev?BH>1KDTVn3vuH}83POY0Sym=R
z4FN@NhS$P!O|fVf9gxThU1)?J!n}%ONZ2Cs<Yyq9%v57Sy9$+mWKrH>77WJtD0Ye$
za0#EtYqP&PLC`RoU}oD3+VKL);euELc#Hw$wYhFnOmg0&qg=L^LMI(v&?=&OgI<_Z
zr2j&#^@fI!Hq`l=EAkq-z=#2<G{AUwmuj3W9`v<0Q0XkJ@ftq!nky0c^L^W^1ai@a
z!~zUO#ftnM%8D0Rko-s4A*@M(s91XefmP&!H8vi=@q)-J7w}+$31+OLI}rEq+N`L7
zh!z9s2UYQV^u+SKv^6oo**IToJ&;zdC;i`q&wc^Ui*USv*2X>!UgPKZA{X#~ED4e(
zSjQ$L^F>LMCM64Y<Vi571|xh80yJXcHRcLQv9m&Zp+t!S(|^eS#vjF^^v%pK;iUUm
zi9d=W%PA@-VxD7#A%c!j%nap>S%c{jnenky@qi+K$sEDV@Xpm6HW>35S1@d_l39bP
z^v%o8-u&Og1~X$l)1O?~VS}1$s0^M~S$ReM4-AS%Yg$dB;?p6y2XZtH*fQP+SRutK
zY2Y6?XyT3c(MtV0CX3GlH$ebEFoaoKiZSCB{Kp@a(StauA)1ArfwNfz5XSQ#hEL#n
zM9@o<vj8@*IxeN5(e%X6EQC}o4#iqYm{TrCh8TCGRlulVy#I9AAcCpDy1Y1Vhc?mw
z%<k}eI7(s~frs&r&=4buE5fI-G&W%1z>W+u-LWg6JdIrQ8#bXD`&y`FBrU8*Blvv)
zQntgt;6;#MT*sgen~(kD2V5<_*(Bjw9X80qE6y5BWpmgdJH}s_p0#;}gm+W&zxLvR
z<#4)!%?ch6wiw@WDkfZSbny^|MmsW}kMBX!3~9BaoC)*7>{LO6#IV5hhDCj#S$J3}
ztvH$g79N9taWlM;`0m74Q=yZGx=KDH-Ze3|+;!r{(w_(QW_X%tLE^&W^R_SmSmeKO
zo`qmHxiPR!5y$_AoLiR;FBNJ=ax89yOvFySv4R;{Z77o2nTFLv=`2K{BWg&iq3^R`
zg^xK1z%Ldax}`FjA2g>XreOXAsl$*~6YrK6_35lB^xM<~n1@AFBx$l^s#%a!7ACxf
zBrB-}Cg4CpG5;)rDoMln&NN9aOWLuuMu!cC^|NBAyS6i)_}5^?mpE0By<S^iuidiT
zhUZIoiy#`16ANjYl7D%Reqg@kc_?}&^rFCv6%QK(^>S6NW3&zbxt`De0GE?wBr(M9
zHNi@!m|u@Z{TIH$DB&5Q38)9z0HVSaupHJ*Y`l`g21ARG8SELYt;!VVzflVjNm?J%
z>WDC5kc|4+Y$@Uu30fzQQ&0(Btl%3AvkYEYIKh=Ov(Sw|#!&%MND&u<Z&EUDDEi+q
zssx@H{UnK!SaA}uL3Vg0N=#UTR0N*k;-mwRWQZus0?{Nu)HEEa8kq;X%pRK7(&`&M
zI3o=8gU*KO)W7wA3cQtBNveaa2sz^YN&t%QW5H1;;#?SJ&cM-gz7HECQDGs+N&+<x
z{!L;G+nggNVEzSCAJAJHn5Z2eM%|PLR}Oa*o}-qb#}wBhO&fU;gO%j_VW`5wW!yK0
z4R=oPs)}Mf<ak+GLU8H-gaUXi4^$w2Dj<wNs35Ip);#s#+3yTR_<*7(`ODBLV0(N<
zjEuj}e4g7Wz8DGcWr77r%L!Vc5H%E@KZJy3Y1kkO$4w(s5T6Z@=pg=6^Ra)zYySnK
zYM0raAF|jeRF(o(^0nDQC-uemyp;A4AR=N$ut-9pU;GcD0DvnOWIw5?snmRunhF#r
zCxRN7{{S!XBPs=XKrbwTc$PN;eh8)zMpz<5F*9i4_%9C|R4v(x`hio!iO_#<VT5JE
z4FU}qw>F0j>U`7+%X-QXlIHve%mtMkj4I2(J%R-ZI<(TrK0Xm%*wJTg3qKEUpfEa*
z^I#{dG;EOknv+F{bGf?LqyI^XH#M%T8=YI<(MsFxWiG<5brWcYRTx`tZLUlYsUg7t
z;n&TM6Pl5ZBe-^HD;PFN%pcYfM@?>x&r^Sf_&CCJrH>8;(=CXYIzyO7;)qO^?w+5#
zDPfd>C;r%4xXy?SwD<z&jdjBTK}#-dirM5Grz`lj$yzW4_!!EXU(;S<XE}d_K%@B*
z9&!>KYEDhAIN87+F3-N=(#cpM>HNJq!v>86$(EYH;%ee6&VNh(fI_U&gH$9}*{2?m
zR2$qj6$c8B{zyy8t1)a47FV1#$oWeP#w1+~+#|W@aVfhz)CoH}Nu{Ib;(C+swxQaF
zYw=K?W1?|hv}^!U;fRp~KWmb8;Oy6{Sq}>lMgmxbh%-HFFvWgQdb3Ad3hOP;U?|d!
zUy0);tXV`$27n?0<g%Eex*8j^W?_ddYAhHbC3r&;$fBXlHd^DYxxPUccVJP7I>KuU
zJC|ac_<yRB$gPP};x~4SHnJQmc^()s9l)lo*rK(OoPrLdmf48~8vbXC1^<}o`14_d
z#)_u2Y+Fvx8pQq!G$8<4ABauvMvKSVNUK^-@IBrEt?O=#4Ege395%?JJw=y90hV!z
zf6eEZU@<*{Yy!ef7~`Aq_PTTAlt2%A0i&p1;!gkiutBjg_d+`Gq1Y3M%KTY`j^0k#
z&886(#mRs==5%2fjRY`t=4|+#C3tv`cC!^+iD1;~$x00y)MiweHOTxYF2lvt0R_sq
zo^pvl!4+=o|0Cn?$!#fQW|-u;^ng+TDM(6Q7%pn4OvTXwfJs6m;kG#;-U{PwJC`z6
zX4WA7k3CtJRPE?of*I6paSdx>*dQ4O=|?_3+%v5T#NTKL8qKmXt0<5~6SP@N7mnP*
zDY6HVY%jI73L0A3{0qYd(Q8?#@#aT^R?c6c5;y~kPY4>!5Eh!7N4b!8Ex3K~(G`FM
z5Ep^v^bHVvRfi1<<;e%4aj+xOe)NA(22{baF>DYc1cEZviOJG;8h_e{VT%CH2D_!=
zd72@*Jb_KDlf7H<(e(MH)fhHtW|^DY1s=8pGCKd5VvdGKGl>mHHwo%MDK1Inu;_rr
z^<7wjX7Fh%1{7rYNmH!>TbW^lICr!Rpoh6e*Kv47(SLwmqGDz+xuJ!TNV0NcYra|l
zI~mLa8<K`7vfRHgY>;cPP5xd!YmoSt2oQH-FN3LelLl5NaTRzroC~rVQE)h;)f+Zg
z$*e*0AKX-Aiw%ImB!{R~QDDM+*qCW*4YC0j2u!s8e9qQ%jEfkFZ{P!is2C)u2zA__
zv1DA4mUh35>E^@i-f2-bUvmv{68S$Mk#8e`!36Dov|z(|I=c-R@qFg>4Li+)!WQEs
zP=oz|EQD|1u7&6PHu^l_t*{o+W-<5-44hUIhs*_uxVWzQMkvksM@cQD)Y9@r4W=O3
zyp9PeR3%&kg@Xt?j07V2Dv(B!S7F$oog&Z|o^maK2<|*(bDW3b2#25pv_%^r7M2}*
z2pX}bhuE-JWP$w)icv_M5<-bR<Wqc$2r{aB?oc!eParbyQglUg^zVTvEy9$WHHiH4
zTY<MlVphlB9*)B25ksMa`~mZ0jw8%s=c_Sn5LOd-3a?nMrF`apTCp$y1?RC}%doZ@
zksJU4+3!WF0IjEH!L~5RTtMhWsRa#Q)nSA9)rzwQJ^w&b7?x*Y*dVO(Fg65dqu5)#
z3-(`IM~fgbO_3REMyA4Gg4dW{=no))s|KN#YB5omX%p#jI33Bclhy8T`of{fpA8!{
zxKVR}GI$-&0WtrCwFJ~g`vX6l-B?S*2C?FluL15FU*#&7^WT7CYq3#4LW3a>ffglX
zG<r=B8?0p3p!HAW4@opK_awZ*sU<Q(2!R;C*C_KF42bPSU;q^BFAW>yTf_$Jp4eAa
zCL$#M#_S-|LIQjD;Q{u_S_qOUT;zkgLT-=Hh=HTW8;y~1YWK<y8`QR1J;rovQwjHq
z$$!CjjAWRJfX5gUQ!AQdZJ`au^fh24M9Hf)Y!E7&IUqd;gMqwwk(9ldU{$2Rs6X;M
z7(Md<Ykt@uw?h66a*Z`i#u5Lbc2FQI!v>M6in9h&*&H@#gy`W8Ts4-(&H?)m0o-~&
z2%}Hue>Pg{hE&EiI&2UpS8>)L{zvbPe-995Q@#GrJP)1+*oEH)bkf0wJQxX?x3E*%
zBl;1~0^M<LWKmRL+S5Wg?FHo;=F=j16-nqMen1AyHY#-}oX<atV>W!%W>cN!S{pXV
z0!har{ThAoCjB=Cm9$M!=?5L)8Ev8jUO)}QaXtH*8#Y+UtU=;0oJN+04Z;+2Di}7{
z1mff9Zz`L^20?{HKUP|dcVgBc`;Pz<pT~PZLu3gggb%P%4dlQaCpn8XFl-PMW?@>s
zlW(@F%KRf%l&xWdmT@Y~8f5-6m>sjL!kMSywZI$mz-!BK7T0vw9w4{*3@8GGpg4tZ
zFkebK1r2q|fzS<d!DTW$_%V2FBmt=nwaktYUm(~HJn$@y4Uf!!()XJvOS+c%fiK%k
zA4xF#I<47LI1o5RE(AaL*M<#NGHa0hCtw?A>mt_nut77xWPQ062*5%O&p%NnO)HBu
zs8B)hwKr@K6K?=-UeTnsz@Pr-h~WYnfXkC`N#&&I9s!6`N=!3Z*|ztU*v}*yc5Ic0
z4f1WX9%W|@a{kNHcr-=1B7hd*A-9g25NzS_3F#=(FM*I&ci12f-&g|wQaWqU`M+5k
zHVBrY_-43gu7g0WxT*55lDJ1$p$|j<h;wYF7OUZnNyb<>C9EUXH3}sd$7)lcj~v#@
z4;!>MjGPH{E}b<<|36yo*%V?vl+J8sB*9}Wm1qAr^&|)t2V)&=skK>`@C^5CGYv)s
zCu>KvXz@>n4SEuQ*jMY}Ict)c^#37r*%~%j$*e)@{|F#bZ8#MEpV&DFKp{QyVw9j@
zjy=u7Cx~Ot7o8<mHt%Fa1DLeMp1d)B!y*)w0xcn|(vVS*GLs%zG!xiV)h)oF@hzD@
z0e`bKY!JVPgn2&9N+7Ub{3kR*-^lu?7Ip$ecMnE(jSm|X;v;@oTVx5;g%)uB8dt&_
zZ~=G1KP&=h=CLGyHtN9Wlea)vR(IH-KE+xB2G>?}3_txp8lEf-8&v6mA3|Jes#yP~
zK7T{eG3{cC)m|10NkR_VQh2>4hYgz2wwc4$U7MLmWubqVScn@EK$RE#PeRQY5T|VI
z7o3W}f)lGhY>=1&UMp={92^n#Zvsu2@8L7i?%EwTXlk1@2WrQ^HvEwPxB5?<!vO>C
zPks~evr2&pCgkQn0Ej6^=)%8t1vnAnFAf_tr^c<Z2Z`-K9jX7}{fPC``5Zx#VVJ2n
z#gsr?H*8M8<h<1~j^V+-ILWt)!v>>*EWjn?P0t$i`LD2nT&-y+XMcF&$7xkqdMsO#
zd|E@p26gaI6dVbClUak{A3!2jL6<;z0NFGZPbL@rU(>?|xw54PRKIlAAn_;Ru#htg
z!v+y_OB^f!I-^qnG0uMqsGMwLPTDk!_JBAzGQf65fq$)fVy0jU6hdmEzr}Jj4#w;d
z&I?UNLU2I9HJr97O~{IK<M-0okOPp%YaMvFau!1U6YNg#iI0!uA{dyDV43mGYkb(C
z5dm8>-$P3di^cyX!(qf6(V@j|fyf94pF&kVT(jne4N_--(vGkyoi)h$S3Dl+0`3P<
z0B96qP%`)+{zVHwDk2;)klu+k>p%X|ut8*Bs@h|N#jyzC{4+Bd_BIKh$ZPY*Gw{j$
zA}aunV1X%yWOzfnckN>oe5~rQK}-9{2eus7!yO1m$p27>u_$QzjTQ@pk&GV;vCWJM
z1M0HIh7CqUZ9g6DTBdB+H1U_k!0Zeg#E3`Hsm!cF@JHY~6bEpiMoMlKL|dP9YG8UX
zxFSB%k{FM_JZ!L%S%c_b_J$4Gc&yS{KS<9Sr2mtWP?m-bVrMGO8U%k(rvvX`03htz
z9X1%21vX-Pxtkp}JpYn-#FrQw3nLa_eCbhJ)C@DMG_0XvgT_}D-SIc(K1{+h{}enz
zEXY0VOy?D<Nw|O*@@va(Vnz$}t3Pb8l39b!zrfg`7bL}@fhV+SE#lU378IOf?RyOk
z8?0p3Ao6eKH#@@yE15OO{Bz8xJ={*STg$@+am{*;va<$x{tqcPSf0%CisnP)(&&s+
zFnV$kE6#FF3>)-hafMlf^gpq4lVHa9xJGONFaf7zOHz0Odv=Lx*TAqryuXD_8;|jI
zM&6wN<>E*>A_fuy@mc3|=mI(caN)PMo)}>3h4H*-PGtX$7*=)Ipl*)#epDZ9ZHVsq
zR~iX$i)5zYKI(?z@slMugEdR4<OA&FTm!=fqn;?TA?7COONi_Fqd1QTfjuG&I)O6k
z{Mr~ch#}){AZ^s!^e(sJ`K#>Fj*cu08x*2yZB2MUW9l2mf1tAHOI-WI1`#|kGzmEN
z9OY-~?}!84{T{jIZ}?0;%M_ckW)~nOCU7bWik)EH{1yxbaI&j~Opaz7g7PaeVoB@8
zp9~uWTiV8IHYqb}FqO?=gT$1c1Te%x<6_nz{V(j!T#x7b<8;2B!1GCw?OUV622E!G
zKI|Z(woEXB{*lqd)MRJapy%dcD>#FgTMc9W6NVMuVsQB-`=%8Iv9!5}zat{DUC3Ph
z8W=W6m`e(w+^j**f0;NW`?L0k4RR6$v~5Czb_W0#$#~BH6AmK2NflK6G(U$8BuZu9
zYjoIPgf=wPqkNfJgVew1TxKn%9W?Q4bJ!q$4p?Wwj|>ajL-tZ=Z`OtlQeUh%YcNH4
z3GsDypiz8-E##hXT^qv&0k()ZU2hmYtUrjdkonKVqj=d!Jemo!*szv{4WfKB;%P}i
zl{i6Ik;>+<L7NsU%o@c0lli~_v1jTLHrvPz{wF3_!@~xNG;QA@2NKiq$O7^F+Xy+b
zGi<PuS%c)CA^}H^6Kz-h0G^m6Ge&EC*r0ia#L{pp?^0y`!Db+eAy@#9UQ%AsAdzgL
z*KG|C8?0p3V2Yea)`krdYbj$o0o@Pg2>xRfMI3a2fXdKNi)yA}O#fQ-<7Zg}xWHaJ
z5y;l`zcy?T;0u+@%^KwSZ$!Mrx#auh{#qS22!^%<Qg+rL@dtQZ!;kB+)!d^2Yirmb
zQ3NKZ+^j+RAHafEWwJ1A5H?!sBI5*|@p){Q{&#16WM|kQ%0-YDJun!2GR*~fKL6A{
z%&ZI>G~&_dN4bZ(DB_*+6q>1OXSex3%aLnq*dR9|>?=2Gkp3&w3JL&=?f=pVlZZ6{
zcWjhi5iRwkl3^!3?Y0k4K(WEh(~+w*Y|y?}JuK<n%&bBBUyVq#3Y3cd8{=R;%+tDS
zdf1?V7PP}=JPix_q5lzM3o6IfyHgK^n%*`<wmaW=Z4C|^1lm-bHHiJEAJ2+_?gj%1
zGNt;nc7_dle3kQWBp=Kt5Cz!(NeLyYedhWF;v^f4?m#Li2<9?;HThqNfy#O!!u$XQ
zIt12Jezuel$rxGLeuy%!aM&R7M1hODd2Uonw{-q3*Fy<)34|g>9b97V3>&Ou)*#P6
zC;GAS4<Go+U97cXgP<!)U)KJyeaWmr^G`?|UH~JswucQ?GHVe016TCQQUAo*uEk-4
z*b7X(X<aNpGHa0jf9Exra9I1p2A!orWtEbb>F1a===o0*Z&?{Oh>~m8Nc*tc$S;%s
z!TQB{E|59D;ODhBY_O79gU<iR+OR<s-9ybDa>1@xb@lw4aS%#i5(?<8D6FkvgE}rx
z+m@L%$oXfz8q%MIVS{mig}b@Q=z`<<FWDS6XyVtCgSNLOb3o|7B-}91iw^{q@srS7
zD}XN`TcyOVv0;NzX~5D#ZS!l~$N6`TN)iRH{b7TcS$0}()*$)sFu#sN@J!ZP9X5z$
z<Jxh-*0_>cgQ;u|8zj?5_DdT>G{sUV`O$v`KYRnhAlh21!v^6$x(=PekFWw-#QYPp
zF}4}-#@Zb=NM{*$zyxu>^sGV8KN*1V2KI>VC%EJPEJbpdFtE-V8#c(k{liANOY#T%
zm-)lNi_)Jn?^XIQ$%z#W8_X*xGi-3b;sM8(^v!ABG^b{hjwkdhDIT2Dq+`FHCB+?z
zdk-us=G{Yvr3Mw}G&#I$uM>-Vm+(fnQ+kyQ^R12p2lw}D{BwwJ<nf|iyMaS<7*yDT
zdmPN`gNug@JY{h2;vv3Sn7rvw!yzSui+lF3Ikf7ohtxQv(IL52+I6c|Fmmi6BL|Ia
zRc*=H?~eWa-E*&c`^9ZWj@|Fp)TF$_M~*soyV?!s?egXDFSg$0@z2+NbiH+|Y%{a=
zz?#fPOkc|%(~}CDmf2w}tx1d@WIc!Ev=XJ7U1ADjleP!CE~hUhi)Dj(h51fd^mV&|
zgNq<YinsF8Z?zvdprm*}$&j2@e!WB6oK_AiKs9g<SSVs5d^IQ~-{I}~`3^sB&d<5|
zoKo}~9do2~DG9rk^z1)~H)2R)r=COl<}}IU*~TsH@h$>!a8jpPuT(*CuNFjPB)|Lg
z%<Gv`es*M@qaxjRt5!9etPDF>nVYG?d`CZ4WM{r|#G9+i&Q<1S%2AS;9sX~2=F9!E
z>`c$n%&-$~W@b~a95>1T|8;g2_U=`b+oxymo;>rcPp@9R`V{9C78Wwxxlg`BCVExm
zri$ZUd+@LSZ<dq8{&SAbDI?zMQHCA|4j$OMTXBeOM&~lB%0|m*T$%4zoHm-DR)F$?
z6>8vZQmZ#@G;}AurN+7OKXz8hPi6NQ5|{o`Dnp10bO-_bBOMAd>bsl{1!?uIu)(rs
z!l|nTX)&+xu~bIGR+A1HF^093?0)%s<>&xYQ)z){a$tv!IXO)__wRXpal6b9?K3}g
zE-xg(`V4V8_s?^CWfXR~Gz9ZAAFR}Vq$>D>RW=~xs*%`=_M@Q8jN3nT2dN7FU{wuB
z2t*=Ft3<+(8orkb)0(DX+H{l`kr13erQzz3FcmJfAfw)8U1~uY1^-hTt_}%POdbx|
zsj$O5U0Gs}Gpbg`wS}1Sfx}KH0$}9j^JAyt6OQkTsq*K}_|d_G21=KllEJ5lG};gB
zH*j#bK|Ol|C1}A*i%hruYxNv*67Muk>-BZd)vj76#pf%<D>9~(61|VxvReC{|52st
z168Uj@qa)HA()A1l$zTLRwl$Wv-47G%S_%3B*^TY6;^6L3Nm_M#zC((>6-l+?V6?)
zy-BzI)1*u5-x?)dC7!Ax=_++pkS^nq%aE>ey~=p19+<uM?c4PnQe2dyC?vX2&MSs^
zWcZY}V=Y@CCV!C7QuOsdM6`@NHtA4&>IuDz_Z{4GSf#SNN`#&KkIznf?1gHFEqS(P
z@86a!JHC4H!Zu6VY}ByT!eu)gv)+1h+HJAkdKaXYJ$?4`^_O-n`ef2isk~16e7|g2
z-p$L7t$E&|Z!BH*%^S-G<&Hk*lsU_m)y>&&z4e|O-Qtd%eyJ)w>g;fCrE(s^n#lPo
znZS_f3{evc*tCqvS?)y?xl%t>j#Y^smuFR3$NQ(O%7hv##i<5iI{v?B)pE44YOE@2
zW)fC4OIytH&PwG;SXIU#QQ|K|vJc29;P1A^fdjP6X<{C{Z#&-p-}d&tBZeKm|D0KK
z=3O@X!!rghZ1u(+!^X@THs)XVepqs2(|z~pGWML!cG;)X)|-q?wd*py_FH>z*SYh$
z?QVPX);Z5?^~{`Kewmcw&%9x;?{&*lKYwsiYUY^NkNEF8lgDjcyH1@^y{hKyvd4C>
zzyJK<)82WdM~!7$=j>f&&^mif-g@s*m*)*Gd8FERix>X;)6|4JdfvU!{V)B{w8ye(
z%er3JtWn{Zb*g+;<I#1``)ucfY9G5^mD>*(HR@kgQdRb>{-3ea*UzgxH|JlIx2V2;
zyWKjzaNDyFG~B5A(&w9w>38yk*Bc)AQvE7>oPYM&j~`g&`o5D!T-E5dH*0m<Yy1xT
zR6pqU+rI96;ZHmFtlGB9cbBxU_r%?I-&cEK{@%N7zNpEbw=H|VYSnX6{nz`)h^14W
zJ>#6+d%kq%yNj-$cJ?=Q+bnH!@!iup6dqGIbzP&~wtD`v-ERJL^rg)QY|^8D-z^94
z`|Uo}KiG5c{mxyq{^qCuShwp14UT-W?SAhpJ783cb9%2|SY_|Le^k5vgS}s^{$QtG
zBW`?a;Q0ErtG{*rUN7(2;ME!H_Uc=I^Li6!{5tW>L%Njw`{~`UerNvY7gX!9<hg5}
z`@T=(18cRs_271Qf6=}63oSc5dT^cbsiU?#f13k;x$5q3f3987w$;}4KW#U6?}ryQ
zZt&`ehRbFgHn!l>f}4gkz3`$7`o7Tc$lZ2){iZLPyu0tX3l6%k@8SoVJkr12_2U}6
z_`vQTT)yc8&z-ZuXWxA?wCmOrH`=T1b9eTs-F~kxU;U)-#5t|r+9z-QsZDQey5!#L
zr(JqV*N5NVVw)4%j=p&B-y7{UJ@uciAO8A}$KShko5kl={j}=LM^4%Bw<!-y*|G5L
zGe&%r+ivm}*H`J5^N&qGtykl*a|i8xX46^u)l*CE&8uEDr`CvbkIPxs<A=LOzSMF5
zrn?=zcg;mr#@=?o?{iL_TKCcCa@K!&*3vGiN3W^AUEN1J*WG>l$xY{PSM!DQ-g@cF
z<NEbHp~k@COB#0kZ`VCj+kMfd)yaJdyWP~_^=)=~dgKjT{c_jRuDjp5_r}|QTCaM)
zPYSj?ee>$CeA(usWe=Wr^VC|$9ozeY2j;#vZ*sj!=bZj-n<JN9-0bUP|F7Pb7j#cu
z+9h|J2UEi?xbp1rGjgYH*?L<2!7mLuZs^&qI&OY?uMv4?KXXspuiD)H^YJ5=U9!`q
z!#}G(^B?=HbJ65f=iD7TEtz=ve);>In0o)sGwLk9Zq~Cyt1bQM#m^TE{r$9o%icY(
zZS8j-`gP#`KkijhXK~{v>&!lHK>LYRwkxUr<mR(4ex~gU&;Hh8&XyD3eD>*<11~w{
zA3vV6c;9^=Z2SFvpM5=WNt-e2O+NC-Wsf{@&hUoY4ehbcQI}6HI_cG)3s3BO__<eX
z((1nRMvhO7-MQxAb}wJl<-5)9xOqv_dR3k&9C*`LHTIp;CjaGat2F(hYR+!UcDQ))
zI+Lqy-|EP3mR>pPx97e&Z{1r@z2T}Yulw<pZO{LC@;ciecmAFu>ps(?!#SJ%*lDY~
z*R6M4jaScZHmJ&k$r~(s?&MnQ9(2Vi`JL9?DyQz}=bZORjYjM4H2H)BH+cP=f8AQ`
zk#i164XWO%%97)1Ogj6d;+m7HFFbDj@i{fl-FM4P@}Ix7#`d3GxZBuE`fk7Y!mWB;
zT)4wA7q;2-q7FNZ>a_Jkb*Hz#=!*Q$H#_)(qdH93{^m{_=bznb--cIAoOXQCRwFy+
z-TK~vzc*U{-G)~;e7Q#Pd4u=q-*M#FUI*=b_ipc2J!I#5H$7#G8JB$Bq4nMy-8MCK
z(1L?5?tAu~`wqEv<Xb=V-T#sGKdAc6rM23=blYiThrBiA%Pv0-`>|Q!JD0yT_sf<)
zZoFZw_ET&0{QT3?AARxho{g?Q{M7^Y+w0B^yIp+3)RNxY_HLNF@cLU0@3>q2?putz
z^wH-}@74an>F@RHm-pD#!>bLi`|UkD&)>Ax1#>5N{;cUI$NcpC$hilf{OjYXxsP}J
zX#bC@4A^wyg)hy0;`@h&ww|=^UR7>6`;Dpfr`$5-v`?yk-)+%?k{?UXEqS@*i;|B^
z-YWUOk|`xWm3&ijUP(d8uK(EL+`_guezJFs?fdPtS?zmk%&Kwbh@GFWdF3^YI={Qa
zlbgOUYO5Cy{%qK1{Xc8;{RXXDKV9SLEuOB^`kJ%;dFIYbsx2P=W1ZBGZMN*RVg7~<
zH+*KpQ5#m@^299%<hMG0(eu-$HF~b^v@c(~e)7<>AH3}QE#_`H_q2xjqt_X|dAHi#
z_UP8KTfsXy@9f)Woren_-sIu>LuwAm8&YRT{e|0XaLzvGP8reQ?BbpN)$)}?uf1!x
zi^msrZ_vH^%tkZMn0fllZD$^_>6jhc=I>DL%7;4L)p=s4)aat7M_k>n-JMsQHhSE&
ziPO9FD{S7m`L2%*daTuBL;79*-WTt8o`3KBZ|8sb-Yf49eBkmSx3=7|aD3tREo&Aw
zK6%3-yAAna$kr#XH{^>!W9Du1`R`Mwyiz=E^H;BVWyZ8-FFyL}?l1PATJO1|r_FwT
z$yL=~*x`k_FOGh-+jB#1JpQulE<Nmm>z=>ymEogOr;XTn%1$rLd-b}PPrKp%>jqwV
z?Ade9ZFByzM$2|z+Ole`s_oAibj}Owe6!BLYSYhMeC{F7y>M>5a~F(wZ{#H-wjbGL
z<dY-682Rgn-AC3L*>(Lkn;x^tm7AShXZmI*Y&LA?E}PBRY@<zD@Ag51J(@IZ)Muw_
z8_vvWzWo8UXKl7|ohF++yX(^Z+a3IT`(F2_I$ZqX_#LnN_ccWq6`l9_-J9Kh^*M)(
zKje;g>zr`YBX^dJ`0?bg&f4ngOK#Zj`u(2R@0Q)VbU*sqU4|cZ>fW_>y{o}LcRy_B
zUk(}5_Tx@_b$+JpS?$hg|6KR&y4|+Vr*j)Vxc|pD)@(6*_K)2T+CT5$2fKVfa?{S!
zkKDQ2S2w(UeDPMr7Y%;mhdP^g+<eG2C8=w=UsLVSBW4^oqvnj`Pb_M-=c7-bc=U-U
zeZBS9Cx1O}#+(x`JYmsE+q^UM-syLKb@%_>KdkEp<BG>$GhxP^Keg|1^qy^hyXxni
z>J7WO#?7bSe8kb6XCF6vm)V_LZ}N1Nr@Ng#cX7MLOBe6-(@PtT*l3*%ciHHex)*J|
z-d5e~zP@GWx+Ck}+-z~*@qM>B{*2U=MK_LmY<jKHH{RK|+Xn9(g-q>O(Bk3zhx3MP
zvhcu#>n$9%L9>ewx%kFw5C2!)SK7UDSNGq$Z#Hg^al=m9=)d)5&ThV8^TuRw@9$sS
zZ*IT)-@k4C_-|^xf9VGof4J|56AP<U-}Qp_wVKpxP_K8r`}h3xrfqJ1`Q|%szUHQP
zZd&l<6-Phz_`6T-_Qckyr?z<fnL(om|EuJ`gO5M;ms9Q^vh0hVUmx^&-nUOoA9BIG
zb(?J4<le)^wfOkM*-w2i{H>Q>op<3ISKoibz{eJR*Jt``A2$DG(f5n?Sv>o_=O;Bd
z?q8$Z%$)PWvmd9LP2TR-{NwW8+~vE&KWQ~(#KG-`)i2tzr0~oB4;(Y-pzrp(@R&{q
zP3w2}F<;*H=ER<<^?FX}IpmN!CvJ7hb|2;c-eJ+i8W&u6!-YR}x_sKyMo%_ccK5iq
z{{7{JUw(VvIz1-#uXo{<mrlQItIKCx)_T)D>mOg|uzHujIPkK8`yY2+{r8_9b?~U+
zo9=YgkE356{mf2J?bM=w@7Y^Cecx$Mz54S_-xTcp#m>hcoOjRF?@nm?=_8jsGOAw3
zJrDS%!>Q|io0{L{pZmYj<(3bM9~{^Gyz4i)^84Iwc@H;Q_}>AS&z|+rqK8i{-v8SN
z-+SkZ*RHO2-I9{~U;ntyZ@ItS{oA(xx%=~NUi<a`>Rvs(P1n5p3kNp4<*HQb*|(Rz
zz2v{u+tq5d%YjYqF1&EhEzcbE_?x#r@YscqHoBwl4_C~-?TZ)MT`*+hRO^TS)2Zu&
zCw@O_(^Rj{y`~Snr~e86J?O#Pt6x6h+L706bWPpsT5LOa&ufRw|M2@;=bpFu`J2z{
z`rR$l_I&V+t4{yn{hcrF_S!X@UNhyclkXaRK-a^bIBa(7+lSpb;fA~Rxc~I~8a~-)
z(#$6wd+LDOCrlV~|1-B%opHr`-~Bv(!TU>x+&S;aH(t4=&5UVpU4L5DqdHCc?%T1;
zrhJ<ESM%$hyrJohuOGX`vuDh&`D>Q}1#eG!de}1!#urbTG47O4?)_=Tgp>A|HQ}hk
z9zW)th97l5>%1i$+wS>b>v3m3y~7>7zwh(vYfrrX=IhfZ?0$5U0mD8%{q1kwUGn8)
zuYEK8v{x5=^yEn;6X%Zk`02;C{btO#Uz#nL*y_O4n;(svIs8AjeelArm%m%T*)J!g
zeth)jlYTn3?wj@c)^EDy{4@G3Ui5mMaXW2%{`?EpJAd~1x3vE0%srOw_T~HY7fzeE
z!492w*tN;2m-gCs$gvMi+HKppb;q62V9C8FA9d#MQ%8K&VZlk)&1%wc=g|x1y!h-9
zH@|#CpPL$w+2p2sZaj2M|KTSseQepyZ#;F+FL?_N`{JQC51du_^Fd$F{ZH5PQ@5Nx
zul2mUw)kv|nQi8!K3#h7!b5*LY1Y`epS^eRyKlcd@uLMF%{eL6cj@C#&3~}f!&gnZ
z=-Azl9(~MHKfm+Eyf06Gck$`_?S0hbsS~SgeeK;>)ULAEtSXbgtXAcT`c=lhasPY$
z+OK<7uN@Ao-s`juRfk>v^0@=w-D|(*Gq<^5YU|0@y}eJJexu(0ap>Zfsq@=T-Qv!z
zzc}&Qjx)O-{Lf#j_Gt54!DWZt^zcy&p7`g`YlqERbkI6O+m5Y$dv50uJHEW#)CRBb
z{9J?SJ56b_`;I&8xa;;iHEeQQ&J&#vIOw3x`y6rfK0Rja{n~!ByS&iloughk>cgX6
z>M*NQ*TateaPJuhKG*5_>*tJk?drZy4)}S>86SN1MDhKH-gwG=ucfy8u;i&h!@E{5
z*tgkEosU1}pIaQZM~g@H{Op_`UL3l~q$AFF{LCrMU-_-`z)cqZbHh*8FS_fB^Ey5E
zdF{&%{5W@$dyjg&<A`DZ9==(#J^G(?(0+%`pZ@sUi=H3x`-?aI`=ig-{jkf#S$95i
z*E8=`J@w@~2EKnv)45XyTsi)};d}h@+0UcCXf$u@c~5+P!TheNmIoew;PCJIeA?-)
z&w9?>;fE<R8*F#SQ<rzY`sm&3xBB^uMW3zzd*^Sv<zMsUUG?r==Zzf?S#ZzJ6Yjh3
zsUuU*_WXSQQ$yNp{Z->Z$6Wnn(VL&2((>mn2Q2*l+Nm=y8`pZ);t9V@Z2kCKGtPSO
z_TT%QKJVJb-}Lx*k9TGtHgMLQmZ!E@@bP0~CjZub<IPS_{om>Hw*C05lJQOMoC8+P
zZ8`L-lc(0XYrF4zzWUvVcRl^a*0=og(j6xasz2k5=?e#+(r^Bu^A`QzsGDZ>*lG61
zUmh^(xkDdoy0GZyA3nV5w67NIFt1VlM)iB|^`F;{Jz~+1Q@;D}Jq>=C_;&q=Ub(#c
zJE;@zzkk_DORstB;p?{_ztLs&e%W+RhwHl5XmCU7?N@Sh3&!Wap4+<jSyO+w=%<ao
zTKCrtKHT)TtzW7+Z|hlIzil?A!N*O`xMk5@)jC$IK61bY$8LVl7O&O0c(aMuTyf=&
zot_!}^_3GwPrv4lm*1cE%C5P)obf@^TZbNTPluNKj~x5;zx#}zFn+u7o!>rc*5bQc
z-}}z(AC5olo?8Z9(eKNFMg7P3d%pKY`Ddn1`gz*#=k9Y`@uX|UJ^JKEcfEGeH@iO7
z<L94hjlArh1Gam;apR5?x(s;!+oFvpz4Xw$;rAc3;Fw$LK6B}fT^HB;;GtP<cF$>i
zMVIw!{7~!EjZUul=*AD<_Q8lA9lz|bONaIMeR$v<m$#iVe(G75|F+4q*Iu~)_6;r`
z@Xp8I-mvK{N8U8^vEF;!eAacxoqxuisgDQzHhyyJ>F@vcOZNr;own8VCD*?3*s;H!
z-L379&n+3b(LTS_db;JLV_xkxw)@vZn~v?*_196o?|bRDUHf$Xz15WNJD+*v{V#vN
z;T?NC*k@q>om<U2z3yH&?{M>BCzL!<d-#K&9NfO!FaLRK*IRlFy6>aIiYJ_K?8E^J
zCvEcfm^ZIHtKjw_r_CDE<NevgQv(+~HF|i9Wgjmcv*edw+PpXC#$~w+4mx1Y$4keb
zbIEh{E+0MS#ajLAT{i57?{@p?*D+VNZ?en2Hy-oxR>PNm{lY(n?tjB(!)|YSN1Oi5
z>J$$D;hPJ7IdRB6^*?B{^rl%ybXt7I(pPTWXF`J;2Yxl@#<N}>|J{9i-2b1Y^Ov?>
z)~C@9KQ{bv-~DzvwaM$%QcXr4d+SqOrZwE-orP~*o_AB9OM1QCt7G124;4Ll<ml@=
zFZukuezoSmI)CGqgIm7#MC}RPzwNv2L1T`eH0+GUXVhQxO10gpJyWxLjU#HFx!GR3
zjom$emnYlr*J=FGA9X$B(6NUceCR`m?Q-~uhc3S2lJWapF#h8Cj~sRWq{n|R82S7D
zQ*V4`mzj-zZB(#J>a@FGyu0SOTK5*;yX&~FeK+g-^$BOaxy!8o$K9EL$yQZ|S}{UE
z6oSzZ#n6gl)O)+Dy1Tj<M371G;Q&s6kRAcSdu37-WCu_&291hhaEuyJL2(2W5Y#wC
zC89VJl}SMm!~x_X4)6chKBtDR?&|KkReitj(cJDjb<Wwt+G}2Wt$pEDhkUpG(O>@O
zJ^O!bw`;y}uk|na@*Ai2s9b!+cGHiTxoZ8}k2vQ=<I{)CU3ag`cRK%|FCX}g126x?
zhd+Mjg*SZs#G?-V*|oRs^V02Jy5lXk-t>qYfBVfl-*?dKE;)O%Pkr^Zhh6ZzOE3Dw
zR;OM0@!S99e<n}<`pJ(!Xx%;O?>7Cvn?7x`HP5>Ev<KXGvsZoSRa3j4{$ICz_~z@*
z|C?jp^uzyt-m`x2zI`ux^jA;#(u=;j`In}zziFG-Y_rpu4>|Mk7e45yEBAToey`u>
zepi3u<sUrk;$N=0Y0D2j{ewUG<_pe0@zPJ$ZomIe|L#o>e9t@HebL&>4^Lk{<>FIs
zJnf<_HhbMy9`MSYPkr23Yku>@T~4^;r9b-mNP6`Rr#xuy{eHabXAk`FNjrY#+*_Z1
z=>5-m?nP@pd)X(h`&0ew-(C0mJOA!UFMRg;tB?QeMQ2~~s83#S&)cuP^NtIDaNC6s
zd-1!T_QJz1nO%SArAMB${%3!_@Q^Q@{-;;ov)RGh@4MwG*WGpHPtUmY#LW-+muDPx
z_DA0Hm2aMN>1NxXd*kB{-SVu_^qG&Ib=8f3dEOh|@caEfpFVt_m&~la*Qa-W{jm?b
z*WHKR`;D*q+Sq>Ep15OWlWWht?=!#n;CsE`)=ge}!B4NbYqL$xtnBgRP5=1hO%LB>
z-)#@w>x=*X$-f#s^&f^e|Nho%_PGDiyIudL9rk(rZ@2l%Nyj|)We03}?%#~PW^S*C
zzW>Z`-}J5T3_tC6Uw+H<A)nvpitSI_^qzZv@D1Pi{4QVo-3{;m^}~*vNjv`I3m<dJ
z>2KU;+ee<e^}eq??~cFy!|7Wdxa9?B9DK&zPk-z=2b{D1ihsFc-zPloBY%D5ntwU%
zfIYwe$h$uE>QCM9qbpzX??*rV*k9f7=AYkk(|*@pcjFN^-T(Uc-*m~BZhzuGKX~FX
zzqrp1cr!Nno6Vl}+;4w%>QUD}X`3%@^PM*z_JQj^aKY@>XaB>GcCT;$nH_I>(5AHu
z(&L`{_y;}i_5<E~?!_NE;=KF4Xy_p~y#2)oo_@i99e)Rg-rjfKa>oO=+;YpCx7_TE
zx1X{09iRU9L#jvCE}#AO^p6f3J8GA?>hvZ5bkX%szUjZOd*pQ=xq0fBPdj?wW7pn!
z_+9V3^U?Qgd-qq4I{%J`{`N7OZhPNzo_*kHm%aM%*PQd3<6rZ@9e(_X^WOL1iw^wC
z0be@#b?FEH=fC&eZr|tr<fSjUXZLgWzWQD7dd1DR{r&jaXTG5RqgUMX<ZnLtr?39g
zSGRcG7Ej#jy<1(gX3Z1szouG$^z$Bm%(E|j_61+RY{v^Py!6jssDJB2M}PaWul@3A
z&)@gz@9pq|wLjVR*5}`{%`Yyz^vsvs{<A;r{kbDw`P=)vWBcv5z4-1kcHaH(cVT1M
z7iu4_&rZDmj<aq~Kl#pQ@3VdFmA4%H@jw3fPtSSzCyqMe?n}P&Z`E(y@4Tyzym{C4
z>)yHj<u|_PuWmZ@A%}ndq&IJN#ih6X)#<z4=NFq!U%S&44}9z+em}g!OSV2@_jkYl
zUQc_-UU#4Up@03*4~E}x(VmBW;ixONxT1R7SMHel?8hJe!@2G5ebebje&tiw?(mzf
ze(|$kZ1IZ+Z+_XUcG}~<Q=9LS-u|SsPCoSuufOg|@85iSr!&`l=l<J%`KQxIPyPLA
zN8hsJ&BHG^<&STC;zRa&_eZz8_dD-+=SL5I_>Z^y@ylL*;qSiwoBe+M)?e@R*WcRw
zxXpjHP36H~*?iZ(ecXfZzxDoGAM~Kx-}<39p7GYonK!=m&rdk^(BFUh;EON)w^P6Q
z=p*)A^Qcp=I`_AadFxZZ_rVw4^}UZB`Ofb>;XCQ-^B(rW8{U89`yTWDE8lnd;loou
zT=(6>Px|(Me(lp=zV+glpT6fsKY!(UC;#$;;~zWfuv;H|>+`m|`JEH*eAEj+eei8R
zKJ~{hJK-%aKjhAb{N|9~J?KYA-S)PR|NKAGp+mbrYpd5i;QafY{eUz7<29!rddBnL
z@X6P%`RR@iJ@26x?Qq!+e{<%{I}ZNji+9}f@pnG?>MQp9)E!r+Ezh~)wo4AX_T^Vy
ze&vogt$X+E$+zG8rc;0O#XFv|$?5AKeEM4|4}0+wx7u;P^FMR!F?)aD4>w<V*qZM@
z^7}WBU;E7myldBEAAZ}LZ=bz$?wqr}cHY}QcKc<M*L>mlW8Zh)`8)mU4Zqsuq$_`Y
z+Qp||@`sZ)yJP!*-Rct$xaPzge}B>~dwzZ23qP^%4d*}byfZJ@|B&hxpGv#j{`>#=
z(MdCR-*Mb^KYQD+_q=ochi-r6H-3KJdv|@#$ye_BkZb?xNoT!ulYPE$@R{{rzv{Ce
z*k$-_$35(f&;M!dsn7qfqn`Po${Fw5`|K~i>zY@e^OT+5`;7nCb^0SCW6$4Y`~mlD
zanlwryJVM>U;BpL?>g<7Pyg;C_WSnsv%@pn&OUv1o2gqS_nUju<k>U3?6$=t_dPRR
z{)wN=e(c(PetySwm7ksU^Xsnv!0BiI^K<?@d&+YjK6J+EhyKSOr?$BM72ACC&F_8o
zCI9(vUqASiqwl(OlW#nFcF(Oo@UE{v=O15r?&EK{>LG``ea{0=+wrK24|&CN{_vhH
z?>yu8552tdoRM!--}CYBUht0>{`sh19{#d#p7Mo}t8TvRU(Y!5-T%AOR!3g>iuI>%
z^}V~!f6tfFS-bps|5G0QmRtVmxP6}aizlAD#|ba}(ot`D@p02zo_OnppZU#SedkNR
z``W?(`_gskJ-2Lr*N0#6ivP3e%Wgd730J)P)3;uE&!xw%x$*p)F8S5R>K{MpTOauK
zA0K}G<SlR7=~18jz}<WA`qmS-yX099Kl*)Jzxz+SeelF9e{sMMzWd4Vf8e{%c+c_m
zAAJ9@N5A*l>z{q*H9z0!f6{NCxY<EBeXRb%UDIhl{D-T){nMx3vc+ZJJL#dve)Tu&
z?*81@?zw8K4}I=?TRr9vC;Z`EoBn>wLr(tVD_%SCk^lSMyI=6*-`!`2<JYcx{R2Mt
z&VM-QgbQ{&<<hS_<NBXod(P*-``bHCKl>9uI(_{?*F5L4YifV@r!V~K{kJ~mj~{&A
z?>>6J`g=Zi`9A6HKVI<Skz>Dh$3uU0&|T@SJGS3(*9V_<<ws8V*f!65#}6L6>))qC
z4!rAq|C3I7?dvMH-FEM-H=X|XleatQ(7!z5-uJrfumAaiFW!0QTfctiofmv(_=nrx
z_u9Fiee5r<JpAjQ{>$0>{r0MFeg4&ZUVTG4_%HW<@=0Iba^dh-Yar5qQ!*qy$nf=8
z867S|uw&&Gs@;z`?$~F(?W<eg`~H23VULzU(v^mD(n9<F+T!QSj_33g&Pn}?=kyfL
zN&SoG^c2oX{fp=H6wXQgi|6zd&Pn}?=kyfLN&SoG^c2oX{fp=H6wXQgi|6zd&Pn}?
z=kyfLN&SoG^c2oX{fp=H6wXQgi|6zd&Pn}?=kyfLN&SoG^c2oX{fp=H6wXQgi|6zd
z&Pn}?=kyfLN&SoG^c2oX{fp=H6wXQgi|6zd&Pn}?=kyfLN&SoG^c2oX{fp=H6wXQg
zi|6zd&Pn}?=kyfLN&SoG^c2oX{fp=H6wXQgi|6zd&Pn}?=kyfLN&SoG^c2oX{fp=H
z6wXQgi|6zd&Pn}?=kyfLN&SoG^c2oX{fp=H6wXQgi|6zd&Pn}?=kyfLN&SoG^c2oX
z{fp=H6wXQgi|6zd&Pn}?=kyfLN&SoG^c2oX{fp=H6wXQgi|6zd&Pn}?=kyfLN&SoG
z^c2oX{fp=H6wXQgi|6zd&PhGTb0V>&OiL;fh*loX*<%Iih-33p>c$3;QWrs^B1@|^
zhiWY6%eCcDMLekl!TSCsQT>0BLlvvF5Fm4wVLKpuO-6glVyUhFALR`O=9O4hAX(p2
z#ZvcNv7Ta!D+w*8?zv(;#THi*T3jMmtf$!GN<xdNd#+edvBi~y7E||Jv7Ta!D+w*8
z?zv(;#THi*T1?$@#d?Y@t|YXWy61}Z6kA+LXfbuq73(RsxRTIf>YgjsQ*3c1p~cia
zSFESl;z~k`se7(iPqD?7gceixT(O>Fiz^8&rtZ07J;fGR5?V~%bH#d!Ev_WAn7ZeR
z^%PrNNoX;3&lT$_wz!heV(OkN)>CY8C85RCJy)!!*y2h;i>Z6ASWmIVm4p^k_gt}_
zVv8#YEvD|dVm-wcR}xxG-E+lyiY=}rw3xc*iuDv*TuEp#b<Y*+DYm$h&|>PIE7ntN
zaV4R})IC?Mr`Y03LW`+;u2@g8#g&8>Q}<l4o??qD2`#4Xxne!V7FQBlOx<(EdWtQs
zB(#{i=Zf_dTU<$KF?G)s>nXOllF(x6o-5W<Y;h%_#ne4ltf$!GN<xdNd#+edvBi~y
z7E||Jv7Ta!D+w*8?zv(;#THi*T1?$@#d?Y@t|YXWy61}Z6kA+LXfbuq73(RsxRTIf
z>YgjsQ*3c1p+(|=-EzfxiY=}rw3xc*iuDv*TuEp#b<Y*+DYm$h&|>PIE7ntNaV4R}
z)IC?Mr`Y03LW`+;u2@g8#g&8>Q}<l4o??qD2`wfHkvA(Dj<wd&8&t@nE#i?n%Hs_@
z<k1%KNFC+z1|ITgtB#jC%Hs_@<k1%KNFC+z1|ITgi+H4t@^}Led9+15Qb&2bfrmWW
zA|9!uJl?=V9&Hhi)KMO9;31E;h)3!uk2mm;M_a@rb(F^&c*vtI;*mPa;|)CI(H8MY
z9p&)`9`b05c%+W<cmof4v_(8pM|r$~hdkOM9;u@|-oQg1Z4r;uQ66vLA&<6*N9rh#
zH}H^0Tf`%El*b!*$fGUdkvhub4Ls!07V$_O<?#j{@@R{Aq>l1<0}pw$MLbeRdAxy#
zJlZ239p&)`9`b05c%+W<cmof4v_(8pM|r$~hdkOM9;u@|-oQg1Z4r;uQ66vLA&<6*
zN9rh#H}H^0Tf`%El*b!*$fGUdkvhub4Ls!07V$_O<?#j{@@R{Aq>l1<0}pw$MLbeR
zdAxy#JlY~2siQpJz(XEw5s%bS9&g|wkG6<M>L`yl@Q_Da#3OZ-#~XOaqb=f*I?Ce>
zJmk?9@kkxz@dh69Xp4BHj`DZ|4|%jjJW@w_yn%;2+9DpQqdeZgLmq7rkJM2fZ{Q)1
zwulGC=;xKk8+gd0E#i?n%Hs_@<k1%KNFC+z1|ITgi+H4t@^}Led9+15Qb&2bfrmWW
zA|9!uJl?=V9&HhiH0E(yWtPWYoN&q!TjS;VYkQt>+}<2h%3(kw6Sd+%p|y>3&^RnT
zpVQWU#?V+<aIZYZk|Q*ShH7<wwVrM`7NzS_ad>GysB7<I)*tVYsQVACJ>Zzhb;rJB
z@|f9m(;mC^6u!#maK(8<?LCe=w4CzO+QYcR%U?GSSe*AMaVBN^xW+Bkm*1+4jI7~2
z=y7H=#A(!PCMHHIoR&LO8L6!quMbx_4r_?}Yd9}_gmcZ>rZ;ZVSP9qXHBWtvBU76Z
zr$l?r=i(^X-S&+GYbTF8V*R@3R)%)wtnFFO8|GkHPDY;PeDoO)Am*fGPYJGj7BQd3
zMr*ZdwKi56tB+1{g8C%ql~;LhmP6Ay(z!Yo-`6<WzCP|5)8m|EJ<9pTX?ARq7dX1M
zRv)W#_A~1|KI#Kpk8>EaXMuAVH(l_LpBm?J&y7x1C+K_<*i;$9Y;AI!W4p(O8OAI_
z;5=OZ@`s;E4h*MthBG==_b6>n$^~%t=TYv72FJ$hqxIStXP!?pZjR8c4UbNZ(M@f{
z6QRea#yR?!7pvnH=5NO}I-VMx;+$;$<6LrDi|@xckGwv{<tT%&Th1u2F+t91=54xV
zI*f%ObHaS|n&_I*Mz_w3LDV>De2Uroz%<u$HC|w-bq<0Td~;P#BA+e>!jg>7#c}0=
zV3MQT$7_?!njvt_jD2>TAy?~hUkC_U{xTHiKVFR7bJeFg>z=<1heN2xCRqyBm9=76
z{;lzyOT@j28ix>az%Xmb;lnj>gVuo(I1)?75zw?&FV1TR7Z~&;Frkm!pZ)MeTCBry
zI+_Obp1(d3=c0r9u3a=dTXZ<Vk^m@X!T^}{aB+V+mdpd(8|Swd9dmvkkN^o;;L+M}
z;=vi0Z)}tq)S2ld$BlEYHlP!<tbdhNry)+753mJD3#8=PK;GE^HO~Y33D0R~pmglX
z^f6GetAJ2$hr!YgsFxhIFVGZN4tY5PMp$tT9U*HfsOAcgb1eh{8NqfsVqngQfkG{L
zX0a4CCN|0SXiQ`--{($Dq#QsR8}SQA>d5Eg03Bqy=e%(t!+npauYg>m(ls3x0~((c
zVqRx@XIbJJ2xeTVfCG7eyvN(qV;oXlO<-lv_hd#UMoa_DkoSXr$3dG)fus|`IHmxp
z9r=9?NZ2vUAa+ClkPqk}(sG7;EG+|JpyS|1!B+|#ajC}>NH*t4VHhBhkdWT1RR#bR
zG&mLCvxZ<l6g^GjGeCk4qz0}byTEGC;GV6*lwzhV&5~ru`Uf2r4Fol?M$CYj+2OED
zBbf;qSur;Oc??)2n((@yZ`caUS%*t1H9RU_t~pbglj#6#u7Df=Icc7l9IYpiaG^uo
zX#oD_9k@F`vRRtt9QrsP-sa(eb+6&<@z-<Xd4h(K4zcDuF&E3quxgpj%PXg9qaylP
z9Xd-hpe<*VvzDVAXkUfnfg13YSrG~XsX&+`Qbq_2US!mw;0*7`W<?Z*jW{DipOY0M
zh=3bV1M6$`>R3UBu=CM65DnJF5Jqbw36x>DkdZT)06@dzlU3#ly^h0Jr$ips+_h#9
zED6ZQ3Qx1r0Fyxl^&o)2g<!ql52A>H7gROL;vlG4m}w>`84kBd!K4^OOfriK^Q?op
zvdRiW5e_q;2V}w;^M7>&!BotsHV!V#Kr7P>&{YLH0RE_wf;q>+RYzHhSQ_YnWvh)a
zs2PUlBb*68I#L@;u2!rqr_zs(fc9L2DCiu)QWd`=2o+F8`ezQXUKtWU@<WCZAa#B-
zEDORcIK#wf2K5LqY)8GBcph8<<h5E-C``b;CO{n5rh?F&lJZBZl{p{)N-%`U>S$%o
z?xoLQK(hrXM_7ztwFnzPE<QN$;H0u#S+C?h2?UXxKuj8$2K8bok{qi5VZphAam+$!
zRR*O@aE>j=Bu>bH##thoksAUn28M*^E#-;oi#UVc0M5W!#RVxngc`U4c~^ONX59HZ
zdmez7i)?f#=PDa=wOlnD1lbfuJ}3RNOsZz^2q=IBf|Ob3+A!Epdx&osknKon;0mqA
zb1-85GBB7N_+LmZU!a5FfC!Di=Fs(kd|vw+XOzo$3Wy<itMmY67ack<mmtKeO9D$C
z7340jvSS1V1}+O-F#xCuvK?doJk@d|M#{{P2jBym4nWSJRcV|8WDSTR9dpBg7D}0f
zHz2m1Y4QFHoy<YEsB^G}5ztK))^(u8yd(+C=8H_{jJyy=1;}dETAl%r$@EW$ECE+A
zr%CvRAcxH2Z!D1mWH78PJb`ZVbCBYkbjDDM0WlEHY#vXpwZcU8P$Z#);Qe5;(hJ;I
zeou-_+?_xSXKW6|f)3`yey~F>$ny-8YnMP=2#wMigBvk(^o)R@69^ng^a+{JuyS5b
z$OF!Z5rg$2op>P|v18^gkLO-xYHT<lAx6khAOt=soLa=OR1)M_lbt(JxMnMdOz{Gb
zG&mr999B|gCW1Qbff^{NSW$5fwyXl-QbCvu9>!Gx17J&Xym7Q!SgZq5!DuXLskj8)
z!(oHUX3&4(XjxG}i&gLda%hs7E9VPd9x9ph)(!~Eg-#Gz>IrlT3{WrO0?<UW<3KV7
zz|w%^3L#iHjmUVE30M;2slka_$%h9ZI~Yu8F2%?vGslwdMMlU_1*1a;Y`%vKlsSov
znrU$RHsr+87-jzS!~<X_>=^n~iq|q{lcUdgALW?)3}z&-7}3jM#eVRjY&gi34!E8H
zBK!q*lCSO6MyJ6cARsxz`9Myfh>?T+$GWLFfc~r<mMm5z2e1oTrie6$xw85|1X%|&
zWNiY({z92xhS<lvUkluT7qSqeN;d{y5dyFs=bx1vv<-%>jR|#C(KnI}_yZ`5HKLom
zHgy^Rm%##uQ9-R>h&+j$RHB1=Hanx5<!6PCdI0l;lE8d4T<_!`M=b&|6m?DJ1~iy|
z<AL(Q&cDot!NvE*VEtSjMzcY_0|$j^zQ2st+S^zD_vHtD07V2s#Na4fWWJ5IQPYFd
zs;+|%@jWnW%wGosYYtXpmzA%9`HcnupS&GEL(Bcpaf`;FNL4I}t%L?N-hd15PeM8E
z_gnSf=wN;WSqILer2)7OWW?WMSS@QD7LxaoC5`)_R5<}OXxKIUgLfMDt7*6d2CK--
zwC(s|mbr^+z0m*-BLiTu!Lo~HgF=eW;8!SRa<<}q*mc<wI1<)015nK8pGuN`8$UCG
zkd;(l&jWzRl?~AEj3DfKAN{Y}eU>hZ-?G<Oe|3L-Jh+Ku#SJA>te%3h(Q_dcXkA7G
z17UrkV;j;X<6kW#nQKXg60TAc69obf#e{2lJ{l3<I%SR7Y2*)lT=jVV58jL>o!VhR
zzZxJ8q%crmsrBHX^WSf~#*L#|-{316wGi%1HHAhFtJKMWdH_odR@pI}w&wbGw>$k~
zL<c#Q?6WzDQRo=f%0RMx7<T}u(*ZwOLVbhH=NJ3br2iIHJMUp|BP2h~jbaIucM&jj
zwAcVE*aHP?#!^EJ#9%bov<?~roIiiWbjdPcyBLc8sB9FzA$T|IUk;)97tOd_Q_wRk
zB;`E=)_pe}dIGc17}aCK5HRiFn5j~Bw?Lyd-)qB5wOb5*{`{LW+MrKB1F~%8^{vxm
z<|Q@Z|3tA+0YPM<?P&k&j0KG}JVJFs0Y!;aB@2;>M<`S$#51d@Gid@%NG%y9Rn4fO
z0m&-ypdyq&*5H0>8f`!G=HD{1)ft%f-@+qnA7|IA;AD$3GQBC9TG$5wBrGQQtUh8O
zL;OX82v*8pZp=1WrusUn5<DA&Sz{8Ahw8-N65HjTu;i67FjPD+04l)#gH?o^EyzLN
zJ%cHwpyo2)<He-Ia5yr+(*Kvub)|s==Whe4R=}d?t$$ZAXT$;FN{F>TjiEY>O{8Sg
z@S6yegkkH7iYM{F6oMK5DKcl8Z{dHMAK`o{n$x-$1}dGcxauoRKWv_+9;ingV@~fL
zYpm2;NSGlR+uCYeb(=pHUh^fTp`44QXuOQpi~9vk!0&^Y4#NZur|pS&x;b3l4OSdn
zmiC!HelH#hO)fNfJeFLCjK)#ea8Id*V2+1xlSX{25>Jhx$7@z)URhWYp=9DU=i3@w
z1B(f0MjUAr8(Mvt_mSJq9}`jKh);l*-;=&JKFed(_;$+QH5saw%LoFR=i%xOP3bq|
zjB9GOn4DY_dSa;PgP^Pf#(3cx^D667gsFJGGR5`SDDq#|nY_-IdD6MjA)1~KV2t3k
zWq_<cjX|<pGjO0L1jdCGgN8o98LsURlID5H6*;H0#5u*>^|rA{wx`*qzm)5wjKkoj
z!_Zav#WnI$O`Znv_HeDJC3598su-R-8>mdtfNB}Qq-iLSxrX+S32uaoxDXx>?@!Sl
zILfuS0-~}c&_CB{65bE60eLmVEiPk#sdtjd7r&=m9HJpKhz|qcI|BeggF$N3H3o=B
z48YMnixKy+oVj)aSPa}JJ}7+Ya8{&-Ry1h&Hi6ZwhEjvo(pid|(baNhvF3Ap9;u>I
zqhX?~XUA!*-Y7m02@Bx5Jj{`n=tQgl>lh<LXPIzQtHiRH=+$Gujcc)Gj3vPT&pi18
z+SM}U1=`_yjz1Z*=|&m>WaHtv9%IIM#d!;-mTqd^Wc3*!>%stCWgT_8Z-67b5z3%z
zEpLXWtAcCa;<>~FTCS=~kOR=b59sQ`mQlUI46Y$NNQn{Gpl+}Q+y`3#Hl)QhVwh`}
z02SNt3oU>>JTU>TgFS#;$0heQ-Ha)Qsy_ubiT@b*KmeN`)0km`Uc#DHGw1;BhGRl-
z@`Sb>J|RiK=P@_9uH)|p-FOQPnrl5<IP!TPRh{;ym@#+_#PBN8o>SAgJ2g6)#=%0?
zfiIW`58y~=mc9TjRbem=XwC*vJ&g;44YgrA<moXSix6N<*9t@m1g1bF&=t>!v0(<K
zQiAp<y2`rHi@^{ErL7CL;s5ak(XGll^MFXjB8ZQ6feuSUfqsB9JUGIG0qJA`zj4Zf
z-*gCmGeG>oj9W?ozj%LEkOO=jJQ5-c?08rN&_(=b77mm#LFGI!$LfvfdI5(8;T&89
zKd1xp7i$U9K@Ym-b+6#v)=LhRa06W8omvfN{V-SzkApsFj75+>RO>X+K;W3{WG!iG
z8a7vdiwHiSrGxkf1?gyq*MTw;5KDndVgtqt0HC6e8Dr}~9S{`F%SVt5nrRH*_>vAT
z9aDJPxt0%PHJ(?KU%=CJ7102|=RdGr-`s38$v1S1zQS6Lv%YLHfSu?e127E4U^@FF
zAVaT>_oKd`-vARJ%u35oxW*je8VG~J%pW|UNAVw=)-MrO4h~m3pmSy&aWIH_3jVF-
zYIJKHdmooFeG^`g09h0LBE}5rV3GWdYgjYb4SIPO{Rxsab_x_ha>!FZOQ0|OpA7|!
zg(bj`52W}FqA=bHSnRcs0DVxhF}`GLJg>7xr5ky`Amki$$dhiYh@B2_iwRJ2CO7~9
zV!3e2dzWQao-mkTx%j_9Kfr_~r|99q89GqzVfBF|&^j|=X@Jax*Qj4yd%rRTlJXtT
z3wmWF&}7K+2y`V^9Ox>rbha~cIfm|PpfeYPolA@!^hL8(vvJ!5@ZcW-c&>58$f@Z7
z=PM1&(kvDn5RprW>&E}_46;Z%1^C1@B1?Uk`(s=g*p}r;2Rh;L5b`svi=KtU|5<3j
z0FYe?0A-RH!-7~#X^IA*Ru~XWhM@{-$a9$S<0}y8TpNgWSBUBg64MUh{60?{ouyF%
z!Vz3*o`Pj@AA*EMqyNLxm<1o19RXKp0iQRL&ajaZ8|zihz?_&7O#&5FR-_yRPjiYc
zu$wpOkf9R!gF5tjdtdiBBAVxo7S)9mj2bcqd)QS{Nvt3|j|eqg;T#UZGQ%9;dZ<v)
zFzYnKih)o-MFd3WQ2}9jq;Z22_=jLRdPC)jvk@C6Jj24WY@h)Va8}2O;&uUZjG4i_
z;EJQff9VvW;Sx0A0TE>uID6au9O4DQ=LHZF&<f;P?y*!dVaQVNxdNK8a&6!RwhdCj
zM|d7d0#5~bS$<Yxe3tLQCyZTY;r=7Q26@5hfGO55fP~z*Ifq2y2@p-41$bgoz*LzR
z`&@uZ9p50EjX*TStc(WgKxt8|fE%oLWh#USq!*zYz3Ft!Z}lQ332U0v|E>9jmP%i+
zP3AC8m`o`T8)eOCR4&e3m1)iqZ$^k52E*)O+G;tFZiH~e8d^agVxF?(2<D;%8KA~S
z<r*Af8AMIuzv8m4Q*Ctg8_0MVxVUd2^jdcZ_&C=}GA)020}vow1!yNBIODotEP!?2
zl#(NJeFrp6H&dXRo3h;2rGt~OgA2)&i5MncgjN+za8Fkf4OK#AAz;DI4b+h{09chr
z#Wtj*j?X4Cg%{oOFmP}?f?<VVVqCfz%SD!g7&fgN{ge-~vkZodq#XnQwA;{Dczsr#
z5Nd|~p{YshI*JU(8?R$ocv4Yo#GCdR5a`MpgXpl(8oUwVDjmQf5j)@;RzHGWJph5^
z70XJ51mf0arcd`j5$6I#P%*92Da_GLHSj7%&)@^;9SVrV%WfdzA&?K%EJw%rO43sM
zWhe}cC?7MFKZ<;yD1t|B$IJW$ypXPuQTCsqJVH8Pyi9~<ly}HA9@5Ru4gdx=>|FR}
zlJ^xITr)on2st^6!ZqtLHi;~7I}fBwH#`$!3l)@Wqly|XBDc(j&%lEDv(Ao?rr6m4
zBSLR=1~5m%Yw`pfQ?MPK(~w%QXBw0gK-{2eAf(0vmy<$R3kJoisGO)n0Z(A7A}jLY
z0|bgNDRh8p75rCwbKegr!MaLx!|*Nf9Fhcx-~y~Apu=E?5eq6$;Sqzo!ZpDF_E0cT
zbP#x<a&(Hxu=@*m(I(iA*IVpS)*_@(`H8Z5W1RROtEtuk?_=D;k+lVgA{J(X&8Wvg
zUT#2OidZmnYI<-B-lHo&sj7}^FNGUQ6CU;q{)m{4kN1M9IXx6S-h(7*FF8*>$zW-6
zE<lGAbIvpcD3Pl2H6(kWAM6#Zgy(aga0D_9sL~Zi3w)Eo06RpEc)(Z~G7J@VjNqCB
zt~s0yLs#Okpfl?KFeT_56BP7;UqRjSKlCBS4gZ6U!_Q!-bO9g%ttjN{Fc^Xf3{szl
zJVHH4bfsnB$D)LA=X=_L?*jzx!$E*H@K9|{GXR*4l8j$j1|tSj-J8lFKsD4#7z&b$
z;eddFLOAGn28T3EPfC|BGI04B@CJ>+02hw?%u?FdzyX2fEG!x78?CGGz%TXxVcGEo
zQElcmj9LJn<{DNCT%;9L2^yFQqQL+M1)&eRb*ql7M>hmY82k<GmNk>mX84wCTSUNV
z#;edmaJ=nC2B^$wf&ai*UxhwjlqANBw#z#4C^OJ~q8$kLg4uvz!Rus8NKF<&e+FU_
z)MedyPl9ES5OY%-K;@9tz*C?)hAaUiYos9BR{tdaLjZxUQMXvHDnr521BiS_cj()i
zK7Iy`buhyh_y<ABh_MJ68yx^-bQ#o9t`RP1+0YMoBpuK&M8_jw{;2w)AY(l8aO^+1
znW9149>YTB1Bl%fq6=L`TW5lvZ&^r?s;VQ;h%s~AN6<1T^&n=7jzB<**=uB=3!!)c
z37E6?74ikVk=X$&m>Wo+RI2$(S&nTlyZ{^BVUEah*{cSKVMz!J#hly_-!H(O0SYoc
zSyOgCYV)W?+KI}D%*#zV_|uTEH3osWmW9DRfuZ~r{|BSW!-9T=iOLlXX<*2|FhA9M
zSS@WIpN3llWLO?-Ln9-sde9V*s#Za)Dz9?X;c+bl9Xe8^ZMt(7GK6Qiq>w!JA77xC
zitDT_^8~2Q9#RU!OA8n%f@-cj0|XP~+(<OBgl~`;XoGA!1gs*9uymI*ifwJ8GRF|u
zw!~ee0#6Ks8z?=z1L1@JDo}85lnhpqwG)ki>l6S48JU+v$r8bw9Jfe3Cz`TsUc*qi
zM!3?fIuLZkaP=bqxtiJ@yud*KJEO<3!I8G1Ghi`+{SVrM2(AXG3Tkn!`w)TSLNH5_
zPX$C>R=MWtY5ifvxOl8G%c4&&Z_`uKyXUR*c^M8|Qukd@26%`4i%v@0N+-|?<`dgv
zV6+Ut4gwV!5a^RPl`1YA2p9}Yir5bWMj=z@0r?s`qP%9^V<%lqOd6vPAR=YxjKcoS
zkqwzf*>SlG9+g3&VF0p<(uIunM>A@}ywAXSON){FP*DK^cqF2`gaFv0_DqKi5mALU
zO>cPzRniHlhZc6xcmWcUr~(4Wb3}@CX6#0-#$9jv`LW<#Du@r1fLG}ELL$;MzO85v
zU!sr-my3)CR>w>n2x!F>Ge`&oTu=y7)&$_;;|FswFIg$q9)nRejE+#JnUyXU0~FCP
zp8+KU%ni>nv%EC!sMe`b>;Yxn4dub6<(n=vWRA`NB+Y*Sbg&M<$WWLGjq#VY@j-B)
z1eHR`?Gy92WMTg*Hya>DGB8jyM_{1!5PL__FWk(=EP)$}4S+M4f&M20l?X$><x6B&
zu$Mp{cmsY4mm&{HDnY)1@Ccjm;Rl08<!CG+Z7~$sub>9gSuX`Y@1w5szHC%6t))Qx
z*X?pTTXHmu=>=$XD8WSOxI{+SpFB~l=S86CfZ(*T4^XNvs6&r11Axx89b%hxrUDuc
zuTdsja3^pG{O1J_V4;}?7ekE7X)#UZd#ts{!>pDV2-D01apoW&14e6h`P%wJ|8D_p
ztXZs03y2nikUOPCO0;1i<mjVevE1D);0~R!qzpS!75FUQH?u;>fpZ`rx&{7k{-`{u
zaA_9nRE?cm2w5Bo%vP7V9&jT>?(ae&;ac!Z6a3cI>+15PckqaKtyBPXbOihi&3J7v
zN(9t(XUoQa;cY0K@G`kzRgTWsH6m$H3Fw0~tD{kK#22v^5Jx`mAn^snwa*(^Q2*t5
z5Ky%a*ES-|Yo3)FKvt)!p3M9;x4>|It17Ed(g5h=HK7*BO^+|5gLUf1B_jlF-?^)n
z%dip1Xp1OXT7b|xt~V4l?jxMb&<#2dt??F8m;uBDMeS5N!`0FB%j*rs7fugc17!_t
z>DU>o^Pm?3F_bOt>*Lc`9)URCN0;K-#bSl|RwY!Yl!mPnlxbsc(Y~~x(8B)#!{H<N
z15q+GuH{ZR8NgFF<*GL0dPZ;MKC|T-2%xlj9~Q%E$9?f#osw&&LHk^TSX>LSP(Xkp
z-a^GWM1idYN+SO-Kj{#jB3H0O*#*}KN^O3wb+RgMxi9*_FT%A<=l+P-8Yr3*?h*z~
z=uZVkjj@~>dIi_+hEfyKRjWU^o<It;UB93^=gwfn0j|M{z=0wN2|M9BIxy&{CIY#k
zN&p+VJAzCLKs8o3Jqi);Pa#x*Rlp9FLyY1YYf)*yfRc$6{Lc(j@pvE_00)4IG^!z~
z-`;EEWV1j6MnvPX2($-&=$io{`DqXz7w^sc0V5>Ac|S1mi2u&}dj4Zv(*crj=1C-i
z7Aca?++(k1mgF8sOq(n@dCberQ#F6{*+cX4EXO@YZ-HD;^FPf1ZKj2`WssKjKo274
za|3cgTXSsNb3xOSTFQ@(mzlFW@7$PZbCv_i1x<)sus*g_v$onag{GshQH}CG8V^Vf
zPAes$d9c?-Q{~^lTu|gcB&5MD@k=bA8ieUS$koUN#s6feJa<dis7$Mx3z`D7G8W}D
z<^*gKRiZ`lK;ng}q>DL=*^vM41#yYEmzB+s^9XRgAyB8*r0uX|VRoTQW~H`07Zm>w
z9U{+~noehjx*K4s3{clvXh>*Pa>Qb<Xml97FDAkO;GSj2U2{R<e>z)WzWO;d48n0w
zgR7GZYW^RiMO~H+hQ_k0xuC=!S_WXGFO*7Fu474*V_^}=&GipsSh92oFkVq*L5YQC
zToTlF-!GL~Fe<L0sf;Vy&yX{aPa2cxaQbLjiqLW~5lf{pmV{oAl>Tr>=d(D|r(Dp`
z|3xll<fhQo&IKj@t)C}zIR3Vhp;Q4OX{!w^7nJ-@XRTsroM!>qCwZ#t$#6quhFz(2
zGG=}UBgU13F6cFiN&JoPRbAbN5Npm83*~|)d{)^?L3VG1Tu|&^RR@NkqlFJpA(|lH
z6|R!d;*DzzCKoidCW9&kaVdlDD3^4M5{B75&|FaBPxw9EZj}}BY#OazE@(0(4kQYv
zD7FyD0;>RV{9aRgz`3C2zw0OnV=_1xW>b@MY3<@B99%9a`(LH+oD9nRojoi#ay;dT
zc>u6llS)AhOfdB!Losm9{2XueoC^y7gJ*+uDBs{b4Qe#Q-?JGVnvvF;hKJ^s+g0HG
zh8Pr91;j8q@Q3!23!0GPg;xrN3$crL3q26-!uNPY=?DiDbg4g|@0Cu<eeU-q7Zm>+
zESFxjCNe7q<suEY6h>$`4nz-dWU~Sp?L77kssZT{z~AX+BMnjwR{zEl5pH&KLbqJd
z6k!lRu4hMN)1{`_>40>f%likI3rhTpwJvagKGB45sjglwDC^&zF0a3@!2$J+;<FiG
zE~xwu7Mnqjk-gfvpeegnb4Ejh5lPpoVk)N$5VFHVI*?q@RA8qb9q1dpa}NZ#CmG6^
z+12HDEJMDp#~UFjIr5jdhOq;&-(92Ou8~neu7slFzFTrI?}L18Pd5+G`yOguYE1^+
z2)UrlKkNNEnMx;tX>_<hG$00@3z}fLI$8jSO4X7-h-wBG&$W0o@PoP_J>-IR+yB4h
zU=|xL>Wj`t^?RK-@uTyy{4o+3N-z6g8cHW7LivDEPjC_8VwAM_7GtBluUl1?jQ^(P
zzJ9>sCw#s0Q#thuHtxf^jXF#k|1Q1`*J<+sw-)n2%l)ha#}f>I8T26+6#o}K$^64A
zmLr4?^?Wdd0q26k|HJR?5C}AvL*ei0<bvvdX|7=&MEH2Z@+s|m{oO2+yBqtQ3yS|c
z=BzcVXF`W#u^cUb@n$s1G<>6A7|>clqEWLod`qhJndKAzLWO`}V3(oW$tn$^uTn1P
z^64M%ZBRoeo7#|E&_@1eE6~l}#TLfoD(Rtd7u?We=5=3kL7{)7{=(U+?hz;k0Nd3G
z&kszepShsK|6nn0LQuY!-Q})2exq`ixPr-z4<x(SfJFBs(=P2UfBhRv&@rqf?lgFP
zgVndRVEji5G|0)g%qr)CcA5XG3@k;)BLPRnr7=pqoZ(by0n!oxZhNvjBkRZo1^;m|
zA&(sZvQF12?8(3Sa3M7|<fx2lnCOlVgT!kXS7=Tf#=xNeW-{nT$OY}P{%v4gcnL7U
zONg~Ujn2HhTu}2L`N_$kSh%R1tC|bC-1!eG7nJ&sV1Rtj*exh1phJ^0x(y{LjzdHn
z3r6J1`-`AEpF#(Y*sft(u2JK0*6~SRNz{~}j(egF-|LL*$OVo1cSv-*lGmHHhSP~p
zpg+F{oeS#zk47>m?p5?02oXNWTri{D0b;sfj^moUNmx~U0b&NMa9#3y19CyFe+31j
zXc<h?&U5yLR|OW}WjJn7P&r53aE*fEPDZbZ`?{r?_t~7r1_SlS*xaa2=LQ9@*{sAE
z7s~}D{?|+f-3Ym$;6H|d7Og3wtDg&+TwU?gePH-|8Hx!t#=OO3V9zxX?gF#>o(szU
zA6CCe24w&!UR<wUE-3U*htQgtUZR(YhpU(iYW>efGH7IVt!^%8WB-fcl#P%J3jage
zgJtf25z)AY|LU;;E`!enP3Cf%&*0`bm<~#p+>bpT?u+KLbP)eg6JbDjKMYa!Ef*C3
zKOJN{4o{VG8+N*SxuD5?+GR4R&h=H!1%>~|{zh3$?Ds^U0qkzL#=A23Tu}JGJ3QRg
zVUj552Qp%6Dte6ZVgn8|7Zm?5zF&4D;ea>qljuL1?ds)%CZic;GN_w`qZ$f3Usfp>
zG%0onvqdr}c)!}Yps6((bR*<~QvZQ{jYTpjn2%2fMzeakpvb>wGU!Ig1ttF*O|D1=
zg$EdbTFqS0)S3*s5pqG<|D^b1&Sa{feyw&cDE4178FVA$f|~!(NCw5KU+r8__P^lQ
zjS#9^VplyEl>A@hT#*dQ9<bHU1ttE`Oa|QuxuC?~jMWfrAj%3Khy*h>VVET1M(aW6
zg0lZv%{M25ZiHM=_+K*_bR*<~ivNvd(2bA_YW{a485IBDYUhHo{_JzW1~C~FpNDyg
ztC<T*{vkd*C;<I4;(gdYtC<T*{t3pvVN9a{tDg&+*nZha2Hgm`pzMEh2WU<P)d52|
zhP7C=Tu}FaB7OK}39{AC1!ez7GZ|FVYn5|BiT^f}LGv!S?C;0>H-GcVAaX(Rf9S|$
ziwH{iM#u%t=l>MRpy)zIHdZqil>Oh$%*Bn63rhYw9^N7u6oY%Ub3s#UGANse@c^!B
zE-3jI_<M?EP<X*==YnGY;dKS+Oa@&j(~-RZF~9-kg6jW;^SM7C^?UVmLCJr|?I#4n
z4YlgIpsv3mrP$eyB5K%$5Y(#Wf|CDAkOYq=VJCvHtDXx={TJtp^&4?7KC|sAtYKhb
z9w65~F{oTn>d!ZmLGu=L#6R8Yme(6R;9Sr|2dG}C9r}RFKpSpAqib9bIu|sxCWGP$
z#sLLKaMPJPpt<JPAag;{Kh6C_^~CwS5pqG@f6zz<-3Ym$jrg~l3890ff7BJ1oeSzA
zoSnI#aq?(Bcr>luYh=jW(2l3#ywmak&%O7r4VlErQ)~C$e`3f)&CWNP=Z&r<KXr&h
zOlMCxjz3R*@#JB%yO$rHQhs<UCx)h>=2@VTxmxy^4@8aZPx?GyXlK0gYzP^znFPE0
z{wBJ5a;O8^?U`N`lUTd^`eSBhkMSFmSH1u2*=bL8t(6ma3a7lzt~>77p`D*Jl(tyA
z$8JMAN0k)oW2k{)2^oQ;8W(<83ZhVX2DOaJEEV!p?0&DIQGV}#{M2zTf6467+P#jM
zosF3mNvr!z9((xETCF;YqD+p>P@8aadcp!hlf(7N;i<~VFpO;|&Tvh$>t>uX!)rY-
zbs4iSmY|q@d17s2_7mlCwZ-fwinD6hw$6TwwP`@Jugy&kSEkhM<|t}5QXiQbqdqR>
zf@+iXk>R<KJp0*oshoZ5F|h3^!mSy?vC0LCw4Z?+tL+_5-CYw&&23rD&F@<Co5{Zh
zNAg=6lHgoxO<e9W`WC_~Mqkc9mTRTMk2T$}(I-)FqCE1~yz6$<+hg`vX=kFOof4Z$
z>}%p%0|TYadWn7Q*w%?`p8vHBTHDPwOAKxh-qVj*cck>c+cTfOV<tMc4-mzG=&)q#
zbM-k2woKHi*+gQ0eWFq=(XPO{iE6q2&b&DNnS+`$-)KGkxn6M6wa<UX)Qd7dsh9kx
zc_4IsK~6eR;x<|I6Zr`~WC*6AN--}!l=tfS-Vnzs$58l?`{F}pYJA8m!iUDgc?E{5
zBjsD1JMB#PrhI**=z={b`Btiql<$v}?^nv#D&^Ca@|kLRt6GkuTD~<}-Wn}$jh45@
ziUC#7Yl{($6;0!REFX_^vmI@mjO~ZU({V_2d{fN2z*)a44&mlQULrn}vn^x--;{k6
zGJtQ2u~~nt7*e@3)roT41s1oRYaLG&gi6_jp`nFO_nxpvA8V4-f`@yjrBC+`+RHtz
z-NEh0$j|4$;6Qq=Hy9n~ayLG&JN~Gn+Rx$+T+1!gt7|9_79}4lBcp4^(nP)>+}*rU
zq2c2DR&E(^DW=}&t;txMpIToE7?yzOWR0m5e?bN1a~yWQ_xc0YL)&{u_<8l_RkR2)
zEnjFVF>CiiJ1M!<UNz1qkL8{Jaw%++>$5EFCdj?)FEpA8i|oJ5EsC$|e3kKMi>&ul
zU>*KzeTo@X@~qH*%Ex%K-u5O62jrd6vv{gn86NUqOJn#i`KqmbJj#64HZVL4L;h=h
zu{t_bP5f&6uEt{}_+m=cQQqWV>r<n=$-lO*cyYA-MNX0@pT6xW%8(H5Z22n9Qgnsy
zGJ`2+i8QP>6qr1U31-Q^)-G9Qs@mnR+LeLeq^{LLLrZ9)DMMdXv_%t*wJF~3jpXW%
ztHhQpSn35k-ePTwU`h3na#9V+QZLx`7Hb=lrCu=Z`DiTI@;FgnazpJC5ux$}szaUJ
zDtU9HP6?RiaI*%mAiG+UTh&8k6+JG4NtFGICi$(A`ox-%3a+@3p&>H=){Ks@gR?R;
zgaW<>***+#hS;mO#%eyW{MPB#hXsMnNY&44DuV4`tA{krkD>n;6?Fz&Xl9W*GuZ!7
z>M9hPK@(r7&J6p1R;SR+B6VgGQIA}w*Lqzf5E2h186gr%D6mQ(#)=NPaJ)4hExkdZ
zX?=#_va?!>b*??@%L3l+999YBS$t^55WJ5wgSMNM@S1gI@PCyR?o6w;Cf{HR%`8%9
zhW&3X9S*S2jL{Tx1?JV6Nvl<8h9$tw%F?vgnIZq&@*Cm#Cg|oGIzraW&6ZTLjcv$9
zT^C$6gzM+WhuAF`Gc#X=`B5+0yiYWK{mQu3qlk$GDw_jn)|sLHj~%t)03Dcsf<wBG
zg=QA1Go%04>VyL?G$VwW=KMM{oIfl<kp(X~0XC?BEm*lC7T@CmrN{vF9z2ZL+5njJ
zGAy}<n>8Ru{Uz;Z0<VA!+5gIlvIMN2aiD<}npvdIOk4h+dp;xABfH~qN$Z+-e~4Su
zbjvTR&<r^gvLd$g@>d3CqPcZuxF*~l8@()OjMJ0)`_^u-z^dL~P9=_T9Q%L)Gsze*
zB#I~N8%9o80mHmsK;>Un)4T}_hmol0@eS@9reCn0U1jEv8{8<XpyuuTJmU^KxU3bi
zssFrMg=QA1GsF6?PNA8|^6RWKga5(9w#e)O+#a6;$Revzytd%F3E0#49V7jO&;)FR
zI|wC~18hMwQT-K{tkoW^#vI?n$E|*B0K<(;mL2qa@(N(XZg}DF30kG>JLkW61CK6y
zA921D4M(RX4$taE;aIzuKA{praZx7*ucSvX_%)?D<ZK`*0}oE>np;86h#G~Bt)L5c
zA%;RbopomL|HGMh%-SC-EHr}_2AcXFe8KuK79EKbZsDNpBXEF>O@2X?HORZ8&J6p{
z)qn<HXr`<&GOx}I^>3nHD<j1XHNZkMi`1E+{)?Lr2VZDL_UaO3mM+djof+z%HL9Ks
zw9pK?6^dR*of+!C33^Cvz=dYmV@qKhxF(tObP1J2of-HaV1dO3%LQGd`jOZSi&V}@
z>%_hr<j7LNjt!Do1H7|Rw%H*RD`H8_rgUPkcDP1<KFCrj8U^jyduIF*tp`>?u_<1V
z(Wt{9cCfJ7kOPl4FBT+K3=1rVWt50K83dA9GjTRb(Lq~v^bpUcZXsUyKSLT73=OL+
z;T`o~+Et`HQVU4K7u<>tOjOY<pU9CaR>nXMTJ>171*R2{h>l@3#e3YRMm(w+k}y~=
z1ArScTUyHlii&&apDG@JsK8Dn9k1k(7o~YP=?E}boJ`KfUTOKog72B41LRmv;g;*k
zQ0Lxjr6{7fS^vdyuAF})`!#XUBRFKi=EBLXJiAD->oSB`W{?(^F;THBRHHnPI=~Fh
z5UytkTh1pE5m|DcXRzjrTHMYu<`$+=ZirJ+)H%817w&EyOAa2gtUkAZb*!0*>4abl
z5W6{9rGec7fg4u36UZJVSmQkg&wJ=nOvm|0ED@e>=~}6aO%4pQEOQc76FL7&^|@Rd
z#?@M8!ELxr-ABzRGWk`><Fhq^EJVdr88X`z`5m3+`z^Hsngu6{VU^D{;-BRg`ERVV
z%9n+y%OBQ9O^FRU0x%S^#=Y{HmHuth|5o<0XMrfy6tk|WKe^O){w)5eZs+u_;(l4i
zfoCmZR?Ygq<#&n)Odu{l!zgkZPV>IWw=MTsI;a|AE5DP&m!CZi3X5poeJdd6AMca@
zHt&HJfcpS;fjeZ}4G}+lY&77Oow)CF<^2LXeA=TM*k7W~)VS{=mIHu0vi~zwE@W@<
zHHui{0ZZ^`lvwGegpety<r54LeqaF$k6O#$(thK<j4c<qaCc>Szoo)TEm`jmWeoMZ
ze2vIa@hC$=qalRU_5Kp?#{kfa8cXajvJngJnEz1N<#;q;kMMMML-Cz^UldA|CxcVD
z?kb~fP|~BJ(Mp3DWh_CI<^lw&aO(DK=?f0okoR!ln7dL|P8v)uL!%Y{al16>bi>Lj
zxS`29vSmF97!y*$0)2L_8fpnIGL6}P25Xd6=JBld@7DRd>J4fL=2PH73<|7(SH?Hm
ziTTIf<JOOWioo#&>cupkEZ=DU4NhzQr;e_0JTx2QI5A{*evQq#iw_XW_ZTXlj8f(W
zM6n7`#upnP^XJ^2a+Hu(?g~w~hTRWcFJ6>LpFv(zH6@W3q*MxeoDCCDPv9TYH0nr+
z)G&``xu=-YLj1ok4VP0|;_v+RU*hrR>dpTI2b{<2Tc1FKX-Y%&3I)7>wf|KrI8aDQ
zjs5`0(Nd}4h>hoAB+_$}j9g7Nqo@gS-&|1^D(m&3ImxozQHao?2YEy%cC`)+|Jx!X
zTb+R|wEnH*TjcWsoUG+ZIAoj?12<Is7M>EojTx?4uYWN(=`i)5!A|tqf@MZoH7i0W
zlu$zAV0l$1mu6uOwoC@rQTZmMD(k<oD&J&yEeroCyj6g#6w>)+_se@)6e<UbDw0&S
z6b`~+Q<-IP5|&3!_%sY36*=BVn8(>6ejn=(>s+|Dm)>GM!rDN&OMWB4IMoVEDV#A%
zJ)UaZZG39#NuBqa-?YykXGv52QX0ztEJD<L!Ri2DLXaieFN49^99nYo89p_K%e#5-
z!DXZU(4c}<SBSszKvbp*4Mj8A+IP$-G$PHs+!&&UJ5kdbQ%;D;szb5LrUXny+mSbc
z44rE2u%n*$;l(;Ig^1NqibGmrh;jal{wU1Ic+BHiI7Eft_!D_SlCkI*_han1AVVvH
z%fw+C*387l;dv}TK8KnG{c&wQjjT)I-r;#RX82q#*^b_Z#W0c(shmWKUgF#sXBa-7
zablc+uF-&;tDZa6Fc2-z-D^RJJQTp3e8z(e4b6xSVk!>N;ycVdv?)uLxwE>t$(i#%
z02aEbo_>IZEYz{a1IRvs2R0B}vfzx?8i%xT9rj;ni`Kg&Uw|d^R4Ys?ENf4^anrIh
z&6}3N6|G*c!6gr}HO*NA4QUJhgLJ?qY<|zO^fY%Ga5?}O5Tam^n-U=QSRFPc$F+7`
zXtF_8K%aY_fZ~BOoB$UK;UVp&_jmw}nBk$E;uQvJQE!9#FC4ZGQh06|vRe?cT?W$_
zX9Lb+we?WA^Xd&FEnHQ&q4X>ja4piJq;idt%C(7`wCOcM4I#z^k^H<zT!m{@+tArL
ze@9@02%wcUeG1H`?gMM>wQei&Bbf2HUT*YVPq1;W@^P-2jph0@T!9X=^juSE11`b)
z6QLo)osg#>A<r>jHD><$KK6eDJ<#FU1Mi79ambLTJzI{5ZP=XNg<ptek+j$)4U{;J
zk|Ss>Ph_0PW2HTAl1kdRvk|*IuU5$0z{YY#h~!YtT|AC9^gdFC^WPY^N9ZvlY+4!!
z&53ox#f&cCffLd$Z(&Y(SA)%SJgFAJqYM(j83ABb<DArdo)T*cq-YgZ<@rgXH^&(=
zAP*@ryu~%(!~g2(&fudjL<1Zo%e5tVD7uBluKH>4h(Ij>ls7m~&PQdwfEa%^0|4`_
zA?8U`DkXT-fC$Dq_bq7xkmV(!A8Qo6gbA}F)cPm-klgF;iG*|k%J?52z-Mp(E}*A|
zByC;nG+^~sPe%5rZ5=E`H24eRqVoVDyyKpnsxb1TRPo*B01}zDqB|(ZwfE=7*nbB8
zGgc4A#x99M+qmz+f0uv*H4Uu*N?m4V$JwCLiz#8Kah9>J7i1i#L?ZQup<B72UOxlT
zJS_!4mIS#(a2>t83VlF~^v(GnfSbV=|L_L!0I+Eg5DX?56K){D5AtwdCnSSrKt{JM
zJtjHA51<s`7fDURk9IY;<O8{MyI^&iyrGbW|9~m-ItYqY=0dd*x<$0`D%Uuu%nIOm
zT|geLDaZ%EAlLXtAw>unu<H%c*k+X^NFi+LEfCN4sI9{_(v`($vyY;ik?>7IKf`R0
z$e>W@7Fj0V^PUt74NRbh!F<(unI*`F#)MylIm19{5IvY{j-Ew^C@U>yir7Z@P(>an
zat5A8JUy_KEPz299G5^H)TjP46i)gbkJEs-=}Z8!XS;fw=nV3~lYbRPP&`~xfeLQ~
zLY|uH=2hwgp#>1K7D43z;V(9<2{@2iQamsSVGK%(Bj5t^WPD2gPwWOEBGY6TzzHr%
z1Ju3dnivoqf*EqGs3-(75-`YTxw)l+br0A;f&d)~Vum6t?bEG}JvoTX)#_@7IPepI
zuso|`Gfw?qwp{R#0YO(h4w01p(c(ZJ#_idzP_|qG7K413*Fg=kZRW&`IcAq@BgwcZ
z!z#pK0cLnIs_|q3Pu$1b1q%{hMvC;0Ls$4e{X$C-<fHNp)a;SM4hq!c8Zn|c0w|nu
z&8kC6ECNQR&RJNL5}rdldEYh12xDuk!BtC{$tQUV@4D)Y_7rEQVVpvuBzdFWjV20i
zF#d3(5{mLLHB}54Dx}1!bL|22h~E&a@HjdZd1WA+_Y0|c&E&aODtMR)b_2-68MwaB
z%sn#>2z!h(JWqwyvt*GjRrFuaHTFMcwklL)!oXPL0A6Mw0&=hzujxcqHzYU#`1EQ!
z7*7V^z;0>4N&+k!cn;oxKXmLOVLt*@o!N>Zofu{r2Fn<={<nz2fw|cygFjcqaBi$S
zg_vNX%m9|9jv!KT#;a%q2tXw`hw}wspp>Qg5Yr4wOJA2gmH^BKC6xtc0I@Kf9?N~T
