From c8bcbd7c6154cebed5e296f7f839a075f2b4f038 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 5 Sep 2026 07:45:47 +0200 Subject: [PATCH 1/7] bench: add zvec-grep as a benchmark baseline Adds benchmarks/baselines/zvecgrep.py following the existing baseline pattern (index + hybrid query, parsed from its markdown CLI output since it has no --json flag), plus results from a full 63-repo run (avg NDCG@10 0.670, index 3.95s, query p50 386ms) folded into the README tables, by-language breakdown, and speed/quality plots. Claude-Session: https://claude.ai/code/session_013GB3H6NiUFKsyAVC3aQNZf --- assets/images/speed_vs_ndcg_cold.png | Bin 69500 -> 72027 bytes assets/images/speed_vs_ndcg_warm.png | Bin 65103 -> 67737 bytes benchmarks/README.md | 58 ++- benchmarks/baselines/zvecgrep.py | 204 ++++++++ benchmarks/plot.py | 8 + benchmarks/results/zvecgrep-6bbbd322fd6e.json | 450 ++++++++++++++++++ 6 files changed, 698 insertions(+), 22 deletions(-) create mode 100644 benchmarks/baselines/zvecgrep.py create mode 100644 benchmarks/results/zvecgrep-6bbbd322fd6e.json diff --git a/assets/images/speed_vs_ndcg_cold.png b/assets/images/speed_vs_ndcg_cold.png index 323a1a99b0b64eb6b84376cf8042933086d40f48..955432a360bf0ce5ec8e293893271841d76b509d 100644 GIT binary patch literal 72027 zcmc$`byQUU_b!f7B3;rTFod*}($d{2DbkJL&>@XVBOomeL$~CJptR)B-3;A1%ssq6 zZ@>5Z-|u(Vy?5Q$S}fMUnKS2{yS5*PZs+36$Mu|tONisC z?fdtx?!w&MPXBcTmy4SXH?!Q>Yv3$ct_rW+QBcT;?tdQGWRGg0JU~HFl#$f&%GjO9 z^fFqX##oX!THy28o%$$$&VVf?^)y6vD*d6=2`Xn@)RR8eyjR#HhOBi14>^aWI!(>P z2p`d7P1C<4VyPw`@^aZj`bb>$Byb8ftnO`Yj21kl0T%9#s1NjF%v+QeKl1Mi9>#2m z`}-ntnegwb|C}T*^Y0=d>SSd2cRl|2KaUCPI{dG9O1<^^d$qu@0Q&OnG{G8eZqN-q*hHg?{I#n@)eIV<_Of7I^uf-sSsZ z^H970jbAqUu?t+H{bpa}tku|K+G-0w;3R#qcrX5BzqM_4?>81p#)o&Szs)BrOy=wA zWn@ret1Dl8h>X0B>0kdjTA*C*IL%vT2BlqJU$?clm(tN8;pO9dx0MsIGOn$zYnJwL zYsvq5yJ)Hz%+9Rx^}}k6NK8u|zG4r{AK@L2{DOj`rY$rqox96!2}mIFdJ;-Iexp`7 zxk?7T4D-pr7ds`$^4>^oUjQ-Wig)xeGUU?R&o_f#-d(P~>%@JrlLlm6$^HeM?qS;mFV zIK64tx;_>D@!ctJ)OpnGx-3QQ)bb@5rIR6vZisH_wU0Y+$7t+;MZ&*v zw_iSl-mY`&J_TVm>zjHPJWj};Q7BcIsj+N8wWGhPR~uItBoHZZZ{?L zS#mqz(>B?%|MQqobpj$32YC zbu!%gp21!6ZdExrICggi=^5bQGQhOrvFE`R% z9`5g~#!CG5J!p$iO&83msnHS>^v0!r*G2deaXL1;=fbpu*pxt)G-#VjZ*OnEyjn|y zxieQ5Rb0bMEB$tox_R8z6krZJ$Nk*;m4p-fi4;n?_#d+fa$>JcJY=4ho zurdmpwBsMq6BSY5**lp+>HJR#^~wx#q+kgNL@%lFKrAe)hn@KP(I3`@wv@OtCuTV? z=k9bVYgFBiFM!X2Y^v;pfhHSYfVP0k){|BX*-L+8Nhfjm164smK_hnB7UxbtV`1mG zIl-UZ-?RdH=d%bVqHI0@>!7ESbsscpq+bUsYQ}{h=uG=L}2!?mXEq?kY9CRiUS&%Jwwg-rj7H zUq!unE84H^7jIsYY%8)19l>FxFkhoAk?GB`LRD>P$XY;GC%#0PIO8UNld8ea331O352Rf@mSSF_Ub;^=b_s9zX4&!YE^?UH5o)jjWZ9Xs--j6`s=@3 zC_g3PIE{M^S^K8c$luR_!74o z!4W*2t}D_irX8=95rngiaevZRZ&R^(b6L+2-} zHmQB-h0Q6BFf*iGYEJlPW0&5`YLoXT>* zjWy66OIP{uWpt|qC@R^XVeMU?6No2qvLyo)iJU(Om|S+6XfP7bPT_c+duL`kd;FS_ z{yH3&YW!q49!kplF;sMsh>KSg$S2*>GBVQlkz%vAuTQJUsy`X*EryPco@F;ySaL=k zczcuuE7iZLFsipt+Wcw}qd7VF^?9c@kmy{EipI8u_UgvQ&&G<>FZ_TFNgL6bQ!(4_ z-?G_y^5>-7NNq6?>7PDp=GuV{Z@zbtlV4qapbMLx|LPIfm_o767YpA zA@_~q*@ZwP!f9WBUw&3yyHMpQ1IV;lxKx6d6^r!_DZ(iTUm(yHum6svJMac_s+g6P zRr~s<&!5FA+s@NA9A;LT}iltX5B$7G8LD6n6%{#@_Y z4*4~v_~-AX16ywhibS~7m(MszW}QsLh#o6|Gk1$LoSW94)JJ7Bo;N}fgD1cnd>Wi) zH+*rMjk(m-)M9+p);tnf)b(zP1e_MpW-HDs99(?)51`2QgLVf8hY+rlQDyEDE9*ZQ z+jjQ$$M46jQcMb+J%LaZVZ6~W>#W_M5qNj?AcfnY>Xk`AFH=gfe_{MhivM{Rv3lK& z@%u2OgYn(`jIO@P`qfehzGy)~L3{t&8RLQOp8HmsLj_jzzDD-*`77_dHo5g$=l!{+ zEOiOQxJBbE417H8I`P`(Y5{tjWv?o(UbokJHeuv{U`OBIe{Cp{l49ypVt5BccD$?a zYC`KI^#k*si+kHR-dXi~z5V^zO&PcTy?_4b_4nGu-bTk=Bv(y4!jXX&EsG^Xeu0xF zo|y;kN~Wtb?a7<^v`~-5N+2>9Ef@h1B=?}<_$xx9n>O(F9q>SHRDBOrugX%a)@n^} zZeGdo>+sy?d?{N0Q_V%Ptv8rmG+-bAUE@XG;?LZo5@IO@(`57nWi{Xe@!2VTwyz`D zBaU+S$9{R^f>sKh?{2juenZ#qXewC82kH+BTVtA@^WYT23t-nTEYJ2l7|E6WJiZ6| zfVB=JF}?mdApd9miQ`egCNhjbyThDti=%|UkqhQ|EqAVHBPGp=7N2-4^3|cTP0u9o z=ogu~0Mj5lbY4qA zTRwy8%ZwWTG@9gyE7!Z)O_aTM633TrYqS))qL;2{*)B{E zuDAel@%g+bU<0hox^(~mjO297%J3UhnF|t*5HNId-}+L3!)_0sN;ih$h$Yf;mMh}Z zG^zO=c3?i3v_o=t#^(>IIq>ev_N0XcrDAgb~ZnGWzVxjm?J$(obeRk8#qB!!-P)B7lV4}~Ey|epH+1KiQqH}<2*T>NqztJbg3lv1g9Cm$I> z{StdSkr5Xv9pBC(wNpAyNK_#TKtVW)VH%V25+lMUzr%rbMzVz3wejL>zPtud0fne- z|DtbG&R1;QH7l=-lGtV^Rw`b2HHu<9yXmGeP3rcBn(gc8d2|C*L}`|JTYv=O`H4Ee z_bw$sOU!C#qWp3w@GkEmgST_Ojn2--;ojaw7DGve3n}Ijc2cwA?p@ha?joxf(vu^cp;8Q_NTzM{#a`J+j-TWq*(dupk+wt zW5d|Y5P!Uulas=>-hbF4p{ z;Oh!g>h)9}&@j>eb_u*Of`MLB=Gyad^;*QEzQjs2#FUw-93sL4=f5pEJMVGIH*e5W zWLSHp$(CA&$||G~A7UwVh%L)TF15$U`90xvezO!rO=={~Qdt2;F|+fEjeJIgXTP_P z(e4-#A#p3YXH@>Nf|}gkJW^DDblf1V=|V8IUL&ovpTkGX|2-AE~wOXaa+BBe~b ziD>PjtLrDjL|JAW7ND99a%sZKy5G>8M{iBkYAW-O<$f|_G9R*6WsNQG7IwMEnoC04Y$tT)AN%8ToRP{ttXAj`zbI-S=Zg_;e& zp;us5-p}Ux4MsOAFNb|iv14zMPr#EtB2vLR-ePFj&pt+C@ZHz;(vdoGwrl#=6`}I} ziXuIeg)|bwrxPahnBBa@nK*-q6oG5{?}aqt=|OG@5L~R3y6Mz>Vac8^({BDYy(&s> zA6V!=4Pby`OU^W2VO3aC8R~ak?)0hHNT&{HF$G1n7FzbbOO;iz4mg%zO{PG#(knVY z_f=1Lw#FoypcFsr0yP<|DHu#(sw7K=x3c4j?DBx$aCgM(Q1(_yavH>;NLw>Fh_QcD zP*v6CLn@xd4}`MlQu2-~{aFX;`Vtw`>BmoHX8FLMky7_|+;TR~<(@~N4c+lc_Z_m7 zu3{%$B)a+Tmjre%ED0kC1A+q|a@odvfb2xR`)0$dc*NABm(qnqA?6(}~jm0$L#egyraso}5Zd9+jx-A^1NvkKcLKR)?d@9A4IjwP2RKi$ZSvvJRybUGO7Yul2N_{)ZCDv>iJ zF&I|zlw*#j+GI_aUeqD$=sESL(2*X)#?=GPFomfo#2|T*N zOeMeLviSGJ=;jqmeC z(aDU53&2XUmR0l~cg@$S#s19Hwvjm={>AqF6%~zbLzKuq-trZNSu((f&;jBpmtF=> zPVMC~+L=qq)2TLJ&j^=Ngd2C~P@S1E6nS?O*B^K>@7Zn!si$|43jZE?PWd{*url!rjc~4Q2_VVj8q1)js+0E{& zy2&7&<}%YZVas)S-%8^010{2F^PX7;gqq=4uzHE$W0=`5r1w78j6XP^NN&d@FHCOq zM#1MP%|HiK?k7vN!z9;PGwhEv?rR4Zh1HUxtWWnPNqdgooivYc!a23lV!@m9z1fJ? z*4DVj$>2hbAz3s31zYQZugktP9_xIs*q+EoQx>qn)=o^ZXBronr}cQ}b=Y%$FOkvEGWv>ZxiS?8wNyot$|02U6$Kyhh1(*vIC z;5VkNM;=Dg`n-y7I@DLos=zV$9cw`e7B8}HsEp@PmF92w*%fgl#VL2Q&y|Eo?BsTj3{Ku}f0M7r*>w2z`>P zQ2g!}seUmk|2Ej2XDy(B;`=V&^rqXlHE66AQc*o6g4X9z8;#{-EJ7M6+7%JuV_DcGeONG!78VH?JQ-_@ zL{np_h1$`;eyE|2=_YSR^_fkX1jS?a>@(iadA9_^FuCcwpmf2L>?iqk%*zS8_*j)| ze42N1Jx%9n@jQwPC&zaw7um?D_l8!x{ulE_lrs)PpKlfDW6iR(={p%kgdMe|0=*?1 zBuo5EZvyph_gn(C`L^pXUgwR3BNP{T7;o+%axL*;E z7gQX#)D?)qhV}L5&!0fWD9$m8zlFRzK#r#bmc$G{#B-A4xnkhzugmI?lX@bAl8CB^ zg$){ryGcTQaK*rlOy)kR+1J2i9%a?X6SZXhh-U1T5JFkv6$iFW0_9vcgfis(N?=kR z?}hS8`uwp4@CN_#84G4g%^>t@&}F)&_Y@A}l+Z*Q>9<7o}8(947nGb~OJC}Gox?FH!jSa`NAy{t<-MmNCj9dbVi z&sck7)*v7JK^k97C(JabP$2~XbQhzg@@Yo>il&}52Ww~SLm{_Dc;q4TdU(0(OGZ8h zy^7B47o0aTcyR^Cs|&sddlTIpnB7DRN?t4n(k0)97mP-I6&)OR)lKP$YCeV7eVI=a z4Zz~8f2z44k@J(0bNGuAk&s=bi#OCRC;Aqu6Mm|9;&Fu&w=vJFqh>09ES%zBq6=0e z-dpcai70!Th+ykT*_{OnN~yEo@lGj29NwH~r<nDc3(aKvK7fjh>Zi|NK zdOXKI@x$snHn4kFSvv?qlg|#k^X?h4!x~-V+lUd_*XW4%v+mnWb8JC6$XWNFuw;7@ z?e@4cABcIE_d3;eL*@%>CD#g4Od$aT@rc9wy8VsPdAgr?&yC3fc8!0BI6MDwYOZc} zuZHTqy8!aZ2mur3I`5o(KyMOv7m-iTm)~yR7+{oI3Ea>MC1m28^(!EPq&Z63Ixn9P1MQkXu)WHgNZq_L(9#c@h}On+6w zt*z-WW~f~2kgBT|uGS-|ZPQb^UZYlW7^lSXx(H3FMs1pTo0u5>!z37mVw9dfbQiy= zjry>sqfE!7XOE1_c&boXk}IYA5MUFE%~sccDB&gNL!=;h`IQmWWwabv&+>EStalRF zh_?^uXIX+i>g4sdyKukUdIqpRwKFc63Eb^3kPuwA5Z z)4xpjuZcZ_X=0ACiWpQq<%{gy{NN#xWBumKWDZ*XF=f)yx4JqVnzjB01@zd~fHjo1 z7dEb6C{{r@asJN^gr-w!#E69ZPPqAgD|(T9I`>JTZy<{5wRkM(S5qYJA}sZjz2rxt ztMmet=&sMdfBpD1yZLGm+egsh#Lv8ty(FeJ0oDVN61hY+Ze*56c}gObo@hd$hXuFJ z%JwV2V9G@*TFJ4gOIsxq>sYu}pJM<~M*kwwRYu$glXI|*;xLQ!hjlPp_QLhGl~Y`Yk(o|8`KtdUrr2Pr91Nk*64B_1iW#L+W_wxiGbYlO^*{RExO#7# zR(UFT=Z;5aFWx+El-lt6S|MB5sjz=PE;+d{9HTEzxx}7wH~%0Frvw4341hVuK4Zx3 zh!Xop+q)*T199VqTNOSlr%O0B*xsLRwRQCY=n~#35)!x??{v_qjmXsW z(;JcP5GMb$d~a{h!S@O>`~?3I{owNX@s<2!$rz`j8Typ8{o`vgH1yGj>t~FEoh)h@ zkq#A2a&6(w>HM?MW}}I<<0-i z(~H?|{>g;@y-$9P=b~^)!F1J3464}f5IEc(tmYp(gh{w)1RR2R08JsnHT_?cU;j6+ z@9&lUKN64sPhEWiA?j2zr%{z0<;xprCb{Z`RFJPvtEb1kYH_@OIp*v+Hgp zwDLqGSG9)akufoP(u*L=zx@G}eHd$1^(!lH!C4s@a~sXeoe`KE#4281-ycWk`}D3J zp`ig4x@vJriDn8QhB9z+?tPebA5(pS-sT6CF!ofKMvs_osq-pwV8ScGJxSPyfZN{m|BLU0W>4W*1A!Hqo$;eu`x9Uv9}6QnH{Nd*Jg+< z&x#EV;1@^_q7f9l*qKr;`%1RnMS!k)2XH!ow6UN;sxTTV!pBGKx!}zrez}B7N~?H~ z7s9lxq@Eme278c%bCB5m>#+FX=<4Z;@8`(KVu_^-t=tZWSK;!8W_f^2YiVVLZd`OG zJeq8$E+>Z(a5KBu&~&?9lr1MCgO-qx(Cn1{@n5rH$ld#K`;M*wv^E-vl^fV4`Nt!hS4 zCDq%lFb|d?U=tH70F|KGS*-?exTZe*|K(?sAE+Cwc~f22lk`^riupH<=UkBY$wo;( z(@TK7sceR`E!L2dl70uImgo1P`%@#v!D>K*)>O$9)|19(QB*JRHnRf*(!~`zK+Mc<0kcoFdh^-a z+v~*U^(L~c4)6`>wEb5L%%frNd?xX;NKT`M;uFP0W?YCE2R8-QoTZ@fpN5HxOFx36 zHdz^&ak@j_XCq4jPybtbIe7Dbyand}R}_oNsbpXX#1&*|*ejLuPediuBmQ0V>*?Ij zMuPu599(D7VTR6A$ zUyH?nPYS+t9W=dNp<`cmZ4#*q^dOm78o*3hE^)x`UU|JeSM-nfAVN#4AAlt)UX4}k z+4l8^wLMiwm#4&v8(@^{5N4yAD65Xl5F!h&IuxI`&b~Yn9tlYJp~jX!TXQ1kqy0}EKlIt|vng?YN zq@9epdSWq_#fCN^jL~!Zg=BimiN3KG_@MhBmMgyGY~OXq#GQA&qmBa2DxhJKOq|mT z&i{JVZ80^S^2!BwC*FyPk`7Qgm( z0`zrU$O~=be2Uaw&9BK6u||KsMpbRRUU7R2IXdm0)uGEBg)?G}u>cHX~ zdpO~HPM5NLlYxLQ#+tliWwYP&+Wt(#T3T;zFGs!K^hOx3H>x|~;C!hBzwxcQ9gQ3) zbTwR?d1cN!mAFK^SBvUw(QW~n=+{Kx`kWg_*nZxi$mTcsdvdqZx<~*8Ltw|7&anh=bN2# zgQONGsa}nn@lRz;RkhR@P1L_rXQFiCRK4_3mMtG7%U6I6NmQhVOa``~1h)7H2D}^f zicuOJFx)Y4U*Q&Qg3qF z9nR%)yZ6OQTLVIQhm};ZT{#v+{{6_46B@}$ZCw|6ov&C!cW*0Zevf;(Sp1xk!`u&W zntwodkmurZB(_kttm(A^pY}T2$aDR@%m}mkl@$Gb`${)+CgLBP9qI%&;xKWGP49KY z$IeD4q}&zmM*s!DI-zE*(+vbhP`SV4=37<%jdHA($OnuJH;Urf0>kg}I#qg9K6QN^ zCpQ>eD3N!OxF7)Et!#>DEUw`;TC&deMikyW{F-Q8ux!@fN@{?-vL@S5Q?PfJD56e| zG0PMl(SLS2N+tq>YOi!2PL|?@NLI?{&4|{WhAL$TKO+?`Wv(I)26a z=iRm477+=caWnsj)4X`H{gDv9NX9wvyW0VK*wV8k$AdRi4U&DI zt85SLrW&xAxFx0w?&LC8j*4%dGvTZf2vWKMTTr0X#qIr0`|!`y1rYs+ki6v*wBOTW zr`B$r+u3qzzBx_46$^_`BUw z>wgjize2hN8T7OWW5~B;*(0Z4e=?L!hg76QS zg1-5bh1P=b>c%qKgYucr*mMYt>@v=+!)CZNPFrG*H6>P2u*pKRk}VH<$i0QfC4k*F znppgz7qMq{Txr^-p4+h~EY7&72qSy-ww!GV>_)3&GlD+GHiTAQkIsRdDrXYc=Dz)omVyyfMbv^s zfyOn8=3aFR=h%Qpq;%h_L^~x=- zpD;5=?0SOoj~a1Ce68(bu8|JNyEgmBS(%j4GZ>iXNs|_^a|FEF@1!Wv=k)n~j@3LU zH9XfGx)6H&YgH1KLPvkK;^6yU!4#&itl8+yv@3hF)G+-fGAdZWfg=~+>_ZPlMCm~n zg46GKWXC)*N^a^amcq*`V}nuO^Y6K(9ZJ5ubOE%5mkkmc__FuG)A;+-7NehepPyJ> zOa~-U{5ExTenT@bEpPe8Ac{1w?U;v@vNy`X#Xq}9txYw}=b+N=CrrKEmT&DK3%ii! z@Ej^+!8>sP(O5Pxmqp$8vT{nd8YODw`+lF5N0yfD9bXONFMQOyRvPT9jQ2Wc;t2&K zFI0WsJ$OuuM5Vs@OepS+u|k%ODlG%b&`r9J@3Kg*M~Y;o(NkfF1NqVX&y`^djzQha zue1ZW?As9!&(bH&$1?-Ng_v*=(N;QwD=|V$Tj21>V$;Q}yHCr6@pP%yciXXz<~EvJ z(;ax0D)#(;zK(gWmo{edkuJKh|C(rn6&Kf*P;}=%uh)?_3D`BzO#(fkORH!&n^t$L zdh1Z~I8#MVEa7eEI6?brVbMw`h1kt9EsgU}sz$CZM5W7*Mv0^!%Wf7EUuEXJ_vy*A zpZNZmRR&K2|Nc>GcJQ->{iNE-jFi%mt4lsLo|3Ktl45!O@;;+e8p8vOAH6a%RR%|_69Ep;# z-4!oY%8M$E{cm4_;gQvhZx1*7QIX_fHEW)qgG~cYC=y{M^-aVH8i%9aG|jh7JF&JG z?b7oRJd~&3Ek|s@_g9{qlVdmOahkHXwSQRbb5-Q}g@oZQzjhW)J}pwwsr0n8{SFOg z#;L2T4B)Sc-6I82giVz-T7bHT$S!N(rhu-{x^r=acNZ%t>!>zvmQi}6Z!wSt*XYI1 zc>{b4LY=i~3K?^afo9s6Sp?n z&9k#28YIk-JKW#Q`+dCToI}+`(R#`5=%T7SY-}gIGSmc=P4^({3U^oF$W%|9<{1%I zpFa=3w4FV6MEB;A`BjV{5J7s?`xhYnA4JazmS9w9M$mrD$FBJBXUap1-dBge4Qlrs>i8^T=a?SA;t^&$>M;P_|-Gly_$H&#k zXfl}ax;SIuz>lgEE_qLLFBuX`%Il&EF>2^#cb^)%0&nSb;v_XKPqf(m79j*f3tQ(T zTWE+#BEK@m?v0nZCn+z63;0qK4YfY12=^fc?IFevcvcF13B)}TT&8nv=wuPibOg`$ zcw|&EFmCSNlH4KaffzSa)@XNux9fX)!6PHf=rN+mBh#I0cj55`io|gAy?A;?)=1+z zYq^yfx5T*guHxpwd4iM-jRz>|=%cHyey-2e=G4WMm_p0CcxWv4?a`D)t@&c7=TpZ4 z8Bo@lJ85!{1qZO1uQ>xBc_W>T5`FxlMH-%-HP6nVxe;+R**nZE41c@O)v!xD_RI?y zGwd3WzysVe_a63K9|XQ~5zO1ooFsT|*F4h@?nI@l4aN!~QWK+dqV3K;a15X(>uli0 zhb{VH%r4B6dv9jL;v|;si#r!27BFnUVUJr>I^}=7HvI(QmXNdfV;$AHqq%r4be{6& zK)SJW)s4YpCN^!?TDvuNM zPub~{43rFQ-!5*z7#52uMGf*cTkY|fM4z@gf0|QHRHy#TA1yvk^du1UAR2XUp47)B z;qxRspYs<}GV{lvxDe0bDqXBmLzf>piRn004%{}9znuEW>IYYMnlQN?P2~BF-`OKV z8@}-N%=9JF%V3mOcU`5kLG=-xM1g8OjN3$rYuqh>r@3O5k1~ZT+l3#RcJXfg|)WS zhYvc$`>qbn8grSeZXndr_jiK*fM+yR6*F)wUf8)|KIu{+b0m@dqYAr1W-j*^+%5GZ z_raZ!PUp$Qa=a*>H%{lDwgJynApsNIy~J*!z@HRw-V!`_on8H)1SWy`M#r^*rk=p1 z7sa=`{-7+6pysmOJ^dx;V(A$dxHCz1TSpab67b}_bm<(I2c zUb`OOcRd!tgo#Dc8}81RcK+#ywnGOMSeJn%dP?o5J~C>Vq^?ceQT7#h$1it>B{3Z~ z$oV&XY;^EigJ_?ZQ-(%Fr?23~Dt(>_m5-^>`f__icR1yw06mj5kc+};Mp}BANx45F z{_el<_}hmYDzQIg)Fs_dC~!{>bx1FN(SnUjt-ABzC-~!K-aZZnKfv$0G4}&0&Y8{Q zfd=k5FHzd@GQ*08{1!SYudKd23m_j*EU{l)t-~HaY-`3XH6NrT(=cb|JL+u)aqQv& z!F+~3X!uIrszf_)@S_tttk}g3GX3LsY@{ace>j%ni_?^);K8l3Y95GHUz^hUA~QK7(Y_?BXX=MTR`!gs}k&|Ol(_@_wYuv`+-gG z&P(AWQRR@)#@2J`n<@wAus@DLE!7WjOH=a9$6{SyW;*Q;>1v1dd78Ubcw6xak48OtnhrYzK()jV7afs3A1Kv9mI=qe8?81mjw6SqR`cV@Rj zc3&7UjyFt;1@@p?I`nN>0Hk?foX zN$U557r;|#bjnk?+UB%m1}6C<-CZ}ylMS6>Zq%pCgu}hA-#^wa`5kHM+-|=1(&BwX z9iNjNZ=c%NeGpb!_sIN2J@}azu`pKfdtrXRJ1%Mw!JCQFiS6?rsQy2!;78MKu|xZ= zR~3mUvId1ivSSx!-)=i!5PJV1g%Gijr}U3mx8=MPYZmMepAmEt$$up2Yuei1uxk;h z<&rL9wIyy?`PHx@esQI-d)`Y4JZ(s6tp(R^VlyIb$+ zbx_I*>_)#(x3(Gt>cYslN8qkepy6X)pCw-RXqw|eMA;pUw%tK{B=cIjxdcCsq* z+21hNB#dzU-*qbF;YB$|E$Yh<4u@LY(L9CgE9ywJmlM*l!HhPH)Gg`06x-=}kJOjM zYY(O#+T5wVPdT(0dezk{p-rj)u9PS>bwEgV)?A?8LG6Co9P$fXXVGPv;`a|QF3n}4 z&L-2%&Y99i2#%{K3#ey2uvx&H@^HpAD15s;JKr#PKZ^8^O=*j0zB|C^fWZ-<2SZ+4 zo7gxYC!(;Sf_5U3RbafkfUm>S&Q92oCJEQb)Hz$ip@!zJGrKwD6#G*W-Da@9d1b^6S6GqSW`RkYY|TEBGX;u1R+H5T=fJkc2<~aA#K* zQW+CUO~gMfc=ute-#Oe{MLBUp<7cc8u4-w!6k?PKa@`Zh|1f-w(AMBQ>v0Z_;xh+LPS#gO~P z=t67`mc(Nf9Z}1p9%dAtuMZyJICxUmEyI{Na8w5o#_xSl87x+GQJ8YVfg%h7y{a3^7MR8} zV^VmbS5Ka(MTne@(1pc1b+YmM9T%nvsL)a1TKu+^F?)y2p^bOON#_lhwYN<}lRG5^zF5 zDejBifXfbZWj8ShrM!D082CJ@gr*dQ4}=$Cbxl1LaElisHf!ET{`qUEi}ZX8Qfds} z4DxzM#V(bN-{E?>)EPHc<}z1X=THl|4_!X`P6)meXh-R7@+7l2^XA>!dt1?ly0MQJ zJD}HP?1>3q44?om6w;u4%_p06=T1s(58{ZrIiu70VQmB@YQU8!-qfW_N9hj*Hvjd( z;uO`sY^N_$4n{^-y!?ew+xpEVDfD+mI@ey--uY=tbGf8#e=;ZBZ!{m3r5g2PnqXBS z#>mJB;_bke#(#+xB*It_%nwrJ{;sDs2XXJS`dAzt1?ok2;6fB@SXdaL5 z1GSISu$-`{9YN8zK=qh+Yl35q>E{orOk^Xmqz%5?t8mux5}z>vRZ$O*c5GSt-$~SQ zE(*Pg=1&TDoT_ESL_~4%%bBwMw*1%O-%?eqp-K!TY&8&fWXT^!k=HPD&+ockpdi)L z-Ms6%Yu4+-D|?Z;JqF5wzwQ&y&=DIdr6o&3K~ch$*q3{@GZ`@_E!aX+AC33j*ja$r zysL+Ue9(I9Y(Z{xzIWNJ6v7l@8ZjlylH+q_UaaXY~8-U5v0&L8>y=0mPBmSyCx@{&mgFX6M1%bvu_|V zkXnZ?P=+t3n8y0Y&X*S!9K7>sYnEs-a}tRRfB1L87d2D|->xHW zqRMByIC*(X@46VOBfW-tb!Y$^v(Y1DH(f|+WA5az+^ zdRlp{cc2bJ%+e8!&VMafoUT9s8k@hlU>g0yqVg4`6b4ClZ!(6v(M!gKN?E(R3&j6= zSY(9XI4^?UDj=$rS&Tq=HuqLXEDp4#*uF*C#r2X<*DN43Ey=9Y!a-z?n;1MB~@rPs65<=PymR9(Nkda;YwD9n;8 zNkHo~U4yQi%pvLQT%mLY2>+k4xxS;Mrl!&~`-8y(3&7Np<5ZPo(pLZ^Kjq}aWy$vA zEmY55Se;e>2Vb?RvxNh5b~6L6%%pNsF<1$SiMqA+6k5!FNiu_c8Q!Iz28OrKAX2hD zQ8pV-Njb(nK`5hAPutWmLnMnJ@#BHQE>IA@C|u}$lc+15N{Cagq{=4N#7rQHL5l|` zt~8BBj-B0y2}$rF1q*QveG_2!oYA*mD{?~S;SgR zKUe2RV0vbFIr%HU9T6aN_l}Q`KNS{EgBG8n`iVzgE&y0}34}BHFt@6TM@G&kU9JD( zE+Zr3TVwnyRzZ5gk!mcsZ?Z=MUFr4*GnE|A*`*1i@nJCrxQUiI8HF`G9!!M^rwiK5 z@>MH9;)@=lXlZN1)>$%KAKs6wf-}*S_pX4hSzRo+ESX8Dwz?S1^9m52Kc>61QvglI z6Os}C`JRDsUzp4>VgZ_<5MVHYLnVl_yiB-Y4a2B?{85LS0jb1L`-_ao4qDx>!Gb5r zn49AaXz9R|wv4y8P>j$9xtS|SE{Z${5(kVTVGD3IwJkgFs;DZ!;-UHZp!z?zw|-}s zA%U#_MCfbvS8Iz^hJ|hFDk?gYy`C39x3^&9^F9^BC)lDs#1N|8_WrTj-{}`A3 zo_FYg@Jb&76hco)ckjmZ~R~l@R zchKCm_C@bvDQI@xDOk1b6*$|YbMIZvCZVPoj~CVLMJUiL(p!lqm1fn*9DNwd-{u@U zcMg1MLnpDiXil0-rBS1r2`wpUSQs|hb)Q*_!|vG|{wb;IpqPJ~nh?4>9t1$60KDb1 zU`wh*-U#`jm|1&vzY~*A!VXCEc+(NGvs_;EXZ77fO|z=6tG7~=tmJ?yI;@6LcB#^C?-2O0KeXy-btk}81aDPFr;+@9tU%$+G;=4i18Mm4? z>za$JCz4$kPY5*wuT4jr696c(NYNcdv1(LNRyIIJtr%i&wrZb<^P={LtrJ%4O4$O% zsO^V=hK+YW%K55~BW>d-;+8diVX}L=Ojo{F>nYVXL$spTTX_oV>iQ{)oo(63+f94p zGoWE12AHj-c=oJZ*-S+KPNT2PHDpgY$d54Yzc+pqbGHX7tjGO&dt{QFp8gr=`dZ|$ zx?2;;8!Hc)MTKRv3Tn=%Z|P`Q@{nI;y77d`JCl8T0gMP!T4Gpw<(~<#J$ojpr>FM= zY*@+Yl&T@p;Rp;FRsAP{jl8M^jZ*44)MoT5J_LNv;7|Pzg+Fac zG7EMGZPBHiJn7{C+VG>-^peq`li&q7^wZ@Lprzyxm`-^M1dXqJHfle>ZmA6_zWFM8 zBE3^~fdT>o@Yb{Se*#-bQ-XpNeQJjawztRLOc(?LA!r;ev4;5od@`}@FI;IIKcXl( zVs@Zq1taxAYK%%MFFF<$mH{v`Olg>$mImSCW@XjjE4H$>h9t(hDzJUY&!2!|oljL; z=nkI(Ba%zN&;g$9!Uas<3`i5n_hK&trAq#0QC;9LB(l!kNsjNTf^!ec*troxt>r|X zRvMurpm_p~W+oOD&U_pbY77LCkTIZ<$g(huy|R@E7^vsj|GtU`G<&I=aCOArj-0r> z=QJO_pYIFLop&D+Ywzd&zVy&>wgK0r^(g#te7?DdlM|<2xnaTG*DT+CU_hPhpPDhq zKoLYA|KxwL_10lgeQ)%rpn`Ns4J9yuBHfL2gT#~nU!`+e75YaQHPyb66t>vbh_;Zmy*D=e+&!zr310VhUy zq>4Gf$r#4}|Ik}L!=A_g7+?7v1qU2177Oq+I0#8Z&zFL|06xwS_ib&v#Wus6&iJ^v zPxs7pIZ9{g3K86g9)lTZ<7$i!_LWv$8vQ2w%(;L$hAH;^70J`vR;1I6?R~o{%tt^F zH%MeB^aMe2&tcj~U{nEV`Dz()9j$c*iiiNbBaq#>o}BbeR3Jm#H-J#&SB<~F*iLhC zabfSUg7cXr{4)(&#CS7{`p{sVWw3$cvYoB8|4;M3^j!U8^xM>x|4ZqEQ)@I{zJ7fS zAyi;j3k32Z9z8AIxCL_wX{{Ph4{qMRR0w2zTUQWRCi5TvTZ`&6v8EQc@ctT`+^H#D z_tp>@4fWL_bFLB_I*hP)LPUr(N`y=6a1fAz_)&ijFOs`g4Ff;KvT5ba+dzzPKz~y> zXhEiLJ5lMR3(s3R_0ke}PLZ`)##rTbMf3w5h_J|~|I1zHwG_a_(zpJfR~NZP^#C6a zec4W$Evl_6E(e|q=Fj=gwZA~ovcAU$JQ>u7aOiO(?LGbUza*)MXwIP?^NTX0qozjl zeDt?(ls1M$Zxe>^E8~5*`JcF%}`d%&T-@J3RldSx62wp~4IB2Jq}{eG?VN6_>fy`l$``7AQ&LR+z%v33w#}?2n=?9kUS6*0D~fe8vZz* zs?#@N2%lycnD7;S_1M~svNg~~>i@L)YkpdFdFf*eiTh>?AIPVPJ7EHNiqI52cxN_0 znF*hPsokC&cw8DSPa#xV-w8a`pB5h86Y<}aBW($vDAdN1U@N#HPEOnwk-vWZDk>|( zX^46vK|*e0`6Iik978C>$S_l&Wz7TVc8v4C?5$|AxTxqYv5dY67(R5(fJcM7d9q-W zdm#VD>RAyONKYvpfRPwe`L8Bauh1b>K*k0h+gzO8hmIIp+C*u956Q|OuShpuI+F|1 zndA}hga65WPlQk0#}o$;?+X80UAfdbNU9N#DnNiMPIw~2mRvG$RO^o9Fn}+4_?iGo z{<|QfP#GI2cXenY@O;w#|EmnBcnU|!-^%3Q_|7#rKf}U0W~GlR<6U1jwPdV@gi7JY zP&+j9YsKe$un_>=uS>!IrhCkk@KNtyE_<(3Y}VO&$E+ril(Z%^uMwLQZKOoN@o#&~xjO9lO8S^zzXs%O<+1g}wjV+|2!VAqhxS@S&a(Kge8m}GB_oh* zbc8<4*D(GI&G~v@I`8UccM+F0H9UZ2ObO#8*FY-=NM!(6#R*!33R!fm9ghn8%97&9 zhp7kn9AprNI4!(l8@gg}mG0P@WDtE> z3_hjg*D^9Pw2XX%v!ydQ($caWCOqE0guFUL3SQuGz>ouo zV4og_N1Z)P>NZi@g^fGodtu>K(koV0h|~y=PwT>D=?o=F^o(rSe$y&J-uX2!IZ30T$fd$Dkf64tvNI;B5Oh&F^sZDs_$;W%SAux9k`Bf(Y zR3Ib}%ec&+Y>oN@0E;ZMz{r+~`T(p}kgo>6sOyL$3_a6e5k9G zeAlZT-lR$@;4Miqkyjl_?lI?s=Z%(_ey|~rs8ypO1)fsf@xLNJ7#bp>FYug{6g_YF z3R2k6K*qqpAmK>=>8-mVy)wyuZ0*6Omw6ZXO~vHd(FD=`kf=Qj$%i*p({}e!r|4z8 z=?75B_?Pf-c?g3!j{-ZLYpfz&1Uoo>Nq!RtD(0(vKLs}g4+{iQ|Bg-PCr5Qi$di!J z(Bf@?cN&|OwYbhFn}A_iP3*3sD&X$no+>DUxus{Ps{%9}BYxXE__&yL=aVQ@Kq(?631x82>GaZ1RsX9A5-=B^U09cCC zB6$itV#`2DIwjkpkJ&%MhUEKEL3{ZS#iU|G#JCbtwTME)!mij1+5=i`Y^apY%!m-_ zlmM!wI#N0VL^uFxo13rRJqVC@b z7wzHsjOa{b?>M*xhX7v}c)v6NR{Z(%2i1Z8Q>+$YYQHv+&ioZAWntzcQ2*hFco>U~ zhd7Rq01C91?Cd%caoAF}W#w(^NO1hE^m?Uy*KfFi3OG^P66-{Q`9CVU579$kZ1HI0 zWv@T4`T=f0z=^2YCvO6l8uknHiefZoh~p{uXmEF$ZH14PF30_+ei_Sp74hfGGa@(4+jLpZyr!EsJXm(^|T2O z$P_4nxii+**P$&c_J)rmlb!+K<4Ag3d}c8;iyZq}Q}MpTV2bubLW1G!wL>p0hPXi9 zxYN7$fX0GM%&$Rz(BuRv&sEw#@{ZMx&czCck z9ov9(yyIT;$^L63?EU|hqImzDT>z?%bAaM6X~Zr?XcTyZbXa%~OgskRtvo|qh?HeD zIq>j^BPbLNs7ip-bafv(uqW-_YB=Dwen`f_<@*g2y6X5ygnDzHuK`JNk@u77frJ4q zMWLWBGi)Zgw=V32!#M+Q{oJSP7Xu;y6|mA%DXvi!UlJDGkDrN{>Ka=rEAd}zm)^Vj z`P$8X4!?}=o_=P9WNV$+dJh5gj?EVmvIxa5M=o0QWlt{A-GhlL7yn|MV_ufHA_@;pgR%R zsf7EO^nDKZ$;$J?f(4#Gepl<=L3+@zTzZbdODvuvw!zy)>A|Fok>DfB0u<&LrC=96 zx?CT@P6Yp>Xu_`zyMOiGn}nx_>mJiO{ThPy{>xZXX8s(>n7|G`BHgLVo?Y_jY~3en zh-eEbv}9T;dWx;RNjH+C^bG^v^XqSD{q=zJ?hRRa)UCMI<|8u!w_!7r9ucg|Wx2XW zysNN|z=ppmB&{fhy78XV78@v046Hf`m5=UZCkn16WXG$A3xQeQ3A*KBi|{eGG^T<}^XU=zQ`zNQez8HiNwYKN~MSykPYbq{0}`$m&N*sBVKo4Yr;g8F$ok&9_*ihcuE_m1uL?S>AlWi+*Rs z%)FFrI9?1p?rt^_SoI(qiMDk$Zc6#_*XkRUpH%5CP>yLk7YFdQb>?8sD;E(NH;|S;YP2%NMOt8;qz` zS9lh-OoWgP$$SF@FV1va=4+Ll_1y8Zv0NQ5*UKLb}x-*O$1) z42)8$de1p5+OIh`23(82ZN<6l<(JCxcz@hUy(xjN#jmImF8F|nh9Lb zGSKAQzRC)3TJ?7F_vC%oSRs*IRkSOsOBig-wyib0X?H=RY5ubcdZM|k?@KE3eGv{h z!8v)Aapik2eaTyG4(i6K@9yno48N4byR8%els6Z@^yQ_-Cd_+MV}lb1f!m}`z?x3$ zoG0M=++jwe$aomIt>GlYse5ae4M1pgjEu6OTo1P;?m_}bc(K~^F(E5P+T*N8dfGrR zt_*(%gaJa9-o|gz8u6Y}iLt*YZYxwU>ddcdj%U)6+-0HsIww26G#_3*lFh{NJbB)b zj+k*UUKQB4yfoH1$9UT?=4+5a5KfL~evKV|n*OFkyJAp8RruSC{aM8mX8y;$Sj(y+ zTs=3uj(0t-%Ps;aa>vMM#(lmiipP#-im1xNZ~P_t{LkZ@UQVsqle#^2(3!Q!V|ok> zg<&I0Gxp%kAP>^UyKstpU@&SM!4_ zMWKCq=qW2EcC|NzYrU|O%NJLwRv!n)s#-Kp6BqtkQnAT3&KUWhSAM(#WXcFv^z&H- z>Bo}*H1?m6ZR?HH1o+w3p5BCcMsQhRdcMu{C)070%{A zyid-jd4IQB17}3&)q+;Gm6jJSpD4?G!rGc($j@Eo+2G@!p;282r64GN|y9Jv}e%? z<8Y6I0_(5aXF?tJn?m!b_eN-1a#A=cq04e;cI?2+w?B)SV|#N;!VRFQT4<~Fs$~^% z{r!OT6|qys#J0Ra0sZODbZ|?Hh;pU~`RC7{=UZx}rCXIOU%6^KY$v%3zII)5=993h z>D+V6=~$PPRz~g2TY>22JL0}=O01@?bZc3iFg(hz!8h+|`$dRx9uA~7*+{xC9j~js*W0HWVm?GCdK(=adw;Ue z3M0~i@TN3tWctju*}k@U`JAQlRRbH>W9Tb>DJzv{O#$~oE_aXb1w0Rfh;a$<^!o+K z0XeKxP3R$w$_52__i{S-g?R{ogc{~RPUVBG1?%<8+L+q`M@NWzvEfD_TTY{vp-_pZ z_tlykdW=%p&{qxszwNC{W&Kng$gwdkV;bBo!>_5S#j28^ zM#a$hlkI2P5HPyoqW@WjkU+YquSbPA2_5Jh+z^-0VR8^ELU=G`SI37E;~@rI!5EK6 z`*}dLw9d;NMN6iE+{V8((!3F{7e=4QEmN zYf}f;tR`v-*_o0~d_ko(k9M@AQ$mAtA>&?~JL7kCnq@I!k!u7pN+`L?X3MtLlwG5;v$7 zC1GK#G1Cz}*O7W~oOu+%3FHqQkRJr)tu&ov?>Cdh4I9qTpQss9yDfi`N)jDVfzM*) zoWNs3nwK;i&e%d1*hLUWr&ixkJa5sR)>^VJskij;!X6STkjecC3s_!$2J%WQ;GR?+ zKDheR8UV%w03(dq6A7WWd3Llw!HP82ka=ku5R1~aiP9ioZ(jPVNQ zczTVd9Bc~c(&YxT%xWN3fYdujM*0^_^Xn!gfVK?aPZ@9MLi^Hk)$<^^IZrsJ&{4L6?@o?ZG0whdRm89li8)wJ7^d)!Vl9!$ehM za8<+3oMpS2V48A8dVkzL_GX7ks0w9(=omjGDj~&PN)9&PB#Kv2Dx>j^^^);Z4}QsV zs*H4A(W?Kw<@#1k=n*3+D8>Hmlu6JB)H zNqu*4j~$&Sy#jor;jo~mlCpUOfRB8eMZLrPm*2mC$4aT*!1I8DHa1a&@b?tu$X($D zDu&iIDuwYB{f3ZZPaa0Zmry~LDoD>LAvW(!MjI^i-1HSVfVskuBDr~{!bULUd1uI|f@p$c5Os_udd zoV{u|V-0O~B7fI>w~>JyFbQR&qq>Imn!lw5Sr zMC{r?>$2<9Z>%0*0O_&)O_4I;YK?k8{vIKe#bd3JwKooVD*U6-jRy3MFNA_M<=a;% zTsCs==yH{T9zq3>y(I8Fn%~F)a zFlQ#s>Xx!{iI8j42bC){~&dvk86&^!uuGf%02^HtaSJkHB7v{w-nV>!Eg{$K zmu=WV&lfx`UALJAy>PsUpP8^5FD5ITwz*@XOe4RiRsZ5=?Iwo`sXs?fC7G(zO}TXR zbhIHpjf$Koj7?0`ZO!N1%-ZqM3pQHJ3knLhK?lpM{>39+Y$4Yc+vSpQWKn6!J@SJn z$Z^+>a9NKh2~Wu0PHw(MiJ3F@GUw@^a57$t4*Z$NFMpSrbfv6FRosccJC+tWuIy$f zB4oqyRPIQARcijjK^xVer2*?Q9PNu_a@@{7G7yYk6#OceeQG^rx-U&q}6? z97;sxZu7YmAe`j=;i>+l%t?myqu<>F=#jEOXFZ-H99GRt=C`d-k2_YSvI3%c&d~ z^80(C1 z8!vy7*{H=Hwa!Gb)v&{4{8fmib(~^)I&YLT4|wwa{X)~I3Jdyu&jv6`!qGm=dnyTs zG88LP-%bAva&8taa>R82%Rh?<51HONdMa{DEQ%J4!HdJXO`eoiE{S~yxZQ(zN^X*t zGEm#-&6|8|vI3p7jz_8O0+)Ds))Su?Pwh(Vs(B-{4i+uQT(5@kMLDJBjV3f_H$M;! zDpY}fWg+mpq=Cu>SN_|4(-9}GrO&92oKRz1pGXB=Q~hv*u{M%d!%h2Pm5<9Hq) zun}0)^!tgW%C zXEt9@>&2>*5G28}EWX%~xD#bP|;nz~@ z8E@0t9o@NPd@J3;GJO^Z8ZX%kE3s4ygTfSk#gS0HVTxU+(I4#wfR0>a^CJ6hrrO7#zM))^hFNosRoHfvt-T(|Nj+sO9v3saplnN3pQir(d2?02IN}p*^?yV(fTDp0ZAbpch+)fVlM) z$Yl{)%_TP=xt_;eq&J=~Sm!?GY*Um5yuVLTXh{wR^dM=u`e7qUp}_MbWC2ftT@TwJ zs9Z;Z;TcU5csVkJv+U~h!vplB0dlI!qA5hF#i-1e$>M_PUeW0Qds&EwKch1Uk%y1TY_#RE&FTTUDSwqEva1#@WJomHyZOfl6M zg9t+>VTx>iD4Z+PQs?eS{v*W8}8y&##m*JMGuG1IS>n%MHDmKG+C!^LLC_)&X=)*q-sH?jnl1H5Z|VE?0&kSYN~f^9Z<#mY zWj3PlK|?^+Ylhdbzw?XuWx(F!v9j5mTk-ccd>Z9~#LaB=(DANJ?rH#_;H-w^xuD|fM^ zK;x5>JCk%!rQDwUi%$KV9}yE8EhTziFcf8(dGUk;vhR*GGtaJtG#7W@)KC>%N`Cv9 zRjiNt36_KE>I;vB^kkuKwfsDaP>2FUO!YWS>)0Z=p1IrnR9lE;F!NKR^~yNkSDl^i zHYl@Sl_z)RpmCJ2W#*TzgAa}?TTu%OY=FxMNpxD!o!teALh3Za`8ogizZoe~dJ8WS z?DR!X;bGv*Js3^@BQ>`6n~GXR2OhQDgC$|t(;Y)dK*3T4Z1Dvi*mPc!b=jB z7Dj0w*dEa(E|?7H9W- z#XoO4MP9fxLXd{OqR}G(t^w(NHahk)$Vmzl#cT2+)xI4vK@v*Kz{B!=J@B=X8R2$RDQqIcQDOor|Iz36jmPr z_Z>d?n;0H-7!i)aF(BjKK!MY{Um4t@=s>9ck<#G0`VfNnb~QTUW-amBvOJ$>`~1@G z%HpAL?xw-a=)JP4z7F13KUtl9mK6_(R%6tYCrhV-{PAwk%Mm`c_9#Q}LDVt7dJJbK zs^|tYs~nGUzMZ>$E@Z=~gIN9iE^wa?z$?IKLD1p`$}W*^N!Z2-2l7vB|CZvkyYSIy zDMEs=*&`y4w9jj>M{UUKEVvB(xSe}Ht@M;Sqlo(QBz`9`p@;>MSHS$fn(zNDhjTIh zCx zBker$!YIM#Y86+{DU^<9LX@OCK6FII-UB&@&9Ak*z}tyP;Fc`%iG)UK{!?AFt@-cC znR)}<`;DSDjA9tkK~LY7{h}77U%LB#RIv1!pMWnQAC~`PcebK44`yK-=Vq$J?TcYU z`5huJP{yG9>SB_qGFhAM>NAB2)i_t5Nq@_$o}2N6m%hG&@$6!Q%{viFrtB}_;Rb`6 z5aHYWjpGPM zoIuQB6{Y^cT%xFgLj)uZ`c@a*+zP+yYo-h@urM$A^TPNg_--PISg^@$R?7)2)fulb zDqIuL*g6cjD$NlQj^LYCnfUkaWlu6eWlZ&57{#Vrsb$LReT5u|MZBl4 zNYSlLD@cg3-c#GxHw!~kgOY`wP`%zG3^N8y3A?onhUwZ+QDX2)BOloWPGOq8$Igwh zNgY-PXNroOdzlZYO03dOqa=^}HIq|^VL5jXVozBTxSv1a%`Z1K5X-f!(~{I1N$~54 zn=#73{cJ@Qn&!x#b9$BaKcY?h?}HEc82r?8J9^8E)%za@?Y6vPM<`k#1UXl5$_&n@ zG1mv>muH;hns^Ou-;Pk{TCd%^^ym+NUSkp1?#}(K?$qBu_&K-`4P~?b$A<7EMVaT_ zZS9MK8p?#H2`EAckut}d*Ng4XJQE)4;Te5LeQ}4#k0%w=pjA8vAl+H2qFWCly26-K zBxn4xVR;(bSlI&9eq)~EL`?bBVVlJ~Ql--JdriAa6kh|yRZyg$6NOtU*zCFkDKIRGg5Xaq3cUXEM zu`g$34Jq^bh|WwbePw(jvQ+hheID)jppN#f+@=BWr560g8Uyx^oQ&riVLU?*p$WtS zq)&7s6)#zZ+LTnPNArmMZlZS#zoEc{cS>1)CwniDPw%iX9oe3)Bp7a+j%_&)uP&h{ zciI8&X9>|FOP5O9CC-!lcQSeKXzp&RXqE5Y_DOmIHdO$P@cP7CnVOG~oD;5Pw)5|j z*{{jB6*IOx%bhS+h;u9o%E$VZH-zS0sEO^&rH}9l>t%OykwHfASL4i2MS3eU?;I7w zCAw;cZ2$=4E+hAnW((dQo+&JtO(#!d3Q3fVzi!>FEfx9x0ddNKAZR!81R$jQ~|5&cac$QqMJyib4}Yb zYVfVE>j5>>?eefXJ=1$lYq5#M9ob+wRKA*c<)7SAq;r_*9}aCQ_3lOyYIz)`kbW*k zss1Lj%`}OagLTt)y93b^^ZB3Mf1xjykpIeGc6<3F!ZO=r7kB)s$U!AK4QAws#El{5 z`l?(|o9sS*eW3Y94S+;ruyqnlEk;IPdfd_$ojZNU%r&1cOHO%1Mx)7J0Hku|O;0;qb zd&ofoN4-}mSpKhf8ghoZPLQf0U`xqny=D+w=L#q{I^XkjEW2G<%3<}cd|I#vsG(ao zKe)O!%sz5aAj2zt!rqj%UviG!j@2Q`s`Dp@YpfhK?#dlqLcZCT3G?p0`aQUPn+tP@ zuMj9!xqE@(kY5qSIG_xegJ!Ol~Pi0jsin640A8_{ro-X{hAOft?zr6T`_Mx_-< zXAP#R{?O!D$7^N(*yH9>0XXI%_{3tS&qY+3K(41Sv{^Xtzw`FV>l0PGgz~?#M9|l3 zOg~JuP~eEKb=X&zOfPWJwEeEXUMC8OXvixx?P4XZxhO3;KSzIlyUUuA0HjZ8gl1YF z#%ikH@UCZ`bkIDWpvUQ=VjvC|-*QTcUr}$iDZv~wCo`UL925_?3IQ@Vnq`2Yo)w>( zNDmhhSAfV>9({<7d$bv6#@6L17Fa8V68}W5s%1{qrHiq-TBk1ILy>dCTpJ=~xo~hd z>EOe;wd;6esm{bA#n{e!hZvh@h6fvyv+rntjM3N&43SlLWyyWAf=GgUq`K*UJ6ZywcY&(gOQoH_T`b%t20f~O3`MI|!Y&csd!FdxY z6skG@L93f?S{V}M2w~snU5t_^C4d{w1TeTN4I8G>ID#iq^79D3W7axq z4x)b^eu@7&rf3w5FBEw6&Rri;sR^Ow71(*kp9-mso1iqfI&iEM^tI^08h$$g7*pZ7 zVfg)CIOMi#*~9Q^`kQTJ#beUHE3UbHsEvJUm~i#!x4mmkszliil6~BJHS&jl4Fo96 z{JU-Vik5oBd0>uJ^!1gf7vIMba?BTpw&ohxRhlaVro1HO&^3);7U5gJ+_ zxO~jHB(L7kAC!GF!Xz52C~gq^&r>Ix&#L0<%UTu|V6k_o8|DQM zF#8hT8|(7O%Ut;5U7U1hcp+LLh-Mk9UZDVIgsFf-f#=uY(!93vq zqk20nWC_rhhNR-aj6Xh+gp<;gtClkggFJ{k7^*!(4e&D)QG>_lTnu77Hz{7<({GAO zM5C{R^ST#}rq`%mnZ|keV#J!al0-a>nm%SOMcpZdzf}8B&|F1~6$LDvX z{9CChut-(oj){^iK;^}uMiZ=`jRL+kY1(~ik64r*YnQLyzGP$q^h*HdS>z-SP5r~} zy#PIBb8kHJVM;dx*iq`q*3~ct*PZs3+FT{6@t`>5_1eJxxR1rn5uA(whYdRh`li~h zc^=n5Q}gFZy7br`?D2QZ;^955n_hF>^lyE4eQTxE0JSYQm{tzeGVkm_%@QK~)^%s_ z4=e2LHnC-%#5@fF4mD*R-;+-IoJrrXt_Ox9My$U8ceb{KI`0a)* z@gtQ!)s7%3E{OklX1ro)A1fv~HDr>1IgURmue1QAz1c)ewvh2;ijNS75f}yKH3E2E zIbb+fnR0^A!M5fo0sulpGHyEHYTErkGgBA0`f$sZZlF7C24A*lZInq&NlV>nZqGbA zMC>vP2)Qmue-m`n`01Y0mX)kMzN~h4Ba4i^zLCL#BoY$1W5e@k38~3X>>S6*Wm7+Q z+G(xT(OSVcC}_EheA7X~%d1}r?-8IeHEZ#Z^Yb=ZD>-V~yACzsFiyCO$eV-y9veD=xxPSS0cVC~lg>Q_K6=K=_e5Lyt&u&`EdTmdcCxqtpj zQ+B-PM}59;wUdZkyfMB`l>4JxTr8R{cQ%{;kS>`8mNTyD{S{_zfQ*j^0!JuP`ODVu zm4ezAEJCPC$N6VK`ovW`aO4m}Bq-hr^}pydsh^}{_5uG^X~Bob7d&OD zx0>vJ`RWp-w$|6QejJ8bVcN?*Rz;$;#BSw#-1cT+?|V_j>!9ux=r2%2!}(!~U(YxP zsH|;``E{My#wkM)%OYBG3C1$PE3#DQcYpoyBX`=V1Ra-(WMb$8hnQZnoa3?;;$VDE z;INqCt%NcZ?M`J}p@1k(OS;9a5s3(&z^bUD^V2o|Pfbmdo51bEuNe3g2I&hvhZ;x0 zExg*J=0!8ai7{+FV#v3$isFq)yJ*SN6z;e<_xI`c zLyO0+jywW`nr2YxGO*0w?=aLv#M@zL}yWSEq$+>iX5T0#iRIxK_9%Rzp(x{lrA9!^XRl6S_pjyy*^x$hH=wpjR|FO*=0p{^eF?xL&!ScykY zzE>2x2n;s&IdO5}Y3o9WdMeXTyU!BN!+7V`qgcQycuT8ff`9O=lRlo)^1AWw)(LFd z-MTl%e$N<+DARY&5{gx$Xv81pWP&@CXrln;NQ+Q!td{M=di%ciWe?%FIR7f4xzTQ=sWA4d2$nTH zsYC^Tc23Uo@4sxdenpZ{Cq6IJj(N?@j5BSf8aDhqy6T2vTrBpl?Z2;mLM@B@rT(al zu3s@3SL+B#$}W~^^CMI8>X-~O(UD{eztR!|yK+~uKJ`9dZoawX4U{qMz(ii>TTzw- z<+S>Wb)WU^cYUM3`#9CWiE@@)e`O|+p#rRK!1t%5?d~yds`F#Mia`BPVfvA1jZbq) zQA5RV2E{99n%0b&mm;EQ3MECu@~FLi#X5jL`nl8SS&xCXRy#bVm1FceuTwQ-nz9U) z3FG(+rgjY=ky~dE?)V_{C%lnrCh$mqCjCrM)-p3YlLljCqCDWqC|;|KXePndF{cR9 z38_DqdMqw2jjdC`zIaMp-Ze8G1M_FT5)z@qP>CXb`N}Bj_iqz?<=3JnI=Hrc( zV4Aw()JeWwwol{c(l+m(N2imYQ^9JLqSMPQgMGJWv&Qi2s-w+6O1r%PFw@3@0!AKQ zUb-1LlPs127&kr|OWECL~o>!4JQqx1K8A~8GeNwdfXYro2 zSS*d3mTLOdVGk>8vkuvJY2G>$>Cmbk>|B6k3fb6Z^T z*E9|kMXmtYXKe76f5 zvcx;`k8;YCgc%ryVnNJb_ZP#XZA4j=p*4RIXwD~AbRGNtndy{ai8i)J zkCR9h;8ti)hEAW#Ng5?<7&0aU(wf-as3aTAlQw@Vsaz0o-!hO6*SrR9oqz8Hnu&$gfyz zIV>5U_VAt$`|Ogpxw$Q-8dAaaetJHP#TI$8H2_`*+uhwpoObM1tyIUb<2dizx2H%; ze}AgynYMphE2eOzG-)O`c=y(@QS<5RvXW$;yzb1UE z?ZgWct3ISn-1Xp!NLKR+h~mui;6m+8^bVjg6A=s_IR+Bq@Ai8W`5w1x!52fY6C=VY zKb=2u{KzuMFfd@1!S5br0#S zAS`&DZT?ZC|<@tsz!15+26MvyTRdb z%kk-TJDc>O&;{3+v9-}cT1 z4ALS@4r>_OP+UQkh#c?5DHBfns2r=%l1JD~1yF&w9pp3jnEx%Y$yu@VVd}rHqz!GH zShr)BoD*|f@P;9G_;nHJGI!NGvP7n^DXaD{mNOT+ArAXN@RSsaEK1F_Uhx;pNAVq zWY_!cMN0<6RQsoHk&Y7HfsBh4EU_*NC5qh-d&q^rC7u*;)Oa%BVaVdtPxE4)9zYYv({_Ek`7Gu zXU4{kRPu*s3Qdm#b+MoECMpuyefvcCsM zd>9SP#wXvpZg&3Y@+{f3aBa_SzROwLi}OG;4gu zU!|BR0iX)(yX~0AHNtV?e*t;H8slS-mrRUp?;P@QV2|CRGN{QUBGJC4sL4ptZEqyUobYZI^;UO|DViZZx&5xitI3Z55UlybLVi-!)q zy~_WQgS}>vo;?cizZd-HJpxA-nQTw2r)rO>kRW+-PMuvjjK>UbzKI|as%2`Iwozn_ zZ|vJQmGgG?UJR{`Sx>?yH~ISJI1lV=PSTr&Nrq&GXwa420wF$0ml1Dx<(3nR=^lx)0G20j`r zRhs|sbNsCxZhy!^I}~Ub=s0V9D)O*VL-SnT8#Pkr}efIyU>9`nPDlwSO< zS#_X=5kCJr@(?Ol1yF<>fnCN|fI0{CPd<8GI3Pc6Rn{%f**N9G)!mKS|gL!ojr8a!UVKsj-CP~e1-H^XOe zLT6mrj0 z;(|d-*L;`q!dnnrEFPrOoKXM$f$hV2+C#nG+f7e zr#+O8olYTqE8?D&!5}pW7Kw-PS*tG0LJO&*1?3hh(mXeIZ>4$dlP$NnB3VlzqxQuu zm@#DKutA_sH2J}3(wVOm%e!7gJBqj0n9#*&7hg4L-TZzOBe4C8a2!2%D4=knS#N0hR9V?i8f! zjRl@_?|tv>Kj+|Hd&OLHjyc9RzVQv+q2kn4`J^?ZFOR?{r@$bx=LvX){8`U=_@|k6 zb!qSVH!jNvbWPQEd>ysjEecGQ5`FB%k+^&*9q{Q}S8P9>~Eo^RTd*}l-Z!kZ>LfbpoHU!#&d=$6y3>Vc`3Si*IAx>ut4#9`}g~!TGOam)5GyF zuM40W;{E~(Y_Tq1*1Y8Xr=D2u-t+w zv48Fqsf1r7l<&{<10Ve1`hA^J30no?_O=|;=2vY*O(M5g2?7((N349|6!VDcX5skSJO7e#9ug*9p=Lgxb_==G3>6ASOnoJ~dT&G@-MD}i#$k5H z1j=0iKyw8W(1UlV3j!Ku4Q`ZG(s9EHhz|_*|7sdJ68YEwx_Ot;*yms6 zMnUFto*Dm3{%m3KvF*|eRr9LzP{qBp#tC)Hzqba>UNwiaK)JAIx1o@-G9l9Qxhd@N z#k05nYqHetm%*(JVr8H!#Jkj=cX4C3wbma+`hkSYb}X}WrMe}Oi!0wZHum1Z3|nPY zM}jyap!HC_?8SLu(;}h>R+H){_uquKgMh`OuaBQ1*e-k)1kN(an{!6muN2R|WR3X! z{p^)HEG+VB^xaRP8CyijN{lBd=NKm`^q`WDByUViO1hXaaJw!yH@AyyuBwwrF$3pYn`^>!f$8@riEfJ^FB>a&Cv?yow+#l8Z=MUJlxwf>>GGFu89bp zoO}dK`jjm!ayX?VB~7h{PgTBjdNb9KUTZP!(3F01=;iCHls4#fp4 zbcQ3SqxtywEO2vkmo?i!c`MRZZQLy{T~s3udVu1Gs9Js?T%o$#%C%bNF2#2!w<+Mb zR&`O{rlZPlA0&YV%>oxvAVx>(?Z#I8{gSo?7!9vL_qM1i5Z5~Cjkf7}!^#Pr@fxl) zOpsY8n(8jeIZrVnZ6sKAGi>YGaAs?2qpPF(ADqh zE$ju0f4zjaJUffqa8oYal`0l6#{40~1G}#cjy}^xNcKEqao<+_D?8 z@C>Jx5HY8a$o@ZF*yI!1p}c6aRMn#(()DQ9ezRNgcf{y{@Fp(^V(dT*x2|2#)$&PB zHZ^4)Zu}%1hgF9>pkugtl6%!xX!7H}CzUi14XaAk^olC|l_ASB@P={NL5=O&wXOee zw>HW1PnDFENR(?0k|IIz*<;-O3h(z24VM)9#+H^}P~gt{HO=>(oNj$e$w&(WQqA8* z{_Fxz6ID59i0D)33LRtfZ77>-XaRsFuL~C=6s&wjAA`vV@J!S@YAxBoNlGn8(zQlNd?~x??~y z%}wfE#{2(A%c`sN(*=@hxUzdO-ymLT;MA7TsOzWLU~zxToey=q)0PAeL?2Ohi`e+!W?z7fDcN;AyMVu8dVT9k z+akvxB2Z+*!~PK~P}6W^EZMU5!c^IjVjqq86_*f4?gx8E5ggJ3Zsctkh zL+=JITo8eKIQ+03fq^r!mb|O@6bxc)O8}AurcvL#&C2^)Z~Gj|C7ebqdpwLwx@^yC z^Vrgrr+W#;%B#eqzWUD3lO@90M~WJdX1Qc*Ibu(2Uiw-$sbn}cR`jypl*{zd$-Ta` zXBIgTrHFM8lb0~^RV%QHV`E=<>KZ5c+a5_3UMhC&M-roz-Uw*gf3+)2s?#hVpa3{?G$)xAK z!I@NDikv7vM%ZJ;euGtY!?ph1TAkr2%cXb1cND}i> z&QKavE_6Z}|2{#kWCgLX(YFD5ptkF%AMB4fYk@l@!a3*BuTo_CGvA<-Q=Xq0+DtZu zG78Ak$!w=(WC%%0;);2De|wF*o|^b-)Y9k<9jq_jVXF@2QsYUxGlSh4`Z(qLXUp5; z5f|vNWW8?Qy4sl4ZqJq~P;~fnNi?Wq@+4OCEFsS!ND|jOFJ~qu6A{wMV5=hGg6lzM zn?69_&uhmfFF!~tF0)fFo;+B(UFj@}sz-gb z?{{sJE4le=P2`7!%Dbuav;2CGc0QZ*6`h?<3yI}*B_b}EZkzYP6mNdIE;DN{6R)L2OfLP9xb(<|A(y`V zrvGi{$G0!T3{ksCLK9(OcA25<>c&j70JubLI*pBuznj@c#|nBO7&cYJ zDNMOoLtd$o4UgzG5XaK+c_C~smgi7QubW_5W{_N-BiGs2^u_Fv*{FhMbDfpx)1@g8 z&V5%S`J_GRxcX>ypVVa;UHwq!I*BKjd3^1XXO!DoKI6jr)UKX@S;d2wMAvY6NI9gA zuo4~`Lp#2H0VlN)=)be#vgS5hVk%3P}Or6R~O1D$f(wu$1v~q7e zBYwST%XibEPE01G}{$ZTD)Umzs5w& zV6kG5d}NT2`l6$nyu4VaM{AyE+E&asQDDcb-7pflaeD4+y=rzOxO@lZ50!Gy5wRLS zk(UqVJill~(Ol5Vx%jaAQH0|K&kR`CGI}gUTyIOGp^>MQ75bUUKJMr8)a&E(lTL?` z%)jbh+)BseH+%KLY%sh^p-?Jv)$w^>~<1$7)ng%1A@}GC;t-9o6b~Y5{ z+olaMu@g&7P+)~NZS5&2umb|IQG=y+3}WKq?R|5RAMQPTh%G8A3X-g=vQ{PwhW0-+ zjo_ZU7?l|e%VP#BNNq2xS-HlTE(8x#ItC^*>&S{SbhPfVe8OYoH@n}Q$JID#`)a## zMV?P0Kyu9uYd%oepr+R=keiug` z{m}PuYk9eJQ=m8gOo7Z>{K{pn7fcc1$Cb=iBq$w3l+Ecq7`XXf_6O)3&#!GEoAZ6iS{6)Eb2goYyI!Ag zk7$v|MaGD}i0zC2Oc(ejhguhfz;8&*?k!w>DdZEGK&Y!|wo5;@en>mA*yX52MHch4 zFd$3aY(@0CNOkhdaT$pg!qH=KH~GQ|wawMJ-<~N}k(s-T4r#J!CBqTz(%Es(2VsNn zQrkD#nbt>t!FNXxz13kV(ZW%F875 z5h|4~b;e0NIP!5Dd=V&o&$a%QSF}x8s#}1Lp^Ag+l!Lt_pYYmmIsZKS;9!apEY8!-Yag3JKP`!`*7)kVUM^3WJmkRFCAloFMYH9) zP2ZsCj9ru=lQGII)A?hYz?~BN!*leSiJ~1-EhYKnfy!BWE7q>+Zt2UltbLvR6u*zz4Sk$_40IU=3;4i{hIqW?JZ)F5Sk z3(Tc8?;m;N`KN@5a2yC;cRrTMTK(C@aX%%j=UsFAdd&;F52S3D<%uf!VgDGj7?6)! z{85~A*P#lS1m$_9$O3`$gMJ61Vuq7FIWfWMR7zy}ji03{krWFZo>YJ^#1=kLd0y5H ze6xPQ|(s-zL?uOo;+<6%EP+K74s zcL5cQI#v8Lf;d2*vee@6V(ML<3wIW0{BxJ8G*E)2mQD*-p zFPWf|8Q$i#IDSuaZ|qk_yY#chhEMu`tx5+*yO%g~$$*1Rs(8}eARbgM^V_{hIdEY; zy0yc;KQg@q<(YlN5&Bn={_Xr+#?5{BdCuj#GZFTS8AZ~teM_Gqk7@V9BR2oz9yb@$mA9rVf^_IX{Dcg{gw_tv~W&FjuLo~HRB-NLOhGwl(ifZLXo$tL2D#S;@vq3P&0K-psGha9zP+iObGYHzo5#vswxoEH8b0HeQt$J&h9b zY{V(8$!G!RS>NkD3PcT&PVO?G>N#juNpktdL(Ffy)YPJpGcA$cTr1zsg7*4@qr+9# z8e`U1fRx?hu%y7|cL|OKk9{ZvdA^$e-zEmB4RzD&--jO$UxP`W>}jLo&;a-B1Leo# zfDM}B6YmCQ&#gByC<+XK=Jt8eUsf?KKF?78N7l}y!LLWw;l~|>UF(QGCxDwoBw>4# za9OhZK)Gf5c-j&ehcFw;*7X5H+nEZKGC%lTn>KDZG2zX?JGN|TX?Y^V!Zq)2Jz$V@ zmyt1ti`AfR;$$7cIC{?GX# zCT-9+#R~FSk_daB$-G%>98BiM^WZ?H(EDP%Cc@niELVq+y!%u-h~S5sB} zqOGH|3%_MHA`PJ3+wPbkbxq7WpPkRk+<-;Jnz0ED;PH9BcSmC@+!N}N7 zmh^mjeu@0#aJTGBXc*gP1pa!`T}5UZ{e>nGpKd=EhM`n3KLn}8sp8qF$H9!wdw-}g zxvY=jbjUT+1w3)XzMJ;?F30c^oSaBnRB(6l4$teYAV7WV4|X@EgPuz=_Nu*JF3^3j z1*g;od{MWcU}?#?zPXvDs$GI@n8IWrpK|dN8_BFJ{kMq8tLZhsK$uvv9rVWu-)_ze5s)1G-lKG?rQXTEJ7LykG4rG5K=m zWt2$>43rCvsap=5ILz4@x|04m877(!ZXT#N6V{y58AT&Z<6Y2Bf*RJ}BTyw;zDR2S zeJHU?)5oThFxUg>i1Lv{I$bCLpzF0LAdvJlxpM2# z*E{U8I7F;L>gA60Ao1LM5Z#fVCC_Sl>BY@^CqGVpOG8XrtV&-DR=-&_4jNfhNSF4( zJfVd?5E~^L&`Dqlx+FYM3~pMVZfr(HM#=@LCyo1?J`Z2h2QOtEww(yWM3C&7A1cn% zm|=YX_JS_7Q@XYo??p~?&%5E|Do;XF%&XTL87k{QWl(#r4b(HSaY(tpwN*mFI|XP* zG48`_&THCE;SUxQ6{WU~xbP%ukhl?25!&>h7rN6L;W7-+V8=40Rd1@!Upa)uu^9CP z!JVs?*e=u9EcUR>#tVGoJKA~W@cZY@1j$IwjzSZalw{~A(_dNF?l^Zo3j;V6K{#~$_0n#9z zl~erU&p|8uB=*Mdl%%Kt5NT}yJpD!LD<2ZBp4q1R8JMYRrG@9h<%i?>)vcX;zB5$K zx8R4+g*U{Rf8RK>Ht-L|9pbgu)Y1m>?A)+&L#*dJelD7Dw$9aIz5Hn)vH>KfkVRhc zRC<~eniS?gM(yT}8daZN4ohfMzs@&N=@fDOSnvQOfi^bn>9SkxD6)EhlvGlk ztyOSr8i?BTBaoEG{a3#}`9n%hG)uj_X_Jt6KJ`_vhO2W`VTseBn%ywv@?cR&dmQSf z>M>Z%(ClQL#?QJs1x-!Qo)^SF{-Ru9NGaff?Jp9m;f^~q;`$(WVEJ??D6gO|Tp@iJ z?X>>EX{%pPS7Z}p@SSk$dxC3uVU8iD^%9r$==#DyK^mef#{}+e7>8Bj?Uvz02_mcG zl7PXSKd{N%pjXvb5ahC7`zk0TBntC+y6JIi5Wo9{-7k~ZGygF5dgC_P77xeplAK&u zTC{H{d`_+nGOp7{`>Sl-f{2Msk|KNF9vB*`Z#r7(TA8j^s-W8%MaN~g!p!fZfMYY) z#!vGYCsFQEWs9??rG&`M9r^2)KXlMK1qJ_S>Rpv>$1SD!f$}u7k5|Z2rvs-a$ao+> zxS5cK3n$njZr~%WYy!hBj{CMTfb)0()EJsOK)$MsP)KxGr-ko(}I8S3@ zFE?Ju;_bl?d9%WYFS5U@9_=kMaF~y|6=%SATkW%Bkw{|O3zZ%=!vy@(V;pB^h+LhW@ci&YVwN?cTRq`77f!D;K#sG*JCxr7{EK{o7pOn09~>vFqnZF zF1rb_cIZkOhjS-CsAl30hva16vTgBFZlhQ^+B9v$9~y+Ix0j-F*1Q@{_w_M80!c!J zOjQE~<+SHXk}2CMu)dL<=`(`{99cV>;Z7gY$bAF5>GbY32}qaw^H9)MtFcT&OzfkQ zGU<^8c)a3ih08xzUKX&NT>Gl&1xoE&(_{nx%$c)OaMBDo;hrAAI__VX zW&#GMY2O68m_bh%8prLmv6=RhuQA4NklHNu$*`J@s3z_T!Ga2ejYSkz8XR@iKRx}S z5-77TjTF1ro^C?#6z!Sq*Iqu(-tE_m4hE@3GOO3a!bRO%sW1uU|E%1-2O4hB-sbMb zE2Lw;|6YTDw7{rWvIW4-=c3k=K5PxhzT=5YLQ@#2z761R9iYBvf36~#J(4UT z^zQkSpB~UPkX_ga*tJC;ajN%*>cWyt;(EC%L=jyk$I@vs3 ziFsIHcW`~K(W3vIZRg&h2z3$9iRtm<%hmCqdU%2JBIe`2b5Zae3MdjGh}DPFQn0ZV zwVCAP!G_JHuu{$<+_A3xr>@z;;gyiHnuxHY&A zagCUhQ(4Nxh0)4NW`hnvW7ddbwX+G(akCM;Hwm2%P}FQ*TLPbOgv{>B#;uJ5paG-{vO{mfIQ@I=>_l zOmRn+My2d(+~5MQcnE#Q+_0hpVYSlFSGFFf+ku<;Wpq9c9q3$Ro6ysd1Pzzi81-js z3J9%MG&HvIl~jjkV7HzQ`V#{=b`y5kuDT$B*t9?Y-FW!s(IqrA=9zso|xJ}5Yt zl97>7XGChdzNIA-x!(D4{~DQTveWoy%=Hh4e0T$S^Y~)^ygX2_UUiWy$boE! zf!p%Y>glw4XJs$<`H_g;#vGPr(_9LBBuRJ5^ZOj3!Hb@8r+2i&!Ci8&-bm|+Dd&dU z(6cKe<8Y6@D5Cb-$s5`s7?+{sH~wp$3QcfgkQN>s@Br*usiIDs=b}z`+A+oS!W-kb z;2DAO5Bjo{{@)h-jz-l%u1CJ-qn2)ftAa`%7cl|%>A9b{Rg)WS=69^C>iDcBYkiT_ zs~S6vG2OB+qce+V!kJ8>Vf};kEQc8JI+nk5RRcL!@M-7>>njdI&tSvS^4Hr9C^BaX zMCo;EW=5>Qup4n03Cj0r(1m}ETYFjt7+)#g-6?#)Ud*29Lw}I_Na%qulmh&|FT6ZT z2|IGsxqGlVG!rXxs3I~s-R|xB0C*~A41h51AGf|Or{P@?W zMp6EQ1`RsjSxiy3lLO^QO*gy>5KhJ%wVV=Y1?F1KN`CP1Cg(nlHpaO&L=+EYdm1z_ zasM-nWC&yBC!gM1rhgB6qkCnC=MLsLp492&#Ke~MY`99wLHs{KG#;t^+qF93>C;UY zbM{StOh8l=J!Fslz_^F^WI$lj2qdQjuvt31(7o>S5agh9UvHao>`nzvL$|je^V+7< z(_hucQ*p@GZ@=fTlvAq>%&86t@aKn1i_+E0l}TN8G{I$-2t%`(4zVNlS1P1kf%hSJ^REBSFv0!=nZcK5AQB?8X8i#fox|G4>tU~sqxUC zf|FBuVq%hlh9>s%-*JU^cZ&Zasama=Li8N$E5yhMbnbPUZ}zFQ%LLP6OH%3}{z9ORp-qzb*t$ zGqJ%hPJi&`s{f%Rw1r|LdoC;caTprpDeFfB%o)dnS^ISkWwX%bAIW9+dC^JOmw0}2 zFRz8O@k^Wn+xfRHKJ+2tgufKZcmmBo8qTGP*nfSuJ-0qve@UvkYWj_!PRvMW+SBdS-U_v z@Xj2cZW3|+iM>D0AC?4R2h(gaA9;&yEJ&o~2XqU3j968~|3 zK2QXeDKs6X0Y{rrppX{nm7$&`B_+jnR|@ z+)j{c{lUjKVBt68d(z`(Bin`+pVt%&wbbo7G66&JzRY4=*FyEb$D^lX(pBs0(>OC6 zeM8C3RF~T=t`US>&Hg(aH1A+I#Axr;#08{!i=~R?>g&gkxBJ}{XtLaX6JO<(l^Xsr zTY3D?j!gR-T8WKazVnI|UOcHonnKTl)KY7OB3dIIc5@FxY;q5JH!bf>O6QmuQOSqc z4o8TV;zx+fYno74m*sq?G5IZc^4?=8$Kg67fj$ZSi%8fVi#Zdom)1>_(lh`KI6PSIE998oR`r za^v-s3d25V^sXH_^%wNp8AV?Zt8|K{U+gGqxE&HrVbQJCbVRQh#ZGRH8}PW7T80sC zx8r1=lH^41Tufyd{_7Vp|TTCTj|*>iwcctiLMSHQ(j8 z?(XtnLdW8SY3}Pz(*A61?kM>>#9xxxV&D+SZiJE?v%O38L=c1&2tO5@#sBHToFw_t=fbDu{nPaS; zqb94|6?{W2T%@PUc-N?1xIf3V=uc&?UJiyqb2UytMC5%sUo+#UHJjpvby*s8H|#3J z!|mAD%QJfD2OhXSQ=+mV>iuk+6#s#z!L&uQD#V*|);yC#EEOf=yZa5IMhc_Pq4!8JGbVUZ*8S5;g=C&D4=~er~+oOR^g!cae!{`p=>x z0hT-SosO|&i~YTh!!Ir81!{=$#r(ry?)>ajtfRhZOK0t>9BKV)vz)R*_{*-{#w1Z= zzMV_JPrl3`DicF*I^ky+1@?QER`kOy3v$_J%Dsu}8#gP(_m;Xl@}I}OwK|EI#$MdZ znw>X;$sG*5$rs_QCNz)rT7m%Y5eLv^>US+!NPa$f)l;1rbM~gOwa~s7A1D}QeBa7< zm*LdX;|xn}Z*!|Z(BBW!!;FjZEqqTh6iIz?oA_{GA&K&4+P#4iL(kp5t*OuN6(Yn9 zUo^_m8GH+hR%E|!G!(vD2taP61ENr45{YE9ws|YY!1Ge@XaT-E8f`Mn{7#t^=(?eu|5 zioTV4+~*%Z>r(jEw}8^6b-0{#GH)KxRmWi#xE{Oom%lFRk`(i;TT708Y?ppGeD`7b zy0HW;RE#Q=Efk2kNdB=cGAiN_ZhtiUedXD6P@0VsT7Iz|B2Akq9UOQ8McwR++kW!4 zzBV*-r!J&-_gHslh{QJjN}Hmxp|Sol^{YT&q;R`;H3CasdOmwWqOmYsfys{Scai&bETn?9UuG0!( zy zoL>flSDE-FU82OnBCUk(8?tvLo1_}QD3Q0!U8g7zQp3m2P|I&8F4{0KDOaFv-g#MZ zJ0K%we2-FPYVGLZJZG}|rEq4NRE5XtzI^575BKh>C06h#hFe3UHkL_>S?SEBVV5U` z8U54(t6Yztpilh%uT1y2KT7)(l1@(*Q>?7Ya4(mz1!`1CF>EjnZ0ak_*~fIGxDxdj zSfJCDzNuT{&W3H}(VyiCeVNQ$5S4 zF;+i=JKYv4M$dC7@~9(5z|)PGi;GKTfz6caclTRvjQ-^trL-v3trw9m)Mke9Ct@i% z8|YigoOZV&qnjEGbPN=UoSLbx5iI+0Cy6uVZBX>}FpNB`bS{xtsKyW1O1m-hQ<*(BVVlVq0Wa(HN&OMEk6nz{5envPeYh-7fdtAXl z9ieYV{)C7-c^==%2{74pNrmQ`$b*9ygO-L4yjFC4a|fFij5yEEzp(!0UzjRmasAuB zZkP|^cW`ZZHN=T1Tq-GK#_WjcwT+O_id(*hKYg|IP#1EzKb~hCWEZ?edXS$lT9Au-1Tu8 z!K{2+?PGR_TR|x`&Ck*uc4v0EChu_ zkH*XX^VFy2UVoJSUyk#6IXDhnT``vm@z@C?5xMJ9cTX=&9N>wW4-aF(8QGC-KzM@i zxw%t*DrbQ)+I`Ku1U+{Bgtc-C0kUo6!JVzC@=dmZR?3tY}8F~ zPp3FwqB$>pwKSiZu8TQzkd2ef?OTo^QjxH~9wU#U2^wWbu0=zZ!QL@eH*PM1xU9Uq zyv75%ZmBy*t`MvRL`2Z`d*X@}5PrDJb+bB7#6&4?aQ7~P#(mGqmzOXw5AyT-9(Vbj z->_*2IOAbLdFz&&1-DDqygGutBJBhlPhP@t`|n#lpU5-V|GDbO$cWM{sAH?iT~&!4-IP zd;$U;N3`0OYQ0?!Ce_KmV?G?{xhIFILUOX2o)A2pmU)MST#&*2&`3(2V}YG>I;Y+U z!8iTT(-sh3QCyNCvW4fT3s4?oT;`qTzi{NUcPOx5|0`}h4|BqJ8c*sJkH+M_=7l+F z&Do49jr@y?UbTmJ=<#n<4!{3jf5`Bcv&p?sRu0#mp8Ckc>4CyOx#@Gna7j@S5x?Y6 zr}_pSru|dY=kmac}BoX2B73=Hz zgSUWB)Im2L?b$7p{{mehxZw#gBity~lLN03$6tl?L_f*@IY8U~N9QR_`_}#Xy|>bT zk>IyJYY*<}k+%N@px?T$J@}`FoXF&4_rbU$5=-$GlAetS76}ta7griO!|3d+jf4BS z@oJ?MLQVwcn98a=3IKRS4DP%uO;L)|W`P39D!_k5zKKdoeujLdm}CXr-;5$=ERwa7 zm6e?WP>`WBOovO>Yp(ExnjL_p6#e$W+dD9v1)q|N zmHzM5gGV6SDe)jSWYDyoB=`}>MLM8r`9of>X8+A6u*@XxHPcLD!iD4-P{O@lgk5-SRJrlITvBA-}{1IJQ5)1_o{M@7ZJT zt*0RC$IUA)Pp{N&)pW#2-FdTHcP3NlYyz_Q*XE#t=66Y@0+oTC_YDsH_p*RlOar5Z z{(<^hJb~nZM4r}9tPeguEQ3S#lRmty5|_z-`4HW&JlacJ0s+`B-Z$hC43+@P26{c- znXE;##cAP^@jis{4*2|8x1|(ZuZnD;+0adWx}pU@0)(YmIFX_Wh-5r5tLfo znU@^p`^WK6NiR~TMdmD-Yr!IQ#J8WpWYr7gMJhj*uZ0X!YrV3!tNZPQfh0!P8nc2? zDD64D>D!?(tGG0sUvXNqbiTWtVS-S1_Yln&4?yh<5_ZMfTInt=qL9m? zFMZ6UJs&_h^KJPU7hOhTRku6a7}M1Bw6-&A7JxanRfD+LxaLAYWR5obUNIfdMmJ9= z?%mQQ;eE(=_$Lqnz1E|T4^W&oD-Y!(2Pdr*T`KyF=|_pUe7So80veYAXl(aIhH`;c z(Mk3>{L^Pv?hb;%hsqi8qsd3gCK4JHCE*c#E`E#N;>GK^Kj%5u-O2M0@IO{**z>x5 zA1gSIk^FSrU;WROA3d`=JRWjPr06#a7zXD%@>8BCG+w$Ny2yO4p}yY#Oj4xoh{}zn zjcpeMcn6X~+w})!KoXIS6UMPR6uPPYplHM~t!%x4mg-OYWU8XNixN=lnz2V=b&aUn zbq6ap@Ez|;<;i}V_xsJBqz91AVCBw)cVc*bth{7a`BwO|gNe(}spaO3sDE0eX~Y%I z&+i&gcD8%g&_Vv^p;P+3TH=L-tCK)~VHF}!RI>@Dn15|jq*8ITK#Na2|8X9v8tglw zfA$UTYWlN^DWgUp?!BVStlS|K*(*I;-4AG#@v|`nA9USXU33f2wyIV8%`a5>WX^y5 zZ1V&#+zQJ>Y?vjFZ)q;gNUf0#6 z%S;A%-yv%o|7-M&znG+`{|4CPDsm9x>h^`T1PGheP1c8;S}bFull0NTv5 zjwXe5?)xTYosB{OLeh11U`1{f&qm%Sb3MpuisDhBCuL1v>y>SoRZywR7pt>U!J#*# zqPpSgB*s2dH0ngI;k+6AXMRx8L&H+EY7;7V3U22+?-D3_HBTOzh#96TVT*fn_n7rb zXId}^e_Wn>MGSCP?jySYATG|HuMEp6U2Su4V}8I*6Nq}fQj8Uy#+#!M_EP9YhM8ko z^4#~}*kI0d^J(wCI85}vj0%j(17(MN65-LP&)al{I;r?M1iPv#z08rtiSO}dC)P~b6lR$azI@I&Ya1!&`AeLTE+B7WJM;! zhEJ1YtzSoyPdTUywYG-vI`4&UR`dNByBD)AzNmji(|w$R0gg3{@bT-`9O=@1sCgzCH3)H({Hix5iF$%6_mc z+TD)=Lq%h?sB*_ZER8^>o*L(=GYv9$(g`)>1wiF{+v=Rdsgv)V_8@JoYT%dS6=;3> zu|spHXJPO&tI0qpn)b+4q8k|X#)<`k*3ICRek{#UWfEhK0ml{SviES zt3pPCmoBSfFI7~4#jkz(;-=LyOShT%q3{;BFuT{sk4)3v7xUJCglSZFoFIX2ZioZr zdb~e6!=nueeX${h!7|uT^#&>&w^!7p)#88Rl-yG`Hcl@dAuNwwRVipd)h6r9`*y#N z4VDx#DDtU@J_H}F>9rO~{xUEetkb<`X^ayRG()1i_1JtfX_DkodoE@1G0mLGuY1y! znDpE3O3K_mc|$stvc7XPV%P8YD78xA(hAW?G5h7!=Q0K~lKvYy zPL)qL%cYs7_8C`bgq(6`E>3ap z7+k%J1u0gt<+G>xJxpeZ8ZV=Xxpk27z_?>Ca_`=`e?#@_5UQX1%Y4B+UmfRl8ExNi za@>dA`BzQgd5g{hM+h1Ar^Jfjo-- z{`fv`9gb!tlDc_vFlJ`*ol&xeyFdV&n4J7s-+4M%Z$Ckd1yomwiHQlFUY!{_v`)dj2(*EN8CCj_Z^I}Lox$Z(8p+F?e&h4eDytC~ zJ7mEqJXxD~{S)qmbhp7vZ8b3~o`1wglaN4QdcY2{pSs6DDce6R8`FScZ7U;p!9>EI z7r-dYT3J`|LcqK1ZsRkm{X&K$v8oC&o_hBi{UJ6Sxxgat`v#EZf`Fml^8L z-&DOrtC0TaO@NSlNGtFDvkSPy4~m8?y;Fi5L484|A&8pE^~lMpB_T#r5{ctJ+>i1@ zSY#tE`zF9G4+hH=<~j;A!(0H<9cIGx5XM8U)9(6PTi$Z@w7frzC0heV)6i5l5IjBk zqy5q221w9J>?BrwRxUD)1ZHn7@qXc;X&@xT>w%bPvN9ThkcQvs&wjD;MN;5YKlWj~ znztYl3_*AV3~08uo@)=9baZsW)|xpxITLa}1Nd#p7o2w)>T;)WRT{P752 zLQY4!vz8Md?uTQDT>LkYke1c7t5oIRVO0t4nRjHM!mW7|Wwiton;s$e4B(P90_Rz5ILdR4e_AF!y-@c) zfWI)#HZQ8ggoS?|`DHE}5eA$S0BWJPnj#=)hmptz0(OMf-~x8ML1$t;{J)qy zW5VN)-19@^-4KIh^}a4VGN28=@Kk{)LP(`MpP(gmtD{($u-ZT7t zTQ^2vca^5CmbL&(icd=5!jD}4iTu}$mjwPHA$q(QUaiQq-}!Ydd4JQ!wTkzOlyXY^ z_Ay{5d&UxrK;in{diF@j{yO!zKlXS^@t&Y^Wc-^x*h%AISl^p= zzUgtSDA`l`I*+j$Osg24U7OcQ35jDl5}TEw{sR?HGb5r1h3fW+X{2cV{2lAaf7$=UsnConQIG+1ITGk-&-fkHd+D! zn5YLxOL1;5MBPyomz4X3d6cq{H85!-UZ{n(qakD+ySeA^Ez4?hz9iqFb@5!R_cQ%C_jsGlJg5zb=x&Bx5uw)MG&mqh zcZ7tS*Aad}QQ6=R*wyfjg^mPoC5h&BSYeIuz1{`&MZXnz>kTl)=^&P%u~k)@HvwmL z9m}xN{sV_N&A?0=h;B^qJ%(NOm)Bvfg@2?uEWvXyUNJW~NPpMS+1Xr+OTrnn ze~S|&SMMuoO&EE_y)CbBnY8sD4ko96oh})9d9&Yb_ADkgFm>H%el6S9R}2pdxz?D$ z^5{$7Nf!v&L@z*!^sx~K_rEd^W! z8HJF__q9@IgLcj`q?nekUGjzbiE+n^d8ZvC8FJAHQ5wirat`I@>L((IVOWEFEoTG7 z$ix7B08D2lOipq+H)zXulru@6^y87fXQXTHqTYsTuD(~kTM@{<`9xl;AkyGY{Np!& za-H{WJAZwKx&OJS*O0t*ybsWFWaIp0X=No5Yih?HucTZm9eqNTeHR37=~+<&=_w;h zmbc{Jp_BZ*mkBJWQ0!D>9l1$wV0)zBNtxTkIPeC?pqf16lw);W_~p5C7b)rduafp( z`pfUsmxc{c2xZ93zHU#y_x-)^aqNA(`;Wb!|DH*=d)@2)Ue|e@=jW1t zRPtBBP++)8g}zO*)3lOmypn#X`GKv(N3vQoN_g9_FLafxtx@d1?sXG5v+^7ju@7zh0}7QwFQF-BZm{+f z$-dDcmyCMS!j{~SvbyRRbJ4F!nzwP{E z02w6(!@&%FTJkA6zE8#eFVJ~CS9<#Lf-zP)tpRP%Kik|@$YeQ!#s?qb)>Bf}4Al(u zr)loEBz5rHpuCM8F-hBV3R7!C~JF-9{>S zjgcb7VFXeD(OIdd^EW6IJXAfPtwb$WWTsmQ^sDO$WTupEn4Hz?20@yR-K z-b(v?Q(MbP>yt6y5z+}L`%zFKWH!EdT#QMI<5v*{O6_ym2+!A2kIGrw4QLXs`y?Kx zME|M7wGq*de-u!9E6D|n%r)iOa=82LqQQk+{KfypgxoYyb-qK3^&vmUB?eO z#E>YlA|^G+lhkXTccaLJP}GcR-LqrM(09d$xERuE4p}g!Ctq4x`d=@n=@BDAmqidf3jEGqC#LzXK<(mUw ztb0`Yp91(j_)Cs4SS{QF&7!8OVpyq2Qi?H`2z-ZEf{EqP*1&n~Wd}UhS zgv9&D;(~_wPd9bkin4DfWmkyUdiUJf=HNF?eDgx?zZ>NW;du$)gj1?feTg3eaQXcS zPJO!53=R$sfo^YSXDy)SHq#QcZ75JO_L!C~s?DpXIcpkmOIL)7lAfg8;Jf|JlV*&& zc&8N2z<{7b?daEBW4hL~21j^)FG=xuHELrtD)T+jd7cqShc`)9&HvmA|B9t$cwr^wp`r!$we!E)P3&MzIVds`=)9v~gp=TKQn~ z9tteY&RKzBQ@I0)^VTy#vv+EflD|_OEZhrgXjcKp=p+#5XR{@pq zg+Zff(e|$u3h7vV_8I&lM~0v+b>s@}M-`;z5RFys_kU=tV_dDjDj~b`BtbX7p>}K{ z;vC~KbueSGYSD&ihE28xT(~(|(8$QYV0v0&<6*fO>t^y@Yu#rY241-rzwgC=O_khO z2*^b77{>8F3gq0l(?{Lo%pl5P6Jx;87)cwZo)TWZYTJFsK2~*eX@_okZO(CJi6i{T zTID^TR+L$C5cCQD1*p!SDh09g+iu`ltp$@FwfZ>{#$kGPJOR(`HL zw>R(J1iOE+0^cw9SL)n~e_n-qv@rXEGb^MyguNBgs;QurLDhtKL``8B0cl8csu7qK z5MVIw?p6##!eEmo=jR&?g*JvScWSU9#rYAOq}L0i#mx`CO==1aDUe@N zfQ`XOD6>Oi+ZqG)Mcr_6xx-8}o|po%*A{QLmhDOyU{6Oa~3QCQETKCZ88CP))qzdm2un zlx@_GCWxdZkp|INe`U6LtQ5B~XRkd^VQ;yTGIMa?qU!zH7s?rpk0OBu6CgdA;qM`_ zD<_Cu4PV6GQc_al?}sip9=e^`&rWXrbu_Va-EY?5z5haIji$Bmp}Tz z^p=Av6t+kf9mWg}e&O?4;QYF1N)n9s#pFce%i(8Hn9eBV@qgsD(yZ{MjX(XQp9X~r zt6FX%^Icw9QK5cGgPJ`xlswm)W&DP8b>{+wUwJ@j)hiPo&OkM)-9s5qyT*kU+Dw~& z;|fKMOHFRV3L9!uZLOl0#(G0c9gj&QZXgf#6Uw7v(&li86FY=9&3Ik~kdIUtQcsW3pL2UD z8-L)j5ivLygq%y6o^{#Kij#>djsS!TjlnkFL1fztLR14+v55v+>a9sMH6McnVtfo>;>q zhSq1irhZ|;yA%}2)7;V?vFqnxYHOxiC%cd9Kg)3Nd%rD4%a74wa?ox$FC8UE3+&8l z%(_%mRFjB&Q;NG^P+vSp%zd~})jj0?`^OcKB6yt{#9uNh(S9WC3ZBc=$_dZT2ii^4*cPB+U=ke z&%Wbl93gzaV0O!MvG5?pW0Amn#cn54(qxxuwV`k}<=9MoZ2TRW1VSPwq9h?d2 zr2a?-&0*v?lP5C>VP=BM8S(Df$}{T(CEh5@d?a*_L^`y3;DfOloD*xvM3m*&6(9nb zRG5MJXWxAASj1J`M>Z>|ETgoBo<;#VEbkeI$Z(EkAtd*<7#2n<`+bezUlbsS zgol}#5R6m!qXu0oiv6Pn3C<+#*UaZtwkdkj6UZ-!Y9cYfYf`(2+SJ&;(xs~=dR}p8 zZ&l1u*2PuM_1xmOptzri&qeCXBP~+5oJUtqiwBULt)q`O2-eEcjtbo;mcEW7r`B1Dp8B%Ha^JuVRO#gR(1Pc zg^sqA)G?P%am;%grwMQ3t{Qq&obw=tt<7!x>2b1=^lt=Ep!`dSm}_Z=LNfppatmI; z7ePc%?f;21aOt8g$whIF-n}4vaX{pV=fv3RVKRb1bL2{E4Og045r;?DPAFrt^_W5pF4@ApzBUP}+G?v9k@vYob2*Qalt zOq1g~lMddR%OZkW$;OZV48JHH>3ui+sqK7^#C`U^g35>Ae@Ktk)Z;|^dRh| z8nUSk>5#4Eh9MtcLq-X=9hi|`ymZl9b++XJCd)zSYCamDLcH!I5%lumV9U(H{l1-K z!h@x+*_jKT@PP4SUFZp*Wa})0J{CRCt{f?~9(dYU&gkkVT-m|p@R`!l8_;)mcT-V_ zx-42xlVC@y$_KE0PG~m`?ZNbPZu36Mg=Io`X>zWRsFkb;HmIkMkNiP#bz9Lw?$x>o zZE85&urB#k%Zf=uKyJA}dM@ro>KC+o_d_D$7zk4pue(=_d%>cj?KJ4E{rlUW zF@W!Fx0mAE$<)^?PI=zwB8x>7(Y6uYVvBo8<)vtm)Gz!~7?GZqCqMKYwC2_Y!&LjtbL6GS+UZI_XGVScl#- z7fr?&EZiBrwEo^_g>6SzdNU6CZ~nFDI%b)IfW`S1d5}fcza{{wJ;5m8a>4|L`%Ct ziS&jv!GXeQLBK{ddFD~y66KeFUXG+eMdY_iLc=?h=&wC|;t2@gX;(x7bqFga%Y;nQ zi+VwyE@oxFrwIThWV=Qn=P^(&fjoqq$R)nh}OW zQmRonKAyQqvVYKM7*`)NW|$k9G6B%jw(zgZ4>v7%1M2uWPIV^dhUBF6Y^b< zQ8AxIcuuAi?^kz27j?qv#86e2;!e!}d=({!{0G@QIqkV1ju5~T*Yix9z9Oz;w0l=9 z@JOQPUy&F7{ucD^AJ?Q-te}`4*DFWopbnpI>T<`-B6E(^q1kLpQ3gG8A>G!GXBol* zUSdTJkN<=r)+tuV2ftq8@pwpLfPA=8mkSOvlly`OWWxjYJS6}559t9L?jQI@bc-gU z>%>o{`jl&_tl{*`3pYd0|54dL7#)*Ao2E+NgD8!s&5@5jph}&STtcq=WB)em;fu_X z@K4mh-~?jAcl)n@MgJ4clz}Sh6wa{r0pd)%LLMW(<{SMVh=LbiZ+RX5Sv?p%;%(xD z{3t|g16d4iO2+YnzxAad-oD}YpTHUmcvR^kTD3mdqyA;B?1ewKcuxLb&P$nh00wa# z4Qe+#xkf~OhSdEl?c0}gVvaoVflq|auYmA9k5*lYPZ?S|LiE`WA!g?%*{%FX35gaUSpm<8@hcEP5I5dY zIU4c+DB9BibfKQ1dI2iWAU7Y=3(qM@IV9nJYKilpzZ?9g2xx$m)S1tcy209kI6~o_ z{8EPhkw1Z1;TCK44t$T68<~9Mfz5ImV#>aXzVcF=h~`;2!uI(3Ju2Eu!848u&UqTK zc|R9MF1T&05ULv$_;!|a{+v@6L#dZ<#Hnt=Yfptzld+<9F(-nC8{PD{@d7)@HPaiK zEQd@%4!r|~mnGF25}5^qC)7ELK=)|JcHeV;ZGXG<8w2~oLBf~Q$*vgUrJHbFQ;_uZ z7Re)#2bm@UYJW(2^Btm6yW=az5)KAv;HIRs#foTvsCe(kZ;-%=aDXGlaiyyau^z|~tSU0Oh<)3FFnH?}^q(ThzsJs*%d}3-~;6W-=)^H=s z#8n6?w!n1gAXMt>do+vYJS&gRgMs1?n6ZKf0>fmi<`3fcm>NTqk^B3qYTN>btkczZ z6D^q2s8!yeNIAquP5nN6pS@of#Ev!JUh>)h#{q$Hq)|6>jz2o|Y;$EY*NzkLkcd^Sdu~S(9AGG+2d%`i5t?U4~gPxWUMUn*HBgQOhI3_MOj9 zx9+$(nEqPwpB%3{!na)Gmui&qHzajfqJB5H6mE1%n(Wt9tK-m4nEs@cQxY>`S-SiM z<9oRi!`tHx(>1jFzbYpuO_V0m+o9&?egC&gG|8`Sp`=#e`SS)PC5*&viht1 z)thryGV4Kg#ZJMjaFp2NXHg4|)8j=a@jZ6L7+&`1kJGshFXbQDRZixLZ zTOSQ7D|01Ej-Oi5IZFPzkb)_kwo&5J@!v}!XFYxgPr_&EOizB=2 zWh*;#*bew)EXn)S5GCp6oK&2N?YDqp%5Tt+Y5>+UuiI_nXC@viu<%uZvg^JDKy z12_b%i2lD4nrf;&CObSBInM1cxX93ME*0Hv&ZX-y9oL;XCmOJKdZO=)i+{tnYx|3y z`m}U6rxi9W3AFaR?WJK8XOKryZ7}}l)` zXUwd3MeUo{qEwE)^;a@t)#vEsu!DGB7*Uc4cx}aTf{-1~ZSW{hujEmAl&+(FzQnP* zpzNqf4ugudpKd=!cU8I1F%S(Yz4sS%Fj0MID$8C0hqPQJ+@MpcO|^+`iM?CF#46DR zjYQWx^-8hqTsl|zxnIK7p$;2EM$B}v;a4=8*{)6+Ps?0$e;q)%uEQH*H9{{l{LTO*3u?s zksTS%s|RjP*T8l~w4~p@dh=I91SBINw1LT`_&LJkxpHKDOiD_Ug%hlgCE-U?D zxw$;W=E%uSo;~WdZcvoZe&Nb8Qk)H~IV1uv3FS~eT)5N~)DnjN5~w++x%$~+!FKlp z`LVdu=O`dWrYrelsMv~k_pbQJyhQi)Z;uz@>ZG(HATJG6$R!rgqmE1|=cTKvbx~Ho2zvkA@ZpOO*1ef1`WsL6mC@+hTwn9%5(J zF(tv~#~V`>LX?kz>eK*tT_VUX<=9~mqF;2-)qTFibd=u0m2Dt;THCk8=flfptzK1L zZugrm*8EH%!2z0wbdQv}EDk)#-u3GKHu(70ui%&vs`EzC)kyuB@^%iKF0zN}<&aNXeKjho31Q=S-pDFLf{(IXc?g&;bQ z*-*T=N6W^q2`~HrMiA-YO|?JefQZXO0$bkgD-NjxJNbQ!2G7)N_(MsBOXm3>t@bvTQzX;im^Ak5G|?Z%ZtpT3%?X~o~M5zhiG(91|jkiCUF{< zU0|WthhT@Gr{;c~fOO`d(wjj4tBxQo$7ZN?^o>ZI=M#T^`gEJ$Sm8Mxxw?Swm6LHg zYmm-p!IoaoP1=I?GYH1sF%!TVtUE=igBT;}nihzlcwWQ0pcNdynnqCH#8WUp-e6B> zR+Kzd;0K|xC3*d8wiXvM=S1{MHs+PoZ~93B-Y7UOjMdObP{Dh5%ADvkNJqdm2GROpJl;>_ zXocLoGs=~bAaWmXJ<4IIvZY_M?OvGmgrJx)ad#GNo$xKf&{QT5Bk9S@pME!NYwdhf zd+8V}^rEXhDR75TA4BlWn^tK>ZwM=0E2Q`<8tF}dd$P(lMsiGm+6#}3jip+50~%#p zVkzjL{0;4apSSY-a&^PA;r;&&Spt=ozgfRO7|U$3@8>UWL^&>B;i@7Wqs5 zPHVzmf%khM$FB856o)E&c8MF+)pa+gwAfvq8|YzH_sx#UDGv39;@jOi{0ZUGI16;O zyHlOhR^+V1GL&?;+Xf<~l9oAM>D!b}iWpE`Fclsfj{Ymc)btQmrwI0-1~BptxW_sc zuHGof01T!2s@(iQ#Dn$n1QIFj6Pi>wRf2y8@83+DN!pbi-Cu8^MKp`un>4JgV^4|A zGXOQDY~X(R_;;l?r23K?C$`0_9Tgg#b+h>E%#R@IBP6FdHuPtDbE zGus0OsAnHjbN}c@6&Qn_pSNeugq3`6a_G?LZd5iugOTk;Tw!)22)70lK0&SuER6F9 z9y@k`@EGstS|*I73bH!3px$qH&|bYEOEjKp&hE2>I70z;O{nwGBKlq$%fRMLf^B^o zaMW4>a-|Zc-VLL>Ofj;;ANm;zSJ#d?!$%YDz87SZ0YY{~En`Mu_i80aoLjM7ohQ^^ zQkH#JJ*begmRanDlHEC;nG|Y4aJmRK#ERz_imAlj=spSqX)P0p5ZLid!y7kY{6gVr zYEC1uikbXx7^Scy$e*l=LNg&Zj~`BDPWKXg_R2-VYk0khX%TJLti%Jpj7~4ypzv#$ z7ul>BEvlD4atVu#0TBS16qv07BEOIBu4qCwCwzuYu{@;=9gh{)$}BWQLBU*)B85!@ zLPr$L889V54{~qotoKi73gzhF-rLqjUyT!G;(ZOdD>~T~pLnYlp-zeQ9km2TdzJ_~u!hmXk`SOdmY!X6dSV1_UZCA^JD7#$%&vVG;n0oFumh??r^zk zguHXSrvE!WUcR`C`4MSK5fC)ymhGkW)jqG=P=GtC2{~gQ*3{<(^Osqhp)r{1`gV)z z0yXQq7=e(Uj=wl?L&fB4#Dg>WQXD2bNj8(qJ2c*JMru-uuqm-6p*FVSM))c|*q65Q zRBY@x8gU;Zr5DDj$8?HIW=T(nxhK2?KuHxchOIHSHM-ZX>4`()Z#pF}cUt$G#;RMN zt{gO;oISh5g5vKj4r$iA`Z{(ek9w)j0qJK}G)^ULj7zjMixXP)GvrV7^Tdj_qC2G2 zw~o{gohG$H0?@MRpYO$`Rvl-x&YbCTG>U7rC3&gN=bSB7f>5qtj zIlab}K%BUT7WI(V>p#eyG^d84>C28;MwU<<>8DeH@94EoBj`D^ya~EWquQ@>+D-(@ z$UjeP`yo~^WKDG*8xhIjH?SbLt!=U}sk zDn-e)LtkFec1?Yr=!6d<;TGM|)mh2b$&bgpAWY5UOuvg`ZX|zG2USJ6RksZ4)gVvU ztz-5=klasTwE~E(DoPRNe`S$XZCHCXIOb9QUB-vz+Qi)VJryPlsoJnhqFWn+6Yw+a0Bs|LmY)5w@x95aof4f-L=WNfP&PA|5P*M{6S9(yH_g1vkv%u&KX7$E7^y?&v z^T6eOia>4t-D@*QLp@6;HRuhso@f!7Qzntqd`p7w*%;&TIEe=p!BHJcvf~ydQTVHK zE@uD5AI5ay{mO~m+aK%+j>|}E0SZlwiFQO=&+AoD?gvMbj1fA{m5iPV3%Y|eG4nDUeSBSj5=__qI~v6k;ha^1ZUfXm%3 z9|89t&r06XH^-@hhuvXy&`a#BW6E0B)($_N-t;22bkfGOPk9*2DSzy^1aYw3+}vlh z9`~Rzm^QxVGaLG8!TvS>O%2Wr@XVvgzHOooKZlWVBH0T$_ipMiTxYBMTYKw#P$caGTBw)YzOV*mysegp5_ zH62ocYNl$*`MuValEczQUbdD^^bu;0T+hh^$SO?JKvP{yonzn=o3q?)i8fY0>O9Xg z9_J)Y{_E}fS9s0schO;_r-<_5)i1lo{6)&0iJn1s-FW19_nG=I$dFYwun6f{+|iMn z{Ag{J*A1?eHzQ{4qJ?ym?P_O%NaZlgObs zF|L3Hyt(qYIhYlwxOqkY{C~GexVpN-3;8?6dTet(5Mje|l?=`j#p&V-#4vURMa5uP zLDmGX)026~l0?LXe;~@XfFENX+|U>5`42q$p)aX_%wC&^cD4lq-9|E(t;(D*2N;Yo z5Ds1%AEBlUYH$UE{uJ1lL#`YD-SlsC9|$MtA0(z00VldxG0%e;tEmQ9bw$@>*r^is zh}*W$3Fgi3x$?>`au^;UBE~bH>E0HKxy;5EO_}8|(^2TQVz$C)yEIyTU`^QTd{jEr zj)(DKIFd;R#AcgEV{+qBHQD-0X_8_HzzqzC&p-g|*-5m39^=$`q1@iIcSUCHoU2Rl z2BOi2VWIdxAjA_PlnT$8J9*B6*RJQb8y zxRLV3dGB1oKWUmL*?tdCoT&NvHu&IEMp4rIp?9Lj&;E(npgb@BA?ZE2`v(z<`uX}` z5DU+R#J|YGAKCx;WdKlq+ZE|E;ID-L{SSNf3O9Za_65wGIaDvTH)RuJH{&uN-K}tN=$02CzoKP?iWvhMHkvw0g)B+^cO?0-AsRlso!s zN1KNe*b!a`Xta#f%%=vdowFVkIm>rG{pWh^CdnT;=Jw`>Tt)a44{Y#d2Akh`8jMq% z&X|5>d}2G8olY%B&mfYV%o_UVryeU-!J*&XKBI81bjV=qMiYX2(b50?7kAkBnPZ%7 zGz4wIf8Cb+fU3vb3o$ySUmxhfdgdoBFPi_cAN`N-*L^Ja6Y%A>6T)NqaN#X~v)LFZ z!6fZzEyTwUP8rnR80qada33&3=}uAs5b6a0O_;;$7K58EO|WA2mKXiT`G2EuqXIsZ zmk5w>JP*1g7aa(V-qhohNB#@go%Ti^;z|Cwl@B>qMJ{Xc!qsQ>9hb8c#z%{K?| z$Jz+7o(HgjXG@2;5ue7VPoFl1&7nf?YK+u(N^;jv!^Z0kXg9R}4Wv66sdLnUkFEL}tz27P#U zNpEoG;0whXQO~v=s8CPj|Mnn7O-Z|+dkQOxebsGmf*bWNkto3x0cR{0fEl2j&JC63djjg64>~d=ObLq%LS1X=1&9R?Jb%eLPypy50$e>Y zYKjdR5NvINmvP&9JgZW;ytg;97eEE}9E)nOj$=AvMG!-9E4;4uTD|bMC`a@N97{*P3Xb>XD==RB%4t*$P)kh5Q-tTvIRyyrLJE7J5JR8FkC%p{F z^mFu%Ibn)hI+Ppf4%x+6xuMe~hwA~|W3`uYD$!Gty}CO}k-qKsYF$qv_UW2apN~lTcJ@hE;&Nti(cU0V@{@nzV8iOWce0Y}c-+i&u~JDI zZrwG84RZq3Vf z3+wh_!CcH;rm8oB@Z?t_cEC^dIkauA>eA?|3o#^4gM1qZbEWYfQzcZT=T3&8G-LM; zdx4Z3^;>V3t`A~gE73jS`sCptSrBKHHL3yB+5I+a7J&3o1*y1kl#Jg`_)V$2cXOVa zAA4^;x1?K_lCT}!Ze(B>{wATUtW0Jf|Lml#PtXUOp1Dh{2vlF_Ke>0*@Zj=S+)ovoJ!kIqSp(Ik#F(LP*V91`&1GApP+0Wh*+93yWD= z;amJb&Xh+UmqDYSuyQ+Eg5lIyq7qR`WG>kC^@>E;~0H zW3N2P0jKv)82o7g@*9Zx%MF%^Pr|cyz^mC|l{r4^wMER3z8NT=`b8H}F>ZOT+3&9P z$EX|bGF@*VdAhtGdzDCQ9rra|G6zaqEA9Ilh&$&hy7-kJ1B&vo%-RDP9p_49t;Qo! zB;N>7z0YP-X1n|IAPsV@3LfHsQM#gPgsBeDO}L$hKxR}fxeL}ANJN&p4LxW$PHrnB zecXHcfK`MWDY1s+Pu?(#Wlti(M}BK~j-llQ1!?~C$|B=re$fTATrB}SbqZ|2pDKVfC|94II;Qt=GMbfhXc;13BuZ!5U4(qxk}G)1$#6Cgwc4Eo#k`w z9UcGQJ1=A+V)LP0CJk^Du_h06-0Wz{zS>zJ48;zgWiJPRF5pwm%ogA5o%R9S*0j&S za}shgg3e)0c$h|KI~8`LvLtg>oia|MW_fG2qI(Q0j-UFAvMZk!5;DsVWQGXE;woIx zjvYZYv;)9v$cpWE#=~Iim&p+pDL74vHH$1{;kE8SCQ%F2_>;#@A}_klb#Swpf}fTR zw*p0ktfQ!xo%l?S^!YnQ?p6(xtqj9K2nt5^Fxl5@G?{`c)ssif1t$ z5_7OhMN`|pJGEzak~ zE}ShYUARNRd5)P!=GGzr?O88f1`mSdCyRL(kdZfcB_W5m!=fp7Ef$PE(=KRKow-Bh z$Rg!1FH&2gP!~~uIQ0Lo>)d~@f3CEwtH7WA)MfnRA%vgZmLO>e=N=n;hKN;y2wuGd zDl1qaIM)PX0SyJK3Xn}gMh6y+kBP{dA>THDJNN2aD+ZJCj+JPXeQDINN0rIMizurRf&}Y7Xh&nbDd+jf|J>TFX|<5 zlp={i-GWEQIw5o}b>aXE_RIzz$wI*5Bkdm4X4}JgFm|zr*HH9Nd9L?R6lmGSkf;vM zr7vJ*cj3=PxLuKW97L(}@7oC)|9xr`zQ86>t3V-k3D8Yoc9%qwiGH z+!Xi0!Y*aN8*#vN@!A(PsNjl+orkbyJUy^ZcYMui1KygGh{0FH5ch%e^gL4bm?Q8n z*w6B+-3+9@XoMDKWOj?VdCtqa7r^LNJT$vI5Ju+OScjcJraK$IfcR}QeHUy5O29@i zlR*IQk8pNdH)f52b7F;P`pPdNwF9ADQAB2yV6=SRpD(>M0~m()P%1@kBV~XHFjTf% zp?Yc0<=TDFH8X+CETMpW)Y#?Ft9>WVPY^y>dvQ335ffA0q>iO<&rNHG5(I zyqN@#e%XimqCjYFv&;zo_;$#dszX441-4JHohygzhKlRAcO>-mG_cvN6|tkj4Gckm zBwe>}AsY^8hvYifVdNlO*O4gwyv1u2os>3{%b)BRxuL)wcNxq${49M)mCeDR4*BG8 zI5Z3qQ+bfVI01qnx8c*=Ojv${%-#CtH!jEqk8FQbc}swWYXNHbHS#4b#<| zD1GEC8Ac84EESK2tSnO3`Jrxh*vp8uf8(~ZdffxE*6l)Qqx6}KzYSLEK*kqgJg}5~ zI6NT%PQT7Z^}wXSDR_W%W+hHv5WNiMVIgWI`hY{IC*w)TH~(lHo;wSgA@yVI+9!LE z2goadUen@35*9;W20k8wo#IgEswg>6u}l^Rx%nH|5;2tL=u`&ZwWvO>yY%%O*w*Y5 zUZ;xD85UvT_()7nB;3abQ30FKfJEmze0p`}vy2#dEEv`?)5;ht!+YrVNjioscm#Sq zd&yFhsrArL)3`D5bwO)R7-q8rYu8)BRYJ?PyU3ZFMcJb$fK!L3weA-3l6m#ls7xGz zpes!;fqC-nYlSJoaO1WZR4+AcrGfoVkCTQ3m4DsgvJ~jr0Oza;K&TP=cJ%yOP4NZg zBUcQ!!^22KYIlFfU}$@O^N^duf`T@zdxxnTLkXwia{=tll{+(J#J8;E?_uc}*+?Js z4)AQ8#OfiBzb186j4Zf~}H1`EwrI?b#{XBsFOJ_*m!f?G7c+wRv z*ty%%K+lYGc@ixHyJnqm}!c`l!v}KCYERqX!JT4Q8LPPN<@n>}XbvK{vTk&d}U>$Fib)>bk3=GTFiC zG)JBglJgZUL(sjbY=?E+B~W*B4i=_6riqYita|6w?zwA_rW(D)7Z7(1z>jQ7&t`+o zsZ$0UyW()4-u)Cqoy6JxRQ~9L@>p-T-*&+NDel;f-}Ug#E5i0(>co0c!Qp3RiVSQLpC> zA*l=48N&Roxlc#-ko|~f!@(l^`KWOVla^eI<*}7M9wDo~tNGjazeVGBsnb|uDbgi8 zH$Fspo#Swq>?5-q^ITEMT31p~xLy?LI7&cIm#(rHzpo#O(ByuIic`i49KRrm2k*n5{tkl0PItDFk!nf#($zY|nm7h@AMmtv~ z7bh#}Ev^2_e}$lXG=+!`xz9g{6IarYw0LRR>vDVSo%#+>&esE{r;Lma!5z30ZBxj> zhIH>{Ht+EwVAbuu+Mk!y0BKmRetid(f?dQcqtTv>vxOI8T-5PYt^ly3j$XZF`+_1K z+6S}jC{Q&Z+eIVEdKat;^P28wINz^vDNvmC>i%tf^4)Ph=sh_t9$z@u++OKQsyQO*k^2DQ+M> zE_sB3n^Ne!fabSSG`~o6P=7$bMT|{{>~U*x6Xw``K%=xX+js@6Nx-qJXk~wg@4VsAF%nNpx+>r)cQ-OkVYS!LW-PN{Luf)?#Xv zoR>hGWJQVs(zvP@a@wCYpqp=Ru|T3*5I>L96@!;4rAAP>D18mM8T*ei?lCOpYH34I zs*3chKyUZBd_z3aSbMg^sx0x-xDQ+4n=%C$%dwms;uCu-RuKbMI2WDSei9nha-Ilq z5WGrMl%HS1t^w#t9~um+__H{Uo-TR49f8bw*gN)`+ZH61jJXq#DJv>(EffH+uN39m z^THjziu9D#P-lD7iC#D*dd&k~&1|b(4^K`-#Km!gIwg$5iqa|_2h7ovu7}e|L3a}= zy0dP8wUfZFA*atUpv3!KwXIS6nSW44*<;6F@~MF__yl;FJqN++|0Y+&un zyW25%BjQ6$99L@2bIkcDyhqXxM`|(bt=mJImW7DziyW!xD#vE(729DLZkZeck|a)kmIrqv7aV={;4hvk*eNSX&e^03I$o!+j%k%pZzaIn$!3I literal 69500 zcmce;bySqm8!oD%B2t2a(%mWDEg{{~Al=;zAZ<{CfOHKtq|!Nr3P=hJ-6`Ee&dmAn z_w$^4?^^edyVkj9uf<|9>toN}-+sS0p67kO_Zn&nxQ|I6-??)KS4mM$>&~6~@ptar zTX^&k_=N8Kr33Iw#Ou`?FKt&FFJB7}>pQ9zUT#jVUQYIJseP8nLHfL1p&fPnAl;os!{4#gv zG5w6zrynjU7%lMn>`uK`K+w`BBs}Rgf65$~ERJ0}!eeM-m@D;;*pT_gns|oi@%?+B z3FHZ>>8%o#dcErRrj8b7&}YHNn)F5 z{5j#jzg~*b{&(aPe?5-*H)P)W$^9EN|CehLUQqt~PfbOf_-3b7fZ*(r9&iKCv>hiaf3Os1h8elG5m5yl-t{?H zs0b@4DPh*p(OHV73hp==mW&@$m!uF}4C3AO2~>CG(acFmNC?f$B!?6h^0(~wbHTpz z4vQ5GmD={5P&4WA)y-cYz^Y_M3~FqaW9Z_f8Z&rp@uG0aqN>`j9<%9J?rsgz&~6jl z-q!7CVou{2Gvu~D>k}}>{7z+y+5;smXNWGn^Gq#PP6$faGz97G&DjZ_cG}-kW!gTg zY+QNlP5W4%tNkKh1a>;A{F_Sg?DwnZCK145--sjnl9I4fM)*A5-F+AmQcj@2{w$^4-0M zA{w< zeqz}+lN4fpPq<(=->!HnaFGcMG`zM$I&hV~zCM~sBLjo?=xZ2STihIvTqv}$QHb1o zT=U`wSMWRc)t`0H&8YikRKXWC!8b<=I=Z^0rm6)B@p|GaYaiRyie-(2v(#Fz_gft1 zXX~A1y}kMK3kq~2Q%*}0!wa#wTDku?TT``OZI?k4oq~hgXMUcZdU=ygQym|e$FBmX zqTfv;;53zsh&;^(FNb$Wtw5H4I^UHE18707SYSS5OSj~Qp@__IV7yWPq9C=+;B|t z&1R6)TgpsJE8q0vH{5SjTrImiXQq!4=_7m<*(7{+8Xea~bUA{kDouY?7-GiJfg%vG zt110`>Z_%DH?H8tLQkHex`=i(|vsk?!tMagHsP8h15UIw*YtbD`|G`b9AtaA5f zKWIHsn>r7mrFHlKxJFG$T1>r}yFUzUvxqdDy@XWpKdmikvZkz2zm}7iho0=sHk2g= zHKiN}V?~5TQt~J#lj~rS;OU#0RfXY_Xq}(K&}~1Q6SGwW=e@M04zPq1*x1;#&34yM z`8P3^cDXe@bh1<>- z0{sBH%0OyyVd|q~GuNah9qORhNj*$VSb=M~+MM{W@UjnJ=wR<$A_9WnySZwJSU%9% zqV3nOU#q8`9Afe_twd${!;?3)@KowRw3zP*=@m6-s~!kTeGXqnJmf&l)>`)9d7BZk zs;2W{nY`MU#U`){QA%L!<~`q^FH`e4yqbiebO&q4H3?CDoyFv}{Sv7dHq-H{sfpnR zSm9PVC}6+1B$P@QtOw73r(>AWEdQ{K7cc7SV^B^h3FhzYb(CAkIL=PxR-`-lxKjmN zI44crOP)-RQ1k$Y%5q+xRfWXvuTTZ_*7qtQVx2x_ZVcyCb=^Z#8zEY5U_q3Ru_}?> z23Xx9*C+B4vYbt8go_g3b^6d`4b5yvdkGF2`RZYMtQ!oxK+ zr)N8pWt(~YA#7HJSpMw{##TU}M#e?Q#9YM!o}xD?DXBp1BQb}=dBE|>iTG1S6^$L? z_0QU3WqK9ICJi3zuZQ0=WtUWD2)XAMS66c{)vFbcc}^JEmhQxh9V-qqU2I-IMV>DTwjdc&jq@u-S3mKJVL#_Q9f!k9cN`oY#Shxfvp4?~#OqC> zkK#j|##YlML)x3?OEe3_Tw%!i;-VsXlYO5SaZG&5Q}#F29Vh)}sBhDIDeML-BqClV zwik!X**%nj12w?&{*wV!4tT?ng6f;eo$&Z z2nP7#>{9Jw=&Z!eVfWy^{=UMj`s&ZvlUpyA4cwyZ%EcznVv$s2VCRG9CF}BWwF@bJ?Aywz)v+@0dJV5sLrOlO4=&uvN6yd&T;Bk#B zu4unGR$kn*rn0{-YHwcvoaBvya~Z-gVY9V#HBMB`gz1{)v*da-aC3{nZ0{I<0#4y>e@5ySoJ0xCX=HGyIX_4+;3@a7WuAmcWk*FlRChE1ox!(#8sNQQ>(}&_qAa zu|X9QL`}QRb(?OU(Wy&ZLJqLKsxek3n$f6h5T+ao(;4+H<~~Cwp4ys}`fSue`*r2C z^SZgTs3NY9`8n$PpsZhAWDAmuY4o-`3U}LF3Qvmu)V`w0a}(;l7w%3B?=c=-^6Hy8j z$kyMc1s?Np6r$<#dNRiToK|W05*O4E74t z=+Fupnya(6&0@0o(m=SKszWtg0stou{yw%rK`BC!Pq7-_c^tS%x$xC#&nRFqbKQWElP zM+*vBw({sE-vj0*v?Q{JwiW`PPTRkZ%2LEn(11`S`YftOBkdrz;M1FgWquy=ygI8F z;UiHswNW_M(`|tbq}#MLM-lnB=-*L6wJCg@sg(RY-`9$Bf*&`{t*4qTls71kff(CL zWN>vI-s5a0d=M;Z6tIu;&EZSGi=xhhU zF~OeLR0ycAweC&dfF!ADb)Q%$c#VlbyT?e z+-Ez1FL^Uk>FqVK8N1tW-j=)823kv0cnHGp)6n0lqelkM@W?p;Ccpi)|A`8T2r<+) zan4m)d?+lj-CU-g<=Hgm=%Qk8b=?FWMM_?XOuhKH?Ur-He9=%HO?U-OPSeby1R7<6 zvU=p>cvauGIM|Mm0F0b{*B_{zoM|y1%sh9uZzTP7x;3VIfNTGYy&-YqmrQ`lBYQE@ z*Cjg;bTqjT_Er)dE=)GDok?b=Y@C#^QVe}_vVF%eok4kt4rvSNbYz~9E+uzsIQ;@q z&?wnU3|HIwLDQxTQEJ#VtEl=UxyAPMb;*L%=pEzPO%IJ}N)K~#)-R)o*m{_e@+{*P z|1+rX2XaUsDm7Tk#QJ1o&~K-rK}U*yIQI0D!wh+QA#y>N{uvmhJ^JxADW9_CdJ!i2 zo2!S1$4ss1RtAG~R0QqlSgAdlvq=T}0kWI0DXVpHJ=A1@jIcAS6Djx^^I%djrlPQ~IlXS4M zwtiqDZ@P0#DQeuyJj>Ak>!e~2n>HU6_BZ=lF>|KJWaWsY%~Px~QB~HZK~45K*B&ai zfRxWE93BdxH45u2B5$r13<=-f?EAvBRl$WcP=Qsj7_o3@5_hS+6a;z2zO3QMnv(7k zKPOLWLkRVdX*=s4%K;X%Uk z3NcnI%f-Nqiy=3wRPc6q`k!C#@`$5)JsDJE3)2F9lMJv6o0hCk|j zztq3(Mf3{T;jXTG%9x_}{P9FjP8fAAW<~=Quf^<#ul2IA{e#y$U)|%bXjYOD@K;q% zwl*TQcD%_ji>9r4QE%H)HyqL3wpn-Bi+0ttt!UtPFlXLE1ltObFgZHd zXakejw$hAryTIPXa#4c|zOYbA+8-;s?12k9SbqPz4>&Z5NjlDojgY}1dN`I$(Ll=1 z>}wk>FoqbGrj-D-zlv(~z1MCGvm>>%Kg|MdM0SR)QdqI9*7zB;3w8E|emo?+>GR zWq%zqm9jbxdrnd02s)=Nf8$uIF@btO(lxsjIK)Pw6KlMch0|oRzoW|RYn*%#KIab% zBj5NwER>ULyBqj7erfR+=+*=s{dm4-7#$L+Y++&1yM7b>{$f%7x?w_e)ve)d(@b+D zW!Y{|_z;{Y?7__rCn2P_?+%2h50JUGE*t4#2h7xnYZ1_3`mW%IT!g3lwA#DTFMq~C zI&w|h8jiq|ugfcHC*O(Ho6DZ^akQz`c9a*+Di^A8AB+8JPqyH`4X~u9W3}lrWx0P? zcs^-$Jt=+mJ0Q|tJYh)ud`++9^;e(XZuZibnPO@W5`E&>c{Q(9gyx>e?pz}$<~HH66?8uBo_M? z0z$@+f65HlF5O<#lCB1z61_#e>vhwp9D7(}FdBJIlWNxNReF%>;M|*@K*O0|C_j-m z!A27^A#3?N|J5JPQ60UgT{}=@Z4YB@{~EP7kN`LvR)vJ5ytMpz-$WkDD8eHqgBKk5 zHise(A(HSqRkutpvi!zw%RB$fgoT;;k$+&tqLQ}ZAq!kS@2c!VayaW%OVxxZOYtX;p zrk*_;RpyGEquet$j2dJ&ZEgJF?7B61WRB+>T7-LYh))J-DkIOemmR^=_g;pndMs5? zbiAfYE24knf859PThkD(-YVP`w?^ zDp3CIJBlqXm>L*z)6b4;akJ&T568rJIkU}|zc!*dFmU!W(VhuTfaaLjct@qTN@J&6 zzp>`#X_9rkTJ5{mxTYzp7~Fmzb0zZEB0rJyq1L%VG-bW4pk5^Tv^64qUMHj^Lv%!V zJmjyUhU{d^_y|Rmx^;!$fLT_Mwk3%gilkEgchhv3`=0fpAje9gLdm9V0N8kVh6|S9 zn>6-R{a7=V2|`S7=St&UFpPu4@1mC<9<#ORaQ1O?Pb2CRoZA3oZv0(7`fj0^T2l^? zkd>m(&8oL#HWd|TdQ1Rk(a9AiYkNl%HECVRIElhRMB zZ3xe|nx%?t3k!mKkYp}TIXu_oDT`o8%+r@yz&JMijd!ztMt6=ZGebguZ1v76cahM* z^|W5O3$d`UKuPKnXg*VjU$|a1k3@yocZT^GXpdei2gvpXCnGD`)YkbK4njzN7V%T0 zm{)JLr`T`TS?FZF3dCaw`aH~Bv0SSY-Mga{r|@cd(u)a6gAl9tFmjW?I&sRrch(V+-|UkLoU+B9@6bs-B@s#S=hA4AT2pePxt zoBR}^1YiT_uvYYqEo6+ySg>#( z=og~jjoLqmW3bjo=o_W55IEcni-VpXylKQLNZ&XXm19Tq$~W<0&o@<%L$13~nQP`| z^$KC31@RJwk*0Y?im6CW%=6JQg><8SB~#yT2Ww|+!{IkZcrU`|_3-l7my815^eMTp zopW5v;UyFvuXbWm?T+`bWA+d(y!K-{kS)y}Suh$6RC09MRX3#~{PrP^@0ZJKN?1gS zVFL3(j>d8#vE6Hi_nEbm4Xul{Bl0LSR@vq<|CXSKiYG24tV~sO{#pI)I5q4 z_*zm7)~)_Tkn`0=-WYQ3e142y`W@{3I+uRuvol!YWggxf!=nTm3PPD)RKjfk-FWhW z*YL=>;E8gBLFm&p4}Tm0OZarfZ;DsGX08Nfg=|Y*1@v}0C@3k?5b^UErRt<9hTu<2 zV5vYzRS_WNPHFun0R9*c4qQ*x*GW#k@B9t6My(GWS>qoCOQJ7_9jJb(_>MLx;2lEJ zmBZ-#Q4Ay4uMlN8^WbWYmWtD`#JuFuPy>XnZIYWxz;N#g2PXVDd#o!%qnpth!Q-#~ z+FM6~)EX0;*y`cSOY)I@rg5B4$0DCYbxaEg$)7!cUKSoSO$`~)$77ip zarYb7x;WFdR=t9ZfjK`U|aA1R}v+0H-aTp70${L72_dz`O-ZfCW=4*cq|W9~ zs%e0I@t!!Ay49D|Rsm5SNPSfT2}Pk`ijLdsND2bYkpHl8C8=PVLPOr2BBVu(A#FEx zp>XZ#S)zpZj7n-24IP~PmB`4exRP){y`Ek7Yl$bZR1|FeP#~&KStaBZ`|g;{mK2GBc1>6tCv5u$PjSu z0-|g}YAR-%Y5a0`^eR}HQ`*PJr_9AnM<>E}!5@=Mz)8y4nFE}Z^b&OCl?hN*+-WK% z?Z|)2Z!^iM5HqZ?!KDOpjNOGcGJxdkxMem0LdSA{t_k3$dMsRXa&qEZ4%*3-Q`n_l zTsYOl&vfV+8KK)6?T&H z?wZk2EnR2G1BJIExzY|()0HMI<1Eiw=HsYBZU~N!j)ayYp5Chz1t6xpv8`&i99WB7*yze|M?S|=Ss-)@0mQa z1$j)(yu-j8_Xn=5*?EXZ{-RoiJ25ell@Gkl5a09k2{k_-UoI5-+Qih@_!BU?U4{WJ zl=Adg*mI-A8K>dNYeej61h@yz7epsPCAS=w;|;9nW>#rD^~>M}r;#tPs_mT}5RHa5 z@U7dem6e=pdxgz*0Mh~$u?OnIyRwrDA!v|yhg+j}ZHkUia%w6ad885Z#N^Q>^-AE! zn3xj5rE{(PY=ZKRBC}|PtmWf=t{x10u~47|fB@ik^xBeq_UGOM@P0|i^JmX$o1q(} z#o3PoE&)(o=Sea^(!0^dD~0h_gnhgSdJ;(&JOM1^$d!rUZ27RHa63N*3ckUm5P1gR zIou2Wn-se5=v5nQYHHkpRBaW=$n};JPbIdQvGkk2d6gIAm00=Zh;c?Kh{q3O5-b`4 zn{B%bOC^k~k|3e92gQE)@F5{7>8V@R#Ezm-5rct&!NvSR@Z|3CW=;sDrlzK%lG0YK zGvj{`e*5Fqnv-LJe5}?cz$rWVWcj4ks~7>COR0tfKo6HgY5sFzesGm~lmfu0$ZBa3 z0#r?YRH{9|CmjK#Vd=812ccTAwuz~h)@b?r489tKzKKaJfHF(t_J~~X*0gN>e)8V~ zKQjf+JH5}U%X`u!nkn1w9zcOn6{+V`a;7dR7A3$?S398ol;q^)`dOE5z|rf5JH_(# z1Or9o%itS7A~{_>y|-|vF4T6kqG4eMYT^3N_?9by<-G;Sk}smZoEw7~(SWU!0xcJG z@}D{Yo@A~ZUyB>y{a*-s(EnrfDHSYx;(j!3W|sxf{If@b+!ICRplw3nk=NR^{P_v1 zOq`vI1Z&PpKxC+X;siLpqqbK-WleS%$f9|%o%Ek*d)vlR63G3(I%ob*MvTe{_aKd+!H>Tw-Ie^H`RoT8+dF!yjT!M7kgiELt56H0*viA_(Bqs<1NBYBHQep@jiepO5qu?c$`&?anJ86L~^;z`#~>Pg*GUSFn_RDEw(daS8mRK=#3oT(31v!7~yb8 z{i`z?)=H;PxK+m#4OZjDl(dj08T-va)YPbvf&nh@Y4~*q zMk@Jxx^GWkx^B6Mo%h-7a#nWcLKNo$HtdXr#6{N-#3_@@%MFvOJF%ELZi4<7cjiKV z6THYGS%miNcr_het%wbnwPVg6myImB(Qwe*V^UMpKhGj}+#5mN?miz?=5q3o+;7i7 zNcp2^J5M}jvKg1uUc4jsA=K!Ju!pg&6RlUMs)8oto8D7o;-L(@Psn|u8(X)x@N%OE!(nPk;XEgF zIef)1sQk=_i8Jtc)+XL}xYMxpc-<%HTY%)oq9|E7rd&fK<=?X`Vol|g`wh#+nA;;u zeDa|N^5Qz@3PY>vhG-=&Ymh=632rYI3@xGCc2X-})Lmc^b?@Hy7@x)CAKJmQh6|V_ z(CSK}8~s@qQ1dD`$S9VJ^)0%WJal*>S$GV(xEF){Y(bsB>zHu6Gkk|Sk|xPx*WP^O zq6U9}m?NG|uJ~@ob(g`ihSKgCsA)ZC$>E3GNF~Zj$r9G4aW5rEGw; zep9_p`0J`XwrHQVA)Jaa6(n2)KbT&(G*jiHVv-fci=C&L!GeJ{ z-K}U3*qP1xBEVWWjm#7lehNcP+nE)PIAZ&jgcLK#FS$;tM@d&Hw9QBA&MJ?uw|tPn z#|T>9uz!)hPeJ>f%DHo09aM&DTPvpJzt6?_i~Q7wG9J@4q@n*DJ((j$p4O+iy_h=q z>xZr5@o#hA(mWrY2sLQV-*!U0VwZmTXULstpEE&+r|}B&@htXtqN_Dw-GCL=&OB6L zs;UZPi>Ie=UYcUR@$KVuS}=RBO?5#Skfo+eLy?vg^D(af=YYHYl%B>`%V4vKwb178 zC77S0I>elDgYxnB6=YWy-8VvAH+sT?HX@b$Zvq#=$+HffiHB8sU>H0Qf5O~Y=k3UB zir%bFVe&?H2>OYa@R<-opXYCY$k*fVkvN=LY^hu+nWkulBdx^``7-RZVOk`ISYYi7cs=;NGx@2#svT*pv6orU( zkBf9=mY+SoZQ|7Q0~^30Oq#ynYf+(t#rc37Iq}%rqg9%swNSLhF-cmsq{AOOY+~z0 zBZxHp6OZG zr8ivJd9QK{(xmAq$5tl2Wmo+4^#U3%(TcuL&VM?xdVFBX(0%#$Bn;oq!pM>rgBIvS zOOG=i#N_z10xtClC*IA8y$*-br)92?(Dw4R?gkA6tRWFOh0V=SoG&SBGQpeBRmNqu47xERwihwT_uAYYNj;6*I1ybngbskaH}Xc=hha zaycB87!72+o|7maS=!+8&$J}WRrM1AsQIe^;`!q)5BNEAmy?vV0Y&f}=*c2V=Y!c0 zNnup8cOhAhQPk`ZX@N~Zpwq&`#q}|T;;3C;ddN`&&hJ2rPQ5d%Hrn|zz*FZ zpE5K2m^_R3)+m^$9khG;-!ypqT$lZ-cITQra^)!Z?NPB}+f5NC1z7*+?A~~}30~lG zaHF%pi+oG-L6W#BOB>pNm6zM1KCaj~L8k%0#{@5(o`HuNpQH>_imTbXR*!;rnM|Wt zzFy)lAPKtZwof>-(q>tfe_Qi<{(fo|^;MsY>Z`$vC$>KpD>KSv=+fNxkO$`_ z+P+Ce3z%i3Zrz^!>A2^COJJ<%Hl*t?$wzO|ejOpkyh%`1m3_U6JlOZ4;9t+DVSMIY zVz`{uSXivXfqvKr1TI;*&5)2fs$K=uSV+X`(p|Z@teEe@&pVzF;o80ub_g*J?+Ou% z`>gCLbyL1@Uf}p^T~OM!zGKxb*TR(&+HMpxLpAxf7a8(Sm;<9N)>@I1P)&^Yk9Snb z7njBC1)$yS%%2B-bCToS8P_$!8$mHteflPox6byp+CjUySo@;Zr@?DhO+8C(*HozA~Vw?Fk%#Jf$);xqbOVTqYd`l@RG)oDcE z-ASe__qz^)72##|$R0@(mW@A_7BQ#wH8I^vtlT0O6aCC)rz~1rZFk#ZU(#TG)wV^P z+MEX9#Fq@$e8IWc@z!?RFZihQ<+mPVIHkIYs6j?gBl+{Ab<5hQ4D!w)0xQVpmG95e{hvhSf9k!frE$aBKUpj!NVxwa)Wn^E%SJy zuOEC>zKU3*x1= z3t^!zB`!VlXV(@}e^G!nO zpPZJh7dOXL{j<-g`vz==7yMK@bP#_Fj`0@$-9Fhym+1QsX!jeFX83lDFT*aYH{zs@ zn^HS<^~=H_p!oT4=?2Nr-et?6e&Y5EdWXqMsqu)u7*g@Oh;U4e!;tvy&zYl6ZMZG< zmgpo{Gz}y1QH^>ujQ}O^N#1G5K}Wr-;An{dxkZC&)B+Zk#68N*8KUavMASCN?%a%w z-MR*GzZlFc(AxOat3%OGglP|Z?BWNbkm_^MF%|`hK?_8z?1?>Z-k3!Xh@xK{qvq=$ zo?UD=xXN4&`U+yN(ZBJ~)#r!hNgtHuj`Ho!N6y4LJ`r5C`mUB0`Ku6H^Cl-m%2l9X zEnJX*e?zg(+1p5&vEngscNE7VH-575cC0=raP@V$d_N8lde$)+?z6mY@ zx#c3n)~_>VO)B(gX!NZPJ75wWsp)UWD?-K!s6Q^KB8ranEY+3fi8C1U2RECJmR z{rA34eeu*`9NmxozE@TL9T7(Diej{S^hJmKrO>UHqTLo1<9xn*IlqYJeQ}KvcL?-~ z8Y25aofjiPOIUQbB7;SRHTIVz`VK*N5A`Yn69kuXAG5JMr*e@#BIBao>9ifUuFIH! zE;0LDy?@~cuL|0UA(tS1Ff2adG>>T-Nc{8r-4{WNPe+W(7qD$J?>9dZG1w~AYPL0E2w+EO1d`h^Qxwwp}a5nqNxLv z1$z$Qy$>cjg%^7G{6&0F2ods&P2Lx7ecp;+#1%|9d5`w|FVx_Nt@eKO@v@ZNq1aUj z6C1T*9og%(uk_ggam^~wZgOi(-CQfB;ZqJWaeGpP#Ie!mkV{GW9PjtdKlgfVS*gMg?^I&dqgrI#%QM~@on=hC} zWgT3oi=+&8Q9>d!P`ScsFBoiUsLSaC*xvfH>_^a zE#KTb+25Z{SsAq5-H*6Cn8IHa&`q~@JcA5``)}O{jw9?8aBWhKlz5dq3%G z4&49HEo?ojpO#q?+!5VJA|9h_%fUGkB>I}NQ(CZ4v9fEVHY zEw7U6ZCRmu^dF-t!{S*C{L{Osr9HOi5)v)l>n&>co>>Tckdn5W#f+*i$euo!e5k_t z?6A=!+hzy%$JTFtBZ2XH`&pU?xHBg!CWsLU1QT3-#@i)B*2IR?|30m47J-+M7h{d@ z^iR-|R}=hXmx|K6XyL5#zw#)D{Q7!gyl4ynXN7vm-pg3fct>AjxJ6cG)*6kXu$6fG z;c+}^3YW}yW=F7a=L=FY6H)x#Xc~8^4)03Z18%-jhokJ`j%A-t@54KvO1Gp_&nkSS z(nV5()iwy;)#TKr+!y$5Yxe$|s-xz~Z?YKJmc#*wXg{*doQqanm`bzQUmYD&ek{@A3F#mx;+;kV=sG*#0Q(3sSa7uisx;RgymBckcz( zmH&9GuPI%#vm1FW;@r~02>xs6fU4m^X=C;5UI`Q`qp3*%v`U5pFllaU>s-U9u`M|R zgXuhO%aH`rudah6vO$C2kbxCGa^J_F>bPk){0XT>)(ZULK{%8BuC__@CHqNU$m+BG zJfu9`*U{J-^Y>x5FKYrf&WjSxnonm43aHtQX2+EinO>(Z`3s2`yx%Nde0g_OXx5=? zI_g9QQAj*J5hllSD_5Yx@0q}L+jZErhPZyB6?=C*&<=W<8R(l^BbV)kmp^pT1eJpN zU%xst+`-)@Msh8o$x=XA>auMIm%q2ps#QdYhfIttW=~~nX8Tu1qOSVBZTx<^JXb?e zPmzI>%C{;&RRe7zRKx8kaxvJwwy%XlR#i(wp`7hTj`L_AUQf`7cHkhjxH zc-(7Bg#LNGxW726ywB$XKV%zcl#3a0wU~Dt*`skby2>4&erK%us{`|w7U(?$$If!^ z?5982mD>Hv4>Z4*^J>8Ugp~Lpq~9=-7eI}+Q-fJnAx}W4x_0mW<^fB_Jd4Y>jgF4v zZhZPm1ly^gLK((Xv%(Kz>Mv7KgvrB5g7x@Ctewx((5koyazegofpV!`xNnEpu13;^ z2CcdnHZB`XelN@)dexi2^C)Uuy2R)-@o^pwi#?RE)M8zb8|U-hA;M@I$77LD4<3Bl z{J1Qit6BO1C#kPB38@|zR)EpTq5DWfp1;52pZvGxM%UtV$?M$fpCW3^;~zKRux!N$ z?dvRhXnJzKv)t6vX}hs~!$^remXOCv@0Cp4jaYSf!$h%JHuE9flVCSvGH;hEz5~=n z!p%sZ?}LPf%Fj~#_@^ZlN!ED`pPVd9ijbXwX=`gIrfg8)S#!StHXl3f^ltj?yFPX% zHg*C6JGw5Vo$D}B#NXcC18YT#@me58#lFRnFs}dgluv`@JYcUrw zhK54vuT#9ai*V)V_CmcQTcLA%d*RO(1j~s`I~Z^3SMigvXOF&ACp<6l<#||ZJ|qr zh;DSpsyp4r3K{4w*mF@$2ZnMQnf)>EMKzE`L77$&({d>>K7@YmfIg3!;oKU220{?A z3XLni`Er;c2@M^rcM%45S+c21m2OUdP~?0EGJF1%c+vR(T$v%nlgQ9Qwv)?k^X*848RfUQF4Ib z(x%1$#KpnE@d{AGHH&?jYV^bTMV=q!rxd=J4*l@6y7yk28NVVkPx!ZKyU?HW?&jJT<>L_M>2qJm^ z=}aMthje)fIs~s26w3M`-|T>XMVj-3K^Fz@HVn>Gqga&}d_tJ=H6#IT4T)a19*uKQ zhrZlNnqb6MiSe;@O;P{6OtI`u`50W%I?$>mriROpdE#3v`B&BR z+?F4MLPRMzt}rU}Yu0?Xe^$?|qO??i%b!HeEG#_jdn*qZudXS=kuPx2FfnjE=YOY0 z#Z#**{=Qi@y!$~-UoJHMVP*&eP{Cu^D!Dhz!(IwMz!-vc>3iQIwHW_yh6S)rnL+cS z2l4_LgT7g(bYPSmp{v4#zshdb}*Sa9_O_+3)k@ z4D+AzIN&Q7ObEy|FYgr;JuE835D}l#Qhi2*(bl&!Tp%YTcDV<*@o{A zf$y%9w*i3n?xjDbZ!>+M;6B!RPA8tdhI;>>#?#wsPyCG%y=;H211$$N*akkM@scD; z&(w6kCDwRPMsCsH6JcdsTr6a05O zMBd+*=9zB`F{9lJ0(8pNh7}INsr`kV&k64OD1JcWXX#n{CtXFrq7fzc<87 zpyiN2#r_=WEZ8z2JsCz;voHZ00EH~4ngMUk=y1To#o64~YfnU?sOwXqFu2DEJ z;+Cs2^6sj+Rzsq4(>Uf1vQ+M6Lq%GkQsATrMZ)_(C<4PoN;k*X!&>sx9w>?w5Ck~V zd&S<(mBfmL%qXhKAu0YT*`Isu=i1_dbSHYEjV^-G-|2^6xj7Ctrh+0lIHViHIUUeZt8ERJ}sSy>u->*YE!#RM$#B zG)zoPYDk74U5dRgr5zlg4tgB2zapx@CGJtYuDXdNB5kI+C6CgM2FM{{kpXe{r3@cI zCb!JF|LE|8uhcj9QrF%oh(~j#V(!QBO));U6j869K!G~a`5g~0R^#b-cnHUe)%8}lzpcVlohx)NT|Bk8xQR*dc4_en z(6FaBsZ>1<288J{$+@OJ)7BT$!@(OZH*=oDKPY_X-kmRoz`6mk$L;Vo<4+8NombI= zsZ#hc9^yz@S$%FWsOv13p@o0!g@JpWjw0n|Tz7fK-^-2wUDZ2D%fA5yy@sLThuePR z=j89D!ylHiLL#xBL*4s0aLtk|9AuzzH-!*LiTD0|i$1b*iR$rfDxAOY^vR`Qd5Zl3 zAjpJ!AJ2n^v&9EpEI+5!vJ?BAGU`lBgHmlba1JJ%nP|8BudMuP{ZDMXC0ynjZ6^Dy z2`T${I3g7Y`QCf)Ox()2+xtI${HUp+5&FA8f%m`Ih%}F9T9Dx6J-Qa8#swWDRwhU$ zzrie)EGF)Kc&FW|E@7XO%_txYjk&V$^IGb->&>aUn@%d^X5PV*mkD&QLKQ{9QH6O)PnN~Q2t;DfL5S1vJ6z>&d!=X#icA~{KsU2|Jj8AN)9Tn zop#!$znhq;!kBarZF-qaNB7W5I957c%Tac)oS>w<^xPyhGks!>Qp~NTRkga5tYm-8 zrBPfBAx686_0TmOT{*(kO?L^GR;<}Af)HdU6isp@&Ptq)$og%h+3K9^)j3W=`z_zT z<#wE4H@kGSjcvnISSJ2(=KbGRr|pXL`fz4I^1NtLJ3V+q68kgs;PM!0?824@HfCB* zl(dyqeeNn=M-l%tCLrub=9Kl$e$uk0ZGzP1?aLY*^3Sgq(WZk#j5VA=S6jt?m+Pr; zzb&A3yj^z(&>s|snQ{`T9!K-g(A-^?qfCnMJXXj`{$HIKZCim#W3Op18-i@f1)RRP zHUZHHc*y}S6ck&g$}=}`ui#9>@3Z;YP=Y+js-8a{!zJrIP$*aw0nG~>y3gx$lGhH* z&{xlaw?D)J!dt?$w6tv=`$pd%MEWJ}a5K;u(U8z84x|tWs?KDWvMe=Sk+Z4yE@`Rb zKQ3zy|2OB-R1ZQY{G$2zW2J?iiwi$FIl0~7*G-?Ve6bN`113~bGw54w&PZu)uQ~Uz zsI^d}g3I$#76xfDIcdIj5Q8GZLb)?)XnJ zF+Q!N8>hr+r>lbB*qbuU~foEx_X= z-)`Tx;1A@Q>CzmcqDEN}5wco&^bB<<)#_+`s>-k;Ks0#==!XfGI%x+QMGPM(e8ai* z2bw~O**T*q=`z~Up*oVmwU+u?Cby<}sE1;mg84Kwd(y<0;`RjsbH0n9FA|{UW@F$*7X_P(e+;{F0j;ts?yJD1cbGw`W*&VEQ{Swy zZ`*u`XqCEmx3?Y2jhnQPFWU~gu;Eplf8k}&SFoZCEeAQ6%Crs|aA~2d)*0w+sKcN5 zdlxq%e+B%6B4^+=;8TMCA5AaCtdUkuXE6kHZh*8%a3}oP|6uE_1ETz%H&6iuK|(;f z8v*G~rBND|?ru;@36TbomIg^-SyGV@Bv(3xrKJRkrIAM9p2g4i{_Y?5{S$WgJuzoy z&df8Df>JwJE#N8<{G+-Gv?n8B4X1=K8#8U{cmLEgE*{t+OU%!0$ z>(7%1Zl{Jy^3Ab9EQ#6L+S&m%_vrxt2DtUQ`cSzm+dMJ(b<3c9-Zr|?r%s6Kr{6t$ zVZKE|V@0WZ>i|^C?^dN%EUJnAP zvi=PQ?v4JRt19(4BIS%gUtIzeBJ-@a!zSDxK zBZ&WVHN3UKo#Ou42}@E?zpDMl#)cCGc2JRT(QbdkkCig!q^@yNXJ+JfEPTw%j~So5 zXDuQs%8&Y=<4_>%(KN@w&Y$s3O=a6hqRwp&HWXS~QKr;9Sn5YCX7c!jQ)5*UIG7#_ z#DrQ^-T#KkF0cHcJgLX7hJlZdaC&-ro(G{==zce|-6E_Ld|F~o$x_EPaCObdn2n9Mv^gC98$Sm+_Z=(O+vz;QZEw!@n z&FD%h;M8N>T3MMz%h7QopGt)#(Miu$E4Hi*N!?;;%eSu*6}^_M4Av0x-=d_AoZ~y< zl{|a;6rmErnASh;a)!(_O0OXFXp-Vpl4oL2sp?=9f@e&3fWypKK>Odmi4SaeVd@e( zUeoef-3I>%=vTIOj{W*PJ)_qJvXlTXjGW!UOR-_kq>NJpTP6jNTBxTs^Y&x@FRD~# ztaAOwy9-s^1jVpoeA;G}Bi7L@ro^Pw{18Sl$4z>aFB1FjD?&{0zDzwLM}eH*tE-IC z((@wBYWL#)U7P>T!ZHnJsprA9M-Vl-mhhYJXvq)&walNP%9}Na{CsfmV(aHuffZLL zB+{~49$X0P+ut6xi*X2!ZZ_kU0}qw`+rR4$63Yg5QG6M-vVbBO$W2TPMj&*@SB#3k zk|`FJeoE@`2afuNPLT*XDl*E?znsCq_*sdL3bhrF{%wUNDUl;uVyD#;uP^l*U;bXF zJ~9rO?{X0Au=CCTJb_=|jS=7dhCxoL)BBIYz;hn^|=9ocv#&3GYT!3e3z@n1d5Y@l}Mhw6&8O)g#hD z$$Z(gEAwe0gB@)SAxZ7LrK45PNa9@MHrR;=wEs5#h>_?n2`MS&fX6BiD=X&nee8L= zaW{GnaZJp@-q~d6r%dGzrqUb05fY>eP=jq0qdov$sAt9omw>=nz3TJlpD2@xe{3GL z*p077DeF#31WbO!r|eimeY)|%zu|G?ME@-dLd8^PW{gP4d%dp)>;$yOMybl8C8IP{ zBe2BX4Va~XNbB7IL*gxO>^1_8=ytEyi4jTSwPuZ0q2gI;Sy`FRBsO-6E=yu3da?>S zBPYmMwAd~aVeN?l_-BDx=)bk(lw&LzD~(8ZEHd;~PzZN&qER&sHHF+)QP5JA<+u8k zkA8Ex1Jc5X6!^CkLfFyN_)3rAP89{pl@j3I64)LerpO^Wx?!O;2&;X{=)R1^jGV1^ z(e>gw5dfQgq;j($(1lUig7tL=^PU?26Swy%DdFGLY`tj?6^Vb+(u+$Q=GYVq47s7i ze+fmK0}Qbgh1=>vys|`Ee`mwu{*1xB^+PA}OrtKV z?H}C$#VL=Vxf!L_R06N^y+|S=A`3ykRwOmhBnk=&Pu!V;HEq?TR7rOeYI~;SZ8}+= zR89K+nIJ|DQ~lpCH9k+fKtX61%AREDKv_2a77BHMu-FKy@GyEN0I}j>PFhr6$BUr# zR|W5rZw4q1)aullaO=16)&MRf@JHw-38Hyn{g$aXR>-M1Up7WzYkzD!8V)a#ts$lVcOa3Pu~pA>faZi zsVKkC&8-RnrxNl0kl}6ATP=Z{uimWRJK6loqKlGxtb*IysyI=jl8RpF0&)qRE9&(E z?ys1Js;az^QKpe1rMAAV?x~wKFL}TqY}}(JN*OVoJQqM0}v$;i&vk9uSgzwF$9Y84E6hR;(nGX{)28w{% z=O6uN9CbD=kegJRvx}PJ@-IM~hcy`+voJaZH9dLDcPJUtN>5JcX?+VsEP`HjZ$aFRUS_`WJt0A(VZg8 zTD#4O3Xc0uPtWl|0T-{wWMRuZx zy&?b4kel6c8T067Rz(`P1EZFn>1NBkiLpcfMrQQBa&xPsv}5JqEyN zkL_k^^8ix}NU1Cv=G?q1A!tB@gWG_U6^*L5+M_&?(s_Ato!dz|V-T>8tfM0MS~tOD zB-Yb#ddnha zjEp$OwDC$1qBDJB$7>!;JjyUo4*~m)tLPrZ4DaKL9hbFBMq_pULivJ~L=ivD_cZgi zB4OfR;-{z=U&`fPtu}!$`~Zp*N}DT?J%WHP4pi9R299E6^ERqXA@}w9!<8d`<|R-! zv9t0BxOKn+IX~3PbH{@@)c&= za`3!ssIhyZ3{JqW8yQ$Y)-3(_|3rvTq;)qDB7ncI#EGye&PpA~79$2kG;Thxo;*PV zzaFu_-0eGEM@)Fc9A85_)R*HSfy@(8=pawS$oU~5U|>%1g0&`1C}&9(ojEZ(yZlO6 zncjvM$oNXuoGL7uYc#FLScRD(k&A6*fuEQXY%fszPhJ9<-3Qg`rRHgLuT}_)N=g9H z4=9}Z3BpxKaqLulGTJ*#^(0303i1!|CAlRij|1WwzY#2QEug>r2CsUML)#UW7&Rb8 zHNjBw*q*nr1o)MBrL`8y=R|-T>a3&CqB)xR?(nDR7&vPOhSI)w-ou$^Nq5i zq`3sRO+<}L`o7CI0>p@HLPc&Y;h2Cq@)xK{KfI%4wEK2rti*b$BYdjXS-&iz>daG= z8ir(NWJFJ9)7S}l1mZof<3`n>Ci_Yau#?;7ZOaigTWq>1mtiv%?u>2+m%J>o8^_h) z2FzZa)MFSA?PH08ni7b<)m*8QvyTpCuoV0?sMMAsdWSW}H&psYjtThd#(x38CEturt2y$B!9+me~yMv&1oYP+MCW8`UM;J~Xn^8~tY2!X&p9QE%x z0B#s$0Jwz@Rwnl|OD5UQP|{YIHB;8s)}~AO*TH}pLvB(YKT`aCuz=xaUzX|%*;bq` zpd$1gkgK*ELLxkr(fzKw#`(t#6%`}gGcd65+kPLYySslOWB9s9$1DDHF^Y!39=TuL z^${KKqX&&i@Op>6Wt4D7!fT&3m)r{6A;?LG&euDQr+mCNIamfsd7cw(rp?4V&2;U} ze_DBS4zRs2o!eZGrq|@iButzN7E2$!@!!2({AhtnHq3%&) z!h6?D+Lq+6D^3-#XUq?yhq1f~+!tuwdFUX|5fO_$ z-P^kL0`k&T90@B@Jn-<^53;UW1_sbfy=M;0xl~s+>_%4F{3fI2Guuy8O+rpygkr58 z1%(V5qFsKMVPv#*YTL#YOKUSdz>tjNXfSp4clpre(YNe#;l>%?e+1tR?t3&6-;8no zZj6%b`0?)ZTjIoCOhMQuL-hz(FNbeA$1i_%KS}c|KQ9SjL~577YY#CS4(7wSU48z< zRx@L@noN||{dlz=r1}G`pOQZab29Vm-h&_l{iXVmlG^QEK>nwdmb8mQEAo?;jV+5F ziEVlcw*pmHD`d_Lcv@LW4ED14dNUxIgpP_OEsgagGD$c-%YUuF!^5K_ic_yyUIju| zjNIJn;rye^$`P0@MakD6Va6*p<)1(ETM&K)T7cOg$x|%){e#_VPKMZu zOYK?wQ)$~1O?5s!H=5jpvR`tyr%&T*4^!MnqvVM1xhbP#;zMfhJ!=y%+Dg< zJ^raozq$6feBm}uosswI^O+@to4<#c<`q+d_`RK#<&dA|%f|#Q_qij9Jp|2m9roNp zo2B=JiyyQ-xQAG!Yb1~%!oSn>?JUHtZQH5EWy>J%)W4z3r#;65u{0?M%<1;a?8gXV zuGR1VYR?)&1`w=RvVh6s5^$B?X$}}GRzs3)huz+-+E|iB#Sn?+KOI2VK(Sd6QO{k+ zIGWGhTAaQ2>msDg=^58>4Y)`b>l{8`RpXT+E@G2&Cr7B!d$#e2<)u$E-uL*3*Qd36qE3s`Co&duQoPhhx4ok0Er)1* z@odVx6$Nl(H+@p7^c18c80>G)n_K@*G`7b%-z=TA2}jUw3=)o9%ndC=Bl-<7(uplx zK3@|3?u8wm(_g6DzZvp!cvZ5+*_=NuZW5co)LJS_6skcRKE<*`!$~ihuLGFL`96 zIcP>QR3maZt88)pFRp5LE3$dOVlP6;PwEhJ_eEu9Gtz`khPtt#_=(KAe8Wi~y2keF^#XjMwd1wK3*s(T z8F9oa{CGPBjf|pe;f|c0wMLO*v>aj@*fc>W1be{gQsh*_b5K`~=TgLx=GgybV$wXQ zVo0J13A{q7FMYI*ypPuO%EtA7>+9$g!nkWU{|>VVroo=s|5kTz%^q5OUV4;~q*&&} zI4xYm;!*cW-TobVcEzqS+qkq5bo4zpYk$2ebWhp-oi@A;5twO(Z%UYmKBg7lQ78h} z`Gj5RI*-d;I_nF{0uj(BXpyXwoiNe@qUoi;PVl-`p^1WHsbG=DcNjCvhr*2 zHS@_)UV@e{5+rWGwJ_oR`!GNay7*3D=&_$)V--QagWgJPN zl^>s_!9r^u>J)ojSThu~XoOISQQ%^l_b{Qw5864C?m4Uh;+SK|c8|Tjp<%}Ed2vl< zES=2!WWRE%#LGR4k?j#mNE3~B&c!KZX!Z_FI<2i+r>>pq)JsmYV5iE7N)jTG_e}g? zbU~U_^ z)q0wYY0(MRZH+;Iew2KYygy+Sw~OAO$uEYfUkdKrmetk z8SCRjIgd-u+g9&lX_*iEyKg=eWQhGr@ZxyeS@=$K>z6NrB)^nB7-N4qJ5yaO-_|mA zk8EcTPQdaDrI?6PKAL7`d$hQZDeZ?46wUX2IhNitb=#o8DwN9~is)WCz?X}88?9fG zN14S&wfv%p$!iVQbd2KLX7W=t-;*Mx^LG2T+BJ*@-xfUI4uf@_ILEqoO)FS0w^DeE zhL80wTwbA7=D5qHNp5Juw;C}#$O7(|s`~UWILoGqn;tQ|SPR0}|Mij_b9iIqc+(4W zJ<<$kvQcSq{!$uOj%Rb^9OZdO`5EQn#fJ$tr0P7gA@2r28RCO;iJgYRdv))i*GY@= zR9)kO-$1Q)WC%g&P~u}&gUxW#dkJSURObkjEv*-8uCaf`OvML# zxYFDnt2bB}F6#Gwaw-7c&uB$t5f`;@Iw`pI+|SEH{9C+$FrQ(LksPIlzjK6m7YkZ) zZ(f8r1+ij>;jvESq@yZ%ex_~NQIkYz{HSG*2j7@hP>A)osYhiaRwJ4YVvlb;zDE!9 zq&;QteMO|@mh1fQLaZ{(@tvIOaL+UMJdG@DV54R(@{!X;kH`+Lyu``bq>6U>Yxjpe zb}tZA28KzCKDr&ISp>dIR^xY#?Oo?QVH&v=e#~EeS}+19z6Osg;bAS!Tr2F&s+@Kz zqLLNzi2lP35DFLP+1e*?m)F&O@16njaYE%B2J|+9l!;kco5nssqM%h(1Y#=)8A%S1 zEi>$8vV1qla2Z6&GqQn>PGvsDv?lJ}Qy3i;9Vy1xsM6!fP7bS=2n1jnj8R0XP*D<8 zBpJ#4O8WOFh1CzSF!j6fjGn_8 zp~G7)ip-~5r}@nFuFx%vlb;5NK8%BT+{9?m$w%mLpNRm_lgX2pNMW5^-SHsf3UQun znm1g))mty%&!>A)2U8x6=%Mim6vx2*Dii6vY`!=zMHi8uc3$~M*G)&@%bn)A_pSdz zuLWjGYmPG+DdK~m9vyL(&S&lCRaH5#5KI?yQaI!&SM(#~(?g1MNe73fNj4seQe;$Y zEFQVu7@;$c?^5cWsyilj!sLAP{G>XVzkiKBALHXa*If75DhtwFv&OVp>=eL1Y8ai$ z#?L-FHrI4@ZyWg@d^%|;a>i|*P*3~p#I-Z-Gvj*^1S1PSDKRE~`#7;3=FiAen+qe! z^Es?1^=Ey6QZ7P;EsqUO`zYbZhxoT|aTfL}i=V`ErDbGL+&^%D$f&7Y^IT6>d`q>R zws^-%tQb#wFaGZu+JTRYQeckA{R4tmD<% z_dO6sK=z;3CqtDoaQ)jORt;V~C}w7U71YlWQ0+}}tS{s~lSP;nRii{5>#0PG z_slwZZhrCo&;9gKa+h(5ttk`jHw5)pZ&>{6f5m#fj%KeBqBoiG@{l>!O|?)qS=3Ad z|A8(lr|$da6{8249e=`!8KQjtfQYG}y6G3a^i(5djPG^W+L}pBb{N8L*1Pj`Ie{d| z!QlPfIul+ZKPatetX!_Vx3_oAywptVAPD~I5LEbs;8IJ(kedCkBqaUD(eH&;rBpmc zkXZ343ZaVkjnWxgT-O}2eyr9kcSrI?P~wkIyv9s{DH2y`@$>YT{`hnDPtPq#4jf8~ z|6Z(q?_w*cC8w@c51spX<)FMsEMm*uM>@wo_A!6(Q1QE3i+P2T8OCQ2!~hR6mz*{{ zzb``k?{S%kZZ*-{+fRopa4-8*tMzCCz8G0#VBFRv}G-YeB{a&3UClC(+i=3wt42&Ee=W1HKLnhVwqgcD)d+hnHl zQP;n|;`#RZ*jbYQqCgJrMQPtgNt_$O7rlWtE@_t@Sf6I=yER4l<(E=rGAz#$9&whM zW*Z9m>kvHh2JIm%sXIux+Ty1hffH3I6}CTPL4l=DV*pxwkV1UBg)9Wr8saJs>$(R0 z%@V+J9w|RIPV&V$ok-X~maZv_vcWIQ?U+4J>J4wq& z{Gp3=P(g^qASE|4D=t0Ux4t5z>G{jFC_ZDY*Lmcxe!oIPi=Wsj)O1t*TDK6) z&@%LOm^lVfKs1JU9&#sKe`<9Ro0x2Fkt7`gHO?SWyPA*V{n`uK?!N5~BW1}#o}{>m z!-X$?!#yC|ZsVFlrJ|#NyUDcopE-hFTfKZ>2WsP;L2W#j3^*Gml0KA;nZjXZj^S|= zf?wMml@#PED79;==;TQw6`pY>V%`J7`)r+t8 z|JvqV_afi=0=<$^zs!Go58L?Zvu9bZ`px~pnDxXPtTB`y3SqA$-?V&syZUjC6C`|p z*(kDDsIR_MtuMYK=$N{wh~t|XAvx1ZMQOi8gdtF4+&s+4NFY?n>h!2oK6!tLh#rJ_ znqxpPD7f+4nMbNSq$YvJ&zk%ON;fOMVk4vrGGR7SC^I6DXyuc{5g1*D2G$$X2uk7z zZ#Q07Gh^E`zjK_aSCUA}s6}PF;Z=ZGqC4*-*IcJy$lRnxIp?pf0_$QXgHpSmK7nyE zgE5?FluuL`o3roO(#r*gY_EY?$*?lx%3674WzN+zV{^b48 zgqA>kAS2K2*Jx3RtyM$`no^Ms!w^w4M(yv@h2!zl?o@Y+dh+M$vPtgK>r)Lr+x{T5 zS9Rh<(dQuCX2lPE%nmM)-Up&oi{(GD>ud1+teM|E7aO45bp&&u6A@~1-P z!Y|8SsM@)IglGSZPEY02c9nCSezH|n*0y%>`uiV${iPNa8MzlW<@NiAnC|Xr;#tHs z5%1u}SuJu;eJcH^u_$5B$9{Mw2=ih^#43{b^xo%F3$U{A+$Om*yRS7*KrUl(SDngF zx6QlTHcpQ%sKiF2?U8v)$hFH~%$mq|3fbW)PZ0hpw`_bHErqDQ#eT7EDExt=qrJE} zGr89PTW{QV>-o(N%2R>~u5`0r`prCzs8V^!93tc}5n(PyMYZ-65{k#{%iodv5n)Kl^H;nt7$WX5kEJ@)e|fE{RQH_J7#+Q)XelU-8n?p&eys*9CP z`+%Q&GF0y$Bx|OSh)nddS#~9`Uv8IrX>}HW8~v=kd2A@Wg=Flxajado(3XQ_>+wAo z_W3a`6Go&f^Ie#$2h1{sh@PUz7f|`w2@QQ)JBDVQGK(Jc8{Po?q8@;u7Y#XXPHof7 zvknp=ZESwS`smHsnXe~8NW>bwW_3N7G$_ves0|_P9iALgW-dK9dYeVyUX11iSm_ zC(deE`SU5Q*SBipFtgKzuBta@jWXk9xL#3VPdG^OFKd4{o)tbU&zq5utgfj47cpf- zIs>z+*i~%fwSH`k`O`0D^2tk||;CAvuVnmZJHk(mZqHHF{q zx0)ZAe>Y;>TOW9qNKQ!eVw%I4#_CbxAa_=)>z#5;;;s^0$L{}L0Ez~IT_W7je@~b- zRarcp@kyoSwUSTC!h?AbSB@mz-5=_)^A-D4kEEAg_=>NXLz@0K*%7|P5Y2O3VbWd4x`A>A>%i-)aWWq3tvBsGZ>jPqt?8f@ZDdUorMEUx z3)PiWsUjNxoi4&71z-pUrkUcpYRaVDySMQN`RzOpO=RA8`UmN<=SyG`Y{CM*#mj^?0xURUvUT0VM$FL6jZMrd zbZ+|hEI>Per#b#Fmy0lx(2<^#THQdtKl6{D>lp}i8 z-7uV>uCl8IHkyYbRGATDiq~sTgw}{HdDYyHy~!-d{Mhua&cvO!VDITc|0?f3((Z7J zi#7E8$MlX@Vf#`@RyTqCC3<8<_;huxh2H9}CVUD&3zU-$AykfopTYx9pLs9`-7*T7 z6Z0bjd{6=IU=wPS$6Ykr6N4OdXDyV>o=_Z<>ce`y1{5(cOTIIRND*r3)htYE#^WSV zZp9Msptyae@Qtm1Yst_*NenVr(YQfy>)l*P36JQKNED3KcqzZ-sG4w#v@Coh$St3W zh;52t#=`N-dTv;nE?_HK9M>1to~INx4aGP3=+4o!K@<*|M6LPwnHm z%U_n6mAiMdhL>-{9*@F%@=h?7n(*H*m!70r+FQPgsZW-R#A|wscqsCSus%nGWEz85 z_ZG`$S!Ipy7!!TLPFKYA<(u0|+LpRz)_}i8Tmrexjrp(g=rTc<+Ohoynaoz3`_=xm zWoTjX0Zu<+d*xVmf{f<5gEAFiI2jmH7?w-eP5uzEpc2pI3eCJNqcLobUs9IRtdW&4 z+q+$ROJ&0Olfg*Vx4r$RCdX4vQq2_dfwb_#*CB;tH&@bg5m!ASh7`r&z%QS5CO9_} z^W9}Tn7-06;_v{$&z{}x>WZcM6gW$Im6la{h9#hMvo2(#5IGZ(&tB3HiDBpSg3>wM=w2m>U}UE}aL1 z7n-_Sg|cObMF!cDj_k#8wA2SaN5WViKD6S_{(1I%b6V%Qyqi&)8=ID>#Y=>F2NT9K zr5mMu&RL=2;~Gjs8|d;AQZzwlD^zx|*|!JWt|blkz(Vvq?5~dLujK1sRWqi# zaka0)8Q_I|GnjwRa#+|)VQ{ImfwqyuBJNqm0*{V8=z=aSpQIB(vpQCcO4aMmJ@>zB zKK=+E8sSJPHy^^)4(Jvb*y zDOfw1m^nWt-+4-K6{R69N_KI~|OcXg7N0yo`%gA0iGc3WQ|FWVrJi}c<*MI8Rc~w z&(;S;Adw+<{axRStf#8ScmqzU$zw@(w<)Pj=gAXpR856s3&mt(T~2uCifNE9Vx``e z-*F@O%gZ@+E|V;>FGkT(MqPXC10WArs-sXrLwmd`wxwCC9CPx>vIb(g{|ie~`?Ju> z0TFwJ;UApi9n-glHCMM{SoG%Rw|zYBqOePZM;xOyI_@Ku9#2iu<~8h|eghk(Z6u3( z@C*ikPR5Wxufd1J3``sIXRAu%SsUe!xCv1+1wrp>7%-J8=%wBjX+PtL!zZIY<9s+B z(iuaiTc14J?-$jPIA*vomh~9uj%{YO0tGiet1J$m8QBR5!AA^>Kqe4;p<1Ty-E5qh zLG}d4g;E3j+Y^)E~_`RfsBW>VuW*k3hbYSmd+E@u#i$@)Fh-!iXUFOU*9^rNXu)f zB*zTBqk_?8xw8I@kR)f`XyYj^1z3fMXGlV+)jpuHFX=% z$Hy-$>LFz~RcNKe}V#w<0vW%L8HL_lr&d( zoa-M=v&K8z`WTFbqr9Sx_A;@}O)^SPuCyDng_&96+Z(V&Iw%v1 z>a6wWyP;JQP}=MC{mIhJ%Uh|Gy8&mPNky_lafw-~M* z*3!w@ZEh_}B$qz;_2#0i>`~V*9{2Cngk-SE?xAhEf?`(l?ZWeOqW2G~x}!^)(F^&i zf2;(D{64k(O-vrN!jmYr5|#kkzFi)WuY848h`ovGK_eGC=f_peEuigQrMv$4f%DZP zf+1-ISNpNGl7avU9~XZOsWf$a8m`paM~zfMt2jrQN3B&o(BPg~X*%y(EQ?xJE9Ie$ z9tyuz%Uqzb3q0sa#QBT3`kcBN%5`0)Ac&0bTc$qXR*d>a!jNYO@@BO>?V+C7LVAJM zcUd*EVphJ-W*iis|KZ^!|0V@n`HbhBEB6$s)k7{x z<=2en?cK>PU2Oyza9GmPTH-iru(IM$kl1n|S4(6UYk0Daf!(Ya-_$sM5qOztZ^7RU zwUBk=wETf20S0(Pw^l0SKoZ)$$Dqe^O>CEYfUa81zOX%6aYco5kXE|JCa}p&g1bF? zNz!8eLZ+DZMCm&l?!AUqsV3>rvFSJMhHPgOO$Qe;zoMe+e|38gmwDK0cI|T{%zjy7 zA?Z28(#sOLG`Bn^?0Au6gcJhG>Lb(n+P$L-4w4&La7 zPX3Ck*k$B!%JU06tE;jQn<)3w-qx9(Ow@V^4u{;2Uyy=20TUOv%R+Kax>;!4RgWdJb0Shy^TsLt`F#$YahTfTg-N=ZpMGNKu8 zK#(O`FYipvUIV@395+Y#LgH(n-?@Bk%MNb5&(2@n@P}|kGsMr(s{TSKuaQX+LOLoef+i-nw%hkZ}$E&4tMJwABz zyrthZaDn?Aug>)q6*21^C4fe8$K@XBldH`mQwG{=_6IwRs~zE->CZdHT7JjnUQWJ& zF#x?{az}y4%Aq}7S4D-S|A)>lo`D{Rp`f-SOMP;JP2ZQVBOBj_o5Gl6TmvAGL*)i~ z1_fsWrljYH_f6>B$&b6;syg;-u2*N>rYpz$=^zkGxz8F}X(X#b@gaYAJ-&Z8Mn_L% zFf92stI(O5H(y)!;rn5R2E8!1u_^b3%~HtbxF;-JN!yW` zL>}lezTZ<=x_4Is5|6&KpeKG%?{_R82=cgfz*L%?Xd}^$i z2`kOj0Xq_vd}X1r0phF52{vZI_mlmZDM4LY-9JMS!Ahn5EaXOqojjE0h4Xi zKL4i}T{<iy=TsC13#O&D%S5n+eNZ)VJ`sBYQA|kNMU3){{4=PMEOG> zlq`pSA7GOE$xRNyMkafC2xj(b;zlBxyvIckG!OoymBJG8;lr*zIl8#mSrxK(R58Yi zPeYit&wqB!l8{vDu4&JWX_|)&w6lS~GLX>n2SBGUcg;i6r&Pap;Rny@{g&wUU@HCa zP^_V4+BL!^XX_rQum4tJPaTU^OL zS!<=y?o7#kal5bIMmgt^#U+JW2!(62cE-nWM%fPn*a0@DABxxCNY>M?;7fFqQDc|h zO?LW-gf*k}$Gi_tMh9~{V$8RAwXyo9JGph2ibT9l(4?X?7^4I=!K!Da+{yi47L|LB zySfSPO|^t}ZZ3Hs=xLVI4f z`%umd(s74CX~J{%mCm@I?IqsaDH8{9`1ELx()N^x_n<=5adASoQyF**gaSRqbzHa6 zAbia5AF_$_JdENK7cmK~>E!O|y83I6%u_$8I8CQN8BC3hb9{Y~nR)5av~_w=QzrY< z{|^tV79YiviJYaTpbCxA_FvvpEk~xhsk@r(PsflfgCk38`CnGpgl_j+scE7m-xhG( z7z>b_wUOvNr^AN`3)wnD_bQCfMbB!Cn(^p`2ooQoU030$#6*$bfBALV|7#cxwbxJzrRe?2EPJ_`=OuonI@{v`*J6;HcIfW zzh4E$U{q##9$$b3x~KJR`U|qNd)Jm>mT^|lalYqR-DtjD9e2yNNe)Ei>l zOs9O0I*2>I{rc+OpH`hGKYn!oT${bpoMi#UwGk4Iavy9&=NiX@IzQyx)1{-XNK%Y= z-#b#B+T#IzlF?mQ)>B8#WmaY<@u#Y5gCp|8*d@o`ef^5>ci#(M>hOs0{-1SsKN5>!jiX}%i-Vd6`vvz~%hc=!6dv@CmQ?3`+!bO~6S;r= z@}$gSj_DX3eIjzAD+Lb*uXgsDm%wJBQTWMIvH5{Qn z=GdC6(Uc-}{9XZ}?%lGJDGxwj2=KngA2FaeE=mGhBp4V4eRzx69+KHuS zJsB6TY4{=XeK7I3bZHgm6USb~^+Q(GoGZ(27bjIuWg^mvNB?odMtoo^S+A};$q9i7>gfD1@2vSjzYlMWgA zfJ)?cf9pkPrkV!jTe1}%$ZkqL6Zc(*84#C3ETA)&P2Vc(&C4{^08yMAC#tO;POk2j zUpQ0L+(L53c26Z=j1k@c80hHs_mg5oy9yl(BaS^ z!EF#=2gRnEd>ymw%#xSf;1RC?90Ke=Fx8JJ7~j_~%L&m0sO*cA$3&N zKluGDoT~f%XlwrL;ZJTVaEsK1zEAOF|4T%~t%}%y4CiedU)`%=!3S4dgy0EhniPUd zIbHJTb**}axAW$z2xNpQg_UU424AdnS~#BCQ|#$8VN2inZjNt>ia(cGe@3A_j4W17 znN^oO_YulDpBQw9W^~yo&m>y!w58>mQB+G~x8nRsv)bL^(Y3b4{>qG-T&?W&X?}@6ApWI^1(E>tay8r z%QWJXf}msLqZIu_Eey!Gp{Xka*97xBN>7#-5jo@Av#8z5Qa-izZG^nB5k`*34-wsu z9ae{wSTGAF%_=)EZ_`Dw|J{(38k?>+pZemMEKVn2ryB33*}3R;gT!@I#KxZ|&E}@tXk1qZ zcEF`k3J-2h9N@1%?Wf{%`5q42g=Foa=-Mye1thkP2Z)TNp8V!Nv*Tn)?BCXs zL#%X<<}LV~q4NAH0s&&h+c@QtNGx)Ky13iY+8;@5g-YqyzZ27S9&hJb&DLpXnQrHh zeshdxqJXiIC@B`!FMayiVjRj;K+8NXeITS0Ap~&!S_^CoR=<_j)GwDZqB_vwg}i!N zTEQV9=mv}h38EGj8t&@3c~_dkqW2y7V2>RTP)|f@o(101r*$10<)PquX$Kk0w7yp= znzR@dJyKo@p&bTmTMSnTr1MCI0s&$B;| z3pr*oj(}K`y?Ab(5x_i^uM?1*o&gzuBl49t_$L;m_8)cY`ivptDAtUPWPb^?g)NtWOs0 z=(x0!0zsOn(aUP$|;AE1-L z_!-E z@i+%`+ZJweTWkwP>ks?vxu%Y4z%jB8rV!rEV@ttrb9bk4lbe~1t=`H1rsr?kGXj=r zMbPkLhc#ZwPi6yf)GE{54z$TF&=d-`uYb$U>E5R-q=hU*DqvZ&bc(1$Mj<<5KJZ z&g7hpuvq>iRh|gB#C3eg?49*k+;~5X|K*#GF#no8eNcC919z#Y(gIJ-<`*-i8UB2S znlE?mWqj%PE6~@nPh5J@VX>a9!G}6Z;5i}+ zAOk^}ZM9V=j`wRgo(Mf_aWa*fuR!4sC^|nXgHc(0Lpx(JvYB@^R(i~~2igIl`;w#zZdpG<9++Ro(v&1=O zj?&dzowWZmK-)_Pl*VL(1s0&fY01U887-H95r|x4#<-SNn8U!rl+khgrZ@GRQz{oizA8cSr7_sR4>ZZf2qVkmwhsm^1E z6&EPH9d9AuZ&*)vcOiJDV{We@yJgcGlc`|z^ZjJL2Yhmh7Hy{+yhcpp;*4C1B(mev z)EGjpT@O!tu$s z*yv_A`Xlu7I6|+g+amgL-}ekXlX;+*~jEmbAIlJ zKp^ND#pC=@<;62_e+Ar?wuF;r$zESm;H2?9p5ZHDI2mx( z&0}tVugf%!kZ7X>dAfr6aQH;W`~KhCba|7Wbttk}ry!39#0+r6w|1?wB_{gO>%nFQDB{SM}N?=q_tcX2DVe)m4!sf z$ivIxciPn6uge@_>N7`n&W>}k9e6Ory!1NlViRVUi`sW-Rnm?JoTzC)3#H<||19+uE^aKLJI zGDCD}C}I`8ha#p?Qy`t_G8_&YfUyF;w&b4+L-FRF)qmXdW*JD7g(K_Jm{32Co1@gH zEA9Xc$Z5a%RRKD)t2YrT=&y9N8xetNo?ZkTtDwXj?hLnylY*!dPrIeo_t9mvRmJ0m?(bu;Ih)Q;8&7L_>+#+AWN+SJhF=BVIPULX? zLvryn3sowni@tll(BTf=p<*(Mc>M^8>dl2+GyQXQHba%w+ZY)joTYY@{`Rn%4*Z+2 zHqNX>r}?46(T9p=t9r=x+}q$}4eeQ$*|nV_n3Ml2J{;*FJRyn6vg`OE%9z8k$|v*A zt&w8VcfRUh|ES-Jkjah-!>+k6<0k%=v^Dm;Kq{(N3f(a6XGLYzdju+)$5N0AMA$m@l#?G+c9~sDvVIzw%BeSyDM$L?m*|7 z?!+Or*AErti`M9mPVe2%5#Y9HzG+7v$S6rE`I7hb=@QlhQc}i8k18Pby~D%$^}vZx zR@(g#l3+LyhRcRZ);r;aE{(*ik6-v6zRl5FuBZ7N=w{yyXR|-S`eN4giMvi(D@ICI8q@R9US-jP+v~CORU;oc$>^_>$q0pP1hwr=?&kam zgFWK>3328+_x;qR~5H<~h zbhi>4X#tT2*_4DR-61J`)@+{V{l547&f!1ZGka#w-1mxWUF%x?kM%SC>>p^E9q-`%<^9uA9S@y-v4OT$ z?;|Wlf6Wx`)~NaSV9BfXjbR+3+Aysuf00M9!jqZ0mFe7%MyqGaXgwG09W*eLkCpy5 z*4kLloqJ&Q{NCp-@*xB2oLw80$mFMWBC6*nsrTs~@l#eF?eXE?aet^|{83`J!0gs& zU|!;{z#ms6xkpz_e(ZH7D%DuBhXo50g_1V(PGxg;`i;74eBq&^^uR?6@0nd=bHR33 zZ&t6)Mm$z{psPzI{P*`Mm?3|pnEClLAJGjH&Vm*>GpJ=}<>hT~+X`=w*x6vD86Ebo zC^oN3HDO(rDLrM?SZHxFF_rqt3zpwD0>4Z8>aLMa4A%tb3{~J}{Gj_9#Lx44?L?0! zF^6DLhT*x>lA=uh1|swn{N$ZOIj}@&QO~H(OUtniwaq zWlrVjOJ787Og}6pmR-4B_E?{jlI9$q>H@5qdAqStWHz-;JA2bp(8GID>nX&<#MFEH zNg}ODfd>dCW%~~Ha`TxZvC2@+r=M3wszI^Cnas_=ba+5%D?ne&D0p?#33EMl;@L-u zGu1)#pIpq&YPEPe)U5ZF-&|?aAph&}q&_tx?-WPX0yEp1&U9Axm)C`(iVvc5S?|Wo zmr%lVz22W=p`Zq#z(Ha0tH$FNE31S@wG%^tzyJBPw6q(XoW(jFrPwYl%7D%5mO+C%%2|t)4F1ETv(MRO4PqH%>_cNKPRy9>Vne-dl_a6D&=JY!qtY&<( z`A>`J(p-;foe9VSwr&_s`&{Q+7=L9LNL<}FzXaZEUhYFM^Cf9(Udw&Z;ln#*M%ty6 z9aYM$(0d!%izAtq;nUT7sCYkk4ogsCpiIB~6l@qivEM@>dVhcI+v-3+DGYqLC<&w{r%IFD>2d;E7MD|EVha6 zyS}~Wbkg#KcCep0l?= z^itT;!liFnPcBt&UAg9dNY>haN2S_3rT81oc8=f2gT`MEtV}&#cBZ8&yrJi(L<}`1 zGO^AgSAC)E()D*6k6|Q>yO=90Mxo~9IpS&`%y{)(v9C|R*vy>0^e9{=cTslb@vwT0 zV=|fW_0T9U#6YZ-1|pgTN~l>K$}8EA&4@Kr2UekxvQ}eS=*RxgERmR{)qhvO^D#(lV6Sw40fVSMXWWRV;o0(Kb^>mmy93tvs0~-427bgjaaK0?oDaOxJvS(I zZ<_0x=aEU-O5;X$X72lb?+%+;zfYZn_r`CjnExe4{KrH|uEan~Pp9a7`^DrQH)AIx z=7aBtNuK~pfi*P zq4-bq)%>^F&HNLldVNaj-jW;>u^%dW##|YZb!J3KHNd6+)&HSpWWXexVHHYmh+gK|vfk+@_wHq$Sa4Z+i%ts_{ zpZ6DtdyJ>UNw#s_dE@PTQT~b`iylu!#`tW#-rjQ4oNexL5dC20*#*Vu!GF-aOBLaQ z>5-+5_JdXqR0JEAAoC_WaD*$3;03rM3;w-{J2B_O3scJVo6eeh>{t5%FkC=SvM|KJzH21fafw=jutiJ~l#Qwp-5-^rk zB8Y4%|J~d;hZ{LO?}`e6?p0Sy$zktK}EkXJXxhu zCuY;FmHYB_tj^kgyF_z{u9>*;CGo}ISEQ(3-g(zA^=p&0OtK^A8-Q)toU-2WN9-qN zqdf#aSv}laNv*09OgbqcnhLU`&^Bt-2r0b4Ucm+6wsO(%YNUP^f!~_-So+IjP?aH) z%E6Tezd*}wy(T?R2ZK{Spaq;iD9pZ-xXuy^abHJ2eR8M@xk)j?Q&w8(%N|pLd0$X} z^i;LsGHku}!E<*m2P2ge41#H^J&!~X{g7`$+aq4*sNF9k+7<1Uncr3wX35F55H!$% zhh-yFkFNu=?g6GY`db|0XA3=}sEH_9c^C1^1dx==lbEWnzkeKtdp>;j?B;Uywl0W- zaQ@znh`8nu%VR-?01kpXli`26ULKw*9()J7x`^26-P1d&0YjuzHhPF@APL8jy7+oS zfb!DW_#6r4qq(YsFu~Oev_%&T_Q(zWP^w6ltdizjDgNo|S-1O@rD7>G(sUkC^cRCQ1W1tZO^ zcFr#EhOsZki5~r=aXnVj)F=K2MlHOE0%w%zN^EFg@R#-8Tv|9HQ}e-NYtR{f(JJWN zjwK%LGwQlb5lv1{>q8jB2kB97k%@`PJQ~K;F2C!TD;rsU7{s`FmZu%;CGwXNyb$3% z_PfsOI-&<_NO%p8jO#q_FL%y6#DOboAg8%M&0C8^mBg&tvz6NQnfv?uoj*Q!%8~^? z`oMRERubi<@Q+*}vfT$g89~C3w1qQPcTv4pil$_umVn=%wOT7|AL%i z)eM4U0`^%sG;0I_2(yIqY}-0D(7b{yr5uiF5Ha5Np|su0%gaMmN&wL=-=rCxWiC>w9Z%LCSgG!GSxNe>w*HID84z)L@1x2d<5@P&M~IKkOR50KFiR zrXC)wyhNrlH$>ci{FDokuzB4?{gOg9nzb>2h*?ov`%-vIT27z=15ZA6So>v$vhbT` zw)~}uYCGuzDRqE!?%!E zYz;!Uj{O-MS~aW9Uyh+HSRwO<5TLKMGKa!EV`P*tXn8b|8h=RkEdfEYohW|m-#9f# zhi+AS%aylSSQ=H;b$nnM&cv6K&aRAw2LA`O?3K1pV2v3N5)q+B=262e;gfz1C%o#C zT*>-+d$R&)caB=Z87Bgm3+^i@;Me#43tv=B9Xc)z`G67#sA~HE{W@7tN&63sapwD6 z#j>Y=*Eyv}gI0G?_&41VEzEP1l5Wg8aC|jy4!OCcS$N4O z+-MjkE~l{Z5qh1)tKXRG`D8sN+IN)6-7ruebWVo{H}v>)|J`JKKS>zcQ2V!$O+_!Y z_HeWCL_?$S!Nz0v%|7)9R=l8bfGjf*_8hEoDHezxm6ku2s0Mr-_u|Drf10RsO*25n zN`L?FpLh%^n^EfN^p^AG=onnDPmhQrvC9!zkUeAG&tT>MC^jbO1jiEM;i~`;(yOCi zWmeRHf@fLYbC~bt`IUKEl?M2tgARl^J8X7*uw7Ic;G1Een|RzT2n<6URhJiVE_Mx(DxQ!qKw=ZfL4{6)q9jL|s z3u8N&wB7$S{@oh38YZGbCW@>-B@%@@M<$3DG&(>bWgM9Uo+ce00%BEY=~(O9&3-LJ zr#d7i#y^x+G9^`;m87+;t-CMnWc#+2q>x}|fgFlU2g({+t2;O5$*`>{Fb7;|#h9IO zYjpJm;7rY}t;#3l%%rVBCfv(n7@eGHU}TgNE`dG*%u8(sCA4)NQS)_MF3&txq!!(B z4+}{0_C9UTonImSM)0wi+`yx{x&L2zqhYMO&g&ez&G^@(0cjE1l}k@Mq@{{sV>$jb zmhBT~QKc{S6(qh;Ccyk7tck6--hq2=kZ!~E)W+H814l~Ml{nR*V@g(EX1x4YSiozH zBFJ~W+Hj>R@0c~;Q;zpeWtq<@SCOsa!R42Nhz5R)ek z&*SYS)K%Aqeu>KeEO(kjd`3LN5|GV8?>O3$ms_~KBjc8dm+e`~C~1T9auB1fh)A^S zT|!-QefY=<_n%ed6AG&p#Li6pqj|LRN?}A6i*kFJ0%cGeloYGDDqKvILI-VZ?C9XEt=$WXQcwF}m%x-ob0LR62m3 z=PAnb7Ffc2VGuL&|5D*FqO8P@FmK)1Ec@w54vp$T*h0yUU6)X1eags)Hg~b6ynIlO zW*C)1gD+kK6fc5m#HhTurVH|xv>KNF*@D1ANri}u@(3KppU!(LSqyzJY~H4sVUT0} zhn7{f59my*gHIdYisdpPobHSdbXlJs1D$fUj&jL&*OQm^jBM|H&?q)~wmIKtDp3M5 z(;!NB34D6y2U}c3oj=6mgDdmkjBS|jpd~8vICn!XUhmyW`&QxH0XWUi3k8)b+)6Ss zxWOWa&Z^y4Nk}paU?_nYgaI`NTUyshNOF@Ta(utNBlWUosEe5GY|>CNQ@^P*(Di@U zQvR`#^Ge4?d6b;$?b2}B#HS{zh8mAO%{&BK{D>QC@Z!nmh0awe-(hLC+mFS#Xi|p; z{Hyx@N+vsv{db*?oXWxZN32ABQna2YDYJTkN@n~$rxef+*C8P%&-D$HPY~3I7xj_t z_2k$nsH&onzRi%7i$zqB1vk$tz#>RUh%0@{f?tWC1D!Er{-0RQ<*>GT@0C^2=pmnH zn7!zGpQ!3>Wm1KVq?4?_b;U>Am;1I#8*!jY0%=X6-3%h|5S;97hz=K76HLX*}7r#aY;;CBVtiIOlEn7@AohzHKk() z`#H`taLAQIP}r8O{sq3Bj-CBe6)ypSx@uizwbs>eJWVAxYr#J?pJ|!>+jFQ3p^G1XmyBSv#{s1wuXW3 z3%~vBjqP*TbIup8W_j#w*>>{J#K@$?Syo6R-kBftokN#4Dzc%GE{J#Z7DTR`d$TpS zMB=H_V{V?op1IG`N`0;z_J!PL+u~sHRC=^7NA&LIf@}~O_gZccgsjhm2bj`fO}B!| z*?~>Zt;n2*W`gEvt2l`cUA5cxR#Qic zwe#eSe_!TxDh)_3p0mQ7mQPm+_XB)&AVfv9cs(0V%TfE`r;!Q z1%wINfdZXVHZQJexrjNR#(qL`LlAQpsX~P%BqUHXzzgL3&VN6~<)2S!1T{ZCeJ%Ha zPf0EB$xVKK{xdbib8 zyF}Q)eHLrT%fsv>Sy9n9JKDz7bEf8jBy3T?ULNTnrQ33dTso30A`*XEMuSl9vrpXE zTe}=J)?K+$!wjxJ{A*KFTx*Kw!7dcu<-Zygzb`aPDuGb`J-1m@wp=Vo>ysvUKyCT& z#PqY}=gViYU-0`SPnjx{ibSR3QW$e#6{ejV%HkimV0OljC0?u1JE;;u9P1&-+yQAB znXmvRdiqB9MWBY=w=!;vVhNkEl@$#Vvk^OE@J{uCW!Vp%!SSM|c|xn#wL+`TILTkk zC~=*F+4`zm>E^2d~Jg4s}s$@BzE*@*4PZz&V;Fv|toa=9~vtyVDCBP^;y za>SCvi4l8uu-c?@&2m(-X<*H1Uy}79=O08!dY5`5yBXN@GTH|>rgx#N*!b+Gwuz!kPzIfy< zNj9o+s`Ui+ka`BeR@f{tF)_+3nR^C?hLPLT%+>qQpP03=eY}`gMRq?h$xU4uJHGs? zNNwIi4Gf#vnN3B>R1@rzQ1Qn&9j}jienBSr>uJR<_C9xwHX;%`gXc%eiz!;$|1@+T z-_bq=m5xm#(Uj2X)(7Vd7xuHVw68=DcX(XDe!L&Bn)T)e&p-BQ814Ig5NrwZ11Q*4 z>1s?*68v*Z%xYSJ*2q%-S?MI}sAiP)==cMb`%?viOiN5=KJ1(=BDwj4l)<)C$KQS9 z{#a{ajo@R5WZ&LSKANLDtS+Vk%N2<|U>OWiV_3XN~2 z#U69ncdQ#IN6INnTT8=0=UIE}esr)6@E)ydj!G!#h9J*PXsG}A3&jf2=$A*HJCH3I z%=cz9a6!%<4n-rC!=0{|GNLDQy><%M{L#nj`u9tv*V<ZlP|%$MKx&f zkE732`Cr1`i;AeHECoKb@EtwRopiZaE@{yFrQ_l0S0ObiRRVLg@4&g5bgBu4rO)WdxGh}3QH_Y*ZU?EK<7K?ov84Z8KE$x6NKbFqgear}{;3PnGflQ9*Tkz%7y-$O

S_IGdozz05!0>uRNTu{ga10cF~Pg{R6vKr07|$;u!wsq zAaf)qg(RKJYP71i3E2z~HA{k4=hQ~eqiD#PW$P(9|MA61;^tG`Fgj%NEn`9m;$RYm zJ<`+*b&DLAG+j2jB@JN^T)Ob+-#-&m@GJ*WfB`5F;A1f*ftc4|AUNQp}T2`aW`r!aA@9SVQRq1T@FTC+L`%QZ6=QzvBM& zz~AEW9w${mVNXn8e;5hIps2{ z5Ix3%h^yyHLcT492Mlst6FGI?@Qd9=9Gt^n7rbkK#0;Id=P2eYd3e`mTnq+QRKBCU z*MDh{6$Q|MOSLe#2yeks)4s6#-pWWIkSN)t&a9Y!)f)W6&+_pi@#tI(J&%A)&bOv( zpO4B4hFL0kS0YEuGsT)Dq?N;mFj;+}U&Kx^RI?EnPfIykPMP%CeWh@jFhvE2XMOg5 zB}9eeYK9TjcWF!6`9cqrdXr20{n1ax>3?y7weeto!^O{f5T zZIjrpquZa?#1@qd@tO5g7L~bKhuoLjJHjJtEkYs#d0OjA8pP502~SjqwqGzTJu+cc z>c*GOB4kG2shs3PspzWOJ61NhmkciIJBgi{{DbrROcx6dj*Q=t(@7#VcozNIsergj z2NJX3x_87n7+6en0MaNwJOnUvd-}(n^_e(XB2*w$QFn^*pjH z-=G-PQ7&7Ily5^zJ4zI&6vo|%-z^E9oOWn;^xHOWCa~%Z-7+qT@E%e%?64xAR2+I{ zVx#<=|Ji*v&SKLgD{{l0H47sxyoj(^1{uH6{B+Hw99=87rTU;E&lZLj!3Y*rGu2SX z%+e4B%6XDO%b8zp?Mq9;HeW8073wlR82T_GN9Oe6^6DNo1XcVbX5idgZf7hlCl^s} zH`D4e6VHf8M&a@>kMkA8#*9El;U&oxm1K_4fBrmOA)eN1p8Hw_)W-uU)YY|mR zx3J7h1s2HDtt&?DR~r;B4uvos6bR%?y(+Q%!_d;w8cEE^!;?Jr&2ZSDn^(3mekN?1 z618uhyD7`lme`{v75}X??SM4@E0rPd%tz~1<(AH7_8HiRkOKMOqwIYOAZ;DJR7rIl z824xw)`hCsjR3m2GmMN-Tdvu&oco^a^^TNNf++yp)cch=Yc&JB;NT!(wcF{O!L9mJ z^+61RMZwYU?dYT~@=(qT{T||Me`?iNV)yX3ikz>)RH6`PuusAPmA`oX@p1a_i^=HU{HMXkKs; z$brFjYe+-|y1#}%#pD1|GynoI+N;6~QYa^`trVKKKP4|7aMeV<2r zFK6z#QL$YsIcVqf?pBl>uE$T$XiKhcswvye4+~JaVxd>u=5Frf+IBLxgPtePBqxeX zyS0twdI0zGj~gO<%C5tjK52bY*;)iK3+Vh&`U1hS3#gLT=5^&-RUMn@$(GTjy;Ig! z$cw;X%JF9vneELEFTW-^L+%0Nqv!>6P0)BGH|KvaaaJBkDHge{kJ?g74iAu(%HYn8 z>yJ(os>d_l`2qmj^M;_r*H(!hUIlXyZAo0caH?9`G2-V*UjX!mF5AS3%)A(U9 z9kny=Mc-#!j43-=$DGb1m%Z=pCmA_-c(6xLOZ(8g`wtL z*>{;wecuk@l4xx#Xawe;ldOm@2;HTo$d!S#Uox{H$b4M=)MD)_o>n zIs|hT^ZNSj`|_ny+P>wcF_gABd`SCNDmseZ-lo>VRZ*P#IM2e2j#J~XVlhe}D^cK} z9=P+j^2??GN=mCgENf|fEmZusM@#R9GsyG^%p<}*Ayoz$((ugf1>T3r_C zy5^W{D@*dQD?}!+HC2iLwU|tPU5A*zQ}8XAv-N-+Mm3h6@8&-rZI=a;Flip7F{jR1 zo2nMrkLuuY0$H_6c+!Uc~i5Oz3%%ieO!l4<%ZQvspi}aia6%x zAQ_pZHd>wo-$1790j2!+G$p0T`9HSf8k7btsM{O|KV2|s&pqB2QZWwt*%|!m^eTG( z(~{Kji2p>zakNHsWlYICpm+7wy#aa~Ny$GYE8TLQdpFa2n_j%MEk4%(WSN|^X4YxiBxR%1*St0Ts~ z`2_Q2Mf{-b-^$9tr)eqgIbLf1R9sY)<~dEYglfSm-)Rw;OPo-RDlH#q+PfdU$ zScZeMdeM{Zj40F4vuN+Xv#%)b6`h^FG0u!qQ48+5RMC$!yU482k*H@cSP^eoxHos` zN`bw>%TG%3#oe8+x$GqNOhvsj&r}HtjQY&Po)Pw9svfV%c1)s>GsON|C_1N9q`dq> zaKv(9({aZ38d=msrDlxpHTY?QzeJ>+(F`s)9Tmx}s-G%%qj%?>+H{e_Ps^Tf8FnDa zTB1g-(eNo!jl#s*U<>P0a85L}r=E{@N#n5l5EdCu(p}xIdUq*fLzBX&wB;R^_jw!2A zB^KMcZ0{|3U8av?@_NZhc`aW9W8*fMKupKtK(Kur znVyGO-Cx&ask!wz_8H;47InVXJ$8lQ7{WP!2jh1h#yE6H{sT?jPr5=SZaWp~^-m&o z`3YQ@f@;uQ&>egJjgL~)G!<+9e%KfS=d_y2D-;Un#rLGwy#?{NG$c9bu!p^RbyG0l zK7``q{sCcC??x08ak2lO^?TMWK+)1EtLyk~RL-hUi6dESI?BM^`IXu@2N%^6Qj@URfjo4Z+8c5GRe$qx8VE1hWVVBpbm7K{e@*UP#2 z$O}Dxt*nh+EZaF&IOTCY`X}JT7RM?Q$L^a3M+GdfKRM>{PjOzGK*rrDSp~c~~o|l1vdI ze8`P5QRVYtem9RO}#I?|L|)REO&GIXfOsBE1E zA5QyHSfVO#VjU3@@}>HsH|(8gC{o6X7u(uxl#^Dh0y)V)-bt(to1Y$a|GD1(jy9j~ zlxMhZ^|%(dW@Zl55&`-W(_MCj-%?=ZWgoj_r@)TSb>^&+sV) z=%B#{Kp81>iieBH55~Fw6jtstsP40Aq0K`Z{P4YZRgOQPzwdnQ*%OOnH1YJ+F{LzL zNql&=|KJEG;gM^(e0_MlWlo|_)710DE39{0X0Bmf63%HVuzAV<>-_)u$72;mE4-=x z998C)_RcGA_LsI9u-81#SD$)5JS60X61z*-dpm=zV?gEpjczpY>k(LJkB)b^3Lz}C z5J*r4%d8SVe`Woon&Y!;|L<*2DV=WV>;zN~-Mk!sPxRlkGVF$6z}Lur3PE%1fj9W1 zZql#|7X9}D&8z-?|NP=}x5Z8;|NC3W$CSi61ylb0HRr~ZPWwvo{EKFUh)JK8m6i^@ zaFwAMK+Fz`Bp!>QW|$wD2GxY7pH7f^ayZPZ?Ch=78Ul?VEG~{25Xi{R_W~f(8WJP z0f}kwK9nY=&%FdXIicnF_&8jhjPNQs$^2vFA-}@4g5;OsT6Y^V?8dIL?3d@gmoOhE z!<$B2r>KiO4WMs*RNljp~7Nu@&>o{@B1#$lhiSg02~T^RCl4CNMXxto<{K` z5dWe9h-?9vk7n!}%d%o3*3hXi0i+F~9Bmx0RTP7K>@`xhHTbUg7I{jvk>ZdpPC4=!#KQo8~z{Rg(TZ2n>wL$w?_M29~c^h(ZYf&BVbGqlgz8PL(8B*Ikb_ zD`4kzVj;WLm#5L=Em?c86*q8D${}5;Rnq)`IYJX{ejEDoy4ZAA(})y?wflKOetGOe#mgweyd^`ARCHUDuw_V8_mkxdc?v&M#`G07|VOqe9Rt`);CuTF5h zJapfg=n_dc8z`8rfM4GRR0SrlvjoJI4WYHD8P5rk!yl&^1fDwqJ88VVEu6pDIL@US zigINiIIW)^q6KQzy{_Y_+VfZ~eHFWkD+HZR(?Vurb{L)tx0Ujy4^1YS@kXOBO@D9# z`oKA{-FS33@XqbeNFg06-!t)ujPu(EyDr^ox@1#TX?fZ3skW&16OMdjR4(_XLy{j( zS-ZNvo|xNS2N3W5c8OAVw~4O;MnJmv8kD4sg%Ncf6cmT8) zvt7FGzLEVuq6Lpwr&>D*GZ&gKO1{`(yyjI4@c8RGz*H39*3(wcQv2t3$+}(2ek!

