From 03f8ca0813cc57062593d20dd543d7985ec3a631 Mon Sep 17 00:00:00 2001 From: flavis Date: Mon, 9 Aug 2021 15:10:23 +0200 Subject: [PATCH] add implementation beamer slides --- inst/reports/implementierung.pdf | Bin 0 -> 127501 bytes inst/reports/implementierung.tex | 171 +++++++++++++++++++++++++++++++ 2 files changed, 171 insertions(+) create mode 100644 inst/reports/implementierung.pdf create mode 100644 inst/reports/implementierung.tex diff --git a/inst/reports/implementierung.pdf b/inst/reports/implementierung.pdf new file mode 100644 index 0000000000000000000000000000000000000000..f35108c8386b545a42e8d3ef4fa2abf3fc447554 GIT binary patch literal 127501 zcmdqIQ*>qP+GriCVkZ^bcEz@B+qPA)U9oN3PAax-vr_p}wbuT&R{PH0e{1LF%y~1? z(%QTmee|b4<0Y0A6sD%9VTK}}o*P(#VrIgl!?V#hhvMXfqLnnVHgPn?V`E{%`{M&e zD{N-zXk?E^D{QIfXe4N4U}IgX~xnU~PvC;~_)6!OmW zXAR+z{@gwFFHh~@eo5d(zzleev4_nebX>e(!jS9;xh>{MF^D_`D`0*a8BmJJ=i?5P z`X!jhpn(14!y=u!byj{vP^^k^@z7kd6^t^_-6}SBc=X z)gL7#JbZe8l43aK$)0W^3eJG4Sp?O)eg)M7hC<5U79;c*;-v^^SF=g<2Z>}>E^>qP zbk%c=g?D$00ZogKXTV3?aPJ*91gxx(<;~s;I4}zHk3l9$T@o!YJRFghzJz$pzE8uH}81qEc#)~oTUOI^R6fhk6~ttt<5aWQ=Y_AmiE+jaW_^Jowqpa#GGeq zeBPXijXPCVrWJ^vPB%C|fLvFGA2XPa@l&(m;=!(fBTMDpK7>Yxrs#H4Wwm8(O$jyZ z>x8>X`U$yOi^bRz@GOZ&IFymK;h(qL$JMV}m7VV2?^$|!W`_Uto;_EQh+buZ?|fCc zBE#*!dK<2Zw)#xO>tdA+x;3CLp$NSg#!zl5hs%B%h=gYBUHxJ#H<6<`U!0f^a|0kw@LMwuLw(x6D9! zF!o}oWx-U&K8Q~DB?E%I+0882?b>?SsQ1lvv#eTuWaX@kL$ z>|0_SgyR$w!592wL&vX4(jUK3#?r|J*^lN)F}elEsI=iBqPzt|Oc1Fw6RX%q#%C|k zoU?6ZGo%%B<)^2Ji8=U`Iamdo1}P+6P=DnLjgRrcYyndaM(XHa4fztP=2l0%d*h^F(_S zgWUpvXpnb|GZ26f6@@WU4?wrJQ{p(pb|whjLvNc!V~MaX+$FE~0Hdg@@TZ%FGtkJx z$i(!7(H`Z=hY6mKXVU>TY`{EV#AXuMaVB+zd!_ZjnvC6}#?i!pQbE7M8u*~&Mu9H5 zvvBt0RUK{HMxz~Hp?&Ros^l5JZp3?;<-YfowTDXHBaw7dO8HAKN@YVEWNyHG5K|BGVC>&YBG6 z+lYy?6Zw{Yd^8_q8(N?!9CHkV+-w{M0mB6}YRf^|WyF(|uC<NcSf9#5tm{--ASIVf9MTqwT1!kq_>v~tDo!TjuRy8eZ}h8Hct6X+XJ-@lLp}n{D-l2SqZ>AsM<)aZ3R5WFv6uUs zZ0qwQMIWs440Q`C(|m%cEbQrvRhRScHCY;)A9Ztko*BK6^T@9aD#E-#E>eDQQmWLB zb|_GMux_MA9cwLjxt}Nu)Gv+EDkn>P^WWFewiz>0;1*aLZ{mJas^uAQwk8OXKbj@Or? zO*dXmSic7MbB8>atY0q;cZK~<-T0-r`lULXjZsldgj17wTi-1h^u8cDO{P^(^Zws? zM$bV1mq26wPl2|tqUP`cH1EZ#Zo+#!kjK~|9P4y3V{-|{bIJITVPqpS{@4aV=IFQ6 zbx_EdqJ+1C3AP~DogrMCxw;b9cLy%2;i=)W-eT|6|pZc0VsupJ>ylChco{l94 zNp$>;BnvW36G+UBAG-l3`|=GmWy96xPPn}8Tz>gdKZN)2{L=)Oz#~C0L;Cz zyPz*N@RU5bF$W$wI{Oncd0f~e;H2H?06ijBxJ2+yyT%93Ae6>Bz6OSpUxBydEl0($ zF*L~z3b@axgx!ZnFdCz{5@KW?sNT$JF$LXO|#^8^3r) zPcQ;h^})0DUpz}C6zh%u;2FrDJj43Mvjz6wJd@iQBQy^^brsDd!`k@ZSw3JTbyd%_ ztFY$bNSLUYu`o)L=Ew-e@$q^(&Ng86>&>_S(Vzkn{FAoYO$#x2*^#4opRNoO#` z0Jb(0#^$P+(wwdQnp5j1!2s>WeKLC|s-Vwm5e~e(^mgo8ATivb{pTNI;XkVd!ybr^ zO>Gr7+WM()9unqk&_r zzA6IL&(nRSeXudkQ!(kqPm;&rGnNpwoj^vwbO*`bw&e33^QLNiEhTT<_morI{fbPY zfvl0SbarU9K9@DvYviPcx(ipw3b*XOg^__vffg3A`|R7L;4fM3$FNfYXj1H><7K|! zbdNdZ>O@k5+(8dzgbX5@o9^eK#`Ju$+fKE~IDvY9SXzD<9vyy7b^mP= zpCE=W=8H1EvKcs#bn5g1T+wskWn4U==O&UDrRjy*v5pT%V~IA_7?k=$eG zv148hWX=;m!f3*h-U?AZaE5eyBHRebnvLhnCsB>G0a`jHKK+$t*is8y3=%R@vAEbF z1vI*MAdm!Sz@;l1A5pDlvZpx=3`WFW2ofqwZz`Gcor_v0?TxGU(Xi`Ev9E1+?yQR{ zeB$(4kUX&?{qknMm7>(EVGT9Lme?4;_}i#=4SSG;~$DtwMl$06p8X`wu%90AkGGjBZwhiK_vKv zw4tB(<5VpY;z_t)*Xm)-yVWmjjhzqDZA_9QG?9e8G5?e_z<-uB&B#fcf0Q(mklgTp zkTk!4mNa)q0pX^9lr)&Xl(a)b$Ed%Sw1wZ2R+dj#5-jJx7iKHax4IG4hPMseSIoo| zam^K>gTjOqmLYDoef>{V)8l~upxPcXaa_=ywQQ-f2R0~z z!Ze&K;Br(b8^s6JgxtTYl-}2sGg)fdRQR>P(YuF6IH8Ch34iy&9p%PeEI|5J6^lVd zmv<;L&d!0ow^oJ3<@Y@ON!kOh+zX>Z&6Su2qSAbH;=|I){%&cfh1Mr<2HUmn4HQE@k~&<-r+miM-b*dj zBW#s$PhW^dtzj$)H^6Lzf4ah(3h_py9~bU4h-ry*Kos~Hi>WjIC-YsH2FMa ztk9qFqGbQg(%93EssC5I>Bb%mN>IKEp|ttTfv4{PS*YJ*{# z7o~13R>q5t+Knf#a@}b4lB3~VjeacIc)WZPp-2~?r3QamT9hn5KOqXm3s&uxTyx5F zf8O)M6ulw=Wilv;%J;2p2$h8FD~tz6&F6=9Px4m}!%MwiRO{GPe9);Jy&toyOc>o5 zZyeB9OPsH4T}j|=MqvO@E2`bJ4Npj3wO>wfK>!k20)0o?8G-yx=mCeH-ERAZ{VQD6 zJ5FDSsIraAypu?nSjQ?dHe_d24!tTH%<8e$x@>pdTZS=&h+UD^M3~U(0m(qFI?F^O zd0PM~&^;n%k?E^G+BH_LhNVmQ>`6>g21aQeF}xy&h;i`-uz?H?^o z(aqKfk5)$CT*1)_idGtro{sKUEV6fS#A9RpxcoCE(X)O8rr)3cb4of_*RnxoMfS?l z*%omv9$MT?BFG2ODuzNPR?LmOsUC@%L0QG9|B`cc$?kGyi4US`g~%dGNNn$EmF3}C zHMAQ~Po4v!rY9PMr2Q$30E15~=9)k6B4FBbn!m0GVgd{q0Ze6^_V62>GDty?9fA2= zyJ$B9UyQg|3Ylo1F*-B4-u6r^BC2!;OmDALXkl#t?o!3{XwOApp<&Sd8G^HGBPBD&>yITxE+Ye zrYFl`5=HYX1w2OQi-b3vSeyP_1BGBImLrESlamsp7Y-K5i$V_k4u#PVk}DuCN)K#H z1PT?K90qg&X#EB#UL8$hS160L-M~L)H+sIz&;9Cv7 zJSfd?_?b~AB8Z7VGfIV~H()>1PL)D+YEaR`BbOWbKK??9^kisf1NZPve}hGQ#_M{E z&*{>vj??DVxFuyWO?f=6z_sP<#lD!+~uA5?t!A@c6cWv z?K}sW9v(_>Cw;5JbF@V!Qc650bmxsadg~5DrQD{<>(4j!YS(?ts+p{H&v$x{+E~}9 zhV4lR5*pytvFW=|u486xhy%BP9)N6x)4TX1@UK>@JwphY7k*JSEw(LJEf6ik5jCK8 zdP+28XdGx51IEbda+bn1e_Ut^+hGhCA%9zyv}SCX*lXN9sZ)jdQTB56BOmu<>fk)R z)O(3K_7tDuq}f}&s~8tsj5IjQAZpJn8U&phM!6#nl2TqHf8~}DuY%NZ1ua?ORsY4> zo8|maD}C`mNwD%pQefYwN$v*LdmEMc_UkG`ydJ^*&kb!a)vlDEtK+`?g05Dc1NX}G z)!LYCB)jEI?O!bsf#2rQErt3qFxUoCLsb~aeAW#uMTkauPeWZvxomR2;O#`-xjLW` z@QGdST89cAUq`jz`G+pm$1?*hLeY~6<|c(jbA1UFRg|w_jY7}gQQ4z$#lvgoGA4io zl(QxkLMaG**1ib?XL)sM0+#-z@%0-g zqb!o`w*^6X_>Oqi$Q-zc50PJhN&gOw$<`p)#N2fZecuE^ zz$H4hvmw5I2Z(c|@TR4IP{7F&ZCmttqef4Be@283XZW5;i#o(Q&74&E5?%>3YWJNQ zZc|$3bL>94pbi}5dKgvCiO%Mu46H|}Zft>)k_;Y82!{05fEJkoUK`Z_*nabwG~8zp zDA#DxT<`hzOWLs-i5cdSu^HyU^yEtJ+xt}W;Zpj&k|56g7+{228W^?Y;BpCpg#!G% zzz9S}@o_Txy#Bvm>^Mw>$dzvp*O&{}xVPEFpAVFFQ0mV|>fb9T4?pP7Z=lqieEg?u z#?qt4{4z|{DNhx9;A9=COr=Gc?dR+Ya{&?gHLK;=%BP~QL`XhUckO&9WovaI?(Ye8 z&=fv6KL)!Vr6*U_>Q0JG>=)KHGhrv;`*k`()`ww5HjbVIsG>S)G}B>0lq5e}R9UtC z)J;{Ex$>7XdIEVBWGYgxIkw1PquhAiu*FAuoSW|WU24CKIPuFjMH(mh zmU*##b<)JwB1M{P`4&I%eJF~=FU5*9Ir1$*;`^8si5?$+&d4I+A zpjv>ostfVtgkB2fi!~D|t6&Oihw(b@>ii;3gt98u%5jQ{2dE!6)V90+7UhCWEWtkl zht$f7nV^C&eB?N4+K1(!9IsEN=hF<$2+Of$Rsw_J6MZ3C zs{nf+UG{5)Exx@T20{x{n&RmQOzN3!JQsx@Q91c=7Ko5_=txWLTyJM%S}wm{J$zuE zySlF7)ChTMMs9wr;Zsd*(5U;?Nf#bcXT z6o!l*VNW*`D)a*vPS>ErAX%*@1k5ZjP_cbk&;Z1=SI=w=CwOshX-O2d6aE0UHRfu=RNDZ@4O;KfD&gfE6dY32|!jl}S^xtiiwGo<+Sn z0v4kG2yEt^Ct(Deu^B0$ik`7}Dk6cW=P=uG&w+!~6zIAJRg(m!eiM3T&L$HVtiqkb z^j(e$r~f@1=;24)Ub;Y87I}RL_}M13@DW+g-6cK2C{UGr0=cDr5=Hp9AJLYWKm|Y0 zF5+%s#10l#f;a`jB1(UsEP0qHByDsyet93hQa+vQsoY2|n5jl1fIuIHo|X_L5OErY z;#sqNY*{gBiwo?vH*2c}gnX<*pC?>l|0Z(jmHD6>Z)X_t)wlu_PoZ%;molEkadQB; z7GK{3c9s6^AwpMma@t4sa6Ngb0eeb_cO_Er9{JHC>EW|OfQ>5FlSzgR4LceyAxUVH z+wYI$WT}D|Q*(rZ>w(g;w1hAVZtyxkqmxqPGhr}&rSm96Nj-(L3X|+YLIk3YMh8jz zu!t6~GPI^k6{MJJV)aAawzxe&NG8!eBnmK@-QqM9*7Y#O^!V*u8U;2CU87l z_i9Jx1&F$Cau(lqoDi*xeA_DQ6*9r=`ULi*p?~}4m2aOai$s%SvH~5WL!`#zc;@x4 z{%EcJhJxn0r+wL=Mm^~urZ~4_G->$t?aWOBMr`f_uQ0MKY|aRF0)oxYla(7N@tzpe zL#Ic`(%$p-GnUi5OlOvFHRBVX0oJ$cgGNd_2h0xLlcX5CDB(bjm8?-8jfC*C-J;@m zKyT3Fz~MvutDqdvcS>I1VzL11eU-gdVLRYbHGQ){%Dt7+(7KPA(5idXhgDg%(()MwUBt>ku%%1MLbG>e+M1k(K7pkG znBbP#HcL;GU_Em8>CkQ~q^wD75}+7py;_<7bhPxi4?BM)9#7lCIQb1Z{?%cqS3xyY z;8X8Qt+hNXfF!WHml0cQJf_`GS%%?rLv-Rf+Y@Qyr-33VTJ5{Bt0SyO^i=B8v7Wgr z4)Syo$J}_?Az2JgbLteZP5muiKUty^letAU*D&wMF|DPB6SZ`Z86(WDdq&QAuq zzuJH?u(13W{QL;U(7*ZlOr!iv?0r_#WW31YA-WT?Zq@dUU^Yrw!wk!9b-&>K1>g^W zvYjSXw1kWK13>%$0754I#6RLf_y<21|B0U#A_sZ1*f~Cy<7#{_S^j8-9eAtxbzbtL zF+Yb=q>o_tq4jtlF}C^ldKn1p&6rA*^DG!vwn;n`fy7i5Vm5z8<9G+7k{~ZDW}%>7 zQ+x=K`+DAA{KWY7!O#5nn%cU5;ivL%evbXgPxk-eC-4V9kw5qurL)UU7)FK0-**Q9 zpk&=p9SX1xo;eAVV&+SvXSk)19h&h7OBbv#_!zsTswt0b@;15`_9E-FR>ljF0@OA1 zDb5P+E4~A`5gSo#r);^7VgB}xdId^(MbmeGqxxuGLDra`Z?YsVl9$r5oxS7P+>G)+ zL9zm7{HBgGvLX9J)NNClrmY!86}sHKRZZs|f*xq~u62KH!IG1SbU5o@f`T7xyMId4 z@rytf_(UVfp}HpKO6noiDXJO55&_C!nxi11Cx@mpggMyCQj`d4s`!TF$Ro!hYUA(; zsD=oXit1f03x=MxkKKjTP# z?IKs)o{zYNf2NS{W|SfSk&<@(pz2p%&p- z(NCCqBXKZgwDO9Cc3dqA^&ohxYb%?nsgLP~M2wnIY|sYe7a>&jG+j145FC{P8}SkF zT=X*EnWM9}yDq|%)ib#oKhs_o17#M_{A5Tbp@5kFEo zy3D;DP8*$1rRvaSKvb5;E9`RXa65TYJvACDou!%-9t|{fG^y4no(_-OhRQc@P^fNP zFe%k6p*58qK)t@0D(0GOtfmxAyDB#S&uSf8(=((xfY4Y+t56 z`_}!KJL#NwT+L*SE2b;8u+{_~XBZepofrts1@DD@Kd7u74$qgtSE4whZwPyqV6l4-(6w!G7CRf%`56+KM$OTlw4u!mKa=0Et2MPRRTBS_ z#j{(FDm_S}Ih;NvwPmn^!+7e+j@wv`{gkZI+IqeA8uh$KRbV9K;@T4Z{jr{t*#fZ^ z&QJ=F7zuNmPwn;~+F47RzvW2bu-)1w$9`>m)VYr1#MERLa%`>KuiutUtItqvbF1D7 zd#o^ZJu!r!o{IJMm7xfJTKB!`>+M{AXf{_2(lm>r9_-lHIf0jawty`G&eQZpTFRU# zUN2jE5!+o5x0}~onyvl*i@-MvStJrT!9)qyA{^AYrV5Rs&`FllliE+qy9F z?00Xk_95o3rz2G@jN{(|N8VZtw)v?0b3pZ+jxYL3F zx}A0yL0Ri;$jz~?_cAn?fs+4D?#j3DsaA?(b*KRP*eBvR5P; z5fW~bE@1`2T1r2Hh;?%(_>U3!Ij8%jzf9cr@t0*%*87a0!41CGVLjaN-V6woeXQQ# zT$VPEBV^_HPd4)e_k!xg*wJ|IdB(*Ok-A#wK$qI7>ibPGao zHALbAqSL<|6ol-c8rWP)dlvaH>>NP5XF@I>hl57**_u5 z@C%}09}oqsD(Hj4F$9HNwP_C<_zh9T@fwY-l9eH>Equ~z@xmW*&mO4{5B)-|RB`^? zv0uor0!iaj2J5~eB1tFIeDm`i%2o0-RpJ~74o;cGSk;nv)XnTl7b*IHXxtwV#rc4! zZ9R=HBFDqxZ-`DO^HWF{Isp8J=pKacwxh83_=XO1SBsNI+kK&01gU?S<-r2m_hq=v zEXhu44VAXS)sokm3R;?^3*#TRck2c#Hp@_$&rQ%%Q8~i!2!!mZ-H)h2-^(014@g#- za93VRpTRC&ov5zt)C-7iL?Kdn``(WK0-{B0Tr@t6Qf5=x9suB&`Qnb6Ykt2S6t-xd zqF{W)mwTDx*6q7g90xNAFqbDl4>_<4WTL}Uvw`{^CafEH`?|$(R351EGbGUmMLqu) ziWdK(Xlvikt)b@>qy6%{=GGRcu|bRap&?9pZpCPm+iM@0Q3bhp&Q}0)DA80|2sr+U zbeMoS3Pa^}!>45xlH! z7trCe9}@N}fOU3#aW7VIx}u5uRt6w1-od@pYEfp41zt#VDB&7g5971fF#NPu%{w(y zCg#Il1NhD)v140E(3{oi0{KDRL~HArKZnD_2FP>~d{d$^0CgohKk=5nEDx>WX7`q~ zPRa=?1Iz?>WX{CoXwa!qN0)kq=4{fEa=AzKz>nLNd50sM3jwtGY5I+0s7`&-=RNN; zRnxH`HYTHTniCQ|fZjQgsxfR4mu!SXI6pq?06l=>p9|QAPXp(L2DGh4roJH!lE&dL zxhl+#;zqN9VJ?Ua*iZprtN!L!T4`3La9>(rxQQJAb$Bp4RRZ0<9(kNJO=p3E@{|7s zLYeN0B*onzy+*8I=o+!-QRRQDoBR_ey16X>9 zLZ`OL1`8k_Q|`a08DrA?LD0|Cs=}|(zoz)EUsL>S+s71-@CQMkuo7TBr4K=*@VMvv z$MQc2%9r+wpz>vz6b)I(;o!ILa)2J*c+V##^HWR>A5**p7-9QAPVt`oR7$9+z+$`- z|2D-lhW??U9Dhvlb$=2R%=J$Vbw{m$NH8^)t=S!o&=lqx>2L^rOz+X^BSK+k9`EW& zcuMC-(Vk#~OU)93ay=jq!ksl}=bGeQnA!gHhlhHi;`-p+qCLzQM6CnKRC$#H;@Bfb z8;;VZ@+6yG%4p{I5s)t-6$JF~x!Hd;+mlLAwatw>hXP?h?bs2hB0&4hq2H=&=|a68 zV5gKi%ppcC@4;EkYaB(xVDh!j?({umzeJh$c%25IoEN z%>EI@-?!5m?I#MgqkbXu0yE?2tO!?zWHY&tN5R-N`R9E&2c|;?ke97$H%r?9IA5HcR zFF~k|ausW@wH<-%rx9(WdsT%cXBg0MTf70vU;V{Tlo#aOJjwd>{494pJNy$q~XfatJAFp|piFwz=}HI^sOT5e?gW%hN=aO^?8;18c| zGjZ7HtKqi5GEtRM`fTGjQgPT!0N{t+oMs;iNarw%@o9D-Sfyh~yWlW@S}7l3Fm(Vh z$!pI;hREY`zd`Ul8KX%l3_z}uo1bt?m+luq_qL?pU6rU6 z3DdmL1t>EUB^FQJJsPyzTB&R9P2G71G4E%TJ{{3r2;j|6D~-NW0`Z_}k()o}jqy9s z_U8ndc*)H}62}a4cWHrgv;t?c`9RRvf2IK*zAw7a9ip{n{pR|eTHrI6CxTI9IgPu5 zK$p^jlPjwXe}|yabfE?vOs93-#M!!ZP$1llW;bg>a21YS(W$$0;_1hW5`YKRGAjR0 zQFnv53Tge17#>t$-SGOc>P_ z!vX2&LerBpSSF`G-?%d|49+>m9o7eh;D-5JYVWR*M&h49(S*ok69OgdjCKh6yuucA z$cp?Mmv0uK|^7J&6yL#Yt(E; zo8>t5I7J4}utF93yCX6)j1c`s)XPOeEtsYS*XZaDBoQf&42kuCL0A!(GsNT68NrCc z_Jv@G1{R8A^Mzywn~@{Jp_H}gwUCJEG1JJ2$3vk)_P~(T$xs~7jtbLYs^!dy5sVLY z1pqR)F#z%^(B*)PjAH;|sSe`h$;(z`j!FQNwxZY2xtQa?^0ZUuj0M@W2XcYUp>~mg zl_I-K#ML7>l&j{87sZLu?^lYK^bI~KF1a>{660@Nu_szGrOA@_gc4IQ9}_i77O3ST z(#*rPpvKxm!*d;XG+k= zn~y^>VAKDK4xy0L{@t@L;ywU9WGsZmj2?@VP&54#%w z$iN_QuSpT@w9W+|<+M+;k+;SOS|fkSK8BKDxbG91@05NOx<4~JN7|iW)TEz^B); zaT97A`i&@yM~J8wzr-rE8~CKwTEhqM`OJmTfR4cscp+xU;QQx`3)t_ZYk2%y>MEIl7ZbZZcJp> z4Friy2Z$^0=b?_bP|hmMzGN(H2-Ad(b{F@i9@RY@S{2&ZEbDAI#)$jq?6Ens#^l$< z=*>BoeC*5e&K0OF!X`1n1SVitZB+URT>Y$u*(G&wVhOm#rT?N^&-LK(^#07 zGRqPdvDL7yNNn@|bIB`pO|7F4O9Kwe9O9jH*knZB7i-Sk7KQj?7g@(rM{|$CGze!k z=8_JW*hUkA21ZaH2@o8yRpl@Z2p&pXKPxe`vS4%^tfTl;qGMm)Yze_ zV<7|!`rOD3jfX@S`zvIN&WRQz4B~6rF=w2OFRGmy*R^@N+wec}Rn^}>{0o|S$!OS0 zKSiDR=e2GX|MTUp(vU^eBG!}^@;cXdr*Cg?-s>FNlp%zwH)N^@M#xlox)`8iWU9hF z3{XjO)e-*t7Kl_8RQP-G;MYjDKqHkDYl}DLD!d080Yv7| zt9appgv*%O3l_0G9YcTg*!+&^!{8pf&u^N7v&EaJK~3fEd*Serp^JZKXx-l#8tl&u zt*$9=__qvQq~Ztf33b@f^?Lw-bE$+*Ci?aEa$N)y=O1f44)y7X2ZYcKnEdxH%6Rrd zR#FHZe1>8X;a-_)b_ndHj0?y(UoSGyWHF#~7GT!<^uv%KWiBPt_e5Hph<8%?sQCOzqXR=A`%$LE46RlMA9Q0H`K$ z{S(%L=Kzx4D!x43d}QdMj|@F+4p&w!|_t4%%Q>)K_l4*=_pX3)Pgl<}`Nc?|Td|2ac3Ej}1})8;dvy$WZ6 zw{rDH76x$MU{)1tM`r0}0GYV(HDB}caC7{sX0Go>+-|M80uXLQZ8GL|FNUS8 zl2X~rqnAY;mOA8tT33}g(llc(u{w9VS24WN-Rs6a{0PqCb7dJs{q+1!>xy8$}?S7r&2}3vGy+<-FoRF-11b@N@YuwZ8+*JBxq zqc4Y&0UR#v>!U#>4d4sd|S=xW|M|3l?=Zt2Cu!(t7iiF zbp~W<7KiIBLgImz5m)u=WW+JM;j;SojzXWnBLk%PYa@LE+o8=%_=Xb2ZLDmRI_ zFz(dGRQ*Axq(=$=ch%&K**>D%Im!F-X%uI3CDZ7qfbzuZS7|;`IGD)~5(4xZVQdU0b zHjM_^_vM^DNLBrMjDthZS7^)L#~MB<1`WRswH*T3vj<7o3kXP`+DqK*@pY*R7rYss z)Nl8hQ*sg*RE5q$c_Zbs|qhn18mgwVhBTX4-?W?Yk{INq+e;_w{Ax#*s*KebU&< zSw6d@1*dB%ByxyX(yt(6ICt*>mDQpQ>&p3S5>qS%l%H05&hBn_kFtM6h-R(O~ zfTYX$3XAfqAamBBR(WA^a-H)t`}NZSr-i2YhH8}AEDI0;E>k8Wd9zesU}NW5)L{w@ zb0uswlhz&+g(~Q-8idto5gAH8P6#wUgPimlkq*+?vBShCAiBm~u?&+U!ZITm^`=g+ zH+E%O)~`Z*(0bd65_4JS8sI>(Mh$*m9p#(wmXO-;KPtMZa>MUSm*Aa1puR6C5w^by z$_=!_EQYf7E5n1?eaYGoZ}_D0#!xFhuY)7G=L)m263Mhwi4T%n z0+6q8hAtaSBgAY*_#4LkYQ;##E=5!`UkxJZ}nB3wc=7Jn;CVCUNZ ztQrveUG>ezU&r7`O>1ee8;VVztyc4tlS5PN!OtAX_WR}tdr?rhG^{bOwOq!M`+0xT zkZt-QRfT?|4V=+#ipCc*|BSXz2Xm-G)wZrp#mz~Pa~8~3#l@Z?pOvm+o$NI&70aD1 zQlY_#G#dwolt?U8l19R2ghO#q^2{aQ#QfA?DU!AaA6;tNY5g$Lsw$au zV4Im+tbBJpAJ!3KJ`heahXE&7eiy#3UdFbu6kRTl@O$yYN!EMdk@=Je_j6PsInYuwy`3^hF+}yTaU-@%Lcb=cdM{X|( zvWMO1&X>LWGghbR@)gc7Z1aybB}6#NNN@>HQPI(c7_2k%Ch$t42(r%B?Jt|qM^CJw zb*h8}8GEI%;L*w!QzY9xhH^hr3#HJBo+`KMkJ#Nj^Y0Yp{BdaP7124Q_{XQ6=(*ij zo&Z|!t0$OOuO?I@v*bWKiT&{rX8e%0@?GP#h((-wu~F75H>-j&ZZ2r;OdyrwsV=Ds zo9nJbyiEM`G0|aONdsP6=6^J_cs?bsJo$P_`Vb$ zmsYlwY3R>e4U|?*EeTKM98PzELX_nrM8>xwDl=)On15HUn$ot$f3x=Lb3*w{?by&< z!NOPNtcRg8FxcW-59StR&U@`foNt+bm}r?