zcDMrZSD0*&8|&jKjWAVlf$=k5=4s_eXC=nwqS+W{po9Dy@Ice@f0Pul#JOX1Ko?90
zl;m4N7I1xlO{Yd$m5<>kF}Q*Jffb-cGEY}i5>!aaR2c;Gp(=pu$7C5O*UTPhsMV+`
z$wqXzi-Lq03YM(P9t1&V67hnrWmmf1L~aix#J$7&n&@Nrf6=p{cD_JyfEeN4P^+iA
zvM50fOcs2C*gPQy)dW7r(kKyW+d-FH-*rZ&qh`g7m8OVjNfR_=AthbBtDGnfGm0}e
zm_Hz#27Nix6AjKnM5vGmFC-g)<?ux?RoTP>0vDDQ=>>>@S*{ul*HqnNBq}0MHY5w*
z3%9LQYfy`uP%pY9n8SIP@&+acbE;zhIHx(@M^l3>sIRbMU=K`#WkKK=9|G?HHNeE>
zq~;1dWV6)E;=XjCs_8BvpNDa&2e1NOO@mi6@^xFH4PK@vgf`dcA9#1=?0V^WodCSS
zbsEr_Ds3|$pzraj9x}}X+(jP1%~Yr1<P0UBh&V+wOcteTn&W@O{uv~SCVUVKK@52o
zq)VxKB8uSuR_duzM`>jVg}H#;fRk_RTo&v#D=0w;aOdu!#gMAc+ifskPr8Qlz^<J;
zZ$NND5ibyk#}*9KHc1=pDULel{9#m2zF<BwM;?%-+%&?f@}uViR|*i|3Mh!V=&=$X
z%YxF4lEFF9z5_6+oEXYQM1p{ya@14OWy5$`cvj~#eL?cF4<?>KG*oCXR9z3%fUez=
z<wgPvY%_bhGe*b@;0o2^V8%LZ&=DA@f=$7S2m;GMFTSBiW-QNT{S~$lHEkhR5jgxq
z6tU#mh;yUVUr<XkPJv)$J;y-|L?f>;ejbCRs(|rZ;|t6|0fm)7{c6K<cw?L}CooJv
z6NZyjflVkaOj&bNOCYocI#iDe=?_GCg7p`4$TP9q6TEqx?tv7Yftc_%LWkT($%L2b
z8T3$X&j^RN(Ss(s&p>mC7>?qG2w5JWqU=+T)#}5{;Vs?<Pv&e7bycki`o}BJ9OQrM
z!33Zo674+1E?t1HKEnMR6{TJVx7?y9j^G`TDKTT+G@4*a_h42iH4>jBtOCNZ^E{8*
z3P$KxgIDr1WBpfjSjYx!r9%!?U>+!>;4U8!MegoH9RZtJd*fLQ2lfOuvlMVcw(qc#
zNDFu#&Ke-#z?Aq98JtD7!uq>t8Zq<|?44^4dLK`7hzQssTmY^IqL}Ol8qo-fg+#+E
zPyoQgmSac?6E%O83d730C3JkA;j3iOB1~B`9)$IfW+r9Sn*~%Lt6?)7@P|bjMgL(W
z;0_C}p&cbS5ea^w5rXwEuk#op8imt^H$a19j&)~f5-j}5B2JoHGzoZ#{{S0QPG6=e
zDMs^)C7|Qrkh}qTqyI2F=o6U2I(Sk0EK6r>8HRx;Uqew^hX}z87KP`S6@rR$c0HV)
zS;IwGCKikTL@;PuQbTE>4bFmR2nxAb2B+Q3+OROJAm_isd{}AbFXkd9kyt95s1~d{
za-8pZ8$`pzls|$GsA~|K^-@qwDBt6$u<VkO-k5;$fUZDgJLOtMhJLsY)?=EYC9o8T
zbK?I%2GQaX0#<=R<7Fnps57chC{GN8CLu*+HE=Q3$A&6iv`Pec2apxh8l`$UEac(&
z3D(rJQy4T$$8Z@kFoVCUHE5<NU*NXzzfi7t7}mn5)$N@VufW#92xEE3Z^o&jVTnTI
zTL@=3IrmYkfIG@N<b>Qu$Wpvg-3MY*VbhU~fdT?UD_nE34vWoE#-Mto#{MG?%A`{g
zUje3)krja7vaVWctUQk)@gYBPme~U@crfZJPjJd5E3H(Et-9bpqzD8lY02|$>H%J`
zGnP=DLWH6VB`7!zTq^oMbce{XoF^|pevlC37kg=pacZ$Bu4$cX3@7;o_c2=dmYgVN
z2Lu2xn4=IgpI6wia4so2WEfnEdE^62TkauY|I@t9ClCro2FTagF4qjXz`GDG+Vjj=
zsZV!Nz(%{qGvi}>UhDJl1SALe3;Tigc$zoS58$-Sj{Se2em;N-?xGQ42cn`<k+p?$
zVk{PijYA_$6@&ysz-<^cuqjVLB??Z9#Xe%-m?s92vB2s)3>Zrk?#FW>Em%hFe;^br
zfYEEmB93DKdNE5EvNj(+zR+&f2^k|Smis(eK!9mjNwb82M2aM!LzFuQ2?UA_jmQUC
zeN1dz`lmJXtbI8k;0#3)a2R<FsNwtm1tPE`@B-pvaoo!V4J#2rM#PJd;>Y%M;YnZ&
z06L1lV4f}wH!?xVsA3EkZGiYssMPQ?<(<v}C0Sk)m5*sw%WuSRRWWgz0p^BPNQw!#
zgVKP6hZ)elJOk=La>#Izo>&nKQ0KdlgMvd}mi|<gHHq`u$U;g`g;=2-T5z+OYZ_a!
z0I3}}K&o&-wh1o`&T>hREUvgF8f`OoRBu%``6uvYYH%F(zia8RlFU$zPhAgKI>S65
zkp*E3nei7=RTwd3OsaAX;Q$PURRw8zAANwi#f}H4D0D?FEYaP5=oo!~$waXu_CLf3
zwZ$A^3o;^hbS??Lt_5mPIUNA2sqIj7U|0|Fo0lrc)@}ob=%YDN_TRP56xC4s2L%Ky
zvG4GVLAg2`mKX?2ln2tD(15Di(&4=R^ncMXGhY-$1%x!s<Xp%!B_{*Q4U64o!|3Za
z(#Z-bvX~X??OKB~SiT^g2&gaF@D%z1gF^oezJ#`-e->8BZ)>0_jF>s7BOi3ly@O(z
zrI*VmMuP=9AH{XA86ps{X?02_M0<d`KtKpOu8oJNDWfrAf5Bvo-7t2((18LsXRNWm
z3u>oL_@KHQ1B5a(PaFy+7}sbFT)U$w1S@hreBpF}^M(6v%#uNAf;kmjIb1tH?Q7LO
z&Og$I@Cyfkdx&eq1Ny8ZL|=hA;1@AVH9TO!YhgqKHJe5o^geH@qA?&q&ov@S<&F1I
zK=5@tK^_iWhW@4*Ji3<o51_0MgwiM-ApU7k@q^>R1~pMswzw8D`bv%c#5JN<l+rKc
z^T<xFU9wqc$hza&hJ9%T@D?&a&#`ukQU(8)Yogv?2Hy14>R?mNHZTWYWOd<MXst-T
z05-(zwX4m%cwemsoeq?uTSGYnF2HI68$eNKjO~l&U<U(qQkZ5yq!RoObb(9Bc6q=Q
z3v>cTNCby#^c}8Q5=9w91Ek_LU8&<i%qZi*R#4tSM6EpM#=C~=ge+chT~!KTu8sPL
z6FT)r@PE)9))`IuMZkgvHGjC4I3X#o<qMkJNDFwK{14bL17IWUV8~qC0d^e;ZSYE%
zG9Z>`q9?$Dgq;QMRed31VW<4dzyk+-0Hk4URE!yvemWKdhN?CP_VYS31Vc4aP%Kfc
z=m2^Nn&w{fhi|}{`9GTC?ccS>zneFiKMho8sxuZmDN-aU>e9@T+~bJp<BnLrZt|Fy
z4^iG@p%m@<u$jI^RwoJScpW0~oC&Of0mSD-;gdD!L;1#7eGMv2d~Qj{tw+&=mbA{H
z`T3k>vh6`bWRB7&bpgs0`JtgPGf7E(ZELYioJ}hz7g8T?X47s+mg-1LvTf>;rW$n|
z%4rWMOO^eXU|zT<QOYrR)kNT<=vX?$APKn{COagpau}Kl*9cdr%;XU<En}6YCLa2b
z=Q2|{HCvxia15N`twOB2i3U>&GF1VZ7_<I|nlmUa!DqEs?NOSQT=lF#F9@@U9UwQR
zU=bSmMlRTW8tScTG4VT4Ubc_d7OpE3#nVRjelK}xcglkl?dGZ=)yY3#UT8N+Abm{6
zRAhj5%Rfe&Ll%R|Ql<VNV}@NB$P)sBmcI;zu@)m|XrZjBt0Ce-*XmQ2D*Bg}1guUs
zb)kz1i!L3a3Ub%Y{J^eM0<-eR_d1Z64R`cRI}xr~YYYo?G7pq=$x0<K6(uiYrudpd
zJ>>;}5T=aF2h-(yxGE|SOiuxzX~g=&MYXuYU;t|RTGhQoN;d_IyySA`=e5vzPo+}K
zDzsbTub@{Ru@Vx{Gg=ywlZ&Cepk+0vEY*m=Xjw>3sJU$eDAZThTbJm(C2?jdefnI4
z4EG@;q)Ke;M@h^MaY2sF>H9)da%WlM8VF8!{w|`cF#1AU1U9H>YK?S|K`Al{iC7YP
z$@Gh32!zZ?>gEPL5Ne@1M41SRqaC}?0_0ZwE7_c&dbqY3kZ1pe#z=#)6iDJ)%NKHC
zNb@J9Y&&2;48W*j$*81d)M35Y419%Is_efMY3OQ6G7JtOLOU}%#9{&23dra*<|by4
z$Qd|9M1%XeUDZtWRTvQrDimut+)O3u3D<?8{uSOcXU!u9`&8>Xf7Hy?xz)D(ofTpg
zokF>XjiS?d4P%eLJfmu)`aopEC0B>l(#8Hkb7Y<1c3sj`xu2tr2FCiCrHcPKyCmS}
zDDAlY7`3F=o~9~Vg{J|H3cZ9?#^Iw-V$DG&$&)2vDKYu1;s-3l=_hW;F%A1P?Rt>Y
zr2~tIzapss1+}*eL%v-K;zd++=&}NH<&?U8RBf%*43)6P{Exjwlrmg|@GfwHV`3Rd
zSfhH{0KOU>f>3o48%Jf?rD6XWx-im8{n30Op9y14otniFW#U9W(4K4Xq_0`3$X`V1
zl4+{3G^p+{4|UW2WvP;X5_&aFYfVWc4ZmA(unfY2a|PqTrwWjat{DE)FCAVd+?wbE
z1!rT4z;d}E{zw;_AB9dwma6u5Fc6UhEYO04OYyQ)VXz_scCM)$F%O_<$i;HeR3-4=
zDvW$i`d4SiM-7hv$ucRs^$EwR?S-o(q+r$a_dphKI38@ID8l9B?Wj-r1v&^0h-Q=>
z0B(QM9wRWKR0I)~Z}NNwicz5Nq|u=RQ?`V3Rr+b=332#;G{B=l{}2`fQG9~E%00vS
z@P+t32FlEgD&h3@`vSDV`&%J~_|EOZ>f{%oFk;w=7Vm4>%t5yaeGXj@!xjn<G%5`A
znt6H%i=gwSFao4Dgs(r(z$FX%r$c7WRWK_hI1cbInH4o|pI}KDjJtGDaPxE6U(lj9
zv&_d4EtsYn1EPcA{l*_?Qr^#y^-O|hIK|W(MCM><+NB^S6H-?AJOkz0CD8m;Q|4*v
zZ|fJ%ND*163S(Y?@c;xAlkm0~Wg1A9Y67j6k){gc0m0xD{mxRg{!G?#SqO9l{&($T
z=U5<-AcgUCXh^c)7MCb!CE3N2unhc#f)La=d&8$4EL&?p4G3(DzZfIdUxzU$9D?;S
zfY59W*yRDu*MtH&;SIcz2VOXf-6Er~$!pw<Fq9fp^F2Kjh-0Y2{g={lkeOt%SemNH
zspAJt39crF;~)Z|HaJTa{0p&z|6OK-(y?Hg>cFy8nSW?FP^H#cs8%|ExQg$yHXBRi
zX107fu{<A#A(B?<xItN}_#f3`K|8j<E633XSe;O&@&LO0hL$m0oj@^IpJjb;iedlo
zowj6`_qn&2|7D5Sx;NT-7uF<)RDB1B@*SsJJfr@%j5JlS8ZvA)fY-6?M3)|Z18}%`
zU%}LJA99AMA;$7MX(4}R{x+~wnrcS_EdclZp0iZVKS8P^`&ByiK<06|isfiSu*iy4
z^ve5SO8KMWu2G`by#(=cvs7dKwf!_4G(^<V{m~U(c7U7)gh&*Svm92RvQ(Wvb3!hM
z<znoq*)4-maR7Nx%2;E~@{nr0p=ri<x`#I;OO^Ad8uA_v95XIFAsQtmnlvB*sYU3s
zAXDAI1^I?5X1c6C0r(|i77oc2THfvWTtWYb_cs}f{wWnFJJ%wBzG;vRa=M|IX}89D
zxz`*0H^?cNPwT9Z4~Vn)ra5!f6I5E{q9|?*qcK$1zxz)st8IVMD0SIbuUV?ZA9JI6
zYS8RDM_3GRKv}Bpzl3(7>#k|43&2Qc#0ICo4xazdTe9$?p(#Nbai@L#QDI7Q0!e%b
z9mu~>!(g&h*?$?_FYMg*v9?|fY+w<8%mzp3bn-%tZa}oGfwc~@<8yaLhF1*zPt$4X
zG*!dd#@w<pib0{KRCrEgOl}nHDND6|{oPB5kkR(jy_Rh_)LOM&WIFu6kb?f@ds8E`
zj9`EopK8Ah1Y;A`EF6yhEpciA7G0db(*e2#2yUro&<NdW;?AnJx804kXqIZsf9W(;
z8)TuHN@wd}G&OZD5jJni2fYIBxr$98;qhEZn2mD&Tx(Oy`t0V-##>559Tz=jskW|v
z9(`y)(SZ&p_n9>ORn8z36s=?<&RmB^gjrkYz&czCS0k335K#<;UZu+hQ_l9>0^|Nf
z^xtxikt&6+X4Mh<k89;W9wENfeT=7!*NAp<Z3Ny-G(Bf_&~uim`#)F$gZ<1!j~p$=
zT(T=21s^jroO9r@ep?orYi-ps;LA`kFP*E7JJmEdkHp-)7J>+D6<v2a=n>JK$@{c~
z{HII4z}e0hs#6Q4sRAq`&UgwUYX(?oXJE^EjqB2lecWf?-3qf*-G6{*mj=3~sd9fX
zS*l5W*Yq^DD!7#a7Ng)n_XV-Ac-^v!dj_Ng;$Ew8^f61-`U`|k(Dm3)fG22?G*yAk
zFx}eVPK1ov{m4?~{2MeN(7{bf#8ps+K|*FKsi3j(*9{AJK}+mFLxL!ABV#q`pOc{6
zn+$gJkfoZib}_ZlfY{8z+!jewWf=yOrAqym<)o<&EK4;(Htw57>SMbBWtoZS#|93V
zO%N1ms@%sb2b!9t)6Xnb;$O>2Q-ura-3I^roTY01rwI^Cq^Yt4$!IS05&!y^rON)-
zFd#9nP`LnbcB#W9HNTi~PE%!+24SEEFqM_iS7(INEuF^B*=57Ej$A!th-wHK77J3l
z(E!_-t!1h&dPB6eQ4zR?pHTmneUq9UHmF-1n+E@!d!S=OCnMn-ynzN_U4Mdgbl<Nm
zRpdY60KnQkO?6;dstLdVD3nXha0SYOX{sS$29c%8{ww%A18^&W+?BsLWFW-0G*umH
z@I{o#K4+=YKN^jj_01n$G)<LFT?Cvp6b&1MkH0@zs`$T`lcqYbELG2+N4~IQ5H3LU
zYLPTmc%J)d+_uSokWs&~RI&eMt_oM;Bv>>Wn~EX57|k?QEmrWP|5>W!AK<fJGEEg7
zZ7^A?)ZfJK&F=H=X{zkNhDi(lK4+=Q|CW)a3gWwCR4oa64r1(AmTDsAMFeoEG*uV_
z3hDr|RPp~P(Tsi|Bk(N(=mpYL2`>#MOO^T?M)^>$2(B%jraG`JRpWolNK=LFAz%@#
z{mxRQ{w`KKf${EXssqbXjq|r5swL7?VNC82?0=T3^{=sG-L>B>O?6;ds_cKzH;f|H
zHBA-ChXRc8)$c4-=zlqBst_jH9}Xq{sR#EhOBMXrwn4ICgux3INmB*y3Cf#whL5YC
zS*qCoNIT=(D5{I6sSYelH7zeqbzoVl*56{^2L2HkA-gYNM+>E?4lGNR{9~lrl4+^~
z%Ti6tOH&0fSS<s{Qf2;Vb4#YF(z*K^`k$qW{;`}i)q!QHrsbun!XpNgrE2~;E{E72
z*d<N1V-pE<(w8h%_P@ubuqDz|u?q&1rCQ|QYJhf2Qx!ml-!b=b5%w`lRr&8;t|ih`
zi@l-!&r(grR_G<tR0o!&YW|V&?<LYyvCs7o5EIHlCpbobvQ()*u$(kioG+N(?)`Q*
z7{R7~WvM3Tf&X)fG}UsGnhquWg)PX4Mxb-a06;HUs%d#?szfP3(q{5@-?CJbGsk(x
z<`Y1?C}`ac7c-BzpEE@olsO!&DI6=!QicC7Cry=2I`|0(kfloe3*7^oHlk60*icMd
zx236~b`B;>)%|bFNK-X^z^G>5vsBaa(o|8tS#Uxx{mxQF{~=rkW_M3hbxG9w%fMUT
zvQ&vb7}>ySOb3gnsmlLwB^#<Smf627Rq}t9lcwt22a=^~{?9VfRFM)!Ex`e}L_f1s
zvHy+lw*R=FyZxI*uF!~ifB9LeorlFH4nK`^S<5`j){}&*LyePI_Zk}-Ee~qli<4F<
z{TO+s^D<H64A!!#<s2)_`LCX%TfP!!-6HIU{1<24wjFGnkAd~!B@eb;=v>>Jrd#$E
z$GoPsk<m+z?*T(Q;|oO59<Q15yF16Y*Nd~kNdSJPSLNx%<)QEO#!1BaSonG+AMd@z
z+NF+tN19n6WTcWT{ZXly&^*owufr8W=yt!?&?vtfC%x}=%<Sv|vnL$Kcde(r8~0>`
zID1hh>r-=cq-#!256_NGRc59uBa_qZr@hxl$~58TncTajb?esK>O!+G&Ot9`-#B8q
zIs5Vi<Z|}q!N$v;{ctt)KKsfr1(4uKb0oeX!Y4<jXOU5pRSt>6moeKh`!eOZ?QGmM
zJU^K_R=L2DcI1oI&dAq1>wBS3t(n$=68WWta;DRAkM@nlC{cIuqkUtQ79M>`XKfkZ
zX@N6}+lJqg!oC3q6USlP<>(t&{q!T&r6WPU0)MLIA=p8C)sosWDeN(O>~YXwc@X!!
zm1)K7*5+GUA1!G!S|2UgODZU>Y`)-e^O|o(oyD3ji6J*%l0y67J9(!3H&XT&0#57b
z3)Y?a(r5{(_T~$SwGTcHJuh1?PU0>Pg<rd8I^npz_djm(xLII3Rt~y(68Bhnh<fuR
z?y+Jd^Li1w_Cg7QdU5o+pYp?g%0u>39%imbkY;>ogiXec_ZL2>yLhbifa?u9r#sGl
zUq6)`@j^7*{H~Q8s!ejJPK>M>VcP)J3^=%ccnw>w>l}0Mk?d>S?Sug1^!o8NWR~IA
zY%jl16|Au)sp~=AaT0wz$72JjfI$8a2|*jL0s`?*WFh<a@B*V_x!J&6ja93FVEx67
zSpgv}EA<)?KQH^;s1as25MxI(y9R(9dq3F;sX3pmV|_&?F2tr)H>;w&(+)U^%Lj<Z
zA<>*a!N-kP0fG2WtNBbGV7TKjO7Ss7x;?nS&LdQufmA?X{|y~(yb1{TpN#Ey=J!Dj
z?7bv9kUbx)Tn7%2F_5!lH=qIn@h>c(jaLC7!FmX-ZnO#roWCjKVF@-)1%yOpRV?d`
zQUQTYEYv@A^OYqBaBs2^#SBO`<hdaWkJl_-4{OPTo_fd31HxMXwAcg_&qbaP8!~y%
z@5rR%FB?}#xr=0G+X1p}-?yR-n^&pMNpS;aoRiks|F>8L1h4`xzttn%)hq8BKm~+|
z|I_%!s(=vwFEiZ+S^<IZG4cV1LZMJTy5ZT3T6U1L|EI0^hLw^HGP4~At{7SWtRDw^
z<nQ%NAa<s#{=nKIY7i$Ia!$AO4+kUyI=Bi5usEE@{47ubAt5%w)bL(!j0y<Ee>Q3b
z1pHq)%LN*4RytU{3JBC6-l!E2h=024a-&s1!2da~0s;fFhQk6C5Ey8%R=4cqu8o=w
zJO|5m$GkP%H9KIex!|w0AgqZIxf)Pwl;a6uR}>^NfZ_SO?mZyG%?u{o>?oAj0~UXl
zYDCT~57>T;3P$~OA||kqtZbs9xpBuN1}lf@9d@4}S{(5NucJ(^zSGDqAf?3!TC|^2
zx!C_1v0dbWDF!PjU)vmLgm9d<5!5K%Mkf>xkHkibwXm_pDz@zf4Vas{Ci(xyenJSL
z1=EVEn1Kd7OQ@zrRh-BJ1|lk_+&38^mp~>k9s@7R;9B_vZJOASIbeXXrSM4mdvH`I
zoUF%TWdk<cx7FuhCmuTk>B%9m<&?73iesM3wOv?-d>`eQ`)E<fO4_j)u!Rh)q|j)W
zja$fBp7%cgXwQQ%Nbw{712RRTurDItEp=*v5YNaV^CvR+ft5)XtelnDX*Q;4DvC$O
z2r;VtAP>qK5-xCTW_RB-ZHTUHbn_{43BVZ!Z_EMx!;Sacj2{bC=IFK&&N##;-vN}x
z646aw8n<DF#TXeeY|V6tbf@WUij`q3E4D_<f%TT+qkR?`<c@S7?iKl8(uf$uP*#}v
z$ZQy#9kQO$nZHfH2EgEo@QXn;?lqs{Q*ZgtZA~oPaND<R?T-u^64nDszRz^|UCbXn
z4m()#3FZ<n1GKV{$nOuV#w;s42lLDO><*2hG;ES?xo@&o@dI!@P9*0KW@xdS9=MeA
zr-6L9ja4nm2O{Q~n}`nPHxQ|Mjr&Z10t70qMW^K&a~&3v_s#z;?}Jk1{8=SH;}#5F
zYCK@U_TphT<`e&C4!A1HZ=)`4*%>7m;2Dga?X1Oj<Uf}0yMGoup?x+y6z{{XYi0cp
zkR%EU@_?0&@((<$94mj#fF)K8s!Fmx;Q<LHtjr<-f?e+uADDkXwKl-oF~ZnnQVt<H
z2^MX6zU(+)^I>pDivrUvn-XO-j0;Wxqe2*kLjv||a))7i83s@($WX$yZjjZ8i9ZI5
z<O{>;<aF`1om<aO#{?2DuA2k$lc~3j1Z6uc$ak@n?e@1@t^)u2T2i5<@dXAx|89x@
z%XoDDtBa-MvZK;1ErEn;1jP^V1eS%j&C)FKeL?@_LyP=vWwnh4^RwVaNPez7v7o#g
zM`0E8Ub6S{9yo>bDYItyKePv%^rkiI+>W3>urb2iP5eemmjngdEpmWWHVWU6o|Fdh
zw!CLjPqWC4$QxcT20Z8fbI+CtWx*0^y3rT{_Kl8-vb&bXnzLZQi#NQ?b~j-CTL-eD
z&kVZ3>K9mlW?qsLbd5Y%s167k5Ub{{8S8%`wXL86Qdy!!&B+}lQ4<dPLKVrRChH3|
zH78l+H0MvcwFKsvD;ss4#~=n~{kw%nwt|5zf*pA>-5FV0?ScdIYQikA{<tD^wdA#h
z1-t7lQv=JS1S_PVY4?0TiJpic%5emiF`Uf0Zt*K94IpU$HgKw)MU#JC9{%2S?Yn}w
z`6iv(Awp-~4hmf5!ybY{JIHZjG;$n<o%BUT<4n7d%$gw{=4!K^o)P6I<BFG+VZfk8
zvd10YKtP7g)6@fTuJAu*Ta@Kg>dhBsnf^<Kq3EPJpT$3UEMVhqRLg^Lu@sH((C{p3
zX5|30sKYQp!D)LU>wnGh@^Y}^V6)MINv8^9eupMc%~q~MMB^uf=Z7Hi$OMi}<~rI!
z$q=|c<(Xqy)s$BPKbIhMObg+o|9X;+2OVKX#+p$^P=%QWP$GE1x&Y`#d;+}u=IAc2
z?a&(Z48`B1CvqLL2VuGPNt0Ez0GKgHBr)2U3dOe>suk8iO6QOD!WY<AS()<aI!{yN
zTKi1TpuEnPd64TUL_pCs?qiIwCx`*E`ZT5=0po(-CgX}|z=}a@syHE2`L&379z{p%
zTKymIl)3I?U@%`B)Na#Zs#$Jj1848qb1VZYmcwCSn4uxZxK`Afy3RGKm{lZr-}7Af
z%YdR~bvj_Fa&EdWWAumwa<8F(Ubm#4TB*o_)ytAV|6arUJs#H6MHRQ6Ic1qrfiDFV
zhd$U~lxCQA0sw;cg4FVEIjlkl;$p;o)B3?120T-P{&61D6yv8u&zo|Su@<f0a`q<I
zHs*#IDj#TSg~CDE3a|N0);};|<0V6IXnFC-DMaDa^vvWOXV1`wSOFjzBY493d#sP1
z4o`&u#GW(Dwdlg0V7V4U(eKUfIAMY5Xak&5P++!o&h(7PMZ8ZUHrFT?a0=U#Be41m
zkab~zF0#8#b>A>p>c4{oR=m{mRz=2F!L_diR)or|x+FDt^kv2l%8!E`(g}xo@w_K+
zSR(*z0r$ZcfDL7FZNU+o5wwqnZ2@Xp0DE`>r!Mvnvf0W9NORomq6eIkYd75Gb7DDx
zjB7U_daf4eC9GLA%Ts{5;g}GdJfZ34ky+gLd5?r5pO)Mz(2ck7EOV`63r9Zh8(|>-
z#WGSLHX!rBQ{sViZGBr$*Z~Py22Y%mU3dnUhZgfZw8W`xbPKN7VC*5~6g$z=4td%W
z3L!ued>9a<<B4+)9DPG{<$b*1)Sp0o6kp|CsGXn)G{AM}Cp;uT!Ee@?`yv&KAU@g!
zIxGzZ`T@>x;0O-}q>}~wCbR{5(;?^$j!+SoaZ3rH7w>caG9U-|dUzy6R@m{d2;htO
zt!AY)#kHJ{<DPilB|)BXgG1eDFb3o=mJ+0c9ykD#?!rOOeGfe22DrpKHO{Q#IS`kL
z!2f8CRR{n1VLm(r2FGl56KYV){cxUnh5?_YgZKvp8Im+FGSd%Bf#1vbIsS|ZifnOm
z6)O#zsqsTk=FpPzMjIZNivL#+m!2t#4fBP3AnWl$nQL?27%vR~eEtL5RWRK*3zDLe
z;7H(6^(anjg#b}V#iMXdSvAm8iAXZ!8i#}G3+fFp0l+LY@n2RLjsyhoeA1vr5>z7S
z5?ThQVMiFIfDnf(9nd+mHV!6HQ^OWU#3=v_!Bg1Gju#{3mXIXlwVpQB62Kza8`mBk
zNKg4L@egbsUeNhU*V3nsmcU<#2kh3lLgt@<;x~B0aLE}EE%;=Fm?H$4p8gN(!|1G0
z=|&zf2swubehVY^+Hw!X<$3dt;Q;gxZZKZ3(i#uE!rT~4@LUe>h2Wq~?n@O6lMa-7
zo;fFnP;qA=fDC8U!67W+gZU-~fuwxL^MYO(Y3?-W4PIEfnFR;B)ISEibj{FZ8TzXM
z4=2v>9VaVG=NJ=eHk6p++V9xy$2E=^88sc?eC7Ro%%>bdE+MWXz!)gNmRm>qHrbZ6
zXEgy`b6AD$f0pH_URZ|MItZ5J)z2FhthuMxgD6SV_~Z~ko+nu!`p30Q;0kbhvLN?m
zjVL2<IS7nvBkLZ;!JvVz>IxFm{^0yRPwE5bPx1>M1r+jQ9%M!`CRl1(0<jTh!6#-%
zz!h4+Igg|>YNWu%c$G6SCuT&GKt+`mDF?yRsiF(y=1n?esHCk!9d3B=K2~pXM>{WA
zFq>lx8KcM8arhxX<HS@Jf!)qxn!e!>ETpT;^-!UpVU~#?vIqrKL_p7|WSLkVY24rh
z{vnu--cWfWHG~+tCsyKXM0~6N(+zWCrr7A9j%CA5qmb=5PKbspu!Q^K35n`)*V^FX
zg-4*mpJkdX6+DzT(HUgIkfm6pfTk_3EnWlL2C3j9JU<QpgQ<eOCe-l2EH^y75|+tj
zfX#ACMy-v014zh?dmI)j0)S|7M5eru#li8yyDSZ|&Z;U53vjzp2c-n`2FYMS3Mdc5
zbdAV=;sM1k%!7{ktzyJ1LldM0*(O6$?SR{XJ*uSgND}gxEff&kP?_c&ab|?bVKB@-
zs-(hMtT6=_5o>4#b(Lub|3v@c2aSZ$V>GeqAQ8(TZi0s3vaVB2bo3j@*n<n<;{0Qk
z34{#$G}p5{ujLPK00Ne4!BLOyZ&(+M1+Hk13_5dtQIqpp>4p3!3(x=w2B3$Nu!Aef
zoY_*qi_of)3GV4iqM%BrEQAGX;T>R(oB_b{G(3`Fd1{&3j@uaw<?t|Y@Z1}t3c<v<
zL?qEV@>ddK+%#{Ucln^F3$h$&X)=>IPmtFsN6v4~=0Z_q_RzY1qBxTorp>bOq@ou7
z38?vs`vxUIbaUL{joLll*G5JY<oQX?KjZ<(EMKy&gh-%njb;x4H%<X%@!Q&9bP8|u
zSP@tiqi5`a^bQ3);$2Tr;USO@)eNtg<|>SuH_)SbAMORNxz|Ac$UF4U7qUwqb}4`_
zwCk2?OLB3TBln>Y<re(L!gD|s$XK=tZ#dY_T=<6br9*OX&HS_<WaKOg*Q|%<6Z1Tr
zF_<sUgxI3~KOKMw+Bv+>$mBLArK5PU>a0Gj#%=j=#x8`*4B(B1*W?K}s9-xPtdJUV
zA`YdH6hPb{Y9OS>1Cx_NSPKTls;Hd6Pl<mAaMff*KI--ZMk}51LO$3Q<x82*>_93=
z2)-qrdn~-s%s4DPq`E2@gH;YH60I2mGZGtI9LNk_s2sI&4yRZHFV7zV+pS~<`Y3Fn
z(WrLj+e{y+2vcUY)oP??u8|XgSXc=*qaJ5fEEH>|hylYP6~II#%!Txmsw&Eib9VKa
z9PAnV;YH3L5wZ9sS95-_B3^_fY0!D{K?X~c90U$zkYdi6rT`^URlbH~5A=h*f|c-m
z?h}qcqybdA!f1hSdR{kd3c3dm7>h>|5dZKPV`ZQCXdxmvx*~@aWgAf_!zj)ki3_+8
zuOJsXkIWVjBTmr@t%F4uz!A`jLB0)xA(p@(SvrPj0Z$N6=FFTJcnEvy-*bb8;QIi9
z2Vfz98+b5#7!npMG=U`J8b-{J+?vWDKs7fg8Ez%=1Iel>DRh+UIHX~EQo4MRfy>T-
zH)sq7xNzK$tvJ;G)4~CRWi6~3`Wwxw@xU+{7?vH^M75b0XTr#)xrUX3H<Ajf1n*m(
z$U#kmg3t%u0u#F7TUtd4gT0~LvS!j5$3}z792t-Phhm@|uSN^O@j47d^U!(8Jh`K4
z5w?*Sg6cI9q!}knqPl2EYP6^=+o5a;WrIb~oq?DHby;`blVCZeT4m0bL3HAOG8L$f
zF-yS+8%f9`pjm>5_t7=#7VE`f+klt1zzUHUeOuGV&#-dcxbOx3DbD15SjM!Wd_kL3
z9pxI?f|6}HGyN!79oXLxoty?23XQ0jFa&i0MmGbxC>gZvF)U<0fY_8}UFa&>IurDK
zt6B%CsyXtE7&FIx6LlF1&ofbU1PGAXYh!q7X|=}wHw;7tj{*k7k=p?*xEolnQq4EY
za%_9y1=!qjC6~a6M)s+SvqeuCsTF{1HwZHW6l8p~3rA5jY4fN>+K0-B%nJz%{zG~I
zj6oo;K{NO>Ls01GVA0X$sGwg#qH;w;8W{2~%un?m7E9a5r{UHB8I}jz(8vg*9yA4_
zP+DwEkygMNQXWzKsQ<(ufvb(;SY~xuPBjK_Sk6G*GiD5~v$C-j5sXLIL!@hXX#oR8
zP|cNRfM9}*TgwS7;Tz6nM;m0@Ay5@rgrz5Lpx9cV*8ER)vvC{V#v{WZ2U-s=LHUT`
zY(k@Cu#&8uXaroR03gW7yd+AN2<GIl#o;;8)RVZmhM#hcY^7CoAn1tU>PPT2c9lKO
zU*?qnp5f!z;Yi~U8n7_%qGr6<CK6{U^0{9~gH*ZZ;%WV1#JG5@GRvY%FK^RR(7WZW
zd_MO7=NDu+uu1)QK^mf>x-e}koIop>Pwb9?(P}Z%L7*bj2YX^4F_f4G0s_O5BK8CJ
zppdEafP9TJVZ3J9sei3j2GKxTkRQ0pH6zv;)z};EIsyp|Zx3w-r(w<b%3=U=iqeCO
z_D3sN5Rj}gfVZ?5xepZ;5P(M_o(l+2{~A!~mqELQfx>cyK(U2N5u}3_c2T|{3Gq2Y
z0C^5+NoUrI*8k<XKl=GG;2E$+Cny20(C_8J-;OG`hc6KbGJkb384sHyn2G}duefpw
zVu7j^O9Jqy5D(^JUMhsMy{H-{WLRspKSDLM7E8cqAjtr8yB^7wm&S@~IyGVsDE?oN
zL?@Xpan%Fh0G+EQ7=jgaunxe;P?!mg@i&%6dgfE!Y^G3h_e8OGES6M_3Hw*M*?=gL
zfq|kq0#mJr6q`p;Fx<_?Gyxozj)n!m5{p-Oo;LCggl9701r7#n>7sH8A!vpI`xVk4
zI{KF!M^K}$)1h-$P6tvl2ptkI9?6Q8i~)jPam;lKGQ$4ki45NNSZvypZ_X=N0GY-B
zAaiX857OoQFUdfp3b#?FTaYIs5lQ&ocR(UjJ5_)Sh*3E$rm1|7wH9}P`w|0TmU$qf
z?*CJ5X8qvoTK!!*WX)n}mVl6F#fg+?!;-6`k9I}!IK~Thqz~L0depy$XK8B1TC3NC
zQlOqTYu-4e@}zE~RjgCh!UUiZpMbE0iQq9PgNo%fYt9k_erdvJf%05m4|<_b!uREH
zybtK`f0h-x{lZ|B2&nJQrj3VyN^}U3FbL}5sv&c&?h2|wiabZNvM<dM-*Z_wz?EwU
ziR_GPpEs_c{>$?qplV&hw~Y+*3m%q3fvwI}MHxMh&#XJYQ8>KjRfJ<)6Ka9n^!PG5
zIHzu0D<V5fSvl?fKkCi|PU~^~|79!LA{-=*r4(t_rWs0Fv{~AyL$+yVQdE-~l;RO3
zdq_BzY{y#4o+T7YkzHj=$dM&NA))^7_x*jInP;Xc+syo4|I<;=@_oMF`@WXXwcPi0
z-2gTQ8E?_VlkZ)E!H@ELj5A74|7SkH=fRQSXINnd5N0UQCUW7rXr|@O26H`6;5}3}
zz*di)u|5wTBoxEh;(K#^0b5{(o&>%W?`0MY=6an__CI0W(LHA<YP0sk1JnhrmWM4$
zQsf7nWMsT|(SRfaVoI3HdyF@iyY^!Sf%j0rZn%7}xH2ujSKf6gdCxSsJ?~K+&fi8z
z_yH;igP8$t7Z<2NVqRFw5fM;nrI;It7QDw!@)N`qDRyNKlJJeGYAhq~^&0)7SR0@i
zO?XZkV#4EeVDuRAf1|nKSnz>|3Frx#t2H02OyKSMp2s<NJsf0!_ecfr*>nkxGdHHl
z`|to49rZ*|H#`Yw!$kG1i~w|FP1EBL@%w(6;2*>a#54NiR=g)%<O0|JJW7)PGXq^b
z-iI3?10-xzQ3FZS_P%$WtPpAdMBH46z<b~i&t^bae(pz#i{B;xas3;SK-9|r0mYT$
zKmNl5aAE)4Io&Pdg|j8atFfs1G*RG7^=eL5^Nj513~pG_JT3kjBi<axFr3W|6`JE1
zhSz1PL#=F0lxz0kb-C^cp?KNvJ*PXW7mg(z)SZ!=v%x{#p=vq$2?nTnmJg-i6!~i2
zA~CYu?B?0&@z0Y+oIJ8n?p)Ex67{#CxkF-T@dDjVA0eJqT2D^<g68x>2qVLHZVrrw
z*C<g5%`($D+dTex(#T>6&>s*jQ7hXwC3k~?Wu#GATkdT0ENhOVsSp=5&x{X@0JCHO
zKom8)4l+jZZp-YF5hsm|)y+Q`Sc2PqQ?k?Ib<Rm7V;JQ})*^B6d1=Wp&o8YsE`60e
zjuxe*)&HdCI5gBq5`n1jf5ZL<Es{&DtEA>Qa;AVuY#QfJ<H(Yd00+a?eK5q>8PL&_
z)~V55_xlhc09)~x1CR^gU}%X$9Bhy_*0pE1dILg6@7&LRy~HY*dr(ooLrBw$1;^O`
zZ>Z~P6AvJI)N`ovQ`hzHfmxnP{Vm?7OJA4;`~|ZIMpjjO>UwFdBmGCEfbNS1Oh=fo
z6>Cg<o#f!+Sp|>0QfiLFeO&^;y$bcm(E|<Z^cO>Tx8Va#Yhk<@pefvVs37Z18{j}k
z@no>EVIsVT*NI~1vZt<>mK<Y$s=ekI3tLih95YoX=@~7dfaX>S#Um#|z+o}MHVASt
z&@*<(&!8VtiX;{mmHYz{nTZo~QAj%!;eH{Y4)LeiO7296fe%BvnD-&s#P9u{`m-oN
zEggU>$|wl@uA-Xb_`uE6WWs+&WYU6I!KDC39-=9PLt&H>L|@F%NJsr8zl>)Q3F+TG
zb-lFY*z>0tKqN%fcIvvUHY?-#+wzKdaARsHuVIlXfyz5|y|m;w2B6|>y9DmOIurF3
zdtG{H##r&l47f75fq48KfEXAh=I}kp9{vrV8zQ;gB?v25uv`qh6M5<CX0iTY?Qr$h
z9GjbuBJ=cY_TO6Ysv@a+hQO}2R%y*KPry)_3}^i<ij>P)L6$Bc5kU+A0M0&8S-GdK
zV{c^}kuB$MRMDyHy5+`YZj0e%Qq3`#?Fwg*JnByvOZC<q8^3@nXchYpTyZ733JIx@
zv@qRcwUqxxo{Cu&VA^^U!dF=3?mY7pTu(CJT}UBKWX=vqHhIPhlMw3ffa(oSUFY$9
zt-*~2t7hWDJhm%N7)8vn7l7q@Ks+!EAbukRgHT`Ca>)<mjIQGsfBw{UCKytK;J-@~
zATdS+p(Dr(Syj`y2wps06Fei60tUE-^=^y8Jh_ymv5Hd+^Ft=VRrmNY@5#nUvkjD!
z>mZGsRB}xGEf6>WtX*}Ty6&1CNmFpo{kK9do)0XLClM6O(_~|0DiD&n(hz0<>CGpw
zKb3(SdAnflrZy8FCPw@>ut=7Y?0~g6r936N4nNas&D<Cyt^QNj@imC~op{X6iJrXe
z463Q-ILJc0<QV%;0;?o%EDHjutFq=e?q38S68v*}gBf)5r}zPAwwwOto|_cd_<^xN
zCs8-{Vr-D${u?#N%9t*hu3ZcutnQj)g)wXmC*?)|-BRf^bBKPU2=29!0G0ro#*2_m
zvk|^`Wd)n=GOkkm7i*4#cEn4LgZ_hjthb>a)l+lq<|&;Q|KR_bFEq$Bb?^SNcrJ>p
zbeu<qW4K|abCV0<{&vlA^k}RJ4lVoN7z@~~IRpz5<Jx4}i>QXdh1(=0&d9gRkUy?D
zPQG{5)t}+MnB>;IH(40|AnGL#cfpzXA3Mf6Qo`xPkR~p0bsbsMJuSTfI-B_3^u3Tw
znlR~m61#~jpl-!A$MGxpeIEAT^)b`C(a%DPzVrgOu$TQl@`1w@-T?RAq&WUu{P$sX
zBD^-O8otMtlzfj!#jixtpbYUJpi;dx$MLD+?)Ovvuzpyx#HiTNkeCbqR!Plqg4v=?
z=syw6Z}MXq1fC7TW8{;F?}G}mkb#Z(XEn$1C>i^gk<I=~cgsXv#s7!jE`sVFm;XZu
zU8<%b2akk7t+EAepdmXJM9}iTFY_MnIAlOPe=-1zQ7xen6$3itn3=HUSDhy7?xIJT
zpI6$uzo`E#5(I785T^b@&2jSJE2=+?W||DO<>roTm@)Iyzf*I}YBVSxQI!1`)n0Q9
zUX_#_d;VN?*BmEP^Dpv0`KN#BwMbYN>LV$L^B)Ke<}g@8919%~;sRW7)}XMEcq$rd
zLJY+ZM>XuQ3_Gs~#Y)X{6cI)HPSEc^uI#1$c$4#}>Va|og0lokSW$I`SVNciScTp6
zz&82qrhzQE<e2)W5X%9y*kcEPEi`osJS7r`s9GE{-BW_6WD54L9CE%1088k9b=Djw
zLv$s`KOuO6Vr7{^HlV_qV-~_AH--!h=dT2FXc$smHOE2V<8H`bntvtL97ClNa~Aj?
zu-M>(Y&KuI8NglU{OukDG(mG5OtgCr0!EZ<?%;j6nb|UE=vD4XFskxSI$lKfyw}IH
ztcpA1XD2p{1^ss+-dai@rE_F;B+e19Pz(O9<eFpSO?EoCiGuy7Vb&y+!iFX0!sZM-
z0<q2_2(ILP<<=aN@(8qWlLh;)-9JDI7UHlE*~Jy+?(AL0mspII;kXe-=bUU0?{QGv
zFzb8v7r1ku-?IsleJuKqOiddr?Sl93u0!6(YmWKeVoCyF@-Hp|@j-Rg95X=I2c@t5
zcdEVS7@2Z~C6pYK|E~6$V?q{~jlD%PJb!|$X0_HFvy{U|8B9A%efs~^U2|;QlPEck
z{U6jEqaDPx#I~q6^>-ML#6GLw1qeR4h$xKPcdDS~7>YxD6FjVc{2$aDqxoV;C^?Sd
z*SP@}`xj<g9W}>Mf-5RHX8%dG*BqO=A)`j}g7q(CvAS!H@u8{Eh)Ry>e-yI+CR#9#
zxGe4~MkK4S<~W4S>{UhnS^uj3nqv)?d-F6<@ZYtYYOOg2cU^DQyCDC?N)$Pc>a00V
zE;)`_nq18_$M^xroEtW?S^ud1n&ae>WALAxk9$w8vjG<IxNy0uwB{JWvw|;FCz5}&
z_RKm9;y@P_tG?#gl7K|XaqRz~<~VHQz%|En%%=Z?OKmuaVUGvN+^VlRPA)lS{lopy
z)mn25?39!oQ-6ynRBz2O_yg3l3y!=q>%XpmS8L6&JH)j!u$}!M)n9X*Tyl*6S?x8)
zVI?ta|Hl7D_^P|+n2G?jEh;&t{|U(=z?iifoK6wQrEvB+5G0yrb3=b6*Bp~&V#(hX
zaQ2^Li9;x0=*W|JB*s_^S#>qX$tB0+|Es;`m?vWSqmtto#<#j_j+0A{k^gG1IZiG)
z#{aDLn&ae>WAgv*e*=-KujV+p<QV@4|1acAT*f3csQQ}Y<dS3hUl0zl{jwTsj#2WG
zl4Je9>aICXE;+{jS9{HIa>=phuUB`?adOEq=WkVe&9R%-!V(P|5Wzn(fYn=boLq9u
z`3u!vb8PZ0QF840Gu2&loLq8D{cW|^9J~JqmWPsK`k&woR&UL5a>+6FkIXj6Ta7ix
zu7sL<;K_N|KfE3No$9MOPA)mN|CGrGb}>|2%`r1a>zFucNd5ont~pLFIgVLcVc6|<
z0_$R}Ms(T5S1v<ULCrC;=8_eGPv}3$YE<>s94D6?v;V2uYmQwDN|YS4{#Wfa$H^tf
z)IU{w%`v-%Svq5B(fyZfy{+z=V^oeuM<vJBUs}asjWMogwbUHr<+?Y{&En*LtH0(r
zQgT(W{P`<xCJZ0@)u#UZrJCcYYPDP~a5#cDoImS%)Ehf>y=6+`sNRx_<xsF3j_OSm
zbN-og)+z8ys%8zxtf$lECM6dB4kxWgC#I*99Zv~=RdD=zIQus$txfITp<_x)YB-cU
zCHiSQ-iJH4PrT?-_SoA{eVrI}bb4=WQ^&7oTQA$wGtWJKJ-g%p=b~W+g~R+Leu#78
z0O{<+3H5*e0CM(U|Lx<~X)>9^&RtGi&*R_R{QO*A(c(ChhVj`Md4=VUUvH797fw2U
zeMoHM$FFB6PLz&jpE#Vk<oNaM#M#X8<Fm7)8sxul_&i-TsXzI<htE@dLd}0cAqzOU
zE&JzZQBp<c0DF`2e@flUN^Ia|g7?(M$Il&)m9LQxT#jE??hZ*uL|1TXdE$;`MJ|X$
zB(W71Psje`iOqo-8xDVi(I*wNmm7UT|4M7WE&YyJgl<LuMuwkM%l;3}o6b%yWseju
zu6ME2_{rxSQ61@8T$);LAa5-b@)k}wZ~1qmZ9`#;fqf}isyO=GGTxmbwfq_Dp$xrq
z-tYk_sr~Zu3i{C)jYXu)95t@6MFHF4)7cP2i;29v@?uw!(nUHKCLZIdaePjoNKOKE
zN;EB}1bKQf%A5r1{CSkwILI)6XP%Qlu1(B5lOALJC{4_vaI}9xi~ekcWWu!Q$SL6b
z^bHiQWun<YurEbJihWFi$%iM7eUJHRg4LzxzUL%(U3%_&PMqOo#kyr_a{|_kg9xRt
z_bTxsVkn<PG)|$mIQ~@}y?A~YXwMX0L`2|4^eB39M6BRN;;Z;57<J++&Rkb;`6Ti9
z+{Dl6rxE`u{`icv_{AA%@gc@C(h}dL$A^}Y9{(;QJ@HjW;;W4KGcpnf+h-)swa-W#
zYflwN;;Gq*-)ANs8_thsuxwzCE~5TAKH7}X9mMZKvySj0Vi%tzt_d9^{3`Ai@FMY5
z+&rcbOGLM(`$qglV3NOzD>*L`U&Rt6PVP9-(&<K^DKgP+1lpvu%;m2#mpQ8hCPt{z
zX;{&jL(%45cm~7rh72E?H>_|-{zyJ)&qo~!&l;Ft*t1i+QrL|7dvwq-M^8-Mm!1DS
zGto+;1nTh?OI{B-bI_o2gOM}Q9RN!D`~_4+C`vkz;P91v4%eGgXh#1Jo>XQ|@+G=W
zDI!<&s?3k1raw~E`jkR>IhQZMTjDav(W&T|BJ5vk2X!zGedV-E0g6T=S!lVkAz9Kh
zvNu7Nz~1N%No2`PqyI^0#zOy*WV%qyQqm+Pd4>T2quW$OjMC4_{3sztn;=UJ<_G02
zN0$UyA`L1>$N*!BA0)fZIVlO0O6|BY*EyhF;>Vq0y;`P3x=<&zQ!joG!SOiDvLT>h
z;wO>sj60KF;-1Do%HpF0z{Wqy;iLF1<L))ONa`zk3LnMtPAz2j7oSDQQYUd4zbr9_
z(aqpNdWj{9f5Z<<&^!JSKTHTy{9d{IkpCj{9<ItrOHc8?w3L|cb^Nm|J}Wc+4BFcG
zU-B>0(^4|{ugpjMFum*#)A=F)C0~`n5BaamN0}+HjEo2y6Qjt?0UXPajD3P2U>Wj|
zG32ANSJB^w4&P<&k3k~UQud=<K8g#K^NyWb$O;gkS@xIN{F48Y2Md_9MpWh_aFVXJ
zWk2GFWm!q8n~%zl6&E5Saw9hIe}e!kYkgDxPKXs)AOHEE0n*rpNSgDHK_}Seguayb
zXo7!9Po{`&_&>OlyiG_!<P8Sjj8EfIRaPB?EdSB%6U>Y59$DLjubH?z0vg*;+c9&c
zXuh%0C-@oNJ|Pxm2A|N9a)U2xG-E>xQ&Kk)0~7b5qzT21(=G0$K(;6f=86RA{*FJ2
z|AR3gXgw4hh<oB~yB~RQ+aquhhvf}-1PRqHp+&Fayun)eB)2>x53j9%K_TfhcH*-S
zKP|U^K{~y3X|vEGqcEeKTb}DZWnrwuJLN$Mo|Sl~K0U#@gmcPA31CS$r+gIWM>$%1
z!$=v@b4wk@I2Hnmxf!vby}pd7SjHL1O>zb{;RgkOGa-+E(GQB18?p09-0Enj9~Z51
zmzAn$dWN11nTT{Od3Hwg7HPS(Gr=9s%u4#4ZgKI?OAWMr(Nge#A_A3~@QPlQ`IQox
z7-PIa7|Ea@#CgR7i-vR<nD0M%!$vZJ63E}6l~}iarxoVMic?y#4~Ukkl>3I>6Qsl4
znrr0)8>2%#fh7^_Obt6`J;BauY}?Sfie}$i))SGk&`+#fBNYp)H`z|i{#)LFJ=Y{a
zP5D^@k?1EzVw9B{dqKN2Pcb}ArD>x`M;4mZb8G7~DT-jrV4|}a+hy3%%kCO;sx(p}
zQe_epLQwKR-kq%m6dbVU&xEVX4D=tcc_I}7+{FG9?!2K^F3}&1;d#bGQhP9pLs&O*
z?SR>Huuv!#b2lv`XEQlHBU#RHP0Rf|)^D)fZ$~H8k~SN5@!$^DAJ~wa^KX1q=o#fk
zNSA`bzo83PbR%{M&|}Io4EUE8D2(3{F&B=kTaG#dQ!>U*D!V(!+lN^w!u|fJo0s*+
z?lKA^<|PC8C+)ocayKu|KVtpScGHr`CTO8GQ(Ptpu@N>qvCy`|ncEn}9lK%4DD<j;
z5_WL1p%E8tqMKL6&9q{X)Q4K}(0|Cyz=>vf$^)CVT`h;yp7ubKeKmpi_Qy_;+8T5k
z+d)2$RAC@tLZwxDG$0MvGr<y;hR!XlKQhzA51;@QmB6*VVNffZ;=x01Y)gG5+&+3X
zUbjRjs>F=S0hI|meDkmMjG?!TEn4}#Mesqe?TamiEHkA2Zqzy^i~b{_L7BqB{FMdP
zBiRrctw$oYlA8QUP#1RTM7_<C5w@xYy|-P6-8oP<RES-r<tQ4>n3>x}n*j#a+J7i$
z0sCLVh&H7Kp}Y?z0(4X#Xks(GI7y+6GQ-K=Qc`sTCu}HWDU@pr&Nz+Qh8(_uc&MvO
zimGPN|7d-2!?gz2BH5V3O}MFRl44<4n-u4)PxBk`(H8WsT5v8B545%dfrb*C6GxE;
zt2+Uzq$$JVb6a~;RO@w~|3@Vhz!6>O?jtV@9ZA>{Xr*M-mBT~$IC717*(5E<i0fBS
z#GZvTre&5cq(KD>ivS{aSqRNgM+!t0ZT-#K0fL;RK*L*y&;BdcUV&fBQRqjD1h^I0
zPPR%v+90+g6W++aOXbzkPDQ1?%|mM^WeF%^;2sa*N}DU}s5xh91Ytx50Ps8<pMLJY
zb`I7bLqALNLPd5^54Hv&yWA$45lhA8dR6v!?V5Wdq0FAT8UPtq1lE8Uyzdv<?*fg%
z&iDy)<!^gH+r*msOUj)2puY-MroA5v<ILOgpb}{1HWHuZJ4woe<a?Pv;d7dXA!M|-
zLftV}J}`Vv0c7AmM|06O&?9NW`7d_MbQ=&&aN=qfcnHygRI6ULZi@K6k>*&TZxt#`
zyKNW}ksKB>e7kz`uQnzC7)>_$L`<+dIQ@rNnko?*d)9}}|IF0B#S}jBpWP|#(gT>_
z9oYL`6P=j1tyAoFEMZFMk+hB%8c_!t`wQ!vAq`XJgspJ?Enm@(9Au*&5ZOme_}9az
zklbja0?tP0um}ahLm4|XfnjW8;b!ummk1P3MeZpn17?_=U7Aroiyh#4c!&L`#fXP+
z*?^z^TakeJScjD#3Rpcn4Vlml;a?j=$Tv$vfjFMWAh<nEn)wZag#a?>h${Ssz?G})
z1#V3z(}MK=FN;2GEV`n9Dj$s{Jd#QK2j97m_|D#2kQq(jUuex^Y#Pl5fgrseN5FX=
z5E+)B^$wE^H0FwjGcO?-ig}IB2x8}?Sx?lR^KSN&_E<h1P6G!nq5c#lcmE+@(g==o
zFgW{%!!uxs3WYc0nLZxA7LKT4(HPEok_-Ro=h&-Nk1327I#||g<*K#3Dj0j4pbyoJ
za2($7i7bW%!B}y<{m;d3o49x@tvuq3rzVEG%3w=Q4h?ZG+{|)T_bUf~0cP2_pTbzV
zigojBE5tf9l#H5}ThR|G=r+b2D3F!VS_UQu<@!_q?N}M3n=))}LZ2`so=vef#Z$BZ
zB>J!@n%vq}d3JFJuC2C3%au9l2X-Q|w)8^HKz{Bc`=F9TLn5KA6{i-PaQp}?qY9Jt
zceu+sFbB;b9Mm9lx=H9c2*AK~4;Anf8?N<WDZF3S{J4dG%LdZeil2<|_sTkd&~;FP
z0zZ3{>bG<945y+nQU=dSE1s<eBcYr9R}_xW&O-{(2_ISKae?qOL*bHOnwhA5xk5)O
z=&5XZkOXI&IXD~+57+W#5I0Dyig5q|+_2R;_u)U?a7F_p=@oluT{itUaH9|<JsyPA
z?kkWV9k%15&C(G?1d>ni^mWroq9ca(tK#7d3I|+E#w`(G=BLOigf_;a%tJ~sXMqPc
zC;?Clng&%a$c%Z4EB-wu6iLF8fqS%j@o-U(2xJgeT_equYha9QmI;=Ne@GH1+Mv8{
zXHpP2ct_c1fOt0C#q&b!Z9{a$Yb#EDiav-Mz%8(`)ZaLA4wm90{XS2tl5of;L-DKv
z&;htmx;cnb)WUSy_>QT&jR(ttXhC=ue;tLAZ5V<>ilQ@Ld?lck#$k4`fkU(#V{im~
zLB8Do1#vtqFzgBpWhr)9!z3#x_&n@Pmf?Uf1+ly^VzTuUH-PK9U8tD9fa`*p5fE7i
zTrNNsPuU&boRR>8G1Z(F#(Y6I7>(5B$G9zWO#PMZ{CJ3D3KlQ)AQF}W;=uwW9W(<U
z+`1J+mA`RKkxU>}7lU~rV-P`4Q6HJP^Rc}P>~7%UzG4IY3BXgun*O)U1#t;R(!s+&
zu#}7GKHz~`C{75p5NIueb^?Wi=^Q}>GP(~1Ck(>#D>$!UGIf}PY$#b=qyFQrGCl6A
z6N*mY(y9~L{W$*zG~x!DsxT`LRMR!k^`tajKI)8t@&H(nTrdvQ<Q&l8UU8P4ju!Lb
zyd>=>;sq(#*B$&{ScDkxO9~zkPc5eh5?b*nl3@P?5=|nQB;dl*97N4#7y;i97rJn%
z@SY0?F*zv?^u~8H=GCepnrKa+2aUp+KZD19v9SX>aXu83w95u*5ri!q(d*7bD9nJu
z`KKs`Ff31iP`)xkH=?si1OI2_2HFS~GGIxJ?g)5+$auaJ;()Nh*MNce&-@ar!ca|Y
zsJuF0oQUQ`nIx$TBo{}Hq2qr-K;{ck`I@ewm<7*&LQ}wSr5LM-V2O0liZ3GF)vYFT
z04YUw4Ydb!`ydqy<ijq25qu8cV5Y#PL9;<L4-dEsBE|?PxsXRAnOZZ{1Tg1%ehj*J
zikD}6A+7M#&H-dJP#hbZdZ0Fe7dQd><5D8d-iQB;1-ZGvi`YpmjJnoezsTRfaE8wu
zV<Z!_b;zTUpyCmZN`oKn5%$;!5ditntq6+L-|L}}WixJ__na>rRu82^?vQDQCliSj
zp&5q_hIe5%Cxg%&<6|N*=mPl<rwDoU$b<0=?t$V$IVf;R$Stg*6Y>+G3d7_SKh#KR
zVEAZD)T5QrLTsm?w*!rkCvri|9zOAk^Aiz4ZG*v@o@4?352E5;XaNE+;pfCCSVBMs
zsXzgPpJ%sRMhl#X7u>)j_7p84L-FEo9)Y5{ogC-^JZ&N1A!dAwr9^XrH^o7uFqUU&
z`0;;Gk7#CqE*vt;MJr@EjQDsvTi~h5`Z)F@uxvjvD=-+5GG^5ARv>|EhsZ=k56c`O
zI65G#*~u*OCvB@KEcqDvZ`jzKdmB9PXhKXh*l6Dq4e@ihFGdxebKE{oH`Alj`5aKv
z(a@|$2hyNqLH`X@iKsA6^d^DiSW%(LSV~PWstCZ({J8{C0JFHrOR)O9rU)JqVbyp~
zh5*h3AIdyj;nqyo3;;$83Nb7$<#!+m7LwWO+iDLvMHDA4fQxp{J3=!c7+KIz+5d&{
z;-`Z?fFu5ghtGhke8Rz6VxG7!Km~6Q=b9UNsHh@GIBiU;kTN6P4d?`2MLf{P;4@4~
zPUDnmANW!ynh}bc^q=5qwyzZ!855-T%x*A_Pi@+Q0HKJ%N9JEN7a2CDlk?c{5RMxO
z0Mc*@@>|@57~{@BCkBOgDbvE~kle>`L_|{LNl#?Te+GpOhxEE%ViVpUe2tnr0u^Wj
zx(YF^nZzvzXT(Oyr{4hDp>RkCFpVwY8=X0r2wG}p_zshx56B3)0|yt{Yyv@nlJwu<
ze}Za0kc$VTRPspAe1!T?NF$?t(2>B~3+I}92iS$AkiLPq=zyZC#{)xj=y|M^f-=fJ
zQx+1S8J9pigIo)bbF#?)5e5bkBKnJnj`bn{W&Y&3flwZ<7Vs&igTdrmD2}y61i1kz
zh;TllITIXFFavA@-8^JcR*4OGi&7+8C!f;-xoaA~#cSsLM{dQ(0I1Oko*xfpnuIId
z2}|v{g~)=^tC&I|eK{mqsSwc^B*!$OPCyrY@$@VGCua|IYt+#T08L=#T4=-7*b3;G
z5BoTO!#+dsjhWh**3-Jt2n0ww$jPQ~&H`~-KJuPU1@IB`3Rjsu{~5(|#uMHPP8g3Q
zvjM$4AryKdS6Bn+V~rEPWS9sm>?CvzGRFBI;4xB57d~zy{&`p&k7u030FocEGQ!od
zvPlNu!9)QV1l`8*cI!qR84~t`yD(7i#U<wZ844O^h>AO>F+vvf5V#+D!TGl;12WFz
zsKLg>LOgzs!@*o}I76sxy%ghw4W4X8Zj5hq(#;*3P=l%r0;2_kLLL;afOIq0i+&y_
zBHEkW!cHJTMnKYlv&O+c@)n^3Eo2Ho3EEl+8_;QP3{edu{3*z1P6PQ>9JLe>9pBDG
z1MdMMB-|5%jT7|%q=s4p3Mjs?g!yn2*n)nE1i9JtAL4vV6@w3OzS$WLdhuuunGI<K
z9BxR?z>r&FSG`3(XNv%j=jmLhF5qq>xJ-oy0w;c>uf!w#CLpj!apF;;Mml1uI~b5_
z|1nHYuz4Cv^OPD4kU}H?C-IIMJt`#U&~Y&gZJ=sTubxjl4U`FBC*Z8daVjI0l>xe<
zC$BvR7cu9Z*$)q;caJQVA@m<XiQohZMS=nKF#;fLKz>awg4%Gwf9V&^H^?v|2_i5U
zTn)&atNFnf6lM@RfeNLj#+aFi0zei42cII$hM&|sY9kpA0v_WQz=p0Qx3d%)6o4VN
zx_9A>%XG9DG;>04<NgaODD<Ek%vvZ_X^r~rWI-Q8u_NdQm<pGbbZ|g15EV52yho{9
z#0VL9s1A``7|hP$hz5ZS{y&rvL_Jtc$C<c*f=RwdN{IiF0&oi1H_X;WG0wNH2n^8o
zQ&uC`4!(o{7yJSk2gGB{b3K1T3(Z&n2m}JkkOcuAq)SMbLU3-ye5_RFVaS4?ASu`|
zYxm7@L1KM|K;nK77dM<?g?mH6VC|p@i7Y6fRe?TEit``wew1&#RBnb)I#NAaU1?2J
zP$_&NSb(dclY&|?u^?(5DT?`lDyCb&5NL@r4?e>}Ot13dGu0>u5uS#Q=uvriE%|o>
z2(SpHQ|#mq-X5Vbatbl|R@0;C;mPx@0Hspl8}p5MPCN%jLl=9lb%v0Ip}XFRkAe2!
z{V`bKm)rs}fTdJ9p_$qu{y|xbV01XOdw$}<2CnfEzcUPf#412Q1|F;61c5V)%|m1z
zS7{YI+to0JPW=cMkjy=7u#B-q9-shs!K>zb7{?^&KPQ~wyP(6sDx(4zM0mz(M;7uO
zAQ}q{%#&0+GEH7UzVn_S5+Vx9e9iw5NGOS8hRhQNA$qPCAS;lbDME50ExwO(#QYZH
zg!~&Y7mAMXEnLPZ&4EJ`bXjO-Gzd>P>zB_pIq*xggjyc#;|bpe8`4HE$OS6WHXxv^
z329Aj7gG~gu_*{MStcYa^1so1FdS|mFW@;-Ll7Z3gvVJD1ev#UKmuS5$0y4&P{d_-
zTuiP7nDO{b)Usv*p~X<WeZdHbmudRDjKb?pUZBVzXiSX<AdppjC&$h+f{lT)01+>P
z48Uiyb<Bwu*h_AU5#bRyD5zt=H%VZU(&0-rWS*<Bsoa?Qc5nedSx5`4HcgFrBLB*x
z8K-Q3aHNX$*|h<Pklv2(L)-=;$XA!AFuo`-o-)wOsId(yoO85^mJ5wg4C9Pl#1QL>
z<A_08PrNoUfkl8*QUv+qV0dVZJ>$0AlAoF|62VbCtq@c}#ibA8<7{<9xIe}SMZ^NI
z837iULDX9`AEW}ZJps8WK&y;~$t7y)!BLDR^g(D8-x#;00~6!IvTN`4U6E801q=cr
zX!8*vuuK-A@~D)bGk+avoD{JDMv#bQzy{nv4}-w5gN`)AMp~V#q6%%eyE+xc962rR
zzZ_;|t^(7^6Firf88SfKFhenv*Lgs0^c{^Lla0;PA<@y)$Hgcs(Qu!z3;01FK}tPl
zoqDE*Ebs-NBC6a6aE9UJ(__M?d0G8k9Rhx=Go}`kbVXKCOlD?sLL>+V2N5;0!{<X~
z<78I_;kDPfH$n;VwPp!VN4E<d!%N^_)4ZB4UU2>?7co$%!2FS2q+6#;Uj}`{YscX*
zMsTqOHxhZr=)w>UPRIoFD_k*{L5SiU#C41kumpsWxPgv%5E>?E1PcUhXo_y=6Vv|`
z@zakrOmc}q6Dj^V@6a5KVPK5V26MiG04^3+x~y2>N#`QERvnWHbm|bveXv46(zzpf
z#lRS%4}?Pch@Ahd@y?2I4z22evfzAh6CESQB<d6A1}79i&`Z?$@PHU^ugW2TM(S{!
zOOXTZhJFNk7_P_FW(>Nd7$p?d9!CfQ4E6^&<%mB0*F==yw_&^ZC3C=fb1VMO(4w3N
zPBstHr64nCG^4)gTW}R`&<V6d^NeEhJLZZwqD2HUu6S^*K@RB$%nsAUyXJ@yae?!%
z896iH15X_x%gg8t6QOgk3i!j!fS&`*2GKgA+(-^$aNJZ9ydLfrZM=Yw{M3w(h6(I2
z{tKp=WEPA=ELGm{8r_SjK88mqp(N3Acn6^*UpNZlFC1bW^|hD*%7rN=87pSOQ==b#
zCIeV2&`$<r7^?w{8f0o7;AXJQg1ZprLv`JC^dDVUVtJ?uRXtrJRVl!6cV5m7aZHc|
zhJ(RDyBUmT#P4A|ID@I?mB~0zpYKRO8TTNR_@w4hg3c3|!$bXPln|=nv}ETK{{Ri%
z$ntlCXN3#-3z02a!MwpXJzwP3jD?8@WX#`S@q88SWq^VBhZ-74W+F#gD%|Kwu$s`A
zS^E|80D1Uj4*fR~zpyC6kX5O$cnmFdMp;e_q(-*+nf?K~9K3nrgO(<0$n2x*2$X&f
z50dEENoK9TLw*A+Am4?PV^TvSt&w*%Q45L&kbi--?r_l2!Yx$JVZT{k>>>7>TLlNe
zjJ6I03WUHgE@&Y%t1%j6B!T<Lc(q8sk2pZ~@N<+DT#;IQAWL<=U?k^Xd*%wm)}!O!
zpt(F+7}ie?s~JpQU)^Dt-8YIMfdso;>x0AS0ig?==b<8$=!r06nh{QNWx%;X9Z-by
zBl}Q>M+<c1zcf|M(h!vNgKjV5MzI(j&KCq%VEBV5nbCCZm%J!9(Bknpqb78lAPjMG
zky>BKGa17c97!yJ6?`NK3B<^mJyz}6Aw&N!Ju|+=Od?B27~=(*;k|LN;3`EOf+33T
zq>FMuGr|^mhZt&TXyl9lGYylj02-i-ZGj;ME8?olawhC#f^dlda{dgL>&f{ucK$(4
z)JmEHp>o-^3lJS{lJ}8o*m?s^&tru45Y+S=>J#K1_=Q!dAoM0&$4cT0AQB28(5*uU
z$h#saHSELU{vRL+u@gK*H0+VKA7i6jBYniMjMR-5umTFQYy`uMnedXtaKzShBu`?_
z2n(-SYE#2u1M<bp^{0WdU|n=&oI7yG`QIT8K;+M8xiu3BOQ=rS00KsswR6$X*e@id
zF~EQgV<(FTF<qY5;~_NTA<C&SGEO$Zhkm6{ZqOZN{M=2)w*gNHa5H1U+ABN^0JUT0
z=7G%cc;Xyd%3SQe5433eky;=HCV=r^0-D9G&;y2OXzF32%8V!uK<hEUGB6b?7<wDL
zsK91P0Xxs1H0Z$jWWuiJ5hC%0X#=PYafxoZRY(}BlI8-CcW25w6dg!mnC1zhfP=w{
zl&G?ifZ-OwIkE&sz(6U2Q5W!K2~3Egp%9r^CCGh9ukv#VOXfx?N6kbv#)CL<S9ppO
zDGShb;(Tl)G=dI{8wqDHF3R!BOgX>9>T@j&b0?XI2&Cg<MiEDv`%e)Cy;`A(fe5wk
z&czgKJOy#h2<j*32WOq{xgm7ZXcG+~qHq@p*D*5zg;(gzRiNOM5;-zwV`e+AOCPWm
z32K=UGZYF2hkx0xg(CLj5;NjPbtYb!Z;%a9Qt=TDaJv|S5g<JDK>~BQ53^+0s49$h
zJ;)@h9S$K>P+0RGE@9$vf|uA|Vb(QY6#`BNi|68afHuenb^|Tyj`TpD0<n1wkwZQo
z?#d7}ni-mI0VBh#%^)CkOvS|~Raws;fkIir9Lcx2|5GQ;KRnX4J-mB(h<XE!?(uN_
zTYJdzvZDcPv3a<bDtyQWGBo8Mra&!q-USNN`M9Sr6#odJRge`$d};O>p)KCt{V%NF
zF&^+8HNwR}YlTX_<(4?u@QQ2&@-51l&)`Q8J@`eyk&0{c9AsTmD?(7oloj)a0c5&S
zLw6OjXNrGe3YJoDLsLipZ3cmpsMp~U)i4pDMcfb=l?T@W;us&hq9eK^NPvqoR!0?G
z#tJpbfIux*2iZLm?gc*)Qn`+U0+b=r3=kIa5EC1&p1A)nxC(B*zypBrMzP!)DJ6qJ
zghOOxIE~;5x#aQSuC|L6UT%S~^R2%?(wVtIx?6M!L1ARviIeQm#PxFX3p^SM1~mo$
z`3PAzoe<KmXd^)5ehsZZp)`|IVfZPNWt7lF3=m>8+<E|L3Z{!JC^)Hhn-MbXhFNF;
z!^W=Qo?yDcS8ztSN3x(E{y(9&;sc_9a*W?)6ow?UK{8E{9<H$p65<#T9aRmzK<;&1
z(L&}7W-uVOR>1^@0^zwB+1DWj^+I%jfFmD98%_=o7XNiJATl7#oq$II1qjcrxSd;u
z4JXVCxY}csXNcxngqchgPOA<OK_DeYR|fHbN@hwCR_^51EW)#3noQAYF@-&HD4f5?
zY_RXr7qcT8gbBez{5MT7iiOLii24|YqdhPdK=#pZ!?q|i3yzf-4^7Axp-Y}vZD|KK
zL5lELygvr7ScYhV^*^*7z)&!>^m=_tBuXPjxPbt&FbKnGY(zk%@Kc5hF%d_Z7l|pu
zC163WQErozAsTdP21>|gh6~CH+L$;ophXV(Pt?KwyV?&o%xX+Pbi7o^ELem{&gGLZ
zV`fK+k&E4ciTDdxs4z*Uung&5IzX9Wgk?$%5VK`!prtvLpc7ER<qNlTh4WvC+`_!M
z6!9T2f?ouis5X!Z3*0>Gz8!XLAj!l5$T1EolBg1D*}?a4y*Xoi24r42BgY9V2yl=t
ze(S3s2TUAVaAny4tr-9dS&;&0$yLG-Qw9Z$658`QFaZS7rw>>`SfvZ<iSQt(NG!}V
z8K=vlSn1iioZ-GuWlCU1<-}N2(p5nQ!i`CA!D#oNLUi65qw+YUn}>&uQ%E<wS0vGR
zSN638KokzEtRnp6F=mEzT$FDec2if<3ZzBERZX-=u|=iajzNBi0Ww|x5dVQ)NF<{m
zBxc6&674klbIrn#6I9^Gu7aSZS^|ue7+}KQq`b=zxMhM4?@g>As{C3p!zqP5fH<7j
z02xt{`7<LK&U;D6{v#3umB=c23Bkmi7P883kOflED5Z1PJ#+T_;m59xxEg}SyF8_~
zhp<%VowYrLnBa`-MLwK%ry?~}N`~jc0|Zxfl|MZSR7h?yFjB5?TKI~nj}~(c5-;o`
za3Pb=P0?wz+MWM!7j@&Inps3yYN(d-nClpbD(x}_dV)X)lLh(BB*k1%WUeTj^2Y4>
z74fMAXC9$dy$(0;xfvpdtT1P#-o2o~r7(a&P}CIpN_@*SATqaiQ0x%lSNt1NRR|}3
zwA)%uabW-57At%TP>>pJMZ>Y?$g0MKhnWSlE`mjK+z_+&uI{;x8TpGQ;B+%&T8NXF
z4#637cB8I#8;=riK%be{OhEjHap(o{2W!_zvi6*4m;dRaYvJ74M4XQGGZUnV;g?!E
z!xX^7ok4D+iWV1*473X30*~Y7`2I|bfCg%W00ba|&I|-k3T6Xz=s)u{%*@BzafcVH
znBEeBq9s1Y6SU#6T#X2k+k#d^$M7)_-eL2tc`w5l)P$QN3BVKoGd6?@uBW*Rh~+7+
zfe}0bJIZfy*0KML4POo|2<gN~3IGon4$*}eq|@ICE{c*K2h<3rnBi)SNJT(gOpLoC
zA-HK6q#B;<^EiEVi`QZW15rGAfY=z$ABBWuz_~R%4C2A95IL}r+aWF>9#lXBgtGq3
zH>zyX5rtJe4Br^^Ac|ISandluu+ddjSAk(I<|1w{l_1;?5E-jO{R<3osf?Q<fe4o{
z$>_ju?!*Jk{wi?XmMdJ*fZUMQO=N-`&*8B;B1AX{y&jQCNFU-p7-S6LG~fW32=BDx
zx~gD5R)YE;Q%5=)c&bd1L@b^g{w!Q37KHQ+)wMys(byOf;f^y*aFjsAy%27!G!1E}
z=59beU6X5MIUso0(tt#uufUb7r=;?ku-P>7Kc+`9qzWDn<F)b+OoGWe&IqAyvmPtc
zQM{lJ#4|wy2#1^xGJvO#_lW65OtE#yfZL3X5p=_i1VBTmAP$;K3H>h3A;5ng1sn=4
zkPY*J)SEKa0=nx5s{p{5ns+|z6Vh)BWYqW==LHCstjIG<6g(5~Wx8-ymTInf1v7cD
z{y%Y(!Jgvh`J?bGVVjWc_&UD94LlAQ$oDQiz#z0FAI=(>03p%==J60d<&|teJRv@c
zr+ex@7&L6JNg3070vR4)kYvAS{hMcFAPpr5iy1Ob6R3^D3@^?38#IIRYPnt#DxhLw
zMx+jpVLUvLJwRXux(_upO)gErNqj$-8~7Va5u_p~!5u^Qbz<EA03zx8voBRpz+(Y6
zAil;#Uxrzt3dFq-%fwq)xj+WM5@gVAd1keFC@KgH1)l(ALHBvG!?SRK*#o~=6GK=N
zJ#OCuRmnd<OjL{cs(kw7`XIW-hS{1U?t`)LZw89&5>hfUVmw);NCh@48}L1BWD0o!
z1Xm@&en3ebbCMjv`6QkM!SDoBWzJt<)bJ0r#JoT;^ZEg~(R|!3ga<`{GR_T2fmy<{
zmW}x!@q7!#+_r#rz)=e@6<eHlet{DM`OGBZcJXb#6XH`{AXGY={;P~n48ry^JAMXr
z^nTH2e#hfMFo=!BGBlQCa82YhI?tfQ2Ye}hAp){C0!Twh<iV>A=UrWd53mo@%<s&6
zYDE-cf>q8x$7++!U_@|DTt-a{IYJQz1H*seTW*P5+qhk87gWnE29)AQ{ND)DB%P6v
z>m{zI6O^L!F1rwvK{Z&#zj%Ow8gA%fu=F4HZFEo60`MeQ5F%g*479=z8iPGvZb}BW
zB5wRo)rLjlhiO$)m^$q)I+)+anglaTECESOMu)5quLIUHECW>RztWEJK#rjgL_x+8
zZ3zon@W%=nH{&R~3<``S(ZHBETT&H(7$($EI>AfpjycDoKuHt!@tuD>CEzR5Krfgu
zdgDOZ|A=1l1Ec`|ozbw6tZv~P8eB092IM-PE4%O%WeUs7&`s<&DUCJ=+`*C63sy@=
zS1>43lw5=WFmeHkDTv8X1iNB-K1RYAuDDd}fE9H2zKPP{II|=UW&lXEPCNfIOy_%8
z1WP~*s0HyOcfw$U#SHEd5?aWSPKibePYp_f2_T?|(x1P@1M;8ZjJwxEL}MtyO(7#f
zEtt429Goz&Ar=fEg+2pU@DE;Vg3N-uM-Cv;=VcyYvkt-vK1v4ETa)dAvy_ZBvjE26
zA^1=DDc6KB+*W`U<grQtGQv@Jb1(;Ph7-m3kpvA+04nj{G^^{oXo~0=$PEFQhJma#
z4g!#pZ`wYJltcXo+Ji!q|3a|bg5lN~nP%)KKVb!A5`NGyMh4MkNAL+?1K)(@I2eFP
z2jhYuGEAdqmsyM?UG-;33>R~(oIx3$#8mMP(GK#DT5uBWyhUSpKA6mm2u5I&dv+l&
zsDL8!Ab<*-6o$}jxTnEluEa?UPu>bO$VFJ`^e!kW*=5992@v4CEkA~p5Fg3z&-v?I
zC>ly-3uCz<S73&M+?u(vKRcquFjyrM^McPLOuNs;2ZQp){jiJya2JRQNQeQ>QTNjj
zG%QizE%E?!0q!0E|9ljZjyc5(GSuXD7zXS*BS($plCHUw0Q_}Nv|ORR0)t~>3L&48
z9|`iJkBj1QSJV2!xWcb5ZSD_kQv<n=Ze2_3zk-G5LlR=#4fp^g6hYU2Q4}3)Ote`o
zR&cP21P@Xjp|f@fNCE*(!iXP03tVIihsF=#BTEci!-61LFdIIQd_xD2EgVwnpM@J>
zN5qDDW@^mqhRw48E<*<!bWZ?aln@~0jVpaP+aNtN)qO+dAvF@?kcpZ3PAa*lh8gfU
z98w_LMLb1YxOUGO>pw>Q?B;;W=q6;x!pU!l&3qsp`C#1((i5;kKB7e8y<3jCvnr;~
z!&S^()59QrW;|;qSTQ7K2c<AQ4gi$pZ<xjYR~MB?Eih7y5QGKMaK9uOL(uPI_HG<8
z0I_xxR8S;AM{Nf24q`_>54JG|@e#HK<>RhEmne#R<NgAoAD9h0`GI~k*<tp7^TI8d
zM&}42)*6CA8kP{8g82@>7-7+B@E9BpX76<1D3rs5pgYFCm}t#PxWWg(2rdBgu=(l<
zAOz#c`XKe7B=o@jp#F_{;f=!pegZ)17y}>7&9z=lvnr&tn$LtE+ynQ-d@g_$3NZvA
z-ApJ3J9sRflg=7f`wgOusuFY{)_R2wQ%{&DWu{U8#MqdTVg+)A1vcP8&Vpp>0B9h1
zge1MhhJg6HXca?tJ2IM1*a4qO(JH14KtqIx0p)JlH+hQ+86Sb5V2}xU9<QjzxB=4a
zx)gYatKi-|<2i#|R8AOG7#SQy4`dhVb;sP*V6xfxh-@C$nSeI8sem$L{U$!a(Z)m>
zZb56F1y~yF1>?s0zhR}Tc3MQlf+09Muu!4o#>PUf-kTFC3`;Dg7LXop4O?`jnX$Y4
zz)JoH>CkO6fl8HF3hx;j+ziUgz@RU<26d@FQ?(fZd~q8F^F;;2ny<k)025_B^y~C<
zi1T0s2{$AKDxh${G_!HV&mkHWsaA%c>V^wWR>!zrDlBP1jH=Oa^aCk~!C6}tvu_1*
zc{xruqa`F^ygVG{qx-zmZC0k4l~=+b;MQ0G2{H-@emzeCX8D~%4DL5~LN^!~$vdW_
z%T6rG6WpqT{}*r#u3&xO2{^8kDfs{&00_a>QNZsqafXJQ57K@^wjg-sx~%jD&6%OD
zrt7|z*&&>eSji{)VX$U^(I?|(^pC5w1u+Pxsd3wlJJ|>d&;~UMgyZr4VMJ1m&kZ4D
zJVZvscm?P>NO`KW;f4e@Cm>7i12Tp*F0|a-`-A;qI=X0t>{=K1pHlb5b6u6kstb|a
z-rN?WW$Z$R=7PW)bT`<-$Kq<u4zQ{jV$gVX5SVB;ymv2!g9kqlMto@`!fd+93vm?U
zASEtS;Qy1I;gT>z?H-pB|0<qvn6-Z-T=h3_Ch-6P5o8_%R&oPkVtJ43Ghc@2otTcO
z2~LD<H(ZOPqk0x3@IBWF##9?Jjl!0$fAcuaBhkKA8WJ)v1Wd9zH^U1n_uY!-buLAi
zUUChL07OXP4$MtxMUq@gus;+^7=rMKiT<r|*EZoHBS})1{ilu@{L@?pfx#&V@aPI9
zJ{rQuBvBzi7x^=fp??fmgMsdOAtT28T_@uD@VVDxHRJaSK2u;UB7}q)nChyrwg#GD
ze^@xcGQqOwK@ip<nAx;2n+FBFme>{DU=zRBYYGqae!4c~6cPh8W5RRuIe$tnGE)YJ
z4M)Ox1w1P4@XOq=I`94fBpZGhXd;G)r^#ir+s26uPJ!dUNF(qOd2JwPzT4ahOok%T
zTG5ncsI~qNvd9N!X-%doiZ;;;H`RIK#_$&5BQ(`j#}m|Z(>{hR1PmzXjNWn>2wpz7
zmfs=8fWM=AhVjr`@u|yDyhloix~zY3l@l&|0jjImF+#-O_YpGa*<r#opF9Fo<h?Pi
z30AK6wgM9GoiPq8?@?OlVVW{f0SGqb;)EQ8F1cz5|B+in3+QD;m_{!Eok^xa7le}s
zST?Tjr|L-ocDVT7>$wf@5z9yvO)+WNxgU68Oz8vNrfu~DzsE7*y=W;Fk$+IhbST_X
zCDeO9#x(HWtQNdeQxPS}Ywso?6<y}v@SRf5dmT@B3RxKn_JCjV3D{-U5aeUX?i&R2
z%l%>ht(so`kE>ecKdbOP4<M+@EXXXNfn#!$z<7tvsJUNyT2AwHJ0jEVI5U?v$oBr@
zHTw_Jn&)OmZ?e+p{Tu(HOuxV6j+K4r{a5}uiC&I<Q{Y(CPchNF*>2W6r%aP&9#Ptt
zk^P_P&BFk~aI%}{W<{d`QJd%Z($8DwG|!5EUS?#8{*3Vk!yAmuMv-v}WNa|97W7uM
z|6x+gM~0SYz}Pn>izdnGaeCymU|^0QB_%66t$B<1VA9jlD;`*)KjTIQ7FvUbfyGj?
z;|+F8Iy>8ux#b2l3w=QSiMO;fWJbI(Xj!I*_MnL=|B23!#Qznxh73(bqx)3U53=;L
zWPXHBp@}j6ac4;TtcL!>6}N`0md=ndZJSOs?yyUv?)vjReh#@!ayCK*woK*2|3a@>
zj6q>F$JV%;$s{(wN<<NW3sc7S7+KwSEEYhDy>NNM>IfIz4A?`Ch5Lwq0He_^{{xvB
zP25<5_Mkj)!c80`-T*-D)&Wz4m|&tEe0o6DsMcJVdELL*8PfhA*gD**VEed*4wc(+
zTn_^2qwlqS#6qswxmtqziBZ8%#NsnIGd@^#4U3M8PNy5y@SnLJ<7-5KamPiIa^d%h
z&XAlx49N_=xiKahG{e{BXRiFZ3?CkZabkcWa9~kgYtA>U5ox1*&mdf&F|Z)0gv7ch
z{yuKyBQu4CgG$kWc%B%G|B1=d-3V6QG6_R)X2J}}CGxKi((l2!h7D2sKoS(Zh8duL
z{CfR-en-~7yc>fQIAFJCavuiEeYE0I&i;qthoz*2gD$CAYyl}TCSE9ubRR3dGbH^_
zBU0&D$9c-5oJr(}B`81yLj*udQZ3Q?!6bN$9~2~9*D?erh;!V3Qk%GL)14u$|5yD2
zi4-~$Y4HI>ypl4^Us*5|$B7~~;CdV|MvQ|Rges_STt*DdLrU&XbcT!>)8Lzs5R3EH
zNcPWa0Vzoap73RLMHS{aMWKznM)Rd)Bz#C0`yx<U{VcKu?0+TLHttuLbuUU=L;AWR
zn{U8{>!bsTgyR{ZRC-0G)mZ(60e<7VxEBe<WG#S(%7$&}$h_5WtS7Pm3$Irvbc5EA
zPz5=SUuXi+>qwpeM}`=z6X1M>&<q~qCk71)G6KRO14Osv5>R^+Py{ZKk8Mf|)|n0G
zBI{ppniv;5c1<(84CUr2#&3>_qzm5&rV!HwHy#=Q%3w+!tDfA*yheF-RESw(1d7cs
zCBl|+ogrQSG^0goKs8ea43@)Y5!Wo?6v(DdGjC#dk^yQ5z#=~W^UjdqKPrTP$TNL%
zoKJZPVF?;SWZ?EP24HeBKqv2!lycC@UC<rAap4B)1$ihVJ>m1P)eFHZ=?rQ7>kshl
z`8oLs-dUN$oe~io^Jk?mu4a|p8It{f5k?y<o7pFJg$-`JbI(_)(AbtOU^+7;H_AJA
z!f2>%P5?@RnZyYp2auRIq76x0T}L9JXZV9mC%zByFNGxW4-h0CN?wPMJY2#zRoxkq
z{4ZQLE2aG>=jC#P*<3~rCYS-m%rYuh_0(xQLYh|bUz^m)wqS~lU*$X&kqi&NL9UQ(
zQ`Lbg{Dzezt|GERx<FM8B<qg?Kgl3+0;bYXJ~o|%EyFzB=pRX7l_LN%n!vwCKW^Ko
zjLwkmKM#?Z81H^R$}ErpTrFgPFHlWUuF5(?2K+}P3?M-%9;Jg2LT0!xej67GGkOJP
zNgxvpatTr+9+qeTUAq|=P@8xapj>!!;hxx+Us_`<oGIdNPcf}&IL`hDfX&r47mc8_
zroogVORO->Bs(g}?Y$wpH<5VPF-SSUM_2()TFYgM=5Ka}B>%{;D{KuJ7Nv+;m5nOv
z49WhpjkSg}z$So)A`*x=9$AM2f$){q84~`JX2q2dGSUAi`Ak#~p-Ic*7rM)Z)e$%w
z$PdiA^U+0B&>>{Wu@b@%+(uxq7=NWRB>TV7aKy~b(`q8i338U@CHuRWvo|g4I;L6C
zuo>5lB=|@sR6~{!=m5e)62=WmxY`6GNGTa$L<)&@4Kb88F=%&-u(T0Yhe>s6e_Y@4
zG5R2C0QW$KO~xa)ILYpdtg6nC^ncq}Ye<cmsTtC%Y67;8aT!+WJCnAy281LuM8X$<
zB6<<f5k(|2((E&MRLozXSAv<#cP!$%b^^UnRQA8XTee5>AU-xS1LEK`VuyDd5|FH7
zX_xV5pc0HSgGT~hSi)7um;@yy9SuI<AMpvI%HO!ANUw_%aL;re&Z^toSUo}3bn*28
z+5c+-wxZUM)^Y$AqM?IFO2}7pEp~u;QwQtP4Azq+8*ZqbFd~8yND^y9t{F)gey*>q
zU@~>k71>a-xCUs7F>YgAZmbjP%)AxiVG<1!Lq^Notg~`cg`R<~C(G(ACb>}$a1Jz4
zaKSiGGun{NqzK5^PeINwEVVEJqd%6p&>ZFti^#t_YE~nVPqX?gI~m;~!|`4}3<?jB
zc>uVu)cPG36!-<SL?JD-hSIKiKunh(qvaWwBY`!57p)2OaPOzy0Mh~JN##R7lpg;B
zd*%*CvVDAMsg029fZSNYf{Ns04wRJeO=Wk6#Qp&!js_61!;Sm2@#Gl08|U0K0a0D6
z0bER>iV=oYN^vE0hGhRY48Vv$;Bu`Y@pR!jj}{4SLE#WkEvyA_C^HZ}a-TX_aM{&C
z_cgQo4ft{&jX4k3J8<am)wvJ<*%u15CC-jE_`!b`-r%jSw@DCVAs1m>t&uS>1m|20
zcE#QuV2Cf;i<iTvd;^PFj?qf;iOmP&yXl~yJLCVLGbHvWC{Ng<j6KH5G}Mq8P7&(p
zkh``=T!`2yEvy!RmN=}!DmtM<>B>;pej$|@s*(~as<_5w92A2eT8^P)V$gzqWw8Fo
zBUy>&5tfbW<0V={2JfG&wfF#-@N?I5d>H5fkzFHWc&Mj?W#&jXzh^H9cz{>Hm;BF_
zM4o^syNC<)7%f31>*@Fw{DXXmApQxNeK^a*wEXBNZ^Fy~T^MAR%PkhdSmkwwB>#;?
z^47tjBz=Ti39<xKG!uk;5&z@YB20#<M*Hq}AbvGr4|#RY+?v4B8<^*2TRsPr{#0kk
z7*fnCE+m35YJy=!Kz<Aa$gW)T0F5*&R-hN6X+UaKu$V!>EqW;PaD`!^BW3_FTF{PR
zaVft;dN9^dPS=)=Jb)2FANa}sJANsLF~qo=$~D++fQ_61rXV-^0b=tvqz5!{DtQg&
ziTeUn@CI3O;6CV(i!clkyUD{5QYPf)ZRq3<2Vqx$!_Rg~p8o;Pxtaxi8363X)**Au
zG{nW=4co9KsrwipHB3R&f&el0;3M;|`#gbY{U<2%=Q~4&{14WQ8yS!AXhx`MV3P=+
z>hoYBFiuzr^%+5|)XtFXzeg#UJ-22Z3&AUC4GGRDd{{37B=8@hgfXu3Kz#_Lk<mWr
zNU%N{y8Czo*oCBEo}evx6GheN4u<H^Ls}_?$SeBxUl0=@8rMKPqui)9q$Ng*fdW`%
zogvx(4`LzVU~{?FkPMVh0Z@YzHdi2KOp|B@^ubUAKFWf^tC&I|T{#3<sSwc6jX&-T
z83WOnb49Ho`5ZIj1{>?v++b>jgN~|pu#!4Mvi}Yd3rnfonyn-7MYMA-oJ(sI<zNS_
z?B%^Kx30E<Hv__b24>jjgQDVE>Fr?XfT_r%K$cD5<J@aMxJyNyA=&?_H8bO_4Fp2G
zAwc53Z~!^LhK>lBK-$gyJqF(Ry&+O2-~<|ELr6^N(Sq_u4&Xb3K@u4RMhgbHZUB}5
zYdA8<n>%Hwe-rJ^Zeb{pXCokKU<Dug0K}LVRnie@V5+h^L$dzj@S?cdeg4t@X3NR&
z<Zv@x)2PDEkobRSrrU?K?YhtI^L6)=;Of>iZ61aa10xY!kmeshg6{wl6tk)u4Gs{7
zHn`6V^Tj8BqBCSHs@`%7me~&yEpRrN25ztGAR{DC$o&Bo?hC}uBZTI6G*55_)x<U9