KBVtlo;f;IZ*}zEoW=61YH|4cjnDiEBW|qfZsuFi|m)_40o2n)roy9rFec zr=sseYT;nM9C-&D`+`<4|y{!2C=3={eqIK+dPe9^~X3@G_2Y2572R;%kM;8k2Vu&lOy&B1n0z zFUK8%&NehMd|&Sa1QIF89@8D-c#2#*VxR9({Cq@WfT4K>bH2oKDDnJNlx>T&`3(Hs zH^%%ppqrM|eYrft%?PL!w)Gbno8L+{+)k&JEvTAj;?!zc|4>pb&qe|eB#Txlll2gZ zwsSHv>>5c-Nj+QW&(uZ}3ZsWaGgL(rhE1)NswIL_wjZ%K?OTE?fCip4r$k|nag6MG z;SrD{I+B){3#ydOsaCAQ7y38@pP7UvR&V~ex|E;2y!>&Q6xl^pOs4p{fG(#ueecj@DyFl{U-{_Y~EL=Sw-zphXkS7GlrdT%YdbUUw{g`nzJGfZ6(`i>D>aWZE!s zjh@0RMqHSXok)DQG)S_n@4bjmnZ*D)|AL)hm&s<1>hwe~G_9Xkjj=4W^A_yNUESHi zR61Gp2s`!!@yZ+>9>^0#bn;`iJ4TnO^_sM6+{?3dF*&y^3X5H;tOla)Y=i{Ch>WlWu( znTeFhyib|6NLC&+U&MyVH$D%QSy^c|mF!CWLd{ceb8G);WO82Z57IC7(iol{q3K!> zGMRY`;%8|q>V44J+|if_me07R3>jfv^LPB>4pe>RmArKe8!Bbjgf-5&h=6Z3da(_X z|G1|g?N*zn4+GRDua(F)bklqFGEw%UA3(K=d!RE!Juh8YjK0lmCZQyy)!^*t^OD_JF9PAa>+ecvB()0NKMCk>2pNqWOE6agSz)@?PDBm zPN->YE)5T8+n?dpF_;H_TnKb)cB|mcUCJ1LF`N22v{MqZBkw~}S=4!u2F5{8@^4@> zov7^L#)X`@9EM2Z_zP(VDMMFHHpS<;oT`O^`16H5Z>_Grgi+O)y43P#MQ^^<>$KbX zYGU;CyyuUDj{E8Os9x}$>mu8Y^AX)!`Sp4A=gi0#gz`FtnB@Fyv~sPqhR_yf!UY0D zHN>|x|D;)%Bd|P|`42@;7;b-(dEF(I_No2UXD!Qe@d{@Rc6l$3{NI@EsYA_piq}M; zk&*(N2fGV}(a=ubI@_I!K=RYBc)?tu)nmToYh`_mC9E&AJW^xbHFaMeIE4F}-bigD zn4cLk%Mtm#>$T|e&iXPDkzp$df#GxjXJJhG4)SzyPJ~B9&>bCa*LJuy1K34UnU8is zM#+?T0B?i2wn8e9++Muo$B!p=)!eS)zsgJ_QNc>xITX1U#hK%Ado0O4M1UftvYznd zoP`^v|1RaicsZ_?w8@Y3neoA()ZA8+zR((KHp>^q`11)cg$)=W&36>0+7P%ALD}E) z=H=#UaK=aYJ|-)0xtMU744~+2c*ZTMC}C5Ek7lJIhl*xvIgb}Fc0E|z^s0dN`S9PY znkBc6#Giuin?6^CW~ILF8yvlgjf_qnd6v+XR7?Z!AR3qqik4M>B(7dFxt_N2tQ2pl zpmI5Eo+|g_Pk7`Re;*9j+Z*yOef~6BNbHHqInnu$K!^?-D84*8U@$lB&wI~*2#KWJ z`SeI7n6`Omb9;L}w=i~#pE4{zIZEvui}vU5*NnBH>L|S3Q)u=*{Y1Fhow;qDA0MAJ zw6~|-eCXSZNtf-wvDJ}Q@S>^qgk&fqmWhR>UB;Zy^O?J< z#1<<0__;iKolYj@`9+1#*bKp&5f5dr%AU`Kxhr;&x`a&XBDI3>&g98qv}s>!iF@^W z=RG62KsAOr9)UDXuk?DLF{Lo% zF=ez+{VWe}`kfQ0Z9Gi!W^J<3PkK!bxlQS1^p!m>9AH+F(zWRb<&fP8)Va&Is`^jh zFp-uG)9*cYicPQMjyRur#`{%k>y&K^fXw1L6K^05HLvUmC%=aWIy4goi*yC=zfRtGb>XmdnjE?}hNERl-{=eee z?`Yx&Bjfm+x3T|zCF9$gdj7pr36x)3?1t$C3QUjlWgHw88c3^NEiRf5ezr+n{DG$b zPmPeYK2=K7q@(lSLgQz+)@?!C%T(BW?A31?!GNq*S}IoT6)tP1UAgk=U&w(8^2Go8 z$Co+#SQHOA0SWft^95Nqeo?jFU}sl?(p6(i!*P1~=H2S8lPcND;*gk3-Iq}KPuj_` z@j(21+2@BI#}GskVanRAlfYKF|G|aT=AQo7vEMhb7z<9_L&yVv0OiGeWVLM4z}W9U zdF?~zYbVy$*4ia25^&jx}0#WSO?1Xvy&yulV@G9KGL_ zzb%imkAi2IEudV2MJTcsx$YLR(w9@cPG5OkSUw%gu~Z3(Sn(0~i+xYsRW>FR&5O}1 zY;TZX%*5HXEq2doIRdCOfQAqf5z)VW`&PM7w|ajmOYG#nALx3ruOKP(eM4g(iQU5& zP%>QudXlWGt83^I3|CGAM~I{VHWcxsvi_$dsG9l-Y9$f04~19`XcT^Y0E9J0q>v7iy{--FYAqeECmu=p;ZwFdN=r-I zw$Mj61N+tN1>uQJNX_) zvFYhf^1(>AP{eTn?Zo^I&ri?ZET!q|KIv&`%}EcuNyn7@}AQfb!{EXBw zJb>3j3*Dw{-P?Yv@Y=nTdI_=5@A(;#p&T^;bW(;3^=fs2X>zrMR0{0r#|yrel}kK! zZfw;XVf%3R5s(DFzu%Hl*9P>!n~;D-AW^G|Of|3&IV^^_G=S8@KNI%-ZYI==)?of% z3pnGOD>ZusNJa>6sG}DCVF~2zSAx(G%3=QFE<*qEyqBn3*r(x2t>g650UJW5hzCyA z9vu|I9I+;ED>CzJJaQhXmC@>sPgb=DjwZcXq3+;Dr?;w+Oj_RG5lQ`#^jfs)k;p-> z`4NQat&pM}*uJE7K98!`HZsb%-PP_eNYCUOCX1}ENPsArE;0+^65|DX9&D=jJV=4y zhEd3MBLs5zVHL95`8D0YXJOK7B%lMgL~f9C82D#juGk)Rt5#!nNgeA7WUGleS~=L; zZd2Fupa-5~z=c=#A)hfa$uJ(PVFZ0vO{Re|-`*9toKwJmZx=!MLX*jURAImok%!_o zmEBL6f<^yx996$^0-J6k_je#U_&w+wBF|FS{Jh1YJIc~$v@Ih9y z=&)u?4`Wu%@1(d=?Iv_`0Q+{IiM|VG z3SLMgR6p9_)jkb4FC&`!O3)-OMomx$#5Q*7LNVVZT+og3v0N>A3Yn^s2@=5+CPVET z3o=^2Yj&o|?L5`2(>6v{fICGqlSU-5%bj02(@rHi-Cfh0e~;` zIWZVg@dW$jP*dO{4J-(09hDHtpSqbF)RB^JI)rPi>NclMi#Jw6(=xn6oWbHs_7sA& zp&6Hzp;Bg;4RK2Zz+d2n3nwGjPvZEl_HnJbql25;i+wxG`ttJ&y-T|l)lU=s81q#y z!$-hvcSmOc?fdrcnG;7~pd(hBo5Ha`F%w7ER&LS9q2_wSD>V5EnEU1(vD_Ho+MU$v zdEM_?Q?aX&G>5YSEQYv`O~pO*%*<^nln!&4#(gb6D>L#qwQEFZ;91fPKwV!3hP6np zd(6*dU7z*Awfn~)zRUY4=_eHJhYs?&N=ck=pH-6SbCD!As?@HNUlQ#6DNiaAUFT%r zjy;6#YOj+6wa^e@3$&g6^+Lf3K(OQ_5hG?o)l)=b(N?B=7N3|dQtnd(3m^V{ezo9* zzipS$b~D1vgN6Z)KA}1?y8H)y&@j<%YW6roE)=2A7_jAx=JEO~TGrogr1wotEH5>K-&*Di8dH|qYKVHEGGU%ca~D{*fz z?D9*4Z_%|rO}QrmJnCfg9`m}t!GineY4AL`aOUChy`3SMbF2`myYicwj_}H>p}SZ! zrDJZMmrbWx>sejy9QQhnGq|KthOH(l_ne}ux8yT9Sx$#mkAyact(fNr8ORBW@1Iy0 zlbxTFyHUM3Qr=VY2^zd(r_@=aeIU8eH+1gxI$tYJ!gll~l!f1(;unNv68 zU#D^1S}P4BgL}|}c;q7{mR9a;AF_|`XStkxs1~B~*A?dw>P9EVLe-9g8eE#YC*OF5 zMM<4UE&fZU;>r@lU0;P}b_Kv!qsUbCzgmi@h0WQP(>J|m94u$GQA+p+efM6y^-i@= zS7*LIe__*%jIOa!Oj`S$R6!5D2ET$$#q6KsFbBEhH}J;mB6?`M$~<}5NIBzzuae@j z3tt5=<+`WVOJ{FYit(q=(+=O}S5QCSbsc#WI4WFMD5(&y2z-*@JH}RJvT-~X2B7bQ zfkid3TnQAX9e`XB9!Qbd04suqr=`*HPenX7fF_mp#DFd7Qk1GxZRVd2g{;IbDWmZm>AB+!DeI z1j~N@?OiBvo{1`tAfZDTUKq56mPvPtPq`&6O)^%kxO;8xJ4lRH)$vKtZd_4UvBg}3Vw_VxeI=lCzS0CVb1tk1A#~kZknPh zMI;xW@&ZPAYR5&SZC3b{+?lXWQJJpR$fs=`ZQ<|9)!J5u%cM*tD#Y$lD6=J3Y*-G- zRPesgM-RriJjp1K4&^qfoKjRko7BnXXv**Mn6WVSSzX((JFe_|sHQ1s|%f}n{;4_Mo}uPtQEfCxGL9H{CtRsWkG*WS{?zswG8W{p5z zK8^z3#?Se+A6DRM$wlbk8ym^qe{p@%@on2ud!oz6-d2Y)w}8Z1E;E(_LE}&zd%Vv- zQeSJg7A#@VYLstL_;PGU=@V0ba1iR+E6kCmi@9Zvr&`qQoZaCUV)%V$>LZ3H?9_E( z@igXrT=u{4!v&Z{5%1rd2+x09tpAr*r%dexU?36^UcHY8<53BWT@8W}*BM+HPvo61 z&#Y6a`K+SWSCUMOzZgURG1y1Hk`t3IT{=(0PpZr%AdpfaZ*V_+n!|4WtVY%IK&}Ec z9nFC}7Dk4?@LkobC*2Do>;62H!J_K7cmy$lhYv8jRT1ZdaYTv}{4C2{P=za-9&dxP zSzZ%D1JMmcrvPcY;q*qD*?6dBO<{1nFc6zaegpqG^6!)Poojd%owihOEjP|FF|ppX zX1-i**Jv2nS!myVG_)8zF*7(iVQ+72( z@zG7EaIg%wBeQg^BjuNq)Vpqmq@HDIYv)%v7hIe-ggkBFX8s49tXUi?l}&ISztE$* z_5C41q={M>+wPYr27gQ+2&62}wljE)mEB7@`Ptne!C#2!=$wYS+_1ynkk1y5HWbFX zDz>Gu)0jeWtrkatsoIO4u(mT|UP^wV$kL-C!0|+0p<>JDpG`y0+Nu58oGCnM&+Ip? z?-)4oeKoq+;XduJZP5{HmX`eJS$`g_S=cU^c zBMz0ADB10^@^nIsk{L(UL&huiMwSH{HXV=6RU&%xHRabvEL)h2`;N2e)mr~NLDOF~ z)pF1m1K>MDX1t^3>%uvQex9ac$h02Yq;bAQLSQg_f!?v5%rXjDY8lCcn}j*<4^)FW zotg8qYdSRBihd4H4Rf~{P8@PUplXm)fTkQ_Q;3!=5cqRVBOI+ItaVuV;Ynd=wn~5v zpFzVR*Us}M;yJ~#1iG(Z&u$*mqVAu;LkT!7-+}az!)aNYAF6R_(9gbO7YLYy@la=8 zKWAo-3DZBsx96%t2pt?^9E=JT0vcng-JC9voYF)`{dvi9d(-nk3*B-gc&{wx!s3a` zOV-UxjN754FAKw* zPd9a9OJX?Q1aZT5Lf_7>LEhK~?ExL;seqZqE^zT-%EgC#k-D$lPe|jY0QTlxdI9dE z<<}APIz~q_tII$EEDfqf;=zf4=pjV^0si?f=6wJcDlbJ(*thl+8#h-d=T-GHeF}cJ z%z0lwC53KaE^H%j1gGmn3vski6zRSHDheRsjnOw5qz!`V+d2S&WE9C(HYWtVsdbBv0kBq4fUlvp4Or+-+4KOD%@gSj#5~ub!uT zWI7-Ebb6)sh$p(9%bdx|Sw)Qu=jU*7qM*pi4B;6mGK#saio_a4qbUjv8*DY1iLmRt zRHYm+t)2=?h>J@DOw%rDMlMSCkTM|9FZ?E&g`Y(deeadi+~Fo`;_>8 z<-uiD{syc}C`Ag7*FE=NSPySa7n#pEYQ#k`X((iV1-5`{U*6b{{w>nM&M)V%LF?r= zzoFY$o|r|G&JTY_S6k{7eRZC0wWjOF>@%aO`NO*NAxQO017d(Xx>Zl0zD>vY!TJrT zcTx+N4cH;V3X}0pqwGHC$ol90Mj}Z(bd~N-j3y8*$Ai`=R08*D^bi8-`s?kLUoS`O zPB57dYl>%jRZU=P&-2s2$ga8gLV|>FdiZs&g<{hz=elm7&Kg1=Bt8CXuBW>@Gl}va zF~FlvIxPheInT4m;3wTlxqPmyP^2q&hrU|dx%B8(=nXd;T7eR{*_+HT%=SCi+80kU zo@)ytIpAr@3Oq$!2r`*CIUl3V2Wg}?$&eJDo}u-o-0vbS?$T_2~24F-eG?K}WzC7}H zyfZn6VE$u+2#<%ts;6Wy(m(&}r~hBGB<#==CA$^ z6!bgHDUiIx03Z?DK2>$_0R5sWM|;1HCLt^0VzK}8=MN_PF(avnr+es<$lfAnIZ}Od zzb%9U^1*v1Caa6eb2flsk?p{n#Ud=w5?c=0S;qi`c!rvr_G%v;M`s71^^t1_(CI)5 zNmOzZ=FCU?mw0E)`hh+98J|k<#j+QYOaTkVsPh1Z#D{=#AIa@r=fzJ=a_Lb8qXl+F z3W9&cimBaGu|nZ{-8Zd}C#^UL1Cfi)G86yQL)lfCCOz%`XaLEyQ9(C!fyqA!Pe@>e zjFx>s2&u>PeGaRD(&H2m6nLI>^Ur*EUa$xJP&x*NZ+Q}j&@-Q@GPB*vTo_|oNN!c7 z1Yx$kY7ddR_OqdR!Gga~xHDMznR`M5b7Fk*Yu6w9BeijL+y zX%$7K)`@-eH6}5JynK2B+F}e&{-4s$GOX&ZTlY&b5CIiLd=Lp0L|Q2&1VN-jfrYe4 zH&T+)7$7B`BB69I8Wi=RyM#rEQVT?Q2x-`3qVId{_rp2YIeYsVVa0#WIp#g?`!|vh z!a}vv9Xh1UGstFt%u-fXs|R#8lcC<6#Th77BS5H^hMh&$;|VYY1oQ*R@mPTohgZim z(1AobbDt*y#q%R4$6H0+;!X671m1=P0VR-u>9ma##D_< za{WD=KS`j-$?K&qS!$gdZS*B^k|EUOIkK!fqrjNZ*Tj{q${*EUgBI5zQJT?+0Gush zSJNuhKB=TKlb6FHsbsa4Bsij-shjn@$QW3=r}S(NOVRvo))IpYcl8c9wHgz@c>q@B$pH-)8+g-N^O$N(yYdoM27D#WIWOMc z3dbc89*w%raV$I9G<3(_Nm}`(2Af8W?!sT(xDZlCEkNlBpkt3pB&W;^Gb$1tP&J zQk3_b-Yp=v;Yq+k&|E|Xol^5#P~Km^TM6CHHJr`LQ9Otp?n#O2I_gF7ea zkNME=wnl)+)*Gs;m89<1J4q5CTp3p(Bp1bgg?kOl_O!$`gPp@f^Tsl4iSf6({qf_n z64@ROre!8tv3XM&RJSz$n$Q?mDQ7hW4N8~I-~As)+C;~+1CezE5AAX?MNfVQhVpI~ zxy4{$#->e1Y#Mgaf19!r4ESv`V*q$C&HZ%)QzzKaw{@FTzW{;RaHt}peW%N4%JGVe z#hDPk4rv1GLqT>ei3>Vp@@)F3u}sM#0`vPMjn^XlusmkYs=8oOi|A1lYAdNFnA;BB z%=nnj_oZlx4qRsfz*0ArK9sRJ|)VmjMt3SPdk{3&+RjkN-B zM$30S*X7~^W>?l?V(y#uR+svnFVp&wXZdK*p!9F9UK1j^6Aaua0rao-+>70SF~pKM zLEgV8y;qROrmxY0kM_rwnfiy|r2qLfAVBt{U3giZ(kIfym||N_Ym*<6tu({EIVwt) z{9_$0rcZS!z7g@@17oH1pZyLuMkXE+p;?Dd;^QG1qZBxe4@rq_fZk;9eEM73zN9Ly zU^0V{>gnX6D?1TC)#LsW##CQSB%WJ*7W-QiV*6;oLd->;2CGZJru|0Ee3TyZ5qN;FsS8T$PhM&nY7o^oP;n!$+Pe~gY6ksK& zcXTmek%g4$(xsT^3!H8bj_B;GS(geAGLZSj3D{V3D!x^LlbEHVqJjciJW+umF9d&` ziS8s`q=z+}#uP=vFfW=w`A29k&_67$X_R*BE||$Ytcl)xLT}-8{$sSvzs~JY95{7S z9ttKFD43SCA*E(X+V)$!U<3gx00<*2fWHYJE_kl0@Q!Y_2fY;NM8t^nUdD_;#&li^ zyWa$cJ%g$~wSYXt*?Ipb#7x5!{p_75{@n&W1Fft_71|qYM>}!9|A6?*MHcz&;L}zX z`~QQX_r4WJ(DeC1OPq2tvfg6+BEzediYjkl*1?n+^XNM5y}BnJO>Or6zx#a*mP8lN zZ-m9iTil$bA4^S5U9J)kF1sv!usH-8Z8OJpL6V)Y#pX?1KNgC9ovLmUW9Sh{$eKh# zhP)Ye_lfu3M9kNVOl?&`Mb1>qj_S?R(SqEf;i#TQ1HYiUzSQ$dcPqzO2Y&k;GwMMHgX) zfK!#iw})>oao$09njG4<*LBA6RYJ4D@#zgsZ=0X7<&ppPX*^TLHhy;yoP;Xn+AU>` zncd2KUCk0xMpTm{H}H2A|3eYv<9E+$fZIl<7p(o4K(#~`L`b4v(+dnPl8d;gd95h1 zqtt%E`f(CVd!Fn1Qrf&FqJE%| zodDy@KYE>3`GZ<_{#}U*KsFif1Sk|akJ}V^?%k}I9XdDZxlpU|V5)1hMAgN-^`hOc z*Y*$?tGs5v8G?f7=Dj&rMBG**Z<>&^*lp`gwMX43eiB~e*3-&*tY$OeN?~E)6u(W) zvb9-XW$xh5rwg@VW@Ac`ZuG9IXIhgl%kAC204>spyKAECWas#zf`UF?`wml{2zs8) z-aA`qvXNQcwFZ~}a^Lm8SL6C}8($o3KPC|phu7VlrVmd{WO^CT|LXYDT@@MuGn!9s zsC)iyIM>{pG+3B051n%VGyJasi6MR)^g*F@1)?-KHZ%atK+8kaWL@lUNreN8QlOTl zoooImYzP-iDJeay>G_PmM-@Xe@2Ed^emBIU!xM zNw)2fj~>QFzF|!^n0DJZlqJ@^hIQb?G)Ot0z99Jh9ed8A^k*bIHmu!?^nUV)-f_?L z`SX_|KXLdnD?U8GWpCs5R*+=yqdhMrO0we0#=kJ31B8`%R=V>PiAlnvJI_sMORWYNp|MHRx$@I3qg*jO*cbEvKL|x`&`^PUQb`g6&{s4BrRS#Yn&J1 zn5mJC>&=Y6WP#0Rw@VoH*ny!68 zgqMS~9l9i;bzr|tHwjL%rHXkspHGvm10 z)=*N?yS*VTm6xynW`{#iu1UpplTqb!iQQ*Ammeu^H9ue7e;XW)XK}4+YFag1ZKle2 z(S#pB&qYMt?7QlPkY)?iVE|U3ojN@l>p($C*;WYR`HK;())ZXPxIoyE=Sa{BT=0ELlQ~5fJ_KsoAmolrdTbqe4Q3D=t4C=oR!>jXZ z<`fW62U+BFxBVA@c{zXpIK1$P*UudG)F-9NkD!u{zc7H>cF4Qo0{;Eueo_(vq*sdO zK^&U^%OwxTW7xjMpLhI&syN0-=*BzQ0+66d)k_CV6-(e}k}2;x=)JzaesDVI>$jv6 z2g!JaDJ>Q3TRskn-v2n!Y*7|{re>tdDJJCkbEzz^9B+Kp<9YV3-P#%3`SNw=rlxj& zE0a;qHm#B+yK|B@j|cJ+r#{QzN8rQ7tdGIB#KgtLYp*RbT`}tt5luxK8QE^%*UUur zC|HV!fowFd=GV}@k-vdR#{|9YR}eIyF5d-xBUD96L=DUpD&Gvu#QLGYQIYH`v(dBP zh3geS$;+rRBaj%aQCI~dWMFf1ES?A3HZ$Tabes{&{Ttol+g>;Wf#a3$(Gzi9mucKr ze~#cwwh7I{s6d9i!@wc=q>{tRA*qpAWIEm$b?~o&1FHr4T}vh;bJAyYzGOncU}?xA z--T?`b?qky(h2Z{wOq#d(U8bv<99=|LnC%=qo0;~`WZ?YTX*t@P#f$de@xI2jlFEQ z6`Tkbh1r?T*^T9?m_ey1-=pM>;h&Goxof$$=8d>E2GkA6H7})0*5-L@ZKg;_<|Xr3 z7<=!T5jJLNnMLx$+ntbYPx%^_`ZKsEKYrsZZol|tm=7?we11%g4t zh!W8$4%Tv@2g*6R(VQ%`7-;vCJi{j6{UEc1*P-Wd;z|sBO#5~QkS+AH(uD)h^ESqc zde&;&emJ}Y*3=f{DLj|~J7_#Z>p77;+@1(v7Lh9@cFjmIZ&scjpU_~JyBlDqd>@AVUWVI!ms2Ov(T}$h@6@UDV z>1bWoreP&bj_Hv1SHr=MO}q9bF1x|d8l3&N^*o39fFtMX;c_q3O) zEQiW(wbNX`58gu~T&5=9t#&$xB=@zpOD>aj9q|~J%K}nQc8v0R6=b70;!7h+4Y?-Z zkon{%wNSGYkkFg^l-J5B&CtO{Gmc&FSG2?2qaspT_a|X>{MEm@kJ~*Qux2hy5-^Fn zq9w9WuYaI?zrsc&BDLA&&McZhoDl*`UIT8;!!=Y+uxsJu?*yG?ZKp$A8vWwYg#*ON~C za)5m>4kwg*sS=Q-fwWpjgZCCZ_t$!Almmm60!w7W7USiTMFQv_VLV&+g_WAtNt!i}EOLiYg!b}^DHQtDPj;#~8d zcFSh7c+0_>^IQpzKZYd(cE3N=fQn$LZQ^;x@S+dnUg)i9UF8Q=2TV>x=u_)l(1?u% z8~!W9E}J^px?K~wwO1j+8*)Rww0h|;hHuQ?yfK&Xp~z~^c*D3`eQBrcmBQf&tYD(^ zy|N2iLFM1fDecZ2a8N??hHANMql%?v0;%wtJ77b~zue!LUX*J??R&AWgw`bGL;RyNE~aNs{RpE1 zs$S!s_Vm__Fx`1`5h!(&123D+^gy}1{XVUPhToFKB+)U-Os8k@_VlSp+_y&ic9roh zd6QFSlD&X-O7t876=MQ)R{^$4pyt;!K5}S(b>wc6gLAn6jHt@YYzO0XU8@0h{klKF zW3nl$ADl#HVOFaaNkqe?Z)7D3kP2c8DInczki}9-S6z2!6J!nXVP|VFqmc9P8G*8z zDakVpkNOjkm(4Wg-Qkosq2tgk7n|*~VSpz1&12}Mb~34+={iaDa@UJE=tjrtw+bvRpc{I`;Cn+zH1tG9RdqCY;;Tp21cxgN zV6Sebl^df*_8#MyQo06nn`I~3rys{x6WnzcH1yNF!*IB^gc~Y|K*{5J=cwmg(B(uW zwOBCu7%E0+ap|av2_i=Pxm{9-PiQC6w;;q9@3!ka39X z{FAyOEPV9B(eU=Qt~Kw?q>fkZKf7?8i6k>1N->;01a68TfAffeCqEtj!S}mX4x@~WNOb3-dKC0NZ>)qXpV1iL-rF=vR+>H&hn$J^ip8Izo4chFSgUOXDD+2CTfg~%W3|69u0j%LK z*y|9<<3az|2OA((FL3EJ$xp9cuq_#q*E+L$x%fXEV)W-jmx*_77hLOhSo*_-iZjGU zxAr_=5#-P%O8Jg_$yeU?d^i1Tzk$rK9?4dVtsyy+sFyl@;I&U_u9;^_R5>B^YVK)s z2&Y#(`TE{_>8tOFxO@@tBYmcmh`!jnDAUso`3{xYecg!oXQyQ%Q!0VXp-e_*Vi~crKQulx1}QvS(bcz z-8xz>L4$Db>ZIT1A!Q8Y7tSIKLnI5>N%G!Vdgu-rMCiLg9K+NRaD;|Xb=)$e@4@%t zd+>bIw_0fGBe!OjKg{zF`t1JLq&TM{^x*9&@S2qW1uVdUIhA|&E_FjOuCgCr9K5{DTvHd^#{%lI0=spKp{>P{F zuk;#6%M+|uZ;l4f@&ee3kEYQ`+er9coO8;-GYE>87rD4w|F(q8%s!)yv1;Rkg{U5u zuTdPFV+C6k1~cA4V#oW1Faq)B;|EuqU5D#Gobn=}p)0i+8+F&lS!%!!4`|@`fA)ee z)r_g!AoLl(m#KY$OTLJ%H56+r}=rSOf{ns7blq_jj zj4TK8&wA74sL^6`2`K{>7;>w-?3one=Z*1jL6d=nkPZ^{RE@#7!NGTz#>2X)L(pVN zgxD-LZo9^H8sGzwkd;jPl>V~Vq=R#D0q)w9dg`#@{Z2>_zd9-7%h16|Nfunvb6a$F z>lOrlLTZB#y#8Tnog{PMRe1OX&S+3iZ8)fG9P^QiuVKaU-ya^d+4SW6>;+{s|Cao9 zmZp1?)oqfJFw?{kn3-=*nYIb8zRfwHZfe^;!6@(EfQL zQlkua8e~_8WWvEVH8ExQ93Of4=e=P8P3pUG^9R;5a?Ld#0mAActETv$cNnUK@6A%p zX1u`nY2GPXnB1=F^Uvl}(IR)`n98NR?TY(*N^Eh}Am&8r-?)Tph zEDj&UFwiangyqrQKMdCY+n0s;@85jiZx|&!Aip0WkRJcnPXqjcyR~(GwyQucXoBEH zn-Tc2zd2P+f*2JQ6LU6si~W9q7~J zFThx?uzzVa?>+yG3nKO&>483z_8xqTA^ zBq*5}85v)X(aY|gB_jSg2M*w{7i$#zoRNbfFc}yb9x`=nDxn(w+fT5TR@hk?jn2)~ zD9%9U;EhNL=$k|V&sZFBVk@AlyIeLS&De8SrY)fFjBI4-RpgA(^((Ai8_^^<)kxB;7!L zLzjD(?`bv#y#NtbaBF~M%(CyrzPC#B8*o)Jf};%ujsic9v;1=6Gwn90fm{0&E%MqQ zC8y<1i3m_aI~poH1uPLC1IEIjQ%W0RBN?*qdtgJKM8R8N3(Hws=iL}URTIJs!)6-Z zynA-*8?b8mKEs>31QD2Pd;J0pu!rt*O!qVE_J>*Vb7@?zK?sG6{Qh(CBh~^PJRbe?V`KT~n%Fq4QD4;J84(e6xcbGC9=d|?c)9vM>RwMLci&wd;e6&D1+jv(jMAAd; zPIek-87hWuJ8@<6tN!kY?aUgOc-0_aBe@sm^s=7gx8%;X(Hvg^A57fd;L6;95{god z+M3~|$CG}j>$*sG_w=Oyxgb&sn^AoLbhNCao+>|0E9$^MEFPSInJE#FpwxnWiW%H^ z*K8~gM9e#OQ+woY0rnazfW_lF2DjYEVt09#sJBbLV1fHkmyB`BRA@8;^ zU{Ri8Q^|W8($HGo2GDb(A{LE^syt(DBLN(VF3F!l9+Yxhq{_brWNb?6mGlOx{cpRH zdYmW1Fm(GZ)%cZ-sh3t#iQR*p_ioNfjtgk?4?wm&+A|SX=>af-DXtA@ z5(Hd{?Q@Z;J|%RMY_`M*l410`YpJ7;p$uiAU_QVix^sBbk5Z9)zHF1GAHhfxdZM(+ zqM+Dlnvqwj0UC8zQ05FW3>2p2e#MAC1&DAl#gm(3kwfO805r`^k!zs};2ca}0Cgmh`4Hwh53U zS^|~45h7t%;DM{!kn;=d8KY zYd1w729O;z@=Rp^No|=pn31mr1~VSEoJ<%!2KEt+dL44iv+F6YTq$f-BS2;`zM2Tr zS46J?)V$cPcz4ecetdE>2@^p!e)sU(mZEHAZQB?sGHQ`8RRT%ug=N0pGOi}z1kI?Q z4|zL?)MfDEu)G?c{_p=Gc!}%m5W=MBuI^3M5;gA%YJ_)c>0Ry+S`hy0hTWx(8yK-q zB&%-6L~4U|)?uq-galqGL3tg0zUw0xmJ`70{Rs&nfsa!tsPw8|%OTUv;{fCb-Msrw zBE0$Nx@kz^w7GHREb<)6JEx|neRwmi5fjxYn5Z~KM|Bap6kvNRm=5@ARPw|<0X9>w);v=dvkO1u(@1w=G|lxzau;$7dpXIv7~;f_@=p*A0Ll2 zo;ip5(ayWQ{_qYon1S?e|Gj&OO(`BNSS|l_*vsrta1rp!6R7A5kqCQAp`x(k zYX+X1DX!C%6YkK-QLs&G(YJ6;Yk7=SO?L^Zfu2EFSE^LJehrx4ch);9k(2-9Z_w!5YmF+x=VrgNpy5-W@(gPFoCSY2B7DVG^x)JK{C<1JY2wqdecYsrlr*n+0=NdodM%$tKwoEJ3QHOXdEn>o1zBEsR7ZSNQG<;Miz1!*=X3$9=I42*WtPZpIFU_#-a-C0Yzs^V5yw&S#&8Lnugd|meVze?tODpW6X9~4 zVej4<)IkTKRvXQW+E24ORp}s<0v%-Gy-x1iP7WnvDPEoz!rIx}Pa@tHkd~^&Y|~0e z2&iC!iVa!7b2Lj|NI~M9;m|%N`xf#LqLDr5)(3l`yY&EczmStw-Z_m5`I6iB;*KZ| z&1TG7`9p(6&kpR-akyOA;yiLDZ&|dAvHZ@IqIetzZX6_*{hH zJbby1Y}lO8=aiS5;gpu=>xD;@4efTZEzmvUa@nB+f&%5n*xs&5yE&S7D6 z#LpEn+>%g2Jn7uRDa7+HAvvGqYAzkLT}!ng#@t==g9#@6Hl26+&Jxb zp5afcez1=CoCYCVpIu_ix^?QQ1|%>?}UdQHU^!v zZ|@4=REZA(7bWM~512n^loh-3#>yTw|6VEG)BxhUJd53!$6D-S{W&sTUiKHk!BHxT zHzZMs0u>xz%JTqO)TJ&8Nm@V|V4p-NY$G?SOU30nG)!(2xc}L2Q34i5JO_%Pbg}C| zJDX*K^OHN-A|{nF&Jm0~*j*<`V_wy7g@f*)&xJ$*HE31Zx5NCI_#3qX;B5|r3|Y@1 zRT^GC)6VyP;xxVBZAoeT1>pC2lo3eSgE3zEKSgUgKz6k%eu<4CY!G%t?Wg4P%eLS; z5F0X`EDQ9vqVzNMsa; zFJq7Qz?`dQ_jnpr(*oGNY0B?IZrfHC-?1V{##ths$xUWL0)_^Bo`YjKaGYZL*_3GN zS*%)EPt=?!(R^zg8HI~6%Z`Z?^?Z^UyaAoI_yv1tx=M-*lO-UtI**C0))q;RIdjKX zX&t9Qqp4IZ16AIaZW4AYnPt-8oCP_et8(yKT0L@7qOk!kP$1=(WC;T0huJZ zWK`(d$l*WmhAx%bn3;txqf*D|s?|cbGBXS(a98N4fNBmaX%?CR-T4`9#>B$31NXAA zxg_r3a@dxdSnn)yiD#1Mrx>6Z4M^(57J}q+cqjmn9O|(S>(t zOxbR>_?G&-d|q)ld_1;DLh*Xtqu*X>7e%g1$NfO85I>7CCQ~Yr%}84gu2y5w7$Df1 z=&|`|RQs!bE|n!{Gn4T@*eu9#H52Rx$jz~aCIKZl+BQJy2LxanNEH_ zolNgw zyCgj)6_2Wz7#f0O!TU{_K`urB^aP59=!67IF)FFDLgAwm? zF*sFewCkwf=wX@^g?_{Z#;3Sa;O_8De+%T|Eb5M>k~MXEHC?Nj{>_R%6gxEYh?l!7 zolv9p!!#zn_yxoh@{1$DM`Y7}OI=)OXQk&eeF>SOMoNTabl#d{EyU4oe&ln66i!^j zIIKf~c_)7}$!OdtVMmV+fqNnqHqXv6SSoFn6TIy7BDJwCNus`hUsZNRp?&d8D^ z*V!xf=wQ1H2U=S#&0N7UARm~3^@89)C+WBThWj=KP%BCP z5`xcOAw3euFniNq-JJ;5umoDe;&)6AnrU^zOc9iN$~bt3&6gdGMJE00+NZf%G)e)Y zKOg)khF)Z-Nx-^^Ldg(6MHqCI{SCE#jg3m6B5grEHFi2OR^Deonov8$obe$Hw;35dnvWVMA3DYZ7~o7*wRLviR_uKD}kwwG?Dzs`4|y!e^a`e7Wfynz*wnM7w^RM^Ct$T6M-F7 z%#?c>G+DnyRCcS zAbB3}!LF=Zte4c8or@xm>aP&56pX=znN?BCDye_y;lE7=mkDhaNI@AZLZXwH14+Fn zqa3WefOU0gnDE+)ETlwm3Z+~S?4%VdP9RjX)o?j>mXq_;5i;Ui*;(N~Xtw@aNZ!`i m7kU5Z`tkpw0B5M(7JYGC_Lw;L;yZK=kdaipohSal=f42&qJCun diff --git a/assets/images/speed_vs_ndcg_warm.png b/assets/images/speed_vs_ndcg_warm.png index 333273181aa152d5b765125b7560026a549361ec..6ede38cf76c4ea894cb6167b74adaebd5f605104 100644 GIT binary patch literal 67737 zcmeFZWl&sg(*~G_5E49)5P}CM5Fo*w;O_1a2rj`Lf?M#w-~@+327qUvC)P+JdO6TCU%3X)q$% z)vtcQ9Q-+YqA)xsH1zod=k49H6JM_)2d12*I0y8k)01cOC%@HbR{9rymF0t5H)F^Q zHqC#o{I|b*=h7nodr?0l_|GMU&XWG$cbV*Q{$KLCbP|`GPjxAk&1k50Nh-(hSPn^Q z_^JDmAMU)fqt`Nx)l8Mq9SrS~*PSYcm|Yt(yah5@o{AvkW^4V!;Xa!BMsH#&LR=DF z`LgxuL1ZKo$D$+euaV4%N7ye`w{rufy}kKK$;b$(sN&n&gvbLf*7&x*YP@y(t(xPK z|K#H41Xkm?B!ELDLOwv@Ne;6iPI{}F<^3yt5DHzh8^@!Je;jxyk1y2UaTKi z;#~@rig~dH3%ui84n+C?M&2w46C|#dP!p)(A5N->u3c=z55)2=mj=u&H8^BqrF}3r zukk!Ez5(9%I-9d{UXNm2Z`rL1>0SGckYI?$fBv>=#?_~ejD+G}*3=z+iwd+pWFz;!Uc{j_w|p%PGQ^n}ubO3Bnzkbn%z zA;iXBW;#^z@I>kc^%1)5!!MkpzY)FEG>8{3IS2@(YAOvH*HaA~)&7}W?G8DD1m2eG z^@VktcBQ>DhwmZEA^m%eE6X1T6eJ~=B2J+!Oib_P<)gtvd1vV&{sKu!N!2!!3^#|p z_>ZJi&bxWhO-Y~3LH2QVij>sU>GgneF!(SKbsh+o8QEWIO-xGzBz`vq2?!f6kZCMq z97Nrni~1dQKh~|a#08g^Yq6IR&`Ot5vM}cQakvRk%nxt5tO1MGzFux}rnR-TeM(GR z!rW09A7`kU?K;X&-I(I~DlePs2kV4C!+$p6$#gOO9ufZ z;b*daT_$(OAj^Xl6_HCx?zNP|`ocnV<&tM4BqV(6k+hl;=H9ph6T2ll?}o#?O{XHr zlNZt2@2++c+><`s(A!E}sTSn4!Bj$~>Ndl3{sDa9)2Heh8dI)3q!K83M$z5ljwDx> zTMx&kH4KzLAzRz&go18^eYy{1$XC86{O3b@O58E+r`~8`%NfY*M@F73?T@Vk3J-B=re7ay453Ybd1$<71r9ON%w?bi<*aE;Hq!S`Vb8H>Vn<2{FhEoG>u`v*7UU~pjO|r zoG#n0k&r;#%#q^hg=({qdC-lJrlw{oO#QMV5%xnhcTSu+xX49!bR!UTZ4$01DOq7b zLlbR$tkCSS=8PySxr!L5mzu<8x-7byw}WUA8;D;Q8Qcl5G&U~#DBwPRg4EH!{Ae7G zGuQ_@Q}C3K2*G-9!L+ghD7tpMl#eu&{c0G*e$JkZEpkbZT5#&rYK#}X)7>i(mbjr? zZ8{!enK}!)PQiZXt%ylO_w@-82Q+Mh!gF!$z=%GcMaihqelFkfpzS2C#nk2s6xghb z)%G+whOT@HOsSHSyGZvuDMmwYnXvh=1+Y(epPr(kVr`5lKX2#dh*R*Wp13&LACFd2 z($~EF%FU)&QpO6+pQlEn3~`3S($SfZjT5lNo2~b)Up@0u%;a^_j;CKsHvHuA!W)Ox zKH-EuDAVxM{%noJ5?$Bjt_cdv7T!xwoJH6&)YqQn+RT@FGV4as{4#Y+cC^g!bHj5E zIawA__Vu=tQM<`^vV+vP5nI7}Y*|IQ%1p7X%LT2W&4xzhH5Ew8P124aLu z@+-+yIoFL4`nTkX=82hEWc)9h+W{T09dt5XW!*OF0Kp`v|M4_^^(s%VP}FIYa}#il z=ee|cD#7}gR9p3_4DX!MkZ#R;GC?lYX48B44h^;N-DOK2Ny4yQvU4YRtj|lo zmeVF${~28LN>&7a>%{QxnjshaSYXg9ICPotwEYTEj&KJ((7szJ@@E*j+v1eS30&RQ z*LcRDs7jse!4?(iBg_u?=^}j5o3YH?T!(m9$75^Fg>l2u$$&%-U9HaL(Ecc)i0?|32nws)n@!qC5Sc{;l+DC0rp=PVLk;}dZ zWqaZHRQvuXBfRbP_4T&R0~<&CbF~A4PRl|EP5~#GmJ6)imke*f z7r8L49Y`4%AD#R?UeIop{hahK$2BN^eSBs z+RuF!B#f>0yc(QVC|xM{&*!&0Z-gGT{LYWL$qhSp-!c>=XK2h<;lSYun31E zp&@hIU5Dki=00R(q!0GJ<5ZImcsCtTgX_Mws14|6JgVpQA@N<;s$^@VwGRO;F=pj0 zAsg|h`9Awn>@Glaby!8uX3ZsxzeZ`5YkNP&BQF)l!i<==9nIpmUGZFU*U4;5#7;@) zv;yzZmD)hLXABFby;p-Cx9w5qCBER}!hMFu9=-WN8@n$fsY`J>(RCu{lNz?dCIbp@ zYo_zAz6G@&!+zEPLjOAd=;LIJ+R@c6$wi%;@~aNQNimzYINvXyEA=il zge$HEEL$I_HM47`y)uKez4$(QebBk`CNklZ&VF)rStXrUl7sY@mur<^FqU`QyemEq z_JVki1uLB`bh+L4cA(t{iTHM&NpfBwrQ@OxWJx zGFG6V4zy38HWv?XlfzFhE@Tf|WE8pjUGVL??%?A~P18=?Se&2)N_y7B0J(W{UJA#; z#2n>`WXW*k;HR$*NqPF>WYUu_I6^HK8XRmRN1C^D7S?^{s|(KX;uC)DPDsdvH{2W# zv$Ixt9`zA7&c;g$T1~K&7g4KMCg!nBXfS^@kK>p2H|h-VZ#{dxJDfmC-FsnSZKlD2 zqj>erjcCshT3rw#7k+3h!SQj>P-7xf+NZnDsx<4@ta-dvZ=l6s4$mT6!YM{FwLiyK zS)W~N3$i`#q@4HT@0SH9WRyf|18$B6@b+lcb9r6ZB#_{wT!-{&5jZRXrzXW%bpl`6 z$Gm>(XFBJUD=06QBebF@NB+2}5^0Jpb(Mwkr`P^ zywL1gB3hBuU&ETt@i7{KOEXgRk<5mWwQ#L2fuWn#W=CWvCeJ8TwiDaNaG7vtin^{t z#etgoCjd~(+3JdRY7G-)1IcaBmk9TQrP+QO_$p683W_!oVpd!7TOBj<9=dxTC8w3U+V%axq|s|kqQvgm!92KU{XP+&){Fq+k$nj>W2zuvsD6;rpPqf0uk z3YDE0V0o*W1e3dLOFEA|YYuG9WV=#^_<5T-bPRw?YE5NLykV=_-_ zJ7_YxAm0;r575BQHkwBw9Fvm=;U4OF`~E?SW0%yuC`VQ|t=_Ig{>J zm|S|8YL9`p@v)CJBzcihEQvgs3ze!zzqK-dONh?B6j*4yn<~P%aOLwz*>P-Q`-6e# zvwB#&su&4@np1B=6yRRuq@tzo2p1C*%2;g7KJ!pq2NmD$KWUCkO+UAg{bu+8YBICM zzQN%p<*5FMhWaZHOX3ZY@u11_*4}{%Hit64jGe(|edVO_z-J7>G zlixf;f7;V`hoLK~H`DbJ)jtqt`%*+$u=6I8Mo`dT#Eof6k>ey+^9Y*o>XMna4DG9F zK|R)htk17>E6v}pg8Cd9mx@Ot(BVN6X%kEPQ<*ZM=nmK z+zpFclT97s?s=634;~I7`AJCNuJZ>9B-%xrAfHNsUjTeN7!yH55gHmAF0T6oNxVR7 z9KT!Ar;1Ju7ev3CY7y>T6>te+kOaFeVPa-lB3F;F$rAita|apebZ|bvhPB` zwBLSi%q`_P`B_f<4T;OFn#*Y2`wC8&p0CZpLvP2ta12|0-&||rFO?4LDWZ9UyG+|2 zW8cKQj-iZGW1!-xXFy&rrjxXm=|at#!l=*ASt&C~VwE*sMXedM*<&ak-nHf&gc7;j zOuiMhQi5(roEBa7Qr&$Ee<$BWmsgIi>N4&Jz{cpZMc)J9j0|Uq0+(X`a85TuS^4201UfwfHu6x>b09 zWBpsXebA~VbB1K8*+BNKzUQMo@`n1B=*UvWzlDmT&HRtk6?%vj^~7rT-Dw`D@>_S^ z@OGO(Z(RHNdH8x?%x&Q1bodY^i9W5q-Qdzh0R5ZsE7Lc+)ej!Wa1Es7iR-V>?logN zq#LeU6U#Xe&1zU|4kl91B*xT!3fCBva?#1EeK@}SSe>8NUr!%QXS3&@j|_Xw%xvrI zTY0Xbq5qzFN+B;Jj@Lh%R?4@cL37%=-M#LUoDZj5ZssR(wAfJ155uXf2>)__2b)qu zJF}kGC0W5hEdh2%Z5$*aDwupmDxadr)atRsn<*~{6 zp83^doR{Cw$S>Pw(1zl;Zl-0K%Kbg$Qq=9xBnrFoT!Q@LE%G0iy)gQ25rwt%F-^bJ zSZ1wbdMOrtV4ezJoI8|}2I25;xyZn=S?ZRCygrJ~+f-mweYb+T zH5nVDi#^4)-McLtF+~DsClm*3+5dd$MdM6{zQQX)TLXR_j<1Xpbs}u6TDoCAdvr`+ z^Q4dOCP)Lex3bIf^(&&SM{w$J$!;&*!Bw&PcW$1o<^sn{5Kf`go zVqClMrmj=xt%ti9iPzd|muGISVo7gphv6kSi!gpiF2i!y$%3&|?*-c&ZMt z5&M#2Ue{rNiJ%J5-7~>9pu727cIb;dUB`?Ns^a1XxiV}UTHay{4Y=GDZvUi>7YYuc z@WR3*`xxy}sV~+e!fyi9J9B+<>m{+@Zu!#+$J7l0#r4fg09Tdt1u)KQZXR>KIv`?w zm2e&}bcUQUSwV2^QP5MzB_Jw;gM%Md<>us6W!Peqw2(N;j-C4F;Yv-QJ#o;}PFq$}$b>HJ}(?6|Q6=Ibp^dAqtdwR%I>a^X?+JlGj$ z`m!l13M2V~Cnvw&ySTdEa@Im&6{nA}D@0Pxn{f*4uSm#b!&ir_+JEZ54t)FDy7xe} zca`qKK9(mW>qba{k4|DQLtE7*FPY~HyQXNdY#U%M9{Zb}VU^rrfVr^V13IQ5pbF#c zg`CovQncmx@%|3$4R7YlIW5G`yFu0o2 z65TUK@fgg$7?wgGm4spu`V4N!(}x;zK|2A=(OK>vK@%tiVyGrm9enx%vuBfmSX5n% z`g)96Lm$C1N!a`{L(sFT<&n0);21_M*Ig<`ZO|r-X56J`=XG|AZc>6$`264*M?b8)ydoJyxxlZ0VLscFi3s+7M|o8Z3>!8;+wVbP`P6t1^3VB ze)HADtUvj53%w!a$%cILW7NFOs$T(=DQiRdW=&T?V_?`D^z^+Crd+aPGxS<{G`lTu z%RM1bp-8#ZVe5kd+eFbo>Y{~#w>>}OeW0K_UkMD9%&iTrAUu{IWE72XS*yIYmvdsO z6mxy$9Vq*frN`!C>8ns6CU1S0T0nq4R(jp42DogqxV>|0Td8#wbWpVZ%amIu752bJ zoK50%)1U6Zl^>*^lExKjTxYEoLuBJ(O#dp`RWR_*Z;DJN&Pb$ovmHK{%j@7DcbxMT zX16EImKQ3N>Zd$xZl@)ZH+U`8BUZVhEkhRYI0;25D|-yoCmJsJSvTtwsGa9O>0%~i zoT=H8GKV1so=45Jv?jWiWGm3ne4u|upcem%_<-Z5EF0EVk3_hiToW}hm-;RB`7ry* z#4E$;@eCO|i@~@>#wi|-KXPn{tzeluRt=?Le?r30iO#@4cW3qm+uIB}i=+oKZ25T4 zJqD#xaLSTjfB$%q%@vgLN+#S$cG5AOL;;P;J7AA`>Iq?+oK&zTfpvHCAB{M{}lgW99$&=ax6Fv&N`holPq*n9itC#g!f zzdMzUc>@#%{EgmmyQb6NqY`vxbzEv<+s6x)jmy!*CVpy0hC^YkZE@;I8c2wtF0cOz zHxkr&Bc=654)VgA?O5b178d61Cel7O^bz5)P3;i0LEVP>fWn(9+(7I_bg1vI3Ur1zAM>0(UrZH zqv4Emg~TFU2vcR#NK!vbS zL-ldS+8*e3olt|OoNaFX@ghCCU94Y~ZO`5o(FNsK1Wy^At&(ZvbLRI+Fj3Z@AP6h6 z82h|_U%BwRR`}B)U*+9cX-W9PPMZ-o2&lmkAeq&dPT(3UWvUwD-6>W*6)&C)I z6lFjd(G@0jX@fWGm`6TAt3S+vaI}(1R!aBiDpEuj2UYt+geB7>OItsvFaTs;e#j9M;YBLMkoD9~Xp*c1K2o*_5x2J<& zEcG=UNy6pf+8j6P4D<XnRA?kE-o&bFwUKAdM$PM->(|^>=fBPc||~QS$)I{ ztXz#TG5lh}(AdY)Mya{zT(QuKy&z}D1a$>!NdbY%JJiO|8eP<#J%S|L?qpNAWl=I{*Xxd*xUE|F7>Q@qbSa zBm{laRYoyDO(Xx?w+BA$loH`M-9R1yFu`p+4kqgA!2q#>U9MdzZe&C;F){J>5AC_H~(`$Qh*^<>eis)3mraaa99YpnJhL#z{_UqY@Yr4nI1Bd$xHR=x~E5c z(RqMEx6YaX1CKmXuhx>9o?a?U8-RyQLXpShx) z8o3Yu(-@$pLYP8536yW(GXQtW+p1zvT=`7i!GU$ru@TWt7o`5Gd@4FL6rFohxrgaL znn;7l>)rA=Sg!1_w6Nf6W#{DNw9Zzw=gGtZ6_O6^A~7B*#m2^#R#j;aD<~)=CMUag zZ8UGC8i=#y0`Om;zY3>((_1$1HGg<<5a|)Q+RQ49o`6792Jip^;`12pR%#?1++182 zz4^r-K74@BTwPtgXaw07ne~R3*_Ht0K00ptJvBb{Xf^0;TwDE}mY!ZzRX_Mm4lN?! z!c|W42TTpnld~sU_LJF?9|xaf0-@<0;J!qJP&X%lB&jr=N>~jVOmDA{h!uceaHzVu zk89#=CaoToSQSah$>Um^NAzzd!HtpIku8+}7kiZYI0)CTSGUtr4#L1C4Sh`I_tdE! znF_W}vRwD}_HF{`vBPm0s+zi-A;FRBSHMd$ zMh_*(?Y3$Hx_EPQ15`?l73T#ip(7)G2LQ!nIh^Z%ruU=2pGH_%_`?8D`2Ksrlcl!) zxb#Ng>zL?3jF0s2i$MSbez@ogE6e*>lI<}s=EL(}{TgRyju=i?WH5A} z((*bTmvIK9Za(z&wQV!HBG4XjPd5ZEMMq;T0x9{+cOOD+Pb(7{RsiOaum1~40UAKl zGy9=#&%q^=K#nk5yyo%W8$a)(PJSsGAarj;fQ_z~Lpp+uAp>K163)xs+uXa8&*k;? zNyBl;!ny6HzqPdJBTY%UZJ&?wZQx9m|2I-Z&MR-H*u<4;R2a2t`&00{Sb(z4yuIlq zlhcp+TFGGq?)W#&bTsSROh9;3d7dKtKW#6izW+wdzsvc5D#oC{FPS_Ndit-Sg#}SR zL;4WD?Hd?4zdCvUuNTE^?)0X6KWvF$Y_g$Wtpt(g!inv7!MWWZYlRD_?S`#W&=C zBj@dG!pV%W6JKTznp81hhVM0dlO6s@dG^-Pl-Z|%eplZ4j23&U(^cI;_v`}tc=6ZK z`SfZO{xmo+*WZHe&I9>FSyUMzVBAQS6E5Io#P<7(^l$SId7N+4=>O^&6|gvS|C?Ur zn_pB4Yi_>tb$7-2wpmAqXhJ8uv~RDg1F{4BB$u*V^C;^@*~B(dW33mBAIPkE5WTgb zv*tLbc(D69sQMSa*y08B?T^`()3m>bTe|z!BA?Qr8=mu7j&^t0L(g;0$3f~@qW=uf zAEQG|Fv$NQq`ju^8BI{Kzi&{Bmj4OAJnDpoFfJ{;kc6=(iSsjK(mj?a1p((Q{QYq< zPNJPtS7G9wqqhyeNGpo(%sSt=Z*umtuq!GS3=w^Z<^!rvL0A7?iLM+q87Grl%NDjw zI{ErP0$swFU_dw*LOm6P)8^&FN88VrJhD7B1AfGngGYlHQRmnlH_cDNwvb>dO_wYZ zZ<3>znV{eWWvZ~3F$Xd(5@tj>w{Go-WKI34C*{!3YR%B5xVb zWp1ydSny?}Vjr@@Rzkm%3ifX@Y;>I9_fdPlPHXid%enNTXh@mPcLL+`<_Mu}D?;s# zykb~(k5)5Tj;0Vx%uShZ3-R~)&!2wz4T2YM@4EON&iA0THM$A%ywENf-;vgK!HFZu ztfUlV?IxYREF1)zG-9=y1dvu8PaJywLgpjNy-N*h(b7Rn4;HG&6Zs_n9x&q9y(-bx z4odadnGi{GS+uN|In}tCyexb@w@~W%{YIxY9GtL|Oy#k5Wz`w7RNqNBymnmLCFjVS z#YOI!#m%s3esf#kKC7?3iwd~x=g2z$t<$vmTg>aK!2NFP`{)Qen~bAR7FK))*uiZL z{&>6mt>OtXW6AdAdc-+-EVchL1OF;qJYqJVn@mfX=XH)i+i4$z-%T%Do9B$;>A|xZ zM8NOWQhgyRdQvyNj< zbnoMm%Nf)*C{ujj$|?Kd(K`kqR3;ShvR1=yB+HI8tLZ#87w^K4D$uDCb@|Jxf1}Kf zVI64@-?Jlgsx$1N!?T)73~JmZSKltxZ+k$`E=qCq84BAFgANDk#7q1&cwsV@^imnU z&T@HNi5T?8ff!_%79W@B4aO=@3;{;F@*XF3e`wn&AI_+9=+vLgyW1*PJT(&(a*F}Z zeHF|~BJMe{c6%c>5*4wvn)0ZFxf119`zSf0gx5DKnent&spQL{4rRMgVC|Kswmc5t z7SLaw`f%|rUIb{Q>vz-_ZkdI_jCe^xzCVL^Ca=F~x`=XucM{*K=ZD|X_h(2rZXNCH;9Ny7rKZsW+g(6w%FQ|eYcx9} zVyB?Cx~6ofa|C9<^69EKuUxdyN`ongbDjQC==+Gx;?mD@g+DHt^Ch*6exJ}U*#49J zq#__m=)*vc{+Bo<%w`AgSR*Y*n|;5nfrQ<%?V9pvY7JtZ%jMhS6+uXF+1x`P_{P@q zIbCMZU&TVIlC#MO%U4W2U%QoJi|{`^?uC!lYA~MZ^lto=7WPP;TI<~sbY9z7S*;}s zb6D0f!UovM$V_SR3f19EZ3<+eYQns-WnyxU+~Z`S<(y^+IedWbe%tvW5h;rB0$DHG zHF>)5p8(P`du;t_iPFW;N^w++ckRsU@TM)+>##BfaeWSQ#0S63;9=H4nq$$cx998A z2&eN9>zJ#iLNazD{CjspEp#fm|0u^czM@}Vhge>%<`g*3e!GRSR0pQw&=!WkI_${6 z9d{K9%KlR`Ckb5sFW&G!99!DE+fFVu{{B?L*pF(w;!gfM7{WUdc-(tJK zvsceJ`bNf>&pN*O2t1ka)*FKZ(zNqUnBhLJbn0diLa5Qz@zJr9h&q%#@ij4bNuIKI zN_5#g5bgi@PVZ%QX7JC=ms7bmbN#oqkhyHiETKHnJ1)<9EYrf030xSfmVf$(pBT?| zrp?XGxH~SIpLC`R8{*dND$a=1qVwhosE^p6Z#S3U43~Tvw638_PQduZ!F33PI{10# zUFU(O>q*cYW@(w{2OV#URHwy)oMGNTks1I5hc$S1GiI+ul+hcrpRwJblMtg?BqVOm z0=V((MOniNyoiN71aX{??juwW!6X6i{uAWgt|N6yt}(uZA=(EFd>Mq?cGm>NH85O| zw5yKcV4T=Y-iDI&uU=r@M{Ywte^W{E;+SH5Njm5kTh#naq~O=uxSvwFk}P)~Q|Lr& zP#o8TfJUPwJRTe6j*=FF8KK(3xx?=3Q7YfAy+F?^rkl1R@i1#CB4pEbJ<-TCR1P_! zEAtox#MG%_Kc&T1dE^8n(PO&k?T@-!;ni8A$R0-2lkJ?P>R8f_K6LPO>XRdkG$~8R_5AgdXH>8QEU9gh|{$FF0IyOY)KabNAma` zV?-P5DOuoHe8hb?&3}9!2S?Mm9>4-xC^KUWa`^Y&V^}e+p2{UsjJgiYnIA4)saGuM zg+=SPW|%3F+AH+Ii3af0w3I)bt=+;mL{W1XZ}fD)J+G71;!g`-a+4o6Nz}fxGu$># zW0+O++C3xjIvh#4I0F&#Em4y5@Zp|kxjqTsqNDiaTlTFt&|4T>)6=@dn`k|OyI>BM$6 zXGCAh^_iF}HMr(nbf-Y2A1EG0P+^9Q@c!T;7yz5vzyggWw}Mp?oY%O2JAQ$d$)<6& zm*a>0-T%}3{l8&&c;_=Ec@J`k;_5)qZv)SClvS^z3hm;kz>W^@3Y};uTWK!DTj*U6 zvPfJmD@)?l8;cq6Rb)0A@0f`yU97_qhJa|;cA&} zl|e$94;~a|2Z+TC&`KbOQ0EMYnabdjJiPu*E~25qBj^Tsq{Hk> z@--Z{+s z#!zrl+LV}}n}2W_YdPzom_3>9go|vwGna{%$aRHSpP$@&$ovMNKqNfT6jbK*Yer_3 z7o|I2^-a#w&-ZGc7JeovthRB6Cb{4&`|TBB3FSi7+zIn``{UiNJXygFnx@@d&DFXS zm}mY0>v=biMPcC5`Zkr!lFIN?K@YSKGGD^XVUEvlS7_fB74eGhS7ui49*K56&HY@M z&e)TX5ZYf!rgqoaXu8sjJJ;E~@p*tj;w}`OP7HQZ^6}Hx=hOi`nlCjbR;$30Q~B&Q zyHVE(t_u&VadGk7+C2n4gnf8FV8p+lPY0E%O68b4O9)>roejL8S}}Lhgh9+E^({<1 zWolQI(U?4y+)r?EeFCLYQ9!S2bjuV=0^c4Vonl51xbH;m3L*N9H&gBGjx3VGyHudz z3R$i>>4_PuuEGzwJn{OI;}6^TFze|cGsSDt)#1u=wQ`b1YRj~Ute?Fs5nKg>RrAtb z*RmUK70tFDYH-=>hTOSQo>S$zs$hDExDdBF5+_-XhQFgHa%bt3SzDpxTiyMOIVc7a zqI@dmB9Ic(Mm&qh6E615SkB$>P#m>nECvikxQ6$VBOexiKs-d1ytScxW1Ixf@Ey}y zlt@2@MsCB%7lsstl-&0CG-}#J*WuecME(ybXU*O+nd;S*>tH+Tb$x~7o(i+6e3}am z2Yc&sC;mbL0h7-!*vMJ?^;U_Q;!en&rzlo?AHsld&r8?kSd(5EfDhHUWJ?uS7>@Da zwC@MA!4s&C($oQ}ca?M1qU~Gj-#$i7TA5vEk*OX*1xLggJRP{zm4%)`2eJ_+4F0g9 znpRDNFvL0C+Bn;egO>i6tjq%)rNK7|e355u25nwk78XQivqq$OCVBar>f9*rHSUiP69JP?<*dUL*zZVi)|tQFBs{O3g`I^(EY zy>^UytOw`6M?wri<5uTX5$7EXaWfsvU0{b4TW#K0F^Gn6Vj;Bg)HM3^DS!UHWH`X! z%6qQ5^RL-dIBC$@=)uxHts0vK5s7ic7#&wkhJ-`pWQjzbNx{VadEr*+oZtO+(e7SJ zJoEfbz^v)K&vwdQdoW)t-U6Rw51m>2ys&n-LM(_-9W+ctcHS($v6%PRt`}QTKx*`V zY^ z=Z)+LVQFJO`Vz>`@9+||=0V5|-KB-Z&g@DdkENKcIr|wgwDi-}ue!2wDo2Htg-vkD zDvU0LD=sBMn5Qj%iOqpRqyJAyGIo!9%WRb!ge-*tpt;n}tt@>a9I2$K1dj3v*(ZF< zElk-s@DSu1c(L#mop8S&V>WxAXRoma&P%QYT5g=<3CA%xRPStkvi#L;_M=hzKRKHs zBh%cL7vc;K-b+;!2)j#PNVx&iS$oPIvi^N5tiDmgs-bIAHU8>=I4=Mh|Ea}rgc4@d zPMkv378kB1+NH5jc%@!~t#9JtAgdVu%;(jo<|$tD+;%WlF~fk`#c40X?kuYl?e$15 z1eLeGZbnYtGNV7~a7sN&R#AhPC0|}OKhgIan6CC@|59d&IvE@I(c=&kA!se?^HQA? zJ|;fb+1i4YGfxVyynAPnlJd6rfP_Q+kdf;}Rmk(d2->R12s~Hq1y;?rERS;3ty7ODPu-0 z&MI3E$eR{(ehpa8?Au+t7CH{G9B`~$%f&teY9R>v3WkRg4Eg(tY!>$eB~*c{W`dIA zipV1iEUi$~{yMivl zJLOWo9M}nDQSvVOdi16xQn(nQ0TjISIq=$klinX158v(B!5#V62n?p9d4uMVTo!}}y;!fl0=B|k*A+=2!H z)#RJ-e9-dHb@V~tAf2HBZ&%0JfaSvQ$yoTyp_X3+8>{mjm~p}GV!Lqm zCjr^_^(Ln8Ei<#2z#(c*|MSpn#dwT0j`ow6wq0SaTF+Fc%#>@OG!i?$OUUnyVu(x` zwRH}n{ZoYrrd7AVk8J-GeG}%S50+V>;g3+g%OwX9AO8@5^^47ph&e>Covn;^RvP~d z3%Ll9g4jY!siT4t(d-03JztraRv3A%*u z5dHAbVW%+f!#m4K)*1>|W>QdKSc|u-7I!jrJ39`Ezt$5PvlMD!1uY(KHWX>NB0rvq zXsK+%K&oo_e(#KCDUs(sH*?y!7npersHGDJJ~)VO=w z6x~q%^k+g&Y+70E&2HbQ2-PSnndT@pzN8N1b&P|K>l=t|xaW`b+> zX;=7I^PW9Lol;ATC@n4JIHYKA+7wlk&SG>w74hRR#U4026|~bA9cj{reLYlUn+9TI z(8g_zN#`N!|I?rqO)|k@#_vY>N0cqxbwN7KCF0dlhM?+oH;c7lgX&0!)eux;O@HG% zgocy@bKz&Q)_aZf?(#z);YiT~{lKx!`Q}I55Mc_J)*mJ-xUPi~47Eg2GfS~8=XbF! zsP?Kjg)5o9Y>z0cm)wNR45+hs=Ez!9+w-%OVfZds1!y_D$V2#H`W6#UJy}NSz}n~c4I4i=={CiOqG_2Oq|f6Nxfi9##wUx+uJG4Zf4nqU~90w3nZu9F{C*TbF45kQ^wiY!2I=|8iiKGFLI z=2DW94h;XO>*M5Wj4YRig+;O7sV-O z7M}x9Wa#LSa59+g6{p`Q%HOe4_>Z>yFzNg8mxGQhwOaecPm|At3j)}%2;}ZeL0g;Q zBSmdHoC%KWe3LuXz%ICE`%+m4qVnBf+aC<>lv}a9neu_;0bC)xdrhW607wfMtBLA@ zzAw@*>*z2ZQ6|n!3;lCz>M)^3SiGzaKaoI>!6>{ktsh`(?RLN-uNZC||M8?RlV%!Sfhi zXGD4Z^mHCxsQOst9|LKoW7ok9KmqMfz~uqK-Z-6bnnh%mcK7C)m+C^7nakg`2@^>G z8sb=(mnWvhDo5)C>lmUbGmTbJ)aGS1#R7e4E4TSXGis|&q(q2*U++5mdCLnFh<-MT z%j~$>zTmex23p*cuoy7Y_+;bm6XeqE5BHiAtEr36SVEs?;iio`lV2qt7@Rix6>(NlM{yl{?!R`<_pnjefZ{FBhT6+S}KyY0sOYN+XA zMpkfF9bR>T7i++i@9g^zkc4#a&abG*S#fn|aXz?r^dnTkP0q=tku{eGp1y6set0hL zdoO4Z6n`ZwMtiW->RHgxpv_u4XJ6gl-@A6&wejf6VvGEAMl$#t!Y2Zt{W3$92w&1u zde^m-nR~VZI9o?7dDJ>|**0W!tgT1BhrY~s!m{RX5i@@oAb|+R#a2C9wQ}igHd*~a zT<>_u)(JJnOg$;Sf{PxG_fRK`;n&JRI&25%gOaFuI{FTO?wpl=Q|utTmxbEFvnlGy z`Fgu|p8JN+0n)F(>3{RuT3TViP#ZprPL(EcKut{zFv{F5$Cw=|fiGM)8J`>J6AujY zf??!&lRLmzbi~D`NcA7PFH1|Zs)b=vKG}E}Ach?yho!tQDFP{jaKckh2lhjEB>5yVF($TraFh}hJT&uu_FtBg* z8HQvzRu)L1cvk{Hn; zGmQlr4g-dn|FNtkxt~@2URyhL46yNQaf17*=W-9GGGL-8a$xYb37Av*H1xXU0+j3A zPtpX;xE=xQa5x1AAYdBm#-BKhyf%pJl$5Z#QylJ4MXT?5PWz@Nvn+ERR)G&4{#s#v z&ii<#I@>8`ZrVwBnFf%m{9b5;fNhh^Uc1=E;>15w?|aT9ENrx=0nW&;8;ps>qq)o~ zEic!|$=`iIXMYm)`}04O{jp><0k=L=aD$G<{vY2|EKN>_siJ>; z<;oHJ*IRJsyEJ7f-m-FVaAYij($h)mlobGZ@J;pZ03DP%?a5c?2asYSP>$ln%{4H3 z>Tq(j=rYVo4T9we8&DKza=Q^V|3-QVAztcAb-PL?k`R_4^$3rhF6W|SRo?rFPuxi_ z8{-SHj(jg}vGiR%YMD)riY%r5+rHAC0{y%XY=^<&%E{(xNmKF50h&sNXQOn3KQLf* zc;6?*ur7LgnygO=%;=MFTE1dsW&JRjs&G(JHJu`+Q@6^WKixAA48(E2QSKP3*5AQo ztk5pUYW(O$z8YR$(;$2xkmCk)gdG0W1(NbdOM05&iixkfVYzpwj9Mv&5uyOAAar7;~O98!{Jeu5ra zBASHkYgG>Y4S_pq=2{x>?8D!R_hY;N63X!eDbyNvQ}UHs{Ex1HLB3d^FL&)|fJ&w_ z;P!?H6J+QTg@B#{9cb%?$;#@r5@8a-6qW0FEG%y~U%uo3+8!3HsuzKQw@z5n*e+65 zR#Dne9qXs10($YX$3q`lz%$bX!~s^1e5p2fVeq$4VB(KRC2?|tvVwM%VOe;;%|9Bi zY_3>|Q`JWR$R)9ApTu!m32^1CwYrtyL{C&uZ$eTIQ9##UUoQ!l0D2d={4PErwTiKw zyW<@#ebv%UCtN-%^r$uXRN^QuPN!$At^J}do?0TjG=K$| z)D9SPA)!2((lIIfEH_P^pCi*lhnb9xg{AqHl_-Hw0F{(m13jV5AEoYg0iFwS4^VtkY(Ci6M5@RK zK}oSyx~lpAS_}*-T7FxjPj1VjTQ5SEoDJe-c6>w^uu|f~2 zxrE;bto8M0-zH_Y=raEOh*|^?&ZIs*bV`?-u&gaRNKQ&p)zyt`x{#b2T=)>XgOK>^ z(P$9vKs;5`OrZXxrKJV7mCKkL7#J{L{U-K_Pq@1E^WDRUGLntICmva92jIVa$B`|U zOET|aMQ74@;!<#}M9Ik`1)Tpp*QDhIU>b-9p#LZ~KR^Go^fJZ|MuzfCsQnJ2_ivb` z$$tO_sNmA6_S9ET3Z}SNJ;k~4k z0TiLsw)M+RVCwr4eUYpZEO>Y?XxTzcJSog7=kHxhAK&-75R~hKD=UGBuHIhw?qw|C zZp7@xzhnJJrlnT*xQzfi9SaK!Kqph@_ppTCFk0oaa>=&dUr+>?#k~|FxOjK~v7_nf z>HQy6y>(brUAR6hA|NdwUD73;k_yrxHGp(Um$ZZkNJ)dVbT>*$cZf)rw1B|S$WX%! z-$LJW&hOiQcwNet*|YYup7qpy-(x%O(By=4^p>97Zl*}VQ0wG>pGSK8dHZELWo2d3 zwzg~_?49Dv7(rK7q1xlZ|CI=Tl(m)k?@ry@PsLyyX&D|KhIBC5LMtPpBjxk4k3{`t zHvZlcUUGhWPooAimPS2 z`fi7Yr^U1T_8Xb^+p?lt{|=RevyuVJ(Yz%pz|+;yDQc&c@DVVi>0CQ`RBOV8gZ|d= z->iM{ipmn+{X_Z_CBd5ozFWx`=2KIqx)X zxPG1DBfs0&*g#->5!yXeBl7Q;<|&vCg8U88SeTt3ES32vS_n|Y$9)WH>b3k|Lwu-s z`(&nrU}})JL2r6cOo%J+e-^4l3mD=Db6i|pI}v~uqtevWT!r}%q{O}N-4N|%De83i z>W#YM1wQ;1_sQX=Gmpu>lvq&McdlT@&B1u_+V_3%JU@!3yXa4!i|mb z8W*AgCrLq}bvKvHnu?I+`RL*QxF~w82(YlEiE>MPI8}9ZQ&LoFsVY`YW>4Fe3flo6 zf|2*fe_!HxCCH7Z`cQ61CdbCcR!vAKNvlJ9`+EC%|8p&QC163eA0<9zV`lC*$+WDU zH*FM)i%X5VD6mZZPSVc&?-xD1b&Avla?7`SeMJ*Yp@L~Q^hiN;;DnBccEVo_z574I zy>$%G=XhZj__cCJ%aQugfA?D=}JFxdsge}+4C`)rt>)L1~? zi(LQuZ%QoB7Be^E2Q$EDcC&I-_ES&U^eMS%Fp{9y4bD=X_e zFfa*#X)b_lf`Oa+@ZG{P$iOZ@z^UJA5~|P!#_kCu&7oMHEkMlSIMyGmmd4uc4BdId~8G zLg*K;IGggeeVqrn9npiGnMDA9P5V#tb?s^<14D6++w+Mvk5ThOByX3^5pK(QGquek zk{pV?99Hfsu?o9aQ4z-bhRgx=MX*Qb@fi8{n)GP9g`emwdAUVH1|~RL-G6dv{n(;p zxDIdWvGSZ4L8b;sB}&seV*sa0KquqX*?uIOR*@<4`f{$>!#*Q)1kF`6v+M(K1?YgT zW&1rt@eg{5WJ`rlr-ljV&wYGE_tfxllJzz=a6{)E)`nQX8&M-5<9RYXn`bvqyH+(% zjV#f$Y(Y6UJinyC($A z1#3K~5_rwuO9>FDpJvyCtY@u{9&*2L^xg#M9+njFxLCd%v=7cx0V6% z6rx*|OPE{dji@l$F<9E2p4CVcE%7luywR*zE|nLkI1B;UG6%NtZ^V7k3|CgroTq)Z z6Xd$%e3?yEQ5SKKbR2`M2f~gVF1b|(0&p_BbRDb4w=&U;x*uHP;x9MTdwX8vSJ7^D zx(pieY*5YaeRhwK$r+X4I1NlC3hIa*dS^D6)E>}cx5j3KH`?H}$_XdvXB#cI;{#a-!XLq{U2 zhJJT{5hj>^?(f{U8!$m(iaPND*|eWl*8>ls_ARg%d$&s7OOqtN2|&{lyUQ#UtL$i9 zBT>$tUQnF4wDx|Ony0r4we>)*siT9)hBf5vA}wT7?U4-f^5`SteswJcjTby-zQviI zxO!lHMd$67`^^PLj-AA5z7yzMzt3@WN8DMe*-yDFR!S0uDkm!hl6l~ zG^I1H0wl3$DtzUpAoc(hdgm~+lTOF#-PQc(=TGu%de1>URUjaypP9LAaCgE*rbRHzpUVl;@wOh7!E?u=A;>ij71oY)`z;Rq@e z8zqxKfeL-Y_zvSem9pAHFV5;=l$3`3tiq?86pt*>#cj1@q_VaH@D|lbR~NlHYRA2B zVnSCPRd(L7p_Fhe-jJa%KF6wWz5GDax$e~N)Xkc6D&}3**q!J%7kDo7e9B0##fu}g z1Sd^2_`3>Apt?N8TdCt-BD$1nFtHxO0Oz%_H;lKidG5oKD#@3vzVmBDqek?d) z5?Dqbsv#k>TG*wpCdfy4_7)mjPB0(>mSirP8MH6FRdf_M6PKw_{X0F4t#KEt^gBP{ zSR^78KeBMQ7}J{T<^H&nX?t_Ul}R&3nZDn%|5$gRyb*@!V+eLc$p2JGsBKCIA{+%P^C+3jhV1l>}DcAVEM+u9zVfCq$%O_rN7Le_pJu338gKb zj)YoCbL3LHrp~@pEr^ zUIcjDoQqxt#5%8Zzr=X4!)M}cRoC?>dQ@gF8=zU3*`+k<+m)G^m_XqGzxl;(UqR(0 z3E;Tt0XTeKyD8R!!a~^#n^K9u)S1DSBC8v2hKVLIkVYJ1D!TaQnVFk_pa!~w15fw& zHNtg)RK*TT8YNM#dI(Be*LCM~r|?KK>r$I4+WvuNCG?dA#+$8PBHt-)JG>k_mq5?T zr0p?i#BQGZ6u02JdHnwK5UtOyXV)dH@L42|g;Q9riOVSS`L{5L%Vx3gv+Mva9GPmY zOYi0l4IZ4Y6_?bZslNwwYKebv2W4dJ{&F=V^XG7%nTmt6fUeR*K3u??N$YonqEl@g zt(X{;LH3Q$F|z@Xl~qs8D(LcRzyaqG9P}JI;=RnVK%GSc5(4@|&n2?WRt}k~$~fEG zrQ%mT$`NUr@|`*Of4pcd9*7v-G#lI;V~V}Ei093&)5FknMkV+xQ1^iw{i&_vUZLf1=Hi=xYoILmH;ORU(<|}e0KsBuM%?c)&0|K31sMpNV$NspV{^Sq z9hFZa$2n3d%T%l&PAo0je)8lAT$+(ubMmTl$CZJLm%PZow*EE%_YnTM(joriOjXG3 zQI>y~dQ*T&qUoT)=WnDq)bF3lN*KfByvv1UQhc_No9G1Y0fm`|Bj)KsZoy0rks|8nWz$=o%GTskFckT8;t5P3Zz4XUo4j zH}r>1BRx3S*m5s9j?OBCEBOaxY!&8uvpXvO? znw0rq{7RUJ`;^@EHw=Gl zAE8Y3Jr@*o=B${oR)d&Gh;4anduQx(pSwdKo6ARpt@|Z|;Hj&Klm54emTyIsxaPFt z_XigppC(EQc^pe7z-szoT1eoUWU~0hVQ)TD%TkO{i>KLi8N^QElfYRrwD6+WQe?6D zh{E7D%cQnE@MnwTD~xhr+Y(_5SXx-Bk5fN(nU_&^lvSl*RVj zwN}xAY#wkrckjkuF8H;=TGrUE2%9fjNy5IB%8aJwT`|7Fk_z^fUkIw4*>*?Y#xS}s zQoc5S<}?Rq03+870P|#9pwYOfpO}>u17L#XeQ<#Bno$$s!(yzxqqLbI7ur=Sw;Z9! z<06C)Hs}XwC&8u4XSjWQ%=p3Ozfx+>ZB=N>(%+UN4l|4z^DR@;cWR`%E)n}K{sAoR z{>;+ZLO*7?hm281vo?=(D&Ct-jkLqougc{XvN&%-?01}VN7L~{?AMl$1EIu)m9xLr zcieem0-j1F`@&3C=Pxl&cjWKP2y{Zqt*ZYhJ?Ib0R_~Am7O=`Q74jQnq3XqGK74d(zAcos-kL^VNG& zhRscHc~t!gvi51aYvGhl!U#$i;k&;XLD)6lGA{ZNe4~c_X=TpL1vnDzCSL%YZMh4nXV4S zb{to@No2IHejVor7xxq6HDZ(A9I{P4p^Q&Sjp?A>%D6jw;Ay^gCa9-Vhq+Luq%o}* zTbC*lwKqw-75jp!}lLOk$GK*OfzEcjbDe{Nje}JN=es3rLh4+vL zEqy%TVgIYED*}OLsyXeKQ7;;=-xtbe9L26z2aZ@`V&w{HKQz}>ed78{EBNe>(Hh7) zheQLFcFT^w$7YwQ@4Ua3iMNdC`%y;d_r-&l?D0v;8=jmuRDQl8>gbZ_`9*+wU`+YO+7inlxBjI(+%~wYBdvuppQK@tVle1 z*zQMdf4*n;ni?}J3yI`^yx2ez@Z`5NqrU(8n!UZfhPrxA=m4hTm-Syn5PoOnsLCFh zU+7HM=Kb#wZ4GL1C$AIH4xJ5SvXvXnTvu|Da5>mcEH1HZ+0X4S}n4u_upu;r&cX9;5* zzO5yfuUeXkkzOe1D;_9>avNp)ucQQV)!G##w5NV>$;X$PimG=$RG3MGy%MXOO}M8b zmygM2OTL{VbMaziCzgaeyS>X-|E1KtlZrPQiCS9bA8V z?3diHeoIYxN}u)QGJ@FoZ#p=y%kdf7T&$0mnqIP^lQ)yH|9(&YOkRSBBh81GoPKuZ z79iNsi1hs=Y{v&0s#lwM@5ddYZAzxLJ@dX9A0B4cea#~~bTkaDXxfNNdOolb)78o; zwN{)^N!H<9!t`je{6Nc5@ReP8gKFhHsT{d*fGq!?p7ilFEEGLeHYwUWpo`C9_fY zPVo$+0n{0O%J|HcLAD70o6y4ci?5_&{H}hv1`NI zGR&1CXFU$$NVrEZl^`)7q4|wbvt9~-6kb@V&ki>Gf}5dC_N$Av zq&^vt{o>Il0C?jxh!VT>x#ez)$;JJ8DM!tfff(}e3i}sbGb>UUT5^0RH?EFje^f-R z#ILCM@hFWEcRkQ#6(s#w<*tW>yC8iN9&@nl%MznTRO1wkhE|nR31{?)SZdnS)X1X6 z_oqb6Iiut2HHeT{jSdgts0bm;Pdo&uRjFv1yshl~p(>!zPfuDl2EtKY=^Yv|{J zhD+WQV$#*6Xl34_(K}Sx0XAd)nw3*^<~tXypPSYqQ;wj}YF@WaRz`huv1>o@eoCz4 zRw6dI{{&9@DCbxzIT~Mnw{44Hr5Joid?`*evC&c~v!PEZs(aOkKlsVNw|!J`nqK(v zlMb=!`7i04yXr8QQmQ6VoXEQR$BsX^RDGK~)`jT)c)Fa|m@|R%V1NEZclf$_v--GN z?xdo}Y-k5nUXh6%c}@-0AvGOaaSo#6lB?V;tLjP4$PUaep^BKqdj_@DTJ>mF?{LDf z3;5~R8K>wNupqU%Y!LZzUcPgYn;KT$Sn_Vj!t4EFk=Z)e!^ba!E3{&t_wPlFW%$Lb zjr*?TtsXbV^LReGGLcjc@!nji=nsXP1iCqMUS&ye+DO$?dgfi1Ck={w@bRgAdiQ~; z!*q)yyGNseROX=h!5Y{e%9U)6D?DG-dww%oLZe;=!}|+Mm>1G9=Yt`^hbx@kXx!EM z?-rP|emZ23qsot+b-*J4t?p%{3*SMD( z^k(N6%G!gB@Faw?2yIM3{s5Z)O3iB)tZW|)-kvK4#4ii8m3sLQ6<^Ydr&l3xYy!ry z*U1O6&{D1IVI|{BoR|qE96u<)_3Rz4XNbHKz;g1Tcy-7r-QPEGIfIxL7r`1HJ8y7{ z_fv7HkDGN{-O@gr(Jj*~TgfDS^!le>{bN{x;vC}F0BZ)N_!oJL6^$UeSOf*RJkCN# zMFo~YmXB_TY#@rpS(^M>N{ey#*_M=Ce*}?P)RKv;K}R7O1I<^8Qu!;nW6Mll;@#iZ z*i6}vROIE0$m3+jqd!OukU;ps#R} zXQc=0CCUo^!ILe^U`)Mo*d1l9T8bn>r}NGiKqX4}c=4t-N!Wi>BKHc1%oGDY`nc=AX3jQJoV zL>Ds*4@;jJce+hYc;ZEBNm=sULaHZ(z*MD2emW{-)kvj&Adg$aPn|l3x(_~aE-G_k zH>pdf(`x(;6Lj5c9yl*!ySLnEDv#U;8k?H4J68FvX-9Evl1nW z(&TuhQH9sD!sY|CNVFIEM3?v`l|gx(cEt%PlFtxV)HS%f_^~|^WzM<`2V>8WlFA2V zqD|$y8gPV9h15ARF4pXu(sA`}sr`FFsdAWwT}{vA1M$<5R5I*LZI}J3caFX9tU@SV z7q9$fPSW|Tivy)}L2!>H#lk~|dUr4!7y5#{x-#Wb!qEVT$*i+*pbv|v(z-tWCcvv)nY zYqO{kgmP|zXYXV+hEU|kmmTVmgiI?F@=ZTBDwfXc%=KLMr_*1&pi>azZwiZ-v$o|U zm`2HZI=@)`c?-rJoQ(VC5-*kC-wfirlOg%`>Ds`Ulp&6m>mOtvy%6_>pF1F4Xo~_f zh0_k&h>xy>nxa$JEhf@sKaIgtI94r2hb+uqoE>_a$-`*;8aA!TJbVlV*iZ3WcqpTq zOgE-b4?60qu-w`&xhX#3ed0a6U%|D6mpO}B{bS=ME|u3bU}qJU-BIEry~%v0f!ppi zyWh8E5TNsH5;rU}{K6CG-^?KW2NHdaz%G(yh18-tglw5j?gcGv&KVqcuo>yzOZz+H zIeQ$NAi-w~j8ZzMmmQ)nVb&7^sqs8-wADl6C1=XmV}JGIIw3AzEj5t|II-Dzv~5`Q zGk99MRGY51e`8CN_+hM91XjzAd3IUf+iqbwfr+^|);VD4*skGgL&=K9PrrE~6D==$ z&s{W1jPAJ7l+R+X`iWLLUQqgofQY!(^KiW`Hw_}@!XG&~8oZo;~ppaXQRum;4Ui0B! zL(qr0aTdEYGa_kz*3!lRAfL%kYxXIvm=o#VE2qEK^*hZ>Us9#8Ze+CmE%LBxuE2+X z8d-x9F*zVzZA7K4k?<_GfIO_sAHoes!z2o}Mo;2V2pt-75!(6sQDFapwqL6@n$DNQ zqFt!Fs9=WCYLsUnAv2!*yx2<4RYnrBe+7D3Hx^sU1(CEmh;L_1xDN6z62AhCQsC^yPcA zceKrkWX}{S$7If@@k}8S{_gv7PtV4Z?4P2*mBabMTMGDi+xtvWS+daq^ix*XRXLi$5L#A-ueJ;S#3#-byeX*l0+vzB<{OLK3BCq2Q@jpCHz{wir>xm*2q<~E$aoQ->oN8W_M+_a zfRyov_>@%3r}82igST)2D%nl;nlHGtcdCa&LUF|)`A6S5UH~f2!p}`qE%$WUSX6_a z6yrl@9b^&Q3u~XnruIDF#2W9K1dLRyFzlorleur9g@3+>q1Z>u)%AN|IY^L$cxQkb zUD+oA+N0g_nuVRDy6e+h39B}zUapl#q=cnuEe!WH@8Hd@v$miHEDutG^b~YwW>E1bB=EZ6 zVMPCa&pN7+?#6l6VwCcaMw?}{z6q^;h@ceZP%Sgn(cCL_ePvejo+ z4a2^tx~xsdrN0r``tcs$ET_Nw&QfBlpB?}-DutO+OfV-m_N8#t z^sf(eE@st#`No8^HXn5?O{ozwzf?tsiMdQFg^fA$R$m!4j_>Gnj1s}DKI<@imqQiD zBh@iPmQdJDYw!in=iXemQA{u){C6o{HjRBOZ^qjl{YpE;qV{}+a@4`I!!KE|($WsU z)KW>x>~1LVw4$gWBV!|eASephYalM}%Oyk5hE|u_GP^P_QB(dj2rOY{!vK!&)V4J3 zcK2@w9XeiN72M2x`LT_sHcS9YahK@$!hFeb%YfpZ&u9F(IdPoZxcE zDLgNv^+pxF4J$Ns(H}*}==@8{bCbc zxEv116EQ!C(-fyWs(lL$xu+DEtNDnHGMUbm3n};))!zJM=wktCDNZzzQzOPoo(xnQt(&C^?m~VK!3O0t(zY;cpMq84VF70F#ikm&>3SIJI zn^`$O^h8q?O+@KAXw!D&2F*&FE9(7*C0G!Yl9*ov!#EbhL&{NlEJfQDN6bee`vP%2WHTUKd2?X`xgBZvaF>vz@9#YS-J;4Cj^kc2<(k5# zFVp)Qvr7;IQyxi7w?0K73a8Ko1yp3cb#Dl2I4$99vYr@x) z%d|G(pR{>wQ4&uj5)lLs0($T7Wp>=1R-WnJb?KgCA+WWk36UhFF1Koll-nDcQugH| z03=Fu|4~+nCf$?PN1NP|a_Z-&<*k^)YjIa^8EP9(1cI?RnG3PBSR57pLecMnV zueC!eWeOr=^;)yykK+3#FN5ZD5!#7|rxy6Pd2x2GKBj#ORPprA4396LN5g@y<-fz8 zdb{f(8IQ!}@&sPC%-2UV4JkQ_XB?#76UC*q66fQtkM(P*tCwDT7E6(67%1>C(%DDN z=lCQmx_o>BzwhBDEUFG-+5;ak93gCn%a=TQBk)GpRp{d9pwcZc9P{^*0F(Z7GV29F zY=o9l!SJH8TsK1VCyNscAM44c#1z#T5&oOj&#sab^ZhVC{*uSBX{dUytk!sX_6omf znO+p*^50B{VD8^U|K{o-0S`AGTlVbFtXI1hNCWJjk!UzGskZD=7?qTH8T&XuGp#dt^GKE3 zZ@~E#4yvr`J6gEnS-zFD3)pb)JpS1-?vu ztB_UJ^HWDNA{*<20Zv*Ol;Sw0ktDaGnZ_$i3OD$R7Q<0gcsP9|n0W+Md;tJ3AW1Yv zOdC_2+7$#=UB6m6IPL8D=|c~_)6+isF(~hY8f6{>oRhVxH?4!i1q5BxIooS8CvdF&AV@4 zV!ui`^6k8$Yv3?DFmr*_-Ntubtsw>RKx4PgTds^=EOBXPAwZro;IOJfBT3=sQ9J6J zqv&c=J~E!IZgMdGP_kh0cevVv0`r4;B{R%9WjH39QmVg5H9N1UsARtR_;{X7{Nf%C zIUl85eqW*M?{I&@s)KdzdLkYPo*6Z#!t`vyh}5(Kz_12yU`T+0*$U5bRnCG zz(~|BaJ<8E+oR^CUx(e?{tlDN1NCFm{~d%-k4&Zj{#-ddAGTu`hu^x8lc_D zLrqwA@(IQR&R7iQ08@T(B4sRZ$uy8(Q$fMiSgbm&qDv)($HxbhfM!9psaVZw3<$vK zp3dfim#xvr2*zB}o&OaRODY^BNVr-}99b5I--hQ!4^M-M#<5)mEeGJ{3yqSb_vzr& zACss~z4rxeEd!2~yGy?-tBHR|!1u>H|;V~6|pYcOStj+_BK zz2^ihBlh()DtynYDp9md$Lee+S;!=>-Ro)RO&F~+-CC&UzFeX{+`l4$c`)&ieGiX3 zj9k2)AN-N_%cQ#5jzg#l&dvU9wrjtEL5K?*fldW}N;Dl}lC#t|{MiIp;ww@I3xvUfIwC~hAcV#*k z9vPP=p&=3LVUMgd=6J(>J}PERZ9O?_?YznCuzV5Y!)a9IqxX0S>M!iK!333{ywGcy zQ+ep%gAem)F{>{!eTs}2q;==lw2KmR%64c^R zMiFOx&^E36T0+HuQBXeGv|s2uEg9f{(n}J|OzrNywNQW5z2IOaN}qS|?ym!r{nS_2 zp{MV|Oh20! z32SgbJ{V$?iBEZZKT0mcN3F&4vG%CPx6=Vro{KAsp)U|AiQvO!OLedh9_?yaVL5U53Dg4~I8FGWZ>;64~vDB07HfeVFlL>zZS4 zzg5|J%FV@xWb?lB*m5`at)CXoQlKSWG*1*-Qhg$F;!SPFN8z&dX7XtK3(T(Q>$HKgsUUfL zCQ0miKSoDvM)PTt%yfn4;ahklg{aqWZFJS=Q*F1%SNgp0Ns7a76|ZyC{Tf3YSQf0U zW3}Ls+JklVt1`sRI5eJ4wb)jr$>R!f^npL(CuuZL-pARIVm@Vjkl-T6uHR}bJX3`% zZdOR~*vvCj2>)!;H8MgIV9>=C1Ijx-Pd76lX#iU=(=CCuyf8u+NrbOszgOaXoqzL)GmUw`r zugh*Bp!t<)K{1u@^$FFsd;6@m^hXn&8)e9S#rt$-at3-96E1VT3&F{XN9!)y>m_NR zrPW9^i?2+p1F=FqiP0VYfZZXZvDPSJxrp1o+PfRFY$1QsI)7oc<_sYoEhxoD-(PU5 z*4&aSe>8ChpFEGX_;xBEAD3F3Jp3e0>d+3BZbz4>&7~--sRX^RB7P!COmbMUcqqPvtylUfk5-BFIf z#3bEBd@;W?ahW6VqG$NSQ*U^;04@8*ZpC+sluyy630i!kbvRPWpQR45Pp9h{#r9c= zgqH26imr1b-59ICzJHS;{9X12WuTiPG3Y?Sj`~&Jol>iGkUXGU73SnL(VN3l5JPW2 zAHMD`trW<>DI+Ycw<|Eo6nM6j-h7ez84Ae6sXw#aMoY3tQk)&l7UwwwkvcQa_`PcS zwGizz912&tT6n=-#kqZ7$b+Ob!Est1+jIQIMkB>zR~V!$go5(hSoO^~7y?r03&%0A zQwkmIV>y+P?!F_kH;v4|aZ9lK^hJUr!;$~dxd@n8-Jq8evu3xm_spyE3;w%01Gr&Oz(nsHO$3Ro3Sqbeap|%Zt!fA(my?_~e(^n_AG96DoG1p0& z-Q{lZ=Z_CfwAMSfAa(WxDn%lKr!U0NZJD_tX0|(FIbWnhPv(QqvL_ik$Im#DjP);@h|)UOai&-haXD^` z@b8q~38KH%r{63o=1*3ZMS)E2t#5yUkl>6H_WbCGwVEaf+lSX55NNpF;`_i1?z(&E z?6qF#R(QiH(w5`vMKTs6Ir=Q&jw-`1LO%$0AQ+R#)$(t1W{o*@*WB$tcWiJn^!u}K zZ|~K$?ztNIg4=#=Jj3MSK>ybJIj@+T<9bOoU!{QlB3$SEGS^xx({vpfTXftfM4PWV zN^(s|?7v{;F?J4p%i5#WWEo)7K{j=0ma+M+8{f1Sj%ou6=2@zjL>9{USH_fBq(qY} z-e2b%4W$X9sUrPuHj6p&M-yqZd4-gRW3BNJ-rY7IWMz7?gxZma>*|hE(}~{xgB!0$ zmigAs4Bpm~K)%9w=L0Wge0EaQ$|pXQ7wwG#dx&puPx$-~cjUradiVh- z4d(tY8lOzPTjne(%`T{){+iA1O&iqQB%M<}LBJo0Y{7td^EzxW)yz*oJU(g*Dst0L zcfO*{pm{Ghkou=rWA{K3koqLvm=VTF-xmxV#jyRnqqZ(xZ~wEr`Nt=|~wI@#}np#)hrD2F4B>%8?W~Pf9%F&&c zABa8|v<>*(vq^0?#R-plr??Qi7YqS0HRr#Sl7J;(GlkC0*0xW9}p^p;G(>4_Vm>p6tys{~Cw7*ez&zd3z&8;) z=sHqAIWbU{hA0^KDRG;w(^U5nf#^EI0=NS!zN53QrB>7Gp0m6tE$Z5-HcrTO3TX2r zIS_Yd@87VlOI7{m`qc!CR@8&R00#K3qHGdKECT^d3Dhw`Q3GSfKR*l|UlN5wr*-PU zABWu4d<;p?nO*@~9K9iLytMi0hRgiM%lAeLE{8=nF?#E5~xBF$J z8amB{Y_<&3>Kti&?RA!DghYQ{4_;8F!{%OIk5HFkHd5ukSDV=O>D}hI-c?9Esmze- zJ~^b(8>bX=WfSH+mr6|Z?Q4%$Dl z+N+-SJ*009KYJ<~b z<(0=Q1t~$0ragJUmXBUyV3d!F)|WK*vYFJg*kD9qmRkZ7wKjpE+~0d2d)4xS`j(uc z9v1)#L4{5vb{4yM7!`0@(#co>$=$yFbX&F1d0d)3>@-WMFC7Z;X6AgHZQ6W8DsHa| zrFu+j%F1#U18Whxif%`WTD1NBu$!(1&g{m8##ij6>tQS1Rd8V>R&oUcse}JcnM^sO!T*Zu0L8xp)zPlI`|1_ts_S%* zOmwjJS1aBOE6=P#?#@^7(JTAfAQ3rhoOFyEQ-p_Lzfm0RC0>VUlghJW~ped}>SxkiXnz9&dCuQAy)NGiY>zG|oJJ`Q@IN=UyjZDw%t1N{Akus}=J< z>+)96kfK(sThU?Dp z6pI8kO(V9ETvo~~YV0i9w!4uR)e`wA!Lfw=^M^(kD^380P^q%yJN3VCo)Ig1PZJfD zs4IOFlYq{bn+1mxVu!84%G_<*xV3H~RNg@M;TQ<6l)qKIl^ZVe#0r~T4=n#oVl+BF zjqw2O@2;fJ+wQ*c1cF%H7WFw|k>BD#NnYX8V!_YtUZNML+_%IJQ&Aq2!cM(cuw7oi zizC#7f3zKbfH?sG<9YPg$6mGmFE|E}YIt>J1CgzN#2HV4j!3;u<&=Js)}yZ`WoiAf zv@3hVHTR(Cr}oKgkIEhe^>L|KJ-V2a`U$w!3xD zGm^Np$qG3W*W7Mx`u3WVkzuZEwt+#X!A;53C3kHB7!qo4W@c6kuY2X___uic_r`@= z0uG;3n}VVu^YJ`cR(5tQtgu`5oQ+%Tfy-AzyEnJ6dP%GAsVKo+?|`)VBbzy+*ROfo zkyrM5k4d7a#m*i{a{RMVuylogd|u(rZT|sg_zP%`Kx7sytwiWh5^-L)+#un+KwQ1P zqOR^C0HL*&88#ob!-LM~P$qY)J7OgLuS%9xJX@%NY^0WdX4Ti<6jc7F<7U+P0?0G( z*1;jlsH%O0d6>Mj*$ZZ%s=@_SRUSUCp6oIm>&i({3l$ygt+EUC@dgCsYo5Mq5kE|H zOKSg-u(16j4BV)hzk8&4hNQbu$Z;FdhXExiw3;h)6&=ZtdMe3T*a= zxOzhmnf^67w{wuN5eL4KvO+7`0ViR@Xpf^NBReadd_fY?;M{p1&7}>O=J9QJ+JgKd zr?8uS=D$wrFOV0yAB9fsK%%AIv|(2k7`1U>DhtXLBsi z`tq1qJf>ghaKJR;*;UidpyUZ-@2kzLl!Z*EsfF_}tto8Krv>(;{PLgpM_YWI{)gIh zQ-KTST8{-v^`nk}Jnx<2_8-gpj0>az=WHKRe#p!au$Zn6>6WZ2-hEu^ROaXsBzW7b zcy7dEM;UNih(E_m{bgb4{fXPOY_X1za`~EaFR5_taB)}m*eg57wI`O$=fF8$z$Oao z%P&XfsVRP&Tl<2tx365^dS`kC_SCv}w&y3@HPB06dLkY)n+n#hZ(9fb2ZtTnE5qx3 zeW~7lZ4=uW#`*8u*xL6ciNd8XCDyC$~s&=%oWmVuxa* zHkpS$nie*(>Pb`Jz-`v?9OFeVbZ8d}<#ApXe{9tJ(4fKLnWLlQ7~=Ko*8q7nP@tIT z0tCDngoK1N@o(2>$x_KEZBupdvFil?j%mWc!pV3C&&BuMsn-g!pjRVVGH}bXF_p2? zx_o3mm-6^!&;X6E3YzNA14ivH`jyZXAaH~n10*4(aHp1iAz~4jCE)H08CaK9TVAaa zyI)QEm!+jocpCp!;Anl638s!IREy;WjN#V+i_`YCnQQL0J6XW)Wccv6kcD+w0LyMu z?dtg5`ML37kMmnR36fhuq!Q8_4elb!^K2aW;M>bh(%Zugumy?0rnFv9X~>%aWnEC} zVR$wP4zy#y=d_;qLQ-Qv9AFH|B>lXb!fwBX(Ra%+czNmvl7J~el*A*S>2>@kyFMP` zu7+yo&nUj!&Y4XOhfwpiA+L7XO?|*R8Q?}Sx&ytPkIf^gyr{Pbn4f1|7_>O&4}e9K zM5d{>3&mFT`+TgpC{vCtbnnw0l-j`}s}%AuY~!^2)^dSw6_;*}FRv`4pi9Y4@YSl6p(?8CC9)#m^^W z!nzyORZi&k>ADONz``3dWjoe(m7!ufaiOQV>##Ve~O)pkpK zbHkC^HLsKug3B8Si8#&{VafLU0v&K)j~4#bjm_N) zD4F7tlSy2cfDGBKHnTVQ!789A$#?nxc>C(GD&MY4utC89QCg60=?+opkdzMT?vzjw zM3nB7mQF!Bm9B$yr_x9_vk&-t-}jrDe`e;p=KSR)=RD^;_jAYIYpuOD@;O_mHdtm1 zXV8v&uYN9Zis2^8xDq^LTT-|hZ#f~KD1BOFDTMe!ZKAU1r9yRbbaz?h$i3No+125o zKCbdu@k!?*I(EllI=bJ5i%G@4l)57x#C5Ctd0B@ylwwY+e;^2(t0o!9Zt$5+%*1;V zS{`2x6JUI@I8~(G_NPNO=Ftk>?~Z$y356G@nqD^aawOXI@SMX_hF+3Q#2&n0c(ZnFYQGiOJ+*@3jj zCFJ+?j1pV6t%2f89`{(a))d7-k=f?ciR!lqjBUs0r0-X3k^bKR7?lj!=_N z*Oj{2`?pR8AMK*S@~_PN5^Qh6e(D8P4Er(eY6u(cg^=XvK-XBz7ji|4_95+plp_*h z$n5HQ9%hs#^dK}F%t!iH-hLjs=~Q)+Xn>4{oE9o``N_z(h%>8Oty}(l{c%6WQ%ITL zE2&HK+4m3onFG(&SE+7PE~A>coa}bT43En&Z|A?%5o`Mq|DE{rtNrx#LHwU5^lk?a zUHhT6Nk9wH`|KHpy4B04Le2}A_jRXx3>R^Q8m3c7Y1is2`u-@Muxeq5d~9hIS-tF- zxRH+ZXMrPW6RB0pW(!ezM}GvSJfJX;9;>h8QPek5`bkVW6#g4@iu zw)0s(_W0Hhd4SoKq%`i;#W6WSk8Yt0&cAjvD?N*Veb)i;sL1vz)OOjW0gFZ##+=V#M>oBt4Je_>MbLfwwRVRwlOmM>E8~_$zoLW!Y%`cmtgvChuoROJm)%( z9xP*FXXi4L*|^x)(fJh%=nC8i&8fk3!W#^63_^qySul9_(G@KAZhyKE z`8FPR_{ekh!>nQ01Wf{ak-tLn(tv8VSmyufSBiWup4Ru0YdBru{_@V1(HkM4gp zYfzK95MRPJW#M?amy2VcxM^V=;NsEB1Y}?ZL-Wm5MJt`nv ziztk~VUiTKy7+)i9C=ubKY8|jfR$5GKPd3Q@BEQ?q5c%ChSOvpX`khmqP`QT4NeqRTX!J@MeMd5B8&=(f1>tIMTTi5-U_E4@t}vLj8% z)B&o>FoVvvth$CdUZQ}-J_T7>&*5R!#_!*CCTm|q5Xfm)r8kJ<)AkfCd=zWK_DNi) zQFom|(3I_=$5kt~{$#U0U4^wl&tZ+2=W4}wHFr%%Ik6Tu38VuK&blP>Iek;t(1^>FrD0(B z0Sz}@B@_7hW?i6ZD!3?dAPuyjyX9SQk_FV}>FLR_&b2=StwuklY@WX%-vtYj=Mjh{ zJEr?~ndM@~37rF7E!XohRc$J&*6lifyMItRvV^9}+j9Nm%oU?WUHpDf-aZ8|miZ&? zJ9lU_tiRtip&HwmYg7DfH)38o1*T2@KNBJ8d5#@~(z3Aexo7Ix+lJI=r#9t%&2ScN zO-;=lrekn_|!OcZY>7CjMZBb3^t1vGeSc`X0#lZ3z{;kC7@p@-nh#WJ?~~a%ib@6Q{M

t%j^FnhULGF& zn&TBqsH^qd-~4qLAt9>x;>CSmuvU`YZcH79up{Pyl(VLkjW@9zC9 z^j1MpPWv;f`7kRID+E~OslI-y$3B>*|Jj=f$a*#k zH-8KoY=KNOU$5m3G6@CGtQ1v;xiIC-`SI)b7#d+dr5Z$-nwfcllQnAZ*8xqxL}8yy zdpIIQz+-I^g1Y}0q#mKPO>x}kk>KXWP;+F{*w{D;G3wQiKaPj`roa0Ym<=(56=l61 zbA}0dl(Y2G!0aC_^0(_QiMxYSJ!&X%xl8`Z zJTqKpg$7C2Pe&jht_tnb6Z}X{y8SqglvIRbs)ubr{VnvimBn~h0m$L;u9$v^(inED zZ5Lm<3+ov81M|_GO-kg=FG`W(cz_!lxO3ggt2rq@IPu1}@C1C&+6|X|cdJ+C<#?qt zGGl!N?TAGQ(UGSF@lp<P>3sH97W+_zvCeA4soF9577Ehiq<=OdmymqnH2t=4ox`0K&Y6!as>^TfpzHD#w;J1D(%G6-s^&b#h!h8b zv`ea_XC_*AurKG@KJdH8sKg;Cm(b(+bid03XFaM7|6G1gs@k)d;r7#e$nu@{E?`K_$E`PcurSLx3B z?5|%hVdMHu1HGr^IX)4bf_+_j^$A?{hwECE4?yTeQim=uEUL?5b30Dj#Xk}y()YHx zr+T8!oTSUMv z6j0LMV!FI7Fl990vk2%(;J1HgwC@T7Yi{6$0AB`eo* z*5t&*!~o4kHmD{9-}svqW8+gR$fy|ka*4?Ys~^4AwziR~IJ1W%4vp(m4SmYSMB|}I z@A4|}M^upQOP5K&G)H0`$k$JN_~}T;okaa%rmrPexRwU;l&fO7b+>-^h)PL)hm|a= zpfIb2wC2GJYJ1co1q z7r|~EQe2al5NTu6+0tU%OL3~cYcHXys#=W~d=Ult!d52YxLyuZp(ERD!u>F3)NOaH zZ1~wg-#TTDkUwS@K9jcRM*=Q6Z%jfOaNRd3yCMl@ozM(EvU)Y>p@`o4WE~o-Y)i-;0s^|eEaeD`v2w8hBEG^Emdoegm2D<1<<47d(1GW?n2|1NFQ=!M zV)whdPT^V@y;}dM`_Z2DP@%pbo%%OfOd?*R3xqk3VfV_w*2mN4B9P8_PWhv$=moiN z1JRFVo7jhY*W)8lYS*5lplp!vl8KVmzv6uBrsE}P0zBLX_{+ECYE;-{>wWO|XMY`v zDMq_^E$YH0%e}fT0+dTQCk_`;K4h#<-(jX6>nqf6Yu8`u&#{?qL@TO<0LS2(8a(_C z@`_uTUr6-OZ&k`(7O+LR^6sDdkh`_JzO0*s!{E{sd73CyQKP zzK`8`Q4R;1KF~+MG_(eK?2%2@W!CV{-j4E=Tu-%7&-Vxh9g(R>3%gN^^T2>TY;*J; z$J-G{Kxf5|^PRuHAkuutEFzFB+Q7)~^5Gg|aOV8acN9Zp=IiSlgnpN1)+Gkw zJqfVP)B{BHKi_0G+k87iE>%3f)bGQGU@-l6aoIip4k~mKc`K`Y;EU#+D~gL*S=uqr z|M0qNCRD_yWo5LCrE6qmut1nbDf{=r*!it~rt*^Ph-M3c<`us(Y7o#ZLVqAv15xR0 zE3-!Q_eM$d7Ke(`!6_UUP+kH7_oK?CCGPUvPKJSGk(>YdHj~kB1$ImQ9SRgUx-Z@x-L42+|k>+-4=NG=jA0yuu$eSWnsRf9EO1}2%3|Tp_$P9yr znWoIRGE&<0D#vjkL!J^j*T|@-L_ZXM`^IU_87r48{c#PmegV7Up%}pqQ;_WhzLo#v zOI}7)&xvFdlv!aX(ZDBOmnDKQqv-IMAsKkiZZD1_*b%XuSZ-*EwvnhL9LAx!G~WfFPM$#*n+Q5QXH z>nAKw1Rvd9{Y4`Gnm{FrSw98Ns>=nY=QoBO0p*0OD-$(Z;2nezPXF?Ss$hg~mF4__ zcqS1s(`%F~P)J3S0S^#1J3D)$6zosMiVQkZWD@uhX;S!>{Br8 zB^~WV>5m^jPEp8^n>StQ2#t)SqE*TctT{Q5$o)2rj?3$06_lWH{xzS!t&2Br4H+i1 zR61{hw|cz-js5DVN>Xz2cY~s+5jLmcYPX8^1c3PNz`$b-B;;{$`i}|U3!Ht*tNjhAiw1FZC3 zJDaplX92!8bSsXOPF>Y4o-xB$IOm_cX|#p_%c%kQRIUtcfT7p%mHJPFhs z&-WM4r2EXq-?o5tZiQ^8eE^TaSlALHqBVkXEiU=e-)q6}md)YFmto`K(YPIKJu2$B z&2aupuo*Qo^a_W}4CXmk8d4%g5i7uVPc4v~-}`5(Ej_Tzo#&>f@4&A(|3X3Q>ro*1 zn2UROeg(nW!o!2}x1-$JyB2l+&&fxR|Bm#Y$c&|yub*FtFBWBMIK5hA)Xy9 zcxf}B;pn_ibv|Gp0zA!*syt5JZ3*w*4Vx>WQOwkPK}k7WVSKQ)K%osSVBZk%Ix%TA zvFJ75Ds6M!UL+5D`0#sBI1T@d-3Ly>X{)pkgJ#t{m>xg4F8n=mKcU>xD;0ZT^xo^; zr6{ovbP(?Z%OS`faXlr#OqU6`Er^1ScEIkhoM8(BFU|;reB#scE$O*Y#(H|E5>7kn&r(h2@5yc7J17QlwNLJ%uBsucT zpTIc!ohvf5w1{Z>{#`7(fuwFKwb3wEx`0Q%QRjMMu&?bUkGjn}D0_S#NU7<_UWh;Q zGH~)JaNQK*`nLH#g)CKE^hN%YXUc(i+g(?f@ScP*YH3QxiG`D^s>|ae z8!cUXjj|^x2#xp@Y3CH?^m?qsgww{WTqQo?v7xVvJ~h+Da+S@uoM`7pJXx;ulKgkD zgw2&$=Rl21q+2a5B^F}uVG&~AR@&yfC$G{^FJF+tY9X(Nr=>3PM)*yNf-h46`7k+G zAIa->3jv;wO$J4WJAAiL6406rtNR=mYF}TJE43KAQL0iEnQcEh1P0u=3>?AfDRHkjH`6dDZWROfDh13H{^*qhJl^Ad(^xaV5nAPO z7hkW4YiuJt1k}NcB5u)gA@by$tPdubFRTZ79)0QooELVQ56BD-VvUF?b`67^khtb% z(K3MOis)n{C0VC}*|9AlX8Z}kABsQnJQ93*2Cgo9D3rgvwmP@mtHtsKY{iH8Lub;<$x%lXy z=dtlC6+UXk#1yk5+nCso0_66Lnbh~}%*~?1EDvlemR}S#WoOmN>*ahvqzHcu&6P#0 zxLK-}Xq04+k{C);h_!5xr#!DHzcW^>8os?_$)~rv_Pcr}?Y2vlcxsB!$go_ISie2$ zUXACCsAvvLhP$*%p-=sATELT&ye~8E_;Rsf7m-S(QvqzBP3oaabjII-;f++twA+dJ z;w`c}=BO2Zytr(G#|#m8*UAcV*4wrm5_7MUx^XwlQt#7^u2_4UInScC)Ste4m&$Yn z&Ahus-;!ZOny_cknCDsqjsL7vl?-h^HOR=0uFzztNL2Jb>@`WJy;>6S9x*jPVb73F zZOeZ;maUd-eHRTKlUb-Qvuvropm?>9*KOn=$E1Z=;F#X}I)_-!JR2eaS5SLzmqXVR zu%ECS`0SD#dIKJYhaKl|O9PtCMsrP*`d4?o@XQo=GLcKqBKq5yOf|nR&Pm=4^_DfJ#uYAz zmdZ-KDk;9EmK9xGzObHK6sGCQPH;kN7bfEAxBF^E~Iz1dHkiOz&#XnCBde8 zi04@%VvSBy|I9S~GVyR$xrh8g%R5DNZFO-Xyxh3lX1ULfMXg(`D}QKAq#*7}q$v}s zlt$1b*n6+aH+8-5u&}MTxsqUK1wUV zCA;RcBm6|rC&l@t>wrmOJ&s*&se(@au=K*M%KTtMSAnwY1(2(qpSJ6P=~ZvDSK>4+ z4sz6e8dDj0IEwT1%Ch?;afQBQny&^%8W*MQfKZAp+%!y zs`gxIIs3Zmd8=5AccjU*PQ?k$(Q_U4sCtrx+iM!QG&#i!JGoz7J8rQ%3XiBO`uVaB z;73?=ip;RjMH5 z2vt@i5^V&vlY-A8x(#YBHmQ2yw^9PB%y%W`v-V3Z(nr(|H`#N75mA%HEhP^-bS@+m zWBaIgfBoZJ+IK7CSu#!G%MML3?hsPNMI~lbM0glahr61cai~6ij?%$OOlsOtDPJ?g zi1J!cZ&R0O7EuS{V#XbP(%E|2=;qcaYv#kE@36gOJ_!YeL%zkv?i6jPbpNyZt{z8T z!gZ9(e&?~~1~v6}lBr*+=xng(pB%9lSkmnV6qNQCZ8>D>JG=84Q%;I=NPYm;d_m?P8^ zR;n31uC?&Wjt|7xy({(tD7TuAI8KmBy(dcGqE+iciUORLq*LUNrSuW7W$MA6V&Tea ze3OEZbl{sgAr=$$nC9+9l-GYFc;3)#mK5?dQQv%RECRNg?CP@R@mJk95_;W*hpE)E zBC;ta#Azd0wV6jQ3VJ3}%A+Px%6onm!2BmM+$+$o=xAq8=Zo$Xab;S##YGc|f*lqw zdE%;vT!*)`S(y;?V-7J=^^ceD;1Q5H9M)j1|85j)$uKs+;ks(egi57*9;eo}u?ljB z#2PT5$f`3{5FkH|g2Make9@tx1pJds)V}nRJpbeR{eNdB|MzdJi(fm#L~gy0l}l^?#B{rG2pD4$vOt3s1;5$*0)86D=6ISdn%6{Fh=s^i7wJ_M~QIRiIJMr4teo zs^%yAJP0In2*^LhY-|dhEyAfZlrG@@^M2|U-}!R&G8@RPrzjPdOk4Uy;lp)sPHKeVys5pg3!s4(SGqK z*IEg{WFgR&r43r&&Ox>r92`sv2~9YFx)N*SRjH5Pp}*U>e>NPlNOj+nr%zkHJWt-R ze|!Rs3|p{dcu4{TPQIx-&xL7nWn3XDUOa8T;@>QV8QdPg27#t!|Mo3ik=G&v@TZ(`Xe(Zcc*(Zi-JZjKnwl=zjZ|YZ! zgOn_|dOTaD2z~qhYr)%rVUigc85;m$iyIkz`FQ_P{iUaw(8y>5Xr!1CO+euYc6$KU zETvus=3?&cP5!`^5Xv?H?6kB4&XS!;fj4j7=m8{N2&{syzkjEdnyPAadkjZccCywz zN(_AVP#{nxk$~Bfun@|%W^rT-7qM5bDl;?-FHk6+r(SHrQ(M6yfq{?>A@Sy1n2EpV zlCL0#Y%dFkUNv&px5%)|fhTw#y7wVNYHEx6h6btMN`-o2TEyrV1O=7OQ!~@klyMR|DKLx+@1Q@GuDHl#wpNWMWasVN(C^i?a0O1KWr)*O@jrsfVsO`6AIkx=Z zC(k5UJUIa$0pp>%@_^j#yJybCw2pVA(=2$I_^GF9Be(tz%ilb7R!i9Y~jyU z;^s=NSeQcK9}vNor5tn2&UKHuY{YPl-)&am@ni4fg_(WOb4t0!Oa|U6%59hmyr<M+8zdtm(F`Xgr?u4%<;WA`j{=bc?tOwYX-NyFS;THwP{N z6fs}^#P^Phh2Q)4OasyN^Xz&E+(kOo;}n7A@o0_C1uIb#-5-<*mSg~WTtNBvxCQ0~ ziZLFb7H`{I|FXd>P7n!$fe2Bp9ko5ANGLeI`m!dUou}9c!~O+w$?S zwYY0(6kER%$`OKNW9b}6t$h@J?)FNjAMu(;qea@`>;Z(XVfG817}>|u8JfbjzeIR1 z_HXF6?XPk5A3bQ=y!}r;Up^mg+Ws`5IQojm;Yw+m^EXXaUV9ot~Rr0nEy_Yye=k24*T@omhyHt~HfeWKPI}}DVtCp)_ZCuyTFxdK@a`UcA z>LyX^LV1w?PrzMt0gc4K=Qye8C|j}HpvoCs7|2Tq<-bRk(foy~ti;iBe|{-X|IhSy zM3FKh%d`QI2sU+>?=`>s^_cE1HUVAfn0v*-@vMs^ceXSm$Ic4v_ToU7)!=}-YtAc3 z0Sm3B9xsgKY5iylZd=R2)acE8IAG5&H*X#FO}~cc&C{@Nb37bvCqB^eil5P_=W+GzM|Z_tMs{qMOk|SUm)K1P zyS?~xn~HUgU2Ll?*EF$|^wXA16CMuCw7z;Zw9uXS78m+;^6iR7Flb0BhVAGec7LpP z$~YXV7a4rY@J7(k680O~I$P!n9~ajzjabhVnx&U!j8!;@jp-6G52?dXiegt2?Cin$ zMiSEJD2D&3FGr1|!CZ-v!ZfZDVI`hGFdRcoLLwv{wxM(P49@&4%Vse;ctfSvgu<;W zLy;V>UayJ9ol2|vRrpA@j!{4NuyTui8Lc^M?x#|X1y{MRMm?mqf6_p<64SH;%9j=Z zO6Nef!c-M!SH@1#)#0jRE_wo3VbuIggU`*bTe1r;`&!GO$zJr7*HF*%r&Qc;E^dnn z=(l3`ew1t~DM#q{bMM=4{eEt{!X1O$>`^{Db(^F?8BFVz8Ume|a3hS+6#G+kKs#^m zNWse{=Ioba7W9s(!mHA;oKp_i0qmE%sDHQSNyl+V`E|ZX$I?AMSjuCzotKn`+2KKC+E_$B&`BdDMTJOrR=*+gc7r-E-bcdgLJvwZ#7`OB#Iw#}AX6#&POr`Dcrf%2F!y&{O8Mn5Ml^ ztn|KGlRFZIS ztJMoMmvR9TQpi%u(HqRyNyD#FB3{4}me*YQolqtt?;x-&5y8M_{0Er7UXP%y<)L0) zF`D0@erGqMD>h*}@2#|iY!0>ozsF6Q>PK)Ihfd~!)Lz|F zM%*EB{)mF{5CeDOOrb88F5ZVSynnoS_h&;WLNhfgN`_9W-3}#Rq=qR0*xkB0;|djc z9r=9bJ2_JkO8E3@CGFTIqb^H1Ll)_!rVrADLX`v;W;&P4mvUM7;#_uD>ESMzKmD|y z=fw!M+Xrcqq`eY^MQGi!c9+bWQ=-{S4H&q3CPiZ+_0wbws*v}9GKq!}WrxF-qmJl) z;`gAqT-5KuaEW=0&KRgOV-gLZ6HSIOYI2x#xj*|zKMGCJ@83rIP{=8j8jAU{cahjU zU!%-MzYLlNr9zOm&pi)!5PdlD%{qA~Z$~y$r6_IGen5k(TDhM|T;$fm9K;xo6`f(q zn#T2Hd^cg`^H4Og=W!lIOZ55ZrAmb;3{KrTH$)VK)c; z8ULd&3GpmvR_$_7Z_UP7R*T(4z_w*h<4@#qWL?@PvuY%|)vsomdU^{{@8;BnBW{V(rt=^Cepm(qBE)Xbm*)?i=c5euAPPouf>HWie7ms( zd@c$&bT1x&V1c8JRrIjSd}m!Ql#FJju3BtiGb#f`VhWrL8}PhZqgV`W z>^)Q!XT^QejW73kqFzJ*P(I~vL+H-|{2~i}g3_ZhJXWJX-0`$hT0$2Nkfz$cQmRea z8ccAS_N8k|xhvrkqhz{Z#lMt<`l2hIPru2Zu#5-?>~h7=fHhB<7pRi3lZzbo=-A?= zVS97iFY2j4k;=Op0Z1_(1qvMPI^p(TMS5eoZ1q4aQkGeZAQI0lW(%&BO@ct0uF(GdZ(&$jbCWHcC9UV2tI*Djag+xAP#sm^zaA@BErF$EQ1$6NoO^f~j#L@;Q zADs^-VQZmQ+>piZ?nGwY#%sNkhj5gKfG}mK$S@$v*%J1+`8U%(f9F8gLU-;__m%z= zqvgQ@3a_60IVfohL9Tn3t=~GC@6fYIO0KAa*pj`dO)8FCk;rZ9c@&RhE-zReFay8b zi!!>+%b@0N>5J@ z?!nexFnfSBfQBFhH;g2thaNe|iRy%Y9Yzwm!y+<6au}3tW#5*1Qure6 zj3P8ywJ%Hx{8be28)7*2PKvtXEa-#&-(XK2IA<>}ugFF60g8zmK^Kqy*|#i>tWx-* zL$8Prbr6WacMzY0j-Fc97=hWf)SEUaCqC!s{$%O3aL?MhWt+2~fUu*JqCnk<#GQOFmmHj~vx{vuTRL5q;}Zf!I)2d!9B0Y_J-FQVd^ z!gqj;?Gq9}%0X&J&fZ7MI><{1+zJrTPeNXFE!Pe@S8lYd-=N^IRkC-X!#?41sl<8@$vGn-*o#9e852p0O z?UTjB!gIHEQ%tL_07CxCp`sD{4RUv?^)u^4G4HEEf{Vx71E~Oo+`-2;4X4+vd;xvu z_4d}MAPhJrC?)2$`(id;se;FDMg@vxwl<|4RdR5=2nW2e1(wIMb$1F$um81*_*87<>p|=^-@M|pB{k!;vlbInkA&!AT zrWj{PeK*>Yvr?9{N?Yya%-+asS12dY=Xo9>-N|48vB%Oj35Wovya^zz4q9HYZ$2 zPWcK6K&jW7p5RWCn0U4%Gn7`AncgGMVB{HS(ThSu2?t699Ntlj*8%-qGL7hp15Y((?m71c(djlPaSt^pm&D207h441;@l`E#8|*jxLP{~%b>e78OtM^CXg zl?5#vVo5jG$)ni}JdF@-%VguLmO)Olgi9c^`JW{)d2q&S=f*%-v}6vhGt&;vd74!z zHhL+X2)XZuTc1All3*Ir@I{@&C44Y(gZcepD<~$)3IwK7hBOW1daq2Ucak|f$dYah zjK|3_lPQ$<`&%EnYW*s_&NHw}x>~Dg{GvMeiC3%}9m>Z0iDbd*vXa@pybFawjIxcK z8r2RdslFZI4Rp;ULepIrnDw}A=RcP9r%gmb1wiBy^vC?=T!WMpB6WA4GvQyFoc|lS z%)M*N`V!GgQh%KBDI%gQ@<>8<95#NeExb*~A}hDU4Vvu@9uv8)Z$_$-ywp4zH=_5w zT0^eL4%e4jS%~3dHmRaS_{QFS&uO2UF~RD`6ji^itd~qts^@rjdF{A6mY`#Obj~`{ zA45IaIUC{9EA&=L^1jg@8EPHgMJ$6xfO3F@@gE895+ z1WFC%_)G`mB3;x_BFC2qRYHa2b|mThefB|9EI(I7<=(6qgkW2c@nlaqK?%6g?xp^LD^9=QnCe- zx{Y?0uGy>zd53e!O+fmd6js62&8uE#LLUUJof5l@SHe;Z;*ZrNc}e>F+ECc41s^qT;rp= zw9duErmmKs?igv%tKJC?(ckIE7}}}f3<=hyQP+5P`KrWRa4LDnLgk&q1-a0Bu-bOn`og<2_!0r~`3pP-D4vdF>1kq4M)?cr z*ov8U)zKcx)QZDqmMdNO+6{iCQPy;h9d$JyH@y8Js_8G z4`^WP9=zdL9 z9yoqD5_R&Y#huB(gwmB$mSI*2VTO|!OWJmE_e9F-V zGIlB?tb%)m13ZPcRla|Xo?|N6H%D^9&%opDJ5eRDL5Ed`YFXF})wwa=_@ zqHG%d6{b)~$5MeXg`|pIV}ER%g+v?ukxgwv`O3YMj&2xkYFYQHm=IEhc zQeeJ(jUNM4^{CXyAflnGlPUeKlx>MwaG4r=t2+l@bn(>?NC2kn@t88?eW@XSh)c9V zLC5u|culI(qIX#Ye5KMdh5b;A11t>g(kL*!yXLQIW`q*?h!D!6 zghAoAlvPlQE(8TsFAugCci!D*tpWh45CRBfu>(Z6!VKRgFCh7-A`Pv81pv__WCV_X zVv`tsNzc((tvPiEY8A&E;H`1mH#b=mtD9KHcxiO0%C zKy6UMwbGNqDrLmZ4oo1`WH_)420qov{)vkO5YS_Xp?pw^WX3{wMP?|h}vmo$1^b*XsXp-YnG zn3Ffp!Z@jm56vO$8X}`>WJs(N(k(q5X%nK<7L}G_DQf1rPlAc!sfDPeU_=dhIxw)p z?YL@IpYW!{d2@b?sJ8#({Lnr~EcK4|{xF;N)7ie-?*qnmAI4%1LM7HP1t_Lkq{S+P za75-P=*nv#gm$)dKHu8!LQw}j!e>-O)GRBPJGY8I1zD=r); ztum;-u&rV=MPxHp?>$DAjl9E0K#DoF}%(lW4;LR8Z)NMa4c%(KxPZhr_A2w&P zK{vJr_y#qLVP`1PVGK|t@>0-Sl$payFnF&Gv`H!yh|HHbtPHn69dO~Y$Zp~xqNUu< z72{@G7_DJuJ)r73opo^YbYD#e*qhw{!ZggwGe|Koc&Wv-GR6gI9y)0_O}#VV!KR}* z*A??8OI2^;*S@fG9qZc9^h5XarU6Ybhg-xI3_QKZaZtdMp^y=*vV)`sR5omuz#lG9 zhJU}&OB~8PSlX)h=kd`nFxXhKYj%cBow=(am+Vpq7=ud6J2*H7nJGvWI!kO9Tk!$l zq8*PW0AG;dngLxw=SnfVK!@&VGsviaHD`5#25>h=*5 zINHf;O03E(b_~Ph_&L+9viRKUZ~F7DGn3m!`ECetIWYzkdKQ|KG$i3hxf9O62(d09 zy@Jw6e*t^P_PQG+u2T6SYTRVG&y$}SIK|#&c7sSBQQ>F_bhBA}fF-z$QH1uSO)WwN zG@DNQ%K$!uH^f;@y-*;SqSq3PThjOW3oIjwEoab9vy7&Z`~TC=zdJlmmD- z-WQt<$pLya#jf`OPwISm6x{9sOGO%jdTw1R>rG%kfQgT*%n$tqIBW0Y=g=DRN)oo zBJVX7mfs8Ayo87})K8eEwuGzU5uTD+p{&}7DfgE@KDJnm05r*P`Kc?L@iyfAo-RN< zOU{Mv*xI=9t}{%ZF=C!Fv+2h64#o9pu(7~1NdjF1e;Q+VYZz^BM0#p!lsH+=kCrZ3 zj+{nk00bq4m)jfGHy&sC6z_jqvSN>`lBWGwjA;I23XH-^ zsV?jJDaV7N#7`YzJ8vJ?C7#O?CyT@>FxV@5jw+x4MloSDdj~bdocgV%X#e1rz-%d)u3x{-g8FHPvvtXe1tT)vWsw@GIFC}1 ziLv&8Eu#>2$UGlO)u-&>d58q9+N0Sdq!akf>rGRmsU1l#|OjxEkCOMWC2cVqc9 zP_r#I?yWxfm#Ps@XoAp3V20pz0vF0Px}%jV$fRR-aOyZ|?FN)rxs9W!2vZP_r?7Y! zUlw;a{`yhr#zHsU__Tq{#UwaWM!odox9r|HauHw-mD#2namwe)LCr^@ho-mBC9x-w zr~TLep(L>It{F4^gnBS6&N&}|iLsbat401&8`LX*Y+J}9X1RA?)UiK_{i-&wuY?prD}p-@O9) zQtRo-t^n43m>PK_i>UxeBNZm1Py{+8peQ9c^-%AEr!K`Az}H#5R|vYfAFo^hd8dLn zQVzN1`?I6Uq~3m+{CtZmE|jJv<1{=A=EkhgHr_1gqmZNxm)k+HvUJK7DcGSS*v*GU z_4LSuuqH3UVwP>ckQO{eGQTuCs~5##84sm|T1a`A{urRjP#PAZ4jzP1+vEc1UFc(s zXief{O&42$S7hxjqyhiaqUCWsw{7weBO8Z7oeGk?Z~)=4SW(|0Ww;-DZgJ&k%Rx>3 z29Pv!FQRkndI2zgfUI@|W*r&R>6bWi%Avpd9lN93?dPpl9U2{+l;!F=_pvM8f*;Rcn$M>P>2$jRY*BQ#$ZkkrTn@`$M%@SaHohAY>;G=CBRk2jWIp05D->abaIUaDj!%C2 zCUJ1#T&tMbp)}&pMy|@v>0#34LaP&AE*rA(_9wm7GjqrYZgumu$Q6m>NNyAV?}Q32$07V5sxL58pg$NFNoN>86RSTww4C;aP1Cb-}wfuunyqr2`?`J>H@7SLjeHt4lY^1wm zw3(=ZlkB6!eH~mWq^wFlNS610a@5D)bo{RFlh~Qsx=P5V5{4H8#%^b*-@Es~YtcV< zlSjWfM*^?a@gjR7nyDqK?cKt!yyAjtkKeX*EJer0<@*J2u;KcL}wzH#f`SE#-?sl-fTW?{#@n2FQqiSwm5uIDV<$#z_DL+x3M_rg5U0f zj(ET_uuGi;gz0t5-E%vHRUU7SiWAfHE8+Uy1X>Ml1P3A zU!X|KW6l^At`Hd|MX%S&7iSi9%GyFFX4TfsZrgo`YD@}p>$N(0>Xh})_*7_uxc~GK z9D4Ht>%Cp2O=%?*>YxvEZ1=gj5)cM+*K1)Q4c0~8ZQT9qic$tBewzO^HsXbKiZEHX zaQKj~>i;T7vX#_J@^F`Cukh(|sC4>F_0GdTSsbEG(#KWUj?*>l=3h3=)N0$-b12li zHaLHmO;i^y8pi}dn!jwGJaF4Q{*24>YoP60nTeQq^(haRZb1v93R(#yk>7QGyjy9D zsRRD&a~H=-Hs@-F*O`8X=&loT$=Fm@ryTc&Io3Y7w1&D{zg@gx!Prc z&2IuDM{{ZRO|XRR%`XB$0^NjIl6zBqe^q-Z6mW9p!6wszwU>Vn+p3N_V~vm5D$S z*grhF0Qe3@gOHetM(7c?`4fj&OrptFFQF~OB;^ihl@1KUW`Sn5frBI#X7Xk~{tC_q zB3R61(usQ;i~AJCvNBBkthU}be88oJxrG1VkS*^qxm|p(rm)q4J^0(J9eAi5&L=rJ zPjI)Xs@gtJd7++GzdAmqGPot@X3^v~nbSNElHDa_^yn`_ttUO_jKCM)7ig+l&o;b{ z{opCjb_%QL3;p2?N#3Pt+XtB=LR|G~^D>M<)h>Zn0wbYorR%xZj6tx%7#PCax%0aU zn8%@!Ov+t$fLFd}c=)>=w;lgiJI*nJA23DSpSXSH;Bi2R4#XYB0~HJ$GD%OvWrWC`TB&PsFyYSM>T53n8DK&dou*R`vmUT}Oi>!M5>0(@IAJ~+8DqGr@H6^&|5g#w zdTVjjhP(T7#z^gL7}D%^O5EEA7LGawaM@|(mGyBZvOJ=`@t*wQH>-T}b6!`cIDJUf z<{Ion7+1cIKRyFU?U7AgqsX{jhoQ6e=-|bZwYCNcqnF*(rTxS^mLIOn+1|TW(oz(Z zMS1=s*WnoIeyFv9Jl7SEw<4NV-t32TV$x#45!mrM>@eoQGBVqlbcHTlddY_^^~>Qv zkbLyg7q!BWsspFp_Ul7UHpQ9va8H@d$VE@kCjsuxvS*1}jVB+DV%tE>&j^nj0W&}% zt@EG`66XF5ceUP}!)F6@iVmc;H#?7AYL}V_)I+9WT5_v#tZMhZzhg;p^kp_z3(JNM zN)hNI{GhR9U71an3up%g%=*naj;#Ea(tS9?*o$|{&o;Z0qi=54^;!i3L9Nq|@b#+e z!Ps~7(EMfo0xA=M(jF1N5Q#~Jg^&U=scpfo_^bI^Q~9sRoC{17w_V<#!ri+x~fsi>euS`OP>e- zeHkD!)ZFD6N(j%sxRoPtIA9s1eMTdN1jH-VVOX0BSrWg-o>7+=qZNFm(9q1S1%i?UH&gxOUCY3dk|YrN2RghKLih3NNTZ zyiy1l03szGW3!+qN)7pO2-@|%QV|L*{-_QGV0FQM!YhF?uP-SyR;B6prjB~b*|f(| zY}oqmbf;di5{#pSp@S9*D#uCW>P|?CrrO{PPZ{lt4YtQmW*UZJFF!#f_)%>{bYY0n zlQHS3&WL9)=%+2fq@Z&}h@M#!NVa9`CGQO#MX;ouI>3Mj${WYYlTK10nXANSFFTjB znx~7SRgoEGLQSHH!==SPgO{?MYKfVxw2>ZJ1DgKstHcMDBG21zZ`4XXF+68edeZ|a zVwc7POr0;)o!~spH?-c+21+P@X%#+NB$UIKA}v|PKW|BfJ{hxXyv2xZI_uos;5PZj z>4I^eTRv=bq}OU@&~}?5)D8)2O{LQdiE%@;d_(g3xE|b^8iBS53gSGGtH2<6`R&ay zTbdVO9=08hT6;=()gF(&<~s*gYl#7~U9h)yt_!aOixWL(+6#9;r!h?MUPTYxq!>TV zwZt*th{p?IPare|`0B03ZQgSa-djL1NvRIMs9+ zP>xbZRZldt3^PyKMXfDX?0t{`rD2R?uECr*pw~WLH^euN+XgP4tvPjMrD6S}1g6eg zVX$1rcME)b9swG|7kx|a5G+(9`blneKp{)2IXUvmBtRRxD?Ck)R16w9kQI;-Fi;DR zNb;D1G!UV)<|&Ks-k`xyg!GO|QL7!=KKKZ8W~k#&tX_^^q;%@%l70wFMcCUxhzSIzR&&9ZA>zy*ommVj=Y|K<}tj&pwq=$;e)@KU>%RgO{tkQ0eO&5p{|sCq*YWPG6&fP@JTA9wy{ z`t(<2qk8LSsWL%o*F(c{ZM~dH9yY$%-tw3-Mn-UdXl-#hJf9@fp37~S9Qjap7Q4$G zRFYd(WP)|&=FrUBjx;fMH1b&-697Mtgwi~y5pps#4X$bKn27dqz?X5#C4k<{)9}64 zA8;O>)!jUE#$s`sTg44Yd|K(L_$^`(_D~{OxPe;TedqRZN`Nl7E9p9_d=qwx?ac+I z>5&##g6-6QO*$ybk6*CJ7$RB9IYwp;=o#9dY3bR<#OQde%Q4=vlreX`0N?;7dY`Ii z6$+iA_?Ag5Z)`Wgc6Fui=9DqVHu%DG)_42DM;+i)upO*MT!~;{v$&oMv%(ZkRd6ne zSEkgR5nMyen3?ZmwOixYn3v;%H<0r!g^{Aff_9uIt|rtZnIx2-H#X955^#(3oxCo}&HY+m4=cj& zD>20lyl<#au@-UBN$38je&1?`W3S)G8BM<&o<0LI3d~3n*CV4hH21X zCqJJ1Nw^hA{$;Fcvuq}{*S6uWTkf*Gq?cqCJ3@fj;^Q$@7nLs|Hp~Fgv_mz5po)Hp_Fm=4T)hA{ zIXl(~Mf%E4HS-yXNTm0~Y}4xX#wGs*t>g!dU}~*^wmo(~Su$)S&HU<|qnnpJn0C;- z!S!4h7kpQ_#)aDYDsE$&`fG1yXAJ3gL>2f#n;HR9JWr}r6uDA>q8ob zZaG#a)$DpASNaOr&s=t}-v84Zxo)IHtn#Z8!A9{6ecq=n3Kon#Kgyu33C^ga*n97r zH|BCJ50%^(j5Y{8U7a{pCtpL~6`5YNY-MDCgGN5Mdt%e`c}uZ%Xgw1p%||4IY~mMiiYJ7XbX z87AY%(-*rr!Ykc4MWR(o6%rp;Nj@89A1-5`8r`u~-gAg(P(}Xi1Xg3Gx8=@M`ya%~ z=>E3{&AGyV|8Fy5GAob~+eZxOjaE%@t;G^=f;w}Dzj=@%zq&&S?s6B^XV_`?TipEQ zmHb07#HW&ZapGbKJcnf|sI+`u$X>dnNnmF<${@lkpEfmwJI8SMNc=zGC9hO8dOa4E z0+=LcD7J$g>qV}q=fOLT)a@W+?{Cs-;A&7H?;ImP+wW()?d0&w88gAT=(Zl<-o)uu z>uMTkHd-*Hd-eoMc1UKkgQ*1x3z>lTM`jPB!-4$K@9&m}a&fdn!zfkO zC4;YQCGCiV>rXo$o{R%jLHh6-zy-E7=Ff5>tS+%Av6ImRmMkPrdy^JY*+ur6Ui}f&{REnIzu5gtQDzT3~~1EcTdbhwT(T zw12mZrMX#pUJqs~eFFX^OPf_5s%4deBig5R-`-jg?9QnzL&u-j5c#v=R z&yqc_C+fKN-y$&T-yo=e1H3pvI7Pk+b-(5R`O_ZJr)+8gE_st`fog3+Qs!NiJw1xd zz%JVR5vLeZy7<;I&${R2w!=g$7tns79K9tS4*W%wLq70BU`Y=q=rN7>Php?`rdoo4 z$kCQ5UI=VLpcSf_eP`KFqg|d7y+2_9iee{Ev7gIrH;B`_@c7aBi3Fs!5*&zvjfVLqCpRx&8NFN+T`E^RCy&Py4@Jv`zf^ zO8?`Bkz`tm;=OPoMc|sR^C(ZFH4|PMCl=~?u<6YnHHj9bXok@4nrXzQ%JQuRTVow- z$*GxB>Jbc_(U2yfQhxct@$cX&3boTV+pl}(lo9NeVn7^>T3da(aq-{h5cpJ>pg7$7 z_>b`il^s79!Yix411PBfj-l{hfBk^}-Dmv+$bd{FrVV}`v^oe~4pJ{r%$(icT2BN! z^0dPi5|w~?wGGr~wp=h^i%&}Wg;ng=8_zZXY$nz$>(Vd}E(^de!2Ml@*Oiolg6#Rj z74AaO5)V`2c5pFw`6IkW5UPv-*h{(T2-CnQj|EC)EAwp=ZkTi?0D5lxU>oQ@g*R^AJWYr>px8$Z zx&qZdGI-N3F*X3#IQRGO-;r%%&#M67fOuHx%wImk+S;`8{HmhGe+tR+gRMawJa9*o z_YU%<;Yt@Ovs4L z$>9Np@J_7dmz#+C1~#AyxC?RRy;{bxE368^FInZc;HsXaxgNlFcCC~`tzvuUclkNV zq(LcHgl!7JkN0$9tiX$eb4{!xMV{kPh2zkrN;5cJx|U+W;*l~ZfjanRNj=CpE91AX z6IMbNy2krTLtI&4)Kfd=5qa>?A?CKBD%>`^ ziJEz|@$w1x>3VJR=tO)c9czNspYrKO#2U6PV78HNsbM|c@BCO}Pyp#;!wbL3ybOm$ z@N@mZtwr>ftD3v{kO=SMmO>yJIeTac9zFJB6{s@r2o*N!D-C`yr0$H=j$F&?byEz> z101<_Y5iA0&miEdG9AhMV%!wmP&fFhWqf5An3WlkW65X;p5%WbgIxl(;p1>U-zaMh#D?owJ+d0qDRzbmq#-Nf+%u8jGL&L)h`BM@Zrxv1 zp|@{vU!6g!`5c^yA7Bf-A@def=jc{oaIBPkiZ4jws>gIIWrxOi^BYL-ZJ?Woz%)O1 z%!`Pzt!q3I2tJ(|B=U6EwZQ;DimnM{`~%~CIlSLWZI;>If4PvjqoGjO&yoz&dGXyr z+B|5Kb&(;uC#Tm&)@l+(xv;U<1Z0yc$DwXvB1<+^`m%k+nq?o$YySG;xx&>kZyULm zmF2*}SGpMyhTc!Y;{iV^u8?7T0=0ldv{32(OLZ23osd>&|sp;s;BZEsy6OBO< zFO&MU6yh0_+dHdMC$f~{wJ8}rgPue2tDYH&bCu{CZ;qWjB{an^cdK_e(Imrs&{J}y zCrf@#oRJGSHj=G}j%zoGtUCIV>lZ`1fH~C4Iq^BdLGasqlZ`*01csa zv>H1HMzPLbc4rUHBV$3d4s!43yCWGMR(>hx31TYC2n+^2HLw0H%Qf!(84SZ-xvsWV zzJD}|5wvdHu&YNF$3H|L!ay%4hJ zQborl33?aUs&El1hf$4NK?UY_%OYQX_b-rc>fVRSEI%R6e6EP)HE>{&fMwm{?N3Wp zPw?O(oy{_k2R^^pZ%DYv$*h<}C#sA?a}Pu|Y7g4x${gr|gT%%5WdF@h{$xsBJw!EE z#;U33j3`%JO7xO0HBfXt`}k@`qJ6-}Z_D=%5d5s-*0-K=9z#v9!wPButah!07jvS9H|2M?(0%u=wOn;o}UBt zbdy@HtyuL4LrS6d?Xe5`+?RRnKt^gvkX~N%RpdxPR9qadPCyh&@$8Srs==Pc)hBDR z#eiGcxb7Z|{7fL*GoPb}w@jR2J)j|_g6hzT{YLFxHB1e6y!ik8=mRzTcRORT7@Xni zm+y|*omm=qlkTy^YwGjf$yVFbmH7%gQyN0yRg*6mVq}2|A3hh>c$DxSE|s_`$ZxES zmpEUirm2ZG(4czeD?|a`rAY*?dbJO>0~(%ylIxYU8E07PeA8{RZP%^|c9(g=NhGu* ze)=3orGmvPl*C_);2Os;GUx7#ZM?!R?Pd|aTFn#i4|;g`C>&+6lM}|FE*FVf8_3;* z0>adL6nXMM(FHiM&>}CPvUf2Hgww2pybb}vX^N3~F&Xw2>4vCK&8sGNTo+gGRPD<* z%p_H{Q?u@vi!Q+q3zf{eAH3U{}f zb|sY5k&y%Vqxmcdw0zEH0dTCH`uYsTPo-U6&((b3hG^eA9w15ORAGtlU-BVDZC1YZ zjNKo2Z7xSkWEq}~hGi)3d_)dtstCh~6rUyXo`SK2oKFP>+x|yz^4wP-mXkUthqNsl zUpGMBQ=@JJj$CVqCe1!f>YhgEL8{OvzYGom|Akh97IU>sXO?UJF(K>v<#r)V-4B=) zVxH$@*nd6t2^kT9Kh}i51vRnlL|QlBEy2_PT-`a;nnS#x=P12DZ7e!(8;XcdQB07$ zgWd>a>{9ZojFnNS-zZzl;9o;?ef$CVg}nW05jlH1hzb=q)y>(_MW2nPC%t-D!w%5{iu^_Cm=}ej?6YKR9(~ zvZLfrf+xq9Hww9vmgx@Yq_LjRTL*?BF+**BU~->D^0P<~3J}MakXh!ZPa)=ypvJt3 zfE(Ho8#EFeubbm+lz^AL4?r#Om7l7_u`mroNL2`t3SlC!?&r%jz#t{)gYfWngl`Yu zEzl0WX8+HZ{0f)`8i+EA;5gwnXS)|>khR^5E^)^iO2UL#avM#b=kbP4LfZNsFLcsx=tqku29xyUzKZuC1yR(ZVBoPUTI|xbO zzyoXpACQLk0BBH`ko*AY%xd@5rRPC($ejRChp^1vtNv9;q1b8%){-^UVJE@3j!wZq z$v6X|sANMC<(_y36de8hp3lAvv6#4Bqc(xAgwXt>p;IPu6~W*N!AUXgDBrwk%NmNG zyVm0jIEQIu(!y+K{MTuiIw28kxS*zg!K!x)x$OZ7gUkl2C0=rV3|DD%6DsYrh>_|c zrzu#X-8{aOm* z%A~t1UqrKIVKybJ8NPYZ1u*x-!`~G8#X^kPKtL0{;CJMb$0Kcmcil>??a#<)v=;;+Yr~PO)nVG`cXWl9-I4 z@rQc7qoOff-CqF-NVJ52vm3X9pPNS#<7E4H$($MKyD)L9Z6ML-*y~;db-U|&&l9#py9`TnPA*iK;yK?X#r{V7_AkrqgDL3cAEW>)( zPzV-Rh9h${K`;weZO6g0jI!Sp!$)^^wp=Bw%u-^giB>4o;Z4;W*YwfO75ax}l(n^^ z>A2*_9^5T`ItH!`4evxwU{;Oig0I+i6CR3V;bV%d<8$EK)CzC)TR1@nIm`YMZk}Lm zWHFw}jla%jhW$Mr7p_OWvqd4rHqJwwM$(di&}v}ARx>X(uo!tM2Znm&>T+^77T_GdCF}h)4z6?P)mOy+P6N$0;@v=Hz9P8^7(j<>a!7cvw*b1@ zxh?t2y}hU#5zSapt3w)UO2Qm#c^#6UdLQ9CCEvEOiwbZo=2lL2;UrqFOVj-qf7ij$JvQO_KZ)p zV-FSTavT1X%pqhpd$%U>3JZ7A1reVH!sSvi2(IM0sS=BC)peDyD1bP$!L3O%kffIC zSZ(zBC7I^-uye|7wv8W9soH{>S%~-zSalM!Xt~*!sVXHEgjbk|7j@Y|QB{ZIXfVL6 z?{T{efRu{jvgY}!_AlV*Wet@pfm=_GOO@DC!B4F50pEN=;;;{0JouU15US$+{rKN* zxCq5c=J!7JC>@=N7&vlwiw(P!k^05mh5_fnw&;T#meHzVCxomC+)grdT4y{R-#xzI zr2s8%IP2F$4k4#@`k=r;>KvJQW-&k?f&sN;2jwAP-bv^eV}Hp552A;XP>o~~vBiHP zXdQQ4>%jE}`!Mf?8NjOUKY;iq`Q1k1jO}QNGz56=UGApNJSE(bhU3#UT(K`6U2w#q z3%XrsBqLvl3gNkpN2Jsa98Vi?fhB4CA#u%@!1_s+LlEy}D@Sii2?k4ny9$ZOLn-=1QF}c^^4azf=mu6bH%PjQ{ipWX*IZFXCUTBkOevQlsuw#!7k4j zWw;}3Ty+cf|8#b{q{>2HucQ=5<>>0a45#hyOnrroXxMN9{FEt1y)Q8lepm@-`Ws&N zQoB3zTIN-=Jt7%i=#3Q1dVb0N>)nc4fF;&G&oZVv|F-tim~d|yI-R1FDz>h#CEoHf zJemPFNp=10q6;lK2D)$|fnfA!cqoU$5T7b6b|*&}_61;;ro!V!-_=`LrF5GL8FrFLmDK6m#1zh8KXq@M-~V zcm&@}FF`EVJmZuhA2dR-73B9<82r;05}ZA&J~}!&dAH-%!lYWCk!5?RQN6&e<(dIDjNNMI=g&6S+hDcjWpYKcXj)J7MMgWkIdUb;MroMZ2hDex}p`u)=HK z+Y3<8KI~>+gF`H-10vtt3fq)el4DMD5gfnRyk|phQxF)AK`uY&Sc5&Lq~LKMx9^0UgiT&KS^C?jlEvL7{#O@L`zVe>pA%5gWEJJC(2# zLF^+dx7MF>CrjB&*MMntvuSrrfk_zqB`3-tz6kNUE0X!ja1IcOPG4%j6X`QD@lD%JE7oiieCgYiH zK){irf43S?yev+!s&G_CqBq+XSAz7;wcFTL7Dl-T>%v*jYar27FHXbq}JUe-;a zzl34KzYqEM(S;fq8YY4xhxmX+=AdR#G~DPjjfiuTaWA6V3Nsx5mWey+0>>nB5eZS~ z)&Y8YCt1=~Ha7+^nHr)~U3>$^)er}F#ffS*bI~VBp7P(>oa=(yu*FI4_U{G(X<`E^ zA*r$ro9*p5E1SlQ7~c4PA$sN;D6{dCYGhL}V*&)q+3Y~)-cK%eU; z-i7P&a^cPd+goV>{6yY0XMZ9zHpaT7CY%J59&^eG_Qs?G$112H_8|JhSkW=}T^zAZ-ZTL%~(XQ7< zcK9R63B|%C0Ynv`4;|z~c8pIfRb>PS%w5>gJQMENnlpe#fCI8WzBT8qGc9Xwxx+g= zoHP=*jU*07eT&P_|NX}rGO}MHAOFyQ|F40($F;TADbhRA388la1T27n^j<^nMWjhdcoh)o z5K8Ds?>(U;1n$B2_uZNAzdPT|y_XrsV+`x;v-jF-t-YS-Ibj-V3Y6pw{ekVCEH;N*er11T-~L-+H&a$A4h^lhH*!oAFRd`F8{KF%tgG|n z2{$s%eoX$f_;#u}t>U9kTdtcIC;n}_zrTMff3k_&x;STTZJzr+XVQN*d+HB1GkSWL zoD3KO@I!s$$j;&Jf7g%vul~J|(SCb+{qI#!G3)>OY=m0+%HPi(+1~39KRc36aN3*?Wf89W5gmB8 z2>esc(@E6X(Y7avcYfe1QA9k-_i!Z@vwYA4a^96&7la?gBU0RtmXpouk8?==h0jle zo3D^~c)XX9vFS@=udy9S+C>r64h|0sa&u*AXlU4YcvPswmZ(pMqTy_9p?3f)H<~`( z0iS8;mg}=VQHV;QRTIrY-YGH~j?u^rIGR8=IL{qPXQ;8?zuj$ien5Y?Yj%OhYzK&D z{;GoGcv2<2E2sT-kq5sRoj=d0sgeX$MyiXE1o;!T8{8JcIJ{s)TWLXOf z3s%QFGvDln9{Zl{cP=Mrsl_5L&Q>*bbUF;Kr9EP2mnWrUU_-)irQUN2ECFoMk_Vqp z!;cE8KF$^w+oLdMfis_qwTjdduThCUBCk@zcnrS0+4WX|iM=NoByurxBd9W}o0DX1 zMf!A!_H-E(2)W9R)Ie>Nmc5}a7**4iPdIlw`*D-yxBGyUEz17+vRCsIVemcGE?Na7 zB$8c*$F!bXqf9-9iV%zk-VY<7TUvd6H}GU=-e`NU0p7e zDiIhy7{@L6kSg>Gqe%aBB?@ofc)F54we53-gemlBzNf!GX=FrOtK;KJ>I>^|Hcrl- zG$H6xx-%;F;~nV~ty|eWkNvL(Ic?>HGRMWm(d_$39t;GY3oHy~r(u(qIJ10YWpgx; z1h1`eR&^;{g8$Kk?R*Z;q=bB6#gx>)eW(OqbcVe;Er5?8^!15J{~T!A1QuY7}^6V%H$AES552LJ?<&1LfO{?Q*Y13 z$Cq?+;-ke{7y!dsY_=TsM|`i$x<+|e`_JxJg;5{>(ay|NdETnr1=G5(KWt{&%iTpV5$%qu#J)x zq2XgKl>q#D(fsy?``TP<>$;Fv2c2HZ@n@qEHrhl?LgKG*M(PNhrI%-a?3<9e|@mr zJ&@@$F)^`k?yG8trX!Yvhd%oq^y!EK#a%L$nT<^80Q?BP5z@D++IL)xDnj_KJgA9` zWE4q@3G7Ybck2_vdH|GcMT-KH)#gIuSc7$BFR&cDmIN7!!U$E(G4 zGW(T}5%Gs2=0C4<@$x2K5O)Jt+)IS2>N;TR8w2Apta80#Xwy(U^H`~AfEk7;If^+1 zCSOQL8J}9dY6RYeAJrg~930Ahr%QFpdh4;P=9o&8l^Sg@6f3}wwyj5#TT}>+9i9MN z@E_?bYiJaf}pec;0Uq$0BtufFd9%GC|9(42A=)cTw z-Piz~ieqI!-Q{M#dU|?PpXbV5z1WWq6ofsSj8_Jc+~YI8Z(2zI0pD{$Z{~0A1jNJ2 z2{rc+a{E2k z18>tEo=<~^1urv9KRZpX1joULgaTg17s9eX~G8M8Qg zoM!s(rs_2slS0+R+ROJL5J#eK z9)gwL)W`hf;rgQBzoQzOW>Cjj$KV&9;CR93XS;zHjHZQ%I($tbI1pcx+m`FutbCjU zE+dqd4n0zhRzif5a;p~n$VYi=%T0~_(QV_T9Ni32Z|cn*Flx{{Y~`H`yg;7b9zN9a zCh+=JY@!F%=McIsqZ%^#h)}$5NSVtia1Q7fKRDz>&dW6ZCo6#r8L8T2BH# zHD{o8W!2Cmlo?h`hA4L@BQepvMKZ{X#Elu{y!=R-I<+-XW7LvaVbl;p1?-QSOj>nG zek_ooLU)b6yO^(iUyKqsj${E#*E&ws8*bu>=Y#7-2&WzJTJ}d-z;B#>uO6lnbgN96 z#4pYc+or~*^vnWuoQV{mmceQ7jgq1eAn(L$7#O5BR@K%DVke;p;Yyzk6Vlq&HWYr^W0tlZ1!S6x<}^1qH(8Ns7rC{?XfPGs-MgQXH&JE*xY5D( zFxtK*@3{bPByj^?ekcg!jzI(4OgcOeZrhHlj2im=M-PGcyqeY-d7u9=_GB?S)N5z@ z0et#sdrA(}vM0NC86_*WFL%4h=Gtb?fcoyhz<|gx9UWcpIS@*Nk1x7;sy?M{=0!`B zS5>Y478hAwUe2*a1dKf_!Lz22VIIbjGnnyx{aH9+dk+;65%ENNCDk^IKRWff zxok0zyhgNvsMTn&+q78;-Q#bVc8l=sy+LoR0XA5Qx|@8<=$YtZwg{&4(@{i86ZWuOydTJ;VrK#s*!?DCQ`NFM{DAiG1V{-bKUO^_ zAw{X3)4;%URt7N>;#okHe(nDy%Ww10EHKNy>0}|I4H1m@JUv*(!8sW56Oagu;XsYF z*KCXLyk$*4r0+NlzOz=n5g1=iTpO4k%#rIO-jP0ew-$7b>iH`CZxOh4liBA{OC$(& zlKbPZm{7~y;I%zT%5sw=lj*WL(ZW;I;3%B)DK-k5w(F;U(rXKWuG^Dxk9Ek;L@*+K z?6#8KkzZ^0+@6@+M*;c5<`hWYEc+I!yawOc1bz12(VE)Xjc5-Ssf$dVx3QcLE_q_F zuB2E-@oz$chGU?WjlU#UDw}u6g+fD=bgAEpSQYzL=hHXp>gy(xLh$#cIQz($DyZe1 z@w=t2D~`enCQfw+Q4RWag) zh5YTeS0i!EqlCx7w;8T(LUW>h7b8VBZro+SZv-&N3MGh78a$G3U1#rYVQ|b3sMbwAM5-C>e!Qa>Q2=f$)#fH6b7&@04KS01UH~_^TCQ zjCOmj$;NIXJw&sq-j=I` z#zPQ^M;4hpOsHD$y2c}@T@e+sOvP``t}1oqc4N)Mz_Wdu`>|BSnvm_$d}ODGT{e{x zdRFS5Nhd6_c2&bRdzWc@xDa6wagW!2NO*GN@b!RozNtRGCIG0+<u#*hMTK2g;w8)aJY zN23r$Ib>|@`zFtRTy8Bp_GeShyB=|ou~R4R&6HYjK83Pav}EXrHR z7%gos^pS&@F*3jtFlTqcCN%)-#rxyxhL6*PHKTt)rQl~L98v=zrd4UgeC(ZTky18h zh%g4}bwY=D5y>DOP`}BD=+sOqfjk%}bQp5`!g(Wg3PxJgG1Wggp~PQDGlOP@(2y6Z zloD9bwrThf zBg))m=vN>$>`xWYL&jXXyOfy%JSS*_7DL%GQw9s62bh>LvGU{hx*CFB=1hIvoQ`ql zMPOoAhEajeZHDjq=HV#a$-9P(Oe#hzME|h= zUWK5=pF4L!$AK(D8Qc&_ylsHs%U$sM}hmPc)?H= zsDxpC4jV50hq9>LAP!q~qQwsg!it z3vP5wGccbL=+%5WyPbi5?~xpdz%D(upmob=RFDOJVjfZd_7K!LRqqJha}^4e9x?93 zds_zZF)#?fJ*=AUd!UAiqYwecPCsnOl>0J4NK%QgBngy)^PPq-->O6@Tqsx3hi(9; zZ4s?73}u$!G&(1Ow_vrGygS#oKdlGGvgRHk*gl9JC$u-kI5-4U+zo$arXbZI7jiom zh~MM4b4rXHt1UaJAnM|`wLxF&G&?pDZE!*2o8>iWLU+qJknb>iIV;bb(=Md9YlnY= zZ9UglLywTBi!2v*A#(O>`R3)MS}^{AHcAmeJgkh6g}IvB4N40$&MG!G4vW8VT=Jl)Ju(E`7vfh1O7#V+}B~+k+6N4O!!7 ztKOID%9JR!CFchlvRTz7?%$7B zaqP3H_Uua+0i7kgL4RkWS;b4MU;m+W)RVhgHt-9m#;pT~3R}dNes7dnNr_nV4pXpf zE|iqmA3b{@1@ma{T$49~hFGt4xcg<)1XR!7G=$^@m@$+}Lbd`daG70QT@aUmvIcDv zU6;~Pwb-;wOhD#TcwJSY_JTgruY6F+4-8?+9Q$@+?82e0chGzc9sMTmG3Xx9l}*%4O^`NiJ- zOG3M~wu+=PuFoI(F5hOjS))>x#-Jr&Tq?FyX=BEo`A)V>rS;yw|9uRkTiaoOYbmTs48$V z_PQ_je6oC$8-^&I(rY)=lS@?m@qrl=uP#0DXJ4OwQGCm`KSL~%nSeSMH^ZR#_R7t< zh1$rG|Dq`*p|@sGrPB7y@uuI6=>MHmDB`2EVfNp93E?fXFXLKu2pk&hY>FYaUJzOh z2&678mVUDBn@hEfy(5W1$9%^v1cE5dC1R}dK+X&EZl2^csw_kkIAiO zwHi8WnMke~ke<38!=Pz*xVM5HxW|+44;({&MiPuBd3wp)u_+7`Uc9=4`BFt5Cw6_- z$~=@pEtmoSveafcOUXuMU6rRo-m2O_jx;8OBLe6(1_2G%CVu3a|DX3adqL;oqe!ai zA%i+$hjD877b*obIR%qio?Kvgj`=;xidypuQwI~bF7~>@`Y{b9M!U@$nYxN5e%p0* zW24v(YM$|t=6nOFCjev83oQx48^GJZ1zFb=QyPt--$+|^$ z&d;Q(V5o}Y5}`UIRa*^1JM^pmu`$#$ROohjg??2|NHYF`wUE!)gbrGx;TZk9xbLss46zL#Mi^{^b!!ZD=2pcY*6i3isEQ}(fj2$xsS@R6RTv``7}Sd1 z+gX-B*v76J$UR~Drq{60O`cai9~6t1s_THx4C$|`T^Nn)3&2R$w(LZyNM@$VI5Qp% zNE6CaCsaeZ*UTbuh4kbM9(H@0?xfEti#>ck$rA?c!1lv2*4)le*lUJJhqwAWc|refF3X6jDMN$JJ!zP|PXxh@~8YrH00 zuACHt9}|29inHlWF?SN;dE)W;lRRS-)N(2fyPzF?+R#d@X#9-cQw`l(!;1?R*o^)L z>PIu^%#>4eUj{|R;Lsy=MC+^v0(K^zp@cBA6qwnLa8lr*z%Cfb-Jwjy;>PT+Ql6L3 z3+Vo?ZnYbJC&hux9wB+<47*a&nMa>IS*tHs6H@pcb67babi|Eb`2!n1&dibsxY*dt zz8LGyQrz5-|8Cj>y#qq7H#Ip+al+nLByxJs`r4*T+ftedosI6P2U6iaOyeievs${A zYiU?w4r_(IYTkYm_7u7Xxe<#$9M(9ox{+%bP$05NtN=UfQfJRWgZt0zH_8!LCeMsR z@#_S|xm6fnMd=I2H&Wg^)1*A(*cN-2!qp=n4)G(svEw)al{uB6^A^a4`^a%V+|+2- zm6FH93@=tes4xBSc<4AHBt#cnl_bnirF7w!J>S*I5;*;5wHA$$4IMLRvlr4YohmAE z8oygIr)AVK#uS+)v1ts{@~@X^N&Yn+*>qt?>W@&+Fo_rDgqp6|)qS3=YF&a_x&?e0 zt)0x33&cuS^bgHz!K$n1W%16LG)B9_dynGIiG=hBxCv(CX2E=ayTbp3^Fm*?%Rq+HtvF#tE%*Z3zfgDrgjbrhxaxtPeL*CR_coxur z`rSKOFbAy*HT`Tqm^(@fyVB4)<1wsyFruZN8li^F#$eu-Sz$c~DR!E6o14yorbrq& z=k|@f0r|O5L)RShY*bd{5cSJ8Ff>WRM2|-Ri_F_?8`I5@&z(;@njQM1AV-Dt84E$f zpmyU${miyHE_H=NKKbu*S8h8sAwq2a9g&uVsdI|@uQg%}9y1bBqe(NX z)#d1j6W^kYqE~@~eXMPk?=NjT;nyF9nZ`;Hp7`0Wo*scJxtW}_A$$vjoU*m{s)lXJ z@Bn0{L088RXzxu6J%oONR~i~l@szLlX_U>^9u)HnwG}A-h=ZRSu(rY-i;qp9W}8v3 zc+5SY=Au^1XQ3p6Iuo+nLblIINMr=;ga(1$jKxni%7LaQOfZNJ8>HhElpvMkH?*hx z(YT_trc~TWC6sfs-s5+Azf5T1Fty%AcAnhh<6{k5lJU9XON4HX4X8ygf_W5fWeq+w zG_Vzl$CTF9=f02ErP%PR5t94R%qXP?>&H$*5}%QHc>cxhGK2cR+6Z04%$Lh(tv^@G zy!|p%!5$$EEgY&JY;ZOk)>0(|Lv-lUUJoQ@)m(OxZnIwpAf=E+0N-Ou5MIC(9!ry#JG7Yv@m7HBri!pchOAu8eqpN@(mUOU%TDyQdPZ0NPd^?+Ji zkaup798p|ihCx)ywo}8uFyaC!!t9ukq01JYAIm*)vdlFgXzL32WWLF^8Q!nYt&w}- zQSMu7c$=h&mLcleUySjQ{o4O;K;_>7{2$?-@uBkNd^=Dzkyx<&!6W1bx>Gsy*&wJ#wTFY8?&|LP(8K%!eRV* zBTz!H14Wn8=IY7{&^l{*tdjIB7LC?aQddt_is$G8x};ou$vhjKcm6)w;Hc+hcTq83bdMI*N2OGfHgU8JO?1X7g*hcr&?ms_1E?=TP0ANXL zGZT10q`6Ic+;jNX9?4p_xb<@U+-@=e6=_a8HB18_D!SR*xyJY!8)X6(1r#e)LynRF zv{g8{o(8RqU5t|8YdLFN&58%MhKe*{OCVL;(|!a&@zK#%q;nM0(W}{7%d%u{1gK#>~ALM)+K=t2g60?=Omg#*ZNVXCFW zF0~3G;^-@Sv6!*`{b6uaD8hi`&*43ipeV&D7SHs(5&+=9i=M* zG}(V@EA(YaHIEH8UxL`iC)-d))dD)*8#ivC|Ecx9H8ufkfmxqBS4j{JBqSbevEe~Y z4ksh`_!^gJ8i9FS0zmglrlw}T z)H=UijE#=}<=`U!*WfDiwL;V*bwq@8>2!tx%x-C?c{fSV)VD)h210vSUjD2RXcjMJ zde8FD#~;D%c`5x24U@)_=)Z|)XheV93j=IL|8KT*&5EX{jUNcwX;cu(P1VON83bJZ z$ehmX!u6a_0X%}w)zvjFHg?FS^Y-6~A7t|Ep4b7P4+x46=(Ya0R(*+?nU1m*ZB!Cp zxLN;xEokSybR?66E*g!t+L>;&@yW2>9IH6!pf^jIcZX@gTj!q5HM-j(U!x{(w-hcc zSoi`QgWkPbfqqd-uoUBeHY&@ssG8jyjon6d^tyoa2k0^~Uv>kZVg7IdG=@<} zrAhNr2%}TX+q~DQq>J|)`Og1*ywm;Nb@5G%4uGed1rqDlA9w<}Uj#DF{6Eg~?j)b% zP0AynJD&VNz~(mq?s9uIn}pn9;iETpd5M(Ph|Mo5>iPW76RU}D)|%SdRxruP2LiAA z#W$Y~Q(O{kfS(FmiuGFM&*95G$>~*j3eip&fpSnase`y5OU;by{}u>6y0iX=ZL;?8 z|3wCh%=PN(>J0k7qniw>;T68>@!C2OZqQhuq0Hk?v+CLP8Kp$C=^EZ=Lz~>go}*EW zyz|fHw}aH8_sC|H3qX&m0_)ypT?iVX%*-DBV7L-LV-tVvo90q3*T?1Zuxss$Znc}$ zf0;Iebkx#0Q~DX1AQ8zrnK37xD4$l+w{w+K)=uiZhU|Ate2c%ZWN^%kCi5IDO%qm9 z0*_TA5^vnesvq!V&S-qY40CThJ#JK>N@z6;&>xAWWm0)c9rMn&F}!Hw>oe5;{k z&1$DQZHL~Z(h5e^J*y#-?it%4pPRSu?PiUiro-|ojMO=-E^9vg⩔&eZnjCzgabW7NOmheEtV>J%AN9E_ z8ODI2Y{p0avdO#q`EuK7jFJW(NJfO|Q`j%e|_?aPc=P4WMr|V#N*a%Z#_1gNtT(%NF z`k$FZIrM=9q>3~bX5tc4AKkPm=yvXZ_=G=egJnp^h+=vFST9Zbjc+jBf~S~O@4vu- z^m~pQ`V*?I-ml-xrbn;LDpkc|!%gjEiUU8LG_Jj%>ka~wT=g-xu`e>{co)jm7*t(en)$`*|1k3(BW z6s)RO#*hDFIkiB2nT9=NKB=#vJ#?Gv_oj;`9GRs}_J7mA2vk?J>Y6bzcWOE-;-nOr zANHGbh&7WwPt?XA>pJV4e&qO!p7Jb;N-*kwK<~?a>jfL?+ zmDxk{sA_L}&$hJ%H^lV$&jx}&>Q28gGaU61#_{_J<{`(xoJVbjuTNl&gWt=>>64M4 zHkoo;;NU|Wl^ucTdf&af_iiii2wXfTTrSoiPUG|wA9OiMRv@8*_xcA`gT^`yDuxl^ z$WBWsHP>-Ro8~ZnzOL@i$vMdQ_RY$yxbr)!Oz%+VtBXRKhHsf*>l!Uuch>2tT-3zA zSDiU~d0Jy45LNL{UfYaJ4M0MV;?0P5+TS(TQ`N`P0*{p=V}Te^EV|{zRYm?A1NBN< z-gIYV&OK=#h>l@J()P8+FG{&}$sy7M2Z*eg+pKTG-4%>McgeeY%*yWs2I9!t^37lw zr^g*yH+u*X4a)L5|K6q>VGS}22#(5gSk~+!?&k4s?2bIkiJ6GzskkY(2RvjDA3y>$ z(S-z8MK)l(64e=AWcn@1_(FDI2Gs=`YE6qzs;3+Z$v3iJmbjh2HF#m|05Ztbx^KGL zjB8%%1uInE9?H^)9myyFHNF=0`1fCJTFH`;lMQli9esw=jP)kny?lFJ6$nQ)L?P@; zq)Oy>C%9`t3HICBd0@n2>3+#*-r!H_Oy!LyN4DqxAj6Ab61UTclr4+qX)%{42$NfF zJA>98z9x<>$of9}-PW^r0-v_AZTNI^FQ+0C;oWD64fmXqBACyNrS)6tx~8}t-zjEO zCDzz|r-S&;a2HhGy`Sspp)0Z71ptQUUcD!C@R>^@WYAjf0hvh>sW`*;+Kxd9rpF={ zEUIpF;Oeop*5J|*m~_RAE}I-o zM-LoOW1EtNep6QcdLBZ?tfad4sSGjOvaK)X^Lutxr$!-}O5s(fMx*t|yYQoz&0EcT zH3o5#%WV5trbn4Sjsn5Y-``@4`;a(rzRNSL z9pJM2ii_{CE9p$r;5#hTmk%-Lr>u>*mgWRxnA|ylRFM<2m35e9WqMF^?+*Pmas3(B zsTWGyaq97pZe`bY&d=V1&y^(o!`q|5(=8wgLmxVu27pQN)*>V-p;l{vR=suY+@V1* z1@dN$s2;{s2mcL}X+b+-fa^}mYmqi6op|gg{6LR+gfv`iK}eXp#DI*;tYmsh&lSZhK1e=$v*i^1$zQr;Jb_o<%>Qvg4=V9WgVduP(}04! z{oD7Sadl?i+m}`_{s{+P7H%HKmpP(8O;m*mRwA+s8 zsl9bp`MB}ZW@YZaFV2(WMrGxdqVSZGaLr+=b=#N zzCP-m z+&{<0)3BBFtve{6<9mU(eR)Y1dV(;>pYRN?DVs>Q4ZGcR5!Yd+gpTbL_GPMYnZ!r? zwKqVEu;`xF>$`CC;-nrcPnI!YHO@h%qtbxrN&&4(eYE<8$jrl@Nn41nXYBKA+`oh}! zD!4*$N^v(Uivw6^Vji@DITjAm`yX05c{1_8kgJz=hsP&@eP?1Lcbanoo))$7B{K=M zPY+h>lpFCfEsLhnO4IcdHT)aJ;$YokxDT8v(`)!dSTj(82_#r^8CAdfuw1b4MoGjxk{PjM zYi6PFMZhe;cgmg@WY%Cv4h}Hu##G+D*zvCx%P1u0a-3|Wk@yD7Y(mE2XWXi`d`=-; zM(3HIKD-QL@(i*v#cH{7C}b6&X$}Z|w?B1ItSYY*fRpo;I+axXIM?0hPVw%Vjh=a; zG;zJYidp`-VyKqntfYfP6;;~CPjXRlUnr{Xrq`Ue-_mKEvg%Y(S2|5&>9t(^#q><7 zzgadzsZMTB1`@UfJJ#VckTmnZaaxGyb(+2oJd}kiN5KfpVR=mT+hXEHisOd#;;*P= z=2f$ytyO?89u)GAbWRT=SX7mnFfo4+5!mmnOHxoXAO+i=w+YCWC>c-T&D<9Sj#^3z zOmpQAh~zeXcX$8H$HB)sXrA&2y&PHb3j_r?wa8h7MpA*jrdpX3(9ZOV)9*u-r;D!@ z*mrt$owgF%6SLl4jAN=|dGDOReMlA-=ikeCuVI>Y* z0}?WiknVI`wnp!Y1lqe?{OBe>JnP0hOP&R{7MNxi{m{<-UVI)-<@fyqkH55VMKZb| zf*o=|7ANXjdbgkO>L80)G(O`rar%pbMg;%J-NBkCIVI$ffun%9_5nYz_-n@+1Znl=@wJ`+)>bjZ^c)w*}t8F8a}tWB$M?ROA$VU!RlTEzGmHeyz%G5EVo$@ z&I*+dsNFj>DUgLXs`2RE)})HSRw$zCvR#rE1sr64)_x=?0rh-$q&g@;NbDcJ zq>VvyC&T?$d!KeV?%q-y9V5=^J&P;lW$fD@f2dj}Iik_QOv_WrteRe;%9BYh?IULq z5}AY&nSD_CT3LMI{)7v`Gw%3|_QhVmLhm>9@?6>{(f^FkgQBKNp7G}%guGI+T-Gnh>aiDPvoExNYy8=M6>=zH6l zi4CgwS(hRR+*EJkTSr_#TLCT!Iv($NY*{ye8&gFG;;$`igNyNEOyWvo#3SyB^Ie7f z&R{*IZvNq3x6Eai#hF%q%0+;(iI>ERVMTWj_Fj1J!fotwrISbE`vrSy#rqndp=9}z zNJ20RBXDY(@EC9|_>6e)T&O!}2 zFVQ!>vmObwPCgw7NaF=+-;@U{�RFutw;Wg~>%O2D$B^D7DZ~h`fpd^#OrR|Lxe) z$|zpnb^+xVGg|%#or=>`6R#P2E=pNNLzVta-W~j+tz|kDS<1pgLnZob|0a{u&wF!6 z74z1KM#3p1pzYoWHfW54bEd(UOhD$B?}_q*Sb@O$%vAeseF>W} z*=CW#u>da4G3g6&2lY0NfBOxlSPnnWFO@ZJTs>5U^3P_`96Ss=Izw z@u`p;H?G<%^tu*o#IIbSM%@2fQnJ&86>4R`e|GwD$+QVIyoK(=@%JN}>P9J=XQ23R zRjbMqX!(Uh!sa$eqt=Lg*59-{+5gFpIPt^`VWW!9%|a$6t_9j=#lGd)4TI}E6cimg ztD^PNc-zCeV{B_!{#YPt-lT)`v%B3Av$H3rT0zu#AyS}Im##FxfmIz>owz&8+b`&S z;yZ4+z($?^=)K`ob;J|i;oEOVwr_@$v+HXnN&s78hNi zu)8M)*&vW*#-BHsu5b1R9$q1_Gc>bmMxJ82fSRFR&`#V=!?4}#6%pPlnm$Nc`Qn9x}39s`G(+Z*;p%|o$gBd z3-%n-YaJ7|*}h+NH}6XN7hON7SL$8TY99ruI54nHIA|X2r!N@QJZmwj>3gRrYf)9# zE7@AQv8uOB@oD$)w9Ie8mr7ig8-;&$Fc+Y@Fo68_gW^Euk+yR)<$kCGj(KXZ+MqKh z@X=S(g@eHqGeg_4ixYHijxlQ zZH^=KeNnhULK2DoN!frr&HE%irb9aTG9fWh$-=_IkA?K>9KRGKO0sl`#!|40%7-MkBfLFBi*J!7CM$pSX&9%CgNjHE4A3c5ZOp3G zpS+^|1(6>{^&@@DJ9*wuXTXkc)H{d$6aY5T8VVaNMMAPg`38S`joP+t##`q5giqhO z17%pMPdOR9+oqK_5$w;n&#zOKtlY5xDr*4a-)XIDNUt&tk5AK#*U53;3oyS*sSurI zlWP0MbFSb(%z1RubUChyJw{KW#pS4vMqvP@DZML4c6Y1X`}Sm>65+vi1gXrdT-3d} zQuYO-)}rM2fPujJj#fxTZQ}UiK*D#eKnLz@Wz%y#A3IIIVN88tI0zi4 zA@6&FtDe|iNOj3S!BoX{FGp-tR1LH-lom&OMl*oUBcb`+e)1Ka34N7BaiBQN_Pj*Y zMi!W!>vN0Pcz<3j7Hfx^)tYH8jJC%ACKMF z!@$SfhdveW!c$?T2?KB=FEFgghe~o<8`l(DOP2YF1ca66MP$gA+hxx}|;kdM9n7)$gwU%Npmi?A$JJ6tlOu80b;`z_94O*7_7Eg*CLYe4fVdpmAXX zoIh4i3nJ7dppN58!b=TLGe!My$@x4^apCfZ_QC4iqs}q;fPj#Tu;y8E21h;Mvxx{3 zXgjvxP^Y!sE!0UCL;HoVW`}7u+GU*xm*2zuYaZv($E$g;a*=QG@w#hvKj7s z{*#6C@!?V{g0#~KsMGRKvM-gs|Cw|lS)OZA3rF|~F2Iz)%{tSLOwx_WIP9TOfyYW< z0d{+}&lM6_dLqCl^dnEc?N@@?Mb~wY#JRrY?p^v6%xG2yM^^03)I)>AGY+%BqJ);y z@`Qm*Yv!VtmS-KU31{n=+Vy?F6+LY0H55t;c0T|Bm=h|B8M)i)q!6D9YbySYeZFxk zKtf!+pT3FU_gur2V-xNkyq-R6T1!8Wee;|*Dn)?!2vYC$+{pki(cU~PVq~YYOy~XSw^7_NV9Q=I7wW>h9zZ4 zJNQgMMxrWZ$dclVn=wNMNn8R*0EYQSv%#TahH2=N1u;O|-khN(b zLIm;2hN1zT$?yJ53DqaAPy?GPl;--Ka8XHgp59!5QzuJtrRc%;hcprvTt+Wk;et>;iWNg@a5br)k40Ls=jj3NXhZ&)6rcQk=xCn zYGz~d{bGpmblIm_SS?d|^#QRkB0BD(v;9gXy zb?280<#}6{TBrM2eKt0A!z&BA(VP`N=s#gUya2N@7+FC7o0;8IQe3QfsoVr~2R5ml zi~l$qf6zYtK$D!nx8GI&bh}wRC>$rMdgm!+_zMt9H?An-S@UWOr~Dx}Uc*{GzQOj; zhuwAIZVjqvH)zjod%s;n0 zUVqHt4wSKw62CoQ^C7QS1q%s|F^RxHA z@Ajz}IQADg!=G>n`v*R{|DtAc$oO)-)|xIQc^^sDp_od_K<5StHdZbJnmEml?fu#w zeu#{=wyrgIHnxy8fm8|TWka2~fwR)r+}`UN!bMtJv-;Iy4{`McIq|v@>z4qE4CXa3 zH%vhQko@i23#B)21m`3&)xyHUVq?Yu%km2}aqUhGDhls{UjyxlX};!DdmS^#;L>Lm zJC~De5VfG(4IB?(Cuk=}D^wlO{a!+Gie6szjZXoPJH^;%J~%EhaWo%S=iS|#DzHr0 zZ52Uk1JdJ5FxL$bX?4H6$#fUDcyka5xvyntXdf~Pp>?Hn`4z>)V|Y9NqJK+DW~)Dn zz+Z7Cj_&b@6w#V?e{G`M8f(x)4sX>mC<7y%SZ=JlE81_L-+ ziL;BhVcKG6_+2SKzCUPV(>W`&gDZ?zgsIVUvDM@Ai?R;cL)3*ynrx@z#^s6n$>m zzp#!{<_mwrYK!30Qsmo>Z%GExkk6z#8_m0@vN}l+NF7kVSpf=W<6BqlssXruqQ$p{ ztVhIY+V1BT;P%|tgx4ipK4TweP$+#4WHXj4k$5(8P!&4!ObBjtLnDjC~jOszjG{DA7M&(_gftZzn?jz zov)CLgZMQ8!a_MIQry3QFEh;;GQ9U|t;u`FGgMaq?e|ED7Q2)b zvX6lR>Rb|)jgM|AN z=PUZ5EeD^gT@&F39?h;9!GoOG9?eU}%}u_Up7+odp;lL+EqY+J?8}=mrxyi;)La<9v6mH#Q>a1^e5AE^tz5(H;ni)jK_ zGzLu`B@R>decGxkyOZp}1v;8Qj*wAg<6{jA`U`zG$({(hEh!%AfUa)-=W%npB8gh~ zIzHs@+O(_J)@B8lOaV$txk1gZ+htn()vj?vWmQ&3%#U6=>i(s)tQpP^k5^l=^YW^$ z^k+gtejC&~&Dh&~?dk4*AyP0O$A@8kAq4QGdj+or0`fF_UW`GhG!d&sE4gk-;?c@o zlvYchK~*7*IdgQff5QxIT4}i_CG(7 zy$Ha2r1D#alxU+Pe$Kar_5jMuM;}QkCs*+>*HeJjY+%!$!NsFn9y3~|mmV^G?IzXb z3ngAg0S-<)kR++ScoV}Q3fZ&Lk#Zd9i%-D5A-gWO;Nr{9Ut&ER_Lm{>$|0x8^39;l z{}g~yO>%-NW6FFs&5Qmo-vnC$Y@r8HM($&8qC0uWx=KcM)Tk6B22k2uFPlRrc1VH- zjDV>8MYKw5T20}&1jv(PgQhN%$Ew#RPTJX&6qV_sMM8q^T|U#~{dw9TKC@+Q4UKoD z7asZ*A*zNusYzMpKtfn_xhY_DIUJeGmw>FradUI`eicVTg5#Cdl<0~$#{_Aj)zzT8 za+h!U2y%MAM<$b;L+ta~opogRyt$PqWcz!>-17?YH^ucS-2KatmfZ}zS7gxI?oX}L zOw-=6>pmF`BH?khD;d`9@;*UcK*f+ftSd%$?_M~N8nIZ9nrD1`rWTfq?X}VWX(12L)6lq(un<0cmLj5r!0okXE{T=nzy8 zP`bNEy1PUMk;WN%1f;t=W_Z_d{^!2;Uca1RyV-l~6~B1m?j;aqa0mBd+cmamGrPD1 zvG&z}&)wR!^2=SFN)|j$yM|C~TwIcTUP8iy%BMh`1F$cdz~Mi8AKEc@P;>O|@`ELP z25%p9_aA&l91hZnjf+drA9``+ni4&{AVd1}4&95`%h~H91s3mw24F|8Ec`DdHcJGJ z>$ks{WlS{|r$c67xaS@e0yHuUK>+)S4hRU?KC%m!C5cvJ;^a=eF?;!Q8Svm^_Abv; zJLd?rxI2FSOd4OCy&nZ8tG%L49rALF2Km87pV?^T;a8%Gi`iLOBLOyD-bp?LL|?OE zN>SJkB#4>$?0;}KY+x%n#(ODaYMM)sQWab`y>*9+i<9+!Bg@n|8g$K!Rmd*IVlJbu z!NpkR@$qp0?WsEY@N*>!F;5z-qIeJ9(?NL?-0Hm@2qz^AEls1H2L^>UmPl`X>TR8y zy|2gxAFIRn6v7Ryq@WBKS{c5#$W>-q9k^j9h&zabplp~c5aphj`F(>~r$(Vh+=C7F z;YNZyeZc(mx#hCDh6b5I%VWQI1cD{muTj*XpAC1>caU!kGE(u`f{Jdho;gurC7L!W zA;rd1sGcANcLCl#FccOMfr(D?2Q&ZEK zcd+(ABHo_!7s)33>yMRdWkshR^i$z3%YcCS^Z*FU0KT!Q6nuAgcUznF$JY1G%9l6e10pGdeH!ZOa&~ql1Ze?n8QOW$8zdyrOyaCEQm*hg>FWQ@8)4QTEE< zHh8LtTasVnBppOfITkEZ$LGiHm$#~-(~6fAEObJ?gMlChD0K9_ZWuephbSt?)_r`r z^Aquj`U|eLg*Qn4Px^aK=vIHu#KNKgq%E}LqLP>w$YOEBTD}vke)*m8Ca!~9K`cv|H)e8( z5Y_PLf`VO$*_OE4!flY7#-;h({BH#{2!WA^-Z}9$d!DK(Y-z}%plFlwT$Ec)mCRyv z?(!8gm~oeAh!pG9BMB>^u8os~g{Wloob6Wozdxq~KfeZI#R`yY0z{~wSn_^cR217M znNMJ!VcQ{qFu%WCtr^)Mc@WM3xKUJ3eny5Q_&|xp%E^IRr&mdmW0)PgR{pnt;PDZF z=l3s2;RDfUK7a^<=yOLt@zAkgKY6SA^m3WK?+@4}SjMXgLhUZ}D8)vTJ?mg$hDaHO zxEmS$Z}z2eGfZ#6$ zln5;CgqqiyI7|UN(UPpG|73%8Tx9+5)m_%-c zbj*Dv@Vf-RN@@Z9rI)Izs*y#8tp?}VRkIm3PVpDB(Q1qWoc?T=!cCI#V2i7AjE%mb z#Hj@%iymF$pSHfpL*$U&7p~W{>%UwZ8K5z7b>jWN((NNBYP~+Hl8fWaw;D$Y-hH&IrxH03qe9J3og68 zK2fazLf9OT|1>>iW*#9d3{{Z3b@N}WpNku~FVJW+>tF}rlL{KdrGJ^Qm6a8Mv}C|azHV|PKxUiM2P?>tHcqw)T`EvzTmiSk*BP#| zL^1O=DTDi3GSj6$^?wT^Q_mkAru(jodmdgLV$Z)xj9-u?P3OqX?R^5!h?)4f>hBk*3>TF;%R>A8iaxLAl% zT-;MZyw>Bix64>8%eAMFJW2bwE8n2}CVOrJ3YR{3lmY?Ce0^7n_|=3dwUC8 zd(_phTY#S~I|$nzSGn&P)dQIiMgaj$W|cIXI3FOygNu0XKP95%$@zT%S4@1A{pxE$ zttbnNYzv_IQ3~4W4TaI3#bbFi-@LJqf@fuAZ9BnHmVv_^%sB~$Bj9y~qaM^si*m{q z53QT}Fx@YhhLy%4_-&K`buabWNEwxt+tH7FDFHwi(^eL&BwAqvY+( zNqRQegAiKZJrt+GlcZjYnL*(cp33rZpl%w`e4tA7D+dxi4>HV19Ou*WSYJszeL!8T z1A+Jjq^zhuJ?_N*lT_6JVNX3hSgU2xtAJSPG#sD50Ne7tcy!-wFm;5BlG>uV{OU+Z*+ID1ggEanZ;`~?&%R^x2tq_1-lK*Cs zEtesMNM)>)$%}49h>av)3GBjTET4!mua= zdE-&i!?F_}f~WZ>K^DoMc{OcFHDg|M8us)WTd%O~RUNQicB9a)Z@%m6dotb5 zM^lz=!R}t4#f-C_2O6*mxT)!i+Tty%37Z~Q8Fk#+g8_}LgH4nvpurm_QH%QkkT$3u zv31fof5|V9TFPw8yb&c_RRYe7rwVe4)SAI_gf#_o}C(~7PTfN*PjI{qE zTdu4@WuXN>MBrD+_^3Q`#x1yZTD_8X(m`{Cm)tq=~6s^>S-IA)b72x1hzIef(zY-VbM zaRsj-+&UJwM|4KhU}0kS40|2)u!`%>o(c#w+^il60(75cll3W|l*oU^NYp_X#r%>XF2Vs*4{Y1N6h zw^5Y(={1rfo3{GVjgJ8&geQp`#2X)u9^$$54CoStigF%Jg}}}5Ro=a5)gHKaR+s-C znWh@6A-+@l!msCbhSXKV3xga{mG!v`6E+_!C&Gr;0U{KTUs{Z9l6zqyRd6w>Cl3fq z3tQ3G$uX)q4!L8Ue;5y2SVna^M^q33vr8m;M_JmP%w8k6H$6(aj632yOb(0>;)Ebq z_evrq4{sZ-!4xqcwsT|+O3-|r%hP9H*;_`8X)(Tx{v9Z$n4?(y8XwL>gTBTzP+X*Y z4C}@*0{(apo6W&iB7{KXF;Zl^35r227g(?R27nom^)*agF+CHgpRN2eA%Y(|(hDO8 zh31`|okg*XD>3*52zrY?=S`iZ+o|`qUI6@YdaWY_vUumy#2h4Of?veFfKrm9Nf)Vn zT$=xV=eez#st)q>+MnGTxpDGH?2_Cw$0B_8M>f2^?gtD*O=EB9c&U8<)kl1Y z>QQg=ip}eJQByU}7f*=naH*xEOU*Xq+6!7uIGOV4gfI;;I62AuUcW?B?9)A~+enYb zKB6K7)sGEq=#vK4sSkLA8{+np%3jBARH?%y95JQ?d^6C4t!z%z%}Nb|2P zz2P)bMH{cU#LmF0!%CgjPKdy>r=O~>8q|^%k?Lk3)Y(>SJlix>lKs$UH1t!l#dDMO zudh}Plw7==Jq`BiuJmfHUAeekSX=C!OVX?Rnzlg5xFeHj^sx;+UPGnwNxsDath=u- z76_dTHw>&En26=E0=D);YC*dgZsVVFo}Ql6^c*@;A3AVZ0rRZROwK+9yzclVD_b#X zP~~Ycdi)0;NVMc=ypp~IoiEICy%}d_=`t*nm%`pE7iyk;=C8=!&f=H$(SH}+nA96&Y#e<(qRX#r* z-XtJ9#ttwK-l}Xwh%b9P61K9k#&PPi-DerGbNSW-YE#32EMnDC0~@}t^GdpdL$~H*>u5;v z$9Z+$s{S^^ND!b<%#ZEede@`vF{@w0bIIJc1m{>(TpY9WQh)4aneJ%Q zHqL&sVR+vTbg_5@7mm)95;Bb^A8YWhl$8J((qK@81k@dyRtbvFlqBEw`Co&Y_G0xH z1-Y1y2-2OOKUHTy1lqt?m>{xjJ(VMLM)K!Ad9_S=-Hlh7`U(ZtvN3n75-?=Nap0sb z&!w$$s|RPb7=!Ad;nc6w4?o^TiS7ME;ErP4ZqFu>qvH&_0U9TDiOl2nQdSNF!76L%zJknmPRz|a@m~xujLe*Ae?gAp;-Sgq&{*i< zqj1#GV*X2q-RrBCec{sYMeDbFp!3$mQFD3+kr{Q`hm!W9Di9<$8uy|zZMh*hVD)=v z1U>bgSBXsX?J$bO>eY1$&`}Khf2wGd&)&YL6gWCrO78(WUkfUJr_qFzYQ_^I%zRW@ z&^*Q9+223Zw6!e@l3d*90p%;FuC75lXMjH92a+v+`?}%>m%!00pb5fQ#zO1FOoS{! z+g7S3XM1`zVBW5wSiCNvGP9@h4wF43y~*@D+-<3$j1jzzr#p$V37dcXVO$DNzU_5s z+>W)4f7{<_r0~ni;a95Ac`qdI4%A`oCdt@P)%QYffn@1*X-<+IGKfR_TJaPer~}?< zthD&x(9F;L__4Hs$3pCltya)5$Z|0GYy#SgW+TF(sFj$HIi$|c4HIs!B*9WWB>e|p zMvs^`r6-X`>b%j{;y@skwOy&wu@WP8zpg5f*v*;toMOkvrxL_1&10T4%!m6s!^Y!-jL;V%0+hp1qxTqfUQo6SjEB6+aoJSvfPaCw@ZUJ4GVWRf>0FJaDhyoG-jj8y2#w=f=R9Ucf{l0Q5>_)7i#IV(BOttxqe(ZvvTmb<%D=FsidyBf`YN{Nm?PZ&anMV$7GZoNXU? ziw;KN$M%r;?%(oi_@su$l~%po!^di?g%L$LgeRQ@!>BdQ8{RzTb3ED+m9GRy7a{Lt z5_3A3eb-CU25y+6{_9=kD*zhY%3hicj z5bK-X)Us>sVLUuqk!zvVT!|Fq*64rW`#FVw_U_Je{e#U>?dw3?z|wAFw5y`A?9FzfX8B3hc86}kH8&>MbVK%X z?WJ^zH@vH1u>@)R-24l%9%yGcdCsRm{>qog9r<(cXqOC*C=D_yaGrl?K zN~UslE6oboxiSY6%LV!jwb3_J4D7$`FOSQD@-e3+WwQ>MC_m${uD;Ad#VF^Vvq*}Q zdTXTF1O2j}a>&$$j$QptPa(U%W1eXFeZv#$H_<<}5r^lHV3BLoeaH zFzVFyAXQuoR25VpihXy(1@n}`iy!@s{?T3G;Fnk3Sku)zd^<^Gn{uOc*rtTMf&Pg`^kJd&ez%VXl8a%th}AFYs37L7@TG{fg*&YO zb1--%)nd;QP%?;%a!N;Z)*)8Pl5a6@OsbdfNVE2&v0?)>%<}4&>z|<^8`eFlEJ5g?vPRh{jCwIUAQPQTyaxkLjBcBMDs@O_1(iH`}vj= z`-EGCyg{@hvrC|P@b)*=CLn|%>S$*jg%mSLd6(6lZ=bLu4C|Bwusr1=#vO@#ayI?V ztxFdC4aC*ivjlj9k$1&m#=?dAIg7JO<@Hadi%Kj1TEfpP&I6pg|L)ARD1&m@&n()! zX_Rex^FuckY?!-)qdxmpqK*5!LT29|Kz0$;$0uMt4dt{N0?HpK{S;6~qHUNhoN|Xt>qZ8< zDE>)WoZSc2M;E?*@714i3;gzV`uZad%@%!%e^|ta`Hn`=nax4n^S4W(d2LySHRE)8j$GK%i@_<^)thame!R$?{@9-AP;{f9u08nE=FBhOOmV4G5 z$#yCuPhC7|PAMusCaf}8n_{~)ZEJhAOj}k3j^ZONeVF^48OQeDa>DC8m$S4lE3tS(QpZC?*FP|nqiuPZ zv+WCOcpGF7PS1F~bgIPAy#a!3#WTj~W9D_|?nA01ONR+J=D%v|mMLMMA2C7p5x>&m zdW`wpJ4E7{S=~I~e~jqn@osz2mVD;jzN|eCPTmuTNo!!=yH6^ko;KMVS%oHr9VsaC zuIZvf1FNs2P5XbE4xjyVYzqBNeDZeEZMJHBVU|0ZT5n*(p*vibzItF|32fH;1BOvf zhOsI9=MLId2R64pA;@Uyz=8i6RiMY_bh5 z7a)?yktP7f6QGiA%|Hd!S5Vr}f(xIY+tTyDOC>B01;AnBP`n}2o}$##t2ExhOpx|K z=$m<*rKtGRYPZ7L(iv4p4On`fdAtw#4$x77XP<>f<$5H~qyHSJEf&VO*J=gA4W}af78{*;8=zwE;aey5GEbkEXip7+CUIzZ8noR68 z->p%+mC{aq(#`2AuG8l}O(pQPHCOPG?>7}M^j2Iam`3LKcokSW>Y0T4ZCh548uYf7 z29od^*aIhFQ0!Z|ZZ-_KDI`j8M4hKk@1(k^e3g1!FNVInGn%+s#2LZB?5@_(Vux#+ zEr+>~(3ke8(ms{>mN3fX8l+Su_kGSOL1IetRy9@cB}bRKSt#RgR>WZ~0qd<7MwZI4jmfi>5Jzxj(>zjMhn zqEagr1Qy7WARaCj@)utiDgTIQ%ogPpdikc0;1y)C3Ew{gJ1MoR>;hB}ensusGH>Oy z<(((FFQ9#8`OF(QruH{nvqI7>M?3mZ1twhJ=SGYlusa;mx4RiIT;U>Jf+b>|6*j(U z)?L*e*oBD1AZE%GzF@H%Wy#olmznE>!}rA7@FA!4VvT*wbn%lp2|7|XzgIahJzx8+ zDCS$g;07a)?nb-@qUFGZLFSFB71G6bWmYrDGB}8Am6Ed{615mc?dz7 zi&w`2{%gDj0Wj)&@7(@+XI`5%C&xQ(k_pOr5vj4WKa*9xJEnWPgWkfI{nq49E?<{# zDbF%JtNiVxuRXzAUQXD!>;Pnq&E=bI?{D{>aNJ6Zx%}2Kc3Nk$8(b<)m9IHlj)pNc z5_sRR``MK)s43WEt2)hj2sBfdsV+xZRz4{Uu?5&{CLUw_?>DMyoN_+jkvzn z`x|w9cPDr)2O4i{$}WgDH#$@+Qt^IYmp#&2u=g;H?N`H01!(a2b(jIZw~<-JW@?;8 zQnCuoaBJH^H@na7b}yG{--vfT_DitS_rC@l;y3WVh5l>OLG_lOlB@VzR4%nswo_VM z$pAk(e6OJot3xGza(?BcCp0|~Z{>Sivq|?A?L1d&X*+-Ks8SNVhpYUNvae0&SlGyUO5BQ$fGB((wqv2ZV{OyIQB9jQME-zyMs7!o<>r z#)TRgb?A8;Cf9AR^Ki2BHnqmNU#tx?y9-+*p9onamvxT#_bC%=8((hvtT+RF#BOIO zJc*4J&%zos(D5?bomL5$o#gRVv2y`To~)K%6N zn(=xceqP*+Mvq)M%oqg*R`vbE%!89YwHe0r>qG7Bra^dVcu$SjI)_~-YB!S=80Rw zl51}wziMi~g65Wbo)ud@Z)wgLQ|Hu{zJ9c@Ng+-a-_C&IN|N8ke^_uS-9#I9L(b74 z9>ARpSqrsV*{w&KxH>w74(O6226Y38#k2#7l9`p^aL?vjhJ{pzSKl*{rtS3K8;+iJ z)Ua=@u1>ypD}^dYEMw8TR$2T+K*Xq;6t9X5fJ*TOX96cWJPZ6}@{68E2{~^@q>5ixjGg!z@BlMo}Bp) zQRhMBE(^<-__?2V;-!5-jvGLycao8n#1FF@MCqTfgDz1_ z-LV1E{`(G(!yxM-r~_@F$-9$cxfCEfx%RF3QAy$jGni5j=^DF4_61XqSqFE< z;?6ge+^dg*L$~y|cG@BgH8I-(HsgG{1qC5Y4CSqa^svbNU(d@%<^+no44rB@B4%g% z)HJkh3OYSa!UV$)+^w{{Y^IKbZS*7*MT;+Zwlcxb8CbdE($E$XprBUDW-sHZHFLf&cj@Ah1k#K^ga zUyS2T43cK+blojCOVkhyS2y^Z@>Uaa`jiPbr@-&wF;ZShfdM zIAU(9sWnx5`dL0U8T)*jQOH#8nANrlA>hG#RwP_Fe#r+_=w%FZzTLkoE>6Pk&+Cg{rpSo!|CPl5*> zdmLu8N%PcTGaZ&C)Zb7#uo=J)M#g%vdjG5kF$dw^YK+Y0;@=uiIt%%_#yW0oCa=BX zy5k8o{hk3e8H_;X@S@lr(UMRs!FtC06Dv%7?2@;PZ8Y-`tGxtXhofpNw4&OV57+vkbmS#Vq~s(0>sUZEA$olu1$ z1ASU?Z8UqSRWfs%|9chk-bVdfuEkMbdI^wz-yQSxG98YDyC$(937OC@(_Hl9)?asx zC;TN0`IE*t-eT*2Ubb(^$}w&wl{E3UJdVaxEzAL>=19p)RXhAI$)x9tv|7wOI%CqiLk6LW_?g56_*r7EJiP#z_WKQ;(=x z3^lae_>)RKx*2F&`f_|KTok`q37J#3N3(00IFQeWK(R zZHM&zRo>q;DiS`lz0U5?mc$DRp+y7>Vj<*q>BXd=UwlfjVbUmk`um(xS(Qh7=kD+y zw8?BvBO`ylUopm3@1o@xLx%JNdCvyt`KpT3_v1Cwakubfhi@v=*-9C;-d)kmgN2mt z#c!|@_wO>pi3Kw=2DI3y1-%~{_BCq|i_9K+wq>;lvaz`)9(BJ@i0;@>=JSsY^hekD zYID7vXtJz%o?@^vy!4qlRlBc@4?^Fd0H{&l2M~o}4W2_<6evo$j7JrDGHBo^ID)?_ZpXk|@5d zGaC0(e9LcxI6-Q!C?@If=P>kvm`8@mJIQtV*`CHx_L((nJc^;U^=(B{<=foE6T6jD zy`6>>q=?uH<%DNdzhPV=GY>%*WXqs=QpCJjBVWO?Y8#DTjPe=4dbq{=ownm z5{ZYUoeDZO6cn1D9!R_rKbsfUZke}C^j>eD>7@1Powm~8$d4I%$83STi?}sXC9hCu zL7aFTq!T_YPZg@^x#CGxLF0;WDIYH|gc51_zB#3bs^-jm45U$-`3i~uaHp|;goo%O z*fr;ujj?p%c48&=ix=bSxkSH&e?LXn9I$tdpMIiwhHcRC?|$#k(zR6SXBv?8IJ~ZS zqy~U8`s&Ns!iqM0&kjEDSaxFo+rcz$P3XjAWO$Lk8fbC5AaCUjRjE3SMY<*2%|GQ& zVoUGC#y-{E<#O)jUlEq2KXVH%Rjtq4VkurnX5^b4tE;L$6me>e702Wa6@Iq*tO->T zI;1!Al9!hCX?<#NtR-~3J*{9i@S)F%D9+697$vs#d(}DDe>TegVxUPdJn1wd->H(2 z+T%s>Q8OFcpC__P7;9h+V_m{9J)yyybMbzzgF2cmHF89G75|0~hR@MNg7Oc$Mn&z0 zRprLop-W?hxkPdCuuCINo>PALYHoU(=ePP{SeN6?Bx<}We!$oP0hRQ{svS|fHIa3l zf$pLC@7L0WYJr3zg;PE{%=gvIW2p_mhJ$G00+?j6NQUzPQw!Fe& zpqJ+R>~{gB1w%H196n#P^I|oq^A;0v+_0F3VVX zO=0Xi&2L%z{HX78LG(IKwQJVYQEk!#pj#!+j;zutsI!0;cNTt0yKi+}W#mjox+CD6 ztU7IAq%S>ju%dj%6?U-h@diBnY0J>6fWFyv75Q*MArFhzx#CxhrD;z`Wo~k8e3c@KR3=?OsI#@KdxQAjQUemscjn%j_{yR-| zv7EqXRZKuU6MM?Uq|5l=TU7Ye1>~AnsUJ5@{Gi~EnzO(o`-9+#$fMLE?SleR@*@5= z#mQCHo``qm3fO-7-n%^Ef*ttkRO|bzJ}=!Z(&*r)zQ3os3mVwiU4v@%1jRm{#mF((xg%;&plB`=E%_LDv=r7PvEb4H@i+-%Zoy)H zl(rtaS0FkzFm6gz&x-XAl5D2PmX#}|tqtgpRF7X7 zvXz%p<|WA&W>k$vT4F1L0yUz;eGux}Al_y>5s6P+&8lWMj0~2YeoUw0bes}S<6O@; z@(o+iwW@T`9_7~)*XL|CDY)@v)Y`}1I^%V#-LTS|ukm`}GT|%V30kfGmS^f{n18jc zoxxOZisdZ{llaggd4G0+xzxQKNs)Am&sM&)G&1+0U#w-6L9~G4mf+t6A38VbB{CwE z!>@(1WUJi!%<6*Se(S}bIIQlLpa=hUO@!HfC}6?Urvz*)5UB2#VuklP#hM!`vU8EB zpyX29L@~?i5QB4T33!rpffdrMS3anEIG498u@hl7a_eo?l8S!h$S7vbp{9y%E=ljV zhE9`Aj@CvC=P8ZVrXPBQOL5TU*Gz3-cx&dI8t4VLR~Iqp3e#*i+GCliNBeku-WSQ! z(UQQW(Nx*(^{4wHI$1K|rm|DDW;OLm!;Kt5uZ}8b%;7_SWVMZPjx0x$LA*%$w{+bbCDhId4EC9 z4;BJ$PRFsrYu_?`kn{GXKEp+HuP5eKepa${e-|TD@qasLLxI=8gPq4=o4&C5!CLRz zlBY$yZoH!mT>%GK-$wN(ai4IW8I{8%!PQA~jWdhbuZK4#(kjbFKGg+^j9VA5d%A>p z#m0zQs6ba#dIz~e2eg=zNBmv`Ely?y8IP94uN)*Bf*PYgiReRGf8KqyF`5%AFTCG> zi=0u95-Ji<9#+e|5wEU=Ok>a_D)VWrecJkUVdZ@*3(d)` z!aWpRPjBEa;@%juDqUj=Zm*yXTaB^P}Ajel5cv9=$NQ7*Du+x^?wwNCAKP)`)rJbUs~<` zRO!9$=W)`nb2j?3&(pEhy9-*uyX6H@qPGpSSs6O?s1IdgwTz&7Hq+oK=Dq0S8)}Iy z?)>&HrvH_o)jHWsr-k$Wf%SCcCqux;nm`%($@+}|tJ#}d*cr;$M zbAL~-DzaWW}nQ&!MQ%99)9DU2gdCCp| zb9)IrFg#JF4yB~QmEwO6@!f>KglD?qHC)OZ55B{fX4nCRcc%%{u`bbklvExLH_pGWPE;@@LTAPY~ zo1tbj=b8B0>TgDKTLRL-sHxA+let*?B&tpff&?fz@U@t3w>A|T+;v<=pnC;iBb6HL z2G3qZYBpFr7y>EpL6`?(S%J}S$!R2fDWb}{tO9KN{<_Z3pD}tJtW}uK z*`P?#8)1UOn(eRj?m8}3SqQy7Kgi=g&HGB9oVQAKbwvn8dG+it`Oo4Rwa}s(FGBGe zJhmsDzciWnj9OsUyK-O=ndwF)ZmE$f;5I$&c_^;OOb4sA^lbrYXWmM)K=SB2cWzix zob`g1jh+hhKvT0pNpy;jQs|V2l5gK-C4^73VE3jH-h%5ypTirXgrBCSNxF1K2rmam*b+XHageSYevX8acvUjDo_LiRo#{`9&#nS!#5K7J5i zA5r*k{lrEMFSiXflwTX#8EwJ2E$?DM$Sa!}?Kc${YZosBoNaF05kq|prj6|175rZ! ztTae+R|;{->8++~4a5|CWP7Zs7Dr zgZCN~BV7JC`o-~EPel(GPDjtquI5j#9l9ekL8);bP|#vW4hYf)$tY!c#KpMi$~Uf?dQ854iO*BZ%``;{>+6sqEJSH_ zcrVT2(jqIP)b1VN$Gg>#sH9aj|vF&8OlgnC86;acrD)!ug*9Zfl=Yv1S91k?sW~ zShs2M+8v;!D-Tqd!#74t4U5lUmtcAT270$}2_wEMRQ#Xfb0VK*6aeW@{h`_eF2>z? zO3CwCp_~O2qO3vf_hOB4?Ew&4DF1)awv{+W=&$pWy$-X=E`T;>)2*?I1XhVEQ=V%a zCqUb{w+u&=27g>o@7&O}_JW4Iyu53ZqrebZ2mDQdr(xvg{{2z8wB@wmqg3X$&$Szb z5y06`8;L?CyNC)-xf>%ECZr2wUj^b{^R?7E{Uh~)An^Q=fbJQcg8BCoDKGGq|CKBM zWR#;!DIOaS)O-Q^_h1uvfN~oG%HN?-PwFAebEA56zM_YdxBUS43C@2NoQeQu%Y*wL zPJ!WzO+mKKV^YG9)~uJpfdz-+@09_`6SodQ{r);$#GZ>N;o&k8zVCKT5s#}Hes7&P<08It@-MUx+i z%vAuFaG4OimEcO2;OR@tk>uRZN;A$vUQBl#Wbb|4% z^j_*ut*+sQt*Sddr`cUhwjZHtskKE5oUB(4Am(;{`QN0gqfh@=*IRPb`1U6k<*k16 z-&rzF7nq}D1}9-?D)KKRsC&|5DV4|M*WJpefH{0=peYX**{sVR5#V$81UAIEvf*@j zM^M23ditj9`~KI4#U$%_U^Hbr%x%@a^Y$5|Pi3I|*->~tAY4liu=G<1U-LEdX9hB! zvkqg3cca9i0>25Y4r-GkJ~G}Vggm?(^>*o;|K{0k95smzrjXdiJ(%|A8PRW$I1k*9YOK zk8ez4#dmHVpHTx&8dh=vN~(G?1W|Nlmj}uu4ksUsAgipc&&WlT^h*n?{+GWe;+i{JWjH ze9xvUY_VsnNi(donCGw@$eS766oJjYe+iVt(!;xwgWW6nNOJpnzW<#%HMyS4nf z4J!48xU!Hq?be7lSD^v6QJs9g+IKE9!scvMjP*^mTwwZzHH40*A7784oRgLF@p~K` zCvJ5bw=oOj6}wjiz&CD7L@`}76x#;Csn}c>x{p-;u%TPAW8S4_q2Z3zE1;K(S4Qz~ zIwY1>l<7)ESnRp*F7oX&VUgQ6lw@MbBv*W47vL%jugfz_y4T8_pJKY%6$0BH3cxD& zk=#neEMsFf4a0E_uvA8G9CJ#)(KRs{3x+m>p`1>uPN+_kQKon{-~ZN=N&7y~wgC!i zmX)WwfYp`AZyg781%Q9DE(r=KS2F=b*On1YUS_FK z(8)VAnMil>TbnuwClotdT6|u074T8UN;|=A2V=*jGDk+M{D5EWE>JE=!0Vn!2~;vD z9X)RZUaT~)#%%|ocCrWL%zV0 z2jO52JoQ{|SiVymiZF{N5ER3GdHIJAqOvO3R>CSSc=Zchm%4sYr$yNLTlR#}mcZk7Ve z!C7yT+q=7AJ{&ZFzz4ex^pkhU*fnwc)mYK3JfJtye!?$g zn>ct=wQ}6gv}Z*-ik+~RedpHD3-mHFq&39BZV1lWK7)Y;r$pElJjo-I+HplLIgKXA zSQmVmWKGC`bhuz=ZYPD!k7wTt0z|t`{!+4PA2pwd`~H2f;9DrUdY6x< zlAydIOz3<{5O=81&0e^iuK%9+!Pc}PIfo7-@YstsX!hi{#JMpi!EO*f7@U{{O*Q3i zplw6&YA3E5c`s(@Ik8wvMk^5KG1PoIe$k?Fp8F}vb31reY3nf)wcoQgXjuWztgxx> zsQgUGNtEymK168wO}R*+A8n7}bA_6gGp=CjXYxEO=`29zBt(-lrjHlP?2mi|k?;m+ zy_h8vg_%2skkvMpgog$02ameWyaSIzc5|l_M?cYP)fxG#FD@l~?}<&|#712muRb=` zK57*)9aPzjIrh)i^%wzjCW}Tq)pf!W;Ff@71{a0COC&HFfPg6CvABSQgrWGwxwFU2 zCyE?E|KWQAf|<$aVGBKWZ~0o=h_DP3^bKcG9ig1gC3NSUn>RP=qZnqOSv9Itk*5bq zEC#9ZIhFt)D>uxP#bwtwL#=70Cm2||3uOJ6 zJe&<5<92^q32)&Y#C;|ZY65RtA{?9F(hfknnco9*PE_J1;AOG`9h=3o*H0MDQ(6tF|6k z#OCyM0oyPelmig5aWV9o5QCI`z*mVIOiPOy+2Mb6_PFDanr>6y)bS@vXgf89Bdv-R zM&Np^NNqyt8kV=Y&F4hH`ob=E2C6?r2b>1ABB%`(0n7?5;X8$I>R&O@rWu{a2(|;+ zf6`+DA)crimt;ZvI2?%c!bNdM6c5}EiTQZo9T*pY6|i-@lix_3+!{cQa$%Av{O zq)Dg8&HF^N@-UfiQSSct1>e)%v^2$P%LFo3Z#JC+rDHFm@2l5Gb{ zJz?E-@*_Ykve-Hah6BNH4BNpraY7YDzbu78Vs=FO&pOddl2hWyC=Tn~=8hv;lAU9! zDDD--@n)A28(+*lR&t{rZ@)k%y)Y+E`2aJ8J$&8-Nqp zWQ#*&v6=Pc_H_JP)B5oixUAob50dPFjvnPzwl6%RHZFc9(=~u*3`@XYaU9aF4ji>4 z(;AVfO`2mrKD^Ic#ho|$kn(s=Lawd0k^ofjzx)0!7Y0xF-mZh<9{}-+pqpdvnn+ZU zD=WyF4C|N)j@);Y4Gb>?YO{$v+X2be9DDI(3K>Oj^dKwMap8@72d`?$Bpj;h`89qF z?ktY{nX5b;-s)Ym;-L0ENl$9B2Qx7*YY7Bt7J?crs}Y@`-q^bXoj8d7^+2M7Mz(Lx zDkP({VydF4ewYCYO%4K6*TuBBRIUn-WIjJbV@4*$ofrcW4zI;n8a8KxN!_460H0|u zH2AI zQ2kF=ZC`Z$d8N%T`<+nyZR4iubHF%Y`(=O`1j`aiTk64L56Jz^~k=C=U#TVB?`k0%;6U=JN zud6iB128P;{)w-HZSx`374@P{R=U*d1NR@d_n&;)7k5g+r4hKO%fEY<*p~UqK$p5ec2@s%|LS``W?hVfMDSf(nWk)Lx@@tDC8O5rsQZz<$;Kzy_ zgcRZ$W?&AL`BhmStE;Os;+RhP?!xP3?ej5EW$svIodcYx$_Xw!28EQk=?m6J~MpyM586+1R%TLD~qm|R8CSsKyw^enTi5d@2qR1DG*V_m5Cf*0#1PW&$3445C#K84TkD+QhD8AOd!vMC$A4`Tow|Rk~TJhVP-s_!Ts8(ot}ETox^9- zFdM?&8`1RXHbv62Rl(MiuQ)3)TNudTGN=dNb}iij1{{*zh39!5bvVGZP#f5DBq^v| zYwae5Pe8qC9%MIs?HfZ(@p=^l2b#q?Owr6rJZqNW-vBjCAB1G+*$6O#;LqTdD#!u~ z*xj0(a;ErUPi9Q-Gb=^_b&9UOKK|wmlKb~NfXEWiqGICW8c>)0Kg7LtSd{PgH43&U zn5ck&sI-K1g96eaDJ@D3DGftffJJwT3=EBu(kddILr8<CT=-fOMB7Wkq>)x<-U_iJfm4DzIG-c-RNhD%J7C;?*61aWz3;4L>| z4B?h#_!$StjIBlT*#d-DBe%g0D;)Y1ZKRt=YJ((yfqJ1r%^ZD`0h@}A6c!TrW{^vd z(H${QScXt!PzgkXgW3&INEfUg{qrJXZEirvb7#gt4qWb#0JM>Da(%0Tl7j#I&*_<& zT;jjYwad{3Cqu8}yK@pYN=%xf7dUddna9V+t!(#woM6k59Z|Kj%LNOH40xZAu53N# zr(*91N4X<&sU9O`(@kg^t49t#)O+TaN{~%`TV0;}c}g9`#{ozS?K&eXYk1We(X#(|ITnnuRMr@L3-Edo zU`mA4sEmq}gYp)GWv;mozaE0Gu&K#n0#cG>Re2gM?f+ssAtRnP#rnI%DjJ-DcTBB&H_7;*v{Rp zd&7Ciqliq!8Rq+a=W((O8RSgC^zkm=mc2{<{GcdRTi92|5_t0vC4{cpluUhiGX}$b zyh8>6yF$QR-|(p8`an{E2veR(Q!uh36$S7&^32C3T+1mea;`M$Q;`w}owQyKmGfd0rRY{S(l)$bRr`wT7WZItv_U zG+e>(4~b7pp$-LeC=BK%?0&aNl{R+}s5C+!opzd>OS*&!E#j!M+;`_cpiHy~2zYYM zTJw$S&a2L1@_MRkYUJ+S^LY#LdTlhWO(&fZ^a>1+9u@Tgsbgpdt&OaPhDJzN`BJkW zMVUbrXHnn4^k~wE3;p+(q6ijs5RONZsz>3^D^V2#>xGZ0PruCNQ$O5Ky6@3KuDM#P z;6PZrjK__GX&Hpm`Ea2G!DfS_s3c$DAS;j{>q6%OqxQCErO?J$2wi{4WV{>3d4ABO zn1`iuA9f~}=YDxi3HCev(10uZx8uFrYx8wXRWlf^Tpz@Wk0CAQhuLXm5i1SPe%qRt z&-Vid5%?K-q;kQkj*hqziW9iRj*}z+@V&i^73KDb+g&ZH>?EIC9dw&V;%l$kmhbLt zHC#{I0OLp!b@) z_Q!`$E&D&;hfKK4V_Uc4?CKc{Du%$o5McI>OhEwdP3BdfvxY@QY0Zle2bznR7)&(9 zm|BO!_Efw%oiXlr!{6*bObHdxMn=-?!x2u&!sFuq8;lyDjoz_7fXn$OV{yZeJy$Xe zIyWo8o|N_T@S%NrML7Q$vTHs{^ z_xn_?W9MWP6vEEkxF>D#5+*}5L#1n!I|q-q*8NwI;WgXA)sqRxUJOofT!f0Ms0B{5 z)@x7z734?2Esu(k4A^^dL6O}6%n9|Q`0Z1+A=TBUy^soG4Uf6$AANQQeCUz~uvTX_ zZkpNO-}qnfXmE=G|11vA?RCF3lqh}H>(>(E@ivt^g_2vA2Zn?xt&<-{9_So>%=78h zz=-AEsh)>o-{)?+|8h^{9Nt&T1JZs9?Vp%yk1@BIn z#k`dD_gUvToq%B6XSppt>!==%4`bGh*1ykk+v)cM89BKSh~bn~R8(}?002+nu!AsN zIb-FJP569&ab6b>%=0PRl!EEoBAj)Qa%pz|hQt1fCFtmyHj(h9bc&3koqKs%KM>BJ zT$!1v$J`gqQD2g(wzEs7nTq#zx5m44Y{DQdG-{k&=;-r1$cm~87$~ra=zmg0%wgWa zfTT@+YoK=feft6rF_qBIMoUckr=1;MHe*cwj6mnhl-Tz3s!W_23aMDa+$BUB}jNnK^Y<-YDU%`F}%mZU~X5`UZ z902fd0J`7!)}gw(`j>-1vQmPG-LF^l^>y?K{ST=TuUELZ;#e@Rl$oJokVkw}RhvS= z^9YXc{4@rr%Q@CAU%DiV9FG9#2S-GhKBLOgCKpEMI~bE&!t@ay24oI5#;PB<1pXH% z^3OhhK_rdaqN}!iZIBtxY3uyOG_So~y43bWD?Q2)Rr>1x-p&T9=#yi#KR-z<2K-9# z_3PJ-i{HOXa9*5i6+gpWGfTc@Jxjq;qLq(hKw6_0mkO(^x zg2P{|92)w)a_FfyS@ywOduL~K;sZ#E`tnh#dEI@VZIdv`$p!!MpKy`49~(7Axy(|V1!D|~X9&bf7OiKk}|JNyXJNP+= z@dXq-ZOCE)lR_l?eGxWk859atUW3nt^F=eec!IpA#4$rlsvF`8;1cULK85O0VMZ-2 z07k3{7B!rzZ5Xg5r3IvG#2gECZYW|1*(% zBX@FzaPk!8712C`F9@egseHinczmOOyW_#$DYk%@Y`bMZj)3zxUzO(uwK z_3o|kD24Rf7gec^jq;!RbOwe1^+K)zZue+WuZqT4epS!)k>hE=L^>waj0S<>MlF&W z?0eNtT4(Ok!4K>4yDx6-AYgxOEWdrDrBnU5os7GC*+$W-XL@RCAXKgQ5Cj(~c9Bg( z&$Cc)|9^VVWh;EcV&l=WCN1$Sw{PE0$wf_fq#;ehryk1*Pht#W^np-cX>T{Dk^Mt^fSA*^=NMGpqpk$&vSO&Q6hu?^cILehvok%? zya7j*MlPR!v!$n+oVuq;h7nWajm^A-9m|BTA?>djJS^F-aFN1k;^hNs8w|D z6WxEUs?KS|=SR2S+BvTq=LnuI+W)ag_r3A}An{Y}6@xtr>7bhQ|Ec?RfG}-383NhH zFYeOp6MFDIdYX_YBga~dvGPACD+%;S5K;-bKI{+bAbtE*cs48g-obP0 zpl5YnL@TeGTfIqZ?qJ>uo~vxA0yK4PCG)5fz}FrrM8Voan+BK&mjcA4K_ymdq1!u3R7b%=y9+b{uB#I&F879sb>Ms zN3QqGK1!03l8aEXH-HHT3l#g%VBG+_<%*MW@Ta5#pm>lAo@Q|KdjO^qq^@A-fdShj zH35hucAdC4b#N0}%k#C?)xcZ}q3z3HMW|?K&`|}{sPUr;V9-NFXLjF<4;DP5dwVOs zpj$sAiqkaO%VG-i?mM@GEPQJ*Ne3?_wstxJfk;&GV@{>xjhro9c|+#}4({E11yEBv z<@Q*b&6%FP>Yu{`&b0De2nk{E-~Z`(nDcj9;DbBML2FGmCmTH@1iNd}7|4l6(UdJ+V}g z(;pgQ59fVMr2Eo#JT=?~Z;pCq;RIdQh~nnP#^oP#`}c-G`QAlA_h@0aLg#-Lgt7m? z(BC!Wo%?sDjetO8U%`UBO#8r-euH15qsH(I<{CF#f*A4kOf60_0f$sB^N!TkEhsa> zk5juVpFe+o?Aa;SKrl}pqW>G$d{+KY;UWrg4(?D@s#~4yLrC)WEFE410eDNntH@(B zs5`Zz5XB*>7|S;j^7vqPJ)uEJCIVL9wXnC+8yXsN7=Al~Buh7r!!`qEi6+*}ZwoBC zVNl8*+2ce6P4<5~?}rxyM{w!t8HgxDO|UafmEOX2pu~}ul~oZjsAWAG1jaP;WlR1J zbNyiCjQ>@Ybns1|5P>&@6S!FyQ3iBdb#Yk4GSrsd&eNr)OvrT-6AgAby){CE3=cz6+jU>{TEYc#*CmqZ3GBR?PvAAm2 zBg#yVFy5yV983h%E8I79i=fhL)=dy_oX+$}8uZ+<0@MC5@QME^C6yi(pvs{VjB$`& zS|dDirTOyqyGrPsRxZ`Da&f6Ksii*L972D%qgMQ+{6+Mo8?gNZ$H(iNC_er+_jqw8 z-_cGn;fG3&aen2Q<0nLd&V9Wg;#viUk4B)(LE3K|ri_nHA$rW#74~r>fw*6OsnaF66MJ6Ghm;Geu-oY|iy5zT&89FTxc7IS zgUR#{Un!ved36aDWP|_&NW|lU%l%$?l!fM;iGcrimY<2 zH=Ow6T{yan(=U=TvIz2qhEH;zmooEHW1wa&yjY4c<~zJw);mix(QA^owP%0H`_QRc z(~Qn;{FkSP+o9pIEJFOi9fc4$gUpE+3QYStR9!IbL_4f3NDFw|9e_M(1Vr@!IBzWA zs0UOOlj|~-!s`Z*i?7sPWoqkdJ6PRX z(dn)$7~IYBZQP;kac<-?%uy?U#x>KfJY7&<&Pp(JqIMw-s-yFyq_l4?u>{Mpm8(s6 z@b7&1WZFWd1^qm1Dz&ZYaY8f~>enA+f}DUs z2AtdOQesW>aEVSwiR1eZr#dzi%JiLzi3aIItUz9NMAokB^UtxYsNS?hKF+w@l@`6l zhKNeJe(t!NC5CEUXg6M}&@s$Kl)JSDs-5QUxB3L@*oy5K^<1|d&$OP;C0ujL2Ej_0 z+O9Cc@h^o(@Q$k8x`Z7Qq=GkDX!XbwRF!_yIQ3MZ18yZ0*IyNXUg((D)t76B-R5`8 zQp?d)*Vg~3_M4=X-^X|;Gq^()HQ_?I9)CmG)a439OrS1_K(qGh%^S`JZkP7&+pB#x zE!t}fBUMPzBn@nk(f0ZuPa*UDUp0226$ga~m6GHq>mH{IB3fH=iVe$~Id>@H*NRu} z;+Az$1YBF?l8cl5pa%YlZ?Twmc@(TGbc_^C@b2X;mr{R4d$u(^o1#ndk$%t z(M9^KWhIXbw{X*`6-CY=cBD!zWt~&8XpXh#28|`RSuAAyZhSxTAY&qnv!)&OurJdp z#>w(prRR?CceehU#JxX^C^-p+HnzfUeR25x^Zt)_6!gU8T!9-)lMUZqo}vZ+(|FHK z6smW5`P6>)DiXyI)ZV0V%3)mdCB&cP4e`Aoxsy9;3GrtmtpbqbMNKN#RySl(#y5n%g z{>kLXqgg56p=z#omx?TFGK5x))31<5sV5r^=qH-bY1JuF$z6&Wn6RbpO~4PYO7J^g zr|p|HEfsaVe!EVWZQD{Sz9!C&qd+X+jM!OUCFGUQo_2T;!&~T_b8FEzkaH(P_E~4I ztncDWsrWgTamM~b!~3co0s`fF(jvB?g7SvrO+Ui6T1zsGO?^(@)2P#%9aFS%=D*M= zV&`+G23*P2)m)2coQ{@@X4K0*$3_z?DTy5YB6_G0Vax~!LLC(+@gEsVJPRJp(wFF~ z+s`KbmMPr*#H`~O&a*XG;FLo~G>P(yEfx6GHh~^(&*}-c5T&EE)6Bc?c=BY^V1~Ko zw!S^}rE;4%L$+Jj)zWKXJu`b<`l%j;IKJVPGx6c<-r*P{Vco83jfA&p4Ho7l<0P)-%OLDaN=7a>mh}sF!z^-4bDGDarDYyUk)==g;j%%gwK6 z&Yf-jEE#r<=$*ouf$QBo+5^i=SUH6dTQ@(w!kobySbti%nq8~hXX%S!^>zH0i-N=Q zei=7!y-D_*=~c;Ad4Y+S54o`w&`{BId_4Vj#QK;!K`jJtA~!-dt-}E;5sT97$h8;W zn5|jAJD+46;nTA^dCJO-J3?IWOv40eAMJ`-37JTDqJhPQTci?`4Sh1>(WJ&T)8)C- z*p*)=?4_H2aAO?T9t4D`DhP73bM{&372}SmlizbJ$9xeTN-a*D|&(nb=g5}{`}!{leetwLbabo))1EFABUs@K5!PJRL7;5Kju zn8JfrA=C~fpra#O5_-ltQY>xur9zYO+Qf5{EAguw?Gydlvqs#PHMRd>zJ~Nr5p2JR zR}ztE!4gPTQm#{YJx7Xxz~i9bHmSr>DVruC??FkbM6f-u^s0XUbDua%eiMaz0!9`i ziB3y2t=4;PDl~Bm3@kTrjpma^){F$nM-D#6kt@XE!8nelqXe=LTXoPCc(?o`a{gla zPkS=Vi74WbYk>@zJ4UX5e(KtS^2XmzC;{y1_y6tx>ot7mo%S1Ku|cS&cSW%$7EZm|Vz26@mBKi9Op&F?gcBj?WF&wlpvcLl{&@CQfUhvBv&RyEk4 z@|-PyvXMC}!B}-v6ipg7_~s23btX0cMJ)ob<39L7MtY^lVPIY5p}?krE7s$SQk8y4 zNXU3?(2d}zAXdgY85P#tV5Pag1-tU2cAQG1V;GbAO)job&NJ)xUlNfvI^Mne41-Ns zzvceuptlx#rLO%sHfq8&%l*)>7nJ3k-BD3wrgVf0B7c9CleWf9R;Fu)_KyjUMtJ-X z{OA51x$@zl#wJ)l{Z9kw4hi-9H}K!x0>S_9oBGcS|KEB!zMI}aN;E(~jxiKpz(XW! z<(Y6eOev!}QronO1`4fW+@T-M1sa6kZp;sZ#mc=S=f*(g0xH{UX#hpP5<2J|WS>)5 zf4*bhmB|R5?%klmJ)nxlfFTKPOOlcss_-bcldt$mFRTAWLj+v+RpQapj6Hy`EKjwG zgMOSYhQ}({cJxObfLARg<=LfB0;Z{A{d;zUBJGP&pM)0f~ zhy#Vx4-tTxj};F>no&%_An<*1%U7Ph&vdV^tqnvp?BBk9GlHlUIx!WXSVN?!T)+3P z_S?6Nmj(b21p$CY~#qVNDP|_%Zn(6*hNSBhWq+@(j-qiy*D0BqrPhq=l{nn) zhL&h~@&5iJI}8ZbY~y4Hzx{;E)eZag1w%Z139WGzetst|{E)nNZ*xoetYw%I1b1+D z_a-pX>p_nwl&5$HE$T|Hln$Ii*%QqEvWwMAmJP#z&*;R`ZzPOrlU#=@FkL12^~nU! zty$iHJ`3Ye|KYZ~r?Udh+cB?BQwi~9eEAlq@c{3a2wvlIP+n?H0##JI^fRCDaeXLb zE|7ZsPQN4hFR^TY23X(?DG`DbBM$92#Yy;-D#dojsNVcE{y9L^CwrD;+*B#~o?L6$ z@dWBeB}0Q{DNo}y;@oYL`U`vzn~G7L>0$h<0CQd3_<8QgNQnO{_1+UK^fPA~wI?kR zSH0cHf{}ILcg6xlcLSmFZwS-W*BTxr<2Dbi8AnoY$lKa}H8!5Dv@4d-RkSVPkg(+0 zqmsKe?EZCVo#F_AzRgpP`s8{0%!C%*XK`EnQ#fqEEv;OM-Ss6Ud~4!!EvLmXnGH}3 zB=30>K00%qF#+w=-u%w z+T=^PDmr-8Ubo0vg@!}r{P_#UP1Btwm08U%l;T(Ur|Ox$kyez&q_nxsiKd&-SVMRWm9S@t7lGE5o?4o@={q>imp6!?aROWZ85Ub z3CkZ0Uh9Y+7c8=WPb#fV$nD&G75`+e*d)qF8bIuJth3G12De2FXCFv`?U=j1zw%ISCA1`(m57jg6(09)N|u&%(z}2dzCIT)8{dE@kCH+ES5GZ?{2=Y_erQGC`$|$6J9$KQgs+_zqVci?6rXZ4kCJ?FT77?_#3 zjk@7%;o54qdQE9sPhR7?)u?s@&t5tf zdQnyPw)31Ws`dTT?>rWC6g<}3Zg9Ks7%lA)P8gF&bD?{v(#CC3PYR-OY=ZmsH<#JM z2@fBSK6e)eg~9*}YT!5h#zOk*N$oq{0VA|rF?9$@3$B6t`Ej|B6oov>)p1Q-8U&~{ z9{Ki?!=*OxcR;dtr4HpGth(&njQPU-G`sQsN%{m2&%FU>4*Lmt{9uyr>GIXy%yER+ zK&g3Fz2kk|WOe0nlXgMl3uA4+T#p+6>jl3VRV}>|9yhVMpZjstXg$=xQPorZzNy8d zlu==BhY|>G7z4C02pWY?KWohY3vO_+o&5K$;iw$xJVWug>*HKWH!I2Oq5qo%tuMXfZmF|>)(h5 zk(@a5PEzNf5+Fb-iO&);!uL1SJ4tXBnoPxLh~iE4v+lM%p<~mye-9uo`vDVT)4Z;> z3Wd3b0n~GQtMyq$(F+-pZ!Sf>;RW;K2BAVwDQN>gbP55@Owm$!J1bB9z?NUVCw4%6 zz@gAm6F{B7^0~bxJOH7;0FwY0QM^gST8hTkp7 zP>Q(o%}ka(NP6n9uBE79>r>#r!mqU@GLC6#Tv^I1h0`)-X2sNJXydhpE}p&2G~V^z zbXOL0<<6>3VbnR{HXeQf`yoB&0oqxi#s}CtF&cq*Q!gtCZH$5WJ!Ch%}rWR2E->FV<(N1Kta-O=IFzf0L?w=fwg@Y zT1@7ZzkfK$R)!|*&9RDci+Y;AX#luZpVomRR!74z)Uw?Z5v+RV?E^4~W-9#k_~|PTcU>~@9f+J4)Qfmdn>%KX zErGsYUvaD3C)esS)KpXBgO$qb<@}xcByoArTjJ;LVxXq}Q1(-}yz4TM#S* zSyV56M)>CAA8&6PszX3k)9%`ApXuFOS&iiUc1DTRLr}U|`|P1YY>BJ$1yDfgqf#&WZQP!g7oFIiCY z8Xcmooe<~~lf4+F_zLe(ax>+=C1YfvFw(8Q%ieLj_0)UmsMn~?Spt{xqxB3C4UAG3 zR%6lzxH}#O(|_6Hs_lb1(Tq z$hweP)U&KR;M7qmWIPQn)6d7{w$|n$oK2#xw)U)V6%EwcP+4YWuB5&=MD(}gI=h_N z$_TX(RK~Y-AYdGW!RSsV-+f60sP$u{Kz;GzMWpcyWwG7AJ@MI~jt(^hUA+qXRm)Q1 z(+(gij6e@~{_m9BJbed;{L^F{60n%n-f!Wk+{C1H*CnHg&lN% zF|t`m0t3QB%SEtq*XW)lKgNw}mxywVN(kMN>U%u z$!HZ>gAK5RUUsJ;+8+u69@J1pIT)?#>U(Y&Yk}tD-}QP@Xox#%;kA7pk#mw%`CW#Py&djVApFC~d78!#gVB-p2)@ z^yF0K%k6Sndm`xNRCmzY*bTZ)MiIzRd}7X0D}h$B$-`nend@r1YzFM+Iv}i!F9?91 zrWR2lA|gbW;9TgN~lMBn?{HMh@bipepo=3~U%c#BCJ`F27FNf128v z8O4EGJ+o2v0s1d0b+*GnLr|%y`qbSb+^k$ZR9{h~LTUb#g3*Siio7vjBc0VYho$*^YVfx{~C<{dWg3@L@V=4eAZ zbZI+{JEv(gR}Cn_WdjiTV!fk0*uWH_93#N8g_Zm*F|}^X(DLNwF6vNvB?UHx2pmR2&gcT#z=}oGOTlG+Z z8@%wj-(%_nNit5Xj@-wzEzwCJv?ZMfSD{G$3ndwf9c_~Fy<$#qiGm_#(w3U<$$JUr z_CO@j94;|sT%u)lP<*^~w%mt#)#ht8zcRL(W_D#a`T9}Gp@Vx6+L|!gS^`hm`Zk~P zlLNfV`~8H7dnQAs;S<_(Wf$`WWDgg-qu`YVcq4Bhh4|}=i{mQ40q)oo#9Ol)1~tc; zLiKlBT?rZ-&b_XQae>oH%+Yq*rA}7a#tJb!VemLc)uf3gEhimd%-0yS41;(YSV<^X zHKNV(tdbRq2cSJ}JY8Hm7A%L+Ew&R8^=Hohd>2Z4dTOt2+rsgj^3~{AKHKXvd)8m?Y5R}P3{*#eiB8vbxZmYj< za}rt)mi6c=qyGYhC(r^CnGE^1PAD$dMWYMNW+#?FBwmj|Ap0AVByFdk&hzZ*HeMz~H%bjOH1pfsTdk)!u4=W|TIqK^-RQ#wYh{sM7^gGME+r)c(B z5C((=h-}uXIp9a{;UC$Dh2KdtRtB1tFOKyUD%AP-?)ecQTBDd0-99^gS(^WJv)`*cl|N z5}7(JUNwcUEpc#sqcJ3DX_{D46^O?p3y@&_)iEjZYapZ}{p=M2Hog~x2u-C9fMx=T zn?geUY8*&XsIJh8H*it{67p>1LWF#O;X<+2Jf9}idyH_H=>a_@VdUjp5p4B(-ql;?=*pOv+DfoIiK&{`CMtg5j-UMvm(p+p*z6 zH1oi zAfR$+zNG_aJYba#Fd3W-=*)(-C{T<@t~nP7EyzKE6pl#sAYYgTA?lF9=bwb3K976F zq3p|C4{M-xGEL{39T8AU{kKE`?U<_f(k?OO7hb|Vz3k(ZX^%VKNM;}RyL8s1QM63; z!V}Ia1r<91@dfW(ziyo`XOsm0V>PDu5qNv?$0;Ik;=js7PyKuM_~hq1-lzVraHR^i z8E<(0Ux;POS2a%rC512~u1>{p5Tv={lOv3vGGB!AH=2lnKx`OXuE~W^)v9-%(--jH zzN7zOJMZmmTg?Fn-d>Kj#79MO*z_IS@R(CT3l@d$XY)s;wEqm72jqrKMGVC4k{&IMf$^OKP%e9k915+n_Nw}ws$e3b_+(q{ph(3P>%}d^s~Vm z4W9u~%Z1{#zHv;S#X6=uscZ%9xu6!@k@G<2=4|NL%8CSSjC8{0JEOs7tK3IJP?3HL{;rWm zH!0B_+#5t%W_Oj~R@vYoT1ae^^v%-|J-om+<2q#*wN|=W!K<_{pV|0^V7oAu0G4pn zF2jWOdde_NRBvA>INLMgmpZ%`rK^komH$!&5u{%m=GU>D+bfoDX3$Ss2z`tD6Syn& zQzvHi?_&qg${(wIg)Dlw^MnrP3k zwU=qC4UCA`y)|V0ns?8MU6@;02)Q%O<8~%{96m#Y!_IRp;%?G@KP?9nVpy-4mga2= zpv*!;I%nzt2q&QwxTz$vfq{{sI;1~`EoyPG?GVBCSG@2*wqvaZniUqstINz41Gekbst%<%a6@Z&y>) zbxTRQcJRq6?A?pdYsJ)K5os~#ywrZdAm^}P8s1Bjcm<`BzbjoH!?pCe@)r^D$)Iz3 z=vwce8g^4g!HqvZYF7;9cb%@b&{=Z$sa~W)iqg!>KAFgc*)$(W$laMTB>S0JaC#NO3I&0;+3<{;^n87O-1xiSITOAC z_*{8~ULcY-0!1E_bHcHKrtS>3x1^?CH_>oY|MW13qW0IUAZ|Zm_MgHiIL(7qA z29*^*u}~OS`XYvo5UYu27bcGHs0($FX;>Hx6eLJKaqtT! z7cJHig+dg$0;%66Mze(BSSSNch^Us=#qTO=dM|t;f7&R6Kmyf|pCyGlFj8mJej_1k zElV!W9IVvjp{0|Sz2_srclE%FY=v%7&HUI``0+bmh~fc&GKO-%?w7>ig)p;g$q~>S zNrMNHg6N}xikpX05kdtR6Go8d2T}?;NpG#rjswD4YwsbPazJ$ z$u2d5`7G0NQRb^cd)rIKpnfa12G}?VmSrs<uWVr z4yP6lM-YOF&1vT1)m{r^%!Iq@IImT&(X)(aul@YkCnc+RtQ<$JVG4xKrQOkc8-aG7 zJv%1T%hhk4C*zVjz$KgCw>O7>e?bCcY!t0E8~axJIKj14vq06z;kpkHJ_4;VM`B=( z)nFNaM$ISgDmQ&ZMTzwNMytPjCe~l4gXnV++VDDLw38{P-vdxHI(M-DN(jA2epUnE zh9O_VtPi8N2ne3NIwn_#in9By7JXGlwy9*Q@?fC!t9V9OK9W$vY~C3RN~amm#Tc3v z3L=i;a7TH>8%Ec*niPHkuSwoec2Vt4hbHds+OfJ21)FOPaAX)Y$MW0Z6nIHp47!XA z5iNQdbm%509v0h;W1u=Xu2p?&zJuPevE#)rJndO({=J>AH92KrTZ_|L_wNn5QR_?yNhmcWUD5qQ0htZc zT7`F%eefVM%61nGaFa?`CkTTLy=DK7@%-Qi!?(i*VK&=uSrdsa+Xf%8qN$}$A z)VeflmAsP&cS{IRCqoSv>?9&Y=l-e-O1{Qi5VA%F&Le>Oaxr7Z6(^)~A~+$djY{I| zc73jao7$B1%4|6tNDfs@Vf^26*9%Y4dD@5VwJLLB5B#f zvyw*Yx5i@=6*Ig;NeG!w4=DP^p{VJyq7f;AuKS;ANdb|p5A|t4Z51=M!NW@f9)0X1 zp{shY{r!0^@06oxRTO*0nR3{zJ5ukPXxt_K;4l?C2P2?^w~O3*BUT;kuxmNwTxP?z z#cqE5K%1(1qzISfw{-ZOyCH9^#{L*_1%nfV!L?L{5gJ|D!^A$JJX6hSP+Mq)X}=u6 z`X~tWEBH3ymHDk2XPE_^ezU8~_h!0*x)TO^Eux)gKK=kc*Tllpx~)&R7{Jdlgl-X^ zci@YgQ{Cc3`K5@T6P|6D9#U%^pA%*b<-V&h2)Z$Ocmq#}qiWUE~}iQdEPVEZzqcCnpt*CI4-s>PU2K}j+WY?z>u(4QBm z?{W5g28Q6l$s_DceF>X~M@a^2&=qT58PAlB2Fj~OHo0u9fO>WXLl{wn=WphJ+hURz zT9i0u#Q(xX_f6XlI&Y3VZeveH&)`Ty*y+R6D{6(0@Fj~2uyUEWO zSFI59&Y~8R_X$PY4AidSp)@bRfs4_XNndEFf)#?ULNr$pl!?)aZUPhuBwo0Qe)6|k zJL#Ki^ERGcuW4taFkc5@o_QdFMGAK%lkH?sBcmp zOEv6(DXQ4nb;lk6XqgeefRpXts;a=xSU8kO&{E+!7EFyEKrw7+vWcS`28t;@Q@^}- zW+X%-?j6`z082>^mX_f#Bp%g@LTaYvJo3=v6fq4EEpM+~2JBrCEBA=JdUH)om-UmN zYBlOiH(K<6=upP(>f2uId`OU;?#`KC`_TZ65j$htD|u#(*RmNFU{U7l^5>kO4f$0) zhc-z%31-C>2A2pD8Q53;7i8dO<47?c?fI9HI3Wv(3=cbs?M*L8kiLY&6u>CgfA#_H zSsDj81}_VEx7V`_WU~wVc|U|qOXMb>(C%U{hUtEMXGR3sUCpy4@vBtrv;Av_ukn)m z?`x5sMR&UEGDqe+hpbk%k+tPB7P_TkW~MTodUbW(H1NuT7H+X|K90QxC%*dreXy1@ z31ki@!^C71GSGfi)KeGcnQ4*f3ib4xBsD|SNhjmHpZ%2r)NQr0Pk{l^ z0wb4sUg__>E0IqtL}dRn*?k?)s|2RNU6D3NVa)61_3L+Gmf*ToZ~pBfl-T%*lVPf9 zWWnKooLvO~U_(7BFXDGuc#jY^ig5ztVLRpo1%PJaVS-vhO6r0bp*3>$Q$5Gl`YA8j zLnplrO&f>Tt~>veVXWd}hE+aCl)sPxrthsQKAZnb2J9E>U`!&^hOy+B3h?-QM%AxL z5pz;GMC7>&MR$wuFiPoIx!KgX5*Z%9Y26jt10HzoltNZOQW zm5dJol*7ES5@Rhd%$f8peL>Qq*16tSS5>X4$ zGr|JR{cGu>dx0Gt7t^}mC+gacize&u9MczchK*KmEzzmsbbLR4CzQ<~p2md$9*b*} znNAw^wv^_YKPO_y#dd%qx2vO#h=ie$GT~E$ytoRE?#m7{@T?fBurM*TIF4%Oa2TrS zuEn1xBV+W+-qtgbk15W zd5UZ;-{6$APmtTJ1Gg08KhHK6Co)2e#-5*%%j$J3vug%FF8su>c95FNyDwQp3?2p& zj$F?up$zxFHInGHrhv?e7`{~M+6~4n#%F(KfD>PXjMOM~U{JW!xFhnD3NPJ{?X7Rt z!s9Cu27&x}6%k8pZ$s+CG9tg2cAXiDPEU55r)KeQ#g%6_&!7{xC!^>W`-@1}%0}aZ zde90UJL8jf%e98ZUduOno+YhLIt4};tOwj$ca2}BaM3EgYgt1<_S{7ZWg+#*-;u*VHtXs<%9k#c*WfU!wur5bO9Ek(CZrgg-|*ue^)h8JbG0 z<;yAo2JG5f4KpyZ_#%(052*g&f?a5%gtG0Sq%_G|f}QWuV%v>CL>N#Dy5rozo20(h zLn#UrvtMT&J1sgG7D@zuv#jOzP6*t-O_L$ofgdj*%J=B9RcrCQDkDQLPuf{hU@`Vb zO3JODE*(6{Uy<_3x;x>VF0%g>UtA-8T2Q{?(-N~SoTsN>V^|(!IhY%^Tr%}2pznpx zj-D3GbjsdCqf6j(ROMjZ0E%eO))T}{e)>$K0fQ1N&rkboHHfzl&C4Aw1j%(2Q#PVY8_m(mO99G8 zxR|K`T5>kTO+Ei_Q{Dw!?0!@3N^-8l{3D1ydm5!5e0n6w@45XM)$;zU7M#*efs%1M zpTT>B1HEi^LAe-5^R|RKYZ<+>(%tkJM@Ay(IDHeemd(??Xt33ZuCsw^j18gbYu+o* z=YU0liLggMc{|?q7Blh%YQ;9=41;!$7xHD!?!*d5RmiyY4^H7JT43YmusN??X#F@G z#eh+$jJTz5h8ETGrxv7R*1W~M;DHwrbodQ{Q`SN2+!=NQ*>`l?UtK5;XNwhO>!Wxi ztUoKBT%)d?UIyp1gvQZT0A7>1KKfT(4jb8!k(Lg8e*8@Ik4c2sshWZ++pBAqOSz5h zB5=mNcLx%V$pcf&ZWvNcl*ARubc=Y_frDaT64WQj(EIKe)aEQ}Yy#XTv~!JK>3VLA zBXn>rNF3$GxLp<=Uck71*yZ3}7f8ns&*{dPe?w&pES1bUr@3Q#jg{7_{k}ShHQv zoD;c(=|m5nxFvVWXMm6(7r-W27{^?;Xy4-H>1wm+15eudbUNPNq&92{Oa9(~7ad4oXKI!&*%u%`tS@d}5X_E8z1 zi8-*#7vZ#2W{%3P+}+gO>hhUI>_-ZX$<0s?QYPy^tdW6V0`TGah(pm4%Q>$8Hvs{V zbpgnyh8&&*C*6HxF7+ph@Cg|lU!*E1SKjASA7)Rsf58;1CYvi;LFYjw| z<|UjnrYu&hL@e)C^F_VP1`6YJHv%k-IupEV8_96;j4R{McWHKx>&IJ_i+F6+scW7I z3LP`raGG$?+U?6}&u})tcZ@Gnym_{2%Ai?M*3UalQ@kEbm}|PG7{$NCyfM;8mU2jr zIjfn!=yA3c6rFh|>n55v?|a7cN||?O-*6t-@`hW`EoTaz#KXzrsb$mO(^7ajjsAGKLV`D~OD`M~)@1`B+p)_=SVi`t5$Fx&Or8O2X2ItMqQac}O zmt%l=p15t9_l!Qd>USu~mi>GLxFZ-drGq{sv_QV))vh99FIQQVxj>6F&RVgo5g1cG z+73hBy{DZvDd}E?rnSf#+S|uxIr1TX?cDIcx!=Sp+T-tG5=VhDTokfI~(roLK=j zJX)d_UN>f?FbZEUv+71pe!opl&JDs=<|mAqz@*j#KV}K)>GcmgkwiLw#s(*uCi!vt z^4dXQLe`aOOs^Olh&ZG*rWV1oue;SIqDgL4jGLH=-(IWS%KweH@qQ&mbaua1 z=OaYjRA3EDI+y!P_iI+-HixM=A5|bNLJ+GcrnJ}^idrNw#3&><+_1v2ZLf9+a*>YC z?O|r{n5Rn0?7I72AT&59%* zr)l6}yqY|ZGJu%^+-cpl$HXm5`3b-x2h@ai+eP$U&L`)?w+c}@@xpz=t=^@;S_Cl9 zwy0|$s+3x~Dts{XD(A`0nb-T)fVH>@zV!`upL58FTYluhoD6{Tq3V=(GvixPoEWQ8 zdyHKeQ;HO>-QaRe@Uk3RW&4mXlnJk;>5nif$X5NC3e4X|E2C;Z)TE85+D@?xW-YcU zOHw#rUioAJckTX^{!TvhJ{JPD^7im80+tHCmE*Ar&E$6^mVuX zgarl$X0G96DX=v#2Shi{@1}B;31m%Tte~0*Lb!}M_PxaJD6!>SlO}S`(@G7WRz&Of zrwEHGs@sO^EUCrvKe-g7GH8_;eTo%wRJlt@lBQXixIEXV6wPfjGG7I~yClYgf_r(v zxjLwQ^ob3_tX%Jq^iUOki`%)kRN6Ng<#lsy?MZl?pmRNa5%n)hp2oc~X4 z=NZ=Inyuj|ii&_JA_7tzrAV>SB+?Yz(m^Q-QdLT*5=ZfGN2t3nBZ~*_ zAXmb+U`mwzmbp=7fZ*z$a&r-_nMqChl5U{0=(#FCe2~*f+n&R_FqDwD_#86d{ymEmKC5}j&uqDwZ>5w)PB@VAl#PZS~+yEN23aClcI!SKx7LIcwNkk;Wg^c!(IJsSAUO9Tp+{ zni6d)Fz69u(MITtC^wC!%NKAnyqxYGprzARP7S-s-no*&27sX|^&mkR?{!W-Uf!q) zp(*iUoc}v{$vpilV;DE-t=s8tXiU>f`Hev|bP~=a(a90Q&=Y@c=$wfv zjHm=679*_XXrRBxeiCPOw}$gxPvb|IK)M`C z>wzdPPeIBUTZnXG4Qmk{5wAZuLOK-F+(bt!PWW6;1eBW|fctpN{m3kpPAh*p|Hw>C z>nRk)d;hK0$@EdfF6mHA`ixDU-n@0o9PD$(GP3KYhbRJiYxRHk@Wx5DR@5BWea>W7 za)TC;Cla6Hi(~O(W))+^1Dx%{lUzzzPiv^{Eoe=ADEcD{dDa-89j6@K-#PP1P07#= zv{*}W;?sSibTc{*#E8s{n%{m@<$2WT`o_#%J;i84R9CzON@Ga(g!7~BY?JfjHi-b= zzBeP0>R!Sv0^$;Qg~}L6g>+=y;=Q!GJm!dbFUS+nH{N+!B!NO}ZIG@*)Zol30~PCB z?XjT9o_LSxV$bCyZ5eCVRAp=My`4z;^(N(MU%OQ=dtg=q_1wm{-bDye_RLG(+2n_? zNbBDZes0$GR;B#gWum8TOS0ddc=We1=0W1s>M?q&AxoxsIWC^g9k+i%3X65hRxiT8 z4cDLC`k@Cghq%S;dpl1pXTOh-c=_89?#iC^_c^Zv#8P`&nnv`^-9 zd)Ir&+P4*FA8DqN3CbbTC()J+5b+$@&r&@@DJX6IfZLlo_jukLwSjo#PUK8tM>-x(kSA$pt#3miI6}o??TM789c4OtCy6w$< zjz2daW{GN7PY>=4`sB%y0hc+3!u4l12-W!;>^dKb@~Dk4lNRCIJg zg$+nbOVfQZ`JNyXcls-@T=+XB|4 z?;=1_iExg#t8Sn@$1`;0g~M@p#U5x+2i%Yz1LGSU))rW20Zk8~7^Vzh)4larwx5@p zgH##+z4OdG8wHAUa>-xXpDUixP6?QL`JaRZKQkEqA>v>Z@X*}$TlJR}gX*17X&$oo zkZ|qN3^TvRZIR3?DYUIF^?=1Grc+ye>w(L%pEp4k5jR~}T+*Dmt z1JIw~$lu<4*^J7&3hi~vg7bg5?W^+oIMq8HEIKkk5mCcK6ceb`nfDC+O@GK4YYz2v z@_y^EiTt^^sgp>_`TWIT`mZrVCF|~R%#2{%8Bz2fV=(nQe(8%rME0L{acf<)9q|zq z6%EN_4Bg(95J*f&=pUJ_Gu|2%)xNjLdn|KYF*b@V_{9qz7}`ca>eI+PxC?qZt*x!! zpmRJjkd!nuA~mu1PjT}BX8rVxhiz)slrt*EHC(6xaG_3+~5tKKij zlA%~v_w{mhRMd%+j*d&)-o9g_Do^#z53ac^l;a=!S@e0WS{!J-x8_q#(;ifB$#?={@vywlC*p0-!IVur3+4 zU2iYJx;e-T)es#L4D^D{k7529*$^YC3FZ~sCC6{I`w_ot4>RA6w#T5Ho*{qj_ylJ6 zY8W$u9)ed`xM3i`|LiLP9|y2tgdu7mED*u9+fdS;8A9*mDkMk;WbR^iw|BIGrMwoo zqe=8a-v@fYZ9k0k0x%eX6?i7z zD<2*;fyFip#sd+}FKOiOyvxx5vKbPg0j(??T>GjwZzgYTRRUZ#GISu%j;xm_Xf4HJ zR4Z;?d<>?a7fAIL92~5M(M3@l9hzHF+-GtwPYN6w-$9Y7qv973@Cj(r%&p_+LWQs{^%7!XiVdx4ipAIuTjsQSZoGAM+skl*zUH zvl9qc0G*+z<;zrWWe|AEqs=XBU`jx3E#9A2+c3M0b!5X{!)X}h&jaT zmJOEB^c3VVR%C+pzW89oyOmZ+GnA8o552m#f^j?(4lOr@_A)moDd({lo-mkbC%5r4<$GW0HAD#JP-dvkc}KO@jvL;K+O2PvlLmZ|-w63~RKb7b z2?-t_{bvW=T(H9w119^phzMCHdRz+Y_~lW$2E{4S!K%-$x2VN7w?e^4v*Jn{+74t| zzqY@VZhkqRAEYYeYvwRl8F?5gt2s9h7d7%|37S*8*`r;ABU1V> z!xObtObBAPm<-5=g3$;W(3wI(CuEeIoQ(IXr6dUg+TiRY%Dc^U`Mv^U{I8+t&3m&}CAEjY`9`PFWT5Y^SLPPQ!42XnJ{cy6| z^zVT3WQ9+<1@FAxt`$Ht5rg7y6wjrA-PUy;jqwb~W3j^23rsx(Yj+b(8!(;je50`a z{?dzPCY1p-h`c?abKp1a86kfMOq`W$Q3AjaTOp{8hdi21E<_4$LyyiHSg?E;J4gjr2AyXIFU;RdUv&ljiaDsr z_$uuoJz(oz1w^A|k2h%0ER>!sNw-woTK{Mgq@M6~!Ki(>C%ufi@G(9ReO<_SbGm8>7<|~TS2R&l8TVMN_04(RI-n>on_q=T?bK{V(+4< z*3`f~`p#C-=hsbbyng0eohT*N7_j3$gs*ZmBQ=&}5q0&jwCkM$E%nT*P)3vbx^mJ$ za#ajdY?I5R+f<{w#=()|oM-sHfR^zWj9!i7vd-cB%cJp&Yvh&X^ro8FDpgwv4u*T% zLhCwo*Sjbs)2jjvlc#6GAOpkx!GBn)Vlj`ZjQbg!H%@ekS*7=2|2QW3pnGio)2Rxv zDpyjmJI{{=GI8iIYsCp4<~rreT~-so{2 z`X-g3`#beWTUP>U(=btoce^~U^4B#tyT>bB;m{3`zd3O`(o|zc^6bL1B$pVEieq-y zvud)nc|exU+NbBikJJ9v+^ltCYR)4|%3jpOtRnU2Ov6qlaF}{n&~Ax00@T?OeyyEeo7=!o+JQFwc3!xZUuTc zKHn8+8IyMz$EoujwxZE4AB!=ybI!=?1|z^J3x5T>rKf{QO<%KNG1+K-+r7HvCLf!) zVCVNcStA2AcoIXlp@FeQK@I51fcK&Em}@WQC)GvQrytmuHBpz=e_$Kni;@R{kZ@9cMK!j6QUu!)e9nior zO^z4mB-uiUT$?-Jvd;`lKlAc3*GnjsVxo@ZS8!lLQ#*8R*30^xaB?4^_WrS}UkKEc z3`20M@>~os!Ch(qxmsSh&Afe_h`OaNCGb)JdCU%x%cF5DmoyC4Q)+V6Up~CAF%z5D z6vp^T6%g73cWFPlRpJcH2;@T^)rCpn=s~ir;LOck3guCHSjGE?s8>Y+lr~Crpyk z_634KN$xO6H>bMVJC54!lb-b@S+}Wt1kk`#0c>79)>DyB-)E3EFw*Dx_1V>{3qQuZ zBp^%zQ_1WB5!~f5r!AoDku4p7evc)&#L}n&mJjI5IM^2r`5##I&8E}a9{}YNNg;Y6V=+B2 zol(s-E?4<>c<_ebx(B6V&w8Q6a=fVJ^F0YJ=h9?N#4v)&*b|jtFtzsgop93SSca(C zp|(4*Z3jl{kjb^&(rN6xUo#9`tOV1Xub1g5j#H&#!Xw(2RiIlzE5Z5jreI*gLjNfQs#S!H76kVJT?WM) zW<{#-keknas{_sveD0vFCDYq(ffO7MGl@@No)X-}c;p2%*=u*Q8uGv$6@fBP$O})Q z)d59@Cw;iBD*-gFsrCX?C&E75uo_3;)~~k#l?THdY=>0_6%k6Z&}Lc3a~s}5@UXJ4 zKwn$L#A`9^&*iQrK}fDo-13sE$YkF}@;K!3Vvy|RfuQCEgKiwlXV8}lAy_VyrTP`# zN z5Uy7UNZ2cNUf~uEY;Ci8@AlZWLdP&D=)%k>4D`a0Ja`o`e55uYi>iY;pIYvz^&8Ct zHE4j$BB)cFzfa~j&L`>Xl>oZcAvnQz_aq2`>a->xgK`)t0U2enU_5@Jue7k(7$&oC zJmkRKrmddJ%DL1*P-Y&701kHiNUdSWsm~4t@U#DJ)p?MeT@Xzh#bED3G%N+U$jXpf z;4lzx!y(fT*-gt11+bEynsc=Ai{#2%s%^FS4j<I}{ilWov83eH z;?G`V#bvNO>TTaBQr!S`DD9?7l{lPOa>xQC>=^jRsq*H{-#i0X4NjIUkIQ* zhRxET;Xv+l`|(*RqqO${dP>8DA&tgCw+&%&7-YCZm}>6Z(!MOZQ2HWEsCXT05E6Tbf({jlz=3-Azx2^IO{Nl z?lkAsQ7&oyAXOT1RnX)~)v!n7%%e*YpABw%-dH_lG^X0JQ-|uuUrc(?YOKr-dFdC~ zg@yxMT=xFW<1Z>fn5G0ah_`(?W>5JIT2k)UHbjY{hlc3mx;JnA+fQx_LN&E8{9r;2s3wIHOY40UJMIYK6=qHmMt7t3B#51U^9MgC9kFVKbhJqC=fQyKQM40Dfp-3; zpVrQ#peBP&+wxb^>(3#!4>=lTV^Cl$pp#^%6ANusy3S^d+50-8&|N$j2r`cPsELDRvj)+fMT#u=Wn>kl&aZ<4U~^w6u(v2 z-e$^w^5n?@7a2bpYLVw9?vSNd)ES>m8?L-~xy*_5bLu_tDVC9u1wPB_npJ9Z@}iu5mR-_l6I+ z7xpbf9x5?}QTm6ZBsVi$t_TA~OtF=1!;^&%_dBtQEuUQ_vm>kD$TCG?lEfbtubO?F z;;m_*+XlH!!Vx&>1dbqeEPN76ABq{u_0o>I7=xCb7j{vcmNRi_)9td)WB0ci*3`g~ zPV(DjaI&%C+?n(ln#$9`IKyWf1$g;A?V*wx@uA|OWXhdFkTtvZexw_9?!1ZM2e)RB z&bVLmUGnlRawQxC11zqk(c(7I#yZ^&69APsE82%M5y|$38O6pHJX1vml&c6s7iB&j zqAB|lqKNP{rR1tPXU-`$WS#jIjccS6cXkb5EimBynl2fvM;-GPyW<9xsf->y?r>Up z^plIrx#fiCTr$?rFIXm*f;Fa^!})N++lwNIRXi`<|LWB%=_)A~fMi4uRP8-gX6nCp zgur5sb=GR~aRhi^r;gtE%yo{(rIdjf3D>5~;0AX57@21u26K?RY8n)y^372Vhz#Pi z0{W6+q#yALagJ<<1P@7G`A9`@P$NSVIe(qynxR<+&UvgKx*uwC$K!t3LH&$}5NY9e zXd3oL+{{QHX^ay>%lS}e2kKj1Ha0dsLQ4|9Bq2}ycvB!PAN3rG7(A^|CGODNYzxKq zoX_U658s{E(<d^3WNyG7laGVMsV=x!igS;QyF|lQ>#S zA)po4b`>Htl6vux<_^m0vs{BeAu39->wJy!3|sg8xaOn_8je&toU1lW9GD|r^P~#& z+z_gSk3i8+c^u9nm^e{g*ydYMwqG_6d(U#+;eg`L>$fC(E zZ*}QqVe~zZ7{+6ikG*iXT3S-f?qCfW{D^r>6Q@-eIAGZ!AEcn7UL|nLjbB7k_xc@E zJ%p9pwg{A94NNf}wTFT{~JIG*2})1WlWB(l4e5LMh~S o!M_Qw{|lS@A0HE7Fkgf=_mL^}iT6wAwuXz!moyY}E}B00FX8Fm-2eap diff --git a/benchmarks/README.md b/benchmarks/README.md index ec0d8d59..f705db9e 100644 --- a/benchmarks/README.md +++ b/benchmarks/README.md @@ -21,6 +21,7 @@ Quality and speed across all methods. | CodeRankEmbed | 0.839 | 116 s | 16 ms | | ColGREP | 0.693 | 5.4 s | 122 ms | | BM25 | 0.673 | 47 ms | 0.17 ms | +| zvec-grep | 0.670 | 4.0 s | 386 ms | | ck | 0.642 | 96 s | 187 ms | | codebase-memory-mcp | 0.630 | 454 ms | 46 ms | | grepai | 0.561 | 35 s | 48 ms | @@ -71,28 +72,28 @@ semble returns the top-50 ranked chunks. `ripgrep+read` splits the query into ke NDCG@10 per language, sorted by CodeRankEmbed (CRE in the table). Best score per row is bolded. -| Language | semble | CRE | ColGREP | ck | cbm | grepai | probe | cs | ripgrep | -| ----------- | --------: | --------: | --------: | --------: | --------: | --------: | --------: | --------: | --------: | -| javascript | 0.917 | **0.925** | 0.823 | 0.772 | 0.770 | 0.675 | 0.588 | 0.171 | 0.176 | -| scala | 0.909 | **0.925** | 0.765 | 0.717 | 0.704 | 0.330 | 0.392 | 0.111 | 0.180 | -| zig | **0.913** | 0.911 | 0.474 | 0.511 | 0.766 | 0.755 | 0.369 | 0.121 | 0.000 | -| ruby | **0.909** | 0.905 | 0.708 | 0.738 | 0.689 | 0.643 | 0.382 | 0.255 | 0.230 | -| cpp | **0.915** | 0.897 | 0.626 | 0.687 | 0.630 | 0.731 | 0.375 | 0.262 | 0.126 | -| elixir | **0.894** | 0.893 | 0.808 | 0.786 | 0.506 | 0.669 | 0.412 | 0.397 | 0.134 | -| python | 0.867 | **0.878** | 0.777 | 0.721 | 0.643 | 0.634 | 0.488 | 0.305 | 0.202 | -| csharp | **0.885** | 0.848 | 0.614 | 0.548 | 0.775 | 0.277 | 0.392 | 0.248 | 0.117 | -| php | **0.858** | 0.847 | 0.663 | 0.615 | 0.608 | 0.402 | 0.340 | 0.180 | 0.123 | -| swift | **0.860** | 0.845 | 0.710 | 0.672 | 0.630 | 0.429 | 0.280 | 0.151 | 0.160 | -| bash | 0.825 | **0.834** | 0.706 | 0.677 | 0.768 | 0.723 | 0.226 | 0.170 | 0.000 | -| lua | 0.823 | **0.829** | 0.798 | 0.738 | 0.591 | 0.699 | 0.336 | 0.050 | 0.000 | -| kotlin | 0.821 | **0.823** | 0.637 | 0.587 | 0.611 | 0.478 | 0.335 | 0.170 | 0.166 | -| haskell | 0.765 | **0.811** | 0.683 | 0.733 | 0.624 | 0.483 | 0.313 | 0.160 | 0.000 | -| java | **0.849** | 0.790 | 0.641 | 0.606 | 0.554 | 0.386 | 0.536 | 0.136 | 0.198 | -| c | 0.741 | **0.771** | 0.676 | 0.606 | 0.655 | 0.555 | 0.384 | 0.175 | 0.000 | -| rust | **0.856** | 0.754 | 0.662 | 0.419 | 0.454 | 0.519 | 0.242 | 0.193 | 0.162 | -| go | **0.895** | 0.713 | 0.785 | 0.458 | 0.506 | 0.722 | 0.410 | 0.183 | 0.133 | -| typescript | **0.706** | 0.671 | 0.430 | 0.456 | 0.455 | 0.394 | 0.354 | 0.145 | 0.128 | -| **overall** | **0.854** | 0.839 | **0.693** | **0.634** | **0.630** | **0.561** | **0.387** | **0.200** | **0.126** | +| Language | semble | CRE | ColGREP | zvec-grep | ck | cbm | grepai | probe | cs | ripgrep | +| ----------- | --------: | --------: | --------: | ---------: | --------: | --------: | --------: | --------: | --------: | --------: | +| javascript | 0.917 | **0.925** | 0.823 | 0.760 | 0.772 | 0.770 | 0.675 | 0.588 | 0.171 | 0.176 | +| scala | 0.909 | **0.925** | 0.765 | 0.799 | 0.717 | 0.704 | 0.330 | 0.392 | 0.111 | 0.180 | +| zig | **0.913** | 0.911 | 0.474 | 0.664 | 0.511 | 0.766 | 0.755 | 0.369 | 0.121 | 0.000 | +| ruby | **0.909** | 0.905 | 0.708 | 0.758 | 0.738 | 0.689 | 0.643 | 0.382 | 0.255 | 0.230 | +| cpp | **0.915** | 0.897 | 0.626 | 0.677 | 0.687 | 0.630 | 0.731 | 0.375 | 0.262 | 0.126 | +| elixir | **0.894** | 0.893 | 0.808 | 0.811 | 0.786 | 0.506 | 0.669 | 0.412 | 0.397 | 0.134 | +| python | 0.867 | **0.878** | 0.777 | 0.704 | 0.721 | 0.643 | 0.634 | 0.488 | 0.305 | 0.202 | +| csharp | **0.885** | 0.848 | 0.614 | 0.609 | 0.548 | 0.775 | 0.277 | 0.392 | 0.248 | 0.117 | +| php | **0.858** | 0.847 | 0.663 | 0.583 | 0.615 | 0.608 | 0.402 | 0.340 | 0.180 | 0.123 | +| swift | **0.860** | 0.845 | 0.710 | 0.709 | 0.672 | 0.630 | 0.429 | 0.280 | 0.151 | 0.160 | +| bash | 0.825 | **0.834** | 0.706 | 0.725 | 0.677 | 0.768 | 0.723 | 0.226 | 0.170 | 0.000 | +| lua | 0.823 | **0.829** | 0.798 | 0.736 | 0.738 | 0.591 | 0.699 | 0.336 | 0.050 | 0.000 | +| kotlin | 0.821 | **0.823** | 0.637 | 0.628 | 0.587 | 0.611 | 0.478 | 0.335 | 0.170 | 0.166 | +| haskell | 0.765 | **0.811** | 0.683 | 0.689 | 0.733 | 0.624 | 0.483 | 0.313 | 0.160 | 0.000 | +| java | **0.849** | 0.790 | 0.641 | 0.685 | 0.606 | 0.554 | 0.386 | 0.536 | 0.136 | 0.198 | +| c | 0.741 | **0.771** | 0.676 | 0.598 | 0.606 | 0.655 | 0.555 | 0.384 | 0.175 | 0.000 | +| rust | **0.856** | 0.754 | 0.662 | 0.541 | 0.419 | 0.454 | 0.519 | 0.242 | 0.193 | 0.162 | +| go | **0.895** | 0.713 | 0.785 | 0.512 | 0.458 | 0.506 | 0.722 | 0.410 | 0.183 | 0.133 | +| typescript | **0.706** | 0.671 | 0.430 | 0.476 | 0.456 | 0.455 | 0.394 | 0.354 | 0.145 | 0.128 | +| **overall** | **0.854** | 0.839 | **0.693** | **0.670** | **0.634** | **0.630** | **0.561** | **0.387** | **0.200** | **0.126** | cbm = [codebase-memory-mcp](#methods). @@ -147,6 +148,7 @@ cbm = [codebase-memory-mcp](#methods). - **[grepai](https://github.com/nicholasgasior/grepai)**: semantic search using [nomic-embed-text](https://huggingface.co/nomic-ai/nomic-embed-text-v1) (137M params) via a local Ollama daemon. - **[codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp)**: code intelligence engine that indexes a repo into a SQLite/graph store. We benchmark its `search_graph` tool in `fast` mode, which does BM25 full-text search with structural boosting. - **[ck](https://github.com/BeaconBay/ck)**: hybrid regex + semantic search using [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5). +- **[zvec-grep](https://github.com/zvec-ai/zvec-grep)**: hybrid FTS + vector code search CLI, benchmarked with its local `potion-code-16m-v2` embedding model. - **[CodeRankEmbed](https://huggingface.co/nomic-ai/CodeRankEmbed)**: 137M-param transformer embedding model for code retrieval, used for semantic-only dense search. - **[semble](https://github.com/your-repo/semble)**: this library. [potion-code-16M](https://huggingface.co/minishlab/potion-code-16M) static embeddings + BM25 + the semble reranking stack. @@ -279,6 +281,18 @@ uv run python -m benchmarks.baselines.ck --repo fastapi --repo axios +

+zvec-grep + +Needs `zg` on `$PATH` (`npm install -g @zvec/zvec-grep`, requires Node.js 22+). Downloads its local `potion-code-16m-v2` embedding model on first index; no API key needed. + +```bash +uv run python -m benchmarks.baselines.zvecgrep +uv run python -m benchmarks.baselines.zvecgrep --repo fastapi --repo axios +``` + +
+