$H}C5G(8#f>u62$FiFf?1(z^_P-)bLI zkMs6w-F+-3+fjK`9M7##t`2Q}?BtACpF?S2u&jF%6Xc07tyJ$SAdcd)qwIhe2A|-u zu3eY~(;YHq5rq}T>-@Tz5P}wdHW!ip+C|j|yJB2@FERl&_%erg)|HaW-1l5Q(+aEl z7$86U5KqB>SXdB{Z3rK&jklUw8YB0X%^_0Hu(aAe6F{t}I`a;6vJtr7&Q8{7B_EtC zt|BYH0N=Kw0qh{t^{yKu9Cdg_Dmz*yv4f2!EIxGVJ0rTA@FkDffna@1%OV%-aM1mdjh@<;8 z4e#bAYE7{442(m@q^`1DK3zag>d?r|E;Qf>L~h9?-0p-obaQ4RscUW`ndRUU8}3hn zRa&o8IEV6&L#-=^SiCevwi4E+qh>nRVws%BtYg{zGK134q&pp=Ydb4AaY)jIHK~38 zLwSn12^3X31$Z=M26g6;fVWrkoD?uVR-)=}ck?+_n0OyqkJtf1c zHjYE5#R`Hu57lLYwkd5E$ZAB@yl-gd48xA07OSe~NDH2rEviygRVL>* z4!PI!Mhnde?KN1lg;pSf+@_o+^0w*0kXByoSW~Z>UnsWnB0t8eSOHUs+rf3=0q34> z)ZQ$68gba;k?lhGj^a&zpN&yrV|YN%ZJs(3i(0j>?TSq z`K&j=fs~Avg5qA)dJ9-doTD^!p~eU~_GzPh&W+;5UuiWDe9R*&Rc*S(ya`@{;wP@X zJ?>C#)199pEK__N_%0f?xFwgls9@ex(2d()nb9sf4{HfWXKiTt34#}eGH9i@tcH8-dK-atY-F-nVx6&(LY3s(UaRI09 z*9ICgr5y~}$XX9)8v4Er>KtRiKNhA;#HIp&sKYyjo`&A0bhI)}&EEvQp3b~AzcSiv zD2}*U?sbB=4>MHT-Jh(%E2_d18&Y9kHhkM$Obc}gE5}rHjTlX@@GhzbxF;7};!Q&J zxbzDDhK#TwS7?j87{%b1#~FvGGLS|L8H5kb+)Ezl$u|s`BQUr*8EIU7KH$ANwg;$b zrt_Z17ANo%8vKFcP~Pt#VEkC_IeRzem4xY{*b0)N;96=lBl8C4tY_G?{3lw2j{YBB z1IuQ>R`=mGU$n&@Vt;$h@Nch)BKaS$DU$uuYodw&<~89bb7(=ewyy8Ly#`K|6t}Rp zE-vaU0?PY>I)57?h_dae8OrQ@lwVy=|KkX={#v9NCpq32-#*jY=Xa{2#{srJQ4kAr zXt`*7C?sKH7AEJSY0i@3q-ae=i;olg2&_%DutBQLIT?0JSUcysfX)eAaEeT@)c+rQ zZxxjXx;Ba88Z@}OySux)1`^!eU4pwqaCZsr1b252?iySI=Of*_r}ysu|LHk1=Uh#` z#adiJxOtwcdg`ruU?bH>1Fumz*RU5EaZwpZbe)i=42`BavivEJ*tI2ibl44P@G(Nu zS{iB%A|v|>;s;m}PnRiO*=m&WXI}f9ken!=geQp!;x(*!K3r8k- zmUkxev`5qRkv%-rxfEKNZd&n>N}z8Xo#j_JSyRNJGxe0Vl8!m+_z8}JmIb#qu$-V+ z1fI5F$CIE*czk|@0&j&)D9pYUmLP@TJGuT&e5Y5>T`g?T?gn`jH{0B`azZ9mzuNvp;L|7N!qit( z?N!KEC8ti^y=iw6Tzo>frHfMy-Aow!G6MMzxnWUe1P&OpKD{og@IA{7yi`rS0vX31 z^!yE=Vf`DYAOO((o)PvB-gN>14Yv3X0HA423r0eWdgAl%6sQS}AFHn}Xe7{(nAIQ= zin5Gb-?>s&^^&w|h)wtDN=h%)`{4+2`B+k{xN@7s`-*ruX03T82hBDON$-{*fF5F|7@Bh5s{MZy z(8T;Lp!t_T)B8UJ8X|x|a~@9t>@Epj#0w4(Xe|FC&}3%*5@_E4n?Uo4XuDg>0E68% z#Lbw8PL2SY6z&QF_yfgknw=OFq5`IoVP>=-eiUU1Gl?o*s8DK=Y(Hjq&b&dG35>0! z8(c&o@3d!nvqa3OF;O+?a8s%wSG%i8_PI@%hA{DA5T~38Lm7oqO4sD*w&8n_tcG5`(_6kyLm; z9##Gs(D3u~yWI+L%mPA(RQ9X7x>%JHCu4{^;U=m|vyQHm$&bQEW@2rfxYO#_4kz}% zulBv^GjPB38LKya=94HJJVv%x$A=G%$!m^oFbbL<>tS(d9`1~3*b@FHKtoRt z05tD&FL&Mk&jOlXGR4Jx9ZTP)U^4F!UsvQCK08A7-bQTcJkGWJr1mrSBFZTg;UngSdslB3HO^DERydiXYGxC~p3(bF#MOYos5pZNIH?^SqmL zQ``yY9N0$gw>SqmSo91W8Hm+fj_RA`P}=Amwh2wGKFjZTfNkICtN_O8f<9M54`Z}> z@uFx)i(PVFE%)L(=WOVva^Y!F4L3mZ;ka*`s-d1b+)8wayf-_nnzQgS-h|63uR6_*S;fn?%FX zQq*m4s@e3LM3XxBOQLB3NHpFuOP-%LO^#oEq0kVt<&%Xlp7clUwS^A)55O`cW5_vn zp~bc*Vf+KC_`IAxD7_2ujm#oMrlojy&6W!-pXH&@ses=B&n1Go6rB9` zU&9h%jwfHL�N&V-}XXH#M-pbBkw=N1v)-!lN-%+n9d1)Lfrx*H#@}o`m#3>LR+( z8opI}C*5`gSMmX%(%3iW4MQ=Kj|}&rB!)jLtI++S(tM99$*@$XG#^k-QSbuqO}qxB zCh#=XtBcPs>b?-r)UEXx^nC;>cmyrW@^G7Rzb+WtYem6h z>R(%T$oG6TDtyV*KM&fn72LKk*YpK*?x}bul0mh>(y(aaA{1NpL@k9 z*BadAM`<<^I!$MC_r=+Oga0^g>FQz#`62p@Dm55&;xj293CXUO1iW+o3aC1=2+GGb z+i`YKu9u2!8nxI(IeVR<&*EkE!HF07H54y6vt&?2o;nIz*9km)LGGoTf(YoGRPQp# z2mz82Cce6rr|Fuzz<#RLy>a=%M6uX+y@hwvK+58#`|vD#O&E0rUpZ@95NLb;ymeSXn=7`ghAf|Y) z7$U+0qa?D7FxD(6AB;#7eRDYDs5JD!%*s=w#`859SkR~Sz3oXWXr1G*`?5EbK?)V2FzS@ZP%f=f z3u%L82-2y>#9>he1C6IR8wY$aFSHZ}XB_?%Bvz1)9AlBk)BhEmCUTRdaFs!)Ypq+5 zmQBTyvOtsyMrj&3v3H(ac?hOctr#UBtNNrMY1!-(mF&CbTs=KdcOy{(;exQHY(MUy ztpPvtAQPiPbC!g_BMz7xGn}vRI3-?Ae_x1}l~I3l%}acEG3 z8Cp#0NIpe&!MqoaE2YpvQdTmA3mz>|CLs%sE6*x0qD^{dB%?5b;2DlT3UaImcjbp; zBv?Gl6pLC`0b@9xL}Gqt{uPO>0owm_jGk}xv`)VP4IU1fXgckAY@deX_TZp=_68sE zHWDO{OoS7tM>(y9uS*|j9~9(8Ou4JAzcV@cn(fQNF)1A2iO@|0_W1g918$X1lUDml z5ajXL)$X2Vrvo-!(0MR#@uPvUVf1U_N89q9;dt zp&m@Q=!Ja?EW9apc{HC7?HZO<^VD+Rr`tVn`3Cf+h45ogJjj}DSmh1lqDM*YkQ5gg z1&clUlw|dhqou&2HL9SxGbK))^hKs)-3(nTJ@6uYHKNvq;yyk3o;!c?4~dY!-DMb`L-Hq72T2xxo1P_(EjtJ>Bcwy&W2%we!x}_cAir)@E+@ zCi?bp7oxuokX+rohvR?!L45>7QjdzXyv>k3m!@7tXFZu56nw0HJhpV)w;SikzH_MG zs$;E2(mHa!ZjGO1g}y?1>6(Wvw@`MPLR`dQthDCD4bC*)u7h19e6?95ao->uG_rYU z?B&)VV!N?FMG3b*(x~0y%HJuEPM?GuQqeFnck5n`#kiX5-tJx7{6RO`Y0C9@VE3x5 z@AHi|)&j7o#z(vC+`5`Cx{d;?G-?Y^0nRYtaJGuDNx1z@nG2r`S@SOI;_OUnSGF2j z*2ZQ^`!b9gx6}X@Dd)Bm*QLvvZKDC|D0Q4F4&9|q9h~zfrNjEuXzGN$#WHfd%^PAi zAeA)^^qUPdbuK4Rj*r?}I9G%Hg`ei);=2kz8SU1sao{w%N-U%ECNM5iNDVeB@(^@+ z#N&Dpm9QH*!_I+bX7dSaa>OFr3e1^_EXRh<@+Er$(m8saxg|lqZz?DVZf#y9XiLV0 zO!;&2gu-DX{#!NK zEi}b+u%#pZM@)Gwqs4U0r6Uo5Z@F}x+V)(>E_uYZE~|YG&&s!12P}5a24mPpVob%U#4mdNo5vg$&V%Y7xH#4$_FchzsS{9|{@jf1e-_Q8>3){7BL; zX6K_Jt!wuk}lv$g}*so(8r`}Esp_H86C68RT2N>RFy z6My>Y>(X)GfSprrTK~Fpm^uFbF7VGYAO4`xX*+sg0oxtXpY#ZpdY4w;STq!gISn$Q zIGd!+kB5>{zCyPUtmztJBiesw(F?z`=#QZP!J?DNCjczE;m<4@{ZA}f;4ds%=T9u! zMV#s|Aa-4{C6zc=70Mv&`z$+FC{I!;cfvp%6oa>$BafBQ=cY)@XyWy zne7>7V_siw34T8d@R7Tn7uHA5*4b2jbt#E(%*~(u_Bk{H)*@1Gb%Sv4%ViUXA4vks zC^ndFj)F};CZT|UQ9`U6AA}c2Vg7iGiW>=xStc8%2~@CFG-W1bXZ0>CL+Y)>mE9hZ zAX8dsZxY3}dEDXkR)$~4H(GtT$b9TQj*PDITnRl0Vdm)g-2qIHI3y9}@A&;`KQU~1 zspT(3s1+9@F75c9MH@ao&g1WC(1yI!O>p{tklRdJolKbNSdHUxo3=?349$wjz>w?p zh;8bt=OrOemoZ=l1&$Ig5usGo?UNS#pwMqThYYg!Qs$7cHQ-SBaxw&=m#*BVjhES`9bHbAKF3Tz3M9_d#xZu(`Tm_xcsD}#D@jVrSqeb)B2 z^!kyBkbd=j&26P0{q{0x4M>O&*_Y{(T~=6RbvL`VJm(Il#lF#O^8)aq@Hw<&*e=+p zE8w8oP(H)W6rB0w!D&L*xpWGM9c0h(CaLI98;DWlv00f>j>{f}6VCmQXmB52@D z0e}!IJ)asId?=+vRam|aqn}~RNz1V2KJ*0P2SM#rY$CXRLUm4aQ0L-`D%IBetUGYk zr~y)j``g;p&RwM+#neh3uRh1(RCVR?R29woOM3{?R+-E;G{%8B!h3i-Uu6F7c2H(0 zEy1k!*YbK-&ma9?o&`P%{?oHS{-4eQvj6k5K*K*{(KeIC;vOaNtT9{EEjq*N6YYi)NIJBhW=V&!qm2AQ=^K4xD!qyRmPN<@ z@3QEuf6k&!%)j;il|_4$LU)S366~j=(Q$F6ylWD*(?70%uZ<^cm04RCw$#C!5Mf|_ znhj-tMpvr*5oNf0^Jm_c7Ms#{gN$eRveUsI#TyUv`q)vLP4nTws+Jb&Xe(iH@*#q# z1`aaYlE46?L-VHfL(YH0q9+0yZxyicZCj}=R6_!(hpEx~1i!mUtg%%l zGFBvzW{o8kuk#dlg7dq(PN{k5?4Fqa{{NmupZ~_9V@tN|{t=7Lj4LvEm=7Dc?C1OH zF21v{j;aGpA9lQPe#ym=-!io&?BpO$ioB(iG#5!(iv18>Y;Ab1AU(ZXRy@^#tIWMr zX*e6T&y@2>6-s>wsU~@k(PK(3IT5;vRNEGI7X!=+CUwKECUN)U>}F#mYpju)gN<+5 z&GL;xTS&>ixU8aHhiPd z&yCr22b6A}3^yvte{wn$F!OaT-($4i437VDI?QA#;(q(x>98z$$=4Ai6M6Wybx&)qxf|JQRX%tfbMFIjLU)dkNL}1}o<*slThyasA z#+S3hHQXu}D+Y~AVOe=uRVSU67Wt|I4rHa(l{i>=QF+mcyWZGt*EO;20QeTw#>){oo zW{moA8f2p6e6VV6^!jC9aiJZ-C?wb{j2Of$X~|K{t>l>@73AfZ6$g?v89oj;KM>fg zs1Kuw>nRH;j140>TX^KdBFu1k;q2f8f6#WoyHok+QT5TNP#eF}jen;kkw#OskjdUe zMLt+Tk=c4TSiKX-7MB*Qk(3#xKa4YT#0OO1T6~QWUbw41bX4jSUXe_pO3phHk**vk z-eFoD`4t7$rDQbzUAaZ+O=LL>t2Ip5jE8@8C{Mf>xRf*V@ss>6qTET(P`^nV6Ny^? zS8w~#B~#QZ2Kfe&qk2?tT$;f%gZZTUCYSo@M|#!eNc-xV7YovpJ=!=6daI_Kf_C@r z4r8Vtp>d5bNaSI3L+C5SF&ot3;uES-6PVy^`n2U+f+kzN3YS zI{t}rl5*O?BFV1uxz3h?$rdNGN3ZQZJ}OT z8puyWnwd&&ZB(OWAX}95J%)jaKPi`&HZ47&B*Bw#IgENJ+0a}FrX_I_EAyz7O5sVI zhcrZJb$UEGQO;dO96Q(E8&K+XO%V{Eb3bV}o*fCOidmfE!^oD!%va|J!HJ!GLz}>^ z|9SWFS^r^Pr-9(l!SuDs9ILdKVZzZP z&hjd$*uofNf`PB|9_5;tMtJz)2N{caLGk5UOL)2VKo%k~&lA{5Cu$F|s18W49vBv(EwO(M;MAGe(v# z9$zAwQTx7BS*mBWd^Mhf$s1>xZTDj3CrCbjjDUB9c{CnZ$XY;`ma%G<5@fAP-c{WI zm(k?NKrq$yS}MG`80%yQt&+JyzRn60=EbPDfS-ajIS5R~kY{`exwM-TpJh#Qmh=p^ z5NR$WGWA{ZT@Rat|BB8K)y^{}T;v%52b$>@p*uj+Ckt1dnY-x`)!gY zl=m`enDtU3H1{k=HmtJEOtRA%#GV#-ndy3%(w`{@nV}vWO@r7Kz7T%BVm+v=LSpKf zk>yS?0XH{OlSOV$1MR4}YDDA5uq0wlHaxziJRC>Mqm=e%GRvt|;B!pZRt)}b*P;m8 z5B6ht=a@n5IXCnJ%X{<9vV@$u;Bf0G__>T9{hhIQH0xzE?G;*@)oDkk$wi_^x@X6x z*jyYeU%LBm0b!+1=}d(Wr`-q zDs~{*4G-_Xcx&T|zN%o8+elF5$h6SUkWVgL329BcjC&cDq-0}gCiOG3b+4S0=<^dl z!dw$SWCS)gB%0VtY-~9^IFb8rp-2<58KLqBD~*Y7UHD?ZVhxW zg=0?759xfMxQmOncfTBza7hRrSxoQBXv{XrhD=L?ZZ|h648QF;5R1ubed>W@Zs?!Z z8KP`KWUQmbhcanYYK=MCbR_F%w6`%~!oV6BjHSnRB+Lt+a3|2zVV61^e{wmvb-~C| z;n;Y85RAuO6&TmEt61~IpR=QqXBf;hfXDa|T`CGY$MCK_&#)ebG>tIHrJ4v(+^8{P^ zmqx}wR$CEVFHx>B59oY-{EY*Q-@b&>knV9%PP0vsWjU?mD#hFb$D9!NpI=TE#@jj+ zzqq7%=j0El)=t$RT#n?ge*igYrH8paHR|j*?D8({>gXBA@)-1q@ABSyMen=md;z+E zeA$6vQcp9R$+~(4-2#`o`kPJ2^yl}>|9S<+&h(Glcy=|lZB*D1y(g-^&hn*8tbIOD zE;R?26%YvY4Y&nXrJ#`vN!>*jxZZc!;~wB!UyC2JhVm@ih}hr4jILM0fu%gN z8Van+t;#+3=$6oHv(B>Saz@Jy&mhRu+N2*RLz)%q>C}X01-Zzh2kAWmf5uf`$3%s@sy?TysNaUChdmiwR?(4SPQjgUIYy~KN5&4W_$>(M{j1_rRgrl(v9eqcg zMMMmx`lBMO2J`3oukFA_m$~MV&@9g&kdJKO@r$7Lqi#8o`Nkv(1yw|8O#O8&>;jZ{ zRJ=jCR&G>ZbZ%-F-9r_eW@{q``AFUG!{Jw;q!{h?huemHTM9M44@xL+6(aJCy?2z! z|8hdC(3Yn7{Tnr;gT9R%8sBz2p&e7uRlL=>5OrFxR}G1NRl$X03_)w(C~bAqol(w> zI_h$yXEoD{1?R~gZkz=IU=im0v=8=@HQB)?O@2Wlg`uB%TZGbpMVP{o_pY9W$xV#H zYRQJry<$kE_Zi4GaW`<8Mn=%# zoP4y&-{>w!EP9N_*ZlFUpOiptcW7)%cnV>jN`X9v4HwI^Yxn}WsnY`y$VxivKnqdQ zi43YikmU8t9IaGylj5I;M4Ag7y+AH=8joJuB)1&iwH zT*mpt(XR4WE(Z}Yo-nUvlB~3m9;9OSGe;mWdV}60rFcILW5VvqMG%3urPxwia$ma3 z#k%c*uh3pzOZ~K^TfmU}eGxK?g3qWpfZWGrL#T{VZfrIah3ZUY^4qk%Ekc&x7h$M) z3T^)(6Vq#Z#K3CU#;ABhxE!uV?NNZDG1l-pUn>5_h)cUTBnP-BFM09ZaX4vy15QD9 zs`|(^)desaecKmy(@ZbT!kfu40d~*|83&+y`M?~Uh-Fss!9eDnZs3092!4G}rClVW z$O5WRr(&^~S}G8T5V*k#s52lp;O)hk89v7m@j-@8Oj`^EqdBI%+|d(ICCEu#M1e7N z5%EXZ(>RUyHk2RUBP3G{<54MH@5oAnH4w*GASnz@Qa3^k2ZVLbBBy+U+g?gpc5Q5V zr(Pg2^#a&~NC~+9nTo&m-~s2`9vqS+sPTn|Z3u?I(5X-|o1E2Vaq;zlSf%TaW>}{* zfKB{RJHXoWmCf;GS7UjVi=C20yRNfK^pX(y3g|0!jEU+O&mOVEJzXaT=}bf(N=Rk) zftB>J>Ic}sQy|eOCOOQRXJ@^|($txcnck#%Dl$+Ax7rusJ}}*B?A= z;YHK26jq+0<-b)_=K7R&4}nXP21wrNJ%ZhvXG%zGnS2*741j&u{T zA>A2W9=*pAr&X1M))LdXb=_k8axCX(E*szpAOv>w_wMs@GA5_NQ$jJ{09z3DZ3}7- zQMx1AS!kmbPgoZ?6VCM_8P`Rh-KD-ui@ckP#V5Ho%^R3$$HxLgfSYKJYlM=Q^}~kX!zl#dWCSG7Ya6<)!YWli|2p9Pj+ygSj^%|1L;`BJ-7ajuH`jM#PRiRLL6?Xj5r`BH+%hnv>QdkC`&l2+p$9s& zJvQ_->A0>O+I9bvsbD4uALwe|Hh~|rKl9rc;aIUCF2-r6DY6wOU0kNTd*G;3%k;zJ z$-*sQA!fRyRmRM0m#!Tw2D`FWvM0MDHc@*aE{^a($-ELs+1% zQ@Kn^pL4XVrhLLV#85pOV72&J$wxcYtEL0}cqT_w8cQyl87E ztrTHob{=Nv;fA@rpXKGIW0=7*m0XcZk6n)+%Wiz@Aihs`S3OHw@839_9un(=kit$-N*J{??TJMhB^8PotRP2e5i600P}JZK z6lo+$Pjq5e2RF*siQ@#+K>lkLEekkJf42M!7CPkUVsi{|1v)6@#P4JFqpmR6&|-zv zpX$!-p1CHzC>SOpVikG-6;qW3ih>=`T{s$b%7BtU6N6?EiK=+o`ZA_7b%cWrY{lhr zV5=1>%?4B1(i0Qv!#v~BOEln;1dRd@yGoF?1422C{v68b7y_uKi|g>BsO2`cC8zqR zZ>*4o$?20jp?EmB@A+2cWI)?Aieac+|FB`oSEs} zuWCBy1dT@*j95cIb;@BBHb&`0(LD*|i~JllLO;9ECdxbxNXUXXseC6;R}3oA42sKL zB-UOho_t9Z2pe81&1oR3k@-)iJj9i0hNAf-%z0t7>R3$j?lm6dzIRVkIz0q)sH~%R zpQN5;b6~2BQwIjwLqRg#q)rD`BiIKZ3~6y)-m07y+qPxRUw8mjPP@iYRp6PeUZuc% zyCir+2_Kn!=w{Zl>IQ>JmFmbP#Xsl$I6Ai+&Tg)*dZ?;Fr1rDJpM1!G|Q zNW0nndy^Axn3^sge*-qX4J8Rsg+)p)`qN$QP!}P4NI^_k{1P~ct1Rgz>su!066ZrZ zhx0;_a%FgjQ~PmY!A9x5C#wv+-M|=n<#{2#@i~62V-G#Y+IQ_H{de+^*O5EZm-z!5%nx;~%acvhUF!-h6sm{8ph23+p8v({WM1RHSgHG#=eC6xsdB>E>Pvb%-Y`M(0soE0nVlAp>)X)c;ogdk&t z#oABzmBqrVl#9>$4)xoKwLsjdfp|nL)-naB`43qT1LU{|13jR>;MzB}(tC7q(k@;F zUTRPOaH%CU_#wd7`CbC1)`ZRR7&c_g9j8PgIq6g&K%0+N)-QP-r7_&eEV5i}X!k5}lTakp+Csv|X zUjzg;Zc~p&S6Jt6w$xm7{rEm|lRR)!vYiD{*6`!66Oozq&n-~@tEUjWGm>x+`HM$U)Jav`UCpIj{Fa^&Dn z*s;VE2W-Ua4h}dk7wUlwVS}0^{qpd(7FsIl^AM)Rjl}K?qR>p{2 zj)DC`z6lKK)r7IJXq*llg zPy^GqT&SF=WIE%wO)@4LnNSy4KqfUGvLHiQO;?9T1EnTvK`K(f_zp~W0|Wvy$HsxE z7dx+$`*;$d=#*#Z@zxLmkpMJ_4LA?VI=+NPj$>Kf<1Q?I#*C62UgWEu1wH``2!KG zLya){G~5ss?l%lSWtSA#OM@GtIPAjU51K<)M+#`c8U)6mnbzY@34wkx%p>%sfzDwe zsNQM7xd?HsduF_!^yS1}uVrcof#XIzY~$e6yx#Ze_^9~m+P;2*_H!xtqf5^fpf;m1 z{AI}4qkg#qez9RQ_qD@kir;HZ6pIf%{AKRQUc4%HSZ9SIr)&_{=(J7|CWBP0XaHa~ z0lbKvVBg0+%9>)QPx|)po90<1yG7LZ={#{*&qBTK)p~pTk$gukno|riGkvn=kr038 z*l8onL_3*6QX=R|gz&t2X)_#zq2D|s7q$S;2qFHe)}fGeul6@SKsU+H?fCeYa-ZsF zD<|;${WS8CkwzC6%M#d2#CucRhAWDJqJ`tK*4D`B9P{Rdy2kB7kCvsE>eZLAn_37H zUmww*^8By=j%GFIrKO3?B{GNwRa;UsE6KzBfHj(%axM1(cisR zdHGjpU8uJ<`*Qi$%3Xw`(sNt3QgB-`KmgX~?_w2Y_D>xd7L5p}olx#izVFFS-27!< z?OU69v;#)40GkBm7OgVp&f zD=U-b+3?LYh;VLn1kDm@Xra(y39OTk(^fvXz>Lt^0#kcL=#|)XN_eFnDO)&mpfhW;FDFMpJU+wKsh^jeZa}-)+rTFeeqGW z@cU^==l3oORQ%wHf{s7e zC+>8)sb}^P>Z}3~LR1!|j$6g0yS80#19F$NHjEUCk|8?0qn_Rxo={@5bEiP*%tA$q z7bzuKEA>TnxLnCNk*O>}v%r&=s;~P#OR4|1y-MmK4o2k21V-csx&pze`18-mZ%t03 zot03FsKDXcP8QaAD?9U-i-1q>pFSkGu^`o&elp%>DX4?x0>)G?ZVqcDbQ1hpWX z?%+g5Z6KIScPXe6vlA#1JM=jMv#5S8L<;I)M_~dwNX69eoC0$y8D>#~n!6bWnE&Gw zz8Qidk&Zf;dNoB6YrO|RiDfTb;4>zOH^^1n2vL`z%5KSR8PXM)olG?)>qVi5Odt~YD?*Vg46r{ z6Q_qu|HA2j=w|>?pS@iuva^yYsbPFfOX}vaYQW4SHqAcdGv}7-p$Ie+$f$a=U%lm)_F^DJV&-{A zZ!bK=LyM|G=jgRS`j*ycX^8lqfyk@>k^HPA(g*n~`MLG?&*t{Tqo?@585G+^jz!LZnf0jWjgPt9t)$ri83Xb6w5lD_R71a5WMP>f*GQVNE*Hva>tgZ>9lC+&4=`xj7;djsm(rfmSAo(}-(ta%}{ z$^f8lU*q-$)D^3sndD1;rlei&Edo^)Y{TOji9)Aw zuIKMf#J_IoTJPO!Z8WbGVQmP@Z6(S)kY3#}ot{dDdukGidLg^0aKKEEF-Dp&lcJ`R z7}SCQM~jx-FP1unMZz%xM~taUOQh`kj1imOR|!uIk8BS(8~jKT0-0YNS2)s_Aw47hd$@s%7uRmff%ZbHwH8ce*o1n|4x-Dd=jNmJqu%Wc zqb&Q0|BBbTP#9wy?j(C$yi$)_h^Ws``k!-4-L&6jq$!OqE%ukK&z5g;t@hv@5oH3C^heO;$3l=TG#mmidCq0yPAc^%kwNejcE`?V%v50h~A&WpgWz^gM9``}AIIO3U z?L8LXw2JS;njA@^z2HV(SpXkVaFgfCL{S9V$D&E%u$eyhV195%Q`@eM2`3MTlB@g` zU!=#IPV^e=AH;@2E+652?X*?}UHI9(rIlW+Sqx?HLLgivB=v41f~>uOJ2aztQA<~9 za6=Rz3kxW}(xhxTS6kET+^s1*R903Mk*f9e+1}S4)30e}J6S{dy6~5uIq)@zj=j3P zEIweyL#E4b?$%@-`&^xt<2wmm6PB@a<;Z0qHjH~YcJ|(NzsxoUAi|HL@MqC&cdeZ9 z$QYk4)ApY#!ka@XavrdO^e#&+glV`!^}t@E_7AABPsLQyc-}tW>Hpld^E$dGzwzlM z`0GeyW%x5v|Nm(uM$G@;k@$Z{;{P3q|6h*8C&{6#%R`#aEme9TsA;@eE%MUKRzAYx zj9-4jxiS1`R6q^3aVBH&JSo|zbm8W$NmK^Gw;{bI=Ip&&@#ZtCyXOkjRZgdy=iU+$ zD1uanx2v|EAOO#D#AXosj(;zd=*t6(Ik%Q9{V5&oL>o3GIqrwcHfi3iKwD?LEI_+x z185f)>+UBb3gXEC?IMgBpk06u{-Ir9dHm8YUg&~)vUGe7$3ZF_ghSe%^qfAregd8M z#KC*z<~R7^dqvq6d+YGiro-+wFEgCa@J4K6u4KP^zBw8`<-T$y>v8XWx8Iko{TU-3 z*OiRmp>mzpz9ys*!BYY%$Tcxv4ediMBv^TC*W-@v`^6(ktm(u+gz{H?N>8_)EUp*m zANcE@e=`!9{}v_w^ULO&ocs4Eu^^d@;x8zXhF__~Xps)U}+(4CF8$iQdvJ`{nC6VQ`ny&qL!j z?tjOL+h#}X(ax|H?xmC7$@FKDuX#APj{-kVa^|X7>RP!