zJ>e>kHD4h8*nq<na7GxQO&kF#l$x#10v9d_kmdddK1P}iKg+a+<Q61i`MJ1kv1C<r
zhKwoc_`8Y$AqH^D<4mT6yao@|A9B-_$vGU+AdtcThcbdFJ7K{C!W2SOH)L@KY@+S8
zz$s+kO-6>dhWYH2z;$z*FD4K30&K@1Z<J0m?G}n<APp9qd9#Iphq~#^h{pZB?D7E}
zq)W(_nw&vxdA7=^ldAfKQa(3p;hG}CmTiKEfx;VhhKvPkhhnmg7z$`sw9@YH)g^Ot
zeU)~Gj6vXyw1xyKOu*wZD0Z@kxUI4~L$dxB3Q9pOtGEcA0a!wEAqV1zWEs-W793@q
zPb#@HB>R6sPk83mKmZa%mve{-@_}t8-p9iSRv8qyAi^_L1Qdw2D2oLK%;4Ye3<>|4
zBOV)}7V8;gW=t@_b@ncb(txiHn}r5k#URarS7K*K<X_{(+}zLZ?nToku5hRz0!h_&
zhUEMcmy_^!83jJ60hO8zgsSm|<5k)j()=F@HZ<HFkLG}Mz+4=|F!N}_vS2Jtm*eB$
zBVhx;X}ulahp-JqFtOtD6vh|*4fX%f4&NC#bIDC*cBiH2?9M=fT#LCfiGNw?U?;sT
z7|l$W=K!yy2ps2O*lhp@9CH(@d!a;dKtd~oxS9$vX2V~0vjRil{urZZ`PS{bo9ql}
z{7W)XTMv-pO8}{;I-_MY{McbtWoJm@-;m9gI4&@vN~~C*Xzcyffn-*s8z8$bdKGkr
zWc>xdjMM~<n*|{tdoVU6)G@Wlrin$q2LJJpjo}Ed@C=9u@dN-zf)d;)q#+m_OtX<4
zJ|8M;;ubFvi(mn!*SR-B3GuaNiT>vpYkY}{T0`oNVnOr-QAr-<BV-e98CxmT8{7;c
zJ05_r;*jHzVnj4JZnhU$@&0&4h~gZKk}*n{E;9jm6@)eTUs@)3%%UKIlhhiLfw|O1
z8lIoK#Gr)~|C~2_K9L)+f_YjciV1X3$Sc<{A@&2K!cmn6UNsmQ93lpdyb9w`*Axc%
zC-?NZf1`YBNDFQ(u&dI}kgUJpB;jDY#sG(d6~_2rhYSgWAqovS5KcU1R*CUYa2^O-
z2tweX9MWGz0?ZM^1{7M&$1vb>kVAkCF6FZLh6iK9lD*+(8eLP(iXrdZg7gDs2Pcat
zC(#;`#4+e+8np^LL)!n@(qUv@+-FvrVJr?}QyrZlV<<&{La2oj66Zs97obU_sa_D=
z#AB6phGhRg6d*E(i8|D}9me#uhD0x_zB452uMiqFW7f`ICqoStdJ#WueaPXUQlUy3
zoz)qww9b&>{5^eJ(8^jj-EQIm-BB3;?zyYSGCaaabl4P=XaJ>%bc}+u7=#!259km2
zq9R%EhGKKIbq^sW4{QLKXb~<uCJtyZs<Hmnyd*cqq#*&o3HHFGu?`6?7(Osm5o@^(
zj~0e?lf!BT57$+97-shkV#puiw2{8VjJc%YHZ2P+HqseV{1xRYXblMz=mi*pR$XVv
z7}^gahCC-$F1a-%7{MQWAR$MCk7!c60`GCjf$U1@42l029EM<ap+pGtalLpTro}24
zHzQPCXGr{C?R`b9A@zc-;}S{XAnJ$>L;fqZGh_@7W7)8UhTYhA00_1tdIX0^KaoEG
zj1vOPhb2@n-#wz%hnlo=&Cu8{B&9LHB*p-9d`M{N^86olhD821)*3Qcdn`6mf#%u4
z$UKl49xQ@EyVf3R{G-m0%pX_6(3@3FEg%L+LZh{O=I(Xle;X_jA@R9s12_UY5Zw|t
z0L|n(P)Y0>NeW;~R}?`NQ4D5?*-%|xGk9SgRR%3Wv_)`E|9b?D9}(}GXtI*s0)!yx
z{JhFLL$d!Bj=7c05<L7~Y(W%qu(Lw|z=D$%Mny5uu4R%NV8In@?;5T?l&KcIn&7Mp
z;UN~#X#bhckl24qFRahPBZHhS4l6=N1g2zoDF0SjXGrS*7(3vC0+{z8?nCv>`{4`%
zv#$B74{#c&SNL3#451A_LwO}Zpob2if(mVrqL9uvnF-PZZ%oj13!ZVg&X6$|pKu|C
z8SbF*fDDWWkwNs#j`N2{y0%vZogvBp5{p@Csf&yiW4?~qMJ3knbPADQ%kx>^K<uFj
zwn|Uf{oen)Gi1zdh1RE;M6|3BHyq_*{mwDqBw~L7;4143iT?+dS$K;RVj2?-*VngD
zOkp-N64o*CZH;14e}t5cC6&|}GN#i}acfAtLEJF6qDSdhv=N|jyN1@EP#PprUl<b-
zs=v;_QC1;F!>tEERUO$+vY_Ck%1wCYG9Ka$)v=)Lzapsu%(yW&L@40BMYwRq&>LD*
zZD&Z%zuj1CNEaIzKVoTt5lC-z58(|u%xF42GQ=>DQbc2Bgwq^>A($1xTF+oBAdtx|
zT^W-Fx-%xOp+i=G*1rf5T_SL`Ua!yXXHZ(72oe(!N?**5XuvR(0322VQPvFNHSXL<
zlO&8F8z?bG3y+#`#&A{q6vBjf_(Z}BU9ynV&XAn{A-@R1xGy_g;1O4g1H5O$6~Ih#
z1ZdLNWbl>U88QYb<TK-Cj8UjXS{(BQVbKPyAQ&tFYjE*r$@TEP#I20Zkn}&rqXk?y
zYz@h5@orrS263vYGbH#2l9~VCpfzM<1%M$Iq(DQ9sVl!TB=uh?v<@dOSJ~E(d<4<W
zwN+tfNcw-^SZTjOI)V^rjm>hkgTxBHVDMzHd9L!HBm5hZE7}A6CbQyL4GbbNB>G4O
zg+c$7&XDZC+gNMJYUvEg`QKnYSf^G3w=O(Dadj8@;|nuieCzI&s^|=9|4A@i7eqHv
zpTnK(rjn|qGo<HFlhqBmDz;vbL?chDjl+OcM`uXZKZyL9_J*w?tEDp}@xK8GK_y--
z14(KP2^1S<R&8fU_CLDHg;78Ri0&{PCZ9;CV!N>Yu)@+Y+Y4|7W&yj8x>Z_dNcKNq
zR<TR2@i7pSjy%Dn6N3>2$bf@Ggr8N?8PfB2@L+<$B!^+R2_j>5-0S4VE8`*T5PBg>
zGC2HCzQVqn{r$(CAwB;@hoFMikRYD>VchWmZ%o9Jq_6DGkTF+qUHEn<7Z#uJ6Vmfo
zR(`bzSO*=GD(egxV^+jHP+^1CklF>JKX>g#iFAA$P{CcGmDd?E7HYFlJl66Nz~t7D
z)zTR<oPVsQlg}^L8dBSb<p-E?JN4JdX1Fkg1F4OuoX(Kszg*|CvXQb<clV(Ch?!&u
zkV4MW#34hJ4fuyFuc!|Os<=fMVv`PkyE7!`KVp7ZZZ&R2y1^TFZ!iECNvQN-zA9f;
zb%vz>nR`?#Y7JQ}ogwZ2u#wh~I7JK&56nzXRdt5s{9hb!aLp{g>zbvlAq_FAyfdWz
zZwQ4dY7L1LxTV~cAOay*{)iP2KhW3a9F@}<()w?_tdR9V&;r=vf*7Hi`w?oie#T@j
zFPqOMRmEHXSRwNdJ43SnRf8(PhCIHGNW3*9L8lv%tF|+w_4in_idsWfOJ_*rFZj7G
zJ-L;NNYCt((Ex_n&A3(D8Iu0zuI^gdRK7JNjB)7%gd^@IurSq12E+gbgAH8arju?4
zKk=a${@>~hiT{rVxIxSnZX;fnB5^UyWSiM^3r1CThNS;3D_ja131%L}TuHZ)|HAJ<
z2dca?WDJiF{{n=A^@xHwK>Q&T!egeYzB6QO<E<f0O1dOlrJW(e{s$IZD`*W#yl+<A
zCfe?X4JD}V4uLY2*BLUl@z#(QRN(U)e6!Pm)o~IvEHP-Fi3C6`kmDbBhSdKf=)l6;
zM8i4{vK{<q3cflzLz4eCy=I-S1%-Gu<Tl;$<FXtZ6A(&r!(3vO2m3oQN0r(cQvRFg
ztDrR`ZjW{Q2ImMNP8L}&C{wweAzA;kbpYyzkp+sFpV?b7mpWc%zTIYp!%1$_tR`y&
z(OR#jIocb*qBXL?>I1iMBNjups0I5NitflMY@#zH`(F(@kZT|mx00K>vjviShyXBv
ziRB;je)xkrr+R~x*BO%YAI)5ofMC%K3`%MZ8Fh1WS*i*<L$dz`3K->Cf`NBov_}AL
z{g#2Jt9BYh_k-b_pnR^1axFwQ7IN|apLB*~{m(M8idsYRSQJAwufood*gveDPAI-^
z2&+Llvml@!Y$5erwVfgHe>T<{(*0dFCvZs_=Y*lyBhY#-*Ua%6RZj;0k2*tA|AX>W
z*cuYQ0NMadIOZlGa75gQ;XcVkV-iLr(fHhjdH2S<Wc61%L$dzm16Y6v^I^dWrbn$I
zStbS<ET*f%&XDeZ*hp(g0GS!FbBh^j_qek1J43SmgHMn9!J{y&f^niXWVLjLH2(9C
z);;*W=6WH!z5ASfRd<H;{0}6+HRkfIAuYPn2#4$w(&5Hr3-T(pGbHCf^8i%L#WiCg
z&_20o6fOqrcLf>==N0Ivw8O5-=?qE#M+-?vtr*z_#nJ<?I>!v4-&AR5Nc+DKI~d#Y
zD3_t!*I*H$Tc}vO<2~UA@2ys^{LYZnziItVxv&esy;{6?lPM;F*Hzvb(*DPmU|@q-
zhBpc#>gVwgA5gOWK-G4JB>%aw){xfrM#`D|HyR<0{`e0fN=#K@XUOzK|HW3VVs%nG
zrl<J6X9_PfQ$i0vUYBbtnA~ZxQ?HgOc2@KkoqFY@*fMd$UnF`j+OM$7;Ji~2@Z1#t
zi+&h=#QA$E8~{<_4N5yPrgrbpF(oDSn8Fdo{1blJF7cv$;zgITjT~w281;Vi`9~HG
zIkk8|N_K{G95|@Ba9B!e$3c0;g&ksr`9%eVe0<Evp@p<y?AGtJ!u(?1_d2s*armfX
z(Xhe(jDNy4>AY#zu4sfU810NH6?zs9FFJEre&KLGj2cY_0uC=8R+u-q&WM@^9#i|6
zCdZ`JXxA&HS=VE0_nFu0jU754)b;3tVojPJwV+3nm$!Ji{)NZxcHnNC<qey5!Lz4M
zyZwSA4()z=N{v0QtUI_);gEv(oqTD7MIMuuG{0!@ZHEjga_GmTv~m><FSR92K~vjy
zcT@=$_jG!^m!S+jmfEgpSON6lqXbXe7Y!*c98x?yrIkPL&^DzN&9Pad=9WSuxdNjT
zT0Gkxn2w=9cQ&sXQuM%%DOvokgn+$@^9B!f9BsQFd2r{v;R8}q`xjE?&@V5Y^DpuX
z@-i|qajjYADafb%CWF-<dW;@=Xq}|V+UqjWSaRdc{2RPP{u9iMi*Z?I#>Lg){4q2C
z1}|d~Gu42^{Qj7knesl8yTHuMcq`CSUS`HsD)o<eY5ny-WM*Lj-dn$n{IuM(y!?zb
zR!?*K=eI0qna}o`7MTV4<$0NCC)<}vg#N27=y+OId4mom=+S*xQGTyNg*G#xZwWQ!
zqa<xhl9y6|i<+fo#>Ky!SY`WspVK!bJ>ySwOWjDb)Sx-hZAu%XR`e>lS!zbWH~Ak3
z0WB(^Lo$dZ(IKw9C2$2D;>ufgf<aIcbhK$~W_hfR<Sz)&Kc_>Gy1zz;Se&cTui`-e
z=MX-yJ~6p2gVUW}lDd{kLtuX5!gA;lOR@!j13pU7gD%Gjl`J&{SxGH=H-a9qBwO$|
z;3J?%X2Ll4P5EmCL}p?ouoF=*t3q2G#AYKD{AUC##ow%iawi+ptR(f`2nGKc0ps$Y
ztY>iv!4cYoR}e&$3;GN!z_Fm~a-G!9g#%9=P#nGPf(0Emv`7~trFhtxIvDMX1{DqK
zH8d~35JAmKnB%&=j>;Q;x}U^#`uf>*Yu1Z#eOW&xE}LcSQ2r^qZP~u*7By-<Sfi%W
zzJZSrgfh}B;H5%@2_l-{Yze}Ul}$JUrBIty9y@~Y1%XN2pt4BUVw1FsD|u>ybS>h#
zSE-~cW2Gu4owAvjc@pVbB&=~M=~`5%RY3?M_M~=c-@aYm@WKKbrqfC}U`d(2<Uu?V
z4~vsIw<Tf{c?*e0;dYhyU4I~=N%EN5q42DM`GuW^<&ETy8_MoqBJ8X!K0W*K7q;y4
z`*U^je_g-+)LMnB+Wg*TyT+|nt>5>gt+ra)Zr8208XsH#%=ynZT-UAO<C#Ck(mNmi
z{rdIkx2!+8&V|RmzHa?Dudg4PHgU|EOV_WjpK|0@Tg{%>@~)IYu^N5r?R!DRa;~t(
z2^ob7f6jsgiB1qT!oL<tfKzHgvJkllDS_BBtcvuw46A}TChodPRwY7=KgFp=0XqJF
zXH`&+zrm`YK?$P9SrtdjvM!IxQ)<-W<Y&un4w8LzN+y4|HU1kSGRKM8vr{`h{$sp-
z;JA_hK5FUWrOU5e^1<k$RjppXYvknRBPSnm{|Ci4Wpz5d>m6fuKH%`qd+c~etX<dn
zb>BQ}?=D?7Z+H6}w=I2k_h*;>{PWBhf0mDY?a*7F{^|YGV~ZxgcHGyS&6=`D-Fo#d
z=~px5fP?pb?Y-y!J@4&T`qo~*N6KL}hHiG~tUV69WJ3C|;zzgqZtbf7eiEB@SKhtb
zO@HZ!tiJ2#t?zbmizYdfH>>e!?Z-C1@YAL}>Ylt+jXRIN<dP$5#A+N;>wkC5-#WeS
zvXmoc?OJQ=cFj7zaQkx)Hr}q*y63Yd4?1JoYmK|V)Ud|E7oC6p6WwdvFkt4`Ynt5t
z#`e7qox1PgwR+rn`&V5q{;_FZ&9*hZyS#maC-1%Yfx4?Q4r{i{n$$yXU;li~nqy*v
zx7uRtx;f8{9&=FMOLxDs=7xFae^bBBx;B^HJFi2|N%dpbH)*!}^Pe`m<&%k5WDnV~
z@8AKu4eRvn;kDjB<gg<zShMvm=d7;ZZG5BSpK5#L+v|_Mq~)0Wt#fJ|mcGT7H@tt?
zf?5xC?l<<PH;bk=tXu2Niw=GHkVXp@Zr*P|!(AH8Soq6~bC2m-{NHB|y7uiApN-$L
z@9(oG&HlcB^X}W{-qy3-y`T54`$BGq$9mSA8arX{i}vjP^ELN=`%~S_wypMP_({8E
zhdr{Yd7}km8?Rs3=Z?%PGH)K9b@8R+2fWbu_-6aPcJt?{?{u0nzQ+Rt);^f}=-_rY
zOlkDug9p7oVW$UYkJ;wa?>-*UZI2n-9olyG-TmvfKlF<Q9}k$ZwAGu3r*Azs>!z&V
z@4sQ*6=!yP<h@<@9N2c^WrzLN<k0!C|8@J|mo1)n_qILPUQqLsnu{JibK76%JUC~+
zoVP}g{V=WFtX*%Y(JN((ojz$$`|%5g9(Hcl;*46c-|tVaRWoJ#u@{_@vcB&R_l$d~
z<55}7PCTs6ni_Z9e)Mlk&zf8RvDqnGzr1)|*Vto|YVBSBu`cxw+GkeQioNT+aN(OT
zeR0a5yn(fg3NLTm@#}7f#P<HYO{+8d=k&U{(QA9||ID}>cmMgGb=?lS?XVs8`J_Ru
zK_6%CcFr!fUiqTUhwC4@@RqsTpK@~k_y?E0yL?uInPbj*r_J%}FKhAD$^U7v+xXtG
zE4rrb`A}@+_^Z#Kx-f0-Zms7v9QM-CQ%0QMs^c!_^c$Og{<HVB{j$xSKb<;u{pI^#
zG3wKXi?%p?vrA{ix}@#b`S%$Uj?6gnwAg!ZjIOu#`o+(U*mB*EFMhUi#BXO8t$(L`
z+q&;O{7cbMs}C)%x3>9H^_E;Xr2UK<dl%PwYL_LKJ=^w$=YDOubhjCAJoij)(dB1u
zv3ktfPMscV`~3r-epU2)o5@?vI{x_ek3KnORO7uz^xf=)39|}LU+`1TX#@U!!Bso9
zdf>uwQ)72Dtuw6M%a?ZjZs)sh`8}&ajc0R;ZvL`%r=@K&Uf!!l*5@@-nyugWvbCGd
z+H#*($A7c#>Pvo|{mq4&-*(oG*X(xv>R0x<=%-nm?Q_aShm5QLY~K!Jc3$0i_j@;Q
za7yh3=eHPIW7@23*33R*`^|e?b!JBA&38|!|Jj%eKd#+m^ZjQH?7q!wV~)6O%SXo?
z9UEG!RgK?IsXg=j(+lg&thMTtt*55czM#`?J7zq8MeTh)y|~#Omk-!y?ZvzIyDVql
zlP+$v)1@8uy`=LV57(dH{?e;5KHItH_!Bxz+vk?fJ7k>Ss#D{uX3RUaVE1ty({FpX
z`)^IQey8!ZjbE-^c;T?a2X`EIN539T?``%@&10J0ztfq!F1-A!4y_N{?)JH{9xHoX
zHsJibI}N{W+?ziPIO@@@->>=272CIc>Grel82;v*FS@QCxw=Kp+Y{bg_C@aM9k$)R
z{oLAlpM7%9V=q3D*W`wOFF5+hL+{?U*JT6e7U%Dk-#Bg64Y&TgW3z_6cb#&@W6z({
zul+;w-yJk4{qa3UZ8@s`xA!$&vD5bBm(A+(Y1YRl{rLR2Wj)XM<%!s`Cpvz3)Q2^O
z>@?%zmzF*G{lg<#&)odb8n>SR`rL+dZk==X$F;uiwPt1U>f#HEUoQT<_@m-Ci~mzR
zr})R>Z;CH0&MZD~i(N0sX?xShht=L^(EdBuy}$P2+UJgK`h1<MCpGEv&c09W^ui^(
zzu5EBk)IC!w8{6|v~K-O?Pqp<re5nw=l$#4roV5wcGT*6vDIyM>%48owvD%acH2v~
zt+m@}yA8=`b?Tbu=gn&}d%(OeUcF(~i1Q!1^7~zv?Y8Xf#u*bgo48A_y1fqWmD?-x
z?Uc7W_22A~oJV$iq~Y*7!_$Y?8{Tl$p4*H${DL`S8=YUc{}H*b9DCh8%`Tf-(7RFZ
zT8o-28olV8MSCqeZl}rnwawUf%c~#md{37donsRVvW~lUP`kUYI(y=jc{Aqs8kCdW
zCHug~hd$ow@!^9ey!-ikT~^$`;@cG;y!*;~MGsCGep~K-Ia71?$*q&q{ETgfHyi%L
z@IB7hYWU|vCokXgv)|^<d8KgPE(<2TvT$CD7av=2(2IlTHkf_lyd}^7eod_x_I+X5
zixU_0nmzocQ?I=Kiaz77fBvRdMqLs+d+ZK#_J3jdg6m&C`^M?l7hQew`AaWobJ6-H
z>knF&TXXxG?Z*rq^TKA|Y*w`8{0r7zaLnu%E@*JU%CYZ`yL{|E<GPM}YTW1Jei?hv
zxO(HdZQW+4lXkp%=QHZf-+AE9Bb#>JdEw66?by26`;87xZQP{){?|2Ll#;#A(RCN^
zyhFXz9iKaJ-BIm&KHt9I^jL?>UYxq$_5YnzaB0DXpWVCjo!5>zX6i9_y;E=C&5zz)
zJa+XNU!J%7wU^&`<PAqYdE~9ly7oTtx&ua?aMoelA9zore;w4P>CeYZZu?Q^L%TfN
z_Plmu+RyI2cdy$I|72O?hmQK_raCQ`ELq*F$5H7$AL{!3xShJpKfY<NFK>M7)WY2h
zFCF&e5A}BGxXbWK#j#1fCvAD`aSKmbSZCp>rxmm~<gsT?JMpyBzuM!gGrn5BaOr6m
z4_tHlo^Ox1fBxNH-us{FBfD)grEuz`X$$ZEv3=hY4{7`BH9zg&VB{^eZ#n0d<4)|d
z<dh``Ea}pE$7gCh)9ajNYul||w|4&@U)pZ$cAIT`z;-9qzjTkScJE#PwcWbZA6NgD
z7HbDg9kA!AqhoW{+;qv~^S7UP)7=AlZS(dC$kcwBEg#8vBz^dftGch+YSqYXT3mL_
zWj9^-?<4BJ((aXedjHmY=P3tI8F~74UpH8^BzxQJ=Hzat4=x<EY|!-gZeKC=o9*Ab
z;{D4$==8yioEo(b9N&KX)CP?j<Tsdp$R{`NdCSYU+<nWWo8P{9<x^Lk`1lj=Jl*Wc
zJz`Jq`oyzCCk{KJ`0HV(p7ryY(}%DBJnyR>pQV5M<ow~|mv5fBSL*$JrnLO%gC$SD
zKkChw7A(K`^=qf!SoHYH@A}Vw^@Hr6*L=U`@U=_ceST)6Q;wL}X3^3Yp8F`)V%FZb
zWt@`!#sS~``{Pz~#`bJCvSGn)#W`OLe(<EBJ-$2g;*&b}m^bL&lfJn9jTw2dt@7sN
z4L_#dX}h1f_lFt3byzc__V|l$y!gk?6Xwlr@>G-c_fC29zh7MZ#kUV^)_2C>1{Ys_
z#r!LGpRn-C);k^2@YH&J8ccYx=*ps_PPwq*d(T|b^O8|J?SIYci7!ulcK@gMZ#g)B
z$*#{laQ4#+e!BUa%%-0=J+){0eb>G-E$fp<FMsrs1|1JM`kM}CZS`$zMc02F^?KJ^
z-!FV<O7?{}?0EI}X}!`PX|n3;ArqD?et69zXB8gx?L+UrebuYiHn{%x;_0t_RPWcc
zU+?{Oum9cq*`BZd@}K(Gj%w2_eR@t&i(9XW#h!a>-CMtZU8~*ptq$m(dT-9fhwOIl
z&?nxw?ZL+{eyqt|1Ae$_$?c!N&~E(j9b&B?{$J;A51sb?B|F9Xb?G;M#C?MYe%<4t
zJ8MmtcHOv1+fAx}eapR;9dh096(4+m+p-IHxoDT=-M+hZ-XRZ-zUG`C-fMbUuU9AS
zG-=K~XWTRK=x%+U?6aixog?p_cH=z<Pe12@#!vO1x#-EqpFaA|Y11Z8fA+ST3$J?j
zyPu}6d~e<GyO$sT`YX4#Svc>_8_uqILg$&^eS63HIiJLi$iDum8?$bD?c`mb8@-~=
zFI|UZzBTiik<T`oS~zpzlrulR|Hp;XPCt0@v=jO~anjq3KkR+pg}--fd&onrr=0uD
zzIWw+-+#fYPrmlXYxAcabYkj|ksqD&);I6`{>9_3elzOq1uH*%>h$6n%O-#H%;S4~
zGkMC-EmqEG)jjschf@}f`rqyEzi{A$cN(_%d0=eyV?Uk#<H_~kXfU8*)^00C4_dqC
zwR%(b-{GPa<F~qK$wjxe{_)&{*ERd%y%nqGE#GF}F8dysde#;FIt@Sh;hD|$T2_C`
z=tjTaf5r*t{x)~)mmOA~e*NOq#!V-#T>9d3$KCSsjs0(KK6%HR@4M;P$%99ozV7k$
zx4i!JeLttK?DP4<Z5})?=cgWDE&E@$i(<E)v%K~4dv^VF*F|lX$39utbJejwp1$~w
zWuLy=^PRU|p7G(z50{=E8?f$)r&m1G>XB<^UV8FDCr&)+>7U;IeEApWytDS4BM&=a
z*4!C2_PFletLoM`ba9PYUu;?9$%ZxVczyc2gW7L?UcY_2*Xnn6hngcNynI2?JBJ>b
zy=c$zb6d~4{;k974Z7s5)g#vC#x80*ch|f3`24i%Ixgzn^IyNz?Azwo%q#oc{KyF_
zpZwQ|>qahK(_^y{ZSSaiXIhuB`@OvP+(xf8o!w~u{&P|f+Hc?e4%}z|#;LcbJlW;w
z9zD7oe%y(N_g#3{t4A*B`a;*YPk7~o4^DWg!{W}}`keg1VGFy@?)>}>OUJ%??SQ9-
z{4{6u`=35pIQ`h0&V1n2*xnx$KRt9*w_2H<TI}ED)RX?TYoCK#K6=QfV}5vX#EvtM
z8~wz&bFyFgwM)^CtNyj^$6FWNbJc~NXMa}r%I+Vf?RftQPjnnR^1q{YZgKG7(|a6w
z?27qMytU@}vA?}|^M615Z1WGg&RBf+qxU@fZq2h^zN_fHGqaY>8FKa12Sy$I^QS*u
z@_Ccxdn|wQv+*ms#d5p<yZfl``hU{-%}?_d?fb)=MUD2p>*)!-uRZaghOK`3e9fm@
z|JLQ(UKx{~x~IYYo4vl@F)QzDI_-f6o<2VIT;69Zo*v$2k1v}KJ?Yw~3f}na%-o;4
z9=+=O>*g-Ha!TvPYp4A@qxBPSE<Ep{JAdnc&hqP;f7AEBecxWvr)crg+_PG){OIw?
zvwrQp!_Mc#{&UXqy*@gxcxvk1OYv3Haz}i5#@u@M?EQV-g6}@K=b6{{xb<IG>^F00
z!-b>guNrpdpcTh1U-O?!ZeHAX|0N%Nar7m#k9|CARl!d`d~nU#U#{GDd6R}s8s;DR
zzgJH_Zq4dB-+g^wqaS9x)$rk0CiH$gcG~pm>rY=d>CH!O*k|f?S2p;0r==aP?^e6f
zjj^|0NlVL|n(<m%>-_WP{&4A!+kLtDFWY>u)31BHRA>1fi@SZ>VsfL8Qb*sq=AJD(
zZdq&GkZn%h<-T2Ct#{eZGbUYi^?se7o%q$&(<aWJbl1!8&3om*v;#)JpLN@a<L>K_
zd(^l)zWQ(fsne$JJ+;eQCoEojZ|nQtzVm~reeS!p=&C_q6cr4fI_UZQOEb=mo&M9j
z-!3@(_QIKyrabo4cK5t`={E;H-S?*-w;y-qeMj&8TJz=|r*$3j{I>-=%zWwL<)fze
zSb5T|^`E`srfzE+y#MgxHV36NzpCrjwSU<DtnJRI^VklL-2VR9z8$~la6pHxJ3Uf#
z*Mzonrp`TY!mm3%ciqKD?bGP8A#Z>5?TtI#di>3c9?w7cmh-MZ<)YDd$37bJ>(p7T
z=fC&s&%IZEJ#Y8<zhC$I<0t=eey_HxXa7EKyTgCp{+ZmFCoSl8NAIsjWZf~S+b@^o
zKk(A82lnswTdO&}o1T08^q0Ti_O62;>R&XtX{+Vu)Iao=eQ)VAu=vTkqaOOWXZv11
z|L@HMZ|ytufe-r>P8)dgj3KLL?)cW^H?BS}^UmRCFP_}@y(Ob!MJu14II89PkJe58
z{pX+Cyu0+K^=T`69KH0TbyLS&KD)t$iIZR4esF^;N8b2dvmbw%e0BTO13KMw(nq_G
zTKClpTZ}mB#+^srnRQp2!7b|LjQZi5@jst7{Jw_ow^?`d;^R869lh?An+~7W=%%7C
zm)>;Vf~ns<aPaj1ty{6K_4@uz_Fdh0b*CfuKP&aMEn}(UPQLBwuJaln{PwChC#2up
z|MGrs_3M~^_QM4a9Y67gF28?v;h^nTELgEa?y%ffpR7Br_qPM~>M{A$nIlK99o=xv
zD_b_(^4U7QYadtV+?@|?cE>>(2RzmO$j(zw{IJ{TWA8Yo=dlm>IpE)?9lQ3b%cmYW
ze(Gf_9zEfrnNR$dIqtWk=HB$|0gIaa(j@bM*xC2KcyFC4+uvV!|AAAw4cK|WR|C&`
z<ABAFzje|(xet8(-(P!8Z@cuB8bw3rT-C2b##00L%-^Trt)d$T-hEnj{{Q3dKHxlG
z>%!g(MhJ*P@Jfg!9K{;-usgH6vr7?0n&Ks>*Z?700YQ!w6$SYPP%#Eg6vbd8LI4GW
zq5=vCViY41u@|m|q96!jImksU_x*W(|NoSo-8pB5nc3ItGMt_HwWoZ0dA`r{zzc8s
zpjX}Dh4=rZ`~B+uUiG3M{fYOy<Sjq(xQ9RJPv7{?dw%W5eC_Su@y@q>{9FI#*WUB2
z`+wWZpK;@#`sHtZ@Qc6n6)%0!&7b`GpLq9w`ah?i@Y*MQ+WjB#{^?)e=>NUZ=iT_~
zFL>FLKm0>({7padO=s@%l>haPAAS3qUihyb^_{=}zrXYge(zcLdg&+q@?(GTD}VVW
zzj*e|Z@cBU-0}`j`>3aV+Dkt2;jh2v=id9<@A;u`c+uBC@4+woi>u#uv*&&O^Zw}9
zzWjxcd&N(#z5B!d_+NkLM?CZUf9R#Rd(}gxUwY!pp7hoyzx1Xz{<hbA_&471NuT=k
ztN;2l?)2DezxEGadvyBdw><G9?{V)xyz|fA??)eh`=5FKJ3s$HANJfYdFj<Z`^p!+
z=^sx$<8R;e?eF>5pZOJEc+DHW=4W5}jF*4nPrms5-}lD%T>FyWd)G@o_N#vI^S<K2
zFF$|HgI@8l$6xcO|MZdvzWOQu_>J$s@dIviubVybP49jEA3yaKkGshO|I@#J_%nX&
znXmb^=f2{`w|V|sKlMR3d-}2IXa48YfAg*X{H5RV9e;Q4pPzp8gTMOR?LO$I@A&PH
z{@4$C--B=PU%%;Bj^F#%kGuWK4d3|u54q1T-0FkA{GB)a)))WrpS<_RH+<U4T|eta
z|L|EiddLm$b?XP+{TKe*PyUNzPx`k<Zt}agxcaUi_Q=nE^LO6%o}czNw|vdxAN46;
zci$U5|6d*dmJ4_P=x0CeH{SN^zjfsE{`Qx?`|JaM{+_S9&EszL{u?~+JAU=&@AM0Q
z`<7?_)yF>O+;sbY_Z6S~#Hak%d*1pJo_~vbed`OZ{lEVHDL1>{&0hS}2R!wCpZ_V(
zz3+3cdEI|{-Mv2jQ-ADVKJ4oM^yK^A?RP)ny+8HMKlPSBc>P!Zw?}^dqyO?P-}Ptj
zc-y_-_@=i$^lcyZ=4Zd{<-hpu&-jnGI{C?e{=v5u&A8#ey73o$$#4AfnNNK4XWsG`
zZuwi^_2B2c`8h8>e~V}Q+dsI=soVU_?ces1H(Gn~^r>I+X&?Ei@4oL3KmTPv^3WH2
z=vQ9#QE&Oaue#q;Ui`nl=30*4J>K(<Yd_*<H@n%}Z+7FSe&17X_x(Tp-yXR7u(em6
z|BbVM@ZjSQzte@)voHS-FMac8z3qR$=@Z`cV{bq67oYdYdp-Jg?|I03f8afz^!{7F
z?==s9;k6(AH=lf?TYt!Nzwmxfe&shm<XfKmEno93A9341{P-6<>sBwl-)rvsi%<Br
z>G%Hc|9!8Ix!0Hc(bs<U`|tAnd%WQXfAAaL{;q#>;u%l-@>75C4e$S~U;C^-{^o!D
z<(q!nO+Vx2KYa5)x%%o)|FEl9Pkqvte%zzJ@D*S9;@7_N_AhzKEB@)#r+)oM9{C%u
z{FT4>yf3@g8-C}uzjwPoy7fE1>>aoK^OwBhX<z;BKmEsh{M^I7@ozr(`)_lbTfgjm
zPrc(^{>`1NT7LD~kDfYz^4Zru{q55q{npQZ@NL$<@f{ENiGTRRfBfRFf6>Dq`o5R{
z)_+<3)en8a8y@!dJ74pNAGpn{-uldc@wNwj)I)y$@!xgh*S+Fh|Kcg1{lR~JqqA?k
z!|OicQ$GIhj@<UEZ}HH({Lr&M=<`16?(ciXkNoE!`Mo3G@zT3J_|*@8-A!M&`mWbp
zd*)|<;^Th*!pGd;ZBKdFYkumDxBcsz|M{Q(`Az@)RyTR&H{Ic`A9Cg<cbdNMGoSv1
zC%yXH-}IT!zRB4;Jnib=`mkI7(jT9F<e7i-<VU{a_HRG(<xl*F|N0ppb@w0opC5CB
zAGr1h{^tWe?hila55Ml~U-GxF{p)-G)%X0>9scF7-{dhj`O90b-0C$qx%2<^ski#D
zTYS+i?*EbR{+=KCuTTA+m8ZS+d;aOuAN`=e`{@U~>=pmzNx$|<553#fpZKKTeE#2j
z^7nl1?>z4--}^g1{;(hTolpO*=?yRV*yp|F*$;cxCqMi3&wABEj-2`ZNBs6f9{(Hv
z<5zzAm)`lZuYbzjUixR>_<|?=#q&=5_`@Ik&Rf0nOF!oAKXCE~KJhDl`T_6y!zcaW
z*FE;Tzy5*m`KZ5s;NO1aA3XeB-}@7P_CKZvU3Hf)xcRqz_zOSu86W<%|NbpcdC*h8
z>^pw)Td)4(+kf;6KKiA%edTTc)zi*>{{w#Vt8Ra{PkYa2z2SBD{;6x<Fx~9AuY1?a
zAN<Cz|IJsu{`PNs#1EZ+!n<$qwkQ4dFI@XMH+;%9w|dHVuYBxRea6jifA1Im%%dN5
zkLUdT+h70StAF<se)sJs-uP=D{)2aZ^vAvHyWV~NJr|z)^j~?w_x||1UwQgZUi~$X
ze%1?Kc!$6Ij=#Lq<6r+*Pkz}`UjFxwzwx!V`Oi0h(TD%Z<KFsrkAKJAUVE>Xyy#wU
zdErOA;At=Zq6e<N?x&_Zz5DO}&mTPg-21M5%$xr7d;jWg@44nj-u;cg`e!fr;X8lv
z6JCGkk9y;O_{^t&?G5kw>IXdS)L(tm&pzi)N51zlAN$mw|Hs=s>C67t!|(HvD^Gpa
zJ)ZFkKlmr#{M^sE!w>)a|9<DQKX&x^m)-Ehhrj=(Z@cN&z5Gs3_}1^Z%X^=EpU?m8
zkH7bC+~)j|bGJVK`R8wW<{hW+ec?M#KjYk;KKrJhaIdFLuX@oRo&WJS-t*6{ebdUH
zKK;+$^ycS0<r)9+i~s5T6TkT5u6pWI9`xV;;ml3n{0+DKweR}jFMRp`_%E-0z!M+&
z-dEi4S3l|e-ERJzAAIc>|GRH|{-?d;H$Uou-*>nBJ^A(zf7t`S;fw$NnKygSQ~&Ox
zU$yeZM}KwonLqK{FaCEg`KO2f#Y4XC*Pi(5qrds~SN`XxKJ177pF7<AVXyy&Yo2uT
z-+Au~pZSZ^)9>_8U-ZOJ`tEo9hsWIWK7alh&%f(qzxEd&{@q{on6o!~+&f?LGk^Ur
ze(M+i_E#S8|9tHurf0t6Chz^xZ}^7)`$k{))+c`Y>wf5`-}(CYzv9tXzx9Q0d--4f
z_^F?G{I5Ufum0iV-hBEU-+6~m{K@CM?;dylp2vO6%fH~`9{H?W{Lnvs_VXV1`ai$#
z@BQ{q{_b;r``<tFYfk;%?|#Z7fB21W{=%pI$)DZf|4e`L88^QF+kX7iSKN7e^6&rK
z-~5d~{@i!m^p(H!_>X?{FaPx;-uH9A^8Vkv`H%eE@7(;8|NgOm|AROByPG}m3IFg7
z-+J=L{@>qz-<SX4-+u6Izvgz2`1TL~xgYqq_kZk*Z~w$syyoA(`H$cD+@JsLzq$4)
z&v?-vJms4E|H&7>@=w<O^*_G)FQ5I+PyUDJed*u+&ksHI%%6MJJ*W5m!;8P_=%at-
z+K>Lr`@eU3@3ptN{he?1^w<B`V}JaXU;6#O_bGS&H`4>}_ugmypXu@6`fV%kde;qZ
zaig>U?Fk=q{|Ei^$KT+CUimNo<BNacJ@5IR*S_aHFaE6~zkllwdE<pY{qcYP#)rK2
zr~mmG_x_vT{Pmyz=DWS&Ez<-3`39f$_+Pr&CDUIcXSK|Yl<}BKNgrhT`uH+Cyq<zx
zE}pu}Lm%_#`+V;&-{J-zwof_i<C~ZA>?WNvZCU4csr>o%&gbkYoipuUK4(wqoN52^
zIeSXyO#7G5*;6`a+P{3xp3*tf{^fJ_l+Ky<FQ2ogbk4MY`J6qabEf^v=j<t+GwokK
zXHV&zY5(#$drId_`<KtzQ#xnbzkJS~(mB)q<#YCw&YAWvpR=cQ&a{8|oIRy;rv1z3
z>?xfy?O#4;PwAX#|MEF|O6N@bm(ST#I%nFye9oTIIn(~-bM}<Znf5QAv!`^<w14@W
zJ*9J|{mbX<DV;OzUp{9~>6~f*@;Q4-=S=&T&)HKtXWGAf&Ysda)Bfdi_LR<<_Aj5a
zr*zJ=fBBp}rE{kJ%jfJVoipuUK4(wqoN52^IeSXyO#7G5*;6`a+P{3xp3*tf{^fJ_
zl+Ky<FQ2ogbk4MY`J6qabEf^v=j<t+GwokKXHV&zY5(#$drId_`<KtzQ#xnbzkJS~
z(mB)q<#YCw&YAWvpR=cQ&a{8|oIRy;rv1z3>?xfy?LD8ftmoXcb;0h_Id|PfIpXn)
zOX^M>KuO(58ZAnHHrG&{nCs=X)=-V&Xa$CW;F|p_qWb?w4b`$*^`c@l+gntFyakX0
zk(+aaQiGSS8@#9(?Q<?y+WP;ay1_wt7XfGAOU0(0YsL1ITii`*aoV|7Y)`qx-J}+;
zqgHHBxy9Y27N?zS#rBk2+)Zk6+PPM2Pr1e2q!y>0YsL1ITii`*aoV|7Y)`qx-J}+$
zoomJRlv~_QYH`}RR%}nX#oeS9r=4rX_LN)PO=@x4xmIjXxy9Y27N?zS#rBk2+)Zk6
z+PPM2Pr1e2q!y>0YsL1ITii`*aoV|7Y)`qx-J}+$oomJRlv~_QYH`}RR%}nX#oeS9
zr=4rX_LN)PO=@x4xmIjXxy9Y27N?zS#rBk2+)Zk6+PPM2Pr1e2q!y>0YsL1ITii`*
zaoV|7Y)`qx-J}+$oomJRlv~_QYH`}RR%}nX#oeS9r=4rX_LN)PO=@x4xmIjXxy9Y2
z7N?zS#rBk2+)Zk6+PPM2Pr1e2q!y>0YsL1ITii`*aoV|7Y)`qx-J}+$oomJRlv~_Q
zYH`}RR%}nX#oeS9r=4rX_LN)PO=@x4xmIjXxy9Y27N?zS#rBk2+)Zk6+PPM2Pr1e2
zq!y>0YsL1ITii`*aoV|7Y)`qx-J}+$oomJRlv~_QYH`}RR%}nX#oeS9r=4rX_LN)P
zO=?jdaHm?aJ>?d6lUkg1t`*x;ZgDrM#cAhSu|4G$cavJ2cCHoMQ*LoLsl{pMTCqLl
z7I%|coOZ4i+f#0FH>t&G=UTBn<ra67TAXY^zOj?x$PpcM%418$W7@Vo-hrn)wq!h}
zZQJ7=c*<kT?s(I-?ePvg<*_B>F>Tu(@4!<YTQVNgw(ao_Jms+^<1ua99`C?Y9$PXV
z)3)vL4m{<tCF3z|+aB-0QyyC~9@Dn%@eVxYu_fa%ZQCC2z*8PuG9J^m?ePvg<*_B>
zF>Tu(@4!<YTQVNgw(ao_Jms+^<1ua99`C?Y9$PXV)3)vL4m{<tCF3z|+aB-0QyyC~
z9@Dn%@eVxYu_fa%ZQCC2z*8PuG9J^m?ePvg<*_B>F>Tu(@4!<YTQVNgw(ao_Jms+^
z<1ua99`C?Y9$PaW+qTC$@RY}vjK{QXd%Ocrd2GpeOxw1{JMfgpmW;==ZF{@}PkC&~
zcud>2$2;(p$Cix8v~7F515bHu$#_iLw#Pg0l*g8g$FyyGyaP{pY{_^`+qTC$@RY}v
zjK{QXd%Ocrd2GpeOxw1{JMfgpmW;==ZF{@}PkC&~cud>2$2;(p$Cix8v~7F515bHu
z$#_iLw#Pg0l*g8g$FyyGyaP{pY{_^`+qTC$@RY}vjK{QXd%Ocrd2GpeOxw1{JMfgp
zmW;==ZF{@}PkC&~cud>2$2;(p$CiwT&FC-M9`C?Y9$PXV)3)vL4m{<tCF3z|+aB-0
zQyyC~9@Dn%@eVxYu_fa%ZQCC2z*8PuG9J^m?ePvg<*_B>F`ei*t!2t%>*1PrJ^$#=
zl{~RH^vThm<2=n1%hTD`&qh75IBV#34sh+5(@|*CnQqs8QmX#1>!{SvuFd5Rdh6$R
zef~oq@vx37+Bi1V@tP~=PdOL-sN*$P&YU@Y&S|q}&z`<;)VZl^7o0M;<<!(Mt!w5J
zCU1A!l~u=7I^p)q?|0QzCr({`Wc=@{t5%P198~#;uX*^xFDf5e?!I^bt4<!hdhK{0
zIihUk*wsf@=f52by>Wl_<ke2;9`CFlbvZe#c7QJwIO=k}=S%&y{#73Z<t5&}bmPN|
zjwT*}TfX*1SKaO&*WC9SV7qHDtx#%mQ0hf+*;GHZH?XW#9(O(GGp!%lyH=sw{ME|w
zlUF<8`lN#col1Q5siP;4p9-)iR{ec+++JI~`lth`eYB;ZYpo)$<#aC(m9=%EpH$Ed
z8v5*ejRS&DKjxv=JmO1MuDav#&a+=xL!HN+`|Z5%bB-c+68kuI`jkIc{B``;+S;lk
z;a40*e!BC(9Z$dNyYp*DoSE)a@NwUv>`sw&YW(pN4)Z?NIpR(ZKi#42YtyOYr&b-U
z?t^2!;8^VwPWN`ec!#d*qQkb2dUfr@1;=l98hnS2uQ~<&{MzXgj%Po9#4yeqLWk6!
zcT~KCh#ka!vV({X=h*R6o#5_d;#D1M|AZ#Bcl^YuW6p}7j<23LYurw`T|08@jML;V
ztQ~d7nYE6WKkviU6D#Il#~ns~#(~_cYyRgfbgeCpr(ZdC>bT2e22r<bCr_-Ip`&hn
zty|ME7DHZLbgOHFt=DO_c^Sl-qsGseed9Xo+CjM*HP5wPK6T>4s#D-koLvkA2v1xX
z$I=Ia)5pwt?X+1Nf@?GG-4lkqdTKlm0zuYqLow9Fz)w!jwLg2}cw;o4)zu@%PeTQ~
z!j)n5d(FL2<k`u!lTcCvCmr^@hBmYgN@!%D%(?ekI|b;j{k3Y)r@_SEbBFb_rN3!w
zhbMG&7U*H<#7Q7Ker&~{;chg1e$nAcC;=!lF#xkZvUq-Wpv+Lm_nk()?D*t>1R{js
zV-crw(u3Tw$qY`J>FMKZ<`(DzE&Q*-x`tMQfd2+a7ewjZLA~b(sJ##LCw+HXhmjT`
zHwKElKxRN_ZpUD?gZ3J9@1H(C;h)&68Nk&_IBbM)8mKNTK<+vS3}Qs>&1{~Lf#Mca
zy+p;DnVohG1<}a-9FoRF)(3F3>jpYC@{4eCL<ck9udFpv{5_)raUF}Vb+{PNiPJ%>
z>zUu7Wn6>cOe<v8Vt{FwW9~Z?Jfa-zZT^FpjCkP0sAv8?foxV5RC;m<jx%OhN8Mio
zi8_V`&_!TyxrQ7f+LJ-jwSgGu3AC}0D+?M4)yahm4fNRg$+vMfYHvgafD6_omHQe(
z{W$up&(48_4&nya*ltjDXP%#5C6vZYp=K9sI3-vH`@xYJm{}b<@D)uYDnTYu>>-dh
z;(^1HT`%~XSUG-_)TkXgL3>Hfb1N4TI)Lp8-2AUud*d{jLX^!v)AEn;TLa`<k4Sev
ziCN83H2v)kIeLaTa!s<2-{b!A8m1iv&b@KYP|kaDF5Y*a+)OZz>!bMWJgRjhJOZ6g
z>uQa}J9dKf8}i$W*k(wXW9QaV6vu%53_>|^{AhSLqX;EsgO43Kzk2LKqL?BAH&8?M
zYo}I^FW8VcKXyuIv*<btOIT;TwL<@x$w>e@a^m!=x$5`?!Fnd*f%9;UJtHQ3oL*Q<
zIniQ+eJCKbFhno<p^6N2W-EgmiptE-o;cZn%y+96q$N#aTEP&fP;R1<-Z$;DW_|nw
zHi2XRUp-1OEoQWK0xg`wD`yQbtfCI+IhLj{=Ycrd?dXged;o20M-A$nq4f&0>DbY=
z(Ci!ko}an_8g2yE<0lg&LzW)}Zln_bn*-6CK=PA3G>ie#qsPu6+B3j^bZwRJiX{Ve
zbh4H7&W-yk$3a1h<Vk3QA}7rE0s2G?8aKKVD;MDW4D6j=J+^Y8?&HsN0g%n0JPH{@
z)KWG;9z8VhAxV>jiQf48Gzik1AQq3DMSA1=1lA0}X(_pe;5d)bR>2^h&>S}rQ#6qP
zIsrwRX)q^_ois2S-d8D<%$I0}-GF9j%V@#ak{4&uOzget+jFEQ0v*pMvOHqbVUlav
zP}mA<HHg?!M!gsRLsO<18G*=VUWVs2XS~-S^_|w!j_1*eR>yk;vEK$p$PJSYCwYJB
z;Vc0ujX}-OaSrch(+sVM5Yuln$SB@bJz&H|hYc(g06C>&#zgY5Kz`B;(;Y_#Tf<KS
zz)je;`+yO<PxFH@QZqZvjKbd@3_e<jVgh9YWVGYlFwhS9a9+ckzdxsw3;32fhsKT)
ze9bpJK-P>BgzY+%PMfvS0%S;eo<TSp{I5eOaCQ6?fs_i*8rHPm14RwcVBnTa(9QfF
zR=g0S8OmZn26B=~6ROiCtL(oqA{`9bkDAk7$$qb%j+p9z8lI_n7#2FX5U5c{QqcPb
z>N*q{(9vO0He+&r%$%W-1Q-JwG=MH~iFQ{ff9QcF#GW;a@c~vu%~VPwjSq;Bb#?@5
z&oMye_V{b&ikaBXu1i2BiKk8MIAso3<Nc+5z?uZ@m1C2EM_`QZ74i!MMvS_kc9LYw
zfi-e*Eh0@M$5Dorq(egHdcrlLT1d`}@(hiW$)9zjGs%ae7LX>S1`P$#mFW^D(mYaf
z2yG;{2fNHDfd;6-LdnGA^j(5wet&cvxy|2sKG+bOd2t@VFl@;eQ)@t3LeqvRw4hFu
z?vvSEUMQ8LBqjTPf#dnZOMiEK{w^W~7i>J(EG>H6f9KIhL`xVA=pxQ(P-p%eQwgS`
z-0_00k3k1X<+lcmHhn&5WYO@DWYo5fa>e|<Fw_k7Gq?kLj#)yh&f^@<M}NHms)jhN
zP#ekF+zXL_6X#bLAj$IqBL7f1{E<OC4T5lD;c%$Dl>rivhsgGw!TSz5>c06$C7ByJ
zXK4{uutA>6Lh>_=*(p&;pycnNMB`#YCZC2ub+UPRb+&!7jF=3g$<cr}sbRB2-G+QV
zmK;qlI>?BHXk3*Vr_>mG%V90vo90)y{fn1*uD!GvZEwI2OG#kBy`0HyU+w<RR{L*v
z4H8XB$c$8InZIqm%T}VF%xy{w!7ZM%hL+C>pjG~FRxa_fd|`Ft1?C3*9^q{~PcbbU
z$Pvlp$ev%`OP((O?tAv~MbFP}em;><7rn3v;5EQ67(U!=7o&wuI8K(2=e@URHVwZV
z0Hsd%=kHNAi@PCl{rT}J*E*96g)Cn{D$Ad2yqproCrfX>dn^uF`~(3mOH;sJ^Ih$)
zKleSp>N#I<{dv-L@iP&X1qL`=>z^?b7mp2z0m1p$@%eRpKL)@qT1RnR&ra;>v8h19
z!Y?0MO_%v*?w!FZX)T5|HM%rN`1Zr+!{r*}ltDpk7&p&qb@)I-t*`5Q5_rsa*8BMo
z<iNPIh5m(IHu#kGTk`KP#TrO40ot4x9U^oI#7qA6wT?FAO5v%61A{`6lm>ll;`tPZ
z8d7b6lS?*tK+m?!zmC_rVF;hiLqQc}<+!uK<C!NYo?eW`xnY~XxQ@S*w9``5Zk^u>
z{k?4L!iezA&o2~ES@83=0pfh(W^~GI8&a~b(0<nbr3cvjIUCE7Vy$^@Ea5e*iLZ-d
zF~yf}Z2DcyV8&^dQYKkeGA)QkGC;Bu(!gg&@QTZpQ<@>Osf|m@|NUrqb0<6ey$%1H
z#<s&}mw1Z=yhzq>{+<Q1<R&zdKA^SzhJTtaW0T;fshMd&K3lbXyp>sHZepXbxo|iN
zxn!hL(!+`#mQx}NN6{(S1<8o*bh2q+69ip)WQQ}bOX7di_$~qH@pQW++x#X8d3*%1
z&JC0-A|=2r5|UewAE@Qxj8hH=F!Ixe$mCFDDzSDkT5hxthUw(@r6t()6<|1J_Wc^z
z?84y&_&?3U%)(!2!O^jxavjdN&Q)S)&o*4%Z8$Gp_<@ROki35M&mvraY^kJY6s_R(
zGb=+-F;r>N%u>TX#|RyA<oFSpi&-QQ_)O&SJ!LKpF%UN6pXl5$IyYlKSF?C!KG6Do
z;5(_)5ijXWL4`|+-3>cw{macXGXH(i`~^!kte3Q5@-I|uG*LVcC1lBF{f0~C!L|Wx
z4A-~w;D?kQ?GGz?i0Wxr@^eITSSb1Jg_SfoETY`J*#<7)QZSMo!<7pnfp8dB!<7)0
zbM2@_7DOGg4PApyUZTHd%Td0`b^2dKDEt>bmYed~>Uix;w}lJ}oz+1sL!|V<7<;kJ
ztRhmzGro=ggrmIA1N8SWv+$qmHP^E(CA{N(afRM1c9fpT=blD%&W+->km-dSpB1?v
zFEj%dP;)JEml?(*_Qc$~4ute!06y(5jJS^U3fQOlhL;3_nW^Q_4Ap<0j|nos;U6QN
zX*>qNl6Re-!T0StYh7;1^VMd2vPhxd#fPGFev|7gyW%=rE1tCgv%dh>_ostUwBkCa
zrQpL+|M4@+Skb%U@9aIT6}1<9&h1*uM+GY{oCS$Oi>rWNgJ<0nzZ}>3aYHQ+wgP?6
z&NX0cc*O8RL_rNcBg6rw=LI&RD-P<299)>v{UF|r`1nE~6yf3;vy26lv(|^fJ!9_(
zZ4p)zP7pEtxfO%UcfR0S)Xa1CCMGHTA{62JqzTgez7u?N9Wt_G<R1sHjT2eP4lXJC
zh!4U;@sFfq5I9kko4qSyJ|seNeD)g(yym!qj#-|A?RbNf@V!idYto4^j0nAlda{`P
z_Wd+G*adkok%ZucVYp2?6m)@{=mEI^VIF?074?#F1)R)3|F2m28NU%NnE?U=<XMHj
z1{+MS!xA~DNy{tdBN9f-Oq4mTv@(P!pH>6Ia)LJ@X0||iz<AeJMYa9pun9Ut5pr{#
z{wM<gt1As41{Sw5V*v-x&tk#VriT2mr9rr+Wn6>57tW6xf#~#T;DQ-4EHroq{yAQr
zAWt2_o9nPItZqPO0`ZzSp6e4Ja<&O@*m`~%L^$i7Q?n=}eqjj?@*T1S4V+yS{}k~?
zR3+4l-su9#^gn-~=boP$VZ<}KITs4J73D+<)1vQUBAP9}h2Ep`)uJT17aZ{TyuKr+
zt|Mj0=(^_@<iEWThaWp3%MD<<Aoxl7VMbjrv2dlsq9nn?`)Myz;;2bQoUqu0jyom+
zb5eXCc^L@%4$$G>@bi+3nB#)L?>d_+>u>e=q%q(&_{D#sL0$lxbp|3}hF}r~0)E8f
zc|k~nHXuRe7)o>HKhEKl;5Xc};HTYFu9E|EL_M%JO<$y>$sd%Gtiz75>_U^d)l`d5
zT?<ed6ciL88=)!eBQEH=kh}mXh7|R~fH~W+<a$KZkZNv6?G+X0(&#eq3hNH`KXGD`
z;mvJ`$#5vXrOTpw-^H<b;3PAQ@YO*o1M#t#vVG3DZbd}-FuIRu4m!oqhucE=$OeGo
zX#~iL*8@~SKvGuV64a6YSbyZ<Nv~^w{1`I<Wa~OG9nU92%kz{GjwdBksAMAuK@?Pw
z<wX%li{jry0*rWZX-(juwc>a%7|Iw)M<Zx~J~=U=M{rDuBs2{JoJdIxNVK??10o^J
za0RxJ5MnH}o1P%qh8P~O!GeH}gUm33)xK^E>?J`Gu6{RI?VUuh-p#O?hzCn9yab?l
zm@|T%PRIYOIK*SzW=2HG5o+|5<W#Fbikg&;GN(iil_kgsv_h1_D-^Im84_7s8G+~#
zWjU$uvC?F=fW3Y4*mOGaA@@HMpJg<<KLa5R3hB9~Mp8$BvZnLIEE~v=VSxx~N6|<y
z81h-~bHW5DO0KrDBsu9V(e=!k{HZe#8?v*3n0NFa8}E!kaF?W*tQZ5>Wb_5su<lyM
z*Q>KyCF67&@g_h7Z?Rg}Cht0}P?DM7fOt;fMc;!A5r;#F=h}xrJrVe{%PRYqA{qZn
zXJ<mO_B9|W>xCqJ1b9KHP$ta%Y(vQj<W^L>!6dMbkcruU=RxRPA`9K1A03AzX%bK^
zn4KCbh;a_j43RMbCpiSqN2MAQn&P<;MstIAjs_uW21HgiLPT{Q7bH`0)Ce*(UjRc=
zVnpsrG5S6oEjcq}DkBww4PYSVf<c`kY7BC1!V8i^gWce#>>Z(+AToaAHBU+icC8LU
zv8VaGge+_xUrl}k51vl`Gg6|G=FaKB7p8+G-IcN+^#NO_RPoS{BTiCsgZ?237?I`~
zHe<n*WJ1*-%;!voS324M5}RfZ8d)`2N{NvI?vbDr!$Kq%vPU3v<{9EFm%jC3#1S+=
z3F*ox3G(D`;vjB!gW-S~NpIY0afR`w+XUu`P_`R=ojp{z9c>uU8L~GXf!<l_hi4`c
zGi%H^ZAwMQn#d3$V_nhJGZ2kd%7vOg5Vri_9O}Ig_Ztf0&@sco>qk&(x(Nco1zKq@
zAOf>Fx=(6mZW&322;UaVl6xa;8`o0G4HNgWB~eZpvRXL>j`H8F&%n>VXQ>fZ*()%H
zdI$|@A?2tQ9|UT^6mrUP1rLT6(c~M*vM?bZnXu`7f-5@!2D&<nuFfUbYe^eE))S@e
z+WcGNMzR;B_xUlS=gnxKU~0TwG{9_lw}u)ScuF5oOPSNTBK?;^d4^M-h$0+Jp!}Z%
zra>|^$w3rC4T+3-p4k$I9OM6^GNVdwc?or<O#mh>=T4m`g1d&n7%G4_ce(vowfF0`
z?o5Ee(vY!YrfiZhD2f6hJc|#QZLv1%NnXKhrZuLg8|IU6^g=w<S`S$DBWXn3q7BlZ
zrFBs*J2vKn7DhKC;|yVtdLc81al$nR&!MGUTbkkdnW8M-ZJAzc#af(`odEw*h*+o?
z7-|8qIK1J|TKL`Ub=Pt!AD|T}bi%lR4I9BgQ*0?#DhQP!FL(54#>rgxPuXH>ZPBZx
zYRZS<36g-Qvi=Gvxe2<VSmE;o!k`*`20mURQZvB(oAZTo7@(z}sGi6Wd|H%6IH9lr
zEe)5bLQRYoQ_kJY6Bt$l2xUhN?GK{#e|!RT^jXwR-)oSyVzzaLFv&KlL(dtRWLf#{
z(*|<^v5{?h$VKlRJV(V`FywRSC8(tPvSai52zFoj8l7CIJ?1I_KLM7gyg4NQvV&V>
z*gBOcU#I4txFIDoDw7AuQJYCkG$J~XP%`7fG`V19_J^=y)Wm#a`2p0P4!Q=?%8%k|
z+VV4r&=Ch_M7kZ(;W^VzprBUJl@E=CG#dTGefccIA)Zh(RFH<zF{0E4heQ6f1*|-M
z^TcE%OJW87Lt0LZUWRygeV+b5ae<0xebx!{$lxNSm=*~QhDA){6C40|d^tl(nPmBA
zR4_05D(LjS;b&xMkx<T!N3d%trgO;;@_}_k`U98YpdUz@1WAkp?Lc^rwl$746}oXF
zCxrK(tfT+a<s{vR2IO#DfOkWSVaX@@J!>G;0Iy&s*f2T!SW|IK?iUp3ct}WJU~l%1
z+2KzxB|3aqcwyGgd>O+K$<I-Y*D)c=$mtxjqNpr-vQQVhu^zGtAj|(EFuWbBF<P{7
z7JAX2>+=Se-wZbp!~daF2_Kj?|0tK5q_HwKxt8!wkGt<{gvP~8KB5Qa8b)Ik81U*^
z{K2p?QzJHk^ntFBa-F(HxI&dZNA+A&RsvK|=kos`L$zR+WE)^&A;dLA60w|btVyhB
zX*IZ%>$AFt>>^fCJS1VZphm7SNLn*no(!v@`0{1vq0Vp(8G6artcKi_^vfyu*LlX3
zmx&gm&bDt(J|WgoM1g7g+c+~cE_jE28_Jm^_ncV;?u>WrMDJ6wCwXm|<Gf<DUm%-<
zf`IXg>$T7eTKMhw%48DOFYDBDVZcl?!T@;-uX$=P?=>19`$e;64_;(2bJZIbAH#H7
zZ7kJA|5y<OPvV-E-DEiF81)c?;EEV@kp@N6;4-xou5d^at9kkW`(YvDk9sv`oOvv1
z6s^1FI3+JUr*z$2X}IJg(G8MmIdAy^JBSOVY{=norRM1eI&BX3TmRECdtwsplKlf~
ztpSbr)|bm|q+G}@$|Zl^oYVSa<)n`CYb>_U_63>s6b&@ys_>rB5Xz@^=?YX$c*nNK
zt^ejejS-P91~58^6w``uOLB4+ML<Twp@iQGTChMH4x1;{1xYfAT3oCn2FH0~m<)om
zc?{SrNk8umZ2^t>{~$C(fYIm2QpbQ;QVA5XUQy6|J~6&w-DVRS3lZzNHy02vjkAL<
zmIF;_x0H)<2Z4mV@5h2h`XNz2CUzqJZ)UNO0SpK<!-xb8)7L;fFPkfpO&mcL=7XGg
z1`qr99FS8lLCR0<6~c?bS{p_R^c&?B(rB$YPG*W3?lJlg+htOd(&@W`18K4uB^e)Q
zVXHe)c&1o1ZGdyb86=AdP%>mewq>FP^009p4z-JK3PolKfaic54j%S${Fe!kOFZKy
z5wZl;P%E%v&Mh_zr(;PLkk;`!NK-C!Tkzs=E>S|WgmGPmcXMZYXSyXn!MD@~`I}J5
zyu#~%)(ffKfr@!R5esFD&HToyDI-IU=4Tvc#~BK&X7lA*<_nA!54dR9ie?{iT7VR7
zfmDoMfdc+tltwH@xQQ64oq|gy--n~2^4JC(l?RD=0ODB<Aai@ME;v+x2lYFnYOrnH
z4jMx6>l1DL9b9hAlxdj%!vH}g^*thEIJaQKbqoZG=7DT2Xke;tba+vJlXzFXz|G}A
zw1g1xIphSLmgY2|x#6h0YM5f(WjbLfm1S1&9j-x&=Zjq<z(`XT#E{|<_V18Otd-)k
zM5TXmgGaqu&^S35&U?bJoV8cz(@2q^f{z*=*M<lJHJwdqLfQlB1p#8{aa}$nOPR&Q
z{~~0{-59$Y1yD$HV;$?ea67F*4raR<AkN4=X((JU*DMCtrJ;smrRPU1TnCuX^A=_$
zpmM>QicpU02AF^CTKwOQK+-~cH)wu#r3TV$%*&qBiREf)pd1O>_nd+PwVGxP_B_K4
z!x<3JyQZQt-h4k~Y4s9Wgu|B6mO3HV@DC#>SulJUjj0dnUxTS1frlE*MakH59b}4?
zj<`|RRBt3)T&VXc9M_@jd^3c1p>2$k7vQS`nlAHO(kkL#;Uv3%nRqKwTYxPy8!`x%
zEOJtd)k^aXU}NU4!#2Y8eO68Ia6PATBrZ_3#0Dr9jH&&|9Ca9Alj53zi1q*EA96`R
zmdh-ZEQr)fMNi^v_Ks^PNtGE|Vf7T#2%xx@xH6ZpdXgorRT9tKd|SFM$cl;=s!9R7
zE^8D`jAUQyuMveCh1CVvy4GOskL#EdOLd)G$mOOj$hzbo*q8y>1UmxRbsg~QRF09A
zgfb8(Gua75P_Vn;I@1>u2fOs&3_KI)1w;ck=7<$tx0ahW8`d1^_qiFO(3}*8CDTd=
z_+{|4XB$86pqYz*a>cjYyD0y?@zDG=uzGIw+-EM!Y(M*6_qprcH>xD>`p~l#OP+qz
z*DEGnTNLPSttDNnba=-~(5ZS@wVj(wTh}(qYGHq`m7trCiM)Iz=(M)Ej`r{?L8pyU
zP;POS9Fel9*h1RK5(lI1NNgY{cWxgmLHVC3y66R(q%cN&z9<GZJd8@vN!P^0oEEqO
zm7v9cGLWd@*&rJB5H&LFnS-wcWq)UYZSRn|MerPWCFofHL|rA=xCJB^vw~nr$mV_s
zDUehLR|(4gO~|%Xlyg3;^GwJ?s|20cFvFUM@4}A5DBeH`TWBs9N*xV@Yc@F<EyX`+
zvwRz-rr6k4(-cJwQxybvss!Cq|G=*qQLtgV79Z({5?WgE2T%zr|3|wGTvI8-)<txA
z1BX)yn*T%nQ_nLS271;|p5CEUf|CCmI&afoS-->Lqoq@rv(cF`u`r-{ar;pTO8yfy
z45^lcMu>-82|D7>JlIj!f&Pa#&uXFjnPY+~DJ9M_$0_zKjDS&F)5MhZRWYv2-2_;s
z+=lPG<f@!>mT&Qt3>flcb0z3h%0;9OyKob9oLR|?G?dK81Fr<l{#kfE;TGAuW^f%=
zCFqEMF<JQ_Ec*=VEcXHl+5Sbj7?B5932OfX5==O$-@{cbjv-{k^I`K+3<p~YYW-^o
zfsqsw8boY590NdHm6Rfke3pEHh%IH*dnu>vVsT(T9ud69N>KIx8cYR|?>d;h{qoy6
z*#}<<+WLROu5=MQEZ?RDLS|OxMqs)7_)GMq2oaI9&y}F+UkkR)d`|6-NYDUj0})Rz
z+C4x&^M7f_VXlbd=lgK3@K0`OA-0w%?5+}2{Yx`z4af+<qJ;u%)x?DV0y76%39A0O
zfar*5mC4BvYO&N|Rf6Jw(LNO1@}nzI2`c^t<gpXK9INGUY;2ZsQP>e##&!cGzVVx#
z09gX6BW^rIHs}pGf+iO7WT#5d*59H0MKs<A7X{-n;V{n^0ogJoDVri(qWn92R}`SI
z6e2AGV5D)`wo1^c9G>VvL6gL9!Ii_T1hxJrW!vIn(OLjJ<Vw)l{~y*Yi7%|e>O9O!
z(Ce=M7<ew?w>h36kjYY_s^D0Ft*3kYxorGnSIuGG5qc~_)bjm)<ayWIC@+|2l}9xK
zkv(S(9ku>_yhH$Ha<l*W`-{&?mo8^j*i14S5pO&%7`N#;)RASFad|I!y8OHEFIfq?
zod4+H;s!Paka~U)m7weRABrVWjN_O1WQeWLAOj_*q{#LXLi<n&x}3j`=z!~}<OD*o
z875hg&VDYg6upk`GgRih$ojO*pTa3|GICmQTqK?0U7TCEnVLP&N>K6dOL;(IK_j8U
z9V^IA<1^0%=Z7h_pOv6fE<uZ-3M3Q3qQ=#?AKK3*{9oMZIyVgAv-zo*_I_1@F6jSq
z^-shE+9>G|L=K=5bnE;NzY=tv|1XVkhAA&lGO2j~;0o~p1iPCO(@VF!xVv@!JHEP^
z0(Shn`2SW}zqwr&%#xd+bxI+yfl>@u@z5(lH_w0T$PQ;<)}N)(wz1fb0NxDF^5A8P
zg5HL{TYrN+zhfn+{f~xBww`UIjLU1y#;62qjtFa)NM?i_OeLuL8=6lCEgQH3m7tsP
zzYeq=fG<tEfY?$=&tJ9TX)l$aQyI$*L#d#XF6h9EDI!<1;1WA|Lq8N1XkF7-c(JES
z(96!h1(NG<NE;Rz-v3Ha{ucluHIkkiQXU%>x8R1ylAUwFm7w<j(BUWr1zv~{%Pync
zunwaVbgGz+Bgg43fm*`3MF$Y=I@fTSR7DTD=dfSOJu|EY8eQk#l}g5@25o_kyJeqS
z58?YU6@t~Z@P_LW+Uu2|lkRgY%6Z5Hl+_jKuQEl0jIb78MQ|dZuFDlO%QdiHm7vvM
zX}0AB0sqh|LCgR18VsP)n!~RIo#y2Q17QIh9UN*U=tSHII!n8ZYVIX@a6>Sq%s#iN
z_*`CF>wlvba-roJEw7DuTe3nwu#;P;QmlM8m7vzYw}PV;Uktq#Ops?|^^5R{JFORi
zB5MI$9Y7_h^{4ck2z@$~e^cp=%+sM&f{MRclWWFjEp!m^W(l>rrFA_h15@@te~^Pc
z-}g#T{HOg&iCW`v_?4hjMpxEfowwox>=*wXN+sx&-e!Ojl_b&OSAvTFmg|VruSg{*
z{%6lnI%Aor^<J(E#S#a_Fa33}m7wT<6oXJO#4k<I8aEthEtC5PUkN&Gl!BJ)7i2oz
zN>KG5t>+&K*TSiC|72cykV0v6^#NCcs(%9Z>N^=4Y`nv+1XcgIECn4a`e>GxMkbWX
zdR16>pp~GLm=43r51S@2RMP1XD?!<R%TiFeCdsBlt^`&8lIbY@TK(qXSAyFAk%$TO
zn9oX4-Y_GA{>!dCgi6rX|1U~G%Y%>shg%8C|6i7ZUXe;r^|uyij#5x4s08V7D?z7?
zQqU_>2}=KPs75L16{!R*{yWzHFs8|SCN%r!5Gz6D|3_$1m6Bxh;a7sT{}W52+Jw>@
zhh7OfNv1AJLCL^Y?OO+uSHm1Rj7m`J-<GAISELfO{BH%AN<ptkC20E}fIy|7SELej
zVsKebF7jcYi*j#<a+sB%&cDgu(XroGpb|9uYf%c?Vg?zy!>t6h|9RQ}N<mxIf9RE<
z?LWLI1%>^?uLN!XqwF5+cSR~evwtqT_=H<>(3POmMk(kOsRW(MY)C)MrDdCn?+&RF
z)c!xqQqV#$hh7Ql{38*&Q3{F#55E$$_*c<uws#RY+<3T^pw|DhfHzjXA9f|E_)oQj
zo6oAs6{{X{6EO-;9#AEy_<wo7OVzwC*X@f0bB_5%^V-n;tpv6I*m{D|@*usKc?riB
z!i=gmmf^(^qAA9zxp|T52UH0v|0T#!oV%3MNIo5EC8+%WvJ~`+RDzcOTa<!UsX2<Q
z4zm(e{ok?_^omr1(mz6-qZG6>gTz~vnsegqFe*XiKbNJTSELfO^{0zc&@uPJt^`&8
zTj;S;&?{02dfEIpvRwS^wi2}SL${qOI_g802Xk&ZW_D6sdf%(=C<RIPo>;5abQ~gk
zvNJ@ra=XvIkLuEsoekR6`jN9IJLt1Ji$iHocA{t3*XPh#=JwH*wwzd5vHym?T^#91
z)w;j?Rmc3he$MROA9eoxea}DkG45?TYj#D!qOH9oY|frOd-T-Nb0?3Sb0v;=?Ckk-
zM^9dK*6iByOw~I&ZgkV^ue#}U>De!j+?{8??ZDlW%L8|pv#*GC53@gF|A#%y{`l$B
ziZ9Nton1L^%NdU2`IDy{x_i<}#j~d+@-LeGz~vJ67nR~pH@)fl39tjpi}$wH5f5zd
zSVw$`GU7oJ^GBC2Bc877MA?(e66R2M(cm|aeOa^YwTs5SEJVKK>Aus($-P@@pieH#
zlJ9@j<p+PAW3MQC3HZA^jrppTql&F(Qn}k>A9If{ddzhCG3UFxWU%`@>YB4(bbh?J
z;INBkv!rCRxvKx;q^qu4JLR9vCESkd-ROBH_<KC+ny>llIP0q0-S<(aAMxm~KK-ck
zk2pJhy<4B--d)ds?L*I=|H6CR<>K>*Pi>qFyrqZbNxzo_>t&#NYI*MO{jXxwU2W+D
z`@_&rIZgQZkyE<5N?QNwm7^>$b31xu?P^Re6?f6>t{+XD+C&qVJ7n1TOJx}4;74Tz
zW$1s>f92#C8$GyEh*N5yq?iEd*yO`^*Z-8^%a@jmKNf+Q7jx}%ZMl%vb(WS_e_Y(X
zZH*4@l;O65z4Rf&?2oqQv&vc>y1g^1xLWK;GbhCM<&@z~4%S7L-jlVWv+HLaA`i5U
zoaTCAp1@cVZmH5(9{7QrGOTTGHaZ%WUYkqH`Ck@RF#kDWWnWw5w&<`8Aq&in0x2G<
z==^xThf{`4;4-D<_TS{-wCF2$uM&ppi{>(*Hf?du7aHY$Rq5f9T){Rx+3YwiAT+nb
zbJ7mlyFR7m&Y!LDX$CnkHN!!S^QwFU6Chdc$u(BzOIWqb_^wVFZr~TwKodK0wEDwV
zoE=1M`Fb^9US%uV7HeEbyme7pF8?}LSRFuZIa<2T(sKM4F2$fwe~}mzS~;MQXx!j>
zKTa7QrC^sVEuR#z&7i546t$1#z*2z`(Y~EByfmf9Z^C_}v^@KJueIfsjDn7pXBEG)
zMP0XqykhEh=O1Tv38u^`M%yIOB<)}}?^`MEDe}$#8M`jvmXco`;Oj%I)(-n5!%#Nu
zM_?(6r9#%KQAF40lws1drExYzY;{*_F)vwK?)<fZ>w~B*zdohq?LUO06}w1#i9gyK
z5p$0!+<iP{I0y*sU81y{{SDM(3HU5}qf$S~L&F#~iA89-6ey>r1PJXTRIOsWQMLJD
z{yG_Az0&fOVSCS6NR*fwn_${~X_S_$QLD^=9H<7rb*HQ7{}4_YPVkKV+D2u!fvuO8
zxBpi1d;$9EkcX(02DbRG1)(bO6ZU@8+?e593f=~9!vZ2dhx}Nq(57BXqWX4Ip)`WN
zTxmJ^cVM;UnRM4xT5kPqvcEk-{jRvBYJB*Xm#XY#e@+=jJ}s%bL}_{Z-=x<w3^s!-
zQX5LCmDE+uwnA}p1G_q9xT^lNDp^yt{-)CM_&<{<{@0<IyCTK*qqh9|l$Kk6u&<{K
zn+%AOni1!g(sB~EJ$tKhvlAJWXX3|Cmwz6|(zF9L0fEmK+m!~1C<3n#%ZlKKa>_yy
zmxG#il^>yD^se|Nttoy9jpKcWi*W?%Ss#qeHHh){V;sAjrd_dR>ko};9QHv<TZKst
zGkT;2T5&%%`9uNM=T)6xhe?f&4z?uCW*f4W47XtN06oUO?B1Kpf!cq<h~%IeCqE#W
z-At*W3SxB%1`Kji08a#oxnq+Xrr8L7w|XlPu90~Fc}dr2|5p1?4(pep*@sl6txXUk
zHWU`o+op|N3)D5U*pu<pfk$M=z$M7UB~ZCM0$UjoSI!5X!+Cq|Qp3C~tNFSI4fAvB
zpL#)~%KH#UTbXuRaKw`THyV~2pU;-)x&JiSHvYt@=ax?EcnqGM*FKG%M%)1(A~AIt
zsB~y6Ku)BfRgg8qmYLiCbH*86m#x1bw&2_*2vsD6`_`jd4iCt!(r%@?I*lMeKt;=Q
zps-!`<_%;+={SL8e$oox8AW=TQPcW1r0o2=QQT<JTVvE+B^=h{>8@rMrJ%hUR7|AJ
z@E9rV!bNm)ylcP_kfF4YZWkqG_TO!EHPURCKQ<~3A?*GDI0m);Z28Xq{JtLXSFmV@
zWyEKp?0`~ToA3INhPeiqey<n7f!Xr;D4ZTdZLQ(*D=gddx&9LPlF8x>n_j34X7Q67
z$UK=Vvu0>nr@R3d-_Iv=RJpZ$zCIL#t^JF?AKNP}=3fK&8MXVp=yVf~hlkYjDl3=I
z(bRH)ENEhv{22bi;%>W5FW${2U^f|pF#GcE*i>^_e_C;Sf@jF=MFWFH7Jq}lFv^l_
ziw216Wm9Nm?9^reZ6P!NWJxdou8yni^=uD|XXatGySx3r$1D1^{0VJudtuXaAl&IW
z)S-c~m~Nw6oeZ@*Hq{ys=z#g8V<kuGPtUP?6Ep@!2DT924ost=LNYa&hm>$_7s}W$
z&P{8!m+C@7x=!XZ$x0vj5v&60G8?ix+kSY^OEzWy)FJ%qg^_XTV%Y6XY`XIS)v7P?
zzio`0IyjJLi#kX3ciWn81yadCige={fM%+qPk=2pc>M>s5Vh-N<eR><|1vE*H`adZ
z%SYoNpUYHYrr$F+#=9+FASL^|&A?a;mmOg13l|JIQf}jW_J`Q!92_FM;eR=Vjo<CL
zz1V*Mc}BhSQc>F^VCy!<AGX49-E!aYQu~y#aF+bP(bnd_YS;ctV`GDTZFqAh*YWrD
zlK)#_V$>JO`pwVHe92ANnm)MH1`BN+GAt+OPvcu^n_-X~Xmg9jmJhJWXR{0_<BpaG
zq0IE91(c}loT3gtS#BA#<6JL2u+CrHy!FGz$PQ;<*UA4oOR`HJ>br|dZu_q;7QZlw
zMtsiiCAB9$iR9g#yUxZ#0mT#NJVEa5;09<yH%l#uJKA8;`l~vew`>ZJMQWB?!KDof
zt@^!ARC^N9n+bI5-&^S)!POz9lij-MhtYhbBOKhzzbdqpbnFnw*^aS<aG{t>rWYaU
z>)emdXj-<^#&N-5xuM3={u!Teo`%n}VFwlw=gbvip?cGLm(pgXYIgh6nP%ggG5<v*
zBUEf^h^NCACS0pe9gYbLXUiMo?Tz93c8KC3W=98esr)eHh9U2KF5e6ly;$XA|6O3p
zBC!y8VFQzh0k_vWF=;k66P62CVi=k8f}xH9>6DhL*g~1Z0JE2U&xUYa#WmZ=U!dz>
zi_KlvUmIu}iu?yNDoH)>Fwbak-K&dD&YQ6VUJQ4DS(%KXvIldjyv1!RwAQu%B=LG*
zO<N1LXis)d5~Xjw=z3Imk70J2_tE3l|Mo&f?}V8f2F^DL0*jR?z@O#kx(?a5-e>91
zb7@P#DRb99Jr>b{lJ_y0>rpb^>>1#`_fN2DV8vQfW6obj&efDRLjJfHQpb*U(ZKNk
zM$;K}fSGa51#iQvHh8aUwdO0_%qWdk5Gs`5|E`Cl>1Y7JhDHbld@?5B#{unFZ~q16
z0pK^ov&{e?G&opo-jTj)L>>7VY(=~@ux7wx@O}q{7`_fGAMPBF9NO**>A0?~f|p9n
zspjIKz8@%elnnY8AofPqdamUHd$x9BaOQf>{5($1&`DGQlE#QmpsC`iTx}x5`yGc<
z$(%Wa0tSZ@$*8GzVULi3%C#-l7ldv9dmmu5#7Hlw1#-=>;2PIp5&`xN5MB&0EElLN
zeq*p?V|GveGHUR?P=)Kh8dNbX=B%Z-0o5<4!@ka_BR+BdNH2DNK-Jg0bhM9L02^z$
zW>mQz1)+W$h$fJaHynfLc@mJ+G^1icx$D})Yt}7~%0_;^>sEGkC=luj)R0!rp_4o9
ze;YYb5HMQBd7`z4ei)jHK@~?JH=hY1yDqXNlCJ@#dgN!u2phyYt+CAjJJ_abR^cnx
zPHaMMNsA5;s?65=SV^IQUeSN2#W~Ip3RGc5pLOW<&Q~L?9Drp&c&8$XM$X`fTs0sH
zjyo!#Zm%jUZ|IKR_B{w-NACnr6GRuDM^lgxJ=OygcFp_;`2pvM;ApTtMGLZ^?~*0s
z7$fv;fc6?S@HnA>>ILcr$N|3yPmBn|jRz8tOZ1*$l{4kqVQ1){3@!A6goB_HsqFtE
zp<+b+1DA*nKRCWmcbzs|Sy0C{d4QOFq*kZ{GCS~Th}nb)I7Qm#;~fM%W?Pgne>&+W
zcBZZVjt|Cv7>EF3|GPOe5Wc1PYoG&v05H{O#(X{8(Jnd?4X$X0+%)4C@iDu!qCU`3
zyR{Y(nr#FyOl{+rxXTd`20-@lDrkVwqB|47u~*>o1pFE!aZ-qkcr}prQ|n9>ixkTP
zU>Nob0R$!>4ATje1QH0eRaCpyn?E|xCHhCw#1Y371O;5RuXD3*U(0y<%<&1Ec%kf8
zb+|&$`W~BofC}hoy8UQ7do20pnrKGdu-j8cG?p!Q3W}&4dlqOJ<coI@cd-xlRDkj?
zIx$>3Jw_J(LjTBzk<Ix^tofj5O-46;fY1^h9akKTY!l%b%Jsfb<B$LV1YI_a?I}Ey
z2n}Y)TqloWIK1h3Tw$2nPw#bLRuV$|&G}go#Htgvh=_JanRlV+_!9Sg5a`p9Ri&bD
zbRn`C#(_75rDNBzS*e@054M$pdya*T&pEgmHummu-93A|yKcQBK^^}W78n25tSBeq
zNK8cQ<^S7lrQ=GA=|zZiR`#&x%El5ohLb<sdg+1^!RPEq*^jM(J!{c|8o#l5;$oKz
zsEnn2zpDOaoQvj#WFupQl*3@ITNB{;*G3Jz*(+3L9g_U*TBJ%5YSMrtLb&!;r!YAj
z50SQmJ&|S-{xUg<S-c=PPtkE-hr;H(TL0UbGf1b6{(!}+6+&Zp&853gw@-CQuyn9@
z*Cy|I;c+V3`(=xq!Dfh^!Nn^EGv`i0f&)dOG^9&p#ImM92C|^AFf^&Z?|?3>H3*Q+
zlK}!h@p!u`iw_YxMMIN`c4sm6&f61gta9_1gArk;newEOR{JrxK0UG1F!78lRN{Gb
z;zYCYbmW-VPFeq9M->7(sR>tvs81OU31Ms*8Ks~#=DKY`$Zb?bka(XeAyg4>Nn6j)
zyWh!sB&N#&HQYtg0jbJnaKvq%Iq5J0Kxg(}cfeo55OxG!d<-`Tu}yIe3%FZ2)5(mi
zmedN`fNv+wg(IxTEg@FP4jub9yT~kwru1W(HAbqwNKI4dkja!hDGFuUq<@AuOs6$R
z(Tt&T494uo{*pus6Wzl>Hkx6snr9-J#`MD=F?c?cYcvE6k!EK(3T|sZ7oB;7iz~Gm
zi@jn-!dw2QWdmU)c8GgB$iTW3pzZiZv|&Jy5p5gwQtCILv%2Zj!7BJVZ?y=gv_ptA
zXBk7^VbwGf;Ta+ssPQR85W&fgW9;ul1HgKnkTkCH)~p#qhxXE~x50r`)Vy3LY;Bg7
zP%;}V)UY+*YKY`uN25W<$dKi>F;;vn8RuUI3o#U#by&SP(J|+5li;DXS5viP)2FOS
zFO-x(=wxUcKDB>T&-0O4e%|ju#OweHsVjJuA;I0A;}RJpcQKZK?PF7?WTRrcM3uoC
zd*`p^>z3mx8`sXu-a>qAGf}bpRg&5#3~3GI8O!pSVe&EJL!uN9V)bsQ0AH+I1{K7h
za+oK{5Ur%|3e6I-h_mx-&yMp4jfdXyeX64>v=$U3DxE_+uHmE8ReeA*4&hrEE;Ure
zV&vB5NIo~Pq)i9EGQ40N_KBL7c8>!>@vRAvjb+!83CGI+lSb}iHHyLpD6T@5&{JHE
znzDFExi|za3<_2<PBNkZ6mYX-BR)xMP;3h+@6V@lLQy*3<j@ojBDNy)&a^I>ss6Ck
zYFfSKj5a-(N~|i8FiMPt9DGI=rbye9#Og2b(kN<gizw8yD5MzMNcFMl(~2YnY-iNO
z&aUZ+L045fYNh>G7{y*AQVpfkm@~#R!op;KWvjAgnseAUJK`AuMVO7xcSEW*KcdKY
z9sZde)u21o(_G;@$Wdb8648MqrON-Qi?rR5#4EBS^SvM)L8pPLuK2VBXQvGlQ}`Yo
z7)zVIXXADjeMhE_e6}{6zzbJ7U`$Z(VK<M`>YNgE0`Kf0!zTZZJO7J3BT#h#kU$#=
z^*I3}nP8M~XNVQZA;5&QNf|k;7vFMUL*zancus-<H+W>Wo&#W~tQmf)j373ovDpmb
zJ&iOW!1@=TvB!KD3EAM!O9Ik_UYwp>JOgn)0B>}R0>Yf<W*P72;UM5d3zRY6a6%Rj
zd1+uAJJ*uhrsb6S#I$RY6kKAJBiX-=Gp6ByBS8$JTQJd$yP9Q$k#DS9NQ==NdW)7F
zc%3Su+uO4y!;(u1O=bw}nHprLCs`K5H!@ttE;PlO<9Ix#i~8fv2d57ERENnW#s(x5
z&!8vKF1-6Nj&;Uv)?7`qI_g?~F)&`xm4?!pOcf{?`957cw-UOX6b!mPLKV?2b34z+
z`7g#*n8}9!2q|Be!;MWG(yNga40CdYIqI5nX}cV_FOb6R$R7e`vJTBe5oTaKux4-x
zvou4lJ-;I11Hvs$D1x4yz2f{|xNz1m5i)o+)6q+j%mpu07-%RyFjF=H1~mJejLuvf
zb`jy6gVkz}2$!-A=uv$(wL7VDu6^Jt?2uB<Vk1fQr2ddOqzHvHBM#~Ik}&5$A;Fhu
znuCw|JeiSok};C>YEe$RH-MKxP}hkt(i04Uq!3kswnl}014*`(cJeP0U);}C{tvYa
z6508VcVSivD`mO$($LvhK9FLyagJ`hf@bW^#PTbm6Gzr)D`&AGnGs40J9T;svou<V
zSkna4W{;D|#6<dq3D_ZVVBZK)LXtbz37G(xQ>9shmK_4C8^Fry<GHeI+xpWGEL-xF
zZ1ctuw884}4bG>AXAj!h)es4FQ4z470YAiOTH=2lXUmx$<Bo_gM5mo2Y#s!vYsyu#
z*+3Y{a0?`KmUPx0S<oQBuI%wx;i&O;BE9azgPY{Z2~aXXvSrh2VK48G7Zdhi8Cr_z
z&CB%C^pq~WfARYX98$9I-QbK!F<V&EDJN7#_>9#t<Sd2P_t}5BiW!Jw1$5eWG>n3Y
zq>=maoI#e&gZQ#!A=Ur0aaswTQHE!*7WN}ET^n%0C^pd`!(_&?V_FiNinofDH30Rm
zxO^ExF3RaP=JUOg`wSVO0J?Mu0Wy+$UP1u15G$!yLrUZZfyD}{R8Rrh0(;B%aZo%p
zAV8g;m|7H@5X;^-!|@y52^}I3^C1Z{F7DN_#f@riP%tq_jgU)%$Jz)pX&~szRWpbR
zvaFy4?38ODT;63$c=i{?|7Os@b=IF;jbV(2{SA~xI5*sa<QX+BsV=IqSOZEhOWbii
zsHqdfdcfyd3FU}`9LWKShGHUf?Z`k)>}-hB;AzC3*}cAaY~VDLiT|78TnA~PcrzH(
zo%=A>jxsP>&1Rb5#?#5M0IP`jIu8SG{nsX9q2Ca^IgJ?pkkCwybsXYoLm_?xHA;uC
z6u(ZH>pDz~Mx28vb5z6i5IG@o3=nlSz@k7AW9$DJSQ=z7q%3zR1;?gi0QfxT0rd`4
zWZlv)p=xGZv{SAq>wj=b1B#Y5Pjm>e{GTK(-!!>58fZq>H4xLB2Qr9k%$(I6`gZCN
z9}LuNfe`=iVi0u-SJclM4n)XjZa6A$bql`MS>Al-3lmwnS_9YF^_UOo<+9G}rm~$f
zZSsnXsg8wPbgXy+%vJx8@XR#SeDT_B12}e__9FZJTdap&IK*t34-(yVO_#hcHPdy;
zs0gsEftDH;(Z=8;%94UM8qGp>o$1<Uix-Zy|B7alU-=__$X&oteb6W=&vD%cB^I)O
zy^jF1>%_L{w647yHz3yLnw`wf^EbTvH%mEt()XyRYnc|B=ZO7R$sds}(z?VLvF)W~
zxdw4Ih0I)JXypNt@j`D5HP0#MW$K2_qd8yE!UiyA7;P_O;hAWK<%<T3h3mjIAm?9O
z{|YQdl+D911Tw~!7mD!}EFXzD4KSu$hb$O&HzTy5RGw`!OlZsf=pbH5X$jutnBh`Z
zS&oY9Vj^M;$ds4s`i%Vty<hI95P};Zz-sM<=+(S>9=&H%x;78(yDnP7BI^AN5Kz=%
zW(lTX`yk1Y%1I&+-x0CzlNPS&NuNYL<{$ZhiATk%sYchCjr~N|IViakl_?<;{bj*q
zF)ruEuyEaKs4SsEwZ(&@3D$1cx@+zkIB38%su(mN{$0|Lm1!=WrAG&JjW)3xQvz&E
zG~+4{AUn1&J%dOC?bHNT19nV~NXj*D(erYDozdt2CXj{adVG%t1Z-l_{7Czs6t|_J
z116p(h%}yzD6dg$uaFVVuR$>`A71o>B4WXdehBf%_&R@_zfAdDxPGS$A3d_D^4?mL
zdTPfC+sl=L&IPv9SKf5J78Fc&UkbXp#P;&#!KapGvsDpqK4n<_tuvIrWaX+mQpZ=I
z6m%M<8)~A=)2e81AT5iZp)y26qOX)-D{#?9UKLVlgUSpbzx+@Kks5`OXM&kh{}?EL
zJKm2~5E`~@8RR(b7iG)89L_Prx;EI+ZPPM{Tx-!v`q#Kb2@&{+iH_iRNuR?h1-1V`
zWqG96(6VetpmQ&CfPFFBnnTUAxeA6rK;C3p8_I^)Ww5hR+louN1xnZ+19ijN9)?bK
z4h1_bvyJ{vOgbV{Y0V;Q+DU`Xrknc*UkaN2k%N-~H2j9F?aaF2_$-JrYby<U0HvVL
zKLmJwGjAG*$j%w$u7^Wgi~zNRh=C19hcKlO_Nx@s`n!TPqZTxqkuWbl%&!a;u7^vQ
z5jzhkvwgG0MmdaY5S#~|`#cXYSCR!+gx0`^jf*yxCL?w?LGpj*-vd5o7%g486qNi2
zfgB&!RAPeSiTYU@hf)ek|BepJpInJjQ0osfeN)H%o0z4<>D2yqha6=JcFisszsLPd
z*H$46oO@%>rJ&>dL&BNyiUqm)h>=M!>?<j}WIoO?B7|1FHKIwN3we}PV-#lca~GI`
z<(CprOW!oV8v%;$w5a6LrJ(XJ)ISr&GSJzBY7kJeaB^`zYDOE_4{gLPj5vc@_f@-}
zRO4e%RK+NnIm3Su_NfeVNm~NSCc(61m$AV}O4gqJ|0sq7KV~>&4b+a+h?!IjbyH`5
z2C^Z`*`Yu^s_tgdn?UlDJZweLDETDCyCm`1ZKCvyz7MDr)cHrn%Q84&@9;}OJO4Tt
z5U!fzCSr;vl61vV*q%v4f&Y;0XWvReNBtSv%*bXDBdszqL}xO;0pJL%SBz;8S*ehm
