From 78258b5355a32c08b6fbb16307266da813251fe7 Mon Sep 17 00:00:00 2001 From: LittleSam129 <1qwe432@gmail.com> Date: Fri, 24 Jul 2026 17:54:27 +0300 Subject: [PATCH] Lab027: optimize synchronized ROI video stream --- .../lab027/lab027_bitrate_comparison.png | Bin 0 -> 124766 bytes .../lab027/lab027_candidate_profiles.png | Bin 0 -> 1113552 bytes data/processed/lab027/lab027_profiles.csv | 10 + .../lab027/lab027_quality_comparison.png | Bin 0 -> 108567 bytes data/processed/lab027/lab027_report.txt | 74 + .../lab027c/lab027c_preview_profiles.csv | 5 + .../lab027c/lab027c_preview_report.txt | 44 + data/processed/lab027d/lab027d_profiles.csv | 5 + data/processed/lab027d/lab027d_report.txt | 37 + data/processed/lab027e/lab027e_profile.csv | 2 + data/processed/lab027e/lab027e_report.txt | 50 + ...ideo_compression_research_lab026_lab027.md | 405 ++++ tests/lab027_roi_multiresolution_benchmark.py | 1710 +++++++++++++++ tests/lab027_roi_temporal_preview.py | 925 ++++++++ tests/lab027c_synchronous_roi_preview.py | 1941 +++++++++++++++++ tests/lab027d_fps_quality_preview.py | 1517 +++++++++++++ tests/lab027e_operator_view_preview.py | 1575 +++++++++++++ 17 files changed, 8300 insertions(+) create mode 100644 data/processed/lab027/lab027_bitrate_comparison.png create mode 100644 data/processed/lab027/lab027_candidate_profiles.png create mode 100644 data/processed/lab027/lab027_profiles.csv create mode 100644 data/processed/lab027/lab027_quality_comparison.png create mode 100644 data/processed/lab027/lab027_report.txt create mode 100644 data/processed/lab027c/lab027c_preview_profiles.csv create mode 100644 data/processed/lab027c/lab027c_preview_report.txt create mode 100644 data/processed/lab027d/lab027d_profiles.csv create mode 100644 data/processed/lab027d/lab027d_report.txt create mode 100644 data/processed/lab027e/lab027e_profile.csv create mode 100644 data/processed/lab027e/lab027e_report.txt create mode 100644 docs/video_compression_research_lab026_lab027.md create mode 100644 tests/lab027_roi_multiresolution_benchmark.py create mode 100644 tests/lab027_roi_temporal_preview.py create mode 100644 tests/lab027c_synchronous_roi_preview.py create mode 100644 tests/lab027d_fps_quality_preview.py create mode 100644 tests/lab027e_operator_view_preview.py diff --git a/data/processed/lab027/lab027_bitrate_comparison.png b/data/processed/lab027/lab027_bitrate_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..8ca25f693639e63f4e81a9b4422b7a2ad76fd2da GIT binary patch literal 124766 zcmeFZXHb^ewl(@9CQPUp011i$Dkw?G!Auks6+sY0k|-G@C)biu2pv1HoQE~T64`g#+YL+w=;^;>(?-@p-?F6 zWo1q%Qz$f7D3leH)hqEgc?^a}@GlXold4wdO!cj7v@P@~r?sujj7+VJ46p9A*0ZoQ zG&K=8C~}aWd*?MPD>F+`9vehQqfXJH2}2>X+NME&A%Ex3^KRL5(`DU4_ESIj}IbDBQc2~)&;iPY|htsEmEUR)Xdn@Dh zlRQg|1Oqqy&R5mt|@a5e9_*gHd|Nn8ZDF55)E_Udb z``;?j{iMskY0H-JGoH-!^bbmO*>>*Sd9hGE)A|5U_W0(4hg2YC%DnXcDH z7t|-{)C{U;+uvjqGAU1Ob1r+#EcU?Neb2sqZtAHf=ItM-PIX=rFPa-D;BOF!l{X%;5?Bzm(y|E+o|%dtbh zPw5luXd(XewXfxdUTH2E(_R{;(A^IXuR!&h- z(L8CqB*o0a;+4GLLE0YO@PzBN`#bAXOg-y9CoV$(6J$?vEa=J$v?SvSH0Vu8Z$iT0|*~f=0!7Vqx>|%Y{suckbD9N3YD6&#e8(!|gmFeX2MymE#VVt*j0W zXN@UF=tx{&TwGMK+(1iffSovG+_=TH%#Wug~yxk=vt3k80_eMXg?7IiK=q zwO)7l_{WMq>@~KTO-W*6i_K7T$8B247j|Pkf@8ma{VFyKxfrK;I9lqEVfAt?t+t?h zL3%?&LtQ04Mbl!YtyzwOeU84s<;$a` zXlpCHL(qtKbHiXmmR*vUV{NXBOQ9#L>HFLxx0WIMkgqFz%p7RAEF&x|?1I9QK8H_9 z&&0k<$$KaIYs0WBu^Q>#4<4*`o*NWubsRgLsY4>7JXmbIE3(B%5vz-;huWJnyGoz# zJ07VROfTsuoOhqL7x}?zu<;o-@+yA-i_w!mLz?>h-?fnC4U)_zX6E%D@Rc52Tx)G? zY;vZ*ucaJ2etb|Rezqsj)W|!oI$AY>O~QVhqRe$USjt7RX)H*jnu8%VVb4Ar){7mQ>bRrw>xC4x2g)q^!lC|-IR6X$jKhP ztWM)+?-?^QGm~iG4=!8!LrHQb-!@05XhWuPWsr!Dqu;ypQJWuaJ0K?{QjzFrI5pIA z>uVi*jJ(W4@-t)#|2~_eTHMG}6y`o;MuW$}ga8tbO4@oM?B^mM9t z1hmnKX;vh$v=MRqYFaoT#k6hj8P{)b)qAgPNH5UkKZ~428EVZg^VlKe?u0ZW;V{XI z6cggIXt!qT{yTV%6>GM%_eF;4*T-uk-AKq6HKbc|X4_A^a-12pwX^f$RASk$5-Zb` zVjLi5a}e?T{(4)sgN*{mxfGVEHEY)JPu{(E&!V$%z2xGw&i?anT<_msMc&P@CZg{k zyP;{;yUUr%(dYM}fRqFZ@n9MEgt{z>2${B)C%as`cFp(u8$|xS&OMx*0yn;KUrN4q z^vkQ0=H})v&%8YLHRhrx@)UiE6GKV=%=$HJ7#-Yw{G3?SK!!vl=m%zfPVN~hPqKhV!?i26i5wEc7gPp>ye^; zhjW)gI8Hxr@9n*hQ#-<9|MP8XbvBRlNWpe|GoIS*;lt8j^qJO!{5{vx{q&3QK0g}Y zb5T)IVHdpqs>AWxd9g!WQ>Aa`6waUD!s;^5*InjUgo>}FrA2C3=`*e*W_f*YAD;kh zX_ffcx|y-wqO!6_k)h7dWqmmG{PVAi)sg4Sx-yb+Z*cA^V(07Uvmd7Ev=m2!PCga_1O-oE$NqrHu>)9L>+G`FH<%j z)kMaAeL2(m>E5%;goK0;dmoajB+LBybc}{38oVZRx_f#~>FVlc7@Iby-O9|&{301P zcUo~c3gL+O>1c2NkYzVEkWw<>JT;iwhNEg`Wu;4!StZ}#&yX*jt(|x7-TU6&?pmUI zb+oIb@3HCGgsUeNIOvQUlS`6~kzQ=u2M5<5F)}i`XN*KqqWCQSH(-6!aJdUh1BTKp}&e;i)zk)A7^8XI~y$VR`M^ zo0i4Ad+PDN8l9w(y)oiK%VLqQu zNtf%?Bdq9-v6?pz1@$?)CEf~JHEbsz`qQ$A z`w!J8Bqa3IX}L($m~Z3JG^*v{avE}KzJU@|m~%Q%FkoR}p=MCb_E)==&Vxsf1Z)Ny z59jI3&CWhYItd)2*H3C-+PvBOwQ&EpxA@QP2Q_$cRwVKk58wE9NDI(1FI{(HKEkHO zomHxJU|=A~M2eG>a}2qDa1syoj)9k;8wPBZM2DtfoUwzqw|BXc_{g2wpkv35SxESn zcNHF{-@5f#-_Ndr0i%$^H+)aG0c80zGclFB&fI5pE;f4y_#@a_OY5k?#dHgG&ttp$v77r-tL)RSRcldP6JLGaf4b zwXlPZ&ZmQ(Y)-;~!S_MW9F8^C>0mQ@HnYp=PUlpFO1a$A2~^-1Lv1tedH&2HpPZ@L z6DLmw><}^u(hdb$3IM1I46AEz74cw^5N%1(DRfV`9@x6j<2)RNbDYDVoEsRcmD{TC za%w6QGO0 zN)ZE7$aQw&Q1Jf%bSC03$&FW=UzloB2;jf_a4VO^%&1;tvf*(Jji8nU_(pZes{a3Oseec|Ci`LP4eZUg)vIomtEmoZ5V% z|ANZfO9ehkk~HBey3>H&1Cve*6LlzD1h;0*^aKt7&;e57)PMYRcWsnLI{(FY8ZS>i z+J?6mksnigfBo5M?#mfgCGkpthXin~+Q76^E635DNyIx$+LP3(%3!ggd^ft1P$?qmk%ZzRJ?uLw;TnE%s2+3&8 zc1Xhi;|}(0o~%)lG9Ul(MWIQeTy?0I(eb+*=k)woRYRKjZcfFZoq(7%kxEIrC7S_i zWv*Uj!--09OSc{QPQadPUrl7BSSlW46i|us`K`JTfN&yHolu*j&iO-8YDpY;+ip;* zJ9q97CV(nXHu1C0@LMdyu3ftX7lx-K>9%i|21vk1vMDMmu4CZ8u|g#rV^;pOT-g+Z0TYq9P zbt*(7+x~q^4q-5Se0+{e3sZ%5O$j=y^h%%dH9p;U?jC4Vl70mvs8=Cy+-e#c?Usz2 z$);^ANe$(kp^l%PAHES=xQHBp{Vr^4V|Cqi{9b)I*Pw+S5L&WPgZIs!-#YsHOQl(z z@)sB8NUR{oT`6>DAW@D*s{!|$i@wv{*-0Iq<1*ONTdtop(s0G_hLTD1xgvLl<2V?y zGBPiaOPPetcFOa`swLe6M%ES#oB{Q*?G3g`{7T!7+>l~-;CkJ=V3Rp)9CeiZBD0t^ zcZ;>J!wJCXYlvRoULWR~h|>Z&Hixmsc`3fb8(z!%34V{!%FQu9t)IM3`}WH9?!8X4 z;~glzmC0+`rMw!9BD8XyMP}bUr^8`B6cYJ%^169XIYXy|BGy45_LyB<^0Ulp_0}`L zk9cCoCJvWBbsCv%%}Og`%kSL3AGmhQ-YfUM%JEJmp3kHzM;ISQLa0v`u^#YmsHmt| z=N~9&eEt3K=aI?f#wK`N?bC{bPG%Db8nzafWezNO$Vy)1=eI;+0&fs;7 zCMw)wvqEs34mX16?N#rTmX;1Id%90&<$%iS=Ta^?e3OBuIRV-6^K#9H%A?07ro<2hY54oq_V8GPfPo%bgF3M5blh&7Z#M$L_8{79GkQ zju5LuHe%3$_Rug;#oa?iy^?-R-2D5U7Qy?ptb&;t8PBQ4a87H2%VOekuCFWyX-I1D zOHr=N?nTM|WJ`;jBGfV>W;0~8a_&M8i`9x)(5y~PY{rhTmh9RgRX(VP6# zJs?~S1M11wy!h^e8rKg>fk1L!;7Ffh(nJMLYYlN260tNgimj*@vmW3T6A=lZvIKZd zVpi9m3NX!G_~ze+Qg4(b#mDyrd1_(q9g9vMtv@w2^Hm}W0U)O+2`!qcS9sf1j1ExlFoBw)ZJaXyKSQ4T`(HEp78}5z9J4D##Ims7V0fC;4F`Ms z=Tw&9&xu>+K;1p+S~S_exPN!|^c1R`gHAH=n3axB=lrIMA)6gZ4YL_Rpw=RyqK&pV zz|W_K+e{aKgn7DKszoX?TPiCnXLJS&n}4DoZoM&#6hML z@4+buj8q7?ikw<`=wR6dz=Uy(f3-u`iBoYc;OFJ8B1$3Rr`VHLsZqs%r0Rbd=YVeV$ikog}ea@jwpT&j5vehc=VO=OV6E=t0=&{ zf6&lz=&J79CAQVZ;uQ*|O6_*;tgI}0BtZ%oh%OL|%G?3IL#C}k8<<7wnF-ZC#qKX+ z*%PiF#b!LgvVFUsQNzJ4o07kI@VhmOf`)nSi{W2$G1u5t%e^n zk}k)=gO71GMu3$gnudPH<*sZ8ePt4{*rQ&QrWNWuyAMCM3#D3UX#1r2fU1T4di|3~ zVpMa(c_@4xKYy+b*IH4Qm@eNg-fM8di30--*CA#M9}!sJ7xh1aKA(Q-*le` zS8)CM@X*w`XQdX8=f?YdOb$nUFL*SD)4YtKEj01dXzL=L(0Fp;S01g3@jyw1L$r?% z9e_m_upL603w7%bcvhqF4kjiAaNsn{-VJeCqiduV#?NI~D*SYol+w`9aCgYZdDCxR zs<{+@<<{Ag$p%#+4U9{grr8tQG&MB~^O~9h84q9QwI9C**|Tc9mg7eh4DbsD8~5be zx7?Pg@fu0kX(Bd?6@oODWDe)taLkpFll$KO@iunknNX|kZK!5rU(YEefUhd(H0C&E zUQpnVG#%O}IKf+!l(I*#6^3ahiE2so}=6?Ck7(mOToWQcXN^bEQ~VSXAQr zK;$S*b%#VnpJR6^zxre1^ygM}Hv4`#TpOz<08zm8E34W8C;&G!bf7CI&VC$imBtoQ zxxbDXkPU2pB1pr_Wj)kvxQ7Aa$|Hu#Za2;lin3pzoRX0d_mhR?-15s5P|RfIOb)^6@F_cZ8_UGM|$2!ew%`K9?vIb?8j(~-&Tq^lxWov;kJDutQWGSF# z?t9j(1vlB_%b14q67_5y>YfHFe+jEBZ)J=_{>68QA#7NVR{ zpdjkK59c^CGumy3;&JQip3mdnAxMZsFnIa$CBgnAPa(Ugy>G~MkpjW1v_7_ww~?N{ z_!-y5y%*mx4QEejzVq0zZJYkHLn_JF&h{ho0yx?YBoqnTjqc&eolk7Z=?lK`n=#u> z|0}i!KpDjsr#rLehB9N-Qy(L_hVhqXqt-qf62?NL&gBjr;C4IcTI>1FZnTRpMBQ7y z+Q-_Z(YcRMkkii(bwK<^OMxH34RL8kVXj525a5k+4HW=1ph{(_x#!0ZnE-yhAGI;t z=ca}YKDbf|8e^kRRXji3hh_!z+Fk&KzK|vdt(woD&p<1o8p=E-ZvqiOIb#l>*uBd= zx$Y~1$6fasKoCz}^mZkwh2$?h*=wZmN`+$sDy1@kwxh@fdcuB3Z?Du7rkz%raEsMg zn(RpcM^fOrg?gzk>=__naEZO4c@AQvZA#C|&v9B(sG8U6-Z2ANyIf1qJ*oKasLW~i zzAs^`KwqzXi&YB}z4_4J-`~n*b*hca`#oCtAjYX(kAU7mq((+ZM^M@4T!c&cz_=TmU78bKVO?f`=jf+l-VA^^HbC}bK7 z%osRI0;PZq?7W&Jae7Jeap`)w5yx9it@-f476?{p1uCBY^Y4g4+A~O28*e z!ERQsT?=Nuv(QaWM2J^Dh7dtC<#K31Awd600q+UN^|lYQUb z?f{YeP*UOsRFdSpU=Il;&3Pe%&sVSE6G9d;){ZJm2epu(;{Kb@CZCrY@*it_{i=Em zE$u30mm^gs%QO{xyfv5Y`G6Qh{_SJw60a6xO($|PBr#?io2hkvTas<-6S}$>m(zov zKn|oR$M7tGKmqT06Ikq&hIJ0h&YruGZqe;ts_MNgr#Ph5<+GX3tm_PC-GzmOb~HuSPxh4Z*1%tG%cNrbHxef@FxgMcPxT zrfnQ3D4@!WgTJHEq>U@7|7~jPr;i_RA>QfG>2Y)v2SCrmU!=C$bLHivJ1M>25AP&{W=+o3PC3xw&&GMrtO_Y1-UH{#$*kJRv*u*p_I@v-P0lyPx2j zu9DaV?3H|@?x3`eLB1|O5mq%FM@|A1okZ#+HNQfrEm^KKK}P*RGLj&Zs8w+fk@c9E zm|`0ZE<`E6CYgm`QtzJ>Ktunrot6!Mv3MX@wRcv27ue-}ljR;~I?nK;Y`*|vprB9T z=e1k9aWGJ@uSVI4H)e5h&a~4GpJu^p`8x(>xeS*0e>W#LdAVeP{*$g5W!pgw8LYry zN)q>!k5{tP8-o<7LC;xdXJ?4!Xj=piZ8qD6vT~%KUy$LzMS3vwpWohk=>33SEG zg5TpKOBwAQJXnQURP3sPmKF(hn$W7`WOO+Wo6nujqNNP};k!;!VX~oXDGTMmX8;ZkCQx2iBb2-J8OheKt zo}EKOA>G~GEL+Onk3kQi+pPi*+jVeh9RUXwS4A$uN=u~$WJfGFhT;ITiBLp=bX zT)ldAalENX>p3d)mmN?jJs?Jb&~_uVfWPwhm&Bqw5PLb(7q#>ZfD^W(7#KEbJov-t zjMuYhgT6i#bLy4r+CeYTtbK%+`MjSd3ArhNW1@uzj2NBq0(43sP3Yr*TMacg)UzUo z;8SjWt%@$+&#;VJHQp7JyXTr=Ayh-cwXvG@=#Qn$Nv(dgokt(Y1AtEaR}~r#cjDrB zplpRH28*7L(+q~(#&D_=$Xh6>6H3Vte-%+iD_Qo7WvD zShLH;d;ec9j(I;(s~;OF=*-9n&8&%!PWB2x7a*o|9oqj=L&FQV-s9OR^B`e;lb)WQ zy&rB-Q_$|)-C_-hn{3?Vi!@2~i*U4Rr{NQygt5}F3YOhiL;tL7Kz8`> z`qis>y=ki-PrUivW^#fi6C~-x7@rfdY}qpRJ1fc#TS{T+*B?PdCbgtO?JFFc3oZlp z@wgKV&e3&^CEZ*Sbr~H;r3}vj?(}i!bryZq>~g-`hI_8+aR}*@JPgvfO|bRmaEnn% zg&1(KE$C2nb?NTj^)+#e+H1LIwnOQ?{LG!2zUdKfjjnpK9~ClYO%#BkMqjVypfOad zY3M(c)$7)UUdYLmXyr@REU%M^G=}4ud z6gPmgyDq1EZ46{B#)7cs7uafo$hekv%LhDquinWNC*p6qRi4M)H zc7gq&;lS#8i+UBKe2wHf2m^w?5()|mUEpr1P4BQVNBVD|GG}mmI6;TpcHq+T@Po4I zFOS{T@J}F(!{Q~uf0ew%J(jx3&DB7~?xp7f66R%esz8Hi!WZKf02^AbYaylF`pSCz zfRsw>jfOnS@sJK_>p#%tOtzIpRz3m5N(CtnUD!mfATuS>qbfD>mhU%!9`eapqy{zRjl z{-sSpYA!IEiaQti`0U{_??XQ4peZg_rhCCJcPu&5yt9x(R9YOimO60@5;4SWK|$BX z*q4s!PqvVRaKMVA_yw@ERaAH!yqrOaD%p-$xzbnt`bZ@mkEU(M3d%u^v=3<0RT~>b zDR%w%aqVVXPTQQqtz|3TK=?g!kA@!N^5MYPH3uYZ5zcg2V%!8#menl-YL7$9)GPK~bnz!jHu z?CquZu3wkSlo_ynfFOGuf&mn~_fr3C1e>wc z(lL0(-m%umZ#;R={cZctKe%&exlWY0gJ*vJ2}egq%Fki722|g4tG>;y=If>8(9GBc zn*%B%qpTBc4K#eC=CIz1Kxs3x_|t(TqG*B%!1wjt>;!qkqbd#ZYwvgWlO%gA+Wc)I z>&ktq=jIJCk_7in-~x(yrSi!&kAVHFO}577E-eN^g`jZ-X{qN9MK%)Bv5P?q*&pCD zW&v&2bvp#t$-Gsp&a$%%)BzqOX%es;VfOr#JH1zTdee@oQED3i`NhL!@4_!z7kY<# zsX*0+G+OdYdIk@=EQ)3edD44D@^W&e4JVR*kmlN@#X>d?jzXDtTu>D&l+XCG7NSG( zqb)bL;_%J5@y&MJG{;O#Osr5{Gix{j2Ea*Hx#HOBJ~xBFZE#L)xpLbhNE*x(K=K!G zCp0`S5*yCCjnYt3QbNoGcx!|DMVKZU7^OH@ZeWrDOd$;bkjx5;-22S(itk9zUT?ka2@Rp}aRFu|(x2`5l$Td?nbGp|i=%}i#Y5hYeaAMlusFNW zDdbr=`yEif*I<;=0KHN{(5T+5ZHzxaVIAY4)viz~3^J^)Sy+HP1(n2~RuO?H0DA+Y zOYX!s^*)t3Ij+)*|veN)5#w{WtZpQ@s)Bi&94o*ANIb zz@wETj^w;TnQK{!VGTzMdtrsX09JVg0kSX9Em?ZL^k66H(~c@d{$)7ya`Eac@*G2t zRBt+-`~BBs!*e*vtHKZNMvs&G)2B~q1g!lfJ;C&)cFAIo%i?@~VWBc4OH%g1ebaD; z0LH?c7iRH4zJLGz314YEYwzGdM^C>xTxG_t@3mijs%hxiXI%x`wGR1u&cbmtc+mVC zih0cZj~rouqZpHB%wEND+OyB z>4zb+5yX7sTkK2ZbTH@2HosuzuH@^r4-tHiVM3up#|DY%4YH~^GcaOfguOCophxsk6j%@uQ36QF*KOTe08S0R zjsToAk;<>-1fMCq3JYV9usKEZ}^(pPQR|_U7t#=ws!9LY{aU3v_mwn3-olm6DuT7Ut*up+`_0 zriNZau^@UFp(cPQ1l&MX4mf1E8K|%qmXgXzzQh~IxFlq?Kix5!aQIDatf0wwm%Ml=~r118`}Pch-CR=j|>W6MDeVQIdt2Q})a6P%%Y5>p6% z1X(SRm;hewWzZjXp(h8Y0>6GaeavFIc__?QaU%_*m14uc@F<(n&&IbjAlmV@+5p|@ zDSNKK7KHujY_VzUM!bNN-UgKTlAt5KyCDTXT*ZxDZ3J2ZRaEV0ghBuz#gM_+U?nTM zkicCM0yXC)zHFc^Hxv@LCBXQ~^^7OtG_(1$t+~f8L8Lu;^k{RsWs(2I#x7rw#&hW1 zQzU1)=%B!3UARct!VVWCYfx1&*Q(wbF*Z&X7o^vR{{{RaQj$p9Oq|+{U~{I2Q&CxwyvVm9U%pCUGR4BY9g0DBkAL%u1EHA# z3CZ%ZvK=rz2&9BU2>~S8ym8|P(zru3)2v_54x=QRq~GGSlmKtsU%$@I%9`%-QL2`B z+-)h6bU%B~*I1$tqP%ve_l9)7uhT3W5uS=cRscF%lS+NWuh3zckVTnX(;ElO%iUH#PHO;{R>fdr&OZNUU5d6X)N+0PzJ@ zj&yy1{meno#Bw?gh2M?{!3A#cQ~j0Y;Dd*dwVDTddh~6$w{PD*27DEu&4d&vZ&Qip zNDrS*VR(~}*a&qG_|oCLbo6=i*7?I%AcBp_OEJ8A=MH_5EjrXm%{*_D<9dm(+~R^} ztUma>l@6=8ZG7!deTb>C>7WDwAw@X2>Jw!@F3Iu~IvBTRHPojfRa(N4SS_�vS^X({xw-hM40N#@G_bzh6QR7?e^ksYFGt1f!P-f**w$z| z^j#K08Z7(O7%#qN8~3%EI{u~dcR$_Vy>%GAurN23Dt4;z#?I`iwuOA}fabK7cyptJ z7oyK+ERfcg=KJdxBFrz5>Y%a!Z;V$r{eVZXxA#>Raa*%{z3)J{dXQM^nWcn=1U`QJ z*aM~%DON}fOx+H0_S`xP_|6{WkVuDEbcvqpT)oQAl-JsO3cdi+FYJ44==JPI<9BE) zJ@_WkmUPL5HjOQjLldoB7!O@L!(q^@qNtfyJ|rZP z9r?UMe~cibmE|xj@D>#mbpMzp#z_YUhd`<^M83zM;c%XaUGrRH_*Uph6Cr4xU%uDN z%T=xEr)Kx{-Q_07h1r`id@xNJuPjIY?Ron2DL1Rw&Yd6D`GZUv8SQ{3=-aCdAKn-q zb@1_JSUijhp7{*lFpQIeragw{)j&#Sn}dJ1a9@jb4e`MBe1(rW(-@Lv1p>$}W9ojg zCmKrrVXt0QOK3L!Q}6ZPbYClKCP#6~0vs1amWlrlZL zSb$8@o(GHkBQ%ut;K750bk}J*c;KtPKn+_rr{vFj3zhOSoURYI?7Ldt4NXT6GQv6* z@oDG03U4$Q8RZ!W&a2xWFV2mhsSOj26@D~;Q0Ksa0=y~2zs#i)8y}^w;|Va8yD+%} znJWt}75G2f(dY2<+m7Xa0enkNAfTi8XH}%=0$@E`K+%1Wo)L$H*g=a+f*c;Lgm`NeJIc50z04bM6YLC3SIzN~s(X06g6;BSS8TMD8 zv2(DKqj7)w%9WiE>Qn5i>}+j+At{d_TN1}DXpW=S*pG%JPKYhbSFRjwwyZh}w<${2 z$oP0T;ttF{0Cl42aw1pi%=9$<1%He0+6CS5^pywvS%Se;Cc7K2va37#YD%c zsEdOn_^gS46fKqSeSI`X{`3j-ITh&f2ha=XuS0hx948vmR%d^|957gv%3H=zr%47J z4e_Pha2euHQGFIw;&tizlcZ!UgkfN zKG@eM3qocKphjFjq+NlX&^UN1&=RtD_$d!YPkY9%Z`J+KCfp=*Irqc9mSw&skRkKkkB zwdg9AmSEqME{$#yWQl0SafF8OTx ztt@)oKlOJu0EJ_DiQ{ki^VaP#GX|_EECKB{4;(M2L?LCB_xt+ zi@to>M20(>n^```cDcAU7;ykG1`3%H95p%AvX)f%@dpMRY<=ctW*=&5=up*+CM>P3 z3-M>fZp8iOC-fZzzDL(}5 zhw3nC+8ATvlm`&-ympGso596piOFdLaqB}8s5i2)woaMNyz=o6cgDl}i^k~wTsdiZ z`HjDg)R-ek8tD?6JsUBL+>vGktyqQ4U`oA+^!qy{7B zuRj07e3p>%ivRD&plZTGT#Iib=g5LoLqKx=`lrM7_ly7e4=?F zl(@WwtbqE%I&tXlZT|b;U7PIa(|5~#@Lsy)TY3>r9>;uvfBUe%7W5?+iFTfT1MU3k zKNsrX|GD(~?_S}*|Lyn0fO8xzIM#{tkU=;D6gZIj`2rL??e|;% zt%>}-5-0K>W0laRg6NAtpE;`}4c+xQX19>Q#O+4UKvi%#&+q$>!MPzXe}5TOReAt& zd@dW?vFnFFp#ad+V!{Hzl4T;9@?T+2B9i>7C*w%Fc2W71oap#;7sY74X#O(~+h}f~ zksxWIfCd4{0hZqb6N5*3;Z5Yqy?;+X{QboF4{;<#MHyXDt~-&doryo6AsoXZ3J?}3At522wt{SI-YV#dQ_xLeV`uN) zRK@Y^AFo=?8(2|jc|dG0+h`S%)iv>p|HI5;accOSNFzNB|;niR5AK__S377msOm#pK!0ge9 zlwS05Dqv$NgemeADxSHGO%Z~Hn3!lKr(Lnk>*iQRtsamm2N;!Ld-*j!-UW81i-8K_ zq%#S{@WE%KIZV9CArQ>1ts?-Xv*5PCOx|sv&vl*wuslF-Ifj11$mC=p)KJvjQNp;9 z2G`9IHx3zTLJQ%q(Gc`?6+$H?S|s5weE}2#ShxibjuD$YIAeZKEU04p#@}%MmRtVq z&@P$4{Sju?@ri;q5mMmCFJaOm_TzgoRY6+40DR(&vOUW%p+{ypQd6hGLgX_3>W!o2 zvGN1jy(sl`+qMZ(zG7Q&3=kOmKRET|EQm8-p>sY5a1U*)HN-Ms0zZcOO~_9UWaBc~Zw| zUPzc?02X2B=c_E-+rV53pC%@#@L;qqE-pkb1_vYBh|B!QDl{NJ78Dfp_``M;j%FKa znqaJ>)Q?9A5EHTtoWfh+OVPCNV-IwO07&2xswveOFmbdoN?_Dc!&nR)&%jJI5pDQv zLyXv=GEYxW|EkyVG#~Af%~_aKCoc-VFfuVwF*@TbE&Xqm{m;YPmE$;C!ii3AFjTfA z%U(r*4q>x)3Y36Otf(U<@I37wrhg}L1m2ohF_3He68Ffbr>B$lI?Qs#;2!7zuYvIR zQI~%NQgb7B-0G;ZFVLxo9tOP({V6E~?<+V{p@mhyJidxdz`dQxLbKbbKK>SxjoGjE zqkr7KEpoGe3z4?kwa!2;V;hb zu|0loT?d#p8#=}9?N@eBLWcX^-CcmX#31FIbvhS%GMq{k*w>Swu%u6qmje3pgi3%- zIC|H;!y3#VJ||)WruOh1L@bAQgp-@w z9bnHKa~hDRpS`s_;Q9C;`DjlaOhO*eF1NU@-ytaeyHQj>!$t9;~1VW)Tk_#Y` z`x-?!*;4wUlS_Vkcli-SP!eDmZdmrAp&Z~tjX*&p=n&+wvxD^sx1oit*?zDb!s%p0)Q<=9>#ZR`1sI=beE2cygFKp9X)XO)&=$3^gXclWfzgpUR>Um8YkJ6} zxjv!|OG@-dK>hDvQ+W*y46a~2d^mT2_2g~gScvcAS`z=q*tpj!0(B{XZuJAC9}dbB zjya@13EwHwUr|pzh@_xsQx0Fj7xazgp6-306b;r5s*G-|+;5Ot`vIkeX13 zHexX13b<3lL(abw_>0;}q`)iu0YBjK!4U&XQ-&J=pmXopSIc3mE{(VN3hdk0mMcZ3 zrdnEpF@|{#xEy4{|LqLbsl!n?AWbb=5ef_xOi;w8EWr{%fh}bxxhqhRTF zmRW*&T*;Wj(;mgiqFTLSLrSB8+eZvv>^J91qUYBUX@%rqJgF9a)q|ez6NeqwZla&S z5B4%M)4_KR&%avcttiY&*WOpPwS__`TGsW0F}@cPAxX2SKz>@zhN-8~G=Lluj#QeK znRyOEdxTP`Nvd(<)F-?|AFK%Y@tFDc08!?HE!avc6n|e6E=vbsiXwo4@B3(?66=v- zkgylmh@{c~ut`_Zk^JDYS*!ZF=*|6*a14<7pr^tKr}RX~R5Qh-MGhds7Tz%9S;BS< zLhSCLWwMc(nan=#!}@~I=^%a-Lc|*)svzheMYEgucZsBiGh0|ta2My~OT6}R;+eQH z0-3Nn&0L3!T4IOLh~FtL9)x2sQpy!qKbWLfwv9~Q;cJVrWrX?TFtNi?iDsw(I{HQx zFY&^p{a2$OikgcbPa$)QDs$K&p5HDv8;!C_yowJ(^sUHi&VvUxeBdze17-W5%TKZ? zG)%)9Q&3k|<8=WE`I>N)#0*9%h4vuUws5OH0htOx&L4$u^2>{()MP3eMa0e1GnIiy zP|z2qB}n#U4jLlHcz^99sIs3^jMa&g03!KsA7z5elJm~7F|hw3qk?N>RGWl5=18>X zr$^Q?i++u$fYHUSC%`~8!)hP9+|v)x3W(-{Tw&#>xg5S9QIa|Z3@Y>Se^9M0@Zgfu z?bMj0P?D2-cwr8Q=?g>|aN+xyvLs`VWYQ8nErsWY+#vV1+GKhD@joOjQkGd*Dv`JH z!6E@)e_99mP%-Id4Rxutil~Q`_Q0q-+zS&D3AsOd;75{M`oWTaW~Oz-Yg6&mbK!e z%Vc<9zgA1&o%1;KWQJEkVI6w0S3!6nso#fE$BQF{owiEUK)xzyE4o=bQs^@`?}-$gu(MFTfkroQ@zf$!|2Xf6uU> zSb^;)Uir8Tx)OA-R|(18WUfeIaef8|bRCwx3sFmi9T*f6FdPIUJ!hCPCgPzWieQX~ zTQkcaK1{H1d88U_JU4`D4w0d@WB<6pLu3mBozkyoKe(li?H=SgzMavIQ@!&yLt2Qqy*%$Qzzq)Wc2Jdptcc^hBmNQ zf=;)I4?}5&sZD4XF{1-K{AXuszQmEzsC3{EZ#WMzeYy*QjiuZZG(w% zGIIeD33K+XYFE)wS|VNZJWOt zO_i<3gA$TZ*aqNB;u!hTd45DX#Cg^*(~SecNQ7YESjaI)VHC%ps_M{SYw3BUN@9j5 z!-%Jp&)K7up$ZQ*3UnVwNU}-Ga~!UQ^NpoZm=5!f46!fO&(w>`f{LMLtd)Fi(~*n> z!gGMAU`dz7QBYJ=lOH2(GGg23={YoA>)wRIK%U~;&v z3S7moHu~A=Tp*S)R4Opdb>TTZ$XDTb3Lx7N=!%Rb3ci->144&`LVf~I!EtaASwamR zLv$xg;++7P_x_%h0o)%2AHYG_fEs=~GBUDuu{Xq_(u7R|VLF5ED_U>eSa86@O{}b} zz+g0JT47Z5Jf257VS(-+63B_6GA#a8pRO(FBBKNAfB42W;`7Dlff(s5!Bk?1egLRZ z-(v?H)RL9N0XLj&6@8(dP1{cK;~0Jmk~|_k8j96q&Bm$sj_0}3qav(a~xZb696A)-H^y5 zxZ%jopvoa7-zR-_9DGWYtQ{oAE9l+j=jZbpR`1Cy0@%#0wQxWJ>_A4+Z~t&Bzo39L z6&U6Kd)#}cI1H$;hR@K?Nfogq>y& zp>;qu5;=NyYPbr=pHveB<0~AStY4qjlJ?b*-E`{b&3FEd(vv@W|0E+c&@Xd3xMJMIjmp_04N71^Y`%{uP#B~12hg(qZ zHmJCfS)pahbQ-{~+EWSOtRFJizAU7riaxpfTF!^PgKKc!)v7lY;kkR){+MS^NCO=2 zhBiomm*WaReu7L%^2ZNb$12$zt)(yDs;AeGRZc3fO{?9iKLs72wYx3WQcLp!(vO)s z5{g(l(IMpbj@x;d;W|{CBiH%Kj9sGD0HP()tm7CZXMR*ZW-LH31a0)jK~vd7iF+!# zRdUNKZ4@hS%E+unlb%3DSR?eJlp5Dq8$uVUtn*{8-5`66;K zQEzdDgzA)Lu+fym6CA`S>>Y^sRU9nBy(t8q122+sHrW1j-)AvD(N;cn=Wf;>_uux=}p1FQ-<{*CVAEnmk36rWm5+M+o^B? z2MbcP;2ic%4VO3^2i8K|ygK2wS?&38tje#62^0h_xI-J?^qdC;4Xenm`<~r|X+jTU zk-_a7H^1#{U;WdmQ==QC0{#J+EsDiFxmxW8 zI5l;pT~ilIWg9wr24w8CnwGmsA7E!coWMP3@rUpABZseljSoz-nEutFP;>xHkyK~$ zn+)Y4o3%qYBk}~&>toWYLu(Y5FkxR_p!bkYcjjP;9}g=i-EPn!CqN6!Q?rv@g z(TRGVdP~_Ca<6}jl|6H2BM@+WQ&nO%BFx(76@MaHBaq6Zq2?0{0pzlZ`0Q*s`6)S` z$K|SAnjDE<#@`+Cr30R~y zP-ElG9Em6b4+a9JipOk8rZJpxlzNT=)t*EQSnM`0WJ5a&>eI5%WFoA>5Wz(JQuXz! z_tr6dg5NjDkX61m5{=`S(zDx;XNkMOy0f?#VeRJbo{s_QX!~c8k(?08SMh#V_=%<` zT;tmaO#E_P3xX#V>YwlFTr4~gnQ1Ck5_va|qcA?6xAW$897*3!`7+FWNG(p^hW0mx z_o~6g6jpv>%ctS#9n1lx9+Cc&*Sb{%i`g(^0%x?dx*7gLifl>HjZ zuZ1j~|0l=SumO2O+wM3JBRc#LAV1bm!I4XGaQs0bMF;uX`^l3l z@139~qqz)4;sk1h`yi<}wYARx3cX=h$30g!YI(ryV4o4d%vSSiktU4M?uId>7+j3u z(6x>59;wXX-j|Q4mB0O6heFU$CBo|y#yMzE9!^N3L|HqSza^f?>m56t0ZSer86m4lMai^J~kHR?6Kqmk* zoL;fs@o?i4NeNmkntzQlX^GRYMiK2FC$JqZ0{;Cuz=EUS)J*}1k3!Qjs%%m>&Ay8k zJf8LnY?^yGIF^~g4+0l~0^lZ$?qN8!YN7^{z%;)A->PA&CoCJzOANaCwxkfJDPA0f zRHq3`M3~*CNC^NCVqb$dZ$}fZZ>z+2Zuo$N0{TuN>Nc#yKH%(^E?g%F1&_Au1=P1K z`_Jz!;*;8c>5o4z2>9308X_wdAbK-;WD0cK<8>Jh{WRVkSMc#pZr`VT2hIzA>j70w z%y5vlD;o2{&hx_96$SV~uzF2BgxhI@Y~pG*<#!q)xX1|CL%i}b8$&dzU1+q279D^K zo#L`586o9rBP|l>0q6}hk!IGh?8)=h6MM-u3{VC}(25Yiz&o5DCy)Y1e*J1khQK7& z6~Vwh=wiM_^Vseg?6@%Y5;y<6L?n>!MY;(~JOhaIqb@G=bQ@&AUqBj3PIK1t3k!tQ zX=`h1WLmFB?}88_n5d0r)x1rIE^ml;Sz3gd8%hrOND!kGv0mZ>Pcl&I9ER4)59`A{ zTGmR`Jb&B`g7VafGY=~r?w(M9ogROg;?+!Th6_b-@mx9ff{0-NHe|L7Fq}bF13AF} zoJ!F0&87GIk(*wbw&jprgjqQVM8k4^+8p`u5uybHjgYAhsw}`_^9f{)xI2N5^uFi2 z!T&*k6N(ko-Yc+ype>*}QHGnYP}#}tXkamw1iZSG;$XLE{3#goQmf60^V%gy!jL9J3$K} zYk(;BSBT)&`#jY6{t*TVXuv2CH{^;H_7 z9j&r~X_R0_ar8KVNFl4RklG47(=?7NTui6IsiPpvfY$Xu>ji^*0vX~9%)gmMgo_a) zKDLz9TF^4oj*sx-f5I!HYsOAX>MUE9No7e~!BD~Rv{>yvm$nTbjk*xC z4R;sz;_idjsO1P$Gq^JWFL2YxK4kLUFydB?+Jbr+0Ev*hXADA}d{F~%)ZJkMArera zpa&WD#kEK^sTjy+61RPVnNwQy;KHI+;khJz7PKqNRE!{LQ$Wng6!lGyaHrNN zqeD~fkPR0&0q+=vBP59EY{>j}xZ8vr4QOiNEzU$5LwKM(l*kBVJz_V!2$mc;#G@LV0m_mf!&h~MqlBo$*QH^8k9*J`7;;)o(K zogwZ(L=~C@)yz$p+=nZN+*JdVcMNzN0E*BnT;H~O)%~S#4%Dc}TFx_faV9%EJCB1W zLclGAE{Ji#M_BzDT-2iBHlr;NQ1flvdr1~bOtM1~3ryHJSEp0kFd15jbfO4J2_toI z0Q;j0fhK%0w)8YG7W_|w3xcMtiZlQ4nYB~pu4B@T}ebH+*JpX$OYhvf8 zKPL?TO}Qz#39LZ+o4_pOG8@EhRLjJr;lmI&f#D3B)A(2&f89!mxK1Xe4$I&=k55?k z*xAz|;sJ0ylD<{W+>qGrwF&4Nq2#YZpHt_n@p% z4XDJ}Zr45;Z<3ak?sHX%gbedq_hOp%#;YIFa@qRa*c&aASko?`xUEU zF~*H8*IiU*TRgW2EZ1^d`Jv#;EsCj9pkT+@g#3I?swYLYZdYeoj2rKqYTdOAuzHVoFQW%Z& zs-J@U_UU(KsrGcXUrD^~6XbpDYGT9mT&q9TW}kC1in7K!%QOa)Wo6`c6$CXFe$@R` zP-2}k;#Q*i_^%%<;?dWsB-M%Ec@1B5la{m#t!7l15=x>%Y5H2qe9n~%i`G{P2tnsb z90Wk6bXA42`jjlLxP;4nV^XFhQwOT#a@|pk#ao=P+-bcBj&z!u?XC~B> z-Lm~s|BjRlPd6dfRHwX^LyBzQmvVdGujBm^{nR*6NQjf6s?E0i7USKwrpG#L%Gb4x zh3@znZ@{##$IxkUQtPyKY1>jd&4NaobxzrFZ?#R=RsL_64l6A20;&@ojW(T$nalB3$G2`#h3A}$~npwbY$z}G>{p)L^$0Yq`;5TSMziMaC zq}-2G6wa=S++p*5WW*wA{hsZHG{;I(($c<`AB8vGswpiaB8OT>2ZJPfU+Xmgr*OT1 z7`L>PuUMlXBO{Y~8p;P;t4p$e$>T}mr{`==E$~|)`&dnF<O1)BbxZK&8mX8--X;-Oq z4wGZ_^!RDf%~UR|yo)B);cgY$kK<_XeXjYx3{~=F5v#VG0~N)nQNktB^4f}Lj&_6R z&$vD256Q^P^r_0rpg*Z`mA~0daIw;d)3ZWZy(g1q<6P+L?PC}OwDeDFGJo>q()gz@ zAH5uBjQlj+z)Wf`(nv=G^9ENM|0O`Ggm24yKC zZO{92wwU?PT-S3y_v^av*VF5NU4!a8f9LP_{eG6?I6lW07cn0?yfJ6O`u;e(qHO2g zCkvtz91Q%EcMaH4-9_}@5-y_$5!GPU+5WFJ zZqg5m*@Xg#5<>QmL-(l2{=6Ba0rvcru5RJQhux>0AJ}8o$3}}9-dK_T|K-+%Ty;>! zn)UJTG4WVGOUsmjM!zg_J2};%=X{m#KQ?n^J0};jCL0r~%N|$#%WlrA9;;|Ss_T>h z=Yn>7f7zTjvgSHoE!>>ovhAbzM`HuBs`py1*lT6#UH0Hl`^2#L)Jp8uv*L9dJf$Ln zflwUPJOTjVd`k?s5&Zm4=}Rm1(ZS=tJ*JuF8H!?nqQIb1&@gEOWMCeP>g9He+3&Z1 zIZz`4tNs5YZGtKn$52S{tY+V2=D34z;oSorzpvUbfA{W@T?y#;GkvU3qZe@z7Z57M z8IUo=*t^K%?