^vK+-uD5|e*6p1pxbqgqz z7k|au6H9i+2WbU@^^-ozV)k)jP$a4lRbXEL;_YWckw4-o3Vj%mP8IppvP23EXjy^_ z>*wBTk<=2AQeqBkGLjPBlaymShkE|$od75ZY03T7vNVBG%D_6qBi12_@^w_%oPW=_ zjg!rGe%cN)x+XVZ497<4YM;{Ej-K7YllEfuR2l9fCf=3wt)#A9#=~Qp=wp(EVwNKp z6;7Z@e2Un*j3hWf`!5%;?FSTuSgLO68wktT_V1OEl8nxL+nX}`4Jh^m{{o8sc}{Tg z_xi7PY)dQq5MGq|TZYaMKvg9qZ9!PT0H7GhA13VL#`7njNRQrQi2plKG`oEv{4-E& zvmqfbfbj0j{r1xMvSqlLWK&p>P;)=o+>qAl+-{oI42l~-6P4opxb9GUv#z|ckA3nxSuk58N`Fprwss#?A!pLc&h@n&{~1i{Kr(>c(UTpV$$+V z6RM(&LO-T$LYzD#OaP^uKZVZU$g}?ZdGapUAxBCeGce-lY?zcm4)%5$=nA>(sXb*l zvmH|TqCCF)B&5XJ3j#?udK=gL^bIE_zTrfPFI(<_*{XBbqYz9_M_)ubf6&+Y+;_8o zMl#98-g&SlU)D+xAggutN)_-z$5XR#<_8&=Ja4^mzt;HOd$yTz7$E7cayeNqa^2kf zg`ThdthUhuW*9~JhDT4l?c{<*R_lC{jd;BrCcHHl zGfCrF`17MeRsjva{WGkM)A8TL{<8j?ruzp{WMcSVxpMv8STwaPNN)J+SR~;GX|B}i z{S7Jp8jI+E8jF7aF&4@38&Y0stMyqiz0GywU;HiOqMYq0g@f=7KxSx%ky?PqOafpP zp+`cB^QZDP?PX>95)067>*r9wVe$eAaQbGjcs*qJVum1h zSmNICt3mv&%5PsWU#42+aDcyVEiZMe(u==&iex4*3J1yYmFl-6^Gr zUux@)2|ZP0yZ!{*+3>j+pcB5)=S<4^DyHc_(`TZXHf%}y?}3_9;Y?CkJ z1V&ko--!Tvlal;LX#9f424#QlU3%xJ%A+pZ{OD`H^hxN^#h1wBt$R!ia`p-SnKu64 z(`RpGF*|q&DbhrVV~A(HVic#`-emCv#D&W^GDVEGn_@#rkUCoJ&$*XTP1bQ}v2n8z zL=7@#gFHh+d$^y!eUG+>`>diq%kcd(<>eP4)WYBITuFc2xm@4wTolw&i=&rhtUj4r z=y&$a0}CJ%YkYG+2%MqnOuNaW-$&{i$!UKWg`(U@t}1R)@TB#!WR4}M*v3VS!GQ6g zRcslQO;fV5^@5pLc4!H8^Zc~H%LsbqLaAuu0hoHp0Cz49tp$cq`dfUH_|L+Chjf72 zB;$Rci&Uv@i((|8o+ZqOJPvzx@_)N?asF}V@)=v_&p!;(v2C5umS7BO{CxLz=d#87 zdQkOR@r_64_d6G#bLHt?r4IeF@tFW5VfeQ3dh4y@uT%`Mj4HEs zLv+{O$UZ1USwq>i?3NUZ(S8*IZ})lN3T)8)P-)!~-lfCG!@gGJoO2kd}ri z{h}L@A7gPYel}#uW72lW6_U z(+t*c)}@Q}Ntej=8>;eB?cFDsOedujUdFkK3BvAUyEfqpod!^((&;)Da5PHgRhs$J zz+-QWql?|Sxw>Agb_{qQ=bwSxaCPHw4DNR`M|4nn@$=8z0hxG0fFC9h(rsbM5A^d) z+mZk1ECfu=#?d9Ch1)X2EuyRU?(U_xu^EWUIP9Z*(&dJ%3)*i}F^T@yR9u5g`E4pj zd$_8;(knL1;j<L*GoeMi1|54=Ywpa@u;qI#urkCW z15|#%FEPXfV??9`VqeZ9#(s(8f)mn&qahg%oPtrYUwcr&ArQn$un)fw#F7&Diu##G zfAEvSJ6%qtAtV;f;)Kx*kTMko1+~&HAWmhYUX5l2RJMI7z<;D!Q8hqBk)U2A0$Q^i zl~Y|LAN)cTsJOaLj0+Qe~`20kB8 zqA-j~!?a+k`{lrQQD-;$Dp7kNJ>XS45nge$svA0c@G)|E9awe(et?T^kd}Qk$boKW zJOULj{v<}hB|4ScvT23d$(UV?V&oquY>M(eG_RO&#c(+hxbXb|O+SiPufC>0G!8a$ zk$F6cM%ZLnpz={vRLkadR--f)UX|Lh6+4fn4PA0tt*<23crbo2de02=dIsP|KN3!x z5n9KWJt_Ph5l6BfL5$@(CCQe{?R5anw?|&RY@ug6FK^S(wff${4LX1Sm^?guAsWxg zbuE88!DA%CrMv`T@G&7Ox=JmX{ano;`teTp%CrdX&b9r)qxzxv*u*i(66_il?%T^P zw^|Zjo_{Q!Ti)CgyUjSlmi8LE_nvgm%uU+O-p=Wkz9bWyTl1oIavCaUHv)dcgnUEz zX`HJ|4tCT+87(gEl&xjGmUyE(TJZ5yZHV=X?>2Nv&Xf_!-nzQFw3+4nlXNB;x{qPa2gJPR zzD=6t>!*X6lN%^#*c{q|bf zu5HV;?=ox~b%2_9{Q=!#-Xh9b^llgVEYZ2j3spR{{S!F;2)c(g{X?GS(>>RxiG?By zAzrUL{mX^9vc6mM_N`~$HP>4aK}xixyKv?&En4Z76?7fbH*r3RH|vfNsi9hadH?0W@5^k*1s|E_(}$4?*ljVHnrqBPy7Bw~zJ0Dp$#;;( zN>7%`GhYbE8V2O_yMvAVJA^ydE$#OG#@Nls8401bhtkX61-I#{!7@`adXPggbBPw%`M@}Hb3CcUPgbIA2*lssQ2+6qI%1D0uNja|PKICP1-_%MyQ+Nv=p(@3ml)Tq5-5^*igm)$`c@fRQaUc79%L}Fzxe88b& zA~R}{cz9(PDe*cKry8=Ub;ZY7vy%>X(FmBl@rbRJ*1AkP8S`JSnSU$S`1QPb%gdch z$%NDX0(<@6f5ETc2}vk!_&5_=(t#ipb+9iluJSDq2PqkRt481hTF3~9-Iv%8#w5v@ zLq=luzrOudsR6iJ+VeO8KCcBCKQry??hX$n(sl>CY?w{{`gfew<2(Rf9gjKxb-l3u z?ZJu>&|&%ypBv4ouh{_FN`DnTL#Lp4`7 zLZR%tO=>V}EfA3XG0?ibc77%i7)P436AaCZg&Fa#A5wq!a4;4D1UO^Lfurj&7EH}zvec5V+lCkCNFXn6X*Ky52*iow zoYGidgP`QM$%aCdx+s8}NoA6~T_z3Yi7oRn0{g?Jz7;)Kv>WQjCJJGs@O>80;UdOi z5}1fJk%G0>@+FCQrymwV;f4=nz+v=^^UGGob*$bnJ6l90!HyJ??%%c#8+Q7xSAjzT z69F^3D&ZLYi<#*MlZc@DD?YA^h+9mF6S0F=z(b>`)1J_N?DBU<)CR>_7!E94VQw7c zS|B&os2||b0JgH_S(|kp`uazQg4?{N`-Nv8L_PW{i4J%3F<9BtE9j>Jl_B;IZ!uy(izCCJ?y z+R;);G@Z4(C>&T5A;(m1NU=M{EOy9JqH06qi0g0{Kh0+?Qb<&lMxL={LeEi3s{ty6 zafcL?$R5(}z$POf9`&S?**C+N z55}H6W{fyV*$48|QSjp1!V;s|C%*Zxl`>(0u z(-+^Mljpyt^VMUgH6kL1u)&aBhW|gzy=73Hjh3y8YjAgWw_w5D9fI4!g1b8j?(Xiv z-3jjQ?(XhflCO8~KHcB#-se`Gx(EJ1)k{$It z@4`WET~ZbXbaYFa<1NwZ*-D9heeZi5vwJ!Q?ML3Exy{xp60zp}w%l?-@iI@Nc}=-! zu$Q3*gNDN-!(O1aumS*hPS2jtI}syG&H6Lj4-k0tPx!=((--sl$D@APh)25?jhJ-E zP)6C3aCM+F1$ae~F?L2PE*fmz`5HGvz2e-Ydq`}TP~dgn05*sF9ri91HK%72^zL3B zyzr;1UTwEJI$F@Jb!l@`g=!m8vi@$6!P?H&rTj~0>?NjY-mw@L6bAJz75mPPfts{= z_v+u>Y{3WddX+H`)ZtJW!5i|SbY5NVvSKAKeNkK;8bhvHYxdK?xk+b)VaSE*@ePDzg1BhYnlubHR$1Gx`+$ zAm6)eSemZ7`ChJK5U!FKV^?chvI!|3odq|EsAr9(SzvH`E#~w1euu z+Z5i0Q-!#VXPS`<;{7Omx#`OLkQaP_i zn#ohQ7hiDq81S0-f0SCr|Nl^H_+!d$_OKoxW&Tw*b18gO6AD@w2R!zn_wCfe&bF7% zjw){t-~|s%ylJr6adp;G2dcbgz2S8S#`$Qr;B4t-elhj` zjar3P&t6LGy8FMWmHNL@3*mpDR_1@E*8aaht+0zNf96de0|!CzHIki3%W^iMBMZt`+EoAUOft>5VHkz$*DkMfw15$^q?z@`Zy&(uC&t0LaUtg4( z<+E!`kW#5JYgu7gJ?z+WUg@5=&qeEWnR7-wA3Bpn&SngATnmi1hI6+2d@faaRb}0` zF0Z%rHz75jS^nmvF~>iEMfgA4x@T3Ttg)F8+plT%pdfKO2cpnjG6pNqRGZDiWmTLvKBAGv2 z+)y~RqCxbh+R;p1`sRr0zE{NKcW%_i!f>eSrbPpn>3i0xWU!%PBC>x8Le*WX0PV)cae<`Mz7wXmG=$eYpu1L=?Qnc0k1O552Bm7@8XCe z7)EW0L(^mld2*y9QNJj{r89u?=`Qzj=dn?0*W8r)(5{g3*~$rDuJmBP7*nVSptj%U zsq}*AXb$RUo%r{w1p7rJlc%~QNP;)?%4V*iU3oGsm@AV~0F)o$6QZ0$Zfe=2GHG%Z7{O_;N@?%cO1uqZa(+QgI1wQhk5kwrX0OSx$AUTRFYkD#}+n z4eULDlmgl3|C_qu?-G}pSpGMTVyXRgSo~RSLmaPXOXQ24RDne5ih;YE>Gb3TG8s*R zX&~~k1pVvrYHw`JuGk4{naLJbXb(us!t32KxcH!-{M9hhsynj_vx^r9G@0P#R8WY` zs8k=?AvQCgo43#*pL@bj;?2S>v_o`&u7iiT6c(~q*rgL)p*w4eA_rD$_M>dYXjrs|ol*7}qjfj@TzT{VcRDRy``-6B&&V=fHy@2$l^ z-Z+0ZJb}@Y=4C|Yl|PU(GD>SjF478{C|Gy=XKrXAejc zv9|I8^Q&mk(Gv3`_!dfmT45tfxG)D%NeT}N0flYSYzGQg(!o=e)G#vV=g_No-EzSY z7gVlof&;h-4H_4Ou-FH4&f|_vlFcZ8pB1cfP1HHK{ONhT!sVtn$Cci;w0K7@>pQQ_GTnS~ z(|YKV?S%I3jFx(1AzW)nL*7VF4{TU7gbc9fjU~Qu4EA|Jg5ZTJT12o<^wo0t49<24f>m-z?Il4EeTi+3g zIPRZV@7eq>{oQ{8Kzt=oqE=(BB$qdj9nv+oTnGuy%Ur+SRg<0faT$_&_1X=}D=GBp`?o18ta)0Mv`QMH&d7$7^5?)!Cv=}`vI zTR$8K%HhQcZ=xqw0#xZ(y~0~hc&KsrSr|vaV)pp%P#3xRY^56AyQ;g=Vz7L3j#3ch zF~1{a9!vZv$vhWF@p}ZIGaE{lwl`Asn;^+WiGMf|g=`x`pc;q}&e$!7%S&je&V(8t z2N{Q~#I)b6O^8isx+nY?#gp>CH)S*R>vco=tlih1aDTujPmUpvYGuzCj#e3bmTeD9 z8>ymtWWeCDXl<;`*9KKOp7;^W-5P!YasdJf8SpN!A2x{R@Wb8zM`T9f1Xl9Lu@U~_ z!Nq;(yZrw9xpfw#F~h(z(25FeXKk5r5+R8GO-K!ebsh{ESkQz8rCF_~N`qucGG z;?|}9VI%HEEwr9|@eHd}42WcPM)Vk3qt1|CQKm|N8iY@jv){*#5VDK7R$u z+8GZJL1O~P)XO4R%Fl4tvf0U7W;3Qp`u?mv>^M)I6^6b7wlK<94FR`6aAtenvo#*r ztx=pq6dGg81B(?ZBT|E*Z7hA*{UjxzqQ@CmQi+V+t^IL-HC5f7FrsR>#8((7n@pa1 zPZN|X*&bGz`MZ`umIe+46iSm`r!O>SQxG_Wo`kQG;6n`PzGBNKT6zF4na${)5-9tZ zXen4^oWM9K#Lt=3n1FyHrXXQxY&LPpI|X>fPgp3?-v;UeP)UOHkAizLz7a8P?Vv}a zgMLWnVPDZjZR1k|l(EL>zRxh8uWX1Ru~;^4^k`f8Aj%KGVGRO&Mq}cC_3zDvEd-%4 z=^3hDKsrYgeo~YVb}2E45+zuXA#=nAjxJu>rwm^bqcddzgk%c~k;8zS^#U2ie)<$6 zk8G@WOSzq!q)9~?-BnRrl9I<7hTZNGc2GU zk693&&tgsuW7x7$IIUv5`@-Sz8_wNG=G&`*8JL%*6Jh-lz1p&-FlKi1X8-Q#)9&6k zSMKtS%enjEZ!&tEJGt%KOx?_6@ zhRq4FP>w?*19&N+C93G}0Cq>;0S3qqxe^>f5(#UcrA>0G7!=O6BD#}i+9!A^Qrydo zh*7xcQQ~zj(H+Uj?!E>7crJ>V)3G$;LfPr5zn75SX_Q9fULvnCRBVd8YfkA3xUx;2 zS?GU#Q;;G!ZDR`#!cT@$^qUW7F%y>(trX zO?{Tn{qq%0lfM&tuW$D%diTmE$eE~R5=l@z`5-xSs#wF=;y(V!i%t2R6U+VOnW1Ma=69&;H1r@+%I?6V9P_`8HvZ$Z zBhw$Zib1tt=wk$t`7wHMlZ&u<2D9sFm%@#F-?{S9!jBpTwR7bkv~()93SB<>%d_*_ zxATwB#*8T3P4x)e*B2W|&MpcPu^qrpP+AzS#Q*xsUdDHVdJgRXIp-9KB!QAqY3s3s z>b&2ti3F+2Ii~>1z)Be|-!3{CD}XOutiS|HTo>$F`>Z$B5)Z zZ2V`_VEd1zf$>k%kos5Cu-F@$u)9#TT5EOupPGhg;8oY(O@oeK0CKjAnXpLX9@%z? z16(peYfJV`1CNwy^o7!8hy!dj4cAg({wHX@K9_v+7?S_oG&GVzva81OkPDFhEFM4; zh?g>uET^qwtSBommB*w5+ceEk4LV_R6@y>PE{G<5`Fi-;LJs_%CZn$S&@G-{Hy6eB zRR~&cTt$Oq2qpuB^y3)$p>Yj9i)LLzmC8y+~4(%16~km^$;Casg~ zuvEaL^U!V02rFv&tj4beE&@6iQ6UKAW`&#aK;}S0L5|4>>|_Bv7G`gQk;wzXy;iwe zu#aw@V+6e@^J7dRgU?4_cT}wSEc4Za?fo9)YerWso79 zKkWC_K>Z12os*4XxN@-=3Nb5TR9WQBvW@aLEpUfe}&(uyjI-78qq!KJ7rm8{e5 zBQLBHgv=DhD=Y+kE#p)N8eCs~<(8T1H}n-AUi==E&=c&rXl^{#%JFn6$ZjP_Hxb!C zGoNlr__wMfi+IO4IeZLdh?v67Ye?DB0EP{qz7f4e4~!+XA#k8f_+hJ>p$tid9e;d1 zp3_6!xh=+qml5B=vK+w~F8kh&b~XZqtPrJ$&?qSE30*|UHqmaNvNi|9UQ}Bxj%N#H zSe{;YPPHRW8sYl1)dj(sSm8IY2L~JdU@2MFo-XUv%Tgx4LMgnoYK^jAxAQF1k1rR9 zWYhBAr)P$HHU9c}_;M3@J6D0~y30Uf6;hBI*;oHy50ta#U}zG&6s$#XL;w?(Ah^P=JO*e;`XNAvD^QqY2dQ|@0*6fkEY>` z5!+r{xM0AbZRH6Me)6A9L&jfC!(jFEdCir4yD^|c@GCT1#bPcLw{CsS;H)cq3x*t- z2T19+z{0@p1jGgGL2Qi>%7_%Ki7+%@hha;0K{7LS1%{L|l3Xgg<);;QAp!yG(`4Mw z&eHH}xwBc&=*J=p4p{EGYq{QX$y)rIjiaxus)OXsfn#))0jlc7p|4j)9m$TbH?%)_ zwd*sVuj+FUeK0s42CVDFpSE{<7DGF3_Hg?6S%lnzt8WA!Z4AJEa>nHCqCGY)-mYP+Wx1*Y zfrD3z`?>0{%ty8N3~l2fN9S>9;Z~!|1i@qPJ5NWiCQ!-HnnA1+V81JFq~w@Au3*)I zVTCR47febovD@_6uVs6S?bYTnH4UiZ^^+BYO&g!02KF<~=avSaP}Ul>$%o0lOp9c&M5>cK#0X#F_kC=t=k^^!(YdS6TXCwkU8Mr+$e;X>uf%m_BGZC0Z=uJ7x68MrR^#gp(CYpdZEX2zAc?Ml&H`~Hvfmr_nPKN7zp6O$2gbTa;zF9` zA6Jh*HtfH@j_Cr`^N{{XZKK&HO1?=qc%>zQ3pTG)Wo(cYgH4%4^xat%f7)+hPBrx7 zRCvIS7Qka>_R1MmIOyE-kc|U75u)N4MK00}TbZHzfOhRsv7kGH?h5w1wcWxs=%6#g zhtiYn+1mXkY0`u9Va4S6uwpL!wqi1TWTy0vMw4dc|CO2Y&t1}Ms)ufQsuJPg^p9QA z{mUq`9L9q`yQEs0^&leKShl<}|F&XpJQSBk&bioXcyYfhP_7?U5`(>WrYEUYApgBM zx!rK5Fc>6(Q*yV@1M56OY2!ob@fTB9=(38Co8BE)dfC!wAF29)cD)>1r-1BMv~&}d z{XX;QiA1c&*Z*k7bpOkY+3=ScbE2d+6b_DQ4XZ^vR4%FT{LhZP=j70IZj0*2|M5GR z*f9*RLI1x&`_DG1>>kiXh-4Sd?`_gptj98!#ktb)RO6fH!Q~dzMFpIImfC<%29&sI z=A;zcFxc|OtvB12H5zQWRfstcu1zV{d!Fv~+8GTpp~C7Ohuj_5w>Gir(~r9Z$7SnO zS7W-OE2uK;1mTvK`%sE42N<3$E}Jq?Lv6f+j-y$xS@<-`{QY_0K~@s3`KK55&0}P? zU$P>d?>sbbs!1z)IZ8LTK;dydZnegAFNd3HFHtvMjH0zvUxUxll*T!cMT`B_CxL{*ZdO?5qAE^{oFT^%w_{ zrAhY*++aGC0r=PdN$tEp)JB0<_@H)=g)uy=X-~!m^?;jAZ>-4uI>m0b%V8BrFSA6p!%0xlbi4;Br`LBg_Cfb>*#jt;9P zq^QzP^=0GGI0rOnDhv<6-bCXYxZQ!%fNQ{g!LcFFP zOc}Eh#_{g37t8U}q56Vnvqi_vu8agxr*789yTs*=L^O}Plp=p%&Zg^aQeLM=(hUyK z-cI*Ev}$Ld+NCZ_nyevRg^-h0Ggo^`hG-fb{n~wPPP;5a3OYHh{+*jP!Z+v99NlnC z$9;tW>(*URkM81O`HS&=BBVFd=3$$BR)OAOBlZ@gO+;zX@#uHTE`pG?le*MNbBE%e zUYIWNCeJSI78I$W1-#dEo#~ZjamU){^hfQbHbG5O0(ys9z!xE_qFcYQy|Or~(X|bY zAG$g6YziAuQeFS`NSn(>U($GXmbcK1eHnIsgf+>qCdt@(iPO|QB2l2B+}`jL`E6>t z4rV!KrJH-1=8`uglxcr*Sx{dg0fF&AP3h=8ZpTMPp)S_naQpA(WFN)$zZ`%3QEV&W zi2a$9HFBA9YQ!v#zgjEp#M6rs`L*7J`|dc_}18?y^zSjG<>3M6Hg{BMCmDu9UN1sdYV=-tPZ!oBiLpE%SeX+xq`^ zbGz{0Tmb)x+qu8FE%(9g{eOkqj{k| zPFu&HpB{ygTNPLBvTDf~p-B*Hj75A^qLbeAwYJ8n?cnHk$-3wniRQBzOAoRv`8J{3 zr)E{=taAWBSiu|fw?wb_N1}%gq--z6Gx*FB2+nFCXM+adY1|sjd482}rPQf0=>Yl) z&G}Jn1O2nwmL>b*t5WAb-K{SHWg4yrM<#+QHu_1gF9fK0w;qQmw)STc#^{{yBx;j| z=UH1;WM{*jID8;CDdefbw+*o1TVmYiusVj!kCi@YdP3WkO)sn(0LrY;E_#w+>Bvm4 z+hg_mNVAt4x>F|o^0=p~rXth@2IT_@RmK;pYLkvA)QN0U7abmQDn=qwv(qBPt3CkxcwU?|I6KDyBmVzC%kTwW-hhFKO2tsF8@Sx}t94 zSU&=-+Z-{YzFfPC2YiV1)LK+B@_(vr5e~5FPWv6mu1ws`#hM0^l>WzRP*a=+7F)loAQoj!<|>nAU5bNqkWemZC8(VrF8+2=wB$ilXY|H zI7)_=wj4JUf50j+mzLiP%Cs!%H2x_3^(C!W*<*T4VA;NvvDq;_)r9e*+P)dKf%BbR z#=)C?a~I?v9B^6=c!Z#n)n+jkzj+f7?++^;ESdde&hFHB){D44FSt zns%fev8mpn#C9lU>@NK?XuVqa4@IFH=*1b}M)WlpX^Llg_=l;0+o`%}*nB>2uV^20 zU-uW_tTv^Gzxm@?S^rDs3lkwTGZV`{1`^DKOdoGyod5Xtg4UjfAz#J~%oDX2W{6G|l zlotddL7{~FODmuj;PS?xl>E2?<)*cYh!oZsmEmPLtYhB1AegjRz_=hF9<<)cprp9` z^mRL;HHay+V8v*0bg5OQ(An0b)Db8zT1I0y$mm`Od)S=0L~8JoN9r; z`kx8_si>2EW@lhW_i4(VWe~AhN(d?7H zqP3{?>#pM);C&Zj$rwwFhAPM(bYOB6?NrTcN)IE7toD5Edl6y)?R)}qRbQ%phsoMK1$#P<+D^pO z@b9QV>4DaRqXXSRsD}`E&w6Z5arXhTqCX?_Ugtx2OP%2008-VHV)p?bfH(=dTjo~& zRQ;BkeSZ#e2Z9Nbz1^^-8-ZmnbXz1hHtlg<@On`h5k^6g$;5qS&z z!f1CFsM78V2p9we1c(StGmPgA3;2ikoj=mW zdb={=#4m7QOt0}Kq$o&J=-1xM_YX-r`Q;t%k%8fTp7VV@46u57`p#wYpt<>OZ*>M# zfBz;1%GG#gH9;o-gJ12}rMHTsfVXuy^8n1r*+oa;mDS#aQIt(>)q6vEn46b3_7S zsjhk7U^gtIvn|uTD5#)GaBLvt#xU@z7){i?uHh#=6Z?Qh0U4l)s~6xoM2uQp=b>Rx zy~GEyr&JfW*L(uJDdv*iQQQ)T~QXZxq&y zDQmwzr8k)g7wUIpK32aaYd_J62bl?|l#XDW&hp!j$7+8+Humw@^y|lCZtpQbtQo(o z{l2BVlNS~ATKhS5UFmN5W~d9EWY0emK(pU71p9YeKkMF)Sl!}qX0MfX5@JNr+~~iQ z^#JQZzWPqYl)YE_B0o4Qm+Kx}7IG;YTtf=RR=%bq*HYE5$<`D0^RZ?zUl2f@&Xn>Y zrsS*=K$T6sAq3QSZn6tz65R295hD2FG(Z3)vwG-EEw4>+&=8f&Gq7~p5VuWmxPIQ> zVPL8#JD~=8C3ek`72ovYJHhP59*vVyU)t7G`f=w$p1{hRP`UdRApm{v5>gQM`X%>p z0?_uxZTbFd1h)ATq9^%w}R5a^S#^Klg5uhh==!w5}|NREoL^B3wbyXk0+#`-S^22M3-lqnS4% zQz~`(WjN6SckQbHwubjTlNPw36&OJSmZ3!Cy0;e&f%H$qBZ$AEcopvZJu!75=bd&{ ze+h*i*ZX$zb^^=01j{79bkT_tml_e!Yh=b4&sy@YLvf?`_cG3EOX;}Z0MldRx|1!w zBs}!FuQGnN)U&NR7m{;^nODy+FhR2x;h<;Ahy*d3+i1}-cnLs&xh-dOi20JJNEWQs zADhm|=?^N70*U#Cew4m{luU(xp>Qz}p5S&t`pl&p6G0h=y_OSo0V@c=;t`=;z_0Q- zm4WKzsnInwkI6)Uwsjthnr<*fN7dYTXmjOuo$YQ4pfm?cj0COKS&)Si(_7lfF6kj{ z?7n)92v}pVPp^z=iQ8)665jVe9lnQg&b=M(-1`gz9iuEzJyR*9$;&CDZ)!6nVl-gE zP#;%!R?oZ|;bT=HtsI0(pm#6j0YN+7#`Tlt2?LsALv9tctpUjXjK&-=l`(uFNWZ3B zopO(v7ciB_UG^g8PS&IY66?#{v~P9M{%m^YH6ZH;z|~Ep?a+E|-E1P1V12ZqnSXzx zGl~0-A>gR}?$zFS*z8h*P$Gl*OY!38<&>N-As%dBBlwA6jp#0j3YXq)s;j-;{cIT# zn!P#Bww0|T-03d04}DAr^gIHaL560$7e_}els$Po0I9(0OHN6|5y@E&vmLx&Z5EU?lD9|DZ(8<vNS`vOgDKksnc5x@O5$Hk@Bt zV4jU~(b$LXFP*GJxYKzx#1rMeOGY*4ULDF9Yzefs@Yf(p>*Gl)iJN)u(0tz-=XMIr zmnJCl18ZVCJvr8*sD1%$Qh;5yQqbjqcn@=h@!Di!WRPkot;rgfyQ79H?eAAQ$>H=y zIPhLUYP69(7ENmP$%@Csz7bEQkK5`grq3?LJQ{Hx484C;sb{-POS*vs6nxXkY=oak zv=6+=l~+K`?isq68N~pXtk}6{2rr}I%0Ng-Mx}r)!H{Ve&*knx=TV#dIL873I(@l?!Ez%GBq%M8R((=fIvXCQcB4l}u1 zUn?W3b=`EVy|##CZd7q@Qj7QY;n37h3N^?wwAho_k#GdNPT7mHka|wXbw%s@d4cZ^ z>1!icQz}~(qLbZHY}KB)pw8kkYG4P^yP2V9N5w#H-ip^o7T133t1Y|yM0Si0d~lk^ z_<`WgA>%@awoL;rg!Pn1u% zKE=nie@&BEMNi5*4$lxqM%l_SM<=OD&j&ISoYaz6te20-VR1D$YVsMKM3Ey4Df&8p zzq5hFj*=QG=aHskMnB#&hsXKd74yhh=2{_~XA!l1C#@xiJT%sS>A)IYyj|M2tb+_D z^@)t*xd?Gy_6X{}sHjyXPr_cP^c0y{|*;R?X_)S`%kiAxWmbemcg zga?GrciAZ-vB@&W)-A7B=ny>WrFG}za(`AaqBDTR@o^p_zsZIaV!Ji03DBth5IZ&5 zg=S&T&dqUlkG()d?HoH26?v~;LIpjp(pm~J*2og%0O!h0JYXCB3k?dA!riuXWs}Ll4cy4@pRIL#WiQPh7H#}1tX3zF%(tyi62E^1; z{y499V$m92-eEZwB}Yo|+vQKo;tT@9u9+sUQEZ*QB-4`W>E(tT$#+Te_E~JH-EMqE zjckQAjU2vt`Q85Z!5rDLy8y}YD0P<7@302<*t$t}iPWoc=j6B}$kLw-7f!