zBfc5xAEySV8yb-3;*7p8<ii&kzY!hVdjz`*vLU>M6Fn@W)zwjdeDKE%(<w{~CR{Fx
zfsKKh*y+x{D4g%X0<^Kq;gy0;jidlDb8CP;H}4QjLEC@ifQ}hXp)F|uY_Yk3YP67t
zTxcES*Z7~UC7g3-h>Q9|bOi(A^Mfx1CI4q*lM$K^np$B86Qp@%2VV+G{-x&^MXT#^
z$3rUxZU09ue@bOxa={E)Q2M5bQKl6B&g0o?18#gr2PT|wKDdpjitzUJEd?$9fB;9W
zXaR4u5j#d4hf)ga{25c67kR;cGp7%;3CU%`qJLTrSvV{=U#JUh>|ZJ9RFrLVfzlzD
zf^Mom5Idr5%@OO3fBQ=|X{0+3suc7(>rciYHip9<*w<3fx&9z~WbwlvNF)p25I>81
zgwm$x)bB{`7FC<y;5jb-LK~UyWgV!T<=qiD-Q51h_w)QIoJ}3Df*6sR<;%NyF^j*4
zhtzZS!TNJf@$xwfx?Br(ZtIxET}WIGu<Q)G$rMH@=mP(v7Ig74Z@5f}!IRaCdxJw3
ze`Ahel$o{Q^yq@PUhkkVFGt1zGD+v3Ea~OnLZ?9xA`RO5<3$7O@iP4$VkziUxLcPk
zZoCqupw8b|uLT|2kHAUsjrcJL^;^o5G?Yos4%`6aCH@k|84-{%sn)ez=ds0`_<!f7
z59sNjf5F?qF8O|2e-6A9bkqD<y+iXG!r_&I^8ea?b<CR3IrLJ{<@_bFmc+v4mLZzM
zYasD~)tGKY=k}}J%KxqOVbH}3<B+9%+tdXKy5y#^GM6j`wf_?~A!@mqC9j#LV?hj~
zlslblz(%u2G%p9>!!S~_jMgonMCD#fLDipKW@LvmuqFOCfo&^@H(eE$yL?gm-bz8I
zoJZLr=6503dBp^fm$VM_OQIaksZ>smDM`pEk<KZbw$s3`M=7ZImz0)yrEWD!Q|0{%
zG9OMU=w<2OAaa?6CFX?0`aC(R`&bG(??1BMIB=F1Gkw7bw#+(sOA&JBKt_OR#05%b
zZ~Ix=3)`Pu=8pNV*Mjy++OSwJRBUQo%xc8-8Q-ltXt~Tjm4XiXFBeSZ*5xAS?yoU-
zR!R`bJZp^}uh3t~N?xL@j>rhXQ@IPzfX~#xTo06$9%Whhp5FHS(xsqN9m=tKp$e%(
zF9l`)7(kgUnJ+OC*f)bRR{V7T9&{<F^WVy*Q#XKxzgx)Iwd7bUsxhR6Jvm(lG}bn@
z+NJdgU0btcj2}=bXy?D?{groLt|tg*hgAxi{I}w+_>Xy6!U*PB>#PDqGgcxTXep@t
z!-BGP1Ka#P0FKfRrxbK*K|^bVsb5hrtb`m7u@n^l!~9$edL>Fh)n5tz5-=5hU4c?i
z^;dBKmx~8i?AEn)^F?s5+rgKDPMc~$0b;C^=^sHQ?je3S;8IZg?*Tp8&bGM{rJ&+J
z>$RY`ptUoHS_)eI{jwJHN|b_<|CQw-J@hXC$H+d^Qqb0)FKa=sL@8+ck0o0u+)5A@
z?ID+fTK|v#=UUJ-q52bC-`W+%h*;=Bmx5Y<y<Q8-^gi@bQ1yqR{Btenl_&+Bs-9fb
zg8HpAiHR-J%#b{kQc(6kvoGH(rF;0Lp!VNrQR>L@x2&;5V})l_(4mxq(*JDwxfb+F
zl!D?v3yuIj2jdEqf{H)lb<vNJkGH%)Fe4AITBE}#1y%n<=TSnE+lc<qOF>)zL+BO`
zuhi2|*=r;rC~+92pw53Sz1G@maUf3QsJIXjJfu?4*8eSQL9aw9=v1-dq89W@l!99S
zj_T%G&?`|2O8>9df?kPIQ1zEct?X~<*26Caoi^2iwpK|l_)tqht-lpc9KmB|=;4=w
zia&Go=UPy*r?q7Tm|I|ZD5apSe-qbjc_bU)@Jm72e~H{t3(5{S^it4iQ!VI~C<V3u
z(RwZDl_&*Oe@^_)wV+p`6jc3Li%&)^C;^lKl0$lErJ(RH-#^!a7Pmd@Qqay{5a%DY
zpqW3SnsW%bDCZ%Rf{yyb#k##KQ3`7Rh4os{vHYeG{2`Wtj{QeVvFCzQz(<H+P6&N?
z@sg~ADFv1PwRl6CXIq8j;go`Q{>`!$v>^OgCeQpltWwaC|69~*@c9nC6qNr_0+P3L
zscPASF9qfQmUb$eL<%qk4!IOm{)YuH*Mb^?0UT~AsQll0E$Edf1r`5UuLZplrJ(BX
zD|amMX3??L2Zvk=TK$g*$fyNv8A^HHlFo-!3hMk1>n{flERv8y5mjm(QYmQbzvrBH
zd!#BdIOI~$E&2cK|La`}x;P?tODX7ly6O6fr$?_^o}7F4)vJy!&(yv9@vDxl*O5-2
zxp9c=d<yFF>wA3B+EvwvcC79_zUbst6?*#nqW(5cA-&yw?t1sDoNd}!!B^exbHD2J
zgU{b(`N!uh|M=W32Z^d@b^h!639VZW2ENp}z(<cP=hL~sM~^H|0bZVp?7Y&&fai08
zj~-bJ`tqkDi+{D|1ktG}u{eEkEb`t?MLu%MHY?{Y9I@R@o90xnerD~+*>hH`swz0U
zy7gS(qeoz5+Rf}2Crghrp^qM29%Q>d`=iT4Y!|b4GVOJqiahP#>_zev(K|#|_Wb<H
z%IRZAj-EVw<j931XVi)xKYH%s*^kp<r!!x9(;ZJ1p0T_j%8Q6^E@7^M`N-Ad0OXG3
zy~JOe&dr@kqUPqZ=ko9Pf46ndM~`eSXufRS^NgfR4t^l(nlq#R`ch-wxVL%q1Em|I
z-{atqE{_4e;~l3>M}2?(Lm%-l%s!~+=&5yHa~`>?C9loLgWvW1qaV}V1;1^@%aAnl
zAU9@lslUu@TAqIG$l--3aN_f+Q&+F9oRp2Y>Z;WvN3LcZA6Z%L?_*b2h}YS~t4B^<
zeR9nZj%^hwN0-I$J5$xs1?^0O`ZiajA8tW9|KBQ>s-0T_SFPUR7NoO(X`Rg#>4#g8
zuKuaz2b(I=1*8wLAl?2eV^!n4EmP%{Ek4^Q5SN;U68A!pXZu}{uKr|ehi!j%hz05F
zpK?7F6SVS`2|jB6P{iRBq&t76U0d3UtKE`lP6M&<E0DJ;?4S$M?LUSBw$Xqf#9Xy_
z&;{w{&*>HEiRdaWZZ%39N*q!_y8VX@pt>dzkAe^efD6`(hTU&v?12@e+y9JhU=bP=
z$US1W!!1a^c>Qy$K3j~LPtd=6EJ(L*R2>o8YCW;Uf&`!Kk0n_<AZ*+hcWFaF`%g1K
zEI=suHbU_XM|&-{CcuZIBn>UJqeXi%R%-5<HRIjeQ$f1@3tQCRqG#z&`lrA{A$Zl#
zt@$05j};#uN<q5(<3$zeBmR461?io?4g$!2S&_cWf^<1E(v#>CH&j6cq>F-d`;S}6
zST$621?^4*@8ZiT`~EjheOQ?~%wX}r8mNvnzyd-NHaa?tf^_lU1kXr2Tm5IplU)_0
zTd3PomAx0FtN$8><_6F?0~-w?@3H3pfD6*af3eZn)@@Od-X2+pSCFp$|DuX?{C$W8
z>ErydjqOoLtivrxxBj)|@mam3AK5SOc~AxEAicgRfi6cu`ZQOht7KHMO!O4}>O}3f
zxK?r}9NWg#$wfZMVt)t_@|?~ZiK>ft)KuBnga#xfGsgbQZKl55zjC=@4QtXn@;}tS
z44560WqkXf11dXXq7^}O19Lz`Ooj}RCXxe|VWpfX79m>;h^eVIpt?lnY@uDrce5XR
z9OQ3kZL!m5_1{%J3&K&qWAmZ)k+#pIyT-XpP_@mHo!3>&fD<#d)Fs1hbH@r-7vFh4
z_JwG(5<QFokcMUp!t?b}`#)?DU*I2xNax2b?1Dua#(@aHFm}lCK6RSBC}}-b3~m0d
zrMw{5l0I-5b>+f(o#5TQaUxS8U)nV2UTFPu;<o~W`B3Bbjvp`RdX!-ryYfr3Fo<Ym
zR7lJXk5ksi{)C-5+_rzzv-jJ3G_~HYFAcV&Ry$`@TR->L8wLD3f11tP#vi#C4k&2%
zU60V$09h4mMA8Dp4T5koLt5Nh?T8bQ#~vcSGkD*zrF7r?M-2_LzOd%7tk75?{&8Q=
z&fl4Fq`rH`jd5)*$84wMni)k%Y!@AOt;w30_YP>o3R5*?TV4BiZhSmnmT!%UxkCLd
z^IZ&UytgI(x$&XD2A<1}tQR5s8`EVeN!kX$F{n-5ZTbHC-M`rW+g%fF8O~bHe213#
z+j&RM`R`%xA?CLDS{7r2+4|6&|8g>uTLZ+)vVjVXmVc92^U*CE&&w5TdXAro1kAR)
z7Y{A}?$8KZ=U()@jS}admGZya8d#7=uham)pd{tMe)s&j-awhc@x1pIciXvg*#V`_
z-obliR2O$c;_|uu&vLD|R=U|5X#IsYpvWnyB7O;>N>!F`7$AAj0!H#-aaa56&l7BX
zNzdDnd;SVrE}vKb;dC4`s@`+?**JG(yn@73MaT#5`20G)9|K?muA{hN%sXnd|NPK;
zAfS)-mo5!wvoM;l%BPf)RP<OE-hobtiR^9%-aMuwxS{Pn$0`aS$bxF4e=BK+gj`5Q
z&>#EI;-!l!W-p@uQc;!K4L<!q%P*yINX-qoQi7*bO)A%Ii>kKzp#L09Lo_BTmpDDd
z-xtk4oUgOX5I##n8BgqrLbT4<TMm*8P`8p^jK-@aTRyq&-zQF3|AICd8W+FZwkylV
z_z1M;{DuwQFF!z>zuXl<f%1@&eU*(p_G;cfz<K_*_g@YGYt3D?)j!t6*O#yPEoLy|
zG)pPsMU-j5w!Jrj>;(T&w`0SJh??-&*cW2`{LzbN|A9Araf_F^z6Ac4kl6Ka5-_&h
zB<nYK%7WR@hT|Pt``C2x{tonaAm@~{EmJiyLuGDaqv0`Ss*NSuoiEn@yc?ENA`3^g
zdPon+i0#z1KCtG0>5(1Iz%H-<uM7MaOR}x+laOOOdD1YHEFvYq&J8DoMBBP=|Hnnx
zExUgfnXLzBDzWx48Y5(!KU+}BhnJFI*I$5D*kvH0mTfjRx?7ch%-W^XNdX<QdkZ|K
zZk@%lP!b1MA%FDx(mye^0NGZfOMt3_Fp_!<Rhl%j)UcgNF^eo`w6rsI1V`XAk;nIx
z`PgFI`KvSDNTy3mLZ4upe4I+L*Wd2&3!W0F_2v3TH0y7SH#h90t@k%wZJWOY{D$?C
zHcbA7ij9vL*NDr)4KyRQ8!oBtZE}BOxW1hSKcwtve^^i`&HRTYU;S5l->dD1+9o-!
ziB2|eARCS4D*|J0api(YqIwusi?u@mdTcvXO+mpX*PxS^=&#vwtZI6(m%H;9-EN=w
zmR?s0)@yCsE_dx;Yja)4GDM0F+d<yY(h#g7QpPjBjsM#Eyk$&*e3)7Iuc5mh#VySF
z-fyL~`}5YW>^AbxjkX-f^=xhiFdUz@Lia*5U;#DPDxx#PDoq}9?-~fxhXL3DDPA-*
zmXQv|R2pJM`er_?skSz0H-69Ojq$7h?9dLYU@Je$l6Re-!T0StYh5(H!t`eBFc;Uu
zu^iT7`(i2HfHE$)`<*-1#`s`GQ7;!awS5y8t!uPYkyHEH=b%~tSOc9T$Z|7}j=Tc=
zfZcQe7zh~{3d077+kKy7Ij+Y(^Z|dc73h1`M(OQKuc}}mqRq?rj1UKyo)_4Nt~jVg
z4xGO+D*Z$y+=!2z7wCm{zwSgHh3Hx9!{DB=cZAjos|hEF82+4fgF0lSy6%`vgbFU&
z>>7kAF%u-}d`G;w&a};rk$)V(MnuS}K>32QJM26>6#qy%27wc8yUN~eqx<HX93K+X
zbyS@f1T<z?F>ho8<iMVVOgho0V}C*R(6E^OKHd3)V?(i-Jctt}a;u@nSp*#l*@;t1
zRD@&2g`fqsn4?48448f}|NOr;Z*_25L`!CXzyNtxp|8QFZ4Id8VVs9N%igtj()n9l
zW8?0m9W&z7YG7DS@YZr9?l$=r@A_(NJ;PcAxsLmCG>lgb65!gB7FI_M&3x`c;e$$>
zC^IbBBGbsPI`hslNXxix{o`EuhaUT2G~m2BFO0KS;h*E>3G&oo+xI6M8mM|9^9AB@
zlo65vk&evj5UrkfJOpRmbLl)3l4f8D4)Ptc#Dpg&D|?|BQs*OdaFH&MO#kx-dhWRs
zIb1uXs1Umb=1qAE)0PV<QtmJ;gCvZia!0&XRg*I6K(*+-<^aj*Y=p2ryY{^EXDT$0
z!#h8-P5#@EvvUT~hXJXN)L?R<kXgIG*I?Sql&X)7=s?YLI|6qcCh{^60VY6)f5Xp9
zZVOjj5cpkZbG5mb^=}#jZi8R^CmQ4huvupy0%i!N(t;Jo$5I6$4cdVCf-#il<P3OG
zA)vz!ig*qG5tX!(Tzey;9$1^EFIMgU8)`=q#&kglCTcRbdhCRmAtgX%P*6~WY=ovL
z>-LB=9y1gm#ef|Orj(7Z3rjI%5N?YOgjajcA9GE+8Wq<h)omo!|8|@iw;?9Op(W0o
zH|*MXaV#D<$qXZWvw6)D@v)fN9jHy)+M-{)+_e+x=#X?}yPi?ol#k#(C^{-9CteRw
z2?0r2flE-=zhlf=@$E+Hl{hGV=`Udim@EZ%j(+HXz?4zB@))gxy|&QrbhVZ+I52}1
zz;BK~lK>gs-~vvbng@;tgQ1L(bTon%(0^hh1(Om<Xc`7Mk&+q^(RFQ8ViLj(J3$%=
zA;wl|rYA_YA%+KR$N)gcL1q}iYG1bn_L3k8SHByq_MFUSGPZY^{8K=!J*@x~4-2mr
z>5l(92vKwtE@?EJo!B5^=y!uIYNB)*or8oJC?<t3bg%ooLWS%oqeD;2Cp!+zbHOem
zD0mGE*xUC1?7TQP@)QxD8d%+T@?e8%6B21j9pHaJaTF%3V<kx7WRiT2Gs9v|Wvau0
zb558YR7$S4vLrd_Ez$MNnfxg==A2V3YFkF<AG^WE>kL8eQm5}_)A)cub=}V0XLae-
zY*vkuaXO876Ci@OSgmW5cb!(S*Sq(<;eGTZnMVp}8H6kGQ`nrr+L3eFf5I)*y!F3y
zb|%y~J%wN$2lbgj1ZZajpA|&THk6z|Zbh{lOajZnp7B7ZPeL0yM>pt4$04azJ`M&2
ziPTU*j83M)OwK<6PCQW3$uVyUP4V0;-sT4H6)3hLF(DdHLrcpw1{nbXQldthFMuJb
zw(y~*4JuE+kUdX;uwkS^umKFjIAqTAtoDgmAnDp_7rVhv$5@pU_0;%{*F4)Hs#!&`
z^X8hIGvttb2Od0~{AZ*@CC#1FfiFx4NxCa#LF!ZGI;D!Wmyzpw)%m;a_nu4-{9!W|
zOi3nG4Z?h!BpLop)<9jGJ!oXrWGN*^3b;ptQVa``T*w}Q(3xk5vs`+Foj8Jq_8Ai1
z@%>5mFXl7mxZMqggX@m2!6=EAG#PF%S%|`Hv>DG3RiO<7vSmf$nT%UV{qRhsGqc8w
z)238(tceUEGS)?L9Vw1hj-9vuD9JzuSbT<hTNseBh&Xi2aPYcQ1q~nzAngUMv=<P8
z*}T0ZshPQDBpD(&8_SY=BWxSjmeleP_p&8XP8qUV>5yslC!H6JpMB3#BdoGlU<~yT
z8qm^$gsNjosoAkU;gaPF9*Noc;NSQlQ<GP3?iI7b1(8;kuXeI|G+ayC@UfmKZRfv7
z&2F?MegTt!io`l2R#yZH-YyzoHoV(*Kl6g8^Z{v>Ih`xgf7B4s!koi^nWkk@Gq@-(
z&)Z!Qg-}Bs85JtyH2t^LWLhtidThZMqnHco22OYCJQ3VA48~9ayt#L{Ay)1Ex~)4C
zV6Ze~te7dABn*ljlGmo~<OjYfW{wb7&7Y6vY*8kK`6dh7Y&2t&5+Qa{qi7}CAPq3-
zpj>ur%m*!uZbpXVBKrm`9iudii;)Qezw~IkD<p>P`|91cYwY|=E)P)J|2;)n>1~NM
z)B<31VXvgMK*#KLSFX<oXvH~$WJLiRHiChs*ix)i5Gq4n?&#5slezGpvc=Te8r8Lk
zGn)d+`H1;Hoj1)*&<({3pZ0^%%z2*~zt@P=3^4!Ze4!i$Xz8bpLe5+uV~S}f0|7%7
zb%g1;<D?1=dpA1(6fmE8*P}@zP!Og6;}f8x&!X-Q`t*7wnWHm=Nw#(3JkjG{Sa;po
zo1G=vnZ&dj71cX<j*4+&Cnkg*P)YY?$L94B?7s3fI=N7L%+(e3zknqwZw|@7?BGtl
z;cg?YwxsFQt;9_yaWN{B2gp&INli2&I*?E@<H9t#U}^UutQa*hUo4yf;&fW?SLA|i
zO;TGYrp{OFh(j|PYv3}!<6X`-+VuxjR5dhn1U18b`7FaBo=`JXv}FxE$)9#cw;@6o
zN@!29@`ar@omheYkd_kzZbQ7gCjY2bDuP%f1xP)F(&B$)q!ETiOyd(A0C;>kLrR%s
z`DavQWcw=U^geiHWN494&W%T~o#kj!WxYGeJn0WyhJ$`q+kdCy9$5g0y;sR;ghC~B
zBPWFSpRA+*)8!=Hhz8_vT!42&i($#94*t&F(jxE*W`YfqvyU|u$K-xNfsTiS^acF0
zZp;pUf+^AA!@>)*cIL|%hDbitgy94+%E;*)v!bXR$Jb%lW=)Df6J+^c1V$#tYK#_b
zI5O4{QgSwKWGkeQj5Ys<QYCy~+WezjYLdpv*koG3J3a2cuMrv-Gx>-fm}?lVGj<s!
zPUWm($f17mn+c>3@_86G=@(CX-hwPvh4<|>hcoa2`KRSnOIr=o%7BT55Z4e%#PZk`
zhYsu5so+ws&tVO|BUVv7Bw@CoMy};xk|J$Wiq%lO?-6LSMX*wNN%A$TAvY!cV*d}6
zJd7(Z6D>xaZQq=HLad{R0@L)jab{>-@J=U`r<_T0&zV)=-civ!WWp;)v}Gn#`Y_l=
zJb8|oBF<DS^nw=c(E6`t77Hl_0n9Wb43M|*nx_Wy6fcdB{i0d32QM<1x$2G65ETSS
zHbQk+w#iDyDjI-@3@4#l)I$t{D`L<^8Wc^-|Cx1Ug(OI<=II0MhlPwk>eU#Q%wqv<
zcsu5r(VD#QoYHl-O}vtiL^n$zE$1yi1zh24QQC`FhnlA!=(G{;Z~f1<MI;!7lY#iI
z`w-*B%1IsN*R+vWt7)>BO$xP@#?4jXJ)t3#4{3A-swTX#t@umZ%*@5cq)SeO28NnV
zE5a?w$yr>SNs31dxQ3%z+HlxBsV+#8Nd&LOI%05~Cx*EpIGYExP<EuB_lCA`{^kHh
zVoh&GpC3ydj{y|LT!xVI`Na5!b(>9Sj6|&G-W+R3p({HnzL+5plhOn_WZY$#fxuz~
zRU%(6O$`1QAH+ib9uR1T5eXVDcSEvcn3hpyWVFr+^FdBq_2A(&B9K!rLCQ}9D1;Y-
z82~;SzfoQxjn<muWTa}i6KfCKWm1#U>AQjhX|fq586Rh1t2<G6rdTv>fOEqcB=d~T
zb3`>rwL}ZC1DfT(EoOzbA}3h_-1Y%E;MS`AznQ}6sQs96lL%RYYN!?MXrWyZ!s%F&
z1*CPn4$_nh-4?t!oJ*9@EMYts4c^V2>7D78`~+W9n-V$M;}MG)#*UXf0+_PJW;6p<
zO&J+-G(SKN9phwOSS>PforfOlm_1-JXN&&?;6@nRG{Q~9NbM9{3Vb`2X=idafXr>a
zL&O^@z=QgoQN`p4mD!X7;>(G)|H~k{8T5lK76-{8Kk`D~CD7BF1skqoAW$?9WNSeK
zQ+3(lMg5Wg;$8J(=Cho>#9jak2oaxyUFkIJn!7bO9CcgWg0FE(1{ful7EDKEJ4G`*
zU+fwI7E6{hFeF53|2MzLCDuyu*&?3IBG)M+Gl!VuU^wpy!*bSMp)ZO?1qC0Y^{x#O
z1Zp~)(uA~!rWOQ<p~rRkkSyh+C&WJx4@E(uqi5QQB}<wc>sa4~+qFp!X1f_6&d5D!
zC|oetEC$!5p@w3m=SM7D2V+|w8bU0Au+0T)DsA$FKKz}3eRLwxx)DfPVDAN*pHZTL
zG+TQ?cuptsaz+D%>CwLD6cnh{G;6Tu8EzQPfFhV<@}jPbniLC{%4vdL9=43O&KkV>
ze~vUhCIo0?<4WDS&WK9=2t3qaE=tCh>mXCCbi|Firg|gc;zGSo;kXWE?JPRt2jqGX
zWrAc&XfGv?c2-YW|EW2?48SZCZ$)Yguw`bKm?IZqm(*glvNHy-X^^hNwt4wJt0s83
zo>MuM7bLXUi?yFBj(?&K18h=Uv*Xjq<!CnVKVKa=r4KVTjZg;1HG9W3l%&cG4M?MF
zU1j4D7>w~0QC=QG%*$(TzAarBWJSdbRSiNXp0ylJ&@JUZn>+7JlSTOlEHs$=<2vTV
zQe7t(7$mN7H`olyhf}Z#b_6n50ehaZf;O^}P^P$(nd}52DA+kt*ej$FM6Aevpz0ZT
zCeRCr25!s|E4t?S7D5@;-0VIYFbd5{VOTP)bbwz5Pn*ofk2`4Q;-6gcP4~9tzc(J5
zzXn#%UC*<LR~FUA7uA9;&j-FtjqbEwuDhkoby;2efz^VpR3g2ozP;V0i*(iBt{h#d
zaC-UP;nsp$e~g9^5u<|4;25W+2$e&s1*QLS27*LJsiMQK1yz5|8X?Osc{(xU>40lN
z+y9Sbm<<pjh%vITh$xawYN)^n2_}F_Ah{QcJll_2Q1<WTJ7jQqdZ33B7yla$1L8}x
zaSY6qVL`McW^+IU709am+F_Q1LJ`d@oY}!hwYpBz^?rV^-<fVv)@Fxe7&v*tL6X!H
z{~hvDhkcO$QgY!CYeD5d5dXqR45!;^pqXV_71@|guG#8!T?CXqizXPGqGLgz>tS*M
z=X?!<3!8G`Sq+oS*JqEjf6`PNPH6HVq8rw05t4qWp`{()5`z5vY`wycK*>C-V`#`D
z8b)fN*ob!F0nNUjme%D;W_q+WpZ|Qh(}@qh7S#Ih4SW9z)PlDE;jn%;^xpbk*}uc)
zqo-4uv)P$Bu`r?eaV&?fSwQ2rcd{q4sn-uD7E8_bE>9GbMQt0kpwoDeA;pxcxMYr9
zwQ{5Qwh$?^`~Yh~lYi^QpkpS7TMMfGbw2r8tPZ<y6c|hymJCT0o&kBFwV>>uEZ3#q
z69kxyu9;j+(n2LnNg<QGbp{y`g>5R)!hU`*nJ2IheMJs-TMJ75_rJLq^a|91TK^Gc
zl3>GaUP`VZI7BY9deQ9lI-Gc<SOf`tMR+0RN;h-E=OcZ}dT|Lzz?9lpu*^}F|98|x
zfmH%FB?6d9#CZUVh7d+x%V<!PG-cF#zW9I-Czk&lvVCYRgm>7rpi>cx^j^vHD^Lq6
z|42C`Y_f0$=$Fa}U9`kNM7?-7TxJnb&rrnz5^ACE#dlMn!pu3MxoN!@O0jKgVdgV{
z$9wF|9Md@Ef`;VDAQ1kG%Fsq|jd%u;=wN8IqWlFAX)Ui7|Dy$ko-!O<$CgDMxT*{d
z)L|mMZ=kM=a^++a#&zTy-}SqobY*#?7S#G5Gb&X&k`8|BZ+^jW4!#zY{>$iOP7VcO
z-~|{t+vS8XV8JJI8a^L2lk&+w-nUv%^}m5I#{+P9=2(p<EF7`4(GtO%0*~ZkY&THi
z8^3W-GI4LUpyJOQ>=D(v*b*AFKsE@y&gS_dB-=ui7M9F7rcN)ipf<j{9<`uj|G%<$
zo2aw!N-Nz2o+6q>*0anGLFK*utOZT~!>)K%f|f~n$hDx>e=ULp!<tQYqXiL>DABMs
zFUvoOTF}M$ubUzgpt0=-FUx6me^W#QeuSPrz*^89;vd_GvEv=0X=t?}m=<rc{MNsT
zelD&LD*wO!0s(}Tvi}(z%Lc^ume440w(qr|(}?EHU5pO65#{igom!r{WdQqK3)=Z(
z>m3Zmk|@qfSlnfZtv@eBS3s}W_7XxLU@d6<Ctepnl*@J0a^esghk3pn_QkcL*YQ0u
z&)H4jk3JXmFLN=dI5%Goj@PvsC=kizYYM_1KrN{Hqnt-lZXE{8zr=z@N@Zk13%1Uy
zz0M6&tfJIn0>l?JI~E%+zq{mbU+ZT>t}H95?0>XT3|c6efxsX?v|7;X;Qw`Q7{X`s
z%;<;xs0CftKWTcisNIT;1FQwzKL5k51!ezko$L0iq8%Stk?Hm}*Y9kf|N5iN*xvQu
zWdI6lu^BG$EemGBO;cr8y;Qy-1Eb}4%d@^k_R0JMtp&Y!{u?7ZoPp7Q*P}}H5+K}y
zrrCkHoFEewyKF5e|EC!5kjaZk=&<`|qjGpglCSGaCRjv;+xD*(6#eJdj=%!5HfvXk
zjr?C|!G61cV6~tZ<9`cSF9UXo+6BaxN_zgPHBY;(1x^0Z=5sOVqVwXG;7~!r*5Tx8
zwh$v9X#EN3wKQ{&wV*rBza^6ELr5DIx!B)Y&|&`-aB4M2i$*dlhB_WW#N6cax`m|z
zHn(<R12Z>Wk5HrhL=ef;BrBJm#1K3!(P<T+mZ|B=8M7$*vP7<)_<wHH;cV#@K0eG^
zQ1~Bfb_{_0GxoC6xt`6<IEQPvOsg6y_q@55bk7WHiN=_F*FliNE^^p<0^Ymp)(`AZ
z3)=ZdUMSPqvcrH?URS7~+8zxu$UWzj2fUt_Etb#K;eOPDj`Ke`nwo8aLBK!MT2S<l
zuz0+Jkm5YWyGhHgTjy}_wV?37TwpK|7O>I5q1A%6{#N+Kj7y&g5`hK^Fn8&D3l0vt
z7F7O8ht^fJRsmH*!=cuKPSj7uHqn1a&K-6wXzO1RK7*mIKrLwWkLJ*O#YBf+3p#Bs
z2E78cp!WY9i%3Q>s5})lP!gsvEUIup0GHvUTBs%0`&<hu{$|-B4VApU0=1yY|Mg-}
zMg&gq@8Q*gvj1BxHp)RL7~+>EXqB6Is)UOB2U`pJ|Fw5-J&q;GeZb%MQxst6b*9L=
zk;X#6N~>85GN8qdV5}|pp)b|;8q$m~I}#+n@T>dxk8|N+W>qz-nq>Q7rgpoE$vh`-
zkr9y*@z03=Zw7-V41=nCNi1mH|6Lleg&=T+PVogW@`U&<fCUx*y$6G`Xj~c#3ja<g
z6V@9rC{38;3w|QOkzq>ldIef|HY{lFe@>7Y#VXMsmf*5j&>d%xsK)_r@)fY4iT_L_
zXC^;^m%`^0hHLsSg9Ro3!d?e3=vTmk?vUIJ2BrHrec}O^!-C3xv<HLo@*+fMnz-H*
z_Y&YxoJ@`aXTpNU{;5S`4gSmF=+anF=RfuzXN-VBzXBF?Cop^lgYpAj8Vkz)n_#g4
z3~DFPfeU!$%!?MuL9#G4=m=-Qg6=5ZJf9B7IV4^l3%Xl^LB9ePH2TjB1`XVb;t^v(
z_+L)C=f;9M|Lnn_UjYl6``>0TDErQ(v7qqJRP3BKsUBFtrLmy7e`yATI(l9j3kv@t
zQo{kvG*ry{g|VRGfA(O|_`K<zm&Ag~zp@8|eg!OO&VMr)lp=CzEU5VNJs9*WU_tqR
z9co_)BFXu%JfP>ng2w-e<qlxbuYd)`|5>0C`47)qGqDfHy#y9?2k#$u!Vpqz0~UDn
za#&FJzwE)FUjYls{u>*8j`{KY!~*B=8=uhNbRvLb7Yx1|h*n&f6AF%f5R&yJSWx;O
z=gSBN9gz>0#Da?dO8g(k1`Yo!U_q1r!{IA|hM?1^FqW@j>T6e=8w(2m(=_NDenBkg
zt|Hb)Flf1)%K3CLENJjAF*hcj$9*&x$ATKa1Lz0_O$4mZakO0u3u^tHx-}Ru=vTmk
z?&4~hz@S_&BH4Y86EVUdQ9En`XT*Y9|2-J=D_}w4KX`pcFsNn7*e{6%&HZaR0Wdv^
ze!_mj-c7#QzX%reMgO<?7=K=i1)cK?FVhPbLUe*zj>&#^Km73H&ytS*!_}{yLujA(
z4}a;SoTFfwQ^w-T_Pd^P|IYbt*Hcc?G2iWa%trcrwqH?aczk>fxtk)%euKYS2TObJ
z!}Xd6F3k@~PQU-x_dox~zdT-j``u5EkCoT>SKk&o^uN6O^Z&m3_7Nz1BYeXhB%fGu
zTvB)QxcMahe0BZq{o_rW?^XiSJ;-!Ub-a6i^i%HQVf0h(-+A;mQ~uv^^fy!X-@pFx
zho2vR`1#LQzs^v8`<ts@=PDG=g?{wOzw^e?zkl4U9^QimY~nV&y>`jTyX);WxUdk>
zd)aLdalo~f)7mefxVt8ybglAOuX)3i*!3AC@smK}B8j~2IUw=wxU9143C8?#R@wE0
zTUPC`_qAF>M-DRK?kaEbGHvk^2VHCWQumMR{mqo6JH4N&y3+m1|2xvp?L<Gd_oPG~
zaz`)n{jNog45iK3mX!S+>a%xmC+hv1fB*S+-~asX=f@OIMEv`oe*EzLW9sehMlx<*
znXNw#+zzc)uMTErpDj2^pRca$=BulRt$z-xO+=HC51a0HKmGWx|6*f&FIV|b?{+`@
z`Cs1s^!USv|4{VT%6|L!Z-4sm_=n&9Rh#PkX3QA;s%+CY6WyS{+x0hF_i{blUtM9R
z-)!C5u$BMY7n^Tb;qSLwU)()>161oSfo2>F!g>bD9w7Ve67YT$kUjF>e`I|k0LF_Y
zd}5W!rIc~O<zfzTPjFq3G9$9J%7Y6NtenG2L2eSt_gWyk`&R^=6uu+DHVH);(2lui
zSwxU7BvhDZB>sSe>4kgi4vTr>#If_-4wB1;=xucAR|460Q9d>7mQQ|I|HT;Z3|1G?
z5Wz7`<<1HVqnLr#2y-JEGf@zL&TahSbm*bk*8|yipjFOz!woot`^`Oog>cEe&c-aN
zQOp~2Y~a<26-{t{j_mn9Gw=k0)+{AdZMfR!MIiew$IFu-*<Wh#c_2Igcflzu$}#w^
zm;nopWz>ZO_x+ei?um0ExmyQVMhtd~LQQA&;>tV@$R7RcG)Q)&gCG<0`x+p7;y)=R
zxzlUF0Em6dh@uiQ#}yVJ@t?-$)<>U%gmc%=@V##)m=@a5fmZ|BgMYx85ciiN*;^Ra
zaX@zWKb{E5o?U`ca_4Ut(Rgi>P%gX4tl0%Kqsmqm+M7#H-GAt@fDgIh+5Z7Bvh8aB
zM^OYYRi34wA-;AS7KaEuSIn>mU2w&=FwRWw7`=1<Yy}_daiJOqyU#!a3CXM&*hB@^
zMNC+nYbe8X%2S$d`7fhZ<4r*J@%)dE9)o1h9f$FfCx3-_DW39NJ{>4!E+X(7)fSM^
z^vAI&nk3vaEPbfwV=f+#%yH;4yZry*a=AJvw}4ux5;nR0APij)qPq;)MZ;%f8)U53
zfihaUma4#{f-;3IiJP<+-0lw<oXeI%Rdq2PJUP*3kp(9Q;98*M0mv%QG4Xd^WTj0e
zDP}t%j<8ItZL|Vv%PLysSt`tzpt3L@jBqek9!kO20omjKis7lCwz+V5fMK(U5-GU>
zNb9*?C=o*btxE<94?0{o6dY@+Bp&unK=%0mz8uM(VB%c9>Q-!<Zy?A38{<!KC1Ys^
zxw?}jVKQbKv+Fu@|L_p;`HbDyEF`8kEP66jXMb~4dQ~pp${v|b^Y+6lf$VkvSBXoP
z4TywGXIv$#XC!>kkS06fNuNiuzYWN~I~kH4mqYW}YFPq=8d420JL-m*Ek|xji%KK5
zK39@PSXKV#YzzA_M`KfJyJhb#Z?KGF6-!Xzzz48`ntQ<da6RK&fb9GqBlf>Q$a-e7
z!&KZ(o(M1ibTI&W3KhdpHUh`7hUC1-c-6-b3-cSEp3lQRkA@W9ADsB}K=$1Ke;OqF
z+kouBf1d`){x%?c{2%39$P}4!8=#yEUzXK4d+0bId+=Z3$str`_;5OOMw%rY-P+lj
zLx)O1QIF`G?u#5<clK?lJlb*5P-gUKAbZA7rSkBXBH7;tWaoc95t5zyS1?SoH(j%E
z1d!eN#}>)OGXa_8qQP)M_cxH!KI>f0M6b<iY$=ZfvhU)_a$Rb;Qvy%2_DC_bFkU`F
ztRxcjRauQ$ps?;}(e%F;f$Z#`v36@N0(3z86du4tygjS&Y&Z4hgC9)k5XfHmPn+(`
zk?e;J9sB7i`|sP3?8DsE27U#Qo&GmWP$bhdRf&kqSvUIpR2B|D{q1|}+kU^uYV7;&
zdDJ!i<oOZEPX13Fpl?kT!a%A*Do)>z)R8)_r*T%ud9MIhRU?ZyJ%2oqUHs=X17C<_
z*Zv!T?Cw9Nix2(&G9>%>j?x>B2eOMlA2bp^;8--Gis1!cnALb*i0af!Kz8vrCqlBn
z4ai>me<GVR{+@S>)6nwA{y!0tegE3$;G2mn%rR`($U{=&ar`IFYFr~c3dsHx|Ffs*
zK+%O075bK}#{0Qg{`J&*cTVuR!}Z8?$;;QB<nO1(fB0e?Fx!%D=-k`=FpZ2z_P621
z*?$K4yf|>g<ihUp1zC-C^T>{|f8p_Gh1hp<ww%Rw|Bp7^Fq6H!n;*a-pGC4Kg6Q=?
zcK81{Vh_~*HV*bwR^#J=?DAhaT$WolDYEM7%>15+%JFQt_2e~|jm-1);?&3RA^+uo
z{ZGut{^u=7c2B<n$S(eOZZ>9yw<FmX-Jjn$l|2t+-|zp}?@$7BN}*tN=IvRHXLD7E
zxT1=l1G1z46Cv515#9h~&;4HzU?xf&Oilo#6J^|IVDzl0<p~T+lze^8W$l8rOKRr(
z9906~OTEF8PQlN!?4id1*^~d(Vfh3|cABydycWm~|DXe>K(fP4>cDG(?BcI8btleh
zd_0gn@mE>Bq>{?2;)c|E#&)v;m_!wQOIBkRtSkmP_#BYE?w`(8`?*qzl`hnf+Y4B=
zXvWMEZ^~+XJdi#3mz?l(NksfWIYe+k8GqcWF_tIY=4-PW9}i@Qzhvc33~Zg)PL$Qy
z^c@LghkuU)I_?!)Cz%=&g!rXdjgJSiqrWp`HD<60mOR01pGj(*_)}&Q&UV`nH$%7#
z$zPh)_;?_@{10*L3&9Jqp@f7ZesNY~17bAdjw%cIOF;I@|K|k6L8M`qh1l^4G~iS>
z7rBTh)(}V1n3=O7Nr$9pVqP%Cxo9NbxHhZt@j!O*4{<Fe{33Sw=s+jPYJ5D99sb8D
zC(iOyW;H$@$S(fu3|WoQ(UCy*#Q(bg;>1~vj|Z{`e{%Y)#<b=mf$Z?V9FV8ZYJ5D9
zeRr0u#;hGVuv*s7B{imhWKY}jNjwl&nGgP#_@B3DH9j85zB@}+<ESmi0ojxPki&qW
zIAvDj<ALn%e?3E1W2;D@-~pcnvfKX{KWzv9PsH14vKk)`WUu&-<b6G9R^t$J4sg7o
ziG_)W>6xU)JF#D<&uV-;ke&ZCu@0i3tV8mM#&qrgCB>5Po3~~)_NpU+?7OpMHKt4R
zD<(oPezmap=YZ_Hgb*g#z)7<jV_iokHQq5eoIb1Z@j!O?zcXYtJ|4)<{u8$;AHXTI
z8Xpg2FZw@uR^#J=>{)-HLR#P{vl`QAj|8%l|7XZ*%%FKBkRAT9^!w9hHO9f*s&GtF
zW9R=fWHrX`j|8&Ie^5bn2_hEV<H1v8H9j85?*1dpk?G;2S&jLRj|8&Ie{_bd#>WHM
zcW23JJVidye=0I6_sX&lJ^^Ik<@h-T9P@UGgb^4vhEBdYtMTzb_FcvOiQh>Cw2p*q
zNyEhPO=;GW9p#l-jh+3S=EvADrZ{m!#Bqi3Hc5@?UnF%54yVj&e0)-4@lUyv^~70?
zX?sT|H5UJ0QLHQ(I#E%sF&;!A8KYa@lGWINsGr9G*(?4>!{V6}*L$L@#>WHMcjyhX
zIB`~E7NaRhE%u}eXNXBRM@#<F1X}tXt1tYk6JR0~6ZtT~Ylhnp*u&nK)mQ@w**pTs
zp8Rh^PhRMVBiie-8s|QV<B}Tl|C}MKak-q10<!NMlK6hu0HzC;<BCa47!!(b5>uG)
za<R;W6qFXbKmw8z84&Yg!fInT&gZuP+1-DbXvY(0HBJO9!`2Z%_FauK!SnoJ9;@5n
z_`%|qdV5ym<ALnf{|s4;E#8qpcJY@2pA&=>pC3t+&slAImM^Hl*olvtd^yKuH9j85
z&i;3Xti~A%5<UXRp7Vc&(|bUWy_4!GvKk)`WOx7m8L}E1|1&>=h2!X$lN#@S|6l*}
zZ~pH0zy0nv0iwVA`A<Lo@Y_Fq$gg)l{Re#N-H3`kgr^o(c7Uhi>EGP0gW|oqTCJ|X
z*=&cuZ&&MYt~X=(di~AKSiVH30@?2Nm~g1*7IRv7+o7Ea4S)6RAOHLR0CxozU2iu9
zeLZ;P9yoh|GfqbWlx<PcJJ@Kr(LI{>X_)G9DAn5~+I9i*Zm`g|6OtAvcQ+vFfAe?y
z`TuY0t6vKNCUfk@f;8BV=R&E<zeVZA?k<#Xxkaf4fA%i75wJtNCu}G{<+=!nJ|?`V
z#gBzXi;wp7C{_0lN^C618{@Bd=`-hBE){5zZrS)pW$i_n>e*1LyWBm6DHLktd6??i
zP^#<?q;3In66RiUc3f8+IOoZ?%+*h*C7y3Usj@!=Ta`PPw?g&<c!Q&*{L@Ccfrsml
z0((0XN|pRc{N0iUL=X@A{v7$1Ta+sQcc$WE`Ic*j7bw->?-I!V8JH@ba2}K@{i{&o
z{2w`mN^SEbO!aIi)qVU~Iua8_1a~y;q$r7QjtSP^O3r{%t^0RB4^urGN;UL<1Wfg8
zC{_30#7mS!Zx_k8+@e&iKQloNf#=V+94)^^saF2Y&%;#taOwzfa+E6jTTCA@0<pWC
zKi_hTQg#0(4Tun`4q(NBy9QI7xZA*9Pn>U=eeVFJ>i(^P1HKGXErZ}WP^vq4!a|2m
zC{qywxji7plSswr1%bnz3#FR-7mt9cT8{IeRQcb7os97>nJ2UUu^OE%-*Ssm4gThm
z`IgJf7H!g5H-X3e{|Vv}{&<;u%LyE#VI_d9P^!tlE{+TbV0#sJ#^6x++u0<FFLL1z
zOX8tZqg2^H3nQInC`IJV`IhOQ2PjqeTT(s&IEl2i6^9D^vFFLRoLHyab7WTO73&A_
z_q4C%UNW`!_wJAIRXq0bAoxd!AKkQ;<SZ!F;O~!ssn*$#h>k8a;t)@RQl<Yr@zcRn
zQ^)$89;Ld}|DNc`Q=J>jPJ>b{{XdAqp>c`b<|cy@J$b(6GBb{C<^8#T=m6##`|{Ko
z6-JmUAvBaGPHFo76ev~x2j*<b{{(<JbG~InbbwN2e>b9+@+qG--|{eb!&OT`sqQYE
zZ<$VYfbCk)KQm0!@EpB!?a!A%pgf(sde9Hm8ozrE<Awe&ns0d~-jRqG<Ih*~Zpg{+
z;O9&zRq@wdQ^Z0GQysc;29#>>*VEo!5k5Hs2fPUUNHK|J#NW#;GtbIXXwuh%NuS{V
zr+M+g;?14zN}Kh6zT#)Tc`Hg){)vm`TW*GN<Nosr>PWU<J`wa2>))+W(`Vo3ywGy8
zeXZA^RD-{X&uy^F)dfCh&9}^uspElK=%r(w`-g(Fx>&yD{VWZC9Yg=8%(rau4p6FD
ze`nl_<y(Gn{LjNw=f_TsQYHT!2MPcefah~C)tDrsc)4}Vd_l~inXu|u2gaksaru@L
zXs}GT?EI%7*!dgBka*uMNP##7qx<ZNJD=0wc~Gjm<6x?1L#eWVnZj85EB&LnDC8vB
z=kpozEw?CD`8O__Z@I!u0yr7dE!+Q2nJGvF#`*Ithme!qIEoemyJdfwLK_l^Fi`gO
z0D|#3UIC#$0lDQaMymRWQL6AaPPLcIw~Xx{q+4eHyJ)^;;^!dUa^i1O5X2(ew97m{
zu}iuB!o<5#KKJqYh9UAyC{_0lF@Q3_Bx2@cNP~GH|M{b!3%LX(_lcberJDQ4j)1A2
z4W%mnK6egdI`x0nAmg_`d?pnbXA+&lLx}U!8%~c>rT-lRQw^X4os?;cus$71mH#Ua
z*sMSAH!9o!w~8H&9g=5=m69!psjNan2_z=SlcH4lKlwc_mv6aEw~YT^G~Y5tdXR3J
z{I}P02z7BSMMR__MIzVVe8hwki@oI``EWLrD*I1-{};=*+@@Q0|0V!XUH0b^+={~E
zYH`sgp|e4RfE;FpUF1wC)!l{jE%PnWxES@F^vU3j{L47~XJM*mL#fh#KQT6dKH_u<
zOa}c&ew0o7oS#B)iVV$qoU83&2r(Zw@iL9O{yCN<Jn@>(i0OiWa(hBPlNfjF+{5ig
zJKQ9|qFfzS7XptVramX$`}QvP@38uae!5J)<u=_i{|_$D>Kpl&Tmu_6ZugGTcPxs{
z$biNVa5j``?*BLfrfNyfgHqjHINx%FXxv;=y5;0wJ_4qCHk2y-M+J7XXhg2P59*Y7
zjg(Wu6u}eDL+<l=P^$2Ex&D^e4P-yYC~i30jKK9H9EakO%yd36SR_&SrT_!E4i|Eb
zlJ=ekozNXT(;kB6;9{kyW9vy8Aq3d>@QA#uQTcPh;xgT``-hH!sh$m`%KvTu=Qhnv
z9f{l)p4d-!^5{Rxc!W=+qMQw-3jc2E9KM3V-V_vUqxq<SN$HWS3tN}qo(-kS|LUX*
z_~HN2gU_9BIhSq6;1BWY=Og<U)#9D>P>F$)i!&#~02}0*^hX8ZI*Q=p+zDbglBFQZ
z!nJF{W4L&9U5<65Lng3BCJ$LEL%eeNQK4NblFe>jMP27^7vZf<y5$`aA+8k{AQIiX
zo>W{e@9+|;=6!Go&cyeU9;k(^PmWS`|Dpgq+e!yA0;&fqP!%vW$<`CzPZc>AO4a=<
zIq8|xPZ7bINkV{ZR`;;$h6}GP4Ti*GkPIEy7DYX?Mo`^6m~OJ#=TEu20u9w|%`Q(D
z)Ig{S-|>zQmX{a7=f@ms?6@3nwCnfoIGF0$P^!UST{7P?qK&K5W=GUkc1Qi7T#0f@
z2&zB}m;0DdEXX{&n@08ANqshyYR>=JLh{mC{YXaCC?><Y`b7gyoC+1?Tqsrc53i3l
z2LgxSZDzX`6V4S5aFfY8dzTYSBnn#enbsP9;d_S`rR#K;5|4G8$?FKQB%I6K;h_#O
z-o~Pokr6#ZWW^kY8~YDM6Ya(i{wz#2$4@V=v^eZVr$edo{|yN~a2Fk@1|nu76)|I4
z7jqE{$Z+J&%A6LZO8<$pCUES@=V7Wg`FT*P1OE1M`IZgC`Hn^5LtNcA>*W7-&pLj_
z@<nLK6_Sv<3csOxsg|T)9293lsltEZy>SZZS=`TO&bJ&QCSM(OhoE=yKQx`BC`vR(
zFqjd$4S16*u+7ebQiZ>-RA<g&FTqq_0EbdJzW}8w|FX@$PwsN=e9O(u-m!n-KF)mB
z-qZ`jOE?~7G`w(`k@`$1Rrl{=s60HFC06NQy8$J{_Y<E;lG{W9$v5XfsnUO_2+`j(
zmDn8IobH>Hb~)=aJ>!GX-Ohwk&HZapxh|D&+4+i?+oxOR|Fqyn{2`aRM%?-wB`P_E
z*v8FB?j$-JN_Dt@IZni|yhQCJmtb5i%yK>tz8Wg^nNX_Xe@x4GK-jLGoJ3%Bg4{q_
zJ6piG&u2raCjY__Fx9i6RK?%Ls*MI>e5BV9PNf*fFOZBwG7ZI&<@iAaAso~ig_Y3C
zQJba9ehC2|{zSz*EXk)F#hcP+{QpdE2Qbyop;X6gtqn?bN<Nz8r{ArvrUc60-CV7v
z)XKZ>)>l(j*6;4FrUb95-&}EoRN_?+KS)_R{M|IM%uD*a?;oxL?fipOs=xbwb2X-b
zJ$$0_y$+DpZ^3TmKmE2+D_?#4xBvX^e?9({&-KS&Pk;RFVJ6f9<mUN(M%RLlYV)Za
z(syIV+HWh1@-&EV=Pb(X?_-b0G`M%um|vAf`K?)$KkTj_K7RPPU2Q+z(5zRVK3-ox
zzN2^Ey#M5z`*o8>`EHrXcTOVxY!2zWX*q_`PdRz#(aV2#IQsi3sq{rg&!Wu#76pK>
z^OFIugynNIx{@m=?(L^`^vguU&*O`0l}8e3h;NT`9+A-S*9%Z|2ahgvbdkhBvR{IZ
zuEm%rcj~?T&n@WtZn15f?oYezH7T%bNuTXK`C|r-NkM!cB>dF<L(=>0<DZku`F`3u
z<5s$#sBfmX`<Vih-yMcs{^M|q(@@)Qyz^lq;KMZ6hl$%i5^l^a5AQzSyMN)s_4T{;
zhM)89153-h58F0#yIr^+`Iz7OVPcxg{MMVP@jw3k`~UO!A#<{svTE;BUT>DndiVIl
z$4si(n26irzL3%SeggRK`QKqi>!TA|-)A%I2Fh4oAyCUW6o31la=6Ed$2$k++XGgc
z&HVQd|N2k=bjYJ?;fFVDR^RXl)!hT)Siga@sK3eFp*;JKg7uB_ZGCajk!d5mirl9?
zlKGi-S-;7OPIPfsazx(m-~IRxKcd9nX3a*Kak%-U<epNJ@7cste=UdbFp<tbUP)N^
z&4%u<dT>$1!`(NGn|CYx_iDAd{bs%1rdfY)zhMZ!&0P%#@0p0>GoxA($1nN6kGNRj
zm;B$q<o^!3ZUDi_a>^dz{sAgK^WW$#i(9<48<e?#k$6JwQDd5$6^^@D;g|g1!2`3n
zCV_M;F3>SFLdRfcKgX<`#$q5Xe6o`$=WK#v1Vc?XwlL)9c8*-45g^qs`M;YJrW0q3
zNwLN!__NNTWoU}kW5xcGBG%U<@_)Mr4l2`f4EeqpG2=->_qmzoW4yJTCscSQgR=Yw
zF6e;lAU)I*P-vNS;-fm$FVBlVarn*y3=xtna7^*K#}N9;{NM58z2~nK)X!;XWXD~s
z@Js&hC-Z+>;am%_VHQs&*K5YHLe8>G#o-fcRrwm@9=Dc(jZ4s4Ne5Ut;=7;9V^4`&
zIAKC8P3~FdIN~5;X!`#)|2J!sGpV0n@_(1tt)yQplfUHu#<fuTKE?8wkes#<|4qEg
zAMG8q6Te1qMkUmqzgU6&BiHYh1B66NvdLIp!v$k^opM7bHam&b-m5J=8|!R-a|-8f
z3j8u2>_-X<J7v6Ud|C;oh&4NqvSPQoBOE}zcdYr|k)WIK|GkSgcT6NcXmHUcD|USI
z3voO-MvRG=&PZABCvP3`9Z!z($cTz+7L)Li;Z%5O8XhlN<J~AjDh`23^FJp5ic^(W
zECu}D356k)awjGmK{`?Hz}aVv!Muw}+KaqOcgeL$KcJGua2~w@I;Sp982yd=jwXQ0
zB<rU8S1bK?@wvDLgtkbPAUYs^$3tgztW?<zmL{$uOO{)5#cfmv2Gnkx27{~k5!WkM
zapSX2uuR$c$9lWRWV?*dDGv~r&ps#)GY@{$L@rEldd%9_=cMTdqC+F5CS9oTed0L6
zU2s{-EW_}<s1M)MqLSdm{TCq)nl3qxFs2tHo~??xbuV$q5zp^E;C>n}oUU;291ShL
zsdT{gaT;Xg_J32QLE)2pDGV!_StAU>B{9A=Lt>f}8?+mUEejmw!nzNxuOg1@i=@&@
zIx)_W%z((GjDOH^KI+ckG>?DM;X2Rf$4rh(q?s8|9a2UG=?2l3E~0-Q;(hXG$d9H{
zFDR-vD+Uq=fOu9>n)OX;s;k4HAYDmRjlo5u8NPe@UxU%Ps*}!6_)8I0SrPFEnZWAQ
zqPdq}`6b^z=YL4hW8#U*@i#PJymOc6ZXE>FoK4^7=0<BC9l<1xr6_;;UeIayhixzZ
zVqc*go?~OSJ-#;J5{K#Hf!WWC7YxzJHse%UxVo{4YM_07(1EK)p0}M>;;;NM^>Dw&
zae!5Y(pbmu(bV{tMKUw=14oYi^A>UJs_zY~4kqqGol47*IJM<w2X5EUA6`8c))pE6
zMqda;1BA->f_NyW2B_R-F5l+@rQt`!+B6iu1FZc(#n$Qh`ME2a{g@dPfAB(uq|tie
z`=J9ByE1hlM~uX#24$5c94}5Z(hzl0n|&1P7(Sy}oWT9B*3UjR6708*({_D0hFKZ6
zA!3Y_%n`*7FAnK*cs}5O(lnk!$@5@&K_>fcn)a-}Ms6S7KUF;;CW+NO6nsCPC;mF&
zO%2ojU#!~`4W8uNCsDq`{=c=Kli74SAXXPlXijeE)5Ky;ujoV;Y+|*|aL`6ces4>N
z**ty%Mnl7X@0-d^EF)_c4M7Z4XB<PL?>yT<QhMSI*zS0<OLUF#(oL*8>)-Uy=iG*$
z(`iI(6bS~3$a_5&msi1n=+nL?BZbFdL8!V66H{|fyt8Jvd$0UIr+9Hcgd<Cy;s1yI
z4=1FQ9$Z|quVLiVcCxSSqUb<TFmi`B2^mGj1`o{6Oi@4u*F;Gzi7Ebimd{pGh%4<i
zI#O~$CbrdsW4K@J6~Si2Ry18~^5Q6u=@|XvnVy}oWBa+A<^Q7SWlr{G>9)gJr?@6~
zmxt@%ufO!J89E*c7}gdGPB7iD8!S_}Kx6<Zm}oxb@92qxjEIDg|9!Ck#RMCaLEXfV
z-!oA?cPYk;YrmM!m+Gy9Kf^*Id=4L>G`kY4lthC3CRntRZIsYKj}eqL3g#R`K8_bV
z<@oWq-~!1c`V=S36NZ1c!|O(FmVUCX_#cy*Q-KTU?SjQ^N&5~?`og~CvwsE0HP1wy
z6)~=d?ZN&RiA)#P9l!@iCkGQ6PS1=-C3|>Xb-vhaH4xnX6uFjqG3|}U$0o*YmAuQr
zpL+nS&E!Us$BdL?)xd<uqeM=;_(0-sSPALJX)sC#)*RgiwWO)M5LnRXyvg+X7k0zv
z1l8qg``8Hm3r;fz)$M>5Jb<ew{x0Uxin8Mz*4-M5{74A`&*xfKrx%}tyeVZ0M%xSp
zxn0LIN{jcQZ_lcjp=pq&m+u`$oE&t}>U$T~WB*6tCvY+Yi8jmFgG9@S5{Z`+u?K8Z
za?bMDEnel5fAK?~b8L&f)aS^!z$xtPsH*<)Ij5okfl7?|97$`Z<+J^-pc+gBt{3TX
zy*f(W6!w=S)Hgyhe4qW`aeX!pX8O#9BbuN&#1ylAI`C-96VIA;H~D3b4aA22m&IXE
zOrGTo@WZYAFM=Pv#$tM4h{6*hoR0XZZH2w0V;O-XgZjzgqyHKVcplMe@RneS>&9Y4
zXjm-rgCH`4rErLE&u4$Hq&!z4%K9Dtr$VhBup))iq*<Np&g=r8wPZE*o0RjJ>%r$7
zwXqEK0})^w)fFg}FfCn~az})ay~bx@Wg}s0#o{^{o8NrT{;WC2=m5O)LJT9TuZPw}
z53|a-mpfoD=V0erJ44esc}GKLs_;2a6;*`Y_#7}uW+R7~PzV1A>c~EMXWQ9HI-CsI
z&cC63<YKa8fOmAJ5iv$+fQlXWi&r2YH9$Xo?>LTpNOS0tPy<F;y1wL6388erHv`W6
zPR4qPx-!=mEw_*%UDOq7qAgj_2lkhM92DdM#|`{{%aV`WJjS%_b1YkM1ztc^*MLl!
zK4->)P$kWb?Z!MnnHJoIlOZA1`986&$WeV;Nsy6dlj_9#sGhlSU;Ia)P8wAG4s);p
zfqrzz-tjpsMkYHTDf>;QqLfe{L#}bF(2G%sPWfEwi8`52Bec%G4^3Hw&|_Ml!g^1U
zpV^Fd$^U0U^e9Fa^v$=0zBP!x^-yk99nVfcUtaK-DL47C@MI%e;q=EMAeYd0G^-q@
zd=97kWbwdCED3Sui%*!y12~Be<sbBK>arm|WJ8!9U=I}_kbJgAnRe0n0R^L6BMDp0
zDrbL0ugeh)0oQ2bv@;t%M}5n?@;3v`@P8X9R}BPiIqV-xaVP#bFW6-Iqwnby1<^{Q
zvuOM_6f(3hF;EdEaTa-D3{y#5ox6%-5gK#^a~QF0zhryenSB4D_8dMR>y1jx8+FA}
z-do;l@qgG!Ok`$8M{*lsvK<A8!vbi-&|fehb7F?AbQnq)k{Mw6WF5%W2+<)l881mT
zXbz@kkipfCN@%SM7R+$=Gy^V1B*a4(0-JIFgPn^c!Y=Je9p2i#Zec)1;cq?%?4_yU
zTMCpd3j~^JMCG<;3@t^z_73WfafN1=iSjQx(OpiQkcGc&@T4X*x|la^cOHnfCQ3Jf
zpc8fTh|ifMR&C#*Tn{ic76&jvmP>eEzO~K~C^}O-cVpVH4l`r#dzWr{f8<``h{7SF
zxLX=C15|`VxPL%FDy-k5QiUGK)JI5~PJPBQOm?;qmTa06i5pvAwiyk{ilUzCtc1<k
z=M>r~nf$>%r%Yx8pOcgZqxOEO%{>3;t=rtc5#YP2L+kPXGYwj$7zKiub330GCYg3j
zb2$}SRxBs`AV&BYUYS`6o0M%_#(1ON*wjIqi6~Q_&(!{BS!U`tn}JRGKCE#^8^Psl
zFa-fWB*lkbo8IUvL}nVq`SXCwE9`_wKpY`!tyZAD!R~Xv#!;uc#56+WibXI!+fv+j
z2r&ZN;WeDWkPOHh>3<(oB@_G?o)+1Kx;>g37qa<cM2pos-^V;oM62&@JcMDofIK-B
zo3ooNV1lSaX-F5#$d)w(T#p823tOg-77RU^l@OrwA5X6y2TNvp{GWjc(}^`SJn=CG
zY8_zl_k!Hj1Pp3*GSVQnb>F07Ubv$7Yt)|c36=OhbdqS=e4B8N&_yt-_;Z-%z4nv&
z8b>oYOxV7R`8*QZ%Y2UG1>Z(h7>Ngn5=<5K2B+iuN9730Y1b$)RkM~`oP3|dYId~k
z<~!)l5CA%h%3?a5DDcz={Qn(BN&YboiZhRsgssBnu{~%#5i4lJdPCP`jch%~5^NRo
z(6E1_7a1ki6#1Cr7t6l3a7{x9u$E4Uvf%s-)($9c7?Ea()*t(b$k7|4$F;pEdT{x0
zLN;DQA2QCcWFpf~uFS^o%vsRdxiBWA8T_haoCb144^ll|5(<}hlv;~<U#GUu5o9^|
z!@s!?8keU=T1TS7R3TXti?;Q8;`-^(2hG44dWDJ5fmk@X9kP<f{LaePR*huBJhPA#
z)a+9Wfdyx1C?}l3ysC{y27gC5s3F=t(o3^yn+IA^#^rOEt+0YHC8Nm}!gRbIg`)(M
zZHg@iB`v&!iNb=CB2fu#X7d$4k-Z)}QKfpuv@MI8=pUV%3h&n=^lFU}Ivxs><1zcf
z_c<fe{5*i2_}(@fK3P{Dk|gl<DvjFJ5`~x{o7hV=iZ>>v2CLF}eJ`R<SAup&XUYE=
z7KV}9qj(Y`#Hl?J?N?WHjF-;{!yiL@NR;3~tm<Yd%&)DRo4d`Jr7ZO%Jj7cf?}#;Z
zVr5UJ=?~_{P?Ws$`0f49eOSg4he}u_?0tQ<9zm3Q0B0=b8#7$QQ1H4Tx14i4uVdjh
z{x%m1@IW2(CP4atqV3y+Fz6h`BRqj&3frj**D<$u!C!k}_5#YSU2Te@@!)dVBGy8u
ztV)!VC{ZTV<VKSX@v#A#Moh}s@lW{eEKy{>(V;1f7u$-EvL!RO>cq1ep`N$VzoI;q
zNep+zHc>!sVT!1vV5Li@H?k@d=B22e)jQ-9VM|Ey<#My-i?C;=3X6vK>2{QOOKT28
zS566eOVl{KE14Z4f1F@GMbpDBJgBMs6<w7!lQC!YjShQ8Kq1WZ&x6I)GCr)xbAiZ2
zk4mS5WX?3Zxxvg3Vi~hHnMp!5Y>i+q^4s3-a`#X?)KMZ5uW42_<<x?4>Ws-FazY3C
zqR%)gc1&`8GO>d{8%K}GvC#aXr3}aG4S#I5NLRF#+x@XObVi!e3KJ`&1@rhG{yHR-
z$1xbr1ig$wCQJh7D|+>26PS#ak?zX92;VmezQ?RgxA}<L`q2b`uqOyIpD|)x5(N-q
zr3ug~@e_hecMxDv(C*Px;A2#7tjA6dW7PBTGxHsAY%a&J(M(+l5}PmLDAtm&Sn8YC
zN8`aSb<D}mXK@3DCFCY-+Gm^;-DIoKBs`y6kJ70R?%y%7aiip_v#_3+At+(^8|~Jj
zWutvm>T_O6!sQ$vjn;<qH2#s(Va65S>6@q)bv8ngv|Y=Tt+_?q#2AeL^TKPQE#Eu;
zMJ}q4i%Me8AScnTb@yO)tRSIib9psNPt)4V4z{|Q@}|g4JHQf@zfaTDEz9M01mx!-
zR1w;xZ|CTfzfp1Q%lHERho&94Z4*ahFNuJmPDUN|nQ)<H+dv2@`@oxRx^NmMl<0?<
zGW`h;cdEg>A{lbFcdiKY36up*$ATU`JGO*azQaL6&^t{;H$~?dqzVB5=gO}ro*FQ*
zdWk4wl8B;aCNSq5uoCSN!X<1o>7<)o9WBA@<C-MQ%w1HG*jB@GVe`!}mPA%W%Hf8=
zA9DlRQsFLk7v3}&A9Lo38kt6-jD&j;vAQN;!wM#%1KV=Mh|xYmCkB=n+R`iAH&YVb
z%6oFY2>WvUjNW6ha`s7W_P@|RmWOZTkWr_4bZSa%wYobXn+4GTz|;I<(J>S|pqz_V
z*K$T-K*He+Zf!AQv~FP&ikKTm=z1i24qiC{n?#hB)z?AzbL11=WYTNG2o2icgMK;{
zpq5N#K+-hZT!)|wVjX>px2bWBHfTMbvGa-H;RH>|u#lE6RAgG;n?J;8SlN`82y;re
zOa6Weo#yTY1sJLu76@0bjSgfZ>2C}PrtTry9$t`6n7p`;ttlO_JZE-F952y~pNk>M
zAVYjfB@<PaSVR9-FQ-4Jn5>>vwl1;h4RLyr^tl3JdSG8a3<sBt`L1?GNHMywcSks(
zD$FMx%K4YX%lnHI4IlLs()-^04?RJ_cvAU(kPn3{IuGKTBck%zx>rbE9k;T{5(7XR
z(BT-PCeKEA#?<hXT8_q$J);BR6q5xx_8+ftgs^8L13Z=^qYAdsI0GM$Q1->t(VP?_
zUUe}nH#0C^auE>}11)Yb*SCYRr)ma>a}p)nEU{r_|61gNF;zKqqFl@(b}tgqtJ${d
zg^Y=r!ZNvp@$i)zN;-nBe98!-?M1b+B<AkX4#>U<$!6`H7o&z{Nh~$(@BSnGS3l~-
znlqJpIJ`Jl{R|^cNOi0ltY3&H>z(sJNi>ZUul9Mgg!qUvb2x`t)D;8qF28GOvYq`^
zTN<rL>&E|ws~)0gqjg_9|3+}mQ%W-EDb>*&<oHm*qZEupvl*ssMYGAl!d!)jbGKd`
zjfSC&=qm0~wB!BE6j_R)Lt$Av@(sZgHf04a4xKBJrZx03UBP}c)kcotMeut8b=?cX
zM<b?d02+)z0^`Xpv5?h4)Rhiq7fi&6{e>s$eC7Wxc@m;9zVtN5?O}VwB0Mm>93D__
zEk(3j@+C_(Y+C{=zM^RV&yKX1n57D%bu<mz^St}dG9r&=1kZNFFo%v5k=4j)%?22o
zIf{E~YHP`AX<nEi=YQ-1`wUfHn*vjmx7CY7<&_>x-(v&Ef=w<to}*T+b@X~9h4gY{
zO^8WGn7{nL6jwS<K9jKtILJXXYHpk|2-x{Q8i@jHtRT`0@Aq$PJ@mq2v+;c7*cif!
zTPl_<`i#$UMuh-ly34EM4?#(4VWc{dJG)VW&rw}bnysjwx5mzx<B0rQQHWx8%LC~p
z;aQ*aKpYFve?5Qzqt~%*lVSO+ZgvA=%~+!+)ARg|!u=afIr^mMNr`;sX(4*zs?j@~
zGiKaJ`Uh=4V~<`Qj!hs_7b#jf0pjsYZ!|UE6V8+GhR)-4o+5>Hphg(lo^0V!(PEa5
zHJB}213sJNoUgNuGvKH^s|Wl)2evdA8()m&<%siw+>{(kXBKDh{nR>o0S2U2n6?9#
z2C^3-v;r-NcMSR1lX~WJY$9w7$TUH@(VCgAsja>@*tPuUW`Ne33Rn#LS5*kTN2m1J
zIK1Cyl;tyY(4c^rMh!-u+Z1#kBw4N;4Pq%_3TZIh!e??aXMUe!V-2J7y~U7!ifB|2
zwJ|@T>zq(>oXDks=tO(bV4^ZkW20F3oM@<MLNV3G9vqsW?dG%QGImoF8t@ra6b+0{
zNZiC{{7;2A9jPKY4pSvej)6wG$_XHPZ0z(DA}`22W#+0Tk8U55^4V$8_woI)X!x8{
ze^fl5>v=T5V3RGHb7ai+`5ZslW8J?(0f|0BK~@;sUQ9*_wV}`0Frn^)9~6--*!*DP
zA>+^gct1(_@h_o0fAgEq<^SG1dF{bNha(SUcSgkS|2n{MPT8@SSkT}<XE5lISkS<#
zgRcDy7IZ?-rrNVu&|Pe_lWJsrLNO-S_KM5ZzW2!y&G8{#+gLIN3wMIeM=4k3IX~r`
zn}mr8T90)sM;gQsO(()e{kmw$XEcqZ^St{{5nruZRDPODF^BNJ_yiMzi#T$u^1|HD
z8V$%VKjcAZE$T(2qK%LZm)pDXQkyP&1*zGWiGzFw3!3}av|yv1Gs|`Y_rnCkMfnkQ
zi<J<8%RlJctB?9Q=x3#Rhdr|Y`J28^W62c6{Fo4|7*?}iMm3$Bi@uQWGXt60FqVjE
zrwQ+&Nh}l(60bC+SeVsg|ImCMq&{Vhd^u=7CFe=-SVO!$$H~0Nn$@vOX9uk|A(w=U
zC82x_4Wf~~rqea3bNRM{S1BMR|B2A79hTz;$+5xWeKistFzTt{V8e0-Sm<zL!w?ZU
z7v%XIOY2;anG1({Hp%wRi=u94+G<LRDhFF_sQ27hQ2O5mvTXM>kbz~}Xa8q<?e9@r
zEd`52r^VVdSrU4CUNG%<Bvqens)1H=ezu=Yea@0pxR_`|lp$WUG3ku8B<N<?zRZ3Y
zKK(OP8WTHeOphY_e37$U8ct9N>bC#wAA}vMjn;c2ENI<7hDD%$s>ZppY}<y}74}h%
zYRe?s@Q=i<spdTNttrnb)pBHt>pU<}HHJB8htU$FBZX`7gxTpf6fGzV;6KZic&FG;
zpO%J^oY8$pjXC(wD4ke<e~S_0qjbT1#@Xw4l}C3?7{YKc;WZ;4z8njh{4>-b_CDO*
z+YwB_CgsgQDG@dfCNbF21!y`1Q7oEuzGn-IgDDJZI-KU<9gCPTI;0<g1<n4Cp7$6{
zb$AhyGnu3qBGi*`Fj|}rB2c0zr(fk+D$JLlijk6@QwNwv3X+lrLARusQNnP_Hpw>n
zx6G5NBqL&oV?46i#Q)W{imMHOqBLpU$h?Gf%Zb4fMR}v3N820nHj|Yp&+)?oWoauM
zF*+4Zof7K&6OI~IP7&P^9PD~pE!G<<^%H)WkfJ*8n~U>dL3c|qDBcjIaGc7-bw!Fh
zYK<(qY(izj$(l#9=hVyK6w8Jg%O07nU}0F}433IQ@r@?QHvGY!nCPtoXJbsEe5Ny|
zD~s*tJXlcvufpYpbt1wTW9<K&YGPz6A{+K{0+U<`>|5-bv@9v;`_Kv!MvM+4^&8Pq
zzHw6T3pY`JI7OFcRK#q@<+SC*VEtoAK;coRhADICU=NKqbZjsk%Mz4$&5~fr{67w7
z6pqM_9IxXI#fwIx6otzYF>cM})lmZ@56~5|G{@*KQ(L^B^8}aoLOmvphZkdYY`QT!
z(|9t{@dde=ZG>K84GF5sc#$oBs8u74!!feLk}ieOIAgH@*8q}#eAxdQv;;mS*nrNE
z18GjI`CUtt4(bdq51yczp`NWMxT<!_Td<(~|4~3RKnxGmTpUdUv*pwJCD<rxbuEDo
zIg(K+GvfI3YmIeU2W{ifLez6!l`L(^`Eb^F#o}oT{H6vJx^VxKxzcdV0Rx-iAWMLO
zFHuBzj*Tz~BlTu+JgHz7D|WpcKkdVYL&n}Wb3kl7=D3*kOV_kv`5$uTi^~b8^7zHE
zpz;rfk))sD@qS+x3tIWN2AgdBH!&GSlG|=M@$9#qg|J_lR#7t^9y1M&j~H`I3%6eq
zr=v#pw~de(2#cL<7$GjGD`k-y_5F?b4;8$$z@SAOm<H;{bfy>Ae${}_r^kX0_YXVO
zMJXJJEfg2!BAQO57+V+GI1?5$@xL<|G=eh{U2_qf38bmNQGE`gvHQddRA$zEGyJ62
zAt2q1>Sp<Bi_PCp_4?mLHTzE*je<Bozz&)Pxd;|C{*TZ6&<A3CjD8=rqkfEceu|J8
z4xjkIq;%pG)AzA2pv9=C`{xPW;rrmfOka3AJHw(v>9}KK*m_i~h?H6)&)}NFybaIC
z4|Mqb+?DbD?el{U4F5j90Bg04jKt^s<P<ahT_>b`PngW#JCsb{)1a~Icr#v)1s(8j
zPCjv!7!sa6zP5aP<KO73l(J|r;}m1p(`4)Ho3WrZe(e?*)JhxG+`w#5tMAW)1>G&d
zpg0v_gl$D79&|ohY7ER~rG(ETLv2aP98v6<;*jKD>;W_)rJ1oDW@DI$!Esuo{cpyM
z{Wi7#=lweb5qoJQ8mse1dT+7ICtfnYjvc2gAeJu&G;-4{;+ARLnN{Sd_tB%VU?=J2
zHm|qN_{aH$FEw_u@0_7)Hyz@C>h+h!g0laF)jFH7TTgRf+UPrD54$ltj!-wMZk!_~
zJAc0s3(Eg78i(+1>oav>|C?q!tts+ksu-+bIvo355<{TRD6EcdIlkLVIhe3=%?#>^
zx8@|6_u~JN-KTu<zUxQ)bp-!E?7d#wo_PL(!R~7q`Cb~*E24mqm}Y~;lZ1?-VuL$j
zWTq&fJ9fM}fRt8R2IksEG}#!FDjvZ8rldwQnl+%X%9CJ0;s2iL*=0KRnf?DVCp!Ta
zbmzdF!z9iX``#Nk*ddX<77GghC?qOt?es9&|AzB=q(RR4e$PbpCKkOX&;G9^{p&;;
zjPN<ENNGM77PQtsa?0?dbdKCClNyV-!(6O;u?5)$Pf4>`UpVaYi=P%)P~)$|BF;rZ
zE!L9Fs_gpMa{><%FmnzpsPT_Zca0Y(Cq6O9vQfra>{RHRFiSHMyH_!u;9cVR;33wr
zsPI{`_(uopXlwv9Xv9M|@|W55?-N*1;}?EKj@0Ncj|JubvidrJD;gVlW~`Zk3t>Tn
zf0)6bCM)8Yb6JP#{O9Nx8Jo!~?LX0AKA#Q?O8$8v8-{>@xRXtUNyuDiBsy;51BPSA
zS+JlxF^pQHpD`>ObwvSLgT%Gu=ot{wIkBL|ADmxe+3bBIzAzS)|A!tE*DDWS;&kI&
zH2E>WUjhq?|3`&mYR=h?lQ>(zC**b!EGYl4c$X0jirg-Z1*QKWKT2h^z^{M>-6b%X
zUC}>`N=|?F!zHnx?0>OUvF!7MGBGeCUK9(;|6}MQ7}N$#SY^(=m%@Vb|L(z{Ov>68
zm6r`@O=1^0GZvKnkCHutK@)DkS`($4FfE=Rj02CKIZF6ZjP<F{jErOjWjLHC&@#2(
zh6RoPpH+VVgMI}pXzu@+!Jv*VT&K)Xm&1bYmS9kt3VX*zv7qF?Ri*c{?gbohX)LJt
zV+4isJ61YHUmOc6{x@;!!r$WMyF3<@{VQi?!BLoSTrL;Jg1Y~n1RTMjUjYkB|Jj2<
zzXBF?#|A^}F$hAX<d8rQx+E5q|4*|*ECU8*^~X?gRUP7dBbS3NN__g+u%JW!O+4J`
zKk=(J!9}s4@RvE=4`9%*fCUx*Q>F)Em{*$`;!^?#nVu>do-%M&EU5U~Js1=t5`bHV
zCq~5_yF(3G9L9lo`_RRSv7qpGdobu%z=D?jX99zM1uQ81n~<8sz(o1DJQmdbXL~T{
zSHObue{%+pV9>9C1>G&dpkDzCD*i+O$p{9u6qm+=?t;gQY8^1>5Z!T6Ea+|t26gy~
z6Xudw(A^RY8q3dxv7pYsdoU<UxHJ|N{%sEih3vdE7L@)IZ6jgzgBiYDE|<fC#{QWo
zwTeoK5}uA+5DTh(I^SSIj+K)akTi(T`7&5g@jp)A>>jayeFZG2`>*Wy5eym^#IOX3
z=c>R$PFU91^I<`E2{xO+pkDzCn)qKQufYrU6|kV}Ulk@#{rn6B(>9HTn4_Sa%qPNv
ziht$*9KoPWku=TEb%Z~6=t#Cnv}Vhfpfu4jao5Fx7SKuzTl36TSng9;Q1X8U7H~fB
z011`8AQrUZzsg0F_^!)iL3c|qXk0BpLtGFG8vZkbL0SI82?G$|3ryJg*|DI`pBeE0
z2K@?HQ0K2b81yS(LHR%9=e1|(fnNa&%KwR>j9^gbUM^-4O_#%hI{)p#phE7&d_)})
z_rNTB0W4_r{}~MWnJn9zF;#Sv7j&6$^qDN%i_F@G4{zi@-Ge!gN}ydCWheM&rOK8y
zd39C)47s<bLTSEf*WNG1Zqw|XmUMTOEZnb6!d)3shXk*0Oc7hS+ByH~VLIWb@_28i
z+`^T~dedbV-b|T=$K1o4DL?OLQVY9(H#Y^tORUWz`%7}W-~0P|%^e(!@OM|Y{+-ha
zfA`blV<jv<NGY5se)0O=1v2r$r9fiCILx<qpIis^`0&^yvMx%hHQWK`etz_FG!IK#
zqu)+Bh3CA=+cBl^x8vxy<Eno?u`>Dp<)i<!eO#|rk0QiZVhKKNKE1#G@af|t7{bHd
z`%fRb(N92V$mHD%IeKfAM@nz#cfvNmCNpr6#6YxST*q9zZ@^#IVvOB-q4%{)Pxii6
zYv{=J?g`NN)9~?H)3*DsMUVgcPmiB|_3&`D`ju?U@pec5ze?)m>#HBGekFnR&GgN~
zwJkJ#;dg3tRkmfD>-FLVs}-g*zG1UUKJ4iYZXw=(L+Fp+?6m5}jr~`YpT$EmNzboy
zI$V6C+WgICh5o08*6YPL?v7b}b8|aCvt6yL3(3E(3ncIUt96*o^g3}6`)_#a7vJd5
z)P?Q+^`Z+jsQot&Nx(k6jc&dFX1m&6Y2Sb80z>fh)#}<*FCLO8eQaoDw(-9C8Eka^
zMjY$@8%p~A8;<1tH>))Q-d^7htF&7s;$i=-H@o!X8se@kTk%kJWeWSU+XX=k?^{XC
z-ql-22Gsa7{IMbzY*+F2dNCPeJtvF4-f{xQdQMDTz5DBZ*=}kW1iq`tG}M)C!@Kj}
zzSHaLCBY00ubpGMdhj=G*={Y|t1T4q*FSs{zSA_!OwpGmzkE~A8NV;9-I@7cjD!~2
zReZSZ%Qn}2!(2$+vt(dfM#e76(msL<DzU355}_-*U98=>bk0oO=o~-0&WNt)>xn;D
z^rkw4IpL6*!TrpzOWwAfQMP1o!?U+EhxXZ9m)>?|t6^4+f1ZBl&oKFeh6TT28C_XK
zV^a@ivn%7+@5>?w=V!Ga^w@UQPED>l>K=A9XlH@9vZIA~F#CG$%3CyC?cTZnv~T!;
zo$G0EIc{6)9^RU}{YZv-J;CW;-$5*3Sa$mN#C$ma*4-4|ucGVD(^ZY!A5ienL1fg;
z7MNZ)VnXcTeY=cK_(M0k`)$;O!-maZ*Fj>sn?X>eZu%Xo4jN9oj{3X)g)m56!|HZr
z8?wIbpx~*#Y}<8av)YdJcKhkyxJ#*hc(d+C2WmBl?#0d#KH15Qht;Z^!Jy}t)PH@w
zqY5UlxM|oer+0@HQ?KWG59{k~SI-SsEiFLkKD2EJpjxkXO~Z^K9km);)9U~^?TPML
zS3&e;-Sl(0&D%KoS5dI=t#!NZ%9hH@SZ~`YhHBB04rxJIw<K;JXbE#ir(8u5$bT~}
zupIUyaSuQ@I+pWpS_RRzbd+0Y+hr2XW=BN+EE{HD?K+do*4hqc({^R1p)c!HX3}L(
zAG>M##r^d?+;o)AQPK$~DEw7Na1Yx~Mr=0M?aZ)0Y*<_ld%d|9ZqiJ3%34mStfO>2
zwoc9a*5<mI8TB3_J!}4_b+_ByC)_@~&C%gtnZgxXT~C?lm98E`bYHgE5rh8cVaDvP
zqC<UGwrzI_2QGX;Q;%1*)%D`&Z8@g=7vjGfLdqpf?RuuHT~B5A-Fhm^<z!2uR*z%3
zFRKn_{^#kxv7mj$Z7apR5E`X>;kM<3p`w1a2-(Ge(>@UkY|_0D8loi{5Z!j$dDaoM
z?aZn>sk-3cy4}XgcH=p4IScDfaHuFmux*4tqifhfvKt7;PB*JCCq*;Hzn}iK7|ga2
zhNx~mEppeHEzPrimSv}%L0G(l8Pq=Zdq2zLxii6JwIdM~?FfBHT*^91&rQy4J#*FS
zm;#^NKhQP;-_z~wyX~eu{djoW%8kgOt~1orZXowU-G`ap>wghg9U&=e6;$=0#F|-9
z)*eFCgKFvO;lax?`k#vU=(2DqYo(of0tDN7Yy~Y5-mf~*yP;Eegh_#O|6=n(h22zd
zz;jzd+Q7%Ool({eL|M1(Ho+MU?aun29<oGsoncY!%i1HjXMyLtdYz(zlYx>Q)Z496
z*eaRIV2=(erXH+lU)Hi^^|&#*dL3I<Z@ao~^uKKxq1%Vyix(_298<m9cHL9f@&#og
zio5qw0LQXP|5LH!QYo9(Y2pjY9$KX&WlwaF!q7FmX=i%pVW5Yu;<lw$7OVBDA;OgP
zBMz9WeV<D^8qVrjI$WdwrLgUxvhHxP#VT4ei?UT~<w{x07nHI2OdTBcKZSR#s7%>X
zR1WLzl-f-z-}@m|qmKYar$z=Hb9;SHQ)$X}3R^v$ZS<yPKFSD*=Hb=GeUok3wmUIX
z*4FL8RT&(8qyMF_Bc#<9M5<|oL~T{=+>6s%Kmx+=I<0ImxIzC@(V4kv<Yv9;wvMva
zUgX(rD-TjOAF;+0mh0Qr*KHej@aL_@n@kvoLc)Gm)*eih@fbIqR@NTX)swcPt2c=4
zrT(WP(a}}BZ_j|K*Xnx8WGU;O-7K90MZm0yOPVSD&t)5|(#^xl+B2Ja0Fqt3PIXtW
z@1Rp$x5FOp<X>$mnAGlg0DpA1OO#DkjF~%%Wp7P6x$~ggvdRV-vC#i=pIyg50s`wh
zC{VSX1upw``WbCnrBxdcy^Cj~|0(QrcNeSod_h?&qSfnEcV%%u9O#KD>pSTF|86@4
z1ln#B&eZE}7GRdT5kK@C&S|?N>YTub_wDt++-K2k6J@OqryguxJ35EimPt9$cY_0}
zJCq0XKWc2};n+F|cT-58>39VdqCG2a9hlqWd&)XGVl{C8NHY@JcVmdaYFT3rr$1%4
zjfp*FjK&A=OBwaHE1PY>lm3^At<y;vOltSSPRyoWyNy%k9<H`wQE7*KW|xX|sji|x
z<fbh5uC*g^D^tV!*UoD#eN@@@kY-ZG^mVBJRpAp214*}?>14TQ9c$WUQr2wQ)T4io
z?;G{MDqNUFViQamG;Y^0%S~4%VMbSW+nf*9xwv&!JO`<`X8#az);^qw*uKnkHI2BJ
zqd5y`1fZu~PO4r<N9-=-OXSad1kc0HI$a}7RbAP(VbyuIRa%uf?sc8sNVzq=Z_xiz
zadZeRJF{seVCuD2@{}<*O)o56ugV$&cFJxWt!XX)Z?2#09&Uw69)4)VXUg2c)jn%t
z4ta`t+jYZPt1N83=6@8QDZK61oodmIPP}wWgxE(v)my2vx(+Iw%S!(f^utHg&VsUT
z-32Q*mW@2?#4*2c*g47?A*P;5ZRzMv{<X$JDelO1`|T8p{%usQ)MF-Z8iw9$Y<;P>
zZA`bya-W}PGyn7S!vHqI#JT}Pw~f&B8VRUgd@D_7WRC6z7je8;lC+<PCFAHGzHJ;0
zsfX6PdUUR?Z0X}4mL#_ew)M7a{`W<1sxuBN9T9FtG`Ag8)@U>=jL!b;EGX+by`5}_
z#y?O07PD?gr>vVoWgXYsI>5BVwRM0wly>PLu+d_+wC`9=uWl-)tg!>7UTcy~S=VW0
z?TJ~vjp9Ya)$Ydqi_My(VoUwX7DwiR!=<d1Y|2`De;RhG=^9Rmj@3s0)AXz8px;$=
zBXL(Y+HUtt=h@Z*l7>5hrOd6K%lGXv{Y(s9Biq)gka`EfKOt6SZXaB}u*%wVVd}MK
zz?8{<)KGN_8x<)PMW%O+v}W4WgJJ9HwW|Ai<;Jf`hnV$0g{?<374JGC3`V(~EtiNi
zI)0u-)lFxVEzbVo3%gWo4GdMbJy<8xnr!5aj93xIt^Sv?mOG}b6<Er|{x|wx3R^y}
zOw;X1Vom7Fnph&8wqv_l5c5AR=cNCs*cuA+@ImBQ5gaYJJqxJUX~xRvW?cuJi4M#7
zU+!>*!@`s`Mu&7}+c7C+-QLDTTg8*@iok2zfLgh0^uHLnTKP^da|mx9c3^8vG%U+>
z(Y6sHY$@$(2I<B79X9HJxp=KruTs{{g0jXbsbL}eEqwsBb+f9hqodsa);J9F!q&!H
zWgTHU%q~=^60@Fd9nYQ>A=fgg+&ZQ#@_)~QnR6QxSsre^oGBCC(Jl$_Zae+_UmeXT
zTbSks{SN}Ljn`YJtYH>wrp?y8ma^9Old{$&ugu!Dgf9Pz3z(Xbum^N&r>rAPaEZpD
zoJQOe*uBrK!F^dt+06ee0Y#~_s+1SH8LfMm%dju&=z}-8+d0aXVms~YHIsNZHGpAV
zBf0CpZP<MsEiEh~T*iZ@Hd+%++I9a{_d-YJZVJVQwOfpI@2KBls-J3J(}~^Aoxw2c
zea63^en_Bh795%T&a{><BVkeLW-B-BH?sv^eZaW1&;8}nk9G=K1Q*++_BK-qL-gSb
zm2nnyWlYX}S*uBTcH{n!wxV-pBe4Y23Q=t8Ndek+TD>-mR{(+&TQh?x8)s&(|0&$G
zM3}P17MvHl&bjH#THIDMgKK3iLsHhL^Yp(IwrdO(+8UgBBzYCunaN#=eHj~j(?Nkc
zjb9+|+g|V5X;pY|K(M~4*msa#(GVB4jt1B^Ea;`Lhq(^*X8q5@SZ?=lXKYfhCoaL4
zE#sm(w(%YYf?*!cmh&IqU}Idavi1<7-V;+z@^(|r3EmQ%sIvA9=zWY*jsBOymibV4
z?YnknSXB>4qSLvxt*h7Rj_R%FXD9tHT6L>{q^uuZK)+ohZGd7r)2Z{6t4_+g{|-2y
z-A>9nstyNkM@)rl4N%@krD-~-tQACr3-@-T|0!H``&e14WUANGjIzC6Hyl#cYu&o+
z4eoTB<-w@`DQu&jQ?YfSS6Ro90yS%AhKZ)tq{LnITh{$QRM}>_*m7DchKJE+S5FLl
zSB52ZWn_6*R$;u6|FZ<t$bCOLv(<O7Q@=e+>UWK>cl2cosW|9=D9Z+IDl)Tl+fG?G
zGfXetR4eQFN6axTU)b(QiLNl+={n<rh_>wJx?^0)G|<;`GVh)hm!mB6KPez<ZtG6;
zD(g5Go5Q*xIL(UWIBX<ktppTec;KQ-`}{O4qumQx#G6@Ak0fdv5iHz{PQCjkek5(Q
zK&O=LCPiSL1%=(VOIbUu%AOc;7ZITmkv?6g5l9Wr_^0VlRAu8X&%>R0o;y?1%`9*O
zwv?_O7fx4?@o-V5eQ2XDM6Sx(t*BmS=}uXz*C}iLzj<F9HCJWs-&pi!=nSA?U)Fdp
z^DskUSFcm&Z&rk2Hw#JQQ_t@8KNT_m_JvNzT_b@4boE+*iVjkiyJez29+c7lIBPpw
zPRiPCr_9ydZNtQSBkk1dG$dtAAl<Y4zX!e18QZ-Tv&vWsn}?OPx`6}@Jiu+e%xhmZ
zaobt{^DxUnSMiWqLmz3Skq0Sjup?Ek+a;9c#-g%I#qJml8PEnE@?^Lpz8zhz4(rR>
zz{5P-y6%-Rm9+Yw!p;=0tP?uQSeKjGaz<)ZIQ3e<qK3t}PBLfG|5DhGjyu0y5-}<r
zVTxUAEuP+Y0HZB74{O{Cv7L&YwIgM-hk86RE9)%S${yNddCFQdzOqewIu;JWf7$4N
z3P--YV9UU4t%9mv=Lb~Q8Lv{-9!!+c&8DRr^}iIhr&M#*;x()tyjQpG@RKc*5|_}L
z+;YuF$IRS+&{-!`RCVg%pvmT1(2hHDxVBCwemu_h=2;BA6GX~lLyG+0OF&lqR_~YF
zw1w9)vE;1YHi9d+%#6dklN(~K7i!p`|JlWz15#NV^^7Mc(__<c-CEL@b<@vg*6kAZ
zzXdUjQ_bYo9wao}IgfAnu{#d8<)dh42BYqlPFZox%>Sf-uuqB{Ivk0zP7o<;tQh!-
zvX*9)b%RUU(x066^DqZr*Kp@POTEc)wCFVGL;Eb>eM1Y3<SkNCyW;=a!-YbD2;B=i
zKXK}{Cnsf{AWB)gOnCfg!ZZGPB;;DF|Dn~+ilMBvVlayEfHj1fvTjKn-e=w)&Z_-9
z+)ryvCG8ZlfV4Vc(lmB6sI1*~xyZI#5@owqc~r5DaE{5Rg=tq=dlpcyQ|FcSbi}RL
z`F~aHL?ye@UQ~{PNRiOUhCY<F5m4%N!YO5k3NQUH8=^hIDC>lYGWYN|4J&KaHTA?`
zclEZd(u&Jm%fH%IWLRo>01HT~l6!d7s8R;P`rSX<Li<y1j<lThzZ7=+SXoCOOe*~>
z5WS65^uA7YSLTYpg8{pLPiT8bNWvu#*U2&=nZ4W|Sar%;#Z#Fmp@T;9Y$s8bF<&+I
zKRIYxC>GZ-WJa@0$~t4Dvd-?Sth4(n+bgJ({+Gg5*GpN;K<HrIX*Ol8>aMI)N>bLI
zBX$ZqyKl-`KCi4h)hO%KtCY10h%(VEhf9(&CYs2fJquRYo&A+<TTgb%TALt5NZ!=E
zkIAQNn7?~o&QbsKu)7DlhdXl&KUs@-79Aj_=a8yX);XS2*0N>z1Jl|lj|#BDrZYSy
z9eoJ-Z?;n~7zwL9oCR3e_LM{>RzyV2|0DqwcAPL}tu03xRiJIeBy<D8FuQ@|#_9Rl
zLH|>$i(*RIa=L#0>D{0H>G7vuxwPur@Bj3FAFnuW?%WLahaZ3Z`3l#|Eo<NY?GK-R
zymJ1w9K+||Uj5_MuU8*Fz56J|@x!O>`)m0|HXrZbf22rm-f#Yy*W>ZSUtYafX{z%-
zweb6&9{=qscQFb6^YM>=c>MJJ&;NWCJ4J4i87_MJ^Uv>o`nm3UvLFG!|LQOP;&1-`
HyI=i3@)qP%