*$%zlTKFU+;`U~sl^oEFAY9P{UdCl=$kNnuqkKS?##8o+44%2vnP{VIZ6b_4tBff$KD74x`sBF8h~;>* zz9=ot$GVTnxeaLf6xdf=!U;0q@+&?;jHW$$@DY6G-@jBJbdBud`hC@G(Pzkn?At-e z?qFe<^94#C5XG3r&(sfJc&0Kc-eK^HpH(Um+=Dsh)85b}iX=PAIeQHVeDX_f@kk~- zHhOzs#m|sT(H2BZsLO5pC>ebTQ3uy0?tMj)6%U`yy|5h_BH^#Sa)VywOSRQGZQSBQW zJ5+iq@C^p1uUqe>6zmI)=TZ53!r5idtA-YI>y%M%&|KfGR!Ju)o|8AA15vqcLPLY| zJdK6Ec_o&nSIv80_z|@otjjpWFwHxEk7mYidd$Bz6Oh$;!^U;$l>O-6#A}w6jh?-;Pz1%UW@yLR;5&13=?b|IHpW=G;O z8ikfvZI^#$@tt81%zPZ33Ef}7sBSq-AY}sKl*7q&4FHlQ^grNHot56hMrVLXoa&1c~$?(8Gj;L^-!!2b6EA|lu-EwTB zxc@m>zRcrR;m~rY_hAUa;WX4(r8JR+gVl_|eEgr18PC4VClf?~9swtj4TwyBkMXQt za_!>(h_a)T%JrW>-}-!THih6ZA+~+a&6f$J^wxrO6UTxpCqDLTiC{%qVfH*`6R(!+ zI4Wz50GvV~l75rLhsH_4lNJ39hXX;^uzR^FzH-bz`3}>#D=k-b*?nK7Hpy_nlVot8s0Skvw=kFN!R#KltYx&KIH0jkR`X&z;c!HWUOWR!^+r-W}0c2Z6L>&!!Kw5kf7 z_1q}+?UtkIzKNPCm*0K6bpEYX(ZvIUw@&+LUs+4jx8dfW`5UaBRrKgp`WK3i`gOmy zl6vgqT;m17FDurkq|Y4_bR@khtlhHETOlh?G|gLm!R7PxwVG|(G$wJGpPdiy(_q7v zN~=q|gY3RvUGzF>>;E3Vn|_S$yO=W>T73CsBKU@=Wl=`RISZgow5UhfT3ctd+}`+K zgr@r!ySjex6~c!*1}|S89UlvZQ&YpngveAXAaxuPW-zr`yH_HB7%^K<;)2B{p3rXbS zH%meM6TlGmcXl^GVkNifJ8am#ylbazKly(3w*<@CA^VS~`tE;3&pK*n^O~?OdkvzF8O2!A#Ab&huYfX>pSdw! zQdm+PG4&(;3myt0{i(+V*r-Fb3%SJ>mhnDhBax_!0Gmyj10e1t_WQoM`#1l{LfY%k zmz=S_o9SJAaoUH=SKgXGRyXF{?}uzX%FQ1&TE6nj`F#5pt+gFLa(+RILHV5ktKhc%8zzK9jMA`E`^+eQ-z~!ZRy2Odpn;9U2zpe zxoOCOB-C7;@ci_G{YXO*1%WpQGiLb3_?NdC01#eiE*uFGwnJ!|m={Z0kVC;BUO?k} zI8k|w3K;nNhO`b;*OXN$M2Ic(spSj!y~g$cs&vE(9Jo`!loELNEhQfwH6Q4~WS;^? zNrk{SZ{V!v(I)@QFzvH(XTFO^#Y})`#VV$fZE|`~Ib)xG0t-DcJLBY_7X%d+_yQ)3ig(&)X2AWk$h z1;5-9#e@ygk#(YDWllrNZZ32y-b&1Mq2yl&Tl@Ip%+}ij#{Orv+K?;W+KAZ)bPzAYuq#c67I2WTA(T{f#vG}7Ac8C2Wx{YUw)?gIV?&I|jO39aU3b{JHSWQ^y)o}V`4 z>eJ}_XHW9~dcszHr@2aV2II{052ur7aR+ zWT6pD0;pg`0tnqMv%aik(Se}^g$XJCYFN#1VeR#8Zyfu0jMY%yCwK2dYOOy)Chj0Z zykIV3EICu)UBtCGfHb3Dz5LtP{XHw0hxnDgStgDNlg;UQsrcNv6d56rvgCy=dcgLB z+&0q-%eW9}7QNOiT4j;_6Ji05*R5|JRoj-;{O5M#nvhx%!|U&sxf(RGsCgB!1PBRm zZ_$C3paGvR`PA zWwe%J7}7|19z{g|pZ@mh#zr+EugnviJ0HdiU*#Xs(0`G`6@5As)rw5{K%gju;L{9N zATD`}epT*IhUNflodz1eO>$&&`og`l3?YqQB(d2ZEbDg#1nV{iRi)ksP9sAaoNl#a)jE@>pxXvJ#GE@IPT0?4 zLg)S?8FlvD5bko@N&@-bpdm2ohrxBwksul$#^w;)FXDCq%nC1d>DcPgqkq0rc59`v znY0N6bx!wL?@`DQ4oznnG-Jni;igrgCqLZJ)yEGO@r+IA?w4<<6J(GIaOwKVg(z4l zU(m9*8!+H>do2^D2$+G+KXT&z@-v>&pyP>Ee~gXyy)j0wL;M-q>Hl_$?qCiE^V`9- z+j>Hz`BUgQW?h8aB6EJ|C1@xiL|8xkQbmhE84QJZclDd8=Vl`5(JB8SKZ52x>&_4g zBY>x2=>PSN7d8{czIgti9{9BVz!&>FOwPS$R#VTkCDn?iL6i%8?hi!QKp%+Z`|Alu z;iMv|ZMe;j6`fmh=ho033grKK$>2O+>gqXkU}f`*=K z!Yd4&kDQva5HSxsX3%9HJtPx*Du=pegLQO#-Re8-+S$(B>Z@0-pdPRwJ`QJG4=u7- zIf8TO@MUL^Aj;kbFQ^#xvAUCj z1DX)r@F5=IqVeXWqHo}=*K1vT|I|kw2haLa6k;4R*OZj z7Wxm*Jixm!u@#1HSAV94`F5)4jQhi@VCB=P94%?I^!&_tl zl8p$9sYqNw(?GszXD*GIYe-7z(W)%-pDqRo{fTd!Hc|q8E)N9CjeVg!eIe-Pc-~yW znAd&eMcq)_!H8!SrJ=-7T&#NMBkfVVa9sLoTI-6Ax4pcrMWjC`1vT9?qQRf|G;r-UHVY`(e<}&k?etTBnq;XA@w* z`;ws@Tq+-w8y)Uc-TI$xQn|QJ%-m)4ud^_25y^&bi|}l3o4Jyx@dfBGEvuN38#7;MgVkFF9=%^tq|GFthgGj1MK zf=S&9bVWdNbIW1&N%r7IWS|@PA^8_EgTJ4HEF`N?SG+`shtc?E`Z2xBm8|5MXq*f0 zUhroys09dGED=r-F*T^?*I)m@z=e32kZ_8k#KnWPJrl|$`^)$F?)@I`=5Xav?(0Ws(}|@ zhC`Pn3LHHPS1frH`2L=AwLEul+5#aK87Faj!w1{QW=HuI5Pa5gzzDnaL-lN}U~ZQ@saj;1-wJxhN5E8Sh=SJWQbK~qyGtNW8#Zp7&f^7M z|0e0$tK#BIBqF*wp8BGWk*R0tsy;`Hs@*+kDd?91`P1H@@Mlwx_31Wj`0xf|QCzrH zc4K?3a|}Q8G-wrnBQ0`t+Wpn3<8$v>{&U{{2afc6L}pfqIyLJe6cX?nJ|MCoiS9Y8 zD+sv?BvTv2q^nX-Gw3E~8MQrN!Pa#dqW!`;QZ7Xyy@;=ngSMC4La?t=aig zwq73sm_<<%CrIdgJZ40IrVt^UpoepH%_An=3Xgb7fK%KjgW6+`6jw^t1?DriwpQKo z0Nf^W%lU5yTrw{J^Zx)Gje@KTg4_sY2EHct@P14&8(u4EQ#RoDe@wu**x?tDz*gB3 za{^8noSFV#Mx{a3T7LeyVkmW~y6|DqwcX0p-AK}noB~WNI0XDXbe>}<^(Rtk2inH& zM0@0ri0*&j=NpVZzkD%U*zcKYh0N%^$fDU06l>z9j*>U!AWt^In2W32>FA}|BLj#b zk(})59zxkrjJK8?bc0KTIIiKTC1(~f?AFhGCRq1cqGUL8Ele(cM-JmUnxXB#eCJLe z^?;mu?C$}?MqZU*1R$0|FyD%-T>)dHFlN$CZ0yAsPK>Emyz>rdyTbq9rojO95L}&nd72xJ)=oUO&{c}wZ{|JnE+Ft>rk(oDxpBWb>)iA1p~o&e z#g=QW*wIz%;D?|0Z_sYcZ)@W2Iyqliqxa?H7X6!#4ZGI5P^-abRsH5|?mutyuUTDs z&THkEQm%$e-{MLf=qVs8n?k4%Pv6-;$ zCSNnwd-?1qKPszAMvhQa#dy5-4pi8j_ekSE@@0FO*X+hVFjI*+GT4=lOD9EZ+q=(y z5B}A}I^w3yN9vzb|7Z{U26cZK_jAM6b$=e(=>PBEaPm2@)u`vXVP6w`CLJ$fl5FR& z{Xg?>^MZ04+E_KQt^FuN*U2Ff>xS*WJp#QnNwFM#%pisqp6G`%|Gpt$$xY=%&@RkY zFR+#e5c^Z`7Wjqf!1r*O1jKXtjLUbh*dRJxfFiP_kohg~Rp& zA79^mB%3LYep7vc_lYz{kNGVLAHre$$o5!CJmB+kwD&^2FIqYDKMlXhR zl)cUsM*P~!zbX^I9yuT*pN6!TTdRF7#>6(Py(>0H2>7!gwkUutksu{W*{G2$rwzFz z_s^t4(e|u-YF84uw^Ek@m7as9aoGW`DTdJqns;b3F}@TliI?M}8hbegc{Qqi)sRI` zLn191$OzEJ&-m4_YrW6hU!$GS=UV$6fo`|vhCglZp1VDpt(6oQ+35maxrR)A(66Kk zY~t@6pxOMLdU7NpTvit4nw3g|ZjV+?@`kjAV7BA?+;Km-1GK-E z(9V*~T%J}|KKD$;!YKfNEr$&ZlpX$i7+SU{61q{ZaI@JE7QH^K|c97U) z)mfS@Pc8Y6q|7hg$eVJx*DNrQEwG6BM@LrnFurH2}sjhskoxuA{d6uQo z`~1(^*y?;sK^pbPsi-?{IT3a-Aiz4hk2vIdx5a=v{V0KwO{&XM#dloZjl#p%>3DS4 zZN|m%d~DdWiARruw#i*fTwQU(f5F)vJj+Cy83_ug3p-^_T{bmarmu(41SE;zUk+xL z1jAU%PA=jbW{}-IN+b9BOn#04?U?B}->7ySKV8rdRNaeRG^6Eusw> zB2=mlQtjtWOFJ$2tr_7@rOg#io<1>{)31SF`Z96dqun63vTI_G!`fw5-#VEF(*`~x zi_k`%bq)~#J%;nwAIW*CE(Nj^c*$gfKp;WQx3Wqvm_;7MNX^9AflG^7OTIc+B#&fH zakYSg+=HNCHhyKAIbVcaZB_rMp63FdTkan{lK;_wMW$H}a?Fk2E*q}o#_(o({i+dt zjZzU;X74%?ZvSkJ>x3UUN63U4-fqsS-<+CrL(7DP)G1t{jCizlP_J=e@9cn=Qcn;V zBnf7-StD3Xvk~^CsMD@{N%8={r@N_G=1`IbPIb!;n)1@=2Qc+Qo{3TgF*qwa<0I8y zf^*1S+Sr{mrH4+Q><3mi7g+K#{GuKOg%yQno85K<9_@+8UDDP>YottVZjfca)^zJK zMrUP@fJu}*_pBZSay0dE<|q{zIe;e{jbDx5nK+T;KHV*=M3u{8Oyr(kh&Pl$S(Waa zv{Q;ky0uUF{-7tULUp{6LpsU|nPE44w7Kt1no%;;x!V;$HC@yvS?=`p?e)6YloYFUNii%qc=F_ujU8FN?^4RWPHm|#J;E*(aVN4}lJxola#peD_Q@p4hbjlwfF(Wt1lu^a$+GQ_a2_2aYk+6J>iNohlb;xwuUwNE z@#WwZOH?~6@2<)Lb!zRuY;NYgMVCL@p^f8A=`xLvbye@*+PdOhW{jn3%IeqYWz>X; zT7wD#Tvgi4pg2`ky@~1VwndK6Kw;2(S;{6Cj+V$nC@^`B46|7k@9pNU_t@tL4c+Bt z>C0BHzPDy+YoEFJ1bDBWk$LlY3=V(?DLUO>{XU}PH#B*NH^*Ljzjb_OP^_kW)Xw>5 zl4Gw|2ZO2l26qcwV$GP_-qmmJ43KEVwjJ+Q!5+F!U-Zk&ZG#Pz#gZ(^Bu|?p!)2Xs z4^xN9flGE4`)aQQJf#a0n7z`BSSU*21QtKMa&<`1yot_C2`N?gD)I;9CE6f#v`sNC zxejINy1ig23tcHhy8|8)8d?i!Ff17YlcJI&Z_bFxq-V?L&Ye5WJg_cXUme>n2~s=QRTcZ~>hEM@3H%bmRcAZwu(%0|BYjOw zS@J@F_VX1L1tz_9OhZS?&IK;p1A^qhCbt3^j3j**kfJ2@?Yw~B^sYDVH@v&mo)^Z|KZA2hYibthW7ib#aIsTa#> zS`?}c=W_UX@w5o0>`19@MkG9B!ny*gZ zeeY|M?-<^cwJFIwKPqQ|&a#lv-E$FCfa;Z{1}wVt37#2_ccBBsrItI8viO>oA5pbn zn`gz$ChIOWNzGsgP~hZjj3lLtVJ`4%Fw7)QH4EUM+@dqiJ~et~SNH z_r+hh>*8#p>pzwf>^4_L^)w;^eP~y83X`jl3R$Whseb|NlYH8aY{J$Ly4tjX&TufT z9g>c8Tv~XU9ki>Q(alTq#JyKDx~aoT#y5nS1jh4K+7LUVc#BN|AA2?OeY5h_u|Kyh zuiuG^{|o)cD)arLyO%FzAvfQlcoB24a&=kGy%XNb`aFD5{5Bk`$9RGRnOc4jdpbG5 zurDq%)+&mjR))!*-RpX%*wd|=tix<$kg}Nd*4pqhg$7f|CX~4rDgxf=o5l@-=Y@Yz z8(D`sj>RTJ@|-jT$W~QUl@oS%3sr>7H#0Yfjk=D3_Nl^8Y++1#yBw>wt}CIvsxgqd zEWat?38Z8v+LxfL?TWY6$ZCA4hguK%zU_&xKIENR%eO0@Oo$O{QoJ6EC=5Hv{*@Zq zr9^5;x`_B~EVEv(jhLVF@F?-W=isdu6@T{WaerwoB9jf0`e#nr0mL5?QbeB^YpvO2 zoiwHrO^_VUZ#deSQ)Z<|xJf=`K=DY{;>4F@rQ+`{QyPy+A>VK75Gc8vd@0mMUyQa3 zc?X1fBbyE?42viO^h+=-2#CC4lvF(Fr*w|n>$42}=G^vZu);fD&R0G!MQG}c-&TDtlG8VAQml)+}fHlcw3+pu`+ zm*Ba_E1jYCh*ZB!40F;5)PJ0?t4i%LqW$9Uo}GEL)%ewo;n}XKgLTeo%9FO&JKghL z=V{-5%%6AmC1q+Wi3mws25`hW&D1CeoHjg?ol z;uCqHu%0!&c%DQiGNA>+r;^h#m3mT_ZfM@wRJRMIuDdr^OJ3H?C$x4=`j`VAxk6FqpG>n%;#lWt26tIY5=%H} zb!B$e_wDBIlyuY1IqX}>u$~o>O-l5`O*+;@V4B$> zIu2IyJ_;Rg^}Y@h7Wfe8n1oau+O|s{#WGHzrt<|VG4`JyHBm*h>Cj`@-RbMKeD$KT zI&}+JG_2RzKYyLF_^M{o(mV9V1sghVRks75e(}v$Pido@=cI8rhh79&`u_{gl6i_;ML%B|kRqu-rcS zrR<$+TFb7}JM4L!<~PNQUTHp<`}rxEgNsh4xujVP$n%S-2r5>uldxN()%!cKEuEdp z0fB~wmj9q-3!-CsC88-TL4S9MhB9fD$k6*r7i?*mw{wa|SzgkvFXUSGEmzkOUM>c= z7hTp)06|XL;z{o()S}=WSbq+L15e?_+89+!RY;K<0s80Dj#EK~0fX*h(0*sT>g0tU zJ6Ju&a?_8KT{O?Plh^n1sS92{NwCwqr3MO#Oi84&^;2?Q}j%%l6N= ztiYo+seIhLzXNV6Dt--lyIuQmfQuQ1!9miD;u~Z-2~J+`^lg1^jRimF_jnTUaQyfQQ+=d+lQNe4 z?1P(q?rf9tiA@c2fA%?LDo;XTuW74U+1yIjOHUu__(O7+sBbCz&v2kwe|gN%{}Jp9 zDZvd3!!E0|F|DzdvZcLS)^sUb*rq!q%F3;|S6%hS834rmybXzv^HsKqLz-ZjF7%GM ztl$)_Ww*BvZ#KA}TvrNHW8=f;*IY~gyiaUH!i^hf*f%$B;N5?FH~Y}V(qpz?a^qWp z$XuySe70E8jM7<~$r+|RrK@{5y5(&MC3QAsZ3(Squa}c(@xy0=h&^b8|l19KH7b`iIi^CL*qlF7a+Hx^I>8w=o0i>b4Ucbyl+ zF#$;(zEoeZt&=*A`bdR{7$W^uQO*Eh)Z}I!FV@PyL-ebg=F)9T6VM9}hl(=1p3DS; z06nxD7 z+bA1dhGJDok()H+1Ogk6*THsq?6OHuPRaYkRJ}f7nE%Vn;zu2;&)j|sBx3vQo%&NL zynmI&I?jlrVMei<(gYR%^Y_jI;&8T0pcHp7D9a515F(;!wbjpj6&1DM<1WN02NLxz z0?sj;sqajR1>2ES&646k*;_qe{FX`=*q+55O&#d_SUE}k#<918M^ECb@bfTzU_-siH95eu!X0D(w^n!<}?(eOhS#v2p zCDnG(neRxnYI25lNRGynE6$5UBDR+$+y|}8ibGaxzvH}{;DIHc)o(oMMlxEQ=ub@| zB)i7cV0IpcC#ywHFbnKL^PU8Fa&X+(noY+}BS7`Lh9|RGh8DGeh9CThg2Wi)8K+5V_tF?O)Ri=7KkmOvFB-1O-M_v=qC~v*i((s;-F4=gMnYiUUoeUbPJ_V#bV_{f2+i9Qpi?IM=+ zl1hW4(E?f~X<-y!+ zg&JriX-g5RI*3d(n=D@pWHbxpS$e3O=r{!B5f~(bjMDq{BtmH_#g=PA7eA>C5+q(x z{Yk7tkdnX)M5&gU|Nbi2uJFUK8L!o~oII|Kp8sC;HLnie)qi{S{ZGgJxOZd7+zMkU zmAyFW=F*OQRSzJs((4-oh2nqj8(wA(oB>dle!@f2%|Td2>2cjiokE~#B*UbQh)lPc zENAjii}Ce z1|C$%2dS&0S%a=w)7Lv9mk=bLB;$`5UY8tUp(><{&vuSXc7dhK1MjhWcuLYZvoLe_ zzx<%-z^^7dhnq?nDBzKf+uFJh|50(1VP0l4C@PgI>R;b>b}u%?Ql58HO1mzIupwDD zDRF{QR{UWZ^kl;c5Yog^4181$s7f@AI@Z2khJkzrIW({?gR!&kN#vCsC!GjNT7SFh zcbQ5RrDA_&1W!-zWSrzDVu%bpCoM^)p>se^CipXl=B`t>S;cz~&#j{Z%?mVt@@pC{5r!}G{ZU48gM?MH~cHLQWgz7_(2 z$P%Ezkn|vN>o}yG+-E6VBLQg~)vO2Hi0%>(xVs$(ol|a#7|64_{GN2l=RtzyZWZ&K zWiqfwkC#7xSNkruUpCU^z9YfNhLLjR49k3kr@h-%11JVaX+^`9L>u6%eik$}7jAq> z8DXZ1FfEZc7lA`q8w`O!+T7kypL(==JO6=; zXMjhvNqj*D$`kUaHH-Y$(~WB{+3BEw>am^yl=kw5DMn920>4SpQ?y_8;x``cd>6KD9)QzGRJ~&EQz7{3>1X8LKK9%enIeS>6*O{+i)spvCR}^r@`d}&A zkbC_sB!Tm@ZyRgvq(aQ2sf%wrJ3w5Z9S#S&B?`Zaj8ymaBtqFtB-VFsgAItIj_gWO zbk`9b+#RGo3*yCfT!U+GM_63Lp6n%wkIotu(UFU0ST zTmA9X(?%R9%vV^GkWE!16U-*Jt$h`R{bz^kaYV)FZzZMHerX>3ufK71nIO9Xi{sh~ z+b3`jSZ?2Y<#*q>u$gAF?Y##-XDaeK1w57E?t?szY??J!>R#apgTEPE_cp5rG_f6* z#Ygt*SaH9xH1x&PC=TGo=J3+`RPVO|=O1HKFA;2AN;|qVkyaQ(^Bjf!6t+ZA%^3Kv zh@z+*IY!4c>$AF-*EMOR+Y@@Ze4?Bm08f|?BX}LtjuI*uM{Zg+Z{3%&r#;E12Mzt8 z*_5+V`^xQ~!X6M(aoWnFQ>>)M!rYetBIHvl_k4J~?oI5oHO*q~Z2iHpA1}liKE0(t zsjM5_)-1#yuZdURxzdmDqpFf`V zwEwZd-RZ}6w)3w@FC10&&fjs`nlM|#qTS$_i5HdW zjwv^fyl~9WTQz2Zv(4O7n|sVZd)-MpVa2+QM<@O=c7e0YW20TxlNRpE3_E;v^2|3& zo@Ker48HniLv?hUnE6{Ojk41^h4xwbE<4FFX3Bhz{9X@+RMiR25uDhiF{tpY6W{vgs4YdwB_%m&h-h@MW;f2+upI^-5_9j%6RYyNy z)F|x6OSt|+tOm&j(o|_Hx!KQRs;ku0eB=#7xcZSGllmNsXH2p;q~3^eO=)}YdU8tT z-l_Rzfx9!3?|Fvb8TRPfogu~@M^((*m1$TsBCxn5(8#Y{yS|QbE{;l7H;;?+jRxpc z_s)2}{Nyl#GIsius%bMHbZgdOK!IP`zLT%@XB&nl zt}b&wRi3zIOON@x17o6{`^?t8)iOPGRKcZgd2!EvIXCwB?q#w1C#G9@pN@O>*fY*% z+wKz2}tN-5PriowDy$w+F|~ss&H%U%v+J>LOYz(&!eKN77zOlm%rw z9})GJWF5Ccg^oM zc6RUbFO`LJ`(*qyxc`ajy;e5C&zsv>=)ReoKJ4bn{PXJ$SpzC3K z1HJORc_p*6y4+r0?X;!LXtnoXy<77x9A0>5{XLsqRlB~KxaHyq-Nq{?^{ZRk|0{nu zd9~>Ajmu4~iYE2Pjq^;N#;Nu!tuP2{fm5RaZu=6=8QL2H`j!eSqt8YaYXY5ZL~ zLBOBRTL*RmzD^J&OLRU2n(xf5hFvAM=mYo%&9a@;AXs*K+FsuaURM)eKYo>0(Nx3d z_L_zn^YXl33jTW6$lD`gR#5&l2a88TetbAt>-lh5Cbo?jt_&pchWydcCY}Dv>AV_m zr4Ua8br&c~te;haUrPp1tMh09mr3}iUI{83|0C*^84EzSykjwIWoL+Y?J=)ngu_2n(cpUbFKVyxgeV#6W{`eK1*Sh{+40yP$kXVy%vc!&cD~2(l)eLkUG(KH#CN>L4hSQiYhsadES0{zgmZ zMMul4$=B#z?8C32{Z>&*G5uXY0WoX;Bhf5*Kr(h!3dN}{VlP#-ao)U&x27@A9+44s z2eheq0b0(!WXxRpnJG^K8d*h?hip{pbW9_(qvCMvsqPwar@{9$o7dn?{GLrue#POp zmdDf-BL(CBM*=)fqc_o3GRL?>8|{Fo3snvvr5b@H!uA3>NR=kUi;t$7B9JSv`9fX_ zav()$At`fz9^NzoolMeJi-3WBn5$b3v>m`zvkPzJuH+FNOk@Okd}H=!jdbhM43pNz`&Ws#YQC@zhx`|C zM$(gm3=d{6NwaVTl-Emp-FjIdh0Tf0!geV_`bbkAd_o{JF*MbjFl9T3Q1qmxkZdOX zAG^T-U}uF8(CbnLJ>1awCX$LNfJx#%CdbLEbzLw+CBb%;J^6^bmlnv!@98JX7oNhdwY3CDpOpJCgjUoud+vAlNMkp()qA zE2VGjt)UIPpC1%5w!(9a$7Hb9Vgxs#KdQSSr=MW0gm}@|a*x_dsbYS4=axXvs*vIf6gXfXY2FH#uC0D5WD%hD4q;LRC5|8#fFXVD zPOo2l?p~!@(2;$cbT$aj`4l9vQ%j95d-poqoxXU9P#pprG3c5~xD6nJ=Z!FVH)bnh zkMZH-<=xY3l|kcXpi(kp!&4JQW*Ms0e1e+f4~R)%J?!D;JFflAARakyo3cMbs!vsx z<`kgcNfv+=sh=FJA{@8;tgzUmlgU2}5{}$9vK3ju+*_-m%}8 zZJ#m1OLN|zWUsh@CfwdQ60DX~>*t zs7*$yoKOD#eO}@O4dMQjDm(>N?#fs|>4ubPlZJ-VH}$BsSNe^*Y%sWTo>FKYZDuSI z61O&T()#O9v75%CzG%PV&;8~B!p4aji;^$Vx}af_RXqrA-@gPPHy6ZnLeqiwy-;L$ zZgfo@_-L~+hlEM!6;gcs&d)PCyhl=kcc~+;@4I)uarXu??3ilhQM@Ant!{9qFGH5T zhx=_h6X_DE{d|Oy2AuT{d~?mDs*k8;rDtKL{u@?E`nn%aZK&UKvGa2AQBLBHyK;|u zM~z!5=p!wVBUT_WFoW9TkBysnwa4_L_s=WrOVLws)QZa=V@Bu|za^-t6)#-U>}R|h zF=T1DlLhK4#97xNnQg2m*_P;4HLXRy6#J~pz&A@cbPd|uO-Vv;V^jsZn*U=<%aJk@ z1$CECnD4dhJnSC`J$bK; zvhUxAQ{-V-=nRK=8&?srgG5V9uefz^Y1X=}3s2v1%WGom?TSXy5r!%+&V#hoRmp5Z zuvepd*7Zt_*8Nsr+tO}AuD0%tXPMht4Qd!N`apHqi15z3e;sT2TcQ5V;@%PY6Q@2m zWjWfe4gDK@cJTn^T+rz5x}^s|9`o`|Q0`^V3l6mgxsu!`K&R-Q^UmgT4+YD2Jg~*U zj9P<(8xA<1O1Ft-cTUL7;H8HzuUqjx8I1eyr7Z2$ZwOV{Z8{Ehj*dgl7$d0fC{nA` zx{hQBVZMdt5J^2%jop*ihb#kkcdYz#gqo-)y*QtF@RL+a#p=hgT|?n@YHi)(@v#vK z7Ych_9PI2}Z5g{$X^Uu1louj}q*#>5qjKODCs7Rg0$BA1C9SkRu}t_tT4WIeLO4V= zT-Hz#yE{?mV~NCkqELLK`iN3mB;108spZjKMN=-1Euwh5N~Ddl?FDib7<%JV=G2X3 z+DQ#~f=CEc%%t~IpR+V5HlB66D#S)4Pz0jGg^wpFi}`q6l~K3m1+U9r2zkul@H|MO zQ&*ODTv-?{LM=5k$q1BGa`JgZk0!Fls|y;Ez<#Q`AHhC9ltFc z;?h|ua)Wg#GQAOP=v|^N^+4EVsv*ib6v};|%r;0VCwgz(%pWw#rv7sJsE(hrKeae# z{^>5t=*(ta1)ScY%{rL&X85WWak2*#Kc6=`zI-_q;mG=% z*%~&@2Qo>AW5`B=gC}Y^L6@jZV`eS-E$i25R&VF4wQMr$v45sU97g*Qx1$?SPt;9q zg-trchS!IGP{XKwIiB3sxg2oq_@d`k6tlZxpo2V~$HTJ8GI8l^f& zC##tVw7=WDHqLsbUy^u?^ic+^_Rr*FPL=it2~dA>-}vme=+H#oA@Dvy+ARAm=NSvO z#}LQ?XJ>xi0u7WaE$3|Zh~p#5V@J-}2;d?dMB8KN|AE5()c8|bHA_`tKUcP?F)W0^)J!9!Jtwny(tY}Z3%tq8M`@oeWQ0i5A~M_B;KCp@xD=HY zFV>q}#{=~sIR{D5COx7p%SDy@6{n*uZW}Ucm^kYs%>W;jX zxyRHQ1(M)^8Ehmx3fwM;x5yTR4VQXbf9h=6m?l*(w@E%R#0NxhYv+iBuI}K~k;tw> zj}+0*d{j3WweMy*^FuK=#)h|hI}Gu+S7k6!9*Hp z`?B`t+4qs?0zIA&sbwK^C5B>6L@)Vf*rN&4+#OX1$(~6|LjPHCZHhzbX0KUG?|Ydp z=Sb8NA>qhFGNA%Qa8HDSYP>7ZWYPUt0bzk+-s&eW%shT)*+?G6(D0qCmFm~Ldme>H zD$q*U6?Z|R7I4={1&cMisH+Fta%0k@QUxs}1eh83R_aViQ_(=ae#@VUg5x|0h0G%f zE;zn9vEQrHnAl_AE#Rjl#I(i1phba%WJ6xel`A~)tAlzyIPDcsMj63bkfJ+}CSSS2 zK+Xa)K-o6jMX2J^+l2Y96H7Cj(b9yyv*v|6Fv=jG3i>s+ML|(ab(L(j4#b!7JJp&T z`=XiCG7QNhSd2yoCh~_wa{SaDHSvVmoYIsn;0UR zIcw{Oc9*%QA&)C|*mcnt?g?4iuKWx}r@-H?npuk6L=jdxPZ+|3oY|tGHTfF@gxc%2 zex@!Zzvh#?O8gAX@X(-rUgI~4*qT7TU{*>%^c8nxal(|Pah%orn{c^f)i+8GccSdV z^|`C^CU}_3BN>3h&})~LTh`a4qREfj5?Q+sX%u4Szzt6&Q496gd-2^yZKnK;{4ejEM72?lHfuh`$M1GCbJ0mmjy^u8IBx(;u zh!OkDtJ(-Dk38W5m3glO)Zeax4pN#qUNe!gKR^<}n#ZyUC77CyQiqVRSx!_ry&y5v zEeaZP*-2tnB*JhRBBWA?x?KT~jqPH0;&VJ4|LLry06B$-tp-Yi4+J^hpsKc{RjOpG zlZ{j4rzg^MOu);_0fuPq8F-r zb*jpkBRXOc3=1_W4F^TMh%WNp#8j`woM_^LXFw4CqFE3qPqd187c*d${ouL%+LaeA z^z_%Bn-di(CC|_kY@&%9BGc_sL4sR#Rmv;}(k(;LUx`9O)3ApusMuT6 zS%s-YhnPRyB{zdA_!%wa`muJup}&nKIXb$B{rF+RfOi0s!WK)1Vkc2fKjuaS@kBJ= z#T=5?k}ofx;SGW}2q;vDT$u9gS*LAsV4$Sf35$Ey{16dpBH1YRR^h(2O%nwimMaqk zu8MrtW>AZ|9}9zZ*z_lZya}RBz@A565L21h{mdZiD|G5MLL^gdp2#A_)qHt%86Dg6 zSE@G?RN0fHOQiPtT3Ta)^hBi0=)iEM&QzD14$>7V82#`jt$NJ-ZO10IK10#lyI%UF zn_2<~V7G?|IZ*w$m{_=tYQs?QTEqvEV@3U00*)A5`(U{aFKt=F#gH7^WgJW1U6o7d zy)Lb~yjJh?FNR6F4xs3m$jqOJsvQ}oiYMOg1&3^7Xjpd>LRK>aqIyc1i;z6vJOiF; zMFF9^kkBUe@o~f^g|vD?EqH6yL-`qIO>Bd=a|a3-gHTV|BAO~-{^q)L1PB#c4XTm1 z@=hT>t-^Y4m-?6GPA(7yEcNDkaY>MN!pu^=zvY^A&8Ua($H@F4swM-evNma{;T79< ze^=ARPKs|C)^it|ZN`YYPowbNURR;BX#eIFFq+rhcV4E}DLyA2iUzXefKJ=hX}7TDFTU)@jJH|J${ z$;#vvXGtRdgFPBkS+r1irrU(Xt6S^uRYf!I?Gf-<5%<%I`3NqmZrG(GJ^T2OJI&)J zEdlP;UvH~<@o=eLpoXpkKl#bvwy+>FQVJy1SJG1Wqq@%?JIShnQ~w+Mg1oVM&f@hG zAIZz4x+E*lcWE<5)ICtIQMkPoVRxPnRhgcf zI&sRs+Z)QiNreB;XC}kJo3!dKNMYNw%X>oxMcCQm4@1o6kv!b#8A=G11w@fiB%Yhx zEb08Es(=4^6k}q0ZerX-4grvnMK_QPmusRv5{ypfpvA#pT}mjR5O?HcMd|4nY+^6g z>A4i6M}28*`VD$25rauf9o;a4yd6P~%B2Z02T$HTVBsE-T~ZZFFenD7bEJJ&4>YWL z`$Fc4khHay9Hsv1-nuBT(;VtPsKTNrIikw0Abpr4=y8Fdn}v8ro?@{Go8=Eu6x>GN z!qKdAJJ5Fv195dj{UffRc{dfS5z4HY`(Kid4l|@kSDNzm`t}hw(n1A}ivN0jE+GCW zE|*^I$D{0FG$~v;5xrltb?8yNb6jcpxzRYIUcXc1Yo{g~S zAm%ylq^lC-NISPA(*bX{ikq}kWPY!j46pyubnDojDiLl=)(9_KEJR< zDqVmxCPPIuozoq!)h`cUPO(y#fih?;LmABPm~>G#HTrWOo;L$16YPW&HQmD)))A3J z?;5ahT2mA#6OJjK7>jM|I2fM`R>ZYc3_vgC?!G8)EmCp$Z;<%|XbsSQiOJJr}TauB!Pe^*5aQ^9#8o zo=N%9oNVhU;Hu9r^+5*FCH18wK*-IQD~1wZWPC-G_?&$Du(rOGm(tzT(56cX(+mS8 zJLHB-iy?xvk^+-z!=jwisT8l#o6_oc^Swhp;=Us$rSN{l1Lkyy#3ars$}nMbkI_B$#^1q zvjbUU>fYLmcw>Z?aj|52(cy?BPNfaLZ^(e0D;Q!B3&PY==KR!Oy7x7I^chW&Tp~(X znE>F~%G4REyJ7f-DIJ%^*Ok^?%XYZ3&zcCZXlBHy`UU>xiU?~c>h*Zrwmj=bYGm?$yw_2+? zDD~w?iPm#F%IJu!=5^QSl{ea2D*4*4V4e4g`X9>ki;=8%;`f3CVM3{_2FQe?%w3Zu z@_%UD!8X?r5$g>4*u64fLLHqbyGIH!JkL&LCzK3eg{j`Xc-`rW2Do7Q04Mxa^ zVKZbzPNuAcQlmz&igv|tQpI)a!)TbxuqJ{5i4kSuy|KQ-itZ#23;G}Llb!26h^^Zm zFVl6&v@T?|Wg@DT3XFt5N+#i$R*?gP1WS~)aI0&9S zL{lNdWTv<3@0@N&kvP&erI0K9Fxnm>79>!zQ=csdn2$sh>D!J9AW0v$zCs2KWg(62 z-b$r5RY6i<6ZK3$$9V>IcSUjUhlZ^+-LQ`8q7=Gj=T6NA1+87}xOuIr?3{fC z5aqP!Ivu^jOLHHSqhS?-BWNqZzGa60SBJN3-Cf#}1RzuP3Kg5Tm8^M3Eg_Yub66#j zS(>Sc_2T~GJ>@iyCojKlsSkCusU-${tmLvt(f#FeGK7n8zzxio@r>Zwc zdjtF28g}g*qa3nYtp>jyC-s78t{n>i!v=UyUB(c+Qbj+ZH+E~6Q!U#VYdOI)O+0kU zw(Ku-waw+{y=xfY<-!2}R_xk4;?Uxb!(N7NeKY;xG>7C!qr2YEhRba`(w^JZy!#N7 zmJ`$7y4%jxUH-+5#N1D8gTwLf5V%yd5>nP2zv(mp)}=5L4t-*-x@S!A)R?J}B2ZoH zH~C3~ie4v05TX7WhYiKJc$v^BeR{Qjqc)pUIa^sNvJdTQ_r&zKFTFiHpVPeAF6dSN zE3@b?MxvdNZP02^oWA%{Bu?vbW?#S8sP<2T!6+kW1;l7UsS+LI_5$56?#=Mlvzark z?nP|dN(g0N^)5{q?PCE>5&?MDO$o|<{zknNU%jA5su*D^gd|m}M4YlDMO06+Gr7GY z{h461r2bW>i(>Cy<+EjistYUQ(j^2yB2T8XSR!fUGl8TXuZe$$h}^A=Uw$X*C)l~J zN&(T;%&%+|-@!fV5n8pTECk*~#`4BanzUO0F7~Hrd<5Z?Oe>A35P0I(=~y5#!PB>0 z%%v#Im^eEKDoAuwG6sJhfKNReLl>#JctYK^hZRaF&r8O$o1m$;QvZ*evf_0Ne^*sf zlqJhpu88y`F$m-;lM<}D5dz$Sd(GSLx^>{g4Ps#jOtDyWN-~ozLjX+&zq+BeHUO&h z4y$jKZ9RC7*JU;z!IR_e$=zFtp2(-&oVMx~SIDxb0Zc3l9x#bRC~Lp$(`oA*q|1kO z(fn(B$rIg0zi&*#e_xXI0K+^)E;J;F;z=_X4jYct*xk~rIoD_I$aZR zEHcGN4QxqpZ)Q^QjSTNl_MH=#f?%V1JXI zYTp&&jx+IB=BSI&+?_ZZTX)s5!&uz0x1KO!Yauf=sQqTie2q#(tLDZ9ZDQVZlUR;WaaXt2KRDertie|@eJPl~^ucteEXn=1UkcP9 z(vwig$1h@>7M4H z`f|6*Pxgw8_X_8Ir8vDI=nMGRs)#1mb+=mKeSr2sP7eSqwmlThgBXcDh|Pkp>MqoN zql9lE*y)DpNmE)BSRjZKwZ$782x{SW`Dxo$@+?Sx2@-!f1h9($IVEcCG?rtv#DV-| zSa*3qCt%J+;wYMtU9

BGCJ4`I{hyC+10T7X699r)idhLO0aU;CV4z73<0E?b*!u z#ZVChRZu2e?^ylzTEtAsA9I!HFUa?zSP=V@8K(8>sE41}`lvODDKzYtX@;4g00a1sm~D+a2aI%F;0QuGwXk@dM|5l37wJJ5{YiBjZp?i%>)1g8)9WR zVf8n1`{Zk1d%4*_9%VAO7sC|1!0^KUQRvIWfHZ&z)Aebfgq2sTjwNT|CYcpp_lEYN zK^MkuoI)s*n?;Oxn#UV(k&2p!GK-%vHLLIQv{?j+0AV}nVZ^s?+Qajqr|%j` z?;yrf|GBab@<=rXzn-@kuFQwd{X}j(d=je?=u28e!6i2nPB)f_nS(rKVo%P0w%0N@ z9|XyymJ>7TXPV+pEeG&dF4cGRi%S|477wer&kDu;9Ld(zOVL3)LZT-y@Ar#1DNde$ zYP^heiAR@s3b2>`+e};jHE3D#C*1;mmd<#8e``3UsmcGA7g;N6i-Vdg4fbP7rS75?wo?VcMI}My z*50~M?S~@YjMWzoQLKj;*l+WfoWA*Asco;T;u42gt&@pZfUWy4g+q=P?>;=9&W_NG z)>GI{|7(F`F?a4`{bW0_{&VS6bAetCbVy0;2gKS^v<;~iq~?QW#@`4i3gqsKsGtBb z$|w%%=nLeBh4HFg$4`k&Po`A|aD-*x^C)UVl{cQO3Y8K53o0D)JD z!h6~CyWWFEXDb7lyqyIjSmFuQRY?VMS~?<8BM6q%JMEMVXY^3ZF5` z@DE1cr3c<4f}>qx)+Apx>m;%e)yyc6Z_1uWhEBM(%zg=TR6DM`Pjo$W72V}fVsLUCq+5$$~8IBw!%&$uJ!8`mmJ5`$idGPPGUx7d86rnuSadWc3k!1 zTa`f5N)>LD-ISaaepSH6y!?xlb;6B`t>bdT{ z6c)uf_o@t(!jE-PN(uqWD#Un0;cD;D}EZ6QP5+$LHSb1iuDNBAgmBZO0#mbR8 zE4~C$&WJ~V8bm?uDYMA2))JFMGmZ(FWa(Z@FV+RQu!tgRglPQGT(~9y9Yt=20Zm8s zAdcp*0#u71tC(k`AY+xSDK5diqH|Ru_d1$+3(&iSl1iLE#OsmMX?Dv%ySNKVkxt$S z4Vm9?=sF>M@k2^tM5zQ1?BiKuYVMQQsoUZLETGY@g8zrTHxI|MZQn-GoFru^L^K*A zB|}BhtwdzHMaYy&g(Q-Y2APQmDNU4Fg-Xbjv62Q9MHD4NB_TAf{kVIn_xrZrx7N3Q z>yNe8_O`vx`#ja{y07cJ&hr@dV?XwTlxvC1I9e{&%gsbJb0MPGN1xY?^@%4tN`{2A z8wpYQ47QjUx?pzE=0w*m{QsXYRUN1PlO+wwBHRu-*F==g1=7Xpih*KS}V;MU{+ETk7$DKhf;^rtKjIDjXY=^c{w?hT^47~MT9utjZnH-NFsz?zY; zg6)?!Zl9oLc#fsj=v5~CZ1afqN3Dv?HuVU(o#q_v<5ugX?eRYrwTP=T@~gP({)qmu z&rP%63TDQ?70ir#QN`K`?FK3mQFnDB78ohGF6CI%j3i*OUmyKg=I{MSuBL{<^CG0w z*9j+JxrHgS3_dnck%DUH_*r-^`{zT5W|yIdoW+|4rS2n=Z9==#R;(Dg(x=7eeVAiu zOVNfwpHs9D;K#x1VD^B*!h+9T;MVPsL>xpaKw{43zz|qe2ELBg2P)PQpz4F^D|hxV#l z_s!(HmR~>ksGvnzK1%ROSmobLiP47|;zzD<8GfI7M*oIu?v5~^v625b^?QDb9vYmzo$30M z`y0e(^e$@#`2>#RRhQPcEuFXE%k<@~X_G2u-f@htIM0w?6EaR)y5W#?Kyt%$opeji z@SS>>Z0@KVs)a9DG-lcL=GEV;!@~6ghAOiy?8VM zhCJmcP&a2G`zVa>b5=6Yg3aKmuN#vp5UA7?cBL(-Gj)29=F$%wYob`53&o9Op1 z-Y_=f@bB!TZtw4WK|4N=EF#C!YCRu#J+Xi=Qn1@9X~%wUAyvq>O_!60M_NDUuw zS9b#OG7$)rBW)JOp8FMOzIfzbGv;uZXw)Tby5R5c!Jg*i)otbsgHjH_fuGVI(nQb1 zy{*UoYeOH4jB(1yPZo1bwBmaL>YKQDJd&F}hi;f<$W;FFCom`T$vUBOWL<((s--kj z4jq+I<`N@6&H7%FWmker5f`_C#Ww5kCcjG(yv_ip)?qerD=3&D2!<-r-y?eS=1r+I z^N|Z!v5&-q*#^J0i#0zsWSpdl0a$$!R&^>+e@pof;a7G$2J4sd)L(FPb#TijSnz+7B&GFgiX8wD{zY&Ct?x zaB#@f9{DI+w7O~L=y$N~OddO01N`^xmJ;7E?$gcBpFbzOSY4HseD&(qHBUz`5;WI` zscxVpwg2$QA6X4gFP0R;^OwtvdP0-Q941^09UUF?4+zNtb?pFaj|BP}=8t@)Sn^tW z!?+B0f-{KNLQH`M=4 zbkpea3*ZM}8n-EfL31LWfNVgUJ3MXVK=?3Y*^C3Ir<=hbM(n`W7OP`ilN(3A+oyFJ zzI*xdPp#QG^$C_yw{a@RW|7!y% zB`a&0>R=kJ;p#dNC_QOprA@}d0!A2YiTgJ4^4O|Q;U-hATv_Zk`l(`rMN)1fdyj13ibD=v3K|#KlM2fhf?3dVzxxWOf)7?{VssWgZJ-C+l)re<>Cc~>NMiT9lRYI z3@i#GiWSu(sG>>c6Zz;2R5%?84TnZskUJ_mtw^P$-0qDmK!(^Sd&oY z`3)f1a=>-jSz4nnhF=Z)8>UhWr2eHX-EZH%?JM|#D)Tx}HaD*`9l2n!x)JYfw!&w) z2TTxjCk78VpO^>^Off{ds_VlkgFy0XRPGC2I`RNMzbYqV_f;*v73}X%Il-qbaB`7R zPk$A4B0~xU-cUiM*8k}!!M*k3CistJ0jPdpFy-ah1; z!o&(P+Pqm{YgJZyvnrFxbVhBV;y_{FIYdR?nOWMS1(2VjQdUtXDL6+wM)2OGE@_cL^-7}BH2k1^Xy^{N_cU&memw$13qiE3L;x*7 zP5;ze6ikK8`9^=fP8VNCQmn+2NWO98kT@iW|ElprTBPp>Yp=# zu1S!2Z@qz*GYDtvfVbLEA*RC{fp92soObQn)r#?CtW6IL-v(JQO3q>Koe8H}(fer; z5H<4J)V%RV+L0Oiqj6<*Z|#Mj@{*F0@u{hj23m6HULbQoHimE=%6S4UcBv@7+;2!= z7X=|QOJ^#e$ul`MH4rWL^GS0W3ob4WPjs&2k^naM*BDTFv{FWGezY%)?F+QXkb4dS zvRMgKO@tawsQM-crmH((a~l%ca0?h9CWbQ_r!>%Jz&~tK7HL3AbmHPv+a1nE8G0qi z^RwujQ`4sJ(?81^gs<5R(P__jD_a7Q~bH zi;$;QpcxHO9WqI?SE{bpxJ6YxhXqCf`l{1x{8evIF$yMINB~R&AQpk#9(1}OnncR{ z1PbBfK3+!