ripgrep diff --git a/benchmarks/baselines/zvecgrep.py b/benchmarks/baselines/zvecgrep.py new file mode 100644 index 00000000..77bf3da7 --- /dev/null +++ b/benchmarks/baselines/zvecgrep.py @@ -0,0 +1,204 @@ +import argparse +import json +import re +import shutil +import subprocess +import sys +import time +from dataclasses import dataclass +from pathlib import Path + +from benchmarks.data import ( + RepoSpec, + Task, + add_filter_args, + grouped_tasks, + load_filtered_tasks, + save_results, +) +from benchmarks.metrics import file_rank, ndcg_at_k + +_ZG = "zg" +_EMBEDDING = "local/potion-code-16m-v2" +_TOP_K = 10 +_LATENCY_RUNS = 3 +_INDEX_TIMEOUT = 1800 +_SEARCH_TIMEOUT = 60 +_HIT_RE = re.compile(r"^#\d+\s+matchedBy=\S+\s+(?P.+):(?P\d+)-(?P\d+)$") + + +@dataclass(frozen=True) +class RepoResult: + """Per-repo benchmark result.""" + + repo: str + language: str + ndcg10: float + p50_ms: float + index_ms: float + + +def _cleanup_index(benchmark_dir: Path) -> None: + shutil.rmtree(benchmark_dir / ".zvec-grep", ignore_errors=True) + + +def _build_index(benchmark_dir: Path) -> tuple[bool, float]: + """Build a zvec-grep hybrid (FTS + vector) index for a repo; return (success, elapsed_ms).""" + _cleanup_index(benchmark_dir) + started = time.perf_counter() + try: + proc = subprocess.run( + [_ZG, "index", str(benchmark_dir), "--embedding", _EMBEDDING, "--mode", "direct"], + capture_output=True, + text=True, + timeout=_INDEX_TIMEOUT, + ) + except subprocess.TimeoutExpired: + print(f" WARNING: zg index timed out after {_INDEX_TIMEOUT}s", file=sys.stderr) + return False, (time.perf_counter() - started) * 1000 + elapsed_ms = (time.perf_counter() - started) * 1000 + if proc.returncode != 0: + print(f" WARNING: zg index failed: {proc.stderr.strip()[:300]}", file=sys.stderr) + return False, elapsed_ms + return True, elapsed_ms + + +def _run_search(query: str, benchmark_dir: Path, *, top_k: int) -> list[str]: + """Return absolute file paths ranked by zvec-grep's hybrid (FTS + vector) result order.""" + cmd = [_ZG, "query", query, "--limit", str(top_k), "--mode", "direct", "--refresh", "off"] + try: + proc = subprocess.run(cmd, cwd=benchmark_dir, capture_output=True, text=True, timeout=_SEARCH_TIMEOUT) + except subprocess.TimeoutExpired: + return [] + if proc.returncode != 0: + return [] + seen: dict[str, None] = {} + for line in proc.stdout.splitlines(): + match = _HIT_RE.match(line.strip()) + if not match: + continue + abs_path = str((benchmark_dir / match.group("path")).resolve()) + seen[abs_path] = None + return list(seen)[:top_k] + + +def _evaluate_repo( + tasks: list[Task], + benchmark_dir: Path, + *, + verbose: bool = False, +) -> tuple[float, float]: + """Return (mean ndcg@10, p50 latency ms) for a list of tasks.""" + ndcg10_sum = 0.0 + latencies: list[float] = [] + + for task in tasks: + query_latencies: list[float] = [] + file_paths: list[str] = [] + for _ in range(_LATENCY_RUNS): + started = time.perf_counter() + file_paths = _run_search(task.query, benchmark_dir, top_k=_TOP_K) + query_latencies.append((time.perf_counter() - started) * 1000) + latencies.append(sorted(query_latencies)[_LATENCY_RUNS // 2]) + + relevant_ranks = [rank for t in task.all_relevant if (rank := file_rank(file_paths, t.path)) is not None] + q_ndcg10 = ndcg_at_k(relevant_ranks, len(task.all_relevant), _TOP_K) + ndcg10_sum += q_ndcg10 + + if verbose: + print( + f" ndcg@10={q_ndcg10:.3f} ranks={relevant_ranks} n_rel={len(task.all_relevant)} q={task.query!r}", + file=sys.stderr, + ) + print(f" targets: {', '.join(t.path for t in task.all_relevant)}", file=sys.stderr) + print(f" top-5: {[Path(fp).name for fp in file_paths[:5]]}", file=sys.stderr) + + latencies.sort() + return ndcg10_sum / len(tasks), latencies[len(latencies) // 2] + + +def _run_repo(spec: RepoSpec, tasks: list[Task], *, verbose: bool) -> RepoResult | None: + """Index, evaluate, and clean up a single repo.""" + benchmark_dir = spec.benchmark_dir + ok, index_ms = _build_index(benchmark_dir) + if not ok: + print(f" SKIP: {spec.name} — zg index failed", file=sys.stderr) + _cleanup_index(benchmark_dir) + return None + + try: + ndcg10, p50_ms = _evaluate_repo(tasks, benchmark_dir, verbose=verbose) + finally: + _cleanup_index(benchmark_dir) + + return RepoResult(repo=spec.name, language=spec.language, ndcg10=ndcg10, p50_ms=p50_ms, index_ms=index_ms) + + +def _parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser(description="Benchmark zvec-grep on the semble benchmark suite.") + add_filter_args(parser, verbose=True) + return parser.parse_args() + + +def main() -> None: + """Run the zvec-grep baseline benchmark.""" + args = _parse_args() + repo_specs, tasks = load_filtered_tasks(args.repo or None, args.language or None) + + print(f"zvec-grep (hybrid: FTS + {_EMBEDDING} vector search)", file=sys.stderr) + print(f"{'Repo':<22} {'Language':<12} {'Index':>9} {'NDCG@10':>8} {'p50':>8}", file=sys.stderr) + print(f"{'-' * 22} {'-' * 12} {'-' * 9} {'-' * 8} {'-' * 8}", file=sys.stderr) + + results: list[RepoResult] = [] + for repo, repo_task_list in sorted(grouped_tasks(tasks).items()): + spec = repo_specs[repo] + if args.verbose: + print(f"\n--- {repo} ---", file=sys.stderr) + result = _run_repo(spec, repo_task_list, verbose=args.verbose) + if result is None: + continue + results.append(result) + print( + f"{repo:<22} {spec.language:<12} {result.index_ms:>8.0f}ms {result.ndcg10:>8.3f} {result.p50_ms:>7.1f}ms", + file=sys.stderr, + ) + + if not results: + return + + avg_ndcg10 = sum(r.ndcg10 for r in results) / len(results) + avg_p50 = sum(r.p50_ms for r in results) / len(results) + avg_index = sum(r.index_ms for r in results) / len(results) + print(f"{'-' * 22} {'-' * 12} {'-' * 9} {'-' * 8} {'-' * 8}", file=sys.stderr) + avg_label = f"Average ({len(results)})" + print( + f"{avg_label:<22} {'':<12} {avg_index:>8.0f}ms {avg_ndcg10:>8.3f} {avg_p50:>7.1f}ms", + file=sys.stderr, + ) + + summary = { + "tool": "zvec-grep", + "note": f"hybrid FTS + {_EMBEDDING} vector search", + "repos": [ + { + "repo": r.repo, + "language": r.language, + "ndcg10": round(r.ndcg10, 4), + "p50_ms": round(r.p50_ms, 1), + "index_ms": round(r.index_ms, 0), + } + for r in results + ], + "avg_ndcg10": round(avg_ndcg10, 4), + "avg_p50_ms": round(avg_p50, 1), + "avg_index_ms": round(avg_index, 0), + } + print(json.dumps(summary, indent=2)) + + if not args.repo and not args.language: + out = save_results("zvecgrep", summary) + print(f"\nResults saved to {out}", file=sys.stderr) + + +if __name__ == "__main__": + main() diff --git a/benchmarks/plot.py b/benchmarks/plot.py index 9ef2c07d..900b5189 100644 --- a/benchmarks/plot.py +++ b/benchmarks/plot.py @@ -61,6 +61,14 @@ class _Method(TypedDict): "color": "#4a7ba3", "params_m": 33, }, + { + "name": "zvec-grep", + "ndcg10": 0.6701, + "index_ms": 3953.0, + "query_p50_ms": 385.6, + "color": "#c23b6e", + "params_m": 16, + }, { "name": "BM25", "ndcg10": 0.673, diff --git a/benchmarks/results/zvecgrep-6bbbd322fd6e.json b/benchmarks/results/zvecgrep-6bbbd322fd6e.json new file mode 100644 index 00000000..83129f04 --- /dev/null +++ b/benchmarks/results/zvecgrep-6bbbd322fd6e.json @@ -0,0 +1,450 @@ +{ + "tool": "zvec-grep", + "note": "hybrid FTS + local/potion-code-16m-v2 vector search", + "repos": [ + { + "repo": "abseil-cpp", + "language": "cpp", + "ndcg10": 0.6546, + "p50_ms": 509.5, + "index_ms": 10431.0 + }, + { + "repo": "aeson", + "language": "haskell", + "ndcg10": 0.824, + "p50_ms": 368.3, + "index_ms": 2946.0 + }, + { + "repo": "aiohttp", + "language": "python", + "ndcg10": 0.5369, + "p50_ms": 367.8, + "index_ms": 3905.0 + }, + { + "repo": "alamofire", + "language": "swift", + "ndcg10": 0.8628, + "p50_ms": 363.9, + "index_ms": 3151.0 + }, + { + "repo": "axios", + "language": "javascript", + "ndcg10": 0.7372, + "p50_ms": 369.3, + "index_ms": 2964.0 + }, + { + "repo": "axum", + "language": "rust", + "ndcg10": 0.3621, + "p50_ms": 370.6, + "index_ms": 3514.0 + }, + { + "repo": "bash-it", + "language": "bash", + "ndcg10": 0.6521, + "p50_ms": 424.2, + "index_ms": 3612.0 + }, + { + "repo": "bats-core", + "language": "bash", + "ndcg10": 0.9346, + "p50_ms": 362.6, + "index_ms": 2820.0 + }, + { + "repo": "cats", + "language": "scala", + "ndcg10": 0.7982, + "p50_ms": 380.5, + "index_ms": 3546.0 + }, + { + "repo": "chi", + "language": "go", + "ndcg10": 0.5775, + "p50_ms": 374.2, + "index_ms": 3203.0 + }, + { + "repo": "circe", + "language": "scala", + "ndcg10": 0.7694, + "p50_ms": 364.3, + "index_ms": 3112.0 + }, + { + "repo": "click", + "language": "python", + "ndcg10": 0.9262, + "p50_ms": 363.5, + "index_ms": 3101.0 + }, + { + "repo": "cobra", + "language": "go", + "ndcg10": 0.4911, + "p50_ms": 388.5, + "index_ms": 3364.0 + }, + { + "repo": "commons-lang", + "language": "java", + "ndcg10": 0.921, + "p50_ms": 391.8, + "index_ms": 6108.0 + }, + { + "repo": "curl", + "language": "c", + "ndcg10": 0.5571, + "p50_ms": 395.5, + "index_ms": 5931.0 + }, + { + "repo": "dapper", + "language": "csharp", + "ndcg10": 0.6943, + "p50_ms": 369.1, + "index_ms": 3209.0 + }, + { + "repo": "ecto", + "language": "elixir", + "ndcg10": 0.9154, + "p50_ms": 363.9, + "index_ms": 3119.0 + }, + { + "repo": "exposed", + "language": "kotlin", + "ndcg10": 0.5447, + "p50_ms": 378.9, + "index_ms": 3243.0 + }, + { + "repo": "express", + "language": "javascript", + "ndcg10": 0.6908, + "p50_ms": 364.7, + "index_ms": 2868.0 + }, + { + "repo": "fastapi", + "language": "python", + "ndcg10": 0.7121, + "p50_ms": 369.6, + "index_ms": 3403.0 + }, + { + "repo": "flask", + "language": "python", + "ndcg10": 0.6759, + "p50_ms": 367.6, + "index_ms": 3282.0 + }, + { + "repo": "fmtlib", + "language": "cpp", + "ndcg10": 0.6858, + "p50_ms": 370.1, + "index_ms": 3534.0 + }, + { + "repo": "gin", + "language": "go", + "ndcg10": 0.467, + "p50_ms": 376.8, + "index_ms": 3584.0 + }, + { + "repo": "gson", + "language": "java", + "ndcg10": 0.5945, + "p50_ms": 396.3, + "index_ms": 5062.0 + }, + { + "repo": "guzzle", + "language": "php", + "ndcg10": 0.7296, + "p50_ms": 366.2, + "index_ms": 2698.0 + }, + { + "repo": "http4s", + "language": "scala", + "ndcg10": 0.8284, + "p50_ms": 395.0, + "index_ms": 3537.0 + }, + { + "repo": "httpx", + "language": "python", + "ndcg10": 0.8073, + "p50_ms": 369.5, + "index_ms": 3276.0 + }, + { + "repo": "jackson-databind", + "language": "java", + "ndcg10": 0.5396, + "p50_ms": 425.6, + "index_ms": 8729.0 + }, + { + "repo": "kotlinx-coroutines", + "language": "kotlin", + "ndcg10": 0.7758, + "p50_ms": 379.6, + "index_ms": 3264.0 + }, + { + "repo": "ktor", + "language": "kotlin", + "ndcg10": 0.5634, + "p50_ms": 382.2, + "index_ms": 2931.0 + }, + { + "repo": "laravel-framework", + "language": "php", + "ndcg10": 0.4005, + "p50_ms": 539.5, + "index_ms": 6189.0 + }, + { + "repo": "lazy.nvim", + "language": "lua", + "ndcg10": 0.5788, + "p50_ms": 373.6, + "index_ms": 3038.0 + }, + { + "repo": "libuv", + "language": "c", + "ndcg10": 0.5145, + "p50_ms": 380.7, + "index_ms": 3956.0 + }, + { + "repo": "messagepack-csharp", + "language": "csharp", + "ndcg10": 0.618, + "p50_ms": 382.2, + "index_ms": 3470.0 + }, + { + "repo": "mini.nvim", + "language": "lua", + "ndcg10": 0.9077, + "p50_ms": 372.7, + "index_ms": 4228.0 + }, + { + "repo": "model2vec", + "language": "python", + "ndcg10": 0.5493, + "p50_ms": 374.1, + "index_ms": 3113.0 + }, + { + "repo": "monolog", + "language": "php", + "ndcg10": 0.6183, + "p50_ms": 382.1, + "index_ms": 3267.0 + }, + { + "repo": "newtonsoft-json", + "language": "csharp", + "ndcg10": 0.5148, + "p50_ms": 392.4, + "index_ms": 4080.0 + }, + { + "repo": "nlohmann-json", + "language": "cpp", + "ndcg10": 0.6894, + "p50_ms": 376.3, + "index_ms": 3489.0 + }, + { + "repo": "nvm", + "language": "bash", + "ndcg10": 0.5882, + "p50_ms": 414.9, + "index_ms": 3546.0 + }, + { + "repo": "pandoc", + "language": "haskell", + "ndcg10": 0.5358, + "p50_ms": 389.8, + "index_ms": 4473.0 + }, + { + "repo": "phoenix", + "language": "elixir", + "ndcg10": 0.7809, + "p50_ms": 372.9, + "index_ms": 3251.0 + }, + { + "repo": "plug", + "language": "elixir", + "ndcg10": 0.7377, + "p50_ms": 367.4, + "index_ms": 3422.0 + }, + { + "repo": "pydantic", + "language": "python", + "ndcg10": 0.6067, + "p50_ms": 385.9, + "index_ms": 4221.0 + }, + { + "repo": "rack", + "language": "ruby", + "ndcg10": 0.8241, + "p50_ms": 371.7, + "index_ms": 3161.0 + }, + { + "repo": "rails", + "language": "ruby", + "ndcg10": 0.5234, + "p50_ms": 435.9, + "index_ms": 3326.0 + }, + { + "repo": "redis", + "language": "c", + "ndcg10": 0.7218, + "p50_ms": 414.2, + "index_ms": 8300.0 + }, + { + "repo": "redux", + "language": "javascript", + "ndcg10": 0.8531, + "p50_ms": 369.7, + "index_ms": 3018.0 + }, + { + "repo": "requests", + "language": "python", + "ndcg10": 0.8341, + "p50_ms": 370.9, + "index_ms": 3126.0 + }, + { + "repo": "serde", + "language": "rust", + "ndcg10": 0.5274, + "p50_ms": 404.6, + "index_ms": 4045.0 + }, + { + "repo": "sinatra", + "language": "ruby", + "ndcg10": 0.9262, + "p50_ms": 362.1, + "index_ms": 3060.0 + }, + { + "repo": "snapkit", + "language": "swift", + "ndcg10": 0.662, + "p50_ms": 362.9, + "index_ms": 3047.0 + }, + { + "repo": "starlette", + "language": "python", + "ndcg10": 0.6899, + "p50_ms": 366.1, + "index_ms": 3245.0 + }, + { + "repo": "telescope.nvim", + "language": "lua", + "ndcg10": 0.7227, + "p50_ms": 369.6, + "index_ms": 3241.0 + }, + { + "repo": "tokio", + "language": "rust", + "ndcg10": 0.7328, + "p50_ms": 406.4, + "index_ms": 5662.0 + }, + { + "repo": "trpc", + "language": "typescript", + "ndcg10": 0.6276, + "p50_ms": 374.8, + "index_ms": 3060.0 + }, + { + "repo": "vapor", + "language": "swift", + "ndcg10": 0.6035, + "p50_ms": 394.2, + "index_ms": 3433.0 + }, + { + "repo": "vitest", + "language": "typescript", + "ndcg10": 0.4447, + "p50_ms": 400.3, + "index_ms": 3881.0 + }, + { + "repo": "xmonad", + "language": "haskell", + "ndcg10": 0.7069, + "p50_ms": 362.4, + "index_ms": 2927.0 + }, + { + "repo": "zig", + "language": "zig", + "ndcg10": 0.7601, + "p50_ms": 431.1, + "index_ms": 10665.0 + }, + { + "repo": "zig-clap", + "language": "zig", + "ndcg10": 0.6755, + "p50_ms": 365.8, + "index_ms": 3024.0 + }, + { + "repo": "zls", + "language": "zig", + "ndcg10": 0.5574, + "p50_ms": 368.9, + "index_ms": 3620.0 + }, + { + "repo": "zod", + "language": "typescript", + "ndcg10": 0.3548, + "p50_ms": 388.6, + "index_ms": 4017.0 + } + ], + "avg_ndcg10": 0.6701, + "avg_p50_ms": 385.6, + "avg_index_ms": 3953.0 +} From 755ac4fa30dd28da480066bf6d33c46c283d825f Mon Sep 17 00:00:00 2001 From: Pringled Date: Fri, 11 Sep 2026 12:37:00 +0200 Subject: [PATCH 2/7] bench: give the speed plots more room instead of special-casing labels Enlarge the figure to 10x6.25 so zvec-grep and ColGREP no longer collide, keep every label right of its point, and extend the warm axis to 1 s (with a tick) so zvec-grep's label stays inside the plot. Claude-Session: https://claude.ai/code/session_01N5WnCfeaj66TgZTbqm2Zew --- assets/images/speed_vs_ndcg_cold.png | Bin 72001 -> 79240 bytes assets/images/speed_vs_ndcg_warm.png | Bin 67680 -> 72749 bytes benchmarks/plot.py | 22 +++++++--------------- 3 files changed, 7 insertions(+), 15 deletions(-) diff --git a/assets/images/speed_vs_ndcg_cold.png b/assets/images/speed_vs_ndcg_cold.png index dcf56a97a999281b8dc2d33822e02277d5684c85..8a9fbacbca43886b1a8e81aa3f110c4948b487a1 100644 GIT binary patch literal 79240 zcmeFZXHZjJ7X}(d;Y9^h1OzD-K$I#~N+=@Ii-leS(py3=2?<~U6$R;4KxtA!he%1H zAR@gJdhab#5=sc%gWvalbN}6+x6Iu$49OYTXP>p#Ugde#I&Tg1)EUlkoCASC44N7b zpMXGT+dv?ilz(V}E9wd7aKJA)A2k!7r!WT}e;Y4*kgko7ha1et&H4FtKYK54XBbpM zZ( z%Cms9wQ;&MPT&3JO-G6qkuT9Jae`UHDO7pM^6bMim#(Q9JpK`O`klaCfuZy7&IO-3 z8_j=Hs`BD>>jxam^G}E(^Ip{IV@MYaCSB)`NUWRla#w;45hgl1+dDhkp)o`S%As4d z2JcN^5r0Rv7$O+RwUirt+UolHFg`uPkp0B7+dpgp}|Eg;VmOn28C8vH4 zWc@38sMO}=+~Q)}+uP|$;)pp_o`aA36_1Z~#>#BfgJFyykm}|5c@QYGYuvjF+&eTR zz#XNI0;av~&T>gqMuxEC^x@%6F7DAP*TgaZNhH5QsTsQyaT1X4@UucTR#v~-iP~DZ z{c$475q{s;&`?uPFOt)@|MAv-SFlyCe#Qhky@q2)iPZnJ{CU&4{E`wG>|mZw@^kn_ z*HW8`;q1H@KQa%uGma%!t?K;Hl9G}d4i35b-wBF+9E_G;Eqt1Z1IRxF{L#RLAPkb? zSMkB#-rj+Ioaey1oUl1)4ofcC6*aGJUpv3fRkH5EuajhL)!eK|zUNtEp_u`js1ICl z1k)aT0D+AT4yB}|o;-WTTY^7=H+WM4g@^~_WR@Tb5vi)GTBur<^=P2K{rfDNMYnx0 z+>!`6+G4Bt1ZVufDf^^T={U%{eJ4oHqy%^1;)Xroc=Un89zGwu;hiC|_@=t`K6%J? zema~-&txMzR!^K_O8Ey8wArLdK(hr^+W%Bzv*cBxF6+yu;ky(mMM4(ex-A|S6c;Bb zU%$@B$LBTX*_<4Do^+K{M|6!mT6D@bh@}`BJ23;^=~i7xGR3x&HjB+Hg4SIj62fsY z>#24=Jd>WyTu%%PtgR~gk`FU(9as^zwRX{DXWY@js%@0B#=)Y}vFSwMBA0jZifqnj zXJ_a9_GAflk@`OmBs88ws$+Y*J~l2 zCjEd(&elcUL)n7G9qR5RZ1AzEsq+hhb6;+Y6v2WS!Q=m^Ij-CGaHEcxvRln9Kfb8W z>G{g}(wDBRjoMX_ZT3vI2fhmLI+qqlHk)}wJ32ZnaltWxbJ6PU*y^Q~HO}&-d;9of zijrxmb*S5TtrYpFcQ+oDs)@l;9m7$yOPf93h>jGg-u`|&#bC#d6#K|LoD5UK27+20 zS8N=Wn11_UAHJNE$n9ZD-PY;yL<&bK9xQz%4lsh0gRcwGfj~&Dm%M_?`@hu{V+?dr z*VkWOXK1UuX{mZEK0O_}K|q^3LOJ-C2m?|eebz1140DFqjhJ4th_J9Q|L+0Td-x+# zN!=LhdOm90m%z6ZIWXlyoWSz`?j8+3+UBW9Pp^#Z`MA(3SR&chTw+Yahty+uCS{?^ zn&A46cb~3I6TEJ9d&PKH20G>hJw71d=Vb8vy5U+n46!rjeom!}BzVX6@@ijd*eFN& z@=m9dNkE%0CdvAaurONnO%CM|U4F!*GSqp3c^cZ9hvFfm7O`|&kCj6-fomqw9m%z#Fa0WA5@mFLI_@53-F zncW-Ga!yF{H^IX|P)RY?DfY$Jfl!mj~{`EFWRC>Ad>S=`j4-@x>e; z;KEek(+_AwxSkEb^{|9@`sjv!m)<%euCC3UkZBS1n)ca2eXVFwh;HFLDPUQ#PkAYI z@-TPbw9tzbSlMcV*j(9aSyD#TLeRcTUhs;$ky1`B5WaCP`1_(vi{0ojk6J4*8}67& zOr>TH42Ek52G-Db@0@;PCDctVDKVsx1@m*9Tdn!ZvKX$V8VnAvj4@iq9&ra(h+J5D z%}Z*R=t|n=XJ^=wde#5V9NoRn$na*d^OGxTa64O~7AknPANI}!iX|CU=BE% zf}>%)AhkN&S4B@LLf#gfJITMia?=7)t39ae(T#&CGZTPursu+*E(jBd--jSc4EqWu5K!;v%9-)fZOUIx{T^G^Y->5j%(Lqi)W+Nx$kW+ zDJClgqc9m1HvFEN8}-0joM7qyDe&-}VDX!sepAO!_6gXv^0s!A8}V~E_d77Yvo9Uz zfLzNsK6K3M+B{L`_N-m7?|i&*ihVG372;nDi*YwLj`DRx9HN5fma?Lxx0e+)7JvhA zFY3hSf#JIPO4LeIC=fVmPAb78JJMwP+Orlvs777-Kcx!< zCSqWd6VscWinj3W?O$^0q%zVf!QaI1#O;|ZDd;Qi+cnr;lYzc}e@&)SfgGE0m_1rT zdCg`e)~1sz&iBOFIMD}zCg9+t6%BobgQYA7S!xhb=laDr?Wrg|#(o&Nkq~+7$d|KgjS~5-t75Sr8k=6R8OD+S?9{ z$8-Y}D*^&_BcCPEfI<{=*3Zl!qIoW$U-TC|DLie25W?hvOJ@shXHD_0RiDW%Q2kK> zCtp9u%8YNMvGq|Clgh;!BTZM9BBM0FM3gYZbe+9cRq%=oY{Jb<#wo|nvB;0r=={r# z-cX||FGF*Fr?W7}O0#k#Y=KPCLA3Y}!m|X;=JU}^F=e#D19xZByZ5WK44n~I-A((_ ztJ!*R?bN0bV>5=)#LAID7gB7IoQa@&)uNZaS*c0q{n-nB&_{wOw6w@(Wv!858flbe zbMi~KeUWXp@I6`@u)j~*DQbH!jDhq0#6f)zGPx+R4u`3#RTxHSn9D3<40lFpz|Q-g zEBSdTgks^>G02zSS7eL3MhC8*Z84cF?{;5#zd^IEUtGzc?Qd@5?2GAjC$3fOgk6J* z?HZj=+vx7HSna~?9Z@!S%q7Oz{Z)>~INgXeAP_Ax{6wHC>Z%t71G-Pm$Yrf_S6012 z*+UY0$RI8JixQvA%1$40QuV{`OatfDvs{^#5+k&aOp!fxs*QH;u9=~q88^P3!jPi| zjRZcGJ-E+swGOU3GFw-%-t$q{{EQRPhU?k0-I4(|IV(zn^rqbEI$GGI2w8k%z*=FwRV^3#U0}YUOW_i@iV*;uxgW1nf<$AVa@P+ zD(0~}b`~KMxi;liA$_Su1~yg%BGP8=z6j_Dbj4bvQeYgfW$xtrYXpk@SinYsA0%he1n}1dYV2oaEBe&4D?Nb|040{*UPB zDt!z|*N&4!Y+uh0ZdrmcVH_<#!+(!6I9An`*GX0mpeE$LW-(6X%B)s7S?5d#Qk2IE zMEb?*R*xR&-0wzAoNJps7Ft1*{KBp7_io=9R$~W&Je*FT z1Lcf&Jl`J|iZSsE5%rC}<{xb(;(yl%Zo{dvk{9}aa8(VwXOzq{jNxc^(msQAHY^TX z9{lcOhIC;#%#GUZ=kg!3IW5fa!Pi3`sk?4I>SRzd+Kro$HJu9EFvX*=^qHiz-XCfw zIZd*p^OFbv>;d++6@#a)i|kUSefH-QQ%fxbL-E_6h#GKs?Y^mK%8s3N7dcXP;VQG8 zi$QVx+z4&+xhGPk1EI=jm7BBi@$oHv`bzEvZ4e~M@agM9wCau(>;Qd%!Kv=xmnQ6B z9Tx2R!iz!FH^g$B2mV=C6mC-aDIDcGWgTe)37YWXJM!I$Lsh#DRH4k(M5|3~YDnla z)c30`-_uzOsqYv!g6>x%#7c3ex)a&LKp+j4o&N;+gd&6>AA@lH}V{B;qW3@xOYXxe2n_d;+^og6o|rJ$6c*nfZ;aChSA=We~X zR@jx=xuh1M8VGeA`-ghiyBlg1hd8G0c2u^B)U9O>=1&G_4vO$@7f?xg3`Wq7~x)etbi&(y-O1rO+%Z==FtDlzLU6}wv z1ii)J?G72+_%}x9S#yN1Ju{|(`BhsnAkp04wimk+abI3eIiEjQDEf^w5+|jrT4Udq zKyt!vQseXVKBf3@qu+t!N+_;F1RlzoG9Wj>MRgRJX%A}J*AfJW8ZqxFoQ@(VUt>yp6zL- zU=!36Nnjp9@d*0T7WR zYB2OttRd9pb-H5i$Zk_r!obD*rWXrFNkG(}-?v`Ypz2Pu3FM7FHS3m!O8nlL%B?Qu z7kP?TtbI5%Ooa^@pBY}m>vBk%g?=K3LiJzH0fD?ZW4s~DivHwe{7E<>WqQeFYm-x|q#_-t#haawW5cWAb%--J?aeNo&}XY`z%E6;W*V zjxhSnqIHRB3EQ2Colt%r-U%u26oqKxIWO^joV%SGfUBkm5RBF3HpH$NBJtq6F`eRn^B$s?}J2?MQug75pRTDriy7DYr1Ir?a9QPHu0Ro?r@S+=B)4{7um zHl+^V93RvhJ$A9Lt(NL>C(@4(!jP-x{8uBGx_5k6wol-iLvFkkgShWU4J?6BJRN8B z!tA9>fv|b???xsiw`xmO!3e9$(z|`ZJ6Sx*B=gT@Vc(3c0(0oID~(B?yB7z3X!~X? zD-x^)P&}(ged+D~6M=at?Nj0q&r90sqaajFskEV z_(CF$0f+GunPt%Erq(14yx2q~FJ0+i406z$_?()Ihz;w}DqOD8A}ha(i0GI~)-pfM ztY&B2WgWlrE*G889(x9d3!+P0|@7|s3(}pY~j3|rE!PhjpyxqI{ zjwGbhtNnVr4ys%UDd#ija{`{t`*D9AZ%u^oZv6>K(K^N z%#dO&{P2NH1uz|K)G0;4H{$Paw@b{!f+?v%+o_Y15N*Oa9jx=$FF%TCn~X|7hlbOx z0H{~ld{tCAdHd*aQ3=+-h(=YNwq%Hkqh*qd3Ul0)d^Y%9^Q8oXx>WtZ;=q*Z%kxyz z#`Bi`jw%svmVLLtq>;PHKh4jRjXWiilp0lG(_$vgUSS+}1P1BXge+eJ)9{ z^f2ezjuVtzC+Q2@`O4QXMM}`;W&{Ph?$5q|We+<^=R_-0o~ZI6sqntV{&fPG_28h0 z3K#PMbI>{u<=sGs&A{uc#EnItnXF$aGN>+D3VC0v%i-r@T`0pKDm-h>sRe}dYgoevGI9!Ilf|p3SZ7bfZiap8(f(Sg2ukWt7 z4vHCw8Z9@SL-M%1E+S3zPAm^9zu(+B?2gb{F`y;8=|k{V*<~VWOO(8d(y`i*toR0a zMJEi2H@#7HR2+{-N(~hOc${_C$bnkdEpV4F#LSQ)x3qX-2A5^d_~2c-ODJRj!Is9N zeMd%Yl$H77H!Hio#ojJwB($(WksS=#xfwnXb!1IPexDc2?PPG& zt1aq#Ad6;W+>uyVNCklV8kEDzVhR*-DC<37Xv`;+m*LN0w|cK{H$C08_C3iAZ4ZY} z&r4+NzpnumQKpY5L>ZO(4H;@s_ii1I&4&_$G&0$dXgcr!*`qB4JN$~A@?Rmj&y zE6$+I8^m-lLPsoX;M)O>!jAwaUeufWXmDDJ7=vH`N7 zk0f=tVvH9bNZ{agzMpMaVP;r>43tWff5y@3(zF9?DD0_P5jD`4B6)ofc5Mkqyej~< zz>%v;lBr|>^c{ZIv-G}T!>ApGW^JRHJ?&|S#AQYbD^8fRUaa|Ol^D}-9sXkjsmvR`&V{V*@q-d zKgz)-6t-op!BOd}ElYu4*QY&os8NC=q8}msx`2GbR#j#fzwW1_& z9_0x}U9@~@Q)%-jv#!Ym`)Uv&;W7M%GUREwpK|!>cCNf+5dmi6lvGHBV25(L(0!x| zBhg~cuTLyQ|CrkBej7dU*Ft!^2J6CzToc#}|4$%tT$5LNZ2H9@0G@*i8na z=Uq4jiDsiM8dNScE|F$CN9wvvP3u1YuC@fBCFGxc$Up}smR*6Fp#MV zBKssFY@I{dwG@hUT`+L2yK9+PT~`Bu?|dxTGp@9t%#xmp6CO}GvC{rkii9JhiY)vg zKL0tx1RRK~cSk1rN=-%+mTCe8gul>600>Xg1o?o0i%JWGXZIEU!yEc&ne&>ygjExX z7kt!450ux`>n>cYnPY+56S@k%RBOR zhr)c7e)lm8@c|IPxj zUbVov;x2dp55OzV-w1x@U)VsX?^AV)ndg~;9|2wi3 z8vfsUd8^ThdO%t@p}0@R)uDgdm~LfsIYO5NF2B{VwER?~zA~c#`tEoE1o}Sp3%?4w zz;_aW{~drlOaLP8@6ZVR|1X~i;{SG;bpEKPGb*;YbHWI?4V9{_`PJzpiKzfdmN+{Y z?t@7v0mwUm(0&HstNgmUx=&0@1c0P7{=8_tfrSXcW)k(E4F!GwF6JcI#wKbdbQ12k zP1Kt%bfn(CogVO|$Q+}00(S$6IQ3NGBo0|O=F_LU_3Ik!_fVPbUzYvwFo+p9=}WM@ z%ot9Y^ZoCXpo7WGA|WQ)mnRH@<`@(Mu!mevjEo#|U8m5ezA5?v{J39DB!!5dd=?Aw z?vV02Sk7zCRoa_+xwX@$-}aXwPV;KD2^RkEj3Gxd0)lN-?yV;-QL2U|u5h|BJXQKG zkQ9nzIsvBKwCwroxrK#R=e$n|e}l(D`Nji|e^*7*oOz+m7;R?1kq7X; z)Aw9cr1ZrLf@Zto4>Bb>M0THw{ z%L%C;xYMJq`?`jaLk_;ZawKsv1_)gUDp6xGQ1qaey%)+vkn%e7=V0cZ8 z3f$|Zot>SAr|0GkSRw5XI&-p8|FPJ>(Vtq_KW$IhfYmD60@9?FIkKd)7GRH~3DQef z7#%8Y>eurS)1-3f$l)%FRku3qx5h3uZBwZF!i*v5BKBQXXj zxEBC5w2jqxcla>0HcppXAV~vdfdE1;C^P2q5`f{GE-X3s{7@j`DA444wqf)Wt1ByW z0Ba%z?gE^RsDI%HAaVRVtevjL+0>+f5!EMo)7Fq}R7+tA?k-S0!mpPm090)_hbu0$ zTw!Hx1vJI3=^YEelfd9{`l-^oBDG65``Z3jyd&p!iRS?t>;Q4XZqlDTI3uNhZ{-TeQ8Tl>Fs$KJVz+#p7k3Q>VV z%z)-oS7q^fkz~o6>b>B4^nZ3E%38T!#hmaT9pK7LA(d=Wkfr)qNTkj z&}+ZNcK(a({EVmU5FYC`UBIzF^r<8%L;Xs2o4kMUQb^kv_2;>o#r*h%#i&mPH}KyM zOd|ig*OxCQ(11$=8o6txasGDH&amt#R}Y-std)1&ZjF>zSA6sDqO!AVCt3~+>yRu* z*>2tAKv<#0PS*Y>+WB?#=wsLd;a^95!R^(&vW#FWevg9TyLfKbDR}v?HcbSGr~dx? z)E9>H-5ugbNj>$Spj$wK?;cJj*pbB;KAW;lYMSxZFBau_CA^k zocH7)IMlSHrt7tzJ{@Ga{l;M9RK*!7U-XQxteu%!x<%kYfGmRi<`v26aCU!dFvW6V z5mBsQMwZ^2KT0IDY#bORKaLi~AZIj^W#u5;2=9tRvQnX)w{F%2QH?~=V5fH$;{HB) zqjeS4rl`H&PXc`d<7JJSbp&F}6&0W6zHeV2TxAGr*qRc&Hun}IXunQ|J2SkpGqFlZ zLp@9m+-Ptk-dNZF&of?Nd^P|5)RJ}jxI4DjP&?uFL_wUkK8M8A?(QP0N_hf$zDjt2 zV%DLX7ksq#mR~5CjCJ42QL5*|O&vx2b7VbqW)WU@blBq6*CY|6*j$of%9mPj%@!|e zhA|hxt{U$5JI~I^bQQhRB?Lmh!J?mCaZI^bkNq{688jCznrbk)HS+H6)0X2M;k=et z)3TPhLDpac#lYQFE-To4G5`K{#Oj<9(LMGy&b#3K-PScP@X5MEKHs@~PV-xi=FK0O zLuqEQ?)^DG4dUc%@R|Z~!+ljt*0Sgz<6={dTUZ91iARy)xY_4V8OzZrNa1q0 z`KS7Nx4a=Y>8A`w1C)ukXXlO6?^)@kn)1uWIlJU@D%E^z+Bz zna$jS!{#XAL@q>X&S$>slZb$~htzAg{rBNS)N}haQskYEm=aXLyDN5qI=&QU7%aMA zgtcZ9r?xeO(O-|J{#E;{Ll1;IdiU_Jduu(>l}6Bu$7C($ICDuce2)kw4 zo!K_8pR18pQpcTq5*<_s#O$^%x(6@hTvRK>1-GtkGtn=a`f5u zQLC|{g4)gKH}#cvg$jqiSS64qsFcH*72BUS80`q9E9cu}4E?Q!gNbaBiJtbu3yWhq zQ5K$Es|$-VieIIL?Y+duG!y$4QFcFahls`*vMP^Q9g;GX0$WY?i8JfHD@@6Q_eL&1 zDjWs;Dp0Hz3mbJ9mN_=f4_@?ryJsfp0msBH8`}r{p`2W#1L;`^+3xo1}or~+VL!z zN0uL=h?;Sd4LlGtt;-UrZl|P@TVE@sWcVOQ`V^8)ZFh+;(|nBA7L!@_`2~#4dZ78P z=Xfpkp<(i@afMmUY`;*0jn($XSvp<6^=sGCX*2S(F+r5$qeLIYZMo`!O8_ScBmoz% zK;5G)qrlgFOTawTa62aF(&9E3k8}y5(4E@7zURBSTnX-HJ@$YfQn=C*xcjsL4i;VVPH=C2wu@krkj&C-&$TT{2tyL zcp^E_QgBCMg604fA3c?xq6#tPz3E$`cw1MHReRa7IB`d_4`IuEYUf^qSLS*4iMi?Z zAFY2F4>4&*F%X}i*ERVD_l1IkpyM)Z@1 zQE76vNjfFJWnMbEP?G!yAJP4IhEq0C^l2B6NXn&cDM5dYStTMzcZBu5QWJ=mz|9%o}WgkAwyF z)85t|H-zYFGg+D>)E8S~J|LI^l{&uuzSjK`VOHQ`K35`ILfqMm(Es}J3unpUOo6SA z#>V-u`Ay8-4s^-#_3XM8^ZArXku`%K!K3!-oF4lyi~G70livsy7lz6(rcjiJXL#VF zD`Euz;R*s>VCg7K1Y{Y0PXP1q=0c#wS+z>LQ?${c8DpoYYg@6+WG$1Ume}T2YmdHW zhu`Lfu66^1a>Jubu|~naFJ$N294~ezSr>E;1gb~HZQ2iSH7^o=HyBFs+xg3`KS@h< zxVzP*P_EONE;UmMb@i*&=B5tb*=kfzXnny{065FG$Ft|>6SN&#voF=qSy+i$DIB0< z=RXsqTb}}EY+#hESs}{1ZwkHBrY|$FyvXev0694apiCm|c2Vy;q7@X|yU!ffv28d; z)~2PNp`|y^#;bQ;YXFik=M8{S8ktNLpIUM@hCoDta=2WsU&;&TU(K}>6-8J5r8#%x zB%h&CxrF2Q?C_Q_UDSKiLD2`Lex zMQt#)Ye4F^T31u@@of{qN;k8Dy-L2F)3&=l3@3D49(sDqcH{7A26%C#P~_v${BhFCKP_l;7q%-P<}bg# zmFgNL(e_ugAxCAfql$36exT#cOT)XZ6;HgHe8n&B6;`*AAxFxm>k4?0BSI}oMBAC) zzvHHGX3l11CVodpdUtS#94AJU-RWJ)H@!7z)Wg%KoX5*mR@mx=bOjSM_Jx(0cS}PF zj|QG98g1zv8}v4FvYR4t;QM00qEb8MU9vAw^lHcU7S+n3>PU=PiIbY_zk<2l-z!8S z)=!j#XCAE+vj5EJN8A#|LNKa=zkwPyM*6jJVSC6yq#d`XPQ&ck#bBKjBb?~x+?Oyl z#C>}%>vmQKB;|oCdy*7|GdzDgL!Vz5HuYE zAuH^c*4)1cgr0a6p_MBl%XMr2AD{E%HEtE=JKgtcIz7 zO($uh+!Ni8J%Biy;>})A$ZtBPB@HLeE+Tb$Z>uLdPp%^7bd>-KVj-X zaXH#_bT-9W{B(#d%F>UUX)C^x+BaZhd9?DWe3fTcv#pk?y`EhnGUki6;_c3~u~+*K zbU&2uDjmoDYJzEJ`bF*gsr-6B{3Kxdc2ja}qF4!x!a7V^f^^7{WF>ODV!lKL>xJC} zqOI%jBnZ6ss<-RrS$h&$&e?@QD~xa_Hf&KNB^<+YB5)9m+Ul<=af9kCe4`h`Bg4+O zjy{Ow6IWQ(1->y+#+>u#i@w&^nwB$*=D}O;?5J7y7)2Www~0@|_2wxF^|#p7Id8E) zjl6hVe0O-WPQJ;|WXuMOP91EiuEPsP7P+;6Nfw@Vi(0F>RppD5QSV@@4tFRsx^!dG z?tEF2OS%D{v?neFlNej%79M&ouxWiQHd>ho(5xQ!PJO?3upXo6Y1VLfDMP<{+_xh8 zL&nY5Jk&V)aFW!9n{z@moI~t2HQQ4Yg$hC{p%t^};}#4o?sR{=8z4b2DMH!hFQ4 znPq0w=#Fm*UI2$qwd)sFk`Q)#_O<45_0b+b{ouOPG_KI++nL?|-#FtVL19;;-(Ss% zk?s&{<0?1ow)|!KvwXY#+dq>b*LAfgU-0Z(0Y5<|^hJ&68m5yT9tjG!Mw zt*^U!$)I#RFf+I&dt2m1)`;>6w|mM%j9u<@?fRc zTl&_D#dMLJjQuBWT+7V4zauA)vKwm)H;zBt-;S{B@9=*+KKns0%|9XF(R=Cmo)d3$ zkiE=R@R{$5G|L)J_*%{a&u;RvX>-SFx8ARfnwvIeoh^>q^JqfbgyZqR4Iw6}LG7a& zp7?qRrOTyY>U+cd?Yw1=ExER?_?6I9UX!;q(b{0H-v z0;jOD`>uBVly}kDk>ZjtmPXCq%|B=>$zCciQ3qQ@#{r}%}dG4znTvnmwH0QOaha}Mo%6@2ZTjw)gD(` z>Z+J8rF}#8oFl$kye4yxH7=EqkSx5>EAAb7Yd2eBv_oE#jNN(v%G~_thOTyi5V7bd zKp|U5auQ~x$v_ z+MSu-20%LU*9wH((4<(q3ce4$e)&RD=}2_+0BqEHH#aq;s!sBXQA>k$;Z51ny4F|o zBgLwmjGioseo4lS3wxy&g;fLTx4FeJb}vX2IUPaD45n#eGX=H85Mh=0D~I^@VFOnp zdh~W(#$Ku<_P98|S}&7tcHJooS|?a`j2Rf=>mTwg?c>7lN7slRAC>$xG>G$|bjX#L z^Vznx>+$Fhg}sPGyR130JB*I(@)MRFMpHO0H+UgxJ2L|AJxugvNzkzN_w`8*lcSfB z*67Q=j)l^H8e$WUMD?r@@o{atiy4`CdI{Y3w2mzY5VH6Qhpl%zBzFGO`*yGOy#Zoh7~ zy|kUgEjXVp`BYqwV$kbeRx{QUX#S=7&c`|5SEJm0wg448l-N6_=PA1mwu=1Uq0zd} z$yzs_-YsW$y|nr^XC!SBvI9JOl{rC1G{{uEQ+v(-(|fG2!S4Fd-Sn}BSIwsldsaNm zQDuR`4ig@~EA2fK;`rLHxfR~USXH3K%#hq=@;_x2%LcR*Tu}_6=*e526yezy`fp+L z&+~(~R9dhb3rpVaC2>=cTAE6$&oz}6ZRuCfD{X5u09CM26C*rPrKGWGjqr61`SsIf zi!7Rb!ACX?`|aArdK^ishvVQ*&Bb-Q(W3Qk_xE7dOK&SBH8YEi)=X>OzI?xt&)QrX z-9t@Gw-@1dLZr~FQ{Hs0Zl=J_R!)X}k3@q}ACPyR`&o676s-OWfYWLSOpJ{Q0VsKy zvzdzd)2Ga?#`g?Pd%K5!b~j+;`z`;>*;|iUy+_PB{TQ~1EahERII3#P@!fo|U4dA6 zoa?UHCfJpPT21JluY{=`6t0RUC$%~He7ePU^rT=L-u)Pz85TT z`z-yy#zrZ_h;6<6`g6{GwHfdMFMW|If2giI_V+sZ=fh#R<*JdEM;m-uc-hfHfPFFe zf!QS7l!IqKOO{A`8eF|;#)cD!9!wb8EE`^*Nk+anBZIy)*?R12q6k=nZ)o2SovZ2M z+Arc)f8uQn8x%UWnWMH1?ujY>mu?6VsjRHz9RoT8n-;f|n|u5E?15Tt{-1q!3Ch<; zZa$#v^8ug?$b1-T60>n>zU&8>Qh1rLK-M4+OvcqBf^U+7YoCtAMqMQAIp(iE{~L{nXzH{BcF^% z3S+C4NHtPvF!+HAbEhNfkb_ywyulZdL&D0$h^(fIS+0Svx>d=$v764AZza51b!n1v zh{-P{h)q7W;CH^A&Xp=UTi?c8>iMC6a`)+GyPS%}{A{~gbay((COSaBzCu6leRaX% z`)x&$BSWJ0I95q|)njfU0@ifQ+uL8vc6d?cU#ojcr4h>TgT#7)Hs`C;@zmRE(r#~F z&u(%uh7Y+h=DTibe?!;GNWhN0Cbr6GZVD0BOJ6;p8oyo>5{W&8P1qOIBDL8xx3`aD z-b~&mx4U^7y^mcJ#EYaat2Zxn9sar9^w{9}>8;#gCAYgI%dFcethb9F&t4w3XxSelWRrqn{IBL)rM%wHA!qfRQJbEd!btN51`0q~--vwiTr<@_ z{eD|(9SP3)I%h`KD{}8>H}{Nm35#*lnU zd~{xRE1;!*>gmFRw`!u1b4U{1!iyI~Dy9ju!{u$UUUPOPIVgKLW0NAY+cuf_EANP3 z7^dL3(0Be;a>ilIS`CSV-Nh|Bbc-wWhSPj&`~qsFp9XSPTgt&8^Z*VJUmHFb&s;$M zOEzh&2NRad0p_sG#gm~C{Z$JQ*_9^ywDKQw!7>aqUoxt0oZB<7zKr5zGO=0XEivW* zAAgaUeQ-1vY7e=)zebAjZg5^8t-Epr(A+$&stH8dP{*BAPO!>JJM76|JkJnDMFl?? z1qvUjER6#L1N>r9c{gfCXD=m=3RZnk+^)MTz&??+$oQ&(U#Kk&S>Jz1RRmDA9Q@Mt zx5*U?KdaAw|Nih_&9QoFZZ7ES>suCLK{x&0*v#y%ba>yh2t=O*-}8!yw)sn#WlA!bBJa5A0BP)Gc6v@2#05-QQI^5hLF>2$^783gQU*kVse1%{&vq|IbaxEU{ zCw|w*{vnxzgTt;X9b9HFxffZj)8pb9C0R+E8rG8v^pg=oJ8SfMcLIyBClp)qb27btz_sA+J?|0b*nzECxD7-CU9nB#ND=} zd$zoyqFwEd6~neFHGT8%7)$fxXL4N>4k`@k*S%_*;%B+z)NfsVXXJyhVARZzwA50h z@|~bu;h5l>4t~Cj{g^<-oUW45Q`Xl1mUCQv)i7O3|HIc>7bDMMM;I7r0a_E~EpyBA z)hs4-=)-PZuCB{*>%YnzIf}j{6aLi!(p~x7Q*I5=>U;+?027o|U|I01qi^+&j8fDW zyCU7iWIgr2$){-C%?xKY2WAvAx)iL8jQAVF7$ml3(?ldXrae*;?l^?#dJ``tHVZO_ ztDgSsq+E2WMn-rfR)Iyb+C`o<@%~!R_c22QUc=qvT4O|#Ym}Ee_PJqPc!Q0z+h^)I zF%y7S`l~`0KpcLqpkkG8ZSyhh?K%>c!H_B!!(MyIKZC41zPc!S^_!R94&?-`@p|5W z8zi>@i4IE$v4dOYHdxTCzZ*r}spCc{uUH|Dx<|@~++rk%ZW2j(16dY=tx^Jc`{%?0 z{z>XJ_XJVdO3OugGA3Rz0XkYgq_3SG};HTkqeG zJJK;gO?_7wpOpl+OAU$a&sD`Bwq(nR@s2qFsKPtrx=!}246KgS^R`X$4lnFFQ*K3m zGm`%7@h}B>igx=9?VbNt_k>two(cf$-h--dMjy>9(OOWeboytc1ON#0t5Z!gyEici z8C&+^V`!ppML@)^L?1Zd^Ti0MVGA5Vi)kJyHOaOd0NYbFd}cv9@9ElvPZ=Nk1;eO3 zqu5o3?^A03HCNpoVhUF;@V}Y{c;82nob2Z-3kwR`74Au=2I!1li3+H9ell4fT-qEn zO&RseJT|$3X|rL&v_Ut}5zHL#<;Bb8z&t*s&w{UWUXx_`KK1C|X>_ zzwo%!XO`nL^rzZov(#>JAr&{o5ou0s%0I`$Dfy@R0j!RU@*mQvs@d;iUH9jXUc#Jy z@L8isUm@i4%m13d>>>jJySqO}F?uKM7jE1Ptt1D}n(-NOfbPZO&;Zp4CDu2KtXFp1 zR+Wjp*A+P5|2`s~0%@H6uNAWX-3PKT&o!xrj^71Z*f0OX8>O0RPLuok-Li0ctf+Ic zY*~l`3Jefr|K9LIzQI_*#i$Zig2CaNTYwE2AJJ<%*ZN5>k=?p)p8RVhuafpbnak$; z_B9kz7r?gv4IF6Q1=14|SkG5gnbqg!=JwgITuW(MCMUUURu%=_X=|5?pJ5EoV#08O z#0>sJaezWj30{7iWKfT+`Zm!I(C1C7q?G+NveOcJ8UvX2bDj*%9bMc}4>>!BK#|-f z7zl(7WIY97=6_EFRj&~WR8TeiDJl~3l*@{4isX{dE-1LWEI#ri2Un&Rbfb>_V^3`K zt*l=QNu^^2(sZEAy8q@}${D>@(}0R`6*NhS8PERu5WBYK#vEc!<6`#Gbw#)E=Qyv0HN%RM+W)EA=f~j>S(}D4H9+H{9Z(}bZiXu^)=LkVp*OAd$zL0( z(iRsNw*%_$ypHx4+kiI6z#+^@r63?@t(P!{CbXEs?c2>eY?vdkm8t2l4Lbu)>I#f} zmTzoMrY~(m=MIldvX&?4yN!%f;}+0@-}cFW;?DB&vN%vzDdGO(#aS<)le5(wGwx9Q zz~3Gy4BA4&kZohDPD2%rT?xN_JqiTg-!XskZj2zHK0e;NQ#LQk>Ms`odYL*&OdJ^* zF^T^+v3fl%!O1tk$3wTSO*p+;aV9tKTiv>2Vx6jho;(Xk8NwcC6DW2y?&Q4$Gk$gR zk@6cK%gehA&}mBl zx6BaqCM$ks6aCc7+grEk8%qLgv>M%bRBo1grok^C#+c+R9j+c`>|;4c3*7ZuoXvi@ zecOqb|67;z!b>V>&m&phzqtNztF0U;9v2xca~fsIF`VB#sc4tOxD7wYiT`48I}x#R zK`+RHj!;?9R23kc-r&|(Qi15Li8WEzmzT;rBup;0nr zxi8N@Kqt@Hq%-=eIkQ>5R&hb_1_M|cv znVOloa1&087Y?=0c-4%)@F=+tUhW;@K(n%yX?hMH1p^$0*wBU6Qi~Fo!kCyC#wgR^ zO!IA@1)$Yg65PoHU%DY-@RfFffq@~{v4(Lg5O`OI9|8fb-~5%`*CkI>sQ3Wq<9=J| z0znX#ai8HzzMkBmDS)&H!BOfkB$z0}Z_;Q#;NvO{m+zNoIQSL6x^;>Ebwf-lHCp z)vf`(y&`y^<)GdAGw{lkdwmt<<#RygadbmNgVnGRRr?M3k-FF4YNn9J5B~>QUl|o; z7qyKK3J(gXNJ}Z*NH-V=NJ_)dT|;*(A}QU2AW{-TGed&{B3+V0cXvp?XYhH~_pbG^ z7XLWh=RWs7`|N$~YhOpg1_L9XI1HSDTPlaswQI=+ckbLN^8{3^?uNl#)RGhZWGeZ( z@kY0N)RhQ?j?T!xVw1Z3QHXRVO~5U>7MQS+r+q)h`HhZ?T#I|txgME-T^cVxe<$cW zVm+C1&j1ZOox_?2Q*c+b0*P#%O_I!h9q68P|cX7XpJdxE2Fozd=yc+~q6Sr&;j>&X*qNtl{@5XC6` zE0?c77qyjO*h=-ejUhH6uCG|y{<1}Jb1ph$N>=Odd}@Z1>T7FtfO1RRZt`&9WNID{ zT6Tb4v*?Rx`jy#BNQI^AY39ej3>Auyk5d!E^7d!;>RmuN$5_f}>-6%LmE|$)jpG)l zzLxOh?IoROif;)pFqjDvmC{AE)4kT2wHtkEfba+7+_TT-JwrrWGv-riy{%Kqfc3PE zQo3=rv&vR9cIsj6n&CEv#g{Eng7g1Aas$y2&o^_MLM2gsI6;&~cpa*sjZ!h`HXpP7 z!ZC%ezXk@z13spqS+KQW?_{Sv7Vw5xa*B$&<H2djqsvXX^rGl(IFz5=#L35yQ8ag#S`(utoZFKh93P&iVF@Nn@+Qtcy6m5G4_i zD@8r(;A3D?7}8^xyF`*8`#khBaGw}w&A`50G2#k~Yu}*NMrux%VP@NtHRiQgOTxco zFPhWH{bn3m@N%orzLXf|H*S{H0myqx1JcxdnKk&km#LPDhHdzqy7dJZJzxyqZ@f2D6dd+L?XDnfsaHB02q-Knsqk5&Jfh&;9(aj`85d$ z1kJ|buY$XO8kIUNy>XUsT~|A{7x9{~viE>bTg;~XZu`p?Y?jPTm%P zqAL$^RoNTu4d6A}Vr^AT)x@Ubn*(kv&Cxjx$1UPGD6t8-Z%s%nj0oHk)k#I^b#zlY z_;FyWR0!j%&Q)g@H*Wn`R!%OwO2f*4y%?@isiOOGFVXPT3-~Rbskn4{`ZaBe2Y^-x zs023-yR*NnprEi&L2&!zJWh0)i9Z zvoeu<)#j?Iae!(&etV&VmzO_OK&fO2cn2{<74#3|~5C z^pO-kKo+#Q0@7nkx5D_=v6gbNM4iHe?N4}!dJC|p*==J|EF>+obt$z3J}g)bQpyDE<{mq^Z zm>}JM|3E+Ii8~i5@AK+TK&w3=4*}Fo(KT*z5A63(^6igd)AQE9lX2!9YQGTzv-W-e zcYz&bK#nb}79RX!fNCx!C53_Q{>E(T!)JlkEKs1!6b8-|u-PXW2$Aod4(@9t!D!Jd zjQck)oeii|nY{a>%BjA(8b}@iaR_k|PG!>zEnV$znSn85(f#-RvC;b+ zgp68M9zLYoPBq!3rN7kPZ77@vVF$jm3_?FlYOSjZ4&w^g)%;q@_`HJ@YwHx1ePvEq%K#?|#7zApe`7|&fBy|`0U|pDSQEcd ziyd($TgsL2u#Zc`!7a>GHUSDqX>tgrF;W_HuRG1BV-u+f7N!5>zp)R>&io^vH#P_Bbl76wmhDUYCm1qGwZ*zk6ddPI02-0B{=goh_XTdhvMy^IJRP0Is^-c+ zEE$FMd+S==sTt;O%OP5@E4kgqF(>&;bX%d1O91@6%YXKENfBmq?T|Ob9EnJu)nRUQ z-5Aj#^7MAaQy?G+&L?*F;Ldh=RfF@3Qc<&L9!+Hx`>*2SD;c;WN%NraCi?eVKu5)C zX=z$P)x9O(k>H`j8tlaqB6=Kq*e&MzJX2e9q+qrbpr(tS?Wz>H6L#S9M;~ko36Ush z?&!!!C;0fWoTe4BCeDRpx>mV5x@lJ2PKO?jwUcULV08{3{v9ePGr?J3Q&aP@s#;N# zRys0%e%=@-n0DUf^-E`H(!AXUBNd!5O5>vqQ4LOKRr%!H&Fdag{x=!}#Bx7&D=T?B zy1RLYj!r<09;hV zPj(&V^z?M2f@UZ_vRZfhGGX5CQfR_J_dJr-CR&kamm$y|yeqEO-)*H5iT{mkhF{7% z9O#?Tsfc@ zP5=Cvy~gu2S4WfrA#1LI5KQAxeF6?xk<}+)XK-czO^`?rD~Cfr&Vui6heY9)T2)Er z=jT7mtdVN5$NS+LprE8v%Uju6rNjJqn6m^dD8}VY>oG?2m%D8WJ3IV9-!3sXmqC@; z?g$I%Axg!}!5-%zXw35S;BMF}TenA%b--aJwwIt;gZY0o37Z45z9VOLqSQknL<_=} z%YXrGe849l0BesIH?NW}o56a zOv1+~6;;{OQy@$!o>Cwp&qw<;$&9}#qk}SVO$GSq+;+_xErr(rfUGr_njYRlmC2>Z zW8$c*%|sAFym#V>YVUdozMf>pUqGopN12K6-j9R*{nj~${vsa3xD(4t$m_ewEd?oVd`-X;Ma;bh?~|V_ZB<^P>Fo>8z#*mt#VC0L$Uo#Di#+nD+4qPW*6<&c5T|1-)Kzu18Wx!_GOshv& zJC;<7Q8@~xseMG-sN>&h-g+Hq5642Dg#qUc8W~h{bjWSqsX!o)AwSKLFgF(RkFf9j z4P=9x_W+eC`p4khf^tUeBQrX=d0w{FuDdXJ8r8%I-U&TP}CN_-V4y0Q!P4> zK5y5s*2jVT6L=0O&bBah6h%MMPx9uGE>8&WrqJlV+y%aP?C`$$pXNhSB?i*Faxdj7 zb#z&~CJFNzRn=fGU$u>|#i#ICygrW#emcMBp)g#X zk1r5ti#Q@a@sOvl!CKzKbVgeOx+@J>Z?wt{G7G1v2Tt{P3;{)DXJ!KMk38OnsS%mU zHzHmC&6ZHC4Q=R8KHPkcmpZ<_4IpXzSa`ac4$Xc`jSk z-TcZ-S5CURz(9=tzMDyMtpd@`z7Mk+lEv>l>%ocP=siS77#4zpaf}Oj&f9J<7H_Fl zs-$%~pa<>!9rMLd=PC|#K#cZ}(LJnF{V^9ZHf0s7sYL)MboXvu zb5cbIHyE?gH(z45bm)y^;fs1-`@PA@Ni7e6a}h!q$Uk`ZNW#u4de#yExl(l5$(z1} zM#tAT)wDt1t!olFWSVNvjlsyV7)~?s9vjF$|>cHB~C2 z!jg>Wmpr_4<2nwtmyWb<@%rKnU8`(4}4)^hx35WK6VJr~!Xd8-b9<0VJi-#Uuwh z<6QL!nC%Pn(SbqAa`RC>GQt0uLE0O?o{dVmLl08%vl*cra~j%4ga+2fAXFNm~3oIa_{6Q{zns z6X}gO4+ho)yhhA-l0PJ26Ba(*$k2l9@fy!ms4BsFA=N>3S*aT$qZp*!}uCt|^ z?!9Kin`n#+V{@`bb$xwZUUIq-8fJZjP4|>vl|DV@Gi&;x{E(9FOQ*apg&aZjYWxks z0$SJroQ+$ae*zwLcDPm+4au{zAqxK+xJ^%z6T+tKsJc2kR+4Y*n)BvpTcy`|SR81f zbL$U4PfgKfFgB&!%rdDoJ0w7e6H{0@>|a+VglU8!?<}C7^&j5r@F25V{R!1g>;$Z7 z%MEr~X%=ox)>_p{Sc#y5~PUK zvUh}&?#S!CjPn?R0(bp6o!u;JP=U)1s5+tD83wLA+D*_bX=i$zTRU#C76biO8f|TD zg3wp3b0Jqp9cwPHA-R?Yj;hStd}2Sh@Ph#{h9|0Pi#X|3VfW2r{}#+-$jIFw@6Z85 zksi8-(X=a(T{dYTZ2zZu#)mB`92>3ep6GqYIOEKl+MuE3tbr$pZe##V3=#^UE=qXs zSCxt`sJ!Uwa{z=ZS1+t(i65#`ITcn2*U^RKRZr*5yoy#iUREPE{cv-L^F*8iStXr-!TbfF6c>0S_dz&Y8J=0Q+dk+ zAk6SA3g9>Y+y8oaE2&`%fm#HbFRO=+a20Q$=<4Me4oVX}@A%<~%oFVIM!OCXL=qk8}bHs@3SRXIyj8D?%?OrUzPN zEppibhJ@~qee@yfu|RRx5?ZJ)h1={+@EQn5qJ!>{bViWz;G+-#gC(>IC&X(^z?#_@ zEfM%$jZnAZB*m32l%Sgn(Fm8OYx<@J2oBYgY=YkcpcWNby0NF7@5*|V{G ztq{M&F^cV5kHTz-fIF}QFV73|P9BTih$@Y;sw!y^^vw^vaU9Z|H1UeqFoa#rUX8-i zW5&0jA-p^B&8$hGz886ILUR?tbL!{-1cU2#%RVUKI2)*_49=B-uH6rwUh`F>`Wxj^ zau)v=71v1!ennobMHGIf?wiffi-~)OoB?uKh3T#FW=cdNTKT2fehRG-&i19``iUQn zf(=z-nu*;*&F^Xl(S8ipu(FoRbWj8cE(D=_Bh}asjE8D0KF9yyXw0>l^UOvFVrY~QR z3f=Tke~S0`)jxPo@k?ZW%9IgNFdsi$31RoW7U=nbN>ADi%lHZZ&M+@e0y!2eOE6$M zj;*0gm-sWere~M2u-Fvd10no;GTbGlQ@Eh9L$F622LB^i7Im3DHYp_LwFOovFcp80 z>ITKv_xV34e$|A++HCrk)jgtN5NBk$ZUaU0L=HXcA8v&+*7p4+*&wnyo;dqR&OsM& zfDxz-9N{KR1`aWZsYN!i5^U?wQWngxd9N6-3bjvhOvmIUH|wF^xf1J~#AEH$if@=- z+70lV?*&>~SHpeVj&eybiZXiKPLHostZk+_$~UnI?BE0)8T2ZCWg$GOtp=ICC^^{)~q8RldS9x{vNEby<^*UA%QM(eds za9kn+@?=a8m!KkbvZg!6p=#n!GWB*sDO{sMriLp<0eH-{`j+WmLyV5G8AX?0!Arp{ z@9*4`FZJcZ^q#&cDwOEf465xdEiE1WAjW5}H8_0#QGfSKxhSZ&7;+8uao{DG5G{%Q z+iCLSc|{uS<^9|rx)P80d`3@RyRZ6?2iTwp;iMo{3%N6kLfR*Rkdk4_ZtKamLr!Q5 z5uVFI_)t!>xybB_BQT>(A_?NXE#mVc>W~Hx#X2Ez*14(cM>xO3r%;!~Z01vQuLmZa zU_k+t>YQQ-{^2*L2Em{JWt zlq~@n;Hpj6zcxjw&KJqxwjKQ%ACzl->v(kw$!A#+Ud`Q>!nM;*U-?HP^mje|aczz< z^+<(%K5%%rIskE{eK$5!gJH<^|H>fL-|mEeyp8=R(Y@^h!J)*CB<2G=cbAz5iFq7g z&n4Wny0$;}^f7E)4OVej#>@?_(QtNueLZPoX(_YHUc3ci^Ku+na)W*66SG>I-{TKQ zZSjGG6j_a0Aj%sWo^wXlnb?0sh%ye=_f(QQ;)^_66FrVKiDNsl$I%q0e+V5nb`NE@ zPZebF(b%jxZ|Wd&6#QybGsWR1eOSUcS0M1pS~JAARePRINq>($lFd=Rk- zd=_gCs*s{ETp_rqmjnS zq*s6>rjjTeYk~aZMur8IQe}e-$c^$zl?*FF^Vo6iEpb9PDHIxqxSh>B%!>~h9_ibN zi>=q&aX!*@Ey=$?EGZJTXBW~FSjIan4H5WkcsWveBgYObD0WX{)#IrnLXL$;VRdo# zK34WF(DT9co+td8Bkx9Me!JPO{%tQ090X+#Mx}H%C9$J;HiJgpbci<7a+R_##*XFS(egb$xmE+lhcH$2e%3j#7_y%fzld1uLvB#w)O$Q{$L4+= zcD~qD1rw^5(7MknTfIz)WA8bEOJ~g~-Wc9+b3~AS1GN-!-!qq?q@zy))6oZg5;M3e zxs?-&-ceChViS|`_?Edut2zluMb^6K@lBxS1CGU|F%uC#S5QUhwQSln+*;QkfBt=f zj{pY|268Y!Ah0^ZmM5hm4CY0=#$I;u8qBV?RlBBqK>2GhZf0w|W!QdQpP+rL%lLWC zVCj_jg$s`TWz?%wL@2w-tHCAOGoQ}!;wqgXew_N_wGXn9WHSWqzgq7e_776SMmV0i zC5^TF=u$i?d2{A7aLkpl_9uWAzJTDfU4Kx7;%04qc4=dLKuo76fj$Ba4Z-%SId*PX zFDP6D%7L*!tXz8;s9@*XC>J+CfD-5WSiNxdIG(^H4S3`7sPKdRmNX-r2}SdyQDeA)Qq z&^Dl3e6ITejvEDMHc!m*=duSiVh{}}+w|TaPB5OA-O71qX?sxR!8fg*n|)uqMvLS7 zCl-g-BKI;LdiUOTwr#0mrK?|i_|X653x|y6&$P!svT9G}2fJE@E`P4}xgp2urKXCj z|BLE@M1&@qssOQXP^a?Vd^Yr23VSzI(DAD-(CVi=OQyCoRLTMAf}z7l6n=2aWIVv4 z0u2%O8{y|)zdlv1fgc*@M?x~A*3Kp#^I6BI%-rpQ`^^an2`!6Ltok`jQqCc0yuL(+ zXWw!+-6^+hp2GfK>e+Z!MUZd6iFi+YqU7$;HbQJ29LTQ6CZRzQR6%EZ64G#Z8^`k= z-Qjn8x_FVd6id`Xl~CtgR|&1ZlfE0s&!#C%lQ&(fqN~dWZV|A|i}DBeEr{SkurMt9 z?qgebQ<5g98iHM1b5nJ0RQ%WfLRKwxO{e!Hn=KwX7$Cyru=$4n2>wBOl zN*I~!riWw8?>M#v;ORE%f8|W%n$-l(TlhOVdx>CEPmU3W)7#dgRErPBQ4^o&I<~NH zd#}k7Ow`H0fLzn|D(a-PR^&*dvZcsb+Y-|Scipm~%D(|A#Ct82VEXF)2c$UTadqj% z7i81?3$T@b9&(H}E+LM$^w6e;!3G*g~V52iDbM zc9Ydw>WE&5HW{9L+`yN~4TZRnS9A|>Qw_z)@Ma*F&p{O{Ia-LcOwQ|d?&;5%p4?32 z%S|^3szI-H4p7}J@9&1Ru+y^qOfl4@u1E|e`4?o@f@yZl8A1EhvGAx3E+vnX>+Ub9k>#pw`cCy9G-g;c zKShPW9geSViNgx%>KEwC%sy>b-U%;H=;rfnZ9!!uDPQ3_MhNdjBWBE+%JZ^A@oh{7b5JzF;ab63b0_&Zmc`Djo8III$?R}ucI zyE(ET`vdCFMXn_>C2ZeLHQup$Hkodj;Gy(^SJGWbo)zC>nhqVL;wSLfeOeK}a}K9+}|OpR?mMozA>NM*V)rkJ1X1k=xE za3`&XtfmY(MTQRr??ZjmHi<~+HIk6qvHb{=Sk62n3CtUGxH%eKGrN4%vSym;W^P`| zqGPo?seKJ?_(Unf&o8*w`&pz1&LdnLSPZE`Ab?f_54(7ipsv2^FlFSJyu@zy^Qx&Q z@aHiOS$%9Ijvm?HT&hz99K|;*f&q`rT;E+MH-CK_AMf;YZ}lyz^Aru(M%yhs=b?6e znxh5~W<)jgPi}a@t&iXRN)%GjWt?W5>&&CqJ*xdMB1S`CP2{)|#_k>_XmPE)nKSSX znc%!%Mev3*ZZ|PcKB0yTm*;;YhdBHTpL8Ebs%r?2J#beGnF`m0IQ*fOGy4%S#+*&f zYH1L51N>@n*h>l%i6>yi;&zuATLDr&W)f3dMWAz*wb(^@&T|8>VUW(-#+cHkW@;9J zsBu#1vv7jgL}a=f`9J0s7VT#wv`4szgD<|-z@Vz8(C7h($gR}ff$&bXE(cG^@pLgD ziwS?pK1wmVGmDl9;>MsBv8&Ivcy(^SQ;;9CUO;IMD>4)o|Hi?_L4=e>rG`}U3dq_x ztG)=Kq_z{$+txCSTI8-*bQGZ^z&SPRJIIJthTPu{ocmQA{ho*V0j!1n%1|ct@a}DV zJ-VmIrG2=&LWa@`0F@x!{3AjVaO=YUIQ?rmMRRoa^U7)7ZzBbktiMMjQ7Z?oI{A9~ z`c(Hq`F>B=x!c>OAI}|w9NPF+buSWd5)_f`JNJ{*f9vGKFTX8}65%1Uz9Xh9PY@E5 z#A+g_`bRQe&PUuSTpO?978WV#x_5sLv2v7~1AC0G4^nQ9;Hle_LhaKm z=yZcXJR};m9S^dzXBz_tFGkU|D1a4F83_g4lEvKW#Y*^nUS3|V#Z)vrs*^b_{s%z; zZigxJtojNG-0F=_z$3})vSO*ieD`JT`&2rSodDub8xf&uKGfZdj)#?z*c|4~Q*C;9 zlK3S=f`C$uTTDdhwb^p((aJWd9RyP}*UU5(;$BIe%$=~tF-(KX6oB8(#++4cS7TqoxgdETh4zjlVTKAV0sXZvhuLT?&^dsSj&#>%iaaXPFcN?!+-~sz|jcl?1 z_SFX~yI|F@!HT7^Ig_RRHRl{&Xa8o;9|lbp+j+#Fq9xM(U4xHK-`_g@MJo}9_6v64hd&W4sgFK5g zy3uZN1uqzp4CB2jbwx!*+v(I)@<)=4Fip%~%&NJq%TqvaYHjp$MDJtj#0?+4JF`9T zTV>-_x3yZg9m2Y{re~b8^&ZDgyf!G(d!wU~UOiMUT*+MKcmK65f$d{8ZjqAy$=a5s z<5w-}xOc$|dFY-)w!bNdE2Z*p#Vc1RQLIsQkc!DuSW)pr9disR>lN1Ar_Z*t#gQ>j z?Ya%<#Wp*8Bb_AKo-L0Eiu7m+LLtbWC%yHd=3GklrzyEd00G@Vmni`_cKw7c7{`m+ z;Ide>W?64sW2Q{3Eo9TD#&CYXX&^hRZGj?fU{2e_;#V0o(_gNcv(RlPI&b7cX?m>u zHC63yciATW>9~SCk~b~u z>=WO7ue;q~rV8ZrIn?6%VSS=+Htq7Pvc7g%Yx#2VE!WDwlr!|#+HsJZNIvLcC$LR0 zoO+Fe4Qtz$C$Z=yEfYHNpI$wmS8n;cw*4YNolIBHrov|-CsmLDQSFe{-i$dKHAttU6?FE_NRLlxJ!JTHp^(`SQi8JP>bWPa*MTD zy)s&T6&o`G>MPzl1c8gX_8%{nS~8LxJ?YDiY3-1ZNa|}!W6i!Z9K&TI!$X{CqP9yK zBd06bWqd1Uy7MZ$c*@(>WaUU@xW)gqKi=Bu(B-v_Cv<=ICA%D}qWf33-F3j&4cBUb zVW|0e$o#&RnMg@HBs>XEnl!WM94vR1fwcf)`~Fo}=j$+qYmw%FSQZh1Ce-<}@!EjKufvlX%8lp4Ipt>v zY&wEX{RFpzWozx@AcKxCkZNr%JV9#`Lb4QQT0-WCCG z|Gqb%e5)oS^w;c^?FLRWv@VNvg||G`ICG)z`bIOiLR?FTra=7}r^~i*f;s%f4$M<0 z&~N;AsWjCTLhVhxHn;cK>IYBPFTaG=S{7?Y7(6|X2vXA2ZF8FtB`Rrd!Jr*M;R>;d z7y5xVx5S-$&Y@M!K;TR#TWB_Ju$!&pSGV=Og00x)a75jy>Qdcc?K2ugn^I@;BtebG zAcYXZrHJ{TC_EM`Iq@&qovaad5F~cO?T-)eGOM;i)!$CXeVP1vu;IkxcVeb$RJ<{? zzWWk>JVK*8N?U$?8TRs#wH=Z4*%dMW&8r^r4^|N7ign(%t2wC!9OiHEIhS%}5mMY# zebo5)0D?jo3Utybm#h3nPFYx3j5kKYwtH9WHMH!iu04FZRGh;#W6~K7l3l)jXyLco zyJON2R`t~T&43IUf);W$s!ZP=nP&Q99XZm((Vn0Xt=w;?LnETgLB?PH^(Bmeb#g?! z^?tDy&36Z_UQz+MHy@MQ)9YxI84q47B&4(v#V*Ju73Auip46T!_98RlSuN5TNE8JT z!P0kR#3r_1&Dcz2=|V~ld6|%_P8)uQr4*-0_J|`c_vH26cb0AAGnamOG_78SeS3NK?Kbq&Cw)^D!I|to%9}T5tRp5?FXQR&$ zg6N)V<8*D**HL*&t&}VOz}SC!TqIiSw+z4`8%=Fe&uM z3;6w7EBz}m6kN!})weyS)6~x9-@WU|a0o6abY}bA+tCq&X5MEgLTY)ReThs;Nnxg^ zANbD3w>$WqMP%XNT*2O8s|kK>BVk7bl_+mI3i&uPVFSTVQ2PXZH%dmE*ZC}Gp*tY< zyUZ&D|7MK8y%t-O4pP!jOM@fG>ilIUAbpbYJ5{EQ^U7T{I=#zYT7iw$XL)A$fPzQa z>88$;bSfz5a1s$2=~%FtP9&3BavDi)#aL;LQSD}**3OEG-Y~eRxPYG8I9Z?acI=tD z)Y{PuYeN;|@t4P~qW0|u6WRDU8yRy}C`U)^MRh2}`y>AR%%RNXW7DB`Enz3pe2!R5 zbIRU49o?9psga&+xodo|8q`v&nHb`3JAU=0zD$aL`i}_CW`0tAMHF#g$kRQ|(avfA zCVGV~fnU`I{!$bvR_4=&zHzqobIAFbGHIvfp7{6omfz4lh+kHRWIJ}8VSZdPKP|b| ze{oJue_g-ODpszQnq<%W+;eP2saC#g0?LrwC$XZ{A+ljvR`WIE+&kS<&h2U$M>a!T zCyY~KO1{LPS_Lt6>W(wamjad3>N}%ULGEI9h@1#^h%7K!X;tdDU79p{PSG~Hbv&oI zsRA}DOMwro@%ymo@=duL8+js#-tuiWn&5yZ^CwWaIY%RWCqtq!3PEITQx|{6(Dcfd z|IwnQ+(US0B!D|kk34lQ&RNBzKYjk4wFUo0&EU+E%ODREvW@UDxw`JS>{{*`jk=Tx zHdAEIuzSBTiu9p*e5@|_Tqlu2J9ex*ho{S3y;IL#;>nUw+y3VTP6BU%GcWJYcBjAo zWG&s7(~maeOQ8JWf^n{mX;}cy>*LPid@t)voG#af+AGV)3Ge7nDz$-_1kh?RxRe`Y z_{5zs*a)qY*J`xCGG=b{xyEQCm&dj~mi;b$jNPGQwN;XzP}X!-?$MP+!lB+fxmG^M z+7vUTRR4rtGmY%?Nl9O*|G6F6)ln3zVADgmxaHlZ-=Vr{jrcw)BRb7fI@#*ZN?%OD z`IQMvYup|*KQT@<u~N4DQVTh`YJdw3GOb+bgu8CwBIM8ILH_&JbQeT^s8VRd4^fzpW#DKB`XP( zU*>!roLklpgywZ6^f!JnzF5Q;Lw=HZwP}>`Vd0Iy!QI*!|2hGA4$>!N98vWK4a{o` zI#9n?9hRPcL+9lcju~k@$G_}?rVHKd<4`0Qs$oOUi@}U~3@O`|X6Ekkri-cPUIuda z^>L!TD4^;~nZy~qMbm?<8@5^%>M!7ajviCyhQ05m?I)XTGSsHsngpGBaxM^kAyZqi zmCwxP^O+KS50U_(_gr7UNRwS*$+KwiV)#UXl~7MyYm^W+s-DJ}J{L4t?eQ6>ix0QN z+c!U7#-2K!wV~9L25+Z`z``ifG=rDN$ZM|cKp3y9>aMsrljhMq4H>!zvGqLWjJ6e> z!gl5Puk7_3q{_{AN?cANnBq507__uPVCwa}p;W zY@_98JMExa=+Tb5;RVz2A+VFR&7be?cmUH_177}+d5MxEZQTup(rKt%;b7h5>Oofh zoU}Pl?7eOCn85EOf^D5E%0lgMz6eoxQx0x^0d{dNQIufzQXa8X5_O1}Z{3E!`r~Xq z!f56@pLfEAS{OSSbJLi}?4lxmP0U;iq#RX=EY;axyet>9+RuvPOuDG-Jx>`uPo+o2 zO&d)-vYB~U(n8M@c5)x;z zdWMOb6B#~SS_TmM618G3iSw7w$5oo-(r5lO3PRmZ7b_Q^$2f_k?T6+wQaN1mDY!aq zY+Oet1{iRpdZe+HF-8Wp%H@%%V{?w0&m&DKp7mBLk{zGk zPq|t;=0%!POR#6oqtfU25@u5>e!8Ff;C~k2QP2_CUUd?O4#Ym=bJWGQfY8?!(kc0% z++p^#ZJJ5gCwy5Yk+h$1clGZL7o=iuV6!GZlU+4imv7v(SYn?6qAU0Kc^Ac;E8 zcYX#hF@8#Y+GT_I6}zr5NU!I~u(bte|L>D!&U z_R?E7Fd%&NSeZ$(15*+7yW17oa@c)%Y>`)PrDs%tWYUDpF9TN(`|0W{#JU1I}@nkczA+w2Qz zUyGIGV*3Pt7wGL|6QERQVR$0aJlEzK5V#1M-CG_*hxV@cPC)uX+0-+jI#GBLA~9|0 zXJ?HUA|Y7HfrYRujy*E?Qj+l>`KB$ZB(ayaM8}=tTkb2k)zoDZT;@1~K^Hgu?dRX~o53mz};9eU<|0$5s86gKLjq*R9JPk@AJnsPHqWNyY41M3UAYo<3nDo4i5^X^ddd0w6Y$Bf5Xrrn)o z^7sv)CaiA)YEkE=BDcOYNHS3rT5??O?lll3CiyLTIG1b;AKm9A7qq$4fNxlHX%Xe( zq1$4{$~MZfU$l@XJ9W`E&(<9ikzyj!z4J>x?wQ2(*Zl2bf0Gon3+GQ#)s+&8^*p5O z5VA72)wj^7jW}&fG97K&gP#ni~8 zJ~JtbXxum`pX+K`AER!#ce+Bsn*LDAyzb=6JM#m~cm7uo;m$V#X3!)=xvcb9lYw6I zGv`gn%g;$D?N&?ZcM(4pgf=A%3^ujIJO?vRpPy{w@8BEfEZ*1+)hcGS%t=eIzuUi`m z37*c)oNFA&dO1a@cz-05p8DhC*c*oala94=*dFU z0Zv8wD$*RQy}2z=VT|N~cir9nsi=D6Z5|7S)jar3iPBJFqLk(x*23PLhv>~qy~lK! z6~V}t!k#<4!4m1c-vr6mZVjO`TQ9<7lrDbCVS^HEDWTZ@3;wpy81$+)L*C%1a*vjd z0AFq>))kmjRkl)o^rjHz`C~2g5(fO1)QY?f>P@=EmkItL?X0BRz4L>>oJ|V@Q$AdR zPBD0D@~%=kGdgwDKFJEs@pN{*(OLXo@Q;E@yImp1mym#{?pPvb=k3(sv zXxB_WhPG@>H`&rnbOwdpG@xLB^}si(=`kmPDcJDcGTiNNhG0`4*HW6#DqT_x8H(Dx z@eKClqr3mXg#ybf9z=pPN2^VL^m;8tUItGwxYhN@hgVja3_JQ9qLPH&$YvUEM+1qj z7#bcP)ut+ZjKJ8doW^`UCa(r1Oy^*+vn2mZJqgs|p0c3rdnfS?@Iuknyo4vU6!UHj zoUud9Zovwb&hPweRKw*fX>#};a6b{oKqJHWmpQ@_RoZVT7Wh| zj4y|elgZ=TgBKOxe&eMkCARtbkNmkz&(0%RdSlAWPGjd>VV+{pxmv8{vmSX2($0Uo z25t=}f{~zD=!bmgT|FGxw4TO>^J8oxnzfP6nG551pU?@K_7-oGfCmiKOw!~J?wqsoO1lZT2&oBc~BBm?q~r`>aq%Gv{kLD z`9zt>Dd6K08Nt!R^RBMABr~X)qPd^&vhwyTG|WL#8$`(K(dUTQ@q8**9N&2fqO-Ha#Q z6zhbKu#&r6?}sAkNrkKZcQ%~B&3(xmURBpZ7`S|3EpdXrV!DoPUA(&~(KZ{JAyLLg z2#wh5<29*Su1rX`;@RH6KcAYBdsV$HuL+^hbZQNcbM&jqA;@%{1DkN3gQ49ze1CuYq|y zV{`Anxn&4k3-OEmcSZg%XP1B`b>fOvWBx>uM9T(o-W0P=hbCh0H&Z(s692bB8E4wi&_>bmiSxnCrlgAS=Hg2j6uM7El4sN6DmXC*H# zNwTg`dk*{6UpJ^NukTVOCefqZN9DK(w>4Z(S9(+F&y+T$4IoC`F;NsVWxn?Uegl=I z2uT_m(5#){Y9k)~@4JnFuYoy0`Xx4Qj<^IhKF4ZzR;M`H?kfJ7x?^j+>c!Q;qEva6 z)7A5>r+SJ>qetj>XqL>rqi(I{*lXmQ9@AEXUV!ct;Wy+u7wFyX;=!gpZB#M72pE^K zLl&PB{2Lozq-*Uyr-m|v7Nkxm(oAI;aNow*mfHdL9V{&55XTyo#gAv>WhP~t(+xWR zyaT;UgW07HvGEB#+)*`YZjQpbpyMV?f^@r`{boxY1_SkX9W`+T+e{^`5XF&0?X+Xd z{?|Sda;@uQ(erP6Z#Mf zWd3FOCB_-(7ce%eDM#Jk8LjNE_#)b}!7YIuD6U<1EKzPZ<)4#jBpvKoQQm2K@yFTp z$A^Q~wZm6QHh2$`(V4qs*np%KB-_+uiW`IhiO_=Wqm^Xw+E;@O+p7n7rJYVmLr-QJ zUD8DldaXS-0^#L8s#P9(ip;Ftu{;)0J5J+D8J^jv$Hxoz4k0H`sl{TNDP({bk-_b% z6Vl{c%vs#66w_yp>opg1AyQg%t&dCvM5-(YP zrlB%@m4|zQ#PSjC;8>}`WV$Wcvwgx2&a}bPgA#8QguVAmom89Fxm}s(11>4NOHLiX z*fzNQ1qtH$s72XOh;EXmrsw75(jBeLNpf!;=MBE`+h3HZ?f6KOlOw`rMh!WP2@|@x z54=P}FENoCjcf_9^tfDbNQZuCTj)uszmVmIF7wU1c$pjwZ|kvcjEXZkPtt& z9_=`*y5?@@CbcDwV(d$EkIVDxOsm-IOGtmq@_0n-Nsog1{L!-9X|l6fclCYBU5}fn z#j++IvGjX=Unowxa|}qO7_Cg}Lz;?}Mp>bKCU{JDZ#w!Wf|k@0PXxAdavRzcZpt52 z)X61~lOp+apG@tjVouQjY$#sPKl{BXiP(t-o9t>+L>tB)ATC|%&zNK4IjUBSy|Cy?o6ynCuD+s72M7sv4s)?ETmRJ<^9rx$v@;OrI8e>S=4!g0Fh7b?r^kR9#|<@0Tan@oO1d$9@L2e>CTvEK+DR zl7<~F8bAZ5QOip57FmA#_xg`{iw#JBw!C!Ll4@PDvZWbt7X`4x7tTJfHPVdU@4{gQ zvB>FaspYgkm>oTG7hWbyxz}&F##pjgdPCsu0}zSml!`_+*6Hg&oQmKm!4BO3t(r}x z<$qrJNH$q7U8me5uQ`3xBNZX}MV3WCg44div4X<;;zU^Y-vQ^WD%TPr&Ca3The#3B z?M<&ey3iotqze^x0f z^x-U{E4KnNLCYUj!V+e1d)4*(pkpQpQk&7&ElxJR>{sv3Ns>Q3&fuHd`y)%e^Wehj zs9Xxu2rpMD**yJQfzcUdHR| zoE9rw8hg~p7$gNWVO@Po`mPI#^e#gvo}G8$bXh8U4>C)T zWY5T+Wp9cQ*<33#d#~$eXJuR?#I+SJ$=;jac@^*ae1GS^d++PM#(ACdJkRrdKAw+< zZu}-=jb!R9YEoPz>SOSJd1NG|VTL)O@bTMjWWvWD_w?(caF*Q!J|1~N4COk@S(Hy( zH2sI|oZ13KIYCTjv3pvJ7MpaQ?s^QE@(-&`cgKdInv}HQm%O(OGAk0;jnop|RvTMd z*^-?0L(#eOH??n343_p&v3H-tdWd7#bPrU^q@}07Ls3v9pF3>HZ-fW722%t^fMgE^ z5JaM?t9@;@zx6ibm*c2UAirP+$&dEg5#zI)y?QNQ-q_5q7F(i}m$eL*5H3{+L*#pM zdkq*+N~zCXyaxtBIS(zfYnp*^bl`+4Rh8-fmHgoG8go-W!*=Gb_vbOvjqN2@8Khq{ zs+gLMdUoV}R&VU~s%y(bCclh}&4^mqN3x75k(j&2b^$AG^u_{DE8kunIT^0Lht?Y^ zHIKDZ-REW)UK2MJw{!cPlq51V+EQ0QF)~gV&D>WO`ECL~zn2Y`$cS)7h`(pkJG?V| zzGuJ%u{M7BbrdBB-X{b_PR_#>8!Mbm4O6m)JM~{NcFx)%y_<^4 z_|NYGB-dj-y_AZ6Zu$#aKVA9P%KPOoPfhmWB_-;^JqDuYW;yI6KZbSEIfkp$4UHuB zC!1020lu@HojqdaWwRBrJmyY*&K#xutP_Kuo;1+ZRqsr6+pR579J9xUaoujKlxRwv z_+?w0JL9g7oJmqtts2K}Tg>fanWA@7+FCgJTy|~M38>~3h;0;=Oufk0uoLL-Jzgx- zvhGG#vXxscHd1!a2dQ|f_4Wo5dmuIP($Y!jXu2kYE)*f z&)PD03S;aHC1p?rR+PtK#Z!es?JPHM?t2DjzTN>=E<9gT=l-HrWVuIMD>>`#`5xR0 zE_nw>Uz!%})8lov_I2f376;saK4FvP7xFmfLZ07TJ>#Sro`h;7?s5cuNqv)|k%_sJ z4!>#)du+<@dTaObrb>tl;CNgk6XBO&8fI#L_+usc1{p3E{srKzmQCEa5G09^KQ-B4`kKQMNbMskvqK-vQKcZdB)qZ|mgHtQXakx;H zWIqx39NkMK87{7eza$L1q#XTQBFJ1lW~)zi9!T zWWUy&x~1HC{}mNMB}?TKiH;-b%tDdcSqIhm#e-e^#dXPTdv+J{%YnwNV34&pwMEBX z_N2g82?|}`d_@*6kg96Mhj^#3 z&|GK~5AEpCqtE;1F}=#dJvsN?PkQ7-8Tu2Uj0r_%NY5{QCGPPpfo98F4Ax^agEuY*soBsa_ibCE@w(d zhzFGO&jplk-wdm3KJqa8UK|Vwm>9QnxIo zZYvmlv^-4zB|PDo-UYm%=)9c6=js!JS%o7XzB1Htv~^>CmTh@=Lvgx<^D{cght;fp zIJL8K%sj{pl{$+-b!JWTt#@pML?I}eJAt-_3q^u$D@$ym_r0C>9+v5xxi_tF_Tme` zCc0LCkvY90`?XMScitJr%eWs|Xz*3^emt@j`CMvqQ~1D%SjAdx+rY0SFIhJ?27$Ei z4;II%Px0*`8xUvCkO3ayHebby;R~Q!J&o9=9apDGs5Jn52u4Kho=pyPq zrwet>&vQ3>pmAm5xdmT5I5Me&AX?u)b1oDBxwEIEdjgpkCOOL991Ok#TR_Gc9Z$d+ z1mH(#%ufY;YLchw_>Ifkf!(t*CJ3*i9|XQl^A2$yQ|ju57r9z9Su;_Z^JJ}$Lxd%A za-v&@l?hO_!w5w+-ZAV>4SO=2ix~fpsrkYgvUQ5%Ixll!Zc_q^!h06P4raOw3W0$h1yVEOn_k2Wiyvp4(o;4QPZbQ|i6ujSZ?k4fgyX;P+R!t+K3!<-L zGULq5@cQh%WX7&DBKM@x}cScY$Z`hjWd-RMuM`bq>Db()Sr@^?lql^*s3TQI310(1pFo*!t@W zzA69t4!*s;1G0|w`Qi=4fV6#o75kw-o21;*k;lvsA7*Xq&9W5OVsv0-36$5Fjx$fu zd%*NUA^23XK(l&hZF1SpBQ3cq)6U7Fk&Z$2J)sfF5y2D?an{1YZfwHFQoO9k_x|bK zTUo=4ZbQj+yJz)^YZtja4){u(R+C(-gK>zvo~TWTW-LmSVVZq6<=cWSaSa?h_a|RE zJ&AH?9$eR7pQBE;l{*LnexBn{^{P6KpIdn1{SKd>Brmq=bkg;H!Q#g@4s?)vRFhlN zt^Q$|k{&;#2G_DSXk)U?< zz8(Ufoc|Ei{b%j?4+>T;W%H-%QQ{%Jwg`RFU7D*@)#@lza@_bfq z;Zc7DJ3FP;_ZX12ddua2)!n9{TEMVzxW!Ntr|ni`xqeTPRvjYQ zJ9`V!TQX(P^-hG-J4nUKW&8?zu6LE0CcMnS+sDk%-Q{uiu8Np#pWLbwuEE+jc~s0Q z)!h0bh)#X}nw;`UJ%wjV#m;>~E}s5YW;Pw>DFz+=y@4s}-vXyEcUB!)vCch(D8@5CwxARqUx5M} z>HSokH9t64gfWrJ_Enx0U6}yO)^kSfji0;b>w3xD3IsuA`P}aSBG%I~z1KdCKL)>3 zZXFvh3xEGuuq+bnX=M~nc!?&jNG#*Be=7C&v#(MtNgU1lRpuXAS~9{l4v|3pEEj^to&0~FPn6CDj!ZR~Q(tnZG6c(u(U*Cv znmt6P*qrHri9@b9QG!EXOlJB2Ga88&0HKa6B1<1Nt}M^>OQ%))77P!mJVlXViE?d8J($X*Fg5 zklH2A>qfSwt+PpN(YL>n z+?aks;te%~S(I9yO54(S zyp-_Ctu&=)T|t4?X>Vg=lRpB;Z#(P(bBFi-T~=0Z_cmSkP2~y@>U^?KiX36Fu3q(Z zTdBX8k+ge!IB^{NYyD2Fu)9kF%D&+#-iCc$So_qfKMKRHd+|Vc_2O_=j*h$>_Q529 zllZOG8+RVB@?(8=1z8FeE*uOgrOQ`PJmgBNwSb(dt^HXl)WM>hDyW-@--RE z2lB$iye}Yr^4@9%^cd2#ei&)_%R5@>dN;(T6D378C+)GkwgGC|>*p7cvA-=Tt$*Ny z!BY<5QL@*G8ZYR_0FJsm`w{=EcVyKH@-=P|!vPCtRTlVDRHA$r1^n_MJ1qE2sHvNPsI9sM^!Fp4qk?mU4^!D;1Y30IP^5g4aK9Dq7860i zv!nv;s`g=o`TUiBZ`6YxVR7d21i8#dIp5pP$9K}J#MfAQ#_qY_RuRy17M%K@o7MMM zPJLQ5>8wpgj!-$_Vj+Yc4fL&N@0e2zS{Jygf?Kpn}@|;R=vH&=lUCCYF+v z41E#I_jr;47SbO5JN*q#?DGf=q*uJ;Mz_0w$h@vmM-0u2mS8Rv*Il%fKw-s9T)RE) z<;&9pn$}!V)1^k8Ia&pl8h|d4zFXwD8WO9|aI64~`fPOvy;{1ii-_I=ZGm_8_1yQl ztM2?WSKa|)Wz$bWwllJT-YOVS%6?XQOhC^275h8aehhlHdc7+`E`h&IV7dCv`fN83 zYHw?i`B|o1P+-p5^W2*?*P<#r4bo2ffiMJihNxF1B0k={!0*b<+hGMoO(ecJqFR$k z`g`@p|EHsGKb20^{;-wN-6Q$Y?5V0=262! zY$1x5-;G*!2uju*F335+?0?JXOId0{urqCI&oHvQ)K zBP?C`L5bDSvMeH)&0q<^2nemoxpR3bRBSDK?5eLe(^Dqtj#AcD01GZ^K?4g}FM_Di zeyx2u_)WXi^yZP@lMndu*|!TBzpuYTrYao>7phr06fh#m zxClFQ2&2&ux3Vgzpkz0Y1lLO^p?u{!vhyPCwU^o<>#8Pk*`rL$kf7H3c`U5u`&h%0 zHgB|v$o-g_l-mkAOXf>Kk?`92Nk>&q7m;!w+O}Kw#VQl+%F`U?lq<9X<;yOe$C||V zM4#~&WqjwbZu&U`L|lv}q1BI?)KvSiS?a@u33-!c+bGl*WK#H8;4wPS^V0lQRoza~ zg3dvr9p4YxIoB>_dQmjBPHv}6yHJBjA$ZHF#Cp!;0x!RNL2D{exFYSHQrk~{(7W~# zylWkuW~qvQ9`km-E(*bRsIK*PU!!(iRMf%qzUpPP2i-ZgO7Y=sGOM$@4sH01tat8# zG3Ni+@2KDZ)3iesG{8n#RsReypARaL7robnWP~G0j(03g-mEb(UEXR(%6Ehc$%wE| z%&#g&kkbf3%l7aEa7*jEZZpGX<}SxjVvD-hHS(fnp-E`X7N*XBN7FQsvTi~t@8UUI zp#n;X)4u0zkzlZMjUPRAiHEKwboWhXt2!0=VvT!zN&Mcd4J2kU5Z-I)nPL>G1&lJ_ z58jcS!RMJ#e;DBWY1(jt+uL{%lU4mp?eie#HKjrU&6iYw(k0KeXw*;t?Fr~VOl_p+ zo=*u_3bGb4bO}Jx35{ns9$D57yuxN4y?Tr6Sm>FG$N>kX9Ef!Qda$X%A4MOcp}C~* zy}tjl(g1BVRI}r$ceAm8ZAQ9niDkz8HyPN^`aF(TvJY))24lWMbLjqOy;2pGsO7zd zgn{K}I!U6R$vr<4Sl^rKdFAY8`Ry|Om(ALPg5L{n(>>{cDK$W?Wcah_BVD?-%b)Hp zi|KpyvzyFXJa$35mO3xwXDtS|gEuFbS>wEGk;K{DF+Emro&4ABYrNM(?0pef``UpMm(p-%-2obKa(fTpTI?7Nr?x`Wo?QUKxzsRLjndls4;kL*6s=PbA zR%G`frjpsi@wEXthr%!c8MEtb9WBNcDP2`7AyXK*%!#~SsLQ%9;`*%J!7|jVo8g_h z5bb)CE!~U3Pi8H7qupO447yv`B%5m&_2uQF-oKCw>mp_)l8KT>!WY%pc4a0adM(YH zo_$~=&D9RC+zRVrIF?l0zmnTuI;veJe_?Fz5wnOH7$lTe;Vl&}-PuXNvs|JBR)`dp zLJDivL_cowc6~XbK@6Y&WaoBt?_g>~Qw2tr6h|}Od#+dS8?98w0zI9kYHaf8vO|Bx zlc6p=o9CPQbNAM+wDE2!6%P{}4#m_>3k~fqiO{CcJ_q7v4~hpVY+iN}4GGWctwvEs zb`W>vlqaoelVLvRu%$I-amc>Zsa|3p+MXj{CGUu)oSjgs7=PWb8^G)tjq{TNa1ydG zM!vyNwPhH4u(^92xJoT@rA1NE0rUJ23>zhC!cf2<8=#ig%UD&VHm3P5b(rMS64$_+^8Kp_gtvKgz@7Y$X#{-P!)tO3iJHsY z@3dW1aoeL*{4cucfd0O=3a89-=((o_LO+XYs+RFS9ad3*@uE(EU0!hc>!$%&ww9GW zy^2Tvevg^c)j(Ruc?OKYov9|s_7Et+TVAPA9$d_AZs&t$(j%Tg^2;A036|u_AylKcw<0(Ak$r8#@l4;hQ8UIK)-G`4#FxRbgMIK&3(BHH zT-}K9PUiSm5X*d=Uy)!}qYardw9NXSsjuM3FK^u=Zdp5=j?s%5>3dn;P2_lFMeLxO z&$(=ws^;;^ekF`5hb z#pY3VQQ#dqoO>LLBTO*up<=mv)IDL=>(T3%Xh4as!POzELqD5$z?+!Aj3Ow|R@tq& zu;rXoXId*KU{+R9u2y>-QTAoXC%kh)YN%`T$*nt}!(`qr=!WsDPrEMHFa%y_gF}8k zXo!(#&z_|Nf0W&*;|7qO2~SJ=HbzBY3HUFdE};`XPATfwFO`yx)=@0Eb3pts!(q>GeuY7 z>RBrHz{pYR=Qr&w&n@2_AuFk$gZ)bJ*F88UEDDup!3`>qz&(NN%G!5tg1FCugDAPi z)uyJ0rE#iCN|LW$6}tgxloI{s%g*2!%+?6VQ}Z>nm?0FQ4X9Vl_jL;Vk0bWW*Kg`M zZ+qAW7qSdJ>rI=GUyjmV7GXJ$nvK=@o?YWBJwY|WGJm`(Q_TM%Xk4{LAyejok?PR# zP<(jZwCAK_RQw@>U3*wTL}3oXLlIrui+Rud+tMD@TI$P~F(iD^ewsfPkSP1peeMcJ zZA0N~Y@2#S$V=zvq8g znY6why6oA!%o_Us1-*30y7iUa+B1)C9CeDn~&=3f&h+@hw72fOQfNBqXKD5m8pc8yUNODWJCTK0&;Gwj!jq*9% z1us`!wGi+{&7HUks|AAuaO`Swv!$9!p$1}no~etp(4c9auMMC6@R5mO z7~F>Fr3M=SXOlCY+8;g7M~+|0((q!oDQtAGm;5Rwl_Pe^^GRSy%x> z0!vk$+eFz#6I=Mh7FGVlm#XkgJaRg5X5pxFxpk3VXiNH;4#8EyIl&(fiq+zeRt>-j z)cPljfa;F~;O}7`s&Pfy&Gn}Dh~-=LK|DB=l%1e_)`(vFiLBJredwk-Ub?!4M?R1K zR#20U!ZB`NVw)-7y-^t)dpld(CALtTGRa4CU~s)NodxgsFol~9++$B#vkuMTM+qzj0pOnN_Sa(!8YJ*~dgnYop$b9ZckF4-Sif5T-HZ5d5uVk<6 z$Z{cn0Y^1_FvT{WQa1!WyO0!9XipyYo60shhzZ5;B#xGh$BI*IcjEZS(N;=cKDwi$ zqy3#QGZT}nKTsSyvtHA6!L$DS_13w}r19RykLh|9`OULX7Sqcgc>j`Bw3)F6w%^5( zt-${zTt$j8U(4+$mk%K$hn&92yD(L>u4m1Mmkl`V#$DvQV1fd%k5;W;zn&FDygvGV zQRE)6+ikZjNCQeVZ*31>*^YtNqPKS9>=J}mnZvw(YdO8Y4JZVDhh)wCD)X~{(87aO+Rd8VHRlMA(vYb&fp^a}G^$g$} z{U`@*M%L{ZY3uaYTUjGiQLHaAV#*m=^ou3Y#NF)sxEC-kA12vDzPgF}${8`bDr9Rx_js5)>bifoeU`hyi=Wd8>UZd+(GgwY-&kvyqJiq2Mj@8J3>0Ae zGr>g;tn2&CXg4tJs%AlEg07)4(VnC7DWrV7}Vuuys#u7zE)b^=V@}`SS+9% z1EvrNtAu}O5LtnSLmlS|zVEn7ptuEhU^X|;u{!<}!dszU*|)cM&rZ%p#DWXm@1)F8 zp#%bGQX^omw2zf)x$EX9%w&cD6;Y7aK^Vw+Y1{SOB+j-d^r=SA*~lnkdUh5C*a;Z` zYxtAI@5GjDPN@z0h_w}H7X_LZ>2>6W!VTV+$rUxkpZ zZ5yHRJXmEB;*4Wd>$grf{!NezF7HDRlh~L;7bZDX3xk2{<9he^U4gs5YNA1bgy|Qn zH3(fg`Obf_-KK8B+9lR{^pk?Lv@|UjmogNM@xFj}J1q$7jNTjNlOs(KMOq9YZkzq8 z7(o0P0Ys3PQNBFJq!?xzTI-ZBM2aw5V&1G{$8_#ipK(`)ypZGcy^ zHZpNEpcFZeod_t>?ng~)DC+>lM8GK>4rw=e9M0>amOYPMZwk3^c8ikr1stEdh#ynP z!EgU#6*5Dhc|BEuN5kRm`N(mmD#vB`#K8;?yIzBj8PeF$Fc$TWA@MGUQAemBrHf>u z`<6Ngy+aY&wzf8ag!>ZF+g`RN(rT7&DD>xSSTWU{N(7BlAtJ0$1a{(Z$r15pEr*l5 z4zRq*2EyrN;Qk|v@Db}e?L?0~)5I|DD8{6_xd@0aupcR_e;`fz(9S}KA*c8mGf z8j4M1(gB2-ql#aVP!?1E4;1CVP;xj__s1OBWT8dgxF$%h@UG!i_CS`)vntyEz# z-5LghvA2Qf3Rg`>UvDpvG?3KMNrdRsm6AZ%awN~Si*MGyWh(6WaM?5E20jRIj+oS+ zhN{G9q+~%1kgU(P8q#e+$%!1=4V7EQ%O>zE>v-%MI&btyV6rn4!#zPS_ad!zA*=hI zjHfGaBwglu=^{{edvKqe)9VEGj)i5CUgUOsbQqqHplum@VQQ?>J_2$bh=_=oq8%59 zm8~i;q(h%xee8(mDYU8ZT?Fb2SDIgb#R9{rAa)emX+Z4(IlM}Xwa+F!2k4!|VpX#O z!+sA9*nSJO;4v|G0kbFcBwvePNZh=y?_=ON-!=tV2B@W6K>^ZEHo)rK4>#SZ0fF=O zaw;zGjqm(o;^N{!vVk(-$M;KRb=A$%-G8w9V3T`UN`JUeSL7L;4%ZEcD-4Q@M4763J0fk{Sr1B@l zkYE5m+{hH+ig4;m6451vsZpDnnkp(N&;S7tY>de9Znxq0&##Tf01KcruxA(_V!2D8 zFT4QZs5Ibtr_D%{u`v^%ga98DKee#71#s$Q3zZ{0&h(~|4H+@>bV$IJV;gkgo9n`1+Iic@& zw2o{3C@@VK&FzIAo4M^HWxaxGmO9Z4iB1h0_ds5w5@)cd@=d-?9yb{Q*Pnl4`2fAT850#A7Df{ya`XxE<81&Nb37@FHV|FZG6uGNt@*lcD|2D>?cLqowJEA&HP(vh z@Td6ag0f*qUjr*>;f0z%4jky*T-ua#TpDHU7TW#*)B5yOkTPV@g1aw5Yv0gZyuw2S z_yrY{0nBM&A4HT3bPGE-Lunq;D*lwZ0-VJ$*G*#M2l_h~h)(=!u_k?-30^`SAdIm> z3G6fB*iIF`D7LgzSzw=4;QJy$N$*uCt7EnXqza^-Jb^eTfqa~rH;YCb(c|t|4he3n zQ4^;0i&t(?U)Oaj-T)~qg^{D9?YhEk2fY0RIpe^V>r#3Z!u`6Qhlq-)+n3j!-5x$)t9|xI5xdX)~Es%W@Caw&j5*deSmYIZg02OJY&NwRV;{pMt1uK{7rfXhLsGyTo)88>}5)aUaCS+j@Np8J9t01XWXty}r4?{~m0Pjf7 zHvYm~P>R^@+v_@aS4DG|CEnklNhe`_<=Q9&RXak>KcYx$Bost9bGt^$45h&fibv>L zE~Z9!Cprw9g2=+Jf&BRQ6ap%M&6@#;)mSMBz@1(ct2LP+0-J42QctZP2pbrk63=6g;-Q3ac+dT6@1D=X->-Xq&c!VKpulbL1Jvf@FF-e?l0mWMl)~1T4_H|tL3usQ;$`Q|A?cD zw^8eOPTn&d`0CowYRY4#3$`%@NaLzhHV`sQ?zJzNg--A%c?ws~Yu=SW*T zyf8zwrJLcAqhU!5SRIilOT|H{8bIe=dB{3G21o5DLP;o ze`he-4NzZ!tQeGH>my$rMi2vT_TtBy4Oug?Ie+TEv9OBsnzOSnpn&~&GA@Vgv5bH5 zHCb#%g8?U>5lW>#i-N=BKG%R85|R0D2?}VKCr34`L8&r0UHukA5MCNOPyK~U0#6H& ziAw`nuacKP9sopuDrPM~z%dR-!d})zL8lN6>qen+%R^W+%fAg5g0&wqoj&cIu}+*W z4K|v8Q$ttNn}c$J!E=IS8V|PXj-vo4eP+<`V{|`ZRmJPFa`%e8U%8m0{pIMJ97e5! z#VCZ=cg-p=Na|qK)Mh>WhIWW`RLcfR=WS>=`f;e@A$0%ymQz~VQoyB;8OT|odFU$%>!a2Y?>*euJ5babuYRZeP(-s_=3oFj%tfw% z8h_<~GR0T#()F;)Rj~-_RcO?C)Eq!VdT|8Fqo$r15%J=Uy`??T{O$X&ZKp#;MKQJD zOZ6f-|6|@SyQ&q~sY08uXb?MVtM|UxxdtX=-z`HR3Ou8z8$)S+n*}yeX`j1u?u;qA zHezsrW$AMt`vLoTkOn>|0Bfqh$ALQmwQs{(D1FAQH}gJ8E@B2f#5cjVeP;gKM#oEn z6Mq!zb^zDtInj}o{lh3-O-n(D3m$4uqqwe-poYB<+L;R@fs!r7D|c-P^kJv9M_=#5 zk2r3^x)?MmE~LEiyD9Zge%pZj4G<2{0J7JNU|a}K?p1bWDSVvHEv$u7t|jSy62y%* z@tveRLQ^NpesX8S+V1*nV82-uinS`QXXIz)t-&tfk^MO~7cm#Kc2VNgyW5pyDD+FZz ze>WdtSQ5Ko0QT84&H$N!0pm?VOBdZ^kLcY6>b({qej*9pQbt@|*)(;?&C@^e!>Bk- zLc!o}Qwlg2r4! z3sMrWg}MRXaV@&;pjoTZZtgaae~#*(2Fn?@t~tq`4-WD4OuRLIb4rg7jxtF^&WU?2 z%KR3?9slGc;U2|jJJSk)1csnEcSf-vJOV~SWH0OkICBawERF;|;xu}4obbUVG|i7Q(eqIksob8sn{IQ>}*OdhVk&AwFqvq)81}a>%APkbC!FZ+((<5TBQ!M1?~zyuAG;y z|1XB>B!>Amv*aM@_#o2_h*yV4Mj9}+FvxuXVi0^$DS5sK&2o#d^SGoj?dt?02VZ5k zoIAPDK9eiFXWc1*W6eu(n>4BPht>dx|1psSg07LmLEl+^pVTTyZ zyAOc8YZ!0^-zkSFs#7X~>^QSxgH4y9H}DNS(4e;-i5%5lBzzc!8Guvn05O$&XtcKD z*i~Fw*GGpRSLPAnvKd;g@QWxS!cJdlD?!eH$=BB3&V(;la_=xPWw~t@0 z-7f&s^$uX6Z9}0Vye|egRi7LU-oA}xZZFu-6l;*xF((Y#g6Wzud^2C3VOvSX+(JI< zbb-{vMajs>(A~N7v2A1yJE@Xo_#O<2*qJ*8eZ_p6+$gKA*7_i49D(e!EQ{vWp!#nv zf4wIiG{pp){qN|?K{{;U_}=Xn-nWQAij4p{%|8^o;J!@8imDlZAe;5WM5&(_^z4~5 zo_1?KIb7Fc7sE1kUPE0@F4(}>F-&ng<+AO`!-#?^`&XZhO5Zh_UXAZ2{*zGwzllE5 z|I)&H^^%Y4>CTUEN(gmz$N}sEgp+i`d)b?;96=2H$CD~CQm z3B+KRYqk?VX%(2I@M-vU&*mNso284NMhMEJ)r2jF%O2;es;S+DcHS7z4*V61$h9!%lU6U zv%=U|S>cc-&A7`v3nLpFPt^2v9jBBE!f?Ohk`HY{r%S|U<63X8BG{s-PD8}}fUgdK zgYGF$Yditknv^+>$?rC>o53_sPits=ak{MKgQ6(OqhGm&?O@YyRXY%>#jx}(R1l1> z^ePEl^?a4}51-sfS9i||{vp`~F}quOyN1!)Moeu06!ih5dLTW92WywEQ8S#zZU*vU zNHrLUbU#V5so{iM@c=6X$3KI27Y5_(4(ku2m14{m1oG6s+gA-C)VYahmWvD#kEVH@ zR+6VN7^%lCC-Riw5R?3(12FYW=2*W5ykWSP$ITqVaq{19-q>6^4K}$fe?dw9;%byr z|M`aBTQ8wrkpIToK!5r3@xS@-(g2K9V)(k!={n}VusQxF<{kv%%zY{Ix&0a5$%Qs) z#DZSo;NVOm2h$qdvl>p{&Qr1)zDY6a(Nn|h)%w`b`HF4T7_{-gQL_jShhJU#adHyT zrqmKa-wG{O2;z5bX7=shkX;YB&6sY-EcuFlBi!vj5Le(>r-HoxLp3Xm>FM5`byofcH{Bi-|_XFwPaV?`T#obcf%{@abix@01FaWqh%Sl zvHv2`{7rl?_d9;P^zSz!mXG}h6Y2lhGx)~!+0UYq^uQ#0|13J zo-P&s;-CXYzymG})yTN%SpVZm2NenW?z#!v=DYu4bpSWCc?TAv0Os}C2_6_y1LySn zWEyZQI?4rkDv3rXH|{@#BMby14ZA+@L4GIkC4w9GL|JQh^ykK^93!?NT`=UBLp&Hf zZBTF!IcgKw^az(UR~bes^9R)fo#-lynM`mrn=Y&4ggX*KBz_5@VuO@+H|NnPAi@r< zyidj_fQQD`+}upWj1Q9A&rcsM<_fAtr%-TrI%3j}9|NK#zqbN2HXwu%!(>*I&!_^N z87hyR6fL_RaU$0U*TtVtoD^=t3w3ISwFt<#^9C&I4eP;f7_ufn zn4tnhGil)MuPP+iusDkab z`N02dp>xrV&9j>UB7~v-A75PFX{K5UxOc|%;D6zn`gga2+l#8Jt4FmM7#P5*8RwqT z0ify7)%`?~qn)Wc{jV4BCXM!s zyc*?YC|w5OvY?nA2cwBh$0@{<=n^*VojVVQNK@ZEfy_wp(yO8?RjHxI7+kr~jb)wp`}3 zhGrv2F!Vz@uo{<%i-$*OX%QN*@b5(deOAP|n=7jaM_!+5gkL$A(Op?}&a1=6YP$J5 ze6YiF9g9;8J0nYibU_AkH|F{> zMN6@AaBy_8?@BlQ})K=KZ@e1w%o%e9+!T5LD% z+^mZQEd0uISN^b1fJc5s%hYJ&*GL1wiDN(50u5nyhXu7#EpI41h1Rltf~f>iWSjYX zWIISg7y>0WBDTp2yufmuo&XzVg&FvEk~(bP@!CLD?S-GZwb9J+wvKH#qm!uLwaJy% zOf0|Kg~N1^sta9NZl`|S117U)C1H0Y+JSL+(!C1#o==@X3>YkWWg6}sQwoAey&lTx zVHa`c_K<6lst9Y>6t|TH{aBlRDIij{{Y>#km}I$OGybmGk|X<8szNxjMzp+Ol(B$4 zB+XtrDrM@TM_LAA_gY(fAVL>RQv~#hHB6~O{>%Kd!achdavl7C%&%?I5 zVeDduPmXD9Hv4lswz>PCwkm&*A1u*NYG+@IT10pGDnM|BfumW=e1KbQX9j>BpVmB9 zf|K+mwPJdvlZ-kGsg(SyxI$Id;pa?W;(zUM__Y>A?8O!mL{>Ia)r;J&FA@~WO~5`l zGsl+~zvJ#Pw9)C1efL${Ag+XzN?~x6p0i7)gQAWijeBrs*mT*WSM&nuBVJu=7_y1h zU@q4*+a%exr4gz2KxTu!HOrZ_#wO+#r3*9lIKrDwOP517_%i&|ELDa|Y%;ISMzv;@ z`o`YJw$!S9QoH*+%3!NCl=ZNr$qdS&bad zqNDF^Z`V2{axw372@s5m7uRK`H*#B4a!Dtu_`0z%LKhsvrn+wG@X?r|j}i>)O9Ks? ztGR4?LmsOLB>FBJYjMbh57WghyHfQ%6n6Q=QEIg*IO9jG$zbAsQm5nX-UafI{-4H29+it zJ~w$imo_~^MzC0e;BC!*IZ2s`$Z%b?Yh7N}?l%u@_vR6M+3dWt1mlTuVOr)jz2`9c z#Tvgx{kE=8AnA151DJEhJkqAJCl82h59d6izX>b_C^~*zf)K5seH{k=P$-DXfskDQ zkgff|iwlBvbU4jh%FOvMUU!Z=P|@R*yPyYHaX=kWA!Ggvv-qGB@6+Uxp7WKpU3^4G zk^0AvZzavMhQrh7MkG)NNM+4@CD#2~yeHE8!~N6BbBkv@6Nmg%!d30>6*eg)FsPbV z^bSs)&mH8tyFAKVy5v1SHSfsfHv8wMytqZX*KXjW^2>K{QHMtle>kYf`H?O%=7NA+il`Jc^h|#351XtsLPK856nUG^N z-{Vk9*FK(+=GdR19ZPrY)N0#SH^oB@ZMLEj~L|u*Wi=nQ*A1vVb zDb3M}K~r@poP?_IYE>U=!oFQN4a0U}DSORCR^nvAN^1sYM7F5l$8J`spHz3sSWZ5A zKZY`Vm_~fSy<*5`S>ttL%w(iPYIWM z63TZ5nkoySg)<%u47zR~?0^+cm1C~OKdD#Y{tVTtoKz-UCu-463jSo)NaPuX$!S>R zBDOXA?*0YCptMCLLZmH^MlagAj-4cly>>*&;5Q<{stx5Ee*|_*YZr=88?qLr(el&Y zA2MZXR%IK4WCfL#Ee9< zfwgBEp!GldC4B4FaEf8$UGbK!SpQ50EDhfx!3!Y6@~(UKy7_~W!A1Oc#<$$& zX%hergNR(EZ*am)Xf*N5G65K|#L+Em9y65yI0LmwQgElk0D=WJ*K=`w3`>n`)OZc3 zF=5+NM>`IGGecAs)UKUxP+^v5`|~#}&I_hy?|X2V2>dYRf8(;LXZ4)lul|Y3{+F!$ zdIRhq=+!`ZAiR-S{WNaz3&2o5LKKC6BkYfF!$R(FFrRK*GfH`0kUc6&OQW3w=!?jz z>K~M+ftN>kV2FQQR0X1_O^Qob3zt_6l1^^SYp=(b?(zAv|I~q{0*03R8K4HGy}iB3 z`jtP&ea63Aq%2WG=l76KH<0?3TCGogNpR9LSg8R2|9%z1|LbG2Prmf}a$6y&r)bm+ z@sC5#1?(d?Z1#VS=`R}nXX6Jt`F+ZNQNg(2BEc^wM0DV;hzvy|zW4ALKuf@(>^h7dQHtsYeTe+I2Rcn}sCay9ZaSpF<5@5`kV zibvp~?SkL2|4Wr{Qi0PZpO&FwaVFKAAG!U;Zh2h0omorYmfrVo^aMKbBaoG%rQc8M z!2C00e}N(Eiw&Od#Ij&LVgS$QHL)BG07w34Hhp+bCQ9r*teMAmGEX!kmE zZhA714GvP2RIf%l<9SdZ4`DtWeGN#1tI#L#+lPbPN87jTXXy|9@QLjIodlCPC2qTG z7@O@eM^G%Q2}t=?*{w!-)j_Td%Ju=(@0WmfWh{zWRT`{pom)WoI=rJp*7^8w8-i8? z4lYNTjkg$ueY?{hS5pTrzi8@v5XlGVR0s(+4N`m@uaUzQwwa?)v8=21IAK1mBQH4u z&Ia_oA$7=DNEp&_%$}vdP4%Jgm9T*_09b)wMQP9K#z)Jgp; z^TWwFPEHj=L&G3^)NDuWvt4(P$HqYEZF~xTP8UJ2+b^`;RX0vBJnN3E+5|4R(DJr3 zota7QftT*V88)H+zv#5sQOOsRVz*Q=8z%!2O;8-_Xn*23PU^uX`}5CUp&P_(Fj(Zk zv`q!5aCINFEYIL6AYjY+0oBjdnS)+Qr2>S?{?v@`R*B&}NDQ3I-(?jRPDRhI^Yy5{u7fx zYdP`%l<|Vi_S$pZH3-`T5Jfp-qzlTFTAA6L2FoMJ!Z~dnMaA3M*(|t8ETn;;>e}>) zN8NUn&~{^HA(n*t7b>IGsI z<+KongbB@Z_iiX8hzbxnu-`SYM}sdyVx@!-7-;|o-F4~9c#?7K2&N3e{SkXj-SBm7 z_5A-l4niKiihr{3FLLS;=i5NS&k*QQA@*X>n1#}AI0Q0-(t%*)8L6wNz-43E#k+*I zwIC$Gqi4z$sei3q2pu6z=5Z@#W+rYPq}9uYKjxCGx{%|wyKYj!dbrL2SnvQg{my&i z|AQYnK|Ce3+mP!cN74Z*YtqKmSrRf>pe4rwOGynwC(i#a(LDTv!i9c$L}&i#qSx1z zKG_pr2rDkAeeLe7O+`oZVyS=Uk1K!eB$I+VB_<#szyKha!jq6Ze}nH?Aoz}f>S!U# zfvVHh?>iw_@o`WrDv8q2r9d-bB^tOZ@!#@YMh;B94~F~iQZTg8IdSc(vbxpBlO<2o z{1W!rJx@w4Y8ZrU9iEo-!6*d(u80BW%Ws^2B_(e9&PkA!QlI+01$PxM5fR;eMuhUL z6)h~p25ckY0hgl(iHS}lsa`QZw)fMgMN=d{vspgtyPPcSk)*0+NH=L;Maxz5BKQ0Z zIDY}K$dg-pX=M#$r~X6J`+#13;z)r6xw&uI5rZbLaeeaf6v2WC%y~ffd|1F5k(9KQ zdDIIKxyS0`#{K=cSTs|wRAc5r4lA(n$M>-F4R=A}RBIME&n?OT*HGD=12WNp=)xe^ z50(Qz|18GT102y_6UMaz0I2yR8YDss+=UBwZ(0Vy$~G%gKK47;=s@d$#rUU0i9f+A zYJ;;x2h?>45(Z-IuTK4qs{^KpdU@At>$~^~Kgu*LfdImvyAj0&-qZs%t0~iyM4T6# z+A!!f6qWnO#q0+|CAH)OR0;FDX#kIm-UYtSdAgR!gqD11#s1F;o+(8>*Yr_0Gt04? zA9&&>7O7p3Y%sTYrlnIQHyMD`1_TfboSOr2XJ@aq z=KQq@ta5!MANu~#jKP21HIYyAmq!;?*;v>9es@1=M#GFafl74EE82oXfAlp^%R3s; z-^}+-tlqdMOb6uOcGb4Y`}d3WeF*6h*Ns0I+7y3(?m{5fifyWvFjikrpl-$`3STYS zNdocWzn9m09}ehTYa&1Bs?$TX+<}rei@EDW$F=V;!{x2@aWO>a0T-w1)i9rC`}yB` zyzeUr{c673)qz$}n^ZX37$y(VC9moE*k)qie)%HpFwcDH(xrYWi9=9vCGQ;eUWK8d zp)9p$A4P-ISlMGfC{80vS$WSQESso58o^8l*DPT~wR#^Ila$>RwnLTn?YBwFtBIoR_miw0d9 z^KlU5{KEMGqTu}M(WNTG=lauv9=@MjJ2GXT&z7k%EODNjC2kAN0^Ik$?9a=Dp0M)w zk3$h4Z8_jVngyVB{2HQI6FwnR!lqM&VZ`={0Ca^99f^2u10{3D;|fFd_u1!M4`EhCJGvUM#6ezMTD?;W0a!rs$J5AF{!6k1B!;8yGE5<~%EIkGwM6FYE+7(XD01T%Tz}@6 z_4<3Rn?zhUd5+ZKK+zalZ>Vs3x?WK#F>2iFtmhEW83>;NA%!;KG`Q75M@ zaZb~HrhVmINhCDWudy3IWH!q_L1$NJDv2y<2#$rDD3Iu4+VZX-sy}s+Y~#v8%>x}l z)b!6EO?K2Q>SfE?9?~2Gi$a;s%C0v6raW6TVeBiaBNg2d&vc{wd%9R#0VkD0_ewLE zbTL%-XqK_PJ8z>JcxXWTStxJ-m*`%L<;<32J&r%Xk3G1&m+(zgJBE>smQ{&&MUhxs z4r*G+#Nvt=952;pJp;pgMSh4n{!pEk#ci|{Y&qlO4Q8=s?(~c3sK_-7ztj1mu;P-K zbPmK`C*eJ>?X-`d)C@L3MpUaIg08`Qpn3$c??KHNU?2~?!Gh)@qfqJB^0)cOk{%Fa zU^(RF+ML}Qc~nJ?0ka3L8dG5XvQVX+pQW0g zosEl2dGPTtHON8I`emG)3MaL2sD2Q#V+s@$*n3G<2NEkjVs&2KRXHPPtgFLR$+ChS^HfGH^C08NVfs2ST%yY*YZ@=y_#2M zZ_X;poC&o!+-Mz5+CJ#Sf4^oB%vB{>E-fOm5teUV_1t`?2(QuA-g{HB8aRsj&jaWg zLK?FBOpQ=?k^HQ~wf+JehM}AWRyHIMtQ5GT@4_;uOB|rzbp% zkm}K}5@lOiQok}AAj5cFqEKln{amG{Cznp{7mZFtsI+90T7>?P{iIYgiNH5E0V?ym zF0sJ>;wgU!8BfiRHY)Bd8+uSW$dqew?Ls44!bfnpO3gl*{-t+T&4L5l5;-=`+x`N(~L&=4ylpg2S(Q6fWcZ zKZD}TbS<8A3)^0Re;vzw>e^lLr?nCmI=f}8GM}0?LT5*C8M_j^*c7~cT~1CZ1iUx0 z8VCQfck!uP|J#xmo!ThlJn~Ckb&xT~jp>tB_yOkf#V?-$r<4Btb2*~-UQXARLqwp( z$<&I;XJ6NoWX}DkNU{K+^WbEyNWP5P$4{L*ox*$ZKKf_*VF8BFK%3px|6AXPHv;(b z>L@bl1^FXx0cZU)eNMtk-sC}Ah3yx?{0n8*xtOIT#LpKopxDvD^GRf<;`DXNH-0IJ zz%F`O!tQ^6` zpYMP*l21Pf%V8VnXx(-yT8kd3e5U-PpegI^?fv28T61qyf9FH`0L~oTE-Qlg-~gB} z7Jh+k+Ci0?Wi0KFuW<%`uy7vDb+^lA*fW$gf>~ZAY!dju+xD9fzfwQRt-tX?;x0I zPcI$uZP8&y)Hz5kaFLa@5mD3U-ts#UQO{-m*D+&9Mr8I-7u^RI9sxV^9@M;|%QdMz zJlUIoN*;R_kCX=(!_D zutS$T(B7eqT4nXa3-#sA=uxZz@ltlCGy{Ls{nV8DdJ%Gc8cxtG#(Q4P`H=xGvvG*E z#wN^CA}FLoiDhw$tJZ0fG3Dkn6`+9PYyRW`TDV_dv&D&jB8S>S65sr=3!@j)j1gqK@eJ{P9j~2uHeA3ACGwy zN#wm_TUY#W7!e!u<3}V!UyFp zJI-CvkrT1$^@vyDKRHSp`ghg(`hU=8|G2QQFq+?~gx!wAQwUitcV1A43VGg_WAVW- zsM#zCtY`$EQ6$;zPU8DV4o$@37N1eJYU2?5BIWb=+9*OqyqnxsHFvV-(yR5mbycY& z@jux)0J)97U6AXs z40-&KYtySpS2=GZxh60u_MB!#^LVyH=W+|BU}CHIs$Hk9P9Yk*c&GK_IY|4Gv@98o3kj z7qn6awdX3NZzz1jaTrQUkmDg`j~}h)9&~6~gKMQQ)4TK&DXTxV6{S0^C{~^kcjsD_ z7sUE$2J;rWwa7UQ>N@nG8Lp~|DC6~4ch2nH z92xC1XL+YFV8X5blTS$UYxi`Buv;bHQ*@|0|Fd$^B4gjPK4XdTl?9iIlo~rwYq6Jc zQ4%h2+G1H#BeKIXh|)bIj(e0$C;e_gmLT@(4)^3xY((Q>~G<2KLoNaa>k67;N>>wcR~t-REp#t%}wC3UM0>X)gFSr1$eB2#B9 z`N=UUPpi-5_hvksl;tnGpPV0bmdfwT+5Nse$7U`>ZU})12vP$8T3D)?s4CgL%X8_j z?s=JO%w0D7AT0CUc4W-7@hqpxde28xImcY>$u*2M%F&2jb$Y2|Zm=o3I$b+kCqKjy zwi-ofGzZ+kfjzW=P*&9VO{q69q8XGo}D2;tDfxieM0atO9K60S@M9ChbF)obP+ zld7_!swMCes@u-!cWuLyIncan&7OkZ-C1z%3vDv!+{~iDpV0`AMo${~MIl|tXc4&Q z0|kcM)HQMXS4_UXPIrppJcM(&2pY7M1bx?6Lrz3%ZnxidFYl)=O>?z+mX+5NWBMM6 zj}kbQrQXbbZZ*!Ur-ry*nW*kMt+K+#$nuI5IsHAJ)E%gz{AKQP2LakhuHF*V?qlx` z%U-eX_Bv-TH~V>o?$14B4h=7va1%w)@cIIJDMIHGt3vo)wkBdm>AFDG>YD?fJm>t3 z!c8`zUJhW|{PiN&teKuRp31Tf8Z0g(o^^DMlpO}ClXWKkB4%TB`sI&v{yEiFoGJ5} z1gJ>^)c6+=v+Mdo+!n9FMHo4Hzmibc2*$E^RE&?sIg7vT)&aYxvv4pc6CmjiAXva- ztuw9xI(rUe>K5Xbo(I=+WUca3w*oNd3nKkyrET%|eUpO~Wsre#bL=;!1pd)1`_!RD zP-doL#c*N00^E~k8_+S|Y7yI7e=;ic@xKFXq|ZML2`mv zu?% zqI7nZsi^$~yZRc<^{~?WEU9%hpKlkg7H>bEp9VZ`>1FfsU#96;;@jW-O=qR^#FG*; zdn32GXEzvLjD3#+MvMVg%RE38pEUy6vvA$<>w)r|0p@Y;h4Z2idWqNYg8p$DqnSv! z^?3&I%+8ZRq3ev~D*PVy7kE;%Y_Ao01=_MVV?Fe3?9_P$fg5wROkvQD7uqu+wo%L8 z^@&9PNJ+gVBu(M?pa&dT2>q9*puB$_Nn&~Lh5}lUhrBs3>tW6*;o?@|sat|uDd2Ol zz3{g0!vsw)Udzb3n`|f5ML;brGGE=NRn*T zo}@9u`*}!T>bNoORO0?qn$}C;IWCn%a#~~2{=Qtec51ueZF9+&adxoK9t`yWai`Y4 zQ7dr2rcle`AC?2O6M~vR?HQ(3x*>s}3eMoUU>j!@K9)6)lOx7jFs7Wo2gDz}8aBh) z5NS#~J9MxO*iuL}RU{s-FtD8Y4IpOJ++F}qObE*@e1LHbrr;O)SXdsnGkZ1!UjeI4 z_wAx62_llz`;DdtQEh`LoTaCGP#RcWUXeE$9>IyCYoGq9tnON3Npuff9KI5eVj$_= zbjmZ*E&pK!lqX8d!N&=@GJ2sFBsxR}qaRXI{$okT1NB#NHI?G9geN4f-$C?sIScCr z8XrhfsIx+j@7CAX8)iW|e$V?s^Ws#)nCRNX1>izm6LoVeBp#spiu9L$_U5&WqOc1E z1+Vsft1i4M0qRh_GRi!uX?dJ~qGmLKZ!j`{^!2{w4KmZzn###(-}W9&9t(HXGoje` zQZFLqr5x2LvW{oViisYzUVL#Kuye|9>iZ6JhlRL0)vv7!r~h)f)NT_7XAC>*g2vjO zbcqt;ncj+q?XO3r=q?_Ek1rAAWwyb7C^!4X(51_9cj~60o_``+mNa3wHRfi~peDOa z1AlvAg3wie8JB(R92FH8FR_Hr@}0`2f2);@B<38X8{J+G?aE}YBA?pf>jZ0jQTcWJ zxJw)oANncO}#+{Q@8J`T#CA*U(z_4P&t6<$=#cP-Ti=qPXfdnr_1|j5H03EAQ>Z z2d`7A1uIStl&-!qk}5byd->#`yP5^}>yLGMn|370f>Eq%YWN0{T>y~4JmMego3GlK zwpG*D*B4aEIwl5Kh3VXn8ZZNYYFJvFbNlv$%4%B6H3a)j*bhTjb3Pa8P8X?EhB_Ml z6(Wg0FqhD!9t48=#I%g-bD2Q!fE#cEf=R1JTK5iORSt#SGkm!otbs_{Sz-MRkJUz_ zNav&370bG`U1%6XoGjm5d>fqkRljSv*a#b+nKqfXfaz_bj1fw=fN1HFm`8&F8{`#G zNW=?Yr&o#+RwjR{tgq zuX&*I04{4SM4$#qtN~+wK6rb1?1|PzvcQ~mnumM7)z^26 za1+4_ec#rB#I9kS^Pb91_UoPHBJgG)(x$gM1{XyVP0f#e=G^JC_!|zcSRCQ}4`F$4 zaklioIwhq7(eCfZu10qa_CZ--F~3ZIhw8KW4{_-Wpza3C9?w~UK65j_8nvxf(?99I zrL2#v@BH@cXt#hMtx)!WU;DQ0I$nje{}f{q>QV~T+m{N?mri+5blsk!e*;liljgU! z@7s|9-idBm7AW|L6Cd^A^u*lswvRW4H2H=G`@bGIugA&mxyY%iyF8VQ`;$$NtzSxz z5cIkLww3cc_DEmb>M1+wj|EgEhCsDnfYblS++#>}fv|~;AVoFR!@MAnIsSf!+x6b{ z*sepF`YZPNFbdES1V_D#8n!5M^TXuVkZLLeY~*q=H~#lxFqyw z=IU8@kN-_Ka+sJrdh5S=w0pDww|pWky^8w}SGgDNI1t82(4a$1r@2?p*%mvR?V+X+ z^>xr%JHhMuh>I%n0snO_g-e+_9|s*1_`5TshqfP+k1IL>HEOd`N3T{=w%vex4uYSo z?tMcP+h4^IrVKM_A;JK{EENFnx47u&a900C8-oSIr+JHmjn+HnAz$-q3jKuy5d75x zYmpQmAK&eQoF;$`-vNxEr?NG;kBxT=xR%R}VO(L5jb9I2>?oZ7p@$KtY;ZhWU)1p_a7z!1n3C|5%g5)v-F-8%>TXa*aM zZri@%A0n3l<3#8%$O3p+L9+6~g+bnG17v=)!fwV(EV^}96vPn@R zu%@$x>D#~5$KX*ZlE9KJu~^t<0+pu&RbxpNoV%G$L{JnNd)pgOAqwo{&qk~BytZ$m zZ)?08EHswmHV-DUo~*5}E-2zLNYc^8YeOH5pQc-B0fJ;>H&DyusgL9wAkFLjA75TJ zi;n%C8y-c{L4aB6(sng) zQS*K0Q&|RPfxo2vqr-w|lHjf`4a9@oWDN+(^(^z};Kl*Sd#v!f$ybDcR6~oE(hO)p z2vn~j`zkaqwi$~wjKUU-PsN~h>A-4n@htB&E>`5rTwGygGo_6hKfrJm)hz;njIVn+ z4MCH!cachpi%M?bhxrMUKX=}%I065y&siL5*&;UmqRwg9*&RD8n2)h+blE+I+A)P| z6;e(fe3}dlJXYV-#M?MiNw(opwKUoIT`LyqxjxLq!T{N8fjY~;1tJKQWoJq~l7GSS zX4ck|93@z7H(fxGla%yM*R6uSLNO{l<2#&hn~!+L;Hw(%NLOb?T;}V5-gDD!09eRd zgi3Dx3`MTlGWLDZ%*|6B=vEB%V8QvS4qfZYS>bv8&h^21y~P-SV7I2_@yhdxi0#(MiRNX!Fuww4(ndX;1^+6C~Wm~zLB6wvEYIfe$oR=urq<63791tO% zJYc@Q{rTFKD;h{vlkE)E8%7UclFrogkpi|x|| zk-B=V7E3Pbx*s%>voyRxO?UQtl+PRL42X#6$1wtdZ?ez7nAeSDUPqi2A)t0fit zrvh82W;S#(heV`gQ78Y!J{f&%2jK5!x~;q~G}8&Z7H#pmtX!asWIZLZ{4T2_HX&jRA(r-wp%x85*xwzpWGDj#(%l&L~tO!wK z1?}%V9pv$uS^&ZY9^XC_dO2PsJ(z!b8`KwfYj5Mz@W!_aMVJ&@zRPlyY>I?b2({BQ z0+=}Zw`el0HO#_N*X2>~Jg)^2thEkcK0~~ZJUS_wGtf8I;91U4cMwVTlgVKXhyWDY z1y{O()a8?eHY2^xu7d2lTXSDIv-?UUiJcDy%X{+!+JlbSR&5jtFZY<3t%8H_2e%(+ znRf569CPelA>SDNWzJWF*g|n=7IyD07&xN9j*XHd;w%n@d`pUhcv5|5@pzk``4L^txfw-+?H z{`yvpS7Pz;-nS*>JPE>C^WFAY-vE89SVz!X4m+gzeJKMKgVzoZHD{oM!#BMTAK|%h z;lfDB6rUyW9U@uj%SEa zOC#UE2)@u?>wvE)7tE1zAze$xgG?NX{3dqpTs38L-=6YxYX#oRTM*lG3E4D|M!>A2 z8N?-O092iZ95?J5ylxgDU>l1JeNlttTgiFY*&~9ES09iVesf8s0DDuC4TmdW;R=3x|7v~P)FZz$Qh$2(Z;Y1S>rI1``+p~2w)LM70Sfd0S^9-8 zHIDYWRe`&zk4iiqL6*Dg~?Bi{cvQ^Jtspg!lSCX~w`$8|pgx+Qy#D^z*0$8K%B!l)iaD42V zj^zG+@rZx;H=bA8Stn#2`!2O#`7yVa{ArplTg+)qUa@L!+`fN;cH~Fnp2k^Ff>EP)+}_>f@R4(^FlF7va*i88jtUtzgA_tJT%d`t&nT; zy8A6_*JJqM<{Hvc185*>fUNxd{T-wy4xOFPa4}4 zXn$e4Wd6^P%P=ay%SegAHTOoe(q!Am2TdjHTH(K3f7a7Noq4NLXEUUHb&a93(Y+%$ zkDbtYZDXLwP+-@R&bR`dKapc$+?^Sg$JD^e!j`k#G1{Q}KP=6|jX3FFg@uLG8<~qS zQ_&o+pELO?r#arD_AZVqjzgdMj6i14G7&oQESmL$G)U`WQc*Es1CFL z2BxszjhKD0OrCH=#A>^?pwK;J?CgUWWRL#Si1Pl-Hfj?my~n!Do^0J&6Wi00FKStb zi@AA!jm!K_(ab>e3hSFFX8-k7iPc{lCH9|WO)iO4R2)bf+8Vlp40JUwQdf%xb5QEkt^tIO0DrNoC5c2lX zN7bkIrz24*HGkEpe=pkbAeJu- zk&{e}GO1QWVZq0v*p~3v%Ahh2ch?xAV^dS+@TmfSVu?dxra?u6Mmhm=bNh?&s*}(j zY{-A{_@VOvt!<&akjAd8iXy%9#T6|c3>@@&sKM^x{YtN{+qK<|c-%0Fu^F~w#ORuIY=Y+JAAZXRMT8+P)o)y(%tn@6zT0*8k92?>;8eFNB)b`ge_kp zL56jYqJrG9qDIrcG+vL_t{DZdRKbmLox?ES{jb^;K62~)wRtklGa{sPTeo|76KgFr zZPq+y`*RZeM&jc*fA>(fKYjiWUn6f%w=BPy(PH|f0i)xukGpg#AIK*9CzBbj&)?`R zw@e)IC`#y_c9Bd-DlYDxS3cRqGkmaP&WZ_hRx3%P{Vz?O22xt%k>xc=Q4rYp3JJCS z|5{_Uy9)FkIsdfHGyShM^b$4X4dxIUI&Oq&AnwsT99WFBgyc zwVsem&1}haCu&-2bfyi*U|KY2L&cW-s~U4I_y@&SxI~Tag_zTU23ymShl!^1!44VL z!%Hrs?N!1TYhRzTbcy9!b9{1x;jkdN{E+VVquYC;g}(ft_Ovub{=QH1*X*6w1An`> z&mn1I5aD4pFUq16t!?d@V^R0vJIwBKW~$_Jb|xcBC;H|R75De9DUllGnR;K0MrB~EQxigd)-v48 z?dCsev}v;H_MLUUojfc13@d4G@6sTs?#T?j^r7~|?Pp5mk@(CC8IFW-^hQ^?8MBLl zgS)pwys^)yaqN2M@RHwWn-Fy+!COe>4RQ1j)W{)swQ=P3ja#MdtkD*nDdw+-P}7CI zp04GC)3@JcRz7j; zuL*R2LB{){eZxpvv$ywdNc9Z{j3GQ8a$M&DWKqA<1J*u-Mmo^;l+4UaH3e{y86;-( zSRd{rtRd$ULO;DZ*aQ>L0NQhZ+PU%NW)aZKHohvoux9+=$jOiO08M#yCv7z9rWN{cNJDSQjy@E^10|O`C z!8wRX(ykx_&caHOIo9@BECl&$r@FzLJ7=>|%E!GjEnwR7%j9B(yKAS3+uTXNFQfML zz2mV=GvBu#3SQZ3UER=rZ7l22x(U3n$tF%A^FQpNG>;0+EA`B1dh&UH;{`7w>16sZ z7@jpi`3eHU`X3UnP;)gQ@ii~4#Yc==t;xdnY$G4f9&O&9mj&0nKk+VK(Z25Q`Np63 zoffpe@5f4x2K6);r`mtAi-}c%7Ibe@yu{NHB;N1!>wkL79%UoVjD5qE)H?WE*&&nN za|jnJOIptDaP1e!y}@AD;zfkNx3f0#t| z84k<%Ehjqbfo!3PAk#1j;^%4IMw{}v+eoT?Kj@+HpXSrmQ@eE^K|c9>XWXU+f|&rf z;h0$ac+hz~Ld7soyqWGPLL;hw7XwwM^IXlzOC7hzORB-)*W5Tkk0pzx>hJQt# zi~sdccCL#v*1tV_v+0oG3K*Wt_)q_h6;m=jH`yBfPIPSYH)6cMVck)h~$|f1>2s z1fOst7eG|HA-@of6rw!%ivgMq>|lVlji<5-x90pkufk$vsTGDGG^k2w7vmr-GUb^f zKx_~NsfExov}sz&9M+Cvy0TjU28EN691{qe4n%Zv7|3SiVvTWxnL$Yiuq+H3bWChd z+pwvbS>)292T69XJA=tB4b4yz%?!wSuPCKuhxgxG9Am zoN`8GI1pZ+_~}Kq7l%s4Ua)dVNDE&SI^5i-+xIFt9dz*u6y;#HT!qYI)4mKO_g1D~ zY0q8j2>bd=VZ4)%>3x|nU8;YP#1sFt@?Az+rJ&_h*3*t+k=LhgNlpAw%W{>@@cb4= z+id`}+E_9ki)J*Rc6$G03v%->f?k9ZCMAIJVZ(}R1!(q&46HoblN8E{d%_bT*%VqDMA<1L?SKHB>(&J>*p( z+%u(aToSDUC}K=EuUq>_h;d0v3wGnJ(#`4ohIswSpak087Oo*++!gqJ-5)Wd{4H{h z*w9CQUAU2NC3J`Q+QRN8_-ghQAwjz^rnV#B)JCc0Q4O6|_&r@~LUe4bjY|^xNEW_> zUI^ef=S=`a*#!FSo~{C8o*l+%P#V5ramF&{mxcidmd$pzXV}1yk514*dBZ>{jCU7= z5f0%)CtvZumkc=CJ}HLMtt9Mkc`iODl4L}Telg9m>0*R9p08y>C$;Fu2?@< zbfq4L-f*tr!#ZeaxObI6whQ_D9cLsQNj@Q$+Amf|4G=yoM$b;i?yuC8IneS}!M?%( z@!I#pmS`roUr(AKHcUedU8x0F0bACYd4P)|NGXMP4|IIfWzThR5H?q(*q?$BIXsw5xlb8~B!vd|Uql06r zRp}$AvP`$DV`2)gxvwn>g~egIbvmxF%dd;tM!mUYH9>@CVTczPpQccqoa$1CX7)KIcDLteV(#F*?p|%`%1r zbF9MOm1$)ga?b^;(~Go-hmdd(VUR%Nc78G&q?(>9$yV)nNdbA4EG_-4I_7l{dwQtXu>)u1tmBwDS zIE1R5SXupYZ|;RK63?dJT6)=9+DQG^>sPUpzLdM%pQfh`)-j<K z`2_-g`-vnelNBcYS@QT&13T^=Oh?w3i4^S2e=KSsMb02wH7pFZxeN_COmz zlMpfh?AMW~X0tUP^zW>5b_Lh1_GLJmzj3dEFm3zZUr zg^`ne9rr=Fql+LW>q@b@?vcaFxcPWb<;nfq!RSZT&12i8ft1c?`4i`+YxH_Es?o=1 z=p;IljBi+J&M-EmOy`eP8CYSNVb#8h4e7>MlV?-o_=mgL7Fnim7SF7-lDYr`MRoQ0 zkr9KIwsm12N#Nd=uE@;tV>b5rr!ic-ZL$rJ@)peyrSK>TN+A|qKG*o^N-tX7&qGZYQ&xB%Eg$?dov^(R*z<0Z?PX1Eh7(yHln}l64Hd{y@E@5a~PamZW&Zek3Z_iJ(?*o zV_Kel`gmGe6%*HoU2hf`Ov50bc(RiBD*yDIN~5ub)sgp9OqmOn{EkNSrT(F8t+Hlj zW(CCOG-u2V*`deE+T>BgT$NL{(!Tm$tp0e&6`K!St8j!Uip6LAiP`&GxCJQev5FB_ zWwrcA;H->1`vA<>(CM5Nx?!BA)a8tXG|s{nZOPKDfl#bW8xu0~pvO?z_s^-jpXLx# zJmU}Y%4`@yz_fU4Tk9mSp5X02ymz{6Kn=Fn5IA$>5n~jO&e*4ChZL2UkhErUD)_n0 zcW(j(*m8W2KZ9V0Mv@rl1(7-M3y*n2mk+}jAcP2tC{{n@yF@94R;+Xe$}EzRG)8%= zH5SU0^T^EQ$q>YmCY$LCi`Dg;h14o!Iz(0qqb9*1zy0aNdF$%xe0@LY*S4!6R4|fG z4f9goW%3Fiem)9>EKfx}pLVy$K;NwdFq!G%ndn9kUhLSgSO%9eV zU!;84>ZZ^L5`9SpcZEZWUtp_3|M-s>HlG^tuyih;V`WXnyS_r-e1n8*06uxK|4&~5 zoN~dzQSBsu*sCk<1DyYzQBGljypgikzmglkW`UmPmyrB<*EgFBIl4MH_h?+@nw5i@ z8Bhab4}x?-S?Sz{`=4RiOs3&{Xw8BRVco=l%0jyXoSpu+CS?95mU|VZDIll0;?SgB z`(~%mVFS%4*b;xyH4BKyvFVgi@E36V z{mW{Y;>Xc{-{PEOU^4`Qx8$2z9&%w2iDf+L`)G%M5~tj+i6Jq#A#+ZGOr{<#K1TV| zd|_8Qz1`DN9Odsdha2Ct0z5N1`0Ck%tx{#{ z3dvi7Dra}1Z@l)~)N@;QTtosj?<@l^Zj>hmA|3vJ{YXdkjd4M?Zy5yD)<6z{=%JAY zl0dRv^l&7DG$zm8#l@vyW6zD(JIWAWm1=Q4DF^COK3*nKw_*sPmpXXxVA6*VDv0CH zqpHgO3>I(I-3&?sNcXq{A_cH9clEJ)P5s;DT|U^%_ZvKrMJ1Q18wxt~vjJj|v#-F} zGEo2u@fY)xewp#4Xy3Tp(}$^@&R>>x@&4xuBq_g(Ti`c^cjP$~51;Q`9mSEAoxcXc zF8%-icscFsy-jt|IRDyxz7%-R6Equc&m${P%Llig5$P-7h0=^tggN6#Dl^1j^gMvL zn?t_xU})*LDS~XIh}pAmDHnM9=y$H%i(ajRJ1Ob15%6*#>kF!-@})T8hdQR-SJ1b) zBSZ0`f8g{Ysc`mkGS#7)*#%kg-NLuUPgzix)L7BJ;Ay8E)kKppCw7QGim3xlokI6z znd2n{jRlV|hH9eA)M$5}qc$%o2?L@JhT>D|l2!NLr;oz-*v^AW;Z-cN^Sw~`y8d5Y zUM}{e)D3{hL0~_L0@>rnxTm*vAG^ykSzP;H`_3E$$p)}ozb>&4rYnq0r(LzZrHMs- zxo6odC7rcFUTy&8^e2&jd`|yw0*?IET^#QF`g#^8JDU-CsPoU^Q~$?L{28hE=dOR* zo`s0~yLkVgdr2z@{-Y|a#LoKPuQ?2u1}AIIRfzQ15CEXlZH$9XA5p1cGcblnDmq&4c=) z0ntt&4)8Pm^3rSQLlmFpTw!@JGY0IT_!s~&A?cvMFKj0vwC@l55~P=vC^*4}9KlF1 z6r5)YD({~>UjvU=Q|%}e3+vF8zF`tGG<2QjL&mR+<~DNDMm2YTd&s9vaNhu-H=jv3 z;4sLjA)jCLg)|H|RF-FlYVj8H0 z){GrufVr!TGBvTzRqY%44{PY~9;vV-rK2qBb|DkfAesIe8Ak8$WGx9f{j_*B>*z{h zVXg4%#e*z#v z{4_tbMhkYXd&dIn3JT=UlniUv*CX9~!KqyZ32!gK39SS<3J<)Uvef!ZG3?o1`;%D3 zV_l}MmniM}uzmu$JMDm?HWh5pscRSW zjR2Q|(foxnsDki-H!h1SFvmUi7%E9`yrtUg~ec>PgAs=NV{4KhyUc_Nh8H-Csz84 zl#>KZmL7%)MG!l-aY_q+K%y4p5jZ~H4Y1B=m*`8Os0Dc`K^bRW;NCO6Z1o=7;qQrm zK=7{nZg;~<#GGEUecvu|c~52hEwTE9Dy^x5H5jHfWX=P#p$`vL8p&34V}yw!fA8kJ z)EBJtn2wk?o$zM^p053an%dghB?@{)fHECQQTvq?q{Pj1q0?iOk|{u5+1G*;1Gjl$ zi&#c`H;T07KWr=ae(fCk%6+YSUt=?SbGhDdaOCoYAmG=V@;=Lha~ROlhQE1L=?lQpkEmG zPkoyQdW+Q;HpDd53nUoOrhM&!!(@Bn3%biHA49L|+ygz+T%)6q5iF;5g+1Qv6jz+% z7Ab08r7(&zwf62x?=)7GvGM=BN zV9vUp@{;|aP{X~Y3Pw@48-p0{>?O0bX9Bbi8~G`B3*Zy+!>IA7YsTJ7vqMAvn&|d- zfV-v;otWo%mxh38F?yiP1RKI~=ggu!?V&P?JCo$D(apsU$u!f+o?)_?({4`6W0`cK$#-Uqb{dd(Q2q7g4KW_EC(l@Y|IQrvOW6c^!C z#HGRduKf5F#Hbs-Hg`c@zL^5EhzcIF8xpdOhMw+QdL087*)a--NC5=RyJ%;1Vmtf_ zc>`^Q>F9<(R~Hk&+b6;O|A9t!_&d*!ls-#<+wC z8Q=|0M5i!b*31kquo>tZg8_JOEz5>Ei8B6uujts<^V!dyR#Ju%d_J)!SuP~kd+#9^ zl}d1W(KJG;O$3g3Y@h6E6Qs^wX zvz@3=o)nRvrCVD~+?%*m8|kq;K~n=tmDI@v_$d2b564H+;j=968HkLo-P{C)*ixP! zs#PsjDTcR)o#F_@HQt$AOs;!Lg1jH2wNi)%n%mtBYUi~oh|M!Obdq!NLMbXkW9}CJ zK{~eMm@N=rF08$VMD^bR791n*FEp2WjQn7>RP;|5Ab^JrwugE3_SqGx)zoc%u{r-T;)NY3fQ`YcCgZ=7dTmPWIpeOU-}6(T_J$iJ$S9Ht?W8@ z&04C~PhWLir$kF1qPDg)XRWymt(Mi6wk3PRA|->HBZj0Aca zPacN&Dl{A*3r|lyJ4p8`!>Qe)trFbcnH4}nc%o3`Pn0rY%UBXNNFkdHqK+k%Q*Gz&+A{}{}MYOv}`Gd6FDo;&gwGJF`j zza~&%Eu;0V%@whs zF(k!lRxA|gigsia3e5;zCa~|#jNYV=U!d@1z_>pfaft>)L|@Ss3{_p;NOfO^cOYXN z_dO|8CVPUx>pIgTxSY)r#6d9_29Hi%boifP^_QmyD~Mufp;bAXvT1&rG{}E3h36(0 zq}W$_{jmoyiWcbHH4v39edFJsh%nSNFXn`(}%bM|HuxdS6EzWLoDB$1PaCzeP`7zb9QzkW^oZ?AP3%eN8k_(n*8>ER#{`Pmty>svsO}0VF`` zm+Gsp>L&5Q^TZFHVys$nL-Onf465-sa&e}z%iRJAnBX5Yi4}G41Fmz7c2WqzrMxnq z)gu-my#-TXSN^bfU(s~M+d4@~b-G?7vIj^)0EX9a7`tBV8U5PP-ZeE8Hg=BfB+ zyO$AO&h-ZhMJwAm_3)`Z5@+Pu?c+QmUCHtjm2*tsGEHpQVG2rQr1Vhj!BxIhCITdK zj+#?UDC|*uk8BWV<3F)Gcf7UFIo(Sq=^2;pCKjVEA}Lkf>?n<+4&OfRDuW?&!|q1k zA6|_N*YqO8ch(C;lL=7T{zkZ3wThR!fBV=(X&l7CiYG0xX0WU7hr!*R( z)$O6t_y9NZzT%%vd;g`q*q1TKwZ3H>3@t8_e|xuDe#rxShHRg25MaDIYNerDWHW7C zvU`yEsutg?DT929RF*V#$(03|6Z!a=f~0qw@b$%YZ<0~Eyht}%bcC8;uy|^Te25EqdAx(HKtx^{myQ4g}un~ zga;}9>6A6EH7;+D_slB0D*lxazJQA_J-gCgF-rg_AH_mixHG5y_lhE?lpL(emB=7~ z8Gi46cK{-_K%o#VxQT%!|HGY2J6=5qAD~fiOx91^5R#1t-=DpDEi!V7kUjhT7mQk) zq}qLvFQws98vjd_XRhO9M|jbJ!z^iESpp9WS)6Nzy|%HevGWyUs#>z#<`PWPj-4RV zaq9P!b>YJ{tErfJ0J5w&X=r{Du80|ZetQElZH*lO+W(%Q{m2IxBHtT)MLj{%0G~f0 zG*vzWVWKa}9_~GtIVJRCP*c4wr?i4kHjAt(E)4T|!)bdD&f@uE8A?4d@4;-}RCEs9 zB${PT*7DRDm;h!UnyY$+SF5L+DDcp%cwh@n01znz zIGsj^m~UwUVin&~cQ`8Db#+jj&^^zK&Vo3r2io3DAWFg{yNkgZ@uPDJnwMO7Q8!&J zIrC1yd8hB6_R@r)ViL$D9lPTXsD8wbzgMywcyV}N(!OWwAdJWXAfk1T{j+fw+?3la z%m; zX3Rw~P@YP#D{m8wUXMrpSk~cErVhQB;_EhnK~guTocOG|e#yF^rY88OEWunL-hB%} z2)$I)Q;V$l5!?q(y2S(LiXK#eESp1gp`SAm&aGZZTl{}!(-OM1YuTaGQ#6x-sq4!G z+pq{ZpDn=gitE5@w9`S2BjBuV<@9Y$k*w!6Umgv+5wpO7k-s9i*wD-OBIqbael3k7 zVFBw3egl^{e10yYt#iFBqp1#f;?K6!(_-^Q#C2D!+7JUQK5|91LOwLa{|*Sg$91eU z`szFljqp-mugv|^^yBZv3(qxNFd=5Dsg=P+U~BAj*bbezJu_AUi~0tE6J>^)-q(Po zDTCri;Asq%9qSxwfJ--KrGD5xn;SaM1pHl*rZT3NQWUSUlWnWn}@pgf{E+RPE{C z&wz^i*N_&q(1Lp(f#dBdzy2<6bp+l>_-iLH4!!};NvJlrn&eme_15$#iO}x#z-saO z?kB+PJ>ly`P@@(MIBbvkLYdTWepBAEXW-ubpP5tq=C0W*=iCFi)6><@Wt~$(69DC} BU|#?L literal 72001 zcmd43bx>U0+a;QW0KqMR;MPEb2X}XOf!ilUl2?B3_udq1+)dQP;OiYyj73HqZ)kFezBq%g9#^(56cd$CUS+mj0Oz8ompt;EDxj%YDg#YmK*gAJo>-MIL;Evn?i-A;(tZ-i+6x$<>tPNV+4dfxd+{d<}H5BF5Rr17WW=X89tv8~us9_3yraTweYpzE{&np*hw)7IaYu zd<<%EZeD2}y}yIsfzN z;A{t$%vNRLMak4!HQ zml*jz#>PrXOCtx}p2!N_olo)Y6ehbYdCqmOxtw3n6TmP|PEPtqM`i5n>|*vr;QO3H z_gCw?S$=6kIBxHxHQ^nwSp&wWM%AW|vH3S}F+E}kS$ei73Qn%Ka?LjfQ#v~MrKCDO zqyQ@wI!Mg=A!%6y?*}5fJw=ifNg=2Zq(+r zR-Eai(VcjkbaM|sTF8?%wgpY50t2XXqVq)G{ z^y3Dcjqr+J!cO`q*E=qkdw;}{sv8?uQDnBG#Pj`rmKAifQ+d&p1OrwDp|$uLnim_3 znH6w4u*;u3rzsl7?m4Y)C#p!9 zR5vCfxY0`YD21BGI>(ouBIs(35V```_}Nezn{J++x;kE#3WJ7*hRfAjWVy`OQ!QRHVbNj9ByZ{K$U5cg?sL!z7aS3`p@kfN7Ugm*ib2zp4cvbs>U4^z@KE2d;>F zl2=EbzD5I`DI#pZ%6A|H(6Ees){t+HdvSIf7@@Dx@FK9uKhD=#ug7wZswqeMyIoZV zL{#Y2$&inyefm^7m+ug|-xtH$D%X)F(Lv8OQf?iAMM`+yxih?_ylSsyJjK>=o}}NG zBkZq*`^I(>WC&Q{{?e6iGFc^OUAtVT?6OhFyLPNZB^wf_P5I`1wF_7|JR5cf%!DOzoVjl78c zgt14yK^qO($;qJ$3;M8Y!N402SiqovU4g}lB6nqlZVsDocK_BMaQuSD7YA23edC7A zeb?i7Q39Y0H2HrXTqzcfn`sfbT9(&>t@w-#>eTI5Ic$oeckK3x(wHD zESq=u&%)7#Em9fzOYu3#syaK3kx4lU52G1!Y&;DL8KxTMj7g{cC9pRJ2M4E#{P_cc z<+2k#Ahu&bWzjWs4Q~xx_1k=;c&PaV1&vf9T-Hs^ZLhNF#$R&aZcq(1JzG}Ax$~Mn z2iQS`UDHF|+N-z>{NoM!mAm&FCj;_56#UzthI$i2w*(KHCCP21rKIZlN|OU=l}(T? z^^}w__r2Ok@?SB`kGhPQZnk_v(sa!27yt4U4gXWWy*M`RrfGA5xZ*0$!Ot4WrL-^w zPOD)t??m{x#M5~b{KA3b;ST>xNHSUbJq#MG&B@}K8W!w!{2KM3c5L&#-i7&@<%X$F z57m4L;_fK8H$oP_a}X|Fzxh>H&gW!H6rmTMJe10!d1oh)I2YBHLXF8!&vfN*=@&s@$tSCgNv7(?f;7KcxoeM{yY9STenh9AH_wzs z&NlAoLav)#*R>v%Bwj{_P1LG}38}QiJ+(UZOG|!w(gi&1V*AK~*U;A4@9!})h#`9e z5qpr7Nmo#ZAH~9HlLUQY!j?ggG!Qenwtb?bY{q?#IxgGi=jV6pJ$5Fsp$u$nV}hQ$ zS`9htVA16^yBS7=CzEc~IfeW1o88u(sS1#B5tjZIs@U;jvJpcGxzQ`*@DYv1uX}kHyl0L+}iSYZadus82=Vo!!N+l z?W&@8^-YC^-?|LV%xBUXMMevk*>D(CJ@CDyIlz0 zWuM+fa;F3Sc{Zk)EVArPKR@HDY(T=!>-@~h_s<2yz z71=rpQ`6s=M>OT-bua3q8F{6*F2UwZD814RoIA8x-0!cqP>n=@h~{}smu8rMkuGy+ zaxwp~w!7{Vcp*^NYj5|5O@A4RBXUegLan^;VgHMLw6?6d?&hVO6eoJ;=lN54lZ+?5wX|zcOJCv zV5ZH5Ev%r@FZM_8s#qzDD<8k=;1si4Kk(5MkW9!+d;7qG?+d(7GiVSuX zA**4j6T@RAK3$W*2K_(F{ztIJ$S`sJgmEFzGok9#&}kP`PW-R|j#||P0unpwsH}~Z zJVPLa?%u?(b^cs5#uu`qj`1=jmczzvfFH#lZ<|&%|3>#TKuh=I5K3|p#{fx?gJK9& zh189L5qFo~uf$T{b4|l#jm;y;+@kbljCo0XDQ(B3)zuT5O30Xn?Bbrzof1<);eYZR z4SEYkgO+We>Mc%v@#HK{Ow?6EM76_$N9_b2*-xeM7Y04?X&O?VD!65$5zzZEF)>Lx zK`(wHNq%iiNO+6U)0;@;wcPG&*Wx}VtQ#)vSOeso2(NHB^Gr`sI;VBxl@R9Ta?<8T zBxcJYkg1`!ECV62KX|3GgO|=@GS#3nz&DeE2ya5HJ7OM48KW?}p6y#szluZ&592ux4*m;Z}e@;7j*mhk_8F#LfltanUE)zjp zpMq(QyWo=An2^WZ=6$3iX=K5Z<5IsSx{v^FO!~1oSs)Yf`SyHD)hw;;>UWI6xtDF{ zSRs*ibDlzF;u;x;7U+3p`ps;m!D54oo^izNGh!76$=i(NwYQUVMNKwvg$TqshX!FG`7L;HYEha`{W;+Q)mZYkRz;@WJgu*kb`@5JPo zSvaTGy!_fNfgWyhBk!5UV$irMins=&M{Tqu=BSTk_BJ)Hw8ex;Oa?3Xsmq62*;f3z zT{XE-_VV&-n`H{D1NA4UN%;wIAFa@(+2)y=zNKkOzHB3_9`cv$d5$($Xrk*S$+T2pMj~i>aR5NXc!rlp`1IU3QS~OdbYyml z-!;w-5*Ouq9V(Ng`a|-yIBZeX+!AO|2i#VP;YEH1rBjso~aNqv|okSZCMs3@|$sC%J@>A_4zfl z8@`Djo4?vo&Qr{zRGPI1sPyl3(TBru*yb{j`>qVSQ;&fIs^lIOYxBzY z(?e~`Y8_My9F$GZ_FOCod*dCNF4A49FWU(zkndS`A+W~qr)8&p&t7QY<6&7mU;!w2 zWmFUW&~tJ$uwSxQ0#sQrsCuVTPy##Nl3su~gMstDAG+=Kg+@|t1Efug&uUx8Dew6q z;dR~S%|%lBr;SId63^4I6J@YMrSjnN5Tx0!=mScjXy6FyaSDNqsm@3;J%jR>q7N>g63g*QNtWA3MBr>zKoA*FC|>na z-hYW8P_O}+L7pmV#8C^|>idhdCh3IG1v+fpF)oe^HE$2Q|J2OoU6YHNONYFRV%@Wz@M940MvtEn^{QUrj|66vX86i zt<;skt&IFJS)@3jSy)zqIX`iOZVOhnNgEK~1q#K5hUKsK%mfT7m@Tnd${toeVPv-# zKSTsy0!B+=E!U|;H@Kcy*pu38OUliqytvTsO8!&7stJkff$5?Jb`D&&DOSxr3?}#5;1pvdl#P9v$2hZbW{g20IQhze)~x(up6;$& zfAR1lh#uwM@ma+U`a@QX6SA2C{+R6=oE)gG#vF0UAHF>g(c^uB4?k7@s) z!D<}eBdoP@pNY8f=S=;*`Wj=tgs?aMqbidw5F6@ra1sD zkw8gD^*2J*5f8^$Z_T(Mi|{*oDBnw!$E58gt6R^`{+Nym>@mNfQt-^->T+Vcc9@X( zp=<2>eZ{A!12NDs9m`t36C!-%vuX zq3S_33%AI|^SBx`FBirRom8LzIwA!H z+OT%rp6XcF@B=vCjCd&7v0^D5DpE)<)`qTEnPHNdY3;!Q_2Nz2%AE@ND-;T~!SzpY zz0QD^8^l-GU`Pj-QL4M|zFReY$`k!$yBhB!F>f~YCDX`P%iIBxG^C=hfy{7KzgD5E)zIx7DowelSDK0TDIomc1NW^! zMK!axZ;G0E+M1Xnws0(hX0>th%Xcf=44%|K&P09m*tgOK_5SoG5q=L8YV*4u8{~9r zu?coeW%+!cH#RJ0V)grR2S+Jxd4r8?db{dP#oH?Qckbvq@+`Ur?`MrmPBW4&yD-hC zGO!ide+HNgalsbYAyxUpk@zBm)}Llw^dXWPFi>xUe&!1$f7U`q21Ch%!`pWLm+8bx zey(V~V+x4MuXgIb*+VWr{^Zt#SiGtTm>pt{Ka~`dCACCFaatG-)=!ws3RA2V1+^!Q zNnMjtZ!Or%^niTFhTta4!6BTJwkb82%l=S18>lebDQ&n=kgrNOCfH%GS{dzb^R5E9 z=+u||O7G+wfof^`xjwvN!lw7W(D@~B)_VWu!{Y!790_28D|S|IUazN_Y;S^4iSf1M zT=4mjQl2USDc${|A|>Gt>Ul8YGI)2WOH0<~aU>7z=K#Dk%ZxEoTIv|G_X8n?VaWJa z{da>Q?*kIkf``(4^}L&r2y8zwp;B;sl6u0*KOi2bCDboauaM*tXwZ{5{_f=W_uc1j z)2W25xhB~SGLBJ_LKWx#tla+L-CdRF;Uqq#X-dl@59w;B1QK8IrjGS^!RgKf6JT#B zQgmf)h*-ic`4WUWXRY)FU+RI$$OgKhVTAbj17|ELr1-yVdsXWb@=N4G%>i`pD(#V^ zid!|?BCYt>yhsX&1k^>da40A()PHA&cBFC>1Qne3KD|lV62E6bjm>jnLY;6sW)ZH~ z05zq+Qv+#G`!%jz$Am9EcFa>l&C#6c+JS?mrDk))veQw>&4Ues;-KkCTa#GwGJs7a z6j|gxU8*)8%VBU8B}u6)>=`UO>)X&G*ixv4XWETKkP3a9FjJD}65B^DP3*LdCZ+u6 zYc0)~`YpN?j_KeRKuM<7;cBtC$*E|pxOC?`HQVb$iqz5&2O}5UszB@%}5K1Wv(f0F6MaIubcl5b9r$K3#9~?|d$I#;fifv}B zIkb|aY^u!wDuqjKK)eO>GSS3s6Qd@Kf}^O0tW>Tc;?u?uw0sf)((>)Z%uXy`91}&f zXW%K^#K?_;_j7SNDgPqIla7D~u< z?hk2AFVxRY?(18nBBNRAhg#vrUORY@4yeDjx4nDgPUP70+fgCszZcJ`=I%d_dI!?mXS9gH+A zY3_tA;2`!yJFfZ5N@UcfO#uDTfggku8LMgQ;MWh_Cxsf8NhHt7*#lUzSp$w`vEa@k zEvk>k2wiug5CVTYoEEMf;UxdIbVNAJ7&A4+-#Q2 z;h)~lP$U51jH{JI#^4D39Dr?eN#KMc<4dj}#t2nM!~Pf(Gb7&V5TkY6zbA`5?(c>o zoBl?n=h1xHX-;zB>qXkU0wDy4c~+S0nhn&O_#IRCXQ5)XUWT^4vtky&E1(OZ@owBP ztwDb^8M5X!;PX&aB*{H-W)a$TfHG4<#eG-gxihqUkuU1)JF{-F602n-L~OsXNcI-i zw6u?b(i> zt>NSot2ArLPdV_pY_(Ie>3aPwjW~qVtlCI1QP$1rY0$sr{AJz(KV#P5)me{Oxkw$* zq{QlTo&y|B_0UC57z4+!qH$(6vBsiFe{B3DsUjm^QBQo74f}s6zG>Nk1dYmc&$D}W zsmesNgh?{}n;W@Y0mtH@s)U@JstA<91jRBtlI_By49v2-8EDXq9r!g(en_nFU;6I` z*A~Qv6=7NYx{@;K{O!)}e7lY51GFx9c97-TiUthHzvqj0Ws#!8Uel1SME8(0%J)d z<&1+BmtHKSd-+7G#W`btM`vdgfK)T@b@*?}@jvr=;2Qrwq9ybH@3Nl%i^CT<)tmQW zd;a^JyU>>up0sUCRVqkvb9>U3mPG<3%Y9p+QAaEQZ`%2OMKKzM^}qSl{{vR`e{p{Q zyQJ^`--aKG3UWC6GxE0G=Z%}Yd*0mM8vvj-bm>O!9~`usI*9rB@%RU+Gmr#el~z_t zYiQvA8O@I29OXlzPcB<*%KeAqE`{zjrO4XPR&)dOUCdIOw>bdC@c}?)O(5LsA(#3I z@X_MVxoK&U0J{4E0Kvt1Bc zB?#ZI%bVIc{!V1#v1d;8&zyE~ZY+K3Er$p_MSM>;2+$D91=@dQXs8x-i9kT&Pvo6Du7Rp2>=tiKLG8j z4qLf5RkoQ#$iiT-d)(5NsHkV2#=5#h7Z(~vTu#6Ew6h<$kuQ1n4+ybU_@$l45z8)1xbsjC{ccxAp+f9Sg9-q+=p*W*w+;r60q= zuNDG>CMRvg=-8OEyY@%{ScK&CbR?6voQhFIgaRpAh#qaW9-Z~~nK&2jNnJef_`!nF zrIeAfmD)rNIw{X>rc2cyxbuhIREiF=?a59_2?x+^B+7u}5Oi?irMk6z^JI3Bd55PM zT`zpY^^MSOV1P)})iUs~yBJp;pKMll)7BDa=SoXUp8>Rw_?&G=e7&W9a(a6716IYt z8ho=;f=5goy|J;ux@h(9M!GLG8ExbVy7lqwbY1`PpH-{Zb#kggFR~iR_zofY=SGrq zV0F2CPb~lr_Z^UE+4-c?v$5f<1i>pwg6J96+*+nL>FDTKGMeQ%_rzvqW_t`gM6#>tL6Io*uCi zK=CMjW*6t~pOtgpe<&+8iNlQ7|pNBqi)g!+As_*b@Lm$qvguc)+f!)>W=AD{$reJVxijNppiq5 z^~$5m)fuQ;O^`0XkTDb?(4i73S^L{{?KY9m{o>hMr3m9Co&Q)O|2}FB4`yKRrs%qU zCTc1x?%BUbC#T<5r<9$emlP@s<-?qkrN6lHx?mV;dcK~8+NFh1QLSH#lvUy1cBJt2 zC!h%QuDiM9m$mrqtUI!Maq!o~yRV>&SgL_6?W{x|GPLJ-iQ~jqlAP-HFDcZ!&ewJW zufB`weBHUIx4k~N*5*44De~D}=&iA_l4)|L{JVu)+QZ5qo)oBBC7>O2_WC2@Oz0hUZe%ku1CX5L%QmH#LV@(?uBtB)Q`_Dd z7;ACqyhkCxZOnE5pWz<)lI*&go(z@V-VjiIVX!lh9|wvas@Go2CokPD=*A6bTP+Qu zZ!jWcr=h@pb`g$WP>87RxVxjs3fAKB)3>Zd0(T$?L`>4a?UMpCX|F{FV=F${D2*t5 zWwBP0kXpxd<@ZhTxmmA-;HbM=B2~~M(Odpl|7b3=9!9()zSpr4O<8Rx+j4VRpiB0# z)(+M9=AEDdF}RKGbA)6qe)Uz`lFx20%TFW2P_t;BUoL}BvjlmW_AdxO&8>CL z&8?Tmg)=q_It=6fa$TnWoPal1+_&fEe>|Ah;^Y6F!eOXfB6KQl`sx`OC%5vFw?=G( zCLB=s0C|<#QYzM~fF1c}g&4su^LAscpoXUnnX{(bMRUD8P8{AmSo)aYQjSBYqZQT=(jFqTqM~)!;U5h=W(83qO58o$G5)3S=m3k#t{gaTd*0U&djb32 zL$~S0%#00KSgl=~s9Yi>H`tJu6pHW?$!Yc@404_1i&X@NtCUE}Ya<2S-QwJ@ZhthF zU2ib>vz9o7Bdrnpof20*>iJ;KZ~fbg;Q^l$UH3O!qq@ch+DBU56X|ubt0ue@(UP(Z z*J+5YtwqVIlKk0_?Pmlzci+hx;%w16i$i8$D!*V03!x&*vdhc+!R_;s1t(WCb;r9S zvTL!uk>x|^Lwl}MXH1I?IDaFrMA@y=>yO5MwL_t_qF_{MHsQR(NT3GT#DkFnUIb!h zY}9>l^3L9vuGo?xzvL&g%*%5D&y_cL^cHloW*+*?6;>H zJ{@dGa^5~3mgk&0ffjY{mLme{2;6@#G&SdHVh??Vs${Q1pZo2^kngUPq2XOEYDac| znJZXc`vEzi+dVasUWxjV{Vm(2jxfH^OeFb0L~4ueD+ry7nd@5G zL?FuJNkd}``%v6UDn}QNOsS%wM74V2~Vk|*|=AJ*8|uvUOOVF?h^R5 z>$Aw}i7&m!Q8#f5DAq(!s5KK91QOVaQo8k?XLXo2i6%I_$Mnlq(WX`&Qu*pDYh`x7 zq2(|HJzud}s^Z8x5!*K5Eo9JmH6_b~{Lc09+9-888Y3S*ntCTXy}BN$U)P{x!>Zg< z9j1Ym%??yMc76`(4M)ZD1IVPp89eyzr5itt??RUYU;u!O9Gka~HDD+Du$<4%HIl+J zINe+H2mJz9smo6i7-^!8CNRIPx~WLk%(960**x~mB*j)dyEV{4!lTMxkr~q;S?6xSOkD4;Fbj=J?pBr9Mk?xs-%t_1%lLvf?pjmp==|7 zU|z z{A3ZQ#zldV-kRRjCLnA#_`J8Vc)ovM1xJP7f$zTFrvP22(0T$kR-qOMrWrUGRo$KK6ML{Yk|q#KTD!*7`Ha~ZJ8z%8CNf#9lsskZ z)c=stz_j}6Ck}WCTT+XwV%{9r{VG68S=2D_=+J&GIoB9RQVWwt1}yt~V5=u-qN9(M z97{((88&{#PFH`67w}M+-wlSJ$$H8Acud?TZewxu{)~yks*vP|M=4=OHvr+4qF919 z-Sq&7?xmWl$;Hd45E2)d=8ysAWgGlM8EVI!^XTU=Pr)HAzEl&P$VC&qsdwq;QY)BF z4^x*qSgV3c&fs(o82TyBe1s-?T+p#gdE9yH%bHP~Qow1mP|?jYxyaFCMnkAM(5pVW zO*`p_eh3zd+Q5Ly{QA&&Dd}+feNMu;@#~&PzL_&Cr1S0x;QrrzBM%PY=Ozz~v-~Fa zjnZAAe-ATpLby{n@I^1}uC4{-xcxiB< zonP^z%8D%c$Fv5T=XH&_mUhxx51WXEQESnG?o*cUj2;}sFuC{`wcgA4%+v^iV(%kV z=h%@j-k_#OmmQrHEB9JYOBO@Z3zA*>S|Uvi{eFo%v!xh0-#UpH-}x~t8`Tg2uI|g| zp^QX5u`L>pb_b}g@2~f0&>aB}tu^qT@5U#?p?YV+@4$SmigQdaWPDYB;aKaTO$Par z<`+{CdISQC_QmT=pxIt9NNGAdA4m8JN+$HXG;_Rm$V3Q22z**ZNxj)qJ~8)lodA#1 zKgiixCbtjpK`&wk-gg=EV_1t+YlRaZSaNKiY`=&sgPli|gDJ~Z9N$>IWxjXwJ*NEV zV%!--`0m|1{ZEz40Y5;Vc21*L78@NN#+j_ahc~qP9Y-#g)UhbSta^M3*?-Sot3vOn zW1y8_tAG&1@Zxor^tBw{&OTvxBE8$Yp~OcoOoBfQLQ_j2blDTn_WE7r1n#V>tx$rA zF8Rn`1#WR`^KX`whx`6~2FgCEt6rp){G+fEOzvsG^HtLX!#p4f-M|9A5rqAN$LXVh zHzCneBjYZ2QpT>EmoUM`9&L5>?Cw&?dwim7q(z?<$Baw#!DiSP-|-Db>0&#!F&MQG zEs|=p2NC*)^_+Q}1Ugh?HBfHcg85ps3%kZ0EH3Mh`h7SDoYZ6-BJ7NVIZ;S&GFfy{*BtcC5Yr z8aaV8n&v$_?S%THv97-A%)wYaai{u3-(Rs2+1becjr$**)aDPsr}~6rBKNqEWw!m z2nzpDzW~@GFYQ6Afx%NZeCC$&a{cA;FPFM%wj>va5(huHqq4op-dVAUJ!C#tD~R{Y z4l)CRP-?f|Tn&z%2E3)kyZ9({IesGgLh)U{Ca(BcBLWc=T0v*T`*1I_EAn7<$@{Rj zDirv=2a{onCF4E^7CDNp?Hj-kzJ&2-vfqx%-Y#wlsf7jNETcdd!<)lnOqJxM4sNvj z;fo#Hj1Re?J{Knvke$0sVKCJQi+&^RASQl7|3Vh?p-=|&;JiT9AZt8!`4sDWO)z+Y zB0FzShDYvIKDfG@tI&}%T)s&Cn&F7*-LO>QiU+uhxjvl(_?lYFH(M3eg`w+JMwuuS*NwB1SAmE zahbpJ^--L_5SQAcrRd)X5hyEIB)~Xk&D(G2yLj67QPIc#hwT)WlpXUlLT+2_#& zKQwGhY-f`zlp01bs+K12`MGZYJ^CkRTjG1m0;}QfWq5Gt>DaRDq%BeDkiv2ha!xBr zA>tw^Snbta^(o@s8b;=U3{)e|^0?;%!hLH8KxLQ$REB2WEg2n3=Hq)>Y}B^#EW+`A z_N65M$*IVR1?XmI0z>9D!%Fh16iJzeZerh{9=#!X+f7^7^*z@`W}KY^EjQnKL~^Ef zY?}SGy8^^n?<=L6O@1+XRS&+kSq_2&e!s+6s3^29;X{tyOpcB4OiV5o{}WpUw>646 zwz)ilqTK|S=_s_E`$;LM6MM9X#@bb2p9+wVi=*1l+DvcVSUF;MhEUXukc7#`X76Kw zKVs;I$&MzydwvI}JQmpRzgj}7#w4Y1Lkt{ue*1w-?*k8bAtrvwYgZx4rvYYRMER3v z%Xl0kxZ7+s6fgOGi?USj?0h!r%ieD=&N6~yU%7_{&~dk%_;r-(wz?^IT+xt( zx*qWzQatiE%yPM$r>vG<-<2Xxj?AKN-KT^F-ARHpm3|LF_@;$ik*lj;Q(4Bex++VsS*!LjvmU`|MTc8d( z2Pldw^&?v2M0 z$bDZPI4W$B5X*bq@0=Y}TuL2O8|1A`C&WEdx^!jU4|!##q;SGwpjVaAM5-~l>ft*r zrAXp#r}%g#iF)vo(-pv7z!^1F*+lDAB`kDI$0$s*uJhGk1FMjml*Bono?nBWfvOTXs zyWea$IL4&J=wQL;NC7+cC^Z`gJhepl5-v|Gy^OSkSQhFR-`4oAva*VOYfm;E?Ej$h zfhrr@Gq($4>q7Y+2J!T3KbD~MNcRiCURihNTe{x^iQ%Q%x{n{<5xu%QR+h?kmyQ_- zzXdvl9BY?1u{mvpMwT#`P17p|vU>$U1*v z`Weq}bO2t!K``0A$RF)sba+3V+zx9v*3uQDBq#b+-&X%D;)epYkyb4FRAK(MDcqRF zzNW|M)5>oF+3rr(#lyqs!oSWsDr!NDk(CS^6#{{%X=#N4qF~d#*~(XdRGV$xtwl{o zXZE=jCg}vjMJ0b=SeKrcDPm?c>T_T{y3=lICk|ZIUXpeFXCoe#eJZ@s?6;D3jV59f z72@0U!^rCqmS|A<6SUrhyj_kVkjYBk4ciKaer{kdV{=SsFRHm8A*SS%I%28BB`vM~ zC(4dG=q>yX0A{V+Nb7Q?shbca{zmtXFlFqPSbI$P+1XVYdt6Ro#0Osp?XM))dalL2}Ws(yOV5t$D%Me0o{xGL(=N5k;$d z%tq9*{e;i^&zIfnNVD{yr%JRkWeMX(`k3(Ind(u#Nt1>bE!#qTjTMsfqKA=N+sS6J zs$xLqARgB!_+QRqUH~d&=U4e4icR%N#QcDcZ z5WU`W^*8KR@e;!?n!a*et07L+ON`+Z*yPUGdnQkAWa>si|@s^Y|NG3 zZFfN!2WmXYW6OH+{I5rBu1?y%9Ls&?sKrBMqN-oc8&pG0@*)g&XlQ1Ro1%PyWXRqC z`7^ccE9NPy-urcLm&0Wg%|9={83!`iE#DE51YK#2=vym{Y2@kk;+S~a`hXlTRMoo` z584nBb9>_F*K=1$pt;WM(xA@0zw=Hc>YTVrGaqE=}rV>fpur>x#!K8 zwo7SZHT(Tsu-4rTz6o=112FH8cyL}<#W@ zPfx=+#T%14VRMcn&Y3>^I7LcB+d_LQL^E5qp$^i!c3yfc_ayVPo-E7`raruOHtl7z zD9x4dUwy37A1Kkn3qQVMWK=MsPmu(TBdJf9c>a2l6w~fmMi}4Zv;=FKOHmtNmXp-m*y=)S8UQ;ky|qL0 z)8B6=FqOZA!O0 zW)aIIA$e)W;5+bgQE}0cmtRM#Xp4!XU=#|{zr6EZm==z0cfxG7-?ymZok@T@RnycY z@E{HCUZr%>F*d&(`<%taMShnubWna(^BEJ!zhgfs21Vzm%bRYsTpMuQpU=b#2q* z+y&y`pR|OKp^wHvwf>9==YB89zK@7|=e}?>*6;n=N}U2Z9+4E9_>FJ$q_T&qd2c>Zm_ zZjE{>&ao6|YC>}m05n}y>sQ+G0|YE95&l#8R~9_HIs|&mF23i-d;ywY4II^Xr7BV7 zcw*FHVo6^ZHuLQPq)tjJ;2IC26MzNn*mUV~@gQV+XEmnV)Ktg|OHQJYC40tn7u z+vj74NljMhXQ&U!%h62$!qzpkDfg1vRurd~(@NF?by%-$d$nyWxYG6Hr;$NFU7LSZ z>sh?aR6!O60J50EIyUiod-u9~EAZdXDv_I!~)$uRU>@QwQDd%EI zhK&Sw2$^t{lVqAtnf~~valAAop?}j28AdxfTIBaYpGL*S!7gcl7Go{^^pVa^Df$&P zPFqt)j`TH`>ko9?Pe&Zqf{xzdA8XC=st1oF2 za`+Xngv|k{wJ2N!a9LK##@Y5`(NCo#`nQi?SUTa5selC-@*m?;JakpZ5V6SsB&))8 zUo3Gb&`b9S5V|_H1_JcvauD3H0+7F^e3p@sp%E4)XUGlUC|1s#Jy=xzTSy42GDbY~ zrVhK%zmSoLM+5qCwd(AMHRx|sq~bWUt|1?X$9G^53F-b=>p!?Jn5X?gk0vFkI#f_Y z#Y-TG)4>8JT_CphU4DiG8
zvec-grep -Needs `zg` on `$PATH` (`npm install -g @zvec/zvec-grep`, requires Node.js 22+). Downloads its local `potion-code-16m-v2` embedding model on first index; no API key needed. +Needs `zg` on `$PATH` (`npm install -g @zvec/zvec-grep`, requires Node.js 22+). Downloads the `potion-code-16m-v2` embedding model on first index. ```bash uv run python -m benchmarks.baselines.zvecgrep From 14bf36d03f0c0bcb3810209cbf16e0965db6689f Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 12 Sep 2026 10:27:40 +0200 Subject: [PATCH 6/7] bench: pin and record the zvec-grep version, fix stale model references Address review comments: pin the reproduction install to @0.2.1 and record `zg --version` in the results file, since the runner parses zg's human-readable output and a CLI change would silently alter the numbers. Also correct the model references the default bump to potion-code-16M-v2 left behind: the methodology line and four ablation rows still named potion-code-16M, while both ablation result files record v2. Claude-Session: https://claude.ai/code/session_01N5WnCfeaj66TgZTbqm2Zew --- benchmarks/README.md | 10 +++++----- benchmarks/baselines/zvecgrep.py | 10 ++++++++++ 2 files changed, 15 insertions(+), 5 deletions(-) diff --git a/benchmarks/README.md b/benchmarks/README.md index a8ad2cd3..20a340ca 100644 --- a/benchmarks/README.md +++ b/benchmarks/README.md @@ -103,9 +103,9 @@ cbm = [codebase-memory-mcp](#methods). | Retrieval | Raw | + ranking | | ---------------------- | ----: | --------: | -| BM25 | 0.675 | 0.834 | -| potion-code-16M | 0.650 | 0.821 | -| BM25 + potion-code-16M | — | **0.854** | +| BM25 | 0.675 | 0.834 | +| potion-code-16M-v2 | 0.650 | 0.821 | +| BM25 + potion-code-16M-v2 | — | **0.854** |
By query category @@ -170,7 +170,7 @@ uv run python -m benchmarks.sync_repos # clone / update uv run python -m benchmarks.sync_repos --check # verify only ``` -All tools run CPU-only. semble uses `minishlab/potion-code-16M`; CodeRankEmbed uses `nomic-ai/CodeRankEmbed` (137M params). The speed benchmark touches one repo per language with a cold-start index and 5 query runs per repo. +All tools run CPU-only. semble uses `minishlab/potion-code-16M-v2`; CodeRankEmbed uses `nomic-ai/CodeRankEmbed` (137M params). The speed benchmark touches one repo per language with a cold-start index and 5 query runs per repo.
semble @@ -285,7 +285,7 @@ uv run python -m benchmarks.baselines.ck --repo fastapi --repo axios
zvec-grep -Needs `zg` on `$PATH` (`npm install -g @zvec/zvec-grep`, requires Node.js 22+). Downloads the `potion-code-16m-v2` embedding model on first index. +Needs `zg` on `$PATH` (`npm install -g @zvec/zvec-grep@0.2.1`, requires Node.js 22+). Downloads the `potion-code-16m-v2` embedding model on first index. The published numbers were measured with 0.2.1; the runner records the installed version in its results file, and pinning matters because it parses `zg`'s human-readable output. ```bash uv run python -m benchmarks.baselines.zvecgrep diff --git a/benchmarks/baselines/zvecgrep.py b/benchmarks/baselines/zvecgrep.py index 77bf3da7..8f531e74 100644 --- a/benchmarks/baselines/zvecgrep.py +++ b/benchmarks/baselines/zvecgrep.py @@ -134,6 +134,15 @@ def _run_repo(spec: RepoSpec, tasks: list[Task], *, verbose: bool) -> RepoResult return RepoResult(repo=spec.name, language=spec.language, ndcg10=ndcg10, p50_ms=p50_ms, index_ms=index_ms) +def _zg_version() -> str: + """Return the installed zvec-grep version, or 'unknown' if zg cannot be queried.""" + try: + proc = subprocess.run([_ZG, "--version"], capture_output=True, text=True, timeout=30) + except (OSError, subprocess.TimeoutExpired): + return "unknown" + return proc.stdout.strip() or "unknown" if proc.returncode == 0 else "unknown" + + def _parse_args() -> argparse.Namespace: parser = argparse.ArgumentParser(description="Benchmark zvec-grep on the semble benchmark suite.") add_filter_args(parser, verbose=True) @@ -178,6 +187,7 @@ def main() -> None: summary = { "tool": "zvec-grep", + "version": _zg_version(), "note": f"hybrid FTS + {_EMBEDDING} vector search", "repos": [ { From 4087daeaac1214a3aa7362a4cf59191aabf85161 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 12 Sep 2026 11:25:44 +0200 Subject: [PATCH 7/7] bench: measure zvec-grep with the speed benchmark harness MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Its latency came from benchmarks.baselines.zvecgrep (63 repos, 3 runs per query), while the published speed figures use speed_benchmark's 19 repos and 5 consecutive runs. Add a zvec-grep bench there and generalise --semble-only into --tools/--repo so one tool can be re-measured without re-running the slow baselines. Re-measured: index 4.0s -> 3.4s, query p50 386ms -> 391ms. The p50 barely moves because direct mode spawns a zg process per query, but the row is now comparable to the others in the table. Also fix _AsymmetricWrapper.encode, which rejected the max_length argument semble has passed since #264 — CodeRankEmbed crashed any full run. Claude-Session: https://claude.ai/code/session_01N5WnCfeaj66TgZTbqm2Zew --- assets/images/speed_vs_ndcg_cold.png | Bin 76610 -> 76612 bytes assets/images/speed_vs_ndcg_warm.png | Bin 71199 -> 71200 bytes benchmarks/README.md | 5 +- benchmarks/plot.py | 4 +- benchmarks/results/speed-14bf36d03f0c.json | 2152 ++++++++++++++++++++ benchmarks/speed_benchmark.py | 159 +- 6 files changed, 2265 insertions(+), 55 deletions(-) create mode 100644 benchmarks/results/speed-14bf36d03f0c.json diff --git a/assets/images/speed_vs_ndcg_cold.png b/assets/images/speed_vs_ndcg_cold.png index 214e0f32cb2bb13633d91260e6f0fecc0c49b287..ebc55d54198bac4a8ebb28aac676ef774e9cbdcb 100644 GIT binary patch delta 40727 zcmc$`XH-*N7cPoo!&g8-ic||l1?jyjD!oYWMQZ3BDPf~1sPry1AWgbJ=uJdKdQWHp zsR06n79t6Ovw8i#bI-Wr{yF!KJI?yG*<-QxDs#>9Jagtd;=&Kag}4tuu<6P~_io-J z?5!EkLko`08&`scbaEcShc7;YyU*7RKfCp4c$D5`EoZ+VtS;)jb&8JIh4a>29Cw1a zHCedlX40`}nZ0CAQ?Jb*rtSRtc4~MFbMt5;APX&7=OMvDPxiMlDjdFU5&X{|+7}Z4 z^K=Pd>EQVL9C}Vkfa33?)wdh!=l?!3di-B~|NrO;kX`zB*n7iC4|Mz2x9aEFHqBLx z+fQ(n12#MBT0r1ee>)>q<`~oY2RuBHZ47Hej8b#K`x^TV!3+Ob#^wH&o5xtyjXc12>f2>_nQj%X= zs}EFHSKE%}t9UKPEA?JvFtd`2J1616-?H0OQa?|>BZJ~Sj6agn^=an#Oxj6Zg-B_o3SJdXxC(dL(}fX|j{kJai{VLM z@?w}a&CiovyQ2rn%kV#@buRIkisr$$2`1nyIIMtY~bw*lYsmQFZd7FtmUnATxO3l#lEH06zDcaLz|Zq05uvn(@tMjzrc}a3_U}@$v)rEyaNns zFc*k@ftOv;6zL^G^{R1lbj?bT;7s|s`OFJXCv%rb=A#M{)5c% zPUosw(UI~YOZA$~UMz5|NY8JFN5 zvDOi+_H0^E*KK~;L#e9@^`)_?a#{x@+^8Bq3f)A&rpa~V+GO^A-Mbg!2568e44rA) zVMRhNitv?C6$|C9Q1!Bu0@e^#Pk0{T$eUEPw8YWOVlD#Qq~C>#b0RM4H@`r{ZAjlL zeBQrOQ;Vb+@cDEki=Q3aYFlIZWO>wUxVTCfjmv3jnhtgx9|O;ny(Vk!nmm&FhoMD4 zfw8<_GhxBpUAL2mvYL(NVj|%+o`9*09qcNuFYP>qN0w%@1#Jo*fl@t_$a0yLp)kWu zh<$NvbhPQhr9c<>YsF2$zQMtiMD5FWfRpf7RYbVw(sOT9CL^|xKMSLl2V!NRsySCm9TirlfBf!d)U{bR>onJly46{IWy*USM3WiB{>d%={^9}qT#5OP8by0 z`X&4AL)EY<7-`di>rcp1w0Qq<=!Z4$r6LV>c&PUT}~%l3ItqU=)5 z>1CfcWrh=(j4(Fk(Y7MD)ef@rt@q|nPw;DY1dGy2Q7CEM`B~BQ@YcgtN@)2;&<+vX z4%;CaLVlGH^YM!9W@`^9%K=zW;bK@^vH0dasF>ej5J<2JY2mSx7-*ENH?VgwpuPEX!P0*Ad z_pdm?P(Y)~v~^Gx&%_m?bHQ=_3QWyJYZtav+NqOw0ISM25(?!dPQOBuly_=RF1}nz^a5&uX}>{ea5O3*R<>g@qqBHAaJVnAuiLcNm-4X}1Lbk^d^`;k4@ud2 zSGq@S9N#4vnt8qpkiju-sD$}Yrr;*GBMrVhY~=?CoY%?7o->k>9sB|hi7s0vpjvWk zt~IDVc3MLmWn1UDmKza{-<%p-A(%J&y+aRVIHVkbc9hW{B|IcUi;C!qWbikxZ)}td z9#!FfmTFvWt1^p=l|N}{JU$rHqDCT-+_UX;JO*!z)YE9PCB5xmfhJeB%~E_mxMu1Q zpcJ1SUh;j@Vf80TS5pup`{#FU~ zMqKGZx-OP8CZcI;qWNR;j&yYfU5ECQI}eI7Uv4*Rs>OW~LZsi*aj$Qdw4<#miSUIb zjM(Jtt2|`wMUAbCz@1*Kw{ZvYw;oPA4>XEKwQ(QFA_?{Uer@AMCX{oD0baQIfrUdU za3|$gKV2ZRB1;UR5&{n2UhO^US_$Dd#9#mDh3hTHwF_AB0zYQY9@%C)Uw!)6Akf~g5%5BlF)vF>h z!`)x`=iQr_4_#WrU$#r=Nc9`7Gf1>T_zK1p*Y=enVlmz;-Y}xsffVVDVo}*7OxtvQ zS6_-!NeBUiU{VbTU8?T$wD3la&-@R^$BT6}Jc?tB_$n2Tf||@p-(41ee4t1jK{vJi zJfyS2gsfK+UYT}-G36T-GP1z?b*eh@7yKC-IP;=~c~SZ`T^2-m2>ZRdiv^7sp;dNC84@Z zPaH26;ug&0$(+gZa-Rs91SD^MGR|E)89XhT@ai$5bQdApqQnH`BpagM@sW%Liz$PA z+~l3-^j+WQ=7!P1*KG>CWt?mZUl)2yZeM74&O;S)&#s12Lk*x0s8#|9^TJCpqsC*N1@>2pRenWs4NP}_Ki z_Hz7NXzOaZmC)h*=eB7#El1_bp@^rzISI1cqJN#nssRmnlOyn^r^EK5@8aehs=I zBV(cX0u?cs99(r+bkFbMnA=aL!*y>}W~^g9Wa~N$bAzKpz}CqO$`cD{!H)VJ)CG#^ z+{9-+!q$Jf`08$JjAabQNNwDwWrExD6mC|@Z}u}z^mni6qEI3BIoN@X~a^Q^R2Bp)8$ zve6P;mG!y&x+id`#M3Aup)C)FoGS@xeCsr-PCF3a4iq~O*k5+NRzB9)-FS$+)%`!4uK9HU-2M?7#tzN$EyS`YQI8{;s(38re6GI5N6?Dq!`)fRfB)A%qi#ZQggW<%pOCQDF4_lWZWMU9d zU4$J|Xqi#fXTzE3ENb_`Oi54)I8~D068h57YsFFnt;)V^k_(1mSkA?5&FOy5jK!$h*y4*M0h0))?^O(Qk_xYo#p%8l35Eki2kAZ47 z#VoW?e08L8r3#>jXZCXM7G;C{9ng zSB~e)imh!XZEpp=+-#?;0wzkT#9XIuQZfcf0R^?@&^C@BIY*Du%1UTeI^hS~KV)QA zxIowY-5IFS?_ZeAeimFE8bAB2uWd=%Fw9GKAXuNwdJl=pJCDUZrBg8p_>3$b-2Y^Z zar&Kd-)EH61gM$vydRuFriJ_YqkL0Y?w3y2aCf`pINo-IemwB~wRav_b|jUk@5L3kDPm^P7Tg#RVyxlLrIGHVK+MHp4#*Ln z)lK3c7y-yyE4NjmeO++&)j9Q*#yEhb!P$#1`NNbk6rO z=0@@KJm1<*Pl$OM`G@{)Iy^q(&<(x=B>o2oHsJrrj=Ut9=2jXz{|azGcn&)~qqGQm z!dzu+`EpH<{DWg&U3R}xS*0RIt!+*$`#f0`V0ISX90bw+`~$`qF6V!KZaWB=tg7w^1x?FxS7E)&G}5#Ih>+ zhI`0<#>iC(%J;ZeD6hUps{wUDezcbOezB54BWv!c)N--3% z8OqKf_Vr-81OhS_Wk7y|GE15r^FX)oX#_o<4kI{jWjdc%wkl{c0Td2#vwoj7$2(%G zhMm6K4tNswN%ofTF!&&}=4o;BS7ht6g_-m=oGrkZo)EcZ=B9rz?>FOGD4C3FSYxmXJjDs> zOW7%C6$uUVC%rhpxxCvUgs>7VJcnfQpJFhmR-{o`?v9ie4;dMK`aBuguo{TJh9B?4 zPDNP1_&R17(66h=e{;H0m}}-z^pcVvL?u3BFfIO4r;8JYmad6fjMl7!{%tmL4Nd~3 zoeI8C)@?>pK_9|;QFnRJn1*;-;s7H9f25m|{43|LpI?8v6i0aF+?5vo9TBI_L&ki6 zy6h=lC5)4@`yl^u!gg%9x)NJJej@EHkqcn33QbhI#d?lB5pwG;KtAzaWu6>qV*tplN|>a<90y!m|1LF4#5R$R6QS*i3RR{Crl$@4<>jnAPF{aUtpnh;j$0sV#p>ez@ z3O|XC^3#tk0I>c{OdB?Zm9o%^btwe27P0R7i*z&u%mq&sb}zIMw}o?y*uT&{kPP8j9+y*`@5NxK11NbAXSYb+zbq+$EhR%5nt|yos1yzijTT z`PKG-ynqUi=zUJQ-RLqUM5}2O?F=V2P;rk_FSq9E%Qb0~tB+mPK^2B4H))`_vr_qu z@8{o1r1BmQRf~>3wOp8u`ug z>22L7%yF z5O;>dh!N6j-gMaNQaGkMLp7ZA(ZFkwR+XD3kRk|_{i~Z24D(@aU%S&E8sl`o)?tW^ z_V#+4<4Ud^Aably7Xl0qE;5O%SB)bx+0;<%lyKZG5`3f1Wg|Q9J551pj+5g|*U4$0 za}RtH_M)5x@mt-pozV4WuFj$YTgzmNEj_Q(u3q(~hde7oZ{1tl(%%GlRyt8!<$cB9 zLi3bzeA}Q%J`x#-wkf|;CfXY62SxJR9n8}}VZ;1jz=Tf;|0VS( zTuuuoYr^hM$x$14N(=k*R+5kK%-mmucY;4oq(N>aNjI>Snk+QFkAAyna{*+682#WM zwZph6zl(lSdB!wpatBB^C}v$dPEdZtxxPb(cS)=f;V3B!)mVXU&0t3GQra^lps=^qweA}h@8`E<%< zkiAx9WH0|^psb#bLg>qWie#ae$eZ$X$sO|;vXow+FCrcQR|&n7RW<`20a@V+rGiRQ zS!jczv_C(^+eWrBv&llof3Se2g^W=U{vb*0pOKg!h~q@5B6CZB=+9pVAXG4r=`*O2 zHTD8R%T(^MsW#o9j_#~wf<@~|VZRJU7DvD5Ydsk4m}4dTcKzuYEf#u1F~iF-@472j zL9`e=pa-Z$T1Zbezq5XlVY0rj#C&cbTlS3ZVA^NdaGsXHU@T9YqI{+$&^(~aV1>N| zav6C?l;DiO7J9Dx-^ral|7E}azWv|f-+=!ET;17ZZRMvMJo6;a0cTStBYThDJdh@6 zo0>9r)Bb&<9Qsk^pwUBu*Vor~m8Fw8mQ%oMmvD)U>{#}k)z^Pd^{nInS6&hLKSNjk z&+`J;|9^A_|L%Y2Idl?;<&@}Gdn`Pef<;efjT@ zaUa9&x@>P>j|;-K8qT`a&xR1UbWBW~_>dkiI-j?0$4GCl`7wheC9F8%7z7J>i?aMo z4)#El-7-6b05OI;#%F?X8Y#r`?|7klBD_3YzH7ev`pLy0Z}~(;)V`ll_-0UF%A?h! zs3CM>tQ+D=Qjznhkfhg-eo9-AC`os)$;3@d!@w46oa)l<}in}$@YvV+e zt_<$DK8jlp}W$%T=M~@zjgjUtS;UeC1v$L5#(DIL&lHP^ICBYyn zx)|;aQlv|(ozrb~Bf2JO#=3y+z2f^5=cnSMx@j02UqQihJjo{W$f2R5j+wNo<~Q@~ zq63}G`d?>MTMxLY?yDuUEde!U=FN!X7H4Dyn;{Ve#iJZPn#7FtDBvAjdY7Nlh33F0MXRgPrWLxUxXo}9F6OR8OtESE!dGi zC<;RMpJwL05DUlFh7mt7B(6^^bFX+`$44T?$;f_VDagWHjV>i3WD@A;=!63HmK!i- zjhy9nO~RgwPmi|!+h+S<3>K{37M zvEgt2bJ>)0t#nvHs>}Cysstk!%cenUXVXp0aunl zAOs2*Erakm2ZOm!d|J?%Nj3y(N*oV*mBY|++K+O zUnN6eGJNHK8l7h|^Gk13@-quEN|vYP+wU>=G1FL7-dU+0m{>h1LL+)mhHRV>fW`yH z9n#B!XyJ7YDzWad?RGmt&biIni_4gL; z-cnt%_HSNstKYybuLB7If2tOh)!4_Om!1oO^X<<}kP2?D&&_{^9Fx2WYsW>g4M{fc z43zKfEIul%(uCG%jm~O5__g>(R%V`Ghl5f0owl|A!tu>@s{*!a_R#?a9b|8`izY& z%%CVSAuoHx8V}y~5X}x#waODLWp-c8+A)c2Krq?Q1Kid%8#kiX7k!n!w{C=s9Ubt~ zrw#KN=qqNl{8`}h9=*N)Q;RM0K+GMmZGti4feymEL*Y6r|iV ztA79(w$fKt2oy1-Y$XM?1*^x_{cEpe>6~2STmL!b^Nq|#e*9p;EQ6#Wb{;e|Ele%W>kfUB~9jqwQzj8p#Ws-5N;`IE~FyPJgyy zpDOl<)GNwCzuO)SKD*pA6%qS^Z=dLZ?A3L5*9y#FQq7jBf7%w%;qqV*_naTeHv_&A za)&o+mWn+(#UBUi(xvtD@bs>{xu>=QV9)~z#d*?)riwqa*&<;&;DFt0WTArC1Ae||_(6-SQ`*$v+1@ZjtTJ#}LQWPy!#+FO#3iD`-pPl8_-MGCk zpMJbY&eFdx<&e3~Q-@GiGgTOsLACo#AG2D|%Ua5reDqpse=*Zm|6+FV7ydlp>^GiH zHoRAKDrul8+aSURAHOraL49h@!!FIW`xQ;QdNbqUbJlcODS7iY|9RpFM&#=_CTY8m z^7PNQ<1)HT=01!aqG9&!%<(q37idjJo~fy+y$NrJo~n6LZ1FceYTjuMn5>;sefQ(i zyX$^iCd<8Y(LfHfCFOzoU~tN z@7ejEYJZf+i}pxv-(+L?O?E^5<&QB*HpRTbB3sda-1cjgXL~to7eEKZ<)&gpHIe|Lk3m7d)6b8dOqbW3XY9(;e!Hun`OiF)lY4$8%%FQ7Dn3U0-5n5Fz7$7j2cG7HuT1yn9c+)cy zz^b3drxa}TMZ=j_Gw9eC1$}K4w-sNP5<`@J*lhE@A-t8cJfvr6laXo8*wrS#sk+EV zb70%~U;pd2B&)soE@WPZI)tr`=cu# zm^DQe>r!1SQXbJ!76!zKwT{>exK~Wstm+*jx~UUp)%|CikRdKHwtn8sQ|lkFu{FAk z;I@lw@%Lg~JC`D-K_is;zgLpzySctkS=eklqrLh`of%MT%N|sn6uiqErekh)7@5I&daR|g(9M_F@kHRm z4Sv*8QW*D2T5lJ*sQb$~Ip+BI&%lg7_<5>mMW(%h!Z$7r%(FIH@Ur{{l8 zEqSfvhpB$fDg{8zXWY{CgeuL?eM)X2tN&y+v#Z8-P5Ef7-wby+g<^k1pByPVVbsU9?_hA-Cdqv|wx`fRtSt8$UE#`%CYI zlQp`O$3J7tYV5hJR(p|t0&8-@#vjQpudW_hY5MwL!u1EGE*~#dN?{AL&sLCAIo`JC zayrD5rY^x-TPerWWf)w*Q2MrD90 zdj*!Q7U4oDJp2}LISr<$L1{nlY#I1-^Ym>7mR<=l?C!x7#4fcT0~7g8OjNzX6;H#L zF8}!C&wOolRf~0dy#gxbvIZ-k5sr?+J&2 z_n7`H*h+knyOahS)cdb%(AtXd=|cqEt1TWlv(3O;aD9U}mTYg6_M2#zE4t;998$Ma z_R{Ge^zQaP>()$i&y+W1k zk71c4g7^UFC|#)&Q6ouLQg6tOx3?-^R z3)m)j+`mr=dIHhxZQP1kmjbI4Uw7ulZ8o9(ASOqz$6NMbk6F1|+VSVeBdlm1bS!!O z;;)o4;Uo0$EK(na+_h!Zf#Q>u(zXuXQmJfjeYMT1+yxyD!J_P8>qTiSQ4eNOH1O)+ zCh^hSX|}M2Tg!n*)s%}0enq!iOQ^^e@In0(!{n}ccAmqjO!BYPzPqwUOI;3|3t1ZF zOz@s9CYmAY{p%?>w{95=9Zs`<6c%sq6Osy+4m#;c2>9_PX6DMf{KMK)RnlT=SADZO zgHUI;x0a+*b*x+!Ms9tNpJeL9Aj|){q}BfYt3yF<<&&dSE>yj?Y3X>&PLc@Fa+>l7 zpOQh^iGuM4I6%#W(5xeQHr6#WoWurQb%Ck6M?&SPoRhP*;j`jUxLz<_GsmPhe@v9R zN`{!})j?wZtDhQCrfu5;sRfJfc;#J&6GOA3cU;4+sJ3S=R1x_@Qby0A8~-f!vQOlZ zN`m(u7l*9g==l`X5Y@IS{SptnT2WZF8{g8C^=yZ`P2FDfQ2jaEnZGt#`XfG#v)oiX zea0CDN0g;{4qFRtj9Jn+7%XPfxk}fot=OE#r9?Y(uv}A}US8MP+3gz$a9B`K09VV6 zQ?sD83`i@U^i7RPZP6VP97-E}GZ3wVTMirD>7bzy75`A`2w%<$c?~pNjkLW#*>2GK zO~7X|>HHDOFh=l>jeA3uUrlxe_1Up7nwW@JrY^wQaqew*X|AabQaEs2&S&sJAab)lMtZ3 zIcK7%8A~ju;H-(2)>m!!>kN69P$d$@OFYuB*VK^J%mzlQMt2VHPT`ti%6)~k)k}lS z8VVWS$Lm}&Zm-;{Hrw#qZ)f(f<#DX?%@$AE#DonYs~t+J`viR*KXmk}%y!#_7MfxaZ-LM1?ieXI<^;{cr9G1;H4!y)Nk2@?l?_M zXMm;T0wBznpX43O$erh|oC?NK6)uzd^LYz1CJ$8ZgLo;JcCPDORML{$#%@AaH0m&b z*{#FO8*@Zs+aJt55VqZ{2RQsvXUr@-P710?hgju-eJ$11J4zXGT96!lJmH_khqvx6 zxgQ7kybtKO*mUeqJNGj?Vw=u#%0PE2)xQ^L^i*6CeLDl@&MB|vDn$x&yTcw^p_uv8 zU}J^P54#uHWDN>uafY6@_WqFb`MHiOwD`VBXZQ8$fuGd#$yM`B8lyI=ug7!h7Et2( zkSXZ|Up*x|NSU^2M$+jzdKA70?U6^*JZM?ld)o)uzvKEgQTgyicLphD;&?>o770kk zsv;J;pKp6h@Ja)|86uS?T+#sP-h;+HW{OH@RGV?j(h_q|or}?}kyg=dZ; zKK>J-#c`(US#^xuW7Uc#v8Jq9KzB%kAj9aWr+#?I9$zKHCMS??jB>t3jlc#H_gW`B0J z^^-B9=?SwiXP^t0xtu9uSQWsi=GUnDOKi9J(Ww-i?MP+|y^h{nub2THra$T*y6n4o! z7h&&dYl}Oo^R;-!N}na>YoCf4b?6sGyUvI!@jH*Lhyn^3V$FSf5aCrHR9kpZZd{=y z19<4281-U}K#evU?M_Q!)&22F=V+AqbL4Ud||%llRc zlMr89024D%NQ0;kDq0WR{>5}p|1_ilqgflVXg{X{b%ob`vRXX^BWX**<{W-17adg3Z0)$a|kY zqdU*{-Du0P`EIIfaveg9qIUjyPHTYcudOXF`Qxn!amFittrZm}-^{{HI^H0lSi2|>=5&iN96IY>n&*?+@xnu8VJnH12}}u@_g%< zo);IbOSH`M*Wuy64r{!cP$61aVw=R4UzI;o{B$0U>QBmF-0RZofpwMy;u7`Sg055v zky@=!cdEDV6`wjbzU3O+p7Lu2)@fW^;(pp&&R(~mD=UdQ{;eT??;NF8{`tz>YE_o4 zi%F&hkXNx86N8 zj`-lP9Y5k*3Oh-CKlY$;o=_|isk&4*Gb?9ntRzY(BMGUvEXxEkBS?;sz%knuzggwa>O$Rr3&R-qp5(^C;c#VN z-&zr)2`k7gMXtig%^oX7+q5kRj zW}}nn(tCYTY1do(CGB4>H)%L0@Ui!ahJ4fvzyG?NS-mEOJlFe{eaNx5eUQd!$grM{ z$(v-lMP9Zs&ZKMgwW>K~nB&OHPh!0hE0&2?`tQb14(TZnaNu%-qI!-?Y2#_uk$7cv z5HIU9n;)whk-YOKEo(7y3|kkwXiAEctZ;K|vecKzJN~m4FB4N!JCJCshKz9;gTObh zX`Q-3rNyJO%B9wzdygXr7OwlN-xmKgYs3AC^r9!+lSj$ADj#;@Ng*z(45ofPeBHWY zo-!f;RN}(K3l>i1)8|{2vTO%4vX2bS?$bFrB^5HT$C^G5h=~$0g@i143S;ejj#jxK zA-f;=>K%r9>4tK<(>=Z(9li6k{>-V}X8wfIS5}ICaCCPu+dt_7elwvCFP&Z`v8SZs zf!%f_zwK=q_81bp$G-aNKoq<14+rLBrP`M!K*tFPD!ov8_)DAC4U$l(8T-L~AY#$- zG+yF)G(9^1)~XQHEr22OK`wy_61?e7(WyciVgtH1zm^7Ob2Ux_?(=ydJZf-ZG2M0o zl+l%RXDX0PL3Jc2zr1`v@3GUBV)VOr?-H_D(}yco17`G+yfM99mMd81!&E%u=tHg|tu2TuTw zr{5+vN|iN#m2kV&iYh#nOZR|M>iQbJ0z5UcACyO0#(k@!T+9^Ecrp=Gu+<6F4|w0% zA1z&Kf;eR2J}7@_Shm|OH@A*S8#HDrsZ6%&(xh;izi$j9HAzfopz>jRf)LZ)Y&dkM z@B%(5(wSgJAwI5xiBS6?yMKMRoS<-t`M)xHok_uI((zq5m(Us0UK zk^zfeLH#Rk^@c2(4ggrm;EQtrkzgIrSqeM3vJqlLq?_*ca1@?BYU%qCH0e27{U?An zs@84BvE=t=n&cvjxUmd_8DF+y%m+Rg>BzZYB^q6T%Q7rj8DMzo;^!H|#(xV9n6zxs zB~%H?dnQYKe6EHu-3XSp7^x7~MDn@^~- zbI;h(D}9i~X~W^#aclK3u(u@r;1Qr?lG^eTflM3}oT^@HUk#a*fh=Z=DG9atq>0GZ zYZD?b)l6A7Xl|Sys?ln$9uEyHMnPnj=i$?tG@cr1sLGD~)*K@*a5A?JE6&+T+`NfQ zGEVT^F8Tq83hrfAufZ=$TApOX+nSZ9=Yq_G*<1OoEi))0MO_B|Owui8%hlTi)SG&> zACf}?4{tzBPwFnv%Q}|`)bO3WncR;Ie<}d^hkb4NoU*Fgz{I}<%KdfSlD4+F;6A#H zO`AUpRTrM~S?5Eko^H4cUvy1uJSFc{p2O1=Fatl*UVadrA=-pRcE4%OeR^s7N z>btM*MVlUSc4BVUk6BA;yPq5~&<>7?YrC*js-JXOcEzW-NwMIc3E!}i7+DqPbHF-8 z<%30zXYJrq@s(@u`oB6ASTC;*WN55?N%coePI62IoEy6+bseq}VqHaXxAy$#y4M!q z|2Wdm31Owv`E4^#i*dZ9XVXSgglN6R5So4GKZFYfxpMnFyWu%V7J6l+=PgBip|EC= zZhFQ&N&^vFpJv(ktIDizwhlkeV3G|i1)5N^Z(cyX;G~YYTYFnyXE^Xl-uc_n3qV= zg^c6*-@FEekHc4gO&+nA!$d>-`}>n_3ERW@As|U+&F5b)4)bgT?s-2>|EOHAbo@Hb zNVvDa!IrX@1i@YI+Vc8T((@uUSTkMDM#Zy2D0}X2!d%J{dE|3CXMU z&EguWa;NP&et3YocDd%%ebP<5zNp@L>vHJae|Fu9(b>sK$Xn*8fr80GUf+sPN4{7# zn7l7-F%#@+zug@ZaQhy5x}WR1u>5DLJ~pcJ9m)ltyI0~4(!2})cv~iZByO+I{~otb zTpR)hX0u0UkR-BU>HidAU-L9Ma=aKjeX$t;iQ+(WW8*XtF)=@5rLbqLZ_LLg>08Ub z_#B50o|Dv0pE++Y0g7NM7}^S^>K~KpNxG7d`V4I$^yIHC$4{m8)H(S7(0q(9H#Ro% zb93)VG2{R5f8T^;ND{V>twiaMvF) zayDa|i?q<05Lz|H`1%^@q1>2_sB_<>*9iEwRpGeGQFh zJ$?PI@+BXsuC3kl-&J+R`YbWOln9x}cYAu!cgEvqq?GInk#-NcMP)KUbkz>~yXF!X+oU)cl z`0}z!H%lB_r38yP&+T}LOm)1(KxQJ-U3$xq=;dsmy74wb*%{pQ-L+g+&P6QNuo?}s zMc|{duD6<@lWhNpdHk0Rl~Bml{-Opd0Idu$Km#mBHZBBh<+YJI$F4l8#=1A%h|u?z zcfIKXg{ucBh)RlzAhov6#yagPocnT@&NBYHnjCkuTBJ%iQy5r0XbdCVs6U&qPG2#+j`zQ3s%}s$_KbI z;gVS|@r99(9@~}3g_v*_bCW?M{2!lP2{I{)h)ymSc>2%}gD09*#mRAgsfH#qoxJ5A`+?n8k_httt2fQ5nj6ghyxlJLF+GtIs-~$ZiY=FCq=CuX z4xT%Z{YxGz^j5!lmeoG8;+571*1Oy7uMVs>J!N9b(7@#xjJ#vDcyLSlj>$R6gk}qB ze*r<>RpUQTm!WlT`S5>s{)@7_tZd zA-)9`&nr{1)SefTl^t!!FD_OAE1gn3Sj)X!Ap2=YS2XBsC+{qAX)zRyJ-f(3c5v_S zioO9~U7wB(4__}2fj_*B^8$liCiP2-cRU;J-pQMI^>fOC^hG~T69hPla`UUFHoJl8Of`7gAd_9hb{k}A zuFd2ZR^^!<{(#gJhh7N1^MhVfECYMJ-e+B>aVbW+zuxj6dR~FlM_^9GahNZdC-Mo5 zr$>6C+VQQ}w12Ck`?*IaC-1wrlj=mo#rqiAb}pXP%~4B8=zFjB$Lj%~wTi*Kgr32{ zRd$kf%zsl2!XK9Vm6er6m4=R!jebUb<<`o+`&wK1d`FxM3O>?*^u=4DX`1IY&LMsH zTBwK7X08~;lq}b^OL0v?t$d!6Tg5K~Z(X^t3>FB8&L^S%n=vGhDXUoqOO(Zt5XY%3 zu>SqA6X4{uyw}H{`VU{j?ZBgF4CWm31VsHZ_=5=YzyIEsVSN|ys!C@KuA!wUZ~AY~ z-eQe$tzsIIkX_e7Zbn+j1s>Z{36fpY1+!bss$RYWwNekHD2txdtrmSt_@|y$+wops zHTcU7ZV^71Vb_9*geo5@8q_LS(tOW+68MAomk^>d0(CG%A@6ZMea4T`L1f-X)qa-P z=|_^>l?pzNmidGc=Z`vYMKKWFzLnCkoG$9ze>B_Z-E3Br3K1yo^I=eTdS5JeyrXza zJ|y^HPd4cASA}`A?V-ym+gT(UnmwG0s8X!NnMKNgzm`C6{=6t?wC~Zh8StFvw#Lrd zuCh(3e4x37wcuqoGM#TeYqL@~6`h_g-IS6YzfQBvFi- z^@&k&4fP%nMIO8YDw?;O-loEWwj1r)p=~kNmx>j5G<+xD&AC6+j1Xs2vszxnQIbuv z6a3r6*lO3}oGDqP4HX`e0N&x@@s|(T6?4DZt}d%QH>hZsbrZg9yXn_o7iM1n`i`cl z!COU|tCzvl2<3o^aSE<-_bK?Uh64lwSv6yx^ie{#g0-Q`;_XM#ko+1jQ`kGez#!!; z<4ecLXwqSxWy37x|CZsDa50WaY{M)Lp#mU*KHm+VQnJVL8OFK!oeKiq&zj6Yo*tIL zwDGww@UzB^H#B>qYRA_S80Y?MUe0fcQf5n~>9DmN{<;HZ`xGBtKD;dd=k@wxxp^ZD zdT4wECYbZifVl)`Sv|7T2$cVP){a;CkMWO5Ace2O83+?)MC_z~?D=n24M0wobSc`^ z)pZdUmt3QuO}jiw3wgS<`*C1FU?PT46k_r}xO(fbD4+KY6jbzs0xF0Il1fM;-JnR9beD8D zNWKb4i8L&*gh-@Xd&Nc7MJoEH@kJu9V3>%g^3*r6X zu_WMGDAL50Ek)#KXNPx0(X{E9_Ar_=Ms))X)Kg>)O7$7vY@I$+g@{qxOk>!9Z} zL56a2a%I5^%RWP5DM2f&&e%P3yXomNxIj$s+I>1b~c*O$m6 z7x>`H{Tr!!@JtI#ogV5m_#RSxEO86%u9WBVGJ_BQ-)1it>j7Kza^zvUWK_4L`QL1q znyPB6wc+XhYUb;nD0x9bS2vKzr~`mc>gXZk>q+&CvZnia$hx|^=6%{GCNu$eOlh?? zR8fGm8J#Y3GPl~11`QfSn&)#J?Xj3jCY>ugQ5jHCm9oR`{caYki^=AFX|zvGtPIk( zoVTL#3TmXb>h|QScUqqtH~C;JIbc&cue`NF5@8b+)*ouJ@t?(N*#zl&j~l}}Cdw@r zBg9ExtHe&6XQrmUnf5x;VRK!i5jv3snw2#A>{`c=b7)W)0bS-F^%S`?vB{|tjsrtQ zCA8>6->N_naX)@5K6By(Qo$o1 zQEvbIIe?}JchWRS58Vw`(N=sR+Cr6ie{gguDtKx!g0B7WzQkr^&&=?%8l7qsrO{D; z%yS9*cwJak;^9!vjTiYT^{;5y%yt+sDoWno4NnLN#9;ug5DZ=BQy8Z2$bhqOeVQFjaT%P-vjCMXNP zztRLAgaSIKTKo&ae-HG(t~eby<>BHQ?UpPA>^1Bh9HOH^?8yW7B?>Xg1xO3aPI+&2 zL3O`ggtDTcCB1)rUGX5N!nlR*xa(fO)sPj`EW z(;z64o`G5>nCfTXcSivW=uh@C4-d~kms+8&wZAD1?tgbOQd?~4$enRI=3e9do^=wv zEd|Px&_6dHi?64rXX%L+y7`wdCYUscFina2%>HEW3HbN$hfi0ni6;>Z+PF%PKMS@| zV+N9U`=96eGd$f zKlwiwN#re{^I&IZe+N_q3+qU>LK;XiC}FJ1O2giBE6zSc`0Rg_t=#Cf+C-uL*_HFK34GN37wBj|+nXDA!7id5 zesw9{(nil&R?3ulTsUeOJ8;;%A-3%> zk$cT<9iSp<@;@mbe3PBqPlwY%?caMCTMS#_)f7o`1o+`Vl{Nm0ZeK?Ghj=#%8DONl zw3Bk#Bwho?jGY6^nF^cp5eB2ZW_Uzl+&VTp7;guR*;wNr0GT3wcC$8pzdPYX+`yJf zN=viBz=n3zIIrUt8kI^qTEamuhz!0F_eOYeRAx}uB9wUx48;2H-@s=BQf;lRt!4*l zD(Hk*VoOd#_azX1SmyJDFw~uJn@SXL$BDxWz;(aS$a@Kl6(@X3`s`_1;6!$7&YML_{0lDcLh=5AfOx?kKm4;W zxx1H(O9kL}5+myK+nke?=Gx=e)F~=|S)nRw5nyHM@e~mZx;38#|C>n_= zP(xCI1V%be{o%*-;_{dI-Op8i&4a^My#H@1Y!Y1(t?DYTGZ#GWQ%@3+Ji}#2s{@R8 zSs#a_+VdxGb+qG%(vv$w$DCl$i+?LRL@RLw{_gst4Zv+gIq^;ms(dSHEj({8{#G28 zAA_gXI8?LmOU} z&yU2`^1YV%4YJEfAkRMopWp<@wxp?Cn5hUuYmz`B<+Yh$8of4QSj825#B;BQ!y@P; zlI{&|9!j+@g}-MRe2toyeLi%C0Zv-+MmqJ?k@^bs~2v>l2sW%y3lZHK193C2K4<+HN$u}$= zZ<*hbP|DN0RUu(WORQF{aF~~BsmC-?CtHHszG0S)j`>EPS`?E{(;y19x_tLob|{%{bd2A|KaI7tBvLKG%_3?@lA=C>T5{lK;;YQ}~` zI*G>}^bB+DKv>9WuchqMlOHjmL~q^sN%v~~L+I5C*oVV|*elC`K>qB;$jSOKFfVh@ z3j4*TvM?C)=LV6E7SfN#s(_JxH=K}=kkxTXrZn-X(1cY4#Rw6%CVqJ4OP906aBJu? z)Br`O5g|7L7Web>&4qi0j-IaiW@%yJ-Az{S*t5ZJ{m!j7=4LzMydMIZ71>SdxJl%S z`G{{v7Ywj|PY)~=|w zQtsfc(Z3c*iJOCa_6{)3fkX=(Icj2Ju7H_=;Ysm0P#;{3Q;FAE3+-@Sd+ypxNz=5~ z*S+rkH$C{DywgSU5cehWFnfLn;iZuvEI|yM4lwXGB=vFuI_rCNgQI4PR zYlCsm2yevkRNdMd0g_|l;Lat6aO7r7@K3X2-ff;c%#?PKOXlWN5uTU`Fan>4_7eYE zLWG&k+Or+6jW9y09fSm5N7p&JR*W?<3HkCT=0OoSVu=lb9`OmfObPt>&oZJ(aNKMp zrn*X~>f#U8H?c4n{L!^Wy0MH?02!pdvBloO%n<6-bolZ2s?&|Xh3543`kE;wT$`)L zo77qYyClHyq;+v{afvr~wij83aZl;)mG-QH9Cg2TVN66dM#LJ}cr>&i==yelioQ=? zUK~tpE!x1iq6zEWS=mWC@V;`%MGR^~lDLQOgmc2Z(2j_&KlOT7pY4|A z7U$&TfK{rB_#KJv1oB9oFB$H#eqFjK%kA_uz@!%c7`5I$Cg{$;l$=%bbWB5wxXU=UBgal(s1 zT5EFFt{udnX``^1n0Vv4OK$rbnU_Rae6s%xB-AE98v*Vtn%JZ35A4qZ`(RAeZ}x0; z&-u>R&iS48>>qOy^YQQ1OB{Evff>MNF-g=mH@&WOe+3AC5x<*?>`KE5Y*j!E_(da$>?%fp>zLBU1E`XCd5-J4Y5Y z{3r%!dQ9Yzy%Z@D0BDmyCU`u_YWfXQbL#rI$wfha@Ts#zIX?N;RIS=IUBqY)ud0_w zDL15Tql6J38$*+f1)SM9;1vvC+bXmoq3e71>@&L2@_h+`RcF8%g2d@1m1Bu(BBsPd9Ly!#Np5W8io~%})qoczu z0JbWlpjd-n_qt30y#B~|E$Efp{|PnP4UFd#h1|015YuQ9J$boEMFIc+AXOI?a^+!+=DlK(k!xDU-I@Qrn<`*=ZAC z5n+mwjH2FjoYJzX76n!Eql>rDkwY^6)OgjLM z(Y65D@1WOY^rEJqq9fQxi=BBHg zY-DOG?%M%aW0}?=b6}yu8otY}!7r9rYrE(Tsa>wVJine8i|hZFRm7$mj(crr1QG(f zAZ-aCi(2mN>3p#`sYr_sP|D$1%T7Br=tD;nz{fdFcSh|E)~!ln4&~!xiZ3a#gW~K` zPxL-5L9pwu_z#X%0lz;Fo3PhHuG^dx>4gn4!JIRcvKr#jvOD+#bnRvP-R;C-I4~m< z<2I*XHie(cly@N1hrgx z+9##I`L>jILIgCd4kg+w5ueI($qbi$7?_wsH&nS90FIJFh;Jgmc%8VNa1%X!Dv9YE z0we+K`k65 zuErv31eb6Zi#5V`RXz&vLC55>iv3ffC7R$G{PF(pSSTCwf|B@&IW4R|nF@CTI`J6` z4#jITsC3zI^dPY5NO)24!|vM5eTE)g8n+|$C1+mE#xOlH7 ze!ao8e3r{f6YnMM%_mDeiDi9N>DQ@;*Y>(m_L&bbj!%9-hBwLE?wNOJit+T$VB-`O zCXO@NNc<5AaJWagthI2FCv@U~X9YNZO2ZD>cW0|IGsP4YaxqF?5{6NoMj=`j2RJirRLeIU?TNUr!8tb;+%Fg zP`QrjveOkX{=ROY{nllCsMS~gt05}(RoxJjYc&-{4=3O&d`NG)7!2OqDC zW_s!xb)Vqc6t-_v33)rBW^<3`Mh_~*dXa6?A17OO*7MJNB~JEmwXa+wG-g)H>Lnze zlRDQ)=(d^pN@x=r#1`4mk8jFgea*l4Cef0IJNef&B3@74+Y=p4`2K7uS@?%#rj#h0BptWDj|j`sPNrqyZ>wR@=kMq#4QeYlsJzis zBP;Hct+0$gA&u}{aj)%iu%UA!DF}1kTi^IHyisYmC0Wv<1H-r$!_YgvTfzuWnXb;L z_pKPX#87OAh0WstBoz}($;$XDqW^ID9g%CClypY|M0vPFhUc-GV_%Dh!;w(bw`3R8 z3?DDvJZOw6YE-pSDtOdZ))h6AB1snY*KhAfb9>K)of}oOK78qrI+?j?cUd%{BCr(c z{Q1y&Y|8vYWx<1h7ScoM_N6t&+5XK7c3a3XJU+B>>~76Q=4wYlwE zxwJ*cQ>qQcpY$!J_`KYuLW2^sbi>l4t$^xu5JnWXtzw#4DZ z)z+QZX}Z*1HPJ!o7QtD=%#zn-9ua=3=gR5!&{u9#9lR-6QS)O=>P^mKz86=M{=Nv@ z>5GKGsh7Puupq?6ZaS|HnT>4-UahQjJL$=kiK|O>@0~^>8D3(N(bapHi1eWYUa#<# zOP7hlsDe>+ApFRl89cOpyyjiJFC1Y;qM~19lKFYIcr9%tE#s5N05;wVRUwPRyFw1p zGB9k+*JGgV`?<_)J?Mca2i}cxFUfq-Z!qzV(Hr@=7BMH{sIfJKOfRZ3MY`T`Z7_N( zskKFHPwH4XMojAH_VIN2cjGZV?!-AWCO#R>;d#NgafaCmXX@^<#XdZEsjJ@i&9A)| z*;cPb%4->v4io)yUmWQ~NojGD8^FDx@JIGCCrR3Yy` zQ+J~_D=qh)P}T`n?Vw`@%q^Qa$ke>ED#$V$Gi!pWRv2zK#T(I$ITv?0 zzHpSfagsi|x+#&R&wA;SK&gFTknUSW-{rJ)jRyG?{eXJ8H;Ent17jC(>$U@uXqt?S z2%9WkBl+uGka;8zM4O}}Lr*V2D*wwuB1vr*I1x_@N9h5R_x`6D0<>pxWgq0^Pp5O1 zi~g9PVAwmIQOm5Hf81>!b0JU+H!wK{b%Fef9DfaOl;W4`bPh}!HP9Yy&_+7 zF7XP^L}9|P{JN3-Y~uBPuIyVE`N32*`$|LCc$~RI`{ji9gRz3{LfatY37mv^eZ|`E zy3WHY4uCzO6VUv;x~a+nj$JaJ#{CRtQ5d42AQtd>tD5vBGgeMINW-i_tD+3ZA}ypx z$w92MlxQKp$rWmqwXT_`VVuQHsm=vm8hVG>;BRp!o`$d>YfVQG&5A?J%*+TvJ^jBX;`z{_qxh?!%MHC2lDKy^wn4b%=>}VF1woYruACs8=A8x%Kn?;K+!{t>3+~smXlAp;dHtNi=G(ZS9=w<NO{2|pO7BF;pY_CW5c!GwKVzkq`G08OoywoNZsLn z@bAqaPYNT~gH6w`hleN6of~ln+@3Y7bWti-D{p)WII>FXm3gd}W{JaeDs7T9I3Meb z+^6PvHYC+zg#JU7rsDWk=6KMO(}WvuK1mGXZ~q7>`C7+pG&GSJ%7f$hAef3q$S8K; z=j)nKjXrAY%h3Csb-(6F$=Igu;SUzjpN1*)8d;-HaWz+4hqfQ?7h_V%QIpK~M)qgk zlWC6ooBmZ6!}s-2Y-6YRE!Q6U!vPv;v*ic4 zle>Z3Sz=jJ|9zrBg(AL%kAE}H9Nx~>6{MJRmX_~;j zXCn38{Q%t-8PCkbUsgtYduQydM6J=f{lHom@cN~^ z$nHd~Dhb;3I@hWaY`r5!3Km8wNSPsh=k)e9iWkXnb3P7HGb3Vfb2aG(Yt*c$Xc87T z4dr0(TRvcJd+VGRLT@%&+RXXvF=Lon_k{Q-XuK3RPWBF~p^CB>_N30RJAze`K9=6h zO+8_O^?%<#-hNdoRD*cGc<)7nX0fsCQ+wmX;|4xzJ-SqDdC4d`6JoY-(5QQT+$`4& ziTkwJEBV6m@HBOpc~s83sRRU?{ZO`oiAKHE!P@Y^I`6$8H#fH^HxmkIWAaw1T-yOj z7ca4#xy9yxkJ@AtY-;l3PA+jtqT+mms)*Rp?Xm@45m#Ld zpaxM+d?a&8cA4x5FJT{S)S-t*=tdCu!T-cf??{x4dAXZeGJ9Vc)7s!2l_DO#$ zCElwStG|ue{(4O0dKuCOcFr64W>eLnGfW0`m&Ewy}Ho#Gyy={!(B^{QMLu`;`AC=v2v(rk*> zHakN4>1A%$qD_F3nCVid{k%#0q9cJsXr-b0%IM`8mqvw0-pPqLI5N5T=woiLql|lt zJtXVheOwGx?|YM;=B!})`Rp!*9_)^UI+s{%%jKBmvNdzI87+2T;+b@0EtAp^7DyQD zNA|Tr-920cf(PiN zzTdlP8uGZ}fd_Xy8GQP;Yu<7uie|K)#`qutr=+;mWV!1LTWIuG6H;2zEXzilmq=(c zM!uVO!s*_~Y=yHmBlR7xziC{H-!?55nF+L~s2H5aHg;36rSa}Y#q?nBx{Ti~l_^qE z3Q0N`c4(%*ie%5y!g(&B0E!2)nzsbqOqZ#vZBJgfxpj%}wmB9?Yuk?AeMA*s?a(_U zQll-%Qz+qo8ygLD4gb2Plf(}sdI8aSF_h)9jF+^uw6MBtjG2vPW2@EF>Lf7_+zFg5 z0(E98oe{GC#P~SZ-ObHc2WGnls&P>wZ#TP%QN`6x=L>Rsbi8xF%Eo4^MeF036?{9D zqnBI)+wdVQUqjw?NkD2w~qL59_iUC7U18-su~dLJif zyLMOW94h5;I}4q`@jI#Dw_h_d_9W(`*#jyj$pAjfPuVmXQ?Su|ji`MWX(_26P3asV zyo4!@X@;djkDkI%Q>6FBd>CqF`7mo=P^5M}-yF+7LO@kco-k^9)s_#-p*{8S%*Bn* z3)1g@qhLd7&pEwoD8GMlt7Q4hk?|4IRVO`@Qb zuIK>ir5Z8l$iW(y^ZT}47mXOQrYHiQ%Ck2aSzC_YuieWcG4Zz$s+|=%Ij4xA#*4kO zQm01liFfV$4CwfDC=iZ24CJTPSoJO1b($`d*!pxBFP`CW;9>+NiM&BvIsxkS_eJ2z z8-s&XeDbB`Ww6LAtm3o*$F!;mEZo62YHp9rzo=MSZn+s z0-P@y1_zvu6DNggMiba6u^Z!fJ*PD!Bu}Si*wM-lHAGr{*e;n6DBbWSS$Pm@KuHqZ zpzy&Xb7XDpl;$X1#FKt@f1<#NoQIJ5n82(4!h9aSR=*;5^DUEbaXQt`$2L z$7sM?o!mz%#v)1lHRrPCvEKoGOFgR~qZ%=XtYj@q7@3gZM51WGdl;aHu5V;SSPz8u ze2yb-xqrv-c8l=X)6FsBzh4*dpE&0VZm74-IypO8RqzU^X{y1O26u7a51gncBKB=v%0CyMNEhzmjTKJAUpt8pH_G|db06gdfS<0e8n=R zk->w5x6P=&P;?qqKF;0-5Cj1+GVC#*iOMvbbeol0yTgU@KdR{JmdfCCGIOBMHPaJ( z?b-^*NXzPA(|Yku2`YQs)fq#d_Qr5|S{79DScilAtkf;MQ|3Bi0JodVcpr%@$8KH* z^Y21IF_F=wM$FyJMQ$TM7KRPRfcS=qrL(Gqe!rh*8Xb+)+tw+)* z()08W!_7u+0)v(3ccNYzphKHg7U?3|r`-_^7^YtKEV&LX)k?aVPx7dNNi#=3Gr+`c5UN#>`x zf!+4c+Dst403EpVorRWfc?&tt+tLkOB200f*+$iaGInMdLCYa2G~zIsh#-tKs-7rn z)Y@UEZ{Bpcu}4KaS!E-0BhQ5t8)Uppt`HDN7tm$xFLw0K^)qF^9(zA>IjNU62MF(T zAiVY1LT>MIF4kR9%ZX0!M2_B#cpYZV%_v3fL#GNUJhE#~8M(T;Jy!t8^j+rb!1DFv zwv1CD+b%ycJz5R%ZWgxx%(z!k72+;J`z1qORSLJtzs+@bgm1hw?ac0y$1^oZSMp?- zNhZqiT;MQ2*RMaOU;mxF^wiZnb%9t&?LKp83hNI(*}RI*WQd=caor`5nf~a@HAnlVgIvCm!>>XXCrS3;Pm+6bZkm{|dx$d6u`mj1`1l)DCl9<(F7BOI$ zdn7+Q#k8-WgLe@C`d;>xAd)=uEyG{266!oA6 zhvdql$<4m8kB*qWGVw2M_2uxHv8+mbU6u0}ZSMN@$(WyZ`WS9f&!;Gplu81e)Q^%0 zW?+$yVdjOp>`GzO%71q-0Qhs&!EMTtEZEjGW31k$L*RgAeD7#EW9tAv5;`2P@A`6% zj;GDLS4z3p4~m5Kh+HnUjzbi5W!~y;O2Vc!+2S^b(qU9#u48uI&X4G5JWZ%(sOht; z?5coYemJC>56_A8I@iYJsFYl(NQ;ZltgW?#>akA${7F^AaSZO>G|ujpjSY@YP}#s!~ehjfyFO+hDL12U}7NNG>z z#&s&x4vyCc%RHluQtXPxGq=^eX#wgoT* zDm#{EJ!i5_ctQY$#6GBVaWft8Ey+b_PUlY0wXE_uOb+?Z)8UjWNSB265Yb)!{T9%( zTSBo zhILtRL{F+vnFE8}gwZDXy+Gmcd>$jm%h(*IUoxA-K@G_;R2| z{e#JFc9kIf8G7)UMv|&|u-(;ym}T^l(aX z_MS*;^p^Q``CX=NzAMtrPCUl7#jCGl8mf8c_CZojCi`MIFshxA2bk za&CNpSs5xTaXt&Xq=*Ttv!LTeW`6rNGd*~~y2zzRu$?|IFuQK-DoE*E==~}tte!~} zmNb!ecIVm_h{(3RgPuhUCMDn2npq6>esq{_+ELYkH17VL!wMSN0f0gwSgNffJMwj= zxio|I+cXk5l8se1oIA_tN42M6&sMq!eEC}fMBYMJz56$z(nv(MI+4>{H!R={ROVWH z{^tOSwvWxGgB_3TrOV|v(lZ=@7a`#y#@#bgUq6}H05u5EOYtDQWMbk(->& zTX}QQ6dY@pZ=DgCLg$HN0!;PJttI8y5YhN(rP^0W9znP^$rG(ypinJ*VKoIqf&mDoQDcvL zvTF|UI69+0)$$a4dk}LH+bhs}&~XQP+Ax|H{>$1E3GL~fDZI-)U-IC`p7iNqshj^| z4)%7!p0C)qZ5P0qNy>!hASRiBWE5RJ!}$-kHO)}jSpJ?L2bL3^7^yb6xvRB)*glqj z%YNb|$yY}DBb%tK5%I&F-#d=(c441VJLp((ILXG?agsDp>ynQhi*g{*iibzLnRqGmHQ!b*g{gq`}{2H(`QNj6mpq`H`%XE(D= zrXtUqBRuxr)&q!DD)h?(_JY zt`s!?m%z2On+fs!-9jQC(^cihOfU_C95BW z)~Pipm=J_UDXflXy7eBO)|cde_*#8AsL{5`#*g98n)hlv0`k^Jayyw=+v*J?0U)bl z#=Ei1x-fh|?;_5KgomxEqAruQcx%`=Q$hB$d&i_#(teEUXhCEi))T0FOYZXEO6oMk zOMXC~u`sFX$hcLgp|S5QkK`v_G0_C2iFA!#ym)VPkkILz;1T0i#bNQoLqYHS>wBR8 z{gF)Or>`auDQ%&Rjxn#*k;#8YZKkB=-iPeC(2wrjj@*=l8Mbw^3@6+p za3-n1#G+}kQ!f*D^jD=_D_U=O*1K6G?SA%m?T=sulob;WdNU<1G1}ry!0RQ(pb%Ql z?4`eCIYco=G~rzEP6qy3ZjGRjU8KeXSH>cWBqOPSk85-ldpo*4`cY3_B{=M%wWyJv z#rlb4)5%xGSsoeANIB$&*mBH9&Qe%~gl?9UqMqoti}-GwGKoBB{0Anqmcr4hZ!5mAt-f7kGSt9KI>^redhRVX}KXdsmJxzsteRl$h3o%w69XQjI+0zshodE?JQf#eA`vD>`aw7>q9tGvb`vE^xh_d zW7scr11tV=c{^@#lPL@Q&tcphsb_R;JP8Bj*bFjNdB8KD)^sGM0`6Uc+oe4Qu)#t- z1{8G6HSU7cqx5LvN7{*rytn=xRgl!8W)q~Gark}!TFioH@^V~xsSyc{krVDwe`OQW zx;1<-SYa4e227h_;gu6iUvYbH$r7R&ry*wOoy0QNtQgqvbzOT#TgQF*;HJIfnH&h` z1O2~&05zYdzSc1_eih}WuaZHFt;rtdyAVs?^9MpM>yW2>FuMUpYe zYmv8-rc-H z$|faN&V^bH%5To<`kmsX0sJ7h9B3VSi8Rp8`4RtPQR@6!Y2rX z!V_SE;ir{q(p5b)p@}j((N85hV7*b@B3aHFg@1nF$xxXME7@MVyo9I8P*btu`8Zn? zDciM0d4^+UAp5CgEGJ3QP(KqBDL~x$&EQj;gSx{QWDQ`{tSV90 zNdyogxB5Z#8E+=*W+0ssQ+akhRra#uBc3)Ry8rHplw3X#iYgK!XCpg((>Nv9BBaMc zQb#jw@2veDW%@tD>wfWnxWRhe!Xr!lcmLg;7YTm2lEh1>J*d&NCrDxonFtUppc>Bf#T&R#4{md$UZs zrp>%zsJFvT+QuK1xW4UPtt+2{`RVfa`>iJ#G0K7|@b+0IspY{> zb}Gv8octSgFT>4JG|b;tzIGNl@SgP%R{UlL5j3;4)?ODIAWv|#atpKaq=z^P@!U1I zlto<3YiYk}S`@e}x}_-VIcJ_1sfIp}ZQO&V4Dc>=QS%OQ%qGskg{n~hlQPhW_##3| z!KGFQ@T!k_oj2bKQ3eI)4jIRIJ4KOJk*iak@x8gTlCzx3bb~1zM#P5tm;u*RW%&T~ zt(Vr^Ib`I$Vr5it;)zD2;~a%aXlG`|^KQG3o0Q4Wv?rnSc+OmBA9&aq?86FvA1{r+C#Hkr`S++*JHwx zGzz1U4NTBAD6Cj(yUsP6!dtHE4V6c*ZM7n*NfVO6C+xk74?BTXYZpL`6yICFo&)+*oK`|}}TvbGO!M$0Y^n+WLW ztsXkndaWMdYc1}k2w3!@r{mC3E7j3gP7Tz`)uZ`yU8rj1(TILnf`Q}t8JPakB!3nK zf~M1;$|Dc0(=Qd}mxKZG9H`;VGtDzASM+ppFkB$64DW{a0QxDh*?=f}yXz|7h@t_1 zTCuZRbmo&aR6!fltMiq}y%)s~I`x6WkY0QZwTJ5oUdHBp+;~uvq$gPM+iKKlOo+{NhMxX??B6dWp9VSwh7K+R>BuDcsEn@WeYt$=LhB^s)d1d4TKRTpL6QKEi z)n~={@|FVWruI7eM)it4g&}Qn35TI+jTz?3ofOwmxW1xo+oD5RpJDP?R~Ki87c&FL zo+7EBbx25OPk2qMDxMvaW-*mHi-rOcdgaQ04%#9c-3E%M?#7|{(*Va1Fc@Ji-t-(q zv{-yZ0{0?Di~e+xQ`IJi1=aVrrp3H6h`Gao?{K7JMo*nOUbpi6Pq31aleg;RfyzM- z<|v@Cv!EM#yG%$q>M4Xs>7sJ>{fZc)Imkv zeZG|y3LEs<@UDJ{c9#rHFsSHJiDLX*q%(0IbhRTqQ@rli&s1BLgo7mP!@d8dh2TFa zxRB9h>do>5Pav$p%WA{3*5yt}5`o>L_XVvL4sbn2t`yT4Nc5 z3eV-JHfdcG&6G{%PpJX1-L%~arnna(0c?ODDl%&JX(4KSk<9W!hk10}nMcPv`>ZdD zpd*sYM)12e!_^2j4p%}NHKf$)_#b^>$Yh4&)Iy=kfjw%DY zVyM4-Vaq7nFIrg`k_(UqWEWF%L^n;lXSks*OD_BCO}kYuP}>CyR8#Y;%fsIo0fB9G zpEcw?_uJQKyww58B5uhg=y95ApOS|b!T>U@*%=w4pwpI8fbFY(Ny^&}EZYUL8R74; zBZXICR%3tl%+1DzjmPuz72`QKt>OhQwC#BXA`Ub!{BCI558-mpja|o#JQd^`Nn7ki zs|QfhCKl!mR^vJ^>AALJBb&3f9N|n*K(o`IhUE^b-MK;8O!wUfrlexrm?7`67UgCO zCY=_xJa~z<=&4k+wCd~j2ak+b2O9xrWsGjYXyg7MwuxKD`ojQ&sp~EEr^enJiXJ@o zUU$t!CGqkyJ9soLq&3J1I0eVMUhTBx8M!)(z}EAgYvQ`#U(GyN?uuY*ZHMT|Y+{A3 zj=Yu@?}@zvnt?ZNW2WR%Io(lgjpa5X+VfyoE4{=)Cu{^sFtP(zXbRH9Udn>f;1D>;e;r5oGYn)IP` zoQmGVM<&s!B81TOEzEjt7t-Psc!{cPAZP6HXqoSb7%Zk~FN;r+sv-L#9zOSvD3)1GUed5D0;)z6iTHmy%#v*>2pIr z&UA~<1ab;dbk+!t50$l)e6A%j2@c88A%eMGv3YcA9ZT5qQeIO}cc7ECmc`EKvi%pd zbb>OOJ?BPb8y;$W74kW07{Einx6TMBaWa^I1N>Xcvl%=$`e?v;j@t5 z(UY~WqwQn%G+ohz1W?z63b2sET2xP;^hS(>n&E!P3v&wwSb5$yEVna^@|jhX&oAGF z?`~?6?qZ`s?UuQtU6}`AlFkR3n0GaQ!&P5VrG>@jAelpJtq(f))Zlyb^3_@+g(ooO z=*E`_#4xL6?{a#DOVkFPht3k&6YPcQ?zmb{ojuZCc>T z7>p3=R(2<;GtgHk@1IzACn+bfo**5t$y^U<|owOyWlm0mo9yx!oXaEb*xu%)L~ z_prAPq(FuB$5no_3!{QAA?LF*+nqn~wPeRm7ahacDQG@L_yTRO@OoTmpG+c&UUBvB zX0m@|@$7;>c3)?{1{oJ>VAFXN;em=>UQAm&O0bg_Y2Od|U~Y+snMlBj-^!l!Cu+XKkXJMVav;+$GdLM}p@mo(!I2cmfIzNLKhAN%!Yyn3Dk z-0fsLq4NeYjgn&%^XwVwYB!|OxgV11$!fhyuW4|9?| z&XKoHvG~kuylP7!r*MivoY+xh@;!EaipKc7?9X&`6D=(SCY{j7Wm8tuX_(R6LTOqT zw3VYyx6N3slUU$H%fzEtXMSQr_WXIL5o&~B&ZpyI>Szm`BfZBF16yShj7ul?upk-% zPvL0#V81%BJA2j`IT!ho(sfSRG3oBli9n0#RJ|ZnsNh|Cq4Oy2BwboMp0{<=o~0>7 zMB6#))NM(}Z1&Zxb0g+91>u!Xb(qH?9z5eoKcyb8k@=ziqGn?{`*W(W2LV*&Xj1 zBa`SUx9`x{IDUsSPwi4ASe(o__u|8_Y9VZ1zCn6$@P5xWn+c>j?Y5^nuC((Rv!peI z?{&>aP}XIxbUEAx>Uhr8Uc>RQvkEgSj$FnZBU7$X0BW+1Ok$(8A<;XtJGl)c%8Z5g z>X=MY_cFu`(yu%&-)`?M88z-p&T#1V(V8#tm>;&49zRqwZr$jTS;=LWL9%eN4te7iX;2r&O4QNS5;S{b!Ex zcOB_tFGtS#!Hm*2x^4Wzd8+5*e)*PaQ!`W&!%&fW^SohLW4-i2mTo~`^SEQ zjaSxk*CWDtP!=s0y?;x`)>XrGE*jeVahBus@i1gOWwk_}Zs3vj)aBStR^0viiG*)D z1(lWeVv6^@k6IdBO}oeD)0)zp8=cgPF5T3%J>S9BrP_#TX6=ND*1P6%4GvhbcRz?o za=1(eQQJ+a9E!nEa?;GPl1hEsC3V%?1>H=e8X_m<4xAO5ip{+BOq|imNK;6cTF$g) zgF(xP&Xy1E+`o*ABRSfsMWTp!hjN6sa4L5 zjEvBrFv1hE<7D1^7N&gv{e)L`ron}i>GE~$U1JN&5%`{hXn<2KBgs?i zQXX8K)M0}GllU4&lCH|DM7@4z2@CJp#3=s|YG_`u+BGBo-unQpw!srD#*BHn@To;x z_1-Q%_Qwn;)| zY}gpiSDp?2RTRVHJa}{dbZs_5^i9sZ?`rpUkjo*1JkR+YtJ%8$nj?soLWTvJ1oOcrlutQ4JnY7}+Z)Mi*EOw0IgS5PezP-{EBzskkzW3;y-}(K1^Uu6q^P0KmdEL)*KhJev z*Y$aSv~%Bf#Y5M$9;E6`FurE&_-&Jd^L?`#rSx_@4NoW^`+>OHv-C59GJ&2ih%iV4JKl;C&cx=v!J#V4nIIC*Nm1ek@f1P^ z!sxi=9xJ&^#xb7p6+bh$BAI?)A2#8v!j|4@0D!oVn3JvW^X!H7(Z&Z$Rrb@|o})QA zQ7a%(d)xjUrMh%gIV<`S1_3vmNXU_uS(8B|c}t7Mxi{fft0J@(7nR=OuZ?fWufV?u(%OlZ&-bBnEf%Sb0DPeocD?t zV`p5tHF|%o|2xUTU>IiVpVN9Z?(>~{$s=gju1@x8QjPfBAK{_aEgHxKCS38@jMXo(~ynRNK$Q&x1tXu;a>&fRS&VM-M?BJg&pvj z7qA}?*9Yt>#E`<-*GRR+x5hH2H&SN@CN8MSs;zz_&#dDJ4*7Xc?Bx0K(hsmUeGOxm zil|c}3#Q~9g|-u~Cr3OHFB1d=_wv~BG&pcFcU2>yM1rhNJ(U>EG5u@D7#egKM6V@* zNuX=&Fm1Y*Q>V?%O3$1Z#UBH<=NL1T?n+wRsI{CeUyYe2z>!s2(@5zD)y2MRkx$8B zY2XmZI`apPA$2{frKOYo+4NjoT2ov@M>=Ui$eOVY0=_zH14@28csUGd2^3A2!P^{dqh#ms!#6F_<8CCyIO zlj7WGAw-554s?wAg-zq~@f^PZ8SxSdPNC?Qd3weB4c0@|0wHl%2 z?{E(<&q037wpW8qB5}SLq_wgqVRs?r<1D!#L;LEKsH3B!VR@k6J>hfPthQWmZR5r8 z-tLu&nA~gL^45yJfe|32%S~4EXq^bxAx0631j@?4>LC_aO%=I5Ce0Eo-qd;?wCp&_ z2#gfHY@>%(FLuyt4J)~Rt?%3{mz%NT=fEkgtRhmc)XLa8+@JU%V~{gGqSN1IQs|P+ zI^92ZVCu4bd*MTYfWmd+DQVMA7A=+1G5Y~@O^po7-Dg7~CV0bxi7y=~U{x*Xk0P!M zkDfk`Jh*6qPGEN|(5N=hv8DvYUkq+s*5A14pmz?!HIPq|EhIpriDJ-UBB?1;IP|uP zLAswexrCP%#?HIaT^xn3(v%#TdFkjB()H@qKwKhZXA3AWG~0es<6r(zg?+gp<^1&L zc4S^pt7M2_NWlE^=J3|*1i^lpUXbBj*c8cdM^~~Ft0oodTv1hf!=t;@c zfv;X$c|EJ8HrKN8?1H-CW&*xV9&7~{m^p=W9Js9$iqF-!Q3NZtr)@izZf^DYii;9y zDlpqg!dZhW%+O68U2&el*`f~zVYcW)^TH+*Q3ERGy#42{=%E05*uy_ zlLx&ay=kcS5TvCnx^!l=qKa`CiZd z#do6bvj}x}mTK{y2Azv|4*@gRYPW}6wLx|ryEjpKaQts;*zoe6K}{5_(_B@vuF zAl&`DW)kksaZCYe!2_BqmUim1QQWR(bA7Okxb6nQwx&Y!sSGy=V8f=`h`sRr@D6*m zV67VW5Z&&Y2Db(CA-r{HUvg#X68wI4N?_-(6T=-OTP1Q8#g{-V=_Wea2=pINjI7b4 zxjgucZ%mb>&Gbke{cP)OpN8Hw&w+zAH^P)iiX+w|(A>guCuKfQw@EdZu&Zj-oZag1 zT4Cp+Id&kE>Q^wR;F0!zB;wrW8h4vl?hJPW!Lx^ zXqqWGiRZZ#2|>;EH|G==+t>vE7&$6tW&~}X)w%Bwtbtfz7gd>^?7R?iV?c4nYFnO( zEz@h^Faq1qO4c8ps#3EF{?5iKyM9l4_uJu{^P&IPat8AdSK+q4+ZUPR`7LfPm*M@K z?|lBf3Zf*<`XtAEuOfzAgDgeT(kJiFGiKQ^J1N=uUd675=nMm%MVsASs&O-Ty^;dK1fPhA z9t4NOG5OWmvXc9WVbMa3Z>6dEZ=j8QY6owZN|)KlG77TKOeUT?`jm!+&Ra>t;E1dM zK48%XwTYya6;~G|k{Ks!EjLp|HJCnnVW_z{(WDz9B8fF4=#MkMaO^Y~(WhO;q;Aqf zx}6g0_W=Bp>pA^u))Zi_#XbMyQa4~iwz*?_wwH>{M-s(uP*O!QE-GHJg0zE?bqmF_pc?mb@;7xVOjU7+GoGbsJH4L(Hg)p zoouaea|bACr?F~N4T~%co0!up;Jm6-;|7i2)t!E{T8zC%*&%Hv_Xp)_UC(Fde#p@A zP^$NTeosr)-d8$BNoUIXxhJj`^%ObAJ))4X?M{_l25KCM06whU{js zcFQxi&xnM19kro?sGPnhYYGR%^^2fO-?~JQpFhHqFBzbYv>?EkqU8blLIWcm=VVd) zr$HNmpW|CvS}v3Nk3{5N>6M1$fyJ#Z{kLS#m7)B>m90psl6uF8rVww4m*-a}Ol@?Rl$6}4gkcHT-7$yPU5g52X%J39 z$J?%D1{vD;&z=-JoYM>0WHK^&#I=n8S@V1EX{!(n&Bb(4N*9Bl{KI3Vp_&3ehF^VT zrFkMgSfa>W&tll0Aibz6(zH@gsGYX~Fd{vGLg+YBWKNm-g}vOQ>Q)5W0r!$s6Hqn2 zpOzI+rC3Sb*eSDxlo6Mh<6AlYkEwSI@KpX=66~=2!$RT_022Dut(Ubj0FVa*d0j(v zoTIpQXnj`Y$>mhQS3Hk1`oKDVK(Uv+AdYR-U;mdLOFdfA&M?O<*n`Vm0Ot#KuqZ8y z9v%muE!_)t7K!xGo4PBMm#6A*zNEN`l$C$iNv%DrwuK3mF0|&A?lay9+5-ABkOV+| z9iNw3t;j$$u?l-PYB^S(?Fs*T$#HjpCzja*yp+M@W zA#<`Yh^oE8#KsHOHTCrtC4d8IbmbAi?y8E6X3Zqp1mw$oYd*f2z7d4)m7pTIHa=`c zOCM5QvCYlR;qcHd`(!n6byDHKb|(Nx7Bk58o$AU>y$1k&s8dS~&`&0nd2Y^i$xn3P z6?Sg2O1LJ-ZS{(6t`wH0^yF$MUj^LU*%yUqW8+@{bQ-(&WzSn@zu9fHsaLxW3!oJ4 z6WCeLRQ31+ME8XYZ`5^d>=pe2knu6oD!@(n2=NR3zq)&%qH^NR2L5L+kGgEY(q(S- zy)GHxF;(k1II+M4CCO2DxwU1JZeJdbwSfoVUcb}J4Bi{|v|%lbbYZ-0T)@&#ln!ie z&jH~sL!Kq5*@rd&dLzwJSdaZBY>ztunWDNLN+8Ug4QpFG3nin#R$%rqxZ5sCu7a*{Vh>@|~q*a?^ zltq*8e#G>RRMHNCu|7fD{pCgC9Q7QuyblmJ5`E4dYEHQBu;;2B=OCd#{_-KNxiJ}_|> z)>nECy|dRsHh8yiGd4~sg?b*~qW()M#xUnkQ5TPmDS#kzT?a{e6=p5=DA|BO zO%Gc#7}~B3Tv|tb!p9#$74bG~*qPU%$wZScKW%6->L`EpQ57^l0n2wsK!`OIEpP_) zd+?CueKd)45Co-iloA6^LqlKx&%U2U6nn_TJ-47kh_mY@rwtFz_F&X*1E7WYL6Q1) zt(9Lx>*JFG1+KS_rS-3n_Kn?>Si4++J*04ni{TDyHoOD415pT8d_Qkp1hsiesD;dKJ8DOpTK{Yb&=suV9+#oOlUAhzvFs)_33eJEm`g|S?+}w zdug`;e7hFUdKvrTCG6Hc{)!VP&s30wFD$ta&NZy(VK7JwnaceG|9MSHKP0E4j)WRA z7o#hs-fG%0MD_-fX=ns68mhO9DQ~J{e#;QJaNZs!^f-s>K9~U-joZ4aCCYYB{|n}F B@k9Us delta 40638 zcmcG$XFyY3*DZ>oAS$3DB1o}Nq<4^xBGN(Wy-4pRbO;+oL203fjz|FM(mSXKNQcl% zh}00OKtdp)-0=8(-?``fde1rc?mqM`!cZI=q zlbh@r^YN66nFd&dgH*(46I zPtO;&ztukH0gp6 z09GM4E)#q(Ed<7UPqzes__ugTET4E%VW>z*1avQlJq{cGL!oBmqOg!fSQxD^U4Vh2}Pcr;`ZVp!Oz={SNNlbP)kop zIUhfM9H)}V-t*;EUXv;A$2I<66(Lw|Q0$w0NLcolpPP-{%t8H^HVZSoA{hhMa)suy zg0>rleAaaXc01`-h&`cSLtG%aE~Kk|kz`nbzZH`ZyuxiEXq6ZK*uVl@OTk$SsKSe3 zrnOGV(zrR$-ZxU}R1hUE!cDxJVG5!J;73<4T{k$x0cZAua@Zm*70Kb^9<7kQ#Jvud z)8RQ>9z-_qlOF|%z=xND6eRN0F4I+t3lUR6117H1+37j6SB43<{drp>{k+w>agg$*2 zNi@m8-`PRi@m*ancKxOInvo}b3m&6}M@L6?nq?kO=2n_ogK)hpXNOArPX`#Nia@nl z!FxRgSF0Nuo}hg<*4LNo+fT~UK<>D0L;@7bp~M^jGX)KZ3fT{4CIPEYMqgrkIC7Gx z<&IyjZ)^Sw2!XoL5y}|@>@u`hE-jBJv53x^w}-Tfh=?fr`qmZkj0ar6h8=Rq z?tXl?u`YPnXL0&E{n_SR;+KQ4^5tIWC2~(QjI}&aZE`A7Z8#eEqJ4IBTBuSfWK3WCyNu8Z~<5 zkByC`5(Oi1Vm?RlCFGo9 z3eB?HhotwTTaH#U*uPekmfmhh^5^I0du>*Brx!5e?=t?Hd!L0f>d2g07ea8zbO!$U zPCj65Hy~3q=_js!a1VJHo)-RKq*CQMWS7Zr?t!AB;;O7v*2lBxiOD9}3e41cOW+xy z{p?<=CTS5McY@a1JD7FPKo!dtihN>_@PhT{$XUo9R6^3o9-c_By>E-)F>4xor${*1 z5*|`Skjumxn0mes;AIQcG?X+riD8zJ-1Y$p?1)zmy#i|@fwL34d$V<}!Ve}NL@++I zI9{a7t5~w}rm_S_Bf&Vc{h5hwO~{c|1e0Aj{RXi0rFpxluZ4UKswoM02;tj&=RCVr zKp;?kMb2~PkV7j_`Did}5S0-|@Mso!${t0>pTZ>N``p3;-vs9ZBXEN|OnBx`5QuF3 zWSI$vhK9!K3GTzASOG|3n;3Nxa}d+zPqX9QYB?PE(?E1SblcDD1gD;}6llR5upDm% z$knrx-1oUe^b#;-xf&A|eL4IHq)Sg_TMI>vU{H6+&kvC|NJ~pw4eki1T!pdBdH>1? zkNJ2}bjz-kWh$BKrn{q~U~U?fa64{3s2M?*MY^wMf!CfhwP3iVYhaK;9TSKj0#2># zMiUoM_&0~eCFMdJ-EIbQEgP;*{`vQx>VLM>misgB(Lp)V_yp_gbC~1nIX>Ecise5d z`Zh!&1344jYKFTQ%c8K5P}3!{K$n^~3Y&s`0|Uv4n&c0FH{t%3gc{GK7a$V`!@&%3 zEqvsBIPFXHE<8@ZkY}n5+$`ZJu(zLcHs`%8W5~ec{5AJY95aa08uP^0{6*L;N(O8y z(L~SG8PuJ=R#ea>tA6<`a+g4KGq2z7Oj-ble(KZ@vPziRqKW`Y23~yA;SajD8{pWD z({+#rsVX4j=wAQ@Z#i2ep5D6m1>Lr$0*Tp<%4PMj1zSFiN*04UuhKe_}vJ*4PFG#DN@2D`apAp9#V_vXRi#Hyf%xTm2E~Z43 z!)J#li`&T0XP5#BB!`zaX$8t*`rhk0I+OuJOvx^@cVrI45#EUbZQQLx_|t-&06ZSf zZ*A9~YW2e`s!bLXMJ2H!5XH_bT#KJ80f^p4Ajewl8lL;K^{WZFDB(||^M-+c~ zU~i>wU@5M*op$DiCW|{|IR!B~-wF33C5d}j)<4?I;v>NH1{;=7tLkJMt3SL(p15^I z0083<_FSo$utqnflEs>b>T($4r^dyYj;4^cv0>$~i)Ft@x5~|1XM$f&tha&&B?|ij zn+C<(k2F9owRn{hIv*wkzpK~hWJQK&YbV>%mtM;GJ1du3y%l4ua?=^AO;9O`s!?6v zZr<7UMT#bkbwBGMX*H9%qo10q_X+Qh1_Vc`k;v17`hg*1*Mj=Iagd~6dU?(VvBu#g zCs&2Z(L_C!LY8$YgR}f+ERVR8#;jp)BHRpeuGJ%aGbE^t6{ifkAS~`bu2N=*rj9RF z;Pg7E!RjKRqo~jN+RQwZhFA$0?Q7K`EN&{1_J@;0MRo|@alb|7xq=R5a7}_bz&)g$ zYc==w^0odUytK-Tde`>?m55^Z#+5rDbrI7^>pI^p<9&ZL$c*SyM2%giax|s3MD`is zs86yxqMs(awJl2UvakzT+kT}x;GLk6-)iWpN=TT`Spu=yNj6CD)`8?^izrW88bP*B9o`qi37-Lrix)^N-(4V) zSKV$SZ2y6&B=$QJqaAthm|NSCU3E+cwVZT|{ZKaF3SZHG)Q$l!QLn+5P zf;sSu(Tg1MJ76Xwh@!2nZA1G{*={T<`^%Rv0y`J*EyzZYJ#-_nwHvcah`}oi%Agf2kNGbe4B!Yyl5 ztn>|IMBcczzAbd{<7C>P(OnZPZ6DsO#KGIVW6=9?fj$#^-oBi1JtE+7sUqsj*t%TV zHe9t>7dh>B)3H5#) z$5R$AbE6d-lGiOXGM9m$ahfRZd0z1#>-1^K*IKSRj*f6G8LTb{>0|u%d2;0hV|-vU zVt_N_gPu$&At{=fG)qex{c>BkaCEp>F`tmV*@|h}C>KUe2;gX96#bieWUZDu13u8ToZz94a5D1Q} zM8WA(hfld3*L}*LxHjZ!Yl8D-#AfzjQQ|S(m@*d^0@EX0+zWbZ^7Iuy=+d zYgTaD)Q5p&ZFllWiV#VKIPI1@wfdn1cJcPNL%q;KFyY!hzsVcK6)C*%S^Elzsh}Bo z(3K+#y)wBSzM`z7-!vk4{IdDS8M;c}fLv}AZlE{JI_`sA9bOiGFQanb?vXBU)d-V1 zsZ!8lm~*zY9dPvj3bAr;LwbvEP6twUhIqofQ!C;89)WOE)xwBj6oiUp64h%jyPvk^ zgTEZ1Y2{3iQwp3+@RwntlC#@596%Y*Ep)$d>J+5@)@IQ%GmqFSY%)9f z;qv1h1qE~j)zsE?KxerTg08~*n{;0!Avr%`YTq_tD`I)ud~Ggaq>DafyLkF_#i&oI zCEU2Zc~*0RQ(Ek+n&_3$;#^%v`GS3Zrw$rdH%p(@al+??P_pE#4nV2I=|xz#E*G!V z4x~J9z`gY9ll%wo^ev592C<}H$pjdQ%Gx@Vg9>hEFqO^(DLW#O&7HCF}DBX}|0zJB`BzFF0NPt#3R1 z=8~FfPB(+Pv4&eI>OCOKJ^_-gL&qqh%*LJUC_%OHiP;!K$Iee=X$)S>4r~W+hPxHH z1FTDK`vBf7rK?(a+1#Ns(tzv4aKdi%6^U^E6(}bWH(4fo2Yx8h^w8U#V&Ws~ zpGhg$$rEVr7s;I+4SB&;IIwtEhd-ZVw7eUd#H@zbSx#=0c5q=~<8}zoRPT!)m4h?rnDg0WVh65}YrmwvIGLX9l?xCKs z?7hug(c9ar9^qe>J{F5MHY@0WU`@4*T}!PD{gTI8(L}c$L%}Bc7{00#D2-90q)g?N zWHl_YqFxrg=j)@<8M*N|SnToOI=nsqG1^G4xa*BX(+ic-Z1}4{Gv#lT|P0h#GvNRbDqulte9mzod4DQfz#6AY)*ELQ+dCy1Civ zl+M)S4Ka?&eWa3$%}V*iZv@F51f?kl1T?zL*72h8`XACZEAM{6-Rrxl#CQ|T%={}T zRNolFA~&x)wN7ZIbz)H-y%$AxG!X>zfmE+pXIpH4Q<2ZpXkRs(2hadk5?R4(n3<@h`7nX z(2NM{E5!u;>@}a_eQCRiCWZ#Kt6ARd#F4ha2-cTHC6h482IgpAWOK>7iVeVWT9yl` z1fHgdISo^vO?=%v(TnQbP7IgSfAV?%z^5P=f$&4}lJ^xKsIR1A=_oIiQ6IFQY`N2r z-ISz$?Kh;g)lh2gzwrLu0^AxRlj037sf-GD_&70cov&~dlp$(iU!^+u9Fi5@*9YYn zAL1`T5B&T{L+vEz4bBSrCaI~9TXh^Q0NAeg;BYOmW%KHHFb85Ag6f!=SLgYJDn!w* zBZ07YVh5Z%0I(LLxSMJ3&c{0& z$gAK1V}(Jf>ew)SZl^!#S6zSFfj{QzP_llGnbA&z7+OS3K!asmr7x4*Z3E7c$2F__ zyTly2|GEj{t5q0%T@eDPcSA6ky@+UVvQ42H8C!r&cvwe~rO!w|mHS{pOo2VK)I~kU z?D+6j7Tnwwtp_s=KDDn$ugZG6HQVQa#U!=z1_?MKGSW8dR!C>=pL--oq@oaKi# zq>@=KOJQeFYA5NGswbIj%;F3`nMdovaARY)2|Hmju_j4mRxB0oHt&S>m+y6L zN=5_LHN_f0j+W%R#^&vj3G3YPcRlG#m=(gnsROxV7C{&7tdEk4Df5~{HB#;F95dfj zBc=s7Ja%I;gFlU`2Cdg@BO{#nzYNW<7t?)NWk9P8~j1KnioMZSzpwzQpMv2?SI zbH!`zCkL|{Ag&G15&mzO(+%rl@7_?|LZM;)Bn%bS<^3Og2ou5FbEg%To_OQ#Z9WAe z+FEdYvIB@SeerR~(7%ILk^AO!r6AYTrSLT+KM{iXys^>ZCwaCgI%#U1sD0OpX`;T( zR<^-Oprk|I2h6m6*F?~}i{Acc*?B6QkvM#pjvwNtL_E-b{ro1CEDrDQ+?f{sVZC5(--8v}cqunh@US7P!>O1wiaa>;krl?cz#GhGNvbfJHE;Up14PX`cF zZY|@Z;%+?!J(;?5I5jQmCC&_4jcFX4+z~IDR|0FU6Kb)Hll&r>Itmx;Nv_u4?g>~-oQHM zG6{*{`L=pO!f?2D!>~+#gxZARi=Lid8ufQ$+k%d<8m{N43^frOjfg}i(k!{tT}T1w z>maJ&K>^j!ICVaLp%V0nE{bY@R9=~s6A`X|-%+4QVH*=xF3MpD2;tvoM+71>(eNdj;@HmwS38!!Q-3pVF z)T0bZ4z;P}Krd&ZcTq9C4=a1TZqP2I_Z**VCilTvG*w>>E$zhcj**A*Tg|PP&63VO znS+G|ghH!K{gHK`a)&Qzof~=BCEo8z7|l7gDOM2uIlh#CAyR*69R!m)2NMSb$70tc zwLXWF8^15kg~^^W+~LUU){78!zTsL{0@^`)lg_9sLiF56f9s*}qunN?_rL>2-z}?( zF4gqawz1b1?^~wNvtBK$8LerfHmuJZ!am0Yd|7CgRRTnlW~%KW6mi}bHG3~}^&*dF^22Tnvnc$2-yt&(3$ub_QcBU9m%bC;pKrjw=_714T$zJY^lo~A^K!= zvLdANQ+*k9BdCmQnotrt#;;Rqxo3%D*TXZ8O=jtjIQckjGXBVdjsglISH?(;G8Wc6 z99^{mScNbp8e2PmWaxawS%d$R84{~Te^UP($${y+Co>_F|DZ}UDtAZ+44EK~OQmd{ zh&0Q&#YTm^nq;C>!(L;hEGM3f#+Y|VNh}Ym-s_~vFcMiFg;@QYPJdue8_0yw%A_XT z&qujx!?G-Hp%ue4C9r)UP`&I0fU`!lpMOt2*|83`<0f@o(X0xsyUI-5|iQGlHp8MV}mklg_7TNb3<a*xqLCuXxFeQuSj$G}YhsE@H z%bJ$#PJ86<$F8@e&U{#dtMN1a!;CyT2VP0;iq&vNh+Q4A)1Glq$bgy>V<2g($=!!F zMai;2&COvV6SO?zTp5Qa>kBzZ*c6L@-e!qA$)h)};2Q3-GvHV>~Wdnt}*IsCNz84XT>zgPu zS%D>LCeUa;c`D{Ib-#YjE6QcA!Lxm1XRcAltzm&I-~>BqySLoqMPy6WtgLb=BzKxN z_$b~#I|01p{x%uvEyBvpPWmQv&JPJ*^le^=mD-N0suBVE4)*R?j&Ln53hL-Y5LKKVW$ej0B4mDoTor)stbgs>LID zN*TFRCUq`?g*L&mIl+eu5eYd!4u4^mukoA@)YR+al#5sZkx#*6WdHVw1nr_smPo|d z1W};XezaGXPgGIkod>soOrcb74X1K6e?CPFO5ODA-RnYpNS&m3cfPeH2$>2<@ zA?Q0E>y@JtlGqSGsu01NKmYGN5g4UepDOmJ>PnV#dfHIwXBi+ zXVgHPi%gOHeM>%My}Jdp=d@N(qcl96?1;!zTZZ4aAfA>^yos*r{0hYgvqpF|oANc{ z*GpE)o3|4(+?rJG@EBV1O}-SmeYJe~B~%YW_bCI{$R%Z+!Y2fBx@d8EW$^;}RKk zwJx-jw<57XzuhLlOvqY2+a}Q8@t?<$VA$YvuzWG#C9_GD26M1aA`epgQ7+)|BrpqM zm#DyT=U1U-HV@qZ3qLbd0p5v#0FQCfja>MkBMaGhcp!Cqn_~IdsMH7&iAM(r`99ar z*?ja*%XgWtu*dtRxD_XCoF3M>lsYK;w}vP6i5X;!vSgca;7omL7zG=@AaQ@ApydJ|?=#E3yEVtYAb&rwbpU-Ex3;^; zBxlr;SfFyyvh*`PUg8ts`gQwDiONI+@j3L>QcwY+$_qh{W&LK;IEN$}|HPE-{aNHK zsMG{kYYEM1a`x_~u1ZE|aV78rHsMoSb!&TV@-I)1X6^*6XE9aPwdgY#A16T3VpeM? z%^WTcCLtj=f_wS&BbN64Az2({20YRh2vKQ;=H6w94RP+}2p*bQdvVr{#N%h1N3kiwLxPF_SlSRmjb!3Rf z57#mk=xAJ(>nuB{IA|+idLJUEx?Rbk0-SQP+#E{XW%U09y{Z0?*C8)MH^SXdyp*uZ zHoFX`;n?z<&XH?W4LLZB@Ps-Je<>^rVpy5Zms(jDF8nyjM1d>5H?zE#!z+|)R$3e` z7O)UzwhDW?s*&?V1noM%`^#(eS9eu@)ho9U%cALn^gZLF9fDNeBwF_PPy7me5xDjX zOUInxondf>rwnimP{iPv2_55KvUS`AsF zmL_;+wnd%J_Q_%;rz`dOfVF9zT;p4>opJd@WsgRFWM+9nDd=NH$+@p7srJHjkG?WU z*q*K)jsS<2ZA*j-7X=Q`0w z`R&j_;uDS!-N)*7TyNJ4@3nqQXR2i+DRfHXct3PRH?#vt`Ny&qi%qMs)A?L;AoG+ug zA_LPT#N-yl+QB0a_R?s&mEGLRgOBFYyyoi9thofn!=l7`3bnG}Tb{$kzas9q#-4`E zu0-_NYh^H;fagBA=$JWe<3Jlt*WJm9BMc>dh3it&KAHrOAKp>9NLJWfBpfIo$snQd zp($94~Y50RSSyL+{7CdO zo)k{oMz2lGO(C$ix%af6*k+UoZd4ACLHo+hWlP^}{WG;Ya`dqKj(w*Y-90-^o`Klr z^73gY=70~#mV0`J7L`NUG%QDV^e!(<)~6y3+$)5~Q_2rQMU6Ug<-aaXAu+i8)uaz( z*%^M~sn-AK{K$*9W1#tarxq;1$u>f{ak}$B#ZkP+ttU^;d!254(%RA*8|&J0yj;D% z+}FO}Bej83(a7U3f2hqQSN;4HkEK!nW;hF^O5fd7KQk+H!}P3O`o8?-ZEUeR^pPyj zSb^xBLYdR1?KXLyUaYc-TK5T4{H)+}(~kLY{r1~-e%C2?O6vr*&CgR@| ztQlcsa9T^PprZD~#jRUU47tBy65KR@v+-Jz8M-`2OyVysrM;4Qm&EFXx#z&lID%`?pOjbZobZJ*8J2+&5*DM zpdcEz6E;fEP}1iDAFbTGQl)7=1K2JPH`fWFM|O98g-YrsfAtF<*-ENm_)Mvy;BJywzb|(9Id4 z$s>>)Mee-)?(K^`d%XYmfy)+7l>)#510e_PJ2tuEB&o6q96~a6?FED{*k3xZSdDdKKelBh`Q($*Wn4BHg)s76BAdeKn48);=5^YzWAaf>`2yI?B#c> zru)PQeK^*W7{r#^vbfyC$zRfuof8}s^kbvNEyC2Nt7dHnXAUY2Uf)(Mh}6C&Wnt7f zn@N@~wjQt!n3W}Leo4~h=;ur3)>7FroC`d%(r&BZWN2A$$p}0T@uBnDggs%fT!oF$ z!q>63z33$KqkQJlTPeleEJ^EUr)od#glR+4K(RM6M%mt^gA3BjJkcfzC-ars2P^k% z1V+I_sUaVZB*w-p4_Xg83kOai?JLZl%hylI3M&CzuJBI7$CEZW^gGL2jtifUmR4|Q zX59C<8L0g4>GXN6Snul)$Tpiwf9%Y{rexI&0LsWQl8M%rFYI$!lhsaj{5vm0}9pEr8E+Cl%DoY5C3h zp9=s*)x8$45l@p)s4S81^ja3aG2eXo+v727GqByNkgngxFUo&rFCRg{vIdqvdq7;yKMjm~ z`z4V0s1QumVVF$L72=LVg2qSeq>6?g^vE!!ls_&_2kO5~LL0C!GuDrr2 z_uW(6Bb}83HPpueJGCbM9BHf15^Q-J<{p?QpufvGc6gd`%WcD9OyULxIJgJpi*H%d zn%${tYi-te>^RgLFE|Od$UJ&)mNK$1+qkb4zxjyHd+x!8DBRj_za&><6`<~!SbaLyGG(?h?&)()HU*p+RbZ5MHYL- zhg`iHo#o9gnYS|!ZtiEId8Xzb>uE`|Qtt4_zXT;VsJ>A7PEYrtq~SSP7^(C4wd+rn z)cF#S!DvGop@Vm`fTQ>Z8h`F6Lcizx><7}T5?-Bk^*#LlX*tW^?#D}^6vX(*an0h{ zc1kNXf+IJ@u15~-(j#@MySp>{sCkFbxCzFb@@;Gf{Ki$`;@g#{b`o0>hY~g)#R^*K zckb+{`kQ<&crkstbPu-P1AIU%2@;?n48j z!+H6?qxadY*VP@3Ph(xqcI!1hL6t}M{PK_KE-%q?jpR#nXT%jeqgP(JDd0;|(>bRda^F3}<_waUIHt4i=H$Fj|a4R)I0 z)hv&2fC6%F-i)VtrLnsSD@BRu}5`jhgWmef$cMH4FbEHRxf zJK=k1B=O7xf-rLDx%DS)oMB>Jru1^)e_VmGB-W(!gd+5NQLT>Nyd{#lEK(;;7*)`+ zg|DYmSqgIh;J4>Zzdyk80kI+mrON_}T-ujRwD;#|62Mb}?8`a~4&$u{Ee$VXQ#{2_ zL?nN;N3!vL&xnxBtLEY$;Yu{oCPs>c`h=s z(0?o%imGEWVMV3V*e;JxD%K|gGmR=ax2WniMD&uQLLZzSw1^(+91R|iZZDlvYo zrWKPbSJ=)StEC6rs-i7x)<)n@vb!*$TJC!j18AE|8LXR4h16$wVU!DlcL}{mf#;4* zajShyef4Lh9eLKMR&N_SwUI`aohB_xEc^1lX7)`w)pQ>rA&pN(79$zLUmZ55h+|DZ4XnbT}qkBSFD3=;%js!9SIIy)NGq1xxHb<&;>ggs3n3e&L zZuwKQ65$dV$_LarKab_N9{^=!!2NdByD4><7)hOL0HMMc`_?vm!RF<{y z;fhvMgS70H!RZ@9nS8+4oA;u>O)51Y*o0npr5P0YF(uYokqG` zVi2W`tN8&(Qj7dZF4r>GTTbmU@cI5vCMs)9d(fu?4F?>A1VVxRosEIdG%2I1Rq;)xX(OW!E#{?#5- zShTFpKE)6aeUXwfehani(|n@4LpXi19IHrf=1+!)Ht`@Eqqht;}SsI%9; zYwekm)ahE^2>w+S>x3~P*d|Q<3c!e!5=QPE$=uj%V7X&IeQB2&R3&n}fFnoHQcrl$2=r&z1q>@$0>zea_|7PaY~9BC4sNE&TJtTOsRv z4@_Xj;}$tK1if*YrX51!mJicQfgZ-cu%hMgwfE29aQH(avI)1;3$wMMO!v@^;GJ!a zKVs}iXfW0efXJ%++>V=I<5&5T>)YPZkqqj;q{E3u-lEufeI#BU%Oe~Zj1dA*YZUPt zVr42#!90@Z^|589@lR1T$XiJlN1=%_eSY?s`&N3Zea+BB5uU0g9k zSxDav%mkGmMqVo6%0HN_SN&Qb^Nq>o;)=<@$xeTJfa{z!`Y}DPnEMNxqXU$pAEwcP zpDX$0fGmanjs`kF;Ko1IYQ*!=w@;%)V7}RRD}hLk^c3rr*bw!yRe@M1;*Y3J#61dQ z7pjN`>x+$VmYId;HzBHG(Iyg+YHa(_5S50ar|ThS))bp%YgN(V0cAVw4=AaRXO6dJ z@HU`%3`TD0Si#|?Er36-Ph4DO{~84FYm^DnZ1bm*8+;cw zFvJ^ujfVG4{Q3 zX=Ju#|BmutvPJSstZdN<*7a8D%%d=khJ2NDNg4JwQI-$DNyOq^LDfu}!i+vllT@I%lws`LiRK~ zS%ii}q#R97>nMtaG-VBlaxR9YhQj_^JIABydIfwtBU@{`=BIT}y48~`-wKEj5=zwL zrj9qCIhxcxH>D~3$jd#ssbo3nOQG)qJ+3(W)^C&=Sz65}NSMXUJ=^Vrv2MmfD_<3agbVfFo>2L!nDVw0nN*2%8&mxg7w-7+() zSfWmvp|~R1az&HE1^HMa=d}3AOa{Ux8~@4?Fxf4yX*~N_ngKJa5wR|5A`P;S0MO!-CORvsv(o=Y~9oT=$3G1JyKHZdMiAzmET*O zj^PDNjG-+q6O)O9g40!NK>KRQlr;Tfwxmf_n@5_6O!G^8Bw2N1PP6&?*&c{SbM<71 zcQM*gdKp?tvoXi)(B>4yObo#cgf#!F{wDo7QU!m6yW#&5`GLqfSTkaCzqpk{X187KlH7{N0++n`ag;>IpFBqxLrSLCHd0* zbQMK2I67(J!dwBUZh(j(loU>CI`ESp;w z4+8VY>7w1l+Z~=)FuDQ)HsQfin_@k3*hktp{53n~&Jg=*6(Wi*D7SvP7IHzE^82|G zgM`G9S)T0T1q!mTMQq@Jt?^OA>&~knqlW{$yznsw^i@;jCN$oEuR-S*Wq!%a5luhSn*pC#`FwNH<~PVW_JcybruH6`Sz32OHA5{y-7W~ z>0@~C^2U`HT(mNL5jKOVkMeVlB8e!gJCdwWEF&r8fP3{IX})cnJoLXi9XHym#O*)E zH$|*68QJLV>&vgKtn8Cy;90-1nch{mX3J)~g!iHPbqb%mBhb;9Mb*5_1Qa)x63-Xg zKt``hGvZxBK)0fsQio|Pm_+7ZDap6{ItB(Dl$69`zWY9IzYN*f@^9TSfn61Pr1Q+m zWbPQkpuEl)pGDdI5)Pj#R%kL?{HpXr#bD&hH2AEwRT2doh{00LHhDS(Kuvc*jXk=1aM5C*DP~#a)K2XbGb1Uj&iy|CNDv1HOdw}p3A~fv?C7p$`Tc?|IoK2y8kp#sEV~hUUD@QVX zCeoShY#9VQNVbQamMPwHbJjTeIxTJ9lLb^6A%*RNFy>XSsZ| zae=bLVrgPkv0YkSotW_R+0V2P$>o`=%qFA{Lq7KFtqt^waxmVdqy)eDWE1G^P(Sc4 zGT$IX1&HK7iWcEBdsvn+skTw4vB-_&T1e$v5i3-iBW@GFW1C&gboObbembQWc9=jW z$qGchqcfZwUz#H=G(lHaJF~%1fohSKdB-yo*!>rSb0&h|}vN#pl@@6`eE1qNq zv+k%dFi(gR)K_5HBA>?M1a}Tc`&HhD0Z%Dv#WFnLtKN}_49>bs$wl}>$7EPG35I$8 z@;~8!jg^rqFbL!(L^7|Ns_}vsbTuhX3WeTU8$>UxP*q5Rt#~% z+%LT)HWz)T2O4R4oUfpN^{O;v%hsJ*DhHp&Nstc{{&hu;eOK@JoB}VPeYSihWo5|& z8R8imw;UZ@#Ks}UigdpIw#%uzBUgVd%wYq+jCzb*y}Kor@q|%KN73=LT5+}Ty4sX< z`FBghXXK+i6clRkBgLU(eaZUrP6G7T-~U{Q zd>5_1L~kF2&C`D>Y32sX3Qy>@tB&ehVg3ySk&|>F4Wyow+69sbE|bl(?24~zeW~T<+;>V&OPn2=o!R%w@yXFTB&}MLdX8q1qza|54@Q!VgT}~+qs~J*jBoG z`#-`3lNSHVBl3+26L(QFcvD^?J%Exz3Zf#Id{fi3V3n1x<^wl)9o^hghQQk(uR#eE zqqj$~-B30!`gx8vQQtyT#`MYI6&N9G0>Qg@GLq~1##;^U$hL;7%9QtcXDEZs^`bUVK%pUbC8CqrDKQRV{lk(3%{{wu3p$$3Oq=*dUY;m{ zm)+NxJ}(3(I=a=p>LFQ^bCnTsI#UnYb$wO8jCkbzugce zidks6^_BJXk~4{gjUzzI*xE>*26kDEzm=6JCPMov*Ha<%jd|(SQ1?e%-H>fE@b@w9 z;PZ$4{*(-bW{`<6Ja?*8;n@n7`D_DATYA;ZhN8Xwk!mYSS1wTFRiy7P;?(d13PP!- z)pjuwIl}gu&<%_bCA&}B_FEN7!Ethy;QPeF`zZ4^Vln@8tuwSgy>sp#?LpjCCMPB- zjPX$IFYEQOq7hr~CXUv*&jYqK7vYy6%n*?}eBLDOZK&7p3->9n_gH!nD>zqMYHBv* z^dBk3Mw_sw2@gpVxBt=aFn~I}@xEy0n46nqH%#o?`CArr=5sbG+GQ73P}xD{(@HrN z)~Qb=hgEf$d~`MDFi zfqX@Q>3bqP$GZ@~<@C+TJg&{Y$=}&vo2VXtaZ1#@_SU)1E?=`ae5N|vM4XUY=H*8Ag_<+)+Mf)&9>PB;bO9+oWGw$+#Z z&0G`$4CrXyp`>Swy*+RiWG6M092rHY+;w?&uv9P%YPD+84t{;5PQ0LqmY&Pw)&hDf zK>EZe>EF!EOkh9wR5E3f89>R`izh}n=^|TLKHsNuiFCoEV@JZI@x*D-#n1#HKZ~F2 zpTNHt0hoLl6xwq%7to*6|FWM-;?8sz3&&v|1giC>S;$p9_>UGToCfi;w}(aIv#1 zYA?c|0@&N22s5$QuN+qiSsai+5d@>Nx0f*V0#!Ib!WR)I_7>7+ zrT8hvW--SL8a&is3r${`OhISemmA!#g{1uLT$m1M zFdX%|*;LO)k?JiS-%LIPM19vQDER6ev(9)lM{&gkv}76C!H#G$4s17wm0ehP{_hT~ z34mBNLYgjcaFr@$cu5`P~pu&n^$jMkAx6g=0WHr$2O^N2;5?Ckgwf0)QK-{2#}3 zgv{SYVt-W8fxg=R(Hs&bbsve4Ce2_CoGCMkz#uQr);HjO3N!x@=J`lCF&9BNP`Gm%8~0uix-~`uM$2q7Y?OSHd59 z&<86F5nMEP>EE~042?$r;m+k)r+I+ryQ;EAilgG3UV0SDw)wD;ZF|URRXwu;Gbv05 znU3uL@FG*5(Ln5PbUDWU{|jIOutvug#`GubE_g%3j73Ar&UkW2N=wKS%kH54`SD+5 z!t`!UJp>Qp+;G&?)I8iD%~g(HnDo1c{=vv_FaD8eqELzL;dd)ejX`%1H69ZFhhl`J zZEQ-pfX7o^Nb5$1SKF+{wXxuFZn%W#usluYC^-MJ>Qy#P_~IY$)alV~(DQ$TYT^Tw z@7wi+5T(Cs2WPO6-(Lnd?YAaKLG`P~7-Yq*L8YE&WQbEd*`r6^)i!t^A1Lei-mc=G zU$RL@@23Br*JL_pXM+Uibuay2T z7~r(}X3O8cv08bvMjnr{;Ktc< zXGH7fQJmgk2_UxCxTj3pmi(R|#?VUGo<+Og>#>{5Q%7ZO*MI!?YHoKsCaUqup+_aD zsZE~2V|K-Oc<~gbHo$ih?nu%Qyk{;z59cBVH|sX=aIZp>!