delta 62
zcmV~$xfOy?006MZp#m!RB^}!_21QCn_zgQSi4&3hj}V<<+eKoD)Wg$DCRcd-_$pOu
PjaH{O7)@rsYgx-1lcW<z

diff --git a/include/emqx_client.hrl b/include/emqx_client.hrl
deleted file mode 100644
index 98f6a0595..000000000
--- a/include/emqx_client.hrl
+++ /dev/null
@@ -1,37 +0,0 @@
-
-%%-define(CLIENT_IN_BROKER, true).
-
-%% Default timeout
--define(DEFAULT_KEEPALIVE,       60000).
--define(DEFAULT_ACK_TIMEOUT,     20000).
--define(DEFAULT_CONNECT_TIMEOUT, 30000).
--define(DEFAULT_TCP_OPTIONS,
-        [binary, {packet, raw}, {active, false},
-         {nodelay, true}, {reuseaddr, true}]).
-
--ifdef(CLIENT_IN_BROKER).
-
--define(LOG(Level, Msg), emqx_log:Level(Msg)).
--define(LOG(Level, Format, Args), emqx_log:Level(Format, Args)).
-
--else.
-
--define(LOG(Level, Msg),
-        (case Level of
-             debug    -> error_logger:info_msg(Msg);
-             info     -> error_logger:info_msg(Msg);
-             warning  -> error_logger:warning_msg(Msg);
-             error    -> error_logger:error_msg(Msg);
-             critical -> error_logger:error_msg(Msg)
-         end)).
--define(LOG(Level, Format, Args),
-        (case Level of
-             debug    -> error_logger:info_msg(Format, Args);
-             info     -> error_logger:info_msg(Format, Args);
-             warning  -> error_logger:warning_msg(Format, Args);
-             error    -> error_logger:error_msg(Format, Args);
-             critical -> error_logger:error_msg(Format, Args)
-         end)).
-
--endif.
-
diff --git a/include/emqx_mqtt.hrl b/include/emqx_mqtt.hrl
index fb7201f02..793c9d501 100644
--- a/include/emqx_mqtt.hrl
+++ b/include/emqx_mqtt.hrl
@@ -22,7 +22,7 @@
                         {backlog, 512}, {nodelay, true}]).
 