{QQtV4ZfKbzXnVCAppj+jkL%JwBtbHcdEFf$L?~6$$zY>!-D@+5X)K5y z(t&l6Hy;Gq-=V-uV8@l4&$e`AL++JFPeTXh_5FscC*0ku_jjq-yF6q?0aXk znXT%=*5j?UetMox#X~l&eXrrAX?uw~PQF895#}c2lq6kFBP4o<;Whb45^qgoUM2d32~ewdE59Jy^7mi#esmWmY-9^+!fB+5wwy0j zVMJnpT)cjA4EbjWRmGra(S~Y=KeR!u3T=tK0H=#^ck{+4BR(TTc=7Y=Z6@~UMENHN zNnIO&fI!rWWod%p5R94-s$0@-_5*b)>-Mhsm3HWOD=;?%v@=nxU@-7@@nI(hgSvG3 z&bgpG+KYsHJ*)>YiaGaBW(l zUJyvh67_Z~;g;rBWz7UDj+zH>EYWY#0hOX~snLpIIihYcSE=<+pFOJpL_*Vf<>31% zcCvxllS4X{gNVfjL@;Nld6jDjSQxztJVmuD0qV)@2N$0>b~!NbZDuWBjYo0^Xc;ZG zfiEtX8Krha`{U3PL!3X?3pD3mG+mdWm^zCXzJ&H>0#m+nxhwhtb%&z8S%g?R1k6(C zMx{0q`zD??#rm0}F4SkfxX)9cbaY-gBb-_XNW697>fsIMFvIg_73U%KY6DTr;*BZ= zL6p3{Iia)AwOX=ABT zfZ}X8>;n`Iol$TQL^aEw%o>98HWVi$+yX{6jGFsc>w6@;&_?tE5^SO1JZaEwE- z9vnt(0f3)oqoNf=cTL-hA|H}R2|yB9iHFL57v8qM6?kB5lyloC&vcZ76=^0epNZZ>2X$Jyn@ubMg_H)A`MW zz|)n>_eVcBjt8G3kdVPRiDl=1z(@nkx{{#o;toj1&|m8t8yh!_h_JFP z3JtUoD6Xd!*=*s;6b6%<~xh)MwGyf~sE zAZjzTQa%;o-({#t@sf(auxp)uxy)$LMcYYo4f!1!)WgF=r;n@<5vkyP4Bz~Dq=S@D zBPp4u~;1$>^UKKjUK(|wo>1VHBPE(DKM#f^4v&EaNG7heIG6Xw8fh2NiSiG?fO zgdAq!x0gNqw@2&bb0**i8Yv7wDkS4J`Zm?3{@2Oqf0^(7uON%`t`WoOB6=9L9NEfU zqtBB7Pq7UhZh-(|->y)oTKWe?TO^MA>p~p1&D8k)($Swd3jl{ml7Agnlkxu#-tqtT zBmTF3APKwh_oHQ`ZaMJ90#6lv8_$NC#Qf_c#V8bxbvZ`s5^TzoMk=XnY;Wd`O3ARD z{O8Y0|IZKnXO;f5HU4uR{$n*p{OEt*ROVieY(;rA%urW(K7n&4=qS0Am9-Q?g3~Ep zqxnb>S!#jqDMD-2CrD_i36Q3NQ4Kx@<#w&FqhVk%rVsam466a!L>tH&ZmgOGaDWP6Ri$WGmNovIH1fjUFJMA5s6ve)Y%)++ zzn@uM1)dj91Wg8=cf>er?2*19p#us;~K{P2yxdl7@)#(UJIGMQenZym}xvb zDAB&;2unNUh4}+gIiq2g3C7|`A3**FQZ%EEdkg0GN{Wk9%ul@yuQDl7DexLu<%^Ma z5(!4{#dn%t1=ym5g`{0U2@S>C{{Em>l(A0`o<^^hcq~(uaT}NM{pQxa8MiNYY6uGb1{Id5%hn9Z zmu;={lULx%;C`u?Ah)lFS4(Y-@C>Brx|El9q5Gd;hl-)zw#^NPOxT0o?m~-+Gc+{T zGs*xingKBO{9#f;K!ZpNDs=w-L#PjLwu%~g85y30@(P9#VVhcq%D|#%LxvZO&_B2N z%l7KRui2&G4Dx$~0^{)a$L=4VUhpoyCg8sZG3bnWzjjc^KDcS6@ASuPl?*RUNds>i zHn#Sn4U9ELmugv{irJK%8d)6tRg}=%f=m_)z@`kXfU|xBEXGb3z+wY5jt8@`-c)!N zSkK?DaFSK#17O_KiFrhVA(_bYD^H58jYk!{@58M-%a?)Aeac5B!4&jg=A*|brH`r&UH+B z>a%lRn=`e2-a785QsBO2s}nM3S-j`K()+|`aPa5i*p%bQ&Y&u94-mCp6frc=NXMUd zINB}~CjyT~G|-kWsOy(g3W=08fY1})r(7d1uqud+Kew)~u8gQgRKbWxXGt#@jO&4H z@gHiUGZ_^X)e8y@p{cwQ3I6{76SPn}`O0V(6+Izr&OFxaY~s`ccmY@mqjmVmH&-CY z==n1k8YJQ!HNBI(FEJjSp^sR33+ND14@Dc$BQwkS&B~ymWL&X+mO>Uz31*nF$;*)|WvrTH z6>2%Va`PhbWMzgVhKYf-O?E?+Ghbg1`TyuDjij>2ELwfV2APY9Old-uHA=MqML_9qr{XYry zC?x$K6hWDZi05Cwte$57y>FzV{$pYPe{9a+xB}bJ#kHQuwNJn@Fmbr~)COemFffvq z?%KUO$YNB_Nty>AZpDBqf2!0HI!>TD4Z5cR7)mJK*r3;mZ&c^v;+kp2HVNOrZJ15X zlkw^4($q5S4w7yg3j0AkbJvv#?oQ{S5;j5ae-&8xwb_EAJ`%w#(ttEdpWJe4Dd{F` zSXwK#fvAGAc>~QXHqUw2ULq zyf9+rJnn|Z@25wfQN1iz6Qt+)bz0yxu`kxgw_fhG_b*81w%^k)7CF9PVtEnyN#V>Y(}zdUudY3v#Pdo2(!E z*Ik*CwEChuYNCHGHF~eVZ(C{|m8G6$%?lGSkErAwiOgw1#fpnN zf-gUu%?*WXa8P)l;u1!pS5mp7404kd_<{Y@k%;0Y#<EEu^vY2#=Et#X;8 z%vvHGDkbA0twCA)RUk8F(P^Hq}x^?Sc`!w_KFzMe)B!BloM^mBRPYA^Xjb4_)asuOSmVMd@Km5!NL9*!uC6ZsX%CK8sIhTg^ha4T=o~4Lkr`<~qgyNK z>`*T>6&uAjPvol1Z`oOh!n-Z8v{P?~l%Pm;8G z8?d8WSGEl65)-c%7+M9+?c{G9T!zsM3HCsY{xEf>(i@uCVagzy7YNeIDo|ZOVrCVm zX)pwlS!3+f@10S+s|5Ot5@w0Cf^x*-17m*gOw7G73YR)w;biSaeA7y5O(5r`Bcgs2Kp8V z!7K(dVGO8#KfxAm0K&u~xd3|Mzil*U;oL=PJWr8=LvV`cK$G)&l02Yfz8uKI3V1lM>yH5yeAp6c}+}sjdu}*XRAP!SriRm{-A^}CYl80^WZcwtNgVbmYji<7MaMQR@E-Ce9>;)8KBWyIn^Gil2u zG}}-LUydO*v(e!U%1V!!Sz-A&sS2=ugo&a~tTCCqj(8>XB3(j9R?w>L&6Y-EsvgF$ z{D6E6-dqkqk2cao098Q58B)y*unHNTe40=M4{F1ThJdkLM$8l<4uaJ#uM6LjmYuCY z?+8tPc2u#au5T0DkmZC>5DzT|EnKU>MRSH2UO7OnRtRMVKor0}vv2doegejPn9o7C z6r$=gUJnD-n3j@IL(q;hpKaM)4oVguJs0R4bE#>J$enE%f#R51bs~ahY?tGN&f?)A zlZQ*EG=D+)Tpn&_26g!nkc^hNw4pJ?^W>;qPwB= z9wz%V4_#Z-NT<0C3MqjkOF@V%&7zbJ<8H~gw;;9* zRu9NAz?!{8?nmGOqRLG9oqDWONi)ZZez?A;xuA`pO+0$bB}*&iMi>{ON&A!kfLsLM z)2B}f&W3y$kz*?W-3gzv^gf8!r_6enX!{kVKnw3+UHPAF)SD0)pP0CSs6}`{5EdDp zt}WL;Ht#@#K|Enih@AkOl1ZWF2=S7+>edGz`{|K^6a@wq2-mCup1+Z?@x#I7J7fc$ zp`%X>oHj@`2BSK_pR#3+EW5N1-?lZI+<&z1CW{8Nkk;7-lRG$@4nT4}km!WZF#LN6 z$`pK4292&0pP_#edHn8u=DC#zLJ_%E5XT9R8HOTz zIUqr^_cd{AQiM+NyY_tmZ6lOSU@y9x%g~d{PkaiR?H&j|T{*NgL<#Q~2CzwF<{><( z2!#dTiEL&n$}Xt#+r&hbHt}k$wUCwRP~BO!Su6~l(Fl-8A1`L*fsdYHU(?gmgV711 zO8Shbgt%D`Xi9k(e~#m}E;ozF?Ida-4eZ%?ew8xGP@u1*z~sPt>I)#YEA(uOoT(xD zOTJpb1~%yf@W#FupagV=MpcgcI0*Z288kg9JJV>IKL)3b*WUL*5sh;DVFnVVt7^cE zI!T;XK0~F*i)YT9ng8MoxW%##__#z>Rvor$q@C#tQqBf?dJensB>h8;qc@CP7w^R0s&Aj&#((2S!l|t^m_o}mIsu;{-9aj?czjz86J?KZNE?4a;T6s0 zmb&V`lMx)i3T7W+#Y*EV$`1B8ZFPOhOu>G^v=28e0y{h8h$yrRT^0AUq+f!F1)AKT z(x;mm1F!RcT*8`}*5r0#GKK*fYz(9AI{oK{Y64$A>(r9h+XoW4nf1@F*cGzf zLd;`gsC|F4aCHDh6bdhPUK#=-Jp<-H1kW9>Bsxvd=is-!NI9JG)x?KuJ=F4T>sk1& z-djaKu4EKEB(V=AaEHakTcNibjCRG%3tYEML zE`)6f*3Dbb!j=;So7!2*A&xK&#^W%<^Jc5=OK(!^yM)f9UYv{yurY5v?sJ676(+o) zd_)t{c+d*?+%v78&C)a?*B&iEy}F_$pKsl8sf7Z0IZd1KAL?=*0D1VcrcD^Bg6?UDZl$172SNKY5cqE^1kb1!gTXnFOdd0J( zwc!w?^0(f4l>d!%D6w7lqvCh<@+S6jxt^A9I4>(5fUuL8fUlDm<((Gj`s$ml2z%U5 z@AL!ek@gTjmq@r)WWBUUQD1lUkAB+j=*H#rnpCIgB>I!|%1BuX+ZDm5y6kowB_w?E zNCQ18A3~Dl9L*u3H>v(;CA@q;QI&DtsQELpCcY?lQkvv%W6-)x(YI!alO;>jw0e1c zdi^n6l!j4OV|+(KziSxM5PLku4KVH#$-u|G`$dYosH8@KO?;Y$IrDury%@LUMQ)1f z@wZN#OB1#^PUiAu<1d~}GuDl^Zat6v(UU;x zomX<(&vepZ*mEuRB8gnRgx9f$kSrZca&rkrhf_W}$*g>V=m<|MtQ}gDjM75_$ib<5 zGqb3RoCe1apxX861-?GkK+7IMfo~f{X}&TE76-yf5;g%{AY=hZzrS_$6nQ-aK02hD zjk~^y(TCVN&YfVIYQl!=Qs<;Ww4FUpm?k0=bFGx04FeSB_vgEQ!!e zR)2-|IK(y729G@fkK9SEs%V^WT>%;>r)?_=Kt>IU36T`&K+5JC-f$N}+cT&m8BQG^wwK#8^dxFNP*-J@%nLCYLFb(&7>PEB zDQeSz10EjVcPkH|hBy^fD^@lE&(4ZuP=(&wuyruFgQ7lhaS~thANo40_HhHL!eN&j zD5L%tifu>`!q)-YAeeGSB9*pPganb%7BBqxk46fjNPmBX&9W4{U}HVWva1?Ce{(8> zR5eM`fJU_w?;n}rDgU9=Ffgj)QRIfK!!$lVzFq`0WuV>W6!(Fw*VD2axo>_xGP9qE z7uIQLXcUM{=vwwCDJ-PejM}cK7mymqd$HIRp#AcqV+cW|zd!y`ftoIGacW5LAM)7P zM41$lLfk2JR8yZv31PECzp)`t+m!>u4<+f0p26lDsur>S+$DCRI(ql&U4 z^@t#=ub{45nlVq^GRSn!&s?#8CrIw=O-)TvWQDh&s0JlpYm!**rC@`aCUPj7hIA=C z*Gvo(BW0CL_)dODN6)?rF?oKSR;9La%|I zN}U@N_VMsg^EhT5*adj68J~6r89pJ2wurPs7H2oaKeojx`Ud?Z4SL5Z=#+B~cxYy9 z%ujIK&mZ3^Dd(UT+Sd!ljT{lO;H}iVLEQD8qQjKsQFDcd?G{EE8W4mLU1h?buSfGZ zXXP{BPz=C((BM?`!v;>KmnN^#&Y)4Yr2Rx|HdO88Jp&(bBZ9XArqxCL5{qL`j*X?3 z_S|+@pJupxRuc&LopymgjD z0-9zF5M(d7n$sHC0OEeo_fD&Fdh>8O_#>%S1kBRuU%pg3xnsj+?|nkH$={@3a*S)` zYRp5D!^i+S$Sf`bB8DB~JSXoQqH}{1G;6%T%a`G3J!e$;<`rP*hy+$zk`{CJ59WSvI)Fsj{P&Ibgc>GsKgxr;@7Z80T zXy1uRsCi$7RG9`g^YTbWL@Vo#q#%G03sltJQ)lRb@u5NMF0J5U~5v?H)O@+dTQ2R7CQ zd18P6YsMvlVCB%nDY|+&cBd$%Ihcz!7wn+?l91v&A<@S%geT*+$hc&p(Q;kc_rvww zjtZ1th>HWO%D(HOifd42NPgt|z_r66ghf2^{&GDB3=Ufa2xiWr;{`MFgj`%(eqQUo z?IZ}XVS>yF*V&2jJ?e+=44|X25|sGaw6$3x42#YFOdH%+J+D-C&vwrT)UMV)YrmIf%Ws#r?!r1p6N#nyp4g1DI*IKqz99jk^FIMVOF5wR zB*&sxM~AT+%Lr>g7)Kl&=^FywU%Lt5A@_`A&dkZItX`3wyg7V5B?B{Y0?1}Q!3n|( z<9_+z*zjMt_KEV4fW>Cn!GyB_B@m=eO{nP!eEp2U5{5J*i5PNZXjtt#K%WF2Qg2#G z+m!AOjhL3t=VKpgiX9D2j;}b|FrV$9{!ij|e>n*(Qjw>2)l_(p{?yF_lPgM`CA7 zU(T{y!18=W4C{9jJCVV7y-wXibh{}(B)3B0s`x9eQpYYyYN7CUQ}y_`zcF&{Wed=p zQbCPUM3h84k=y*En%*@m=1hqMQtX}uK9}kHA36mSEltB+YRjMaeTw2!QM5Rj=Ume> zCeFGhmrZ+70xzJ(fd#8wt4>Tsb%%wd40#-ES>Y-mPuVqL%hcsc`8NrJ^cM7Z$&vw} zcEibv9PbJ;j#fw}7!7F{odb@hKvMb?6S3sDR~3G2oJ%nzng{EN7#9Ip_&y_28|_{@7j$IBl-@o6EgRR4d*7as@^c-FmYFyTub7_Rf%4EJuVolPaaOgL`4PNuI+*m$_Hqp`e^!4-lMNM zSV(!_HkuksAqe$`(ffn96C`zTQbFF*as3IBt2S!=p^#C$@T=W3gcz;VR)w`vLgHdW z%tZopo1L|5EL%Lk2UXsAJo9PDZg_c8!XOlrWF-I9A`F|_hSZkD2y`xHpTGe4Qqb1z zVGsC_hlem{xER7{@Ge5B%tE0UB@tAw)V8>wx{Ya#>=G*-ocwFzT-m1=Q_}9T?&6%2(~AtPYzU8v@obxE4b3d(CYL&w&(`9rgJoD z5{W6XV_(1@8o=cnKqr7wJ4`jYdg~W-2`O_$QV7_1Kiv1zMj++={Xnc&-GtJd3RXv| z?~>XRbTZqepw}A78NHAj2#*u-Ba{x}y?cN=$?x$Vo9_ayMha|N5(!Ao6h6Q(6PAYq zCyy?@gsTWu5_zD2wbGybt6ohDsu=44isfH>+SB0|CenJ!t-T?6y9cmgign}hrNDBG}?U95GgkHOyOaui=Y+){Racg#4Q1+NyNxBE0 zwrYFak?ZlTB0bQYj67)ioT{um5h0IQSG~vrnianFsB^?p&EYbY1@OWsZ}+e@IY;T_ z74%Z4AoA%1b#sfAXyT1mvFx1j+@?=wq8KWuE=oX8Cuv_(8npr)?X`GU`Kwe{M4mN> zjZM5PV0u%!J7!3SpcHz~R00HiK$AYJ5%r~XFIBW-+5pr8{CroNjnirp{T1B=6v<0= z(}PQRE$_`mK*y=bj+b|?L=~Eai@xV4->a+Hc;jMRBksTu311Dt>@C@-b^)0LwEAgk&B)%PP^D_2$VTRWRr>^Qlm#ndlom6_n-(fnzmFD4#a(O_uXi3r6 zzbIe9New1QRF?)np!}mr4To_8-Pu40s|fZ@!C~}Og;5gXd{^U_v5f%Ygc`p--~t9O zaDSZjF|NOMgRijyK_GD%qQ9QiyRT*E_*KUvoLQX}96({T2O9Nju`z2&KON@+VcI5` zibK{H=5u+*#AZoSPPa^P+-FprP1LCjTEKS|Ca1me9SS~lC}FJfK5co)knA}=SuhsO zm-B9-Ly@p6FWi4hc6Rn&YlFc@G^c^q;LC@`B=ncxXuh?Q%*qV}%zQF31Yq>TsPksa z+Q&FI#~!46cx`qX=RD<>bm884Ay27=9(#I4dyK6CO#17dulWV~gIsNZul5(Ne@mN5 zy8kty?fqCb{_M`RCQDgoth4lBi0Eon2Y4_-4-w}jVdKn0LT};QT@73dpw2m>+}M5Z z*IS`wJ+eTd0SFCs31P)6BJKu_siYj+mlPTo;UM0}K}7M81O1om(s87rNIL+^!H;fT z`6v#f+`Iw)(2e#UG+q+koUZz$L*28x5Zuvm=~{e9rDwIFmOb)T*;ST5U=FVw2&K3H zn~~HnN_Hb<)_&;(H`7T?!MM^*gc}x6b?AicU$n=vCid9lX*69DKS9HIA`O20O#60w zH6;63I4K^F25fjptxAlnfziK!s?BQNpBADeHFAJfq6|czk!muP1Ck)H>8bec8Vo@l zkQ^!&)gc{5Rweq@gL~2Pgr$n-PHo-Bye@5P^YRN}prr0G;LYRUI9dB4>JrCtB~G3~ z0$@|8lXw;QsgbGaX{vl}n~y+MNafASuJ>3+dcm6L?q9Q16$~&pI`Aey%O)SHF$# zBgtC>txlMe^aGc?(WGvVIDR9*N*$s*xD*IP2ExKTdkPc7w>V5rE+Gqd^9AbzICmR!rAqw)@Ledxr4!e38$gi8;KD%080ht+f(Qs;2lF; ziU&cM)J?}l8WIVVB2e;x`U}<25%+L5ii;!9;rwBD37 z_EUomiA=T143*eMVOHDU7#LkJlsY177d* zgE0x#j`vgV0=7Wy%fuKwd+iQ*QD>T8LZxFChXbeH$+{5*_Q^A@!=n;!gt{bHiKcg7 zYzu?&Q)uer7ywgvI23;`Q40eccsUN4VMiPad#E@f0Hg+ajVo~^V5 zI``UUhjo{uo^(gaLh<;+zkaf0?kE#Seh~t`hxpgQ9#Py#PaA;pO_UZ8WD0K*Py|^h z>b9uBna#=nsd;fH<+GF&re{_NI>QlH0Q8;Pn%0|&4f5Db^ze6QdM(uSK`91JJtc&r zq>v|$TWkUVX-kO#>vJz&yr3F7gTcZl;+u7T=E?pPMyEq2Y+NM;a3uObIPWjfv5`Je z%8DVZd~?MDkn>`-f1F2J%OV!J7|yvBmGgpM?HKcxQ3t7+GM$L5hg)V6zsQS}+YUtr=-p?&Qv)sIU) zf58N`d(#U**&9c&a?}>lXHQ+gEJB@^6(Av}M1Y7+lnc<9IFBCtf1uc8-qSnd@yYZD zx%OHfJp7mIDi|(?#u^FF{3;N`wI>#5O(VzXI^#5*Nc(?u6sUSZCX8zLors`y0VbKj za66zsuajJYM8baf9wdqeAO%naW~ilZqF1kt0ngSeAf0J|z=EOxkS{mVd;|}0Z)#8- z{s#*~YB>m7DdRz9X&H<@%g{2JH}4L{492%oVT3A0Bs*k?3TO?|{NP5+MQbtEpNk+#!D8A4#jQOIt*J1&2g z#BKi|IKU&kb@v`G6AO!TScn?Pc10jXtD!cheo!T=4_wW=;KwCotW*zM@%vjMzc%&9 zF7MJ1Osh~>a3;29+VX5wd6AlFr(?S`7A;_xzW5||P{M6KLl+WojT0*Yf9fhQMaTXuEKBRsc(>A%9Ad{YWSR!i9N5 z(Z`Z)0FQk6-t%7uC=4jXECr}>3d-l5$j&UI!?L^X>~WZ|-&U81hGLkRrH(&3;zT6);cWDA#_M=GG3Dia0O>tU8N@g6*BT@!eJvHTN|F zpD^EKBjlURJ97KQLQc!|?)C_`v47yD|ZU1~vm7 zPqG|+|EyL0*Mju!dSKgHvs5v`M9@W4klSAKfzAL}t+eB)|Mx2@xR#pXAZ0&6wBV?P z++uj&Vc9gZCk;dk?Uj2;T+@9d4$#7wDNh?hZ0AH2jCuZRjyThN*$w zpWN8BOBh$CQZD}KHn?(P^MUX_SVcsK2Ed5NNl63(VOiz?q6NLy3c=l%iA4MZ8%G!C zR@Tj4V!qei)Y6z_0g1wj7k;jay@(#qP+$!a_B4D~-kS*Ru5-5^BFBy*jc6Jp&}XRb zouI0yvq3g%*Uog?)`%sF2}bhI=#-s|p;M-SXVw>jV4-!&L#h~u%#@37n7`)Oa+HMX z0GQ&sUBJ!Be;H~e2&{rbo=}Sz;T#P#C8M&y^%t-$#adM9qG+(!aHz%O9j6E5?NA0| zSt|IkPQcss%;pjp6NOE7{6%NdqGpcnYT+`G=6Su9peB*R%VT1u_ z@_RT;)GoOJ#wW@XPKlXjC_xgZoX)-R+Ac58Ak+B*86p{SxHOr3)tIaikVsQC^Fnkn1uH8X{~aNada3CY30f2TZRQbg>#TXXd+4%qQ_f`bxT8 z_bU_}xAY!dTpd#Q_DNM=ji0jYof<)s8Z2_;qnj#m#rw3AMdNl*rS_*yt@l7+|7okB7tbez!(5Zfo?ae{KX(2V5o4H4~Af<=^x$ya9ZZ%0sW5B>%j zP!h0g&L(#WiPa=>PKZ5ieLrY>{NvdCgT_x%{*@3J{Y!BB|~;rfG?K_X&(6 zWTuwv7x^KQh{s(-A_%>JU6EPRb==o}ic4+YAl74B+WnZFj#?6C%&(8#H6@lQJ`K{7 z9Gl@Y-a&uHS)BX+W1`>ZP-dwDN(ksa(U(L}m1Yr(Xgc+8Z^oi#(7<*r`zQZgJ=o#| zyWfeb>IO8?UvN^N!1es-*Dj=(oA6kugJgVq0W|*%O@H4HC4ZS|uQwH_D@fg2rH_;Q;ROY3 zhF^YNKhW|-Khi;{xaW|f$~?8pgIhJu@UpKdPL zn@^;Zq;TI2*KT8y;L~For5fGyJoaYIBeC2GVwhK_0dhz$UW}N$y!^fIP_I&BqG4)f zQYV~wF`{B>Y*12p^{RB07H6pP#_z_LoGrkheYxjQ*V8mV#AIVr1B;8*Fke6jCC~Ms zro^Qt>&2DKZq%ymb_aq?s%O)bM4GXdq=GWU!eJ&EwovC2QAFyc00VY2hrks-8x6En=6;lv-}m9Zx%j4z=hqh^!rI;(Q(0af=Q;dYkC~3iq@mve zgMv!ovLC!oH_P4=fctpam%GF-@^psIHvW49F{N)@G$W&z8akYDKlDJ{Zrh$2rm+#- za(;WbC4T%~?G;#U@mn|dy}iGZe;F8c>q<{>opan}#D@{&RBb#P{R4(N!>)?|{fnDY z_uNWKN*-`@VTg=wpRiMg?pdWHh=I<0n}s>5YtM`6f6YN(3I3FQ&f5tFKpD9Kz&IyK zGq0M@!s@whd4~k*4u}&=9GjHTE;YudFQf!Sy|`48JpSi>sdFxhcNc+#>oHBP7z1q+ z81z)ddty@qsCzNh9iE71_H3_87ahm1SddpAK7?RXwm26txVw-L5RvAe{J6Irm{yq# zjz)xA^`l4JC~jmQbQn_%O%dnMZ#F}l=crpunwpe(@p~u40Re~QF$8ul+H}08nE>mItW~-^^GF9enwsJVbdtEcq zIdcp@PwqLGj5xI;9Csm^`s|velkNfGsq(8<3B%tA8}T6tF9Bi&9eX`q5PQy_KYurR zu@Dhkcn5iA%&`4=5P;5X`S(n^8bb6N(FZ8CGlP zSnJN(C;bW@`3T3j$!bjfB5yCMqmz2|tDYWiW;q(TI`@xhyX$ys<;$3va~~ordtt9! z`2#RBH;#>OYCNdx)N!M7A*{{qOHWG}3fa6^{4#8(lNcwHEcx}zheIuma0uc?e0U?{ zieDd;a7FmIseM2hr8gIk*6wsb;d;z`L`n^Lu2RP7CPyH2c&D^OjT#vHUO?S31ucW`pO2XnH*Le!${}pVlXKTk#gAL{wwAM<CG&%)**CnskqoWt(z_DHgF z4)!G~w=DV?BJ@v8%uFcwaHIxegwScHP-RjVK}71{5{v$!gRfj-$#^ZFZ!Z?^{rG^Fcy9Z(}u;DKvP3PSYZeS1cZ_)y6 zbTM_qiKjQ8?@>b0%`_SGlquL-=b%}L5w-yV0e66TUrfCVGz+=Wsqs5DMk=^{YziP}qrC4;F=#6%xBUdK z^nrAgtfdId@sfAS{9jP*IhrayXAT=^3Q|6ein4GK>PAMq@M*_k4c0QlWi3^|gDSe= z%Yos~cE~+AQv-3XY`}x#_H={_HkZ+i69VVuY{#?BS-NyOT3zO2i1t{fM()11d$Aqn zy=z+}BQq7%IIQNi;V-9c{dD8&J|WTNPNj~K`KK|HLD>k_4Hh2f-?yl!Xn5MgOp7r- zsJG)>rWnkB59@N)yRTg*-6WF(l`)M3t*8h2GUho;p0}A6dMX?70rI#5AWw8CKW6QH zO)PiN@8$j|cKul*+jY%Z6B-%qC(Xl@w@tmLlEHG4b6NYo7b_`-$6vE%jf8ji^Fn6^S>s@s z3)*fa1vEW@w~0$d&(1WT#`^5ub?f);U6P-lua~pedhFP-R%kk7b8N|1DjWuzZ(*{e zprYd*T~2Q9N=%y6&)aXmY!hgOQ*_U-vX^Pg;bJ3O`~=hzzZKUS8ce|b8H-&DK*J(p z7|AZ!;9M6|hgyF9JoUyTK0ZDJv$&hxc{YFQMDQZYY5n+D7% zRaTLdoD3Oczv}I!_~R4k&RNUUPu3GNzwK6SFSO2WuDJLoyzjM4YNF)O%#mB|{%H<| zDA~H{Io2j}K|wfbo7egZonOZghFr3ay(>-b@PSzF*6mkx*tdr-<61n)m!f@3V4He5TEuIgwcoD?N6O7?DM1gZOs@?sOJ(R2?D)3|=&sD!H^z zf%Wr)Pk4pKk$aAVD0->u=}j|wDy-FzbNWTDOOo=}a~Cd%Qhsy0c|VWJl(scZK;g#B zdA<0)j}P1auDVI#;o)>4lquM`xw(@i!T1zld-x&DIpmsoE_PJJeC;!9_ciWONXKt+ zG?uqy?>Dd1-?eR;)l`YLzt+_6feFiNO7EF*dhI@y_LIu<28;i)ASdt^@tm*Tz4L<; zk1Y*Ll|(y10PH1OG2U#oNcTN1o;}ol6d@!r$9kv*wS&`#H&vGe-hCPz8#XlLZj^4q zlNyNrz*hi|75la|?ZIgi1@-1gxy>CkQ3T=klpV%s&TM_=cH)OU|Ai28AhD!kKJx6TFtC0T#(pTj$n z+P3>?d+6PJ*)Lc-RbtnWse|GKj?;NrzO$9;VhK0j{~ zYCpMD5RWa+I&TJF?*`sXao&h9i+6OxT<(AE{yS35njSQbCt*x%^@3E0yE!{MgGqLC zOZBkZZ3_ki#lX4R(b7CY<>JO^O!$cf=;z7GJzu?j22VH~pBC1C8xobJ``&0OAO4x| z?_X9~8I+Wi!wa&JNwgdn-zF{_?~e-ZyugA zLx?^fkq}?_@pONG>T;we&<#dLk(leLP1}QK!`&0%OrCIT)Bt}?IFNr{CS~ewF<{;c zpX(PX$<%Ue&X>TBi|pv=*mmj)Mhr66tqUx-3CEbTDij2&+l-mLpFS-)<@()}vHuzp zm4nq`vzD#9AH7%#&Ti>-8*u0YgGE<2n`c|yIrvF zmN`8C(orC2ejF#qZo}>2i>fx9a@@*@v{Np8?hHp3EUY{ohGm7I!XAI@C~KrX{(*rU zY%s!Hs0$uJBm?ecn6UD`i|Fn)xxPK5Rw3kkb9enUSVcOS=ofh_AGrhWMVg-zJ}VPp z;f>Y$@%vxJB*8;kBNS$f5Um)5RJR_JSH^rM60{SkHfU4Tt(w_=PSr~gy_3_CqX^0u z!+=)XwYIh{L1djQN$JL^LKPd~9_+U2p2EYZ{kF&McDw!Z`|w@}fk!Sj;|D2gNl{cG zQad(Jv*RM6wo^f}2?AvDLRfM|Z)^nH66=z&XcHfg7CnZV8k-Rx&Iq5+<@#121)qSz zsWbJ{P2|Y>0o9~<1GxPdSy|a+Nq%V)wmHM^la^zJ$Njy+9u8eOmRRrr2XP9cgejs* z*Ey{r-nwvNz#=YXelsD3J!&{DXHN_)pBxA@tjb(QT6&6@m>4{Qf}aQ_r05A<&9)(k zTCg5BMI*eU7XaK-ooStEvIHyNuWTAG-yV}x9wbnT=nBDV`>i{(Irq(77$hKD0V-DJ z;a}dYKsnQsNK=6HMBC-(1jWZ(8|4 z1fOKf@EqQEefBEn*0F3#T=Tiua8~c2XJosK059)x!R+H)y?S-BB&x1LY!5YFK=1qs27gj!347MQ>h?=Vei7vT$%aW&jritk zN0*_@=L3|750gnt5W75Z$kdB_P`v%RHG-e^>cZ4`n0wtm_IE-vOL1J|QWsg|$s=@| zFh|TOv?>(m@_n(%Ek_HA2{6#_4)BLv&HXuN+IrnO9^c77V&9yv94&2n6m_tRxDqlG zkP`jF!YbcZozlO)T_;%*Ew5ezA}V&{K_>w1bA}OL*s9MH(Mn+#`ex#s=eJG=7mZN^ zsSLR=P~!&&6=JK;9&W4Pf=azGpfLsl*T?W<5ToZp6aV_1JCkcyTrClfSZVbq))CoV zI~GP)@K01ZU=q8)YIHG)M)c->6esr25Mae~?Y<{YoVjGqgtI**YdL=JZKcfTdrY$T z%$m%*$Oo~;yjk&eiyk9hxBs$l)Az&xTjzC=;pOG!)~`!^7coQ=E!H&Vci7e>Camo{QhWdN_jk1fdf&8s;B7)U6w=m~CTY zqlW{VEQw_tH>Y!L@yV0ZkZ+7fJPLm7evg%sy<>_e+(Fu3snDx{ZRe|;AA*f`Px@v` zTcOB!00AZV3vA1O{e`tdS1|IRJj#P=9w21ZzqyM!cKmpoxA&v)KwCf3VMb=Im+$WE zlB~b}_3PI&RXvqp>@X)Y3??m_5vFWKplP`9J+z< zGbxS%&}$M?1KHg3;lQQma&naDT+{ZzWX17wUcWxt+s=eDaqfP$nC*aw%>lI3=rI9t zPME+gGWKNu>rx=e$INs0#W4b=Bero!4bEp*i_t z>LSa+{9K31*blf*5JzT_#4Y+XdQntdRp-2nh1zXA*cck4p{4!6`hKHZ8IX>uGT)(|ystF@95zOdq&HeMX-)hA8 zE-s3WsW$*nj6u^wytQEDzTzn8fYO{;yQ*zL2W;3PqvVsdW|EB48yJk^!x?OvcOS!1 z=;!XUOO`}e*xpTza)k-aInK5&XWFXx|^VWtbvD!OZ|iM zpwcDW&z{ltI6pEvR7554=r~R|grrTPb=NFggcUqKzquE)#F_(a&DpTS?(Xgv5v&dY zw_q>stWH4o4HO5=))fvdIo{aEkI^M=BF&GyMB;h4c#nXK=IL>bWrr#O6IoB~neC!! zFEO{ClH}84=#Q~t|N7&Ao1F#l4@(!a{DWQp%uSuu5wVI+;)@nd1O}qy(Z4fdcpdxn zS+fFAk|Gd+Ps&*SQ2D~yixOeb|vnQ8*UGG4BS<)_?%zeR8G#d zFt!&{akAYbfG*xSHi76^#kI9Fz$+4wu`K+qSDC-R(_mXwbhU88LwBV+u~Y6RQx15& zpchCVfVK$fKCsl{aEN}pg7!w8iqhja>33{0)tH%xp0*8M2aw;lrW}aoKlyyFs{s)N zH!PTrkXiGM$E-{iMB_R72kANii==EPNQ>{Ab^B!~%FxBTZpIs>7#y(piG&dBH!dSS zv^QyGEiMH=y|v$KXZ(YY@cHhz<%@*kb3DATn)}s5?it?Sd)FsRdU|np2VrLdSM%EL{e^8FL#7f9$V?~|8OjtQ3X!SA4wVLFNM?;fG9(!?M4Kp6kql8% znL<*DVqv2sQ^xmut@d-C=bZC?-uLr4=RD^))LQ@leP8!={id7E@?!O-GQnEGVnGWA z`6U|iAYJ99cE$2mGUye9-lo2g$;1GrctPh-ajR_GAh z-c+>aU-|$i3Z1}WTJhA;sZr;@{^PV7K0H6ia7~MHfzbbQ`W|I{97Ug_e|z4A;ylMg|7=oD*k9AA3rrQs!%kz9H*%d3kx~ zl>H3!Av`6$h|FoKQT=-R&6%SYXP*={XXpFnTM9Ogo?p;JtuPoJj!4k@ zulVK_wluAuF8~02eZAPAvP-|8?0&gqW6Z~1x2GsU;2N(umZj~~VPP}clnmRQsrft2 zEqk^;s(N82k2*d{(+vBom;X7o@r)^vPvq-#Z=tQ@u^+5*94D6ExIH*>9nR%r32=xX zxnxPA#fTBXv6c%LGJAkH*@0^4GW;m|yJXHk!yQpTPc&bLOYE8?&0siufs7!W7W@Vi z_8d-2ov_XIZMV?}-lQa0JomoEe6P)kvz;+I#^q>i(iq6ncHbT)%)8wK1Tu`NJ1``q zx!M-_C%kSaKuy-E`cgzu&w12a8CimvuWZMLxsM1P)Ky1E=Q(?S8^t5?<(P1-4=-=` zWcuEAb$$I#5iw-0O#mX|rs4C9TwHLY9FV?X059L+R9={UMVjG{A3wCdO^GnSY58yb z>vd1v2ZwbieQp0^9;|{O6YTH24i30+|I*5pN4ns5pBVERP1jHV*u!R* zi`e?hjSFi3!Z6sH`yMcnVfXaTeF9S8pgJL$CSw_3s~_){>`W zc&X;zPUEzWbm=nb*v?|3!iJ%4{tFAwtAj7}KIi%Qt)1W2sC&~bbM1Y72k7YPTGKRM zXtd+!$(`mp^Z3NWsvwWtMgEVQ(_CrBj|IQ`w3DIVe(jmg9DWZ@3U9E^`Yn=0t=J$Y zwQ7p!0|)S`^?#ln*)ldrkS`|PZo>mg@4`9VNpKpig55%>^E=o71b3UbcqX%r^Vb5J z*I9W9PG5Q_@!Cw}^&U(q{m?`hYGnkNb=ge|2BWx=h5yg&3UWv6*`c>GvB`F{FN z5vm##9e(m(f1sLcEUWhB?B?z164ud}4>dQBpLbhJ`1$d+U=*`ilReBVqwjAiFiOcO z9-j8-HVyaqeS@o2bkqh_ox;o9J|mIV`6*&WPU`#+~Q%YjmXzGRiBb?O%s zr(xu}Z%KJEC*f6~K!HS$bdiP+Nlav>af|L2tpgqB@_6IXx*nT$t`P-s)F-31AuIA0 z8d9CplLO_#!9|1zcqV<%CS>?2ib1l8 z;PZR%BM^1324XuiA=BpqUXF~r~S6yM5yvADNPQG0wEobTAE^Qr%+%`=9dP=Qyq z{|mhO2Q}6IB#m9+InLBsH2n&#IM4gEA)CSD0a+rA1`fab;beYCk4}&XLm5V&K6^Gh z#ZKVzAMD?NfB?m2lc+Z2C^-4`DV%@C0SaE3d|^e&fOw9Lh$KyDVQS=V<;?S5buYiu z2qj9zIQutn$a}2N^c(SxBRtQSM0QKd9%XN@Nw`04qF``n4fN8RwP_P1Jk|U&yWFlf zDcl5Sp*p(Co6Y+KH_rK-wRccEy5JF5{PxG**xIQvD)6qJzkVur z8z0OH_z$w=-zV{ZCrhI5r_z~u&BU`<&2|_AzSgp7ENCHT812ly>3f$wak+J&C{jzu zXU@5Nf+6c1=|VBQb9k(V%qS2(8)9{4rud4lHn!lh0w}pg*17(gMOH~g?>4Mkw+|dh z5W4N%rzyS6RFn1*k(jUUG5!2LItir#lcZu59kwsJDESID50WDc&O)PZlnTlE__H9f zw~czudd)|A-zY=2wzFtb&*|q+8-MJ1_o7%^fBgJ8`^?mG1~@)T`w z8Ks*A>G+`@HhW@ z>RsCR>eYmg769cdCv)4 zW0YggF?>1j#wWL9&6+h^OLHBWQ&LjW?$71q8q~B=ms5ZDVGXwxf(|GnJK)?ktNdf| zz0j>jZcqBQJ4h@}vpNkM*4*6d*jJo~0eq#1eDS_c(7gARtw`wLAYtu(`R=O?PT!Kw zwf{xintBDTR?-O7sZ(cF?5+c*W_5Ji@p>08s}W?ZXL;Fhi=7_g2GH-u|11#uf3s<& ztK}51I4T(Lt3BYY7Q=?^M~(ouKlMz#%c&PvIDG6|yZ_(nPG$hEYht5u1t|MEwki;a zj3|9&ClP1WeR`!Le91-sj2u?L(-$w+BOtEMlTs*-O~25BGvzvuqMCx0us-%Gy(vcY z(dCKkto2=NW81T^zM>ez&S>F~kDe{M|25Qf%LQ%+F|tv|`K8!=x>sXpRfbTvCy?=8`gt$z<)b6I z%RutAvT`>6RhN!nVHcAM2+pl$dmXuL086Rkh2wBfOdjoGgOL7Q-R;U`#KFz5 zT)12Lcg5kX*A(9OpFTm{4T6$WfDWtyr<5ys$B+H07w10RY-E1;RJZ=LX?g!f?d^LW zP%(26_5T-!qOTfhJG>#7XVEtRCZ9GPC6noh-Kmb8comnw&x+}K^Hr&LLsRcbUYhT+ z<=&Y)$L#uWup2J?)9TXRNVN-vzs8#{>NM}&<1@mDCSSZr^`3Fj1e$2i^GDrV)VF!y zTjQF0WZJX^(9?!C>U3_S-7jfw-*In(idNf608daRu~|)3z^Sm=iqhZb$NcE?Y{o-* zOI0P@>7(Y8x(rl-rn!fGQoBu0R<^%8`5XB7&mU50N3`68F?<-^sR>?*X~gH;l)kZI&vX69(VQ#&&<@1*LvU;45v#o`Oo>$C}H7uu<*RkGeX z3>YvV??q6H?p9A;Z~bcN@_T;8Rw&>)n{gNbJH5FI0zFmvZ&UVz>R z45&DBi`{?l^j5q1Ii}qiOy@oe1x_-l1r!py{9;-jta`Zjlt})k`pX6i*@~DC1SPTC2K#U&?Ng)bAi$S zT*a5y<@aSIgu2aR$g4@ylFn7g@0rDmc^rZy8m}bs`NrNsgSf+EHK;KfiyAmP>T=S| zam{pJPF%r;*l12x73A+nW*Kcrtj$q}xN+f6TJ)UJz;+m1q@mlB-Nhd0GWwi&Nyqmj zXXM7vOsQ3XqU&PiTGLV6839kZC;tK$43%;Qph9Q5&3Kbbu}hZDp)(;L4zW%DmA?iI9XfRP_TF)BQiBc+e0aDn5R^~p)W{D@ z8>%_k(7lBZ>yY9;(%19U@-MCxX=$K|V1n0Z1hXrVvaNkEe;9|5TFaI`xel4`D*=n; zBGxK_42I9J;$Ep1rSoA3$J?@l`^{em$yhCM#c_=Y;)V28r|M;3Ers6iUbCT+KwFxy zrh@3Hzl47G&YEUn@dsX)5ETY4qPz}vPkOI}A+or#re?OI(XZt=cIbJAD=q^w#^azD zIT^t%eJrTe1juX;)_?jE8`##_q~Jn+i%1MOe_fxxL1ftV66ScW$J^kHr%k~5DkmXi5YEUgTV1S<%Px<(C=lx;4;>zV!yT(R6Rq{F2n{g zM?26O`q-B-S+9$|nx0;pC`LhX?$8d%jHy!iJY!=hnwnTvuRBOr8gXXwXnN;IXI&z5 zyf>b^g6`1yNu39v9Td0WXhH5k+x-Av@~O<#vosw(7cExfcJ107>B7*xV~(+IFsKMe zH##<^faDUxYO^R*v~2Masjvn`#?yf?Rr_1w!exOO3qZ1k^7aWe->hD*D1e3}ujyJJRq zwZWiSS&{7(=o+`@7|gpmzx|qsj9;~efoUWVV<>yUNd1IwY>y?k-_q1FK=u~^))?4C$IDfy*?bs zi__X4oQLt5l(>Cp2V|T@7*wtO^=HG!MVYJ@ZnB_A6y~2hjS5dw-rg(AmFTsW9L2o_ zCImbF!Nx;N_nltK5jXGLTf&Z4)Jpq0NI~K^A`)s!n)A%id=vCJkj0H{*CUu&wCMfx zO^X?FrR@>80g7>F&c+opIgdnL6orRQhz zj+z~qZlE=_`;6pA&c8@BbLZ&-!`9@y^4x_=ghO4w;hckyN!K_fxQdNB2WtBI`Yn6W zchHfFI9FMxgU?kt@MBeDPeq-&b$gE}+ev;^bIGrPfB9_WeuQ2r!zcphgFlxF-kJty^~pJ9SI< zX@;<;y!QzOMWPtpk|45S(Zjin+pNE__0mU4p0vlj2TpK({0dB=AZ1zBgEfOcv#WeJpXuGxehzSy*1)!n$l_K z;&L_ymrUy_MVXUGShr^^4Uefsi4nbjO}9~pp>f|e!fR02oBQ8;xwUWo1}dQjCw)FP**_S6K=Qt?KN1+Q?(CmLdc|Q7+Off5ZIwdBC-dkP~T6C zl93k)R=*S~l5p^xxp!y#>gL72>UGu!xsOcTz=~^tzbtq3*eF2r@&-7y)NEv0wF;i7 z=Mh1~3_PEx^b{fkqlkz~69w70&$YC5bgJXrpa}uALqOij*h3E@dTo^kAIrX;>HT-K zDje~RZLdod^vv{S@_XqYGa6MaC^*upXpoVKO-G*^0$1W}uECr{^WM*GpQiuUTB|S- zA!dlSs9RzB)_3i?(rqPY+G%NpvYtePfgtMkbpO~CjS`arva~R~^aHr#fH^o)&F1*j z2McSUpd1_XET-*P=qyN;EN!(_Tto+RK|h9CxxPpQiWVKSKCq$k{WM#-x~>F;Y@b}G z$dTda4J=*eFMLU#Hp=Yf2U^Snl(hGsKd0e@oTKbpo)TehIWFQ1a>ven?9joAxSz(S z+2DJ(!>V1z1C3}L4{=ywt$d5<``4w;o!(*xP$!*q#jM)hqQ~5fFA29EFTEv~QNTK_ zF?OTK6F(MVJal#W+!2)9YzN&#(ek0p!5cRNw^h8`e9fpmHOR9~`KlY!3(GWgaOtku zw5c&SYgTLjY}zww@~~O6+DijQPgX;LO<`^3j-HWk)~{PP3xJ95VCXj0Mjbl7Z#&C_ zb2xaF8m+%%wrbk{(75$IW+bb>1B6W=i{ncIqX zvbM<#dGGtD#5=r47L1}&9f5?jKLU}0lyRz}WnKd`fOr*B z`)r`a7yVPYhigSmqqD3`-Vk6=1LWuCI?dqFYBg%jqJLJbLa$H) z@^Tqsp_*QU+Vg)5eJf+i^6eTI^DZoYY=mHhA(W;rtgj2-ao#&lb@*;TX*kQO;oKm>NHH_5`M8`;t{2di84`VeCz99 zR4dGT*_cg6J@MBoY_Cf^K&}%Cz{Ye+BBG^N-;X*j941!xs9x=-hR&J7d^SYmM~eatb1#!fnp2 zsNMyOr}G9Tpdf^7=oISW01<)rrk%_PEc8AjViR*`_E-rgKHipS*l%%fK<&?OJk!