-xnhzpY z-L}zLBy;%KXWLpTt&>W_&^`e|xC0-=95o1^0yjz1t8f{`olf1*fDZy2ZWQZ+(OUO; zb?Pv(`E1i#`;9Ql@E@zY4J@84Aw4G!(A%x4;?s8n6*GA|j{S@bHdT7goT`H{p39j@ zF;jz;GX3eGHDX>PMEBEO4$Cpdr}K;@BIRnIk%pPR0g4A3x_Wqf3-D0{#z4bMh@{8Y zQuJyh4H9gGe?WR%)OaU8EEg7lvQB>y>*>pm4O>|9$6l%?U?lY3_0p+6m(Y4DR>22Y z2b?vx8*3>vp!D?~eLkKQNgD)D1Pptd489T#+34B!N{A!O$KNg1dMv+3<;e!g382%- zQQm9~#haXwY@M5K>J+p?=fo_3eAwl2VF z@v1#|+9G0dpj}AtMBZ@2_9HM4wvi~&j}LqPmQm^w6sL^j#yMR#d_egDHal6xQR-^* z@lhb5QbRXRV)~UIQi0?u_){k<^)|xe^R}8=Q5gAE#@^#{8;q;4X>yvi29e#o4mjAh z$`73wPg@${_mQb7cJZQnFX>m$j2Eqf#XvP(C}^0OYIDzwcUowzpFg_IDWjH}ygWPX z^B{EE^O6eH2hisLvTH!6oS?_GU;@SbRy!U>PESX6xv6(mCUcQx!)I0%`|9m0Qpx*9 za}a%*&36wbVZ(X^&aClYpGp#pwSF-V9QzcPTTX*}17vGc8Lx}eTIkAS41^(9!IVUs zw~jMW^l#!mJyU_98_tQ$ElYa(_m)m`i8;rPeVRmePm0fGMfqI++8j1h9~^d}PJ&n3 z>3)Uyc?R~xkH`=K_86#)&>TDsg%{%ajtq)3HTudFjiA~?wO%=G%n@+g{FyqBrKkH z_Div+D6?|hYO9E*=l|?b` z0w@+^L7!E!3|?ZZn_r5>(u-8O2nXt$_)+}=__c7emZCgrGY8-a1$MnHsP_;`_kH2? zU?Pty;qTmZ7BJr*Xx(D@I}LrT?CuNBllF|HHndkyQck=qjlDw(Hub`g`R&F(Y%iXl z6-L%dW*m%AMn4npMIPJU)zPw`P-}exwbLPKCR`LtQMsdkDMn?AX&^T9kBW=XAZbUi zffOyop4&u#=QY|lMw4yWjnIGwpD$yLRgS21T;|dhky6w^F37hvK#H`>6==u91o#^D4j_!RH*MleEa)QnpVbz>wEsvgZT~D2%sJTTa z3y^}e@a6sir3ggCgYqjU=&VC-FPmf618pi0D4I08+wf-f*R=2gfiJ=?kmXKiz5`x{ z@9x8>bCD6yp;>+Wo)!qzo~@06<#)~lG0(V4?9dkXLExT2B4|$Zy}L3<-AyVn)Q8g$ znB9KUk*5Vjs19668TmF`H*OS6qae;13!P%~XFg zLaoC{6XwWpzt@wsJI474o)I{32n=L#5AEnwdTm)!al{VSbp!22NOZW6*fJwB&H!j) z=qsgkEGA9$0v#s6=X(B>r5hX+OYSw8$mkl%^+KNq&qu<{_JMSr#u~f`njZZm`9tb5 zfR=dj!$95SQkCduZ)U5aI_Mc%fMAp%Zn7Td4g5HWm>PB3qMBE~E%#=!CmqIjx_o~$ zk;e#9vn#CSL{0m7ws9OR2K*}djmUfJV%Cws;O~!>92}xxyyJ<&_{OzXp*Pp-`Vj^^7-{{W1{4XRMX6G#bO*=oV=?N9Y1LRPfO5po)PoiQK^>%wM?#ytLYdtkBXyWP2!v zbq^tz+0%B0CM$|%-cJu&<`t&fMoP&Wlcl7X{mK1%!o~Gp4f2yaZOClCo$i~?h34c- zXP?=9rWlgrOieq4?%$8jc~BxAneW{5a#hJ>YQ$%MrHwfhZlVJFyp3y#iySiR_e1uP z{2tJoB_}A=sm7Nmtoe{qYf`IWcDg1v4-Sd3m5#HJ`oxTQsG9l1$KElJu}2k09PWl) z>Dfq_EWa?U_vs#-*^e_Z&f=Srw4tp{X4z68%gr^)aSv{YqA<;FA4d@0At*p;c;=iy z_!*^(4~(EFDp>s4iE9p8f(KHOV)WBth*v~n5v{>Hw)K&vD<0>B2sNa>4&d7@xD5oA^2f1B+l_M`CF& zW)PVfV{+VD$DZAPhc?z3#m5#)D0)q6D=`Q((j!$}S(iMv&pGQfe?2_HbUdOu_vt< zpRhenovh(baP20mk0>Uee2x1!?3sK;d%iw2SHp4$W-IHDPZgkp)k!O7DQP+32CX{; zJGSBaC5MuNVzv#u)^S-S$k|j&vjf72y0NtWD-ZX?`4XSVSMHiR?iz+fU&9i><4v6R z8d9(ykaDCb8WPliRdK5x_o%1GVn%JO52wqZ46K+eh(5Lh&H5E7yXBMQ&jhQ=+kmsO zS5@R+pR>Tc#*+MqL1F>~6Shf0C)TY2;#HAcARxvv*~Z%@6GsZIC9cm9+L7b|0>`nj zKu0(MMOX?byYdt>sXGM6pvw^g`Ad$9Uj}Kz4i+^Jer%#CBH^u9=JM#SRQ3U%C2EjX zC5=01ERgO+ps(Dcy4eH}h`DRfqmV+gwke9A3|LA0d<0>YJdpmNwe{4lAX9-_1gjG$(W%*!`c_n()6XrD!5??gU`guDc4e`JYLfuQyYy}k{r%4 z8^$LyI@j7=v$h;vVdAU#TnuGfo};%u9;8oVxe@LTyxI1hQ()otjQu8U!Tbl4EKxy- zWgNUkY81WPjayCdh#tMnMajIX<0CEBLS_OpSr&T(J(9??L%UL`pk~^yBq7S4DbA1Wn`}-nugy%97Zr zCJ@VqJXgs+)ip%hn8CX3vH0=1C$%GbZp|&i#_la8Kl$JVzr3vdAXqS_bSd5xN($nP zI+x`PIb*pEn6)H`t^-xGHOa9euiNhE_0~YcGAy(Y_41ehp|U~t_P(td8kRKe<_&3Y zDapL-(OX3=8deg(_S|+=%+K`rP*#B!@)q^nz&onNnm1GM5Swbp+bKa_+wH1=_KQGo zo;4_?kW^YdIZMv4qXH;8J;qNpI*5{)K{*53bu2{*Nv;9dO!hQP!k_it?Re#<6A5rh zO#|MOC^SYUcxwFCLmwg8Hoe^+FJ|eZd3Gl!R&I_G{4ucv1M#eZ`dpD1T5hVYz8Ut9hF~^=sjD-(0Oiib_X3BUu*3mpnv-?PklLtAMd_2nNW%Z<$vy?Kk$)=dY zxA4y>=CfiniDvp4ao>?2g=zxs^~Xrb&u1*;hTeVRo98mR$&HIJsfHs;-Bc0dGtUwt zZn*g5p5=qzU2HQiWq(jmC<@735#rb$KXcyjS!_FiR`;mmxHDwR1~;(PphK3DI+D3F z?w*_3wA0vF|=`JxK$hvcH~q1<_~ zTfWu=Nme~8oVDkTQ0iZbYR16-in5D9OULK#BiAq-fRf>qc%8Wenu7|}+M{nG&uP)Z z6vVA__D%;V24IMBh`gsnduXAkNjuJ)>THJ|Yl2vJp-0FN@%V0)ePai!`x!5Mg(b^_ zyu55OTV5t6fqp6ijht;S_bq-+%%7One`dG~aVGh$j(q6$$LW>RP-Yc^vMPvM;68=l zk`}^HZ5R7|Ofk~WGV^1ehJ)@+h-^!ZK2daf#nk!I(rq2B+UJ}^_z35p0mv1>;+bo$ zE(c1L48HbsV+hf^rpicC;D}DtZjVGc3l_nM3#Rbjy|!doWYA0y!iH~qYuJV;kD&%u zFVcpdE!^4eTDv;vvJ8t}%9rCD-t#1`CmTZ|XR9tSlEK?VU27zAn3ITU{Y;=|y9ixTIbx?c(PLC=|C^VWuV|Zo0GpY4B)x zye-;kVFIG1zQv7m)Qu<@F~#9bm+cTf!*-t-ZEe?f$^N)|W;BewPa_?})d0r46lZAl z6n%KaEir#;uWN$ljue;ohGU+1LkhIXUeP>U;!dkcq8h|{b1jg1THfYOigpWbDH`3d zr6m5cmmhs-{_-uiFWlE(%bBb3A^E7Ki|k#5il&oQ4^dMQ*@Pj3P&dJym07Y@#on0s zlhho&D?{l0VZ!(IHui6|@|NS>C=?7!!o*tN{lDz*7b{bKmc4e@Rln{!xP;~UNb7=L z$35y_YjsaF1hgq6Q^Xaty+Q%N;Q*VET#*PFH@0xlnbZnCrAxRN-#PpT#D&ofc=Enw=8E{_oCsh%f z0%S!JM}yClJj=&h*M{haP?>7M*v8#P717L=BkPkUV0jOs)C=JB0BYE3@-`hgx^i4= z+T^di|66wlt^(W!c#a*yjE*)&RpfT{Xl)cOTnj9_H zVuEs1u;YvJZUnNjYgdRytHVF3Mb%VAQcJ6l!eG?yRd!7IhTP0AqDOp&0yM2z`e4Q^ zqY4UHBU;eGCd}#0qv0Rc-WAP7J3J4S7K^66Ads5bMoqJOdmUN=q3ah(#fwykkoFhMV9{w=~%CX zCY*8_0F$i3F}-L=y`Y595PkiL_ZhkdX_0ut?Q4mS zvGOM>&UR%%qv>5ezB+_S-~Ev}{YMReb<#dv&T8aiu(X%<=Qf%E0C@o-=dh3H7Y#PR z-h~CV!zhX}B(%poaaQCGOK25ZrOR;v2UdCP!M&|I-FoMsCwN!bj2E1gLUmmGq-zhh z)p+$NjC-Za?lyE9SCq;Rgt6<%zt08;gmnKG4Sft(cI}hm7Il`1y zNjI=uEa!1BEtZH;rP02sS@En`(zp2dxgFxf7*kVN$6#EFeA(>Qa`qZpK&&YGx2?M=#uDn#b5|!4KmYb@?kG6g;O!D_uk0^t+)D$^_^;O52UU@Y9W^UynU;6-oONGykEqzM*LIgQFp0{n`L-8DBA^I z1irW)gJ}0<4wLu_)kkKnlt_!o*dWx&T zX6X!0LJL;dRP_zW-q7xa#cX{t0vJ@ukuY3B-_LKe3``3)EURK+VD@O6JvYeo*R&t! zK{~v8=9r=TV(E^cgM7Kwnal1kZ>zmb?rNd~{b@kYZkz&7u?ljUBlyg7ratgB9aF8gwdweDaGb z)mCsJ-i#Wu4|hwDsOpEYscxQQG$p;(D6|>h8`96YJ(Kv>MNm2C*3&0gJ*a8V7OKS| z6?2zk!-Xba(@l8eH0>&=MTb$RE`$k@Vr%B%>!o!Cajs%X_y)LGpZ&2eb6kv$c}oXX zlKkak$DbGavC})1ucDYC^mImhVnWr=m2 ze+UjHQvER-7HzIRyL>G02h=@*^hKgJKA5>&Uhd_a;0f3Xgs)|kG>CH<|BVM%;{U_g zIW-9qEo!!G+qP}nwrv|-w$WwVwr$(CZQhQFnL9HP=ixqOME-)@JJ(uY0}>@Rdki)g z2UOOzE~6M5^m;0mMV!p{NG-R?c6cv;a0sJv6oVVEt4Rnrb_a;w#L={4X%(l!Rs0&= zxVdEXnq4fvY;t8k0Q2l* zrYrSmQUZPU=S;UtAd)5?Dinh9+eHA6S^F1v^?W zSvtZC(g9`KFy6=Jl51Q=cb6oGm@ZXlZGBmWPU$*tGj<>_|YD!OY33IiP709Fx zAjyN;{Ao2aPf(j2@-!`yM%0VGRwfRYog)*8Vbz+|*{%Y*p;{R^iS=W%(e5Ix1{ThG zV>mRMYVL7sX#OAm-^g0%SGivOIM#wN0ef{rn{XNgTY&WtKRdNlC(%6k}+MS!h)s6ES{7HFU)mkS+cdN z!m{XY8K6(VS3pSZvxWKpj4%K_X64**yyX~M%Zqnds)N$8l-jP3G*uqOP@;8jb_fiy z&gIaj;coeq&K|r3vTv;jelM25wz?&C0k48R3{19)t)th@6hv94UFj9-goomerL7Uj z&@T>G{mE^c8>%25#)H-C)p>cp147F&)@0jl$z;sL&@k)!282^!tA80LcJcNIF&Q?M z>yD{g?TFBE@E4Jq5FFc|BqYtGhqhz0+sTI$@=&O^+JEbQ8S!z3Q(oV8Saw)URNu8@ ztfn9%7_b6rFd3L3TsKlA{EJb_zrPhoI-=R(Xe&Pk!$x0uEDz1EDofu~ue?(381uq4wHK`{Ru zkpdN%G#HrCY1n-)&VBi5V;^6HB^|s;i`l=9G$7bM=Vu!`JMgiIvAuawr`1XJD-U4z5%&wp zDzL5KJ0ZPqas<5W<~ivHNU1X;seN6NV0zgb?Ut#}kEAg&1LOxBA<~IlN5J4ICsoGF zcTM^cLMGexZp|1zHdQ^kK5g=-w^yZk2>@cS@GXviek@~u0(yu(zxGtuCq<6i+EmhE zNlSf*kiFVcFA`F#1LfQY73)!5&+BM4zE4P)u~~Yct?6&msHPoPxQQE;YzC>V5Zl{Y`yRbkc4Ujz)9|IjkJ+M%pFo)$O|zi z@B=B>-uha*c3An!%jg>&7V^k)TbW|b_e-jzzeqN*JIoQ2BgTQ@69CWK5x6O5fjApJ zYKTGRRYs;!V#$VzRT^cO9KS@}gwn9mIGzZa`Bz}rp!2Sc-jrf*lBm{+VRB@Y%?W=S zA{jm8N3^K5OMB2$t?A>WJnV5P6~r{Zh&JlGDIe{vjuUIeuqU(3UiY=&+XXj7u8-4%i~%o%o6S{B7l!|id#zqqZi(LZ$5$OUg-^p1sVI4}yH{UA(4`Q1k6r`t=M)tkn z%1KuDp7tu@;~?JlJ1b;{$9emgS9dJxT4_I6`9T>oST|uEMe*!s6}_=D{8! zs$_z$nlJ^J+yQOsp6^B@RV#gu{}u^bh*i118UMiYHzNXPe#xu-&oJkb>3B3ND@9Zl znj@;5-l;owvfUU>rpLDN(axZ!+WXJh-iE_bPiL6ym|Bl`hF;N1sENASw(t9kC&gw} zc==lqKrvqnA9)JLW_$0-7wXCsc9=6L6V|3dSHOaXtO$U2bU0{0YD#B!*V@dI*xBCw zV&SQ;Gn!3#qjY_MWbI6y_R);2H-RW^iwxX?t8t;RzJMmGYB+?l6QfO-?!L}}5s!uC zu31gA7Rki>D0uK|geaQ5H|}eN7^@@NvH<(Kss)iN+ox3)_ik2&C_OL3?pkibwSjc2 zy{P8EsZoZR7%MQ;s*KQp%5l~tnFjMy>k!nESbPd4Kluy+cmY`rS4}Aaf^vpxuq3GQ zq%BWQy_9x=Z2qXkVliErpSHb{HioGab8{7ups1*$?UKWo%`^kgXx`F0PE@4m%>5DL zNw+b}hn(jA2ke(XRPSe9IzFdze%c`lK|7efR;x|VZ1+t$z;{i##-D1RbEMXN6fzBQ zbD;#<8&{@zB)PAbs`x?0%#9do)W;6M!#gfJ)B2xe*sHjfDWGzD;Me7`tae9w&q3td zoi~SVbN+&9pGI1_jgbuLDbvm?pd}rQxr%Tm069q-=oBx<*i88`sl88-bI1o-apMR} zPW_G9D@+*U;eT_bP3&%?THrP$>ZR#xe=+KP8cNduFK`3918A|;7J zb8re^x8{+Z@N=VlbX@Bxc$1Q3ri49^V(+bF{3?BksB$<1w#sz3KJxxkv)dL`tznf8jZgwnlo25-PuI|c6$?FF z+UuVWWm69-R9EvQ6O*XBgI+YKABllQ%f>QRjq{v7(Z@_(T5K_wHv&e=qgb{bZ;_BL zD;A6Ri&?AA3>g|kgEkIc_Hys?a(+($hOsG&jKg#j#BdeP{@&gxQV?P#7ejPQfUm=4 zD2@iN8AVk9t8O*Ab9H=Z?b@=vIXjKtJg^3+eFx960VPy%RJ!t48F!46j)oUGF{8R>4q*(?uuw(? zk-SPR!i+Dcl>8_ae1@;^sDBQh{Y6h&1D4GzeZ3ru9k=iPKFbN4#0v}_P=3LU-m*G( z0vq(;hg~lz`@8sE?3g=PAVJ3mi{wO^_7;rZq1+bP+qQ%Ze&^~}Q-i$2Bo~)vXV;CW zwgoGBWcFZ>=OT+0(E~o-dkt!%2^B;F_sP&`jq@@}h#tR}a^ z8H1JhSyYPc$adXTt?ze(-C z5AaKb+8rb;ps3Nhqf;$s!h@?*NnF3@ad~Z2>4n9ZtrWPE2;&t%2iA~P@sYbnG^3iNM6sczAS{R6xN8Z;Dz zi&9TI3ITM5R@mqZ($Xs_M@Gp`-m5XP1y^0N0;J`ZeAui7crHK%6`b~&2`bi$5WROIe)`7;8^D(xH1Nx3RlA2u z2oU%(%UJ7#G9-skK_QjwE8P&X-a;!&J(pvPLz>fyGA%?xOCnOe&L?2>dUzpiRX?e> zXlOLd?O0EwR?d6@!cd$jDg#v$gM8KDAg|MV;e%xMu~kMqV&X=h%;;R`{1l-o78H4| zbcEC3(>#<1T{;v2`#^JALECPHxuLaV zN+6#iXWg3;!oya0ewV)B&sYyZa6#n*SMplA&Q62_u)4^){&}U3VI8vCR_V%`MnU#h z|H0}Im$0c9dlgZe&{v=#SO54eI#Vt~oWdDh*w$zY7R+iU`#5=c8~d_k`+8X;FQ+cO z!zxl*3;me>*fYE~5mzs2lczzxzS+ZT%e+T}X)ol!Df%B^o(1ZzjTmpL&ml)CZQjE4 z-Dld!uNC8O=Bt#D`Q^BhRZmekj-v^~H{IkLwsH>GlHt?cacvZ^aUceR0~LE?{~Mxd zwp&VB98v2Y>dHD}K&=J1MKbXyo;a*J-yRfhK|aP89OnXIDuAoaxg(Y+=;tJy&%Ipn zxrpf`=WTv)3eC!6kqP`YT!`9S<`NqR%0HJ`F@X&HJcA`3N~2|LO2eV66)Kioh$Be* zqKU%9X!?bS5|xgVhF;iyfRWPDVn~*Vznbcwp#^vMpmq8AGtsENVcFXvD-nK3cL~YVCVv+wrCX1gcJbTqp5`6*X)Wf* z&FDvp5wDBCyyTU`KlfQEL0h6D(Gz#vfHqjTe`7zDOA za4kS(4nQc`1OyalK}mlbQ>oWR(7d8Tv)0owWiZ6E^$_UY^psN<;ta&YsC^I#O5 z!32NU)P6SoaqnjL0opj*e_>zaUTXym#`I@SQc~n%XHF348HT_NVBG)!mrRm54RaXW z{5gj%QuEt^mmqKKZ|vaQ7+U?Yzf?Oo1=Rk{#KYa*<^JTQ)EJm!Bq2k&y)6^3)-v1~ zrvzw7a&mG75-?D#)P5B8*APg*wR<~$KRR3!%Hbj8{>HOn7@2-o!cw!F)8Rs_4Z{`@ ze8<7+1V8^1Kmq~Z0tEJ$3Ge}qfB-zTHk`ht@~)3zKBULLrD1OSS4Y>!F%4ktfsdeD z!20>?{^Xt95CBXq!ya8emLBv%MrC3ffVKn!(g?5_K&;%JIWUfW*oX4_sn?PBAwb~s z+X39IUhdkD+(9-v1#)%ski5YV zjQzsweeN1AP51vM0e)Rq0MxqyL451dex>~=*MIU8_kGR!{?lr>Q!0@EI0yoq>^j?l z9D!>M?6&>pmVVQx{{91ZQICJQPJgu%sxpHH^}SAdVSo6&oW<*cR{7EH`dx$iQw4@0 zd!XWfS$!Zsyq#4A)C|~1f0wEHruHWZ0P7v!UJ3dYH0#L6q;O#xo4&pEeo`*~-BW@y zfE3+;fc|!91K?~4?ERkYU7A|L_wwi6<$p!WBN;f=p%su zwVC)K!~0ABu-^}m->~-=QhbvE0;E3JBY`-Se@V~oF)sTd^OT&}9{@X8{*rmn{!=>; zcp~5J121WQiuF%NOrOD>fZGK82)a}<`4Mu4U-XZH)a@>hZJ>M4e6{;b_x`=y_$OwZ zy1fC10O-W_CSdDL;OFm6&Ky614}7}*0Ph#K{RG@~&G94nM%VEp=!I_LL(mU?vp@79 zdwz%fvf`!K)zsW+Kh&az&d&I~)ly@EJb-8#P0w;@^1-)MLff@hBoMsrtzijjYg$Kz zuinC*hB3~Ze5_FwmQMOOCa^SCkYLIw=2F9Er+JFbczLj1ST3bw-mz-(frk<-b`p9{ zC9r$=tXKjUG&m78Vj{~#to8AG6$(aJn}r*VCA~SFu!+<~xp!V@@9Sc_YzkPw??F)X z3>8X}g$+xXv|ba6o-fYT_J=;j+!;aYz$$Myp}LIR#256{^OI;7NY-|=9S%-%nH4Hfnd!!`!fLp} zR|>E7u1_(CPAQT$3&9uIYIW2hWxsNV2iCf!gNCBcL|6Z%Lx7p8IpVBj<<4}c za7co%-mM0NiWb1p+xeOi3=e!hvu-sJn#)79K}&EbjH$)y%NSl?XZBB3E%X z82&vjKM!2!v{9E=yBF24F?@&(rvwbms#rKJEV#PJF| zZs{JFbmJ}SHs>>n*V*$4x=hv*GLbnSFuaDa{o4Qq%8K4nt2PtX>?~@_s4mjh8HB~0 zk+2x{bBG`7d$e>CxjM}oW;r0%=c7Guau!20>Ghr74e(S-v;^L()9l+;8>>~n1X!ho zz2V<58ZOz*NRf7t$SrEew?n|lX9H)Xtx7m$z zpFaj(1ui7UIT^W2Sl(V<4;x8y+-b2Of77wGD!as-g`;7Mxd4#eBWUcdj6#o|XefMz zV`V21w2Rz4-$h}m(=$E8S$nJ%LFZR2WTAJZGjFW#T{$dhprQPh>A?rK!mCYAM^6Zm zI6++GVv_MYP3#^Q&gAc2ed)8ndp&UMes_&nVSe{5Y_}8Ja!z_#MRI@1dAU8g2h)vF&MuaB z-XDB|t9X%r4=0Pw+yMIUFWsDIQM#MBHGbSMB9|lP++V{RJk4n5@jJ!$i2Xr-d50iP z)Rj+Q6WP`iWvy$;MhHWjV^ENfEB>;4k}UT3&aU$+wA_<;8yZ!XGQe9zmUIsE>PW5y z`@)%T##!Zn)RKadFZUZefNb8B|LxyTGN9awCE9{cadu#9;8 z-^~uP2=-7yWsdG?^W+SScj3+@z6U+zG1&9Q+*^sS^{s)7q{DC?H-1{(nuheXE$G?V z?t}a^`+ht`iwjG}!iLQRb_?5ry=Rf z%w0HMGuGxNrX~6LzH}#RQG%IsCG>Gl_~OAcNW%v>1Yua@i=kAOD<+6lFFSO^5e+h_ z$|_$n7Hy;*usf`%uPnJ{+()8SXcOtY0-Enu*Qx}6@!Nc&7@xIl2ske}g@$bolf4_Z zrj|H!ir)~QY~%Bw5+RV4k&Amvl1dNr?6NQO827qsEwL z^|%vhe|bD~RZfQo&&!;N?b+Sc8gy4rMXM@Xj)SxJ60Bzz4p%v1WA(dr{G@-L+ACbl z^lho2h7qv7aoW4yy7Nslsq5W$*&bGE7|B0BP6`$M&J!1z(y4Jhhanztwm8fa$M`za z1|KoE_n*mkPpCaIjYn)_ju|~xEo=i#7cD8Bp+cwXK3om(EviwaybHpLJr+sq5ASQP zCOIU=UXHqvrLN`S<)&sbhSX*tyD_CIyr^rZ0*Z*6$E20m#0wI;mLQWU#)QuTL_X2iVRm#{=9^gz_5h<=nW{TXg@6BS{xd#?jw^=P_v5|4XicJf(pKgC`Sn@kD&`^cxstA8f8ij7pr- zNoJ56uY0ON;1*od&&V5QH9#hfFj8e8&s^#>w zWhEISgQUK1UkHQc9+i)+u=tByEe05uZ0oj8Z>3=`+}ZLR%V!IlckJ>mP3qij++E9M z^cOqbWPTA?_|#cT;z4&7GuNw3W7czG!d+~7p?vTNrI|M>W2yPMw@V4PXrtTy+uXCD zpGM(5sWZY8E^SC&u|ZDmpTNoJF~rvbI%H(@wP9REdghx}2>% zZd?II3#B_r7A>{u9bLX`Zia}TvfhkFSvI;+MpQDkL+5voQ$2~rkgX97g;lYQe099@ zjbh_tfNwg2Ks-=8$)Q9sg%75O-NtjYm+OaN7&nd{ zQBzj2LgInap0w0KQmcmQuAeUT(N6xLTelcJ0uant>O%=`)NTjr$v&nge~8+W4=HHP z1Di~TthuGmySTgFH)gSX%S7q86Rp6dW;*1fM=R@Kq1GE&DXEjBkJRZv@$y*XicBZ4 zOO}6Ms$GUJT9zR)zxU*$xUU`i3d`%6Ba`8Q?iFDk?OCb@l|v8{Rj_#b_B-H8^&S3G ziy$CGi=J#1t($2gt%*2QC>TGw@#>VbN=0-gk%xKlBvku31@heb2pee>$ct)mZrpjk3PpB^IIe~GH)7CKYWTdoJY@2`q+G5{nD%Fi zwo1B>7};77D!nEc@X;H_ts0y*FQXkYZ9@y5j6|+4tt^u_{yy$w9)T*sGMHG)jsqjO z^Fc>&SjZKe_TnKh)RydXtAjEZVb~n#x$vw0Cb7lni5=Y5n4o%#Z3yyp4S$y5@Looi z^>$tg@$a%4kCp+hrrP{yEdTT#Yfs1BwXDtsMBBV9g87bz&O+VZiiVAw5A|wr-ls4fzf7jOuoh_JU^i=J5e>}vE)KPui*ZADQa*#Kx#kb{#*Q4 z9T2zG*3jJI!q^c&A(2&6bHbvyot|K~`zeIc#_XBJ(=5h^2W-C8V}OXuG~S{3;lk{g z-AJ~osC&%$&i)+pZOT1%kvP-SGxhkSII<5eid)#8b065-HvF4xZi>N;jNU6|c@F_s zqWa%u?f1Qu20aStbNcQ|a#|6=JvQQzDKZQ^+^LHEgfrTpJ+e`X3mL0BOhzRI6+)^m z_SE*_4}x}q3kU7tuR347*l9U#XL^?FE?+iPEtwdO~m>^;^k zv4u~Gt<3_^smK_DIlW(ODS=BpjAP7RY>~c;d>e$|lsoA;7uSFLV=Iy0((V(4iMNEd z?y_l8y(Dqc*vvda>JtFTdwfaR%8BePI6p@qypmXHqol-HNFO-`gJ^R<#ktIW?s>|+ ztJg>S%~TEt8szqjLBEE4E)Qx!Y{SFAX$P9@(aO>%wx6%huC`a4yyWe!(8f;Q!Wgi` z;xqpwJ#K`hVj}Pv<{T|c3{!QGa^a)K<7l&-hCeX3#V$BNWjYrrQM38*6e%vD(q%fCXm@&+^%uP>($gvX8UF%ngrGRPs9pRnTvu$!8 zb}RpDL)xP%?cnn$JfbLSaIpf|sc$bt(Mw`?tt}fPLMFsDs%R$iGAFGVXf*-Wb1y!R zzqmGV)&$I>Wos$TfM+q@kh@F+>z*TNXsSXh60LI8JmW*B^;mf3JDn>Xf~Bfv*DFgP z+9Z%MrM6zyL5rnM?WVbX=WspD5o}~JkD_`)rsI71&S>y(D*W>Coq4u4T*x5JZ?rd( z;UNAc+{Z}>V*CL^HT)!Nb(9!NDf92ZSc@(se2A&XbGI*m1VcK!skbVNW1YRBd;~Z; zKS?<`)dS&SvX3p+(Vmawe&V@};3}N7bNZMib^63uqHoS>Gchg@UL*h1;}Z_Hn$th~ zbk!7SuTro`F+HfHDi@rRI}Fk6J&YH=j$hy+#0cPwsRw(H)N_N&zVKqT@j^~T#n-8` zGXb3x`0G?3$Eap!bjj5cuEC--;R`!y+}h}+n$TC+-Bay>+Qz}#7OMCG!ddSgEU