|(grYw(SZwEPh>BO_x? zo~C(|ID${^&U&zdATW^ZG0Lh}A8hKBgjbx&Mp2|{@qdSEh}C@rYpm~>i@>hx2y`!E zD+%VDw^3O+F-ze54=jX`M@d{< zyr+b_MKxwzXKbv<#Gni#NF;%w@)SK~twd$A=RVi~EUeqPGD)I~ViJIu6b6IEcE`uX z!Degh{FF;3)2qv+HsW0~A2Acycf|V11DzpA9^gi_^ZWk|^fb)S1%J0__sIit8*bzK zAR6#4+Y9VALl>=_Hlro6!xB|?zMp=bHyQ?vb9}Ek12AT5jJLb@hXkf5X#DrLVklrD zfI%eTFr5gsB*c96Qzw3e{VdhyvvdOY?MpJf{jU)9E+i?`g0kF-fMWQuc2r$m4OEzj zjd-yu0yxNrdkzfk8pnbsRB^HiOY*l>%4oq|&}RBipzQp|gP`JGgEDe^;5`n{_xG(? zBzdCyPJZ_qs3%Egn;d^;WW?w2YX?=tPaJROCrCV5ZIi{y!4c0S=cC`g|DBf^0zfX? zj@EBp$bi((ow>>L^!ZHS%v2HK$6!4jq6V$^%v+2MSwTxVUHt zYvujaZvE928&hyD!*8#);MDz4APE7enY25L0N6+>Z^1V3)mj#8;j|rjwPc+gG)%Ka zY$z-6=f?sg4S2055(}0S3cRYLAxih5^rVrQY8!A8;K;4xj%Ox_W>O;gt2fymBaS4q z=7pZ7SQz)o2}}9r0`Jsmq1NQTqvFkq`KlaU?kA|7npxuwMk0|Vpb*(}b1fmP9J6=v z7#15mF_++i8xz5Z<-?--85}bA`p+oR$DLGY)xp%*cth?^_Ch)o2UM?M1_tp(U+9R~ z+{^`gRi@04}S%IuM6Feli=;kX=dpx?aU(5bYM(x0&mDi)?ZraM}q@4oe-WFF%Cji z!eR|`S|YH0-nW4%gmzek&iw437Qo-xe27N5MQ~)aW}H;-7_p^VRk37bvpuVBS_us= zDdv3ymcz*Vc6zhkp@1RaCU8a(h`w9uce2Zd?KD3WuiK&s#9zN#dN6VG-OHxAhQJu# z+Y95K?Ov8ctV>5~N7UhmO)Y$FY0I4fWoLJKMs;}xPkFWh!``yg8Tv}g87JNM<;xgL z7?@`0EyW{8{*a{Vq&^678XB-#?g$&)tgx78xb==!oC#Exz&VauO|FzYCvP7D&Jlpu+h(Re zXgP(296D)=cP7WiUOBj0Srz;Cn&*(z;lfvH)6nHsJr4bwCy!*f@q>)OAf}GnS34vn zR5b&8EoDe08T)M85YmvBCkNtX0cs+J!#d;KEj1Oz^mx20ucAfGNuRz31HB)jysEpV zlA0PFNX-E@6O&pu=q=6j5Dp=a#-ge^czC=rNuM-MXvHz0=vK?(uiqQ@ivtNfSYc;@1r|+5h-Pw4qzdR}ft(DowE(m~k8& z94b%L;kxyW4&rZLzC!Q_JqnN@*C^s60?^_1o}ne8OrCpLCTZII?k>32tEkqH%gf6( zYoHo5Sj5b{HAOC6IeuwsgJPgr$4&HLZeP-!P;59P_ziVQN%GM}L895zf(pe@qS{qt z-$q&z=6l#WmP%4@{pzL9&|3m=RyQ&e9W@M9Q42i5#Qo48f+Pj!gXdgto^*lsoAk1> zk$0PxoIqA^^t^0he8p^-^3C+L>#p5)F?!!Q!S}p0L zR;YnsU+1Pb<455y+78(X23;!2_jl5J^>^F(P=NjRf!Q zd)tC-d^f8pYp=mf7~odtL@FPI+9U3Hgwcv(lH1{e(P&p8sEhjq50CX0yZN&x4Qg9o zLFY#pcqI;Ng@3PT694|0;{)Td1Xc1+*}g?<_@a4 zz$Yx!>F~SYs!ZpS=A#WgqQpr-y&==-?LhvtUj01awH$!HqVdS@wIg7p_2E?l(g_U1 zzHRG$p*8wihtPhBRfJF_k&(xx0 zcr}9qnD}^T$MUZ)7zBhbQG?PYSDgX@0=FUj$Y-}Pvc_y@XGaxVw)WQqlR{%#sIZ*8 zB15}HG#J&56`F}!f5F#y>{F%{YtSx_{T9;?T{She7(Kh{|8tOibdiBuwE(L(cP69m z99qp{1Tg6!6=94_Q@k=%{0NxvW-Oj}c+$r5c)&}hj3pg!w0Ar+{a+_3%x#2f3=(ue zJx(+NP44GsLOHYhzCfHR3S@;_?Mj0c=Lev7STWNIAM}@B`cg{(IIC}HZ^}lAdLY3+ zsC(zFgEm=>E+^wOo4{q$vTYxqylwA%I5V4#KD2!-KCluh%LJ>~?Cl^}L!e4Yv|~}= zUi+UR!7n~)CVyiA(-C|uJ%$op1v)35n-iw?*(Rp1LX;`qJQ35>OoBnHuR-GEze6o} ztELJll{3QfZo5?wQ-$VdO2z9pq4;(N2MSnO4v`cN>;ibJZuKmo(x~C}mx$SXKP1|` z5NgKjhN2H6a+UJKQJQgQ#kOza+?WtsCEX|m(+iCg5RFEGD1*9AQ=p3P@^5opZ9BMs z6ou|1;OG#Q#|;AXya@zH^?*6TxXB+X7!RW7$Cw}sGE&FoV%FJscWc|xo;V4y$Ew%Z zX3qdo$#6KFhC0zUyxMecu@&fjRmKij0d1?<0%*UJx*POH)u`744%-oQ+oM{eTq||~ zSmXs44>-FGN8lnMqBn$b`G6jtHFT)?&#F|D*$CDgp4<~Eva3P?0JJCf0i*Wh9=bJ9 zXoPoO>{cyd(a_Pc#3TbbSLj@V7svKcKVxNkvjUJ*7L)8D2auP{c;qC*>0whAPz zR-|6Uvj{yvfmUZduV5!lK=c5dIjCJyTU!ft15caXn8s)rajxG`-LtdbwFbl=7H;c; zgnB_knR4D&QgHvQ&)2g=gv8jK4h>a`w13nd4oQ>%;nqlR+x8(+TUB~^SQx1Yv8yfd z78e?c;=(T()k;3<-uR?Y!CuucOBny>X8qR&jZZogTvEQbCsVTfILi`zH4}zPolnfM zKb~)NXTT16haznPM1OYY=P6%o-hMK{g#`9Ek`#`7L zFp|4Y@~4({}^KKnVVA6UcJ1fpu67A2QzsmXHHI)!aqqmvg>wkPGWb0Hna+M{9 zYkVkn*Wz0hSug&W=R)>rWu`8YF3!>7zx4_|h1`mrAGa!U%Gc`3VE4z$x9Er1){Z?A z%{_l_&(Hy?Lpsd8noAsZH4jSDT)$TI{YV%k5}cZa4^7|!kn`|LZuv&=BQk(ez2QsC zJc(PpPz%q;tuvNZ{{2tIQADpfSb3_J8eXUm8hvt~rCg+WoI|{8G>LSs$M zUWyvcYF{Zq*=}d5ojk|(d%=8^)+$VIIJ9(2Rvk7s1jIMbAClw5w)*%ZmJQ`yaZTsQ z>s`Ck^Dh;xf_Xn22i10YhT=)u>y(NqNhf(W>0mq%3Rjke(GqJkJ_$1;gR5|b%TIlo zC4TgPVx~yNquU(YXpUx)=7rkA0@Y!JrEGe}$B)j@kf`D6!8bZCO#+dbvEu%1jVelm zk_qwPfJ*|yXv=L{j3@!}l-WW*-Rr{EXtvC5S2l#IeWs}7FT=+VDf4uGcO@Af)1Pg# z!Yx_KuI69ld{-oBzvkBY2SCLk-|L{~SYmGpm>}#sq6P(rAVn$u*=Q-g&-P7)vAOxq zAba^8s1ayNN)>VGwgqZV4R`n~#l_)?iLAfsz%t;CUXzf{l7IC0F%K=J^D}W_FLZrA zk(FI3WV#Z~#)VT8$zTbRm~5ITT6TrgDDkji(I%Kl-f4|H>0`)C>3XH~eYU+_XAwMn z{H6GzDs}yaBXzp1c)X3&@l{xPzw6`>(f<7_=!N0-SFNd>PjeR)z73kNeS^=!$&3rf z{yo7LOB|Ji1x_4p8j#5{uT6qyyCy+HU(LLq0xxyr5rhLjE0>-Q@GM(+PVM{BHjv%7 zCF;38#%4wMY@cUQ$CQ?zLOod{Civan=yE$iQt8kCV~ELJJv!@u5!SJN;tkD&IDkZt zOj9?=)#&9Yludr%9=ynFEPBwcAc+O~DA%6i{attVy3Kn!6NtBYN90X zXwt=w(3)RO#$}QZRLO5t^3jqyXDURilcy+MiIkC}jdZmKCZJ>JX^=Ep8Fc%uyaH^_ zqBUS|u8A?sAffG>uU+1{Cegux|GRK2^`{(BnKpe_NNGw3X$u-RRG0VL(Nr3Kdmermd4C7 zr(L4-zr##&tLN`U2;qlNo=33Ph;e7Z{B6HFY*wsN>JB-sTp55Q3t*UY-AYSJQgQao zc(k6yd#2Nzd@ptmXvqyS$fII)+SwClGJRdVKH`rX9`X9jfx76B9Ye8}EL?@^c#oJZ zDkx<(fTC=%9U==-YvDSWTC4XY3>IZFs`Q(EezwX^U>fyzNBQ#>k(G3{r0I4H_2~M! zrL%6rgqiBchGTby zC!I1c|3A)KuGnrOFAeB>BpXqjfj3(-3Kfi<78&4GSAi}96lWag|Du~_< zgem#^cWqRzBZo7pSj*RWJb1KNQ_|_73eJ!^5mT&?YF^%LmPM^gN({5>EKl)}*UmcQ zZKmMva%1aHJzDkeoh)S>I2KuTQ>chdnbL@+fs{TfhFuhhWzZ9Z7C}-1qQ0C|T10g+ zvwfts+npWT%O`VX)VHR77?^sXLro*Yf0mx7UM;uMpG@qKsHsmMkppC$M-xu$%PG)E z*cJo>?ir6AcP%^`$&0Z3rD!T$`0`cIGY9?Ps##4d&cwy1!f`d8(>cA>B17Hq6xmN%Cv73ZeLrHaa+qQv=P4Osiw0LF3kT{I z(lwa44EhLYXlcViTf7D;*+D}WV9PT~>ddXY3}mOEUa|FrZ>lQmd*5Fu32oGdTh#7( zf3MTz0-fFGSM_LrWK(f$oQ6)M`9czNQbEOz0`-PVu#&Rrra``X0+Y^1+euWG8Ckx; z$HAeDZWk{l(mprY`D-#M*DxA>PW~I`M_sWB=CUbPF%HoXlG}N3L4U%&%B}gstgz*< z5EXVP3NiMEtaWRI3Y#T|K+>Vss&`F$H-D zlxzsI$=JJUAn$}QH34;qKqiBlIvH{)!JxjQ&H2D@Dq{)=HNfi2{4lZdZ8ZAMOGJR+ zT5HcLK0?xTI1XrYvz|MH&UW>ajjuJc#Y=5Quk@vV2vSs)9n&rEavS_@{O3N|v;_NT zSg-usg*LMn=CjllTYK4NtOIWs`(DTA%Re+j`q|<C%tY5?^I$15x2D^Ol68USWG4DCzP(9~G8t%^owHT?jQn|~EAZaD7PvmsJ; z#B42Nyp7uO>bX8-JA1h(*GWhFypnp~D|B`gaX>#cy=pOXCH`qu=ZP|X#6W$O(W1k8nrw{YEU!{0s$#C(S0D7tqhikn$= z#LDs>_ySde00xBlEO)6XSxp{}q%qU)DF06MPx;cOd-o+vv3u9c4s5^j(5fw@$Q})a{QR$b2Z(9Q(H=Kg+xk4F0^5+!0Paq>&jOI=`LD|Lcd_Pp^Re61j_Rgxy>H3ZUY_iiis-v8Y6&7U zv=w>pt-3v%NinvaJ~u@b#&2%x_C;%t%3%~BWK7!)m3KNW<8-v@?r~htUgmXgg+RLJ zqc5gT3Ow1bH9Y#>70XnKnjW7*!Obb|qD4!4QeNJlKas0 zj@k7KT-v;g^zJypfkC1NaS-h%pX?`jCi`&l&vn}~9^Xpkn$QLpd==O$@YxuSjA%-% zt@YjxF-$tCmz^`)?0d=0KW>DrEQi2tW(!8Wc%HY9^l!i-UrZf_p1yWfHTClOOiNVW zDY40qp-7KoG)q?zMh!=9r}c-*BEMnmx=CFYx=L?lw43l)VJN<1J`muYqIUbZh@P;191fNETP(^{_xE5r{YCA(|2~$$Q?XDOl0IXH-EjhgiP4G zj}etfm0}hm@!PoC(`4L`n&`Pq{ltD|fa^+33;zbR9E=P(t@o_pCr#NmpeWnMV7XLp z7P<&DX?ag&jmR!qm3}eq2l?IeiVC1C+vR(%^;0_7XeF@hHL;QTxRO%>Mw5I-uie%X zL+C)X2u0O8@nV9b)XY)J{%XxUXao=!UG@ z-hxfw=HF$Rj%;jf;w+1X)6m*t-NduAw)?NUs^!UX_;n{?S&)#6~k~vB4`hmuZJ5>dr>}Dq<*xS2!@3%iN_aB1D93^9cTst^Dr4J8-4ZRgiLdC)(pAek9f;jTrbc2U4vyrV%=7-Ab5#70#q z%aGs}sm{9ec8^ozp)LL-WM1gvvhqHYrwFSu-^AoS>6#F6J!zqZ79CXcZybY8O0#~< zjp^4orr4SB84`;q3#RUSJZ!BKDq8d$^_Mc8mNiJ`DCEoeComE~b+w>M?L z=g1ze^$)HRd}sgNT?5g z|K+Zvng8$$mO?!TR)}{5S!bSwfpZXCr?D}2uG!xthLG3~uItS!v~~6jM_p;As^^lK zel=tIXJY|RyK?G~Vljh7`{TR()P<%RlmdKL@>Zikd>B-P+?Ox20gr8SY$Tf!6*PXi z8d73E&){gcxnbCvhMagWuP1iqG&!t5O{qdC^>GB^aMOm+JMZgebuS+0h)HC2lh1P= zt8*E2>4ZPW<~;j(r+N?RgY4Zu+FyOD8MPV0SJ~}mjFYuvpjG;@8fHVH4|0+bI3zoB zbv)~q2AI!|(#tOPO9h_2ikY4zdL-QR79quhfgmGI z>Birl$UA}ZK^tid6`fM+x7FZYJ~(4>A%21O4XbxgpQYdM^RqU(<;NXKtMd`FGIcbV zCY2`4v&BV9ynSz|$r(AN#rt^Ww!rG)+RX|R5+yfn8~FmG1So))R?+^x6 zY@XS+s*c0;2zig}wgI~fNiyHNAz0IXGG;eSb>S^si8V)piHnR*nIX>6HfFn;K>F-( z23wM;I`7*}if}4PvCZ4xqsiu#Ja~_k06NU$FGFtuAHXR!)zwYQ(`w*f-$s4U1P_wj zuv`U6Q%a4B-qjF$)8mJ_tNdGrsoxYyy|)Ss+w}?YG}KjJy(SX=*dFXnM@SfN7IyYR z{>?^q8CgrBGMbwc4F9rQHEjA;;BZ=k>vz4-gWXA3he8!j=73`k#8bU(3 z#7CI#^QT8ci`RM@#6kR*;W)hX;y0v1{UR6x-wf-vNOvtET*=226u-N4{9YP6)3NGjZbek%_o~t9wZ=e{Eaq2%FOyw< zPX?PaMm-XCB{YP5aS8c%EG62~4|-?_45I{R^)c?pweIx1G?=3(=Bgvy^d@g^%>J(# zHsvR3JrcqnR?Io`VNv0`=I>|e0nygjyp!?{1cE(&g>&k1#WxIFQt#ITvsa1Ze@6y~ zkq&g4VKHOxB7`1wOS+%_?P^^t;ej>&&fY(a7F~i~nzfWzBfAU-CaN8VK@cTXzBr5@ z9XC(yysrmhbB$vg5&59YZ|etpoBBWushyDY^G-)XCI^NDJ|ufBF$uk>`*H3+cwaJBB<7$ zh7Rt3r0GBVy^zX4JZ&i=B&s}^r)g4!V%yQ)e7_gboWPzWHnK*AqniJFQ*E|}O>pGT z`#~2!MEpi-sTWOatz*hXlE1o@AJNE$-IKlpg~dM*QW4DlM*bvt}CZ#ZOB zJ=`2kPW0jN9C8Vb!GHT$T`@kba0cp@LVnE!m>lT)O>K(%%QYwI1M!rvCArnD)p4mf z%RE{_0^{ib@$wGaUs%kWTBu@lJIY6?j-mV5G;H1il5w+ZQ`Eoi>idw2^;{8<|4)LX zKRf)OV0vTp=6AnJqP(1s#R+R<*_so++hHid^{Pc>Ki9hNgX7M;i^GuChAgUe=qOFV zCR(AcL~_c0yhG=)1&&%~yJvXuyv$b3$@}cu3o+PO({yUP;%;)mv{JoDQ%ceI_K?V?$H5UE!>g^c_Q?6=kM|1g$j~^lfF?_@Y2?(VWwisyevDYU|J=%^P zUmO{f>uXhCF88*#ZrXN3LG2o35&kt;gg4fMj#dr*?}*4NlTO8|7or}*q!g=bi|oAA zIrBGXqW)NB;npapN{3HDQCSbi!xn~Gd~*AuqYoF&W%S$ua60M;82X*QIa*iWbT5@lq(8LDW>w->CaKd+#q7R; z(YbcocdEe1%i$F`)FxE3)dzfw+4M|9hFo!huDsvPn_9?o1(x`CTrmw zmAu=zj9czMBMmTeR9lX&})Jw_`Gg@4&ds>oo;S$z{9mj_1CJ>4l z`l8#qV%ed9&=3y7qpM_4dCNFz5kpK=K_VA6nj~8V)#A#jvWheOokDJZe%hH+VeD9H zoExdX(zz#(6_m?4B23@O&2IAh^lF@#y?frNiCRzCLzWrWrjy@pJ`Ro%)JWSpn?8`cupZZz zyDJJ|Vh1qre=*&@WAdwB%zozRsTIsoZ*lg9JgFpgZC{nI8tHwJzUUy+b*d(Sk9lK% zxpt>Cv6w@P#_{n=%d9tKVJ3c}wpuxR)(weG5JzG-xP2*ky8Zh_VeO5|M8Wjw z95?RG&;E8rmz=t%b+C_}ixSe|L;cCvS09C;T(!!Ze=SOO!;~dI8?=qQ-yDWf2XX%JL=Gx~XpT{J_hg?zc!F{gnO@R)>u%l%Z6P&@}@Mj)1i%1)2 z1xcfp4EwS~)!FeLJ3ZYrFYpc56swtEhLj=jWBN)J7%vP$5`c2y*HWJKft70VHb}xq zsh+oXMQT!3o-|7)A%34}?dgem%x>MWjC|P9Pi)4B$yQxw7cHCFus@}WhygUCjzOZ8 z`)X6^I@`yZllsjygfC2kTpCk`=?^`X4%Y|t$9;KmZ?5`*sKpBhu^+Hr_}gA$b2i10 zVq-0TNt`dgqCDTnc*Ut^EDsyBdO_i|COfcBKKp3a+EQT;sr;}jSCjJ7laaWTzCVma&_gk<8cr*q%cMIpD+s}}EhZr|I{<14X1|P0*D;`p+SM~sP zQ+@cP&O|Q7o8sFx|87`oR5*0BFvP46*kQW3B627vX7p*r?*OGsv|kO+fhpz|SdN`( zx@+vt!e057yCHoS4PX0f(#+prE&*6em3a)%zU0MC=J?2*U{2FH0|{2yp6FLE^?EH@ zRY_(nFMEW|GBlK%hXi)gyvX7kvYRNe-eq^Rc7+kk;BoMHIp2FCp!B2Ufnr_flxB|W zFApjDl5J-wOdE174Q$vhwHkF3&&74PTEWP6UB5D9QaRbM9)2S%)Lmu9_Q|6;&R}lm zm|ciI%(aY`TBG#>y2*BOv5L{>+Zp?8zd>G$kMG0gIy(2q z3XWD@N?07Ey$>=a(mJWARV)6Yj}sF09A2I2*mrzhSCVHPP<=fFZ{OwMz3)wz`)e|6 z645IQ zLcdcHzAbctJeJJ4mGXG<#G{kdaxgG$ISR_pmGs$8da`gm5t!D~e=YcXnsfrJgV}xv zTR>XF=HHFQK=reZW%A{4+ynU>4@pHki8Kt#(RiM5xV(Xrb8+KxaatDKTTspTB$o8w zYi&VmKA?WLww|eaFc4nQ%<#kZ`4gYk3>!vcuT(6=PSC;(76MlBG#@Loh%evM6jH7E z@Q9Ifjujy$Oh*pt^!ui`wbHN}#|8>)D8IEG7Rxn!&%hl@6lcnovX8W{*_lz#qOOe~ zmlp>7 zf`_sIa-W&t4|t_xE)Nf7Ix8Vf7p4qLIUz9(&GF$(j{JJj({VyG)q}%!i@?hlSOI(^ zRHTTk>Ed_+t~3A0-R3O)WJBrVmFU3Ts@|7IZ2CDkaKRdk4PGw>A5Lc8a2DMJ*1X`J z{_jlInISkn97CVz-fYzGJIyz|f`e*hrr?^DOY@jseiwhv0PBpMawMeRC#-0B{#+xP zj`QH{O7HK;J8chHqiI`ky`?n*$JPwbNgzb868-+CttGU z1I0*bA(Tr(VyTjfDXAh4w)5FWJ%eZ7!H?T50E@|x1%CHv(&+$5PdvS*Qt^>t)5%og z0@bQ!w1fuyPMdDKmAyJKC54*rrWGzzf#f} zL#JlK(Y*N+i$63ARSuI<8W7PSZ@#OjRwzP5e~+1|BgH#$McO=*W@jq;i3zzik0v(7 zVoE*4OgJkaL?{j8BY5_`#0|Jaq+>c8u4+^&0OT`Ltrs&j&#Lm@2b#=|)WokE=2_Z0 zBefu@WByBj*7^qNIA!x!&Y2=JX+S&c7$}r=z&WI-E|&vJRxSF)uHuQ~u$ENIA+Gfu zMhRqcvR_{eoEB56eg2v&+jYS;+i}k|8!{>PoOW64=zb-m5*B#bNAtqhXtx zeJ|f>9}~#R8hF>g*0fBB)O5_8n6+QfAOdUhN3ht7?Z?ODui$gPT*-XShIWo)sPl7t zM_D|RGZJ42Ektk1YQii$VgX`Sj5x}z?DA*4>ADAj?+VP!%)2RC8%Qx}*@7BP`8Zu> zLeHP1DmT^1q7%fSxHqSo$+OZR&fp-drJiw=QvWqwOkS&e7tQ@=3m^ce^qfIjd@3W$ zss4etmo^i>;XhtvHezFJXX(YG{eR6!q>R2#tc27G82;v58tab@g^H<78GKY^#+7U8 zY@dKRIuvEI?J#2+om?+b?(Jr?jmCi&y8Br|bVeEhb4pkVSg(Coxol9~TYX&+vw0L5 zhqfm11Su`AiitcpOHY|(w5OK2i$}DerE&fsEt0z^mA4S^PIi}ZCqnPJgq7T)a3kjZGyXGK)X`N9wAlBAVOg) z$XR1nE7@_1w014CWGUWE4lOSeEum4+z3WxY!!mfVq=P=DpOscKE*6Tflk zMX%M~nCCHxR0T~5KjuDzYCC-(T!=xbd$%)FDcN*Nk$(DQ#Ep@TmU1vn6o>w^1 zE?$ps`$ML8M845^28(-rBSC}_Z+p7if#US?W&kEj`?6)DF8r8z2J67baErLG5mHKK zwI~SHwu$Ft<_qUCisY=_iOrINael8+634==1)6@M_~%&(eK(m}+_~CJ6cS@wp*OX4 zno8#Rk`w8&<8YP~g+4z0xSnJ#C4%kEIL2hPt1!D$XY@ZG`reDR!s4b74uxeE75>BV z^mBndKjsM0enxr+aNCMBXgF|@LCvnLo;`53`tA}uQR5S{t5gK_Q2p&1b2~O{2e6-y|})q=*#Xj%)C0Q3bzaTF5k)iN_xjfBmO1^-L-* zCp$Zg&-vJQew=*(fevc$LW{H6NbGv~jf{`t{~aX$2X4`Qqz;XDlaD`yZpF18sNh84 zi1XiE3!k0uUL)pZOG>41M)mnLwAPPp5q0b3IBH1$WM1RGJLykpsfKImDrW~v%@Jrr zF>d4qqY-594me!872;NcB=NUmi|g^O7*74QNG9C?xKE7b6Nw<$k)Hq z_9@l&Z819bFe1lb>2<=LnS%7AGK3 zRsenT+YFqr+A4L1;_~v&YgJii|Rv9|l zh*L!xgfK*#MV0SYmxcf#=fsiRlly=Eki|+0rO0;J_A5R?-sV*oT9IY(#==L*mE$L! zW|ympM^v#R(^l04+csg;$3rDj);9+dy|s}CnZeP|&s5~bCydeiKGRiDU{cYU;34~b zAT5@K<#9&tf@w7DKLekb;BBMf|NA1fUokD>R9#D~P4tpy+PdhY^e=8>_b64& z+vm8?HV?WfrZ=N^H5_vSX?y$-^*Qxi3r_KLIZ_$0w*=96=PgHRw;mn)ZnPF(af>H>{(2chPAPJl`sB`^Kd1+&8t>X8D4$hG#0%^R z5UugqCqA3fdyP^RSyK6!QgjL$!VY|T1V&K%G(ea9VM+jUFrAkl&w6Ovo}`K`+2+=_ zZn{)pY{PFb)Dc;6)>mV#Qmt1R$j}#M;ktN_rlW7I{OUf_=|DJFkjjB%s>Pb6w`rlo ze#y+D9S`DCH@{&M=~Ty%)&11|#&MBMW&fQ1VR;a8ciyC8c&03C{P;0=u;9bZ2(MQk z4=Hm8G7yjqbFZ13jb`k(KUG!+QTK#&;M_H_vM)sMf(%XyXsyrA&VFuHML|am{cV`^t6zbb!(%}nV8h! zl<(FA>U`1A9!h2fmGGD{7f=++ge*>kU#@LavSj4RR%{i7Ma4UGcR0!)Bcx)Qb-v+wT=h9?jb-T!aS>(jrp~NgK^Gy=Sq-_xYVfX-Wgu&c4yek3_~pOL=T zxpk>CqU1ew*9dO1WDW5T!CceH(@2FaRWd0loNtv}6dV@el1WY}k%0*@u>4TdslQcQ z6X&UAWn0)G)LOzJJSv%zh))E;qOIAVPwK2s5OP|Tic_j4E#?kl=GPQ(&NE(Iu8lPY zwSuWiadwOEA2&8DeEXFdAqM3N7%W;;Z2dX2T^qHN&OBnOcw0}Ucx#;b1F= z^eKkJ70IN6a7yft?#h+#3Sm5$PXB%Sj0?6i8V(<|BioPLI4Uu^YDlkf%D;D)ezEs$ zbXZz&7|k$4Fv9F;-)21a09(3FWUTNkOF^lYK0kky+2+_Fy}~|Xix!evN&ZVt^Db@> zX9L_ltuD^i5?lxHeK12g(~OKbh(8jy=iljS}gF`ts#$*u!z&_AEb z^lGtM1Rje0=kEt5xcBeaE&TJR>3ulawx{+vDKJycYMo{lW}B7v9(!BoS-Z`-3MAK= z<(Vth%+NDtmRtp}=@}LJKQZ?6w5=zdPefb$IHcaPxHYM~cyu3jQb4)ic+tT0VZKL* zpRjWFDHL<_p~Awo@g5+}5@;$cW$kyqE8^i*P|rMVDEt!ruKqLLMx~frqXI6+^%D#) zmlA`Mi~SunhYnI7P4Xq`q*1*(MYF0%wH{6OQh%_PIA43PQUE z(mR~kOh)dLV@f6-T_^L`emzMS_u)+I32PSNFM%H6N@G zsGyFCy)5`eUVCBS^9AolyR35&k?w#J73jxrK08AY<$|k4|6# zMBhm6Oq_c-Vr}wgh?b?2M{Onf zl)ST#ApoIC_iVI}un_()MT2Dxf%BzV<~JFs_&qU|+BKd`Jej*aO{wq|>wNxU!FP1d zWdzVr;-a;_FJKkq4Kx`n-kn3zO|B~Ci!%C;#Uar1>DAqTLP}9@&UzSd+MQYIHMkUPP%mj2? z%5m8@nput4U3YP0xLnXNyN>Bm*(%~?8oh~6l&5NEsN!>~rkyVqjc&M+kcV?R?c2;%*<>c?ENo zE(bmHOqBTsC`Ct$zCz7QOVU+o5=U8@1^vw`HvGh|GmU*UwHih}lU3pIIdfIXPFpc` z7cAJ~L{^8DdI}fFL@l923y1x(09acdU204au5(Fk>GH#p#h>$CVp+4@Ga>*A%MR>6 zFw4nSj5sg|j_OQ%q$mH`uFy=YGHY7Vt)XFhg(G@hH=vgW4q>lKGiCL$dX8Ai$)I@? zuf$5OY7aHa?##jLYKM2GJ69rSh&5!!LuNI}rYj7iG&-IX?huI6(rrx_U+LKteDKE+ zk27<&*4sFg=;_DvSLv#3Fz!3zj-g|5s`eI>pNiQfINY8(tHGH1_Oq^o8%~8bie`9H zP+615qqFZg2wf>~^E#jB$=FR&M;ZQ8U=HjZ3-WsI^&=oAH5T@1X3%OdtjEQh#kb`FVbZ**a^?Kk*cjdP{m`V}0I7mvQ`ui< zQoEcb-q>rQTR&5T{&aVhZL06<8Jmp7A3Ue@u|v=kzA`K2dV!TPsxzn$uc1dt3aft| zu@g1c+1rZn3#5W{ODuN9S)TsFstnFJz*X&POL~i-n`6dF!aHBTdiOSNkkW8ty?%Vu z{Jjlz+t8m1n}4F?iM2AadAD(5W;MpAR7a6}qbYOTkf8zIqmAn`7fdUm9Gio-c1*?K zSvP5qOg_`0F_z4E=3+Bl=O|FF$`Um$n^#-wr{6d5sUMkB zN7u7SJ$L}PNo|s~A_GinmKkX{YmVUcsz(|!CgfyG;^dPp54K3f4d&)!(YG&Cmofg_ zL4o}UDo84Pj6M1PRdwERO(k0#j}6zAvWxHpq=+;nbTITHNUuv3F`yE_00BY?QuLxA zN(~?oIwA-Hf=COUMMUXc0))WQJ4l!QChYF}eBS*pH_6lnAmpGdedp}ch3-4@jKAWfe(hb5PIWN4 z0!kOMr8fRC&mIGThY@!Z&kTEaozqlHR^{zCfuRllVt<$3*$*@ocD9ky9_b682EM80n*}~I zXO&(Ck@KgJ3BmS5sRRO%uoSVMOMK_a*>1|G$iGbRR)YA!OmL>)`(-9Vqe~upSIT8p zx{c(VQSlC}uMROIBdd&q66})xAOS{C(|}@gue^5+@$#(k++O$@**YXV&-e4MA3g8f zUMIg2>Kir|wj9c=qQnRLkGmD=%H&44KO{2yk?YFuwluTH?*DbOe2-6{(T=SJIJUez zqYn;jbbY0$kUgKnrVTq)zjr7xCJFMnfWRig6|`VV@8*}ed7}$v_eQ)1Jq?*IYtCF< z;wQu&Jl8s3Q|qTRhqJ2OeXTcWk$PXo?Ry;qPur9iZGBl%)0`2dGjFG0p^9sF50eXZ zcuKE`Xz6EFIqDPIu8}V!ahJr;WdG`+@o2Zqq0L)V@z#uipuXITSnER4qI*>h zv(5roA_guQK7y$+fo!WDSawa#Jwfl)$o6y3ttT(u4h~s3h?12>Ug^zJCG~CD5(&*e zLmU#Rxa22;Qk1#&ywg`CSC~BNT($xk!&z58n1x&+i8|Y4XFlx6(;6v)Tpo-RnbKt; z3d4lB+9o>)#o`yU>Rd`#pXYDf#APEtUNTFZ^M z6Oz(cmU_CYT)*FD!lfq2W!0yl)?9z#$1=m{zR&)uL$gYck?AZ4rPfLNGmU0QmAg|W zUqNp~8PPp4(MAI96wAcKIYIy`Ti6p0gYuuJdxB*y(zA*xA04o+|Ikm5;-u}M^TT-S8NQy zMpy{Bm&54_z)AQo7}3O(5v+vY%J=p0b>&tkQ5#VnO%7pJ%Xis*r3izTcA+>Pd~L&7 zt+?t@M8|z=zuiUq$0g>x=3vW*DY%)PtL0ompW29B`YDO}R(`pCJyU}N&PcDN-XxzL zQAF2@PkY>Xey zto6)3T6?8t_hxQm;zwrPja8xDXEn#2NMnVEg;Udp;vS)hepl%YLYmLY*u+3jwhd}xJxGoNx69$nUewL;8yo)21|2Z$fL?5R78=&cl^kt{Q$;A4eOnQpkS^tH8EwNm3 z&$5^1tVVxfbF#F;js5My-;N9Iv3~AQhuGYwO9s+yb6jki?1ywiRlAlq#TdHOY7tqcJB#%dpR5@g18ld zix}7{_V}i;Q&KYIq2wA*saxhlV}_jK(g3j!+>4@>JK zUfG$StI7A@dx**U466gG8s?Jq0=5U^BN^IJE?}S}Do6aQVaX3-kw2317?XDO*U8H_ zZ%L!*c657!DoeN#^o;mCd|0K~?=yqlq+Dv_22#=@XS9%J$Ryi_k>r*mz;1vKXDiTm zvli>>c}Blpdhy_bz?d+Uj5vTB?^d{$U9c|!+USK%ytk!wqiHJMb2+a*Ilx%$DIGkg zt7;@@7>qczXTf0|m{VwU-`8i+UuEd4^_OrM(cHeL>hS=bZ$DW66u}*Nw%fvaya7=; zELQAjhMJoPfML6$M`(03P+Nyl#-lEn$O%sSn#l-l8zl!pOKHttc+p?bL~UGf+gT9| z@By^KiSL*U9IyMd-WZckjo9KFdhhWkZLlj(-_K9C#~$1Ec6ZefsTud3f-EE#fYjN77@l7?plLSU8da6Z= zj(?dx7`wxq3aQ^cjG4zK6=7%E@riwfNL{SAB`-Dp#urmso1N5j}7|I2!no zZf@WfJWmhz3-pMgfi+<&d)!ch9_fBeXp7Rj@wd3d?W)usV|zMo+rZ{Ka<01hcpYt8 z!{h;Fk%9u?SGn0Lg<*T|BY)y`4Fvj$B<_SIWjXfhPv1pBu`UIX>WWl)$&6BUf!OVH z&$IWpkJu+5{K4@2t2#r^h_VCwx+!(wmF=p+PGh8`q?#x3$|9hAYnrKTj@WyNx0Tg;2 zz5uWW)I$uobDO4m-|0?olU)e~R>W3qfmB|B6u0NjgGINf@~oi>tgQ~Yo4aFdZ-59* zfkxs0L$rmel>Xdobe$J&Q5ZY^o+p95m_hNRNm%eRP;r;_m$OrK`zx1-WMS_S?914= zxWu-y*0ta(E@C7K(EjgJzEZr$Fwf2@Aof5Tj2apVWrnvGITgf! zw4Q%u^Ugz1aZ^gw#!Rwn>-I8v+9Z9?lwf2m8$8Y)KJJ$Azwa}FLa~*Ab_bl=ohc$D zOM+z^?*;%EfJ#iSGx17y0TFpR(IG85C(Tz!>E~Z(BxC(#LThdQjxbRFHMSVFO7GQC zOed(WTYXRZL@FLb1^z(*p^>Dr-lNF{Le%kVli%9B>oz!Uh=>@Vp~Cv3y&%G3N?a9Q zDcz9fOfB9dTQAx?-G-Mv#;6E?`i^3J)uEfp7yHFzvdZya|3bq9>IGn%Y!-m7C@d^I zqaY~>#Hp;TtTQ#0l|J>93a`2*=y1_yJ+aIGEA1(W1X~LcNQ;_Hheq3#cQd&Tn@!C) zX=@{Z@S4^6bV0zQ+b6nU=!8+p|5A=q_x{g` zEjk#C8h3+TiD^K2n?+O1OuqImmN~kQ*7zU`Rwjxd+IG_C0;Hq?2r)ktJKY+GEG!Wr+q|0u{D}75&Q$s8dk)BW$BpC+ z)!AxO#D0|j;6GhIoVF#%u`@;1*wmEwWBpN8E-ajm>9VM`5CG6f2{8Y1wtX7FEW*fN zZ{(z00}Q}4|8=OPf_offiWfiXxdzzI?t>3rwz$#qFXO(ctWx<(;OHHRO0n$)L@fTB zK($F2@$A#j&MfaWGQKkGKYr2Xm53D*DNI6or{+f006AwSVbN$6Fl0?R{eRrr9U#`( z%_ISO-D~35Q*sKl7G@KhlETiK)-V;-o_UhI1;#A6@%zT;sKUvR^*BKv5i=dcAh0sd6Gh}N2M&_z zU5xQXAntR4rjhaCZ%p7mp8vw%_lmU0{IX9tqTuM+C^KlxvvIm8jBF=8i_pKeqvqhS zeqL>21A5sm3kIl>iddrkX0jLf7_EUdL2X3jWp3n>5Ga`Yrc7J4Az+Zh0P9=wWyTG_ zJ!(AVIcBoVVwE7HyN3;@DyT_;fW4^418Q@}8{PTxIu4HWo5F)t6pU6Or;$IA)8gJ$ z)<>B5TKIo-8_T_Vjq3hL5-it|VR>ck3VF!zIrX1yVU<*O|7uA1-Q)7BzGQTH^f)#t zpro=x^x0J#J&>8u5K=gT?v1m0xg&(E>OW9;+DeO+*%N!6-M9Fo0hke3@!2h&zDXv0 z{-o~YSELn+bj472y4Qkl%1Pfxp58DxmK|Fh%K@dK@JYYb)^u>i&Xh;0T!KNqbinp9 z&4nW%SZ1l|qFx5<{^y^4xjb9=$2mOfn*K!v>WIVrF5|TUh=+pl)gpbovu>07c+ry8 zYe`mO_n<4e$XLy=;H|Usnq)5U->{eh+Y2R>4jCt_Z~z-T(L82vYw6A)M;jH}H@aKy z{1DA5uoIen<-R@zHezQE5s)=6oXff<49NA02B@ zQ$o&Y!ufzIVn<%IIrO-?(p$BKrQmy9@d1N$%Zj&+RQ=+zokNB17M0OLPjka8>D=q> z?am1Bilsu9uV9?a##ZPzMYxt>G&XYQI!aKyz|Gjz0&?X7mlC_0phvtP<3f!-pBa8a zcJwr<#;WtiDg^BE`th(a7qGT-p1 z0^(S(e+LtLqMJ?E1F*LZ5V=S1S9;eSbb_73nwXZL#%QwZ$0VRfwn)s(X)XPDpc9He zY6g!OF#n_BPmUS2B>^J|cyKw_%F0e|0hYx{k7J(?eycv zNm0W`zRF#6W6jOYQD@H6Ydv(o81kw_?v2iU`u(_pJG^)pOz^Gt?OUd0F{jc5nSO*^ VWk4Z2C4s$R+Uf?k3svtw|1VIQ(kcJ| diff --git a/assets/images/speed_vs_ndcg_warm.png b/assets/images/speed_vs_ndcg_warm.png index 962f8975b263c61df76bb240af5430ce9e0e14d8..768193c2c3a4dfa9afa69f823b31699e473cd3bf 100644 GIT binary patch literal 71200 zcmd43cT`i|*Dea8SOH%UQKX0p2uKegH7L@Xg7gxV-b*Ob5)q|{6ltLs=`|p|Mg&A^ zAe7KiT7b|Y1OkDx@%?>goOAB|^W1OTJqEDJ*jan+x#pVfdFBp#uBA+Kh4~5v1qF?& z$}=4biVI>C6jYBdQ3Ic_c2c_mf22GV4Lx*StUbJ6yIWCczV>i+bn$Ssdvn*z${lLw z;w&m4EF>WL=&r4YhbvS{P|)drULoM(ZX?L0G-L#fa@keI2ueZ0M1S@}X_JA`p`fIo zP<{5~<=fP?>5Kj*izA)e*;YM%KebYuy>Gp~Ku<3oXOwBBz;k2y?c`G?r>xI6jcv1n zoYmBMvgH$V<7fiq@5(>jpK)s<){GuWMg_2T#mLYLj-y<_MUK(kG z=g$KZI6K~aXhzZfdrCpk5cHhk-*b5lj^Y1Ya$Wb57%;E1qy5HH&414*gg^dwTzdDX zM(X21Q@P`FXZNW4m0VEGe!m#eqk!vuBCS&9Rlj+@T zrHIwdwlE$T3IaRX%}B{Wk=I>_#6RtyT>|hXJ2QTpU4pRft3D@(xDMz1eQJsU$&+dd zip;clK7($%{4}oF<0XkcL~)w5ce1=F505G@AK&7THaH%9dWhbsM+a!N>{laIp-@rW z_2u`UKVM4{dj0j&t}IiBf#Tg=mzKjk|M@$!LQit3g|Oy+rI#O9OAQtM z9u_o1wvdWsNXywv##HFKy2t(Z2g3M}O&HU6t*b~lxwyV%?OPA&==qySEu*ZFWM5h| z`1JThj)g-0+Fd|pGDjj=r5Ey2oJ9hc7P?{=*-sCY4Hc8x{zOYcmlAsnT6P!@Tj^lm z52+{;eIjd}Cb^Q5lJZusPgmLw-c!}qM(~@|{Nm2=zo*RNc0T_)#Q?{d${A0?Psuta zCVbo5+dKJSGSA%g@mHipydeBA{QSAVaw}lgnn2bb?O?dxZ@R4IkRs*)8=<6R;4$N*nYBCe;~`G<@MBlX-Nt16Iw`vpVUj$Is8V zts|Q%(Q+n^;wH5j-bgH;Hke#BzQ5F$lAD*O6cZb(saV_}Q~;Sn9drmPH6hcfXu_%k zm0++I$)8P4GEjC|b`mtFv%+y)#AiN2!jiB$vShkEl_y2>J&s4WcmCi9Q_Ece1mE1r zO#xF|*eFh(&yi4%Au};C^_0JETbTBqr5VSbo)E!4+Z{|+eaT`vFJ8Q6OKG8wl-_tO zx!JTUl?v9YJtCq`r&;n_f|a7!_-)cW6MXvj2p*X;KDe}+^;L^oqSl|2dI&v`lW#r| z%h&&8N68tp!H>72k63}Bi| z&XBM_5`14d@|w>qOD|4y%i$$thz@*QKK`@Jtg)9p%DOL^6Km#eHhJ`zIc?W4V?GLe zGS*Z}s2_sDfE#xw*`(X;XKyqU&3A8S!pkv-G1-IYYKtgY{Z%|(+W+*~&O)qqvO`+( z1B}D+XVHG4jI`QmFB8L#Z*tlspFAxv+2gQ{{p9*L(^)ta*B{@|Amy|0MY$J;X_dj= z#ETVfR;b2uB|&qbs(1%OWsYTh0~uE+mw`GZZ))o0!np8zG*pc4DmqA5~phZ zESU|STy2DfHU0^{(~I!43g{YIWoVWGjFt6UvmD+Va&Q$~)c|m=al5BdJ7WU&cNsBTE;V2l7cjL4*oOH1Fl_MvZ z!`BZ)QanvCaTb0p|Mclo!?8@<5*~8u`%6+?Q!_p&ggjD|fb{~~$x-kn z+k!%Pi5clGDo937>D}Wb$QH#vDO*#kyV<)6n3$ir|?9$YMNaktwUBJAe zp4)ePkxK0EVQx1H%+o)=f)Fh|9tx)xo_L^$aOdtI8hy4$5;^Lk+KbRWWPx4OZ<8Uis6YhFZom>5;z`a|G$r zu6kjS5SNyBcqZf0r}o;LyVIL6Y^q6V1BREqIf@M-{$cPF7md)K8@~Q(-k%TDz0A*S zphvWP?Bdae1b8b?KKWdpchq&Xx`1@#;6MW}Y|Wc5zm&5YM; zwptsj;Hn$QG*-AKdrC4Cdo+xD)+QamZ+`*TigDG4C>ZPI?-|4CS_~=6s83dN5#}Pu z6cv!`i0ezf(CXD~n!x$X%^IOrFu6^(KvHMp%Hxj#jkc_UAVD0Sf}DZjKV$8zwK432v+P*mWblWVPb_ zQgG_BjT>lGq_lryIf`?A<#70l3nRZP_POqgWaUY7#qw?r=;84C@)1AAT~=_t7)7^G z@2pMrhTIkw9MeEUE*XSQq{9Sk8B0%6a`4N$xyU=@rcty7*&F}!j!PVaw#?v5!Ycj= zb_n|k6K%pbnO)JJ7F^7%MMW`?1;ksIro3kZ0xvUgC91!E{f9E+i-~i6hvR&C8|~E_ zOiUsCv$ZaeSN*Ay)@hT@jr^A5>VnO~Ue^FaMAPUJ5D@Tc@T;N|{*g(|Bg;d;Av-vO z7vpr#jf{-^6XgOp)xaIk^l$*SRq6iZ**@Bka2PF-x3IAI^-b1qzbY;N!quDS?HwHMJI{Aghvlz{35}R@VaMb{1p8#>|U<}-lTCW=F4G^qfpog+e`mI%TPV6J`Rrygy z2wC#p&m^+QKaot>V|nKO^R`Xm zBH$1!fCKff6IW7+QUE;{7VWJ`eGD@=~6^*9iTh6{i< zfM~C8$_5B=0*i`@LOUH~_ap8|P&dpM=BJAghtNb@AO@X`^aDZ;4kW*9UXrK{^+wB) zbLFuM{K({2fMD~U4)h2(pEUO=Bh(RQ^ZU&mNaMpNyZX}}Lz+%_Q=i3nO4KZSO}`?O znPtMP|85^E+wR(Ur8N2Y9EJRg!pju$c%km!^&)g1^cn5q6ZBr>K`CnTcRyV)NV!l6 z!xmNjKEynd%6VSQnmu?ZP#RFn-r_JQDOtVxytuohJELsi3Y!&;`udeprHOiI{_StR zgNjUwW@zT0lhc2KCrVWLT0II1^xGAo9gGIg(zN@fY^1PuRUDnHgR5F;44{};ZMkt% zhY@q{Ws*ZQ)qYcKAB&Wt@FlxBn2#~g`t6oXuvrte}ksivm_ z_f!cnBcve14V@C5FLeAp=&OQiW>-IjKiFD+8*znu=e;YBWOL8$*0OZ+#V) z`lJ+s;&YhkFB=%p4uRU2XKTLMyIS7wQlRiXyP`$j;rj5P1?F({D{E9RM>vz9ICOr+ z)X^7K>T@-yn!TI-(Zp1&)ZUa7j@gUl5{={63wfjU75&}@Mx8lOBc+rSZ3U3*sT9P{ zW$+JDTW0&iWdTC{;NkIvM91oK6Y(YupC?S0)x5aP((|F?(Q`F)1a0FwEvtPAWlFH8 zRBr?MxO{ZLfu=Y}L8dvQW!AIkLV%0yuly_|ZP!MBQ?;z70+_52W)9lJ`Ur@zIBd$N zw*gyWrQlC2f$hpkb}Z)4h}!AFP@0md)H7oUSZcux!e?OSsW&M?o)6Wkbh{f^huL+w zfM6Ybt^;XgHeQt}X{F4AX|3YoTbw-})~4IYS_d?drdAv@@7yK)ga#b^3GrTWQ}Szh zkHZgxAA445*<^$<+ppp~r1B{!o+%Un+TFOSK|VMA!jLIK{C0)MOGTz8jZKS>$)jZH z3GXVkc9A ztiPCsp-|uhmv%oUV~QcmV$q>Wd@WzoMERb}4jj@}s|hj}OGXFhPrq)at(q&&{+=hn zCstkmrQgc7?z$buhrw0^ zC+jQR#d~IFLY&kD&e9+Q`P!jQ zlw=#Qp?JlblH!umnV20q(iHj3Xdeu(X}4-}p8&qU=f}sZe*Wyt6SlFpSl=Kab=AHq zd~lD41?E-VnhM&*4rThcc}gE)7N>I~_&{$5T(whlmo4nUIS?v6+2DP~53RI0y9dwn z%(BHE4rAlQc`)|h?1u6_e&ErTCBz+Xg@D(#nuvKl0*$>Nl8uds+3e(B9?dlk`ri3Z zp63A3Q=DC9VSJL*@$8i*Q0SnVsKX_vav&W%%i%Pu^Stt~yjHAlim|?fyf!o#siNN- zs_=t0c8y=Tlu6>NnB6S+^~-GZCAv>-%f0TRUqk$7JRV>MmdY?_FQ=01ky++XCRurU zi^Umk({|S_D}vJ;V(TJpV|i%qRPPwwS+-R~n&a7NN{TFKBnYDVe2)nSC2IXD3TVI8 zdN!4eSpDZS2>2zSjKlTUN)Xg@^vJ{s2PEr&W;ASX&Oef#I*>%hF= zJpI}~R9U#*E3f=^Q#}y`se#U$b_LD3+1N0~=N=xXDy+GsxEJX49M#x`vvSUDwTTv~ zlAN4pq*$$x%+?6~Q6uP}G1M^~esVa?9K)g!beE?3rE9(m9tZgU#`S>FbQo;8>HWlI zttS$5g3B11Cj^a#8Q8?mruKhM?+9W%&~7&L54r1O{^ZTd+% z%-y6S&xiFp6bjTY#86G-=|?Lw^UkL03mgB*4UT6PU&TMA^27%?d_**u2Kknbz5J55 zy}XWV02|`Ui$}64-erXYg|By`f?fF;um(vcW4CIH&Pag_recy}$QP4%&Q?vf3BOY^ zagx`sBnzh&QdAVleDG|tEEqZ}W9`yR(9e*~pU_YUnK9ngH;&RYs$F5S$E*7oTtHuz zfG+ih;%#ra3biqa#jQj^M{najGvfoLkmglt^^xY>qfM}*{q=BPxWh*Oeu=z!vFLp< z9{W=n;tdCgSs_c+l2X+VjWiQo9FI)m^X{)%1rsd+jXu-H*umg*?;GZ6Kv`=i9CG~C z>6gdW%PY-YzO>a>gkqZgh}}TC{B>sbO2=1OCNjZi2zH_zz{>W^=AHiAC|2pw^T8w^ zmkV{1Qk0C;nl#2V{^F4-9f%Zi z1s|pNg;|A?;`-+^ndwVRd&C~j6+lq|K(xAE6&S1!30QZ4I26Afy8F9V6b%A91jVb2 z2pgN__q;svnJhW7H)P@|$ISZzgJ-ivG43pHVQXh$jcpd2CCLTN{qLz9>a1Na8b+M<&R}^|++D?oD?!>O+Fp17Kb~h-2qqbO%ydSY zXXuA4Vj*zZH$nuU4ye?O8ab~_Ri{E6f#xb$_$7@+GxzzfRZ+eNqxNe?C*sXH!{RY}H=7^j0L=ax`^WMx0;*6gQB0W4ZSckZT)3gz& z`+bhV(cvIh6W*W>HYwRU8dPR?a;WpngjN_oDQ44Eh6|M&Qs(uq6b?N+Kbu!2Vto2A zC*x3`fr~7w6Tj6ehoy>0mzE778D@+5P*Hq;dS?EfCvF!*$ld-~Q{Sw@Z`&7{C3tU4 zjRUEtVVVAim2w@{a}G3LYHV*6MR4t@A2S-54vtbzUE! z;2CbmZ!z9rVkvjnhZc3bDCj*#v){DaFUqLG{LF5w2zqdV?!{=)gVJl5KU2PI(^;LQ zAok<$=Wn$>36awRQZ0tU-|MRg9VhW@ENM*a*+4gMv1HUlvtO+Y5O^<*iJ6w$);R`b zH6Lv>_U)ItYPZ!ml-2+AKOCvQK^MGXkaBlLatK;xwi1M{NC&5hZl(Ked}*N_iw~Zh zJ=w3FEUEyRj_!IMt=FbtjX?UZ%8+-`pqL_m%=hQ)=+fF5X3rKW)~BU=vYALmzGw_K zYUAk6?19qcaiFZKf{;be^y-h-T)$};ppdFAD$i+9wj;bw*kex=`g8cJnL^M>k` z2~DeqHRk!GWDF5St6a-0ZTD*W#MD77S&XG2-w>S@JV&~1C1yQdX%pomyHbviZ16Ba zf7BONau66w$&g69E#Yixf^!W(uO64Rju1#dzSNQf=9L4BHg zHxCD~c`?DHw|?N$Q<_l1HeQif*okcOC2V^RA2x|Lu$F$nJXdN1(FhU_M_0LN;!0oV z=)WB`s2UGpi=}2{E?H3wx-82^!(TNX8eE~zXyE5NBj$mrzgt}xWxnT`kJEynNHWW4 z` zu0hPr7;11S{v=Ev&}@6lsSn|sN%Q{w3hE+rck}koJ1@Zb@p4R3?NiC-PpNwLcVE@e z3IEr!XXE;%5EK+1!D>LYdt$I$C1liXhrd5ZRe9emTS2^K{dzK> zK$rAqZ36T(NP+cdfhMd9T1owxbkLwsTnbtq`NUTm^X*GmT8?sRp^;+3u(m3!f;Q3Mn z`bmxY`F7v4DAV=*?1ToeExT!(zkt0g!C-CsJO`bvPgvQ_e4=%PHS;^OH=2rh{nhzV zijWXvjy#S^xeV4pS2YEzVtoCK0bkc%bvCjss5Cm_nSx2$rp`JFXfLWQm_9md!5!& zTQWa7FS*^$u=pp0U7T@|b&$d!-+KTp6|fGJBvNo$8sBe^-9|N@ko2MQ$Rw4J&-hVI39KM1KO4DXg2oL^Bx_GYi zTuspcU4qt7)+8otcH#?*Sw5U)0DNP0m?A)S@gl`t@v{_~;$7n2ulrF|dJX^BewD7G zAG1G~t5+kd7^G3^Jc?av)rb%tUarSL^Ke?lBua|qD}Rx@c9!)zC$a58JJxq)n3Zc) zVM$sHnY(xK1BdA%_QMZFZA$w)i}W&=nPm-p`^y?uc|~*B&M>1F*MX_Oc`rVIv3@Cq zD;#N8#?h{=Y)srrJ=uQ ztD~!X`{}f%@$?l6dGEo8KcuT!@lG@WC{})RHR?F*zXNprzxK5M|H6|0 zpO2N_Uhat>?V9Tdw*o?hH?@;i-ElnbU7Uzt2ixD49n$f9LMjS)qWkP8>)wn za5!8~pTz8=&1Pac0BXND!;ZRodqEs4&BPf#7z(A$cJbfw-f=uHTp{=_wq9h90|3~1 zd|BfIK|%CXS!)h;e8U&W&Usq>N{R_`d)U(0kmeu1}HR zoBs|+p^&Mg8xoF)k55|F;2U@ez-6GePVcp`*8+ne35lMGY6nhPSu-uEm7HiRCiAyh zV~*lJyL}RV1mXV-aO-K-QZUV(UII{7YD+MxHNrnT!(!z!(7joOl-5GEll+B+h1QoE zgERi~4eEqM7MQuAp=}uy3T;cEVV9G!OjDs}V9-n~97zXg3J=B{9UbFVSM8yGZf+Hy znZ=5R=IdATQtr*b04yolVlB$`WfTN=VI-iI&N+m>pXx1{g5s3x9Dtn@cM%5%Z&%cX zZ`+H5Kvf@O*Et_NNW_y!qyi$=z8A>XlkEEex${|GBAr!?(?k1f2K9{pF@EuagZ$B6 z7Z{73lH$|}nCiQkn}rAE5*?NW;|yhWb64ug`;&`jAh-Wc7q_)@|N3NY&(DZEeP|%- z!n=Q*ClhDcxAy^^NqPsme_w%=ykVeVRLtvHFemd4OGmNgat|2P7om4|4Dm)}c&&iB zGMl&mRV;REm(kD$PIS}mlZ9Nb$Et~-eS$X}XKINe2!vgE%?KhaLy@t&! zHhXur@A!)p2NM4P12%^|uM98o5e@(J$@0gC%N#u=^`KHuDG}$X$A>`CgWc;WH8r)24WN^p9q;7mW2e#i+8NGe*b*a#n%;&!GWn z8npCglbkQ;-$5v-$*IW#2=%h&edBr{|5*eO_ln*O@a$AsVBYK|0_nfV=Y&r{AbKJs zW*&-K_XKAO0(+;X%Ld&UfSS5;J`CUc#&d{UE*0v_V>7(cm4nSOKZ_V%E5}R;B#HBC($A;8{LcihiF`;7wbNwFkZE*8$n5uv8&zjN zJr0zg6lv_^3i*tV?zyQMw~LF2e~VBE{&bXX!be1vm#q_zLj+ebqybG%enU=_Ac<7evG35_Efe=w({5GE21 z$vgQ7i7tjsXGFjvAqJ835FwcSP$E^hx-D3R4GB5f+M)LGUD1M~ruNR){~oK@>8rHy za3~v;zk65EziKiyR;-aXr${SBMAB+>>{`9YpYxK$Wnr_Kn+^GPn_7kbc&oybWwXm5 zF(r6pleyhQb)RX`On~O6jDwUMw#w%i?Ss_zDCQo!znkvb6+j|96E_Nq75b%_Kb=f{ zGjreGW{@%?Vg*ZLA+ojN3*rE-{;jf3-`wbnAU0h}amtOq^_7oitSPCOlWXg$zW&ey zB)kS~3OY~TW}*vgKsTlvTP3p@dEFT4=8q~9nw%-G)j1*B!6rpygEM5S)tHl;-G_WC zzdG+GUrgvuDZVlRo7FYuM)|lk``0v^o_G#zb7VP!BKqX&m%P;%)2csm)EbP6^J}w56&1SIYNt?V`a)mUK80cod-{&+NG|Dp#1 znRYA^&h~Ned}3m?l=II~lnGULS$eqiN%J@U0S_t1okNSCiMv^oo>jq#Xn5VEjNIO5 z5>2rc&S^HL$lF{pQ(pAh-B&f0yZbJxN6)iJbS_uS#Z&IA}D@ zRYNxq_y-oo*>A|XP7lV!vKjxWY0S}|OXY{(87t4ndd7K6LyNq+tHP+u}m@bnaiO?2kBeLwOIO1ZhD*gCi<`BbUC4-ZYMYv8TZY@JaxyS z{XHNfM=olE;M2Qv;PS$oU$+x(_RJi)#7-5raM*RG{nDj6d#+GbK<{n?K*i~+;t}J+ zW6JSFh}Ba2+OI*~;I2Ex`$-wvO^b|`Cv~ZoNpT3?P7PKrUFE#$(nf!EyI%pwV}jp{ z+D0$$z2}4`i=Q=pQIb;9JeEeT*QMknBrT2f0-(cWGuO4cnhaffQ}^yHpPdCi>E2De zw?PuGwt>UrJEfAb*xJ*n(*p=!FDE^XdM(pvBJ=~5F5$#PXK!nhu0=|e83p;o2K#=j zQvTQ8hbo@U*fS!XZD!^qa&Yi?P93`F0Jl$AOi|DMS|gc5ugfYSt9){}et|2sq$Glk zwcu@;oi~qWR>&EE|)= z(x6q|J&{n;ns|Kv0kJShHg~pw5LhM3t@bow>B+x(`m`V{QP}Ba^5x&YZ!R^6*CgEpdB`MtHu71L z3Oqz@a?Bsq$~8PaIr*7Tb0|6TCALywqd0Jh#zy1nWFB>nl#EG8ATi!XZfsmUKd&EE zXg0<_q@3^hc+ZqooMQ-d@e12}wv~$bmtx)ACh7|3UV5Z?Nn#}hk772EmfQDZ{0<59 z>f#W;^amPAJlQBX;+lBH&X`QD;*Y_+e3;5-?{1EHQH_p;)?`tE>>;ivtHp3rt`P#8q?d2xHMC0f=Y_{SCAPLHQ98Mt z)gNL-mGXPO8nsPIeK=h!)cfWU@P$Q+qvzWFSp#!HzFI_A!*u-4$N8UKU&rs~Ag7Mj zn1@tsU+Tvk1HR8m^Zjt{Rc;U8)6WZU>)*D1sL@(EeG4rvnbfsgVj1~_o$FRQbX2ZC zvxbrBG5j{YtRuxyHbV9jjc3MgLhz`}c;{1&pp@C1a)fN=e3}0dqup4Qep9>^-~-#g zBnxb~#XeXJJ&f^hm#G+M6}cYYvh^YE6xS6!=~(vI&6*}Q$0$T~={D0RQGWN`(!k?e z6L{pnSp-Vq%aFzOrrRoicFb|nkDj|Zr0 z5b|!uwKV4qn35)ib)gGMbY35)TV7e0nYum2_IIo!*m(Wa@e@x?(rjJ|F5ixKX`VXT zwN+xcq_Q|EsJ_7nS^sHvPG^70Lgxf!^UP6P*C_Gvk!yvd*<9&EF+GoJKDoFB?Z_`p z$mvH^No;;UhK-hN;ARn$``r@eBAwv<(W8zpB3miu7r?>5AU}zR+hu8n8>3r}j zdXW;PZ7=6*U=Kbrq?V$g3JMXtcnljSemB#pUD7Rli$@6ySJjg(&ZGbYPtO^IIcFB5 zArQZ+R5;OOZrc-;^of=Vb();r>(%fym&GYRxp0^Si1<(!qfNB&y!PhL6+Q(R$U#u+7_jX zh0lX^>KF936XFwJuNQW*2qxJ;SO{asnh`qN6IXS1yDrZ0@CbGO1Gau|nR?=*nht%2 z=>OQ~j2NER0%chbl_l^nJ!&CIiE7GEPcULktF-;aM&?x15gHcotu|Glt>(HsEC>lD5iL@x zPhSVs&an9|kPHg8ZT>}M;n;qSG!+1=PaU*zjWp>&@m(@ohgDR<`&0%{S$a{TOWX*t}yF z0_K%3-ms+}x(nSDbPGcFp*~9m^Eh!m;-cQO&w)=?5u3=DIlkn5skW zFjSV-6?Rf-oXjpVn&6q@2lpvXN^ed2!nwkoX0_zN4?9NcY?Hz-deWY4q;_#$v43Lw zW!_YMK6vpJNQ2zRzabmc75b~6#>z8Ly|8Gs{~icqF^t*q4;Z{Vm+1O788HfdiC~?Xxj8MtyG`3yLKj-t|w%}xNhfP{G9uA(9 z`;_tac`|VW#Q5^HRD}nQ7&4RH`}>M)-k0zgCFr?wqBP$XsLNPy4L#8Pp5Y0zN(}>T+u-Yt{Z#f zcoCsfOJe9cp86OQaI*Lhc1THc0`xFuIQwSeJgq*;>*MDG!0cFURPaYhUXMPWo#G+j z_0>*X;Jj_fL;ZHEh{oD*KMh-GMKC{}a~H~_vVUl>HjA5J;5?P^Rym9R=3)C6br(y! z&3)BYB}x)L5B0~cT`dE(7W$;JMcp{wX42V4*#K_JqC>VO7h?ut()9CE=^pIt*>Z4k zoYW$z+9(D5O$2W-7XTg_^KNHES}Xpj#XpAy2nl-EZ)w1>lb-cu%9&w-Dj}=lxDW}q zRk}Vu@1*&a&&Z-5ri~&E=7bW3{&;F5{mjCu%i2pu5FxNZz}Dyq!2~|aG2OcBFGU~A ziSHHsz^=E@U~89BNS=Q6LgLbg1+IoXGJK}X?e6E9!kqK z^sztAY39Zw!iKCh`Qb;qljzS8PX5;m9-Q8igdi7DW^a*E4#VubIe<54jcRphuwz`E` zr3&8{`@ai(lX*UQJ*pE&3`fuI%-EsRlLd6j4Vb&to&`rNyT2`FjAUEiT%;?dCe-T7 z*)ybDBau$O>WmT+FVw|L&r*%*--JhDwQm(ds!e75 zyw!9qVh>D+f1I3bm!hB{vb5Ux6@pK|pPr&_&VjLq{UxvGZb?Ww)_3?`^JR5Pi(ao` z)4nUm;TYh8-}b2L#cx;f@4hvu$=&^+G~t~|@F5J3CNGXc7kGLl7;^>>m`&2}yJ%|m z?CWBrreFr_()*`=1-NiH15gGT7&vAssaFCL@iI>xVn2&Wj((I=vG9eLp z82Uo;Z~h8xu<4u)`?%Na4$~?BoQE388z#`7+7!J$T1#6wTC{DAuhaN6={{XUhj#;2 zA8!!W;Vd_8W*)n-H>=pE9{{FoRbTapq&-o@8Kmfcjn&q9U(pQJ*i$m^Qdac2Zu93( zLXj4-$0@;&m4Aq~z3;IGrmV5PZGM-dz^=EU2EI7J*yIe?_@WDf8c`kj`-%Pnkm& zu6d|5x<@kG@PcHejo+hQrI+GOMsG{jtc&A*x$*bZIE6OAgs_QWTshktQ|<$sKBceJ zPmcAh{X9>7re3-l`{ydo^|Ic+X-l2V+|elE-_jM7g_B&|aS271sPMw!jR(BOZL^d= z8@=;=j@Nx^T(0>Duu9(VSkkgJLJ>R%{|VrqsC4guyx?uwi4kc2>%gwD0%gpBC`a0m z_6r|<$UM%&hEN&ai2>;1um1RUT{*$P2IfN2F1o`+=Xy;fbznqBi=bH4$;|PFoc)*j zGQX8sj=%&|nf|IdT-=hC5pJn&kxas-i|zW?ltLif1SFWL2JENS(9Z5va``46V#Y%M z%(&@7V+TZcBp3Rp_s)GcXe2#kTh5MT37=v8>v zIKCF1lO3JHV>0U;A74Ts*T8db&-L`!C7O&dn_XkKYj-&Mw{`oRNE7a8u;%dyqs~z; z_#Sl%GxJ5T67kE`UeiL)(|~&qN=9E*Z4Z&rSAj)*mu2%R?jq&)>v@`%$zD$Q&9+N+ z*7Librt67sNgwIAd~*NvG3CtRB*Gjp*W8vO7~LA$A$kJo{P=c=5tmyCi_>UShBPEu zUl6f0(vv&KG#g)M1l6=i%+q5}ispMgm^7DMjtYA|m2-P8-8-g`dW10VDINIEXjam` z>EPb^!Y(Fri>JRx1~=7*x~=Az!HSNmg-ef{j=aK=uWEDPNBP!~Kg(34)}KO~Jdpwk z2lbs{eShLU%%h_xI_Ok8kg&VkAuQRtb~Q4i$-Gcn-)!H3fH4_SOBCtLZ1O8nvyiVg zxZslPqtc_&v@1)GxI$eu2d9hM4u z6fp9^KBBQEc~#oaJ^8V+cJu*M0CAuYWoH5=s7t7|`61Qjm0i@^j*wwvYjZ5ZN-_N{ zFQ-c5lUid?uBDINl~m?0x~R2buo?%9@b+`6Qu9}JNYg!SqqW>zs-)VDxL_g#k;llc zGSp3{xmBc>+W+T1=j)R~Yq*(}o`X1&q{577w%R~4rRi3_?mF$AFYn-1nOaDS*^5`t z*@*AJn1F^gn@L=SC!I*m@}zx&NyqKsoUTfz=K5!I$&a%Q6f{}yrJsCs=zAVOBS8hr zsN>Q?$`s!N=k7H!zOzG> zBmukUDG27&ES9^m8H3Oy*mPeo2$vNN`3v*j`r$~)#j+*_aQa2DqBi|;EqU4wK!ajV zULNfVZGP&-_8)j<=>V704aEI^^)Um-ZRez|Vj%A081zue+rA>Ca_7QfO1n!`{$Kds zH}^%fbeWY}Wy|+eVC$nnDjKpS>KT z#=w5yCYaCr`2P!gybFu~CPzv{;~3zL8&liaKUF7w43QS=RZQMCv`5*me4km^CiMIZ z9S;08GRmM|j|2n~0B9x|@BnuSn&!H!g~4WT;~!U=G{_Mdr)SHrB0*rh+kb$QH4W! zmJr_s0vRrauW)ZkK|wSDkL>}NjXCx8MyXo)mbj&^(82l1(OuHMfeM#a3V*#pKsFJF ztr~woRG$?((rtjt{xyyiZvrdNx}vFzkB|L%czH#@(k!&9JuF;>D@kvno`)5-4X}Ep z0L`^Pruz(PG6;qvEk^xLzOQ)!SqtmrH+Cf2W&dwiwR{QC6#I^?tiP&S-^kj^N>x=g zEXT@H)mW)!j5U&W(`0h_OWb+H<2C-)JU)lS8*<0*-l~WDdC+RIx;yLHl8#}8POru! z&lcux4Im$RI$K*?A%J4sHYlR`t?G)EtPMRR=nb3Z&|#L zTyib9!MXNb#r%9M4^#R)B(Zt&qb$kBS%raILH&QRkBVSGTC`7fbz{#OEYJE5H;r?X z65{#ZI9wKKWVWrL6K9xDqu+E-q!1zQ+<6c%cw6Uizek7shaSKZynOs>-qz;yn^UtB3#=$C$5+!57nuHia9pv7gG#*Dm#C6+rLDQ z)lA{&5(RLe3xDyic9An{lUG#4J6_{tVv?AY829M*cs>2BR7qpL?Ute0tRt^D;p?9~ z>Nud%Y$?F|dp8VKF>^jeJYRQh<5`7bVxw-GMrnUlL&;way50lyyJx1v#KiQLyBnA` zSz6*$p1yHMrYrD$_K;ko$9+q2D8BuLIx#XQE|fSlFfzZZUfJnV_E(;_9-V!eiuu}2 zCMIjVI{k6fA=mE=?J;cbtPc1)|U)9soRH;%71Sw ze|n~7cbN_K_4Sh@mm(tg&3>k7<>%NehTfOUa$@_JE;9fJCU>_W`w&1tb6Z+wj-9<9 zKe#VzrX%9si~f7pSFb`>o(naI1|@Gkz3c5%Jrky8V0-Qf9x@n}osc*_D=+B@7P_%Q;z!47joldQcKb;74}!-XCtYp%h~MiFY|p9jb-v-bSCnCqML-lnq=?w`BV zG@T~4e+SX2nVP0fd1B3C5C|J*Fwo7lxRl}|-UHfN`{jUa=3-=IbU$1~^hn}ThrEss zaT$VV9nTBnHW{+Z&l$dd2WDfr)cZ(KPy*H2(a6autKKAsdOSZx4tV=l#+eMll6md` zrzDSW`~8Kh6X!I=+!s`ItLrT~X`w5jv=Ro!xwjv2b9XxG7K>X{g)++DFzy04+RnO) zP8X89cp z%pvP|=a$AE-HpS;!*5>e#=943$g;vbMoN)s4<&uFHFN(n8mqA6aZ`EufGKWiDVYC` zod4TjQiG|!tA*CI{bxt5={OG2tD8X~nv0W*>2^7klF2UO-j7sBSEA%S@6O3wYZhuOE9*a>nD<8;ZxhtBC{jD_NVzRO>SYn$6h(23>)%yp zdQfBO9>B?^(3hV1WF8Gafr@s{Xv20GhWO2JgZ{wUE&}asDQgqe>Mc9*NDn&`;w&8A zK3RS4Wm`P(4u%zn1_+IpSQG1Nd~#|?7Qx>D*mQOe_L@sKn}_!_whzwDd0eC|(RKZP zAC?jh5IQTO&}S@(y#&~@Izw!hwemSX2E&8h*kV*(BNtFgzWg?Xx#$C^!oW3L=2U&Cc`5 z4Ycn974s9z^OBw?jki6J6*W=PPP_-0`#j*a7H7vbXJMmH1+1Tu|L;5$I=iiGjzxfi zVjCPc3p-kOs)YcAFY8~cy4tcJ6TKww^Nu)U@)I)&QMBX`|_~2k~F9L5L zAbPmFfBT#vq?+6W+a^5|3GtMf{`V~@w@m*Jl8PfQpJ&0!aG~zvT)1EY(EjS-3#Sp@ z1R5!QHtKO_?-Tjvvui!{(gtwj?f}WG8{jZwxudA$JFCKdo;(RGtQoC$rb#igXHLHT z=C4Qne%EX&5`u`dNJ%T*AP7h! zDN@o6!U$;4WDWW;jh6#9{%HZDwSs3jGc)VKf!W`aCFoKRFls@mLkVIo*0QqijwB@| z<+QXonIDU)kwt3de`N12veuCulLPMkK;cJ99{zX{7V>o+tE+`61ciofM0H< zu?7XCUCJVU+}qn5-`3U^N5Y(~t<34b!ZU>~|5wZM?ZF^^-$I3Vw4U|w&=72T%`?Q( zk|;W6S5*xD58vU`4;HnFh=|Ipy6^6kqpjn2QCv#sj=Lf08)6y%o_Q4T!%|1Q8%+2s zjO>_F2P*_h$C99NFmCni&o+M_2G9K_cp8)RNz~07H!{9``ze4oaKF5NHo9QqxjX;A z%A;$5wIUO-^G1Rd#RV9(L~nIm?P{1atrJq5glKI3#vt)%amTcz7^*%e=ULe2&#fB= z2rOANltq$Lae^>35jWT%Xut%{-QDX%k8#}hJb~EY1S$hjXk-kE3a2TAhbI{ZhWHXD zZEjf8t!|Qsii%20SJ#PypFCRop7lRK>T?x5?v)$--QC?*(~bUopn?on@YQCW!kkIM zPdShJw+tIVfv61fCklX}&c9=<0KqoClkM!JA=j$>SD@5~01xA?1j@Jw`B#>gQ5&9h zas%aMEP|5xh0T9~CZ3EbKofnrK$J!q6!spCS(mH$SjS~pTYhf-{cH8#5KAe7A=VbN z$?8di!IRnTU}H1xwIU9G-zRk%Al2*rgM-XhuU-W>>VbiQ!OYe%ixj(>!dI`)-4yL( z|7QCPVD+HiTW?eo3|_vppYIqH6__Q{YFTlC@q#G&-)r5v^8x;ybOAU3|F03w=I;A% z^F6yR_?A(1p>qOoP7eK~cIw0#pYxTuF*CB)G?Dx>JNJQG^XfXJ#)!4=OGHHcZh?`K zs`_mNdU!hIZ>03E(9Ek(ecpVPeA*!hZ~(%mleP%?%y&gx*_dxz|9#+~geN(Kx7?^r z^mKKVK#81ykWkp9b9~DmovqMjE|q7NIsXRm6E}G1`&o1-K~zD0K7SK-jTr33IO~*i zRr33PUyBsX!rLd$IQb4%$Cv<{eclU!=2?OnK;co`#3AWTB!9gJykDtcB;Q98KOW&w zb2^UxUju!7Qu6mQcs}@PtdFjP3SyWyKg7)qwINie?Y5&3%E|M@$kp|KAjjVo_Q{Ms zLh;7Uo0%CIEdpoYr9MqA-Hqtw4ehl1U*BtZr%C?liAk}3SXfv_b@hwWfTkL502HX< zXJj@GNB`FRs}itD%|8(&P+Qu2Wc4oaBkeq_ee{Y5|C5OdzAUSDzYU02ytVf8^HWKH zC7M%T{<~`MZc%`N!OPmQ1UOaM$EOysfua0<9|U~Qpovh0gnuhEm>En}P%vy9?FW|n zKwsZ|z_5$`GkD8x_mElYvF^;t3EscU9p46Tj{{uKz+?>mvln%P!rra@t84!QI`5H! zk-j7=r&@?AC@K3%tc%7Y{J9ZaE>)P77RsU}uo`Qw3`#7SV>Ep+bT3T8U zYHDg&QI3xLp(2xfj)xDE|4nC*I+#xXmW3VIqw@bow=ka9X`lte!6RjYTj!5OV;}w7F2C@=ZzZ`% zuP215W|z;c2|A8G$}K2>R)9><{~qDjkzh>dZ}9^JVF`wqjDdldoK-cFHNuqI-;+wz znau1TAe12iDqub`z*bOMo9OG?1i08c$Av8ul#0^Mdr@EdHwnA6vTDEX4~~o=9+lVD z)^gXYc6Y>8pbDz~+rfB}fH5f|17LHR|H*#UG-iMwT@M467=qJS1J>~~co^p%gdGu! zhMJn-C2LtNXok)FCr+Ml$bTm58u$j!<{Jqupx;zkS;^-#F0gfUWngqQ{`o9h=w#0$ z$logkH9pNDbpO7vqxAfFRL$X80K`zq;A8cK(!9;(e;!a!BQRS}Q!iPAqT}42!B^Tf z=ZEK&4=MD zV`gNT#Q*PE?u}j-e4G&s-xw{G^yiilvKc3 zX*Lt~d1Isbp8>`#CiA}SebQbmfJi~DB@bX*Myc@B zJOwgs(@Xv?O=q44O#%LcbK{!xK(S->Hz~IE7!DJdb&|Y#!ss0jbFeH4xK!DD2t}x)aw9hN=%`lp=Gas%R;aNnJRO` zhAx6{=Kxn(tp4Jg{AWubn_-6B0HG48!(Uf`G=_RHoj9@jebPt(eqBXqts7O(Bn2f^ z;QkNTsjbJ?63xM#MM5T7*F{1I1<(u+u&%HRNJ8L(AgF)e5AD^c1uH!09NL_|Jw|tjd*Ol+sjN_MzlB2|2d*U|BJ7=Q_ z&Ny*CgBk?r?A0&Kb$-zwEb5BgO_P^Q%LUebbeEBmyi;LcAG}R9 zC~@+1wN{O830(;FU9~fZw1kTH*sU94e^HT^cjGVLY}wgoF=z0Ai;x_d1u_8K^F5L* z`u}7eEI9$81+hsYLFuDES}T-kncsC`Yx0g zMGLK_`>#}FXo2STreKOTbd4Zw|Kj zDaak71cfJJ5|h}0P`pKA6KOnx=zw!o75DbatMISBQ*n7Dfe&Ujem2cff7jiJ*+x1? zR#>dxIank|c~0;k28DgZE;iD*FCxG1v!N`itY{xV{Vi4AjOcK@EsLGu^wU2*ng2Xn zf~`ACxZD_*ws|S={%VuTWkGB!a+^5n*e~jktJI3#`m!A1;Zy1xEvEIVr$@!1+zTSE zv;pnsCr5_)y4tK^+zX>|DGhsMIYw;f4ZNS5HjQ0TCk>-eg^!YYR^8&d%rEc3BpTO5 zm^QL|@YByHFK!3^5T6m5Ke&BG2kfFp^G)){Rfk-_uLnUONTJ%haZK9m@awttoPvTF z-F!Wmru%q>ouqrl1E36)(N$8srDn!U`T!6&@V|h~yNk8b#aB1UmeahorfC|P=#4tG(JoyIhbZ|weLdO;&heCBEL%~E z$|!xn-^Ba2#q&}U!58@r<93la~rwOMHXL_MkDV`?p@d+OH`DN%J-=v zGM#*RrZp^P)GbLw;c`0f^@iRo>Cij%9F6FUJFxRYPpkvcix6(o&g%^53>5Wn% zBN@xtji+H#ccO?ND(vv|0lleA8Mzj*U-R3b(JS;@SR)<#cOxW0 zX@v|IYO3mAgfALbXyIai>alOFUzgOJ+CV*)rO~vA&Rjc?{JrBkBy%RUwPwOKqkOwP z>L3iAMB$B??TP!IfN8OIp&}%^e#laCBEPlJ^gyew9ks^JKHDlaZ&bRFbf=aiu#oVE z6LGxAM5hz-MCjtl1G^}C~Pf}uhF|vEcfS(=CdzNGJf(dp9h_9Vu3xBd0LpRaI6LP5}mGvr%vnGSRdpp zVl8>y$63sCzxgx~m=wR5+Ksog_RFM4P$(IY!Fco|%dL()qo|*=sQQha>ELS_(_a;C zKh~KC@rxPovPJ8%koKb<)7Uj`pg!MfRZi)>pJ3W{+U2I--8A-j>l^j zJ$Dtg*dTIZ`xk7bUafR9yl)JdA8V{y^a@hMp8sT-F+GDsjnmB}2FPJ+FNLJD3|3%U zrfRKw&ac`2r{4GOkSqmaTy6_UKDEIo5 zVJou6TfoD9Ad4<4okw$l04Rt!eBdgdAE+2!3ImQDPT;{3P+|a2W^(T2_b*xf!mhzb z+I2no)zxp5dV8WW{tRBCYq<=_o)FPhr;8$o_?=|UrZrJ=`(;m$6ZBMS(Nf`M3I|lB zdYKcp&r6N$FaqAmUoD}Fgyk6N=g3hP3LmwIacxy<9rLB z&|?kKWnKykwK`P~o4e6szNU6|pYFW1n8|dC$Zht1=GD+wma?0SfPyugn%(**#RLSI zczEkK-xU~?D*)9^$}&}#^5LaCTolOYz&)1r8-`xVmQ$H{!4nL zsOERPa9t45g|1XX?6^k-_I7i(ORUvKZuZ`d=LzrB z|KzgQz$&o%Xs}|RhQYhK&Sk}dY%`?CVfkKQ+Ne<)X3ZAqzA+zIA@$3LFs3+8W{5TF zPw7m8pVe-A$-z)gx4ZNJ&)}^|jU@aoDTk%OqUL=zk4NtG;B`^}y-d`1-?6i+3krx) zK#ppKtFybC9|;(Nh?>Xk5ezOo%4`uMVd_p2*f~IBi47?`E*`1 z|1QkEvg>DKZH4eo)WYz!42z+_NZsNIALdX4XFSHgK@s22+PA2HYNq61Vv(49evH<< zJCULa1`1Bl zh!=0SB<)XErAT%+vb^2ay**MMA*PlXa@u!l_M$HL#8Zmt+(`qZYOpQdySz*cvzJQt z0a_t-_334 zhst+U#tj$pzX-84^oUbEG-N*?pfK-E##Vk6it&kQL9m(GWDR5C{W->mgLE!+iNXFX4cxULltQXyP`XWUHG^4 z-QpSQEPl4mOz*ur^pxP23)nXJHo|6TnkeMMEPHg^{MU@-N& zz;P{ghFG@0{HZrvXy6EBhS!kgZ5PpakDR3v1dXkD8~(JbJ#+QDMViw(rm_splxh z)%3aIc9cI#bY^-h=CDeVv1e%{gzI3#zjAgK1dzTpH90=u2{ESiDIG&?98;xZY;A|U zZBj(RI<~r*5Er&c^uGh$}1=>&Tv6*hNdXyvqJl6xSe^o`%ddhQD}T|s@> z{gXFHuH&-Jue38WZ9WN$DiwJjMVPI$gV=9$46EXtTHMWSdZyg16Pl|Nr#rf0e%u2ao`lIHg}|@Wy*aXWE#w7 z)lna%{pXZjQKd`{lvj}0MfeP3xSLTA3?BK^p8iURyFq%(6+oynH8X%0J}I3Y!sbh` z%q%~w&JiuZ9qF2`P0KVdty@*^l-TN>>4Mvx8)j$yAol>W28%s5G2%UDm(k&k;s!&% zUv~VkA;GHvRMKafX zirz*<7sox-_v?_N6RN9kgy^f3y>J(Wzfo&S+iNm+LBTu0p;o+#k#Il5+n3HI1h#i5Em-V3nhs%H~f zBUQ!c)pL(G*(Prat??*{&l5ueGqFrMc&|&yW@yPa>|x6JYyA0XO3R*iJ{31A(S~k8 z1p+>ZkjW=2nH8NgCfT!P`8Yv##Ou}q!0OJ;#+RkxbCGFW@aL>5KtwC~F8F|FtKH#R08 zW`7}Bdno30`1B~_ResE{zKW;$;)JHl`b%yQmkIAdFf*(< zt$9XF+x+Z_xLMUTOB2_*7m{*&U!>Bf;>;Di_f(qcc@lA5O|@dm{qPoPm7(pF&|)8( z_~68BIu8}Y)TO;6LUKIXJ7)yZiNE+#l)9!@V`oOBqJC0JN5a3>$-m40UODbJevc}k zrxXfVzHJ@>flCi8`a94_$To=J?UK}{kd)p)_gqH5s!c8`KF|h%$1Fxoy`Jk-g3e_b z8CLEh5=;r0^+?1kKO56tQ#CEftxm(Hb$JA}_Aj-Lh*0i%h1e;u2?+?@1I8 zX71DBsgr9IS$nawvpgVaET#a0balJkO$1QoD_sTJ7wox;=Pwdr{7)U%f;q-$=RJ*! zR<2%y*V5sM-23s?dha-?Y-ZWls+%`C624a_dqr)IBmwJj)WtjPFs$zrI7y6`8mO5o z`e8A0r-%T4*Z895D?@i{c{oLUH;V;Ye|%k-J+UMkQW|c zWcVWQU`*eTN0`<#Pe*Xb%OQo>x7&5OWbfHBoMx_)E=9@8A}NT{GFfH82_aW(bG9GbU0D-|< z>m~7g%h|Pym>{HsT<40{-OlCWGxe;=fLKdju@*-~WV;PH-mau9n(^sEpG3)tzqzbh zEa}4XF2kyrM!H1R`efC#1Dxhh`8PVP7y2xe>IgQ7Tbq3SH2W-Zlysq=u3r2qRPN=7 zw^KU@Fns+9uvR`jK42>~HBkr1^t=}V2c6xFNVQ&SmTA#rTB_ujsX~9;`(Q5O zZ1<1ls3EpNOI`5WRXkrs@pj#{@1LcI4TN>Ctj`TWhZ20jp{9lphH#6(TNrO zVErc3+qFo&O!BcMh5}r(NKko&oKF54Aey>JnmS*<;oc?+R*GLro zxZR7uYeC7WfvWw|8H==V#D))WGPC42kaO$pb0tlIO&;NDAxEm8tue9Elp3z`gLBP1 z;s$wf1$-;2zB78R%pU_U0OhG%>wKETYPGj0Du&4&-}rM|(nqcBKUgiK58^Oyxg{!& zxf7DDyiSq*$>GJDQU!?X#~7)-@WFsu1BpysbB#~Y)%A`_hK~%(cwdapK{S!h*>|M3 z^8_5n(=E1G?Al&*Hq5KC`ybQg`ps&?wl~pa!V;JQ!>w^PXyAo5-*y&n7{8>FaKsBR<}fD<#$7f|)WWJiG!5nT+^)MfLd9lWEE}z6Cb0vP3j6&aT&(z;AYC ztR7_!)EDc}b`nCx0;~R*c)VSkhS?&uy{FX;wKb0O1O6s@ zt=yVYE+Fr}EqHW}y@1wHns8{BD+EvSiuQ1~hr>C#w}oN$yfKm9l0&GFmnuC0SD0+4ObP#OZ!|S(;;UeeD^)s7u%L$#Gr~ z^p+yxs{E<+^SqKEDB0@lw!EEoYOpc4nkGpMu{>|U897zJ{NqC11@08PC`v6_N3CnO6pkoWIeN}b1g2-^yPm7V* z(u4h=~8w~)3e`^QME+?jNk+gK z5A5~DNDF;?V)pk}3OQrf+(&f+H_E55?wZ*A0|CTJkr2U+II{Tris1>C@Pmo%b@J`v zN|ir0H+jES7ZD_EteOCTT+C1O&W#*19{kPgBLNiIaF8LYPQ;#V_hxxx++rjQt=-o9 z82iGs_P;97rv*zqF*us~M_#{IvTBn>&P{U>0>8_oo9?exDH91C#47!)cntOEah)m5 zi=9z4iS9z`efS8cHnAs#dHmQicObHE81g7vm||;*`V+Tx;BP#$Q#L+4l82@fmVS6O z(C10p)Olvruh+ek5%9GyjdM4Y5Ypn749U{9%O1XIB_VE zvqs#QoC-tpZFx=KIXJxSH2wZy>g0n?!x=0_YNzOr5!p-BW!z$4wF(H7;aGWj`G*w6 z^$!(0O73k8gY#s@uGi@LUJk(wIc|I_;{^INX8)2Qh>oB)?w3=n#j zyxJ#tlNfbX^i<|nQg8`jT7Y}5>#lhsP+f#)n;S*2=9lY%kL0r}(O8aO>mJC$bV-R-dXVP0KHDk(xksb2JfrK+7M@l=ZmoyK0H1=dWuzB61}>XvHw zuz6@L-PPmF3>%^49hI~F%Sy1v!>F4R6x1))Yj;x2A!3%Rbo!t9nKGRWjyoZl&U>D@ zeh!&{%%o)~pGC|vVmA3hu5Lwmm2ZT|a9{bko$hEreXQWT>#|WaHGxnCK@GKnXVz}b z!OwS{gBCVQKU*a1CWg0@*j*J4KZ(&P6u0L@FhX0{)0>?g#tk1d!hJ$jXjoe#8g2)$ zr8GG;l&qnt89Wih$dQs4`LF!sO04KAbc`T&u8`P8ousi(ci9U=n2ubjZSGFZlKXh%l-P!ebl?G zo7)ubFPjZ{-9tkq#>@zB5VYDZKcG}8pXP*wXvB~lI0?lIiJ4V(voEN^Mm#YPgcKA9 zXTPlW^Km`aT@|WZE#i5c)H~FQiC7VMgR7SyH7vMf5#I710ne9o@J;$^fAi3F2AWMI(HnL&iir~Vl1Pt$GE;!N z9-U6i?tSjIi{HtnV|UpwvJr!M*^C}7WYgIN46nHhxKC&;*g@Hbd7Vy-Lq6EBWppjD z((?cyHj=sAUBuy%BltG!_a!dy&5hYeE?gawV}QupH2az zwzt0qQFMDpB~5KXO7?Sq#cr!v+)q+0&tD!{kNo0EQGk}Gm|@R_R@Zao3A}w0t_itr z>$o3=`3-%OtrFn9ZMEGXOuwR4lKVCb_yHJ#C$&l8w(nEo8#mLP>9D+aji=^3coE+9 zHTZ~V{;FAj`)1}q?GE?JmsiJ!lr{gZ?e`iB*6yM$QKY==n6_u=<2X@v5{0h8{(q61 zho1%B+PG=+0{Bzd8jTQMH|a8`=_~ixLaiJ8N2rkH+#UYhZ0@5Mz494yq&97vxDUH1d6! z&tlG)h%enz{{WW@8exb$W-Vr}F^0~o$6QmtfJz{@EW86SY-QQCTr;=?h7qTLV4u!k zPXxSp%Y%qs7g=5>b+OY#3t#3z+JN=a`IpFiY((|+HZ{B7qLnsXo^EJsL`W}9?qpXq z2@EuBTAvmhtaslcWA_cn9gUuV^6~oh1lqiWemU>ADqFC*fI3b4$UsR_9&DvUR8vQc zwCwWk(d8=f&ACkTuV9VUsm{{7troaRI&mkYQiz(+lN>#Lp*0Qxia1P4V*{q$5i-iM zfuQVI$DT9RIeS0TTIhX@_7;#C%90N)Z&x{k({T@#7{@@4*t0G@Z@q|9S<5zLw(G%n zwayAd*1v@B-%)AKlH^;SS80}2^G9J_PTyzH2YwR4L}xh9=|OI-D>1R0yz6^+5AQt* zI8ORk_dW~wFh8EMd)M{ZhR%Vfdj|>6L;GlyGuO_jdSngV={RmTxS|FL#4VLi&&8tS z2qIk7L;fWCd|36L;kFyqb^nf4p^fJhEgTBserp$VCgeLFTpKTWVlud9kd`HgZ!D*l z|0GhfD04KUA%-cdt3^5hTVPn{_Ia>yoE5}DtIGyZ6Nz@8iHRiV?JO(@0CAl~qmjEZ z#Tj}mh(*^&yE27zmJGK&HICx*3j1=>>Y;Vok*{_3<0YokIA5M^;y{r7_@vu9X3a_vX?d^vCHWgI?pp(|KsbD8Um?FoDx1JY$lxbZZ zFfZD!ydIk^FKL5EKw>DP&AA(fQ+pHTR{TnGvAO0kT;kyC_l!m=d(xWv+7c}yssFER zl&Ze1f+z_dE;&RDMCyV>R)v(5Uc>Cs%X{Khdm{lh@0!;KNL_jun%Hys+hDShZ~~2N zh&}PuODU#8re`+^-_-N1g{JI|2ZWvP!IxsB){|G{e!jvxdq^7j;Z1z?EUkZ4cTY6; zEe>kUVIiN4yrMDuIOVL(?&8|KWJ%g$|FG8-k zo!|NLL-~C>I4?fszWq~yE#|vq-MkD|&eDzn|NDRZyUr{zg+;+sE^i=Anvw^Qyb zzP>-ad|KLNkGBu`m5`>PI3URJ*Feb0;$FXgOO1#?0#(b`V5EN{xOR7 zy@lI=rMXEKbImNOcB>FHCO~|ZdsOk`mmc<4)F1qKLLtFaiPeqi_?Z!D5K57Xgsb^h zWI!&ui0hWziqzf$dQCn*k^o+tl-2=*J+Qk;A_#E=22 z@F0jWNK`OnG!ZUGyl@F*gM$LeLmr-Ke7E#cu}udhBwW}M#q*PXYlHIghvwSk4ZW+b zHE#3$+Llwh{WG==#e^=@lFw<<@JcxtL0IqfSKl;vnLX^y7X4}F@Rm19iH~Gy*Q=}M zUUmXbdWiW)R=isoqJp{q27n4};~uUW(!dfk@%#njf%MK>N8X&p%>e3`MN`i$dB_zl zyS`GQqPLp)RUhSHG1d?95%*LD5(abc?y6LG_wz}3+3sMrloa}Ne zCNBnSqEVh60qRLMgyo3o>t*%lk2Aj7U%$K_){^5*fN$TRTGm&C7})O=<#4yC8aO%k42ZjG*JL%d){QMJuu!y zC@pJU@nD4S;+3UK(F7|=Q`JvYv#8hhGpe{`X5GrKthB~uK8hfMlJiY(-Fw@Z+%e$f z)I$80^d-FSeV||(%)zb8dXUuGHr(>b(cdq%R*V`8fQt95^1jTe$<9zdKN?q7@@((a zC=z+DV43xSi#NY0;!V@q)wwKL48!#f5?+&s(F)dkU9;d?r4ge4J!k)Ty$!a}4bxg9 zyy%InBz8dVQ+671B4Mw#PmlPUFRR7I!tZ%vm)AbJ9gwRq_bf%G7zJF$5+KjO$IWfK$`~JxlKr~Z|Zg;tS4FKRhlWAk4q5P9EZ6kI_+k)rlCI6L1H;AO~ z&rKdD$Wc~9nYCit7nFMJhQI4uOJ=s+(Jc@N{Sk_*X(PCuJ;~bX9G}6`3W|TI?uspL z_|)-??75%4U2W=3;q9KP+e@t~UB+BPc`mPn`L0$6z3uQ3USZ(z(T>ixI-&FT0p*=2 z4{OTi&cY+BnVoBv+Z~R$;=Vo>+**3{%vN}&<&BMDI%%cL^bL0I$%phB@2ianp-GZz z+uOv#-4&f705To3x`d#m@LGap46nH>7O%5S4V9gR+c%KU8qe3(S3L=~VfLy;^KvD! za3b#}%*!4l<2W@$x&D-cEPJY?EbdK|Qel6b32)a=v5wUrHGyLEi;OI5)6rUXc5goK zZ7M#iF4&BF8*-w!U#^6(MI_1O=XyzJLSlumFx*6$C-y|;HVahB?yMnQ;s*xQjB8Vf zRRT}e#DU!Gh7bj!Hfg*q&U^D)?!#$jEVA)Fg%wR^O^x2nj5f2NN8%T{z}i3IA_E2F z*AJ~m!u2hCi-a?)giIZU>M}CIV_gB0IVwGZ1e;aVWPw#F^IdQl&@_FpwPgntK7Ip} z*!z~#{(DcTE4+|b`A4G_5Z}G;iICI6uy(X`E-3YE);wRIi+3_ij+PXkjtmag3XRZ+ zkFvPinZZsO*4(c(XWwtZ%W?W5FW(a=DtsITSq8O~`?GAxEX|6v6jgI&10H4m-8)*w zm2z-Ie(M~N1!|$~?36TO)i^OHq4lknteb)kaR%~2h);rB>M&N_S=pIc_SqsypdS2B zDWB7P?9A&HCA%$-vHB(U+@c9a&pHej;_(V70i12FGBBxnUghFHCDEHaFXmduZ~11b zpU-=lvXufEc)heo<9L5XxFe^Zt)nHEvZKu-A_04`cXInj5ZfmNSbMGj;3|NiPTHB>K21*g(}?bNk`+5VX=uz z5oO|=Cda8w7j}-rXVf&^R>!FPj50UGD)yuZW%wFtX{~k>+uO5t5$%!BAh4j=>#gWB z>$>bmo2o9(}!yhtOmpU%w*e+S&1aN_38yo%Qu2X;V{1>C+PjK41|$l{BF6 zV^+-5XMv4d?`8o*e_G_=-Vr7+t{XZeuJ+nz5~c_bx&w+>?xg`U^jH;i4V*|&4oUP9 z?7KxQgmm;a$kMo|9}9QpeW|}|EN&88nNKh9BY_|xRHjaTmy{Ub4*bIti7)QECx3WJ@x=g~G5GCqzlG)AN z@*h(=hSfAwJmx$_XA&4b-hvFZ!=PeqAGE0hgamcrkvo`(07m`=KlwH_k#wiYnQs)^ zTV-`EOUf}5zZJv888NgLPH2;{%ALwc%^jJD1}6Ed-I*D0GRM3W+U~G(8Ze0?n;d03 zC+gGZ$~6L*YMLV=cU_}13M?xLBd)v+LW!>CGh+J}UZHIQZ)an;MVli?k>VKIY=WLv zdCs}&k4>cUoa}$3_V(nre?So|f=-EF=zXEyD4%3|`~3t+?dl|hlJd9+mEb&nc|nHl zM=n#(crJ-0Bw;MD{06fckQcWV1&bfyi#Wp%@)_Jul8$+ycI+gF5p3mfBlC47{N zKfrD1hsd&)1Kb1YM2|K@f#@u}zTPjo0BgX^AneU7_}HXv-n!$P9P87DlxFAn;w1kH zJI5;bH6DJ{S#WvyatT%prwD^P&Oe!L6`j2e?Md^#FXZA(C|I~AC=lYMKKxoGA3HMx zwVK-U0(H(N9d3nwI!C@!f@vx~^E#sQ)#9p|sc^ov2L`o&u4UcOZ0Ysd^onqEwqZl8T>uXEm$n}1{7Q=`|Wc4&lMqt|F4^c^lfssrY+ONWXe zpKF@yrh2so8Ce;6L)*p(w80DvxkKr1FIy6oPFYo0x0x~hL3eCvKfd9BX{_S6E0yH_ zQ}S=@g{OmY>^t+*?74Qca_g80P@nt?EFbE;9>Y!T&W^mDg>nydn6d)Zg{>H-O%g9=?~ZhJ?DmiC(}d zC%G+sz~F(^)0MTgX}Prnao4URKBu-hC*)V^hG%iSC%FaZs}W_J8P{ZgzBz+@5IP&M zM|)!wyIXF<$_i7Be8QYHker1lOF7RYt(F%ZA))h!qO+(>Nuo!Bqk};6LxvfJ>pOU> zyp|SJw%G!7sIZZJKr&_GTjy!(kz&fKQTLFmPe)I)+UCG;{-xYK&OQO`SB=CX^6={3<(J|3>U z6uF(t&vR3p6=*P)I0p_UkgHj}vT7YJncE+Z$7*<03Ye`mHf(%c6K8y^-=-lZ?&!ZWYTRko zU9fbm!d$poS^K?|@m*TmJa!Dv?QH(%+Xp<4DVo;QQap59%ywUH}N(BpTiX8vxQr&H&)tW#jm}lZIcb(kTQyav$|EN%o`;udgpNFR!7GgV=^( z`_m?b5KJ>ArgU9S!@1+7foH=h{N=JC{cvoVO)!JvoE~}6vOMQCEar%-u&cRbtx_+9 z0OL)#_a^^ccqbh58XISmSz-AVcAy#Z=^EyUhFk2y#_UJP_BoW{*;L0YY8KT2zk659 z<6tzO!z-cY!F#(QvlBdSLCFd+omQltkAg|u*zvutpUI|lwM9FbRoQR9(VIdbY8{U@ z2P;Y$oAcivB$1iH>YS$M7>lVgAv#srzpIFkhQnHG$Nl()^IM%GqGJX(Z%AkAB417d z+eYK0ef5nbQ5kPwE;H-b$b!|ec_F%Q0LKLWT$c`*8MB_2JQAr?uHf8Adu3-gi>A$u zGU*nJ4QdP=Zz}T0sUip`bXA8vdLY*r(DQs7yHHCRqxcO=C0#%FSXk&pY}F4G-1Sl7 zOw>JmiR4Z7pOe4$h7l{j(hAbBE(S$A@}5;m)zv!WcdBeY$_!V%JD?dU66-5q_${OX zQ8SdW{P;BL(C@49crtxPrYf4d7C^6IJSwX9GKz-Qe!pdQ(4Rf&pgjLua`Z43n?n9MIGiVBQb#{o z44HYnN5adqQBtZQP)kH4P`I`zlrsQg16ObwA$aeDx+zT1Lv(tFna#>fE=^Y67IHPr zED?*Z#i>aNE;p9E(nj34>caV^39S|jjTGT>Kg;UcTtoImH3?^`WaG)bbxqL z%(AJjy=cdCIg|HAZ)c~?X}TdqZ6AL{kaX!Ne81MN-xZVacvhW1EsIzbblWX<63YH^ zLo9o|<`lJ)9NYK`y_Or>WK6M_C?GG+b}}U7gDVh%uiM@i^|p*VJ%(9L!Y#BH`s$b7 zdGi%j%3>A{5Np6|zlHywB?}I+wh19QSPx%ajq|2Vw}eBJ`vS-6PyQTuHwFgWlH#)2CtQb=a6yOqFk^BI{y#=YW8E6GKyH}c*{J?Pb@_qjqolh}@-5OEh_S+1H?nw3LG;Ve zBa4{sVvi`h8+fqyA*_EClI&%HF9V8LT&{vjlF2DN-zDHSGXCuxcW-#riE1iu$1E%3 zgYf3kjfRvd={LS>U+DtjR8{p>v(Z^klzjE}#&RCBC9J5eFp!(}kvbIyPt#ac_DGcs;NqsF!v_zPZ@r;TBUC2Y?NO1F1-QyyrXAAa86 zaZrx}*e1gWa{PP#WuP!J@aRr?^3a`}v`!UVD3E|QIOPf+X)|C3xgv$AQY4OU8I;bX zIlEYN#q@r3^b9s^OIRrWFf^{oAqQncjm5Cv4cD=weq(uVbT*J)FDf2*5mWvrtW=M;U$}}*Xz3h=+DS!6 zi|cPIRJ!L^U7l#Dn}!153A7J-__6&ZYR%xBYX5LmYeiq$lKQ9Z_YAqk%9Cont8uYK zkB!Sc0A&5Rz@lV2o@d-h~{17;;$Et>p-?X~^ zI{=zj%C=`u{=7d3VD|QIhj|NhcMCt0A0vR!VysPEWw66Nn>52xj>(_}vo(qM)8o&L zJjCMLb!C2I8grPr1Lge^QD~f0Co1iwb^{hQ;Vz* z=xk%=;?sq1C3}@`yGz@rovMr@n+88fj3*gx#3zc?u8Cj~q9C9?IaxOq(-urtehwV$ zu8dsM>x3ch&o=tor+5%T5A_a7WM@dvmc7Ahl4xcux@OY z2&agYH+op3uxpT2f3w}uXq3ftS?|Zt&|)1Eq^s+8m-(i z(!zG|Or-B!PV_`DvsJ6U!VKzgyEOSL#=lbo^8X^gg)s6jFCeLU3)2os>E!SGNY8|~ z&RBq3x)YjxraMuXG zs@`w&HsmY;?K{Xdll`_QL8z%4Xh(EwX_xc)T?;Ia~&(XaLZ%v_C8?QzA zZ&IKLFnIA^k@nSWWb`wIZmE;&sHdEJL&lIUA7kR2`OtcaJx?)n6ZSVUDrB{B>77@R zeRj9pleLmAKcTrVPd!cq0-rcN1-$R~(|%-l?s~S1q7%K9ub_UB@+b7bMn+XXvJ#{? zAyT5-+W3@Ism-X3_C_Q!0XkfiMCFcsPSA$n-TSr^k`}Ug{Nz?S){$(ZOeGOxM*a4M zd(nb*aj(1RMh-hE0izTK{7s)>f;Kq-miRbcN#L=yvDS^f!w#69ct(8yL?za934ieI5eVn>zS^7t&kpxj!mSegKLCGe5U(88?jb-gE%dg$uv>NaBR zrDS4~Tw|Qi>C$*)UH-SdlRFKrb16_VC|_UfPnU~ZS^M|5cm&A_1%pNnK9y7)MME$k zU#k#K%f7SF8&4R&O<=ouo49xz55M{CkJ(rs{*y8Qdx4!bB!%+sUHHnx#6*cz za|j8E0UI2&MpCi2&m-hd2{^VR#J}v+-4;&ADSh~Zgjrm?PNf}!Q4^N0H(pqzjf-Xq zNYOt|lu8aVJ-t-?3C${Z_kS`eAgbP1r&=@*ZM*|0YjSe$Yt&U$ZyCl#M!qUqSy>TZ z^C{Y~mI5qCw;^49nAr*%jot=b?Yn^vll45d9th{C2`>D&et0(HR1kZPnTR-{e4u~jx*3%AHhom^voq?{$f^k#~cgzwd+pD(l zfAQqVQ>J;!py4kFjlPfn^M`rKY!YWiMo_I!Xf9(IjlP!%EymbU#&;^cF{XO-Dphem9 zNI@6t=g*&y@;UIRIV9N@6fH&l)L0P$%5eW??bWN$PEAZ+vJqH9qkJn>Jsey%s06d3 zot+(ABQB51zsi2#yFraWSZE&f=VIaHQ~@n3CBX(aeRi+LeMt)_cL7};AkyQ^%gs$R z)<(#dc%L{#&II&pjx<{Z3LRyZon)av6GM(fvVw$x;@_Qvib}3tK6|v-aLo_w2RG0b z3Z6DIUSk9rT+6j>RL>H_1ni(Sg+RriaqFu~LKjFdH%VI3P}@rFk6Q2n)d7B_HBgoF z+wE7hHt7K^%+zrW#@>r5INkYkaLsb?uya5fVlNarP2Zac2W{@8F5{hJakp+@`=6ZW zfWA2xp#jouK*Em2ZDP=GipjIiI7>Z=19Uno1=?z9Dp(PqNT!y0G@!!U2_C`883Abb ziGU`iWB1p109Qc=rDxxEnM3dz9*5qK|J7CNeUTRb|JmTFb#)U0ruP40?>(cUXuB@q zHj4@>C<+op0VPXlkc^^|gXD}z&Y=mCQ3-}yl4K+aG#QlKAfOZ-cxI_K=Y&pviQe2@`D0)xwXkP|M56&E@REW`K7v#(;l zT|<7~Q*hjXJt?S8C-iP;zeX=d<(y}u=;+c`V)rOl7xIZavdFNgJJp4n1g|mNlHlWd z1m>2!vm4oPtX!~q(-uX|DN^@^i`3-@H~GZJj>raz7!D_wyY_I7+SGPAx{ltLWVj4lDL!_oMq? z+C1aeq$rlQrx=j$domQeN5H?#vkUS51v zhWlLCYyJI}Xyfo(>czqwYRB(|`Mr^R0x6a~l-@T^E*%awJNbA6^Sj>XQ8dWzrIGgO z-(4^@@i#x%D!$~hSr#HK)Ss}yqOvYXxB2TbiFG{*+tM6MWUTx#`HX>d^Iy<@hg{+I zHRJ}ek{MyCr>s^&gmRwN(RZ(oStg`>+#KSfI4$}uJ2dfWTN2yaM@xzA1a8{9Qexm& z!~YHb70P43W0?sq>^s>Zby+^1RX0;M(8~VY!2iec4b`KaQKzNBWl9m zdt7-FhAIxgKyyxgJ-eNFjzjSL8dx*}f`wT8p{_qFBwNp?Z*W~KYyUkpBX_PWPfgy> zG+CUCTNUdv>JaGKKDoVvD0)1o^rzg;9)SenJ5FuCd!4gWqUDXl_L|BYWT&?`Nsv-@}7wr*p1|E_{5eH{Zk@l3>lQKhhzHp0(Ji%8)C-MAa9qiP5<&lB8(t zMdM^T1CqoBNV>x8A{Zp>WN*`$f{=ZfTeu{qf|Qn`;R!+NNSp?$?j9 z1gBA(C3L5l%ep9u{Tz3ob@j*Qst%P~`Y~T<(dtU#^4$VU9m?Q&sv7u1GW3I&w!i1_ zX!%5Y-~KNdYQvT*`kQ!HHmY%mX06%pcZf;$^gNCT8czMN$a&q+$+r5%pbLA%nl#P9 z5~lG{gi^!^)>>_ru`PwTy57WTtyhKx8=5 zLKqsYYmwD7NYA@(m$XSbOQT;qOei?2vec<0+TndZ(V*^3_^(7>8tbtHfAbSATHX8A z^R%a>V{&AVMn6i?*myqYxb85Lk`nY`YcemRS0!8d&45$+@r)FCze^%6FF2GhiLYV( z5}oRj*p})X#GVd(r{H-BmxJ2oZwGgw_sUw14+VCA33tP+_x8?CZ$=quX~b}>8giJi z+&1a=2?+_&J!sgoqAOZJuNqOJu75olpND{7pp1*JJ-z?)kK++b-0}LYd1ZH~;#yN{ zGu(^0XY%^IBB-aX z)<6;ye2XXxr#>egiZlQD0bef3!5 zPKR6KjZ0S^_1iDJ4)tu1S1s9+H_p5rs8jXfGNF;0j^0F{e8Oj|Bo5+5g5H5&@0rcd zawux3Hos0puAx{UV3i+g`JojB-GnpfFAR z%D#g8&ye6)*uUVvMtbdz!AxutipHo|bq>3H6#YS0p#OH^$P^HLp;PEuMlGey_*X z(`ZWPIaVU00f#|X@{>WNHjNSJI?y@{9|sr9Qr(4}9GF%4TCDt;tMUASz~%4!lJ{Z%xAe)B%T9ajID(o&$e;qo36vEnqS$mrCn5QL~zX|u$wg4?Jd01shhdc*BS8r zvHVAiG-0=x_C@@~t63HG!OokW`MnW!XDg%l=^2~b8>f5TAvRfGuj8Ss{vo*u>2V75 zB-(BXfcNHvfRi@tL)4DQhEYj=0%avEGBkg49|*>%kCw^k-4?Cqz1 zu^|JTk!*T-bJR})gUK;w1dNqua%KKJzWgJpz@8HIoxNNdzlcjqoA*1z@2Im8@ZX~s za8~C$7*-GD+`Ec#hMi98vY~vq%eqw}hnB2Q%wt z#M;8|>Py#Z{CBwJ*(4LkCj)5-h#dn7%k?{d9fx=l*rRvSzh8qk|>vEE`RzVCiO zufD&lDHh4v)TdO8$#`a(Ms2Jiu>r{%yg=96`Q~%m^uQqKur7$%U%iD9laOHlhV3|_ z$r}?I5+bgsSl6fcTu7)<@W6$8JV>5kA4Xc;Ilg)9$O;&Vpu^ehQz3f+saIfvukrNl z%&NpHAh0oIv`gJL6J07Jv9+z?ADEF4*ZJ5`6t?2Z79P(M2ErBE+Muj{78=Sgx6zS; z=-zf5TNGV*AfH=ELW2>W)Jx+j?)}={gkNj!V&gM3Bc|!^H`DoQc;_W(t?)za+NTZn zTK)DJ#u)}LiD8a&fD~>Oy6&S3MA8B4kE!N2=n;(zB0^ z@hMVX%!NZo+in|uQZKNG+T1%rf_AeRT;#iOp}0(JcYTvt`Rh4xWOnqo>w#nT;vd?m z27WlH+E-o1ZhtDfJ3=%T7Q=S~@|Q?|rXlD!vJUiKP((7$aX+4vQ;r#?#`BbA$Z=o7ryog)H1PKj}G`U~k0Tx)7- z0$SolC}riTfX{E8TZ)vGfBC(y;>wz7o<o_0}p?9T#P!yiyv^Ef{5z*PPXMZ{PjE zxi_UHpoU!eODVqsnT}?gk?*e&2*Am=YLW}zk<31FjNBpQlFMr9)?1^PoV+>h>7^-a zyM(cqR}!2mL<|Td@wxar#<4AaoC7s?cN6k6Cy;MzwnS30DSpVaslW5ma9hG9PMo7t zS+|LaS@_}@!yeV7_`a%ZdYg{ueDIHvex`c{!WrQ?Y;He|YWRkq*6=Oo3fz7A`*)Rj zMbw3|aJ_qJM0^~QB(#$Y;iOHNNyBSHcU5{$SNeD34_)og^oQfvhSSq}Q#pz+nMm`r zYiu9G9F`+5-w$-ecjSWz8g{H5Doa_b7%+ox~8 z8baX+$nJhC`O5UMaQ}>QOWH`O)`pNm-_aZLdU$6p=`CvBj&Ba8J?L7gkZxSrH@+;{kKOZIxs6$xnL zixLK$DeXRc-F!%pf_D^hj!%xsDZ>e8@bKtb?U}D!2G@+BIm1uYE$xyiq!c&4-IFHb zv&T6En(eNWcbELCB4W4{TA@?)!BqabDS=c*bGy*{dy~i&nNgZ_rpSxHU3)@$@ZjOY z%TC2mGs<^nYO1$Z97D;bsD3lhQ~Bg+ti1Z^w6XP)dF#+WD|%g7gEgi4P&xDGHSe^| z$MdeCdzCW=shx3+aW(#j`^;t9cC+s6L}aQrfIYXsc!VViaV&lK@wu)ygT##r+q*>- z#{-#|OEn{+-Akx5HWhu%)EVe_IYnzT8%Aoj4Rbwj-u<4gj?NEP@H3^eZ=zU=&KBP8i?6o7Xq*s=TPUQF-xFkfAoI0oXBi=pULi(kmo)<1mI>vsq=-e0*O-do}Gk z6m2$t4F^)d-5q=C6+m@Q8V}z(!cPe!fPY8$M%wt!sj7O$0zJK=1`*`foK_$>PxIdG zeOTCSivp3SqmdHfE6=`9OJ6Bqujg=1&MhPu+B$Ys+DG`s3o@)z+wSCDR>~w1J}f;u zL)}e_M~@ZEb|qnXd6YflBfLm_V>r%Hl1p|}diEl4Y z>4O#bGPrlw0RBPkC%9i|3ke&?9|KNQEaC0Eg~=*ka`ww%#SV)h01|0$uTGC*O27%4 zgx%mDv)+6u1b4&3#}96Zn|5UeNAo*J%-a$)!j(uw@z{xv2K~8g1=&Qo6mH!g=h}`> zL9nmW>VyT6BA57PuD`geK2Np8$qo+>FCZa-8nB|6lnJm!<(k#9`gS5PJe*DtCUF~o z_=7@uoJm)>-vEDAQU99c+O^1%boYaOgMoS~Vejg(n)irn`*I`iVzv9hj<%Sns6T=Y zW@(i`;WyjG)yu3|l*=J~xJ^J^c|wUkZeo9LhlZAxwu%k^&NWW6+c2y>&C|T=%a9MjKR7M{zHd_K2_4B!<`6j;ZcTQS$2N@{&VP!e2ab_B8BbN`5Y_38!giy@ICGsjw2~jSzU#>pby@sJXehowsU(8OFiyo$H+!g6-zik1mDHM{*d; z{m0Kc%ls~Cb*e>}m{H~W*(=OJ?2UIT7>kF!uSv4U0uEdQ2%Xf%N^UMkO?CC1=MxQF zgN#h-`5d$R`#Xy^t5c7;A)EQn-$URRA{HWRV1U&CTR_5#7pcJ4I^y`LgZIJv+p}5O zMlCmxhv(_(8D=6m|BppO!8G^=!Lta0A72Y=)pGsuV`^I3H@))#KQ|}z-L3pYJ}lT; z^Hw|{BS`uE4x@g*r|yn_-qU+e)5N9l89-I~$PtXG>zkKPQ9Qf8BaqRTo666OmT-dRQJQ@8EuTO@qX zK7DXr!2OqneHPt;?$Wpk80a!wPhE`rKHX%Dd+F+YukuV+R!m7FEbp;`LAUo!f(II~ zuV3%da?U`C!$e2Y-zP_2k8pYR0>tFXhtlo#%0vVEiuuVCCy+-=O+!@th(*yVxg+gxh9-)aE$5)NdPa!F3Uzk9)ovA4!V{k`( zF5LE(kW?DxAaGjr-Ih+0SIae`3e|SQeXpvzV$xeh>CQK}gAM{mYNn;FmfOi6E}FcU zJdgUt4rwN8U%%_oy{#76PZFWbFq0Fw8@=7lC0eri{^9~vPWOEm5?=fCf39&!N1#oW zlJ|0r+kW)fw3*2Lxwhw3S#j91LJej|;29*1wpZI^Bwn7xueUMhT!l#m5jz~e7|-Ez zu#~LI3C8?3;zps=JtKH_ow_nL1s2=lM&4cHV(xUa6D{T>fjg>gADco7uN<%dL1155 z3)Wg^(dQ0B2E3d!XOYbp@fL))`-;{xs;Wzym5UL%pE3 zIZk*bs>-H0_8#|siR+HND$XXcJ72_);-LWcWOAxjiId|(+mlx3sP|j2D>gL9C5m4r z;kHTm087YAAO_OP9Syeu$4RmNDI;q`TtdC^!7V@aK8ny+6;#2*T}SxbQ64c!viggq z&4=%S*<}+G424ex6#&N8rL)Lb2kw2>vFeK?oMvJ5QM?5zaRxwRY)z$oWV>;r+=UN} zwV&@KYn2q8qZH8Kaadrqn`vjAOla^C0MALs>BP_kKqOjI6&dL0{Cb%(b1%^el8ir_ z6DqeuHBq953~#`xcWIX&&>BX{V&;4DU~eQMI!7FG@{Lp^XD~Dqi8&g#CkNnES9hDZ zC&^ZpAo2ufm2QhuKnZ+*-V{>atwy?taeE1?XNq(f3ctJj;Uo5*3ftmRna7@yA3-f5 z48+i)xYTFmWSskf8+gpWZ`!dfmCP7feOOU3UKe_0Htd9=F0n$T>eX!(4qK*-uN_nb z)+bMd$|O%W5?Y@mGO;25I(r)R%o4uIZ9+H(m_Vw5)f=iCP{f`Qmd?7=M z^y@LZ&1D*%C;b?hsruvbaN$gy>u^5gILgE&oM9pzhqoRHb zSX_GRMW@bF1U-&_Bo@hOt_P0%-F3I5BJ}RpL*~&o&4+9vjx%I&5Z*%}=3ScY`+Y*x z@n^~0M$Ol^;I-6W9;?A}H+|BnST-ksQF&wUWds6X)9O3^y2#wx4uTlMk0B1W-8qJl z*ayh2U)9w(bE^%A8daEpGA-){`#&B5L5Mg0wOWrO$MlB2KHq92`fZYoign@Ui{J=p zPE|}Bdwz=IPDf}r= zdT)MSYN$)uaV#o~(yKMe`kIE z1kfgxmEkA_pJ&Rpo)JeptgigW+r{e>A?}a|V`4D9xyJ9wxNW{OLd-8BAson1=fc#n ztfm{CMju1P(LUQpp#+gkPj>iz17TCjv{Z$-IavbNpL_W0RFd}kpNm922RBB4Ow`Sl z2-D1fjx^;MTUSkyE?3|wC7g`@{DWZG*TM}a&JtHIkJlw)CL3F^Qjsv3a@Kab^`YCr zo`Y(x(POcHrEh_B*2&zaos8BzQ3!{4+3A|5^5ozLNG|^CXK*kU#dzQgt{rZ0b1&2m zVz6WBLGD1q&-eSp9^%;VaY(`lsSCEc7k-^g;QRLyPQRzRKshA|ziVjdi8W5+;Q%uO zL)|&`KS__r$J^Ga$rX(S=DkW|^N_dD!z?W3>EXjF48ji^4FS40&-50r{oL)=-LN#} ztPmuHf=BS*zWv_Ildr2r17LWLGy$c6OY52)xu$Y)%z3iApAvljoJ_VR=x)1Ne^DNi zDJp0Uz-GQ&abB?cvu@RLdQx5K!M^jMOW$N;l)<%r=x#bZ-jolwu+> zsQXg?kt};fd`raT43s!W_6FP(K_+G(2~y4%wLFtRe}8{X92A*{$B~OBYN^Uu%#i&q zSN$Ht1UJ>j4G(SS+W>)1R9sx#zFIX)i{F|@qA&E2W3`E2%!=ye~k7~^Z{~sXfT`P1HO?B7F1imhL@+OD1b5zlRO0m zYHAUTnneo80-PQ!EBl8Oom%c7_~)5ih>e>7a+0ZRclqsu2M@x;>){PW#thvhBfylM zjDkCHxGjh`LPZgVy?0Z@m+>7GtcOSP12T%V-0ZORg?aR3i@nXVTA07q|90SVyVhM2_7oQI60-`RX{*MEBJEWw~U{i z;e-J)^#64U+ue1{F=+Tc&A6MHdrua5eV~x~Z?6xmLTY;Y)aqX2`0M{#e6<|yl2TH^ z&CSg>ER%W@5)*@0fBn986n!|M&mn#Z|1TTzLPGZz!q=Y{*o>|2{qqqaoL9s{JUVg$ zpJ#j&D@f9X9PpiFFuzF5;m=Ek@{T!@g4-cYH;YLo}QlOE|>cKFHpDN%VK_h((zJb z;pSEqfEsFRsfv>3=1t)nH*e}sHOKw8yHP{NV=F4Kw+(yfVW;F^aH4iD9GO2Pd#sz;p;lU@1wS$7$#nL1=f&F0c5Au+K*Dq9{;4h;25 zw7dHI#He5mD`U@aZI>l4m$eS%2@F1a-VuNAaLCsaF(H3GBdZoSp{T5>PtPtaEIj`4 zEi+qxGamb&`+nRu5nC~QC#u1YLaO9)h{Xo%MM103=W}={+(=|g!d8v4Qs!i5i|c|< z`{6NECX0dfNYjsyLdbC`BIj4ypT{D!brZp@kmCu%ztlixUWY6x{G~?*LZ==cpDrV< zdWT2;{eM6He?9Y`XAo%X@K8r|QisR?_Dh4GeE$6X`-5;c{WoTPg^yvfV6IWiede-V z8&FZOESG{o`*^hT0#aFXBh$kciWk@Gxc|P*3BeJd8+v~$`q}+_v+f&6kqJp}4eYi0 z019O5RCwQ5T#WY<2!s-AdtBphj98X!8@H)Zw=AKFi;G)^grg3htM7@04F6gXvWaLv zPS+|?GpG+cToQwgB)_jk2qKGex(d}P0do=hNBIzX@v8~<_rk&}ml)X@2P6|LO*I0w-f^4Rmsc=wxN^CLy`DvRk znXa9f@6M@mNe3hO=$)repW39$Ux;#Ef%=o{xj}|n9x`O2lIMSsygTyUpeQKhXTIno zOwR=Q?P03$cwx0aIq8cGJj6{d_kas@68Y!QdGfe7|NK*r(SGp2bL$z@Q12V-wxDE` zfNU`l;0QM!`G(8=BjOSP%kLliRuNEZocbM0KBgZ(aUy(UMn^|y0wV#aQ9@Eu!`e!NX1nVMGm!xYBx>C=yTxPC%1EydaoRX3$& zu!ZDQ!KHHVXHi-rsISh)g5C{XPkP|(BQE+&@E$hnle}ekCL?!r2vsIy0aGbo+d!D5 z06}4jp<@hWI7ie{RP)V9Oo$cUsmfkXdRQTekM=o7a^v&o&u$bZqZbTit+qTP78oxY z-if2_I`YLA<*{+{S8?+bIKzp_+gE>n)`^+xwU=dU(*~$nm%;G>vE0mRFzti_ku=FQj-*u@CqMHcm1rb|) z22`dt2YVY==HDWbQK4KYM||_OW3EQHYPJE=)~@%KjN6K_si?zLIiOQBQgn7hToCD zb|DXPpa>4*5uY3+Hq!e(NvcpVO3fW5VVmFc%61pADV;TK#!V$X=>AYB(MaMJ;VI%B zG2g!+X^k_!1#c+5RWcCW&MBJ3`Sp=pG6<<-45*Q6DP~d{8Cw8Fd1Pek8_A5RcCp&o z_7vR^V-?4h2Cm8OEPKH&S#~O_ZjT&?tSnh7HeJC zBe7ZJ&R#EgmuZek&vfStjg`ynd<}#Jk;(?KdDdI)4pY>pt;y_BjMg#BV#+K z7oPi?juGmQ)UfFhCDQg;gN6cGO2uzD7CRr17MM<9_WG}_*LV*Wh%YbP3=EzQtR}tK znr!E4?5HM>cV>xy<2Eee*f;}G(O3UmWi98}Lg2{NImf5j7Wf=c$Nxjd&F0+y^3?fS z$Q2Tx{A9D}E41N5W;Dec{cRQlUevX^fIYfw(>;OiGJe%LpjDUUsQe+!eOGWoz0e`SEcQ& zH|@YcGq2*EJLmTCQ+eQBhmzgAC-I(&c)=$d;%PW;JP33k4?&k%1nsGx7tg9Ie#1WX z9VC9J;Op%Q0Q-bMQW3$;YS6~k&vxlC+0y+%I*m>@^E7JoRONP#vZeURTvggC*P3Xekg!Vbre=S&J6q&M z{qA5^;9bM0@A>Js6iuRyREiuV0`WNV-sD!5@q|AT>-O8~dWUUQ@QYWBhUY=(6_E;Q z=Y-OQC_xOAl3qR9k2{g*M_=4L6g$T}SsHQlvbRN2uc@+a|6tAihSav2zEiq^W<;33&CX1}!BkP}S2<(UEV)st5`RRkccQx9&Wt7!V-%BmYScE$fYFr&Wyv3eqT7FP^=RaF47jcUuqW$3HB8cj`=BVx9O|gI=)5uNN%PKC$l)kEKowk zKYtjSJqT+g9fE7uaTVg)$H3dp6wf?w*`{B&w7Q@9BVCGchb5bZWD*VQ+8g=x=we>uWmxnVN4}|%WvMm z(e`~0_e5L0%-%!`Hqb_Wgqb^cGRE;v$IRBX@4*X!kIb))851Vt*5Q<%sO7Q-aPGBi zabC+yi7EM_8v0{mG&_cnX8z~vS{X|oKK>1`MHL!m-G%!Er%x~}qS;+Erc-w?zwy>h zoN-w|&A~KK*Zr0}OR4WJw{G5CccFG_R|>tzdQ$ZQ{th)Y-vjCC!6MnJcA=b=So`d$ zSwa1EpR+XiivNU*up3uVaeun0n)>LWc(DM}vRTq>AzRMaq=Q>H5gg81LLO?h{briR#U7?t%!q z`|{5nE99rBvBl9)|D?+(uBw~(u8Do`_}DwDV1d|DplfexUmC0QlC*VZ^|;uFVrfps zeiM4?yk$AzYLmP);_aXK>OVvm87juIPDJW;dGC$XT8TZ#voapYd!5TulH&Qub9-)m zz*I$9744jnvRp5T38$JNZ#1EK*UMF(<2D=JkYFEw8+re`%l2aR((5?-J8q`>NUT^a z5q4$Xi)*?94BObRO9q@4mn0yA2sgZq6l2=={$lU8_O}1V-aWNX@RG}+Z+z#d5aW%e zY7&uW0q#yqcDpY?iExy$_4~?^`SvCtNMx%2qjT zC93jD{{G9Ck{I&0ja)IqwQQP=XWK4StM~uN8`nM`U8f9>`RebiUOf0@ND7JS#7V$A z&)@ptg`5oz52^ph`ThTsqT&Dl(%(-H^}jB}#I1fSvtU26fH8#!OehqwT#%F>|_l2*XI(*c}c|E=?dzIExK$E;+33H}z9(lX{L~3(=28iILk@>o4g;MxE z@bnUWX4EZ3qEokcfk7$VAHbBb8A*m_1^jEAK?pVZU&jv_Cs#UhW^5QfTP2 zelpIWfpq2ZWLbTKnn8xVg8Tkf($>{$*VI2^{uJ;-l=)_tat)g(Rz4rnNpD}juKC

tZHjA<5H%OJ>vL9z`;=eb;WR_;X}a+#O7|4u--`DL>IkLDjMUD3m6&6r~zja?})_d^0O=)1;8A)iS3R0334`guXe&jy8H9G2xY{1rq-sI z=I)o&Ac>b`|5KR?d*=OyvbSN9pH#ym2aY~3U)q>$9=@}sR2pZ%y?e173gCMkKpI&S zgIGiZ09O6-dPF#bAOpw*W(k)}0_#`ow+lZMxf#B``;uYf{Lz2^_WWr#i^T zLSL<(xh|YLL;q>VQ8h76~ieMqCna{Dk^C18; z8)P~E8oEbgIRQOp*GSNofA1VeVmQD1;O`3X%OaS8m`UKj`^7ztd*}el^Fk@p7p*g7?MY5xWeNH-7)|e+zT{pGBA)hFu9&Kx2<=+U@&^o3F(1b zcRKEp%=n^i=g%+oFN=-6t_ng&L}~+?U7Nnp;9wdAOIH;U%#uV3K9~iW-wq?LzQ~*y z_xLkB(*xBRCwvN#xIkSzhO_L>*0+IYJKdW2R)KSPc$ju91IT4SW@?WhmS@OuB;9Fk zrZvx08N?@tii;83effCoJwxDuq>^!_Hck>2udp}(8at*xH3xjT`E|yd~8>bOlQ z(gH|Zod#hl+O{I2s z5u#YP5l~7BIiOaE?z=&-$hH|5cLY@y4F^YVwVxv8WTEwFJ@>{;N1bOpf(r;s+j@-%_t_UXuwu* z;5n8QR5o}w(Y8#?{1#SLjcR=OS2IxgpAgz_YrWU9A+HV9_OXs*s6B3C;9H_nq{&*U zQk+Q#-O($5UjoipFfjgMd;x*k#3Utyu2~dP4X)V{NF~lr7~p4go{?O%vy&Fn*8G7v zZ`sAo)dBBa{jc>tTi2+h?7N3uuLBS`-q`?JTt}Dm;VIZb>c)Ol$ukK~dDPLY=o6&Q zajCO8+ih>#K%lvARUoYuEg(>;;&)^phVvfYlPAXjPUIB+ns;A5a@fc#&f9IPh5Lr0 zf`UTyPP$HiCl3z`cEiT9CrtF(+OwRAjCPNX)OAKC7%z$sXO5knD~Y)a z`w+A|{L=!t&jT96Q&y~Jc0UX}PZm%jug!d(PSDikN01>h^mkYM^f+(Ad9lPW^>p5g zmWZ3Jq1Dx*E36>?lDV}EYO!&Zs-i))1u36Tl-xGdRoSmzonCnydHV9DbYkTg0oQsd z-c)cG0?EG^ypIN{jFgUJ0Y?iu?#R8AjB=NsJk>!pUfQVX(>=TQ>DI)bjrh~!saxmWQ{K6bef~&?LcmS9s%T&2RNFY|O zmKYlqJ*|B6G>W&D;LxfQewbMTQ1@PHGHDmHie~8Bszo9fj670~41hqc!D<dRY8CCjx8v{vmCLZta7=yBL=rR-)PEUolQFLt4nUdm+rTJ8911iYMqwDf#W z=C?#nEr=%JDO2s^I~$8!9ZATZ^_=PGVFMxjXrU8{kk4&()=J_}=i10KF#6zMqlFZ; z?z06jpY_f2pk%D$IA{@<))a|cF&YY22afm4dXFiVP{GG**5BT|TE4(S6F2nY>=-nj zGj(!nL#Ot{Ch(-}J00A2uAxn+K>=KXr@j(DoTT(@X1+~Ea1GbUJ^4YmT%v@)PhdMa zJW1YCtv^M04qa{D^6}yGs(VkYo=J0FJo1L=KM47>sijwKNX`(pzxCkX)XEW5{?Jn4 zxNIwh^)7jc@zn8H7ua^YfkifYrjjH5&t0;uFUcX3|K%!qFLEv5A2@7j`iq| z;BCim2ftl$0WCSc_|*n79h;%AMJ|a;Mu($Rx+wXba=S$=K(4@M zH3VZZ(yH2YLH5Ejh(Q`8kXRjR(vcc&j?}^I2KBewM_=;G{z+tqUS1ZRIb<$~HQhle z-U^ivTcqyFun#5Yb8wC8H}KtvIoK6pF5P^JXy7HAja!7Q09QxSnp()xOz0)FUDp($ z6R(I-qpv@A8IXAf3lFo|`nysTV(iqgfOypMo{?Yn{kB;F+gX}qp2vddmq zw5s*a@TItWu$)@_2sSqj22ZS$Don)Cdt z{*nNdx&gUu$cCNP++LSR$ zFJ^QTB}(=XY+1HQP=$=(^=bS-(ttQZMKt3M_MmgzNf36FCs%sL`;_Hl%bVwIcd~7O zpEEoakqQyPU^CAm9FdTa6V92JPBWbFBH4`w)2@JZR{VNbQkRpb zysDRML-h*#ToCf;!Y5l%2QfVZg9tx;)+~bskLHoA(Funy*#hS+)w)xv4&Z%RCVx7R zsmWUwb85G#6QWyb1n3&*;yW|dBeG#z7#BET3y9o*C^Q+a0?3otR2!t*1uRh;_a>D- z(Z-)Zec)?OCva!@1nD(qS>SkA3$Rx^_(Oi#FIYg4P8q zo&)LE#9)uDs877<2?Gm|yfo&(Y+wU6^B#_syK5K)jr=Hi4Agkb--%?xvZoQG~4b;~fpAV*9Se}SzW|^jaRe^0x zcoR(Bu_-y2<`#@x3%1BYyvR{UUthj&@;)-Kd3f;ogR{6G&bFm|kUz4ox_tFG0%Dxu zjg_mAd_#MQI`a0B)xq7<=XP2(T6Z+*K>7wOi?W*{xmc>YM2b@8;SQ`5>=4oz3fC#xrJ+jZZ6MvnlC8ais_h}?thdFm;v_qpqwNfCFy{v1AQ#gWfE_^8sG35$!7;$H=+P~6>M^| zJH8Ocsw=6LP-zKIJs4{88YuJ{UTHFUGDxzL9gSgPKvXR{w78BZt!Frb1yaD%#@IV# zHskvC$29_ujMW1KEQ{HpH$92k6)p}_2h0CzN1bC*i%;ZzQW*N1YKlHK^%gzW+MK^4 z)>oh&(UHnv$YoAvKJ%mcTl?s8uP@QyN||c0oPZjxUEz5&X`ARar!f_isfdJ)S}NmU z&Px`cC{b_t6^icW4oh9%{#9{aYAR`X04a$dc8QByqpGl3$`F${6{xKG_o z&`XF+m5Oa00TKN5ua0~c+(Ee_t6V<|3k%6s7(;H6hbP?R1(rT4-q}INJ8EOPt?H6& z_Z_Dr=g7;;%zHUo46OjU8nGH%DO!C-eS`5qxv(qO>*Z7G1cHM(hJIVg;}tkneW?B( zq755A+;Au-g$$x;99r+A+u!*TJ1EugBwl{&RUhe1TlMRA4+=j#T06aDC1PUQpY1~OT?I!QJRBK?E;5hF=noqR<{`xv`auCv% zaN3G?cc=JO&GE=19KjL3q^&tEv2v3i+9Q20bfh-a*GmGd$J!A-AoV<(f#cYeHR_=O zKZw9wnFeKZ$jY4oFaO;E5gr4`RV|SW9~B7+$#S#sc`+9kmz1b9VX~2Wbe4K|Lu4?` z$hpkEK_LKEw?-XkGG3fJPtfSr77Dle)rCFbHdgM4a5}rQVOQi09k_Ypf^pT`l_y6mv$vx=&e(B$tLylYli>9G^fr8M1n;dYWUMYYaFqonND3XSsFv!U`&pN@M=^Cvu429B-CwUf;>>V;8wp^_2pty_^)ljJctZ;4TH6 zAZy}d^@+8AgrM}|XYbL5P? zFw3{35N&s+tjM5S0CXP%_y8U=5HLv~;!o_OIFI`I*a@p%eh}?esC^%^HPxj5aGHp?tb~sfexkkJWw9F3P$nM&@u+Hg8%3YYIj-zf zj?{}Zc{grUjyDFD1+GUh&yvrggQn;!&uSmy?ax8{hn4=y`}F(i@H;v$5Z^W@h$SJW zvCv4TKUN*UoywYbM&2jb589}lahxYwF90!sMO1X*e2zB0x(`G|A~Ow89=o?Bntm%1 z_6XIgKa%(A318%i<4V)4@{AMTh~Hrl&H91Y8mopMj&saN=l`TEx1lHA(R}B11_ccg zVRi0(V=L5mR&}>3Gn1AMyzJaY!*}=l@#u;kyAX=cQk!y!q*dsIPMxg$e`_Xr+cq5p zykRZ0o=D0%vWbb^a$6dJmJHlDmg+W$Xf82A{`&166(K1ZK63p&)R}9~TqJmhUP6WDwh+J7YM_TfEf78wK`_z27bK6&c=F1VGE?kwo9v*@uytK(= z?b&&_jJ_O+PD;^0j!=p6moKFdmnQ$#vJ{y4e$nVq?t3Vwk){8J{h!qc?NpP@4&PRO ze{Se3+>}@aBcbrX5IX2zF2DZ)ZVk0`5&;Fzy`<4cd!tLzp#Z*qarKG!|hTi|gY2-h8-Wbbtgi?!n0DXyvqRZAwzK z+R!#>J`}+R!EMsKQV70IFU1S27nG*-s>k{i#_o6j1YENZ!N0-r?lzoU0nV9Emh#_2ijGLPDpo5eN8b9@U{9 z-hFS);3`lVvxt|Dmw>^uXN5Rsr1=@v{Y0VVOnV9qrAOqK?PP#8@*k7u^rkPoAfMVKjRM zCtWJz6vGh7J;JYmuVhZ>Vjr&U+_$oc2-7nqSqL{7H*>HvcrXUlxj(=OVjyeIHSLmy z)GnTH)*Z3j0~|GCOJa==*dED_ltzb$$c2rf+06H_{e%xMBMquRBK7ob0AN@HeH%BB zX0Mr!w8$N&)hQ}q8y%zfrUY!Y#l*x6obl5@cwn5W1zqq@Gru9Jw^RfN>!jNc62oeE zj5c#O(P%{q*VV`J-J~QW#@Blv|sp=J;1H#gG&ToT2Oxt-LjcMc>bjfMYP*+yU(lVbo-Jx>;bn*U-sX62)Rh|~gZm3>X5-@ez};J}FjU^5Pk-^?#pem|%hiKo>R?f5LPdeBsDkIKP9fCU?nScR@oTZ@mev9+4;;(2&!LGBQF{4Nao# zeSK%pgYE~e2zz5Jpr8QVD;!i$kQUxD%c5yoqWylbjG{HlotWB%T0B8Kn4UYo;k{e}u5CI6U zgN6O=^sY5u-i15Q7oiF>4RM8r6dA09PYf$3>fjfPIEt5F-*BHA8%EW?7rs7+1 zpZiz5ERrg+?4l(ymH{V?TU{J1Q<+RsjKSrBBY@2KTx+6)KJ*vUuC_Ze#mC1tNR?Tr zaf1T2C0x6j7wYl0M6F}e6h*H+y~K$N!_a^Neb8`_?@++^C?U zsGx|b6e)rfkx<8Jmf)GjNFD2 z3WOfB%@Q%BZXjT_kO)Gn%`)(7*L?Z}IR03of_m?&?T;HisG_Q>s%Z9ug%cI)ea7?W z*B3}&11)eUibaZ&`U6c%`QDmJB^cKZ7P3sE+Rd>K9Z%%ceyGBR9_9(_5YS|nz$~pn zf7G>i5zqk-YsSptP5Sbrm}On6=FtZ1d9*t|3davVUHZN2orw7^LHH7i-UoN4+=-%> zXrXKFEy_06>Hx=PEkXuNTU4}()76C3A13xoUvGxu7*PZ){%|n*vP0R)>A}Hnb8|s{ ze0b}dlVYB1!vI(CL!(FdYUpETaU2QJ=c_&uuw_&?rK8+u63GXGFK>Dpq4b%0d-}rH z?e>{1Li`XQYZp{-TLmGtvE)`JO+70+y8-U>C^<^Hq(xS1QGfSo)mn|oroyQE5qvu5 zFOEX!D8bhG^ZVur9cD=l0chL9B6&Te#L?4(ld(t(BXJu)vW*kgjAb)HA&j;<^HXT~ zTaR?L*XdtHaoN@c(1+k9Bvz@tgfd)(K|U{%c|A2J%*@g3a3BNr+4vI%f;aGwnh`K< z$hzaG$HC*9{$;2U4s)^=u(_jp2@-#6Iesl)?0uZ6h1DSA#QEw-w73C|2r|%LysW8s6rx*O zFD9m!=G0b5HX}XyAy9MACl27f$w*=dR!*ULU4wk9X%I&dYlCL8y!mr31?TsT(9_0= zb~y+=cz?%hZTWHD(0`duN)=v1#1hx2A0F%Bkm4ZEYOp#)rYrqnPnO z!O#`w=%Ky9W7ynd;ieDcxCGt&j_nB_Q+vi2w#O-s{}cH7jBRT1>bB2jlm6PSZqQf6 z?tl_?qXwgg z+gZB08$Zbuv}3?C4RyWrMJQeIa@yKTmWeg{`Gx+u#kO93m%$kI>({T55vaZ(gNNWz zK!?{y_$e&wd^X&T|8CzDr0D01Nxm(B{kfV75Q2YR=H!Xj+v~ZW-TPfgF#J1tb{$ri z?flub+}F7Q$-}~$-S(oY7mPmu7HSpm`)*UcnF3VgxdgYu_E^horMwWV>N9~<*5e!r zr73qa+P)4e0DtxT*2FQQ;d0JKlmlRc)^W0ZW@#1Od*IG zZ`%i|oEr4JhYHG?K(lN<(35E$ec`L0W#ff1MBxX$lpT3K16;UlaRN{t0C0FmSGm0b z67X3@cssC8BiXoUC_w%seB?gLhx(j5_pyJ|?-x{xWcIcwj(&#v-6Yk!RIx1{X3&AX zWEkR-Qf$$c$&uxaew2Zd09YPdce^&drDYgVUy0G{rmd;br0_T&v!vq+dY@!PO<3b3 zV|u14`F!JbEKrD$QZ% zmF)>ZNVh{#diU;SKFxM%i6^zYBn#=8Hdbt}*DGr}Kl9WUMIN`E6PPXBdHhA3 zp5Dm7{U$D}&+>8ApDIi` z?{d0ooY1?`oX&cD|MhkMsg&JA3S>FKnx^n?j?BRDLl0PqC1 z4u0?iBd)Ilb|w*BJn#&yJlt<8}3fjps}kX02;PBwePOe)^*U=TeSpGf_~motNR$ zNg=q^d2|u&?}p%;I1uBZCz~-qxZgPXSFU^w=-qe3Kc}pM$}U-&Q;O zlNvE&R(r8HAd%{wWQ~f+Tvs-^f4QNkMj_NCF3gtxN$dOWga)yq zJ4ABo>;w`$ZreLBLa-R^H(XtqdU1ZTJ9#c4o;M+y}B3X_X}Oz)>DQ?RIT*-!OFA%7eItwwx3eE;M{4(r6KwekZ60L$2JOjGB%)>eI5A5zr_@KLMgAd|mo(t~iR zepfMLJk-`NpwFuA?k@3;S9cc(0Vfn6V6idv3&AV-F6UILj>-8Lrcpl*vEN9)o5ezH z@;`oNM}bAUjn+W+@DJkqTAiP(YwwguGjnN4Zd1!Ln4HSR0JuVe4ooZS5ZU{P-ev6P zuXT4sa)cp1wo3Q$lW;2I{<>ZLA!?(0X#eOQ_>1aEyCf=Zb=?@Louka$ z?kh$IP23@d?oJtl&ytd0{aV{yfU+z~1^7XM|L==Vy@%LUrnwWMjQ0YTrW|SBlqtE= z7)K>8P8)g8CK1=6&yUnvjG+Itw$vx3EbnaggV$!N$w+WL^5gEqOJ3E_#mLuW1-p+!G_pJor_Q8M>h9E_U^ z@2PN#+NQQ@-P`tqbcfhccvSd6lK0;zcUhx3mr22mtIqej#C_(QoR1(n&=}WG{Jqiw zj-{(?@!J^ph?4Fz9ONuM2DgE8=w&f;XC@|(dSlx}>vadyNbNDyPdN2q6e<-0kIWWp z422FiShcv&v|@8eAuD^2oTl&G(@3KXyX`bTA?c{{rMIi*^ZS8-sLu~o?R!$w69NbK zdC#_BGaV9%%znG{^U+R((YxowJUcaw3E%e`S9+y-pUT-{f1mNCnB_Nb`J?;H{pqT> zg<8+jpNk)D0!Su$_@Vbt&PI!`CK!FEB7)v(S$~~F46W5+m*G_(BH%<-p$8Xhae$u@ zn_aNJM~?}JCUJyWVEo0<-^m@nQ;A4@v_9|j(r>7@yyRr0Dl0a1CfDeV_M-)S;J`KSkuP;ak=o`%6I7Ll zHJU4ATIroyAKcO`H9&^ZQU<|~ZNCs&CyWhWh)s%yiqb~?RAAfU0G5R_9Bi4Y-e7-n z%K+C1PZ6s>5O1uY%bTTo1Eio$-$k__fs9G^`p$%yIp9F}PIet}ZOns=a}B1-nELq< zyDS1=a*7(fnC9J4k3J0L3)IlI@)l(_&&qFgiIGu=*g#w!i63$EKbD=~s-AjWYE8rU zBp8lKPyO>8(9z7k zJ7_T<0$s~#0Rv9Dt(1<`X(U$-wh+~{w6w|fQDOREk-`uj)dn+Q=AMNz#@Vbgy!7kRU-n)JZ6zuTitmx*8O|v%eWSv{!>92C zT}YCJ)Hj2ocSB>NP|2>BLUwFs@KZsdlks8Dt}RQeEMIW0 zBw!~E8GCN5(_L$srD9WQCWFRT!M1dMa2#xIiRrAKpde-4a0h_KEa-^pDbgN4V*!^E zsWvaVE3}xAVf#L2UeG3*p4qoB7z8eDdgszTQ*g_RD|Zjt2~47ko&}#Tun=^!B}Wd| zh`f0CP?g>N-9Gj^KMIKm5J6E9HXf{%wRMzl#7Vi(@Y1cM@2&f9nvCZTe*a=8ntOK! zkYg4ZH_hBglBHlqk*%d;>{jfv6M2PA%K7K2C0=*Da5TZ>DUHmpVJ`K6%_us%bPm+S zO>1xWDLGoHek5?iW93x~)r`EDN2R z8=5qIVN}cYRSrL&csbu!U7_f#YH%%%yi`_EQI9!mZneI)Y{SWk^8~35$s9CB?vCKq znq^m{{zCM&&bGS3!D-k&GE37zYTf#jgpH?^-Z>; zc!D1sfcW~f@1r=CJ-~8waNLW-?3F`D{exJPfR-_LHlq(PGS9ZIOYG^Sn}PFsBN4+UW6UwDNPNOE=OXo)RKHzO`nqYpHU42H zm}a_03+r0GxdBgux4pei7O{xDgp;m54hC~52DQEwlRVY1$?%GlXRZ*SdE2q2DPylV zzCC~E`-iO+Eh?Ab#2g7SqnSfzf$`AIYyR^cS$ZvlwOFnDrxR-pwkZ|Lx8E+|caJLq zjaSVX)Nk4}9JGxfQ{=KB4uB&9Oc`pNg(t+TT8N>UCE#t>iv%MLR1@NlA80*>^{`2%5|-_cFFQ^(LaJb(u_t$nt=_nf1{;CY|K@C{z2})Fr?kD+^+>0~{ zPxQgza-kF)5%u7uut60}cjE=g0q)23m{qIn+fG{`1U~~(UM*?fG1^ywFpi(KF{*&$ z@C9n{H0c3W~dVLooj5Z)T3+t-GvtjP=WQJHA6nt#vl7<6hj0p#?|`;J!`4 zp4pUCTzaAWdRWt`T-qfQ?ra5nDbGTWcJ47G76JU8o+a=zVk2;JzkjS`l{{x?|#UBGv$#OonU2q{3M^ z3g@Im0$C1;I*=k7;~W+FY&#A=2)IMjXctDM=B;Bc*6RARGS@djP?jFkzv4Lzu%*6N939$DF<&cmo>?I<#-aAe zdV1b*#G=irTvIq zTGoDE_Tm1czkPu7Kqa<+_$mZR45~OP&?%ophw~mlH?eCQ|)*I7$$Lj z{Hk>5yPW63w-G#*t)`00nlh!qcXN_cXEBp4&)9fF!mWdx>^mj>YbQMpobh~hVu`DU z$%0_|3#)I6P91s7CfImb$3hjIV!tCQ4(-@l<4qgcicO_jY=7LA36lii@im$8QTIch zeJaiq-jU_{25%mk(#}mp`gYHZLL03NbN7kQU?p=0*25VzE*?)Zxhf2e;rPbfJ(c?#W=Txq`^LiGdYnLZPEJnHUy}2(>grhiP1RD2c`Y); z51o_SHb35r<6v-TJ33ip4!(AS(;i^PvC;W8s-+~uEQdL(&WSqC?~b~dc)&m=$8-?|gem zBI!an(E@BsDtGP#B;M2yO|5;1i5vy7DwAkWxg*@z>S*~UEGt3cS*TRv$3UE9K2az0 zZ?`vnrT#tVX~cr#Mp7G$ddEWzA3Y75(H&q8TYDEB71#LzUtOPC_{d~lg!%5U?^w~HCLWlAw?6_Dw})0QfN^k@-_q?^w_lxERRO?X?CSxg!) zfA@(Z&Ch#jRvTGTRzC;E@kQ+byUSf0NP)`7@bU7hNB0Q78#HQIOUTh3`VZ&P@{KNS z`XuiG)XJUq)K3!6YvOl|n+2mL%7}JtoN{}qM1gs`hVS2y*T!6c*VfGh@{e_nv96@e zMWck_cfSFmWDv}wABw+rt$B<1Wnju0)b3yJ)%|FamhGLcqs0cP#FHXzb8_9xY?5^d ziNXGNNcB@ID6K_L+qVzm*5gy&ha%y%I&kHT5M02bF5S85IAHj!0}(sg9F<>?BgcVu z_+Vla7WHIVLQoPu8%h6# z>(=r_3zPfhr$@LC@M?ygyZH&R(UV-6CGZ_9Z( zi$TyD=#;I$)1p^XN8iVa+iE`#1b@7QuQ8-c{=nyQF1@pX(yy@ws=|qw61~vWyIGiH zTeVV_jvc>t@!z2KWp_G)X@5F33J@&RR)+qgkhf`}uR-ji%}M&~*`|XcQId{J%W%rp z{5S%-hz6v)I9;`ad4GPG^gw1MUOKf7D*djX0mnDd?H8>*oL?mv{BGr^lpA9#IAmFl zh^Dkxra8vA^>N+h)%Ce0vxyUdO~gW}1^*~i+n)kS#xCf(=c3zeJ_Kj>IDX7^wn$fb zc5HR0uIqm_R=?@hYB8Ud?ETrCdLJsbT8Y!zFu(`^=kck8L!4)esVe^^nMt6Us&p7K ze`7!Z3vqfdi!l<>=CdT4+v~OHId`+rHY;&EBSjC)?EOc2-|Dq90xixBlzSy5ol1Fz z%|TkoD$Rd-tHue@W;%jFfye)*o8!MrquUx(yOv#AT3Wwq#qe37_~U_M(t%>K;(oJ! zzTa=^+wBV<*bknb5{dzqwHib?PxJFX+`TRGW(p2!b9o9St6F6n6DaM- zO7|X#KflchOFJ+9Ds;J*EQcMd!`9)t{kN5xs*u@s@CXWWJE_UktGGjPIc*hKYMYP$ z0Ys0jGI>=`MI{87ja}8=RgpWfULTaQFF>mNKa6AB!Ryx{*x`0Y(9mIp_8pZ7pCl4X zUtK`>wi%`Wg&hEhE!hGpbz$pA>RJk*E~ZDuw4@K5z)&laeqdfG)DQ3k; zLVoc~>Q-4Du-}~B3~uKcX{;D)VfjRfi z1~FaC{)=;=GXnK_DPSTDy4bL3nauP@xs*teN`j%hwa7U}f7R#E^FNjU? zRgZH7L_U|n0F`K7n34JxF_r?gD+<)4ietxj1l4~^9(Yq8j>NVjkd)IRD3^9kmx162J1~E3`YELME#q z(LQqc9hhwTw`;&H8l#VIfmLRDZGyJ7!PTfie`HZ#)7dz( zjyOO7*s5#;qU&=A@qJixE(jD7VG@v}Yhs@YS{zt$431euS*zWTg&~7h?G`#@4&&urU!!7))?} zqw_GCzBnL)I3B!-sGkEUPx`P{;1*M&*Gr(X)C#p(w9fsqE3u!fO{+Qf{&)c;X5NQp zQ+4*qEJu5Zsf7%BK9jMJEVr28U1UFB#B#WU;1X4o&0TqZsdS{NgQ5*aNdox|%22Ri zt5X0g!@_cZW-?V5V_`JfPaR$NM&kyMefI5!yF?+&b;_CWf`O>0=PAPDPh(-v!LbM% z5wKQg=)+3(JFXkI4chlJZ!0*VldOwO6IgKde-9=w(i&@;((5XF(I4~&hNuD(<)-jn z6ZY@)hWK?J#X#wHsz12WhL?CW@^vFwb~cfGk0dK&ch_DkzDS)PA^8*?8kWo+}bM{-gZ#w zepc4-QU6pMvFh3Av=i+G8Ln3xuF^0LV==z(uTbTupHn%uIbP9#`h4%rEC(XwF8$ac^U7C9_8w4 z7BbzrS4aCY9hekTa`$Y`b@&#zQgsie1 zMB_(v={Pf3dXc5ItYSz`^Q-`!-Xkz;j8i%p?ag5eu$OjelWNj zzW}`7PC(QB;V+oh5R<*UduzlzzLR1)rLIcF7)Mep1IYRJl3e<0K2!bTE6t8F+n1$) z2-{7()^y>=9+-a%E;?l|cLssHw1DYWa^WId=C6Qsu}ynz(1tmfN%ga}IdPJX(SB>c z>TGb@xD4i4jCx(i75w|!iz3RO0#cyp;lWD~_Qb}=?*0f>`SVi2y&KVznzPmY# zy?clDC_4FVPOTS^HHgK2~ZVX0Cl%}!Z8rXEAs?7M>C{x|tT81u%IJ5E= z0Vtq$qHUtIw>(adY+RK28+<_^+fq^;AWOis$F?f zeSYOvhwxX6^6yfMYuw%QTKN+5(njH}z6?=|zE_YkV=)v-h1SVdbqD*wj0axB#=exs zWP#dEO3Xnaaq+gNy!9lXK-1R6U}FB9c%rxixKk0FFM{^K>FB`Z>UW>u5a(7vOjItD>O&d@<8XL)!XD0<8XEpxm37*Py4D#J8fi zK?nFo!?wM$mb_;=mxt#hb7<{R!&DVI)Dn`lN(c%c<~i^-x9`$&D!KE8CngfPI4(dn z@u+LZVKd8-i7JTFWrB`ABKHx&_Lk5B=~N5rm8jZ(Wh?w0tRKPkRc! zMv~_BlwxkDgchJuw_Q*YEMqV7KMulc+=VwTxA#<1kh3$yvk6yRB!%?-h+nwQCK_0grKsWvOzy5EQ>HmF* z_&?76kDk!`!9h|POz^rM)BVDbNrLvSFbo;0+KkD-vZ0Rg2J(amRG$%0yq5sa2;O-B z;`{=J7bJ@{5mwDI7$2?Ro23Fua5(M2<;G}_2@@AoJ5Y_YhSaTp z2zbcB7MU*uRsjOYggmmcvUMvU)rS^beffUR3yUfrJOZjOh5OGy4h4r40^E2cVlraX z_LC1m#=;=^1stv8ar^g@re$!uL?D2@yW4ht7`&|txDL3OrERA4Rpv{ij`ZD-XhXcLA(imA@9-2v|e?%m;# zqt0Pa{jT`!@ks!`yFSpd?VlSInn=2>BPo8Qe?>5yC!|<}LTzq{sJXUWKF?7+cbh6u z(2KfZt^vQh;>FFMp9CW3XFpk3>}iH}BOYL)j}HZQxA3ptIOmEU!@vnGYz-frTq>OV zP74c@9$=sgoXphW*OH>8)EE}F4PVC>yGRuH5B;59>+yF%DzifXF1U{h! zZ%5_)q_U=qd0LU$GLsT8bPvyT1qp#4OU;C6K@3nR+Wm^S(?i~L3JVAb_*Ma~>(he= zP@v{BiDKm2kobXH_2jFb#&v%L*wyPjn#g;hgP|NgC~rYK0~|s~-klUtgHVJn=(cW~ za3_Qi;6v*7qiK~rM-NRbkIyHAKb8Dr9TK%8Kj7(CemcT=dmsPifxQF=u@+pY$)u+k zh(5fkAY#8j27JIK_Qc<;a0!}Og@#DvLhG$fa0pDr3TL88^d38R<5H3n{-hzc(f5k9 zKw-EaL@PAEdB8|52#>(#mzC}du6>%J+#zLXzQ8oDrU$wG+%pgm(45ap>OrE+kdYH@ zKpgu9M!6K@+IFZ3hPtvDU&1;oM)?L8C;1n?SpZ%5puNOUsjXLHPe+{(j1aLFffxiu z(@WZW*2){YCt#(C%0KV>_~FB_y5qi@D9l8pzXiBynDVQNGpCe_kwJBC$B@ws2u8wS zFgH~gE`UBg#2jlWj#|6g0Vr?XyGfDxH4}A2fn>sUhQWLj?uxS z1s5L@LV(eNwb^*nRS?K;h3NXW-PRqSnFw!oOzC(=$Tz{{yk=QOLw+$TKK-OGqg3iN2B^b0-mNX^L>sbX_?)YJk=bW3cp| zuSyQllm+)m+O5L=Xbrt?*G^+w+^~-jXJ_F>`+%N9QH)P(HrC&;FBI06O9~-`#l>;y z!^0>Cwp>Oc%CGluVuk+bOuJ`dOiPnSDlj!BJf~YuUcCn(4xWKhv zSf&_^SKw4oEQHb+QlMN0XHN+`^V?mf-ns8$S>zV`i!Ky=l17PSHuYWICs*7HRK(gk z5$M6fDz(oxI1Y8%42yR>#Z{;(#MDQw*`T|KyUQz}U&EZOrGj~#^OWr3Vm+vK{EPD0 z^1;_h(tD9Vm>-hpBewc;3*I(&0%;%#&34E`Udw_lu~W>+A;JRd{G@oMJcXN#n$Bi)?#B3o%3^Z_-$c&k ztk*!znc0teGB3|vfY~t;Q4t)h6Sv*v`k@ZIlEJIqS;=u^0mw>kG5*01S6;6vb44_5 zS%K7LY+V6`oYyL(R>p%YG@Ho_xXwb;(C3?guJ26z^=Ye2ifP9q)UDn(-&?v>1X&~# zXs@6J>zBX#$M^4=F;lHswORP(=Zv?ZNhpJ*O2=fpe4&heDd^-JDPz^Ha!EPU4dNy)`73@Tx!kBnm0ZlT#{<{yB(pu|D4j5ig#ZzSfZEH6vTC|069G%_ zxITybg*T<|^&8;QrO6F|E;o8~B@ZdT{5WBXh_v`Ed8xvn4(>T0y2f{y<0&4MvLe~Z zsMtS8&3cBL&G*BH^vBpJg57T)|B(O|SSOUayH=pfC|0pSpAJOkqsDok!MvV@eaH&L zJ>ETUX5Q}}hVu%!j1J3<)_gL{b*^(a9^hQ`WrBc`sC>3^EbXUgBLwDZHRnfR^$?Qk zy?q}M#WXda!YslA>*HZ}fT6&_G<^B~1^;6xTUff3dRkMi|Aaor5Zo8VOk$El?R9x> z;n!Th@E}uWM!QsGA|0FaC>M(#vAIrEm#e=5RmT--$_9wSoJ5A6vUe7(cI+Y}W)rY9 zkj%1Bqger3k2PxT5_ckCMKPs5{Eb&&Zm5IEVy0ETfZ`8gkDW8*>EhD;6assyw#kb2BMg>t#P z*R@E^GUD!r_J3QhANX2f8VjR1B^?&oebH9^D$F~OffDy#x88C{H_8J@gE5R8yQ*p`}L|Fci@Q1$%lrV++f0(NOzky>fBQ|z! YDbHBz+m&qw7Zih7^>Kx~+wUQ zfQ;1{`Vfo7v97Ir`<~$M`WY?$H(s2%az!T5EXQ6==-N`i)FW26+)pP(YX%?678drN zeDT>(=JcbJC$3acqUT%cYi9=nR|%S*7k)(~uVU-DjO*6NT1-uOmo|usUDwZ@K6w)8 z!0{#V&n$-i-&;C5tB1ws|Gno%FgySE$OoZ!Y5zU&@Q?4 z3r2bd=IYKNH(_c0iuB3WK@c#Pwr=LFehbP(wWGn5zBK;(gfl@7s$?@sPrkRyT+nM_>J3gS5 zGg9U#`-`ltyYKh*fDXEYx%7K?`~A_pTp^pU54MwA6IsC_&sP1Mp>%ZnU9H#Y=xVB8 zc3zNMs~K6C!XDP`dDYr>F1gNKZA3$dI5erFNw zj0(EAzH~tsOojB(`boOMn?`_LnHSdTv7ezZf`vfwC>?In1too=$i&f{C4*W>AY;JE zU0k8lmM*_7y-a1r>H?3Bol@n9)K_*VMh^%(tTU${~^mNRp z&Pku3bE<{y`!y^h(sgs>Jm((o;Z=@qnmogKJg^%tH^Xh$qF{P(Qa+dGAswAV);!Xp zUfaO|Q6m2sbNBfd)!~s5dm^rHd$}mP`?3amo6u=GpAS#3(!DZaQrvtsIzFx)64HFI zHxL^A;IT{!e2+>19|^x!<#sjG(uz2sZGf)AqdlX=F@KZ>pq%bkS7kA(1O^xiHzTFHPFe%E}FQGE>GaEtPj; zwR+%sdf)gWeuhBqt{zZ!scV6Z2$YnR#4Rk?frd(n+$+hu;-Pyzmp97rs%kIYa^kYH zq0tiJ;setf1L244%bs_w8jWUy2%=`S&Pj5t^7SS9r|v<9`G^nDq(bqCp2d$}Tla|g z^lY-+-~|gX~|x%G%nj_!4ppmO7QHM-3lGwrh^VM-jul-XdETNCw$dK8;I&WpBU+Uji0EB|}3V0Os;1vp^fX1Rgm=PU#MyuVyed&_n3?NZX%$6_$>_zM))6bu`aS{wY*T3oED z$QiSM!*xq^vD>ocEO~oydrQ};I550^BXaoD?z$bX1EqJgLGGgNcJcVF!7&d2n*7=uA< z?hG9AM!4QoUhu&js~&ISY=*j;irQy!uvjo9e%Zz(QK?i$tV*0BjWmKYFA|6#vB}SW zlI(TFyVcKJH>oTiNPuURj2Ng`9qx9igx$qZu&Wc*g%uV0oWNd1Z1A}^P}>=#w-W67 z&%5(D_GQaqD%<$8bJRxnqrlPuJlEkSJ;=Bu`)3fEOk4-NxRFmlAdM{JKJ8RjxDmd+ z?L{;z&6cL7-dL8jSpGoIaWfacg*`fy1@>Q?*5h@?ECD`=6mP_51-nmq5c{2u-dnYH z%y_gj;CfoB&iht;ftcP>`G54FWy@Op{0J0y|TqrSmE+s|AE4Zx2~eu?=n1) zTEN`X8fXZU2;!VV<^PEcOAOMN-u!Ugd4=l?iIyjZ-ksCucpK(Cne+G*8-ufta)%~K zI&VV{HsGQO8KS&5akoHuDp|vjkb4EJ46`H|x3FQ0H|-CUuD2{T4A~C#ToiA%K@6Td zJQbPcPqR{CN;-VV|KQbdY+aKIlq9(juOkLg&}hs$e4*Oz4y&kLj%L}ZJ<=WKrh<>C zrc-WIv$73o*wJ$ElOp<|HQ||Xv?;~(Oz{aMXM!>#!-~AlDJX2M*lB89<(yM-NoYBQ z%X!7^I&8YJ<#(usNrfduxt(-SgFSq$h*^WAl%otpn4_*MuHbXwS%g+7wIOHVEnHxU z%S`Gye6_Nxmss(-^>E4_Ca|(YmQ>>k-Nc&*YjF4`o|i^?pQlsRaJqJyPL;r_jeKB8 zKN4v6_JPRY=tpjv7a}P%Xoy=qy4{0*=g*OE*H@c@NEj4uS;aj?vYJ5lX(b#nu)SGkEP=>D~y&`3igw>8|;2Kv)<@S z=wU+dW0-$9{HI^^zcn!-Cl2Ln zr2l^O)|o+qbU?5j`|>pVD#He;wwNV@UZ>p*#sD$S9Co28?Y=zom2J1o)H<-U+5Ps= zH{Zl@#pUNYgRbgsluxum{arLb< zJB~f zvO9;K_teNY<*R(IDZ+z9nvH9|S*ht2;(Mu-?|B0W!#Pju^Ec`>d&tc-s6*vge4`S> z2Qrf&oA!zfsakyi5)62iaSat3Uy(nMjCLmx%~fK^SmZ5e^D}+Lt;e9TG8Da)0a!#^ z%^m3)^IhJbt-|>M1D$F(5J7T#07n`9_o!QrV(;I-rw>tgZ&_E{c|T?B%)<_20KNdLT% zsi}q{+PKW*3=kf2rQEmI&M7D;7>OZ_TR^3!4u2ZJhnM$vL(t!VlgVkFvXEe)Zne=! zsE{N~2jVkdS3Ga)gPh(F@1>v>CjU#q@OJO3jGAB&7vd?Y)7n8^>QW)mkxmT2|IZ3>kgW5khIQX(S zq-@(rBz_NyTB#DXsCze4UsE%x$lBN+DUQBT2~!2 zE*-kQnc~==(SRKgr=z=;1SAtRjQN+cM2MFHY?&Lwlm7dEnyzOifXWzaOM6QXmMhfjio?CQFRkW^Zum#%CzevCmYz>W_ZG^%5#E{Vx4fn=BiBde9`efVEhO~SnymT0 zuRtXkYln9dp3-)Fp4axrW%T4qg3*OIVK1bdgl{WHU+%34rLpaPujIJu}0yTm3w9!7p9aGhrRRL-J2eTv$=djyvSs% zc2`j;mnNCFul!~<*eKfY&vbr>y~VZ-St?VjYPt_~^B);BIC`4L%0TnY(qZVDREWiY zQBZ-(JMY@HgugjjD)0%Y9acH?DZHG_7&nfIVGP7zx{Xb(#_DvB9^{R@}nkM==#)pXHfcJYJP#Cr|?mQMWj{k$AHhGcJ^}Kh=EXtftbIB^P}6Pi9cYP!{U< zo;;aJp95LlI`Ei5noNF~38JIR;~70omt*CNfWKb9Qy!_F{^_}VY2HO^1f}wk9^sH< zO~IUB&*K+nf>}@Gt-MaVbSBjBmeP_U#Dv}sc9-q0(~k+|uQjFPQZ=i(?;ZE&hxVN$ z8OpZxA+K_ivQ6wW;LBs;BsR^*`7Gd}{#2G?&ZUrW^Fr3BF?P-Nk%}+Y^yXV*&um5# zlF}xpHSzaraI}$95r*yZSp95~%n`#|uSqhQJ%%D^AGir}d{oW=xoL?fC=5Q;UM4(O z(<|eNB{vS@JA(S?WzSVDDOQ_5K|cH<(=r^HC4w{>Wi~oBd#c)-uCJbw(! z_R%62VZ2zD?P&#JwyO-wbV>Lc?UW$IaI1FP?ADUg6O=W9i=n*KmO+**X(IA~yj!l_ zucW2%O-TK&30q!KeAmX&fTY`2jn*jpDCP6Ce#S5T zIFEes8WDytssD2-7vFoqCU`r;H;F7i*mWIJ+)|j2iC}r^<8!3RQHaDp8(4dH{_28% z>we}406 zEI53r`OV~c^P)3@_dsfJ21V(Dq3A&lC9avDrO#=tNBb&7_?WE|*J;jP?_U<#vO~|? zQi*DbvL^ zWehFqF!vv-t#QFw06{&?d+cvxda^Ti=m#s)P#_b+P^MJX%24R7C}@pwGlbdWI2F&X zZPPATxq+-0u`i`HyN$!7%OkHnU-ncY4XQnh>ADaI93o8{=&3)I8>qD67TOv5agV;= z%(|^#T|8_U__5$5^Gyi|x7`^Ld4m_hY`Zg|M>MZ5<-#NV8P&6SFY;JokAa{IH&bz>5M(bmInkU!H8~BbC@F zr~=)=zqu%OudOZ&JV`1lBUN`^Xypn$*s2S&pqFPYW2sq@@Fmfoie#}_$;gtAdbH`L zEs{@;c|=WxO1~J!@*1D#TJ@g6E;WpJ7sp7OC&<##-91KRPrtv}dPqj~v3B>R%ckcd zChY^eqB-2~n&FGiPf{2~#(2JrGeaW7awnZ0wRV6#J6YT~z9GLD-oiRP&0)!uo%T@s z0jo6}y`bkK){3zXM!H#RXW}=@z%=LZ8Jhux4MouFf`^G=NcnK^CbK^mGF~E%De1@y%D)n8!Z&;<+WE< zkgv3v4R}40O{d*n30#kbHw9)su|0#MHV(-NBD)0{E|IsUf$ZuTzHEeNR2zGWYF>F# z2u52%w~~?2+CHvdnNm_l=9xgsIZms{PDrp#+q{!`;g5}4$qwqGixY|^z^uNuXv{~R zQk-R~gdHasfkD(m%%3F_TS12MscaXddUcqZKPy3Q^r@vve);#iKwu?<66Elkd6w)> zXc!d!?$l==v`usf{r>6Z$he#(wpzZ`#lyD+-S2DuW+%I{%}4tptsGkeN!U9z_FCrL zN2zklw>#0#Ir_=8@)re+R!}gH^ZShPFT0vVh+h|A=jV9+Bhl63h--9oAJrcMW|kw5 zf)*>gI3+XDzCW@|8kU~4zH)wrcx~;W;l!Zqo09Vczc;ccfNDJqx_SX3oyyW|#?eUb zsje772iJy$vR!iemdo=w%(W4WBn^u%Q;Bbxl%480B23OhM$R#G_-GcNMFkCsPnq)| zroISo*=5e46~{_2t2aN5*s`RT(*nG3^V*V?2=gSLllOmG`?hD&jonko5E{;}lO z?zQ8DtYJg6e)?tqdy{L2RFeSx^HuKNLwx`?q{Z{hY{DE%^x*W9*^X>3y2@u&Ruw7sNV#UBiimYJF9lxj7s_NpKE`|}0nS82= zsZ8s8?sKkOY{dByhk7|rJiKi@8`ZL7UahNEqIrz?{=?UTlExy!(%5dSB=6APyHNS9 z!;4i8HrpK@G|5B_{(c%R;hey=HeG%qUm0C7=q$nzR6D0#R#2V;st2O5Kj~+y;=(Y_ zs)cPo0MNmW_+<7%I5}hG9)tldolz}}dV~KwI;i)Sp5ZHr-PtL(m9R;u=!O2eJX2@F zt-Sf|6e6W7ce!NOc>qjo@t{C7yYAlkM6vvDg?!Rdk9SIrPQMqTpl^ zP+W=k+Oq8sCfDQx_ z@+a#&z0jPQ4&=v?w-DxQLYo)Xmyr8Im>@p+f!r+6+K&npYYXb^_n^B$>nH#WV#E@a z9x8lwd0w<3O880+IEF3)0k%i?NuY+*x3OgoQnfx<0RZ4}fley+4-H_mK4D>{=9T4E zJ%HgTNaNq*j!0!c1}lZU?6S{qGb5#UrHjX!%!MZ6eh=O^v?<9B9p{Q6$xlxIL%(lH z5j1Z=scn;`9sAra0yvxN>;B&FjC6Fb;7`g}0fZHs&TOSN(WY6%{YCgr?LPz?{7A>| zyxii$*Q#Z&kiw+5g(E&obv{e=eta7EWiEOW(|dVoRj9$<3Azt@#~cnFw}29LDc>#0 z{dC&W1?1_vG*w8FoBt3us4Sga8+Z?7dr2m!f|Rk`Fj5K!D9g7%*aFaf8Vc?fdLcgM z^f}c&@~7NhB1TRxDgKc6K{tK6A@NVISsAg?ndOeW#z0b5by-DY_oWhgx*W-4l#uRK zN)AI!&CR6#KxgT#p@vgUO-(Xq5deLXjWaYcalp}xRA|cvdcHRP!vawGBd9^IlEPDn zcm75QUcrkzW=bLF($T#<_m@I^`Nj{736q`_GEYAb$xjBLq)HUiMTtkZ5|;^G&T|EN z-`=F3@l75bH41y`A7@ezFjvM>7ye@;nL#O_d_4i^19pmDEua0Yv^!~l0 zlX(Ak+`wP|PdvK%(4x*&g7v@7&2&vfO+8Z3)6>iNZ#+5a&r0M}&zw9_Qd)W+^Y$kG zL^GW3Rp?bcx9r!NU#b)&-qPzQ|9!vJ zU-~o0+}AOQa?IY1j*V&g`PKDiDwv{oJHp|Af3Iise*q{-K#6Y=eor6PKED628ezg^g6^S|Z zuU~xQE*>QXwQLWnF=<&^W=sRvV0?12qdUgN@U6C$9}ph-eT~xK4D2v+wDzCz_1gX^ zSU+XNlANWPj|PjFM`FX^iO+u`k(o!dZ=u& zQ(AhuJ-~a$XJv^AX8IWZr~=rHr>-*T&9t2;XsI;3%DB%GBCtV5LgFvuZc^?-Mi~T}Bo0yLY894Gj%1dcqhv*sApTA|fIL zdPkiHRJob2xXQ@LX#4usHne>G`dt0fjY{nNF>QQ%7Ji%w*sex;7{!3`XU1UlOz!ko z`%eYX=;)3FfE^$QPfXt34OrHbxalk-B~|l2VU3@UFNFXwcEuEob1#svr#SZmwh**C zM?I#*vp&$=@~dlZ*W~3rqFxw7WYBLapQJmSI_|2HsNvQNgO5L-Rx4Nn5waI>zV~1c zcVzcSBL;ob831^iz;H_@C7ZH7Gqrr7i=H!pdv5KROg{lpR}Uk}%%H-mOpI4-Is@rY zTy(#&kAXHxcgs}2$adNlPdt-$&@j$u6VOfJ2JDoqNbHqFyac5)MR6#Y9OK}Di%F)s z#Ucmw6Vj^3YpYtYap zP&?+o-JFC@xgMvI_dla+u$)?Gka;rUB3Jez$7t%`>yq{VJrT^`4*YK_oU@96G656*-_*N5E{-_C<%B3GAdz4E z`@fu9a!ua0s^C)Sc6XSPu_0zDj;~$^@kukGBS7#NgFn7bUCI@BX`av}I3PYFWYAo1 zY~qe$4&@%K>vgaG$zvN7$I6rP>x+mYEo$`A;&SFibg6C+S{=FLfqIP=iI z`>jn*zTs5~v)sKtl~6v;>{cDh2$>9ThsSGn3cUP`%C&Y@vA7*IC8IUpj~vcu1)a2p zPI;w|2zj<^Lri_-Ev*hc2;A%{jHN$ zVz9}oAX^gt2O$ZOY0+1>LX$1nEos$Rks$KZ-id1-d>G2`JD!nmuT+a8Qu6d(%PTB2 z=jSeo-<=U+e& z@V0K}w1vI_N?K%CjtXs?=NToCA}OLb!rQZxXWp>5wdgQKpcr)@Dfd7v5M3S^Ns+?b z2@%;$S>6>HRG>#?b4yju8fB)?cY7)s^AkVSy;zwZ&2-*AAL6?6Q@Ry=cLOPOsiCE+ z!t6RqBA=Up5^$$-SCue&!{HKn@b1kRPea7ZKIm=u;2yfo!M&Gyu9$8vgWgT?JNV&p}FIHzQH2GdMMzH~>(R=yQ( zD>rx)1?E?9-;XwGp-i4Qlg4xMM0F-deW=EYY&lNoZw%ZaB`keeawWZ)hvgH!?O5~$ zh|{+AqmVA>Yk>iD&So1S`f~)zBi>P(V=V$A_Ly{lU*eBu4+EO}Q8 z+Ft0bg=yQ{Ok>LMpo)^L(LW3A_pdH$#Dq-N>9*@zAxO{R+e?l(MOYt0%jc)MXxCt$uo;Pm?D;s|D^pvio=dW+PvF)m%WyJrE2Ql^~09%+l z99&=4Z4}sO-ag^fm)eYm;SY;qL}imTrS8s{Jh$z?%&0pSzM(n98~R{(rPt{IE)=xz zkjUHiR|&~|{j&3Ihf(RE#=zixd36n9532Vw^q|4)vzu_z$4OkQwyy8=DEl79AD`+` zRV5Qt{42}Bc(JzczT%@|xx2Pt>EfQtY*Nl|xgtk68_VYGY%uqp#l6;%6i$$rtf)1W}?d#6fp{2piyil@D4&?mlUbv;18lPvkZWi;uGspwXpr%*T zaeqShn0ho5S>aysHyzL~EgD?KOC_ShY97YQ^zV7VDpS?AgTWa*%RfBYx%xVi6kr2u_cRA^|m5ocS3`!V?G^iR#`gnvGU)$QFe zHaFCHAm?V+csE6&2C24dHBg?|N%*)h=xOF~V{djl$gC2nJHB3;D9$0Pe!Z7npk)z_ zH%(W6#9I}=(3-vO?sBC-EECvdDFd3($&vUd7eeCUKz;p>$(baF{%6Pl(F)hZf%@d0 zSZNrz}Y;6l0t#=5CK-TQTha>MSU~E5ARqyCBNS74^9Y+a_O)z6F7m= zU@uvoWQ=|8C`V0^4*|Ls-)?R29V?!VA<5kCTX00^O6uT_X+y^7KWw9#* zF}W@13mnIrWsV@=<_OC=n~?f6uI>bmcrSjuD(^4m-b#8p0W!y2pIlMQ4|+%`4#AIQ zWot;Lsj3QNVa8sl-5}QWE3s9qS+UzkN`fz|Q@j7^NDYtdTfPE)Qc{vvW_1|H7aH_w z0XFZjJV5$&Rbb$r%09ulx6%|%{wQ}iRIkh(op^{P3GYhO;5nu1Ffo6_h9EY;p51%i z>OJ7Y`iFJbM%g!I1aO7jtazV_+iP9mH2w{gXkyY-kKTKSK)vdljmlDzZAL=Yq11&~ z#-&uDt?g}5!JcX^_rC|dZK>u=N^C zIl_-wnCq$6Kp0c10&g{l$))B$iHH3$p3_{K9z9_%eq_-Nwz>nvGCH%E&^w-L;o*0g zc43CZt$oA&J;7lt}^h&y8c*TAd0~9!)Ol@UMMM*lBY2*2+CEwWcL> zfA0HKM{3s1x@bl@gG}!?d|VR#SmgtFNytX1Vau)?L~J@=B$a1lSrGovFeZx&uG@HM zaTM461Ql6d-f_vrKnWM{Q*nQ;xC;k$PW&iq9iL{9{Gq7e8@t9qv1hy|m6bnm{Bou| zt4x!XVT{7iyEHuo3xwsD-4#Nw)Cpgg&pO^i)>~snk-S1?R|NDE%B#_Lw|KkWm4nHD zrVL2~^!${SqpPM4b?4vS@^@oRZ|8{sF~#w)T8UQl@?^?a46|k@ZkuMs6{J?%|6)*K z4sNz!bl}vU(Vw^&qcgwLcbl<@uTRm^OAKwo{!?i9t8L^2cz&D#2iKBhOy)_3>tzVV z;cvTlWBCgQl!O^9#&y2o6W)0y@DU=D(+N8#tx-l|L3*XhXu-ZS!McSWma}($K3Kkp zlOD-Jp-sB2LkyjjErbuL@}7&A53*eBV|fyR?BK|NANm#b0YN7^Rgg_vi@FL1cu%*t7+>yb|p)yz2OLGlYFb zl7Ci!4+h`8jvGZDJl;9j!M`-nPa^FVX&ro!5a^xtK60C*1js9%Mh1z7EHDWS>ME`C z{oEfnV7xPU3Gon@1)h0{V;&=3%a(oQtZdE~d=wBPeUzYjmG;cG$@$wMoZURC=t@!l3aPG4#hR}+8-8bf zE5W{l5-R3rn$e&{SdFyD%&5eE#DEhQ)M8{#<^ zXh+N%Ue3?k`526JzyX%((*eQ1WL#9h0=#JdBEGYI!6iJDPM_3pJW$DIlRy7<_?)lyL;8vg43Iud#|+x zw1TOKJ;2f|!>oy!A9~pQ-L6uK2XQYM(lJ^%RG|`!rbt zw217s4pd*kpyEG`^e3!dtdMFe3C!S(xpuIeY`E2m=Ue<>+o{x8IBW%G)oZHP=^pCp z8FYcVPU%y%9MxeQ$0oSJUJQgf!>_i<3i?U=tw9CsGGZgWYd3U5F;l(`6&g7ahnnFl zGWc*=&y|aP!G3A;6I@{9_YHpbKIj#*@C*@#s&Z8jD#^USmn zL*%a{@DqB)-*bWVYR{jWnJ;>GIt{0MK0@Hqm~h+Vz-M)a(`3Vg1+^-oBUa)>7Nd{> z*h77(?n=TxC-n-Gk|RJ4X>QA#D?3t&7a66JOf*ZsbENZTNL&WH)vh)iIU3dnH7r;L zS&gcWD2C~|=&_PCStUnR9@+AU)EKc{Um1iGD&L7JG}@=0{j@f5H9_|`n{HE=%hH@Hx#52cpbe0Kl(-9x{ z-pCj(M==IH>xoz}zi*VamY0Hk_okHA2RwiDpeBOfV?0G>Sl4GVGL(!aJ~N9CU>1xi*KI^VLP|N zZ^s34=>D*A*z4mBH7L{ctr!S%OV>>iR)+pUPcrq?3p2fyldQ5BN1+&0W>Q)<0J1zh-Sz=8>d%+ zzrJpEOK`}SyeSKLb(q(BI&Cec3r~q0z;4e%2C~w`48Lfwb!$HkyF~B_C}WA{T-#V= zLY^hpnTTI5X3p;;B`z~Kjt@L4=5KAe-;!ZL$TSK)DnS;Nc77>vP< z5^#gAVz8ek$Tnfug7U}B%?TId9j?S^Kv*UR!v6G>cJmMZy3=3IGj~H$!nL6@=u!}e zTW0K99j5`eGLI_^O4#zL=_PE{h!O)V>I#YP)F=IO$bsb1@wCNp?**Y=S(bvKT{ep> zUZ|d4&kkr72`Q^9P5@%;;KK{aek%3q1 zHs134i(3KBCm>GI>|ZA}46aXnRWHSqUpq>HWKLBmJPWCnHnhO9-(P*c*R5><_Yh3e zcHu=AZle%2y6i}nC^tfKa;i(K%3vM58ua$bWy&;&fAJp|dBy7lWs^Ha7`J`B{wtJZ zR5D`tN{Q8W^sgdLu`S6M*Cyy*&(U>Hd45`OE3>1%^$$OSMYx&ESU|O}r9h`!gZorC z`9YdFoI>4EVvLl8e)<|?%`I&}GrItXl@-8>24zZdU5znipV%d*qdX5 z0p7Hv|N0eQM^gb=Wk2|gxAV(EBLp2SPKl=kdpccybaLH2we>#t5LR|Q9~b$HWB4n{ zZ3|$m(pz%FqDfaYMh zD`R-anfHM(A@>d^Z$;tBLGQ&M{Yf1l^qtp@Y$enl@eT_^=DO&!ucNYIccf#E+78y0 zonJRp1TSKFUVm<_Fj<)mQMTh?3ANL)O{26=C5oU$54R0V4%#{9L_|Ix3Jg9K^j*tJz>%{f9Y@$aFWnUAuT1E3qfUAaDCr%H zu^8@8tMHypXJeyRQK!Tado4?Rk6^-l<>NLrTh*|EV@~8%TTy5t{fTef2tB(rKle34 z`#FfiJki&3EhT{Z{>o-x;h(kSf;m>%2$z4PJaJLiJsUf~#$s80E}dXA0nc!DxAB;4 zCDSw$(FB}vPr+O=Hu>w#YCYQ&L=snetjLSD)H$|#RK(NicaXU(@A#6lW8`^Xh1ajl zuyQZUcW<9A`N?W+`{)N1b6tDnW8oZ|f|jdR3GP92uzv)~Cb=M#f_I4i-mfXY_Q<>0 z7bTv!JJA)<_b2h){6OsFdnTPuR4Ct8ID0+_Ql~hcChW}^lovDz`^7G4*Ge72rrJna zh37fq!^-pbk^9){%NwYN<&5?lLeyqyF}PZ@f^4KW>G4)_vgQb$D;4u-yAu=MJCou= zO*TLIvkk9r{ zK6n6me$aS+jLqL&V$6SMLCQ0lU2qF;DYg~PIZ_8-F?CN2W3o>E9)nE^W5P05PISt- zCh}#%O1@f%NWSF{T{ibzxRmgnAF9(nC#$>56564tB|ooYNTv0(kJk$dXi@#wfflfd zh((~QHnS8V?#I}O4h9wvs5oHB_>F(o@bC;Zl7bY6}EpK~9Wsm3QA{Z|l91Yhx6r;n^ zPqZ3X&KGG9r?N)4==QjD=Yd2EtSGz?%R0?88Py1w*j<{GSdESwLGdFUg-W=%7)pw2DIfmtx zhVT5~z}zo1gWBjHn}>}L!O3A=@+;jiCKVdZ`_&c@mH`)y1t922r+{QEcSE?yRYptY z&qX(eH;T&tQtGNl$J*PLUOX|P)yjW;_p&XY+aUzDZCTK#Vl}5x<6{He-lZ=5%N#CU zICcbnHoNPrtUYPcF1@u_u2`x7swCP-O{`fvV?xv_J2-M3`s2N6S~mH?fBb#rD}b^O z%Kh^c0x5xT)&*1Cw}M&>O{{s0$$bKk%c0vfA>2(@?Uqar4LW9ZxcdB>CbHK}&AR@g zx~icXK>w6(IG7k2{Q!htcKH6x;pyqS`bD5BZ=&6=AC+!|K-j)8-_@et#OX5h7?J2Q z=^DSE1Wlz0&9rjenDK4lDtqk+1M)NBsM@B(|rxKWaBrABeb=!+%BCcO;C zrUDNCyawbFICM~gFcWIy*K}TLB-(8v27{N~|JxF`2~bC^Dr@REXx~d8&Q+Ygm zzlu+k*J71XBb?*6rzLsjNMn zn#mwFMV}tAr61uhr%RU_yvGoa{(Y$=gkoHB=oEK4jZL9N$)ef95P$a`C5B5P2Kyl=>}sU)ro!O4}JjgZsY?_CeIj7abPzA@=&=sO-)yebt1iPvUl3a zzZQRa6L46cXF!#&>r7*%cyTzR?3XAwU1TU$=W_N?ss<>SwF*zwLdnKRy|sXlZFVJZ}&Yv%X*D&Br6rpfQlk zqTa~v7vVk8S3CAe^OUZJp?1eUWNBqE*OK&E~2CJE8S}?&t5szT&P^{S;kji4JL)1{mD< zl$1Mv`C(D(=3hqUGw}Vj`!D`^$GCxN*9iqm#8U}sOiD)T(d-bm*CC`K4TLsfr4031 zvj4$+j+&`7jOw%OMy)Y1HPrzERg}#AW#|K@B~3N8x4?q^S^O+tH+Eu`tYz$r{4fJK zslV22OOcJha*89aGSPM1R~`YzI|w>?LhFM+KwVMP<-Xe$B4pMAmU6@S#KiR1(fjT{ zdwL}6v*FZbFQC>w-JUJLZy`!{HumGk3k?U`J&PIM{g5Ww0dXMtueuGm;qoaypA!o7 z=DxSX=j7yc?EKtJe0&zabv8J|a~-X$_;-%Ka7oA^yv9n65h7d7fyBv^deR}g9-vx4 zTZL;Q}lIyJ-nk1%cdwY9T4t;Dy zdIp-3gpgSnu&(3+dG!kaYmGxf?x6Y0mqANB4i_eROWw!nhx|}R&`OB|W4~Zlz&}QA z%Naq^($Wt4dT!T!+8Jbhr~&Sc%ZLy4*@3uJ+>P|~^ul_GQ$B-%5B9BG#-if4JnzMo z;D6Tqbj)$gTAI4|>-S-^(blTBPqglyvIeRUnD=*efhW#0N?N5Q%Ma`mh^W7FGs4@s>~@~ zLf>nusOUePg7{-VaD3adc)xza^~9FUxZjJ&<`}w5d?5(H5p(GI>g>E)_yyGZ)^i@t zi^I1rN_Nc-z;`4^M6K{cA%IeCaU=AoX?3~*gx;w|`8rzwZy!+Yn5sQ#)SmR|)1_s% zMlge)bTh|lQd&lM8#%<(#3T*EM`}TCv;YUh*6ztUA9}`ekjFP(czUF^9$jV3fD~YQ zQlj#b&eeom2aT~54r9-=`2V|9%mi9KMQbROC;bTR^P5)so1DYZVNs$`1H`Qg~dWzr`| zP0DuovgWAkZR|4_ zWJ6(Ggq6sREh{U|-fn%J^f^bv7xZA_Q?7nLf3Us$r?;lpwQ|aKd;VXch|eQkI3Zik z8)0W}|C638#3t;ch0junpA?sZUwOkF22t|P@bGY~n{JxaPpPfItxi@ocX4s?WZ+!| z1EZvTU^w+@S{3*SajEEEtyRHUT@B%~V@rAty;x6d9BfNsajKDgQX`W}Q@xXp z3aB86IxQIF=kvkOA?S-TVeq=Z6yQlc03Lzgb9^Og(^P;i0?b6IPGBtgL=5t zMZOB}#Y=F6j@WE57j_rq=kqpU)`-C(dc?W}bLG46EAWoaTj=of@wEfOE~-}mZaBbO z&dAT8PZcq>5_RpOGp3ZF&om1=-l#s8>@R`pg99y=9twJvRYED8sTZ~gua61XLhsM+ zyj+hTpC9Ricyb@QWg=C}Tx9!D7vqgb#SJ<<*)zM5$XyO7wR~69TeIh5;*w1KtH$h; z-7enr_B(LOTvxca05*%2lk;BFw3DMEa6q;TsGM0CUCz%NaJnJs&{z66_*x8*jwy%% z&4;Fz=JRsT)p@M`xyi2V;6>M!LZJH69c%7&=H}*dT3VF|;K`_%Bnn@=XYmf`F7e~; zCtxQu`0RC#mYOlKvdTY%`^Cgbv=}7v{#*UqjNnOzH+jL)z$htc{E(6o<=}JcCKHR3 zrrglKLtaW1U`YE|!70xCzlK=8w-buqE~p~Da0>D88s4dqefM7jP(~n*)BQiknE1NY z?TZd=i-0#BWkW2Nsge*&uox(eLnSx7{NMN=0$fob34pb#tEthkva-g+$1~9s8_&cJ zn76z}RvS1cb6h;6Zvl+n1DeRTAXs*Gwq=A;iZm}L{mc4O=m8G_-@ma70GdREE=I*V zpFVxc0#LzY|E3xaV7q{C15D?|V**cu)W{yRxTbak&PiDB0&i0t87UJ3yDVu;%+X=r zMH{@Y;IpqiP3W??i~{IE@Wt^hb9YO}?EU;+|7$>f-hcpH>9O;=ReL!)79C7dq|r6Y zMBMRsPHOU>g`@~d`i__T#{zhpa|;WKW@ecHH7c*9LY^knT^95rIO#m)h!;2t)R73^ zjQ=ob?yjvB*{YjdkJ>JPYiJ1a0-xd7v0Ri%&?%^T zhO~wJ{>VtkzfIFuc!U4l1MG%pR!NDPf`Wq5Ag#yq_oFF}8~evGiOB#-_Fp@O^LBGP z-q`^9`YAlT6}Jb+kjBOUa1NJq6?FRF-nqv1T$wJ|IuP*;xXr)>L*Uw0Iac#Y{~@j4 zaD(M;`Wf&Ktbet&A%kEYtU2`myxQ+?z-(@tiKtovp`)zaT=;KwE@9~q`SKAi;MfGg zF23oF8kmVgn?%H9Hy9jtA|fIl?`>;&6;u@1pEG0{OpV32|2;1K_8r^HCrZl7U(P4P z&@km-(h;fX7pp^snrf6dx4B?0{J~;gWZ`Q;cXk5{wN*#VuiDiPt>}K@EaaL0Z!%uX zDFphPf|ofA!E7kNVitaptfFH~3#6LBPpSz7N!!s_tfjLM751x32ytx8fVzBd_Z=Mr zs*8jYXaoFyDXuL~G48l;>6Cz|t`QC-S4df2L;f5qL(( z{K5iUO{2B7O;JWW0vyDomj6D5iVplM9015QqL*B&>KlRyDIUegYsEnMUx4`Q2JgQa zBqq&Z?)ze536}BdWS!2;?5xE^we!H-hGJ$fXLFkpUH56CKnsHN zSn}4b^QbCE3HC@LKSJ%<8@}JgMdyJrvZlS#qIyj~dSU~5$ zz*F$14=R3s4FtUT`S~au*g1MKP{yn*xYU1rIRUor+K}4T8V0HO^5sj6gU$JA%pcVG zU!NX4{}%R4nw_U`eV)~3DJE6;g@NEXS zOJ*?RT5*h_{>!g8+cT2wzY;!EI7&x)Bk3x}^1jutyYf^4snxP+%mT8>)w9Xi#!8}8 z|EG0I>5WoiIHO0qcXGqFqG zJ)g#9Adpru35BMz+UQEREb-wFg2DKFgP2d;!Y+GxHZ8o^(rPXq-+u#I9J{>frjFc@ zmls{W=WL-YxHqzf=BwblzDgLdBd~$)we+H1CV$k9~~p2lSf~Xgb~5K!+~+Pe`|U$7+jMF0v0O;5kG{wqJi{L=*S|{*w58dEtyfn` zl{@d%sqggnzBo?VM;hQ)FH@_Z_7KImcc;wIc)cHsz*xi{%JiO|`B-mBGL@{cZY4TU zgoK*Yj*(9B$19}Uf84)0egAB#W=3drms2t)u-M|U?|0f8N4OX%l)y$|wRDz*F{6Z{ zJuC$FUG1_&bnxYk`&{G!r6mcNkf=3ScaGwvHqNg|{ zz=AH%$oOGk2hs?xi`D!FHSBEc>=yH#@yvHqfK-qmH6pZk;TD2t)xq!1H=5Oh0bz~V z*;&jfz9Ib562u|T>I608AQshjSAXHs2@#-m;LGCza)eV*({=RKr$%^%!j`+P7&H=t>Qxaxa{LN4tDg1}qUV-`j6J$CYpNKDt^Q?ljo+ zBF8^>a#s(3n11U8&rexi*7D%WV(TLcGLo^sKG9!2T9F6Fk2D%5vo*kezE;`-RVqTZ z0P+c01*G(d`Dx9t+%$PXeTfH*Z&(1IS{@W>HPJi_A36C7puGp0iG|Oywj2 zX2vVbuWY*le^m7F+cbNl;jNbjtTRHJ5~VfekDMUgW26t8JAR*^s_(u~p+Si#0sr~d`8_Oq#=Klq;Zrk^BlT*bZ=vYzn(&zo@zNrQ$n1a&LxANBLinJPf>Z8-x(Yj;ejr;ZNF^Md@{R>H-6axM{ z+9*E!D7WVBtkRI-Fd5j~Pii~vVCpm}^L^y;yPtb6RySsn--eC8uWD%WgC8LUqzI>S zT8n#Abg_i`me0+I_^BgGz$e$I4O@^l5`r!8=sBvV6pMPo#ufuo4j-SCV+SgRmq6~; zy}c(z)B=#yV^UHkmyZ7Yey&s4iRRX*>&dUK2GLMYbk-c&pStBTUSJPIc-7&o$Sz@P zU9D;7Dw*xFyW0_JD!pi_@G^Nms#5&uuZq)1!Woo+&tYk>)vFud6jGrQ!n?$_@#M62 zA95S zOKYCzV)`AIrj*a@{l4#zJ~n20m-ppSM`r8Ojn2hLlirnA2}}N2hTkY^(?kg3{H6vF zh9PUJi*FV|%2$f^+{6NY)p-;Q*yQh$-G+59_H#pq#nGcD%47v%5%s$ z@$Ka!TgL|AX8$w~KMQjT!z#&YqQ*r*QAd>o@NOT$_@T9*)&{ z6ayjGB>Gd41RdZ44U~&Yz67Q|RC)L_kH6}^!Q%C1oWqz=1%;jc28{IEBZMGP z>k~2!m5-c7To`|5O>MxiY`+PJ7@PMn19Uv;)O`%0qH9eKl0Hy>*~|0n3`JJ7&PhVI z4@wW3OWZZ~);v{?_0vdkR>-ieMdOzezwqCz0gsh#7#x!b%idHD*6NBnLLRutd zjmK-#yk>tUycs(-Vf=wEJA=74LBM5TdF?D5f3H)4`!wMn)Gi)}1PxDZ(xzkXd+VN+%w2cR>hMymAa{BPd z49nnV6%Og#nQ_RohVeq$ZgEI=fHUh_X(ADSy!HvKvx#_aZmu1ec`~;HAgtOzBUJW7 zIRs{BVR_-}pC<%>N1x28lSV@c&?$zEQc~N-0aoKe4waMQ(tQpQ(6y!AlV}a)w)Vl+ zrX7Mo0~YSx%NjKl%HKzx01s?bokcF)zUE5jNGQijRFqo*RRUPsZRzeeKZDlW`vE7O$L`PZ}SIbhC8KZgy6He4FyZQVaCb)7u z(-ola%Z_{6gmH6JoW%YLQR*A3GJ;g@SBc##Q<0^LEhZ1^B{_q(wIJ6h2=*KP91UZ9 zl~eq?u}@pAKKX6eV4of!B{A7YzzP!bJvBsxoj!v<6{aHQ6;sH))K0_m!q#p@Np{QA zL(z;5506{O%h#WmE9=zb`ON-SR;};kGbdi>X7qb~1*G=UOCqH$u@S?l= z*bI(%=r~Dksphdo*UN{BEds8Mx&Xs`cjG<>RO-*sjMtfM=>koz1E$ruq`lkDhW5y! z)T(D3w=qWQ(&B|anK@a#w^4W&OCYc|77}L7;!ea1?`$zXgvmj&N7a9YRmX^)j8e~X z-aG3_XhELnmPQI2+dCuZyHJ0(hw}z@f&1u=2m_&!RDjI4F#Md9*~;>IqjMUud`Cyl zB{fr9C}Z|Vk0h|HKScI;A%2)857Mvq=gLn8v$W`xZv`S39JJHdk{2Ps)!LRT|; z?wsvfwIFv`ftiyquL0q(?G(!>GHW5zb3@p6Kj?(`DHkhi zG{~Kk+2>Vk6K*iGbnq9Svf7^r)oHlI49tD24|Dl5XU53yZ=4wjpY|~rj$5@oI7sB` zoQT$7Sl{Yt?d>dkkHRkCXuP1wVma9gKUelT%HDHqc1&@Um5LcFEa$h<{_X0^B82h! z#w1HFSl$Tr66=DpgnCb!OIC}hA^llN z0u-9WJqU8wn37-h>c-9q=-j6S2s6!?d((2xHC>|$<<#l@Xy3Rdd4HeH zp_s)_x5sjuEfWMi3O+xug$klOb3f{Li!{2UuHLj|pG#%x4a5A2feB~Mx0{e<^<$oN z-9mOX0VV?Nsu5RHYCv=rW6-+lJY!CWyqRV2q=blr97``FIGG5Et|W;`fG}8@4hBMt z^MIrFp8dEXh%>0MrwT~fKD=~x(itjJoGnZse{BnqA-`M&9Jxk$s<4e1KKDc+(ixP9 zo=MT4T>mLPKIB~p2sdv(M?K5QD>d@}J4{wq#pqk+8-6V%V1Lfd%cD*2V5lQOKB+Fd zj7L&(nvh>-yj2XOgkv-Yn@@kj=3Kfg1|x6RD6_K#{O!pstNAJ=F;V_Zg@SVYmFsTb z#-`1Wd#r`U(AAc{nvAKb8inI`fmA7i&m^WW>V-D)Z(F-YZi}LVVjZmvFl#hTy+J8y zckQEDM!4cvZc8$(I@|78AI*Xsnz%InrQBvm&h==PP=*aI^~zPw4K3UvI%=yT)6wP@ zUxS3?CHz2@K_~VO0?w_2%wv=htN*M9tFKoW+J2OY)L^49eqKYSqYn}hpR5r{;*&gh z{7eR?kNJJaw)s-}S^CidU4Gw$aXN+4$TCsJ%HkwEN1nv5w+CW7fa>PcFmdZXm0BMF=uw=Ev$SgyyBz0PNv?t_J z+4&o3)z)d8lX|_O*DgPlVwjxf5kocT2d!1H*#f@+_<5)pm_VVmKsm$>={_bU!{9QDXsNfPwor& zKDys4q;0^N@Hv(HAh7Ih+Vr%52e##NhDldj&O&?8=L}|az4fxQg9&2F%E_T-;_WCx zeMoaU+fQVbqYcqK%z&_Sj1#O1;Eey`mQ(BMqMfSL{$O~%4J5EcWHa$ou9rL9_{N|@ z`YXkP^O94hXMR=Kv_6-+)mNdxUty@FDUWHXE)w_Pz{`s_PwGoAqXzc0JA*N2OqZM% zf@4N-k7Kl^_ZyUIPS`q(-iD4vI7ar;<1NzO;Jq=Rkc`nsJZ4V_zCrL*7mW*;j zf`G@`{`5rSfI)B1m-?nPt=7#WRb!$W2ixHr2UGnE?R{C>oNFNK@0xmwd{I6^J5V5v zucR|vQQ~GZeChX_q{~aRYH`{I?o565M}(V)-6xhOOPClDhtFd`Fz;zD7v8ow*e=iO zl4WggqABX~ySh&**=tpx4QFcQ@~L`A5WX`6MQcQg&Ke-JqbF}Im<7B@S6ZSg%MTlJ?$lj_i~M|!f8#`)#9FtALA>Iqoob>`Ezt`GzFGEELWn_<`{ zx^PDB=2>I;-j9Xs<0jgU#k!*CI0n}igYaL}AJsRv>(r69`TKdxEzwZG{AN*HC(jMF zlk;?zfjEDRlh{f{`&Y?}WowzLhQ?Oc+snfRHOjaWr?aCmH<)b3 ztved9O00gn;t1arUf6a!id2wqut0y~S8mMNcV3?39IkL)ae0MQFV%<0HS$u7#rRLr z@t%AMi3X>^R8xX|{23Z?O`cw1Z61|W>N4EdwyCHXmZ_Mhdq!NSs}}0JGp06E`fL$% zSL9PfHC&2CIA(;eaF^V%C4TGBTpeB~uqrmd?MlQi%KI_Lo&2l~Hcf~?PpCn;0t`2T zkN-}#&7~eBbj}t0G1*g$fOM5IFn0|cf5{o&Ix$?y>R2GKW2=x{QQT`UmhkTAE)_?Ak6K()$m#1%1MbXeBd+X#J{r8-8jjLphrgv+S1(&{Yt^vIo*OY5ey&XoA zGd=w8@5)c#e63(rYwm#t=U!I``Fg+U06{3el{kEJ3))+3UDhb1<6HTs;Y!}rkwMay zV(WTD>~<`1!c0H|rxva_rkgi{Shp9qk<>Q`gFWg9QMRvZz|QWJt*p0o`_izsDaBS# z5ZZ7)5&ZFHjfK*D!l}u^(N1)osLp(W<2Kw(Uc~i%Ru7!@^blahbRRRRHViJQmAkiE zjvbT-B%Uk_7zk4^PfWNE(zc3o9^N(5qAlPtvF&`N!MN2eJX841#>ZFG=_Ca0*Z6X# zjWB*Y))LOFTN)0ex)^?0X&)$BDLC>-Ufb+N*!#Yc|A3Qpn zxOew~(hYu}cf|1J6~AF0II*qIPO2qja_pDX5A_++Iba)=wo>({0u*TU%jMRS0&H5` z_`mx)jp*rC*cIB4#K9AX1@1QR@Ps+e{CyMp%mf-T^25SyVaPn~Pqcp0 zY}2|l_iSxF5zowrueOC3@+a?Tk94dbrIO0V=>M8JQx5Cxveh@v7eG!QN8LR>V50Cl z(iwl>Jh><4SjD>uWoL9)?~d~GRA3X`smAwjnmbz;Ch+v-!A`9(9z+p1bbX@nQdT%U zQ9&OK``5mbIXlj$kI%`Q>p&`}!~FjEcAP9znA)v{q-#~y`Ja9RJFE!7sGKPD$knGy zuw#EZK!3t4q|y&J37OVV-&tQ!Kb$y^wCG3%dRY1? z0@UD&uC3IrQg&KajzvJE6!0K2nFLu4Q;nKlbUw75D_hzUq0X|^$Pm3J$>0uGUQhOr zS4e zTbWtDz=jYG#ZRW_JvjY`H9t&w9k=qZ^5Oy`oXrl5ASv)Tcd5Pe`0D*)3 z2Cx=b?_W``sEa(XL1R234xu*a%q_@z@8(Yjm%W&eq`0>oy^&2XepwN&y*;7UYUO#v zq?o)5RSAU-F^SG+D|d}2-8;XD1WAfFT*fCql$(cAD;s)xI_LB4qEaM}a`*FAEVikQ z2@pJ*dM|7CBDoaiF=>?_leBP!e9EqTe+kF5l@%9XZ!EV_uMbZ5xqQ|uMHq}7ovCQ; z{+ucKCF5KJV@6ldl=F%U&-i_i9xt(g{pl)b>#xsk;X50fp1m<79Udo|5gsI%@aSRhKRu%hZx- zVW9=W+tgo4P^n2gH7m^@2UhnwS2JekGaKOD**0jx&#%m!fmi$QvKF1f%M|| zkBR8yH-LTrd!+F)kIAMS!l-_nP#Oo+o`}NY-0wO~hkj$9nAOkO%`--VEL~Hn?nC5D z9E?Q%xSifq)m3qJ*mv-O+(Q3q!683}Dbw((9pu$VPlY^2POfk^~^4`$Cp z?0w;O%}dL~>fqSsBFVaDx7gcox}E|}gm*wTEK}Vg+1GQ_neW8f3;gpANRf$2z|6TfRLax9rUOvo_5mM>nb`d#Mw}{l|K(lY<`hzGBO( zg85nhC>3#sm`_BU#7Pk_Q7-}Obn7Pw&ENCz{*tWriWx9D)Lo#tKX6jN7=32LADNX_ z<`hI9_~V@#gyiobzWVfBJWx9tmDXb)b*6*A@}!bHZCAWe zOz}CN`lFK=V^2@<%Nr->*eNJl8N0-WkK}9aTFJ z*UkAIT^@78NLm25M{#*VH%B<~+PCqF$Iiei88r6>@TMu~$7ClU=O_Vfueb79J@BrRd$UVAf*O0D{{ZqXY+;wH|Ht^n#E-)#7A zl(kjfO{hq4X)&ib%f%(R+3DCrYvc7>?=9Tb(N2QFc^!UaWVDG}#3}7Jdt}Wmd1UXF ze^GDphQmB~9QR2m2F4S=@v2*@#yoARR{`#hVO~PP)0BxyJ=ckoX+SWpw;f(m_&`Hs zAUo|z_~@R+cj!l!Te=b%~sLYP{3i9S9jnHnt63 zu}Xy$%o%yTb;kCZVE0<$PaHJl|nIrBsXXdx? zKV6Hf{6d4svlDoi9bEKd+oQoSVa59?^*PjrF6cB&u*XI)(}QnSUhz}xc9syNuxVwj zHd*qj8C~D+(vCq=Q(HRW`Q3aasWEbagysoVT(PUqho^mL`jy7oUr`vo-yB}c4jXrM zlGtA1EjkcN(q>hJdr6n~8i0+$T{7lY5z*C8`da2e!&l@ewLpJ8%hWu#$ww7Q^y0?H zlRH$QOox7LOC@l{-S^T;t@Bu))VM?HmnjcjBsN$Qs;(v(r3Li)2iS5xae}o$b{WGc zp-k_XBViil&Wepf<%8z!7P;Fy^p_t5T~L7nFDZq*vjJC)mc#r4UBeCYW%<<#NevRb zxZmHB`6$v7SmoD+${l^}Zsh&2oTVdj;pRpQcrptAuz0Ub^!WBs+wJUqlxp_hY$o+` zXC%~hU4P6((6FbHHL54W#%+FBN(0IJT9{V@FqkqdReEaY;V5o^dQ9~irlN4^ke}&P zT3V65!hPduE|w0i0qOfA7C3Sn@2}GgUG^D4;;JKoOI+_lLiUPBSAgUcW4_1Tm-en- z_h7=zIz3|EG2Ji`b*jQW{&y;wxy{(eQUM7h3*07tZ@=U0?4iK7n#p$}l{KwrjG$yD z_AtP>6zUDrFMOzcPKI~5m7H`T@rsB4*-`-HRGX(r6&$$=qOPavKf>H(6RA%NhUQn@ zhjs0nz+7gpLd;kD2+2M#?^Zm!`GeUs{#vX^;d}o-?!tOGrhRz47UPR0Zv5S7&IP?} zu?Gu%R{~#4WzvBOeG}M!Q<=Tbceb2kb5iomsp*}ikN&OBbNL7bWG-e+1y?*ypK!LR z3nALRM)Y{)VS~EX^b@x)G-P_-_5K=P3Puj=rl!g!6al#Ep6(L3y#u6eBO^0_4FdP>@Sxpu}4(eYA{+$C_PxGyvR-{ zdG5eo!z)br45Q%OZ-{BvZpY*e}JEg!vjGlAKz_kJ%r zOY%w=+#nAAW~*+27Gtsxo_3830BFG+;FTod4}s;qO#M>4EOH1F-n|<;;cOYu{~R^R zq_tTrs4Z6}s^ah78piX4m&x2q*Uhix$btQ_AbHZMl$5{khA)g;EMNAVxEAWyeSsSz z#ETflitFz|;XOU#&yaPMZm;Vqo8+c+ONXw+F7&1VCUIT?x}^l8?Z6)Ald8w)tP*m( zx=D5eKyIZ%zJVcsgI9*JC&iV)-_lhpmIBhAWwC0Km_L~i-UFe6y~CoJJetYg^%(^i zzW}nCcu{{B3SWWE2D{tBy9CywhcLG+Jl*q-e|K#$G6-j2B0&CtQ0aU{a|a5o3CO$G zF>naUnoe77wtJ|`}b-HJ7`(u;D zI54=y!OX@Evm#zm3Kho=F0wR9Iqj($@TPixZ*r&USD|#JCsYUQUaFBSJQof0)MI!5(OL=TiZM+ za_X@3iSg;%77!k;)gBij{Y{5;yw6T0?ovy&@!imz-Qvm4{Y2$fM;2@mw8|9|OHAp6 z-SzX|&|`g4OrURMG)UqOch@*;+QPO+$A)x?ra8qno#8aFr(iq1dIc5{=&&%4TVjs3 zH4vv=Q`f64)z}*}S;95?ge3cJiUSo>qy}b`=e7|a`8=fs2AYud)&2vY;D~~O@29Ms zi0FPZ)r1KX*(5iB`BzAap-;?%T)><-?dt!1)3?QA$MbKAOA z=F_G>(5J?>v9ZMCi@prwUV82vH;SUXD841@FZL<YdyNVfYsz^taL4) z%za22d%P%&lT#H_@%yr}Qj)a~v9W(l7Ba{oFE4HJda9Jiai+%PXb2-v;Mbj;0BA)^ zuvqg=v?3D&M18ahAVn!2rp`sg!pvMOhISt%MFfs#vz)3oHE5E2sfRGVFa!+k;2Ny{>69K4cXEHcJ;|fRZ^TS+TBMAj`LT?H*yF{Wxfax zO+cGg#1V)o@(m#|RArg#MxnY!gT??abLY4I+|cRiC#@gTI#_5YIe3X{jASCkIadAc zbk3TC+#W6qQ#-P<9cxzE`)cR0BRlT29W$CI=1cU%p$ZhH^4Q&3RSb?;SbR<_s7Os(wQjl4X} z^12Q=!&O2F5B|hrz>80h%twrrGdSGN31qx z<}KgIy31m|&X?IQP4b*&O~Xns>aR@+bz+qwW+Vf7A~n?Y)aQ(1c^SBgyEBZD*`o#=CEgNC`dPd@8?HhZvYRhq+(m zh*PS*A4i(kb`}i*f3H{`lhV-1;;D$s=AT)MxhOs_w=o&rx=c9O9a#^K+HWMKSSB73Sy2y}AOUTMd;h$)HA(Y~;n8I>aD5|XKaM7~)x+3X z6XTK#{y?>nt*uO5$+I|6=eIs;Uhm-Brbm<0^Mvj04wr6ck3@xM{5G90%RE5|6!P@o zG?=aiYE5q^$3#zk^R2MsX~T>QQ&mwwsc-dS$el=!wY(72hEkea;b)4yk5w4)RBy7~ z0{xTQ9n|h|2p&Rh-9~wA%G)MJMsxTyi)x*w#OYsRR?frjpf}C3Jx=-_r}9li`DKG^ zTqnO-%A8MP!Tg0WztGS-KyYYayBjpr2Y&@m%4&;l(Y)L<`q&tm+?6 z-DV8vJyJKQH;91w$ae7%P`^fId%Y@SA1%w*kS;2flLx1M^66(HKt<~aLs z;MG%K$0%+#eH?D5b253Qf^t}b=H5@+zJecHrCaO7`65G@9XBBdtd8{i*F?Yb^F0!O zYqGx=%@?J~mEdBRIH)AxyDhmK!c(xbyNk=%J))Le@`drNZB}7qJ{!<=K~D{|{Z3h6 z0RtcCP3ljDpTqraDzV8328-hor7=A<&dHa+UyUC=aYa9F=kYSHs(Ar9E_jL^NWGT$ z(0&;hH9FGsl2>%Wx`q*zU0xN!e0#FETu|87$VU`u=ay#7tWxv%NuQ>+TD8xJC{|DU z0ec@G=8I~4SS%Nxq+Pn@Sow-Lq_7JJM%B#3m_J`RT$BFUa6p?F#VK@`Z_k-2>91yU z=FbM&kCPtV`{m;i8cR`|9fO>=M48ELMoSz6!2VLUcw^BDEt%gPj^a&}SYH>~jUc3b zTFlW`L6bmiF&xS+xEJc)l^i2@{F>lOy}Et_OV&*tr$G{Kp*~FpnI1utwJCAhpfyqY zr#in>ghcKAwnhy*fExSK^$JtLY6XoC5{CDvtn=hGIPc{0zS`V-!b9G)rkvue)nc-( zw~^oco!|U+&ZXMQdiL5`=X>P7rtiBlydXfZsys4%B&T&rfu|Ywfv7{gThnWJXg&VZ zCXvaW&Gx<$d3Li&0xngujc{R|xHg57E77bfA2V_SJfUqSHXx84YBKy*iCV^=+jZ32 zDAoO8M16gkX>1Km48%GF)1NUR0B4vfF{bWx7)FdYI-Lxs@s>Xi=}*Fx<%ZD8&fg;| zT7JoX9W!|Fq_DHOWUW#=Fm0gwl?kkNk1ftx|{TE%)Pv4yXVK0T$1XkxTJx^aukqyzT%KcMCd@%f}wRYT> zS1`ZTF)}s|{r9G1wiZ%vvc_jY-$CQ5r#MlWU_dD&Gf`~8Dhw+?{k6$&CE(|}r2Fxh z<@Dr%P^CfzFD~Pajg1+K3K4D8B@!Rl7%<*cR*+ghJSX3;VZv03NkQGx5z&|stRns8TM%7;Gt-xxVQ?@5??_%dWgI;1b5O$m3z%$ zd{uU#t0D}gIYmy+N!H|KEX`C{JLpATc@Qap>lbE^?|}(>jnBu3n`19g*ImLVYM!pY(*~LNHR ztC!*|g-E0%%RM4$L*hC_k(isi;?4@KvC*)JS(>#g1;!9w! zPs(R6_^TKaFEi!ewfQU9MP7ks_>Vgu9pM#UlOH((Y)tgda*Kz`@qaK* zDYUQZ3VVg-YE>j9?0h;{o24BGXVJ4meFJ5FT>;&17o~~Msy;ucq%-$(z<$lJ^cfG8 zCHV3SsfhwbPFwy4+K2EWec zJk9)-Z24RnXkTRH7-8&HDDJqbR6-753*uZ2KawyS>;ah1kT9XK!>Fq1~;VeMszxa(+t%D4>o8dXs|Y|zq(gN!-FDY(#%W%YyjZfZ_O z+Q9nX24!Pj?ZI!m6}7L}wbvqq29@&IUHyA1wl@G{%CRobCErG!yzsCT*|TvvCH=!y z?@D3Bmt7J2=|r}~#unR$Vt{BT;(9D7n9M2J=$YF6FoDu7kKiJgRoh4opd_w7C#%^2 z>~QVr`8=DxE=O8;=J$laVo0aH=kjj*d!PMYs}%HJwXq!C#1g5(uQ9FZ4p}kCq`WB- zEb@8o`%Jo`@}Wyt&d0)))%>_}HhMuPg9kiu+6y8RWu+D;Z#LFlJ1C#(fCvC)(kvor z;WKV1rv4EVQCJ+L*XL>;v|aAakdEZhDi}xS=DGPRhc`~SdLI70(*|djHOwAL z5}7;RQVke9JYpTt;Zqy((!RCF`DK)lO??mIppZTE8OyeS?vnSY zU`r?ct@IjRnJ%tI?@wYUgIrx)MZzx|op+;MP)i|jyOYU@(;m7X=Dss6yygd+A$9d%#6BF5GsUYP9X`goe?H?}GpY?d4qU;NUo`6U!=^?ukKJ@o5W)Z9T_Ws;< z;OZsqxcMs(z2e*Nzu8zjoY(P&*V2%slK+7DFI)RrpX=VRml);4PNm1+63imcUcP>5 zkN!1lU3#nd>Q8RYfs)F)eFtU#K;ih!w|lGJvgeK`A*Do{y==1p5myM7 zn(Urjq5e*Z&5g`UvBVi8>$7^~ueEE(T~Wg))T^a?6>;cjo~=Gg^PPo&=$B3b`oVKF zj?a15=%&<+O)pP%ceA>nOC?u!{X`83cvecBIzOqdCos_-zu4T2;N7x@0_C|+Wjk0Q z5ZcWIRu!iF87cN^5tBT8h@x=`-6r=lq;j9zvltsl>$2)vk6ooNXXNmE50kFU@lJph z@1S{UiE1JR`o?S4_z_R0&5fE44eriyJ;e+_?m4LR%R%e~d`@QEg&9G1c2Cizt)rl{ z21^>&czZ`eB!F4@-8roD1xPVT5pG?-JhO4wI$zP1C2!SPWJv3dAgd+TPZKI-LZi=P zpZ*%U%A@Tn6qmeB2iwMKVM6u3Cam2Wv|C^`-O6--)w8YF+eGpNJ(CP9d+9In4@ij#6glJ(`)v_#CnKwC$D z+oa|5?A;9PzWjos$&WVXee~8>j0=l7+#!-WKpSK5={jV!!DMbRw%csF3WWAt`s}SA zyHIbv9qf5s(DFH%o~r%a7;zluSlO$ECnqi4%6UgaB)&iAZb>JRxqWP=;A#%GYfcwL z*;SO&zftXIPiEY@H^HSZC^@3;tXta?R4d=%#pAr0@N;;CP8(bsmh3(yb6lpq!MB(! zwx&)N>hbYf?2fXLjr9OlhC?|BfHFtd#xE-}_SHu8(sE0qcD4eev4DFeS$_2plcj>+ zK3*w8#X-mLtExK#oqzdK=@GoeDbfi>Wm7V9o(#TrDR+_?Aos{d`S`WE>Tpy2h&LMe zC^D65lxy_x8P&I;gFU^4#TGn1xijVCw;*Ep?K@)=K;~h`vU6J0SoC`8zf^#*`R>`y z1?O$mn2wHMgVVX~qrj~-`SYY1$!vWg`D=N{1cJw)J_^lP{ejk4#gY~RF-GZ3d~RIG zlT@s_d?URBE-MrAiC6@>XO6JqnKGU8g{2nGV;ye1#R-pr#po8#TmrUSm6NYEfc0yj zpeUGR$*yAcb;-q%|EjuP2I5^#jU>0!BHuL;RfNjBbfTz7L~8&+CuRRH@UDUe{ zT(S3vWnZ#<8%m+H&~0a*^PCL7cUYNA&ddx393oz#qC?wMQ1laTn+l6web$W_yG=N7 z(A=l&c|sRF<{%K}F~-!h#QjC;iO2|~e8j3Y*#mv|20lre4fsEctQRTF+7H*DL?{W! z#r@p791Ht@@*{vMdE+8$3R?dEsO**7Qu6;zAQf%+0_X@{e?H!y18l zmK(w++k+N8$-?5^$LFsBziY3uv77T<^F5-txN|BEs4{FZRqs{iwPktE548YtO2A+~ zd-m@5_jSoAP)bu7l;L9n1=Vv1cuxGA3XB?R+y2RKgIw}6b;SQ0*|TUUUU1sCT=%@X z)4B)c-gH0{;4zo4w?{KbLs!=Rbp-D)EwKP?0LoEOuoVr#w9^s6w`nsiNp981}oU+RPf`|B`92Az7S61dX!It+* zu)mW^cNkmj&zzT)JUp+&a$W z=X*mth71PaKt9FZ+M0U=l!!9v0_s2AZhn3z{&lG<^{`&?y<`KoAuY>MZwREk9#Atj zLDAyG0|8vk0*waBi~F*FlP9HJHjZ!aPvg=5Rw}CPe@OjEckg^1iZkB-d4JroX?NUC zS$0PmF3@qVc(aT~98C`6-xed;*aa)*Q!nm*uBfiJ;eRZ+k@RBpoLJ!A9lXEOU_0O~ zK6}QH?xUy_oJ6f<=C0XFp_E`(i3J6UnxWL7J~%TPO~0H%z%Ob_1|OyFX(Zr3k+@SA zs}{S3HzkYrJpd3j@ZL!Mzlri_k8I2R$#sJh%bwq7fL~t|ps3hrsTLVEhyZmb%qiQG zTxGar5vV2B4An)tRlWL;Egd)ogoXZR4JW{}aguvb11QWC7rHt?q{oqqgM(=77XeE$ z9dU>>;8tZvnXF#DdbP~D|4~?EWCD=es<=-Jn3U(gz@Cz;m;JaG8z_Bu$E?mdKd_9M z@frhA;9B|@u6mXj#%=PxrVt2nG=f^Iu+DBk7Zx`MF1o}<3mK1jI|(n+5~x!69&fZ+ z8uhFc)v2h6EM?w|CvVWi)I+5MnC;6uEkn&x>9CUlqAnNTPx~6RKya2K4_A z_TDyA0EdClv3ne)u2?dt0P-u5Z`69HR>Oh5b9fTcwA zP91e-4Ojyknh@|gm4$=*m#jWQRDp3I+aPc7>m(J+-U%vs=-)$avt5H9pURMCqQD%N zm*8IyUjLk521xslG3nwk~iu#!5l1ukAtH( z5<%|ME6CQAdHa(kXM<2GTNn>7-YTWd}(iDy2cIPz>}BcLuvV?kFFvUAezK?Mxft zQX;&hp0(~Qz1(WZI3L2Kwco4G@-Xpif>OC6!dPcT9?v?;)B4qV5|6*oisP5Ytk-Xi5Plw<0oGJG))4y73V zGwApALjiKmrSbMB8}EFc6v|o6RIm8G?MSj;+21|~~3ezB00`JWVTf(rW_^cN} z)J_BdyG&ebdlF}oZW_%xSsxpIv?w4?-s2k`1_J3i+Ek^Jji*BRa>c-Xhj=im?O@Iv zxjw%-h?}79{DPO$hu+mYqwOuH_c*zy`;w#KZEA+mC!Vk9_+=v2Ra~=KM8#O4sF* zX?rxBh~|+AhjOU^=@h8Tm_c`@9NM1GAs&Ni{X}t9uh-cyKY^(GMIgJw7xCS$CGx!_ z`gO!=6Iy}lMhkhF- zQ;Rj^plPXpD9ez53?rF$C`mD;iqXkmFXo&r%Znqes!mBScWFwOYlLp&&yn%k7hU4m zB&=oEdN@69kmjEwIqZXOq>f8A%G`#w9A6(Ak=O*$rhR&m?=1`(mIfyF6S{u6BlV2y zuAZfn1IS)5UG=*$TvkBfZ83bsQ<{anKXeT7?9_5CH7nUacb2lErDVLtyqk%&+4m!Z zk4SG)58)~(6=>ZyM;E7CY@BP8&7qtvu;F!#V!mPIAAsflfoVnWgIF^|VK>Iqcfot` ze#I|4kx;9mACg@1W%)Oy^AGPP_m-*ra-4iBLdZ*^rF(xHP%-Sc!j%0{eVP9XL&tz?FEu+Z*dnl8xSNN+weZPQ!4%O1Ls25)? z*_BR8$mQyKuAj?)SRDiE=Wg!k{CCAs3sCAKGn1&JxL6pjaM zBvmCW;R74<2V+}yTHo_4eSTcKF8IBM)_E^x-gZZlac1s{tC3hL$9V3l);`OY$KVWO z;pI@9H%5o`Tk+Eol;n=Pgdgf_zy>fL)3L-y)AS?2$C&xXLO{CnQTC0B4cAYltGegR z3Xu6~m1q)r+OXD-+~Vg=g&M?%5z(52uCI_5Mr!JMm37^6iQt2cOy@w5$&(JEQ|$wg z3f4~+{^>Igyvc?O+(X@Yr%H$qxIkWhUQB8{`!8q?Rgosk-eZ~Ngn86nCtiYIW~k++)IDH@vz05 z{QVg;6^TtA+2;rnYp$-4J>-TxRzw@YT)Z~IX6XK_Qq?A&Efo$h;?(}`iZ%ACRIm$_ zDFSGf3u-{MVWLw(on^~*%lG11yjcJs&$zr54oF!q5`Jlgi?V9Vwo zDT5jg&0m)+IYwQtPuLIdMHVlqf>ULdI|Pg_-JB5#+j}D5GWEKgq`Et@GFjWn*ciJb zlIcFr?5l`cJdMH~e5HhfWTiC?_v#75?nffj^v0XZ-|lxY%r{lT&#b#wvl$w{Iph2?*b2^XxZG zoAu}3mC#>aKqwhN^zfzWZHvY9R7SyyceZm>v8HSSqA99Pok{f0>TQX{{WF^DUERW8 zm#$o7-3UpGS;kFAbyhR4?5c}7yixdH3d-?%%sNz3#ZWw$|vlUIE+v zk;7q7OUsm*a9b9`!B_zK6#`8!%I)pG`Vf|3m0OjSQV!{Yt&O`9m!}Fcgd-f{irOsW z=KZ_lbm~85O)7m>EOnIlv4>l6pj9&v(kK@%z1!+6!5_|GsMfz=KEu%_t9B<6z3SM% zv7@zQc*MMBc)a%!W0!P{&*wI?uIW4N^$!O@iXcAK6hYnF8&g$J18O|0hkHx)AOUl~ zv9a-3gtmt-%2Zu1gz@Fuj>XA>a*6NeL=W z1%V#K3)G_Sej?%iU3dpqm(QJ?8kUSOWYk{Qg5V{;f|pF>c4yl&71;mj(bq6ef@8Vv zVmqsa5`pnd9ID6(mloUPGy6HpBi8!7y)N0*=U|cH*ZiVEWi%{dyiENa#f%a6L;bj4 zxy4BsVoAKypXS)C>yKM*td6tjBwbEfupj z`Zt(c(p5|4_YYk_r89fWhUmP<;4lb1IwVrRI7@~&=Dt9I(FY{kS0RX`DIdQe zxPoQT&`fkQk?R>y>5>iSce#66l=*@eyoc@!PB}eui?9&#CdBLxtC(ga4sCZ6^*V_o zq(%tb0{HoH##G0=3_~MR*sPQjPh7sg@ujNHW@(5PY}4CXS{QBQ;cP`Z)*)@Zl9UX` z)K&e>ZHc7hhc6dLFYe|kF=3X^OtGhp&w3;#e3#WdYs1{_HSyk**Tm^*n4Q%XVp_P4 z%bSG${zL;k4yXOs2m&xz4g6d;ZcyA__2Lq{!0R-)FO=8atF)Q9{(8NL6JinaWVNI0 z&{Hy15|Y-%`s=ZuZ5XlnlG9UxH3PS;h>*AJp5|6lVy!$CX(FJm^5PJ@5LD4Om&j$> zbPJg6of9hyHU|MK?xLDN1iF(O)77Ae$EOvi6={~OMP#c4)?UBwt688Cvi;Cs51B8X zL`ARR^YDJK91{FM;u1*NkA}+8{5*pAsz9~l33|-#T z4k>UsK}s|U(y!L)3q&ZFBhw|`k+76*J}*8In^5h5lkrk@k##rDoH%oh@J{!eQx_~bgBk3a zX=g@HpprV$UNAAzJpZ0YZTH+YuV|Z9-|Uxd&RqAB)^JX*Utpxt^uf$#Ys4;kA+^iY zuUrMwqE&-TA(so+4Zy-%8e}Z)fD)Pi;$UfTli~@K3u)_DhN?hvUky&eL5-8OxVMJs zB$_ML{N(qko)n}92HYkf)9%(;(K=vK`hJb@Wmh_Wzj#V@egNm~CZCbzn)$ul0iyQF z@C1J3?x|FgcIGlG(JA#`T+v-wKva<8WPZ(U!CfV5gieu2tU4XQFt{5QwzCr!NS?7i zK4xD0;~F8&Hx1vh^B3xJ=`SZgm_YBDJ`MjFMR@4v?7^ zxdKnuBKv!d&z(e9H}=LSsT@&fLr8o(R}bE4>I5k>G7e6`{)j@IrgC@p6R8vt7r#;1 ze>Z!jF}}f;d(0})6U6q=JhDnE=a%p3flUBT!{a^SfV+V6IfMOY>!>sS*@oh=iuOY5^Q;y ziGbDU9^%0s4*Pt(qu!t24&+aELqG8%^nHRjrt7_08d5!b8DEQvDPMGLq7=pF|^ZM-?>@0&wWWl3YPgs~Xvq|lY0 zY8WcFuZNY6#PWXO;o;>DpdhviD(_*x1Q2Lf5!6&0HYL!^_y6to&IJE@YPUX3auJut z2Qezg(+$@M8Z@iAoPgH?Vu4zl^Sudswn|E9(D)7EUz-Xu4GN-FMq4`{9oTT#ttTP* z+P~e;1NSHOWMcQ2m}D|a7dbz8cpQVvZ{Ho&iaH-`C@ALX`NGSS6c7*)XGwVVxNxf9 zs&vo--bEeU{3Og(w!Nf#@Th+-YziAWtmW_(Ro{JTQ&JS6L5l7EXAPr%uhYuE>-0{x zTzrCCAluMuaHH;!(b3xhT-3)gO5Q}NGpwR)iYL^;#JzV3s#%V!jgeQe{t{O6^?@@Pm7?FV_Q z$*L=S0k&&Xp*yVa-o8a%t)HLYODg7#;lUDX|J2M1B{Zus)yi?USA30`5yHBh2#TWwY$i7n+wapV<@wap zSE_($>c#wpac{oJr33srH#fJS?R~u)vQ6h%zO4bs7zzm<>L|xBHhN$0UQfK(t;%`( z-W+X42x_i-!5ZwR3FC9F0BJ77BZ9IK%|hMb)R(8PX;Q4ua{u>tbNM>nE!D0LvIu2R zW}skp1VPC7hwskn6tfc8Eq^=L=!pLs7xWc^)$Ed^nty9aqg-f#aNvaa1w?JlNUgw! z-!iP^j8hG}1W%Nnt3?)Ba*;gtbs(yxy*AbO9^dWw$biM^_Z~K1Wf1hIfYp7GzRX9n zXX^^z{vE!f{oLjSNS6@*g9nxxxSfcX%ae#OCN@<>kx?c@3Xw5h9kdw^oox;Y`Ddmj zMliWy3&JjB+~F5&6!OGHqI7Mj9_%z}a_F^06CMp!IF_cV6t@}m$3F2UC6+lQE0?KO z&b_7oV5YpOb{}@dDV=2L_>Z3mIi#P$6cUJPh8lw-9UpiC#F<#-73Hc(Pvsr?SJRq! zi~Sh&5%ruyMe?D(HY366cJPcK5oy5%mV6HHs!<`8>&23}48kK`iwTcQ1guE< zqnswi#KO|)urBuu@7gsDUNEsJ`|2p0siuk)RwB4;f;g>bLoC~-1fv{QKa{PviAkr* z)9QDo1O^0DF90_5F(B%b1^25vqns`nXboXPFkGkWwxs^K630Fo`fYI^u+Cl-JM}X` zBCHOMmbfxzgN~X38oNVGxTV+5Hk>?l3hIvJS9sQ?Vm4XK$9_0qZZukylCzhk1aNpi z36B&v=MtcDjHl>6QRanm*+L2s%Qo=|J=7fomClt`vmLb>dfOiYYU|5(;k;{enWBKOjYnbWO5#wz6-_(evl%`g1flTVu^ zC7&31bL!m3vIvvde%vPzAvHcRW(^3-Z%|510(CQ;x2^ESaSiR^ddN6IWPlttF@0TG zOW)7B!%h|)>Y2;lS7=HPCt47!;Mxq;(wyL>f#P;%x;D$UFpFXp9b0K>X)i~k-W>8~ zCniS5V=Iodw6vEj50Ly8#)va{6<^813QliVGI%z8c!uq+YLu=a4>o-ByI1iZurmi7iQ9^mULL%GkckReq;NF;$TrUy!`t6xuD37M^*p4Q`7YhaQ%qxBh|rQyK+3USb90=Bw= zVoUAe3P%e54yt;HO+a{8I!AC2v$w+A) zeHVQ9Lp~-!snV&Odv88B$8m4-BsI(U*qAsfMX-#TQ=k#WUv%-`R#$|eM0}}I+3W0L z@D~yBBII}(1ZV!>C9I{c^swT|TXyoyuILlsk_LO(#oU5QW~Yaq_}^DZ?ysJ9pNm7LF^Gvi)T|(FO+}I zNL@39>Td3T{v8!)^J6w0QZaxBJZ%iQLmcc_V3mUQBO*c`6RZ?+nK3COV1)BjW?}*E zjuL=Yavo6lLxziJ!jBjoGqbEBl?+nT;J`p_xAZ?j5C5|OcDW7>3;?v$tFIt#2?Qz5 z;PvI-{}DwMisO!6=*#zq(((;`r-sf{g?c1}f>-dLKYc3t;kzH>D>dLDK?$#$cV@T5 zD6RmZT+0Xi#7>sDwm{RP?5>neU9c6HkC-vTawp_OSC&`M~S(&pDQu zr@5a^0Qfo{LZi!iq1ssb?NPc>j`C1P)TDYKcd)w=4~J-PXK1O-5^L1l=5As8o`Qpp4CL6kCejo#BiSR! z7sdYkw`f1=PAN;kRaOC)t%bKqe)sO(YDWzXjkXL`uHxx0o^g;j#@qfe2S5c1C%dBQ zg2iBaVR_>d!kl-vaX7g~LJW zPCG)Rq@?2HI3BL0Up>R&O>e*L(wN7hxWE3~E0ddU|Dn7~eHZ6!$AgaZn^d2eO9txE?J zUP88ZJnEP`It+f))CkYCCrZW?wpv?<$)(B%{^u#o8D6HCt21VW>!i?kCka_TfQg&xHfUKL{R|{ovpC#JHA%E0{Vx8OmP9q!I~<{iR;H<1|S zQI93D=C6E)Y4^Hd0j1M~8jk!%1!+y>WB znEYGa8h@vYSv-*e5s#fLg=8enu*2HtxP%0BU4s~XdB?zC^?%f9@g&>%9)=yrW}vAi z*|h2*udPpW8S=OBNX}qI5;f-y7&FwgoD7XQ|hU-9r0N!c`4PNl9%S zV!wX}buV3NEhROBF)$PY28&jqTcIY?f1DgpsFNkq?W1NPO;eoS2}2je3in_y61BVV z=f6_KS9sAyKtbC8G^ z4`mc$H5s@EHfu_GdL+T>PQ^c}t8dw=gNFfFk!~TGbvR-kwl!$8HyQr-^|Xm12x9GZ zNp2G50wZ6@)5IX?)q=g2@zwnE-YgA4->ogseXWHQ>%b!8_dTJgY?DCKej>ea$gibE z3K6@XbR#f%P?#8LCyHz$nfK%~)o7V?8jh!gDdx}ni-wbhT0YI^)H&>s*#-plpf~Nw zidmoUm0>j$l-AQm-SMnNct(L!n& z99GjlDiE>7I|Ti?wf%2FpWi}WtI6AyszBfD$iTqB(RJUWseA|W&oKU6`E;cmNTXgx z{BMGHZlY`6$^%5f9#tfPxZNjyhYI&>c1=2DhA82Q?T1wgdjyaxgPumRiqPZ7Q^oY8 zq~9I5o%VrYIOzZ>V?0EQZ2(8`MI=vsG%=5l7v8D8SFL#tC*#!bv*ell+qZ8U>^HKq z9;_9U18UUP-ri_$eL#pp$=>m$WGv2kSud5#jJST~K+c4)TJ-5;ajsK7T`%TlV0e}@ zV1k96Nu}L1el3wwX28owR6V)Y8kKn$HBx?}?y;GV3~7}hIoWp9opyzuXrjbX($OKSR%R(kyo-yM3hHQn)? zc(vyYRxX8Z9t!kU-sKqHV3}4~m-%A! zbbuUliBIDDUBSjp6PtvhfxPRmLT|En7!6mHcVwt4LpV+e5q1T$UdvaS;bO}~Fl|tW zq`Xl=UnoJ|YL;x$dbWe1o;j^-XDV!MUZFI~Fe%i>XJpL@nYkSA-6Q`&sFRcznJvq< zh9YU&`JUf#UP>8{?X)^HJ9+#w~yHw%t#sKbS~Ak#AO}ueHYx)9n77O1`k0 z=VOq66k6}p^u&`)-#+J3@fM-tUjO6X0=q&&zHln6h_N`$%IjyYp0l~_SBY!ncZ$pZ zXW*!xhrzYBXra73PM(JXM;Y9Ww0CJ`xu1F_Doydi?1h4fH+&N7`+2Gbk3G zMe=xXlnX6i{PymgHpB{T2@(W&Y$hrkku31#rLx&?V`E{xLN{C2*lL`TSbAaEIM z_(?~HuY_+)WNL!5Xf7*FwMb<4XLq1$)91;W!yCQ%PEqs2ku;9(HqF+tY_a-Tt(kawc_AkBdsmP zu1Bl0)g7jvi|?LP{fTEawhQRH=v9LhfPLyAsAvoi0q-?j1f7AXQlrXkGE^4{UifD& zUfiMdY3E?})NCB11&yW6V6?B?$gVvbWoe}`3(*EoNlLG$xEeiuvi zZnbxuXysh9PgafdNzwE=mE9_;HQOlaQZd;B{NAkt2F-kixOL zGWsdityGfmK0XLYbVAr^N$t@T#bLWTA+V5nZw@(-0#)_Qq+SJEs!P1NAXwPG0E&%^ zOIk5Hol3qq!wjs|IomS$p%>~Mm9cA9?&{+x@^J4}6qKVe=b7Pk?2$3i%HS88hTLtD zHMV03PEUPRyZJ-aVwS^rRaUxSVUV<%kw-q4PC{I`*m1*z$x2oKMKZI?1~#)?Dv^YC zRU2)N;|3ja#!_h>AFt8->=D>&=EDW=$ossp1p%Bge`#|jW$-~=L+p&ikt!FfsI;GV z{ix#;3s>~B%NA}yqVBQO>0cToFl}jgs*RU~`0SQLI+BzZqQ=>8OP6Xia`$)W-w4#K zoE>Qrq}cB;>$p`exdma*NASHt-ronUgi=xMy#bAQ`cXLxc~vE=AyIV zQ*n6j)5Y1vYU}0ew`i$8lZ-b-Xt~thoxNdc6QoQ>*qJG%K??yVzS1$saSwOlY{nPI zOXGAOrz_n}Z;`eKz*=5&joLL;%`kYRz&FEd(8ZPA^a-#9(9p@|dWNNNmC7 zRc0*dzDX782ef@5!eNKg4q>1BI-1pn(!?~^%zGt2_`RBcG?~bDJ2G;w2QIsew1^;= zZ(|z7IfMp^^ioz|AwF_kTjKOmmfGw}|KwZhPY%Pgl{SqA=sV|R1Mlw1Xl=PU;@}XG zCa#;RCTSW(_u5KvDXwosG455p$LXi~)esw+H||5&<4YqKOB$~lg=<^TZmklkxVpww zDJm|YT3grPciVZv_fvBRE7DaL6qW5P55r4B+6*2XqaNYg>-dwbz#2t7=lV@nnmdbFy-# zlu3PfS>M|3Em@N)B|(r0%S}He+hh{0{64vhj`MD`nsHl!8mrxJC2|a_oXoY0$i65Q zF)#H!Qi>Rog^kMbmHiS+T51})yi3+rC!x6E>ISxMzTd9}f+@vH>t-G4(q{q4`kx#T~mEqwjKusga114*@o#p?@91Z*G485mj{m~J4+SZ4HJ?46UVp zjtM7DBGclv^JNrj6|*Az=(&fh`&kji-(o8K+4@&)AsUeTE-22=F}=&A1zUTL&I&Gv z#Yjjq2QvUH@_J|8!?%AvDWt!L^a#{^{=3$S21xZoaqw`B-qvmEGBXw4CfE#3X>70x z4y~3>WlB%r7o}!qfyP)kyKjIc7rYA>oc0%O3rzvbEiag=6WUPiTtC(mEcFt!rDEV! z{awY$EhH27^+U(3*vV*q+>iP8FrnB>2ou(9rX5O$d9QzABHd)XZ#DB=^CUIA=1ae$ z`gqY(^&OvREa76y?$^f!;A+VDO7TA&-~W#!4gdE;f4{x|heV9Ls0@xlWZYr%u8uvz zd`C_GBEfdQ`y!L?PY!qfpNs}85w0N8(9oGlM=JjKTR1orqjD)CX2N=3RWJUYGpMUq z2TTg%2%qAv6p@2#jZ59e6E{tFrg)`vJ#)@ehPYz?`n@)<+bnN%^z@QC(v=k;N2uEi za1jOjY_ZLyVR}3~ys3OV#dNpRILhv5=t*FNh#4tMig+sjN3s`X)!!J#Ru8=z^kJ;V zeiIW~P&;KFegLjn^hjh6PJ2GXfRE2rx{Fd?;ZGB7X&3tomzKJ9 zUc5)Ykz-Rj4UHuJU}_}*WCK!g`3zDkx2r{*V&{9Z0RVIJH_4pKP$`ziXV!aBK>Xl^ zOGmQI6R0atfH!XD{7`wR_#gXv_SS!D#+w*}1*ln01XQ+Es(bGCakrLHo3V4hdG+}H z2&9r;T#G&d0XOiV;DJTaiB!+Nog-#G>Y6;$S|_gVyb;P{Ur@F?o7z@rs$M)9q%5i; zGW*J&jJ2ZpxGJ$|WzJRg=wy*h;P8K-eOYI`t7+Z+HbaV;0XaTta>yIa*k)@|2qkiS zqOP>-cd?)FW{P<~A^k2u#+^5x@F{E3#^WZnd<}pp;?@Z_^-`c2H8wL3snnzoe#iI-q3Ur}bg(3h+0 zz4QFIob>a@kBR3PEyOkVt@v%PjH>QndUZM|h6Q`ll_a%bn7~{zs=k?Pi94C#Htix! zZ~#Yy+}Cm3!fLr0_kY96&pQm|j?d^8gi&8fa^Y5sD$ULLF=~d%{gRDTFwKAOqY-`)lO93hwMb@NTF)Rjtf@6#gx6@7#%h z-8-t^im!0mG&^vcP4UhP_A*|ZvuAGh9F(O&51$W<=@cLwYXiEC@%rg9viNQkzxe^= zo=f+M5%Plo_GuY}d8`rELerBC{C4zU84! z>t&G8lPC26=!>(hBiqEc*gy9uC5!EyNZ5B>4hMFfvEvnI%VB-+^j0C$r$r2~Za7b( zhM;(2)OxTl)kf5A%t1%z#e0h%WmY!BJLj5!44+MqKN}jvp&-E3xt5rBKyj&oym)n>(5RP@1KzFGOq&o@*z&U3^;LN&E(0<% z=>q=O$Z$c)m)lv-^yQ}l`Q(^!Va|D!{H#41;gC>tr~uodc_H7=5)f0Q^-rc1(1bg| zs;@$==DKK`OO&qdBChS~&IjaBMbL=|Gby=0Yzb#Ul*4-KlN_yD93Wt2aRei^cc?k2 ze#tUl8T+{k4+pk=<%#W;ap~B{m-V~SLOGV;tLii-+ag_8#k|(j7=o2Jf#o8sT&m6DSfjsK=4pf%Qwz1S32(kbADF(O+SOjS z{lWKK0>J`La;QUTP4N0eXR=InTH?c@a1Kxs?8#;{=(xuLT~)c=gFu+UI&U2T*ACMd z#Fyt?{(8zUG&EFqn3E7G6f;N0eh*0HJGe7)B1Dg>7$5r)fJ zNTlr)o(zfSS8)A4eo0qHN^F))s95tE+b^(SfWSO6GefZqiMC!Byyrtjp4<`ndmmgTY`M8cs6Nb&{Ud%iNuKh50ZxL9`^p*P-YyaHFc2{)jlvAjsEgT?)+wn_&o*#5~`9b1uXqw-p z-A6K>-k3*m`p98x9m@LmhGe!wQp*@#Y6kt^NzlazI77gva>f^cUc3)Gy{$0A+0k zP>)wosyVq11ez5NaaGe2;w6w5C*tmL^~Ep24JKk^XV;~TJo`x=rTiQz`#J0_6i)T& zyXd!SttgMrc(s#Xz?!?>M2$_IWiIJnb<|i&EOLgtEW|?j{cTtvfcok7)CMz z9m$PmdEcc3EBB`feW_qHJ9cH67~YP!)ox$RW-K1}*{)1+P2S+Eft-C%P=(_jx;mk% zn-VG?QI4CTpmD6@wcb}K=!$D5GDPgC*HBiEfI z3D*l3OGXniQogn9zUX8N}==vF0z(n{0-aOZUH z*#Kdq;SiYU#&4gdla)ii>Bs$THQULX*Vzp$?_5^SM_a&Vo4{!e$I^~T;+7#Q^;@F+ z>s^Bv%vRHoWhcHe?jDgQpoi0>LDp(^^vJ5r%#^y|7)UFB; zg_;;f1<)9W!-UhN2#oofQ8O*)#g*4}8!9e!Zhs>N($k?`=@05h)u9Rq6wQ*C#--Zz zxVZ;K=HsFVWh2hNReS+0d292c7$O}Gvk@0K?y#`2gMb4fCN3_%X(wxP^6>BJCgt$} zVK%cG_1r-+%7B0X?m4-1B{_t+2oyp8=;%ASpUkc=|0{m-7nYO^h8VaWaQ-#bC-0h& zbP70Ealo8}Mg7bA%)ToJw6!ARLQ-4Dg+~7~=pic}RrNw@PYzZ%s8pHQCg7wZ1!~lT zPGFFYwpBRVL&d~&H7!$c3ieS&VAyp}-I??qD^}QIJZezjRB_zs)R}gK zTbqOuu;1M$ULO4mL6lJr(r9LV(reeQS^UD&t$`hQbzT=(zZUhhg~G6+#ZhT<-b6fo z^LGn@u7JmG20{j%<1^VndkJ3RaDs3NIjhC;4LTcGkvtdz^&7J*--r-tT4XGLyFm84 za^aa#2~2T)$b>>0vv&n88qXW=Z4rBTdzq~@?9gqUJty=O6#3u7}4LhPC6_aL+lh9ck2 zV(C)DilZ$MHzkVfzn!^N1G*E&-zP!S<44*N5(Wz0QkA9ZCYb!!euLt4*D-${qodf$ zzXma`KR^d-OK{AI!kIe>&fv^}p`xibSz5}*K2lG-yTV(8ZQ_0j?p! z_jbNtq}Mvyg9v36I;4bwrYZ3t`Eo#jy!?=P_3f!1{5Y!1xAPg-;VA_Zn3gfv6GIf~ z=T2lNOd)|LgU98qxLI@8TiC)P2MD82>>!p4(l^`7bUvteO&kKwi^1kWkEVBMn2>j- zw$n2 zx$r*aK_|z9@|iMp3Rv>;2HRg5?IxMTmsP52rRAJZanDok%;q#raH~@KHZ$j7*&efr zp9aNw?%}l|pk0Q_w|wVA08esU{P}>ItPw)z8P#Il;50rTvg8c$59hIcr}F27_d?E2 z@m}VA_fBBqb%_|Gib(~MJe_~e8COci$i&oGofD$KWW%qw(rv!RrKT9=&XzvkF@6N= zWe1zVv^yhWxcStf?i`>M>Jp)hKLef_cGF7qA^~iab7+mk5oz?AI6~DWTZeEvp+C53 zFWQp&xqs_P)Keloc`QDLALLb&eo<^0{_rQb{Qi@*H04YKmYLudm0j{YpO%r4>;3WC zI7V<+cV5_DiKW9fWPh!A+U|W!=!diUNKXw!e3&9hf}QCd12zli_FqE4zG5MX)8PyP zu8T~3Z;ar%HB)2GxT@CtlT3v`dBG@lr71FnvKpgp!*@BT==z(Iiy_CeMY>yitq|T= z*#%C@?+_+SDCGFJdZ|ESmT#MFa4!AuU@z?S5u^yrdo8!Fp++VkLKTp?Eg>14sCz_1 zd{Eq=8=Y)bJan`k9@V%jT6ipVhF_&&8^CTDAk3c1i$0WGbPm z_ZdS^j8uOJ~%Jc6Dx3!q19Zs7-|~86TfwBUL`Q zoq#1!X0CcQ9=2Y7Uno;4-G3gg^RPr!u`yBcxl)JqOnfll73eanm zZYAeQn}!eu3i`IOLI}D=%k4I_AkowLk%9aDX2L(%Z<>Pw5mw6s{{e#spaCHo)xl%G z$t+mEA%E4e)$SZxe%BcR%bFbnfm3)GquKz43(kqMtTzcZS;hvG@JoKyCvyzT^9jn2CFh`( z3tH;^7K|{neiBis680@qTy@+Yb*ETwH(Nqd;#fuCW9p@l)Tg}hI-9hHX=WR2uH2a- zDBfEv)dpteaeD^L4L?mK{&FwS?qM11%=cSEqH~069^HQH^27Xkds*24EPX_0#TJ5G zi8Cp@CbE~XC8Nb>rA`w&uKVI~@O~Z!i)r?$@wtj;-KVHy^3=38xtg4cRC+OLCExYzncCR$=D?Qd z@ORgw8QUZ}DWvpQfCPVagqx_4P_*yvE`gDXii(#lZoR*kc$;qoROy>q%S#_rHSMj> zXkJJ%`llS_hCMo5U>r8hRHPH}k2(9Qt*RY2&NW=p(U^*`M?3Fm-J_OzbE_RXR!0ZY za!d>(zMz?OpZaoXe1-@Dv%1#AB{}=}i6>X8Rz%xJp-K(Afw9dZD#xT_md?@n%hv?*$?y2=QM2Zl|5$H&xSl&eK$5jIz`hFJ3=(+fja_^OYMn+M_J0 zbTN&_oPA&?Ey*x)`*wC3z=Gl+l0*#DQoukZbnF3hAYD=@)scwe9XuTiq%Z3COr5|1 z$;kWCT>8w8v2La3jVsc{5Z|a6`*Ek}kiXR}0+Y~hn3U{%qIqd=GDwiptF=t2^JHb> ztB+p3J6whJM~z`5x97V2q2k^aXLtF-HkZqpXr%q*{D_o{DQ92HE;njgaoWBUC{QxC zNMoJl8q0AXreOR=!kdI%UVfr;QZ!v_-Qx_Eo->9d>b{4j5488B+KH{c_W;9Yh?%%e zV_`Qti{fc`$kOr}O`-DJs#MY9OAKpTAN#LK&rlzC6v*zDIe&^Tc{((bc&D$SdcJ+M zW@}Gdsq2HrOnz#2&`9Ml;jV>we-pSdN+{-8rtarBdKT+Xf{g=%#k15+X|AzHS1-zn zB5et$*{>fSsQ%D;+lWGoN<6td)2kFA9v*Jq$U}J(lvCi&7 znj2Z^d{hx+nxu$5S`K*m?+%EDWGM;K zbvWi{6&6jSk#@$FQa|~JZs*SFR?gHf?P)*qIEh2v# zX}a{I8g=9SmSqp#4cU=!w02`qWv}8eGxMj0Mzk1Hr72DE!f>TJk@LQ}3@Z|^h(H1$ zx?^-A`eoZ=y%gI8PM}=mJ3iz)71oia&6_c#zP;m@`u=_WeTHlc!9=3AFR$|Ed0xrB zN+i7BT8y0j2`ATBL2b2SkstVe5@9*h$$)GI&_%18T`V{_o#^E+2-x~{(xyIr4%h4?b=`OY%yCM z`utwHks*RoT(JmBAOHT&^?Q5;gig@cW1p;ATF?;2CfNkAw|-0X!_Bggz7OK=-pYbC zs&v80(;Zlja~(U0=xG4mR{=gii#BpCmB|2!U)sd`9BTd^Pdn|Xvn1aDeN3^#Iwps7 zX?)%lmt!+HYPZv%hTQmRVC{$ciBQ}2c)@ZvX|9})aawWpL4xPvpK9GKP7zeF)flBo zCQy{a@AU9fy5>7(p9LdieT3enllcqT0hwoEdxN z)_M?*5EGqlLM%!(O34|mTconO_G^RDa-5TCqQ9FE^i5%2v9!omw=t4e1s=6nqT*eV zmL&o!KE8mwYAa*;v)4opnq9|L&=|d-hAJhN z?L|vEesif~KN{%GdUsQJu_s#)lI`cyDfNJw*Fih1_=|rC2n;vJmp(QkO^%ln~lIi`;--M;Qc1ZQPHyBZ6vA!mKQYt5IUhe$cwRHc!93!E6U0 z6{Lt{ytoH|;RN(;_#(|-8?&8_jy!hjK2UAsZg#RFF3F6GBg-v!>jdHfvs@;0!83G^ zAfY!T_aT;ioKhMpXFH@<(o>jYmICY9vqM!<<0{* z;RDQdJXWI+q`ypvvl0mNy|UFq(2E2(l}-vjAS@oeD64O5jVs|w(>EQiz(vD=X2`Gcz6a+2Nho? zWS0UF$%*8|NWaPY;4oWZXc=s5^t4K+;`%e6Q1tS0@tG-=V=V`IFXVA84I>+XE#FXmw2$GVcufc#iez@A)k6YR z3>@<7WVk_)RYQ{~o{7nO^it(f1ya3XCZ`uH@uGo*{RR(g0rCj*S%K8A!92<>l1aCzfoVYPl+5MF<%7^^-HYd-u%;EVON zUpT2Yd5WeUSvkM?n!?>#y$QY7VKLpDt||l&owrw?_QR*beUJUKYayTW8RlB2LCcp* zJW&3qL2PNuf|WXxFkGfXW%H9DL`ss4eb7ZR3he@H4^!l|p%&8P*hoBk`_pWTSvn5S ztND;(T&0J}drilc-WAi^Z5fytjd+{DRBS$lK9|}rm_pF1l%e(X``f8eBXp{y?d2KZ zD`4#MsAw#0Xu4B`;ss+o1q$0oyE&WVWrLvDTD*L`=vLx9?C=A&t(VNPW zeHX^qWl8o*Mb@!SmPnSdWXTYN;XW_*`F`H_as2M%zJJH@yXVi2jJeEpyG=n! zEBVa0bqi25@Kf6HKLJsx9w+KxA2&NOzX6Jaq(bMZ;K8}3NCT5|NKcOaQGQ(`E*ZU< z5m1aiGeoM%rC#1!IpEQ_4HZ=jJ!U~qle!TQBlS(Zmh_4}!CT;6ZO_L1*AgW=`!0QV zi{qZtKwUVI{~(YB)m#-J;qtQq0voFQY{ANb@zcZyIc}N{CW%V}xx@4Nfv%{jeEE;U z`@7734A#{LA8f#~;Thu4p5D+O6`%D0bihYb=X|w1`|fy#q_RQxoGhkps#x{$eS2=K z|Jn6IRUX6*j4JT&h9{G2Kj|j_VS$Q?Q-TE}MHWp((N-1~vC1lWBIjF)5AuXOf4;6) zrB58F>kF34IbCWPwmg4-CO@Ao0;4o(d?2vI_2EMhAe)LzF82Z<)$-<>4ma-3&dxD-(i@Ye z+v5auYz!Ri4yF%hxR84q-+y_@8=pdf&{3yi6O_BgGf0o`$$h>|z zuo}g{Y+cIO0sE|4XcpV+zH1YuBojgT%~B_cJt2R4M(=`I7<=}hQL{!Isd(XgeIE9o zI`DNFc)c; zs|rZi5|=0>3pgSqN-i{<=1F0O=$2nftCnHca6j-@p+~;}YHob%TwfI#Nesct8RbsM z(knv5QN-GS*GRrtA97sOY#e&psxkM356caUNp5&v*K_=@>7@7g07PCSki>AFMby8t z^}ZJ#O4^G@lqf8UetrA)t)oNCt5iJ8k)GBrjG2KEhMB+?hVF{p&EvzNn1t&wj zB_ZLgFks0Lv&VL| zl*Rv)K%??xYss0C&LGZv*o-WDg9vf1ZHKu2J`BG5dhY)MnH>pKvn!h%tw?H}A@sY= z?UJ2L{Y%MxrxeFv^C<(yN>TP=1Mk^cj-d3X(BPSl-#(d;f*u{{VOwyv>3AM%%|iZd~2ENO14`D|vPaR+sG&ox`Dp`!oF+cKy>i**WMTPU8 z^d-xLUPR%iqw{-){JbyRxO>zhp*#?%ntyb!ujCvO@L31y!ChFVk!+j_6d->SK1p|y z6{=%m?l^3%G_r=U6Zq1lINgQ%J&!19m@=srm{AM%5=V$j#_v)2rlE|nteJMWSqsbK zEj$UAFiEFZR{r0lDh4*+Bzsg~Oh|3{T z=X^F^s~*0vq8I*hpK|F`cLrGR(>KNGxy44WJ;^G&UQ6S1vf4bgwmcL0v_a8^RFjtA zGkkqvU?sDeW`2BACb?eGs8sIoMR9i|0WYF1!`21K;)5<>rO(n-`UXIlYAO;de-Ml`>Rrcz1gXH3mlXo#T@Yg$( zxU8#1{Y50Q&Lc(0ZeKvjisCy?lAkaORX=Wl7StEtZS>8E*L^yu#)85VD^BBOz3n1H zV-j~~_AS50?N>F1nly%d z`1P{&BkeO2z3gV0HrN^U{HPR}lxm_UF3yPLxU9$wqk-yz+Ol!PZw)>(O`IO9H< zJ&Eht&=xG(W90MA)OIx7%s@Fr(4B4dD5l-5jXp%Ng>aTKca^*^io{D((C5vMuuwUo zLeBrz;+WUmwMR2=w2HiOS-biMbMboB-hh~;kb6TsTBTU3Cu}T zzjnT^wOrZD{<#S zGC3*Il-v@gZd{@4*=hO2dmS!};8|6t#C*vW08e1+hyYJ8;`(9~y1-%GL(q~($O7;f z9)xqxU@~Uy#J~>aBj$5-aKQ|_EL_ExyAKgAIZJ#S^zhkfbF`nJ=!c)`&U65y&!fkW z)d+;B^Q#v;s6|83aiXqPzoq#B=YmPJ$xBWyUQK+-OB^USue>){a#ek1fLj527@JpZ0EwTOr>>JVTiNQMU==NhGj22I*p9r@rY1 zK4#%+dbJEN1iRPf!(%!WJ0rB-T&+RJtpEnQ2*J$GFsWx%XPnnuX8M%O26=_C1L+NG z4sk@uwkwHE+MB2H-ltiRhLY<=)f$SuM|ghiY_(t~i4Br9-Ec_scrws|GEm^;knQEM ztQhYyqv77F#;UGs<(@1EAL{n&M+(tR+<UTf$4R-tWF?~EFBWDy{AB{7(ds!@W5nvnD@8W z#`jdqhwfT!;>+uaXx(ofwa6d*pXFD)gU{>-t9qG^3Cv)XnH3Qqn{kD67@W%X-`mdp zF(HmlvvpvW)gkKO!37r5#XYub+TL@KcAcM>qyqzNK?`-paIDkHT`n(o-#fcJAkUj7 z-=o24Yo3)r!9PFNtT5*Unv3k1<<2+=8DFNDt=c|(J8Qr%yCgPPzf;p0u0^vIVn^u6 zY0nrqH1hXI|GDWh>;``t;^`sEcvZ%8xs+OEyUf+wRGJ#XBA6^eJ|gZo`Z0Zi4;%{K z>$CBvj*I3$U=?&FXS4Y<{&=$2Ge2z@d*jB9q%lD}?W|4KCX=9snpz~xEj-yK4hmt) z!UC6LzMrKbab)6GRmi>+Yotv)b{>)XQhBB4Ix|BM*8KHB1^6nQezqMixwAmEN)CUK z=@LaOykuDI_ylNI27M)V0*MvQO(p{9iloJ3mo)L4D?kl;mOrEg?blR2K$zS7QgHt`vqZr#H zPomICe5+-@BY__C{wI62yOk&tq601N`;ED3sL$+~8`QFmo*`!ZDqYYE0~UA;%IZ(Y zUM%z9Au*O)+!{2Ln1Zyqx2pGrV>qnYmy;}Kx zEy0KPr5Vnd!_Ye$;hlWvr3Qo8_|u^W*IdAO=y9EnzE1$bABZL`MsC3PYufnE6(aTx zk@~2!Ra%DkQMX@`HIS0yv|Mw1EaU~;etkN!mkrt;NLvcoy44z@!{g57*ODjBUr6?x z&p&TirOCy<9MP3+oOx}nuhyYJk}_)UsGNDxaS3<&qbU!K?AH6%tXkERimOG@7orgS z*!G0_ktlg34^@q(w{OJ+Gs0>o*XHB{S-yZRGrbDzPvT&WeSXm3A88=o6hW6)=ge!M z^lkYrOlt;1RU{L^E;W8ZT6*xOfDD){(&5eU@0`G;Gd+r! z{E`a{i*I1w+>5nJM8t+cPl_6)T>6EMx_E|W$gzzKsRM`$_eM>3F6+xpg2dn0f{1exp&7Py-T;_Mx>?I4JGPhhG5XqEF1m-#G6KI?MH<_{mft%6RY zk1xtFyrNmH;Hd=<$akQDBy+mmN}IxzfY#`T;Y%Ou1uol<3CX?ghOlbeT2 z_TIoVVC@|JPlim@e5BK#mD?T+S~a=ja79O49HK zT8LKCss8ft1NV3|B!-+_Lt9>KX|cnRuKB@c)v1 zyziVboK0QeFu^WO!KsiRln8A=*T4$;lszcV?`N!4(m6!hbIUrMI8o@uEM47_B-Q^@ zfnUcIT#J;ir%s>F08RFa&xU95ixL3+LhDU&1{d=Y=t~Vm^8V&bUWR z9;TMJ_O0kXHoU;81pc+0{0hFd8eA>ne?&ZvJL1rB>X}{c8&vX`>E>!QdqqJio=Yci z!nXLFsZ;UPNXNU*iu?*1#3!1CyHb{58jKK0YcsFA2=lQ6SVcc6JtNlh;=t2j#ZH;S z^ny4lbVqWT6 zya=l4`Gw2i6vK8BCgz9h@K?iIhqL@r^^ar4ZXQCbkwD`;gQ(xsWjJW_L8eG_EfxSr zMvh;&EvfJWYNt;*AVgAj>4M1U8o3rQ@9J%UR6KSQ?^hg9=$?1py%{(L@c~MEk6aXb zpH~KIb?l7}3@RJRpCFWHwAzoO}O%^V&m@t@t}| z*@QoFUWjU=@-(|{U)Vq4HbIRLp7GrPDq;-w16b>tevQZ!y97Y&pa0L2#-`Q+|Q6+-ibKe7FQ zN?SPJ*{H!!?6RR3de(zAuq#YIEMW3e@M9_Xt@NUm18Y6n6tY1I;a`UUTXFQHaC^ZQ z2+En_*{WQw{*7o5oSoGh7Iq)>YNrrGRrwD$Y1ewwieyOC)3_Ri#Co6EfpTdQX*`4D zh6pf5B^vnoP*=Vo?9m;@@=}R&MFh6ELCVwd8cQ@OLqF6W4woLi;D{IlFNGkg$91MJ z(n*?C`3QzS+e~Bunu{Sv}3QfC_1h|VnFr2E9{w8Z3c#%eU}u;VO?&g@CO|AU>j(? zT!0su{dI&{rnISYFhWGK@e1VB%x0HRzED%eR$&czq@WF-$hwA4=bVzDs;a-{e5$sVmDQLvlv~ z8ix&gk-65fr#m;-C$4;oj7*$bdF-tQ&Um2Iwt8i^MS|&1(ZZ@p)9F(X+jwxMz!`pG z$s=X89O22KDmN#;I^vSR_D_=?e@J#eH6CBH`*?8oY0)J~WlUC<@y9&sQCy>x-3kTT zXclcl1ZMZ#u!26e^&i0kBAqKXPqTC=lbq3O%X6aN%DkAXds6#2n4-@3FXAb3QOLX! z$<>LpB5XIGpbWXnjnYgoLbd0FXaIz(WmMs~_eyG3KEiv>n)e)eE~?7wSk3h$!|4{> zRWO~aU)LLJk;CwQ1N$RQE!3GsQ_6?Nflp75!D?OjUD>Em|GV*XRO&b&J&QUg2b^OA z;wse5#(VzgagjQ@y1KIdaqe8)8S+_Ms%0#Lx3au6e^=M!s`IQWGhONAa~D$nt+M=c z2P?shQ=GX%!KWq$B%zOFu%PxGLMNuQ{*#4j6E5kx^cx>x5RSrMC{<6C*xtYe%$T~mg^*5J+sM|g>Rof0zle~6BYU< zytuTq3^Suvr}L~(AQowxULXmBbG3V>}X?X6gC>*cI^qS;4u zqZ5c#+Jhz2Zx35e3KtqH>Zr$ku8(j1QQI7+H<+oNTK>(xx5h5s%|t&WJKpE<*${>7 zYc~`h66P2bH*Pm6tJ(g*n2r&9uH~&p2grVZQ28k`O8bRXsMd>mmNQ!!q|v@1|&hw#y243_Ga@mL!XM3x4N%KB#USUv-z{8R9FP_8OIGdD-{~ z>@Ko`z=TU~Vr6CJZkmbuKA&yjt*(34@qajvg~kM`>w%YyD4N)mra4FbP|G9dd^yyT zp-IW)i=;rDNu+y;#e@6Ed!sqwy$RaIxxH7q&J#F_Q}|jJzW)J;T7h7$@{!%B-1Pf@ zKlHu#BM-=&T(ip~ZmP0rEtZXfU0vcAi`y~>T0hjhwX|^cO2n^K3f`7e+f>sWRzSjQ zBjC!R43vRIopXBY;ienSgovHnDlUSJS+|tBH%OfQ%lH>WQ+QXcj*nO;4761t2pv zV+%<}fZ@H@&9M>u@u6d;^oMR)fmYg$7c}~_;{R=|&J%|54B;I1E)&G7fJHasILOP( z+XR5~7NSuwOEd|W_Fu`214SO>_3ikB0imP2AAVnleoLFz;jqSz;k~g9s2lWTjOP- zD%9r5)3!RMX@35Hdrdq1`MT52j1jjXMKxl~Se~TYe;}~V#w6Y^;D7#4%J={GU_t&Mi}^l60IcyFl6r17!5woL5|I_oPyUmXTpChmTKLZA_YjuJ9nhCo=5HuQ2$^Q%at7CEl3y&C*{;}NAp zMF0tQH~+#}dl(rdP%ScnDp>^D3KeSTyHHJqM@DiZlJbGmH)3=L`(aPq!j&3Vx+sBv z)-BwY=>CN}ItJVELkuYYD(go}`Np7Fj@%l?P**pG#3N1?=~oyzw_o3C^1-}|EYEJ+ z`->A=Iu~+6w0zhX0W*v)uJ(TJES2Zjjzc2l0gI`ghsNAqnT{+jI#XfDO{Dn>vY{X_ z<09~OvT{vO%1*rG)ezB9l>GhGd|Vt_c|-9eWmVN@?0s1UthA9Q-j9)gLk^uxtSE8E zbYT5SwC!U+saJTdxfGiqp|EA&lkx#Eq!YeDUy_F^7p*Ec5-~olhA>Ryz^PTIdvI=a zgv7NHa0Bv&5LaEw&jidK_UHXGBBw*WsbfcaD_skyW#hMys1xEagRV?awFAdaYVQ`< zp0@K0Qf#OjM(>AoZQD4bI}DkMC8`JFZ88E`f=Q+kFrdJ8yCjOQpl-;qEoXkANg#fI zCh)J3SZAE6vry?!1ukdD_QXKdIyKt$pUB*;y5A-~G#n-PJD6-79%aBIs*JOc>H!vNgI1`Tab` zk4wi219n2bNU)6;1|)^ZTtt+9pF-FkGx+*}3?~b=tG~y!_|L0!CWthbE82qV%iH{*0_eWKsv;Ybe$=xWKta+0j{IG%274GG*a9D1cWy zSLT22FwPMxS_LJpTTs%?;g9+k&rh~~ab}Skk51%AWP`@1#D>oMK zwZ0cjs&2v<4YR080h`r_LSIXMo3)#=nCjL~?#7J$npc3zS=D|#OHT4= zl_Zt88w3VV4U{R9I`6z>^!-F+80pqL=Q`SOgo=V}r@1Ak zP05_*t$p^p4?0diuyFd2QqNqYvH~&6`GzX&IjVtC*#q)L5gQAsC65YoC+CIc0=DUg zW@-?SX#yVQ(!*c^v-D^Pca$ku z#D#n8CTw&E@o>=vtyQbYESKglO9w4f=U>^PCCT>gW@P+AsnHZ>eyivNAA^^`YG#k zKAVDUu44yePZv%&GYl>sD{ghotX;R&(>61az+|Kspk{P)DYM$8J5CUF1GeTm%*)V5 z-l|8Yw-mu$jJGx$7 zGd+F5l{vI+8pqG6;7VTo7HVgx!gQt09SIH|CVS&ip?P@W za>J%v+)w4e0U%_=;!|JfyXbyw{f@DFW!y1WF@2HM5nCJsx_soaP3r!VANrF5T{R|; zSDSFbhc7gaVX*Tl@#shI)2((TvpdJ!6HO0R6l+n()gThX0+?3$7m~4hkpuSe#Lui?4Mc1 z>&2}m@F`77`8KXq=Rlb;zE+Q~&^al9GnBOk0OD_*iuRE@C zbh%A6F5uEOpq7XmPDL0tFwcS28v6t<^7ZX#xJn~(b0o|e_kH~NXz#^KPD_J;Ip`?0 zHJ~Kj0c@}3S8DCXQo$9k+>Nb~mcB)TrT*;CH)?VWZ^E^~p_B(dp+VpBDfmdd%-emO zVujbp3Is!jlGn{(ZM6U&q2-_??T2m3WjLWpQtlnTmUE#B%#lJKu^S&WqlTN=42;Yg z{oxdCoAhioIM_wGn)bUt1Ma6!gL4qu3(KsK&oR2du^ORAa09eYjG1F!tV*3KZSSLv zJ7DP*RfZb9X_QkF4Ofqusx3X&246$-@ng>DZC+fqg*T&0+&+V^(Gq`&ND38cwFWA+ zO+sps13|F5&(_lE@Z zepD0DdSHS-3tfsR$Rt5~HwuOfnQX;mVA;s1s6t9%s6M|y@qTkK6X`z7AkHtkcX&t^ z^B}AmPcS|fAzWuLZy|*7gY4|*kkTCt?6;5_1Exfdd1b$$z|I=)>kN$qz~#Z)%=>Lo z3yxu6)CFQ3`~eg=WcU(*<&^Hv%Q(y+_OPvL8iDd412fIwpfpi z!LEM>22vsOaRA++_X0B5-Qy5+KMf}hM9)BG*fq}l`KcR!e(F4I=Wy!aL8iMPCfK1R z4giTDZ6HSB(mPHN_Uv7@*`F=ngNt#u2hT_508Bx%Tv>uLFqu~~5vDC5=4xaF1ah!N z<_m#UzzF8o1FkH|oCZ?8f`0Bzvw#NRy#8SrAeV$b;i?&+1Mhh2Lab*F82Wn)b1TI=wuuC zKP}=zF8y|vn>7fqYqpA_&YFOw>r1&x&#I60g+s`=qx3;+^CNJ}bk!D8H&Gt^B`B;k>>3(AI(dYcs@JnicYXOT>a9ll2UU z*bUG&Nrz4BlXSkmCp5G4`H*QbJhzMG>R>9?7k@Vn`xi$qpK5!9Igl+sUY)}ksjpN6 z(F&gXl`vAvX`sxL>e$&1)3Wm2vblm!ojt1vb*a?{-MRfM5D>t->$S}wQD(@<#f%}2 z{jBV+>0GlZs0kK+>OB4m>ujv;Jlve*6^u1oj=miBW_GHLJx9Qlc{Nb3ilVE59>r6Y zAn8^l3EdO0(lqMDOI^Qqt-(A*iYF0`YpfA~G`D~EAW3^Um4pnc6Mun>W;%{ z@G%ki?J;huxToIs7}_MtIvaF?4$rQjmI1bW%U>n{_wy(wBb2 zV;vKO$s2&44JaZW2(2B)V4ba}aV$_@ zu|4G|@q+yk>2-@w=N30RN=30u_oN8b+661qe+HlYH>R~7vp$Z)2w`z;F(KFyRT`vA zZ-SDZ4Q{=a<@69+*b8wY&Smgti?^+!?-}Quh0{~aX~iDpmRC&dBy5Y!#!8)k6S_*q zRkj&IX>^)UF2maT^%=wMCwWy}w^aj^JRA%-^+z}pqqWKQ=bt7S%mNj0cm(OeG71Yn zErzLT2lMOtO2b0*&qVppl7}`o%GlA#$N2|f&X#A-DsTLBCy7LWYDb#X9n=lJ&T&FR z_q<-6dNo^semZu4Zpac)RYX!>GjzCj2B@Nsz{ynhx-7zJx-HoE@rHz6ZfevQGvNF~m@-#AO|N(V2=GP+0_@VaVhzmN9OWdwvO} zGQiV40cOX0SrpbpIE*JkCmHD+e=`2ExHdqs`hH7}!$S0PGdIvS)do6UQs zt@Lc7(t8gg3(b}aRmh&Gpv8X-PzAg&1JK+LMa-MJh7y@I{$*{K#umuY>ede}*qZJq zfa1fexY~4@b@q8G(2GHnFtKhaL8aqs!>hWlks_jvs4LjhuU>VOs|u%g-`AF?S>sRd zx_>ip$#w~^-;Z%hOM1p~nItZ=gu#yGv}R`MrNGROUrlcCwM6XV*a_Rt*Jm#Dq~UKc z2NWNs>J4Is#x_-ru;%{t?bJ^G`hs9k_ghBBLAeOfnxAhZOd_52?q*)G34 zzUO>u7R-~sg@1Ygo=UpxwVWxcCOJN!t}m1fy0@jhnos-4O;j(8?OBs^fb+YQASttz zjF4L5TFGdKEPVvRu6t-}vlkhG6dY2*8P~%t=|zR7p5pI-mNX`{i?ajRtwS=gKCe(U z@SKN3j-FS|cv4s6wQnH|ZouAq+qOr6*${WJ83IJpMv2g|xI#`z`~pj_^Eqa8g0Z1l zmIa6w)FcPcyegJbkW0f^&9Jcf)99D6ipH-=P zH5mCh6~Pl=_uGAlNoE%)ODAXU(V)v1+rPQ7EQ8EPZK;Yt8@a(gRAkf1!x~`xaQKNM zjLsnUdc$&qU)2aK3^{uFL$hcW>K#xLPaQFK)^a&I4uLr{{3-=jkEmnzZ?A$V1~j-E z&_-e0bZ&SH429?Z3u#vqq*)S+Vd+Y>vmst`fj-9qJQt)Lu^f(5=H22-0_CFzkts8j zdugafVe9Vc6w=2%;y6Eev2o=t=3a=RrZ?a9xA`7U*=Noby2Hxd`H;s2QO^vom}D47C3z zb!%K^FffhfaqP4fEV8>*t~jIxJVGotSB-2$O53x$pnQ4nU&|qah3wNP66D}2F3{9z zljql#fzY2}DOS&=%*n3#E)JTbGf4dUYOaZVUR)QQPFeTxAcyr-C@s8Wx(|W^6yf$g zM$CdZLJdO$=wuh}PppExo7DjuA6s~xPK164EUCL6BG?B;3E{WvKsM6hYjJ6OB(et{ z@JiLAnST61FzQ_GB5c)y*Nn-=-CIEeHpVT;obDx%S2D7Qs_N=d!1ZZp*0I@zc1RZ% z;^KyY-cZboN%XU1WR|DywXGY7;OjgAh;VFS23u%Gw{vF6$m2PaD2hX%x9)V@}GxR!