~8 zWNC-L9vluVmnrBERZ;72HULtqFC)wx?>K`edcDm|TTu#VLd|V^^EN#%LKOL;5me@P zAli1V@xY`NVg|6<+iK40p@M9mbt?+xycIrIKx!F=fSyX|WE8vm%sQ1P0!U8Ch_>n* zD=C#j5KCk~OR$v#wDzJezIsOMyr=g0Ja0hAZnG68tMY#vW?WQX_Tr{G*E_VOSsmvc zndZT9^6d5>=iUCFP~d~tIcJY9jq2c+-+LfRp+=e~wjwlFCp57I6#a=gJNm_CgR^M^ z%T&!vU|Hk5lW@-ntR^K0`bD}AMI z$!#$y9J7x^ux%Nd`v?H;J;Px%lMTa&49cXXI#ujA`sG9B3z7+_i_BQHO|;GihO1-0 zX_WDE&h^L5pURjsMaG=1BY&Kn4O|W!Mw&v#udoG7!{cowtTW@w#vR?K&3*ERI3wr2 z?4G`&Rm}{>C^#FI-LBm&t*5$oiyeejs^ah&GBYk zZ$iF&q>C7xo_st%QM>GKol7j=@wVM&rf9D6e6rEHV%0&n!1I5*w7i+j$3_m%Fq!2% z{N=NMkjM95zz`e|T`KO)v)KI+iIyq%j)vrQL=yW*Q@dYzKPTS}cfRfpzFYSVyfr#x z<{STW=Zx?&xMTY<)mr=436aCCK68{#N2#*S(DKn#086{v;tqn{5$CR@XJ}5CpLz34 z=gZx~7WALdHS~;<3yXs|B8y1`Tpe3X4{Pb&b_D%58mbZ7y4VW-$tk5p>^Mrwc9wyegrlB+V$&! z5V=^CNJ?g+(`LhOquIz{SUkvZLA`OpMwq~hSZ<;<87Q`?hDKM4cXOn#>RoJ_Y{_4W zY2^6nKkp93jza^{BG~iw)32Uap2m9a&yto3CKfRiadUYKi(kCxpra!|8xW2_WEK_& znKnJXzMmaG^*Ge5y+`uV)y#T}P<^(B>G#DGOV)Bpi7x3XTR3!rM&4UsX?xuv{sz7! zJu0_ROuGR~dW|aV95%k|b`iYt9q64el*FGLd+=Dm8RzOHdnADOUdoE)N#5^vi61+` zr)-9r8aQ1jQ}kdln!a@h7JHoFpwgu-I2y}*V?6_}NbBAX>%x0XpUQOJoszkgQ9Tn9 zt37ArHu~fYQH^6Ld0x(8Aa5ySTh|>t(ufKUi9HT3FP99!(j|JrvHZt{jM%CPcKB5$ z*oYgPt6iu8+X$E)L4nud(W|R%dGzR!Ud?nKKWicr0jP!E{_z#>-#1ZHX?96v(W!WO zd&hvKA4UQfZGHQO-)z7DVwdD`2uZ^8yt^GMRY#{~5Btr` z9RUyK_wy`u-8szT5VP;$VWxyBp3A=umW%{YN4^y}Qzp*uLo}lwNT&%1xWV$8xS}Y$ zpVJ0R1P8N}l)n$Cw=W~`+YWvE z+6Zb3tWo^>b!RjVe0BD|b8cJ|=|eYvtUqo#yHUnA0|%E~EzoMXMeH{mTizeInKe9{r71%ab>Y9numAR*+>&Gv(X7Ap;5lKkS z#TKIUsNbU7VB~B2V^zd>+j+|xtX@ff17#^gx?&Y8RIZofK!XkgnHYIyh4sT1OR|}_ zQh)q#DPG_Uhbkg144&=`5zWt?@%y=qHB#g}^4;8h>p!eIJhi??QGvn`Oq5^JW=yMGuZz;I-j z`~kdO)@|3KO&`C_5#QS8yV86bv`JrJ$is!Fw_q4nynHj@z=Ol`hV9f$XQ?^Ol5Si& z>-?w$_Et4FH#dYdCcLUqr)N2ZjIn zvJ%fMd#FWT)>_8oSqujv0DpOCcq2Lg&Aix3=PR2e@awG_Yxl|dQk=0EGi5Lx`z#s( ztDKDseo^G>G-v>p&U#UVUHVKhTZ8uzQxx4vF~9{=b$S*RgjuccU{HjuE1urcoG>ZD z``uL9#5S}DMlrG`Ax8$od?S)tIAdk!frI<_sVQ;Xf-@9jt`YCf9eB7SUFx;$5kmPb z{1V?gI9y%O5kLr0`EjNA8m)oLW--Jn%MX7ZSWIs{Z_h+3CBxlf#88U|^l;pZ!ew}DLYPSi^%04PIKH+XHn6Pv+ zKKN|ibLOb%BPXI5LrL^X^F$5}e+e$rRnU7>Vy9b~byOu^t%J;m4RqW)9Z|{9L~*#Q zq9G3(S2=$Xzva-N{E(0k3raF3W0xoW0gM`QHjcf}OxvRwP8{g2loA6Dp|w!?mfO2I zr!00pR$niye@6;F@64wbV}bsU#)N{8iGD&F zUIH*yA31VF?~NFS#@mXJidTTt8#A_;M3b`C{zx$FzF^`ATCz3pj-i5HL*3ossa2S` zLP0!?n;yCFY{4PJ#n-^YEY2Y$v99%W%7E!$oXkf8bHYlXDHnyJ;#~a@uw5bVfu_iM z%yVgDWQ?}&5jk&@PRw}M_x_3OxuZYrUlv%f(KPTD$S$hAxJip{)pP?SPun^K=pbGPkh#>Ut*6RUU;aKb-P@R9RDTuG==sEIeXDVLWd3IcfP?tPD zN|n$T)K&m_Qk2_aG+C_@3J3v6e--r*tKj4)KW)QL2MwF_i)<d-Q|la#97BO2*kNycge;K@oRE9PXh>F2^q+CJ2Lsm_$%FJg=j<( zBN16K`S{euxh|#-^JW^sR4+J*ZJ2b*hqL9u21fZ z+I#M=b|0&Krxn2XYA5}v^7MVbUPJ97-MhmQf%tR&9H4XN$<~%cx;e&tU@^#~rs`hz z|08YVnR4So9;}H=>eo|_^TNPV|`eL9)MVQ;~ z((u)_SF}gA*wj%;(kVcFN5YCRRxz5_<3% z2$ZY`7w~6ZLI;`IV=6_W0fs~SCn*JrQJ!{K^w1kVuzxvZ@5;mTTj9~dA{$7A66mn#;GhoXtz3EC<3Yx zc{6V?jmNpwxA8AOI2_{@ap6(DIv*FU6g!DL#~uJbj^aZE(NoUL);v)J{v5e?J3@== zB10FeWUt?i6@<^Pi!COq!2R)#lCunt0YrI3rcNw!`MN-g*mvhK#@mW0)anf>N(ycYi^%C2(eB_+uVF5`TA?l1=64|C z?U?rI5tI=AuAVdA_WjNC>yL*YqxBkgwsAHdXdh=4dT-JBR2{XXi+m8(Si(o%fq?5K zCFc;`Qo^!N^D9Y)8fGzv+4%!p2C`j@c4}J~31`mW`W0hJB%y1as$X_`Irw=O!^pA6 zCjAuMf)-JqRBUu9did@pY+j0dJR>T4wymGaB!=l)BLEVsStTFPiO=kz%xZ0IThXR*g9hQ`FO8yO(K9ibitei`P%vSmOO`K3mWvDa zIgsjBkX#!mhi9k9>DHGiiArQA`uC#%!t2(p8wq<=x+IwgJn2h*$JkiA$=)ZuHK%d4b~?>?BD_Jnw*>8`2CGmYy4%wYAfx0pu+eKYOOlBer?);}pHN%>Oz% z9^?e5C9QZzZ5jd{KhWAXaMPxi!Pgy>O25Qt!?7X82k&pcJ72oVW(T57@RH*Dxhcbj zjt<9;fn!>O*WfI2Abr5~VF{RUklsH58d*(ET%Z!u(c`bGed+}A_FTz0{Q_RJsoEBR z$%G;_NoW- zx5;5cTk-;MB#c)bY1CE}GWcChf3C56{<-00Ky*AlxRP6{slkNB=f5)`M2q_l;}IOD z6^xkQ?t;o08{t&)8#gT`R3w|DK_ew{%Y!(hN@$N4G?|T04@&o3x!HfSg^%N$n@d); zZH(=!W@tYBr4MsWGm7XdLkZ=@jpc5y?2QGpcNf-Kp z{_h^L#|)F<4r8Rd6*P!Nolyx+&EZEf2}mqRQZ zyH(!B<>%yFQB9T{!r7HyDs-BxvU$^OXn0efIFQzx_4ws|TjljN(dM$Oh@O8u2UWHR zJMlv6^NusG?L^VDz2KtZ#r$|YJ*`{iCHnn5kF)9qc#~e2E|$nWy1_Nb)NYB$;}C=) zCX~)HPYd$khwX%w0&tPJCoQV-I?HC!{oK8KSA>=@VWGgLH3lc7dbKeR zJnLHcSkvMD6jz${@wWI)8sZSNe0i$9$8k7WHI*(z&QFev#LMackDZES@1M^|>CtRyM-*ud=MlmQL4s`pZAq%f7-t(?h_-kb1a(^60R`bP{KHQE{>u*zP0Ixw(i?b-rm>LXEv z3c=Qn`;AlGwXgq{kI(#-*JB<} z2qG*ti1TSS+(STM;HZSX;l2Dno-~;6vg_+3UUC<$vxbX*EPN~~Y)Dq=WPwo{dkr`? zwsTjHmybVM(X-Vl^&Xi2&im0qLu3;TB|{+Iu{M&UevLJ>@4Q-52zDylq9=jrd-bgf_hs))`qY&8h(QMaf!-fsTq(unok1gHV%E&_l_awtToeM$k9rL!kA7jbUjM9rC5*@y9;oE_2 zgG+Av%c2tPvbZ`ieZNb&9h{&=^_{Vn!3a83?5t67FP^*JZ`{`8kKpTTNc)J$L3|zx z>BLV*SuhJ#0PaWh;2Gb5FJ@Mq+oz5LvlW4@yp zru*)j9AniM1M-iQP5yQVkKHJoKXHVhBdo`h;+V>RPYK*lQ$F`In8rqx0nK{<(3((F zwQD!hyv%7KHp?SjNKM>`khmb{SA_YpR)Rc)@bij?5o6oFfnM|_U+6i&uWVOR$QoMA42ROzw;L2ckV5g&W<^zM{Svw zEG!!POC!9~+P*<+1Jp#QD7xmU9b0IqA-Wx|X4i_XH*@Ap$;7(+ZszvZrJweA}w<%4;pERgpZ}v>gVo`JRCNK?3bee#2ikBKqN^YxS>z=qTaZ8`se_>HdTgiYh zws=oTEq(2)zrZtjPZeQgOiBI!5k`G9LJu@4INI<+QSGG)^!+)hX9E={MKsy+E*+zL z8@p{#m4(QTcJ0Osho1>pmc1_eQ8oh9Z0YH8_*~(7zJl6jSEhC9tC+>jHwdlAOfBBA zra_kWz+*@|53iG5IQ#K6nowE>g>c)Hc^h?20ClWOMM z=i#Qnz~1$@vNuc%vs$gsB&ts~#+V3$nkoy1uw6$zG%ZTIB&ijKycvkTgd#TrL16Y$ z`m5TiO}YOE(IXQIK8qT~|1$~-&o;_me*OuySMhfvjk*W}i4RIh`ybdFj@X?#Y;19^ z_p+$jh@B)iu6p(A?`6!+Y1Yo1=6Hf{NuTmg#*!}Pcet2X#%p|*((k_dZve@g^54~M zhlyK-RBd3vHlhfYm40rEz+^F>AoH0#B_Sf3Wu|DV_4Oj?gtEp4Dxd(kq;AY@G2v80 zOg()@XBw)FY&Clyr>evbAgO2$j(1-op%95Q;*#RFGz9z?{PgsMmySOS-tl?Xfqik; z@Efl^Y4QJvheSJwlK$!GhN^itZfrA0pruiN8TQ6#Cdez$_IrG?v-rxmRVQrTqAI7s z7*s+ujBaU0-6f4@SWt6Xqxz+ZPv`|XDQcXm@sL$JA!`ED@%~tJB!edW{7QUAw0}C> z&Cza$qF)VZcdvE+cPi<4^p8|Y23?ia!vL=N3JrQqln#|)8%-8lhF`*F{XUC) z15V;g!)2fS+VnXaVF=8O=iX97)zgj;w< zHa1DPOshH`7x|Gc2nl9c8Ko>vLAfjT&?h8uaG7#XM7junHlQF_vt|v69bOfQGK`kp zx!~h=qzmBLGp`wen^Ie~C~$}`C?DG_`Z)#N5#5e*S{kRM*RGX#`zogLsC&oFxVUSM z1}K)et_2PUqH7TwB#Jn6x!9ZaWl72qP8&{}Y2dM1Fo$u9WfNc-u5l? zbFLvQuVs6kLbx7j#r?NS;NzY&&s_@OLmm(mRKo9Cbb=tGFct*8SbA%ycB*}3N6z0Y zo#T%!96xRb>IM%^J34W;N87QbH5W|0dCXvfN`g51Tz)x{*?nw$#86ieKmKFt?u*rO zR7{5voK>pyPW3KO%?t%%VDwDs9rl`LQWD(g-=6}P9$oeW%aHZo0^QooX+(@yTf zkhLy$dXDzN=oeSjUfEuupnts5=k|aawqopH<_Km>>LMP1StmJ~aK4T_zaSR7NNb2F zR!iFD*eRVE^#J8x)Q6(iVze~w&bU^#D|MEJxspts9m*dRCC}xspF;p@cbgcQl)jmr zu%LnQ0PYWMer{ff3WoFCRo>?X;Wg0jrz$&sW_WfpTk=QK4O)Is9pgcDMDLrSmCB&B zkr^3?7qNu6lNmsaNzNomng~r0K}Q>=VTsl zE4P|u)E~%CrWIR9~Bv$g}X zZg|lMpUMajF-Zhcay<^9n&gFnb=0Q0kkCqNl29N}K9&~d{}?dS!zGukqgwP+N!%O+ z)HCnaCbCb+Twx+XUNNz1OW(gDTl%eNvgpmTb%^mJ4leoI-+w7LzrVb8<;qGRPRR=u zu*b7b4ntc=ThoX39l={E91<|Zh`ZIK)9~kWTlBF1)6XiJ7DWO$Aj;OWPAjTi1{ADn zrl>+CeaF0GJjoj5hPRh@J`7nH2waBEpoi!T2XL=|fXRxNV>I0SxzC7)=u@=9D8pdz z)yQ^`l>V_o>(EDDLt}o2paa+;jO_~_ot)Ed2_Bq#Ka%<`dH>XA(4d_e<2Kn|EM}X5-t?S(L@b=N=faEk zex*j_D^-7xzjw6=JkeETpM6~ZNb~kNrmOL`a-+2P^hAyp5zu60zv*?z#GOeUh12k5cI z1JR4S*STQmQPxLh>Rk#R6Cq*rS&agiHsW(4vqELZQegos z*+Jq3%P^3AxM#r9r*GZ_BOfrkqcN@Xie>i`d*fVJ%{hs3@iTT%Qv6MOd;w?J$Fyw~ zHGqG&G<{|rnT_DzWyYL-Yu&3`bmO>!eAAsIQJ8K#yqn!U&0SBXv{Xow&YCg(S-o5N z+S-m^=cj)veeo!asMxvbDwCh*IZczel1GORKZhY*AM3!Or97Wzj3nd651Zj5M+Q{x z8$>c7;*`E+i*40G-msfuV56;2er{Iug&j5(%fsRVt74afG(cIG3m;q1=BP^?*P%<# z{c`8om#|I6hA1hIoN>~$`xHK*#gzEhm<4vWcUdjXM{GK;F?UOV{t6KicM06MaTqAw zzF4ba*I48ykrGwpXG>6{;lfAnFMscy60ti>5^2Dl*2Fr{Wh+fABE&N&s%eRRgnv_h zL$J@VF+ak`%wsF)P5)dF}#SSvtr^RI$G!3g`9;zgq8(I$IfxFv{RQ5$mPA_tPe~Y z=x0xqo71fh1l{i|GgkJ%#w3gv`RscuhxLvz;Z5ETCa@rV2&8=_*uNZZ62U+dnA_RZqdB(J4U0d zy`Ea)eGPV}lT-nL#y_Ba9ED?i4qZ|4%a@%L7PjsFyafBSt!K*Dq2jnf%R=65yGqF8 z7wE+-k5AO~=!(ggEDLm^JU>8ER&pg&o)aTx!jf_af!hKC=pyX6VphFwojRMTfHx7~ zs$gtM`DaLza1 z^8AF8<2OQ;0##uIjS95=Loroyz~E}%jr3!rm)B_llqY~^bjHmR_JVd&bUzFddIkm) zEG+PD10S#|gbUapj{rzfK__M;}lRq;) zN$X5s)!}tgX<{i(n+8m~5_08y(c*OOBas6#RA6gZxzD9(QgHZ_r@aoN zz7RhZN2I8V?Rk1@kU50<2An_INcwOgE#3u`x0;zO4#KV-U}HN!@si*L z;_OaWwl|^sBqZ@N!|bAOADtD0IkB_-8-_OZ3Gv+=xte+68A&f#5@`7{ynXwo_?vOd z-38Y&VnwA+P&CvKuvvl4nC@Be*$(=^k+8EbD|TCa$?V-&z80Y2=0Pj{=ne%DMuYJv zd1)VNBtFSirFh6z$2wqkQTC0@-XKvQU@J%1;<1`tX*OG{k_CF|zUXBvASBe*Dm;7@ ziE_7^UM5)@lvB|}@h`LtT?+y@q^j}-1-4X-Cu4$a^G|PHhL4Rt9nSm{E(GD6gN9qq zbatAgin;!B^32irUo2)}$7y*SCD40GxsKdK(B}jnWbC#Qt||zyUrU`Yy&ON7llYPh z?j>+~!^L??ZHcT1+4D|!cnC`q-JUW#q{J|!`U2Vwj?Y_B8ieDI3wse(vSjNS!u0_* zYcuWm{H;AM+}e1?Zycar%SIw(da-SCmQg|jL^yWv+e4DkXkG#k0d_xtnN zty-s0d#REBeA7rHjp6gg>i%`*$`u5?_KEM~@_+JS_Qxtye>1vJ;_`lIEr)DaMCr3J zt{uI+oMBo*v8udrB&SGF2Eh6FeTt6U?ldQgjv0VkB67yt!rCbmLe%EYSl%$U-d_)b zAle4rj~9D9`8M1+U@)~&v*0QliMtqx8iP4rcn$EnO$~Ai}f>m3ECvq5uTw_o{@H zuK;^Nawa_esyI${voh+Z%0xklm*$*Dnp~s@;wTas?ks-^uL{sx7VLK ztx0uX8(Yk!-n|F;j10efJuOXga+Ik`H0`rsBL2*cYb)+H2K<=NO&Q0_9$Cj@d*Ufi zIr(&d=mKu1{>nPYKGwSNKq2&HKPg;&HhcMAIKk*S^e^4RtF)0M z_iF&AcTmJu6lwSG|HwXc@6LT6PyRQwKlc;Mqqk3~JX45CmmyVILj^PnoZz`(N6#BZl%!nQsB7!*>LHPpAK&CQ1{e{I4UN>6 zIg!KNPhradap$J+Hux?rKW`kBUVR>AM6!vq_q*z81;LJ zW~Htq9qicAQeYqa_tg@kHeJgzhT5n?$yn^ z3aJYG=jWsmu@W}jkAX*7-ezz3$RG7rUo#qD;p~Jv03$`aL1r1r{Iy+s^H(4|%reaW z4=7&KZm?~XNe5ijMY&BrGl}<8B|%-x+MFt$AKr5sFS1&}FMITP0_=Fue0L%My$M-@ zC>{E5yt(z>TAx*oA9VhiIPITDzd`lry;P6BWcK`t|ANhxv+xHflTQmPsS|x#pfI0V zzU?ZB=SpSp$$CxKW1(vQszTk3`Y;F$S4BkpNoI8Aoo?>W;>mjC(h~8~TqPvR7-ecm zUbA1cd`DNrTJ-po?{-N5Y6%iy4`;o`F=N4iOd8Iffu=Uv2|dqmfkR8N5aR6YkNPp=q%e}8e6s%!`%L(Pc0gfpJQ1hX~c zA*q`&v)@l#_I^>Pf4_i`-R31Jr&ul$Dv314;Z`5Beva`|AlL@&qllqiTN!qHY(e)0 z%v&vej;S)|wucmSG;wgTY~5Nl3oLo`xcSJhKkC;QjJG?Z zTD3d-{x>ZsF=j{f+P2%8U&_9#OP!WfTV}D|G3jY(4xB>D-lg<3gRg4np)`F!PT*l;b8DDp8m3dp#y3NmBgq)xnF=wHT@w@;< zw*Sd3(nY#fWxzOX&`d!-BD;z^0RjoV>?0mKgLbF?>VlJd9q|HY_j{`i3_<@bcdN9G z*gy7(nv=R_q&&1ShMNyOR-=9ASTblR2gak_u5cd4n5@yk~ATpw(H8sJpGQu zkA~8o7V{}bCb;rofh6Yo)n_F=v~mlVOn6k}Vw^%Q99H<7jW6c5Q=NVQK}@V{5P0ua zl&eixq+FB1gnrre99iKS%2%H3a>Elp#oX7p0mSX!;YR^{N?EoPAZ|>L9F0vBfn;4{ul7f5?@?ZV~&NJ z>-OX(ug*3Pj+&3~^-ZqKXf0M}7%8{TTSp_CmlP()3`-XWhht+iruPC`NQyZfJGSkJ zg9-WX=y0MdzkH09el#%PUL$$Z!qJ2J;7}v^N#WXZ7MBCahQ(J9%CjqB^IStUBGxX? zpVAm&;9CW}ZKF=58&2OSYvYvu8-P%|aAV%b_R1Ec`I$K{*9A`Cb_3s49F629ul?AFCVtZEw zY+cs7Z1`c+beExv_Pk9A%e*3Kwz{(;muQ?C85g$A^G~mDs+>~2q959Ca4y%rd^U?2c>IN3Bo>M56`@2C2cJ{(RDsS>H+%i?AGbm=UMwqKTJ~G z2e7fA?73UP6DPArI)g8SA#+j5iCA=@+A9Z+6`v3oOU|Md(FCy__4GU$MeR(pEd4J7L|qEM_Kqu3~WCjD+;adbXRq5(mJ zOTke|m`qJIr<1rQL6SFU`wzmP-#fo}!Ry=;d%I0Pj~S%f_H~DE+_(aBB!Vv-`#nYJ zLu+VltER?59~uyFBvw9-WD$G*#(O5|{O?-jkL?cR98ST=04Z@opdzxHm=dexK_$u6 zMzTnex0!m6v9N#<2`j9vApU;jgAxKxSFGqk3@2N)lSs>C*kwZ&oRvO60_E*Kc*aq-wL zb6rP1UUPPdF&=SXoWa5BUAMpW%Q+<%v;^F_&BLPcm+Yc0BLgGX&Nnj zw2CoZ6r_v_%G+DRpG@%1`U3I3hC(VDc&pR~%?|CT+pHs}HTWu}_0f;ht`1B;*Hz|g zq21A^htG-N3AQJ#RMeelEOO3thfvg=6}gkUv0iuY`m%`vX+T5UVUlQ50r0dd=UdvP zajf-w?{)?@h&UvPs2(f-YvYU|In5_by=uP*i0RZi^twDLYt$^Pu(xqY^)-{;`7U6NIZ`9~vPfG9Ra3a`d|t;uh5@J+UsJ>UI92p!NU_ z&!BO}CLD`zn7&tymRhXhsw5JpU!4o11}<*_k|Wm$06IF!8yow1YJ<9UuP`w-vK_{d zOQO>f`6QAV&N0DcB#1}rK64NLEiSl!u5wH8Xhb6y#Q8;o1Nf_H=KE;3kK|fkmTRpT zsycliU4wzvx+>N{x9hpUS`QCDpRZ~fJ9m9>nBXbuk33IfZj9+(l`1BIzfq<;iW34& z?G|(Qiwx9kmwHdVhd6c@-ypmFReQU!=`8E*YBUR?ve*1P zP_WQp4+a>6Mu71gI zZQyWbnh{`K;Itarp!@(?h9HjB5t^7L&Wg=chAI5 zOc|(5^fsV$?I9TkU(L25vX5>)kUq$y(2G7J+kVg)*Yg3T56I)q9@9py;bIOcIg>kM zE!qko$xRSHjvNX~17Yug40#LkJpLTu>+@q_ zT9jWU0RziCzf`52+?+2!mInq8mCO9T-Rp(^4v!h9Yr zZ85#kRUrfDrw+i0N)T@LrwJFn3Q13l%B)5jVmf0a))M0xgFJVaxz0-Y^=*Mw$s)QM-1`*OQg9L?Aqbc_zxGISCreO;URAZei4u=V4gXymx4| zk*#j}h-{|D7L0_uDhSyN`SN6WV+0?ZK&h0NsIyDK0%P_z`w{-fp_=J${$}?v57!W* z8s4uCcAq7eLI~S8#{UC9JZIXJn+oqbPuIN^_dLnV|p# z*?SwO-LCE!egVXoLd%d4<3fR`4L~#i+O3>bB`JA%KR=9}$L**QkgWT2%&Q+rjV~X* z{TU4YqeORId`BB;pgQC!0YtNF*9~p_enK zdrP;h+43LV|M}Xp`PxmJ7OjE{;XbPBBU_!#;hV+=VNNM>|H-uQ6wG@tHekCWcHLTV z?ahjh){?4i^}YSgztNM6YJzJ|Slls7t5m~^Re-hlCiz@_OriwEu)bijNDpo*rZUzWY=Dwutk^R4MlgQQ=Lxr{9`vaV`pWT~oUhF@=%opf+re&3tdUUQ?j@ z9LK=mU~|S69Hv-2swvpCYtSoEp!d9esU7l`F+?Lah{qx~Mk;?GK*B(#U}PLNWy+LY zT7$M6_)nzi`s=YbSm*o6CzC`hfPI%4k;5NsnPn3 zD)9aMKMDQehE+Q~4$FDCv+?KVgE)1k?^!ueW>hGdf<926ItS+Pfqr@sBwP+(pz#xinnOg^S zuDc+5aRV+H0r|KH=uL6!KuPOI)wbTlV+e-Vk|d1YF}Km)!kw&(l^~<>wg@@Wce~ji z;IR$GEerlCf;a@slTYk`iyoWfVb(-%PUmguX!=0@&OML@Ba(n$FRm?bp4s zO8H)DDjDk>GBp%fog_(jZXBu5fs(!i6gZqbAN~Q?_-sNA^WPzr+~reGJF{e~lZC_0 zO-&D_U?l;tP$S*nZ*e4ls0%@Oe!n;T*(rgOzX`&O-^V#O4G>c~_s!7>&F z=c@;Q?a0|2W#P3_FepE_i{RBlgo{%a1=a)mj@^Smk}>NFdo4N+<)Ty+-E%+lnHwU= zQ3ZRiXVi|!i_W0mNck$ieth1lpM zD9JM!Dbk!T2#)P>Ug8!Y5QjIkD^t1vPGwQ^u)p_qOdn;J3tlj*QBSvmUZzUzB#rOa z+{`G`ayO(nv6sGUlR0Kr-@36u!WL4etnyQEUgQ+z{JqhVp!&}Le1i_#m@QV>=~>dp zY~i*uRQSX}bZe^Sq{$0x4J@}X%z60Te%wickZ;_c22XF9uQh2gj%f@lC)qAm=3!0m zrY?t>=|!l5qHe^PO}BlxM1v!jj+b${xgxBs!4fPxRRAR;>#KW*>YI4K4PYQA$`BM} z&XSqY{t`m;PwX#=vT|y0;2)qr6rr^L(&*_K zH&SlC(eIzS;x%m&FwUm+d@Wg)_(`Mlt13-vtnJnt7WJ%o3+kFXO^3xet4JvUpM9nm z#do^U+he=+WjQ@EdW^96((|J0l%{<)l&|2F4bu$X@&>b>+&DzDzq7KB*#9^V(s{XI z$3}cS`G22B-`pv`gjy!je5OXOu#3nDX=qoiTktqBPO?E+1&!sB9UFDptwniF?q_Ll zLEEI-UWMBqs9ui;efqz?hulpSV9=tbLfgX}zQ63eJ!!O(S?575<4oMd+8#zd=)}zo zTbM>~Xt*V76Cb@`R!4XC=_WCzI=#H9*|fu^f0l3Egb5Op(zF9nQL6P^ z_n#Nv&~(<8X&&8laFOXT!^KF5ihu{=zEc$zG3H~wKfAp_1NunC{2(n?Uibj6y8%wRegP}U0u1Nu8~>6HKJRaKJ+aee z5<1b7#0egH|=4&ExxRHi{E{#^MH(8rSFQ58ia3#N6=H>}>KO`5dV zi7R`-tF5t0JdFwH$66!aQCaP+%LDF_4SyPT+}y#@5uFJT55Yd)^)k`Ej}|1bwTage z(IKc}YZyTY5VjIKR%>IAgOJMA+RJTTBRsug-t6Z6H0Ge8B0rD&XG#C>uiWmB&+^e|>G!HYM7oqQXUpN~N?=jmlS9!VOucK^w|NlI5C~=}Mcc zn>|xw84_ZmOM_{(rb#NYv|JQYXhAog_c3$LujhF^ujl{At3R6Qy5H~j^Zk6zd7t-r zpL4bVmC^R^LdKvNkW`b-ITDl($i;=X$H!&xv~%%hOMw^B+6gCFQSrK`LM|!f$yu{h zR5l=fL-W+tHBDqck+|x@IV?f)(7>R4^r$dX=i&I)Jfd-3WjK#wPY?We9oAo@iw}iZTTP_{}8^Azh3c0a%O;cb%fQasj_B+TYDmHIk z^=mkLaCB7cYJbGON};!Jyf`{9R6DD(pjhNVZSK+UAp#BnvlnuS2Zsg|z03eU1hB^? z$mWnAYMy03V=CVHZ0uyrwJ5Q7NhC6y#Tg9`K6rAiV^GJu^5q!ovs#$Kg)q(-5LOzJ zymO!d2b(hCaH1&_$Tl$j&^%8{aV#vLid|GcD4;-QYu3|~At7P3qR0n}s5KUX5<{qb z%fr$U$}b?l4&KcKjl*L+S~eLNyvNWwB#kO6+s~<4Y(N!I6J%ZR@Yy>|5$+iM{GC<| z+EDYfbsi-l!ZHwP4c=pZ*S-(K%$i%C^inDW!ov7sAPHsICj$fOngz?AM|wjl5|>H< zq zCQDXURuSEH&cI`Y8m_yWK^O-ZtwJV;773Q(ks*{I%9zc?fwnE#FMzj(?(B8QRW;n0 zjBq?HqsU|VN5w=T)MG}7R+N`7w+2fQ3#J?Qnl(Xx9ySw4j5{0yHkRC|@W~bH*YUT;NDlr)5U4LCXO3QFXn;JABBCBPNc+`94GDXFU@1OPP zIsySHDq2A!K#SCIh!#mW`Bd=wT^=Yc;C$)xiNchCDQe~hz@b%QIQvZyufn*Ve~p&a zvHDI$Qhsl)J|?jy`pYUn3q;CS2&hiiUH7vf&`8&%=}zqd=-Lp)@0|40mu9REuekc_ zt#a#T_2@NG8(%my18hMhiV?8JcTUM`0Hw-?CEN`9=9_PfU@l=|3kUiq%gA87^WI-N zPd1~*VJzA?zy*~+rKp5B`WzV!uq@~#w%8odrlR)>V{IJ?k^b_N=|0I5?Y>?m z{8#!dg~P9Y0^PY4M3E+Ljt_Z3DdbLysB?i8MzIqE7&W+v+i#D<+>|EyTpzT+K!!_z z#22$>O>kB6NL2r;&~1=CbUlWtDgW)q_s<`WzABJkeb5q$!FhBUK#daU0$6`f_yeGE zfNVt*Cr38yY5aHBtJdtn`U~J)7?jtI42Hk}FZl?>`UVhtut-!5kC)aN2PD@DQvA(U8=e?O&k`xUZGNH2qAi-20h z5TKU~AXzC=hy%3LwDXiX`BjflMX}x>0hRb<=0HxTpcSwKEUXGeeGm#oe)hDB$1(cq zr?`5GZ=a6bUxDP{NWDufH)Lc8C14ZE$PjQ7UCwRbqf5W;l5bBR%)`ko#k!KaV4i@}ECppP#FaQL9G79!Elbh;YLxK@X4M0$8lQ>j4W0@EH0d zv#HT0ezSQ6itVV|ilQQv%jfV2MnD@iy``?%SGu9j`uazxiFag)vOnd83(e5weJ+Tt zt7&#ZbGjIzcD=y9V(@f?Y@z&9pnh|YJ3o97K=Oq>OdxUP{`NBz7GuC9$>Z()w*8O2 z?R(2~l6mSs$bvz85gzM=!w2r0`aNf>kNSOl?q4~3;wc&XLnl;%XRe))w`%V0-Ll5k zGc6`enzY+F@1+iYu~oS?Y=*IjIbg@y)O z%oZvxTNwOXFU1LmFwxTt+bdo#hlF+z~ePX{&=bcE%9Oyfza#} zK{s_VLu#hEXoU3U?MJuhRNJ&Xy5PXHRmM&dt z8*61@5k5kC)xtz`wM26!VAMaqTD0Tm2S-iUUobPw@*KAnHVr%;#CWl+lIaESj_UiH zum!Ux{qx!2%4xU9#~(LOv5Y#zR>w&eSh?bw!e@uZb5Me)^Wo(%$+xPm3%;Fv5%+O) zokFGFXE$P$!3VTJ7iS9B9`0thWz0XHm5TS-I;ktfpO_&Q%6}>WV6!2sm-BDGA_OEG z4E?y<{^Rp5Do$^TX3m`1-`+A1@!ImkhYtuI-6k%77HsGL=4wi6YAG-t73hMU)k`!_ z`RnmFk|%IKIo5jRFC1Yk{%pSz$?}7y77P9W0UVVE3SL__ae5b=w`AMf$GznaeD-U* zocjPs8-p1ZBSp74Ytg;b^pB1cCExdE;{`EyhVL!3?zJ>xSKs+_2L|ETX$eLARcK@F zhi-$}Pd)OfO_MJEyZb{1_sf8HJYd^kaMr(MOIht&$vWgL8=fZr5IcCWQ&I5QvL?Cx zPkzvS7Cb^5=59V@5m=9n9Uz_Gw^nQ5^$Hl9lYd33ZIk@^I~#?f+F@Vra>W}>beqnK zJ5O`VK^SYJN|03og^e}}V8yRC>X)YHcSI+jKd6r95r-T|ozX_rV~4`mfwne}*$$U6#Ed2rK;_VNc#e4P z)vH(I#i5eND$*&!cW$<~w{JMucDWspRM4{lyTID4Yo0&wzd|_p+LW? zan}cbL)yKxaNu)c%dEzp4PZ^qg4EuDep$NEnTHb^HU)o$qjKkD8Hh0pTiY1$)j_X< zm@Z_?TJqY`%W%%mth;b#WyduoK)<@IO@5=kyftV1mqA=_26w(;167=wifyYs;S^n2<0D7$Mg=4dgP>sN;^Ss-HzYp#w zmYTpwAUI6N7c!o1v|$QB7D(KMRE~m* zll#jK>@soBU40W!tT+#m4<9|+THudLb~0V!zQ=_oa6A^Up$G$27%;02x*gp97A~j8 zCBg+d!aIK6kZ$U@<#?Dz=urJXRM%S^o)G7;_EVM&EYn1r# z;X@JB6Zh!QK%KC{x8BDJ{aI{uGeAc4cK8;?to~HD7{PEcid6UsvX1VpZ3TVR8LkkQ zlL1ABFbY8VOHIp@>vtzR4n5Z0$xiM{aBEqJ`sZUfA5PmQzNU)BYB2P@k8%qH5F0Fn z=;8oA!*{b=`UFK4u>j9Ds2u?rIk+2{oXA60%e3+n$m2l6MhkF4PFEYq?a{F$M|ZuY zLk6km!0CCywd>*PM-`0eeb zO`KCJT7MIZRP`A?&^ZhBsk`|nf7;4svr!-tIoV{n0@}~ryXN_ldURW+cV5j1)P$za z(Ae0x3s?Z^bGw2!M^K{|3!138(e}_B&I8VUBkiqSAX!G*&U@PUL zP@2{>6RXSMR9AsFDUa1%EWPU88alr$+cd?xRo7&Pw!@m2DSLAi{&p|0dt8re&wpl> zBt|$y5A?qsXi&VrqAe}^0V*$0C^Q$Mn!Q0tFk7X2qRHG2Bne-`4AYIEVU=?4JN0#v zm+)-BB)Hl@=eFgXrnKyPr8Ya_1Yqo&A8cAs0n?}c(<9idFfiCnKx&ont?>Xq%~#p~9oBFqRWB3R)lR!zOq^Fy>ySu{xoHtK7 z3tURN0dg`9=#N>4K|8|t4>nn7MQBu|q2}ehxW4g=J((}4w^lcbo0n;Pq6%nGg#zrj zRHi{j@)-L^!VImC*_I0s2Zoo>aWBlydGr!#0_9=?ZnqouB*9W$nW2aWSr=6%{d!j^ z$OqM<>n>=oZbKne<*wwob6^gsUmzhtjZdwRasoqpua;csS-5gh?QtFB^k`i#SF-J5 zaf?1VV2F3)X@mxXa>Ihp^>3R&OJ&4*A(n07Z_;95hiPMC=5A`%@yw(o6*%JZWd)rl zAr(?apqTZtkk{waBm4#&^6iJ&LKv4H}Lb!T-A-W$E z>hQWVV}~%X{f2bI&?ehCbKH5;V$Iw-ewE2eO`z7wsaAHBLu*RClwJzk z8wCa}ByrHw!*ZEsdAdADl%oFl2@WNng)FQw7BveDg5AN_i5RC)|A?y~S+r*Zm&_V| ze|u_!Z9#ya$@1q%ppRHWNFV)P!dX5(J}^A}_eH5NL(MhS^H-pAZ8kFi67LfhoAVT1^oydYXpWsDN}K8Gb=oH-%YqjmI? z+1FvR89w#vW6bAI>wXcspc$=IOBZl^Np7M>UV;x*mLe1<74(9E6`Nrp%Mhs21`Oy7 zbu5QZj)JHs*=!!{T%y@LUWVi=&Ie5(FCh!dcmw1 zjBz&jSUS~6e3oJen*b^~=g0QG6|ga!@{`t(kzgdzd=W%b^)H@qKj(7GfYVWGd688@CL|VsLAT@DOHQ%Eu>?GY?wjAMC8VOl-xwf_luMV&Tq5kx+3x*g zDGUN`%@~S>uBVOtI&_-Q1tS_?t^?L6fS-UmBEq9hGigu3e;u*I-I(%Y54;Ew^o)~y zcTc;lQ{WNgI7HEV(o4XiMSm~7dI?TVpvj8Y39J&-LZ64eWd}Gt;q#wobtNtcRCDaP zFJO|076p0QpqKrO*WqwQPz|c#B=`(S-5Bj zVOlb8PAr4UpsTl%tH*FaJdiEN&>>F>;plD<4_1N#APlOB1A>S513Xx~{T2^3+zXMU zD8a$-y1#bx(xyui6Co9UCN(K2*u5I11n0r)x+3w}3!fKHVbwnd@8ugZQMu~Rl>`v$d9cg1JK$>p1Z!I||a!S$5B+v6iuYKX*|tr zvAG@DFg*0FASKE%&LQGbdY(EIMO2-$7{jUMd>(GGLAr#P6>@^dnn6aSL`x5r8 z=q)f&6^JpSY0&!0n@{0kb+wNEkU#q9lrNpB1(^^=V$1`K{q2@%%w21)7EfJZl#<$4 zwJ&opcE{VDs4F^yf_7ab|1QbVT8ZB@_Pg(gONO>d2~qbYJAd$*HHhRixC768BnuZ@ zne*o0lq$RsOzO!*A>{%P8b;VRI4Q(0u}GlP4d%`nF=P#%v0IQ4Fc>l_^J|w(*aO`T z6^sxHMNFOu{h2IVesIqtl!r!b;W0UmAxuFQi-AAMxpwN`{g<=gsgKM<4519@Epxnw zv%MId6Ij$o+uX`3Vov|NW2n^HI2-nU)%*M33n9O+!iPx#ZwiDk?Xe9&7GEEIZ`Ub+ z%wW3ENG~BLM+e27J{ZaqPe{xL`L<~-+0t} z30N~q$9)@g+R=dJODe_>L2q031v{;Xm_7wPcVc5;^u1tZL}WlArH)6#V^xwL?}uqF z^@Ncxqp$|S2yGAP)$h&tB7CfJ{dD`Y#1B9$QjC`wK|t^pPsR_kvFWwPB6T8Y13i?S zcQC)9V~DPF9z8abFWTGRychBy5s`5ez7SeLJHVxQ-|+r~d%;-2c?sr-pN;kdOz=W@ z)m-OQX^j7mMt*0=#$f6MgG1>u3gNFqBtnRq=(R%!WZ0X9!yW;XXMvb;K`hAd|Dl2B ztnk3zoS_$RAibckHFn>Pu|hZ#!aonIt4Xd?fkan4&J#F9ddF}}+&Cg=Qc`Qvm#vT- z38^`mH``10VCj(q3XuzZ{}(ct>!ApX;|RqUO4tBx6j2k$227!g496zEC7azuj0}>| z1Ob3L5)jEUd|V8%@#TIK$=$E1s=cs5M;_2_hPJaIZ6cU)t4Cvk?pqc1RU?9SMtU3> zh9CHr!!H^CxfPf~qb2lT|8@8G??+iP9HI!Y5kW|o!&2q;q}yrjK)A{9AwW=JzyfC9 zUKC?mp2Zo8`u4l6v|DQlj~YMF8_)1DVZapveAxU=S&Pzl;{l;rio}~vMD_-gs{$?b zv?TYOIpOK^;b|;7nqG)e64KMPh==mXd!0n^f(DoMc%DF z$`RUmv>w|z4xFH4e^*5JLkm-7<|AY;)Ebb;if|S*#-+d-t`&17mwXqt|A~|aLjexV zXoA^15fDl##*ar30gEFEdAwoiSDkPHZRc1w0cFNvaC6$a&6s3%iic+$( z_xe4L&d%$5|8YGYzd!E#&u@?Gy3XsYe8%xUj@RqCUdJ^x)x!*QY;+VwF&t4mc$}i> zWhrX8C+#x)j{fq-So}l6?$Aj)4eK*@4#u`-l!~#P&3S9P^X4Yp_GY%1%&jl%+%BYW@Te~Sgcn(1qo{Le|I!?}>=i=MP}Grw2Q(d{ z`@TAyT35LsGuTv{K})Noo-@(9Pe5RNz2(8aZR6|pM!hOH1B=*StubYB5n(<0@_G?H zYhP@tUGUUg>A-mPMUGX>ZcGPnxV!y) zAH%hK_ioYMyL}@gH|&>^5<6QHEyD5Z>}nPkzc+VyP4SWfoiP%Zmfhh!R*|XqMEcTc zyzul7>-~RUa<%%e*WOI+N0%S?`-Uw}PEOxPyXz_HL}v-t@>LsOBt+_ryRQ#60&5^ zo;?j2+Kg_~qX*ta?RxwRzvqpw(f;z<+NXBiYkq%y?)SvHt?bK}jZP!K4uuM64VE*? z#9DpM7Zt0W6}dJVSTr`Ym7R9!(xt|2#cq4urp52ec-%})s3=>1M>`dc2Ce|dIE{o&~&h0bGi9W&@tQ)=_Xw^}E3l8O4( z+39z=x6$pBr+?So(l*C`%WV7u<9`ci{J<$$S;}|ihO5oZCw;mZxujo~`!VL)_v^0Q zuw%(c=X<|fw{BJKKaq9n+QlCgJd%>S<_5O5J4{SW$kRFhwSd{II_y=l%3Zbm^EzJE zN9Sj!81AR+*3LRrI{3Z(;&`7~$L6BA}I?DDLqg_CU_VhtrF0;i;Ne z{-0mO^nbocb7Q7nZOSn&S{{nRhdT7=%sV4v<16338EuquUMEK@q?@NWol*7JvMI6R zy@G;5s#@G4i^d1nT&IS4`1x0aZ`UuYO*nijD(d>(J=SH_)%4ia2hxrwY5tlRc`uWI zmz1>fDk+g^Z*Qj($39F;ShW>%6c-mODl3O1Yh~&(KeqUI_0gl9ttB2o`y76MYtA*r zA02db+*@GZf4w?f#Iz<_g03haWuouX&XpXJ>tuD0{iLCxiE;Z}d`4PY`edP_SVh1F zugOVAA15j2(HA%mC2Hj4L=Ek^|8FCFE&88M+O==&*E{yn-lk&~v-{2Kw#<%ywx%;* zwQ;ZKDh^3*F|pM*SVR==?zZ}ns=hgNs-rrbQQmKrPfQHgDSiFWUxv@^8LV3JN<9|l z$c~P;ZY$pFF<)3!DCzL~LH+L8nSqkyKh6pY3flEF97*X|X}mB$*Y)Muqr3&OXrY4I z>3yH3`#(Qn-E(2%iEIM~YVt>rjM4e?0iPb7&3NmAZ&GKka(8ziLxLvjen-&)yY8#x z9KE{1@;X$I#iA)I(B##1x9$)4Vh!#8QyFdm&h1eO&#jZhTcbgJw!dC&e-ybuylSk^B0ygZ#q4@p#cXOfBqsEH&l<0*od-Kfem&vw>vFX^oTDVOn(I&UAJw08q2I5zh7VRdK5N`25ijyj=u zrl~x!`n;Q!on3z0ozmLc)!3mYBDaf+ucK$#esE^IUp?=fdUJELVr2sk>dvz@4bI9t zb)Q_gS0>#se*DRTCdX&|gb6lbs%F|6)DKeZpHqpz<|?U}9F+X%76 zVq#)!PXvnw2WThRn^9)uG7ssiUR@zjjgSNP%w?~ zbF>T$AK8N9vR32Bi2tq+$h(&?Hf6A=Ap8o7g30jDH|M@Q&DE?B5*EHC^%bhOIzGbBntOVZj2X`6f(r#zN*i{JTDv+&RV7Q$YzBN-&dB)^ zeOfK!gfM^Bsb{uvCv#2kym?jc?@w!zUhMg!GAO}gVV+MbeO+IFzp;e{9WO60`rY!9 z`Dwu{!;-9EgBYt?vzeduMTLcGyk&8hnO_>`8F$yvGu-!&79fvJWKxg@#8t}bIy5|O{+LL zIdk&zyzkxPz-kA^$@{g>&&^17ZuOQmGU9d~?Ya_w=tfyh&8jnJ&b$s6;bPlm;cZ@@ z{2fn0AY4U7<&c^h6S}eA^jPm^!