 %%--------------------------------------------------------------------
-%% MQTT Protocol Version and Levels
+%% MQTT Protocol Version and Names
 %%--------------------------------------------------------------------
 
 -define(MQTT_PROTO_V3, 3).
@@ -34,10 +34,10 @@
     {?MQTT_PROTO_V4, <<"MQTT">>},
     {?MQTT_PROTO_V5, <<"MQTT">>}]).
 
--type(mqtt_vsn() :: ?MQTT_PROTO_V3 | ?MQTT_PROTO_V4 | ?MQTT_PROTO_V5).
+-type(mqtt_version() :: ?MQTT_PROTO_V3 | ?MQTT_PROTO_V4 | ?MQTT_PROTO_V5).
 
 %%--------------------------------------------------------------------
-%% MQTT QoS Level
+%% MQTT QoS Levels
 %%--------------------------------------------------------------------
 
 -define(QOS_0, 0). %% At most once
@@ -71,8 +71,13 @@
         end)
     end).
 
+-define(IS_QOS_NAME(I),
+        (I =:= qos0; I =:= at_most_once;
+         I =:= qos1; I =:= at_least_once;
+         I =:= qos2; I =:= exactly_once)).
+
 %%--------------------------------------------------------------------
-%% Max ClientId Length. Why 1024?
+%% Maximum ClientId Length. Why 1024?
 %%--------------------------------------------------------------------
 
 -define(MAX_CLIENTID_LEN, 1024).
@@ -87,8 +92,8 @@
           username      :: binary() | undefined,
           peername      :: {inet:ip_address(), inet:port_number()},
           clean_sess    :: boolean(),
-          proto_ver     :: 3 | 4,
-          keepalive = 0,
+          proto_ver     :: mqtt_version(),
+          keepalive = 0 :: non_neg_integer(),
           will_topic    :: undefined | binary(),
           mountpoint    :: undefined | binary(),
           connected_at  :: erlang:timestamp(),
@@ -119,39 +124,76 @@
 -define(AUTH,        15). %% Authentication exchange
 
 -define(TYPE_NAMES, [
-    'CONNECT',
-    'CONNACK',
-    'PUBLISH',
-    'PUBACK',
-    'PUBREC',
-    'PUBREL',
-    'PUBCOMP',
-    'SUBSCRIBE',
-    'SUBACK',
-    'UNSUBSCRIBE',
-    'UNSUBACK',
-    'PINGREQ',
-    'PINGRESP',
-    'DISCONNECT',
-    'AUTH']).
+        'CONNECT',
+        'CONNACK',
+        'PUBLISH',
+        'PUBACK',
+        'PUBREC',
+        'PUBREL',
+        'PUBCOMP',
+        'SUBSCRIBE',
+        'SUBACK',
+        'UNSUBSCRIBE',
+        'UNSUBACK',
+        'PINGREQ',
+        'PINGRESP',
+        'DISCONNECT',
+        'AUTH']).
 
 -type(mqtt_packet_type() :: ?RESERVED..?AUTH).
 
 %%--------------------------------------------------------------------
-%% MQTT Connect Return Codes
+%% MQTT Reason Codes
 %%--------------------------------------------------------------------
 
--define(CONNACK_ACCEPT,      0). %% Connection accepted
--define(CONNACK_PROTO_VER,   1). %% Unacceptable protocol version
--define(CONNACK_INVALID_ID,  2). %% Client Identifier is correct UTF-8 but not allowed by the Server
--define(CONNACK_SERVER,      3). %% Server unavailable
--define(CONNACK_CREDENTIALS, 4). %% Username or password is malformed
--define(CONNACK_AUTH,        5). %% Client is not authorized to connect
-
--type(mqtt_connack() :: ?CONNACK_ACCEPT..?CONNACK_AUTH).
+-define(RC_SUCCESS,                                16#00).
+-define(RC_NORMAL_DISCONNECTION,                   16#00).
+-define(RC_GRANTED_QOS_0,                          16#00).
+-define(RC_GRANTED_QOS_1,                          16#01).
+-define(RC_GRANTED_QOS_2,                          16#02).
+-define(RC_DISCONNECT_WITH_WILL_MESSAGE,           16#04).
+-define(RC_NO_MATCHING_SUBSCRIBERS,                16#10).
+-define(RC_NO_SUBSCRIPTION_EXISTED,                16#11).
+-define(RC_CONTINUE_AUTHENTICATION,                16#18).
+-define(RC_RE_AUTHENTICATE,                        16#19).
+-define(RC_UNSPECIFIED_ERROR,                      16#80).
+-define(RC_MALFORMED_PACKET,                       16#81).
+-define(RC_PROTOCOL_ERROR,                         16#82).
+-define(RC_IMPLEMENTATION_SPECIFIC_ERROR,          16#83).
+-define(RC_UNSUPPORTED_PROTOCOL_VERSION,           16#84).
+-define(RC_CLIENT_IDENTIFIER_NOT_VALID,            16#85).
+-define(RC_BAD_USER_NAME_OR_PASSWORD,              16#86).
+-define(RC_NOT_AUTHORIZED,                         16#87).
+-define(RC_SERVER_UNAVAILABLE,                     16#88).
+-define(RC_SERVER_BUSY,                            16#89).
+-define(RC_BANNED,                                 16#8A).
+-define(RC_SERVER_SHUTTING_DOWN,                   16#8B).
+-define(RC_BAD_AUTHENTICATION_METHOD,              16#8C).
+-define(RC_KEEP_ALIVE_TIMEOUT,                     16#8D).
+-define(RC_SESSION_TAKEN_OVER,                     16#8E).
+-define(RC_TOPIC_FILTER_INVALID,                   16#8F).
+-define(RC_TOPIC_NAME_INVALID,                     16#90).
+-define(RC_PACKET_IDENTIFIER_IN_USE,               16#91).
+-define(RC_PACKET_IDENTIFIER_NOT_FOUND,            16#92).
+-define(RC_RECEIVE_MAXIMUM_EXCEEDED,               16#93).
+-define(RC_TOPIC_ALIAS_INVALID,                    16#94).
+-define(RC_PACKET_TOO_LARGE,                       16#95).
+-define(RC_MESSAGE_RATE_TOO_HIGH,                  16#96).
+-define(RC_QUOTA_EXCEEDED,                         16#97).
+-define(RC_ADMINISTRATIVE_ACTION,                  16#98).
+-define(RC_PAYLOAD_FORMAT_INVALID,                 16#99).
+-define(RC_RETAIN_NOT_SUPPORTED,                   16#9A).
+-define(RC_QOS_NOT_SUPPORTED,                      16#9B).
+-define(RC_USE_ANOTHER_SERVER,                     16#9C).
+-define(RC_SERVER_MOVED,                           16#9D).
+-define(RC_SHARED_SUBSCRIPTIONS_NOT_SUPPORTED,     16#9E).
+-define(RC_CONNECTION_RATE_EXCEEDED,               16#9F).
+-define(RC_MAXIMUM_CONNECT_TIME,                   16#A0).
+-define(RC_SUBSCRIPTION_IDENTIFIERS_NOT_SUPPORTED, 16#A1).
+-define(RC_WILDCARD_SUBSCRIPTIONS_NOT_SUPPORTED,   16#A2).
 
 %%--------------------------------------------------------------------
-%% Max MQTT Packet Length
+%% Maximum MQTT Packet Length
 %%--------------------------------------------------------------------
 
 -define(MAX_PACKET_SIZE, 16#fffffff).
@@ -184,44 +226,43 @@
 
 -type(mqtt_username()  :: binary() | undefined).
 
--type(mqtt_packet_id() :: 1..16#ffff | undefined).
+-type(mqtt_packet_id() :: 1..16#FFFF | undefined).
 
--type(mqtt_reason_code() :: 1..16#ff | undefined).
+-type(mqtt_reason_code() :: 0..16#FF | undefined).
 
--type(mqtt_properties() :: undefined | map()).
+-type(mqtt_properties() :: #{atom() => term()} | undefined).
 
--type(mqtt_subopt() :: {qos, mqtt_qos()}
-                     | {retain_handling, boolean()}
-                     | {keep_retain, boolean()}
-                     | {no_local, boolean()}).
+%% nl: no local, rap: retain as publish, rh: retain handling
+-record(mqtt_subopts, {rh = 0, rap = 0, nl = 0, qos = ?QOS_0}).
+
+-type(mqtt_subopts() :: #mqtt_subopts{}).
 
 -record(mqtt_packet_connect,
-        { client_id   = <<>>           :: mqtt_client_id(),
-          proto_ver   = ?MQTT_PROTO_V4 :: mqtt_vsn(),
-          proto_name  = <<"MQTT">>     :: binary(),
-          will_retain = false          :: boolean(),
-          will_qos    = ?QOS_1         :: mqtt_qos(),
-          will_flag   = false          :: boolean(),
-          clean_sess  = false          :: boolean(),
-          clean_start = true           :: boolean(),
-          keep_alive  = 60             :: non_neg_integer(),
-          will_props  = undefined      :: undefined | map(),
-          will_topic  = undefined      :: undefined | binary(),
-          will_msg    = undefined      :: undefined | binary(),
-          username    = undefined      :: undefined | binary(),
-          password    = undefined      :: undefined | binary(),
-          is_bridge   = false          :: boolean(),
-          properties  = undefined      :: mqtt_properties() %% MQTT Version 5.0
+        { proto_name   = <<"MQTT">>     :: binary(),
+          proto_ver    = ?MQTT_PROTO_V4 :: mqtt_version(),
+          is_bridge    = false          :: boolean(),
+          clean_start  = true           :: boolean(),
+          will_flag    = false          :: boolean(),
+          will_qos     = ?QOS_1         :: mqtt_qos(),
+          will_retain  = false          :: boolean(),
+          keepalive    = 0              :: non_neg_integer(),
+          properties   = undefined      :: mqtt_properties(),
+          client_id    = <<>>           :: mqtt_client_id(),
+          will_props   = undefined      :: undefined | map(),
+          will_topic   = undefined      :: undefined | binary(),
+          will_payload = undefined      :: undefined | binary(),
+          username     = undefined      :: undefined | binary(),
+          password     = undefined      :: undefined | binary()
         }).
 
 -record(mqtt_packet_connack,
-        { ack_flags = ?RESERVED :: 0 | 1,
-          reason_code           :: mqtt_connack(),
-          properties            :: map()
+        { ack_flags   :: 0 | 1,
+          reason_code :: mqtt_reason_code(),
+          properties  :: mqtt_properties()
         }).
 
 -record(mqtt_packet_publish,
-        { topic_name :: binary(),
+        { topic_name :: mqtt_topic(),
           packet_id  :: mqtt_packet_id(),
           properties :: mqtt_properties()
         }).
@@ -235,13 +276,7 @@
 -record(mqtt_packet_subscribe,
         { packet_id     :: mqtt_packet_id(),
           properties    :: mqtt_properties(),
-          topic_filters :: list({binary(), mqtt_subopt()})
-        }).
-
--record(mqtt_packet_unsubscribe,
-        { packet_id  :: mqtt_packet_id(),
-          properties :: mqtt_properties(),
-          topics     :: list(binary())
+          topic_filters :: [{mqtt_topic(), mqtt_subopts()}]
         }).
 
 -record(mqtt_packet_suback,
@@ -250,9 +285,15 @@
           reason_codes :: list(mqtt_reason_code())
         }).
 
+-record(mqtt_packet_unsubscribe,
+        { packet_id     :: mqtt_packet_id(),
+          properties    :: mqtt_properties(),
+          topic_filters :: [mqtt_topic()]
+        }).
+
 -record(mqtt_packet_unsuback,
-        { packet_id  :: mqtt_packet_id(),
-          properties :: mqtt_properties(),
+        { packet_id    :: mqtt_packet_id(),
+          properties   :: mqtt_properties(),
           reason_codes :: list(mqtt_reason_code())
         }).
 
@@ -311,6 +352,19 @@
                                                  reason_code = ReasonCode,
                                                  properties = Properties}}).
 
+-define(AUTH_PACKET(),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?AUTH},
+                 variable = #mqtt_packet_auth{reason_code = 0}}).
+
+-define(AUTH_PACKET(ReasonCode),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?AUTH},
+                 variable = #mqtt_packet_auth{reason_code = ReasonCode}}).
+
+-define(AUTH_PACKET(ReasonCode, Properties),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?AUTH},
+                 variable = #mqtt_packet_auth{reason_code = ReasonCode,
+                                              properties = Properties}}).
+
 -define(PUBLISH_PACKET(Qos, PacketId),
     #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBLISH,
                                                 qos = Qos},
@@ -323,31 +377,64 @@
                                                  packet_id  = PacketId},
                  payload  = Payload}).
 
+-define(PUBLISH_PACKET(Header, Topic, PacketId, Properties, Payload),
+    #mqtt_packet{header   = Header = #mqtt_packet_header{type = ?PUBLISH},
+                 variable = #mqtt_packet_publish{topic_name = Topic,
+                                                 packet_id  = PacketId,
+                                                 properties = Properties},
+                 payload  = Payload}).
+
 -define(PUBACK_PACKET(PacketId),
     #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBACK},
                  variable = #mqtt_packet_puback{packet_id = PacketId}}).
 
--define(PUBACK_PACKET(Type, PacketId),
-    #mqtt_packet{header   = #mqtt_packet_header{type = Type},
-                 variable = #mqtt_packet_puback{packet_id = PacketId}}).
+-define(PUBACK_PACKET(PacketId, ReasonCode, Properties),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBACK},
+                 variable = #mqtt_packet_puback{packet_id   = PacketId,
+                                                reason_code = ReasonCode,
+                                                properties  = Properties}}).
 
 -define(PUBREC_PACKET(PacketId),
     #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBREC},
                  variable = #mqtt_packet_puback{packet_id = PacketId}}).
 
+-define(PUBREC_PACKET(PacketId, ReasonCode, Properties),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBREC},
+                 variable = #mqtt_packet_puback{packet_id = PacketId,
+                                                reason_code = ReasonCode,
+                                                properties  = Properties}}).
+
 -define(PUBREL_PACKET(PacketId),
     #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBREL, qos = ?QOS_1},
                  variable = #mqtt_packet_puback{packet_id = PacketId}}).
 
+-define(PUBREL_PACKET(PacketId, ReasonCode, Properties),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBREL, qos = ?QOS_1},
+                 variable = #mqtt_packet_puback{packet_id = PacketId,
+                                                reason_code = ReasonCode,
+                                                properties  = Properties}}).
+
 -define(PUBCOMP_PACKET(PacketId),
     #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBCOMP},
                  variable = #mqtt_packet_puback{packet_id = PacketId}}).
 
+-define(PUBCOMP_PACKET(PacketId, ReasonCode, Properties),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?PUBCOMP},
+                 variable = #mqtt_packet_puback{packet_id   = PacketId,
+                                                reason_code = ReasonCode,
+                                                properties  = Properties}}).
+
 -define(SUBSCRIBE_PACKET(PacketId, TopicFilters),
     #mqtt_packet{header = #mqtt_packet_header{type = ?SUBSCRIBE, qos = ?QOS_1},
                  variable = #mqtt_packet_subscribe{packet_id     = PacketId,
                                                    topic_filters = TopicFilters}}).
 
+-define(SUBSCRIBE_PACKET(PacketId, Properties, TopicFilters),
+    #mqtt_packet{header = #mqtt_packet_header{type = ?SUBSCRIBE, qos = ?QOS_1},
+                 variable = #mqtt_packet_subscribe{packet_id     = PacketId,
+                                                   properties    = Properties,
+                                                   topic_filters = TopicFilters}}).
+
 -define(SUBACK_PACKET(PacketId, ReasonCodes),
     #mqtt_packet{header = #mqtt_packet_header{type = ?SUBACK},
                  variable = #mqtt_packet_suback{packet_id    = PacketId,
@@ -358,14 +445,39 @@
                  variable = #mqtt_packet_suback{packet_id    = PacketId,
                                                 properties   = Properties,
                                                 reason_codes = ReasonCodes}}).
--define(UNSUBSCRIBE_PACKET(PacketId, Topics),
+-define(UNSUBSCRIBE_PACKET(PacketId, TopicFilters),
     #mqtt_packet{header = #mqtt_packet_header{type = ?UNSUBSCRIBE, qos = ?QOS_1},
-                 variable = #mqtt_packet_unsubscribe{packet_id = PacketId,
-                                                     topics    = Topics}}).
+                 variable = #mqtt_packet_unsubscribe{packet_id     = PacketId,
+                                                     topic_filters = TopicFilters}}).
+
+-define(UNSUBSCRIBE_PACKET(PacketId, Properties, TopicFilters),
+    #mqtt_packet{header = #mqtt_packet_header{type = ?UNSUBSCRIBE, qos = ?QOS_1},
+                 variable = #mqtt_packet_unsubscribe{packet_id     = PacketId,
+                                                     properties    = Properties,
+                                                     topic_filters = TopicFilters}}).
+
 -define(UNSUBACK_PACKET(PacketId),
-    #mqtt_packet{header = #mqtt_packet_header{type = ?UNSUBACK},
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?UNSUBACK},
                  variable = #mqtt_packet_unsuback{packet_id = PacketId}}).
 
+-define(UNSUBACK_PACKET(PacketId, Properties, ReasonCodes),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?UNSUBACK},
+                 variable = #mqtt_packet_unsuback{packet_id    = PacketId,
+                                                  properties   = Properties,
+                                                  reason_codes = ReasonCodes}}).
+
+-define(DISCONNECT_PACKET(),
+    #mqtt_packet{header = #mqtt_packet_header{type = ?DISCONNECT}}).
+
+-define(DISCONNECT_PACKET(ReasonCode),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?DISCONNECT},
+                 variable = #mqtt_packet_disconnect{reason_code = ReasonCode}}).
+
+-define(DISCONNECT_PACKET(ReasonCode, Properties),
+    #mqtt_packet{header   = #mqtt_packet_header{type = ?DISCONNECT},
+                 variable = #mqtt_packet_disconnect{reason_code = ReasonCode,
+                                                    properties  = Properties}}).
+
 -define(PACKET(Type),
     #mqtt_packet{header = #mqtt_packet_header{type = Type}}).
 
@@ -406,6 +518,11 @@
 
 -type(mqtt_message() :: #mqtt_message{}).
 
+-define(WILL_MSG(Qos, Retain, Topic, Props, Payload),
+        #mqtt_message{qos = WillQos, retain = WillRetain,
+                      topic = WillTopic, properties = Props,
+                      payload = WillPayload}).
+
 %%--------------------------------------------------------------------
 %% MQTT Delivery
 %%--------------------------------------------------------------------
diff --git a/src/emqx_broker.erl b/src/emqx_broker.erl
index e40f181cb..57db2defe 100644
--- a/src/emqx_broker.erl
+++ b/src/emqx_broker.erl
@@ -56,7 +56,7 @@
 -spec(start_link(atom(), pos_integer())
       -> {ok, pid()} | ignore | {error, term()}).
 start_link(Pool, Id) ->
-    gen_server:start_link(emqx_misc:proc_name(?MODULE, Id),
+    gen_server:start_link({local, emqx_misc:proc_name(?MODULE, Id)},
                           ?MODULE, [Pool, Id], [{hibernate_after, 2000}]).
 
 %%--------------------------------------------------------------------
diff --git a/src/emqx_client.erl b/src/emqx_client.erl
index fbfb92997..ef640fe43 100644
--- a/src/emqx_client.erl
+++ b/src/emqx_client.erl
@@ -19,19 +19,23 @@
 -behaviour(gen_statem).
 
 -include("emqx_mqtt.hrl").
--include("emqx_client.hrl").
 
 -export([start_link/0, start_link/1]).
 
--export([subscribe/2, subscribe/3, unsubscribe/2]).
+-export([subscribe/2, subscribe/3, subscribe/4]).
 -export([publish/2, publish/3, publish/4, publish/5]).
+-export([unsubscribe/2, unsubscribe/3]).
 -export([ping/1]).
--export([disconnect/1, disconnect/2]).
--export([puback/2, pubrec/2, pubrel/2, pubcomp/2]).
+-export([disconnect/1, disconnect/2, disconnect/3]).
+-export([puback/2, puback/3, puback/4]).
+-export([pubrec/2, pubrec/3, pubrec/4]).
+-export([pubrel/2, pubrel/3, pubrel/4]).
+-export([pubcomp/2, pubcomp/3, pubcomp/4]).
 -export([subscriptions/1]).
+-export([info/1]).
 
 -export([initialized/3, waiting_for_connack/3, connected/3]).
--export([init/1, callback_mode/0, terminate/3, code_change/4]).
+-export([init/1, callback_mode/0, handle_event/4, terminate/3, code_change/4]).
 
 -type(host() :: inet:ip_address() | inet:hostname()).
 
@@ -43,6 +47,8 @@
                 | {tcp_opts, [gen_tcp:option()]}
                 | {ssl, boolean()}
                 | {ssl_opts, [ssl:ssl_option()]}
+                | {connect_timeout, pos_integer()}
+                | {bridge_mode, boolean()}
                 | {client_id, iodata()}
                 | {clean_start, boolean()}
                 | {username, iodata()}
@@ -55,12 +61,13 @@
                 | {will_payload, iodata()}
                 | {will_retain, boolean()}
                 | {will_qos, mqtt_qos() | mqtt_qos_name()}
-                | {connect_timeout, pos_integer()}
+                | {will_props, mqtt_properties()}
+                | {auto_ack, boolean()}
                 | {ack_timeout, pos_integer()}
                 | {force_ping, boolean()}
-                | {debug_mode, boolean()}).
+                | {properties, mqtt_properties()}).
 
--export_type([option/0]).
+-export_type([host/0, option/0]).
 
 -record(state, {name            :: atom(),
                 owner           :: pid(),
@@ -69,46 +76,69 @@
                 hosts           :: [{host(), inet:port_number()}],
                 socket          :: inet:socket(),
                 sock_opts       :: [emqx_client_sock:option()],
-                receiver        :: pid(),
+                connect_timeout :: pos_integer(),
+                bridge_mode     :: boolean(),
                 client_id       :: binary(),
                 clean_start     :: boolean(),
+                session_present :: boolean(),
                 username        :: binary() | undefined,
                 password        :: binary() | undefined,
-                proto_ver       :: mqtt_vsn(),
+                proto_ver       :: mqtt_version(),
                 proto_name      :: iodata(),
                 keepalive       :: non_neg_integer(),
                 keepalive_timer :: reference() | undefined,
+                expiry_interval :: pos_integer(),
                 force_ping      :: boolean(),
                 will_flag       :: boolean(),
                 will_msg        :: mqtt_message(),
+                properties      :: mqtt_properties(),
                 pending_calls   :: list(),
-                subscribers     :: list(),
                 subscriptions   :: map(),
                 max_inflight    :: infinity | pos_integer(),
                 inflight        :: emqx_inflight:inflight(),
                 awaiting_rel    :: map(),
-                properties      :: list(),
                 auto_ack        :: boolean(),
                 ack_timeout     :: pos_integer(),
                 ack_timer       :: reference(),
                 retry_interval  :: pos_integer(),
                 retry_timer     :: reference(),
-                connect_timeout :: pos_integer(),
                 last_packet_id  :: mqtt_packet_id(),
-                debug_mode      :: boolean()}).
+                parse_state     :: emqx_parser:state()}).
 
 -record(call, {id, from, req, ts}).
 
 -type(client() :: pid() | atom()).
 
--type(msgid() :: mqtt_packet_id()).
+-type(topic() :: mqtt_topic()).
 
--type(pubopt() :: {retain, boolean()}
-                | {qos, mqtt_qos()}).
+-type(payload() :: iodata()).
 
--type(subopt() :: mqtt_subopt()).
+-type(packet_id() :: mqtt_packet_id()).
 
--export_type([client/0, host/0, msgid/0, pubopt/0, subopt/0]).
+-type(properties() :: mqtt_properties()).
+
+-type(qos() :: mqtt_qos_name() | mqtt_qos()).
+
+-type(pubopt() :: {retain, boolean()} | {qos, qos()}).
+
+-type(subopt() :: {rh, 0 | 1 | 2}
+                | {rap, boolean()}
+                | {nl,  boolean()}
+                | {qos, qos()}).
+
+-type(reason_code() :: mqtt_reason_code()).
+
+-type(subscribe_ret() :: {ok, properties(), [reason_code()]} | {error, term()}).
+
+-export_type([client/0, topic/0, qos/0, properties/0, payload/0,
+              packet_id/0, pubopt/0, subopt/0, reason_code/0]).
+
+%% Default timeout
+-define(DEFAULT_KEEPALIVE,       60000).
+-define(DEFAULT_ACK_TIMEOUT,     30000).
+-define(DEFAULT_CONNECT_TIMEOUT, 60000).
+
+-define(PROPERTY(Name, Val), #state{properties = #{Name := Val}}).
 
 %%--------------------------------------------------------------------
 %% API
@@ -121,6 +151,8 @@ start_link() -> start_link([]).
 start_link(Options) when is_map(Options) ->
     start_link(maps:to_list(Options));
 start_link(Options) when is_list(Options) ->
+    ok  = emqx_mqtt_properties:validate(
+            proplists:get_value(properties, Options, #{})),
     case start_client(with_owner(Options)) of
         {ok, Client} ->
             connect(Client);
@@ -142,110 +174,183 @@ with_owner(Options) ->
     end.
 
 %% @private
-%% @doc should be called with start_link
--spec(connect(client()) -> {ok, client()} | {error, term()}).
+-spec(connect(client()) -> {ok, client(), properties()} | {error, term()}).
 connect(Client) ->
     gen_statem:call(Client, connect, infinity).
 
-%% @doc Publish QoS0 message to broker.
--spec(publish(client(), iolist(), iodata()) -> ok | {error, term()}).
-publish(Client, Topic, Payload) ->
-    publish(Client, #mqtt_message{topic   = iolist_to_binary(Topic),
+-spec(subscribe(client(), topic() | {topic(), qos() | [subopt()]})
+      -> subscribe_ret()).
+subscribe(Client, Topic) when is_binary(Topic) ->
+    subscribe(Client, {Topic, ?QOS_0});
+subscribe(Client, {Topic, QoS}) when is_binary(Topic), is_atom(QoS) ->
+    subscribe(Client, {Topic, ?QOS_I(QoS)});
+subscribe(Client, {Topic, QoS}) when is_binary(Topic), ?IS_QOS(QoS) ->
+    subscribe(Client, [{Topic, ?QOS_I(QoS)}]);
+subscribe(Client, Topics) when is_list(Topics) ->
+    subscribe(Client, #{}, lists:map(
+                             fun({Topic, QoS}) when is_binary(Topic), is_atom(QoS) ->
+                                 {Topic, [{qos, ?QOS_I(QoS)}]};
+                                ({Topic, QoS}) when is_binary(Topic), ?IS_QOS(QoS) ->
+                                 {Topic, [{qos, ?QOS_I(QoS)}]};
+                                ({Topic, Opts}) when is_binary(Topic), is_list(Opts) ->
+                                 {Topic, Opts}
+                             end, Topics)).
+
+-spec(subscribe(client(), topic(), qos() | [subopt()]) ->
+                subscribe_ret();
+               (client(), properties(), [{topic(), qos() | [subopt()]}]) ->
+                subscribe_ret()).
+subscribe(Client, Topic, QoS) when is_binary(Topic), is_atom(QoS) ->
+    subscribe(Client, Topic, ?QOS_I(QoS));
+subscribe(Client, Topic, QoS) when is_binary(Topic), ?IS_QOS(QoS) ->
+    subscribe(Client, Topic, [{qos, QoS}]);
+subscribe(Client, Topic, Opts) when is_binary(Topic), is_list(Opts) ->
+    subscribe(Client, #{}, [{Topic, Opts}]);
+subscribe(Client, Properties, Topics) when is_map(Properties), is_list(Topics) ->
+    Topics1 = [{Topic, parse_subopt(Opts)} || {Topic, Opts} <- Topics],
+    gen_statem:call(Client, {subscribe, Properties, Topics1}).
+
+-spec(subscribe(client(), properties(), topic(), qos() | [subopt()])
+      -> subscribe_ret()).
+subscribe(Client, Properties, Topic, QoS)
+    when is_map(Properties), is_binary(Topic), is_atom(QoS) ->
+    subscribe(Client, Properties, Topic, ?QOS_I(QoS));
+subscribe(Client, Properties, Topic, QoS)
+    when is_map(Properties), is_binary(Topic), ?IS_QOS(QoS) ->
+    subscribe(Client, Properties, Topic, [{qos, QoS}]);
+subscribe(Client, Properties, Topic, Opts)
+    when is_map(Properties), is_binary(Topic), is_list(Opts) ->
+    subscribe(Client, Properties, [{Topic, Opts}]).
+
+parse_subopt(Opts) ->
+    parse_subopt(Opts, #mqtt_subopts{}).
+
+parse_subopt([], Rec) ->
+    Rec;
+parse_subopt([{rh, I} | Opts], Rec) when I >= 0, I =< 2 ->
+    parse_subopt(Opts, Rec#mqtt_subopts{rh = I});
+parse_subopt([{rap, true} | Opts], Rec) ->
+    parse_subopt(Opts, Rec#mqtt_subopts{rap =1});
+parse_subopt([{rap, false} | Opts], Rec) ->
+    parse_subopt(Opts, Rec#mqtt_subopts{rap = 0});
+parse_subopt([{nl, true} | Opts], Rec) ->
+    parse_subopt(Opts, Rec#mqtt_subopts{nl = 1});
+parse_subopt([{nl, false} | Opts], Rec) ->
+    parse_subopt(Opts, Rec#mqtt_subopts{nl = 0});
+parse_subopt([{qos, QoS} | Opts], Rec) ->
+    parse_subopt(Opts, Rec#mqtt_subopts{qos = ?QOS_I(QoS)}).
+
+-spec(publish(client(), topic(), payload()) -> ok | {error, term()}).
+publish(Client, Topic, Payload) when is_binary(Topic) ->
+    publish(Client, #mqtt_message{topic = Topic, qos = ?QOS_0,
                                   payload = iolist_to_binary(Payload)}).
 
-%% @doc Publish message to broker with qos, retain options.
--spec(publish(client(), iolist(), iodata(),
-              mqtt_qos() | mqtt_qos_name() | [pubopt()])
-      -> ok | {ok, msgid()} | {error, term()}).
-publish(Client, Topic, Payload, QoS) when is_atom(QoS) ->
-    publish(Client, Topic, Payload, ?QOS_I(QoS));
-publish(Client, Topic, Payload, QoS) when ?IS_QOS(QoS) ->
+-spec(publish(client(), topic(), payload(), qos() | [pubopt()])
+      -> ok | {ok, packet_id()} | {error, term()}).
+publish(Client, Topic, Payload, QoS) when is_binary(Topic), is_atom(QoS) ->
+    publish(Client, Topic, Payload, [{qos, ?QOS_I(QoS)}]);
+publish(Client, Topic, Payload, QoS) when is_binary(Topic), ?IS_QOS(QoS) ->
     publish(Client, Topic, Payload, [{qos, QoS}]);
-publish(Client, Topic, Payload, Options) when is_list(Options) ->
-    publish(Client, Topic, [], Payload, Options).
-publish(Client, Topic, Properties, Payload, Options) ->
+publish(Client, Topic, Payload, Opts) when is_binary(Topic), is_list(Opts) ->
+    publish(Client, Topic, #{}, Payload, Opts).
+
+%% MQTT Version 5.0
+-spec(publish(client(), topic(), properties(), payload(), [pubopt()])
+      -> ok | {ok, packet_id()} | {error, term()}).
+publish(Client, Topic, Properties, Payload, Opts)
+    when is_binary(Topic), is_map(Properties), is_list(Opts) ->
     ok = emqx_mqtt_properties:validate(Properties),
-    publish(Client, #mqtt_message{qos        = pubopt(qos, Options),
-                                  retain     = pubopt(retain, Options),
-                                  topic      = iolist_to_binary(Topic),
+    Retain = proplists:get_bool(retain, Opts),
+    QoS = ?QOS_I(proplists:get_value(qos, Opts, ?QOS_0)),
+    publish(Client, #mqtt_message{topic      = Topic,
+                                  qos        = QoS,
+                                  retain     = Retain,
                                   properties = Properties,
                                   payload    = iolist_to_binary(Payload)}).
 
-%% @doc Publish MQTT Message.
 -spec(publish(client(), mqtt_message())
-      -> ok | {ok, msgid()} | {error, term()}).
+      -> ok | {ok, packet_id()} | {error, term()}).
 publish(Client, Msg) when is_record(Msg, mqtt_message) ->
     gen_statem:call(Client, {publish, Msg}).
 
-pubopt(qos, Opts) ->
-    proplists:get_value(qos, Opts, ?QOS0);
-pubopt(retain, Opts) ->
-    lists:member(retain, Opts) orelse proplists:get_bool(retain, Opts).
-
--spec(subscribe(client(), binary()
-                        | {binary(), mqtt_qos_name() | mqtt_qos()})
-      -> {ok, mqtt_qos()} | {error, term()}).
-subscribe(Client, Topic) when is_binary(Topic) ->
-    subscribe(Client, Topic, ?QOS_0);
-subscribe(Client, {Topic, QoS}) when ?IS_QOS(QoS); is_atom(QoS) ->
-    subscribe(Client, Topic, ?QOS_I(QoS));
-subscribe(Client, Topics) when is_list(Topics) ->
-    case io_lib:printable_unicode_list(Topics) of
-        true  -> subscribe(Client, [{Topics, ?QOS_0}]);
-        false -> Topics1 = [{iolist_to_binary(Topic), [{qos, ?QOS_I(QoS)}]}
-                            || {Topic, QoS} <- Topics],
-                 gen_statem:call(Client, {subscribe, Topics1})
-    end.
-
--spec(subscribe(client(), string() | binary(),
-                mqtt_qos_name() | mqtt_qos() | [subopt()])
-      -> {ok, mqtt_qos()} | {error, term()}).
-subscribe(Client, Topic, QoS) when is_atom(QoS) ->
-    subscribe(Client, Topic, ?QOS_I(QoS));
-subscribe(Client, Topic, QoS) when ?IS_QOS(QoS) ->
-    subscribe(Client, Topic, [{qos, QoS}]);
-subscribe(Client, Topic, Options) ->
-    gen_statem:call(Client, {subscribe, iolist_to_binary(Topic), Options}).
-
--spec(unsubscribe(client(), iolist()) -> ok | {error, term()}).
+-spec(unsubscribe(client(), topic() | [topic()]) -> subscribe_ret()).
 unsubscribe(Client, Topic) when is_binary(Topic) ->
     unsubscribe(Client, [Topic]);
 unsubscribe(Client, Topics) when is_list(Topics) ->
-    case io_lib:printable_unicode_list(Topics) of
-        true  -> unsubscribe(Client, [Topics]);
-        false ->
-            Topics1 = [iolist_to_binary(Topic) || Topic <- Topics],
-            gen_statem:call(Client, {unsubscribe, Topics1})
-    end.
+    unsubscribe(Client, #{}, Topics).
+
+%% MQTT Version 5.0
+-spec(unsubscribe(client(), properties(), topic() | [topic()]) -> subscribe_ret()).
+unsubscribe(Client, Properties, Topic) when is_map(Properties), is_binary(Topic) ->
+    unsubscribe(Client, Properties, [Topic]);
+unsubscribe(Client, Properties, Topics) when is_map(Properties), is_list(Topics) ->
+    gen_statem:call(Client, {unsubscribe, Properties, Topics}).
 
 -spec(ping(client()) -> pong).
 ping(Client) ->
     gen_statem:call(Client, ping).
 
 -spec(disconnect(client()) -> ok).
-disconnect(C) ->
-    disconnect(C, []).
+disconnect(Client) ->
+    disconnect(Client, ?RC_SUCCESS).
 
-disconnect(Client, Props) ->
-    gen_statem:call(Client, {disconnect, Props}).
+-spec(disconnect(client(), reason_code()) -> ok).
+disconnect(Client, ReasonCode) ->
+    disconnect(Client, ReasonCode, #{}).
+
+-spec(disconnect(client(), reason_code(), properties()) -> ok).
+disconnect(Client, ReasonCode, Properties) ->
+    gen_statem:call(Client, {disconnect, ReasonCode, Properties}).
 
 %%--------------------------------------------------------------------
-%% APIs for broker test cases.
+%% For test cases.
 %%--------------------------------------------------------------------
 
 puback(Client, PacketId) when is_integer(PacketId) ->
-    gen_statem:cast(Client, {puback, PacketId}).
+    puback(Client, PacketId, ?RC_SUCCESS).
+puback(Client, PacketId, ReasonCode) when is_integer(PacketId),
+                                          is_integer(ReasonCode) ->
+    puback(Client, PacketId, ReasonCode, #{}).
+puback(Client, PacketId, ReasonCode, Properties) when is_integer(PacketId),
+                                                 is_integer(ReasonCode),
+                                                 is_map(Properties) ->
+    gen_statem:cast(Client, {puback, PacketId, ReasonCode, Properties}).
 
 pubrec(Client, PacketId) when is_integer(PacketId) ->
-    gen_statem:cast(Client, {pubrec, PacketId}).
+    pubrec(Client, PacketId, ?RC_SUCCESS).
+pubrec(Client, PacketId, ReasonCode) when is_integer(PacketId),
+                                          is_integer(ReasonCode) ->
+    pubrec(Client, PacketId, ReasonCode, #{}).
+pubrec(Client, PacketId, ReasonCode, Properties) when is_integer(PacketId),
+                                                 is_integer(ReasonCode),
+                                                 is_map(Properties) ->
+    gen_statem:cast(Client, {pubrec, PacketId, ReasonCode, Properties}).
 
 pubrel(Client, PacketId) when is_integer(PacketId) ->
-    gen_statem:cast(Client, {pubrel, PacketId}).
+    pubrel(Client, PacketId, ?RC_SUCCESS).
+pubrel(Client, PacketId, ReasonCode) when is_integer(PacketId),
+                                          is_integer(ReasonCode) ->
+    pubrel(Client, PacketId, ReasonCode, #{}).
+pubrel(Client, PacketId, ReasonCode, Properties) when is_integer(PacketId),
+                                                 is_integer(ReasonCode),
+                                                 is_map(Properties) ->
+    gen_statem:cast(Client, {pubrel, PacketId, ReasonCode, Properties}).
 
 pubcomp(Client, PacketId) when is_integer(PacketId) ->
-    gen_statem:cast(Client, {pubcomp, PacketId}).
+    pubcomp(Client, PacketId, ?RC_SUCCESS).
+pubcomp(Client, PacketId, ReasonCode) when is_integer(PacketId),
+                                          is_integer(ReasonCode) ->
+    pubcomp(Client, PacketId, ReasonCode, #{}).
+pubcomp(Client, PacketId, ReasonCode, Properties) when is_integer(PacketId),
+                                                 is_integer(ReasonCode),
+                                                 is_map(Properties) ->
+    gen_statem:cast(Client, {pubcomp, PacketId, ReasonCode, Properties}).
 
-subscriptions(C) -> gen_statem:call(C, subscriptions).
+subscriptions(Client) ->
+    gen_statem:call(Client, subscriptions).
+
+info(Client) ->
+    gen_statem:call(Client, info).
 
 %%--------------------------------------------------------------------
 %% gen_statem callbacks
@@ -255,7 +360,7 @@ init([Options]) ->
     process_flag(trap_exit, true),
     ClientId = case {proplists:get_value(proto_ver, Options, v4),
                      proplists:get_value(client_id, Options)} of
-                   {v5, undefined}   -> undefined;
+                   {v5, undefined}   -> <<>>;
                    {_ver, undefined} -> random_client_id();
                    {_ver, Id}        -> iolist_to_binary(Id)
                end,
@@ -263,28 +368,27 @@ init([Options]) ->
                                  port            = 1883,
                                  hosts           = [],
                                  sock_opts       = [],
+                                 bridge_mode     = false,
                                  client_id       = ClientId,
                                  clean_start     = true,
                                  proto_ver       = ?MQTT_PROTO_V4,
                                  proto_name      = <<"MQTT">>,
                                  keepalive       = ?DEFAULT_KEEPALIVE,
+                                 force_ping      = false,
                                  will_flag       = false,
                                  will_msg        = #mqtt_message{},
-                                 ack_timeout     = ?DEFAULT_ACK_TIMEOUT,
-                                 connect_timeout = ?DEFAULT_CONNECT_TIMEOUT,
-                                 force_ping      = false,
                                  pending_calls   = [],
-                                 subscribers     = [],
                                  subscriptions   = #{},
                                  max_inflight    = infinity,
                                  inflight        = emqx_inflight:new(0),
                                  awaiting_rel    = #{},
+                                 properties      = #{},
                                  auto_ack        = true,
+                                 ack_timeout     = ?DEFAULT_ACK_TIMEOUT,
                                  retry_interval  = 0,
-                                 last_packet_id  = 1,
-                                 debug_mode      = false}),
-    %% Connect and Send ConnAck
-    {ok, initialized, State}.
+                                 connect_timeout = ?DEFAULT_CONNECT_TIMEOUT,
+                                 last_packet_id  = 1}),
+    {ok, initialized, init_parse_state(State)}.
 
 random_client_id() ->
     rand:seed(exsplus, erlang:timestamp()),
@@ -344,12 +448,14 @@ init([{proto_ver, v5} | Opts], State) ->
 init([{will_topic, Topic} | Opts], State = #state{will_msg = WillMsg}) ->
     WillMsg1 = init_will_msg({topic, Topic}, WillMsg),
     init(Opts, State#state{will_flag = true, will_msg = WillMsg1});
+init([{will_props, Properties} | Opts], State = #state{will_msg = WillMsg}) ->
+    init(Opts, State#state{will_msg = init_will_msg({props, Properties}, WillMsg)});
 init([{will_payload, Payload} | Opts], State = #state{will_msg = WillMsg}) ->
-    init(Opts, State#state{will_msg  = init_will_msg({payload, Payload}, WillMsg)});
+    init(Opts, State#state{will_msg = init_will_msg({payload, Payload}, WillMsg)});
 init([{will_retain, Retain} | Opts], State = #state{will_msg = WillMsg}) ->
-    init(Opts, State#state{will_msg  = init_will_msg({retain, Retain}, WillMsg)});
+    init(Opts, State#state{will_msg = init_will_msg({retain, Retain}, WillMsg)});
 init([{will_qos, QoS} | Opts], State = #state{will_msg = WillMsg}) ->
-    init(Opts, State#state{will_msg  = init_will_msg({qos, QoS}, WillMsg)});
+    init(Opts, State#state{will_msg = init_will_msg({qos, QoS}, WillMsg)});
 init([{connect_timeout, Timeout}| Opts], State) ->
     init(Opts, State#state{connect_timeout = timer:seconds(Timeout)});
 init([{ack_timeout, Timeout}| Opts], State) ->
@@ -358,25 +464,29 @@ init([force_ping | Opts], State) ->
     init(Opts, State#state{force_ping = true});
 init([{force_ping, ForcePing} | Opts], State) when is_boolean(ForcePing) ->
     init(Opts, State#state{force_ping = ForcePing});
+init([{properties, Properties} | Opts], State = #state{properties = InitProps}) ->
+    init(Opts, State#state{properties = maps:merge(InitProps, Properties)});
 init([{max_inflight, infinity} | Opts], State) ->
     init(Opts, State#state{max_inflight = infinity,
-                           inflight = emqx_inflight:new(0)});
+                           inflight     = emqx_inflight:new(0)});
 init([{max_inflight, I} | Opts], State) when is_integer(I) ->
     init(Opts, State#state{max_inflight = I,
-                           inflight = emqx_inflight:new(I)});
+                           inflight     = emqx_inflight:new(I)});
 init([auto_ack | Opts], State) ->
     init(Opts, State#state{auto_ack = true});
 init([{auto_ack, AutoAck} | Opts], State) when is_boolean(AutoAck) ->
     init(Opts, State#state{auto_ack = AutoAck});
 init([{retry_interval, I} | Opts], State) ->
     init(Opts, State#state{retry_interval = timer:seconds(I)});
-init([{debug_mode, Mode} | Opts], State) when is_boolean(Mode) ->
-    init(Opts, State#state{debug_mode = Mode});
+init([{bridge_mode, Mode} | Opts], State) when is_boolean(Mode) ->
+    init(Opts, State#state{bridge_mode = Mode});
 init([_Opt | Opts], State) ->
     init(Opts, State).
 
 init_will_msg({topic, Topic}, WillMsg) ->
     WillMsg#mqtt_message{topic = iolist_to_binary(Topic)};
+init_will_msg({props, Properties}, WillMsg) ->
+    WillMsg#mqtt_message{properties = Properties};
 init_will_msg({payload, Payload}, WillMsg) ->
     WillMsg#mqtt_message{payload = iolist_to_binary(Payload)};
 init_will_msg({retain, Retain}, WillMsg) when is_boolean(Retain) ->
@@ -384,104 +494,123 @@ init_will_msg({retain, Retain}, WillMsg) when is_boolean(Retain) ->
 init_will_msg({qos, QoS}, WillMsg) ->
     WillMsg#mqtt_message{qos = ?QOS_I(QoS)}.
 
+init_parse_state(State = #state{proto_ver = Ver, properties = Properties}) ->
+    Size = maps:get('Maximum-Packet-Size', Properties, ?MAX_PACKET_SIZE),
+    State#state{parse_state = emqx_parser:initial_state([{max_len, Size},
+                                                         {version, Ver}])}.
+
 callback_mode() -> state_functions.
 
-initialized({call, From}, connect, State = #state{connect_timeout = Timeout}) ->
-    case sock_connect(State) of
-        {ok, State1} ->
-            case mqtt_connect(State1) of
-                {ok, State2} ->
+initialized({call, From}, connect, State = #state{sock_opts       = SockOpts,
+                                                  connect_timeout = Timeout}) ->
+    case sock_connect(hosts(State), SockOpts, Timeout) of
+        {ok, Sock} ->
+            case mqtt_connect(run_sock(State#state{socket = Sock})) of
+                {ok, NewState} ->
                     {next_state, waiting_for_connack,
-                     add_call(new_call(connect, From), State2), [Timeout]};
-                Err = {error, Reason} ->
-                    {stop_and_reply, Reason, [{reply, From, Err}]}
+                     add_call(new_call(connect, From), NewState), [Timeout]};
+                Error = {error, Reason} ->
+                    {stop_and_reply, Reason, [{reply, From, Error}]}
             end;
-        Err = {error, Reason} ->
-            {stop_and_reply, Reason, [{reply, From, Err}]}
+        Error = {error, Reason} ->
+            {stop_and_reply, Reason, [{reply, From, Error}]}
     end;
 
-initialized(EventType, EventContent, StateData) ->
-    handle_event(EventType, EventContent, StateData).
+initialized(EventType, EventContent, State) ->
+    handle_event(EventType, EventContent, initialized, State).
 
-sock_connect(State) ->
-    sock_connect(get_hosts(State), {error, no_hosts}, State).
-
-get_hosts(#state{hosts = [], host = Host, port = Port}) ->
-    [{Host, Port}];
-get_hosts(#state{hosts = Hosts}) -> Hosts.
-
-sock_connect([], Err, _State) ->
-    Err;
-sock_connect([{Host, Port} | Hosts], _Err, State = #state{sock_opts = SockOpts}) ->
-    case emqx_client_sock:connect(self(), Host, Port, SockOpts) of
-        {ok, Socket, Receiver} ->
-            {ok, State#state{socket = Socket, receiver = Receiver}};
-        Err = {error, _Reason} ->
-            sock_connect(Hosts, Err, State)
-    end.
-
-mqtt_connect(State = #state{client_id   = ClientId,
-                            clean_start = CleanStart,
-                            username    = Username,
-                            password    = Password,
-                            proto_ver   = ProtoVer,
-                            proto_name  = ProtoName,
-                            keepalive   = KeepAlive,
-                            will_flag   = WillFlag,
-                            will_msg    = WillMsg}) ->
-    #mqtt_message{qos     = WillQos,
-                  retain  = WillRetain,
-                  topic   = WillTopic,
-                  payload = WillPayload} = WillMsg,
+mqtt_connect(State = #state{client_id       = ClientId,
+                            clean_start     = CleanStart,
+                            bridge_mode     = IsBridge,
+                            username        = Username,
+                            password        = Password,
+                            proto_ver       = ProtoVer,
+                            proto_name      = ProtoName,
+                            keepalive       = KeepAlive,
+                            will_flag       = WillFlag,
+                            will_msg        = WillMsg,
+                            properties      = Properties}) ->
+    ?WILL_MSG(WillQos, WillRetain, WillTopic, WillProps, WillPayload) = WillMsg,
+    ConnProps = emqx_mqtt_properties:filter(?CONNECT, maps:to_list(Properties)),
     send(?CONNECT_PACKET(
-            #mqtt_packet_connect{client_id   = ClientId,
-                                 clean_start = CleanStart,
-                                 proto_ver   = ProtoVer,
-                                 proto_name  = ProtoName,
-                                 will_flag   = WillFlag,
-                                 will_retain = WillRetain,
-                                 will_qos    = WillQos,
-                                 keep_alive  = KeepAlive,
-                                 will_topic  = WillTopic,
-                                 will_msg    = WillPayload,
-                                 username    = Username,
-                                 password    = Password}), State).
+            #mqtt_packet_connect{proto_ver    = ProtoVer,
+                                 proto_name   = ProtoName,
+                                 is_bridge    = IsBridge,
+                                 clean_start  = CleanStart,
+                                 will_flag    = WillFlag,
+                                 will_qos     = WillQos,
+                                 will_retain  = WillRetain,
+                                 keepalive    = KeepAlive,
+                                 properties   = ConnProps,
+                                 client_id    = ClientId,
+                                 will_props   = WillProps,
+                                 will_topic   = WillTopic,
+                                 will_payload = WillPayload,
+                                 username     = Username,
+                                 password     = Password}), State).
 