$vta%{u zEILs`uOLI@W(SWtvYEzCg9$F>)E)Id{7vXmeMo+fC{ghG|7Uj3ztsGHN$&rvTK?;o aO?oAZ^!10oY!O>GozivnYx#1wAN^nXvwz.json`. ```bash uv run python -m benchmarks.speed_benchmark -uv run python -m benchmarks.speed_benchmark --semble-only # skip the baselines +uv run python -m benchmarks.speed_benchmark --tools semble zvec-grep # subset of tools +uv run python -m benchmarks.speed_benchmark --repo flask --repo axios # subset of repos ``` Writes to `benchmarks/results/speed-.json`. diff --git a/benchmarks/plot.py b/benchmarks/plot.py index 2cf7e2e0..4801611c 100644 --- a/benchmarks/plot.py +++ b/benchmarks/plot.py @@ -64,8 +64,8 @@ class _Method(TypedDict): { "name": "zvec-grep", "ndcg10": 0.6701, - "index_ms": 3953.0, - "query_p50_ms": 385.6, + "index_ms": 3402.0, + "query_p50_ms": 391.09, "color": "#c23b6e", "params_m": 16, }, diff --git a/benchmarks/results/speed-14bf36d03f0c.json b/benchmarks/results/speed-14bf36d03f0c.json new file mode 100644 index 00000000..0f0f477e --- /dev/null +++ b/benchmarks/results/speed-14bf36d03f0c.json @@ -0,0 +1,2152 @@ +{ + "repos": [ + "nvm", + "libuv", + "nlohmann-json", + "messagepack-csharp", + "phoenix", + "gin", + "aeson", + "gson", + "axios", + "ktor", + "telescope.nvim", + "monolog", + "flask", + "rack", + "axum", + "http4s", + "alamofire", + "trpc", + "zls" + ], + "summary": { + "zvec-grep": { + "avg_index_ms": 3401.8, + "avg_p50_ms": 391.09, + "avg_p90_ms": 430.67, + "avg_p95_ms": 462.63, + "avg_p99_ms": 652.37 + } + }, + "results": [ + { + "repo": "nvm", + "language": "bash", + "tool": "zvec-grep", + "index_ms": 4463.5, + "p50_ms": 433.43, + "p90_ms": 470.35, + "p95_ms": 494.3, + "p99_ms": 679.01, + "latencies_ms": [ + 696.964, + 663.683, + 678.83, + 628.273, + 458.825, + 502.74, + 489.498, + 440.985, + 437.585, + 431.321, + 433.818, + 433.169, + 427.818, + 451.239, + 451.114, + 459.158, + 458.994, + 460.963, + 433.343, + 427.29, + 421.654, + 421.529, + 423.378, + 423.269, + 422.921, + 423.655, + 423.703, + 443.0, + 470.852, + 455.997, + 426.665, + 425.776, + 427.545, + 424.424, + 427.607, + 430.736, + 431.347, + 428.611, + 424.945, + 426.027, + 428.041, + 429.328, + 426.474, + 450.005, + 444.504, + 443.074, + 427.015, + 431.322, + 425.814, + 426.354, + 441.695, + 493.851, + 450.524, + 429.019, + 430.657, + 436.434, + 438.106, + 435.143, + 451.124, + 432.151, + 433.233, + 434.51, + 433.713, + 436.974, + 434.671, + 431.667, + 441.16, + 440.119, + 432.8, + 425.163, + 431.337, + 427.512, + 427.898, + 466.963, + 471.932, + 462.525, + 429.807, + 430.156, + 433.525, + 440.516, + 437.502, + 431.757, + 427.79, + 429.839, + 430.665, + 434.193, + 431.437, + 423.857, + 432.162, + 429.496, + 432.384, + 433.989, + 436.525, + 436.769, + 433.867, + 438.762, + 470.295, + 481.064, + 460.034, + 438.986 + ] + }, + { + "repo": "libuv", + "language": "c", + "tool": "zvec-grep", + "index_ms": 3597.3, + "p50_ms": 394.95, + "p90_ms": 416.91, + "p95_ms": 428.21, + "p99_ms": 465.52, + "latencies_ms": [ + 426.309, + 395.15, + 398.477, + 392.142, + 393.911, + 406.973, + 399.729, + 390.088, + 391.645, + 388.826, + 393.835, + 412.295, + 455.955, + 416.391, + 408.444, + 395.292, + 393.488, + 391.654, + 392.328, + 391.153, + 395.714, + 397.459, + 394.59, + 392.399, + 389.821, + 392.597, + 393.461, + 394.934, + 395.075, + 391.421, + 394.652, + 392.216, + 391.907, + 393.624, + 392.761, + 396.904, + 415.736, + 427.728, + 437.437, + 413.308, + 394.99, + 394.108, + 391.442, + 394.554, + 394.718, + 393.869, + 395.717, + 1187.673, + 410.131, + 391.978, + 392.561, + 396.483, + 392.668, + 395.872, + 415.314, + 413.556, + 414.071, + 393.382, + 392.843, + 411.716, + 438.394, + 413.24, + 423.419, + 393.87, + 399.205, + 403.049, + 392.477, + 393.308, + 392.289, + 393.477, + 397.674, + 394.965, + 395.153, + 423.073, + 398.118, + 394.262, + 392.631, + 396.819, + 393.889, + 397.699, + 395.623, + 390.008, + 394.191, + 393.152, + 409.983, + 458.226, + 421.55, + 412.525, + 391.352, + 395.554, + 393.117, + 392.106, + 394.892, + 397.238, + 400.451, + 391.496, + 396.235, + 395.138, + 394.362, + 393.576 + ] + }, + { + "repo": "nlohmann-json", + "language": "cpp", + "tool": "zvec-grep", + "index_ms": 3053.3, + "p50_ms": 388.61, + "p90_ms": 405.83, + "p95_ms": 415.98, + "p99_ms": 446.04, + "latencies_ms": [ + 390.493, + 410.891, + 413.226, + 448.227, + 405.411, + 389.7, + 387.628, + 388.687, + 390.673, + 391.088, + 388.799, + 386.42, + 391.234, + 390.043, + 390.974, + 390.77, + 390.287, + 389.306, + 390.374, + 391.087, + 401.577, + 394.255, + 385.826, + 384.053, + 387.06, + 386.762, + 387.408, + 411.361, + 422.383, + 418.115, + 387.528, + 394.307, + 387.866, + 385.844, + 390.851, + 391.417, + 384.767, + 388.262, + 391.788, + 393.817, + 392.284, + 433.52, + 405.148, + 395.251, + 390.404, + 388.562, + 381.539, + 398.613, + 389.366, + 391.507, + 395.45, + 382.644, + 402.182, + 446.022, + 405.294, + 403.3, + 390.168, + 389.249, + 389.473, + 386.917, + 387.843, + 387.71, + 391.201, + 382.589, + 387.363, + 382.894, + 383.396, + 382.32, + 382.872, + 381.422, + 391.284, + 381.874, + 381.643, + 378.554, + 380.954, + 388.665, + 381.344, + 385.502, + 409.588, + 415.871, + 402.785, + 384.004, + 380.401, + 384.904, + 383.406, + 385.485, + 385.84, + 381.669, + 381.683, + 382.372, + 386.68, + 382.317, + 380.921, + 384.978, + 381.883, + 385.651, + 382.234, + 380.516, + 381.551, + 384.679 + ] + }, + { + "repo": "messagepack-csharp", + "language": "csharp", + "tool": "zvec-grep", + "index_ms": 3504.6, + "p50_ms": 389.36, + "p90_ms": 404.47, + "p95_ms": 412.75, + "p99_ms": 437.91, + "latencies_ms": [ + 390.837, + 386.27, + 390.424, + 392.988, + 388.761, + 394.428, + 386.295, + 391.628, + 385.927, + 428.485, + 390.778, + 391.804, + 386.159, + 387.879, + 388.432, + 393.996, + 387.05, + 388.577, + 386.76, + 384.812, + 403.928, + 438.327, + 404.398, + 405.157, + 389.099, + 395.394, + 385.545, + 388.667, + 392.179, + 391.51, + 394.476, + 391.108, + 389.381, + 395.901, + 391.743, + 392.696, + 388.764, + 384.336, + 390.667, + 390.025, + 387.054, + 388.569, + 389.956, + 389.521, + 389.4, + 400.82, + 404.256, + 437.909, + 410.794, + 390.087, + 389.832, + 387.121, + 386.506, + 386.578, + 385.336, + 387.967, + 384.301, + 381.714, + 387.469, + 384.462, + 388.888, + 391.248, + 392.067, + 388.516, + 391.65, + 387.997, + 390.499, + 387.205, + 390.074, + 387.557, + 386.963, + 406.157, + 426.678, + 403.129, + 394.7, + 388.919, + 389.336, + 385.31, + 385.575, + 386.298, + 386.316, + 385.428, + 386.65, + 385.82, + 387.311, + 386.02, + 386.453, + 387.841, + 386.697, + 389.842, + 393.166, + 399.247, + 387.426, + 383.948, + 387.027, + 390.133, + 396.048, + 406.663, + 412.557, + 416.348 + ] + }, + { + "repo": "phoenix", + "language": "elixir", + "tool": "zvec-grep", + "index_ms": 3130.3, + "p50_ms": 383.94, + "p90_ms": 402.14, + "p95_ms": 411.35, + "p99_ms": 424.04, + "latencies_ms": [ + 382.979, + 383.696, + 383.911, + 384.393, + 383.5, + 385.283, + 383.157, + 381.622, + 382.837, + 380.328, + 382.932, + 380.905, + 384.164, + 381.612, + 400.504, + 410.835, + 415.365, + 392.963, + 378.886, + 380.222, + 393.816, + 380.887, + 387.453, + 381.486, + 382.779, + 387.517, + 379.862, + 386.317, + 386.626, + 383.726, + 398.944, + 390.773, + 380.346, + 385.777, + 380.975, + 380.594, + 384.201, + 382.519, + 384.366, + 383.433, + 400.346, + 426.005, + 400.571, + 402.109, + 383.444, + 387.7, + 385.68, + 386.127, + 385.257, + 382.56, + 385.614, + 386.46, + 383.089, + 380.559, + 423.917, + 386.765, + 380.658, + 383.941, + 383.51, + 379.405, + 382.166, + 384.434, + 382.709, + 386.014, + 381.864, + 383.956, + 411.038, + 412.074, + 406.429, + 388.7, + 386.645, + 383.172, + 382.219, + 386.052, + 382.745, + 383.894, + 383.953, + 379.66, + 384.645, + 386.418, + 385.602, + 379.755, + 380.833, + 382.611, + 383.169, + 383.548, + 378.641, + 382.18, + 379.507, + 382.373, + 386.041, + 388.959, + 402.168, + 420.095, + 407.848 + ] + }, + { + "repo": "gin", + "language": "go", + "tool": "zvec-grep", + "index_ms": 3786.3, + "p50_ms": 387.55, + "p90_ms": 404.35, + "p95_ms": 413.21, + "p99_ms": 417.94, + "latencies_ms": [ + 396.824, + 394.296, + 397.943, + 398.109, + 394.528, + 393.619, + 398.719, + 399.706, + 394.882, + 394.396, + 398.699, + 391.978, + 410.76, + 429.311, + 417.821, + 413.139, + 391.938, + 391.612, + 394.026, + 392.011, + 394.194, + 386.964, + 397.982, + 393.81, + 393.79, + 389.039, + 405.096, + 391.65, + 385.637, + 385.784, + 395.02, + 380.969, + 389.394, + 387.371, + 384.672, + 384.713, + 385.271, + 398.572, + 404.265, + 406.067, + 404.147, + 385.797, + 381.338, + 387.564, + 384.033, + 384.626, + 383.886, + 385.303, + 388.846, + 382.52, + 383.835, + 385.233, + 384.028, + 384.952, + 386.891, + 384.566, + 386.424, + 386.02, + 384.297, + 385.88, + 387.503, + 386.097, + 387.402, + 397.885, + 414.516, + 415.923, + 400.211, + 386.683, + 383.936, + 386.55, + 389.195, + 388.564, + 385.212, + 384.189, + 387.686, + 387.381, + 385.077, + 385.035, + 382.375, + 386.778, + 381.644, + 385.661, + 383.666, + 384.73, + 387.7, + 387.533, + 384.5, + 386.804, + 385.451, + 402.902, + 417.401, + 410.042, + 392.366, + 383.945, + 381.359, + 392.96, + 383.895, + 390.622, + 386.151, + 388.011 + ] + }, + { + "repo": "aeson", + "language": "haskell", + "tool": "zvec-grep", + "index_ms": 3071.5, + "p50_ms": 377.58, + "p90_ms": 392.61, + "p95_ms": 400.71, + "p99_ms": 415.15, + "latencies_ms": [ + 378.104, + 378.182, + 376.455, + 372.644, + 374.515, + 375.518, + 373.008, + 397.641, + 402.406, + 398.816, + 386.988, + 374.916, + 372.28, + 379.104, + 376.192, + 379.982, + 380.24, + 384.954, + 382.618, + 383.218, + 382.963, + 383.549, + 384.01, + 382.581, + 382.42, + 381.95, + 381.409, + 375.821, + 380.441, + 380.878, + 379.753, + 382.252, + 384.516, + 391.139, + 418.036, + 400.625, + 386.537, + 374.517, + 375.07, + 377.02, + 377.534, + 378.388, + 376.697, + 375.05, + 375.187, + 379.674, + 375.86, + 382.515, + 379.661, + 383.666, + 376.699, + 376.515, + 377.503, + 377.388, + 377.644, + 376.137, + 374.783, + 377.195, + 374.991, + 384.875, + 394.739, + 409.593, + 390.506, + 374.851, + 375.76, + 374.948, + 376.214, + 375.96, + 378.76, + 376.395, + 376.577, + 375.681, + 382.64, + 373.294, + 415.118, + 375.267, + 377.627, + 374.848, + 375.881, + 375.173, + 382.035, + 374.126, + 374.572, + 375.415, + 373.539, + 384.808, + 392.371, + 407.754, + 395.197, + 379.62, + 377.427, + 376.426, + 373.909, + 374.959, + 371.298, + 377.765, + 372.048, + 379.14, + 374.8, + 376.071 + ] + }, + { + "repo": "gson", + "language": "java", + "tool": "zvec-grep", + "index_ms": 4785.9, + "p50_ms": 409.96, + "p90_ms": 428.74, + "p95_ms": 437.49, + "p99_ms": 449.14, + "latencies_ms": [ + 429.952, + 454.546, + 424.805, + 409.953, + 412.625, + 411.747, + 406.828, + 411.131, + 408.77, + 406.34, + 419.087, + 408.85, + 417.631, + 408.326, + 408.279, + 410.363, + 406.487, + 408.074, + 405.897, + 406.261, + 406.511, + 405.136, + 409.372, + 417.663, + 424.92, + 445.682, + 427.976, + 407.333, + 410.989, + 410.511, + 411.049, + 412.03, + 405.218, + 406.588, + 407.078, + 409.975, + 414.292, + 404.489, + 404.904, + 412.551, + 405.713, + 407.904, + 413.018, + 406.089, + 406.903, + 408.147, + 409.801, + 407.615, + 434.907, + 439.781, + 429.194, + 412.534, + 407.311, + 407.772, + 408.703, + 419.752, + 410.487, + 410.607, + 413.616, + 406.575, + 407.542, + 415.975, + 413.748, + 408.95, + 405.729, + 412.672, + 406.072, + 408.453, + 408.853, + 411.079, + 410.71, + 408.751, + 428.692, + 449.081, + 428.684, + 418.873, + 413.187, + 408.986, + 407.841, + 409.727, + 412.108, + 406.753, + 410.47, + 406.548, + 411.541, + 406.441, + 410.559, + 407.317, + 404.605, + 413.362, + 407.876, + 407.146, + 408.831, + 407.432, + 411.26, + 422.111, + 432.135, + 437.367, + 441.701, + 417.335 + ] + }, + { + "repo": "axios", + "language": "javascript", + "tool": "zvec-grep", + "index_ms": 3076.1, + "p50_ms": 381.52, + "p90_ms": 399.46, + "p95_ms": 408.27, + "p99_ms": 421.12, + "latencies_ms": [ + 380.556, + 381.961, + 422.354, + 382.519, + 382.455, + 382.101, + 378.07, + 384.761, + 384.251, + 380.845, + 379.999, + 376.863, + 377.328, + 379.514, + 411.06, + 404.064, + 394.778, + 390.892, + 382.712, + 379.393, + 380.053, + 380.46, + 379.569, + 379.205, + 379.574, + 384.034, + 382.617, + 378.565, + 382.483, + 381.299, + 384.167, + 383.957, + 381.219, + 384.808, + 378.237, + 381.824, + 376.547, + 382.938, + 386.008, + 379.843, + 407.972, + 399.41, + 397.389, + 408.865, + 380.782, + 380.171, + 381.895, + 380.32, + 389.408, + 383.587, + 380.756, + 380.961, + 379.646, + 381.24, + 383.451, + 382.231, + 380.47, + 378.039, + 380.381, + 378.047, + 382.652, + 382.561, + 378.674, + 378.951, + 379.624, + 379.674, + 408.235, + 407.716, + 397.002, + 395.284, + 383.981, + 381.661, + 385.631, + 377.376, + 388.379, + 380.879, + 381.742, + 380.887, + 380.516, + 381.678, + 421.104, + 381.103, + 378.311, + 384.136, + 381.371, + 385.216, + 379.078, + 380.886, + 380.824, + 379.253, + 379.589, + 388.695, + 399.958, + 411.554, + 396.346, + 389.19, + 381.026, + 379.077, + 379.224, + 379.117 + ] + }, + { + "repo": "ktor", + "language": "kotlin", + "tool": "zvec-grep", + "index_ms": 3125.7, + "p50_ms": 390.89, + "p90_ms": 406.73, + "p95_ms": 414.36, + "p99_ms": 423.98, + "latencies_ms": [ + 392.143, + 390.017, + 400.273, + 389.868, + 392.948, + 391.23, + 387.581, + 396.416, + 393.139, + 404.727, + 417.033, + 414.222, + 406.272, + 389.523, + 390.125, + 394.597, + 390.871, + 390.805, + 393.61, + 386.613, + 391.345, + 388.292, + 392.816, + 391.972, + 393.552, + 393.405, + 387.717, + 388.171, + 391.051, + 390.975, + 392.548, + 392.056, + 390.911, + 391.884, + 400.314, + 412.669, + 419.146, + 411.321, + 388.851, + 388.867, + 396.696, + 389.753, + 390.067, + 390.859, + 386.547, + 400.559, + 388.547, + 387.748, + 429.871, + 391.29, + 392.59, + 389.342, + 388.996, + 392.304, + 390.779, + 397.189, + 389.056, + 384.894, + 389.059, + 384.112, + 411.832, + 418.791, + 403.355, + 403.856, + 382.801, + 387.418, + 387.95, + 382.842, + 388.218, + 386.097, + 391.636, + 389.76, + 384.017, + 388.373, + 389.615, + 384.648, + 390.244, + 389.046, + 390.898, + 391.312, + 393.795, + 390.86, + 391.678, + 389.431, + 390.868, + 404.48, + 410.833, + 423.92, + 403.867, + 390.773, + 393.361, + 390.632, + 389.56, + 394.866, + 391.012, + 388.773, + 387.748, + 389.094, + 387.65, + 390.886 + ] + }, + { + "repo": "telescope.nvim", + "language": "lua", + "tool": "zvec-grep", + "index_ms": 3152.1, + "p50_ms": 381.19, + "p90_ms": 399.19, + "p95_ms": 410.57, + "p99_ms": 421.05, + "latencies_ms": [ + 380.848, + 382.072, + 381.189, + 399.136, + 415.914, + 396.331, + 392.816, + 379.788, + 379.151, + 385.978, + 385.565, + 381.315, + 377.274, + 378.944, + 382.177, + 381.633, + 378.924, + 420.976, + 379.457, + 380.346, + 381.947, + 379.324, + 378.304, + 377.023, + 379.227, + 380.204, + 377.408, + 376.853, + 377.58, + 405.249, + 410.299, + 393.579, + 394.441, + 378.681, + 381.15, + 381.012, + 378.822, + 383.143, + 379.631, + 377.894, + 382.595, + 379.39, + 377.517, + 378.637, + 374.509, + 380.513, + 381.202, + 382.348, + 380.113, + 379.739, + 380.128, + 379.008, + 380.992, + 383.474, + 378.756, + 399.932, + 427.946, + 399.666, + 395.435, + 379.538, + 382.229, + 382.046, + 380.038, + 385.652, + 381.433, + 381.186, + 380.609, + 379.807, + 380.459, + 381.795, + 382.8, + 379.921, + 380.985, + 389.042, + 379.427, + 383.016, + 378.385, + 383.61, + 381.797, + 382.088, + 383.237, + 399.076, + 415.75, + 401.088, + 398.186, + 382.547, + 378.903, + 383.116, + 383.293, + 379.072, + 381.811, + 380.547, + 383.279, + 380.175, + 384.365, + 420.505, + 378.633, + 382.619, + 379.515, + 379.682 + ] + }, + { + "repo": "monolog", + "language": "php", + "tool": "zvec-grep", + "index_ms": 3092.7, + "p50_ms": 386.71, + "p90_ms": 405.07, + "p95_ms": 409.68, + "p99_ms": 429.27, + "latencies_ms": [ + 419.099, + 403.069, + 390.691, + 384.301, + 385.882, + 390.662, + 383.967, + 385.556, + 383.231, + 383.997, + 386.081, + 380.311, + 389.371, + 385.27, + 384.23, + 390.84, + 385.173, + 384.72, + 388.021, + 386.469, + 386.725, + 386.525, + 385.693, + 385.679, + 401.628, + 406.65, + 432.227, + 397.215, + 387.398, + 390.047, + 387.759, + 389.938, + 387.684, + 382.013, + 387.062, + 384.337, + 385.248, + 383.101, + 387.555, + 390.295, + 387.387, + 385.584, + 385.798, + 386.824, + 384.188, + 387.986, + 383.537, + 387.048, + 387.321, + 383.398, + 407.513, + 412.234, + 408.866, + 398.945, + 386.279, + 391.065, + 382.592, + 384.918, + 400.088, + 386.009, + 396.136, + 385.571, + 389.078, + 387.073, + 429.239, + 388.174, + 382.246, + 386.569, + 384.321, + 385.663, + 387.108, + 385.653, + 382.794, + 387.11, + 387.905, + 405.025, + 409.544, + 416.722, + 405.432, + 391.888, + 386.685, + 383.481, + 386.41, + 384.999, + 390.529, + 386.342, + 389.223, + 384.23, + 388.399, + 386.261, + 389.297, + 386.141, + 385.776, + 385.2, + 385.385, + 390.028, + 385.829, + 384.779, + 383.427, + 393.126 + ] + }, + { + "repo": "flask", + "language": "python", + "tool": "zvec-grep", + "index_ms": 3212.9, + "p50_ms": 391.5, + "p90_ms": 619.81, + "p95_ms": 629.5, + "p99_ms": 646.95, + "latencies_ms": [ + 380.351, + 380.07, + 380.508, + 377.499, + 375.266, + 378.199, + 375.131, + 374.787, + 374.749, + 378.676, + 376.903, + 378.215, + 386.074, + 402.663, + 387.773, + 380.268, + 380.258, + 378.468, + 378.373, + 420.294, + 424.101, + 404.723, + 397.37, + 384.757, + 387.772, + 524.012, + 622.916, + 586.588, + 568.803, + 561.579, + 575.57, + 557.764, + 509.91, + 599.362, + 611.903, + 616.607, + 622.925, + 658.926, + 632.357, + 630.408, + 625.889, + 617.996, + 610.683, + 647.196, + 615.523, + 632.285, + 604.294, + 611.238, + 621.644, + 618.254, + 619.866, + 607.9, + 641.022, + 619.715, + 571.595, + 462.712, + 458.823, + 415.292, + 395.456, + 392.113, + 391.314, + 393.662, + 390.322, + 390.169, + 388.006, + 387.043, + 388.73, + 393.492, + 397.091, + 402.341, + 398.567, + 380.429, + 384.954, + 379.24, + 383.935, + 383.504, + 381.148, + 381.493, + 385.195, + 409.142, + 423.766, + 398.801, + 391.503, + 380.774, + 383.844, + 383.903, + 382.08, + 382.028, + 381.52, + 380.676, + 389.329, + 383.052, + 383.071, + 413.98, + 381.368, + 383.36, + 396.584, + 391.24, + 382.826, + 392.069, + 387.906, + 386.867, + 384.895, + 386.521, + 401.339 + ] + }, + { + "repo": "rack", + "language": "ruby", + "tool": "zvec-grep", + "index_ms": 2842.0, + "p50_ms": 391.21, + "p90_ms": 435.04, + "p95_ms": 575.73, + "p99_ms": 586.68, + "latencies_ms": [ + 387.569, + 387.568, + 385.998, + 386.277, + 386.902, + 385.197, + 397.866, + 406.266, + 390.351, + 417.811, + 387.04, + 390.428, + 384.353, + 386.695, + 383.725, + 383.566, + 381.36, + 379.515, + 403.519, + 414.168, + 396.628, + 383.509, + 375.531, + 376.949, + 376.02, + 375.123, + 376.879, + 379.283, + 375.262, + 379.219, + 378.554, + 379.843, + 377.886, + 379.131, + 387.637, + 382.077, + 378.238, + 383.932, + 383.253, + 380.418, + 382.664, + 399.956, + 407.21, + 403.466, + 412.321, + 413.303, + 399.722, + 406.451, + 398.436, + 404.174, + 400.868, + 385.358, + 384.817, + 385.209, + 384.891, + 386.805, + 386.122, + 382.915, + 415.427, + 384.547, + 389.464, + 383.457, + 402.486, + 403.01, + 407.487, + 398.167, + 400.251, + 403.956, + 396.998, + 418.778, + 458.783, + 415.633, + 411.408, + 404.534, + 398.591, + 395.27, + 400.85, + 391.982, + 432.407, + 402.596, + 404.91, + 412.585, + 474.428, + 583.648, + 611.242, + 576.006, + 576.173, + 575.391, + 583.152, + 514.841 + ] + }, + { + "repo": "axum", + "language": "rust", + "tool": "zvec-grep", + "index_ms": 4218.3, + "p50_ms": 408.79, + "p90_ms": 657.71, + "p95_ms": 676.83, + "p99_ms": 681.03, + "latencies_ms": [ + 712.231, + 676.721, + 680.262, + 680.332, + 680.71, + 638.322, + 606.725, + 621.245, + 610.164, + 657.593, + 673.597, + 652.257, + 626.289, + 613.474, + 403.526, + 400.187, + 396.302, + 393.227, + 388.856, + 391.37, + 426.607, + 391.408, + 429.92, + 602.745, + 606.473, + 588.353, + 586.058, + 579.125, + 595.041, + 565.807, + 653.326, + 620.307, + 591.03, + 596.043, + 598.257, + 601.106, + 599.291, + 611.946, + 604.72, + 656.03, + 662.758, + 649.549, + 658.75, + 613.505, + 636.806, + 667.918, + 678.929, + 617.511, + 594.799, + 479.475, + 401.588, + 398.35, + 390.141, + 390.223, + 387.431, + 391.89, + 395.393, + 396.722, + 390.318, + 388.346, + 392.643, + 401.403, + 388.333, + 391.426, + 392.329, + 392.861, + 393.837, + 407.593, + 431.166, + 427.75, + 405.672, + 391.901, + 389.384, + 392.685, + 392.181, + 392.407, + 392.112, + 391.275, + 392.037, + 391.493, + 392.489, + 395.087, + 391.668, + 389.972, + 396.339, + 391.368, + 392.98, + 400.478, + 409.991, + 393.291, + 393.762, + 411.239, + 407.184, + 435.12, + 420.203, + 412.857, + 391.235, + 398.575, + 403.162, + 387.646 + ] + }, + { + "repo": "http4s", + "language": "scala", + "tool": "zvec-grep", + "index_ms": 3270.7, + "p50_ms": 403.47, + "p90_ms": 436.7, + "p95_ms": 443.61, + "p99_ms": 479.66, + "latencies_ms": [ + 409.475, + 408.139, + 420.189, + 406.864, + 400.451, + 400.465, + 398.521, + 407.366, + 414.881, + 431.193, + 449.8, + 436.788, + 403.323, + 402.519, + 404.857, + 408.338, + 401.699, + 400.54, + 404.885, + 404.338, + 436.691, + 425.324, + 427.686, + 417.114, + 417.903, + 405.005, + 404.654, + 407.974, + 402.251, + 401.654, + 403.609, + 432.041, + 442.486, + 461.292, + 471.773, + 426.555, + 428.296, + 422.583, + 413.373, + 427.385, + 443.28, + 411.397, + 408.428, + 404.657, + 399.385, + 441.53, + 396.658, + 406.387, + 400.642, + 402.927, + 401.498, + 398.81, + 394.982, + 402.534, + 401.374, + 406.11, + 399.686, + 427.745, + 453.012, + 410.022, + 442.258, + 409.031, + 398.982, + 400.63, + 401.436, + 399.037, + 405.552, + 399.758, + 396.183, + 395.463, + 423.737, + 397.361, + 396.088, + 395.157, + 397.418, + 1260.204, + 394.062, + 393.9, + 393.659, + 414.192, + 429.338, + 431.459, + 411.162, + 392.697, + 397.019, + 394.919, + 397.562, + 400.348, + 398.802, + 400.744, + 398.245, + 399.72, + 398.556, + 402.652, + 400.173, + 401.384, + 398.656, + 397.992, + 398.609, + 401.496 + ] + }, + { + "repo": "alamofire", + "language": "swift", + "tool": "zvec-grep", + "index_ms": 2938.3, + "p50_ms": 383.75, + "p90_ms": 403.69, + "p95_ms": 416.83, + "p99_ms": 437.21, + "latencies_ms": [ + 403.661, + 386.918, + 385.793, + 383.265, + 383.868, + 401.663, + 385.382, + 386.639, + 381.541, + 384.62, + 384.209, + 419.119, + 397.089, + 401.069, + 381.396, + 383.302, + 381.441, + 389.971, + 383.458, + 380.806, + 384.509, + 392.599, + 429.905, + 457.218, + 437.01, + 403.969, + 379.743, + 381.736, + 382.434, + 401.193, + 398.128, + 399.428, + 388.851, + 385.64, + 381.915, + 385.625, + 380.973, + 382.938, + 382.725, + 385.086, + 385.015, + 382.792, + 382.924, + 382.756, + 382.164, + 384.888, + 383.094, + 381.171, + 397.898, + 403.652, + 416.709, + 412.787, + 383.692, + 391.504, + 383.766, + 385.891, + 386.364, + 384.761, + 382.69, + 381.919, + 383.417, + 382.709, + 383.41, + 382.043, + 381.808, + 385.8, + 382.572, + 382.251, + 381.636, + 383.468, + 383.2, + 386.126, + 384.881, + 391.117, + 410.957, + 425.989, + 405.826, + 381.716, + 380.618, + 391.794, + 384.134, + 383.515, + 383.513, + 381.168, + 381.044, + 383.391, + 381.525, + 394.567, + 383.373, + 381.873, + 385.163, + 382.971, + 383.732, + 383.01, + 384.099, + 382.514, + 381.319, + 382.967, + 383.142, + 396.566 + ] + }, + { + "repo": "trpc", + "language": "typescript", + "tool": "zvec-grep", + "index_ms": 3122.5, + "p50_ms": 393.05, + "p90_ms": 410.7, + "p95_ms": 425.75, + "p99_ms": 440.29, + "latencies_ms": [ + 394.19, + 393.495, + 394.596, + 396.476, + 399.689, + 394.8, + 389.665, + 390.746, + 394.005, + 394.008, + 397.195, + 393.581, + 395.894, + 394.488, + 393.364, + 391.882, + 393.451, + 424.607, + 440.71, + 421.728, + 395.192, + 393.521, + 393.173, + 395.658, + 392.77, + 394.658, + 392.295, + 390.588, + 390.615, + 391.775, + 394.116, + 391.626, + 393.183, + 392.073, + 391.071, + 390.982, + 389.221, + 392.244, + 389.753, + 390.557, + 392.622, + 389.645, + 405.64, + 440.133, + 417.051, + 404.966, + 392.313, + 391.935, + 392.271, + 394.96, + 396.344, + 393.693, + 392.405, + 397.457, + 391.823, + 393.826, + 425.681, + 390.597, + 390.598, + 392.927, + 389.101, + 391.274, + 399.229, + 390.919, + 394.533, + 394.713, + 389.986, + 409.719, + 426.972, + 427.572, + 401.112, + 392.771, + 392.669, + 392.435, + 394.049, + 395.54, + 391.981, + 389.887, + 388.062, + 391.028, + 392.617, + 388.542, + 387.654, + 389.045, + 388.202, + 396.048, + 388.324, + 389.191, + 391.205, + 393.885, + 390.931, + 394.152, + 404.139, + 410.393, + 440.286, + 413.416, + 389.146, + 390.825, + 390.144, + 389.372 + ] + }, + { + "repo": "zls", + "language": "zig", + "tool": "zvec-grep", + "index_ms": 3191.0, + "p50_ms": 387.27, + "p90_ms": 403.5, + "p95_ms": 415.9, + "p99_ms": 426.76, + "latencies_ms": [ + 379.605, + 384.628, + 385.214, + 383.76, + 381.233, + 380.759, + 386.522, + 379.679, + 381.01, + 381.183, + 403.204, + 422.583, + 398.399, + 387.579, + 380.187, + 381.707, + 379.789, + 381.851, + 377.84, + 377.728, + 380.068, + 375.888, + 377.507, + 376.248, + 377.068, + 377.484, + 374.878, + 376.912, + 375.403, + 377.566, + 378.39, + 379.374, + 379.715, + 374.077, + 376.592, + 374.885, + 399.408, + 415.734, + 400.635, + 384.659, + 383.118, + 380.423, + 390.026, + 401.642, + 386.732, + 409.599, + 395.934, + 385.095, + 389.315, + 393.005, + 388.46, + 385.24, + 381.211, + 393.904, + 401.601, + 402.801, + 401.636, + 398.245, + 389.194, + 381.259, + 384.795, + 406.177, + 400.664, + 426.549, + 418.985, + 392.42, + 391.89, + 389.641, + 388.365, + 390.712, + 384.96, + 388.497, + 382.416, + 389.551, + 390.966, + 396.233, + 384.02, + 387.296, + 388.376, + 390.781, + 387.236, + 385.044, + 386.225, + 383.279, + 386.595, + 392.787, + 394.123, + 420.36, + 447.938, + 409.163, + 407.279, + 391.349, + 389.733, + 388.39, + 390.004, + 389.582, + 391.031, + 384.575, + 396.166, + 390.076 + ] + } + ] +} diff --git a/benchmarks/speed_benchmark.py b/benchmarks/speed_benchmark.py index 196af935..4343926b 100644 --- a/benchmarks/speed_benchmark.py +++ b/benchmarks/speed_benchmark.py @@ -1,8 +1,9 @@ import argparse +import shutil import subprocess import sys import time -from collections.abc import Sequence +from collections.abc import Callable, Sequence from dataclasses import dataclass import numpy as np @@ -47,6 +48,8 @@ _TOP_K = 10 _COLGREP = "colgrep" +_ZG = "zg" +_ZG_EMBEDDING = "local/potion-code-16m-v2" @dataclass(frozen=True) @@ -95,8 +98,12 @@ def __init__(self, model: SentenceTransformer, max_seq_length: int = 512) -> Non self._model = model self._model.max_seq_length = max_seq_length - def encode(self, texts: Sequence[str], use_multiprocessing: object = _UNSET) -> np.ndarray: - """Encode with the query prompt only when use_multiprocessing wasn't passed.""" + def encode(self, texts: Sequence[str], use_multiprocessing: object = _UNSET, **_kwargs: object) -> np.ndarray: + """Encode with the query prompt only when use_multiprocessing wasn't passed. + + Extra keyword arguments are swallowed: semble passes max_length, which does not apply here because + max_seq_length is pinned on the wrapped model in __init__. + """ text_list = list(texts) if use_multiprocessing is _UNSET: return self._model.encode(text_list, prompt_name="query", batch_size=1) # type: ignore[return-value] @@ -203,6 +210,37 @@ def _bench_colgrep(spec: RepoSpec, tasks: list[Task]) -> tuple[float, tuple[floa return index_ms, tuple(latencies) +def _bench_zvecgrep(spec: RepoSpec, tasks: list[Task]) -> tuple[float, tuple[float, ...]] | None: + """Index a repo with zvec-grep and measure query latency; return (index_ms, latencies_ms) or None on failure.""" + shutil.rmtree(spec.benchmark_dir / ".zvec-grep", ignore_errors=True) + started = time.perf_counter() + proc = subprocess.run( + [_ZG, "index", str(spec.benchmark_dir), "--embedding", _ZG_EMBEDDING, "--mode", "direct"], + capture_output=True, + text=True, + timeout=1800, + ) + index_ms = (time.perf_counter() - started) * 1000 + if proc.returncode != 0: + print(f" WARNING: zg index failed: {proc.stderr.strip()[:200]}", file=sys.stderr) + shutil.rmtree(spec.benchmark_dir / ".zvec-grep", ignore_errors=True) + return None + latencies: list[float] = [] + for task in tasks: + for _ in range(5): + started = time.perf_counter() + subprocess.run( + [_ZG, "query", task.query, "--limit", str(_TOP_K), "--mode", "direct", "--refresh", "off"], + cwd=spec.benchmark_dir, + capture_output=True, + text=True, + timeout=60, + ) + latencies.append((time.perf_counter() - started) * 1000) + shutil.rmtree(spec.benchmark_dir / ".zvec-grep", ignore_errors=True) + return index_ms, tuple(latencies) + + def _bench_ripgrep(spec: RepoSpec, tasks: list[Task]) -> tuple[float, tuple[float, ...]]: """Measure ripgrep query latency (no index step); return (0.0, latencies_ms).""" latencies: list[float] = [] @@ -214,6 +252,39 @@ def _bench_ripgrep(spec: RepoSpec, tasks: list[Task]) -> tuple[float, tuple[floa return 0.0, tuple(latencies) +# Tools benched by dispatching on the name; semble, bm25, coderankembed and ripgrep are special-cased in _run_tool +# because they need an extra argument (a model, semble's index) or return no index time. +_TOOL_BENCHES: dict[str, Callable[[RepoSpec, list[Task]], tuple[float, tuple[float, ...]] | None]] = { + "colgrep": _bench_colgrep, + "zvec-grep": _bench_zvecgrep, +} + +# Benchmark order: semble first (bm25 reuses its chunks), then the indexed baselines, then ripgrep. +_ALL_TOOLS: tuple[str, ...] = ("semble", "bm25", "coderankembed", "colgrep", "zvec-grep", "ripgrep") + + +def _run_tool( + tool: str, + spec: RepoSpec, + tasks: list[Task], + semble_index: "SembleIndex | None", + cre_model: "_AsymmetricWrapper | None", +) -> tuple[tuple[float | None, tuple[float, ...]] | None, "SembleIndex | None"]: + """Benchmark one tool on one repo; return ((index_ms, latencies_ms) or None, semble's index for bm25 to reuse).""" + if tool == "semble": + index_ms, semble_index, latencies_ms = _bench_semble(spec, tasks) + return (index_ms, latencies_ms), semble_index + if tool == "bm25": + assert semble_index is not None + return _bench_bm25(semble_index, tasks), semble_index + if tool == "coderankembed": + assert cre_model is not None + return _bench_coderankembed(spec, tasks, cre_model), semble_index + if tool == "ripgrep": + return (None, _bench_ripgrep(spec, tasks)[1]), semble_index + return _TOOL_BENCHES[tool](spec, tasks), semble_index + + def _fmt_stats(result: ToolResult) -> str: """Format p50/p90/p95/p99 columns for a single result row.""" return f"{result.p50_ms:>7.2f}ms {result.p90_ms:>7.2f}ms {result.p95_ms:>7.2f}ms {result.p99_ms:>7.2f}ms" @@ -240,29 +311,40 @@ def main() -> None: """Run cold-start index + query latency benchmark over a curated 1-per-language subset.""" parser = argparse.ArgumentParser(description="Benchmark cold-start index time and query latency per language.") parser.add_argument( - "--semble-only", action="store_true", help="Only benchmark semble (skip BM25, CodeRankEmbed, ColGREP, ripgrep)." + "--tools", + nargs="+", + default=list(_ALL_TOOLS), + choices=list(_ALL_TOOLS), + metavar="TOOL", + help=f"Tools to benchmark (default: all). Choices: {', '.join(_ALL_TOOLS)}. bm25 reuses semble's chunks, " + "so selecting it also runs semble.", ) + parser.add_argument("--repo", action="append", help="Limit to these repos (repeatable); default: all 19.") args = parser.parse_args() + tools = [tool for tool in _ALL_TOOLS if tool in args.tools] + if "bm25" in tools and "semble" not in tools: + tools.insert(0, "semble") + repos = [r for r in _REPOS if r in args.repo] if args.repo else list(_REPOS) + specs = available_repo_specs() all_tasks = load_tasks(repo_specs=specs) - repo_tasks: dict[str, list[Task]] = {repo: [t for t in all_tasks if t.repo == repo] for repo in _REPOS} + repo_tasks: dict[str, list[Task]] = {repo: [t for t in all_tasks if t.repo == repo] for repo in repos} - print("Loading semble model...", file=sys.stderr) - started = time.perf_counter() - load_model(DEFAULT_MODEL_NAME) # warms semble's internal model cache so repo #1 isn't penalized - print(f" loaded in {(time.perf_counter() - started) * 1000:.0f}ms", file=sys.stderr) + if {"semble", "bm25"} & set(tools): + print("Loading semble model...", file=sys.stderr) + started = time.perf_counter() + load_model(DEFAULT_MODEL_NAME) # warms semble's internal model cache so repo #1 isn't penalized + print(f" loaded in {(time.perf_counter() - started) * 1000:.0f}ms", file=sys.stderr) cre_model = None - if not args.semble_only: + if "coderankembed" in tools: print("Loading CodeRankEmbed...", file=sys.stderr) started = time.perf_counter() cre_model = _AsymmetricWrapper(SentenceTransformer(_CRE_MODEL_NAME, trust_remote_code=True, device="cpu")) print(f" loaded in {(time.perf_counter() - started) * 1000:.0f}ms", file=sys.stderr) print(file=sys.stderr) - tools = ["semble"] if args.semble_only else ["semble", "bm25", "coderankembed", "colgrep", "ripgrep"] - print( f"{'Repo':<22} {'Language':<14} {'Tool':<16} {'Index':>10} {'p50':>8} {'p90':>8} {'p95':>8} {'p99':>8}", file=sys.stderr, @@ -271,53 +353,28 @@ def main() -> None: all_results: list[ToolResult] = [] - for repo in _REPOS: + for repo in repos: spec = specs[repo] tasks = repo_tasks[repo] + semble_index: SembleIndex | None = None + repo_label = repo - index_ms, semble_index, latencies_ms = _bench_semble(spec, tasks) - result = ToolResult( - repo=repo, language=spec.language, tool="semble", index_ms=index_ms, latencies_ms=latencies_ms - ) - all_results.append(result) - print(f"{repo:<22} {spec.language:<14} {'semble':<16} {index_ms:>8.0f}ms {_fmt_stats(result)}", file=sys.stderr) - if cre_model is None: - continue - - bm25_index_ms, latencies_ms = _bench_bm25(semble_index, tasks) - result = ToolResult( - repo=repo, language=spec.language, tool="bm25", index_ms=bm25_index_ms, latencies_ms=latencies_ms - ) - all_results.append(result) - print(f"{'':22} {spec.language:<14} {'bm25':<16} {bm25_index_ms:>8.0f}ms {_fmt_stats(result)}", file=sys.stderr) + for tool in tools: + outcome, semble_index = _run_tool(tool, spec, tasks, semble_index, cre_model) - cre_index_ms, latencies_ms = _bench_coderankembed(spec, tasks, cre_model) - result = ToolResult( - repo=repo, language=spec.language, tool="coderankembed", index_ms=cre_index_ms, latencies_ms=latencies_ms - ) - all_results.append(result) - print( - f"{'':22} {spec.language:<14} {'coderankembed':<16} {cre_index_ms:>8.0f}ms {_fmt_stats(result)}", - file=sys.stderr, - ) + if outcome is None: + print(f"{repo_label:<22} {spec.language:<14} {tool:<16} {'N/A (failed)':>18}", file=sys.stderr) + repo_label = "" + continue - colgrep_result = _bench_colgrep(spec, tasks) - if colgrep_result is not None: - index_ms, latencies_ms = colgrep_result + index_ms_opt, latencies_ms = outcome result = ToolResult( - repo=repo, language=spec.language, tool="colgrep", index_ms=index_ms, latencies_ms=latencies_ms + repo=repo, language=spec.language, tool=tool, index_ms=index_ms_opt, latencies_ms=latencies_ms ) all_results.append(result) - print( - f"{'':22} {spec.language:<14} {'colgrep':<16} {index_ms:>8.0f}ms {_fmt_stats(result)}", file=sys.stderr - ) - else: - print(f"{'':22} {spec.language:<14} {'colgrep':<16} {'N/A (unsupported)':>18}", file=sys.stderr) - - _, latencies_ms = _bench_ripgrep(spec, tasks) - result = ToolResult(repo=repo, language=spec.language, tool="ripgrep", index_ms=None, latencies_ms=latencies_ms) - all_results.append(result) - print(f"{'':22} {spec.language:<14} {'ripgrep':<16} {'N/A':>10} {_fmt_stats(result)}", file=sys.stderr) + idx_col = f"{index_ms_opt:>8.0f}ms" if index_ms_opt is not None else f"{'N/A':>10}" + print(f"{repo_label:<22} {spec.language:<14} {tool:<16} {idx_col} {_fmt_stats(result)}", file=sys.stderr) + repo_label = "" summary = _build_summary(all_results, tools)

FZ z^w|k)6KQS>d-R z5kt3z{XT?Z<$Op?v)Bp~rm=olEvJr9@KbngIXhW>Ck@;eD|k$EaoZI67IlBK$4Q~>oMiJVT!ik;oOk~ zc1#5xP!i?>^HJo6zy1Ic149dWByqw^BUvA?YNO_grR4YZ``9wmRqIB|Y zUMv{gCq@I7@8Q2L7#%G5S6h|edEQazO9x~kot*I$!V6u7^77H5d`T!X_djOniJh!M zCKjGkd^ZT>EL0awcO2OZleGp|wuwhmY`q1ukQn`P1@v=3VQ&t+@xf;!Q8pnlF^@Gl z!XId}8k=d}1r(rU5653aGc&ET5qz8XNpB5hA??XE4HYFn?5Bd8V(4HYCoyLWA1SV{=YVKp z&t3~C)AslGzwFf;%Pw%N{q;Uy?Yh;eY*Sez=L>I2>;97-s0TwqlO#I!by)-QPpH#d z-i|hWl^YFAk?OQP3XCgfVb83zacRAyPGsR|O`{|R8rrXpZGa%;bGhVQSuj{n=m#aBUp`q8y#S z9!VuYO)OIoodWDJO+w7;XHvvb|k^-UC$bBlvDPRLcc4^q26(0!^N2E{NJ_OD(kU6r=~trCvOB z0?TS+m+@c%IT|FR^khXQ8O=Cb1zA?2iWZPMmH~nyj;Wp$UE^q=?cf>E-z@moTc)kb z-ESlFw5GCe10o(R$%(^GxD#TN$k63+qtntyp!H8OTyB!Rt+kZ|XuQ@6Rsy8ZhOlys zzu0nc1t=*&4kL0SQnwOf9P~CtbK5wZP+Qr83;rap|EHAHceA^Kz;ojEr!Bp^>I6(T>e>Wi2=NzqBzKGV0if3gFu}& zo-bdP0`>1VTFc9UDv6%J@mrRh5HODPSQZWqZ8TyMYc6|Zc?6D@4z2N8j zKEL_XhwHuf+;h&}YwfkyQ4A3`_&MIgsHB(4U$wT=b|wqPb<<`(Ywo(I&I41rASXakNVQU?E}s;ZpPCgy$} z{Z%$ub#(&n&4JQts?U1NxC?FQ&_jL;655b|-F9gn@sF!o{z&~fG+*z(9BliKN!hFl z6g~9xV6k-2oK)9!@+n18jg?1}Ara0`MurRcXSSAGsa*-+Ud?|0&3h6EfgFk|kW*dM z_PZqjI=ckeA=nFi*&0rvc>9*lTHn5WR^`Bo@>}j0y-AOXC_f+v+W9Y;tPbd2Rh5AC zuGzlbb`pq=jm;jEEGRAnH_w0fB78kBuJ$&iH3nFjPK$*2s`tgA`yY#f>@#>wk3%gz zE$w33bYTnGY!oiM*0=usOe!j|!EW&-AM2z37bR#wALi|9sKKd&(`2$1tT ze8mVCHeBqt;HbqUu0+Z0GO_s61?_X<$(th_-%J7iJma5ISPD5TP)tpZVL4g@Pp-pe z;B;?J@{}n?X3}s|MQ2APUW(4$qozSW^+g15P1%3f+@$myYU=6jl(NRS+SetY(8t_L z5j^e1NQcc+{WPS}6?% zTW)PBE5ifAmP9S=c@LfB02?4=;T6vtE9{F6=9|Cg*JgwNeLuu&b8~ZemMmtt*||Jm|U8F5ub_0Tdpq$Fu`$j!BBLj8J zN)Qrt6v>}ZmQLnvh<1*J0FR!w9B{{R`G0dnHLqU3B!iW1ZxK+d0d^XJP%>+~;#d4Q zJUq$8tduTZ2q0b0jKPvt?-&7ID}U-AcFp38eIy&4VBOJYW;FvO-xKSZ8WZDfh5Q8z zQeKtVy#-sWEHSY)_nOh|x&Q8jd5@eKVSHmVfWQ==gk*yzCKm2I zw4hD`Z^c{o?|YFyF@s%Zj&s-zmFd z@^RD@X6e)?{OqnmW8k7tK(TiJ*kaT!nt*~(L(Z&r?q&*?jQa@;*0O9a7=Vr%pb9Kx zL^PZUxbqij0}cj((M!@-56KkvzdMQ=$}#vw6XVE%RNuYJYETMJ+5=&ZH0<5KE7!kw-Iip)V`X7^nzGEM0{BI}TV3%PfQyKmY4Bpn#FjFv znu1_~U^Nlo3aN3Tf1d*3B=AgIj$wm)Oh-m07@EAY@(#qHm_4;~GXNjJ=hK)Hx|#Zp zMbWl#PkJ=`LtI%77@v^}p{Khu_a-w$q`mHb{T4iGYGdSupPNGEW&KG6jkFm=K8G`D z-g|nfmfm-p0JlUZc+%^3rc0!{q*8gb+I^K+SXih&g^nJt!3YD`F*zi+{*5JtBwb?P_uwS!936LQ=^z^$s<#FKk`O#OX;rt61X-&YNc6z+d3zte zxB36Q7YOt7S0zi84x8dE*^*Q~`xLQr*sv@L0N>f*I@OwTYqt9HODE@v5#eFWzCeJ< z^8Ng9FKk_1*=IyV>$slp4;CVT7+zLeP*f7IVCCP92}Hkw*nYRJnE_xd{P^{u}HyguO8)x3p#lTNGhpR!}$i$w|afjqHRGb4laAe?u@n&`R!_bpFtko>hzP& zR(5s-nhZ_|=kLm zR#wIl+`C1dj&uPdPvuwfcu2zYOU|$r$0*oIQ@-_D-cPRl)PEN`Fwz3HQr|Gba+FnF zM?+ZXxOE5I{){B!Q6w%EJ}em&ROHr@`?LwcjL)vtxkHF2Azzqt^C`tb*Js&zt+n81k@WviO3eMw@1>crQZ|?dNI~ zAq3WyaVYSDV(Ev#SpVCQfhmvgl<^osQ2sArxx4Rb4Gq0!cp4)vTlf&Np3%@m6&0~T z5z)kya^|Wkz-*psYG~U!E#>DEg?R&3Vxjrz53z^$soW+#PqG{cHem7B2*}3-C&mTi zE-z8X`2>JH>}!rrb+4I!o7Fo;;O&6?{DEb#`V?39V$vKFA zA_H;90k{OU(aP~?-qU}=B%Qrta7qz;&S|VPGfE*ninj;2#B1wRuQ-mM$3QI;>a>TE&kvC$eJ0SaFbIyMEC^2i{Oi|Sz)S7PybKa;0Rwk(F#sboowaq`^nrch zeEfbGRnJWC_n+|y0H3Mo>cahjB{Qk7Xy3do$8dAcd4D7Zr%~P6 zgVn6h3zz^Mzq(?PWI;&*$_dj%s;p($eXa#(h*^-j?4q@KxatPwevxH;ik2;W9;2?P zh<&<0U-*V@OYs>H8Xd)pQNW`CJ)_#vIiONL?IHl&Odwp6zutf6(94(i56a6TN!K`! zlRfe@ws$Rk3xHqzyY_I~ZR08_xD8$HLil(%8|b>Hb<`*kb^ecl}ZM@6LUrxbUA_aij2 zG+f$x;qZ?_(rkSuPZRdav}+0Isuu?;YZ8v$0M=T~OZUa_ZpM=HxIs)cdVB%WUm@9Z zdSF`NBoA0f$;iO_cDA?60AeA!7S>AfJ_Iwq8V59%JZ1ai5M~PDVt^tqA>JI6cVyT0 z(4dGq-wze96=LqtY9IyVaoC1tQaQurxFGC41Aw0|fCY^@iX``#qV1od2X>;WPFPHg z2C$6lj(efrU_bXc)GKxhf~&Qz>rBQdCJC{WW zQ%&M`OImVe*UI5BU;`cDvX=ymOiY&@*(%MS8LrEdHZ(mx7xyY-&AG3h{!OGsErGK~aW4RsH~>RmThfCkhbB?gVNydT-4 z$F?*eVBqTs0LF+7CVjw&e5-WhVTGR4|DN!E!?}d`0XZdv|MGofKWG~&vWt^MznrGC^gZv5cG3 z*0!zsTi!7rKKqF7IDzv+2b;8LSlU87krz35`AbG6=w`tA;EHq~+fPhm^HDZ-L(&MB zSsKdCFumUIkkyW1F?}lq%*9U}bThTPqklhLX63#_F#QmGa=A9c6@L5L?awry2*>?Q z&XORbwx6kxPE-CST>sPEB{>jWq2S$-JyEEYT~kAhNy4E4Q3Sj-4LVvlRqI!9KXp&! zuFpdnRclVjJE?s+i^wn=cqwB(iIzE61DNXDw|%2rAfI=rb@cMi&VDL~a`$OO2g$Pk zS)E#>KZp;-iY4gk2W}{<2SG3kJ(hLehk?_Xz9n6Eil%tI%rB`=CI9GrV#F8J!WNzo zTAsP078bh096O?UV_AkeubJ-7=l04phY4e0_M^vX3+`0ZhjynPd#)Ussg)MDa?^|< zVWE@YBvb!8F*=msS6b({>~m^O1mETz+x3p=!(G$&2qEttR>9$Yn+Xn=)I+zD+2q$B z=Ci9nHdS_%%uPQRI}8r7PYU*~ya9|dUcA=mKZP7M^|O~L)Ju~8wrrZS zgZ|>DuB_zvAG4n1=z#cBpcU!IC1MA14m4ZUam=da8;$h+-{va7cT+QndvsMc7+x(T zfPodQxe(I1YN$EEeynq!!dHdrGfhYlu=Un|m2#=M5y_1l^r^+KQ%K%3TN<>@jD@Np8(hR=REm0&{ zfoI#t37B4wq8isLUd4V|Ian^3MNz))4=4=*LVov=fL}hpc0c-j&Au-gwL4mJfg(ICQP(NT-h7#fDB0>Pl1NB2Jt5lQYjea`Fm)6`&l2FYn)rwR+* zjWsFPzD_sy^z>u}Oka{fB=}^-zV;^`K!P9lR=SiN!;U)@=)S}CYAqRsZ2yk-BzK$4 zud%lsbUobnq6$rYbd&UQ$$j!im zV0>n@MI+O77}yfyVyB?nENGm1YXE;3?f2kLQSclDIce3zuI7edy%&CRiFc)B`Dt*x zs!9Gdeqs0>m4ju$tYNdg?C=c`ln@O8*Lw_Ew}k*R_OGAKt&G-|AkYoLW?M1nHz_99 zjzQ*6_dm)q6HuocWOAI@6H%l1CKQ+$Mzq0t&4Op%`Sscb_1dZ4z4t^6_depF!Xp~< zJ8ZJxHx3V^70g!r;%$4{-nfIkNr2<$JV`&iQMIoyCc6mb1a|$Zr*I{H$Dsk zdx@N&F1qZeG;izE@S`?#^^I3hlenGQY@QG=dhnW*U0h*#B3hm+Y?MoGl&HqP;Z99u z-atV(-jtc%oZ(kBGrn9l^wR7@BS?Py_ZrH7(>fbOz1R>`N&Ibv=3{2k2x`YLeLxKm z$Mcl~!PNZEpI?-@j!wO#``@c&!6l)KcBuRzMQh?NF< zwRZW?9@3!OiWSurMH2;7en=?z9XfYs+9EX8x$To{fO0|UxTlsD6#!5IHD~CtbJu^{ zR9_Ze11`K86W`w(EY%18QFGsd|K8e393yISs1{XUc>+;nn6s#PGQ>Bz9uE6dxaYHz zGYiIqq>M>hUM8ZGP;Z69Y)F$Dl-1qFi12&420lJAY$jU>8*p;`3*iJ=lDd+)9T7gR zMgCS1aoBVCIz)pl=z`ETGDx%_qB+dYnoG&yYn+5*@Svbn(8D$@C2~*F#xg6*yn9EN zz^)e@t1Lc)$6(x=!iU3UaT@NuqTQYNfCgP^D4W#yotzUr zGfUx9&BUF@>HeEHXC@uOzt3-#P{Z?aw&pqTr#o=P{{CaSW; zmd405dQ5#{gW%kwkMA5Qo%-q9@f(PJK&=g$+vl+q4u0)SO~I5y$mx5dwYSe$=nU^`U;i7?t2N-srXpd;63Sc2)aw+9IWY35(f z)b#XH3tZclaN<*iRK5WkYB?+Rbg|`}+}t)RZaA5Jnvzz}%(0mP0oTO1kg>~!g~L=T zTWDCMpAx4;JhfM|(v4mM54q3d*oE>^pyu(u4^2C%#irKt zw1G2Z|5^)Nx0)r|zJ;#b<>DX};BVSv&t3>$C5Y4DQM-Fw@eF;kJV0~WXv(;x-b%p@ zc}S?XErEQB!J5i7Q~6j!T(DtZT>+F1Oe zNxTBcCZDEW+Qq~YAD$!8h}e+p4-5HNhqE(LC-fxY_3_1D3d{onJJ^Wx_A@opzh_7t~+!GLZSsbu+879Y=={h`DfF81n&P9bxVdu8*pDHAZZay# zhxTiYN!?ZRCLhT0@wrQT4~Cq!>aV)=9Rdp;s}W^W_x79fW#&==iBFhkxk~;lM}&T{ z#SqOA1S2J@5Q!0dmHnB)#Luq~WNCa6zy=gdu&=6gW&^1Iw*sK4vP!ICb*do#FS zt)p8*jLw@(7)`TXuZB8Uj{hBEx1ET!o zeV3Q%$h=HKVRFx*sM3s;0swEjp^TZU2_FW7-I@c5+jtpV#V>lqsuQ3*mTao$)75oLnsAc5Z|FF$>J9II8_&3Ejk;V$7} zM&TJOIJMuJx0%IlEO_kcaoU8Yyv*<92qkmkfAmLSbA{=Lz^dqG$Yn4a=IXiaQqA|a z$}?`q0RtDfT+Xowu7OVN2_1+mS$R?e7pYcba0vOILRMC)X;;q3I1Bb8dF8< zf@Y9D_^6{Ny{-9(^KjRfB3PB=vh=T}gE~)DP}6)->jPE>Xg=_U{X%klL;rn-a?$yj z(A&MVq<_v&@#mH5Mn#83m9d(OAPxl|ykjReFA)=e;%e3b$;jGGWN9jBA@%$HLk+*`z1 zxYl5Rb$5IMtRNv4_uH>ywK{_m3y82{ZMk-8F2~dxm>)yC-6v_*ASCL<#)ZgP0~DvJ z8Iv*{yySQc$v{RcG1+|0gQqE!3!I}ifiqU0ruM|Qn8iXG%Quw4r0=+49>4pB$@-n@ ze&^denW(^)L#P{VlIBh4+kx%-lIPxp0CF7QrV&_*YolelKJti>wpUM2YdP&JWZGz= z!rIYG0ZEC*n`Myl0}ES(;`=NARj^W9QI~Py!q$(3n2$}Vf9VtU2HFZOuaRIDwkma1 z7e9P=3)tF1r%{IXmmT+Tc3AnCk_w9kQ|vb!Y$pFX%~uJ+A~EpJI{ zJr@%F{`39K$6v6Xa9eU>#y9LFVU)Xt)B+Kb=~945^~(ZKxE{FYky9oC|MFGG&EFrH zI0|rL42}G5yv=4*81Q0Dz^rw!Wfh0T;Rv$o*$59K< zZ@g3Xd0yMsVMtb~yZS+RUOA&%75Y7+?4^g{x@WhYr5pVD%Oj68W>i8JKiXo~@ zvGwP3c5P68Xw(EsBbQ^R$DR9Fu*FIq^3~DEX?5NEKjjiT7gpVZka!JUn&0%ygXEt{ zlp9gA3H>e2Qes6>`9B_W8){z>?HhR*j&Y@Rk(DuZeSi1vjjjqPip=6}&wK_rsUxuH z9JZ6gYIU+Xa=UIm1MJ4S&w0&cE8uJBU$NPqMRk9f?OKxY4-D;LNiuMN{vgyIG3829 zflO6>qqQbu?R;uCNC}syoOS%%@?vT3O>SY{Bnm1RBDU96b7drX^DS!_)4M7E);daX z{pQ09nZ;9{PK6$g+C&6UFwhHhRZC`g9Q(qV?j3F`N&L&(;g&~oj&F9C&+_Lmb&Qlj zeE{JOVE2{~VBCrX1ht)>$tJ|Erwc5PibDLJvAm+wO-ns#%M8>YV((80RCbwK4U_!S zF*lu4pP!3Vczt#J&Vj7512JUNM!fq{WnllUTqHv}{AD@UTuXc6RCyBPnFSCiga#QP&{B#ulh zS-iXASPe6_A})sKb(@Om^s1ZZbGj%9XrSV)QAunp$n-G)vsLSlMe7RR*IMVNXi!?W z!J10iv0)GCMpm02FckEX6SL%$)@B#AwI%Hrv41iettIPHv^K32V=44;Ge8a@z4)`mt4eP>yP6U6;73FHS&%~>AB1f%C2=)gZjXRpe zmV%Wx?Fj%!MLY*Nc%Rj_`X;3}D|jOxPQ#huSd``IaP}6cT?>%Gj^IX=81hjkc%)Q>R1M)4~g7)ti*@JR$PH;s4q@joz zY4%W(lH#p@VCsis8BwMAV$izZeCGSK;5PJZBrup=^#+@Ms^&*1i1m!?)9 z&}})wR)9_BD}MT>5g#iP@x1*QdMmcK!EU>CzCkT=Zrqdb>m5#AeWUZ0ZWhlQ`S8o` zh%$={3ldkYsm$|Mc~!(bQ{7uulh8=<@yu12%N9Bp<2h>!Z^f?PRIAj)v7!@o{-*^C z$PSsyKG2j)<2r2r;aNiFVLh%&<@?6VyPg;HFt34vX~dkR@!QYf(~hYpB7=3N7SG?` zYCLN_CL@1Olz&C)JjJ+uxjpfkMduo{UAw1l5@s%i5i=-^;f$GEJ#94W6=rCNboGsn z^c@{Ov>%JX=p&n(h;XNp1tfOr+lfF-rp+F9B(F>39&S^x_1(3-DK3NL7mLYbuS8n= z+uYx%JaiSxn#`qzk4t`~9oB7U@Xs2D4+IZd*}JMc+%IP!$tR`8e$HK}oBwCpzPuE! zF>h#L5{uj&LBW5Cobe|o+10IzQ#;z+OjgTQGTTf$UgNkfrT8t#i0>TkqF`b4y(0@Y z_KMl(>um671@g3!mY?#eefyZV*77M?9$hc-s;zKy+tl3m!TolB{Me)PfknF4wmDvu zLD&;@r^C{+R4LdUGT9i7W}!(;9JF=yr??k$M~3@RN!(^nlqf+wn+^0lO!?{=tChJc zmqUg>TKRn=g6NrOCr4f5CAL~$xBfJrcv+iqyo2Ck?0o*djW@340-F-$J69ebie81- z%T|5Not~=PrTkoKA;(Lhuiqh|V#_Mpqai<3H6km{TETl=`r%$HT3k{W7DBF&iFX?j z%55;CuxZbb=SL^?hk^$Aa}^{Y+Ygky!fLgx>oiVU~Hh$uaG6(vuQ zCLHHV{o#RxmbAC$l9@agq9t#|&Z$w9Td?QW*cgmF!W)`wE-ZGThhk1zlW==X-JwWf z4WC;4BW9||b5qMKuXRnz^8+okloh0krJw$OCWS}{9h9?zV-b#O-(`USaXuKFfGHLPGsm% z_^#VfQqx1QxtrKnXSJ5ccohn*rxSYZj)poJ(Q-Q~yHOFlBXJ~ppNhqGHT>bns%jr4 z8*%!+ep+O^A-S!+0{`aTsUn_ZT!uY)y|{aWUQZ+q2ai^D%~AJvA$uPVhtksgrAtvrK9iHIhNudp9S?n0z1E!5%onbqEE5-@Fh)%tiIKYfYFgt^4HJqiv%BM zbV^S~()WFya2w|6lN7~H=AXwh%u zE!wIH$iGxQ@AnQBdT*g}80)c(Kka?cs^JdPw+yv|XO$mtbRK$hNcXcX{*80`MY-E} zN2Kwwh8&%l24`-1c@tgNiQY`Jx}*US8dfFOuYB3gsV`f-AU*N3g|mYS>m z-qfWjpOyWyRUSVBfCM0AbHIv1jTTI7cCGzz$tu1k&MV@Y1IIcJd2{T@t_{nUk1{|3 zb2G5LX3tjKNt~ll+;jXTBKnF7#)LUZw1?s8qb9|hn`^clYp|oDqV7isRg(4q(vk@ z5I~<9j7lwqz|}KW2$SwtRpiC6fX24R z0TV??v>Ax!$_ouGpSG6#{@M1xf`KUej_19@DO+mqE-rC@LJisrkv1(N{Fb|4BgwHx zhqwoDC{66^^^Bdq7XuvzeTLvB5XRY1BcAi*DYi&o=_xj@-N9Z%h3CnFSkqJG0Kyqu z{Q{)t%Hr;7BbYP=ct80Z1cY&zSzG5r^R2V5eZtK=5*y(-pu(DWJDz8OO}Oed{!krd zd*q^-f?`MYW~y(OOSD#9)3Td6bh%|%HR$yI@PToJv+6KEPK52?S7PBNmFY7g;N+iu z;>f}#K@Sl!NnJKmvi+S7z<aCoFUeUg~UQHFTWAo)(mX%6jmyL4RMiBmrJVv@UnStV) ze*S^{ms9GEl*Y7q;jVjV`LwS7>1hp(F(`?P(esH{ik3yz)mWj`v|b?onLg@HXeOLM zfw0zzJk0P~8$u!Hq0#*A3kDP^q{)+_<4Zo7X|&s9Q}kJOC2t{tkSr)s1CPoB@i(Kd ztI6$UzoZYXhWA$LBJ>Ad{mG)iBU8K04aF48GwIoV*D3dsH)XHwee79k{ws6g1%r`8 zPhP%_lG{`n+YL{Wg0|9w(JVi0V+j4iJX)t-47bCn#q=)3S&B{DF&^J?9?2P|4dJ2) zKcDHO$8ES>nSJ~FVgRao;I`CX9%5>G^o_WWjr3LT-GPzsr7#mVS!Dk-E&SDc6MGcV z`D!H;*{LC6^pQQ%?MVp6?GcBK=K6C)qUCe1Khwn4=`UUp!_>hAnHB|iAHuewIZ<5n z7K1q%Vb6VXAP@{`MVk5T8#1$*{HMIT{f_Rh$wrA^zp9&xD=#0Fvrv!qRZyEC*7jM0 z=lkX5?n&O638Xn*W#cr=lXtfuvvX7)ARt^Qd_)Hhvtwpu{|$r>`^i7Z;THhRWY^1S z$)h#6vY=CAu1?qP;KEMG@%n<|Hp9sm;MFVeV?lGfO4D9aAX>3`2G+28PPGerVdZ`J9|VC26t?7Z|wJpGGp z;#7V|%?-dveYaf1?!#+mfD{<-x85TwIqgJGY=6hwwsm}N3C8T(30g3{mw##}Q;(N5 z;t7>p6~Y_j>Q{0;VNi3rQIjZis2Qg&r4|g1E&Z7MdjL_a5OK%uxgLXrrV#5Ftdif+7Jdwj`Dw~?xqL7j!&epBKMY{bYGTGMkCgL5| zt8=t9u_NOC7w9$=igM+wyf)LYJaSj%>m_B09T@7$U=}ySS2qEL7wGwh_0lLd+~J%z z{2SSMNfBOBx;~OelLj{|aHx$AV$yJQ$7;KhzW_SLC(toiBSY2s|BVU33aBDkbhBb| z5WTWvt52{;o6DvgosOc=YQ@JfPrwyTzm;4%Q9}yBHL+~{!Zs8?K=H@zM*?}RBWH`3m z2KynJsmRZ*)APcr;BSI?^6lA~c>@5IWTS?cikx(&f;^28F&BW5yYK+_kJZn(99q*4-CzAnl+)Q6()sQLkK83a_=&dI9 ze5|N>H8z%SqrRB$y^UXWNT8HvtOVpOe>xTavy0`okrd=#9f(*_^xIm~q?$wH!Q&1D zPt(M#BL$25=Q82Z+h1{}6)Yh3IiT)I(d(UE4jj)+hxKwHz5Wc%ZCbB9&w0$InA6Jg3HaE>f)9yTnno3ls?p$lpW4Z(gz| z%Y-UNKgl)N7qLn^&{w0i8PeRJ1?#&NrQFz;<$tJ~NaTIZI3V^!{ni(`M(mJ$`#nkZ z{}B2KWi;YG?E=1#_y|4|=}F6haU(|G(PnC2d1Xe^#9VJ?N3enPHZM2mG5S3%wTc^PlhCbICKZkXu4NUasN@BNpBw=Chj3 zs9FUOT$KDB{J$h7RrS;deEp=F14W|p$C`vY8Mb+HFq#?`K0mFLKww6TTWw}_O!Uq# zi32%8ojLLARFs-s4bq}NxpQ7Vl8f38+8U}o=VzppBB!TeI0v%mU#jNhKQZi7YqRAa zWGxmow)4;wbyg?>PJG21C#Si12wTb;K3OL>a@9rp$I<;7bVe&{T1eKSFC-5~$60AO7pKRES~^9;iTI8>8aeNC&|L9v^ztt^?Y%TD+ApnQ(**>WirE001by zyQ(SPUX&WIm95;FMI~X~p#&&RxD#Lr`-{`FCHU0Az5c+9B-Iq4)m1~RE8%jkyR9wN zO_GumZ(xXP#K6G>kVqeQkm6&r0g19irCmtJV{b{x;geLU@iRE`cZ`CCWwo1LGwsx` zz~Or9Mbv_ulKoaRmsB%8`uys8CcK96gFB%P^qtR`T70 z;>zmq65|d z_bk!D;d28%{??+o;Ep~oSIl3p7+?N`Lg&|4A#)l|ZhwBG3%KrgX6&^4h;f$Wx24}* zMQqbvgnS{+XJw?bp$G;CFbH#R&Md%1!np~9X7Yd8cMNKn@V&86IRk;-xBYywps<{luEyha5m>LpGoCD5Z&ruHpU|*yCX9?zqznwn{~56**&J zkOI5yoZ@5iDm+6Kz|pf6vt}SAGQq%zJpMZc_#ICju10a@yIw#e3Y`b?rGPjdv%V~-a2BaZnAlgjg4vXveDX1Kl-#EjX@;3MZcENsAvFN zr&vm=*wlmf2O#uNX#FkKe)pA^WU`kK4u3 z7%lzQ!ns%M_JG?gB`RQc^h%&>1}`9+FPd6Lt$>jTjD{JB6dz~zGtp=v+kqLNZ}G6D zIJA5m9g%=LxJUDTCZ-=Fn1z&&QCBRe792^OO&M4yQ$}uk0nSW4g7iF{OQ zq-kzc=UvN8U~TJ7fnIHtRmQUF{_`JU*#WV+Ub<2AWbnz!B^EC6*_Ipna2jZ^Zd6fe zo~4OvBh_^B74`8M^h?7m9VwQDlr*lS#VK9R_aOwQ7Nj0?uI8G={JY-L`#F5F_^@#N zZaSVT1_T(SV$$~3Zt+sk1~|0W?z4nf7ZL-5;#26|+@i$7t$BXw%iuO+iIwPHQvT&P zQZnDGwHH?1X*cqw%Af~o0+bV>kz|qOgdCmGYXuU0dkYt@!Z3Wr-4UV!yA$wsTiIW3 z)kQxEuKQ+MM2w7wN*MEtUwoR{@%u?0avtcMtD0nxs1}-{QLm@5og`1G1vI=OpzM+z~&GHTSRQKTCK~^r4@?Q4kB|+S?((YHxEswHa)s2{$++tkU9n&f# zpJJMY3kdGsV(PaFqk3}K*ka(DQ209&a1;dO&74$tm8?|@3-5STrwyd1haCea zsqQHv^c(cu%d}S}b{wud(+j8UmV9RDLg+qR&E*%e2Tr7X!k=NL^&WqL=FbxlH4d;$Hn@UqkdQEOyvr+im3heuWDNQqdJs#F(=APo-x>C8r@^qIIFNl{ulzsZ=hy zohM1`4y) z@d&-SDNo-LWqdqC6ekHS)_xP$1f)SJvDhuqnE{^`+$7P-4JNUNLgmh&8FBG+ZXtOX2Fww}5)*_XX6iZD~i9G0|T8>RF7s1)b0Nn@t4j_ykdQol`YDX{0?n z%OA4sEDg>xUE3Tp;hj-&F%FnTBk)p8`lyq7c6AAg>M)DcYzzFY*`75aCLB6$QaN#I z*7G-mx}#CMc|}><9(|<^IFdiSJr4utfCsb+eD1>6@o6f z%FtHP&u{bTOIPN#rjuVAb)N(r&stfrsF%j$<1@G0MXLJ62701+_US#5x;o_uYO|8w z29W+N^jLSccEc5GNKisVj3B322f>v~<@Lo&xP$wTiPh}#c6A;71~fFB5^iX8yVqyr z2P&jiz0x?XX6GiuMwqj(>IYq3su59JkDI%ranb2fgR3yEYwWyKQIt%((x$pB0o8Q= zT@0E3I@latg?NB`jD2||tD`I5wVtNFb>EDe{P61U#&Q5n4Lo^@Z=cnF!c0n6jW;qC z|C$P3FCUqjYZ2hRGnYP&S5p~j_DRZ(3rI8S0B?9+-f{Y_KBmFq5puL&Y&MxGrnN!8 zl^oI&_za3mnLD!6gv8WLer-B$R14rGY!gR3VIUZ%e03l}#P+m631%$mPmOMngYYumDW14;#LL6{E#T?wtm*@2y=m#igd(;S~N3 z^ld*?F>f)ld$pQlUVWr(xn1$HTR24eLv@n`t)I?XYydmV8z(2L0&hEcPONxun-SA0!gxGFF{5 zmh*$4e;sS>rnZT2^WkOqI^BS$?{N#*ccE6m>=Gg2*Av=LcsMX>Q~*z%0WXkLIW#t_ z?NJo3fb|Y$AyLNr*CBX>soyygeU5*|6pp*XgTQLm3`A1sp9#5kLK`7Z*SsT%mv+9l zw&!9G!R>JvYF}?}w$id@xF{GZtLZRGr~940ylGP7k)LJ=grfkoaVa{`0>9hG$uD z7u-nw!!jsMuPX=beB{@kz*eBGO;0deHE@rM;>SDtIyuyQc)dTO%H%RVugxgxo8;Vy zMcD8(Af&KcX3SLLC5s`rH;cU?1?sLOG(3>B(0u#pzgC}I8+{%JFAO(VvYvc6?hD|% zF5;c9RUR>d$=Z^Y|27ZIHFg6+` zrHBw6pX5dH(0xR2@@Y)9a56QCR}L_gQBs_D}(UR+%K4Wg_0$LBhIa-LmTyIE5lS1(LOu%IN z0$b9^lH8~1MM93e{W{&38^$uD_LS!fYYg; zQKC3lX3+MAJlUhyv7GFQo!|?B=K^FPc_;vpAw*_en@2l5mbIQKR{=1@Z;wg4YC|2U zB<^kKTPcx%cyIu4ASI8m4Q5`YE4H8c({L;K#jhnAdV2Y+!Da%w0;5;bQa{gq@iCrJ z?P11lZ+~3x8|9H>rw}RnS)n?@?r5Z5Nkd(WobL0{I?3Dd;wJ;Qph#!K*v(lfLQYVn z31`mrHssea6|1(jVRH@{=nq?5!gWrtu};wut8t7m6UaUiYL#l2r+sItZm#Zn8jNw* z@I6ZXdEvy=BQ-)3d7MkAy{xWOXY^9vKuaIv?r={{&mHvE`P{^1boE8M1v(V^XZVac zJXdynipFa7Z~8Ly7AUteaaU|D`Y}A8h5cnZ-Mdl4h7xjXaB$m@5)k-2P7&6^0V^J! zrr5zrG{;u0>*p(Qi)(VC6Vdit8@iTQx$tZhH>ZxvGNy!pHV$!So(#E9&rJB}gh15y zcv2XEe@dlVld+)jGm&10+K$z&AS3n9`FcQUmUkKdOaE;9GZpkPd^OOBx8g7FBiyQ~ zLY$TFa?V;YfQ4#Ht8x&*D$^|`pI!yrB8HV=3z3alz#mg)y)Y70$eK5bOrfeso$nRd1ZIDDwPc?&G+G-ikdQ-C1^lL`RNCSB?W#k(p2wmKnCz_VUvR0Px#izlW) znFR~j*128_td~{S++om5PQ}E0gb-52$MM!UFJ^|!jU8HYc20!An{0j)hD!@AKyY4aGX-Ah_2yOEGsb+~tEx zda=`+)&!qKkmDcVGzQ+`30?ufEa|~6NCsEF(`fO!#XuxFr+Y-vazMty^e1d?RYI{j zn;$yJkmb;s{sE0E3QmGpE~}oDQx~HhD9O&&Q+l~b>>^a}vvle8tIWhz!y~rwCJi{a zV}eg@ovzs#8I@=AE^&V?r&nJxPON%oK+z4>M)JQti|;VrBPocajk zfZp-L7gd&`s{=|n5h~T3j7fcqcWEi>oMmUxy_6I0?sSR`rs4!&c*0Y*l*r>kX0-+i z?{dIukado`JNaSO%2m0|^_>qu-vQulp5D9dmDf5e8~pVKkwOTh4N;wOyK!aogKIAJ zhJc&}uwe%zAUp9Z-gMjeMZ)Au%RmdU>I7J1J|M5PTu7vhFLIbn7xI9?qTPPO=DL>-rVuA|j>V6T?(&)N^~E-L26?bKZk z0SzK|r~IuLp965xIZi&aLW6>0!0r50t9qqDFJ88fcZ&+zE&{>Wb|!Xg=I+$u+3}a< zg<(`+&S#sRScM2f{VLS*@)-fME(E*R^vAP-Vz_6uU3Q?{=yR|3wZ5A^S=R#tA<-Yd z4i2<lcz87c)| zh6cfBW!f37N!hPf@`IvKAg|pMt4zQdbxxr7dmgy)>-9ivFxZQ|Y#@kBunSajY~QUv zdp~m{2Tk8q%`@4E{4j3&+R z3;xKDu0yLwJjn`4yw(KUyBvs20O?;H3J5=;rk|#8<9^h)!g`e-3<2MjvTk zKCsGU7(N;^Fr9YghvArme+G<$v8>BjT!G8nR>(q5uKLi-F+9auAvi}d)q_X$YBMGS zA$JamKBGF_ztsR~CPd4(a{lvPMBTFT^;?Kg1b`%ak{cWP zXvZ8?BAUYW_Ddo#&qu zpL?HJi?qxG`?k;LKrx&|Fp8{2w&Bet+vAbAqG#?H(r@VNBLZbcZ~a11Mbm0O2wve} z{Qp|e1aKmR6CC%9WA&knkUruNRYf{hwNz3gQ0}I!>VarEt9l_Gvt-rg-)LOknJ<|Pv37SR&i?Q%tp9U1Bc)41xHQXrd@y-!KgKYod) zNoza_v7{r%1Gqh7BBKAt)?3F#wYOiO*a`v%6qH5@l~hV%5F{KzkVaY&kRc_dQE3nm z5RmTfZV*sukZurV=)VR{eOKf~VN+9y8oFAU zs`@O*TqiFV0!g`xk8KiPp)v2oysZAIPk8*m$oH>~3xwy(9$EjRZ#Fm2{y%%6ct zc@;#(UTx0x-eqQX>opLyv*VTKo;VNEKxBs`_LQfGCFqRJLZ}w#;VxBeYc7mck%1jk zeE^cuYjL>bPdnf8H$Mu#p+dh8AI^f$X-#b)o#cIooi|LXg<=<;Q2JkjEh{3butd%wZS8Ag%D46Fp>8d~>>a^aWRh8R&@7Ff&VOu=EOn9dSlE#x)Hw!%Jy9NuU@- z)1s%N#r%yj(`yOrA9M_V4%Kv!t z!P%Pq(dAE{Kldd6^-5#m|Exnsfp^I+96>pInAko4fL8bBhK7nb-G1{t$Z?&uEYDVB zUEQUgliX2(T?gM_`gQ14J7Syx6iZo0$12{EK_ljDA5Tx2X&?+=iqe(ZBdywuP;b)CaU#HI)F3NIy8R+95erKf-ZuEX%JRF@Prq3CG*@2Q;N zTULH)Tn*OL!LWGGw#t7t&MB7OzLSQ>JDV7E5UK?ZVFnjVKpWsCT#B0lP6v*>( zrCk@x4xLLNVb?1xHQC#kWk3YR85>{mSEZToZN={I*5Trb>nDqSc(dZj|3d@rjPF(d zy|e$<^XtWCi~FFeRziGyJk(qmi?zB=JroWR8!B}3NltwB?RqpUI@TENlO+d>j%H6c zKUVRa@knXjcdH@YOBpxA@4x)O+tJcuXclFyqDH2-jb0IB_$zG+$eiN;+N?o{!N+#2 zKHO5%(bY{0;&PB=VZC?nifRMc_r17(b7iSw`68|}F?N_ zq|f?jcluASvetJ~r**R4eb6EL<3Z&lGY#(Zobd@2rJa`e?4-U7)R>hyXJQuxsTB`2 zQRf7r44luhR=%;Xd;{8ojThh!_bg+!Fo_LVfc_T7tat}Dki~+HqV>XaqRYCkUzeaL zQlhL$-LH~-0O>(2EvMb2a-+${0B*3t-nRmA;$|iu#XjC0(Gy)5x29N+!9?Y0Hu1*V zMy5jPl1q3g$SBNA>Ns}2SYA^XlU1%StjsV+8fUToI&t%p#V-iIdOzZ7 zdUGldxC$r>Gb2nw!&iIteO*~Z=n55Rcp^M!#hp8$rm)=fc=L!Nm3aU+XBb_h`TG8CHqL9EvkCw3Ycsh&4Z}(3 zP3|Lj`5^tD^!6p!mbP(ri1vF7N|d-in-dQAw=w&r1M;qTe)OIl3SPhAR_)eti2xoC z{;zru>a-2gsneUr-42!?33i6({4(PxwB^4jc|I_u135%+hlYW(+qrCX_DNLLJxkD1 z@dT$&J0eE^)X};5d0BaR7thq^OZ=GIbRVUAU6->~e?_WmzPO)e`_MW5#rKA4zkx;C z64srgSJyM2f9R=y_N`H#MfrW;d3iZs1^MOkhM(X!?-9c&E_TF3>lmvlx*!YUm~4Yf z!pvoo{>4y}|6o?*`Y zCOyu%>nG~JsRjIgg>eRi3zL=sbwgL?Zn<5x`-@!pJCpXZPVIc}_phvp=jZ(41RSAaP*5N7!{JuY?h2mA*hK^CY29Fj7l%2+oKGUa|C5&WgFYu ze=H0Zm>sM((6F)PXDo#aDNvC3KCx=Y_=Ah|Q1<;$>2PgLr|0*w3mh45$JhKeQ;;n` ze2YlTIwdER26J${DCK4aUexXydIw`Jf0owRijY_(OKEc%a8BnhiJ<#xRWf4kgB^G= z|E~=5ovr4>eopR}Z>{QC-85M@DESa}KBlC^a~h}SkaI#0xC*e14c6XHG$3=9k0uP_ zW-Py$tp|BZw7Cxd5mk&zm@bKnX>?qb=4SAIaP;FfOx`@fPBJw#?CR*lS&M9-}Ipjxp}ZBLr~u;OEmmv!f##yrwcWR~sE$j*KuEsf`m zgHvh`D>1b#u?|T-u)>V+0}DipE{+PF`nQjVdzJNZtM<=UbtYmeAjk4G5S*MzpT#Rqke6o7u(w9Gh57zPp_CiPB^oM!Ilw+9%O~=o)^vh}$Uh1U5 ze>`=eBz-=kB&YWM@|dW`5uVMc$@3ugPaM+<-<~~Un|X9NA7*(TJM`!h?)Uu{g`&5d z=7bVk1@L)YYHN%}j~4H0fEAy8Nu7!YcGQ@sXQ5FdxfNb~{+&x%p%`Q2R4rFzy$61S zzrc|v6jQJbw0M>aHlELM(LDJ$voI=unXM)K(}XMhdJ*H7_c;z{6snw&F#{;hGsCxr zr_HP$AJ`U+B<;=Z^KJ`+lcZ?iqw((vsc*tgbxZ6;vVi* z3x#H@f2hQd5uNnBA{O?R#q!Cu^y2Jq)!&`nDvGhiJy@|-pE)|QFgWi~USao_e=N6I zOeK5Jrp=up5n%RX^9apQa)4!zs>aTI`at|m@8<-gw&{W09Q#j>v;3aT3sFtaK_F^n z&eF!R`Cdw@6Y}B6n{zDS>ChU*cLVG{Z-p{5Gk;W_qETuGJ|sWYw+V&e3W~wE@rejYY4Au>KrX_ zeftYYhKlGl|$`yv}MLgwe*@tXY}a z`Qwi?F=4^fSqFcpj%88?2A&g9qu8^Xo*IJhYHDWY#zXT*U}kEzkk?>+L?AP;BG%B1 zS(pYi6fl9yh$Gf~JFd_C%Zg_rzrR+;XUkOUwIVw6!##R}yleiK%N-gc*CUx1!7H(xkUWK=W0d*Ia;a6uaNkKa!hk592E*FGNC2{ z#zr^{^ERT_N@=;eYq^X*tKNZNT!Z8P&8lC+qaI&?9JccQ05J#%m2uK>d*tF4iv{hx zlANu{OSLZzVSV*z`Y!tYnx&}?_%S>{BR^c-Zmw{>KIB2)__+A1kKQh|q$F!xA+8}= zBnx!=y}RuH@Zav*HDfrSe}d(p#+0!)ZM8 zKnm4S^EACFbll&HD=odbxmg_sLd3T}MMi#v7anJSvY$KhH1r!MY{vJIl`qV{4E@Qu zbz?4GbC4qbp^BpSL78Ej9k7a3niRu z853&D_NA~n55Fm@8$FIkOHRsTp2#b^EL#wGvhOmUYpw2v`^_vcKmF(k%u0?}E{QjU zxsFkE1!+7II0`%0Fyz#?<01HG7m z$FgZ*NB0(r7Uwf(9)fj zJ739_2&u_9qF`UTZBMiUWT04Jcx`U2xWteQqG-89PA^@KdYK&OPrdGirFg>! zAs7SfyW}Mm_cA@DsocU3`Rp8DizfMFmpMiSAhxe67^%BEn)3UVJM!ex;t4N~F{h4} z5M5OJxQEwEJT*X@7-dPc_Q>YqaP%J0?_}~MQnLyJ23f7#YrVrtuhyu>E|>dq+H!BP zI9-Qep-d!`|8&!@$dgYex<;j#?jA+Rty%C5X_$RS_drUKrs<=RxqTW&2n+D^PR5+d z50R1N?#R)^42cRjd;K>nHdRM)>YX${pfCy?8>9Vpl`5lMw?b#X{KEsbiwW7KRJ$>i zuKAo=shUEvVL|uTy6p1~2gij>4eXuUzlAl_1%7rvH(uq_6--tCDo1&~u|&#ki|Z_h_!2(bb^j3f-a8Jj+wImrD17x2&Il*Be)lVhk?jVTY8Se*;_`kg zrpn4}4Jp*?2XH^9(lgvEvPqK%5@TCZM%I-w=DnLEQ>BfG`0dJhi{9=R?l*J)*^6y? zqPf+;H4ey}EHZDp6AL&>G8!7bbLk8urG2Nc!l7sVEDq|U5}90b$8xW+c=RJJW8^Pu zDb*n$6X0_$OMZ6d!9hyY$e6UJUuCY$Sl4@8A;<7bXc6u(DHE1n2LF1c- zYe&)L$4zoUz@aPN%)0F5moW?~#8(QK1AvMuN+_wo!z)o9u3m*}om^6Q=c<{|P{6pUKk;LY$ zIVIkxa;maZF9i7exfcUNA4%9j(o5-iR-g6gQoIj~5Qv_>UXB)OEvENvE34Y4@?5Y1+48vgOIP0(sOv{^l<2t3l^Q@Hsr4ZG}-cDK+|Q}Lj;2l?nGk2x)< zoh)a3Bsp*QYC!en%ebL&0$Hft717l{-Dt+xb~+n0$~0UYSdP?R2T0xH>-{$pxD+HUYx6-7XR&B^B8#l-HDcF9a#^?as`JES*4!wkn_i&DarT0L!9es>8zleDjT`Je~ zp@-X<40`qkI=74ogWsUr_Go6&+}!*=Mreg^Ho$TSm2&Iey);HH)X(3!oRB{-uQ`ig zWQ^lh80oYV)MUG?5unKprU^9 z*H|l8&OY%Y_kuEJqLId5p(QyvIej==v#Okt>-Enyn{d)+bGSxdKzHrr71d97rT)0& zE!B!t-!N6fvq0&)*Y6hU=Hz=c%Y9BueTP$q_hvcku1Og~zgbTFZ>x@)em9)!V9s>! z_H70kuKb6(#N}O+$Gid#5<~P!GzEv1S~&xOh>oBXarp?-4xSo~3Ttr?{)wCCxN9(w z8#iL!!c0g;ruN3s5!!;N;8R^_5goDX@J4G?3iL4FIS<;5^tr=D zuk2HwT{tl`T^oV4fykZvc(sLlBr>|r zIt}F~_a_`=HnUcY*4Cf??z%gOE}0n!EuZd0+td{%jyfM7UMNA)1uFVZwt;leOFe2| za-Od9(kn=tZxV*5*Xm;(P13p#3p`0Apb5Uay;w5N(wnZhURG6{Q+2S`vIZU;Ewu9T zqhCh@hMBFE{Yn?|ZgZ*qTDpXw61=-wfQN;3G=4?olfH)r;qL^RJBWOJnL?XYZF%Fw zj5Io0S}~Bcx18%q`xa81@5&AmOP^pthw}(zsg;CG)O$z*5G`4>TywO^8dGApLv-z$ z{KPtro=u@%8)?Ci>geZ-as^6JUq=Z{Q|oX#E`2q`!Fu=R>vED{60ZNjP_fcych=Ez zE1bqW@Y&E&vgrON-E_QqsvL$1&CoG1B_RDn3JVM6C{o~gpOX8mgcJ=2F)MF&0WCc8 zcAU+$ldJts;xN8sTM1BW4G>?!{;tuy?fbD0VJc6lyfxM9QQ2Q zk5f1n4TF8v&i1*TF01rdY!4($sH92d>J#?wtsvd zHY?Hl4BrwA9 z9!);;X_~8H4bnuIPm}EzdO_ zRz(4(_bW6WR$^cf5YPhAS;qItL@zGHOzV0LlQeEL67I-c)vaAWbN*ruGZxm4^PPW= zv|r7+n%Weaqa{#%nPFF6NJzRw5HqVbLI|W)0O5Wk7GnNm_IB=i2M0(OI={bpt^IPr z51D%on(~`G>*9qPWNmFO4(J$LL zhw@$_^M*53kbPWe*@P#!O-)S!V)2V+%}c2(^4KSfK_<3N+~p!OgbdxWXWN~QEeVi- zrV{W*S(?k+hmte#D0p?wrov4Z2N7Ys3Ywmj(?G%y0814B(}&EON)^vh=fVNH{h}g{ z?o5-vBQ7Bk$YU|p2-5O6+2i@TJ|w@grW0>uL`mk1SJ}Ufdj)PNWAh`iVBb-H{sEd~ zl7ccA>54o#pRdjg2=Zw#KH|vu3|28n^Tne65Cf`FCE=*GiyTArZ%3{Ao4~9?2hh^4 z3}se}s*A|-xdDJnwQ{pqw4D1j-im`znJ#F>T9k7W6BT`IesuEiV@DYLg!)D7=%_+ zNMa?G<<^S~_yPyHppEocuRRjwZc&2j{xMRMJ!#E^NiuFYH^PZJ@hA~@p%U)OeJRWX z7?SSK*vF5ix!o8YTQ}p+6=;~eO?`Ih`rG)^)*&$c@}=@D=39 z|FiU56$)WkWr>V>Ti*M#!m-%lOb;{RXm8EUcaj^x0&S&u*rvKnbKx<&Zj9= zIk+@R`X1kNy%CN7uAdkSYvSFw$4cV2vUDgzr@FTurX>O{$aYIT7-=c`ky5Xu{#L1VDb>`#` z$9em!&oAGq`9Z||1_o+}gm^e(TJ^4UWBWY5=f=1vztL6J22}Xzq*Dsi zjg<&i z3XnRY2-W=r12e--g7ThNw4UbD-_rJS{Yqn3iK&(a&zoQGz+mkOJZk#cIkE}vg+_z< zv4mINU-368#(sP2G*q2uLF9vHy?nXlETN}x!nbCce^=X?i2!#JOy$(t+WO)CJvutK z_w8ruTK}#^f{D(9-F01v`uRqKY)x%#%$90KMwyli1G4P`#}2b&RTTou#m$Cem1UDt z=%%;@8X~dN>;IC75*R18n2Z18BZ(d-ClLh&^OY-CrYxcy6EpId)k|eyV*HQ?=CNpK zy4YNbWzAq^!u;Fq``-)m+#P9Jb69);7&Rdkl_`VI-u5!9R5%AgL>mZ53Zf48HrXtu zp2~-DSj{Q0Ble*t+-?}HNBlrsJvoQ3$3`X@3aOFS3j?>5)y>?(3^`ytj2bC5^BOiC zDV2qm2Q_u83gS&*WF%9tqMcp&?f~5FcViu3j7K|;4srcPYbJ6*=cD3Flac`qp5OTm zbA+bvYXl&%#eMDIJx!sH<0-7gJ^k?-^B5};{h&?W+7Mw{z5As$pv#+fv=40_hE1z5 z0@<4O)i#S+g$5$>u9pF)0DEpH|G0udiH0E%R9P~BpL0t6{FqXD6M{piaSjQ z)FX8?#=>Ak#V#BnDS1h^#AH;J%V02krDTC>*b`2uRg>JIjF-X5gTFv!{!GA zU-|>NFO!B$fOWG5ddp2fVz^UQRwkFF$_WLdzUXpwbHd-?CbD5*2*DTBV0T5Tcc;j% zkwSltX+3U(OV@i^+Faf*#|-}ZYNwIz=mt@v;#Z8V;4Y9BXrZ0MbYOrFaK*_&ZFkP9 zMA5rFEdJkPE7(}B{Cd2*P|z{i!dmkgd@1BnP;=i1!-)$xKDpew)850xE4NQ8TbT>H z%x2t{GoL%4`B}}=%%J!?w3)^@rYpF|vOPdkLUJ2p{K#mBt*9g|?YA&e zCJ%l#m;Fx;E4b5+=u)itT(oxMgUi2xaliv9pZs*SBP_P{-?zmMo^!&#EM)Vo`*d-h zb?J#?b4B7I|ImgO_Jwt7VoFMj>y>Ld5ZsfkGQgjJ4QO2`=(5B7 z0k5LN&{Kd7rY8MpSEp>fosVwh!TRap&#Qh@qGSgC7p48e1C<)5stsuH?Y5VgGn8{e zpm}@_(3kwwAK2$CjVW~k5~0HEDmLa5PgVKv5>4~G>K`ecQn}fuMtJQS4J?vGb^FDl zsWqtZJV76^B=|cfok6lSU;TbVlGe-5FQjyb+soT~=Iq~Y<;QI{gleTt9^|Vp1_>8& zNw2GqLrpc?n-Q9+R?@C6K?AC+py7&(3CK|P3E%b|rkG+i|EvJgYi~d0~m2=mn0=86AvZR z@{-L$SbI<_8^vp-1K<{#Hzt4vpz@>4f_Ap))LyCgv08wk1iI(-elrRB6~b4h@!OnF z)aa<}mB%Q3-h)m;vc>!L9n5>1=t;DswMlfT`e&63^Sf9l{VUs_Z8_>f@&{-5Ea7a+ z*}~JIM$H?BC!?(aM#-TzSF`$Tq323c%uq51Lf9os(Lz92_6|!;N`}ufHV22&Nh`lN zn;wYX(>0M768aFPh4#HDzM5y}#dS*^+WJW}T3j*Te%)!;_P05YlOPUigr&@tS$LHn zOW^{hOZjyiCAj0`n|3Yt6;j7$5+Bq@K112l425>I`|6p@}8Nt_8E=3!=h&C#-O2{kdSES@HDQ$c|ANT-{KEtQ;V5|rO{{F zhiNpvU4G~3N$=0Tvc1cwY`&H*oe@nl)kvmnZy5=0MCTX&UJmSuZMoPk@5YtX#JTvu z^gt$3Qj`scPUAlXBaYOl`@b{NlW%7#aq~MVSpJgeb~t)g8_cTh&+zs+!8P5`IkV0w zi`SafOvk!WOvhGLi@UeYxG$5&kj#|Jbj)a|kN)YG7c8Ps zl69zqD;zyogv7Yg7>X4WF^L4;t&mFpPPyCH@+gu~pi)4~+IVYpDCK<@>v&2_`9_xc z5A+>z^`e^vH7&t++Al}COtxA{C_ELZ-Z)uajTDy7aNhhs+ncxug30n zDSO@KOY6EToGD+hY5Aq~tXHO~va~8yoc68LHp)vQ7RCyZTug(vc|6t=^{UR#4wMun za^x5m^A#@VIvnpAq25YJil@qJC>`cYCX;izoSMXjL zDzI?5Tf(3xZE3Swne{oV;SJ+YnJzqXRo0xS;Q}`flvd4v_3-hK?vm+p@uA*No3`>R zUFAr2)JXN?uT&@DRS-=WFd>^F9YuTZo;ZNqG#Ge`L;uYrZeBZ9IN#fB4%4v_^-OGv zEE#WK-{5j9|H`y}nVIAW69#K_4P&YL1Sn4Js`$z4X^^gpl!L}xUVglUHmD3$lnYG< z7Hao{RoCoi4hwSrXh~(O%kSyfmAr@1A%!Mw--4F|YmNqJ1$>XC>@<3$0wd^%j7qF} zrJI^tL*NGoglPPxO&$v1s@JMfXNpiZ3jIuMl_VNUA82)7?MSsy);e>T`7mceg-KAg z;El_q-n6*SAF_y_py$iHHm~gSJ!&~{io(yqG^5CetC>nZM11r|QPSu=l(v63#q4DbHcKrdu5~t|te#!ANzrr9g^B?a!5qS#mm4uy$5A zh|HVaG;l^^l7BpxxO?L%-)kU6?~BvP`ZfR|_? zqOU0J;Nbgm;3NAYj>VqTUy&zykvpVu-gZw7<`w7(52_F-HJe+**mVK#=}K2*w1s&A z9rL1Cu1pvYIUYMVf}Tt1w)oS}2`>~mP3!X{g}1v8`TcKT4>?Vd)aj=t7{9#q_H}bD zKeDEH57qQN-Lp7*=;fng{xaRT-l;&+J~l;3QWo?ym{5|w)tC8){9cu5mQa^L;%LNn z#C&n)$gOOLk}Lj&&5i4F0$I`A7VEkleU4{rPP?vPMUhY{DE2$mCF0k8AMGy`$Wi1l z4ZHjNV`UT^G3rEncd*RtnVVn2qM>hBpm2HVmy$9O&cO5=3RhH0?)0!!uZ_nYs%RGs zS5gX3Ut3g7ycaMiF;;i)Bx*?btlSk^ z9Iw#=t2gGNpgJ>HB8=)_uCiGl>-!jp4JHD~uv=QS+i)UaX~q^7ozSfce(Y z(l2+}b5ix>HqCL{`VK9f=WXKRd!Ip;#7nV8S3La`6f+$N5s7cAniP-IAcBD`#3VQ} z6CrLa+kajd;t)r}qJyehPOk*}qc5iJI)?hCPEEu-l>(CGcylj4(EEC)_kIlh^URdh z$4M+S&9oz!o?=eYp^dwV=QE>y3DqZKL+j?B`|VeM(wx-&sUI)<-&RO;NAlRRc0SgX3JMR`kM^COVidN-#(M( zzid)cIrxL^UIcw`XsG+#`p7S&REKD^# z3~}Y{)$L`Se|j^CNW!f5RpOITSGfynCwJZ^zf72iBRNp=nE>HO%bB0Is2keb+e7wz zBg7qwsPP4@E50u^6NK_B-BAh!*}hVJFTZ>rc2=!w$LTu-=Bg?~y%)7CyhTL$Xgg*D zTNe;liZ^{8wwR8y1V5^;kgQ4;Cp0H=c!Y(?i(grHs;*y7JH__TnM26=;^LWukQ*$M zW}i_#7t78fkoLld$WEf2r9;*5rn!^s)C<2U`aB30 zX}OUZgvRN!k9wcT?pLUorQttC&n;J8LwO2~ohP1@j z5N{uru)tNY7v3(&OB`jEm}Q_qeqrfv-C+)8SZr52fI)Wy6+dJ%<9@K5DH_!a8qlx! zCc^X0M1b^Nsk%v%)l`IHuX?NX$r)15z-o{I*Lh40{cY*fj;pF1iT?f1!4ak`CnrGd zATm~{D+Wcs5jgU(Sug+YJo$I5Gom)vI~lVmRBTThc4`?o5-;NS>}jL)UUcuD_fR?S ziv8P^anvP!JzL@*p&JgyY5ZtAwe?l%R8|ci<`k!W!XD|Bp=l>SYif4k61eiH)V9au0>JBL( z(Rca3ZHLF?t+N<=K{z`Oqwpsu2p{!}kz{n-XJdSmlEJY>>)D~72u4A-!Ebsv{{4g# zvgfsnPCBjkzpcw?`55Kb%=764##NFXH;q}YabX=p*&kdw$4Se;`$WiV zGeN~D!CW`y_sBGTNN7DI30y|xb3d~+psY)fKATD&Y0G1-?;PEe8pLF6Kl4NB8l|Xy zZvZy>Axp(_yW7fL zIkmn8YbQ_4rC(t*R+J|the_4S%-LJucbWvnxL#*wrMjcBI}0M-l1_V?qB9?J6TUiI zBHTIuh%x$MxoSRb4NyUvC_B|&j*y{7cn|!GG96iN_}Cu|NB4k3Np*ML}1`d zufkKN?e90ydAiWfAmJ+s2?=Q#=(Y0A{aYWMq9&JVhx%@R8eYWPJWX5g7(O&7Tn-Ek zy#wBzM4YCyS zd$bDm0}xvSukxJ^?PiBdayFJm)s%8HnK2Uw06V9??9UfVhA;&{C;a8G1F`-TB#N>R zR_gJm$ee-JMrZ;CrHOiNB3@p;f4^NYsl;*L`kMC)x_H=Ry=)X(S(V&T0P8;3`3c?^ z(Lo1v&whsOT9Vq@+LJKX<2dt)l>1FAV&&_(sbV0slz)4*u{=I*$i@qZqwQv|vM$ic z%>fdYEH(4t>q$AeS&H8E6Q7_#ZTjI$mIR}P?>~Gn;H4g!VUL(%C#-ba{lyZxd-v}3 zq3mT?sG#DTzb>E@;}h@{%z<{;@y(s@d*i4ny@h)f87k?51|PZhp(!a98%c- z#wx`p@Xu}bjevjKEqZru8^9niDE&#rD^PCMtg?eea)vk{__XV{dL%1rHwwd)Hm;;F z$H}bM@=z^{)wMyZKnt(|DF^D7U#h3W9Ofrb{{{qZX|y6@I~+FU6or);b_xPSsY;L7 zLx*ZrF69J^4~@o);;F{<69 zTqHKD_=dLj9=JJ1VUD1}!VE?a)(p{|1SESZwioqgDqNa5^y}9RN$$UR*BbHgnbYwf z{MoJ~A57aRytdvU&=Ong@_p&e^@TrWnl&1zrnrG6qz6xF77=U$Vm5MYlrwjHV)k%hiX(G|;F)13vcpRFIs*GGF@yAw`Q z({a3Aqc`F+?UZC|vN?ayKhrrCX}`I|e5E&|W$EKpm2w>~9+Ul=dK%LPa`U5I^SkT? zKUX*AcLA7dvmZ*G(J#mXM8=ta>r3nL?(2e`;79H%9{4TK1P*C2px42)z;S?d6rZHx z^w!Qua11L~M9cOMKbj6JfPid12M6muQp!-u8ZgF8pA+a4fL~zwoy$jwarR+)jgngT z4X^B}DSxWTz29=#l}2Xeeh0rUGatKZufW)h`o4|v8LV^}o5UN3=khjfRs3%Se{6Ua zOC+fJp2K)fVb;9v$`mi|dtgNAd_|>%ZHHXgKd2gqZfFun3LF=(fo>HD1I~JN=T5g9 z%~>U53^|o+-d7wqO6P(@wL%sajM(e9;puwVuVIA_UIQLecjk2yUL8dHY#2Z`TddVP z@o9Sb`oZ0XIaT!6YIf=ru!;6mC00k~`csYV?3`4aEH@_Jw7~oahbp7-frs6_Z#KK= zP$}8(ipm;v;(MCIiy=8Rd(G#O<=T6}%9{6zYjCb%s4HdY5Vh9+M3=^_`3$D*&W3@o zD3#xT2*|FLD*l0%V=V;&TEF_ng_J9cuq!3T)sS@Qf8I7dO*%G*I)>|4=xG zicnRuF21M!1$?kMjE59di%ggqm9u!uJI42CKRi`Ee;=l{X{&Dq69eVtCM$0VPr7W6 zhhhjIzW}ToWe3hw&>ufOX}@E>NIBm8NpHp+j)GuBhxqXDhIuD|kS&FULMe_*w$n`w zRL)EVuRB6~Ja8EgiaxKE^%ApX5w49Wx%h;8d3~pfA@ti_d^p|+;eyU_Z!35rR9)`P zA?zA7zG$rF^qok1-Nrd0Fx-H+zU#LCCK=afLvpDkZN9ym$nSKnOiz9O19ACr&Pdub zaB`HxiB0-G9Qy>!!R)%}^k}HEd4ANc2&EA1AKRRD0N~sYQd@uSNZuYBQ^A2P3MD;w8*`rR4o(1rF5O z4Bi{Xo6e>g?9SdMP|T5Cn}Rm2nTWBq!C0*%{Gar@qngu~ZKIVt*VmJt#XL%OT=)TW zr*3J!HigHtku;9u3yZ6(R;@{rq2Y6MS>9b+yb%ri*2ZPs-kJVCd>M;l#*(>AhiIA8 zZESSbchuErjEjF>4}?bx5Vfvb>HsX?wT$4LZv>73hh>+kQIzB7u&{eDBqPMjq@!Bg zq7k@%l2>Ybvo-j-d6RpQdrk_+r8yJctV*>mB_`K1C|ZY}OcUE`E{pR$vwTr>$FU|I zV53(oM?E#p&g(^v04T2wzK&^v3})aBuHzJA8sXbbyp8*L4V3J{6-a+djk`8oIf{&< z;9YGnwCB)?cgxiyRm`zgIvO!}b*}43=9yhok(8|pySLB~=@cWv+_i%TQ;rHMCiEhg ztG1)VUMCXq4B4T5dI=JiANXWD6a(8xX!v=FTEBf)UkMCtY!(|kUk=e-c#iJP(Gsxe zBpR^{NCTFJrqj;EC3((7_Ae6gasC&d@KT9SKP1vvXy)C%Ce2+t;<)$56|qI2^8K>V%9JKC9%pD~aL6sr8>^oiNr<<+SyHrDoCKVosXyK|!~JJP8KVn* z7rpL8e*)TUGi%L(oWAZOQ_J%ov&r9LlKpE|#$=RCGLiaT^@vtR5KZpw{57$ZYAv8- zu)&UW5>A898*{xa>N&Lm^!e}*IMx>Ledt5u7nv#qJ!{FxsW#}6!PT+ceSD~HFSSXg zUK7CYPk;wQ&!@Y;YcmmMQ=z#WCrBXm3n-w_z@RO$#UBJ1ny{poD+dy4SaHr+mHiEc z8z?iEY)@h`GQ;eWCpk0wN?B{24;WN~Us=WJC&|kW87C~iu7MhDJ^J}2W4I6ZDdvBd zVXL7~14+}r2YnMVno+$0)l{q~{Q|tXXimeBtE3!_Ow#BUSS`$uw9CUDW@colut$A% zmnY4(#fkoh6pG0-m||i$WJdJ4hDD#8$|8C4Qa?QfoJ z&W>=e@=-C}w+2ZKP*y)-8}n1MA5gL^SqM~VxUk@UDbyCPS&DbZqcG3|Rd_ZLVpdI~ zi=XBt%t^1$ZdOd31oi1uDtwW||q2g8ivT*6x{dpCXV@^z;^NX|D)hUxaLO&?0S7~Un2#<_e( zF&N4Pm}YrzQTL`tFmOdI_v@Z=XU_28JCTZbet;1xa$oSIzs5T2yK=Xyj^@%cl9MQP znKIDx^5cJ7^$T?gmmmLSz6iZvx%<10Ci?F*3qeaj@NnJp{ou*RsBPju*l4A`gUl~s zEuGCB|H_8^(yF+Lx z#e?5(Rz9B|;TQbOvqnRO;(a;$lI9lXLXHe4XBX>z3l6=zyE~OI+WzlJ_;B0~tfTSx z4_7Vy=EWITp3oLLlkI?)gVubfG?M2=Txzw`ef#uSM@Y1+s{+Nnp%dYA!{v*t_F@DBXCbC@{YvbuRO#*f^gZKnyrenV5SDb_Ste|30P!Ns9bbBz2f_6rpoJ)e{sRaxMF;r4uhm-YK zoM&LvqjW2qnbDVbQlZJS{<~m=gtg|$Q6f9qeXkzFk=)$5rg&ga2O1#S}<%(=x>wC1)?4#ZkO0^o0R?bW^A?p0r*7| z48!TctMxt(EC12XpX7gTJ$j@m&4a$KQf`UL`?D}qBxzE;s|Tc$yemVN`!F#Le|0@L zI+_Kjv~0Z^cFuNMAhoe!>j%X2Ab84E40=*uZee=fr%}8`3R+Zk_;9U1$VpO#l zJZPw1EFQ)T#MgkB7_q-Sg&_^!8seFbJQ;ysS$%Z0^QzzwIzcqFE88u9e1F|SU|Rs7 zlZ;^R&<#z!DZzrd@e2IBe^L>dD|erBaPI*fSn873+;~lmn_j%Or_eIZNP*8awv8|0M5beTv+Uk%4%?`$uX&Hk32>nRLH zJ!ARbF^&rwGq?jnG>n3zhC`}T3Z6!C=fz4iu?zCRewxX`Zs{Nlne{rsXLqGDwq0Bg zvTVwi%IC2^&?LqAt{M46aG(NJqNFqY5WY7b)D?!!E=s8Vs@|Jpv~W^-lejSg8FNf~ zI+5s!U4)V{N-fH&^M&EcuUg}^SAPhhIa{-6Bwg3d|v@Xiw-_r#QeCq@Wi0kE8i{*5cGK8S0JB|{pN~v z)B1_|ei66kM{3=?)(baR*55f3 zP>M>}O#b!07-@4UBBS`;avk?g3=jQCCK45e?EskrR$%752KCLC9C-mGT98%Y%PGZ2P*KN? zpLe0`cA+s-!9l5i3~^Yh%Vg_%*dQ(-_(qgq+#Uanl%0bpWn%zl}u{3t0@GY}Z% z#E~gV1W}G#gL*`zzz4o==VVD#5^vcTz^S9=k``Zxix=Pl;NQK@#FO+QsF=9!UAUHn z5H7H)dC|tlkOho$4VLnm+t-F>s8Je+MzA+P&#C~jA_hfsF{i`~-GPK#n^~A#8>~cn z2nEh~3E`z582$WWZ)` zQIHVQR*F|E(DN;$&WFV@b-HCjrWfU-Xgl+3`ppImEW_W33V#Oe1hp}zePa?1{ZDC2 zSNf zKQA$+KaiNw4BgGJ>r03|6_xO;CC5wDn21nD@TrpuFve|cSgz*@d*GoTxl7k~v^NER z*&+R%`XVQ1ymVCiE!wk%GDCh^$dT*UF4kEWVCu$t1H&%gblbXfd<7m4LN3Nf^FMVD z6ZT-lijzgG6mDGvw9K$##<8v2a%Ji)gQaE(`fubjOwtF8s%@UI2Mpr0=^Kzr_-hG%QPC0-yc;^{(iAm-7@0<^3V>;u zO~lD8=eq=Jbx6h~8EaSM%cqj;R?UvpE%aMo5)PA37JTq?UiCN*f9c2nPDp_llr zEwUEL($sF{-7V^WQsiS{PUb#zC2A|Xfs1OoRzFOd%%{X16bcI^(ix-V$i586CoB-6 zJwxhwq?@eDg=~JD96mPRYi8vxKfeYrO5W)3*jH$%mY6VOct4QfsVv5Uveg7poC$;Z z0t@*6sqH+YqFT3fjUuQhW>8U*1c4HiAd)kZgM=cBNX~4MWKa+l6eMSmoI#0_1w|x7 zkuxY6K_rOeJ3sVvpYAd49escFzdg>`yIfYS^{qMI`M%FYqa<2*F+-omAnJRPb@5?h z_=0^?QE|4x;9ySy&FX`9L(1pOzIcV_8VEJ_o;y!M*Yhn&ykPa%>w`beYpj3xEKj^g zXOj2|_@HEp&3cgc_8=l74OxPh6#SY{k4O)Df&f(jsT(-#UO|ykr(Fsuo`Fi|LL|CS zfXSKYs3e(HCKwh&oyWYnxmUi&UM?_dU(&aV30F~Dn(NUu`}8@whmfss(Pqw+^rVn6G+A)q-;@ zzxiJSM~br=&Xe{$Q=o`}yZDmxO5^oZVQ-p6E$FmEk5V{&7*4BIl0qgm$dlaaxf_q4 z1+P74jkgaTyFuTTc9>CxL?V?qpga2I$jbNO%WPRc@RT2?6uxFFT&3*?N2%dfdDzNO zuUx^lO_~_*)!=AFf|WS_wFUv990pKLv0V6_xIwXSAVo z(b!`u*si|3;9ASUsCND2#o(}*o3$(7%2ikTVE6lQR@F%>)%SAk>yL~lf3@HjtSY8y z+to?oQa!%CiTmRu&3HJ``QMFlInbRN3V`SMUHA4&2*53@8^<|>b2khR59?FV@bG9_ zaK>n;whq~R$MwfMcYM#!ep@d#Fr|nMIO5|gY!&f-xa~=lM2+PLLr=24flwj#Yttjr zA@M#h|6ShKGGp&l2fOnyKRX}K)#un&f?$ngR>fbsn7}rjJ@tcn~Kd57$v~bF18R`n^2CM)_!v+b>B4y-;!C$aoHlkb z2*82F5LgyR;*;CPpjDxHue`=rf=rCNke%*rfbT=z)5g*vWVgj_Ps{wAoqZn78FWZ4 zx_Rx@g26l<=o zIA?i=oN3EDtur#-`+Ue1nru5C!Cd|ZC%$i9$Q$6CFjK;N--S~y#IV9KvP|Bt#46bI zN?&7HE^m`*s}{ku8;190`_Ti9HFWnsG}etK+Z`*Zsk7t8y$j1fHh$B=Hj@ir#**q0 zr&FcdEYNQ_=e5GAq}3?1pTDm$=A1k2Q9;Ax)vPw--=9oW z9pq47ME>lQ-;mM82G(iu)b0#JmR+r)psVT1d%T{$ZdE)ZJG_2VLc1$&c+2>p_j)mX zUKAKSrN76e-S%zy3gft7eE#){kJOx6Ce!Q^lV;|<+BC%Oeg#J48bepnJA6`ie=EYk z$fya5JPhK^DH1}l?|1&~&qgNRMy&>HfH!aoH<8Zt@@%?j+7hBZXwW=K+L zyBYdAzIXeO8F_{+oE()l&(bZ#78uN6H(h#^G-_^&4${)aWMwlS{q>@2Di{+ecn@p% zJyaolkG>(DlPye|_0+SRp$O_4>ml03g;Z$~SqsJXKLUaZZaD)|>cOF*v?!Dbjf)l; zhl%2?Qj?|Ovb4n(Gk!asxHJ()PEPE6FTZAw-S~$?$Sx%})rkrXGy=0>ePf8ZyfKr+ z_T!Oeb1x*{Cc|z$=EqASKUJ11p&Rw9k7(0!fnMXC>$6W>NwRNJYlF?y3&ZW@O-)2n z2(&n#YYi)1uP%@6Dff;Y+?g%=bD%Bj*}3L5ToOis1%Uj$jI!)Tv8y;j37%5Pp$>Re zv^YQ)7YZTu)}rKB6#V56_Msn8f%At2MBdjdI^`F5J;1k!oc!_B%~LRk#6$#1YmX z?L-?WXB~CN`u@A2!otEMN2o*BX;=2Wpm`F; zixH@^%`2NG>+&ddSvNb+7ZzS^+}$Alk&XP@S5ufm({tf0z5K565h+9OjBEl@@|IL+ z9v{i@tbb8r+f|39bdqPaHOq{J=k!5Gtwi=Il#Z)l_E)(s1f%3K&YPI`<}gOqnCHR@ z4jAgQpy;1$6kC0)t}}|Xqg1#vG#YYKA?Yx&Z}%~VJ}1N`<&f?xvfCo=WDKdxrVqub z2b*0dlVu8QR}J?kvkwa!GNp12hXenngXLu+jG|v`8dIFw|&* zejyeq4BXH@$=amsvt*Lw(`u@sghL}Z>`jcmsY6?G4bFuyVCxigHx!U2ZGkR+9qPeK z(?tKkzzAT)HNF4mo1f)A4DP>_&BU8e%gi|gbu5~R$@+xS+&}r%TV|Wkx=ccbIo!wR z$bo!giNWUF%5~wvsPkH{mBjPAHh~o3Pc9Ld*nlH=Ywt-+VBV8unDrjT`zX9&45l4@ z+uW#aH&j_Z2qr$Hm~N-ZAPL#j@VwDHyMh40J*PrSx8xOumX9>sW1^$z$9|L5Inh5w zjJ*M7t{L?nq1q(9MqpL7YA2tixf}VGo}FEJzBkuA54a2sEm{AhI-tZlI1^0kl28Us zdjrU^k|2a>yxPf3k7w%ItXjj#qzx{h&^?ND^w`6^GNy#5{nk8EmS^062oPlzW!N0v zxW7BLALUp}Cleky#Ao_^qyD09%|pRB z++Q`QvWQj zo~3x|>SS>JAZV{xtgb3Dnx)<(8kk%w_SV-p!T{vY>2D`)Rz5f!4+E(|l@2#Zx6;oJ zlsjY}w~&_6>Vg2b`Cxa>@+@EgBB(`uCBcmm)ou;B4SI`Cy`g!)iE>akLq}_QnB3eK z2bYL}cI;+RKA{lMKBJG@Q8T{x;yULkTr8WpF@0=t3&&a^NPWF90C#;dRSz!4ffUv@O@=O z?j6N-lT`n_*y+=ntw{|hj$-M;JS-uI$j+=a=#qw?x4ph#{DhL&x=BRqy}f5{Nhi00 z=7>so_-%zj7b5}*>6vq;VFB?!V!7>z@=Bl35PvH&l+|j4v(Df!CYOzA-simhGS65e zyB98;4em{d@i^Zox+WQ@(+z_W?CjVeQTj|`;%nocaIm_Qi&=H9YC&C}xhFCgBVoFPb6pvcYIg5$9r)*Bk56-j94JS@c8rXHt$YCD);Vw&8*A*cNQ}ri@B(9g8 zzYTF7tTr5P#FBb#f&$9a*yC%o~2YCZnj&wS>ux zcMQ@AvO{sc_PXxtVU=6++0$Fc&(nA8e#4)*cj?4G7#4InKC&9VcO&lF+ZXwGL&_|s zOc+2#ERHb_aoEw&u#!yE=BV3Z6_rI(xeVE_+BEOUYfTmv%X(k5yt!(@i;-DQRTU?@ zYC1Fmr+cwV z`d++Vd$o!9OBQ^}Q$>eoP_oMI5#;byOqO!7r%cynoi*EvY^NcJcH29}zvN@sQ|$I^ zhgEwCn@+17=1CFTm%_Sq6V(oovn#Pgn_m~Wcorn_nLN81-kV&B^{}25vPoSHA14o! z(35OtT(3_W`_!uS=-B!k`l|~8Cz#{yazh8m)#lq(!I>Gr%>7Vg#~8Pr+}yIDw9$a1)2UaKzdMen1IW=`PnDFE!DoT&viQM<0wr|y@%ROucnWRLU zR!WXzU3%ld_KiROvZzkxnQ6_hLGv_2MKwR~M?Ml0mAL3Y4>@${87)O&lKYW)mP&ia z0&^TO?E`oA(k!usMy*WtBS8LqC;rs z>%D@sM4nxKdU`C`ZEHHchDFi}jD+?t_1vE))(6mR?&RNYz_GDZXKJxoG+V2vPC_fiX?r1tP%u5-CF^)C6C3;Sy;Np*h)`c3wleFHBZ+C< zSYR8}i}3mVq2<@Z>3f&{M7)Jm(}e>G1x6|!-4RxDp7kgftUas93g7BgilnDfAClMWc=#SppGE&dRKhvXm9L(J6I0Y&U3cy-+(omp!vJu6tH?UV9C9@IDUD<>awFbslZg_5<12!h;rwL#+E z$xyUs>Qt0K#$N&|PlHiijRq>Q!%cz946>?${^3slDFPZspi9eoU;^$t0Syp1;Y?2K zc-fx>ZvjQAo1VMt5zvNF!hL#P3S!EM=cvyqdcftkSd~g?%Z7fce?G~r6CAg2Asyr9 z`bc8bBgFp4Kfxz!cC!Awr@W3CKIM~#&Uj~4;rx-XXG{6p^Qq$gq_zMUlTuL$Zpcs0B_ z{*lddR9j{?ve(PXAJnG(8SmhQESa{u9Cu@H_4GiEb-qeAR%g&*mchH7TfwYX z_Qrd`1+EQ&-*3x))O+r*aB~mf-kY*>|JXT^@=r*bup1hZdu5Gek$xHf5;Cd)f~<)i zzBJh2#UK!o<2}Y96wRvd8wc(% z@-J0AqGe&Zzjd1H;|__iXj0C{XH)g>+P^&B-JbjuUq#DJC;khP;tF;~O@p_y4JNBj zL#o8=X~1gd(I3%W~o|NY2nUtSMq^FzR$)y_ZU$xm3j7I zsWGk2GQ6u-;O?7!nY{A0j)vrlC3qXgWK;>ao^5~GzAGhb@tw7Fq};G@phPeE?(|st z+S2u#`x_cjTOUhpag0^8tnb2)TX_6lGFQHBza6(BsbXI=@at22`WIydzWLSu!OxGr z<-WuT&%g%DX z5}-p?p0JevFe%^&d7=%V=t5mS--{_(JOLxhLvjfo>3$$&8_GmPE?{%jt&B+HhO-rf zZBoqW>7^sA_}wTf9@QwHAduL)=riWIt*V(;9PUGQyH%TUK`GmjJX7nY1~ymw{&z0- ztvD=1*Z9YJEr%MLNSbB+sp0CpKJ)_tBdUUJN4$a;91}kx^mmb?6*>&X=sVU{qsg&0 zb;kut-J!ig`aW0^%&>!2Fp7_bf!uxnlR4iu%h3d^fv*&-S>+G50ej*yGL5FP{nO}Z z_@)-v6ws7>X4flgb`Q>o?tuanj@l^=&ei9%O=CA=brc&rD`{Hl_?-? zlH>`X{-2hPE=u3fz##N}Zb=J-@8uC@gMC5O|A@fOvS?w`FBnTxMcj8Wtu5ifsO?`` zV$RX5b}Ks`2i&GC(CPZVFGxxFq2g@XarY_%@RB}gvy^`4wNJ54#jewY@sPN)YHn)@ zT8IkI;6L?-6j|@-ZO+9(nSEu2jdBHhS*KX^npEt8VN@gZ1|lw}pr8naf>`Z0e}Jzd z@+@YMGBtuJMD=?)aBy@${hEXZg5?4Q*s4@l2%5dw@8_zXG>DtCF4KZ zMn2Tikdi{9D%AU7F^;z+!pu|G{=K8NTjk{RWMm1ub;L9?t`dF0Bk%MpHYZXRt>E(U zcC2Ae8k|5G&7Bv&s=dy~)I=1}Br{WH2KjWZhNMHU39b9I?c}1CzBOU;LlFuNUV|re z_F;D0D0MxK794jh>+d+I7QktcnKa**pTNBj-BlTMz5c4wx$5uga{5OSMUNt#XQ0Hm zJ)X^D$0>o?QS%k*;iE`?f{lY3*+P;PIDXFqy~T91E36El@rM84{H-!_i-G6(C)wKiT$cn=2}-*1wM04HuV$aCOQuqz zX55|5J7&IrtTCWv_zg3K;LCN-Q-#KRCilNA^4N3qnPw!5X3w<7SsGDlocca?)1Q=u zVcmU>wZeXpWnoVfGbeNLVucQVX^Zz!e;q;B={1r4F5GGlx2((k)VRfi(!oB5#Se;k zpL$WFIEl9vyeL!&Dkq0`g~ZECdV?JhzOZlEw6HM?XW&1L-vw|>XK%A#7x zWa_?v`QbOimD-z|>D)>;xy3mxyOnxzyHtYkj-lssnQ85t^vN4ZH7%r}OLk>rGnfk& zOf}!2V6$1~uHPG6ZaUH4_*17m`jgAj_oy_B_3x{`gyUyXq4x$#HLcWk(QLCDgW(Pc zI|Mzo%&;+Z=18SSVVrJ2w6$zF*ORD4J|5v=;A3U&Y*EKOxa)m^Sg%QBMzspk8MZ@~ z64;DtXg^b6>^;o|tifCOpL)O;X+>!3imcYq7h})qI1U)r2jt>6K;B@Vq+A}Kk+@>* zUBRq7_$Z`d&iN1MmDR_;@R@Q&#K&7@#i;=8WGdFKja4@vE2m-Uxn)hRjjW$C(7m-f zpk*u0r+ESIr~LiFK|cGo3I)ME`S|Q{JLUz~7+I)7BXJJ@mh?qck?~jGry>m&d;(gT;ntGT;OU7q%bj?8=SNkU~!V z5lMwS#w%xB@&q2oTGu>tE`<`%!YdbtyniG z>CUoq(ko{05nYQIVs@5~5R({ay;Dm6*-%46Xs9P=Su!xW;Y10=^|%}S^4}Q&LwRAh zljm1zpZik!q1Pmb!^E;f*1pd9|CI2^=*hFQ|MePsiX@j}<-(OK*YVqV8h{$Y!ii;h z|NERBy5r6`@f2Ra@c7jo7YeewM_di+y$<0M3G{6W@B~Uc(*!K((9BmUvMn&>JtzS!woh@O3(i8Rl}W#ICBWv36;QX`Y4l*^@;35pZkJ>W)@FD=ir3J6?@j1>x~J zImJ>d$f*`tg{aAQNy=B}!e^CMW9vp{YAWah0o?_=(R4+60TU}3yYHt1?o|}^1 z?@)LN-lxV{c{x#XqZF>>Ryy4?37%E~sXzR6UFPW6TQmdpi%Xq(13peHyU17PZRFg- zeUQ`|LL$Hcx`02~yT;*jNLzZAH2j8a>CMbAo>1av84PU$1=HQAuHt@Ws}Sz8gr;T6 zMNDVU?mAak>%1yvawwl(CcUje<{^YG?{@Aa%tRNo7Pj*XcBiA}{6k=!<-ocP7p3JK zlPO_{FRe>F8HK732vlLOe6R61l~?LkU@w}U^)g;ZvuU{xhPeXi3Fbo)C4nS5tu1D? z7-r&ld&S@2<|1n4--6SZR*}PCet*N&Hr2bvb$#B@*WzMaqe>Krxk7nebir}gdmbjY z_{*k$SumW#r9#kH=IlB_V$a=P8w<>#9>^K%9-n*gokvOvH3r=Fzh8?nw|INUz!HZ!H>&oH$Kl{U zMqQbS=7_zyhCp%Y<6j~ z_jI|D`+h~6QA@CoWcaXfLI|jSq~-F)%5xijZI)Tm#{xyf@Tnp&?K#zH?5{)jyq157 z)O?_o2) zA8=~C_Y{%N!_nycWbdq=Bys;1CIf_eDzX|G^bvj0&U#!I`V z7kE8xNco=T@-n>NB1MkHC2$zGU1blEQp0rREA&9r>BxN~hGmkXXzsS*`_{cxm^sx*Rw-= z&yR#+j>;s?GDX<`lxJ^GB?#umnu+$CF6L2A3S-j z;wnUJ?ZQo6{yb+nNRj?A-NB(0x}q<@B8Mr&4Mt_B6!u__NLPrYOo2C(HE>A$qK*MJ zepU7Py|ZLzOieaM$7DOU~~qv`nz)M!;E%9;PO5|;r)N} z+EkZ_6Sxq*E}?{4uPsM}+^oDQsyguHcxi)hdSFDJLE5V8SuRb>G-m&;IF0|}50f}L z$tNOsHYb)N&J9`%15jw_qk8C8?XOkI`}YaWsv|m1)7%=D=3Vr_;vMst^2=Avex!Wf?o3=kMh4IO=oSPEj867gLH@V2>JxPTJq@JLIZn3`3#e= zu=t~1(pYB%6lNdL&VB`q8zP?~1r-^}b)|DU;cvmbO3!tWG(Hm1b1h9YLR8B5j5B~N zrO#0?>sAlDbqlMCYxHRh9ei?K#GYOaXf4!b*2H=C$Jm^P+;CyFfFk+o5U8V~*%gm|us~Mrl=ODw zX!>ZvXg>F8&E7M4!=5!1!&V{8vm1Fg-?2Izc0^H@r!nvJ8(gXcz;w2v!}7vU=CyRG zTQRSKc8Lj7;C~so_ttb%Za%9PW}cAC8emEu^6&~&vc=eCa%3OXV_yrPengQNv;%i%_WQ%`px-FmHyiV&1W)z5~IQ zE9(JiP%AxP?dZkkhsz2rMk@y@8-^+#Yj1N zO}^v<3jvI(2>$vv@qUZ_jo9EN{6*y9ji3LE2*q=|_Lq3>rQmZggom2<#b2r;p1|2Z zR9L(Z*Z=PycI_d?>B7qDseg=R+LRO5fS}?rTeP z5Tf?yY8C^p_wIK`vr}G*1QPH-awdR#b(M^mXYWhonA;1qGQg(*rH~ALK4A$SBB0>>@iW{(<0T@zhBFTY#M8AneFKw z%aT6QD|Iw)Z1qZ@`yZSTqGR!PJ6xFSPoUj;))HTmS1V+;Kx(CO_t%gTR38V_*yV|jh{rAk z*w%v}`{d-L$WS1l7-2wn17^t)!rp{Z-~noh^+PjK>Y^hxe zM0b)Obamur@QZ|;^8MOQpOwVAuD@`Ee=_`R6 zYunDhalsVXZ zVIH8JZv9%s=(_!U3agE^P?!=H7toF76Uw>dT-0^zjQt3p2ZTGO55+BKLa?;}kzjo- zfoUI{kbw3Age>G$w5c3-ie@(sK!#vA*0GJv&FnLSKp!iE_)scjc9eP&^mVmaA~Mr{ z!(hh{e#z;vt?BnrTG#^DR1!|qUE4e%)ot!Me~NG5SP25{Dmua1v0|jMZH)_o9ugBW z;dqdyt&HGuT7DxN&Cz((b7N^FEsl?ov2jOOYvbq{x05Y-ldz^(PhkFgK+@XLYC?_fD>j%kPP2t@{=T2Mp~3r}g_H z%M=rZU*H6wjf#rGRXno33>DS!_#(dtaH1Q!+{hv$o<@!Qy8#PZpx8G-kdhkA?CAB~ zQ~8cSu{t57dbT|a@mo>;N^@+@A$_rC%ikW0B|Uuys2Dz9t9*PF6!?Dnp#1_!Nd9ax zyN$O?ld-3FLC8eWS*6huJp69ml$GKdq7QN{bK1Xs`&PC0bi{5Of{o$xdykfe8DT95 zV`NBorL&zghz8&uqF~kY#eQJerEC{H%})!cib8GhS`nzSZl%c>zvcsE`cuLYv((@{ zk|Wh~u}qdjoxenLz1{-4CwiX|pJA+B%Gy3Hn6QxFWsRZtYuakaCCAfv&&3j*ZYFvf z^a^q%IP_}Ne>ODveT0f5gD-0`r^a#N^v|T6U$@-#^*h_EEEk+lwl4;X%V7DBT5NnD z=yK~`{`%wu3&Z>SABo+&QWHDi!6722VPeWs{GC|TU2Nid#m^t6j=%cnV$=tXy;k;P z*Y09=)@GthUrPoi3O3;3J?BVtyE(DAp_;oyaE5G$)8C6}OO1f}PVt`0y*0UThaoT* zpUCUNmO_`;zeBeVekxYFLY^Pb?>uZs6OJo6DS((O|8zIxK~-8`M~g?2UL!;aQgYfZ z*3;MF$LL7qbP=7JHyxsQAjp3)j5ft2>mgWa+5|PAQYS=k$8=ogc{FW&B9XmT42Ki z4&5$}m-x13lZ^t#A(?y)ZD=X0h6Ik$ro+vhI>^6>0JIoSk#}BC|ESz>E zH_(Y*#FxVl0P~kJv`E|tc#3#6?4B<=4!OX77SoP4nscTOy-3A4qg$m7lh?FvwS9?} zx596B1h30%5oj5g%(Z7hX&X(_+YRmDh8daF^jg4`8VMM@m3uR9@_YCi>yfg5_vQ-?H$>7{!j-0Tk|o z3-Y61$UnoyNv@cYEx5ayu+OnS{SLor->!fov2-t%4_JYQpPrwsoW{dDi|PJBxAvRI zaRLswXWF2Ur-@FW@yd)E{+nyZ0-4IdnKf`S22T7RvYOVNsY~leoq%#pl!L5GSf1}a{m*X3 zes6F)_&ml=-s@FTifc@CZ^mjpMK~W6*8T!eeMXeInqwRVdo&2y?V*uo^OUmiY_obM zcF@f%K)d{eM(32)M;e{#!UCpdyYF&P?7Sqq-E?vR@TpNz6-oOab-}i^N%`xIu=kU- zFuX9hneJ@aDR~;rw==nq%pJzt^3SiHUW-^dgim;6ZGiyqO+jTuM+t|eLYE(XoL$Nf z0>o=znkkOUg~1lzfY32`n@}$iW!Y*Y!SY=ydZtW&K%NtKC41`rG zz(?0e_?EQRnkC=}J2yEEKf|NIv0vB|#$8|{RLe;SO@gz zyuGlgQ|^8AmF#JTPok%6nwv zPwd+3*oVIy`v2`Z_uuOuzZLiMppJ}_bJ++Xel~0!i-7kYDp-+K0=#;(h{_69h-ztm zVuXf*RRw61(4_;5#;t?Q9Ce{d=e06egFXpqf!8oOltjf4vY$fr(+Hn)5Rrp+M`zgT zPP@`&1fi#Yj>I@8;Ft*k-V8=CA`c<3h`=_=fSJ>Vz4dG`ID6s8vz6TlPv`+0!VM(S zhowUZrZ64_J^!&oOc3@G>M*721Sc5n&6^59U$;e8Vj^%KX20Hp2NgL=(b^7p^VYIM z=={uKR3du4K~6#oz~ZBJ4{9@kQuD#0%vjf@GI~B75eo8>45vK~DJeH~)w<`ox0#N( zU1^pJ)!R!LQtj4AR#EsTUg%w4K_Mmy=q50`E1=}!3x9u1(Jn}y%;>(!bwKbLz#BDz zf-HNx8!9;F(h9J^;s6WYq5`3h&sqLX z6VYs#6}6URX$P~$Pzrt*w0+{Z_)^uz{qy&ok{|o}ig$K)+JYTb8j8IXsN3i{Iu+4| zgZf{ctGh6AkbBE+((%SNp%iN}$Gz~9ft=n0Cv{y4rmeEi*P+TLA$q0)2OP4^0KDCf zL#&VmN_3X~C4k0r=(Pay$>7PgxI3y)-P*MQoFbdM`VLfE!MscFKORvbqR@8baZW2>Es2z(zrPVd8311{W`AWo@$4ft$O4>+VaEON z$pXr+QfD|}KrjaaK-nI$2&;;0ahaPqOh*}$@}?2qN8BjqlY8s=o+K_TMNBdnSB_Ae zO%?-j+?qN6{?6)&JixK{$x5yvQVuweb#1D!mUA7efNwzK3-BDV5R^{M%)r}k^5oxKFaavT=#X21{E)WZ6ykeJdZ>U&gc3iumr*k{mDy;J zDGk0ywKRQLm!3YoaFz9;*t;_d_~~F+kLFe$98?R%vO5z>%)>2ko3i+Drb&G`_JOHP zw6TqWyAIiN4P@=2&?l}cVr%I_x;oRRqH}WDp>Ve@9~?5*d`lJ6i|nzleHF+aIF(pw z0K-l0M082Fk`ax91qF67@pc*%5?{-E(U-zcfu&<2r4GddEorm#4 zzv3+Y-?R(h|-)i zq;w_&$irg1j%KdQ+Rmb%me!9k+`<9PU$$bTM8D*Dt`4d#}>aTiE+j* zt8beSyz-@rhrz>Cq2}F)XML)*J90z0_Q#3|$p_QYFky4tY6c%l#fQd1Pi?Z0P0tD~ z72q_K$$U+ZrC?eJm`>u($PXPVCX>o;$Qe*=NXj+k36Y|d$(_VGOKA20O|Ql)_BtGP zm(l7Up^mwE{XxW!@bO;BU_;w5T zth5O%zbg3cT~f=42`!k#tyj0*ftJ)6?s9M_5t3)7Rs6=*4y&b?;GEQY_`cS;Ns> zY(8rPY1pRQecH+v`^YS#QfRU;1P7w=^r1OFeXyh6Y5t;>=$#JjLzGz>WRaujmXMVs zGc)t6J&)X%q+BDHSbgH|U*hvEWcBRmSU6yFY}f3wKMwMh+A5xJ$w1a9 z*x{vXL8)_A4xicm>KZGUHTc7^?m#@cXH~Jt=?wDC!F*=X#zi|V`6%|pGwtYm+#m7rf02(M+5p?m;}rQxKt&Nw6_VXD#ZLydkP z>SXrEMa-tKR|KuKR6dj(CL9hMRmFWzUjFJZ2A=a~C?$;HClc?xVJN? zvDPgtU6yPY#pEF06oRqT&YSVP8P=4NS9<~ablmaEHP&t>Dq=r-UCZ-bV2w(g7u-#aej_|kxfHm<7QB&Tw8jM8y$_3c9*BRCF^1AR8_??B7JuTsUr@ z7ucip%x@DahgKrX!959^BX~k4orrK;7hIBql+I(Co!{~&y1>`2&ZDk5Lo_%4VDN6* z;(Z2Q9Rh`+Gq-POL*@3Vp&^D_75=EAgJV-2S0;|qIyULvCAax-^O4}ExrcBk>{`bS z(^vD>-gOIq<7wGJuggNPp9-1$Yv&1`z)xdVr0oKN@PAib{`ac;Kcwp4EBnW9d|DxB Skj9})kP?>{%M*F<QE387??t4SAf1GwqM#xmT?hoFN(rI&5S1pq zcSr=J1_+P_34wdi-}`=l!oA;Gch(Za;bhL7nLV?gdG@pC{S!S6=F=Rf>FDT~wKN|X z(9xajrlX@zKg9rC(MUPn4E!hW_t4DG5ai?+Xz$}lr)%%$?E&)haDB!X;OOJ)3i6T^ zyL(4WPK3|J&(GUeUR>PsfA0_j`8bQ;d^Bth)WYPgY3@r$clpB6zhll>Lk4um=;*W_ zs2K%itj{ujwsItPY)gjLjIZYlLeZ}VuARFd_2u~WhYyTCm_7LsdEDS4P`Yi;KY611 zLo?ClzSgO0s(dj7*hZsPjegdlFS<9=BW>10JPp_3JTt3M+nd>#x{ia%Aw)T19-Ral za8zENaKhoZ|9z&T`+_>3LjT_{7kKRD{`<%`_y2**_grFlRnUqlV%Afb#)PuXMw~L9 zCuBR?b{%JZ)u37W?46#ZiIG zu^tu3e(zQjWv#d(V8bF!-oGd#jIv5YDlqAS+`jdPAK)c?{`@*XXQ~NYc>ha0d`|~Y zBR7+gM^_daF|<+}9pgokDxzDUyBn)SK~{xX&t6 zwVu;XuXmD?E>1QEB0>m*8at_|{fB+ZRFAzSS=8-UsxNbx{Zvg%Qa*CZ>P0ehj;+;? z+dy=~4yhO@V#SuCyb|$&*aulFEa=hA3dS#WUW?)yI)m%`v0B!`lE|iaPi?Hk+~J_{ z3>_W#Qt~1&>^kV61?D|cEz0w_H#4cUX-Ata!(F=G_(f@W4{E1NcxNRiE*-&<+c@hL zd(WHB_FyNqm;Rm^jfe=BwiQPbh7QolY8sZZuKx8rE%<&F6e^IB?q$U3BMVxof?L*h z5yx#ouXo+2qd0x^AZ ztGS8%l9GlpUNg6N!*;)Ny=XnpbsuQ+sejc%a7a@(clWl1?O$1k`^$Ck>*+%(YdF+l z*!xF0aG0>Tcq$`r$P;uJb;C@UeuGwQ|I(y*d1#R!arlAUfrF%9QdfJ1R&87{siVBIV z63^c?;rkSNYluTS;+?+zN`l2E@B}3Y>GOF0^7riyUh!oZ#H*3E>W>VkPGfq)*5stz zMsCS1XZZF&@|O)wk;E~}a^jl%6(w-hYVu(;byx~ogK7z2IY`MO` zS^rck?;j^$jMG|p4+g3}4xH|@J*14o`!JVnLk7>*6v)PF>*xqvIjbEO*39MGbJywj z{ZQ71p)-w(%I@DMs!p4dwRm-vND~fAN|oR=EPkW9ZufwU0$IqlD#&cF+-+WnRp1vC z>}YZ-kUYp@qcoN-C-YctXoPN5kGI2yKM}r0@g$Hj;h2nKu%4@nyx+cNvb5T0h)|vYYyoYzj^ER8tFJUuAFy%~aH$OY%I{2^1m1Lz4 z;Tsl-Mwot;gYCHd(^iO1a1#+sjsbH_8W1r-)ki zET9f)2qqf~lV@%#!%|O%$~v&b^o>>Qa8%?pN5v|k#^t5ou&!*{r`xx07aG6I>sYeH zP)sTvQeZH#FchY0W-w~AfI($@1yZP%;s01_Way<xz+3`*xsA8(5HY&zlb8KwODYQJ&90ZrmM#IDS~5HaQO#)?z^6Ym@~B8_x`ci zgSGnnS2@a31Ea3;@9b?|Id;~XSJdNTHlvkcVHDS4?V{Bf1*J_&r44H``kOn4hubb@ zc$^a%Y30)?Q0|b6Uu70VzR$*0v!uAb{UwUf0!J*wYw*0+9d?Hwl&<2k4oY31BG!l@ z&lTL-tD+R?-SN<&@vq0cHCAITDg_!@V#hdjIa08?-&5@C^(t4eV?=2hsQUxEaF6uk zIQ?#7;3CpX3uLge=X!F(^W+p*X#`t;K-NW^0bGH!8VJ4091S?AtfkO#PAv*X44eK9 zJMJFYe2_n0of0d*c8e{=vI9UNgtH90C+O%hv(?_3XbKgBtA(Y0SHJdw+l{DDstwF} zIkr}RM{+!K@z0EO(RE$*kGWuMnp@%hWi{96x zTHC1jg8$W7aqeGFh3`mT86Jmsl-_1W658J~Sjm4Ys@A0yv1eH#iO zc{6%cit!NlS6n>%t<}3jzct5;mw$TJ&N{_Ln7k&X+;wRGtoj)A(&b)$hplaKun&grN8iNBKLbg7^!Uv%=9CvfD175MLX^=GBUg6z;3H%K0vR z#t{`=qoucg0|V}=eEV7b-V(I;?jWZ!xMvJ*>5LXv8Yg~sWp6NXBQo#LY*Dy4 zMtOg6bS#F8xjUIh5{r_(6q=R9Fwnq53ymf>@ua3?nXGm}W)sjs1Drk_0a$s0MNUVR z08-3l6m=l0wLD1H>E}e+V2NgjjsCO#H;Lgqt3#t?fYMv~i0;{rXR4P+c%OJ1{PKuCs7vgH=Fr%ino=f#K(sWK{`Lnju zl`|i&N@go(Atrql0yjT$7XVo4nuVn$XCSw};`W;~jkwOAZ_g++ZD44df#pOjc{^l* z6LY8EHek|muup#BqhwD-s+G@sxmeL74_Ll|RTN!yA6o|I-eFaJ4DbGLMkgNHl)0(Z zi?`+^*6>|*Xva--ST)&7gCuzF)Pp$19ZktBo`|46d8`P2pF417uyC9()Huw+r1p%12*9RO5>P90W4pgMuXpz%$%H}X(bvP#w9b6E6@Pm=pqh|dwYWJZe zt(m%sO(t8AEf1-FUwm~Dx}u2MH3}9H*Na~i50~S3|G=Wxcktomv}I7;Tx0+_c&R6i zu_^2r-OIkO6jLVksmS=R$tEVQm zgxG;Q=F=Q5cHbft+{&_PIo0gimL+zN=-Wv)iKI$T_i(A_mSuLYR+UPSUc_CC(63Op z$)Wth8ZgBD%q8q+_jhCL94BhnTP-`<<gNnl}VAD02<~n5f5m zrMMW9j+fkLPe=!{*5y5xNv{l;AvrrgkuWtjI;`}yB z;dTQ{8oENy=gG1wNWLtsIX#HiutcrY`v5z^4%jf%Ys#xgSk@wm$5!|pC@yjqyyR>QA!APY#C5+oqX#@P~QIvlnFzEOz`X7SS< zDYNRojQxC^?&anU5k|nX4ppUFMWm7L|E^j2{W67A6b4l;=r*&juMUAsdll~>T;I(M zdYcGeRnS(q+*pRwSGn?9gqk59(hD>9TQba>B*P=;xC=Ew^(qY?SzbFEpB83ruQHe| z`ZIdxVZ?RjhN*1!B2R8f;cqxM6<4^BSG4rEg27>)+r;Rtl5u=M!hUkXdIkZoW905W~and5S3_DeQXF~N$ ze4AIl!!B(sAhIX}oM+|D;K~FuSI6o|EJsrykxkh8D=s>0{;R8W?PlC&g!Ff~jUZtk z*9DnK9Ea9;$yAdSo?GiT>_CcfZ<|%X)`QaDP;S2 zI33-9^gk$^&hqY|0s0AB-x^FyOvKOR(|(w4F0f}ZXMHiTltdwY^)FQ0 ztrn8OeAa?+&O4#O5lq1Dom&amTc{Se+_N_pMgf~9Yk9D)F#bby^mGPdRbvh+<`9ap z$r`IseuSy|P$s!y+;Bn4wU~+du!>?5;ahC|mJ}SeUf%HxZ}B6*l%!G2C*5OEJL405 zw7-PE_F-PAPS!PDy<7R3hE{aSbj)O=OwCtklvf49%zl_cy4?i=6e-GU~S}md6hbg%21>!_g-A_rh50wdIg{}twB@Is_`pp zHSiZV2$Vb&BiK-n8d`K^rAtDsq!`?C!ctwE`X8y*odB0GnLhTI`YRm%_NeT>&tkLQ{z`ykNtqM7u6O zqOzI*5LxX)=i!$`v@K=6kr>b(?nn-bMd-83Vpg|8A2R+JzI4&V)*D-W+dZ8@+GJw* zsV-zwFH2czQ;|c$f7yY;K_YhCRXB%L9ME>!u$(b*1VNVHkIL46`}VDO5sqFFHJ1ff zr7NO;XNzK%Vb45^ZzT7b;9Q0I$I**Zj13C*1rJ*SsvWy8`Jydsr`>)G+1#Q`_J^4q zkyULLQBt0_N1!F-C&eiXlhy929++k%P;FT?oScm+l@+DBV}mD>-Cu@XckKCm_vX7X zEYd$GPnaHJL0C%g-xw;|CP^{3Kx^z=r!HGD`i<%1M9eE%XB0F3WOnE7K%83=hS8G+uH0E){+df=9A^yn;yA zFMdUo8?6v8tuBfDzWw^iEP|0I=u0oH{HMAn{q_n}6}umJ)|vY7dfFD!t$`3AdhX)^~bh!%HfTRtF275BfeWXElz6_9gZMMVhv6$~Vi zTenum!d7<1_&$I$j`oRoTCP^&Ji1P9Ab7T_3kip^D)oX{7igQ`8gb2y>bQpx(T89> z*q85!&FW=lV>b3L>+2hGkM=iQ9Ms^AVNRMJwIQ3lL{LZ2F}I@GKf3q(c?ypBr4Q-* ztn@xYE?Gttto3gzj}FX|!CwX)3Ob(Hx?4s_0)D^mulun+-FeiDpT9g?XphNX{7EBY z#HVXKqkD5UZdbiFo)&fyK2>b|?xA`BH=kb1*KV=Ko~mbMfG4Imaihy)Um3UZ)va`_ zu9!W&P-VK)Eso;CQsJSwC{i^dt*EUg1F~74|IC11k9oUV!)Mrp+u~ti^2e#M2V|tA zpKUn6gFx*{TwmrR3~O^n2I#2lii%J}ag*hSr zEql^T@N%XT&BUeT+9tcHmHmD84dYqv25asnqqsC4JnDdm=#4GsQQ7DW8MhA9vc=Rr z1rPs$V5l}FU?Y&l%60?5d-Vp7UBW*42)OOx>7tPlJ`3CaURlhHlZu_EKsF&zwVz#h zWdyHLO9OZVg|V!9LDwtrs`N1YQZHkMinw_HSy*9}z>~n1zLe#+qw_yc8^B#fU5N-% z!1zK@$F#gY;0-Y0p54!we-+8zx8QMy!>XrV6E0$vMxdhLm*_9u90N_1{g~NZU;7T* zo+@5p&LFK+>(;_i{Tx2-XHrwxH%x-Os-xbIBbo%!*jMfH0Tj$n5<@sZ>}R&nWgU^a zdMY%(y=9fd+bWd7xE_u1Y9W1I4iA?*#cJj3k*@yP3~Q7Z!O^6rV`1ncj!$>u+bF{1 zOYvO%(33~YgIgt&Ds~xqZ1-Hf^XI-r);3tfACGQnpbi0I&~A)7&P0064#ZLA=6-^i zK>T_w)}(4pzC?Sjh9Xw`P(AbHnM;0Gl`XWQFXkU!vS4i(_zE9s&`oURy{-Y={zw<{j0-0Dn+lXrC2X#qj~K zx6yQP&QG@jySEj<;}Ga#-sehusA5Y)mp#Bv02lI zTWiv)jGUum;$WWD;L?tvqN(v$e3wNnMwSFm5bE3p5FMl#S@a!bjz5N&p0{iOvIWUg zIEWb|*lPb+_qw9#A#9b`bWuaBM*n4Gr#&$T2aLY%YB;OZdMJ%JKHa1z94cNl`eD>b zD`G1pwB0gtVVjanZiOfftdv*A3IJ@ooY4``7aKljFm38mmv`(#&4s~FCJ|TR?W4=m zNdvD`{dwF!X-3z)9$2oTm`}U9+$;PM6BfRhY?{6-wf@nWurhcvcf=7Mw#1R*ehzLw z@an!Lb5xaaw>qoR^QndvV9YhK9ee)XeZc1U$BA(YMP9vFoyhRoXAva~m~FRoQ&lXk>`n-{xE-y60wD>jt&UUNT+8!Q6*O{r^X44){+Iwb?2>$g5wF zInv+8o|v>KbANxz>sftFezR`j8T$?}$dWdnik9yWZ>-ew#F6619Kfr2sp~e2?r>n)!%ydo8|wr@W@VKaiNg#Qle4gV`=BO1 zD@6F1t`==-Y=U_<6v23bmK$G_Kj_=X0bmM%rL(NMaf2RUQ|Ka+Oe~K`U|CsbsdfDa zQy)5tcE>)9Y?6dEo(+~+gA`W_E|uu_`lZ$s5Ba;ENpeRZYc$5vZV~bm(J#j?$%W2R zP9FiiqZkm~cePF4!(ELMiPSG#nP0Q4${0YS`X>n&nST+7uYkP*3LY9|4?5&^JdVo@ zJIw^NL*xkD(Ea8k0gkqv0W(5+q^jX+$;%yLHodrVk8SFHe!)jBxuK6tUuc`vZrt2C z9olh|i>bC=7C=DtC9LgekpiCjh_QK8?Rj-Ulk{#r$!W}n^8M954HqsO*VUyxY-&9l zv=Eb@UN5-%yGOqHK8Qe4FpM?_vqG1ZdM6jsBxoIx4C^ z|GLb-pZOL4R{wwF zVtwOgL-DM?;{H}ke)|4eF(SoKUrAbq2B6zyAb_a{glaw0WI;9v)TRI0sCvkml)N}4 zlUGqOWRz&BR?l(w*&ElK3V*B#-bIJ++^3@mt&>xJhELb+URdMr*JoOtDmytrO@qaV zqZRU~-0?o!RTi=_RlS4-`oU7kS+{cOeL+o)$T0?yfFy2xjXFoGAZK+`h1cO6o zR`JXIvaiCzO}}BWgIl)b97h4AdnQ+cb~8`Xl~w~Up_&a$*!k@siXSvWLIlT@Y8{X^ z1IEI4#!&~x%KKaD!_<)O6wwN=S$TZu)2C14PIOOgI`+eqB+d~6T~t1Mm)tq$&2yY? z+ybbKFMhFORb&Xt;An=nAqGK=mvwbN-%$$##1y}df`mdn{sRMm0HS_1ANmJi-(~IV zNn*HnK)_vglOXLr_E~|?+}wO9%a4~}X1?M4z5M6*cAN;EHyi+;bQi3v9#Yqv@7!wf zDHacQbu9!`3Z;|2CI}yQ80jOof=L)5hqpTY;7HS8U|_&6E{>R{7R^;nZ=@V3mseeG z++?(u>o`r%i>jpiUVUT;ntp>}r@9#z>9Pz9^rUS~;TEH7a_;HU`p%x{rpY&38oZ%W zKO}$~j|%@gVBq>Qm1R(_i8m({Y!$giklEunP+kcjp0CvgnIdN^&z}ngqoYepM zu6m!!VaRYdK$ZV3pYC}K9;_t6_>R;Z%>X5Uv?Z%!o*}P&g2D8717g`3j)gfNd+9C; z-2G`Kd(b7zIW3~X`F}(`bV~2b{lY+43mq*F&70ugSd`m$Iq4!oC;wy5r{{5rUH`d$zGLT8ZhYO1un%5C zZtP50LLJ-2lrFq~_;cG~G0>EI7E1*H(@`Ou`02y{aSSe$ZS?rq4m~smd6+Ug8zM)j!|~1?DrSk(^9ypJZF-nUp8S+p26hod@5^c7+-|nC(K6o0?@Y{{<$9J|kIrFmH#VgyLI^n5YH=`~-?|vOv z+nHr!COqBc=J-IbB4k-|_|H$dlb)NPZ5Vj3jZOFu+*n|#jz=0Gzx@WUNq8DLMcIIE zam8z3W<>PGXT>;A7q?wL+g(<|FGn1hbDFMSMSF4U|9izR3a7eXJQ@C>s4xZ2L#Bx6 zqiU_ilwV{JauKw!a*^4~ZkF0)N{@O$IIXAirbzg9i}lV1s!8x*;NZK;xeuRzTk(#= zB#pi5>`Z1n_viMiE2^txNcak7cAxE8P-m)s8ee!wn5RcWpYLo$_j3=MBBmdfMZ~v% zd{IFyZzw6Xrm3HcsLNjR4{yf&av@jCoVdS}2SK|M!L_O5o$3hBq|3@P0{Vx9=U0{Z zt7nOJcF~b77hJz3y4>QIDKK2uy8X_CKQYRKuI#g1^X^l&q;B@a z;w9#u*&FTe0(*kCW1;+oQM`h&xzEu&fBWDL-}#hAAIV?M6I9_^q)^ zd5sB5dM_qCFT_3&Q0f#o8C)pwA}BIwHpaM41-W$&PsAZWN%FQ1yWimEeR4iVBHqf> zckw%MZ)0TX4~Ts!zs4j~yDcCO2@GquUIND2Kk43jfa|F@4)%LvLp8-) zxWlCv681q2d&-idH&SP*v3p^I1$p^-j~{(d*z_56F@l*jNt5u#1^Nk3>u)bn#d|r$ z#YM$0+VXh-8X27{aIcQ>N0rDvm)nh?}e4@Lk3OE8;iC3 znuyZn(;oR<`(-aCeFm9M`V95hSA6{@RMR798Q2{hDE6^YdBc^be|?)umaWwK9Qtd* zgDpuI?ow+sdUByuBNdQz`2T60nIMDT1tyJm^(3v=b(@Us>Ixti1rK*`ZH6rQuNPex z;r)KSnc=qW);l94O&bVvYjKodD>yQodz928t-R|ekXpzJfU-R*nGekX(L|>BL<@Er zW0Ng7LmR#EXSXnThw|YWTL4HHo}9_sj4x-dn&~S|kXQkdfQl`L!j- zRX(F72^o}X;k-X{D%#&FN~prokMh>wsd-*RpR1H)cY)xp9@xagzfXJVbq$y%!fn{K zIU;c#5gj?c%qu&lXmsyFJgT_~Krw$#uBk77pdtRN zvof-?r+m_B>#-+s=OD6O?M|}FmH2)x>8Z2%g=!TfE)?k?FCP?~Fnz5JvgW96U)@B~ ziVtx=FdA;ileNYd2>8q{=j-rYjJFjvy9!lywg`jLx{_IpibS0^!-J7~dz^=4SO|9g zwnSJ^!^jAuqp4%2$n+C0n{EY^e50u?y*y%V_N@VBi??wkAW!}J`P-qptV@>10ogH7 z2C{&~b6`klQT=qqAHWASB1_F3D#0G!`Z}F3hCOQYG1-Os-@D}!{4K($#+_Si2~_p- zM_zGhaNO_Q(2iS{6|F!3UbF#1{u!VbJ8Z!_{SvecfI^QwY{V|MYoykuJ3rU+iQANH zK!nW--44yY9O0uQ@?!1cR*8N@mRk z8r^C0XWsOxrgQX!Z&YdJuUYk~_#{2%f{BHPIwD2PEuHQMqz;P(r)lMb4+t%h-D#B? z+8}NHfX+k}m>??X*;|o=Dx=qP@3`*XHT7!PI+rFPfq&VJjfoTt4@poYkuC)Xtg@Kb zx+6xYEeV-RDRYyZ`SP^&8(^~Z7kor;ic4D{YpsndB;tG}vb+}E@#ToL0LWF_iENru zHb%{(H(h!O3kV{p{wf5~($dltfLs{9a3dZ75OOqU#IOAMbTNc_#G0v>g0-TUM%*Un zoloJ;I=r;#t8Xe1jv0O_f5KO>5@t#J8_IjxM%gRNp}TQXFf zzO%0plw{|a_OTKBN_l!IQn){vu&~rQfC#PauX*3vG4-<)<1r_-hM( zZ!)$e&w|g{{_PzG`JX;q1gE(Ec$LtFD|=&EsR2TF0u?rPI^1LLcGJIqj{A8Tg3=GR z%zipaU5ZW!pOlqHx_rrfavDdiKhdqjAKdQI2|GObA~#pt1;-T;8a3ftjJL)}hi!JWPGfBwWP7ixN{8#oTo1A?)sg0CuFmHMB22VQiWD z7uBok^8rxmb9n2mtEA!Q^#@-aE6Tq$sKZUGvNOJLy}vp0M0^y78b(l`APJtG$lpFM z`29l$OyPXu`z_oTW~{HZplF6#N`!At{mU8nlZBS}_iwNb=!8PqJnrD8dkKcUXy3GRFZJMY@^)+cz$p8{zb2ceuO7%bVQ(#O`bWGXf5E1s0LE3jS6oRn=t`k*y_aVY< zOWx^1xQsp9Pk#zyx~tZSN^6m}T6=7)TC{Y1evbE=J5}oZheL>HNy*09(07sdod!nJ z9i#aVyD>>0mkeM9|vP?aN-5H7p|KSkip^?@&!ixTswFS)ub#-Jw`TwH>kg z`yP6x#r`L?qx1GLtlBN@`n^rJD`P)hyBwyQakZE6D$Dq2*XHGe8`a&Z+TQwkdwyzN zB`pHLTfLXOQ9Rjn@RQr%;18x(-XD5f(z*Lnbo1Ei_+R9G@7}qT8*|{#wjuNP@Ge_X z&#mo~NA~U~%mXp}^H&r8%$Xj4-&^Y#aW;vz^4P5O$G5I~b5$(jhRwgvPvUom=ebqP zefkd*-e9qhy_@l-D)HyXF+!b*B-TEw{c%X{<^ow@aUh4^aq8=ZTjKHAhmAT`^}%p* zDE85$e}8{#e2Q3_V3ues;qkWTEMM{=#9&{cwsQ+K>-{}+*hE4*0_}vr19d#H;CI!? zc)jAM!ON*^QYjYXp@zXvurj3~>vBszZ z@}-_f^*1#~#<)MSYn}tQTE)Y=P*Uv zj7d3z+Ijlh`?DL2A>n@~0;6Dp8ovm0J1b`@TVSrW^e2X6Cnz64)FrigUXJ6_i3x4e z{3vz2yTBgI6c(SWHSG9@Sld>Fl#Ep{ubK6MCn*J>J|Z{BP8PH2ak@`n%F9LoP5^a` z#Vfj|U!<*?!pE$4ws_mplpZ|71l3L`q1)g4_Mhwjb=>f(HOecQUq5ZKh{NLNdBY!@ znDU2R2edC~uz;Q!la1%=ulFx_L9BRYz(5rZPAKEEWI$_k9i6cXVYeVQ)T}>Yn-?VE^Q#&H2DZXC!u>SX+uxBY z#VIJ;H1gk${uFeo`_(12V1Vh!&AY40eL-J}D@AoK;OeR4jWtkOxf~aFy2^aNm`>V@&q?kB`>TTRpF5r^_4$+i7BR3x0KWN;o$t->_(={O#SGf1 zdOTwT{dnLy(bP;lQ#~z^)All7E74gda?!C3_@dpzw4?)k{{`k<$B{VP#r}7LFXFOl ziaRGS%gbU=?Wb{0)6hF|my)34Dd}RHUt4;aV|&>2L3eQ%C#e+tg>C6~v(S z-f+)_?76yT6$*NV*a)7y?%VP`EoHD|XEs^s!Ax*VZ+U9J^|PtLkPk-^lDNUrH<9z$a9b_T}MA>D+@@9{3&E}#lx7N zQCJ&TH8$j1=gyg;2Tbs86EjjG<8GeDdjyB2^ZMVwpkmh+6p^hwxGA3(+*=Wt8_*VY zeNYqYSWMDx8$L{G&{w`QI@a5|C-srEQq!1DKCH25eB*A(8el=_Q0N`MTT8RCl2f1G zM44+?G~_;3$n9N*Zm8>FO{7V=7b`)ckVLFsCCFd8_ook}q7Sq0^iB-h)thSf&~-sV z+W0~tJifu0w+#+99TQ~rv)PEj@yKV7DsI|Sg@^ubKi@AmtIWj{{X@8Wx`3)N(wUJd?R%sE+hPGr=X4nJYqkhHsgmh4zGXx>d-3v z%wu8u-Gkg6m?giF3IA=u-pk|Pj+X}~K3tb6glt@8@-XAJM3_7C18xF2DYZzJr;X|vY|vT@*RFI7 zg)f>Z6x!6DC7`A+`u6*@6s+0y}2LK_JEsC1eAz08PK znOoe%umqGo+Zv=~Tb<+w)f>9tV3fDL80UX;|H_rZQ*>W2t9I!CaB4+``iA2^)M>=N zXWpEQU$cQu-&i%JX%=lBCL5`Er`8ql2$jB( zU_Nsw2ssRb2C*o$8;Q#{QPXcb>LY)Dpiw1=PhRM&ScT|dk~FR1b%Om#-VY0 zyDnM?34T>57WgOToW{W^wk5Zf&0m~1=d!uyElD-^BGEJRu8ogF(A*Q zbVq~jW(DWDWGp0_Nuk@J1h2|6tNKSVi6y*f0U|<4;DB96z@XC9L+dtBQ(|sCzD+LV zag z|K~6Do0H+%QXKJB(TMjam%e6N<}MAYv|EcUaLRsYENJnmHI--%&KXgny&Iw7?pE5u zT4EDNd{G`=NoIs4%`tMAm)EUb6?35jb{v#E3QM~ID~w88m?Z2vg)PezhLW;|%2pgD zv(Q(xXhXGmJ4?k7zr()^c0`1z{1au{&~p}*PBDA(p_Es`ryz+}_e&ZqfLPYm?;jlA zs(n!jcP_q!63b)lU{#|U9GD`KKQ8Fs?RW;_ju1J%k_THnk9x4q<4b>(+x(r5Ek-+` zL%=2w!@Q*h1j1Dx13)9~6)QE-OT|CH;iUH+uGR6-e`MAB2*6#OThP=_A>`<#?fj6*|X%By$Ez=+WQ#n3owSWLPGz zfW$O0WB+3Sn2vfbg(o?*%Xgw*f4ta#lRgc`c1 zZaV1!jMZbw&jq77R>EDjXdh%$Qff6&<&EQd>?;@7XpylF*meAvN!18;OTn0(@!IxHCRTfHslXvjZ@s z&xWftXNW64sPSa?O zrpAB=vfzM1e;hE+vj+bD{!UwZK!OwyXzy9SmHJ_%Swl zh++(_BkIp0lyvLrq7l>`M&aLM2bhl@ ztNIXN4}p~GgoF!BQJho=<7>4^OROxd^FI^!1tN%cF9%J8M@L61La6~v44l|%B_71{ zr6nyNZHp3(dw(BK2WC0y)H}(^$p(NzsyVR1Dj_*hym0mEn?L_ zAtN)>lag4F@2q9vBqRFI2IwesKox`>!2EBEh$N}<@d0x?QT5h!<#5eMv0S&GMwz}z z5&lm6)?p~BqY$o!hF%@1thWBwSK}==KW6JzxxPjYTPLZ^U6n;M9lbr z9CR7a(>Ha~`HzyhfI}AiT=syxs9?%!fn(bTb^{w5F(7p{KOLXp+ZW%$qEIqU=2e{^ zJf;vG9i0c{B%l3LI5Z^5FDa;R<)t5v`^OWj{;YTiuX6fi-W*at<3DblkdYzcyVP@c z_$V^{`Wp}eHop1z^T6f~guIyy2(dbrus|lXP|l;6gsCYD^9H{{*XXTLM3^y<8&={K zwdY15tPW-UFXhN^>W|r1UO)mg(&i9X=^8V^ItcY z+e=7F=sNb#j;`>nOPqpR)f)&23opK5(|dPv(XI8}`TVXBU_oCR$wrS>m~{hdw{P#G|1jr^~!!!?=# zyLKdDkU^G|^qg&w1@iVSQs`EsnA`jnPaqjQr)zXMI5={@)jcR$i2bfH z@KV$PrEYk+KMO>ekfTEg?;ZjT|AZDeRPPy z4sa>~`s^hNknRs%b#-->0HGB-dwVzHLz$ym@?|Ni1DLNgyPxIvok5x#Xrw}br$J$1 zq0 zOZ?NEM`^Br5~q28Q5*_eM4%2DfcYgS;W1I>wNV^7>{V+?NxW({uq;VcGXtJTUVWK4 z2}X`TqUV2DL2Y3Cor%Q9xW& z)RUMoT0E0pAS!H9a!1s(O>Vq_jX=DL>_f@;rpVG4!SH} zB7_j6rKgL<&Hj_JsIp#7${Q9-)j2xUqaHZeV6mMOlysDsyvmW}4taMkavh!C_sZPDN&cJZzwOR+j{?Uoh{<9?Dn-o7z8k%s-Uvuj46d*W*>02YnyI4~ zL(J`F2BL2Rc&e(zy3s_&W5SN%JC{O0$wV5Efo(DQA^8y8{;Edml8?2uOR^NkvB{*U@G+r=nBQEa<`S{n2M(8kfL>JKRY z;Yg6>9{;|$t?e1Ay3Qi>pToOw(q8W6n_T++l%yn0bMv&TSk=7Te61rW)`UJlEB)tJ z?gD%PlNKXkw9M-Nq3kW7qFmdsQH-tP1{5r$m2RXP6qIIYq`SLw7!;)?hHg+gC5IeD znxT;{=?1Am`aC0k-}%lu|2k`(S!=K5-uv~9C+>Q#>$<6_sbx%UkyO+<2S>J7CMP`& z#FmorJ_i$Vg7oyAXUVakP@JFvaAr}9KR8d0ujY`77u@7FR8m(}l^U>nvqfs~s)>Uq zx__pO|MAyXk75%A_u|dfDl(VURaZCjapfgZDn+Q(OLd+%SY2I0s1KYpi8C;OvXaG* zmby&KrA%FmGtHI~zx_o5nFCDFx0kQAiol$VROl(LC5*!pIK-3X)nPkCS2wwZAvO8w zQW4+-H5jB@4e;MF%+2waObXpLEa^70)%(JNf&$sh{QT9ynUm${8y)E8!t;;l94rC=HsGDxO zNb z7e(p^iVeOj9~S{64+QdQeWUI#9BQc;c_2zd96h3`SNHm+{|bEDP{nXpmCabn9I=*?{5OVb}(KJvGCr|(p&BMo!6TfQ5#Kr{CQY#Z#bys%%chO_& z$dVMoX?-98Jlg(LsoUAn6&qUktn@#-LQ?$0lIVLnFt4Nnt}QkWJ4|r@O0B$xky4}0F zj_@HkYp8N`^6l6q(q zOHuv!Us~7DfkSKS|8d<|w*aj{KcfG?dBp+Uk$Y6jl3b($@AH|(AOCeS`U;r0tG4H5 z%F4=G#t#zju2_s#!Tw-l_%F}J-}RL41>WqMbU`}+D`V^tSa}J{a?h6d7^Z3%T#lwe{S&S zzKrIZ$N#Z5{UMk~r2~NV-GBe>8I7crkOp4n_jLmf-yGqqLBKiyb~c@yi<2`xqCP*r z>#UGj4J6(Ur^H_WeHJlTCn9%lUdK!vn7>kswFC`#LJF;XT*%R1+qY_jxn>N|>o%wB zM!nPiSl8ouw7Wa&)pLA(z+fM|v*)$G^~;%`7`C(*fEOdmX8y|2PKkZzuLtVy1MjPw zdClYX>yH*Sz?)H1N`w*Uu`xB}D*J~q{T%!I^*4YS?w5IX45;ygSXngg>R%+OzCLB=jaoWFoJ4)W z`*%7%U_YRG7#7S*7^ApAla&A0zhL7nf8U23 zJk5`jaMZUREDW%t5a@Yk5M6#$y=eoexNULotIC#|mH*mx{0V;9?i9Mzd()!Ha z?}7co;cf<>WWlckaynO74J=Xe=KwJh1ZsAQiq8Px9T+Jpf*@)683if%K5l~=a~F@6 z+1a|k6OtZ|yZ+T1z=6v2o34-7dz6oXkeAZ}juC+Z0lob<6T5~(wc~>!$Yc?(&wLQA zr+fH-UWKFfX{43j9*Ai2I|CN)Jpt>EJ3tGrO!yzSENSe=4Fu2rr)sd$%Y~^LFkzx= z?C-RHss^+v&T!cz?xJC5T;(_>jpya2J?oWFiCO;dX96>GCG;wI{p+mKt0&rDq z5#!d+LBWaS@ zWYo&1mlRHWAu0*HeCyi$Ij}u9lG^6;K%JGJXhY-kobT_d#^;AgX_5V@F5pZzDq(BB zJMnqvLf@mEc#dvDCSAl3lh)+@=q4p2vLe>lpGk3n(D|kLM# zWgCxz3NKuuxW>ejI}K&hD5_qp1PQ_93$_Aug)67eosth&OFaTOdrwEQo+Afo3fzL+ zomykvLdV)+Qr6p{@(r$F)JS}vCbx4^Y;u4U8ga|=2c}x`m?0mDL@IAg0o}~Px24}d zY$<2Uu4M>40+DqY$N-<-IT5JXvGBYhI$8MR$B%g8>mycEb!Kk&Dm3}30bhc#R}4!s z+RDb#GQT?clZ}eEz-)AWmdJx3=S@>swP(_%uKOor5~n(Mi5`xPU4CkATbb}&)`uF$ zPWXC3l4$G57f%9tm0w@?qSCC<{+u>N!@g@7iErj++i=0ZPfc`JvSZX3cEjtn+VnG} zaz!d=Sx4aU^X<(xU!-e@xZ4@zyH?u6g#GHk=Amj?`&r!gk!ko+q$QV{4=v~-%?B6> z&VQ=~$sQMX^aE(o%avi1`8xqy&qsVLOd8DsC7ZH7i3F^RyRycuqI0OVFETptkAlZe z(cvHx^!3wqG#Z&y#}Iyq{}ddzig7kQ0MoWD1!>wt^kCl9#6$`<2<=b0?dde9p9_E} zUw9}mNsDTYqnDuRuinhX=~(EYS}r&XtwOcuHjd3lB|Ml+AdW2<&0&Gf}eQRnat+Q!%~aN8nWwg>I)8~ z_xN6I9=GqLxh>`q_#9bA>huLWS??=ohnF$)>5&-q@%=>lTf5?`=kq4@ctw7Qn`Ig( zJ8IFbe6`uke}t_H7Epzeo`ba>QM7@F*YLuYY6^MoKOz2wKr&|1=$6j<%Eijb?SMW| zY;s`xury%{I7I#4JHP=j^5`iIvU@I9u95dfehr)+-+}Q`zH=bEF8WHxDym+7e}{1E z58;9|ng_Q#?);UbJgnt_4YF68)jQhi!i7JxTPAtVGGy7pxA~!Ze{4TItbFQ{s_a}N z$P)FqPR3e;qvgd~fnnd&C4Fyh^8jJ&>2S>a*S#yNt-zNSd%b zb)KY$(?^}JyrNv5CPYycGAphBn*>3OS?}f`5=(YfEcoo4J0b~Kydc&{cvul80=dD> zv}0Qm>|=l_h1m>p*pnBi*Kk23tU+nC%5IirCCq;>wP7Or@{P~R8)pphps?&o65UZ;UW^L8a?P;8{D?FOyVo1oK7 zSXDgVV72X|!YIk{Q-bl`K=i}om19d=*Y^(9_Uvs9l z{`nJL_37!~1PgOEXLYD; z?ToxgF;%K>P2WmO^0jZw0KX(u*4v+YNPv6XvV0KSTtTyDI_pT-Xdh)+v&|%!;MD5TVLdR{Nw4~ znvz{96FNMF;8_78%P@Z*g zD27sXFj2%>ZS{-+fNHHj~b{5>jYSy>@~8{EmAhS3d} z{nyJsEcnfr(pZKG23l(B*Y7jFf^=I-$&ukU0eGJupA`#~B|~B#9CButPmm09_HmMpHFYG*|0hz?g_no{;@>bcm-u>M-c1g zaoL_q8%f%i1Qdr5QzK;!7^?YKh*6YyI{B+T!1Gs@0u;4_m0K{$vVDoJuZsWN1hE>$ zvkymEi=*VYW^d(Ysw+ zA?1#GK=A2<;lB8W43*MB?bzVm3F{_9R}om)8YLOM_v`Nhx~u4mNo%}PNVN*pTjod` zh>I5#yb!ND?s}IajxbTMRk%B8{m{yOg2l&HYIs7FU8)l=$lx(`5GV~vSYS0tc0&M% zRqzK_*u<6#e>qK3lTgpeQ6*vn&jvQnKOaYM_OqSfply6I?C0X#y^3R`xF=(Z07USv49jRg2I?zVP=ixgjspe{;$cNs_z9p%#kUq z!9qKP_;$sTxoV#)1*kqZ)lXA%r;J=f&(S84t;{h)f}xwoJq0M}62Z)&<=K+sJ+q(k zz~|q5^)^gc8RT4bu3PZhTK@g=TMOW<7}T^TF~f@$L_-+XGBHRUE~1|AMZp9igQXtl zZwwzE-PBsAb4dA>E?y-<8wq!#s^7(r{0eDFp|9$;m=`>IVo1(U%iZX-&P5Kh&;?9Gj35vN#Zf$zotFxeV1H8hm3gnnC>+Jln;9jN!*719?P_z&Pb zfBVMidy$kj?-D$@7Gcgy5mVx=@%{9~)9oWAv~V%`B5;hv7Swo^Rwid}Vaze1%4bEX zz3P^Y?Ygsw)TLDyqOdw`mVKzFX;ml@k5n1R(&{m}W;*%r>vL`EjsaTiVMq;$mCcFZ zP5DmVb((TAowVX7;7+3L__1Hw0p)lclqi0Tj`CcPgh^_S+<&UUrs%jI5Hd7Qm<+x$ z-Qm7G?CXm$*CpAwP$SzNZ+%<01i<3V+Smwc61t|J-hb~}O^U139xwIq2E2kQ?l@m$ z!&#UR2Wu4@&_lyPbPLYXX~6jc0jP>)WW0P6$`S$2!wt(rCb#Cy!4p~r?%xR+GT^zl zlj|`rc@d(*eERW20m3EsFjy@bu<9Q(te#-~)c^T)vb%jp2M@PJ3(>=#^_E4#I{DVQ z3NFvT*RXT|$4f2tku7}Kq%Ko3V6`RsXn!!q)YiQU~#S)M@B7(M6{ zdPeq7s$%x)?xlv;^*xajl4nVBP|DF`1j|3G>KPqK(jLTH{VHl`hfeCnob*6s%=5sR*Y?Mvp5;Q_>FN{Gt0-w%BpsJy7M^y7Kq zf~I7omoLR!&Yf|2aKUf@AV)L#-7e(~;Rv%47)4#a8-kyKa;SW1s#ButSUKz=B#N7X z-+TqsAX2HqU+KUJ40 zLk%&>>NVCWxDKmybyOsqZg`Z~H(+of?LSxI@NNEyg9*!%jK4Z1f zUxs@glQrvNyS< zlGrur&=j1bWIm_appOfW#ODQ$Sws#oR`CXX2iY4H+(O|K;x{#=Ye# zuDuOq))*YSy$g}-C^#e)H$ixQ~A1AZ6?b*X@sA;6pz0w z<%B%xSg?BB2?;;-E;#4sY!o$J`m`1~dIvDw;A&#)Is1uKr2YC+F&st1^%bO8_H33! z(dw{TIqs?5YEEm`Pa;lK3|wipJmKGAtkFRt=btkn#8$DRhpTdupyx;MHQ@)zYSH9$ zbav7!L&q+BF{zQyYCM{aRhq=5`ntDE)9abXXH@owP24z>wq1FbJ}4^7X~jr7!?r|U zi+%D|s#TRI6(}FB9Te*9@!Nyq^$;^#*p_VOve-F^to!+3zh3%7)aSqe5toWLFu0K@%DP}IE;Il{ECJZ z`%DTZ4!Sak@NIkV@}iIA5VD<54NhVjOKq}9kR_uvRr-9UEmTqtTRUqW6p%ug-m8JY zwS<}I_POYqFFB}Z9!7Hi#=&ca_8LEtcj?Hay?C^_BFA5gDgli^fLcXLRodW)^28Ty ztrBN$I>f3Y@s77P-sxmG`jE{n9x~@Vy3PUnvF!AewlB68!X3;gqSbbZ)&eTk$EPw% zyDdrVbA6*h2>tkk$HjSZWnks3yQ$0MewHS&kb-+Is&rmDK!{Z z-b5V*3yoWia4de0qH;lJ-q`j^H%3GY{;CJ`yMeQ0cB^`vy5;h+Ly4mhMiH5|^OHo= z5{~^J&D0B-Vp*F5qb-QaF>9l4=D4I4D`9QcNB_>m`r``pl%hjBwV8fTL-t&yqEH3011BQAx8`?l&Oz_WkfyIECeuRH~a^M+d2f8 zQm;bsqHazsfy+2F`9<+DY!yPt)gze5|K+Db4Z1R5F|A-GHmbcl0tX@;r}w8ePsNZV z*UgJ7eS3e?d?N;}Sr*-Z&cI25bt8AliA0KqNGW0N4nY44H6lGc$=DJT#qx9?FRJSj zN%?MG+Tk9`f*UD5oJ1btcJ}N1rH755bk)msf_4Kp(O)JQQZg<1*M%N?OStx64= zv$?u?Njdg?|NISOlnV?ls+eWmEhO&Pn?gCDFS$Ot9WfEkL(0a)gS!0LM=+zsIKCf_ zf0Qejr&rl}a|s_tvCWQ4?3$o2d|LR0dLxvwb=fjBoFNSc3BLSYLDk0;Q7;4G8Y+k@ zjMQ;Em-(*hVmg~xWTu><(pV>5)+_v`OkUuXWo%K@9*mW<#B1@0b@O{27FI*ZSHX8h zEF0RVG45M$0bK;N$ME=af#WRuk0KsQHAm}gh=7}Z|V)m64t^xYY= z)W5ycxIt6^Ux_{Fc*f}A8ib8Bd(`C_AGh$n7t$rLzu{*T=1;Y}|t7&XVV^9pwuz?u=L!+~b~k zS9S4n=t=f+X!OIlcASZ);c7`%-!8gFAjSi|mF#xip?Du>tQcK8w?Zx{JvyH{w(mZX z%&*(U^O0E0F-|NQzVMf?2Z<3dcC8?_7M%JSm*^tkx%llz;Viv@9tHP|8su*DPRtfU zn5nm0<*Cz#dds$})L`}8{8IrHG|O4_c)i!`TNXn^QrG_5tYfXTcs06O@7#PAwEdDv zkePV#50+WNf13+tGz=I9wQenSjl3IG-M`RuST>bB2@2p$O7&`*;*J|&_?`W-CSSK+ z^K;Wz;}lo-a_ES}#0zEW!TS*>k9ShcRCJl>cuuX#0ZR~KJymiX^$A}`XsfqIN^iO*q@?uLSrQ<=u|`0rPd7|7(zQL zb)>3mbuC5S(r&QSGH-KhH(Thg$wh`dUkG_9l3&;xp11K?NZm%I}vu znnaci%gAic)f8nPyTvAyOdzwEGlaN$Mma1c3p@nB?02i%0A-&WxCS2AgT+4^A|{RB z%yifmnVm$mEuFG6UgjE?|Nj0mA$ACjBo{C&^LCiPhR>tpuZc{STR=+BtOpvYr=zIc zQl0aRy_8=+-(}n`I6s7MOWAU5t>Ny3jLyL|JdA38=VQi!qEv&=wi@Y`=4;!jsRw~l z@Dqh~^y&%IAi+9ct||$3+w3>(GfVZ3kG?pkR+cL^@aP$=q}jBc_)cBBV=B5n7e#fn zzgtjeL#7^rz14_ilcRJow$YO<=lT1V!#x|EX#v!XU> z76&lu5AS?z-Ed9xSpbn}9cRZ%?g2@8eI;_{s|6&ez6R>D!2SK%xS|eAiS@B~GIyP~ z#hXd;Cr$#%d#!7yzHP zyeLq(OMj#6&%#50GaoQuc?Qb7aG6ggTkm+I!5^z*^i*l>YT&{K4cbEQN8uD{7_5UDwYOWZ4dv%J-^gW54z8 zsSTY85HbEp!h3%g>&8D|&i8Ip&f9FJKVOj-R=NN&X^L)pO;kAGQO*2X4jW$1*ffmd zguqF-D@2iOOS}ouLiLjyqhIT2`hVZ^gB6E~FJ!=^lGFBbOJFa#v_;LFjzK-s~ zWG*v{UyPUU=l{Ver5Ai3$Teqnl5S$dw@Da$Q1q6>RcdAwNi}t2W9TK1o5*GAVzNLx zPQ-X@ca)jT+}@{bH;=7=4UAWBwLQl#em##@XWT2$U085(4oNyZP$ROmI(=jl^;xKs zV}}N9I--B{kY&5#F&LK-%)Ah+_1kG*d&FR>w$3 zb+prMQ`P~K9%uwPbhS#XwOdl;#yr+`P~5ccSs z#~rNO&n}YgVciIxw1|6XXS5LxDMqSW3Qx~$xmcF$iCua&93z3)l4$P6M_r^1b=g`{ zBbVy%v3l}!{w3npFp!3R?R`zdZFkF5p--{_(sr@OASG1j!E(RYCW2YyclmF(=tL|n zt*SsdS(pRqZ}x@7W~$4wp`QATM9=ZP1`+A>+`*eWoyzT!oDbpthXOsm>0%|kfQvqQ zjn`$C%ePN><*h?F2@o4bNT26SQqSKDbdyCsoPx?(UksaFNU}qOwBKC({H(SyaXxse zbP$l!l9FbF9*9XYc;z^o{fZ-E^p0b%*)5CL0% z6=rRg-YFa@K4b5KW70e+_HD#0`|$K|h??}_ysDuSA0SVQDTOCLe@aV6kTjYQ%e3Hg zWJ3=-!_Ctzo9HgF(XLtRB2*@F9|W(B--vS zb2e}n^Z@(3Kw4bti0(&zEay8hORF+8tLT5I#}_!S{chz5;|MqTm?RtH0cE4;WI^Q7 zAa3nj3qrmq?c5{vz5?{7&jM_U1K%di&s67yCng}LVjWPZ9@;47BW2&s(c|2(I1_hX z8Fly?^xMzSPVuEK2>O?;);FcjE7Y;re)aoPH(C574Z4XjykyJLe!JOo?pF!L2T#MV zf3gfL^uSBr^QN!Ir<~Auf}z-wsqEiM&dm zBLjax>lHD9N_3x4z+JmJ$4}cF z!Mb?!`CU41fUzV98KR%*@yl6U6H}a4D?fIz}|Z)xQdAkml2+;ze!su^{YR>?318ACdb8ua>4_?hV+4HTQ$i96914 zOI_SfKLb*u5V9pK-(mon0{8KiA5@sya15LrC;VBNsl17o#7k<(V8qoi)Zh06C+R+^ zX!|N|4!>T9^TXk9QwDbRFS0~7A~a9Dc?n*;LhE*E^7$)Gy|FS@vi_VS+K6-q; zti~L%Nml?DrDL+q5qq;@((!w49B54>c?g|;cfswhJb5JAZgIbuCs{o4fblj~dcakG zP0`!t+^Or+BCGnmB#}oW+tE*EW+@7)V%mx23X`@(j9{qlH^dei4=^8rWiuG;$Vdk}{2~XeYNPYF^!lux*18_Y+WNu6HP6$* z^FG!n*7J1{XssL=ye1602K?~)zf6H;_3{V`VU1C!wt_~v@afFl?RIIHxWrs={#R0P z;>54hHss^Drqo5wO6*}r>ENL`;}gcv(JgRMI_&Qt5OdNY#;r}+`eubIGf|J0nAbdg zPG^t0JzdUK;y^L;K;%!GGAv)-ijm1J>q1sfyRBaNBf1^Qdrmq#$xn^CU5U<~57-v6 z-oJ|q*(r(3vT~DNo6&R-AY~V%)sYwReorD`yRr(uv>^jt^V`@Abouv6C?0m+? zw-#~z!I2%~G$pwmi!BFJN&bFkNt!m*qv6B7D4FH14|9Ce-mm}n)~7}mv+1cWNZ-N< zwF$;{^WhPt@{5Nhlh!2#2FEhw)@(12kDanR!9P4+ECiqQN_49bpeMtQ8x=`VS09qI zPbC9WAZN$)^#Rd0Nf^}6)|O?0*=Dh4I(uWfzN8_fvZ2_0XD9_=Vq*Kq1S*G}(9q#s zIUB}tO2oNSMzs!J%~Dy^AB^?Y>Y)%mMgH=X&`>QQ`3fI{Qf)cS% zosteAqg&R)siLrvwUheZoPBZ}29!GL-@as40R-#j;9hMqOUcHyej(7;<5Mqcby$p# zfwg=bT{}Ov_9ZL(83k*7BXZbjfS2c?4R@0F(!sdn`sVIlnwuJGC`4pyuL=N`@E-pW zSijc3RUuQ>ZtzO8xZ>P(*HpY_goNTs-3}ZE;F3m$ma-;r$g~PPWb7ite7QB9%Uw+P~Ko≦17 zW)^14!G;KuyQp*jBu>q+(w8t(Gzuo1EgrL3e6Kx;&T-dSK2_*oCFZWDAm%|*adEva zT9%U`W_duHN*zVh^CV|zs5+TdQXel}!n^|j1eEG+6Zp9G)NGlzb}0qQDfHkC+hge3 zt|jLV2umtsUt^>E%&Buu;e;lGZk)3JN_OX30L0pD90d{S_SRgK~u( z%B72Zc!fLfOyltDc7#5ip=P}KKj^bBw1?7fg)eiZmJ4hp5Tm5Fam_0J2zAnnL#HtI z@K_dsLxp{?)Fh1oyc$dYTR+(%k+j9@<9F}(vMYp8Np>?dIjNpGd2FMHKTh5Y)!NP3 zi&j~Css+0;$DY(GIq*)w6S-ftg(a~zOY{cysOwa!au=Q>HjA|x=f3JGDFt-qzR2ku zb1>tvV*DZ<9M{?A0+F=oVR7&pG+E3AOJ1O8Ys=32&0RNUxc>>e1Fs;Q!#G4 z6VHwdMnwcaOcQ3Qa|MLN^f!Zp5~xLsxUPu$WrMLQW>zVS-BTsya^>q6L{7~Hk{8w- zCGA7?kp12*yAE^_tBj6KsrVQCU3U&@Mz7#*-bG6X{)Wq!|D|fQK)72*sruQo?ra8=eX2lp&Ve-&BGMM#6GG-7ey%ddFHCx>nc^K2y40` zz(cjzExYM$$QrXZMn}_kUhCKdQBmKEq#r_3i3O0`=(bM`hsPgD_bm4E*S)OUgU970u7_{ZS*w#?%w)eUCkt6DUO!{~lw;faDbE}Sd;A(R zkIh!*@KU=xDfL2t32J$MTByng9MY+yZ348s!LmC4l{Y>7=E0nP~-9I*h)&iGcHJ(P^ynt;`#-{1H#5rG%ou}X4@fWrEQN0H34?#*zQVv3DLaIuNhLu9}YY+ z+YuV2$6$%~-t73tBOq`n!CH5ynA9$Dlz%02Hn4eMj6fo%=Cl?#%(dk))z4JdCGWDr!Zilw+&4!>-Oy9rN zQET44H`^%V|A}{GvyTo+-fiWsCairT!*?8d+PWki#C+Kq&=~dkJN5GUQ!X^;gAY4X z=-PV3Dh;1&?-o4eMeR7c$_^^^>RDPSnU|(@18U~9hJ^i8pzI{7F`mt2!m=_NVOr#p)-&CGs;(Jb}I2%ZH(a zTcV|54;h|2U_aWfXexwp_P} z;eTQp-)l_^mN;E8Xu6$XTwNeB}JZek~v=1zXk6Z0EqH-o&q*`J**%^^(_Aq|UQ+CGvm|;Iv z(*V;Z?W4PEFDK>$K^z`4 zgQao2dzs+0|H0!Z5rY2~n8oUGkCOa?Dirp<52?VLlhh5lAi0ev9jh;Lf_Uh)ZWRFC zpALCP0h6h(OvfW;;qcQ`-HENkbq|C1K72Q$yxzv4-dymxBnTZaOO5SK!GdORuT%cxmO2lCN zV^tXg%(|;<6EFa;(v^}Sr(Rn#qWW19CR71^V>%)Z_U(XW!V4ov_&-b1&0TYpkcf%I z6eab#%io&s%Kg)tL{l{E1XXE+?tvQYg5wvyknyRObY8`pgH?{)bb#4owR3J-9zl2-Q#Gjm5`a6 zHTd%CkFV z`qE?Q+}cud=2=fzWO2Fv8J}s|0#wuR>j2wiK8?uvFYLYP{je7?b2=HQwY^%htc|RE z5TEGlr(<$WoI9>{%p>wy0u@lyuetI{8R_tW`-+U;D;uP>D%{GY^rc^XFjofwh zW_fwj(Skht*`Lh0>?}1mmaMGYqyQ3ZRQE)hSj&!dA}jM#X!&+z>6R9>7ljgz{IqdN zsp`d@Kv84jQfu-(vropPH77eOuszA-x(n{-09+B4k^I+3%0<7;VN0GeKC?4pwOane zx^_k}Mbz}*T)R&#BqlTSSx-(KagJ5B)c|xLO%Im0RmD1inqH8$^77jLJ*h0O9?Z!Z z?e^=O{E^pXr9=%iwaMj?oCO8a;v8nO62>DZ@Fc4U#4!?*uJQ}GH=rfg-%Tu^Zb)-C zY#ueHj+_>?_a`M2yLk>Rs5i3a+7bC8XfJ96KaU>^kFD|E`6C*#MYEd9`&Obkvm1yj2I2R7QDB4%IH5mu8JedwG(CcrK@M63?xz7Q`Z$3lfbIolE?$-=VO|?HUS88yNg3_@WKeR)eN(BqUWD=94;k5yjd<4!b|Ot6OP(Bb7Rvmh zYq>9I$?Y2_`HRidkkfyKOB8TD!}tn4=6pG|t+i{XCZv9m6WC*wae-{+!qnnJ!LnPn>yWopuI z*c>~N-q;FHWJLN)k0ZG*zU54?He_v0>c%KUF+jI?ier9G1h?LOMXlyBCCFZdM$m5^ zO)Iq_ACrz)5yD~dYgP;9F$ikN{eL(AviZ-l$q5VWCGHgq~sBJ~%m&> zuWsyWXukA0Fy@2xa_+0bs@^;PVWg}oVz@YLiWotpTOUBZ2#`e%h#@k>Gg&W%F+~(` zg!EM4fzI1dlOH9`&u>BGlLEgQ7dD$jyAn}OzEz8LGJdSor7ssU>E%a7k z=u(q(-F6=O{v`vc-6b6-^QMiLZ}FFv)?vEOQ3`Rleo}2XQEEW5PXhP8RjG$F+h9>r zYMjZ=^s_JRskZ2h!bQL8mq({Ewj4K1O;==8Dd+toje9OgTZxC#t+n42X?SWT$OyGG>tq=r*_;5^P%d^EU+ zkCZe@rLA3aNMM_vgsOzL`h;x1uNb4U&AR#6tXmwGdDnaHH5jlPjSQz~rlH%(Uz|{t zU*>b%@Iv2&vYL^e;5vmN%YX5gL!qqaNTFpngXIjMOxt~a-aW+8)-l+M=!kbPOF(nK z{aaB{0(7JQN6ZR$kfkU5@Es@YRVeA6;`Dx(a`630i!Aw z;iMuW+-Z2%JvXu4y8K-(;Wk>j(UN1Vo%GGJfx@m+7f@xQ?B1$zxxSrG8yC#B5dTmT zE=ZYEPG=c40&!P9oF7e7-upep4s}u)o}{nE7{pai#jIF(dbAu-0r89VvmzCihYe87_TYn~fXQt*;+H;oM|p@m6=W_8P{y znU{g|za$FN@{`Z6&j>*6I_-lu) zxeG^Np8tqvH+wlvSBE0#w(A9~`gjG&fUoy-A}sMpZt|OKqGRN^shI`iV_ejs^1uA? zmU_heXM}v{4|?%UZxD9SRvh*MzdB2;*v!X%A1qCvj$I1-dGAkZ4R_t0jMooPCQ~ha zolWvLeu>f7r z>NIvp*H5y^-Wh9JfX#+=5dY_ZheKCZFXK-+i_QC8#M(x|yQ6v!gmX2l2GpE396$N3 zeDs9sy_?A%o|?F=Gx?{qx(cl@0RH2~8*{yTKS9?K!Bl5udQ5^@X3!ks;1zEb?r77% z?l3=2L#JL_UwoUeuwobjh2~jL?!Ct$cCgO5^#`2V@A9YqA^HLegT9nP^U7ffg9LS1 zQKdqgfnh|3PK8z8tZZ>vJ`8s`uL8I&$CFz|Ur&EGd$n%c%k)NQutP^w&l@nr3eoTB zW*)4c&5kKJ@0`RvzXp)9KxE}X$)ts6Jb56RZghlECED*#_Za(#Ks2<^k>QW;&ul{A z4O$?^TNcVfCfDxQK`%eal8Ou5zZ(Ly?e8pH@j+|<^p?RfC;Gs1^ZPQ!Z(@ns@%>s! z{PRcfZ@e8>)n3g1At1Xdw}L-X%>DoS&wRJ{@!tXgJRmY6%568pgz2L5Ke|osq(Ho6 z4^S>q0GLk)D7W*6o+gVOk&ep=W?ewhXR_cFGp(2(A>l0>ljFT5)Dn8qE)M7fVH!qb zWQrnyoJ1FB7|N8yZL{9b5BeW3VY*n>pY5U8JrB$iL|{nl4$8>DLZAgRs)s4YVt)Gi zgrITN|A9j3Ty(2(&Y!s32{fl0y*BF5Cv+sqOTxV$M#PmrzR!;#1Y&*>grJkwG2lhY zp&k~|Al^H28MfR3l*KUX>DpnziE`skf^nexq751p0v+%rdtOhI+5e0!=s<;o8ZFkb zLV|`xoIo7Sjvb0*PTv$~5N!&f& z%uGzyhsj)@t_lC0dWsjAR%grI3Gk>W%8^x4sTYe*J`MWjOakbQ`efg!QT zXr|r+X!k6F@v<4|1;FjMnBHrn{f4d&`eh>j; zr{51+w9MO&wHP3Rj??6*h#mz=t9*~l{Q#8sR9VMu1rkA%19wWg6>TK(_In9C< z6N2|~LRbm61JwWgT|%6zRBh3DjB0$r5@6cB50#LPr9Z6oSh?!BrF3?=gZ#xxS8VWd zGI59*EhuRvC*nKVjYmivJfnK};ezrHYDZ7~2<{Gj{&S$*pUj+}rue1=V{OHsD*_5b zDJ&e2#{W<)!ehq|caS*FU=Q3(4)CS&N}hM%QVRsiWkpH{+xtqjXUsu2y-9^%;X&Yw zJ;GA{}Hg(4KeMxt#opxC)DL8gi1>U4j68 zK_uWDx9k`Oi<-}3bE>-Kj>%}UyI~Zp&_QI_5cb|99%~hfnt4fdmi@djvs&ehx z#j(XgL12S~lG2KR(qhq|(k(45-Jv1~DBY<@h@|u)6+~iDg0KV@punORol<8$Ap70# z_r2r%{`!q^zH^>2+<~lk?&rQ|T-P<{ghtix_gcw7vjv2qc(zc;U{T)jSNLpC>8)-R8{Q9pxEmpRf>IYIHPW_u%ebTZv%j0~zEB~AXac6&>6>iGzW}`I7^;{4M zkw|gmBlC;)w`aS8!B4L29#=nTQve|aTY4=SxP#fW2q>Ab3KFGx9g81d3AfZ)-Ss8G zrO0!+jdFNqj3mCc7@~Y#X`wuQK)z zM2_uPR$;dCSg|DEMym(e%{(`j{|urSM|%B0d*jm87oA0SHBy}>q_^^k?#@F4 zVx@Bx-^kBg9nbW3E0MV^_cBcoYG;&u!079{;ilGk1-9smp>}n(PhoT+T!+siqiQc+ zq@xeqp&V+u!CFqiLcig!O1&exwT53SPmTNlZ(zL0VKr@GqCOf9h*hgfLty2?zM zG%W>Fmpq=MtJfi{zf&|qzx=v1Ze*ont>aiT-o%W&aX_a!@||F}A2YLfG6|)`W(>K+ za&iA6)_BIFH=eQFV_lVd#XMr}$Bhh+$)1Ph7{;OF8|4wr-z=aj{^#@j`Gye&>8bv; z6r5L=Vg0dU zMRqZqPoQs|8?N?GZB3%il2SnI6lf)wB8{r z>NcB47-d2$?`P-USW$zvEWc3q8%mU?Duo>@Z?kzuHGijOdK2`Xm@8-LP`>B4w)|gP z;;D^YK~kE--6H%59!hZk+-^x%^~sZhG~t()p@z1;1qF zO*Ne=SYXe!A3bu{l0@q|i~RkZ!duv|;ZRsn4p{d^O`cO2GG6hL?8X9FMYk>N8%+~l zx6PR6K|y9+n^;_H!#FnAUR3=w*HG|}-?F$LD?e{Y?plM-&yWFxKON8T)7&fP4vc&y4gR@YUmmX7X}O4qO{ao7naOc$gGS(cc)?L6o#5ZZpV*zzS&_rb@} z&-jF`)D$aCWq)yG?FdMBB@=UkW-~Izs!z69ht|w$TEgIj+)6l6z z9uNBYD*4P_K-8K*XI&&aT7^FnX*eyc{gy_la%FyY)jaZ5e;ngmOx?ru)j6T5nQh## zUeIosKAntpiKG>DkXe}>wBr2D3)ZiWzP@vOZd_{Uc<3kWIhsqq)SdCXRU{eMim;fU zi}#yyog-%xHe~%~N=)Mlny>y49#*g}&p(OH`Q@ssyZ)=|q-{0klgA)7w*{jlhx8r1 zvHhEuOJ^ae${I!0UsZfZf7e|L&h_Y|iw9DLuqdQ8R5&jpp=D@dV&d3JY3U7d5SrLm2?0N1@ek+{4>J`KxHJu+GW8$(RWa^$3V0HtC7&auwaO{a>`cZFM($t-QmJ~%q-yjsqg$uz&Z+TgPoAb?>8p0t>aK80S2V-a%1}*8i89nX zSOypJo=nBpCgFOR1m3UWJU|HrCUfr5^oe=f7D=a%}zv7L)E&H6?=4~i(IDz`CYs-kJy`QL?C zrFxdp^`T|P0p4|rk?Q@vIFpj(&z>DP{pPhZ?1@H94_{~W-J#T3c|)bTd2%mb92uTd zop4~uR{ePE-fK!mxpal2rzshPU6z7jAnPbpKb>yIWNR>AGj0uU3}c2`$jJHOdTE%F zo0<%j*XK(5==~(?*(wfx9X^*XsDN#KzYzB^EBUADrN8Ecyk!+L&zrco&&Kb(%UWL& zeM%EpSUSR)(V3ddKkqpwp`5Xbm|M2QGAUC#0Ttr5YDqVX3HsWU-x-yupWFM~tE@DB zRg%HUIBrQ3^ySW73A>Sbc>-T(_?k_Od9#V6UK*CDyS;@b3Kt>cm$52e?$*G?7$-LN z!>fKMI0W`-VoWiz@gYY%9p}>X-v8xi<*1x!P3kKsSnw$y%oY!(E+Gr)#XxXhtT!(U z8tVd}@ts)dWr=B*lz`p%qYp6J!%NuEu$+-wNT%kUeyW47cE0UExYujOx3{^joiWp_ zEBdun&+y?Mb?3mBVQcB%KB=L_qeOldPEs>>;*fVHi1Wrl^H4hafWfd%;&bP8iy;_X zNg>4wgcwD4URrLYWDxXBG8Hiza||3_&9xI^%wW&$NDiaY6p%iXy{RRX!+!0mG1$LU zhui?*X9vZP>{>gqvys=$f85_*8z$PVjfGY}s(t2zRsH6j?;pI&N7`o|*H!D`Cnh1~ zv|bKPnV~pjFlH6DCF0|vbxaBl63lX*jwiN=YqxlhT2m+&4=QoqedEJwZ3~NSqB_u8 z5Em#o6O2s8u5#b-*SyZlt5o%Sk_`m|dl}f+q>mEOXm*!_!N0^#FIcZ=n>n(W8!=8< zwB@qn;wgI+rnh!mhx6=t21TkfLFv;;j!0q&Js6+dXkJyyRE}6%Tf_Q^T;t}JdFe6U zerd6C0GFp*JCYV>8S2jt)$~})AOXmak>smui^^U%4)FsVlbl+F%+rnpj1Sp!d_oD^9sc4E`*xp8o2C zbHvmXWI&Lr7d{S=iNEn661qM0^z__aVZk)s+<}xlnoxvIpl0Fh7uwe2M}>%VZ-0F7 ziTWIPtCf1Ew57TXF7qg+LvBiLs^k4gR#}{Wfqh|SSPJ^pg z8)>(XG|%C8n2ttqFfrXDCMHf1dww)E_SAW>bLNzaQ+JYn>9%4CT$hb^SdvcIrYopx zx*5-GmD*qrL%0Ul;0rj6wP9glEpQ)iN;|IQr`pJPd-De!8~xTrBJ;xe>vq2gv`qnF z>Qn?(iAF~d>9*f)!*H+4aOY?8@D@7lIcz5N`Ld}c9XHE6$6+!g=BZ(lZSAjM7vn_Z z72_i~7f}=Of)|{-pXg~D7vwNN6SO_I6~N*O*5+d;A+QajYjH#+E`@{}jk+&~D1D{l1{-&1F3`CFLtv`G*IpMrCQq_e#^!thd49ji4ZjLvd?02bux-OMIU90+QH$GyLZTn zZOK7^ikNKlO4sP9X#Kp$7|nb%>q0zLQ0bvglii&75hf37>P&O)+=FDiW={1+0IY1d z_t9ULQR4ah=EysHJt9O84-YfKfkOt9XJ}Wt_%W~jY1v0`u|3|fUktE`=H*ykGqpT=$L zba|fhIyA`~a&Tq1nh|q2yq;dpF|9P=0o@t#NA<+hH6-azMu^7G&p&v) zA+Oz}b~melpWb}Grw2y9$q(%q*GTd@yhEJ!=oBV53R=bb1q6hRj2M{oUgPr7`&eE=s5A>7ip^${EXiMwX{AQGzq2x4|AO>I_1dvUfctLKD%7uoDR{ z1!r6q-CF82{Q2o=TBv4b)9UOX7xbbIhHl7;+v{zfO@OwrYL(f|d9DZvd_hnK>?DV31;tEqy@AXMR~%cRQ}< zJ1q=ahvvKzdJhXeo%!;|-CgFGC7M=!MqPgb*~VlW*Lf+ioO@K{UeZ1MaI@I;Roqw0rH8==S94K9@-lK%ybz-rVec9TT>Sgv*M#Y^pW6zHfMXs$m>74r0IFEo}M>%o_Kw6`PR%uQYgQHq~Aa&}) zRH=OE_S=cBkcwah&vOZmahR~{O7!GnN(w{442-4c0<*UOP21M={>&C2AXpP+-vRS4 z+cy8@%NMMn`^E~dd!z3u3c4isl^6uFT>x|!4ZTl9CFSHI!Rtt^&h)pyH|yr@9RZmU1~z%L8A*zI&GrN zet?s4&^fi6NFXZ#CNw4{CJpCb!fVzYO;B;=G$qd!j2R}UMT?A@ngi}|vF^$4lEFXb zJXN)`)p>iWJv|c*DLryEO5^}OJ&~0wR#p^<`}z6#!y;3qe}8k?I6hvbp@Gj%(39VA ztTka5T5U zVFj%MX!i1%vZ-c|2v#KqdivY>`S~*UJvwEtOCm?M%yV2OGM;tEF1l{P58FIMicZ2FFwRGO_Zd7)d zV89G{K;?^03{0%IlId%2W#((%p1WXKDn{eEX$^GN_Qq^mr7T-Zw&`L`#rE&1G~acI zC|DJdriZ)NacU7lbi@j6HS7jM053;3`mCz8^z`)uGQdTws zplx-|@@a0JGy5w~u(QhEW(7NW0lK3%P4^VYiZ15mUC97kHzhqi&fjLMN;-1J={7y9$#(-rGSU;d-@3v^YsrVk@eR;#-Vj@A-2oe4 z51$T!&}e9qa`pZ#PQTTxU08rtnInMK^5|}o$O~Osp6t4YwhwJTM&tAenUPJx-pPi@IwR{dp4K!_L>kxOXC-*y!4i|7_{!GCP1x?EdKrotp|7a;AGQiDHtPi$ ze}Dhr1*hn2#bS!`t!JgSn#A`7d^77gEQ6%K{5t+0O)%ZLx1^C%DY0jKZ*x}6)zD#3 zi>-o-Zk}s%x)dUArOmOtnTopWANA{-?R80iUcGvC^!NC;cg$FEIJP7HY&pTOlu~YP z6%=7|l*qscwCB!-PR4_GKJhk9EDx1wN;EVnCWxu>4+?vog^3YYegYa^fk7M_ADOGr z)ajT!H+X0rrPlf+H^`%ocFD%_gn%KFc*FC!{gWoUz_x9hFh)~!eI#t5OGT$qbZ5Oy z4{x@)Hh*`;yv@3tQAj}UU=#QmW({oMaaJ_H^6?`TM*s4_>S~;Df3yANDv+n#AGhcY z(#&i<`R?r!Fcs4FNz5N;L?3iHTaW91yE3RER&|?d=oA~qSuudT0%dzA{ue@#cpua* zAo%3U0blu%BMq2a#w4w4Nz>EjelIUqI5rEfV(FpzBg;~8LxV(tg^8+rqvPy=)=xfY zc2^{4qL`zp1}TDcB_tZV*Tq8EN0>+ayu3wU`X>0wEKCZ`dpb0y7~Za{p|k9zCL2QN znV#grZqF#*H}XHOu**wHadSv#tuWV}PEpBLH*`sex(8#TQjJ<-xm{Pxfua+iS-|&| z#1V?y%eXw?j6$;ymRRW|x|{bFW_P7JdcNcSEbUZ7CAb{Wo77jTUYB^$vJ%v`wqdDcCJ08fOhgA5k z$fyM@j;nezpRgXH?^H;W0kyFF&{1^E6*|NkGz4EtrM&RxV?X)mu77%Z2nUp4NSnw; zv&;v6x3xJs=H(?Pp#@|QjU{4W0c><49b6MCF?UrdlfE%|?Y**v)M(L~$;&tVLq=<} zqb`4zn1I0BO%+<56&_nxQqf|BknhIC@3O$04H&c%xtz0a4UY%rxy@iv`A+kC6F)w_ zD>UtzOqrSzND#0O72RID?Xk19x|<^Jy(@&3>GDaO0DnN^+y~PZc3OBV5sTi!fBzMg zTx||$P8>$bYkJ-_Zn7&=8a%%tt|`KBf0hOT!9m){*}-a^$?q8oLwHk64#%-GRF|jz z4nfbZ5^18}lN7Z50A_wu@F>r}{I@yag075e)= zG-{1EVg0JqUuK_b+Vug|H6rLZ!=p3R4>nJFrh3PN@Z`y`|D3`TuTPB~3M75@SFYN> zJhHf6G97~eH+x}?O@I%Mgjp^e!g6vKR|uI#k^?wHX@p%~QlE|Vy?9IN@S#NCe=}RZ zs<3K^YsCR6jF8om($d$^;HlUf8yis(qkq0X!C{glA6z7>(gz9OGt^D`nEju7-&4&I zZg#}?f+~0d^~)KYQr!gmqFeI*FC2DM6@fuP>yw$e1~9w|+M7p=6~BLf*`zb=^(krr zMFGc|X>|F101s=6LgPY>liZclU{7_sy*+pC95Fe$aaH#Kj)H%&2!DOQ73 zHmm)P(yGxru?71l`hJe?It;R6gwQGg;_v9Dd5EB;0V;(lOVNG2HwOz%!kVM6)+#3M zhWq(#@X&q_{TUcSKyaDFx1RL~S89K`BRWDw+vIm>5Ur>-CC}q0HOnRDJ#;V&i+ihi z&~wLKQbHowpY=aMEbx2|BX&UVzuN(c9eZY$#aD4~gx;a5fFzcu1c~wujD5dlNye3Z zqYn9L)%(Q2*RLZWZzXlTpruj*BfFgck#K(U#q}zu!uk!_k$I{Jd^AQ567uKY4iYWD z&7BW$=!Woi&*cBL4}*!&LDYgwAt51*19Bye4GsT(zW%15?~~62Bp}vLWbNm3VypcX zzWL$=TAJ8Hkm?L@^`m*;EGh=P3}}{8_UA<`NE5dLXr4>)NiyW3Y9?aIMUMcG3;vc2nYl`*P*_$mgvzE=I% zk2(n;F4|ce4yvN~J3Brwbm}|x-wVx-(7}6G@h*q6``>xO2+h5FdEx&hq58MSjWE7@ zSKmLtj(=&dKCS%Ed24N_%d}6!!_UXuuueu!NxWP-kJW%CXXVmEm_5fjUj)f&Cf^ zSVju=>#08);n&5SUsLiLfWJwlY=gA;gqFvE^O$6|_hIX?QieA|H0Ode zuryIGYtQ}ocvukJ+`lEB;&A2!~O}evU zmLT4ZzxRQn=zpJMEJwjoy8nVC8Hz+58am}gEtrmQ1OP=tUM2*l-3Dt3P-&Rgg436Y zMzRum;70>VZynh4yO)`^r0<#Kz)iCn8KOL27^r$APtKDlC1~(4VDj7`t__WjR&A}W z5contMzi*_C4qkE6f^sn>ZS8@u}1(!cuIGJ`i!6d6Db3y=o<;1tYm38Ug- z9R?9FouppAc@?TzRmhBqNYE6HpjsxCEVC7&;St2}v4fN6iP{7J#f%dP%OKv)H4wdn zJcPNAPttD#GQmiPRU5~*R$B%Io^NzOG18+MIUVZ=TUIUQBGhQPf&&lrNenySH0Ho& zPqQ(wp*4!lS#&(Nir4|bDRaQbj`3+3Wh;bxdmrY9faoN9TSLPYutHS5W%gz!kbv{Q z+Qm-&xwx?`0P#Ebid$-wh(prB)f2<%_wq!Pw+}DFN0VnL*+a{7dB^!%Q9G z@j;1=;<}|Kf%qqVuf8nH)lh#tzl*22Omd2lc$U}XFulz!$$E;R13OT zdi0xl#zQu_-X(L+qOd^E533EI-*MxL)H)Wj4E!=5NOo^lJ?MBCBoWq0DX}5KA^Wkj zckp`SD6X%ijPeaL&j*%l7oM;tURF|PMc(N>8-ld*kMuqFF0pZc9qEP7?y0t@Mn}zwAt4u`~{U zsgiX2N!HmErxpa<$rA?Yh!We~*x@|$Rsn^p+7Hu-9&=cgN7}$V<-3)( zhDXv;y17P?wCQ!fD1pYJ5mj{`bJfDSc!qIzB@FfxHuk5&EEgNSMr?fV&3Ik8oeqNSN;oa>`>la_Hzvr}%V|sZF%Oco4eRacRaO}KEuittGP=PLgC{%;! z!5MA?wp|bSCfVQr$*4!RaFet?Zc`Sei<+5LRSsN>mAleA)?3ib@J{N`6zyO;pS0}C6t-s&E&Wy63r}~o*i1iIT<~+ z&EqEOXyE9VL1j@TFHrP!b8{uvsQ*i(Jp;Q?^WhozJs$mUXZt$}_378~=(ZiL-`q?dmwfPetET&e@3&a>(k2{oAu5P=@_GLKvwo>Yu#gSyM$o1{4 zmKK!>dTK;an>oZyDYVM8o^DcV`Q0U>ROU0m-{X8}`)KwQ?kG-bRwJ{ysMl?MB6cG;v9A+CG&Hk4`PDKT-?njn zvLsE}7xZ=A>)0?^;TlIQ`)O2!i$A%DpP?r4?R+pUQdqr~D4Su!!$IGMXD%0wh>W$& zF?Q#vZm>3{YGm&o29LDzCnyw?>Wg2~bDeF%-#mVDbu7KC2R&s_cxc)oST#jQa>tF43&?b)~V7+8iqW zuAa)IygJm?x*W?Gf)$;dil?=5E#W1%?c!EXM z3vVK(V6zxAb=r-U%05X5!$+>Tt0&rNoUSF2&!CTsnhkE&?|GOmSwUEX;p){}>6?jH zIAQ*-Yq(PsUbSrJ!*AG`kGENBzdCW_jjUxJjRxaAIeecKnXGI`(m*WzX$?$7H0!re zX9npr(*o>*7<`EC>M~o@Ff7Nd3w!E^!!ga~C3kkZEXxhYzAkKphZE1fGmQG`yrM$W zyJC6CwPZTV{^WH@uuz?Hske8!nT~S>wvrcyeJEl>j~WUZOmJl~2yttgUe936cI9C! z5Wm{{cvE%@#ZRp6&U#vj&MXa9{j69Tc)rEej+9_8rZ zEOs53*q)M>7HbN+aTP=m02yTr8Ji1#NX;{wu2gAq+e#4C&<5>eIA^nNakJ~7Y*JC( z+e3StgDFsqqXJj2ew5i0A;LNL4h)X}X$!SIqmUu=93ELT=_qyZG}H{*T49Y*j59N5$ZaF5(nb#!Swtqs6}eWjU_lH zewUIs>li3~P^z!P6+5(2I*!cxzWkH-Mz8hkw(^@}XK#T|_=h6nt6mWKy$xx|arcOyb-z2} z;z*r{-mL|MBG&fYvUi?AjRAcLRUId_5`ib?w=D4%ua~^(EHt!a5YTr{%#gqS#9J>6 z``l2 z8o=_?wLYo&N1h2whcK?SHtF7Pfb@%<0*ITmv_%~fGfDu*uVCbiC1~~~EH?>X7*Jx1 zEi^LJ3euVrg*6|yjpIfG{~cva3pqc#-QYE&<|~!xI9@a5 zA!SbZFy!)TKObtLN=HXG0$gGgAPMS_vd{xoeGScf8K_Qfn~?^rJt7%#9CR-MazN_q z>kCokn*f@U|yz<0J=)icm zCCT5?8@01CWYLg%oF{R!$vS&tFY!R`sNeaYhhrM4cHX_bxc+~1TQB;y|6pyO$bePY z7HzL3FmJvDe8Mx*y$}kLLmm}}Gy^KhsOjnEn?y(QDqp_5?3bgcRzpwsd`5Lwunu4J zO^r=?f2hZ}*UNg2&l+tfeoT#Yh1~9Wh`RUeM#ASV#`rz&44{GX*AO0(a3I&Eveko3 z3^`D4v%Rb?wB5__Hwb+3{S&F(JR08Yk?a3WP~iWUfBiHI3ZxU@7wj@hbn*@S;=#@> z0EO|}Tn6`1-uuk{qxi%G7S*ukQ6<))&*E;*DiBK}IpR-Fl^-YC>x~F2x2B@18V%EE z?iB+aary#Zv#kaQz(7dCWkkKzD+iLyOEBa!@_Uxrwf5U$1o!th`VSdEOk2V$M9LiBC47pyKOCn z%mXe(rd=|s;7hB?%PN%<M0F71N)K=}RKhNbAC$9M z5s}d__$_hAP%f+9u)u-Rp@J$JSNztt#dJ=|6%2S-EJmE`ni5Dj@i9Ko4qWpNVJ2&>W7 zh@=TvON$yjK=x8#u9>(h=APXFrOVpK$ziJNmhlv}Aor3TPmGN7Yv`P+-=?6ydS(72PYi@qi_<$3=}CN3Q&mOk{mHuP z0GG1rc&w+Mq7|w55~M`?&ZigVsrhFpmN*H~0Cy<(s~BP|wmg~oDBvAFEM#ww4!W-< z5H@iEG`{#3^%-9^5ztVg0Kdjn?`-8}!#l& zK&7cX&Ihuv>!ja%%f6gwQo42P*(nO{FNg63#%+9PI5h~79lV0?8v~GntveS~Qn&hw z#_z5UQ-^1Mets-2Sfh5cqhsSVQJaQf*5@M9X>tr~9xjB?;dh{XrC}Fybgb8=PVg*d z(kZ(b^T9bgRD3S^PnTGNJeKT>m|&GdGYDiUCFPIc?RRr>g_|OB;*z@b?y!BW#B?S0 zuNOW3mV7gg9B+~Xepk1*VkCXajCQUAC>~#amM68RuQ$M8J$mR8_`#$ynZzaX3lw|H zE?4-h_o~+=Ghg621-iSOiIT*m0VAbRn1&WHdG*ca-~NfOE8kGM^Tb`YCVOJ(?3dkF zP?vk3YbfPvSAMckb|o>R#tY6=V&mj4e;_e;Dfs=&?1`09`i9i(KxK=5Cm$!GKXik` zpSFtP#5CR;9vYG>BT8^mbPYADw#9qSP!~?=cSUkiE}6x}CO;0K_{Sz2?ZUyJ&cqCt zZhy1PV~)BYRcl!WnoZ{MG#<2p&fOm^OCnu6l{tNhXj==|5k!7!B#HUNv~(u$kE6h( zUs40RClkYcH%%_V^g|7;%lKOo%gjq9M@M=GH8*n2%pz*O=HQK%9K4zK+KIw>uU^klYBq*0tSh?ukWLqj)ekHf**Zy~T?T=`=)^*RFRnLV6`XC87oARYO z#T?(rSbM*IF)c`jEyWBU9{T?Md#pQ%66%-OFsw6m0pw#jabaQltUV{q2;WtHvOg%> z&m>w|jYQd#S4~TEyQT;1xF13fHb1#a=8@)Eu=bIFYd3ivI5hI?BJYZoie={5o2Y6avw6pTs**)g{$becPZwWxt_PcCzF_Te^8Qc z1u@;kV6|t4$HOR18$Z+zB4yn&4Vs4_v7rc~ZFXxj`SJT4(g_#PfytlH8iOa!`?i$E z7n&{nSQ5hoD8Dnyq!1QshYWyZfauxtTHAadq02=861zI%yD-B&A*mVBH)vyX=SAJ2x? zSa<^KQ#@pMgMqb%CFGYbFcLOV<@*#AaB%WB>-U1!O@y(3bn+LpL>KpwzT@EZ09iO6r1^G$@VkXYxWS6&|GRU z{VLrju-t4x`QF#}E`o>|ps)w1_8jya`R>b!n%M4&N9Pu3a;`gXQNkbfo`gi@NBzCl z5vlSv*CxWSnsl|bK~_;AvX6G7c(2pmcB)85hR9yv1O{|Ygpanwp~11SN=iyH_d5)K zeZ2q@+s1rDv;iFP(3lt&LPA0tMBfJe0T=`XdbxrQ5ZtcMN|QCt_7yjbTUMspD2De8;9Jue_v#%;<7eEli~`mkn1 zq$&YYOK5tnqQ%Q)=U4z#X7TY#6s(jrmm5qM7udbkmdWz^a?K3uH$|Ik0sK;)NZ(~ISs&d=6!FlqqZR7d-W#Yr3RCL>n9~EGVm*IP8FyUNmm}IBh=BeMQam%a^8*Y4#qM zaW8YBXsJB`iB}LXv^k_dK|9g`S~aMO?aI{|RE$BoSQM)9KM*84-Mx4cL{|ua;Ee=#X}n9EuT7>f(RtY3!H-!~Nw4rxugzrci{z=XQT)iVPwdOO>7nvl zx5t)2D@PcAYT|y$Q~4RdjNv-Z!653IZ-bMv?T6=muw+-u$ttwDwth$iO5ERaaBr^F z7e?ZHAB-C$)_r6XZZV&&6xCVNA5-=Vcol9N7IbWWpzxVi-5si=a2~@pP6e&K+_gzX zLOF7_w+O8XU`+WZ3;W6MjRkU&E%E%FnkAqO`qB3vK$Oh$!j{&qnoECp=w-t6*3OG` zW(v~X9*m;>RTc>@Moq_bDwAe~LzzxzDwC&IT^}nwsg74QH@eD zo0G%zduZn*gH&ack{kD#Pu)m`*e9}z^vTZLXU;<+W|9297&qJQwdc-Q(g)FFDQY-dcU@`P`?2MMPUUWhQLd_e?``%M`Bubf)3` zFr$ugv0?6@LtaCmb@%db-rUY1-@5Smw?M=AAmzXT=k31cWu2fpa?hYQ(NY_3^8-Ff zD!;OZhvuWJ0|H#OFMO;o(Do#3%&QQBQbMiWA_$Xl(05zp1R&bv7o75vl2=IzU;HQF zC`-Q1I||Qkx1@tdEk$+Yy&pc{rpEZ?Yvas2@w#&qW~^j#DROr4-!l>~8V5+Ep&577 zu4ph>X);%aX-KX~79V+X5D`#6I?1HDojKldc$E1B?%+-FVe0dy>4y{2+i*59%Adi3 zHsg~YWs7UhkM<*Ym3GRW8d~I+gX@u{JKG&W&Zfj$MKuOT3>ZqhV*V;tqpPFYLi(bW=ni`wT<_E2!Ne@MIDoO~` z#x$;2JGtY(j}^Xqc`J`VsO@$>LyN$>v`da2%DFaX31K}juT|*x_`A`T@d4M_2<2?` zb*DlCubT}vxM(x{b#1{Mn~aqQ%sKfz1FoJ`?O-5H9#*Egl^CHaik}3^43^$AGFN9K ziR27kjcUF=g_u*Kt%U@)GPe-;OJ$G#d@&KtvYTYHSXLOD5K`JOEZl=QNbj8HW*O*{ z>I34M!uB_s6E>Avn9k)b9BdF$sFOfMi-@M0DK986FcPdq6NE_$kKD6;JQo_7WsB3M z7#SEEkk&nj#CyQr^mE$OZs%0mKt%@TMtHPULLaY1l2mT;RFmq42;1pmiuL zc1_VLcfj!(5qNnT8kIBt&J9#|4~=W|W(<(32(k^08|z8Rz2p6&(L&3msqKPtBduU@ z(+Br**@#k~Maq=S-%1}O%X^n)AB%Wy7|p*FH~pd*x)@s$SrE2OgIHCscKy*iO^qSo zW~1Fc+^`eYs)jrxtp=;pg(DJKdqY?Q7>KfM5)%E6)SToB2O)Y4L4UH?BFIXawl-Fy zkiutJU?wDUjiG%4y@&uLp5G4qHYdQ(uZ9%zs8u+9tbl^(vR7;%XhE&{klczxiK-O>&-$uI+0;U6s zpvy=ujM}LYn)`HUH03i=Lxw20*4N!P=j)BOz%Oe0oS~i!8-D%iL}Q+2+oOq|#GV3U z^c%6~;8k5v?)A%(xfY69%B;Wjx=+{%hn=V0SrwmOHV;jF-BBRxh_&{$oBYo5DCii$ zPglzzaiBE)jyp;vjf^gA6m#Tr+UtBQu~NS_;5{w1`fg*9(c&X_o|>60i;SB&BdX9s zJZXR#S>T^0)ydf^{ujbE?A%X3<8|uZTBE;$F~^q-dW5}vIlL&gJkzg%$i%EF=6y04 zRMfSy#nug@w3uk!=EP?7skjYZW)OfX%kFL0_=|6O8*ra(TicK;F4U3hG{A1MJZOc- z4SvyILRtK-QCntIYGI5+^#y3s>)o_8ufSZUKSqB3j?T zsr1!Mci-Wkb#JFYC!b)MyRjSU>U7ZHQs3&LMEmVJWl>_NNf61K+#V7R1l)(Ud;O(SlzkAIfln1)TAX#2{$lPu_)Kc zch^cKmeykfUt;8@d_Tu-x;Kqq6rhK`LKp46FRJ9H7Z5po+;uBXhjI!K0%oz7Xh;7k zgNS{k;YtYrM9tEzh3(@K50(fmDzB2RjHYZwEa`K=k-^!xjyz72X1yyefqQ?MqO%}q zv%(`=Mx*+kLuxvys!rdV$5RkrV!$q~>^1h8BTcZ)eNTg9e%Cj#QkRgMo0TEh1HFdcyBcUWn0Hs&R_#w>LBSby2kJY( z=A~qhr{;#kG-g~VF3o(m(5cZ=2e)$aMVpY1>}!n(Il zOZpNxzJ>fs^F?($!U|HYrU^F{EuSFWm0~ny5;>_E7#qi#c`kEs$t|Nq(vW&22#go8 zX(UffFGN978oqI(uj`5osC% z_8m1fG4BT52Tx3^xJIy!M4S$pSCLfb(G}08RI&_-jqUl z)kUNu+f3QcZ%p+FB<5F0>?Tu^5vXLgYC{fa35`e9z%i9U9nZZ)ry;^?A!A@+QvlV= z2Q}b2*c`<7k3MVvTWq`*0SdaQLtBT}4H~<|Aql1>2nMj2da&(-8hU|>} z`zTUdvJMJHKC1s`IUDVkGwxsMRC8y&!2K*jx}uVmj#O#siprxM%4;%NzV}BQ%8}ZY zE3ZWh zKGec^KbjGjo+7iTX{g4@FDPI{>Sn`S<@qG<^53u8|6MPFZv@!bC57kKvrmL}TnL)} zOf3T4(#-*}QquS_oiqOcFvXsEQ5~l;CYarqxO=_1`M13Pe+Xi-dol=YZ&2MG7@c?8 z6d?PQ^Y?08Jl+VxY$^e}22EeENf3^;6cwF$`;P@95G^=37avd6lW!P+!0SN4=sc=~ zf+z$ONP&tlVluK(O#9~G&UOhqP&8zmnuxiN1Q-$xg^5rfT)&KzkH=Y60p-bps7S$( zASwYgL}Z>F8=cEtP#As5cC3}-i7T|x`3~s+85$v{j*kSX`z#&7;ft5$p*Z-+Niryp zQxBOk^~#9?wpAKxQIWDiBUjJEqxxT8U0uaM@!+*?l5g{`{D`=zCCOO8$=D83TL z&(F_;5NVBL{GnIr;lmC>j61#vvs*Yp>$&;BWpzetas!H!(>LKjFF>1t*d_-n1cG+n zggUA4M=7H3pfTw&m%lDQA5OABo(Wt($<GMr=}d3GZ$7!pX7nh|2}-H7NR&t!rPG#nK`U0RYuLxy6WXfp1J@&EiUp3RJL}2 zKLXO~*3)GuHzh&+e0EX>eSumWxHFlEisFVw`Bm2zUQ7eP!#LE(^ZK(N(VckLs{PgDl2$H6}ZfXA2qg&0m z5y*kX>0zMB7r?s3Np1f4q1stChS;ILw+4T+belIbKkrJ&SS*xEEz|pe+s7k!I+}@Y z3ys9DXCYMMVg3u^v7>(e{@hAaDw@_WOh|^QtEzubW*RkL@3#y44j`>^mg=RQjlmt6 zyE~8)G+PWTjm<$bir6jF@$8M_TP}E1&gXLF5!xG1K6&pTFs^}-QS3#bYOv1|Ha7V} z(1It8d;_W40(#nr>h~6sFEe>|g%Jbh90rzrbS1AEBJq}Od#YZvmTS4$g$va6urAVe zS<`|0#P=LYLUTc(5{9f_d(}3-`|@_aQ46K*7G$jThkFrlE+cq*{9TYtUZsBh8It?t zQQ-T5A(ZJOWn+ih&(&QO5HOp>K~_K^Fllx-igmrdKJfS!4%piI!#|XXmY{e>I#nuS z!5q3R1CgU&GX>@37uzf-(*Q-vzS&1{dWiSQssnfyq(pASk2&!&5Bn?>$7XnxJhpPc z?;zYO8pvB4dA@P$N+k02^9F_^&JYpZ^Rvt&YNfRw7rA2uaB(X(mGKtN~WEc8yKc#Y%cQL~^d{L~rM%&|M7fJOzr%q*72p|h{ zOOcFYU~RML~RF=Lvk<3^iaW=d(>kZAM=5lc~>V zZ?w)9_gSJBD~lbzSwB8LqZN^Bp&Bk1Z~AS%B}sHparK?~zR@EPZ7-&!Z2$eNc%^;o z$RT{Hg_5_~;Pj?ax0J@SaBs_W3yH#@Qsq=AG#M;RWI3Jvuq_uH-4Qu$cFofJN6%0_ zuCc>kNDK~s#7X(XEY;DY_fX~guwzJ}9mz-2Cpp=QcA`l2JgPF!-9+BT%4O#RK&CG^ zS3PK6(~1r#u9^io_~&}cx4A?>7TvmX8`2~j|^L5w=e6B2{b81wJRCFG-!fuSwNpwc7 zW*-u(w`7OCaw(B?hF%6TbujJERprT8?r&t@p3FYXCG}wAn>LQJVI!7ic+*0wkW!oZ zic&8Zb)C539)wTu^O(T7ce#%*s;5ekvdBX+_|!yRuP7K;>F|15Poa{i;;tY~;rTBl zMmF-N>tMMY6ec#I{aXyd7T6#5cGvP7h3Z23Rk z4uk~u(qvl$$tprK6@G#PZ0qLY3Dwv8Up>9aCfjJGjv)zr;i_}0i$^b?0cZf6BZUE{ z94&)W}(35p;%*#xirXQ04c`2!BAkgO7^XcDVmEjY!15I+d(6xa`ND>C}h*_wnbcwL8A* zr*lZInikop0b(o(JvkO+mR?ryjEg{tkLeLp0epW6S>@jE)ov{T)xv zk(|aCDT%9%BMD>G-Thc@?Wyw9sl&mLiSQ|nroM&bv5Xc5R1eaD7ASs=_Jr?kJ-XTy zQ}YzXpn#^z@zpZTy-J?*NpgQVf2A-Ezi|b_$6cl+$rOM1K6D5nB)Ggud;CvHQ^nlk zhyPO2^vDJGx@?PS0*gC^S~}s;5BV%v_)AdS9>i>-Bv9 zwv_ryalOsbEW^4Y7~|+w$k=C&G0Y=xP=cI>$+5HVz2YMx)`H0~@?Ow|+8C?_GG1d0 zHr`n3GNY48fK63h{_I zR@}UlE^P}(R*=fR)uU$)r9kg0HMJh#LyqYOf|3{(;Zh~Q%q|iRT%F6nXKA20xD}Wh zU&Y85${F2#7Tc!MpIcfVzG}qTR zeIfeB9M1BxmR5LCv*Gw#!&nJh^Uk=F3x*3*ffF~Wvek6};jkF}uJ}CiuHMC-xrEQ^ zc8B3P3B{+b9KIa2bS!Wi$Fr_3m9|{h1N+=p%)o$XGrp`(FPg*OXoUG2&N)zlT)KDh z>CMR&=4AN~7iFY<(4P6%0sk{Q+)?5B;ZHXT6fn17~%ae_|rqL9! zlDTIOA6`nk^Ot_VW~8wAH@8BLvR4oYo*qt;9iU|M#gSp~+e0^{HFO}^xK$2}=_eDYac^;93e zqb#bF`aW;E{d29;C;gsRHXSy63An`%ZYcsww33UL-9JwGjHS9sU&eVYg&vtB2wOUo z&NfMvwN)%Fu}Zp|ReTj+^p}!%qqm=}VQ!W=CYGumwlW-#x0GExQExa=%I}thyE}HS zW?OKU+w)K zt^-X-rVsSr;O~K@>ovstHExven(ZqOJQxj{rt?R;f**%w> z+J|=O76pwiI2fmEXLC&vcUd(4jMzwPe@T)=zi&!HHaR)dg!n%H!|Bm0aVcBrZ4i{wnKncOlC~(&n+H0EADFQ;5+l9p0eAP{`Jns;X_JTY;4*! z)1vD|QcKOP0S=mCGUdNTs2eRX``%$KvWO{1Qbvse-GhGJGyZ74)b7Ic z($YcBK=FO*k0S}M=Dv6{_wXH=o~UzO`yO`~p>oRuJjrwmx>sAtNIAXMS+<>0 zCWH2BJBlsmM3f!Kzg~5-EAp>@8vH0Uvq81}V)FcruMw%*PsnASQPxvQf8#Rze9;bW z_O_?`!x(G^ClBqkr5~=TQ|p@;>n<3KIq1^)#8h=h4?I12s`u>UEu6<+=%=_94NfL1 zdXInb}V4>SzF<%T$&D{SU>ez@)=3D z%EK{BV>}*H0hVh0@e%R770YK0ZFoNeK25?_Gv;~^3~$(e!hE6Iu~Z<{^_S4o{roY5 zbWKf|xyRd<v_ofOal_8H8sYKXyzi8|p5(zb!1cS=XY7UU zeQPg~Q$%0S@soKyyOwpioWWo<0NG&SsnAhSpK;3@4JZX;4HsUZeGHt{5$W0)wHp;y zxPZOXty$V!w5&#t{vzfRI#C|a1EoY%@9+y-hxRu{A1L1+K6)B)?qZK%yYGr}cFv=0y7gbbhz$;>Y4UK3DF8f*XL$QUAl&2ol$6lwlzY8l zz@g9(G?_-C4_141Pb+1K!un$UAPVT1y_M!bN#7%1k3pxS0F~ICknm2T3F_!&(OZ`n zu0@G8or-$@#CM8#q>%D?aI3TAK7tJCaiOT}>PI8p>?ya2+k~ynriaFb1q2Kh@owcs zyOmtD!j0T(Zw{ezBH{bYwleX(ec-c1($KbpXAZ+%=cIg*;=O73AY%W*AvFVzU8WX- z_m0^0YgIu_MCjmi2mrSW(zAeB$8O@DsOMkAI9OcnkXn&B>T_OMM@PqhrJtPV^=--H zTB?II+OjJ@p*%*y_ke*-+c{48+S>P)N;V(7xL|!di>uf~!mjJE@5(~zDS)_w$HL~k z%X#O@LiC&z899U;Y;;jhhI}1R6CoI_4kQr=k$~CbB#uD?wJdf)yUsCJ*+h%6SnZPw z-Py_ZC7Q`LM4OcA`O?0jOSf*NY%MmkN(e;H>fw+2i3Lsi`7rH-)hp_OLw5I1WaLM^ zp7zD7bLtV28h7Eu@RQ0latM852UWyr2KNe|7k)4kKrpd^1pk8vA7BwV%g^4-|FN@LgOYj1pX|CD3b&^=>Yjs+N z{{qy*uRz&({_L5Y*|vGV4kouE4Sn^?D&MEEU3PPF_1)@`VrIsSDNP?NXYKP*|~ zqo^4ZF~|uRTRh0?k>KSa0iOMlSytE7aa6zW`qTK~#B0{d6n~0r;RY*k>B& zE_iRg3+oQqju&lS?=e+67<|Me>VKwUKV5`9GeKj&SE{AO!?EYZes^YfF7m-48qsZ)d<pAs>>wXSS*8O$|p&o>@jzv@H#n=$f+A^wS`VEJ;#o~rcYB>F~;v;T-rAsKa1 zLi*qHYNZ}uo^S+8oyRAJg!z9it(<28TL1za*Wqdxxa}i@BK{WzscuFtt%}dX!!7uf zq~UTLWHg5oKwv;t2DJx_LI%KsIed?i2!qhu)7)`?^aqULT{g0th#!TDU*6h$FWCQ|pU!+HF^NAauEWp2Xi%Y~;gB4GJtFCm`Ny`q73sZlz!#si@*ka8I76 zrRG?*9+{a6{x8B-9$feaxGgs@!wAbFr<)Z|eit_wwzykYfLy|G=-!p-v>!(WLGB}f z_NEz=l{i~#)lcBxpH)U9@9L>WpsVge$0)qd;<4swxR|Loo%yj<)5y>Wdp-eDRw*jw z&_2Gk1m|=l$WTN%-X++|28QAsBLNb18Gv>T#c*klK&GXd$P+O77N*Et1`l#AH=?OJ z6n1Y|1^~rzVLRxm^FaUjVhD%*I#)+>+r_z;5mfL!KliZ9$;oL;)8t2R1AWUy>ZlV) ze9E9EA=P&pzF2nbb%hC08JXV9)DS~;0c0QfB?3%_*^R64MpOW(>TwcIlV%~{V^yqm zk0qpUxE_Hv%4zcwnSE4cckp)8t^W=RynZdLhy4BTkboC8$!asx1sfsBDBF6%( zb4zkM&;h4kbz5UHg*5>YnY*h8&-gv{g;NkyHH6tLBlW)(F;;=tD%83{<+(Smly|<& zYV$HMoMOvIiq$E@neS%50=gZ{tjDYMOLVOIeQSB6(B27JaZ+WuYX!M}88lW2`J!8K zpzE!9aZ%H@{ryE}l`?gE?U!L6hh&)&sCTTNIULgM0q21K&|VuqU$99>|9IVJ>*@>R zu2ge!#2v~wSw0g-^gcLwH$d1-oD>^F)`zIp*^F$OG7^*>G_t6HX{=0Eo)Iu93pe?L z3#50k-}Wm^rS7Ry#F;bsHsmDxi>KZmlJ!|)DnxWRfLt`>>x!tExIx%1Hc8LE#0VIt z?cB!qtO${vEk!)}#xu|}HboXxV6PyGpm!{e+Eu_Zr(~R zCp->=kVs6|&=4u9dg_G-59ruTAuOIOvS_-x7}XGWy7|QpNbojuwBrmizJMKpFaYxM z=@8wF?*s{n#j*!8*<~~X2fY?sv{+^DOt=Rz>dUKY;mkxZqo6yrtS=4tfeyJ1^t3qM*fKGCwtFqx6y;E;Hx7cT# zUO;LCh$ArloP14jy^kY24B17%D9v_`vhKG-fbCjZwWhS5TDKZG99Sa>{zEtn3JpXNYH-$kDdu*!+ywcz0c1o7&+03uLT441WEni z{UB&jlS1ws9orXRxNem-2Q0m3A@fw)eGZ zgzhP;WMQ)Nxg89y<}L^Km)iso=O=UUcCy3N(J=a~wyvpg{5jW?VYi!Jh-b9SA|QHA z4|ttNy=h;nI8v)A#U{&(ZK;l??Lo=LbXp32ejW@7dD-7rmWb+}7c4AruC}DK8v?z6 zgnw3oc&4AEryqL3Ft1!_udky^-kwa*%DTqetQQt1A?&ghniM%wvOcBOB}uYkj^v3R zdQSSqrw4|=sCQJPPaTl3(K1^->kxmt)4+#fUl`M3YM5gc-AnLvYbP6Iv}7!a_f8K< zUv#??41J{1TMd*#yRgsXBSNG+ag_sI!)a*1zN!EQD^>h$mJ0C=O=1@tPl^{d6ixut>ik6`pQ5xaB$_C6b5b0O3U0Nkc+QA5 z6ylGk=Cz#ILzJ3xP3RaBw~4ly)z7;X<1>Qwu7^g|%O9U=VJ8&=A9c9X@T~i()5OI} zb^+Q1?bOPS=jI-7j-^jLr){f449~@h5XBAm0j8~9@b=J7tw`s8W%??Wd`&#^e@@Sz z-d__j!#^IsUxzVN>c>>a4bg8tnMt~Yd=a~Dw_b136U~g4%lVGBJrzD#3JwM2bhiR%<^X`!} z6OmGmz@Zey2ZIb&tgO$?7apZot82M(Y~FU~p_q`=;woEpL(1MPTlqS$M2S;pQ_2d7YL94h4&5ng{`QDZ*Y3NZ z2xklT)BO@c9cMD}89F%?(27dgST9a8((Eq}qR)`3r-vX{c4aaR=RLH~S$h62<_4Mf zt6RPkU*4aSA?hxW!uZ(URxFWvT}=1yiMz|=D-5K?&|#c+K}$6@soE*2dSr4j=3{mB za1p_{yI`m&S5}<()s(yU##QXK4`2@FVKw)d`b|5vU)=1mmUu-aE&R8#<+bZN#rRhz zT3im^B)F_XQKMR6Yx`a!{`Cy(U#I&Z?o*?hnT8D2?8Yvk2*(D-EN9kWNX9f#cL3Ql zyA+7v0ecE;>UT-!Bz!9nwdxyNQ;We_pcg4>>cCh30_Nq7ruBkvZDw8zj9O}yt8fy< zCiOzm6&pl_MyWBx9d8CJ-LamyZC~ZoBsm=Y=p1o}p8D}{(m>oQ7oBT!-~rv&Y0y^`dIKA_a5;6qLW9qG?jtO@z&d+-F`3GV=>xiC!pXn@PJMe?^C zw#d`=YNAgV0 ze`lV(sKXJ4+s31EbYWP;Kp88|=V(V|I1(U!NQTv!(RKh!Ty&_$mat70N zSV))5Yz2%p7dIKs318HRm#6Z^s zE4H%W^?qvaoszvhuXL91b8)>pRVAu=bqxrFG~2dFesYi^|D&y7H<$iMn8LhK{-cX; zh(pcZrcM5v8^m9eln-2WB0F->bjtJoB=9A!YdaS@_L)GwY8l&y^#!SL24v z_y?XiB&*x&FUe0RO{h<>%Z>ht2xDX{v|TAiSh%Q6*XMN5Tj?|9z8KyQX?(w*y@VHh zbYSx5Ecl>n*RJanZz~Olp6&9I8rVPACOOGXLu7TYcYkdh2u-+*!5nz1d_i8zi8^u> zKV~`y=KR-3H+kKY_#1rf$7zs@yhpL8tiOjX^YQb?E$<9pU#{>^FDP(}bG%m`9H0Q| z*3>U_h(|XHV7KPXz3hgAw#CjA`mIv*O=~ykwKpjznYYfKrBQsOvjw@Pa_ze%07+kQ z@XT$L7Ugj$Jm+>GwcWZCVE)CRQ!79`5u7PWl`;(TjDNnX9eyoF_a=bQ?|gNCxNUNg ziLC~tBeBMxWia!5{`{kU%U=IN#$lCvQ#Ca;VOiS~y#DzZ87}PDwjuB@{Ey!s8*un< z{c~@`{J#bs0yKUGUsqepL^Z>>m+c9ukO--exu@u!@b}`zgl`J`z}58TIMDMfzzV#J zlT*~(-29;3VL$l=sQ6*_Dfu(W>i8cPr(A$`nu@EkY_tH(1^{~%O>X-pzmZ2msUG%> z2mbUbwe-xt?cAkHNI59!CHGZQ^7~Hpguo45kqW`SWQBW9-v9omR{QI;(?Wrj&p3F0 zP_F;XUsVMBMM4#rO|yom~D0hjIJQdc$D;FF26w4s>pfU~r!U611lC zsqK27=tJLkZqJj3V&LSz0{)6hipszZSi0-06&W@B&h@O~!EH?WWuA8t_kW%AlV_Fx zwq;@N7P>V%=odK!m`;S%O*_H$$difj<;61ltm+U>&XL3o(*Fq`EV=4?GZt>Mv~KTf ze?rxm|E6il84|J~V)#_SDF2XJON@#yKK51Hzkv6m-4Q7PN6A zpM}9|C3o#Bf)8PS&Epn9EUg7IOykOp8#j{S@gH)_g8Ovj4{o#qcBJcbm>1zu03C<@ zd2D8rA;?_+3)Vku{06uS!S#-hPLMuvqV@jZ-C1Ma@+^P($4RHAw7qOhiBe;0Ap4$_nC>6uLjP3VeqL&An%EdO*$MY3TyV2 zIp0;^YHVpsRp%-%j?fXH(h*J-du3w&s71D6l5v!p$+P;07q@u|?q#D><)yPpzQA#}IyxrIYrEqF|S= zTmeuw5ETNo=@Ie~CVsqv3%1kpEGbS*w)a*uP8b08p}@vOVK$HVwtl{?itI5z=cb*= z)~OL5oCY^(kUXeCf%4YYRy2VomUXW|kpvL+5ipWhP_SNWhH^&*fYNwO%Z~)#`<{j{ zy!DHTZ*VbAhcJ3}{ibcFIF~P43D(Z2;RRt!nhx<@;%=^92D64R6fF?}%f{P8)1bS`CJKZJYY+Xhl0RfI@cSlAfMkz^XAK-)`nh zT{v9tT+%ZXmWq-Yzk18My|VR3feLd3p@OxbFYuXu>o0X#gEeN3?9b`ENPWsY{l|9M z)ulX-T-=>c`}jsWLila9BMSmsWn};$WPje&e&0(@|E50M5oE9OH-=7dvhV83P>7PW zSiZ;1EhaYdCT#`h<@NJm9zVf3;RD9F2F`xK3%p?357T*EMq3i^El5g3;B_eE`eT|w zo1EtQ8BKL*ZCElESpa2mJg?eS4-Z@ek&zTo);s&u2rpPQ3pUzVR*A(=+2-)Pc{a>k zo0|eVR2|5$4a$WO?u)&v4&B}JxG{DiJu~udE7{}T9JboY!D^<%{_cGYe$!s+#7@zl zZX(i&1pBd|$9)m-8Ts`mRtbQMqu|WJZJGmEAmpfkSgb}%tP;8@f3t|wnzCEFi$}|V z_h(tKtn~;DM(hmJ#y_jHBN2|nXWo3qqFwBy%IXg9$#XO*a>8i{i5MS>mJEYK-$I5^1NGGm`Mgx;;k6m zrIzYU|03e{$17L2dFGhZciMKx&2nfwCzaryw35=ag|qmtWcOmiXQj0(IwOSxys_1u%S)>!>;ZrNc;h4a z5swRu@^g12$8*(@@4TpUl5H#4B(PfT6tNH2)L!Xme^ZS#vhx~$Q zxO7wYf~+|im1&NK3B-+-yZs0lGtU%l?&|7^=Cic$pNNd z;&&DP&PC9u)Glv|Z#eaNw~p~G>E5K^&;q?2D_dq34&vfUyj$;yh%)~(3;sdM-RnKt zeRt$LW;6CI)&_qsy)qldv3NEfE>AHET;Vbc3>g29zh8Z_<%qm}*?i^t?KQx^Zs4a7 zxgUtOJg5q}qE+jXls+?^5@vwSYpUC=6MC~}s3*gaf79nXwl}<4>SvR>ZTcMJ{WO}X z_y1y*?p-QmyL&J{ii*-9eB0t+HX0apwxYo1bS~jqq_d z7as1yZ0Pp1L1hM=4Cb#0OP>db#n2RguJO_G5-Ud(zmG1e$-KDFo$K}rIweb)xSu=Z z_{z=a)v`Y<53C3H-)=&!kP`T&Ex|}36HPhMH#Lm?HzXL>Z31PGR3D}KIpL;(uq%kl zK@}rETIs6bWJ6U;0=if6osj|RLfvdR@lgd%L!)yRzI2D)U_*!VSc_jPI5`s4nEL|8)SZZfgBUj{opcQZl@FmM9882x__faJi`zRK% zFt#pC(mZ9%gDU>gpC~(ep%f8(teIYA>&6RZgH7kwE)zo62DI~Gp>B!`BS8^!f^C$1 zL`|^C)!P?exozP0BYk`!5B^r4?^?bUoic;ul&fN`aBQkTdrplO>Kpv>xs$t<*6*Z0 zK-eVz>EmJkKS1qKIgbup;e#?>deBK*L!^NeprWG_iEhF$cuNrVB_YiEC?5Fdy6Ay} z2?*v1foN%O*og8y7>#eJ?nZzg)K5e#1mta(oM{l_g((SO^W;aA`T-zou!dB#jwC*K z0ZM+~h6$(&S*RN5^-m_QL2=l~AQ=rN26F6*s^`@;c8x%`@%JBASH#_+?>)T+RDt^D zA)pvwG8$LHkB#udJN9a!q3#Lq+f=5&n`QtWhCwtb3hJ%_Cg>%^AQyQgFa%-{Q{R9n zVD|gR&iwsjv9Jn}gkaN|c?_T>)}a(gnOzcj+rN%A(l%fLLViw;?S96Fg;phzOK2!5 zv_T~7FG00XzD|CbI@&%68sRf2|COOl1s4=0KsWNTn|kGdv1V9*71G+FfMtl)Ie}n8 z2;d~)*lU;GgNJJhTD7XCvk-rl4Ul;dBC~i2sP%`$Ob7|0EVd130cIMP=s*(}=8Rl| zy>}3;<+2`EsfCcISZE_ORwbE&vLiD`hn{U6j4={{_(qDa7YHDzer(|4tF? zL24Jgs!^{G-F}7%v+N=Vh3P;sB`XX%k?f0msXpaP)0g!N>|%=WkbsDrg0IjJxu~%n z6lZx~4%AuwSXIT=6&QTgaK=iO4lw(upL(za4pY}yV18RDh>k;oe&tb(tGGVoW6xq2 zG143A9fU@vRt80}yAs`BqC|{g`re28m1}CGE%Qr;tOq}!6^y7Em!Zf*_;Nm;&K=$m z=HFP*I&~%HWYvZ*kR(1j`KyI1bbnunGwB8H|<*0lZ8%0M{&9+%o(#?lS=(d87c6O#kk($ zqPw8A<3B6TL!u+~Zr`fDW&F)xJV)N?UiS}~FY$+4rbegm67~j(bLTv!Eu6jKyNX!+ zj}O5XzM~<7j4*Y+W5;SYe1^$2xzHI!L-f)nbOk>X&l?J6peQTrR|9h@>H@OvvbBP1 zC5gRDN3e_N`ovAUpe=nIzR2DUMbI0(jO&IYPzZ%n;8Gm&T2Becl-zy%){Ke5DY$t*CGites(pd#kU_ zC0094_P_HOpMlE|3L|TVX7Quzw;AW3XHeo`I>?b#TY?CY2SExDnDw?fo*|!Apx^5E z1v+~VrXXP!Wv!9HHnL#7H(vIrF8LxFrQ!pdcDu^QxCc!t-A}>;IMx$BHJJuv3v1@j zK8ii(=J1Gy(loKv&6{vuWd zxoJ2^i%2t=LA`LQT2H};urx;ln|ri6W`v(5f6F0w*ED3v!(g7Nn{(a0W1a2D(k=dG z)Yk9EAE z?=IWSw1prfs!Z8U5J5ve8{V7O6aAbDFJ(*4zictIFNek;CZ0jQ} zA_;v=zXJY#BUfZ%o~vgF6n#C6bJQsN)dWMOd3O^0_$DE7t5L0Ja7K${lUc0SWypSqG&G!(l_&Bun2 zA@2gcj4N*)%)jN!WKAc9D0^l?8CgAaf-;qtURQroSpeS9`QN!f0iiKXLPQrZ+alpm zNR$(GaMTee7N}2UwG0d!~`3}E0dPZ?8iX;WpnOB}0%qO&o& z{v=nLVt3Ke`0!J{?gZ9{k>Ru;(xj=v1Vmm7zrJ^r9!(gt&nFwn9x|K7$?mf!CP{b9 z>e(ch(*#NBvk;(5P!`=!*rB(>s5=)hufE7Rx7ETByG>SR1)ri>9HJ{NPc zJcMgW>v_Rk@luk>kK{x;$z%jM=We_P83@7tzB7|M74^AFZ-V1TF}M&U5=ES<2GTMX zB+Ay_^<`5-yX&FCf*0htVVN* z{Oi5s6;>d@Sc4|%vOcqQ&kE7@EH?%B7MiTY-jxDRHeV&_M?&?-EzPc`1|5A+=%7=4 z0Pzk{)R!hwY)ZJ)2N_ow-_uJCBH@M>#f}L}*Cu**B64N>w4&e=OfYri+tz{4>8*y# z>J~c^V3ReKvxQw<4ve)U4v!}aH30M~Rl1DW_z7+oydaN?u{9Yi*rQ>+Xue^9gCW?$ z5I$ISa|S^>U!WA);m9@>^Q`R6o3H6sP~w)T;-vI-U_c%epJHYC;?W)bMMB;=;&#Cy zA*UI#MfqQT7Fa~5%?quT9ftRuSPD^XHxtdwTkv#Z`E47Mwz!Zk+G5c7 z$PG)_t;9ORdv|(tx^Y$-Sp?fUl@JO78~gArK4M_0CEk3BiyrAInPW113!_b+rX#F< zoU^;i$#@i_*YH=3KK}0h$o_|`!?LSWwLCE^39Mdlp2qVHbR6bPjtULsf>JEax+BSZ z%yn%{dKarSDmBdvqfEgca8&kozu(dfe)W`hrGh_gu)yGBf*p)LJD{wtetOJqGa7RK z>*-oc>5aJkI~aemKia0MAe*nADsC^B#AC%Al*513@x2Qs4yTQ%+MVILw7Uh zhkoC=@#i^r-Fts)u~=(h-g#^9{p|hhXFjVc%iv&=W8S-W4@XW`QvKdNH1NH9_vas@ z1FxXHs}2Hw3A#$@xN10BxOx~no8MD1c6G9IbhWcKdFF2J>|*Wc@QR&_lU?BDGb>kD zCl^5u4*UQ4AMB3KmK==IWAA`bFq~xHx!k))LU8xjE{f1kW?=~jg1FtitW4=d{lufK5%c>lNi~h`BD2g441DmY;Ut&94RgWw2#3#MHoWW8 zqm_aLWt**@%~5*#r@%zmxw*NgFP#LR#`J!IUaxT=7Xr?EXzpJ5vVgih(`j;|y}g`( zF0aIhg&Gd0-+PXnJ%1r1DXG)$&8sYWVK(c%Re?-d%o6f|EWQvFB!7fU+1a1OdN8WM zu>{vp`L4u2hZfe;RVxig`~3Oy##k|)_wk0>UWX&}hIm*E)pjXwuVDD7xh4;CA$qw% zN0g_W!G|M5<)(>dm^EY#FHuVs_TuKVo6NawRgi>F)f|2fFNw_HccgacxUe8%hJ_ru zO&AmhF_*fJvgEC%tW-g7$$_yOE?K$~r|f_&WU@J{Y+A;2qeGS(daV(ioB%Vk2X@xU ztfW#?3??AFp6LQCH$41#1aSUpBn_s$xU>FOJ1m~a1*q8V&0fGn*$5{oHYt}$aEn2} z%}LYMZtKjpCoqqjSW#aA0RdTgd3BI5Tv(%6SxQ{|euKkY1UTT9OoqmfM}-#OP517~ zv{YMWd!Z*KB~|OZJYN?>kvUtbKD%JJSW7Vqo!F}ISh&5pI+(VtS_-4_-^VkEn}2aQ zP_L;`SWv*zwD9#S_w@qm28;}>bzBhr*4tZV)E#h?vGD$Ue@O``a5!ZNUP@3A?YcbK zQZqEH^akOOaZ8>!3EUiy<&JHR=(DF_(fIBMPM;;S>8Yxz1*WEwf@m52yjM-Og0R>h zH&{=g{iFe^qvR>o5sqT9==b_W;ULi;_>Z1@UhD*x%MkMBF zSd4}-;l=8TQX03^jh^9yQk{eed1`2N^^>_4x1JcWThe14Bfk?O(VJt9a=k{}!oosi zGt6gk(lqA#JIgGDRRG7-9`yEv!!7fWy8q|TZ`Q?GMTW1u#OmQ^3juozRl;G0?cSw^ zrW5)uQQk3qBPAbJek{#-EZ|Jk-2Lkdtt zBL8IZb|xOTG7s<5ZL(vRvGn1L&a;xX;swtYocb7pR`=4_fXQm(rlnAdYq4IOxNP4; za@6sd3er-~P)J~%PA2->&$L&Fm2f7oueu+49}RH<*hpg4#eVtQ=aR}whvRjo#It!H z6~83fsoZ&q;!Nj=%WdENu18y-d;MGVU`vx9U&uTUzLR{~O#wr>On>A+AefFF7e$x) zHiNbmzvdGTUyWB8iMd4=OystO6+*Pew(vD;r8HL@x!&G&R_OhN+E^dI+gpdyLc)EhZE&c%0%1tcCaoHw0L+agW_uadBM zyc98*>B}DziNYSPiJZ-@>_sueunw9vIxbW?(DR(q~@`lbD2rT*l=v_$5_ua*duG`6XUUd$;S1Lh(8uEBKQUi+1Q!SxIi3ht~4m4Vliltv-L(O)pUFY&@-cPQO%f-4-6n-clmh z`)nzUM=%-7x;ZD=UnIBBN7A2f&C;-&KI&RumZ9L3I%Os4EM32IKKri~7<}VZ+a1p72Y3$K%mV^Z_U~#fqAsx$jx;<_Y+e;x@gpkpU|lDK>Kl4+ z*r69Y$}eH~p%>NatGC@w821*ux7bcv6gXK?JENk6=BUFo+F`MMmx{_7(_YBFoKOmI zmy%NecUqt#b_1U&R-tjr5DV~+JWI&P*rF0}E|?yMF@d*lHjBa6XB9d%-9FtIOeI&+ zG1NPQ!^3#f<7>`d!@&J>LzSrIw;A~!giLI@LarL@rk30HyRmMrl4nK>6}IdHfDI|T zQWo0b*=zGUYC|9p$PNgEWe@Pq8zR3`P2o4d#(*oC2>cn|4rKibnN}xld6D|-Kkm`d%DKVOv=4M{)O^W zA(L;9-FEM#H&4Tus5 zvdUX!d$aj5hlVM3L|DLXgiOlE{zrrShG9Lqy9vXgzz0mAj#$Ms++gdU z-7|rWZbVt?_FaC3wp6Wwv<(W!p)1isP_)Ag*Yg3i13 z!vPmwn66XiDHmc`Yg?f>6v!JzzT;ZL=n37S+VWP<0~1t@^*YafJ0n=gx%_Z}e&@rg zWn}>B7I_PdIqd^ilPPt9{=s{vfE(pUi4wEv!WX>~d*S1NztH=%g^%y%`Uf;HUxd87 z3gL%8bkh*o?|g8J1?j{J?0h5D+En86fsO<(>c*L!#C=-Ip#-ZZM)XpaP3+(sp@d=i z=X%=-@2k_DvTiJlsC1k0@^>~1KpZzpXpF;3-5e_}+oA8Y?!)1q%^CMvjgx5`q&1Ew zmW1Pw-RDSNeXfl)fQ)~pG#=+NnmM9|rMAk5!d+{G-c+=p4hJ~S_)^ePrb8^|A~g?& zg!ay9#0Zwgmh^pg>TUFzpNYmVB?J@d=FqM`OVm&nkeWjQA-|saWAaB{_;5^H?`odz zc-&c(w10HnL|#r#r%wSTyRXd`w1q>mXM0yIxsDn=#pC|-R(opA9GZR4Xsg?ZzYg`% z1n6_*#Exk1COmKgW3ET7mc=x)u-C?dJ=Pa3W zY$R8r9e^TDEvWhlL#*l3cm;N~0kF?*b9mdh^X%b5aZmfiYV8Zn5}&J`#;b|ux|bGG5wST5gz-jGDejH(fr|7sLLwvPPe3 z<{f0t6(lkAH2$<@-IJ0o^iw>&Lm`Hm?D^4F6_l@O9>9k4@1cY{nQ|PJp`p6G(xIKQ z!w^;F*Gp(8ZevACgVV+391@>`u^%PUM!3P8xHoG@wd!0LdQzh4$uJ9Wb`ojRfN@W=;Ct&rmNfEjQS{sqW8zrZ_ee%+1E|TdgHpG9nQyz+8?IXJFoQ< z@6hRk`JLG%PP*g4J8JpTA=hN_xh*8fwQ} zStB0WUicHTAI$6RyPQH~$csID`wc^SL)!~VQGKuk?agoTlbW$; zJz1k-Rlkn9TtwKFBK(%3JWJzw-cYy*0GUg^pKedB;MEiu+e!_$O#F>IcOp(Rm5Ab6iex+{MU7o@w(c?~q**C*(2 z@DM|IB-4p($;;$1+Ef~Tbu-yt{h)5mg(^M@ zcjVg)YmV=y!6>8ev$2*kSLoY%PUIDckaiY!#@6leyU2_^3s5lZaq^$%c{8JAx)c9`7$CBOKo)caEV}U971gn#JNT?`D#${TG-);!zNO-s))}P%@)U38z z<>+O@08hsg6IhM?pmFd%OpcATO~X(PCGHQ2yXG~#jc1p5zsd-rBT%-krH2{qgj^RI z?mDuk!Q|PWFa*a89Elp(NWU<7=wGa?MT^8l)ed< z5|cr~nBkr^%+`}$)RCOfMpjz`W_fkcOH&1T!O#ZpW~#7J7F{9F5UHh|b`r8r9t)*( z`N_rdG+tgjtxK6@b+s(GRhI}Hta?bsN~GrOt81=VLhG^QT`@DZUO;R`4eLw}-;gyO z{+nS;O+c(WE`DbK9&DeZ_u}FLr;_CLF|8BD&O+2lvz67P0V;GQ5dR%YWyj4?(mbsPZAPHLrqQ9ob=Lwu_`q}v0NH&IbMXdhkUPI{$ zJ~VwUSiIj<$0n~NTVw6)d`h2UN*T%sG~QgE^Z*c}ICKPF(J%=O5Sxz2evpJ^SE~8T zyUo-}m4< z+jOy}St$8)ofOT7*0c%1@&uT$EAb$eopmj&v{io$&BFWg!Q>s3n-eW;R_oQJ2pvgD zD*V408oPzX&(z#oHX>{x_id}ghH0Y&^YhHpl<7{38aFn>wnc9x=p% za(hgh`D5w(Z|IhiCIPhTyZ`C)pQW_PZJIS5P$__)OPnDjx6*7`FAp?4>p~itn4A zzFuXou8LRWq(u}eB)?QMZo~G#LMW8hSGoDn1%5r12~myO0Q}=$i=EtQT&VQ#N|~pJ z-t0Ky&4g=1$Q)WW83P`E)~_DS6wtWQBj*jfw5`=F>+{QVFv7Rj!vKjt#B$cJ>bSJ| z)SGYcWuO}T5Q~_{dpqoE%hw>RwR0@A6fKm@NT3R+DUz_<{k%urT{~a%!3q+Ql7+pL(!vpi`_%N5=iTK$M{ZErjS6`p*}_W z%b@U*SMPx;0XzgIwSI?)Pa>g;ZX6PJW?B^hNV=SeTar~brtPsd+lb-gQKZXF;wevx ztQg>c3R~IOVk8v=Ht3JYg}|fu=Sk}-G!3mu8b@s{c4wP!JLE>gWQv*`>`uY8LxKu7 zQbzY5V0^{zn36Dc6C7)N&K%kRCyAU~d#*}Ho8!K8aJ~{#c4JHXCHVP-p-)ANY@DH31ualw zfUjl31XA8TelT2wuQT9=;xVUVZykVI`>=V_Y2?;!rf_Y1vUqMP<3$iNo z74dI^sJujLEe36>!4Z7sE!Wt6K2lh?t2cBpen0}lFPP=4AlF1!FwM%uv|hbcTvPs%46LX+)&P5svI}3<7~L*YrCgmZ{tH2TFe`s^1f!bIT?v-PpZ>o zRh1i@a!6Ll>zO>oyLLn0Gf1A1q~ya^z*3USh={vx6UZzte~D83aQKS#ruTjsXw8qk zhil9K2YP&N+u=KoTC08<0^MmVVYrhZh9pJ)pcRwYFabF%w!MW&TbHyD=Mgqy?*%1b zFZo$Q7mmiJgLn2K$VbWa9J#D4xJlo3GOlN1!A}Nx7QmaFq0cNkLffUVi2a^G6}JC4 z>Nq#fUlw{X=m`Jbs%dHU&u2cm4E@zUK{rd*gji|z#Z__5ZgdQZ)enWv;_OAM3#jv6 zF?feW9JEE@=p6>T8S@u3Gv|cJ=cP@tepX2@aZW0%!}aM0vqkjg?z7UFg$GNMM=O}l zym9`((tB4>QZta0J7<(|H}fG&C(z+_UjEF4ZhzJJ0I$S_mPn9b6?T-8AzVZW#kP!J zpO{qi2&21->%ZUZnLHvP&gj)%nEob6%>Mifu`}h1Q68OWId*1-dvO{1Z~71Vz8CVa zC6AQnzSv!BQ+WNXJ)%IMX?E3*XQLA>5Ej*xZ@i zp8!-DUY8HQ>(<5yV7N{IOEf>5@NXzMOB^Q^jBOL6FCeP0<}pkW4!{tpf2Qv5PmT$$ zd!q@dS}kgauB|I!-Cy-79T8Ah%36E%CLKJWD&|E4yV4&j)B-U^m6EXQPriSck*SR_ zv^qPK!LM>MA7`2}{L+g<>hh?lbXW~20D4ul_cD~n_Qnred)Za6FhBKz%37729NAds zAG|qScz~hO0hj^0SaC=jF?XFZg%)d<`kbheTThYdO?LNzZX>_*Zk>yqBs}e|TptdX zYRA@&kCbYD7ME*E;N2Gztr^*ObEwe4!oQ2Z z-=o8jS-r0o^jILw`NNBaf$G}d#|ze9w)I%Nv%P+k@!F>Nav-RkX<6PzYO3@-oQ-qu zrSez=GD;1SEa$fzRr#8*zO82@vu+C>ZXzde4M?|~cUPZF+*z)szAPzom8B`YWbD35 z#+q_NQa`rWUf)%9J&|RuY!hR<2mN_mtOR>@VQ$?lIr-^}+FolSec)`VSyCTob}3O8 z=aO+2;>BcYqy?(Xb9}8p^KpLZylbA^_rw1;-CK+81XU^jhPsvHl{8U5!MmyoD0hk! zW7se>yu$w#_oM%gWy`}|28v+E+R>bzdB0=(1uN3pG%G?P(UjHMnD++9u`zaS zR`p>52`)^auR#5e>JK%Shx^7tXDmH%z)35wDBd`en=A-BCQ;OHS}}hqHZCsL8zKkg zEQRD1#knx7Z}+oSX-Z%Ken{xf4*^pzF2INK)Td%MZ@v?tu1f|s~lo2z0zx#8U84kouK`fAggu!UD`*jZRF>sM}vv~3%~0RcUY1YKXqDgQ2!H~ zQ3+OPd~Dx1H$EOFMHQ^*`fQJ;f~-xE@yVpCu)dkQEH0HTbty63bEN#FQ|A9cJKiO` zf1m$9ah88)^uJ4rM&#JfG?Y^OOT?;af8T!*wCQqNm85ee{GCrO?iB{wU>FY)ok z906Y;Ncg`^w*Ege@&DN0|1ap`|J49;LrytT@vY@x}cAU2)z}WsjCF4&jPT)O_ubjg zFEonY1I6FT7B^Ol!SoQ|K&jlXW@q*9inVwA@a5@FB-tyAXD?pJg}hS{y`UGS9>({g z{*N=ydKXsi>)fpGd4kY3=F2z$3WBsEA_iW7ii#K+@Gt_B0tZd2QY!O6tGnJ5giJk-{?jwM` ziU|%zqYSt{czc%RG4D09>6*ëGO@ISBN2yIVs6a_z|3Miykd4L-f^_UX-`{kSF z91tsVK}B!0%7{LE_+Yb<9jy7^$HKpd&H>eQ6+a~fg)$E#fbjb?j`7{1wsb@eQru?f zsCo|s5b%eG&h>2o4N68v7ABGnU}BNg!?ahH5L3IYCkok-$JOyGB@_+#!zA@$*J%vT zm)F_w0WzO{C#FU5TvJ111uqT>@P+C|Wo2a)vxblibR6;mNdE6(Fb&V~ZhnlYI*EVS zjEsg{2*}#{#q_5J+%7@#Yz`Y+UpxZ*gQH}iY9@jKLW5iP6gxFt9}XOhNZ>6cX&ZI{ zRC~F%jQv6fRR*8EI%;TOz}7iwmRuM%n7quvrksUE6`(QpH}YeaZ_XC9iBw0w2@45P05sV>QPi~yk*M5W@pyc7 zaiO{OQd?}&Qm`{6Hu(Q$;0d^7qSk&{n3$L&#VX*Ot2#rKX~8I1e}6YnKms{lC~&j~ zZ){i<6cvT;r2f~O(UONNFf+H<^$9WIwl$7uRnaS|7}E#1cNRD~zXN4i@L!Vwh#`}6 z9^Z2(dL|~*rS1?L&rC*sev&(euxEXh5g@{K4K+12tKzD79^h#LOn8cs|2rHNp{?@T z=#g65e=PvnCb(KHlmH9fs%*u*yU)8&l)qv+j~rXdB5dVg@p7x`tV&N^JqSq7aU?>q z)o_0Bj_O|ndHj!Xd^*iokd{^`*#A=QNiI0yDdix387^ovKb8u*jWCMp23J^UqCqe(yBaM%Fnd>q{ zgyT@~l~hTD;o6VAddX3PX2_vh?c(z+C1g4zNzq9d%b>e;d#)w!gaLqGn|G-O=hjKRC=wSp=7S(VSTIfV&7b0 z5K|PI>hJ7!zFPo1>2CUJ2k^{AIl8R@cahy%w@pmuJk@O< zkLAv54z-SJ8PA=1pc;jdx83Rtuh{N&R6Spqc*5_GNl=u9sUYo`t$(+9dF&sT2;DBJ zRk-1m&0Pu74XrmPMCX@F36l>ZWJ8O`$KRv2Q90XTRe{7jYbiPM4N1>f{QF@W?(<0_ zdikCXf2>ZBD^vwuD(7+#>MhKhgx!@<>q^2dSc%tNTHYVHE_y|@a1$RkyKIASVd47m zWxG!2%TML*EK59z#P4TxEdq_$9Den3C&nx<%R&%loz>-%`aa?TKS>kt>lTh~xoH&m z_q0*|zo$)A)t5RcjvDexx})*mefHc~R(s7Ngi%Yf_bt-M?%Pne{IO!g()d`|VvyVv z4z;7dH7~WFBTk1=qe_Uk=_A*k2PD)Xv}qVh-W}|Xj~qGrx-!jMs~H+8>y`Pv>7|!~ z<2I2s8q4Jsg5alK2#N`l1qzN%kpARlmRCFTl|MUVyh{A6%puTzWZ#MM`JangF9Dpc zM#8(D?xmeQmu_lNgQM%`FNH`6tTA!nkc^k8!7qUzE`q~Oi}`#w@?)_%C>ZAh5s}H>E4=4B{TcWH+sD5D?SC%327Z7iw1~pf)=LpP`;#z*PwmZq2PJX zqXyXPqJW5in*hH?-c^5GO@SvA=H0B&jFMH{86d4weo)-o9LjJz{1J;c8}Oc6WEzdY+U!h%2PKDTn| z+i5f8nAfZ8LEW4%;k>bsue&@mAG=&G12vbpH6c{rlHF%UXv6(A9d*NkP;Dc5x5|Ud zCy-t)29K2|!heid8R$oJ(*@NJaqe;WCaDl`X9d_1-!?iu;@f5G`4ZLN0tb!FI<=?B;B5YM%j8(fZoo%UAQ~GOH}vNRb>F z5yNqb;TjBqI~!4B>NfU(TTAIF8P6Me)=o23iR$7Q3%TfX@ctaKgPW?T5s4bqJW3J0 zq3bYAnpyP&@p96uhW1<2&tlfMIV7oDVq%xNnP~}a!d&TLD?8wu-}rute;j|rOD$2g zVurwIH1;J@ZzhRVbgH6KcNbVq)+;WBx!{?VE>@Su#b0L=C3|9q4Xh>IR{hnxkOd9q zrEM96>Tt3B#oES1kM_;+QJ1l|ICsSl@(`w8-PotL2ijtOhn)wnTNZNHi6-+ELh016 z-Y>Kgnv40)F~%62_UO|qX8i*=QCGC9+Y`$El$V_!Cq$)Xw2ol`YKK!keYaZ!oP`Cs zB2!1JH%`PPdBcQN)HS`c&U5d=GhXA&RbAZR``oP|Zzw|B8*VKZ`vHhkT88j?QCz5l&%Nj5)%5O;quk9_}EzrH8lE<)q>Hz_uGpYFxHbV_TcziC+Xa zMXZr-6kGG!`Du#qwZrfCyqX;G4!$2S9E4m-(yjNZY9}sJRLJAU-$R*bqsGj`mj+z; z%k~1U0u(?RCmov~N=n>K96u0g*-cet55xqB@a7E%rtboggl=KIl-7^~_vJZ(bqcEC zd(T5WUon!TvXrhkC<%2dRcNY?&K35X+4ItHG7-aeju}1Awc?4MCxl@ox1ZvCryo|E zNuOG_7IrC`eg*sD6ct?3zPh^>Zc2Bav(?pRp*mP4MQJC}DS>SM*01^>Pv&*1j1Y$d zt?QeX8Wz`hvOQ7V7KOQJ9_xq>Xd5wqTT{Wj>bEdL=$QU zbTST;Jsr%Eu^%?jh&o*B2tBkf^qsAb3n--ZDH|WVu)3&d=S=?%X_G+_-(=xfqns$xOFYJ)?k_yz)@_E+l5x%QWC_ zIyV2Hq@gwLsjakkyb?$Sw(SQO)vVONU)A2A6!VrE>WonTM&siP^mt$v&jtviTgu^& zI(Fc3(e>YB)O6$Yj^2o2 zbiTln##FcC;>$jX(b9DURyNNsi7jm;)%lWbqMw*HNNMwnw9XZ-c>lYU&UB({!;{xk z%(v$Tprp0Z%AjUT$AU~hxlg@x61NdzK6pTM@7B&noy5`SK^8 zu3@boR(}TylXr%%%Pogg@RJ&dmSI?!rlG6D9(gL?