(vy_ojbh(0~zSn3;A!?FW?px{lLxme9b>q%8g~o z-*T0wZ~(EzpXZKqaPQVPOe0t1K-&(AQd| z_hb5}`P}TRG@d0RBaJM2aH`6ks3?JS?d+@^sh;7{k&*iDnMpKWzMm=Pa|MGF6XC;> zmwQ60#8LCsBqt{?^32K2UCkn5pc#1qeN6Hmqitu6@G36p2bTiS#3Va1tQO4n=Qm{= zhTlv`*S^2ssp0opx5OYBZf;qtg2l^MbrlL1C@Cs3p|A-&5%HLxZ3l{>o7v*#q`2_# z@ndG*WA`O zzd(~;Mhlf^>${1G2^L<}Xr@)GR#})14-PV6tJFPplcN>0ZrzW=7w~yt8VhRBvgq;T z?gjbr)M)Dn%lpm;9y=EEFztfJmTlWCX0wt!E_Z!6@Uo)9BCvOAq!ZBLXv%);FHd=d zQ{LxyJ#-uH9_wvtGWR$Wn$`B^CdWR3mzmq8_1{0T?QwUgTWCBxp48*ehr$=H6e^$_ z&au}fR`JLY^$nNo_5JXT53Li{)igb|ZQC}JmOOLakph>AEIz~H!p8oPH>cat!IY}8 zS#(p}PGuWN4FM2j4xyTmUv2}+vVZaQCxzCXkzQVl(GPsqY*l(uT1vyu&yONOI_FUP zD|-CB*duqgJ$0XxMD2R~YoC4JNrLW9oH%i=KA8cZ%qJp(l>n)xEPXGgMFe&V2?>c> zwTLHmWa~fQR+O#tD7kSA4VE6@M^ktAPJ=>6o+1Z3ySH}I-7bkC6Sfl)8~52O_XO7C z)ZLT3TxaQY?AS3!7ndJhwF#7Gk;_CpK0)2AcDBKhfjw3&TZ$YmUOezQ-|G9XU%ufY zh9(ogzXB}0KxMCulV9HV<(Wp0zGO;sp7~lddxo$!z>A!7wVS*;Qf^%8tig$2h3e@0 z?3u*)@2@w~wKCF`**9!hL17;s$kctTmafUaS5i`L+nw*&1?9P>m4iRutUY-6Z~`DR z?W$D@K6K2Z*HiFHsmGJ9*NuY5v=4VwOLmUT&$*D+2=c_InaZU5*kb9~vuDxDjIlHT zx^kyaZ_&*^e+_NDha;sJB}vqI^qg1cKAUf{8>L-YDbg^3&|*)&xlJg=c>iZVl%}KR zUS3|g7k?$C3D-{>@QvN3JPKbW#ab6A>UhbU+M;m^fz#u$m{%)l5F$y^UfkHoSZia zLd3rV)cW8DY&)ua@VcgCg|A&ZfS)Ag5Rf%vj^Un^%Wf1xUN_V|@u*#vzBsl&0F-H0 zu6&7~A=sxOQ;%g~entf6D_JZbe_1fPWbK+Ypl!YY{hI{@=vJ&)(e*Kd1rNcu%!gi3 zI7YvT)=+Rt;=`*~OLti`$mW{7GCF(KFEMe;e#b!yC8zAU!+_1qxRtnh-4ZP89fjD} zU2Pr8fc#;3X1*DU7s(%OH==ri{pJHu2YtY$WYwW5(P zr9y;s)__P|@$*~$ATx7l=*MBK<{x;js#;NVZ=dn`^AAMX4l5jskv;@=g_A==f!rz- zIghDj>h5a(^a;F&4VA63yFTSsaB!@RJ39Z(s{LFt?g6Mv=f0>?0wtFW@8XG@0Gq^I zzDJ7CL_Z*R(vP&?&T{t;JA+vr1lUU&?(gdhIP)&*NaZ)Yb@QXMjO{;uv&6s6SbR8dU)7Gs^0dRN4jU1!PqS9M88 zU!mtTjN65Uglqxu7Rjt^YSOkc=yth%=gsMO&9vj~sA@{x>$jicOWL`6_lZxIKLHmK z#Wx?m*-*gYGTwKqPW!=0bxY^V21U+W$3p03O-1fT;UoboZtK7CV0=+V(5RICZWM40 zr?>Z|^r{k25a~vKy^qOmpg)Cu5$dcH5ER7n2TbBHU&lid%`B!k2=_oQ*Ky9A5MGFumrJeu!n0L`|SO_y_bZJXlQ7>0z*mSEbDE| z%+Lt1Y|08X(QMMl*ghjNmmBI)f^#cy`}Xa1bwzG7C&Vop6qWSSj&B|6uIIgHqID?z z{uvfw-7QH+3=JL*f0Y57Dx2tRd2C5H@`vZ@?W5F_l$eLc`}O!$jvv20I5rmgYXSO! zK$BV5aE5t|kDuR-*{PAEBPi(U7iId|N({e0J$6r03wtA7*=1_j4CjO{sk>lQSPme;KrxylF7S=hppRZ32YkAmt1p{anMYTgtI z&ULWR0*5__(vfJ_ov~Uvu`7KuqRXOU;3if`wUbi9=X$yl?~CT zHh&;s<;o;_`A{DDg^Co1_LnO%%``sGgXFFQ8CwHneEj)+Xb(R3-H%1@joa}x zJJV1~l&S;S_o#MUuEE|th|ivAhjOE>WZKmm41jv1#IK^F!sL6Ik3jv`A{Xs-{KpR} zv8-7WAMy))B3>;{u1>P|V+L}@7#{PLGU<~o~6|J&-o1aG7VALq`RPg zUtLNs@Qz*5jt?7zj+z9-#}Q8o`GpEl=c28xo!JW(sqySV@ix_H|DQikQ|3~~!UePh zG^QRHmT=0^QnFsl71`V06 zURX#d2Oqg1OP`$rSM@;|HxsxoVhmt*JSe!wxuw36oMipy_B7P8m8=vmZ;DW7+8Znk zvvV^8Ev+oJ_pa^rnR602On<$N1iYf5R$YR}h1|lpf&w1)vVFJQIslg$;$_P?Az8 zC2Pu<%frJ{H?v{q8NNAtwy3x&HT(IBlmV;VkEAN1A|s7|e|g5{a%_BX@C9&el9jqc zH0V5k;PAKh_N!>igz*W~w=_2!LE{q0wk*+N-*X{E;f(0Z%OAoYg4>(hMexY`8sSq5 zWM6`ClWW~3jgCa4*sHF;R{oS9QMDu&=I3VySh4*A0z#~Bgz>2_LUFy4n=2;mHtj7l zKPk`u4hM?h8_K+C)8U&N(F^^mnmIT)hI+G0luA^(-$hHT?WhXXc>Wd5wG>q#X*x3h z{=>gVqS)a)rScDy9A$K39~xt6hcR^1)h zkYpWk=Tn6?j&AsccHl3vAdyvvX|DhiAB}Mt>j_PB-61F-pyV9$N#Q!){8lSSqF`Tr zKwv_$a^xZa@6ah${M__tcU>nc!Wn`4@B0C>C+8;GXeg+83Y9lG9)%cMSO_Qtu+mUD zj~?A&t3DGBK*HGC+6sMpmuKFx-2ftcPR>%h(t~W@3A(>oOz0_J~%$Ui~hPmI<~$$)@Gxqe=Mdu$y)J_yN*7}J_|N?LPLaXEB)y+ zvruV|d!?dK#<|UmM^^DZs@roSKR5S{CTD(rK3$BA>m;|zQIGxL&L5!s1Ui9bGODVo z5)qFRNDkQHXwfnEOdy#ch~ckK?|2&{BU3$y+!{APowE zL?`772agp|l9~X%)9#(`{}8uWA&8TKBBHNBZq=)b3IXw!MtjcXD_sJE*A_YsEh67% zepUkChmT`3bzEXuUB33m#fDG`9VZ8QJoAs&+Xt;RyT)u0|Iq~Gv}L1;<=L=v5b3sm7;$jQsA#~)nb_2AAw z(6&pjeA$P8Su!}~B}gBYX&Nc(*lwmKWbP5C*!)z(1oiTTRHOIOaA(pSonE%A+l5R^L`%HJD#3Yw;Qw`hQ@Ci+TH9@DFa9JxHg1W zhYE&|O1o{2fEansDu?IJ8?|Crr;Rf18)bFnpJhLz8O3H#G?*@M7`Tc4xCsZVehSZ~ z9UEgQwQl<QxGyg3@cWB%$3@U3<>hF`<8lhd#BeQ zDm^ymo}N%GQ33gQe0 zg^$G!PN}G>Du9fwb2k3?_*Ak;HO#AzE?-*`2fo52_!22O(L3$J8$J|AIrXBrjS zb~PkqosdBxD>ixKlxiP_hbV>c@2&L{YLkFdK2F{2LjbrI?*zeQoMUn)OjHa?+!?H`t-byH z7E^?uho@t#q)p3X^oe7VLY+T< zCQcMQ)_HC(EGH+Ixc9QKc6ax~0BE@o1cPtijvsXiFa91O-KjZc8&x$1?ZyWDKXe4r zRjzG^lDKv2seWey+rkaqYb9j#iIS!FobZ)9M|I7m&zwBD0CI;Aj#DVv@KelJGz?6d<~(-o%x z8=9iRU1_@msx8*Qw8HlIQsTiy5wp1O>+?NF%U!KM=c`!c=odO(%nY1)DF5d6){DbG zk5DgA8h3_P5;t^W1N-Hk&k3Tjjt|EA-3BhT6ua#MlUU51dFB4|=PqHxF4Lp@*yPJ8 zSnSf^v*8`AyKe2-K@KJs%nKlsd-v}3u*^%r_jmoC!9Fa75@0d=1uli%Kr08cfTrh- z8}#VBMlb=mGnX6dvuRep;S!}NM#iAG=XI02>uofM5yL8ByM=nu+R6!~>eEBc7ou&E zqcaD>4P0r;Lk*ptJ%F>fO(n`3J&edZP-x^775!_9zOzk#A;J!+f0P=$A#j=I*r~I; z^3fWbH*NZmt|dquSGY6k&V!vt4L7@9_)~CX?nXt$8}FwQlIinps5(}T&eWw43a`uhCZO*0if7;yXSJ#;dN2QEPuPy~`NNvfR9%ZFV z+_k;2vEFjJwF+(x^DlT!O3n*#`7?Wu#%!B=*h92YqR9< zEvzY$S!`Y&DxzPojbwMNpb~d2QfeD1 z;7M#dhI*+}BjR>!+TPw?QrPtMuwH?k`9?`QG@MneApBw5^{)egnbsv9iGa@6(or{& zGX=pw=v8nnP}dLy6}+)tHTz`m(eQ_pK>caCdKI=2^Ow%lq(!kkn4Xz2g~L|Y2|@8Y z6aXUfLd^38X(bCz00|a^IqY2xgcnX_WKlF79pwmO814I{VH$-)WLg!%Z_z2D^YEZ^ ziD~7kybE7-t#tLDG+|=`WgG_MP=9J;TFPIa-h6SORSIyI3m)4dis&5B z4nB4lXloCvi$XMgBu-ZWPy`g7B&LFQ&vl=hR?e1Z=?;1XR{=QEDyQ&~Guft4LeB8- zmJdBU<@Dj@%Oxb2qnUOa8|?nXzhqKd!BCR=ha1FOf5Zu(q1LZoKiQoUBc5Dzxi`$f zshWM6#U|@@D-y?wBMqR#Cr+S2Gy!jkcZX|rfFTVI4c&4+oOLpH)6I<%w>x|zAwJ!9 zW<)B`F~9HJ;W6);=2rtkfBKo&Ed25uv+DJD-fAZvoD{1Tv(SKqhtjHTF<6Xs zO*8(C-n(mDRzQY}GG~YtukCaty0v-4IE;br!sy-I@40$V>lMpuSoqW^xQ)wnCQy4s z5!j%J?kx&i!0YE-gJ}gf-!6&WZkzy2O;N4E9Z#@X_BxNIHYmD|_kALn0?Meh(CMko z_p2>tkkR;yO6foZS_uOV-wpUr)}AC(9!@Vh5yZ)%VIsA zk+s2TYst5|f!6%u-8%*<2QeQawa}SA8iB;IrL7gBvHAJgm0cx8&}c*04s1V}LqTB) zGw|Ij@($4bLX&t%e3R*w=3%$pm*=u?XFrPtp(R1vA^(A=gl(tO@;|*ld(W; zSe)fB4VH0d?pc6J%X*$eFaP|ltdz=t4U3_Rd3DSs5r3;EcM`g*ZuKK+psL&M-pu+v zl2NdJ3tgvdlZS~ijfY5+C^eg!HnellD*E5OB)$AU>Cvif!|cQOlDh0_{ji3z3m@-# z4L9aC8$D{g0E3wRV+#n5;f&NE&|9>W%Lyxk+}vC?_P#U9p9`HXEm^*NF;x{Ne8aTz zrkTa-iGaF^c?1ONMH+2h!bFYZeS2*!Z#%Z0q=*c(*F-p?il1em9&1Hdo0we1fnKa= zDRj%dEyEVc3=pnmvbyDbkTUL>PMrdB6CSfWiDZe;9s?FRzR~!-Zqs)1-f16!MVQ%! zpBEG;1@1RBH6{6_$5Po<@0U|~<7WzS^zWG}d2CPBdy-XCZ9W2{&PU;M`jTbKlm;vt zADHJ{Mv2kyF}_GdmERI4?;KB3I>PWN+py&3%a<>OI(TI|X+E?>eEQG2Av3 z_0*>wE)A$A36*;?cvz5ZXcR4TqH`zAur_x6En3t2Fa1(}>?Dka$0hAb1vjQ{a|^QQ zh7gkgo>a#$b9?L2_Q|0ibma)ZHko>U`UftNt5O>-+*~0 z#eFo}vB7;|&LOlL{BL^^d_C>Y2?qFC2%mgz^T&%!EbkQGnuJFH;`lJ64WKN^zzVH% zISWg;P-QB;lZapUSl_3$c$&+DcW;>k!_dOx&An0RU`K3nA3&O(b??E42XXEfEA~3& z!{C$@PRT&i$+*YD&VEDU(l5oB`tVN=h&v38f`$rY+a(9HVC8LV1#owiUYg*1VZdpv z$O}k%*3FSh3P%&qp$KMtO_ z${@=&v^fLo%)2WY%J`YE!=;l^i36qX=#g{`ZoAYcUYvB+dA91-o6~e=HiO?vCG|5h zZV0;>Y*q+Rn=!g2iT+$SW(|;9(a*Kd{(KnM+rO&Vv_a0l5nJ`$N7~peL6(R=5po7> zf;7X?3rtbL!9-9<>x;Yq8gMelh{iL|_aZ8kR%GSVi$4%*0!UweNGot9f*313JUqG| z6|%Giz@hq3?B+spv6LFR7Kx2QJ`@9i+71MOZ;0oE?XF&+&#B^9ac3sc|t=j&Ta zfg{)iwfK_V`*h;umWo?8zUA({x5t_j$daM%QqFGR#M`YwY`f^-@MuPGF)?|zxzDIf z&!U9pS$tHAyQrxru!2Mh5t(v&_Zz zgUT_|9N2&Y^@tJbSZ>ys8vg{*9`q;D|I{tzZRO;oh54bH#gW55U`gDyWna5hB18}L zlsbTQMeK9PI{xDkK29tG2FHJVMizsA>_c`Cl<6NxyVi9+G^-YP`@Y7~JNuTa3z~r# zkU^5KKRFT65|;))TbFbf76JZM;^a^iNnn8QGO*i8`U=VW&IYo`83ETHPq19Rd^s|k z{2HH;D7~2G*Nt3+!2Xlm69B4&R3d28;2hoZ#9Cy`eh$mwi0CyuEP?upmoJU*L2>Ti zY4-VoPWs?fAB_QQJs<4a(MkN8_DU`famD+F^fEFs-3P+)QZJBp=^qmf9{=_Y$CjD% zrRFQ9CLV$wY7o^sn>zVe z%uVR7=24I)kYZaxIgWO%2C>-^NV}PIlGU3Pj8JddUOL76r|M|_dUYL3kTGg_ z_9P#GyZp_Y6<*63E3lwUTwFn@Pw}AZ=RjA1Q3jz=AcwMY&xJ3+Z2T$K-pTJ^O6M4r zE(#IQqJzD62$^4|wQIfbV*;Zsd(OONMX*}Sj1wma9egV)^D3StuqLkJ!If85E(dl6 zbEtq7p14dJAL1a+uhy?!5O$FEI63_V;9_>H$x!zR@p>%SX;OH(S~;nL%e~8BWo1^M zegghv3X6>-=WudukeLn<)LsRSC6C?r{pU|_WCuuCV6S~&gxs-<#65Q`6c!fFz3^3% zKpXRR|qhF%(8~&z1MLtwoI(*-o8D*YVKv& zM~(*8kjSu$iwh3!N+hjLL>2=|(XLogir$v%Fkk@2!$x8rK<&ujZXNq+j&%Gk%f=Vj zAt`Q2fwRry-Sx{+(03}{??HwrK_f-AIp2yMR7M>@Zx*gPpL+ZfWLCUMum~A%5^bVl z?Yirp+IG;9NFXApo1h`UVy!^!qDkzhpDO2#a?KjHL{^l%)#uOb_}X&W21PbV3?Qv9 zm}rS&v`sm}6YM~i_6iW82~_=ajSn{b6S+Y>g>d2pcps0iLnmdN{<#>24hazIw64OL zA*mh`Tn1eF{^N%iyo&FDMu^gcIEOpf+8*y(x~B+PD`R*xtTOKVp|Pv|bn2+N#}2DR z0k&(yNCx=U{B*BKCc_7WM6w5qWpZW?FCfU%u>8@P4 zqNt+s3R{k(r?KS9(<=Myx|lenoR=WEIt$AnLdK)GVit-R_t=M4IIwthym~+OoZhgb z!Fm>UY7UqMUj1+s31j%&j~+8VecBr*`Y2-!(F>6POx1tB8+dG}t9CQ!5et$xhpw&J zss?IJl3J$j!2Ji{MGVbOUHVe&#*Slp7^hkNpMcGGoF(#rRAZzAVHKc~@M`4tZr-uu zcsCm_@nQx^>qi31y@I^gXDf7Yk@%_ zPYuN}tH;#@I|CIW4p?Dw@cZKVsZK7E?}g1sh6%uvS8v#GEkiq-1Tsj5&+!ADVn+Cz z!@UvGZjvO020ZivLm&%t6I>)V09IR$e?_#cBF1ArGR;)(uPUg&`mZICxW-et2%bgK ze*1w|VZ?PmCO^)}VFLJHouYd0cJkEBOh!No*!b}%7>c#IriTMBu4Lb>41QwqwFdQ@ z9+Bq9Q_vHM(tHcjDG5Jzj|?O5$!2J0mj{INS)ZRWeuFgTMg-E!{LlgU&HJgSz-)Gx9p`Bd>dlBmUDvoVNHwCx$I^uxoDlx@Er^lXeWM>yd z$XWA3OiD@$A;)FXkc==UsOy)4%SWv^yG`pmw4PkhU(L*%v?IH(K;eTAPjv)S!9BrnVZCk0W`DepT~t)G z*XEmN0{p929z$#3&!a^Xvg)0}H|kE3Ajb^`Su3YUT$dt$3G--)yD= z`UQD}Zr60Sql)*q-b<`@ukV!Evyon*|OZo!;FgNrSyuR1goku`pjM3a1WsnZ7H_DU}4 zjmYI4#B(B{b8H|I0mP_I^FuTG-+&@$3s^7Y^icu5VT~t%8rj&|UQJ8mhj8Zw<%Sqg zj6ErYzG2vOmkSk zvXsNJGx|)*B?(NzOE~~|XbjT9&d#oxszw9QQjVu(*CXbNFApn{v*ISl4L|{IxPv4y z56$1z)iuZBqX0_2p4I!V0*rCVk;jPwkG8NDyZOZD&DQq%n_V*r7>5dz0A`697e73U zjT{{60QW@H2U;TupU1y;o^KZ2?=ioT8U*A?z=8e5QSdU@j4z{P=;qCvuzy#>iuJ+k zmNhl)ss4NxZ3^-)iDjN^$s?~wb_BBVWXKPjsTAOY_yzYyh}jR2iPmuY2u1x$vX;?_k5~)!oK0 zMTt%Xd_$%%lgg(qI66CT+P{AzYB3ONN@*A)J-s|OC=CT%VPBHTVLO7lKfQG z=s+76K_rno%!*$R|Lv`R{$a?*F8lAWsCu&a`DP{t_T95}#;y*)d4q?-dH)@n#6PF& z{{Keb7h?f9PVd-o_3G7PJ3cliXJ;}EU>v2qO&$=WL~;MYPr?{t!l6;Xgar4UH=+oR zh;aN_?^>3)qeUO<>(|QB((>dW)A4@&=cc#8GpDh|_zVj7qO#%#m^e7Bf>}!r85kJU zxyS5xvJD%l=3jUs7J{GzS#Fd-U(iv=@WpnD2M_8FNqYPH7eDD8A1H-@PaqM-rewF> zF$NVdluR5@_(uac(9ibq7+8=blhH*j$9Z9IsQ7wc0U=B6)$wy%KC=#!Z#jBK_#(v-^gB$=TuswvJOXHNx!WV0m928%mGEr4|SD{ ztVFine9zCvM@y6<@G1s02cokxu!+Bb^{<(%{p1*Q3YkkkqugdESEKSBLV5iD?Hh#v z9a6hXzyjpYolBK#0mwH-A;Dyt7z7_o*7-m|H9=?b4+zkVT)-|uO=a9GAyEor2P^#w z<$5P`MscMPWQAs!*2I4$#U4KrsXGuZdipgJs5>(OZEpq+MIe$Bs_ zW!oPcYWg9z07d|2lgfinVMO%8g$s~44`7W45!6O3a50&Zh3_W@>6zaOEu9o`kWw=3 z<~Y{FOlG5Dij%2#cyNAlt&sj+V7Tl9#x?@Lz6f{0ab#Mv<|-rw%$sy`44}z~K|Lnn ze#~AFm!~CfXlRIVDD;F6*@iMi0>D@o$U6gRp`c&r?J7zomQCCLkXv901U9_jBolN% zeh`V30KkfF4r|qv_hQEs6-nq%3~PW7(L=9r?=qr|rGN_!H6=FR7XdPV1I33Z1|J9k zT2QX#&}(ENen@Ml{wa-->oF*Tlx-}&Y*$k@7tX9rXAQ@Llevq4pV!wr<_FEgptA zp-w~%f$BzvXs|h&i(K{)%N=73{K8Gh^J2h6+gKMP4bs}pN+?maNk>_LACJ`IDP6@9 zBw#w#=F+9b6dCv}nHy&(BeOuO;OvX3#w`6C=<@MU-H^EVL2<;k6t(M815MRVn`M1? zGkHLaU_J6;C=bR+;_9?m$9%@g7#!`^AW{UrD*+@Z%09?vnE=U>3?r~&LXI*j+aOZ3 z0v%(!=KitUi#a4RTch+R*nnD6#WT^S>0(3-3jN8$BBPfWTu5#lNg@NC=vYKPA;uH_ zbTc%4ZC*Z0| z^$<9+LdH?u%4%!X_wL(w1H#jhdW=L(LKJ-cI>rwuMjGV{ZDfDAG@RcON-&1d^D_IzBa7*V#$+D0gT%5HGd>Zgwia zy333|$2{}UqwGCWZa1AA9iLL%AgnT`-o6e{3ye)nHsPEl;C?<=DG(D zdgowf5iMyZpq6y++9mE1AsX32mkCv~7HBxvq9?PPF&zLUFHw9B)vfI9TV(_yb&RLcyO&U~ z(1NYRl9H3JqlcfbhC}jck!SO>ODW?0@aZu9qsyO}ot;f_V-KW=eht1X?iN%EkLl4I ztLp{8YG&#sm&a_Js8q^)%%5C{rfJc~oUz8fr%im>Gd(7#V1{!;n&e6f3=17H);)D9 zn(xGe2rML-q|%C5E{iU2W~q$L_bJT5#wLg2#?=vc-V zdoQ7gmS?Vux#Cpa$LWZt1htMix&>WP-c~(sIw%20SQ#_kH{fybD>rrSQ#?3YBs#tS z-2;?oMq>A1#tFRx)0CyV$8SZS2f zTglpBSU`D%vm#-YSnph~SL`Zroke67W=Tlnguea~$B=-+b?dey-Ng+WcqW2=7t87nycv%3K=)Z!HHq*9 zDeYK>SO6EI4IZDzM>~W%@V&2ZCElM*$%EEB#avI##gz9MXc2^|gK>*F4jK_nvs4Aw@5ngqyj_XI%^K+6i?1c{u!V{pAa4c(`fVr!9a0<+s@ zv`d|zQvwqR4cUf<=2Ji;@kGK8T0tS)jH01F&|F6k6gS?6qL^eHs|~v{(-aCMnG3~o zfA8tJ4mSIjf$Z`?pcfKX>2>$|*QyjjLjh&r0rcRLwN;kbw zw=h2;L;MZwXyRfQ6sDWrHoyTiSkNPSO?)&BkQ}iv9a-w(>(=WOb*gW(gFignj4|xop`-@Zcfcg z^W!r_he@g_DKEXJlp_9g0yZC>T&VavBp;D`CIp2{oV%6R*N(Bi9x$ipA=Cb8oI*19 zhux45H^y|r(y*{F=m(XU9UyXN@B+vdrW==c7dv8i)e`8eBOYDX{1rt^D*_H6LXK08c*Vg7r=G1r zHuS~!a=#?syTp!zis=O|Q`XqHo?L)~vq^$*r;41l*bFYC0TUukCWArm%aM&jStHXW zBwx=E`3Q481iB-uTt+e&g4)}o_g-8CwdN4+Kf%5aPqUJ+`9>jybOjG#0~yo7Kx`nY z3^UM)Hf#L0=Zy>Swh|K)xuKXt^RJUumN}IviS9%?;Zq4GT$6x&T^txcojFFxK#!IJ zFdd27jVL}Ag^eI_?0dCXSsD^8gUovv*fJL-Q`zbcF8e_ERutkCnolg)54qC^TG35# z4j>s-9s?>BBjCrSG0*z~e4iKr=B%6aF}KMMN+b`FN)(V6yzDz-(VoalwwRHWJ3J6$ znCUPmh(!)GT#rPcH%txR%*@OXYdm=p0>u93SAPE>pwbmaJpqmw`ME-{I1UGe zF*n}s7()yo5!+}PBj-wRMH2mmWA+k64nhPYMN}$G^j!r&H^JK?r&)Ia)hO{8PAaLQShZefHFSu)c5DGb0KNgHaF|)>5z0Xk@E<9-6%+;2e;?8CPia7 z0+W+Nn~91lE`rXvc-cx%EFR$=;}!R%FU!f>+S-<(#1h^KV^@JKUi^p3K@c@Un*fy# zfs%&_>0HJB*|cTL64bk;f2P%-^1k$>Sxg275U%`&Q94>Wx-xR!i`siy9t*-D2;6Pe z5(|3!N4kW=`*pNo8$JTSr{|qJcdDkyc7mTpQ7B23I2FWVE;3QJ#$(1nxzzM{KRp(a zcpBh>L@*1Vc{*pJsvl~4$C3%LLF!*IDhcq5{j?S z@4ePxjms&%((N+TUk&ib>P{g4qUL{jT^C6!Z<>ULfw`H2Sx;2=&Lsa9i1G| zwK{SlvjZLrq?w~=+2Ck{lJJT5HEt6XCAdl!pZGhTCsgVsOO_bnr7gmb;IarXja%@F zp-LQC5CK?LS7OJdQlPtAczHKNl_X#riTAW24-Ud{MlS;aiT;CtAfNgHg_5hi2zN!Z zCN7ZqJh+=p*9RUl1hsaXvMeM}W;Wx+1srGfgJQNrxAufF9gE;xgv6z7FoanP=$YDZW!UT8| znY{|wBd3ky9KIDv{_(1&t9xX}0@ve8Vd-wQkogCN$uFN zhDbcnA8>pKoBR&E4pU_jHhTJS>1k|UdGZXAhBC&bU8K&U!D%*{ci?goGT2NmM#4z| zWRNBZV?5&A%&Il3-L#7}o9e*{)=UK}-@kvq9q_$w6o_I4R2g+##9$tk{#_qLO_1^@ zL9}}C>6Dykfr}R}mc4m%1Ta9&oHhdMObdkV6KAf;z;Jz~{IIvLFCA6Z(xQuz2*Jz@ zOpHYult@FWTtd;v5?qN2e*^H$QvWxuvsvUx?i?!{MP8d0&pNc)uCH00Qfu~w4MGpm zf-E*V#wNTsFJ#|WI3gdj^oj?N=uY1K4ssYl@p)F1H_~Uvi;*u_Prbai&mm;^B$7lF zH|B%l?4>pwI&^3SgbjjUfGD_CfEu6S!mIE)CQU@z7kO5h3VQ$Un1oWW$n#{8^JBRd zRBw8!9W}kyiM>JH;cZ7{d0U%dhaJA^YM5Xu$CQ-Tpr$e*dquiEC=VH^r~IMwn@QAQ z!_Xl|Ff{mG-dxwjB%a{xs=aX6wnH|432BPCz2;;wYoG=ee5*X4Bd0dVRkYCZO$J>B8gF1*A=F!;~rh(_U z@yL_9ane95@R~{Hh&n~G#qUi(xuvDz@i*z}7cX9%Lqlyb;&VEUXnO7 zR0KIfz>(=zhL>=_oKIgLo~;ta1R0-DJGv2){-XR*TLhKc9-7^txUnaNRO-b;@(bU- zHbh>Z2}Qk;O%K;M04(KzkZJk%U;0?vz_EBrnx2+cP2wwXcKQe%52^mp-coFAY?x3K z6`h4ZQ3A#NiKk6--!TLF*y?cFahN! z1_GeL37~3!gzoqgwX_-QJNNe5&e{#3ZzD{<6%yiRjOHhH!yt}#W`dxV7boB!mR|0EJ)y}@JsHAi|nS{ZC z(XM0XE7muBm z_PY5O&zv1)f{a>S9zG12lcJG@TSL#|jXNxY$~qr(wLH$Ka~mXoi01wHVpUN1teK^y zAS|H_O_6`eU0p&Z?v*qjsy`;fKYFGY02wX)J30&*DWqOhRnf_|Xt>ta)BoPNVZ95(dlMoMhLE?KrLEN(B zTgFuQ>DfFI8Q&2vBZ^v2Q+5#a1s-_4KXzaa>;U=?h)n>tf#6%5@;mnf-n}j>TSToJ z7CG^Nb-jo|05VtcXoBR{6VPL<_(x@{py-SYL9{|Y!W#g%PCm9^CTM{S1LC*oh8C%9 zc(mWZiA|pXa@>K!Dt<0l?mjM#6Nsq@h0PmLHz?=%yQ3LN6Q~w1QF)ld7|{-4Y1%o{ z>8w?$Jaw0hcAyZ~oy7$NaP~=KhKo#j<_+)!k2ly?7zd9IO^;cU;j}u9*R}|l6Q!Zb zjNC+kUhZ?hR7=cGhliYWYdzJBC%+Lv!Ix10*sF!k=;MS;UZwYnwW0_*q46vKu*X@S z{X%9#aSMmr1u!Ql@>c)`kJghf2XF+L&dgkYct1ki38F<TwxK0FwB) zVN0#EFo@|54m10^5$Klmlq2)>V=vmw?=VX zzN7Q#j4_x7p*yvZfXS_ldocr!YDvV{qT#xZKWF|T*d@TQF*2k0ZXwC&Dwc)E1XvKe zL)#+!0Q%#JC@!okWbXv*-ocTPa-0+~+(bZNyP2~-DBo&e6}5ZV2Bms> z=pW=K(adt zPbW_i2dsNOkEev_fpjFQzatjcPw}bTVa$dQirWZ6yU?{uaqQ7N;K0j4MPxTG<5RWIQ0;N|!LFLYeRB#hBz8lU4Wn)RUY96WT$Eo=mF=ehKAX8l>DAp}lNRgUCF2h4G zhoqB+a3R`h3%#F2HHEnl3zk8y9Uuh`*KRTb!1!P#%481xTzIO^{LfLx#z2?%$U0Y0 zdapS5f^$KbDcm$DINw0mLaVAFagrF4`QD#z>+Ih?uI-p9a@y$n+%(YIQ6)xt*#IP`maQUfZ_eRqf_MnkOnH8Op9S7(zut$dnLvX`qraG??2Z zN@yEP#$}#&B4uonjWR4#k?ce)qOeTM^d9Hh`@X;D_j|wR`}X^L?`Q8a{MY}wuJb(3 z<2cUqIsw9GgAWMaD-Us)PNFNCycCo^-LHQ%Q7L=3?T}Wm?F+1kHfkFh-iKTamRtY` zAU1r(q|a@L$R@rl^F-FWvDH;^AMVB$nJD8dmr5_foISe-PA+`mp` z9In@>sl9n4Q^xvW-?P@nq&wix!M9hTnUI_p5b=ts9jp+;d%L&0Vp1d(qtGl)fDE70 zpOKq#dT_;GY@Ir|MLe+aC|sc2RKYS+A#54Z)d_G7O0g<81+(bLZV1>@3>OKJCMd9{ zW4qPnl)rN!wQ4C%;5enoc0BK=-mI$$Qj_)xswh0dOn|T=ppux?ZtRF82@pq^a_0>z zY9w?KVgMnTkeHb0x23`np^1#7rNLXZQj?fT^=9^sK>}S`TATc%P@quZNVc}v5qLF_tEAlm3`vaGzW9zR6Tu^Hq!`}l3Ogof(q|-54G8#&YkhJtlvV6a? zLky+)Zb$_*u53xV+%Emzsp$E8RNhs7!B-|aT4F*hM=H-7SKqDP|-&If#5PGJTX!puQdjHsDOJF+AV9Rc4$ zP()9DPpS{OZ`J`hG?N4Np$WJ70|>j{*gHk7C={iPyJJz_Pev=eZ@wL2*(F zvRxL2(lcywYSabRthvgEDeq!sZ%xs}-+bxmNgI4{s`bm4 zKiC;SN=iy*f`Fol*)HXyDi0I;**aR4ZNqG#C-(jr?L?+qblMQJ9J1RwtzX9K!UZJ5 z;g4M}A8NzF1Qt!%D(pP4C3%u*R4+1zTE0x#>9dAqrQ7aT54cW){R8ChCJf1;>Y8L~ z$VzVz_w7xC<1*stI8sa__h6z*XUasgyXR(+9X!9bvpO({7jl#MVSk04G=YQ~JCTrI zAv!=V6pelEI$2OU1_reXkej`K0+sPwkVc-MXHEbkZ#K%@?3VdO4TicWC%mLaL%V|c z*r=mr-PzWk^Y%g2hAI38xQ-|wF|puuqbxDB{@n%7BQ|fhKX_j9N>EMt5QuI)$TCdd zeT8#Z38@jIowigr{)9`F@d7TQfNv!p>3>XOUZ5C*0=RxdHmRg=Q`HWZr`#Qj>j1FO z#)uX7>z$<$GBCMTC9eUe&jcX-0E`1EiDm;3*9q9?kZPb=Z=UuZ+axe9cCsMO0DcU; zbW;JwPt5EWr98+jPdOfw=NcQRj~>a%$*&TA1>xTDIbW8zIe__jXp#qJdIK3L@b+8%cpO8>)tiY-mlC?4 zCvl2HmFLYuyuLl>& zo0JV`KE2He933>iW9}{?bEPe zB*ZV9nUa(3wE=6#fw1z$F-Y7YI6`EJ_=jmy{C`YIMTOiMxb)EZ zpIqX?F)b4NK7pfm@oo4+?CaQo;H3Ee*4=+$9_(BOadp5%zrxg&*#0*MV=~f*7AkUo z#W zcHoyTwFn#&1mny28EjjS?%+ITL5X2UY)&fhAcO(b!P#5mj<$QC&>OIXf5DftI2a)b zC!d+9Gu-m5^9ZZ|OsocLh-oPd*6kNb=&gSWp?GJ;Ojfx9lDG=kX?Xl%Y*Q$1a;!!h zx>8Z8+{Ro?yixL#X7OpFdGAP@Jw8d;l$e1}OEJe}r(12d=J50PVX_8MBJoJoUqI{A ztW=oxEvxyy&ST(Z6GhGF&{z1QT^h8YI~zu+qaS};2MZVgsgjP)BA}wJ^A{)IO%i;D zT}|u)7<$#+!}Ft1_mGABoF}OGD-ib;yS%mS^WCZ4aR02>8EiB(zJcv&8z@9%{3BKc zAGKAg+gDgT0W;zL4CI?9QuZr2-0eGSrbKdcP124_qsr>guM;y!n|Jl<)fAK5Wf-8t z;s63s=a3q^R=^)bH`D{QFAtOs9!&Z^;)HgFYomi(P{GC8hVtHz{fT`08~f!S@@Nk8 z3l}6%N(9D%a1sOxQ-LB*$TO_J`by}OCV(t>Am*XRKmx7oopy5>2vMZ$h{wX8LR0AI zh5#CY2kJ-X(GWI*zGei*yf9W|US#FipQj;Ac)^`|a}RYLgBwf(r|RC@gWYH?JNnU! z1HcK2jH$;bf9>Zw3{1EORL}yd5BjP0qpLs@FmRiHZ_L&TLAQtqO@~2nV>xS>ux;mM zK8F$jO+nIm+5SV5>i2iQavdE^Wl0yokPi=#L*Pyzk<1Gp7a`uiK*#Hnx)GGv;<3JW z@9OLcvcXGxgAJz*MK4kNNz^|T&L9t?5m|xvP=#88cv8GtG%)*%C1FL2;D4i>M(itE zb0Ggjl*WrblCqo%PYlttU?5bWbxe%)Yhke>5px&}YT7lfJ=3UQaFO09>;4f^^>2Y)uo4^VM4Xa+Xw zoUfQ2uk%+r{!r(K4ian;kQ5n$GOe2h36CQ5Jw_m)e91jKje){_8W^G*I33Wz7BC)2 zSuR43xdF+U38UMby<18=@&cRh6~JsPm5ThTv!MxpN8SPqlAlNFG&U2Bl81e2I*yD7 z5}Nw;kdP3X<=BDQa-DUlUTA0lnZQRha^JW2bJ5utHkcTS7=wJe4d|TQN+`xLbY%_M zub}3B0bMS`R}_tKavp>GX;K~z0({iVv88LoU8J3Tp6{Z@5Q5*3sL>cgRuba2smE;o zYxJT?(R^d1`u$+^zy$wJK?Mt<^RcoPN$u~pHg`Na*@Iv+c#Zm4@8~&b70FT>pLG@S z@PXeXk3U<8dR!5YMzucU1<0$VVn6BJD7~mRv7XPzr-DsPlS;<=$|ND*=op!g!<_{ zqKNz(xJ;)3ItUZ66wJm8q{T}J!tOIwr$pj~fR&uVAOHz~ql{fn8aFI4@C)%=hu94u z529>C8!*daG0rm$CcX{gCK`nsX>UQ2Wlp!qI5w}aywrnAm#v^Ip$|X-WuQ)(7F>EU4}pUW z{)(+!h4BpZ3z7Id;QFVDz3{BO#4Jg$FV*4-R>dnTyNB86HW7pbSOk55hPDoKxk6jF zE&zY72&hEUf89A4dAEU19I*C*Sy6Th8K{zVDqccidjXda;TzZr{{}3jp_bH+M$>>H z7C3Y-*MNJ(2T_Y|BKg_Zw;xO@zkq-@K}z(R82P@$CZTZ`1Mv@Bty(UrgpxAWc=L+7V>KcP5Fmg*^@nK>!kS4%b2yeSi4$8mTV2@}V(}^=@ zHUaC<5ZyP3_W^Y$BrVy6f6q-;Fi_cQ!JcFAX)DWGY9eZJZIL9 z9gC5yPC^{uL9WG6WYJI}3XEBV@!epP`S_NDT4SOghYTz6d$#u!qpZ0L@z@JdlcXxL z8dRZlz6_ByaP$-?ekM4%S1gteUH(8K8I8PZcMhq-$s~8QJD~h#ofuDWFprOATKvIS z2ihvujwf#cRO&zUO>5he4`YHpV<8-`<#uD-HMaJrrN=n{J)U@y*$}KKac;ZXbKE@> ztkV*(TT4i1K~Vz8vX7?2U4RW(w-;5R5&aidiIi#5t1qK*IICG&|1ux?+}g%~$?kv& znuRP0W3D*NvTtybw=Wgp)%%V%`|}5oEsWAfvi_()t!FZ~OGl)}!^tG)O;VctmWT;J zSl+T>W*sRoh^Sl9AtV{Aj;Y1~hKqsh`SAj&-wTZocL7m7QI6%C`+9jThS0SHVQ?v) znvBqdJk&0icC8OFWp{Z4HS=UU7&Z8@CxswBGr<~&b#Zd;2j9W4pTK_elPBMhI}pkg z7=xwsqflrs10ip4NJMgy-9RHO`IcMd)y35(mV_no5gNA7KHqsmR{`g=bd zA*xRm~FQ!X?-*r0&5-eFxI!UC=}w0)=vg z*syc4E?^S2(zFQ_%t=eyk)M^3CEYXsx5vPLC_W%%E!_ z1kWYo*ftEeL6R#zT%<~o&}B%t}WD&B}VuhoU>>*+6tk=%A!`PxSjB^=bwBM2+o9 zbc6|XbJ0?M{`D?ny((WI5`c(M26QNb2E09s50PwtLi5=^HrQB(4nSG5Q^+bSI6K9UI^lP8QK#O>`lql4GLRLv>c)H4$5jz zI8$h$*^UEHG{nL-aK@=9lsvURVMQ}tWLB^mR;ZUai$qdny|!EV3ZmaO3?V}`Afo2Z7)DVxQ@~!XVcw7pva;U#KkGcXI|=FQ_lYZjYIX9IccR z=Q=@6%vF2!&$y=nbo_L-tbgrSa*E^!NRH@hVH6Zx!*fjkca9TR4ud}e;?QI`6`GbJ z{B#*vy|yTB(Btimc@`mCdbKQk8um z!r2kb{TR0^y#s?v5os5$T6Gs&Zo{TcGjOs>gNETmxD0lHy2wbug5DO$!jJii#J8${ z8-^YE`|Cb^^I)m8^c55xLP9!&$QH0CsG6?=EeSc)CC<|>*#9ITb8MXy>H-)_N9R>J zt%SLiNZAK(0W0vw5u!p(ZLJ@89a1(j2kOUd`kX(7E*VATNJBKY0Zh!laN&Zyu2O^< zJ~OKEJI$cn~hs!ad#X7FJ*l+8oHq-@x{xugG=7?033 zva~z2HP3eBm}wUHKJq_F#u4;kr*8Ac5IOLBW7ns0r_zN4h_V(MBDaR;RdtBa@8qQV z&klFKmT@^ zEJRN~VpaS$4G2g_P<3MywF6ko!d<3(UdGz`N5w*K7aN=J(4l1hJ2Hy5FaG;K%r&n& z)MqOG&rSN@e~%HTZz^TN*M2R&TE0ZvVhnA-5B&-VHskKQOGukn}BHKa65a-pFq zG#((}sHy1DAu)7g1!eDz@57|I56e+^Ub45RYdan{~a~Z z@8GQw_o&T_{F|7RJ{PkUV(l={ZI!P-qGr^t)z~RT5d3JKE{&(eT^=Yc=uQZ|I0Y2s zxF>El0vReTCXzG;_10UO(3K`|W@>}?#5# z&P}4zn+fnriv6vH=Yp}zM3CP9Zf*UA9LTx3gf=nF;ch7ho+2#z{31_eEW!?8hJJNSC`R;MLggE*A-`E! zd83#(iRh@tCW{+2apA4PWJ29pRAVDRl8;FyRXxH%BGNU#&9OJX&K#Ep-l2~21{V$c zG>}omj1%U^MFC)w$Yn~6W$gorjhn#1#Af1NLNGd5evFHp4%k-}r?DDGMs~*|v694r zW6oWJL{TB+-N!v$h+0ChE5K*DiH1r(4o$N8`^6MUEU!^EAfW&fu7I4E63_#GNJm}j zYFKLN#!N&RPDj-=SaRO?4N|wGvv+|9H#Kd@a=v!qbi2Yh#6?jOiD1P7=vz%c3ez+2 z?%h#1tUT3dD^_QnRd0PGr73>88*(0b*{CNG-1B`Pr!33-yu6y8n?UUByz+a;3Qvy* zd2ZgoYsvhh042n)NKe!;3=Q%xJ9)fz404)7qv)U+ul)5@inPnv9xUw<*nepNDl9-W z4TACqya7~*ArR|uA%2skpaX+VvA6D^S7kXUjTg{xdcirKGciLB|Nm~z3U~^lj>&n9i2OxU4n@68^+|JZ}~-e`2y%z2k}g?GqzKZY`$roFPMuW6S#>6^$?{510L}= zyo>4TQZYp}B47}4l1!>F(oV%Kt&A6t8tIpw04a+BJh@g zuFr4-?uZ6-?`SSmz#@B4GZ_j|GIbyhBsaf3bHBRtF}IFb$ptVpj$sN8t_YCCC8?Ki zJfUWO0qqC6%UzQ<){15a;W^A<7Y8&|fma!#Ud41tuGrc3|JSA#q9f4d_==m#kj&?NxXjrjhR#3usC%&1vsVR8g$_l_`a$Hrkd%D#~AbE z&c-?|!_*im$61+((U^6#i5!0myKuH{K?)ki&5BuRKmKj1vdjTPk;#`ed)_>~k+3R{ zoN>Z6=tZUsql9YwRUT@cxjf6GT0fJ?R08FTv$q%*ZD>D;Pdk44DC}Y|)usZy-;V=1 zGz+_=D#Z}fpSm2^U}VQe#L*??Pw0Les)B)_O1U!#OtdX*w%NN&R8$qoQU&&KtuGFH zsdG-!%#@1rHhZUoz?wCJ% zisBf`QKRY%m*ft|#O75k@~I0g+c0=Zf7W^>kivA&UqdF05V)005Vr{O{j>c_|N6_# zD)EkIMiV|cQQizisC6-46deY?i^k${=hL_d!bw2s_)d^cF|UpsAV)J;CI$oJKLYw5 zq9cm&H%dp6)=PsWeNiD1uA+d7o%O_dHSW@cE*e!?wu6yqupafAWdkI51_Qy);E?#_ z7>ILA6Eg_P0ddl@veDQu*KnT*xkxULK-eP_5e&EI;v9w4Fe)E_6a9j}&u0^u*BYa2g3i2R>v1p2K&KcJtv=(dDV|Z!8V6y>#h*K^X%3j%&wl&=2?uz=uW> zC5lXCpgs2h=*G*iwzxmjuWH`|7)t00uS92sU?~QsATt*M`du36)PH?(BOz&n4&(G< z6jZBmBq>n58pyeGXEs&k7)4D;z^Gr8#^U}BLcyrI6QMu;Gn22*-1f}gWeiZ?F}gXh zh%k!2?g^Fkd6ZD?MK@*{8sM z6wZH|5QgD(^&wZ_-T|2)M=cTzQnnk`2h@g{>5cRG;#7AS|4gm7o-*E3ofNG#UbnD5 zfSaPVv<}=iH+6ka^;FAZL-|$dX{1<#x5*k1J8)wB=*q5a>UZRMBG@z%1h$UpAamWx zM+r>8a6=ZI#-J+?P(^=5jOl31mZW_QC&Nj!h`}i!g@Zp6dyE7nL_ZpqO>^|XurnAa ziDxoM>7mI}2!GKqe9rv>w*>IoA+(Gp_wKw!Rl zz$!DrtkRRB2l56O6tQ>BxbzOH6g3L|tHQ7p)FA8xp1jD4nN2bto{+Afqm2b1>w(lk zRTqF6*=_9Xq-cU5(gXE5AtSvmoSg6iJACS#EQ7{?!