pul$p8!uPObDFb$eaE$C~gH@ACMZ&xgjnC@f&I=2SlHD4E z^j2~f)B-wU+xX8%gL7S;4F)YiOn*v5=v`ycmb^(5UPCXh-j&&*YJlotBUE$Pj?ibr zPVq_5)%x1T8GO}wEUmdR9f?K1y=2lk6e@2s2Gk{6K9v`uXk&2OzJ2JPW#z-iC4k^^ zovm`qz-^7Us;m-kioq)`e4kdbqKBvyj3d;^uxYo$qCpdx4BE!e0|`b#)3)_@?NM4hd}&Wwf*`HVmfp_(d>2#KYg~i*{`)3Te#&i8Le0i z^#o#@w|-MyFr9Y;fV9G~0B zf_h?-^_g`t(s)4Le=zqwTMyzdZ`@^Z-HwL2;bxxZ;&&8Btq|Zl*C{$R$l;W6iq|P= zPCLwsM1%XcyDaCJ!pnz*;tQdEHFCOFL7rT+2Ud;J&eI`jzrfzdJuBp@Hc>+Q$MvFg zNRi8n^HkpQVi>4qGxC$*36b+eXUh>6JN-^~G8kD|=udIA?{sTwZUE9Zb^r4wvBewrX8}kc7tZ;rH(TcbCUYc_Rr}@mM&eKN z=KGg>sm|&QEO86G*}(er!L4U(ln<{^kAtx|BIeh1YnrU~CqDkj{k|t_!^p{WX{|x5 z;;mFbIDK2Y4Hg=+3vN7j`R=;RVNkXQJYVUvjZDZz+}mIUVipymMC?AsfcXKUiXc8BC&FG~XGQvp6vb-k8<~W5n2I%;`p~V_0$weL%C+|vQE$}#A zC}jSIVN))8#VRve(^e=yz3+x*_|1tD6D!uuhjHN%HU;S6p(K8n{dW*)nbLY}%6-`6 z%LM+&T;5tf&xs=`(p|jj$mN9f;m^n(-tlI(s}6vg#YVbHDY^5gZXrnQe-U7uGv&^N z99g-wWls@){l1)f8^&iK(3@w~Iw|XovpL>M>p5u54V4QX!GVTcb#j(nhsi7u=CwgX zr~m)7~FRv{S{*db6vDO_Kj{lB@s5Ky}EXt{?4S-`|qHN?5NXA(wm^mQ5Nnu=7A z)8g2YvfWF`_^rQVCwT=PG|l#UpHTl+(tmW;%-dw?m690fE!cGBbQ0m#?W^ug(&4DO zQ5}tbC<}F~68~bRl=Y;+U5>>nSWz;8>gKSmd{8a)pWXSa&s5O2ba*7<&BXHC(ThKr-jt5Gm_Wwx&26zEU=(@A^V_RDtORNFmovOuEMdC+noA`XKwf^%%$9bWZ)M{;w}WF zK_;lPCm3rYg^>!Mw4&P!W}~-Fs(`)Ctar^FM-E*1Sp| z$E?F!_F*}$u&L1mS&Zt64~__8R#g1_eQl9?S3;LNJi{Xb?Evw8HB+fSOfK)_Htn>z zwqQCfteJ*zMMEf=w~3qh_O}0lYA5?~^M1Ow5AsBcXcAPC0fh(0Y}vp?#h|aXjc37&!vEXpz%b%k>r&CCxDDU|mWpB1QEKcl z|1fFXu8v#LQo*6%-IC{lPu~AiBpB{!TCtd*#zwyxJkP! ztiuNEnlCA06PZ}0*cZ1H+(jY>VhFkHLu7nLev zPn1`EVlT2d|XVnN&k z)f0KolYnEIb$pRrt+)rY!k}^Y{6Rx_WottI*J$-4@>FM?>;ya|#jX;a;u`%Pn4H3b;rW)x?? zEITU(q=LK_8@LQtr`R)ta&`D}Omwz%C&1tPzv!wpJaB4aEh~w87Vi(&r7nl3S*QjmbydB z`oB2YD{-GmNdied2~6ci+pheF4ysS>-QKpO=dv21LBU22^w1SBZ=HX7)orL+s$}7y z;%mTuNwhC&E*+~ywVzx_ek)w~E-G;$iTr&WW5M}lb~`_OnTsg$Zfre#%I)&cGS^uT zUT{So&N>JU_{e;~H+rr%N&yGBADSr(Eu`*e6qDfiL+WkQm4Lc7YAjU4y-~$w-(mVP z7&lMLB_0Pta)OGL%!a!fXgvY3SSqi4@D+azt@=#FYbNhAxWO9PQZMB<1~siBzQzk* z|4Q2&i>q6XcvBA7lwWcHW$}fS8c9-uW7uD#*93f=4p^$Cyt{89O8t;*hTto29-33* zbzhPvI?`xBfFT_eS$(=U8N_8n>dd%JPYxX?D=f3o=d>VTS2*jRYq;hhWSxb_|4FMW z?4ECyfvfGM=#J5#Of|9j8wmSk4$zCujNS-AdN2Af(N{0OC3dcuemuIFu!4oLr*jLH zO6sd0hZC;`FXV|%Jm;B?1Q9=LSQU(^d-=9fS9=|ol?T(7eF$BN3N2%mwtCAM-dhQa z;IWS8G>1Ygby2cynxBA~UqI{G-zwqG8#89g-DucIo5`?k*PH0eQz0HDRVEqgz9n6z zZeQinlO|)!D1~iSw@?u%9Zv{@ELXa<7h(5KA*w5``)_@L2lT`)*_Whm&-B|cD5~uq z^w?N`2ra_+0Qm*aOE(kkx0XE$AXJG8Ma6Ywa$g~T^t@WnDV|$D*bsR!jk0bS?dQ}= zD%H|^Gt#vm?${}m7JTp{prd)*Wn~0{?Ui`OOT7%}QBa`5d)4&zB|_-^R9*Z7dR{ZX z>7Nq1e{)pYWMzgsydry=ACECZTtd^3(uzgJg!E%m+lE0xw3WT1k=9;{thzFma){;m zZm{*-al3kM7UT41{|;sfhl~b30td~S$zZH=Bg7!QD6?uQNetZYKxYlsyO+BPyEMfV z*DC^vG3c#cC(J=?#7nlV$&5sv_wpJc^-}u&vG3KiCktaJBZ~0%IN;ot5$k zNZez%U7(8;l%_kZTZQoFg&a2T`!Yn&q|b5ox_`vxv)c;=djp-U!W!)`b?oX-BL{x^ zHOFJnE~g$MMkwp*A(i2K$yIu)xzDhm>G6KI@f?otZw*eqJIHwS zcDdHSJI#|1Cm4KHvi5fi^jy6{-w!N2=2|^hv~R=I3Q6FW{c%4fE**3u#Kq_C&?`u^ zS>T`P0TO9#yJf9I>4BM9;|z%i3A{IqGDyto>oNA!S(c-Js<&@VQJH$ztOf-4%c9E^ zY94D3*2vNkq>olVs&Pgn@Y?un!@c{IVAjnElj*&qj)uA>cu`6Zd>&_asu4PQMsJ-v zl?7Edr#SzL&ja6MmfA;)``Rj}zfIfMOzg>EK@gT3;ouB&usJ-7;_eP?IRCj_ zL?ryyfm9O)YYiwx|taI9ENzF7v-@nmmwUQb~ zrU()o9Psu>O*`4ef&A)PAr_~*5@y@Wg^wGLTbHTx?rPQ$Wy}6EX^nKQ4OF=BC1P%I zCWxA(ZHLv?h2(Hz5wF1TI^Fa|tzOVE#&N7$))wbHOggChey8U89K^A0MT;|-$D&PD z%Bur)Rqqfup}I!byiTM=xy#<5w~b}*N~>_;?Aeq~xAR;1ZGUv{e5UT(r3)sL_@P|q zzE%2Go)-t6F>SUCVVp z30ZS0Zk=-#y;*q&hg9b2{WLlaGGvIgtl2T_58SxRw@C6N#o*tr<;5@;-`hH`Zi&BriAWH@R-6a_96@w*}3FrZZ?su6qAs5`y z{AjEa2Im}}?I~Sma(ZifQWRW#6`+63V+L={u^IX~)Kg?kpS_A6d+ZbI6{^v*xfl)1 zI$yi7`sFy4S8VS%h-I$Nhi4PN6xO)mJ={Dl;>ZkB;8A(qW>vE>jA%%?0(a*(l~K45q8TB1O3BgN{8jJzejE6N zju@>?WSvwv=_SI|y@4^iJD5(>EVEVs)vO^%yEw9`NlPL`zKnEz|p*FkW_C z5*ZGEulCcf(OW=Rhcgp$@=DnjHsZ4z4Rcii7iSFmi@A#4q1ptsf%asZ*yiipA@Tl? zQIke-wSl0TdJM3wkpajNvg}t3+F1<(>6Yt`Lk$g*^ZjAzYZ&r0j;%n;+swo;;${LI zY~5rT|7vJG3^w))opR{y=-ypM8?T_mu^bP(M+hKIw~5uSgj*hNn#$Igr?IyYOPiRs znRBU3(gLqXRgxtETOKh=&RPT}$TeM5ebM(b;2Uy_=j5V86^}K-w#w>znf7Z0yhkqQ zG&IxNuNk2>d=(0TFj;GOTnLC;J~(pR)UX}75~;DEciw@#Wv*;_pn`Q^)hgHbH+wI2 z^o}$`P{RpQB~8~w@unY9PDwa}5`kpV=010KcP;2?)e!_)P}?kYTAS>0z5>=TX-HfB zLpG5%0@W_5u=#0&XW)h#+{o`9@jj1}#)?LrnXyo;yUPFZ9gpPAM`*k?h}+4XJ~Hhr zU}LeT!gBjobNJK`^e0*s2-hil8EY7I;`BU>HJ5-33ZQhCTq{slKT>Qc?m+ z0$d=X7?wa62}&X*q=oV#35q@T3(wj2na^MA?_aN#jMMeio|m52o?Gi(YgqEioP7U4 z-UYOhND%{&V9<~v08(4w!A<{o1Q7)Z36P<2OOVmFfuBIZEHVZZtXL6=Z~8zaD6nAz zMpFu~$we_D09ko;0Sq9BC}~J(2}nplA|au~UqT{9C4Z(RXghcdXrK%U5E$446`_vL zg1uNdj4P(!cMy*&4?sgnNywkweg8mg7|_-rA^=;85y+EJ-FdhRC=8eWgSlVzA&WZa6;2no(WCH-+TFf4C*smr`ay1agBT5b@uB z*aSEXdkQEp13>jQT$q3nF%P0ELkfUS4ui6M(6f#~1ivvYKZvhBeQ#h0XsF-po7yw| zh`sRLeg$ssqD*d-eQ0qGAUFqgjJ(PU((wEKJ79(2Z+fC7)R>_W;qE*K^)lL&yG|#H zyox+{fqK}VWxNeIQ1{V1(0PYdecC|3;{KZkr~y65^Aj*(gSkBYXUaiE2JWkt&%ocT zDrlhdn7iLe2Y=!#Twhkh+jBTJu|8fNL#zou#X5vD{3*mxz@gyaU^{3?U6sIEE|eqqtD7egK#WWVEy2Ufkanfq?;k-Yq!b zwE>)ch&lfCdWNa}xES6)C|lrl2m@B~7ziKFU*E3y)b!pY1Iw@YAGeR7)E4JuRM-#S z=Wq781w;$rcjyS{z##wdEC547M??W39Sn#scPw6tuUe+ypNM4v4g$b&{$-=qbAD9s zZ&HAq-q0ZQH+MQ*618Rq|5N+~ZKw#ybwj`4-`?UM?xWw5JAKU`eWKsnKowqHUB6CG z-_Kuo_9fVxi%)bwYAtyfH-M&uHAaCi_GOe8bBkuf7YF&)-xn)`yfr}u0gjHJ?ihzA zsx5G{TJX^|&Tqv@{H?dur1k+s23``ZpGz%3kl>KupUE&>T5j~K<$w{XhgRs&>?}X} z^1wRbjbAKAL`Fw|NFhNV!8PF#EhGP41~;^8L%v>77=KVi2^cnzz7}){4g$qIeR3)= zz&<#KDy#Z4d;t(>0$xQw;DST|3~!%rVFchli!}5XwKr_UVIqy@A6sZ(gJ@)^mtLdb zx^VV~*6-SfYaT_4E0A9_jF#5lwcc82j45z4@DGlNroV9RHL&)))oKQJXd2$qZFNg{ z*%mA4q@nv6UKh7TuB^(oQ^NBjJ&A4{vi2QM`=8?gq1v6L#C$2b>x8*V%a05kR6f*^ zpFrUE*v~7Q7$!Cd4ItZ~ZzDzjjLdy~ z3A|kPu#6e@Z|9&NB*WX!DZX1aoWPMkFDmlStk?)0I#5R9QYVv%CA-QE@2UR_e_^NX zGJ%blZdBjuPQ+!Phj_Pu?lHIr*L$MYmhxmkPh2eV#Xq7eklyZcDPx{>jlNJFugr35 zaZtoeC^<^6I9Z$Xa)VL@1>5bwJlb*<{kuc3wqXSq&k}QvB>`w z*Q>bD>MYX}eA`AL_x@Yd9>p5C&qs`(@phEtSNG?i8`6j0MF+Ty!aRTfa0WR!O(YCX2omi&~gadr)o)Rb^PfI9r-zLK{-hOF#ezHy}AU+ z%Zek$?A7gCUuOAeDhoJ||6=T%x-$#gH5;3iiYvD9#!khyZQHhO+qP}nwrwZ7diNOJ z``|m+hwCRiYhL%9H_LO8<)i321Y1r>EC632@m@JlB>*Qb_sw^@J6Xf&J zhe(zlDsAe+pU{w&jhu_o-t1(v*A;tt2Qzj;P95HXZAy*ydWdj2yT;4Y;+D7Cvy*~b&6z0*V`7Y8f{Pv#hGsJ~o0Cg7FOv7euZb>t& zgeN*3aHT0C<2NP9C?@fGgDdD~X{Lp$OU=q!x@Yf-yH*!S3L65*5X-Au;`%?GSthmW&GswR{YU`icznsghG+(wA(mHCRqO$hK2c zb5NOcmF0B1fs+{;^)%}KRe)%mqCo-bt2tghATv_IT3S|3V=mrNiFod0f(^VAT9XK- z!wh9>Q~A7d$FakD(@ZQ$BK3x9}q=YQyTW5PAvY ziL^Q6#g#z6mi(4==BiVY)pUdz_AF(oJ97eol`?QL!sf;UoxjXK(4al{x)ctzf9_!G zrPp;OcEn&%?4q#pJJGB3Q-h*F9}bpOJcamKY?T!vFx^p)nz9G)zPFC6mFeZ6M6U=LHaE%T|i3|XNW@ph=gqYclmY1r#`&dz#*?p6NXVpZlqB{-R;TG@mx>pt1< z?R({WvCbBsNfj{i^-$;}FWW}JAlo}~?9QWb7~N!Y6SAfeuUP#OMac8cyYodhNqw66 z8IMd4>-rn#3Z2hm`#!6q>$HL<4SAuJb0Qn^E@_`{1o7oLX)1=jRh@*%-vW;KWajqG569Jq)ab#HzC zYIk}(WEzmf9ZHoP?n=#>KgJzjC=zSbadpjbzD!8R=T-MjWDjuSNIfbl;+{X!VVy72 zj@aPw^(d6isO{82pNcv`uZ!eLjBQ0t#lG?w3eGbMa)1v1{ z2Arhnn~YegaBtN0gFmJR>d?rl{+8uIvCf_*Tub0;CSpjd}0QyK7 zZ4BImx06U!_OzGCdD&Bwgzo7BYCMn>o5 zMLd^p+JMC>T_#$x>zag74~W|m$-R-=BBm*O9AyI?y2Vc@gsjU3pIFjj#!uqWv;iut zG+PR>okM`ap$Xl@;V;$2K@d0*%a^zxE|{)%o!8Sxre_7w7g~xoNd?RGMyucfX+;DS zQ0a1j&$_XbO(?w6qU#LFjqV(ATV8Wn97+qW~8_AHj2Htr5rJCPeUwmva?cn8nYxG;;i%8v;{k5nv|hKS)CRjiDj zy^gXd@QvJUqo-0ce-*_j03g%obqq@Ti96;cR%EL>y4CQRGj!b~=ZAQ12b;bQHemO} z#*1tXmKpKf4K%r5k$h<))mDKIoN@w)z7<*WsK@!=gWW^Q-jqTvXH6>o(^gAJXG%v= zx%y!kh489YSEhjNK0AKBu7(ZYa>m={!pzM#d}=3!Lr*d$=QZvJ+Xx&}G6n>_JA#K) zb$Yi%Ah5Oyw=%~vu>?VQt-z_x87>y@Iz20a1$GuPyf9m$9yTRaJ#+b1R(U*~Pn<8F z-Aii%FLFqLm2!)olHMd-gyGFc`Ih8H!|za&bKrP4n&f=d@SD0numw`l=Cgm(Zf@n< zL}hUsexlH&9G4A9%EFvz<4Yj8Ws)8J@482+_i3EK<|~XQDV?{|u>S?0N3-Q(OA%niBc+f|_#j8T|RX%_feNGn@=%S}Xe7 zbhZ(}T~$k9qx$8#TUy~bg!q#z0Ab}|o{~sW2B&8I&r8XL-^b1p5gcX;omBdutqabu zT~V@{A*-rp&okE&#Qhl-i&@UBx4xaET2$d=t4GC|o@k6Zj;QCf$eLz{zHR(o#c~v~ zP}H$<**aJV-zvGao@>9VS65Ln15D;R#egp6?ql_@xa|vi3!ey0`jc>SY!UN!eQiDr zrg(;R(i{R&uDY7PGC1}ZhO9)(Dw%%WN+(hmQ8d3|2`p9?TLhP>F3^|Mb~vuVkOL=g zK%upVsU!N43k7VJ1>x8n17}%Z ztkwnD11ZeypPmB=MA?z7{HQRm8cV1dWA4<9x?HA8MYdznf6O)hzT_s|*lX-Jmq(#yK}_V2E8d*UxU>czHYV!aQ` z=Dy|EE18!^7eR^>&K;N}a|a2ieMb#^W>dcuWx*U~+n(_zl(MaxBO#zVvXQ1b80 zcOK)uSjrI7MiqtW@$sZVU*w(Ae4mRBcnj?2Nd3+_ipS){+EZBQP@_|kzjG)5)2!kKnFCMx$V z(#B|O#>S64sz)N)&8JYPXxybX#jMzZ7Sam=&Iue$B-g!X~U}^5g^w#eP$7bOi>x zldqqUh@;2+hGThfP-?EUNh?cufZr_=71c8nZC z(Jx{|liQ9?MC0kaUhTX;xoDyQTKjUD%>s4ee5x5qrPlloh!W^pV>-KQEy~AemqoM+ zP7R|Mg%rZhCg7%iM~!Zd)$mnY22rh^#(8eLu6Pi&kgH}jV$0@mT1%70$8F^&gbj`G zzw~I(0PWyr!heN`5)G3bDkcv6MROHh&Za?2*}`j`@(-U_LZ0h&Q6M(SzP*(V9t3|q zdJRwHG#7%+LT;kAx44v@`e@ws_WJl!&%nvT6Y8;5Iw4#eGj=B>>;?`_S(TQTh@e-F z5bVRdS$0t(?msxsWM07ViHSu{Dpot8z{rxhLw+5bR;b6K19Pl5ppFzzYb(FP-B*gOTid(y`w07< z_9?XW)4wDCyf1s9?LH(2gszFWo;4?e%YjvNM^p?e_5qnSw+y7Kttj9?X=f_P$@7I# zmb^*83hRYHMPwA>H|^gg8m%4Ydp4nOT2$UTAO~#aClF``U8ZJAX^kIWJsw_VqilSP zw_D!uh#8BCl4zjxK2LT8IIkG4{ACr@7dI?bYr_t=b>l6ZPEY6N%s#x^yj{VmLB(k) zb-NnkB3eKemVYjyIX+QS`_^dUdrD>Llr%GUxHqior54GMV)R$rQnZg7AaEdsCL@89 z(2SjXUtqN7*|$#fLl#=Xa1SyUrRp-VK$=qoY&G^}gs#+?7zIE~ke_I9pv>U749ji1 zrMDvO%eCWs(a8}n3r>FpQ4yH2brXOt-01m9~%(Q(_P zD;l-3x+GpuZ(pJ9F4?n6#hZ8jglvAjyA1uF?n87MD<07YyWc*KZ?}Fdl(XnJJl}4q zfaATM+VP+?o-#fcb11msBG!D5D4)>CSj^oVG-=p}xGJdPd4CjT8E@2nDGc26?bEhR z%i$f95#3nh_vOhyhOYa2pdO&9?)h_ii`>UId~r|vuC|l_rs-@94=m)bIftSNPOH~) za7Af9AjieC<>onHdo#%u*3;%sE!PxzZpJ?la5#L?(Ye0(iJT*>FE_27=9sF=DVM zz-#n5w5g3Df0YAH^66{m#i=~x{my?Jm~Jx~HF)nuIZLcf4gqQ4Ez{qrEH|PH+Kq>)cd;J?CkF+FXF^VB^e|cBccrEd?%WWr0fcN6Sl`tz4He0eQ zCm$zgvEc;$O&^uR;MF5eku?TfNX?RJF`Rw0DGEcg;my&D6+>~tMH7^k(CXokPXg0x z=T(YnR_U61I`LG4a@qyC&+}QfZjc3v!p4FIGTd#Qn6_P9fb)>NqV!5&zv)*{_1N1l z@yTZ|!rq|V6@9X3e1b(b+`2MV>Up?}JH`uS@QtZFp@&exC>#_{CtQU=P^Va{ z%86;D3>m?NGb<~sPE0cNk%-%}tNEPJ8{Xm^yHQ#akSRC88I3CEDl^~ z^;2XpqWF+=uI)2k=n-ZUBsgs4)T+sdm7E56$%W!Elcsi)yMn%VB~4SH8eZugS9o^U1cwk`}H-GfQWi z_Sx)Bi>_|=m>t48JUUo@Z-;uq7vK%Lbl9RQdX3F#gV9X>dX_?z;tnta-^oxJGRdff z5<>}iNwm{h_YB8yLem%CH+-pO?^JPoNp%KPTQp_L7#$X-X8H>Y;){% zZ~0E&d`1+niil=f1A9c4Q>ASp@Hmh|;Kei4U@zTDAD=y{U6K-qCT=*Nmr*Ep)&A^P zL#Y{FW=!jXdt;6T9Z`EQVvGBf2xED{4&M<*Ts|pUf71^vPaIy;!K<&}ll0i$&^aoP_EFxUR|t??6$*L!eI-{gK*=5xqHEkpus*A6_NdCQ>7#gg{8N#lfQClQ@;wlwUop9+yw=5R5c3n#T8 zxp;S}Iimy)ufyU1!j5Y9gDJ8vB+tBuH71Uy!LTt1J2w1V_Wic|n~7Rh`#I}Cc9I{y zrT*31W0wCpvI*L#Mv>s{>jB0a3oIbQZjhglZQjnHEl_fV+8TI3d0SeP84hv1_abPFc z2ve?=GB}Y+DsdZ8N@koSh<`92TqB>uIsi>Hd!^&OT!*)P{gWKCQB+BW9YCn~o=dwV z`e)J!-kyjqmReQ!y9r|LY$8X8f-fvOagV`Sr1*H_6B!#Cet|$cYMHr0$AsIK{RHF- zFmt4?ldDkwh;!zO!_y$3BV-YOWI7oAo3uruIgQ9NDtlaLg6AUVn!||IZHsA=a^d`| zOPJ*_UgvJMa>DHkRchCM=Gs(2_;+Qtm#siluz@p6@EA(q$c%V*!-GC~&y~E0xq-1S zPmb9g$8?i{xQa)B;{{Oc)LOE*k`mc;U$wEri{ANO0BDP-o2J>?kyocVZ;8G5@y8O2 zI#}Rv&hTkDm%(yM(U9u^6$prc2CgrTT>;?n9@3fimek2Y`JkjeKbhmh)vlyHZ0CJ0$ce7o1OsS&Td827eNPU&lceT?!JiwN^&OkY-sZc99w!W1BFa+=b zO&~1%K<>deJt6v0=v-J(0RpI;AMrj?vlzbC@P~VMH@7?A%q=%vTTTjRT3__vdWf@r ztpdB*NZ7qM$-wFOCZju5ce()3$IHBHA9hE*W+*zOKOnC3Z2Wyl=r18ii0If*e{O3z z_*8^&a*tr_-Xbc$(fwd=UygxZU0=Vmu5V6v!g6VS{P}h1C)ZF9_d%WNKv(}};RDf- zIN=7e`ojX**S$%Bv9}H2?(=8km!gcm``wl}BJqhmvjaWO?(KZF1? zboMN8SvKTHL~%{7Veb3ej(lt7fc!=P=DqAdyx9r4I0bpIzxzP14{Bds{k9$$9!OHz z0Y5(mmXmwUc+l z;RzxY1n+PJ66o9e`^)G%mmWJcB4Nho)F(PsML89)Gu|!89P(N98U?6ct?qgYU9NAJ6$r2i)Vk3aGhfBmn1jr;SMuu{{WA z^_$26kc))$c{}j(L;cK4@Z*E^lXdh%`S4REIyNwN7L#*D*Z(tuXdle+_BrJ`TLrnV z2f?I^n6P`_qbM+{6HozM=jYD$Q=e_8oJh*V-G6*b?#)K>X8+kJ#|ALq*x{tH;t45~(AK0pvfx z&$HSKNpc4Z4gC3vTRaD`|0OaAq>YP?u}=VYJF5lMiv}_B?Nz8x2&6r0v!EmT`(Fjf z=CK1;JHv;M2Z-(vPZp@x;sx&&pItk}M}S`ssODnet^XT&h74@i=?Bs?7yla=kMiyn z^rwQq7V^(G{gDsT>+Dz0Z4MPU$X&2+-HEZDZkTOI`mGFag<)A|E9*$MG=mLRaf8Fh zRG$WS^(}*Tor-Z#buXQv4!komtu=Xl*2Lt(*83IflAa)Q371XVb5EV*a@wY4-!}*U zGOKnioyLYlfY4MGS;LXf#jy?2e&~AOX7zaH$uU8A&DZmtObxEl&H8qHP~7O+)QLt? zzd0K#Nlx3r)4}9l9!bE7hRF<<9-oNqg04N%&n;;xPfsf0G)_;6g4FRK0$V7$>y1hM zc+RcGuuGX_%uZK;e^~z^H2gXH-6(NH&gQg*(mkEGP>>y!OwS?Enp>>0u>09($i`Vu zL`Hc9QUYk!u7mzKkt8rpQzwD&R;#L7M!RzLALi*~hyL^$Y<{)@@#ujUR1*^*N`Zc}H|mmvs9oc}t-!_7NIizMr&LGs*g% z&Tg#Qq~g`e6}|T^$5Gc&)yBF?x$CK4OqAR$Wq|LkU0((S@^Rnc!}*B6v1*b&&9bPf zan@yV!0!j~cUUg#5e*mrod*%gd7-6huddG03$IN15m=?b$}sG+KfPl+Qlb;Gw*dWC zc|m(vV@Qd`@*y9_@lx7V#Zk#-avb~^b3rQ|XZ7Smoed<0b-QKFD_*P3xb+zR43@EI z5O6O`NkC!r92Z%b8>!(WXAgmy{DMlYLM+}=hQFk65!?H=qiZAyoi=!hgssW(JqX=3 z_Pd2Y*>iPtbJSdV@sZl3p*?GW09lf_*1R(Zruk6QF`aM%u~SK-0I%~V3UP9mkGpog zHOJqrEJhRUA&gWWea0oT`z4c6k6gxT((-oR!C0X_CO30*iiDt6?*=zvfBwjJlE0k0 zDtsFE;vO%=r=H7xBlphKJT~61m|9=)6Uv=K+cP{hgMAcH!xRWMCoup+jbT(XVj_9S z2v@G#sSzWw>Sk}gAOs)1wE3&eElcPJ?(K0FkDoi}>>NBt!?|S0ip65NtcFZlYBV)C z^nfvgl=m-F?49pcC*|`zO%BSUv1$p6lJuN0jNhX2^00~o5uS8}0>xy69i?