-?m;giJIRkncv51qsFt7h!&qN zga&fa9=}W?uNo+{cvh}c^Tb+vHuzkQDW|YKVYQjW@0f49x%GW`l=eEUaX$=sj)^)G zwBf7JP+B#KN&5nitO^;@2{1vEc`JH~+T(@W-GC}6M3${wTNlYmS3XHNd4L$?JI?PV zl_ht*(=CTAs7pdZY<^h+Ud4UzY)H}WhKUdiH%Xr z@sn}fx(oZC4Vw>Q=9rx}lQ>XTH83INZ9LX;=%~ZcaGv`gejZH!Rpq)%3GAR`zd%Zt zfk9zViAX>@iHKvsTuzP!8x!2QS$ut_^F>D;86pD+9p&XRGj$Ctkx=QQ5ZAO})zR1oh zHPyXWeU=s$`(d4~8V4KqW4pW1si>D&-X-4K{$}lxYN>2fe;Yl1>H4R}oc*knxRd=On|Fv%1dC@x zhU@(nBe&WB8sLCp&z6n0c6{z2YbqS4eK&x>I}*|8)DNpRGb`)QLMm;&r{HNbtjC?D z1{s?#v{Qwke3aN?sKg5A_usa!9p;!HXjs0VDA!XxTnjttX7Vr>h*uUN`OK8HX~cLl zURc_uX&HiKV#pme+{^-{#(bHf)*2k%f*3+E1sV<19GinhreZoseJfo&@+ZonUDIVT zdje5e!8-wMxIl~)ZZYtsA}Ai#957GrF^HKjCI2yj177v&bJ=k3Lfo4FK33%AQOi~s z{ZfnIE>(6(-qsFGWDpsHI{ZxiJb5!oqjtGtDJyVfQeSR0G_$X%{d}de_xf%A@q>XY zC=@dB@owL{KLPtrMnLa(voDtlnd&k~fwdy=^?GZ_KBRp;=X_S%bjyP#07 zISp!jX7TOU+kqS7@h&8N)!08&uGJQ2GD^{oTChc&W&csA{ zixmOgTh(+&yS>JnQ>?2O2}_@0k0de|SB^l>9*P)318*1QL>g0Hr?wWCb#g8>B_PX% z9zW{1(jU|c@{qAd9s4mafe7${~@V zHXR(Xa{VL1azAu*P!mis{3{0r#hvG17QRcUp9hXg^`59TlDA@II1i|Tw$y7IaFAqG zrxg=cMqCGsGDZPx|dbyOPnUgJ9l0AtrzM;I*jdG;Mpe)Tm={R z(~y2%`;3L%>|02jeR}t@#!9Y15>e}cveR8HqsaBPe23ggyu{0i3Gsag{&}3NsrxEQ zypRChaHJdSl4~D8OFKc*d`DF20=q?}(gJ<|2<)pA+9_XTEw zIvSCY>amXu5wa5VCXFA1KarY(wzgqs_hV{S=#hP8Q6SYA_1#KNg8VoQtvkN#9cP;h zP)@(}&x@A3)#F%o`yFruY+Cv_$-64YTQ_bX41T4zB1bR@ta9W5dWs*6JZOwayY$h= zt!&Y~n}>NnetB{-2FAHuF>0=^b;asK@iYu{Q$Z_EJ@4`68++DHjbgob*aJA}YI%^y zU9^+ASH4%(G{QqAo0grzoJ}oq`7tVoRaI1B#S?Ef?0?0g5@$jwaVDT(X;^?!V51E2 z7m-@Hpn8SIz{!c1@|= zh!QOxm>?YHws~%oG9+<8Li7ChwJk;4GmqBxlhc_eDcahObD_~nLbw+X0#94c$3wofWFi#d`5g+QfGS)iIeOm8aJB5q!wYnRPf$7{-4ZTP%=N)Z?SpeL} zE04+l^YV8LfsK(indFY7n;Y-)^78a0XL$7MQuescViC;n4OY$^g>3zP_L`OR(y&G1`u)!jQG!uxoqpH-&d)8@h;gPAXcc0tM)y{a2 z$2IzcpASA+f^Atad`*U02pA}|@(;&6V)tjR{9=-z6uWJ6)mgsOc`5>8Rv8eE1)0~A z%C8l&Vjvv1Ox7eO>`fg8n!%p7kj2v1_x$X{oyLxq?~{6;dkbxvENhZ75h;ZUo!J;f z672@Hd7m|(?L>9HdIkV`WXo!d2ml7d?k8lo&wQWav^+lLr@-4D9*-@-=q+0;_P({O zMzsj83P!VSskYjDc0@_UXeHtDVu@-;4f5{B-;@|M%RVFzb(lkN4{#bS6sA7}qwfrN zoH8|Ged@t7mFB~qd!<@?PSK9Y*(0>`Cg%;%po75Y;0efla(y%d16I zTGY{W%RiNKGf&tX2#2MQty4-cOZv|Y5Ac+1Y!9c=AqIzRZS}mj6EXl`=l-qJK%Gx}GRHGwSV@<}jXr)*n#ergH(T?`?VeRd)w#u>qyb;*+YL zIDfeh6AK|39o*)B_+H*a!^^nw~%9B04Q*&xT^!fqfP7P3L=vZ?krfTh~5RrQG(HW&6ZWeA$ z$}O%r$1Pc*$}GlK($(D$oB3-F2qy@Yh&+7Q<$&jVN|3t7iS(O`-Wd{~$3b=X5=UwviW) z6xZ)nI+Q zH=2DL?CimQH^bG@Y1>ugk=b6floSDPrv?Jlt~lxGyE^TuHd%|};-!-F5GjR3Z`*3+TyEhZ%Iz;xUz65e((Xc3Ajmp z#jYW-MehW;+&17{9Z3{<(x5RER;mrn@#{6Xc%@z)BH~SZn=Yi<>ihwa zhbX4`#h&*vsow0!R9C$#3XR;%%R}t9m%MmotmvrgmPT7B^fI5Zv%{GyQ>d{sk@wyK z|LmuJm3hgX!-qD~Z#1MEFz0Mi0%*qfLWvya$FoCu!Tt^Y(sCSc-;dAy|F}@lWp53mra1c zvDgEPYDi!7?1f-G8tFAA$6Sjg{rYUQD6W*bFU#-vgHO)yE?*0GR%1JS)I*$t&ra1S z3|HjZsF6-iNyGq9vXRz@bx`e44U@Q?oaM9@kz4lt@(KMJ2y` z@j3kYsMD-zn2e)w&j%m@FXE%*=YuZ2_5l>2ZcDLcU%wIn?QETZ2=jV?VgECQhkgdN z9-w1Hz7Fo$%((e-cXZ)`jJT};H)}HMzz?V?Yk_qL2GgPp;b)rb6!@&f`1Ai$ke+ky&HZ=NC;$E zE|rb=+jk~fLH2*pdvdvEfU4$C#s}EmR4rK^3_yMxR93PdPLi2d%;BUQvknoJr`LIIHd#lr{(Kwh8FFm`xYo{Q} zcZ%qf=r}UdN&NYXQ2~+-s08J(x-ti?7^c;Owby^fDp~onIbCvNP8gZ1jDz2JxoSRe z&X^!nTYf_tTHzx?`EO&+O^eISAELb8j=l`eGOP+JKL6a&`=MC`d2n}A!b@EK^oa$+ zoLboQ8ag+RanxR=D~3m^NGj^*U3%DRjtk;bmF#s6s5t6ciLRULjy?TrV&{AVm0Qm0&hOEjFx2Waipx zE0SLj1uQxA&-%SL1h&C9G>JF+Zd;*Co31umLe}h+C!X;UOc>d(C!_yP@J?I|{|A!M zKQM52g%XpJO3jHQAC7P6yw0SS>@9xA_?9HM_w=DEU!>Z}$M_uPov##eoF`8yb@mzh zQ*Q17**xrO>|J?y1}Dhg5w@{o#4eKk8vgI-CU>JN!&Fg)#M& zch7Vy2Y?fwSsbI0=Gom|%~4mSBccbt|JiIojyo!ThsSfe!9D}!(?0)k@*M5k52h}= znmQPl+#5~99aSP#=Y%KnK?UcgG1~k~ZmmnD6 z&w)Lmnpxa`TRf8=irKII*FeYxUC--`d(eMoi%ZtBkCfUlp9BaRL76$)ApNkN)9$f!^tHchG2U!*J{kMxjwV+T zK0veMqqvhOB(v$($>M;#Hgdy8s*Ir0jbcuV_jWt398TO;`{Me3{**K~X8=UFMG(A7 zpaC?~x&K84ZtpihsPcVX4FiA@Hgc%Zjhm(;WK1CQ zj-jG%mm0(b^w;>yCx?IdUb4Ij>C~u`85>IFtDA&NZ0X<4M+51bAfcyH!)NK-V`0yLmk>mY8>zAahk3oMvSm(Z@%liPn3QM@@O4yjHErtZe zV+l3$O0(bwYl=LSS5g99C9;&@>OPg0+zAg>?0SWmf^*kS1+BuVHxM4r)LYJidHa9# zOa49AL_xFjx(_STCm`>9cp=-^xOF%hXc^#WF?0=ebi&)(gt5uEgGquU;U<7`Y_ire z26Mn;XS%T4E^Gj&RWIyIx&KBQ0`K56jFVK*?4LVi3Y4l7-1^G0{jN?+tE{c9Pj?5BAO3JQWN zYO0TuZSbZA(YCAr_FMo^s-vmsaxfX!>*5m z(V%YXw4^FFm{iR%IBw>vRKqpkQz#flf4ckaR&uw`n!Mh8$2QZkW^yi|lcHhG?c+FDEDuQ6n?`jU(K zzK%~wr~#Coypqa*8nw)#dSGZsi=TEW{$&a+cOW`8X-;||(38^p7O0j$_Mj-khbmuj z@!i^4fN5hXhfd2m0ukEG%!`v~8Wuvr1l)zg+`)%G9Et z0hRcBKtq@+;?n@pjF0RFWOmDWk?i7NQ9s<)c71)(+w+ywSC+VU-!K8h<&x0ZckkZ4 z1`Nyza6!~@>u)9P#Rv<~lnI2bK`K|6m~pA`=#9NtpI{M9=gCS;|FZWVhx9zYV1x_; z9S`t{T#2xTNDG)c?EBQNXUAiR_}8W;9h_dAOx`h*n&*79Fzq!n&botb1$WP5;vsh# z$#27Y0Pu6Co3;s_vf2<#0zy{>ZTn)uUIyA%t`7&{Q7S>-$-jRDdRl;o`6mFe)QYQ| zS=iV>hyd<#t!~B_XNt;lzzG+8XbOC#_lM@km%95J5M-i_tu3Njuvso7K~`2V=$DB` z)HhRt_?gQmf8u0#3mOn8;nuPNwGSTQmY^?l`?~ci%N4 zh=Y;Y;JC1h5*1`5<~sOXE!F!qbr@lW-1p$QxbZXK6br-1KfOlY7RRVZg0rfKo_LPXIFqwgo5m0X4t2w|3|Ev)7-Nt^a=WokK9^)N6*$JB2k^b z($yF9XT(4Bov-9meD_v^hsvXpv;Tvww+x7?4ZB8F1f-=yLPAmjkxuE7X6R1o96F>$ z1O%kJVJPWtVWhiTKwxO3Vc^@NKJPi_{m%ZOKiIQp&mC9Y*IH}S`6^LUT|?Xh32>{=Lt0)2yNDuvV6 zjk#RXxl0u*c%HLTi=H`iym9>Z1D+!838FI_-*LS&P}Dgxi>#vN7RDW`JhuLG%nNu= zal|c8(Gr1>4c-kySh0jgLH<0qL$utvM-g0~EF=HUR7x-~7EJc_&tANE!R!htEtxK@h)DUj?|f)lymG&a z*Pa>wTfC?}N8v>gamucUPjE-mb_GD><(r9?+TDu>i`}W7nkkIA)l_!15#HnGN+G2t2~x>0IkyTBo1sEQsUzmdht#1FO@p~8@Z3b98Ah?Zf)fPb_u@l zo)aQh2!zKZ3cu=vIse`R69a}0{0KWt9K`#Aj;;e}6*Lc*?JFv-r3J>gE{Rv;zcEe) zvYJUz*$VodH9D;C`Gs+gylFD>hiG9FNYTrm4@kBDXWviu0Luhs1nhe4E7mN`Ym0G0n zZmaH4EJ(jBMv}?TpSaHwpU8iW4EX2nz*<0ZHvb{`9TykZ$EYZcmDC{%t(Qa~H~~v* z+D|+q_7iB_-&MyiY_Nn!Aqqr;jEE2-xzYanM_fnmhs_f~_B*Xc>?GR%_LoFDIxr|t z;=b&31Ry~Y)g&c*vZ;h~(Qf2fj4GwB+W+;)!EAxIlT`Nf@0h@!4R5-D7xJehF zc7F$7bM;(3-Tso1j3uv5;L0yF!u5BM!F<5))lu1`6H23V1Y8n8`#`!Y*Kd{K*?mn#YfDT)LI(B&xcG^dnl2=Oy>se? zG(!FFYmtDvL!N^a5S4`P-MoI;B8#7|(Hy;fK+2WJ;ezh}c32qD5YPBQosW=+C)JmD z4$+Gafj`dYVp9m)&3=1WZ8;*Ps2G(3{(t3&zO!~zUfa~SKqDvCGFv<=fP^(jicXpr zXJbH1GxJCv*i;=rN5_a+EDO8NS8#|D6N@DTQm;0}KRjS|(5#tGYwn^|CiNF}vhZlp zp+T1Rfl2;FTl}|x`%?_V%G4;+31P_ac*LEGrB?7xWdI;}2nKpSi;ap6+x;T#MZhq1 zAd|^kJ^@mim)cd2X{A1YoUNRQdC~qEpol6SEpBO9Y+nS7iZQruR^n`c3>Y94Z#;AE z4ik>YA&Lf?SbF9QYfgYqs_G4N-S1e8z?Co=PbI+#ZILnP;*&rD+&4 zXWMHUEfk6%cJcwbPa6Q%uSs9LcNDBX=#q7WI$4tGv_A8VE)0wID{RJf+a!kD1o#66 z2+uirATvpTZyq?7rMcq0ggtq1O*X|x)eUMwJ3_e~dsi6t+UcpS??_xF(Y2L65-K?ksK8U|}<+kHGcc0*Gc4se9pRVp5;1T>$6x(g5#2L4BM00mOGY#hDu za*O9|rKxmW=nAqke>w!l#LSFt3XO{Fh?$6al9JaX%bd>f<_%7$JU`uw!j7F2U{&D) z{*di4Ff6sY0iAKx9!UKO_oN4(^s_b3y;hm82sdA}=UD%4{z!H6;9Z~i)Ol6rCo;>~ zXy9x!)N-cqXixWv!zOEoK1R}dwmb=@_()vVt}tJz|LSiqy`w!iS;j5$QGx?f8sUdd zbp3a1+p*H!qc-%eb>cIR4}=UmTe**L#`rtl2eFomV9srct@t{(LLGf@uW=^GCQdK1 zBjnD?1n$MM3RXwcz3`3pQG8*KNv;hart=AtE2VxcQrr2mHqjgTY-$FmKFl;LCCFaV z?Q-(?TwiTvs(?Tt2#O8}GmMvx_v>5L&}lw$?An*ytPd@02*~mHU%1))ZIZPfR~C5X z0a>bkU_Nm7*u%${83(H0hX3NXgT(Enw9!yn!8z>>#@16ohfPXe|E6a}!$IW>TEKf? zCz%Ayn|PeFh1pDH8j)P1l2i?&kF3whuU_v6dkk=kCbAQRmbyH&L0>HosJCSiY!(Tz zyty~xzrxtYoX)a4o7)m4=6PF?5>U^Kld+W9S?f%MDZPX$-Ya`XDNii&;JWm;7}ZBU z*2|kBP7)No-JALnyo@fwqrKaw%Q^Avie8eSEMSSE;$)uhFBG;Fi0*Pi zaYSxMx4*Q6A~@Kn6Gs3LEk!O-XpK47m%#&iDDH5(SS^>Q0UlAp*RMs^3|9s+zps)S zJZAOnJ@#JlUQ|(4pi)*uR4=J4ta^X>SS0VaET?7mIvEEf$VKaM^1ETu4P`+d@<`50 zYK}s&p=)$ye78L0rqDYeMQmI8UK@1%nB%mOBqJyOh<{+siRZAP6?K8uLx}Re?xZ>0 zdo%MxmBJ`aGt%{EwZOVD^G8jhJe}3>cI#&p*!Ej|mwNc2;)!mh4*HGx3W46oSdLpQ z82ZsWXEs84d3HlQw}v}Jg0%}y;cQU?X9h? zCpE3O4H7Yv@d4(cq4_N!;X;(N2n_&oAI5jm=u?(OKs|O}R5#2hCZ$o)lq2~mK7Q^p z65iX+{SO06DO-z;!^B_-1SkNUKeDiW>2Ve&wsTA;zMn!Nh>W7lLMeG7d#^&sOO%UU z3yLoj>1fS-IOQE+u+@prL!L4J^yV|^wm@*l%}E=|$*)IKjUR@ee8+iI#rp8)Bl;&* zn#F7eiAbz=3-Eyt<7aQ@IXzVA!~6utb{{pQvvznM`B|17l8|$CE+nZwR3lf8_uhW} zNTz|n+7nJF^Z}~xztmv-c1_iz-@PNw<8+$V4R*wYXI3DH_DN^_{q3J3 zg%1!Uz}UC}=D_#z&X{<;vRX4LESVd8GTV#~b;QI1b?B$`Ha7{`bxVO<IPbpephAi|4p1i8n1%yRHE59&BY?ucebxNr6uM$lBdEs7Sc57@m@Avc{+N zVp+BPXXd1)_;m89wrPqRd8%QEJJkDa*VAoOJ&cNKyk()xhwY0P-D65(i5oV#YiH_W z)|swSZ!l3W_F3WDgruZinbR9ke9AaN)tfvXX;G?g=`-37fpyQ$(4}SRkN3Mz_iY8v zYY7$055unSeG?UNwz1C6*W8Fo)~6PlkcC)*n)K*VaV4yv7m|a`v!NK6>^S0FSkP*> zey4)BI5|BHS>JxY7WX)iqg0VOZKIZp1QU^s4j{?g1fDMYcHgIM5UWH#8-2ELORNIR zxum3{fjMW^TjVa^3q%fD6Jt;Dxu{=m-1tuBT^rTOZ7OzD%>S8=F;a*K4V* zU_Ahn+duO~g?h(8o1okFVmw4u)?(tft)D(zcjdRlz3F2LhcWbqtxVnfa0$yU!Lu^) zmEDbdp*CL(OG3er0pIMDF_a)qJ)BB^nw;`daX)73{|ydNsC3y<1n8GAfW;sV1V2g9 z2|8kdJwQ@0C85Wh7JU1YfC4}4gjoPnYDKp`H^d4Nk7SczbCX^)S+6oL5hTQIFfUenhQ4OsBjtH~+@WXHlx$`|hr=ksPZlKom8Nif0-kmP%4o2&Y#5PZ^Q&jT> z3OX>GhLVgTb2|0KX7`GF@8a1{3NotVyO_5uh;#@n78>NQ>=JKxaYlfSTA{l?@>TFL ziZ98Xk>zI;J%z&(<|!#1Mzus%?tyki@wK>NlCsdsV(3@WGfovN_NbdwhnsOMM~7pO z(v&%gBbRHqIEYGFsgK{o>@qW#hVco8NmQ6{et2t&?G8J(2=C69Wz6*2RP-qz-^33= z@Qq13J97}R>V2G06u?3-fOrCIk+7w&>FH(mU7OCu?BcymVG!$BWBmwXw$Lf-o(8A& zs7n{>BI*D!10-B3stSXF?OERMy)U|~BP>D?(JI(l=XE`Fu0_@b8|uRT5?#8o;jz?m zY;9Y|_LIl2V8{LS9lC8;O&cm<3C~JLDKNtY%TuK44%czwPOb3Q>gc=SyBLlPn8Dc> z$z=lErs@+x%rrEC6>arFG1^1r%?JEbKGy)k1`4n#mD?kz{K#^^@UxklnRq|Z`X#q# z1|Dl6Uv6{&BGdl0_t!AA||14L6vLTqd}K=8@sMr^(0bqW)B3Kafu z2`Rc)5y2U`NG;<@$l+G=HAN0^{MR2F6VQ8q>TN;PPK-Y8~lKubKDxb zD9hwl0dKiE_~RHv4>D}6mo1|zExV8QSn%*}C{p;%(@ll-#ocf%Hm4GKa7h)udAo9` z+M$g-G90bbDgyLJY;+%Rjz8D4kCatV=(#y;Us;8_FFHv-j`}P%*XmuLQmbgnNrw9@ zv&ddbZDII{3?j5lShUA6;wW0v>-{e37=Jqt^CiPag;=ax-=i`(T49kMSnyx7Io`SQ z=!q<0=+`@q7JfcIGp$POsP;#0d0}Hj;+Eaw0OtEJBhR0 z@oAf*V^@9>s9+A|Ky+ar7K)pS>BXfIbUF}s_@X`WsiClZy1kMXM2M*cIE0ee zPo3Ba?lk&vx9VCy?k+!@WBL?7v&f=+-4={6LcAW88=&@QbJrOmC+xvWb#0a<6;+0F z{=C~J9L6cPWP;7YA(kuAjt+2~)pF!Pw9yxs0ZxOtqwbj-hAX_6QVn)HM|*dV4;0vL zQd~;3H_JnXjYrq0Mq(eYe6VOCfIG~`qv{;I3QyNPiy%5F-HFyITzr}7ANq-pH zme|pH;Bd5;h7_bOMzQf~A;;neM&nXLJ5WQgHsx>%oU&E!R4dw*iMyr>x_?tKy@oA6 z#SjuU%u<0V8GOot_aC;*3CM?k{!Ae{Fa5C;dKTiXvR~D0QDdZKjnaF*H?si+%4(`> zuB#mn5koKZ_wJj2K(0b~?yHlc@!k zioib73L6?yoY&8t^`OEfLhO2sME`R^NLuZWD5V||#S?`J8+U<9qZzN4BMYC>%|jSV z%A~4Z5p}C_IPGLr%7pI_O{V{DPPaL}$P~u$93;lh_&5;ev`rrpK7-K;#g1Oa%fPM# zmK(LOLoVW=48>y!o50@}c@g!7rZ$+G6{C*;cIiktFn39~DFAtXk6s6B0(A&$3kt z6r2f9PV5peQSoRW9VZZ8<~uUbpObI5J80D#%<9D!LgLEFgkQZE`R!J&22#ndjTaqQ zf5k26{enUN zZFa5qyiwQv`-^x;OAt5EU0)pk%+mYNP>o;#L1y8-PpY7psEnSnkb9orvo{kk=o3p&L zlHI=9JA^H@AFdc?Z?__EUyLjm4IN}BG_pWcF59md4O=M7b2vy$a-X^k8s+J8Ar<7! zX6>6V!4F@(y^1|^JP>)%Is`eN*bhYDa#p`V4`ww3eJlK;`locKF2-oDbD)uyMo@jW z?ym_Sg_V{_P6hE5NrEnmX;m)I>x-6RDkyU=g4+60nEjSN=gf&@SqxAT&T4rTQg5cM ze_^*%Z~dLWU$`pbV!Q%+Ag;%Wr$iDoIiM6g{Iso~CV2|zS(1rnAhn)Z1n{W~cD}dz zpRZ^1QN7=i@;($t%s@zAsatkR1W!-KiAiniU?4;K0WGd@`n-EhI}lZA)tC6R!!Axc za1MWtF(p2K!F-9NN1n+=e!uih2E^9)S`O)CS2|;M1Nt@jPo{HRe(DfzfBYLjIMblhwHx*s?jRKsC1&+~)ocHmq85SAW!Ou_ z2B|MK>5=*h|Atbq!TVk5S;$Wu|6tm7l3$d4q9P9F7#iL4JaFYBb?u=2`g^Lho=urF zC(M_mORJ2Gl6{u)Du6kL-yM6CnE232>TQB%{T3n|Hwb9~kpdZE8@v`pVhGQH)F#Xh zDELjDyWim-AjQk1@KOF61Q6y6<$(;*OSsOdDX+Xiqw%i&ymT2pn6C7O1j@HpsvGU> zsC8>|GOeeNYg>H!Q1*O(wmT+*icK-*N9y#xvKfSZSA)_Xf6rB^G{HZ=cWCokCUw{Q z;P?e?f8&jkjLUHWcCC%=6N9ySk=&cXV^k6ODYHV?;MYE|u4!U!hX(zkHFrE=No$Lr z8Lwp_jrA6`Uj9>Bx6!{>zCW|sS|4_@oL;cdIb36Ya_w|c@qZ1ySWYfNH!@CI+?vV&|I4cxGMSLwUaIKUVe1_rQnB+ zH#o>|kRAN6q>Y)bh5cDdTXD|fBQrV4`P%&-O1coy?4QK>?B02^k~d0jdv1k5tQo(| ztnXe;C*@qUYsQ0;FAM@Nnc75>7&5sZ-Wc47f!IS#R`frVGT6TzRDs_Pr1hB3UYr!l z@E&hxtukJHHm$sg;Q@i;7A-#ttLs~>G~%>UwxK(%`%rs~@8DN%Rn|KJadM37yvHoc zxtNWWaq|}d18ls)Ag_K&cM}hn|E45O)Lr-_?$?an638$$L@`R-Z`LH&M|>Khf3C4# zKffbCRf`i!YwYNZlA}O0B_T*q92(mJ+ofoK-hT2xaYq0mOFiD3)9PV1h6;o~>tlVy z)YG;SY9dkNIrx(^&fW^u85jsprPf#B(iZW;fE`yd(DeS{9*}#J;G2xzWS3;|q&}Tu zphze^;AQs*D_^=AEi)(o)CEah`3VDn<~w4pQ-wPBc+k}hS3Z5$_#5Q-k~)AnyDPtn zYNqH@aZ_j9=njqugI3Q;BzwVk+JlDNz=Xmyp8U=uSxC*JAO@AT_d+d-Ja|gv_^yLA zZns7tCQz#tj|r3<^1aHe;5vu_+`>SjS$5+~38?SvnaaL5UnWmn2P1S_j^F@7l-fK})V_nZ3$H%zHuj=E!WaE*P ziP`FHeZ_D`zY$j5$V-gF>Vp$LO(Mv>sY<7n`%q~jsIdioWmK~E??DK-;nza*{i%b8 zb^7-2%QNP;=%rE29&mZWu340`KD0&yR5rA*aiB!yYJ%Rj>1gdsv@tAZ z!*E6ogkh6O8A+uUNs*DVO6}Tv`F=ak+R_lsR@`fb<n*J=}pf0!0x%xh~cv6{=uVDze{Va z>L%2sOm<%a^gDPw#4Yxy*kn$MkP;bt?l&c-j7cx%+x|v1G2y6TRm-lt?$5(t&?{^)Xz%RXS*w|sG4Ypd_ zIACLL5~se=zOW^KV-TqY{8D6+mx9-F)uWVUakII5H)MD>SktnrrgZJ@%;D}A7eFV# z(w1udvaJI4pl$9r0zJ!~?^^wPiuiqe0N{Lqlbym_f4{)~OzvFhkR|Q;`xP_kfOmbz zA1UXQu;O=*Qzt<848C7Uo$$kuL3BI0We`;+3)g!os*&fry%O1O-Uhk5eP3F(vpZXD zB2ih&%(w--?PJIS@U-9?{K{xb<`cRBKOEn#97D;^8@Qr`ZgyW)AD)Ahk-5zsu*!%! zjBJ)<(wl1Fm2(~oMwgSwbLkv5pAJ_nu>?`rZcoA07f#b1xk2Z|Xc%r4nmpNI*p&&4 zpJ5r1zfl#wf5a7c4ylMyN;-R*l)8A;M4z9kNM z#M+Y986t_4n2eFZKZ+emgpe-f8M}+)6+}xNK*}H&YMUdexFTS>(|P20^>LC@nIvwx z{Su$63Q?h$;9v=kMa9q_S*5~YCh6>r2y^BivA#3p#!AFhKzAnB_gA#dR!q(k-ol=HN87LN z$ht{N(CBk1-4gNZ2Ytnd^k&l5-0qW{2wzI!r?KKN+bq;&U&rto{;gY!-8ukpB~Y^q zRo&8QDdbwV`Fzp~9tTjSwaIm~(a8s-Wjv1*w99Lt| z`y}Fbp&0jw5iP^acTUk+9te>UjzW{ZGUV2H=KW}iMen#FD51~rYBPFF6`*~6+DB!7 zm3V(HI&?r^A#a83e1C4xdh?dA{*=y(Y5rTYSo>E_G)&jQSNt8pwcw2a$XC71 zu`C6yV9C)n`HJ#26jRKnW6-r%>)G`!++xq)JtIX$aT>s&O$+bHq`f}>24(HOy%zMv zKW{zZlWRA~zB6Kdvu`eP^=xDD+6R888Y#nXP7Z`rlTH9h=;I7)0Zg>l-_GU4FP@DQ z)%&TpXKec|y(74_WZe@;?09M^-XAh?+o{9LyF}@atab5*KJ^C84qlH#|6+=l-+MW)HQuV4rexH7Z4JV4-3<$?uA+$!SFS8|c0SKf&YB zRzNxP1~2s|D{pjZ`uUfGo2I~zRCpWvOTO&{hQ)Zmcu!l-7QbaK_A(dIfb@ZM_Ztkx zpi*6u)pJv2o^L$aexTZoo^R*`dWFHL6BMsBY0JzD0e4xvhP>U$F~*;=lRV%CA%pf^ zJ1jU#tQpE08_ubQteZ<*Q2v}3ODGs|JySm-AmIm1@qdZa3|tB^htX)VW_aiK<~n%c z<&;^}mTwwqy?CfzM$3VJp}e(KDX=?aqti-pkN0sL}=p-JfH(DAF{PM=CkGs2ioZV&d!8?*Pv>?%F#w++jmL^vmyl_{GmtDAH{)7gGZ@WOEVhrNSv=8jl6Xp;Ry z&aZF^k;kaN%EYc>v5xrD*xe$e`x~Lz3+4=vxeNXvvM^ov=O3@kVJaj*wrH}uewgEB zDH;c~TK2>d3CfOe%~91-oC85Kz`(Z^G0${2_=iMm{sr2nnoore8ur~0ndQpFwL>p% zE|*A6oyJL4-XqP0Jyw<=cvo&<`pEAf4^QMuAH`l}3uj&|2#Kr*D!0~Rh_ zlI=D>qM84=MX=Er=p6oI%O!C4jtNKvg?KErBQ9PLch8^Wz3ubM_y2ktz>jBe=YvdC zz7kS@$anuykWxin)`+gt_Ul~Mb-rxYr0*{eu*(d;a;p%PeRB4QML?Mn4oT@R@dYnm z@e8fvNnyv?zu}PzzC|rQ$9F~Mj4sjhiFV5>vOtElgzi^xE$vKE^~A?A;}u$dig}tT zoQH{7Ol~rVUb}MJ8?N#dCg&d3O8ihGWneyl8F?~hQ5*N`=ZIfTo}~D`SPWe7W=*x$ zaIT%m5m&``{ACMdI;6@P6=I#vtQU(`xv}+w=XHYatBa*W6PIJR|J2k}XoV~XQ7uCf zwD+-R^jaF7Pvj^4oQ|Akv*VwH*{!mHl)11IQ+VY=H~TcN3=&+TO3%Z)4-o71<3}>1 z*tgrOc|wLSSMXwfpZ0uumBd+E??vt@*!aPoDLMaoU^BJScAb)dyh#0xb|C|_cv%%c z^wiq1nXDOqWJo)(tg)xztQ3tG;t)+lg#@&=BTyfIo}9%+S^)tY>Ejo8ID~@*&?oP5 z%Ph`3USVaXvGUxVtWc?c;H+}Mc_+lIJ7vHBlCcMtc8k(oSOw7$Ji8Mkh}T?SjwsAB z^m1m&1k5ly(AI)zm)HUGYrXS2BlfYnEs5!EInnfMoX@$ zp42>)sagd~+{zJ!xf++Fx~gKX2!nN)KvKdu4|%y6V}QoX;DUfsc}>lzV_8q$e<^5| z@y&1&JFnSC!dXuolDk>Y&CGg4^hjrh{%_ryR$B(32==iET=PQ;@{+di;B>#8 z3k!M?uTj+h!mem_P4N2Qf}IpI3B1Dzm_Y&+phgNTDL3gydGAYP;R~BprUMCV-@vg{c9`L8cTkdaUZgU8+<+iC9Fg1QZ8Xd-7s*3+qT7vv>4G%hM?HqG)z!>#ecE z=`smdTksZC#O|cc(TH1i_6ovoRb8j`;(nuse;YlcDuibmqpOacxG<3iE3{Fh#3J3i zxWm~6trWju;P^n3^JDuGyn~qLVi_EUWP3g43~XXSWM=01U}OwRjfKARDyp2Q-c5+r zu6P!I9&Y`1YQ|(K1fVp9pYO(yoO--^ZTy~1eUkU6=j1vwb@?e4bhG*d5+}7DJm!1c z8NK`3a;)N&pDj&J?@>JmFk03;dDP|8>$0KqTwEULm|1o9aJ(SY%(6dS9WOoX>yZ}f zeFIxsBb4<)4}v;BC(UO3fW5)rA&tA;jZfU~NQk@_mpzthSaOqqp1!p>#E+TUQU_NO zzc;)?w_Q4=WM(<z+u4*f@4ERdm0{w13db=0K`Z?tw=u1;fKYF>GXLwYM%GOcz4@`QRV7Q77}o# zY<8SM-6pc?hs~Yh70QQm9ndOCcj@72zM}GZ)DkYV)|<3X!f-`tX?lRpmp~jLaJN6mQoA-R!=b$<^g;j#&OkJ}-Uh1a*l0b*vMX`#r}+~8CW_3LW%~Xk z7Cp?%g1qoiE0&ERD8RsIwbrRSmHGKQ8L}cV(ZXuy2=!%-IRP%mG)kGf|QY9!#n zblBDDU|Qh8&ia(M)50&DrxZ*2t?jqa#CpsUKQEnhHNKg;ZS~3NuUSSbN=3y?8f$S< zuS%Aqmwh)pze744*RTCcI;=agFve8+-leE=(NPZ#Iw8^E2@jDAy!DNT#z1YD;>JFB zv!w)%Bs!?RSt(mkc~H{#@${=!8fSrj?t+2mI3w4@vUG$WNc?Cxeel7jk6l3g2P7-C z&ve8MlY3azf%@f_eY2a>(=luRHS|ok4IfBX(p?a1sXO(nDK0WJExK(!w|;!)q^GJB zw4EOxOXAJTAb+0O?F|Lrs}dhpmFtyapz#n5x0fxi9}ZsOz3540KbS?08MkZjZ`?bC zUio($DZBk`{Jo(5F|muWc&dk zr|gp)WE<7|7a&gPy9T!R`o(!;GWm(N4AcV+;ni6aR|aZmntu8h4j>h}wcucK1>;D$ z&aw3aY#sW5FWo9p>jn2q{)^6fB5dAzp!~C8VeMA~Bl@3O7A1MDPhW`!$Q_oFUOL?! zf|OnNzM}@7+tnu)yX1n%t#0(;6B9|CXR_aWEK4?>6@Lx28nhPZT++oWs&;+_nmpE{ zd}Tsp+GgI9`6bPUY(Fbn%A@YW`FYhnHm%5vWVKz8 z1eXM)xPbB=r&feI8&JB_DDyyfc%hYYKjeVjChfZ=_o%0~v;Cu%Rax3f!ksM;O!~#Cg%+EuT7kD`Z6PqpP<-yZBF8fHP`ZxM^ZX^%2`PCj;!hV9l4?^F z)AZuE!RmXDQ7mL-+obveMpzsU#gg8=wtix~>Lf#`EeBI!d=*0-5S0bDoJ4c0fyS`3N2qq0B`g zk)qM6$~8AI_)vJ5N)XM{P!62>5;y>(hNgZQ71_Q#CoT_|&<+=dkD#MxJc@p!TtAr` zI2^P0ruoncmLv}P4W_GAtcS>Pkept2^WmpV4mLBHiPWbHi0*5ivqb})b)4ScM{R?{ASjfrcRh}-wo)H`Eib7Ickyf6kBDuTZXfo`)fXET*q?nZSoz?h zqIX(CCT3Ad5BVS$m`=Ha4;TNv!P}D(AI4k)tD2!aI&8MTG_Ac(VYSJzEf!s|5r^gE zG$FI`+$6|r<;0lA9Jb#;){OneF$PRN*YDVD2x>q&#io)5t+EZmXBsoa6QfT zM~(ep1=zPr%Zo=`K1x57+qaW4WaQ3~9Zz)l$m2VqHdVz2MqwFB@bv_j_qF-KdXye_ z5F8Z4fB;ofvGzo7l-3mi=Hvjyz--29TwgD`pYE2Qdt6)+YQ5U4GWQPJE_}+mmmtYN zCNlr#Uv!`J2m;m-V-_GwSt{;6@d7=0u8`3!o1$=EbE-mUjY;N(Y+I)eQg{JU9^aMW z^5>K3f-pfvDj=o6vJ!V1^8)GD*iGCdIWC%h)55#m@;Ukjz@U}kgfhDdXS?(M#)lcm zq8CGgySZ71U@QXIOj*-0hDYC~)<%+4)RiyNu2&Fbm~6qJJ9?(+A}MWGc>^pXOA)Xr zv|_rt8UaF1;ml8*kx|oW(dLrHp~ISZrk}H0Q=tnV68KW*jY)RLf|H@5e`&9A!Yy zt$JUYY3b^7#HHy#6Nm@^LAuN)F*~+sw(hyu=E(QXlA53%gDh!BLt;rDj#^NSjv3G^^OCCL&3{I_WmU)QBior zh^oRMQV68UnyHMVyv5d1IkPe}*pKZdVahIaMFsT#a06Ulyz8x|Vztx2Vca=(y=lb% z0{-^1Z~wRm4)n`f+{U5)aaP!g6)WMK7}1ef2SF3+Rq3`=4egHG$*;9TMEGYBHm)Y|hd+X>uqXTAM% z{0#4ZEN5>4C-*+Y^W)uek02eoyk~n{l4sB6TaMeQ4-Cl=CjqI^DL{oX#1Dm% zaoHUXqaiD*t6!SC4=SLqVR~}k66@V7Q_Np~yNK;0S3A7bE?cvKrN{EC4skMKEsM9d z!!(HGqKi(dDDDnl6vfY>z2N+Pb_2WIVA7oAg-tYLvs_({pf{DstU~n53 z1bQB7S7m{WWcQt93ea^4kg@{l^*k1k_U?A7$iQzh13@JQ4(Gxsn7mx?{nuirE?l|d zZxbR9f4%muNUY9TLjwz>Zb)!_e7?UIIfp5Cqm2o+xSP+JO%8xEiKHnfgzkm~P z@anW}7*BNwFnNAU2^rpDgdPCj;u0hE3t*5KWUY7ZiMw2D*8MW(-2^$0ag-yoA86#Y zzjhG?X~e`X|JEWnxFHp&^ZiscP7c`nvSC>TFz%;_Y0*NSpR;HeVf)8t<;@HtF(Wbf2x;{=d1nN ze3+&2<&V^-nT|zN>Uus7FLh6|Qiha6-~8HS)evEUqhwG`p0-p!R@SI~s1Ya1g^>x= zOPc=F9SuJTg`gU_H%(!BCKsb^FVNzS&4(>?t}2EeI~7sjf(ien(MKMwj!lB>q-P}T zM)Yon28*T1hh_~1_jheah1ENfk#SpLHQh z_?MgQg5a}Mp0->IuQ+OOZs>A=LwgIydw;x)%`Mj6gY=c6-buVz*(7@7xar5bsh#_? zOiIr!2c&14ZQ86q*>OXQtVA^~>Acmo(=o%o}er}$}fWXR{n5l?tI8bm}@qDi{!-r+MXu}3_A2C*|RD^cRb#T%MC@hJ^ zjLO!DZR7{piWXkTG_;og>zzD}BB zU?tGOLE=7uxTwugKc>Z-jx$l}CxTC}JkH!X`^5~BeY7T4Wt?&vu_18&B&i$8{tRnq zISK)*mY6J;F;cg4r=GV~6&*)o5R59*ZU3I|$}lIVi|5RH2|+s!)E+-e8LC;$Wpv_$ zQB>{d#zHX%^3LTSy(oSk3qXsf0FWBOPEdd!YVHOPnWzVhuXb9N=o&0D1BIK=0T5R1 zSb;_DL`noku}AD`IPr(cvA)q^80-cascEB(EM8yp8I@y4pe@#_}|{6!Zv`@ z0*Ev~`C&3%LWwjkFG<^~PR?4NGR2xU)KeU>`bVUp`rDrn7OaE!a*B5m_J^^ZBBCNR z{ZBm+_=oWk0F(Q7seC69@KVbE|5xHT%+1MpAactzgpsl_^QklcUal=@UXi08k57n3wkR1Mv4y5fec0 zY#ZRQumC749x+5i5zGgYw|xJ&_i@2)6jdjEo6c+h3lXLVi9cxEq6DwtD+xNy`U=8N zCmfrXtd|A{2eWR>{~=U?rpV6zLO@g)LhY=&pNFiJV>yzM#A$^Gpd_>HBeko{(A*A} zBLV4#8iOM`OcZg6sQ-qgh~VM=F~h|u+iu#bmXD`L2;%II*xnfqoTVG0E7N1TQEw&01690>H6BbdJeWk4B*?_ zG&D7-+!6$Kc2C#BsD2`pgSyWESrK56O%dcN5UR=bXpwSAu1@#vaR*2@{Je8)8g;bu z|NG>9nVQ<&V5PO^;=3F4Q?i8_UJ(B)@Qi+;#pptnIR>}gd~jzFDwUfdLXG^#CP01l zVPQRBj4X(I^Gxgyf(3}%w<7o-{X3IDwBZ8-`5)Ux>`nf))nL-=vx8?sUNz{MX73Hu zx(a)@vx1h5Y;Q2M5jYT1VSq?Rx+7DYhUO1*2AJmmX3ltDy%B<5Tw~6G`9B&JOx; zo<;K~py94AzF}6tPu&@Z8Sj0$7B*I4C{kMr2&?d{_*6q&y#R)tz;o)(34z0wAVBZA zcv;DALAj5)&1WN+_`CWT+)yIJN ziFn0~>1szn!*)&tLdS%De|_-Hh7td9MG~ymw#EF9Vrfy=K zn%5v@fzW-`H-ltlfCdHZUQ!W~O|Hmeoo=6D{D)#j1;e%RkCYbd_A?5FEs>h?_6DS^ z_pUZVxzgqh^SQk^=uQz}w!Me*2jPwhRXt4|!>MdV%~|*;%dTT*O{GGVi(U!YS8Q0k zy+IH^jKu(N^TcFR4Ydb?|3_Sgi8}(9Xd=746!dHV?efnNm2WU_5As?CVR;mJ0##`x z$?M8O>H_Hm|Hh>qsam-5drAGLe+Mw+ug_qTVJQTT|D}Q)R1NA|QTQ_97*_*rCtv~x z`Z;0$9nBwx+{8k?nSpJEhPjWJ(CYHYAXU9+({B+5RT4XF3HVQ?89l=!*DNWW&4YQV z2_<#qMqn>Lq->>eCgL{VFvs<`9A?WAj?6ZX7_wd^H$F3j^zWxX9r7S-N{-uG=8T$E ztCdd#|VB7YUMUv)y*YL(02vbGio1l?t8xTnf| z;G6G_o4SSu$`Tbmeh?rjZPXQv#(T99hf6_0Q65GQ{4DH2FUM&<>gst}r2<-6N{5@R zd#QUD2URFFp|V@y%|}WESAvRV!EY~J!-+PtKD^s~2YTuHEhI%0xZ` z6cDgBU^l5DtEA5X6fCQMHcq=8&UZu#1~BU#E6_^((*nng3kFh&9e>DKEW+!^jJdCMUXYLV7Xlp> zgb0DDQ!k-mzyy*5c#-XyicArYahV6Tb_?7HD{%?P%};Ry77`OcO)bug16-Ur*!^as zHzgS-ME=X%opDEAQ|maqhZbN#XFbIWT(WC`8B1caua@7(3lQ^FKRN{@q=tOhs6e5TIncT4djV0)Z*-3r|&^r2r3o*M0JvIxD9dVdXe3PX-vVo zqzy4D#Y~LX;<=au=N|zym1YP+1`A;38d@GU<0!TR3~7R@PF z_*??4=j@X~kBQ{^m5AnWmq)qLH}YDT-iBmcsS$qwSS>xj}C-Hp2LP~}I{B_-IuXBsryeu=NXWfwHFAIimr&xAkn_UBQbX!Op?$T!nU zhdX~2-3C-CT}A{UJ<6@_ET8;SA|OkttEG&giVhO$UQ~G$?!qS5n1}O! zgzAb+gOysn&bs>JSz`p%-+W~_Zt^A4vU z$DVqTVM^sN^o`qHzXnME7uVCiZw03ko8^X}qYbB7aeKA&W-Rk(iPTnuvNGgg!BeS~ z3ez5zUo;mHnopO!pNtpiJxCu5K2c!#W_e!is2NXdemj^2pWN8Y+MCIj;lHLMlmOXk zhj&p~c554a9;|jauF$Llc))u+nU6Sn@;gAt<7h$4a^u!2sm6F^?uzY>0) z#o=GbPgzVJyY5110f$HYD*9G9b5&1kJWE&m(sK`U!~Zw^IoloY2KPDK+b3J;JR3r5 z>4|po>rOsICZJQLzd^0?x4)9nN{jpC|6%T}qpE7Vw^6VGK_v_%L^=dXX)qA!25FI! zmhMmy6p`)}q+7ZX5ou7mHXUwSx;b-!&l}(GJLAMZ=j<__F&sQ=ueJ7C_dVm9*Sx0d zxy&|qZL@K6Jxwd}iF0JGE0!{~OIz^|&@4CsF0B{)*<1=1Q>1to_geoAJ(M?%Lv{8HN0(@N&5%HxD-$mlaopq$!!j_>?k54qJ*q0N!R5KCrcPX zJqGh=O%D)l+eAFE^V-|sEME7a1idDlHKj`zdhQN9KWONSSZx!kB@Fl7PG~rHXPN7d z@3}f!6aR%zfN7o$j(PK4u4_Dl;ZnKGx8&82Epk=%IM4S!uCtURt*@V#dEkYeBFRsn zU&E|Gq@cE)bdNmh)ze*LM-BXR^t1T^nMFjuBMs#(Gm#Q){%!luB&+kLDad%8JC8>q zTO#Wkm&CJEHXD~o><6&1T%TY(UoLAWc~cnA&(R8TU0*SeT4GYG zn-cN|TxT~EtLEl6-8+m|zGx`b)~JhZD~1=Tds(h2mqNvsO8OUR}y5 z2%g)cMG6;ue3~XHudc;`g7YA`nU?;iZ3Lf)=xukmqMm_4aT?F@YZp{wv8bXjt?~1G zyY%c*3e7sP#g(cid5cKJw;x)qk1%v?TpAaXb{wo71;`d0)^vK-==Jx}8NW(vpF^m6 z_?A4us-gTU|7pYz&0y_WIO8*KEDoulkU)xf;w{TdR<+Lw?AM3tfASfvnuWZi8QUhN zEEwSNSyOT#1ZrXiKZd=TQZTtnrdQCIm_dyRwzHghm44BlE0JQ@caG7mw-vJLc{u3` zEW%qx*Uo0E-#x045)?!(*ZZ@?*aZ2Ogb+YTT!IiaNO1>Z>Bt3{k$H#$0J4x2^Gs}O7>)L;X}X?>RghLU9Y!} zZV+gA;HCB?wiV2!D{ zIywG?6Rx86bm`PKUc+@#Z?`@{ugcs};ie47jBt6$-n;8nb5~4Vr=})+>>3_ zkSd@&Gf;Bo&b;$ReDr=lvhbzqj~Pkb1|-tjjk<+{0bEYT(bf3rpHnj?FYxE2tZ*-G zgb^{Xzm=3SBRkdti7YB#MNb9GnE$e~HGB(MbYhMugKyH8lKZ(2k?7BTr*9)lm;4Iv z=p+tL+>D~2nfuz6r$ObJ<7A1ti`Rg*NXk265USuZn~cO((4! zH1T@q`1L0upF}%h+Bl82IwHSJQ#G?LH6(uj; zJI_f6#Bkwc6!RTO)tuMbJ}>O^QZ^|lu2{%#kyTdi9rQ*r2kFGY zCHaTTzUKtW$*o_j74IC(V#stwyWh*4K))W{BM152v<5_8Cvm0AQS~(;E0Rh!Oo}|V zb1$UNy>_e^O1A(is9h&pZ+x-MQ@~$z8PJF8m7}AZVE~ z7=M+&Y4WZE+|X^~*%Kbu?JL3qOpl-HUFDY`JQuUYmqgA-;P^pEbUb5uytt3U(LLXF z?zfTgUIdxy;dJNZdl=;aAKsNbKL3W#PWPv$rapmyGb=0W@1YVFhy*WcUc0eduVYV2 zD6x``z+h8`9KWA|=56J}8opBFOu0fk)@FN)$I~NbX{|$;xqGrTG_k*u9;8J0y1kp{ zyi8B&_x6|Z+UWA8Lr<2SDYNwPs6<}2x}|SgJ5zQQe~`Q%BE$!v7y2{H4xe{pVSu1y z#EJ2-AIXiS!b(`a+u#y#flF5XV(&gm ze)51e-LBK12U!V;l$2TH3eZeT<}ik-^oPTIm^;R4E1UisM zKEMp{>!5*yJ6nf%K-%QDk3s9mAXv+_hasK%1>3;$hvu~IXRONwUUCb}F~T~%Vmqc| zucV}ukw`BjL=Hlc*HWZoiLC^@>s~=eHaTcF{eS`3XA1^=VN&WRm0Yd6p4*K2qCb%5 z=*@qOiu_HAV>7(uk5bn*KCFJr%!nB_XW9&jk7O}!jVxqOID{FMy|fUH{w94;r#&FjUHztq{Gh_;oUPPVeaAAsBYfMk2w~r zlA|TID}n6B1$y$4jHc%$pXJVUIJsR#TlBqSbxS_<72BCe!`mP!N8*ia?c>j)@Kc8P z>Vr-79{cfcI4tWdH`xs?CVu`bCoB8O={`(_t<_^oNK3nb=x6gX@bRf z%&o?582<+mlQYDQciWl1)>A-FNm*C305OrGYiv93JQE_D>F}ri+Mita1DxENLtbRU zt$_0;G6mNd1rcwWnLEtAeo2CdJa^<{o3dgA0$;xoZCN&~C`8yO+Poa=>WBIoegOee z_w73J01zW}T$|Ymmv9J;j=t%K;E>0k#CAf#fkivc@610z8d&iYp*YB=?v~rmD<83C z_V`3aMg8}M=qV^L;fdUDp^^k;=9|Oj_Ej6y5uLriNVs2O{Q2`|oSWqDnPL3rxB?7p zRU}e)_LD=unQ&@$b`r3aM@B~J?mKXW6-bXV&rQQX^BA?64X2(>(Cz$>uN%|)j`uft zViDv)*2tt@e6fMdIZMrMv8XR2Wdi3a(^nWLoNG{#nVtQ%Zd|su>*KwVcOX@hVXKm( z@!rP=+m~EOki`3Vju!If7CqZx!DUa`@LIwsU`h~qI@+HV(%~R$F1*U3OT7D5=E3egO(%4+1LTn1TP4F*IHp|cZ{}N8Dz0fcU?Pb*h||1>k;f|= zhy_PJb9&#d3chE|t;7e1;{a&{qSu4S-bO&q>9qcPT-$K8+VyF<4ZYy@*lBQ0lNp&g z->Abi@Z0PDIY(l9_gZ=mq*9fDVZvbLgt_zjcduV2C-(=vN~J$kqyD6PS5-7D&+e|H z-?aM(#PiZ^4kaLX(Lckp7cS$TTmt~0SsKELM6+Ot;#pa1<*jZ>zXt5vlE_(G2)Yf%2(eby3o=LKVAWaL~*;G__!{dV`& z9B$+yLcmMl!A^9hjq+wg{{q|b#i+jm(lE~9%)h5!({|1s8_(+kPBx8uAdspk^7b}G z2WWDuuSa}Ty2q(Z)I+$cK}CY2ayR7-p3|Ezi!6Eq=E4?whZd%y&e@j76O;7KH&(6$bocnDhX+^*sE^&ti%-&!_do17lV&C}7F<6gYLyP8e zls5lt6ztwPgGZA;J}MM^uL5ILx;bbPUHCDJF+o=1G}(VvGll$jc9OcsV}r2)0JC@Psk1gd{Uv!Tg02QnkfU@H2K_ zyW^6y)KH-fl~kA8$X4i(l~sFFlM#NfMcnAxO*&X5fmbLWKY``lYK0pIQll3^bj%F( zS=7HdPp2*k1pC-PNxyJ4HhgDt$pDPzageapE?ExcEY>6-k#jA_Xz~kAuwqH8-E*usrKU4 zbc41inzYUYGZE5p1&@h0Li-;ZZegrA;a~_;Ol_@*p>x7mw9T2JN*5eVD-$)HEFQ}C za2$NL3A5^31rgl;^-EW<<5y8@O|f3$gB}_zCqK(0R^jhI9^4c}%knLb+w3itw1Dq! zuc*%XJTD0Kx}7SclVb=sR*cY{$*bU&CE$r7uWD9PyUz$!UbMf_r@acbiJ7e#%;SS) zL+VmT-S(sw>?($x=CgT59{2Se%C60JbS$@>K0e|Towv-*d*&f9jGZ1Fx?c&sdT|!V zi=V>1x!Uog(dUm35|+b@_ahTvfT~UVhFvIwQV;~K)BkZ1TJJgv&=)NmVdmuQx!8Ad zYT;j@%j=@vLyLn&jD16k!(|H1;Vl1k&L~b38t2W0CZ(eksAD!Qp(>J*;Hk>-?=PKR zNrw{TgjJay)DW$}oUY~M&i^jw9nu6ua@Be55^OwS^oVTLPY~W2JA3{y8@UT16!CaTzr$bfrV1|53qL@;;ya+6!Sdi2O zS<XChp-B6I>(`wJ6hEx5 zVmMTt#rSmD=YsW$)fYcx;iVcDM_HEMhOW<}MyuIy`AH(k`Uu-&X8?MTB#H^a1)Saoql8v8Hddme{)@8-J=Fjyr7+MyX z7<3QDgX^xHSIAJLHyX%KX0gLP{!tzn6TvHD&cdYJFNG&2COW^RiH9=0N5w54&K&=L z47!~0E~qu=&2^{eo1=KeAQ`dOeDNZU!=zUdf(=Tu!NNZ?ZKsY8MwSJ%m&lo;~;Wml#zeLQ@c=O(+lOOSbVYC26 z%I_eHDBXAU84Z_O%71?R(X?;0$RzwCx!~~nn_Y0|)UfY;7z`?KWLr7TxlgiQz^EKK zg(2%{P|;$4euc++CL(?dWk2fphBlc} zC%2x+I6AK2;!^49={e=ZhoYgNp!m=4oa{&pRm*q4rz}^hhWQ;D7AHH!BeBh7T*3Ss zRdgE-b9l@CnUg08`)9=n0=N+#{F8epWFS0g{)Gql3xh?cts!RVI<&)#$Ed%~VC8yW_#N_nzqKCFTC>P*xXS$JHbkcqweUKQ4+rc@nU)@)A8%l8Y4!%XB(3`s9`o zOCuf2OC3xj6$I*Na)542C3i{PL+LSlN}pV{{zKol)UH&S78ppPKUipFHPdEM1P+=eT-aB8MQ?{ShA9KgR^2RJjp|CQJf!Y{=Se7Jq`|2@8;UJh%6Y0*PmA|!)f zh88Ut*PlwSD@|N^YQl&7bSCiQK+p;fUAR_tfbJiD!`V1RR9;htIS(x17v|;@I<44XOX{AhMDRnLI z(nftbv8JQdC=ILIuu25?R~{O5rF<+j8|w8IJuywP`)A;rZU;_l1z_JJa|*&#=VLnH zlC%x}Y~S?1k1@7!mD~STh17$G zuc8zrmtEO}#tB4QY@#F{2-%DMe9utj_c13*eqG8GnhAi5mZ<=R?nB>U{*&5hdg z{4E%~L zwJG&aG&EwUXlbuSb~)&EVD0G6IhEy^Xr}+-ZXWeMO(=9lr=Hej)eE%#nqgp>9zcUB zVvcUUH}ADiu0lE|X3JZDA>4X%?Cz0! z`zhH%sCZ^X=V$ulgCxed0>pC3P8)NA{PI_#`@fS-tsI?KHOzR2y1)H>=fSNp9vsBD z-tgpJz`t_U)J;ZAI&{O`JbZ)EuCb}VE3#cFef3Ibsg#+KizTV$ne$?L?`6MG_fyl? z-&mRLF~7tnWX4r-BxH!$_{GDeSj{ySkBpxV+`W{2Y|ng?T0<~oR1rG%Afe3~?ik2b=4z4TJ?BH6Y_h=XB}!@~Q%O z5yY5Ndb?}Y)AI}guMy=M#P;G4t+>8iNA_2MwGIUyd$%-WT>CZtGQPsSh}IqB$o0y3 zD+SEtz4sC;=0~ZdnOlw81-;@G)!EaHOP}+t+qA^^gPD>U9*Yw)VjEO-HFPwx zkTV7S2=5DSw7Qay?pU;9*evX>O7qhAS@gvyqp+Wi2Vl%dw z+mD64WMKD)uTHnLOw@mvp3BS)%TVg5ezAb6PzhsFy=^9U`*II1hF`$_GrFSfXA+<9*p)cWVtih$^+ z_LaLY$Ar6>TwqQ>XO1RcfyNtJsn+wj#398?FrY}kKTikp6oMO^#v$bX#K^n0qUG2& zT}dizP|(WKuCDWx={=kXmajTA{OL8Txm-TXA)rEx(YE98WuM)mN`rG{VV2XDjY~R* zq@P(cA_+72oD64_Vjx#v;S-ZIEza^FrfuWMthk!{%r#$>%7?n<(lXB#g|7q|8jfUG z>)=Lip_dI%a~~Nc0w^2LJk6ZVz1PrLuCi8WHeZrK?Y_TK@||grsVGWChR*<_dTp6e z)x)SKBh;6KN8Y$6gBn1&0Fe(@#lSLE!VDn!n!|x>$EN*)9);hhLe)in&TAc5DCrXW z(fAVd3eVPM(T5bIy>@d?Vq$oAmn~J&$wSk9j7C%5%ou)dnM;mt%5^DXgVe4ry?bi? zmFmY7CFo8`F3DDsRl~K_+Zve5tGao~hke5o5H+4M?TqeRI(o5mE1OYE@)%r<8)t34 z4`r#cTQ~V_+DCC1$@^`FN82Ld&ey($%>td)1WnPkB63nUl`6N8Qhh$H>2wx_rqwG( zO5(j6f%@zn;%>W-D*G3>{P%tyN_yLUZ;n*JLgxsLE~YDdv7DJr%ndhm9L7o|u(mnE zAe=mLqCTfdduKi_q8LByQ~cIA%6R>(sJJu1CE<#pvxFmd3C1?rI05ov39WV(CG^ae zSML{CP74+?n+=rdyuPB(rova&HLuxDX+VCX?o+Vngrt%pRtbe2PnAGsv-q1-@uCiC z!Lwh5P8H9doW@pqb|8-~!=TJ%kv8M8>ROlRK(Ohavwis-li6mKGfI%1u)XUtkG<08 z&#fI&Eyc;|IR_Cojhe~4L{xO#psj#n-D@>_x?XJSRTYr;EM4|s!L{edh6sxJ%7iuBGDbWzn$OTQsJT z&irWEiXUe45o2QL&2n;#mGj?dku^#;6=YLf?5Rh8W$x}P`L&k$=$5!U-mQ1}7xk0c z%8CY?jG1!^C&b>+76@Q$V+q8&yo-~;^l{@`xkvT}i3bACdZP>sYP!f|XFm(X*`$#Y z$zbfG*4{TCpZ&sRVk#q``?k>})Y`34{4_tZm#2tbp`)knX*HhJGpEORd*)=XoVku0 z23D`_ECx28LB-$Hq~o&SN#^qJL}QHo-)YFnFTlX~=crpNvO9lc-*^g_lVsB4|Kc3p z%O@$UaIXe)_@Pkhg%zCWe$(PpWz;8U7k(u!CLQA0Wf>F`(-?VvpN_7PqBcPX|0)?h zSH<$VhASs`i0#{j4k;yQc%&gs9}$HEnN~{5lZi-fG00pRJEvW*3jcGUWkd3nuDrhOZ3mbL6OoicCGo%|##1z8waM&XU$K&Zy`!2Uc>@a%Z>IIM z8{v%`Ms8$0R*!-R2wbiTvYuqWpT08O(P&p(t56oiT&Y1KNp?=o>0v625z&)~pYB#p zVcFt>psD%ATeF=V4uAiQ;eqk6`)}IvfBUih^XRuPp1eK`3>UBekzru`e|0+VGkFll zMzZPqAlWVePzb2ByS2;$0SM1>@lc6HcqF@FbFtab6pRIdH_JrCs2noW7L7oQ$q@IS zwIWA02L|0mm`8OB0iC|+Hq0399UUyYulDQuH$m~1K}FLxRK>69+TNpDoc`ui$Vr-T zSSoKpks!d2lusOJ>&hYP)xf8vtzg}&4CQ} zwZ?>kAEBBQZCG( zxsj?0eyDBEl&fgFat^uLEDaCn8kYmY=?Ft-^pG5N)OBlTLGbwW&#UcY%Gz-%#8oW0}t`zHkpIp^^O;)-7U`sN}Htpqs@fkLAGWT60PU#sZ4 zcJ->kx6*g-F8n?1?#6tZ3@FS8GDi!!SF6&}R>kvwq*dz4RN49#c)W98x&fLQ1T^-D zjsmDfq@qnse+g$uMzYbk>_Xv0z&tlpj`y`F4r}3q46Q1s&Jv5!!c#c*YC6f3URbIp)J%CRz6*!x1Sg6Y&|`NIg4}nL-#U*>iN)xS9g4I6SAjY8t%B?m!qkF z48IB;J%RMPEgyj*0IHx6aM~nvmX#gkS{jmyxm$aNd9a}r(958pD25MLnK=Xky>V~S zpvvuK)K#3ROaeY9_-+a@t5jEFg~mBdV6ByLPqL!#eibEm{7%x49Ij<7=xy?p17-+y ziSB&7H_CCxa=4_WX;gW6cJ1@yNL};3>Z(VNA2kN{KUJ+T_&8t@Y&{;F>bkkqB`V!e zpF9*l5)acSM+(u9kwx3aN~iK4eZ$FL@E2-5qwj<_*%1>s>VBk2<~Vi55z6t&jvubd z50?$Q*{7uVw9TwLAt^C}W$maYK6)?N_tx7xIzB3DhQp=v#u}5_o#aaoEZXd5t$3-a zDGq|axd-jLVqki$o&5)i6S?cs`N56e{6K5CEcSG^a3^+}qxGzK%Lit*7LG^al9C}g zn&lB4xkf`VL*`pcC^nsMXA~a&Y3Eyh(iBA9wi<0-DTmM}ZV0(mVtur!G2X9O7Kce7 z=wO%ex7VWd?T6he_}5z54Y(ZGu^Sg7v~IHh$U1`hL$oo&2W8bNDDAUtc#}&e%a`v3 zy#WOQQBs4nhSX5Sqd2_q7+zb3gKD;gHK$AUx0kE;a;T`On@H`4DW*5pDqE<9+9Gsb zryd^cwE*zRTx?x`9csfLhTV@2W(18W?M)oNOz&=yn79Rk666I&!SUdGn$C+wGl?=Z zQWh|I)ugLXgC)v$<~xi=;Ai%K|2|MLRe?k&5CJIqHJc_1&noQvM_P?wXeyG=PNhv8 zCTN$%z8MR+tne|ZZefA|U(&L^(s2#6ZPf5lpI(^`7otba+Rajf4UFE(K!GJ`s?0-7 zL@9%+Z)53>w(CwZ%$R!Qv^l5$_yQ!*(#)k}r^;3|N|Rrc;FT?I4oO+i!!*%xN2juM z3vC!U?^a${y;(kgT%bXciBY$M&e3p^Lo?e8G0OC1xtX=1>7B{!@$sgcJSH=ek*vC2 zHoyDjc1K;T2Up|WcAGdD$X^bbJ-5F3<7v8;KD$oj)x?GVGIp6e&OU@gHM39GaI`%w zF>eU!tDr(OmAZGLBG3*pxUpm~lWPZP-_ua5=-B!)_?>3+miLiRBd>zU0-n||&%cT? zpWa!O9g?G9#s?_8wgsxr+2rF)6Rj-MZ1G z8~jkOM?cTVE9?k%X%rw8}>Y2)jQuIz%pdlnVvPt3`n`7(J+iE$CSsSLfS z4Marm*KU!#+SQ8@bS*b}kfN)CLbI8~Rsu#Cv4a+@IQA77XYXgmS8q??bajX^zP5q! zcUf{myF6Tzt=0g|$&~onRuv7$;-UBeyls#Z9rWd|z+lSdwVl&r=6w?oGC6kvrX@cBth8w)uXR^53_u1@;+lbrId6?WT>V$&GrhW>d^d+LAHJ znavtKh}H@x=dq$f31)SE_qD0a+H~{r^K0MuDR6vql~)AQ!NaB;#1WZr1mFp^G%~d3 z^?nhgH5pCyEsQL4bF=G%!pfR;UD>#Obs~`p@5N=XoI#KyH^sXjMw%Nuk|~t(Yaa%r zaZ3#65__-F&lDoP-2v^Jfps;f@>j+9CN7b1%R)~cB@AZ^uv;9AoCeu+HNF==KNZ?; zG-W7A%ta_miQEA<9w#Pl`z}^`F|B5v`>E^7+?#IKllX)%BrT0@XW9M8L@*V4_IQVE zZ6gN3$F=1ZA$@I1_lz*T+Miq_CN>UJUo=`T_@aEnDDy@(wtRYedP*k)C8=Ced?bvZ zHWIWq`D|s+TPUSITH5hCT!A?Pe^CMyV_?O>}53w=_eO z-yL$7l~-tVR>6>}Kz4|iI&r%rcFve9Y`gTo#a1bMr)=fU^I0kRgX2QF|k{cd( zu2xb!^olrzOWK>lK95ejJLtvv@;W#jZ&N=gM8BkP-K3E>D8TEXs7RhPz z`=`ce4ZMiHi$`5Flf*toww-`cNntj5V4lt&md@?_Bzc-4JEC(h_7_+N3#Z2$ODJ{a zTrD%=(s@ZYVh;2wK)%t&IsN@l39@RpPI0-&10K&FzVPBxQdG)hVe8CxX)exX)E>t-bHSRs^MH>9NnjbTMwjniJ&8}5^%xTga0yTnBMP>9$ z?(D0bKSq!^)Fh|uak>3+T&nI8)F{dhAYO|+F!oO&<}_~9v`2+58rtHf+k6k!LMUqf z^BT52N;G<%Yby%{9Z`bvPQQ%lN!8L`slPdg+js^$pv|`WRY)UyEPmHX1@Y~(!A+!m z$XUL*{N>E4_G|ytlnLdS!xj9jEv;Tjl2mgbo!FhDsSZWh zX{ecoLu;?WV8?i!_cV-a4~C^2@kzRmT+pR-K=d&XZ#zGWUQ*CZDM>A{{rxk6$=?zR z?p6c(;bKTg#s$^DkTUDpncs&A&*V;0e7fSSu_xYx(;N=@zjvYf9(oR!nDFVPwA6UF z!7~!bET*z5VAM(=y_y4gI&ZL&n23iZqd3H1XEDQ`t4Z&6LK39*7@mC70XFMao&+6P zpqfk}M!e?eP+f3miU7*gL13z)+%Mhal9Z0&rpT?@jM9M8bH3ZbZsGX5a*fQobrO{8 z7Rsvj?6pQD!DzcT8Ui6rr-6Jbj??e7wPeN+LI#PWe~*0J3y1X|H!YG5_Mii16`D$0>aS^= zo}x1Qo>M4~h6)o$N%pJo&X-RZvk}(d4St80gM#pKsAL2-LV#SUg#_sZ3qVE;1lC2< zx3@US&~<7MdCv4`r^6lEip{5+Lk&hd1h!(zp000h92)6|j;I(=Gx1-yJ1#xa_1Y-& z$+Xp5KPc&1#AycBR`gYV#63jn7!to$1p;xDGW9gsR}HHs>ds_|Ymg6UQwa(Rik74* zJz27eh*s9XCE>n%$3dQWmu^eP6*4pSg44!5!4*)7i_)=js_LY0VK->K+hBNBM%@1Z zrop$^NUDt|^%>cQ&i4PZT=;D>kQe0y>zIXZ1$uvX<;<0vPF!A#8woD2-tUPNt={#g#m`OZFffb~D$YIEIws`a#P z4Ewf2laX!6Ib&D>LBQ`wt&qO?dj8Mcf^~HY?$3MX!!N$wj^*hH3J7?X5vNx8Lgz5M zt;P0woHB=gA;gH1EpvUjEC}qdrQj|)F4}Pn(+Pjkdn+=?#3y9audb8WRvgMTZC3)h zG5b^wY%P2;vZb}j(xviwJzyZO!U{@KKZJCt5ekT%ehQfpIn}$y>^P$kF?Joe+FY&j zE$j>KNz!2}htlYSW~%Il7XAv~LkRV^l#}6DpflP+yPyDSFd#e!&_{ z7HdIED6^*84?j}%TMd7pMBEZWuh1%KPwZlp+y&dK)w0NRptIG$&=JVf)4(?3!mTT6 zax60LnSzZU1YX*3Ft@$%-t+GlZa~|*5tAEmAtfO7)&pS2faWXM)Ce5xOaI(a9Nv`{ z9J3hB>rxSSYdzVCzwxg&QUd-F{{%QblD2a9IVXBQnScp0D6T*l0c395I+1`^@UQ=T zxC&hQs2`I{vzE}2Zonmw?dt?G2T2d!V$%eyKB{Ag?a77Unnu!jrS|+Z02cR%G@WYX zO8Yh5>dP8mAtWH6lunh%=xZuJ?f&Xz+4m($AciUOjs4I3zlFZRpXBm^qCE75+qin{ zi$yD^rld5#K8w@Y)*BW)ZWqgI%T@;y20jW;+wkiDr^nuPym4hF;Ij9u!P)>lNr%m` z58HqAh7vabBBb!iLn-hAGAn0d$OTT`(dEFOKV=n~3V{t^{ipjFHNMPR^GOCIIu1=uP52}vrWvur(I42m@fvUZ^{&IGs24GlIbJjy)9}5f zy*2yy`;E7s=D$w!ZNZ!(`HLK?-g%5Q4ffspspxhpK){n%w6k@IM3QLa@vMTKvFa+Aj;lQIoK2ttz$6g#k*~ z4?)+oU06pkL%ehc!S%$x_`~=QZ_GAM_J~a4)|g8zkieX5(=_!Q^3ol6LnG*PuN~2- z`;qZ1+ikR{1c(mVh6MqL<`rGKt>-m{DRL#Z#DhG}PMXJU%Hwxx5D@61ZlA(9{NFCR zyHyGwME+N}5-A4b1w#wN31Z2Mo08vE?dp7k*Cs99E+1Ir%{MJ7DL`WZqW_(GMPW>g zQ{kI0JIBNrBltJw0KdJgNDc1)Gou5ckQ%8-zlDk5ktg!f^EKS@tmkg=#k1=B2 zU^jUyZ)%!_6_7P11^{iF;(c@gZspadX)cCM>L2;ozw;lvlQ%Hmb-F@-8Ie;a(eWx^!w~g-c)- zpNlYax|ZlJml?h099IaN&UpTTLsp+3LPA<8^2l;gt8uH^836c2vJaiVvo;%TYt^|& zPw73mK%cNrfN@Iw#Y)X+?o$eR^S04)F()q5nBto4B*k2kq1>T+O~txjI@!zLult%u zE%DBl{aQIcA>EwNWogwX68@xxfwR&I$-X^=fE9xb)cY^8i@;bb6qQ_ZgW2> z@Acc<9=#B&&9bg>$v5K7UXsoLHa?ll<{`$)Z7qver)Ed2p1R{Sp8GC*WzuR76&c0A z72P$@Di2%&Xf>Hh<+|BH$Im~!&u={=nX^@aaD#y4gq2rrw>bBfvZu9yo*v6mo||fC z598FuW8n0z&_Xh0Ye(CcvYY1Nf#$j6!JB@oz4JQ>?3VHcdh~%w>_I(!1j(kiHBEX0 zcPffonhz?HA2-S4Yo^3#Tvt-fc=X6=nj7OOz^~WtbDC}0e#6xw z?DjVwne8bYm?s?yq%;%+09JCO(zw8g5JZ*gG!!iV)EN#-0q%fZ*_E)y;kmseui z?rj}u{79Y3m2-H|JmB!;h;kvj&ssn*THtr(UPbYrw^l~kyZK8i_qz&=|5T&cEc)!q zitn?dCzc}>UnK(7=j$aIzHnuNm;-OOulii(Uyrh8$IG@V2E1e(5yaH4M`}PxM1Oj$ z_RT7EEj^K!58{Wc*l~_1l<1gRLwBa@LaI+cX=SN(_2ml=?M|WXm&3_*W}PtSqV+AR z;^uvA&&$N)hqp1`pN)K8F5kp9(^+QzP)t%R@Lu=yh1E0nPv+pyZrwpSDUl zV)LrO9J62Qc<3w}&~G{tAI*Hru%cj>*XTt^AVRR2b-^PSWP%K%@_T)K6U>OGfkfiZ z>aSB6`?Y9(bwLu%>Ic=Ex@OC5a+ukfy&4hc~V zm%v|D{e^51!VuUZ#>1swB;y4&d!e8buH|G@K5r9Q)V@O^;MA?ik8lT(xYg)a;@b|t z8yK>ALGtp{Oy6~OIhA~vB2!Z)!9qkWW*<08qz?YdpZO`cW7MTKV9Bpc9Oln9-R3Mq z7EYL|U|zHG95EZ!ntS0IPs_^FL$I;1gBBZfr#&9SZ1 z7-M|zn~s!mZL`Bm4xebwajuls>|^6$2T_>uiFf>_vD&tYksK|3Y+$Bk=rzHaYs0mW zp`77cn5Nj~DN8KxT60J~V7Z^RZv0d6T(RU)JwghVjTq2averBo0JyLOpiH_>e2{~+ zGj)xL?Qx;+mO}+5S|51oK?tBSZUa>e@u5TLhz|y=LIRphl7YY%xk*k$L=Evpb04d5 zoh9j}9BNcbM@r}o0wAFOLdo--fjYJL3waXq;y%7w+%m;e&u1!jrx_dH`Ds#r9}k!! zO#M!Mw-uMp3O3aKN}+Z0AIkHR{*mB6e5x*Qv9#u(tvuX(&+%LF#^#&!G5->^1-zkP zafc9zT|@&2Kj_$JfKf&YX-G+r>1p2A$`>HFAqzjj@Ko~J7ls7LlMR?}7(ERgg(Bpb zHkKIu#06|F%+Ak?ye<9IHPdt+;6?iS7T4R7mmn`8ytI@M?3cs?jQt%zUXpCkoinLL zcoc-P-x=diVTMA5+v5H>Fzl)rzUzd)%PU|XF*@4~&RhSmSIX+^!%K9avIkLrMBF)< zIhzOhRLKq&jieqAJdZbN#W(dGy|dy7#D@Lo17V@e%g2x6ZU!#|#pEg?8|H%V!A5R_<17*IAE zD;r)<+JYAa~CYXLY*-|Le3Naes86&@m} z5w?HuG8>%xfhsiWl3Yoe#~48B_=GtB!6N9Q`(=JqlKMvaa$rc1u|bhF+ig+|kLMz9 zVusJiT-DSrnTKu;thX*^fHWEj_+{T1DOiO>w-I_3kYs;mdo=@6S)@~;8U8b8$Q^ct zT!O}BsK&j9@G?sv7*(b#uUQ6|(dQ3Xk#e@lIefMRHp{PuZvec&`l3CFOoczz@Vwq8XTF zg1yjg%av==kpj-e8g>Kv_&09Q!=&lxGIP-JGf2~c{5V-LU4Et@TtWk1a+Vn zF<~I5H1UKMBx`D9{ipIA`&E?ImUXpp((6Q>7N~PeYNsNpcpfb?vow^npM_Pee8Vy5 zt&S<5^y53mD0CD`%u%iR(3J;ev`Xre zTAg5Zw6TslFIUNbc`l+_VjjCcdUOzfW2qE69<5{fa53Gt$IlmN;|AJ{D*sLv$mD43 ztoa26ddZ015({lHNlA`c`NslI>j40{G{J+=b5eDMtS%@dM9=TxkpKwwuoEPDxq$1g z%F?b8%*H%8eTo0sW^O}5RUTBy-fIyrGGhhd5i6 z3#g|At4NzynczJUqPmkTt3F71@OP{2$fq8T@|tg7Gp0KCxB%y1pOW-$H+r*zfFWZ~ z>f(ogQoJayQr>$J&zPOl+!nxR&ui0;9T&2x-^oBBFanM)^-jraTHH08#%R2^CL@() zSe1p%^q)U4mpAIVGj3r>cz-wQ>49#Twz8i-R4Dt$54|pmZCQ{ur#2)c1UdIa;8iFL zHlh+65U@eP)vMs2Bs1t7{mApPRBvBx-p*$TV{4a9RT38W_L%lEPpxY&ycDb~1r9+f zr*gHKpEO=sPQM!po|2(27*%pY;sl(dUW)HA16UdP;Sg1bPfxi>5vp|kp3C-2cE*Hr za=bRuTWipOA2lzqDB;Xo)-|L8`O<3Xu)uecd*(6ef?Z^qgNDY90Td~08Qi)j+^SDc zSM8GJ0kt7KM|_dq>}RYTkU}~cimWPRaHDNXqw%7<608OzhExD)GRlZ3RNaCsjf$6d zkYl-5=OYk2Wcv1p6Z@R4TJDrI0>QiOCm*yC?sXqZ5+|Z%AIa?H@7|lXDch5kAoVK+ z*pS^+_F*;j|2D!dFbtE4WUEh|&Ca`hLTVzEC^IULC8({fmA_sHe2aCdL1=+Xna|Q! z+X+_ZZI$+JRh4R76Zc-w*TX$sXt3Tz;l|4${pKbq*{q-`^S#+MLoUz9&*P8b6V^U2g`#1O`UTeB0z5wLob6Nq=CeRdgy% zCSEXQ`6oE$&M<%@qME6*N19p!c(R8b0S1wzT=K2kv3i*Ku@GIhm&Y9|CBqn0$ktT# zjZRmoGlEr@UztIlI`iN~E-h|prBsLI4;>e-=r#^Tl|hRP?td8^#(0jEmB(FwfIj0? z6~yovOi1%ZQH8-RI#yOWEnrg@YCTdGqD?L+H7c;gjkMw7%Kje7VHAXw6z8^!maO_< z^&m5y!=*VFF$4&&!D|U^>cYD(6>V*D*I*-a?$>8;Aa#Tl8U~$n26G#YKApTpom!}^ zh%hZc2hG4eTdj!AHMtNw9a`Pc-*_y3-ja$=*M=SznwOo}1xT+0a62r#_~#^D>#v+3 z8lU=qCCI7;Ce~F#5mB|Se%SfQAsUZBz4WC{xqgS>Ue?Y47%Q9cV6IlJa+`GD>#Pq( zT(>mefB3-OBTifn&5%#_#p>>o@}{~5*j)eQC8rIxx_q)vU+7>x7-1gJJi&pUliH7) zvdxQmoValaha(aSt&wP%Xb;dOY{&;gnd>d1X3J&sTNVMVV8w}o^V5Bh3cx|+&kkc* zt>J!+Y8L}SYXIM&7Xg6?j>z7%P}>u5=7lGy`|>czE;Y(FYrM_*ixzj?mcLEkvL+)42sx;*i5y_*%&n7Gt? zJ6eug9r^ERcHsSmoa%$li4b2eGV1zqM$R!|2)%hmM!5GMI}o*bxqK=}!irSbXgbV1 zJeus0@V|_5ah8r1@P)zw4v(g=;YpY`TBbm?y9!~jeIDmVmh7je1yTMcXM;D*I}h*i zQbuvr+g%E^A&u>kj{acM!9Z$kXy(7xl_$N2ld%1lE=cIC?2+_J9wOdWq(mbf$4`HP zZ!rOei0?f)>i^4A`d^ir01DYo23p)G@Xg`q;mf?3Wq*5XgwLIk^w|3Ok_5R842*xZ z-2A^F#QE0QSDZsma%%->iEBBNR%O^zPdySnPS|#`3y#<^&_N5hP;|Uqg(k4F+B$sa z2_9h%Q2sR*>Pr+s=cJH&5EL7lVdWttC>n?S7b{4|64G)R!l)vhp^|HUir$3WQ`W-} zFlUdo{2^0(V$*O4!21`Es_$F#Y6gV_F}!b*wv=}QcQ2YSnLse{~|@nfL4t{laX{C7df_(w5>6 z5?-qaiDPa>^{=jG$!}1j+y#FN3~;q7BDDW7$X7#Zt3Xg$mePa81-gFmPwyx5S7hC z$gxQw?k!!Av|$s>SG7UpqF3)jgtT$xE~uPN14#1;0P9o?3_cjxFOj#oa-Cnq^KA5J za8S?`1Pq~|yx9o4s_fb7>GIU*?(|>{%X%UR8m#OpJf}|Ke$pb{l2%)Tf}h9QSs8?A z2&1<5WAc;`E4(Q;B34AaWXUnEYre@ryHHcd24o57LEI zps7ee7aP)7vbl4af3fM)HQcIwdTJik(Y7cyXGri$-=spS8?kk#I`LJQvLgK{x-q5^ z>eCpVzsRI_XCzNrN4mxxEUI@>_yMS-x!8H|otnydae-O8Sg|^GJ9&8R>%)B4d1ciy zmq-ZrCCzJ0@?18X&ZC_KNk0nQX8Gv!IA`vc1cY^TYqRZP{gmFxHj!+dIj*#52a!I> zy(8B@4^#`sRCt^?dRw1$RZkM(1J%HM?aaTL6zxM~G-VF?~xIb6}5q zZV)uYHLoW?hM>u($#1`;&*i@nE(ZXP3cv}2pCe1;;raHwE&tzUt% z%`EqD)&c^%0OBI!7F$>I0AfxP$Hiex4B6qbOGRt?D^t=IsgK^{U#vZiEVLVjMFmkG z=4C5}xkkG&=AcC|7-}Dp2fq(11#m|E6>9DYv6zhBfBoiRlE%)eYR=69gCeZpLEGO{ zptQ2ukx`?!+fAQhs8kZClA4`5-rY)`8uc}`kF$!JhhEGrT1fOZrG!D*@_TI;1|6O8 z&a!!>nVZtMkrTjdD`}{rp_L&C|G;8K3o$~|ul}byu76GqlD>`3?J`RJay`vz1LdL z|9N&wi8!BIe6j)4ghk#^U9FGB+SvIlqve^&k+{l*3k!7;29q5rkOMNT2@YfPeX0Gj zyA}npY`$x^oDZbVxx4?)j%(%Rla8CHbN3vTra!9DXEzi2ZKUP5xzfa_QmXnX7L$j! z)Vy40c}o{7*KxIdBE*$Ur0Iwrn2-4(5iqf98g6*M^4u0*2iTtLY@>e}8{}>kay+ z3hE<19nbg+)Qlm5h*f_MElH!3bLbtTRK8BOnp$hGL)qY?P0ia`M^eZG?e)7x9LqCe z5zSHA>h+gNIyv?d`Pu@iq7KHXC|OoXca`ON3jhZG82yn?Mu7`M!aMB>uYA6!2^kHgN4_hEQ2JXjP1zJpHJ$*n7jLtp}eN2MG z7+q^h=zLmhio({J&iGs?mi^v85#x&XBRK0R2e3Fh=c+UIY`EJ^^yjiIS81%%FiH*H zoE#|D%P+MzuJ6#h<%I=<)Og9vrTPVjKX%aN;-Cogy)F9+>Ig8oJFPIDIg>Ppl^lNu z)-xbZ+3}q^^=IGm-+z*jz6Kv4>aHW^qJzoYQodQd7fm&I?VWBEzQv`H5RqyCi?28Y zsFz?LX@T1md6yE#S7{%Y*Di;2CT&TVnHV(PuZ^_-QT5!d?w4x#z=6=MyM{29qqzyS zF*ud+?{a;hcEV*S9>Gru)N>fXBne*-Qz`_Z59+OKzKhq9EujYd$HazQ$TG4vT7@~Y z3s`fLID$?YKfL}r{5O_VBE%7ApoY2qTq{YmT`vtLQd$V>a><^o_IYt}(XHv|!f4Sx z3c+rtteOvg*G0%}Egbanhv-=co&00@0xD>}+1~M={`r{2A(hcVlkFtiRh8$@t$w`C zRZGS$OCz^a+H*0`Yb>*I8OXRDV91)tFUgO}T%})cmBR6axRe+piENIpb(_GfPeTZE zQ#eosGYv~n5d|O354yG11Ga{N$|UQ05S7Gm9F;u~&!YOqh!odk20Me-&&P)Z^=%z~ zyuS_$x(ted&X4BNZz=MD;GPzk0hY0x%j>xZ0V1IZk&t~9k(cpx8KNYyjt1Vc&DJ!fAjo);y>v1dgzvrt~B-oM8h%E!}K<_chlgxhok%2x(TP@$J4fPzmAY3^s- zzVUl9$*H4f4)qc6nDY#xhDH3ULHUEYE={hoZok(|LN@`4JO})6U4F02Zia498g$Mr zpuh0K*d_+r^2ERbr;$2Nj08F=Dj8Fk^>=1 z@rb(0PEVi7LXglt3c25|vp)nbbu^{xOP^#l5C!6ZNzBo>VgN!-bdV7_^q+BXHRBti zPDrxBqVbvHxT_`vay;&yQqXByXBYWR_gZ+q1udHU4Floc`@=#T*53)@yZU|)WH5v8 z8XS_Rm$nF@wY`W3%qI~wLU_Mj)+wV_slNXTZ7bQ>kSv;+nK=P-h-hST9N3;5;sd=! z4nb7}g;OZOOftI$l-rV?xHg_#9wDr42hqzQHi<+_;EXc8QY8a+e3ydrEa9QhiAHQZ z%5UOl)i+Jll9q0$WlGO=vL}iFdoF=$7hl~;f^3J>Ys zLuK~_pDJ%bYwS`!ijS}#o;4eZnWv!Y>5P%^XgnQ>=%D%}nz zQ(4U;sZ>j@5P5-W75@0)b5m1N80Yo_tr7gptj~rFeQRO=#i?Im4hSpyfMQr;z)x+Gvc1?Q9L0e#$mfmfmBwSf}x%MksW&bs?N zcjrfj)r>IFAH2UoK1aOUg8M7XxWXNqyuq$jD_5wShqI+$Z2h(7nbDMf|K@f2!UZ4+ z2n&P}<;}lPx{H85SxPv+47mwauI3SAmqMd*TNlVVNd$np&PFz8&_D{aifQreK%aVJ zVBs)OamAq@Fp_Z)9)yHuAU=Q(?~m?`p)#CDuVcAJe3xG3(?JH+j`fZe)9RbZ6y8S$ z<#&*ty!dX8dV(A6VtIy|yfCYG?x-I4ZL(punxo1y_M1u&xevq(V48C>A#QE{z7q)E51fh`0ADD=&Q!GY*zvv@o|?%ZBg&eYb9RqlKLHQ{Lz8h zjjuyc6li?RxUTQNp^F+h$C{Dj_p*q;CC+U{W-c!46T;i>p(y%h2Aw=wQ>IBl)?`4f zlKhB11i%5Cg!lJt-)UTun&Sd;Z%n|ld~jmrU@?`Zq_9@#5YSCs=-RHYM8cTrrYj@k zUe%!Dj2%~h5T*c)$DdKejoyY!Kcyv|hHiReaEe^EK)75+vH`us$TLQ zDaWeRbGyCsmwfm$kh;03f0z7-wIZi+M6iR?nwF#O5^V{(djrI1+_GOH44v1&vZhVg zL}kCi50u+kCq`S(sxap56$%%!#TAc7Wh>-0ZiSj!@9S=bC!?KT>Pl1ZF1KCzn;zrA zjgv}XB=n=`{`za8B`(fVEv}g;lzZ{VC{oX>#T8=Jfi{mcYuCa6b&_-%EUr}ItS*nBDw`zL z`9hK$ingi8?p>{w|4f_5JmXEK-3|f?c4HIRtB`HmrQ@^cz@9 zLXsLgFQKv^?<{m^o>`Pp_yqesgQMz5mZx{-gJn-#x<_#OuYBWmn*No?E!;c>QG?QJ z{+E=eNUTr_)iA8t$WJx!k0rAy`SYf_^@ zq(u@p7(^ZVOTUosN&2q6PjG0*N0cE<<^l0_>KB8kk&G=I-!){LTe_IH5^e-3Z$y>s zvMjnE&FhQ1NgxcU1Tj0L6qn`e7v1ST zI)NOa(S~J0Rb`CoVO%EKA}|dZ2m}dVSQ68`uraP{76Ow5=33zkbzzi2g>%!c4Et|7c)@qs?p009Nos2gF!ZBNVn>7|>g}R?+VZN!$k{Hb zS+J|?=>0IJl!`M`SAPjsu`fp{yALIEVv+q1d;@PE-Sy)q{?OG3aQE>O0NOtm4Ea9G zYvdq9F!Ju1WcGZ#Gc}Pr(y?+M*Pr~8d-V8R%Y+LeTPn!LOuxTswkn4k)rIC>OlWN* zsY5U~Re%55dC$lArEH;ZsD)c=uMMh+5o&%GvH9AD_7z2`aev*XTMBk_T(2K6WJ9^E zgFN4iNGG<1_`hr`{pYgYJ;tpgRcQ1K(I2gVP$?AJWSa?fgR<9*C+0>nn(kS@bGL*b5f&dHT3Il&>yr2i}h!i)_`%^7R`TQz6@2S6*qP!ek z^)*;c)(xSGQ18<(F_svTJa``xBH7|rXL{6lZYn+(5>ebz#kt=JMat5Q#WN} z5bXylSzRBjII>f1&y}^&s)9>HOXV^TbI5 z{;c+ocgt-rBGy^z^rFe164@k@2i6bKYOm5+EE`jQ7GhvwxeRl-XaV!D&5(9^n`r*bw|5%x6}*15>P=dfY74rgDF+EiwyO>q-`we!96Eto)L%Ls=kI_ z7w`G} zpFX8eO3WPj2XfxWaI2u`Gi!Lv=g$iLaB7z|8}|Ww(dws)(d7OeYAER7=OAbEUzZ~- zTUv>4nm)q{aMjs)g;KVQnJY~dK_E!Tmw)6ma(Ty!A+9Q3@ySwf z;HQ6u@x7-$awLYTyBjn7x`m6qbYM>MQQq3XsQjUcu5|ewnU{f|{%v=GR6SMut5@2u zM~Z?*x#SA5b2~E8f&ae!Ab%k5?`b~8|1HnpANm$PN*Pca$j?XX|Nh_o2hIJ@P5sVm zj(yFVfA6r0;5y?0-GN!y=IlSa?D+KOWO3&klbxx2@NNlgii77*K}o3<+$k@5o~MG) zjoJ0?2il^__-X=7r696yZL>@Jz{JFFh#(YPhs_^>n5}AIs`2eg<={C`T6wz64+Z|( zz=9po7(pNU1D+qhm<1Z}r1WhtMEiMm!gh46flKyIxor$GU7DoTZhFnyUJ4~rGZIFI zw3T38S(-NoOyv)t7l}U$pcdiu<#{c$yXCr6_TWp{q;HChA7Lc)>AB05;gyi%*9?2> zIT-%E0SAl@(&K?Iq?$SvS~^R}Z{kTi57)Ggm3024fT(YPT_}P(j^o3J4@ki19=EVs zzZ=usteiS5OF{84wmsWSApK)jR#r1KzuZuRaRwFuXk&<2#JvDeXs>r)UxzuoF&&He zJ)Z0v^70dKcnMEzj21|;l@Q6O1s-zCC)fOhR3;c`8pq}knC#7_Ec$P#jFc(QGEwIR~}i>THn=BcW(V=&q(9MF$8H*Kd4&OW95hNL6MC`X$DX z6?Yr7o~4i?XkJ~`7Vob^HDUoOVN_xw50a+^iQS1#+(TDPYwjR%==}gmAbOQp6!Wto z&^>@*ICT{}o#DG6Ur*@=rkru$mEzvN=U)evUj205NWlsbuT)a?iw68Sf-zR!uK`f7 zEWndlrq38X0=Wjj(-G}Hypx`LGNS$q1{|mulo}>~h>DNrMtmwb+Bq8-z#*MFU{NR; zW#ZC>YsipO-YwNacBNg1K!kO5 z_CIcUE%QUw?cPY?{Z0g8Jw-d+;oW>!xUqAy-n?fw_U@-QxB}O0r)4Nr#^Fean6$LC zbK9nXdNl-wj2*NG`_^P`ok~kH?5(<8mJ8sd5^~zdhZ#T4kYXc&^|#Awq+D({hRjNh zhz$7y<>S)kogqjM>3bMx^IErs;h`EPyc0jnATK?Z^HH`robAL}4Hjb6by@K5ELp8U zaV^F^h)lkae9rYVwSQW8CuwsOH}!4g(kQ>fNShmgmGX5j^7JhRnlw+u8?~N)JtB7s z3qh6PF>e#WY)vh9M#R=aMjUL)%~Dt0*%5#fBK{f={CIUnOjOR4G#pjw zPT|@R?{(T*{y~X(pCdN-P@dqj{SdNx?=qB5cL_h*_|&_xXxFXd zp|x7hj|;o9DwYOA6H%v!%M0BQX5p5eXb^gdwJti+2UV{aDwggk(^ouIevKp%nKXqJ zZE*Y7N#f#>6Et2Fa(~9uRZl?p~-BYlbwDYq$l&~pF`7NP_`ieTj>GI2_wK=!X zzKgjJ4QN8X)NiGTXBjG?L0J5I6`vFvn=$vrToloOs0kxl+T}f~eF4m&GoCXCoJz4^r|#EFn2yMU!{dZ>m#j}X^qSvH?PJRQQ?d6AS}(7) z%{!CWDC}gpO-g86%ZXK*(j}d(py><>x4nAytocjr{=kM^Y(f3qh2omuDKA!4K|z5? zWy-RR6NqyInwX?9Q>x%(gDp2wZ@V#?*#=5$&cJo(D%%d3CTrw~cTwedcZ+=@OzT;f zufuew{b(p*mg!5VOn4=*rzw2~BNt!D>=wJz;4I@ztgcEv4%DPVj@wA=XJa^i+ya`P zgWi`ZevFLt3Kwi9s6Fq zgPb#xHB;mXwYtdtXwerkpt{%7A33PZI~q;(Ati;x+#+hz^^q@tVf$E4<6?^M9~ESH zoAB+{W;LbUEpL{=I(@f}tt#XK#d>p%mK?R5{iTTJI|w*82Dt zilOb(?n~m4m!JKN`3Z_J9LW~hj_n3ul!jlf!uQLrE{r(U zakq+72l4%er$zhiZ&XzvDm(_+D~KIRFHhg!c+X9nLJk^DyB>rqekcC}jtoTT@yJ`5 zH?yl9x7L0WcZw~idj+>eA<@V2&6A8(C8shVP7!F3L8=%Qr>6q2zy0Z-(@YY*;?OHi znu762eD9JK#M&NQp)?CuJX35pk*GOZBz6cyiHfYmr+y)26Cx7S2E|0*8qR)}2 zZ!0RvIf0B$_c?u?h)%8LfZf#qt7#R`8Nlw-azM-Icb3LCr<&hi_er0m;C|MppPV0xg7@jNm! zmivg5kb}-mtbZWl;2X5f+2HTmvm!&uX#qzdBVPLP4K3aTBozX{BSBDJFrY-?!P{DxW(svDHROgN$=>iXY?5K3Leh>PqFTifOXP$`My+xO4v0Qic>A5G{Qkb;yIk;G#(?6PXj=ru zgg#_dJ=oBxg$rd{Xaq>+3bI*9m=-U#93jQ;fOl6_0$G%PLu`u#R1W1kPjP&m?;S+SoY}$l< zDE?j^2%ugvj>X6D=Dlo&gqPbE1gAm-?T%-MaH6sREr9+n&`XmesH=qYkT!xkMtFJv>~uNHB5t?= z!}s?dOY9(9;9FT~Yse9cG*sdpB(IUTI#Xpw#^yReyxN)telDf+A`lU>dk<|o>}8@$ zx`oyq5CkvDxd=$&8w81h4(yL_wbAu#Mg^nwC2$cWo&8Mn2x$Nqur`N99{&8OK42Rh zL&xa$j#XU>cd%Nt17JFbCu8t18i9ex{x!1_{V2^18EKB_2O*OM6)Jl zLR%?_>r!2?gX2PQu}Jh1rv;>dMj@*1q>*Oz$VLMBGk<beCYsQ>si12wGA405*5+>*26%%2!HKNYd*MU_dV6VMbjLp^N&PCsj3c1Z3SVb>g z_B13Uk;6^$!b4ydkQ95jKD*On&ke{nXOR$eI8gmLLate1hGXfh@p8O{4z6lJX$Y)# z^bvj(#XN&ZlO%Gyt1DYMk6Ms8tLW786@46=F0)(@oRmG}4kBC&x{j_7Uyz05;NHf!c|XFF8dK7sAumXqO^#wP8qI#3JlqE;PTx}>W|kSnGu3wQxPhlKLxxOg zU3jY>lCBA&CG+s6R*-D>+tHe#Rk?DvQ>65j4O`I?9tJ|ChEl=C{j|%tIz9NpFZ&>4 z!^S3bKy-(4+z7`bRqG8r|4k=rXbW?Wt2DB(hU8Z62~Gt})#W8r*PwE2^)S)8A3n@y z*1ee}T~N0^dB!z$dCO2=YaK;^8&VUB3=L0s6Q-1SgW+JR%iw|N@c4SIkf0RWin)Ev zaKPqZcnJ4Ac<0_)mTN*M-CkrroYVLP{k)RuBJkbTVR-Wntsu7-bR)Wi3)1GNvuN90 z)qEUK@i`n(9g9W$WYOloWFF zdyMJ{Z^_LhI=gEwHs%DjF(=W4s`ifHGEuOi{b zan{&el1*nC9C>yLukLD)m)=-5SlPqFq*WV<#wo34K5hlDW8uRCP~mTrY?zG=nSLc^p-{EM$OANia2$3*@KMm2Pr`TK<8Io zC|qg7!r>m4aBy5gMK=>s_!xdEZR#^krkk0OJFp)@OoA5AkOPMQOlO8Cj{0KFisKQf z7r@;fG69#Oy&?9EmzK6%s|P9p`;ax%L8u#g)X%$apCLJ@L*b0~fDKP1##HjDPUSc8 zF<{RY*^w{m7(bdTimotG(!BtxhBm#QHkMHn$lwO3E}ub|K-M5e(X=2{`Y0`p0&9x&Afzif|5%GZQaiY6UWA``V$ z_ve7L*vhL>edLKK3p<$8sWpU8%MZh81hN9z>wml2I!E;7w82_X|M&7yB% zLbQyMU150A3gbi@Z#9lp^hjKan#1>!_MZ!wDK`8Igj=~v{nklsqQmYXm!YDlsZes`-jn|ULiC!n diff --git a/benchmarks/plot.py b/benchmarks/plot.py index 50ff1e68..fab0f5f5 100644 --- a/benchmarks/plot.py +++ b/benchmarks/plot.py @@ -112,7 +112,7 @@ class _Method(TypedDict): ] # Fixed label offset in cube-root(ms) space — gives a consistent visual gap at every x-position. -# The warm plot spans ~0.01–500 ms so needs a much smaller delta than the cold plot (~100 ms–100 s). +# The warm plot spans ~0.01 ms–1 s so needs a much smaller delta than the cold plot (~100 ms–100 s). _CBRT_LABEL_DELTA_COLD = 2.0 _CBRT_LABEL_DELTA_WARM = 0.2 @@ -124,13 +124,6 @@ class _Method(TypedDict): "warm": {"BM25", "CodeRankEmbed"}, } -# Methods labelled left of their point, per mode, where a right-hand label would collide or leave the plot. -# Cold: zvec-grep sits just left of ColGREP. Warm: zvec-grep is the slowest method, near the right edge. -_LEFT_LABELS: dict[str, set[str]] = { - "cold": {"zvec-grep"}, - "warm": {"zvec-grep"}, -} - def _marker_size(params_m: float) -> float: """Return scatter marker area scaling linearly with parameter count.""" @@ -165,7 +158,7 @@ def _make_plot(out_path: Path, *, warm: bool = False) -> None: mode = "warm" if warm else "cold" cbrt_label_delta = _CBRT_LABEL_DELTA_WARM if warm else _CBRT_LABEL_DELTA_COLD - fig, ax = plt.subplots(figsize=(8, 5)) + fig, ax = plt.subplots(figsize=(10, 6.25)) fig.patch.set_facecolor("white") ax.set_facecolor("white") @@ -188,7 +181,7 @@ def _make_plot(out_path: Path, *, warm: bool = False) -> None: if m["name"] in _FRONTIER_NAMES[mode] ] ) - xlim = (0.01, 500) if warm else (5, 200_000) + xlim = (0.01, 1_000) if warm else (5, 200_000) # Shade the incumbent zone: region below the frontier, closed to the plot edges. shade_xs = [xlim[0]] + [p[0] for p in frontier] + [xlim[1]] shade_ys = [frontier[0][1]] + [p[1] for p in frontier] + [frontier[-1][1]] @@ -216,8 +209,7 @@ def _make_plot(out_path: Path, *, warm: bool = False) -> None: edgecolors="white", ) - left = m["name"] in _LEFT_LABELS[mode] - x_label = (x ** (1 / 3) + (-cbrt_label_delta if left else cbrt_label_delta)) ** 3 + x_label = (x ** (1 / 3) + cbrt_label_delta) ** 3 ax.text( x_label, y, @@ -225,7 +217,7 @@ def _make_plot(out_path: Path, *, warm: bool = False) -> None: fontsize=8.5, fontweight="bold" if m["name"] == "semble" else "normal", color=m["color"], - ha="right" if left else "left", + ha="left", va="center", zorder=4, ) @@ -236,8 +228,8 @@ def _make_plot(out_path: Path, *, warm: bool = False) -> None: ax.set_xlabel("Query latency", fontsize=10, color="#444444") if warm: - ax.set_xlim(0.01, 500) - ax.set_xticks([0.1, 1, 10, 100]) + ax.set_xlim(0.01, 1_000) + ax.set_xticks([0.1, 1, 10, 100, 1_000]) ax.set_title("Code search quality vs. latency (warm)", fontsize=12, color="#222222", pad=12) else: ax.set_xlim(5, 200_000) From 3e58d9de148c19bcbc7c8ae109720f3a76edff17 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 12 Sep 2026 09:46:36 +0200 Subject: [PATCH 3/7] bench: tighten the cold plot's label offset for the larger figure The offset is fixed in cube-root(ms) space, so the wider canvas turned the same gap into ~48px instead of ~37px. The warm plot is unaffected: its axis grew with the canvas. Claude-Session: https://claude.ai/code/session_01N5WnCfeaj66TgZTbqm2Zew --- assets/images/speed_vs_ndcg_cold.png | Bin 79240 -> 79183 bytes benchmarks/plot.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/assets/images/speed_vs_ndcg_cold.png b/assets/images/speed_vs_ndcg_cold.png index 8a9fbacbca43886b1a8e81aa3f110c4948b487a1..531f605166d4720f3f3e1e0a05131b4a9e36d5d8 100644 GIT binary patch literal 79183 zcmeFZhgVZu^fej_a8ZI+5mBlNh|;BZL{tQ%NbjKZ5|Ca4Du^No(wj7CQbH%8CKMGZ z5vc(}i1ZRd1QHNJ;5&Hl{k`|Tf8dqz_81P~405v1I%}`B=A3Kq7=2w0@EP_qAP@+w z`S6|r2t?Np0-ehGiypY5k#+_N{HNe|-^|a@%gHbBiH{>l=ZW7l4=+Ct*QZwl9DRIU zy*wpFZ;Ok{3tx5d^Lys2ASMR+pT7|G@^Kcs@nFOpxC`U6hvvQ@5Zi_0er@t^cj}BE-&t^TvwyJcltcXef`IsqF3*$sdd`u z8~r|e^NrN`vVvFoV7_Zby8(f>(g_IKQAl`b{bW0~b=ta$w48%M26zQH1ptGzmE)Y3 zCvqX?-f3VG$K&}$C!Q7XKR<&&cKPSiPW}6f0rwO6e}BBX`2T>*cNo4V@OX)OwQbT< zU7jCorK6;(J4;n4w`?Lk*Ex19Ns~xu=z9GfFZ*9X#74{jVQX(N!iGN53retb3MIG5 zrk{J=?eq1D^S6cGWXJih@7fz0L7=NwoQKPR$E5LHJkvX(rz#SANhE1^CRA@{11BUR zB9fGv%5UEjpURt{WT3J?l#ulv)KL(+GwJL&R&Ffezh)#)BaciLpL(e0_9-FaU|zy) z^rlU$=MT_ckLqD54Y0M+igTRcA=_ugMCHkB*<>!V;v_5#FP<; zhnlL83(obLqV|o0*K2zmwwKU1ZVrC?_MS%F?LRu)Ro(06IlSte8(b2$s%?7#g&(Y- z^Ha02$&KTX)qN0md1wQ-=`>;|PI`>1N-2Sq9MaCoz3KAkYue zM%%WotBcFu2|c{1BN{0g{`O6JcD8#+!-MOI0lUPRcFPSU)suzW493*3ONtT5btxY^ zd-klNl@|m8JJ<+BNh*I35)$GU5YUL1oBL~TjtzBF()s(k!Jrj*pC{tLJNSsUTU=H3 zootaO1Ib!dtL%(MJ0)+Np^w}ej5r*r3?)uA8ra&3WoBlUoV2Ara+mW1Oe|n+vfF8U zv~Mc;3m4C&I3Sajnwsh87qLQg7@VhIY-Mdpw#cyNNwz6P8|>_(EU8|l1ii31mN}p1 zB$b($bY}-3P%xR}#J&>W+A?bBDIqoWziB|RP9 zJzN6LdC-7T+Nyth#9qJcK)~8$93ZO56mV4v^u%Nc4HsP#E1;nBj@Eu*J1LU-10_k8q>-00DZ*dJMH zPg&2XX@JFZ%lkNVQJ3^pyyg-fE0>U(m$~cXMJ(YNKmEVPUGdplOz)ZL;TpQlPnHg+ z5)tT7OItsH*iB93+=>Vh_(PQoFU>$GB$5KSi8GZZ_>Ok?_i(MTXlyN^G#w=di~P(Jw8 zjV6?l(7D6VYJA!-WsOkW6BCZKdDcnCU~LkSw|cv3aIxSuH~UWe)Cth#zoHgFpnO}` z_YQP7d8iXT7s`9jl|cS3dXi~UQF*KyaGa=_T6QZU7BP7GN(c}e5ADZCa>j474_o>4@;mMQ zrnu!7C6v7=kFMzL@&P|VQgNiOA+3b@HPc;L&uJIYqkRl&K^C>A)2j6doIGb4;8L?p z2|>@VZjZ!9W7+Fg$?+~`K{$U*rrj+O5t#LxV(J5ivRJ(H_<{;zi6v)KpbIbt+u3~*+%Nen5!*y z3R8so{JO10BxDF$i2azZ!2=zQD%=#<@Iw&>_k%x??^z%8-UJ_oQnw$ds*AS$>Y7j) z-XljP=iVE_STOXD{*ak;PRjk+1Y{BW5pul=-hKaYWcMw+cbFmwWr9|(IsZ~5wI!3c zOj;Q%8;EK-%c zkiEfDJZP9c#Bw^Mjc{L2DV!9FCv3@BVqtlM=Tr}B_RJF?w9296=>9Yj$!c}eaMP81 z%zg-=_hJ_iDnoc6W*{IE51(;@y*DzUxaqk}JfT~(==_u#&91O=|C9>XwEig}u(H%W zcaB3BlplCrs%ZFm?-^mKZf7iqEukF$cAl_bFBrWV`i_&=v(`nwOt0|mY$v>1>L-(6f<%k8!uvuK zJ2&x?!B!$>SDI;X+}N%9O3)p9&r=@<7cT<#PnR8YIlOf*>7 z*oxtt+5du4v3MCoqo65|MnzmBTeWCj9P>gcbfD}u$DzJ zX5aVVi^A=Efuzx7Jr&pZYzM#&e;WvSHr_=DNnOoVjX*ZTdNeisa3XB4`w+ zycI?soO6X~wM=z7H=$)vN@=uw{m`%PR%wR)!vrI+1Cgs$Ycbt`ds!==PN;f$9DdYAEz*s+Ym%5vU8@BAabk zZLqRG&)R*xjg?+z9D<=R^*}2xHa7#PA=`yd0{J&#qiH_=Ta)+vKyh7NT@RsoqlGY_ z08E;ttg6a0@aTJvB5%DDT4HZ$-jJ5qdUX4g@2J$PK20XKOQR{IheXilOos~%0x+J|jt3Yn;-j zIv|Q67aJ5>d8hQIL)PICVd1H5tBRt=GbTd1ty-wG>dGA^>jKud*|J_TFpdU;I$jgS zvlXw@OjqwzSTvW5ur$0x@LGsW!exE2(318AMYr~$E3mE6afV*ANR(Tuci_r_MR9q9 zavZ$URT~@YV!QO>DNzU(P1Li1xHs-=ns8O7!l!(j6-CU1OLGFUTxAPcQ6?PeK^E2( ztl#&EZ-09|UXd7gFA}*OeNs8V@52e&z_1sXe9sFyvx0my-fxY^T3F|25AK_Fs_FSz{mlGaYzt}GdLfZ3Br3Bo=cHFEG3o&)csDyx}#78^1 zq<@Yd4o#gY<~8}N^n|_hpk`=TV1qJyoog(Js9YKOcI~in|89>vcKC*kMtgfBU2Nl^ z^gRM2_@v^QIT+NQNUExXYlglG9HpA6-@+YDokLc;U{jB)>>Gb$Fb^z+8n_1F^|TpN zsneLl&8ZDFZ1~EZ_mFN~oa~fakz&JQG(Cd-q3oVE+Q#20dbPla=QkxZ*PQH+$8 zQW{TYoXRRvoIgpH0Vh*Vf3P7tBt?HRNmy5hf>%^<<$~mNr=zK`>Th>Q+F$P#{&p4M#_^I+~8@h4#~-0NoinV zu#^x8W!vr?xm8uBdUGa5MtnIM3I5OouJxj~p6TB!su7KV58okO6J`Lwpdd2KDl+r? z-JkI*KcA<4FAtw5jW|};Oj{u9d&c#7Gk^cxTrpc|Vj7Sd4WAmcWbhw7F-?A|%m%KM zQu5+>V>$MUJvy-XdOLAvMM9yY)c97V)a4N^edYxF=i;76nu0e@~>RE-KtC+j$G$|4qn`V2?7Ntwx$mNm?=F5xu5_tU~qN zk3wOhnB1*#%_|ir5du$2hv&_@ecZ3=5t@ErJ}WHEGwd|D@I=tYU+3EW=yaoeq-qIO zNLyikwwL0~RvDqzWR7#2W793lE#PqwVqd#W`enY>DEjP>VSR!uq!jTx)0pZrr)6b7tGbjQgnd6Ji|88Z!4V;kAQ+ zBjCLS|5`E}qyg(%*ECakU#V|MTNH~(q&s_wyl?Mv`BS8#Tg4SF7u^az>5QSYze0w} zt-vF&7po2XqwK$RNTe!D&*m?uE!f!!KLhqZOu^wp`8J3G$QR$b4zP87I4y+b4&ioj zWUNiVq@#pmUrN;9zku>Ni3BBu=4|XD{f6$dW!6{;y*PGO?U0a`W|)9Zi)4+nr3ROO z3ZsNHfI@vBk@j?D>=SEu^2e_xZua%{Edc0Hd~8vyot#wGH8y@N1ja@)iKcJJfzB7n z(smFiX|?9)bcK$pjdRLFB?8LAQ{UB5(m#?hHL5CJ3M@xTE!wKs#x)BR?4y7s;4=Fr zFT=n3JKO2Sj)mW62;7Jza-XU60+E+vu7N-Xbjp8#@o>3Ig~i^aa~^R>VNNI`kT^9q z8@35KHFXpoD(6ez)^J)^?ISE+aO`r3gq*=gz(o6SU_|C+2#Qe#{UW@PXlL2}kk#J7^F zxG$rlhrv!d>m0~3RKE3bw*@$>8Fe#e5NKaHOnyF2asUGR8`t1!n4aD!DA}0v*7))6 zKA}2L?g*%(FIC)Yu&B8Snao$<2&ylnxUINTI;lJ7=i3LnY(V1!Xb$;D%NqdW} z(HjcHy8!9X9z7+ioCyFkpk%jHu$nnDt{5Uhzqb9==lAUEp7`$EF!~i) zgTDTLwCs8E_Kd>NaPkXfkr1EW{q^C)!yHIppeoCJgzRTiN)NW?iMlX(!%fxCy*;GO z&rfNk_cSzuD^B{E>%lR5+5Wl)Ae_jp?p4iS$%A8OnuP#hm_HU^A+ldA2EAocP;p|U z>(yB_gzNHc^TiUAl~rgt#Ma8)9Q-1guAs#lfY^Bo)7(NzqcVSsA%8zD#m<;h>?Ih^ z7FELOHfPJ3AC$gG88cY4Gj80(7O54oPPp={z@;7{=i?O@^v#VottXvn_to8mJoa&< z@N_B85#&@3SDs<1t~3U4Gppf_?L-ak)n~!(zqG&s$s!e0E$lC{OvO>C1}mx8Mp1dT z)?-q_H_ZH0C_t#}yoal&W5(6S!$ZhJ8fc_qwYbxOX=jZh$oL0b*HUHa ziMukgICw9X(s~zPZ_=6pucYN0<3c3zh5Tw<37@mzj9L#E3OD+GU)on`&{YZyd}a*- zJ$v>Cx8q$O?f~g&py7iV!ZXLU`5DGKuy+ZaZNKdjdIn}UwsU6cOqUz$)1mj)3~xrB zt<1%W$-piPv%e%fPi4R3O1IByYL!@1X#%%=@?l3Se1Emn9*SyAAhRKV(HS;QB-RhA zV59ihpSiuMp4B+OEH}P25E^NO#dwAWuE4{W74f$_&BC6S3>xw{_a^Z#Ed%KOeOcta zwMLadaB0JZQFbFk2(HDLJLu<$dLp}pIl1VSab`FHhRC8=7Su*JrCa&LFcvkKQVM?b zjCE@J=dG$>>~4nh5DrIj2N1Y`Z1QdlN3nno@{m&9BlwC^^lGD;!>etG)0yEchTJri zJ7dzy4*p2lJ4QrYJFMd-*R}AcLMqMFO1V|{Cv5lnOrO#+LzAP2v?^8`wRY^@#>S$5 zW@=fU)N^j4G;ncL?p#DE@p1giDe=mk?@$ zKiWU6AIMc!+(DOSdm$&8I^5euLkvvvP{4@GfV(A?-+*tu_kx&64ogLAH*DqkeiJF~~T1yv+ebiSr% z3$g4zYaOVe7RS6^sul}>@Z*lH82g;d{fesY@{1dvNIn`;MNlB9p!tzoMxhTZ{hsS_ zNr~r1ySAY5`{Rg586O4CHoS@yt%jYM6B5!>BsN4jR<~{_)QdG_8L0C^4?~7}Mv0i6 zOZx|vv?-PrZg8a3`pA0|b#G{UqlBrRks0w~r9K?B@;t6Zhdsc}u7V9L>mMrhTL}O{ zI^U|Xxp5nTV97=docU`RoAQPqes!~=I&x8&$Nn{Yg38bxeW6gV zmemp)=y!JdwO&DG^8%7O?0w^m<&+|h{mt!MZk`YWO|HI& z$0L7roh?B$dbWl;t=5iW@?@={@ga}amK*)!2%0ibVcLiB9=PCo^3eQ!Js&gL%CWyF z(V+Qid)tGm_}S%#T)7{E8OP+!>BarbvOM<|;%3i4ak@=b&4=(A*Y~jMOyn-v45%ZQ z-9$!kEMj@o>E!`NJKVY5Y2O6KIe*mZawHN@Y0t-|uh(~d%)2#?INLz^8w6T`9)}dW z4wt{mh(ZkpdZ$3(;N1C$fz0UE^Z5e!P$o$?3M2B zV6c|d4;MwV;`^wN)z^xni&~grqoXxeDADTK*fD!JFT0OR#U&UB^K2d$h?jnmDJ{4B zIfg|?2n3F4QLnh>pJUNkk-F2O3;yAs)1ouA++3J%5UB@woL^9}an9Q26gQaEP;Qd0 zx>}SxWt_L>2W3X>k5xZvET-3FXLcQ{G)Z-{wE-_Pr$*OV+y+4V5!UFudxQ;61^kAB zrEeiAp4FoE$s#ww_4vbsWz}rK5arr@srtJ!-&>&; z$uW9iUF&Sh!P8g3zbHi|xsT)l2-?~XXn8+>dL&lGtse_{MK@vaad9KP?=EH;Z^?Ww zS=Zg9Nd-GX8g4^1)~8&+<1jBYry#_%m@ph5YijMETJ+K=>^o2)$cFq80#{Ptar%H3 z#d}i&u_9|+*=Z@(vhvXe8_Isk9eY7p=3MdpQTC=$&l*Vc(Y=nCg znEj6*^?yEplIyn#!#xjA&v=R?hPxL+#hvOs0Q59zHsWlRa#t#ILs{z2c1;H7@lDps z&YagmMEh#!xPQ&qSbjc=Fxek`zsm#C<9-+w z=tcN5BD>$igl${=%8n`3y5Mamb0B(h0%5Su6Q|I8xKD7T?Nb=6!+YYnwt#xx)CNj1 zzM>l5_QCt>m885pudZFJ7s|S8_8CeEsC@p6jt-8b)WuFa{X;-ejKLBCA+Y&AfV&6$ zz-`hX4Arxh2-n4U17IM-4M<}sD_v#E=meR%(W-aMn+5~Q-C|L)?%MV;z&!sMmxI*n z>a4IO>$p~oQL?34GrPP`k!xX{>&Ok?)i-!j`Yt}g*2mX(F~v|vuh$V`1CRY@ zoo@VlrhY&+M*C}OYPM3fw6$55G;b&?_hUrrkfs{RNFv2Nz={srgyC%y9S1aBSKguPVeg{I2k~{t$~aoPTo8U z1x0Gs#q)K`2$L#9+Um=e(MvpK7iEMd#s9d`4FvVSOaH* zorhP2Osk}v&9=9;S{ibVK2q=7s#fqb8?gLu@#9L;ljgDXHb6oKpmF-Mys?VutWrs! zNZ%rQMYQ6`st2>@k`fcIefjd`bsLQR^lrm?MAMPP*x|1hufO^Y|MzfoCFxX{ZjQp3 zRkc~|M;vrq$~|{us^&=~<7|S;zRO*!f6e~zyt;&Np1g0##fuleRa7J0ri#r1)+esT zvWdwMjmRHgcIIayodT+yXW1VyF?-Qry?l1Vip(UE#Ksi4fdqDt~e_VuzJeWE`z-jd_*6mI=*)zR_uff=)3?Z<Al)Qg6Kn4H-kj0-QGzFh@WSAu9x`5G^)+?)dXbi{qc=Y z$!T{UK3FL3Eqk4s*&{lz!##ZXPcvJ`FMt;0jACAz92*zPX>thWXQD3b5_SptAJi4|@XC_5$_qqvlXSwBW|2!A1^Q4<-B1u0xx@U7(Hx0qMN@sS@FQW9t@bS!I@ zHsPpYqh(cZ+${-L2i?-a#z~$OJ^ZFt>vF4OVBx`Dv;S6JAiTd2uWJ7FqGLb{_n#MZ zz2JRRHV6L&rnl(Ti=h_L6P%|E|6<4|0d02--bdOTA&xw_-QnmHjQzV~)Tf=bCjRcP z0>Vo)%6Db^*NBZq>n9!btYgDy8?yFld;Fz3DTYqzy;V@1t@+pK{kaNxjGy%~ zYy^9BMLc)qEXz3-vCH36$_jlKLU#}K1b1b%t$jOAF9Ob-UY~HqJ}n{?$1Qnen`@gc zC5*?fqz|`A?aikrNEC_6B$#^d5=4 z&6WC172-&aUgVK?YX~D2jyz5Mx!YDVGtHftcLP|YH@zo_!|Uh1bZzMvbD0wGlwy0w zyXNrbob1)aSW?)R>2OM<;E2Huf$ki?=7)UO&xy`lr0&&?2=uOWG5JzQ1m2||iQ=w_ z9KLtuDinFr(DF~>$M2x)B8ChNc9(=MY&QBesY}W2LMH7*8>^Ls#v)LbbqVHIn+0-i z&Er^d6y%>=Ib|c{JpKE_1VqNr zQN`H`8MgJi)@N?ud|iMu#3OT8hM4T@X`SK+of=Wf?C#+SvT62yva|j+j3q?~=7JcN zp--yPNN;@U!)gny68kca14~Hqs;<_B5}+kXGh6LPRNLXbf$a$!?SH_{Ez#*=;Z`1` zshe&1js3jup2K$5>0>{YoI76^t+Wlk#bu8RV9)$<+Z-1UP41PQ6ys(b-t*|-ywCLL z)8Oz)QI-I&D!2ELPG(0+ z;MQz3v(3S{0aGET-oI`@9Ud9}eQ0otHf@}w;^^e%as7Gtap=3=ovpM&EMp>dv@J@t zsq9Xi@qJwI%@X9u{)K#_Y;bs*fQj|tZ~xM7=UL7q!!biUQh$7R)QCED*1(_Sb-!!KyER1n znO>s@YMcJn-nuE@vfS6clhN$M*YjBnA1r3%H_KYoy5N7^;`IeW5YI00=v#07gKq1&e-va@$Ey`U z#9!OCWe%aeu$G|179lRI8XOetv47yo&$T0Ds-Ry6|IkcWm0nsFir8%l+Z(tgffTk} z%RX5L^(t&@3_t{nRv#=3s6hW@i|3tXJB{}Z{0F^4MgxkqyPlM_EMt~#ypR`fI9_T$ z*5)Vew-<2lsLa8t=<;ub-A-kZRB7}UX8eR~vOKBj%&or7J~2_{zNiJHof&s9G`5*6 z%N6ApXdP>Hh~+1iZ+W%-s)-amg84dq3+33&Og^EwE8W|;D*}-n{B-hx;BnRc+-S5R z`Ok_+0W)Cm9*UU{AmtgVQmD0 z)(z}c$IEMmlYdH>AE>3CzWYS}>C*zMz(bEr3Bld`egb36YozbT>7%U&!3XbPbs^Mn z*R5B4s{JC4d#fc1v;p4zoqq}>`enP^REteqKg?7iyrU+#?JY+{Z+>3K-%nzh$Tvf~ zC;C!_&=m6O2t$Y=J(u$O+S(eQq9V58`{eFhwO+UKrTKegiQsbH-ns!{EU z)t60)KLt`hmv98nIVADiZwo29B1&Z{ z2HhRMU((myYQ@|-9o+l)^gj#+)89aFGN5irp4ysd6jK#x7RbE@gdwPnJnE>pw0IUL z`x)il8Ui0 ziyjBgNS)0urf+e?#D`a}idf1%#Lcl4ZPEgZ4_fkKLO=g>FI>CDBNkj5&bJDUkE;yF zbCX58eDY&2ao@Ih5T_kBtLNLKz{NQrzgH5`YS_H1w- ztA<5Lb+x6?x4?t_ON{GSUPs$Kqyu+=Q5TKQ8G4u96e&>fH5ZXi)Hc`P7KkT5@>SH( zl{~Sxfx?SO$L1y_#fqkPe$6z!I=QXOxq`mK1JEfgYLQ+<<--+%mG8+JCJ?Hi6mv!+V#v9z8QGY|=>6 zo|VsAdluS2H!u^SdQ+z&O}nZ2@rU47H>}2qBR%pN(o70oP}w9-T#v8htmpAz3;X6_OHn-(Mpu}=nea&R zU)VGVo8^D%+cE{~w{6r8IGXo#wb^}>wwz%!5TD2Y8a^7$a8O%7k zE{zxcmLY9=W^k`T&Ufp=5`{P+*vhkCVP2}@^mU-ScqQ5Py%E6Kk@H{g(Fw#!raRf{ zn~*-Geof1F2+EOgbcins4zm2?m*Qp(9#%q;j*9!&g)w$Ui<}V_>FJZSU+o6lG7}}Sz9bYv`6FVc-r%6+rKCMVT1EeHzD}zK=C4ggk(Dm z_^V2aco=;uQ-jlfw_d2kId?%#S04g-JB=oGXqts-6SJ>E@xq}maK?2+I7yrDV#;(f z+gnN09rpBg5yf!t`XU7b<)44Mh^shr(!TvM{pCsvxX1h1HZJy)*pcBc#zw=%dyPqL zOPM`esc+ICgiz!fcc3_vBlWSYvhVn;wD_P)k`Yit2{U zNPWEdkE)zFoUeCR!v~hZ_aYcueroQ%X={zrsJ_6SbGX%(?va^CR=ig^jnKHSY_94D z?nJngcGs*W*4DBI>2x$EzhHlx4?>x%(Zg|8xGVY461A-pS z(}och#vil`T?ij{BPR`7^Jmt_Kg{4hi?^&m@t#0Ue7-SL%TgTNowcJk>Y4sQ=2TXR zPVNsmQ;%x|8ki;HdqzVUlYmuLevcllkr;qC5_PIZ&~WK- zfvCkDzZ}&~hc}`GLE*%X-0~F(O5+93Pw8J-kF+f)Rh3@cD{WKicx#0^oYKa52Ek!N z*8g^UMHhEoNI~GZBgFYc4)v=mM;APSMaV&A1AJZ9cZ9uaxO95!MzsN_b2ja&8n^C<~@xJ%jnTsa8&eFeHC zrG#e$=>C)+MV{Hj)w8te!;Yuef8x&bC;Xhuu{cjX7fFfBW>^+xjqdL=KXZX@vi|I} zwyRgpvQVuB?7hIFP(?(H0785gdB?FqVLHv$13oyw!JG*f{+?796&wjOUL4=9VSP|B z$Q$rlPT&UIBE}hAeXWM#%jaq9@PT$^6J{mopMVo+Hnrh^R&rVLHTlLCMXV@k9{m!y zFwPdf)fq*3V9MRzfa`fesO?S+z$OOtO+FnIO8Rgj%xon#zC63u^-JjymK}168 z;p&Ln0k-$}hNo}7m}0MWUcA99(Sp$8xqzt*S6 ziOX_k_XpxPkQ+UOWAFpuv8#+l3P?pog*{A!UfZq;CfVTFS8zJGw+O9x zpYuL%k?RoZ%Wh|@=JIB>^)(Ug^bG9AszwH!A1$Wh8uH2VE;T^A|L9USX#DX-Fj86a zBeXl)HthNnD00zD`%{Q>m(=p7+LFHZy+&t#qxw>uj7!31RYR=z0$a@PHx|Acr{>c# zjXT#7SQZvXLNLtoRws;5j3~+rh?aO{3gvfTZ&HSsgI-MrD=HL}U zWnZ42Z5#SMrOi1vu=fQdHzcE}bTBnd)+XhdePolsV9JkNL06ltu!izr4Ez-KNxkOy zecQAt{Gq;^C$%IfLB*Vt-|@!im>mvrpwoMJAp2Q)vm-x=OH-9%KfE=rJ^Y*8UD7iB zSjm8spI0ZNqM)@fC@LzzGc^rib4jDjvuE4}o3}r~{#{nZJCAW$QZ=}lF+*f_3Oc;? zy+SkHUoY#{jwcg*iWMFwyxC4|iE?-UEbaNWtOg^Fe{6NbwI}aT@-6KepGhilKIA`-(p%4*oU6>ZI+-43s3e&XhtAs@(u*z3 z|9pDk-BEal5x(`Su8fGTmHiFAN=0hDZTi>J!zbn6X%%>u_4*6{;NOL zoh;W&9fu5)r+McrccP;RyRjl7>YQ|6lHhg)a{Ya+q_$PWUcK`YJwDw z;&-!)`WLN&VNIcm!hxau%i0*N`NCbTc@#+&yO`-)>5xmi;`{OQM*)p3UwB3%E};9M8XWIC(Z=3 zY96-I%M1S{=~VWW>5jgs0I+3?i#g-@Y{EPU^aqrd(T)_X;kC85O+>1mG_e}H4sK4? zJI7vn;?BPVhglBLJP{gJ++OPn>}iOI^=T$VrcLYb;IbBh;HJquEtQDW1IBI_%PC{oi7*&~9i1>i;XJKUXQ}tihA?T(S*p!t-02%FFvsFKtTk1%@ik`Ggji zbUKHd(DC!OQYK#LPeeIp`X;2V0eI@XZ7kD8F8$lvzk+LtC&lId+o+t60VK8Ky$`}y zF=}%2scC6%(X&!xb2H>eF%#=^KEa=fn{WH)&zFvj3E}VVGJJf}%qwDDm!P8NW*clm zueEdg>_C7Smd@_k^?ya}JLy7S8qg$_Z##oVgnqo-o%W()n!G%-Q)km*%kedIgBq@v|0FYfZ+ zgs-}adm0Ckun4^X(hQ_)Q~&0u=gfZegUu4>hjN_f11(AxSSKFIZ3KjVS&ZLd=K1UJ z&ck6P-Oaf2_aEqZlBUvgH+CW4%%4REJ-BZ<`1>Srm+N`wKb;uBF6URS#Z7SSTEQ)2qRG-W!?>se}jckcbA2&unziX1cg?S5SND+ap=v_jus zhMKVBZ3R1($7nmhzjr;or9hIbE%)j2v3vHP;{Wi3#rY~$ppPrlLIeq=2Czg47@Fd5 z&OOV1k6F@9|2X`(_W88MYq)gnYv={|xtTX*y=?C*r4SSCt_J(f6%N!K**6WVg);){ z0oy_QP2&Ne%hU8Efh+%{osf%f-Ti~GZr&)o7_f0Wxvfn}G7s&PK)0xyE~L;=V)8b- zd~*d-abarFCswFOna}o}-A#)jqPILBwC~X|H&?WlYr6|M^2yfGQrTtQ4$|VWMV$Jh znf&<%@zbxmpRl|nbYyu3N`0$>!BQy%OkmR^b^H3Jw#*Am8hjps+LIaHH#iZNyq?U4 zfN13UWzKJcf4M0c-B2DHF(S*l6wu1p=Ntb{MOXZyOu{+4U;o+W^1>;Ih4I|x*qln< z;IyrY$qn8IapK$ZA4Db5v(K{9ZaF>I@g<&5?-62t4M;aGcPdXb%Zf}TE3ry7xF}vq zms=m|m^RkuOWi$aF%8XdPw;`XKQ&Hy-Sx!PrG$1y+z6n|{yYWKN%jDDP?cI!|6 zz#~cP2%APX<6%dsU*nf}8sCL8YFxh%Gf^CNaM4>XCTxmio4CL9+#$req|53Q5umYd z{Y&jG{g|o)aCiMrCdrJ_u|g}MKIxmKduPP`e)Tf`V=j=05x{F*DE~sSIOS`suYdK* zl`A(u2u14~7iHT&H{NY))Up!lX?$tLKpfpmnYnROHOMY^!#j(6iQOYTZ2wHJ@@9A4 z(U;Pqjd$t%bMC8K1efg~{?M5ir{F;#gZe4IP$RI~t^C(!vT}+&jF6vYa=B`3j{T+O zE@Yyn04JfaQqnVjzE;sOqEJ=Fy5fuUUmBzzSFt=ynk^dGx`{_WtbI094T5Hzi=V6# zhU>gx4IYzM4~g0Q7nFW@O)vSygc>ym_4mXc(^*PkxpH$BlTlsgUAO2i53pSR_@D3@ z@`C>7*w`53*qnu$=MY@5IXL)+{+RXyr?d$ov$xxqAomFG(*9Jbivl-E&`$k(Ygq?? zJ;m6w+<)cxPTyL3YBQq$uuDYehB!h#=jm=qtVpljr~ME&>1G=cll6ZMMAl5*k)3vT zFM9&58swFs+B>avb;AQJ_VqD64LX}|da`f$>oCxV3SSA%hcM8`v--4h26(rwFHI@P z7j!o9@>X=ut1)O(7`kfJ3{NmY{=01s(C+bCN=ho@xze@2*lxp&wKU>9V3*Em2Y4b^ zV_~yRW40g4e-)^m@)9D$-ARG3(MH+X5pWmO_M3Ys*1yl(e+r#D!Nl|L?XEh$x_iy= z+6>(PSbl!G?V?}B7TZs}gy?a9`3(G-kWH(-qlCy0x|7Qgl1@K6Yj=-1>>TKh;MIR4 zXm>9C&nby7br7sfSy@@)ovXo|Q==EeMT{PKZGH&T>>r4sTi7I=0R7Jw+L^tYGkFyh z*4Pw12W-tY6J8k)5H!)>@M{?WWs4$Y$5o2?|9)#6>+IlkZpHT`hw zVDsE>R#D@#!LZjABb27q!ius>&_~%5l<~7D3ND-~KCWGg%}){2Vn0srW+q zSfZCFYEz9Fa7JjTdx24nj&DugxXXEZhALg~ma{)47t%I!0%`+%_)j}MuqK$~z^zb~ zJjU+&y1LJ+aStvj25zJPT`fiZF50Or(N3GM)}8J=(0dRccO}oh%co+B6ZE|5zsy3@ z3VkIjBLlCvgz2!-$q-jNZZrXTf4=c`$HdHE7l6Xj?V*dO0u`5@8@{3Sa~jZt#Nx4C%LO&=?Q@_ikTvPEv^kTTr4z@fk~ z4Z}ZvTm??-h&}+?P||=c=i6Je=OUW&a{oDTL_Hhm&dJKkGD~f;Azb~C=HegZ_e`g? zUnF;2Wv-;Osg(ln$BAAn%{c?gM=|x*C|zdi%R3|sc(>ww`b7{A&CN42!;eq&2t-k> zee>v7bAo}BInZL8$43Ed4JCw2$Q)x z5r<*HKs%MgNQq7k+)`jhz!6%9IqEEOkffi;OGgDz&zcN8mr}1 zVSsbAKHelF;WUsjL0(&PlN{b@a2@%p?+-)PZE^FWmP__WHZHUJhKAAUYB~p#+RQJD zJ_!0*8}E?e;sSmP5z(i~b9JYVQ1l?XPsgn{xnm~${QSg?`tSnFZNCNbh@PzScM|F- zTvGoN{St*jDRFLQ-Ua}ZIm~N;}%b> ziQ-jLZk709c?$IUV(7Wv8mmD+A+G6q5qAe-NlA$=rl5ZY=sVl0u%-1eUE1GhC1tIe zo16O#YYJ#SdGe&%qvG)V$M&H_PJs&@-k|*I%~pEQd$)onAj*i|uZG3O?*Xal@9fgr z|Hal@07dzI@xv$xqJjt_h=fW>BaNh@bP1A6H^S20Dqp0edkJaj-lY)%>6Tm?mR^u< z_}|6f|9$73d6{t>XL!8NbMLw5e$F|c^SNb%IxGZDy6hUivdbFz;C(&&t5+58-Vh)1 zcYb;%^vUhvotxxux$5&s;*M|$N-=sSFfj_Bzh7uN{P9UZu=_gIW1Xo6P|!?4hmOO9 zX}q(g?mxPdc3H8n*AfbKuseF+yHVYA!^Wln7e|WGE7?Fxr!$7gRd=?%xzSJcpTUs?8FZ|>7E+GLV&1=#0=n;2^COp z7p@D>faPZa?XYn|Th$Vh;ndI^_XfR_9&=G+k2tZb^F4=AE%VO62egEi5Z>FP+{e;c zz8z~c_WvKMl)&+9&m?=>I-||OqcN+Crm`@EX>YDbOYHPKQ8?qPjvU^B93(o{pp`nM zjUg&Fy1!V;_M%;Jb3P()T1J!5pySE^A7zUcBQn6IQTSar^|CCzNUO5;T)E{RACyqC z#Rf{1Lw3=WkCDnL%P57PU;6#wKT*i8J|yE{rLz3&P(+^l0v|{a;dkdMrZ9(#T~-%r zmc0R8GJq1MSh2hodT3k0u4uks^P`}EdkmU;4Rh>%@DL%G+ZMrr&pCEEkCE)aualTB zef*&!yN!{$L_J8VplupBe!^V2&q*-|2TzaDG*T?Aw*;L$ZlEXK%peNzvPLRpnOIo3 zhh6{izv9Y_+mk|uICWSCM5vX1eNTyIP~d7lH4YbHSV?i!vpxl&b_sC#xn9@wUB896 z65iw=A|2$9hoq!!`3(r0Y38abJluiG)eDNSZCi^6WfQ%X=NVi~FUnMz2(iS)FvKoG z1BbQj_%1;GVjt7!XfXxn?htYwur00w50%%Bvqa^c)=hmD2eC(Jt(|wJq)h zbq`Of>ahGifEQdODAocp(JBof!D%?I^u=zJH0e?M92=_Q7wfCRgx$+^fD#G%G=VX5 z{uqqJj5$KqZXjIH+T7zN@812F47!jUrtI4fy7&H_9|WhpsAEnq;13rp2r58F0t+~6 z(Q#$kIh(eBgN9LD!{vLyJ-5K=$PSlw>agDb6w9KKw6QjvTj7fwXi@ZRu{sdN?$7$a zegv1h=wV4-9zX#UaqTbx`>3pJ^MsE(7iU&IZRP%xCIoDZvPLfXWgSJ$On<9|DsQmSmys{vSGQc_To{H!=?}LlvT$u+*|w6#{tz`91Fx+`h?(yK?rrWSV+tO%OKj_0r)^|`(&^bU;^M;N?#o?faT zD-|1pMDs$`toa~KHey&<4I5-MXdn{=MPy$N*$zY!12q zaO^do?jW;$1KO#!mF6DI-8pqXlvVE?Xor*j-+#~`E3sw3Y4O=EHYEjG%uA$SX7mmd znh@ehsEjS~H?)l;*hja{JG}?H1?%+Izijke#GkP-M8Tu`|7D2$;^yX7(4-!1=A|{l z9r*x&Bp5c>zUYx_jlv6?Tc~BRLU#TVjD_?6!>fK@hGgwoZjW{CEG#UHd&BskTxhk) zp=MsRV*IAt)nyKv{;69R$#BqX-KZQSx5_M z5s|BB{a_q3VY{C-Kj^6N{fDIe44;B5bpMJRxrHhRXr264B>@5xiZ}=*VXj-@4Zdk= zOAGwKX=;L2ZpU4E$DbIqC4TkK#QmPNu3tf`#DOpeAL$}RD5L7^fC+O8FkeOy$Q?=> zd(X;}Y7I)oOS#*iryo@h-Ek-|4VGj1J*|fy zto!RzM9nNL)ezH1VDUeyD6YUm;Gq?BRVj-^nyXa2kZ@=j^Dg}3#uIuvLRGe{zb4Xa zKO9IRgp!Lj+c4$!+W+C{(@(gwK%heX8MQuJ@x^aO`Gltcq?X;WPtpHk3kEHy($=vR z(q-SlYcbQ~o<`5}0t%qO+kfjm5W=%Wi2H@%_Lw>oh^OR%ONmr~@zLvdm_-NVJSwXh zlCP>37&h4-4_a`l$$JRA=qjj~U_Nv}Vv?gC#3s5`)ruOKQsHq63r6@~X+f$-!Vwz3 zV1s6)E_xWQ9$-aUgWpwEJ~hut2AacLx{td|_h4&}a7M9V_2IS0)0h_Emdzwozx7&Zg z5T^POc3!rY*{-lY1_j?JKKsvlI5#b^8bQmWW>qyXp=vQ9A&A4?u0oZYfOT|Fp|!n$ zZqA#j{D-as62O@nX#O)B&LztN5`t#1{?j&y#|Fb6KdE3^rW`{8W-0tPuwbc`PIE2@T0exYkUj+Y zI0i~r_j(4_aDB{ls{Gp;ey^pz*a8ie0%8R7Z|8v?Ce@tQWvh=LxsI3``adQbRVjf` z-FR<#iHxAb5$vd+1LD^^(Lh{c$AI$%dprvt6eNpOAQ0F9S6fExoI<0Y#e*94kd-Ae zxv;=$VQOwH#@Gcg;40I<$-Hz4uc6H;l9hC6G+BBG_(R}1 zzvjT}_*Oi$ehP5vH+dzDx2_fjLo=}t%S{=3gw_eqXl}&1jn1Wj=YHD# zTfuwwlk0D>{~o{QtI`%`WYj)DADt=q?zmC-K-g4o8rJ>cmx2_H>*_I4>Arm0k9k#c z>FfRblPK%cF%TQ-td%l!T12^WY(I%73pJ zF*pY)XfA48P_J^+(@Twsi~Ftp9b}JNVtA*T9~ftY zMR?TF|E{Nck}Pk*5lMega!4`mar#<*jZxRd+A$c@-XzAxZ2 zQ=gyf34w>d$N!6B8>A)d8{8W7_9}2^yW=_dhodY%evJDa=jUIEaC@6&vP5qGN|)j3 zm^ur122iTc^rLvjN!6($vIew6h?v`V zl&pv3qY}*fa$;SZx}PFwh9U8{x}6#wO#-`Y#-mA~UhKq?Fa$eaJ;ch?y|cr?ULd7x zW(hMQ?mwsaT}@S0wGbHlqocEnL9yf%#Y7QLm&z-*7tg7~$3A?6t=n;Tm|5A{hqr%- zvNE6+<75O6W17$~P>uMuerr_|ILd@5(O1@He-*%U z25#3`#-9;6(Dyu8;WQ={85z$JGCOV=hR2tB?`XW}G_vI!Vl}#O$HD0C;`~z*uVF zbt&2J^}B00#o3Xg7fvOlUawb@D3uEoAUNQmxU;FFpZIjy!+G%D-X!KZa_27Zy+(eo zu6>8!4MVjr5YicKHa#sZ%g^>y{uM=_Ob|4lLQE*tx}_Lh|0~KOyBbNW7!Q-R2P0yA z^}n7=Z$*~2qB}eAhBik>N8@>SV`F3ML<^!VUTo+(6gJEP*vd8is6$!3*Ogt@FxmtA z+GacyILV>j3)WPe6~)Dhe9*~Ngf6RQW-f#! z|K|1e^}H%d*b_8U5lUIxDL`Y(Jr33h<1Ih#$ap*c{1Eb$*5$F5=#2k@i_ooQ}9(oqE(YAdAYfuFuKgPd9U+%3LBrV^U$>r8&n$dn%i~xgf*-3Lgr24K3$#bi> z+%&|z^OtM6Tk$*iUt2I@g+w6Ld<{7;O=0x9lE_RPi3ga1qX6;CVP*z--gJN)L1aUA z{iQ82>Yuh}o5a$MbU5NRH?19CezB6YUf8ivtL83N(K!qDY#V%~nM)eO^7%SCZXv)- z?N6fntyL;hA5$`b3`sNZ2vGl!A8`{-k%Ht1=ul70l0z#pB-Q0Nua9rAC$87gAP@uH zzF2F6RCofU@>PB5j~Ci()M3(QE@A#Hk=3&H;R4C*WfRuer`M}!P;f{ne<+ss91dhwcx=FeeyA5$Gh}jc#rm*w>TLinn>pgg?$w@9xZlYRJ)qmWR z$Zh-#p*TFs{OBKUtIwl9icri(`kzY^zyHR*;EiyjwvOjFtEy@wns3jt`ytDV zF)W>eHr*|-6J`j572bTZ=q9!Gz%99c^4?R7t@shH{!F6q_Y|hK7oaSgSTO5>4~0Y^UB9zn22(cS?AM)(!=lJmKqHL6DlKCCW zZ{U}sKd1wJk>5bhH;#$zQz?jvq!?cb=V(uvRU90tV&)j@9x=wg4LWY)+{`fzRs$!; zr0tZ7wl=fn+8X%9WxGUKdjz9`PLUcWHnOXo{BObk+Wli;rkL{wa~m&FIE{rW3kIL| zUQmQ$#O!njpdi_b)CI{_3*AIrOh(J&+g;K{%z%Dhu1{5LW+2CWh(;RUsJW!%AipEy zVw0K&!a!(LYzm8FJQ8OKWURXtOs_ZL)2fzTkXh&gB6X~QAi#Mc#i)=(2h@zyLxD!j z_wE_D#c#XdxN>r9QqL1Pp8L{J-v(Oam&IY~-46@2h1u8?Km(oe*4XU)q;?yHn`#XN zZ``S-VL?VN`gfecW@E;KOxz`~3g9OI@$5+)hi>f$(5K2LqofoM)T|OLK?h+RNT7VQXxRgCXzTq_kaFJGMqw~>V>)W@#OQTRH;Nbmm$xKnIdG}C z60dSo)Vopl7&8Lr_W%>kM$ihp=ZscW65)LmQxHijg=uI+0a>O95IQ;MQOOBk+;32i z-Oy;ks5*;|JAk@Q5Dtu9v+n(`PYh*sLv4xNiq?HRk7Z*Qe46y@^=z#tlX$H_@-)4L z2y|XNoeu=5ocfFhId623dE@9XpQ(R&LKQkz{i=_#HK~G*W_4#yNdc%=O0F%tAiXLD z0&&z*v=ZM4IL4eb=$7K+*!rc11KQ~{E41l|MeTBX+5765qC_vPcjA1dtqG65Yk`GZ_4jIQ3Yo zOzHI8PXy#Uz)t{F6LYc_%gM@4PHSjuCvhsd)}QZor@$@NI(Wx)qMc4L3Q2q))u@Rr z=Zw@?*EJ3zlLQDkDJ>GL55@>Lb(yMcFO}aMK%)97@#XAh@l+7o*p@nbeoK_jDb;s! zV0HW4?~$Pg2cC-9b{CtyeSKjHW46Y;qv+VsNe%iU`^2m>7JAyv_)=Pl^O>^p_Oq8| z@u^Q=otwGnr7t~t2pnT4t+asCoZ#Cx>7%(+iV4&yk77FdR_Mw%=!5>)65;;|5vYIu zII~TiQ))9)loh^@JxhJp)>rb^_7#r}0pA1j+VOJ6z@l@?viKfb1aEV$657dEK=Hh8 zy#C#wyMC>7RyMQE0s8~n^zq>E2WQ7hA-yTXYqelZ(bFwYgNNPI?MWBGt9t&Qc}PnNTbOc+o7GJ0fG5A4#RBR%ZU3J@?dQ)T4bEN)A@_Kb z3Zw@(n&YZhP_rE63y&gCou5xczmsHtXulHTul<&SPu66kiN12}S>(z6Kmp-F)0=FA z8}DfzbW)b=)JQvKzjYC%jdZn*`5RLb6qEYL=ZTY^E<=!V2fGn8-Us`qDjnBh#wgYJ zi*nn%w{T(R^y%$DO8eZv>5*)2aB@T>y?BVj8E8Uj!T4&kWw)^uNJW!aADI~RgQjfm zwS7!Rl)16KzFu$q*ZjMqkko+z66z0enA*xc)6z{7WU|(gCv6Q8tJ}BG>An)_DgRx_9ktYQ?G(>)?2rFH%Es<{GYtF>V_&J1hnHvpoDC7eK@GY$FrQIOX#?}d~$A! zvu#_wL@;&O248hOMR-WV>g}?4N>_uK_qnpGRo(C4V(fjvt;#z31Q6{=fi5!Y$}T30 zijZoqHZ6PgsXt1x7HbE@c|N+ERo$(k8J@Gk;PjQoj|?2Ay@9{MzxRU`kF%Aav$Vcq zeWx$K@BZlLci8@^{-~6f={Oht$idRLEmYGWmzNi^h}DuURRh;sb5W+INoYEtWfHj1 z8*Z6GtygZZm?GLVN&YCBxDLueTLU$kEaNr z-r8A~b(Xvfl=faj?N#xV(>B@`VD;-!_CY+>yrg6B`o{|i`|f2c)WFh!War>Wc5{7q$%*WNvk87gove;CTT<8>Sv-?Nn#m0T7 ztOvCwi)mGyvi$S)$sls3LkHmNvxEt{Tb@1eB)eR`>G#@3`m&^dT~1F;jUFT_JmbeaxLzT3Q;9c!b57yk?L}b@*cYIka=A9Hk}m#5GPZD62@5hkT4v z$2ZMgcu<`V2Q$PqtAwGhC9aZnUG0Xnv*opzddQWo`&diNlGvN6k1VcmlvIgZ4QnPSlE zbiC6Vf5R_qA<)_qrBZsjb7(#tYb9glkV;MV=}= z@4Hu)9lknwP5_~=-=Q(;PJ@27hp7`Ky1X!#oJ;Hk1KDaN*!Cqr4` z=G`d_VKVv_`dVAkR!z_Y7~NkTqf(phLZbE_+rVB(gwr((z;E7IIsi4+VVDzu`~XkLF-jBPOrZY4O|_bnC22 zv3Kv@aYcK{()_1@Ur(>Wx^0e@zkM!GyGYlE)z{74eiT&ul;WiynXTcVG<3 zJU9LdhxS#D*It`mo_R+AN)~VFkDNKs#lu_*u>SWF!(#9*HO2CS7jjOnmr&it$*QTT zX;Fq0AclvBjnm<{BRhMoUy+j@EMj7lvRR<)jWb8p+0heIxqol4O=3RKaxC_z8Ohga zcD_2@^G~HbJb3c-m15S>g_}BM6I4dF1k31RzM{8;kquS6GEq~F{o`^<5d)1V;>klA zdzXPOx>Poi$y3&$(s$NtL0>GTwDDe{S)CB^)Ex6v{jzSzVWaT7-JbOqq$|>H8__wg zHHU17D(Log5F*YDA_>37T*Go)Wak@bgN1a_;v3C$7vQyq+r*- zQqMj33XxQk=WMQ?F=r#;APRa4-E8L>}TMF4OFN{bK?N9FJDJV}nB7LZ8M^Y5uTCRrsw8XnO1F^<`3HTBfYy@UoNh%o+ldj_$AGMyNZ~5qEB`fNb>F` z0rBK%^;(@x@7Vm}g!MwQXN7y=KyVr`1Jyyl8ORG_>j>!CO6Y@T$Li#1E#mgD_DG3j3{KXqUtoZ>vmijO{;n@JXA#Nzf-9n6k) zAMY$0e<9hPtm@Wzm9hA0wN_0|E(E_>XlQdUqy@#RHa#EMyN|6z@c~ISMEnq+|G3BD z!B?qZS*avDj}U$~-=#rUxuqAW91lsPLdIP=dT7w2g&D1R%{27SysZGlP0VqI=bmi<+9+ z&<*;c{(CG~vo((9xi^lF@k!`KXeWI=U7f2wsBQ5eO>PbEymmIU&#M-h9DSQrllNXb ziGt+K=CK`e&7u9KC*3twdo4n`gTpiJB-CH~%=yTlw(iXxMNIQ2*q6^N|8NrtI00DK zB8ra`xe)ru407wt^FUGT%kkCb^gB~QKSP->77Z54MQVfUKZ-uV`&TwfRq6nX_Ytwx zj|SV>#&Kb23tFqftnH>RZkG!^Mq` zvE*kZg(W1t2qCc$daGbzN&rV(ujy?XXU52Kr}Ap1f-w?gU}Oxb?ERw}M1YiDz}yx2|-N zfJVtiap`){aC9d}uJ0wk9Qujas-A(3s|@%@A}Y4HL=5lfpU?>&r~nAiH5-(+yr!>` zh5z{Rg3s2}G@FNykD({C8=^Kx@eu+_G-kNzn;n1_1g>mKo%Dr_AtQgArGebw9=S^{ zWN3(+IKKvJKkp(Tr@Z+|n)T12i3#IluU+wK=s{dxM;~u|v7JEj^XV%FqS|s>G~Z4w z)nM>89pkf}BP^XTO?|tf1<@G0+6fxs+!h;l5V8f)UffqX8x5!XfH;{$Cg~b7cNKjX zCcgvw=l}dZz19rFu|;cgY-`xY=X_ThN}*1CFDx5IF;R8n__TXS7q*n2yDgKj>>`l; zLIeVC@X=#W64aOFzV9E`esO^7DAHgNbG}p9Jz3OGcCVwI`aJQ^8N}p`Pu|p78H@37 z+Dxgu9uh7&x?K>J6er1~*dNy-+l|`$nv(FBd|hl~CKf^_7Uu*L6WYM3@!DeIiYOF+ zrS+r8!NI|3PhCR;hV^Qqod9D9YF9zzG=(EY33Mk@HSYnY(L@$_7>CseD3m9 zRmbM&QyeXHGU5-6IC2pixA?N^{PSFM%-=ikn|63j+Wk)bl6dOrPI|{Wf zz8Y|l`Y*|Qs2af0B(DYOBkAAc4;G~N65K0Y69d+@d%a&gbCz%v=Ni^w;2fKSc!nda z-PM!$gqfR@c%MgBJ0mFX&>zX>zO79HDoWWzWN0F zq~({KiH@F39s0DVa54M&k+^taRPR`{9V9!KW|g}EC}|NwVlC3P!2KQV%esKfv^JI! z`oFY{Pcf*I@&MV+t1@Ac;562}{PQ z2rcp7wz$P=@ch!L{XB!rQwS$#DO5M~RnAZImSRrRe11@X_?UT!&5eXc@tTIl`0Q&k ziC)|;t4jf3kG;UqS?ObsbK>dp&rhW@^Kq5-=81B2KJUbKt;}h64DLpiMmgBmWs+uo#8jEa zZIG%E+YPM9Ov!Jux2uZsx8TCm;XMg2Y141kW6&U$Fws5O4f;%&%lFAc@dM}m4Cre> zNjDQs8G%KzDJp6I5|7$>?H0W)uC$!-z&NWq8vJq{L#-_rR|RtB*DFBhfCPM!hm zo!9Qucra5m+kNT1xcnvVue2&x&5s->cEaCr?VP1WZCa9=x$A}p%!p)vLWq$oT3}~3 zR~O9v_8SF$>y%NhCnNAq{0 z+xsHS`B>vQ`b66Hb4E+^Ytz+dW@=tH+V{LUK?b)G6aFU;BVy_3Bb?}&iv$YC+kljj z2;oyK7qKj_^{6Y<0nUFrZW_{K3~oVruT#~_b0cjN)I zJwiYrJNUm5LaD;jkq;kp&4Y%~->k$Iq;FR}(I&+4eP^24mUBhO^*yVruXlS_R0+=h zy$KVW#B94;CKfjC=mp`_sb^1D*2u>Bu4!Z_w`ToB5f?1`n@I2?$N>KFk5)TNFTi>rzUiiH)pBKpi(&En5f31t5<;$OuqI zGWdoR7Uad8X|TpUcwEEf+6wxdDziJz3*Ya$sip{59=j(dYnj~K()fr-5QPfOdfKU;iMC9V3C@f}Fc->feZv+}ja>JREoTmX^QIQE1bV^d!N2Ktp&!?oY0m(o7jVAN9f@R{8=ORjteCRAq zR2^yI#^N`-EV&>?RXt>b7DEnM!dgfHUzdF*LkR5x&)!Er^o}-KiV$a#LS0DLW&-F_ zHL?53e4Z~&R(UBW8Co1z#Wb-V)NvE0Z$_pe9mX%g{KRT$c4H(S>~z!-eW_>D_;7=n$h(!a7l~h$Uai8SPZzc@Wg4d+_d|Zj*^*KPE5>Oyv9F2Q^nCazMGA<`~JP)iBXu)SSPL3OoY}ul*4F@ zaVxdPj<->pykpQ&dfC@bwf+mOOZbARV2xM6k{efTW%v!JzK@O>PMrOOo-wYGaFaZr zEh;8mH+ie3opDYaZ<{{|b_@QZ%OW)(al>U#Y9iMs<7l$or1#*exM6|%fyiL)K8`** zWINc^YvR-Q`gAQmy*(lP&7$af?y!gbKc4SsjC3^mHnD$W;p_0%_f?=wv^1MB(9N{2 zKSeCe)@V39>WTYYu_8xD6qBO{0dhG9cm&bb)s>xaW4P7&(eTfVGZ{hojL`?i}4t``%_(7nr}sn!#%5mjY8SULq5 zLe#Su8qB2uj~ijTGfm)jCg65j-TzxF+4R<$kL1)s?m@vj86@@8sX*_gMRqP}oYG@K zJw=$)hhHvK6|Qk!R)bfaBHd)2{Nb0H*0sZHTwml;MeU2vje9qCB~cy|rA=M?0%@vI z%1v-VUNQH*QrhEsPt12vPc+mV)*UcSGv1H&%io%uzp(9pVS!V*)@+ZW@UO1rhg$floR?gcBm0ur=Z#BJE+3cxcU>T zjY1wT|46R6oe-x}?dmA>xWLNfyrhwNW_PtyI+oiv$NG5E)}%kPM7FanS8C;AV;HE* zNlE(bMdvUJ>Cs(c*JFE9dvty%4!@kqr893fG}CU@+RNJAx=OgSW8wuV$XbAR(>ose zk5~Sj(ax*i!0!}62l{`no6BtP9EDx=e+b_I;z8JGZ7&#$X^%o$^k!yeTHXnbpgMfo zA#Kxli>gy>gB)nGEPuZyLt%+SKsx_N&iCzsxchGlaCtv4GgDa>^NzdJ>fodAGBYSb z#~hJ?Z(FGkWdw?yxJ$loTp)zFstjUGs)cv;Msl)_tg227>5Wl|3frB<0T;XTJC3yv zJxV4kbZzv`l>p9-q)D+$H>u5xP1JoK6=_wx;nh3s#(?!|(V~d?KJQtU&%vnPgw}x- zT;@j`2Vn{FUXLKr#qW!{qwcsT+Yiiba$;tW1ndOoA;vleuPjKVEv@r z-Vmacm%t?Ey=U)u_9s{iPj@z{L1-yJgC<7UHfO4Q?s?~dOG#{3->F3%Y>OT5yK&fP zw9Yq}OAzIPLGsJ=QXc3Oz1DD7?_4_e%W>2w&AHkywi}OKH%uA+hLwnxobIVI@F=En zN&W(@3+#H&5*-;@Pa~}AqLg)`dFmUq)qQt!vcl&nB57d!Q{&HP>}g-k=9mHD6%t6k zfFoCHPV7+njXTdJxL~kw4sAe&4?U zUT}SgerE(Cw|_zx-hZt;-_Kaxy%-rr6kKZ5yw-kmBT;=|XAj2jQ110{awls3u;WJ| z_Jwb>mVSkt&);=1I%G5hBGoN&DVOSY$z=W>uMC{AVY*UktdU9YtDG5W{L$Rw8`8hK z%q0}Q9 zt7@=}l9FC1%Fb6t4s~a`w*;f?$8m;VnYNON8J)%>ho_>vH$(k{Z9N0VK72N(7A+fY zcU-Mcv;+;M=DB;8A#tH=L5r^hAS@HQ^zIADvUabQ7mc;T)lIK|5$M_qWupxk=PM-*CYqmSbvgbBW z%=~)7mQuZ{H#KYf_StRS%)c!qyCsY_49027LNb?9dD;sLwtDXqdw8%AR8?IB!(|3j zmul{sbvIts8-8}xbw#=Z@$R{r%)f$Xt9j)s`X$oSEZs)fUP&v%ubXzmEc*BIJyYY> z&r+lJ9~-xADV`6%Z8OmD6ANd^BJ^27X670xbKU2ADjGqId;Jc-78yy{3?#>JBVY` zgIoNt*CH(nY$`j8-E@wMM)WQ}03z_&J6b?$o8GjBPCVy(dC}%P*PR@_l5j&*t+Y{w z&*y?40D&=_?KRbIpyMjLmjpEv9~hGB+jK%Yb1F`|5X|lMCoyile>b#$$zXYE5aRFc zvlAEJF^((=?7g~tJR3Kqy3+N-)~9^B_VD6JVd7*%s#Q127Cxw!VEkq`?m(zVJYzWR z-2Rt`)6Ze?5z$VuJ#qjHK8hvgT_F2k>g^#45UH} zHn#6m2w17r6B^Vkn%{@l>9?4&u#PeB78;vNqcgG>SbHKvCl-;t+a2=J_F`A%d0WMv z&NYA7^q%p>tLnTHjB;Ok*ePh}Vy$PcUK@JWreSh~%^?l2Z}0i!?>3=g`Q1K&_3y}H zsQ&Ni9s0cU#b}ki9>{X5`R~FVuERr)u7Hxud~e@<#U@tQ_6c5{Z;e zj$3<-^cpD*l;3yKKT^eG?M+_ok>w6l?|Im!6Vv&UOc}|wE5+K!iA6E#Xi@7MUaqbq zP-VQ^9RTIZc*a<5#5(3sT7KTu%d1`L;T9kqkTVZzx%|$0agH9U&(3e(kS%!;Dd>9w zx4e;I{E`Q5$5op9+4)=f={byUyC>6hNkfdip{U}{fy=dW`oPgK?C#H}Z%qX~@*Wvx2#b;yVEwjT91Sp~+-c>V&Q$*DCbetIsW`+RB~5f2rxo=|nVy_b zN?z`!{!>=N-=A-BcJQ1@00o5J?7yuOTp%=z#l%bsu!7n@9`9KGZ{{z3qdY8;;Y?qX z*;!6qwv~p+{CybakY_sGw={AbpNPHwl4t*=qP#7B?6V>)&OT+!#U~+27Xg7{;_Hga zswHk1_C7HTelG2p_*2L7{@(h^Ok`Jky!1s9RQt1!f!SBxa)xleFYb@hT>LE?jBcR_ zdT*rXcqPocVtR~y9dAg>JT6*Hb|#BO1>*ll_~FAO<+NA=mcdhtpSrV@5j+S9VfL^1 zKjp}%joH&5HDLfjIzyVkkVurMjlV$s7IwE}Mv=~s7yr_2{wNEwIHa{p8PMt@!3rQG zsCWKrSb{Xfz5LVvlHhkmPAmeZA+aki-ER0@3XtxwRKhRAXHlVWZl`f5xQC&qQrb#L zovK}`$ve+Deg`dwl?Paz_*~rF2apXcPP#RkgKuoF2lu=w5`;Df#V!xbFRX{pKzAd4 z*GVBD5QygwDo<@V1R@jbr4@6>srUx_Zk-k>uyGB3j)@cR@L$E^oO%#P`+ISxW2rMb zyNuqz=kd*-%Gs~o_8mj}G454-jh~bEMfm;BCy?`U!xhm9ZC#d2gO2?pD%E7##qM4D zmJPl=5A7Cbf}R6dB48doh|8qPXS?1^l)Cce=GAETnD5o>7hDt+I$qV!n%m8yn^x?~S-a7RSQ-{PSrNCz z^?L@YDleN226TQIdYoV9|2hA7#z2ZRcvde_nYPlLe=4rFHymo~NfS0as;)q}4zN#v z(PUsdkE73jf$0aFhacrgXc;GjrPKGU71B_yryCA;DEsB+O^HRWc)R;SrW$JbyM@T! zKiT#GYJx5(AMA0@-by&@n*BR>NNsA`)rND0p03yk3M=3V?(y4uv4CL-e(piFH_$GU zA#-~ARYgdVuDYQXoiQO_$r|@$vo)Ga1L;%`$8YszA7LNRwnT{GXQsC%98Rb3xojsB z2;;2|Z!N`#vqw4$9d>E-r!rQwhp*sE_1#E|Zz18$Oo3jzj3SzZ5K*@NYm-a+xFqO6UBg-_$4)3|W_gXw76ymQE~ zO|*sTSmWL-Vl3(V`P9kq68J;1byw=SOnlzV>{GFmb{670QcHMgqMaYov41uzzX>HT z8Dr72O%k9?mbhMPgBK2!0I&d)U3)4eYEnBxP=wZ{yx`oL*q{L=Y#xM{)65^2qX|gC z>LRqbFcNkNm!4w(I%T)hiG#wb#jL$?dsu8xG-C)qTgv~mREbP%3Az#LV~1;t)&( z6nDDtriqoJXL`CFamYC)isGoROXuLn|H=8biGc1YD^2}=fhl$Tbm%da@3JUmSc2GR zuTOSg8z!&+o4nUo8b7X#|6B%jXbuePs*^pA-A-0mw!1S!#8&s9IGni=4^x zu5ij}LjxNU*tyk?Y>@QZz7(;Begx^y0ZGj;P0ixX!^VrGN3~=z=5D&nE}W~;RaRHD z8>1H*>l?0c7(YvaJcHtSseDqUai@=PqWaQ)qQ<+7hgUtQWj?N_FjD2EO?u3?BpO%=+$E$? z>nv~+SttAES(=GSSi~SISEj9+8(D>uKXnjS2)X#q^T(D9!3eJP5|!D#o9ldjyg?mJ zh18E-&iQCBAgrRyqnaaMC(XsxJ=seWhGW``cfaGXD5Q0}B))L-C71i;JCzT~$9N;l z->zcwb!}z6FZg!O)_a43GNM|5BB7Fz(oZNvFMnY-wOMcH5L`vZEjL6Z^2+A)*S_7oo70s#&0^AK5?wv5 z#pSb5qw;dA1r7J!ST;B9&N0tQ_mSG)xs%h8#Y9F2+PjUb>W`;Lx$JjOmXF7)x9q`~ zhKKJR_oydS8{`!){-z;st;7n=MqD*G*YzarnLgI_k^Oqc;d60HxnE^r{R41&o+oml zhgGy)DnY7drfIBR-Gep!@!7MA6sUgM1@DH*#iVcI7#F!UaX4c?rK@VL?{CVAo$%Py z_sma5MVJ-7#V#By%biqnn@;(MQ|=#NDmSk(Q7V&hss-IE3RG;1QcK+dx@R8H+_h7u zhM`k|QNIi4?yL*;kqc2ZTsh|-hW`}1TuJ8TdoezW+b+@Ku&sB=97nS=(Rc<_iwLUJY$%)< zw54U28Ggl&CHc~y1{%?V7DT7fBmBJ@{-lD=-C#sWcIlfm1o1lN4>$l2>S~X261YLFeJIp zX)hUW>pdtucEWfmPZ?&hL74(SpPrSq?|i`Zv8OYq?Y*jM)d!8nVeJQ0K$g~}0h+3z zKKkOZ*p9V*?T~5z7RrpqqC*V2yi!*`8_#wTTRo-45IADWOX<7Pi!^ENa5wXm+}JQk zZCTvydmG z$Qd{+tBhsp#J!NC?-uMl zOj|p^rC?Y4nv-yp`(y6IdwZv=L0__MuRbhOo+#{jNdooXY}57xWBZFFUs*}XJi$gI zBw~+1>-3PyEN#6}vHwL}+_JZd+6kP8f1B5^rcK^zk`1-E?{1PvLRm0#Re(RvsBmIJ zrjO}Ids+j4YUQDmz~=6O<4Wgdvo*>C`(yqmCn7bEhPuXcm=$=pR#g28DuiO+K_L6ljN zI*nCCK{Gs{N86Ax$lnAN+>}tdQ+*4OX!qWd{A@j=04Z|0OrX@+*ie94U9^e#m62Gs zR@KpE+Ba31 zv=}&tL<1cO$i`bg^=7Ns-N?PhG|m!rW=Lg}Ui`4~@v3nN8I0|fnO{INP2q7t-uNh| zn#4r$-yG7e2U5O_hDo^NKE5f*cDo!#$RgxH-xEYq{?%?74cD*>+D+GGOOv(YeiQRE zEcOxs2|cZSUR5=b?PD7HLgY#T@7eGCRru)H7SgrjoWwSMGr7#Hb}O1JwXvr@M_scx zc1inLsy?Sen5d#s!dqXeHRGoGRjb|0U9lu+SZ;T+T^9!(_ZIAihp;889(Qra&|OaM z+h(zchGdxN|KaPsi0b|MeZSxHM~_FhbD#UX&Uw9F*L6Lw>v}#jFe!@JirbZs9Sz&#mnc0^ zOd|ao38W_Vt1&T4CvK^@%spsy%viqgW`>UEP$sOH(5H)Q0W&Q9SHP;;-YGXp`=ysx zGf%V4lIy#~+7Uo7*}+Z!v`&K1SkW;!7il{Yq$c$_-U$S|-k09esO|ieT)+tQ-yR8% zoxG?-LiQu8iu~r@G|;NN0c@W!v9X>QGO`axj#Q^qpuK9og^L7$&<|1Jdq(oI(w&&g z$+FwxA?8L!o7q>C*X=jOKBy|%x+dKADRZ))G?gjpyV;>w(%Vuj@X(ioiWt;S2HGqy z7{Z>FJk{(UuEOZ3rZN>ZeJh*OwsA&l8cmyan+MK1O^10%#&mkQJ0@fB^W>9b-$)#f zZ@tkjIri#SJxhuvU%KH$T%vq8##~ck*_2RIe?Tt zwbfavyIDT*`f|>jnl;aHXqt>A+Esj`s+Py9?kJR6|itJQf5Gr_M`cSy`u~FeXc6KX`@|EdSRq7Y~F5Y3*mUkba%EISgzkWtD zbya2j$NaNUL-7?ugxl{!5lek;Vy#3Z*PT+!Z_IHwi)qX`R8%{n%}b<%j$H8hMDH#s zFR#PMdfHR{!bYS|i($@Vj&p!yCr>?}c5Intx&Qt3bHlWjv(vrF+1r9j3JT40#R;^W z_-|IY<+>J&Q|gm-(u%E5pYEn2UBH;_ZYyK^_U+(RdQ*0P3~Ff~R&w}eC09l>*}nBy zPrn^%E(|RSwaR0BF?~GbA?Pb8;|QGZtR5&yOM_$?FQa(Hm9is2lZNYxE7k2O4nKx% zN}6Av5mB@?DQ}eZ3d+uos+^elX@1&@p^#x?adCG#f7)wBM?z%Pe9L-f#5ewZDz2_k zU+>IvW4+PthE`4~@Oc8gqR7LqFS_Sh@YTx3)G`exz2d^XTH2W|hF+yAqp&UKSEDN{ zyKG{oG7%TN{bIb;vB-klw)IqixNpCcSjrs-d#t|Dk?MsS*I_bvptq$t-DG6niI4(2 zWFd_Yy&r^s%SOvLI#8n>_Vy9d*|I?7IC$vNrBhfNBp^zX-GAY@FaL*iKXgZ5bt2u7 z`)9b`df+fvJgVx8ap5Z6-tZMY!KJnFjFPA1hjfyDP{GQt_Uas+{L+Cywb1J;B}H;I zeLS;azowUy$o*|-daj@(jHYj^| zHB5T01w1EpBdbo+EDbC+k-AuYJtKLbStq zBDwS-`dx{B{fC%&bLW=kQ5tgdBCf7981v^R@lG#0*s&>FCvUb5cHJEvmwSIXEv<`s z*G4}DV#1)MM)Pgsk@^g(%(+iO+BYPoC5>bP^&g4bV?D{gLN9<@Hg){GoU({tMAORI zBNhbrlU}eUe|H?2XJ8we7;u-3{F(b}GVj5-5R=de@0@2AN?p`cox}Qe0WYHzRCpDd z52CvWNK6l=;%^JqCNen_=6yBoRXL&=AZZtXh5i_l0fJ$y1_!3DuW z$bj9Bx2c(~!94g>teGjcWow5o&*zigEW9oE)wd=9clLz_5zub(-Jc}Fsz8mJ-e5EM zK|yYxF7=LNvh(VZdJ>A*^c!8gQSm2F(ct|M@_QTY!>+#UX5pJt)Od0>=e2^J(rnkV z<=y9>)R){WnqN<}WJWhwh|lD=-yv1QFWddhOmc#ywq2|-+i9!$R7|W*nn7ovy|eUm za9=z44Z=54->GfB(WlDK)yR1H$WsPIbEaL#(3pFAwO3YL-|NgI$GM<-=8|6aWIL9R zuP`sh<5T3K)QrEQrbs?jtJ${JFrN}Fn_^Ac=^J&hye2H{%fi~tS@Z0+{S&ONxH!Ge zf^DK!ChpQ>m^&TpLm=d}e82MBbefP!ZI5f;AfuIb(f0WAN*~3$S5@ww7-+bV7RycR zipXw3ja%e|Y4A;Y#)@5vV7cs+t;Pe-wW)|@DpmhX$fKT(P3a@^3W|3emoz!7c38|( z_&^EtTm0gr>C!c9zmu?W4X$oh0VP1T*5}W2*!PAkxWvlllan)1rxy}HD6f5EL#b-b zS5RiOJJYi5NM@OK$~oe1EO)YGdmonH;h6H!N%GabRr*BnDZPSyN}w-Kg=@GXQ8I(b z()jzHd2Qa)`0)*E#qQy@Zhw?|@FTG`$X&jU2gB{o~!=4ZqJRV`sl-TRfFvBP>A55Z2B|Yh2=p z_=3F#_bf)cgt5rBOyEi|+E=db~!!4dj*Z)>*GSaW>-DxRh+x$+N1~EI$*$5(y ztRl_6tuVXk`E0(`d>rzCHqQ-^80y4<^`Ak!rmR^8Fj(joP<@6;{4P5+S*)X!%T;g1=O=}Yg_RXhB^buNTB zY^>y_`T`BX@rwx7Y+H0YsrG!JcBBVjR4EFimSGpUM9Km#>4wvs^9e!Iy?7E5g2gX< zncn^E$p=Sdio%&L;j#c2-JaKr#Paki8{^qXK&XuSNG~%$5d@skrgg z!nR%fJQ{)hkhWGy#K`FUdlc&|XVy2^1<|ZYs2g8$WeN1Hc?!3(ExWn3HmWkM8ihNH z2Zab_CqI9@g;#X<^=mw@hG-1RafCI~v7sVUyKQ^OJT8=&&MeO9UWDDRES$;Kbf*rV z4o!#-8~FW5e(A5J4d%1{jJeJjPFKy4FUFSaa6i{rLG$=W^P*c~kjsatQCeU%r_sXQHR!l1v%YH3(I{G$}$=-##|(#l%XS^ z+OOF3MS4?7x0CrMc#)xB9_AU?e#O0+(kFyp-SDa~I? zjdl5+WazZgm2wS2kGkBsD8qcG2W8yP_k{Aw z?^;6h5q!#~FLF!tP5{G;${>-rN34f#_Y7=<^3u?E7J?l1~X4QmXbd zA`mrmjEz)3`Tkv=fr;1ZmFRo>(g`JB-mi$zEr0(oQd$1Ut%KGmKDrwt`4HEoZsAL8 z6*)`EAj=#tpeThsWy(-(Xi@MJi~b95zwDFrCOxBRmsCSrm}hVlda=>_J-xrP3$*PMo}cIO?$aEKerI;>zy) z`qxvPn#!h=%S$Gz3q}2FeKoI&ogz2wbC&Bqzi1VGlxl9*i-$j%-6o;X$=g}DPBzj0 zR5^?K_+AzU>jW4@8JU92rYvrakUkS4l#qCO7?ypF-(rK->ddHraGrQ^-_4Bf0IFMN z&)YO3geB~C9*NI#RC=WaH=Ipspbanb4phIIhO_#7?*Z@!Mm@8+^co#83LWKaMm;*( z#WT&%_%}%dBecb|^AstYb=i69eedrj$v!1q8@Ir6UcCT0r=MT@EwD5`J>v)(#gA{L zz2|-=sO2PHTg_QP7vu1lR=o_tmlb-BO)2da0a3q%&g6B_F#4)(_2;zy&c$Ihal4Lw zy8Df!ljQ`H)h0p>h#dSnWCdwQhK{q={{BDK5K+*m-^-VWJAp)vGB!pyp0U^Z{{G)8 z$*yBAqkILF8H0iS2KAdr77NP+DDH+9WmZ1tDu(ghqdz$LaJi|p3_$$Fdt4asX(dgI z;o0M)Spt);ffC&FuD8R*3ua3ilK1pWPDLP znpDG@&Ix%+V83%&|akluQR0EUtGA@c2&++ze1go6-dc^{(etXE|*{ct~ z7ck`0=ZoJXW>Tdm_ImKuhl~y(^04Z6kOLA|vGuVqW6?`!YeEXT-MyE3~wy@1~4Zk6M#G%(XX2BXX2MX#t4wXr4y|7G7 z>VZjxW4=^@^ZYy`UxFFt42Mg@^bBGz3i%)?`=%Jg~V^6wX_b zIiK+Nzrd$%^R#XFjZC;)e4f6=`p@R*$sRV~Zw76lBy^nXDDeaj0b-neIqa zd(-{0q|RlM1(`h{=U!-gZ+Rf|QMN?$YeQJtZ?9XMe$meIY|}RGSBrCu^k@^8M>YQU zW-n+2T|1Y&qFP|872f?4<0E~R*Zk)rvl1Ye_gDBulB{6Dz$0~xflAa=_zY)~zf{n*^$a@)`m%g2ZWGcK%j8)FbL z@XVdhK}CkmHJ`);I$MS z(YcHN^Po=z`s1S%;z$!@n}A2UF1ftGa3Jme^2OlF?T_ieeY?tg?2 z1b4%v2y@Kdae~nPYZgDn^V{@!CVfaB(mX~l!=pj_Y*^csF+Q&yI|WLLL-Xs){SAla zCy_0%lHM*K+j(w&6Hnro&?REzlS}Rm*Tvo2l$BV>jPGW6R*#?0t2R!B`^8s+-{PjX z;tY=~ET(nZ+pIGvn$-#8E3^}9^iQqX52aiqDr=;Z4O5x&q}9lf`8FH9t8Lk3I2P45 zX5=ezojWMY_D@1B+c8;GIZBa>Ay*i%e2xD_M@2QrIdZ-o7WF*S}b`tJyfT8q=Soozk#K z>SEw|qcz#~k~JC=q8a1uZ$}PwE>;yu<Xl(N2U2cI|#&Pt*TN}}$p6bA3m4;e?>*lsyK&OqVTFX!9Z z!wL7#moMBNTb32)2NBgSBvavW%rY!i?`C7v8@lT*3%L=WXz*`THxJYDlma<9yf2qP z7N28u7zTvK2+QMgEsjrO?d_bQqK4~rmpxm#?=sOp{jm)XF!Nc``a7hYmBRMMq$p{tpE460^%^o+ai9N4mXR4P;c4Bst(Q@3#Yyx$F(Zuk$@{GZ5Q+4fy_t93Se_A^*X~}OrE#EhBaNp* z3FTs?8P(HDSCZ=FuEx0l&DrWkk*Xas4GHle@2BE#Qv(mvODEz|l{ zkKZ#9C#m=st_Gyi?D9)(zWLOe)uWQF=GL=eT|-U-b7YKy-q&n!LlY^X#21$JdO(k^ zBc`u{R7RzXoz5mFA$l_3+r*+en_m(h?zcLJ`b0?NPU}0bvI~g*F4qw%&17(qH(g~?7%yws-Uv&qf0*7qVwo; z!e17AH5XgUf*kp_Qesvv68l%f?nnWQ!^6@P_BBk4TWXx->@xm#XIL;r;#;Ni;lXVe?u`$})f5UCp|?+|?eWK*rCoS8{!wMko)@t- zE&fA^C-*iF#bY!p-`TFj+T{vUUhB+i^N!zGyF1ua7&|05Nk35`o|sXL@f>H%7t_cq zWkoRTp+k{!H+^^>6vw*jDYM{q$g*j1b#(lozMLf>^C)%6*t4FnF^ROJi%JHQ@~tv4 z&4N$yG?T{L5!8_wdpXVb_3+j|A@lhR#$`7@N1o#uJWc1H+HdP_bSX*d9Uc(GpR=u; zyiO=!>Yh0N>gCF+_zY{lc(WHzPV^6g$G>{1KR(Xm#3mC2w8DciV8c@6KR zb;;SccuHhA%emUpC8btgKOVPC_KMSN8l*b+Gbu&vq)aG8*pzcF&9uQkLvJr5 zoSSU$1p%*g?Dj6%{Rt7o=EptpEnGL}L3`wF^elA?ZgWqBTh>!_{^Dv#dXcR~L0*iY zJyEP!pG10>vdhAmZC|4nw$x%33$zUBr{qTxH9r;Cw|5MsGK|AC#R?x~(lma`m?`y* zG+tPPU+Pi{TkgNc#1ssEkXduu*^fb^vP${xh?&k- zhZA^9AJvdJm7YsczQ(1x?G-pJPlFR~CpfXfDpmM2<%fT(DE4aH^SEcitGXREsd?nV z%f5Z|WC9Te)Mu8_q=5@OVX@ZRH!qs3im>Ji)z`h9HX9d=XMQaDswnkw@x1|auEA& z*kyeDq<$(#{kv<=xbCjaabkV8!*$006*9!aQ@l#Q&fi|PHlEIx>%vs{AhSBc=;Z6y z!o7x$+{OwS$)&r(6D(u66E@!@?v?Hml@;*c^a-Ue`Bug}vUwc8>cB68f-?Qxh*3qV z)I00<@OUT@UKd<)-eQPS%|rWEvLd%dQTB6R5)IF)s^cI+Db8#I^Xm;3!EcAFekE_R z3)y9Y>oryrpyy2&xP_7n*V;T^s+StZsQ?xR>u!&mR>M11(|YD=mZZD(Kbt-x@;Q%# z;6Y(weH>U>6Fc^nhgqS}=N+XTaoPD?Y&QMxl(&2a^6wfhwyp}^jW=lRqr{&RsU0Jd zD&Ck7cO3=l(gg@ZYXO{yflyTJjGjdpgxZUwu0n`tjyWqc)thl-ILsB(^FmTD zRiuhmgN$h2)7q6<=k-=MIrOjyO}AIuPcN)>ja*O|Ze$N$VOhuvGE{}{Xvielp(D+{ zaX^qf5*KFV5077EVPSzpnVpYMO%-^M3P#aNmD83OoAL0Du8Qba_N8@B*-8nV@Fw_i z6Xw=LS@V85eUtJ3k)U6MQuFPYogxoSvmiAjLX^xX4%1=cMMJM3g#CBc`*(M&%n+hQ zVAxLdvyCBuAea}wMf%& z+$FpI&4|ze!ohocrIQ*#9dZiI;RESH)rYQX&AnpB6rSJxp1X}Un7UN8fFCN;Y1fgKiHSWAq;`a4WzkE3TRaGOab;uIbIlfmrXlhve z7N)&qX*?H7vR*HoGEU|6=@@6PMvTIHx6wN!ZmYBX{mS^E*{6MWi}(n1DiD(=FC+DF zTAoxROZNDfC#VXQ7e_r&6Wl}Wo;)aMoDKFj-Al&Zze*xott(T|rnvt7))!=YYXn)U z&@!%u2ph+~SP9`m1sM&;h33+xXk-Yk5;or4Jav53_WjUJ-zIx7brhTmhZVI+kBgw` znF$@gE>K27m-(3Ok92hc&${c}LkqbT_XU=5j#mD%^6Y=tw81BhU-BCz;O9b6O4QgL zD!bgenZ`ae_@*9>GM&7cwB`%nk|hITH-(-F>E-dtU~&XFQsl5IsdiG2;J=U}m>$X| z-^o*}bRT8!H4jKu$`kK%+I8@hIZKW%Djp+WR{z5E7}-^3NwB8tjj{wyU*>9YC?^l5 zTni{Bimd%OJsG13pte*eXvV}UY*23(<;MeLaR*tW^< z0Y^L@Z#m#mxRo#XtIz#}6)3gs(gzW`9;bYgSmRLYytb}M4KqeG%RMp3y<$+O-BNXSkk?s9 zjaO|{;6Y0J*y=R0I5gfKA9OV4=N?2s@PZY^PTyEx9|%w;qMSu_^=fn{p?%c$F$rn; zWLcCWoPiuoLqqMnClRcp14N9*54|Cf-j^K2;=klN+VwiNKxXL63d4z~fTjM{V1aMl zZE-`i>;Oww1f0~M-7;9kGL)3t+V9zAT;TrOyE1H6?xRPr&mdHt>~=-NzI>%Q?hj8L zOWH_T`g2MXRAKWTIgX3(+d)$`8u1rRx^h@7X&C*0o>(Lw8yOpNWT+^Bl!h47BEYu@ z<8(}1oG>saARwG;_E`!F(e%Cc2{_Y`7(F@iHm!K!busX}Ny*F0w~;I9Qkek=y0@!6 z_2HoY?*5PvVHG&6@z$HMQzNU{bN{}v?!F5|aheM{ZcnO(y*3U1Y}S>n8|SZ_RCns+ zNlmb$3qxK^bxcm{BJ0z}PIORtJbF>*nc}- z*~tg@6%g$9OWk@ZqgoRnwuP|%tvK;Vs^FN&saOQ*HfL(q5+Len)nryR!1Y>ntHnpX z;P|NM+&++sbvc>7zt|?Lcz0*>rdHj#R>ub_j_acWJpd3|+;rTs&I(_-%?D5yC8)8S zyH|d;!ZdMh|ItdWnAu6<09D*YMdm56?W;!%{6lF|eTfVf~AAX2?edZreG34kaz z?AIbtRlc)m-EF3G6?Yz&n_gm&-+wL?*C;(F*!%6D+WM>lXs6c+8~q*} z4f;VCfTSrAeIjmfNfy$awna8pXPLMxr~GgTsY5J^EGD&cRdNj!uDQ89{Dbym8JU#S0txt*td{L$V1&iFhd$(<2rWa)A@_G=X<8QM#Cd1H??f|g##|vjjAaC5j z8UQUjdk4Qq1<;pkDW*#2Id0n$I(Nj&rKyhDf&(OjAs{4-1y&;%$yH9P8G7L8@Sj4J z*t|a&QJ}gF7>3vnA3l7&dAf|q@*uag7f4j_EmAQ zu7@FcM^340jPZsoCCsX2njO#x`K3`P!-0pwZo!!ZDOR5Obn|3t|2=F$Y= z>%k8=OUwszLON6Ag!d(Oao*i6GlgR7jQ8d(LfW0aPFqiJd5!~CsrBXMF@H3g8rT?y zEQ`b*?Eu-Z^l?0tLHjlkAI9Y8%ZuM0bbW-2{pLrWab#d%prD3uA!WSfK*s(61lqVu3<=^A9yS>o)EV4FO&5?Fx zKqe&%_V#sH-6NyHYG~Lw*FnLMbJY{XD#nzz6Lsb5`|W? zM(9b(k5;`F!3AP2OL0vfw#rX21zLY-TSb;t%gNyUlEFXOze*wbR6{|~x>T7p?7A6i z1)`T-P`KV)dq;w6Iy>=$^77B-dtZIYnHI+y0)ShU1qiK+Gvw(ta=NNC65jtL+<#yA zFVlNwS1}Tf3xut~TZ8W8sm(h`z!QY*HGR`S6*U4>r|fOt8gjH7NX$}78ueSXNYIm< zVmKJsq^=s5ZRaM)Hh%kt1_o`nm`Gbn{R+0X2=b9h z^V>dTT$(`erriy^{H&WHB=t$DDn;!DVn=3wO_J8aw9#g~LrY6*3UOAACr!kUk@+6W zZo_3pJ`nV*zhDv7D)Rt@5;JR>n>WJe!cCq3NsxO1W{(sUouS=B3 z(33Imy1Irp`*$5(CVN0-k+qc1{HGr<3Ekt}UTP(NHA=FPxN-e+fWLpe1&A(2ZwiWt z1VD;J8R*&>AQh)A%BlNvv5^l<97Zh$RH#h9O9}|-uLD3tPai1w!M7H`X0f!@k(i^N zxNl9a92)#@GU~oxVC9_aDC9*0cpWxEJ{Kgge46P%Qw_21Ru zmd#1uk&A+fleo$@Es!cRzTEt10|?uVnwc*pp^TG%71J)2>V%LdQmD4y> z!S~#7FKVP(_&0UE#Jrqjk<-;p!09P6pSY6Y_L~a==iz4KF# zzo$Sn4Sn7#yK4t`B&pb&zp*y#8;l5^I_++%tpl*p6JuzuaymnaL{Psw7!(Q>QPu;8 zLOIOhyvh0c=sN&RUBv(^`r{mI}MED7(WEFvg9x*XD+J+E~(S=%?uqSLhJiR?gu-Tcd z8(_aN5s$=lgrfQ~Yw7A0lxSW2v?~*iwhoT8jK-ani60{wx&ifgDR_iN4j=o!YwmXj zua`I?T^Yoy@9fOE^VPtzCrP1itgU7KQkcu>Y4P>~+OF7xHxV&mRvAR%ERPbjch; zU&7RN?0~V}=i4d8#=oa-BS`r8^cRbAi4uy;pPt^}uPj>V*=pyzBl!~KI9o+BbLfM^ z+V)OjS_)ePh!*S}pT3d2eyufq$8j`Bt`1^Z-~7_l=*gX5a%FncADeM`Bh!BAd%gNI zRTK3s^fuPVBQXFDFd$NDAMd%NOdM36!4|UzO~6*z3D`iWdO?G>S6IaS{?9ZSsjq`e zQl*zurxmQyK7!0XgYkwi1V?~#+q$;CuI!(RKM4U-8ia?(&yZdV=d{pUU_+#ib($!E zN>WT8&v(pibm^enz`4nN6y!4e!^3;0rVA~nuY>=T!o&T}1H@K;A37l_inT_0ULBK$ zlGaJnN=>}k@AyC);!IG1P0hZK`vEN*-`3@*wYf6g&}RfYc?)0%?I@I34A0PVrCUS$ zuf?kecV`B7heytequLk-Q9vVDOwjWDE0g%Ncy+D}xJr<09AO(NmbCqE>&zOyyX z7bXHirXcQIlK9RZVv#ZZl)I52EsfZRkGEOgF@H?dkdoQI0iEb{5DKXUffp?(8M$dS zqpXl;6h75g(yg3$iQ77TYXF9-Gu zO9$=Y&B&LUZiw&)e3xCYEm^4M+mRe=j5L0!F#7y9B`a&2eM$+&g3OHH>w!4mwmA~8 zHB^4cpl4_AP{zB&Mt`Mz0o;CvRe*PL4t^j)GdO}ca!Lf4VZt|p}E_K9Z*x2MYqYW z5Jl8^^6t;ey|@j0bHtI1V_JXDVHN`>^i66R6bB%J-J*Pph;NPv*2q2(*0OmNilIvt z#KCYZ;=--%@fYB4uWh3Eab?g-N_GQyylbD8)xi4_z^x0CeLq>~Sk^Bc5Q8M$wxN9A`?+oaz$oxA-&cT(NR&(eeH${*EPnLxAnM@#R9ZKh-p_^Q=-D_P9FvWk z(M>jp+5?o~GL@?GJ7A!)_3UgT@=Cy9dVwywYQn_ybC$iI0hhZqy$5dZ!$k*P^KFXq zh1}RiFHq{!%gLE<-amyxyka3KwJ=d(a(sLogCtrQgOeWW_~Z^Qt|yk}D(Xt^b^OBF zh6LzFu&zRrM8w2(dv+c`RvIV;g!;45m!}wYrU#oV)0HJe<^QZD3T{GsVj`m2Q%uDa z5dHh$)DjXBj{1u*zMX{&_`iGC)$ZKagY<6e@#6i3(%`;^X7pf8Efb=DEXczxJFqVQ%in z{wv^D0-x5uY@v>B0d~gFG*-$EPcBx<#+n+P>6vC>*`zjZ8pg;6_B&Xn2XzWrtr8DBxo;4=$Y!Eoa`xS zf^*G7EgM`j0FwqjAHtD0@b^cbof+J_IKYsVQJLIs1UhwMg5xIjBtjR(-*eU|ct3uDi3SL$VX#@7@6EseS#%_rb}>XG!p z$`rT{V}u&WNNWd26KX5`qTc@<<22Zxm6=Wk-Zb{Vg_RxVZboF|W4k#9mZA75g*O*@HNTsv49bgY9Mt1ad*290892 z9;*RvV@=Q;&4g%Edv+G8Qv<*`@Fa4tFjYL5Jp7_=qpE3g5!ORECY<4>{SK?O2wG%T z07a@|L^*x!q=+{IcIgpg;m<3cCAB=!3$zE%-I6Fs=odf`lze>s(g6^Qm+0C2r?B*7 zUN-|G_D*WmV}kgvo_}F4nkwLZL2^8IAaj6I0D)D7B_-b~ zTeQg#hyad)Q%^_`P|ow4W)(I{Ye|kT{*DH|+cPg9{2?p`y+#{QZ07@!Xi0 zI^kbnQm?M?I3a-Rz~>jH5G3U3&d!yW-_&2$gy6%6ZrSW5#_ngx{Ih++DXDm5u831m zv^xuI5evv)$1HoCl{Y4LD&OM7!XMtlg9iGQvG6DVl#t^2v(iWMIutGegnC*aaXs?E zd+~TzuZ9`?qy|*zA-8@Sjhs9YLA@M#$}j3f@x9ctlY_(S+lNf-9EKKjL@o?1$~%!^ zdE6?lhRHbxmG?SsCqyNE>3;+x(yoA6m67BfvkSuRNN5D9GqFo(@Q2@t7$Rx$0uZoy z=(w{ODZNu3|eKpDvjA~^(W4G<=vRu?n7=8tnrgptYb$(-*j)gCsL5qpdhOF_ol)n4yCZ8 z3vsxgzC`V?vGi6)h6spy2-4nLCP4w7es*VPfl1j^zbXYPSdJ9OvbJu5k_THew43Eo zUN@=K*a8Tx;te0T`Pq3e^1Y-DD~J z9YTzNg*V(h{l#gcHL|^P7W`N-`MxrzU0Y+{uizu+R2e>s@c(&3&5nmxVR4jLAVmaR?2vRSo81#dPyG!&NhuN6uMLx%3 z1rTKc*Wf=jty)Na+HS?b^Za~|+XJOEod*Sp*UT`R5=`hLT&FH6s~uTl>c<2z6cmkm zV@cPi4doC(^)=~-qG3Lan%WPJiDOUSPKy(9$$NT?3Cy=ZtJ-xq0CPo zhVzciUyJBY*TFM2EQul-6*yU!)Lj<+h}T*>L$v4@CCE~3g0U5}>n_xYw_l#Qe$lD< zLT$GsMYrq>fn2CSOJPjioTp2Set(^WU?6c&t(~vK^?TyKm=eOJG`EA5Vs4j7Z;*A1 z`0yHfaF}EdVp1{<+ZeM_kN;FC;leZpU<y?tTD@HuI@wulU&QhD#(JHJ%nO_6FC};)ipsBU z`%F;DhRNin_E1&XP~99$KC6v;Ck$;IY|Jaq5L$9GrrVi5qbnuTZrd>{GFpO5__+53 z;R@_kdu8cO;{Q}hctzHkvM_RRC?u~OrM0pf{`FD#IVmsm2c9}5jRyY|8TEphv>p|O z*#16qf|k})&RWs?i7e?m1D>xI8U*x5yp!mZ@DlE=Q<-kG4eLvL&35}g1H!a>MYSg5 z-pTJqvNu1cW)6f_Woq;(a!g=H>yt`Utlmlur4S+`XjpadouDG;Sr1jn8}~EF=rp8$ zuEuQq=AxI|&pSsRuA-S#w-rtKdMQc-mXb;KZ67|vmGqGd9|`={HkMh;aDZkU5AdMH!TG`GK@ugQhmnX|}D zki>0rvq~IZB55yy&uk4+Zg%J`7Lx^~7+9us(>SVWdo@}HkCbdX9f`gHmL zP5xjgxpUD4Xw^r?$Gy~&{R7`I&R6QC;JU3EGwHNBW;;Q-j)M9$u9TYE{F(5_iHV+NUV$dt1yV_U~=& zJ^`5i5z8ViNHl3!-KM1ZR=)6yLG*5h!*b%3pjK91Klc5X)7?2aBIQ;kgOjI*f17q^ z9q@!)prm4jgiU`<(Zf|q-%cAl4{v-cuT3dMnqf0FM^w1Fux+GmV)~F%M5n;?+{PnS z&je11)OOR@gz8hW8Tya5He(sZrF80R;KJU_e$qI@Z zm|rga2rKKn{O!KG=1Q_Xw|SIAQo|K}V#9Nh9cttG*-w5Cgg+acL^O~(Y=xf!d*lBz zJIrxdH~g_8OKrSSd^h&$c}B(FQkY)aH^s^tjbG|VRx=4ivW<9j>s{zu{AAFXtCyEw z$K&72)OvIf)(870nawXri`?d4^XrZDYyq~4hO(W7ron+^^uf)~&ZM1e4`}rt32Ak& zTUa$4t#E>RdG%gOS_VnwSR>jVJHZu$9;WkK_QGM@sC~PmbcNn`FujMs-B4Z`RYvL9 zA#7J;;xK|)H4Q8Az5I0Z`wz8z?+|YJGX_k4Z!o#9lj@&#C3wH%tUo#^X3|q|m8wJ^ zyEE4`FL}*6OK2)k4tT>g5KNDo3zAQJ@eExT;s(0jd^z+LNITBT2D)pt}r!0QYQz_p~TZ7TQcaR zlX)GY^$9OlF9t_GYIE8WH0M!K%WIvs_^qUgg*9}cA?CiKGaxOw6anf?#1qoqd-~EvHklEV0nO)H1oB~m+z3CiC@F? z5Tx~}mI=NR@F$$2#v(Uq!7@Y4x-KTlA=e^GB!wDJd@Lb5O4-FU3n{RK!#V$sJSzI| zU776TeU4=U1mTvg70S9dRC!3##P^D2p34QUUhHf|>ZFk)n;h0;U~n)EZ=_l>POU~B z7iEO*TuOksA_K9|b9u3+PD#tp?MTY_D2&o1U{0)s0oFy82CIcT}6gkFKP**VSMJiSQ7((Fd{@YvyhI=-Tg2aPhvLFipqS669l z;&F?a_HV%PiC@dcoA&y3e~3~<=08ULt<#7)jtpkqeymGlG~oc=iMt~C1~|&~a{dVd zSs^xLgCOg1l4N(gG8K}eEJNTDid~WB6h&($c1Dtszrz|5B_y44G{W|7p z4FIW{-MJ}4mNNe!S~BozJQ~Mub->g;NN=-XC+N{b8fU+h7`ccfC}}-BdiW4b-7)>J z{|@|XVjYp;L3zgq8@M1neI6uXKmJJsvz$`5sTZ3OI<>#1uyh!?@DvQ5bA}_?@r37g z6@LRgPFM@&P-6fQQedE6<#5v9G;R}1wz?-X%-j88VMXD?Yl|u_?oqbaAS}AY{LiGl z3zPO5Oj^ha3rgN`{9P2iHxhRk3Dmor8D=a59u$9=y-ofqFK?97^-shJHa0ofCQD9|^58U#y6!maw4r$tVlIweLIz^GD)Bsw%7gYzw5F}X5p&;C;Wqsu1XD@RULfB|B2tBLCdSPZ;O#sQsH$m z)Opu7HnO*keECytV62$@GnRSz*r?vrj|`bZ=Ghd*`&#lSAni2n=biYc4K~WW#uD9YZ%9uE=t!|Nn;WArsZ)clloZGECaZ9%5x;<#?)>hL4lme}b4|n+VIB z^S@^*))g`7xTLEOz5M_!!GMl9(vBx{fGXS!F#q+yrbIQ18(z>?Ua0evnk|Lt`ouOE zkMwqWXNqz;3N4^gc96sKz?E#tilz>)S%5MvG&ahbU;Ep8+Tm(nb_@`FqbWO-&BWRY zA?s;6nUYrrNnew}qORxLqsAp}ldqf3u{l>%5A>Uw9Iq zUA=&W$2PnEciXFe;+LFbwF6&Vw7z;@wAcvg7)KffkStrF#iZs$ORTm6czdFd%|vFw z#P@`N`;TP`q7M4&v9i6X@aaV!){O2qzUFjBClSrtlAf;H#3jAn%zDTJNt#iwc|ZF< ztu-SgoR!Y(o^FAjaFc=(Zp!_q+H@E8SbVfT$k?9r%`e&c$6))j_8j5YS<{U>z^xeo zwhlBaP#zmvQK%ey?)G=141$f)6l%aT)hmwIHg=!?Yh1sBKV`}r*{H0P(h%88wEwG* zJYg#@H}wjNC)oc)@wF>!o#da|y%Yg?)K&F@H-8~(W;+b~gZnb*?w|W7H4#JFcPA42 z{E1Uu^7Lp+4gz(Xzym%4{_Z(jWhqI;D=1$t_X{VkhBYwyxZW2M6*g=wxCAZG$`Cll zMwL^oxVj$LdkXEfZAV%T`D+AoBAef{59@gJj}yr$cv|-|3W?43Xusfq>rcXa$uHrh zO_}>+RG6cqvVR;Mh3e8mC^=zM95}45?;;J^HCVAji?%UQ#rOTCTDnH$;X!}SZuo5v z`D?6uKoJUxTZf+Cw$^-cLs(3VwZq27X2?Va=plEqu0tvG(6at8>RAzM;cwU0W4WGc zU^O%?CzF(a4L0gf{m4dr$A{flP8k*%{nRl7*co9wQerb4X#R~Tp9pn6%2#7-SW$cQ z5Q|E~^I}6q!?{*e6-2*WvAZ2C9{pMg=ki;azwCGO$rvp8T1bixK zG~pi~Odou(`;Dd%5BI;Mb6TqX0+jwAT*Gul*1+qAh?rOq)RK7k#viy*is0$Ij*W>4 z5mEP~`^V*bcnN*&{E4IGJV=u?a(LKEqXjacNp^mHYiLoaN;}&4PvP6SpixN!q*=gm zo0FD_;mlvRH1RB2fElsPDYA)32Mcn1K>Xv&^znaFY$x{yv&eGbpXmE#K1|@J;NR=F zM!s_5Z27{q(bdhQ(%dd^5!!=96k5$&^=N>EgQ-o6sz-ZUf?i| zfhy+pxeC0=o?P%@Xs=!KgYw79-qyDvAv)ryn3x#wnRSj`$3&m|Es_pNy*>!8M)HS! z0-&(C*4J?SrxyWT{5N?t4 za{K?|?L32`+_r9wiUActQB*`gB`858O9nv!Nh&!jIYCLRhOz=rw&`$P4~OjnrqB4o(Z16_k~uN+c$1J)%wjM zzAEQq)K~3QEwbG2nC~=kPw??v{8?m1F77p3j=9>)O7M8Q!jClpZ{0n0b>@kQ3GVx! zNO)!dG@wRcuU_~rtjOtXElD+<4ToUWf#vnZPGxx)7Z(*NulhBaR&_-xcU4ZJ4N7B|K)?-PF ziqg!~G?KtOv<9&;q~o-G3IQr5vuB{hK8Y;WIp!4=OXLzW&C@L~UQznjshAC6smB1I zATV-9z$V%WkL`Zems`0MiLg*M7t_RFbxu57^5|X{1ihPQ4Doumi9(lYT7|RbV}%&f zp#^htmuBknZ=ih~&&61=E{1?!4jr&M5l?Wua{Ir1F(2o#6j7=Smh)M~o8nkHc(gm{ z+eU*=+6z(rQ`Of7Kont6HQb8H^&0yYygy%IqAr66nBbj@dh?8Y$(qU^&0h5a^M4B1 zT1}BI^<^Z4CbBl3yyo08!~FeO z?d~~2VlVy0D0``=@i#QIGVYW@n~vM==OR1yKlLjDID7IDE{kl=` z5EfWIieM=Szhfp6<(<;dcQvWRYcD3Qr_%*z!gJO7teNMUW2b{mw*ov;yDJ%N9(Cd&1 zXpwsYm>zW{QG%-ASh$hG)Tx-Z0zt5)m}LCsYsU1jN}}>5zs!N3JHm6SaKgH#aRWL! zMdM=e6Nj3T-g`Dnty8-asmWf3_}@piQP_L+$j@@uqHnZA*rWCyTOyx=%}Y})R!Gcz zx2{=Yu5m`sJ|^J0C!Qq=)tEZhRQ;ssKbYAmWdfIsu_}vmVPX0xIpBWZ>|ECkn=(#H zPfwTW_f-rJp&<4i5RHSJ~Nl6YQO#bm8kE8>G|K7d|ZvF3h(kpa+a;vur(N z|7e>o7sMQa+z)ZkI}U+9t}+s;QaQCbWw2G&Zp}B^H>3u#Gn)&qU(~R76NbfJhg|RSOw>1BoP>staY;gsDj7ZlMp~s>n z@#)tT>zi!YLXIYI@3V=b7T<%9rbG3)z*vGWUEteu0+FwTeDJ0j;K$TX$jvr$8diRG z`hn|7UmTq1yO-q$2|fG_o|?6Z4W*;nLj##hl~$ zzYoNrIIyA$ScqoFR!!$OHIqgQX{8<*iL~d?{P+p2h9n>v!Hj1~JZDoPX;Vp1?;JB8 zu6>pIwW%XTzQr2)&>4BQ-3FEnwsx1f#`0^ObqEdm1To1*je zmze8&`TBZqe$;mY0g(x z6xmKi3j4F=;`Kuu@;_zYI=2}jNeJy$k>`Q25glT;KQeR~q}+LT7JilJo3&78d*XN0mppdH4Vqj}Ck23$LpxNVrg- zx-C3z@v`*4MG^=0qx1!0iSLr^Va>;De?MOmhLf^7N$;1qJLK=C_cg!VwKbWahd<2q zbhqd{L=L;x`zG9)4Zq%lr@Jw#Lwlg?N-n5EB4XSHZnD~_TmKqt@A~tz->u&UpM<3C zYE(C#p!qVsIQ)l{#`OdW%r6d6|11ZR8}OaO?f+;;H^BeXxU04OWBidYrwo;Wz^CC; z<(*&T5V_mSB_9{VJWWPnVV!=PT+OWLshxl4eFtzF+(PMQ;Lu2J#+?fLZ5OgzoyOxX zE4~{Z+!eCC+v4*@4!ecAiO~I7mkx}Ec7Qb~K^Zp7>-&b6)@pHo{Nf~b76(b>Gk9%q z7>8Hk!0JU9%&BpOw*M=o zmInp1wn274?XIt`TRbClt`|1pp&|HE3NnXP`7*ZjS%`=75J#kND2Y|4RrhGct? zJVrh!1Yq1p3Js1At5inm}JwtYxPogtQAg+Tk=LH%~O z;GiI**SxT}ps)g^-|t25c^=S8ELMJVGqqn;D(4VmZK~AI6@lR5u#*t3YJDbXW`NDj zNjXMH4Uys;qYg~GML2kft2i}M1QtTW7YcE9NEipevDB&>E_1@VvLiZP*Sfit2d|w< zPG^V;*WsXs*8A#l^2V*QQL0|uaLzAfPC-;|YU-P_BH^5+2baP>_WxdPx+E_a;@~gy z?e}7sl3c^RN&BXEKF{-0F30VjDH2iOCDCR3w6L&%Lw71=9^R(jDTJ(6xGpF}g?z*2 znSa!ef}tmn9K$@r0n02zHYwqed~+Xq@EMM^=0S)y>A2N?lRxn%E=V_8s~YcfogL2NHy(SJ~LCmOR1F%t7xy_k^s!@T>e~bNa>4pFdMuXWBZ{#7^P{d(?C^ z9#^WZFP7f6s+cI|Taf=cOJ#dgPPCX#EZ|z9#=AES&B5KPuK5%96WsHygWNy5#zYU; z#w*Nprwx4bvol{MW7+}nov7^@a%L82_dC#5lY8lnsYv&}d2DgS)a;DB+n9uXZc1+0 zWZ#^7H|I(T>0V~DhvNj>WX9Y5&v4ccK#xI!x)HZ$bZjdNGZM?Mz@k=}o$v40T`&y> zC-dYVre3zbV6^J+BfN=|NYS&C7Rp);>G`=?3hdvF9be$fpS9#!+qg`A<|W4o?_G&k^o+Rgy!qzmh+*DKQLe&2A1j`N zFl?KJs>sV&cro2qtPIc+y3VUOBy*KS<-;E)X3;`6c#iv{qp55WW*L~09&t+}sKro$ zp6p=PKK_QTJyIEpa}z<{Uzw>hyBDuK!anr<;^Yx)?b2|2fX^>$Ac%|_t?>&%s z&d6wP|JJH}#DKHA_*F7ShcSJ#M3ca0P3G~yS~Ya?KZ&YwcF7eqL8rftXkI#@a|R?yFjp$z~||eD6}r{PgRTc|z=YZnS(+vJe&4qyO(p z52(jEG=O!=`0MLa1el5&Hia*X%^A{1Qn7j3+4G=ZH$i&${@(T4TIsV~hR-U1jOpBi zv0M?~_(j1S)JZ@y{ecUhF$9Vgg$6+_xa0`&Es@gU*K7)E9v~Ir@|&&(!KL#R?7u_A znMWOI%JeGUZXI$g4H;^glP!mG%V&fpx--KV85zR~&apQJWIP5Kzl$s=INrG7pH_#h z_VV&Eaz~gnhUB+JW zJ>cZYli{x&@K-zmY|~U9aEU1}rpGH@WEnqiYWv7?OH$3CT;wfZmF>A>QHnNagzt)B zE7Ys7l~O%pcpkOk0my>2hhNY;NXj9TmHatt!}75X`2cH(j#i z0ul^|Fk%SY0`wtxa|LPiG*>)Dm_w32k)cN{9uL6pkN8+|@JB+uz@C`uCmnWGuX!2k zvI_do{7)Z>#{H*t8IbObzi$T)sNC~u;zT*fNvbTYSiH|g^7t%q z?)kmTpgl1_K06p-B7L;gVn}*b(83N1(1HJhE7FX z7PTsX3pSE5MjBr5DHFbCTB|F!PcvS5GCIuA~!YmR~&TpVzmhnyOTXt?6==VkkY zvww3q63Iu34BC6x6v-QXoIJ>%@;&Y$qGj&qMD!yv&M_IBh&z&|8+j+Jv|g9jHTY8i(hEXG)R=Ef?3!e-J?x)9^4*Rb@n&3bb&6VxH^KpSjKR z^_*=*JFU(>RLX-Q^?dQAA4U$4=2XXzd`No7%@IZKv3OU-Jae0*@VO6(A~7q3-w&N2 zdot@W>&6_MYtx%=Vmeg4+G5+xBNwJ380V0Gjo-1`$48jKAvmSvF!#mS?;F2WgtLfvb<+#68?Q zm)b^f@)%GWB4z6zKR0d-wWQc)hfJI+O7kh^=LNg9mqVBtY zCS$2jPm5)R^rwFJ#xt2jwZU$SKB|^4yi!MD@k?2%Rkk$2b7rG0WTocn45@|!i>Sn6 zwwCilpojoX{!Wh5G8=qbX~;Up{jK7vX)$e-W(y=zoY(_r8* z3URrd%D#+=*9|GH7$)$%`dbQ1pgT&}XeRG^GM2^I40X9~YP0reKvm5X)B2pjSib|1y+cfG(_uFU-!>o^m0QiAQPRj0qQ^f}@K z1vxpcJuB!Msb&-0;6VNbab?yDeK~ZW$^GBW84V&Kn-Z3HW|oS)a(8ZBX#J0qWvI6P z6Eu{?8k+jTkB?bqQePuKpIcdXH%2{i>JK>92M*|D(_ZP5UVlCLQG{;dY!-U)U0|?g z@05dWi6pyVQi_kd^=zBCp-SfyJOo-))WjS{Wfv-ys57j!(1sO7-I*E~Eq;(&U7-QpLhQ;t zzM7bC=33D~{|#&vuba#Qz(h**Y~89*y?xfXbWs1^uM0b~MPDB8cC#&({^dBd(~@Wguc&&77;31DqbRsfNZib&>d;|=^~l@ zIO4RK+SKOEqv{~olD$lyD#fUx0kW}8#C@{w;Nm8j$AwlB2c@3N_hN6xq$4>Yox#ni&ElJ zA0omc3QpvmvP$NvuKS*Fa&TMqu)BhQf@@%jdq~j!oe*K0t94o{R zeA7h`gZ@bOAI$Q~B=HQ7=^HJLFJ7Q+Or3XZ=3N%z^rT+T1W zt2%jPzs#wkCvgray9EFqt4*z)7L~LBd6{!y!=I5l0YMn{2V2~`cv^E>(1Y{yqj&B@ z4Eh#v(}*+}T8T=}^(|exjIng6G{18U2@EA2+O_Kp>wFZ_-DiiF%n7S>TfPlZZ&)k# z*J)EDE7pvI07(;U*6|xYb&k=p3VepMPggtNgc>NAMZ0 z9kKE>?)(^rE?NDg|FH77z`idSO$~x`q)X9(XnI>*(_Pzki;DAr)M0hs|YkPMaWJrQH|zQV=?D zd*WI(2!&r8SHW?Ce7T36(qbnUJ6SU0+<@-LoH8I!Eu%f=DZ!VmiJ@oqo4RVu^_l14EMu_4^L)c!21Ixi@4Fz(UH39_W0!TEe_nn~PNBlVr0J8I_ z9hq30L|AQzVEY{p(VC7*w@2VM6dKl~9DP!`D1i_G3h~Gw zaU)2AnH6}rk&ZzhhPUn<7#q%7899j{WU2~C210QYR1_~WM9j0=>~o27RCc|LI~g>5CXOm%*wI-!$wNc*Y8$s%*(q@rl%>GxH%&`doyvU zz|3FzqQ^TSr*X=e2NHfEt|u?XK^_E<7jn0i$aee0l+4;G1JUs!vKS2hoht4;YfXH` zl@Zij%|Tqn!gn6YQqLjHLU$vy?s1r5eA zu9bmVPZkL5a2bhDBnKIHXQ=Tl-38wP3=SwxuT@r3;?H(_CpdPdK(7Ma;)lm6Ug#eS zE&JNa{_XGMX@4`brf|W#NZ-Ojtpr@-ah_`vscw>t3Tx@V=6bSq6bob%NI* zFe1VtbO3}M)5MO{HKZMfw22k2i$RFKU^>Dq7BT$rm^Qyh?qV%8Lk3%G8jeqYAwhb` zjjI#_2`em$pR4-|h~S`QG>a1_lwn@^RirDnimBc-VO;|tlZ8#DQk*Y5v)$7gQnmw+ zt|en)r)VmyZhAg=kU+M@39Vg_6`2p^;-QWXMkw(J;0Tq6^mR@a_gQ~S7=r3B+jL$- z^ol(~IE>`8$|%#=m^KsVS;yF$b1p;S(fRFG9T%K%uVi2oVcf8N@b}#~bP&=KDQXzW zvdWp?ve|dBO>2ay76SCN&8Wxo6LFVV2kn-N1NcS zvxtDKSaMpLfSWsl3Hp_%(0nJlK6M)E{Ues?`TAY+dkMp3qupLgMJo z`I7V) z&IGgJ*>co=2n|A}OPzz_04{RC;>bzsx7>!chp5`DPPtkG@abVCu{ZPJ4EEy9Osu@T ze2Y=SsiCr2tWC+U7c@gwR;SPVzWCXlIbTTb*YQfl$H^Tj(YlErq&4aGJB0XQ8Ze0KHjn{aE4)aok^Xw}klh#Z)OnFuaCaXz zS7uF7T>pEdP#W+$k%!zT6ex|Iv7s?$i=ixl*l3yB^Yxa2v=<}TP3gW5=2O8%&0Xkv zwai+=pJ?zZ9;LnBrVyGQvJSUK`?n3Zd={71bWsy2^WTMM!`0cb`Zt%;iC_5^F+IEl zJlhYiiu9(;M>%avyf83`%i4G`xfYZ%rtMq$JVXb-nNZ8Y`?#AsAJ+K5RwGL1FZ~pF zN|9AVU`)tz)Uk_DR~HB?(t}1|jhwj7ZJm-X>W4>?x_{i(sWQ(zNgi3KcbmY^+CsKg zXbDjO>q`scN&Y=0cqjyeixMlF3uz2EpGZjLRBxhG8ghu=Gl$|HANNW-m?+3@`}57t zv1h1380<{=3FLeQF$UPUyEOq9jJ^?*!hoV6;0dUB$kX$xAH4!ZM`q^J(EM#)gaw`M>{}*H}(8$r5EXvo*#$SV3)I~ z>UnL4U(NQ%187B&-mwyb>%{Ls%Hl;JkS&`)c(Ptgv0lNQgy-*^cT2o z2Srvv(MitAYJN5fTl+PZD^IDOemf^0kJ5PbOcg*ur9G!zD9498eJB{E=ybw4cs1(i1s&W{|_*sO+`uY z>oWj=yS{7dpyq=R`DqWFOLH@|U&^nzreNvv>-d)04$0Q}%kgF#_f&*;V+;&R7UsFx zLfTSD2<8L*1J`GrJibEZHcD}x55)ccR>0m%X=*=(_Ke!soj1!*3~j?Bp zBx#`eb_B%)j-p@jy%6j9>*4ZFZ6~{=3=lulgJas>>3w`=pXC_nxN6K!=4o?4@Jc>W z1(^=?ypK)a%Xm4g4F4^z(cVb;y&q><^F?Eyq~F_9f)$jlts>+DNGZ)4;5Bipc85a}`&htdD# zfp|YAYvx-)h+{3rzEJ|Up&;thTqwy&a{L+5Qza;vO1N$3MnVo$)oZ|~5Zhca;+dKO zr^aOeV4;)RsIySa-zJ~*!~33F(bXMRe|wM&(odfhANUEbX1>$87&b^ypV%gL zNg+`e8*$q8-^IVkE%5K_sGruxcf~xoRLadF#G$axX#Ke_p+ZxS1#8J&|iqW_UEJ= zTx9DiHdA$Az+sIk)D#}_Vk<+!4t1Pn4a2Rc8(!yz$=mTOu9Y`nY1|aBk_r=XE z(WdE|`Z%(raquiA-EBjK`WQ|!dhr!jMFnz(w zzCZ1M+neTRo?NGd0L1YdI=Q@jmviaDq4YHXxnief=lkc)uc+Kg!yM&kyZr04N)ui6 zN1IC7szW}1-YaPFnNdzoF~By|i^;ZvAG2r{$Bm!PAdGpeR8=gDSuw|pO+`-(+n1Yc zR#1Q?TgqqMb4FbGwxMC5f*Ahj!VxK{KlAzAt4+}dacwmh1wH#8H%wyH4$m*(3Z5S^ z?)*k@=!>ZiOdcJjSzn#yQI7Dx8pCgr5e!bXL}lvwp-pZXn=0bzz=3QxS-PG4DMl8r)7dd5P-fpyG z%4Fa^uS9j6A68n%BktBzWDCHdHC~kcau{9-it0~tpSvrS4C;&8kQIZ+e6mU{q(dgv z*jn-lR+#YEk+LDs9y>ZZO}fJK$YC#zVJ;J->~ zRV&|fAW~>u(6u97O|o>dy&&zVkmbuPopLO?W#>9dDGcUm60A~6VIKwD9FCyBuolRN zG3Q2g^OeV%3^Y4?dg`lrExf?sv2)kCt==UiC;w1Q&(*5DJ+p~BPq66}Gr0oG!B48eyd>N-8#A2?#T)smoi%&Ga0y$t|GwRZ+=o>~o{7d3E&w z#aY%MWx>ipYufK$LU!E^!xRr(b&kAz?6G-E17Q$%UwGOl(>YzYzKqW{>jkk7@+={b z?4I7yE8g;cQrKgS>Z6G{%FA^{uK#M7MN&sJm*rH*BxJp;v@6WlcSA{eKC!q5qstmE z`XDi2+wBQI^RD{Ush*qwxL0+D(=K-Ir;lPl)qnhD8gZacsA254pBP_dlh3j9BA1)O zI4tJ#oZ^yh(X;6A+XnWlu}${pu$;a9+HZ<|%c(|$CnsJ{_)(pwRWZ!XV>j<(CthXgSz1O|7VTs2+QfT_jQf*zB+ z6F<1VWC6mF)hybzsA9cmY91p_Y$qMG@z<$Zd6?kTFv%)hWZOB$1Fa^l-wFZ`R)e-y z%4vnyu1^f4;~0CM?MJlqUH4}!C>hfgQ5 z_976@(!@)a*bRz|^Nb%&UA3^7cyMl~-Q)IR6#RkA0@xyJowu$%mYqL!rJO1erKW0i z>>QX<0)WyQP8riii_{$9uEaf899@~1+An}paUO1_x(EvGDq(wawYFkT*!`DTeN&!> z?Jo#cxPjuq_s1{!2Q0ojujv2hs{#9ouqGz6I5$Ys{e8#VOrItcea~D%B2GWcnV?!x z=LC5@2sB(QI<1?iVseZYQmlLaBitJY(?CkIvn}ENEP0G}@uW7!*T_6~d;Ir0Y)un9J5+5DdR31VysQ^` za}SI`gN+YwUyz@FsQHN{`yM6w!U*Wj|5@MHQ84?7IotMsPQT2)OtDi8+SSJ5UOxCY zmtwd$TPE>|^QNoY&Dnq=PBNv?-a*M#Bnb!54$GiPThVXfTt>;tabja`7jH-lS#zR+ z#?~J9;$1|qVIJ>>V+1nQZJ=k`2yEt(yen7J=U#Rj29Wx8izEPr#ekQlqP$Yf-u1IU z1k2xF2P<}YsLVMNp3AJ3cS*lW)U(*gn=Kmlf)>R{{<&#DZ0FgM*eKMuXo{~85>;|= z;O5XGIc_o3x+@KuJ8>&zuh`@kU9LIoD0-E0cK5R7eJGuE3vT&R{1Ij<6MxjRH18VG zN{C$CO%-310PYSvFoNuLgP?$exO$CoeGQa;PVto*3S@qtsY4eyor`Lmfht6Y@Jfu$ z%;X`z1)~q-zl*Iu)cSZ|GRE0w-D(_B1@3dwUMy$!Et-!(}#NTgl7a*w_Hx9Q8G+7e@oYk8Xf$6_7}r zhg4GIm9*%Kts)C=kn5=0lo%*mKqJ3rd%YUay;S)EAqN(eMG3*ZMP(qTxB@G>8NbFi zEU)UjYYH5F`&Pa<^~z8N%nF;QJWybCbWkzhnmuq@ zV@5OxEfC!FjnBxa5bFTa{8-rM%7{4mIUf%wL-mU_Y5w~ZNl0mhwEjLa<&zZTK6zc6 z?M!g7s-=Do>(wqTzR#x5y^nLuJ?LL#GUM@~weD-Oy zAxJS~1LT(G6@Xi_im&&!PO5&+)hkyAHAv_z|HE*|{6{#~y*ET64H4#kwV{rGkVB=zq z+lc1hKAa{`0L{BPs%pHf_2)uX4FQ>}3NvAIT%!y7o*&pet>+Yg-0#6fJUOkioLSiq zGhJ<{f~}Y*UCMEYT^i|wr#^o>7KKuI zdqm!?RjMyT0oH%=%E7wqx^@XYzYsol%=!kT5TdMFw2dSocPb>DyCf_G5snOS@hiVp zIuwsr0}n&Tc%6ul%e48`o%f=|!kngcq%C8D!I~$r1`kY0ngLU2#pgTVZg+;3G6@cy z($IbI+M-a;5rrz72*{B{Lv1$RPm3K}1uC>(Kj=(jh#gxWvVo>cN!H2EpH-X@36)HG zTOL$6cb4OD4ktT?>>koE#Av3naP#(K>R4s{)2&mzmdl44hQIo?kUg1PnjNymYFqJ@ z(+D|zh=$2CW1E(08|_1ddF``&(FlAil^Bg?UP-%B{KRm!u!YUF1}naaHd z{5hEPffn`mH}jTFJ=IO~oHT1$2CjiZinCEHNEVI*{nYG| zG`d#LT|Nq|b}EY_nuy(?F81EdeVdar6$?s^M9?c$IXXWHet>BCNm8rA;v(C2R;O&* zTzrp?ZFYeITepv7smrgnAX@F1T&koD@NRdxIWT|@nSDY7dmt56y^Q2Q!FHn9G{xYd zuqX)Y{t=cybr8?N%GN{}Idj`>t1DF$m66*?XH$+ZLWRXS_h@x6vB__U*_OX$vK*&S z`^35Ft>IPne+v~ks52i73e|YexYwe8yIkKpxdu}fJV>F1*scX z!e!LV7#-)nW>Gl>!>hvIm&2*Wy&9|%De_&SaB2o1$`)yHHrjb_MApnZmEFI8p}_pm zP>J)xch1-eS!MO{3HPa1*bY{dS|Zr_=FJw{?Jfr(voO8N5AFsy$;xMP^=$4t&?Wo= z9)EqhSe`nxUiB6~Rh3Os^OCoLZh0)ZoO+e;uG&vtpwr z@2pb}zprg*b*e1(vN=U}-T3lqt>GVE5hQc0+gf(nTG~Ko?#=7iiI=2%JbcnW^w!gN zm%3j6GzB9{Mz+JneSX5Ry2j37GnV1pZ&wXs* zL(S?zG<7<@P{V-l$sA0DxaZoDkiJflvpleX!kyBnhXxMoqt-|hZIQT~1P_7--|to1 zhn2H7<%@yx3i~UI4BH!Lz)10`#gxb6Gv7uJWy!ZQeEYg93VNyxTydvLr#s{o)k=!I zkos;yCnsAA-7zTQTexIYpgncoNUCXH_l(xh$B62Pt&Lwg z%WeD;U23^3v(R&&eg&1n_)S@p&Vpt#E?Lyu-Lv`!6@^#Do*|eQKr{DpX!vD1PpdgI zKwhyYwvC$BoVT`GOm2Lhea+WGv>aJC?f%I9wCjxWhZ#4XWh(a2?%PvqMZ{$lcQa^SaCBzny{P9K~vh|4Kvzw=9000YcPAuWY(UZX#-@R%^bWrWs$xV_K)Bs(a!$ z=Gk)I%g}kCzbz>ra0}EB*T+v;#;(tLwbZ84doJF6TZI$)1@c5;-g?Im4>Ya5O+laH zscQXTB~_sZ8;@Oo)*PH#RJEn*p79;ae)|H)aWZ6=X6Ng36OjEkabNnEsuhT0$1_D! zJtGn$AUOLe)jifHa-LmtMr zn62byYZY|@KPzeo6UzE*hN|?&yf*TpU9c7%!YpYwM-GYQYJc5C@>l5ltL^@ts=qZA zJvIqdB4CD6Rh&!TT>0rUwpQWT%D4W}>vXLZ%j?PYE`6MB#U?6dq`N9dX*uOVo`uZ( z0C!v~3kC6yKVcB_ZARW`x&0nqu%Wp*%f7Gv_@!p66bA9?7Oz_w{x>J&$o-fWSt1g- zzmhL84FPm=;-IP?VrAU93Nr*+NMuu8o@9LcD|N)&I%OS^hu8EDvK;MxC4^Xz7Ca!L z)lwU22{pmI5B-M3wl^+b(nsMsGQO=-YU9(Bee*wz{JV81GdbiJYoEU8ONjR<*2(nR z+H_bRc+>5`4&3ATy_>a#RGhXs!|fvpxKq;QVeGX;;Mx z>+0koGO+2e5(h&M)lqA{)v-d1z7;Afit1#g8w~k-h2#`dHP(RU&760U^@{`kNfJ2@ z>65L^tEPbw`tPPp(#~+{(xr=^9nQ;Gi6T>7K&^))pJaZ=-1Re|6lbn|T4cuD*IIYB zI{gZvOCWhim_5cl)sy<*?A&_@CHfWR$-EcjX2t49Onn_nHmYk0y`obWn4;(j4Ef?`QGzy1ipzXqMG zp*oAYXHxs}__mh?ZPCf7uDRFRxh#Qv;%Lp_}SrZq1fje9UaX-dnE_Yix>?NZPM=Cj?&!18f+9GrjPIrR~LQ*<$%`j&pvGv@bW;m8Y(IKRyMJ!j4$60@Id2 zXx=n}@3r}C6=ck!=%fnQ!v&I;>Lg$L`DKPq$eiB2WwhykO~4+}cGL9rQ*Yn?8HMmO zHicy-Yl1>TOd|U*X$d=t6A8EWP!{a#n=G%6nrY^U*7}U>8NLhk`A&V3H4dJ%iEzqy zpLBgtG3ethX~ePP=ddm=J7H)NnUh&#uwf=4qhIvsxkLxSvTF5a-%Dtj?)->nZF2nn z!ZX)9LsLY@?H3=TbQuQ!0qP!S(Cp53oO^qgCsprVIt&$76Bnb*y>7B2z)Alwjzjv^ zFy^x;OYz1-(H94BH6xV4`~LaqwFkzq%7{M-Qn=Ll#3`{t!r@am3B`Z#(icmZnqW9V zvO%@ygW;mDUuRKkp9+L>X}*smo7;G=7SN` z{FA<4?wZAsSpIX(OT5gB`B}a_jh**0=C)&HPrNQ$1EDOz1L;QWqz@>WG7b*XM6;29 zi&6T09CNVk`aiGW@bPE+64aI#;5q*LReN^#-;qf4|HG&vsTKYI@$L8neyhr>?qYQ3 z81{B;Xk~4z9_4e3n%+S;yu3&4cQcDWYQ;kzK`}QsE9CV){6$Ai8MfhB4NzzBmv9dW z(~^yup*jAcHWel(o5;%Dt%91px6taeKLzC;cIr&VR44NS;y+k{!XMMezf0@se%e&hO35mV`Zp4S=|KZ!Mbj$t{(I_|z z5zx_CzF8|B8R=d`Pk0U4bGs-6bpjH_6=>%POp$}qeYJA&-UJA;l~Z0TzkKJBdlr#} zg{28VsyGOeg)S~G@>iI>{Dz?>c{Z{Pa)E@%g@YvCm!PEu1K0?`r86BVeq{MzG&rZX z0$h@!D9bN^ zIDlaBZ^7m7GWdDC)J#_3@MVW%+g}7;1j1ZW&CWgLq1_u66m$vRnm8m{fUBc*gzLa~ z68NTa>mhI7du;hcz$SLDx7|i8Y{4&OMoCEQjA6v_Bvc&M^JQ_s1co)UI=Eb=k@UO~ zMyMFWiJA}A1}ata_yn=lQK|*|RZwvdiYEfA1`CZEVzNhW#L1XiC53CY zp9L=Q)HEEe+|}{OT!=~(fqRdy=h12xgCg*`=Yp1Xk&0R2eY#3oWV~MH$ztoiZ)^;E zC&=DI7U3Q{wO_PD;}wT*XU$}R|BRq{m_P0H?%9a7e7TwP80PFGgJ(81#II`0T$qbE zl3P&`eGux*+P8M2Bs4`sFh2mPbpQ)dWHFK9^~LH}Fty4a3AgxsS{XD9Ky%El&aynB z6iKbivf>OcrSg<}H)a;@dqH$W=!zg2mpk3RE8rNJ2lJ8445DZxTBhW681z)Hb?0sy zevu4w#+s(oG5mvd=+XCtpHX6KCnyMB^j|8*EFHmqlVKC~>9;9fJ$RA?J+`dsfo3U- zeSZ$YVuW&Fx1!}?>q&xDLp$)`%BsXi1Vb?2rnfT{(YzHe~IF{ebT#GTq_j>0ixzCfA{?Ts=sFe^R|c z`NuNOwa5Sd{#HB8F}|n8Fl0fUqqBztF)pT`6akZ4b6q{!K(Iz;w1es*7WEtSGVazm zF*6VfGpS@M;&l%( z)0zIM{sQ;b<#4wd509ZCOd860t2gO2=l%(Jie(M7l@;j08@brn1y=!-Oqt~$5{4wo z(2@M7NuPxBX}vxRZwCBYp~9{S<=J3<&W|cM!ALpbnrfdwU1Ai1|7780Ho zi)u_&j2e4V+S5eIaXFCYfPLfBvp_IerQv4N$U*a2^{n7vGhSX(Bj+KJ zKp81eg`IK={yOO<3gm;QQ=|q{Eq9LCGUL`J6l*MD6+Hy$m>&jMPJu6mKD#IJf=a4F z!$-VChs9(ytc0o`v0{*Fz^4sNgfUaQ?0Jt}PM0U%{lLe$sLy5Ee8z1&!FOZ6co5YD z%ed(sv^5d}v;-x9W0wWb_!8(xSa_Ttf|0%m%#EwFroabL>UP}goy@>qXQKAuPK`Lo zBZ8A|V5^(Am~p^0-qbS~@^kih9(y>G$A@|?OCvWHURN#3E}2FvjM~SdBl#8id7-YY z7OMjcg|jMhg7q28=|HgPg|zTWFSx*OuoO6w3{+=apDmvin}WMXoM@FNaqXnoITBf+ z&knlk0KfBi@)n>otH%dEffbUdn5$iANv2+rV^CdnkbLs2FbL^io5I+&41p3b_fb1d z!{ns38Dk8;%jSkFs;M9z_N87JQLL1BNjIh~LXk@#nFrlTa) z#HFb7V(!-`=kIIB4AqeslL|FSSpxB;$ZN}UOK2slv)SjnZOjY0ia!$to7tW5Fk5ok zk8^U7)wwLAoc+3@=$%AqGOK~I!j=f0y5ZsB3XN%~)e*psIR3WG3!V=6f5giG8%W8v z`}LVFI9I3P4VT3b7BSZDd?2#T$GiZ&^8{|X^*v3k> zl1jLE#J#>btAc9naC`2#XUhylq$rGHaAv18MTkNj>{J0(3f79MRgiYwjf;sI@CCMv2jD-pq_rI z1McWR=r!4yt!&xDDT|RXbGBW1RoH&`*_L6lT3ex}RRp(5hx7WLXCof0fyYuUFDNVC z2EN{RiY(S^xoVlAoa|ZRKVSuKHszy^#V73V{%H*`p)D72k2N%fa(ZZibzjluqYEU- z#k8ld>Xy8p@!!2ANl@SV2TRECcR2NSrIqk+QF-V;O7-!7i?1w$8dz`_YsjLb`dSfep~6!}n@=|I!Q8YY}Bfx8?FvH>2j zdl8lCTY^wyEdC^d;irCD5h<&$`ZXZ=qGvtO@V5r4KC%kjps33Ri?0hVWNV9U9?A~< z*V6`Q$iC@(j~2`ZnKYuT68;iN2SpH4cpqX?eCwoXh{b4VKR?#YAzJ_& zs4i4hE^5Uea+o@R0q_upP3TLVIDPu`sV+{~PT_@_L9+)9d$(qu;nyrlp92Ucwh1<* zr&BO&wX+BWpxoEJ&^~O57VLyu{z&Hxa0ov_LGPBkR$@P5DCP^j`95eMxx4X6#+|6) z_kvOncC%yaz(Qh|c}J^`EK)2w{ZYA<+r{O#Z)o@$#rLkQK~+?-G7It1npCA2OYn96 z*<1l*p-!P?_XfkQfQvU1GxX5(XxpX`HnZ94t*W>^@df)DLpiMA_K5}+lv|LPLB@7uJ|=D+j^Yt`{Uu2vSygZ>8pq!{{b#@O9BA~aU-p^;(l@A-D$ zKZvS&WQOWHLVkW{O`;lCx;J%9shXs&YRloa1Juxc04@LB$V4^Nbo4!94#g?X1h zsa=m{)3}-?8RDy9IMc@$1U#)9@3P zrpAx%wT@fbg6h*y3`uhn9YF|EsrawA0G{(p- ziZSP}+kMK=$fe^;iJ^sZ_qixcW2Eb-6ECq_9KRb^gee+;Qc=Cs!K4}~_Qdw*5VPJ_ z!7{$PobJ5^{?s{-Ywjy^q`A*iXZT99DfJ(?Gd`b2<$z7H`f)GZq$Uzp5Rn^d_^QXH zsq=-hRq8y@NFZB>vLv3^=7;yfA5p;y+$(&2m!S$Vxj zc2-`uoh+QkfhSKM455Vvg8UyN)^N4=nUSaVH%s2RdU!-FEwSljm*rm3z|Z6L@w%#) z0tIaKbxQ0KG+x!FwP~sH1kzv+Mt*x2{aM50b%wGrsHhEPtw5h$S)jdkU!qI$$o^?0 z(z{%nnZX>G+C6d**O9Fwu$4u&Q2)wZ@kgd1ljj{e5zg}@hx(m56|4MD&0EcjSLIf% zHMWwpMI4B{0UMpf(r05tM0tNS@5XfUJxuXum;FV5GG+I|ZKqHpzf zg;nHGzk$j0SH_cd1qD_PpqqJz*{4$S(h>@&ssGDjutJ5%mCw&Lt|a+vNU&M{LJrm)X!-jdC44BHhgN6 zZ4vgOJ7v#@gvR4h=M+RZ&Fhr z4dQlv0|r;GJt2|vOLrj4P&Dk0W7o=O9J7AvLza>ED%t0lw(J7X2@A3YQj}#LW&o3OkF0suFO8i^ll%(yAKTPcxX_6b#in|9|G%&-*tZU!yOGi zj8w5vtNq>DbgIloPNHe;YS4z5Ll zb$y(8b$5#MCUVLm%!9Xchpv87^AmTlAu}@ zE6u@Z9(nXF4WoD@gPA{_UbQV5_XMdgj1{{+!v8R!VTZTnteAW1r4W9t#W}>VZQ@6Ie)zHbY>Pic?n)k%wZlqSXynWs%#mjnz;U@#}lODriBhpx2<1 z$Tn+@RWEb0fEZqQjJVgJl!;o}xaZYk5_7|obCa$gsC1VTeD+vKUf6<}sd#YZE_mzy zDviw)8iH~4=5R-PTc!x1C(%zB&o(i#&yE9OscUR%8OCslE(W6D0L(TWCtNKvP)w$W z1RjK&SY}^qq?PIi1$RguBV-{oNBz}AvMuP8uYXQJy(OH1%g*aEy|*-c?t%ItLS=7J zSmd1a*sj|cy1FK^Bi}*?01IW7`)947p(k)>03avcaIi??$zFaCn<*ZsWhbW3<(o8N zf#EG;?0+isAQj$us;3Y{ek@WP!JTg~CHua5jiV(h?-c)OR@M4_gJ|71_f!_)_CxSF zd^qp_OmvF&ojPEF^~dr!*XgaYvlf7kaLB#4=cf8mSMF6>I@5t2l4#%|8MY6u+g+Km zy{YhS*j9DmVLY*uqi(Gi)e8A=-6fqzLnS=5m(Rx}=f;OgqI$r4my%Wiw=ycQ6vcR) zoAebJoemx~UoN`KEz%Z{H_wZir88-!;Fbf=fjuOfC!rJir&t49zoo!aBv(gW$zIQD z2M&je;FEWcTmY8b^ELhhhnwC4w?urD`|zLXYZ1Gsp~qZcD!u`13GF@Cwg6<=@5SH) zw>(<3B1{6;9S9M=ow+q4Eh>0zhuEPI{U5-l+#WI4uc{vVfCoiXukGXO11(wup8EIL z_A}6dC;ov8(*~Cn<$HkL%*eX`8HoX{PiNJw12#Bpfm3Psdi$OP$M5~NRLt$_qt(FG z>Rzopr E0Fl0!4FCWD literal 79240 zcmeFZXHZjJ7X}(d;Y9^h1OzD-K$I#~N+=@Ii-leS(py3=2?<~U6$R;4KxtA!he%1H zAR@gJdhab#5=sc%gWvalbN}6+x6Iu$49OYTXP>p#Ugde#I&Tg1)EUlkoCASC44N7b zpMXGT+dv?ilz(V}E9wd7aKJA)A2k!7r!WT}e;Y4*kgko7ha1et&H4FtKYK54XBbpM zZ( z%Cms9wQ;&MPT&3JO-G6qkuT9Jae`UHDO7pM^6bMim#(Q9JpK`O`klaCfuZy7&IO-3 z8_j=Hs`BD>>jxam^G}E(^Ip{IV@MYaCSB)`NUWRla#w;45hgl1+dDhkp)o`S%As4d z2JcN^5r0Rv7$O+RwUirt+UolHFg`uPkp0B7+dpgp}|Eg;VmOn28C8vH4 zWc@38sMO}=+~Q)}+uP|$;)pp_o`aA36_1Z~#>#BfgJFyykm}|5c@QYGYuvjF+&eTR zz#XNI0;av~&T>gqMuxEC^x@%6F7DAP*TgaZNhH5QsTsQyaT1X4@UucTR#v~-iP~DZ z{c$475q{s;&`?uPFOt)@|MAv-SFlyCe#Qhky@q2)iPZnJ{CU&4{E`wG>|mZw@^kn_ z*HW8`;q1H@KQa%uGma%!t?K;Hl9G}d4i35b-wBF+9E_G;Eqt1Z1IRxF{L#RLAPkb? zSMkB#-rj+Ioaey1oUl1)4ofcC6*aGJUpv3fRkH5EuajhL)!eK|zUNtEp_u`js1ICl z1k)aT0D+AT4yB}|o;-WTTY^7=H+WM4g@^~_WR@Tb5vi)GTBur<^=P2K{rfDNMYnx0 z+>!`6+G4Bt1ZVufDf^^T={U%{eJ4oHqy%^1;)Xroc=Un89zGwu;hiC|_@=t`K6%J? zema~-&txMzR!^K_O8Ey8wArLdK(hr^+W%Bzv*cBxF6+yu;ky(mMM4(ex-A|S6c;Bb zU%$@B$LBTX*_<4Do^+K{M|6!mT6D@bh@}`BJ23;^=~i7xGR3x&HjB+Hg4SIj62fsY z>#24=Jd>WyTu%%PtgR~gk`FU(9as^zwRX{DXWY@js%@0B#=)Y}vFSwMBA0jZifqnj zXJ_a9_GAflk@`OmBs88ws$+Y*J~l2 zCjEd(&elcUL)n7G9qR5RZ1AzEsq+hhb6;+Y6v2WS!Q=m^Ij-CGaHEcxvRln9Kfb8W z>G{g}(wDBRjoMX_ZT3vI2fhmLI+qqlHk)}wJ32ZnaltWxbJ6PU*y^Q~HO}&-d;9of zijrxmb*S5TtrYpFcQ+oDs)@l;9m7$yOPf93h>jGg-u`|&#bC#d6#K|LoD5UK27+20 zS8N=Wn11_UAHJNE$n9ZD-PY;yL<&bK9xQz%4lsh0gRcwGfj~&Dm%M_?`@hu{V+?dr z*VkWOXK1UuX{mZEK0O_}K|q^3LOJ-C2m?|eebz1140DFqjhJ4th_J9Q|L+0Td-x+# zN!=LhdOm90m%z6ZIWXlyoWSz`?j8+3+UBW9Pp^#Z`MA(3SR&chTw+Yahty+uCS{?^ zn&A46cb~3I6TEJ9d&PKH20G>hJw71d=Vb8vy5U+n46!rjeom!}BzVX6@@ijd*eFN& z@=m9dNkE%0CdvAaurONnO%CM|U4F!*GSqp3c^cZ9hvFfm7O`|&kCj6-fomqw9m%z#Fa0WA5@mFLI_@53-F zncW-Ga!yF{H^IX|P)RY?DfY$Jfl!mj~{`EFWRC>Ad>S=`j4-@x>e; z;KEek(+_AwxSkEb^{|9@`sjv!m)<%euCC3UkZBS1n)ca2eXVFwh;HFLDPUQ#PkAYI z@-TPbw9tzbSlMcV*j(9aSyD#TLeRcTUhs;$ky1`B5WaCP`1_(vi{0ojk6J4*8}67& zOr>TH42Ek52G-Db@0@;PCDctVDKVsx1@m*9Tdn!ZvKX$V8VnAvj4@iq9&ra(h+J5D z%}Z*R=t|n=XJ^=wde#5V9NoRn$na*d^OGxTa64O~7AknPANI}!iX|CU=BE% zf}>%)AhkN&S4B@LLf#gfJITMia?=7)t39ae(T#&CGZTPursu+*E(jBd--jSc4EqWu5K!;v%9-)fZOUIx{T^G^Y->5j%(Lqi)W+Nx$kW+ zDJClgqc9m1HvFEN8}-0joM7qyDe&-}VDX!sepAO!_6gXv^0s!A8}V~E_d77Yvo9Uz zfLzNsK6K3M+B{L`_N-m7?|i&*ihVG372;nDi*YwLj`DRx9HN5fma?Lxx0e+)7JvhA zFY3hSf#JIPO4LeIC=fVmPAb78JJMwP+Orlvs777-Kcx!< zCSqWd6VscWinj3W?O$^0q%zVf!QaI1#O;|ZDd;Qi+cnr;lYzc}e@&)SfgGE0m_1rT zdCg`e)~1sz&iBOFIMD}zCg9+t6%BobgQYA7S!xhb=laDr?Wrg|#(o&Nkq~+7$d|KgjS~5-t75Sr8k=6R8OD+S?9{ z$8-Y}D*^&_BcCPEfI<{=*3Zl!qIoW$U-TC|DLie25W?hvOJ@shXHD_0RiDW%Q2kK> zCtp9u%8YNMvGq|Clgh;!BTZM9BBM0FM3gYZbe+9cRq%=oY{Jb<#wo|nvB;0r=={r# z-cX||FGF*Fr?W7}O0#k#Y=KPCLA3Y}!m|X;=JU}^F=e#D19xZByZ5WK44n~I-A((_ ztJ!*R?bN0bV>5=)#LAID7gB7IoQa@&)uNZaS*c0q{n-nB&_{wOw6w@(Wv!858flbe zbMi~KeUWXp@I6`@u)j~*DQbH!jDhq0#6f)zGPx+R4u`3#RTxHSn9D3<40lFpz|Q-g zEBSdTgks^>G02zSS7eL3MhC8*Z84cF?{;5#zd^IEUtGzc?Qd@5?2GAjC$3fOgk6J* z?HZj=+vx7HSna~?9Z@!S%q7Oz{Z)>~INgXeAP_Ax{6wHC>Z%t71G-Pm$Yrf_S6012 z*+UY0$RI8JixQvA%1$40QuV{`OatfDvs{^#5+k&aOp!fxs*QH;u9=~q88^P3!jPi| zjRZcGJ-E+swGOU3GFw-%-t$q{{EQRPhU?k0-I4(|IV(zn^rqbEI$GGI2w8k%z*=FwRV^3#U0}YUOW_i@iV*;uxgW1nf<$AVa@P+ zD(0~}b`~KMxi;liA$_Su1~yg%BGP8=z6j_Dbj4bvQeYgfW$xtrYXpk@SinYsA0%he1n}1dYV2oaEBe&4D?Nb|040{*UPB zDt!z|*N&4!Y+uh0ZdrmcVH_<#!+(!6I9An`*GX0mpeE$LW-(6X%B)s7S?5d#Qk2IE zMEb?*R*xR&-0wzAoNJps7Ft1*{KBp7_io=9R$~W&Je*FT z1Lcf&Jl`J|iZSsE5%rC}<{xb(;(yl%Zo{dvk{9}aa8(VwXOzq{jNxc^(msQAHY^TX z9{lcOhIC;#%#GUZ=kg!3IW5fa!Pi3`sk?4I>SRzd+Kro$HJu9EFvX*=^qHiz-XCfw zIZd*p^OFbv>;d++6@#a)i|kUSefH-QQ%fxbL-E_6h#GKs?Y^mK%8s3N7dcXP;VQG8 zi$QVx+z4&+xhGPk1EI=jm7BBi@$oHv`bzEvZ4e~M@agM9wCau(>;Qd%!Kv=xmnQ6B z9Tx2R!iz!FH^g$B2mV=C6mC-aDIDcGWgTe)37YWXJM!I$Lsh#DRH4k(M5|3~YDnla z)c30`-_uzOsqYv!g6>x%#7c3ex)a&LKp+j4o&N;+gd&6>AA@lH}V{B;qW3@xOYXxe2n_d;+^og6o|rJ$6c*nfZ;aChSA=We~X zR@jx=xuh1M8VGeA`-ghiyBlg1hd8G0c2u^B)U9O>=1&G_4vO$@7f?xg3`Wq7~x)etbi&(y-O1rO+%Z==FtDlzLU6}wv z1ii)J?G72+_%}x9S#yN1Ju{|(`BhsnAkp04wimk+abI3eIiEjQDEf^w5+|jrT4Udq zKyt!vQseXVKBf3@qu+t!N+_;F1RlzoG9Wj>MRgRJX%A}J*AfJW8ZqxFoQ@(VUt>yp6zL- zU=!36Nnjp9@d*0T7WR zYB2OttRd9pb-H5i$Zk_r!obD*rWXrFNkG(}-?v`Ypz2Pu3FM7FHS3m!O8nlL%B?Qu z7kP?TtbI5%Ooa^@pBY}m>vBk%g?=K3LiJzH0fD?ZW4s~DivHwe{7E<>WqQeFYm-x|q#_-t#haawW5cWAb%--J?aeNo&}XY`z%E6;W*V zjxhSnqIHRB3EQ2Colt%r-U%u26oqKxIWO^joV%SGfUBkm5RBF3HpH$NBJtq6F`eRn^B$s?}J2?MQug75pRTDriy7DYr1Ir?a9QPHu0Ro?r@S+=B)4{7um zHl+^V93RvhJ$A9Lt(NL>C(@4(!jP-x{8uBGx_5k6wol-iLvFkkgShWU4J?6BJRN8B z!tA9>fv|b???xsiw`xmO!3e9$(z|`ZJ6Sx*B=gT@Vc(3c0(0oID~(B?yB7z3X!~X? zD-x^)P&}(ged+D~6M=at?Nj0q&r90sqaajFskEV z_(CF$0f+GunPt%Erq(14yx2q~FJ0+i406z$_?()Ihz;w}DqOD8A}ha(i0GI~)-pfM ztY&B2WgWlrE*G889(x9d3!+P0|@7|s3(}pY~j3|rE!PhjpyxqI{ zjwGbhtNnVr4ys%UDd#ija{`{t`*D9AZ%u^oZv6>K(K^N z%#dO&{P2NH1uz|K)G0;4H{$Paw@b{!f+?v%+o_Y15N*Oa9jx=$FF%TCn~X|7hlbOx z0H{~ld{tCAdHd*aQ3=+-h(=YNwq%Hkqh*qd3Ul0)d^Y%9^Q8oXx>WtZ;=q*Z%kxyz z#`Bi`jw%svmVLLtq>;PHKh4jRjXWiilp0lG(_$vgUSS+}1P1BXge+eJ)9{ z^f2ezjuVtzC+Q2@`O4QXMM}`;W&{Ph?$5q|We+<^=R_-0o~ZI6sqntV{&fPG_28h0 z3K#PMbI>{u<=sGs&A{uc#EnItnXF$aGN>+D3VC0v%i-r@T`0pKDm-h>sRe}dYgoevGI9!Ilf|p3SZ7bfZiap8(f(Sg2ukWt7 z4vHCw8Z9@SL-M%1E+S3zPAm^9zu(+B?2gb{F`y;8=|k{V*<~VWOO(8d(y`i*toR0a zMJEi2H@#7HR2+{-N(~hOc${_C$bnkdEpV4F#LSQ)x3qX-2A5^d_~2c-ODJRj!Is9N zeMd%Yl$H77H!Hio#ojJwB($(WksS=#xfwnXb!1IPexDc2?PPG& zt1aq#Ad6;W+>uyVNCklV8kEDzVhR*-DC<37Xv`;+m*LN0w|cK{H$C08_C3iAZ4ZY} z&r4+NzpnumQKpY5L>ZO(4H;@s_ii1I&4&_$G&0$dXgcr!*`qB4JN$~A@?Rmj&y zE6$+I8^m-lLPsoX;M)O>!jAwaUeufWXmDDJ7=vH`N7 zk0f=tVvH9bNZ{agzMpMaVP;r>43tWff5y@3(zF9?DD0_P5jD`4B6)ofc5Mkqyej~< zz>%v;lBr|>^c{ZIv-G}T!>ApGW^JRHJ?&|S#AQYbD^8fRUaa|Ol^D}-9sXkjsmvR`&V{V*@q-d zKgz)-6t-op!BOd}ElYu4*QY&os8NC=q8}msx`2GbR#j#fzwW1_& z9_0x}U9@~@Q)%-jv#!Ym`)Uv&;W7M%GUREwpK|!>cCNf+5dmi6lvGHBV25(L(0!x| zBhg~cuTLyQ|CrkBej7dU*Ft!^2J6CzToc#}|4$%tT$5LNZ2H9@0G@*i8na z=Uq4jiDsiM8dNScE|F$CN9wvvP3u1YuC@fBCFGxc$Up}smR*6Fp#MV zBKssFY@I{dwG@hUT`+L2yK9+PT~`Bu?|dxTGp@9t%#xmp6CO}GvC{rkii9JhiY)vg zKL0tx1RRK~cSk1rN=-%+mTCe8gul>600>Xg1o?o0i%JWGXZIEU!yEc&ne&>ygjExX z7kt!450ux`>n>cYnPY+56S@k%RBOR zhr)c7e)lm8@c|IPxj zUbVov;x2dp55OzV-w1x@U)VsX?^AV)ndg~;9|2wi3 z8vfsUd8^ThdO%t@p}0@R)uDgdm~LfsIYO5NF2B{VwER?~zA~c#`tEoE1o}Sp3%?4w zz;_aW{~drlOaLP8@6ZVR|1X~i;{SG;bpEKPGb*;YbHWI?4V9{_`PJzpiKzfdmN+{Y z?t@7v0mwUm(0&HstNgmUx=&0@1c0P7{=8_tfrSXcW)k(E4F!GwF6JcI#wKbdbQ12k zP1Kt%bfn(CogVO|$Q+}00(S$6IQ3NGBo0|O=F_LU_3Ik!_fVPbUzYvwFo+p9=}WM@ z%ot9Y^ZoCXpo7WGA|WQ)mnRH@<`@(Mu!mevjEo#|U8m5ezA5?v{J39DB!!5dd=?Aw z?vV02Sk7zCRoa_+xwX@$-}aXwPV;KD2^RkEj3Gxd0)lN-?yV;-QL2U|u5h|BJXQKG zkQ9nzIsvBKwCwroxrK#R=e$n|e}l(D`Nji|e^*7*oOz+m7;R?1kq7X; z)Aw9cr1ZrLf@Zto4>Bb>M0THw{ z%L%C;xYMJq`?`jaLk_;ZawKsv1_)gUDp6xGQ1qaey%)+vkn%e7=V0cZ8 z3f$|Zot>SAr|0GkSRw5XI&-p8|FPJ>(Vtq_KW$IhfYmD60@9?FIkKd)7GRH~3DQef z7#%8Y>eurS)1-3f$l)%FRku3qx5h3uZBwZF!i*v5BKBQXXj zxEBC5w2jqxcla>0HcppXAV~vdfdE1;C^P2q5`f{GE-X3s{7@j`DA444wqf)Wt1ByW z0Ba%z?gE^RsDI%HAaVRVtevjL+0>+f5!EMo)7Fq}R7+tA?k-S0!mpPm090)_hbu0$ zTw!Hx1vJI3=^YEelfd9{`l-^oBDG65``Z3jyd&p!iRS?t>;Q4XZqlDTI3uNhZ{-TeQ8Tl>Fs$KJVz+#p7k3Q>VV z%z)-oS7q^fkz~o6>b>B4^nZ3E%38T!#hmaT9pK7LA(d=Wkfr)qNTkj z&}+ZNcK(a({EVmU5FYC`UBIzF^r<8%L;Xs2o4kMUQb^kv_2;>o#r*h%#i&mPH}KyM zOd|ig*OxCQ(11$=8o6txasGDH&amt#R}Y-std)1&ZjF>zSA6sDqO!AVCt3~+>yRu* z*>2tAKv<#0PS*Y>+WB?#=wsLd;a^95!R^(&vW#FWevg9TyLfKbDR}v?HcbSGr~dx? z)E9>H-5ugbNj>$Spj$wK?;cJj*pbB;KAW;lYMSxZFBau_CA^k zocH7)IMlSHrt7tzJ{@Ga{l;M9RK*!7U-XQxteu%!x<%kYfGmRi<`v26aCU!dFvW6V z5mBsQMwZ^2KT0IDY#bORKaLi~AZIj^W#u5;2=9tRvQnX)w{F%2QH?~=V5fH$;{HB) zqjeS4rl`H&PXc`d<7JJSbp&F}6&0W6zHeV2TxAGr*qRc&Hun}IXunQ|J2SkpGqFlZ zLp@9m+-Ptk-dNZF&of?Nd^P|5)RJ}jxI4DjP&?uFL_wUkK8M8A?(QP0N_hf$zDjt2 zV%DLX7ksq#mR~5CjCJ42QL5*|O&vx2b7VbqW)WU@blBq6*CY|6*j$of%9mPj%@!|e zhA|hxt{U$5JI~I^bQQhRB?Lmh!J?mCaZI^bkNq{688jCznrbk)HS+H6)0X2M;k=et z)3TPhLDpac#lYQFE-To4G5`K{#Oj<9(LMGy&b#3K-PScP@X5MEKHs@~PV-xi=FK0O zLuqEQ?)^DG4dUc%@R|Z~!+ljt*0Sgz<6={dTUZ91iARy)xY_4V8OzZrNa1q0 z`KS7Nx4a=Y>8A`w1C)ukXXlO6?^)@kn)1uWIlJU@D%E^z+Bz zna$jS!{#XAL@q>X&S$>slZb$~htzAg{rBNS)N}haQskYEm=aXLyDN5qI=&QU7%aMA zgtcZ9r?xeO(O-|J{#E;{Ll1;IdiU_Jduu(>l}6Bu$7C($ICDuce2)kw4 zo!K_8pR18pQpcTq5*<_s#O$^%x(6@hTvRK>1-GtkGtn=a`f5u zQLC|{g4)gKH}#cvg$jqiSS64qsFcH*72BUS80`q9E9cu}4E?Q!gNbaBiJtbu3yWhq zQ5K$Es|$-VieIIL?Y+duG!y$4QFcFahls`*vMP^Q9g;GX0$WY?i8JfHD@@6Q_eL&1 zDjWs;Dp0Hz3mbJ9mN_=f4_@?ryJsfp0msBH8`}r{p`2W#1L;`^+3xo1}or~+VL!z zN0uL=h?;Sd4LlGtt;-UrZl|P@TVE@sWcVOQ`V^8)ZFh+;(|nBA7L!@_`2~#4dZ78P z=Xfpkp<(i@afMmUY`;*0jn($XSvp<6^=sGCX*2S(F+r5$qeLIYZMo`!O8_ScBmoz% zK;5G)qrlgFOTawTa62aF(&9E3k8}y5(4E@7zURBSTnX-HJ@$YfQn=C*xcjsL4i;VVPH=C2wu@krkj&C-&$TT{2tyL zcp^E_QgBCMg604fA3c?xq6#tPz3E$`cw1MHReRa7IB`d_4`IuEYUf^qSLS*4iMi?Z zAFY2F4>4&*F%X}i*ERVD_l1IkpyM)Z@1 zQE76vNjfFJWnMbEP?G!yAJP4IhEq0C^l2B6NXn&cDM5dYStTMzcZBu5QWJ=mz|9%o}WgkAwyF z)85t|H-zYFGg+D>)E8S~J|LI^l{&uuzSjK`VOHQ`K35`ILfqMm(Es}J3unpUOo6SA z#>V-u`Ay8-4s^-#_3XM8^ZArXku`%K!K3!-oF4lyi~G70livsy7lz6(rcjiJXL#VF zD`Euz;R*s>VCg7K1Y{Y0PXP1q=0c#wS+z>LQ?${c8DpoYYg@6+WG$1Ume}T2YmdHW zhu`Lfu66^1a>Jubu|~naFJ$N294~ezSr>E;1gb~HZQ2iSH7^o=HyBFs+xg3`KS@h< zxVzP*P_EONE;UmMb@i*&=B5tb*=kfzXnny{065FG$Ft|>6SN&#voF=qSy+i$DIB0< z=RXsqTb}}EY+#hESs}{1ZwkHBrY|$FyvXev0694apiCm|c2Vy;q7@X|yU!ffv28d; z)~2PNp`|y^#;bQ;YXFik=M8{S8ktNLpIUM@hCoDta=2WsU&;&TU(K}>6-8J5r8#%x zB%h&CxrF2Q?C_Q_UDSKiLD2`Lex zMQt#)Ye4F^T31u@@of{qN;k8Dy-L2F)3&=l3@3D49(sDqcH{7A26%C#P~_v${BhFCKP_l;7q%-P<}bg# zmFgNL(e_ugAxCAfql$36exT#cOT)XZ6;HgHe8n&B6;`*AAxFxm>k4?0BSI}oMBAC) zzvHHGX3l11CVodpdUtS#94AJU-RWJ)H@!7z)Wg%KoX5*mR@mx=bOjSM_Jx(0cS}PF zj|QG98g1zv8}v4FvYR4t;QM00qEb8MU9vAw^lHcU7S+n3>PU=PiIbY_zk<2l-z!8S z)=!j#XCAE+vj5EJN8A#|LNKa=zkwPyM*6jJVSC6yq#d`XPQ&ck#bBKjBb?~x+?Oyl z#C>}%>vmQKB;|oCdy*7|GdzDgL!Vz5HuYE zAuH^c*4)1cgr0a6p_MBl%XMr2AD{E%HEtE=JKgtcIz7 zO($uh+!Ni8J%Biy;>})A$ZtBPB@HLeE+Tb$Z>uLdPp%^7bd>-KVj-X zaXH#_bT-9W{B(#d%F>UUX)C^x+BaZhd9?DWe3fTcv#pk?y`EhnGUki6;_c3~u~+*K zbU&2uDjmoDYJzEJ`bF*gsr-6B{3Kxdc2ja}qF4!x!a7V^f^^7{WF>ODV!lKL>xJC} zqOI%jBnZ6ss<-RrS$h&$&e?@QD~xa_Hf&KNB^<+YB5)9m+Ul<=af9kCe4`h`Bg4+O zjy{Ow6IWQ(1->y+#+>u#i@w&^nwB$*=D}O;?5J7y7)2Www~0@|_2wxF^|#p7Id8E) zjl6hVe0O-WPQJ;|WXuMOP91EiuEPsP7P+;6Nfw@Vi(0F>RppD5QSV@@4tFRsx^!dG z?tEF2OS%D{v?neFlNej%79M&ouxWiQHd>ho(5xQ!PJO?3upXo6Y1VLfDMP<{+_xh8 zL&nY5Jk&V)aFW!9n{z@moI~t2HQQ4Yg$hC{p%t^};}#4o?sR{=8z4b2DMH!hFQ4 znPq0w=#Fm*UI2$qwd)sFk`Q)#_O<45_0b+b{ouOPG_KI++nL?|-#FtVL19;;-(Ss% zk?s&{<0?1ow)|!KvwXY#+dq>b*LAfgU-0Z(0Y5<|^hJ&68m5yT9tjG!Mw zt*^U!$)I#RFf+I&dt2m1)`;>6w|mM%j9u<@?fRc zTl&_D#dMLJjQuBWT+7V4zauA)vKwm)H;zBt-;S{B@9=*+KKns0%|9XF(R=Cmo)d3$ zkiE=R@R{$5G|L)J_*%{a&u;RvX>-SFx8ARfnwvIeoh^>q^JqfbgyZqR4Iw6}LG7a& zp7?qRrOTyY>U+cd?Yw1=ExER?_?6I9UX!;q(b{0H-v z0;jOD`>uBVly}kDk>ZjtmPXCq%|B=>$zCciQ3qQ@#{r}%}dG4znTvnmwH0QOaha}Mo%6@2ZTjw)gD(` z>Z+J8rF}#8oFl$kye4yxH7=EqkSx5>EAAb7Yd2eBv_oE#jNN(v%G~_thOTyi5V7bd zKp|U5auQ~x$v_ z+MSu-20%LU*9wH((4<(q3ce4$e)&RD=}2_+0BqEHH#aq;s!sBXQA>k$;Z51ny4F|o zBgLwmjGioseo4lS3wxy&g;fLTx4FeJb}vX2IUPaD45n#eGX=H85Mh=0D~I^@VFOnp zdh~W(#$Ku<_P98|S}&7tcHJooS|?a`j2Rf=>mTwg?c>7lN7slRAC>$xG>G$|bjX#L z^Vznx>+$Fhg}sPGyR130JB*I(@)MRFMpHO0H+UgxJ2L|AJxugvNzkzN_w`8*lcSfB z*67Q=j)l^H8e$WUMD?r@@o{atiy4`CdI{Y3w2mzY5VH6Qhpl%zBzFGO`*yGOy#Zoh7~ zy|kUgEjXVp`BYqwV$kbeRx{QUX#S=7&c`|5SEJm0wg448l-N6_=PA1mwu=1Uq0zd} z$yzs_-YsW$y|nr^XC!SBvI9JOl{rC1G{{uEQ+v(-(|fG2!S4Fd-Sn}BSIwsldsaNm zQDuR`4ig@~EA2fK;`rLHxfR~USXH3K%#hq=@;_x2%LcR*Tu}_6=*e526yezy`fp+L z&+~(~R9dhb3rpVaC2>=cTAE6$&oz}6ZRuCfD{X5u09CM26C*rPrKGWGjqr61`SsIf zi!7Rb!ACX?`|aArdK^ishvVQ*&Bb-Q(W3Qk_xE7dOK&SBH8YEi)=X>OzI?xt&)QrX z-9t@Gw-@1dLZr~FQ{Hs0Zl=J_R!)X}k3@q}ACPyR`&o676s-OWfYWLSOpJ{Q0VsKy zvzdzd)2Ga?#`g?Pd%K5!b~j+;`z`;>*;|iUy+_PB{TQ~1EahERII3#P@!fo|U4dA6 zoa?UHCfJpPT21JluY{=`6t0RUC$%~He7ePU^rT=L-u)Pz85TT z`z-yy#zrZ_h;6<6`g6{GwHfdMFMW|If2giI_V+sZ=fh#R<*JdEM;m-uc-hfHfPFFe zf!QS7l!IqKOO{A`8eF|;#)cD!9!wb8EE`^*Nk+anBZIy)*?R12q6k=nZ)o2SovZ2M z+Arc)f8uQn8x%UWnWMH1?ujY>mu?6VsjRHz9RoT8n-;f|n|u5E?15Tt{-1q!3Ch<; zZa$#v^8ug?$b1-T60>n>zU&8>Qh1rLK-M4+OvcqBf^U+7YoCtAMqMQAIp(iE{~L{nXzH{BcF^% z3S+C4NHtPvF!+HAbEhNfkb_ywyulZdL&D0$h^(fIS+0Svx>d=$v764AZza51b!n1v zh{-P{h)q7W;CH^A&Xp=UTi?c8>iMC6a`)+GyPS%}{A{~gbay((COSaBzCu6leRaX% z`)x&$BSWJ0I95q|)njfU0@ifQ+uL8vc6d?cU#ojcr4h>TgT#7)Hs`C;@zmRE(r#~F z&u(%uh7Y+h=DTibe?!;GNWhN0Cbr6GZVD0BOJ6;p8oyo>5{W&8P1qOIBDL8xx3`aD z-b~&mx4U^7y^mcJ#EYaat2Zxn9sar9^w{9}>8;#gCAYgI%dFcethb9F&t4w3XxSelWRrqn{IBL)rM%wHA!qfRQJbEd!btN51`0q~--vwiTr<@_ z{eD|(9SP3)I%h`KD{}8>H}{Nm35#*lnU zd~{xRE1;!*>gmFRw`!u1b4U{1!iyI~Dy9ju!{u$UUUPOPIVgKLW0NAY+cuf_EANP3 z7^dL3(0Be;a>ilIS`CSV-Nh|Bbc-wWhSPj&`~qsFp9XSPTgt&8^Z*VJUmHFb&s;$M zOEzh&2NRad0p_sG#gm~C{Z$JQ*_9^ywDKQw!7>aqUoxt0oZB<7zKr5zGO=0XEivW* zAAgaUeQ-1vY7e=)zebAjZg5^8t-Epr(A+$&stH8dP{*BAPO!>JJM76|JkJnDMFl?? z1qvUjER6#L1N>r9c{gfCXD=m=3RZnk+^)MTz&??+$oQ&(U#Kk&S>Jz1RRmDA9Q@Mt zx5*U?KdaAw|Nih_&9QoFZZ7ES>suCLK{x&0*v#y%ba>yh2t=O*-}8!yw)sn#WlA!bBJa5A0BP)Gc6v@2#05-QQI^5hLF>2$^783gQU*kVse1%{&vq|IbaxEU{ zCw|w*{vnxzgTt;X9b9HFxffZj)8pb9C0R+E8rG8v^pg=oJ8SfMcLIyBClp)qb27btz_sA+J?|0b*nzECxD7-CU9nB#ND=} zd$zoyqFwEd6~neFHGT8%7)$fxXL4N>4k`@k*S%_*;%B+z)NfsVXXJyhVARZzwA50h z@|~bu;h5l>4t~Cj{g^<-oUW45Q`Xl1mUCQv)i7O3|HIc>7bDMMM;I7r0a_E~EpyBA z)hs4-=)-PZuCB{*>%YnzIf}j{6aLi!(p~x7Q*I5=>U;+?027o|U|I01qi^+&j8fDW zyCU7iWIgr2$){-C%?xKY2WAvAx)iL8jQAVF7$ml3(?ldXrae*;?l^?#dJ``tHVZO_ ztDgSsq+E2WMn-rfR)Iyb+C`o<@%~!R_c22QUc=qvT4O|#Ym}Ee_PJqPc!Q0z+h^)I zF%y7S`l~`0KpcLqpkkG8ZSyhh?K%>c!H_B!!(MyIKZC41zPc!S^_!R94&?-`@p|5W z8zi>@i4IE$v4dOYHdxTCzZ*r}spCc{uUH|Dx<|@~++rk%ZW2j(16dY=tx^Jc`{%?0 z{z>XJ_XJVdO3OugGA3Rz0XkYgq_3SG};HTkqeG zJJK;gO?_7wpOpl+OAU$a&sD`Bwq(nR@s2qFsKPtrx=!}246KgS^R`X$4lnFFQ*K3m zGm`%7@h}B>igx=9?VbNt_k>two(cf$-h--dMjy>9(OOWeboytc1ON#0t5Z!gyEici z8C&+^V`!ppML@)^L?1Zd^Ti0MVGA5Vi)kJyHOaOd0NYbFd}cv9@9ElvPZ=Nk1;eO3 zqu5o3?^A03HCNpoVhUF;@V}Y{c;82nob2Z-3kwR`74Au=2I!1li3+H9ell4fT-qEn zO&RseJT|$3X|rL&v_Ut}5zHL#<;Bb8z&t*s&w{UWUXx_`KK1C|X>_ zzwo%!XO`nL^rzZov(#>JAr&{o5ou0s%0I`$Dfy@R0j!RU@*mQvs@d;iUH9jXUc#Jy z@L8isUm@i4%m13d>>>jJySqO}F?uKM7jE1Ptt1D}n(-NOfbPZO&;Zp4CDu2KtXFp1 zR+Wjp*A+P5|2`s~0%@H6uNAWX-3PKT&o!xrj^71Z*f0OX8>O0RPLuok-Li0ctf+Ic zY*~l`3Jefr|K9LIzQI_*#i$Zig2CaNTYwE2AJJ<%*ZN5>k=?p)p8RVhuafpbnak$; z_B9kz7r?gv4IF6Q1=14|SkG5gnbqg!=JwgITuW(MCMUUURu%=_X=|5?pJ5EoV#08O z#0>sJaezWj30{7iWKfT+`Zm!I(C1C7q?G+NveOcJ8UvX2bDj*%9bMc}4>>!BK#|-f z7zl(7WIY97=6_EFRj&~WR8TeiDJl~3l*@{4isX{dE-1LWEI#ri2Un&Rbfb>_V^3`K zt*l=QNu^^2(sZEAy8q@}${D>@(}0R`6*NhS8PERu5WBYK#vEc!<6`#Gbw#)E=Qyv0HN%RM+W)EA=f~j>S(}D4H9+H{9Z(}bZiXu^)=LkVp*OAd$zL0( z(iRsNw*%_$ypHx4+kiI6z#+^@r63?@t(P!{CbXEs?c2>eY?vdkm8t2l4Lbu)>I#f} zmTzoMrY~(m=MIldvX&?4yN!%f;}+0@-}cFW;?DB&vN%vzDdGO(#aS<)le5(wGwx9Q zz~3Gy4BA4&kZohDPD2%rT?xN_JqiTg-!XskZj2zHK0e;NQ#LQk>Ms`odYL*&OdJ^* zF^T^+v3fl%!O1tk$3wTSO*p+;aV9tKTiv>2Vx6jho;(Xk8NwcC6DW2y?&Q4$Gk$gR zk@6cK%gehA&}mBl zx6BaqCM$ks6aCc7+grEk8%qLgv>M%bRBo1grok^C#+c+R9j+c`>|;4c3*7ZuoXvi@ zecOqb|67;z!b>V>&m&phzqtNztF0U;9v2xca~fsIF`VB#sc4tOxD7wYiT`48I}x#R zK`+RHj!;?9R23kc-r&|(Qi15Li8WEzmzT;rBup;0nr zxi8N@Kqt@Hq%-=eIkQ>5R&hb_1_M|cv znVOloa1&087Y?=0c-4%)@F=+tUhW;@K(n%yX?hMH1p^$0*wBU6Qi~Fo!kCyC#wgR^ zO!IA@1)$Yg65PoHU%DY-@RfFffq@~{v4(Lg5O`OI9|8fb-~5%`*CkI>sQ3Wq<9=J| z0znX#ai8HzzMkBmDS)&H!BOfkB$z0}Z_;Q#;NvO{m+zNoIQSL6x^;>Ebwf-lHCp z)vf`(y&`y^<)GdAGw{lkdwmt<<#RygadbmNgVnGRRr?M3k-FF4YNn9J5B~>QUl|o; z7qyKK3J(gXNJ}Z*NH-V=NJ_)dT|;*(A}QU2AW{-TGed&{B3+V0cXvp?XYhH~_pbG^ z7XLWh=RWs7`|N$~YhOpg1_L9XI1HSDTPlaswQI=+ckbLN^8{3^?uNl#)RGhZWGeZ( z@kY0N)RhQ?j?T!xVw1Z3QHXRVO~5U>7MQS+r+q)h`HhZ?T#I|txgME-T^cVxe<$cW zVm+C1&j1ZOox_?2Q*c+b0*P#%O_I!h9q68P|cX7XpJdxE2Fozd=yc+~q6Sr&;j>&X*qNtl{@5XC6` zE0?c77qyjO*h=-ejUhH6uCG|y{<1}Jb1ph$N>=Odd}@Z1>T7FtfO1RRZt`&9WNID{ zT6Tb4v*?Rx`jy#BNQI^AY39ej3>Auyk5d!E^7d!;>RmuN$5_f}>-6%LmE|$)jpG)l zzLxOh?IoROif;)pFqjDvmC{AE)4kT2wHtkEfba+7+_TT-JwrrWGv-riy{%Kqfc3PE zQo3=rv&vR9cIsj6n&CEv#g{Eng7g1Aas$y2&o^_MLM2gsI6;&~cpa*sjZ!h`HXpP7 z!ZC%ezXk@z13spqS+KQW?_{Sv7Vw5xa*B$&<H2djqsvXX^rGl(IFz5=#L35yQ8ag#S`(utoZFKh93P&iVF@Nn@+Qtcy6m5G4_i zD@8r(;A3D?7}8^xyF`*8`#khBaGw}w&A`50G2#k~Yu}*NMrux%VP@NtHRiQgOTxco zFPhWH{bn3m@N%orzLXf|H*S{H0myqx1JcxdnKk&km#LPDhHdzqy7dJZJzxyqZ@f2D6dd+L?XDnfsaHB02q-Knsqk5&Jfh&;9(aj`85d$ z1kJ|buY$XO8kIUNy>XUsT~|A{7x9{~viE>bTg;~XZu`p?Y?jPTm%P zqAL$^RoNTu4d6A}Vr^AT)x@Ubn*(kv&Cxjx$1UPGD6t8-Z%s%nj0oHk)k#I^b#zlY z_;FyWR0!j%&Q)g@H*Wn`R!%OwO2f*4y%?@isiOOGFVXPT3-~Rbskn4{`ZaBe2Y^-x zs023-yR*NnprEi&L2&!zJWh0)i9Z zvoeu<)#j?Iae!(&etV&VmzO_OK&fO2cn2{<74#3|~5C z^pO-kKo+#Q0@7nkx5D_=v6gbNM4iHe?N4}!dJC|p*==J|EF>+obt$z3J}g)bQpyDE<{mq^Z zm>}JM|3E+Ii8~i5@AK+TK&w3=4*}Fo(KT*z5A63(^6igd)AQE9lX2!9YQGTzv-W-e zcYz&bK#nb}79RX!fNCx!C53_Q{>E(T!)JlkEKs1!6b8-|u-PXW2$Aod4(@9t!D!Jd zjQck)oeii|nY{a>%BjA(8b}@iaR_k|PG!>zEnV$znSn85(f#-RvC;b+ zgp68M9zLYoPBq!3rN7kPZ77@vVF$jm3_?FlYOSjZ4&w^g)%;q@_`HJ@YwHx1ePvEq%K#?|#7zApe`7|&fBy|`0U|pDSQEcd ziyd($TgsL2u#Zc`!7a>GHUSDqX>tgrF;W_HuRG1BV-u+f7N!5>zp)R>&io^vH#P_Bbl76wmhDUYCm1qGwZ*zk6ddPI02-0B{=goh_XTdhvMy^IJRP0Is^-c+ zEE$FMd+S==sTt;O%OP5@E4kgqF(>&;bX%d1O91@6%YXKENfBmq?T|Ob9EnJu)nRUQ z-5Aj#^7MAaQy?G+&L?*F;Ldh=RfF@3Qc<&L9!+Hx`>*2SD;c;WN%NraCi?eVKu5)C zX=z$P)x9O(k>H`j8tlaqB6=Kq*e&MzJX2e9q+qrbpr(tS?Wz>H6L#S9M;~ko36Ush z?&!!!C;0fWoTe4BCeDRpx>mV5x@lJ2PKO?jwUcULV08{3{v9ePGr?J3Q&aP@s#;N# zRys0%e%=@-n0DUf^-E`H(!AXUBNd!5O5>vqQ4LOKRr%!H&Fdag{x=!}#Bx7&D=T?B zy1RLYj!r<09;hV zPj(&V^z?M2f@UZ_vRZfhGGX5CQfR_J_dJr-CR&kamm$y|yeqEO-)*H5iT{mkhF{7% z9O#?Tsfc@ zP5=Cvy~gu2S4WfrA#1LI5KQAxeF6?xk<}+)XK-czO^`?rD~Cfr&Vui6heY9)T2)Er z=jT7mtdVN5$NS+LprE8v%Uju6rNjJqn6m^dD8}VY>oG?2m%D8WJ3IV9-!3sXmqC@; z?g$I%Axg!}!5-%zXw35S;BMF}TenA%b--aJwwIt;gZY0o37Z45z9VOLqSQknL<_=} z%YXrGe849l0BesIH?NW}o56a zOv1+~6;;{OQy@$!o>Cwp&qw<;$&9}#qk}SVO$GSq+;+_xErr(rfUGr_njYRlmC2>Z zW8$c*%|sAFym#V>YVUdozMf>pUqGopN12K6-j9R*{nj~${vsa3xD(4t$m_ewEd?oVd`-X;Ma;bh?~|V_ZB<^P>Fo>8z#*mt#VC0L$Uo#Di#+nD+4qPW*6<&c5T|1-)Kzu18Wx!_GOshv& zJC;<7Q8@~xseMG-sN>&h-g+Hq5642Dg#qUc8W~h{bjWSqsX!o)AwSKLFgF(RkFf9j z4P=9x_W+eC`p4khf^tUeBQrX=d0w{FuDdXJ8r8%I-U&TP}CN_-V4y0Q!P4> zK5y5s*2jVT6L=0O&bBah6h%MMPx9uGE>8&WrqJlV+y%aP?C`$$pXNhSB?i*Faxdj7 zb#z&~CJFNzRn=fGU$u>|#i#ICygrW#emcMBp)g#X zk1r5ti#Q@a@sOvl!CKzKbVgeOx+@J>Z?wt{G7G1v2Tt{P3;{)DXJ!KMk38OnsS%mU zHzHmC&6ZHC4Q=R8KHPkcmpZ<_4IpXzSa`ac4$Xc`jSk z-TcZ-S5CURz(9=tzMDyMtpd@`z7Mk+lEv>l>%ocP=siS77#4zpaf}Oj&f9J<7H_Fl zs-$%~pa<>!9rMLd=PC|#K#cZ}(LJnF{V^9ZHf0s7sYL)MboXvu zb5cbIHyE?gH(z45bm)y^;fs1-`@PA@Ni7e6a}h!q$Uk`ZNW#u4de#yExl(l5$(z1} zM#tAT)wDt1t!olFWSVNvjlsyV7)~?s9vjF$|>cHB~C2 z!jg>Wmpr_4<2nwtmyWb<@%rKnU8`(4}4)^hx35WK6VJr~!Xd8-b9<0VJi-#Uuwh z<6QL!nC%Pn(SbqAa`RC>GQt0uLE0O?o{dVmLl08%vl*cra~j%4ga+2fAXFNm~3oIa_{6Q{zns z6X}gO4+ho)yhhA-l0PJ26Ba(*$k2l9@fy!ms4BsFA=N>3S*aT$qZp*!}uCt|^ z?!9Kin`n#+V{@`bb$xwZUUIq-8fJZjP4|>vl|DV@Gi&;x{E(9FOQ*apg&aZjYWxks z0$SJroQ+$ae*zwLcDPm+4au{zAqxK+xJ^%z6T+tKsJc2kR+4Y*n)BvpTcy`|SR81f zbL$U4PfgKfFgB&!%rdDoJ0w7e6H{0@>|a+VglU8!?<}C7^&j5r@F25V{R!1g>;$Z7 z%MEr~X%=ox)>_p{Sc#y5~PUK zvUh}&?#S!CjPn?R0(bp6o!u;JP=U)1s5+tD83wLA+D*_bX=i$zTRU#C76biO8f|TD zg3wp3b0Jqp9cwPHA-R?Yj;hStd}2Sh@Ph#{h9|0Pi#X|3VfW2r{}#+-$jIFw@6Z85 zksi8-(X=a(T{dYTZ2zZu#)mB`92>3ep6GqYIOEKl+MuE3tbr$pZe##V3=#^UE=qXs zSCxt`sJ!Uwa{z=ZS1+t(i65#`ITcn2*U^RKRZr*5yoy#iUREPE{cv-L^F*8iStXr-!TbfF6c>0S_dz&Y8J=0Q+dk+ zAk6SA3g9>Y+y8oaE2&`%fm#HbFRO=+a20Q$=<4Me4oVX}@A%<~%oFVIM!OCXL=qk8}bHs@3SRXIyj8D?%?OrUzPN zEppibhJ@~qee@yfu|RRx5?ZJ)h1={+@EQn5qJ!>{bViWz;G+-#gC(>IC&X(^z?#_@ zEfM%$jZnAZB*m32l%Sgn(Fm8OYx<@J2oBYgY=YkcpcWNby0NF7@5*|V{G ztq{M&F^cV5kHTz-fIF}QFV73|P9BTih$@Y;sw!y^^vw^vaU9Z|H1UeqFoa#rUX8-i zW5&0jA-p^B&8$hGz886ILUR?tbL!{-1cU2#%RVUKI2)*_49=B-uH6rwUh`F>`Wxj^ zau)v=71v1!ennobMHGIf?wiffi-~)OoB?uKh3T#FW=cdNTKT2fehRG-&i19``iUQn zf(=z-nu*;*&F^Xl(S8ipu(FoRbWj8cE(D=_Bh}asjE8D0KF9yyXw0>l^UOvFVrY~QR z3f=Tke~S0`)jxPo@k?ZW%9IgNFdsi$31RoW7U=nbN>ADi%lHZZ&M+@e0y!2eOE6$M zj;*0gm-sWere~M2u-Fvd10no;GTbGlQ@Eh9L$F622LB^i7Im3DHYp_LwFOovFcp80 z>ITKv_xV34e$|A++HCrk)jgtN5NBk$ZUaU0L=HXcA8v&+*7p4+*&wnyo;dqR&OsM& zfDxz-9N{KR1`aWZsYN!i5^U?wQWngxd9N6-3bjvhOvmIUH|wF^xf1J~#AEH$if@=- z+70lV?*&>~SHpeVj&eybiZXiKPLHostZk+_$~UnI?BE0)8T2ZCWg$GOtp=ICC^^{)~q8RldS9x{vNEby<^*UA%QM(eds za9kn+@?=a8m!KkbvZg!6p=#n!GWB*sDO{sMriLp<0eH-{`j+WmLyV5G8AX?0!Arp{ z@9*4`FZJcZ^q#&cDwOEf465xdEiE1WAjW5}H8_0#QGfSKxhSZ&7;+8uao{DG5G{%Q z+iCLSc|{uS<^9|rx)P80d`3@RyRZ6?2iTwp;iMo{3%N6kLfR*Rkdk4_ZtKamLr!Q5 z5uVFI_)t!>xybB_BQT>(A_?NXE#mVc>W~Hx#X2Ez*14(cM>xO3r%;!~Z01vQuLmZa zU_k+t>YQQ-{^2*L2Em{JWt zlq~@n;Hpj6zcxjw&KJqxwjKQ%ACzl->v(kw$!A#+Ud`Q>!nM;*U-?HP^mje|aczz< z^+<(%K5%%rIskE{eK$5!gJH<^|H>fL-|mEeyp8=R(Y@^h!J)*CB<2G=cbAz5iFq7g z&n4Wny0$;}^f7E)4OVej#>@?_(QtNueLZPoX(_YHUc3ci^Ku+na)W*66SG>I-{TKQ zZSjGG6j_a0Aj%sWo^wXlnb?0sh%ye=_f(QQ;)^_66FrVKiDNsl$I%q0e+V5nb`NE@ zPZebF(b%jxZ|Wd&6#QybGsWR1eOSUcS0M1pS~JAARePRINq>($lFd=Rk- zd=_gCs*s{ETp_rqmjnS zq*s6>rjjTeYk~aZMur8IQe}e-$c^$zl?*FF^Vo6iEpb9PDHIxqxSh>B%!>~h9_ibN zi>=q&aX!*@Ey=$?EGZJTXBW~FSjIan4H5WkcsWveBgYObD0WX{)#IrnLXL$;VRdo# zK34WF(DT9co+td8Bkx9Me!JPO{%tQ090X+#Mx}H%C9$J;HiJgpbci<7a+R_##*XFS(egb$xmE+lhcH$2e%3j#7_y%fzld1uLvB#w)O$Q{$L4+= zcD~qD1rw^5(7MknTfIz)WA8bEOJ~g~-Wc9+b3~AS1GN-!-!qq?q@zy))6oZg5;M3e zxs?-&-ceChViS|`_?Edut2zluMb^6K@lBxS1CGU|F%uC#S5QUhwQSln+*;QkfBt=f zj{pY|268Y!Ah0^ZmM5hm4CY0=#$I;u8qBV?RlBBqK>2GhZf0w|W!QdQpP+rL%lLWC zVCj_jg$s`TWz?%wL@2w-tHCAOGoQ}!;wqgXew_N_wGXn9WHSWqzgq7e_776SMmV0i zC5^TF=u$i?d2{A7aLkpl_9uWAzJTDfU4Kx7;%04qc4=dLKuo76fj$Ba4Z-%SId*PX zFDP6D%7L*!tXz8;s9@*XC>J+CfD-5WSiNxdIG(^H4S3`7sPKdRmNX-r2}SdyQDeA)Qq z&^Dl3e6ITejvEDMHc!m*=duSiVh{}}+w|TaPB5OA-O71qX?sxR!8fg*n|)uqMvLS7 zCl-g-BKI;LdiUOTwr#0mrK?|i_|X653x|y6&$P!svT9G}2fJE@E`P4}xgp2urKXCj z|BLE@M1&@qssOQXP^a?Vd^Yr23VSzI(DAD-(CVi=OQyCoRLTMAf}z7l6n=2aWIVv4 z0u2%O8{y|)zdlv1fgc*@M?x~A*3Kp#^I6BI%-rpQ`^^an2`!6Ltok`jQqCc0yuL(+ zXWw!+-6^+hp2GfK>e+Z!MUZd6iFi+YqU7$;HbQJ29LTQ6CZRzQR6%EZ64G#Z8^`k= z-Qjn8x_FVd6id`Xl~CtgR|&1ZlfE0s&!#C%lQ&(fqN~dWZV|A|i}DBeEr{SkurMt9 z?qgebQ<5g98iHM1b5nJ0RQ%WfLRKwxO{e!Hn=KwX7$Cyru=$4n2>wBOl zN*I~!riWw8?>M#v;ORE%f8|W%n$-l(TlhOVdx>CEPmU3W)7#dgRErPBQ4^o&I<~NH zd#}k7Ow`H0fLzn|D(a-PR^&*dvZcsb+Y-|Scipm~%D(|A#Ct82VEXF)2c$UTadqj% z7i81?3$T@b9&(H}E+LM$^w6e;!3G*g~V52iDbM zc9Ydw>WE&5HW{9L+`yN~4TZRnS9A|>Qw_z)@Ma*F&p{O{Ia-LcOwQ|d?&;5%p4?32 z%S|^3szI-H4p7}J@9&1Ru+y^qOfl4@u1E|e`4?o@f@yZl8A1EhvGAx3E+vnX>+Ub9k>#pw`cCy9G-g;c zKShPW9geSViNgx%>KEwC%sy>b-U%;H=;rfnZ9!!uDPQ3_MhNdjBWBE+%JZ^A@oh{7b5JzF;ab63b0_&Zmc`Djo8III$?R}ucI zyE(ET`vdCFMXn_>C2ZeLHQup$Hkodj;Gy(^SJGWbo)zC>nhqVL;wSLfeOeK}a}K9+}|OpR?mMozA>NM*V)rkJ1X1k=xE za3`&XtfmY(MTQRr??ZjmHi<~+HIk6qvHb{=Sk62n3CtUGxH%eKGrN4%vSym;W^P`| zqGPo?seKJ?_(Unf&o8*w`&pz1&LdnLSPZE`Ab?f_54(7ipsv2^FlFSJyu@zy^Qx&Q z@aHiOS$%9Ijvm?HT&hz99K|;*f&q`rT;E+MH-CK_AMf;YZ}lyz^Aru(M%yhs=b?6e znxh5~W<)jgPi}a@t&iXRN)%GjWt?W5>&&CqJ*xdMB1S`CP2{)|#_k>_XmPE)nKSSX znc%!%Mev3*ZZ|PcKB0yTm*;;YhdBHTpL8Ebs%r?2J#beGnF`m0IQ*fOGy4%S#+*&f zYH1L51N>@n*h>l%i6>yi;&zuATLDr&W)f3dMWAz*wb(^@&T|8>VUW(-#+cHkW@;9J zsBu#1vv7jgL}a=f`9J0s7VT#wv`4szgD<|-z@Vz8(C7h($gR}ff$&bXE(cG^@pLgD ziwS?pK1wmVGmDl9;>MsBv8&Ivcy(^SQ;;9CUO;IMD>4)o|Hi?_L4=e>rG`}U3dq_x ztG)=Kq_z{$+txCSTI8-*bQGZ^z&SPRJIIJthTPu{ocmQA{ho*V0j!1n%1|ct@a}DV zJ-VmIrG2=&LWa@`0F@x!{3AjVaO=YUIQ?rmMRRoa^U7)7ZzBbktiMMjQ7Z?oI{A9~ z`c(Hq`F>B=x!c>OAI}|w9NPF+buSWd5)_f`JNJ{*f9vGKFTX8}65%1Uz9Xh9PY@E5 z#A+g_`bRQe&PUuSTpO?978WV#x_5sLv2v7~1AC0G4^nQ9;Hle_LhaKm z=yZcXJR};m9S^dzXBz_tFGkU|D1a4F83_g4lEvKW#Y*^nUS3|V#Z)vrs*^b_{s%z; zZigxJtojNG-0F=_z$3})vSO*ieD`JT`&2rSodDub8xf&uKGfZdj)#?z*c|4~Q*C;9 zlK3S=f`C$uTTDdhwb^p((aJWd9RyP}*UU5(;$BIe%$=~tF-(KX6oB8(#++4cS7TqoxgdETh4zjlVTKAV0sXZvhuLT?&^dsSj&#>%iaaXPFcN?!+-~sz|jcl?1 z_SFX~yI|F@!HT7^Ig_RRHRl{&Xa8o;9|lbp+j+#Fq9xM(U4xHK-`_g@MJo}9_6v64hd&W4sgFK5g zy3uZN1uqzp4CB2jbwx!*+v(I)@<)=4Fip%~%&NJq%TqvaYHjp$MDJtj#0?+4JF`9T zTV>-_x3yZg9m2Y{re~b8^&ZDgyf!G(d!wU~UOiMUT*+MKcmK65f$d{8ZjqAy$=a5s z<5w-}xOc$|dFY-)w!bNdE2Z*p#Vc1RQLIsQkc!DuSW)pr9disR>lN1Ar_Z*t#gQ>j z?Ya%<#Wp*8Bb_AKo-L0Eiu7m+LLtbWC%yHd=3GklrzyEd00G@Vmni`_cKw7c7{`m+ z;Ide>W?64sW2Q{3Eo9TD#&CYXX&^hRZGj?fU{2e_;#V0o(_gNcv(RlPI&b7cX?m>u zHC63yciATW>9~SCk~b~u z>=WO7ue;q~rV8ZrIn?6%VSS=+Htq7Pvc7g%Yx#2VE!WDwlr!|#+HsJZNIvLcC$LR0 zoO+Fe4Qtz$C$Z=yEfYHNpI$wmS8n;cw*4YNolIBHrov|-CsmLDQSFe{-i$dKHAttU6?FE_NRLlxJ!JTHp^(`SQi8JP>bWPa*MTD zy)s&T6&o`G>MPzl1c8gX_8%{nS~8LxJ?YDiY3-1ZNa|}!W6i!Z9K&TI!$X{CqP9yK zBd06bWqd1Uy7MZ$c*@(>WaUU@xW)gqKi=Bu(B-v_Cv<=ICA%D}qWf33-F3j&4cBUb zVW|0e$o#&RnMg@HBs>XEnl!WM94vR1fwcf)`~Fo}=j$+qYmw%FSQZh1Ce-<}@!EjKufvlX%8lp4Ipt>v zY&wEX{RFpzWozx@AcKxCkZNr%JV9#`Lb4QQT0-WCCG z|Gqb%e5)oS^w;c^?FLRWv@VNvg||G`ICG)z`bIOiLR?FTra=7}r^~i*f;s%f4$M<0 z&~N;AsWjCTLhVhxHn;cK>IYBPFTaG=S{7?Y7(6|X2vXA2ZF8FtB`Rrd!Jr*M;R>;d z7y5xVx5S-$&Y@M!K;TR#TWB_Ju$!&pSGV=Og00x)a75jy>Qdcc?K2ugn^I@;BtebG zAcYXZrHJ{TC_EM`Iq@&qovaad5F~cO?T-)eGOM;i)!