-waiting_for_connack(cast, ?CONNACK_PACKET(?CONNACK_ACCEPT,
-                                          _SessPresent,
-                                          _Properties), State) ->
+waiting_for_connack(cast, ?CONNACK_PACKET(?RC_SUCCESS,
+                                          SessPresent,
+                                          Properties),
+                    State = #state{properties = AllProps}) ->
     case take_call(connect, State) of
         {value, #call{from = From}, State1} ->
-            {next_state, connected,
-             ensure_keepalive_timer(ensure_ack_timer(State1)),
-             [{reply, From, {ok, self()}}]};
+            AllProps1 = case Properties of
+                            undefined -> AllProps;
+                            _ -> maps:merge(AllProps, Properties)
+                        end,
+            Reply = {ok, self(), Properties},
+            State2 = State1#state{properties = AllProps1,
+                                  session_present = SessPresent},
+            {next_state, connected, ensure_keepalive_timer(State2),
+             [{reply, From, Reply}]};
         false ->
-            io:format("Cannot find call: ~p~n", [State#state.pending_calls]),
-            {stop, {error, unexpected_connack}}
+            {stop, bad_connack}
     end;
 
 waiting_for_connack(cast, ?CONNACK_PACKET(ReasonCode,
                                           _SessPresent,
-                                          _Properties), State) ->
-    reply_connack_error(emqx_packet:connack_error(ReasonCode), State);
+                                          Properties), State) ->
+    Reason = emqx_reason_codes:name(ReasonCode),
+    case take_call(connect, State) of
+        {value, #call{from = From}, _State} ->
+            Reply = {error, {Reason, Properties}},
+            {stop_and_reply, Reason, [{reply, From, Reply}]};
+        false -> {stop, connack_error}
+    end;
 
 waiting_for_connack(timeout, _Timeout, State) ->
-    reply_connack_error(connack_timeout, State);
-
-waiting_for_connack(EventType, EventContent, StateData) ->
-    handle_event(EventType, EventContent, StateData).
-
-reply_connack_error(Reason, State) ->
-    Error = {error, Reason},
     case take_call(connect, State) of
-        {value, #call{from = From}, State1} ->
-            {stop_and_reply, Error, [{reply, From, Error}], State1};
-        false -> {stop, Error}
-    end.
+        {value, #call{from = From}, _State} ->
+            Reply = {error, connack_timeout},
+            {stop_and_reply, connack_timeout, [{reply, From, Reply}]};
+        false -> {stop, connack_timeout}
+    end;
+
+waiting_for_connack(EventType, EventContent, State) ->
+    handle_event(EventType, EventContent, waiting_for_connack, State).
 
 connected({call, From}, subscriptions, State = #state{subscriptions = Subscriptions}) ->
     {keep_state, State, [{reply, From, maps:to_list(Subscriptions)}]};
 
+connected({call, From}, info, State) ->
+    Info = lists:zip(record_info(fields, state), tl(tuple_to_list(State))),
+    {keep_state, State, [{reply, From, Info}]};
+
+connected({call, From}, SubReq = {subscribe, Properties, Topics},
+          State = #state{last_packet_id = PacketId, subscriptions = Subscriptions}) ->
+    case send(?SUBSCRIBE_PACKET(PacketId, Properties, Topics), State) of
+        {ok, NewState} ->
+            Call = new_call({subscribe, PacketId}, From, SubReq),
+            Subscriptions1 =
+                lists:foldl(fun({Topic, Opts}, Acc) ->
+                                maps:put(Topic, Opts, Acc)
+                            end, Subscriptions, Topics),
+            {keep_state, ensure_ack_timer(add_call(Call,NewState#state{subscriptions = Subscriptions1}))};
+        Error = {error, Reason} ->
+            {stop_and_reply, Reason, [{reply, From, Error}]}
+    end;
+
 connected({call, From}, {publish, Msg = #mqtt_message{qos = ?QOS_0}}, State) ->
     case send(Msg, State) of
         {ok, NewState} ->
@@ -508,36 +637,9 @@ connected({call, From}, {publish, Msg = #mqtt_message{qos = Qos}},
             end
     end;
 
-connected({call, From}, SubReq = {subscribe, Topic, SubOpts},
-          State= #state{last_packet_id = PacketId, subscriptions = Subscriptions}) ->
-    %%TODO: handle qos...
-    QoS = proplists:get_value(qos, SubOpts, ?QOS_0),
-    case send(?SUBSCRIBE_PACKET(PacketId, [{Topic, QoS}]), State) of
-        {ok, NewState} ->
-            Call = new_call({subscribe, PacketId}, From, SubReq),
-            Subscriptions1 = maps:put(Topic, SubOpts, Subscriptions),
-            {keep_state, ensure_ack_timer(add_call(Call, NewState#state{subscriptions = Subscriptions1}))};
-        Error = {error, Reason} ->
-            {stop_and_reply, Reason, [{reply, From, Error}]}
-    end;
-
-connected({call, From}, SubReq = {subscribe, Topics},
-          State= #state{last_packet_id = PacketId, subscriptions = Subscriptions}) ->
-    case send(?SUBSCRIBE_PACKET(PacketId, Topics), State) of
-        {ok, NewState} ->
-            Call = new_call({subscribe, PacketId}, From, SubReq),
-            Subscriptions1 =
-                lists:fold(fun({Topic, SubOpts}, Acc) ->
-                               maps:put(Topic, SubOpts, Acc)
-                           end, Subscriptions, Topics),
-            {keep_state, ensure_ack_timer(add_call(Call, NewState#state{subscriptions = Subscriptions1}))};
-        Error = {error, Reason} ->
-            {stop_and_reply, Reason, [{reply, From, Error}]}
-    end;
-
-connected({call, From}, UnsubReq = {unsubscribe, Topics},
+connected({call, From}, UnsubReq = {unsubscribe, Properties, Topics},
           State = #state{last_packet_id = PacketId}) ->
-    case send(?UNSUBSCRIBE_PACKET(PacketId, Topics), State) of
+    case send(?UNSUBSCRIBE_PACKET(PacketId, Properties, Topics), State) of
         {ok, NewState} ->
             Call = new_call({unsubscribe, PacketId}, From, UnsubReq),
             {keep_state, ensure_ack_timer(add_call(Call, NewState))};
@@ -554,25 +656,25 @@ connected({call, From}, ping, State) ->
             {stop_and_reply, Reason, [{reply, From, Error}]}
     end;
 
-connected({call, From}, disconnect, State) ->
-    case send(?PACKET(?DISCONNECT), State) of
+connected({call, From}, {disconnect, ReasonCode, Properties}, State) ->
+    case send(?DISCONNECT_PACKET(ReasonCode, Properties), State) of
         {ok, NewState} ->
             {stop_and_reply, normal, [{reply, From, ok}], NewState};
-        Error = {error, _Reason} ->
-            {stop_and_reply, disconnected, [{reply, From, Error}]}
+        Error = {error, Reason} ->
+            {stop_and_reply, Reason, [{reply, From, Error}]}
     end;
 
-connected(cast, {puback, PacketId}, State) ->
-    send_puback(?PUBACK_PACKET(?PUBACK, PacketId), State);
+connected(cast, {puback, PacketId, ReasonCode, Properties}, State) ->
+    send_puback(?PUBACK_PACKET(PacketId, ReasonCode, Properties), State);
 
-connected(cast, {pubrec, PacketId}, State) ->
-    send_puback(?PUBACK_PACKET(?PUBREC, PacketId), State);
+connected(cast, {pubrec, PacketId, ReasonCode, Properties}, State) ->
+    send_puback(?PUBREC_PACKET(PacketId, ReasonCode, Properties), State);
 
-connected(cast, {pubrel, PacketId}, State) ->
-    send_puback(?PUBREL_PACKET(PacketId), State);
+connected(cast, {pubrel, PacketId, ReasonCode, Properties}, State) ->
+    send_puback(?PUBREL_PACKET(PacketId, ReasonCode, Properties), State);
 
-connected(cast, {pubcomp, PacketId}, State) ->
-    send_puback(?PUBCOMP_PACKET(PacketId), State);
+connected(cast, {pubcomp, PacketId, ReasonCode, Properties}, State) ->
+    send_puback(?PUBCOMP_PACKET(PacketId, ReasonCode, Properties), State);
 
 connected(cast, Packet = ?PUBLISH_PACKET(?QOS_0, _PacketId), State) ->
     {keep_state, deliver_msg(packet_to_msg(Packet), State)};
@@ -594,14 +696,16 @@ connected(cast, Packet = ?PUBLISH_PACKET(?QOS_2, PacketId),
         Stop -> Stop
     end;
 
-connected(cast, ?PUBACK_PACKET(PacketId),
+connected(cast, ?PUBACK_PACKET(PacketId, ReasonCode, Properties),
           State = #state{owner = Owner, inflight = Inflight}) ->
     case Inflight:lookup(PacketId) of
         {value, {publish, #mqtt_message{packet_id = PacketId}, _Ts}} ->
-            Owner ! {puback, PacketId},
+            Owner ! {puback, #{packet_id   => PacketId,
+                               reason_code => ReasonCode,
+                               properties  => Properties}},
             {keep_state, State#state{inflight = Inflight:delete(PacketId)}};
         none ->
-            ?LOG(warning, "Unexpected PUBACK: ~p", [PacketId]),
+            emqx_logger:warning("Unexpected PUBACK: ~p", [PacketId]),
             {keep_state, State}
     end;
 
@@ -612,16 +716,16 @@ connected(cast, ?PUBREC_PACKET(PacketId), State = #state{inflight = Inflight}) -
                         Inflight1 = Inflight:update(PacketId, {pubrel, PacketId, os:timestamp()}),
                         State#state{inflight = Inflight1};
                     {value, {pubrel, _Ref, _Ts}} ->
-                        ?LOG(warning, "Duplicated PUBREC Packet: ~p", [PacketId]),
+                        emqx_logger:warning("Duplicated PUBREC Packet: ~p", [PacketId]),
                         State;
                     none ->
-                        ?LOG(warning, "Unexpected PUBREC Packet: ~p", [PacketId]),
+                        emqx_logger:warning("Unexpected PUBREC Packet: ~p", [PacketId]),
                         State
                 end);
 
 %%TODO::... if auto_ack is false, should we take PacketId from the map?
-connected(cast, ?PUBREL_PACKET(PacketId), State = #state{awaiting_rel = AwaitingRel,
-                                                         auto_ack = AutoAck}) ->
+connected(cast, ?PUBREL_PACKET(PacketId),
+          State = #state{awaiting_rel = AwaitingRel, auto_ack = AutoAck}) ->
      case maps:take(PacketId, AwaitingRel) of
          {Packet, AwaitingRel1} ->
              NewState = deliver_msg(packet_to_msg(Packet),
@@ -631,54 +735,60 @@ connected(cast, ?PUBREL_PACKET(PacketId), State = #state{awaiting_rel = Awaiting
                  false -> {keep_state, NewState}
              end;
          error ->
-             ?LOG(warning, "Unexpected PUBREL: ~p", [PacketId]),
+             emqx_logger:warning("Unexpected PUBREL: ~p", [PacketId]),
              {keep_state, State}
      end;
 
-connected(cast, ?PUBCOMP_PACKET(PacketId), State = #state{owner = Owner, inflight = Inflight}) ->
+connected(cast, ?PUBCOMP_PACKET(PacketId, ReasonCode, Properties),
+          State = #state{owner = Owner, inflight = Inflight}) ->
     case Inflight:lookup(PacketId) of
         {value, {pubrel, _PacketId, _Ts}} ->
-            Owner ! {pubcomp, PacketId},
+            Owner ! {puback, #{packet_id   => PacketId,
+                               reason_code => ReasonCode,
+                               properties  => Properties}},
             {keep_state, State#state{inflight = Inflight:delete(PacketId)}};
         none ->
-            ?LOG(warning, "Unexpected PUBCOMP Packet: ~p", [PacketId]),
+            emqx_logger:warning("Unexpected PUBCOMP Packet: ~p", [PacketId]),
             {keep_state, State}
      end;
 
-%%TODO: handle suback...
-connected(cast, ?SUBACK_PACKET(PacketId, QosTable),
-          State = #state{subscriptions = Subscriptions}) ->
-    ?LOG(info, "SUBACK(~p) Received", [PacketId]),
+connected(cast, ?SUBACK_PACKET(PacketId, Properties, ReasonCodes),
+          State = #state{subscriptions = _Subscriptions}) ->
     case take_call({subscribe, PacketId}, State) of
-        {value, #call{from = From}, State1} ->
-            {keep_state, State1, [{reply, From, ok}]};
+        {value, #call{from = From}, NewState} ->
+            %%TODO: Merge reason codes to subscriptions?
+            Reply = {ok, Properties, ReasonCodes},
+            {keep_state, NewState, [{reply, From, Reply}]};
         false -> {keep_state, State}
     end;
 
-%%TODO: handle unsuback...
-connected(cast, ?UNSUBACK_PACKET(PacketId),
+connected(cast, ?UNSUBACK_PACKET(PacketId, Properties, ReasonCodes),
           State = #state{subscriptions = Subscriptions}) ->
-    ?LOG(info, "UNSUBACK(~p) received", [PacketId]),
     case take_call({unsubscribe, PacketId}, State) of
-        {value, #call{from = From, req = {_, Topics}}, State1} ->
-            {keep_state, State1#state{subscriptions =
-                                      lists:foldl(fun(Topic, Subs) ->
-                                                      maps:remove(Topic, Subs)
-                                                  end, Subscriptions, Topics)},
-             [{reply, From, ok}]};
+        {value, #call{from = From, req = {_, Topics}}, NewState} ->
+            Subscriptions1 =
+              lists:foldl(fun(Topic, Acc) ->
+                              maps:remove(Topic, Acc)
+                          end, Subscriptions, Topics),
+            {keep_state, NewState#state{subscriptions = Subscriptions1},
+             [{reply, From, {ok, Properties, ReasonCodes}}]};
         false -> {keep_state, State}
     end;
 
-%%TODO: handle PINGRESP...
 connected(cast, ?PACKET(?PINGRESP), State = #state{pending_calls = []}) ->
     {keep_state, State};
 connected(cast, ?PACKET(?PINGRESP), State) ->
     case take_call(ping, State) of
-        {value, #call{from = From}, State1} ->
-            {keep_state, State1, [{reply, From, pong}]};
+        {value, #call{from = From}, NewState} ->
+            {keep_state, NewState, [{reply, From, pong}]};
         false -> {keep_state, State}
     end;
 
+connected(cast, ?DISCONNECT_PACKET(ReasonCode, Properties),
+          State = #state{owner = Owner}) ->
+    Owner ! {disconnected, ReasonCode, Properties},
+    {stop, disconnected, State};
+
 connected(info, {timeout, _TRef, keepalive}, State = #state{force_ping = true}) ->
     case send(?PACKET(?PINGREQ), State) of
         {ok, NewState} ->
@@ -687,68 +797,77 @@ connected(info, {timeout, _TRef, keepalive}, State = #state{force_ping = true})
     end;
 
 connected(info, {timeout, TRef, keepalive},
-          State = #state{socket = Socket, keepalive_timer = TRef}) ->
-    case should_ping(Socket) of
+          State = #state{socket = Sock, keepalive_timer = TRef}) ->
+    case should_ping(Sock) of
         true ->
             case send(?PACKET(?PINGREQ), State) of
                 {ok, NewState} ->
-                    {keep_state, ensure_keepalive_timer(NewState)};
+                    {keep_state, ensure_keepalive_timer(NewState), [hibernate]};
                 Error -> {stop, Error}
             end;
         false ->
-            {keep_state, ensure_keepalive_timer(State)};
+            {keep_state, ensure_keepalive_timer(State), [hibernate]};
         {error, Reason} ->
-            {stop, {error, Reason}}
+            {stop, Reason}
     end;
 
-connected(info, {timeout, TRef, ack}, State = #state{ack_timer = TRef,
-                                                     ack_timeout = Timeout,
+connected(info, {timeout, TRef, ack}, State = #state{ack_timer     = TRef,
+                                                     ack_timeout   = Timeout,
                                                      pending_calls = Calls}) ->
     NewState = State#state{ack_timer = undefined,
                            pending_calls = timeout_calls(Timeout, Calls)},
     {keep_state, ensure_ack_timer(NewState)};
 
 connected(info, {timeout, TRef, retry}, State = #state{retry_timer = TRef,
-                                                       inflight = Inflight}) ->
+                                                       inflight    = Inflight}) ->
     case Inflight:is_empty() of
         true  -> {keep_state, State#state{retry_timer = undefined}};
         false -> retry_send(State)
     end;
 
-connected(EventType, EventContent, StateData) ->
-    handle_event(EventType, EventContent, StateData).
+connected(EventType, EventContent, Data) ->
+    handle_event(EventType, EventContent, connected, Data).
 
 should_ping(Sock) ->
     case emqx_client_sock:getstat(Sock, [send_oct]) of
         {ok, [{send_oct, Val}]} ->
             OldVal = get(send_oct), put(send_oct, Val),
             OldVal == undefined orelse OldVal == Val;
-        Err = {error, _Reason} ->
-            Err
+        Error = {error, _Reason} ->
+            Error
     end.
 
-handle_event(info, {'EXIT', Owner, Reason}, #state{owner = Owner}) ->
-    {stop, Reason};
+handle_event(info, {TcpOrSsL, _Sock, Data}, _StateName, State)
+    when TcpOrSsL =:= tcp; TcpOrSsL =:= ssl ->
+    emqx_logger:debug("RECV Data: ~p", [Data]),
+    receive_loop(Data, run_sock(State));
 
-handle_event(info, {'EXIT', Receiver, Reason}, #state{receiver = Receiver}) ->
-    {stop, Reason};
-
-handle_event(info, {inet_reply, _Sock, ok}, State) ->
-    {keep_state, State};
-
-handle_event(info, {inet_reply, _Sock, {error, Reason}}, State) ->
+handle_event(info, {Error, _Sock, Reason}, _StateName, State)
+    when Error =:= tcp_error; Error =:= ssl_error ->
     {stop, Reason, State};
 
-handle_event(EventType, EventContent, State) ->
-    ?LOG(error, "Unexpected Event: (~p, ~p)", [EventType, EventContent]),
-    {keep_state, State}.
+handle_event(info, {Closed, _Sock}, _StateName, State)
+    when Closed =:= tcp_closed; Closed =:= ssl_closed ->
+    {stop, Closed, State};
+
+handle_event(info, {'EXIT', Owner, Reason}, _, #state{owner = Owner}) ->
+    {stop, Reason};
+
+handle_event(info, {inet_reply, _Sock, ok}, _, State) ->
+    {keep_state, State};
+
+handle_event(info, {inet_reply, _Sock, {error, Reason}}, _, State) ->
+    {stop, Reason, State};
+
+handle_event(EventType, EventContent, StateName, StateData) ->
+    emqx_logger:error("State: ~s, Unexpected Event: (~p, ~p)",
+                      [StateName, EventType, EventContent]),
+    {keep_state, StateData}.
 
 %% Mandatory callback functions
 terminate(_Reason, _State, #state{socket = undefined}) ->
     ok;
-terminate(_Reason, _State, #state{socket   = Socket,
-                                  receiver = Receiver}) ->
-    emqx_client_sock:stop(Receiver),
+terminate(_Reason, _State, #state{socket = Socket}) ->
     emqx_client_sock:close(Socket).
 
 code_change(_Vsn, State, Data, _Extra) ->
@@ -758,24 +877,27 @@ code_change(_Vsn, State, Data, _Extra) ->
 %% Internal functions
 %%--------------------------------------------------------------------
 
+ensure_keepalive_timer(State = ?PROPERTY('Server-Keep-Alive', Secs)) ->
+    ensure_keepalive_timer(timer:seconds(Secs), State);
 ensure_keepalive_timer(State = #state{keepalive = 0}) ->
     State;
-ensure_keepalive_timer(State = #state{keepalive = Keepalive}) ->
-    TRef = erlang:start_timer(Keepalive, self(), keepalive),
-    State#state{keepalive_timer = TRef}.
+ensure_keepalive_timer(State = #state{keepalive = I}) ->
+    ensure_keepalive_timer(I, State).
+ensure_keepalive_timer(I, State) when is_integer(I) ->
+    State#state{keepalive_timer = erlang:start_timer(I, self(), keepalive)}.
 
 new_call(Id, From) ->
     new_call(Id, From, undefined).
 new_call(Id, From, Req) ->
     #call{id = Id, from = From, req = Req, ts = os:timestamp()}.
 
-add_call(Call, State = #state{pending_calls = Calls}) ->
-    State#state{pending_calls = [Call | Calls]}.
+add_call(Call, Data = #state{pending_calls = Calls}) ->
+    Data#state{pending_calls = [Call | Calls]}.
 
-take_call(Id, State = #state{pending_calls = Calls}) ->
+take_call(Id, Data = #state{pending_calls = Calls}) ->
     case lists:keytake(Id, #call.id, Calls) of
         {value, Call, Left} ->
-            {value, Call, State#state{pending_calls = Left}};
+            {value, Call, Data#state{pending_calls = Left}};
         false -> false
     end.
 
@@ -790,15 +912,16 @@ timeout_calls(Now, Timeout, Calls) ->
                     end
                 end, [], Calls).
 
-ensure_ack_timer(State = #state{ack_timer = undefined,
-                                ack_timeout = Timeout,
+ensure_ack_timer(State = #state{ack_timer     = undefined,
+                                ack_timeout   = Timeout,
                                 pending_calls = Calls}) when length(Calls) > 0 ->
     State#state{ack_timer = erlang:start_timer(Timeout, self(), ack)};
 ensure_ack_timer(State) -> State.
 
 ensure_retry_timer(State = #state{retry_interval = Interval}) ->
     ensure_retry_timer(Interval, State).
-ensure_retry_timer(Interval, State = #state{retry_timer = undefined}) when Interval > 0 ->
+ensure_retry_timer(Interval, State = #state{retry_timer = undefined})
+    when Interval > 0 ->
     State#state{retry_timer = erlang:start_timer(Interval, self(), retry)};
 ensure_retry_timer(_Interval, State) ->
     State.
@@ -806,7 +929,7 @@ ensure_retry_timer(_Interval, State) ->
 retry_send(State = #state{inflight = Inflight}) ->
     SortFun = fun({_, _, Ts1}, {_, _, Ts2}) -> Ts1 < Ts2 end,
     Msgs = lists:sort(SortFun, Inflight:values()),
-    retry_send(Msgs, os:timestamp(), State).
+    retry_send(Msgs, os:timestamp(), State ).
 
 retry_send([], _Now, State) ->
     {keep_state, ensure_retry_timer(State)};
@@ -839,36 +962,61 @@ retry_send(pubrel, PacketId, Now, State = #state{inflight = Inflight}) ->
             Error
     end.
 
-deliver_msg(#mqtt_message{packet_id  = PacketId,
-                          qos        = QoS,
-                          retain     = Retain,
+deliver_msg(#mqtt_message{qos        = QoS,
                           dup        = Dup,
+                          retain     = Retain,
                           topic      = Topic,
-                          properties = Props,
+                          packet_id  = PacketId,
+                          properties = Properties,
                           payload    = Payload},
             State = #state{owner = Owner}) ->
-    Metadata = #{mid => PacketId, qos => QoS, dup => Dup,
-                 retain => Retain, properties => Props},
-    Owner ! {publish, Topic, Metadata, Payload}, State.
+    Owner ! {publish, #{qos => QoS, dup => Dup, retain => Retain,
+                        packet_id => PacketId, topic => Topic,
+                        properties => Properties, payload => Payload}},
+    State.
 
-packet_to_msg(?PUBLISH_PACKET(QoS, Topic, PacketId, Payload)) ->
-    #mqtt_message{qos = QoS, packet_id = PacketId,
-                  topic = Topic, payload = Payload}.
+packet_to_msg(?PUBLISH_PACKET(Header, Topic, PacketId, Properties, Payload)) ->
+    #mqtt_packet_header{qos = QoS, retain = R, dup = Dup} = Header,
+    #mqtt_message{qos = QoS, retain = R, dup = Dup,
+                  packet_id = PacketId, topic = Topic,
+                  properties = Properties, payload = Payload}.
 
-msg_to_packet(#mqtt_message{packet_id = PacketId,
-                            qos       = Qos,
-                            retain    = Retain,
-                            dup       = Dup,
-                            topic     = Topic,
-                            payload   = Payload}) ->
+msg_to_packet(#mqtt_message{qos        = Qos,
+                            dup        = Dup,
+                            retain     = Retain,
+                            topic      = Topic,
+                            packet_id  = PacketId,
+                            properties = Properties,
+                            payload    = Payload}) ->
     #mqtt_packet{header   = #mqtt_packet_header{type   = ?PUBLISH,
                                                 qos    = Qos,
                                                 retain = Retain,
                                                 dup    = Dup},
                  variable = #mqtt_packet_publish{topic_name = Topic,
-                                                 packet_id  = PacketId},
+                                                 packet_id  = PacketId,
+                                                 properties = Properties},
                  payload  = Payload}.
 
+
+%%--------------------------------------------------------------------
+%% Socket Connect/Send
+
+sock_connect(Hosts, SockOpts, Timeout) ->
+    sock_connect(Hosts, SockOpts, Timeout, {error, no_hosts}).
+
+sock_connect([], _SockOpts, _Timeout, LastErr) ->
+    LastErr;
+sock_connect([{Host, Port} | Hosts], SockOpts, Timeout, _LastErr) ->
+    case emqx_client_sock:connect(Host, Port, SockOpts, Timeout) of
+        {ok, Socket} -> {ok, Socket};
+        Err = {error, _Reason} ->
+            sock_connect(Hosts, SockOpts, Timeout, Err)
+    end.
+
+hosts(#state{hosts = [], host = Host, port = Port}) ->
+    [{Host, Port}];
+hosts(#state{hosts = Hosts}) -> Hosts.
+
 send_puback(Packet, State) ->
     case send(Packet, State) of
         {ok, NewState}  -> {keep_state, NewState};
@@ -878,17 +1026,43 @@ send_puback(Packet, State) ->
 send(Msg, State) when is_record(Msg, mqtt_message) ->
     send(msg_to_packet(Msg), State);
 
-send(Packet, StateData = #state{socket = Socket})
+send(Packet, State = #state{socket = Sock, proto_ver = Ver})
     when is_record(Packet, mqtt_packet) ->
-    Data = emqx_serializer:serialize(Packet),
-    case emqx_client_sock:send(Socket, Data) of
-        ok -> {ok, next_msg_id(StateData)};
-        {error, Reason} -> {error, Reason}
+    Data = emqx_serializer:serialize(Packet, [{version, Ver}]),
+    emqx_logger:debug("SEND Data: ~p", [Data]),
+    case emqx_client_sock:send(Sock, Data) of
+        ok  -> {ok, next_packet_id(State)};
+        Error -> Error
     end.
 
-next_msg_id(State = #state{last_packet_id = 16#ffff}) ->
+run_sock(State = #state{socket = Sock}) ->
+    emqx_client_sock:setopts(Sock, [{active, once}]), State.
+
+%%--------------------------------------------------------------------
+%% Receive Loop
+
+receive_loop(<<>>, State) ->
+    {keep_state, State};
+
+receive_loop(Bytes, State = #state{parse_state = ParseState}) ->
+    case catch emqx_parser:parse(Bytes, ParseState) of
+        {ok, Packet, Rest} ->
+            ok = gen_statem:cast(self(), Packet),
+            receive_loop(Rest, init_parse_state(State));
+        {more, NewParseState} ->
+            {keep_state, State#state{parse_state = NewParseState}};
+        {error, Reason} ->
+            {stop, Reason};
+        {'EXIT', Error} ->
+            {stop, Error}
+    end.
+
+%%--------------------------------------------------------------------
+%% Next packet id
+
+next_packet_id(State = #state{last_packet_id = 16#ffff}) ->
     State#state{last_packet_id = 1};
 
-next_msg_id(State = #state{last_packet_id = Id}) ->
+next_packet_id(State = #state{last_packet_id = Id}) ->
     State#state{last_packet_id = Id + 1}.
 
diff --git a/src/emqx_client_sock.erl b/src/emqx_client_sock.erl
index febacd1d3..a7bc5aa15 100644
--- a/src/emqx_client_sock.erl
+++ b/src/emqx_client_sock.erl
@@ -16,15 +16,10 @@
 
 -module(emqx_client_sock).
 
--include("emqx_client.hrl").
-
--export([connect/4, connect/5, send/2, close/1, stop/1]).
+-export([connect/4, send/2, close/1]).
 
 -export([sockname/1, setopts/2, getstat/2]).
 
-%% Internal export
--export([receiver/2, receiver_loop/3]).
-
 -record(ssl_socket, {tcp, ssl}).
 
 -type(socket() :: inet:socket() | #ssl_socket{}).
@@ -32,37 +27,23 @@
 -type(sockname() :: {inet:ip_address(), inet:port_number()}).
 
 -type(option() :: gen_tcp:connect_option()
-                | {ssl_options, [ssl:ssl_option()]}).
+                | {ssl_opts, [ssl:ssl_option()]}).
 
 -export_type([socket/0, option/0]).
 
-%%--------------------------------------------------------------------
-%% Socket API
-%%--------------------------------------------------------------------
+-define(DEFAULT_TCP_OPTIONS, [binary, {packet, raw}, {active, false},
+                              {nodelay, true}, {reuseaddr, true}]).
 
--spec(connect(pid(), inet:ip_address() | inet:hostname(),
-              inet:port_number(), [option()])
+-spec(connect(inet:ip_address() | inet:hostname(),
+              inet:port_number(), [option()], timeout())
       -> {ok, socket()} | {error, term()}).
-connect(ClientPid, Host, Port, SockOpts) ->
-    connect(ClientPid, Host, Port, SockOpts, ?DEFAULT_CONNECT_TIMEOUT).
-
-connect(ClientPid, Host, Port, SockOpts, Timeout) ->
-    case do_connect(Host, Port, SockOpts, Timeout) of
-        {ok, Sock} ->
-            Receiver = spawn_link(?MODULE, receiver, [ClientPid, Sock]),
-            ok = controlling_process(Sock, Receiver),
-            {ok, Sock, Receiver};
-        Error ->
-            Error
-    end.
-
-do_connect(Host, Port, SockOpts, Timeout) ->
+connect(Host, Port, SockOpts, Timeout) ->
     TcpOpts = emqx_misc:merge_opts(?DEFAULT_TCP_OPTIONS,
-                                   lists:keydelete(ssl_options, 1, SockOpts)),
+                                   lists:keydelete(ssl_opts, 1, SockOpts)),
     case gen_tcp:connect(Host, Port, TcpOpts, Timeout) of
         {ok, Sock} ->
-            case lists:keyfind(ssl_options, 1, SockOpts) of
-                {ssl_options, SslOpts} ->
+            case lists:keyfind(ssl_opts, 1, SockOpts) of
+                {ssl_opts, SslOpts} ->
                     ssl_upgrade(Sock, SslOpts, Timeout);
                 false -> {ok, Sock}
             end;
@@ -73,23 +54,17 @@ do_connect(Host, Port, SockOpts, Timeout) ->
 ssl_upgrade(Sock, SslOpts, Timeout) ->
     case ssl:connect(Sock, SslOpts, Timeout) of
         {ok, SslSock} ->
+            ok = ssl:controlling_process(SslSock, self()),
             {ok, #ssl_socket{tcp = Sock, ssl = SslSock}};
         {error, Reason} -> {error, Reason}
     end.
 
--spec(controlling_process(socket(), pid()) -> ok).
-controlling_process(Sock, Pid) when is_port(Sock) ->
-    gen_tcp:controlling_process(Sock, Pid);
-controlling_process(#ssl_socket{ssl = SslSock}, Pid) ->
-    ssl:controlling_process(SslSock, Pid).
-
 -spec(send(socket(), iodata()) -> ok | {error, einval | closed}).
 send(Sock, Data) when is_port(Sock) ->
     try erlang:port_command(Sock, Data) of
         true -> ok
     catch
-        error:badarg ->
-            {error, einval}
+        error:badarg -> {error, einval}
     end;
 send(#ssl_socket{ssl = SslSock}, Data) ->
     ssl:send(SslSock, Data).
@@ -100,10 +75,6 @@ close(Sock) when is_port(Sock) ->
 close(#ssl_socket{ssl = SslSock}) ->
     ssl:close(SslSock).
 
--spec(stop(Receiver :: pid()) -> stop).
-stop(Receiver) ->
-    Receiver ! stop.
-
 -spec(setopts(socket(), [gen_tcp:option() | ssl:socketoption()]) -> ok).
 setopts(Sock, Opts) when is_port(Sock) ->
     inet:setopts(Sock, Opts);
@@ -123,50 +94,3 @@ sockname(Sock) when is_port(Sock) ->
 sockname(#ssl_socket{ssl = SslSock}) ->
     ssl:sockname(SslSock).
 
-%%--------------------------------------------------------------------
-%% Receiver
-%%--------------------------------------------------------------------
-
-receiver(ClientPid, Sock) ->
-    receiver_activate(ClientPid, Sock, emqx_parser:initial_state()).
-
-receiver_activate(ClientPid, Sock, ParseState) ->
-    setopts(Sock, [{active, once}]),
-    erlang:hibernate(?MODULE, receiver_loop, [ClientPid, Sock, ParseState]).
-
-receiver_loop(ClientPid, Sock, ParseState) ->
-    receive
-        {TcpOrSsL, _Sock, Data} when TcpOrSsL =:= tcp;
-                                     TcpOrSsL =:= ssl ->
-            case parse_received_bytes(ClientPid, Data, ParseState) of
-                {ok, NewParseState} ->
-                    receiver_activate(ClientPid, Sock, NewParseState);
-                {error, Error} ->
-                    exit({frame_error, Error})
-            end;
-        {Error, _Sock, Reason} when Error =:= tcp_error;
-                                    Error =:= ssl_error ->
-            exit({Error, Reason});
-        {Closed, _Sock} when Closed =:= tcp_closed;
-                             Closed =:= ssl_closed ->
-            exit(Closed);
-        stop ->
-            close(Sock)
-    end.
-
-parse_received_bytes(_ClientPid, <<>>, ParseState) ->
-    {ok, ParseState};
-
-parse_received_bytes(ClientPid, Data, ParseState) ->
-    io:format("RECV Data: ~p~n", [Data]),
-    case emqx_parser:parse(Data, ParseState) of
-        {more, ParseState1} ->
-            {ok, ParseState1};
-        {ok, Packet, Rest} ->
-            io:format("RECV Packet: ~p~n", [Packet]),
-            gen_statem:cast(ClientPid, Packet),
-            parse_received_bytes(ClientPid, Rest, emqx_parser:initial_state());
-        {error, Error} ->
-            {error, Error}
-    end.
-
diff --git a/src/emqx_connection.erl b/src/emqx_connection.erl
index c034e4701..930424d38 100644
--- a/src/emqx_connection.erl
+++ b/src/emqx_connection.erl
@@ -1,18 +1,18 @@
-%%--------------------------------------------------------------------
-%% Copyright (c) 2013-2018 EMQ Inc. All rights reserved.
-%%
-%% Licensed under the Apache License, Version 2.0 (the "License");
-%% you may not use this file except in compliance with the License.
-%% You may obtain a copy of the License at
-%%
-%%     http://www.apache.org/licenses/LICENSE-2.0
-%%
-%% Unless required by applicable law or agreed to in writing, software
-%% distributed under the License is distributed on an "AS IS" BASIS,
-%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-%% See the License for the specific language governing permissions and
-%% limitations under the License.
-%%--------------------------------------------------------------------
+%%%===================================================================
+%%% Copyright (c) 2013-2018 EMQ Inc. All rights reserved.
+%%%
+%%% Licensed under the Apache License, Version 2.0 (the "License");
+%%% you may not use this file except in compliance with the License.
+%%% You may obtain a copy of the License at
+%%%
+%%%     http://www.apache.org/licenses/LICENSE-2.0
+%%%
+%%% Unless required by applicable law or agreed to in writing, software
+%%% distributed under the License is distributed on an "AS IS" BASIS,
+%%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+%%% See the License for the specific language governing permissions and
+%%% limitations under the License.
+%%%===================================================================
 
 -module(emqx_connection).
 
@@ -49,7 +49,7 @@
 
 %% Unused fields: connname, peerhost, peerport
 -record(state, {connection, peername, conn_state, await_recv,
-                rate_limit, packet_size, parser, proto_state,
+                rate_limit, max_packet_size, proto_state, parse_state,
                 keepalive, enable_stats, idle_timeout, force_gc_count}).
 
 -define(INFO_KEYS, [peername, conn_state, await_recv]).
@@ -109,24 +109,22 @@ do_init(Conn, Env, Peername) ->
     SendFun = send_fun(Conn, Peername),
     RateLimit = get_value(rate_limit, Conn:opts()),
     PacketSize = get_value(max_packet_size, Env, ?MAX_PACKET_SIZE),
-    Parser = emqx_parser:initial_state(PacketSize),
     ProtoState = emqx_protocol:init(Conn, Peername, SendFun, Env),
     EnableStats = get_value(client_enable_stats, Env, false),
     IdleTimout = get_value(client_idle_timeout, Env, 30000),
     ForceGcCount = emqx_gc:conn_max_gc_count(),
-    State = run_socket(#state{connection     = Conn,
-                              peername       = Peername,
-                              await_recv     = false,
-                              conn_state     = running,
-                              rate_limit     = RateLimit,
-                              packet_size    = PacketSize,
-                              parser         = Parser,
-                              proto_state    = ProtoState,
-                              enable_stats   = EnableStats,
-                              idle_timeout   = IdleTimout,
-                              force_gc_count = ForceGcCount}),
+    State = run_socket(#state{connection      = Conn,
+                              peername        = Peername,
+                              await_recv      = false,
+                              conn_state      = running,
+                              rate_limit      = RateLimit,
+                              max_packet_size = PacketSize,
+                              proto_state     = ProtoState,
+                              enable_stats    = EnableStats,
+                              idle_timeout    = IdleTimout,
+                              force_gc_count  = ForceGcCount}),
     gen_server:enter_loop(?MODULE, [{hibernate_after, 10000}],
-                          State, self(), IdleTimout).
+                          init_parse_state(State), self(), IdleTimout).
 
 send_fun(Conn, Peername) ->
     Self = self(),
@@ -143,6 +141,11 @@ send_fun(Conn, Peername) ->
         end
     end.
 
+init_parse_state(State = #state{max_packet_size = Size, proto_state = ProtoState}) ->
+    emqx_parser:initial_state([{max_len, Size},
+                               {ver, emqx_protocol:get(proto_ver, ProtoState)}]),
+    State.
+
 handle_pre_hibernate(State) ->
     {hibernate, emqx_gc:reset_conn_gc_count(#state.force_gc_count, emit_stats(State))}.
 
@@ -308,19 +311,17 @@ code_change(_OldVsn, State, _Extra) ->
 received(<<>>, State) ->
     {noreply, gc(State)};
 
-received(Bytes, State = #state{parser       = Parser,
-                               packet_size  = PacketSize,
+received(Bytes, State = #state{parse_state  = ParseState,
                                proto_state  = ProtoState,
                                idle_timeout = IdleTimeout}) ->
-    case catch emqx_parser:parse(Bytes, Parser) of
-        {more, NewParser} ->
-            {noreply, run_socket(State#state{parser = NewParser}), IdleTimeout};
+    case catch emqx_parser:parse(Bytes, ParseState) of
+        {more, NewParseState} ->
+            {noreply, State#state{parse_state = NewParseState}, IdleTimeout};
         {ok, Packet, Rest} ->
             emqx_metrics:received(Packet),
             case emqx_protocol:received(Packet, ProtoState) of
                 {ok, ProtoState1} ->
-                    received(Rest, State#state{parser = emqx_parser:initial_state(PacketSize),
-	    	                               proto_state = ProtoState1});
+                    received(Rest, init_parse_state(State#state{proto_state = ProtoState1}));
                 {error, Error} ->
                     ?LOG(error, "Protocol error - ~p", [Error], State),
                     shutdown(Error, State);
diff --git a/src/emqx_mod_subscription.erl b/src/emqx_mod_subscription.erl
index c6d6dd554..d7669b274 100644
--- a/src/emqx_mod_subscription.erl
+++ b/src/emqx_mod_subscription.erl
@@ -33,10 +33,10 @@
 load(Topics) ->
     emqx:hook('client.connected', fun ?MODULE:on_client_connected/3, [Topics]).
 
-on_client_connected(?CONNACK_ACCEPT, Client = #client{client_id  = ClientId,
-                                                      client_pid = ClientPid,
-                                                      username   = Username}, Topics) ->
-
+on_client_connected(RC, Client = #client{client_id  = ClientId,
+                                         client_pid = ClientPid,
+                                         username   = Username}, Topics)
+    when RC < 16#80 ->
     Replace = fun(Topic) -> rep(<<"%u">>, Username, rep(<<"%c">>, ClientId, Topic)) end,
     TopicTable = [{Replace(Topic), Qos} || {Topic, Qos} <- Topics],
     ClientPid ! {subscribe, TopicTable},
diff --git a/src/emqx_mqtt_properties.erl b/src/emqx_mqtt_properties.erl
index 5df1569c6..8ef559a37 100644
--- a/src/emqx_mqtt_properties.erl
+++ b/src/emqx_mqtt_properties.erl
@@ -16,71 +16,67 @@
 
 -module(emqx_mqtt_properties).
 
--export([name/1, id/1, validate/1]).
+-include("emqx_mqtt.hrl").
 
-%%--------------------------------------------------------------------
-%% Property id to name
-%%--------------------------------------------------------------------
+-export([id/1, name/1, filter/2, validate/1]).
+
+-define(PROPS_TABLE,
+        #{16#01 => {'Payload-Format-Indicator', 'Byte', [?PUBLISH]},
+          16#02 => {'Message-Expiry-Interval', 'Four-Byte-Integer', [?PUBLISH]},
+          16#03 => {'Content-Type', 'UTF8-Encoded-String', [?PUBLISH]},
+          16#08 => {'Response-Topic', 'UTF8-Encoded-String', [?PUBLISH]},
+          16#09 => {'Correlation-Data', 'Binary-Data', [?PUBLISH]},
+          16#0B => {'Subscription-Identifier', 'Variable-Byte-Integer', [?PUBLISH, ?SUBSCRIBE]},
+          16#11 => {'Session-Expiry-Interval', 'Four-Byte-Integer', [?CONNECT, ?CONNACK, ?DISCONNECT]},
+          16#12 => {'Assigned-Client-Identifier', 'UTF8-Encoded-String', [?CONNACK]},
+          16#13 => {'Server-Keep-Alive', 'Two-Byte-Integer', [?CONNACK]},
+          16#15 => {'Authentication-Method', 'UTF8-Encoded-String', [?CONNECT, ?CONNACK, ?AUTH]},
+          16#16 => {'Authentication-Data', 'Binary-Data', [?CONNECT, ?CONNACK, ?AUTH]},
+          16#17 => {'Request-Problem-Information', 'Byte', [?CONNECT]},
+          16#18 => {'Will-Delay-Interval', 'Four-Byte-Integer', ['WILL']},
+          16#19 => {'Request-Response-Information', 'Byte', [?CONNECT]},
+          16#1A => {'Response-Information', 'UTF8-Encoded-String', [?CONNACK]},
+          16#1C => {'Server-Reference', 'UTF8-Encoded-String', [?CONNACK, ?DISCONNECT]},
+          16#1F => {'Reason-String', 'UTF8-Encoded-String', 'ALL'},
+          16#21 => {'Receive-Maximum', 'Two-Byte-Integer', [?CONNECT, ?CONNACK]},
+          16#22 => {'Topic-Alias-Maximum', 'Two-Byte-Integer', [?CONNECT, ?CONNACK]},
+          16#23 => {'Topic-Alias', 'Two-Byte-Integer', [?PUBLISH]},
+          16#24 => {'Maximum-QoS', 'Byte', [?CONNACK]},
+          16#25 => {'Retain-Available', 'Byte', [?CONNACK]},
+          16#26 => {'User-Property', 'UTF8-String-Pair', 'ALL'},
+          16#27 => {'Maximum-Packet-Size', 'Four-Byte-Integer', [?CONNECT, ?CONNACK]},
+          16#28 => {'Wildcard-Subscription-Available', 'Byte', [?CONNACK]},
+          16#29 => {'Subscription-Identifier-Available', 'Byte', [?CONNACK]},
+          16#2A => {'Shared-Subscription-Available', 'Byte', [?CONNACK]}}).
 
-%% 01: Byte; PUBLISH, Will Properties
 name(16#01) -> 'Payload-Format-Indicator';
-%% 02: Four Byte Integer; PUBLISH, Will Properties
 name(16#02) -> 'Message-Expiry-Interval';
-%% 03: UTF-8 Encoded String; PUBLISH, Will Properties
 name(16#03) -> 'Content-Type';
-%% 08: UTF-8 Encoded String; PUBLISH, Will Properties
 name(16#08) -> 'Response-Topic';
-%% 09: Binary Data; PUBLISH, Will Properties
 name(16#09) -> 'Correlation-Data';
-%% 11: Variable Byte Integer; PUBLISH, SUBSCRIBE
 name(16#0B) -> 'Subscription-Identifier';
-%% 17: Four Byte Integer; CONNECT, CONNACK, DISCONNECT
 name(16#11) -> 'Session-Expiry-Interval';
-%% 18: UTF-8 Encoded String; CONNACK
 name(16#12) -> 'Assigned-Client-Identifier';
-%% 19: Two Byte Integer; CONNACK
 name(16#13) -> 'Server-Keep-Alive';
-%% 21: UTF-8 Encoded String; CONNECT, CONNACK, AUTH
 name(16#15) -> 'Authentication-Method';
-%% 22: Binary Data; CONNECT, CONNACK, AUTH
 name(16#16) -> 'Authentication-Data';
-%% 23: Byte; CONNECT
 name(16#17) -> 'Request-Problem-Information';
-%% 24: Four Byte Integer; Will Properties
 name(16#18) -> 'Will-Delay-Interval';
-%% 25: Byte; CONNECT
 name(16#19) -> 'Request-Response-Information';
-%% 26: UTF-8 Encoded String; CONNACK
-name(16#1A) -> 'Response Information';
-%% 28: UTF-8 Encoded String; CONNACK, DISCONNECT
+name(16#1A) -> 'Response-Information';
 name(16#1C) -> 'Server-Reference';
-%% 31: UTF-8 Encoded String; CONNACK, PUBACK, PUBREC, PUBREL, PUBCOMP, SUBACK, UNSUBACK, DISCONNECT, AUTH
 name(16#1F) -> 'Reason-String';
-%% 33: Two Byte Integer; CONNECT, CONNACK
 name(16#21) -> 'Receive-Maximum';
-%% 34: Two Byte Integer; CONNECT, CONNACK
 name(16#22) -> 'Topic-Alias-Maximum';
-%% 35: Two Byte Integer; PUBLISH
-name(16#23) -> 'Topic Alias';
-%% 36: Byte; CONNACK
+name(16#23) -> 'Topic-Alias';
 name(16#24) -> 'Maximum-QoS';
-%% 37: Byte; CONNACK
 name(16#25) -> 'Retain-Available';
-%% 38: UTF-8 String Pair; ALL
 name(16#26) -> 'User-Property';
-%% 39: Four Byte Integer; CONNECT, CONNACK
 name(16#27) -> 'Maximum-Packet-Size';
-%% 40: Byte; CONNACK
 name(16#28) -> 'Wildcard-Subscription-Available';
-%% 41: Byte; CONNACK
 name(16#29) -> 'Subscription-Identifier-Available';
-%% 42: Byte; CONNACK
 name(16#2A) -> 'Shared-Subscription-Available'.
 
-%%--------------------------------------------------------------------
-%% Property name to id
-%%--------------------------------------------------------------------
-
 id('Payload-Format-Indicator')          -> 16#01;
 id('Message-Expiry-Interval')           -> 16#02;
 id('Content-Type')                      -> 16#03;
@@ -91,16 +87,16 @@ id('Session-Expiry-Interval')           -> 16#11;
 id('Assigned-Client-Identifier')        -> 16#12;
 id('Server-Keep-Alive')                 -> 16#13;
 id('Authentication-Method')             -> 16#15;
-id('Authentication Data')               -> 16#16;
+id('Authentication-Data')               -> 16#16;
 id('Request-Problem-Information')       -> 16#17;
 id('Will-Delay-Interval')               -> 16#18;
 id('Request-Response-Information')      -> 16#19;
-id('Response Information')              -> 16#1A;
+id('Response-Information')              -> 16#1A;
 id('Server-Reference')                  -> 16#1C;
 id('Reason-String')                     -> 16#1F;
 id('Receive-Maximum')                   -> 16#21;
 id('Topic-Alias-Maximum')               -> 16#22;
-id('Topic Alias')                       -> 16#23;
+id('Topic-Alias')                       -> 16#23;
 id('Maximum-QoS')                       -> 16#24;
 id('Retain-Available')                  -> 16#25;
 id('User-Property')                     -> 16#26;
@@ -109,5 +105,42 @@ id('Wildcard-Subscription-Available')   -> 16#28;
 id('Subscription-Identifier-Available') -> 16#29;
 id('Shared-Subscription-Available')     -> 16#2A.
 
-%%TODO:
-validate(Props) when is_list(Props) -> ok.
+filter(Packet, Props) when ?CONNECT =< Packet, Packet =< ?AUTH ->
+    Fun = fun(Name) ->
+            case maps:find(id(Name), ?PROPS_TABLE) of
+                {ok, {Name, _Type, 'ALL'}} ->
+                    true;
+                {ok, {Name, _Type, Packets}} ->
+                    lists:member(Packet, Packets);
+                error -> false
+            end
+          end,
+    [Prop || Prop = {Name, _} <- Props, Fun(Name)].
+
+validate(Props) when is_map(Props) ->
+    lists:foreach(fun validate_prop/1, maps:to_list(Props)).
+
+validate_prop(Prop = {Name, Val}) ->
+    case maps:find(id(Name), ?PROPS_TABLE) of
+        {ok, {Name, Type, _}} ->
+            validate_value(Type, Val)
+              orelse error(bad_property, Prop);
+        error ->
+            error({bad_property, Prop})
+    end.
+
+validate_value('Byte', Val) ->
+    is_integer(Val);
+validate_value('Two-Byte-Integer', Val) ->
+    is_integer(Val);
+validate_value('Four-Byte-Integer', Val) ->
+    is_integer(Val);
+validate_value('Variable-Byte-Integer', Val) ->
+    is_integer(Val);
+validate_value('UTF8-Encoded-String', Val)  ->
+    is_binary(Val);
+validate_value('Binary-Data', Val) ->
+    is_binary(Val);
+validate_value('User-Property', Val) ->
+    is_tuple(Val) orelse is_list(Val).
+
diff --git a/src/emqx_mqtt_rscode.erl b/src/emqx_mqtt_rscode.erl
deleted file mode 100644
index 5bc7c0210..000000000
--- a/src/emqx_mqtt_rscode.erl
+++ /dev/null
@@ -1,115 +0,0 @@
-%%--------------------------------------------------------------------
-%% Copyright (c) 2013-2018 EMQ Inc. All rights reserved.
-%%
-%% Licensed under the Apache License, Version 2.0 (the "License");
-%% you may not use this file except in compliance with the License.
-%% You may obtain a copy of the License at
-%%
-%%     http://www.apache.org/licenses/LICENSE-2.0
-%%
-%% Unless required by applicable law or agreed to in writing, software
-%% distributed under the License is distributed on an "AS IS" BASIS,
-%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-%% See the License for the specific language governing permissions and
-%% limitations under the License.
-%%--------------------------------------------------------------------
-
--module(emqx_mqtt_rscode).
-
--export([value/1]).
-
-%%--------------------------------------------------------------------
-%% Reason code to name
-%%--------------------------------------------------------------------
-
-%% 00: Success; CONNACK, PUBACK, PUBREC, PUBREL, PUBCOMP, UNSUBACK, AUTH
-value('Success') -> 16#00;
-%% 00: Normal disconnection; DISCONNECT
-value('Normal-Disconnection') -> 16#00;
-%% 00: Granted QoS 0; SUBACK
-value('Granted-QoS0') -> 16#00;
-%% 01: Granted QoS 1; SUBACK
-value('Granted-QoS1') -> 16#01;
-%% 02: Granted QoS 2; SUBACK
-value('Granted-QoS2') -> 16#02;
-%% 04: Disconnect with Will Message; DISCONNECT
-value('Disconnect-With-Will-Message') -> 16#04;
-%% 16: No matching subscribers; PUBACK, PUBREC
-value('No-Matching-Subscribers') -> 16#10;
-%% 17: No subscription existed; UNSUBACK
-value('No-Subscription-Existed') -> 16#11;
-%% 24: Continue authentication; AUTH
-value('Continue-Authentication') -> 16#18;
-%% 25: Re-Authenticate; AUTH
-value('Re-Authenticate') -> 16#19;
-%% 128: Unspecified error; CONNACK, PUBACK, PUBREC, SUBACK, UNSUBACK, DISCONNECT
-value('Unspecified-Error') -> 16#80;
-%% 129: Malformed Packet; CONNACK, DISCONNECT
-value('Malformed-Packet') -> 16#81;
-%% 130: Protocol Error; CONNACK, DISCONNECT
-value('Protocol-Error') -> 16#82;
-%% 131: Implementation specific error; CONNACK, PUBACK, PUBREC, SUBACK, UNSUBACK, DISCONNECT
-value('Implementation-Specific-Error') -> 16#83;
-%% 132: Unsupported Protocol Version; CONNACK
-value('Unsupported-Protocol-Version') -> 16#84;
-%% 133: Client Identifier not valid; CONNACK
-value('Client-Identifier-not-Valid') -> 16#85;
-%% 134: Bad User Name or Password; CONNACK
-value('Bad-Username-or-Password') -> 16#86;
-%% 135: Not authorized; CONNACK, PUBACK, PUBREC, SUBACK, UNSUBACK, DISCONNECT
-value('Not-Authorized') -> 16#87;
-%% 136: Server unavailable; CONNACK
-value('Server-Unavailable') -> 16#88;
-%% 137: Server busy; CONNACK, DISCONNECT
-value('Server-Busy') -> 16#89;
-%% 138: Banned; CONNACK
-value('Banned') -> 16#8A;
-%% 139: Server shutting down; DISCONNECT
-value('Server-Shutting-Down') -> 16#8B;
-%% 140: Bad authentication method; CONNACK, DISCONNECT
-value('Bad-Authentication-Method') -> 16#8C;
-%% 141: Keep Alive timeout; DISCONNECT
-value('Keep-Alive-Timeout') -> 16#8D;
-%% 142: Session taken over; DISCONNECT
-value('Session-Taken-Over') -> 16#8E;
-%% 143: Topic Filter invalid; SUBACK, UNSUBACK, DISCONNECT
-value('Topic-Filter-Invalid') -> 16#8F;
-%% 144: Topic Name invalid; CONNACK, PUBACK, PUBREC, DISCONNECT
-value('Topic-Name-Invalid') -> 16#90;
-%% 145: Packet Identifier in use; PUBACK, PUBREC, SUBACK, UNSUBACK
-value('Packet-Identifier-Inuse') -> 16#91;
-%% 146: Packet Identifier not found; PUBREL, PUBCOMP
-value('Packet-Identifier-Not-Found') -> 16#92;
-%% 147: Receive Maximum exceeded; DISCONNECT
-value('Receive-Maximum-Exceeded') -> 16#93;
-%% 148: Topic Alias invalid; DISCONNECT
-value('Topic-Alias-Invalid') -> 16#94;
-%% 149: Packet too large; CONNACK, DISCONNECT
-value('Packet-Too-Large') -> 16#95;
-%% 150: Message rate too high; DISCONNECT
-value('Message-Rate-Too-High') -> 16#96;
-%% 151: Quota exceeded; CONNACK, PUBACK, PUBREC, SUBACK, DISCONNECT
-value('Quota-Exceeded') -> 16#97;
-%% 152: Administrative action; DISCONNECT
-value('Administrative-Action') -> 16#98;
-%% 153: Payload format invalid; CONNACK, PUBACK, PUBREC, DISCONNECT
-value('Payload-Format-Invalid') -> 16#99;
-%% 154: Retain not supported; CONNACK, DISCONNECT
-value('Retain-Not-Supported') -> 16#9A;
-%% 155: QoS not supported; CONNACK, DISCONNECT
-value('QoS-Not-Supported') -> 16#9B;
-%% 156: Use another server; CONNACK, DISCONNECT
-value('Use-Another-Server') -> 16#9C;
-%% 157: Server moved; CONNACK, DISCONNECT
-value('Server-Moved') -> 16#9D;
-%% 158: Shared Subscriptions not supported; SUBACK, DISCONNECT
-value('Shared-Subscriptions-Not-Supported') -> 16#9E;
-%% 159: Connection rate exceeded; CONNACK, DISCONNECT
-value('Connection-Rate-Exceeded') -> 16#9F;
-%% 160: Maximum connect time; DISCONNECT
-value('Maximum-Connect-Time') -> 16#A0;
-%% 161: Subscription Identifiers not supported; SUBACK, DISCONNECT
-value('Subscription-Identifiers-Not-Supported') -> 16#A1;
-%% 162: Wildcard-Subscriptions-Not-Supported; SUBACK, DISCONNECT
-value('Wildcard-Subscriptions-Not-Supported') -> 16#A2.
-
diff --git a/src/emqx_packet.erl b/src/emqx_packet.erl
index fc23fb883..655bdd504 100644
--- a/src/emqx_packet.erl
+++ b/src/emqx_packet.erl
@@ -20,14 +20,14 @@
 
 -include("emqx_mqtt.hrl").
 
--export([protocol_name/1, type_name/1, connack_error/1]).
+-export([protocol_name/1, type_name/1]).
 
 -export([format/1]).
 
 -export([to_message/1, from_message/1]).
 
 %% @doc Protocol name of version
--spec(protocol_name(mqtt_vsn()) -> binary()).
+-spec(protocol_name(mqtt_version()) -> binary()).
 protocol_name(?MQTT_PROTO_V3) -> <<"MQIsdp">>;
 protocol_name(?MQTT_PROTO_V4) -> <<"MQTT">>;
 protocol_name(?MQTT_PROTO_V5) -> <<"MQTT">>.
@@ -37,16 +37,6 @@ protocol_name(?MQTT_PROTO_V5) -> <<"MQTT">>.
 type_name(Type) when Type > ?RESERVED andalso Type =< ?AUTH ->
     lists:nth(Type, ?TYPE_NAMES).
 
-%% @doc Connack Error
--spec(connack_error(mqtt_connack()) -> atom()).
-connack_error(?CONNACK_ACCEPT)      -> 'CONNACK_ACCEPT';
-connack_error(?CONNACK_PROTO_VER)   -> 'CONNACK_PROTO_VER';
-connack_error(?CONNACK_INVALID_ID)  -> 'CONNACK_INVALID_ID';
-connack_error(?CONNACK_SERVER)      -> 'CONNACK_SERVER';
-connack_error(?CONNACK_CREDENTIALS) -> 'CONNACK_CREDENTIALS';
-connack_error(?CONNACK_AUTH)        -> 'CONNACK_AUTH';
-connack_error(_ReasonCode)          -> 'CONNACK_UNKNOWN_ERR'.
-
 %% @doc From Message to Packet
 -spec(from_message(message()) -> mqtt_packet()).
 from_message(Msg = #message{qos     = Qos,
@@ -68,7 +58,7 @@ from_message(Msg = #message{qos     = Qos,
 to_message(#mqtt_packet{header   = #mqtt_packet_header{type   = ?PUBLISH,
                                                        retain = Retain,
                                                        qos    = Qos,
-                                                       dup    = Dup}, 
+                                                       dup    = Dup},
                         variable = #mqtt_packet_publish{topic_name = Topic,
                                                         packet_id  = PacketId,
                                                         properties = Props},
@@ -80,11 +70,11 @@ to_message(#mqtt_packet{header   = #mqtt_packet_header{type   = ?PUBLISH,
                 properties = Props};
 to_message(#mqtt_packet_connect{will_flag = false}) ->
     undefined;
-to_message(#mqtt_packet_connect{will_retain = Retain,
-                                will_qos    = Qos,
-                                will_topic  = Topic,
-                                will_props  = Props,
-                                will_msg    = Payload}) ->
+to_message(#mqtt_packet_connect{will_retain  = Retain,
+                                will_qos     = Qos,
+                                will_topic   = Topic,
+                                will_props   = Props,
+                                will_payload = Payload}) ->
     Msg = emqx_message:make(undefined, Topic, Payload),
     Msg#message{flags      = #{retain => Retain},
                 headers    = #{qos => Qos},
@@ -99,7 +89,7 @@ format_header(#mqtt_packet_header{type = Type,
                                   dup = Dup,
                                   qos = QoS,
                                   retain = Retain}, S) ->
-    S1 = if 
+    S1 = if
              S == undefined -> <<>>;
              true           -> [", ", S]
          end,
@@ -113,23 +103,23 @@ format_variable(Variable, Payload) ->
     io_lib:format("~s, Payload=~p", [format_variable(Variable), Payload]).
 
 format_variable(#mqtt_packet_connect{
-                 proto_ver   = ProtoVer,
-                 proto_name  = ProtoName,
-                 will_retain = WillRetain,
-                 will_qos    = WillQoS,
-                 will_flag   = WillFlag,
-                 clean_sess  = CleanSess,
-                 keep_alive  = KeepAlive,
-                 client_id   = ClientId,
-                 will_topic  = WillTopic, 
-                 will_msg    = WillMsg, 
-                 username    = Username, 
-                 password    = Password}) ->
-    Format = "ClientId=~s, ProtoName=~s, ProtoVsn=~p, CleanSess=~s, KeepAlive=~p, Username=~s, Password=~s",
-    Args = [ClientId, ProtoName, ProtoVer, CleanSess, KeepAlive, Username, format_password(Password)],
-    {Format1, Args1} = if 
-                        WillFlag -> { Format ++ ", Will(Q~p, R~p, Topic=~s, Msg=~s)",
-                                      Args ++ [WillQoS, i(WillRetain), WillTopic, WillMsg] };
+                 proto_ver    = ProtoVer,
+                 proto_name   = ProtoName,
+                 will_retain  = WillRetain,
+                 will_qos     = WillQoS,
+                 will_flag    = WillFlag,
+                 clean_start  = CleanStart,
+                 keepalive    = KeepAlive,
+                 client_id    = ClientId,
+                 will_topic   = WillTopic,
+                 will_payload = WillPayload,
+                 username     = Username,
+                 password     = Password}) ->
+    Format = "ClientId=~s, ProtoName=~s, ProtoVsn=~p, CleanStart=~s, KeepAlive=~p, Username=~s, Password=~s",
+    Args = [ClientId, ProtoName, ProtoVer, CleanStart, KeepAlive, Username, format_password(Password)],
+    {Format1, Args1} = if
+                        WillFlag -> { Format ++ ", Will(Q~p, R~p, Topic=~s, Payload=~p)",
+                                      Args ++ [WillQoS, i(WillRetain), WillTopic, WillPayload] };
                         true -> {Format, Args}
                        end,
     io_lib:format(Format1, Args1);
@@ -149,9 +139,9 @@ format_variable(#mqtt_packet_subscribe{packet_id     = PacketId,
                                        topic_filters = TopicFilters}) ->
     io_lib:format("PacketId=~p, TopicFilters=~p", [PacketId, TopicFilters]);
 
-format_variable(#mqtt_packet_unsubscribe{packet_id = PacketId,
-                                         topics    = Topics}) ->
-    io_lib:format("PacketId=~p, Topics=~p", [PacketId, Topics]);
+format_variable(#mqtt_packet_unsubscribe{packet_id     = PacketId,
+                                         topic_filters = Topics}) ->
+    io_lib:format("PacketId=~p, TopicFilters=~p", [PacketId, Topics]);
 
 format_variable(#mqtt_packet_suback{packet_id = PacketId,
                                     reason_codes = ReasonCodes}) ->
diff --git a/src/emqx_parser.erl b/src/emqx_parser.erl
index 5cb9aa20a..a7c6707f3 100644
--- a/src/emqx_parser.erl
+++ b/src/emqx_parser.erl
@@ -20,180 +20,198 @@
 
 -include("emqx_mqtt.hrl").
 
-%% API
 -export([initial_state/0, initial_state/1, parse/2]).
 
 -type(max_packet_size() :: 1..?MAX_PACKET_SIZE).
 
--type(state() :: #{maxlen := max_packet_size(), vsn := mqtt_vsn()}).
+-type(option() :: {max_len, max_packet_size()}
+                | {version, mqtt_version()}).
 
--spec(initial_state() -> {none, state()}).
-initial_state() ->
-    initial_state(?MAX_PACKET_SIZE).
+-type(state() :: {none, map()} | {more, fun()}).
+
+-export_type([option/0, state/0]).
 
 %% @doc Initialize a parser
--spec(initial_state(max_packet_size()) -> {none, state()}).
-initial_state(MaxSize) ->
-    {none, #{maxlen => MaxSize, vsn => ?MQTT_PROTO_V4}}.
+-spec(initial_state() -> {none, map()}).
+initial_state() -> initial_state([]).
+
+-spec(initial_state([option()]) -> {none, map()}).
+initial_state(Options) when is_list(Options) ->
+    {none, parse_opt(Options, #{max_len => ?MAX_PACKET_SIZE,
+                                version => ?MQTT_PROTO_V4})}.
+
+parse_opt([], Map) ->
+    Map;
+parse_opt([{version, Ver}|Opts], Map) ->
+    parse_opt(Opts, Map#{version := Ver});
+parse_opt([{max_len, Len}|Opts], Map) ->
+    parse_opt(Opts, Map#{max_len := Len});
+parse_opt([_|Opts], Map) ->
+    parse_opt(Opts, Map).
 
 %% @doc Parse MQTT Packet
--spec(parse(binary(), {none, state()} | fun())
-            -> {ok, mqtt_packet()} | {error, term()} | {more, fun()}).
-parse(<<>>, {none, State}) ->
-    {more, fun(Bin) -> parse(Bin, {none, State}) end};
-parse(<<Type:4, Dup:1, QoS:2, Retain:1, Rest/binary>>, {none, State}) ->
+-spec(parse(binary(), {none, map()} | fun())
+      -> {ok, mqtt_packet()} | {error, term()} | {more, fun()}).
+parse(<<>>, {none, Options}) ->
+    {more, fun(Bin) -> parse(Bin, {none, Options}) end};
+parse(<<Type:4, Dup:1, QoS:2, Retain:1, Rest/binary>>, {none, Options}) ->
     parse_remaining_len(Rest, #mqtt_packet_header{type   = Type,
                                                   dup    = bool(Dup),
                                                   qos    = fixqos(Type, QoS),
-                                                  retain = bool(Retain)}, State);
+                                                  retain = bool(Retain)}, Options);
 parse(Bin, Cont) -> Cont(Bin).
 
-parse_remaining_len(<<>>, Header, State) ->
-    {more, fun(Bin) -> parse_remaining_len(Bin, Header, State) end};
-parse_remaining_len(Rest, Header, State) ->
-    parse_remaining_len(Rest, Header, 1, 0, State).
+parse_remaining_len(<<>>, Header, Options) ->
+    {more, fun(Bin) -> parse_remaining_len(Bin, Header, Options) end};
+parse_remaining_len(Rest, Header, Options) ->
+    parse_remaining_len(Rest, Header, 1, 0, Options).
 
-parse_remaining_len(_Bin, _Header, _Multiplier, Length, #{maxlen := MaxLen})
+parse_remaining_len(_Bin, _Header, _Multiplier, Length, #{max_len := MaxLen})
     when Length > MaxLen ->
-    {error, invalid_mqtt_frame_len};
-parse_remaining_len(<<>>, Header, Multiplier, Length, State) ->
-    {more, fun(Bin) -> parse_remaining_len(Bin, Header, Multiplier, Length, State) end};
+    {error, mqtt_frame_too_long};
+parse_remaining_len(<<>>, Header, Multiplier, Length, Options) ->
+    {more, fun(Bin) -> parse_remaining_len(Bin, Header, Multiplier, Length, Options) end};
 %% Optimize: match PUBACK, PUBREC, PUBREL, PUBCOMP, UNSUBACK...
-parse_remaining_len(<<0:1, 2:7, Rest/binary>>, Header, 1, 0, State) ->
-    parse_frame(Rest, Header, 2, State);
+parse_remaining_len(<<0:1, 2:7, Rest/binary>>, Header, 1, 0, Options) ->
+    parse_frame(Rest, Header, 2, Options);
 %% optimize: match PINGREQ...
-parse_remaining_len(<<0:8, Rest/binary>>, Header, 1, 0, State) ->
-    parse_frame(Rest, Header, 0, State);
-parse_remaining_len(<<1:1, Len:7, Rest/binary>>, Header, Multiplier, Value, State) ->
-    parse_remaining_len(Rest, Header, Multiplier * ?HIGHBIT, Value + Len * Multiplier, State);
-parse_remaining_len(<<0:1, Len:7, Rest/binary>>, Header,  Multiplier, Value, State = #{maxlen := MaxLen}) ->
+parse_remaining_len(<<0:8, Rest/binary>>, Header, 1, 0, Options) ->
+    parse_frame(Rest, Header, 0, Options);
+parse_remaining_len(<<1:1, Len:7, Rest/binary>>, Header, Multiplier, Value, Options) ->
+    parse_remaining_len(Rest, Header, Multiplier * ?HIGHBIT, Value + Len * Multiplier, Options);
+parse_remaining_len(<<0:1, Len:7, Rest/binary>>, Header,  Multiplier, Value,
+                    Options = #{max_len := MaxLen}) ->
     FrameLen = Value + Len * Multiplier,
     if
-        FrameLen > MaxLen -> {error, invalid_mqtt_frame_len};
-        true -> parse_frame(Rest, Header, FrameLen, State)
+        FrameLen > MaxLen -> error(mqtt_frame_too_long);
+        true -> parse_frame(Rest, Header, FrameLen, Options)
     end.
 
-parse_frame(Bin, #mqtt_packet_header{type = Type, qos = Qos} = Header, Length, State = #{vsn := Vsn}) ->
-    case {Type, Bin} of
-        {?CONNECT, <<FrameBin:Length/binary, Rest/binary>>} ->
-            {ProtoName, Rest1} = parse_utf(FrameBin),
-            %% Fix mosquitto bridge: 0x83, 0x84
-            <<BridgeTag:4, ProtoVer:4, Rest2/binary>> = Rest1,
-            <<UsernameFlag : 1,
-              PasswordFlag : 1,
-              WillRetain   : 1,
-              WillQos      : 2,
-              WillFlag     : 1,
-              CleanSess    : 1,
-              _Reserved    : 1,
-              KeepAlive    : 16/big,
-              Rest3/binary>>   = Rest2,
-            {Properties, Rest4} = parse_properties(ProtoVer, Rest3),
-            {ClientId,  Rest5} = parse_utf(Rest4),
-            {WillProps, Rest6} = parse_will_props(Rest5, ProtoVer, WillFlag),
-            {WillTopic, Rest7} = parse_utf(Rest6, WillFlag),
-            {WillMsg,   Rest8} = parse_msg(Rest7, WillFlag),
-            {UserName,  Rest9} = parse_utf(Rest8, UsernameFlag),
-            {PasssWord, <<>>}  = parse_utf(Rest9, PasswordFlag),
-            case protocol_name_approved(ProtoVer, ProtoName) of
-                true ->
-                    wrap(Header,
-                         #mqtt_packet_connect{
-                           proto_ver   = ProtoVer,
-                           proto_name  = ProtoName,
-                           will_retain = bool(WillRetain),
-                           will_qos    = WillQos,
-                           will_flag   = bool(WillFlag),
-                           clean_sess  = bool(CleanSess),
-                           keep_alive  = KeepAlive,
-                           client_id   = ClientId,
-                           will_props  = WillProps,
-                           will_topic  = WillTopic,
-                           will_msg    = WillMsg,
-                           username    = UserName,
-                           password    = PasssWord,
-                           is_bridge   = (BridgeTag =:= 8),
-                           properties  = Properties}, Rest);
-               false ->
-                    {error, protocol_header_corrupt}
+parse_frame(Bin, Header, 0, _Options) ->
+    wrap(Header, Bin);
+
+parse_frame(Bin, Header, Length, Options) ->
+    case Bin of
+        <<FrameBin:Length/binary, Rest/binary>> ->
+            case parse_packet(Header, FrameBin, Options) of
+                {Variable, Payload} ->
+                    wrap(Header, Variable, Payload, Rest);
+                Variable ->
+                    wrap(Header, Variable, Rest)
             end;
-        {?CONNACK, <<FrameBin:Length/binary, Rest/binary>>} ->
-            <<_Reserved:7, SP:1, ReasonCode:8>> = FrameBin,
-            wrap(Header, #mqtt_packet_connack{ack_flags = SP,
-                                              reason_code = ReasonCode}, Rest);
-        {?PUBLISH, <<FrameBin:Length/binary, Rest/binary>>} ->
-            {TopicName, Rest1} = parse_utf(FrameBin),
-            {PacketId, Rest2} = case Qos of
-                                    0 -> {undefined, Rest1};
-                                    _ -> <<Id:16/big, R/binary>> = Rest1,
-                                         {Id, R}
-                                end,
-            {Properties, Payload} = parse_properties(Vsn, Rest2),
-            wrap(fixdup(Header), #mqtt_packet_publish{topic_name = TopicName,
-                                                      packet_id  = PacketId,
-                                                      properties = Properties},
-                 Payload, Rest);
-        {PubAck, <<FrameBin:Length/binary, Rest/binary>>}
-          when PubAck == ?PUBACK; PubAck == ?PUBREC; PubAck == ?PUBREL; PubAck == ?PUBCOMP ->
-            <<PacketId:16/big, Rest1/binary>> = FrameBin,
-            case Vsn == ?MQTT_PROTO_V5 of
-                true ->
-                    <<ReasonCode, Rest2/binary>> = Rest1,
-                    {Properties, Rest3} = parse_properties(Vsn, Rest2),
-                    wrap(Header, #mqtt_packet_puback{packet_id   = PacketId,
-                                                     reason_code = ReasonCode,
-                                                     properties  = Properties}, Rest3);
-                false ->
-                    wrap(Header, #mqtt_packet_puback{packet_id = PacketId}, Rest)
-            end;
-        {?SUBSCRIBE, <<FrameBin:Length/binary, Rest/binary>>} ->
-            %% 1 = Qos,
-            <<PacketId:16/big, Rest1/binary>> = FrameBin,
-            {Properties, Rest2} = parse_properties(Vsn, Rest1),
-            TopicFilters = parse_topics(?SUBSCRIBE, Rest2, []),
-            wrap(Header, #mqtt_packet_subscribe{packet_id     = PacketId,
-                                                properties    = Properties,
-                                                topic_filters = TopicFilters}, Rest);
-        {?SUBACK, <<FrameBin:Length/binary, Rest/binary>>} ->
-            <<PacketId:16/big, Rest1/binary>> = FrameBin,
-            {Properties, Rest2} = parse_properties(Vsn, Rest1),
-            wrap(Header, #mqtt_packet_suback{packet_id = PacketId, properties = Properties,
-                                             reason_codes = parse_qos(Rest2, [])}, Rest);
-        {?UNSUBSCRIBE, <<FrameBin:Length/binary, Rest/binary>>} ->
-            %% 1 = Qos,
-            <<PacketId:16/big, Rest1/binary>> = FrameBin,
-            {Properties, Rest2} = parse_properties(Vsn, Rest1),
-            Topics = parse_topics(?UNSUBSCRIBE, Rest2, []),
-            wrap(Header, #mqtt_packet_unsubscribe{packet_id  = PacketId,
-                                                  properties = Properties,
-                                                  topics     = Topics}, Rest);
-        {?UNSUBACK, <<FrameBin:Length/binary, Rest/binary>>} ->
-            <<PacketId:16/big, Rest1/binary>> = FrameBin,
-            {Properties, _Rest2} = parse_properties(Vsn, Rest1),
-            wrap(Header, #mqtt_packet_unsuback{packet_id = PacketId,
-                                               properties = Properties}, Rest);
-        {?PINGREQ, Rest} ->
-            Length = 0,
-            wrap(Header, Rest);
-        {?PINGRESP, Rest} ->
-            Length = 0,
-            wrap(Header, Rest);
-        {?DISCONNECT, <<FrameBin:Length/binary, Rest/binary>>} ->
-            if
-                Vsn == ?MQTT_PROTO_V5 ->
-                    <<ReasonCode, Rest1/binary>> = FrameBin,
-                    {Properties, Rest2} = parse_properties(Vsn, Rest1),
-                    wrap(Header, #mqtt_packet_disconnect{reason_code = ReasonCode,
-                                                         properties  = Properties}, Rest2);
-                true ->
-                    Length = 0, wrap(Header, Rest)
-            end;
-        {_, TooShortBin} ->
+        TooShortBin ->
             {more, fun(BinMore) ->
-                       parse_frame(<<TooShortBin/binary, BinMore/binary>>, Header, Length, State)
+                       parse_frame(<<TooShortBin/binary, BinMore/binary>>, Header, Length, Options)
                    end}
     end.
 