_vMNxPI zL~*r=zh5jvQLxMuvxxp((chaOj3o=y)XlZ+qsPd%%iILMYiOd!A1d;oRv(R=f{a>+ zKL~2(v<$<7^o`Ci7Mp}YMLHv4FZOpRGq zvvB$2z(g+Dx60ymQ>C8@w2s`0oJKb&0EPMYAv$6WCH(7&EapA@<-l@m&L@dSxs;CY zlQ^?k?BYH4rI8vSVfy%}fJCMw(3ck=O7_5`c+3-J`E>_`%n5#P_*jceHy^0MRP?;p}h>b zI`p5%#i6_?pDrf|FEq*egu|f_Y@Y`QLlOK{4wWG;N~+?86N4z%{!v!0jkVAHp{~`$ zsjh?m3qp+!&|~M7PYbbAhAcE1>ttHu1SQ42Z&%lN^R8qc&q@O- z-)H$UE>-JdC>GS6%+IenaCKFa^*k{>T8`=OP40_|!h2CqLz*73qDS*4;trHmam^~Qc1A%EY6Kl z$NA937|T&OQVqM3et1PGwCh;sn0eIYc*z_aMZH3@2rSdkE|M2=wrL;z(uA>ooj~sT z9901r4$tZ``P;J7j#w_{TcP#m*2xP6OU4`|vmY!~=vNR?nhbzpSlCcyq(M942_k zjK*%CC>GiWAt+wV^4kfpxU66}gfD$b^D|%x|G6+uSt{=WcSo59o7e4R2 zZ06F%X*CcL-X8$`fjc_4@Sg5k)fS~&it~5>-JumX2!DpYb~tnuxX0&~e!C1K}uDR=RH1fUQExvlK4KHOctlztl= zCFyZAW%#?>T$F(I4BaR*6H|b)XqPE|>-66xD&2UwVK+Eu*EOfn2lb>1jK7vMDC1-4 z)TYO-n*3$^mF27HOF>b;uTpm1F1hGs);s-~>S{G&XDWwJ{fRGtsBBAg^9!GR$5yx`EXjAN~O|`7&d%LqDsAwd~;pcO#pTo#O1DQMThKM_|;@Be9ns^ z;hLV~_zolXp;@U}xpVK1F|jpz)Yr~QH?Ai|!NpOr;$;A-VW_d8WACr?`V*ben;`1v z8+7+DQ0T!H)4~vJy0gsi5JVX$@)zi>^{lB2s4&GZ3nCb?#0e28|FB4g?pD@~px_Cw zA{PuHhZl&5)}ga>+|x|`mj^I^LcuzoaWKmSEf*>(S0MsdEgS~8qi%tVSNba23B@1A z+A*A_8qGfCRLKIdTIwzNjT$A)S(U$;>VH{+U5VeLwI_D>t ztHblmS=^bSh_fBat1@MA08&PKy35`qFP1${L(Io|8td|1{VAI~o)D9(C+QHYk4Kvn zw|qOxD-21{r*Nh+jdK3}C*{s!Z}9oe(D66!Qtj=QUEu3x-ws5r$kb0osM@NS@lx zMY9XJ%bgJhx_uSI?TAbMU%~_2$;~F{MwkRgNubEtdb*PLLre%=Q>8u5foHh$cdhHzk6^Ba>YV_eo#t?N>iz2UIkiAVMHO9kJqlZpzdv9Ar0 z&J>Mf+cBgN3dHmuDd{M&csPYS8!Kj5&In#(>2L@pdNxq2$A~J;qX<;6p>D54MGyt*1J^IbtoB5T`D=Qzp|2Hu|2bY zM85hbyNwpE!ZfndhGPa#l~#aDVooFR-xe3dwTOgauNhaL_B|qO@Wh}%lSvXM8vXKR zvAG~GG7L5Mv4Pe1fGhG1U4)wFPH7CafB1_=t(dF6n65SNXe#7Fmf)y&F1JPt&jH_; z`&%{LEJNO0|1cHa!NNsn`5E|b$}Tp~QcEm2aTi7UQX}y%K}=Ffd80d-$`Qp(zF3@4 zMC1zAm?jTTHpWXw*)ama>*E6q0MhPMsG)ttTmfXdS&($@7ejsK35*3uP z48|VH4VorJ<#a)E#u2x#cAw?BZlNg_1pS1JV%7rP~ zZQZG&!uzKJ)Ag2WA6{_h#pYqSOIZH*aQMlZ>+^3lwsVQ5JVqsHyyz12X9nexK(p`* zZY$F{V4LmeKk|Kj?obi>9POqiR>D6~5XmXuM$3M>>nm@#)s;%7dWm&Q;wX@Z6>SVA zof~Pw_P`peijGAzbbY zca;3J;$Bw4WDo`jn+pVr``L?9FehisUuL5)=A`E@-j#a?2dD#tN(;Z>IMvq0GCtv@ zR=tC6q`3Zh?i1I-u~6#f&b?che_tD8U_*=Z}r*23=WhzAwWs{vO8N{-0<_R2e$G z1B!={Z&BEASr&jT{Bm0Rl^TVhd_?_9CJ7k9m0a!8o+TLXQgHreM+z+lNyPkSS6a5Mb2Pkn1Ad;W zc3Jm|LH5&Rk0xtTML9<~a<41TZ1mjs-pGtzdOKpqh7t~q7Z{23#_I{QVhc!y5N`}iubxi%eY`}3XA^riB6`W0_uN|JUhanT{HOFc z^W1ygfUY6~bht`Ih|vw?BH3bZ5*f%1%|=#7PX7IMB^Wm^PsLL$w}wxI*JQbWQP^{{ zk(T>yU53Dz9R%mIZ2xyg8P;@Wu&3Jow^%y#>&8>EzFx8kO4+@B!}P7l_ZHzT*1p1# z&g8xvS@~@T#F$aDJf~4ab$0uDuei;XmSco&)6A^|0o4Ii(BALh96W_I(LyV1 zA=8E9ok}ny<}N0zZ-|YsZM4=geXWzl2;bL;Ovq#RpWh1R9_$f3i6E{*`+nT^iP6snYX*4Z8Wf1NS_QTLs&z z)vPWOa(~~ZNIfg51JF9@2Vcu2zAVYLoUR0>X+3tip&gbXEf$;!Y0j<>w4vuUacWAF zioJ*I^IYcP*n=~^`+fmXDf>h2$jgMuD~(wgIL&*eH$h(y$Un0u>OJJjuLWKnPhJTF>H<7*1yP+X~db zbWaWJxrPP8L4WR`rAnNGiq&oSV-SvUe)SMR~+eHZIp@1Oo0V}%PXb@;4$FMmwyrs zj#3r=E`mR_oN_ibUj$K^gnxrq*x0J|$D+Vc_3Lev#;*=5md|bPB@|IW%msPSmhRN1)T{Z;0RzYcq+Fbr6K@efal{ z7!Nxjuu#bPZvU+h)}SKaib_eMZCpwH198E6q$5Vi?u-P&O?vpFY@OYGeTkWN;ytDr zP_>}|%e+WF&*!~N-z1qtlOpzIyDCCigUOkW;+K*IxceUCu(D>F7vvRJs|km0j&-Ur z)}w5IFy_X9J)TwL?(kc6RhU3caGwAT5j_ugaVh%?o+MP6p05ptH8+Wo8NQ!wx5^*@ zw^xc+A|4$cuq@9Pv~Bq7V7L`pxoNsJWy!!R_BElPKp(>5MX5C7w+doW*aVW4i(GN9 zvdSMr{lF`)CaoQnRVRWovR;K^&@7#(m$oOD2qTpkN(VK$6{Vp*1QL*-yynlQD0qPF&V4C^qnR$XY>9s9dcS~&N6ZCiqs zUPr^Egp(?xz$a~Fl>L0BFq@bX0$tl?pK=r~H-)p8Dn)t5g@;}Hy91cD(3?xO#6#3+ z^7*?9zc3dGQGFuY$0M>Q0ywqhywKptJV(-;t+4nt&j3*0w!I57t%jVEqHP*0AUTK7 z>44Kl*h6g=Ec@BiQN(AXVbi0_vtTfTD^LrU0298j!>K%j2ArwWjP|{yzXmn5ZJ>hM zf%?)faZ`3K#`dv3ig7ifj|bSM;fYaVIt*u3U%_(xz$@a$3d4hWj$&kJ+y6G-iLc6V z?F5bbQiZk^ZfXJ|6X!+SK_MZXV?vq-y|?D*W3vs*A_kM|%YcTmU36yH70E+DWcVn3 z|5&ihcyV4c@{Wh7ntXT@XD9D+T`3Z;TY_DWPArtyxG;TYa?1e~t~nNv>p-Im33CLC znRZG~)&8N{UV#^jivbF&k$41FIKKIF*5f-VgINriH{El){R)(d%A@Zp9Vey_=|-!h z(rnyf*BK-gN+tm1?wG|~B9J@NYbcFGdCT_jjcGf$T@=Q{t!hii)%(4|!p+Ta5ZI|&ZFtMWcTl6xn7 zY5QZV_#W(});7d!-v4giG?($F-td?_KK@kRpQjfL!}5e~-{4jsy{~_JIulh-*LF}h zgSoN2$jO(1KwE+Hu%i;<=KPdm7daEpO($VQ2~kF^e)P(Q3P!F~hmMFz&DJ$8)Y#vF zYucy|na`~)o88Obo6)kv{ar0Qi09~v)BS2F8w<*4BF;`*SjGjYaDppU8UPG+66R!MVoD@Eg)e}icut;|uIqjeoSL-hZ z&Ju`>750JCXP?YN+tgS@cYD6t62mem1xe#GtM1g~Tr(CPwQI|BnWEtjQPaZH_>TEq z6XPBvkN}qFI9JPonqq#g9PjQWLGjUw#?`JOqGr@9YrPb)~e?qw*dc98SCTS^W)zUyUKGr}6>ggveaP#KnnDejI2TORF=JcGt5Y!G*7#lP#6 zdl4}{uMtnQ$hW890MW(Znly$NhV&z@WnfA?xg0%h&y8IU|C&S-wYCFVHX&4RHRQd3 zs-kX2LiFl(4Q>IU5MO(hrKE0l1xDXPi@;={HwSctq-o8as1xfOlHD@xw$iZ;j;B z-;Crb1iMa7VAS3zWEC{^ZTxrftU^3XOu9? za%7=56|aZ&vG@UQvEuLF$&>{&U$Zf(jNr~N%7$2fd1MsLd1wwcDX(SZ(nfl^vw_l| zNN?}1S$*VJe<7;tqjK;1vpN`PJ#+i}EL;!raDzd_8wa6Ta-NAXS42x(DG`*{PZ=ld z{Ih}GzSL^ampIhWq=U72t(Y?J@wk014d%L&>%Vm^f_b1>spbu9oZCz{V&5s3S~1Tl zpe-Ht3fC7u6&2mhR3Q%@ce&kz8?&v&#}%D&xwg-XUb=Y;1zfJ669oid>5dVG!w#0A z2Z_$VEb3MJ1J${42%TFesKE0Dbly}Et(LTvJ%A@>QnbwIc)Iq?|Ad8Pz!{8eBDDc29J? zwLl)Tnz=t3l#GH{y(WpUp6@Z=&~n_eJWqp2O1t$Gc47h-w=Z>)-&j`^sH=_ZdWOKh zIQLcGM1L^|2Y};l?JWRCacd||11NVi3sXlPT>v#!d*p2M`Pl$~^T}jR48)$fIn0O^ zZx3f09-4Z-d!Ooxi=c!~Cvqw&A*7pLk)$p?@6;Y0R=FzS_SHD6qp8=sz~^@GHKnu8 z=h2>7?yJ-QdInhlB*e7$7= zJe4O`p6=^5q%YK6^jfbG00GG@1cxpdwuxOhhe`Ib01e%jdNu=$iNU1mXK-M%-aS^I z(b4K(@b$#}S92mRs<`fzUY( zjHIT-h)iCIb2PihUBEA=Gifp!T<2KlBf8vjH6tlh78tlS1zN*VbP` z+T2B|K%dm|Ho}&dggC|R7&*Q!=IVct0f*nkrG{B8Dd&~srpcXT&S|k0m@$XR`PNz- zUc+>sb}|G;_U9coH4x~}zQeRR!XnZ?P#$neaTwjnZm=VGXQ zPP~H(*GB%LP;8oR&p1iS`UlztS7e`fAmm3drn^_*JjI6*^j^nyj^3Uv*kEuNVuJNp zu>(U3(pq`_;W8MA5d83VWKUpMOHSrKmZqUMj-a9&$6$l|EML#ns3aI-T9V`yyh34E z(1oO82Ktgd=jjcNL6)>+^lSBujcn(lC@2FLA^UaR1JHaWvb^iC6?lYwW z+owpsTjx7Ib*1F|cf}~K%Z<=}gL7_2kFA%R2=^*zCBe0b7|FDp_tcx6^Yeu~(>h&D zvWjy|jEE1N^w&H6X`E$M^{(RFVk({0)1=CHie7)R;i=(OiguAqRV!onLZ5s|mtvjr731LR2R;Yk?p){ehhdP>*(U4qS`JwM4jc~c{xJHa87ZoP<9Zw$6YA*UmIG-g zcL$vd0arMb6zdrNn`-3qz=F*Rj9`yj%a#&2+eIp1(f`we5%Ze2mEQz>Y0^FjN>jrqvN1hply7eoRF^^80?Z&U7B34WM?o%H%LHh<(1dFLK>o>5z-@Lx*DPe^P5cahKC zphW|wSk85k4h3i#zbg-)Bg1dBWD7eZ4IDC20Na~3Gnx@a3VrlNTxNw`;W zPOfTCbvKy({=Od>pXMsi!guOWZPRtijrIsKmBS4PQ%A z+dO$#U;D>5%Z)xXyO6!pj~6;PRU{+W^v~tUH#%^-#_-SF$3IM%G2}nOqflhp?`-q* zv%T`Fh?_h9rvV=0e;D8~0s!p)U+cm^&%pE_y)Fz4Ozdp`J;D25r01IcrRP4-Sl~jL z=CukOT>=_KiDghp26(@CB_#j<{VF4b# zq=O(}fo`8FP^1jl7?W~=2@6wGQ3I2GX`moY-qVv1wxE5MKv;Yx_=~8f(63S$x#q_} zpBb2t5Zrtd5Qm>Fnkf3<4uAjQJ9p0aB6EGb* z38>ZWgTBw2H~VtaF2%(}qpys+p8sO(9D;=5!F1cUZQHi{YumPM+qP}nwr$(CJ^$?P zVitFkN~J2hR4O>{dAKYr!nymSa`5|Sho*q{&yK($AfSQ0f4RduG0*de+VOZ$`&AMA z@Ap~;v!3%jb^b8>Jwtq-LJee*cQtoB%ewzKsC%G|(};e^dzW#Q=Wwlyvs@2-ex1u&H_&j1HQ_l|LY{{Yn8z7I2pbpEpn0?fwI zhk&^S@^5+qR2R(0=mV$fhu=^Br2WK(1mGyak0X* zZwJhNgbxSr|9Av^0OCN!L*VIJ1P(M)^A)(irhq?UyAXKgyHxkR8L*+uCw4kA)HKS09M& zeAI!z+8Oum2|>V^TiE`E5o>>nF}ELF;9H*k#rW6yJqP03-oo_F{h=F7_iCj;|m9}1Dt|=3<2T|oftIibN+oIaBB(V`!NM8xqA8Y+*9}^1Lg&g zBYe8e|8=6E(aBSMOMR?ShUF#v?f3Cb3FLFn0~vV&84_ZdYvHZiD^Q6XjP~-44~6Zx z;J5~sc9Dslc79L^h+aRU+ljs>D^IP9zMmld%H?is(s3V&+zs0!9$rj_j;Wqj zS?>G#a$@pteIAh!g`PRt9K7aBm^-Bon^CxvY`FqkVl9FOOnhVH}MB271 z0@KB;GSiW6+#+SiBrXKkA5YsWbA#RlcW6_~s_LlBwhhg%H)8faZHuy$4LRs2PNZ^8 zMHU8#w>+26o>+U>Sui_c$I<$t;He&uUjX7I9-E?%VKq6jy&{LqniZ6zhOvi>o4i|4 zF;x|eNNFcE)P^=pJV{wSHWY-CKA$TYe1=vppcHxq)*s*VHHm~lh?w;}u_LBjqKU5= z)=A;%gqfNBx1zu?B;O|jix#Aob*}D^fdswQxA!!q7LK85;z#uNfgD?9eMKYVa0Ooj zq)Hsx%aYuGreEel{Yz?R7Q}MgIXP>Wmw@%Zg(dE5C+^vP(@wFz3ZN<#^zMQj7DVm& z-u1Q5SL}(*y8o+-9)Nz(?Xh42DY}wfxXI(!odhw+e9lB1Tf1QO^Zp!1C?vc9^fXTS zqYzf^$mR@f+yrYKSWe4*6)e)Y;PEj#ZWb#!i9o0Miu@}An^M_5Mz{j}lUui-gm!Be zpVgtYJz{Z4U$L z9O1ZV^r3*TW7rWcSb|a2bl?R@o~-2Y_)cA>Sj~9Mc=#A$d6zrJD>nJkZte z1Uzq5LPs7{zAxe5c_k9ciDKqF{pR&%X}E^eW~Lk@(0|~>WSaf**-tifg(Tj>J^ZbW z75o|sVEuk>Q8NITWIn`PyIJa;kn1GamTy1WOzlT;4Yu7@m^^&@kcKqI$eY2EBqzXS!5sq4>fk{WCIF^Ib;YO3q0r~3ux zL!Hi`CX)3PNSN*cp^<+DJ_6Fi{#Z#ae3L19e3pjR8GaTa^lQ}Mfj7~t0)o{8SdGsH zkRV`F@gifS*ylOZuxWP#G-C#)wFb^jYM8a;EN580H`Z-}r#v|xp(o#xAn{smPCiti zK4d|;;mRmu@9iFTtDI~|fKO$dMJZfvM*Eh16wOgrMl(OFpGhizE38SZ zHzq=R9y-3}Jg?;KaozW{#X%{J-`Z|U74T5)OV3@YBz4>zoF;)8AJY;Ko(|KjD-jEF ze%uCKQI5bSOh!jGnH~l40`EuvwB)s%jBtUqN{9jFFWkUc&9fPerUT3~7c@d81=sIX z>XhiX7OZet$7Y>)Q0PNOTo;Ob_ZgR-YN7sx^CR5D)Lyvc*ZI8!dt~hp2(KN2N^)y? zGzHbaF{PHVdDxqRo{mL_wg)>`Tp@R%7A5HAr|r<=sj#!uc$C~HZa)ly($CM=%>F0g zcmR@7+@=9?CsT|(&wvt`g5cbF<7*F(MvIvt-j>(m0Y z^A+A|!k%XghW2tobsa?0<$>o)IT#8dEt6Gk5{FdoLfRfn{f6L@t*)E#+W+8C{4^GC zI_F{wrxl}gGr$@(xn44hq~o}rHHV3C)Q5@mJHV!vwY{ew z6uU2#QeR|m#8Beo$tGeN&r+OkuP_V;0MXIs(ZXh&#p5FBo`S_r4%xs~6uKu9DGI$g zNTLNwTblR`0p^)ILsauzlCEOJ!@0dXQ2zj?;uwDdluF&i1QTR}ebimj8MP=QRUJ^G7u#oHF*kFioNBG3$w+@SF}$ z>LsMq%dEjMZ&haN-65z`E*qgFT%QG6Zq*L)o=1 zk83Tvl3JI0wsu<<>Ipnh$DYn!D{sgRnlA)=G?N^ZS}~DVn>sc z;f@^ZK32#z+X}C~V4UIz4v#L#m`xy4)>Rih%QzW3D%_@W)}%$fzF^9T1|$^di>&NO z%isQ^;Djn^<(eTJya!WSw0O2WLk^V;nRm$690Rj3iY6MY#d z(@6%w9pzYp9Fh%Pf~|wP=L%(Bs*Kgt;tVgcAg<CFq%{qMd8zL*-Apn)HY#%WtTi2#$yYT~z_Sm%>HJS^0O>50V! z`G^Xk^M{y6^aV`6?t|~%8ivi~azX%2VBX1QNY1f4D(&?};)>J+O+y?_OJ!oG-TJzk zw8Z=!$Uz~|IL_2&rd>%EtwMF7CXmo!KFki_>F9(j(jsuSgpR9-pSkN zNgvK*oR;>ETGbjlFYbOPlyMwip6ndaHoBHNgx;Az9)SW46v$BN3%oxUo4RmfH-eNI z#Ggu~k}atfPOnK2fu|Pe8f%WfL%*wEiv5DB3~sjrb9Jtn@0A`$V40R~J|gCZ3O0w? zUMsY1_aUp_I2t1Pfhgt35hKC)>HZXjs!XyG4qj`7M}<6heCH72P-}dRwrs|^1dK>h z>%c_+g7#IoCTXO9?^rOWppUn(>71q2BNMSkaTEyN2c606zTj>UBnH%y>JeR+E%;|=5w1_MhO%BE=`2mnQeg~CIMJh0*&Q{d&^E|M zdIWoP7t@l_*pS%8TLe0J@183XH_J_xX7&d%V)|m7BDerdw|Co?7DJcUp^tTTq!8{m&pER3{{7=(n|tq4&9e=O7HN zk!wi$Ks&y%7DVxL#pf2Fbp+~6umGrR(?JRo8)jto0d+7VOc?IE5<$r(q$$`!u7h>jcu6TX%opMq8Bk;!dcv_iPcntHJ!x)Gxc(wIrp;Ab0<>XDsa@7t41=0ES3WeBA;nT3ld<9C&r@n<5xP2wMF z$9LoR^KZlQC$kwySldARdL#Slk4-;nRVw+v*a1@@7 zz=G6*YM(232C>Gy+b;7KVnxH2iD_-z?iwuaCfz!4SMv8`uL}Bt? z(Bel;G-+DZIj@pvUU0trvI%E?$R(G?GFs`Xwl{V5NPZrV7wGl2xFe%rJo;C?^pE4w z;_BC7E`eeB`nj^(wEfw`K%JmA_Ck)FbK`*o35F9CY<`6<`5{yw%tPEiI~ZP9IySeP zy7)o&=ag)FvSkHf=^;n6!@xO;;}NqR*bS{-UU-jIWiB`i3S6r)(b3+3rgwa%hd0uCHOw)EGT4S&-`?3bGrVr0n@-H$J|>;^b=Z_fk6x z%~2Geh16{srgP$X7K%0J%=dq#sb+xJzdk6mQsCI=^-d_Caq$K0PUg@acvReNxB54B&GRdYzI$f3NX{D*7z8<+9C5~;nx1-3R}f(@$q5X@Y*Daqoz6#s z(6Mggkh>VONZm8>smFlW7aTHJ$@G$eT`q8MZ4YHuy^KOvD|9;51vc6gEh=(~jd*@E*kWec6_&a_=BVb*4q9nIDvM z{d31UGKEth@H#v6k{xvUAH=Ib$QoY7uFapPt z{vuX0P-1Ye&?rvpeZs0XC+J>s8i>`)Yn&<|30me&REKFjXT~&teHombR#gV&UeICB zgW^YR#aazVQ0w#nB>*mvUTAjRXv=-A9a3yxjIKEUMI-{{Ud!^y)WkP0Gb964|Fe1W zC&z7S%!7cw1k#3tj$yXJtv5>}MAjJUsx`BC_F8dMufYLS&KzGT;@(TO+9eF1ga6Er zrUDWYYDgl|RGB9QIq^NaIuOjh@8gM~I6wLCZ_SeHP%_(t+{dPK2{E|U$^bW~l zn1!NM!|yFGht|rgcBqXxSwNQV<8*l1)x2|pBI`n*eQb~njDCSl{zpX>&bA@0+JJZS z_G4BK6C3!^DCW#H|F79*aZSzuhWNqbg}Hlfvm%&ZKjGV*YIkJ_Z5(*{J+t5g)A^jXh0n12L=>m64#@n|iY`RED_uTVf!VgxKc9 zNUl$tIs&d0?Vv$TbbUfe7M{>hf!^f;Hvd=_<&Jt21ti-rV(!qe28|kq^!(X*T;o?# z$fUBOT_%M~8HMZ8QJ4*&J9=Dyh{F*s0YYV@9Bb`cV_t z@l%ohQP|TLOv9L17ZJ#d+6{PY0zc7lZQ7iv+Iq)%+Xb$>7DJ8qy8DXyrj&X8D!7=! z%j8O=Lg<|Zfi%bci3IX!#fhCo=ch05w`k zbUPSsbWO3&7+TSw?%@t$Q#>m$N=~hOU6og~$87CcsfPVOgD!=L9@P+EISPaM z5_wVf=u-E_bD82J%c7snSiX+!t6-@Tq=sYQdeCF#D7Kg*<_;_~bs97D@D~t!_ch{A z4~}ly*XLWH;=`l-);&`oo5%0lvyt=RqQ;c;^bCy3i1^5!ul%x%i<<|e_v+WQjO>wO zv`F++m}&SOxRm$J8n}Vt()Y71IcXxA)A2vG&}80dN`>Ks=NlClF_=b^!IJP>Aw<9hD~;Eoy~N7@3%cAtG#Mos&JK7)Ia{;ErVH7xTkoaCL@fi| zC;_q+5L?Tb%;B<}|Ih6bBY)%U^}wsv@-Nv}$*>VPRFIU(ChqeQJ&lV=7U)w!??1KY zz+Gaqy8dU7u9RnrdN;tC(;aT8%Czb!*t}p{Fzi>>%9)}`6iXS8o*)hv|H_KVlc91q z<5ceyQ#khV{vxe34fGlfs0BFam}^f1OPr`tbtr2IL8GOUh^nuxEWSN~YJjdcJMoaG9**t%^lytlfWB3qJlFqH_JO$N)g( zdx3~TNEYTDFxplvJCtg$nQ0x(s7-b^%_~fap>)M+mb*PE9f-Uw{x_Zp_3wuokAuf_ z2Lqx?DKQ!`lqGZX3zH|JAiTsjRnfR!+EU_ak@~mm25e`0z?DNttOh&@<|jzSStyBx zr*&+?{W@y^U?@IFKc8;%u(YPO@L7f2n36p@9ev@R_;jtR5Ex}-)_sVZz-YyjY?cz3 z$qcsY-YMMnpcbUtyxr>FGq3-`h!I3$AB2meD8%1c{|=03{4^)Gb7=p8PIR?{^CNJ=5IO5aY>L3!G%$Mb&W|Ui z`LUiExC;`?s@Y|6OsUeii%zeNxi^*}$?(WXJ6R{tl5`dz3%kIKAMnV@2o}KDENCIe za74+_VbdBJtUa5{TX=f&eJCI{5|6XCgDr|QaW#F-MZ z$#z?MSm=e{yX1r%I$;0=_C-J=FPuATzfQW=qc2fn=RsNS)+7Kby1fZY<6$%p#03ia zlaTgHl* z^Iin&Ct!nSdHNrSb^tGa#1|_cT4x=XNl|^?A(y+hhn=a=_Mu)`)c^FS8_;KLWjgLsm$?Y9-1!dJmVuMp*--H(1MstV)6_jH6Qo=os_ zx*iVRG-Tw>vhvO1%4q`0ac8RMPLU5KUZ!UjWNTQ;FT3_pOzn2M_Xxgj_s6(?Lavw9 zXD=a!XM$2+R6KLrUb8gmt@Ke~j8vs0xp!}YyW#kh(TRM9_z4iB^s+u%rF(hXe0%H{(DU|WUU%DsCnl!FZl*Mr`!$| zTf_;a?cIOPs$%0udH%M6;-0Q>1rvnrG3qvcKE{fo?n;HHF-|&#ODsN)y4JE zVyaDNg8{1V#7XJc0li-9MT4>FxP6HsvD?1LGXrrFBPBgAY;uPJ=2?_P2988V& zGC>C0=5JW;xYgkC{a2TAh8w;?S=52B+wJ7Kek#D#V;pS3i+ai>f_xQyDSMffl0+UB zSBABBCLLvaa`US=0I3EaRJ(%3>TyawG`5DMiJg_eI%k*Vevja}+tLewq=+pCuH+kq z4fok!Uu{cMeYZ^GtD| zjYTdFJ2@W3QFDiZNKYQ#%91ka)Fm)_AC#KixKa^uGF5E@=p%XXvu(9m#tEzbplSNF zpz$!R=D3TB6ep|;c^g68{wT%JKFjC#P18#@U$bPN1-JfS43E6>ms1$-mNs|xQIJqB z1VEqD<%h#PvHmK4`}?nGqZkmqC3Q?m23re^7cqtFsweafa(E&vfad7guBisbmY=KW zKx55uoLh#wiLGP#u19*c_(v1wlZ}n=@#EBWHK#7T?E)iBH$Khs3LG-BTJNK!_YM+v zM{;cXo7dmg<8Rc}^1eTLNAV8bueITJ$IW0YDYtVFX6oCIz}ut-1^cA~+_uO9t;WESP3$S%I;oN~XZC-w|9S!>q> zU)ezQ8Sw=Lx*YGxG=v)MlP)N7&>k<4@ubQeD)X}Yhu17#P1LGotF;uC<8a7u*CtL< z6+0u`kU3n5n;<=ZUmbj?khgU{nw(-D=O%ivMQK##HVGPGSO!uUY zFHacvh(&BJ5-65BBW}=Y(IfIwA&PTyj=kL-J*UiI^i{7Me^%rse5*M?ZySRo`N<}H z+f8A(wKwd5VM|k*t`Dn(vA_5gf!{}m%oHBaj&wX}Wzh!prJ3tl!(skLyzxZ6wuprw zuIsnQYAtPI`5--DO%)?&aAbm|dDSRiLreJ0BlMdsxb7JGj&=(R;5HG=J_;z6mX($JIsq0(=#QqWI*W+~6oVdCwgVHDWhxmCD1 z!(Q0gP}AkR&^riLLtAQi!m&kiVbM@R4`DX4=(Ky0V}l}!tJ@67JLE(R)UvmxwC{s* zqz&@&Ntna(ByeTB0YukFzu%+~%RdI_$jLQL4j+?pzH^-7(~w})2%DLwo8ed^pJS~n4XYRE+(#|R z76tFVk2A7^GQ2qXARwdc6OnEy50g_m2{ZKIZ#@#0(6_WM?f22HG>0BA84_6rDJ zVxG)6mZk8j)muERN|ha0?