$CXeVP1vu;IkxcVeb$RJ<{? zzWWk>JVK*8N?U$?8TRs#wH=Z4*%dMW&8r^r4^|N7ign(%t2wC!9OiHEIhS%}5mMY# zebo5)0D?jo3Utybm#h3nPFYx3j5kKYwtH9WHMH!iu04FZRGh;#W6~K7l3l)jXyLco zyJON2R`t~T&43IUf);W$s!ZP=nP&Q99XZm((Vn0Xt=w;?LnETgLB?PH^(Bmeb#g?! z^?tDy&36Z_UQz+MHy@MQ)9YxI84q47B&4(v#V*Ju73Auip46T!_98RlSuN5TNE8JT z!P0kR#3r_1&Dcz2=|V~ld6|%_P8)uQr4*-0_J|`c_vH26cb0AAGnamOG_78SeS3NK?Kbq&Cw)^D!I|to%9}T5tRp5?FXQR&$ zg6N)V<8*D**HL*&t&}VOz}SC!TqIiSw+z4`8%=Fe&uM z3;6w7EBz}m6kN!})weyS)6~x9-@WU|a0o6abY}bA+tCq&X5MEgLTY)ReThs;Nnxg^ zANbD3w>$WqMP%XNT*2O8s|kK>BVk7bl_+mI3i&uPVFSTVQ2PXZH%dmE*ZC}Gp*tY< zyUZ&D|7MK8y%t-O4pP!jOM@fG>ilIUAbpbYJ5{EQ^U7T{I=#zYT7iw$XL)A$fPzQa z>88$;bSfz5a1s$2=~%FtP9&3BavDi)#aL;LQSD}**3OEG-Y~eRxPYG8I9Z?acI=tD z)Y{PuYeN;|@t4P~qW0|u6WRDU8yRy}C`U)^MRh2}`y>AR%%RNXW7DB`Enz3pe2!R5 zbIRU49o?9psga&+xodo|8q`v&nHb`3JAU=0zD$aL`i}_CW`0tAMHF#g$kRQ|(avfA zCVGV~fnU`I{!$bvR_4=&zHzqobIAFbGHIvfp7{6omfz4lh+kHRWIJ}8VSZdPKP|b| ze{oJue_g-ODpszQnq<%W+;eP2saC#g0?LrwC$XZ{A+ljvR`WIE+&kS<&h2U$M>a!T zCyY~KO1{LPS_Lt6>W(wamjad3>N}%ULGEI9h@1#^h%7K!X;tdDU79p{PSG~Hbv&oI zsRA}DOMwro@%ymo@=duL8+js#-tuiWn&5yZ^CwWaIY%RWCqtq!3PEITQx|{6(Dcfd z|IwnQ+(US0B!D|kk34lQ&RNBzKYjk4wFUo0&EU+E%ODREvW@UDxw`JS>{{*`jk=Tx zHdAEIuzSBTiu9p*e5@|_Tqlu2J9ex*ho{S3y;IL#;>nUw+y3VTP6BU%GcWJYcBjAo zWG&s7(~maeOQ8JWf^n{mX;}cy>*LPid@t)voG#af+AGV)3Ge7nDz$-_1kh?RxRe`Y z_{5zs*a)qY*J`xCGG=b{xyEQCm&dj~mi;b$jNPGQwN;XzP}X!-?$MP+!lB+fxmG^M z+7vUTRR4rtGmY%?Nl9O*|G6F6)ln3zVADgmxaHlZ-=Vr{jrcw)BRb7fI@#*ZN?%OD z`IQMvYup|*KQT@<u~N4DQVTh`YJdw3GOb+bgu8CwBIM8ILH_&JbQeT^s8VRd4^fzpW#DKB`XP( zU*>!roLklpgywZ6^f!JnzF5Q;Lw=HZwP}>`Vd0Iy!QI*!|2hGA4$>!N98vWK4a{o` zI#9n?9hRPcL+9lcju~k@$G_}?rVHKd<4`0Qs$oOUi@}U~3@O`|X6Ekkri-cPUIuda z^>L!TD4^;~nZy~qMbm?<8@5^%>M!7ajviCyhQ05m?I)XTGSsHsngpGBaxM^kAyZqi zmCwxP^O+KS50U_(_gr7UNRwS*$+KwiV)#UXl~7MyYm^W+s-DJ}J{L4t?eQ6>ix0QN z+c!U7#-2K!wV~9L25+Z`z``ifG=rDN$ZM|cKp3y9>aMsrljhMq4H>!zvGqLWjJ6e> z!gl5Puk7_3q{_{AN?cANnBq507__uPVCwa}p;W zY@_98JMExa=+Tb5;RVz2A+VFR&7be?cmUH_177}+d5MxEZQTup(rKt%;b7h5>Oofh zoU}Pl?7eOCn85EOf^D5E%0lgMz6eoxQx0x^0d{dNQIufzQXa8X5_O1}Z{3E!`r~Xq z!f56@pLfEAS{OSSbJLi}?4lxmP0U;iq#RX=EY;axyet>9+RuvPOuDG-Jx>`uPo+o2 zO&d)-vYB~U(n8M@c5)x;z zdWMOb6B#~SS_TmM618G3iSw7w$5oo-(r5lO3PRmZ7b_Q^$2f_k?T6+wQaN1mDY!aq zY+Oet1{iRpdZe+HF-8Wp%H@%%V{?w0&m&DKp7mBLk{zGk zPq|t;=0%!POR#6oqtfU25@u5>e!8Ff;C~k2QP2_CUUd?O4#Ym=bJWGQfY8?!(kc0% z++p^#ZJJ5gCwy5Yk+h$1clGZL7o=iuV6!GZlU+4imv7v(SYn?6qAU0Kc^Ac;E8 zcYX#hF@8#Y+GT_I6}zr5NU!I~u(bte|L>D!&U z_R?E7Fd%&NSeZ$(15*+7yW17oa@c)%Y>`)PrDs%tWYUDpF9TN(`|0W{#JU1I}@nkczA+w2Qz zUyGIGV*3Pt7wGL|6QERQVR$0aJlEzK5V#1M-CG_*hxV@cPC)uX+0-+jI#GBLA~9|0 zXJ?HUA|Y7HfrYRujy*E?Qj+l>`KB$ZB(ayaM8}=tTkb2k)zoDZT;@1~K^Hgu?dRX~o53mz};9eU<|0$5s86gKLjq*R9JPk@AJnsPHqWNyY41M3UAYo<3nDo4i5^X^ddd0w6Y$Bf5Xrrn)o z^7sv)CaiA)YEkE=BDcOYNHS3rT5??O?lll3CiyLTIG1b;AKm9A7qq$4fNxlHX%Xe( zq1$4{$~MZfU$l@XJ9W`E&(<9ikzyj!z4J>x?wQ2(*Zl2bf0Gon3+GQ#)s+&8^*p5O z5VA72)wj^7jW}&fG97K&gP#ni~8 zJ~JtbXxum`pX+K`AER!#ce+Bsn*LDAyzb=6JM#m~cm7uo;m$V#X3!)=xvcb9lYw6I zGv`gn%g;$D?N&?ZcM(4pgf=A%3^ujIJO?vRpPy{w@8BEfEZ*1+)hcGS%t=eIzuUi`m z37*c)oNFA&dO1a@cz-05p8DhC*c*oala94=*dFU z0Zv8wD$*RQy}2z=VT|N~cir9nsi=D6Z5|7S)jar3iPBJFqLk(x*23PLhv>~qy~lK! z6~V}t!k#<4!4m1c-vr6mZVjO`TQ9<7lrDbCVS^HEDWTZ@3;wpy81$+)L*C%1a*vjd z0AFq>))kmjRkl)o^rjHz`C~2g5(fO1)QY?f>P@=EmkItL?X0BRz4L>>oJ|V@Q$AdR zPBD0D@~%=kGdgwDKFJEs@pN{*(OLXo@Q;E@yImp1mym#{?pPvb=k3(sv zXxB_WhPG@>H`&rnbOwdpG@xLB^}si(=`kmPDcJDcGTiNNhG0`4*HW6#DqT_x8H(Dx z@eKClqr3mXg#ybf9z=pPN2^VL^m;8tUItGwxYhN@hgVja3_JQ9qLPH&$YvUEM+1qj z7#bcP)ut+ZjKJ8doW^`UCa(r1Oy^*+vn2mZJqgs|p0c3rdnfS?@Iuknyo4vU6!UHj zoUud9Zovwb&hPweRKw*fX>#};a6b{oKqJHWmpQ@_RoZVT7Wh| zj4y|elgZ=TgBKOxe&eMkCARtbkNmkz&(0%RdSlAWPGjd>VV+{pxmv8{vmSX2($0Uo z25t=}f{~zD=!bmgT|FGxw4TO>^J8oxnzfP6nG551pU?@K_7-oGfCmiKOw!~J?wqsoO1lZT2&oBc~BBm?q~r`>aq%Gv{kLD z`9zt>Dd6K08Nt!R^RBMABr~X)qPd^&vhwyTG|WL#8$`(K(dUTQ@q8**9N&2fqO-Ha#Q z6zhbKu#&r6?}sAkNrkKZcQ%~B&3(xmURBpZ7`S|3EpdXrV!DoPUA(&~(KZ{JAyLLg z2#wh5<29*Su1rX`;@RH6KcAYBdsV$HuL+^hbZQNcbM&jqA;@%{1DkN3gQ49ze1CuYq|y zV{`Anxn&4k3-OEmcSZg%XP1B`b>fOvWBx>uM9T(o-W0P=hbCh0H&Z(s692bB8E4wi&_>bmiSxnCrlgAS=Hg2j6uM7El4sN6DmXC*H# zNwTg`dk*{6UpJ^NukTVOCefqZN9DK(w>4Z(S9(+F&y+T$4IoC`F;NsVWxn?Uegl=I z2uT_m(5#){Y9k)~@4JnFuYoy0`Xx4Qj<^IhKF4ZzR;M`H?kfJ7x?^j+>c!Q;qEva6 z)7A5>r+SJ>qetj>XqL>rqi(I{*lXmQ9@AEXUV!ct;Wy+u7wFyX;=!gpZB#M72pE^K zLl&PB{2Lozq-*Uyr-m|v7Nkxm(oAI;aNow*mfHdL9V{&55XTyo#gAv>WhP~t(+xWR zyaT;UgW07HvGEB#+)*`YZjQpbpyMV?f^@r`{boxY1_SkX9W`+T+e{^`5XF&0?X+Xd z{?|Sda;@uQ(erP6Z#Mf zWd3FOCB_-(7ce%eDM#Jk8LjNE_#)b}!7YIuD6U<1EKzPZ<)4#jBpvKoQQm2K@yFTp z$A^Q~wZm6QHh2$`(V4qs*np%KB-_+uiW`IhiO_=Wqm^Xw+E;@O+p7n7rJYVmLr-QJ zUD8DldaXS-0^#L8s#P9(ip;Ftu{;)0J5J+D8J^jv$Hxoz4k0H`sl{TNDP({bk-_b% z6Vl{c%vs#66w_yp>opg1AyQg%t&dCvM5-(YP zrlB%@m4|zQ#PSjC;8>}`WV$Wcvwgx2&a}bPgA#8QguVAmom89Fxm}s(11>4NOHLiX z*fzNQ1qtH$s72XOh;EXmrsw75(jBeLNpf!;=MBE`+h3HZ?f6KOlOw`rMh!WP2@|@x z54=P}FENoCjcf_9^tfDbNQZuCTj)uszmVmIF7wU1c$pjwZ|kvcjEXZkPtt& z9_=`*y5?@@CbcDwV(d$EkIVDxOsm-IOGtmq@_0n-Nsog1{L!-9X|l6fclCYBU5}fn z#j++IvGjX=Unowxa|}qO7_Cg}Lz;?}Mp>bKCU{JDZ#w!Wf|k@0PXxAdavRzcZpt52 z)X61~lOp+apG@tjVouQjY$#sPKl{BXiP(t-o9t>+L>tB)ATC|%&zNK4IjUBSy|Cy?o6ynCuD+s72M7sv4s)?ETmRJ<^9rx$v@;OrI8e>S=4!g0Fh7b?r^kR9#|<@0Tan@oO1d$9@L2e>CTvEK+DR zl7<~F8bAZ5QOip57FmA#_xg`{iw#JBw!C!Ll4@PDvZWbt7X`4x7tTJfHPVdU@4{gQ zvB>FaspYgkm>oTG7hWbyxz}&F##pjgdPCsu0}zSml!`_+*6Hg&oQmKm!4BO3t(r}x z<$qrJNH$q7U8me5uQ`3xBNZX}MV3WCg44div4X<;;zU^Y-vQ^WD%TPr&Ca3The#3B z?M<&ey3iotqze^x0f z^x-U{E4KnNLCYUj!V+e1d)4*(pkpQpQk&7&ElxJR>{sv3Ns>Q3&fuHd`y)%e^Wehj zs9Xxu2rpMD**yJQfzcUdHR| zoE9rw8hg~p7$gNWVO@Po`mPI#^e#gvo}G8$bXh8U4>C)T zWY5T+Wp9cQ*<33#d#~$eXJuR?#I+SJ$=;jac@^*ae1GS^d++PM#(ACdJkRrdKAw+< zZu}-=jb!R9YEoPz>SOSJd1NG|VTL)O@bTMjWWvWD_w?(caF*Q!J|1~N4COk@S(Hy( zH2sI|oZ13KIYCTjv3pvJ7MpaQ?s^QE@(-&`cgKdInv}HQm%O(OGAk0;jnop|RvTMd z*^-?0L(#eOH??n343_p&v3H-tdWd7#bPrU^q@}07Ls3v9pF3>HZ-fW722%t^fMgE^ z5JaM?t9@;@zx6ibm*c2UAirP+$&dEg5#zI)y?QNQ-q_5q7F(i}m$eL*5H3{+L*#pM zdkq*+N~zCXyaxtBIS(zfYnp*^bl`+4Rh8-fmHgoG8go-W!*=Gb_vbOvjqN2@8Khq{ zs+gLMdUoV}R&VU~s%y(bCclh}&4^mqN3x75k(j&2b^$AG^u_{DE8kunIT^0Lht?Y^ zHIKDZ-REW)UK2MJw{!cPlq51V+EQ0QF)~gV&D>WO`ECL~zn2Y`$cS)7h`(pkJG?V| zzGuJ%u{M7BbrdBB-X{b_PR_#>8!Mbm4O6m)JM~{NcFx)%y_<^4 z_|NYGB-dj-y_AZ6Zu$#aKVA9P%KPOoPfhmWB_-;^JqDuYW;yI6KZbSEIfkp$4UHuB zC!1020lu@HojqdaWwRBrJmyY*&K#xutP_Kuo;1+ZRqsr6+pR579J9xUaoujKlxRwv z_+?w0JL9g7oJmqtts2K}Tg>fanWA@7+FCgJTy|~M38>~3h;0;=Oufk0uoLL-Jzgx- zvhGG#vXxscHd1!a2dQ|f_4Wo5dmuIP($Y!jXu2kYE)*f z&)PD03S;aHC1p?rR+PtK#Z!es?JPHM?t2DjzTN>=E<9gT=l-HrWVuIMD>>`#`5xR0 zE_nw>Uz!%})8lov_I2f376;saK4FvP7xFmfLZ07TJ>#Sro`h;7?s5cuNqv)|k%_sJ z4!>#)du+<@dTaObrb>tl;CNgk6XBO&8fI#L_+usc1{p3E{srKzmQCEa5G09^KQ-B4`kKQMNbMskvqK-vQKcZdB)qZ|mgHtQXakx;H zWIqx39NkMK87{7eza$L1q#XTQBFJ1lW~)zi9!T zWWUy&x~1HC{}mNMB}?TKiH;-b%tDdcSqIhm#e-e^#dXPTdv+J{%YnwNV34&pwMEBX z_N2g82?|}`d_@*6kg96Mhj^#3 z&|GK~5AEpCqtE;1F}=#dJvsN?PkQ7-8Tu2Uj0r_%NY5{QCGPPpfo98F4Ax^agEuY*soBsa_ibCE@w(d zhzFGO&jplk-wdm3KJqa8UK|Vwm>9QnxIo zZYvmlv^-4zB|PDo-UYm%=)9c6=js!JS%o7XzB1Htv~^>CmTh@=Lvgx<^D{cght;fp zIJL8K%sj{pl{$+-b!JWTt#@pML?I}eJAt-_3q^u$D@$ym_r0C>9+v5xxi_tF_Tme` zCc0LCkvY90`?XMScitJr%eWs|Xz*3^emt@j`CMvqQ~1D%SjAdx+rY0SFIhJ?27$Ei z4;II%Px0*`8xUvCkO3ayHebby;R~Q!J&o9=9apDGs5Jn52u4Kho=pyPq zrwet>&vQ3>pmAm5xdmT5I5Me&AX?u)b1oDBxwEIEdjgpkCOOL991Ok#TR_Gc9Z$d+ z1mH(#%ufY;YLchw_>Ifkf!(t*CJ3*i9|XQl^A2$yQ|ju57r9z9Su;_Z^JJ}$Lxd%A za-v&@l?hO_!w5w+-ZAV>4SO=2ix~fpsrkYgvUQ5%Ixll!Zc_q^!h06P4raOw3W0$h1yVEOn_k2Wiyvp4(o;4QPZbQ|i6ujSZ?k4fgyX;P+R!t+K3!<-L zGULq5@cQh%WX7&DBKM@x}cScY$Z`hjWd-RMuM`bq>Db()Sr@^?lql^*s3TQI310(1pFo*!t@W zzA69t4!*s;1G0|w`Qi=4fV6#o75kw-o21;*k;lvsA7*Xq&9W5OVsv0-36$5Fjx$fu zd%*NUA^23XK(l&hZF1SpBQ3cq)6U7Fk&Z$2J)sfF5y2D?an{1YZfwHFQoO9k_x|bK zTUo=4ZbQj+yJz)^YZtja4){u(R+C(-gK>zvo~TWTW-LmSVVZq6<=cWSaSa?h_a|RE zJ&AH?9$eR7pQBE;l{*LnexBn{^{P6KpIdn1{SKd>Brmq=bkg;H!Q#g@4s?)vRFhlN zt^Q$|k{&;#2G_DSXk)U?< zz8(Ufoc|Ei{b%j?4+>T;W%H-%QQ{%Jwg`RFU7D*@)#@lza@_bfq z;Zc7DJ3FP;_ZX12ddua2)!n9{TEMVzxW!Ntr|ni`xqeTPRvjYQ zJ9`V!TQX(P^-hG-J4nUKW&8?zu6LE0CcMnS+sDk%-Q{uiu8Np#pWLbwuEE+jc~s0Q z)!h0bh)#X}nw;`UJ%wjV#m;>~E}s5YW;Pw>DFz+=y@4s}-vXyEcUB!)vCch(D8@5CwxARqUx5M} z>HSokH9t64gfWrJ_Enx0U6}yO)^kSfji0;b>w3xD3IsuA`P}aSBG%I~z1KdCKL)>3 zZXFvh3xEGuuq+bnX=M~nc!?&jNG#*Be=7C&v#(MtNgU1lRpuXAS~9{l4v|3pEEj^to&0~FPn6CDj!ZR~Q(tnZG6c(u(U*Cv znmt6P*qrHri9@b9QG!EXOlJB2Ga88&0HKa6B1<1Nt}M^>OQ%))77P!mJVlXViE?d8J($X*Fg5 zklH2A>qfSwt+PpN(YL>n z+?aks;te%~S(I9yO54(S zyp-_Ctu&=)T|t4?X>Vg=lRpB;Z#(P(bBFi-T~=0Z_cmSkP2~y@>U^?KiX36Fu3q(Z zTdBX8k+ge!IB^{NYyD2Fu)9kF%D&+#-iCc$So_qfKMKRHd+|Vc_2O_=j*h$>_Q529 zllZOG8+RVB@?(8=1z8FeE*uOgrOQ`PJmgBNwSb(dt^HXl)WM>hDyW-@--RE z2lB$iye}Yr^4@9%^cd2#ei&)_%R5@>dN;(T6D378C+)GkwgGC|>*p7cvA-=Tt$*Ny z!BY<5QL@*G8ZYR_0FJsm`w{=EcVyKH@-=P|!vPCtRTlVDRHA$r1^n_MJ1qE2sHvNPsI9sM^!Fp4qk?mU4^!D;1Y30IP^5g4aK9Dq7860i zv!nv;s`g=o`TUiBZ`6YxVR7d21i8#dIp5pP$9K}J#MfAQ#_qY_RuRy17M%K@o7MMM zPJLQ5>8wpgj!-$_Vj+Yc4fL&N@0e2zS{Jygf?Kpn}@|;R=vH&=lUCCYF+v z41E#I_jr;47SbO5JN*q#?DGf=q*uJ;Mz_0w$h@vmM-0u2mS8Rv*Il%fKw-s9T)RE) z<;&9pn$}!V)1^k8Ia&pl8h|d4zFXwD8WO9|aI64~`fPOvy;{1ii-_I=ZGm_8_1yQl ztM2?WSKa|)Wz$bWwllJT-YOVS%6?XQOhC^275h8aehhlHdc7+`E`h&IV7dCv`fN83 zYHw?i`B|o1P+-p5^W2*?*P<#r4bo2ffiMJihNxF1B0k={!0*b<+hGMoO(ecJqFR$k z`g`@p|EHsGKb20^{;-wN-6Q$Y?5V0=262! zY$1x5-;G*!2uju*F335+?0?JXOId0{urqCI&oHvQ)K zBP?C`L5bDSvMeH)&0q<^2nemoxpR3bRBSDK?5eLe(^Dqtj#AcD01GZ^K?4g}FM_Di zeyx2u_)WXi^yZP@lMndu*|!TBzpuYTrYao>7phr06fh#m zxClFQ2&2&ux3Vgzpkz0Y1lLO^p?u{!vhyPCwU^o<>#8Pk*`rL$kf7H3c`U5u`&h%0 zHgB|v$o-g_l-mkAOXf>Kk?`92Nk>&q7m;!w+O}Kw#VQl+%F`U?lq<9X<;yOe$C||V zM4#~&WqjwbZu&U`L|lv}q1BI?)KvSiS?a@u33-!c+bGl*WK#H8;4wPS^V0lQRoza~ zg3dvr9p4YxIoB>_dQmjBPHv}6yHJBjA$ZHF#Cp!;0x!RNL2D{exFYSHQrk~{(7W~# zylWkuW~qvQ9`km-E(*bRsIK*PU!!(iRMf%qzUpPP2i-ZgO7Y=sGOM$@4sH01tat8# zG3Ni+@2KDZ)3iesG{8n#RsReypARaL7robnWP~G0j(03g-mEb(UEXR(%6Ehc$%wE| z%&#g&kkbf3%l7aEa7*jEZZpGX<}SxjVvD-hHS(fnp-E`X7N*XBN7FQsvTi~t@8UUI zp#n;X)4u0zkzlZMjUPRAiHEKwboWhXt2!0=VvT!zN&Mcd4J2kU5Z-I)nPL>G1&lJ_ z58jcS!RMJ#e;DBWY1(jt+uL{%lU4mp?eie#HKjrU&6iYw(k0KeXw*;t?Fr~VOl_p+ zo=*u_3bGb4bO}Jx35{ns9$D57yuxN4y?Tr6Sm>FG$N>kX9Ef!Qda$X%A4MOcp}C~* zy}tjl(g1BVRI}r$ceAm8ZAQ9niDkz8HyPN^`aF(TvJY))24lWMbLjqOy;2pGsO7zd zgn{K}I!U6R$vr<4Sl^rKdFAY8`Ry|Om(ALPg5L{n(>>{cDK$W?Wcah_BVD?-%b)Hp zi|KpyvzyFXJa$35mO3xwXDtS|gEuFbS>wEGk;K{DF+Emro&4ABYrNM(?0pef``UpMm(p-%-2obKa(fTpTI?7Nr?x`Wo?QUKxzsRLjndls4;kL*6s=PbA zR%G`frjpsi@wEXthr%!c8MEtb9WBNcDP2`7AyXK*%!#~SsLQ%9;`*%J!7|jVo8g_h z5bb)CE!~U3Pi8H7qupO447yv`B%5m&_2uQF-oKCw>mp_)l8KT>!WY%pc4a0adM(YH zo_$~=&D9RC+zRVrIF?l0zmnTuI;veJe_?Fz5wnOH7$lTe;Vl&}-PuXNvs|JBR)`dp zLJDivL_cowc6~XbK@6Y&WaoBt?_g>~Qw2tr6h|}Od#+dS8?98w0zI9kYHaf8vO|Bx zlc6p=o9CPQbNAM+wDE2!6%P{}4#m_>3k~fqiO{CcJ_q7v4~hpVY+iN}4GGWctwvEs zb`W>vlqaoelVLvRu%$I-amc>Zsa|3p+MXj{CGUu)oSjgs7=PWb8^G)tjq{TNa1ydG zM!vyNwPhH4u(^92xJoT@rA1NE0rUJ23>zhC!cf2<8=#ig%UD&VHm3P5b(rMS64$_+^8Kp_gtvKgz@7Y$X#{-P!)tO3iJHsY z@3dW1aoeL*{4cucfd0O=3a89-=((o_LO+XYs+RFS9ad3*@uE(EU0!hc>!$%&ww9GW zy^2Tvevg^c)j(Ruc?OKYov9|s_7Et+TVAPA9$d_AZs&t$(j%Tg^2;A036|u_AylKcw<0(Ak$r8#@l4;hQ8UIK)-G`4#FxRbgMIK&3(BHH zT-}K9PUiSm5X*d=Uy)!}qYardw9NXSsjuM3FK^u=Zdp5=j?s%5>3dn;P2_lFMeLxO z&$(=ws^;;^ekF`5hb z#pY3VQQ#dqoO>LLBTO*up<=mv)IDL=>(T3%Xh4as!POzELqD5$z?+!Aj3Ow|R@tq& zu;rXoXId*KU{+R9u2y>-QTAoXC%kh)YN%`T$*nt}!(`qr=!WsDPrEMHFa%y_gF}8k zXo!(#&z_|Nf0W&*;|7qO2~SJ=HbzBY3HUFdE};`XPATfwFO`yx)=@0Eb3pts!(q>GeuY7 z>RBrHz{pYR=Qr&w&n@2_AuFk$gZ)bJ*F88UEDDup!3`>qz&(NN%G!5tg1FCugDAPi z)uyJ0rE#iCN|LW$6}tgxloI{s%g*2!%+?6VQ}Z>nm?0FQ4X9Vl_jL;Vk0bWW*Kg`M zZ+qAW7qSdJ>rI=GUyjmV7GXJ$nvK=@o?YWBJwY|WGJm`(Q_TM%Xk4{LAyejok?PR# zP<(jZwCAK_RQw@>U3*wTL}3oXLlIrui+Rud+tMD@TI$P~F(iD^ewsfPkSP1peeMcJ zZA0N~Y@2#S$V=zvq8g znY6why6oA!%o_Us1-*30y7iUa+B1)C9CeDn~&=3f&h+@hw72fOQfNBqXKD5m8pc8yUNODWJCTK0&;Gwj!jq*9% z1us`!wGi+{&7HUks|AAuaO`Swv!$9!p$1}no~etp(4c9auMMC6@R5mO z7~F>Fr3M=SXOlCY+8;g7M~+|0((q!oDQtAGm;5Rwl_Pe^^GRSy%x> z0!vk$+eFz#6I=Mh7FGVlm#XkgJaRg5X5pxFxpk3VXiNH;4#8EyIl&(fiq+zeRt>-j z)cPljfa;F~;O}7`s&Pfy&Gn}Dh~-=LK|DB=l%1e_)`(vFiLBJredwk-Ub?!4M?R1K zR#20U!ZB`NVw)-7y-^t)dpld(CALtTGRa4CU~s)NodxgsFol~9++$B#vkuMTM+qzj0pOnN_Sa(!8YJ*~dgnYop$b9ZckF4-Sif5T-HZ5d5uVk<6 z$Z{cn0Y^1_FvT{WQa1!WyO0!9XipyYo60shhzZ5;B#xGh$BI*IcjEZS(N;=cKDwi$ zqy3#QGZT}nKTsSyvtHA6!L$DS_13w}r19RykLh|9`OULX7Sqcgc>j`Bw3)F6w%^5( zt-${zTt$j8U(4+$mk%K$hn&92yD(L>u4m1Mmkl`V#$DvQV1fd%k5;W;zn&FDygvGV zQRE)6+ikZjNCQeVZ*31>*^YtNqPKS9>=J}mnZvw(YdO8Y4JZVDhh)wCD)X~{(87aO+Rd8VHRlMA(vYb&fp^a}G^$g$} z{U`@*M%L{ZY3uaYTUjGiQLHaAV#*m=^ou3Y#NF)sxEC-kA12vDzPgF}${8`bDr9Rx_js5)>bifoeU`hyi=Wd8>UZd+(GgwY-&kvyqJiq2Mj@8J3>0Ae zGr>g;tn2&CXg4tJs%AlEg07)4(VnC7DWrV7}Vuuys#u7zE)b^=V@}`SS+9% z1EvrNtAu}O5LtnSLmlS|zVEn7ptuEhU^X|;u{!<}!dszU*|)cM&rZ%p#DWXm@1)F8 zp#%bGQX^omw2zf)x$EX9%w&cD6;Y7aK^Vw+Y1{SOB+j-d^r=SA*~lnkdUh5C*a;Z` zYxtAI@5GjDPN@z0h_w}H7X_LZ>2>6W!VTV+$rUxkpZ zZ5yHRJXmEB;*4Wd>$grf{!NezF7HDRlh~L;7bZDX3xk2{<9he^U4gs5YNA1bgy|Qn zH3(fg`Obf_-KK8B+9lR{^pk?Lv@|UjmogNM@xFj}J1q$7jNTjNlOs(KMOq9YZkzq8 z7(o0P0Ys3PQNBFJq!?xzTI-ZBM2aw5V&1G{$8_#ipK(`)ypZGcy^ zHZpNEpcFZeod_t>?ng~)DC+>lM8GK>4rw=e9M0>amOYPMZwk3^c8ikr1stEdh#ynP z!EgU#6*5Dhc|BEuN5kRm`N(mmD#vB`#K8;?yIzBj8PeF$Fc$TWA@MGUQAemBrHf>u z`<6Ngy+aY&wzf8ag!>ZF+g`RN(rT7&DD>xSSTWU{N(7BlAtJ0$1a{(Z$r15pEr*l5 z4zRq*2EyrN;Qk|v@Db}e?L?0~)5I|DD8{6_xd@0aupcR_e;`fz(9S}KA*c8mGf z8j4M1(gB2-ql#aVP!?1E4;1CVP;xj__s1OBWT8dgxF$%h@UG!i_CS`)vntyEz# z-5LghvA2Qf3Rg`>UvDpvG?3KMNrdRsm6AZ%awN~Si*MGyWh(6WaM?5E20jRIj+oS+ zhN{G9q+~%1kgU(P8q#e+$%!1=4V7EQ%O>zE>v-%MI&btyV6rn4!#zPS_ad!zA*=hI zjHfGaBwglu=^{{edvKqe)9VEGj)i5CUgUOsbQqqHplum@VQQ?>J_2$bh=_=oq8%59 zm8~i;q(h%xee8(mDYU8ZT?Fb2SDIgb#R9{rAa)emX+Z4(IlM}Xwa+F!2k4!|VpX#O z!+sA9*nSJO;4v|G0kbFcBwvePNZh=y?_=ON-!=tV2B@W6K>^ZEHo)rK4>#SZ0fF=O zaw;zGjqm(o;^N{!vVk(-$M;KRb=A$%-G8w9V3T`UN`JUeSL7L;4%ZEcD-4Q@M4763J0fk{Sr1B@l zkYE5m+{hH+ig4;m6451vsZpDnnkp(N&;S7tY>de9Znxq0&##Tf01KcruxA(_V!2D8 zFT4QZs5Ibtr_D%{u`v^%ga98DKee#71#s$Q3zZ{0&h(~|4H+@>bV$IJV;gkgo9n`1+Iic@& zw2o{3C@@VK&FzIAo4M^HWxaxGmO9Z4iB1h0_ds5w5@)cd@=d-?9yb{Q*Pnl4`2fAT850#A7Df{ya`XxE<81&Nb37@FHV|FZG6uGNt@*lcD|2D>?cLqowJEA&HP(vh z@Td6ag0f*qUjr*>;f0z%4jky*T-ua#TpDHU7TW#*)B5yOkTPV@g1aw5Yv0gZyuw2S z_yrY{0nBM&A4HT3bPGE-Lunq;D*lwZ0-VJ$*G*#M2l_h~h)(=!u_k?-30^`SAdIm> z3G6fB*iIF`D7LgzSzw=4;QJy$N$*uCt7EnXqza^-Jb^eTfqa~rH;YCb(c|t|4he3n zQ4^;0i&t(?U)Oaj-T)~qg^{D9?YhEk2fY0RIpe^V>r#3Z!u`6Qhlq-)+n3j!-5x$)t9|xI5xdX)~Es%W@Caw&j5*deSmYIZg02OJY&NwRV;{pMt1uK{7rfXhLsGyTo)88>}5)aUaCS+j@Np8J9t01XWXty}r4?{~m0Pjf7 zHvYm~P>R^@+v_@aS4DG|CEnklNhe`_<=Q9&RXak>KcYx$Bost9bGt^$45h&fibv>L zE~Z9!Cprw9g2=+Jf&BRQ6ap%M&6@#;)mSMBz@1(ct2LP+0-J42QctZP2pbrk63=6g;-Q3ac+dT6@1D=X->-Xq&c!VKpulbL1Jvf@FF-e?l0mWMl)~1T4_H|tL3usQ;$`Q|A?cD zw^8eOPTn&d`0CowYRY4#3$`%@NaLzhHV`sQ?zJzNg--A%c?ws~Yu=SW*T zyf8zwrJLcAqhU!5SRIilOT|H{8bIe=dB{3G21o5DLP;o ze`he-4NzZ!tQeGH>my$rMi2vT_TtBy4Oug?Ie+TEv9OBsnzOSnpn&~&GA@Vgv5bH5 zHCb#%g8?U>5lW>#i-N=BKG%R85|R0D2?}VKCr34`L8&r0UHukA5MCNOPyK~U0#6H& ziAw`nuacKP9sopuDrPM~z%dR-!d})zL8lN6>qen+%R^W+%fAg5g0&wqoj&cIu}+*W z4K|v8Q$ttNn}c$J!E=IS8V|PXj-vo4eP+<`V{|`ZRmJPFa`%e8U%8m0{pIMJ97e5! z#VCZ=cg-p=Na|qK)Mh>WhIWW`RLcfR=WS>=`f;e@A$0%ymQz~VQoyB;8OT|odFU$%>!a2Y?>*euJ5babuYRZeP(-s_=3oFj%tfw% z8h_<~GR0T#()F;)Rj~-_RcO?C)Eq!VdT|8Fqo$r15%J=Uy`??T{O$X&ZKp#;MKQJD zOZ6f-|6|@SyQ&q~sY08uXb?MVtM|UxxdtX=-z`HR3Ou8z8$)S+n*}yeX`j1u?u;qA zHezsrW$AMt`vLoTkOn>|0Bfqh$ALQmwQs{(D1FAQH}gJ8E@B2f#5cjVeP;gKM#oEn z6Mq!zb^zDtInj}o{lh3-O-n(D3m$4uqqwe-poYB<+L;R@fs!r7D|c-P^kJv9M_=#5 zk2r3^x)?MmE~LEiyD9Zge%pZj4G<2{0J7JNU|a}K?p1bWDSVvHEv$u7t|jSy62y%* z@tveRLQ^NpesX8S+V1*nV82-uinS`QXXIz)t-&tfk^MO~7cm#Kc2VNgyW5pyDD+FZz ze>WdtSQ5Ko0QT84&H$N!0pm?VOBdZ^kLcY6>b({qej*9pQbt@|*)(;?&C@^e!>Bk- zLc!o}Qwlg2r4! z3sMrWg}MRXaV@&;pjoTZZtgaae~#*(2Fn?@t~tq`4-WD4OuRLIb4rg7jxtF^&WU?2 z%KR3?9slGc;U2|jJJSk)1csnEcSf-vJOV~SWH0OkICBawERF;|;xu}4obbUVG|i7Q(eqIksob8sn{IQ>}*OdhVk&AwFqvq)81}a>%APkbC!FZ+((<5TBQ!M1?~zyuAG;y z|1XB>B!>Amv*aM@_#o2_h*yV4Mj9}+FvxuXVi0^$DS5sK&2o#d^SGoj?dt?02VZ5k zoIAPDK9eiFXWc1*W6eu(n>4BPht>dx|1psSg07LmLEl+^pVTTyZ zyAOc8YZ!0^-zkSFs#7X~>^QSxgH4y9H}DNS(4e;-i5%5lBzzc!8Guvn05O$&XtcKD z*i~Fw*GGpRSLPAnvKd;g@QWxS!cJdlD?!eH$=BB3&V(;la_=xPWw~t@0 z-7f&s^$uX6Z9}0Vye|egRi7LU-oA}xZZFu-6l;*xF((Y#g6Wzud^2C3VOvSX+(JI< zbb-{vMajs>(A~N7v2A1yJE@Xo_#O<2*qJ*8eZ_p6+$gKA*7_i49D(e!EQ{vWp!#nv zf4wIiG{pp){qN|?K{{;U_}=Xn-nWQAij4p{%|8^o;J!@8imDlZAe;5WM5&(_^z4~5 zo_1?KIb7Fc7sE1kUPE0@F4(}>F-&ng<+AO`!-#?^`&XZhO5Zh_UXAZ2{*zGwzllE5 z|I)&H^^%Y4>CTUEN(gmz$N}sEgp+i`d)b?;96=2H$CD~CQm z3B+KRYqk?VX%(2I@M-vU&*mNso284NMhMEJ)r2jF%O2;es;S+DcHS7z4*V61$h9!%lU6U zv%=U|S>cc-&A7`v3nLpFPt^2v9jBBE!f?Ohk`HY{r%S|U<63X8BG{s-PD8}}fUgdK zgYGF$Yditknv^+>$?rC>o53_sPits=ak{MKgQ6(OqhGm&?O@YyRXY%>#jx}(R1l1> z^ePEl^?a4}51-sfS9i||{vp`~F}quOyN1!)Moeu06!ih5dLTW92WywEQ8S#zZU*vU zNHrLUbU#V5so{iM@c=6X$3KI27Y5_(4(ku2m14{m1oG6s+gA-C)VYahmWvD#kEVH@ zR+6VN7^%lCC-Riw5R?3(12FYW=2*W5ykWSP$ITqVaq{19-q>6^4K}$fe?dw9;%byr z|M`aBTQ8wrkpIToK!5r3@xS@-(g2K9V)(k!={n}VusQxF<{kv%%zY{Ix&0a5$%Qs) z#DZSo;NVOm2h$qdvl>p{&Qr1)zDY6a(Nn|h)%w`b`HF4T7_{-gQL_jShhJU#adHyT zrqmKa-wG{O2;z5bX7=shkX;YB&6sY-EcuFlBi!vj5Le(>r-HoxLp3Xm>FM5`byofcH{Bi-|_XFwPaV?`T#obcf%{@abix@01FaWqh%Sl zvHv2`{7rl?_d9;P^zSz!mXG}h6Y2lhGx)~!+0UYq^uQ#0|13J zo-P&s;-CXYzymG})yTN%SpVZm2NenW?z#!v=DYu4bpSWCc?TAv0Os}C2_6_y1LySn zWEyZQI?4rkDv3rXH|{@#BMby14ZA+@L4GIkC4w9GL|JQh^ykK^93!?NT`=UBLp&Hf zZBTF!IcgKw^az(UR~bes^9R)fo#-lynM`mrn=Y&4ggX*KBz_5@VuO@+H|NnPAi@r< zyidj_fQQD`+}upWj1Q9A&rcsM<_fAtr%-TrI%3j}9|NK#zqbN2HXwu%!(>*I&!_^N z87hyR6fL_RaU$0U*TtVtoD^=t3w3ISwFt<#^9C&I4eP;f7_ufn zn4tnhGil)MuPP+iusDkab z`N02dp>xrV&9j>UB7~v-A75PFX{K5UxOc|%;D6zn`gga2+l#8Jt4FmM7#P5*8RwqT z0ify7)%`?~qn)Wc{jV4BCXM!s zyc*?YC|w5OvY?nA2cwBh$0@{<=n^*VojVVQNK@ZEfy_wp(yO8?RjHxI7+kr~jb)wp`}3 zhGrv2F!Vz@uo{<%i-$*OX%QN*@b5(deOAP|n=7jaM_!+5gkL$A(Op?}&a1=6YP$J5 ze6YiF9g9;8J0nYibU_AkH|F{> zMN6@AaBy_8?@BlQ})K=KZ@e1w%o%e9+!T5LD% z+^mZQEd0uISN^b1fJc5s%hYJ&*GL1wiDN(50u5nyhXu7#EpI41h1Rltf~f>iWSjYX zWIISg7y>0WBDTp2yufmuo&XzVg&FvEk~(bP@!CLD?S-GZwb9J+wvKH#qm!uLwaJy% zOf0|Kg~N1^sta9NZl`|S117U)C1H0Y+JSL+(!C1#o==@X3>YkWWg6}sQwoAey&lTx zVHa`c_K<6lst9Y>6t|TH{aBlRDIij{{Y>#km}I$OGybmGk|X<8szNxjMzp+Ol(B$4 zB+XtrDrM@TM_LAA_gY(fAVL>RQv~#hHB6~O{>%Kd!achdavl7C%&%?I5 zVeDduPmXD9Hv4lswz>PCwkm&*A1u*NYG+@IT10pGDnM|BfumW=e1KbQX9j>BpVmB9 zf|K+mwPJdvlZ-kGsg(SyxI$Id;pa?W;(zUM__Y>A?8O!mL{>Ia)r;J&FA@~WO~5`l zGsl+~zvJ#Pw9)C1efL${Ag+XzN?~x6p0i7)gQAWijeBrs*mT*WSM&nuBVJu=7_y1h zU@q4*+a%exr4gz2KxTu!HOrZ_#wO+#r3*9lIKrDwOP517_%i&|ELDa|Y%;ISMzv;@ z`o`YJw$!S9QoH*+%3!NCl=ZNr$qdS&bad zqNDF^Z`V2{axw372@s5m7uRK`H*#B4a!Dtu_`0z%LKhsvrn+wG@X?r|j}i>)O9Ks? ztGR4?LmsOLB>FBJYjMbh57WghyHfQ%6n6Q=QEIg*IO9jG$zbAsQm5nX-UafI{-4H29+it zJ~w$imo_~^MzC0e;BC!*IZ2s`$Z%b?Yh7N}?l%u@_vR6M+3dWt1mlTuVOr)jz2`9c z#Tvgx{kE=8AnA151DJEhJkqAJCl82h59d6izX>b_C^~*zf)K5seH{k=P$-DXfskDQ zkgff|iwlBvbU4jh%FOvMUU!Z=P|@R*yPyYHaX=kWA!Ggvv-qGB@6+Uxp7WKpU3^4G zk^0AvZzavMhQrh7MkG)NNM+4@CD#2~yeHE8!~N6BbBkv@6Nmg%!d30>6*eg)FsPbV z^bSs)&mH8tyFAKVy5v1SHSfsfHv8wMytqZX*KXjW^2>K{QHMtle>kYf`H?O%=7NA+il`Jc^h|#351XtsLPK856nUG^N z-{Vk9*FK(+=GdR19ZPrY)N0#SH^oB@ZMLEj~L|u*Wi=nQ*A1vVb zDb3M}K~r@poP?_IYE>U=!oFQN4a0U}DSORCR^nvAN^1sYM7F5l$8J`spHz3sSWZ5A zKZY`Vm_~fSy<*5`S>ttL%w(iPYIWM z63TZ5nkoySg)<%u47zR~?0^+cm1C~OKdD#Y{tVTtoKz-UCu-463jSo)NaPuX$!S>R zBDOXA?*0YCptMCLLZmH^MlagAj-4cly>>*&;5Q<{stx5Ee*|_*YZr=88?qLr(el&Y zA2MZXR%IK4WCfL#Ee9< zfwgBEp!GldC4B4FaEf8$UGbK!SpQ50EDhfx!3!Y6@~(UKy7_~W!A1Oc#<$$& zX%hergNR(EZ*am)Xf*N5G65K|#L+Em9y65yI0LmwQgElk0D=WJ*K=`w3`>n`)OZc3 zF=5+NM>`IGGecAs)UKUxP+^v5`|~#}&I_hy?|X2V2>dYRf8(;LXZ4)lul|Y3{+F!$ zdIRhq=+!`ZAiR-S{WNaz3&2o5LKKC6BkYfF!$R(FFrRK*GfH`0kUc6&OQW3w=!?jz z>K~M+ftN>kV2FQQR0X1_O^Qob3zt_6l1^^SYp=(b?(zAv|I~q{0*03R8K4HGy}iB3 z`jtP&ea63Aq%2WG=l76KH<0?3TCGogNpR9LSg8R2|9%z1|LbG2Prmf}a$6y&r)bm+ z@sC5#1?(d?Z1#VS=`R}nXX6Jt`F+ZNQNg(2BEc^wM0DV;hzvy|zW4ALKuf@(>^h7dQHtsYeTe+I2Rcn}sCay9ZaSpF<5@5`kV zibvp~?SkL2|4Wr{Qi0PZpO&FwaVFKAAG!U;Zh2h0omorYmfrVo^aMKbBaoG%rQc8M z!2C00e}N(Eiw&Od#Ij&LVgS$QHL)BG07w34Hhp+bCQ9r*teMAmGEX!kmE zZhA714GvP2RIf%l<9SdZ4`DtWeGN#1tI#L#+lPbPN87jTXXy|9@QLjIodlCPC2qTG z7@O@eM^G%Q2}t=?*{w!-)j_Td%Ju=(@0WmfWh{zWRT`{pom)WoI=rJp*7^8w8-i8? z4lYNTjkg$ueY?{hS5pTrzi8@v5XlGVR0s(+4N`m@uaUzQwwa?)v8=21IAK1mBQH4u z&Ia_oA$7=DNEp&_%$}vdP4%Jgm9T*_09b)wMQP9K#z)Jgp; z^TWwFPEHj=L&G3^)NDuWvt4(P$HqYEZF~xTP8UJ2+b^`;RX0vBJnN3E+5|4R(DJr3 zota7QftT*V88)H+zv#5sQOOsRVz*Q=8z%!2O;8-_Xn*23PU^uX`}5CUp&P_(Fj(Zk zv`q!5aCINFEYIL6AYjY+0oBjdnS)+Qr2>S?{?v@`R*B&}NDQ3I-(?jRPDRhI^Yy5{u7fx zYdP`%l<|Vi_S$pZH3-`T5Jfp-qzlTFTAA6L2FoMJ!Z~dnMaA3M*(|t8ETn;;>e}>) zN8NUn&~{^HA(n*t7b>IGsI z<+KongbB@Z_iiX8hzbxnu-`SYM}sdyVx@!-7-;|o-F4~9c#?7K2&N3e{SkXj-SBm7 z_5A-l4niKiihr{3FLLS;=i5NS&k*QQA@*X>n1#}AI0Q0-(t%*)8L6wNz-43E#k+*I zwIC$Gqi4z$sei3q2pu6z=5Z@#W+rYPq}9uYKjxCGx{%|wyKYj!dbrL2SnvQg{my&i z|AQYnK|Ce3+mP!cN74Z*YtqKmSrRf>pe4rwOGynwC(i#a(LDTv!i9c$L}&i#qSx1z zKG_pr2rDkAeeLe7O+`oZVyS=Uk1K!eB$I+VB_<#szyKha!jq6Ze}nH?Aoz}f>S!U# zfvVHh?>iw_@o`WrDv8q2r9d-bB^tOZ@!#@YMh;B94~F~iQZTg8IdSc(vbxpBlO<2o z{1W!rJx@w4Y8ZrU9iEo-!6*d(u80BW%Ws^2B_(e9&PkA!QlI+01$PxM5fR;eMuhUL z6)h~p25ckY0hgl(iHS}lsa`QZw)fMgMN=d{vspgtyPPcSk)*0+NH=L;Maxz5BKQ0Z zIDY}K$dg-pX=M#$r~X6J`+#13;z)r6xw&uI5rZbLaeeaf6v2WC%y~ffd|1F5k(9KQ zdDIIKxyS0`#{K=cSTs|wRAc5r4lA(n$M>-F4R=A}RBIME&n?OT*HGD=12WNp=)xe^ z50(Qz|18GT102y_6UMaz0I2yR8YDss+=UBwZ(0Vy$~G%gKK47;=s@d$#rUU0i9f+A zYJ;;x2h?>45(Z-IuTK4qs{^KpdU@At>$~^~Kgu*LfdImvyAj0&-qZs%t0~iyM4T6# z+A!!f6qWnO#q0+|CAH)OR0;FDX#kIm-UYtSdAgR!gqD11#s1F;o+(8>*Yr_0Gt04? zA9&&>7O7p3Y%sTYrlnIQHyMD`1_TfboSOr2XJ@aq z=KQq@ta5!MANu~#jKP21HIYyAmq!;?*;v>9es@1=M#GFafl74EE82oXfAlp^%R3s; z-^}+-tlqdMOb6uOcGb4Y`}d3WeF*6h*Ns0I+7y3(?m{5fifyWvFjikrpl-$`3STYS zNdocWzn9m09}ehTYa&1Bs?$TX+<}rei@EDW$F=V;!{x2@aWO>a0T-w1)i9rC`}yB` zyzeUr{c673)qz$}n^ZX37$y(VC9moE*k)qie)%HpFwcDH(xrYWi9=9vCGQ;eUWK8d zp)9p$A4P-ISlMGfC{80vS$WSQESso58o^8l*DPT~wR#^Ila$>RwnLTn?YBwFtBIoR_miw0d9 z^KlU5{KEMGqTu}M(WNTG=lauv9=@MjJ2GXT&z7k%EODNjC2kAN0^Ik$?9a=Dp0M)w zk3$h4Z8_jVngyVB{2HQI6FwnR!lqM&VZ`={0Ca^99f^2u10{3D;|fFd_u1!M4`EhCJGvUM#6ezMTD?;W0a!rs$J5AF{!6k1B!;8yGE5<~%EIkGwM6FYE+7(XD01T%Tz}@6 z_4<3Rn?zhUd5+ZKK+zalZ>Vs3x?WK#F>2iFtmhEW83>;NA%!;KG`Q75M@ zaZb~HrhVmINhCDWudy3IWH!q_L1$NJDv2y<2#$rDD3Iu4+VZX-sy}s+Y~#v8%>x}l z)b!6EO?K2Q>SfE?9?~2Gi$a;s%C0v6raW6TVeBiaBNg2d&vc{wd%9R#0VkD0_ewLE zbTL%-XqK_PJ8z>JcxXWTStxJ-m*`%L<;<32J&r%Xk3G1&m+(zgJBE>smQ{&&MUhxs z4r*G+#Nvt=952;pJp;pgMSh4n{!pEk#ci|{Y&qlO4Q8=s?(~c3sK_-7ztj1mu;P-K zbPmK`C*eJ>?X-`d)C@L3MpUaIg08`Qpn3$c??KHNU?2~?!Gh)@qfqJB^0)cOk{%Fa zU^(RF+ML}Qc~nJ?0ka3L8dG5XvQVX+pQW0g zosEl2dGPTtHON8I`emG)3MaL2sD2Q#V+s@$*n3G<2NEkjVs&2KRXHPPtgFLR$+ChS^HfGH^C08NVfs2ST%yY*YZ@=y_#2M zZ_X;poC&o!+-Mz5+CJ#Sf4^oB%vB{>E-fOm5teUV_1t`?2(QuA-g{HB8aRsj&jaWg zLK?FBOpQ=?k^HQ~wf+JehM}AWRyHIMtQ5GT@4_;uOB|rzbp% zkm}K}5@lOiQok}AAj5cFqEKln{amG{Cznp{7mZFtsI+90T7>?P{iIYgiNH5E0V?ym zF0sJ>;wgU!8BfiRHY)Bd8+uSW$dqew?Ls44!bfnpO3gl*{-t+T&4L5l5;-=`+x`N(~L&=4ylpg2S(Q6fWcZ zKZD}TbS<8A3)^0Re;vzw>e^lLr?nCmI=f}8GM}0?LT5*C8M_j^*c7~cT~1CZ1iUx0 z8VCQfck!uP|J#xmo!ThlJn~Ckb&xT~jp>tB_yOkf#V?-$r<4Btb2*~-UQXARLqwp( z$<&I;XJ6NoWX}DkNU{K+^WbEyNWP5P$4{L*ox*$ZKKf_*VF8BFK%3px|6AXPHv;(b z>L@bl1^FXx0cZU)eNMtk-sC}Ah3yx?{0n8*xtOIT#LpKopxDvD^GRf<;`DXNH-0IJ zz%F`O!tQ^6` zpYMP*l21Pf%V8VnXx(-yT8kd3e5U-PpegI^?fv28T61qyf9FH`0L~oTE-Qlg-~gB} z7Jh+k+Ci0?Wi0KFuW<%`uy7vDb+^lA*fW$gf>~ZAY!dju+xD9fzfwQRt-tX?;x0I zPcI$uZP8&y)Hz5kaFLa@5mD3U-ts#UQO{-m*D+&9Mr8I-7u^RI9sxV^9@M;|%QdMz zJlUIoN*;R_kCX=(!_D zutS$T(B7eqT4nXa3-#sA=uxZz@ltlCGy{Ls{nV8DdJ%Gc8cxtG#(Q4P`H=xGvvG*E z#wN^CA}FLoiDhw$tJZ0fG3Dkn6`+9PYyRW`TDV_dv&D&jB8S>S65sr=3!@j)j1gqK@eJ{P9j~2uHeA3ACGwy zN#wm_TUY#W7!e!u<3}V!UyFp zJI-CvkrT1$^@vyDKRHSp`ghg(`hU=8|G2QQFq+?~gx!wAQwUitcV1A43VGg_WAVW- zsM#zCtY`$EQ6$;zPU8DV4o$@37N1eJYU2?5BIWb=+9*OqyqnxsHFvV-(yR5mbycY& z@jux)0J)97U6AXs z40-&KYtySpS2=GZxh60u_MB!#^LVyH=W+|BU}CHIs$Hk9P9Yk*c&GK_IY|4Gv@98o3kj z7qn6awdX3NZzz1jaTrQUkmDg`j~}h)9&~6~gKMQQ)4TK&DXTxV6{S0^C{~^kcjsD_ z7sUE$2J;rWwa7UQ>N@nG8Lp~|DC6~4ch2nH z92xC1XL+YFV8X5blTS$UYxi`Buv;bHQ*@|0|Fd$^B4gjPK4XdTl?9iIlo~rwYq6Jc zQ4%h2+G1H#BeKIXh|)bIj(e0$C;e_gmLT@(4)^3xY((Q>~G<2KLoNaa>k67;N>>wcR~t-REp#t%}wC3UM0>X)gFSr1$eB2#B9 z`N=UUPpi-5_hvksl;tnGpPV0bmdfwT+5Nse$7U`>ZU})12vP$8T3D)?s4CgL%X8_j z?s=JO%w0D7AT0CUc4W-7@hqpxde28xImcY>$u*2M%F&2jb$Y2|Zm=o3I$b+kCqKjy zwi-ofGzZ+kfjzW=P*&9VO{q69q8XGo}D2;tDfxieM0atO9K60S@M9ChbF)obP+ zld7_!swMCes@u-!cWuLyIncan&7OkZ-C1z%3vDv!+{~iDpV0`AMo${~MIl|tXc4&Q z0|kcM)HQMXS4_UXPIrppJcM(&2pY7M1bx?6Lrz3%ZnxidFYl)=O>?z+mX+5NWBMM6 zj}kbQrQXbbZZ*!Ur-ry*nW*kMt+K+#$nuI5IsHAJ)E%gz{AKQP2LakhuHF*V?qlx` z%U-eX_Bv-TH~V>o?$14B4h=7va1%w)@cIIJDMIHGt3vo)wkBdm>AFDG>YD?fJm>t3 z!c8`zUJhW|{PiN&teKuRp31Tf8Z0g(o^^DMlpO}ClXWKkB4%TB`sI&v{yEiFoGJ5} z1gJ>^)c6+=v+Mdo+!n9FMHo4Hzmibc2*$E^RE&?sIg7vT)&aYxvv4pc6CmjiAXva- ztuw9xI(rUe>K5Xbo(I=+WUca3w*oNd3nKkyrET%|eUpO~Wsre#bL=;!1pd)1`_!RD zP-doL#c*N00^E~k8_+S|Y7yI7e=;ic@xKFXq|ZML2`mv zu?% zqI7nZsi^$~yZRc<^{~?WEU9%hpKlkg7H>bEp9VZ`>1FfsU#96;;@jW-O=qR^#FG*; zdn32GXEzvLjD3#+MvMVg%RE38pEUy6vvA$<>w)r|0p@Y;h4Z2idWqNYg8p$DqnSv! z^?3&I%+8ZRq3ev~D*PVy7kE;%Y_Ao01=_MVV?Fe3?9_P$fg5wROkvQD7uqu+wo%L8 z^@&9PNJ+gVBu(M?pa&dT2>q9*puB$_Nn&~Lh5}lUhrBs3>tW6*;o?@|sat|uDd2Ol zz3{g0!vsw)Udzb3n`|f5ML;brGGE=NRn*T zo}@9u`*}!T>bNoORO0?qn$}C;IWCn%a#~~2{=Qtec51ueZF9+&adxoK9t`yWai`Y4 zQ7dr2rcle`AC?2O6M~vR?HQ(3x*>s}3eMoUU>j!@K9)6)lOx7jFs7Wo2gDz}8aBh) z5NS#~J9MxO*iuL}RU{s-FtD8Y4IpOJ++F}qObE*@e1LHbrr;O)SXdsnGkZ1!UjeI4 z_wAx62_llz`;DdtQEh`LoTaCGP#RcWUXeE$9>IyCYoGq9tnON3Npuff9KI5eVj$_= zbjmZ*E&pK!lqX8d!N&=@GJ2sFBsxR}qaRXI{$okT1NB#NHI?G9geN4f-$C?sIScCr z8XrhfsIx+j@7CAX8)iW|e$V?s^Ws#)nCRNX1>izm6LoVeBp#spiu9L$_U5&WqOc1E z1+Vsft1i4M0qRh_GRi!uX?dJ~qGmLKZ!j`{^!2{w4KmZzn###(-}W9&9t(HXGoje` zQZFLqr5x2LvW{oViisYzUVL#Kuye|9>iZ6JhlRL0)vv7!r~h)f)NT_7XAC>*g2vjO zbcqt;ncj+q?XO3r=q?_Ek1rAAWwyb7C^!4X(51_9cj~60o_``+mNa3wHRfi~peDOa z1AlvAg3wie8JB(R92FH8FR_Hr@}0`2f2);@B<38X8{J+G?aE}YBA?pf>jZ0jQTcWJ zxJw)oANncO}#+{Q@8J`T#CA*U(z_4P&t6<$=#cP-Ti=qPXfdnr_1|j5H03EAQ>Z z2d`7A1uIStl&-!qk}5byd->#`yP5^}>yLGMn|370f>Eq%YWN0{T>y~4JmMego3GlK zwpG*D*B4aEIwl5Kh3VXn8ZZNYYFJvFbNlv$%4%B6H3a)j*bhTjb3Pa8P8X?EhB_Ml z6(Wg0FqhD!9t48=#I%g-bD2Q!fE#cEf=R1JTK5iORSt#SGkm!otbs_{Sz-MRkJUz_ zNav&370bG`U1%6XoGjm5d>fqkRljSv*a#b+nKqfXfaz_bj1fw=fN1HFm`8&F8{`#G zNW=?Yr&o#+RwjR{tgq zuX&*I04{4SM4$#qtN~+wK6rb1?1|PzvcQ~mnumM7)z^26 za1+4_ec#rB#I9kS^Pb91_UoPHBJgG)(x$gM1{XyVP0f#e=G^JC_!|zcSRCQ}4`F$4 zaklioIwhq7(eCfZu10qa_CZ--F~3ZIhw8KW4{_-Wpza3C9?w~UK65j_8nvxf(?99I zrL2#v@BH@cXt#hMtx)!WU;DQ0I$nje{}f{q>QV~T+m{N?mri+5blsk!e*;liljgU! z@7s|9-idBm7AW|L6Cd^A^u*lswvRW4H2H=G`@bGIugA&mxyY%iyF8VQ`;$$NtzSxz z5cIkLww3cc_DEmb>M1+wj|EgEhCsDnfYblS++#>}fv|~;AVoFR!@MAnIsSf!+x6b{ z*sepF`YZPNFbdES1V_D#8n!5M^TXuVkZLLeY~*q=H~#lxFqyw z=IU8@kN-_Ka+sJrdh5S=w0pDww|pWky^8w}SGgDNI1t82(4a$1r@2?p*%mvR?V+X+ z^>xr%JHhMuh>I%n0snO_g-e+_9|s*1_`5TshqfP+k1IL>HEOd`N3T{=w%vex4uYSo z?tMcP+h4^IrVKM_A;JK{EENFnx47u&a900C8-oSIr+JHmjn+HnAz$-q3jKuy5d75x zYmpQmAK&eQoF;$`-vNxEr?NG;kBxT=xR%R}VO(L5jb9I2>?oZ7p@$KtY;ZhWU)1p_a7z!1n3C|5%g5)v-F-8%>TXa*aM zZri@%A0n3l<3#8%$O3p+L9+6~g+bnG17v=)!fwV(EV^}96vPn@R zu%@$x>D#~5$KX*ZlE9KJu~^t<0+pu&RbxpNoV%G$L{JnNd)pgOAqwo{&qk~BytZ$m zZ)?08EHswmHV-DUo~*5}E-2zLNYc^8YeOH5pQc-B0fJ;>H&DyusgL9wAkFLjA75TJ zi;n%C8y-c{L4aB6(sng) zQS*K0Q&|RPfxo2vqr-w|lHjf`4a9@oWDN+(^(^z};Kl*Sd#v!f$ybDcR6~oE(hO)p z2vn~j`zkaqwi$~wjKUU-PsN~h>A-4n@htB&E>`5rTwGygGo_6hKfrJm)hz;njIVn+ z4MCH!cachpi%M?bhxrMUKX=}%I065y&siL5*&;UmqRwg9*&RD8n2)h+blE+I+A)P| z6;e(fe3}dlJXYV-#M?MiNw(opwKUoIT`LyqxjxLq!T{N8fjY~;1tJKQWoJq~l7GSS zX4ck|93@z7H(fxGla%yM*R6uSLNO{l<2#&hn~!+L;Hw(%NLOb?T;}V5-gDD!09eRd zgi3Dx3`MTlGWLDZ%*|6B=vEB%V8QvS4qfZYS>bv8&h^21y~P-SV7I2_@yhdxi0#(MiRNX!Fuww4(ndX;1^+6C~Wm~zLB6wvEYIfe$oR=urq<63791tO% zJYc@Q{rTFKD;h{vlkE)E8%7UclFrogkpi|x|| zk-B=V7E3Pbx*s%>voyRxO?UQtl+PRL42X#6$1wtdZ?ez7nAeSDUPqi2A)t0fit zrvh82W;S#(heV`gQ78Y!J{f&%2jK5!x~;q~G}8&Z7H#pmtX!asWIZLZ{4T2_HX&jRA(r-wp%x85*xwzpWGDj#(%l&L~tO!wK z1?}%V9pv$uS^&ZY9^XC_dO2PsJ(z!b8`KwfYj5Mz@W!_aMVJ&@zRPlyY>I?b2({BQ z0+=}Zw`el0HO#_N*X2>~Jg)^2thEkcK0~~ZJUS_wGtf8I;91U4cMwVTlgVKXhyWDY z1y{O()a8?eHY2^xu7d2lTXSDIv-?UUiJcDy%X{+!+JlbSR&5jtFZY<3t%8H_2e%(+ znRf569CPelA>SDNWzJWF*g|n=7IyD07&xN9j*XHd;w%n@d`pUhcv5|5@pzk``4L^txfw-+?H z{`yvpS7Pz;-nS*>JPE>C^WFAY-vE89SVz!X4m+gzeJKMKgVzoZHD{oM!#BMTAK|%h z;lfDB6rUyW9U@uj%SEa zOC#UE2)@u?>wvE)7tE1zAze$xgG?NX{3dqpTs38L-=6YxYX#oRTM*lG3E4D|M!>A2 z8N?-O092iZ95?J5ylxgDU>l1JeNlttTgiFY*&~9ES09iVesf8s0DDuC4TmdW;R=3x|7v~P)FZz$Qh$2(Z;Y1S>rI1``+p~2w)LM70Sfd0S^9-8 zHIDYWRe`&zk4iiqL6*Dg~?Bi{cvQ^Jtspg!lSCX~w`$8|pgx+Qy#D^z*0$8K%B!l)iaD42V zj^zG+@rZx;H=bA8Stn#2`!2O#`7yVa{ArplTg+)qUa@L!+`fN;cH~Fnp2k^Ff>EP)+}_>f@R4(^FlF7va*i88jtUtzgA_tJT%d`t&nT; zy8A6_*JJqM<{Hvc185*>fUNxd{T-wy4xOFPa4}4 zXn$e4Wd6^P%P=ay%SegAHTOoe(q!Am2TdjHTH(K3f7a7Noq4NLXEUUHb&a93(Y+%$ zkDbtYZDXLwP+-@R&bR`dKapc$+?^Sg$JD^e!j`k#G1{Q}KP=6|jX3FFg@uLG8<~qS zQ_&o+pELO?r#arD_AZVqjzgdMj6i14G7&oQESmL$G)U`WQc*Es1CFL z2BxszjhKD0OrCH=#A>^?pwK;J?CgUWWRL#Si1Pl-Hfj?my~n!Do^0J&6Wi00FKStb zi@AA!jm!K_(ab>e3hSFFX8-k7iPc{lCH9|WO)iO4R2)bf+8Vlp40JUwQdf%xb5QEkt^tIO0DrNoC5c2lX zN7bkIrz24*HGkEpe=pkbAeJu- zk&{e}GO1QWVZq0v*p~3v%Ahh2ch?xAV^dS+@TmfSVu?dxra?u6Mmhm=bNh?&s*}(j zY{-A{_@VOvt!<&akjAd8iXy%9#T6|c3>@@&sKM^x{YtN{+qK<|c-%0Fu^F~w#ORuIY=Y+JAAZXRMT8+P)o)y(%tn@6zT0*8k92?>;8eFNB)b`ge_kp zL56jYqJrG9qDIrcG+vL_t{DZdRKbmLox?ES{jb^;K62~)wRtklGa{sPTeo|76KgFr zZPq+y`*RZeM&jc*fA>(fKYjiWUn6f%w=BPy(PH|f0i)xukGpg#AIK*9CzBbj&)?`R zw@e)IC`#y_c9Bd-DlYDxS3cRqGkmaP&WZ_hRx3%P{Vz?O22xt%k>xc=Q4rYp3JJCS z|5{_Uy9)FkIsdfHGyShM^b$4X4dxIUI&Oq&AnwsT99WFBgyc zwVsem&1}haCu&-2bfyi*U|KY2L&cW-s~U4I_y@&SxI~Tag_zTU23ymShl!^1!44VL z!%Hrs?N!1TYhRzTbcy9!b9{1x;jkdN{E+VVquYC;g}(ft_Ovub{=QH1*X*6w1An`> z&mn1I5aD4pFUq16t!?d@V^R0vJIwBKW~$_Jb|xcBC;H|R75De9DUllGnR;K0MrB~EQxigd)-v48 z?dCsev}v;H_MLUUojfc13@d4G@6sTs?#T?j^r7~|?Pp5mk@(CC8IFW-^hQ^?8MBLl zgS)pwys^)yaqN2M@RHwWn-Fy+!COe>4RQ1j)W{)swQ=P3ja#MdtkD*nDdw+-P}7CI zp04GC)3@JcRz7j; zuL*R2LB{){eZxpvv$ywdNc9Z{j3GQ8a$M&DWKqA<1J*u-Mmo^;l+4UaH3e{y86;-( zSRd{rtRd$ULO;DZ*aQ>L0NQhZ+PU%NW)aZKHohvoux9+=$jOiO08M#yCv7z9rWN{cNJDSQjy@E^10|O`C z!8wRX(ykx_&caHOIo9@BECl&$r@FzLJ7=>|%E!GjEnwR7%j9B(yKAS3+uTXNFQfML zz2mV=GvBu#3SQZ3UER=rZ7l22x(U3n$tF%A^FQpNG>;0+EA`B1dh&UH;{`7w>16sZ z7@jpi`3eHU`X3UnP;)gQ@ii~4#Yc==t;xdnY$G4f9&O&9mj&0nKk+VK(Z25Q`Np63 zoffpe@5f4x2K6);r`mtAi-}c%7Ibe@yu{NHB;N1!>wkL79%UoVjD5qE)H?WE*&&nN za|jnJOIptDaP1e!y}@AD;zfkNx3f0#t| z84k<%Ehjqbfo!3PAk#1j;^%4IMw{}v+eoT?Kj@+HpXSrmQ@eE^K|c9>XWXU+f|&rf z;h0$ac+hz~Ld7soyqWGPLL;hw7XwwM^IXlzOC7hzORB-)*W5Tkk0pzx>hJQt# zi~sdccCL#v*1tV_v+0oG3K*Wt_)q_h6;m=jH`yBfPIPSYH)6cMVck)h~$|f1>2s z1fOst7eG|HA-@of6rw!%ivgMq>|lVlji<5-x90pkufk$vsTGDGG^k2w7vmr-GUb^f zKx_~NsfExov}sz&9M+Cvy0TjU28EN691{qe4n%Zv7|3SiVvTWxnL$Yiuq+H3bWChd z+pwvbS>)292T69XJA=tB4b4yz%?!wSuPCKuhxgxG9Am zoN`8GI1pZ+_~}Kq7l%s4Ua)dVNDE&SI^5i-+xIFt9dz*u6y;#HT!qYI)4mKO_g1D~ zY0q8j2>bd=VZ4)%>3x|nU8;YP#1sFt@?Az+rJ&_h*3*t+k=LhgNlpAw%W{>@@cb4= z+id`}+E_9ki)J*Rc6$G03v%->f?k9ZCMAIJVZ(}R1!(q&46HoblN8E{d%_bT*%VqDMA<1L?SKHB>(&J>*p( z+%u(aToSDUC}K=EuUq>_h;d0v3wGnJ(#`4ohIswSpak087Oo*++!gqJ-5)Wd{4H{h z*w9CQUAU2NC3J`Q+QRN8_-ghQAwjz^rnV#B)JCc0Q4O6|_&r@~LUe4bjY|^xNEW_> zUI^ef=S=`a*#!FSo~{C8o*l+%P#V5ramF&{mxcidmd$pzXV}1yk514*dBZ>{jCU7= z5f0%)CtvZumkc=CJ}HLMtt9Mkc`iODl4L}Telg9m>0*R9p08y>C$;Fu2?@< zbfq4L-f*tr!#ZeaxObI6whQ_D9cLsQNj@Q$+Amf|4G=yoM$b;i?yuC8IneS}!M?%( z@!I#pmS`roUr(AKHcUedU8x0F0bACYd4P)|NGXMP4|IIfWzThR5H?q(*q?$BIXsw5xlb8~B!vd|Uql06r zRp}$AvP`$DV`2)gxvwn>g~egIbvmxF%dd;tM!mUYH9>@CVTczPpQccqoa$1CX7)KIcDLteV(#F*?p|%`%1r zbF9MOm1$)ga?b^;(~Go-hmdd(VUR%Nc78G&q?(>9$yV)nNdbA4EG_-4I_7l{dwQtXu>)u1tmBwDS zIE1R5SXupYZ|;RK63?dJT6)=9+DQG^>sPUpzLdM%pQfh`)-j<K z`2_-g`-vnelNBcYS@QT&13T^=Oh?w3i4^S2e=KSsMb02wH7pFZxeN_COmz zlMpfh?AMW~X0tUP^zW>5b_Lh1_GLJmzj3dEFm3zZUr zg^`ne9rr=Fql+LW>q@b@?vcaFxcPWb<;nfq!RSZT&12i8ft1c?`4i`+YxH_Es?o=1 z=p;IljBi+J&M-EmOy`eP8CYSNVb#8h4e7>MlV?-o_=mgL7Fnim7SF7-lDYr`MRoQ0 zkr9KIwsm12N#Nd=uE@;tV>b5rr!ic-ZL$rJ@)peyrSK>TN+A|qKG*o^N-tX7&qGZYQ&xB%Eg$?dov^(R*z<0Z?PX1Eh7(yHln}l64Hd{y@E@5a~PamZW&Zek3Z_iJ(?*o zV_Kel`gmGe6%*HoU2hf`Ov50bc(RiBD*yDIN~5ub)sgp9OqmOn{EkNSrT(F8t+Hlj zW(CCOG-u2V*`deE+T>BgT$NL{(!Tm$tp0e&6`K!St8j!Uip6LAiP`&GxCJQev5FB_ zWwrcA;H->1`vA<>(CM5Nx?!BA)a8tXG|s{nZOPKDfl#bW8xu0~pvO?z_s^-jpXLx# zJmU}Y%4`@yz_fU4Tk9mSp5X02ymz{6Kn=Fn5IA$>5n~jO&e*4ChZL2UkhErUD)_n0 zcW(j(*m8W2KZ9V0Mv@rl1(7-M3y*n2mk+}jAcP2tC{{n@yF@94R;+Xe$}EzRG)8%= zH5SU0^T^EQ$q>YmCY$LCi`Dg;h14o!Iz(0qqb9*1zy0aNdF$%xe0@LY*S4!6R4|fG z4f9goW%3Fiem)9>EKfx}pLVy$K;NwdFq!G%ndn9kUhLSgSO%9eV zU!;84>ZZ^L5`9SpcZEZWUtp_3|M-s>HlG^tuyih;V`WXnyS_r-e1n8*06uxK|4&~5 zoN~dzQSBsu*sCk<1DyYzQBGljypgikzmglkW`UmPmyrB<*EgFBIl4MH_h?+@nw5i@ z8Bhab4}x?-S?Sz{`=4RiOs3&{Xw8BRVco=l%0jyXoSpu+CS?95mU|VZDIll0;?SgB z`(~%mVFS%4*b;xyH4BKyvFVgi@E36V z{mW{Y;>Xc{-{PEOU^4`Qx8$2z9&%w2iDf+L`)G%M5~tj+i6Jq#A#+ZGOr{<#K1TV| zd|_8Qz1`DN9Odsdha2Ct0z5N1`0Ck%tx{#{ z3dvi7Dra}1Z@l)~)N@;QTtosj?<@l^Zj>hmA|3vJ{YXdkjd4M?Zy5yD)<6z{=%JAY zl0dRv^l&7DG$zm8#l@vyW6zD(JIWAWm1=Q4DF^COK3*nKw_*sPmpXXxVA6*VDv0CH zqpHgO3>I(I-3&?sNcXq{A_cH9clEJ)P5s;DT|U^%_ZvKrMJ1Q18wxt~vjJj|v#-F} zGEo2u@fY)xewp#4Xy3Tp(}$^@&R>>x@&4xuBq_g(Ti`c^cjP$~51;Q`9mSEAoxcXc zF8%-icscFsy-jt|IRDyxz7%-R6Equc&m${P%Llig5$P-7h0=^tggN6#Dl^1j^gMvL zn?t_xU})*LDS~XIh}pAmDHnM9=y$H%i(ajRJ1Ob15%6*#>kF!-@})T8hdQR-SJ1b) zBSZ0`f8g{Ysc`mkGS#7)*#%kg-NLuUPgzix)L7BJ;Ay8E)kKppCw7QGim3xlokI6z znd2n{jRlV|hH9eA)M$5}qc$%o2?L@JhT>D|l2!NLr;oz-*v^AW;Z-cN^Sw~`y8d5Y zUM}{e)D3{hL0~_L0@>rnxTm*vAG^ykSzP;H`_3E$$p)}ozb>&4rYnq0r(LzZrHMs- zxo6odC7rcFUTy&8^e2&jd`|yw0*?IET^#QF`g#^8JDU-CsPoU^Q~$?L{28hE=dOR* zo`s0~yLkVgdr2z@{-Y|a#LoKPuQ?2u1}AIIRfzQ15CEXlZH$9XA5p1cGcblnDmq&4c=) z0ntt&4)8Pm^3rSQLlmFpTw!@JGY0IT_!s~&A?cvMFKj0vwC@l55~P=vC^*4}9KlF1 z6r5)YD({~>UjvU=Q|%}e3+vF8zF`tGG<2QjL&mR+<~DNDMm2YTd&s9vaNhu-H=jv3 z;4sLjA)jCLg)|H|RF-FlYVj8H0 z){GrufVr!TGBvTzRqY%44{PY~9;vV-rK2qBb|DkfAesIe8Ak8$WGx9f{j_*B>*z{h zVXg4%#e*z#v z{4_tbMhkYXd&dIn3JT=UlniUv*CX9~!KqyZ32!gK39SS<3J<)Uvef!ZG3?o1`;%D3 zV_l}MmniM}uzmu$JMDm?HWh5pscRSW zjR2Q|(foxnsDki-H!h1SFvmUi7%E9`yrtUg~ec>PgAs=NV{4KhyUc_Nh8H-Csz84 zl#>KZmL7%)MG!l-aY_q+K%y4p5jZ~H4Y1B=m*`8Os0Dc`K^bRW;NCO6Z1o=7;qQrm zK=7{nZg;~<#GGEUecvu|c~52hEwTE9Dy^x5H5jHfWX=P#p$`vL8p&34V}yw!fA8kJ z)EBJtn2wk?o$zM^p053an%dghB?@{)fHECQQTvq?q{Pj1q0?iOk|{u5+1G*;1Gjl$ zi&#c`H;T07KWr=ae(fCk%6+YSUt=?SbGhDdaOCoYAmG=V@;=Lha~ROlhQE1L=?lQpkEmG zPkoyQdW+Q;HpDd53nUoOrhM&!!(@Bn3%biHA49L|+ygz+T%)6q5iF;5g+1Qv6jz+% z7Ab08r7(&zwf62x?=)7GvGM=BN zV9vUp@{;|aP{X~Y3Pw@48-p0{>?O0bX9Bbi8~G`B3*Zy+!>IA7YsTJ7vqMAvn&|d- zfV-v;otWo%mxh38F?yiP1RKI~=ggu!?V&P?JCo$D(apsU$u!f+o?)_?({4`6W0`cK$#-Uqb{dd(Q2q7g4KW_EC(l@Y|IQrvOW6c^!C z#HGRduKf5F#Hbs-Hg`c@zL^5EhzcIF8xpdOhMw+QdL087*)a--NC5=RyJ%;1Vmtf_ zc>`^Q>F9<(R~Hk&+b6;O|A9t!_&d*!ls-#<+wC z8Q=|0M5i!b*31kquo>tZg8_JOEz5>Ei8B6uujts<^V!dyR#Ju%d_J)!SuP~kd+#9^ zl}d1W(KJG;O$3g3Y@h6E6Qs^wX zvz@3=o)nRvrCVD~+?%*m8|kq;K~n=tmDI@v_$d2b564H+;j=968HkLo-P{C)*ixP! zs#PsjDTcR)o#F_@HQt$AOs;!Lg1jH2wNi)%n%mtBYUi~oh|M!Obdq!NLMbXkW9}CJ zK{~eMm@N=rF08$VMD^bR791n*FEp2WjQn7>RP;|5Ab^JrwugE3_SqGx)zoc%u{r-T;)NY3fQ`YcCgZ=7dTmPWIpeOU-}6(T_J$iJ$S9Ht?W8@ z&04C~PhWLir$kF1qPDg)XRWymt(Mi6wk3PRA|->HBZj0Aca zPacN&Dl{A*3r|lyJ4p8`!>Qe)trFbcnH4}nc%o3`Pn0rY%UBXNNFkdHqK+k%Q*Gz&+A{}{}MYOv}`Gd6FDo;&gwGJF`j zza~&%Eu;0V%@whs zF(k!lRxA|gigsia3e5;zCa~|#jNYV=U!d@1z_>pfaft>)L|@Ss3{_p;NOfO^cOYXN z_dO|8CVPUx>pIgTxSY)r#6d9_29Hi%boifP^_QmyD~Mufp;bAXvT1&rG{}E3h36(0 zq}W$_{jmoyiWcbHH4v39edFJsh%nSNFXn`(}%bM|HuxdS6EzWLoDB$1PaCzeP`7zb9QzkW^oZ?AP3%eN8k_(n*8>ER#{`Pmty>svsO}0VF`` zm+Gsp>L&5Q^TZFHVys$nL-Onf465-sa&e}z%iRJAnBX5Yi4}G41Fmz7c2WqzrMxnq z)gu-my#-TXSN^bfU(s~M+d4@~b-G?7vIj^)0EX9a7`tBV8U5PP-ZeE8Hg=BfB+ zyO$AO&h-ZhMJwAm_3)`Z5@+Pu?c+QmUCHtjm2*tsGEHpQVG2rQr1Vhj!BxIhCITdK zj+#?UDC|*uk8BWV<3F)Gcf7UFIo(Sq=^2;pCKjVEA}Lkf>?n<+4&OfRDuW?&!|q1k zA6|_N*YqO8ch(C;lL=7T{zkZ3wThR!fBV=(X&l7CiYG0xX0WU7hr!*R( z)$O6t_y9NZzT%%vd;g`q*q1TKwZ3H>3@t8_e|xuDe#rxShHRg25MaDIYNerDWHW7C zvU`yEsutg?DT929RF*V#$(03|6Z!a=f~0qw@b$%YZ<0~Eyht}%bcC8;uy|^Te25EqdAx(HKtx^{myQ4g}un~ zga;}9>6A6EH7;+D_slB0D*lxazJQA_J-gCgF-rg_AH_mixHG5y_lhE?lpL(emB=7~ z8Gi46cK{-_K%o#VxQT%!|HGY2J6=5qAD~fiOx91^5R#1t-=DpDEi!V7kUjhT7mQk) zq}qLvFQws98vjd_XRhO9M|jbJ!z^iESpp9WS)6Nzy|%HevGWyUs#>z#<`PWPj-4RV zaq9P!b>YJ{tErfJ0J5w&X=r{Du80|ZetQElZH*lO+W(%Q{m2IxBHtT)MLj{%0G~f0 zG*vzWVWKa}9_~GtIVJRCP*c4wr?i4kHjAt(E)4T|!)bdD&f@uE8A?4d@4;-}RCEs9 zB${PT*7DRDm;h!UnyY$+SF5L+DDcp%cwh@n01znz zIGsj^m~UwUVin&~cQ`8Db#+jj&^^zK&Vo3r2io3DAWFg{yNkgZ@uPDJnwMO7Q8!&J zIrC1yd8hB6_R@r)ViL$D9lPTXsD8wbzgMywcyV}N(!OWwAdJWXAfk1T{j+fw+?3la z%m; zX3Rw~P@YP#D{m8wUXMrpSk~cErVhQB;_EhnK~guTocOG|e#yF^rY88OEWunL-hB%} z2)$I)Q;V$l5!?q(y2S(LiXK#eESp1gp`SAm&aGZZTl{}!(-OM1YuTaGQ#6x-sq4!G z+pq{ZpDn=gitE5@w9`S2BjBuV<@9Y$k*w!6Umgv+5wpO7k-s9i*wD-OBIqbael3k7 zVFBw3egl^{e10yYt#iFBqp1#f;?K6!(_-^Q#C2D!+7JUQK5|91LOwLa{|*Sg$91eU z`szFljqp-mugv|^^yBZv3(qxNFd=5Dsg=P+U~BAj*bbezJu_AUi~0tE6J>^)-q(Po zDTCri;Asq%9qSxwfJ--KrGD5xn;SaM1pHl*rZT3NQWUSUlWnWn}@pgf{E+RPE{C z&wz^i*N_&q(1Lp(f#dBdzy2<6bp+l>_-iLH4!!};NvJlrn&eme_15$#iO}x#z-saO z?kB+PJ>ly`P@@(MIBbvkLYdTWepBAEXW-ubpP5tq=C0W*=iCFi)6><@Wt~$(69DC} BU|#?L diff --git a/benchmarks/plot.py b/benchmarks/plot.py index fab0f5f5..3bdec8a9 100644 --- a/benchmarks/plot.py +++ b/benchmarks/plot.py @@ -113,7 +113,7 @@ class _Method(TypedDict): # Fixed label offset in cube-root(ms) space — gives a consistent visual gap at every x-position. # The warm plot spans ~0.01 ms–1 s so needs a much smaller delta than the cold plot (~100 ms–100 s). -_CBRT_LABEL_DELTA_COLD = 2.0 +_CBRT_LABEL_DELTA_COLD = 1.55 _CBRT_LABEL_DELTA_WARM = 0.2 # Frontier methods per mode. From babd0574faf1fb5c3db1d5f3380df6729da86255 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 12 Sep 2026 09:57:01 +0200 Subject: [PATCH 4/7] bench: offset plot labels from the marker edge instead of in data space MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The old offset was a fixed distance in cube-root(ms) space, so the visible gap depended on marker size, axis range and figure size — labels drifted far from the smaller bubbles. Offsetting by the marker's radius plus a fixed 3pt keeps the gap identical everywhere, which also removes the two per-plot delta constants. With labels attached to their bubbles the extra canvas is no longer needed to keep zvec-grep and ColGREP apart, so the figure drops back to 9x5.6 and labels go to 9.5pt to restore the density of the original plots. Claude-Session: https://claude.ai/code/session_01N5WnCfeaj66TgZTbqm2Zew --- assets/images/speed_vs_ndcg_cold.png | Bin 79183 -> 76610 bytes assets/images/speed_vs_ndcg_warm.png | Bin 72749 -> 71199 bytes benchmarks/plot.py | 24 ++++++++++++------------ 3 files changed, 12 insertions(+), 12 deletions(-) diff --git a/assets/images/speed_vs_ndcg_cold.png b/assets/images/speed_vs_ndcg_cold.png index 531f605166d4720f3f3e1e0a05131b4a9e36d5d8..214e0f32cb2bb13633d91260e6f0fecc0c49b287 100644 GIT binary patch literal 76610 zcmdSBhgVZe^frv5AS$3DB1o}NM0%GNP((T?y%*`dgbo1|1*L@^dME*;OYfi}ARR&p zEktU7Py`YJ3FQs<-uL&FKj2&MH*2wS*5RxFDQ`tXZyk3#Z$B$9TQUtRZx0uDZx_dR4}ERDfR65N zBK$&v{F1y69lX6gfKmbiuK)7{zq^;c0O#v*BT_F^9?C{QGBSoc7k`)Rp>S=oOJrm! zuU_c-XKf)VvrKI#d-p^@4Tvqy%!LP39Ch;RW>MF^hFOwd1%dRwJyN`+c=hUyDTW)* za^+!Plq2OIPJCpC;cb$JIA<1$JD>-H3p44+^dXlTP>2Pyz2Dk`wBJth)(Ki>r213W z;y02A7foKS29J&Q*{Ckt^G|rMF?nRUDeDeRrqxT~? zwQ^iE-P>_f^1G_DgjIo1N7nEGfzIGuKU-y%2XQ95+yVmN4uZCy|jchuIFK_8Hk{b6A{i8mxZd%89QqY0P*d%)_JRs8^UFw=Uc6dC+HaQ{0wZ5oi859ub+%QOwv3MGuMUAbv+jt@PzAC|+FXsJkz zmiB3d>?iGav7L?1;|sumz+68nGQrPpgs8~mX7WU#}6iFKc|KtSiB=q#W-t(8)Z$+K*FM5m{9v>guX;yeVpI>ch55o7eogXP3 zyclAlDFN1J2k-Y4U9W9wdcNU{+1y-d>^!YV2fE{TkckiomlA6L%oI2zCTu^PmAv+R z{0**;3z|$Tck*TvgBhAntF;>v2KH=3DrXLH%F~e#8aX`|=U9DReYoarQ3b<<@-j_?ESiQM!>5IPxrOJ%rb&=GV>Jrq%C0N#2t} z6w{PI#a%O+*+`Q1cCUJIw6!N`O7)$TgWv17Y+4sKcG{1yG77!>*hZQ%&qf?c8w_#+ zH@S_Py$UBLCenySBkz~Na_0PPe}B56=_a?&jz>bpi6tX>)z-cJ0qAUdRuK?@hxfQ38d9ga?H-(X0 zvfY7ye^3rt+YQN0`IZ-%|B99R9pi{XMZ`5nL@Mxs<6|W zZGq>+&hrQDn&c&NryE-PhjZ?k=u$wjXfBha7ipsZbALLWl3X zXRitn2yCo^zG4kIvI16)2eSv!7-5Bu=TK*y(F_8qEYiNOEG!5u@Mj<-et4IKz?usN z0~!$(CR`dC8f&Nc&rjk6!Nncow8^YNELU^qCVSPOT!gd0jY7zdpV=v19l9K7!5XlV zU?tbcN%qj^3duOYl;!G7*!1NHW8fY=l^rcKEs{yyp|CJS-XJ|aeJ!{vf_e?cHt+pA zGa~lOWwC9$a<=Idn%nMLpJ$=ngv07-qeEWj;?`0CT(mWVI=g- zx?wzN5lwi1R9aRkjOleVkZZ%ZI{6pA(9gHjmixQl(M3Jh{2b@&a|HGEoE+~w!wDRd zEE=-#r?OmAFAZ_>RyPKhF*i;u=AynMHaa?xG-kQBmgz3ewj?4f+;W8?(53FZ!j{m$ z&`?T4gSd!`g;oo+k4bvnx+E{sM_tr%G+tHVIf&okDEGy{`w0JPVx8ymYoG~};c%ve z79naOg8t3M9z0&Zn0LAZ)GFyHxPJgWpZ8voHDuy-{+9PXo)t)KjeYKG{yO{)H4`q4 zq|xW92lh?f3Rbk>hCrwkVdC_h?!FU`2?a=owrAAi5 z=SC5w9h4VqLWK%Vi70Q;3Y5bReA0Dvs2E{Mahba(dnkeQP73JYX&)h+73~HP2yg*w zyTLT8pJve=0BkgkET`&jabYzQ2=x_Le4_J9Q-$$%o&I@FFLRe_Sy*-p}SE$nqW+UP!O%WE-bHx=tx0>zI}w zD<{f4N}I-H=zW%3abV)~H}8E|NLnL+*~y{wMU1{EM*+rJgq4~KOTG=lBkiB1VZ)o< zl**Rs9;?e?jb9j-V!K*G)+a`l!!K9-8Q-onZ=Vf*Gqu?c9F{B|2y7Xa=seZ{y3`X? z${2iDkOHn=`6-G_FV|0ZWUjoC^LJJ*xB4K?T;rxQQlF?&7G0;hxzoD4U6drv?V<4Jld#cZ3> z2Iqw@*`DwuPguj=N4gn6Z!{u(GbL$^6{ih)z-;b6uTy7=rA;nZ;q|&`LF%GmS zZB|}tL!2ax{+;Rw4nLhl|I^8#Dkp^Cc+jTuNUUjE~xbqjLk~HW@@}HE! z6K);HcD1oxv~n_S_9Hp`h~3$G9vPBvuN}mb9DWmqG>seU0ABO9rh%5Bp`pbjEr4Xp zU?PXwQe`N~iwv&XXL-JE>gWJ0o>drDKb8sDU-=uuDDpE1zoT&+g7g~TvzwDx@VD;A zTnYd2x1>17X)0(vFEWuI-z^X_#tS5FH%11%JKkTlYgeF=WS^g%W%5JDu}J6lZhWNE zye1(o&N<&h63-=d%zA%+K%h8yuJfo{Ab$=4r8|a0I&3OC_xpLeWPPTL?9+V&TDOFO z%+f(5H&)PCHQ-%@H>wK4jwvNA^jv6iZA=b+LeId=cB-AUp_5oMUlAvfJ|$b=5%di< zpNY42lCl(EvPinWMv&fVDp102kOUUS3}s1*EMk))Tuz19LfS>fVF?V_Qf3*{otQ{^6JW@bN6>vxE=_0CBcI;I3(EK8*o-qwwNl@|)kW)XLg|EgvU%CcF;t&>4k5)gV zj{&x!HON(8PfrmNbTA~L(_%puwg|q6!?a-vcdXHIGPjJ81(VwPwvgd3i1cBj`zAR0 z0fJeXgSUCtu=mpbg=^j`7hFd|5(^F&gFZtxCRUHV8H_IhaqqgJp1vdWny(;ffHkL)u zwY2G5aI?It>{^f>f7CApUXZVjOVJO&aaBC7ExMtsiz}kHky0|(itscUe!hHD#Kw$g zrabRYb)Azs55CUnd4rT8qMG#yi@x;Tb)XXZ(y9iBF#g5;vs~G8LNlg5Ol0eOh+}DD6bC+koEv9*AOWPqw|8HO`_YRb|#MVq8b$5s-%sZ_b zF5nReH&rc;97Tg^*bwM`d%!{Zx)0%Mq^6PQ!@LIga+x<%oK5-Zlt2YGIwhxr%K@1A z%0l-mw@y*oA8j@*GxNy(;uf>hpDsT?Qc*$1&@CN3hYXgOkc}FGze(?9GO~*^t@d3L zjuN&HtvBWq$9fo3cS>j8RgL?UTf&VyTjw;VxMjq@sfk@1FU`|+lrK6EaO$FSb+hzY zn;)+XeR1jZ zQLO7Hp~ifWn90Ad$wza(AxPNI8DNaFF9TPqi;L&{)(C^w3kWUSi`Lx{RzN11q3u~#44iACY|i4f%OSV zIaou-?p%s=CNEY8j>Gq(y^1^m)@65nLcQ6_*R%+LypePAfSV+L!)f#lg>?QMC?^?@ zr~up}9IX?hBFgmjip1PY^ds@GjaZI`1P$TY?KAnqxj?OHl=H%MPU~~N&5G@!mkNO( z0Q>dtm&i80knn)8yWQdvW1IQpRGgHF^bbqq&W}gD;3`}=f~&*d{8%mTrWSFl(M`6~ zTjgEPaIi@`CR1aL2X&?WPEolCe6sKSx)@&tcU7-!k-+Bu#I{~R}7YY{i@tzx;5H2 z?NbhI#dv4AOxwC}=xRkcu>FnFxjr#1zhvJn?6I^Fz=>Y?{#{CkxivoSGcUK-3*-lSXg6O!d#{ohhw}jp;yU-1O$? zsKwbn#O}8v`k7$azH{#S#AT*B$4{AJ5@llO6-5TKiGs!U?C>YlMY=AOP8jsTh@2cj z3ZssatGiL>t3LJUkV)C;O;ui@e!>QG7*dwCy|0vcGJqV1D;$|U0ya7$Dq$Ftg8?7APn*UZ=`MiQ>E7l> z!^RZVt57k6TzchA(5O4yL5E#A8}ptHWXu-q3Kxw!1q zTmd6+-Y_s-IUu0fWv+p5gP{L8eXIKZSNwy4+e*y0L9DF5gTnNU!EAC1y3?D)c6ui^ z1Wc90LAK*+FQfxoc&eY^KtBQLJXv*EO%F+vBcV4#BeSCHZxs{ubJl%I4`l47 zT9}$Ru4j99l4hU-Mzp>vCY6j$F)-ioMYWb~s@R0GomJ$4t6!vwJB`wwPkq}u)r;=l zNs5rtf1ZDE=u?!3MEarlCt)U$`rG(uTdR-1!j0lu%4E_2-N9!c#4ayGr zE~TlDUvnHU;<(v|$G62*EU4eZ9*Sdx)UmT~FQO1tu%cgAB60uJF7yI)qtkTOs}`@> z;0C!@U*4i*^?x|~YEvG~S^rWAS-kTy6r{y0;bz*u`{f=6bsaQhtS~HH8yBw6@K8Di+hk21k8eM;(dbWN?6cP^$_J#zoArJ8HDxOU z+bYl{fMP7JN};ua;xUtyA7CnpODm3sZ-;Nn`s$*}6sFu{n=GL9DDeJt+ zk9`@-*j3`tnFFO`Hc@xOSsyJOTj7O3H`DCxp0GYpBgF@J0uF=76iBD3+t6@HbN2b% z__AeKv}s~F@5k2;uFcNdfo`()qF*NvZ5?Mg9K&4meCc}U>EWCP@EOK)OyE2A3}apD z-5;h~EIcZZjK#Tp`b!95A)0&cw&OG6Fvxao{vU?dQG7@4+LVk-*PIp5k zSibr=Wa{7BP?7uYbgd}Q)TQ_xwEzhK$;V*Y{G`s8#1N*|07EA|2z`!Gb^%Tyhkv|z zyoAD^uxPGuojPCi>G<3vZ93u6+t4Z6sFrOTw!r$0Pa$6?7gLyWHdW*VoeNXlx=O>; z#I?+YnLhKGHjQSz<0D1 zRb0gBnbvuFFA0~-cRO>i;y&j-pUW3Icci>_!EQ>VbN9FW_h}UI1b^r5^oXBR@#;Ke z7=hXHS9q0h4(eVk>_y@ZI6_^C#V46c*9S#6wp{rmVL0|{tP>VCA}#AnIGOBy5jrLK zc&vqK)ZtqJFk({$F*!G7oxd2ZUyk&hb8QcViusQTP>9~2LgeX(7*+9QW8hBOchsP4 zOn=J49RtVH7ec9jRm2-x$n||t;o(JGe=ch@;tpyzdY^k%N$+|(`B?=;UU&PS2rvOK zf-^Lp{5pFJO*)on86TJS>M7{SHeBG>>CtcSW~f?h^8{j7qGUk{q`66~$1x)WM6nH6 zkg@w*DYM2ar~uPblY>ZBhw)59!tVQsL;;csf#V&i9dWX2MVW5Gd9V)qO=8AQ&=&A@ zYiTbWFHKF26Bm|5It3H`Fb z!%N6{r#G~Ty-G%Acwt1IlQA8w-!iO_AEPy4`l_d=mrnb`*tV!^qVCx%bf%i9jYedW z6M44W*&etE_-zZE#7a;wtYEn+2Ih(rr@i=ZrpMLl)^5IbJPs)9F%07VRVr4?uYD!sAsU zC7r$(_9`F{wBt<44)tl3q5a&&-X*2*0UY3D)1XsW?-e1>OzyL@Sem}thKv)_M`m8? z?{#qXJQTijBK$!Fe zfIB2K5w|X-l^;QA{HZh#1~_B7$5qg)7b)U=%eA5mxVzy^KC7+>)^i{KqlYGp_nMGD z01X-au&gP$Qa4cF!C7B=V41PNe!Ze@ysm@Ru(4nS_X->Eb+HwoB$hl|YY(Q1_qM3p ze*=|cI%7BK6mYQjq|U$^ZaQm%3wOX2vxFmO(jCsE>YQDv?T-^8_MWf6U3pX^Z)1He@_hLG;=L znNjBAx`(5yHmpj7dIML#aBS#&%~?Yr*9?VIV?1qqh2p{vJdmA|Eqqj?8J#zx0|HNx zMx|1*KmzvV+~T4`-Xd72)o?f1sVhlm#|hS5ax%-Knom0EvdkndO(9PIw$oqOizW(@ z4P|l@o>$|~>cg`w?rbQAYfuwKf7O-#piR{b$eV*dI+&%GWq~b&D9B(Dk|Y%)6Li`5 zrXv=57W`5L`&r-8BsLa6B4u#1W8;>ZkpK+vz_KX){xje0S=+V8ll{Pon-pXZ@BLsW zy)}X(+wO;x`gi~UkSi@E7A77z7I4?c+%h{qw~>Ut^xT9X9Iw?e0h`7H+=RFObZ z=~#PfTiInut^_!X^F`R-)CxTwuozT9&re9Qq=@H@UGH6h z#SVA_Ow0CWJPHruHrvu>Kd-~p1X%vzpk7`;-DLO0>$oGuuaDVj&pIe%LQF}np1j@U z{^Pom6hLU*?NJitwleEnB{q_`P!wC+L71%S_b849k|G`fYOEU>8HLb=Vg9GB`~4%^ z#dR*~Hi_W+@9sbExws~<{4;jaRal6UAZZvE?f-~J5A$LlNMz9cD^ZyLux4igLw$X{ zr_8@BY}l2rX|JkoM0RN#7}yUB)$JKx?qaBNCnNigq9dbV`agA4|9@J6|B+Rb@uz-; zF~2q`G-vxS&((s603JD&FUtCH9nC7bRjdicZydv|wtjpdKa$J4z4 zPJT$)2%hcVMN~FWXn5zf0Wb6-0h9w%6(*~&B+W!R&F3$~U8Wy4&U;0>%r|*w*B!3?^?}q{{`L?dc zN$-n$FLN8YwFzKv_}p6gyr3k^B3de1AemtM7toP1e!e zI3WHvR#?F!BcT$7s1B;Zj94O|=C@XGc{uUCH@8ykD)CdE)zBGb#B{lNCb z%uMHqaObf9z2ETEeR=b(e!Jpm5|Lg zZC^I%@OPS!^#OzwOx+uX>a$ zem?2%zFwJrdVFnet~~t9f<3iQMZfM%Gnv%yf4eac$jJWUuY|o9XAke&DSg~pRum&< z+kf|Xkv8-xSZ4ooN!CP!6iLUDGu=CkF31Nub<*LJQZ2lhoX?)6pUu}txoyGyLtkEO z@16S{{vdKPva=jA!O;jCLC2vdMn*>5Nt_x{t-~26aN{CrI!^U?_fX=T89xa=2o)gx zTU%Qj?o7P-@5)(z_FK)71QtnJG<(@XFy#Z~wt-ILMH-xcW!BQHzaEl0zi5Qt@i#fq zgXvF5yzM^eyqWn3k(w>-*T2*qJrwUETO$9^k{{LRZUN~#s~6HJkBFc+CM5z`Mm)42 zodZw3Nfzp&g<(b5BfVNp`I`xwWvi8~JBgWYEh_hT4K4W*Z-nn&?_=or`)R#qa&poO z>4WGanSAxy2hrj!&BUEn+nxDl&Xw}AvLuq$BL?3dPgaG973TfntB=JovO z!TAdhbkPWLeC4i^V_c-2Z#zt)F|zfQ458XghfW5-7B5=Y|Mvo-|9AF_VBP=meg?gD zo_U1=vepn*&R3OGq~B>1U?yy>o?{c}@A&WFu^ey)SfP068&;DV4c1_vBwm#ElRS^- zf!RpABn7T}zl$|&3mmWi*2pa*y zzOVG5TTlM!_&)13&II37x6(w+*-?W_xr4HQdqnbpxIyMPTaFnQ-qfd#S*ZCd3jeR) zvwUtHrvghkZ);TGCyWiKDD(}BZw8Nqaz<@QMJk7F%fAv5By)*3Z`xl;QYI;f&ylZ|f=YB{G4LtCZ!VpCM6&sBY{mZH zCBC9+O;D|t@Vq8>|6bafRHW9kM1fG7i0SQy_5BX{H)qGQ_X0MvS!x>E^qGuL5+NJn zR_ka@=rb-BVPQ9-d*#d%w$6i;^<8i<+Qz7})_f<_F??%!j@?!<-D{F@e6Z!m8|4uE zpww}%bEd62T|YgSR;u$zI=^@(-|;EU#})jDYa$n_EIw+}j(cb%J{tT$z(O`u zAH243GqP)cWo~Xr$f&vE^=3xhSiBAmqs2oAR8$2JIM|fjNIIC1k;zW#cj!4;guLEF zg=qYAtx$oC$Je;daRN(&wgYAkz;dcP)m$oP+-$c;()O7Bb0N3YAM-gBWa>t``$?1& z_c-QO;B;Kuelt+HX4R0xqexGP4VvoeJG!Bo>_Tm zgm}PWxY-))#hM26x#))L!rpJM@!!2Qg*9*8LM%&W4m0+Rk9UdE1&9s6$=`%k_|lEv zI0n{4?@WVp0(F36fFc&pLd;lU(5gtK6*m|_RmlnQ8)_6yG9;IU)EkldrIn6;MzxaB`SlzrSKKm$Xn6kyt#)$ZgSSnVP&7Q~+^?xKeXyWlQ&)7VBlE zo(H+Lmqe+rtI@i=y5}+JT=9ChyLln`5P@d2v#OM6YGkf`pv&Rdi2O zV7jEZ+@g3VXzbB`I$f`_n_Fe@@qD`1eB-(GGr`I5Xz{*ct!((V=Va(q0I2^AaAdfJ!D zZQJa%g}p5d@;3LL@e|*QHo=d}h01RD%FXA<+;9Ioy*GCJxc8oYw;96&J5Ao9xYo+b z83^`}KS%Dx`G%Mr+NNnGrmKHt5z&~2GH|aFnM|!b3==cz%9H=LJdMKQ3)hlAQ{-g& zNu*i-lQT(Kx)Td2+&{Bm3r?{S&WqPw2(3C!@VN8*`GwFK#;5IV?QwCgeJ3lm2P*@e z2Yu2QyoyGFK;>g?7P;D2X9OIb`gg;*G@1Kb>gQ$^ZrHx{D?e7geuyhohdcrBP85mV zE0#TL+3Aqy?Z+vbsP&$*B+LoDGVNN3(C@r!=XaBOx4c0}+bsQAwoWaPN&P};lrj(9Klb-Rx_-)(FGFvs< zaL1ei4fi_6!3WNVX_EAvd({f;a&s(=J3egLd^5=T*KT%8#O1BKuY1f8+%f8UdZ0|3 z-ud|jLfnpzZ>EOVA<*SO`co=Y+BGU>LwAU=tQB)1jb&)8o3As6wE!(jGbH>GFo@3W zl!MwcjQo}07c2LkG#R>lT#tvF>y+>lyZgSvWetemgF?r4G>WoDZUL4hC&%5?W5>@X z-|9p!Pffnrp9R`^&lE*uNlh3<>f#}xd^1jKX?1G_6FYxW)2$C$Sb8dGpt=rB3%_X4 zn%=0xsrvq)2l&4A{6TYM=!HBR3a#!K=J-<;clX_&ohlpjh~IB&&NgpwSkJmJ61Syo zni!wqhdQgY8|FP?S6Ka`VopvF6tI@26Z=Nx#bapl64;!R{FCLKF7u*Z?nq5u!IWr9 z=beuqPQ^RkS`fDHl(-)bc#5dm*u03iYtw4$r=jK@@;U`VPj%lub_kM0%gDHGdfKIw zIEW#c{GWxu8rW~ZP_xFOK54lDdIZjtAdjZK}b7i(mzh#a`f>y_RBsTYx zIJf;yKe&KR1AoFCD0e&C>fY*ae-#6IIIV8v%<3Oos?`U7Yc`Hc*XKnKMt{t`81N{a z>#9ki+Zd4CYjpFTEYC3)lrKkUnbx7x*&;yScnb9N{p>R;%9EwvLkzngxf6jam-_%- z9n)Jhj4_9@$FwD9_%2V#jH#RFz1aA21scdtApdQ9^QG5i;l}`P@i#xLS{{;I^3gU4+tNxOw?J7}4m3C@=qIMlEz;Ddr*3^0Zw@RE-rP|viqgIzZDG_rmqn2wz8SD- zR*|^%HCdNykUxb-OJ&<|KJeH|yQ7Mmsco|@Gw{Nthb?Fm_eDT*RW`zl-zGZtW0K8} z3t7wWq?Y!wC2yXesr|AOp$|z1#@)&s=Xjq1D$1zv+%QQzU8vSRTzz08I1U;~3;BF3 zIWb{**nZeuJah)`TxIoKxp_uWT#e5Y*=_oA+99{`(ejStV*c^+D*oJz=K&8BjsF9k z0k2i-105p8Rx2Bnr>bI>Z=g{(Q?+lC0?J4Ms1fYayP9MZ1z-*jkuhq^P>z<~8O? zx8jT*xuXFH-9{yvbXNED`e<*2#5)s+sj8%v8{vT&mWPN@^2IK{y`ZyAvy$Ga}+KM zy++z*H@hxY%+ARcOX|=;u!%sp_@wV__U;!oh1JA zrOra%G2orAv(6Ep(X2uFcXL7=;h-D!^{PV$TB=<^?opxcpJr%BnpCts4tv>2ImFy7 zH!_j@&Am{k4}A@;36AZ&Kh`)!RysDi3YW^}IetV0dfM2k^-LIPdoOVP67hXGzwhJT z#-0+|Y@jNK?_7GuEB@XMbIA7&_?#WMmM6TF1f?@r{G5E~jH07e!Ht8Jr?LWsH)q|y zAeU3Z(;;sgb#O=I@D|(f&t2R`z_|ECwW@nczHxPKNC&qnpK;?_^QlKlzdsLjJ{->a zCCfAG>jnXx6Ef>uOrI=Tz7gisNXiGBSq)3ypuDWzx^7frv0r-htY4$MvehN)Zr0)L zgRBkS>G`L6S~Bd^y8;PsfJsfNuT_39GJGy;dPNaV?mT(p<_jft{zO#ph9RBs;m0{g z3CsrJ!ajukDD*i9WK<=-J?|NK{3CZI+u!cz8{t&s9kckW5+F0pwFggxUY(W!s%HTZ;1<>}p|wxp57ttW9pR{Gt$yQ=;sKZ;(@oGm|q zZT5wJMlK5xAwVqE5~|h2_jEH-o48pEw~jknVx@+QejB$GB90am{)su@u-;U6G(L-S zIp1s4$b~46@B0;=Fv#5s@~vEfdZ+sLs0+ULK1QM-@hH?bzXNV#hZySmvTuG_E2*Yx z-d{e?hL`%uKxklXx{eMwsn{h(w5?v*_jFAOUgKD?)r8@s8(quxh@b*LSTN&l-EHMs zY&Z$xvF+7zi;u4w8q~`Gt-po0g`^~-e3B%=tpb-iw@y~KYw&ELqG0EplOzuJAC7mN z921eDgu<;;1Zp`I;hK7my(cpHzBX5RUrTyq(4qyMcb=5Nkdyc$EQ)lp0fL!%3fu;h zG3VGgmuWpH{I6?8GJEnx{1En|q+UmF!4gGV5v7wZf-Y*?CNwgrEC;!N_S^SnJQ!m8 zj9e9mFl2|8xO6U?XdleeC4#1fI9GI-946Zj+nQd-rFu%7ic0-zTfb~}Hb>=dJtDV5 zXK}2rGh^Vf+3cyXD)w=XI3lNVxY+wyq{_1Mg(VUrkO37bdUe>l#47fh6Lo6uX@mB4 zybQ}*@91TV7eXLsZ8Kxp+MZZ{i-#iXZfibnR)Sg{O6wm)s@YCJI`||H;-cr#9)`YWOTLcg_3FN7 z`;@}_rBxhll|Dqfy|`$1_PH9X`nw@3@3=eG`{U+L{_4&gN6*3bt2z^?7wr_tH2Od=E; zlR{^kRiKoov7|L%p=N}(ZmTyF50v^Aldcb$Mpk3}+D)qvtJgR#tf{33+^VW0d(KAi zZ;HDJu~zO!3lnhXnKDQ>hX$q3^x7y72JaF6ga*x@nBvz4SOyx;%exA!(e2(gc4}kI zY`ZO5)Hu$S1I?V<45}GE!onK4C6j@%y86ek(j+zRs6jAsUrdW1S=k>B^3rAWz$@37Oo=>xDwv*n7KH4{#UodC$ZNDpL?q;*4vOriuhd7exA9`PM4N8Zi$_1GV#s(Kgh__esWX)aAjsVDd} zsA$07-gu}4Xwl$e?tb|#6-CRuKKjv){#8p}`xl-z$7?;6L=y|HxzK$xk;bB7u5=Oi z4sRuN%$CZ*gKWQA5hZi0ea!5xR&J5hV#C%#3_k>8T|AjkAuXP%YKYp&F2XcFv9HrT zB`#J(9ugsbJ6y0oCt4X%9r8Hy65>b!ylI8L zn?a}E6~iW{-cRWw~^>eX1XHZ=7o2p8VRii^?BbpJl9s=dQEUHD72-O z{|{cN>VWd`96UgT4(Z!;>WPyO&%jjl{_YGaE?H6MoMsA$xlB!+u#H~vX+725C7wOs z_O13~O2~i*Qi299CWcfO_kGQqrvG%0@+W*rjX7hsSBt?2pEnWOWcrfMuCT$(z39q= z2e9fH28oXbSIZ6+L;l)jB!oq9X}?E&t5Rj&PWd#pT2?j~@bqpR|1Qw!`O_sckD?V* zFTF8&Vj7$$gRhFAxlh-bBzW}s9>Wl5%8^%tb%-uz8p^LcCpTW=bp7^YI3)0 zV>9S?O`H?fh-jNQ{W}0FUQQglcPx8rtBLKN{mhj;R$z_j$+DmJUablHZfFNXg>g*E zUx0TP`Ua<2M=`>PxLa1H;XhX~nXuU(HsD-I`~0!O5weyB(k8Glx*f8)|HuSpJZS;7 zA?i)aw(JsMF_>I@Iyk)E%nbcgGTyal9gd!B}DRI#mKjyh5cVm>1F1 zC&ie5rNK>b$e1Q#*f#C7dL(UI?3DOON5zq9r|ho%#yWqVO;d&5P+2KzkH~cYtXoN531|8q~sO>vW zU)44YpAYnW3ECOEGheGVyMS@%S$fL+=tp~N0d?3Qh?=5s?@MR;^4MJ4!9C^S6pNHM zI6%oM&h<|D?2~Yfrb3krDOt`AF}Ba4r;$tdg;cZXiZchW&8ub}sUJ6;VS5&#D)%*= z{yqp|Ygfv)T%&O%jL0orwx^abLGAjRQo#Ql8UM?}!RV<~XJ=>C>0uG^f##;Byv@xC z&AZr^sHmgSVYkNUxn=s+E_%fMLK33J=uk~<{Ncw=8I8zD$E%+|!s^AOHqs?NU;8l^>**YXPy=dklH_XefSU1*AJvi##j`A?E2PPU|%B(a9s z#=>3}4>kvd)}x;Rb{7wZ{^ALpr|^$S$5Q33O`>j$?Z~2YK!yj1TF1xG-@;QP<55L4 z6!N`+dWl(1@8x7r;dXfAAn*|p?!46EXrFz$r~I{Pg=4S6%qotQ8_rZ(m14Q7N#%li zDhWL+eLkCsw8^#d%B{89bp;Y@NyDYd@5oqy04Cgunlf2Wk z!>5GoNa|Ku);&AB^r)_HNDj$>t4m%%gR5?h2F#kIgr6}Voc%7$Q5!#dKz?>@GsKWc zKRe>#ATod4Ht;Lx*B-p)NRlq5-fhmI^v~8zz!I~xiVTD4qnxg|SbivR1_N8gp<%df z1K4UTTG7SVGmeSN2yMZ?aCp7XaE7hZn3Xvb5KT%Ta`5-d1UD#imf#nM|F^06cOd*nng=T8j zJJ&*{Wf+%oq)ci$JkmvFTi+0(C~BLbt>&BO`#?I)wbK#4r5Hz<6;$19)*VlcoXO%J zu=cOI`*I=mjE9w%Y@gq~i&#ld^x5I+7JIaxRkL1qHNfH|uCAk2d3FJ$5zN-XWo3~` z6)om6L|9K*$`LQN4rnyl@7$Ml3|zZSQnA!4_hhY01%do$S<^SvC=>-9Z?J8xTvAq5 z8=BmjsU6>Zx}j6r(XkLbK%co~y}np|B|^X)bpcGC=ZvC201MNru$-uwsD!| z+AQo_)5Mho<4YUf%`{E9iqc}vf+bd#J3?GE4wE({I6M9H+u;p)r~gcx{7*9YF1}Y! z-WYxL>Q&*8VAw{?_(t;DnsPWjH6zkZ3wBvM(z3OE=`gTxk|D-TqSN736|-xopiM-u z^p<#^9PWuWo^ZpCwL8SV_5vvvlG{9654ogF{o^9Bf{e_ORi5JVB`S*WC0yW;t?_Zw zyYA~iqsK#heDDdTjq9eUEl7fOPxSceJ;(sEN+&iSHgCiqg^A3{L2bw+pVW~_aGZNya7r(_YOTWmXDW0B1CvLrq z$HHCR4%9RwOtuzoG9J&Ir|buHRB=E-p zfvN5&iemB1x+!&;wu8uI|H}*c z{!qujfQy=%R15jg$L+Tv2S?$ZdnT~!!cTNwTA9qBfSHsxnG>?9d*8s})1?Y6W=r3c zeySLZU7G=&x3^27VZ+=dU5yp0eU?wzWBG0_QqbJ}Z!XB+Tq>CaPmMauLPZ@D88s`M zoSa~#rO(`0ipRO#z=$j0dX0)Dk5>RVnm$$8{1I(l-29ZJaBVxkj%3N=;zyHE?jVLU zJraWF=b_N*Dn1S}d4MzosyY?IA`)-@p`c;@??tD%EiJQIqMs)gr?bT*8b1##iygcO z6s}>fl9yTw!}@nGt{Y$a@@vtisMm2VYvNWlHp-cUbSi-zrr5*IDirUyIcpq$n~^c^ z%MPtELW$S~W4*F<5*O#b|M;)^|IfouFZ1~6;{ySt0&`L=wq5!~!RM>Fe0s3d%ItMk z6Y|F)Uk3Hohx*01nD0|lgWl)b1bRC(4t^lG-xdGpq?$J z@vn*(tId=4hu?|Ko@NH;jM5;3(rY_xAd6HLveD6-982@x2MGdi$#2TUPMO9UUut$n z@Y6|gYNJNkXO;xtr*>s?D{>Ufb}3gq&kAPWRbyhEk|3(D!g54&C*p;6kH!a8K83%a zsu$1nfUkK+Av3ufuB4O@jvP~9Ib>MYg{%L#`*n6^n#^xwP5?R+DoGMk-#0K2ZKAnx z5-&vw6QhOcznnEQcXXw#t$QXsvb<`D7vXv1ExEPiJ2TWw&+B|`<9EMGQx2fv%u+e{ zEMAgwl=z$u0*_50i6na`QUbrc=XY8BUtZ>mkpRQ|9ud`UUZODV7VU#DF;5izqKoNuqf%q4uc z3@=i02b{ith0JXEipaqRkZ&)QbbVvdG!Xp*w-w3$!m}gj@3?;d`p0g$QR&Mt$$#hc z`?nhpNqNlIe-92SFDDiiaT+zcnf>&s>#r^xvR`{5suyn+8Ivulk)_E%A5S(K`QN)0 z8g6SSC@9ns#!AB`22%9podg+ge)_c-^)W_&nbAH7SD^nw%FGRz9g)~?R~tRB%K9gW zlB^3APs3^Of2G=_t3(uQWO72xeACslo(mP?E=u+Hdf6bW1CW7*_8<<@rxAK$7@v?n zr;x)Oad4nRn#&fx+l4r(c$uo%keuIjJwNm32 zm5%+}OH^dxpZT&}#8EHYE>d$yU1hj;{*#Dc(&k@%Oo^E?aTha#w-h8XhN7iWLg+{q z-?VfsSatQ=g+L6Sqnlgm2xtfBH7to{_Vy^X8_D6@cm>ra<*JafTn6L_3d~>*!Qedt z1=&q~bfFq8!*DN$MbW$n-+Dh;`7k=?9L zN%2VQpO$1BJad>kkntQ=`lR>r@}yLKz=6ihMd>`ryshomjsQ$9(uGKKnTiZJJ4P24 z6}_%(TDso+=fjPBh=uo<;(n}qumWq)R&_YdMUEgDnOV2K{ATm`ModWMxV$HNID2ey z`d-;y%y<&F&rrwuYC(_2(k=4ux5P+^DfB%0%6fV!S)`)PvCy`O^|1mC+=`k&J3A>W zXv0^zkp`)6%*UvPemLgphU$=oe~NVnUA*H@ZVCjFNg>Mg%Bfm~cRN@%-v*Yx{I-&=OhFYKi)bDrnbOPN8@A7T?m~uy7ku6A|&_o_NSHH{@W|c~i*7oh!2v^+HyhSm zy_yk>aXm>#YuSFa>t!j%iatMm-1@Kuzf<~g2wdJXVWN-h$oj-QMZos9^T|jIXxdD9DZkWZ)$`hTl4-zxAU^}q2i(=x{BY`D%Wr)*Qbm`5-L}NFS8V62!EKsdT=s6-;Mv9CWhIYNuagzt53Ve9%rlaq7 z@^6-laM*KZ{I!x*+oj~B4}X&VFAGZO0xkT4vzGlfgZ&kVfTn;il-(_V>uz03-m=f; zcJ#GwiRDnpg*?QVPrH>(>0%3AJct_Si;RhhVKEub ztllc9p(-?pRBLdn!Gl@&MwV9WhhXi2Nzm_@cP90-k)D+OYcGfgD(^Nm!>89-pKE0o zrKxGAV2nKHWzCUmUwaYM!c8g2h>GGDPIk`J*9&DuAZ0~j=vBL~&JUN1MgZfgHskQ; zXPV?o%2=8C0v;V8Ndx3zOj7=2XJ-Sq!LODro5~1?Ti6&TxS68cSpHw9^NIDro#RI% zWbh^EP{mP%JOi!1b9@B9E(((G6+n*XY$;;6VEE}cox)|4&P|I+e0%_ghubXlrz=dd z-}T|h@;!HQc5tYy15_;P=urdYJ#~NP%nx#t(9_W^d3Q`ts{^5&@)}J~SkZ{(#C))n ziTS>yMU*T^1DCqGWA>wrI)B+jWmZ>69Xt-|Wj4Q_Z8?%e@%qL>DT(T^8*c_;ED!hvDr7fS-uf>H0^Pmwu?!eGY!rV>4B)=MFii? z*>ag-AHEt8aWNTZ(QAIdeb~#2I9m?ei@QYnOj38_&R@bMg@5D+9N6NOU!)xhw}(Df z+-SKYwynTZ4Bm^SOs zev?Gijg|NROlDmW)UZ)9^ueR@+NBbrq0y1U5!sK2Csw1n=WrwFI!_*p?L_u1jJ>YY zs+pmLoDRkih}lhP$5kht9Od4n>0V8LKZPyqg#qTeB4CO}$Ht1p0S;%-O#zvH=Drl< zKN!e=qzk{D&=awI8IAu|4aQggSH?+<%xg4ChAfLMc(%eM3Z0@d*U*UPDa7)9gwF>( z^amCSa!S~RUZY#TydI!<{gZoIGG2eJacz8^l$vU_nyHHAFPxB&kiPX1f4~?mbK*fb zahR&QJJC0T_crLFcqm>nzwQ#`B!#K`T|YdBjQ)}z+H%~UBm;a`t#KP3Eo#jI6Jy-csa^w$?)D)x0w7lu zaJPlOf6D3TF#Rhg*n@-FzqJ1MJaJCxy$dS~)r(LiE|Gjve(ezkIID)M5MaqZeD!aQ z*DC*4DR9|*u@~sr+%(Mv?^&Z`(K>-_0-tZ30~XkVcm7|L#%J;xUp{L9%^Un9yI)92 zONXEnvIm%(nQhs+E86{lUdpe1KY~ESEj_q+ZZjO)VBTWjajyOr^MS|mx}UC9z^f{> zdA`yWh17R3I4T1`*E-L%dHZr827DZ)jQv@x*MnY%`2tO32Y2J!zbEs!-#J->U-`H! zJ-yi{bljm7A3u@O+zy0TqFpIk!gnl1sFB zM@1;_qMh2tg+&?{GPoK$Jha?98!nUc<1u(HYoWW;)Jso7Sfp_wwFFgx7ZOIqt0EyG z(ObsTsvb9?H$GlsW>kS5BAUclb%vU@UZytHiw1Td3+ryF%u=Xgn1rBKg+L(jJ&6ek zkhxliK-IFT%$iE+%|!R?$1H@7o$-N+K)Oj0 zD)?3G2lrT@idD^6(2+V|iK)7xW!@BwMF2OR*k{QI+}t|T-K+ae3Q-m^{rgKf9H0}x zcan0NPlj6)VZQvXmpICCo^JO^CW+_n8JXYwqYVw>%+|sT#W+Hcrk&W(9x4j)Sj!EFja%^~UgR ziHy^EqrPUGN6H^@PP(%L3Ir6CmgjeyVvS;7)G-M{nyO-sOb8<=tzXs8UhVJLe*&Aa zUfDqrQb?p{&=e5C2Vx*;;j_Ehjk&?avC^0yVAPTGTgJe|y9yphfesZNA^RZFLZ99) zrpSU>xe9>QSOKmwsrTJ+G=55oJj69vO#<5`E$PybBPSpP^N@|$iPGL4Dj^oeR)v<{ zW4N|zXAX{JLGuJ@=j>6~S;k2w}P z8U;}~|9tShdL87B{5vLoY?v=AQ5C)e;?(RqUnl~BCNzukPN!Lx62n)&%47t*)&lo|7sA_pm)#n$g393~3;JuDqbq{lS)P zW3<|RMq8sK1WX)5;qHyUmgB+DxZg1;GdcaUeaW7u4dIyB&WaT$%BNkN>r%m^w>2OW zmoJIZ6>bg|*A#O1BHXp_<$~}zC_nJz$&)^}a200YVfz`=(&7AHkI*a>7PdL#X0){N z_&pwny#^c0EOhs1+Btg5yL0diJqYvb;9H8(jTcsivEXpcBt<4iO@I=Xs8q|6ju^Z< zzke0$Q8g;dv;SHFm}mDs78wV@Y0;T=QNL%xo^Dgknw87`tfqN2JhH5m4=L(s;&->Y zIlpiK8}JaiBGJTvZOwbR6(bJX?@KrAk!a%2U#-2Ec!gdSGu*@Ant(e~@yhk8$Rp9G zCvza~48)-kxv{qA$;!>`@`>s837z(72hO~8xhwpojw^0vz>61g))27B@H@;$2!BXI z6qAgfIP6?YxE&;b38tMN6ExH_YZ!D_y+;+hewAk5hdqpNq$35_SpRFq_?e(UK_tB2 zSy1p6`cB_ZP38xQ1q_@oOv1v)Vk6Jt?lPSmo*gAS1xaEw7GRlwbnmv!?Rs@L0i9+C)Neo8D$Xc~N?Y`3@%Uws5FSye$E+Q=D)Ua=(TnT@J#k`U;xZjs z;a~YRPrjo;Vd=qN-!fEq{63_KEkliu^;eAiTgblYzNytJ3`GXQ3j*Z1`c0aym;Nx! zWq8nLr88n^3ud*z_%9rCB~e?0a5!c&wOaO^qGK3@Ly+9wjVk>{$ty1A)XPx5H#I)~ z(#hS%rZk|>GLN(#54u{HfvT|PeH7F(bu7z65Mlx@V(z?qvLiAgbqnyKrH!ej;-Bpp zYbh#H02#O+8luG`dJ{aYwXjkKe7@C}v0|2FPhWxS{2n30sF${ih6X)o%mHK*lSV(} z4ej$VPGRq+lInVBWTGl*zYK0T?1XFzT=3ia&cFum5r?ct94r-lr&Vr!m>S0AyYMR zWp0OrqS+?Q3?LrznJ!3FT<8nZI7tgp#X!s1+=?2BRw4&dvl?xJVF-fx6?oAogBr+)`a3)eHyoeK6b%9j*cvH+jbbf0#|96Bg#a?yqU)5K zWYnjYdUr3g&v37UADO)08TLc|Leu|oSuqi&tpU$jEN8h!zP2ygC-$(Jv-KIxMgW*~ zUbO0AxFh_5cLbdnCWQkYxEkd;3~8|#`1ovhiCPdx%8;(@^~Evz#LzkM|AfT3G8(C5 zgVjjnv1I;=JS<-K(#XDmkz3G|!0LmotgcE}T55yTxRZK57=x826M7#Q$xJ?3A>W^D&>@T_}*zXIKCNl@k!CG#&l5ehfUbA+%ahCW&z*pnao1yw*_X=%CCd$~hBU zhz#XxW91J3 z5O2ZaeTy$+s)!HbV%m7h$!16AGxPrqiy}NG$hjXOC*@ z+~!aos=P4x7F1tK?+sU81kgx=#MRK)(VU$Mc|XGckOt?chcZ=zsvzq!m&9$?y5pFb zy5s12G&`4zI=pitF}NBo#|(jO^>q@i!;x$f-FRdYulwJyki5T!+2448euSRLj3d=* zfo6-()}*;(u9^AEFjdOe7~6qT=17>Sh8J1@0=o#4R? z-!AJxioafJoq{qo22>L?_1c2f{8xWl>gzgCP$-MNM!~5eu1pvLY4R4(YBc~}2>rHj zxM(7TK>&S{Jj6s3kDEnr^X;8KN5OCr=7`sQj%fh6sFW zF??mzgwd7cmiDzHm5RgPRgUnpg-E&UsU^;bi_M-a$YI}bv|aFMv^HL$cW-BJXz%{I zwYZ~EfBuwm_3E4Xs*)qM{*-&`iEYYkm%lCZ9WyG--K5-HVxd_bCYf!>w)uQh1M)Q@0hf!Z6unjT5?{BxAmQ5 zAwRwIox^nTqoywm+@A%r+pct08@PNKO8+#6bttn6Ci!H)p4Y6Un4QSe8xIG1Fi*&o zx-{|*xcjB~c3@wBqDMc@RClT)cd&AorFUIe4Bp|e8pJN9nXB8qQSi-j^yz}%GnY%?;cAWlX==DT5OHQMe3s{Yq`v< z4Yg+rQ-yZ((xsVns0=|uK0_QUx5{ObeAKvP z7s{;Yvd)w8A?$@rgG%NB`~IG*C_Vwfa^i5creWi;CjE9I{$~2b8l-Z-eQKEa0PPyv zc;~aubl%7LOISdoHsrwQlSnGl;z>|%=;bnJ6;Y83r-zoO*$SUsl23;=VPk*oLZA{K zP1CU_F7&)oX6A=a#o}|CfEV_`909E{&kfPHV3BkEJ|&&gI)O?JTcE6~-E4iTltNdJ-(Nk^u_)$8`>#2lniot5d%_@F6GS_USSWSvFm21%o z3Y5|Aj^HFzbOSBYCL5!kfYp}(s#&rH(98`9x`n4orj37YMRZc&7m`!?(zxW8RlJLG z8R(bhSaDo+Q$#b`w*=^yW^Ekj5;juxa`JQvjC_$-=n;&EFE{>f>-BRqE9C6>DN-%AFcTzMg`PtF1z~@%;v93H%5c- zBBNfNJJFOJaiA;Lkw>agpX`&c$AqNK{h+K^>L3r%XyrbfUT^Rr3Ke5EsS2EXe!j** zXdd%-SM}32v5icPl=)5^&Dh3;wX1&8q=ov2lg>R3czKTl_1T#2@Zx&4jG&k?RaVi& z#`lk>RU;nB_Vu97&V*Wm`C%_5j4s(1|3BfNh73`8K=yhp>C~~35`~m~QRv45)A5t;#mA!sQPw||&1H&TybO8fWEfgKr)|TP zy!2Egq1I<6udjxJ{+Oxs18+)T0qgP)n|mpJ$xNZSsuI?1TGVG-9P#FjT8TMt7LS`k zo=R}N5EPBlU!wYAhiJ9R@yK{Eew%fT#VJ|s;_I_D9ta70)iEkd)A$rIKvgeeCCY;q zwO=(txtRBqoTyccJDZgg`2?9-%-lx(gtT;Ykzl}G3)%3XrT<~iJ4WWpqq+jrvHHX} zlD?>`ZR~%=RuSH;i?piS_xoC}%?*aMFRmL^QRw*v= zFoFlf7{f`&YLAxpb0XFw!qh0ih}U*7bkyZjgDCE{GKAENwJRM5^mqE)Vb?WN6QOCU z7T9I3ky!OXa3Xk*{j;ht{t2H*Sg-t}uS}qr1$o`0sA;t0&HUn6psg)wS-SzG2X(*I zXbOv8KfCf}awDrX2h9ki>IaM2_}dyFLj^ZC17t%WbU{Ot>Q;tMb5ED+Vc>MuG!R>W zG*kp)VinqH^NAI5#7<_4~2c(iYgm3LVd}EU)8yIIe|J_dIoyI$Qv_=eAo!4DaxXV$DnuO&XN z>0zicL=84%ePK$8n-)o)B5&Y9_y4Z-UC=B5MxQ?;9q){{!^k?3=@);g;o&Lu{hd`Q zmyssLH&{X^VWb907)B2=)AM?7+4(R^B5`azmzRo)>Hx^hQr6!9sdo{QZ9Fgg$Tt|l zn9q<9M9=PIX$za4ctyd(0H7`KgAr~y$5U=jUR!`GWy<_3Ca4SbW1)=sKAKcHPTxkw zq5WrGI*rA&LVlsqs218vX(BtqRUqlDt=IWBz5CrP|V<}KUD=n-bU)uJZv0U(0kng zHkz&&S|EOz2`l{;@?#5*=vaV~_M&1{a@4>-m0<#0C#Hae5S?@393e6}(ivda;FambQV-wmkTU&!S z!;DidniUr;b_c!+3s0ILt1DqpySbtgK-wpXi7yyCk;+ z(3Kf*P3Guf5j0T5PR2mE9O4W5o`>{RvAfK6R)-m{4Z8AMmP5X28jla#zILZ@PgpRv z4Y7OGgZV}^Z!-`2roOO%`ZMe2d;gUS))o#noPKhv{L%xZTjgrxi5Z{cOrml> z&LtG0*Z=^;P_5qlcynxMi|0`w0QzkXJ2wZ{A@+S<=ndqDR0&6INutKjCgnrcqy1ib z+BdY$UXho}bQ}})@DR$FnC|@dtV1Tru(lxn{05sSD*iHDRgO|PW}ZJzc&|~5aP>yS zd+H~8nD7pn{s1f&C@5Iw2-htSL}ph$l_=4hxwn@=;p7bpD-)0Tg`4$dMAAMQdQ38P znnjr8FVh+yvk7Aw;^(prlLy&9+*jjT1vXbg5n*QyJ}?2Yv;!l`iXC*;E6o<+%V4wC zcht7<+>$jJ?1@0nzz4oDKd379_@C>1mkBjl4X$`aVq!U=;*x~kteDm3u)WL}J{T)X zS-nBBl;kWudz^N#R=dFTKi#g*moh2>KHp)cV{~@JGxlFfz8bBGoLkG*usxcl9NCBv zmT2!B%7CX56!PL?vfFkw>)6-K?pSyK+IHji*tW0v(vRA8=!o&;y4&-XyvNasUGVnL zifm^t4h~6_3S9nga&q&NrP}ker7|izbF?wi4u+Gf>q)5G zHdj(LZvFd_h#;l$Hl7=%1t8cjllV1Y*5jaqO6xO|C%xPVDKqSTIfphl-(*2IDapwU z$ghv65rx(Ptsq9Sj7sU`TkEScu`2z!{sTlH{E3F%@)JIhLkzS^js!#W8A4Y59IXnOr>NoHl?^)q^O)o_9!R}K;jX|cp9p3(cz1zF5L zb{l4v^ADj(1WL^(b}X8PGdFq43fBjf5#3EGWxQE`M;CtN8^fkvVJ5hik(h|WEB&WI z6PeNq$u2;uMJa^uI0W`g9S%$>No7aCymW{)E{pg|ceQAX!|cOD*r}`J7?V7rHQAQm z>~m>7vL~3bEOv8SeV5H!f>l*$X7-M3U6`bStk_D2-m~^k0;679i(%ZY`R4@Y_}PhB zQmYs%=AH+<>}`{3It-i*SF&B!wTJ+DoR#W#idj^DqNAFrG zEl}RE@ahP#AW9hHWa-{SqzT;@N*#zR`4*I7hL-LZAVKn^kWLC_Zeo%Pl*y>^IZRt( zb}d!cB-!qL;d%?Ic=5R7N8UrBeYM&mB8K*7w)RD>C*g9utR0T#j0BvyBXvQc)k1F_ zzgmhv1s>`rHhboqyvEDh}lDOIZYsV6zq* zII;1KBI+%3&~Xn#>$NuLFSG}m#o>|%q4j+Q#rCc~kw`mdu6{0+9auYVcs~B)X?I>d zLOgD$qS1t;X40* zuVx?NkLWu%K3IFI9kUh2U)AGbikq`*q*MN(24Y8Q2s)QhxTL%D^}HL_MwrizGb=6+ z64=cm=XX0JC^DKd*@JoTQX4b$%LSjkjGLJwek{`b1}@Eu4ksr|>mk^gEI2I$gQs!S z^eSy%)&)ex&o^+^vdlR zak!DD^1mI1G#{j5_CVAZ-#}H^@+6tL$>~)Y6P)eic4`P^&W~nsq?l_8zTBpXq?4A~ zz4;Wz%A{;xLt|XOw^`ZdMJa_o9}FNFn(#=DWg~vGCIM-bM*f zLuNUTEMxytqrnbEC$PY}WB9HoMXLCl11b$Ka(}#3k(BtvJlsi=^do7!8q)g5HMs zo|UATMuol|DYa-RYSX09yJxUZyd00N$k9GgCFecm9S1c$ayw+8%nm9N9Xb;OePIu> zgz^9*TF!PMzsF#w&@;w*JF14DPlMi|EzXmQ)$%&{MXKAcsZdL%n8zaSM8*MlL;}0k zlI@v?y|jeJF+y{O=x7OTyS*=r<|#|L>xs7fC|a6w|4q-PeMjy_Qsg7pyemHzHGzBK zL5=|ssf{l+S$xb$`>9Mj6(u*E4g$5E=cO{>dCwf8eV`pU|FxLTNHSwBDlDct zRG@8EjYQ{BUVnWM)sn=KB0joKjjLYxYfEFUmR)G{_q!ptKzQP2dee$dEYoIL;Z#kQ z!uV!*mL$cu#b{b0qTdAg1O{${^o)sGH}$*xw68g3)xABO%}x!WiJS^aO`(7L+1$}T zu5tzImj|{KVRE7#G`A}stkj-n4kl8)lH$>{)x@Lbs_`wJ!8*_dBlR1r>uuVyRzX;cmMlztmn$0S%48D^U3KOCG%^O*S`kTk`+PA{**1c zV%>$n<0zc)X3eTtWtfM)U@M7r`{7QT#f7wpUBb$ z+3niXceytM8Z0;ds^a|-K;8}rGc&l7czjAwF^|;MisCvbqja6Or>#H0un7sUPY6TI zfHonqvoijI4%3ah!O9e6(`VRa?2YfBXK zsGjg&35$ zSyV#MJ$sUMT?VOEr2FTY6qX&y?#9%!-H*bxg}MrB%5Rxu>+0!rAis_~3;3K@mWq3d zw0I2$Quv2o{OuZF#aF8~%ewlq{N=oRWf}6p@LL7!JY!5ctwifF(3uHHw<#-d@#iWl zgB;HnElamGG2sx;K8xmxM#Xxp;y3F*)xj|!^A zBD%F5a<*w4cuP!Cm2xItvl#OTBCT9gSK{ES$yK;D8}r*b2d`G;4V{I3l)XΞa?9 zex^DaiUEFD{lSowMuO5%$4jx2(yShYL$L>G1K>ISu@~E=_3ue(6rhP=Vu)$B3k}p@ zTzM)smyTF^+Z(ank|V-o_0=^5%((9v7JTh5EpOFQCvBJ;qnJ@I>fq?BkyU8BaP4+K2qzXZr=6Vx zsUrri%3<}?(mkBwyMg`*7MmW*g2&lx#q-pP9v9Bfi)peh?~JlOMAtUn46A}@_TnaV zv$dp;j4^Jkv_}7|EalQIq8%rJ9XWv@95*bl-?nPqsRY*&3BjkYVpMy>G-ee?LJT8S zh!{(etFFUSP-l~1{5y@<`Si3a4`%9IZkiu$xZ1U^h!v90H7df;#lvCt>+E`hgrjG{ zrJ2S+#9NL9&%ck+NGiz;R_d|<#v?MR%qA;_cW3JLPNS?6bQP-dXC}y|yIy#1`+!xM zzNyKVU@;7iN`Dd>C#03JeLi!jaA`ZCt8iZo6Xyq`fV}z6J+q$;;*PV&Pi-L121|3d z6e(rt>j&!mH3+}U%q1t;?lTQR0?b>-tMz;3$)%h+w9ZdfTj%^dtt=!?HP));&U-w? zCrP5wojl~rp6>j@F0Q*(o4Oo`iz=Eqo9Ds1{XWp4?3P#mv>x)IYe`Zja(EyW=lX+4 zzDCvUAFHyx2vw<1M(v~T_GdI|wW)76^Ousj=ymohI5ohZdW+o6(PS&-PQRHCo|K$Aow-+G@C_Wmb5Vl zU4|+!bZn!rB%ojTxtw=naJ7b_UD8CQfv;{=dP+`_EJrpe@ql^#>8WMhUj2!zV#M)x z9HywLHhot&9lN=R-{s2iK@^kDA>vgujpj9v8f$b#z4blgF(??>-t{hfssuLuIEB`ab=Utp{f_m1JA% zmaVQ_#9O*B;@aJ;^6YdpA+0}ISUkpf(y7^9r&9R}o=@dEUr{Zm5K?`l#G1qdO*${H z^@+r{R}rlLnAGNM14Iha4k!ejWGZSaSPKg(K8R=SN-> zQ7yA%RQoZk{OqnDA=kTpI@urAQj}C;AmkT%=fUW9h;Pcpfm-Ia(>^t{7Ov+hg|?SV zqS6^jGqQC`*|^ypxB5m~c}~#7;exvR>Ljl>33qfJuvz2=L<^q!>53(As*3d&>;u`n zJU07T$4i~IRr}7f83CGp@1%8y^PGXGY}~}G6NG_+?YYTNw-`}up>U?Yzc^>{lwrRH zN3)VxmEoovADz7l`;K1s`q_ghlRwQHqFu!c?z<@C zyet=XiGt^K)};wog$IA~CfZ(NiA}CXi+JW26i%D?85+Us4yL$s?BO1vyuzztp(M@m zQqICLSARo%m!6fp?4uljxUc#Wo)>qr=(K zRx`vOgY>^PT1|T4uXP~H&F3+7BJo?i@k*yFso|EExByX!b9y6nJL7cfntH!71iiQl zf0_~~59v&a_JyMho?UsIGVH=4cZ4qyCsKKLQXd!?-d$|gL%|s$1rR*S?flf7+$U6a5G;(n* zZCWYK$btF^X_%hIll{5T6|&_AGI;A7+3JUbkwqWJmR-{isx-@oN^|aIyq* zuC!ycW9{y&W)4kV6osM$2t(6|TDg2#bxzeIW7m{Y3MsG2T9X_T$BaXX?7Z_928F@g z$Wc`_iko_eB}V$~V^Vyibj`??FfQp{6EH`yZv^GyJ3Bc;mwC@Jq`Xk5kU+5WEl zo2q4?Qg-&Ql^|9r#pHzB28xh9tMG!Fs8+Rj`fr;qCNrg?>f<}%?>IH*sp3a3>&|Nz z#6ap3#40G65NpA9`6ro0T}1PRvm0{1bV;8{Wk1IxVB%llvU34=og)9#_NjPwk3}A3 zp$Ml+z|XWyrts<6NEAPTM&*Ezb7m-(Gp#FqU}B@bF;7k z5+WY$iCGp?$KQ7R(@aNYx72_tS%nYgaT>smD!NbgM48^p~mbE<<5fDW@W z4av*K1=jYiXdO@K6M?HBwuVNT1XatIuGylq89+?y1n8A@LOG?WuU3APtyv9-Uni0z zU@faxa&PQ1Ng`5H1N-BkbePf|3pd=k?u+iZ&in4Uo@SLkGj2}P zMj5wowd~V#9~8PAU;;r|Bfo}M+SWEz#9&8$3zhn^fBTU78GJ&SJC)zn z*ui-md3H|jsY+yXMH2|4gc(fROj<-nEwU&_9p_hd2Ql4tKkx)!515@@@KCljl4jPi z2YgM%1br4FpYLR9w>7C^lO*AIw`ba^b26Zu;3TS}nRS-d{5exfQKxzz#p`=30QRO0 zTtVM_IxEMe;h~?eF0+8~f4<~);^XY+nWbX`e=SI*O}sp zSCgGkt*y7m04sDV$z|VV!8AF&S*F_G%Vi%+0FQJ3lcd@N;wEAPC?rqhIQB7aX zO;Oy|adZO8x+DfdMo}FTad@7YHpS#fBYPi(NZswd4bS$flG{OA_JK`H7;)rkVGJ$i zLW;{WVn~kV83uGGi(+ASv$HPtFgwsyDZ*#w3e0!|Q#jKQ8Ls{Uez*xE za6)Fucdak(d0aAeQFGF_`A>j-X9&~_(W&(BcV(-jnolb;%$$w}GCgBE3<;y}is~}( zjYK#k8u0JD&-RNdG`YxP^=fD$j56Wt$n-c=o>|%YfyvsjV%?+RE_Hhhcj2y-|ze1iMK%#rr}P-6);%P zNFu|0aPPNyB9!mZem{8ZMH{u8xXD}G*?fAT>kps^LcA zN(kKEh@4;S-M|;*%F3m2#|-(kbT&@x;q@DpxEhF{R6f)Gdznw^s7LDPtLBEvE#WA` zaUK*!V^QSq4kbbMuRAy_&outm0u$Hs{7mCf9mBQ4wEAtYvtqBK!)3#`_KX&aNkCAS z{Zs0lJ32cGvnJe%zA*f%PjT<4+tGoShfvdbPG;mYE(+F*J<`bCCQ4akHi+`tvS4>+ zdVO^*tlor<*!8>R+S;x97nm83qbpy1nHKo^UD~WkP}(f=f0_BFKDN%y6RELiwvYE%PtRi7OBnh^BZ$lE)c@`-`dC@bPAX zI>IQ7G1elc@}Q8@<40#~Y6y4iB4|#A%cN~@4<-BRq7Sn}W1pX^DNIb7qV|8Hhf!iu)0^QV`u%lS z7gr{jc#39FaDESdWQMknMgH$&)P2UZN>Fz%vo$kFoo(-Ch%vlW)2`y$;n=5Av+S7X zIo~?$p`6)@-P3Z;3#RK0gg4|ha4)(f(&tHMLEaF??rFP3O5tgZJ~~DHEkprU4tPWXJqGj~d$BtFrL8{Dg_{+01(oO-n$vr~eS$NoK$A9@eR!ztscED1NU%8axWLtHA7Q zBs5u=c}g@563clIW<@$ky)|(w%3*$1%*M98S!OOH1C>g436)B8EaFN|>2xXdXa;;= z6qH9&IU!}d<}5{&#j;^blaW{JJ5;P$1#+NcmQjdAZc4Y9BpVids9?0wD5D856!fz*+l*{0?X+6hdm<;If zpxZs)L&UF*3D|7u*@lCXL%**WSTe8wHhKTAw8zPe~#a_(-kp0i_YS)G^N0^`KDZo zi!jncBP9k9(jwd2lfRTtQPDWnNyUE+4JLN|5@)e_puxeXZxwJIymnv>bPOC_%6qmH<;G{T6VYvD9-|Fqji}Z?$ZJaO~ z9g#3zwQMQ)N5W9Cw%kvr^|q&Q1)VD8X?3$!ODA#58%ikGIUgSP<~pNB(R7srht<~) zn_IAe0aYeORTu;kD<;12oW-G?#zk)dK3%$FpjNs)!E*YyIG`huiC~&Xi!-}M(Y_@>qBYvcUZ^ra~lvwr1Bs4}^92yU6< z@qLBLJz?~RGnv26o^eBV$0DI)4&(<3o5y7)*NvIAE`<;7Gc5JJiH*nzji4Q2424@9 zAJ|RAAL7W=i;fqc=P0SvF%%Y#vDlp$Wx^bzw&^^jS5yB|(7sI=LO8-KZ;A`lZBn^` z1U`J^)v03Y@&(^4eC@u8MJ~4g2)&vbg@MwP4U5U9D15d^8|FB+&}W10?;WYbC7nG` zr}_ACjsqNUuu-mQLE@q}4!mJ6RE~}wrgU;)(F^@d2i103IjPN!CuAib!05QydLoH{ zdwOWEN)s_qovRHG&Klw`uMbRUxw$o4AJCKVt9YF5IYEYk3aQPnmuf_z;W)qlzGsH| z{fgfvxOke`kDF_M=9rfTG3Tn$Yhh)vTkYs|w0E6z*qVnSxX-Q6-Kl4XpRus!D}fiD z1vC7Peo&xmJLP&R*4ED{{f5<}Sq=L!8sxNy>Y(Yek@@{Xudo17)!fs#+xIXl_ofE` z4NIbhS<5-@epSZDhtbSFZ7i0LecSK}f3r&5qe%&m^9BRm*R9Ox^zvX=!>NX~p*I^FQ@EVjG1M1Fro1FNq6BWi7r`TCCn&cBnoX;ALs&y2S3+K=pDH4+Uoy|OD>IV}Y8`U_T zl$K61vljjzK)+=FlOz~g5yMX13y_VXYyzq9$+7ightJ=-+ zE8b%~PdmE~QDFO06ik=M^iAjo+o)As$kr_`CiSxAX(a&_lV_x}w(+mr;=-zz3*;Sy zr|z_GQ(_K~ni}hpH$t6PA-SH4sjj^h0_fBO{5%J31@oagiGS>IUZ;4pLhyLWWmBAu zk_)EQY4>2~RGcFe%aTu4R)lG&vV>KO+BON>Sz1`*QS3q)=yLn{X^Mk zT}$YCWs&_wRyuKCT&-@MHydB}es6O+bk(*{U_|IGy=w)b=Wz0ptziH_4HS*E8Li%4 z$TYjFRW8XIdKwPYt5Zu|h#lEBHcma@$XC5llMp4c$h-bBrcxY-BU7Wn!V=WCH)5p4 zXw_(wxSi{^@IWo2BjttGN#=;hP}a0`RpZJrfx%pYKVTkL^v)nG}S=`4B zsO^>UvrS$nCM!~RFjn)s)X*)Iip4hGN-9FRTz8dis(_s4v=VLmLsRwX_^tA-OT zD9=u$&xA=lPuccoJLp3@`q-Q4E52JF5($s@9ehIhDpx~31!k)JgH&Q;C7)ZCmu0Fm zB#(2niw0WM>;y<&Wt#?Q>okt}q^d&`^X98lUAE)uFIjOUh;5Fl43sVr$vVQxR!#>M zKOpS|^yzUSc&=r28b5Kx>9{?@qn+vVTJ-5J-|IVhpwuX1D8{EnRka1YdI!!!*GfEmt``Ne4pTHS z#{U&rdiGW;O8aVC^tCfi%*=f6{_N7|s=okdb?HSP`ZH9k!}Ip@E#F%P{<0nigN(2^ zYcA4|V}#9Ei3{|hb7@*8KI;i3PW3JwKz}WaAhF%8v};ak^RrH>j^GPMX;0HG$B>BcBrbhCO*{wsb6yRjpzJgi@o!<&X*6!Y z!=EFt=ly?deRWt>-S#!MsGy>tq$u6p2q@Cs9m)ZurCU%iXgI{75h-cu1`&~#?vid$ z8VP^%0PlP6{hn|AnBrMYlPd)?5~tS@HcCdE7Z3I<|4ivk`T?8M%uokmgR3}_-@ZS@{|anq;2 zmviHI6Ws8OB% zAI-@S=rydKYu39c+2?YUuD3uoAFd~d)~2^@VX`+CXly~Es8T04GU%EKul7fbpEq378TowY!rKj z(9zuMq#0Du&a%|b6Fa_JV#R;4mad9Z-~Kp_`Q;4S><6JMWFKcjAq5GAzt{AR;|gv6 ztye+?JV9{=c}o^gB0BeO?UXQ-@b!DU$7wtYEXp1jc5uw-Vr!u)ZCx{a|CV31BUGGu zAi8VYPLShy_m{S=o$YwMd-UPa`Jj4%b2I0&9T|x!@1(Xex+-XE6!M+5EKdt z;_4I@h>);I-LEH`CF-a)n=gDiN@m?}i144skv0{1`fh&P6h7W% zUd~86o&uz0O~q27kJQ|p(8mU#EZ{T-01-}&q{DzhpUS49Ve_)05j?#{rmsm?gz+X;bzv~YtGg*yBnyg#Qyl}86`MPIWUAh8?3A|SZ599Gk zvSq9bZ40qI))uOl_#<2vulE_){NeFf=p6B@s&&C8cc~10X!W2x!P9NTyFi*5sPiBW zZX44^WAH36-JwTd=W9c<@eA_*-LKY?gGH5*2pv zTKrOFm8-zKgI3vIsPuqZoIdx9-s}zaU~Z^@^>4O%Dr=1zChcVc(S|Sn8>iQgsk-Jr`E=G z<;)z)B(SNHCI2XFmZuY2!7ecg?zzRQXQ+FGU~|(d(NU{tV%L>aeKVlf;N+2;sLosO zshUpdO5$Ky4DZW)cRryUi{a>bcrtd~(O!{pizCy+N3*iDGQ4lXbaVQbY|1NfB^SY7 z^jemCjv;&-FjSowsg;%5w2o_mtruSFPF;QS)@Sh`n1@G)uq*j-fA^L_3950|$2ba2 zne0BmK04o;ah8y6^|o!b<(3zYKmKZ#iVtBwleu1M(zCV<@sZD#Pe(p0Vo`kgAh=OC{Q3bkk0|D4H|6^U#0PDm+Bv*^kVONiSB5V1qaQ zdF-3Mu=tsnWwOnw?yPzZ?o@NWoa9OUs#5Wqi)&@o#+|vN&p2_WF+?oJRMA3Nsb63` zStP-Vx5sre@>ad&nsaTHs?6fAmFr{s&iiY|jY6IB%5%h{Rb~=jFN*n;+n6O$WOoG= zmDof@>9Nw8h26eQGJ=A7TMTz%+2Y-^oo~6XV&gLj9v$GX|B^`vzNcsZ)@|<~X*#1I zhMjpna2_sRS+665v^+k)yItu?~z6>-Fae*qhP0DLOnU~h3R$v zq>)$ww^GnI3#O>p5o=c0)!y}qb-`vcCOsxHF=7UMjg-{xLQdJHR{C(VpsL#Q;^7rz zoNfBLu6s*HP6evus^IupWOJmZi<=i<$JJRc@3J8pitn_pCy5f%;b4o4)bphxbJD9^ zSo-eU)=&pv@yR?_$=kr{w%431GB-(Qt&NWlBBg;+>wL(LC znwc9J+u7`+v0K~N4&(cpva9M*wgW}^>t5q6A5qn`WRgM5wJ30{OvcO}4}JZLZ?kDV zzO*&$P|k{2o%l-zTzy(&Zik`}p%`nW)6l6BHO=UYJd9-7Z$39v>_D%#F>yHiyL0aO z@AtxnALchEe)tbj}_MjD&Bc@e6p`IReqRLkglkA zscl2;o}X`=RkXzd%aWz8IvNTmH0Ql};qjzB&$pGrm>RwOO3Ns|yq;K`P9eqqPEp=I zY8H%n2FUAB-d+AgzBE#XcZupYwx8e)VA*5rPK~1*E~)8E!XD*4@3z<@&YV8nxneIi zC)$(K7{kR+v%j5l<8O|UwX01V^L*YdS+17(djw)chggHD&NI8a z7Nh^kmYK(SNCXJiEN)FuwY8>ekl?GB>F}J#VJ7;n@Nd;!`qhgj1~|C zXr?Pkxh-o-?c7W=&J`E1MKSov_RF=mR%G3~c~8cj3_2a9pSvw;{G}S(#vb?5vF#>t zo_S+t*gBvz-QoO~uI}PL0=g~|#r=lW%kwl4WiEWy^)zU$!+-4N^S|3HElaHTrxw!w zigTJfiT34sh!PMuP{g7EY-TCR-S|=a^8NR2Cz5xx*zHz1Nc2x^3R4^d645kMP3%~d zE7)(XcW~o8L^KbP3)az}t!G<W@kfKg`=6>g5Z-g-*K$f3rZ%U??)~R@)A|#^)i7v7e8Y~X&g3NVxb6C*!G3j zsr%bU1fv+jgXzYHkKX3DX5sL_R(sLqxHwIJ0B+0%)d|3hMoketkw4Qfl zL*xz>I#B8VFInh}1v@)?<5Z9!BWSb6E32sZ^e=_87<_LWG)`dHm}^IYit7+2uo|En zGX!z#r@K<5X10f|P}y1~%@R~`^KRkK9x354-7yt74>FWK}TP4E`jw9CZ!otI&T8f%~ zza_L}?jMEX|NYVLqmJViuX%NVH7pPFT;;^ulk@>38?L=Y437BX(zSjz%SHlV=by@X zbEtBQE#H`pv1;C48JIY@F~dTCfBr)m?pZ^Hu}Po?jEf8m472=fY*46* zkB>iFSytv;Gg@k2UGH(Yq_-Z`?)LrKnSPAlK2-6+a|s?}t%7?=_YNDCRYV zzWLegfWsGbUSz={R{wK#qU0=b5)@u7!V1f*FI1J|YAI78V8uI>UxR zh^$38s)UTHD1Gl*Dl)Yht8~`M;hTI! z;PTtovkrHgAAb8Ek>QI2!R9Xwjs<)NXL!vlCCs7_S(alyXQh|&YgxGvR-L4d{W&^{ zT1pQguXa4#JlVN`=P=XPdZsyCC#QgMSTAJ?xFcHke#G%rXdCN9m~O-*KAx*k=G+f< z8#o>G{@0qkO@GAlC@L$H=hhsRr(^hI-M+)5OAn+o>{Pgy&$rG1k%iyzcbc@=2SD-{ z@3!7ldVd1o-ucfv9{{_v&A`)lO)sudt~fLZt)bbJpmmJ|#~O42`4uGxlyIU(?7C%A zlZw0K6$yvjCa&teXVlWsVd&R!j7tx$gxby|)RO!fu*oWuxcz#x*H=<)I2#QNb)hBW zFNb42e*5W##l{lh$Jb5=w7z4^ooZvGBF7VT`!qUKnD z&}v;gx5BCmG(sX2WE8m{N`v^SiX|FX6X|y38w@b7>7lc*7*Gd3PjO7Y`0!q0OXL{) z<9hOwD_-=w&lg7c5Y4u1VzJ>PC`|(6gIRgNg43GYeDd?~w*zA~k#?Mj&yeN8yjX|x z?8a?)jMtYbyWjUO;lAr;2*^HqHHHfpv#Xo=>^E%4HODFQU`N>4c>R*_B&4l)U}DM( zF-I9~#@NGI*JO23!Xu3D(gT<2K??Unk;LO#&jDgtYnOs=voCuAq{vNonyqkh<-vjshKV{ zifJ<$XFhDXw_!xq`C-H!@ra=48&#EU_rhk21BGs3xL`rYb2sLUKweBk%u=KXI{nL+ z?sT%PAg464buqWk*&>{W`|XOq`#i`-EnLL=bJf@N(w&wx@a>m*SoaRvV?HYi%VmEw zH~-C+4$+&t%Fyxjk%fbbF+#-91MXsfiCUUE5{EJdEFSkKC1< zh_fWAByDrsUJ(8p1TqlO$82_YAz`Ris1Tsax~-9dKsHNMjSd{5?*`0ICJ&$n9KCCb zkV#&2QG=sh$dW3)Vn7P>UP5?u4G$k|>b16)-&372DmNWjPt4jq63O2W_rON)%)!Ob zf!@HC2~*VCmF?2$1u7n1HXkVxp&k3P=DA##13hO@uexDd4t28NpuxL)ITL-c6Ti(Rw zdfljqz`SxBv8F@aF`C@uIw~h2FZQMYvNoJ4Qtj3Wjqzm(O|J}X+gN-K#l%}e z`eWR$Twmr0GR)SZ4a}0x6Rj6FuZZt*8@PK5$3=7NYujw~2E#4GxuCVCM8P|f3NHhn zP!=JLsN%_fH(X;lw4a%4tgi1SH(ODp87L9Ipyz_UQq z`_%fjJGLdcp#f_T8AbNWx=L;D`7FQu$eqtN^D|=)S>)hjS2}C$W73<~Q>HC~J@{+Y z>DDag%EKqx+ipC;0&>MKkB|ce*y8ISY^Ao_#w%nT{%(d~O2ybMFg*?FRE#W>!p_zu zf7f?JY103Yf`y@baULJW;Tc@%+3D%Vo^&O{ql3Ntr*#*be*9qEaxyp1vYYRC1o{co zWTO7T0MGC3O;L!`&p(q(20#0G{pr*C#N_6oVn$M3Z}TAQ`Q6yS^;*RC_ZiACe`!lH zVk@Wb=iMbU3HuM160fvd2u9wIvvN=Dxov`Vx5VvFB{#9df>T{LPItLdx{&p#*7e5X zT;0$gC9?GPjM*9f(&jWK{eKhGEhdb#3Tp2(4sor9jtaU{%eY<(d%rttRH3TvP_Z`t z%+Ex7k;u7%tL2Z!L;8xB2SU8sThFoL889&9^%lufqPeW%wVh|e*TMK}y616lABa6E zous9u*|`qYOBM{Qs`pa0?R!<$f$+SqK1D%984U*BeOIv%koig62HWx5HrGmP_SA18 zJ&h=jR?eL^x#~~kVeI>2_2TPIcT}BLXVbJbEl0l#o4pME+B({`>|G%F2DvK4lDPJw zX}m~ceaD=}u{unNi4K!O<%u?uJnls*CLbHBZR@UDl1*Z=ujQC3LD3owPmF4$0XR38 zRitx(xr4;xz&cMen-vJ7c=o14Qw$mcad1^!i0cjx+(3jNt`)Xxu&w!QTcH*!MXSWJ zi1=*AF^}38L3%}^1DK9NG>_N2V^|4@<2kA(evo^|3-D`*fQ1YAhUW6Kc$a(^q(6)SAciYC=XV z%vuRT4HK-yR_|k4#mY~BJtY);A@rWxuUD892_8p#KrxF&>$<&cVp;bVD-@We`ib_Z zL*@D$E`K_kY6G~8-G+%7ih6v~#N?Qk32Kh&{MZZiOZ8@TG5O{J(W*|mTIOzL79!5| zE&RmVzok+PXlc9eiqnxY^sR?hju>=p(T-y09H?;0x#(t1+{B4-$a?aP%8!FzGW2OT zw-_Dks2&>z#^n%w8z7#xSc2e;N@?-*+SK zhFMRy`W*8`>5C_SD|hUOX1zP>{?53TJr16Ub zcq^?={0(ZVZfo~vU$)0KDcU({mJHUAwwq@LQtJGXa_UA5mORfuWNT@zT4(#Vj+K60 z%BwJPQ#Z|S{OW~|WcjOgYyJBUiFW?Ok0$xIm&a+gvkt|6XepEPr5^QXaecQc@y~Djgi_y-dUCEX1MAWx?eA28Q2{dN9RZ5fPar(vgv^mC=mGG8F zRezriH+-(PQj8j5A{=-9I#TE?qr6c}sa<$)gpNn6UtB>qVv}G;B7Mp{U`nQbD!P9) z;(Oe_PfI-0rLH*%1`F?I)0`G>?4NPp>Z6qAhSSl$O43T>Cm zrUgz^kK{H})YA-Ni#(YWliXS)w|+8_W|jC?Y`IIhzL60oU3}S^)2Oh(J=%&~jy{SfQs>n2UAHA?%}XgHvJSwMc}RiHUALT&_fu=I z2DU7bCsIk<5%3-Au307yk~Fc zQrswa@;E2ZOWjO)vzXa>dagOwqozyw%pWOrL}Bc&`HE+Lz9EmrLZ+wHJVtl2wrX0w zJKjSXdHo2*tIN$oS?9P+7}<`mta2^Q9AGSB2!feR&q=HO)uLCACI5%&c;5#FD_#-T zrM_&m?bOslr|U<_%d3eD4NU}Nn)#UVC%sI{ z(EV#1Q!j!tS+}#Kl_(a|Zwrk0!wVa|p1I%^4Gk#u);wPL-(mDbEY z##J8aGucE_vOQJxE976GA1wQMNy%i|Hezy#jyNbVlht+3o#ve?1GCvx%r48Pir#9l$u{!a2m(XehQz;qW2VnuYB8%f8{36~8HW(|9J}xv4gd^Y1u{e(T#jZCl`) zK7J5M#PZR|PqzYKrae1)@1B19_D%c=A`CIZVhHvq=?%o(aEi5Eskeq-UDKysgvMc$ zpMCjkat=*;cgbitQbaZlv9Uo4yGIHX|B2#~kmx2Y)c*>oW4Z+oe|FlK?J&vOT)8wo zw&&O9arfNjKe>O&_~tzHD(;QZ;~gWZOZ&rmBqgvY_CjE;cq=nUg@utr7=f+Ld~#|k z(`^JTT$8Dmo3k>bZ~=lmiqkee4EZ7I*-!b6;TC6Z%YJ_{M6Ot2FD5EAclGZB2030O zhlBNiWerv--z)1GZUPSl%G#N2-OT+QD2DB2BvOIx+Y?y7D(n^>0DE&Nhgn}EXawnT zB|VPo^zB2FT?Hxe*&Pc5TxKR9z~l8Lr&LUH(31W%u=jO1rB0(?;(NZ{G#IVODvLP8 z+5mOVN3w!I`r;P_R_05AUF1c6Oh=`~xmD1&uKE@{DS08SfqW1L-JPot>1WTmfYb<=~!jofu5}WGWpRiZ!9@24J3UZ zy1cKMo|yr$4mt{YdMKh^o{jM<*M4S?_r9CJ1W!-w##GVy$9LAONS~`S;9*`Zh@_R= zNJw#Vmqe9H+anZ0q+(k|&;GoAz<=f^v&H-!%Yr}E&v0rLSR}f^0r32poS4)-fm2a) z2~0=%hRESz`PUMCC@_+t31Q^*8h7LBxT0Blk-&@sVrU|(9`?}2SoYb$-PyVkiT)ojfs^q^@VaW&V`BhW29H{r(T_W@=LG}0$t zO~UW6o5+IrpV3kT2_89tJWN=6aL)_#zek6um@PmV_TakU!RLd+H4oI8a~FGNW+p_Q zJn=3gZlyse*d1R4!&_Hv6`WWlOyDG!b^iJ45@Nn1QFn)qo<0mjXqqD!w5F?e#@G@E zzXuRfaB%e61!7aY>IffR5t4nHzS!#`VqDx&Yli8~I5rNwkwAs9TSn&?$5G=v6~KiU zF1A=7FbGn)D@lv>;8^dZ%@u@5C_h!MRqs#7IgX`gCVmlCRgG94E|I%(W!+i#ijq->m?xqnQIALR4W-JKaw-roa#(?A6S+cQ z4kA-kaFJZx(Bm~6Uh{IEe*T9KU!;e(3nAcri_-;|#RzR{99D*q777Xqpnafrr|#9I zW6K*(Cq;NQLChoiB3(TDb8V0_lVDcmEVNsja`^e>jE|pRrr*RDueu559qD6uJq+N+ z3!%h(4(z=_@%N{L?+YVXw@y5g4j?wfkAWIGVR%2xOH#+ix-gs zxw2{9Zmr6&UZC4~94(z##Lq9USV52`O3&Yq_Bd-1BjCO4emfVG!%H>c_zGXEy5@H5b$>W$`uO#+2gDX^Z+RyDx$X+IckYA z%dJxVn3OaF7rhg+B0jd)!c^1v`odKNgg0?W0KxR2$e_gaP$GN2Vk(di0isyzptTfj z>+QR_X=gj0BzCw*uuvJ<~t1-6?nS$BrhdU#;6cZ7o>Gtce8KYZI9xouSw{`jfoWpf%Ejc<4w zzs*htB*u9Q=JcHEKc+rGK`5>xz4kcRe%`y{Iu(%h#%4&J_ZHkB{JQBff(@I z0%fz&X4CmCjF~M@e|{br(T3Dc60EjTEyX7P&YElv%9f#O_lnBDNBgXftJ(!e$(*_{ zHrRSyHS5z7uHR)A$|+x@UFb;k@}~93Wl67HgCRwps*sgjxc#)jwvXW|ab<+i{Ny3n zGP}-aJrnvPvrzh7GQy2OdK^V7u~JS&pYDg@HVS@E_e(u8y{J zQklG7ItmKbRF-}myES+xU&%Yd1&eaYuWlk39g#nuAop-9tk8V0%e?<0@AZe9!Oqgc zEg2p1>yv&=5%Sa6lqaSi{PwwcZL+N4Sf0VV{sy}tdsqa`>~!Nua+av#9fnLO5|cp{ zDI8WYaiiAAr_t5QhLVodd^pmoHDRZBzC5qrwP4rW#x-u<7veVY=8mLH;t>qh>4tkA zn=aa>rWuucvoRc3+F*Y$T(!?`&bN!X7+Nl;^12Be%x11}H&CxtQdCTaB$j>tk)hCq z(5L^kV%UHXRlf6v5zpU)4La?9Yv5B%5$JzQ--2S|YQQGq{yfy*b3+-Fqrl-NV02lv zWk>J!Wn~~fCT>~zTa@Sbw_BO~UJq zG;=$x<^Hq0-PQ6>uKztEgyJxF`%v9P*u~F4EZC=BhniLmor4@&+g~y7vmm26Y;keS~PztS;ev*v#1M zSX#M_jg55aV3r0OrV;NOZN5~xa&!y_8tL@wCdk3Yn6$6b^r&F{Jv!KsE8sMg*<9?E z!nt(|&DWj}VJqYcTCt|h$xhlu3Hx20d3$3cwVI52ghTsFV0D+Ni;iZW!6g5~QMzYG zaJr!X^y8pJ8#CQ)f9kFahCyhqTC!ojn&569`$2d56xYZLFX>3;N8ba9>AWstu?};D z_0ZN5T2|0jTcStd`A5 zQlAfvknGz#vD7eLb4C(@`Q&!+y8%@1$h%*_{M57jni($fxyqzj85`*;*M^ z15=0!?f$}Oi4x`0DYs+k?++XoV>2IM)&S+qh1fX22yn*8Xu^h$4xfgQiK&)a8hwUo z*r$1?{v>aSVgF;YtMGG#Dv-oq7ufxf{#sgAHUhnoDnIyMUmw+QorIqnouB2gooz&$ zD3?F=20nDz43TO=1920K}mfCDFgoJtQ z=7R^vz+7Uha{1zUX0}hhkAKs+9`WeWtMur?J3dc1GBkEJ2$HT)+5OTyo9MR#U-IW1 zCPtz>%R=g_B+j}{!UH;1)~*rk+1tJatNCbW2igbO4t$DlHziKGgA|guan;#oqF_h$ zqRFO`R&)2~t3CFI$4y;Llp$Nw&rVEBPyf^TH2ls-g3B(`V**vXd)%>oS*l z{Cz1QA(6gq4Ne!TwY3%QEtVabTyyi}6o`E((Z#e;V!ulgt;J8&I6QWr(f{|DH?oIj z1O!Flw`k20@LJK&eIl@S;%h-6X_&=uv5Hw$BU&*LG$K=A;ey8vEdNffRCY3xZ#bF8 zX$BB*NNO{p_<^9@=GV{KlP(+zcLg~bIK8r?pNxY;MNzX5`I(up{q)fuGes`V$Sjwqiwmb93`2u!R z$sM_cZ5otR){nE+nq(XlTZdZ;j!q1(I_meq!TPmv-jf%H5SMX+Gt=X>1Q!-1m0UbM zSPt8NoKTE9(;xj9kuYgA2+n$32pyu(p;IPi^i#J8nY2B~C*=L_%U}pz3bilCm;f`j zbp^JXeBj@0YHns7CgifDH!(4xzzzGP2jUL1doZhzFss(>PS?7hJyOPDu=$852)Hj! z^?VW)TVg+uCBhA*Vrh&Fj$Zl>p14zRparuypo>wG9`oR2?Hnu5MD5+x2dAzEm1tSsSD-V zU+d~9I63>=vdm;axTpEqJx-3oqSlr$=%zL>Whf*M3OXU+7 z$cY<*j>z})DCeou&st;AaRG3sz^IKCH@rJdjw|2=?CjsmOZjQ9QDVM49a6xa1_D$v z1D_sEp%V=dF`L=$^vs9tch&*KBAUUnB?BRiD72vpAvH6;^G@mdD#u9_7}=!qz2z1g zg(lsthuI}#iyUF}Qgk%-dTHGzv{VW^ut}t-WcJ~VesZEc#SPuCsYSTBl*0^YgwK=d z=D(WRkfomYu^9F4&d`M_4I4Hef8W`?lZO*}elZkgO-LXJ*_jP}=Bz@`PV=$KvSO6j z1?(Nt(?#|%TV!ifQ^@Y_uIWAS85i?Dxei@;$j3J<%FJ8rn)G-|gK0aTv{p?eb~aAE0B-~{{;c>Ep|0l10qdcn(O+~V9{7sEW)SM1cL`2N0M#|&Wf6#t7^DiEoPAa)J2Vp@Wy&TsU~TRF zs=Ge3zgB|++DIQCpAd*~*T84MhddBevh7HAe=|Y`_r%Vf_V}6fF{wqcGf5#Om*=*> zQbHNrGfR(_x<*@rID~{+<0z|AowDqwMo6uj7bc+*qU#o^cf`cRS}0K3 z&(1c%#O&!eB&;N>O)jbxymRt^&xL9c5LZAu=GA`|=|HWV4HpSAx_M7>DM*VSAQi;oO|6Po`YNugyc}h!8_Ta&E<;D*-opMa_!*}V&1@hn_ zFyn^e`PJKv^x0Evsj9e)IF7rk4d4GF+!Dc%@}YyV__K>uDfY=-d(`8S)fiEk%0(mx zY0ew7NVWOkgU7n)VrpoxNbpz;6_(>;F3MWVo{p^Z^t1bKZ)B^twY1!-=zj2QCglV< zDD*S`k1NI}z9H}DK)0N4v2ih8_2e?=*KrxtM;ofU<+jY%(nhLY5cPaonH-6yXm@a>~c+{-cL%jmS& zKi*|gJE(M1!K}>%Rm(;I)={HTTj#CRR+&AnpF%A^DR=zX(aA^n9E;?dbW`H9BHmwv zsAOM`4jr(7vW0u~Zq;78Ck|unJRPcq0v+@)$GSR%LPMFLVLg$jREOy^_Hy6C=l%O& zH0BVXf-bhMFqZ3|d-t%Z-lj3!B%Ft3Z{teYF=1anBu;&X#YpF zNhL!a6&y?ob2`1#3G8Q*+~Icq4QV#f?B*;hV0@m{jltmYBbtP<`o4um7A5>mtT)C5 z7bTa|^JRCU==@Kz${P6SkfQm-Hi1PI*@HbqOG%kJV$j*yIV-@$wex97x%&5a!me~B zDtrMqrz%xeBO@b8_wL*@a9}7S?WT>T^gq=IanjSbRvv|fgv=VW&s9M1tMVv*$?{|I zqM-JrpG^PWBSo~{S=;L}<IoK#T2Yd)`fQJVgzIM zZ*pBndMX6vQeX&9{TuDLV92bYp@J~%4YLF~5oTw!s{tnHl67+QjJovB3%#ZSKXryP zH>7#}o@5pCVii0vSM~8J48MXb$sQ(iEndFk`bzjKnFTU7nlzh_GNysO(!7hh*}LdX z;Lpoc;T-gyV-Z`MnrAO#{PV8A3NR#vGJaGAqIc^QFtt)hY;zeF#u{S4YK%&62Umr& zBp>zyV@uf9LNAdx3B7)mW00C1e-nBmDi?`o&px)s@u~gb zU7|OEl+hsUSq^&;-AO?kC#i+3io$#rNMu+TqS)jo8ZH^emwVBbKsq%g#o3)dxQwvM z`&kh}`N{81i|jCdP3i@c_CD#T?J+l?XO>8{QEU&5v&wz(w<>0*DK-dCq9nA7yi5m~ z6PXDqZy6Cy`tY4Y#CM-Oiv9K@{Z|O{wlLc@J{{G+<+{aLBQ#}~HpsK(GKg$7 zt(mJm8qVz5j$Irqd8kD62HVGyh=GBRN~-@>H~Hj?3(qy)>^W$#m<23rS2VbdaOZ{C z5p>87ZJW>7|BYMPZY&??l$!k^tcY+Fm)0&UT({E>`jdtErxh#`Z{NLZ z!QvXxC+PPFd*~t-ttH;a#N_UUu>Y@PEcJ;ONBXVm4Z|XJ@)1>{;>FFCjJL@6iRp|t zgemg%E^XHwg+T_LIl3ag6t{+)9c|bfxiDn>0>JC1e zk#w0o72#{7J}Z6U>!!wEWQox^G#a-u@hn+ullR@6-_*COh&Wia22cH%zfT-!p_Fe? z*Ts;(`7V5Ye^Z6kN%}8fI!KyByL0#?9vB3A`)d-H?N;Eu5G5uzklqA`A|0AjK zcNkAYz${>sc(9R=SGSGU2a9fznWO-8|vq)V1I#*)`pqk9iHjKT?Vpig>rpj9-7x zrgMxo`6($ZmU2JCm^!^2dzo|z&k6~LPZWtUJUwss)RGf?QMSyiA6XmBuTh=rq!}fU z*7TKAOaG?&+ek-3?vL}cC8wqzt>Ip-*x^?wr?eulNy24UR5jbwBXSr9*~{{x`r?WN z#U`UU1Z;>iMR2q@7#yV)V|Ib#0N?asJedg5T5M|Nlie?DW@`SDG1;d6$kfCMo`nT9VLO4`|z-;2MZ z^F~{7+oGNRj{f3YxlTO=7tbP3G$+%TaW0BxzI=Q7)k6&&qXNk(Z_$+8sh%YwYDa(B z{cZkS$>)PTc54EqR7>-EkOzk*#lT19T>Da{geVjR)D481?O& zh+owgMxIOS=% zAz9i+I~r)kMA+>Zi9OsK^>x%j$aNzxUaZ}b9g|@ydCA8FDPSCsrBykoObaUJ7kvV5 z8DzSxsOl&p8fQY*=PI%C4M0HaHZOU(b(r1axNLd+z@rBr$toT0-{ViM$%+K>1g)VB zVxw}$HKlUNVcqQJm2nGsF$wcqOiLca4_r%DQC~S6y0`esCBk42&{cFT&RTam>3FxM z$qY%Z8$IGKF4p#XK_pvRc@Fa(_cbaUvY$K=l~{5hu3rP(1Mk&uCILM^n2QAB+Dt-=^{yQcPhg6FxUVc-zF@b!>{bD3eV=P3lHLrh?EcoaygG{W z)U2Z=nO*bWl?sY|Y-)v#d+I)&^s_wF$%tPFP1IpokPvRD{QAK5#Ox6Ig&sMOy*Fa0 z|NQ>$fBXX+c%>Wn?lDYv_d zjBF-;08z)9cPID3P{zj%ee?q=vgGr{GbtFP=T25$p%DdD1?mb$o9(Q>^YxbMh%}@QW8bCXX!CtUEv>fza(kGkA-Xk<%%s=!##YZCAqe zS^fV(QJlXHUt_*GJF@xIpV3G6%YXht9KRi8iWKG5sX4W{B}3 zN$5WP9d;T7CcVoX&Ue1_+sxYilM^v|AJ-#pK%P5wFQDK(TDTb9YJo%MJxC)rWvFD5 zw;F{Oo9G-q1av97eQ1W>IZIqtmsRP1a^x~2x#s;FfE4>rbVD8rauea>97}t{S)`@# z$CG+;rc>wl^;I9$8wUS`AztHx!+SmyukW9DQE=WKc=ctGk#{A;#cyaK*yaBD-IZFz zjc)mTlWr%TNUiy`#FHn$=>4j^N;-%0Utf$6zF6zTi}&3WlQw1FAZO=#EZPLSPWVmf zi+NClD)sVZb>Z`F*^dU#{-2kFK#ko$aDiZ$CdXpj=sR6jJs58*qy5%}#?$ZiK^VSUE#htf8aD>*hPU|<35Mx+(;~^ok6&}we^t7C zeB2X#V)Dn2ACtlCN5&c7aaFLsb<*>XUvawOb`oNY7wno33cYS3Z74B8|3>K3i-D`; zf>c_|+h<`KKkxYZ)f|TepF*KCFSSO(9iCrN*4R2cxm$w$c*<%!S0TBcI5e=9%vuF z`ctEI>3x;atIfU=@9OSb)f^V@8Ey3_$wj?Th_n8VzuqByJ*ok+@q?1>ERZVWIo#}S zu}I)Bi>TZlGGjGtzKvEqr1<64^r0={cn#ogHH@w>y{G@O{lZz{g&!lUj?YK0G%KSe z5z%M{fMjA*KsY2D0Vral=;AS2B?XOL&ok#*4JG0>5v;&+y1eQeUF{3($$&8142hJ41Wi#pNR3ntd4~)g7y&>C zc=!}ez|=#B>{UqGA^tsOzYnFPCf^~TPrbzwr-OZ`)AZ_&=f@@N(%4Bmp2F4s@uWu< z|E9$*e@LL>@6YWHS~TY1!|0vZ6R^X>^{JoCLahCIdrR81#Rm7*Ev1RCu@Hw;!KN%K zD2Z{{tcDoXQWjl_DyM1xT6wBcXInX;$eYQ=+~s?31$*5|uX;du1&v^XwA8RKk!@XSUe0E>j12jsLfw0?s4F zRyvlub7>pmWgBfA0s_^6Vhppf4)2uKSL)4VF5ZR&4Pym2!-TT*MZSNN>1Q@KyfG=S z-?<-U%d(ICOAv1O?538o`AjVW>py{za35b^WR6Y+)XoO-tp)==K`9=9ewslldh9DC zy7yug$yL)RnE%dA)8pg~?IuY4C)s^NNKmd+Tg>R}V$|7RTsj|W^PJqW+E5G;_2z@Nfg+#c z_=`F$G=>VF&mjwqWi#)WS4`s`cbW>I*k2v5(Oa$Fw_JdC^1mlojo1fJlM%t#eBlZJ z9yWfz#Uexic(Ch}LXzU#@G;hi1aru7^kmB|zl@Vq@t_v_k zp}!ib|6@DdgjG2#GV*!!22mr;=D&ew0mBIHGwA` z*AoQ$LDWwfD_FB#-|SbRm$dzxUH1n%!uiC#nqVI|&F?*qJvyoZ&>k#ie#xn+5iOU| znYw}?#sSYfNTnc#7$rMHjyT&Ag!&fak{Dd#)VHTq^&G~c>u7D5fXSz zI|E1xDFgsNyK?nvF7EIGtSjn6u|ksQKfiaIvPTczjpb)dy!m4%M&jj%GSTcIM~C|@ zFh-__%yMxvx5NXY-iD*W@wL-{ovS3t#SKT-G{80#-P~MQ$c_$EBLD_4v)$X=3NNXJ zhJN_?`?K$lK=K$j&;rnQ>ktxe1OysXJ$M<>155*%nNyyj`U(&QS7)FL(bt!-w9KLD z=%RnpFq$M5gyf)HtNHt~U^_+Dz%lnt8Km>CwC@AvNm5eMcTb&8x(2d1Y=`aurkX87 z&klT7r~^0ScTm0#wwnzYK*#M1l`J2~nnT^!0YEs>RX+s`R8(Rw54Y6N;8@JwO6R|a zJ2H1s5E)w4agNhm5fPe`^k`fvONs5x2)MRLooFvmo4hGz!f|7HP92z8N zP!vf5LIb@?A`-h>K$1wlV}b7X|K4+}PMv$}TD8CIQdqrutvSbh#_xGX^}?kaH>$b? zH$24GzVka?Kbt<^J*52$XlaJWlS(X=N&c74IaB1?*EZ@L4gl8Z0m9^O|%h4OL-6V7<~Xb}HEUd03hvJN3G4PD?t$?GTC6tAsODoPF# z&<~rT)rLiYWJE_RsngtGKuLN{mk<^ArN>U312bJXvnTMMkpt zjC2W)f*IE(#4E!dgax;N5bMRMPBxY9uf^$$m4bRCT@hNEq4U-n-q38E2Rt-(Qb|fy zXej-Bn$p0}!z?9aOpa^`gL;mH>Q-jdVLsgliipJ;{?Itl=|y5uP!HnzuY=a%{L@(g4;qyFBk^7Hkkk>4A}HYm~|tC`ah=#8UlCkF^WI zD2r(XiT%{(_tx{YQ*VTD3q_60{TU)+1L%iXT4udsOQYUKE(I26tvE1k)k+)g$%YOZ z^+P$cIqmN|<=rEMI*ulF>t4w!x>C}m{IDu;D&{E%?9{OPUFn+fc8Qnmm`*6}3ldD6 z8#8EBl~TLkV}_*{ycf07@51pbRW1~qc;dV^8e~`74<{KJJ-eMPG0a#gHDX5h5{H-+ zdPBG5tAdn9JlWuQe0tET4Aj=|QhUhWMta*f<5;Ce=oSE(il{`*6O}~8MK(6JkAoKG z<`I;a-hlS1t(CLfw_i>rygSMyqHe9{;!<2e{CGY5aS96MGNs~7P#W&{_Jq#zJb+zM z){QdE?x|fSD3$JOYQ&W8B|e--X;}d!4Cj4z^G+Z3&Hhk2m%*JqAem7y8{n=;Fa1|X zm_))9t#}lw^gL%q6AE)FiV+LgBTi5tdp{Ga=a7;Yuq=;O;IpArkhN%)vd@I%4{=Rj4E980BS40 zlbCrkThq#;OIl2qI}7c{K?&PHSVbh*2XGvxcHv3&@?jl|c(ZJ&VOTgr;u_EoJD~9H zvHYGXp6+yje%bKK@1v{adqSE0FvoO;hQF4+<6|qOlozHDV|mQ3H&@5p`X~1OkVbav z(sbD{4{TIr(HwYeE-vO5tiPX3;INz4jvx67cbp5@^*YfXZ}*t%x>UJNe_FXeGiX&W zkDr46^o^X2r5cEfU=!#L5Mqe3)){!<7#<8CWC=>T3T7UC@5#OIw@*Z zPi=l>wmkwPm@x+@ZVf1QG~E;|c#2bj$a7;_Jf@xDIB>6e$7PUY%%Et!Y=wW>orLCO zFX?gwwvO-aTR*imcwagdANs(1iI!r-XLfrRk30{EFiT5MZvpbpj)M;uSfX^4$i|Nx zqKZ1i^$;MMp++E5-|1<^Ca4q;>5XoJ5S%6)5o@uV5NPR_6&~TS_G>h_X2ux-IH}YU zpUALycjxM53E>O7Z(XA`xdG)a38zxVm6w8UmwAEkNS^2wikg3otkWU+{MlnF|7vLx zDZe}gGHL&-;B6fb+e2UV!Rh)B;}yQQTLNQ4u!UPX{3CGX4p&5AB;9j_xzk&UWHL>z zKX*H9rz!7u7jDZVeYTt(F@);DnL~8@k5Au9BfPgQb+95N7u7x4(VD2b|AN!_?J7M| zNRm<{;m>YQWeqYz(*rp=^KrA^qLjnMk%RSjyR835*IpM6updDZ`B$5GahH#slg+(v z`w^!)HYi*Efcjrd0eGW_vTknWA3lDRce|bXuX@!Thk_hw>t5tRZ1ty2cFuqcD2`h1qRjR;l2fNGP!H<}*uGVa@N4eoQ2yI?ww zx8``}aX^3{frmmUoY$d86T7QvhHOy|1Vcc9e)bpj%jduOT&1WTi)_;kxoXG~V z;hd_vy6FtJW})f!b$GS$y9}1tM1n1*3)#p_+M6A){T$?=KK*_) zlHTnLS@m40#8FHE@dBF>)~@cKf3y)o-vvs(`uafM`^f9YZt~3mfoHJVTj$nD#;Bk1@i2u%pq1W zl22tF^W-zs`beBetSM^cUeLy&_V1o4R!8aD(wP4>YM zk3kO#z6&faC%=(50dfo$meB#bDWB7rEG9ggNU*UA{Tk@?iVWb$RP&SzYw!xvRb_&nmu1 zY^^9){HQ-P4*Q3IQCe((2a>hQ-+o=nu4-BkGqM5|b29*LrjVUr{z)VGrjf30j3_wv z5uISWet-P1ixbpLt)NB7r&ExNRuF8X*iQz zLaIsNQyceIF~npe;t${&_u7%lMFF&m@mTv>UgGjZ@)KshUDHUQ7h+3j#)z*@T`byy z(vbsDdV_e;;Y>yl-)?PrB>Cc~4~?>JKl*RAT+q!i4hKSOUnh@2>=DPv$jHQk(fa^7 zI5&&~q{l}WBA>G#6;}Pduoba=ancxq$f1wva~t+vcE=YkNtd!*#n!V94hz+-s2}&7}=+_r+e?O8jc1GmGNbVNj&Nbh9b)y&{c|&}A3Z@d}x9}KX zpU8oTmoHVwFu2kxl!g}UooaT5Sm$}T*6n&3UOm!i7!6cOsgthxWV{7EF_s+(d+)6(T) zKs3;<^{S9-Jp^LQWe)72n?y#3tAz~g2bqqnIBqb&f4Y6~@ftI869q5Ei;I<O^TWL9Ad*0wMfpI`61;#YZh8-C8?t@tgF zqUj4uy@@6JUE=)!K8g;~kx3bPUAsQ7u#ireQF{O6sF2kvR6=&`$@T$~uQXK7DYvbv zivKcs3R(`y)q6dwPaxbN1QVb(O91`AEi%)*~za##@IhQRFwu8K4Rmg%2ZXr7bo zqEeDAbVN{R{aIm$M-BPH62W@mLVdB1eP5v)Ly_zKuF@Z?{~$#ZNm!t%`;JD5d>2}; z$wuaiw-ot7{*2IrI!@Na*c+JM>5j~>d!hrg0rFg35_ny>ULCljmORPEa&kA{Je;J>ow#NL`rV04hK6Q1 z-A#r%Zr7;$b6v-J4@+}iIs-b@#~wJz6L165$i@IV!547M2i$<@vJi-Hk^VU|q&HJ7 zatLb40yfUBZzV{^0vyqK5bsHmdC5yWN5j1z@kzN+`la`xb*eSq-?`78waAiDnnSee z_sDr(yCNzjcmISh)Z|gYHQ_XC4|jG3dL?q0{c=pG45e4>{(^`52r==JcZU)w>a(KK z^yfR3LJF@o+$-iOrQas!a(Y_FAC5mmqb3}$*qUlrwRf@d>hLWrn3D2rOMV^Pxexjx z)8%ZCdVS6VQ6U^Mb`8NIYhxZ3bXK@aopm+)%JYCEiLLb_Qp*NJyEQ{$&&qH9>E(@? zaw!mpGSpfrq=oAi?Pm!~dYl|Ap5J-pVPomSEp-Sgab=ACQSJ z-WogZYq@ox2X;i3D64;v(*ejAZ@Nto=LE7EBIp0mbgjrdvm}j3fW!D{d~Att)xl-_lZf;iIdDc_Y)lgb#l5e<_38m zWEz|H5bDDIesj&;rHTH;am~ulf>m$csw+o0RD2+F9m_zeY5l_g{O7pjzg+&_&mAXu zA~8oyzn>6Ou(r0&!X4OGUQ>Mn)wc zlPCscA&Kc)Y^aLbbW1y5qfOZib*zTdd>}EN%Vs7W2ROjk^J2R$E)m_hJ83t98t&Xa z`(=VJJd(%aRTwtyJR4W;qT?!>h`8IJefs^sK1#w!yw9m?stK)T^>^aqv*>&@VES5E z_r_4N>02*uNtFBM01grS)qIB9F9tG-fgsO!^=ijpsF2i*NE^lG!_#h~yyY_tMyhknf>@$+1RvtPJD$Ssd{+JMHE0yK3f_i|TXYg`^%RCh;x>%7xcUP;43MEteO8K{0R@gS~oO6b~7UoU%H%enZ3RO85j@v&}j=Z+a zaLzpb)rI3ZFYN2z1rbkBV-Y-4l4?UV*#2QOtT5|ip5vkOl zOx79MXltk0DE6w~&1KU=&j{7+4>YSFM&wR0-qz_i*qrsIGJUz>l=Cjj%3S{EGNsE*S!qT3 z#)0{T4+iR&D9e$CvxQBhFn!NC-3$E%+n~2!z=LZiER!%5KpP{{HDVt|49Te=Yp_yo zTSs!m2TmshO*>pyG)v=Aj}3E4-93k3{U1&$M+G(`%N+DSFZ)ly#y|g#MIqaJFv}`l zL7eA})*veD&gk`u%r!^8E8b5<#qP%}+I^8fVZtEiYUF=UOU8!l7lK!6UF3uOzhlm^O`R6cH>k%o)dH&EJCY3(vK6BT8; z8*O&~dfTm)jkr7?2oumH)MZ&dbp^0il@eOdb6gGmtQJk zn&&0EUO5eSW_w1Kvn~xU5j1>F}eweD&s`Yx`+KCw&rhwx`(+83q#y=hy4MwGYaKM!Yn&qoYsg z?fKmv@vFS+SiomfBd4q^w2Z9$OBFlSm~M1|&x>gBXz#64;-v94jou$?cXd{YezJk#RJ1G%&r z#)ZialOGubgUDTNgAud+=WUkFWNY7_R~3u}xY5pKRGh8s?MR}^Z!>vZeZ}+%0{e99%j`3lIsn^^eG=8!tA&I>=or;+Y_hM8Wb4Fx3GfKyl-Ii>UYbS>fQ6Zd~ff-syHF+V`KV9 zo7n@>+|&1Bf3TI8lGo@jHSL`9sgB8m{_z#+_sgKKg-l7mU=`1*_>ZhZgZwVYDF6i? z8UTNkZz>fFYPLQ4;66WK2OX;4hL_}r#hkJaFy=b`(M z%>GBOI#nj3$3RGhtR3yzXplX1>LIvtqCS0N$B*%G*o zj>5%iqJbwKAwJB>?vMeAgd)_9qYFvCIpd=m zQR;vbT;opb#nCS^M&7NZXL%)k%Ae)oduaHGyv*AKa!zFSa{IRs{HFw)wL$QB`kW% zU0`v(K{r$e>R|@wEeMz)JbD5_LAhD$Yw$gx|1LLaJaTfsW;h(b`%7}7E2odJfmnkT zhRPQ$6;IZ!^Qobk*DbwgB@V5*ShU}Lq>K6HbB*~p90x9gW0(V%8}JN#N!c_9Sv;na z)q<@YgkfWG!Vpo5-3|l-59(+AvVc+ii z`!aoOAxSPJ`eQDkphTw)Dgtz7=DWMNsbX_6gPgrMEE+sU?E-enB1{8J@*LO$YB`5+ z)kqVtZ{`RqYO2SoTcoBEJke~2d&o_N#r)-EO9Eo=(edW^o)}?a;fadR^3r1Wb&!^P zRtM-KK~j5UI;=7AE%@TBm$5-`W1k`?2He9nFeU8Uja~bU zC25z2mTDg5h}YC-@`zJ1>&3B@^cNy-EU#Zb7+xsnTx})8dQfq&x8d2DZK%Q_iz3Q) z`EqP*t)1>W;N5j}R8>4dPm7u%F{qJU?um7Pm}kYj?8<|c>IyY5EU_KvrMPzZd4Buw zG~HT*xVHz#4HT6tMz!xH+(JLz-*&p;9LhnNsv#bKNhztcHscoS&ewP39$Vl#vTmj- zCHH3iBeJ0z`=L7$$^RnD*q-G_(oVq0ZgnXIGk&#Zu}kfR+u)+3Jx|@b(+U{7+Fb17 zU*jjcm(HQ?_K>E(w2vEHEzBMe%b2B{T1NW*SyK#DzVM#RgWefE4Z=eMrKDQY}=@)KFEK4zzztZO56N?FoVJ$X!_jBD4cT$1>7g7~FJb zvc_lHM@4M)GxTgSGcb8#8OBR-%2GGK(Y+OzCfXYq8TrrAZZ}x`0+QHX=y9wK)k1Z4g1Xr02V%RVoaNCe zOjS1u(-gJtF+`^u*)$BB1jDH4`mp#5228qXnY3=A8M-z^d%S6Ppmayehr*uc&;tLV zJEHw6usy{_!TOgDaZ#A(25Jz@dK2RE#Ik#TLy!1wWvTy{BV(slYn*o+r?gqdYVY4v zTKb)2VKJPfi!wv}z~+HPUAWVrbs=j5m(JSf8lTiIJ3{|2={>U340t*(*fIEw#)mh5 zmO0t5YChI9vc9IH2Luxztg!q{`c(mxFl*aWDal!$-k%^vA||+`OOT>HH|ukNC@&Zu`?@haWOfcj{V66ur{K9(X$zggmj;QVl zZbUagV!`0ez5sUj^cK}U6|nQEuFE}Cix0w6c*xyOv>aQ@bz9*Kb#`kosbTDu3^VU} z8&lI%nkAREk7T9Cy($PE5(e^Cm&+w$fB*stav9cEw?CA_Yt}$7(hR~F_-y+Hn%mk? z{$o+RCW`02+eHvQYwM>PEU}4+4GmHxzQ;I;V4bd&sXPe$6Dg@1`F*xCN$}qz?*C0% z$R76Ow!D^wu`e+x)U50Y(;T-ld#%LC=93i_5SS6?6iB0OQzXqwj!<$QM*4ZFUv~O= z!;uB5BPZ-~HrFChY1a=8Da&V8SR3tA8N88`q}U z!(&4)=2>%n*{SKs0eL!Z^)#2&Z^U&6DvRZb*f8&=J^s#=icsiiMmuV@-RgcDIf%)J zbPjIl51tTu2i)*8y?=IU(P5$b&K4Ogry6m9(B9Uc)WGim z?bEeV!OBh)A8xgD&FyUb{))-+sOo@9)quf-+`r2ewq`rX$lsAXy*{ zUK`^grl;D}m;AG#iKw!Q{-u{@=a( z>t&K=0OMuHM|3+mEPLz_3sjQq$WJ-zVp zpH(mIbIrJ}lmDCfI{%hDyX)&zuI97bcmBDQr~2rF^y6o3x@DNE*%b=+JXs=f@^`7= z*P+5o?}vn_AXzC;S|h9>Qkz1uf;-osIh~$%dGt5z6#Gp79|({UZig!Hni3m}p`T(< z3UKnpg5V5ZdDwZz!!Sy`6lKA{gJ+t{h;r9gzWy^e5w}y8_~pY#^n)NScgSQydTn$w zDMsT+%-*vzS0k!sDixs7*tQy~lz}~~q=nBL7G+J-Z2Wz4=(%%^o+>#EO4AHltoekG)nMw=MMj4Qhb6pI|EYi9inV!{ zU)L0;Bhmattcq2HP1@t9h;+Niq^SE$-{rQ^(alX?gZx*u#?hY=m!Fw_A2RvqHiRyV z@rJ|gcm_$LDR8{?lJk~0&Cy_J$lYlA!7m-{sa&Zvv5K=9?|XW+_2{toMFn5IOFBAF zE{UI4RT8y&bC}s9P#e#cv;EX((mxxY5@XR9!0*d`ez&UwtP2`aavcs%uz>Lyf1oa! zNbNDsQY)K5GYU05x5A*Q-PfO9Zccu9pus6D$*#pBu_gTlWjtzhRsObVYOa2*V!HB% zQmOqA2XWX-FU!7#knY2YsoT(HKm~>a&}&eCF~!Vm^`QGk_?fiKOj!sVsWupW)*Na& z8nD!bmr-_p7WkZRVA;&H$>u6rz~3^X9h>SIY`~_7t^I!g<3dx@@8O4dY8NvhgbDc*{`eKRp`fc>LEIhnau9ihCF`lUBo4So|(C zweC48!J!Jc_5#0jJolE@4E>7P%smnzzpi-pb3uzCGC_eV$!PxYU#LferM9uKuo*(D zZX8HHwlEih3Zx<^L7FM+`SS=cX6vJcOMK{e;zy7>-e=}Ny|=(O?)kU5ax^G{JqKBP zz9zp1M$4?IPw`sjY3^SorfVU?r(uZC<)gxPVm>s4-y?F!EpO5Zj~5eKABPN-*@nMh z>}_`RUJLKlz7$MF#qnD1_D%JJtlVGRZx;~ zSFnq`t8MTsEE?)do_evR)7joHj#$OF*b+*Zmhx{hFjr1rUw2$PVm1ELejv{~&E`gW zsqHMTzoG@wMY4vyu``a?XKK@ZH42r>-*Mf%_hmWrLKe^NWE3O}jwC~j98%-u81Wdbemr8iieFYyh3w;}i>=Jo{gJ+%VJbL7vb7XJcycz!Sd#$vOkHO=~ z?X^@ue`XlJ{Jrnuv(wxmgM))2!ubKAh&%z*r-G9c-^it}{&x!#NQSrOr|%d%Y|hO5 z#oE?(Q>Ynyem#|;kFmxPqBXuZx$PE~rvb0gy3kVHiVabq+_a7mo&>S$mfhxoEi zN{0}pCg;XPAw`E=Y~Qi4{i_|umb<A z+obDgT>CeB2P>=b3^A=IYrjM`eRNs^mTYR2ihAFu5_4T_+<%!&=S}1NmHL*1f}}Hi z&luWx$3J&}zlxjq;`|ADTB*vVngJ+{UOG>)$u3FI;^bWt2}E7q^+2wU-Q|>)3VHQq zTWn+=PcDa;Qt+~xkY6Ju9MKU7pXu z!4WcBx02mYMB5Iu=bBX*_puZ@Y>MWuSxV{x?QgfX$Wj}*UVRZ$x-dUK)|fRM&ba+; zCmAio)#8&=uTJ3>Jralq7{KVVcGG|8it6zO76gnF2SC6&(F8&o)7rHRi=F0HEE2*@ zf+(EFU%e`HTH%8xYMIMyr^4zYqe@|-(y+Mg2U$4Fm(36IE4LIhGINf+>MZ2*u6XoB zCQ7OQw8GLsm;CYx5BKS`Gh?Gizl0}Fe&RDSgMy3XQi^Le?~5$Z`Y5rKd;9iTAHJht zjn-ik-6&rapSa#x=ght3okgRi%pjVYO0(nVn%R98Z@Q>~VYoj&_V@9Nic)8j&W|#E zJ)jh+0Ih3~?!efe5mgtVo*`AHG~#+7)Pq^f&|7%#&If(t_nRxa}0;2^U=^eb((!> zV%GkNzR;_0w$N?FYk^i@svXqB*1um_c-Uq;_uzzDwl^FfJqe)BfPubw)YE&a9V0rqCH<^Nlcp)9-Lfo3tICGH>_X$QO zyV_l578b3~uGVTJN@?@&O&l#732vgs5fmq-OJ=qPUY_D4+_d!nU7OLYX*Eo#J^vEyY> z5`J0Gx_A$bMxzuS_XurxufO%*gJ@=RkqBH4;+!=WzpbtS(5*N^fVyNn$|UF&C<`7# z%OH3}g2dDeu+JyrFrXzxTi(k<7Unn)YY2xGHoTMI_KgOJ-g{{#Rp6>YTFHqkZZHf1 zQMR1c5F}zAaNOwNCCX==s2>v3X9_{<<7X_fQj<^PH!?}7NAEJgsq&I8Gq6pZzK->elBuw#NfmnImu zkI?5FvRQNZJqyGwum1xCqplX(`g#-)|LrBfxXLg0SdBr`J`_rRW!O^C`{#h!j-`(W zfg(ZQXJwpqtrp;$^r#lSW7+3N0hQDk=LMy%`NnLuNzhUlr8YI&M&{>{ zQvh=*rnWtLQCa)w3zURLwZddZwc#jTR+61d%3^GIK*+=|szR4$;}ysL<*qE}ZI(o* zucFYrEz#*5KSt#KG+X0YV&kyXcF+DT5D(#+dsZK4rYu2^8LDI(CI|4{!sL?zK6sRI z6}E_2iOlDi|6bG)aS*1`FAqAc0cD|uguL+6VmY~UwpnB3e6vJCq9K|LS{dG_<3qfAUPwiQzF?L^1vI%e$} z>9j1*Or8PVQwwjSk0k7Y(&~hn#KkNl;w$iMdGi$lUOn__x*J)94&1s3VG$T8g^GiK zKK-})_x;9>`uD9b-Yg^DhAK-Vm8kFh;?m{IFw^SAIF!)lxj>>&g#g*n40 zwtWU+pt5mdv@Eb!SwE1C=guCynHJy#>}YQ9iooZd1%0o%hKY3lVc=AGAdgOP(xtAQ z;RI-e%D@qvT@bY~F{ITh`71XmNiwhe8vty*3#C>BX=d+5)symME-h^K3Wj}y1%y4<%TE~@ zhk^jiUWN-0@_ly(NsmtU0~yhBDoRV+bjQM)v}q~X^Rh9y$InhgLr1C*NiX$yE=be? z2uB|n{Vt%_tPK~kbMpAw?nBzTWz6POOa#NK6twI00A^+hGsL8{&Nv z?f`GmIK=Mp4dhqP%M}AD*5nr_ydNZeefj)H4=;YmqEs~$X-P}kzkrjfAEHH3u3rGdE+u1tE^-* z!=KEQTtWoVqM)>Zu%0wRAxd${1@Md5wQayAHo(&kr0I0wmzuofQx5pN?!cx(uwczN z4HWMtFv*iodC`WIkkw=NXTb;s4_ad|B6N{u(lE_p#7Sh7&`=BLDtd+J#FO6W+Kr!j ziJD!j48I}Eq??_n6C20(d!&qhPEz1J;7uwfC~>Z66EWROM@u>y;)I>6XYy%1P%8J} zhsgbHjbLFN9j+0f4*u%9JN9qsOZLR=PFT@sX7f7ahbo(%b8nNGJ z#%f`tl$86an_`2-SDVzs$=$ZzZ7m5IT;6%26*-C^!s*!!15OZO4WL>Q!yB@T9W4*E zg19W=90RiQxNdy8d%F8wYQ%eM_q>Q%^6S@?QJE1ZS@3(p*RGz>J(3fjv*?DdELqoV z-N_=5oH`h$!l&{vCEO2T!JBUvTPrWTDnuf3Pu32>3d2ef>U|{mt`kRx8@hd8MJKVi zwOo^l>@sun;eI)=?>>6`I2y+U(e6_D9W{d4S13Rz@lSSHH$sw-4sxdGjqWB5^$Ro( zxG#!)Q7;}ESEbJ~N>y6!P14TMTQVS~b!QF6Sl}qV=vz0zq^1zT#cTV0iRGE+W(|)> z_ST!FJK5|*u7t<8P$Z%xW{Y=UOaD$6G0Dg3^fB4pMxr8ZIvQcYQ!&p(l<;}EwDFbr z9)E^BF);g}Hv3CB)G{7>YND+#vd}6IVOy3=K$eup_2m&~tVkM2+E-M%1k~~-Sva;5 zdbBsqp+o#bjZ5jpPlE$;Ks#hF+i(8nV9Q;#Rx_ByW4jQnOjw6XBxYK-YjxWKD^Q&K zJbk|MYqqAAbv>SGM_iDcLZ$@yN7ZrCg$KPas*v+`x*yf+*A|)=o{5RaiAhf%#`eOG z83V?Xk5GrfU~EwPYkng3z;s8OG$Y&E2xx%hq^`VJZIswFnkm^+W?^RBN7Nxk#PONQ zm*izkcFA|XetnVl+0rPOhn2`u($WE!SXsmS({238b#&Ov{OWtnu2tOY<6F2e#aPcI zU-@1d9fZOS!~EAYKojHhm{K`u9FfaEbrWFR!2w z3WUBovSat=#KB$^O`lU_y+pwvO~JlS=y2I*pN0OG4F@+^CD4TPdWpf=T_wyok>#w6 z1Z$3KCH3m>2Uo2Xoe5~6XcRAQeU-r+;(oKy+`S9Ea-!PM>#u;&?U2-RuA%gIsWX`H zk{x7S@;%74EXUrZ2Bnm`=+48&s$fg_tYoD!d4vtucLS@SCM9Y+_8OZQi?T5fte%0@ zEhKGT)apn2yR^KvOv0Nzk9k@%Y;Id$wxeZ6snkG+rA@%1BT0*eaAmY#R=Ub>d8+gM zr($famwU+rIqVsX)G#=qt z;o7^gkqeic^E~3bGgP0AJM01GSlPm0^_gHur(=0zL+*QPpSNHI1+9h^YR)|B|_9R2)z)`YeIrS5Q6Dl{cs$NUr zR8Ig~rZ|?xg^i*R@aT^rx#Xdm&W!Dh_x1}$)#9|gTO3-1Ug8wBd?Kj%YNJ#Pui@{O zh#C;5v zNnU5B>fii7WoTLI)HXk+kITmoXO8x(L@E`^kURt+uecxe7k zkms)iPki&(m?@IE%%xkL`6WLK#`#p_9~CeK;3^y3KrK+An9h$i^Fiqc1MLvQ1!5%( zCq9W1^K{MXC@L(JFNNTf-*y$h{U?-4ZHVn&wQh6YJZKItF)+wi=1Z~D{H?8DeUglv z-mb^3)h zV==#DMO0V_l_k6{c+L|GOk|Mc$t(uKM5RVrqs@2*Gs~GXTI6-Apg#f5>?fJ6C9{%W z?+=3{)CeSyZ+}&EbTq^>-{f!WL1!dTYUk$WLLgZYAs1eFwkDjEwE7d)AHFw?fe-wE zUk1YhLUeCtEi=elKTa*f@zPvE6viE~T>UM-zKc*(=P|wu7rte#?a4g*8yb4JdAPm7w)LmdubeV2gHtY-IP zxgM`{1?JCyfEU&A{{6)^&tmc4nPXISHrOn%6;uN6UDmArEx1mn*km z#`QRONUlu=L%uMwvOqiv2l(Naeuckd*%G7@sGgmJ;2f79Yv=tWq0{pE3mB7}5rO0+ z157wouiS!@&Y0oWY9z$DH^Jl{Rv7;a8p9c&-Xfu-Lh`E>rnjKDYeE7o5ylMqtu64I zOu^3vdGzwz*3hRfUf_xOM{C#0b|sB?2g5p;{CN22uDu)(JhX)Hq+kF7MCSI#U>5t` z?*q?@xX2bXsKvtJw+i`M{M1PdOI{K6Xw|DwX7j$PDrm9dvJ({9YtFO zv-e=M%2kBHT4~Vq-KAM%(IH6K-vPP_I9q7x`EDbgZkVzWr0>{3cjEMEO%e|Eq1zcb z>zN-$fOGJ#$GpWnY~#UJHi5OX?P@oY@CisAveXX(GMRp>i7;5ibA6Q`7s^%l_eL}c8~gfp#JCG3ev)boeNMq;z}u3wv; zUUwGHLZOUD%xDvyMLpK2S)5o0Y&06=Ex5tw-t2up`vgusNJ5PB=JV%=ixw4O54_^n zIlAi+Tgvmm-55()hpiL9#-Vd);#y#2OLxwP2 zHGxk;JGv}IE12jtF9&6!J(S)JTxZhj2CU{Dp1w^*ja65?g+%Wr?Au_G)R{@Ap79=J zfs|`ceBRt(9g_d=;fm<^$O%Iy647tw>$WzOx8(#kt9=PwTe~)=?R`TLi8T*KzlUUt zZlq}w(Q9xVP|cousHsghTvb_i5mSwq&c>{iShwKcy!pJYvVG;ADK^?<7Uunj|5CB* zFU!-CTi}9Z^d}NN65X#)ajOU~eBy8AK9v5B&F}M_hD(6pEc&vURb(hqt|r*67L<95 zb&OPOby_ypSro-V5NwPmZ8=Z%kNS&S+IYVq+J{SrH3@hRufi%qGz4$8Yn=mOg^i$X#tYL^@7$rEMQDkEiG0An*iBB?# zxUip5-%U-ss?fySc-911g4sIolMBsyVvVJw6ktj3|6EJuu?F${pPcmJ)}m~5$%VXB zw;11DlHUwW^QB+N)n8n1jj$L`_R;V3FrJz2$x?p~y^p1e8-w#dwS<;UbWtQ%$oh?; zkoqqs`mAPEkO~l}3Q<|o3yCNSiL{}gyBEYX*G+%uc>aG z97nV3-1soSVAAhc@qP8eYQg4F>DVrHv#r(i^Z$U1KZYnx$c!jE;E5K9g4pXT5Ct&T zcb(w`URn$=el-8#njz3$%mW{9o_qJLThhTdIRAU(DeSOTU563`1G#+DM8+j^0Z!B2 z2%U6>-q|PpyVl`B7Hm^Wbf2I{azT*1kBP}3D0O?tHoK3NQ?s21TL!A59`X)a#2AqQ zLmGh~Hu99!iBH)2(q;<$wRphxfisemP*-Zjn!a|`HdCT9sl;{48^DoIlcJN`7t+G= zaM5!e6kt}whu8OUjTt6Vj?4}pU0SbH?A~`q{~RJgMsqL2UPAnlv+LLt{APq6)iM1A z|4YdCm6KkDQ`!oPT%FH`JWiVtQoL6h)QMX^zI)(@3J@dwgPYt9%XCa&sA_mS;_#;3 zR1C!5LURaRaFN= z6H$Jj8yG^*TepN=VU5ojS{4~cF#-|1r+G1ac?yP%!i$y_r)X^vUI^4Qj1 zzhlV0THIZ8k97preg*N`sn^fsA1lM|S-G+f#9tWrY-8(Wmq>(0E`hkXIQ^M**h?#- z>u=!5>I;zq*iYJ9YUyi{*mD)NB-E0xHlmu=U7~D#C?=HUp}^m351;4MmTg$t`A6cD zPzCT4ZWI<4emZ)nAEnHA9P(=l3>uFnZPqnLrui;*vI*(37JxT$;lMfC%gWbB_7Z-` z`}#wH=Fj;VK8l17nU5D4Mti>!un-JYvV!yrX0iVD+Fj=abRe&=b@(At&B33~Z~lPN z|F4SN|1NU=UscY1UcSiDqx&&3&@t=^25}S@0xgV`!H~>E>dA?W!}aQP!5L!z((R)x z;`)fc4V-Yb+n#+tjwEEB!8vMfn0JPFy4<0Mg6z0m5Fw0=>tbbNlTKGohF zl)rVc?xY1MLSkMnKw}4B*n=GH#cQ5B}DaRD$tLKtv#u*PR;Zw8Efquc<5!X>TVW3=f%` z1T6)E{U|~_bKF7-Rmo#IyBRFLs5g{ydnI^;DIo{TejAcv1T3;nES69#kg zqJ8{4wilV?4u;dj=$7@jdya-3x?|BEcLl7tHMx3aN>B&E&Uz={2onb|HU$ua6yCoD zHCQ-!P@+i_oLYHdNNx{s-}kbw!>7=x*!VfnCK844hBZF4;08@z2Yd}R+SBqm#vynG zB5=YH69H6$kc%h_Wm+6q@yxlEn3Ve_r9pXdo|s5yVR8P%%bJ+4TOtpi6N5M@DBe(2 zsDquwV)y9S*q9UH{gV6V$x?t;=M%Tq8`Vp#du+gyJBC=lVMeLj2E(EV9OWy3gd5aH z67S8|kpmWChHG9%M6AgCeY#*-k`jAhDd%E`-0xt-2H@Tm~DUG3BtAnxSa zGE|sO74pr6N@7du&UJ8-*3CzeTtv`x>0ewp+@U}{3?uyJ0jmG%ipb!1KQYp_3jBTe z=+Q`opMeGBGBVN1KW={n%t7P0|2*hERC#OyXN8?iUo_&w(?ra%p%}(Jh=;lhuP1c! zCHP`n(;mp6z{!nd4y z$VnK_KALk8hRAN0_o^M|mZ5c<9;n{v`jOs37Bru>pMaJ0sSA-8a{Z@Z+ii)*yzhnr zzDM)`G-8JpYEJ8-v+15PxLNOAfS< zvrn~DWGpd5yyHih<)9;pw`<*@R*-DY<20no*7(gch_p=lW-B7JDG)07bJL&Ck|2R(R`^ zwim6WT|Z9$r5O%t>bvv+lLSKa(1nW^+lueSo5L&T3cYT0RwF8NL7HG zlXHJt{;kn-P?omLg`sTH5jA4BKZPPd)(r^nbPT6ujno8n9F^2d&yv<#*a~54Dd{#{pz*dV5J|Zh0qX05gg!)2%nr?=?g{f)O1Up?{ zB`(JcMypPYB7=y!O=c!gy1d#EN<QfX;y@wIvtzB+9}*%e0?44791?ZYIkRds>`!qLHs>I zgOx!Unr)!Q?Pb`xGsY#l;~*sn48frAWh^otsdb;FNRQrfC+Z;VKHr>}3Woe6l~$HS zHFGG{_=Zfn2Oi9{0AnuKdEy1Slhla;xin&Rd02Ot%geuiI?5Z#Gr@k&8fjs2t84?u zMg1IvZ)yHDnBB@#^{M&@a0hYG4-6tSUz1&2yf zxCix~&A7mjP9i4TTqg?)xB-@)$)j5=y9wSe0Mj4JZ|LG)v?J01QY1JvT29`hRX}#j z4@~OhielXoAkmQ?bSpxgZ*Tk;@+N!aTVY*qh7Go@KcRAeS}hwY&A%}38DeONwHno} z=+D;RB&f?6n$&!Rf~ti{={8Ch5JTm@r_dY}?l|0sk`U{sm1I5C5q(dF< zsoOc_I$&GYTrrtIS^5WD_1iO!zorq2O8N_6cqD>)#7GkKu95P(&%z2zN~(dR2}B3h zSyPd^M!RBN6qLN*6UG6uDdx0FbL%p#)*reWMWwYzik1~6>$TV^(?l=ZW7l4=+Ct*QZwl9DRIU zy*wpFZ;Ok{3tx5d^Lys2ASMR+pT7|G@^Kcs@nFOpxC`U6hvvQ@5Zi_0er@t^cj}BE-&t^TvwyJcltcXef`IsqF3*$sdd`u z8~r|e^NrN`vVvFoV7_Zby8(f>(g_IKQAl`b{bW0~b=ta$w48%M26zQH1ptGzmE)Y3 zCvqX?-f3VG$K&}$C!Q7XKR<&&cKPSiPW}6f0rwO6e}BBX`2T>*cNo4V@OX)OwQbT< zU7jCorK6;(J4;n4w`?Lk*Ex19Ns~xu=z9GfFZ*9X#74{jVQX(N!iGN53retb3MIG5 zrk{J=?eq1D^S6cGWXJih@7fz0L7=NwoQKPR$E5LHJkvX(rz#SANhE1^CRA@{11BUR zB9fGv%5UEjpURt{WT3J?l#ulv)KL(+GwJL&R&Ffezh)#)BaciLpL(e0_9-FaU|zy) z^rlU$=MT_ckLqD54Y0M+igTRcA=_ugMCHkB*<>!V;v_5#FP<; zhnlL83(obLqV|o0*K2zmwwKU1ZVrC?_MS%F?LRu)Ro(06IlSte8(b2$s%?7#g&(Y- z^Ha02$&KTX)qN0md1wQ-=`>;|PI`>1N-2Sq9MaCoz3KAkYue zM%%WotBcFu2|c{1BN{0g{`O6JcD8#+!-MOI0lUPRcFPSU)suzW493*3ONtT5btxY^ zd-klNl@|m8JJ<+BNh*I35)$GU5YUL1oBL~TjtzBF()s(k!Jrj*pC{tLJNSsUTU=H3 zootaO1Ib!dtL%(MJ0)+Np^w}ej5r*r3?)uA8ra&3WoBlUoV2Ara+mW1Oe|n+vfF8U zv~Mc;3m4C&I3Sajnwsh87qLQg7@VhIY-Mdpw#cyNNwz6P8|>_(EU8|l1ii31mN}p1 zB$b($bY}-3P%xR}#J&>W+A?bBDIqoWziB|RP9 zJzN6LdC-7T+Nyth#9qJcK)~8$93ZO56mV4v^u%Nc4HsP#E1;nBj@Eu*J1LU-10_k8q>-00DZ*dJMH zPg&2XX@JFZ%lkNVQJ3^pyyg-fE0>U(m$~cXMJ(YNKmEVPUGdplOz)ZL;TpQlPnHg+ z5)tT7OItsH*iB93+=>Vh_(PQoFU>$GB$5KSi8GZZ_>Ok?_i(MTXlyN^G#w=di~P(Jw8 zjV6?l(7D6VYJA!-WsOkW6BCZKdDcnCU~LkSw|cv3aIxSuH~UWe)Cth#zoHgFpnO}` z_YQP7d8iXT7s`9jl|cS3dXi~UQF*KyaGa=_T6QZU7BP7GN(c}e5ADZCa>j474_o>4@;mMQ zrnu!7C6v7=kFMzL@&P|VQgNiOA+3b@HPc;L&uJIYqkRl&K^C>A)2j6doIGb4;8L?p z2|>@VZjZ!9W7+Fg$?+~`K{$U*rrj+O5t#LxV(J5ivRJ(H_<{;zi6v)KpbIbt+u3~*+%Nen5!*y z3R8so{JO10BxDF$i2azZ!2=zQD%=#<@Iw&>_k%x??^z%8-UJ_oQnw$ds*AS$>Y7j) z-XljP=iVE_STOXD{*ak;PRjk+1Y{BW5pul=-hKaYWcMw+cbFmwWr9|(IsZ~5wI!3c zOj;Q%8;EK-%c zkiEfDJZP9c#Bw^Mjc{L2DV!9FCv3@BVqtlM=Tr}B_RJF?w9296=>9Yj$!c}eaMP81 z%zg-=_hJ_iDnoc6W*{IE51(;@y*DzUxaqk}JfT~(==_u#&91O=|C9>XwEig}u(H%W zcaB3BlplCrs%ZFm?-^mKZf7iqEukF$cAl_bFBrWV`i_&=v(`nwOt0|mY$v>1>L-(6f<%k8!uvuK zJ2&x?!B!$>SDI;X+}N%9O3)p9&r=@<7cT<#PnR8YIlOf*>7 z*oxtt+5du4v3MCoqo65|MnzmBTeWCj9P>gcbfD}u$DzJ zX5aVVi^A=Efuzx7Jr&pZYzM#&e;WvSHr_=DNnOoVjX*ZTdNeisa3XB4`w+ zycI?soO6X~wM=z7H=$)vN@=uw{m`%PR%wR)!vrI+1Cgs$Ycbt`ds!==PN;f$9DdYAEz*s+Ym%5vU8@BAabk zZLqRG&)R*xjg?+z9D<=R^*}2xHa7#PA=`yd0{J&#qiH_=Ta)+vKyh7NT@RsoqlGY_ z08E;ttg6a0@aTJvB5%DDT4HZ$-jJ5qdUX4g@2J$PK20XKOQR{IheXilOos~%0x+J|jt3Yn;-j zIv|Q67aJ5>d8hQIL)PICVd1H5tBRt=GbTd1ty-wG>dGA^>jKud*|J_TFpdU;I$jgS zvlXw@OjqwzSTvW5ur$0x@LGsW!exE2(318AMYr~$E3mE6afV*ANR(Tuci_r_MR9q9 zavZ$URT~@YV!QO>DNzU(P1Li1xHs-=ns8O7!l!(j6-CU1OLGFUTxAPcQ6?PeK^E2( ztl#&EZ-09|UXd7gFA}*OeNs8V@52e&z_1sXe9sFyvx0my-fxY^T3F|25AK_Fs_FSz{mlGaYzt}GdLfZ3Br3Bo=cHFEG3o&)csDyx}#78^1 zq<@Yd4o#gY<~8}N^n|_hpk`=TV1qJyoog(Js9YKOcI~in|89>vcKC*kMtgfBU2Nl^ z^gRM2_@v^QIT+NQNUExXYlglG9HpA6-@+YDokLc;U{jB)>>Gb$Fb^z+8n_1F^|TpN zsneLl&8ZDFZ1~EZ_mFN~oa~fakz&JQG(Cd-q3oVE+Q#20dbPla=QkxZ*PQH+$8 zQW{TYoXRRvoIgpH0Vh*Vf3P7tBt?HRNmy5hf>%^<<$~mNr=zK`>Th>Q+F$P#{&p4M#_^I+~8@h4#~-0NoinV zu#^x8W!vr?xm8uBdUGa5MtnIM3I5OouJxj~p6TB!su7KV58okO6J`Lwpdd2KDl+r? z-JkI*KcA<4FAtw5jW|};Oj{u9d&c#7Gk^cxTrpc|Vj7Sd4WAmcWbhw7F-?A|%m%KM zQu5+>V>$MUJvy-XdOLAvMM9yY)c97V)a4N^edYxF=i;76nu0e@~>RE-KtC+j$G$|4qn`V2?7Ntwx$mNm?=F5xu5_tU~qN zk3wOhnB1*#%_|ir5du$2hv&_@ecZ3=5t@ErJ}WHEGwd|D@I=tYU+3EW=yaoeq-qIO zNLyikwwL0~RvDqzWR7#2W793lE#PqwVqd#W`enY>DEjP>VSR!uq!jTx)0pZrr)6b7tGbjQgnd6Ji|88Z!4V;kAQ+ zBjCLS|5`E}qyg(%*ECakU#V|MTNH~(q&s_wyl?Mv`BS8#Tg4SF7u^az>5QSYze0w} zt-vF&7po2XqwK$RNTe!D&*m?uE!f!!KLhqZOu^wp`8J3G$QR$b4zP87I4y+b4&ioj zWUNiVq@#pmUrN;9zku>Ni3BBu=4|XD{f6$dW!6{;y*PGO?U0a`W|)9Zi)4+nr3ROO z3ZsNHfI@vBk@j?D>=SEu^2e_xZua%{Edc0Hd~8vyot#wGH8y@N1ja@)iKcJJfzB7n z(smFiX|?9)bcK$pjdRLFB?8LAQ{UB5(m#?hHL5CJ3M@xTE!wKs#x)BR?4y7s;4=Fr zFT=n3JKO2Sj)mW62;7Jza-XU60+E+vu7N-Xbjp8#@o>3Ig~i^aa~^R>VNNI`kT^9q z8@35KHFXpoD(6ez)^J)^?ISE+aO`r3gq*=gz(o6SU_|C+2#Qe#{UW@PXlL2}kk#J7^F zxG$rlhrv!d>m0~3RKE3bw*@$>8Fe#e5NKaHOnyF2asUGR8`t1!n4aD!DA}0v*7))6 zKA}2L?g*%(FIC)Yu&B8Snao$<2&ylnxUINTI;lJ7=i3LnY(V1!Xb$;D%NqdW} z(HjcHy8!9X9z7+ioCyFkpk%jHu$nnDt{5Uhzqb9==lAUEp7`$EF!~i) zgTDTLwCs8E_Kd>NaPkXfkr1EW{q^C)!yHIppeoCJgzRTiN)NW?iMlX(!%fxCy*;GO z&rfNk_cSzuD^B{E>%lR5+5Wl)Ae_jp?p4iS$%A8OnuP#hm_HU^A+ldA2EAocP;p|U z>(yB_gzNHc^TiUAl~rgt#Ma8)9Q-1guAs#lfY^Bo)7(NzqcVSsA%8zD#m<;h>?Ih^ z7FELOHfPJ3AC$gG88cY4Gj80(7O54oPPp={z@;7{=i?O@^v#VottXvn_to8mJoa&< z@N_B85#&@3SDs<1t~3U4Gppf_?L-ak)n~!(zqG&s$s!e0E$lC{OvO>C1}mx8Mp1dT z)?-q_H_ZH0C_t#}yoal&W5(6S!$ZhJ8fc_qwYbxOX=jZh$oL0b*HUHa ziMukgICw9X(s~zPZ_=6pucYN0<3c3zh5Tw<37@mzj9L#E3OD+GU)on`&{YZyd}a*- zJ$v>Cx8q$O?f~g&py7iV!ZXLU`5DGKuy+ZaZNKdjdIn}UwsU6cOqUz$)1mj)3~xrB zt<1%W$-piPv%e%fPi4R3O1IByYL!@1X#%%=@?l3Se1Emn9*SyAAhRKV(HS;QB-RhA zV59ihpSiuMp4B+OEH}P25E^NO#dwAWuE4{W74f$_&BC6S3>xw{_a^Z#Ed%KOeOcta zwMLadaB0JZQFbFk2(HDLJLu<$dLp}pIl1VSab`FHhRC8=7Su*JrCa&LFcvkKQVM?b zjCE@J=dG$>>~4nh5DrIj2N1Y`Z1QdlN3nno@{m&9BlwC^^lGD;!>etG)0yEchTJri zJ7dzy4*p2lJ4QrYJFMd-*R}AcLMqMFO1V|{Cv5lnOrO#+LzAP2v?^8`wRY^@#>S$5 zW@=fU)N^j4G;ncL?p#DE@p1giDe=mk?@$ zKiWU6AIMc!+(DOSdm$&8I^5euLkvvvP{4@GfV(A?-+*tu_kx&64ogLAH*DqkeiJF~~T1yv+ebiSr% z3$g4zYaOVe7RS6^sul}>@Z*lH82g;d{fesY@{1dvNIn`;MNlB9p!tzoMxhTZ{hsS_ zNr~r1ySAY5`{Rg586O4CHoS@yt%jYM6B5!>BsN4jR<~{_)QdG_8L0C^4?~7}Mv0i6 zOZx|vv?-PrZg8a3`pA0|b#G{UqlBrRks0w~r9K?B@;t6Zhdsc}u7V9L>mMrhTL}O{ zI^U|Xxp5nTV97=docU`RoAQPqes!~=I&x8&$Nn{Yg38bxeW6gV zmemp)=y!JdwO&DG^8%7O?0w^m<&+|h{mt!MZk`YWO|HI& z$0L7roh?B$dbWl;t=5iW@?@={@ga}amK*)!2%0ibVcLiB9=PCo^3eQ!Js&gL%CWyF z(V+Qid)tGm_}S%#T)7{E8OP+!>BarbvOM<|;%3i4ak@=b&4=(A*Y~jMOyn-v45%ZQ z-9$!kEMj@o>E!`NJKVY5Y2O6KIe*mZawHN@Y0t-|uh(~d%)2#?INLz^8w6T`9)}dW z4wt{mh(ZkpdZ$3(;N1C$fz0UE^Z5e!P$o$?3M2B zV6c|d4;MwV;`^wN)z^xni&~grqoXxeDADTK*fD!JFT0OR#U&UB^K2d$h?jnmDJ{4B zIfg|?2n3F4QLnh>pJUNkk-F2O3;yAs)1ouA++3J%5UB@woL^9}an9Q26gQaEP;Qd0 zx>}SxWt_L>2W3X>k5xZvET-3FXLcQ{G)Z-{wE-_Pr$*OV+y+4V5!UFudxQ;61^kAB zrEeiAp4FoE$s#ww_4vbsWz}rK5arr@srtJ!-&>&; z$uW9iUF&Sh!P8g3zbHi|xsT)l2-?~XXn8+>dL&lGtse_{MK@vaad9KP?=EH;Z^?Ww zS=Zg9Nd-GX8g4^1)~8&+<1jBYry#_%m@ph5YijMETJ+K=>^o2)$cFq80#{Ptar%H3 z#d}i&u_9|+*=Z@(vhvXe8_Isk9eY7p=3MdpQTC=$&l*Vc(Y=nCg znEj6*^?yEplIyn#!#xjA&v=R?hPxL+#hvOs0Q59zHsWlRa#t#ILs{z2c1;H7@lDps z&YagmMEh#!xPQ&qSbjc=Fxek`zsm#C<9-+w z=tcN5BD>$igl${=%8n`3y5Mamb0B(h0%5Su6Q|I8xKD7T?Nb=6!+YYnwt#xx)CNj1 zzM>l5_QCt>m885pudZFJ7s|S8_8CeEsC@p6jt-8b)WuFa{X;-ejKLBCA+Y&AfV&6$ zz-`hX4Arxh2-n4U17IM-4M<}sD_v#E=meR%(W-aMn+5~Q-C|L)?%MV;z&!sMmxI*n z>a4IO>$p~oQL?34GrPP`k!xX{>&Ok?)i-!j`Yt}g*2mX(F~v|vuh$V`1CRY@ zoo@VlrhY&+M*C}OYPM3fw6$55G;b&?_hUrrkfs{RNFv2Nz={srgyC%y9S1aBSKguPVeg{I2k~{t$~aoPTo8U z1x0Gs#q)K`2$L#9+Um=e(MvpK7iEMd#s9d`4FvVSOaH* zorhP2Osk}v&9=9;S{ibVK2q=7s#fqb8?gLu@#9L;ljgDXHb6oKpmF-Mys?VutWrs! zNZ%rQMYQ6`st2>@k`fcIefjd`bsLQR^lrm?MAMPP*x|1hufO^Y|MzfoCFxX{ZjQp3 zRkc~|M;vrq$~|{us^&=~<7|S;zRO*!f6e~zyt;&Np1g0##fuleRa7J0ri#r1)+esT zvWdwMjmRHgcIIayodT+yXW1VyF?-Qry?l1Vip(UE#Ksi4fdqDt~e_VuzJeWE`z-jd_*6mI=*)zR_uff=)3?Z<Al)Qg6Kn4H-kj0-QGzFh@WSAu9x`5G^)+?)dXbi{qc=Y z$!T{UK3FL3Eqk4s*&{lz!##ZXPcvJ`FMt;0jACAz92*zPX>thWXQD3b5_SptAJi4|@XC_5$_qqvlXSwBW|2!A1^Q4<-B1u0xx@U7(Hx0qMN@sS@FQW9t@bS!I@ zHsPpYqh(cZ+${-L2i?-a#z~$OJ^ZFt>vF4OVBx`Dv;S6JAiTd2uWJ7FqGLb{_n#MZ zz2JRRHV6L&rnl(Ti=h_L6P%|E|6<4|0d02--bdOTA&xw_-QnmHjQzV~)Tf=bCjRcP z0>Vo)%6Db^*NBZq>n9!btYgDy8?yFld;Fz3DTYqzy;V@1t@+pK{kaNxjGy%~ zYy^9BMLc)qEXz3-vCH36$_jlKLU#}K1b1b%t$jOAF9Ob-UY~HqJ}n{?$1Qnen`@gc zC5*?fqz|`A?aikrNEC_6B$#^d5=4 z&6WC172-&aUgVK?YX~D2jyz5Mx!YDVGtHftcLP|YH@zo_!|Uh1bZzMvbD0wGlwy0w zyXNrbob1)aSW?)R>2OM<;E2Huf$ki?=7)UO&xy`lr0&&?2=uOWG5JzQ1m2||iQ=w_ z9KLtuDinFr(DF~>$M2x)B8ChNc9(=MY&QBesY}W2LMH7*8>^Ls#v)LbbqVHIn+0-i z&Er^d6y%>=Ib|c{JpKE_1VqNr zQN`H`8MgJi)@N?ud|iMu#3OT8hM4T@X`SK+of=Wf?C#+SvT62yva|j+j3q?~=7JcN zp--yPNN;@U!)gny68kca14~Hqs;<_B5}+kXGh6LPRNLXbf$a$!?SH_{Ez#*=;Z`1` zshe&1js3jup2K$5>0>{YoI76^t+Wlk#bu8RV9)$<+Z-1UP41PQ6ys(b-t*|-ywCLL z)8Oz)QI-I&D!2ELPG(0+ z;MQz3v(3S{0aGET-oI`@9Ud9}eQ0otHf@}w;^^e%as7Gtap=3=ovpM&EMp>dv@J@t zsq9Xi@qJwI%@X9u{)K#_Y;bs*fQj|tZ~xM7=UL7q!!biUQh$7R)QCED*1(_Sb-!!KyER1n znO>s@YMcJn-nuE@vfS6clhN$M*YjBnA1r3%H_KYoy5N7^;`IeW5YI00=v#07gKq1&e-va@$Ey`U z#9!OCWe%aeu$G|179lRI8XOetv47yo&$T0Ds-Ry6|IkcWm0nsFir8%l+Z(tgffTk} z%RX5L^(t&@3_t{nRv#=3s6hW@i|3tXJB{}Z{0F^4MgxkqyPlM_EMt~#ypR`fI9_T$ z*5)Vew-<2lsLa8t=<;ub-A-kZRB7}UX8eR~vOKBj%&or7J~2_{zNiJHof&s9G`5*6 z%N6ApXdP>Hh~+1iZ+W%-s)-amg84dq3+33&Og^EwE8W|;D*}-n{B-hx;BnRc+-S5R z`Ok_+0W)Cm9*UU{AmtgVQmD0 z)(z}c$IEMmlYdH>AE>3CzWYS}>C*zMz(bEr3Bld`egb36YozbT>7%U&!3XbPbs^Mn z*R5B4s{JC4d#fc1v;p4zoqq}>`enP^REteqKg?7iyrU+#?JY+{Z+>3K-%nzh$Tvf~ zC;C!_&=m6O2t$Y=J(u$O+S(eQq9V58`{eFhwO+UKrTKegiQsbH-ns!{EU z)t60)KLt`hmv98nIVADiZwo29B1&Z{ z2HhRMU((myYQ@|-9o+l)^gj#+)89aFGN5irp4ysd6jK#x7RbE@gdwPnJnE>pw0IUL z`x)il8Ui0 ziyjBgNS)0urf+e?#D`a}idf1%#Lcl4ZPEgZ4_fkKLO=g>FI>CDBNkj5&bJDUkE;yF zbCX58eDY&2ao@Ih5T_kBtLNLKz{NQrzgH5`YS_H1w- ztA<5Lb+x6?x4?t_ON{GSUPs$Kqyu+=Q5TKQ8G4u96e&>fH5ZXi)Hc`P7KkT5@>SH( zl{~Sxfx?SO$L1y_#fqkPe$6z!I=QXOxq`mK1JEfgYLQ+<<--+%mG8+JCJ?Hi6mv!+V#v9z8QGY|=>6 zo|VsAdluS2H!u^SdQ+z&O}nZ2@rU47H>}2qBR%pN(o70oP}w9-T#v8htmpAz3;X6_OHn-(Mpu}=nea&R zU)VGVo8^D%+cE{~w{6r8IGXo#wb^}>wwz%!5TD2Y8a^7$a8O%7k zE{zxcmLY9=W^k`T&Ufp=5`{P+*vhkCVP2}@^mU-ScqQ5Py%E6Kk@H{g(Fw#!raRf{ zn~*-Geof1F2+EOgbcins4zm2?m*Qp(9#%q;j*9!&g)w$Ui<}V_>FJZSU+o6lG7}}Sz9bYv`6FVc-r%6+rKCMVT1EeHzD}zK=C4ggk(Dm z_^V2aco=;uQ-jlfw_d2kId?%#S04g-JB=oGXqts-6SJ>E@xq}maK?2+I7yrDV#;(f z+gnN09rpBg5yf!t`XU7b<)44Mh^shr(!TvM{pCsvxX1h1HZJy)*pcBc#zw=%dyPqL zOPM`esc+ICgiz!fcc3_vBlWSYvhVn;wD_P)k`Yit2{U zNPWEdkE)zFoUeCR!v~hZ_aYcueroQ%X={zrsJ_6SbGX%(?va^CR=ig^jnKHSY_94D z?nJngcGs*W*4DBI>2x$EzhHlx4?>x%(Zg|8xGVY461A-pS z(}och#vil`T?ij{BPR`7^Jmt_Kg{4hi?^&m@t#0Ue7-SL%TgTNowcJk>Y4sQ=2TXR zPVNsmQ;%x|8ki;HdqzVUlYmuLevcllkr;qC5_PIZ&~WK- zfvCkDzZ}&~hc}`GLE*%X-0~F(O5+93Pw8J-kF+f)Rh3@cD{WKicx#0^oYKa52Ek!N z*8g^UMHhEoNI~GZBgFYc4)v=mM;APSMaV&A1AJZ9cZ9uaxO95!MzsN_b2ja&8n^C<~@xJ%jnTsa8&eFeHC zrG#e$=>C)+MV{Hj)w8te!;Yuef8x&bC;Xhuu{cjX7fFfBW>^+xjqdL=KXZX@vi|I} zwyRgpvQVuB?7hIFP(?(H0785gdB?FqVLHv$13oyw!JG*f{+?796&wjOUL4=9VSP|B z$Q$rlPT&UIBE}hAeXWM#%jaq9@PT$^6J{mopMVo+Hnrh^R&rVLHTlLCMXV@k9{m!y zFwPdf)fq*3V9MRzfa`fesO?S+z$OOtO+FnIO8Rgj%xon#zC63u^-JjymK}168 z;p&Ln0k-$}hNo}7m}0MWUcA99(Sp$8xqzt*S6 ziOX_k_XpxPkQ+UOWAFpuv8#+l3P?pog*{A!UfZq;CfVTFS8zJGw+O9x zpYuL%k?RoZ%Wh|@=JIB>^)(Ug^bG9AszwH!A1$Wh8uH2VE;T^A|L9USX#DX-Fj86a zBeXl)HthNnD00zD`%{Q>m(=p7+LFHZy+&t#qxw>uj7!31RYR=z0$a@PHx|Acr{>c# zjXT#7SQZvXLNLtoRws;5j3~+rh?aO{3gvfTZ&HSsgI-MrD=HL}U zWnZ42Z5#SMrOi1vu=fQdHzcE}bTBnd)+XhdePolsV9JkNL06ltu!izr4Ez-KNxkOy zecQAt{Gq;^C$%IfLB*Vt-|@!im>mvrpwoMJAp2Q)vm-x=OH-9%KfE=rJ^Y*8UD7iB zSjm8spI0ZNqM)@fC@LzzGc^rib4jDjvuE4}o3}r~{#{nZJCAW$QZ=}lF+*f_3Oc;? zy+SkHUoY#{jwcg*iWMFwyxC4|iE?-UEbaNWtOg^Fe{6NbwI}aT@-6KepGhilKIA`-(p%4*oU6>ZI+-43s3e&XhtAs@(u*z3 z|9pDk-BEal5x(`Su8fGTmHiFAN=0hDZTi>J!zbn6X%%>u_4*6{;NOL zoh;W&9fu5)r+McrccP;RyRjl7>YQ|6lHhg)a{Ya+q_$PWUcK`YJwDw z;&-!)`WLN&VNIcm!hxau%i0*N`NCbTc@#+&yO`-)>5xmi;`{OQM*)p3UwB3%E};9M8XWIC(Z=3 zY96-I%M1S{=~VWW>5jgs0I+3?i#g-@Y{EPU^aqrd(T)_X;kC85O+>1mG_e}H4sK4? zJI7vn;?BPVhglBLJP{gJ++OPn>}iOI^=T$VrcLYb;IbBh;HJquEtQDW1IBI_%PC{oi7*&~9i1>i;XJKUXQ}tihA?T(S*p!t-02%FFvsFKtTk1%@ik`Ggji zbUKHd(DC!OQYK#LPeeIp`X;2V0eI@XZ7kD8F8$lvzk+LtC&lId+o+t60VK8Ky$`}y zF=}%2scC6%(X&!xb2H>eF%#=^KEa=fn{WH)&zFvj3E}VVGJJf}%qwDDm!P8NW*clm zueEdg>_C7Smd@_k^?ya}JLy7S8qg$_Z##oVgnqo-o%W()n!G%-Q)km*%kedIgBq@v|0FYfZ+ zgs-}adm0Ckun4^X(hQ_)Q~&0u=gfZegUu4>hjN_f11(AxSSKFIZ3KjVS&ZLd=K1UJ z&ck6P-Oaf2_aEqZlBUvgH+CW4%%4REJ-BZ<`1>Srm+N`wKb;uBF6URS#Z7SSTEQ)2qRG-W!?>se}jckcbA2&unziX1cg?S5SND+ap=v_jus zhMKVBZ3R1($7nmhzjr;or9hIbE%)j2v3vHP;{Wi3#rY~$ppPrlLIeq=2Czg47@Fd5 z&OOV1k6F@9|2X`(_W88MYq)gnYv={|xtTX*y=?C*r4SSCt_J(f6%N!K**6WVg);){ z0oy_QP2&Ne%hU8Efh+%{osf%f-Ti~GZr&)o7_f0Wxvfn}G7s&PK)0xyE~L;=V)8b- zd~*d-abarFCswFOna}o}-A#)jqPILBwC~X|H&?WlYr6|M^2yfGQrTtQ4$|VWMV$Jh znf&<%@zbxmpRl|nbYyu3N`0$>!BQy%OkmR^b^H3Jw#*Am8hjps+LIaHH#iZNyq?U4 zfN13UWzKJcf4M0c-B2DHF(S*l6wu1p=Ntb{MOXZyOu{+4U;o+W^1>;Ih4I|x*qln< z;IyrY$qn8IapK$ZA4Db5v(K{9ZaF>I@g<&5?-62t4M;aGcPdXb%Zf}TE3ry7xF}vq zms=m|m^RkuOWi$aF%8XdPw;`XKQ&Hy-Sx!PrG$1y+z6n|{yYWKN%jDDP?cI!|6 zz#~cP2%APX<6%dsU*nf}8sCL8YFxh%Gf^CNaM4>XCTxmio4CL9+#$req|53Q5umYd z{Y&jG{g|o)aCiMrCdrJ_u|g}MKIxmKduPP`e)Tf`V=j=05x{F*DE~sSIOS`suYdK* zl`A(u2u14~7iHT&H{NY))Up!lX?$tLKpfpmnYnROHOMY^!#j(6iQOYTZ2wHJ@@9A4 z(U;Pqjd$t%bMC8K1efg~{?M5ir{F;#gZe4IP$RI~t^C(!vT}+&jF6vYa=B`3j{T+O zE@Yyn04JfaQqnVjzE;sOqEJ=Fy5fuUUmBzzSFt=ynk^dGx`{_WtbI094T5Hzi=V6# zhU>gx4IYzM4~g0Q7nFW@O)vSygc>ym_4mXc(^*PkxpH$BlTlsgUAO2i53pSR_@D3@ z@`C>7*w`53*qnu$=MY@5IXL)+{+RXyr?d$ov$xxqAomFG(*9Jbivl-E&`$k(Ygq?? zJ;m6w+<)cxPTyL3YBQq$uuDYehB!h#=jm=qtVpljr~ME&>1G=cll6ZMMAl5*k)3vT zFM9&58swFs+B>avb;AQJ_VqD64LX}|da`f$>oCxV3SSA%hcM8`v--4h26(rwFHI@P z7j!o9@>X=ut1)O(7`kfJ3{NmY{=01s(C+bCN=ho@xze@2*lxp&wKU>9V3*Em2Y4b^ zV_~yRW40g4e-)^m@)9D$-ARG3(MH+X5pWmO_M3Ys*1yl(e+r#D!Nl|L?XEh$x_iy= z+6>(PSbl!G?V?}B7TZs}gy?a9`3(G-kWH(-qlCy0x|7Qgl1@K6Yj=-1>>TKh;MIR4 zXm>9C&nby7br7sfSy@@)ovXo|Q==EeMT{PKZGH&T>>r4sTi7I=0R7Jw+L^tYGkFyh z*4Pw12W-tY6J8k)5H!)>@M{?WWs4$Y$5o2?|9)#6>+IlkZpHT`hw zVDsE>R#D@#!LZjABb27q!ius>&_~%5l<~7D3ND-~KCWGg%}){2Vn0srW+q zSfZCFYEz9Fa7JjTdx24nj&DugxXXEZhALg~ma{)47t%I!0%`+%_)j}MuqK$~z^zb~ zJjU+&y1LJ+aStvj25zJPT`fiZF50Or(N3GM)}8J=(0dRccO}oh%co+B6ZE|5zsy3@ z3VkIjBLlCvgz2!-$q-jNZZrXTf4=c`$HdHE7l6Xj?V*dO0u`5@8@{3Sa~jZt#Nx4C%LO&=?Q@_ikTvPEv^kTTr4z@fk~ z4Z}ZvTm??-h&}+?P||=c=i6Je=OUW&a{oDTL_Hhm&dJKkGD~f;Azb~C=HegZ_e`g? zUnF;2Wv-;Osg(ln$BAAn%{c?gM=|x*C|zdi%R3|sc(>ww`b7{A&CN42!;eq&2t-k> zee>v7bAo}BInZL8$43Ed4JCw2$Q)x z5r<*HKs%MgNQq7k+)`jhz!6%9IqEEOkffi;OGgDz&zcN8mr}1 zVSsbAKHelF;WUsjL0(&PlN{b@a2@%p?+-)PZE^FWmP__WHZHUJhKAAUYB~p#+RQJD zJ_!0*8}E?e;sSmP5z(i~b9JYVQ1l?XPsgn{xnm~${QSg?`tSnFZNCNbh@PzScM|F- zTvGoN{St*jDRFLQ-Ua}ZIm~N;}%b> ziQ-jLZk709c?$IUV(7Wv8mmD+A+G6q5qAe-NlA$=rl5ZY=sVl0u%-1eUE1GhC1tIe zo16O#YYJ#SdGe&%qvG)V$M&H_PJs&@-k|*I%~pEQd$)onAj*i|uZG3O?*Xal@9fgr z|Hal@07dzI@xv$xqJjt_h=fW>BaNh@bP1A6H^S20Dqp0edkJaj-lY)%>6Tm?mR^u< z_}|6f|9$73d6{t>XL!8NbMLw5e$F|c^SNb%IxGZDy6hUivdbFz;C(&&t5+58-Vh)1 zcYb;%^vUhvotxxux$5&s;*M|$N-=sSFfj_Bzh7uN{P9UZu=_gIW1Xo6P|!?4hmOO9 zX}q(g?mxPdc3H8n*AfbKuseF+yHVYA!^Wln7e|WGE7?Fxr!$7gRd=?%xzSJcpTUs?8FZ|>7E+GLV&1=#0=n;2^COp z7p@D>faPZa?XYn|Th$Vh;ndI^_XfR_9&=G+k2tZb^F4=AE%VO62egEi5Z>FP+{e;c zz8z~c_WvKMl)&+9&m?=>I-||OqcN+Crm`@EX>YDbOYHPKQ8?qPjvU^B93(o{pp`nM zjUg&Fy1!V;_M%;Jb3P()T1J!5pySE^A7zUcBQn6IQTSar^|CCzNUO5;T)E{RACyqC z#Rf{1Lw3=WkCDnL%P57PU;6#wKT*i8J|yE{rLz3&P(+^l0v|{a;dkdMrZ9(#T~-%r zmc0R8GJq1MSh2hodT3k0u4uks^P`}EdkmU;4Rh>%@DL%G+ZMrr&pCEEkCE)aualTB zef*&!yN!{$L_J8VplupBe!^V2&q*-|2TzaDG*T?Aw*;L$ZlEXK%peNzvPLRpnOIo3 zhh6{izv9Y_+mk|uICWSCM5vX1eNTyIP~d7lH4YbHSV?i!vpxl&b_sC#xn9@wUB896 z65iw=A|2$9hoq!!`3(r0Y38abJluiG)eDNSZCi^6WfQ%X=NVi~FUnMz2(iS)FvKoG z1BbQj_%1;GVjt7!XfXxn?htYwur00w50%%Bvqa^c)=hmD2eC(Jt(|wJq)h zbq`Of>ahGifEQdODAocp(JBof!D%?I^u=zJH0e?M92=_Q7wfCRgx$+^fD#G%G=VX5 z{uqqJj5$KqZXjIH+T7zN@812F47!jUrtI4fy7&H_9|WhpsAEnq;13rp2r58F0t+~6 z(Q#$kIh(eBgN9LD!{vLyJ-5K=$PSlw>agDb6w9KKw6QjvTj7fwXi@ZRu{sdN?$7$a zegv1h=wV4-9zX#UaqTbx`>3pJ^MsE(7iU&IZRP%xCIoDZvPLfXWgSJ$On<9|DsQmSmys{vSGQc_To{H!=?}LlvT$u+*|w6#{tz`91Fx+`h?(yK?rrWSV+tO%OKj_0r)^|`(&^bU;^M;N?#o?faT zD-|1pMDs$`toa~KHey&<4I5-MXdn{=MPy$N*$zY!12q zaO^do?jW;$1KO#!mF6DI-8pqXlvVE?Xor*j-+#~`E3sw3Y4O=EHYEjG%uA$SX7mmd znh@ehsEjS~H?)l;*hja{JG}?H1?%+Izijke#GkP-M8Tu`|7D2$;^yX7(4-!1=A|{l z9r*x&Bp5c>zUYx_jlv6?Tc~BRLU#TVjD_?6!>fK@hGgwoZjW{CEG#UHd&BskTxhk) zp=MsRV*IAt)nyKv{;69R$#BqX-KZQSx5_M z5s|BB{a_q3VY{C-Kj^6N{fDIe44;B5bpMJRxrHhRXr264B>@5xiZ}=*VXj-@4Zdk= zOAGwKX=;L2ZpU4E$DbIqC4TkK#QmPNu3tf`#DOpeAL$}RD5L7^fC+O8FkeOy$Q?=> zd(X;}Y7I)oOS#*iryo@h-Ek-|4VGj1J*|fy zto!RzM9nNL)ezH1VDUeyD6YUm;Gq?BRVj-^nyXa2kZ@=j^Dg}3#uIuvLRGe{zb4Xa zKO9IRgp!Lj+c4$!+W+C{(@(gwK%heX8MQuJ@x^aO`Gltcq?X;WPtpHk3kEHy($=vR z(q-SlYcbQ~o<`5}0t%qO+kfjm5W=%Wi2H@%_Lw>oh^OR%ONmr~@zLvdm_-NVJSwXh zlCP>37&h4-4_a`l$$JRA=qjj~U_Nv}Vv?gC#3s5`)ruOKQsHq63r6@~X+f$-!Vwz3 zV1s6)E_xWQ9$-aUgWpwEJ~hut2AacLx{td|_h4&}a7M9V_2IS0)0h_Emdzwozx7&Zg z5T^POc3!rY*{-lY1_j?JKKsvlI5#b^8bQmWW>qyXp=vQ9A&A4?u0oZYfOT|Fp|!n$ zZqA#j{D-as62O@nX#O)B&LztN5`t#1{?j&y#|Fb6KdE3^rW`{8W-0tPuwbc`PIE2@T0exYkUj+Y zI0i~r_j(4_aDB{ls{Gp;ey^pz*a8ie0%8R7Z|8v?Ce@tQWvh=LxsI3``adQbRVjf` z-FR<#iHxAb5$vd+1LD^^(Lh{c$AI$%dprvt6eNpOAQ0F9S6fExoI<0Y#e*94kd-Ae zxv;=$VQOwH#@Gcg;40I<$-Hz4uc6H;l9hC6G+BBG_(R}1 zzvjT}_*Oi$ehP5vH+dzDx2_fjLo=}t%S{=3gw_eqXl}&1jn1Wj=YHD# zTfuwwlk0D>{~o{QtI`%`WYj)DADt=q?zmC-K-g4o8rJ>cmx2_H>*_I4>Arm0k9k#c z>FfRblPK%cF%TQ-td%l!T12^WY(I%73pJ zF*pY)XfA48P_J^+(@Twsi~Ftp9b}JNVtA*T9~ftY zMR?TF|E{Nck}Pk*5lMega!4`mar#<*jZxRd+A$c@-XzAxZ2 zQ=gyf34w>d$N!6B8>A)d8{8W7_9}2^yW=_dhodY%evJDa=jUIEaC@6&vP5qGN|)j3 zm^ur122iTc^rLvjN!6($vIew6h?v`V zl&pv3qY}*fa$;SZx}PFwh9U8{x}6#wO#-`Y#-mA~UhKq?Fa$eaJ;ch?y|cr?ULd7x zW(hMQ?mwsaT}@S0wGbHlqocEnL9yf%#Y7QLm&z-*7tg7~$3A?6t=n;Tm|5A{hqr%- zvNE6+<75O6W17$~P>uMuerr_|ILd@5(O1@He-*%U z25#3`#-9;6(Dyu8;WQ={85z$JGCOV=hR2tB?`XW}G_vI!Vl}#O$HD0C;`~z*uVF zbt&2J^}B00#o3Xg7fvOlUawb@D3uEoAUNQmxU;FFpZIjy!+G%D-X!KZa_27Zy+(eo zu6>8!4MVjr5YicKHa#sZ%g^>y{uM=_Ob|4lLQE*tx}_Lh|0~KOyBbNW7!Q-R2P0yA z^}n7=Z$*~2qB}eAhBik>N8@>SV`F3ML<^!VUTo+(6gJEP*vd8is6$!3*Ogt@FxmtA z+GacyILV>j3)WPe6~)Dhe9*~Ngf6RQW-f#! z|K|1e^}H%d*b_8U5lUIxDL`Y(Jr33h<1Ih#$ap*c{1Eb$*5$F5=#2k@i_ooQ}9(oqE(YAdAYfuFuKgPd9U+%3LBrV^U$>r8&n$dn%i~xgf*-3Lgr24K3$#bi> z+%&|z^OtM6Tk$*iUt2I@g+w6Ld<{7;O=0x9lE_RPi3ga1qX6;CVP*z--gJN)L1aUA z{iQ82>Yuh}o5a$MbU5NRH?19CezB6YUf8ivtL83N(K!qDY#V%~nM)eO^7%SCZXv)- z?N6fntyL;hA5$`b3`sNZ2vGl!A8`{-k%Ht1=ul70l0z#pB-Q0Nua9rAC$87gAP@uH zzF2F6RCofU@>PB5j~Ci()M3(QE@A#Hk=3&H;R4C*WfRuer`M}!P;f{ne<+ss91dhwcx=FeeyA5$Gh}jc#rm*w>TLinn>pgg?$w@9xZlYRJ)qmWR z$Zh-#p*TFs{OBKUtIwl9icri(`kzY^zyHR*;EiyjwvOjFtEy@wns3jt`ytDV zF)W>eHr*|-6J`j572bTZ=q9!Gz%99c^4?R7t@shH{!F6q_Y|hK7oaSgSTO5>4~0Y^UB9zn22(cS?AM)(!=lJmKqHL6DlKCCW zZ{U}sKd1wJk>5bhH;#$zQz?jvq!?cb=V(uvRU90tV&)j@9x=wg4LWY)+{`fzRs$!; zr0tZ7wl=fn+8X%9WxGUKdjz9`PLUcWHnOXo{BObk+Wli;rkL{wa~m&FIE{rW3kIL| zUQmQ$#O!njpdi_b)CI{_3*AIrOh(J&+g;K{%z%Dhu1{5LW+2CWh(;RUsJW!%AipEy zVw0K&!a!(LYzm8FJQ8OKWURXtOs_ZL)2fzTkXh&gB6X~QAi#Mc#i)=(2h@zyLxD!j z_wE_D#c#XdxN>r9QqL1Pp8L{J-v(Oam&IY~-46@2h1u8?Km(oe*4XU)q;?yHn`#XN zZ``S-VL?VN`gfecW@E;KOxz`~3g9OI@$5+)hi>f$(5K2LqofoM)T|OLK?h+RNT7VQXxRgCXzTq_kaFJGMqw~>V>)W@#OQTRH;Nbmm$xKnIdG}C z60dSo)Vopl7&8Lr_W%>kM$ihp=ZscW65)LmQxHijg=uI+0a>O95IQ;MQOOBk+;32i z-Oy;ks5*;|JAk@Q5Dtu9v+n(`PYh*sLv4xNiq?HRk7Z*Qe46y@^=z#tlX$H_@-)4L z2y|XNoeu=5ocfFhId623dE@9XpQ(R&LKQkz{i=_#HK~G*W_4#yNdc%=O0F%tAiXLD z0&&z*v=ZM4IL4eb=$7K+*!rc11KQ~{E41l|MeTBX+5765qC_vPcjA1dtqG65Yk`GZ_4jIQ3Yo zOzHI8PXy#Uz)t{F6LYc_%gM@4PHSjuCvhsd)}QZor@$@NI(Wx)qMc4L3Q2q))u@Rr z=Zw@?*EJ3zlLQDkDJ>GL55@>Lb(yMcFO}aMK%)97@#XAh@l+7o*p@nbeoK_jDb;s! zV0HW4?~$Pg2cC-9b{CtyeSKjHW46Y;qv+VsNe%iU`^2m>7JAyv_)=Pl^O>^p_Oq8| z@u^Q=otwGnr7t~t2pnT4t+asCoZ#Cx>7%(+iV4&yk77FdR_Mw%=!5>)65;;|5vYIu zII~TiQ))9)loh^@JxhJp)>rb^_7#r}0pA1j+VOJ6z@l@?viKfb1aEV$657dEK=Hh8 zy#C#wyMC>7RyMQE0s8~n^zq>E2WQ7hA-yTXYqelZ(bFwYgNNPI?MWBGt9t&Qc}PnNTbOc+o7GJ0fG5A4#RBR%ZU3J@?dQ)T4bEN)A@_Kb z3Zw@(n&YZhP_rE63y&gCou5xczmsHtXulHTul<&SPu66kiN12}S>(z6Kmp-F)0=FA z8}DfzbW)b=)JQvKzjYC%jdZn*`5RLb6qEYL=ZTY^E<=!V2fGn8-Us`qDjnBh#wgYJ zi*nn%w{T(R^y%$DO8eZv>5*)2aB@T>y?BVj8E8Uj!T4&kWw)^uNJW!aADI~RgQjfm zwS7!Rl)16KzFu$q*ZjMqkko+z66z0enA*xc)6z{7WU|(gCv6Q8tJ}BG>An)_DgRx_9ktYQ?G(>)?2rFH%Es<{GYtF>V_&J1hnHvpoDC7eK@GY$FrQIOX#?}d~$A! zvu#_wL@;&O248hOMR-WV>g}?4N>_uK_qnpGRo(C4V(fjvt;#z31Q6{=fi5!Y$}T30 zijZoqHZ6PgsXt1x7HbE@c|N+ERo$(k8J@Gk;PjQoj|?2Ay@9{MzxRU`kF%Aav$Vcq zeWx$K@BZlLci8@^{-~6f={Oht$idRLEmYGWmzNi^h}DuURRh;sb5W+INoYEtWfHj1 z8*Z6GtygZZm?GLVN&YCBxDLueTLU$kEaNr z-r8A~b(Xvfl=faj?N#xV(>B@`VD;-!_CY+>yrg6B`o{|i`|f2c)WFh!War>Wc5{7q$%*WNvk87gove;CTT<8>Sv-?Nn#m0T7 ztOvCwi)mGyvi$S)$sls3LkHmNvxEt{Tb@1eB)eR`>G#@3`m&^dT~1F;jUFT_JmbeaxLzT3Q;9c!b57yk?L}b@*cYIka=A9Hk}m#5GPZD62@5hkT4v z$2ZMgcu<`V2Q$PqtAwGhC9aZnUG0Xnv*opzddQWo`&diNlGvN6k1VcmlvIgZ4QnPSlE zbiC6Vf5R_qA<)_qrBZsjb7(#tYb9glkV;MV=}= z@4Hu)9lknwP5_~=-=Q(;PJ@27hp7`Ky1X!#oJ;Hk1KDaN*!Cqr4` z=G`d_VKVv_`dVAkR!z_Y7~NkTqf(phLZbE_+rVB(gwr((z;E7IIsi4+VVDzu`~XkLF-jBPOrZY4O|_bnC22 zv3Kv@aYcK{()_1@Ur(>Wx^0e@zkM!GyGYlE)z{74eiT&ul;WiynXTcVG<3 zJU9LdhxS#D*It`mo_R+AN)~VFkDNKs#lu_*u>SWF!(#9*HO2CS7jjOnmr&it$*QTT zX;Fq0AclvBjnm<{BRhMoUy+j@EMj7lvRR<)jWb8p+0heIxqol4O=3RKaxC_z8Ohga zcD_2@^G~HbJb3c-m15S>g_}BM6I4dF1k31RzM{8;kquS6GEq~F{o`^<5d)1V;>klA zdzXPOx>Poi$y3&$(s$NtL0>GTwDDe{S)CB^)Ex6v{jzSzVWaT7-JbOqq$|>H8__wg zHHU17D(Log5F*YDA_>37T*Go)Wak@bgN1a_;v3C$7vQyq+r*- zQqMj33XxQk=WMQ?F=r#;APRa4-E8L>}TMF4OFN{bK?N9FJDJV}nB7LZ8M^Y5uTCRrsw8XnO1F^<`3HTBfYy@UoNh%o+ldj_$AGMyNZ~5qEB`fNb>F` z0rBK%^;(@x@7Vm}g!MwQXN7y=KyVr`1Jyyl8ORG_>j>!CO6Y@T$Li#1E#mgD_DG3j3{KXqUtoZ>vmijO{;n@JXA#Nzf-9n6k) zAMY$0e<9hPtm@Wzm9hA0wN_0|E(E_>XlQdUqy@#RHa#EMyN|6z@c~ISMEnq+|G3BD z!B?qZS*avDj}U$~-=#rUxuqAW91lsPLdIP=dT7w2g&D1R%{27SysZGlP0VqI=bmi<+9+ z&<*;c{(CG~vo((9xi^lF@k!`KXeWI=U7f2wsBQ5eO>PbEymmIU&#M-h9DSQrllNXb ziGt+K=CK`e&7u9KC*3twdo4n`gTpiJB-CH~%=yTlw(iXxMNIQ2*q6^N|8NrtI00DK zB8ra`xe)ru407wt^FUGT%kkCb^gB~QKSP->77Z54MQVfUKZ-uV`&TwfRq6nX_Ytwx zj|SV>#&Kb23tFqftnH>RZkG!^Mq` zvE*kZg(W1t2qCc$daGbzN&rV(ujy?XXU52Kr}Ap1f-w?gU}Oxb?ERw}M1YiDz}yx2|-N zfJVtiap`){aC9d}uJ0wk9Qujas-A(3s|@%@A}Y4HL=5lfpU?>&r~nAiH5-(+yr!>` zh5z{Rg3s2}G@FNykD({C8=^Kx@eu+_G-kNzn;n1_1g>mKo%Dr_AtQgArGebw9=S^{ zWN3(+IKKvJKkp(Tr@Z+|n)T12i3#IluU+wK=s{dxM;~u|v7JEj^XV%FqS|s>G~Z4w z)nM>89pkf}BP^XTO?|tf1<@G0+6fxs+!h;l5V8f)UffqX8x5!XfH;{$Cg~b7cNKjX zCcgvw=l}dZz19rFu|;cgY-`xY=X_ThN}*1CFDx5IF;R8n__TXS7q*n2yDgKj>>`l; zLIeVC@X=#W64aOFzV9E`esO^7DAHgNbG}p9Jz3OGcCVwI`aJQ^8N}p`Pu|p78H@37 z+Dxgu9uh7&x?K>J6er1~*dNy-+l|`$nv(FBd|hl~CKf^_7Uu*L6WYM3@!DeIiYOF+ zrS+r8!NI|3PhCR;hV^Qqod9D9YF9zzG=(EY33Mk@HSYnY(L@$_7>CseD3m9 zRmbM&QyeXHGU5-6IC2pixA?N^{PSFM%-=ikn|63j+Wk)bl6dOrPI|{Wf zz8Y|l`Y*|Qs2af0B(DYOBkAAc4;G~N65K0Y69d+@d%a&gbCz%v=Ni^w;2fKSc!nda z-PM!$gqfR@c%MgBJ0mFX&>zX>zO79HDoWWzWN0F zq~({KiH@F39s0DVa54M&k+^taRPR`{9V9!KW|g}EC}|NwVlC3P!2KQV%esKfv^JI! z`oFY{Pcf*I@&MV+t1@Ac;562}{PQ z2rcp7wz$P=@ch!L{XB!rQwS$#DO5M~RnAZImSRrRe11@X_?UT!&5eXc@tTIl`0Q&k ziC)|;t4jf3kG;UqS?ObsbK>dp&rhW@^Kq5-=81B2KJUbKt;}h64DLpiMmgBmWs+uo#8jEa zZIG%E+YPM9Ov!Jux2uZsx8TCm;XMg2Y141kW6&U$Fws5O4f;%&%lFAc@dM}m4Cre> zNjDQs8G%KzDJp6I5|7$>?H0W)uC$!-z&NWq8vJq{L#-_rR|RtB*DFBhfCPM!hm zo!9Qucra5m+kNT1xcnvVue2&x&5s->cEaCr?VP1WZCa9=x$A}p%!p)vLWq$oT3}~3 zR~O9v_8SF$>y%NhCnNAq{0 z+xsHS`B>vQ`b66Hb4E+^Ytz+dW@=tH+V{LUK?b)G6aFU;BVy_3Bb?}&iv$YC+kljj z2;oyK7qKj_^{6Y<0nUFrZW_{K3~oVruT#~_b0cjN)I zJwiYrJNUm5LaD;jkq;kp&4Y%~->k$Iq;FR}(I&+4eP^24mUBhO^*yVruXlS_R0+=h zy$KVW#B94;CKfjC=mp`_sb^1D*2u>Bu4!Z_w`ToB5f?1`n@I2?$N>KFk5)TNFTi>rzUiiH)pBKpi(&En5f31t5<;$OuqI zGWdoR7Uad8X|TpUcwEEf+6wxdDziJz3*Ya$sip{59=j(dYnj~K()fr-5QPfOdfKU;iMC9V3C@f}Fc->feZv+}ja>JREoTmX^QIQE1bV^d!N2Ktp&!?oY0m(o7jVAN9f@R{8=ORjteCRAq zR2^yI#^N`-EV&>?RXt>b7DEnM!dgfHUzdF*LkR5x&)!Er^o}-KiV$a#LS0DLW&-F_ zHL?53e4Z~&R(UBW8Co1z#Wb-V)NvE0Z$_pe9mX%g{KRT$c4H(S>~z!-eW_>D_;7=n$h(!a7l~h$Uai8SPZzc@Wg4d+_d|Zj*^*KPE5>Oyv9F2Q^nCazMGA<`~JP)iBXu)SSPL3OoY}ul*4F@ zaVxdPj<->pykpQ&dfC@bwf+mOOZbARV2xM6k{efTW%v!JzK@O>PMrOOo-wYGaFaZr zEh;8mH+ie3opDYaZ<{{|b_@QZ%OW)(al>U#Y9iMs<7l$or1#*exM6|%fyiL)K8`** zWINc^YvR-Q`gAQmy*(lP&7$af?y!gbKc4SsjC3^mHnD$W;p_0%_f?=wv^1MB(9N{2 zKSeCe)@V39>WTYYu_8xD6qBO{0dhG9cm&bb)s>xaW4P7&(eTfVGZ{hojL`?i}4t``%_(7nr}sn!#%5mjY8SULq5 zLe#Su8qB2uj~ijTGfm)jCg65j-TzxF+4R<$kL1)s?m@vj86@@8sX*_gMRqP}oYG@K zJw=$)hhHvK6|Qk!R)bfaBHd)2{Nb0H*0sZHTwml;MeU2vje9qCB~cy|rA=M?0%@vI z%1v-VUNQH*QrhEsPt12vPc+mV)*UcSGv1H&%io%uzp(9pVS!V*)@+ZW@UO1rhg$floR?gcBm0ur=Z#BJE+3cxcU>T zjY1wT|46R6oe-x}?dmA>xWLNfyrhwNW_PtyI+oiv$NG5E)}%kPM7FanS8C;AV;HE* zNlE(bMdvUJ>Cs(c*JFE9dvty%4!@kqr893fG}CU@+RNJAx=OgSW8wuV$XbAR(>ose zk5~Sj(ax*i!0!}62l{`no6BtP9EDx=e+b_I;z8JGZ7&#$X^%o$^k!yeTHXnbpgMfo zA#Kxli>gy>gB)nGEPuZyLt%+SKsx_N&iCzsxchGlaCtv4GgDa>^NzdJ>fodAGBYSb z#~hJ?Z(FGkWdw?yxJ$loTp)zFstjUGs)cv;Msl)_tg227>5Wl|3frB<0T;XTJC3yv zJxV4kbZzv`l>p9-q)D+$H>u5xP1JoK6=_wx;nh3s#(?!|(V~d?KJQtU&%vnPgw}x- zT;@j`2Vn{FUXLKr#qW!{qwcsT+Yiiba$;tW1ndOoA;vleuPjKVEv@r z-Vmacm%t?Ey=U)u_9s{iPj@z{L1-yJgC<7UHfO4Q?s?~dOG#{3->F3%Y>OT5yK&fP zw9Yq}OAzIPLGsJ=QXc3Oz1DD7?_4_e%W>2w&AHkywi}OKH%uA+hLwnxobIVI@F=En zN&W(@3+#H&5*-;@Pa~}AqLg)`dFmUq)qQt!vcl&nB57d!Q{&HP>}g-k=9mHD6%t6k zfFoCHPV7+njXTdJxL~kw4sAe&4?U zUT}SgerE(Cw|_zx-hZt;-_Kaxy%-rr6kKZ5yw-kmBT;=|XAj2jQ110{awls3u;WJ| z_Jwb>mVSkt&);=1I%G5hBGoN&DVOSY$z=W>uMC{AVY*UktdU9YtDG5W{L$Rw8`8hK z%q0}Q9 zt7@=}l9FC1%Fb6t4s~a`w*;f?$8m;VnYNON8J)%>ho_>vH$(k{Z9N0VK72N(7A+fY zcU-Mcv;+;M=DB;8A#tH=L5r^hAS@HQ^zIADvUabQ7mc;T)lIK|5$M_qWupxk=PM-*CYqmSbvgbBW z%=~)7mQuZ{H#KYf_StRS%)c!qyCsY_49027LNb?9dD;sLwtDXqdw8%AR8?IB!(|3j zmul{sbvIts8-8}xbw#=Z@$R{r%)f$Xt9j)s`X$oSEZs)fUP&v%ubXzmEc*BIJyYY> z&r+lJ9~-xADV`6%Z8OmD6ANd^BJ^27X670xbKU2ADjGqId;Jc-78yy{3?#>JBVY` zgIoNt*CH(nY$`j8-E@wMM)WQ}03z_&J6b?$o8GjBPCVy(dC}%P*PR@_l5j&*t+Y{w z&*y?40D&=_?KRbIpyMjLmjpEv9~hGB+jK%Yb1F`|5X|lMCoyile>b#$$zXYE5aRFc zvlAEJF^((=?7g~tJR3Kqy3+N-)~9^B_VD6JVd7*%s#Q127Cxw!VEkq`?m(zVJYzWR z-2Rt`)6Ze?5z$VuJ#qjHK8hvgT_F2k>g^#45UH} zHn#6m2w17r6B^Vkn%{@l>9?4&u#PeB78;vNqcgG>SbHKvCl-;t+a2=J_F`A%d0WMv z&NYA7^q%p>tLnTHjB;Ok*ePh}Vy$PcUK@JWreSh~%^?l2Z}0i!?>3=g`Q1K&_3y}H zsQ&Ni9s0cU#b}ki9>{X5`R~FVuERr)u7Hxud~e@<#U@tQ_6c5{Z;e zj$3<-^cpD*l;3yKKT^eG?M+_ok>w6l?|Im!6Vv&UOc}|wE5+K!iA6E#Xi@7MUaqbq zP-VQ^9RTIZc*a<5#5(3sT7KTu%d1`L;T9kqkTVZzx%|$0agH9U&(3e(kS%!;Dd>9w zx4e;I{E`Q5$5op9+4)=f={byUyC>6hNkfdip{U}{fy=dW`oPgK?C#H}Z%qX~@*Wvx2#b;yVEwjT91Sp~+-c>V&Q$*DCbetIsW`+RB~5f2rxo=|nVy_b zN?z`!{!>=N-=A-BcJQ1@00o5J?7yuOTp%=z#l%bsu!7n@9`9KGZ{{z3qdY8;;Y?qX z*;!6qwv~p+{CybakY_sGw={AbpNPHwl4t*=qP#7B?6V>)&OT+!#U~+27Xg7{;_Hga zswHk1_C7HTelG2p_*2L7{@(h^Ok`Jky!1s9RQt1!f!SBxa)xleFYb@hT>LE?jBcR_ zdT*rXcqPocVtR~y9dAg>JT6*Hb|#BO1>*ll_~FAO<+NA=mcdhtpSrV@5j+S9VfL^1 zKjp}%joH&5HDLfjIzyVkkVurMjlV$s7IwE}Mv=~s7yr_2{wNEwIHa{p8PMt@!3rQG zsCWKrSb{Xfz5LVvlHhkmPAmeZA+aki-ER0@3XtxwRKhRAXHlVWZl`f5xQC&qQrb#L zovK}`$ve+Deg`dwl?Paz_*~rF2apXcPP#RkgKuoF2lu=w5`;Df#V!xbFRX{pKzAd4 z*GVBD5QygwDo<@V1R@jbr4@6>srUx_Zk-k>uyGB3j)@cR@L$E^oO%#P`+ISxW2rMb zyNuqz=kd*-%Gs~o_8mj}G454-jh~bEMfm;BCy?`U!xhm9ZC#d2gO2?pD%E7##qM4D zmJPl=5A7Cbf}R6dB48doh|8qPXS?1^l)Cce=GAETnD5o>7hDt+I$qV!n%m8yn^x?~S-a7RSQ-{PSrNCz z^?L@YDleN226TQIdYoV9|2hA7#z2ZRcvde_nYPlLe=4rFHymo~NfS0as;)q}4zN#v z(PUsdkE73jf$0aFhacrgXc;GjrPKGU71B_yryCA;DEsB+O^HRWc)R;SrW$JbyM@T! zKiT#GYJx5(AMA0@-by&@n*BR>NNsA`)rND0p03yk3M=3V?(y4uv4CL-e(piFH_$GU zA#-~ARYgdVuDYQXoiQO_$r|@$vo)Ga1L;%`$8YszA7LNRwnT{GXQsC%98Rb3xojsB z2;;2|Z!N`#vqw4$9d>E-r!rQwhp*sE_1#E|Zz18$Oo3jzj3SzZ5K*@NYm-a+xFqO6UBg-_$4)3|W_gXw76ymQE~ zO|*sTSmWL-Vl3(V`P9kq68J;1byw=SOnlzV>{GFmb{670QcHMgqMaYov41uzzX>HT z8Dr72O%k9?mbhMPgBK2!0I&d)U3)4eYEnBxP=wZ{yx`oL*q{L=Y#xM{)65^2qX|gC z>LRqbFcNkNm!4w(I%T)hiG#wb#jL$?dsu8xG-C)qTgv~mREbP%3Az#LV~1;t)&( z6nDDtriqoJXL`CFamYC)isGoROXuLn|H=8biGc1YD^2}=fhl$Tbm%da@3JUmSc2GR zuTOSg8z!&+o4nUo8b7X#|6B%jXbuePs*^pA-A-0mw!1S!#8&s9IGni=4^x zu5ij}LjxNU*tyk?Y>@QZz7(;Begx^y0ZGj;P0ixX!^VrGN3~=z=5D&nE}W~;RaRHD z8>1H*>l?0c7(YvaJcHtSseDqUai@=PqWaQ)qQ<+7hgUtQWj?N_FjD2EO?u3?BpO%=+$E$? z>nv~+SttAES(=GSSi~SISEj9+8(D>uKXnjS2)X#q^T(D9!3eJP5|!D#o9ldjyg?mJ zh18E-&iQCBAgrRyqnaaMC(XsxJ=seWhGW``cfaGXD5Q0}B))L-C71i;JCzT~$9N;l z->zcwb!}z6FZg!O)_a43GNM|5BB7Fz(oZNvFMnY-wOMcH5L`vZEjL6Z^2+A)*S_7oo70s#&0^AK5?wv5 z#pSb5qw;dA1r7J!ST;B9&N0tQ_mSG)xs%h8#Y9F2+PjUb>W`;Lx$JjOmXF7)x9q`~ zhKKJR_oydS8{`!){-z;st;7n=MqD*G*YzarnLgI_k^Oqc;d60HxnE^r{R41&o+oml zhgGy)DnY7drfIBR-Gep!@!7MA6sUgM1@DH*#iVcI7#F!UaX4c?rK@VL?{CVAo$%Py z_sma5MVJ-7#V#By%biqnn@;(MQ|=#NDmSk(Q7V&hss-IE3RG;1QcK+dx@R8H+_h7u zhM`k|QNIi4?yL*;kqc2ZTsh|-hW`}1TuJ8TdoezW+b+@Ku&sB=97nS=(Rc<_iwLUJY$%)< zw54U28Ggl&CHc~y1{%?V7DT7fBmBJ@{-lD=-C#sWcIlfm1o1lN4>$l2>S~X261YLFeJIp zX)hUW>pdtucEWfmPZ?&hL74(SpPrSq?|i`Zv8OYq?Y*jM)d!8nVeJQ0K$g~}0h+3z zKKkOZ*p9V*?T~5z7RrpqqC*V2yi!*`8_#wTTRo-45IADWOX<7Pi!^ENa5wXm+}JQk zZCTvydmG z$Qd{+tBhsp#J!NC?-uMl zOj|p^rC?Y4nv-yp`(y6IdwZv=L0__MuRbhOo+#{jNdooXY}57xWBZFFUs*}XJi$gI zBw~+1>-3PyEN#6}vHwL}+_JZd+6kP8f1B5^rcK^zk`1-E?{1PvLRm0#Re(RvsBmIJ zrjO}Ids+j4YUQDmz~=6O<4Wgdvo*>C`(yqmCn7bEhPuXcm=$=pR#g28DuiO+K_L6ljN zI*nCCK{Gs{N86Ax$lnAN+>}tdQ+*4OX!qWd{A@j=04Z|0OrX@+*ie94U9^e#m62Gs zR@KpE+Ba31 zv=}&tL<1cO$i`bg^=7Ns-N?PhG|m!rW=Lg}Ui`4~@v3nN8I0|fnO{INP2q7t-uNh| zn#4r$-yG7e2U5O_hDo^NKE5f*cDo!#$RgxH-xEYq{?%?74cD*>+D+GGOOv(YeiQRE zEcOxs2|cZSUR5=b?PD7HLgY#T@7eGCRru)H7SgrjoWwSMGr7#Hb}O1JwXvr@M_scx zc1inLsy?Sen5d#s!dqXeHRGoGRjb|0U9lu+SZ;T+T^9!(_ZIAihp;889(Qra&|OaM z+h(zchGdxN|KaPsi0b|MeZSxHM~_FhbD#UX&Uw9F*L6Lw>v}#jFe!@JirbZs9Sz&#mnc0^ zOd|ao38W_Vt1&T4CvK^@%spsy%viqgW`>UEP$sOH(5H)Q0W&Q9SHP;;-YGXp`=ysx zGf%V4lIy#~+7Uo7*}+Z!v`&K1SkW;!7il{Yq$c$_-U$S|-k09esO|ieT)+tQ-yR8% zoxG?-LiQu8iu~r@G|;NN0c@W!v9X>QGO`axj#Q^qpuK9og^L7$&<|1Jdq(oI(w&&g z$+FwxA?8L!o7q>C*X=jOKBy|%x+dKADRZ))G?gjpyV;>w(%Vuj@X(ioiWt;S2HGqy z7{Z>FJk{(UuEOZ3rZN>ZeJh*OwsA&l8cmyan+MK1O^10%#&mkQJ0@fB^W>9b-$)#f zZ@tkjIri#SJxhuvU%KH$T%vq8##~ck*_2RIe?Tt zwbfavyIDT*`f|>jnl;aHXqt>A+Esj`s+Py9?kJR6|itJQf5Gr_M`cSy`u~FeXc6KX`@|EdSRq7Y~F5Y3*mUkba%EISgzkWtD zbya2j$NaNUL-7?ugxl{!5lek;Vy#3Z*PT+!Z_IHwi)qX`R8%{n%}b<%j$H8hMDH#s zFR#PMdfHR{!bYS|i($@Vj&p!yCr>?}c5Intx&Qt3bHlWjv(vrF+1r9j3JT40#R;^W z_-|IY<+>J&Q|gm-(u%E5pYEn2UBH;_ZYyK^_U+(RdQ*0P3~Ff~R&w}eC09l>*}nBy zPrn^%E(|RSwaR0BF?~GbA?Pb8;|QGZtR5&yOM_$?FQa(Hm9is2lZNYxE7k2O4nKx% zN}6Av5mB@?DQ}eZ3d+uos+^elX@1&@p^#x?adCG#f7)wBM?z%Pe9L-f#5ewZDz2_k zU+>IvW4+PthE`4~@Oc8gqR7LqFS_Sh@YTx3)G`exz2d^XTH2W|hF+yAqp&UKSEDN{ zyKG{oG7%TN{bIb;vB-klw)IqixNpCcSjrs-d#t|Dk?MsS*I_bvptq$t-DG6niI4(2 zWFd_Yy&r^s%SOvLI#8n>_Vy9d*|I?7IC$vNrBhfNBp^zX-GAY@FaL*iKXgZ5bt2u7 z`)9b`df+fvJgVx8ap5Z6-tZMY!KJnFjFPA1hjfyDP{GQt_Uas+{L+Cywb1J;B}H;I zeLS;azowUy$o*|-daj@(jHYj^| zHB5T01w1EpBdbo+EDbC+k-AuYJtKLbStq zBDwS-`dx{B{fC%&bLW=kQ5tgdBCf7981v^R@lG#0*s&>FCvUb5cHJEvmwSIXEv<`s z*G4}DV#1)MM)Pgsk@^g(%(+iO+BYPoC5>bP^&g4bV?D{gLN9<@Hg){GoU({tMAORI zBNhbrlU}eUe|H?2XJ8we7;u-3{F(b}GVj5-5R=de@0@2AN?p`cox}Qe0WYHzRCpDd z52CvWNK6l=;%^JqCNen_=6yBoRXL&=AZZtXh5i_l0fJ$y1_!3DuW z$bj9Bx2c(~!94g>teGjcWow5o&*zigEW9oE)wd=9clLz_5zub(-Jc}Fsz8mJ-e5EM zK|yYxF7=LNvh(VZdJ>A*^c!8gQSm2F(ct|M@_QTY!>+#UX5pJt)Od0>=e2^J(rnkV z<=y9>)R){WnqN<}WJWhwh|lD=-yv1QFWddhOmc#ywq2|-+i9!$R7|W*nn7ovy|eUm za9=z44Z=54->GfB(WlDK)yR1H$WsPIbEaL#(3pFAwO3YL-|NgI$GM<-=8|6aWIL9R zuP`sh<5T3K)QrEQrbs?jtJ${JFrN}Fn_^Ac=^J&hye2H{%fi~tS@Z0+{S&ONxH!Ge zf^DK!ChpQ>m^&TpLm=d}e82MBbefP!ZI5f;AfuIb(f0WAN*~3$S5@ww7-+bV7RycR zipXw3ja%e|Y4A;Y#)@5vV7cs+t;Pe-wW)|@DpmhX$fKT(P3a@^3W|3emoz!7c38|( z_&^EtTm0gr>C!c9zmu?W4X$oh0VP1T*5}W2*!PAkxWvlllan)1rxy}HD6f5EL#b-b zS5RiOJJYi5NM@OK$~oe1EO)YGdmonH;h6H!N%GabRr*BnDZPSyN}w-Kg=@GXQ8I(b z()jzHd2Qa)`0)*E#qQy@Zhw?|@FTG`$X&jU2gB{o~!=4ZqJRV`sl-TRfFvBP>A55Z2B|Yh2=p z_=3F#_bf)cgt5rBOyEi|+E=db~!!4dj*Z)>*GSaW>-DxRh+x$+N1~EI$*$5(y ztRl_6tuVXk`E0(`d>rzCHqQ-^80y4<^`Ak!rmR^8Fj(joP<@6;{4P5+S*)X!%T;g1=O=}Yg_RXhB^buNTB zY^>y_`T`BX@rwx7Y+H0YsrG!JcBBVjR4EFimSGpUM9Km#>4wvs^9e!Iy?7E5g2gX< zncn^E$p=Sdio%&L;j#c2-JaKr#Paki8{^qXK&XuSNG~%$5d@skrgg z!nR%fJQ{)hkhWGy#K`FUdlc&|XVy2^1<|ZYs2g8$WeN1Hc?!3(ExWn3HmWkM8ihNH z2Zab_CqI9@g;#X<^=mw@hG-1RafCI~v7sVUyKQ^OJT8=&&MeO9UWDDRES$;Kbf*rV z4o!#-8~FW5e(A5J4d%1{jJeJjPFKy4FUFSaa6i{rLG$=W^P*c~kjsatQCeU%r_sXQHR!l1v%YH3(I{G$}$=-##|(#l%XS^ z+OOF3MS4?7x0CrMc#)xB9_AU?e#O0+(kFyp-SDa~I? zjdl5+WazZgm2wS2kGkBsD8qcG2W8yP_k{Aw z?^;6h5q!#~FLF!tP5{G;${>-rN34f#_Y7=<^3u?E7J?l1~X4QmXbd zA`mrmjEz)3`Tkv=fr;1ZmFRo>(g`JB-mi$zEr0(oQd$1Ut%KGmKDrwt`4HEoZsAL8 z6*)`EAj=#tpeThsWy(-(Xi@MJi~b95zwDFrCOxBRmsCSrm}hVlda=>_J-xrP3$*PMo}cIO?$aEKerI;>zy) z`qxvPn#!h=%S$Gz3q}2FeKoI&ogz2wbC&Bqzi1VGlxl9*i-$j%-6o;X$=g}DPBzj0 zR5^?K_+AzU>jW4@8JU92rYvrakUkS4l#qCO7?ypF-(rK->ddHraGrQ^-_4Bf0IFMN z&)YO3geB~C9*NI#RC=WaH=Ipspbanb4phIIhO_#7?*Z@!Mm@8+^co#83LWKaMm;*( z#WT&%_%}%dBecb|^AstYb=i69eedrj$v!1q8@Ir6UcCT0r=MT@EwD5`J>v)(#gA{L zz2|-=sO2PHTg_QP7vu1lR=o_tmlb-BO)2da0a3q%&g6B_F#4)(_2;zy&c$Ihal4Lw zy8Df!ljQ`H)h0p>h#dSnWCdwQhK{q={{BDK5K+*m-^-VWJAp)vGB!pyp0U^Z{{G)8 z$*yBAqkILF8H0iS2KAdr77NP+DDH+9WmZ1tDu(ghqdz$LaJi|p3_$$Fdt4asX(dgI z;o0M)Spt);ffC&FuD8R*3ua3ilK1pWPDLP znpDG@&Ix%+V83%&|akluQR0EUtGA@c2&++ze1go6-dc^{(etXE|*{ct~ z7ck`0=ZoJXW>Tdm_ImKuhl~y(^04Z6kOLA|vGuVqW6?`!YeEXT-MyE3~wy@1~4Zk6M#G%(XX2BXX2MX#t4wXr4y|7G7 z>VZjxW4=^@^ZYy`UxFFt42Mg@^bBGz3i%)?`=%Jg~V^6wX_b zIiK+Nzrd$%^R#XFjZC;)e4f6=`p@R*$sRV~Zw76lBy^nXDDeaj0b-neIqa zd(-{0q|RlM1(`h{=U!-gZ+Rf|QMN?$YeQJtZ?9XMe$meIY|}RGSBrCu^k@^8M>YQU zW-n+2T|1Y&qFP|872f?4<0E~R*Zk)rvl1Ye_gDBulB{6Dz$0~xflAa=_zY)~zf{n*^$a@)`m%g2ZWGcK%j8)FbL z@XVdhK}CkmHJ`);I$MS z(YcHN^Po=z`s1S%;z$!@n}A2UF1ftGa3Jme^2OlF?T_ieeY?tg?2 z1b4%v2y@Kdae~nPYZgDn^V{@!CVfaB(mX~l!=pj_Y*^csF+Q&yI|WLLL-Xs){SAla zCy_0%lHM*K+j(w&6Hnro&?REzlS}Rm*Tvo2l$BV>jPGW6R*#?0t2R!B`^8s+-{PjX z;tY=~ET(nZ+pIGvn$-#8E3^}9^iQqX52aiqDr=;Z4O5x&q}9lf`8FH9t8Lk3I2P45 zX5=ezojWMY_D@1B+c8;GIZBa>Ay*i%e2xD_M@2QrIdZ-o7WF*S}b`tJyfT8q=Soozk#K z>SEw|qcz#~k~JC=q8a1uZ$}PwE>;yu<Xl(N2U2cI|#&Pt*TN}}$p6bA3m4;e?>*lsyK&OqVTFX!9Z z!wL7#moMBNTb32)2NBgSBvavW%rY!i?`C7v8@lT*3%L=WXz*`THxJYDlma<9yf2qP z7N28u7zTvK2+QMgEsjrO?d_bQqK4~rmpxm#?=sOp{jm)XF!Nc``a7hYmBRMMq$p{tpE460^%^o+ai9N4mXR4P;c4Bst(Q@3#Yyx$F(Zuk$@{GZ5Q+4fy_t93Se_A^*X~}OrE#EhBaNp* z3FTs?8P(HDSCZ=FuEx0l&DrWkk*Xas4GHle@2BE#Qv(mvODEz|l{ zkKZ#9C#m=st_Gyi?D9)(zWLOe)uWQF=GL=eT|-U-b7YKy-q&n!LlY^X#21$JdO(k^ zBc`u{R7RzXoz5mFA$l_3+r*+en_m(h?zcLJ`b0?NPU}0bvI~g*F4qw%&17(qH(g~?7%yws-Uv&qf0*7qVwo; z!e17AH5XgUf*kp_Qesvv68l%f?nnWQ!^6@P_BBk4TWXx->@xm#XIL;r;#;Ni;lXVe?u`$})f5UCp|?+|?eWK*rCoS8{!wMko)@t- zE&fA^C-*iF#bY!p-`TFj+T{vUUhB+i^N!zGyF1ua7&|05Nk35`o|sXL@f>H%7t_cq zWkoRTp+k{!H+^^>6vw*jDYM{q$g*j1b#(lozMLf>^C)%6*t4FnF^ROJi%JHQ@~tv4 z&4N$yG?T{L5!8_wdpXVb_3+j|A@lhR#$`7@N1o#uJWc1H+HdP_bSX*d9Uc(GpR=u; zyiO=!>Yh0N>gCF+_zY{lc(WHzPV^6g$G>{1KR(Xm#3mC2w8DciV8c@6KR zb;;SccuHhA%emUpC8btgKOVPC_KMSN8l*b+Gbu&vq)aG8*pzcF&9uQkLvJr5 zoSSU$1p%*g?Dj6%{Rt7o=EptpEnGL}L3`wF^elA?ZgWqBTh>!_{^Dv#dXcR~L0*iY zJyEP!pG10>vdhAmZC|4nw$x%33$zUBr{qTxH9r;Cw|5MsGK|AC#R?x~(lma`m?`y* zG+tPPU+Pi{TkgNc#1ssEkXduu*^fb^vP${xh?&k- zhZA^9AJvdJm7YsczQ(1x?G-pJPlFR~CpfXfDpmM2<%fT(DE4aH^SEcitGXREsd?nV z%f5Z|WC9Te)Mu8_q=5@OVX@ZRH!qs3im>Ji)z`h9HX9d=XMQaDswnkw@x1|auEA& z*kyeDq<$(#{kv<=xbCjaabkV8!*$006*9!aQ@l#Q&fi|PHlEIx>%vs{AhSBc=;Z6y z!o7x$+{OwS$)&r(6D(u66E@!@?v?Hml@;*c^a-Ue`Bug}vUwc8>cB68f-?Qxh*3qV z)I00<@OUT@UKd<)-eQPS%|rWEvLd%dQTB6R5)IF)s^cI+Db8#I^Xm;3!EcAFekE_R z3)y9Y>oryrpyy2&xP_7n*V;T^s+StZsQ?xR>u!&mR>M11(|YD=mZZD(Kbt-x@;Q%# z;6Y(weH>U>6Fc^nhgqS}=N+XTaoPD?Y&QMxl(&2a^6wfhwyp}^jW=lRqr{&RsU0Jd zD&Ck7cO3=l(gg@ZYXO{yflyTJjGjdpgxZUwu0n`tjyWqc)thl-ILsB(^FmTD zRiuhmgN$h2)7q6<=k-=MIrOjyO}AIuPcN)>ja*O|Ze$N$VOhuvGE{}{Xvielp(D+{ zaX^qf5*KFV5077EVPSzpnVpYMO%-^M3P#aNmD83OoAL0Du8Qba_N8@B*-8nV@Fw_i z6Xw=LS@V85eUtJ3k)U6MQuFPYogxoSvmiAjLX^xX4%1=cMMJM3g#CBc`*(M&%n+hQ zVAxLdvyCBuAea}wMf%& z+$FpI&4|ze!ohocrIQ*#9dZiI;RESH)rYQX&AnpB6rSJxp1X}Un7UN8fFCN;Y1fgKiHSWAq;`a4WzkE3TRaGOab;uIbIlfmrXlhve z7N)&qX*?H7vR*HoGEU|6=@@6PMvTIHx6wN!ZmYBX{mS^E*{6MWi}(n1DiD(=FC+DF zTAoxROZNDfC#VXQ7e_r&6Wl}Wo;)aMoDKFj-Al&Zze*xott(T|rnvt7))!=YYXn)U z&@!%u2ph+~SP9`m1sM&;h33+xXk-Yk5;or4Jav53_WjUJ-zIx7brhTmhZVI+kBgw` znF$@gE>K27m-(3Ok92hc&${c}LkqbT_XU=5j#mD%^6Y=tw81BhU-BCz;O9b6O4QgL zD!bgenZ`ae_@*9>GM&7cwB`%nk|hITH-(-F>E-dtU~&XFQsl5IsdiG2;J=U}m>$X| z-^o*}bRT8!H4jKu$`kK%+I8@hIZKW%Djp+WR{z5E7}-^3NwB8tjj{wyU*>9YC?^l5 zTni{Bimd%OJsG13pte*eXvV}UY*23(<;MeLaR*tW^< z0Y^L@Z#m#mxRo#XtIz#}6)3gs(gzW`9;bYgSmRLYytb}M4KqeG%RMp3y<$+O-BNXSkk?s9 zjaO|{;6Y0J*y=R0I5gfKA9OV4=N?2s@PZY^PTyEx9|%w;qMSu_^=fn{p?