#W)B88cg#fJk@8{1jLoqiukq zn|-kHU%^;OBkXWfF-Do)gSuj<){dS=6e={l?wRYPJV^31T{#Q~){$ewn6+8&qJFG4 zZc?3c@StUd7ABLw#Locmq&7+_1Yp7%!~IL7)+TH$EjtOGDX=dEnH=}v-r+%FD>i~Y zWTGd9w#ov5Hl z!ozVpR}UThCb;delNlKqequ2VJ}uBbjjV#vY78e+8=x2$W`LV7v$!sKQPjQP$skG{V6v?U?WT=cqs| z#2fK-)NBrZA!%niIT3NjVYgPMhB{m##=CgDF{bP)8x<(>aHXSh%}7Jn%_=Rg>lZ}GZo?9i0Ra90)2^m8Nbq)xyijKZFr** ztDgqnz6D?3#W5(wZwx1xmIV=MB5r^R3u)V>HrNJ3wtWP z7pKsdYjx#wd~GZAVwzHb9#D+_q6GX7<2_~0u2|HSefL)+sg0`njXhqcrOI*qS1LwrApC@dCin0qCau?}55Vj9Wty-?SPj?u^^ zLprZWXeR*;Pa-pr_#v9=)Unn+9S+vbG4)v~XC&J9&w7l@xiKe(c^|jRm>kc$roFxi zn|eCqGUh|XUc;vmV|Ze@6PgM;(JIR$LjieG4~*kftF(>mGwU0dh2Bc$LNc#kZYy0% zBcY}!lH9O9KW|=7LzcRE0f^2&Zh!RC-I?i!3ZT4LeEgCU4gwlZFf}o-&KW0ViXsMD zA2h$mT~myW32X>|iJB#ti7gCIn&W#MxATB{X)#WtPNk#N6@+p?G_?>>X{sA_m+Iv8 zt!Pb0Ztz6bPi}CQsnYYU&HBt-(Dit--8iB6%%_>1x1X3iyA;J(2Nz1huj5GYuS!eR z7&-GTO)$TZI=&t|4qc@3h~&U2iZn13T%G`V!M1a_k&dfBH(Hr}sGYOQfd z5zDFRhCnLWh6&f?v@C*FBK1xD)-HXk=!XiIW(Hh^$4j`eSH+k6}02<}`eX6fX3|zQIcwFfwpRY0hv_R|?>F zblb$VRzsQrfQsiVX$PrEmjDBakSbu*{}^QYXA$TfAZqu|qF#L}u5e2cXGw+_(L?a5 z+THyK=KISNOw^#l8T&1Y26$Y){1Vi{Ply+hSR86A;nn~q*Lu^S2pXh? zOOh0!`^H>{Ft8uA!P20$a3`ST^}r90h8Ns4W{obysu>H`cp~A5%dw@Yt741M5}c*iAliOTesKJ8Nj#}* z(lyMne7fk#mou2_68O#Ed|om2#S62SjW@knO{K zP)&>9B*i4dN5ZZ6&T*9JB+d%SJA zw1>k`kB01zydC+t9FS8TF%e*7WaPP7vwCbG-F3@|BQ~%U==YosrdLN!S6Z~crVMER z!B4hYM%MWQ9i`&wG0^`ik?XZ0oCj9|jNC!5=Hjq$-|{%~ohLKLPY0VEjBx6k?L7R& z!>-=sY84P9v$NcLAA(k_$6A*MR~oH$3mNrYA3`*(M3Jer`}4I80#`p>R#K{|sZm0_ zi^3Az8*FxUHFE6Evc&1<;8TUtGdOUnRLbPT7SKzo3}k=j25oM#HBu4g?())Lmk!~l zRRh3i!CmEAb=!A3_X?Yp?S1XcZur0a3i;%Re`_%J-D}~ycQA5C`JS6SdHv;gTRaK| zrolaUEXks^v7W)WKRx1XFV@-r`?Ie;oz$|f4s>8J*4S>C2XJ}{9c(3t^ZM5LBH`DV z5`q!Mr&qxY9V`KQ_;k1(K8MQ3@&mP>r*QL!KC9OmoliaWye&xG^x7Bq--f^X$ZlQF zY<*lT=%x9(wmze5>mx`R;v++alc~3D!;9iWZPY$mmz(##+fgAAzIxB4-!iHWu1>tX z1wXvxsIis)*ytzQ3Jo}g{Ghm<>PpSlESGK%ZAF`~quoj=iS!1@ldX--6IU|6XOwNC zf%A9Un;p7RZ%s^wg?+}qv=p|7J8rc+cTUZv&p+aUrSteeeF1Y=m%f>Qkc(?7!s|wXdFh$SQnNAuqdP@Zs5TRnN`R z*o!)`QC~WTZY|b4BpFd=eFZ1FXGBNR57$o~4J~g;h-_rwHWUN{ciX zUjKdo?je!Y7yjI*Y9{ly+cdw$ntRsc-G)2%lmzr3@P)V9JU>;jcSu570qyXoa7x5g zt#Kca7QL~Iol#PDM+L-7lDdIT!&3fyHKznY_xt>zS92vdDg|I>N8xt>x6$U={K6h< zY!3B)Y6~_CUoywNb?xM^it2~65zbFP81Ozr&MFg==D6#c=l?j^eDrmk6N>%CLTYKb zJvqM}>u3~~u;M=DmsK>rP%!dM74bpWtlh1^9d~jwRCPIzSPaIWOK7YXBJ?7w{DC^V zuim>^H~Hib`O0%QLnQU_4EiqD^))%YfJuMS*(?&_q?4Bx8|$8y*QeHi8;&dk^^c0) z>35s9Aks-*3+#|Yco%3oI^gF7KLb{8=hIoc)|tcKjr}eK1Aat)O{hr^;GqCERsT)aBCusQHMx`dk60 zpD%@bw`6~^kvjQimcvL}u$O5D6iyK#oyKI@;JAD+GC^t2zpdhyXu0gi!n^#Mmu&sK zOHnulOF-Y#a6UcXVr;nA4(EkM%NMfe@=4V_?dvD-863ab7Fz%La>nONXm#){Ff()N zRqo9>_vxn8WxdhxX}lFy@Mb+$Qoquk^X2wx3;2dOHM&|=UXlfeP~7gqKwU`Eb;j2D zzfJJ%{a3%ZO*yV@o@Vz~$-Y)pUxhnkOf&I`qHa&AuZN9yvMIu0Y{&>8Rr2 z#yX<&2f7=Bk$eqoT;Q(b{RT`>=6&t%W+(q}r#@99^d%^>rDY!Z1fHrLR1v(s(V5GR zw;O7@>iGKkwq(rQIbHbN)@h8U;Naf0fI9e3{Qfk)_*@vz7gQ7)AM72Y ze_QMH^9I*Yz#9cQYisWJ{Xg=D1osaAeKQlAac27S{&HDM@BnrVmhsoSSS=|}%9&90 zt5B>b=I4ju6w2%jM}~?1{s|!2Ghyt>Hd?eTrg;w_W*n8<4d5CAS;_DN;B<9~NW@{B zukFsgMa!k|sH;#EhB@_>2-h1-8?rn;bSDg-ni8-j)-fIlJYQl=VWO9h4)1ucuWJlC zbVL6jnR9hh-hi?zhT3}Y6 z@Cjs7LnGWWVcDHk?^F6(%ayCkMM~BX3A59wIr$d=i!yS{%+&nBhRoLsWR+t7aCaVR z3Z`rtg7p?~9qW|>qah^J;P@jy5!Ig^9` zccH!hv7zDBCVR^!`+8xfuzmjrbKfc`DHdV&btOxh5mygl$Zd4$(+0J1XPgA#>n9V-7&g69FfD}Kcn-yoBJQDg;2l;VJC!Itbyrka! z%|TNM7lgc+TghMv*Q={+%4uk?6a1;oHvWLDgncErQY4~yqMQ}@EmRg zpRoJ;zgv`#{HF5@F%dUznO<*Ox@y;j z75rQH6ETWZdg+|$6eQJN;j$~YwERIMncg>xz1m$S`Xd(eFP+{AWg`*oZZ$vx^QzIa zXmmErz5{`uN%x$94t(_duwQxs_pYGR&wWD7maa`0`03eT4f8E zTzWa(4(D)Dm7mLA*kHLM6|S0qdqO781GU24V}L!;8+_&bJUzD-47dEY3cW}U+ni<< zL}m^)oUg|5I9NE^^rPdf!l+?Y<0yhaWb=5>)y%H6Toxg$c?w{5;Ib10H{ly(d{J6R z?dn<_GL6xmT*>h-e6E|>uaSnPo1mdG6Pt4S)sUIAgFD3RP79px#lB@_)tjnA_uFfQ zNsmSSm~b7XZ(x!oF=p-3zZ#4E^pj1QUwEFGE}c`Em%MXYjKqVBMm6j{o(|SFHeS6Y_j^Vr zV0aZ?v?>-#1}jk*jWQqzNKv}s((CzblnwD{tf<=b=)!(Pb6>CCXC_z5_YNI*0O&~o zKFoYMV|C?>)fcFETxf#eWrvW&Dwq9n7~1rD6WjMYX?L+uHQv1b9h!)kwT6nW?&2`V zp67O@qVbi>j4$jH3B5FR;74;rxa-7qIs>VX->woqjZ!$@5}`lJY@#n%3Wn?kV01PB zbrjW==sP!g>R$<4uO(11Ct`9e{@O)=hFD~SKp&aT&D_6l@|ET#;)&|Ff8~Z<{Tx*+ z=y>l+v-40(yKaWf+m&aJ$VbFSOmN}@HqNH)B+N8_J%4vh*p-GmnsU8LogmYjE*A@M z5ZGCO#kzx{;p-3FuEf6{NY5W!1+(fsLLNEegN>Hp!<47UqHR~E=h@ee+~)DE&RxdM zOt1m09Tjp1XjPD$l9lxMR!Mn&zTPhIBR*nJgbUa5@r2*TD1@kpi#hB~A$uKn2{?X# zToe`sI&=T?<7ua&Jf6JUURH_qP`%phyxST0fGR;c-1B#Tx{s60N0ne=YO1%X^MHO1 zJMK}!kuM|IBv>DGmWqS?qpvFPHegxF?Tt8cJnbWN4v*)U}!%6PCA zEFamPLrUszKF~JD5Sciu?53cLsO0{39xAg#9Mta zw|m)PbJS{*qhm)TC}h)*&&0A+6T_jT-nmoNFQX|l9W{Z>kGy^h2~7LqGzfM>ScnPcBfRdotp*nxrvv3|^vtzR_u<@DqY74aSj`@_+M>C3 z7o@|Kix=?|^5@{VEUfbL_yJJ5GYqV^Qf8}e9_+&sx0~n?z|x+H4h3B*6tD}3b*ZjW zS!*)*&`6`0s%I(eJi<0~6zHVnpuS-z#)mUau6&HWU?4M;74E&O!4vtBJvs4XvIF61 zZ#UAf9qPS+TP8+!DH{$prUNM0y_hl+H2-T0ta2<+f*US@-bcG#08?Lq`hK4LfMBJW zT1W&9I0DU8aP#l&f43vEC#Q=AL#ifibsV;b*gN-6e!#*77a-oVKyr4V_Klee3g>je9#9Z6d9wFxE|<&0yH=hsYa*3xTC9FJ9F2+`Mwx(xdB|ZQ_u~ij?q~HFi``|0rVL<=k zKJZGx?&HXCen?6p=hL2_VPSURDQu1sMCk~$GCY%z;1`BrTSB&dw79GjMj0La3XJ;K z34WiH&cjTSjSUTc&^ea>DDmF?`9TU$glhK1Cf<`j=djevS_HtXY{yEsQpUgX;e%#84DE1sYg~%d*5C~6}m|&;J5=j zRuz^|^cw}V-aoKF6`Le12KKa~r_RVOn}~TS$wDZMbtpbpdhl0-6IJw_-D0HGBs5PGFY8)pBle@swg9 zT>s-+gTDhue75<7Q-$S(#K;%)vGxZ7U~ThSP@%Ux{a{uK2t~h#7G0G79fY7NJW~GP zo?=`lCp!1qp*8x~mAft+`&G+w7!`)!cSI#sOxN=R4Y=zgvaBCs)pLo^u4D+2TSm7G z%5PHj%fmS@LC6i3z~LZD#2@=~>-F!Ci<68t@lHuO#Um~GkyErtF?h$yCJvp6@taT? zh|h&tq~;V3jCfEMl*E#QtE~bKhe#zV5*Q`-iCSp;{Gojwt~NnmwyH#k_%DX%S04-p`4?H@Vi zzVzrJIIP0qIF9`gE|8{~nRN?Q>?RORPM1T$3}(?TPqzAr6R&}YUwG>M&ica$VEzDe zJEb|52WXJae?v=z#n+Wcz8gk3NSZyDnozSV&TAqQRFM9DiK(aSE*- zgCQ|pvG{j2Hy`>j_{VNZr1d^w#b!7u5^lv^!X2oL-`HOX#e+Y(uCRAn&H~I*`xW;D zPGPR%eFvk`@`jH|&j0fh^drGfQ1D{tO}*ka1MIJG!qcJ7&lmjP|2MMQO(60=-}8U}H6v`scgFnxmp}jak2<9Oo^J8K|FvTL6iLNt zjG%K=oq=>*o0`c|3n**rpg1W|3`esCDi8_j;IcLg*i!XNHgp)tO$>j0J)* z0{s&?ZEDz@&iQs?$Bd}|tIbB5*pt;^&|#2Fw$A2kN!VSP{hQ@<9!qm`IX;p4PIz^g zR8vvjsY2FPLY7TA&n;hQKMCg80^5?8y?PM*GJc{+lk7$)&cyOogZDmwx>{!bTKQ0< z%{5%?n%ZjwQG$!UzG+T(8AxtSD@s; zqh`+botU0MTofS>oL=4Z5kS_CglHdTpn>T_#HoFctP7-@uD6F(S(av$xFRB`f82?} zPlmEFrNB-MVjzxff!t5UkR4|=zh#_%Hu`cBMY=yepMVTI#=irlX7c6<)V;xPOg1l} z;xU?143)Y4IWRv}Q}Kf#JT<6YslvBHac+mt&jQ_WCg^6iIK55=Ls2GD*HvH6Kr2j5 ziC1?58mm0Im?LWc<8v5DO2l;6{@cx#@nOVA@IF4^dacZy-eQG`KQQ`cpLoijQ+ZEj za@B-t=-NLk6SJxl{WocdmFNPB2Oc%L10vj-qM6#Or&(E5$WVt6dbXtIbS7mI3`WY` zhd3^4VpAe~E)QuZ9yujAwu}1~xX2{Pdcqo&O)U74yPz0msQGO?7A}P;t~XIEXz=Ko zBb$$G4c6_dzKnfW4beauj<6UKTfm+%2hV#!YpFUOF#>%{f6)~%ET0EL=Wczr?)+o@ z))f!R+7gh1q;NF=#Q&+pFY0UX%Ct!FY0jfqeV;VzNp5{13-Mb8)L|r|VI{Z&4Jw@2 zctVZ9i}wn~sptmdnu&_mfMeq%QJMYE|6{nNX+%}6#NItf?LZ_~9R|a-XuMTK!P3H1 zQ@U+Q1Hd9dePUyBuqoL@Yy(a`ezxKg*fN%I@NputwuN15xswSfRE;>O0-k@32^0)C zY>r{WI2wKeLvi%s{ocoTg6cn11kr>=6nK+U|9d-psA}vwRXE$6^-D+bA_6sKyQLbC zvn9repky$5)k&|vcZM-PU9scUe1`8ZZVpwYSXEh3~ zssba=P@B~BlTt^!4ygU8%>)IyX$$ta6=3^R!;54Q8+eq7D~2nnYJ!hAl1ldswIh2V z(^&%Gi3l;#*~=m!%fQ5bX%lEZ4$fgU4ym#B7-4kUVHhB*B$>}y1mfIX(4k|!11KpA z5cJ}+M?s@h3Oat@M@*^n569+cVAgPK-@Vw7c93IubPAX{CYsWZ28jH#_h0N*jPI;D z5D&DDJ#7aXq>3uuW^P?}2TJ{WI5GVnEgQh8tsP z;5VFP719cj6kIq@BF67wh>9jE5}%M=cITY!I;nmFuG>Tmtf^!7&KyuCY%Gvy!B0&k zyEptQmDr#AsP-fH4d2oMeDi|612ww5M_+k1RD0PEP>bwP+wv%i9Ws(>6OE0HY{Y}9{otX<#;NM ziN=DMp`;fgo|?HxBV6wJcR4dY*p6${U6jGhxQFf%r>q9RrdHSg4(WQzfkGw-I+BT=uJI_s9Bex3shr^+GFvbP3); zSxeJ}C+{J;flV#&`w9Gc*mE;Xq&B^ufEl4{fjl-|bOo*cyxIU7TPt?gf*{e`h*BaH z8A{8WL8<^xDvXq9sg)xmu<;*AGuFMw;V{b>`SwTzuT>`lgJTYl3`498TBvPPxo>7* zXavH029)wmNLYu_`Leyp>Px2!O4-xx!{e7i5j4-OR(%bFIG&GaWj~^slmY)y03EY& zp@)LvAwko*0ivOJz*gmRr?@H3S;yU!l)`* zJ|8U9?n6x#>~0LHC4;3V&Qm=5u+B>>vNJO`k{TQY^2@J(8N@gX{AM8W<@4r-899cX zYw9O#j?W5qLj^ytufHKUTd~_}Et54qVQYYOOs~+2WHMPQUWCB6bA4X(hAok-d zbiqsLN?@;RK3;1)v`IB6^EEv+m=$2!~N|D5eu#pWvuoF8pe&A_vWP+bSAO1&IyG|vx< zlN5v~v^nl{t@=^GECx1MS;an}wH%pCUjgOMp_D+1RBA!fa)V`}RdMOZQhAQWa_+Zs{9BRxna zAi_jfo`@tRC57Rad}`$|cGPCV;+}*0lImdCl^(FGb%#FL@>%8ezAe(4PP819CqFSC zRJr{8i9^{sp=WtHhTm?^=Mjk5)GXu;bp%B;8-`&ggW-yC z31ZW^KfYB3ghLuvdQ*3^E8cF)0D7I6L@>jcVm7v90I^yP@AN6xaz}SFExA%#L|G?H zHar53eq&<`9LXfqNWmPKFsrNo!##Q@oLw|%brRFWb%I1z~vx!xt#HDDEGqO8cr-le^)gLHPo3!uxTXEVv6Azy%T`h%+sYOYj;C|w zhM@94C|+pEApopSK}qkklVWq+Ozz<7Nb4w+8zvq<699iq?nA-!+0|gN0keG82weO7 zh8+SHOm#%(_w6^29!8C=LR@EWe-`SxW&He25Z*cd5o0kH_ivNDi*$5D6BTU^*aWW# zJ+-pJ$#H8T=Jqe6Ma#`FvBHblf=P2{kE|=i83nx~zej%T=K%-g@D9%nKAYzj)*dy+ zFT{eH<#{{?5%K^FvaGYY(DmUnr@wE^q}(4(B)bc84U6cf5vOoa8#C!3Sin@U;H@j! zajq7Qno#L!f%{|wD%vd(UG1g!;sWh^!J<8 zymZ&$*K0jJ?|Lm+g%LPWAeL@T{Pa+$gnSb!(@j7L6|W|t*0tjuDw)I^q7+ajQkK*! z67?5qkHov7H%65NjB$LkM0g`I#vRWNQj)>uxrgILHlQfC1g@o`iIgTByNCsl*Gbs1 zL~no;#4fJu6M+MY<(5FulHtJ-88*DP1NtwmW&alvO$ovgrgMSr zU5&i0-DjBw_ih#RUoE1dd&h8)*Akg8s=A0y2T!4dALeFSPNx{Dz8&;@uye_bet)9g zlRuhCXu?D;Uiw#F%yuhv)6`JOw@bS1WtLkPHri!2siq=eAF#5RC_=pL7{r0_t6VQ57-e+ku7 zfavKMvu&D*&BwxCUK6_;Lj}~zB%aKp5>9($f>0AdVxnia=5z>=!(_Z=d10jfQNyCV zZxo}Rj+2r|QUmDnRitVW8LSdJmtMx7nNyt~`5f#t7Gh$JD)Fq#SD~8)NX@b)+uFn=Fd+38l>vdc7q79C+F|q=XM|=GEua- zJ#BVzbU@fGGu3O$M8-ucGH-8EAOH=euB6`M?r3OW4na@q#H(9=wy0v3j!z5~#-nbF z*&5yIuO%Oab{TX>^V0)U{UpT97@P#i*T&$HJmv+^({Wh)rx&t&j*)W!jTdqB&py^ox=0xL3BU^K*RDe;gR(_O-K|0bhlVknrrgg$hX8Sm4TA)Lt z@JgsSPe`;ZDgG5!#16=Jaah^JXO%_O5btB@2vaU;KrOD`qUm?bNBY|esO9lQEXG7& z3hfQt#|H3HRiRt+e(tB$%KyqY*-c50ymK5VEz2vsSMIn?Tt9jAO7@pf@}Li6 z?js#{ttZA`letl~10Q5HYU^`F{m>2Pl2Fa_QIHbBnfP}4n0>AOYI#jCS)jG-BXzA- zCF<@h7)Z6&MsW{?_;)B>$F~}cS-}*ENfH3j4qt~+U@BvWNtwT$NAEezdGO^5yK~+4Nnc4{Ml{ie`w5ELc{`8=i};r|PLPfWA#6EmG*Z94V34Hb)$NL! zrBD8v0K6)s)z~4p9PHlMCRiz=y8lPP=vE>Uq+oO5ejX}N!LdB7`T=1oA{_N|!glzk zcUA{Gf4W&kEMMz-C%=tFlB?Vsy>bT%P)Zw07F^;Gb3+U3A zH;7mniB$H(4lKIz-q1-Bgz*34=I{F8hDB$e%-u`-0@-Otdi9zWM1D{TROiakJ7jF0 z$*qfvX5(l-DVOo0lt2PKWZ`_I>Ai5rIQ^b~$OAQzbs{C`t1FA@*nJ3Y!xw z>g^U{`Yl%yKr@XrL0^#h`Zj#Kn(TDR6*pcuIW*aU*t+AZ3#>)Nlff3i8}jwcxa zWI+ABub2{c>D6py$ze2=R$<#8Bo5CKwRD`qI9n?d9_W~@A}Vv(h??$%c6g4Ba>-+V zMz&5j^df=>9nw1OUy&H%AasX-`v0-i%w>}hMGyQo|B2yZ1r|{>ICzFh*Q|59cNtx8 z3uHqRl^lJa-*Gtel*hMdU-=N|#R^NWS`{F|Tf#DsC@7RbiJl8RbkGJ$nS{VhE#LR_?E?ZEKsL><}uR$Yl))<>Wd zbl_mc;#bPpn(|6B#rml-wP%Q-1esS2^;eNl1`xQmt?iDcYhS(Xpl$POAB#upW4n?P z&&`PZ?bXnV+M7pmK_>dIqqyiNk9}J+!fr+c3qpZ+h^Ozj^B@bwES{N~o`GC3o}Lsk zgH5ii#8fpk?_B5(WGky8kqGj&0&R-Vd4J91JU{LOvO}4QPs0z8obK^FPTOs^gx@B? z8Y01RD(cB|NDA;dWK(iOQuUy8`MeZKAtR%R{Be5+KinjFTjuM%9UZ9UrPA%Yq#tv~ zk)fmDiuJ>`eB&3q3c{MA%9_i+nBeet+7r8Cg*dB}spMY>n8ryq8@~(9|EdFOUJFRl zUTSN3XG==3!&m{;US_#WSLLq83kRrLBF~8_JdOklc_Mxj$dS*>PyDYZ?9xG8yRaC( zbq~^aF&0N`b~V)b;x)GO1Z>}JTXf>~IdMv0-Z}3Q3^TACV}ffJ``n1l@PPUS;Frr25nKBk~$wzmkWB zmWTjtZC3_785}^3fZAGe1mXanxvU~NcPLTpeKpI#46lAGoKei-A^Fko2Z%}n%X6E2 zP&x3cNWi#s0V9FVS@S^S``x4A(p>unRc?HrlC`>94n+j z)id0|#7~2c&-{ME6`i`4KtX6v*~9a%5y&RcYX>+*%DcwRnS5JiV$@Iy>*Y{T#cn>$ z_e!{D$~bXllqkt2jIqvg18p~fy`&tYbT2{GsN7b(=D>0jJ8kW&7h$aBEi?&Jzcprm zKmpIQPGTqiHSY-+V4g$`61plPp}b*m_oqv*{hlJ}j#h(Y^xgUzd3`CvxT#T5qaK?^by6sN8hQS z6H9{?aPTZ$ky%L`IpL!2KVL5(#=08q(}%w_VUsUEerXC3nNpZG)&Ms5-Lv{*=H4ew z>CCQ@ciO|VtiGBp641SACyH2t!puHgqGmm?Set5a(sszU$O1WOJb333M$RqfuR1Rv3Ezf)Ka^~8@$l!9sXL7=RIK{8%0kgJ?cvBAO+eXd`R}?eE2gIYb zHon{=eL-jM!!RnBfaVV(B*jt>Nx=m7JlVsEE;wO0dR~e==Wq$WgndtffCPw>{Q$=L z+uqR@fde2$R5z}&!gazHy5JlD)D@pYQJjdgVv3sq8v7cGxF5H zk#66#lCf4bo@79B9##M}8h7+KzCA{!;o zASW=1YV|PjULBB+dWvxU+nKmRxo!xrfuSN0X4sCsw4$=dMB;VUO6;LDU8?dEk%Jdh$gJ_#8rvs=i1 zM_Y~JaR(S~CgzNERLr$xFXAVSt;{apmnuCNYAnbchg};%@)j9t;N;3)0l)b~Ca6K4 zx(Opj460UdAmwyF_c&1O#KYkyo(%0X%g;;v2Us{n>Z&KkYHFy1qO_!zDNv@j`bL~C zUyXoWx!SP_t}r#CpOR!z(@(nv*sLs;~*7#gl#&|eG`ion~q`VG-gC5Sb&Nk zYg5436)-}|+2gW3&o(%Jp&Q+!5jhHm*G-brf>9e80?jPSAlg(uN;;EnLuxDzMAhY^ zPr9?8K3&9L8`I6}IFQ()*c`;NaF#`I1$xjnlea#9K6<0--79}88#x<`R%Q>77_f}N zkeN$`ErTvjVeXGo1UNrdG6E}2Lhi!)n>f6lq=61(Ln90J^h5$*b*~+?bQ~GokU&Gl z#tC-Mai6LI388h29Uq}d#CA<#w2w?uYXcCt8_ysIxJ>W}XN7kgy)>v`b**hRq=IOx2q=?BU@utzqJF}JWY-6%i*t~hWNW#S zS^6Hy!QfgBciI^ko?hAjA8rTq6(*eaPp%c@=jVUeh5i4crdN=BUU;+IB1sqR!ABg2 zCRjZzz@bM`EF;?;q~gqyO^;$U{XG$Rc9BrVB9Adi-#0A{e(&c5OI}}#bB%tqwN<1N zlN+1hkZ@r-l>SWEFe~9nstNl7xRc!J{7>se(p~CE=UniJ!z+-; z>Bdp*No39ICEGNzjymN~uowx~TwsF6&|(P~k4<|&p+NXQq`i4K)NTJi+;Wvl(n<(v zp<=k~J4KO@Rxuc5Y-3ClvW#Y^D@(;t$&fYKDu#wxtmDcu_MMRtlPr^+vG310uKRwz zzu$4(_xJhZF~`A?@-clr=lNb<%lrJICEpBqW8MPcfo+{CJbh6c*qTPCjlw^ucG)Ux zp~04wod+Qsc#Z1b_Ra#fr1a+jr?&tQjCwJ;sOij$c29Hm%%L>#9kl;b-2SdK$RB`? zw}70Fmn5saI$LPbJ8(9-AO0mYX)^wY2aaIyuvb9%qyhhA8<7w#`9Wr&<6Qj zXs&Xb0l&GGr|bnlyed!i&f_Bh)PGDDU8PBP+De!C#vs_0ouY{D?k%$3PLkjpw>rkL;wQ09R%weYpcNa zkjB$)Z$(gm*j?kPBfu{}@%nY1LX%fUR(<8s&;O_1)0%ZV!%XVbg(sKZDTB61Yy4}) zZxCNT@;odcSeWs6vft`u%L2S=9L%d8gxCZ8fY&1c)gq4N5C++TC_%vnu9E`n6+)$n zXBFs6r+AI=<;!Fqbq*v4mjIwE&ZA*LiEV$_2ZRz8P)x*unRq-uSKr!_22d^X5MD4O z^o;-D8{-$QChKhQ47b)N04J{V>Lp&;1F#C7rwK%?>s$Xr&=U-s4ob$$-NoZwz_(w)~(0UnA65=i*{ z+`eVFt2%ZsjVHn0;vAf!@79q+({F?F>2VRyjRXch@$51!;69o11eJ|ollk;vT(p49 z@704XSQZZ2?t8z1>Mw;yH}g0&D4?wnVCMRkF$5$eLjX34@_3?eei0hK_V7a0B?SO& zeVGH4lnw8h@Uk@z+s2->sWq$z0DIo|VQ^>eo;ps0% zOX)y|m;s1y0?%~9E34|r^E`ka*zQz#IpDidvfr=0TKz#seuHSBCm^B}1hUj`o+6!> zV|ism5m144=v)WC9sqBpW16D8reb~EML)Iux;B36#`A(101UQT2_As}vO=DJ?-2`~ zOFUo0p+gYBHGn3x>X&d;6R4%`V78vdHug50&GpmssQ;p!FI(F0gI8sK0QE$5m0wm0 z`sJrjGWq~NcPN?s0jQ!I9Zy7CXq`KGnURMPoxKW#X6Kziumq$mC{^WFQ6L7^0{-|d zAcyouK!2y?Q2AoZJG42S23D11u2&CiYJO&sPnwla2n&JZRSiLC07c4j>Fp)kDux+(Zx9@xlR>B#c zjsS4hAZ*oh8#YzJn*(ps(-W{q(jbD_TL0jg0PFhBI#1AJ z@#5Svpnh#VHvnjC0TRv?xG4=m6cNdhXtNBG35y9te23L^Muz1k8ThBLBfULwSNe@?9{Gc_1kO9q#7r za3_T~r8DjUkQoJ@;W={iKu;<>wG6r!LJ27FogUcP&G`K7vDmN<<{R1M0n5i(o_9_O z7+&Y&0CJ-Z%)vmNsyxd(l~9JKQ{R$8^6n3C+P`)uw;I&~aPR>Yg$n=2_DR{UMe)#z z=CrP;0|&9gcOHo)0u-ffV2;k#eFgA#)NKo0)%PH!T9@c0g1J3E27xlj0yxHFRMgdF zK*?yS1h~#Y5L7Sl1DSwLq87ma!CeLDb+_0#7|J#oz>~&b@(ht?qid{g3u$LgaJH~iSlEX_TJhP7@xY-s!X_J%<>V;YmfMWoi z_f-zomAMqV0BY|4D*bd<0?4pxAb=fsuJ$ON1jU-{dNV@_I4wGBK?sZIsVPL19Iq;Y zF^-M^+jD~2i}8WNxvea4a}ZP+W`Lk*G#mM+Zbbp5fdo%!zyM-<>S=grEz20bgv^zDU!7;#=SP|XD1K}%j82l5pH zv?cha>zPBq?ePJ$$E_gWn1jCjNoxLWMIf&G2;y!e&ua9^g7hzm$3@E1>;KZ9ZfiOA zl;^kJrX_5SZ`ukqZ8M+>ZUYa&1hn{@adkcL4KP&3Ne*1yY~i zGEl7XK5qDaxc#r||66DJv}xCtAa&c{x2nKuHwGHx3~=t*mP(4J;ZDte_Z|eAcA#c5 z2b)p`>{mM;h}jC_Ui)wNe_!pN>;LQXjobVF^*%4^YV!1r6@vO{03AyJLWj2B<97g; zq;rWEvA3iY00|u!a{0e5@UK67z4QN}aSh2Z`j0>O?~6I`JXQboTr*MPJ4)G3|~Q-VgJL?`-o z6^xw$KreS09Id6Q+CAkVWAZU0SG@QU_$COrVbzl*4PF38s#V;yk(IH?2a?5q$RD$6 zt>NVuOuq+mq`tt<4qzg`(7=%PtppHsfYLEl6t`}+OhlF;yJlzC`i8+@vvr#3Mg5pT z(D;%|3JR7Lo1%2XTdR@91jG8VrmXs_?L>R3f45hgZ zaQ+uBK7l~%G=jYEVNU0iH?cIm$jgQ?RHWnh>FWPI_#<&he zlBTl##lR86cA9s8f?XpgVcM92KMU>Ytb5Stl2cYh2K|_MajSaM%p-#M1B3=5aCN-# zyP{PHZG+n6v<{Kh705cUjEk8;O!PK3vJ#rAg8`E8abuboSs9M^?8_S#jgfh8q}z{5 zKBps8GrcC7MMR)W^=kXuSXt)wC*S9;ae?5Q?z2{ z-#L#9RzWri>-Cf=@MeClRgd+oJ9n28BnH>P5W4sKg3p>xVZ%E|)f@*Zo4VITC4|w2 zO@uuoHWHZ)`JH-xJp`|W{Nk4{_5~ZvSTUoJS-}P=?)bAEdilRUxA;lEGVaTV{@y1E zrgQQ-3m!*#sGE98)TUgRP%&jwS`X<#m9{YY(s%VuEyWIxokpzOzRExA&9s&0lumVa z9A#oB+tWN7l^Xrdj`45_HFH~@+?W2C?05Fx%HMx~HQm`lv%Ae^uI+L~I<#)&@L?S~ zBQUYCem@i?k7j#PXtbE1H;lmS{;CSskiVP`*41iBi`)PB@jGwSV&5SVNp*KsxOAf_ zz0=(y&s^oOtO7_~$A%Q06)#oDgd2W*5!x9rfT~wt;s(5<2qKm$KO33F=KN)utT=Ed z&MU5kz`>0yg?s94Tzhk>T5Qb9G?aEJ`6*$&Vsz)*#dBeOO zRxRupjVzPxr^=BMj#)UBMuw1u$9qYg_v9)%zr^3zoD0tXea;IZWboJXBd0&WIdA>$DhhACM{lJQ`$zpUUUu#bcUtdIdy;mP^Jg_yet0@X-r=_#>MSFvUP;26 zz`eH*C@BzzKuV$Y0iCsT4t3(6#|eamqa3X#fhYf>6V+O1Bj9J85KNkB7jo^t243K$ zH}Ca*%8bAzA0_!Th0RM-o4gbra9)mVEL2sogE&dw2z-aiLNZ7Cin_{8{1RuzoPJn# zJ8s}4JfSS5@P)mn?fZsG31zjO+>(Ms$g<2kgGJVm;^2tY$YkmK++fG3bWA<4{>B&f z_|~kJcLs`1NjKg$8*A6eZXPhp$fejc8p>t})IX-IHqOfBMv4HNy=t=oWHXLN_twu| zkRB_vgsCegJ!hg*9gH?S|sVc=JCf@j~dNSqq(TyLxw{;$aQ2;cfW-FgoLYB;l( ziY?n=ag8Xu=H_B#Z^_w-$Lf5DB8&X`Y&fy$LMJkBTs|pQ)4WgcbL|i(#R-#LfK7hO zPei)HpXW9?c+4!5{dHT$-RdJ|5IfcN-)nPTWTz?Vt zS?{rUeaASu&Q*sVxia-U3&!_m7RiT=^=H%xqS=ycjp&2Xt*B<=_W7p`^<2F;) z<;yvw0RD;ap^ABP^MTc0o%CBmQLz2d*{7Enm#=5rxlo>T^A+e(=-E!hR;vkX#ytTd zGFtu4#=-f%2e;z$4T~CGvNBrJ2;$a)qC`WAYN|?5&d60!@ zt=RR`k72B@*1yj!N^Z4?YTBS%G>O@XLvnzBX2o*n%0he@@zG@9ZyT}SJuBOAJysvk z6SIltThXe1kGZlHG{oLLl@yd1F3b2Z5OpWqgCV0}y>YxkirNI4VbjXO1*JQ#<@`fu z!QdRZt5%GU<7UvpAySaV(htArBc;@B{S}9gNu??~p6o*2;_khF{!E)Fm$Xx``FV4} z3&mIPN}!2-(j9h5NuT@u@cT&(qvQ2nh#LRIl4Qid=b^zvqDOF;y}imC9~EVWogDNc zYN)kW0^go-D!(jY+InJjhl)ZNTCTysb)!A}5mCT;;(TNItLEwU@|oqoB3q@T%1M>U zPVUxla;5r$)w;d>pf&$4%fvdW8)U6!;Wz66Am{1ZdVl=LrrwRQfC)#xa6bRHwwT@< z=tv0!RS>%@=j@Sj=#;uMY<#~JHEYV(mwuXpK2N3$7(JjY-{@sTsIyd=^Yq#I%U+L& zS73fxB*7ODVlC=aGV`6kO+JY{m%e_5JQx+jnkT^{&^i{W587<&ITx2r9CK(u#BX{c z!GZgpx&7}<6qb|k`Z6}J<1kD;PrwFwg1OZH>$NKTZlWsL|-`!tv;jMx_$&tiwFlIpNsvgEi8s@>W3)>by;Kyt@W}kz@5Rp0- zdcD?Jn45=ZZ)iy4*cJEna%(q^7Iz0v^*f)P9~k2!X(ferG1+9&z4ljn94{n9+K9%` zT5|qepN&(iKYowjK|d6-nz=tJgXrq@pj0wkUDUcyB`&mvDrvAN)fj7ubd-P;8;jjG z7%K93PUNN><5M?2A!Amb6WRu4j(8YYt_r#fzmvyibRJ+x+w51;F^EH^$0Y9CdQt( zp4>LE!ly5PbYB%*(|Bdr0wq6>nTKL>b|ZZCYeansbJ+pEvt-#3N3FRxWV4G9X~w>y z4!XDVPjpqxcKj77&dm~LYFr4+I;)5)FKXhbCNO8a)FU!pW{OsZpH^H^YSchZfP(A{ zN3F4mI&P187=^kG8`$t!e(T}28b4K1iP|`xtv8ylODTg_6wI>jU9&Cp!xSt;uG@aK zplK}WMv7;`RbD#5XI48v+4j2dS+v>~hY)e(4qvB!gM6T{vQi^X;t~yS)n2|2iCAj;s)a0- zKEu9$7=F;>G&6;AOwVL_l&$pD5Hsw$cu}+`&tmyk6vwV)^2Fw45exhJd!pMfj8WUv zq^6$v$W?T?ai{k(u0`~+Svw+y2%oSe!}Id`-KPioe_1_g?e-UeKH1Kyi$WhV3W=$C zg2dmnX2_4xUdKkL4rcGFzP8^bt5?%F;dsUQi5=E8ipKFhLm!g}8Az`Z^TJ)C8%p^L zhv^HRAH62*mPPkx8q;mpjiaXwb69XlO9?@YHdytDB)jAe{q{Bcjg61T*CAJP(w>bCAIn9?apH+N78Lzld0 z6&FH`Ljuf&aM8>Sb1ylLwurCmfq?-c^BzS9Dfky;wG0R{2e*?{b5>ZNJ0G@XKTlil zEo$~`n*BC*GNae3$rXEge?ame$xK@X=18)`B6nEEFH+Kv7vG}Fj5+aAO7Yyq!1~ft zIFBl#IsPxG#D`}cSUy);51K+M$wEelxv%M6T=ciV~G2y4D_U2q>z9`)ZDYNcJsiwlU8b2&2W- zESzZ%n;Gw)rb?H}EYItqU4?0Lwn|C1Qmx~j_{MHZ^^A~-w&{2%X<=iVA@P(OLpP)d=p0z?9g2I zGD+L9R;T(y<9QwXNsTb`W6C~vU*$GANw%!~p%B0JP z`Gy2)Pc(J-*14k%xsPk9;(3RhiWhG-Vy?6H&R60`SQ-xVCXGq^?Ihc7;X7{QTefjw zHuEx{D|i1s2Mw*!r`I&|RcCK^3$)?1-DuQ`@^B&@$$q4?5%Do=6Sbx zudMaNV_QXR-7_$1GMK);`*%-MIvTmLgY49DwM|Hi`FF%;tL5^Dv+r=rc*VcS-_*{K z4UI~UMXDXIHF81O$>)-qs<5nYL-G8si?>R!+gXP-bQ9}IH$P%=-h8kUU{MDg+MTYpBz&7F^ zS%QVLObxNwHuBM9h@N-zzw|cokrtEai6~{3Y4e&@)=o{MV&qa-%Vb>3j?n!_+V$Yo zm(PdGWxhS0+UFZ7XJ|aEc{H>nDdrN=H}6EstfhF}u5BpnyJa%BVTvbJ1ZT?Pd8X6L z3v0F2$oIPycG|z*Ba&v>r-Ee^L<@@$B4g;(+WK3v+fhTBmL-ga=ae)S!fN0(<-=X{ zv*hTOABPUV$6v@)6>=NED`1T;)yJcyEMTeK!YOcj7XEK_>dKs zBw^L)LNsS(~%kaOqZN+WRa=J$Oa!OryU>CjL197^`AnOBEWDo+sYm3~UVXXD#!s%c_6x zH@>Rwj8OM9qdpEr!}5MD^xH^&9X%6<%cU4Df39mWTQP-LxodVM&wllV^3c<%JsO8m;8$77bSKRRn26Z3H13Y;nCuhKj~~) zlrl3eajI`+{10~NLlwGK(AL@mqHU@_@DUGujc8{{@s=rJeI!06y8y@2J-J)L`%5?Hzi`XPWDgs%({=1=QqUKHioqa>riV>iRtsNuB~FCRVs&r z*@pKdkiItxZ5{#tyzYs7|DH-eJE!^k0-d4E5Ea2w0e!-moqPtcJOt~8yIn_peB8jS zPDdRix4$d6I~r|pKGE^w z?D@SDvVxQ^PwY!lR8*(fu^2sOv4%=@N1KFiB`aKUJu!4P_+@8Dp1F1Lx!_;>x<_^7 z_4w*GDPu$(q?&dY2Q`ku;XaCpua4OB-e2+UK;XJ7V@?;jLL86dT0db0|y_++CJed!W*nSod8^8kD3jvRRc)rHXO_E7Tl?i#F;(>IcqW zUAioL<@!08FWy;>3rC%5RQlTq@rclxQW{=`S3IBO*zGWuXz`P9>9ZYYgC^}GK?u8! zxM8(}6=#JhTvDa4R*pTdb}A(cy=wjl+nJw>;?~-UnGOC5X|^JG4>ipeaXXKo4W-~` zj|y+qVc%pF#C5)k*i55bMU`waKK$3-E^HclaH|i&Tscs7o`xpVR9(iGMnIF6=UC`IAvV zR;Leq+@Fo6dni#82smJA3=>pyjDyBUA-I^^Av2KiM`CX{vLB1CF6mh?bWRR? z$qLFy?yGL-rUwk?ml+NM-h+IsW7wc9VQk|FgZ78`hHb3Q9tjw`+--cM}T;c-GR4f@SA1(r4^7yT1vuIaudYa|+;=9h>(^I^)tAtLO z<$YDG>?rdQ;H_8%SeE%E_UJM%aGOU_E7XPDP~t0UPgX2#W*hf1{RD9~nuq}~TF8J0 z;O>)`IiY#gT0ws0;kzM|^MM>p$7Lu*J1*f*^4?1S5zU1vcZnD^tB~EN8ov)sKXJk+ zR~@fzdkRclXFsCD&F(o%grX0=LwFvNA2ZI%BpYENyYpgIC<~)M7a6QZO~&^@h3@H% zgR%vFF!D16hE@K`tGTN*X)~D6`w$CkO~DV3hOkK6lgq4=k+KU_`pNf4eh2;G#iG05 z?YKJZ?Qva&Q&;Y=HH4IW9L4$-?0~?M5DsTrNoX5SPg@IzlLyEJir+@tJ1b*ch*PWM ze8?t&PM0{lU1{sze5+q$eEP||#PuxP!nClyUM8-j(?JRRekDrc0RsAHyUcFeP6M&r ztOw1@qq%Lng8dIEZ&qzsqOk*izDewgxU>5@VV6LoCXtZlL2enwsAmMbs|LUrZ!9nR zUKaZd#pE%rHD)}5XQ`D{oj^MMT>MsKBw^zduBvY{^aewEU4{T_G?(K9zzwHaA=;Q< zJS`zQEueKS{D*kmn=>Zw=>uxJ1gj&RPUzu}eu?z|S-jW=Yhmm`3=DauYrD@BWY3?L zeK=NPX-p_RU6DqqZVwS0YQKTTK45j>E#?-QzfQ`S;gX8rW@DEHubkk$ zD1Wjx71w#FFEyznQ0)Jm8}%QmjGC)aUN*4C~7I?v0sNORbuioouVC z9mv-)aT3)*(-V)hQ}bUhIzvia?>)qzunq&1aBe zJ?m#$-2`>yk@udA^eg!8dLhD>=g_FC2&+i(!*Y7jQn_ZtTvuFN7oKW*)hwAGA4Q)n zfdMgxbzGeKp9-0C*qG!Sp2e5y$DCk(#rPS=cS}01y_<^m&=wXgm8IRyc-P3ajO_I= z$bfg|m&o5qCM`G$85AFU{205~souv3%8lmxf`$>OaXvo|T~$^uhCkeSZR%(2oP*8_ z3|9Oz{e(3`)xLPBZ;&wYVd8JeR0W)xxG|#eCK`KS zc=@gNuEIx5nZF9Dp4GN8uGN$1kLXc_j$xd4{S5JqN}m4mutOH^ns#NLFV=pre|la9 zm3S>fp(nE8NwyCy$HLUrE`)YId9uID^?^z$B=@DRr0Mv4bXqELXAt>g!kC|q;+TZz ziMQ}jO8o2e=gT+(=8Z@2T9vhQIn!$?PWRZHHj=ojV!j)rKY`#1CN-wHL6f#ts-ng$k09c zO@EA~!?1-&lU8%9Pj%ah$9Rz?WQHPwGEeBKWKKFL>18G5g*P*?kVs0IVLx{9hucnq zWe6QoCb2?Y^Zng}<{cgoOve{*iQK@726XF*0Nwzw6~bok`*|L=Hf*&!+ES$CSvm$G z7bJZ~MNxF+kK2~yHRMc)Rsr)kafQ79o;|!>n)>?C7rQKx@7R++J-lWZ6+obH%-(Nk z;u7QRROV{D!c{VrD%9S;BZ*_9++rA#&wtN6TLovdNB`bSk8(b1ixe<1ed}!va;g}vUjcNSs|v2-YiMq&%(Kegow$i zeEYU5WYtD{Dt-= z>x0vDvErrAo%uQoL*_@Yln<>tl=zv)#q-Y{aSPPxgEl0mT-k{VkE#}bW~I$e3_Dao zC%1)+otwYx80cB&qU_e?hEpA`3eemL8UFTN(WXh&GO+$jD@HV>P=jIV)vqFMc;}0t z!~9+}TCcYPr4xYf$X`R}C@-xwaduJ-WxAmY*Mt)}f7G5XtRK#`1e( zaTm2E>oVtQw#7d&Gbx&KHmnwk@7#F_)I+gmHfVC-P)`?jdGwnY;B##j{j@@?73as-|6tlMKs;-FNNJgspz-97MrOPH{+p_}LYHs;p_nK1|9)vE?geK^ILi~wPR)Ml@M5{AUUqmb^Wq4q)&KrT*Y(74V7|2fRiPm}L6T>%cz*Te=|ltDa+XC~x-nKmJ1~{@1sj zir(rH|DZ{z#$!$UIJm=OyY6GQ*=X+$Ey==i;IpSlI-LbEt~JGf4vJ@@6my5n{h=Ps z#*^P1OADKIpHMuZFh6;Da6DL(O&Ov(Z-Td`OJ5FgV*R?EG%?