-(Mv?z+WgIR!loT*rA8uPEWxyD6xv_z$Y^E+i(^16-Fz zGP|{}#rvSq*ZFViKrqxsM^5?s*|Cok1g5N61D$@GT60@Blc%z+A-SlRfnK`U2*e;& zg^$H?TkrsZRJl9tk$g99w0{)RZn4%NxXxm2->qJSCz#v^jtX~~DRRMn2UfrOeywGX zE_NZFWKCZ{H={YpznJO7q(%yMxJqJ=1pmg0E-&Vin(^I-?Y1AJAq#FHF4+a4EVA$w& zw>*JIDVG5D=4hMR(05EsgMS)n%d487TWiF>`PQ8eAE<>sxDC>!H9726h$ef~3)L>B4drFWsLJLYIO)rQIPVA3Uxra-|((~T=k7YVO zS9yo%um3ASV8V&SilmK&vSwcnl`Op)8Z4D|pkXy0!^rtGj4x=UgMOy7nZK0pj9p{; zfR-}~Z|#*qn0<~GH2-Q?I+xV48iSw7e&r1&q}Em%P4Q6<~uF2)dN z3y|iK`#yVLWoO02t`Vs+Tdj#9T{hKM%nyUnWk$4w95iNNC z0j6`{I=E3$V`aQT$^xaETsFx~+pZ^-XIy>D{`wz;K}F$$=7ch=7`UL@(qWrIz$OD@ zgQtI&A0e4A&)=tRQ7B6m(SN1X(Qz+k(9WB8rOS|6qKn!%EspgW0a)lca@hN(1#0V6~m6+2NCbxInHQ*v%PRJ~;`U0gQ@+{mc}X+(RN z&@v+>7q`=NuiGxwZFw%(`dGY)iD}0^WS0pV5GvQ~MsYXwXT*AA_$My<*tJq}&AK{SFJ(`gozQb_A$ zj9*IF5Y@CjeapWr=!A*PI41<*ahO@n^4YCEZ;hW7Rp!E?`drmnpv`glVCOp*bQ;!kEic~s%*Ma14Pip&@+hMtGQ1ukf2j9))D`e$g)8y zE^DP>fKOQozUioN%4+~H)>U5_b3OZFqM)U28-~H$-|J~SAYS~hydbi67 zXhl5`7q8)eHNMVs3)Kt>cc$zXF2LrEo zAl6tEo5!jWv)geSK99aUnp^M;gO%O8km}+uUoQP8mi?wTVxtxfa(uwI&Mi(Hgrx*| zhvK&8pXbLCdKKnRv?IZ#MwIQ5NwAdxp;O^)`=hD?GSt+)*n0Z|+Ap9%BQj}=sG(?X z)9z>|u)I?Tz%h9sHmO|!^?8B2y%#qiyR6a(9*tkeDO28ESXINLnJHq)5J%8SQ~_TX z8dqq0fH&trC0yZivIKeKH&ukOM#!Qf6>DDGnSjP{#HGEo1Ob+T1-SF!8%trbH`ruE z)K$`C11Ues6~pEqL>I7$BXkhohe`?PaDiD?BjShM$^61|lD{tHW*$gL*lPIKC~s7T zp=(k|;pf_=Ag=8ag0s3t7ikyvI*!PEGSoo1*tN-mr=UhuyshTdQH(#44VlrlY7cX4J>H^wjeSf>k;pRVwTpqw z3L~DuFKdivl4C+?SNc>&>1vMa)0ZIV+R}tSq)F&kj-Np``ZN43!EX|;bg3eklrGe( zl3*Uvtny(GB-sb1f*3>7*{#TrNk3&wCVZ<~-Sa^syq0j+|NZJTw&HH=bj#j}E_Zu& zc^+z!g4U;bc`Lko3hkCqsTDMm!549&-(G_eexo6njxguP|&Ov$i)t%#%}PGvHpTs zrs8tpiV3&}-4iE<^MT)<=R-;>F0=nhtEkC{6*%)@WtCg5ja}E zMd+Z3C?wTl-q8Jw&9-g3ZI?zK>6)(PWGVdRGL|Z6c_qtD;vBoGI@wDVYLgr=98wW?CWb2~iKIG<{#pa`P6mj0hR>E1h zu}uy}&#dR;{AvI{$uUx@L2I;bGD2elA$S~lmXCf7lV9!20qmueBfm?QA7q24u_yAe zLF3cAOyJ7`r=rd}5p8_VoAdsH%17}whd}ScpT=f>rN4KQf%Uv_@M9*~H}R#+sO#fZ zSNjs@&Ku#OEkL56^IYKMNR%dILlqKi$XN5gFw+=5zGbsHZh2l#sO;FHH|N4TR;yrA z7t9RDV=afMI#p9YCMS=^2r{m`6jV`=K=V1ar>?PFap~`6P}3u~Tvn~BC-(P3%3gL= zBi3#C6VjZrWA?uZKqWp&S0cY)12zK{z-A^5OgVAQIpR2(RWzK!bQ5lkyM(0~28V z6R`Wo$j8U%$NK>G4)ze=VGu3|AmV^I1E&BcZ2mwfK#s%tDZ!f^oc^>m`f+35XY~F9 z(TM$&1pRZ5+&Bcb(2f9EfP?@h1k+H)U+#sN^I-XqtiVC~w*To(39LbbHXs|Dy4u_8 z0c~(M^5IhJFf;(@^wUuVfR7;@?ZGmDeNkcL0XGAGE2Ck9(DF?{UB9PlAzS=A0B{BT z#e!hhVL%+bqwNFJgKz-i!hl&$QUEGl3C8t|OZp&a{QJCs_l=Lf?K=C4{78X>eZhfe zrt@1}1;Vj03?b_Qw)_DqnIx?l)G(j{AQ=BdKsGsq@Q(s!1?pkvpA+u2I1vblYvBO+ z(B9oVVol-nxzmZWh}TcmBCh)ud0aKH4Cx?ST0jN$V=?-kB?52-Oyg|ajQ*}nYY64h z!@u_WfnXTh-c^D-l5oGQ{zIK1N$6kLPZok7;%1OQfbSjc?YoapLHw@)3DlUWU-d3p zwyy>Ha{6ZCP~AJX1aAP);zay;2GH`y@L}A<@|ht3oa})-I{z--*$4NJLDGX}^Z}IO zNihN+#&gn$1|ztmFyw!;7F2r$X9v-WI5 z_kRE4u+5=c9lo;eIT~f_#~#!|`RD+T{VKTf`&3mijp1AyfAs2jVBXuo4iTiX{)4Qq zDS%x;GpYg%OjY~9kLaJS^r%gNL;aWYWB2v!p!`#kf{y&W>9HPBWmL<(mot+F1ed?I=eib=KR) zMMy8%UXd_1cG7b-bL|}Fk20&4e$;SkM~uO{@@i}(o3^896}sE=TUQFh+QzEbbv(7R z$F8Pt+YYFw6I^4@aii4TkP7<^RFbwHJ?P&R+*rk|gY4A`WSQJOBZ<+5?T?m-t+uqb z8GDeJ+iLlgCCVW_^%_UA9=g0^?+s#ZS}#3o7*e5NP-9{t|3*;XPM@r>_@2JYL4}x` z!ps#x+z&8c1T^5QXtH9p`!-ZMNFI7Gc*p+ z3UE2el1#_cu0K(BsGFQ+^vps@lOMcW0aCF$v;Fci5>I*%WF` z7(a)uk{lUrr?df{$jR(KK@ayez#=MufX2?@T>K2;J;$ zW!$ax0Zm6HEA?RN0jFC(F>{p_I=QDypwwM`m&_a%XH4G3Aet~1(&xbzWHzO= zbkF9XVf1xqPL|0sZF@*WQES zL)+1`cVC*!ZEO~aGk6P z3eKFhe2L|fAtNy=VQiz_A(Sdrm9&H;#C$5VZ39}LWwM^B)p6#c=KFWlrDR$V38wUA zbJAu`Mn6P=#mxTWyI0}jS9N9>pG@!Bf2JM3MYyA(#jfkF> zX_lpeVL-L^4vEF&6*XcD-R_q3B0={B2m36kE%GoHQAp;4oR>CXjm!v3l-U*~@sh{f zmXLfT%mYq#h~n!gj3AiDGR z9w{`P9Nf9v5&!n2;15bltzcixN+i}M5=Q{Tf$iy4{HU*?C(7&WpvCY_qeBaPO8ScW z!+_-kHSoT;J8F*BDu>Q5)Oh?m9p6FE2)E>ASfIe!+^1~b>i)A^d2^SZ6ujwfXYw9T zy>5S>KeE+>=my9&F@mo)2ypAI|KqeoIu^K`=w{Ulk}p~_9wPfWnvhvEIr1rp?_)71PpRlu8^P{&jQS|{*VcyT0m-k3K$qzHS_ zNTsc|xUOrJay$y9Z>t$Ir$hYYTx71?!^gRqs*@cp}>D)@I<;oBQ=D< zZVP7g703+u(*4$Hs>0JdWE{me(p!`&wWmx&UPq*?+SJd|pU`E6CJxc_uquSmJ|U3} z4p-0~9c7|#Owp#S^YJ(e;)wyN@20!Qb$koH@rg^5fl`@VBk=r#+dd64MM*EIFMWkn zw$Ss<|8rwXY6NwKsdH-WyUR1D7n>|Y#Cd1jS3S8}!@`Xnm%F4?oWC2eV$STfK|551M+o$A62Y6=iTm6vRL9KGx-UkVOP zlBTZ7e@qxbIexn21Y&s3n?($TIusntghhSB`}2>pqe6*pVr3A=Uet*)j!_JUNUi>S z>zRAKD3Pm7+f(@e9GT;v=R=u#z5mUB`AE$FwC-Cl-kO*?)tAR;@01yjHVyBjDO94O zd2qINBBa)9J{BLe{IhOB307rz9~;aspu?5@ZWzv~`g$VKZTw}5LSM8YtU|R>EUtgq zadQHSH)ykt5P00h6SyRc#`K9I=K;AGn`hQerRnm>#9>tH1c!gL;}zj?)a7~C8$x}L zBKclb3U*Q?@084wRE4j+k?t@1aP{Qs*}8fZ?`ypt4RX^bl^#I$&TTns2KCF8acr=i zr)_x?g&?T*>M%Tf^v)!XtBI zg?g#34%`65>6HFN?a&2d8APtp;i=G%-naEELU2icV7MGm^xOyAlOEz(K&th4`}QJ> zYM4%1)-DGRSV|S#NGnrgzI?1UoioRwMqW)|=@r>V<&VI{Gud+E(V{5J6rf3D4<%+u3d3;Ugk z@K!Uf+8~*R?AHp2yQ2YLPXzCrUC-*fA4gEIE;$Z4IX&HfcRT%eIKFDCH zn43B~_su@a;paYWXOJ91aV4eD57m`f1sP(ZmTjrI=iLwlQH64pz1QXB1r`^X8EXJ_ zK-5y=ywt!P!!B2OK0n%(vOsRs$R00oF2_l(sU{~FBX$$yRK?ZH)0w@TI`tx&ue26^ z8uc2+JVyEviL2EYwEzUf>McC_9@Iir5b*a6EBqC-&3!^OH#Pb2R!3p0Kdaxq%^5jy zDp|gF*0DU$ij3g(4ssHYkflF?DKrhm{dVD$G$n=?0Q(v=yYaViZf7Q`0_l1Ub#hJU zD(-&Lx%QDkryEpq}u|)vQ0A4P$G*GeyG=-K6_%=YSjva$wc-4aaW3Cjq;RfRzauaoaD3< za5ms72`*4@vG(js8DANIjlhv?i-vgB7qg1?@;@AMOuj&n0c8NZI@%P95Wvn101v3Y zTVkKlmB$^bDL$Z)L*yo87J3-NEr#mpCn54(}&2-wNi8qvPt(m@^@L=Y;Cc~l5= z(Ab4>_}2dE74a&3RDE`~(Z$gk;`i2@-YODr5We|B#&dX$CpY6;spi5qx_G!4qg2v+ zh(Y4#U)f7ELmkh#iWyg|dL|->00ti(9nU+r@pZ_j7*SBEJ;n7oyl+ZoTE}5ra&$Ht z97`Et_CN8=xaS}j5rre#k=%_hl%f-P@xdBnphox|2n~h9_Vd~8NRhcqDWmsQZMnGO z_Ar!rI~Jt-B~4HoKCB>CrooI*zVcV`j1JVn7hoXDLRXpde;Yxgc~Vb#$E9u?#kF0Z zH4OSK7c?|4IRnLTyA|1koWG z6JFAk%0{3l4-8t8_kyWOo2ou1qo-|LB_XAzP;C?oSVGU^byBQQJOg)4%*}Ywm(kTd z2f<>({4{AR(>RzSbtjdGE47Nw+%SrtnujUv7quIE!#Ole9ZIB2jYCf}?KROiXZ=wVA_N8-v@q1Q8%4{8a-qvI-NsnmUH8DV z5n~SEsw{tLh1iQi}?Ffs=aRK4QF-O9-R$v(gEUR!v*t)SkM*?1N z#Y0IoBX~zbxHT9Z73;!MaqckKtdhOtR(Y)?9$N{vq?4*MIiB)g{CZmwxFeT69XDzp z-$fry-6V5{7Jl+Wn=(6I;@JBm45p)5o$AKow!GzZym1GCRHeAt))I`B_gageo-K?X z&`37>0j2j?(iql2+^EIR49*(kZ;;diwwm?Nbb4C2%lenCU7`{TA5r{iwG3`f^j3dN z_)Pp4O&M5j-L><|+5!QpN^Z1bA3n(q&?0;L+`A9J8j|~eugW>wtEumvpRBJtS6p_k zIV;*IE=B3|Z)qs%$mypwNxeb(+Sn4qPDt_U1~RtN~j7r|fP zx2C5@yk+5Xw$-XvU3+#rjvz3n8MLx0xS}I{gRuTz?uf7_&=w}zPHJi4)Jv@Sx+&KQ zXTDc|z|MHcgSCf2=^Njg=y9BP@gTOdB<}Q?R4^YAnFCo}E*yWSv<^F_`%duoc#1+e zsW`>igPjp49>Ax~6sFBW!424Lh`Q*F8|N`);DiXG!Ap_8_<|JC?;_z#oT4;dE4Xr= zmDSGr80gs4Cl<2gUXjm;{7n>a6%s!%%zkNT8!(QG`Vd~SrD}9)(y=h++&tBSd@tE) z3Qa(AZV7`Lq}6c8d1%-i{&b8g3$|CQsGCO9oMXUUcf7o_ow*GX$MzEM5d$^maRo0Y zUz6@2z8~UmSxoO2a(BHVqwC!ikZi@QGh&Ti_0oC;`)MM?Ce|T76-?@Da5>5owp#B8 zD|MF22-(fpd_gjy`_@RRo_E$vnATBI3)qEOCM)XC@$ZuX^_@ENdI0|>D?AE_Jep;V zTAS>JqfjHcAD$cn4U{Cm@eM><#;;6QwC^D=WVqWH7$uB zEB*0d;%g%z;~UBx1BIFJaF~zx@z!%@Ia)PXsZAr@E&kTa& zv1yT)_eT9q{s{3rNmMS~)#@(4yl?_ov$k|0(9WZHoh4|KX|dmYmlFxXBoQ6LB>j?+ zPSlLlBmPM$Xs!@(kiv~T5G7wCgF2j|@rYhk#X?0>fm9NgxgarIeG`ZxBgZo5`nC&h z%^E@Ym78)cXL`}gJyZxmL_J}Qfk`F|UG9RbM&PMn1mGU2&nQj;2&D~aahOwdUKm^4 z;ASDJqgJre6lvo`Sd3^)=k&EgpjQl>iE#0}Mj-o`$N7q#XyVqzFq}WmNVs4fJ}t1> z256BsZ@_>6e@ij7NYP2iz5zW$-c0P?ZGbfvK&RLqJU%CJzPSm@QnSzz2P2L#g_c^c z>iV~;h`*~JSzUU=uWHAby-XA0G^t>k0YOk%!160U?J96VjSmMU_EAF7XVsv-QPwrm z=a-n6VdUj%Y_*e_yB@Q+Zm#rZhj7MndVZ>>>~>Ts?Frm4H2u0igw;%UJv!+x>-gZs zz?gxU_4W!|Ze&*IA4;4hBq0M*Rgd<-OZ}UF@2&D5d3rS%kEc}6n$_ioZb-2By882$ z&4H`-s#Up0DnOG^cY_ad0!CJ1bjfqu0tnO}E=EGhuU=7(Up$O}ocD+WzZd-^1>t-`N~!fb9?Fnz&*-9 z&NGeKa8~O#qK-rn2D3Pt<}q=P>EVJ+xT<-s;^f;?D80 z$k=agpQ*5mVw(V(z-$Z&a}K$nkG(m`(x) z__~c>iwo-_kaZJ^^@=6D;!T$(%jQ)|)n>KuFg8+j3UBh);U=#BP(?7N^}V`u5tpiH zP&D6|kVe6C9;G5`4nZpa*{`J~Y?ZWDd}v#o!8;glbo!){+Xlhu6GnOLa;w>WIQw~9 zBF$-jzA07{v+yq8Pra!Q0gGO_N>)Mc#=X_(&^oRFY1$@b(g7dR;w44duW@4y(wOZl z?UklxQ^Cxf9|a;ZLx;=>)I%&gq0A}U7k zV4bxwj@%x6)3?}B=vO+Cf?#VPWVT|IU$!0`QYd;p`kFHG{e7v_H*Tm58r}lGpQehI za**+5*=e>gO0^iETZ<@BbkQ*O5!m1;c$pLRBRaA;^#tz+r00lri@U2s7q__G0vjYz zyH}2F(}Clb4LN=vg?qCHX>CG2f$0i}dqE-|-yq6lU?Qa4AgWThPR~iox9~_xbU)-C zg0=scUBcmqN%*NP>Fxa%`&=Q|Zd<=gSTTsjqjBa3tkJK3_8{*FN7%jWR*>ly_us=N zKJZ^NsrXGZO2xi4VQ2R?rXSsr3=Mv1SRz=ShoX_VRmVTMD%B=zIq_Gr9x)IUveV+q z|F#T;@kH=>vVQ3oY}*p1cfu!|;O(y0As@xK10Kx3C~i4aD?wMv=%{SnI=aB5Wr81P zUWlumFg|CN6T2<{cO>?2_>*`LwFX#JlAK?|%%rh$*4}{U>`#nhXUpk5Itk-%=Dy=Z zkJOvJm=kF%b&Md!Y#CZ=gcn5^@gYbU#b9@=PKmR!&1mCavQo@;iCm?B4~c>C`sH+* zxhb$ai&yHAX$4L4hrIpH8F-@cTnJhbx?)_#B0;`mKDH42OI?^P70TuV&vY0uDn#Y?ms{31oqiB3qWmitVE?WYNE(7w@rVT3gS~d)b3l2oIjfzcQHxAMW z)^YYY-azc2ucQXULI9S1V1nnVovy`GkqO zvuRt_)r`{-92co8y^LA0+~PH~5@Y`Zp$`L+Aa7tSPKnN4ZIKEKwzFpTBBRqaEXfPR zlkDpn`W~OZ#M; zGFz@?>T4%w)MyKlm~bO27muN8&q=s<^8M0yi#Z-atn2B|f<{iLMtFx6BQx|Nu1=%3 z8-6AA$e=#oRZ9LK(t@xL?Oz%E=&vUHvah64d}iCvbD5iQVVA%4S%qg$nsiU&rfZ6< zxE|Kx_d-Nnuc--#Sr`eARM1kC4}kMPfcU#4TgjE*h`QBW(U_#&q7o*LLb8uXq@+)j zjg99mhZQvT^#@ZaG;|CjKJ@o1GzjbE-$A^JRRef}s+RbyeoUY1uq%r$8_WX6A$rkW z{U!6Z`pLCwRI1U<0Q^`GCQh}Zaws2p4mU%BF1a}4eJ_)EZ*E!hjF^Z{ z-*Z*D1j9&&$--d~-vG(~qCKys&sOua!>``;sKqd%dnAz9%k@Mrmm)iyCQsi#<;6c& zcz3>j3JXMX4R@PLm&YbJNvo zn-<+}E8SAOAD-%cV6BiYq+!ug-mEL&*Ygk{T5X(T5{7Kg@x+)`EJkdf3z(wDLT>>p z0yk&gk{Gc~QMoAW^Wc`7#15#YVgL%8nc=^Sg=IaPi;`aUl? zGoJhvH{DE^Zq^mK7`N&>AUv z+ot4 z9zvmJ`uI0lsWaC2_=A``7OSo$_fcV%PGQRoN#_z+w97Ouu&tmNEi1LPl(v+$`*>7!mpho~WrP>*%T#=@}&X zcevH^ZDHlpv3pjBUP)?hW6L~NjPXD9WgFIwEpy$trYbrUu1wRM`Pe^J`SNP%Oj47k zd1FqTwSLy8k|kEl73N9vVrg+%m`FXzkd62U3u6L-l$}ogZrf+1 zvMNGUv4+mY8$B6Zn;A~~DZ_$P%-+DCV+B4xwEc*r@1>l+yBX@1FAqCZtSWbib0+#) zHQ5P0)!@uq3^A!V@&*DEuizk7h-Lnr|4@?wu@wQhFlzoH$dWx(TM_on2DR8S=~YnoIE>xg(I9H5JGHRCBrDROU+bluG!5~A3h-;QB! z;?$vy*5?40Q4n)Gk_?oagNHq@>2ZYZ-Nz9tVmCEigBCHqxag&`Fu;F_G+97ZqO`a* z8>1o^R6!LeOE?{tR_mqtmRe6~4yxeYR_w7Q^>MNtbA*#c$0RJUm@kPSY`>vkVr98xJ1`gEL=-A18wkw8yiiHQOf-)X zSw1_#HvWU*Uo?XHao-bdk_g)HFuZvqyJk!L@>)bGdxo`eXTC(BVd|a7M7%~3uA2)#!M{h@ z-2-sG2^j;-8A*9CHz#q|r?^g#p+hbmmFEZ(LPrGJwRFHlv{(Twna7j2#tC~BEz(_h z(SJugOz3@4L3oV4@2+vP3F~ivc6Pw(pEMpa8L~!2+V_RV>eufSSo1DmXA${D{Y@LB zH&?T@)V4BI=BFewHCrm)!B%di(ZmJr6#3hfg=mflW*YbjRQhNf@qFXy20**nU|&4yjPfIX1Cph z8OIXNc08n7D8dOcW*FGVo3QUSg$2`?-La|lI?WedqnEj`;VX)%cIHK!vS|k5kcDR+ z-Z{GyuCLx!*vfE*0cW}**uwp-y1lWgRh^WsLYWHWe7_@dDqpb981_qCk(_FVmkI{l z;Gv-lmh90-rbZR7CMv1>HlNf)=fU-kI1fIkK5WkSt{1!Qb@R)2UIEa3ge0Nxknlcr zEvuNWyT`Wt3OfsxRl|017mxDhTK@$sE&S>I-{Gh%|2rI&k>S5n{4(INFw^}voXUvz z-wk-IO!N%@Nu%QZA0+&B0#Q=B-eAGs&TFC*d!5S%@q50CFJc+v-E7@q_%a(|7SrC$mFA2wiU9{4&6ybO+5Sv9r>#$By0 zKq?9=pO}P1z-=o#-wZ-PkcR(005#nP?13B7JmeJs0De^-eA6hemK}GUU}1I<2*~!< z)}Ou@GQd9zDj}J0d!WLbfKT{j;0q`QFmK8Xe3)0@?}`}!_?&%xun`}UfC6iI+kIl- zdm?)P%>jM#tRyscmf(nXNZ0@hi+|48`1gGMnSX)q0DqXk@QCo9XkC4)eAxpAd@%#7 ztKef~^xD9XZJ_G>IrsoLCNhA`T$ykIpj&@H{&42Ov%cu5(k%g6xdXptbNtPtDg^`B zReCGsNkT!q2oizF%Y*H;K>j*DDVdhAvjhn$B>WR2g77mTix3f{w*9m%csFaOZx@8Q zb$OczgKT5{SP5;3M#?Y9wzLjXQ1S-mNJ#M2I)xel8U`pFR74aE0B;H~v^^nnrwRZJ zM>=MEYGcoq!QDF9$r1T{2z$&2#Kg#ZZwSe370=0`k) z3Q79a`iePLPT;v)dCS9_}Kd%_CcDAI?`^#k+EZNTqtEX@rfyu(ZU zD@jfpYX{~g4)i8GYdZ+Tks?04#Am*kf>;rHR8_u;FTQNhLD?ydUt1M2Sg ztUpE$EVdV3f(91;$QL*Y&-c0#bqM3);B8lfnd!|0p;ACL{m+Yrdk zf&UZ03SMkLmoOe45PZiDE}7h!k;B)n@qc{i|2eE;_Gb~uP{3tuIu zQ4zfI)Bi=;pV}0~0ovvZQxI-+oi$3w{?T)qKvSDW>>jawauGNsuGAsC`*xhSn%q8{ zE5oqoVZ*wrAIdyp)w1X5M<1b-w_{$4jZt8m`^!YN=3`JBNW>>lG;>FFW+(Pre=R!g z`r=A`h9;q?gI&qgMw{Yh88_ktETEL-iDhz_Im`z+`d$=WB;y@Ts?JoiC#R@8H1ec3 za#rwtIos;s$SI4#@hwB0J0^9`lvaXhcG5_l?Za!qF@K2f?=t_Wh^c@l+Gmi1UechX z52tvx$wnpJt>SBxC-6j1uv-ga9B1Z%M#ncnG3)v=0|8co*#WjUA7Xn%vohxcP@)hh zds#p@#m=u=$uy4plJy&~?C_r^y;Q4uT*vMUZ0 z`s*8Dy8PNqcKqw%$bth%%w-Soz-&`m2(Cnj0CD>UVm8XibUf{>i)-2d^M^TH1 zdqiJ;j}P2uU_GvSo|fq|ee~Wt72G4K5{o@M+bH7tpFWmI$wADSqCu}9^)`#tZwm{J z&N{%SgHeg{Didkd>|0lK$mFn!LOXFYZ9FnUb)#%p(0h#UfM64U&@V zh|a{)kUF z2+-o0J_Q=-NwT4V4_;yB-9|swzc~4H?l@Q3{$V@3Wsu;&%59@R3&}w|lzL#yRl$=X zY9n${AFq-+^$|xj_Ew&?ej8M!m97@p>p-Qet9+gAV>R$v$69N0+t;ZmOvlSGw71!CGh$S3e zK-R8Clg3aJd@`=vV^F-ap;uQ#BXMDouOG?3T;SeQZ7lEynP?cdWJ!4QJkxBWylvrV zgXS|Tgve2uS|>lv!)O8AJnRVAvW~V~Y-6f6hRy!O%(v{y>WS4Ti7BfcE^s$M4z~Xj zFZc%|rznB*9+6Npp~%9JL7Z8#^vr5EysamA(nEZ>|KBAMyT1ML~eaFljajJ zfA+lH1o2(gWE;~M>CH;W!Y+J?O2>pbEV{-#az4MB^PGS0D+~d3nn4wWBHEJ* zs6)}WcRzVcj)XdFV)WyY0^@g(d?OfpY0hSa+s06W(& z#Q#Uv%?Xe%_Ufeoc={NP9LAgX2 zm^aEk==oK3=FHzwJK)G*2d5GJkNGeYq=x3WBO zS2^a4=zZKBqP1)SCD&|8W3UGs0wIu$lNVp>~dG647Kn%{UlZwJS2t(&kJ=Ag$NTZ}z;t??w!pQwVwnoAc-pF4e2xmp0v$TOP9dVgsjYU)7}XGTwjar z-F?Vv@!7BB1QVOUPxOnbK0i<_?_WUKE6_X&=v7xQY67#DcSwjwyi}b8g4YsLXF);5 zqVx^osWHqkq_`5H#BVa+-Wm4&^kL+#%XYfGry;R5j;?&FVURpV>01&?s2m2p=7Xac z5y0`u8wDc?g@NB>a^1&W=EZoE8B)%vyXTRH5n={($_fG=cqe5o0()ptK ztl!Jk)YBz}t7TI+BWE<^bL_l48Pnz(i~1iG+k9_n|7K5Eab^l07L%VeW+k0O7F~O{ zUVRjeZ6TCb7(U8)7=#6ntxliJ#v4sdNAiALXjN@*7LYLtQ&fzR=L8vaPJ0Nxf_4BB zPS6uboQFi|h75VrxZHD&lM8aSEz3qB0*qUPqfLDf_V|a>;{MIxpR7%H7l!NCT(AaP z-R*myf2af^Q19!Dob8N}z5I9aRx%}r&&`?{=oFE94cCF_N24>+n23pokp|5wVTA(ymX5?R1|Gk7_Kd2!>mdxRPJ_1 zEaic=G=CPgpCK)4qfz@#C%Qbp(y#RF+5c98mH$Reu=UiJ+cwAxa)KDa*}*i4!OCSq zyUymio>Ey}E_myZpr5f5VZIiHD?)jHdEb0#Zb8iIFIzaA9lNV(vg?y zuKWi&G|&vggu`nq3VTRQO@}cI)X%J#7*jE9I+av|BknY3+~u#m%DfkB3euQU`oE