%c$F$rn; zWLcCWoPiuoLqqMnClRcp14N9*54|Cf-j^K2;=klN+VwiNKxXL63d4z~fTjM{V1aMl zZE-`i>;Oww1f0~M-7;9kGL)3t+V9zAT;TrOyE1H6?xRPr&mdHt>~=-NzI>%Q?hj8L zOWH_T`g2MXRAKWTIgX3(+d)$`8u1rRx^h@7X&C*0o>(Lw8yOpNWT+^Bl!h47BEYu@ z<8(}1oG>saARwG;_E`!F(e%Cc2{_Y`7(F@iHm!K!busX}Ny*F0w~;I9Qkek=y0@!6 z_2HoY?*5PvVHG&6@z$HMQzNU{bN{}v?!F5|aheM{ZcnO(y*3U1Y}S>n8|SZ_RCns+ zNlmb$3qxK^bxcm{BJ0z}PIORtJbF>*nc}- z*~tg@6%g$9OWk@ZqgoRnwuP|%tvK;Vs^FN&saOQ*HfL(q5+Len)nryR!1Y>ntHnpX z;P|NM+&++sbvc>7zt|?Lcz0*>rdHj#R>ub_j_acWJpd3|+;rTs&I(_-%?D5yC8)8S zyH|d;!ZdMh|ItdWnAu6<09D*YMdm56?W;!%{6lF|eTfVf~AAX2?edZreG34kaz z?AIbtRlc)m-EF3G6?Yz&n_gm&-+wL?*C;(F*!%6D+WM>lXs6c+8~q*} z4f;VCfTSrAeIjmfNfy$awna8pXPLMxr~GgTsY5J^EGD&cRdNj!uDQ89{Dbym8JU#S0txt*td{L$V1&iFhd$(<2rWa)A@_G=X<8QM#Cd1H??f|g##|vjjAaC5j z8UQUjdk4Qq1<;pkDW*#2Id0n$I(Nj&rKyhDf&(OjAs{4-1y&;%$yH9P8G7L8@Sj4J z*t|a&QJ}gF7>3vnA3l7&dAf|q@*uag7f4j_EmAQ zu7@FcM^340jPZsoCCsX2njO#x`K3`P!-0pwZo!!ZDOR5Obn|3t|2=F$Y= z>%k8=OUwszLON6Ag!d(Oao*i6GlgR7jQ8d(LfW0aPFqiJd5!~CsrBXMF@H3g8rT?y zEQ`b*?Eu-Z^l?0tLHjlkAI9Y8%ZuM0bbW-2{pLrWab#d%prD3uA!WSfK*s(61lqVu3<=^A9yS>o)EV4FO&5?Fx zKqe&%_V#sH-6NyHYG~Lw*FnLMbJY{XD#nzz6Lsb5`|W? zM(9b(k5;`F!3AP2OL0vfw#rX21zLY-TSb;t%gNyUlEFXOze*wbR6{|~x>T7p?7A6i z1)`T-P`KV)dq;w6Iy>=$^77B-dtZIYnHI+y0)ShU1qiK+Gvw(ta=NNC65jtL+<#yA zFVlNwS1}Tf3xut~TZ8W8sm(h`z!QY*HGR`S6*U4>r|fOt8gjH7NX$}78ueSXNYIm< zVmKJsq^=s5ZRaM)Hh%kt1_o`nm`Gbn{R+0X2=b9h z^V>dTT$(`erriy^{H&WHB=t$DDn;!DVn=3wO_J8aw9#g~LrY6*3UOAACr!kUk@+6W zZo_3pJ`nV*zhDv7D)Rt@5;JR>n>WJe!cCq3NsxO1W{(sUouS=B3 z(33Imy1Irp`*$5(CVN0-k+qc1{HGr<3Ekt}UTP(NHA=FPxN-e+fWLpe1&A(2ZwiWt z1VD;J8R*&>AQh)A%BlNvv5^l<97Zh$RH#h9O9}|-uLD3tPai1w!M7H`X0f!@k(i^N zxNl9a92)#@GU~oxVC9_aDC9*0cpWxEJ{Kgge46P%Qw_21Ru zmd#1uk&A+fleo$@Es!cRzTEt10|?uVnwc*pp^TG%71J)2>V%LdQmD4y> z!S~#7FKVP(_&0UE#Jrqjk<-;p!09P6pSY6Y_L~a==iz4KF# zzo$Sn4Sn7#yK4t`B&pb&zp*y#8;l5^I_++%tpl*p6JuzuaymnaL{Psw7!(Q>QPu;8 zLOIOhyvh0c=sN&RUBv(^`r{mI}MED7(WEFvg9x*XD+J+E~(S=%?uqSLhJiR?gu-Tcd z8(_aN5s$=lgrfQ~Yw7A0lxSW2v?~*iwhoT8jK-ani60{wx&ifgDR_iN4j=o!YwmXj zua`I?T^Yoy@9fOE^VPtzCrP1itgU7KQkcu>Y4P>~+OF7xHxV&mRvAR%ERPbjch; zU&7RN?0~V}=i4d8#=oa-BS`r8^cRbAi4uy;pPt^}uPj>V*=pyzBl!~KI9o+BbLfM^ z+V)OjS_)ePh!*S}pT3d2eyufq$8j`Bt`1^Z-~7_l=*gX5a%FncADeM`Bh!BAd%gNI zRTK3s^fuPVBQXFDFd$NDAMd%NOdM36!4|UzO~6*z3D`iWdO?G>S6IaS{?9ZSsjq`e zQl*zurxmQyK7!0XgYkwi1V?~#+q$;CuI!(RKM4U-8ia?(&yZdV=d{pUU_+#ib($!E zN>WT8&v(pibm^enz`4nN6y!4e!^3;0rVA~nuY>=T!o&T}1H@K;A37l_inT_0ULBK$ zlGaJnN=>}k@AyC);!IG1P0hZK`vEN*-`3@*wYf6g&}RfYc?)0%?I@I34A0PVrCUS$ zuf?kecV`B7heytequLk-Q9vVDOwjWDE0g%Ncy+D}xJr<09AO(NmbCqE>&zOyyX z7bXHirXcQIlK9RZVv#ZZl)I52EsfZRkGEOgF@H?dkdoQI0iEb{5DKXUffp?(8M$dS zqpXl;6h75g(yg3$iQ77TYXF9-Gu zO9$=Y&B&LUZiw&)e3xCYEm^4M+mRe=j5L0!F#7y9B`a&2eM$+&g3OHH>w!4mwmA~8 zHB^4cpl4_AP{zB&Mt`Mz0o;CvRe*PL4t^j)GdO}ca!Lf4VZt|p}E_K9Z*x2MYqYW z5Jl8^^6t;ey|@j0bHtI1V_JXDVHN`>^i66R6bB%J-J*Pph;NPv*2q2(*0OmNilIvt z#KCYZ;=--%@fYB4uWh3Eab?g-N_GQyylbD8)xi4_z^x0CeLq>~Sk^Bc5Q8M$wxN9A`?+oaz$oxA-&cT(NR&(eeH${*EPnLxAnM@#R9ZKh-p_^Q=-D_P9FvWk z(M>jp+5?o~GL@?GJ7A!)_3UgT@=Cy9dVwywYQn_ybC$iI0hhZqy$5dZ!$k*P^KFXq zh1}RiFHq{!%gLE<-amyxyka3KwJ=d(a(sLogCtrQgOeWW_~Z^Qt|yk}D(Xt^b^OBF zh6LzFu&zRrM8w2(dv+c`RvIV;g!;45m!}wYrU#oV)0HJe<^QZD3T{GsVj`m2Q%uDa z5dHh$)DjXBj{1u*zMX{&_`iGC)$ZKagY<6e@#6i3(%`;^X7pf8Efb=DEXczxJFqVQ%in z{wv^D0-x5uY@v>B0d~gFG*-$EPcBx<#+n+P>6vC>*`zjZ8pg;6_B&Xn2XzWrtr8DBxo;4=$Y!Eoa`xS zf^*G7EgM`j0FwqjAHtD0@b^cbof+J_IKYsVQJLIs1UhwMg5xIjBtjR(-*eU|ct3uDi3SL$VX#@7@6EseS#%_rb}>XG!p z$`rT{V}u&WNNWd26KX5`qTc@<<22Zxm6=Wk-Zb{Vg_RxVZboF|W4k#9mZA75g*O*@HNTsv49bgY9Mt1ad*290892 z9;*RvV@=Q;&4g%Edv+G8Qv<*`@Fa4tFjYL5Jp7_=qpE3g5!ORECY<4>{SK?O2wG%T z07a@|L^*x!q=+{IcIgpg;m<3cCAB=!3$zE%-I6Fs=odf`lze>s(g6^Qm+0C2r?B*7 zUN-|G_D*WmV}kgvo_}F4nkwLZL2^8IAaj6I0D)D7B_-b~ zTeQg#hyad)Q%^_`P|ow4W)(I{Ye|kT{*DH|+cPg9{2?p`y+#{QZ07@!Xi0 zI^kbnQm?M?I3a-Rz~>jH5G3U3&d!yW-_&2$gy6%6ZrSW5#_ngx{Ih++DXDm5u831m zv^xuI5evv)$1HoCl{Y4LD&OM7!XMtlg9iGQvG6DVl#t^2v(iWMIutGegnC*aaXs?E zd+~TzuZ9`?qy|*zA-8@Sjhs9YLA@M#$}j3f@x9ctlY_(S+lNf-9EKKjL@o?1$~%!^ zdE6?lhRHbxmG?SsCqyNE>3;+x(yoA6m67BfvkSuRNN5D9GqFo(@Q2@t7$Rx$0uZoy z=(w{ODZNu3|eKpDvjA~^(W4G<=vRu?n7=8tnrgptYb$(-*j)gCsL5qpdhOF_ol)n4yCZ8 z3vsxgzC`V?vGi6)h6spy2-4nLCP4w7es*VPfl1j^zbXYPSdJ9OvbJu5k_THew43Eo zUN@=K*a8Tx;te0T`Pq3e^1Y-DD~J z9YTzNg*V(h{l#gcHL|^P7W`N-`MxrzU0Y+{uizu+R2e>s@c(&3&5nmxVR4jLAVmaR?2vRSo81#dPyG!&NhuN6uMLx%3 z1rTKc*Wf=jty)Na+HS?b^Za~|+XJOEod*Sp*UT`R5=`hLT&FH6s~uTl>c<2z6cmkm zV@cPi4doC(^)=~-qG3Lan%WPJiDOUSPKy(9$$NT?3Cy=ZtJ-xq0CPo zhVzciUyJBY*TFM2EQul-6*yU!)Lj<+h}T*>L$v4@CCE~3g0U5}>n_xYw_l#Qe$lD< zLT$GsMYrq>fn2CSOJPjioTp2Set(^WU?6c&t(~vK^?TyKm=eOJG`EA5Vs4j7Z;*A1 z`0yHfaF}EdVp1{<+ZeM_kN;FC;leZpU<y?tTD@HuI@wulU&QhD#(JHJ%nO_6FC};)ipsBU z`%F;DhRNin_E1&XP~99$KC6v;Ck$;IY|Jaq5L$9GrrVi5qbnuTZrd>{GFpO5__+53 z;R@_kdu8cO;{Q}hctzHkvM_RRC?u~OrM0pf{`FD#IVmsm2c9}5jRyY|8TEphv>p|O z*#16qf|k})&RWs?i7e?m1D>xI8U*x5yp!mZ@DlE=Q<-kG4eLvL&35}g1H!a>MYSg5 z-pTJqvNu1cW)6f_Woq;(a!g=H>yt`Utlmlur4S+`XjpadouDG;Sr1jn8}~EF=rp8$ zuEuQq=AxI|&pSsRuA-S#w-rtKdMQc-mXb;KZ67|vmGqGd9|`={HkMh;aDZkU5AdMH!TG`GK@ugQhmnX|}D zki>0rvq~IZB55yy&uk4+Zg%J`7Lx^~7+9us(>SVWdo@}HkCbdX9f`gHmL zP5xjgxpUD4Xw^r?$Gy~&{R7`I&R6QC;JU3EGwHNBW;;Q-j)M9$u9TYE{F(5_iHV+NUV$dt1yV_U~=& zJ^`5i5z8ViNHl3!-KM1ZR=)6yLG*5h!*b%3pjK91Klc5X)7?2aBIQ;kgOjI*f17q^ z9q@!)prm4jgiU`<(Zf|q-%cAl4{v-cuT3dMnqf0FM^w1Fux+GmV)~F%M5n;?+{PnS z&je11)OOR@gz8hW8Tya5He(sZrF80R;KJU_e$qI@Z zm|rga2rKKn{O!KG=1Q_Xw|SIAQo|K}V#9Nh9cttG*-w5Cgg+acL^O~(Y=xf!d*lBz zJIrxdH~g_8OKrSSd^h&$c}B(FQkY)aH^s^tjbG|VRx=4ivW<9j>s{zu{AAFXtCyEw z$K&72)OvIf)(870nawXri`?d4^XrZDYyq~4hO(W7ron+^^uf)~&ZM1e4`}rt32Ak& zTUa$4t#E>RdG%gOS_VnwSR>jVJHZu$9;WkK_QGM@sC~PmbcNn`FujMs-B4Z`RYvL9 zA#7J;;xK|)H4Q8Az5I0Z`wz8z?+|YJGX_k4Z!o#9lj@&#C3wH%tUo#^X3|q|m8wJ^ zyEE4`FL}*6OK2)k4tT>g5KNDo3zAQJ@eExT;s(0jd^z+LNITBT2D)pt}r!0QYQz_p~TZ7TQcaR zlX)GY^$9OlF9t_GYIE8WH0M!K%WIvs_^qUgg*9}cA?CiKGaxOw6anf?#1qoqd-~EvHklEV0nO)H1oB~m+z3CiC@F? z5Tx~}mI=NR@F$$2#v(Uq!7@Y4x-KTlA=e^GB!wDJd@Lb5O4-FU3n{RK!#V$sJSzI| zU776TeU4=U1mTvg70S9dRC!3##P^D2p34QUUhHf|>ZFk)n;h0;U~n)EZ=_l>POU~B z7iEO*TuOksA_K9|b9u3+PD#tp?MTY_D2&o1U{0)s0oFy82CIcT}6gkFKP**VSMJiSQ7((Fd{@YvyhI=-Tg2aPhvLFipqS669l z;&F?a_HV%PiC@dcoA&y3e~3~<=08ULt<#7)jtpkqeymGlG~oc=iMt~C1~|&~a{dVd zSs^xLgCOg1l4N(gG8K}eEJNTDid~WB6h&($c1Dtszrz|5B_y44G{W|7p z4FIW{-MJ}4mNNe!S~BozJQ~Mub->g;NN=-XC+N{b8fU+h7`ccfC}}-BdiW4b-7)>J z{|@|XVjYp;L3zgq8@M1neI6uXKmJJsvz$`5sTZ3OI<>#1uyh!?@DvQ5bA}_?@r37g z6@LRgPFM@&P-6fQQedE6<#5v9G;R}1wz?-X%-j88VMXD?Yl|u_?oqbaAS}AY{LiGl z3zPO5Oj^ha3rgN`{9P2iHxhRk3Dmor8D=a59u$9=y-ofqFK?97^-shJHa0ofCQD9|^58U#y6!maw4r$tVlIweLIz^GD)Bsw%7gYzw5F}X5p&;C;Wqsu1XD@RULfB|B2tBLCdSPZ;O#sQsH$m z)Opu7HnO*keECytV62$@GnRSz*r?vrj|`bZ=Ghd*`&#lSAni2n=biYc4K~WW#uD9YZ%9uE=t!|Nn;WArsZ)clloZGECaZ9%5x;<#?)>hL4lme}b4|n+VIB z^S@^*))g`7xTLEOz5M_!!GMl9(vBx{fGXS!F#q+yrbIQ18(z>?Ua0evnk|Lt`ouOE zkMwqWXNqz;3N4^gc96sKz?E#tilz>)S%5MvG&ahbU;Ep8+Tm(nb_@`FqbWO-&BWRY zA?s;6nUYrrNnew}qORxLqsAp}ldqf3u{l>%5A>Uw9Iq zUA=&W$2PnEciXFe;+LFbwF6&Vw7z;@wAcvg7)KffkStrF#iZs$ORTm6czdFd%|vFw z#P@`N`;TP`q7M4&v9i6X@aaV!){O2qzUFjBClSrtlAf;H#3jAn%zDTJNt#iwc|ZF< ztu-SgoR!Y(o^FAjaFc=(Zp!_q+H@E8SbVfT$k?9r%`e&c$6))j_8j5YS<{U>z^xeo zwhlBaP#zmvQK%ey?)G=141$f)6l%aT)hmwIHg=!?Yh1sBKV`}r*{H0P(h%88wEwG* zJYg#@H}wjNC)oc)@wF>!o#da|y%Yg?)K&F@H-8~(W;+b~gZnb*?w|W7H4#JFcPA42 z{E1Uu^7Lp+4gz(Xzym%4{_Z(jWhqI;D=1$t_X{VkhBYwyxZW2M6*g=wxCAZG$`Cll zMwL^oxVj$LdkXEfZAV%T`D+AoBAef{59@gJj}yr$cv|-|3W?43Xusfq>rcXa$uHrh zO_}>+RG6cqvVR;Mh3e8mC^=zM95}45?;;J^HCVAji?%UQ#rOTCTDnH$;X!}SZuo5v z`D?6uKoJUxTZf+Cw$^-cLs(3VwZq27X2?Va=plEqu0tvG(6at8>RAzM;cwU0W4WGc zU^O%?CzF(a4L0gf{m4dr$A{flP8k*%{nRl7*co9wQerb4X#R~Tp9pn6%2#7-SW$cQ z5Q|E~^I}6q!?{*e6-2*WvAZ2C9{pMg=ki;azwCGO$rvp8T1bixK zG~pi~Odou(`;Dd%5BI;Mb6TqX0+jwAT*Gul*1+qAh?rOq)RK7k#viy*is0$Ij*W>4 z5mEP~`^V*bcnN*&{E4IGJV=u?a(LKEqXjacNp^mHYiLoaN;}&4PvP6SpixN!q*=gm zo0FD_;mlvRH1RB2fElsPDYA)32Mcn1K>Xv&^znaFY$x{yv&eGbpXmE#K1|@J;NR=F zM!s_5Z27{q(bdhQ(%dd^5!!=96k5$&^=N>EgQ-o6sz-ZUf?i| zfhy+pxeC0=o?P%@Xs=!KgYw79-qyDvAv)ryn3x#wnRSj`$3&m|Es_pNy*>!8M)HS! z0-&(C*4J?SrxyWT{5N?t4 za{K?|?L32`+_r9wiUActQB*`gB`858O9nv!Nh&!jIYCLRhOz=rw&`$P4~OjnrqB4o(Z16_k~uN+c$1J)%wjM zzAEQq)K~3QEwbG2nC~=kPw??v{8?m1F77p3j=9>)O7M8Q!jClpZ{0n0b>@kQ3GVx! zNO)!dG@wRcuU_~rtjOtXElD+<4ToUWf#vnZPGxx)7Z(*NulhBaR&_-xcU4ZJ4N7B|K)?-PF ziqg!~G?KtOv<9&;q~o-G3IQr5vuB{hK8Y;WIp!4=OXLzW&C@L~UQznjshAC6smB1I zATV-9z$V%WkL`Zems`0MiLg*M7t_RFbxu57^5|X{1ihPQ4Doumi9(lYT7|RbV}%&f zp#^htmuBknZ=ih~&&61=E{1?!4jr&M5l?Wua{Ir1F(2o#6j7=Smh)M~o8nkHc(gm{ z+eU*=+6z(rQ`Of7Kont6HQb8H^&0yYygy%IqAr66nBbj@dh?8Y$(qU^&0h5a^M4B1 zT1}BI^<^Z4CbBl3yyo08!~FeO z?d~~2VlVy0D0``=@i#QIGVYW@n~vM==OR1yKlLjDID7IDE{kl=` z5EfWIieM=Szhfp6<(<;dcQvWRYcD3Qr_%*z!gJO7teNMUW2b{mw*ov;yDJ%N9(Cd&1 zXpwsYm>zW{QG%-ASh$hG)Tx-Z0zt5)m}LCsYsU1jN}}>5zs!N3JHm6SaKgH#aRWL! zMdM=e6Nj3T-g`Dnty8-asmWf3_}@piQP_L+$j@@uqHnZA*rWCyTOyx=%}Y})R!Gcz zx2{=Yu5m`sJ|^J0C!Qq=)tEZhRQ;ssKbYAmWdfIsu_}vmVPX0xIpBWZ>|ECkn=(#H zPfwTW_f-rJp&<4i5RHSJ~Nl6YQO#bm8kE8>G|K7d|ZvF3h(kpa+a;vur(N z|7e>o7sMQa+z)ZkI}U+9t}+s;QaQCbWw2G&Zp}B^H>3u#Gn)&qU(~R76NbfJhg|RSOw>1BoP>staY;gsDj7ZlMp~s>n z@#)tT>zi!YLXIYI@3V=b7T<%9rbG3)z*vGWUEteu0+FwTeDJ0j;K$TX$jvr$8diRG z`hn|7UmTq1yO-q$2|fG_o|?6Z4W*;nLj##hl~$ zzYoNrIIyA$ScqoFR!!$OHIqgQX{8<*iL~d?{P+p2h9n>v!Hj1~JZDoPX;Vp1?;JB8 zu6>pIwW%XTzQr2)&>4BQ-3FEnwsx1f#`0^ObqEdm1To1*je zmze8&`TBZqe$;mY0g(x z6xmKi3j4F=;`Kuu@;_zYI=2}jNeJy$k>`Q25glT;KQeR~q}+LT7JilJo3&78d*XN0mppdH4Vqj}Ck23$LpxNVrg- zx-C3z@v`*4MG^=0qx1!0iSLr^Va>;De?MOmhLf^7N$;1qJLK=C_cg!VwKbWahd<2q zbhqd{L=L;x`zG9)4Zq%lr@Jw#Lwlg?N-n5EB4XSHZnD~_TmKqt@A~tz->u&UpM<3C zYE(C#p!qVsIQ)l{#`OdW%r6d6|11ZR8}OaO?f+;;H^BeXxU04OWBidYrwo;Wz^CC; z<(*&T5V_mSB_9{VJWWPnVV!=PT+OWLshxl4eFtzF+(PMQ;Lu2J#+?fLZ5OgzoyOxX zE4~{Z+!eCC+v4*@4!ecAiO~I7mkx}Ec7Qb~K^Zp7>-&b6)@pHo{Nf~b76(b>Gk9%q z7>8Hk!0JU9%&BpOw*M=o zmInp1wn274?XIt`TRbClt`|1pp&|HE3NnXP`7*ZjS%`=75J#kND2Y|4RrhGct? zJVrh!1Yq1p3Js1At5inm}JwtYxPogtQAg+Tk=LH%~O z;GiI**SxT}ps)g^-|t25c^=S8ELMJVGqqn;D(4VmZK~AI6@lR5u#*t3YJDbXW`NDj zNjXMH4Uys;qYg~GML2kft2i}M1QtTW7YcE9NEipevDB&>E_1@VvLiZP*Sfit2d|w< zPG^V;*WsXs*8A#l^2V*QQL0|uaLzAfPC-;|YU-P_BH^5+2baP>_WxdPx+E_a;@~gy z?e}7sl3c^RN&BXEKF{-0F30VjDH2iOCDCR3w6L&%Lw71=9^R(jDTJ(6xGpF}g?z*2 znSa!ef}tmn9K$@r0n02zHYwqed~+Xq@EMM^=0S)y>A2N?lRxn%E=V_8s~YcfogL2NHy(SJ~LCmOR1F%t7xy_k^s!@T>e~bNa>4pFdMuXWBZ{#7^P{d(?C^ z9#^WZFP7f6s+cI|Taf=cOJ#dgPPCX#EZ|z9#=AES&B5KPuK5%96WsHygWNy5#zYU; z#w*Nprwx4bvol{MW7+}nov7^@a%L82_dC#5lY8lnsYv&}d2DgS)a;DB+n9uXZc1+0 zWZ#^7H|I(T>0V~DhvNj>WX9Y5&v4ccK#xI!x)HZ$bZjdNGZM?Mz@k=}o$v40T`&y> zC-dYVre3zbV6^J+BfN=|NYS&C7Rp);>G`=?3hdvF9be$fpS9#!+qg`A<|W4o?_G&k^o+Rgy!qzmh+*DKQLe&2A1j`N zFl?KJs>sV&cro2qtPIc+y3VUOBy*KS<-;E)X3;`6c#iv{qp55WW*L~09&t+}sKro$ zp6p=PKK_QTJyIEpa}z<{Uzw>hyBDuK!anr<;^Yx)?b2|2fX^>$Ac%|_t?>&%s z&d6wP|JJH}#DKHA_*F7ShcSJ#M3ca0P3G~yS~Ya?KZ&YwcF7eqL8rftXkI#@a|R?yFjp$z~||eD6}r{PgRTc|z=YZnS(+vJe&4qyO(p z52(jEG=O!=`0MLa1el5&Hia*X%^A{1Qn7j3+4G=ZH$i&${@(T4TIsV~hR-U1jOpBi zv0M?~_(j1S)JZ@y{ecUhF$9Vgg$6+_xa0`&Es@gU*K7)E9v~Ir@|&&(!KL#R?7u_A znMWOI%JeGUZXI$g4H;^glP!mG%V&fpx--KV85zR~&apQJWIP5Kzl$s=INrG7pH_#h z_VV&Eaz~gnhUB+JW zJ>cZYli{x&@K-zmY|~U9aEU1}rpGH@WEnqiYWv7?OH$3CT;wfZmF>A>QHnNagzt)B zE7Ys7l~O%pcpkOk0my>2hhNY;NXj9TmHatt!}75X`2cH(j#i z0ul^|Fk%SY0`wtxa|LPiG*>)Dm_w32k)cN{9uL6pkN8+|@JB+uz@C`uCmnWGuX!2k zvI_do{7)Z>#{H*t8IbObzi$T)sNC~u;zT*fNvbTYSiH|g^7t%q z?)kmTpgl1_K06p-B7L;gVn}*b(83N1(1HJhE7FX z7PTsX3pSE5MjBr5DHFbCTB|F!PcvS5GCIuA~!YmR~&TpVzmhnyOTXt?6==VkkY zvww3q63Iu34BC6x6v-QXoIJ>%@;&Y$qGj&qMD!yv&M_IBh&z&|8+j+Jv|g9jHTY8i(hEXG)R=Ef?3!e-J?x)9^4*Rb@n&3bb&6VxH^KpSjKR z^_*=*JFU(>RLX-Q^?dQAA4U$4=2XXzd`No7%@IZKv3OU-Jae0*@VO6(A~7q3-w&N2 zdot@W>&6_MYtx%=Vmeg4+G5+xBNwJ380V0Gjo-1`$48jKAvmSvF!#mS?;F2WgtLfvb<+#68?Q zm)b^f@)%GWB4z6zKR0d-wWQc)hfJI+O7kh^=LNg9mqVBtY zCS$2jPm5)R^rwFJ#xt2jwZU$SKB|^4yi!MD@k?2%Rkk$2b7rG0WTocn45@|!i>Sn6 zwwCilpojoX{!Wh5G8=qbX~;Up{jK7vX)$e-W(y=zoY(_r8* z3URrd%D#+=*9|GH7$)$%`dbQ1pgT&}XeRG^GM2^I40X9~YP0reKvm5X)B2pjSib|1y+cfG(_uFU-!>o^m0QiAQPRj0qQ^f}@K z1vxpcJuB!Msb&-0;6VNbab?yDeK~ZW$^GBW84V&Kn-Z3HW|oS)a(8ZBX#J0qWvI6P z6Eu{?8k+jTkB?bqQePuKpIcdXH%2{i>JK>92M*|D(_ZP5UVlCLQG{;dY!-U)U0|?g z@05dWi6pyVQi_kd^=zBCp-SfyJOo-))WjS{Wfv-ys57j!(1sO7-I*E~Eq;(&U7-QpLhQ;t zzM7bC=33D~{|#&vuba#Qz(h**Y~89*y?xfXbWs1^uM0b~MPDB8cC#&({^dBd(~@Wguc&&77;31DqbRsfNZib&>d;|=^~l@ zIO4RK+SKOEqv{~olD$lyD#fUx0kW}8#C@{w;Nm8j$AwlB2c@3N_hN6xq$4>Yox#ni&ElJ zA0omc3QpvmvP$NvuKS*Fa&TMqu)BhQf@@%jdq~j!oe*K0t94o{R zeA7h`gZ@bOAI$Q~B=HQ7=^HJLFJ7Q+Or3XZ=3N%z^rT+T1W zt2%jPzs#wkCvgray9EFqt4*z)7L~LBd6{!y!=I5l0YMn{2V2~`cv^E>(1Y{yqj&B@ z4Eh#v(}*+}T8T=}^(|exjIng6G{18U2@EA2+O_Kp>wFZ_-DiiF%n7S>TfPlZZ&)k# z*J)EDE7pvI07(;U*6|xYb&k=p3VepMPggtNgc>NAMZ0 z9kKE>?)(^rE?NDg|FH77z`idSO$~x`q)X9(XnI>*(_Pzki;DAr)M0hs|YkPMaWJrQH|zQV=?D zd*WI(2!&r8SHW?Ce7T36(qbnUJ6SU0+<@-LoH8I!Eu%f=DZ!VmiJ@oqo4RVu^_l14EMu_4^L)c!21Ixi@4Fz(UH39_W0!TEe_nn~PNBlVr0J8I_ z9hq30L|AQzVEY{p(VC7*w@2VM6dKl~9DP!`D1i_G3h~Gw zaU)2AnH6}rk&ZzhhPUn<7#q%7899j{WU2~C210QYR1_~WM9j0=>~o27RCc|LI~g>5CXOm%*wI-!$wNc*Y8$s%*(q@rl%>GxH%&`doyvU zz|3FzqQ^TSr*X=e2NHfEt|u?XK^_E<7jn0i$aee0l+4;G1JUs!vKS2hoht4;YfXH` zl@Zij%|Tqn!gn6YQqLjHLU$vy?s1r5eA zu9bmVPZkL5a2bhDBnKIHXQ=Tl-38wP3=SwxuT@r3;?H(_CpdPdK(7Ma;)lm6Ug#eS zE&JNa{_XGMX@4`brf|W#NZ-Ojtpr@-ah_`vscw>t3Tx@V=6bSq6bob%NI* zFe1VtbO3}M)5MO{HKZMfw22k2i$RFKU^>Dq7BT$rm^Qyh?qV%8Lk3%G8jeqYAwhb` zjjI#_2`em$pR4-|h~S`QG>a1_lwn@^RirDnimBc-VO;|tlZ8#DQk*Y5v)$7gQnmw+ zt|en)r)VmyZhAg=kU+M@39Vg_6`2p^;-QWXMkw(J;0Tq6^mR@a_gQ~S7=r3B+jL$- z^ol(~IE>`8$|%#=m^KsVS;yF$b1p;S(fRFG9T%K%uVi2oVcf8N@b}#~bP&=KDQXzW zvdWp?ve|dBO>2ay76SCN&8Wxo6LFVV2kn-N1NcS zvxtDKSaMpLfSWsl3Hp_%(0nJlK6M)E{Ues?`TAY+dkMp3qupLgMJo z`I7V) z&IGgJ*>co=2n|A}OPzz_04{RC;>bzsx7>!chp5`DPPtkG@abVCu{ZPJ4EEy9Osu@T ze2Y=SsiCr2tWC+U7c@gwR;SPVzWCXlIbTTb*YQfl$H^Tj(YlErq&4aGJB0XQ8Ze0KHjn{aE4)aok^Xw}klh#Z)OnFuaCaXz zS7uF7T>pEdP#W+$k%!zT6ex|Iv7s?$i=ixl*l3yB^Yxa2v=<}TP3gW5=2O8%&0Xkv zwai+=pJ?zZ9;LnBrVyGQvJSUK`?n3Zd={71bWsy2^WTMM!`0cb`Zt%;iC_5^F+IEl zJlhYiiu9(;M>%avyf83`%i4G`xfYZ%rtMq$JVXb-nNZ8Y`?#AsAJ+K5RwGL1FZ~pF zN|9AVU`)tz)Uk_DR~HB?(t}1|jhwj7ZJm-X>W4>?x_{i(sWQ(zNgi3KcbmY^+CsKg zXbDjO>q`scN&Y=0cqjyeixMlF3uz2EpGZjLRBxhG8ghu=Gl$|HANNW-m?+3@`}57t zv1h1380<{=3FLeQF$UPUyEOq9jJ^?*!hoV6;0dUB$kX$xAH4!ZM`q^J(EM#)gaw`M>{}*H}(8$r5EXvo*#$SV3)I~ z>UnL4U(NQ%187B&-mwyb>%{Ls%Hl;JkS&`)c(Ptgv0lNQgy-*^cT2o z2Srvv(MitAYJN5fTl+PZD^IDOemf^0kJ5PbOcg*ur9G!zD9498eJB{E=ybw4cs1(i1s&W{|_*sO+`uY z>oWj=yS{7dpyq=R`DqWFOLH@|U&^nzreNvv>-d)04$0Q}%kgF#_f&*;V+;&R7UsFx zLfTSD2<8L*1J`GrJibEZHcD}x55)ccR>0m%X=*=(_Ke!soj1!*3~j?Bp zBx#`eb_B%)j-p@jy%6j9>*4ZFZ6~{=3=lulgJas>>3w`=pXC_nxN6K!=4o?4@Jc>W z1(^=?ypK)a%Xm4g4F4^z(cVb;y&q><^F?Eyq~F_9f)$jlts>+DNGZ)4;5Bipc85a}`&htdD# zfp|YAYvx-)h+{3rzEJ|Up&;thTqwy&a{L+5Qza;vO1N$3MnVo$)oZ|~5Zhca;+dKO zr^aOeV4;)RsIySa-zJ~*!~33F(bXMRe|wM&(odfhANUEbX1>$87&b^ypV%gL zNg+`e8*$q8-^IVkE%5K_sGruxcf~xoRLadF#G$axX#Ke_p+ZxS1#8J&|iqW_UEJ= zTx9DiHdA$Az+sIk)D#}_Vk<+!4t1Pn4a2Rc8(!yz$=mTOu9Y`nY1|aBk_r=XE z(WdE|`Z%(raquiA-EBjK`WQ|!dhr!jMFnz(w zzCZ1M+neTRo?NGd0L1YdI=Q@jmviaDq4YHXxnief=lkc)uc+Kg!yM&kyZr04N)ui6 zN1IC7szW}1-YaPFnNdzoF~By|i^;ZvAG2r{$Bm!PAdGpeR8=gDSuw|pO+`-(+n1Yc zR#1Q?TgqqMb4FbGwxMC5f*Ahj!VxK{KlAzAt4+}dacwmh1wH#8H%wyH4$m*(3Z5S^ z?)*k@=!>ZiOdcJjSzn#yQI7Dx8pCgr5e!bXL}lvwp-pZXn=0bzz=3QxS-PG4DMl8r)7dd5P-fpyG z%4Fa^uS9j6A68n%BktBzWDCHdHC~kcau{9-it0~tpSvrS4C;&8kQIZ+e6mU{q(dgv z*jn-lR+#YEk+LDs9y>ZZO}fJK$YC#zVJ;J->~ zRV&|fAW~>u(6u97O|o>dy&&zVkmbuPopLO?W#>9dDGcUm60A~6VIKwD9FCyBuolRN zG3Q2g^OeV%3^Y4?dg`lrExf?sv2)kCt==UiC;w1Q&(*5DJ+p~BPq66}Gr0oG!B48eyd>N-8#A2?#T)smoi%&Ga0y$t|GwRZ+=o>~o{7d3E&w z#aY%MWx>ipYufK$LU!E^!xRr(b&kAz?6G-E17Q$%UwGOl(>YzYzKqW{>jkk7@+={b z?4I7yE8g;cQrKgS>Z6G{%FA^{uK#M7MN&sJm*rH*BxJp;v@6WlcSA{eKC!q5qstmE z`XDi2+wBQI^RD{Ush*qwxL0+D(=K-Ir;lPl)qnhD8gZacsA254pBP_dlh3j9BA1)O zI4tJ#oZ^yh(X;6A+XnWlu}${pu$;a9+HZ<|%c(|$CnsJ{_)(pwRWZ!XV>j<(CthXgSz1O|7VTs2+QfT_jQf*zB+ z6F<1VWC6mF)hybzsA9cmY91p_Y$qMG@z<$Zd6?kTFv%)hWZOB$1Fa^l-wFZ`R)e-y z%4vnyu1^f4;~0CM?MJlqUH4}!C>hfgQ5 z_976@(!@)a*bRz|^Nb%&UA3^7cyMl~-Q)IR6#RkA0@xyJowu$%mYqL!rJO1erKW0i z>>QX<0)WyQP8riii_{$9uEaf899@~1+An}paUO1_x(EvGDq(wawYFkT*!`DTeN&!> z?Jo#cxPjuq_s1{!2Q0ojujv2hs{#9ouqGz6I5$Ys{e8#VOrItcea~D%B2GWcnV?!x z=LC5@2sB(QI<1?iVseZYQmlLaBitJY(?CkIvn}ENEP0G}@uW7!*T_6~d;Ir0Y)un9J5+5DdR31VysQ^` za}SI`gN+YwUyz@FsQHN{`yM6w!U*Wj|5@MHQ84?7IotMsPQT2)OtDi8+SSJ5UOxCY zmtwd$TPE>|^QNoY&Dnq=PBNv?-a*M#Bnb!54$GiPThVXfTt>;tabja`7jH-lS#zR+ z#?~J9;$1|qVIJ>>V+1nQZJ=k`2yEt(yen7J=U#Rj29Wx8izEPr#ekQlqP$Yf-u1IU z1k2xF2P<}YsLVMNp3AJ3cS*lW)U(*gn=Kmlf)>R{{<&#DZ0FgM*eKMuXo{~85>;|= z;O5XGIc_o3x+@KuJ8>&zuh`@kU9LIoD0-E0cK5R7eJGuE3vT&R{1Ij<6MxjRH18VG zN{C$CO%-310PYSvFoNuLgP?$exO$CoeGQa;PVto*3S@qtsY4eyor`Lmfht6Y@Jfu$ z%;X`z1)~q-zl*Iu)cSZ|GRE0w-D(_B1@3dwUMy$!Et-!(}#NTgl7a*w_Hx9Q8G+7e@oYk8Xf$6_7}r zhg4GIm9*%Kts)C=kn5=0lo%*mKqJ3rd%YUay;S)EAqN(eMG3*ZMP(qTxB@G>8NbFi zEU)UjYYH5F`&Pa<^~z8N%nF;QJWybCbWkzhnmuq@ zV@5OxEfC!FjnBxa5bFTa{8-rM%7{4mIUf%wL-mU_Y5w~ZNl0mhwEjLa<&zZTK6zc6 z?M!g7s-=Do>(wqTzR#x5y^nLuJ?LL#GUM@~weD-Oy zAxJS~1LT(G6@Xi_im&&!PO5&+)hkyAHAv_z|HE*|{6{#~y*ET64H4#kwV{rGkVB=zq z+lc1hKAa{`0L{BPs%pHf_2)uX4FQ>}3NvAIT%!y7o*&pet>+Yg-0#6fJUOkioLSiq zGhJ<{f~}Y*UCMEYT^i|wr#^o>7KKuI zdqm!?RjMyT0oH%=%E7wqx^@XYzYsol%=!kT5TdMFw2dSocPb>DyCf_G5snOS@hiVp zIuwsr0}n&Tc%6ul%e48`o%f=|!kngcq%C8D!I~$r1`kY0ngLU2#pgTVZg+;3G6@cy z($IbI+M-a;5rrz72*{B{Lv1$RPm3K}1uC>(Kj=(jh#gxWvVo>cN!H2EpH-X@36)HG zTOL$6cb4OD4ktT?>>koE#Av3naP#(K>R4s{)2&mzmdl44hQIo?kUg1PnjNymYFqJ@ z(+D|zh=$2CW1E(08|_1ddF``&(FlAil^Bg?UP-%B{KRm!u!YUF1}naaHd z{5hEPffn`mH}jTFJ=IO~oHT1$2CjiZinCEHNEVI*{nYG| zG`d#LT|Nq|b}EY_nuy(?F81EdeVdar6$?s^M9?c$IXXWHet>BCNm8rA;v(C2R;O&* zTzrp?ZFYeITepv7smrgnAX@F1T&koD@NRdxIWT|@nSDY7dmt56y^Q2Q!FHn9G{xYd zuqX)Y{t=cybr8?N%GN{}Idj`>t1DF$m66*?XH$+ZLWRXS_h@x6vB__U*_OX$vK*&S z`^35Ft>IPne+v~ks52i73e|YexYwe8yIkKpxdu}fJV>F1*scX z!e!LV7#-)nW>Gl>!>hvIm&2*Wy&9|%De_&SaB2o1$`)yHHrjb_MApnZmEFI8p}_pm zP>J)xch1-eS!MO{3HPa1*bY{dS|Zr_=FJw{?Jfr(voO8N5AFsy$;xMP^=$4t&?Wo= z9)EqhSe`nxUiB6~Rh3Os^OCoLZh0)ZoO+e;uG&vtpwr z@2pb}zprg*b*e1(vN=U}-T3lqt>GVE5hQc0+gf(nTG~Ko?#=7iiI=2%JbcnW^w!gN zm%3j6GzB9{Mz+JneSX5Ry2j37GnV1pZ&wXs* zL(S?zG<7<@P{V-l$sA0DxaZoDkiJflvpleX!kyBnhXxMoqt-|hZIQT~1P_7--|to1 zhn2H7<%@yx3i~UI4BH!Lz)10`#gxb6Gv7uJWy!ZQeEYg93VNyxTydvLr#s{o)k=!I zkos;yCnsAA-7zTQTexIYpgncoNUCXH_l(xh$B62Pt&Lwg z%WeD;U23^3v(R&&eg&1n_)S@p&Vpt#E?Lyu-Lv`!6@^#Do*|eQKr{DpX!vD1PpdgI zKwhyYwvC$BoVT`GOm2Lhea+WGv>aJC?f%I9wCjxWhZ#4XWh(a2?%PvqMZ{$lcQa^SaCBzny{P9K~vh|4Kvzw=9000YcPAuWY(UZX#-@R%^bWrWs$xV_K)Bs(a!$ z=Gk)I%g}kCzbz>ra0}EB*T+v;#;(tLwbZ84doJF6TZI$)1@c5;-g?Im4>Ya5O+laH zscQXTB~_sZ8;@Oo)*PH#RJEn*p79;ae)|H)aWZ6=X6Ng36OjEkabNnEsuhT0$1_D! zJtGn$AUOLe)jifHa-LmtMr zn62byYZY|@KPzeo6UzE*hN|?&yf*TpU9c7%!YpYwM-GYQYJc5C@>l5ltL^@ts=qZA zJvIqdB4CD6Rh&!TT>0rUwpQWT%D4W}>vXLZ%j?PYE`6MB#U?6dq`N9dX*uOVo`uZ( z0C!v~3kC6yKVcB_ZARW`x&0nqu%Wp*%f7Gv_@!p66bA9?7Oz_w{x>J&$o-fWSt1g- zzmhL84FPm=;-IP?VrAU93Nr*+NMuu8o@9LcD|N)&I%OS^hu8EDvK;MxC4^Xz7Ca!L z)lwU22{pmI5B-M3wl^+b(nsMsGQO=-YU9(Bee*wz{JV81GdbiJYoEU8ONjR<*2(nR z+H_bRc+>5`4&3ATy_>a#RGhXs!|fvpxKq;QVeGX;;Mx z>+0koGO+2e5(h&M)lqA{)v-d1z7;Afit1#g8w~k-h2#`dHP(RU&760U^@{`kNfJ2@ z>65L^tEPbw`tPPp(#~+{(xr=^9nQ;Gi6T>7K&^))pJaZ=-1Re|6lbn|T4cuD*IIYB zI{gZvOCWhim_5cl)sy<*?A&_@CHfWR$-EcjX2t49Onn_nHmYk0y`obWn4;(j4Ef?`QGzy1ipzXqMG zp*oAYXHxs}__mh?ZPCf7uDRFRxh#Qv;%Lp_}SrZq1fje9UaX-dnE_Yix>?NZPM=Cj?&!18f+9GrjPIrR~LQ*<$%`j&pvGv@bW;m8Y(IKRyMJ!j4$60@Id2 zXx=n}@3r}C6=ck!=%fnQ!v&I;>Lg$L`DKPq$eiB2WwhykO~4+}cGL9rQ*Yn?8HMmO zHicy-Yl1>TOd|U*X$d=t6A8EWP!{a#n=G%6nrY^U*7}U>8NLhk`A&V3H4dJ%iEzqy zpLBgtG3ethX~ePP=ddm=J7H)NnUh&#uwf=4qhIvsxkLxSvTF5a-%Dtj?)->nZF2nn z!ZX)9LsLY@?H3=TbQuQ!0qP!S(Cp53oO^qgCsprVIt&$76Bnb*y>7B2z)Alwjzjv^ zFy^x;OYz1-(H94BH6xV4`~LaqwFkzq%7{M-Qn=Ll#3`{t!r@am3B`Z#(icmZnqW9V zvO%@ygW;mDUuRKkp9+L>X}*smo7;G=7SN` z{FA<4?wZAsSpIX(OT5gB`B}a_jh**0=C)&HPrNQ$1EDOz1L;QWqz@>WG7b*XM6;29 zi&6T09CNVk`aiGW@bPE+64aI#;5q*LReN^#-;qf4|HG&vsTKYI@$L8neyhr>?qYQ3 z81{B;Xk~4z9_4e3n%+S;yu3&4cQcDWYQ;kzK`}QsE9CV){6$Ai8MfhB4NzzBmv9dW z(~^yup*jAcHWel(o5;%Dt%91px6taeKLzC;cIr&VR44NS;y+k{!XMMezf0@se%e&hO35mV`Zp4S=|KZ!Mbj$t{(I_|z z5zx_CzF8|B8R=d`Pk0U4bGs-6bpjH_6=>%POp$}qeYJA&-UJA;l~Z0TzkKJBdlr#} zg{28VsyGOeg)S~G@>iI>{Dz?>c{Z{Pa)E@%g@YvCm!PEu1K0?`r86BVeq{MzG&rZX z0$h@!D9bN^ zIDlaBZ^7m7GWdDC)J#_3@MVW%+g}7;1j1ZW&CWgLq1_u66m$vRnm8m{fUBc*gzLa~ z68NTa>mhI7du;hcz$SLDx7|i8Y{4&OMoCEQjA6v_Bvc&M^JQ_s1co)UI=Eb=k@UO~ zMyMFWiJA}A1}ata_yn=lQK|*|RZwvdiYEfA1`CZEVzNhW#L1XiC53CY zp9L=Q)HEEe+|}{OT!=~(fqRdy=h12xgCg*`=Yp1Xk&0R2eY#3oWV~MH$ztoiZ)^;E zC&=DI7U3Q{wO_PD;}wT*XU$}R|BRq{m_P0H?%9a7e7TwP80PFGgJ(81#II`0T$qbE zl3P&`eGux*+P8M2Bs4`sFh2mPbpQ)dWHFK9^~LH}Fty4a3AgxsS{XD9Ky%El&aynB z6iKbivf>OcrSg<}H)a;@dqH$W=!zg2mpk3RE8rNJ2lJ8445DZxTBhW681z)Hb?0sy zevu4w#+s(oG5mvd=+XCtpHX6KCnyMB^j|8*EFHmqlVKC~>9;9fJ$RA?J+`dsfo3U- zeSZ$YVuW&Fx1!}?>q&xDLp$)`%BsXi1Vb?2rnfT{(YzHe~IF{ebT#GTq_j>0ixzCfA{?Ts=sFe^R|c z`NuNOwa5Sd{#HB8F}|n8Fl0fUqqBztF)pT`6akZ4b6q{!K(Iz;w1es*7WEtSGVazm zF*6VfGpS@M;&l%( z)0zIM{sQ;b<#4wd509ZCOd860t2gO2=l%(Jie(M7l@;j08@brn1y=!-Oqt~$5{4wo z(2@M7NuPxBX}vxRZwCBYp~9{S<=J3<&W|cM!ALpbnrfdwU1Ai1|7780Ho zi)u_&j2e4V+S5eIaXFCYfPLfBvp_IerQv4N$U*a2^{n7vGhSX(Bj+KJ zKp81eg`IK={yOO<3gm;QQ=|q{Eq9LCGUL`J6l*MD6+Hy$m>&jMPJu6mKD#IJf=a4F z!$-VChs9(ytc0o`v0{*Fz^4sNgfUaQ?0Jt}PM0U%{lLe$sLy5Ee8z1&!FOZ6co5YD z%ed(sv^5d}v;-x9W0wWb_!8(xSa_Ttf|0%m%#EwFroabL>UP}goy@>qXQKAuPK`Lo zBZ8A|V5^(Am~p^0-qbS~@^kih9(y>G$A@|?OCvWHURN#3E}2FvjM~SdBl#8id7-YY z7OMjcg|jMhg7q28=|HgPg|zTWFSx*OuoO6w3{+=apDmvin}WMXoM@FNaqXnoITBf+ z&knlk0KfBi@)n>otH%dEffbUdn5$iANv2+rV^CdnkbLs2FbL^io5I+&41p3b_fb1d z!{ns38Dk8;%jSkFs;M9z_N87JQLL1BNjIh~LXk@#nFrlTa) z#HFb7V(!-`=kIIB4AqeslL|FSSpxB;$ZN}UOK2slv)SjnZOjY0ia!$to7tW5Fk5ok zk8^U7)wwLAoc+3@=$%AqGOK~I!j=f0y5ZsB3XN%~)e*psIR3WG3!V=6f5giG8%W8v z`}LVFI9I3P4VT3b7BSZDd?2#T$GiZ&^8{|X^*v3k> zl1jLE#J#>btAc9naC`2#XUhylq$rGHaAv18MTkNj>{J0(3f79MRgiYwjf;sI@CCMv2jD-pq_rI z1McWR=r!4yt!&xDDT|RXbGBW1RoH&`*_L6lT3ex}RRp(5hx7WLXCof0fyYuUFDNVC z2EN{RiY(S^xoVlAoa|ZRKVSuKHszy^#V73V{%H*`p)D72k2N%fa(ZZibzjluqYEU- z#k8ld>Xy8p@!!2ANl@SV2TRECcR2NSrIqk+QF-V;O7-!7i?1w$8dz`_YsjLb`dSfep~6!}n@=|I!Q8YY}Bfx8?FvH>2j zdl8lCTY^wyEdC^d;irCD5h<&$`ZXZ=qGvtO@V5r4KC%kjps33Ri?0hVWNV9U9?A~< z*V6`Q$iC@(j~2`ZnKYuT68;iN2SpH4cpqX?eCwoXh{b4VKR?#YAzJ_& zs4i4hE^5Uea+o@R0q_upP3TLVIDPu`sV+{~PT_@_L9+)9d$(qu;nyrlp92Ucwh1<* zr&BO&wX+BWpxoEJ&^~O57VLyu{z&Hxa0ov_LGPBkR$@P5DCP^j`95eMxx4X6#+|6) z_kvOncC%yaz(Qh|c}J^`EK)2w{ZYA<+r{O#Z)o@$#rLkQK~+?-G7It1npCA2OYn96 z*<1l*p-!P?_XfkQfQvU1GxX5(XxpX`HnZ94t*W>^@df)DLpiMA_K5}+lv|LPLB@7uJ|=D+j^Yt`{Uu2vSygZ>8pq!{{b#@O9BA~aU-p^;(l@A-D$ zKZvS&WQOWHLVkW{O`;lCx;J%9shXs&YRloa1Juxc04@LB$V4^Nbo4!94#g?X1h zsa=m{)3}-?8RDy9IMc@$1U#)9@3P zrpAx%wT@fbg6h*y3`uhn9YF|EsrawA0G{(p- ziZSP}+kMK=$fe^;iJ^sZ_qixcW2Eb-6ECq_9KRb^gee+;Qc=Cs!K4}~_Qdw*5VPJ_ z!7{$PobJ5^{?s{-Ywjy^q`A*iXZT99DfJ(?Gd`b2<$z7H`f)GZq$Uzp5Rn^d_^QXH zsq=-hRq8y@NFZB>vLv3^=7;yfA5p;y+$(&2m!S$Vxj zc2-`uoh+QkfhSKM455Vvg8UyN)^N4=nUSaVH%s2RdU!-FEwSljm*rm3z|Z6L@w%#) z0tIaKbxQ0KG+x!FwP~sH1kzv+Mt*x2{aM50b%wGrsHhEPtw5h$S)jdkU!qI$$o^?0 z(z{%nnZX>G+C6d**O9Fwu$4u&Q2)wZ@kgd1ljj{e5zg}@hx(m56|4MD&0EcjSLIf% zHMWwpMI4B{0UMpf(r05tM0tNS@5XfUJxuXum;FV5GG+I|ZKqHpzf zg;nHGzk$j0SH_cd1qD_PpqqJz*{4$S(h>@&ssGDjutJ5%mCw&Lt|a+vNU&M{LJrm)X!-jdC44BHhgN6 zZ4vgOJ7v#@gvR4h=M+RZ&Fhr z4dQlv0|r;GJt2|vOLrj4P&Dk0W7o=O9J7AvLza>ED%t0lw(J7X2@A3YQj}#LW&o3OkF0suFO8i^ll%(yAKTPcxX_6b#in|9|G%&-*tZU!yOGi zj8w5vtNq>DbgIloPNHe;YS4z5Ll zb$y(8b$5#MCUVLm%!9Xchpv87^AmTlAu}@ zE6u@Z9(nXF4WoD@gPA{_UbQV5_XMdgj1{{+!v8R!VTZTnteAW1r4W9t#W}>VZQ@6Ie)zHbY>Pic?n)k%wZlqSXynWs%#mjnz;U@#}lODriBhpx2<1 z$Tn+@RWEb0fEZqQjJVgJl!;o}xaZYk5_7|obCa$gsC1VTeD+vKUf6<}sd#YZE_mzy zDviw)8iH~4=5R-PTc!x1C(%zB&o(i#&yE9OscUR%8OCslE(W6D0L(TWCtNKvP)w$W z1RjK&SY}^qq?PIi1$RguBV-{oNBz}AvMuP8uYXQJy(OH1%g*aEy|*-c?t%ItLS=7J zSmd1a*sj|cy1FK^Bi}*?01IW7`)947p(k)>03avcaIi??$zFaCn<*ZsWhbW3<(o8N zf#EG;?0+isAQj$us;3Y{ek@WP!JTg~CHua5jiV(h?-c)OR@M4_gJ|71_f!_)_CxSF zd^qp_OmvF&ojPEF^~dr!*XgaYvlf7kaLB#4=cf8mSMF6>I@5t2l4#%|8MY6u+g+Km zy{YhS*j9DmVLY*uqi(Gi)e8A=-6fqzLnS=5m(Rx}=f;OgqI$r4my%Wiw=ycQ6vcR) zoAebJoemx~UoN`KEz%Z{H_wZir88-!;Fbf=fjuOfC!rJir&t49zoo!aBv(gW$zIQD z2M&je;FEWcTmY8b^ELhhhnwC4w?urD`|zLXYZ1Gsp~qZcD!u`13GF@Cwg6<=@5SH) zw>(<3B1{6;9S9M=ow+q4Eh>0zhuEPI{U5-l+#WI4uc{vVfCoiXukGXO11(wup8EIL z_A}6dC;ov8(*~Cn<$HkL%*eX`8HoX{PiNJw12#Bpfm3Psdi$OP$M5~NRLt$_qt(FG z>Rzopr E0Fl0!4FCWD diff --git a/assets/images/speed_vs_ndcg_warm.png b/assets/images/speed_vs_ndcg_warm.png index faae1e378ce663d18d5d298c0d33398120fa9b2d..962f8975b263c61df76bb240af5430ce9e0e14d8 100644 GIT binary patch literal 71199 zcmdRW_g7O(6fRb56bqtAl_nq{(xjs(y(pnb4N46y^qyb^5$PbkL#QFrr3JZwD7{B& zl#&3UCm|3Byo2|?_rv=GUO8*AIIvD8Gqd;1?EQV;J`qp#H5e|iU7(|*W6;ukY)D6U zMw*W9)Pr+pf&XxHo%IBM$@@Hc?gN54`1rr@vZvE~;p5>7^>Kx~+wUQ zfQ;1{`Vfo7v97Ir`<~$M`WY?$H(s2%az!T5EXQ6==-N`i)FW26+)pP(YX%?678drN zeDT>(=JcbJC$3acqUT%cYi9=nR|%S*7k)(~uVU-DjO*6NT1-uOmo|usUDwZ@K6w)8 z!0{#V&n$-i-&;C5tB1ws|Gno%FgySE$OoZ!Y5zU&@Q?4 z3r2bd=IYKNH(_c0iuB3WK@c#Pwr=LFehbP(wWGn5zBK;(gfl@7s$?@sPrkRyT+nM_>J3gS5 zGg9U#`-`ltyYKh*fDXEYx%7K?`~A_pTp^pU54MwA6IsC_&sP1Mp>%ZnU9H#Y=xVB8 zc3zNMs~K6C!XDP`dDYr>F1gNKZA3$dI5erFNw zj0(EAzH~tsOojB(`boOMn?`_LnHSdTv7ezZf`vfwC>?In1too=$i&f{C4*W>AY;JE zU0k8lmM*_7y-a1r>H?3Bol@n9)K_*VMh^%(tTU${~^mNRp z&Pku3bE<{y`!y^h(sgs>Jm((o;Z=@qnmogKJg^%tH^Xh$qF{P(Qa+dGAswAV);!Xp zUfaO|Q6m2sbNBfd)!~s5dm^rHd$}mP`?3amo6u=GpAS#3(!DZaQrvtsIzFx)64HFI zHxL^A;IT{!e2+>19|^x!<#sjG(uz2sZGf)AqdlX=F@KZ>pq%bkS7kA(1O^xiHzTFHPFe%E}FQGE>GaEtPj; zwR+%sdf)gWeuhBqt{zZ!scV6Z2$YnR#4Rk?frd(n+$+hu;-Pyzmp97rs%kIYa^kYH zq0tiJ;setf1L244%bs_w8jWUy2%=`S&Pj5t^7SS9r|v<9`G^nDq(bqCp2d$}Tla|g z^lY-+-~|gX~|x%G%nj_!4ppmO7QHM-3lGwrh^VM-jul-XdETNCw$dK8;I&WpBU+Uji0EB|}3V0Os;1vp^fX1Rgm=PU#MyuVyed&_n3?NZX%$6_$>_zM))6bu`aS{wY*T3oED z$QiSM!*xq^vD>ocEO~oydrQ};I550^BXaoD?z$bX1EqJgLGGgNcJcVF!7&d2n*7=uA< z?hG9AM!4QoUhu&js~&ISY=*j;irQy!uvjo9e%Zz(QK?i$tV*0BjWmKYFA|6#vB}SW zlI(TFyVcKJH>oTiNPuURj2Ng`9qx9igx$qZu&Wc*g%uV0oWNd1Z1A}^P}>=#w-W67 z&%5(D_GQaqD%<$8bJRxnqrlPuJlEkSJ;=Bu`)3fEOk4-NxRFmlAdM{JKJ8RjxDmd+ z?L{;z&6cL7-dL8jSpGoIaWfacg*`fy1@>Q?*5h@?ECD`=6mP_51-nmq5c{2u-dnYH z%y_gj;CfoB&iht;ftcP>`G54FWy@Op{0J0y|TqrSmE+s|AE4Zx2~eu?=n1) zTEN`X8fXZU2;!VV<^PEcOAOMN-u!Ugd4=l?iIyjZ-ksCucpK(Cne+G*8-ufta)%~K zI&VV{HsGQO8KS&5akoHuDp|vjkb4EJ46`H|x3FQ0H|-CUuD2{T4A~C#ToiA%K@6Td zJQbPcPqR{CN;-VV|KQbdY+aKIlq9(juOkLg&}hs$e4*Oz4y&kLj%L}ZJ<=WKrh<>C zrc-WIv$73o*wJ$ElOp<|HQ||Xv?;~(Oz{aMXM!>#!-~AlDJX2M*lB89<(yM-NoYBQ z%X!7^I&8YJ<#(usNrfduxt(-SgFSq$h*^WAl%otpn4_*MuHbXwS%g+7wIOHVEnHxU z%S`Gye6_Nxmss(-^>E4_Ca|(YmQ>>k-Nc&*YjF4`o|i^?pQlsRaJqJyPL;r_jeKB8 zKN4v6_JPRY=tpjv7a}P%Xoy=qy4{0*=g*OE*H@c@NEj4uS;aj?vYJ5lX(b#nu)SGkEP=>D~y&`3igw>8|;2Kv)<@S z=wU+dW0-$9{HI^^zcn!-Cl2Ln zr2l^O)|o+qbU?5j`|>pVD#He;wwNV@UZ>p*#sD$S9Co28?Y=zom2J1o)H<-U+5Ps= zH{Zl@#pUNYgRbgsluxum{arLb< zJB~f zvO9;K_teNY<*R(IDZ+z9nvH9|S*ht2;(Mu-?|B0W!#Pju^Ec`>d&tc-s6*vge4`S> z2Qrf&oA!zfsakyi5)62iaSat3Uy(nMjCLmx%~fK^SmZ5e^D}+Lt;e9TG8Da)0a!#^ z%^m3)^IhJbt-|>M1D$F(5J7T#07n`9_o!QrV(;I-rw>tgZ&_E{c|T?B%)<_20KNdLT% zsi}q{+PKW*3=kf2rQEmI&M7D;7>OZ_TR^3!4u2ZJhnM$vL(t!VlgVkFvXEe)Zne=! zsE{N~2jVkdS3Ga)gPh(F@1>v>CjU#q@OJO3jGAB&7vd?Y)7n8^>QW)mkxmT2|IZ3>kgW5khIQX(S zq-@(rBz_NyTB#DXsCze4UsE%x$lBN+DUQBT2~!2 zE*-kQnc~==(SRKgr=z=;1SAtRjQN+cM2MFHY?&Lwlm7dEnyzOifXWzaOM6QXmMhfjio?CQFRkW^Zum#%CzevCmYz>W_ZG^%5#E{Vx4fn=BiBde9`efVEhO~SnymT0 zuRtXkYln9dp3-)Fp4axrW%T4qg3*OIVK1bdgl{WHU+%34rLpaPujIJu}0yTm3w9!7p9aGhrRRL-J2eTv$=djyvSs% zc2`j;mnNCFul!~<*eKfY&vbr>y~VZ-St?VjYPt_~^B);BIC`4L%0TnY(qZVDREWiY zQBZ-(JMY@HgugjjD)0%Y9acH?DZHG_7&nfIVGP7zx{Xb(#_DvB9^{R@}nkM==#)pXHfcJYJP#Cr|?mQMWj{k$AHhGcJ^}Kh=EXtftbIB^P}6Pi9cYP!{U< zo;;aJp95LlI`Ei5noNF~38JIR;~70omt*CNfWKb9Qy!_F{^_}VY2HO^1f}wk9^sH< zO~IUB&*K+nf>}@Gt-MaVbSBjBmeP_U#Dv}sc9-q0(~k+|uQjFPQZ=i(?;ZE&hxVN$ z8OpZxA+K_ivQ6wW;LBs;BsR^*`7Gd}{#2G?&ZUrW^Fr3BF?P-Nk%}+Y^yXV*&um5# zlF}xpHSzaraI}$95r*yZSp95~%n`#|uSqhQJ%%D^AGir}d{oW=xoL?fC=5Q;UM4(O z(<|eNB{vS@JA(S?WzSVDDOQ_5K|cH<(=r^HC4w{>Wi~oBd#c)-uCJbw(! z_R%62VZ2zD?P&#JwyO-wbV>Lc?UW$IaI1FP?ADUg6O=W9i=n*KmO+**X(IA~yj!l_ zucW2%O-TK&30q!KeAmX&fTY`2jn*jpDCP6Ce#S5T zIFEes8WDytssD2-7vFoqCU`r;H;F7i*mWIJ+)|j2iC}r^<8!3RQHaDp8(4dH{_28% z>we}406 zEI53r`OV~c^P)3@_dsfJ21V(Dq3A&lC9avDrO#=tNBb&7_?WE|*J;jP?_U<#vO~|? zQi*DbvL^ zWehFqF!vv-t#QFw06{&?d+cvxda^Ti=m#s)P#_b+P^MJX%24R7C}@pwGlbdWI2F&X zZPPATxq+-0u`i`HyN$!7%OkHnU-ncY4XQnh>ADaI93o8{=&3)I8>qD67TOv5agV;= z%(|^#T|8_U__5$5^Gyi|x7`^Ld4m_hY`Zg|M>MZ5<-#NV8P&6SFY;JokAa{IH&bz>5M(bmInkU!H8~BbC@F zr~=)=zqu%OudOZ&JV`1lBUN`^Xypn$*s2S&pqFPYW2sq@@Fmfoie#}_$;gtAdbH`L zEs{@;c|=WxO1~J!@*1D#TJ@g6E;WpJ7sp7OC&<##-91KRPrtv}dPqj~v3B>R%ckcd zChY^eqB-2~n&FGiPf{2~#(2JrGeaW7awnZ0wRV6#J6YT~z9GLD-oiRP&0)!uo%T@s z0jo6}y`bkK){3zXM!H#RXW}=@z%=LZ8Jhux4MouFf`^G=NcnK^CbK^mGF~E%De1@y%D)n8!Z&;<+WE< zkgv3v4R}40O{d*n30#kbHw9)su|0#MHV(-NBD)0{E|IsUf$ZuTzHEeNR2zGWYF>F# z2u52%w~~?2+CHvdnNm_l=9xgsIZms{PDrp#+q{!`;g5}4$qwqGixY|^z^uNuXv{~R zQk-R~gdHasfkD(m%%3F_TS12MscaXddUcqZKPy3Q^r@vve);#iKwu?<66Elkd6w)> zXc!d!?$l==v`usf{r>6Z$he#(wpzZ`#lyD+-S2DuW+%I{%}4tptsGkeN!U9z_FCrL zN2zklw>#0#Ir_=8@)re+R!}gH^ZShPFT0vVh+h|A=jV9+Bhl63h--9oAJrcMW|kw5 zf)*>gI3+XDzCW@|8kU~4zH)wrcx~;W;l!Zqo09Vczc;ccfNDJqx_SX3oyyW|#?eUb zsje772iJy$vR!iemdo=w%(W4WBn^u%Q;Bbxl%480B23OhM$R#G_-GcNMFkCsPnq)| zroISo*=5e46~{_2t2aN5*s`RT(*nG3^V*V?2=gSLllOmG`?hD&jonko5E{;}lO z?zQ8DtYJg6e)?tqdy{L2RFeSx^HuKNLwx`?q{Z{hY{DE%^x*W9*^X>3y2@u&Ruw7sNV#UBiimYJF9lxj7s_NpKE`|}0nS82= zsZ8s8?sKkOY{dByhk7|rJiKi@8`ZL7UahNEqIrz?{=?UTlExy!(%5dSB=6APyHNS9 z!;4i8HrpK@G|5B_{(c%R;hey=HeG%qUm0C7=q$nzR6D0#R#2V;st2O5Kj~+y;=(Y_ zs)cPo0MNmW_+<7%I5}hG9)tldolz}}dV~KwI;i)Sp5ZHr-PtL(m9R;u=!O2eJX2@F zt-Sf|6e6W7ce!NOc>qjo@t{C7yYAlkM6vvDg?!Rdk9SIrPQMqTpl^ zP+W=k+Oq8sCfDQx_ z@+a#&z0jPQ4&=v?w-DxQLYo)Xmyr8Im>@p+f!r+6+K&npYYXb^_n^B$>nH#WV#E@a z9x8lwd0w<3O880+IEF3)0k%i?NuY+*x3OgoQnfx<0RZ4}fley+4-H_mK4D>{=9T4E zJ%HgTNaNq*j!0!c1}lZU?6S{qGb5#UrHjX!%!MZ6eh=O^v?<9B9p{Q6$xlxIL%(lH z5j1Z=scn;`9sAra0yvxN>;B&FjC6Fb;7`g}0fZHs&TOSN(WY6%{YCgr?LPz?{7A>| zyxii$*Q#Z&kiw+5g(E&obv{e=eta7EWiEOW(|dVoRj9$<3Azt@#~cnFw}29LDc>#0 z{dC&W1?1_vG*w8FoBt3us4Sga8+Z?7dr2m!f|Rk`Fj5K!D9g7%*aFaf8Vc?fdLcgM z^f}c&@~7NhB1TRxDgKc6K{tK6A@NVISsAg?ndOeW#z0b5by-DY_oWhgx*W-4l#uRK zN)AI!&CR6#KxgT#p@vgUO-(Xq5deLXjWaYcalp}xRA|cvdcHRP!vawGBd9^IlEPDn zcm75QUcrkzW=bLF($T#<_m@I^`Nj{736q`_GEYAb$xjBLq)HUiMTtkZ5|;^G&T|EN z-`=F3@l75bH41y`A7@ezFjvM>7ye@;nL#O_d_4i^19pmDEua0Yv^!~l0 zlX(Ak+`wP|PdvK%(4x*&g7v@7&2&vfO+8Z3)6>iNZ#+5a&r0M}&zw9_Qd)W+^Y$kG zL^GW3Rp?bcx9r!NU#b)&-qPzQ|9!vJ zU-~o0+}AOQa?IY1j*V&g`PKDiDwv{oJHp|Af3Iise*q{-K#6Y=eor6PKED628ezg^g6^S|Z zuU~xQE*>QXwQLWnF=<&^W=sRvV0?12qdUgN@U6C$9}ph-eT~xK4D2v+wDzCz_1gX^ zSU+XNlANWPj|PjFM`FX^iO+u`k(o!dZ=u& zQ(AhuJ-~a$XJv^AX8IWZr~=rHr>-*T&9t2;XsI;3%DB%GBCtV5LgFvuZc^?-Mi~T}Bo0yLY894Gj%1dcqhv*sApTA|fIL zdPkiHRJob2xXQ@LX#4usHne>G`dt0fjY{nNF>QQ%7Ji%w*sex;7{!3`XU1UlOz!ko z`%eYX=;)3FfE^$QPfXt34OrHbxalk-B~|l2VU3@UFNFXwcEuEob1#svr#SZmwh**C zM?I#*vp&$=@~dlZ*W~3rqFxw7WYBLapQJmSI_|2HsNvQNgO5L-Rx4Nn5waI>zV~1c zcVzcSBL;ob831^iz;H_@C7ZH7Gqrr7i=H!pdv5KROg{lpR}Uk}%%H-mOpI4-Is@rY zTy(#&kAXHxcgs}2$adNlPdt-$&@j$u6VOfJ2JDoqNbHqFyac5)MR6#Y9OK}Di%F)s z#Ucmw6Vj^3YpYtYap zP&?+o-JFC@xgMvI_dla+u$)?Gka;rUB3Jez$7t%`>yq{VJrT^`4*YK_oU@96G656*-_*N5E{-_C<%B3GAdz4E z`@fu9a!ua0s^C)Sc6XSPu_0zDj;~$^@kukGBS7#NgFn7bUCI@BX`av}I3PYFWYAo1 zY~qe$4&@%K>vgaG$zvN7$I6rP>x+mYEo$`A;&SFibg6C+S{=FLfqIP=iI z`>jn*zTs5~v)sKtl~6v;>{cDh2$>9ThsSGn3cUP`%C&Y@vA7*IC8IUpj~vcu1)a2p zPI;w|2zj<^Lri_-Ev*hc2;A%{jHN$ zVz9}oAX^gt2O$ZOY0+1>LX$1nEos$Rks$KZ-id1-d>G2`JD!nmuT+a8Qu6d(%PTB2 z=jSeo-<=U+e& z@V0K}w1vI_N?K%CjtXs?=NToCA}OLb!rQZxXWp>5wdgQKpcr)@Dfd7v5M3S^Ns+?b z2@%;$S>6>HRG>#?b4yju8fB)?cY7)s^AkVSy;zwZ&2-*AAL6?6Q@Ry=cLOPOsiCE+ z!t6RqBA=Up5^$$-SCue&!{HKn@b1kRPea7ZKIm=u;2yfo!M&Gyu9$8vgWgT?JNV&p}FIHzQH2GdMMzH~>(R=yQ( zD>rx)1?E?9-;XwGp-i4Qlg4xMM0F-deW=EYY&lNoZw%ZaB`keeawWZ)hvgH!?O5~$ zh|{+AqmVA>Yk>iD&So1S`f~)zBi>P(V=V$A_Ly{lU*eBu4+EO}Q8 z+Ft0bg=yQ{Ok>LMpo)^L(LW3A_pdH$#Dq-N>9*@zAxO{R+e?l(MOYt0%jc)MXxCt$uo;Pm?D;s|D^pvio=dW+PvF)m%WyJrE2Ql^~09%+l z99&=4Z4}sO-ag^fm)eYm;SY;qL}imTrS8s{Jh$z?%&0pSzM(n98~R{(rPt{IE)=xz zkjUHiR|&~|{j&3Ihf(RE#=zixd36n9532Vw^q|4)vzu_z$4OkQwyy8=DEl79AD`+` zRV5Qt{42}Bc(JzczT%@|xx2Pt>EfQtY*Nl|xgtk68_VYGY%uqp#l6;%6i$$rtf)1W}?d#6fp{2piyil@D4&?mlUbv;18lPvkZWi;uGspwXpr%*T zaeqShn0ho5S>aysHyzL~EgD?KOC_ShY97YQ^zV7VDpS?AgTWa*%RfBYx%xVi6kr2u_cRA^|m5ocS3`!V?G^iR#`gnvGU)$QFe zHaFCHAm?V+csE6&2C24dHBg?|N%*)h=xOF~V{djl$gC2nJHB3;D9$0Pe!Z7npk)z_ zH%(W6#9I}=(3-vO?sBC-EECvdDFd3($&vUd7eeCUKz;p>$(baF{%6Pl(F)hZf%@d0 zSZNrz}Y;6l0t#=5CK-TQTha>MSU~E5ARqyCBNS74^9Y+a_O)z6F7m= zU@uvoWQ=|8C`V0^4*|Ls-)?R29V?!VA<5kCTX00^O6uT_X+y^7KWw9#* zF}W@13mnIrWsV@=<_OC=n~?f6uI>bmcrSjuD(^4m-b#8p0W!y2pIlMQ4|+%`4#AIQ zWot;Lsj3QNVa8sl-5}QWE3s9qS+UzkN`fz|Q@j7^NDYtdTfPE)Qc{vvW_1|H7aH_w z0XFZjJV5$&Rbb$r%09ulx6%|%{wQ}iRIkh(op^{P3GYhO;5nu1Ffo6_h9EY;p51%i z>OJ7Y`iFJbM%g!I1aO7jtazV_+iP9mH2w{gXkyY-kKTKSK)vdljmlDzZAL=Yq11&~ z#-&uDt?g}5!JcX^_rC|dZK>u=N^C zIl_-wnCq$6Kp0c10&g{l$))B$iHH3$p3_{K9z9_%eq_-Nwz>nvGCH%E&^w-L;o*0g zc43CZt$oA&J;7lt}^h&y8c*TAd0~9!)Ol@UMMM*lBY2*2+CEwWcL> zfA0HKM{3s1x@bl@gG}!?d|VR#SmgtFNytX1Vau)?L~J@=B$a1lSrGovFeZx&uG@HM zaTM461Ql6d-f_vrKnWM{Q*nQ;xC;k$PW&iq9iL{9{Gq7e8@t9qv1hy|m6bnm{Bou| zt4x!XVT{7iyEHuo3xwsD-4#Nw)Cpgg&pO^i)>~snk-S1?R|NDE%B#_Lw|KkWm4nHD zrVL2~^!${SqpPM4b?4vS@^@oRZ|8{sF~#w)T8UQl@?^?a46|k@ZkuMs6{J?%|6)*K z4sNz!bl}vU(Vw^&qcgwLcbl<@uTRm^OAKwo{!?i9t8L^2cz&D#2iKBhOy)_3>tzVV z;cvTlWBCgQl!O^9#&y2o6W)0y@DU=D(+N8#tx-l|L3*XhXu-ZS!McSWma}($K3Kkp zlOD-Jp-sB2LkyjjErbuL@}7&A53*eBV|fyR?BK|NANm#b0YN7^Rgg_vi@FL1cu%*t7+>yb|p)yz2OLGlYFb zl7Ci!4+h`8jvGZDJl;9j!M`-nPa^FVX&ro!5a^xtK60C*1js9%Mh1z7EHDWS>ME`C z{oEfnV7xPU3Gon@1)h0{V;&=3%a(oQtZdE~d=wBPeUzYjmG;cG$@$wMoZURC=t@!l3aPG4#hR}+8-8bf zE5W{l5-R3rn$e&{SdFyD%&5eE#DEhQ)M8{#<^ zXh+N%Ue3?k`526JzyX%((*eQ1WL#9h0=#JdBEGYI!6iJDPM_3pJW$DIlRy7<_?)lyL;8vg43Iud#|+x zw1TOKJ;2f|!>oy!A9~pQ-L6uK2XQYM(lJ^%RG|`!rbt zw217s4pd*kpyEG`^e3!dtdMFe3C!S(xpuIeY`E2m=Ue<>+o{x8IBW%G)oZHP=^pCp z8FYcVPU%y%9MxeQ$0oSJUJQgf!>_i<3i?U=tw9CsGGZgWYd3U5F;l(`6&g7ahnnFl zGWc*=&y|aP!G3A;6I@{9_YHpbKIj#*@C*@#s&Z8jD#^USmn zL*%a{@DqB)-*bWVYR{jWnJ;>GIt{0MK0@Hqm~h+Vz-M)a(`3Vg1+^-oBUa)>7Nd{> z*h77(?n=TxC-n-Gk|RJ4X>QA#D?3t&7a66JOf*ZsbENZTNL&WH)vh)iIU3dnH7r;L zS&gcWD2C~|=&_PCStUnR9@+AU)EKc{Um1iGD&L7JG}@=0{j@f5H9_|`n{HE=%hH@Hx#52cpbe0Kl(-9x{ z-pCj(M==IH>xoz}zi*VamY0Hk_okHA2RwiDpeBOfV?0G>Sl4GVGL(!aJ~N9CU>1xi*KI^VLP|N zZ^s34=>D*A*z4mBH7L{ctr!S%OV>>iR)+pUPcrq?3p2fyldQ5BN1+&0W>Q)<0J1zh-Sz=8>d%+ zzrJpEOK`}SyeSKLb(q(BI&Cec3r~q0z;4e%2C~w`48Lfwb!$HkyF~B_C}WA{T-#V= zLY^hpnTTI5X3p;;B`z~Kjt@L4=5KAe-;!ZL$TSK)DnS;Nc77>vP< z5^#gAVz8ek$Tnfug7U}B%?TId9j?S^Kv*UR!v6G>cJmMZy3=3IGj~H$!nL6@=u!}e zTW0K99j5`eGLI_^O4#zL=_PE{h!O)V>I#YP)F=IO$bsb1@wCNp?**Y=S(bvKT{ep> zUZ|d4&kkr72`Q^9P5@%;;KK{aek%3q1 zHs134i(3KBCm>GI>|ZA}46aXnRWHSqUpq>HWKLBmJPWCnHnhO9-(P*c*R5><_Yh3e zcHu=AZle%2y6i}nC^tfKa;i(K%3vM58ua$bWy&;&fAJp|dBy7lWs^Ha7`J`B{wtJZ zR5D`tN{Q8W^sgdLu`S6M*Cyy*&(U>Hd45`OE3>1%^$$OSMYx&ESU|O}r9h`!gZorC z`9YdFoI>4EVvLl8e)<|?%`I&}GrItXl@-8>24zZdU5znipV%d*qdX5 z0p7Hv|N0eQM^gb=Wk2|gxAV(EBLp2SPKl=kdpccybaLH2we>#t5LR|Q9~b$HWB4n{ zZ3|$m(pz%FqDfaYMh zD`R-anfHM(A@>d^Z$;tBLGQ&M{Yf1l^qtp@Y$enl@eT_^=DO&!ucNYIccf#E+78y0 zonJRp1TSKFUVm<_Fj<)mQMTh?3ANL)O{26=C5oU$54R0V4%#{9L_|Ix3Jg9K^j*tJz>%{f9Y@$aFWnUAuT1E3qfUAaDCr%H zu^8@8tMHypXJeyRQK!Tado4?Rk6^-l<>NLrTh*|EV@~8%TTy5t{fTef2tB(rKle34 z`#FfiJki&3EhT{Z{>o-x;h(kSf;m>%2$z4PJaJLiJsUf~#$s80E}dXA0nc!DxAB;4 zCDSw$(FB}vPr+O=Hu>w#YCYQ&L=snetjLSD)H$|#RK(NicaXU(@A#6lW8`^Xh1ajl zuyQZUcW<9A`N?W+`{)N1b6tDnW8oZ|f|jdR3GP92uzv)~Cb=M#f_I4i-mfXY_Q<>0 z7bTv!JJA)<_b2h){6OsFdnTPuR4Ct8ID0+_Ql~hcChW}^lovDz`^7G4*Ge72rrJna zh37fq!^-pbk^9){%NwYN<&5?lLeyqyF}PZ@f^4KW>G4)_vgQb$D;4u-yAu=MJCou= zO*TLIvkk9r{ zK6n6me$aS+jLqL&V$6SMLCQ0lU2qF;DYg~PIZ_8-F?CN2W3o>E9)nE^W5P05PISt- zCh}#%O1@f%NWSF{T{ibzxRmgnAF9(nC#$>56564tB|ooYNTv0(kJk$dXi@#wfflfd zh((~QHnS8V?#I}O4h9wvs5oHB_>F(o@bC;Zl7bY6}EpK~9Wsm3QA{Z|l91Yhx6r;n^ zPqZ3X&KGG9r?N)4==QjD=Yd2EtSGz?%R0?88Py1w*j<{GSdESwLGdFUg-W=%7)pw2DIfmtx zhVT5~z}zo1gWBjHn}>}L!O3A=@+;jiCKVdZ`_&c@mH`)y1t922r+{QEcSE?yRYptY z&qX(eH;T&tQtGNl$J*PLUOX|P)yjW;_p&XY+aUzDZCTK#Vl}5x<6{He-lZ=5%N#CU zICcbnHoNPrtUYPcF1@u_u2`x7swCP-O{`fvV?xv_J2-M3`s2N6S~mH?fBb#rD}b^O z%Kh^c0x5xT)&*1Cw}M&>O{{s0$$bKk%c0vfA>2(@?Uqar4LW9ZxcdB>CbHK}&AR@g zx~icXK>w6(IG7k2{Q!htcKH6x;pyqS`bD5BZ=&6=AC+!|K-j)8-_@et#OX5h7?J2Q z=^DSE1Wlz0&9rjenDK4lDtqk+1M)NBsM@B(|rxKWaBrABeb=!+%BCcO;C zrUDNCyawbFICM~gFcWIy*K}TLB-(8v27{N~|JxF`2~bC^Dr@REXx~d8&Q+Ygm zzlu+k*J71XBb?*6rzLsjNMn zn#mwFMV}tAr61uhr%RU_yvGoa{(Y$=gkoHB=oEK4jZL9N$)ef95P$a`C5B5P2Kyl=>}sU)ro!O4}JjgZsY?_CeIj7abPzA@=&=sO-)yebt1iPvUl3a zzZQRa6L46cXF!#&>r7*%cyTzR?3XAwU1TU$=W_N?ss<>SwF*zwLdnKRy|sXlZFVJZ}&Yv%X*D&Br6rpfQlk zqTa~v7vVk8S3CAe^OUZJp?1eUWNBqE*OK&E~2CJE8S}?&t5szT&P^{S;kji4JL)1{mD< zl$1Mv`C(D(=3hqUGw}Vj`!D`^$GCxN*9iqm#8U}sOiD)T(d-bm*CC`K4TLsfr4031 zvj4$+j+&`7jOw%OMy)Y1HPrzERg}#AW#|K@B~3N8x4?q^S^O+tH+Eu`tYz$r{4fJK zslV22OOcJha*89aGSPM1R~`YzI|w>?LhFM+KwVMP<-Xe$B4pMAmU6@S#KiR1(fjT{ zdwL}6v*FZbFQC>w-JUJLZy`!{HumGk3k?U`J&PIM{g5Ww0dXMtueuGm;qoaypA!o7 z=DxSX=j7yc?EKtJe0&zabv8J|a~-X$_;-%Ka7oA^yv9n65h7d7fyBv^deR}g9-vx4 zTZL;Q}lIyJ-nk1%cdwY9T4t;Dy zdIp-3gpgSnu&(3+dG!kaYmGxf?x6Y0mqANB4i_eROWw!nhx|}R&`OB|W4~Zlz&}QA z%Naq^($Wt4dT!T!+8Jbhr~&Sc%ZLy4*@3uJ+>P|~^ul_GQ$B-%5B9BG#-if4JnzMo z;D6Tqbj)$gTAI4|>-S-^(blTBPqglyvIeRUnD=*efhW#0N?N5Q%Ma`mh^W7FGs4@s>~@~ zLf>nusOUePg7{-VaD3adc)xza^~9FUxZjJ&<`}w5d?5(H5p(GI>g>E)_yyGZ)^i@t zi^I1rN_Nc-z;`4^M6K{cA%IeCaU=AoX?3~*gx;w|`8rzwZy!+Yn5sQ#)SmR|)1_s% zMlge)bTh|lQd&lM8#%<(#3T*EM`}TCv;YUh*6ztUA9}`ekjFP(czUF^9$jV3fD~YQ zQlj#b&eeom2aT~54r9-=`2V|9%mi9KMQbROC;bTR^P5)so1DYZVNs$`1H`Qg~dWzr`| zP0DuovgWAkZR|4_ zWJ6(Ggq6sREh{U|-fn%J^f^bv7xZA_Q?7nLf3Us$r?;lpwQ|aKd;VXch|eQkI3Zik z8)0W}|C638#3t;ch0junpA?sZUwOkF22t|P@bGY~n{JxaPpPfItxi@ocX4s?WZ+!| z1EZvTU^w+@S{3*SajEEEtyRHUT@B%~V@rAty;x6d9BfNsajKDgQX`W}Q@xXp z3aB86IxQIF=kvkOA?S-TVeq=Z6yQlc03Lzgb9^Og(^P;i0?b6IPGBtgL=5t zMZOB}#Y=F6j@WE57j_rq=kqpU)`-C(dc?W}bLG46EAWoaTj=of@wEfOE~-}mZaBbO z&dAT8PZcq>5_RpOGp3ZF&om1=-l#s8>@R`pg99y=9twJvRYED8sTZ~gua61XLhsM+ zyj+hTpC9Ricyb@QWg=C}Tx9!D7vqgb#SJ<<*)zM5$XyO7wR~69TeIh5;*w1KtH$h; z-7enr_B(LOTvxca05*%2lk;BFw3DMEa6q;TsGM0CUCz%NaJnJs&{z66_*x8*jwy%% z&4;Fz=JRsT)p@M`xyi2V;6>M!LZJH69c%7&=H}*dT3VF|;K`_%Bnn@=XYmf`F7e~; zCtxQu`0RC#mYOlKvdTY%`^Cgbv=}7v{#*UqjNnOzH+jL)z$htc{E(6o<=}JcCKHR3 zrrglKLtaW1U`YE|!70xCzlK=8w-buqE~p~Da0>D88s4dqefM7jP(~n*)BQiknE1NY z?TZd=i-0#BWkW2Nsge*&uox(eLnSx7{NMN=0$fob34pb#tEthkva-g+$1~9s8_&cJ zn76z}RvS1cb6h;6Zvl+n1DeRTAXs*Gwq=A;iZm}L{mc4O=m8G_-@ma70GdREE=I*V zpFVxc0#LzY|E3xaV7q{C15D?|V**cu)W{yRxTbak&PiDB0&i0t87UJ3yDVu;%+X=r zMH{@Y;IpqiP3W??i~{IE@Wt^hb9YO}?EU;+|7$>f-hcpH>9O;=ReL!)79C7dq|r6Y zMBMRsPHOU>g`@~d`i__T#{zhpa|;WKW@ecHH7c*9LY^knT^95rIO#m)h!;2t)R73^ zjQ=ob?yjvB*{YjdkJ>JPYiJ1a0-xd7v0Ri%&?%^T zhO~wJ{>VtkzfIFuc!U4l1MG%pR!NDPf`Wq5Ag#yq_oFF}8~evGiOB#-_Fp@O^LBGP z-q`^9`YAlT6}Jb+kjBOUa1NJq6?FRF-nqv1T$wJ|IuP*;xXr)>L*Uw0Iac#Y{~@j4 zaD(M;`Wf&Ktbet&A%kEYtU2`myxQ+?z-(@tiKtovp`)zaT=;KwE@9~q`SKAi;MfGg zF23oF8kmVgn?%H9Hy9jtA|fIl?`>;&6;u@1pEG0{OpV32|2;1K_8r^HCrZl7U(P4P z&@km-(h;fX7pp^snrf6dx4B?0{J~;gWZ`Q;cXk5{wN*#VuiDiPt>}K@EaaL0Z!%uX zDFphPf|ofA!E7kNVitaptfFH~3#6LBPpSz7N!!s_tfjLM751x32ytx8fVzBd_Z=Mr zs*8jYXaoFyDXuL~G48l;>6Cz|t`QC-S4df2L;f5qL(( z{K5iUO{2B7O;JWW0vyDomj6D5iVplM9015QqL*B&>KlRyDIUegYsEnMUx4`Q2JgQa zBqq&Z?)ze536}BdWS!2;?5xE^we!H-hGJ$fXLFkpUH56CKnsHN zSn}4b^QbCE3HC@LKSJ%<8@}JgMdyJrvZlS#qIyj~dSU~5$ zz*F$14=R3s4FtUT`S~au*g1MKP{yn*xYU1rIRUor+K}4T8V0HO^5sj6gU$JA%pcVG zU!NX4{}%R4nw_U`eV)~3DJE6;g@NEXS zOJ*?RT5*h_{>!g8+cT2wzY;!EI7&x)Bk3x}^1jutyYf^4snxP+%mT8>)w9Xi#!8}8 z|EG0I>5WoiIHO0qcXGqFqG zJ)g#9Adpru35BMz+UQEREb-wFg2DKFgP2d;!Y+GxHZ8o^(rPXq-+u#I9J{>frjFc@ zmls{W=WL-YxHqzf=BwblzDgLdBd~$)we+H1CV$k9~~p2lSf~Xgb~5K!+~+Pe`|U$7+jMF0v0O;5kG{wqJi{L=*S|{*w58dEtyfn` zl{@d%sqggnzBo?VM;hQ)FH@_Z_7KImcc;wIc)cHsz*xi{%JiO|`B-mBGL@{cZY4TU zgoK*Yj*(9B$19}Uf84)0egAB#W=3drms2t)u-M|U?|0f8N4OX%l)y$|wRDz*F{6Z{ zJuC$FUG1_&bnxYk`&{G!r6mcNkf=3ScaGwvHqNg|{ zz=AH%$oOGk2hs?xi`D!FHSBEc>=yH#@yvHqfK-qmH6pZk;TD2t)xq!1H=5Oh0bz~V z*;&jfz9Ib562u|T>I608AQshjSAXHs2@#-m;LGCza)eV*({=RKr$%^%!j`+P7&H=t>Qxaxa{LN4tDg1}qUV-`j6J$CYpNKDt^Q?ljo+ zBF8^>a#s(3n11U8&rexi*7D%WV(TLcGLo^sKG9!2T9F6Fk2D%5vo*kezE;`-RVqTZ z0P+c01*G(d`Dx9t+%$PXeTfH*Z&(1IS{@W>HPJi_A36C7puGp0iG|Oywj2 zX2vVbuWY*le^m7F+cbNl;jNbjtTRHJ5~VfekDMUgW26t8JAR*^s_(u~p+Si#0sr~d`8_Oq#=Klq;Zrk^BlT*bZ=vYzn(&zo@zNrQ$n1a&LxANBLinJPf>Z8-x(Yj;ejr;ZNF^Md@{R>H-6axM{ z+9*E!D7WVBtkRI-Fd5j~Pii~vVCpm}^L^y;yPtb6RySsn--eC8uWD%WgC8LUqzI>S zT8n#Abg_i`me0+I_^BgGz$e$I4O@^l5`r!8=sBvV6pMPo#ufuo4j-SCV+SgRmq6~; zy}c(z)B=#yV^UHkmyZ7Yey&s4iRRX*>&dUK2GLMYbk-c&pStBTUSJPIc-7&o$Sz@P zU9D;7Dw*xFyW0_JD!pi_@G^Nms#5&uuZq)1!Woo+&tYk>)vFud6jGrQ!n?$_@#M62 zA95S zOKYCzV)`AIrj*a@{l4#zJ~n20m-ppSM`r8Ojn2hLlirnA2}}N2hTkY^(?kg3{H6vF zh9PUJi*FV|%2$f^+{6NY)p-;Q*yQh$-G+59_H#pq#nGcD%47v%5%s$ z@$Ka!TgL|AX8$w~KMQjT!z#&YqQ*r*QAd>o@NOT$_@T9*)&{ z6ayjGB>Gd41RdZ44U~&Yz67Q|RC)L_kH6}^!Q%C1oWqz=1%;jc28{IEBZMGP z>k~2!m5-c7To`|5O>MxiY`+PJ7@PMn19Uv;)O`%0qH9eKl0Hy>*~|0n3`JJ7&PhVI z4@wW3OWZZ~);v{?_0vdkR>-ieMdOzezwqCz0gsh#7#x!b%idHD*6NBnLLRutd zjmK-#yk>tUycs(-Vf=wEJA=74LBM5TdF?D5f3H)4`!wMn)Gi)}1PxDZ(xzkXd+VN+%w2cR>hMymAa{BPd z49nnV6%Og#nQ_RohVeq$ZgEI=fHUh_X(ADSy!HvKvx#_aZmu1ec`~;HAgtOzBUJW7 zIRs{BVR_-}pC<%>N1x28lSV@c&?$zEQc~N-0aoKe4waMQ(tQpQ(6y!AlV}a)w)Vl+ zrX7Mo0~YSx%NjKl%HKzx01s?bokcF)zUE5jNGQijRFqo*RRUPsZRzeeKZDlW`vE7O$L`PZ}SIbhC8KZgy6He4FyZQVaCb)7u z(-ola%Z_{6gmH6JoW%YLQR*A3GJ;g@SBc##Q<0^LEhZ1^B{_q(wIJ6h2=*KP91UZ9 zl~eq?u}@pAKKX6eV4of!B{A7YzzP!bJvBsxoj!v<6{aHQ6;sH))K0_m!q#p@Np{QA zL(z;5506{O%h#WmE9=zb`ON-SR;};kGbdi>X7qb~1*G=UOCqH$u@S?l= z*bI(%=r~Dksphdo*UN{BEds8Mx&Xs`cjG<>RO-*sjMtfM=>koz1E$ruq`lkDhW5y! z)T(D3w=qWQ(&B|anK@a#w^4W&OCYc|77}L7;!ea1?`$zXgvmj&N7a9YRmX^)j8e~X z-aG3_XhELnmPQI2+dCuZyHJ0(hw}z@f&1u=2m_&!RDjI4F#Md9*~;>IqjMUud`Cyl zB{fr9C}Z|Vk0h|HKScI;A%2)857Mvq=gLn8v$W`xZv`S39JJHdk{2Ps)!LRT|; z?wsvfwIFv`ftiyquL0q(?G(!>GHW5zb3@p6Kj?(`DHkhi zG{~Kk+2>Vk6K*iGbnq9Svf7^r)oHlI49tD24|Dl5XU53yZ=4wjpY|~rj$5@oI7sB` zoQT$7Sl{Yt?d>dkkHRkCXuP1wVma9gKUelT%HDHqc1&@Um5LcFEa$h<{_X0^B82h! z#w1HFSl$Tr66=DpgnCb!OIC}hA^llN z0u-9WJqU8wn37-h>c-9q=-j6S2s6!?d((2xHC>|$<<#l@Xy3Rdd4HeH zp_s)_x5sjuEfWMi3O+xug$klOb3f{Li!{2UuHLj|pG#%x4a5A2feB~Mx0{e<^<$oN z-9mOX0VV?Nsu5RHYCv=rW6-+lJY!CWyqRV2q=blr97``FIGG5Et|W;`fG}8@4hBMt z^MIrFp8dEXh%>0MrwT~fKD=~x(itjJoGnZse{BnqA-`M&9Jxk$s<4e1KKDc+(ixP9 zo=MT4T>mLPKIB~p2sdv(M?K5QD>d@}J4{wq#pqk+8-6V%V1Lfd%cD*2V5lQOKB+Fd zj7L&(nvh>-yj2XOgkv-Yn@@kj=3Kfg1|x6RD6_K#{O!pstNAJ=F;V_Zg@SVYmFsTb z#-`1Wd#r`U(AAc{nvAKb8inI`fmA7i&m^WW>V-D)Z(F-YZi}LVVjZmvFl#hTy+J8y zckQEDM!4cvZc8$(I@|78AI*Xsnz%InrQBvm&h==PP=*aI^~zPw4K3UvI%=yT)6wP@ zUxS3?CHz2@K_~VO0?w_2%wv=htN*M9tFKoW+J2OY)L^49eqKYSqYn}hpR5r{;*&gh z{7eR?kNJJaw)s-}S^CidU4Gw$aXN+4$TCsJ%HkwEN1nv5w+CW7fa>PcFmdZXm0BMF=uw=Ev$SgyyBz0PNv?t_J z+4&o3)z)d8lX|_O*DgPlVwjxf5kocT2d!1H*#f@+_<5)pm_VVmKsm$>={_bU!{9QDXsNfPwor& zKDys4q;0^N@Hv(HAh7Ih+Vr%52e##NhDldj&O&?8=L}|az4fxQg9&2F%E_T-;_WCx zeMoaU+fQVbqYcqK%z&_Sj1#O1;Eey`mQ(BMqMfSL{$O~%4J5EcWHa$ou9rL9_{N|@ z`YXkP^O94hXMR=Kv_6-+)mNdxUty@FDUWHXE)w_Pz{`s_PwGoAqXzc0JA*N2OqZM% zf@4N-k7Kl^_ZyUIPS`q(-iD4vI7ar;<1NzO;Jq=Rkc`nsJZ4V_zCrL*7mW*;j zf`G@`{`5rSfI)B1m-?nPt=7#WRb!$W2ixHr2UGnE?R{C>oNFNK@0xmwd{I6^J5V5v zucR|vQQ~GZeChX_q{~aRYH`{I?o565M}(V)-6xhOOPClDhtFd`Fz;zD7v8ow*e=iO zl4WggqABX~ySh&**=tpx4QFcQ@~L`A5WX`6MQcQg&Ke-JqbF}Im<7B@S6ZSg%MTlJ?$lj_i~M|!f8#`)#9FtALA>Iqoob>`Ezt`GzFGEELWn_<`{ zx^PDB=2>I;-j9Xs<0jgU#k!*CI0n}igYaL}AJsRv>(r69`TKdxEzwZG{AN*HC(jMF zlk;?zfjEDRlh{f{`&Y?}WowzLhQ?Oc+snfRHOjaWr?aCmH<)b3 ztved9O00gn;t1arUf6a!id2wqut0y~S8mMNcV3?39IkL)ae0MQFV%<0HS$u7#rRLr z@t%AMi3X>^R8xX|{23Z?O`cw1Z61|W>N4EdwyCHXmZ_Mhdq!NSs}}0JGp06E`fL$% zSL9PfHC&2CIA(;eaF^V%C4TGBTpeB~uqrmd?MlQi%KI_Lo&2l~Hcf~?PpCn;0t`2T zkN-}#&7~eBbj}t0G1*g$fOM5IFn0|cf5{o&Ix$?y>R2GKW2=x{QQT`UmhkTAE)_?Ak6K()$m#1%1MbXeBd+X#J{r8-8jjLphrgv+S1(&{Yt^vIo*OY5ey&XoA zGd=w8@5)c#e63(rYwm#t=U!I``Fg+U06{3el{kEJ3))+3UDhb1<6HTs;Y!}rkwMay zV(WTD>~<`1!c0H|rxva_rkgi{Shp9qk<>Q`gFWg9QMRvZz|QWJt*p0o`_izsDaBS# z5ZZ7)5&ZFHjfK*D!l}u^(N1)osLp(W<2Kw(Uc~i%Ru7!@^blahbRRRRHViJQmAkiE zjvbT-B%Uk_7zk4^PfWNE(zc3o9^N(5qAlPtvF&`N!MN2eJX841#>ZFG=_Ca0*Z6X# zjWB*Y))LOFTN)0ex)^?0X&)$BDLC>-Ufb+N*!#Yc|A3Qpn zxOew~(hYu}cf|1J6~AF0II*qIPO2qja_pDX5A_++Iba)=wo>({0u*TU%jMRS0&H5` z_`mx)jp*rC*cIB4#K9AX1@1QR@Ps+e{CyMp%mf-T^25SyVaPn~Pqcp0 zY}2|l_iSxF5zowrueOC3@+a?Tk94dbrIO0V=>M8JQx5Cxveh@v7eG!QN8LR>V50Cl z(iwl>Jh><4SjD>uWoL9)?~d~GRA3X`smAwjnmbz;Ch+v-!A`9(9z+p1bbX@nQdT%U zQ9&OK``5mbIXlj$kI%`Q>p&`}!~FjEcAP9znA)v{q-#~y`Ja9RJFE!7sGKPD$knGy zuw#EZK!3t4q|y&J37OVV-&tQ!Kb$y^wCG3%dRY1? z0@UD&uC3IrQg&KajzvJE6!0K2nFLu4Q;nKlbUw75D_hzUq0X|^$Pm3J$>0uGUQhOr zS4e zTbWtDz=jYG#ZRW_JvjY`H9t&w9k=qZ^5Oy`oXrl5ASv)Tcd5Pe`0D*)3 z2Cx=b?_W``sEa(XL1R234xu*a%q_@z@8(Yjm%W&eq`0>oy^&2XepwN&y*;7UYUO#v zq?o)5RSAU-F^SG+D|d}2-8;XD1WAfFT*fCql$(cAD;s)xI_LB4qEaM}a`*FAEVikQ z2@pJ*dM|7CBDoaiF=>?_leBP!e9EqTe+kF5l@%9XZ!EV_uMbZ5xqQ|uMHq}7ovCQ; z{+ucKCF5KJV@6ldl=F%U&-i_i9xt(g{pl)b>#xsk;X50fp1m<79Udo|5gsI%@aSRhKRu%hZx- zVW9=W+tgo4P^n2gH7m^@2UhnwS2JekGaKOD**0jx&#%m!fmi$QvKF1f%M|| zkBR8yH-LTrd!+F)kIAMS!l-_nP#Oo+o`}NY-0wO~hkj$9nAOkO%`--VEL~Hn?nC5D z9E?Q%xSifq)m3qJ*mv-O+(Q3q!683}Dbw((9pu$VPlY^2POfk^~^4`$Cp z?0w;O%}dL~>fqSsBFVaDx7gcox}E|}gm*wTEK}Vg+1GQ_neW8f3;gpANRf$2z|6TfRLax9rUOvo_5mM>nb`d#Mw}{l|K(lY<`hzGBO( zg85nhC>3#sm`_BU#7Pk_Q7-}Obn7Pw&ENCz{*tWriWx9D)Lo#tKX6jN7=32LADNX_ z<`hI9_~V@#gyiobzWVfBJWx9tmDXb)b*6*A@}!bHZCAWe zOz}CN`lFK=V^2@<%Nr->*eNJl8N0-WkK}9aTFJ z*UkAIT^@78NLm25M{#*VH%B<~+PCqF$Iiei88r6>@TMu~$7ClU=O_Vfueb79J@BrRd$UVAf*O0D{{ZqXY+;wH|Ht^n#E-)#7A zl(kjfO{hq4X)&ib%f%(R+3DCrYvc7>?=9Tb(N2QFc^!UaWVDG}#3}7Jdt}Wmd1UXF ze^GDphQmB~9QR2m2F4S=@v2*@#yoARR{`#hVO~PP)0BxyJ=ckoX+SWpw;f(m_&`Hs zAUo|z_~@R+cj!l!Te=b%~sLYP{3i9S9jnHnt63 zu}Xy$%o%yTb;kCZVE0<$PaHJl|nIrBsXXdx? zKV6Hf{6d4svlDoi9bEKd+oQoSVa59?^*PjrF6cB&u*XI)(}QnSUhz}xc9syNuxVwj zHd*qj8C~D+(vCq=Q(HRW`Q3aasWEbagysoVT(PUqho^mL`jy7oUr`vo-yB}c4jXrM zlGtA1EjkcN(q>hJdr6n~8i0+$T{7lY5z*C8`da2e!&l@ewLpJ8%hWu#$ww7Q^y0?H zlRH$QOox7LOC@l{-S^T;t@Bu))VM?HmnjcjBsN$Qs;(v(r3Li)2iS5xae}o$b{WGc zp-k_XBViil&Wepf<%8z!7P;Fy^p_t5T~L7nFDZq*vjJC)mc#r4UBeCYW%<<#NevRb zxZmHB`6$v7SmoD+${l^}Zsh&2oTVdj;pRpQcrptAuz0Ub^!WBs+wJUqlxp_hY$o+` zXC%~hU4P6((6FbHHL54W#%+FBN(0IJT9{V@FqkqdReEaY;V5o^dQ9~irlN4^ke}&P zT3V65!hPduE|w0i0qOfA7C3Sn@2}GgUG^D4;;JKoOI+_lLiUPBSAgUcW4_1Tm-en- z_h7=zIz3|EG2Ji`b*jQW{&y;wxy{(eQUM7h3*07tZ@=U0?4iK7n#p$}l{KwrjG$yD z_AtP>6zUDrFMOzcPKI~5m7H`T@rsB4*-`-HRGX(r6&$$=qOPavKf>H(6RA%NhUQn@ zhjs0nz+7gpLd;kD2+2M#?^Zm!`GeUs{#vX^;d}o-?!tOGrhRz47UPR0Zv5S7&IP?} zu?Gu%R{~#4WzvBOeG}M!Q<=Tbceb2kb5iomsp*}ikN&OBbNL7bWG-e+1y?*ypK!LR z3nALRM)Y{)VS~EX^b@x)G-P_-_5K=P3Puj=rl!g!6al#Ep6(L3y#u6eBO^0_4FdP>@Sxpu}4(eYA{+$C_PxGyvR-{ zdG5eo!z)br45Q%OZ-{BvZpY*e}JEg!vjGlAKz_kJ%r zOY%w=+#nAAW~*+27Gtsxo_3830BFG+;FTod4}s;qO#M>4EOH1F-n|<;;cOYu{~R^R zq_tTrs4Z6}s^ah78piX4m&x2q*Uhix$btQ_AbHZMl$5{khA)g;EMNAVxEAWyeSsSz z#ETflitFz|;XOU#&yaPMZm;Vqo8+c+ONXw+F7&1VCUIT?x}^l8?Z6)Ald8w)tP*m( zx=D5eKyIZ%zJVcsgI9*JC&iV)-_lhpmIBhAWwC0Km_L~i-UFe6y~CoJJetYg^%(^i zzW}nCcu{{B3SWWE2D{tBy9CywhcLG+Jl*q-e|K#$G6-j2B0&CtQ0aU{a|a5o3CO$G zF>naUnoe77wtJ|`}b-HJ7`(u;D zI54=y!OX@Evm#zm3Kho=F0wR9Iqj($@TPixZ*r&USD|#JCsYUQUaFBSJQof0)MI!5(OL=TiZM+ za_X@3iSg;%77!k;)gBij{Y{5;yw6T0?ovy&@!imz-Qvm4{Y2$fM;2@mw8|9|OHAp6 z-SzX|&|`g4OrURMG)UqOch@*;+QPO+$A)x?ra8qno#8aFr(iq1dIc5{=&&%4TVjs3 zH4vv=Q`f64)z}*}S;95?ge3cJiUSo>qy}b`=e7|a`8=fs2AYud)&2vY;D~~O@29Ms zi0FPZ)r1KX*(5iB`BzAap-;?%T)><-?dt!1)3?QA$MbKAOA z=F_G>(5J?>v9ZMCi@prwUV82vH;SUXD841@FZL<YdyNVfYsz^taL4) z%za22d%P%&lT#H_@%yr}Qj)a~v9W(l7Ba{oFE4HJda9Jiai+%PXb2-v;Mbj;0BA)^ zuvqg=v?3D&M18ahAVn!2rp`sg!pvMOhISt%MFfs#vz)3oHE5E2sfRGVFa!+k;2Ny{>69K4cXEHcJ;|fRZ^TS+TBMAj`LT?H*yF{Wxfax zO+cGg#1V)o@(m#|RArg#MxnY!gT??abLY4I+|cRiC#@gTI#_5YIe3X{jASCkIadAc zbk3TC+#W6qQ#-P<9cxzE`)cR0BRlT29W$CI=1cU%p$ZhH^4Q&3RSb?;SbR<_s7Os(wQjl4X} z^12Q=!&O2F5B|hrz>80h%twrrGdSGN31qx z<}KgIy31m|&X?IQP4b*&O~Xns>aR@+bz+qwW+Vf7A~n?Y)aQ(1c^SBgyEBZD*`o#=CEgNC`dPd@8?HhZvYRhq+(m zh*PS*A4i(kb`}i*f3H{`lhV-1;;D$s=AT)MxhOs_w=o&rx=c9O9a#^K+HWMKSSB73Sy2y}AOUTMd;h$)HA(Y~;n8I>aD5|XKaM7~)x+3X z6XTK#{y?>nt*uO5$+I|6=eIs;Uhm-Brbm<0^Mvj04wr6ck3@xM{5G90%RE5|6!P@o zG?=aiYE5q^$3#zk^R2MsX~T>QQ&mwwsc-dS$el=!wY(72hEkea;b)4yk5w4)RBy7~ z0{xTQ9n|h|2p&Rh-9~wA%G)MJMsxTyi)x*w#OYsRR?frjpf}C3Jx=-_r}9li`DKG^ zTqnO-%A8MP!Tg0WztGS-KyYYayBjpr2Y&@m%4&;l(Y)L<`q&tm+?6 z-DV8vJyJKQH;91w$ae7%P`^fId%Y@SA1%w*kS;2flLx1M^66(HKt<~aLs z;MG%K$0%+#eH?D5b253Qf^t}b=H5@+zJecHrCaO7`65G@9XBBdtd8{i*F?Yb^F0!O zYqGx=%@?J~mEdBRIH)AxyDhmK!c(xbyNk=%J))Le@`drNZB}7qJ{!<=K~D{|{Z3h6 z0RtcCP3ljDpTqraDzV8328-hor7=A<&dHa+UyUC=aYa9F=kYSHs(Ar9E_jL^NWGT$ z(0&;hH9FGsl2>%Wx`q*zU0xN!e0#FETu|87$VU`u=ay#7tWxv%NuQ>+TD8xJC{|DU z0ec@G=8I~4SS%Nxq+Pn@Sow-Lq_7JJM%B#3m_J`RT$BFUa6p?F#VK@`Z_k-2>91yU z=FbM&kCPtV`{m;i8cR`|9fO>=M48ELMoSz6!2VLUcw^BDEt%gPj^a&}SYH>~jUc3b zTFlW`L6bmiF&xS+xEJc)l^i2@{F>lOy}Et_OV&*tr$G{Kp*~FpnI1utwJCAhpfyqY zr#in>ghcKAwnhy*fExSK^$JtLY6XoC5{CDvtn=hGIPc{0zS`V-!b9G)rkvue)nc-( zw~^oco!|U+&ZXMQdiL5`=X>P7rtiBlydXfZsys4%B&T&rfu|Ywfv7{gThnWJXg&VZ zCXvaW&Gx<$d3Li&0xngujc{R|xHg57E77bfA2V_SJfUqSHXx84YBKy*iCV^=+jZ32 zDAoO8M16gkX>1Km48%GF)1NUR0B4vfF{bWx7)FdYI-Lxs@s>Xi=}*Fx<%ZD8&fg;| zT7JoX9W!|Fq_DHOWUW#=Fm0gwl?kkNk1ftx|{TE%)Pv4yXVK0T$1XkxTJx^aukqyzT%KcMCd@%f}wRYT> zS1`ZTF)}s|{r9G1wiZ%vvc_jY-$CQ5r#MlWU_dD&Gf`~8Dhw+?{k6$&CE(|}r2Fxh z<@Dr%P^CfzFD~Pajg1+K3K4D8B@!Rl7%<*cR*+ghJSX3;VZv03NkQGx5z&|stRns8TM%7;Gt-xxVQ?@5??_%dWgI;1b5O$m3z%$ zd{uU#t0D}gIYmy+N!H|KEX`C{JLpATc@Qap>lbE^?|}(>jnBu3n`19g*ImLVYM!pY(*~LNHR ztC!*|g-E0%%RM4$L*hC_k(isi;?4@KvC*)JS(>#g1;!9w! zPs(R6_^TKaFEi!ewfQU9MP7ks_>Vgu9pM#UlOH((Y)tgda*Kz`@qaK* zDYUQZ3VVg-YE>j9?0h;{o24BGXVJ4meFJ5FT>;&17o~~Msy;ucq%-$(z<$lJ^cfG8 zCHV3SsfhwbPFwy4+K2EWec zJk9)-Z24RnXkTRH7-8&HDDJqbR6-753*uZ2KawyS>;ah1kT9XK!>Fq1~;VeMszxa(+t%D4>o8dXs|Y|zq(gN!-FDY(#%W%YyjZfZ_O z+Q9nX24!Pj?ZI!m6}7L}wbvqq29@&IUHyA1wl@G{%CRobCErG!yzsCT*|TvvCH=!y z?@D3Bmt7J2=|r}~#unR$Vt{BT;(9D7n9M2J=$YF6FoDu7kKiJgRoh4opd_w7C#%^2 z>~QVr`8=DxE=O8;=J$laVo0aH=kjj*d!PMYs}%HJwXq!C#1g5(uQ9FZ4p}kCq`WB- zEb@8o`%Jo`@}Wyt&d0)))%>_}HhMuPg9kiu+6y8RWu+D;Z#LFlJ1C#(fCvC)(kvor z;WKV1rv4EVQCJ+L*XL>;v|aAakdEZhDi}xS=DGPRhc`~SdLI70(*|djHOwAL z5}7;RQVke9JYpTt;Zqy((!RCF`DK)lO??mIppZTE8OyeS?vnSY zU`r?ct@IjRnJ%tI?@wYUgIrx)MZzx|op+;MP)i|jyOYU@(;m7X=Dss6yygd+A$9d%#6BF5GsUYP9X`goe?H?}GpY?d4qU;NUo`6U!=^?ukKJ@o5W)Z9T_Ws;< z;OZsqxcMs(z2e*Nzu8zjoY(P&*V2%slK+7DFI)RrpX=VRml);4PNm1+63imcUcP>5 zkN!1lU3#nd>Q8RYfs)F)eFtU#K;ih!w|lGJvgeK`A*Do{y==1p5myM7 zn(Urjq5e*Z&5g`UvBVi8>$7^~ueEE(T~Wg))T^a?6>;cjo~=Gg^PPo&=$B3b`oVKF zj?a15=%&<+O)pP%ceA>nOC?u!{X`83cvecBIzOqdCos_-zu4T2;N7x@0_C|+Wjk0Q z5ZcWIRu!iF87cN^5tBT8h@x=`-6r=lq;j9zvltsl>$2)vk6ooNXXNmE50kFU@lJph z@1S{UiE1JR`o?S4_z_R0&5fE44eriyJ;e+_?m4LR%R%e~d`@QEg&9G1c2Cizt)rl{ z21^>&czZ`eB!F4@-8roD1xPVT5pG?-JhO4wI$zP1C2!SPWJv3dAgd+TPZKI-LZi=P zpZ*%U%A@Tn6qmeB2iwMKVM6u3Cam2Wv|C^`-O6--)w8YF+eGpNJ(CP9d+9In4@ij#6glJ(`)v_#CnKwC$D z+oa|5?A;9PzWjos$&WVXee~8>j0=l7+#!-WKpSK5={jV!!DMbRw%csF3WWAt`s}SA zyHIbv9qf5s(DFH%o~r%a7;zluSlO$ECnqi4%6UgaB)&iAZb>JRxqWP=;A#%GYfcwL z*;SO&zftXIPiEY@H^HSZC^@3;tXta?R4d=%#pAr0@N;;CP8(bsmh3(yb6lpq!MB(! zwx&)N>hbYf?2fXLjr9OlhC?|BfHFtd#xE-}_SHu8(sE0qcD4eev4DFeS$_2plcj>+ zK3*w8#X-mLtExK#oqzdK=@GoeDbfi>Wm7V9o(#TrDR+_?Aos{d`S`WE>Tpy2h&LMe zC^D65lxy_x8P&I;gFU^4#TGn1xijVCw;*Ep?K@)=K;~h`vU6J0SoC`8zf^#*`R>`y z1?O$mn2wHMgVVX~qrj~-`SYY1$!vWg`D=N{1cJw)J_^lP{ejk4#gY~RF-GZ3d~RIG zlT@s_d?URBE-MrAiC6@>XO6JqnKGU8g{2nGV;ye1#R-pr#po8#TmrUSm6NYEfc0yj zpeUGR$*yAcb;-q%|EjuP2I5^#jU>0!BHuL;RfNjBbfTz7L~8&+CuRRH@UDUe{ zT(S3vWnZ#<8%m+H&~0a*^PCL7cUYNA&ddx393oz#qC?wMQ1laTn+l6web$W_yG=N7 z(A=l&c|sRF<{%K}F~-!h#QjC;iO2|~e8j3Y*#mv|20lre4fsEctQRTF+7H*DL?{W! z#r@p791Ht@@*{vMdE+8$3R?dEsO**7Qu6;zAQf%+0_X@{e?H!y18l zmK(w++k+N8$-?5^$LFsBziY3uv77T<^F5-txN|BEs4{FZRqs{iwPktE548YtO2A+~ zd-m@5_jSoAP)bu7l;L9n1=Vv1cuxGA3XB?R+y2RKgIw}6b;SQ0*|TUUUU1sCT=%@X z)4B)c-gH0{;4zo4w?{KbLs!=Rbp-D)EwKP?0LoEOuoVr#w9^s6w`nsiNp981}oU+RPf`|B`92Az7S61dX!It+* zu)mW^cNkmj&zzT)JUp+&a$W z=X*mth71PaKt9FZ+M0U=l!!9v0_s2AZhn3z{&lG<^{`&?y<`KoAuY>MZwREk9#Atj zLDAyG0|8vk0*waBi~F*FlP9HJHjZ!aPvg=5Rw}CPe@OjEckg^1iZkB-d4JroX?NUC zS$0PmF3@qVc(aT~98C`6-xed;*aa)*Q!nm*uBfiJ;eRZ+k@RBpoLJ!A9lXEOU_0O~ zK6}QH?xUy_oJ6f<=C0XFp_E`(i3J6UnxWL7J~%TPO~0H%z%Ob_1|OyFX(Zr3k+@SA zs}{S3HzkYrJpd3j@ZL!Mzlri_k8I2R$#sJh%bwq7fL~t|ps3hrsTLVEhyZmb%qiQG zTxGar5vV2B4An)tRlWL;Egd)ogoXZR4JW{}aguvb11QWC7rHt?q{oqqgM(=77XeE$ z9dU>>;8tZvnXF#DdbP~D|4~?EWCD=es<=-Jn3U(gz@Cz;m;JaG8z_Bu$E?mdKd_9M z@frhA;9B|@u6mXj#%=PxrVt2nG=f^Iu+DBk7Zx`MF1o}<3mK1jI|(n+5~x!69&fZ+ z8uhFc)v2h6EM?w|CvVWi)I+5MnC;6uEkn&x>9CUlqAnNTPx~6RKya2K4_A z_TDyA0EdClv3ne)u2?dt0P-u5Z`69HR>Oh5b9fTcwA zP91e-4Ojyknh@|gm4$=*m#jWQRDp3I+aPc7>m(J+-U%vs=-)$avt5H9pURMCqQD%N zm*8IyUjLk521xslG3nwk~iu#!5l1ukAtH( z5<%|ME6CQAdHa(kXM<2GTNn>7-YTWd}(iDy2cIPz>}BcLuvV?kFFvUAezK?Mxft zQX;&hp0(~Qz1(WZI3L2Kwco4G@-Xpif>OC6!dPcT9?v?;)B4qV5|6*oisP5Ytk-Xi5Plw<0oGJG))4y73V zGwApALjiKmrSbMB8}EFc6v|o6RIm8G?MSj;+21|~~3ezB00`JWVTf(rW_^cN} z)J_BdyG&ebdlF}oZW_%xSsxpIv?w4?-s2k`1_J3i+Ek^Jji*BRa>c-Xhj=im?O@Iv zxjw%-h?}79{DPO$hu+mYqwOuH_c*zy`;w#KZEA+mC!Vk9_+=v2Ra~=KM8#O4sF* zX?rxBh~|+AhjOU^=@h8Tm_c`@9NM1GAs&Ni{X}t9uh-cyKY^(GMIgJw7xCS$CGx!_ z`gO!=6Iy}lMhkhF- zQ;Rj^plPXpD9ez53?rF$C`mD;iqXkmFXo&r%Znqes!mBScWFwOYlLp&&yn%k7hU4m zB&=oEdN@69kmjEwIqZXOq>f8A%G`#w9A6(Ak=O*$rhR&m?=1`(mIfyF6S{u6BlV2y zuAZfn1IS)5UG=*$TvkBfZ83bsQ<{anKXeT7?9_5CH7nUacb2lErDVLtyqk%&+4m!Z zk4SG)58)~(6=>ZyM;E7CY@BP8&7qtvu;F!#V!mPIAAsflfoVnWgIF^|VK>Iqcfot` ze#I|4kx;9mACg@1W%)Oy^AGPP_m-*ra-4iBLdZ*^rF(xHP%-Sc!j%0{eVP9XL&tz?FEu+Z*dnl8xSNN+weZPQ!4%O1Ls25)? z*_BR8$mQyKuAj?)SRDiE=Wg!k{CCAs3sCAKGn1&JxL6pjaM zBvmCW;R74<2V+}yTHo_4eSTcKF8IBM)_E^x-gZZlac1s{tC3hL$9V3l);`OY$KVWO z;pI@9H%5o`Tk+Eol;n=Pgdgf_zy>fL)3L-y)AS?2$C&xXLO{CnQTC0B4cAYltGegR z3Xu6~m1q)r+OXD-+~Vg=g&M?%5z(52uCI_5Mr!JMm37^6iQt2cOy@w5$&(JEQ|$wg z3f4~+{^>Igyvc?O+(X@Yr%H$qxIkWhUQB8{`!8q?Rgosk-eZ~Ngn86nCtiYIW~k++)IDH@vz05 z{QVg;6^TtA+2;rnYp$-4J>-TxRzw@YT)Z~IX6XK_Qq?A&Efo$h;?(}`iZ%ACRIm$_ zDFSGf3u-{MVWLw(on^~*%lG11yjcJs&$zr54oF!q5`Jlgi?V9Vwo zDT5jg&0m)+IYwQtPuLIdMHVlqf>ULdI|Pg_-JB5#+j}D5GWEKgq`Et@GFjWn*ciJb zlIcFr?5l`cJdMH~e5HhfWTiC?_v#75?nffj^v0XZ-|lxY%r{lT&#b#wvl$w{Iph2?*b2^XxZG zoAu}3mC#>aKqwhN^zfzWZHvY9R7SyyceZm>v8HSSqA99Pok{f0>TQX{{WF^DUERW8 zm#$o7-3UpGS;kFAbyhR4?5c}7yixdH3d-?%%sNz3#ZWw$|vlUIE+v zk;7q7OUsm*a9b9`!B_zK6#`8!%I)pG`Vf|3m0OjSQV!{Yt&O`9m!}Fcgd-f{irOsW z=KZ_lbm~85O)7m>EOnIlv4>l6pj9&v(kK@%z1!+6!5_|GsMfz=KEu%_t9B<6z3SM% zv7@zQc*MMBc)a%!W0!P{&*wI?uIW4N^$!O@iXcAK6hYnF8&g$J18O|0hkHx)AOUl~ zv9a-3gtmt-%2Zu1gz@Fuj>XA>a*6NeL=W z1%V#K3)G_Sej?%iU3dpqm(QJ?8kUSOWYk{Qg5V{;f|pF>c4yl&71;mj(bq6ef@8Vv zVmqsa5`pnd9ID6(mloUPGy6HpBi8!7y)N0*=U|cH*ZiVEWi%{dyiENa#f%a6L;bj4 zxy4BsVoAKypXS)C>yKM*td6tjBwbEfupj z`Zt(c(p5|4_YYk_r89fWhUmP<;4lb1IwVrRI7@~&=Dt9I(FY{kS0RX`DIdQe zxPoQT&`fkQk?R>y>5>iSce#66l=*@eyoc@!PB}eui?9&#CdBLxtC(ga4sCZ6^*V_o zq(%tb0{HoH##G0=3_~MR*sPQjPh7sg@ujNHW@(5PY}4CXS{QBQ;cP`Z)*)@Zl9UX` z)K&e>ZHc7hhc6dLFYe|kF=3X^OtGhp&w3;#e3#WdYs1{_HSyk**Tm^*n4Q%XVp_P4 z%bSG${zL;k4yXOs2m&xz4g6d;ZcyA__2Lq{!0R-)FO=8atF)Q9{(8NL6JinaWVNI0 z&{Hy15|Y-%`s=ZuZ5XlnlG9UxH3PS;h>*AJp5|6lVy!$CX(FJm^5PJ@5LD4Om&j$> zbPJg6of9hyHU|MK?xLDN1iF(O)77Ae$EOvi6={~OMP#c4)?UBwt688Cvi;Cs51B8X zL`ARR^YDJK91{FM;u1*NkA}+8{5*pAsz9~l33|-#T z4k>UsK}s|U(y!L)3q&ZFBhw|`k+76*J}*8In^5h5lkrk@k##rDoH%oh@J{!eQx_~bgBk3a zX=g@HpprV$UNAAzJpZ0YZTH+YuV|Z9-|Uxd&RqAB)^JX*Utpxt^uf$#Ys4;kA+^iY zuUrMwqE&-TA(so+4Zy-%8e}Z)fD)Pi;$UfTli~@K3u)_DhN?hvUky&eL5-8OxVMJs zB$_ML{N(qko)n}92HYkf)9%(;(K=vK`hJb@Wmh_Wzj#V@egNm~CZCbzn)$ul0iyQF z@C1J3?x|FgcIGlG(JA#`T+v-wKva<8WPZ(U!CfV5gieu2tU4XQFt{5QwzCr!NS?7i zK4xD0;~F8&Hx1vh^B3xJ=`SZgm_YBDJ`MjFMR@4v?7^ zxdKnuBKv!d&z(e9H}=LSsT@&fLr8o(R}bE4>I5k>G7e6`{)j@IrgC@p6R8vt7r#;1 ze>Z!jF}}f;d(0})6U6q=JhDnE=a%p3flUBT!{a^SfV+V6IfMOY>!>sS*@oh=iuOY5^Q;y ziGbDU9^%0s4*Pt(qu!t24&+aELqG8%^nHRjrt7_08d5!b8DEQvDPMGLq7=pF|^ZM-?>@0&wWWl3YPgs~Xvq|lY0 zY8WcFuZNY6#PWXO;o;>DpdhviD(_*x1Q2Lf5!6&0HYL!^_y6to&IJE@YPUX3auJut z2Qezg(+$@M8Z@iAoPgH?Vu4zl^Sudswn|E9(D)7EUz-Xu4GN-FMq4`{9oTT#ttTP* z+P~e;1NSHOWMcQ2m}D|a7dbz8cpQVvZ{Ho&iaH-`C@ALX`NGSS6c7*)XGwVVxNxf9 zs&vo--bEeU{3Og(w!Nf#@Th+-YziAWtmW_(Ro{JTQ&JS6L5l7EXAPr%uhYuE>-0{x zTzrCCAluMuaHH;!(b3xhT-3)gO5Q}NGpwR)iYL^;#JzV3s#%V!jgeQe{t{O6^?@@Pm7?FV_Q z$*L=S0k&&Xp*yVa-o8a%t)HLYODg7#;lUDX|J2M1B{Zus)yi?USA30`5yHBh2#TWwY$i7n+wapV<@wap zSE_($>c#wpac{oJr33srH#fJS?R~u)vQ6h%zO4bs7zzm<>L|xBHhN$0UQfK(t;%`( z-W+X42x_i-!5ZwR3FC9F0BJ77BZ9IK%|hMb)R(8PX;Q4ua{u>tbNM>nE!D0LvIu2R zW}skp1VPC7hwskn6tfc8Eq^=L=!pLs7xWc^)$Ed^nty9aqg-f#aNvaa1w?JlNUgw! z-!iP^j8hG}1W%Nnt3?)Ba*;gtbs(yxy*AbO9^dWw$biM^_Z~K1Wf1hIfYp7GzRX9n zXX^^z{vE!f{oLjSNS6@*g9nxxxSfcX%ae#OCN@<>kx?c@3Xw5h9kdw^oox;Y`Ddmj zMliWy3&JjB+~F5&6!OGHqI7Mj9_%z}a_F^06CMp!IF_cV6t@}m$3F2UC6+lQE0?KO z&b_7oV5YpOb{}@dDV=2L_>Z3mIi#P$6cUJPh8lw-9UpiC#F<#-73Hc(Pvsr?SJRq! zi~Sh&5%ruyMe?D(HY366cJPcK5oy5%mV6HHs!<`8>&23}48kK`iwTcQ1guE< zqnswi#KO|)urBuu@7gsDUNEsJ`|2p0siuk)RwB4;f;g>bLoC~-1fv{QKa{PviAkr* z)9QDo1O^0DF90_5F(B%b1^25vqns`nXboXPFkGkWwxs^K630Fo`fYI^u+Cl-JM}X` zBCHOMmbfxzgN~X38oNVGxTV+5Hk>?l3hIvJS9sQ?Vm4XK$9_0qZZukylCzhk1aNpi z36B&v=MtcDjHl>6QRanm*+L2s%Qo=|J=7fomClt`vmLb>dfOiYYU|5(;k;{enWBKOjYnbWO5#wz6-_(evl%`g1flTVu^ zC7&31bL!m3vIvvde%vPzAvHcRW(^3-Z%|510(CQ;x2^ESaSiR^ddN6IWPlttF@0TG zOW)7B!%h|)>Y2;lS7=HPCt47!;Mxq;(wyL>f#P;%x;D$UFpFXp9b0K>X)i~k-W>8~ zCniS5V=Iodw6vEj50Ly8#)va{6<^813QliVGI%z8c!uq+YLu=a4>o-ByI1iZurmi7iQ9^mULL%GkckReq;NF;$TrUy!`t6xuD37M^*p4Q`7YhaQ%qxBh|rQyK+3USb90=Bw= zVoUAe3P%e54yt;HO+a{8I!AC2v$w+A) zeHVQ9Lp~-!snV&Odv88B$8m4-BsI(U*qAsfMX-#TQ=k#WUv%-`R#$|eM0}}I+3W0L z@D~yBBII}(1ZV!>C9I{c^swT|TXyoyuILlsk_LO(#oU5QW~Yaq_}^DZ?ysJ9pNm7LF^Gvi)T|(FO+}I zNL@39>Td3T{v8!)^J6w0QZaxBJZ%iQLmcc_V3mUQBO*c`6RZ?+nK3COV1)BjW?}*E zjuL=Yavo6lLxziJ!jBjoGqbEBl?+nT;J`p_xAZ?j5C5|OcDW7>3;?v$tFIt#2?Qz5 z;PvI-{}DwMisO!6=*#zq(((;`r-sf{g?c1}f>-dLKYc3t;kzH>D>dLDK?$#$cV@T5 zD6RmZT+0Xi#7>sDwm{RP?5>neU9c6HkC-vTawp_OSC&`M~S(&pDQu zr@5a^0Qfo{LZi!iq1ssb?NPc>j`C1P)TDYKcd)w=4~J-PXK1O-5^L1l=5As8o`Qpp4CL6kCejo#BiSR! z7sdYkw`f1=PAN;kRaOC)t%bKqe)sO(YDWzXjkXL`uHxx0o^g;j#@qfe2S5c1C%dBQ zg2iBaVR_>d!kl-vaX7g~LJW zPCG)Rq@?2HI3BL0Up>R&O>e*L(wN7hxWE3~E0ddU|Dn7~eHZ6!$AgaZn^d2eO9txE?J zUP88ZJnEP`It+f))CkYCCrZW?wpv?<$)(B%{^u#o8D6HCt21VW>!i?kCka_TfQg&xHfUKL{R|{ovpC#JHA%E0{Vx8OmP9q!I~<{iR;H<1|S zQI93D=C6E)Y4^Hd0j1M~8jk!%1!+y>WB znEYGa8h@vYSv-*e5s#fLg=8enu*2HtxP%0BU4s~XdB?zC^?%f9@g&>%9)=yrW}vAi z*|h2*udPpW8S=OBNX}qI5;f-y7&FwgoD7XQ|hU-9r0N!c`4PNl9%S zV!wX}buV3NEhROBF)$PY28&jqTcIY?f1DgpsFNkq?W1NPO;eoS2}2je3in_y61BVV z=f6_KS9sAyKtbC8G^ z4`mc$H5s@EHfu_GdL+T>PQ^c}t8dw=gNFfFk!~TGbvR-kwl!$8HyQr-^|Xm12x9GZ zNp2G50wZ6@)5IX?)q=g2@zwnE-YgA4->ogseXWHQ>%b!8_dTJgY?DCKej>ea$gibE z3K6@XbR#f%P?#8LCyHz$nfK%~)o7V?8jh!gDdx}ni-wbhT0YI^)H&>s*#-plpf~Nw zidmoUm0>j$l-AQm-SMnNct(L!n& z99GjlDiE>7I|Ti?wf%2FpWi}WtI6AyszBfD$iTqB(RJUWseA|W&oKU6`E;cmNTXgx z{BMGHZlY`6$^%5f9#tfPxZNjyhYI&>c1=2DhA82Q?T1wgdjyaxgPumRiqPZ7Q^oY8 zq~9I5o%VrYIOzZ>V?0EQZ2(8`MI=vsG%=5l7v8D8SFL#tC*#!bv*ell+qZ8U>^HKq z9;_9U18UUP-ri_$eL#pp$=>m$WGv2kSud5#jJST~K+c4)TJ-5;ajsK7T`%TlV0e}@ zV1k96Nu}L1el3wwX28owR6V)Y8kKn$HBx?}?y;GV3~7}hIoWp9opyzuXrjbX($OKSR%R(kyo-yM3hHQn)? zc(vyYRxX8Z9t!kU-sKqHV3}4~m-%A! zbbuUliBIDDUBSjp6PtvhfxPRmLT|En7!6mHcVwt4LpV+e5q1T$UdvaS;bO}~Fl|tW zq`Xl=UnoJ|YL;x$dbWe1o;j^-XDV!MUZFI~Fe%i>XJpL@nYkSA-6Q`&sFRcznJvq< zh9YU&`JUf#UP>8{?X)^HJ9+#w~yHw%t#sKbS~Ak#AO}ueHYx)9n77O1`k0 z=VOq66k6}p^u&`)-#+J3@fM-tUjO6X0=q&&zHln6h_N`$%IjyYp0l~_SBY!ncZ$pZ zXW*!xhrzYBXra73PM(JXM;Y9Ww0CJ`xu1F_Doydi?1h4fH+&N7`+2Gbk3G zMe=xXlnX6i{PymgHpB{T2@(W&Y$hrkku31#rLx&?V`E{xLN{C2*lL`TSbAaEIM z_(?~HuY_+)WNL!5Xf7*FwMb<4XLq1$)91;W!yCQ%PEqs2ku;9(HqF+tY_a-Tt(kawc_AkBdsmP zu1Bl0)g7jvi|?LP{fTEawhQRH=v9LhfPLyAsAvoi0q-?j1f7AXQlrXkGE^4{UifD& zUfiMdY3E?})NCB11&yW6V6?B?$gVvbWoe}`3(*EoNlLG$xEeiuvi zZnbxuXysh9PgafdNzwE=mE9_;HQOlaQZd;B{NAkt2F-kixOL zGWsdityGfmK0XLYbVAr^N$t@T#bLWTA+V5nZw@(-0#)_Qq+SJEs!P1NAXwPG0E&%^ zOIk5Hol3qq!wjs|IomS$p%>~Mm9cA9?&{+x@^J4}6qKVe=b7Pk?2$3i%HS88hTLtD zHMV03PEUPRyZJ-aVwS^rRaUxSVUV<%kw-q4PC{I`*m1*z$x2oKMKZI?1~#)?Dv^YC zRU2)N;|3ja#!_h>AFt8->=D>&=EDW=$ossp1p%Bge`#|jW$-~=L+p&ikt!FfsI;GV z{ix#;3s>~B%NA}yqVBQO>0cToFl}jgs*RU~`0SQLI+BzZqQ=>8OP6Xia`$)W-w4#K zoE>Qrq}cB;>$p`exdma*NASHt-ronUgi=xMy#bAQ`cXLxc~vE=AyIV zQ*n6j)5Y1vYU}0ew`i$8lZ-b-Xt~thoxNdc6QoQ>*qJG%K??yVzS1$saSwOlY{nPI zOXGAOrz_n}Z;`eKz*=5&joLL;%`kYRz&FEd(8ZPA^a-#9(9p@|dWNNNmC7 zRc0*dzDX782ef@5!eNKg4q>1BI-1pn(!?~^%zGt2_`RBcG?~bDJ2G;w2QIsew1^;= zZ(|z7IfMp^^ioz|AwF_kTjKOmmfGw}|KwZhPY%Pgl{SqA=sV|R1Mlw1Xl=PU;@}XG zCa#;RCTSW(_u5KvDXwosG455p$LXi~)esw+H||5&<4YqKOB$~lg=<^TZmklkxVpww zDJm|YT3grPciVZv_fvBRE7DaL6qW5P55r4B+6*2XqaNYg>-dwbz#2t7=lV@nnmdbFy-# zlu3PfS>M|3Em@N)B|(r0%S}He+hh{0{64vhj`MD`nsHl!8mrxJC2|a_oXoY0$i65Q zF)#H!Qi>Rog^kMbmHiS+T51})yi3+rC!x6E>ISxMzTd9}f+@vH>t-G4(q{q4`kx#T~mEqwjKusga114*@o#p?@91Z*G485mj{m~J4+SZ4HJ?46UVp zjtM7DBGclv^JNrj6|*Az=(&fh`&kji-(o8K+4@&)AsUeTE-22=F}=&A1zUTL&I&Gv z#Yjjq2QvUH@_J|8!?%AvDWt!L^a#{^{=3$S21xZoaqw`B-qvmEGBXw4CfE#3X>70x z4y~3>WlB%r7o}!qfyP)kyKjIc7rYA>oc0%O3rzvbEiag=6WUPiTtC(mEcFt!rDEV! z{awY$EhH27^+U(3*vV*q+>iP8FrnB>2ou(9rX5O$d9QzABHd)XZ#DB=^CUIA=1ae$ z`gqY(^&OvREa76y?$^f!;A+VDO7TA&-~W#!4gdE;f4{x|heV9Ls0@xlWZYr%u8uvz zd`C_GBEfdQ`y!L?PY!qfpNs}85w0N8(9oGlM=JjKTR1orqjD)CX2N=3RWJUYGpMUq z2TTg%2%qAv6p@2#jZ59e6E{tFrg)`vJ#)@ehPYz?`n@)<+bnN%^z@QC(v=k;N2uEi za1jOjY_ZLyVR}3~ys3OV#dNpRILhv5=t*FNh#4tMig+sjN3s`X)!!J#Ru8=z^kJ;V zeiIW~P&;KFegLjn^hjh6PJ2GXfRE2rx{Fd?;ZGB7X&3tomzKJ9 zUc5)Ykz-Rj4UHuJU}_}*WCK!g`3zDkx2r{*V&{9Z0RVIJH_4pKP$`ziXV!aBK>Xl^ zOGmQI6R0atfH!XD{7`wR_#gXv_SS!D#+w*}1*ln01XQ+Es(bGCakrLHo3V4hdG+}H z2&9r;T#G&d0XOiV;DJTaiB!+Nog-#G>Y6;$S|_gVyb;P{Ur@F?o7z@rs$M)9q%5i; zGW*J&jJ2ZpxGJ$|WzJRg=wy*h;P8K-eOYI`t7+Z+HbaV;0XaTta>yIa*k)@|2qkiS zqOP>-cd?)FW{P<~A^k2u#+^5x@F{E3#^WZnd<}pp;?@Z_^-`c2H8wL3snnzoe#iI-q3Ur}bg(3h+0 zz4QFIob>a@kBR3PEyOkVt@v%PjH>QndUZM|h6Q`ll_a%bn7~{zs=k?Pi94C#Htix! zZ~#Yy+}Cm3!fLr0_kY96&pQm|j?d^8gi&8fa^Y5sD$ULLF=~d%{gRDTFwKAOqY-`)lO93hwMb@NTF)Rjtf@6#gx6@7#%h z-8-t^im!0mG&^vcP4UhP_A*|ZvuAGh9F(O&51$W<=@cLwYXiEC@%rg9viNQkzxe^= zo=f+M5%Plo_GuY}d8`rELerBC{C4zU84! z>t&G8lPC26=!>(hBiqEc*gy9uC5!EyNZ5B>4hMFfvEvnI%VB-+^j0C$r$r2~Za7b( zhM;(2)OxTl)kf5A%t1%z#e0h%WmY!BJLj5!44+MqKN}jvp&-E3xt5rBKyj&oym)n>(5RP@1KzFGOq&o@*z&U3^;LN&E(0<% z=>q=O$Z$c)m)lv-^yQ}l`Q(^!Va|D!{H#41;gC>tr~uodc_H7=5)f0Q^-rc1(1bg| zs;@$==DKK`OO&qdBChS~&IjaBMbL=|Gby=0Yzb#Ul*4-KlN_yD93Wt2aRei^cc?k2 ze#tUl8T+{k4+pk=<%#W;ap~B{m-V~SLOGV;tLii-+ag_8#k|(j7=o2Jf#o8sT&m6DSfjsK=4pf%Qwz1S32(kbADF(O+SOjS z{lWKK0>J`La;QUTP4N0eXR=InTH?c@a1Kxs?8#;{=(xuLT~)c=gFu+UI&U2T*ACMd z#Fyt?{(8zUG&EFqn3E7G6f;N0eh*0HJGe7)B1Dg>7$5r)fJ zNTlr)o(zfSS8)A4eo0qHN^F))s95tE+b^(SfWSO6GefZqiMC!Byyrtjp4<`ndmmgTY`M8cs6Nb&{Ud%iNuKh50ZxL9`^p*P-YyaHFc2{)jlvAjsEgT?)+wn_&o*#5~`9b1uXqw-p z-A6K>-k3*m`p98x9m@LmhGe!wQp*@#Y6kt^NzlazI77gva>f^cUc3)Gy{$0A+0k zP>)wosyVq11ez5NaaGe2;w6w5C*tmL^~Ep24JKk^XV;~TJo`x=rTiQz`#J0_6i)T& zyXd!SttgMrc(s#Xz?!?>M2$_IWiIJnb<|i&EOLgtEW|?j{cTtvfcok7)CMz z9m$PmdEcc3EBB`feW_qHJ9cH67~YP!)ox$RW-K1}*{)1+P2S+Eft-C%P=(_jx;mk% zn-VG?QI4CTpmD6@wcb}K=!$D5GDPgC*HBiEfI z3D*l3OGXniQogn9zUX8N}==vF0z(n{0-aOZUH z*#Kdq;SiYU#&4gdla)ii>Bs$THQULX*Vzp$?_5^SM_a&Vo4{!e$I^~T;+7#Q^;@F+ z>s^Bv%vRHoWhcHe?jDgQpoi0>LDp(^^vJ5r%#^y|7)UFB; zg_;;f1<)9W!-UhN2#oofQ8O*)#g*4}8!9e!Zhs>N($k?`=@05h)u9Rq6wQ*C#--Zz zxVZ;K=HsFVWh2hNReS+0d292c7$O}Gvk@0K?y#`2gMb4fCN3_%X(wxP^6>BJCgt$} zVK%cG_1r-+%7B0X?m4-1B{_t+2oyp8=;%ASpUkc=|0{m-7nYO^h8VaWaQ-#bC-0h& zbP70Ealo8}Mg7bA%)ToJw6!ARLQ-4Dg+~7~=pic}RrNw@PYzZ%s8pHQCg7wZ1!~lT zPGFFYwpBRVL&d~&H7!$c3ieS&VAyp}-I??qD^}QIJZezjRB_zs)R}gK zTbqOuu;1M$ULO4mL6lJr(r9LV(reeQS^UD&t$`hQbzT=(zZUhhg~G6+#ZhT<-b6fo z^LGn@u7JmG20{j%<1^VndkJ3RaDs3NIjhC;4LTcGkvtdz^&7J*--r-tT4XGLyFm84 za^aa#2~2T)$b>>0vv&n88qXW=Z4rBTdzq~@?9gqUJty=O6#3u7}4LhPC6_aL+lh9ck2 zV(C)DilZ$MHzkVfzn!^N1G*E&-zP!S<44*N5(Wz0QkA9ZCYb!!euLt4*D-${qodf$ zzXma`KR^d-OK{AI!kIe>&fv^}p`xibSz5}*K2lG-yTV(8ZQ_0j?p! z_jbNtq}Mvyg9v36I;4bwrYZ3t`Eo#jy!?=P_3f!1{5Y!1xAPg-;VA_Zn3gfv6GIf~ z=T2lNOd)|LgU98qxLI@8TiC)P2MD82>>!p4(l^`7bUvteO&kKwi^1kWkEVBMn2>j- zw$n2 zx$r*aK_|z9@|iMp3Rv>;2HRg5?IxMTmsP52rRAJZanDok%;q#raH~@KHZ$j7*&efr zp9aNw?%}l|pk0Q_w|wVA08esU{P}>ItPw)z8P#Il;50rTvg8c$59hIcr}F27_d?E2 z@m}VA_fBBqb%_|Gib(~MJe_~e8COci$i&oGofD$KWW%qw(rv!RrKT9=&XzvkF@6N= zWe1zVv^yhWxcStf?i`>M>Jp)hKLef_cGF7qA^~iab7+mk5oz?AI6~DWTZeEvp+C53 zFWQp&xqs_P)Keloc`QDLALLb&eo<^0{_rQb{Qi@*H04YKmYLudm0j{YpO%r4>;3WC zI7V<+cV5_DiKW9fWPh!A+U|W!=!diUNKXw!e3&9hf}QCd12zli_FqE4zG5MX)8PyP zu8T~3Z;ar%HB)2GxT@CtlT3v`dBG@lr71FnvKpgp!*@BT==z(Iiy_CeMY>yitq|T= z*#%C@?+_+SDCGFJdZ|ESmT#MFa4!AuU@z?S5u^yrdo8!Fp++VkLKTp?Eg>14sCz_1 zd{Eq=8=Y)bJan`k9@V%jT6ipVhF_&&8^CTDAk3c1i$0WGbPm z_ZdS^j8uOJ~%Jc6Dx3!q19Zs7-|~86TfwBUL`Q zoq#1!X0CcQ9=2Y7Uno;4-G3gg^RPr!u`yBcxl)JqOnfll73eanm zZYAeQn}!eu3i`IOLI}D=%k4I_AkowLk%9aDX2L(%Z<>Pw5mw6s{{e#spaCHo)xl%G z$t+mEA%E4e)$SZxe%BcR%bFbnfm3)GquKz43(kqMtTzcZS;hvG@JoKyCvyzT^9jn2CFh`( z3tH;^7K|{neiBis680@qTy@+Yb*ETwH(Nqd;#fuCW9p@l)Tg}hI-9hHX=WR2uH2a- zDBfEv)dpteaeD^L4L?mK{&FwS?qM11%=cSEqH~069^HQH^27Xkds*24EPX_0#TJ5G zi8Cp@CbE~XC8Nb>rA`w&uKVI~@O~Z!i)r?$@wtj;-KVHy^3=38xtg4cRC+OLCExYzncCR$=D?Qd z@ORgw8QUZ}DWvpQfCPVagqx_4P_*yvE`gDXii(#lZoR*kc$;qoROy>q%S#_rHSMj> zXkJJ%`llS_hCMo5U>r8hRHPH}k2(9Qt*RY2&NW=p(U^*`M?3Fm-J_OzbE_RXR!0ZY za!d>(zMz?OpZaoXe1-@Dv%1#AB{}=}i6>X8Rz%xJp-K(Afw9dZD#xT_md?@n%hv?*$?y2=QM2Zl|5$H&xSl&eK$5jIz`hFJ3=(+fja_^OYMn+M_J0 zbTN&_oPA&?Ey*x)`*wC3z=Gl+l0*#DQoukZbnF3hAYD=@)scwe9XuTiq%Z3COr5|1 z$;kWCT>8w8v2La3jVsc{5Z|a6`*Ek}kiXR}0+Y~hn3U{%qIqd=GDwiptF=t2^JHb> ztB+p3J6whJM~z`5x97V2q2k^aXLtF-HkZqpXr%q*{D_o{DQ92HE;njgaoWBUC{QxC zNMoJl8q0AXreOR=!kdI%UVfr;QZ!v_-Qx_Eo->9d>b{4j5488B+KH{c_W;9Yh?%%e zV_`Qti{fc`$kOr}O`-DJs#MY9OAKpTAN#LK&rlzC6v*zDIe&^Tc{((bc&D$SdcJ+M zW@}Gdsq2HrOnz#2&`9Ml;jV>we-pSdN+{-8rtarBdKT+Xf{g=%#k15+X|AzHS1-zn zB5et$*{>fSsQ%D;+lWGoN<6td)2kFA9v*Jq$U}J(lvCi&7 znj2Z^d{hx+nxu$5S`K*m?+%EDWGM;K zbvWi{6&6jSk#@$FQa|~JZs*SFR?gHf?P)*qIEh2v# zX}a{I8g=9SmSqp#4cU=!w02`qWv}8eGxMj0Mzk1Hr72DE!f>TJk@LQ}3@Z|^h(H1$ zx?^-A`eoZ=y%gI8PM}=mJ3iz)71oia&6_c#zP;m@`u=_WeTHlc!9=3AFR$|Ed0xrB zN+i7BT8y0j2`ATBL2b2SkstVe5@9*h$$)GI&_%18T`V{_o#^E+2-x~{(xyIr4%h4?b=`OY%yCM z`utwHks*RoT(JmBAOHT&^?Q5;gig@cW1p;ATF?;2CfNkAw|-0X!_Bggz7OK=-pYbC zs&v80(;Zlja~(U0=xG4mR{=gii#BpCmB|2!U)sd`9BTd^Pdn|Xvn1aDeN3^#Iwps7 zX?)%lmt!+HYPZv%hTQmRVC{$ciBQ}2c)@ZvX|9})aawWpL4xPvpK9GKP7zeF)flBo zCQy{a@AU9fy5>7(p9LdieT3enllcqT0hwoEdxN z)_M?*5EGqlLM%!(O34|mTconO_G^RDa-5TCqQ9FE^i5%2v9!omw=t4e1s=6nqT*eV zmL&o!KE8mwYAa*;v)4opnq9|L&=|d-hAJhN z?L|vEesif~KN{%GdUsQJu_s#)lI`cyDfNJw*Fih1_=|rC2n;vJmp(QkO^%ln~lIi`;--M;Qc1ZQPHyBZ6vA!mKQYt5IUhe$cwRHc!93!E6U0 z6{Lt{ytoH|;RN(;_#(|-8?&8_jy!hjK2UAsZg#RFF3F6GBg-v!>jdHfvs@;0!83G^ zAfY!T_aT;ioKhMpXFH@<(o>jYmICY9vqM!<<0{* z;RDQdJXWI+q`ypvvl0mNy|UFq(2E2(l}-vjAS@oeD64O5jVs|w(>EQiz(vD=X2`Gcz6a+2Nho? zWS0UF$%*8|NWaPY;4oWZXc=s5^t4K+;`%e6Q1tS0@tG-=V=V`IFXVA84I>+XE#FXmw2$GVcufc#iez@A)k6YR z3>@<7WVk_)RYQ{~o{7nO^it(f1ya3XCZ`uH@uGo*{RR(g0rCj*S%K8A!92<>l1aCzfoVYPl+5MF<%7^^-HYd-u%;EVON zUpT2Yd5WeUSvkM?n!?>#y$QY7VKLpDt||l&owrw?_QR*beUJUKYayTW8RlB2LCcp* zJW&3qL2PNuf|WXxFkGfXW%H9DL`ss4eb7ZR3he@H4^!l|p%&8P*hoBk`_pWTSvn5S ztND;(T&0J}drilc-WAi^Z5fytjd+{DRBS$lK9|}rm_pF1l%e(X``f8eBXp{y?d2KZ zD`4#MsAw#0Xu4B`;ss+o1q$0oyE&WVWrLvDTD*L`=vLx9?C=A&t(VNPW zeHX^qWl8o*Mb@!SmPnSdWXTYN;XW_*`F`H_as2M%zJJH@yXVi2jJeEpyG=n! zEBVa0bqi25@Kf6HKLJsx9w+KxA2&NOzX6Jaq(bMZ;K8}3NCT5|NKcOaQGQ(`E*ZU< z5m1aiGeoM%rC#1!IpEQ_4HZ=jJ!U~qle!TQBlS(Zmh_4}!CT;6ZO_L1*AgW=`!0QV zi{qZtKwUVI{~(YB)m#-J;qtQq0voFQY{ANb@zcZyIc}N{CW%V}xx@4Nfv%{jeEE;U z`@7734A#{LA8f#~;Thu4p5D+O6`%D0bihYb=X|w1`|fy#q_RQxoGhkps#x{$eS2=K z|Jn6IRUX6*j4JT&h9{G2Kj|j_VS$Q?Q-TE}MHWp((N-1~vC1lWBIjF)5AuXOf4;6) zrB58F>kF34IbCWPwmg4-CO@Ao0;4o(d?2vI_2EMhAe)LzF82Z<)$-<>4ma-3&dxD-(i@Ye z+v5auYz!Ri4yF%hxR84q-+y_@8=pdf&{3yi6O_BgGf0o`$$h>|z zuo}g{Y+cIO0sE|4XcpV+zH1YuBojgT%~B_cJt2R4M(=`I7<=}hQL{!Isd(XgeIE9o zI`DNFc)c; zs|rZi5|=0>3pgSqN-i{<=1F0O=$2nftCnHca6j-@p+~;}YHob%TwfI#Nesct8RbsM z(knv5QN-GS*GRrtA97sOY#e&psxkM356caUNp5&v*K_=@>7@7g07PCSki>AFMby8t z^}ZJ#O4^G@lqf8UetrA)t)oNCt5iJ8k)GBrjG2KEhMB+?hVF{p&EvzNn1t&wj zB_ZLgFks0Lv&VL| zl*Rv)K%??xYss0C&LGZv*o-WDg9vf1ZHKu2J`BG5dhY)MnH>pKvn!h%tw?H}A@sY= z?UJ2L{Y%MxrxeFv^C<(yN>TP=1Mk^cj-d3X(BPSl-#(d;f*u{{VOwyv>3AM%%|iZd~2ENO14`D|vPaR+sG&ox`Dp`!oF+cKy>i**WMTPU8 z^d-xLUPR%iqw{-){JbyRxO>zhp*#?%ntyb!ujCvO@L31y!ChFVk!+j_6d->SK1p|y z6{=%m?l^3%G_r=U6Zq1lINgQ%J&!19m@=srm{AM%5=V$j#_v)2rlE|nteJMWSqsbK zEj$UAFiEFZR{r0lDh4*+Bzsg~Oh|3{T z=X^F^s~*0vq8I*hpK|F`cLrGR(>KNGxy44WJ;^G&UQ6S1vf4bgwmcL0v_a8^RFjtA zGkkqvU?sDeW`2BACb?eGs8sIoMR9i|0WYF1!`21K;)5<>rO(n-`UXIlYAO;de-Ml`>Rrcz1gXH3mlXo#T@Yg$( zxU8#1{Y50Q&Lc(0ZeKvjisCy?lAkaORX=Wl7StEtZS>8E*L^yu#)85VD^BBOz3n1H zV-j~~_AS50?N>F1nly%d z`1P{&BkeO2z3gV0HrN^U{HPR}lxm_UF3yPLxU9$wqk-yz+Ol!PZw)>(O`IO9H< zJ&Eht&=xG(W90MA)OIx7%s@Fr(4B4dD5l-5jXp%Ng>aTKca^*^io{D((C5vMuuwUo zLeBrz;+WUmwMR2=w2HiOS-biMbMboB-hh~;kb6TsTBTU3Cu}T zzjnT^wOrZD{<#S zGC3*Il-v@gZd{@4*=hO2dmS!};8|6t#C*vW08e1+hyYJ8;`(9~y1-%GL(q~($O7;f z9)xqxU@~Uy#J~>aBj$5-aKQ|_EL_ExyAKgAIZJ#S^zhkfbF`nJ=!c)`&U65y&!fkW z)d+;B^Q#v;s6|83aiXqPzoq#B=YmPJ$xBWyUQK+-OB^USue>){a#ek1fLj527@JpZ0EwTOr>>JVTiNQMU==NhGj22I*p9r@rY1 zK4#%+dbJEN1iRPf!(%!WJ0rB-T&+RJtpEnQ2*J$GFsWx%XPnnuX8M%O26=_C1L+NG z4sk@uwkwHE+MB2H-ltiRhLY<=)f$SuM|ghiY_(t~i4Br9-Ec_scrws|GEm^;knQEM ztQhYyqv77F#;UGs<(@1EAL{n&M+(tR+<UTf$4R-tWF?~EFBWDy{AB{7(ds!@W5nvnD@8W z#`jdqhwfT!;>+uaXx(ofwa6d*pXFD)gU{>-t9qG^3Cv)XnH3Qqn{kD67@W%X-`mdp zF(HmlvvpvW)gkKO!37r5#XYub+TL@KcAcM>qyqzNK?`-paIDkHT`n(o-#fcJAkUj7 z-=o24Yo3)r!9PFNtT5*Unv3k1<<2+=8DFNDt=c|(J8Qr%yCgPPzf;p0u0^vIVn^u6 zY0nrqH1hXI|GDWh>;``t;^`sEcvZ%8xs+OEyUf+wRGJ#XBA6^eJ|gZo`Z0Zi4;%{K z>$CBvj*I3$U=?&FXS4Y<{&=$2Ge2z@d*jB9q%lD}?W|4KCX=9snpz~xEj-yK4hmt) z!UC6LzMrKbab)6GRmi>+Yotv)b{>)XQhBB4Ix|BM*8KHB1^6nQezqMixwAmEN)CUK z=@LaOykuDI_ylNI27M)V0*MvQO(p{9iloJ3mo)L4D?kl;mOrEg?blR2K$zS7QgHt`vqZr#H zPomICe5+-@BY__C{wI62yOk&tq601N`;ED3sL$+~8`QFmo*`!ZDqYYE0~UA;%IZ(Y zUM%z9Au*O)+!{2Ln1Zyqx2pGrV>qnYmy;}Kx zEy0KPr5Vnd!_Ye$;hlWvr3Qo8_|u^W*IdAO=y9EnzE1$bABZL`MsC3PYufnE6(aTx zk@~2!Ra%DkQMX@`HIS0yv|Mw1EaU~;etkN!mkrt;NLvcoy44z@!{g57*ODjBUr6?x z&p&TirOCy<9MP3+oOx}nuhyYJk}_)UsGNDxaS3<&qbU!K?AH6%tXkERimOG@7orgS z*!G0_ktlg34^@q(w{OJ+Gs0>o*XHB{S-yZRGrbDzPvT&WeSXm3A88=o6hW6)=ge!M z^lkYrOlt;1RU{L^E;W8ZT6*xOfDD){(&5eU@0`G;Gd+r! z{E`a{i*I1w+>5nJM8t+cPl_6)T>6EMx_E|W$gzzKsRM`$_eM>3F6+xpg2dn0f{1exp&7Py-T;_Mx>?I4JGPhhG5XqEF1m-#G6KI?MH<_{mft%6RY zk1xtFyrNmH;Hd=<$akQDBy+mmN}IxzfY#`T;Y%Ou1uol<3CX?ghOlbeT2 z_TIoVVC@|JPlim@e5BK#mD?T+S~a=ja79O49HK zT8LKCss8ft1NV3|B!-+_Lt9>KX|cnRuKB@c)v1 zyziVboK0QeFu^WO!KsiRln8A=*T4$;lszcV?`N!4(m6!hbIUrMI8o@uEM47_B-Q^@ zfnUcIT#J;ir%s>F08RFa&xU95ixL3+LhDU&1{d=Y=t~Vm^8V&bUWR z9;TMJ_O0kXHoU;81pc+0{0hFd8eA>ne?&ZvJL1rB>X}{c8&vX`>E>!QdqqJio=Yci z!nXLFsZ;UPNXNU*iu?*1#3!1CyHb{58jKK0YcsFA2=lQ6SVcc6JtNlh;=t2j#ZH;S z^ny4lbVqWT6 zya=l4`Gw2i6vK8BCgz9h@K?iIhqL@r^^ar4ZXQCbkwD`;gQ(xsWjJW_L8eG_EfxSr zMvh;&EvfJWYNt;*AVgAj>4M1U8o3rQ@9J%UR6KSQ?^hg9=$?1py%{(L@c~MEk6aXb zpH~KIb?l7}3@RJRpCFWHwAzoO}O%^V&m@t@t}| z*@QoFUWjU=@-(|{U)Vq4HbIRLp7GrPDq;-w16b>tevQZ!y97Y&pa0L2#-`Q+|Q6+-ibKe7FQ zN?SPJ*{H!!?6RR3de(zAuq#YIEMW3e@M9_Xt@NUm18Y6n6tY1I;a`UUTXFQHaC^ZQ z2+En_*{WQw{*7o5oSoGh7Iq)>YNrrGRrwD$Y1ewwieyOC)3_Ri#Co6EfpTdQX*`4D zh6pf5B^vnoP*=Vo?9m;@@=}R&MFh6ELCVwd8cQ@OLqF6W4woLi;D{IlFNGkg$91MJ z(n*?C`3QzS+e~Bunu{Sv}3QfC_1h|VnFr2E9{w8Z3c#%eU}u;VO?&g@CO|AU>j(? zT!0su{dI&{rnISYFhWGK@e1VB%x0HRzED%eR$&czq@WF-$hwA4=bVzDs;a-{e5$sVmDQLvlv~ z8ix&gk-65fr#m;-C$4;oj7*$bdF-tQ&Um2Iwt8i^MS|&1(ZZ@p)9F(X+jwxMz!`pG z$s=X89O22KDmN#;I^vSR_D_=?e@J#eH6CBH`*?8oY0)J~WlUC<@y9&sQCy>x-3kTT zXclcl1ZMZ#u!26e^&i0kBAqKXPqTC=lbq3O%X6aN%DkAXds6#2n4-@3FXAb3QOLX! z$<>LpB5XIGpbWXnjnYgoLbd0FXaIz(WmMs~_eyG3KEiv>n)e)eE~?7wSk3h$!|4{> zRWO~aU)LLJk;CwQ1N$RQE!3GsQ_6?Nflp75!D?OjUD>Em|GV*XRO&b&J&QUg2b^OA z;wse5#(VzgagjQ@y1KIdaqe8)8S+_Ms%0#Lx3au6e^=M!s`IQWGhONAa~D$nt+M=c z2P?shQ=GX%!KWq$B%zOFu%PxGLMNuQ{*#4j6E5kx^cx>x5RSrMC{<6C*xtYe%$T~mg^*5J+sM|g>Rof0zle~6BYU< zytuTq3^Suvr}L~(AQowxULXmBbG3V>}X?X6gC>*cI^qS;4u zqZ5c#+Jhz2Zx35e3KtqH>Zr$ku8(j1QQI7+H<+oNTK>(xx5h5s%|t&WJKpE<*${>7 zYc~`h66P2bH*Pm6tJ(g*n2r&9uH~&p2grVZQ28k`O8bRXsMd>mmNQ!!q|v@1|&hw#y243_Ga@mL!XM3x4N%KB#USUv-z{8R9FP_8OIGdD-{~ z>@Ko`z=TU~Vr6CJZkmbuKA&yjt*(34@qajvg~kM`>w%YyD4N)mra4FbP|G9dd^yyT zp-IW)i=;rDNu+y;#e@6Ed!sqwy$RaIxxH7q&J#F_Q}|jJzW)J;T7h7$@{!%B-1Pf@ zKlHu#BM-=&T(ip~ZmP0rEtZXfU0vcAi`y~>T0hjhwX|^cO2n^K3f`7e+f>sWRzSjQ zBjC!R43vRIopXBY;ienSgovHnDlUSJS+|tBH%OfQ%lH>WQ+QXcj*nO;4761t2pv zV+%<}fZ@H@&9M>u@u6d;^oMR)fmYg$7c}~_;{R=|&J%|54B;I1E)&G7fJHasILOP( z+XR5~7NSuwOEd|W_Fu`214SO>_3ikB0imP2AAVnleoLFz;jqSz;k~g9s2lWTjOP- zD%9r5)3!RMX@35Hdrdq1`MT52j1jjXMKxl~Se~TYe;}~V#w6Y^;D7#4%J={GU_t&Mi}^l60IcyFl6r17!5woL5|I_oPyUmXTpChmTKLZA_YjuJ9nhCo=5HuQ2$^Q%at7CEl3y&C*{;}NAp zMF0tQH~+#}dl(rdP%ScnDp>^D3KeSTyHHJqM@DiZlJbGmH)3=L`(aPq!j&3Vx+sBv z)-BwY=>CN}ItJVELkuYYD(go}`Np7Fj@%l?P**pG#3N1?=~oyzw_o3C^1-}|EYEJ+ z`->A=Iu~+6w0zhX0W*v)uJ(TJES2Zjjzc2l0gI`ghsNAqnT{+jI#XfDO{Dn>vY{X_ z<09~OvT{vO%1*rG)ezB9l>GhGd|Vt_c|-9eWmVN@?0s1UthA9Q-j9)gLk^uxtSE8E zbYT5SwC!U+saJTdxfGiqp|EA&lkx#Eq!YeDUy_F^7p*Ec5-~olhA>Ryz^PTIdvI=a zgv7NHa0Bv&5LaEw&jidK_UHXGBBw*WsbfcaD_skyW#hMys1xEagRV?awFAdaYVQ`< zp0@K0Qf#OjM(>AoZQD4bI}DkMC8`JFZ88E`f=Q+kFrdJ8yCjOQpl-;qEoXkANg#fI zCh)J3SZAE6vry?!1ukdD_QXKdIyKt$pUB*;y5A-~G#n-PJD6-79%aBIs*JOc>H!vNgI1`Tab` zk4wi219n2bNU)6;1|)^ZTtt+9pF-FkGx+*}3?~b=tG~y!_|L0!CWthbE82qV%iH{*0_eWKsv;Ybe$=xWKta+0j{IG%274GG*a9D1cWy zSLT22FwPMxS_LJpTTs%?;g9+k&rh~~ab}Skk51%AWP`@1#D>oMK zwZ0cjs&2v<4YR080h`r_LSIXMo3)#=nCjL~?#7J$npc3zS=D|#OHT4= zl_Zt88w3VV4U{R9I`6z>^!-F+80pqL=Q`SOgo=V}r@1Ak zP05_*t$p^p4?0diuyFd2QqNqYvH~&6`GzX&IjVtC*#q)L5gQAsC65YoC+CIc0=DUg zW@-?SX#yVQ(!*c^v-D^Pca$ku z#D#n8CTw&E@o>=vtyQbYESKglO9w4f=U>^PCCT>gW@P+AsnHZ>eyivNAA^^`YG#k zKAVDUu44yePZv%&GYl>sD{ghotX;R&(>61az+|Kspk{P)DYM$8J5CUF1GeTm%*)V5 z-l|8Yw-mu$jJGx$7 zGd+F5l{vI+8pqG6;7VTo7HVgx!gQt09SIH|CVS&ip?P@W za>J%v+)w4e0U%_=;!|JfyXbyw{f@DFW!y1WF@2HM5nCJsx_soaP3r!VANrF5T{R|; zSDSFbhc7gaVX*Tl@#shI)2((TvpdJ!6HO0R6l+n()gThX0+?3$7m~4hkpuSe#Lui?4Mc1 z>&2}m@F`77`8KXq=Rlb;zE+Q~&^al9GnBOk0OD_*iuRE@C zbh%A6F5uEOpq7XmPDL0tFwcS28v6t<^7ZX#xJn~(b0o|e_kH~NXz#^KPD_J;Ip`?0 zHJ~Kj0c@}3S8DCXQo$9k+>Nb~mcB)TrT*;CH)?VWZ^E^~p_B(dp+VpBDfmdd%-emO zVujbp3Is!jlGn{(ZM6U&q2-_??T2m3WjLWpQtlnTmUE#B%#lJKu^S&WqlTN=42;Yg z{oxdCoAhioIM_wGn)bUt1Ma6!gL4qu3(KsK&oR2du^ORAa09eYjG1F!tV*3KZSSLv zJ7DP*RfZb9X_QkF4Ofqusx3X&246$-@ng>DZC+fqg*T&0+&+V^(Gq`&ND38cwFWA+ zO+sps13|F5&(_lE@Z zepD0DdSHS-3tfsR$Rt5~HwuOfnQX;mVA;s1s6t9%s6M|y@qTkK6X`z7AkHtkcX&t^ z^B}AmPcS|fAzWuLZy|*7gY4|*kkTCt?6;5_1Exfdd1b$$z|I=)>kN$qz~#Z)%=>Lo z3yxu6)CFQ3`~eg=WcU(*<&^Hv%Q(y+_OPvL8iDd412fIwpfpi z!LEM>22vsOaRA++_X0B5-Qy5+KMf}hM9)BG*fq}l`KcR!e(F4I=Wy!aL8iMPCfK1R z4giTDZ6HSB(mPHN_Uv7@*`F=ngNt#u2hT_508Bx%Tv>uLFqu~~5vDC5=4xaF1ah!N z<_m#UzzF8o1FkH|oCZ?8f`0Bzvw#NRy#8SrAeV$b;i?&+1Mhh2Lab*F82Wn)b1TI=wuuC zKP}=zF8y|vn>7fqYqpA_&YFOw>r1&x&#I60g+s`=qx3;+^CNJ}bk!D8H&Gt^B`B;k>>3(AI(dYcs@JnicYXOT>a9ll2UU z*bUG&Nrz4BlXSkmCp5G4`H*QbJhzMG>R>9?7k@Vn`xi$qpK5!9Igl+sUY)}ksjpN6 z(F&gXl`vAvX`sxL>e$&1)3Wm2vblm!ojt1vb*a?{-MRfM5D>t->$S}wQD(@<#f%}2 z{jBV+>0GlZs0kK+>OB4m>ujv;Jlve*6^u1oj=miBW_GHLJx9Qlc{Nb3ilVE59>r6Y zAn8^l3EdO0(lqMDOI^Qqt-(A*iYF0`YpfA~G`D~EAW3^Um4pnc6Mun>W;%{ z@G%ki?J;huxToIs7}_MtIvaF?4$rQjmI1bW%U>n{_wy(wBb2 zV;vKO$s2&44JaZW2(2B)V4ba}aV$_@ zu|4G|@q+yk>2-@w=N30RN=30u_oN8b+661qe+HlYH>R~7vp$Z)2w`z;F(KFyRT`vA zZ-SDZ4Q{=a<@69+*b8wY&Smgti?^+!?-}Quh0{~aX~iDpmRC&dBy5Y!#!8)k6S_*q zRkj&IX>^)UF2maT^%=wMCwWy}w^aj^JRA%-^+z}pqqWKQ=bt7S%mNj0cm(OeG71Yn zErzLT2lMOtO2b0*&qVppl7}`o%GlA#$N2|f&X#A-DsTLBCy7LWYDb#X9n=lJ&T&FR z_q<-6dNo^semZu4Zpac)RYX!>GjzCj2B@Nsz{ynhx-7zJx-HoE@rHz6ZfevQGvNF~m@-#AO|N(V2=GP+0_@VaVhzmN9OWdwvO} zGQiV40cOX0SrpbpIE*JkCmHD+e=`2ExHdqs`hH7}!$S0PGdIvS)do6UQs zt@Lc7(t8gg3(b}aRmh&Gpv8X-PzAg&1JK+LMa-MJh7y@I{$*{K#umuY>ede}*qZJq zfa1fexY~4@b@q8G(2GHnFtKhaL8aqs!>hWlks_jvs4LjhuU>VOs|u%g-`AF?S>sRd zx_>ip$#w~^-;Z%hOM1p~nItZ=gu#yGv}R`MrNGROUrlcCwM6XV*a_Rt*Jm#Dq~UKc z2NWNs>J4Is#x_-ru;%{t?bJ^G`hs9k_ghBBLAeOfnxAhZOd_52?q*)G34 zzUO>u7R-~sg@1Ygo=UpxwVWxcCOJN!t}m1fy0@jhnos-4O;j(8?OBs^fb+YQASttz zjF4L5TFGdKEPVvRu6t-}vlkhG6dY2*8P~%t=|zR7p5pI-mNX`{i?ajRtwS=gKCe(U z@SKN3j-FS|cv4s6wQnH|ZouAq+qOr6*${WJ83IJpMv2g|xI#`z`~pj_^Eqa8g0Z1l zmIa6w)FcPcyegJbkW0f^&9Jcf)99D6ipH-=P zH5mCh6~Pl=_uGAlNoE%)ODAXU(V)v1+rPQ7EQ8EPZK;Yt8@a(gRAkf1!x~`xaQKNM zjLsnUdc$&qU)2aK3^{uFL$hcW>K#xLPaQFK)^a&I4uLr{{3-=jkEmnzZ?A$V1~j-E z&_-e0bZ&SH429?Z3u#vqq*)S+Vd+Y>vmst`fj-9qJQt)Lu^f(5=H22-0_CFzkts8j zdugafVe9Vc6w=2%;y6Eev2o=t=3a=RrZ?a9xA`7U*=Noby2Hxd`H;s2QO^vom}D47C3z zb!%K^FffhfaqP4fEV8>*t~jIxJVGotSB-2$O53x$pnQ4nU&|qah3wNP66D}2F3{9z zljql#fzY2}DOS&=%*n3#E)JTbGf4dUYOaZVUR)QQPFeTxAcyr-C@s8Wx(|W^6yf$g zM$CdZLJdO$=wuh}PppExo7DjuA6s~xPK164EUCL6BG?B;3E{WvKsM6hYjJ6OB(et{ z@JiLAnST61FzQ_GB5c)y*Nn-=-CIEeHpVT;obDx%S2D7Qs_N=d!1ZZp*0I@zc1RZ% z;^KyY-cZboN%XU1WR|DywXGY7;OjgAh;VFS23u%Gw{vF6$m2PaD2hX%x9)V@}GxR!$vta%{u zEILs`uOLI@W(SWtvYEzCg9$F>)E)Id{7vXmeMo+fC{ghG|7Uj3ztsGHN$&rvTK?;o aO?oAZ^!10oY!O>GozivnYx#1wAN^nXvwzQE387??t4SAf1GwqM#xmT?hoFN(rI&5S1pq zcSr=J1_+P_34wdi-}`=l!oA;Gch(Za;bhL7nLV?gdG@pC{S!S6=F=Rf>FDT~wKN|X z(9xajrlX@zKg9rC(MUPn4E!hW_t4DG5ai?+Xz$}lr)%%$?E&)haDB!X;OOJ)3i6T^ zyL(4WPK3|J&(GUeUR>PsfA0_j`8bQ;d^Bth)WYPgY3@r$clpB6zhll>Lk4um=;*W_ zs2K%itj{ujwsItPY)gjLjIZYlLeZ}VuARFd_2u~WhYyTCm_7LsdEDS4P`Yi;KY611 zLo?ClzSgO0s(dj7*hZsPjegdlFS<9=BW>10JPp_3JTt3M+nd>#x{ia%Aw)T19-Ral za8zENaKhoZ|9z&T`+_>3LjT_{7kKRD{`<%`_y2**_grFlRnUqlV%Afb#)PuXMw~L9 zCuBR?b{%JZ)u37W?46#ZiIG zu^tu3e(zQjWv#d(V8bF!-oGd#jIv5YDlqAS+`jdPAK)c?{`@*XXQ~NYc>ha0d`|~Y zBR7+gM^_daF|<+}9pgokDxzDUyBn)SK~{xX&t6 zwVu;XuXmD?E>1QEB0>m*8at_|{fB+ZRFAzSS=8-UsxNbx{Zvg%Qa*CZ>P0ehj;+;? z+dy=~4yhO@V#SuCyb|$&*aulFEa=hA3dS#WUW?)yI)m%`v0B!`lE|iaPi?Hk+~J_{ z3>_W#Qt~1&>^kV61?D|cEz0w_H#4cUX-Ata!(F=G_(f@W4{E1NcxNRiE*-&<+c@hL zd(WHB_FyNqm;Rm^jfe=BwiQPbh7QolY8sZZuKx8rE%<&F6e^IB?q$U3BMVxof?L*h z5yx#ouXo+2qd0x^AZ ztGS8%l9GlpUNg6N!*;)Ny=XnpbsuQ+sejc%a7a@(clWl1?O$1k`^$Ck>*+%(YdF+l z*!xF0aG0>Tcq$`r$P;uJb;C@UeuGwQ|I(y*d1#R!arlAUfrF%9QdfJ1R&87{siVBIV z63^c?;rkSNYluTS;+?+zN`l2E@B}3Y>GOF0^7riyUh!oZ#H*3E>W>VkPGfq)*5stz zMsCS1XZZF&@|O)wk;E~}a^jl%6(w-hYVu(;byx~ogK7z2IY`MO` zS^rck?;j^$jMG|p4+g3}4xH|@J*14o`!JVnLk7>*6v)PF>*xqvIjbEO*39MGbJywj z{ZQ71p)-w(%I@DMs!p4dwRm-vND~fAN|oR=EPkW9ZufwU0$IqlD#&cF+-+WnRp1vC z>}YZ-kUYp@qcoN-C-YctXoPN5kGI2yKM}r0@g$Hj;h2nKu%4@nyx+cNvb5T0h)|vYYyoYzj^ER8tFJUuAFy%~aH$OY%I{2^1m1Lz4 z;Tsl-Mwot;gYCHd(^iO1a1#+sjsbH_8W1r-)ki zET9f)2qqf~lV@%#!%|O%$~v&b^o>>Qa8%?pN5v|k#^t5ou&!*{r`xx07aG6I>sYeH zP)sTvQeZH#FchY0W-w~AfI($@1yZP%;s01_Way<xz+3`*xsA8(5HY&zlb8KwODYQJ&90ZrmM#IDS~5HaQO#)?z^6Ym@~B8_x`ci zgSGnnS2@a31Ea3;@9b?|Id;~XSJdNTHlvkcVHDS4?V{Bf1*J_&r44H``kOn4hubb@ zc$^a%Y30)?Q0|b6Uu70VzR$*0v!uAb{UwUf0!J*wYw*0+9d?Hwl&<2k4oY31BG!l@ z&lTL-tD+R?-SN<&@vq0cHCAITDg_!@V#hdjIa08?-&5@C^(t4eV?=2hsQUxEaF6uk zIQ?#7;3CpX3uLge=X!F(^W+p*X#`t;K-NW^0bGH!8VJ4091S?AtfkO#PAv*X44eK9 zJMJFYe2_n0of0d*c8e{=vI9UNgtH90C+O%hv(?_3XbKgBtA(Y0SHJdw+l{DDstwF} zIkr}RM{+!K@z0EO(RE$*kGWuMnp@%hWi{96x zTHC1jg8$W7aqeGFh3`mT86Jmsl-_1W658J~Sjm4Ys@A0yv1eH#iO zc{6%cit!NlS6n>%t<}3jzct5;mw$TJ&N{_Ln7k&X+;wRGtoj)A(&b)$hplaKun&grN8iNBKLbg7^!Uv%=9CvfD175MLX^=GBUg6z;3H%K0vR z#t{`=qoucg0|V}=eEV7b-V(I;?jWZ!xMvJ*>5LXv8Yg~sWp6NXBQo#LY*Dy4 zMtOg6bS#F8xjUIh5{r_(6q=R9Fwnq53ymf>@ua3?nXGm}W)sjs1Drk_0a$s0MNUVR z08-3l6m=l0wLD1H>E}e+V2NgjjsCO#H;Lgqt3#t?fYMv~i0;{rXR4P+c%OJ1{PKuCs7vgH=Fr%ino=f#K(sWK{`Lnju zl`|i&N@go(Atrql0yjT$7XVo4nuVn$XCSw};`W;~jkwOAZ_g++ZD44df#pOjc{^l* z6LY8EHek|muup#BqhwD-s+G@sxmeL74_Ll|RTN!yA6o|I-eFaJ4DbGLMkgNHl)0(Z zi?`+^*6>|*Xva--ST)&7gCuzF)Pp$19ZktBo`|46d8`P2pF417uyC9()Huw+r1p%12*9RO5>P90W4pgMuXpz%$%H}X(bvP#w9b6E6@Pm=pqh|dwYWJZe zt(m%sO(t8AEf1-FUwm~Dx}u2MH3}9H*Na~i50~S3|G=Wxcktomv}I7;Tx0+_c&R6i zu_^2r-OIkO6jLVksmS=R$tEVQm zgxG;Q=F=Q5cHbft+{&_PIo0gimL+zN=-Wv)iKI$T_i(A_mSuLYR+UPSUc_CC(63Op z$)Wth8ZgBD%q8q+_jhCL94BhnTP-`<<gNnl}VAD02<~n5f5m zrMMW9j+fkLPe=!{*5y5xNv{l;AvrrgkuWtjI;`}yB z;dTQ{8oENy=gG1wNWLtsIX#HiutcrY`v5z^4%jf%Ys#xgSk@wm$5!|pC@yjqyyR>QA!APY#C5+oqX#@P~QIvlnFzEOz`X7SS< zDYNRojQxC^?&anU5k|nX4ppUFMWm7L|E^j2{W67A6b4l;=r*&juMUAsdll~>T;I(M zdYcGeRnS(q+*pRwSGn?9gqk59(hD>9TQba>B*P=;xC=Ew^(qY?SzbFEpB83ruQHe| z`ZIdxVZ?RjhN*1!B2R8f;cqxM6<4^BSG4rEg27>)+r;Rtl5u=M!hUkXdIkZoW905W~and5S3_DeQXF~N$ ze4AIl!!B(sAhIX}oM+|D;K~FuSI6o|EJsrykxkh8D=s>0{;R8W?PlC&g!Ff~jUZtk z*9DnK9Ea9;$yAdSo?GiT>_CcfZ<|%X)`QaDP;S2 zI33-9^gk$^&hqY|0s0AB-x^FyOvKOR(|(w4F0f}ZXMHiTltdwY^)FQ0 ztrn8OeAa?+&O4#O5lq1Dom&amTc{Se+_N_pMgf~9Yk9D)F#bby^mGPdRbvh+<`9ap z$r`IseuSy|P$s!y+;Bn4wU~+du!>?5;ahC|mJ}SeUf%HxZ}B6*l%!G2C*5OEJL405 zw7-PE_F-PAPS!PDy<7R3hE{aSbj)O=OwCtklvf49%zl_cy4?i=6e-GU~S}md6hbg%21>!_g-A_rh50wdIg{}twB@Is_`pp zHSiZV2$Vb&BiK-n8d`K^rAtDsq!`?C!ctwE`X8y*odB0GnLhTI`YRm%_NeT>&tkLQ{z`ykNtqM7u6O zqOzI*5LxX)=i!$`v@K=6kr>b(?nn-bMd-83Vpg|8A2R+JzI4&V)*D-W+dZ8@+GJw* zsV-zwFH2czQ;|c$f7yY;K_YhCRXB%L9ME>!u$(b*1VNVHkIL46`}VDO5sqFFHJ1ff zr7NO;XNzK%Vb45^ZzT7b;9Q0I$I**Zj13C*1rJ*SsvWy8`Jydsr`>)G+1#Q`_J^4q zkyULLQBt0_N1!F-C&eiXlhy929++k%P;FT?oScm+l@+DBV}mD>-Cu@XckKCm_vX7X zEYd$GPnaHJL0C%g-xw;|CP^{3Kx^z=r!HGD`i<%1M9eE%XB0F3WOnE7K%83=hS8G+uH0E){+df=9A^yn;yA zFMdUo8?6v8tuBfDzWw^iEP|0I=u0oH{HMAn{q_n}6}umJ)|vY7dfFD!t$`3AdhX)^~bh!%HfTRtF275BfeWXElz6_9gZMMVhv6$~Vi zTenum!d7<1_&$I$j`oRoTCP^&Ji1P9Ab7T_3kip^D)oX{7igQ`8gb2y>bQpx(T89> z*q85!&FW=lV>b3L>+2hGkM=iQ9Ms^AVNRMJwIQ3lL{LZ2F}I@GKf3q(c?ypBr4Q-* ztn@xYE?Gttto3gzj}FX|!CwX)3Ob(Hx?4s_0)D^mulun+-FeiDpT9g?XphNX{7EBY z#HVXKqkD5UZdbiFo)&fyK2>b|?xA`BH=kb1*KV=Ko~mbMfG4Imaihy)Um3UZ)va`_ zu9!W&P-VK)Eso;CQsJSwC{i^dt*EUg1F~74|IC11k9oUV!)Mrp+u~ti^2e#M2V|tA zpKUn6gFx*{TwmrR3~O^n2I#2lii%J}ag*hSr zEql^T@N%XT&BUeT+9tcHmHmD84dYqv25asnqqsC4JnDdm=#4GsQQ7DW8MhA9vc=Rr z1rPs$V5l}FU?Y&l%60?5d-Vp7UBW*42)OOx>7tPlJ`3CaURlhHlZu_EKsF&zwVz#h zWdyHLO9OZVg|V!9LDwtrs`N1YQZHkMinw_HSy*9}z>~n1zLe#+qw_yc8^B#fU5N-% z!1zK@$F#gY;0-Y0p54!we-+8zx8QMy!>XrV6E0$vMxdhLm*_9u90N_1{g~NZU;7T* zo+@5p&LFK+>(;_i{Tx2-XHrwxH%x-Os-xbIBbo%!*jMfH0Tj$n5<@sZ>}R&nWgU^a zdMY%(y=9fd+bWd7xE_u1Y9W1I4iA?*#cJj3k*@yP3~Q7Z!O^6rV`1ncj!$>u+bF{1 zOYvO%(33~YgIgt&Ds~xqZ1-Hf^XI-r);3tfACGQnpbi0I&~A)7&P0064#ZLA=6-^i zK>T_w)}(4pzC?Sjh9Xw`P(AbHnM;0Gl`XWQFXkU!vS4i(_zE9s&`oURy{-Y={zw<{j0-0Dn+lXrC2X#qj~K zx6yQP&QG@jySEj<;}Ga#-sehusA5Y)mp#Bv02lI zTWiv)jGUum;$WWD;L?tvqN(v$e3wNnMwSFm5bE3p5FMl#S@a!bjz5N&p0{iOvIWUg zIEWb|*lPb+_qw9#A#9b`bWuaBM*n4Gr#&$T2aLY%YB;OZdMJ%JKHa1z94cNl`eD>b zD`G1pwB0gtVVjanZiOfftdv*A3IJ@ooY4``7aKljFm38mmv`(#&4s~FCJ|TR?W4=m zNdvD`{dwF!X-3z)9$2oTm`}U9+$;PM6BfRhY?{6-wf@nWurhcvcf=7Mw#1R*ehzLw z@an!Lb5xaaw>qoR^QndvV9YhK9ee)XeZc1U$BA(YMP9vFoyhRoXAva~m~FRoQ&lXk>`n-{xE-y60wD>jt&UUNT+8!Q6*O{r^X44){+Iwb?2>$g5wF zInv+8o|v>KbANxz>sftFezR`j8T$?}$dWdnik9yWZ>-ew#F6619Kfr2sp~e2?r>n)!%ydo8|wr@W@VKaiNg#Qle4gV`=BO1 zD@6F1t`==-Y=U_<6v23bmK$G_Kj_=X0bmM%rL(NMaf2RUQ|Ka+Oe~K`U|CsbsdfDa zQy)5tcE>)9Y?6dEo(+~+gA`W_E|uu_`lZ$s5Ba;ENpeRZYc$5vZV~bm(J#j?$%W2R zP9FiiqZkm~cePF4!(ELMiPSG#nP0Q4${0YS`X>n&nST+7uYkP*3LY9|4?5&^JdVo@ zJIw^NL*xkD(Ea8k0gkqv0W(5+q^jX+$;%yLHodrVk8SFHe!)jBxuK6tUuc`vZrt2C z9olh|i>bC=7C=DtC9LgekpiCjh_QK8?Rj-Ulk{#r$!W}n^8M954HqsO*VUyxY-&9l zv=Eb@UN5-%yGOqHK8Qe4FpM?_vqG1ZdM6jsBxoIx4C^ z|GLb-pZOL4R{wwF zVtwOgL-DM?;{H}ke)|4eF(SoKUrAbq2B6zyAb_a{glaw0WI;9v)TRI0sCvkml)N}4 zlUGqOWRz&BR?l(w*&ElK3V*B#-bIJ++^3@mt&>xJhELb+URdMr*JoOtDmytrO@qaV zqZRU~-0?o!RTi=_RlS4-`oU7kS+{cOeL+o)$T0?yfFy2xjXFoGAZK+`h1cO6o zR`JXIvaiCzO}}BWgIl)b97h4AdnQ+cb~8`Xl~w~Up_&a$*!k@siXSvWLIlT@Y8{X^ z1IEI4#!&~x%KKaD!_<)O6wwN=S$TZu)2C14PIOOgI`+eqB+d~6T~t1Mm)tq$&2yY? z+ybbKFMhFORb&Xt;An=nAqGK=mvwbN-%$$##1y}df`mdn{sRMm0HS_1ANmJi-(~IV zNn*HnK)_vglOXLr_E~|?+}wO9%a4~}X1?M4z5M6*cAN;EHyi+;bQi3v9#Yqv@7!wf zDHacQbu9!`3Z;|2CI}yQ80jOof=L)5hqpTY;7HS8U|_&6E{>R{7R^;nZ=@V3mseeG z++?(u>o`r%i>jpiUVUT;ntp>}r@9#z>9Pz9^rUS~;TEH7a_;HU`p%x{rpY&38oZ%W zKO}$~j|%@gVBq>Qm1R(_i8m({Y!$giklEunP+kcjp0CvgnIdN^&z}ngqoYepM zu6m!!VaRYdK$ZV3pYC}K9;_t6_>R;Z%>X5Uv?Z%!o*}P&g2D8717g`3j)gfNd+9C; z-2G`Kd(b7zIW3~X`F}(`bV~2b{lY+43mq*F&70ugSd`m$Iq4!oC;wy5r{{5rUH`d$zGLT8ZhYO1un%5C zZtP50LLJ-2lrFq~_;cG~G0>EI7E1*H(@`Ou`02y{aSSe$ZS?rq4m~smd6+Ug8zM)j!|~1?DrSk(^9ypJZF-nUp8S+p26hod@5^c7+-|nC(K6o0?@Y{{<$9J|kIrFmH#VgyLI^n5YH=`~-?|vOv z+nHr!COqBc=J-IbB4k-|_|H$dlb)NPZ5Vj3jZOFu+*n|#jz=0Gzx@WUNq8DLMcIIE zam8z3W<>PGXT>;A7q?wL+g(<|FGn1hbDFMSMSF4U|9izR3a7eXJQ@C>s4xZ2L#Bx6 zqiU_ilwV{JauKw!a*^4~ZkF0)N{@O$IIXAirbzg9i}lV1s!8x*;NZK;xeuRzTk(#= zB#pi5>`Z1n_viMiE2^txNcak7cAxE8P-m)s8ee!wn5RcWpYLo$_j3=MBBmdfMZ~v% zd{IFyZzw6Xrm3HcsLNjR4{yf&av@jCoVdS}2SK|M!L_O5o$3hBq|3@P0{Vx9=U0{Z zt7nOJcF~b77hJz3y4>QIDKK2uy8X_CKQYRKuI#g1^X^l&q;B@a z;w9#u*&FTe0(*kCW1;+oQM`h&xzEu&fBWDL-}#hAAIV?M6I9_^q)^ zd5sB5dM_qCFT_3&Q0f#o8C)pwA}BIwHpaM41-W$&PsAZWN%FQ1yWimEeR4iVBHqf> zckw%MZ)0TX4~Ts!zs4j~yDcCO2@GquUIND2Kk43jfa|F@4)%LvLp8-) zxWlCv681q2d&-idH&SP*v3p^I1$p^-j~{(d*z_56F@l*jNt5u#1^Nk3>u)bn#d|r$ z#YM$0+VXh-8X27{aIcQ>N0rDvm)nh?}e4@Lk3OE8;iC3 znuyZn(;oR<`(-aCeFm9M`V95hSA6{@RMR798Q2{hDE6^YdBc^be|?)umaWwK9Qtd* zgDpuI?ow+sdUByuBNdQz`2T60nIMDT1tyJm^(3v=b(@Us>Ixti1rK*`ZH6rQuNPex z;r)KSnc=qW);l94O&bVvYjKodD>yQodz928t-R|ekXpzJfU-R*nGekX(L|>BL<@Er zW0Ng7LmR#EXSXnThw|YWTL4HHo}9_sj4x-dn&~S|kXQkdfQl`L!j- zRX(F72^o}X;k-X{D%#&FN~prokMh>wsd-*RpR1H)cY)xp9@xagzfXJVbq$y%!fn{K zIU;c#5gj?c%qu&lXmsyFJgT_~Krw$#uBk77pdtRN zvof-?r+m_B>#-+s=OD6O?M|}FmH2)x>8Z2%g=!TfE)?k?FCP?~Fnz5JvgW96U)@B~ ziVtx=FdA;ileNYd2>8q{=j-rYjJFjvy9!lywg`jLx{_IpibS0^!-J7~dz^=4SO|9g zwnSJ^!^jAuqp4%2$n+C0n{EY^e50u?y*y%V_N@VBi??wkAW!}J`P-qptV@>10ogH7 z2C{&~b6`klQT=qqAHWASB1_F3D#0G!`Z}F3hCOQYG1-Os-@D}!{4K($#+_Si2~_p- zM_zGhaNO_Q(2iS{6|F!3UbF#1{u!VbJ8Z!_{SvecfI^QwY{V|MYoykuJ3rU+iQANH zK!nW--44yY9O0uQ@?!1cR*8N@mRk z8r^C0XWsOxrgQX!Z&YdJuUYk~_#{2%f{BHPIwD2PEuHQMqz;P(r)lMb4+t%h-D#B? z+8}NHfX+k}m>??X*;|o=Dx=qP@3`*XHT7!PI+rFPfq&VJjfoTt4@poYkuC)Xtg@Kb zx+6xYEeV-RDRYyZ`SP^&8(^~Z7kor;ic4D{YpsndB;tG}vb+}E@#ToL0LWF_iENru zHb%{(H(h!O3kV{p{wf5~($dltfLs{9a3dZ75OOqU#IOAMbTNc_#G0v>g0-TUM%*Un zoloJ;I=r;#t8Xe1jv0O_f5KO>5@t#J8_IjxM%gRNp}TQXFf zzO%0plw{|a_OTKBN_l!IQn){vu&~rQfC#PauX*3vG4-<)<1r_-hM( zZ!)$e&w|g{{_PzG`JX;q1gE(Ec$LtFD|=&EsR2TF0u?rPI^1LLcGJIqj{A8Tg3=GR z%zipaU5ZW!pOlqHx_rrfavDdiKhdqjAKdQI2|GObA~#pt1;-T;8a3ftjJL)}hi!JWPGfBwWP7ixN{8#oTo1A?)sg0CuFmHMB22VQiWD z7uBok^8rxmb9n2mtEA!Q^#@-aE6Tq$sKZUGvNOJLy}vp0M0^y78b(l`APJtG$lpFM z`29l$OyPXu`z_oTW~{HZplF6#N`!At{mU8nlZBS}_iwNb=!8PqJnrD8dkKcUXy3GRFZJMY@^)+cz$p8{zb2ceuO7%bVQ(#O`bWGXf5E1s0LE3jS6oRn=t`k*y_aVY< zOWx^1xQsp9Pk#zyx~tZSN^6m}T6=7)TC{Y1evbE=J5}oZheL>HNy*09(07sdod!nJ z9i#aVyD>>0mkeM9|vP?aN-5H7p|KSkip^?@&!ixTswFS)ub#-Jw`TwH>kg z`yP6x#r`L?qx1GLtlBN@`n^rJD`P)hyBwyQakZE6D$Dq2*XHGe8`a&Z+TQwkdwyzN zB`pHLTfLXOQ9Rjn@RQr%;18x(-XD5f(z*Lnbo1Ei_+R9G@7}qT8*|{#wjuNP@Ge_X z&#mo~NA~U~%mXp}^H&r8%$Xj4-&^Y#aW;vz^4P5O$G5I~b5$(jhRwgvPvUom=ebqP zefkd*-e9qhy_@l-D)HyXF+!b*B-TEw{c%X{<^ow@aUh4^aq8=ZTjKHAhmAT`^}%p* zDE85$e}8{#e2Q3_V3ues;qkWTEMM{=#9&{cwsQ+K>-{}+*hE4*0_}vr19d#H;CI!? zc)jAM!ON*^QYjYXp@zXvurj3~>vBszZ z@}-_f^*1#~#<)MSYn}tQTE)Y=P*Uv zj7d3z+Ijlh`?DL2A>n@~0;6Dp8ovm0J1b`@TVSrW^e2X6Cnz64)FrigUXJ6_i3x4e z{3vz2yTBgI6c(SWHSG9@Sld>Fl#Ep{ubK6MCn*J>J|Z{BP8PH2ak@`n%F9LoP5^a` z#Vfj|U!<*?!pE$4ws_mplpZ|71l3L`q1)g4_Mhwjb=>f(HOecQUq5ZKh{NLNdBY!@ znDU2R2edC~uz;Q!la1%=ulFx_L9BRYz(5rZPAKEEWI$_k9i6cXVYeVQ)T}>Yn-?VE^Q#&H2DZXC!u>SX+uxBY z#VIJ;H1gk${uFeo`_(12V1Vh!&AY40eL-J}D@AoK;OeR4jWtkOxf~aFy2^aNm`>V@&q?kB`>TTRpF5r^_4$+i7BR3x0KWN;o$t->_(={O#SGf1 zdOTwT{dnLy(bP;lQ#~z^)All7E74gda?!C3_@dpzw4?)k{{`k<$B{VP#r}7LFXFOl ziaRGS%gbU=?Wb{0)6hF|my)34Dd}RHUt4;aV|&>2L3eQ%C#e+tg>C6~v(S z-f+)_?76yT6$*NV*a)7y?%VP`EoHD|XEs^s!Ax*VZ+U9J^|PtLkPk-^lDNUrH<9z$a9b_T}MA>D+@@9{3&E}#lx7N zQCJ&TH8$j1=gyg;2Tbs86EjjG<8GeDdjyB2^ZMVwpkmh+6p^hwxGA3(+*=Wt8_*VY zeNYqYSWMDx8$L{G&{w`QI@a5|C-srEQq!1DKCH25eB*A(8el=_Q0N`MTT8RCl2f1G zM44+?G~_;3$n9N*Zm8>FO{7V=7b`)ckVLFsCCFd8_ook}q7Sq0^iB-h)thSf&~-sV z+W0~tJifu0w+#+99TQ~rv)PEj@yKV7DsI|Sg@^ubKi@AmtIWj{{X@8Wx`3)N(wUJd?R%sE+hPGr=X4nJYqkhHsgmh4zGXx>d-3v z%wu8u-Gkg6m?giF3IA=u-pk|Pj+X}~K3tb6glt@8@-XAJM3_7C18xF2DYZzJr;X|vY|vT@*RFI7 zg)f>Z6x!6DC7`A+`u6*@6s+0y}2LK_JEsC1eAz08PK znOoe%umqGo+Zv=~Tb<+w)f>9tV3fDL80UX;|H_rZQ*>W2t9I!CaB4+``iA2^)M>=N zXWpEQU$cQu-&i%JX%=lBCL5`Er`8ql2$jB( zU_Nsw2ssRb2C*o$8;Q#{QPXcb>LY)Dpiw1=PhRM&ScT|dk~FR1b%Om#-VY0 zyDnM?34T>57WgOToW{W^wk5Zf&0m~1=d!uyElD-^BGEJRu8ogF(A*Q zbVq~jW(DWDWGp0_Nuk@J1h2|6tNKSVi6y*f0U|<4;DB96z@XC9L+dtBQ(|sCzD+LV zag z|K~6Do0H+%QXKJB(TMjam%e6N<}MAYv|EcUaLRsYENJnmHI--%&KXgny&Iw7?pE5u zT4EDNd{G`=NoIs4%`tMAm)EUb6?35jb{v#E3QM~ID~w88m?Z2vg)PezhLW;|%2pgD zv(Q(xXhXGmJ4?k7zr()^c0`1z{1au{&~p}*PBDA(p_Es`ryz+}_e&ZqfLPYm?;jlA zs(n!jcP_q!63b)lU{#|U9GD`KKQ8Fs?RW;_ju1J%k_THnk9x4q<4b>(+x(r5Ek-+` zL%=2w!@Q*h1j1Dx13)9~6)QE-OT|CH;iUH+uGR6-e`MAB2*6#OThP=_A>`<#?fj6*|X%By$Ez=+WQ#n3owSWLPGz zfW$O0WB+3Sn2vfbg(o?*%Xgw*f4ta#lRgc`c1 zZaV1!jMZbw&jq77R>EDjXdh%$Qff6&<&EQd>?;@7XpylF*meAvN!18;OTn0(@!IxHCRTfHslXvjZ@s z&xWftXNW64sPSa?O zrpAB=vfzM1e;hE+vj+bD{!UwZK!OwyXzy9SmHJ_%Swl zh++(_BkIp0lyvLrq7l>`M&aLM2bhl@ ztNIXN4}p~GgoF!BQJho=<7>4^OROxd^FI^!1tN%cF9%J8M@L61La6~v44l|%B_71{ zr6nyNZHp3(dw(BK2WC0y)H}(^$p(NzsyVR1Dj_*hym0mEn?L_ zAtN)>lag4F@2q9vBqRFI2IwesKox`>!2EBEh$N}<@d0x?QT5h!<#5eMv0S&GMwz}z z5&lm6)?p~BqY$o!hF%@1thWBwSK}==KW6JzxxPjYTPLZ^U6n;M9lbr z9CR7a(>Ha~`HzyhfI}AiT=syxs9?%!fn(bTb^{w5F(7p{KOLXp+ZW%$qEIqU=2e{^ zJf;vG9i0c{B%l3LI5Z^5FDa;R<)t5v`^OWj{;YTiuX6fi-W*at<3DblkdYzcyVP@c z_$V^{`Wp}eHop1z^T6f~guIyy2(dbrus|lXP|l;6gsCYD^9H{{*XXTLM3^y<8&={K zwdY15tPW-UFXhN^>W|r1UO)mg(&i9X=^8V^ItcY z+e=7F=sNb#j;`>nOPqpR)f)&23opK5(|dPv(XI8}`TVXBU_oCR$wrS>m~{hdw{P#G|1jr^~!!!?=# zyLKdDkU^G|^qg&w1@iVSQs`EsnA`jnPaqjQr)zXMI5={@)jcR$i2bfH z@KV$PrEYk+KMO>ekfTEg?;ZjT|AZDeRPPy z4sa>~`s^hNknRs%b#-->0HGB-dwVzHLz$ym@?|Ni1DLNgyPxIvok5x#Xrw}br$J$1 zq0 zOZ?NEM`^Br5~q28Q5*_eM4%2DfcYgS;W1I>wNV^7>{V+?NxW({uq;VcGXtJTUVWK4 z2}X`TqUV2DL2Y3Cor%Q9xW& z)RUMoT0E0pAS!H9a!1s(O>Vq_jX=DL>_f@;rpVG4!SH} zB7_j6rKgL<&Hj_JsIp#7${Q9-)j2xUqaHZeV6mMOlysDsyvmW}4taMkavh!C_sZPDN&cJZzwOR+j{?Uoh{<9?Dn-o7z8k%s-Uvuj46d*W*>02YnyI4~ zL(J`F2BL2Rc&e(zy3s_&W5SN%JC{O0$wV5Efo(DQA^8y8{;Edml8?2uOR^NkvB{*U@G+r=nBQEa<`S{n2M(8kfL>JKRY z;Yg6>9{;|$t?e1Ay3Qi>pToOw(q8W6n_T++l%yn0bMv&TSk=7Te61rW)`UJlEB)tJ z?gD%PlNKXkw9M-Nq3kW7qFmdsQH-tP1{5r$m2RXP6qIIYq`SLw7!;)?hHg+gC5IeD znxT;{=?1Am`aC0k-}%lu|2k`(S!=K5-uv~9C+>Q#>$<6_sbx%UkyO+<2S>J7CMP`& z#FmorJ_i$Vg7oyAXUVakP@JFvaAr}9KR8d0ujY`77u@7FR8m(}l^U>nvqfs~s)>Uq zx__pO|MAyXk75%A_u|dfDl(VURaZCjapfgZDn+Q(OLd+%SY2I0s1KYpi8C;OvXaG* zmby&KrA%FmGtHI~zx_o5nFCDFx0kQAiol$VROl(LC5*!pIK-3X)nPkCS2wwZAvO8w zQW4+-H5jB@4e;MF%+2waObXpLEa^70)%(JNf&$sh{QT9ynUm${8y)E8!t;;l94rC=HsGDxO zNb z7e(p^iVeOj9~S{64+QdQeWUI#9BQc;c_2zd96h3`SNHm+{|bEDP{nXpmCabn9I=*?{5OVb}(KJvGCr|(p&BMo!6TfQ5#Kr{CQY#Z#bys%%chO_& z$dVMoX?-98Jlg(LsoUAn6&qUktn@#-LQ?$0lIVLnFt4Nnt}QkWJ4|r@O0B$xky4}0F zj_@HkYp8N`^6l6q(q zOHuv!Us~7DfkSKS|8d<|w*aj{KcfG?dBp+Uk$Y6jl3b($@AH|(AOCeS`U;r0tG4H5 z%F4=G#t#zju2_s#!Tw-l_%F}J-}RL41>WqMbU`}+D`V^tSa}J{a?h6d7^Z3%T#lwe{S&S zzKrIZ$N#Z5{UMk~r2~NV-GBe>8I7crkOp4n_jLmf-yGqqLBKiyb~c@yi<2`xqCP*r z>#UGj4J6(Ur^H_WeHJlTCn9%lUdK!vn7>kswFC`#LJF;XT*%R1+qY_jxn>N|>o%wB zM!nPiSl8ouw7Wa&)pLA(z+fM|v*)$G^~;%`7`C(*fEOdmX8y|2PKkZzuLtVy1MjPw zdClYX>yH*Sz?)H1N`w*Uu`xB}D*J~q{T%!I^*4YS?w5IX45;ygSXngg>R%+OzCLB=jaoWFoJ4)W z`*%7%U_YRG7#7S*7^ApAla&A0zhL7nf8U23 zJk5`jaMZUREDW%t5a@Yk5M6#$y=eoexNULotIC#|mH*mx{0V;9?i9Mzd()!Ha z?}7co;cf<>WWlckaynO74J=Xe=KwJh1ZsAQiq8Px9T+Jpf*@)683if%K5l~=a~F@6 z+1a|k6OtZ|yZ+T1z=6v2o34-7dz6oXkeAZ}juC+Z0lob<6T5~(wc~>!$Yc?(&wLQA zr+fH-UWKFfX{43j9*Ai2I|CN)Jpt>EJ3tGrO!yzSENSe=4Fu2rr)sd$%Y~^LFkzx= z?C-RHss^+v&T!cz?xJC5T;(_>jpya2J?oWFiCO;dX96>GCG;wI{p+mKt0&rDq z5#!d+LBWaS@ zWYo&1mlRHWAu0*HeCyi$Ij}u9lG^6;K%JGJXhY-kobT_d#^;AgX_5V@F5pZzDq(BB zJMnqvLf@mEc#dvDCSAl3lh)+@=q4p2vLe>lpGk3n(D|kLM# zWgCxz3NKuuxW>ejI}K&hD5_qp1PQ_93$_Aug)67eosth&OFaTOdrwEQo+Afo3fzL+ zomykvLdV)+Qr6p{@(r$F)JS}vCbx4^Y;u4U8ga|=2c}x`m?0mDL@IAg0o}~Px24}d zY$<2Uu4M>40+DqY$N-<-IT5JXvGBYhI$8MR$B%g8>mycEb!Kk&Dm3}30bhc#R}4!s z+RDb#GQT?clZ}eEz-)AWmdJx3=S@>swP(_%uKOor5~n(Mi5`xPU4CkATbb}&)`uF$ zPWXC3l4$G57f%9tm0w@?qSCC<{+u>N!@g@7iErj++i=0ZPfc`JvSZX3cEjtn+VnG} zaz!d=Sx4aU^X<(xU!-e@xZ4@zyH?u6g#GHk=Amj?`&r!gk!ko+q$QV{4=v~-%?B6> z&VQ=~$sQMX^aE(o%avi1`8xqy&qsVLOd8DsC7ZH7i3F^RyRycuqI0OVFETptkAlZe z(cvHx^!3wqG#Z&y#}Iyq{}ddzig7kQ0MoWD1!>wt^kCl9#6$`<2<=b0?dde9p9_E} zUw9}mNsDTYqnDuRuinhX=~(EYS}r&XtwOcuHjd3lB|Ml+AdW2<&0&Gf}eQRnat+Q!%~aN8nWwg>I)8~ z_xN6I9=GqLxh>`q_#9bA>huLWS??=ohnF$)>5&-q@%=>lTf5?`=kq4@ctw7Qn`Ig( zJ8IFbe6`uke}t_H7Epzeo`ba>QM7@F*YLuYY6^MoKOz2wKr&|1=$6j<%Eijb?SMW| zY;s`xury%{I7I#4JHP=j^5`iIvU@I9u95dfehr)+-+}Q`zH=bEF8WHxDym+7e}{1E z58;9|ng_Q#?);UbJgnt_4YF68)jQhi!i7JxTPAtVGGy7pxA~!Ze{4TItbFQ{s_a}N z$P)FqPR3e;qvgd~fnnd&C4Fyh^8jJ&>2S>a*S#yNt-zNSd%b zb)KY$(?^}JyrNv5CPYycGAphBn*>3OS?}f`5=(YfEcoo4J0b~Kydc&{cvul80=dD> zv}0Qm>|=l_h1m>p*pnBi*Kk23tU+nC%5IirCCq;>wP7Or@{P~R8)pphps?&o65UZ;UW^L8a?P;8{D?FOyVo1oK7 zSXDgVV72X|!YIk{Q-bl`K=i}om19d=*Y^(9_Uvs9l z{`nJL_37!~1PgOEXLYD; z?ToxgF;%K>P2WmO^0jZw0KX(u*4v+YNPv6XvV0KSTtTyDI_pT-Xdh)+v&|%!;MD5TVLdR{Nw4~ znvz{96FNMF;8_78%P@Z*g zD27sXFj2%>ZS{-+fNHHj~b{5>jYSy>@~8{EmAhS3d} z{nyJsEcnfr(pZKG23l(B*Y7jFf^=I-$&ukU0eGJupA`#~B|~B#9CButPmm09_HmMpHFYG*|0hz?g_no{;@>bcm-u>M-c1g zaoL_q8%f%i1Qdr5QzK;!7^?YKh*6YyI{B+T!1Gs@0u;4_m0K{$vVDoJuZsWN1hE>$ zvkymEi=*VYW^d(Ysw+ zA?1#GK=A2<;lB8W43*MB?bzVm3F{_9R}om)8YLOM_v`Nhx~u4mNo%}PNVN*pTjod` zh>I5#yb!ND?s}IajxbTMRk%B8{m{yOg2l&HYIs7FU8)l=$lx(`5GV~vSYS0tc0&M% zRqzK_*u<6#e>qK3lTgpeQ6*vn&jvQnKOaYM_OqSfply6I?C0X#y^3R`xF=(Z07USv49jRg2I?zVP=ixgjspe{;$cNs_z9p%#kUq z!9qKP_;$sTxoV#)1*kqZ)lXA%r;J=f&(S84t;{h)f}xwoJq0M}62Z)&<=K+sJ+q(k zz~|q5^)^gc8RT4bu3PZhTK@g=TMOW<7}T^TF~f@$L_-+XGBHRUE~1|AMZp9igQXtl zZwwzE-PBsAb4dA>E?y-<8wq!#s^7(r{0eDFp|9$;m=`>IVo1(U%iZX-&P5Kh&;?9Gj35vN#Zf$zotFxeV1H8hm3gnnC>+Jln;9jN!*719?P_z&Pb zfBVMidy$kj?-D$@7Gcgy5mVx=@%{9~)9oWAv~V%`B5;hv7Swo^Rwid}Vaze1%4bEX zz3P^Y?Ygsw)TLDyqOdw`mVKzFX;ml@k5n1R(&{m}W;*%r>vL`EjsaTiVMq;$mCcFZ zP5DmVb((TAowVX7;7+3L__1Hw0p)lclqi0Tj`CcPgh^_S+<&UUrs%jI5Hd7Qm<+x$ z-Qm7G?CXm$*CpAwP$SzNZ+%<01i<3V+Smwc61t|J-hb~}O^U139xwIq2E2kQ?l@m$ z!&#UR2Wu4@&_lyPbPLYXX~6jc0jP>)WW0P6$`S$2!wt(rCb#Cy!4p~r?%xR+GT^zl zlj|`rc@d(*eERW20m3EsFjy@bu<9Q(te#-~)c^T)vb%jp2M@PJ3(>=#^_E4#I{DVQ z3NFvT*RXT|$4f2tku7}Kq%Ko3V6`RsXn!!q)YiQU~#S)M@B7(M6{ zdPeq7s$%x)?xlv;^*xajl4nVBP|DF`1j|3G>KPqK(jLTH{VHl`hfeCnob*6s%=5sR*Y?Mvp5;Q_>FN{Gt0-w%BpsJy7M^y7Kq zf~I7omoLR!&Yf|2aKUf@AV)L#-7e(~;Rv%47)4#a8-kyKa;SW1s#ButSUKz=B#N7X z-+TqsAX2HqU+KUJ40 zLk%&>>NVCWxDKmybyOsqZg`Z~H(+of?LSxI@NNEyg9*!%jK4Z1f zUxs@glQrvNyS< zlGrur&=j1bWIm_appOfW#ODQ$Sws#oR`CXX2iY4H+(O|K;x{#=Ye# zuDuOq))*YSy$g}-C^#e)H$ixQ~A1AZ6?b*X@sA;6pz0w z<%B%xSg?BB2?;;-E;#4sY!o$J`m`1~dIvDw;A&#)Is1uKr2YC+F&st1^%bO8_H33! z(dw{TIqs?5YEEm`Pa;lK3|wipJmKGAtkFRt=btkn#8$DRhpTdupyx;MHQ@)zYSH9$ zbav7!L&q+BF{zQyYCM{aRhq=5`ntDE)9abXXH@owP24z>wq1FbJ}4^7X~jr7!?r|U zi+%D|s#TRI6(}FB9Te*9@!Nyq^$;^#*p_VOve-F^to!+3zh3%7)aSqe5toWLFu0K@%DP}IE;Il{ECJZ z`%DTZ4!Sak@NIkV@}iIA5VD<54NhVjOKq}9kR_uvRr-9UEmTqtTRUqW6p%ug-m8JY zwS<}I_POYqFFB}Z9!7Hi#=&ca_8LEtcj?Hay?C^_BFA5gDgli^fLcXLRodW)^28Ty ztrBN$I>f3Y@s77P-sxmG`jE{n9x~@Vy3PUnvF!AewlB68!X3;gqSbbZ)&eTk$EPw% zyDdrVbA6*h2>tkk$HjSZWnks3yQ$0MewHS&kb-+Is&rmDK!{Z z-b5V*3yoWia4de0qH;lJ-q`j^H%3GY{;CJ`yMeQ0cB^`vy5;h+Ly4mhMiH5|^OHo= z5{~^J&D0B-Vp*F5qb-QaF>9l4=D4I4D`9QcNB_>m`r``pl%hjBwV8fTL-t&yqEH3011BQAx8`?l&Oz_WkfyIECeuRH~a^M+d2f8 zQm;bsqHazsfy+2F`9<+DY!yPt)gze5|K+Db4Z1R5F|A-GHmbcl0tX@;r}w8ePsNZV z*UgJ7eS3e?d?N;}Sr*-Z&cI25bt8AliA0KqNGW0N4nY44H6lGc$=DJT#qx9?FRJSj zN%?MG+Tk9`f*UD5oJ1btcJ}N1rH755bk)msf_4Kp(O)JQQZg<1*M%N?OStx64= zv$?u?Njdg?|NISOlnV?ls+eWmEhO&Pn?gCDFS$Ot9WfEkL(0a)gS!0LM=+zsIKCf_ zf0Qejr&rl}a|s_tvCWQ4?3$o2d|LR0dLxvwb=fjBoFNSc3BLSYLDk0;Q7;4G8Y+k@ zjMQ;Em-(*hVmg~xWTu><(pV>5)+_v`OkUuXWo%K@9*mW<#B1@0b@O{27FI*ZSHX8h zEF0RVG45M$0bK;N$ME=af#WRuk0KsQHAm}gh=7}Z|V)m64t^xYY= z)W5ycxIt6^Ux_{Fc*f}A8ib8Bd(`C_AGh$n7t$rLzu{*T=1;Y}|t7&XVV^9pwuz?u=L!+~b~k zS9S4n=t=f+X!OIlcASZ);c7`%-!8gFAjSi|mF#xip?Du>tQcK8w?Zx{JvyH{w(mZX z%&*(U^O0E0F-|NQzVMf?2Z<3dcC8?_7M%JSm*^tkx%llz;Viv@9tHP|8su*DPRtfU zn5nm0<*Cz#dds$})L`}8{8IrHG|O4_c)i!`TNXn^QrG_5tYfXTcs06O@7#PAwEdDv zkePV#50+WNf13+tGz=I9wQenSjl3IG-M`RuST>bB2@2p$O7&`*;*J|&_?`W-CSSK+ z^K;Wz;}lo-a_ES}#0zEW!TS*>k9ShcRCJl>cuuX#0ZR~KJymiX^$A}`XsfqIN^iO*q@?uLSrQ<=u|`0rPd7|7(zQL zb)>3mbuC5S(r&QSGH-KhH(Thg$wh`dUkG_9l3&;xp11K?NZm%I}vu znnaci%gAic)f8nPyTvAyOdzwEGlaN$Mma1c3p@nB?02i%0A-&WxCS2AgT+4^A|{RB z%yifmnVm$mEuFG6UgjE?|Nj0mA$ACjBo{C&^LCiPhR>tpuZc{STR=+BtOpvYr=zIc zQl0aRy_8=+-(}n`I6s7MOWAU5t>Ny3jLyL|JdA38=VQi!qEv&=wi@Y`=4;!jsRw~l z@Dqh~^y&%IAi+9ct||$3+w3>(GfVZ3kG?pkR+cL^@aP$=q}jBc_)cBBV=B5n7e#fn zzgtjeL#7^rz14_ilcRJow$YO<=lT1V!#x|EX#v!XU> z76&lu5AS?z-Ed9xSpbn}9cRZ%?g2@8eI;_{s|6&ez6R>D!2SK%xS|eAiS@B~GIyP~ z#hXd;Cr$#%d#!7yzHP zyeLq(OMj#6&%#50GaoQuc?Qb7aG6ggTkm+I!5^z*^i*l>YT&{K4cbEQN8uD{7_5UDwYOWZ4dv%J-^gW54z8 zsSTY85HbEp!h3%g>&8D|&i8Ip&f9FJKVOj-R=NN&X^L)pO;kAGQO*2X4jW$1*ffmd zguqF-D@2iOOS}ouLiLjyqhIT2`hVZ^gB6E~FJ!=^lGFBbOJFa#v_;LFjzK-s~ zWG*v{UyPUU=l{Ver5Ai3$Teqnl5S$dw@Da$Q1q6>RcdAwNi}t2W9TK1o5*GAVzNLx zPQ-X@ca)jT+}@{bH;=7=4UAWBwLQl#em##@XWT2$U085(4oNyZP$ROmI(=jl^;xKs zV}}N9I--B{kY&5#F&LK-%)Ah+_1kG*d&FR>w$3 zb+prMQ`P~K9%uwPbhS#XwOdl;#yr+`P~5ccSs z#~rNO&n}YgVciIxw1|6XXS5LxDMqSW3Qx~$xmcF$iCua&93z3)l4$P6M_r^1b=g`{ zBbVy%v3l}!{w3npFp!3R?R`zdZFkF5p--{_(sr@OASG1j!E(RYCW2YyclmF(=tL|n zt*SsdS(pRqZ}x@7W~$4wp`QATM9=ZP1`+A>+`*eWoyzT!oDbpthXOsm>0%|kfQvqQ zjn`$C%ePN><*h?F2@o4bNT26SQqSKDbdyCsoPx?(UksaFNU}qOwBKC({H(SyaXxse zbP$l!l9FbF9*9XYc;z^o{fZ-E^p0b%*)5CL0% z6=rRg-YFa@K4b5KW70e+_HD#0`|$K|h??}_ysDuSA0SVQDTOCLe@aV6kTjYQ%e3Hg zWJ3=-!_Ctzo9HgF(XLtRB2*@F9|W(B--vS zb2e}n^Z@(3Kw4bti0(&zEay8hORF+8tLT5I#}_!S{chz5;|MqTm?RtH0cE4;WI^Q7 zAa3nj3qrmq?c5{vz5?{7&jM_U1K%di&s67yCng}LVjWPZ9@;47BW2&s(c|2(I1_hX z8Fly?^xMzSPVuEK2>O?;);FcjE7Y;re)aoPH(C574Z4XjykyJLe!JOo?pF!L2T#MV zf3gfL^uSBr^QN!Ir<~Auf}z-wsqEiM&dm zBLjax>lHD9N_3x4z+JmJ$4}cF z!Mb?!`CU41fUzV98KR%*@yl6U6H}a4D?fIz}|Z)xQdAkml2+;ze!su^{YR>?318ACdb8ua>4_?hV+4HTQ$i96914 zOI_SfKLb*u5V9pK-(mon0{8KiA5@sya15LrC;VBNsl17o#7k<(V8qoi)Zh06C+R+^ zX!|N|4!>T9^TXk9QwDbRFS0~7A~a9Dc?n*;LhE*E^7$)Gy|FS@vi_VS+K6-q; zti~L%Nml?DrDL+q5qq;@((!w49B54>c?g|;cfswhJb5JAZgIbuCs{o4fblj~dcakG zP0`!t+^Or+BCGnmB#}oW+tE*EW+@7)V%mx23X`@(j9{qlH^dei4=^8rWiuG;$Vdk}{2~XeYNPYF^!lux*18_Y+WNu6HP6$* z^FG!n*7J1{XssL=ye1602K?~)zf6H;_3{V`VU1C!wt_~v@afFl?RIIHxWrs={#R0P z;>54hHss^Drqo5wO6*}r>ENL`;}gcv(JgRMI_&Qt5OdNY#;r}+`eubIGf|J0nAbdg zPG^t0JzdUK;y^L;K;%!GGAv)-ijm1J>q1sfyRBaNBf1^Qdrmq#$xn^CU5U<~57-v6 z-oJ|q*(r(3vT~DNo6&R-AY~V%)sYwReorD`yRr(uv>^jt^V`@Abouv6C?0m+? zw-#~z!I2%~G$pwmi!BFJN&bFkNt!m*qv6B7D4FH14|9Ce-mm}n)~7}mv+1cWNZ-N< zwF$;{^WhPt@{5Nhlh!2#2FEhw)@(12kDanR!9P4+ECiqQN_49bpeMtQ8x=`VS09qI zPbC9WAZN$)^#Rd0Nf^}6)|O?0*=Dh4I(uWfzN8_fvZ2_0XD9_=Vq*Kq1S*G}(9q#s zIUB}tO2oNSMzs!J%~Dy^AB^?Y>Y)%mMgH=X&`>QQ`3fI{Qf)cS% zosteAqg&R)siLrvwUheZoPBZ}29!GL-@as40R-#j;9hMqOUcHyej(7;<5Mqcby$p# zfwg=bT{}Ov_9ZL(83k*7BXZbjfS2c?4R@0F(!sdn`sVIlnwuJGC`4pyuL=N`@E-pW zSijc3RUuQ>ZtzO8xZ>P(*HpY_goNTs-3}ZE;F3m$ma-;r$g~PPWb7ite7QB9%Uw+P~Ko≦17 zW)^14!G;KuyQp*jBu>q+(w8t(Gzuo1EgrL3e6Kx;&T-dSK2_*oCFZWDAm%|*adEva zT9%U`W_duHN*zVh^CV|zs5+TdQXel}!n^|j1eEG+6Zp9G)NGlzb}0qQDfHkC+hge3 zt|jLV2umtsUt^>E%&Buu;e;lGZk)3JN_OX30L0pD90d{S_SRgK~u( z%B72Zc!fLfOyltDc7#5ip=P}KKj^bBw1?7fg)eiZmJ4hp5Tm5Fam_0J2zAnnL#HtI z@K_dsLxp{?)Fh1oyc$dYTR+(%k+j9@<9F}(vMYp8Np>?dIjNpGd2FMHKTh5Y)!NP3 zi&j~Css+0;$DY(GIq*)w6S-ftg(a~zOY{cysOwa!au=Q>HjA|x=f3JGDFt-qzR2ku zb1>tvV*DZ<9M{?A0+F=oVR7&pG+E3AOJ1O8Ys=32&0RNUxc>>e1Fs;Q!#G4 z6VHwdMnwcaOcQ3Qa|MLN^f!Zp5~xLsxUPu$WrMLQW>zVS-BTsya^>q6L{7~Hk{8w- zCGA7?kp12*yAE^_tBj6KsrVQCU3U&@Mz7#*-bG6X{)Wq!|D|fQK)72*sruQo?ra8=eX2lp&Ve-&BGMM#6GG-7ey%ddFHCx>nc^K2y40` zz(cjzExYM$$QrXZMn}_kUhCKdQBmKEq#r_3i3O0`=(bM`hsPgD_bm4E*S)OUgU970u7_{ZS*w#?%w)eUCkt6DUO!{~lw;faDbE}Sd;A(R zkIh!*@KU=xDfL2t32J$MTByng9MY+yZ348s!LmC4l{Y>7=E0nP~-9I*h)&iGcHJ(P^ynt;`#-{1H#5rG%ou}X4@fWrEQN0H34?#*zQVv3DLaIuNhLu9}YY+ z+YuV2$6$%~-t73tBOq`n!CH5ynA9$Dlz%02Hn4eMj6fo%=Cl?#%(dk))z4JdCGWDr!Zilw+&4!>-Oy9rN zQET44H`^%V|A}{GvyTo+-fiWsCairT!*?8d+PWki#C+Kq&=~dkJN5GUQ!X^;gAY4X z=-PV3Dh;1&?-o4eMeR7c$_^^^>RDPSnU|(@18U~9hJ^i8pzI{7F`mt2!m=_NVOr#p)-&CGs;(Jb}I2%ZH(a zTcV|54;h|2U_aWfXexwp_P} z;eTQp-)l_^mN;E8Xu6$XTwNeB}JZek~v=1zXk6Z0EqH-o&q*`J**%^^(_Aq|UQ+CGvm|;Iv z(*V;Z?W4PEFDK>$K^z`4 zgQao2dzs+0|H0!Z5rY2~n8oUGkCOa?Dirp<52?VLlhh5lAi0ev9jh;Lf_Uh)ZWRFC zpALCP0h6h(OvfW;;qcQ`-HENkbq|C1K72Q$yxzv4-dymxBnTZaOO5SK!GdORuT%cxmO2lCN zV^tXg%(|;<6EFa;(v^}Sr(Rn#qWW19CR71^V>%)Z_U(XW!V4ov_&-b1&0TYpkcf%I z6eab#%io&s%Kg)tL{l{E1XXE+?tvQYg5wvyknyRObY8`pgH?{)bb#4owR3J-9zl2-Q#Gjm5`a6 zHTd%CkFV z`qE?Q+}cud=2=fzWO2Fv8J}s|0#wuR>j2wiK8?uvFYLYP{je7?b2=HQwY^%htc|RE z5TEGlr(<$WoI9>{%p>wy0u@lyuetI{8R_tW`-+U;D;uP>D%{GY^rc^XFjofwh zW_fwj(Skht*`Lh0>?}1mmaMGYqyQ3ZRQE)hSj&!dA}jM#X!&+z>6R9>7ljgz{IqdN zsp`d@Kv84jQfu-(vropPH77eOuszA-x(n{-09+B4k^I+3%0<7;VN0GeKC?4pwOane zx^_k}Mbz}*T)R&#BqlTSSx-(KagJ5B)c|xLO%Im0RmD1inqH8$^77jLJ*h0O9?Z!Z z?e^=O{E^pXr9=%iwaMj?oCO8a;v8nO62>DZ@Fc4U#4!?*uJQ}GH=rfg-%Tu^Zb)-C zY#ueHj+_>?_a`M2yLk>Rs5i3a+7bC8XfJ96KaU>^kFD|E`6C*#MYEd9`&Obkvm1yj2I2R7QDB4%IH5mu8JedwG(CcrK@M63?xz7Q`Z$3lfbIolE?$-=VO|?HUS88yNg3_@WKeR)eN(BqUWD=94;k5yjd<4!b|Ot6OP(Bb7Rvmh zYq>9I$?Y2_`HRidkkfyKOB8TD!}tn4=6pG|t+i{XCZv9m6WC*wae-{+!qnnJ!LnPn>yWopuI z*c>~N-q;FHWJLN)k0ZG*zU54?He_v0>c%KUF+jI?ier9G1h?LOMXlyBCCFZdM$m5^ zO)Iq_ACrz)5yD~dYgP;9F$ikN{eL(AviZ-l$q5VWCGHgq~sBJ~%m&> zuWsyWXukA0Fy@2xa_+0bs@^;PVWg}oVz@YLiWotpTOUBZ2#`e%h#@k>Gg&W%F+~(` zg!EM4fzI1dlOH9`&u>BGlLEgQ7dD$jyAn}OzEz8LGJdSor7ssU>E%a7k z=u(q(-F6=O{v`vc-6b6-^QMiLZ}FFv)?vEOQ3`Rleo}2XQEEW5PXhP8RjG$F+h9>r zYMjZ=^s_JRskZ2h!bQL8mq({Ewj4K1O;==8Dd+toje9OgTZxC#t+n42X?SWT$OyGG>tq=r*_;5^P%d^EU+ zkCZe@rLA3aNMM_vgsOzL`h;x1uNb4U&AR#6tXmwGdDnaHH5jlPjSQz~rlH%(Uz|{t zU*>b%@Iv2&vYL^e;5vmN%YX5gL!qqaNTFpngXIjMOxt~a-aW+8)-l+M=!kbPOF(nK z{aaB{0(7JQN6ZR$kfkU5@Es@YRVeA6;`Dx(a`630i!Aw z;iMuW+-Z2%JvXu4y8K-(;Wk>j(UN1Vo%GGJfx@m+7f@xQ?B1$zxxSrG8yC#B5dTmT zE=ZYEPG=c40&!P9oF7e7-upep4s}u)o}{nE7{pai#jIF(dbAu-0r89VvmzCihYe87_TYn~fXQt*;+H;oM|p@m6=W_8P{y znU{g|za$FN@{`Z6&j>*6I_-lu) zxeG^Np8tqvH+wlvSBE0#w(A9~`gjG&fUoy-A}sMpZt|OKqGRN^shI`iV_ejs^1uA? zmU_heXM}v{4|?%UZxD9SRvh*MzdB2;*v!X%A1qCvj$I1-dGAkZ4R_t0jMooPCQ~ha zolWvLeu>f7r z>NIvp*H5y^-Wh9JfX#+=5dY_ZheKCZFXK-+i_QC8#M(x|yQ6v!gmX2l2GpE396$N3 zeDs9sy_?A%o|?F=Gx?{qx(cl@0RH2~8*{yTKS9?K!Bl5udQ5^@X3!ks;1zEb?r77% z?l3=2L#JL_UwoUeuwobjh2~jL?!Ct$cCgO5^#`2V@A9YqA^HLegT9nP^U7ffg9LS1 zQKdqgfnh|3PK8z8tZZ>vJ`8s`uL8I&$CFz|Ur&EGd$n%c%k)NQutP^w&l@nr3eoTB zW*)4c&5kKJ@0`RvzXp)9KxE}X$)ts6Jb56RZghlECED*#_Za(#Ks2<^k>QW;&ul{A z4O$?^TNcVfCfDxQK`%eal8Ou5zZ(Ly?e8pH@j+|<^p?RfC;Gs1^ZPQ!Z(@ns@%>s! z{PRcfZ@e8>)n3g1At1Xdw}L-X%>DoS&wRJ{@!tXgJRmY6%568pgz2L5Ke|osq(Ho6 z4^S>q0GLk)D7W*6o+gVOk&ep=W?ewhXR_cFGp(2(A>l0>ljFT5)Dn8qE)M7fVH!qb zWQrnyoJ1FB7|N8yZL{9b5BeW3VY*n>pY5U8JrB$iL|{nl4$8>DLZAgRs)s4YVt)Gi zgrITN|A9j3Ty(2(&Y!s32{fl0y*BF5Cv+sqOTxV$M#PmrzR!;#1Y&*>grJkwG2lhY zp&k~|Al^H28MfR3l*KUX>DpnziE`skf^nexq751p0v+%rdtOhI+5e0!=s<;o8ZFkb zLV|`xoIo7Sjvb0*PTv$~5N!&f& z%uGzyhsj)@t_lC0dWsjAR%grI3Gk>W%8^x4sTYe*J`MWjOakbQ`efg!QT zXr|r+X!k6F@v<4|1;FjMnBHrn{f4d&`eh>j; zr{51+w9MO&wHP3Rj??6*h#mz=t9*~l{Q#8sR9VMu1rkA%19wWg6>TK(_In9C< z6N2|~LRbm61JwWgT|%6zRBh3DjB0$r5@6cB50#LPr9Z6oSh?!BrF3?=gZ#xxS8VWd zGI59*EhuRvC*nKVjYmivJfnK};ezrHYDZ7~2<{Gj{&S$*pUj+}rue1=V{OHsD*_5b zDJ&e2#{W<)!ehq|caS*FU=Q3(4)CS&N}hM%QVRsiWkpH{+xtqjXUsu2y-9^%;X&Yw zJ;GA{}Hg(4KeMxt#opxC)DL8gi1>U4j68 zK_uWDx9k`Oi<-}3bE>-Kj>%}UyI~Zp&_QI_5cb|99%~hfnt4fdmi@djvs&ehx z#j(XgL12S~lG2KR(qhq|(k(45-Jv1~DBY<@h@|u)6+~iDg0KV@punORol<8$Ap70# z_r2r%{`!q^zH^>2+<~lk?&rQ|T-P<{ghtix_gcw7vjv2qc(zc;U{T)jSNLpC>8)-R8{Q9pxEmpRf>IYIHPW_u%ebTZv%j0~zEB~AXac6&>6>iGzW}`I7^;{4M zkw|gmBlC;)w`aS8!B4L29#=nTQve|aTY4=SxP#fW2q>Ab3KFGx9g81d3AfZ)-Ss8G zrO0!+jdFNqj3mCc7@~Y#X`wuQK)z zM2_uPR$;dCSg|DEMym(e%{(`j{|urSM|%B0d*jm87oA0SHBy}>q_^^k?#@F4 zVx@Bx-^kBg9nbW3E0MV^_cBcoYG;&u!079{;ilGk1-9smp>}n(PhoT+T!+siqiQc+ zq@xeqp&V+u!CFqiLcig!O1&exwT53SPmTNlZ(zL0VKr@GqCOf9h*hgfLty2?zM zG%W>Fmpq=MtJfi{zf&|qzx=v1Ze*ont>aiT-o%W&aX_a!@||F}A2YLfG6|)`W(>K+ za&iA6)_BIFH=eQFV_lVd#XMr}$Bhh+$)1Ph7{;OF8|4wr-z=aj{^#@j`Gye&>8bv; z6r5L=Vg0dU zMRqZqPoQs|8?N?GZB3%il2SnI6lf)wB8{r z>NcB47-d2$?`P-USW$zvEWc3q8%mU?Duo>@Z?kzuHGijOdK2`Xm@8-LP`>B4w)|gP z;;D^YK~kE--6H%59!hZk+-^x%^~sZhG~t()p@z1;1qF zO*Ne=SYXe!A3bu{l0@q|i~RkZ!duv|;ZRsn4p{d^O`cO2GG6hL?8X9FMYk>N8%+~l zx6PR6K|y9+n^;_H!#FnAUR3=w*HG|}-?F$LD?e{Y?plM-&yWFxKON8T)7&fP4vc&y4gR@YUmmX7X}O4qO{ao7naOc$gGS(cc)?L6o#5ZZpV*zzS&_rb@} z&-jF`)D$aCWq)yG?FdMBB@=UkW-~Izs!z69ht|w$TEgIj+)6l6z z9uNBYD*4P_K-8K*XI&&aT7^FnX*eyc{gy_la%FyY)jaZ5e;ngmOx?ru)j6T5nQh## zUeIosKAntpiKG>DkXe}>wBr2D3)ZiWzP@vOZd_{Uc<3kWIhsqq)SdCXRU{eMim;fU zi}#yyog-%xHe~%~N=)Mlny>y49#*g}&p(OH`Q@ssyZ)=|q-{0klgA)7w*{jlhx8r1 zvHhEuOJ^ae${I!0UsZfZf7e|L&h_Y|iw9DLuqdQ8R5&jpp=D@dV&d3JY3U7d5SrLm2?0N1@ek+{4>J`KxHJu+GW8$(RWa^$3V0HtC7&auwaO{a>`cZFM($t-QmJ~%q-yjsqg$uz&Z+TgPoAb?>8p0t>aK80S2V-a%1}*8i89nX zSOypJo=nBpCgFOR1m3UWJU|HrCUfr5^oe=f7D=a%}zv7L)E&H6?=4~i(IDz`CYs-kJy`QL?C zrFxdp^`T|P0p4|rk?Q@vIFpj(&z>DP{pPhZ?1@H94_{~W-J#T3c|)bTd2%mb92uTd zop4~uR{ePE-fK!mxpal2rzshPU6z7jAnPbpKb>yIWNR>AGj0uU3}c2`$jJHOdTE%F zo0<%j*XK(5==~(?*(wfx9X^*XsDN#KzYzB^EBUADrN8Ecyk!+L&zrco&&Kb(%UWL& zeM%EpSUSR)(V3ddKkqpwp`5Xbm|M2QGAUC#0Ttr5YDqVX3HsWU-x-yupWFM~tE@DB zRg%HUIBrQ3^ySW73A>Sbc>-T(_?k_Od9#V6UK*CDyS;@b3Kt>cm$52e?$*G?7$-LN z!>fKMI0W`-VoWiz@gYY%9p}>X-v8xi<*1x!P3kKsSnw$y%oY!(E+Gr)#XxXhtT!(U z8tVd}@ts)dWr=B*lz`p%qYp6J!%NuEu$+-wNT%kUeyW47cE0UExYujOx3{^joiWp_ zEBdun&+y?Mb?3mBVQcB%KB=L_qeOldPEs>>;*fVHi1Wrl^H4hafWfd%;&bP8iy;_X zNg>4wgcwD4URrLYWDxXBG8Hiza||3_&9xI^%wW&$NDiaY6p%iXy{RRX!+!0mG1$LU zhui?*X9vZP>{>gqvys=$f85_*8z$PVjfGY}s(t2zRsH6j?;pI&N7`o|*H!D`Cnh1~ zv|bKPnV~pjFlH6DCF0|vbxaBl63lX*jwiN=YqxlhT2m+&4=QoqedEJwZ3~NSqB_u8 z5Em#o6O2s8u5#b-*SyZlt5o%Sk_`m|dl}f+q>mEOXm*!_!N0^#FIcZ=n>n(W8!=8< zwB@qn;wgI+rnh!mhx6=t21TkfLFv;;j!0q&Js6+dXkJyyRE}6%Tf_Q^T;t}JdFe6U zerd6C0GFp*JCYV>8S2jt)$~})AOXmak>smui^^U%4)FsVlbl+F%+rnpj1Sp!d_oD^9sc4E`*xp8o2C zbHvmXWI&Lr7d{S=iNEn661qM0^z__aVZk)s+<}xlnoxvIpl0Fh7uwe2M}>%VZ-0F7 ziTWIPtCf1Ew57TXF7qg+LvBiLs^k4gR#}{Wfqh|SSPJ^pg z8)>(XG|%C8n2ttqFfrXDCMHf1dww)E_SAW>bLNzaQ+JYn>9%4CT$hb^SdvcIrYopx zx*5-GmD*qrL%0Ul;0rj6wP9glEpQ)iN;|IQr`pJPd-De!8~xTrBJ;xe>vq2gv`qnF z>Qn?(iAF~d>9*f)!*H+4aOY?8@D@7lIcz5N`Ld}c9XHE6$6+!g=BZ(lZSAjM7vn_Z z72_i~7f}=Of)|{-pXg~D7vwNN6SO_I6~N*O*5+d;A+QajYjH#+E`@{}jk+&~D1D{l1{-&1F3`CFLtv`G*IpMrCQq_e#^!thd49ji4ZjLvd?02bux-OMIU90+QH$GyLZTn zZOK7^ikNKlO4sP9X#Kp$7|nb%>q0zLQ0bvglii&75hf37>P&O)+=FDiW={1+0IY1d z_t9ULQR4ah=EysHJt9O84-YfKfkOt9XJ}Wt_%W~jY1v0`u|3|fUktE`=H*ykGqpT=$L zba|fhIyA`~a&Tq1nh|q2yq;dpF|9P=0o@t#NA<+hH6-azMu^7G&p&v) zA+Oz}b~melpWb}Grw2y9$q(%q*GTd@yhEJ!=oBV53R=bb1q6hRj2M{oUgPr7`&eE=s5A>7ip^${EXiMwX{AQGzq2x4|AO>I_1dvUfctLKD%7uoDR{ z1!r6q-CF82{Q2o=TBv4b)9UOX7xbbIhHl7;+v{zfO@OwrYL(f|d9DZvd_hnK>?DV31;tEqy@AXMR~%cRQ}< zJ1q=ahvvKzdJhXeo%!;|-CgFGC7M=!MqPgb*~VlW*Lf+ioO@K{UeZ1MaI@I;Roqw0rH8==S94K9@-lK%ybz-rVec9TT>Sgv*M#Y^pW6zHfMXs$m>74r0IFEo}M>%o_Kw6`PR%uQYgQHq~Aa&}) zRH=OE_S=cBkcwah&vOZmahR~{O7!GnN(w{442-4c0<*UOP21M={>&C2AXpP+-vRS4 z+cy8@%NMMn`^E~dd!z3u3c4isl^6uFT>x|!4ZTl9CFSHI!Rtt^&h)pyH|yr@9RZmU1~z%L8A*zI&GrN zet?s4&^fi6NFXZ#CNw4{CJpCb!fVzYO;B;=G$qd!j2R}UMT?A@ngi}|vF^$4lEFXb zJXN)`)p>iWJv|c*DLryEO5^}OJ&~0wR#p^<`}z6#!y;3qe}8k?I6hvbp@Gj%(39VA ztTka5T5U zVFj%MX!i1%vZ-c|2v#KqdivY>`S~*UJvwEtOCm?M%yV2OGM;tEF1l{P58FIMicZ2FFwRGO_Zd7)d zV89G{K;?^03{0%IlId%2W#((%p1WXKDn{eEX$^GN_Qq^mr7T-Zw&`L`#rE&1G~acI zC|DJdriZ)NacU7lbi@j6HS7jM053;3`mCz8^z`)uGQdTws zplx-|@@a0JGy5w~u(QhEW(7NW0lK3%P4^VYiZ15mUC97kHzhqi&fjLMN;-1J={7y9$#(-rGSU;d-@3v^YsrVk@eR;#-Vj@A-2oe4 z51$T!&}e9qa`pZ#PQTTxU08rtnInMK^5|}o$O~Osp6t4YwhwJTM&tAenUPJx-pPi@IwR{dp4K!_L>kxOXC-*y!4i|7_{!GCP1x?EdKrotp|7a;AGQiDHtPi$ ze}Dhr1*hn2#bS!`t!JgSn#A`7d^77gEQ6%K{5t+0O)%ZLx1^C%DY0jKZ*x}6)zD#3 zi>-o-Zk}s%x)dUArOmOtnTopWANA{-?R80iUcGvC^!NC;cg$FEIJP7HY&pTOlu~YP z6%=7|l*qscwCB!-PR4_GKJhk9EDx1wN;EVnCWxu>4+?vog^3YYegYa^fk7M_ADOGr z)ajT!H+X0rrPlf+H^`%ocFD%_gn%KFc*FC!{gWoUz_x9hFh)~!eI#t5OGT$qbZ5Oy z4{x@)Hh*`;yv@3tQAj}UU=#QmW({oMaaJ_H^6?`TM*s4_>S~;Df3yANDv+n#AGhcY z(#&i<`R?r!Fcs4FNz5N;L?3iHTaW91yE3RER&|?d=oA~qSuudT0%dzA{ue@#cpua* zAo%3U0blu%BMq2a#w4w4Nz>EjelIUqI5rEfV(FpzBg;~8LxV(tg^8+rqvPy=)=xfY zc2^{4qL`zp1}TDcB_tZV*Tq8EN0>+ayu3wU`X>0wEKCZ`dpb0y7~Za{p|k9zCL2QN znV#grZqF#*H}XHOu**wHadSv#tuWV}PEpBLH*`sex(8#TQjJ<-xm{Pxfua+iS-|&| z#1V?y%eXw?j6$;ymRRW|x|{bFW_P7JdcNcSEbUZ7CAb{Wo77jTUYB^$vJ%v`wqdDcCJ08fOhgA5k z$fyM@j;nezpRgXH?^H;W0kyFF&{1^E6*|NkGz4EtrM&RxV?X)mu77%Z2nUp4NSnw; zv&;v6x3xJs=H(?Pp#@|QjU{4W0c><49b6MCF?UrdlfE%|?Y**v)M(L~$;&tVLq=<} zqb`4zn1I0BO%+<56&_nxQqf|BknhIC@3O$04H&c%xtz0a4UY%rxy@iv`A+kC6F)w_ zD>UtzOqrSzND#0O72RID?Xk19x|<^Jy(@&3>GDaO0DnN^+y~PZc3OBV5sTi!fBzMg zTx||$P8>$bYkJ-_Zn7&=8a%%tt|`KBf0hOT!9m){*}-a^$?q8oLwHk64#%-GRF|jz z4nfbZ5^18}lN7Z50A_wu@F>r}{I@yag075e)= zG-{1EVg0JqUuK_b+Vug|H6rLZ!=p3R4>nJFrh3PN@Z`y`|D3`TuTPB~3M75@SFYN> zJhHf6G97~eH+x}?O@I%Mgjp^e!g6vKR|uI#k^?wHX@p%~QlE|Vy?9IN@S#NCe=}RZ zs<3K^YsCR6jF8om($d$^;HlUf8yis(qkq0X!C{glA6z7>(gz9OGt^D`nEju7-&4&I zZg#}?f+~0d^~)KYQr!gmqFeI*FC2DM6@fuP>yw$e1~9w|+M7p=6~BLf*`zb=^(krr zMFGc|X>|F101s=6LgPY>liZclU{7_sy*+pC95Fe$aaH#Kj)H%&2!DOQ73 zHmm)P(yGxru?71l`hJe?It;R6gwQGg;_v9Dd5EB;0V;(lOVNG2HwOz%!kVM6)+#3M zhWq(#@X&q_{TUcSKyaDFx1RL~S89K`BRWDw+vIm>5Ur>-CC}q0HOnRDJ#;V&i+ihi z&~wLKQbHowpY=aMEbx2|BX&UVzuN(c9eZY$#aD4~gx;a5fFzcu1c~wujD5dlNye3Z zqYn9L)%(Q2*RLZWZzXlTpruj*BfFgck#K(U#q}zu!uk!_k$I{Jd^AQ567uKY4iYWD z&7BW$=!Woi&*cBL4}*!&LDYgwAt51*19Bye4GsT(zW%15?~~62Bp}vLWbNm3VypcX zzWL$=TAJ8Hkm?L@^`m*;EGh=P3}}{8_UA<`NE5dLXr4>)NiyW3Y9?aIMUMcG3;vc2nYl`*P*_$mgvzE=I% zk2(n;F4|ce4yvN~J3Brwbm}|x-wVx-(7}6G@h*q6``>xO2+h5FdEx&hq58MSjWE7@ zSKmLtj(=&dKCS%Ed24N_%d}6!!_UXuuueu!NxWP-kJW%CXXVmEm_5fjUj)f&Cf^ zSVju=>#08);n&5SUsLiLfWJwlY=gA;gqFvE^O$6|_hIX?QieA|H0Ode zuryIGYtQ}ocvukJ+`lEB;&A2!~O}evU zmLT4ZzxRQn=zpJMEJwjoy8nVC8Hz+58am}gEtrmQ1OP=tUM2*l-3Dt3P-&Rgg436Y zMzRum;70>VZynh4yO)`^r0<#Kz)iCn8KOL27^r$APtKDlC1~(4VDj7`t__WjR&A}W z5contMzi*_C4qkE6f^sn>ZS8@u}1(!cuIGJ`i!6d6Db3y=o<;1tYm38Ug- z9R?9FouppAc@?TzRmhBqNYE6HpjsxCEVC7&;St2}v4fN6iP{7J#f%dP%OKv)H4wdn zJcPNAPttD#GQmiPRU5~*R$B%Io^NzOG18+MIUVZ=TUIUQBGhQPf&&lrNenySH0Ho& zPqQ(wp*4!lS#&(Nir4|bDRaQbj`3+3Wh;bxdmrY9faoN9TSLPYutHS5W%gz!kbv{Q z+Qm-&xwx?`0P#Ebid$-wh(prB)f2<%_wq!Pw+}DFN0VnL*+a{7dB^!%Q9G z@j;1=;<}|Kf%qqVuf8nH)lh#tzl*22Omd2lc$U}XFulz!$$E;R13OT zdi0xl#zQu_-X(L+qOd^E533EI-*MxL)H)Wj4E!=5NOo^lJ?MBCBoWq0DX}5KA^Wkj zckp`SD6X%ijPeaL&j*%l7oM;tURF|PMc(N>8-ld*kMuqFF0pZc9qEP7?y0t@Mn}zwAt4u`~{U zsgiX2N!HmErxpa<$rA?Yh!We~*x@|$Rsn^p+7Hu-9&=cgN7}$V<-3)( zhDXv;y17P?wCQ!fD1pYJ5mj{`bJfDSc!qIzB@FfxHuk5&EEgNSMr?fV&3Ik8oeqNSN;oa>`>la_Hzvr}%V|sZF%Oco4eRacRaO}KEuittGP=PLgC{%;! z!5MA?wp|bSCfVQr$*4!RaFet?Zc`Sei<+5LRSsN>mAleA)?3ib@J{N`6zyO;pS0}C6t-s&E&Wy63r}~o*i1iIT<~+ z&EqEOXyE9VL1j@TFHrP!b8{uvsQ*i(Jp;Q?^WhozJs$mUXZt$}_378~=(ZiL-`q?dmwfPetET&e@3&a>(k2{oAu5P=@_GLKvwo>Yu#gSyM$o1{4 zmKK!>dTK;an>oZyDYVM8o^DcV`Q0U>ROU0m-{X8}`)KwQ?kG-bRwJ{ysMl?MB6cG;v9A+CG&Hk4`PDKT-?njn zvLsE}7xZ=A>)0?^;TlIQ`)O2!i$A%DpP?r4?R+pUQdqr~D4Su!!$IGMXD%0wh>W$& zF?Q#vZm>3{YGm&o29LDzCnyw?>Wg2~bDeF%-#mVDbu7KC2R&s_cxc)oST#jQa>tF43&?b)~V7+8iqW zuAa)IygJm?x*W?Gf)$;dil?=5E#W1%?c!EXM z3vVK(V6zxAb=r-U%05X5!$+>Tt0&rNoUSF2&!CTsnhkE&?|GOmSwUEX;p){}>6?jH zIAQ*-Yq(PsUbSrJ!*AG`kGENBzdCW_jjUxJjRxaAIeecKnXGI`(m*WzX$?$7H0!re zX9npr(*o>*7<`EC>M~o@Ff7Nd3w!E^!!ga~C3kkZEXxhYzAkKphZE1fGmQG`yrM$W zyJC6CwPZTV{^WH@uuz?Hske8!nT~S>wvrcyeJEl>j~WUZOmJl~2yttgUe936cI9C! z5Wm{{cvE%@#ZRp6&U#vj&MXa9{j69Tc)rEej+9_8rZ zEOs53*q)M>7HbN+aTP=m02yTr8Ji1#NX;{wu2gAq+e#4C&<5>eIA^nNakJ~7Y*JC( z+e3StgDFsqqXJj2ew5i0A;LNL4h)X}X$!SIqmUu=93ELT=_qyZG}H{*T49Y*j59N5$ZaF5(nb#!Swtqs6}eWjU_lH zewUIs>li3~P^z!P6+5(2I*!cxzWkH-Mz8hkw(^@}XK#T|_=h6nt6mWKy$xx|arcOyb-z2} z;z*r{-mL|MBG&fYvUi?AjRAcLRUId_5`ib?w=D4%ua~^(EHt!a5YTr{%#gqS#9J>6 z``l2 z8o=_?wLYo&N1h2whcK?SHtF7Pfb@%<0*ITmv_%~fGfDu*uVCbiC1~~~EH?>X7*Jx1 zEi^LJ3euVrg*6|yjpIfG{~cva3pqc#-QYE&<|~!xI9@a5 zA!SbZFy!)TKObtLN=HXG0$gGgAPMS_vd{xoeGScf8K_Qfn~?^rJt7%#9CR-MazN_q z>kCokn*f@U|yz<0J=)icm zCCT5?8@01CWYLg%oF{R!$vS&tFY!R`sNeaYhhrM4cHX_bxc+~1TQB;y|6pyO$bePY z7HzL3FmJvDe8Mx*y$}kLLmm}}Gy^KhsOjnEn?y(QDqp_5?3bgcRzpwsd`5Lwunu4J zO^r=?f2hZ}*UNg2&l+tfeoT#Yh1~9Wh`RUeM#ASV#`rz&44{GX*AO0(a3I&Eveko3 z3^`D4v%Rb?wB5__Hwb+3{S&F(JR08Yk?a3WP~iWUfBiHI3ZxU@7wj@hbn*@S;=#@> z0EO|}Tn6`1-uuk{qxi%G7S*ukQ6<))&*E;*DiBK}IpR-Fl^-YC>x~F2x2B@18V%EE z?iB+aary#Zv#kaQz(7dCWkkKzD+iLyOEBa!@_Uxrwf5U$1o!th`VSdEOk2V$M9LiBC47pyKOCn z%mXe(rd=|s;7hB?%PN%<M0F71N)K=}RKhNbAC$9M z5s}d__$_hAP%f+9u)u-Rp@J$JSNztt#dJ=|6%2S-EJmE`ni5Dj@i9Ko4qWpNVJ2&>W7 zh@=TvON$yjK=x8#u9>(h=APXFrOVpK$ziJNmhlv}Aor3TPmGN7Yv`P+-=?6ydS(72PYi@qi_<$3=}CN3Q&mOk{mHuP z0GG1rc&w+Mq7|w55~M`?&ZigVsrhFpmN*H~0Cy<(s~BP|wmg~oDBvAFEM#ww4!W-< z5H@iEG`{#3^%-9^5ztVg0Kdjn?`-8}!#l& zK&7cX&Ihuv>!ja%%f6gwQo42P*(nO{FNg63#%+9PI5h~79lV0?8v~GntveS~Qn&hw z#_z5UQ-^1Mets-2Sfh5cqhsSVQJaQf*5@M9X>tr~9xjB?;dh{XrC}Fybgb8=PVg*d z(kZ(b^T9bgRD3S^PnTGNJeKT>m|&GdGYDiUCFPIc?RRr>g_|OB;*z@b?y!BW#B?S0 zuNOW3mV7gg9B+~Xepk1*VkCXajCQUAC>~#amM68RuQ$M8J$mR8_`#$ynZzaX3lw|H zE?4-h_o~+=Ghg621-iSOiIT*m0VAbRn1&WHdG*ca-~NfOE8kGM^Tb`YCVOJ(?3dkF zP?vk3YbfPvSAMckb|o>R#tY6=V&mj4e;_e;Dfs=&?1`09`i9i(KxK=5Cm$!GKXik` zpSFtP#5CR;9vYG>BT8^mbPYADw#9qSP!~?=cSUkiE}6x}CO;0K_{Sz2?ZUyJ&cqCt zZhy1PV~)BYRcl!WnoZ{MG#<2p&fOm^OCnu6l{tNhXj==|5k!7!B#HUNv~(u$kE6h( zUs40RClkYcH%%_V^g|7;%lKOo%gjq9M@M=GH8*n2%pz*O=HQK%9K4zK+KIw>uU^klYBq*0tSh?ukWLqj)ekHf**Zy~T?T=`=)^*RFRnLV6`XC87oARYO z#T?(rSbM*IF)c`jEyWBU9{T?Md#pQ%66%-OFsw6m0pw#jabaQltUV{q2;WtHvOg%> z&m>w|jYQd#S4~TEyQT;1xF13fHb1#a=8@)Eu=bIFYd3ivI5hI?BJYZoie={5o2Y6avw6pTs**)g{$becPZwWxt_PcCzF_Te^8Qc z1u@;kV6|t4$HOR18$Z+zB4yn&4Vs4_v7rc~ZFXxj`SJT4(g_#PfytlH8iOa!`?i$E z7n&{nSQ5hoD8Dnyq!1QshYWyZfauxtTHAadq02=861zI%yD-B&A*mVBH)vyX=SAJ2x? zSa<^KQ#@pMgMqb%CFGYbFcLOV<@*#AaB%WB>-U1!O@y(3bn+LpL>KpwzT@EZ09iO6r1^G$@VkXYxWS6&|GRU z{VLrju-t4x`QF#}E`o>|ps)w1_8jya`R>b!n%M4&N9Pu3a;`gXQNkbfo`gi@NBzCl z5vlSv*CxWSnsl|bK~_;AvX6G7c(2pmcB)85hR9yv1O{|Ygpanwp~11SN=iyH_d5)K zeZ2q@+s1rDv;iFP(3lt&LPA0tMBfJe0T=`XdbxrQ5ZtcMN|QCt_7yjbTUMspD2De8;9Jue_v#%;<7eEli~`mkn1 zq$&YYOK5tnqQ%Q)=U4z#X7TY#6s(jrmm5qM7udbkmdWz^a?K3uH$|Ik0sK;)NZ(~ISs&d=6!FlqqZR7d-W#Yr3RCL>n9~EGVm*IP8FyUNmm}IBh=BeMQam%a^8*Y4#qM zaW8YBXsJB`iB}LXv^k_dK|9g`S~aMO?aI{|RE$BoSQM)9KM*84-Mx4cL{|ua;Ee=#X}n9EuT7>f(RtY3!H-!~Nw4rxugzrci{z=XQT)iVPwdOO>7nvl zx5t)2D@PcAYT|y$Q~4RdjNv-Z!653IZ-bMv?T6=muw+-u$ttwDwth$iO5ERaaBr^F z7e?ZHAB-C$)_r6XZZV&&6xCVNA5-=Vcol9N7IbWWpzxVi-5si=a2~@pP6e&K+_gzX zLOF7_w+O8XU`+WZ3;W6MjRkU&E%E%FnkAqO`qB3vK$Oh$!j{&qnoECp=w-t6*3OG` zW(v~X9*m;>RTc>@Moq_bDwAe~LzzxzDwC&IT^}nwsg74QH@eD zo0G%zduZn*gH&ack{kD#Pu)m`*e9}z^vTZLXU;<+W|9297&qJQwdc-Q(g)FFDQY-dcU@`P`?2MMPUUWhQLd_e?``%M`Bubf)3` zFr$ugv0?6@LtaCmb@%db-rUY1-@5Smw?M=AAmzXT=k31cWu2fpa?hYQ(NY_3^8-Ff zD!;OZhvuWJ0|H#OFMO;o(Do#3%&QQBQbMiWA_$Xl(05zp1R&bv7o75vl2=IzU;HQF zC`-Q1I||Qkx1@tdEk$+Yy&pc{rpEZ?Yvas2@w#&qW~^j#DROr4-!l>~8V5+Ep&577 zu4ph>X);%aX-KX~79V+X5D`#6I?1HDojKldc$E1B?%+-FVe0dy>4y{2+i*59%Adi3 zHsg~YWs7UhkM<*Ym3GRW8d~I+gX@u{JKG&W&Zfj$MKuOT3>ZqhV*V;tqpPFYLi(bW=ni`wT<_E2!Ne@MIDoO~` z#x$;2JGtY(j}^Xqc`J`VsO@$>LyN$>v`da2%DFaX31K}juT|*x_`A`T@d4M_2<2?` zb*DlCubT}vxM(x{b#1{Mn~aqQ%sKfz1FoJ`?O-5H9#*Egl^CHaik}3^43^$AGFN9K ziR27kjcUF=g_u*Kt%U@)GPe-;OJ$G#d@&KtvYTYHSXLOD5K`JOEZl=QNbj8HW*O*{ z>I34M!uB_s6E>Avn9k)b9BdF$sFOfMi-@M0DK986FcPdq6NE_$kKD6;JQo_7WsB3M z7#SEEkk&nj#CyQr^mE$OZs%0mKt%@TMtHPULLaY1l2mT;RFmq42;1pmiuL zc1_VLcfj!(5qNnT8kIBt&J9#|4~=W|W(<(32(k^08|z8Rz2p6&(L&3msqKPtBduU@ z(+Br**@#k~Maq=S-%1}O%X^n)AB%Wy7|p*FH~pd*x)@s$SrE2OgIHCscKy*iO^qSo zW~1Fc+^`eYs)jrxtp=;pg(DJKdqY?Q7>KfM5)%E6)SToB2O)Y4L4UH?BFIXawl-Fy zkiutJU?wDUjiG%4y@&uLp5G4qHYdQ(uZ9%zs8u+9tbl^(vR7;%XhE&{klczxiK-O>&-$uI+0;U6s zpvy=ujM}LYn)`HUH03i=Lxw20*4N!P=j)BOz%Oe0oS~i!8-D%iL}Q+2+oOq|#GV3U z^c%6~;8k5v?)A%(xfY69%B;Wjx=+{%hn=V0SrwmOHV;jF-BBRxh_&{$oBYo5DCii$ zPglzzaiBE)jyp;vjf^gA6m#Tr+UtBQu~NS_;5{w1`fg*9(c&X_o|>60i;SB&BdX9s zJZXR#S>T^0)ydf^{ujbE?A%X3<8|uZTBE;$F~^q-dW5}vIlL&gJkzg%$i%EF=6y04 zRMfSy#nug@w3uk!=EP?7skjYZW)OfX%kFL0_=|6O8*ra(TicK;F4U3hG{A1MJZOc- z4SvyILRtK-QCntIYGI5+^#y3s>)o_8ufSZUKSqB3j?T zsr1!Mci-Wkb#JFYC!b)MyRjSU>U7ZHQs3&LMEmVJWl>_NNf61K+#V7R1l)(Ud;O(SlzkAIfln1)TAX#2{$lPu_)Kc zch^cKmeykfUt;8@d_Tu-x;Kqq6rhK`LKp46FRJ9H7Z5po+;uBXhjI!K0%oz7Xh;7k zgNS{k;YtYrM9tEzh3(@K50(fmDzB2RjHYZwEa`K=k-^!xjyz72X1yyefqQ?MqO%}q zv%(`=Mx*+kLuxvys!rdV$5RkrV!$q~>^1h8BTcZ)eNTg9e%Cj#QkRgMo0TEh1HFdcyBcUWn0Hs&R_#w>LBSby2kJY( z=A~qhr{;#kG-g~VF3o(m(5cZ=2e)$aMVpY1>}!n(Il zOZpNxzJ>fs^F?($!U|HYrU^F{EuSFWm0~ny5;>_E7#qi#c`kEs$t|Nq(vW&22#go8 zX(UffFGN978oqI(uj`5osC% z_8m1fG4BT52Tx3^xJIy!M4S$pSCLfb(G}08RI&_-jqUl z)kUNu+f3QcZ%p+FB<5F0>?Tu^5vXLgYC{fa35`e9z%i9U9nZZ)ry;^?A!A@+QvlV= z2Q}b2*c`<7k3MVvTWq`*0SdaQLtBT}4H~<|Aql1>2nMj2da&(-8hU|>} z`zTUdvJMJHKC1s`IUDVkGwxsMRC8y&!2K*jx}uVmj#O#siprxM%4;%NzV}BQ%8}ZY zE3ZWh zKGec^KbjGjo+7iTX{g4@FDPI{>Sn`S<@qG<^53u8|6MPFZv@!bC57kKvrmL}TnL)} zOf3T4(#-*}QquS_oiqOcFvXsEQ5~l;CYarqxO=_1`M13Pe+Xi-dol=YZ&2MG7@c?8 z6d?PQ^Y?08Jl+VxY$^e}22EeENf3^;6cwF$`;P@95G^=37avd6lW!P+!0SN4=sc=~ zf+z$ONP&tlVluK(O#9~G&UOhqP&8zmnuxiN1Q-$xg^5rfT)&KzkH=Y60p-bps7S$( zASwYgL}Z>F8=cEtP#As5cC3}-i7T|x`3~s+85$v{j*kSX`z#&7;ft5$p*Z-+Niryp zQxBOk^~#9?wpAKxQIWDiBUjJEqxxT8U0uaM@!+*?l5g{`{D`=zCCOO8$=D83TL z&(F_;5NVBL{GnIr;lmC>j61#vvs*Yp>$&;BWpzetas!H!(>LKjFF>1t*d_-n1cG+n zggUA4M=7H3pfTw&m%lDQA5OABo(Wt($<GMr=}d3GZ$7!pX7nh|2}-H7NR&t!rPG#nK`U0RYuLxy6WXfp1J@&EiUp3RJL}2 zKLXO~*3)GuHzh&+e0EX>eSumWxHFlEisFVw`Bm2zUQ7eP!#LE(^ZK(N(VckLs{PgDl2$H6}ZfXA2qg&0m z5y*kX>0zMB7r?s3Np1f4q1stChS;ILw+4T+belIbKkrJ&SS*xEEz|pe+s7k!I+}@Y z3ys9DXCYMMVg3u^v7>(e{@hAaDw@_WOh|^QtEzubW*RkL@3#y44j`>^mg=RQjlmt6 zyE~8)G+PWTjm<$bir6jF@$8M_TP}E1&gXLF5!xG1K6&pTFs^}-QS3#bYOv1|Ha7V} z(1It8d;_W40(#nr>h~6sFEe>|g%Jbh90rzrbS1AEBJq}Od#YZvmTS4$g$va6urAVe zS<`|0#P=LYLUTc(5{9f_d(}3-`|@_aQ46K*7G$jThkFrlE+cq*{9TYtUZsBh8It?t zQQ-T5A(ZJOWn+ih&(&QO5HOp>K~_K^Fllx-igmrdKJfS!4%piI!#|XXmY{e>I#nuS z!5q3R1CgU&GX>@37uzf-(*Q-vzS&1{dWiSQssnfyq(pASk2&!&5Bn?>$7XnxJhpPc z?;zYO8pvB4dA@P$N+k02^9F_^&JYpZ^Rvt&YNfRw7rA2uaB(X(mGKtN~WEc8yKc#Y%cQL~^d{L~rM%&|M7fJOzr%q*72p|h{ zOOcFYU~RML~RF=Lvk<3^iaW=d(>kZAM=5lc~>V zZ?w)9_gSJBD~lbzSwB8LqZN^Bp&Bk1Z~AS%B}sHparK?~zR@EPZ7-&!Z2$eNc%^;o z$RT{Hg_5_~;Pj?ax0J@SaBs_W3yH#@Qsq=AG#M;RWI3Jvuq_uH-4Qu$cFofJN6%0_ zuCc>kNDK~s#7X(XEY;DY_fX~guwzJ}9mz-2Cpp=QcA`l2JgPF!-9+BT%4O#RK&CG^ zS3PK6(~1r#u9^io_~&}cx4A?>7TvmX8`2~j|^L5w=e6B2{b81wJRCFG-!fuSwNpwc7 zW*-u(w`7OCaw(B?hF%6TbujJERprT8?r&t@p3FYXCG}wAn>LQJVI!7ic+*0wkW!oZ zic&8Zb)C539)wTu^O(T7ce#%*s;5ekvdBX+_|!yRuP7K;>F|15Poa{i;;tY~;rTBl zMmF-N>tMMY6ec#I{aXyd7T6#5cGvP7h3Z23Rk z4uk~u(qvl$$tprK6@G#PZ0qLY3Dwv8Up>9aCfjJGjv)zr;i_}0i$^b?0cZf6BZUE{ z94&)W}(35p;%*#xirXQ04c`2!BAkgO7^XcDVmEjY!15I+d(6xa`ND>C}h*_wnbcwL8A* zr*lZInikop0b(o(JvkO+mR?ryjEg{tkLeLp0epW6S>@jE)ov{T)xv zk(|aCDT%9%BMD>G-Thc@?Wyw9sl&mLiSQ|nroM&bv5Xc5R1eaD7ASs=_Jr?kJ-XTy zQ}YzXpn#^z@zpZTy-J?*NpgQVf2A-Ezi|b_$6cl+$rOM1K6D5nB)Ggud;CvHQ^nlk zhyPO2^vDJGx@?PS0*gC^S~}s;5BV%v_)AdS9>i>-Bv9 zwv_ryalOsbEW^4Y7~|+w$k=C&G0Y=xP=cI>$+5HVz2YMx)`H0~@?Ow|+8C?_GG1d0 zHr`n3GNY48fK63h{_I zR@}UlE^P}(R*=fR)uU$)r9kg0HMJh#LyqYOf|3{(;Zh~Q%q|iRT%F6nXKA20xD}Wh zU&Y85${F2#7Tc!MpIcfVzG}qTR zeIfeB9M1BxmR5LCv*Gw#!&nJh^Uk=F3x*3*ffF~Wvek6};jkF}uJ}CiuHMC-xrEQ^ zc8B3P3B{+b9KIa2bS!Wi$Fr_3m9|{h1N+=p%)o$XGrp`(FPg*OXoUG2&N)zlT)KDh z>CMR&=4AN~7iFY<(4P6%0sk{Q+)?5B;ZHXT6fn17~%ae_|rqL9! zlDTIOA6`nk^Ot_VW~8wAH@8BLvR4oYo*qt;9iU|M#gSp~+e0^{HFO}^xK$2}=_eDYac^;93e zqb#bF`aW;E{d29;C;gsRHXSy63An`%ZYcsww33UL-9JwGjHS9sU&eVYg&vtB2wOUo z&NfMvwN)%Fu}Zp|ReTj+^p}!%qqm=}VQ!W=CYGumwlW-#x0GExQExa=%I}thyE}HS zW?OKU+w)K zt^-X-rVsSr;O~K@>ovstHExven(ZqOJQxj{rt?R;f**%w> z+J|=O76pwiI2fmEXLC&vcUd(4jMzwPe@T)=zi&!HHaR)dg!n%H!|Bm0aVcBrZ4i{wnKncOlC~(&n+H0EADFQ;5+l9p0eAP{`Jns;X_JTY;4*! z)1vD|QcKOP0S=mCGUdNTs2eRX``%$KvWO{1Qbvse-GhGJGyZ74)b7Ic z($YcBK=FO*k0S}M=Dv6{_wXH=o~UzO`yO`~p>oRuJjrwmx>sAtNIAXMS+<>0 zCWH2BJBlsmM3f!Kzg~5-EAp>@8vH0Uvq81}V)FcruMw%*PsnASQPxvQf8#Rze9;bW z_O_?`!x(G^ClBqkr5~=TQ|p@;>n<3KIq1^)#8h=h4?I12s`u>UEu6<+=%=_94NfL1 zdXInb}V4>SzF<%T$&D{SU>ez@)=3D z%EK{BV>}*H0hVh0@e%R770YK0ZFoNeK25?_Gv;~^3~$(e!hE6Iu~Z<{^_S4o{roY5 zbWKf|xyRd<v_ofOal_8H8sYKXyzi8|p5(zb!1cS=XY7UU zeQPg~Q$%0S@soKyyOwpioWWo<0NG&SsnAhSpK;3@4JZX;4HsUZeGHt{5$W0)wHp;y zxPZOXty$V!w5&#t{vzfRI#C|a1EoY%@9+y-hxRu{A1L1+K6)B)?qZK%yYGr}cFv=0y7gbbhz$;>Y4UK3DF8f*XL$QUAl&2ol$6lwlzY8l zz@g9(G?_-C4_141Pb+1K!un$UAPVT1y_M!bN#7%1k3pxS0F~ICknm2T3F_!&(OZ`n zu0@G8or-$@#CM8#q>%D?aI3TAK7tJCaiOT}>PI8p>?ya2+k~ynriaFb1q2Kh@owcs zyOmtD!j0T(Zw{ezBH{bYwleX(ec-c1($KbpXAZ+%=cIg*;=O73AY%W*AvFVzU8WX- z_m0^0YgIu_MCjmi2mrSW(zAeB$8O@DsOMkAI9OcnkXn&B>T_OMM@PqhrJtPV^=--H zTB?II+OjJ@p*%*y_ke*-+c{48+S>P)N;V(7xL|!di>uf~!mjJE@5(~zDS)_w$HL~k z%X#O@LiC&z899U;Y;;jhhI}1R6CoI_4kQr=k$~CbB#uD?wJdf)yUsCJ*+h%6SnZPw z-Py_ZC7Q`LM4OcA`O?0jOSf*NY%MmkN(e;H>fw+2i3Lsi`7rH-)hp_OLw5I1WaLM^ zp7zD7bLtV28h7Eu@RQ0latM852UWyr2KNe|7k)4kKrpd^1pk8vA7BwV%g^4-|FN@LgOYj1pX|CD3b&^=>Yjs+N z{{qy*uRz&({_L5Y*|vGV4kouE4Sn^?D&MEEU3PPF_1)@`VrIsSDNP?NXYKP*|~ zqo^4ZF~|uRTRh0?k>KSa0iOMlSytE7aa6zW`qTK~#B0{d6n~0r;RY*k>B& zE_iRg3+oQqju&lS?=e+67<|Me>VKwUKV5`9GeKj&SE{AO!?EYZes^YfF7m-48qsZ)d<pAs>>wXSS*8O$|p&o>@jzv@H#n=$f+A^wS`VEJ;#o~rcYB>F~;v;T-rAsKa1 zLi*qHYNZ}uo^S+8oyRAJg!z9it(<28TL1za*Wqdxxa}i@BK{WzscuFtt%}dX!!7uf zq~UTLWHg5oKwv;t2DJx_LI%KsIed?i2!qhu)7)`?^aqULT{g0th#!TDU*6h$FWCQ|pU!+HF^NAauEWp2Xi%Y~;gB4GJtFCm`Ny`q73sZlz!#si@*ka8I76 zrRG?*9+{a6{x8B-9$feaxGgs@!wAbFr<)Z|eit_wwzykYfLy|G=-!p-v>!(WLGB}f z_NEz=l{i~#)lcBxpH)U9@9L>WpsVge$0)qd;<4swxR|Loo%yj<)5y>Wdp-eDRw*jw z&_2Gk1m|=l$WTN%-X++|28QAsBLNb18Gv>T#c*klK&GXd$P+O77N*Et1`l#AH=?OJ z6n1Y|1^~rzVLRxm^FaUjVhD%*I#)+>+r_z;5mfL!KliZ9$;oL;)8t2R1AWUy>ZlV) ze9E9EA=P&pzF2nbb%hC08JXV9)DS~;0c0QfB?3%_*^R64MpOW(>TwcIlV%~{V^yqm zk0qpUxE_Hv%4zcwnSE4cckp)8t^W=RynZdLhy4BTkboC8$!asx1sfsBDBF6%( zb4zkM&;h4kbz5UHg*5>YnY*h8&-gv{g;NkyHH6tLBlW)(F;;=tD%83{<+(Smly|<& zYV$HMoMOvIiq$E@neS%50=gZ{tjDYMOLVOIeQSB6(B27JaZ+WuYX!M}88lW2`J!8K zpzE!9aZ%H@{ryE}l`?gE?U!L6hh&)&sCTTNIULgM0q21K&|VuqU$99>|9IVJ>*@>R zu2ge!#2v~wSw0g-^gcLwH$d1-oD>^F)`zIp*^F$OG7^*>G_t6HX{=0Eo)Iu93pe?L z3#50k-}Wm^rS7Ry#F;bsHsmDxi>KZmlJ!|)DnxWRfLt`>>x!tExIx%1Hc8LE#0VIt z?cB!qtO${vEk!)}#xu|}HboXxV6PyGpm!{e+Eu_Zr(~R zCp->=kVs6|&=4u9dg_G-59ruTAuOIOvS_-x7}XGWy7|QpNbojuwBrmizJMKpFaYxM z=@8wF?*s{n#j*!8*<~~X2fY?sv{+^DOt=Rz>dUKY;mkxZqo6yrtS=4tfeyJ1^t3qM*fKGCwtFqx6y;E;Hx7cT# zUO;LCh$ArloP14jy^kY24B17%D9v_`vhKG-fbCjZwWhS5TDKZG99Sa>{zEtn3JpXNYH-$kDdu*!+ywcz0c1o7&+03uLT441WEni z{UB&jlS1ws9orXRxNem-2Q0m3A@fw)eGZ zgzhP;WMQ)Nxg89y<}L^Km)iso=O=UUcCy3N(J=a~wyvpg{5jW?VYi!Jh-b9SA|QHA z4|ttNy=h;nI8v)A#U{&(ZK;l??Lo=LbXp32ejW@7dD-7rmWb+}7c4AruC}DK8v?z6 zgnw3oc&4AEryqL3Ft1!_udky^-kwa*%DTqetQQt1A?&ghniM%wvOcBOB}uYkj^v3R zdQSSqrw4|=sCQJPPaTl3(K1^->kxmt)4+#fUl`M3YM5gc-AnLvYbP6Iv}7!a_f8K< zUv#??41J{1TMd*#yRgsXBSNG+ag_sI!)a*1zN!EQD^>h$mJ0C=O=1@tPl^{d6ixut>ik6`pQ5xaB$_C6b5b0O3U0Nkc+QA5 z6ylGk=Cz#ILzJ3xP3RaBw~4ly)z7;X<1>Qwu7^g|%O9U=VJ8&=A9c9X@T~i()5OI} zb^+Q1?bOPS=jI-7j-^jLr){f449~@h5XBAm0j8~9@b=J7tw`s8W%??Wd`&#^e@@Sz z-d__j!#^IsUxzVN>c>>a4bg8tnMt~Yd=a~Dw_b136U~g4%lVGBJrzD#3JwM2bhiR%<^X`!} z6OmGmz@Zey2ZIb&tgO$?7apZot82M(Y~FU~p_q`=;woEpL(1MPTlqS$M2S;pQ_2d7YL94h4&5ng{`QDZ*Y3NZ z2xklT)BO@c9cMD}89F%?(27dgST9a8((Eq}qR)`3r-vX{c4aaR=RLH~S$h62<_4Mf zt6RPkU*4aSA?hxW!uZ(URxFWvT}=1yiMz|=D-5K?&|#c+K}$6@soE*2dSr4j=3{mB za1p_{yI`m&S5}<()s(yU##QXK4`2@FVKw)d`b|5vU)=1mmUu-aE&R8#<+bZN#rRhz zT3im^B)F_XQKMR6Yx`a!{`Cy(U#I&Z?o*?hnT8D2?8Yvk2*(D-EN9kWNX9f#cL3Ql zyA+7v0ecE;>UT-!Bz!9nwdxyNQ;We_pcg4>>cCh30_Nq7ruBkvZDw8zj9O}yt8fy< zCiOzm6&pl_MyWBx9d8CJ-LamyZC~ZoBsm=Y=p1o}p8D}{(m>oQ7oBT!-~rv&Y0y^`dIKA_a5;6qLW9qG?jtO@z&d+-F`3GV=>xiC!pXn@PJMe?^C zw#d`=YNAgV0 ze`lV(sKXJ4+s31EbYWP;Kp88|=V(V|I1(U!NQTv!(RKh!Ty&_$mat70N zSV))5Yz2%p7dIKs318HRm#6Z^s zE4H%W^?qvaoszvhuXL91b8)>pRVAu=bqxrFG~2dFesYi^|D&y7H<$iMn8LhK{-cX; zh(pcZrcM5v8^m9eln-2WB0F->bjtJoB=9A!YdaS@_L)GwY8l&y^#!SL24v z_y?XiB&*x&FUe0RO{h<>%Z>ht2xDX{v|TAiSh%Q6*XMN5Tj?|9z8KyQX?(w*y@VHh zbYSx5Ecl>n*RJanZz~Olp6&9I8rVPACOOGXLu7TYcYkdh2u-+*!5nz1d_i8zi8^u> zKV~`y=KR-3H+kKY_#1rf$7zs@yhpL8tiOjX^YQb?E$<9pU#{>^FDP(}bG%m`9H0Q| z*3>U_h(|XHV7KPXz3hgAw#CjA`mIv*O=~ykwKpjznYYfKrBQsOvjw@Pa_ze%07+kQ z@XT$L7Ugj$Jm+>GwcWZCVE)CRQ!79`5u7PWl`;(TjDNnX9eyoF_a=bQ?|gNCxNUNg ziLC~tBeBMxWia!5{`{kU%U=IN#$lCvQ#Ca;VOiS~y#DzZ87}PDwjuB@{Ey!s8*un< z{c~@`{J#bs0yKUGUsqepL^Z>>m+c9ukO--exu@u!@b}`zgl`J`z}58TIMDMfzzV#J zlT*~(-29;3VL$l=sQ6*_Dfu(W>i8cPr(A$`nu@EkY_tH(1^{~%O>X-pzmZ2msUG%> z2mbUbwe-xt?cAkHNI59!CHGZQ^7~Hpguo45kqW`SWQBW9-v9omR{QI;(?Wrj&p3F0 zP_F;XUsVMBMM4#rO|yom~D0hjIJQdc$D;FF26w4s>pfU~r!U611lC zsqK27=tJLkZqJj3V&LSz0{)6hipszZSi0-06&W@B&h@O~!EH?WWuA8t_kW%AlV_Fx zwq;@N7P>V%=odK!m`;S%O*_H$$difj<;61ltm+U>&XL3o(*Fq`EV=4?GZt>Mv~KTf ze?rxm|E6il84|J~V)#_SDF2XJON@#yKK51Hzkv6m-4Q7PN6A zpM}9|C3o#Bf)8PS&Epn9EUg7IOykOp8#j{S@gH)_g8Ovj4{o#qcBJcbm>1zu03C<@ zd2D8rA;?_+3)Vku{06uS!S#-hPLMuvqV@jZ-C1Ma@+^P($4RHAw7qOhiBe;0Ap4$_nC>6uLjP3VeqL&An%EdO*$MY3TyV2 zIp0;^YHVpsRp%-%j?fXH(h*J-du3w&s71D6l5v!p$+P;07q@u|?q#D><)yPpzQA#}IyxrIYrEqF|S= zTmeuw5ETNo=@Ie~CVsqv3%1kpEGbS*w)a*uP8b08p}@vOVK$HVwtl{?itI5z=cb*= z)~OL5oCY^(kUXeCf%4YYRy2VomUXW|kpvL+5ipWhP_SNWhH^&*fYNwO%Z~)#`<{j{ zy!DHTZ*VbAhcJ3}{ibcFIF~P43D(Z2;RRt!nhx<@;%=^92D64R6fF?}%f{P8)1bS`CJKZJYY+Xhl0RfI@cSlAfMkz^XAK-)`nh zT{v9tT+%ZXmWq-Yzk18My|VR3feLd3p@OxbFYuXu>o0X#gEeN3?9b`ENPWsY{l|9M z)ulX-T-=>c`}jsWLila9BMSmsWn};$WPje&e&0(@|E50M5oE9OH-=7dvhV83P>7PW zSiZ;1EhaYdCT#`h<@NJm9zVf3;RD9F2F`xK3%p?357T*EMq3i^El5g3;B_eE`eT|w zo1EtQ8BKL*ZCElESpa2mJg?eS4-Z@ek&zTo);s&u2rpPQ3pUzVR*A(=+2-)Pc{a>k zo0|eVR2|5$4a$WO?u)&v4&B}JxG{DiJu~udE7{}T9JboY!D^<%{_cGYe$!s+#7@zl zZX(i&1pBd|$9)m-8Ts`mRtbQMqu|WJZJGmEAmpfkSgb}%tP;8@f3t|wnzCEFi$}|V z_h(tKtn~;DM(hmJ#y_jHBN2|nXWo3qqFwBy%IXg9$#XO*a>8i{i5MS>mJEYK-$I5^1NGGm`Mgx;;k6m zrIzYU|03e{$17L2dFGhZciMKx&2nfwCzaryw35=ag|qmtWcOmiXQj0(IwOSxys_1u%S)>!>;ZrNc;h4a z5swRu@^g12$8*(@@4TpUl5H#4B(PfT6tNH2)L!Xme^ZS#vhx~$Q zxO7wYf~+|im1&NK3B-+-yZs0lGtU%l?&|7^=Cic$pNNd z;&&DP&PC9u)Glv|Z#eaNw~p~G>E5K^&;q?2D_dq34&vfUyj$;yh%)~(3;sdM-RnKt zeRt$LW;6CI)&_qsy)qldv3NEfE>AHET;Vbc3>g29zh8Z_<%qm}*?i^t?KQx^Zs4a7 zxgUtOJg5q}qE+jXls+?^5@vwSYpUC=6MC~}s3*gaf79nXwl}<4>SvR>ZTcMJ{WO}X z_y1y*?p-QmyL&J{ii*-9eB0t+HX0apwxYo1bS~jqq_d z7as1yZ0Pp1L1hM=4Cb#0OP>db#n2RguJO_G5-Ud(zmG1e$-KDFo$K}rIweb)xSu=Z z_{z=a)v`Y<53C3H-)=&!kP`T&Ex|}36HPhMH#Lm?HzXL>Z31PGR3D}KIpL;(uq%kl zK@}rETIs6bWJ6U;0=if6osj|RLfvdR@lgd%L!)yRzI2D)U_*!VSc_jPI5`s4nEL|8)SZZfgBUj{opcQZl@FmM9882x__faJi`zRK% zFt#pC(mZ9%gDU>gpC~(ep%f8(teIYA>&6RZgH7kwE)zo62DI~Gp>B!`BS8^!f^C$1 zL`|^C)!P?exozP0BYk`!5B^r4?^?bUoic;ul&fN`aBQkTdrplO>Kpv>xs$t<*6*Z0 zK-eVz>EmJkKS1qKIgbup;e#?>deBK*L!^NeprWG_iEhF$cuNrVB_YiEC?5Fdy6Ay} z2?*v1foN%O*og8y7>#eJ?nZzg)K5e#1mta(oM{l_g((SO^W;aA`T-zou!dB#jwC*K z0ZM+~h6$(&S*RN5^-m_QL2=l~AQ=rN26F6*s^`@;c8x%`@%JBASH#_+?>)T+RDt^D zA)pvwG8$LHkB#udJN9a!q3#Lq+f=5&n`QtWhCwtb3hJ%_Cg>%^AQyQgFa%-{Q{R9n zVD|gR&iwsjv9Jn}gkaN|c?_T>)}a(gnOzcj+rN%A(l%fLLViw;?S96Fg;phzOK2!5 zv_T~7FG00XzD|CbI@&%68sRf2|COOl1s4=0KsWNTn|kGdv1V9*71G+FfMtl)Ie}n8 z2;d~)*lU;GgNJJhTD7XCvk-rl4Ul;dBC~i2sP%`$Ob7|0EVd130cIMP=s*(}=8Rl| zy>}3;<+2`EsfCcISZE_ORwbE&vLiD`hn{U6j4={{_(qDa7YHDzer(|4tF? zL24Jgs!^{G-F}7%v+N=Vh3P;sB`XX%k?f0msXpaP)0g!N>|%=WkbsDrg0IjJxu~%n z6lZx~4%AuwSXIT=6&QTgaK=iO4lw(upL(za4pY}yV18RDh>k;oe&tb(tGGVoW6xq2 zG143A9fU@vRt80}yAs`BqC|{g`re28m1}CGE%Qr;tOq}!6^y7Em!Zf*_;Nm;&K=$m z=HFP*I&~%HWYvZ*kR(1j`KyI1bbnunGwB8H|<*0lZ8%0M{&9+%o(#?lS=(d87c6O#kk($ zqPw8A<3B6TL!u+~Zr`fDW&F)xJV)N?UiS}~FY$+4rbegm67~j(bLTv!Eu6jKyNX!+ zj}O5XzM~<7j4*Y+W5;SYe1^$2xzHI!L-f)nbOk>X&l?J6peQTrR|9h@>H@OvvbBP1 zC5gRDN3e_N`ovAUpe=nIzR2DUMbI0(jO&IYPzZ%n;8Gm&T2Becl-zy%){Ke5DY$t*CGites(pd#kU_ zC0094_P_HOpMlE|3L|TVX7Quzw;AW3XHeo`I>?b#TY?CY2SExDnDw?fo*|!Apx^5E z1v+~VrXXP!Wv!9HHnL#7H(vIrF8LxFrQ!pdcDu^QxCc!t-A}>;IMx$BHJJuv3v1@j zK8ii(=J1Gy(loKv&6{vuWd zxoJ2^i%2t=LA`LQT2H};urx;ln|ri6W`v(5f6F0w*ED3v!(g7Nn{(a0W1a2D(k=dG z)Yk9EAE z?=IWSw1prfs!Z8U5J5ve8{V7O6aAbDFJ(*4zictIFNek;CZ0jQ} zA_;v=zXJY#BUfZ%o~vgF6n#C6bJQsN)dWMOd3O^0_$DE7t5L0Ja7K${lUc0SWypSqG&G!(l_&Bun2 zA@2gcj4N*)%)jN!WKAc9D0^l?8CgAaf-;qtURQroSpeS9`QN!f0iiKXLPQrZ+alpm zNR$(GaMTee7N}2UwG0d!~`3}E0dPZ?8iX;WpnOB}0%qO&o& z{v=nLVt3Ke`0!J{?gZ9{k>Ru;(xj=v1Vmm7zrJ^r9!(gt&nFwn9x|K7$?mf!CP{b9 z>e(ch(*#NBvk;(5P!`=!*rB(>s5=)hufE7Rx7ETByG>SR1)ri>9HJ{NPc zJcMgW>v_Rk@luk>kK{x;$z%jM=We_P83@7tzB7|M74^AFZ-V1TF}M&U5=ES<2GTMX zB+Ay_^<`5-yX&FCf*0htVVN* z{Oi5s6;>d@Sc4|%vOcqQ&kE7@EH?%B7MiTY-jxDRHeV&_M?&?-EzPc`1|5A+=%7=4 z0Pzk{)R!hwY)ZJ)2N_ow-_uJCBH@M>#f}L}*Cu**B64N>w4&e=OfYri+tz{4>8*y# z>J~c^V3ReKvxQw<4ve)U4v!}aH30M~Rl1DW_z7+oydaN?u{9Yi*rQ>+Xue^9gCW?$ z5I$ISa|S^>U!WA);m9@>^Q`R6o3H6sP~w)T;-vI-U_c%epJHYC;?W)bMMB;=;&#Cy zA*UI#MfqQT7Fa~5%?quT9ftRuSPD^XHxtdwTkv#Z`E47Mwz!Zk+G5c7 z$PG)_t;9ORdv|(tx^Y$-Sp?fUl@JO78~gArK4M_0CEk3BiyrAInPW113!_b+rX#F< zoU^;i$#@i_*YH=3KK}0h$o_|`!?LSWwLCE^39Mdlp2qVHbR6bPjtULsf>JEax+BSZ z%yn%{dKarSDmBdvqfEgca8&kozu(dfe)W`hrGh_gu)yGBf*p)LJD{wtetOJqGa7RK z>*-oc>5aJkI~aemKia0MAe*nADsC^B#A None: :param warm: If True, use per-query latency (index pre-built). If False, use index + query latency. """ mode = "warm" if warm else "cold" - cbrt_label_delta = _CBRT_LABEL_DELTA_WARM if warm else _CBRT_LABEL_DELTA_COLD - fig, ax = plt.subplots(figsize=(10, 6.25)) + fig, ax = plt.subplots(figsize=(9, 5.6)) fig.patch.set_facecolor("white") ax.set_facecolor("white") @@ -198,10 +196,11 @@ def _make_plot(out_path: Path, *, warm: bool = False) -> None: for m in _METHODS: x = m["query_p50_ms"] if warm else m["index_ms"] + m["query_p50_ms"] y = m["ndcg10"] + size = _marker_size(m["params_m"]) ax.scatter( x, y, - s=_marker_size(m["params_m"]), + s=size, color=m["color"], marker="o", zorder=3, @@ -209,12 +208,13 @@ def _make_plot(out_path: Path, *, warm: bool = False) -> None: edgecolors="white", ) - x_label = (x ** (1 / 3) + cbrt_label_delta) ** 3 - ax.text( - x_label, - y, + # scatter sizes are areas in points², so the marker's radius is half of sqrt(size). + ax.annotate( m["name"], - fontsize=8.5, + (x, y), + textcoords="offset points", + xytext=(size**0.5 / 2 + _LABEL_GAP_POINTS, 0), + fontsize=9.5, fontweight="bold" if m["name"] == "semble" else "normal", color=m["color"], ha="left", From 0a0b802fcd2d941272b30e231369dac6ba479280 Mon Sep 17 00:00:00 2001 From: Pringled Date: Sat, 12 Sep 2026 10:06:28 +0200 Subject: [PATCH 5/7] Update readme --- benchmarks/README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/benchmarks/README.md b/benchmarks/README.md index e94ab5f9..a8ad2cd3 100644 --- a/benchmarks/README.md +++ b/benchmarks/README.md @@ -148,9 +148,9 @@ cbm = [codebase-memory-mcp](#methods). - **[grepai](https://github.com/nicholasgasior/grepai)**: semantic search using [nomic-embed-text](https://huggingface.co/nomic-ai/nomic-embed-text-v1) (137M params) via a local Ollama daemon. - **[codebase-memory-mcp](https://github.com/DeusData/codebase-memory-mcp)**: code intelligence engine that indexes a repo into a SQLite/graph store. We benchmark its `search_graph` tool in `fast` mode, which does BM25 full-text search with structural boosting. - **[ck](https://github.com/BeaconBay/ck)**: hybrid regex + semantic search using [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5). -- **[zvec-grep](https://github.com/zvec-ai/zvec-grep)**: hybrid FTS + vector code search CLI (v0.2.1), benchmarked with its local `potion-code-16m-v2` embedding model in `direct` mode, one process per query like the other CLI baselines (its server mode is ~2x faster on warm queries). +- **[zvec-grep](https://github.com/zvec-ai/zvec-grep)**: [potion-code-16M-v2](https://huggingface.co/minishlab/potion-code-16M-v2) static embeddings + BM25. Benchmarked in `direct` mode. - **[CodeRankEmbed](https://huggingface.co/nomic-ai/CodeRankEmbed)**: 137M-param transformer embedding model for code retrieval, used for semantic-only dense search. -- **[semble](https://github.com/your-repo/semble)**: this library. [potion-code-16M](https://huggingface.co/minishlab/potion-code-16M) static embeddings + BM25 + the semble reranking stack. +- **[semble](https://github.com/your-repo/semble)**: this library. [potion-code-16M-v2](https://huggingface.co/minishlab/potion-code-16M-v2) static embeddings + BM25 + the semble reranking stack. ## Excluded methods @@ -285,7 +285,7 @@ uv run python -m benchmarks.baselines.ck --repo fastapi --repo axios