*+ZOQtAFIUc)f7B4X z#Lg*E%HEY57=RxVKw<)m)Q)rab20C0Ey8CM4a1sgN60^d@5+X*+Vo%&XfE9$X~xh` zQ^m+UfAwXZ{4e;S-gmo`?|psV6}*2FinT5rnWWa<_`yo(3-=VxpI_Ye$CCgCBwA6V`BCWx;Dgu z>{SHjV13bnUf+6o*Q1D)SCpPtLNUXdZkSVDb@i$Y`q?j7vs`s(JcR|c`(17ahJ1|N z*A%Jd#-|4xv$}CoHU`BER$)f!Nz@K|7*SKzXKn99%}=q&bO_N-p<1diKf+8V$Z2y{ z^KV3ricgRlA3#?lh;6cV#bAa{%H>t7zO_Qz>zy%q2|7A#yH7--d8xXRy>0tUu4ruu z(%$B+)6cjH;f%g@v-Vd^Qbn98#Y=IBMmENMNy-E^_wNzRas zm^OKBcFA#rI8z#js_Bv@YE}xzP&0n!;1SQc8XeMDXfjO!*(J5CdAHE(O{e~a&Zm0W z^iSfUOyY@@T)Z{MVL~fOVe0 ztO~r^XTldqeMTEI5zCl*W?Ol|tnr;0A#tplq0|t*P^M{PWbtp#GsXjajVBf??HNWr2Af*i{z;iA4$bOtJxHJocz%J zj~1F5-RBRmsKj%!;wl~f8oD%-NZQ<@E>t|O^A(B zfLkYae(@SRa*eRPBDWQ`(iX9t*4XoW_2^rEnO*Tmb#x>XfKe&0z-}#X!%-7HW8XC{xB=%nz7y^m+Q(lnw)iZ9cBi0IZoB57C z75Q<96^17uF^(QzOXmP!LT7kKmAa92+OZ%@zw?g^;8)+CIXiJv3=J2yHN>=q``gpo z54-VOYNhx`^)H?153&sx|A4=1ExgZx71D5f{8WURWr2!QA!coIGuA%>LPKL;lJMD@ z4gHB?lVvr&|{G zVjBB8nfsPB8(S-BA4b|Ql5o}Cu`J!T;cf3FbDpI^>g!X9H>dqQ2kzAzxcW9NmIHvh z_HXLW58o9PN)%wBxC^M{W{1_QJ+{yF*RG~6X47T6GUQfueG>ASrjB&-LT#6goVir} zk+I5n?*wLDDqa}T_I6==S(6)5Z?(5=8-YGFQZz>4`^F@72w5iOQ>7&O^15-e#nHma zsHBDbzbDlvz6;BTxFMWQ1?oC|yC)p&b`k}P5@jxay{D(c%%PEUBVRYB1;_Zja;8}& zTM@*L2f0Hq^qWhg$||tpqE3|uH4m>n(Jwx1%~F;b^A}+6XXwi1$S`f4A9Pzs9~O&I zvxicHbMZ*4I18j0t6((VhF2yJvHu;R0Uhmek!^W^2VImtr4zSmYr89Kp9IL_e~;AL zPF`&EeM&&%X2o?i2{KRTUU!u6InWGaV2?aA&FkZ9RxSrCG}Fso*6FvF>p!?}mxcK< z%~r`h8<04+<2Ab9CP_rc42jGdUB6%2tDrysj+qtpM6h79cl~uT>X*bRupzJcgbj5) znsUc%LeSm<6UtDM)BbgN-A}l_!w6k3Eb8uT$Xi^~sCvm7cZ1_u_*<{OeK0U|CFuvM ziwn(Tl?@-N_RVFMTwccbHk9(=`dXoyPJL~Y=Ps7lOVr*=utidIBoeq9fvzSRIiYm-*OC&w%43mN(ocmsCsejZ_=h(?Ka)8(7T~tT9<9;BoIvU$z7E4Wf95>RkD|rGXyIA#WI!~(<}6g zV}oz>B0WNfY2WF|1oBWg>2CXACM>BH+T&SGz@u@yZ!_Z6rkFYG6C=7O2G&LM=2hg1 z?J78wtYCcau3lkuO}mDp&0`fohrOF;WMw8|#grw3%QJdEUt+}~`l+vw3O``|3mRpN zHqE^Ko)SYIR?B<4*GSVv{mFBkZ5syD&e;80KJ25!VR zctLw|2|+4BItTDhaT%QfT`LD7d*Wo$h(f8v7j?eQtxP4yZWVzGZ#e1FOx8Yhq>dTj zxJVOj%L5+EMpgzRIp!LI%T-A#k4p2DYu74)Z&tAxf>ytb&` z6WQGW^ZSJj+1XzriDk-u@cm*=T=OT%6edGmH8Ji%Gab>P$-N<$880GFSG zYw7{Ib11~|-#w3cD7McroXxE8hj^YWn6Uk{echX~*}dl+exs0o%!VVHPolZYx5m+P*TQtTvG?+JBi+jlyWve))VK4Sl2NVvtFVz_kzdc9gSbCwfdG8E%jJlC4^f>vG4^=LUcmc%4^eV(Rzw! z$k*X!mEB(m!kU4a@ViG&Sn41~?E-QvUcrcZs+qg95)^&@@_e^i1+~4O=7JL_fd>lge8bhK*c-BwAO%%c1>ytA^+K>p+mJjcti ztSuqfZw0DHEXyY!dB|_WDi>DonpuNtIwPq3xnAl7gimsM;~*f*ANZAarLrr3JwCeG zv!08`E5b!?fbFpep1gH+QA zKvu-~AGFCtF#2L=Y@0&o<)55J4cw5(rZNI&=WWJfX`R=^>G^*rZw9q7nf_^sHx(RI zJg!!|afrw?i9Owqp|H{aq0ocr(fvGRg{Z?*bQrL2-H8K+i7v?fF7cY8ytm-8`z*t)+g|Q+Y{!s4ZzQy-G=t{p0 zC{sH_+;qXvb=G9;6FwX5auYOc(t2d}cxQ>e3ffS@Xtna?>;-R+X>m;ucTBm?IBIz) zb9Z_dX-Kuc83B7qpR?6mo>zqBrFd4o(`L+G_osyVtmpiZM9;qc@s^-7F~R_LUP%uk zAt~P%o5$!No@n>ej!H5qasOfSX6ka*#Esna+UiTmFff-dbqYPE(8sSmBRa zBPveVXxKQcUG&Hgk8pv?>O`{kMVGw;S#Ut!t+%*3aId|~*<2aliPW)(3Ry@OQ6F|D zg{tIYkO%U{%@=K0;&~1)Tkl`Klc8Y8VnrOER5zF9>J)Ql>BNcq%@g+OIo8^aGl?~R zwrhRdm3fMo1X}g6jS!h+$-11<`$7eax>d}_)w5m<2?f(%`J0~Q!G@qW!joQ&>|FDY zv4BW2?>%)u2`49tD_>t#F%HKM^K-_=SpHWCnpY<+qnSA!!p4>ocoG|OQyoQeaVUj}f_G+*!wB1eXv5_4r8|~8ozEKebR1@j8WI3FE?*7XP~SAT zA6_bABR__&cOHg+SyPJdlyUH_;o__r^V=H(a#Rs4s&ilsTTc98Rp+5knT>Cax~>rs zh`T8Hg>DEp&i}A-GuH=>KpDFxR(CaF;R*A$f4|bl)58mmSSUgw@GZt2m_w=k8*k(l zQ~%bSz@O2Hl0frrv85t4-S4@i$;L->mKRp@S`i9DHoNJ$1GT~h5fXWnz2Xbj>R_Rz}mvXLhHm$pn920P{-~N+ z{yNeisV*3_XIl6Gsfz7QY8XIlF&$95*p_w>MYT3t=T{Q%~$R zbUM(uXlrccldLThnZEG4AI{h=krXL@IbHCVpB4dfaP^T?SmIZeD5pa=#AvEG5ij$z z(>@U4eYh}TC_Qbxp@*ljF?llIEd_A7+(`|>HPm64^F)d`4T19sKF!cnQE8ekAoE?- zX>6%D1IR}&%f8V|ppjW7)g8QGW2VK8&E{L$y!=@U{)3;9s_@Q-nW5edezHy-B7~R zE=Bh^Va9Uy3iaA&Be7o-icCG!AM@0^*pXG{^(8j8_j10zN<7pw^-zsR1#6n&B6&|+ zKiW2i>HLzi6H9#&UhNX8vTsXM+B5oZaR?8P5fj_Z8>L2795G}E06jmajW+My{l7%* zr~7zOdyN=4qWKBaeRmWgUAiZYCfOYMW9Hth&g*2MpUJykcX>6RoKTkVAYd1pQMMgvy_!nZg#fLJM^ zVn>!(iI&4|->OGn3m5N)54HRDeH2Ze`O3QJ{)5m(_SVlIlns$X87_>F5z8f7nBr*a zAEANPPXnocfC(&GI2B6??3~?1iF4O#4yXEuQOAl)Lrg+iqgWnI zgRUk!z)c*OE(vD3I<(IPznN&bC!DhKqA_*87=1mmRS2r1$bsasj-;sivrEb=EGr_+ zvQQ3Fh4b+pLY~-&PDq5&_cm*ClGCE~5>r4lU2-(t!w^wVl|o$@!@Qf~|G*4VjJFG->;!S;K;%q%dYj7FzseDB9@5gu-2>J%Sk*k;GzuIx&}k~h z!^KS{v|iDP%ls{toS!u&=Q11s>vAFO2OAsasaG>=8Of53I`2d*YMVZ7oRD?Q(gR@_7dcbE22 zL#DMVAAb@-#V0@QJ>w*yt1^jJ-r=7YacH1~SiA6P?|T&^M;5kF=U}wLx#0cQ6D4bQ zV(7dQjgcch2hIzaYH!G>IIpH!_l^Eer|cs_%;#1+?)jDv&GqmUi7 zI;&hK$n~JfEN__D6c+X8#PQPu^Fy^OM^Eq$p41RWB>yP~C_|ttSZ|^2IXYTR^1lDZ z`TEZZ#@-W+YOgSR0_ zZ{pdjj?@!b6V|A@QAwo(ngKNd4|=DL6KfOwv-vKuH0uKnbQe!*%)R{ieGY>4iF0BX z6m<+=DAdRZ-aGVi@h-hjs``AAbaH56zLKPAHea{imws~0u1Ty2(94xtEu@b7D#`0T zbo0U=%Pr;*K<5FG&5iCVP-*|6+$TNsksPfs@!&6aw$y5UUFd%F`V{v;Ba+Y;-8CyL zdqxpgDLMdu(WrcLh3e2apjYgPI5phI82$d8vL|4?{SQ{@f^Nd#^4Aq(xi)9=_$|{& zW`&Pgstv{a09!HFrE%nz*l8T*)#rE>sOnMSo6BoXcA1UHhxqF@#hj(#E;8zGUw!z% z+m*Ig#g+rf%^}gv31p6mp80rtO-U|;d`S{96|ZVvIP(qK)7Dh%t!i2fMb)qLxX8H9 z=7c!gyLtay)qadu6}F;2)cuF%AwpVc0lcaLh^1DZ(L4Xqo|y9nnxW2R3uT-h?TIVf zhAPeO?&!Ef)h6#xO%ce;Ym;l0tr9~&vQnX{JmYvY34V*< zb2R^C1xXr?{KfqBW$2G2AJ}v>+s%SrNW9gy?<)IO2)Zx#k8bAKHT4ZoW&8ViCqBqM zzr)(U=AV?|ZT{kW@ELw$piNjScb98-lAp~`gbB0!!{z*Az4N5<_+(S0Z0$URkV{8-cR?Z+6_F}9=EBmxA81fms>Rw&@R;GS!i3kbiZ^P zq$k0r6bKvD4_NK^(Pq`=-0uDi+Vd#!*yjfrF;CRHX1>cC!FK|5X*Y+K5Rk)&36;U4 z$CN{_X=~0Myu9&ns9jyY2D^M>k1ZVwG?j3DD=ioyG$vaAL+5m_en3MH7(%7&`|z!| zt0vk@%&>hd`k;0Ixt_|%0Q5=J1THB0Wh3}21u1eN}whjIvw*Sv$XYq^i z_Bc@$1}x03Icy@-bDS&`F$65Z&<(8MT?g(LJ7jnEB-&hg`YV{|US@GC(+c-jy9kF% zrXoKHROy(#>AG_|yk2a|9<*(Av}-qzpEEyD$GZQ4+pcToN>DlqDOG-JL?{J>^}H5GhN7 zV3%VMR!$4uad83JAE^!Id8b>*0_T7M+w!mk2;l%W z=M8*S8-{}Nx~qdWVpsUT6e%Arb>R417cFUkrSa!W!>wvFZ!=muItI;e&t9L!yl|Z< z_Dd6vCrlleLtmND2s3^^MEv#!_9bPlz@Ji53a^(OupXH0`&vTR$ZH_DU|2;0n5fV_ znDM1LNFc2Q^5xlFNj~cagj8~`pbH6}Z>iNXCb{btAurhHzS-L}M`PE?dAasi^P}XF z3G&yJ0zVcu^LFyRv}0we8>=Nrjy=}~aPQOE{|{f^9nE(C{(blEuHr7OJ*q9*5^ieL zik8->*715B;g(|UHp;oFj+Dd3hY;m`U5vx%Nv0Agl46(=a(eLl~oac|{ zd`}$5$?=CA*XMd)@7MJj_ZlZLZxjTnTC~o*zI|sEh-nDTPLHAZZnC11s=Y3RTGAHb zRGV!q)4L;sN`W!i+ z!NHWo^N#G+mxCpPX#&R^-4W13|ROD-@fVi#4CPTNsrTqQTB=<`T zB(10$yl9iSg32DGCw?OM{jBxR@TDmj$p03{u}YC?Us5xm!|d3V+nz2h9oQY9cFi0U z6)d&^->c#bu8CJUz=Nvtwu#(EcG|T&$^P+WVXuoV!IH5}aLjts87w$~VqpxqX;H^O z4Y>}p**@{AB)v>er@GRaue}`1k{dxl;i9YLxr?&zjjE#;_2G4kOX--u(hJsgqojrj z;r}#>cOw~P!;pWlgVY5`79DA4vq>vKbqiICOlL$;sshTOZAFe~ZAnD5vQoQ7@Lcz> z2=4wvXnLN~04d*et>}qLoR-4E@;EQj=!;Y|nfIs8q;s`5To2ibhBfqh;|!AMm{N-Z z%U6@w)V@Bdx|>4*RbR&_6u1jO6PkC#^okG-Ff%_>WyGp-bmv6UlyjNYha&V{^k}ZW z_bjkYx&S1fu6bGO#4o5~xmsfg4zofGY7CzwQcezKk7v#<%(~tCiSVXU-a_^sir=h5 zO6%S2qR8mq1OU))yk!rW1damK#vU};lMif<=)(88tL>}mK{FUZjJ;K?O-5X< z7$pu<`S~9#AG&5__V0ViL90(EqgQP>=|1H8H1G*Mn}%HZCM*0REYCl3vB!!cBA~ID zcxYHtEebvJ)Lt1bnxT74jZc|c_73A_PF)^gvmwX*kE)>R*0z7X`&Z~+-2PW5;~9zN z)46VeuaxV0RyCZJOlG3uC7)>09QoAKA2UZ@I+0V?*tbRWOv{?cu|D=_6@ieB(0%M< zlahE35j71xiM4O+I5Hf)5~F#~u5bZ@oH^&ae7pjMamvRiay0oDQgE?G^foubAG zf@|XErDXNSr0!Azvkz;lY_$HQn=*Ot$SlpOZ8Hf!J_`vQ+Cy@*qM8=eH|$7Hb?3d$ zOgws>v{9&443sm;#z&a5kL02_2B$}VfUKi8a0y4((bR_c*Ja7}qPLVHnd_H}+z6q` zKgZNgoMIgyR8SD;(7{ipmGOn}8y3bsypyFn^7QvT?|aJ7!5m3p4QD40-l-69t{_qC zV&@|Cqn%d`F22W2BLL#mZ+nF{>ns=}{+_(3%HNabpb>UO1~JuRkpWx}0|hq9s`gNB z=0z2y`+Jv3rEN!v!SHjx`}Y50;v2(qRaF2c8kx?{rRPnd??Gcnlq)3 z9zMt|e~e2N>y+K8v$Li{8@Xkl6J8*6 zp5YwbZj*-M)n#+^>7gUpXmr#5zB%PisEz^*-kQZi$*f&I1E|603$dCZUhU72RzGVl7dU4~?@Ha*e?Kr3yt&+6ep$&EnEE?E0`0hY_1n2X$&OAL1yJ|uMMPYzm7*}ES_8CdAP zBQouhw%w;K#F>#vELAKFlh0V}(zd3tWhmE5FANOhuxFZpYb4%j6zY^?dn7#P>WE|r z2*8v9r{Z*X%0nNHIMczMP&Y^+u|J&9c$W~;5Rivk%{z-r{opc8`~IX@nG`J69|CPM z?+PFxyJD^*1n(1&iwnWx2!8uby>?csr<-!v%TD}5>m&|3N4jKymm{r!a&1<9-@@hE zO!`#+(*m#(+(}8n7lL2o!p$UM>22l4X?C)6^R`)y1b-Mis=V5E;~~%~v1i&L7O<=@ zj8bY4dSS;4I|#{g+UP1!B=R0c53JvaVj&xo)9q!Vmv!ekH4!bLFQi$Y;D}~T!0s5O zEFCZuNp0WTSON`^b>q^3y`MgS_v({PviI*Q->GRvjQwW5X4wrhc?V$@zqnV`fKF&v z#8Xe|SsdHViC0yE4B1+3tv$zB?(aEdMD$gccJgL6(CRl8o@wkyCcmc6{NgLflUq`l zCtkNSJ<_A2t-E$$=8%eFx@#zRTt)kjMbVq%vBB)^*!H>v4OK&Dd;*Cr-04m@A9La? zHHJD=0se;vJq+x;0LcseH1{sgV7T`#_KgVl`oE5&HuP9kw8+i7y!~$0g|c2w6{NT~ zWPt-IKQ0|GUYj`eZXvdl3UyCcM}HWiENV@p_f{QAk-H~jV{G=?XAO|x*4z^xrv?pd zjRrpGI?`u`do)5WFBk3h_w%#6j+;LSqiZF`^D+4fx4O;ty4n&swzHkiHhNY(9}UKg z>ftp$b$i>RWduDSB(<@*e@thP_c$VZ}U#i2Xc3uIptr7b1W$d zYFBMv8ySYQoz(TCgZudl?<;RU!N1~7bU%h*;K4K! zS z2LI>hp=KM4|T;ziWG$c@9h zR!g1~b`{bP+6s+4iaG;q4_#0l(wjBN%E_wEO~B2;XegX1dfaHKKsjOjO>2Ei6|gi= z>WD-acn@h&q~E&gbC=B2@5fI_4-5^tjTpdFu7}#u+VITU3CHXTKvr9`82YeDPO`P6 zfItQejpCF|L5Y}_i_S3g_l|WWg0)dN?^r5M*?7Ik&GH@-=&B)dfsZWxmbm3CvpDC- zQIZRLCd}YF9p_~ThgRsT?ymG;?1^?tx)&N&jTGy*78aJZ7y(nJL^HHKx=}o&0V&szKpBpq&V)su zZ_h8KDRHXEcOW68rN^6D&2AxyKgYI&Gw@_sV1|f8GmU5x{t4w@i0#}V$TJ~czA_$u zD8Cwh_@3zu9I{^Cb7)XXq}mwg!odNe0O=A9Oe?@#*``CaqpO#|2B$eTl9Cj_9o&Dm z^&=btk}_qQwh2Jljz!zj)z;!ZigM_sm{Y~YzBORz&=^_cf9!C=40=r z1cfuorAH3J&Zz6X>^TiRd}=+U%|Z?6I(AtVlx44MsL0{9x6=x$v%-f;vd042e#~a* zcWXEnUTUss+010V`2IZSU_wU0)S<$%GOgChrSAg+me+=B{+f*kEy4yn6Ti4yF^(sv z3^a*N-@J$aQMw>5tsm$AE@TayGF~l8`6TI%B9po)R(>@Lz}6%pigprJTWqs%@Zzxd zmCNw{g85e-DI*!N7q^d_S?a>+uX@r-;w~u(<^=rhCvLRlb)?X5J)W2v@3nywE8j@f zoRl}e#k8kTF9IT#=g}$gB2h5&h#(9jbRQ(#+B}?**hJh08Ok>vq{v%V3a4!n;^eC| zjozhC%A5GoQC}4EjaUDjG&@sITL!RZAwWDJtZn}Wv#r^_r9vO8o>$|O-)ao2{NN4X z5|QenmHI`!4;^RwS`+MKhK)0CObGntZzGhFAip)Qyj^jkK{>9WV+qWFp=UGaB@iwz z+Z}3u21=KUpL_VNLz}rq=DRs%{Bw^fP&Olg$o%GO*uJtzk;iX;=;NQ8?;6R+g`eGY zde5-#7xamw9LYRLbam1SF}*s`QsVGXXIIgY68y4jEB9_+<*m)8xOKTO)z{Iz2u|e$ zE)oL%_wx^dyp+>^A|C^lrKdCMP|lO8n=nTfSKq8cxELo|bb+Ez4|ca0h6hxXG;8jo zm$5P*xjwQ=aO8NhB|IfCbWYQDC&yTCW$JceHle~(KeJcoOuN`$5XB#hEsM<%C9ISG zH?D8HvsyYcL|L|jhOW|{@Olm~&qfX?AH~c$Sky!C-7{8x@onm~e7Gw7s}D4NKAgKI zspbG%2ds$3CqZxhyZ4x<&c#8J2DH8UgrI;tsQ(NH|8X1y2pzn@&i~eWk9`C-9!^7l ztfG<~vvt(1mB1hjsFNXSr(_f75H;R@`(x_oB}e|*KZxTFOKT4T))+x&$|=fjcB)=1;ebcC!W0iUTc;8I<2HuodyYL zfzpN5$G%9tORpZ%C5L4k9Ij1js*!E*K%pH*R2E+B@s?5Ks1~8)}wSanG9}r^)5)So_iWsZMex!>`}}$ zRTHc?s2wD2K7TjC-)eA`qMxfX5rLR}&dMsgU8cwU>cnzhqz7^xtF4ucK?@if!@ILF z@t)=92{BMyCKT`rnS;*Snk{$w8Wf#Yrja9n0QyNq`AL_o2 z8ierf=CvFp7A`EQan9L8>I1*}r}sbsXVtg<8~_Xcp!vVIFo1#DRi5{K z``|CJ{SE3|uj@|FuEaf&6e`~G$|kG6fxJ4^>A+5v^ORCaKr{HpzX^rU?REtKCfz`M z_ow|AWFL7d{%{P2@-rWPOExiK+7De4$4Cqf@PsSFURm{9`d{jf&ROD>u zhF(5K`z0BFBBs$BW`8ErE2HR~e@>WG>3MtejV(tBT@vjbWz7>b0N9tkQGG-cJFTAi zyj+o(?Mh`Z@0$Kn5=jx0F3BF>O@H;m-;!{zKd#Y78?6HPS!7H~alK$V-tfTu%w6=M zGMg6-ZL{k0a%#VXyGRXe+W|SNm-pO6xBL|y_n@gx=9=&A;flLQRkDHh_O$H758-xd z)lq4BAb6k41^e2(S-eUD^&!kr;t9|>9>|!KUH}MhB!k7&%&fmBe!A#yrS)S;ju=<) z>10&d$ji#Z@Pn#dB(~hmsV%dUJ3)A)jix;lz0H`E2WU9}&3?hU3&yK3=b zvNDv*?l^ocDU4whXDx0@R?}{(K9VKm62~7_suy6eU70cxn}ok}DhQNkj#W?RRwz>@ zW5zqujDt*lRaqE~P-hm_yn4mL1FpDQ$7BL&xgYZK;zqR_0BlW|{Qk+P&f*gLgA-Dc0QF?(>+MA^=z&~suE0*+jLt=EF@?j-}Iw?NyFH$^o0VLA6d;x#cUwV_B)fQo?Gc9)?18)``fqtIOXM44% z|A=PW&KM+AGF_qASK$5U%P@H-uqFIHUmK*C5a?JGn ze$LT2F*V1d>e&!+E8G*}(PMr)ulDF*Cg<^WWG#9`X`B!K2Y>r4_~vMAzfjDUgtdKG z*B1lq`qQ-7XHBCbwSkpVz{4e!)d#hr#`c+-D7Om|qsye*bS1U%W{lkyfCcDY0f+Dv;f8CuY`OX zFHCDdYkB?CP4^B->7QTzPO9y$_9rzI%%k<>7p~X!Mo+1`fzWM_*uQjBJ0iG+hnSZ~ zX{zC1^WxdRv(C|Cc|3_!>#BqfrKtdy2q86yLef>BJb5`_+hVCsl ziL07^LLqocK#RotQd_uWGSn5P`(xG>cgey<-(P|)Hp@532TZQL9O8OG5{6zb!Z1VY z4#@%iktd>^@4WH4^Df%>Xy1KerR7AlZ1ju+N6CcB$-9q3rUzr~y>qxQ!PxQi$C;&s zQ0CmL*m_9k3wQz!oKkjb7i&2BgA>G%`RJ*_^xcPminV8#l3#E2>vndhG~o;+F1}C6 zpO^6w44^<|th>v(e5Sa3zy$GX@5O}q-jMkBSc4iDYE{ZC-Mcvd%_YyYv~>sSuM16% zO1sztKxvkV07)AK`!W5Rd#g1H7x09^{J$(7d1+&>-)VpUe^l$r0ZqV*fIaSzy@dMc z6JXaLt0IzmA7%Vak^q zHWT>y53~9~jItB$^e@}Reub*F>WonN8wp3kvC9f0YslI-bJmU9bi9bSH}41b0x)}E z*vn%;ra5+W>8s7C^rtL~et^h)4cCN-E6=JCRBumo$ermYLGgkz_=zWZkxNfH=p&ilGa7xeGo8KE{2$4xZ$E~_TQI#9iJ2|NKD#W_W8N>F1 z_UjD#cT}X$5(ajEk_8|2jPpC)Jq8QlR>k;bJdEdIiocYM2~0Qx1C}>x|4e4v_j*?!ftAR4vyDCi=L`7944VhGA;=RNB zVg{TVFGlAn614CpVQbvMUuwBB?l#lD4by7xd=a841jO?ZEIhTx(cvfZK3lDo@qJ6% zFOED>q9O5_8T4G=kt2;&K=Rub8iTD{*3H;k>^9cS7%rfO=Gc{;Io;#?TwK= zG~zO7^t-me=5Y|<97$@`U5OD5pShH{9?&*$YpTZcgs{pvH|3JHcG6S1*o89omAJ>F z3pPg^m8&k3JJ;bO*Do~?wN6flNIg=$GS2DL-ZfYd4X$;)z+gaqJ)b=bnw* zzy}1ZjSE#T(NlBANh_xteahLx5;b02Vur&Qhmzb;!tEtT$hb`Cm){LAiWifnQ!?9svVi3`9GVI3QHc0r` zuAHe$p(Q)u*QT@~=y!F(d_cNB~SVKV6BH@@2W$olY3_zc_Q8S#`l;^oq~dix#F zCiAN+2grQBQE=kQZ~9sA6Dp;9QQ8@Bj~Dol4;N*xRITNu(uMKrfdi~6ntpS8J!Rr3%^IP*`#rFWtD7tc7Jhz7!Ij#mpnK{B~x0DiIXe{1a z9OIY`6=3saWOz9?sdm#&gl!S7%gahFqC>9aCNWD6b$NJAl3T-??&hk*_sJW@J2NjU z7#ubZw1!b*-Xt(?&4RO#s|SgOcDmN~)3c%*gDeMtln`TDwETcPb3mrNzsDhT#b+0> zzR+jN=H-lPWG}#{^~)k2+IY9yzvlfad`4ah`A}Ri^(x)q9_GyLr3dlt1)BNhk}8LE zR-4-7)oVI0^|Mb5a!ITiYkCW94k zT&IH$7TY|iVHH-nYmDk*XO=0%eeB@K_|3!Slf^_a5j@AoQ`sL)kD4pb{J z?gC6-en1Mc0X#U`zkNIZX9K}14@T`vultaH3Zhqbt<+e?nTFNugEg^(OMY&0-=5Hw zmH0gVyy@_*^*>9Wg?L;zgn8;B`5D9C?K6Y^oQz*zv@%h{W0EJK(^;x24?Ht|^1iyK zzpR{ugqdHuqH*H|GucGqi__GRKhG#}^WOU0vbs4sGJ;X?qXt$oQjMUrLdQosm13#e zJ?c_kZbqY~5@*x!U~~&4}V}$+*UE>KwPw6OFS@7qzBrZTPYr*EEaxo7HZzUk}_TOPPCSd87XJ>RTLO zj;zi2Mf;PwS@spS%y_Ryz_$2BWx1MeJ_B``(|e)VTS^g~lNT#vT}aN#gnS zNva5Pd$FgO#(7gl?H=S{&wDIop8ejEY{W$c3bm#)7aKDpmkHRc^ zhOfBxfx}c)tRSN1dwh31V3AJQb1B5_9sB@Ci8e{*>GfNOu=QQ(&Kzc0ym0V??a z|6uz2-NfYd`9G|d+nuMVppDAO$KwWfQP9YtiSqDO*VGAOFn%(wQx9;&Mx9^aze^?3?w^+H#Wl=yVu6?HmfMZyup3C%NfR@qKK)bVe%jaBQtG}B8UAdEbZk6 ziAel(bpeejTH%oBZ2c|$;&R9N5@poSMf&=?Tg9R6-Bx7>-K^haQv$EzI*Zr3YG$h# zYd8HpXlp(Vvito*xPfwPm)6M-fXw#$P%Wf}tuK390bXzSQaLt7748hHmI_466zGEy zrY9?vYH$v-6+*fEzCGCE-hHoe-hi8Wup2F%Mcj0rFx~OTT)Yt#!-H6HuKJ?((_PP? zXLE#%wwt(_6F+_6HhJIlNS@;JjMH@;iJI9r7G|&f)80aL-M?lngxfhXo9V z+@8<6R>F8uhC>paN4lk`YaZl+?|;bojr$&=TmSgU7r8Jh&<7?WCH1HMW z`d|yi3O4gO2*9mX?o&4v1QGCm6DMAA&dk*)XOu<*c!&jfn;z1fjQ>8aX9-6rrw@J@ zcP_g+o87`8fG_Yq_$wCnN|z{G5nP4Y7c9?m)@1r=M2cA7FyI|vlM>C%@&Ywoj3z&! zX#LYy%ggTG>v4$RE>^Yw<9#K#hc^Lk#e1@TXC+mjTys=Zujmm3@*??abLpc;G>6h` z5^}RNFj=lLfn?Dsz!dx_bHi82uMwD50# zs6Jnxt5mL|+sr7w_BeDCZX0|p;MfgOh^{a%`-(@Tqpx14kf^Nc7+){EI|Z8J73X9U zrTon10gUzhxF?9;FXw$>f*R$#XmKfI`F&zLl%hw!_hUSjk6L07$xihhW)G9bV@`G3 zzcFrTXsQQbsZ$)2{JTes#Pp2Wx7A(Ur5l(w=Z`m4x#y(*(oFh*F^cJr$hj^BH--qx z>=6fRNh2v*1@e!_{ULp5kIVV|+(+HEEr6z>i?mHk7gqKzPJC3v6r0Lm5dx)D@;QFH z4?JsIb)2GtcM*b`vvTynZ+G0a6Oaw<>EwrwZ}*n2d!nXG>7g4lw7_VC535>IRtk!FMn zeO;Vk_<`?2?3l&03PtSfy z#K4GZ=HAYJ?SQYE1XBthY&o_Lgfpq4NLCiwcbeEPANq7~E0a|=VOL!C?rSFqJ(m*t zDVK=Hw{kvzA5_BtCPC{l?mHPP>rheaLd9WH17z3CB7Nl~^u3ppApQUkG_x${^Jo0r|Ut;>uoq=+v{q8IF0q>nWVb@*2BqEi-2vwPJo&8lT$-Kr;RqB-;&QZ1A7>R=$*~_cDv-#P_$!0sd5AJ@ajnN zC?<|YoYzLo{ea%0%x6e#K1xT=a8W6dHSL7~b)E)Ip*Bc+AJ-yCLzbrXlz1TpFc&?O zLk9eN>TrksAqh~dqhM2SI1wvqzZ(<`$9#L*1kXyXKH!Lo(U~_6ZP)eiQ$t~3sh*Yl z$@8Vg`qD#(Dr-9oB8i({0#+MK5-|8HpF9u$a&)0qD5~EaaLI3X$88t1<5T7)@n?zC*cXUC4_JWb=r`$E31PJ#HQ$UN64ASI-o&X&YwN zhzI(qq$UJ(#qr^QRH!DuzH7i6=gPh%O&v!O4pJ#n zvo4yG`SG@sOx-+Q<-fL4YR#zD^1#@XDF1N2$OQRWO=+hktx&0yK-0Xk4E=bxF_pKT zc%R{W$gg8$36o>{0wUY(8^}SYhn??U;pu_E?Z|Jm1H%#(DJ%{4I|fhRJ(F44#R{z` z3Y=QnC_^?s#K$2g*9)FwLWd)hRxWlHGwr=Di4TFh-{N&XCxKy2eJl@9JjN0h(E^du+}4nB6Oa1nCu ziDHU*JUN=dKArweV!9jtyevgQn>k+NO5FUb-j`@tb~rU9kSk z_fC|tE7Uiox;R&7^rcGbUVL5s#-eur^(xhN1Kh9A{1V;os3w@QULj}bE#6uzl|Uf9 zl5Kj;O6}}LjBT5RVTkaCOk#Vx+-57py@Ok=rJ7r*N)1M=mTMw`o7F;1)dDH_L*Cu? zNPxp*_z;OmAzajC} zCE&5zg{k0dRlh-iBJ>e&$Xq5;a5>V^Zq|&sYNm__^E|mKvCh2W6|(K}z4mU>sI7=3 zLpv3+otKoZa%iv4e0~Gsz=~$Cv^aa}SWtrKhW*}P2jGqY8pvwp|I*>it^!sH3Kub) zj4%P1|B#-|emcT&X=u52Q6|jSwJ@b#w_|#H{A&TPgtRbw2#yMNY}yJ9+12p>(_I<} zusTSm)!JyxCyNR4g(!EwlChH-t`(qA2tzd%d>;~MT`*N!AoDfbLjrcan+Y@(~)k)U{BPW4Tc~^viv!bD$Ax;7JQxvpc`1brit~xDc9E7 z2~hWTG>LC?yTp4qGlY2G_59o?g{9uPMaxVwq;F7Yi)Q@y_sM@lEAlHM-dcf6Td=d6ro((L)0oE`!VffDtTx&eB zWaH}|h@zFeCm7+Mp^A>?+9I=DU$*q7Lb|m^9Fyb|pbECJ1Z;|IU;t6vO&x#hTohn7 z7^Bm-b^xzBED(;zsQv@n4@fvB+I^JRnj~Js68oDj()3@-DX~f3d$(7X1d?cJ;-q9W zkjhb`;vuSx>a}Ip%sY=h_K%~8D9fiD*@%Y)-FXJV6}pYuS?+X?MV1F6s4w5_<|a0K zuo@(0a9zbg`_70Ag#hch9+9?B-?Xy+8DDG(t8a3+pa5EIFibet{h~7a?ED+wXE^?U z`Vidf9#;B`*AKfLwl;(C9g|ZdrnEebC`nKiS(~;BJ975=JDc;)EHfiN#}$Nl2j%E} zZMx`t5IWWsUZ3}7SC1>DxcTDyS+$iXXjC?$HZ;|sOm&l+m-5Q+$Yi?v*QOa;uyMNU zM5CyKnK4rcA=epQTtlsj!NA^Q+jF2gQ7urJV*QS%njN{{_G3@mmj_)}4tp=LdXBb3 zRK#W7=N%pPFc4IXD4l@7@vs#LuIeZ@@9pSc)kAmXiurhI#0Uq*?j!dY%I(s8<2yqv zG^P;vFOonx4sZNb5atL0Q-tYD8LQYb3cF5a<*+r zq5o9K*f`$7-{0Rs^R>N=L{9X-5W^DYzRM(py2`MAof`f_xvz+yUrWdgBj#H}&6ZkV zrm}OJf(Y0{Q%6uXP*AtK3Xtwg1BW7z>(mF#W#~P??diroj3i#*#Im2I%w7{4N4+`x ztG~6rC%vlfkJ%q*Y{JZ~mrml&fM$!RPR|L&`f5#-+!*MAU0mPRtiq|eW+5S3`C8>-FA|soY>fOs;VG4vypE}l8CRZi#xk%CV z;@vqr<+QlofF7YhHNF7X7@%ZsVw!I_sE{G7g+^((Xv2$Z_^TZT*2e4DZP%!e-|bu3 zG9Iltk&8!*dbP&*3Sy)beE=ZhTJlN9t=;^5f8^t`8XHVm3h%T9j_!RsYDQ}v2+om@ z6>!m5LO`eMh42vB(QOmqSwOuiTGy5l=Mc}5co?^YT@*mBU|HSp(Ux&A}D8HO`sRh?`QeY|md zkj?(&)|vGXf0&JE~V;(Gy0!^i%c16-Vj?_t=PK_xm$;(`C2xeJ8ZEuO~5l zF-e}F^q#`G4oP?zqZ!@U;f~V|BF22ffH6vx`*BgD3t>VCZFqG(kT8kXPvA97J6zi+ zx;uB7e90nx856F4{=mQL z8HxS&k5kbk!J|G8(@PhH*9Rqi=z&W3K3Hqc_(DmqO3KW&-j9j zjfF>h-kz0^PD%746*GdSuTxs{8-+_BoY@sPI+plTGSI4d;^??$?4y*YYUfUa-0WE(C8mrYv}N%jN}{+Y(R;I%4gV@S6Bm?wKF3i6%4Q#NrJWzEqmax+rZ zUf3ArBdSx;VE>{0m46ptFQw=&m|K{NYwN0$0=+aBiB5JmES(s=RaoY2QW>c}by&I1 ziG!nRHl?ZQS`7h|Odplh!m18yi?iS_vu2y8&mt;(++@?|J($tTlG;|fQWno1WVVm6 zD>chiYyykv`Yz+UAT&g}c)RF?Gc(b?XIeg2aGkVb&Q1$D_xqe&AF;A$v|XP| zGdw>5>*#=B7BmP;Y_*8D7wZ>z$EX7T&fZ2?j;V$?=1z5Q)qMY~A_$iLlF(hYWGk*K z0Z^&_vw1?^-#Y*?byxQ+(fqtv|9SU!8Y04Y^xlR4HpiO-e!^u#f3b#+g!sQj$TR@y zF;hkrjM=q@&^l%8+QvWj^QP?_i_mWcedAYl@=;>>dADrbIO$zHD(U$LwBiBr zg7KRy@&1rn?(mDMkLTJUliD;3E#|9R_1dNo7EA^&)t;T~mZOH}PsZDiOs;!BBWx|z zL7U{n6>TmdSwKoWeAeS@XXAIpIu+(zGMsC3Yq4UiVBHAVvT1lklunz+7j8KYb=rod z$V}<0RPt#QKZEcPoS}`4^ftlrR0@i%?QKCQ8|}9%INOGxx<-+ACgO?18uLgiNgrJt zzI>xXPhjdFKL_FV{ea|@UV3dhH*GO%Ro2PdJ{@f3H{N7AV||ozMKYDq)>1MLyQ_3H zzW>@rrduqTSo7F-!Bu(spzJFN%I#}20+Ly^7%!)cTt#p zPle4xmvcI^V~;9!KUhs?c^fpPChn9`MW(;P$Ah-d<$fV(ihu;!@eVH0&1l+pxpI(K zIvdcHK&01wb3)@1uqDwi-uioiDf$+_*{B&{)zgxI3S|lSL$3nk6^(IX=`aB0OX?op zWAr(1`*T8n_22T@`BNjw^@`u=;6u+8?&N)rH@`&Ze?7tmW|C^vOx0{LwT$ckXqE&x zHISoid%NbDkL3>w`Q_wGEChKRNIkhNy-3Zw%IVKK+Gnl1AD83EPiUn3`vz1dQdtqap$9$%^W0rJ}zoFK1YE z3KcP|1M8esvkN z98FFOey+h_~ zQVe7l99*@H14U>~(&9}BETo8X=Xammg%v~;NoM77Pjt){-kyPU!Tls>-5x^$6b(^{ zDYcpYeUQ*&i1B60DTHMy?R;!+)wrI3S=ejVzTJU>xY&7G8%JLYZ~q1zfx!RCK+Xk3 zIO|=Bri~_I=Qw9^22W+egds)064`LRlu(&|D;i zarjvA1LN1eCaDVCc?IE5eE8(L^8>k;qC~Y-CBI3*#_@2$+S3fXAxlptaQle<-~o=$ksBNg@ugYiCHc$E#ic;cfR8govg z7{)iGwoVe+h#3(fx{9seDzq8%QMKBXIqw+!bL1szANyiKCzI=XmR{V0UAbanah6v0 zLR{Eu^QRxJWN-_m8AR)mkC{ap1UHsOZecg@)MOfd+nuX zp}@d8p!x{BONY!X@J`{8T^)3-k+8qLrm_f=(~(;>z{PkRP$?`bPrQoZX16SNv(p&3 z?u}rxKw2+Mt?IV(0|r~z{q_-nqdIEa&pRPuNGaKzGu4!JX&R|E3G7Pwsf0P737DWt ze$dYPMkBm7>1C>^-u|ARMxhj$5CnMGzMR8{NC+s;Xrj_>3K9Ab+y~(r)2pdqW#hwg zhTQbAE#!AXl2YQocYp^AiL2|hD9DN;XwV1#RII;WJHPQ44|1zr-8mT1b2UBSPM|{B za&l~c-i6|EKgS9ATyq`B4hTE`Yo-(Cu}3FJ0q#Tgiogy8yKe(IRXMr03^{GE_nkeT zlIsp2Jb5UHn@URPahMy8x{~PC1jZ{y886)%VO7|Kw$!X4 zY2!l@>DnbCLz4kAHxyUUwKZ>aB`IxTARuBQz!`djGRo91`Lu6$%+=l~dy9?Y`0ETI zh8zdNEJvzEAG%DnZFjw6dVRWX_$k$a>>vG%T>WI>a(Bbe(hQCM_DDgL%u?1n&Ca1j z*5^#tc<+1EU(V~Reg7~EQqa{Mj(W+@X(#xdRKPAES&IW;QluNOfXxkJ^5 zHD8((44-FotU~&a%%%x_>Nojr&>48P`!Mfp>LrFiZ4Uq>$dtsH1({^!B;# z6#MY8$q28F^!qmb_DXLqT|~|ORS3Oku1yq~H`^Y7K>6jG%=|#-+wVI;T-Zg9TaKl* zdHFbK6;s7%wAL&OoGZ_!GwM2K{f!2`PJ!OKqIfcnGDXz;vdA~}d~2+seD zg!(2TwnpM50~*+sqy4>4$jR0xC0y3dM4gH%P<1DixG5*I5W)g=QRQ~2QT}pQ@@3DE zEB>v2JbkPEx};3O`%5ai-#-!IqYw&%U}_M}zR~>Rb%5Q*JJbx1vN7gt@ZtLI%!h{M zCnjwt?CVmNh{61I*1FOG9$@ct?vHUs4*5+>LPC=Oh1lvmeOjq>K27)`f$!*Txar!A z-tar)4`7cZR)g|6?v9KSqqNt>z8`xc1(3N-PNMnL)mGjfted=L>;%6j4#n{KW)__x zkH3>;Dc}x`^86?kZid{e-Z1^r@NPf=Ha%|aXW?LhnJW!Ohg#r38Y)h#2a`uCe>D^* zIJK2BUi1Fxd7@vCm5Pda(?kJ_jQVCUC=4I)nhjEhb)2_q%{@4mu3cK^|25j|9IaMk!9`EntbFuF@tpqei znh&g%!*DDVmu=IcNh1k8@8IE`B_Cso+nmgn+UiRN*ZAV3V+g^}p5Qnu)y^gF$6H?t z^_gHgM-R7R0qbC}u{?tEH3#XYy?=O)KMzg&6VtD@*LMI46BCFAjNjue5#v}J{To0m zmA*6(7H9<=Id1nW$8S7O3WEa~D8#XfJ%id85NGF)d3kwj&VY_*F-@+Pu&L{+`Iit^h7VFCR{6#8Y278JGVY}q*T=i-x@@R1% z5Hx!W{h}SHz*y~M+Ej^KRxcg-+TX0n$27R^X`6af1ZL6};6C{Dd{?-8%bP?Nu0Pi7 zwBo6y*5H$gpL=u`nwyC3bEk^z9NMlCOst{qKz0yC!S!ayMbI{2gcMzSXOYKeQFAWr z`v9K76Zshh`UeWSvN!+BCp9K{eN0Dp(#c7Yg|2w{out|wEFK|WGAWBxkny#4PEy|f zu<(X%q%FO)?A)s4u-P*yMNinNgYSEls!vzd(r*Hg|!P4?u;hHHoj zGRn>>AeyRTvVCss8mroqK%-+)07=-#v~J*!5DK@dE$GV21!?4Ij!?2{dd zMYPfJkK0NFC8@c&P$E|Y?^Hr=nm4fO4x}XKBCJ*5Y8T^DWG$?6{KKunYpCzli)6OIIw8~6%Ih9Y|~IR06QJ!R< zFurahmGP}(Zwu+auc6|D%X2*sTmkiD8>lbf|3^S+`JwiAugnhYocDY!v!i_$*igFi zDF1>DO(mB8+3nms0d;u%QF5HxrH+po8LwS@mCf*5o6jU)Ph!5Q=e0GYwL0A|w3Ntyd}ij2vYw8Iiz9UH+n{@(#xql*E+t3F<6R8)ty!Xm z`B6?d1(Mfyc(%Q-+E@;9ImkM0@}EvtkEhUF!<~x`tjsN{YsUddYTB#oah^5ut$CSJZYDF$N5M~g-W6ELi9jb$a zJ@MrcMSj0LFe(g7poC&vc}3EJ@?-fTAz=tyw=)4nq*YkvdD^6xJBLOTQI2BaYvs;y zt8e??-F!$w+*c%qOKo;s>@3SwyIuWIFY*Xjb!@sl=z`Z{X60*>>h_wuk1%r`|L20F z0*OldS)ELDVYv%8qHoZH&(v6lnWfcsw;)&Kw#X ztQi*2^MMN}qbDnsz^@{*PLUR`jD@o9fe8K{(^$_?JJOl>u3J{i`|@9uXF2y&Yjt9= zpHwTFa{Z>B-xBIImRmn~>H$aSMJi7TJMLsE_$Ow{p2(6kNz4wQv?Ikl;_5Kht*7u{ zIY#2ZvvcLDcRF<4qF>D+RMzN=A*3Gctdawyu>08h48exs?YXnAorN()76sKWtnlpM zNW-DJrE}6Gvu32t6^y0h?4+&6;fyn}oYjnMf z;aH4vTh;HE1K$lQeCCYqm3HBSmWrgFOe{C_@&ojG<#=U4s*kK{JkS>*s$O`HevN!o ze{$ut{(2$cj6dz#`qmn1@X-h8s}*!6r2bCHn<&2U$vJ1>bRDfYoTBLwTYZvaBV)ZW z4{Ys3m8pFdCZC>ixZk?Cr_EfP1sMN|>j1}*|ye)r`$pZujy>$=$!S(W9b!xBXMWaR=IxU!e*eOst|d-Q(kVa;7jox1hKCr3*A zo#&+6by8i9HZz;jBI)Xb+wWJ#HopqD&S>g^hO2O7;&@%@6Tm`iF@@Ss=X!