Z|3Q6%y!rNMZlQtnlzFjCVH4Nqd zInfOkeCAamUo^mkj!Lq@u}N;Y2gPcnOC3miEe|UUxU6V3VAh4@eqt-!KWs%C$*8j& z?sv?n!iGU%O`1uTgWY)_Ax|~v&U91YrSHmc0|Z&bVKPmZD%E4MsC^>>4y8g%RJFFwK`lur0S3pL6xZE8=xMS@$4`Em5J3{Ym`cp2n;$pi0uled={9Ta~fP%Q0b;2aPFs*p4JpnIqlVT!em^YDK)@uQsWD?Q9f3A7+j?xHd z_oOd;Y;ph-S+?irp-A0p1i;@6gr_DhO!Ow(G;(`jv$qKW^y2Rb=q+x}%bmwPE}`jW zy$_6U@M+T^qO`%xAm}$i@nAWxGrNfUbMHxq*p1fW&TM*lEr;1xjUraWRsLz#5iswo z(on^6MQu1;)uCgUZJVkm)WCuLlfk^Ms;~~}TX<~n^7ar*&-D;ufE0mq)0!$VffbS= zLo%~PE~DjE#`|o?ACM?dWR&m;X@Gn@(Xt@aEt9Oh#A~dqi;QM5l4BJfRzj_OiN!5{ z_LdabBV72Gg-dOiUHGuJwxL7a@sjvBbCoR(uGm_QE6RUPL6NFm25ZE>w)y0cc?NGP z!h%4KVoNa#FZ%OAvYOZqZ+ENobK6LdFa8!()ypVzO(m>GDx#@D1P3WiDSJM%=BCu(?ehf*O=2B?x)JYlSzan88(ih8 z`c;lD?3!p;R+tDvI!t8OraE{sVK%NDI<+5<9W>Q`Lo_dFz62+Y(7Macl1z6uC-Qe3 zwaA92e0K@tA5e~qrKG4cYaYp;wMYLwW9`%hKijlB-Pv-Nrfs*FS8`y2o%z zZXSeZ_B^>dS^$AceO~HVA|05wkNjZJyIhEMf%k*vGFh&J>VKrzA{gx;!{kytZe(%; zj(9K&>e|Mi^z&cK3rku1JwlC$V{GTzD*JYfWqk}Sdsa<>tV@jpPV{+`mL|hQH)XN| z@01cwWRfMiSZ?Fs;dSMt$hWCg-0`ZMT?4HT7wU%s&Kl=Ap_B)6Vu73n&7Yq`)_LUF z-;R#y3F?1d`rNu#fL*muyc9apG1vnC%;02Z+1(15oPIcDapx~&lN{D4{@e%Ao+vSf z8e0p$VjVijSs@70x-t=F$r%#9uFY`|*UoGj7CNb3xjimhZd@GfUTd{13lAB}(ybv` zrKO0drNsz8h)un?BUpP163BvQh8Qda@L09%%Ev}P1*H;k8=J}|wd1Owy*_x8Ckm(2 zh3v>Aow^l8TFT*Tsr(4C!m*xc>Q8^QwiT+9WD{7=c`D7%xRs#ly^Is&+cvA$>SoTG z+!8ea)DsuFJ2Em%5$&AKBl{e;N74$zZ-%$GP@Jr*QSuo%2^3$)bTKI;B4$$A{`v>< z^t!nF@h6Ybt?V0)-#p!2xJ&WgG}#&M9T0L}>YQg^uJt@3p155lwb(H$L*%@;24|~9 zfF=ceU4RLiuiENDAsbJh4cqQ*-aFbzz72L1NhEPH{) z9_`^@3U}K1R(r?L%3C zz`D0ahRhOeT-sHgPmA%N`&hy5#yWQVqwxVx-6lsVCC96;ITXDv^$T7MLqV+*1&nCP z7V-B(Jp$LzPbk2zM9WcaLr4PdZDV2gVK!c$1}HQm9#NP!c<=vJXd=Kq=v3o%eW_G= z9Td6MQrr4S7pU=3GkAxn6_22I81P$gU-RnmAWR1>&9&lN+`|DrrCfM_Xnzm)vo-#C zank29m5+H%oeA&LJT_zlK`Nk83YXmg1rv*;oWiTn2& zR$8s09IBo-vg5pFRGnh_Q%)u>kesHnEJiF^Hu!= zpQ;V}ByrY}ot|L1b|92r*X5_Uv5F5DGE@^d^XD>FpL@-4ZxrWnarVk!LmOra@>L6r zliqISn|NDcgXyEVUNG{M0avZ5kGS51Cp9iQT!uX1dM%}d`ya77Wjl+<>sr9Plg6_% z7~Br-n&#ZJF7}bQWZ1Q{pwDPCf_YsI)<)_x1!Z4wFd>mX1Z&M<`d98shOBNw8``?4 zLC%1evmqGC6}dmFx~S?*;igHy<86xCD>^?P*QEK1r8f)Bx%2p`zc2anh+nuiMuLRC zZ4T8Pk@X3D(J0g|5lRvPVo zGe^x=g+*lT5;`slu)N?4ynI$PwcpNh41`rw_z6q zff&XXWG68OBqzqrgVqGN(CP4zo9*Vw+(jxdO@}f|JEgPeVIf=^*Tj~1tA6eLc{Yrt zZm1xwIhq+v^_-r1&YdHj zUZTM7z#$CV1aFk6@Fkt%JYVW^ApOg!yc_1)2?97hK51VFng^~4j2!y%gE`@f*d%Ye zKQ&a!nRZ0e{}9}lcUQZB*m5N74*QNAf+G*_hL+I2XNYff4e{ie6;WuR7}jiEw6{Oc=oxc=0!f(l9vbk( z*IKyKFIUmk=*wILTg*xM-)mjT8x{!RB4-B18p&yOSHRW)B1^;R-!!~z!IL2+={XoH z+KQ%~K)G8kzVCHYXPoP#S>QbBK}@1vRgYXdTi%0`?#G-u$R#?)9$+~DuAK8*c>hb5 zOl&vXGV=HA@|d#qn6$Aio8Zr5=20C=u;nUQCzoLoWc4B%ZNZq1wRfXO%`W{PAO%`4 z@+D0#8?#S-YJAxs!|2MpOovtM2Z8tT;z)oM$oRH~=?WIK!mUtj*bjeOUL9DqX00;k ziPS`ze_;wan72~x#o?f^>u=_{Jj}7fpx92RQY`e!Idili$7f!c+=3qO2K3P5EBDy5 ze{~vjsZtFEN_;4uX0_5luHh6QQ^InMX7X{Dp+;t=wC=2_PJKIzV-4H9XUDo_BNsrU z#XCTqi}p-VY;i-@pGQg@sTa6E@_%G&l$|2? z&+ZXt_VL(KYAM^=4!X;7Tqvj7sP>mmq>QqfKa?qS)nut_4W(KK>Z%_fDKFl@%yXNH zqTK_A2`^eCWYFHPMYq9yWX&6l$%g?6K~GcsK#ZiuCo&OxH<3gDji zWhMc?eAIO|7hl_aUhu^6kbrC({D zd4n0_VBTw4i*B)`jaNy#(u)T*ia3@aIS#B=qD=sSPQ?Oxq{q$W9+y{6fN}1;fCDvO zYAS!F!XwkRr=?VPO00zMt*leY8Gf|r=QUieL_OBfPOjW6_=_c#0Xe*QkpSur5A zkROv+)+=30^o!YEXA}I5{U^<#Qs%x7XH=DEIX^S%@tJYf{Ia(|^an0%oon`g^|i9F z{m<1^mE7%&@n~fYEEJurA!%js=;{7>Rz=Jm9G&pk*#Fz#ipRjp{D16Zz1G}x*c3tZ zK2@DER3JCJX{AuEaH6-irK(m{GN@Jd$P*Vk$RI$8YdH4$&cT5ek7H;|I!emYNC{5w z*PBaSj^tq|WOkIHv&8lo*J3(DfzrrdrShn94G|{?0!g2JT(fT6`&lvp61Y$BcjWQ-vLn{5I!MXO_j+(OB#rt3K_ z&=W!IC(G{z0+6RSOnAva$21J+cY~4kPlSM96dtXLiv#OWH}9teH9>h}+tQ0}pr%EP zBT6$$ndy?70==f6n-T%I{a1^V>=X!;qT0W0;x9B_VnCNpV8^^u_`flmZSttZCCtw8 zAz`7lOZ`oi%8_=YrLI1n$v!2_i4_^=D=;KREds30XRxgry+@_`~D`2-Toh=f*{{6yW-s5H)K)tx|HM8Mvd zoar#{!h$+i{|YI9^B@(Lpwor>O#t`(Ed-W!Lthgh#5Vtf8#wV7M3gXHByN$+ttyHM zNH?8IZ_FJ9YZ{ZS+QA%FNht`^U5}udsQ~1NE&xd%*41n;1mT7b2nWc!2%mtim?U@cO~$;d~R8G$~ze-wv0} z{hwcPdAroCsRz&EV|vc)lUK

B%5db}vp8Ps`g*+eNB!fMC{r>Q~rpE^10~FXKQRt8uAB zrGO!DB+yJCA0gy}Eji?sGu1{m;ERD5gUOfQx82e=Q`?yg*kL>aFJgpl;*n*QF^Bpc zOfZQxqi)tY=x&w7LeTBa)g3JFg-)`!9D(>4?Mj^wJopI8##C^9$z0gqO#i)=fIB?# zDjG5hBk?RUGCy0A@Sl-{pn!uDDMZb=$AkKqdpz+hnlt@G;`;(I*@bAL`(3pJxuWVc zVn7mP>|6oFJ5*#P3-JJoKf{lucZqnA^s%`8Xh5^2r1psbVoh1%h=AdBvW8jUVn<#` zqN;K%4@?Pd15?$3rZfgNUWlyo0;n8q?L=X(H{x4DP(vT@GyGYiN2;<0Sk!S@W+r7&y9E-s5keRr@o|wLt=02nnZ*HRvA%O&Yrlq zGk?RulEKsI5#jQeM4~nW<$w3Br~?kK=4-UKZA)xCwY+asU{=7cmfkrkk8gjzab$(r zn7Of-iFd4=7_oA=^{53`c(GKoFKud#oE4&+yg8^V5h@*xf4*Ek3K*|tBvnY~sdq&3 zXiOr+jE>V`6}wlt~pt!JPt$iX~xR` zc%mf}6`%qBPoWf``42JpPigR>xy))PTQc>aUyMxGnR+sij-7byNNrbbUu|dIm1j3- zJsxA7#ceqrYr$GiA>4E@(u}d1jJIZQpcegsJq9l(%S<86tohbVBGlL+7ghR#nn3uV zZB6=_)WRA2A0n3MndzD8nfn>{DJ5&{L9wWqo-^^JR8q>ooqS#{B^!KOhGqZ%GX4LI zcl6tcHE;0fU^LjgtIXbD_V;iV?R0f{7|ewuH54}~7qt7~ZFmP=lL35uaSfcQToXb{ ztFZ$0t&X!ARH>!!h2Yy4>W6y7^tqy2X#*hKGz4D)PnE|qg}>;j0<^X!j`+5o2%RH6JLtqa-c!90w8o)WU3^Dr{=aUqi@2=nE22T0h9)gy4mUJt8xa-n43S z3v_!~jeKVJU#}ziQcErY^J-XgYYTJX5;4bV4%kGp7BIoMt z=o}5v*A>-nwXrO6p@AWc@JfH5>}-{{AiEOf*l6N+Y6{zrY9|YBhp`MBsWF;ydJiD2gpL+UWi0m5mPYAeKUkCD;g?8s&3%0v^6I2fk}`;)j4n(5WUEsMl* zv3e``HeBQJ5FP6PZiXY#W})C1r6@YMlePn7b~6iXg<*g-z~XSZ1#+N4C_$ODp%xbO z5*;)wbksSrkDvhPLl|^j1it>F^rjLQn9!Bk5sf(sK~SPXBVde=COi`e0CDId&pF0- zw8E-zdwl*P4DwDS5M@X-E4F|$Q>UPPDd!BQ(-Ay&!R*l3Sj7xI##mCAK zH-T~Wf|QYRZq0E>xC!xE3@zDF4{hA z4FNqteJim_DAFG1#4bYv-#5>b4tDnGvf)tLo+Rg2%T1hEPcEWpg9-i~rW!imBVK0r zuJ1T)p4pf3sPDkL$DUrfxOb;r(G&+LzrnpHp=3ZicZNxSNWWBnFnuR??_awndGBy; z@%3@@yE`r(cy8h1ex*T?bRHaic=~or6Ljw+ecq2h8nEsGf8l<|Lcbzn-_mp+Ej`e9 zsb))`%Lu~XoYi4Qymjs&a-lmDC3%inzmR^XY~Rs-Mq`;7t^tuBMy3!aq~m;^Z?r$X zJ4H0A`85z0kfVS>)<+4ifBu{Y5=TMoBjHK5y}UzONzZ|&VIa~6P)qj4JdC!UK z1u?6wZCn=R$wplme97zm=|zn?B0DX!d~;KJ5PyfzkOgh^@=#AE&h^2ewZyn7Jl~(+ zzeljHOH6deoZ?fIJ}35GIL3&OXfGnmomR&cq4Nsn3&w$sq;)07@MM| zc@tJHxT;lg9j?ogT3GoDv&UYTSqW#%jIK4Og0I?f(z~043w=4p;99R9 zmEMWbvNBx;N6~GsTvGQas!q+Br~FDkN85Yz`|u^rAg9&1-0+Jo5ixKGWAwB1>jBd@ ztC+P;Ml*XbgUB|CKej`ObK9)@Yx%oZIyiH)pAn6|#(20O>i%S+aApFoAZ=8I0%bIW zp%$eEHQ9vWWNyFU#BfDx*-TPb({&8k-+fagbz6ADwVcW)rb|?kN)^e<^dywgn;$FC%L;`^2#`{yNCBPIdqcZ)h*Q1%C5EL-h*N*_uZmPci-k1`{rNV zh5}38>OJ69>fk+vYxjiqCGnAPU}rDyYqDD7#COc*e2$u-tGn+_C8tO7H+Jiz^zpgT zjQ0=t7wzF!vhM$SU}k0gpW#F~2U{a&Lt_U#GCLy^C1W*edKxA=8U{LYNLqepCo@|I zGIClab0;g~e_uss0}EqAr+E0HFq+@6EN1d{%6L}O5f3uoL17< z-PP8?$dT-yo&Quex3v+{cQVE!6XIZ?W1y#FqhqIMrekHIqoiXXrK2PLrzdS|^#7-# z)GBbC?`zQak7%Ds!V+Y57L*p^h z&@<69voo+TQ!~)8{EtQc)BiVpDRUQNJO(;?c3L5019N>Fay&~reJ3+VV|_fA|GPU2 z%|8R=kUTv9v7NRC7Lflki~di9=l}QC!SFB9=zm>080eWGX{C&9O#kf=I}^))ft~*c zWM{UDq%0OabkA(s4^$$1or(Rm=?V1gEaBp#C!4N%U0{^;Y7O98(NO zTv-pbG5b>ecI_-RdLK~`J4at%lkRD!25$*qC{hz?p>=U3)5Seo3*|ZZr!?HzZuYXP zYNxS-(;qT>JTSuS0Csc7s8*)BDqnK_*FzFuHzFH!8q1YJI7|Kh=o>bD{e zRj}c#mXpv-zi-1QfkZKHKZX|B6Cw0CPlu~{TfC$)DPYgO_r zZe+|>Om+iWlan=aS~9%!9Lu^1SA~bQA0#Cte}TW+`E+hW_=tll2ntahlaU!hD%}eZ zZspR`vt4H!M_oog;oV8qnDNUWa0IkWbf1A5qm<9n4XYMX^-cinS82N8;9nQ8QTR_n zD+tE4{nV1_AqDoeXYij>eq%?lF;^8oPt_R{+ii#4KTLwQU|CYjwd6!!y=o-B>Mb8M z#_i79g-@2Ks2B=r4A^2h*;TF{z|v3Z`iu-zsMGFd>yH!2QE9K+^=J*#;6CONjg|&z zTFEbto}uZ}l^DT}v<|b%pffN{i8PBspb!~!bf~?eoCt18Q8s;bKFyCIvQ$Z@=L-TD z1e%~HmhGD22TlNhLF&(COOs`DKhJsDaT>4ITSez1`P_a4y7Hv zMQN}$8LS+(gv7c`SmJfcam+jRa_!Ytd+qzz_xXIE-|u%ne|_)gkNdiACkxlD=oMFh z_aj3pJIVZ+c^$<@tfEWP;G!B>HOYLH@|^(*)VUh3idomZX@KYS?fL#i^}-?m}$caSNZqD`)Z=m_E$=tltsFuNC!`&Dlxy!DtkPe@OPhF<&Hc(1at^gn6~*M z^H7Rki&@hz65!)s+_ts0)L+s)==-dwC}!nJY;nx|6^Dz z5x!vigIhqmqaw{Ct9%>y)gI7SbADt|82S9WNB58jSKVXW%ehJY{uE7)$;fD%Ipgq= za;d4S zoD7v*1n72?9SW!)Bzkpsd}NeU`_unOEnUoi9o8p3m69+E>qkT&Cpqz6a`WGI6B{%L zoB}VpGUyt@zTAKa;}pH6i!QooPvkQ?FV51rJw-<)$%m*RFFDs5vk86Dt7(lnVcUa2 z5`?=?ODa<#SYl#^YrF1*oC8Gb?v1>zi|;0>1`^;9uZ|^RCs-zc7tsA)&I$q-$q?E_ zKd7NZo=8``1LkgU&gJv(iKm^aW8Tt#xZ_B5#jiEx;j>0JWh7*;C0pavOJq(b>)_-x zAfI9EwI=XvcRMgx*uT-V{B2zMcP=tIV%biLaq(7|+wdKb6NU(h#Py}CePWF{z_!*I zkGf}XST4vL^-LWpkW+w2iX;kQTXZ#dAS%g`e})b;K_uj={~u_QfZBRSda#M~|fP z9@a*6tdHe1%I--Ml?lmUCETZ_jcG9uLi~&61;nj(rG)=~{s|+;9i0yNtd>RwE?5|; zv{veciyut)L%b0)iBH>=@Cyd^%+z+{(7^~x?*O|43py3IL^mzdIm_Jn<$Hh;;XOOr z11>?#MCNKS-E!HWhx#F6PE9VF>HeA>IjC7jF4)5Of~B<>%RYVPH;+;}*_*0N*Q@N1 zK|~a>c$OZgl92$~?dy~U^j=Jq1$R%^by64h_c>!KCLS^}ojElO+7gI4+@aNgBurF! z(PltwNQZud{;I!ug>=~Fld!whGYQ2RCl=2XwYx@W(-ysa+D}Gk)pF7r<@-rjM;)8i z9X(;ITn6jdVDZ#rSde!KttPt~;Etb;z3Ldi4vxFi(&HCsXsnv{cu>Poa4&gf5fUw-~m;NDkefx!<$)k|c1lLK+a8cMQh z$+kGe=NQ^^b8?wBLS68Dy9t^oD8WCl{CXb*o-sx$L8Wda+O(FO`#UxWDp4fEz>RS) zSakPvX9^3g7h)&MHKCNJvXS}vWdHkJv~{Kxv_r!KdD6cUN#iiB-8&yLVpd+TCiDQf z_xMo{1La@V{T|qxbV5T%fj8R2#H9M4)ILoF%^+}NC5g3$0W?l<@>J;iL3|r$f9O4h z`WDstVwL(P7$b)a`W$YzY0#u|u6xm20q#|A-+|hcmQ$#;mcIo;raAPnL_)=)qc*3Z zULIDj3#+e^+NdW@EN_mkT-mhgHoufB8=CGT#Zrn!uU-1@tFh`9LPG6c->(^Ag&UaV zq$ZEX!!Ot8WB-GmtsB_mHC$wWJI2@w=6~jYFgZ8zjayP3W%?V*EN$aN`fW?<(lz%c~_Re))Zc?bEk-AL*yO zOL$A6qUmHG-YwRO=A-L26#(nVc)AuOHl%E zWA~^kP4!qM?LBJTb0==!pB9+NVq;5HpZG}] + \item Protokolle als XML-Dateien von \url{bundestag.de} herunterladen und + in \lstinline{download_dir} speichern. + \item Problem: Maschinenunfreundliche Webseite + \item Lösung: Source Code von \url{bundestag.de} nach Schnittstelle durchsuchen +\end{itemize} + +\end{frame} +\section{Konvertierung der XML-Dateien in tibbles} + +\begin{frame} + \frametitle{Konvertierung der XML-Dateien in tibbles} + Funktion: \lstinline{read_all(filepath)} + \begin{itemize}[<+->] + \item Liest jede XML-Datei in angegebenem Dateipfad einzeln + \item Extrahiert Sitzungsdatum, Rednerliste und Sitzungsverlauf + \item Konvertiert Rednerliste in eine R Liste. + \item Iteriert durch den Sitzungsverlauf, extrahiert Reden, + Redebeiträge, Kommentare und Beifall + \item Kombiniert alle Redner, Reden, Redebeiträge, Kommentare und Beifall + zu 5 tibbles und gibt benannte Liste zurück. + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Tabellen} + Ergebnis der Konvertierung ist eine benannte Liste \lstinline{res} mit tibbles: + \pause + \begin{lstlisting}[language=R,basicstyle=\tiny\ttfamily] +> res$speaker +# A tibble: 1,025 x 7 + id prename lastname fraction title role_short role_long + +1 110021 Alterspraesident D Otto Solms NA NA Alterspraesi Alterspraesi +2 110032 Carsten Schneider SPD NA NA NA +# with 1,023 more rows +\end{lstlisting} +\pause + \begin{lstlisting}[language=R,basicstyle=\tiny\ttfamily] +> res$speeches +# A tibble: 25,068 x 3 + id speaker date + +1 ID19100100 11002190 2017-10-24 +2 ID19100200 11002190 2017-10-24 +# with 25,066 more rows +\end{lstlisting} +\pause + \begin{lstlisting}[language=R,basicstyle=\tiny\ttfamily] +> res$talks +# A tibble: 63,663 x 3 + speech_id speaker content + +1 ID19100100 11002190 "Guten Morgen, liebe Kolleginnen und Kollegen! Nehmen Sie +2 ID19100300 11003218 "Sehr geehrter Herr Praesident! Sehr geehrte Kolleginnen u +# with 63,661 more rows +\end{lstlisting} + +\end{frame} + +\begin{frame}[fragile] + \begin{lstlisting}[language=R,basicstyle=\tiny\ttfamily] +> res$comments +# A tibble: 83,649 x 5 + speech_id on_speaker fraction commentator content + +1 ID19100300 11003218 BUENDNIS 90/D Katrin Goering Was? +2 ID19100300 11003218 CDU/CSU Volker Kauder Warum habt ihr das bei Ge +# with 83,647 more rows +\end{lstlisting} +\pause + \begin{lstlisting}[language=R,basicstyle=\tiny\ttfamily] +> res$applause +# A tibble: 89,586 x 8 + speech_id on_speaker CDU_CSU SPD FDP DIE_LINKE BUENDNIS_90_DIE_GRU AfD + +1 ID19100300 11003218 FALSE TRUE FALSE TRUE TRUE FALSE +2 ID19100300 11003218 FALSE TRUE TRUE TRUE FALSE FALSE +# with 89,584 more rows\end{lstlisting} +\end{frame} + +\section{Reparieren von Fehlern} +\begin{frame} + \frametitle{Reparieren von Fehlern} + + Problem: Uneinheitliche Schreibweisen / Fehler in den Rednerlisten. + + \pause + Lösung: Funktion: \lstinline{repair_speaker(speakers)} + \pause + \begin{itemize}[<+->] + \item Erhält \lstinline{tibble} von Rednern + \item Entfernt Redner mit ungültigen, doppelt vergebenen IDs + \item Vereinheitlicht Schreibweisen der Fraktionen, Namen und Titel der Redner + \end{itemize} + +\end{frame} + +\begin{frame} + \frametitle{Reparieren von Fehlern} + Problem: Namen in Kommentaren Rednern aus Rednertabelle zuordnen + + \pause + Lösung: Funktion \lstinline{repair_comments(comments, speakers)} + \begin{itemize} + \item Erstellt für jeden Redner einen Regulären Ausdruck aus dem Namen + \item Sucht für jeden Kommentar nach dem entsprechenden Eintrag in der + Rednertabelle + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Reparieren von Fehlern} + Beide Reparaturschritte werden in der Funktion \lstinline{repair} zusammengefasst. +\end{frame} + +\section{Analyse} + +\begin{frame} + \frametitle{Analyse} + Stelle Hilfsfunktionen zur Analyse der Daten zur Verfügung: + \begin{itemize}[<+->] + \item \lstinline{bar_plot_fractions}: Erstellt ein Balkendiagramm aus einer Tabelle + mit Fraktionsdaten + \item \lstinline{find_word}: Fügt in der Redebeiträgetabelle zu jedem Redebeitrag + die Häufigkeit eines Regulären Ausdrucks hinzu. + \item \lstinline{word_usage_by_date}: Zählt an welchen Daten (Tagen) ein regulärer Ausdruck + wie oft verwendet wird. + \item \lstinline{join_speaker}: Fügt einer Tabelle mit Spalte \lstinline{speaker} die + enstprechenden Informationen aus der Rednertabelle hinzu. + \end{itemize} +\end{frame} + +\end{document}