+parse_packet(#mqtt_packet_header{type = ?CONNECT}, FrameBin, _Options) ->
+    {ProtoName, Rest} = parse_utf8_string(FrameBin),
+    <<BridgeTag:4, ProtoVer:4, Rest1/binary>> = Rest,
+    <<UsernameFlag : 1,
+      PasswordFlag : 1,
+      WillRetain   : 1,
+      WillQos      : 2,
+      WillFlag     : 1,
+      CleanStart   : 1,
+      _Reserved    : 1,
+      KeepAlive    : 16/big,
+      Rest2/binary>> = Rest1,
+    case protocol_name_approved(ProtoVer, ProtoName) of
+        true  -> ok;
+        false -> error(protocol_name_unapproved)
+    end,
+    {Properties, Rest3} = parse_properties(Rest2, ProtoVer),
+    {ClientId, Rest4} = parse_utf8_string(Rest3),
+    ConnPacket = #mqtt_packet_connect{proto_name   = ProtoName,
+                                      proto_ver    = ProtoVer,
+                                      is_bridge    = (BridgeTag =:= 8),
+                                      clean_start  = bool(CleanStart),
+                                      will_flag    = bool(WillFlag),
+                                      will_qos     = WillQos,
+                                      will_retain  = bool(WillRetain),
+                                      keepalive    = KeepAlive,
+                                      properties   = Properties,
+                                      client_id    = ClientId},
+    {ConnPacket1, Rest5} = parse_will_message(ConnPacket, Rest4),
+    {Username, Rest6} = parse_utf8_string(Rest5, bool(UsernameFlag)),
+    {Passsword, <<>>} = parse_utf8_string(Rest6, bool(PasswordFlag)),
+    ConnPacket1#mqtt_packet_connect{username = Username, password = Passsword};
+
+parse_packet(#mqtt_packet_header{type = ?CONNACK},
+             <<AckFlags:8, ReasonCode:8, Rest/binary>>, #{version := Ver}) ->
+    {Properties, <<>>} = parse_properties(Rest, Ver),
+    #mqtt_packet_connack{ack_flags   = AckFlags,
+                         reason_code = ReasonCode,
+                         properties  = Properties};
+
+parse_packet(#mqtt_packet_header{type = ?PUBLISH, qos = QoS}, Bin,
+             #{version := Ver}) ->
+    {TopicName, Rest} = parse_utf8_string(Bin),
+    {PacketId, Rest1} = case QoS of
+                            ?QOS_0 -> {undefined, Rest};
+                            _ -> parse_packet_id(Rest)
+                        end,
+    {Properties, Payload} = parse_properties(Rest1, Ver),
+    {#mqtt_packet_publish{topic_name = TopicName,
+                          packet_id  = PacketId,
+                          properties = Properties}, Payload};
+
+parse_packet(#mqtt_packet_header{type = PubAck}, <<PacketId:16/big>>, _Options)
+    when ?PUBACK =< PubAck, PubAck =< ?PUBCOMP ->
+    #mqtt_packet_puback{packet_id = PacketId, reason_code = 0};
+parse_packet(#mqtt_packet_header{type = PubAck}, <<PacketId:16/big, ReasonCode, Rest/binary>>,
+             #{version := Ver = ?MQTT_PROTO_V5})
+    when ?PUBACK =< PubAck, PubAck =< ?PUBCOMP ->
+    {Properties, <<>>} = parse_properties(Rest, Ver),
+    #mqtt_packet_puback{packet_id   = PacketId,
+                        reason_code = ReasonCode,
+                        properties  = Properties};
+
+parse_packet(#mqtt_packet_header{type = ?SUBSCRIBE}, <<PacketId:16/big, Rest/binary>>,
+             #{version := Ver}) ->
+    {Properties, Rest1} = parse_properties(Rest, Ver),
+    TopicFilters = parse_topic_filters(subscribe, Rest1),
+    #mqtt_packet_subscribe{packet_id     = PacketId,
+                           properties    = Properties,
+                           topic_filters = TopicFilters};
+
+parse_packet(#mqtt_packet_header{type = ?SUBACK}, <<PacketId:16/big, Rest/binary>>,
+             #{version := Ver}) ->
+    {Properties, Rest1} = parse_properties(Rest, Ver),
+    #mqtt_packet_suback{packet_id    = PacketId,
+                        properties   = Properties,
+                        reason_codes = parse_reason_codes(Rest1)};
+
+parse_packet(#mqtt_packet_header{type = ?UNSUBSCRIBE}, <<PacketId:16/big, Rest/binary>>,
+             #{version := Ver}) ->
+    {Properties, Rest1} = parse_properties(Rest, Ver),
+    TopicFilters = parse_topic_filters(unsubscribe, Rest1),
+    #mqtt_packet_unsubscribe{packet_id     = PacketId,
+                             properties    = Properties,
+                             topic_filters = TopicFilters};
+
+parse_packet(#mqtt_packet_header{type = ?UNSUBACK}, <<PacketId:16/big>>, _Options) ->
+    #mqtt_packet_unsuback{packet_id = PacketId};
+parse_packet(#mqtt_packet_header{type = ?UNSUBACK}, <<PacketId:16/big, Rest/binary>>,
+             #{version := Ver}) ->
+    {Properties, Rest1} = parse_properties(Rest, Ver),
+    ReasonCodes = parse_reason_codes(Rest1),
+    #mqtt_packet_unsuback{packet_id    = PacketId,
+                          properties   = Properties,
+                          reason_codes = ReasonCodes};
+
+parse_packet(#mqtt_packet_header{type = ?DISCONNECT}, <<ReasonCode, Rest/binary>>,
+             #{version := ?MQTT_PROTO_V5}) ->
+    {Properties, <<>>} = parse_properties(Rest, ?MQTT_PROTO_V5),
+    #mqtt_packet_disconnect{reason_code = ReasonCode,
+                            properties  = Properties};
+
+parse_packet(#mqtt_packet_header{type = ?AUTH}, <<ReasonCode, Rest/binary>>,
+             #{version := ?MQTT_PROTO_V5}) ->
+    {Properties, <<>>} = parse_properties(Rest, ?MQTT_PROTO_V5),
+    #mqtt_packet_auth{reason_code = ReasonCode, properties = Properties}.
+
 wrap(Header, Variable, Payload, Rest) ->
     {ok, #mqtt_packet{header = Header, variable = Variable, payload = Payload}, Rest}.
 wrap(Header, Variable, Rest) ->
@@ -201,111 +219,100 @@ wrap(Header, Variable, Rest) ->
 wrap(Header, Rest) ->
     {ok, #mqtt_packet{header = Header}, Rest}.
 
-parse_will_props(Bin, ProtoVer = ?MQTT_PROTO_V5, 1) ->
-    parse_properties(ProtoVer, Bin);
-parse_will_props(Bin, _ProtoVer, _WillFlag) ->
-    {#{}, Bin}.
+protocol_name_approved(Ver, Name) ->
+    lists:member({Ver, Name}, ?PROTOCOL_NAMES).
 
-parse_properties(?MQTT_PROTO_V5, Bin) ->
+parse_will_message(Packet = #mqtt_packet_connect{will_flag = true,
+                                                 proto_ver = Ver}, Bin) ->
+    {Props, Rest} = parse_properties(Bin, Ver),
+    {Topic, Rest1} = parse_utf8_string(Rest),
+    {Payload, Rest2} = parse_binary_data(Rest1),
+    {Packet#mqtt_packet_connect{will_props   = Props,
+                                will_topic   = Topic,
+                                will_payload = Payload}, Rest2};
+parse_will_message(Packet, Bin) ->
+    {Packet, Bin}.
+
+parse_packet_id(<<PacketId:16/big, Rest/binary>>) ->
+    {PacketId, Rest}.
+
+parse_properties(Bin, Ver) when Ver =/= ?MQTT_PROTO_V5 ->
+    {undefined, Bin};
+parse_properties(<<0, Rest/binary>>, ?MQTT_PROTO_V5) ->
+    {#{}, Rest};
+parse_properties(Bin, ?MQTT_PROTO_V5) ->
     {Len, Rest} = parse_variable_byte_integer(Bin),
     <<PropsBin:Len/binary, Rest1/binary>> = Rest,
-    {parse_property(PropsBin, #{}), Rest1};
-parse_properties(_MQTT_PROTO_V3, Bin) ->
-    {#{}, Bin}. %% No properties.
+    {parse_property(PropsBin, #{}), Rest1}.
 
 parse_property(<<>>, Props) ->
     Props;
-%% 01: 'Payload-Format-Indicator', Byte;
 parse_property(<<16#01, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Payload-Format-Indicator' => Val});
-%% 02: 'Message-Expiry-Interval', Four Byte Integer;
 parse_property(<<16#02, Val:32/big, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Message-Expiry-Interval' => Val});
-%% 03: 'Content-Type', UTF-8 Encoded String;
 parse_property(<<16#03, Bin/binary>>, Props) ->
-    {Val, Rest} = parse_utf(Bin),
+    {Val, Rest} = parse_utf8_string(Bin),
     parse_property(Rest, Props#{'Content-Type' => Val});
-%% 08: 'Response-Topic', UTF-8 Encoded String;
 parse_property(<<16#08, Bin/binary>>, Props) ->
-    {Val, Rest} = parse_utf(Bin),
+    {Val, Rest} = parse_utf8_string(Bin),
     parse_property(Rest, Props#{'Response-Topic' => Val});
-%% 09: 'Correlation-Data', Binary Data;
 parse_property(<<16#09, Len:16/big, Val:Len/binary, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Correlation-Data' => Val});
-%% 11: 'Subscription-Identifier', Variable Byte Integer;
 parse_property(<<16#0B, Bin/binary>>, Props) ->
     {Val, Rest} = parse_variable_byte_integer(Bin),
     parse_property(Rest, Props#{'Subscription-Identifier' => Val});
-%% 17: 'Session-Expiry-Interval', Four Byte Integer;
 parse_property(<<16#11, Val:32/big, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Session-Expiry-Interval' => Val});
-%% 18: 'Assigned-Client-Identifier', UTF-8 Encoded String;
 parse_property(<<16#12, Bin/binary>>, Props) ->
-    {Val, Rest} = parse_utf(Bin),
+    {Val, Rest} = parse_utf8_string(Bin),
     parse_property(Rest, Props#{'Assigned-Client-Identifier' => Val});
-%% 19: 'Server-Keep-Alive', Two Byte Integer;
 parse_property(<<16#13, Val:16, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Server-Keep-Alive' => Val});
-%% 21: 'Authentication-Method', UTF-8 Encoded String;
 parse_property(<<16#15, Bin/binary>>, Props) ->
-    {Val, Rest} = parse_utf(Bin),
+    {Val, Rest} = parse_utf8_string(Bin),
     parse_property(Rest, Props#{'Authentication-Method' => Val});
-%% 22: 'Authentication-Data', Binary Data;
 parse_property(<<16#16, Len:16/big, Val:Len/binary, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Authentication-Data' => Val});
-%% 23: 'Request-Problem-Information', Byte;
 parse_property(<<16#17, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Request-Problem-Information' => Val});
-%% 24: 'Will-Delay-Interval', Four Byte Integer;
 parse_property(<<16#18, Val:32, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Will-Delay-Interval' => Val});
-%% 25: 'Request-Response-Information', Byte;
 parse_property(<<16#19, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Request-Response-Information' => Val});
-%% 26: 'Response Information', UTF-8 Encoded String;
 parse_property(<<16#1A, Bin/binary>>, Props) ->
-    {Val, Rest} = parse_utf(Bin),
+    {Val, Rest} = parse_utf8_string(Bin),
     parse_property(Rest, Props#{'Response-Information' => Val});
-%% 28: 'Server-Reference', UTF-8 Encoded String;
 parse_property(<<16#1C, Bin/binary>>, Props) ->
-    {Val, Rest} = parse_utf(Bin),
+    {Val, Rest} = parse_utf8_string(Bin),
     parse_property(Rest, Props#{'Server-Reference' => Val});
-%% 31: 'Reason-String', UTF-8 Encoded String;
 parse_property(<<16#1F, Bin/binary>>, Props) ->
-    {Val, Rest} = parse_utf(Bin),
+    {Val, Rest} = parse_utf8_string(Bin),
     parse_property(Rest, Props#{'Reason-String' => Val});
-%% 33: 'Receive-Maximum', Two Byte Integer;
 parse_property(<<16#21, Val:16/big, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Receive-Maximum' => Val});
-%% 34: 'Topic-Alias-Maximum', Two Byte Integer;
 parse_property(<<16#22, Val:16/big, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Topic-Alias-Maximum' => Val});
-%% 35: 'Topic-Alias', Two Byte Integer;
 parse_property(<<16#23, Val:16/big, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Topic-Alias' => Val});
-%% 36: 'Maximum-QoS', Byte;
 parse_property(<<16#24, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Maximum-QoS' => Val});
-%% 37: 'Retain-Available', Byte;
 parse_property(<<16#25, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Retain-Available' => Val});
-%% 38: 'User-Property', UTF-8 String Pair;
 parse_property(<<16#26, Bin/binary>>, Props) ->
-    {Pair, Rest} = parse_utf_pair(Bin),
-    parse_property(Rest, case maps:find('User-Property', Props) of
-                             {ok, UserProps} -> Props#{'User-Property' := [Pair | UserProps]};
-                             error -> Props#{'User-Property' := [Pair]}
-                         end);
-%% 39: 'Maximum-Packet-Size', Four Byte Integer;
+    {Pair, Rest} = parse_utf8_pair(Bin),
+    case maps:find('User-Property', Props) of
+        {ok, UserProps} ->
+            parse_property(Rest,Props#{'User-Property' := [Pair|UserProps]});
+        error ->
+            parse_property(Rest, Props#{'User-Property' => [Pair]})
+    end;
 parse_property(<<16#27, Val:32, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Maximum-Packet-Size' => Val});
-%% 40: 'Wildcard-Subscription-Available', Byte;
 parse_property(<<16#28, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Wildcard-Subscription-Available' => Val});
-%% 41: 'Subscription-Identifier-Available', Byte;
 parse_property(<<16#29, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Subscription-Identifier-Available' => Val});
-%% 42: 'Shared-Subscription-Available', Byte;
 parse_property(<<16#2A, Val, Bin/binary>>, Props) ->
     parse_property(Bin, Props#{'Shared-Subscription-Available' => Val}).
 
@@ -316,53 +323,36 @@ parse_variable_byte_integer(<<1:1, Len:7, Rest/binary>>, Multiplier, Value) ->
 parse_variable_byte_integer(<<0:1, Len:7, Rest/binary>>, Multiplier, Value) ->
     {Value + Len * Multiplier, Rest}.
 
-parse_topics(_Packet, <<>>, Topics) ->
-    lists:reverse(Topics);
-parse_topics(?SUBSCRIBE = Sub, Bin, Topics) ->
-    {Name, <<_Reserved:2, RetainHandling:2, KeepRetain:1, NoLocal:1, QoS:2, Rest/binary>>} = parse_utf(Bin),
-    SubOpts = [{qos, QoS}, {retain_handling, RetainHandling}, {keep_retain, KeepRetain}, {no_local, NoLocal}],
-    parse_topics(Sub, Rest, [{Name, SubOpts}| Topics]);
-parse_topics(?UNSUBSCRIBE = Sub, Bin, Topics) ->
-    {Name, <<Rest/binary>>} = parse_utf(Bin),
-    parse_topics(Sub, Rest, [Name | Topics]).
+parse_topic_filters(subscribe, Bin) ->
+    [{Topic,  #mqtt_subopts{rh = Rh, rap = Rap, nl = Nl, qos = QoS}}
+     || <<Len:16/big, Topic:Len/binary, _:2, Rh:2, Rap:1, Nl:1, QoS:2>> <= Bin];
 
-parse_qos(<<>>, Acc) ->
-    lists:reverse(Acc);
-parse_qos(<<QoS:8/unsigned, Rest/binary>>, Acc) ->
-    parse_qos(Rest, [QoS | Acc]).
+parse_topic_filters(unsubscribe, Bin) ->
+    [Topic || <<Len:16/big, Topic:Len/binary>> <= Bin].
 
-parse_utf_pair(Bin) ->
+parse_reason_codes(Bin) ->
+    [Code || <<Code>> <= Bin].
+
+parse_utf8_pair(Bin) ->
     [{Name, Value} || <<Len:16/big, Name:Len/binary, Len2:16/big, Value:Len2/binary>> <= Bin].
 
-parse_utf(Bin, 0) ->
+parse_utf8_string(Bin, false) ->
     {undefined, Bin};
-parse_utf(Bin, _) ->
-    parse_utf(Bin).
+parse_utf8_string(Bin, true) ->
+    parse_utf8_string(Bin).
 
-parse_utf(<<Len:16/big, Str:Len/binary, Rest/binary>>) ->
+parse_utf8_string(<<Len:16/big, Str:Len/binary, Rest/binary>>) ->
     {Str, Rest}.
 
-parse_msg(Bin, 0) ->
-    {undefined, Bin};
-parse_msg(<<Len:16/big, Msg:Len/binary, Rest/binary>>, _) ->
-    {Msg, Rest}.
+parse_binary_data(<<Len:16/big, Data:Len/binary, Rest/binary>>) ->
+    {Data, Rest}.
 
 bool(0) -> false;
 bool(1) -> true.
 
-protocol_name_approved(Ver, Name) ->
-    lists:member({Ver, Name}, ?PROTOCOL_NAMES).
-
 %% Fix Issue#575
 fixqos(?PUBREL, 0)      -> 1;
 fixqos(?SUBSCRIBE, 0)   -> 1;
 fixqos(?UNSUBSCRIBE, 0) -> 1;
 fixqos(_Type, QoS)      -> QoS.
 
-%% Fix Issue#1319
-fixdup(Header = #mqtt_packet_header{qos = ?QOS0, dup = true}) ->
-    Header#mqtt_packet_header{dup = false};
-fixdup(Header = #mqtt_packet_header{qos = ?QOS2, dup = true}) ->
-    Header#mqtt_packet_header{dup = false};
-fixdup(Header) -> Header.
-
diff --git a/src/emqx_protocol.erl b/src/emqx_protocol.erl
index f301378cf..370ab4739 100644
--- a/src/emqx_protocol.erl
+++ b/src/emqx_protocol.erl
@@ -25,7 +25,7 @@
 -import(proplists, [get_value/2, get_value/3]).
 
 %% API
--export([init/3, init/4, info/1, stats/1, clientid/1, client/1, session/1]).
+-export([init/3, init/4, get/2, info/1, stats/1, clientid/1, client/1, session/1]).
 
 -export([subscribe/2, unsubscribe/2, pubrel/2, shutdown/2]).
 
@@ -43,14 +43,14 @@
 %% Protocol State
 %% ws_initial_headers: Headers from first HTTP request for WebSocket Client.
 -record(proto_state, {peername, sendfun, connected = false, client_id, client_pid,
-                      clean_sess, proto_ver, proto_name, username, is_superuser,
+                      clean_start, proto_ver, proto_name, username, is_superuser,
                       will_msg, keepalive, keepalive_backoff, max_clientid_len,
                       session, stats_data, mountpoint, ws_initial_headers,
                       peercert_username, is_bridge, connected_at}).
 
 -type(proto_state() :: #proto_state{}).
 
--define(INFO_KEYS, [client_id, username, clean_sess, proto_ver, proto_name,
+-define(INFO_KEYS, [client_id, username, clean_start, proto_ver, proto_name,
                     keepalive, will_msg, ws_initial_headers, mountpoint,
                     peercert_username, connected_at]).
 
@@ -98,6 +98,12 @@ repl_username_with_peercert(State = #proto_state{peercert_username = undefined})
 repl_username_with_peercert(State = #proto_state{peercert_username = PeerCert}) ->
     State#proto_state{username = PeerCert}.
 
+%%TODO::
+get(proto_ver, #proto_state{proto_ver = Ver}) ->
+    Ver;
+get(_, _ProtoState) ->
+    undefined.
+
 info(ProtoState) ->
     ?record_to_proplist(proto_state, ProtoState, ?INFO_KEYS).
 
@@ -111,7 +117,7 @@ client(#proto_state{client_id          = ClientId,
                     client_pid         = ClientPid,
                     peername           = Peername,
                     username           = Username,
-                    clean_sess         = CleanSess,
+                    clean_start        = CleanStart,
                     proto_ver          = ProtoVer,
                     keepalive          = Keepalive,
                     will_msg           = WillMsg,
@@ -133,7 +139,7 @@ session(#proto_state{session = Session}) ->
 
 %% CONNECT – Client requests a connection to a Server
 
-%% A Client can only send the CONNECT Packet once over a Network Connection. 
+%% A Client can only send the CONNECT Packet once over a Network Connection.
 -spec(received(mqtt_packet(), proto_state()) -> {ok, proto_state()} | {error, term()}).
 received(Packet = ?PACKET(?CONNECT),
          State = #proto_state{connected = false, stats_data = Stats}) ->
@@ -188,8 +194,8 @@ process(?CONNECT_PACKET(Var), State0) ->
                          proto_name = ProtoName,
                          username   = Username,
                          password   = Password,
-                         clean_sess = CleanSess,
-                         keep_alive = KeepAlive,
+                         clean_start= CleanStart,
+                         keepalive  = KeepAlive,
                          client_id  = ClientId,
                          is_bridge  = IsBridge} = Var,
 
@@ -198,7 +204,7 @@ process(?CONNECT_PACKET(Var), State0) ->
                                   proto_name   = ProtoName,
                                   username     = Username,
                                   client_id    = ClientId,
-                                  clean_sess   = CleanSess,
+                                  clean_start  = CleanStart,
                                   keepalive    = KeepAlive,
                                   will_msg     = willmsg(Var, State0),
                                   is_bridge    = IsBridge,
@@ -206,14 +212,14 @@ process(?CONNECT_PACKET(Var), State0) ->
 
     {ReturnCode1, SessPresent, State3} =
     case validate_connect(Var, State1) of
-        ?CONNACK_ACCEPT ->
+        ?RC_SUCCESS ->
             case authenticate(client(State1), Password) of
                 {ok, IsSuperuser} ->
                     %% Generate clientId if null
                     State2 = maybe_set_clientid(State1),
 
                     %% Start session
-                    case emqx_sm:open_session(#{clean_start => CleanSess,
+                    case emqx_sm:open_session(#{clean_start => CleanStart,
                                                 client_id   => clientid(State2),
                                                 username    => Username,
                                                 client_pid  => self()}) of
@@ -227,13 +233,13 @@ process(?CONNECT_PACKET(Var), State0) ->
                             %% Emit Stats
                             self() ! emit_stats,
                             %% ACCEPT
-                            {?CONNACK_ACCEPT, SP, State2#proto_state{session = Session, is_superuser = IsSuperuser}};
+                            {?RC_SUCCESS, SP, State2#proto_state{session = Session, is_superuser = IsSuperuser}};
                         {error, Error} ->
                             {stop, {shutdown, Error}, State2}
                     end;
                 {error, Reason}->
                     ?LOG(error, "Username '~s' login failed for ~p", [Username, Reason], State1),
-                    {?CONNACK_CREDENTIALS, false, State1}
+                    {?RC_BAD_USER_NAME_OR_PASSWORD, false, State1}
             end;
         ReturnCode ->
             {ReturnCode, false, State1}
@@ -252,19 +258,19 @@ process(Packet = ?PUBLISH_PACKET(_Qos, Topic, _PacketId, _Payload), State = #pro
     end,
     {ok, State};
 
-process(?PUBACK_PACKET(?PUBACK, PacketId), State = #proto_state{session = Session}) ->
+process(?PUBACK_PACKET(PacketId), State = #proto_state{session = Session}) ->
     emqx_session:puback(Session, PacketId),
     {ok, State};
 
-process(?PUBACK_PACKET(?PUBREC, PacketId), State = #proto_state{session = Session}) ->
+process(?PUBREC_PACKET(PacketId), State = #proto_state{session = Session}) ->
     emqx_session:pubrec(Session, PacketId),
     send(?PUBREL_PACKET(PacketId), State);
 
-process(?PUBACK_PACKET(?PUBREL, PacketId), State = #proto_state{session = Session}) ->
+process(?PUBREL_PACKET(PacketId), State = #proto_state{session = Session}) ->
     emqx_session:pubrel(Session, PacketId),
-    send(?PUBACK_PACKET(?PUBCOMP, PacketId), State);
+    send(?PUBCOMP_PACKET(PacketId), State);
 
-process(?PUBACK_PACKET(?PUBCOMP, PacketId), State = #proto_state{session = Session})->
+process(?PUBCOMP_PACKET(PacketId), State = #proto_state{session = Session})->
     emqx_session:pubcomp(Session, PacketId), {ok, State};
 
 %% Protect from empty topic table
@@ -346,7 +352,10 @@ with_puback(Type, Packet = ?PUBLISH_PACKET(_Qos, PacketId),
     Msg1 = Msg#message{from = #client{client_id = ClientId, username = Username}},
     case emqx_session:publish(Session, mount(replvar(MountPoint, State), Msg1)) of
         ok ->
-            send(?PUBACK_PACKET(Type, PacketId), State);
+            case Type of
+                ?PUBACK -> send(?PUBACK_PACKET(PacketId), State);
+                ?PUBREC -> send(?PUBREC_PACKET(PacketId), State)
+            end;
         {error, Error} ->
             ?LOG(error, "PUBLISH ~p error: ~p", [PacketId, Error], State)
     end.
@@ -390,11 +399,10 @@ inc_stats(Type, PktPos, PktCnt, MsgPos, MsgCnt, Stats) ->
         false -> Stats1
     end.
 
-stop_if_auth_failure(RC, State) when RC == ?CONNACK_CREDENTIALS; RC == ?CONNACK_AUTH ->
-    {stop, {shutdown, auth_failure}, State};
-
-stop_if_auth_failure(_RC, State) ->
-    {ok, State}.
+stop_if_auth_failure(?RC_SUCCESS, State) ->
+    {ok, State};
+stop_if_auth_failure(RC, State) when RC =/= ?RC_SUCCESS ->
+    {stop, {shutdown, auth_failure}, State}.
 
 shutdown(_Error, #proto_state{client_id = undefined}) ->
     ignore;
@@ -450,15 +458,13 @@ start_keepalive(Sec, #proto_state{keepalive_backoff = Backoff}) when Sec > 0 ->
 
 validate_connect(Connect = #mqtt_packet_connect{}, ProtoState) ->
     case validate_protocol(Connect) of
-        true -> 
+        true ->
             case validate_clientid(Connect, ProtoState) of
-                true -> 
-                    ?CONNACK_ACCEPT;
-                false -> 
-                    ?CONNACK_INVALID_ID
+                true  -> ?RC_SUCCESS;
+                false -> ?RC_CLIENT_IDENTIFIER_NOT_VALID
             end;
-        false -> 
-            ?CONNACK_PROTO_VER
+        false ->
+            ?RC_UNSUPPORTED_PROTOCOL_VERSION
     end.
 
 validate_protocol(#mqtt_packet_connect{proto_ver = Ver, proto_name = Name}) ->
@@ -469,10 +475,10 @@ validate_clientid(#mqtt_packet_connect{client_id = ClientId},
     when (byte_size(ClientId) >= 1) andalso (byte_size(ClientId) =< MaxLen) ->
     true;
 
-%% Issue#599: Null clientId and clean_sess = false
-validate_clientid(#mqtt_packet_connect{client_id  = ClientId,
-                                       clean_sess = CleanSess}, _ProtoState)
-    when byte_size(ClientId) == 0 andalso (not CleanSess) ->
+%% Issue#599: Null clientId and clean_start = false
+validate_clientid(#mqtt_packet_connect{client_id   = ClientId,
+                                       clean_start = CleanStart}, _ProtoState)
+    when byte_size(ClientId) == 0 andalso (not CleanStart) ->
     false;
 
 %% MQTT3.1.1 allow null clientId.
@@ -481,10 +487,10 @@ validate_clientid(#mqtt_packet_connect{proto_ver =?MQTT_PROTO_V4,
     when byte_size(ClientId) =:= 0 ->
     true;
 
-validate_clientid(#mqtt_packet_connect{proto_ver  = ProtoVer,
-                                       clean_sess = CleanSess}, ProtoState) ->
-    ?LOG(warning, "Invalid clientId. ProtoVer: ~p, CleanSess: ~s",
-         [ProtoVer, CleanSess], ProtoState),
+validate_clientid(#mqtt_packet_connect{proto_ver   = ProtoVer,
+                                       clean_start = CleanStart}, ProtoState) ->
+    ?LOG(warning, "Invalid clientId. ProtoVer: ~p, CleanStart: ~s",
+         [ProtoVer, CleanStart], ProtoState),
     false.
 
 validate_packet(?PUBLISH_PACKET(_Qos, Topic, _PacketId, _Payload)) ->
@@ -499,7 +505,7 @@ validate_packet(?SUBSCRIBE_PACKET(_PacketId, TopicTable)) ->
 validate_packet(?UNSUBSCRIBE_PACKET(_PacketId, Topics)) ->
     validate_topics(filter, Topics);
 
-validate_packet(_Packet) -> 
+validate_packet(_Packet) ->
     ok.
 
 validate_topics(_Type, []) ->
diff --git a/src/emqx_reason_codes.erl b/src/emqx_reason_codes.erl
new file mode 100644
index 000000000..029914f48
--- /dev/null
+++ b/src/emqx_reason_codes.erl
@@ -0,0 +1,110 @@
+%%%===================================================================
+%%% Copyright (c) 2013-2018 EMQ Inc. All rights reserved.
+%%%
+%%% Licensed under the Apache License, Version 2.0 (the "License");
+%%% you may not use this file except in compliance with the License.
+%%% You may obtain a copy of the License at
+%%%
+%%%     http://www.apache.org/licenses/LICENSE-2.0
+%%%
+%%% Unless required by applicable law or agreed to in writing, software
+%%% distributed under the License is distributed on an "AS IS" BASIS,
+%%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+%%% See the License for the specific language governing permissions and
+%%% limitations under the License.
+%%%===================================================================
+
+-module(emqx_reason_codes).
+
+-export([name/1, text/1]).
+
+name(16#00) -> success;
+name(16#01) -> granted_qos1;
+name(16#02) -> granted_qos2;
+name(16#04) -> disconnect_with_will_message;
+name(16#10) -> no_matching_subscribers;
+name(16#11) -> no_subscription_existed;
+name(16#18) -> continue_authentication;
+name(16#19) -> re_authenticate;
+name(16#80) -> unspecified_error;
+name(16#81) -> malformed_Packet;
+name(16#82) -> protocol_error;
+name(16#83) -> implementation_specific_error;
+name(16#84) -> unsupported_protocol_version;
+name(16#85) -> client_identifier_not_valid;
+name(16#86) -> bad_username_or_password;
+name(16#87) -> not_authorized;
+name(16#88) -> server_unavailable;
+name(16#89) -> server_busy;
+name(16#8A) -> banned;
+name(16#8B) -> server_shutting_down;
+name(16#8C) -> bad_authentication_method;
+name(16#8D) -> keepalive_timeout;
+name(16#8E) -> session_taken_over;
+name(16#8F) -> topic_filter_invalid;
+name(16#90) -> topic_name_invalid;
+name(16#91) -> packet_identifier_inuse;
+name(16#92) -> packet_identifier_not_found;
+name(16#93) -> receive_maximum_exceeded;
+name(16#94) -> topic_alias_invalid;
+name(16#95) -> packet_too_large;
+name(16#96) -> message_rate_too_high;
+name(16#97) -> quota_exceeded;
+name(16#98) -> administrative_action;
+name(16#99) -> payload_format_invalid;
+name(16#9A) -> retain_not_supported;
+name(16#9B) -> qos_not_supported;
+name(16#9C) -> use_another_server;
+name(16#9D) -> server_moved;
+name(16#9E) -> shared_subscriptions_not_supported;
+name(16#9F) -> connection_rate_exceeded;
+name(16#A0) -> maximum_connect_time;
+name(16#A1) -> subscription_identifiers_not_supported;
+name(16#A2) -> wildcard_subscriptions_not_supported;
+name(Code)  -> list_to_atom("unkown_" ++ integer_to_list(Code)).
+
+text(16#00) -> <<"Success">>;
+text(16#01) -> <<"Granted QoS 1">>;
+text(16#02) -> <<"Granted QoS 2">>;
+text(16#04) -> <<"Disconnect with Will Message">>;
+text(16#10) -> <<"No matching subscribers">>;
+text(16#11) -> <<"No subscription existed">>;
+text(16#18) -> <<"Continue authentication">>;
+text(16#19) -> <<"Re-authenticate">>;
+text(16#80) -> <<"Unspecified error">>;
+text(16#81) -> <<"Malformed Packet">>;
+text(16#82) -> <<"Protocol Error">>;
+text(16#83) -> <<"Implementation specific error">>;
+text(16#84) -> <<"Unsupported Protocol Version">>;
+text(16#85) -> <<"Client Identifier not valid">>;
+text(16#86) -> <<"Bad User Name or Password">>;
+text(16#87) -> <<"Not authorized">>;
+text(16#88) -> <<"Server unavailable">>;
+text(16#89) -> <<"Server busy">>;
+text(16#8A) -> <<"Banned">>;
+text(16#8B) -> <<"Server shutting down">>;
+text(16#8C) -> <<"Bad authentication method">>;
+text(16#8D) -> <<"Keep Alive timeout">>;
+text(16#8E) -> <<"Session taken over">>;
+text(16#8F) -> <<"Topic Filter invalid">>;
+text(16#90) -> <<"Topic Name invalid">>;
+text(16#91) -> <<"Packet Identifier in use">>;
+text(16#92) -> <<"Packet Identifier not found">>;
+text(16#93) -> <<"Receive Maximum exceeded">>;
+text(16#94) -> <<"Topic Alias invalid">>;
+text(16#95) -> <<"Packet too large">>;
+text(16#96) -> <<"Message rate too high">>;
+text(16#97) -> <<"Quota exceeded">>;
+text(16#98) -> <<"Administrative action">>;
+text(16#99) -> <<"Payload format invalid">>;
+text(16#9A) -> <<"Retain not supported">>;
+text(16#9B) -> <<"QoS not supported">>;
+text(16#9C) -> <<"Use another server">>;
+text(16#9D) -> <<"Server moved">>;
+text(16#9E) -> <<"Shared Subscriptions not supported">>;
+text(16#9F) -> <<"Connection rate exceeded">>;
+text(16#A0) -> <<"Maximum connect time">>;
+text(16#A1) -> <<"Subscription Identifiers not supported">>;
+text(16#A2) -> <<"Wildcard Subscriptions not supported">>;
+text(Code)  -> iolist_to_binary(["Unkown", integer_to_list(Code)]).
+
diff --git a/src/emqx_router.erl b/src/emqx_router.erl
index dffc91133..c79482bd2 100644
--- a/src/emqx_router.erl
+++ b/src/emqx_router.erl
@@ -67,7 +67,7 @@ mnesia(copy) ->
 -spec(start_link(atom(), pos_integer())
       -> {ok, pid()} | ignore | {error, term()}).
 start_link(Pool, Id) ->
-    gen_server:start_link(emqx_misc:proc_name(?MODULE, Id),
+    gen_server:start_link({local, emqx_misc:proc_name(?MODULE, Id)},
                           ?MODULE, [Pool, Id], [{hibernate_after, 10000}]).
 
 %%--------------------------------------------------------------------
diff --git a/src/emqx_serializer.erl b/src/emqx_serializer.erl
index 0450a462f..670213674 100644
--- a/src/emqx_serializer.erl
+++ b/src/emqx_serializer.erl
@@ -1,18 +1,18 @@
-%%--------------------------------------------------------------------
-%% Copyright (c) 2013-2018 EMQ Inc. All rights reserved.
-%%
-%% Licensed under the Apache License, Version 2.0 (the "License");
-%% you may not use this file except in compliance with the License.
-%% You may obtain a copy of the License at
-%%
-%%     http://www.apache.org/licenses/LICENSE-2.0
-%%
-%% Unless required by applicable law or agreed to in writing, software
-%% distributed under the License is distributed on an "AS IS" BASIS,
-%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-%% See the License for the specific language governing permissions and
-%% limitations under the License.
-%%--------------------------------------------------------------------
+%%%===================================================================
+%%% Copyright (c) 2013-2018 EMQ Inc. All rights reserved.
+%%%
+%%% Licensed under the Apache License, Version 2.0 (the "License");
+%%% you may not use this file except in compliance with the License.
+%%% You may obtain a copy of the License at
+%%%
+%%%     http://www.apache.org/licenses/LICENSE-2.0
+%%%
+%%% Unless required by applicable law or agreed to in writing, software
+%%% distributed under the License is distributed on an "AS IS" BASIS,
+%%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+%%% See the License for the specific language governing permissions and
+%%% limitations under the License.
+%%%===================================================================
 
 -module(emqx_serializer).
 
@@ -20,224 +20,266 @@
 
 -include("emqx_mqtt.hrl").
 
-%% API
--export([serialize/1]).
+-type(option() :: {version, mqtt_version()}).
 
-%% @doc Serialise MQTT Packet
--spec(serialize(mqtt_packet()) -> iolist()).
-serialize(#mqtt_packet{header   = Header = #mqtt_packet_header{type = Type},
+-export_type([option/0]).
+
+-export([serialize/1, serialize/2]).
+
+-spec(serialize(mqtt_packet()) -> iodata()).
+serialize(Packet) -> serialize(Packet, []).
+
+-spec(serialize(mqtt_packet(), [option()]) -> iodata()).
+serialize(#mqtt_packet{header   = Header,
                        variable = Variable,
-                       payload  = Payload}) ->
-    serialize_header(Header,
-        serialize_variable(Type, Variable,
-            serialize_payload(Payload))).
+                       payload  = Payload}, Opts) when is_list(Opts) ->
+    Opts1 = parse_opt(Opts, #{version => ?MQTT_PROTO_V4}),
+    serialize(Header, serialize_variable(Variable, Opts1), serialize_payload(Payload)).
 
-serialize_header(#mqtt_packet_header{type   = Type,
-                                     dup    = Dup,
-                                     qos    = Qos,
-                                     retain = Retain},
-                 {VariableBin, PayloadBin})
-    when ?CONNECT =< Type andalso Type =< ?DISCONNECT ->
-    Len = byte_size(VariableBin) + byte_size(PayloadBin),
+parse_opt([], Map) ->
+    Map;
+parse_opt([{version, Ver}|Opts], Map) ->
+    parse_opt(Opts, Map#{version := Ver});
+parse_opt([_|Opts], Map) ->
+    parse_opt(Opts, Map).
+
+serialize(#mqtt_packet_header{type   = Type,
+                              dup    = Dup,
+                              qos    = Qos,
+                              retain = Retain}, VariableData, PayloadData)
+    when ?CONNECT =< Type andalso Type =< ?AUTH ->
+    Len = iolist_size(VariableData) + iolist_size(PayloadData),
     true = (Len =< ?MAX_PACKET_SIZE),
     [<<Type:4, (opt(Dup)):1, (opt(Qos)):2, (opt(Retain)):1>>,
-     serialize_len(Len), VariableBin, PayloadBin].
+     serialize_remaining_len(Len), VariableData, PayloadData].
 
-serialize_variable(?CONNECT, #mqtt_packet_connect{client_id   = ClientId,
-                                                  proto_ver   = ProtoVer,
-                                                  proto_name  = ProtoName,
-                                                  will_retain = WillRetain,
-                                                  will_qos    = WillQos,
-                                                  will_flag   = WillFlag,
-                                                  clean_sess  = CleanSess,
-                                                  keep_alive  = KeepAlive,
-                                                  will_topic  = WillTopic,
-                                                  will_msg    = WillMsg,
-                                                  username    = Username,
-                                                  password    = Password}, undefined) ->
-    VariableBin = <<(byte_size(ProtoName)):16/big-unsigned-integer,
-                    ProtoName/binary,
-                    ProtoVer:8,
-                    (opt(Username)):1,
-                    (opt(Password)):1,
-                    (opt(WillRetain)):1,
-                    WillQos:2,
-                    (opt(WillFlag)):1,
-                    (opt(CleanSess)):1,
-                    0:1,
-                    KeepAlive:16/big-unsigned-integer>>,
-    PayloadBin = serialize_utf(ClientId),
-    PayloadBin1 = case WillFlag of
-                      true -> <<PayloadBin/binary,
-                                (serialize_utf(WillTopic))/binary,
-                                (byte_size(WillMsg)):16/big-unsigned-integer,
-                                WillMsg/binary>>;
-                      false -> PayloadBin
-                  end,
-    UserPasswd = << <<(serialize_utf(B))/binary>> || B <- [Username, Password], B =/= undefined >>,
-    {VariableBin, <<PayloadBin1/binary, UserPasswd/binary>>};
+serialize_variable(#mqtt_packet_connect{proto_name   = ProtoName,
+                                        proto_ver    = ProtoVer,
+                                        is_bridge    = IsBridge,
+                                        clean_start  = CleanStart,
+                                        will_flag    = WillFlag,
+                                        will_qos     = WillQos,
+                                        will_retain  = WillRetain,
+                                        keepalive    = KeepAlive,
+                                        properties   = Properties,
+                                        client_id    = ClientId,
+                                        will_props   = WillProps,
+                                        will_topic   = WillTopic,
+                                        will_payload = WillPayload,
+                                        username     = Username,
+                                        password     = Password}, _Opts) ->
+    [serialize_binary_data(ProtoName),
+     <<(case IsBridge of
+           true  -> 16#80 + ProtoVer;
+           false -> ProtoVer
+       end):8,
+       (opt(Username)):1,
+       (opt(Password)):1,
+       (opt(WillRetain)):1,
+       WillQos:2,
+       (opt(WillFlag)):1,
+       (opt(CleanStart)):1,
+       0:1,
+       KeepAlive:16/big-unsigned-integer>>,
+     serialize_properties(Properties, ProtoVer),
+     serialize_utf8_string(ClientId),
+     case WillFlag of
+         true -> [serialize_properties(WillProps, ProtoVer),
+                  serialize_utf8_string(WillTopic),
+                  serialize_binary_data(WillPayload)];
+         false -> <<>>
+     end,
+     serialize_utf8_string(Username, true),
+     serialize_utf8_string(Password, true)];
 
-serialize_variable(?CONNACK, #mqtt_packet_connack{ack_flags   = AckFlags,
-                                                  reason_code = ReasonCode,
-                                                  properties  = Properties}, undefined) ->
-    PropsBin = serialize_properties(Properties),
-    {<<AckFlags:8, ReasonCode:8, PropsBin/binary>>, <<>>};
+serialize_variable(#mqtt_packet_connack{ack_flags   = AckFlags,
+                                        reason_code = ReasonCode,
+                                        properties  = Properties}, #{version := Ver}) ->
+    [AckFlags, ReasonCode, serialize_properties(Properties, Ver)];
 
-serialize_variable(?SUBSCRIBE, #mqtt_packet_subscribe{packet_id = PacketId,
-                                                      topic_filters = TopicFilters}, undefined) ->
-    {<<PacketId:16/big>>, serialize_topics(TopicFilters)};
+serialize_variable(#mqtt_packet_publish{topic_name = TopicName,
+                                        packet_id  = PacketId,
+                                        properties = Properties}, #{version := Ver}) ->
+    [serialize_utf8_string(TopicName),
+     if
+         PacketId =:= undefined -> <<>>;
+         true -> <<PacketId:16/big-unsigned-integer>>
+     end,
+     serialize_properties(Properties, Ver)];
 
-serialize_variable(?SUBACK, #mqtt_packet_suback{packet_id = PacketId,
-                                                properties = Properties,
-                                                reason_codes = ReasonCodes}, undefined) ->
-    io:format("SubAck ReasonCodes: ~p~n", [ReasonCodes]),
-    {<<PacketId:16/big, (serialize_properties(Properties))/binary>>, << <<Code>> || Code <- ReasonCodes >>};
+serialize_variable(#mqtt_packet_puback{packet_id = PacketId}, #{version := Ver})
+    when Ver == ?MQTT_PROTO_V3; Ver == ?MQTT_PROTO_V4 ->
+    <<PacketId:16/big-unsigned-integer>>;
+serialize_variable(#mqtt_packet_puback{packet_id   = PacketId,
+                                       reason_code = ReasonCode,
+                                       properties  = Properties},
+                   #{version := ?MQTT_PROTO_V5}) ->
+    [<<PacketId:16/big-unsigned-integer>>, ReasonCode,
+     serialize_properties(Properties, ?MQTT_PROTO_V5)];
 
-serialize_variable(?UNSUBSCRIBE, #mqtt_packet_unsubscribe{packet_id  = PacketId,
-                                                          topics     = Topics }, undefined) ->
-    {<<PacketId:16/big>>, serialize_topics(Topics)};
+serialize_variable(#mqtt_packet_subscribe{packet_id     = PacketId,
+                                          properties    = Properties,
+                                          topic_filters = TopicFilters},
+                   #{version := Ver}) ->
+    [<<PacketId:16/big-unsigned-integer>>, serialize_properties(Properties, Ver),
+     serialize_topic_filters(subscribe, TopicFilters, Ver)];
 
-serialize_variable(?UNSUBACK, #mqtt_packet_unsuback{packet_id = PacketId,
-                                                    properties = Properties,
-                                                    reason_codes = ReasonCodes}, undefined) ->
-    {<<PacketId:16/big, (serialize_properties(Properties))/binary>>, << <<Code>> || Code <- ReasonCodes >>};
+serialize_variable(#mqtt_packet_suback{packet_id    = PacketId,
+                                       properties   = Properties,
+                                       reason_codes = ReasonCodes},
+                   #{version := Ver}) ->
+    [<<PacketId:16/big-unsigned-integer>>, serialize_properties(Properties, Ver),
+     << <<Code>> || Code <- ReasonCodes >>];
 
-serialize_variable(?PUBLISH, #mqtt_packet_publish{topic_name = TopicName,
-                                                  packet_id  = PacketId }, PayloadBin) ->
-    TopicBin = serialize_utf(TopicName),
-    PacketIdBin = if
-                      PacketId =:= undefined -> <<>>;
-                      true -> <<PacketId:16/big>>
-                  end,
-    {<<TopicBin/binary, PacketIdBin/binary>>, PayloadBin};
+serialize_variable(#mqtt_packet_unsubscribe{packet_id     = PacketId,
+                                            properties    = Properties,
+                                            topic_filters = TopicFilters},
+                   #{version := Ver}) ->
+    [<<PacketId:16/big-unsigned-integer>>, serialize_properties(Properties, Ver),
+     serialize_topic_filters(unsubscribe, TopicFilters, Ver)];
 
-serialize_variable(PubAck, #mqtt_packet_puback{packet_id = PacketId}, _Payload)
-    when PubAck =:= ?PUBACK; PubAck =:= ?PUBREC; PubAck =:= ?PUBREL; PubAck =:= ?PUBCOMP ->
-    {<<PacketId:16/big>>, <<>>};
+serialize_variable(#mqtt_packet_unsuback{packet_id    = PacketId,
+                                         properties   = Properties,
+                                         reason_codes = ReasonCodes},
+                   #{version := Ver}) ->
+    [<<PacketId:16/big-unsigned-integer>>, serialize_properties(Properties, Ver),
+     << <<Code>> || Code <- ReasonCodes >>];
 
-serialize_variable(?PINGREQ, undefined, undefined) ->
-    {<<>>, <<>>};
+serialize_variable(#mqtt_packet_disconnect{}, #{version := Ver})
+    when Ver == ?MQTT_PROTO_V3; Ver == ?MQTT_PROTO_V4 ->
+    <<>>;
 
-serialize_variable(?PINGRESP, undefined, undefined) ->
-    {<<>>, <<>>};
+serialize_variable(#mqtt_packet_disconnect{reason_code = ReasonCode,
+                                           properties  = Properties},
+                   #{version := Ver = ?MQTT_PROTO_V5}) ->
+    [ReasonCode, serialize_properties(Properties, Ver)];
+serialize_variable(#mqtt_packet_disconnect{}, _Ver) ->
+    <<>>;
 
-serialize_variable(?DISCONNECT, #mqtt_packet_disconnect{reason_code = ReasonCode,
-                                                        properties  = Properties}, undefined) ->
-    {<<ReasonCode, (serialize_properties(Properties))/binary>>, <<>>};
+serialize_variable(#mqtt_packet_auth{reason_code = ReasonCode,
+                                     properties  = Properties},
+                   #{version := Ver = ?MQTT_PROTO_V5}) ->
+    [ReasonCode, serialize_properties(Properties, Ver)];
 
-serialize_variable(?AUTH, #mqtt_packet_auth{reason_code = ReasonCode,
-                                            properties  = Properties}, undefined) ->
-    {<<ReasonCode, (serialize_properties(Properties))/binary>>, <<>>}.
+serialize_variable(PacketId, ?MQTT_PROTO_V3) when is_integer(PacketId) ->
+    <<PacketId:16/big-unsigned-integer>>;
+serialize_variable(PacketId, ?MQTT_PROTO_V4) when is_integer(PacketId) ->
+    <<PacketId:16/big-unsigned-integer>>;
+serialize_variable(undefined, _Ver) ->
+    <<>>.
 
 serialize_payload(undefined) ->
-    undefined;
-serialize_payload(Bin) when is_binary(Bin) ->
+    <<>>;
+serialize_payload(Bin) when is_binary(Bin); is_list(Bin) ->
     Bin.
 
-serialize_properties(undefined) ->
+serialize_properties(_Props, Ver) when Ver =/= ?MQTT_PROTO_V5 ->
     <<>>;
-serialize_properties(Props) ->
-    << <<(serialize_property(Prop, Val))/binary>> || {Prop, Val} <- maps:to_list(Props) >>.
+serialize_properties(Props, ?MQTT_PROTO_V5) ->
+    serialize_properties(Props).
 
-%% 01: Byte;
+serialize_properties(undefined) ->
+    <<0>>;
+serialize_properties(Props) when map_size(Props) == 0 ->
+    <<0>>;
+serialize_properties(Props) when is_map(Props) ->
+    Bin = << <<(serialize_property(Prop, Val))/binary>> || {Prop, Val} <- maps:to_list(Props) >>,
+    [serialize_variable_byte_integer(byte_size(Bin)), Bin].
+
+%% Ignore undefined
+serialize_property(_, undefined) ->
+    <<>>;
 serialize_property('Payload-Format-Indicator', Val) ->
     <<16#01, Val>>;
-%% 02: Four Byte Integer;
 serialize_property('Message-Expiry-Interval', Val) ->
     <<16#02, Val:32/big>>;
-%% 03: UTF-8 Encoded String;
 serialize_property('Content-Type', Val) ->
-    <<16#03, (serialize_utf(Val))/binary>>;
-%% 08: UTF-8 Encoded String;
+    <<16#03, (serialize_utf8_string(Val))/binary>>;
 serialize_property('Response-Topic', Val) ->
-    <<16#08, (serialize_utf(Val))/binary>>;
-%% 09: Binary Data;
+    <<16#08, (serialize_utf8_string(Val))/binary>>;
 serialize_property('Correlation-Data', Val) ->
-    <<16#09, (iolist_size(Val)):16, Val/binary>>;
-%% 11: Variable Byte Integer;
+    <<16#09, (byte_size(Val)):16, Val/binary>>;
 serialize_property('Subscription-Identifier', Val) ->
     <<16#0B, (serialize_variable_byte_integer(Val))/binary>>;
-%% 17: Four Byte Integer;
 serialize_property('Session-Expiry-Interval', Val) ->
     <<16#11, Val:32/big>>;
-%% 18: UTF-8 Encoded String;
 serialize_property('Assigned-Client-Identifier', Val) ->
-    <<16#12, (serialize_utf(Val))/binary>>;
-%% 19: Two Byte Integer;
+    <<16#12, (serialize_utf8_string(Val))/binary>>;
 serialize_property('Server-Keep-Alive', Val) ->
     <<16#13, Val:16/big>>;
-%% 21: UTF-8 Encoded String;
 serialize_property('Authentication-Method', Val) ->
-    <<16#15, (serialize_utf(Val))/binary>>;
-%% 22: Binary Data;
+    <<16#15, (serialize_utf8_string(Val))/binary>>;
 serialize_property('Authentication-Data', Val) ->
     <<16#16, (iolist_size(Val)):16, Val/binary>>;
-%% 23: Byte;
 serialize_property('Request-Problem-Information', Val) ->
     <<16#17, Val>>;
-%% 24: Four Byte Integer;
 serialize_property('Will-Delay-Interval', Val) ->
     <<16#18, Val:32/big>>;
-%% 25: Byte;
 serialize_property('Request-Response-Information', Val) ->
     <<16#19, Val>>;
-%% 26: UTF-8 Encoded String;
 serialize_property('Response-Information', Val) ->
-    <<16#1A, (serialize_utf(Val))/binary>>;
-%% 28: UTF-8 Encoded String;
+    <<16#1A, (serialize_utf8_string(Val))/binary>>;
 serialize_property('Server-Reference', Val) ->
-    <<16#1C, (serialize_utf(Val))/binary>>;
-%% 31: UTF-8 Encoded String;
+    <<16#1C, (serialize_utf8_string(Val))/binary>>;
 serialize_property('Reason-String', Val) ->
-    <<16#1F, (serialize_utf(Val))/binary>>;
-%% 33: Two Byte Integer;
+    <<16#1F, (serialize_utf8_string(Val))/binary>>;
 serialize_property('Receive-Maximum', Val) ->
     <<16#21, Val:16/big>>;
-%% 34: Two Byte Integer;
 serialize_property('Topic-Alias-Maximum', Val) ->
     <<16#22, Val:16/big>>;
-%% 35: Two Byte Integer;
 serialize_property('Topic-Alias', Val) ->
     <<16#23, Val:16/big>>;
-%% 36: Byte;
 serialize_property('Maximum-QoS', Val) ->
     <<16#24, Val>>;
-%% 37: Byte;
 serialize_property('Retain-Available', Val) ->
     <<16#25, Val>>;
-%% 38: UTF-8 String Pair;
-serialize_property('User-Property', Val) ->
-    <<16#26, (serialize_utf_pair(Val))/binary>>;
-%% 39: Four Byte Integer;
+serialize_property('User-Property', {Key, Val}) ->
+    <<16#26, (serialize_utf8_pair({Key, Val}))/binary>>;
+serialize_property('User-Property', Props) when is_list(Props) ->
+    << <<(serialize_property('User-Property', {Key, Val}))/binary>>
+       || {Key, Val} <- Props >>;
 serialize_property('Maximum-Packet-Size', Val) ->
     <<16#27, Val:32/big>>;
-%% 40: Byte;
 serialize_property('Wildcard-Subscription-Available', Val) ->
     <<16#28, Val>>;
-%% 41: Byte;
 serialize_property('Subscription-Identifier-Available', Val) ->
     <<16#29, Val>>;
-%% 42: Byte;
 serialize_property('Shared-Subscription-Available', Val) ->
     <<16#2A, Val>>.
 
-serialize_topics([{_Topic, _Qos}|_] = Topics) ->
-    << <<(serialize_utf(Topic))/binary, ?RESERVED:6, Qos:2>> || {Topic, Qos} <- Topics >>;
+serialize_topic_filters(subscribe, TopicFilters, ?MQTT_PROTO_V5) ->
+    << <<(serialize_utf8_string(Topic))/binary, ?RESERVED:2, Rh:2, (opt(Rap)):1, (opt(Nl)):1, Qos:2>>
+       || {Topic, #mqtt_subopts{rh = Rh, rap = Rap, nl = Nl, qos = Qos}} <- TopicFilters >>;
 
-serialize_topics([H|_] = Topics) when is_binary(H) ->
-    << <<(serialize_utf(Topic))/binary>> || Topic <- Topics >>.
+serialize_topic_filters(subscribe, TopicFilters, _Ver) ->
+    << <<(serialize_utf8_string(Topic))/binary, ?RESERVED:6, Qos:2>>
+       || {Topic, #mqtt_subopts{qos = Qos}} <- TopicFilters >>;
 
-serialize_utf_pair({Name, Value}) ->
-    << <<(serialize_utf(S))/binary, (serialize_utf(S))/binary>> || S <- [Name, Value] >>.
+serialize_topic_filters(unsubscribe, TopicFilters, _Ver) ->
+    << <<(serialize_utf8_string(Topic))/binary>> || Topic <- TopicFilters >>.
 
-serialize_utf(String) ->
+serialize_utf8_pair({Name, Value}) ->
+    << <<(serialize_utf8_string(S))/binary,
+         (serialize_utf8_string(S))/binary>> || S <- [Name, Value] >>.
+
+serialize_binary_data(Bin) ->
+    [<<(byte_size(Bin)):16/big-unsigned-integer>>, Bin].
+
+serialize_utf8_string(undefined, false) ->
+    error(utf8_string_undefined);
+serialize_utf8_string(undefined, true) ->
+    <<>>;
+serialize_utf8_string(String, _AllowNull) ->
+    serialize_utf8_string(String).
+
+serialize_utf8_string(String) ->
     StringBin = unicode:characters_to_binary(String),
     Len = byte_size(StringBin),
     true = (Len =< 16#ffff),
     <<Len:16/big, StringBin/binary>>.
 
-serialize_len(I) ->
-    serialize_variable_byte_integer(I). %%TODO: refactor later.
+serialize_remaining_len(I) ->
+    serialize_variable_byte_integer(I).
 
 serialize_variable_byte_integer(N) when N =< ?LOWBITS ->
     <<0:1, N:7>>;
diff --git a/src/emqx_session.erl b/src/emqx_session.erl
index 3d2716099..1dbe1e83a 100644
--- a/src/emqx_session.erl
+++ b/src/emqx_session.erl
@@ -725,10 +725,10 @@ acked(puback, PacketId, State = #state{client_id = ClientId,
                                        username  = Username,
                                        inflight  = Inflight}) ->
     case Inflight:lookup(PacketId) of
-        {publish, Msg, _Ts} ->
+        {value, {publish, Msg, _Ts}} ->
             emqx_hooks:run('message.acked', [ClientId, Username], Msg),
             State#state{inflight = Inflight:delete(PacketId)};
-        _ ->
+        none ->
             ?LOG(warning, "Duplicated PUBACK Packet: ~p", [PacketId], State),
             State
     end;
@@ -737,11 +737,14 @@ acked(pubrec, PacketId, State = #state{client_id = ClientId,
                                        username  = Username,
                                        inflight  = Inflight}) ->
     case Inflight:lookup(PacketId) of
-        {publish, Msg, _Ts} ->
+        {value, {publish, Msg, _Ts}} ->
             emqx_hooks:run('message.acked', [ClientId, Username], Msg),
             State#state{inflight = Inflight:update(PacketId, {pubrel, PacketId, os:timestamp()})};
-        {pubrel, PacketId, _Ts} ->
+        {value, {pubrel, PacketId, _Ts}} ->
             ?LOG(warning, "Duplicated PUBREC Packet: ~p", [PacketId], State),
+            State;
+        none ->
+            ?LOG(warning, "Unexpected PUBREC Packet: ~p", [PacketId], State),
             State
     end;
 
diff --git a/src/emqx_sm_sup.erl b/src/emqx_sm_sup.erl
index 16e1b8715..b01f13e41 100644
--- a/src/emqx_sm_sup.erl
+++ b/src/emqx_sm_sup.erl
@@ -38,5 +38,5 @@ init([]) ->
     Manager = {manager, {emqx_sm, start_link, []},
                permanent, 5000, worker, [emqx_sm]},
 
-    {ok, {{one_for_rest, 10, 3600}, [Locker, Registry, Manager]}}.
+    {ok, {{rest_for_one, 10, 3600}, [Locker, Registry, Manager]}}.
 
diff --git a/test/emqx_access_SUITE.erl b/test/emqx_access_SUITE.erl
index ac79daa3c..aee73b873 100644
--- a/test/emqx_access_SUITE.erl
+++ b/test/emqx_access_SUITE.erl
@@ -118,8 +118,8 @@ unregister_mod(_) ->
     [] = ?AC:lookup_mods(auth).
 
 check_acl(_) ->
-    User1 = #mqtt_client{client_id = <<"client1">>, username = <<"testuser">>},
-    User2 = #mqtt_client{client_id = <<"client2">>, username = <<"xyz">>},
+    User1 = #client{client_id = <<"client1">>, username = <<"testuser">>},
+    User2 = #client{client_id = <<"client2">>, username = <<"xyz">>},
     allow = ?AC:check_acl(User1, subscribe, <<"users/testuser/1">>),
     allow = ?AC:check_acl(User1, subscribe, <<"clients/client1">>),
     allow = ?AC:check_acl(User1, subscribe, <<"clients/client1/x/y">>),
@@ -158,8 +158,8 @@ compile_rule(_) ->
     {deny, all} = compile({deny, all}).
 
 match_rule(_) ->
-    User = #mqtt_client{peername = {{127,0,0,1}, 2948}, client_id = <<"testClient">>, username = <<"TestUser">>},
-    User2 = #mqtt_client{peername = {{192,168,0,10}, 3028}, client_id = <<"testClient">>, username = <<"TestUser">>},
+    User = #client{peername = {{127,0,0,1}, 2948}, client_id = <<"testClient">>, username = <<"TestUser">>},
+    User2 = #client{peername = {{192,168,0,10}, 3028}, client_id = <<"testClient">>, username = <<"TestUser">>},
     
     {matched, allow} = match(User, <<"Test/Topic">>, {allow, all}),
     {matched, deny} = match(User, <<"Test/Topic">>, {deny, all}),
@@ -169,7 +169,7 @@ match_rule(_) ->
     nomatch = match(User, <<"d/e/f/x">>, compile({allow, {user, "admin"}, pubsub, ["d/e/f/#"]})),
     {matched, allow} = match(User, <<"testTopics/testClient">>, compile({allow, {client, "testClient"}, publish, ["testTopics/testClient"]})),
     {matched, allow} = match(User, <<"clients/testClient">>, compile({allow, all, pubsub, ["clients/%c"]})),
-    {matched, allow} = match(#mqtt_client{username = <<"user2">>}, <<"users/user2/abc/def">>,
+    {matched, allow} = match(#client{username = <<"user2">>}, <<"users/user2/abc/def">>,
                              compile({allow, all, subscribe, ["users/%u/#"]})),
     {matched, deny} = match(User, <<"d/e/f">>, compile({deny, all, subscribe, ["$SYS/#", "#"]})),
     Rule = compile({allow, {'and', [{ipaddr, "127.0.0.1"}, {user, <<"WrongUser">>}]}, publish, <<"Topic">>}),
diff --git a/test/emqx_protocol_SUITE.erl b/test/emqx_protocol_SUITE.erl
index fac287f74..0d86beea0 100644
--- a/test/emqx_protocol_SUITE.erl
+++ b/test/emqx_protocol_SUITE.erl
@@ -87,7 +87,7 @@ parse_connect(_) ->
                                                       keep_alive = 60}}, <<>>} = emqx_parser:parse(V31ConnBin, Parser),
     %% CONNECT(Q0, R0, D0, ClientId=mosqpub/10451-iMac.loca, ProtoName=MQTT, ProtoVsn=4, CleanSess=true, KeepAlive=60, Username=undefined, Password=undefined)
     V311ConnBin = <<16,35,0,4,77,81,84,84,4,2,0,60,0,23,109,111,115,113,112,117,98,47,49,48,52,53,49,45,105,77,97,99,46,108,111,99,97>>,
-    {ok, #mqtt_packet{header = #mqtt_packet_header{type = ?CONNECT, 
+    {ok, #mqtt_packet{header = #mqtt_packet_header{type = ?CONNECT,
                                                    dup = false,
                                                    qos = 0,
                                                    retain = false},
@@ -160,7 +160,7 @@ parse_publish(_) ->
                       variable = #mqtt_packet_publish{topic_name = <<"a/b/c">>,
                                                       packet_id = 1},
                       payload = <<"hahah">> }, <<>>} = emqx_parser:parse(PubBin, Parser),
-    
+
     %PUBLISH(Qos=0, Retain=false, Dup=false, TopicName=xxx/yyy, PacketId=undefined, Payload=<<"hello">>)
     %DISCONNECT(Qos=0, Retain=false, Dup=false)
     PubBin1 = <<48,14,0,7,120,120,120,47,121,121,121,104,101,108,108,111,224,0>>,
@@ -244,62 +244,6 @@ parse_disconnect(_) ->
                                                    qos  = 0,
                                                    retain = false}}, <<>>} = emqx_parser:parse(Bin, Parser).
 
-%%--------------------------------------------------------------------
-%% Serialize Cases
-%%--------------------------------------------------------------------
-
-serialize_connect(_) ->
-    serialize(?CONNECT_PACKET(#mqtt_packet_connect{})),
-    serialize(?CONNECT_PACKET(#mqtt_packet_connect{
-                client_id = <<"clientId">>,
-                will_qos = ?QOS1,
-                will_flag = true,
-                will_retain = true,
-                will_topic = <<"will">>,
-                will_msg = <<"haha">>,
-                clean_sess = true})).
-
-serialize_connack(_) ->
-    ConnAck = #mqtt_packet{header = #mqtt_packet_header{type = ?CONNACK}, 
-                           variable = #mqtt_packet_connack{ack_flags = 0, return_code = 0}},
-    ?assertEqual(<<32,2,0,0>>, iolist_to_binary(serialize(ConnAck))).
-
-serialize_publish(_) ->
-    serialize(?PUBLISH_PACKET(?QOS_0, <<"Topic">>, undefined, <<"Payload">>)),
-    serialize(?PUBLISH_PACKET(?QOS_1, <<"Topic">>, 938, <<"Payload">>)),
-    serialize(?PUBLISH_PACKET(?QOS_2, <<"Topic">>, 99, long_payload())).
-
-serialize_puback(_) ->
-    serialize(?PUBACK_PACKET(?PUBACK, 10384)).
-
-serialize_pubrel(_) ->
-    serialize(?PUBREL_PACKET(10384)).
-
-serialize_subscribe(_) ->
-    TopicTable = [{<<"TopicQos0">>, ?QOS_0}, {<<"TopicQos1">>, ?QOS_1}, {<<"TopicQos2">>, ?QOS_2}],
-    serialize(?SUBSCRIBE_PACKET(10, TopicTable)).
-
-serialize_suback(_) ->
-    serialize(?SUBACK_PACKET(10, [?QOS_0, ?QOS_1, 128])).
-
-serialize_unsubscribe(_) ->
-    serialize(?UNSUBSCRIBE_PACKET(10, [<<"Topic1">>, <<"Topic2">>])).
-
-serialize_unsuback(_) ->
-    serialize(?UNSUBACK_PACKET(10)).
-
-serialize_pingreq(_) ->
-    serialize(?PACKET(?PINGREQ)).
-
-serialize_pingresp(_) ->
-    serialize(?PACKET(?PINGRESP)).
-
-serialize_disconnect(_) ->
-    serialize(?PACKET(?DISCONNECT)).
-
-long_payload() ->
-    iolist_to_binary(["payload." || _I <- lists:seq(1, 100)]).
-
 %%--------------------------------------------------------------------
 %% Packet Cases
 %%--------------------------------------------------------------------
diff --git a/test/emqx_serializer_SUITE.erl b/test/emqx_serializer_SUITE.erl
new file mode 100644
index 000000000..d0a34fd20
--- /dev/null
+++ b/test/emqx_serializer_SUITE.erl
@@ -0,0 +1,91 @@
+%%%===================================================================
+%%% Copyright (c) 2013-2018 EMQ Inc. All rights reserved.
+%%%
+%%% Licensed under the Apache License, Version 2.0 (the "License");
+%%% you may not use this file except in compliance with the License.
+%%% You may obtain a copy of the License at
+%%%
+%%%     http://www.apache.org/licenses/LICENSE-2.0
+%%%
+%%% Unless required by applicable law or agreed to in writing, software
+%%% distributed under the License is distributed on an "AS IS" BASIS,
+%%% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+%%% See the License for the specific language governing permissions and
+%%% limitations under the License.
+%%%===================================================================
+
+-module(emqx_serializer_SUITE).
+
+-compile(export_all).
+
+-include("emqx_mqtt.hrl").
+
+-include_lib("eunit/include/eunit.hrl").
+
+-import(emqx_serializer, [serialize/1]).
+
+all() ->
+    [serialize_connect,
+     serialize_connack,
+     serialize_publish,
+     serialize_puback,
+     serialize_pubrel,
+     serialize_subscribe,
+     serialize_suback,
+     serialize_unsubscribe,
+     serialize_unsuback,
+     serialize_pingreq,
+     serialize_pingresp,
+     serialize_disconnect].
+
+serialize_connect(_) ->
+    serialize(?CONNECT_PACKET(#mqtt_packet_connect{})),
+    serialize(?CONNECT_PACKET(#mqtt_packet_connect{
+                client_id = <<"clientId">>,
+                will_qos = ?QOS1,
+                will_flag = true,
+                will_retain = true,
+                will_topic = <<"will">>,
+                will_payload = <<"haha">>,
+                clean_sess = true})).
+
+serialize_connack(_) ->
+    ConnAck = #mqtt_packet{header = #mqtt_packet_header{type = ?CONNACK},
+                           variable = #mqtt_packet_connack{ack_flags = 0, return_code = 0}},
+    ?assertEqual(<<32,2,0,0>>, iolist_to_binary(serialize(ConnAck))).
+
+serialize_publish(_) ->
+    serialize(?PUBLISH_PACKET(?QOS_0, <<"Topic">>, undefined, <<"Payload">>)),
+    serialize(?PUBLISH_PACKET(?QOS_1, <<"Topic">>, 938, <<"Payload">>)),
+    serialize(?PUBLISH_PACKET(?QOS_2, <<"Topic">>, 99, long_payload())).
+
+serialize_puback(_) ->
+    serialize(?PUBACK_PACKET(?PUBACK, 10384)).
+
+serialize_pubrel(_) ->
+    serialize(?PUBREL_PACKET(10384)).
+
+serialize_subscribe(_) ->
+    TopicTable = [{<<"TopicQos0">>, ?QOS_0}, {<<"TopicQos1">>, ?QOS_1}, {<<"TopicQos2">>, ?QOS_2}],
+    serialize(?SUBSCRIBE_PACKET(10, TopicTable)).
+
+serialize_suback(_) ->
+    serialize(?SUBACK_PACKET(10, [?QOS_0, ?QOS_1, 128])).
+
+serialize_unsubscribe(_) ->
+    serialize(?UNSUBSCRIBE_PACKET(10, [<<"Topic1">>, <<"Topic2">>])).
+
+serialize_unsuback(_) ->
+    serialize(?UNSUBACK_PACKET(10)).
+
+serialize_pingreq(_) ->
+    serialize(?PACKET(?PINGREQ)).
+
+serialize_pingresp(_) ->
+    serialize(?PACKET(?PINGRESP)).
+
+serialize_disconnect(_) ->
+    serialize(?PACKET(?DISCONNECT)).
+
+long_payload() ->
+    iolist_to_binary(["payload." || _I <- lists:seq(1, 100)]).