+n1fQyq zKDVSb9{L@mz~eBGRw@08^jbIG27HPvY5G`VLh$8!h!TZ|gZ2!CrV8FD;=zef4K$XY z_Uo)FDnM2y+v&B4;F&);JjWxJzCTtJv_y z#On-`N*61Uwg>hPQv*!z-lls9dOm7NP}}$r4m!l|g`7x4=^ zDZ^)3{e%0ffHlS7py4mn%@^$3bHj~O)doiFG{7U`0c0(EMvZl@X0hd@X@oUM4Cn_D zGj2-xlP@Tiy4&6RTbHlgF5Aw|n$YI&-|b2Sy>b8?0yUtkAWlTtVh6ZjLN=M>2WVa; z#b4KsuX*2PmYfEEqH2rTGfh4R=&^rx-L>)glyKGR`)2XX(d5)(e|^wdBVsXkiP{&v zo-lrx^>B6Snw>ZBd}BJ8Vj=3vd2}O=TH~T5-z#r+2dm)+_0Cz zvn?5|?mjtArbRod!UhmUxwP)bohac z=yQKF%F7ZAQRxaA*A%TY*b#$axS;%ZtFL^ll5bI&38lz#H5~TVabW41)(IWA=JRux zIwvQqCEAp$=V_%1)epWY2M70f>Ucvdl}}eXCzShKuRe6=aeD82xaY4gwb$WIOAP48 z?l0T&H-P~kl%F%CLYSByO;-K;)`2_>yV7~5W8c*G2mFJK0+wsM;{18>RyX?` zz2;$5NwqO0m(L^lWMJr2G*1DI!uK3L$pDM5)NBq)c`5j|v zVp>H}8eR$j5uBb%g}9oQuxSW6zGD9ER^)8$khcP;_nf5}j=Y1^Z>Yb#^^FU0*=nhf z0g_nSM%+8 z5C?mEJ%!{qRc2o5R1dQUAB#)6gk7&OL0ruBf~T_em_xZIBFEP=TW-+pIvL)@EWS%V+HUC~QRaR6o)yWfu}h%Ue!V(ofo28r5M$sCtT zoI{?v<^82a%%PUaA8Ijt>jN(<=dyk)J)dxjAWan!jp}QZrwFw&$0ZkAuraF~JFf*_<9Knrct&xfxNNCWoIa*gY!rtx z*cjYCj+8)x#*Pq<5+=f9=t@M&0QlrVgJb{o*^tLQ8D$pcUDv>&&N8PfO6&`pHNtt($zrS|-gJ)>-&UPX5b- zET?s%)hTUxkK)9cKu?#^r(P{&0ncbXh3J8qFh^@ahWluaWVnv{wH3n-9`d^|ddVR( zzcY1TQie0GIQ+A#z5prC9XOEshmwHs(PGkIEiwmH!&mhB?>l?hyH>sJjpeu=2}e^? z)Gt3Dx&sjc5m*pesTaNI{^!B?^`OLB<1={*&p-jTYk}!lFV!Vb*%J%hPeMMTBrN7I zCF{xlj);9tU4=w>)<}yT$rYtj_xMftdAuH?^W)u?`0K>d?H3B;`Eu;=qnESZPHt^ zWFN=(mT=lfMlI34Zz?{-GiG=VI);WfIJqzNA|0q3uCjXZljv(J2waO=%e?0tdHOUf z@I7>Fn6V|hhJ}6sb$>xrxXvxRa_bfG!jIK-ws*es*qOaH?ItDlhS*Yd6Miif6k*g% zbpN4mn`0H`c0NEStmRFVpj71;%3{Eq8!nf=)bwFG2sV)nvWOeHUv%D_K`g3u42#ml zKz1K&%w;?*={w0uI1F5pW`Fw`*{xMQJZ^Zi_c#(E^MXDsqF;%j{WFT2V$BaFB83}$ zntUR!5NHuxCXsZ=5bWrKPBit^Q*T`vB1lK8v9kqZ@}qId?d(;h_b( z^y+NPLP2r}GPe5J%kTUXy}{1FlHAm(!nz%RVY&<)?nBNIw6u!ot>TCt)L8C zG8@akPwq6W#E#m@JTl5mm?$s1d_--vg1VJJR?`=jDo~91s7!7NI2ztu$FZ2`&w@w9 zJ(RMgw*M30Rby=BPyU&Q=HCW(U3V$yP%_2AFnu?bwo%vAl&<#yfBEyh`|Thi!7GkD z=zxx_C3d=cX_!Oqv;s^pwh5v|lD$={#Wz-*WdYeAz-iCV*gWe%_#Sw(L$=C7|3O4_ zQ-YAUuVBQ97 z{D(reVp`c-HH|Mnn&AD>H&1Cc?Ichb34UtGfCzk2jTS*_pm5BJ-Qpt|8Qv3JAfLG3jW$o_Uf_c@?8fQ~^`#)DodK=UqIe4xm-#+E7Rorop zfGd*>Uo8a_6BD+#tnM-0Q1g{ORK1Flg?Go)bf67#djqRL)Q`J>w|=qSe1BXw)Y5Rh zVCSdRFx~me27f6 z72{+IbUHYbes?N3PV05GuC8u42Y;nERJ&%QsIiFlfjYg*ul94xBd_>yP@I#8!M)Ej zyZOqOHJhd~m6MZB-fH{DIB6ZI2tTV=Y{4V(w~F7?G?Plst9$yzuYmG2xcRuyd*?BVqnf-;4&}Up zT~xiOjlXbDa|=9ZGqFStJ*+3Fvk@>6ETYW(QxjCgDGJlueA}_)k+vE1`;Sn{?YgbZ}P%vmeO-SHk9YwEIvfW_5or~sP&rO+0GoZGY zLd3+mS1^N`1ezG7PzZ$FmD+ysNtpcjg1YKo^&E{X=!O-a`J%>x_7!G zJ_%iV&($|V;FIa>ST%1c%-N*Jx9x^hxZ?a5W=90GMv+K)e&8Z;zf>8!pPZK z38Hk^j>iyNzrT(J9P(nUDG1JNr{laWA*7-|ZUwjyUB>il^Ur^@b5Y8OyIC7Y#|oxX=ts-2nc%k? z?5L@iVu>ifC@5~F)bnFpaf<7_wr^Yo8<{im@lEpP=;-M7YC{*#*lVb{&WQSm-Z6Pp z?uHiAG{QVc=7|)6H6uyWfmSE{&{Tpb^nO9NPX*rR7;qg5diV(2Q2;<$A1`+c-D>A#IH00V9e(~_pPYC7+XtW2 zRTx4N>wpjF^LbWKh4?MJ-E>Oxb+BnCoRZ4_yWP;Kgv5flP zq!ej;$byw~q*v(h@Nn10nickPi%=<^)i-^+otH{`9dOBKqC^YEmdg@YW3@YnPd)w< zqS^Z(ztmBt>0ycK&LXwmIlcFhCdLYn<;?Zqw0dSwkxSkhiu0Tug{WAv4_h~hPCAluulBqx(mQ1m+#|T-NYs3em4p^W z6<{BekNQewX6NYTEFZ}-3av$WY0GchO&_T7PLxIH&dM}u`I4HAD8~woqvSSi#b7f}>;+W@j&6|L)e3@Fes$aPj^VYL>7 zH%F~z5WKMEkKHf2sCf0R(I7tAEy=0sQDkVS_F3VynHW2>uX=Yo#;jA9wk#z4-PQ~A zGUpG_6z<*prqT_aAk9V{KszY@D!iY~v_4*4vM#3o6MuQul6{$frVlnUmOtbC?Rx%d z<~w&}mwQlFnG8BMcpmcjBGNN}?{>{owB9j)j-oFgBA;d&Q>Ar`^gN!iK+`SItHK(; z<&qMJEemUz%AwgiICSIFC6-QNY~BP)4yDA?%KY{8^y(yr5~7QYsTSZ%n$BO>Wp)>2 zh@-w*N%2kFi;MoQzY6%n4QV=2{3{Yexp5Ezv;Et%?lW%Q@!h2rs}FtI8^taC_gVut zhOVkl>XiDJP|waGQgHH1Ygf}m=b|A41$wNlz(#!Onc$l^KK;OohSMQuKLBmT!^3)o zD%~1SIys(ej1L=cJKgiQ3Kj#T^6*s6=XbN=8#=ADSBctQBo@rH`4s^o6X4a=O{+FW zaCGvMq#qRpVpCjq6Tq1$|Mxduiu|txJgtExd(|rS>*3+=iI&n`jg7e_vX_gT zip)^?Ls*-j?yArRItw3O_>fz-GbDL#dV0EJaWqipPTUhWuSW7=sW^PP%X7q}!V2|! zZ^)VK_A(t(B1XS;zIb?mS3>cng=AB9>9XZ|<5oWNWPf{Jek<$|hBNSGCIf$Sd-f7$ zwPPt&NCD(X#K9h2SW?>G-e6Rmmbb-zh3OaMsherz#{F8uGV65UjKPU?$oJC15utmT z=fAe2OW)rN3``vG5!JlbW|3KDf=(hi<*SkZx=95-4xE}4LKj$g(MzmR*zD4BS6YIJ zpP$I+Y~AAyrvXU^->uszLX4Z5P;`M>WwsOT2R&aGwdJ@gt>Xurtzv8yhlwG4Lnhmr z0b}m*fu_2ySFzw7%WlfJd*=~Idl52tYz!HXMxAvq)SGO%5>R%0xKkGK+$6)-I!T$t z)=B`>o!aWeR>tO0Q)OjkHpMv+zCTD`U!Sn)Cf25FYnR4ZU9G68smY}2khF7)RAqxh zhX;|nDbGrGvSc;3lQ-;B;mk(}$8zoAbCw2ePc+j4{h0naTLc$4g}MECV3%E`5cV#tqWq2awh*7cG2|THxj}N{Sr&gOe;pepO=$H zR`-yy5(v@M^Caj(+r!=4)I&Fi7I7#MvT7;*(u_mU3A{&HM-ZB?g>g4#py+S*7 zZlotEDnzJ-+01gHY6*wM>A!p9;1(1xqS9S;H?bhd55}!zL9io{KqxR+E@CPrm`YFU=uk)wK zF)nMR;ncj#%uf{0GNa;x27_D;|M?N~xI-sRc=`|BPHwe$r2C9fvIBcSQYA|yjYApo z?>jK(f=_;D>*Jd(t}6K0Wk|Wq%ddf=G5w-zjaFVm>U@jPG5b_~=iHpb!J^8-+U5au zVXe-TX|6n|tx%qu#lf&S*S`x0VEx^S*xG2b;=N#zHEsLhtv3>=*o5fr2kiX7Avt9W zsi0SIw5OeaLN`U>>P7s*4~4L2Zig&lYd&4s98nFR{{z#n%lGrUUsuq$WS!q=zW$Tr zx*a5#7oF_=p({iRuC{3%HqA5U;q6!7ESs`BAo(*!$K&)sGnj~0U2Vq7z`ZhGf5hCK zMHUv1%_-hC8*v`O6h$?Ydo%(1W z=9iRv=c3s*t3@>~kr+O$+Z6V(hb9;swLRH4eSK><`g3D6&|+5bL`!bZ z^Utjc%eYHlmkqfBDT%ni>7Ez2DiCzk3Bmr8W%g@58v@1aDiAB-D~f+gssxJTpwQn3 zcdxdcNo{}?uGZ<)jrG$(-41Zi{K^HJ5$&M(^Ny6kWD`-R;5GA;6Lm49G9y8_09wd- zqgYQX5mA9QD$_w3PG4u-Nc$`}I!!(dU*soC*zhoxj$`ttz^(dIm59NFuvj36SN2F0 z;5n6LzE+lvDeCjHt3oWIl786~?uN^G%y6|EtY<8U_UMm32<-7SN_W+=ztM-1$@^^s znZ{M+H)AYYzeaobsY=#cdqnZ}*{GvjBhT+atk z!=Ay`y2DF(dWZk^K#d#?ASGzo1Xy_s2^t5T(P~ zjOVQKLd2P^)s4NU6qTaAwd%jsR|S0I{p{a&+Edb-d@$_D@$*|j4zqRp2ai{FUma66 zxG4#ekX-HG2afAjw87Km!VN>r9|y_zxehBnewTQCRPwaf;FCaX zn3;vlU56Q^UzeZ3Yd$f9-1BwJCw!-?=jHBU>s6mJx+WUlA!do0S$D5bzj; zF)5;yAXsnlA`q}zpN^!;ysZA9_#sG?p3j~4+Tly}#${?~!Zc%SdN3rk_$RZYrR=z7 zjGyy~Df98FR>lMWiIP(@dLMG0mC2h}?O1Kshy$(NwNpR4_gQGtrPeN%ZNBxDzbLg{ z?Hokg2yU+36rW;{-H|aGR$-*n#Ap1PX`{P{Pfh6Gb0I&Us>aMtPT0UzhAyM2g#ja= z){m~t=+{Y$oR*`(*99L=OfPojW1NP4o~7&If(KcqaUR<)Pbm^|U2x@eVc^*%I{lUc zzHABu#SsbW$AA~~oy?sGc3sOl9-fi?xwFY40JZiCCLx&zauKgyxA^=0W36ap@_lGFx!GrN^EmVo= z_+jds%STa8i5pIf52lsxn*2p3S81d(!*3XL%s41|032=gn;SaEsiv^^Qct|jd2~FR zd~7Z~TYbSX3pMnaw`r92#f)Y zik?kWftaFNEI1^d_IRoBuBcl0a5V1EDvHzQdoC_g{+9 zo}N_49i+cMjM>FP%=%|Hpbn#rBOZ!mTYP{y_F=0J|!5IE3=aA-5x+lbnK9j$x1UF6}T|i{>Qbe z3ZEZbac%N)NTVP{wS~B$W79C!cGVbTg>JXyA|27>SBMn8wf@ja$GLn+&@jS2>_A`& zrq+*G5{>89FE%#Hh-ZU;Ym*);SGMZd3){D4x_md${97MS!~#{!nu}tC;M1^iXNcZ# z&Z*!VHvHnvA>nz0^OwN>h!x6c`Qshw)0jKC~@qv`EpPvvu;`5S}%bb2hjB z_b!!)Njz*(qp|8CS&lX$?OfBeDLLgk;e?A5EphegMCpCIT+sV@YJQL_>*Yk9(03mx z*4oqF0PAeCQLX!=TP)47e^8dqq-h*9kPiFOE91s)VY9G}xEsJxDxTe16>Rh&NH_Yh zlaQRbxrHP=*{#7Oe+j5Y?Pc4bF+KtbuTH3C9(rO`sc_qEbnV8?mU#$vVL#2A(X2k2 zkS2rj>r)i6{^^!sEhYIb9UCiNW2-y^ASK;JnchI(aj~XL2CNO6XzW~ts8~(#ZsiHB z5}r*iOgYEn@B2;c&%fmMdhBnzoege4ANuP&2=P@oU8m`Q$_J2yJO!! z%>>%MkJXsqSU9DKAyI@BPP2IFD$EX*h73+}$ee@NfgZdWkjVIM$u>|vg zQ>zx5$iCLGqBswjJ|MZejz3$ z>k3M+d3R*kf0>M5Gh9G~pK^t)^bUrPpi?%bBfKD!TaSHaJDud;EMN@>Q@T_(ui`Z& zd76S#BpY=K0`;<%+;pM_Z%-}~Qr+fpv73Z|SUMhR0_gcbNoN8)JU_G)*yw|a%l@_$3mo9iiM?YS z2I@bfxIL(pO-FW0S^h6o#baByXORb%Q|*{EsnxWvDn<^?o!)B_G?ux8K;+SjeE%5l zE-Wl`JmOM>|7rZ}eAG6V;Px@_X{v!OMU^kfX`ny>>YA!@SogdsL`o*na0sXe@7SWt zn;Y98)_Fk#47FbvB(LYOKtJWU-tN~3=trMs8$N>Iv_=!YOy3Sod#b*qlrX59g2KWm7`XNEtoIj{!Is&lc+ z@up-^)j-0`_d$-x*RpOF=$uQ)a9!!{;)Vh;?=9Ox<;7_yV@+RKPc2^^3)Jp%QmI}w zmBs~ZoUb+JuZmXM6dU!P$8)p56|9sUu*-~F@lw}@Km7gMCD3GlcbNZMP-uQm_IK^b zp!b%-X+4oz3B_3rHOF1zVIN;J1J{$ssz^oeGwXWdt7Kg&A7)pCw=yd8R5fV@iNWg> ztnn{1!rI;=J14Stph#CLRHlZf(I?W_L6A`EPz6{G_7KzFYmQ?@So?{l?yFT;y4zoN zU2A`|x3n$E@nbYW!}OS+AtQW2SZ~(SPs{vZ1(&evc=P?YXLmz>)_MryK7DTQ_=(H# zy?h@#V4JI&B?Cy4%%1hIuX5fNG2JgPbw^4wenc^y=g!dFo+p{S$?ik1Ue52ANV6Tn z9dalUoK11VajHe~36<-uZ5c}YAMYZj{b;&{+}?{c3D^*}YOt+2+KCf(5#1}`xLsRU zrv%7KZUmJ%i0xLwN=rVb`sPdTNa|)33TiF(cb;1S#JE;tU5@o$z2WxEF)`FZao@r< zXt2}gCKLT8LnkX&E6S7EF_9T^pU~2^6iqC?dHvdMjaHkfe@6U0InBxIiZ=e4HKwoO z_KK^Iz*hbOj3%{|Oh*>Mh2IZR_(!PX+q%Uw#-#iVJ8d6vD@iYT=j%>9K3HP6JZx%x z%085%fH$wRq+gsLsNK|d{w4v}#?F|qHi`VIgf#N!-lMIm+|5oYk!VeA>H2W1Y0L1- z#yDNP%5QA^brMhh4``h#@MlkqfGP1!K0d(nx#TvA1L7)B-Ur|ipv`LRxUT@!xPMD< z3-|W)CXsErQP8%6;^qG?!yJCD98cRb9P!u{n8zjvH=p;F&AP-lHfkwS(^VSc!xT=5 ztk8m6=6A`ZG5l~LKr(XCY=(ntYAezh6=CtW}COmg#l z?#kE6?3uwvY=5!XD%=>1||r{kBnE2RfF z(h{&j<*DI?mUM%!-9$%Pu?KnxI#LE;H+{zV_ulEipey8z-jWlX6X)PM|75F;hE(=O zTA&u<4Kpuf7mtw7R9r*#&-WTf`PXAVVSWuLH<&1t>7x)*nH}{z^DtR~uKXpF^ zb5K31bv@!8zjp5_mB=8c0-LeEa4VE#vv-OK+$^=XsEYYUjvxJsaSX0ltonwCnu+!r z!LQDKElfui4qI$3+na`Css(B+3AHYe|8w&5Lq^AuOrRKF)-H+sSQ04@)Zzeb2@oE# zV)vY87Ea#LCMElA;DHy8yixp`7l(ZgJ(44kUbp(X+=#G?ILFYsCGOp;+HTO{78_{g-SXxsWgeF8QgbbS>b7Y7*-CbSyk7yHYB+LQnaa}+HJB(GLn}nx+WFIO-o|HPrRy4s z{ICvHO|=`K@gP@j<;d7HS*-x>H!HMPUSBTV2G{opgk6s}PO)mL;LuK$*9mKseT2GZsz zPELOmNBLI)G-)uIvKhs#834|my^vcgTn8d->wtv**V5?%o_XXq$(Y^!=#QBJ%?}$=ITSRqAMr62CI`MfBa~mqjVC5=UgYj&4+yUE5)i+Z_C6dDgDObzU`PJOpV; zrA^KTo(N*AYqBp1{eI3FtgpHi41fPahvbGQf%Md)7318dLY9)+)}loL zSDD6W(vMrV;YSzTv`@!Pq$N!OG|WwQn_n|~pE=6rY5kOOj23Q*J={HJ7XC20XaiOC zPb!g3R?$*|iw`w5HO2N8_Z@+R$cb>dMDS!zB@i$Qk;Shb$WUdF;@+Xo7HACXRrar5 zJ+8GNz$t`xb8t@gFVJ<|9%fvqx=Voyt-cp}p;y2k9G zZyKF{))b_z*op!6y+w)~fs9yS3qScO&}7$Uimlyz3F+-4OJkaf_p^+yoydGhVx)5aC^mk|z?JpC;k(LjdoMud<$BI6`02U< z!xZ;4hC*5-VZGlOHMdTiFX58JW>6dK_KrpL<}-XwtOcVl;#81d=^wtxPgXK76I*j^ ze}^LwWrrv$AB+lds|6OnxO819hEUhLiTKx}s3 zRNeajn|5#gxao$C%f>X`(wDpi$<<;0DOPXkC>5qPg;_(yt5KU>J@xB$3?FMXWg_*= z*Rr!RO`~wV_V|_JNC%)+#Pm-%R&D z%_BGOeoX43QI&u>M7tB3>ESyUG}jV*2Wn;cIqe&cQiK1Nm2xlLiR|E36@}=M?ZSua z5N#{?Ep_){Z1NSNEC$={rej#BG7hGlJ(D@*g=YHc=CK2;trD<#%RyN;`~OZ;BS|8knBElCn`3(e|Ozn;U1$5^)@Xw1#FSng@MEVT%l{?@Y~^ zK>3#07ljMPb}}6c-qQq@TERkBO2A*&kOS-x^jKjXx5ZZZhP}$B>x+6Hd)y7fwW6&` z>~{zicMTxG|N3IuHGumfxc7MLa|4mSsdjy$wwEq3iW^!K0+3s^2pvUd)$Pwnxj(C5 zVF;4mZ4(bt8`gaxmC<%K2`Z3tNLJ41HGj2$ZEjnX?^XC;kE9rXD+#$1`z>9p%U&@T z7W@DUBD;}`dp}MnjgQI8Y#|A4Oyw-A*w?l2GT;*7DAPv<#fwn~mVm?u4wf*jJ{Sh+ z!kD$*8Jn26nF_I+u*hv%nO|HyGZb;b6V!+>*^gU$Y&ua}{pYurX<*!aMg;cR?Fqrn zW8%jTM*c8#C=}`L?=D&_KZM%yX)YpaKowlfZ@gFr^IG@Q?71m2AejW)I`gcQVT*~Ocdo0N%c6Zk7NIBHZ$r{&i1_A9(6157ft2WKujO<~icYAn&JG!#uI?_VU)Zg^ZM^U>A!-8M14?hw z)7@G>20{jG2+QP;EO+J)TYv>=9TDU3i5v4N4R-hyteE%tDeA_r4w-7u7F%`Z8~_jY z#IYja62SqOw?6qEymyxnMla}H+0g)Hi=l4>>KrE2N_&^?AABc@HGl_}my9lj=-TZ6 ze7G0jyNip9S7>i+y}mg1Odr&4A&ytsNREX2Ntr(`8~mw)RDBlI7(>)1cAxx<*Oub8 z=k}DrIZ=-M^6+c)x+}KuDZA)z-}=S4GnU3zF_3d+Q}&C;!?kd}?|G9ZDfT3p zDw+Lqp$L;NwW6yh^^JXMf~3hWBqA!Vf0BO`ekZ~yWXIa9((Um-N7()QiZ-gt#EWll zhO~?xC-KB5NGuT)rWkzjL-~TbR1MTZ!bIV?*wRs|sczsR?EQ>~)2NwNLQ@3Sg4jwX z_DV={_ri6OAfC#4p@0i%9?|;(7~X=LqrCSwui&%fh8bEaF&IwzW__1wXu&d9>!tMp z@nZYtW;Qjvap_=dD^rYkWlGmN)?@DJghF=Ax5bX_ffWQ2r?C|rD=wpd9H+3E6)>Bz z9O;3eS5w!FchR559^&p2m>5+ztE>76@^kUV8KjLhPgHp7EjJWOpDKr(roI+Z)xREj zR`*+|mgF#8CatTmBdwV0Q?1_djIQ1K zzp(^}7BY=Ky8u}1Zm1Ct%HI8N0_t<&J=sZLK zI2hw(^pAoNIUaL7zCsf?>;xGc5QfAoHg3F2I-MdN z#7q*=5QtDjb%5Ks?=0Kx9glPUnC!3G5D8e zjN&%`b)DdkHu^-tfI1j}S9Sq^T@WW>YxM$9m~L^qkTV-;elW>wc@qd2EFR7Nv3*4v zEkVz&IqlQ5OziCbe;9kuc((Wd|Nr!~XshM)sJ%K)OYKrctWHj8gAx%js!Ccaf)HwT zp*6c=hqh`Z#43rsDyiL8BQ;`01R?eg{%@atzqjB2((m*04&j0;$t$n-^Z9r_9`{#r zj?@7~GV%Psy>Apm!Ig|FjR#}W9z;EE&@8iTAv5^zL+Xw}&ln&^^^O2Palm@}H;5&0K zSIW*Q%Z6NkGd;1$m6>~2%x$`ZSy=sh{!iI%XZ)ZeYgfU=`>8<;$@~%hISYZ@7m}!6 zlX@@{`n-JevF70EI_ARqNn{eZyyQ`0&SovYE*FMyyK45l=cO#y2SV=`{x|r2R!qlq z*Gg;m0wfR*_v2t#+XR-|G`jmOZK*v@FZn&#b%IeKC(hR{|!w7Moz~hUS z7Y4G%ROucGNQ1REEYG0DGc`dqgjkOx786?&a$RH572~hLd3ALSFl1D)n1RZ5j{aibm2F<#>V2Jbx&iZbLAFva!_WHyYG9b$WmF5Yus!IC0?|*82$d;+aNjaRntAt#;xiXMK>l|7s z@#l3|(w4FxkXmEAmYodVNC* zU1&jjshDMG<^6?_0kYg245p~(6^S|ObM(j&I3xO{j{+o?CB%5qeS zzJ7GvCPR*UKGQLcgnY>n^SlNxfuQJRw**jQ(72RcnrSbc zRNy#Yozi907F(0Gd}k{fCbyl;5JXG^vFbTQnC~Cf1)`^vF!9 z#SH%u=i~pp+83jvq)WbjfS52!ya@R)Z-4{O9RP}%*3+AM!jNIqKd)b&sp>QCEmu;= zdB&0ndpGa<_D^pQ|F%o436vJu=jl|JX z_Zj?EN${&J&oSkdBu|=u_Iv$PE#&L9`IV>~EeCyPu)wAgx#dc?N}=ijJK9F-b*CgF z%afkSS&DSYV0Dn9{T2iF_ga=zmvq`eR3b%i0|F!3atml zN%oBLV%c4{38jZ68!lMn_G}HW&#GLO)FMbCXkQaE)pkXb3h0hRqN8is_h0*P*32V+JLq$QMf@4w&DdEr%){gJF!1xi&3vT{lC0=3` z4tH-XW413|mNS<50xXSIy{AlYjs!{Owh2}Nsk9Wg+@_AwU#xnqa3_$F-CO~$^GDH; zo^0e&Le<}X$5z=tprDhvQz}*GLn2iDX)g(`szu|oH@lAR;)|eS+a!a~yR(PJ;cnID zWm4wR>|$f8|H8F`QObHoW~Nur>eIJ=#O;*fQ}x!l5qTo;$Sss^dYl!e*~S!_N6}0w zd?V?J76(N1frZd?1r%{IJ}8p2t4oR60(vPYssRsuuUAa=LHo0Ny{`sDKzmBAyOE`V8^C_C1|7i;b)tUdj3op2z(zrk=2 zT=`2RNiiRH{Z-L(Zd2SNBjq{EbcH@Tm5W;&k^Vo0WoUJ<0FiwXsG$3-p%$I{NmD1{Z!* zmUd3UKfw}4ABmHJmmm|WG0ej<7No90Q5>WS7a{GWXcd#dSZLT>h&3Pj6K-_dUju&g ziYxq!J@Ug?05@30(qDCiAUi=D28?K;7!bQ9>@b{lY)12(2+Z^$O# z8Vn2JIs#1>5b`$`X0W>~_I5APi@X5Gq2Cs=wZ=6y$N#o@4Ij>2JuvwsC42tg{h5X3 z6A+jA3wQko^)u}pWXr;p(LHl^0eCi+bvh$)4XDPEk}YCdU5|1G+-1YDw6k!hBZ>rV zNM@JPRT#7y{SI=%S$?!2(p@Z{`vtBOUnLgpsEi5;6DDBINBc>h+ANhqIXStZ!g6=0 zS0`9Kx%IoqPL~$qY@Dpz>wJQR(Gr zlk)Eca){gugurw+Vrum}u0eZ(xjsp{3&rs z@UGFx#|$lVre{JUI0U=H8OK!*#V{|2{+m5DbgnOm!&xKdTca!0SI--qjG=1#?i<$` z6e`n;2mallUZLBco04Jh40LiolO<9L3Thtqq^RdSQ%F!WZf2ZQXt$)c9t(N%{gKR6X1(;hbpBfC}J zM68=l5|8=}UjCFzolI<}j$dpf)OQEQ;S>v7&j-=jD3;ioM(2Xv2_J1Xx2VFVz> zr`}#V`@F!ziBr%6(L~2M6;pQY^U&_wA%(F6O{#eRqnPbd^Wkhl+t?3ugSXZUeIco5 z$|mDYxr)3VYDM*fK84iLSEgYQ>2u_i`X$+T=9N&P4a$os27TfHAY!b9tEW8bzVKT= z1`o{x_50rK(KH;8nfDZ+y{ph{fThe^?cUnkrh;>V1P9UkmrFZZ;n_d6((iUpeg)u%45^zJrja#nCZj@@+>K?Z9?!;8`N*}K zE|{+Ehh%=Me2xA}EmQQwm}-nP*y8rwU*LeskPL9H?Epr{472zPrkK3XpJ(3S`iJ;0 zI}=?eEwQie@(Or^ykUd6BH1iB<@4J^;LIr%@{zoR>(jDEel@<{^JA@N?8@%rFZNX% zMb9?w;Flfs9X9tNl-(bxk+%9nG}R0pt&v&E_yaQ3G(M;a=9V@ju_bZems4(Y7~SN(6L1?p4&9=8kgaLb*h*pZXfcp}UmI=) z;;UWby#DhPW=2nDA-$6vhS?#XsaW;Pa0U5gybUD^(I?O1G*ORa!Ly4~v6iw3$qh`} zpk?=Ebde}=ad?!&nAh44Teli6Bd7lYEHD5QL9^QElkRU|SuHF=CPH^F&&C&${TEE}KdW$fc-bmY8=vKlMn z)|=^T-tjROTh>?FZ|Q2eLCd3V+XQ`Vel*JVD9|N8ntm8*8x+vijuB5jLTb%@G;#4| z+)iFoX^o8;PpZ8+liyTB?Mc~}-NV1Gyr~zVkgeU=BJUYjDx>|LL!;M5QFc2kMd7ve z`ZzE`0jIe3@TPOAT?N0R?1a``ixjf$T)xUny2^d@4+6SD)h~c5&q0>WL$>v{kFPW$ zjBQYHe~$NpC1|>^0Remk>jI+m z`v$^TYx_%Wbz;e+RI>~{{vcNYZ%9BnhEC-^)|*iUSK=oc%769S(o!de@+fN=s3rSs zbAle$jdC#DKyG+uE>dOx?v!}a}Emv&u}F760Nl3osa zG?41s!7Dwvsrr6%8?(2BX0?AWA3%u)EC;_!rK-fxD}-9GHvew;I`5v^kWy)*Hhw>MjXKjA`6Z9HBquH`r}i5S^yd0_1Nc52JO%{CV;{z_9@ZklEXq^i5P-vmsakaiYLg{r0e5D zeo>*V9BJXh+|PzYg_+^Qg91u1#c*c-MqWXhS~>c*?_-OTrs0F&`z_H5Uwn7h+kO$8 zXCKs};|Ph|Cv$hcm#=M4hX9mvV%-o zlT{TihF~1pL6y<zrc`Xj4wInmAd;SLdZnU5mk z)iC$@Lok}It4&a)I7$VgaIZ5%HKwjMOW8XG<4-+hRP@6)eg9S%pE%n-rR?mHiLxv~ zOdz`4WNgz*n_V67-tk!^7|{kuQ2rR9lU z^omBrYYgcRVz!swIsTIDA>f?hf1Hz0pCofP`8l?$Kj)94+=kWhfaY7O1}Tc8mHwyO#dI}0UGF|# znmdb9;2raLI_0okhQOgRhm_+A&F*CXfs&tydkcPPC8A7XLm9EbF{^`u2Bsl=GeMmU z!*8;g1{FVb$128yoE+6@CvO8UYC?!nZxSt!)($S_QJip+rO0 zto@H|NmOCPhr_?>rWsN?QMLCzxblmyWru#H>2c`$b)C=2+II>X?7H-O-h2GC`u5*e z*-WDlRC@ZZr2OPW<}ftW%PZ4CP+M*AZp*7@5DBjGRcC5glb~#H*4V>o#w!-q$k=kq z2brGlSr-XzH6TWpDGk($U3F(3-agW?Sm|cfFZGY4|~b1f4@PQf9jO*he^Nu!0xdes|g8 zaatPv`EYO-;|JKI(=$%S8Z>!^RYT|H8<`PmIw%5>dH^tj8Q^e;M|TbfaAE18DgZ*F zeQvmZI8!Ssqw_je&7sgcpub}U4pkq-5NYZTRh~^9%T=(QpCRW71JT`gf{CN@V5ogN z&Ijz{Cdus*@WzUqO0bkMQ*#ZQf(|b<4=BVMYoBu)a{0-PTz@JS1tAR(8ym9E;wAq=8=r7ip0HlCB zm80b;fH>ATh1$`to4L9mm_*|Y(C!X#7#`o zRf7x5vRf((4R>T>@Rpl7xwL#bpUIR=Y{HRk(WKJZj_L2{W zG}ZK&0-s&hQDw$wb==aR41t%=d1seo^GI7IkNlDJF$qD>JAx zz-!<;T(uT&N}vyYZr{HtnU+c8zYiwZzq@?h)dAjkMMj5Q8Nm7LvKl-aZPR8KbfT zpzE{!4?@a8yFzWTaGp;zVKc6qCTdo59}=goofD+B4478BE?y$=JvAdP@i)RrOz1S5 zB(WufiTZ|ND5+&D1c>KCWP;lUz{4|>Pp27YV${KN)0Eb9iYlt|=(nV?6HnH#xH{JqIQQVE7W4CDhU(MOfyQ!WDY3i|e{`76MLUaH zQ5pISYOuWK?e-pea7pq)j;zb^dfyrhXWbMwhL&fAKX)-QV7|j6ebVt8_C+xIUUl>haykU$l4O7%-<(R;E3=>i)?jPdx7?BTH)WMg^P8 zn2}3KW4F~lEPp>XS3XVBLJAPI)l2rt=P=IE5nQ;IP)raaYj~eS0!#TRb#oecRfddz z0?s~+>o9Py#ptvLURZ5;ri{9&+=m~xIuixjuCO<~WaH!iopl*2pG4|QhbtAzr!kR%f8>;OWU{jO^E`8xLl~EF8eGddRP*(F_ zC(v6?6jH5F6ilW)$`}o(!GCy zge|-#G(n6%7!Mi71)Bi1YDJD4Xix_i0|*D1u;a`XGiHj?K>7JH-PyKZeGf#`YRkpG ztUoOB>0ZDT22~2#IKvaG5}+F+?Dj>gH5@KrC;}vVkB6B{m-e=9Fz_`BI#Lq$VY&y_ zhc}wpEL@6VN-;wIyx5oB3WU@#*sW*kN1g^gt6q_60(Xaxg z4XCJ>8Q|H990oQ}DYMxTXBX+h(7m%U_}wp1^`5QmYH+vpj9%#YMFVm4z2T08Y5k4| zmBP$TkzUC*f*D}q>FsJB6yWmZDk!1pnPg!#bMG!@P*@~9-XC-KY=Wl~6~14tTUUK& zbA@9V*XS6fW)PMM&c)~ug_*6e7x;KwM$1Nlt{p4)O$_}?l5n2JX?593{WLl-MlEkR z+z|x?72OR?4Qo@&2s~8Peu=tf0r$}R?Gm`on9~Vho%}(fp*rkY&AS1;ZE_QnnPo8h zrqQi=XBOQ6|6^+j^S=s<>aI||;}DSi4Lkb3ZB68GM!jG?ZVP}KWss-%@7r!Foe`3j zRFKTR=6&*;)`!m%$${JkJGr4xJnB*k`4Uo7?JYJSrkW6aU@U1>t*DTtl{^6Hn=t&Lz=Fyodw~Ms5g>n z%8**W+RCF3fd&eiQn@-378Ocs{aPMv0zE>z?QOP4yZn~8D*56m%}UjL=K$$ zq(UVrT4?=Aq%5U&zJo7*IS`g3oOi)$C{7n(FQhT;a)8}t%7FcE3s7Dqh3{?+mktB) z9M$mc6?(O^OmltsuG7xW)|?wGku_Hj{JuRGUZ1ym58t6XS}PfHMJUX zV;tORbE`IEB?k9pB04#H?A8&o<0m=HK!{j#P`#sX3q0!s=&!oibIZV;;!h0`b(%MT+NPW@_pV{U9w)!3)l!~9D($E)f`BE9P zs%t))!6>mStUWUS)E$cyFhD@I|5ZJ8%6qKJpVIRXH5(|F^HQdb10bpNt8M%)fK4Fq#*;-h>w2-(F%ya5d zsB*|T?7Tou*{N5NrzY(uT~1;q>=r0MLZI2yu%Da7hod%HHm*iku~J(N6oM%-5p%Sa z_BIA>t-@&dZ_3mSxW?O2T_GG2qkLy`c*WHRkcoi&Y=#a?XwP(h9PlRoC;vW50({88 z!yize)(Zia0lSgCl`8Y!m=t%40d6GrjJaEoM%nG_F)1m0QTiKQFge|r&J^uG6Zcs} z+T>ot*Ay5&=*g~cIrT8ErKH-Usimj@naGll`OE)#ed#6JAQPR;pDz_Ixn@)z{od9K zJ4_HMI$tyig>8@Ah1SOYvnbsfcx2o<<-yx@al~i@(?3Q# zvAM&Hr~J%q>ay3Osv!kh3YS;1DYfl#m=3$hqdxX2Ic^tE8_PEBnvrV~xhaAK7F_LnsJ11ag?*^m9tkV+XO_i<_>a zL|0p%?KS@PCw+?KSZi)*{irB)fbp`WAbjLyJ&us^GlWL-l>KRtPmWoP@``m8^_PUk zKLJ+)bc5I)T%r@~gR^IyybDSWwf!K@e*sZ;Wdh{8l=1d@$n-{kkAu6PXcfZCVPAU% z)l14#Lz<2?a;g+KE-X(fo8LO0XjvhovuKnq3|fq2C>j&A|JI4J*>3YW(N*^LI_~Wu zei9^S@#}5hpp@NLIeCH^>f|)!SDOtmI2h4 zEuoT&!@|PC?Lct8RAqNC;CYqC@Sn^vTh~ypI#Ve)_%v(TW|zHT&B6^sMuHw(Wc#H; zB-3kHCE7jW*pP-w$3jF^&51^jXBf;cU=`;{INND5y`h zwj*TqFn99)Gd|7Zs8=tv*t@$9H_OK*4Ic$0cGLgSMFD9G@LBE^GQThQw(T5{ zWL2oIZRNk8dqV$u!uHAJBP#7x31he}E$d0FyqKv4B| zfK=dO0C0!Vak25zdb~&A9b&jXOGy3d$WY8a%DQekHM*m%F|ZuFP!%Ce(k+P`zY_+O zIaHLDfM_{bPp=#K{SRh9beeU#cZA`O8O3jayfcVw-dUd;1UH(5gNFz_<&Jwi6`pN) z@=*EcgeEE9&r8m-PAw*Bzrosjm*$1Q5QTmmhr@jd+r>}R7m~|sM)gG6r@rQC2|Wr8 zt({Cg(VGj>+&8+cvJ)3WH;@Z-3C&TsQsxaC1Mk(9~xmx*oG9lG7g0;?D5D%Mp~P0&f~>Fpy} zaQhqqO`YQkv?}4EP1V~M>)sP7>QZqhEO&(U*yzhQg_pW1SfY_l<@{;c+^LB+w*~$a z4w=!-LZr<*##@(S{bZKTuqcSA<`3HPHpx@T1|+Z7R~Z^*=bPq~h6p=;5?n&EFyd0w zwj77w*eKtZ@hm1x+-CF0T4CSW7+5+o9>~zjF~|H|U-&;zhtNsspIQp45NZoNk^b1DWdoC|z)s|I8lOXSaXX-T%8_w+t7yE6@V}C5k)m zwFmg+fXQoGCMy$kS0*uMZsE(2EXtG93g^4TmO?BL)k`#g~(Ln;$;6|@K`Qn@PW zsWJkAxdXd-%C9$6*ulF&y%~SRvA%dRsOu)2PkTxs8q~0i_hjk2(qOsDo{Da&I)ZaU z`K21Y_DA9>W+=mPYh^&^^zAZrGXQ4PW)u>S^#4&AEu2~AACxQX;smnI$3~oNSA0hx zQN+yq-4>R_t0B_1wgZy_EVo=_Wca(5!0n?Ijjvv=U7?!wtuz9-1Qz(lFTuU7XCaWM zv8oY%+F2K~VAr_wemTb@#1+)69+f|VZF`zV1tkioKF9Jcw718EQa9^2Gp&({(sRo-F@F*f$*;t5Ij#78xV`|K{r=ONMm+QRagRw zR;^E!q}ZKsgF!z5%`ek~={`CL|D_U{Rq-9g)mEm^E>uCcAyb)M)nbmf@mP zK=&mZ!0{Ge_aHG zJ}*ihu@PyO%1&lH(}2>IeRfO(XQ*9;o4tAMeP0^VGEpIhKs$GXn)Md1%#^xF}`e^Urrx$hVKNPpbUe%75XGp6Bj(#q?7z=r&# z=C@!u^?eBz*SmaX76+ef`1l?af2Wi!`CXC(M7;voRjf+E_Chfe#-NX|?(Hu~C(Efj zCZ$-T>_s%-0?~iddfw!C$rrNCPNi{WTrYNLhH{}v^;H~C`A2MbWe4r<>o&yoD+`Wi zdQAFbFMoBE=*TiFJN1or>cv}8dZZ^@$CNyrKHN1HuRK>E_tRmK_O0+O*sv;WR7^t> z5W};5hE*~>M<|OKmP=dfjMkVRKIcQu$X6civ&iliCfTpcEmU4_@HnzCn7ep8)TW3s zjv{dUA*qKQ5CuTY{cDv_E^FEv3j=anyhP?)K~VuV7*}~28?{7n5ryKOaL7Mo2eo=b z-M8zc5Q9jiBG-p^oUEL0BX?#g4bbt5;HH&xx#7j3 z3ZycVh;Z+H?9Re9o5`PLaC-8Gtng}HUWiHzd$W1>MRog)^Rb@8(OF)vbwm{$2yCe9 z`*y0$z@pt~=W$%Q$c}N(oK0GOh^7E5p*FgRxhCWvS1i4S6yaxE(2lMZ9;4echO)DN z%q+si=N^Wfa-Xeqe@HG*f`4c?tW(<4*^Tit_I9Uf56x%_L6h|n6?Q70MkDU`G`9fX(LcSq1eVlg<2P>Xdy8Q8A z(@j0=QH0oQrtIJ62M@-2Y4Y;x)Gv=-NE;6!%ez2(*>=v}(oH9@@+h zAuGqcX*LVfZOZ2nKr^rQcL`HkwjX|ta9fD!(JdlW`EQq9$&E{|87ZygJ4w0|?bCVu zu7Wp0uuO%3QftwRxq&@(Ha)kSUqRm?xcJEQo1rHuL*%HC(UPXBA;lhm$_&##T{0eW zRQBFk>vUpX!=qc;-S`%|mDoR>ZG~b_P&X@i`IR9Rm$-{FJb<0|skZtUbgIhJjjsJc z%ntMbvuN=4rHlpDa2~5;B#d4!Ok2a&@1u6&TZ*Hij42;NQmqi@-FpM#dl*uXP^HlR zT2~v_7vjhD(zR;(o|X%G6}Xaxa~{L6S8x&d{KTLR7iv%T15J~Fy_ zvVLHHmUrj6SGLG`W9dt>a7KO!<{D z0J5wZcKU*BQB8k6_9A#zN`f7_`r3KQ+7VfLRvoXZR5?B7>tGfq902t^`EUl50p;xO zM`|&@7NzcLczYbZS3~tar{vx4yEBTRjQ;c^F5z*s)HqNhw<^TU07uaHjjm(XR zaRX`W|JLCB_3#UDB1s)hZL#ZtHU8ZNian*g9we0s`d%K8-f@rCaS9Ck?qWy3h{fiXidoO* z7d&xv$nw(9J#U-qZrj`1JUg<G|Z1P*_)?0zu=Uqk(?PSfGI#P~F)o+!pHq_Cdhp*S^T()d2MQ z+(XKqV|~~QNp}h#-bs19$Y)Vc4T8Yp15_UClP~a8oMeK3MVSoDzicJSmkDJROhW2g ztg|4-$(ln~Iq!)fLcWxFUAZk2Os>sO7dfPDq zM%bn8evm&kXGwDSpoT}^(-8;Z3Vxghx#e#*_3M3&gJ5%*7)PU#ANO|g;Uzo2Sokt& zOL7hOA63#$3-fZJc`Q5KJ-fSl_=!nUyD*wAt}93Pu5xjxhwRcHw=*fPl(pJf@XJ#( z$x-K#`a!or)%F}qg?p;)i=+IKEm(~sMGCf_`@ln(co<*(xcOEW~}%PpkTSS7x3`;pIt&M>6}QM>th{pB(@ zpDVA$2MvOOc5JX_^q`JdW$U%aqJ`wK~j`WR;Se~xnV9=E-t~+&bg&M z@tQn)NN2RLQ~2ZQDEtlcVyZr`}AnNebB+wJ`bNkbr(P6-Hc#|X<2r9VmoX`iw?z$4~P_z z#t1}>`qP8!b7(;oHsFzXl=OB@smQavGRF%@bQ8LQoS5gw#c=v|1c9;)7Ug)`h3rhw z%=J6^50IVEHJo2KJ+6B{UCr5a_j>rRwLl@C!H;IvhD@WdqKmbko&8yjsVn^1TLs#y zjTl*?{tuf+l4`_{+(xKg0Q*a{ry|O^Nt1c1et-89?z8JHe(OP|_3jKm_jw0a<>8)} z3GLq^-pWqvwI89?>&D{!R!;u%fjBwm|Hvm_qV=}L&2rFvMPH5QBFZ0)i@^$e4>~wi zd_7N(!V60yW&Ed~_0&@Z?moBAlq(gBi*ht1`^>Hz`PpNxYe=szMvWgED%bNp{qCwK zi+gZ*s+!pG!i;L){?jOSXWj0Jx;W=nvR zeV4rFW(UIH|6@A*+3BI)y+<#$8o;Y~%&YH;kV~*zMFxS79-jAv4d(D=x zb)0>#BGqdb7)w?*ZyI&yK;248C(Mo_;yy>QXvNPP9|5Q0C7!@$rTyEIgqX zD%30%0U!Hf;8J}~8QrlTu2s2;4sv=19?qleH}>m=C?(uC%x)?!-z?=x_HZ{v5&oUq zS63hkS&&+%yNJq{LgZzH(JzH&l4T~9z@=CaC{c&(SrkUGG z2nYS1CwFBvQM(lo?LTc!Bzy*CEV%q1+B_&_xbxnvLAOWHgpF9L|MA3AUM^d%%IxG zx_>=<>L2=<&%|_^J2BpObn(fK-P!lSKU*!|r9Wvra{4H({(GnNI{j6wr%MqT@u~lq zdG=o)Z!+UL;tzKGoBj+w4~cO|&v~<^dzK;UiT4f=`>7ks5aPXMCnq@m11vo6$2CpLidAbW*ctOBzIo;xwAc$p%okIC{fCn50dWe=kF?Kz z1#we6+;8YtXWA0OJ-i$^W#H@Nv?LZ>DIORC(R{<0#ytx2LNkfzpRo15nu$R(i!E^8 zwAa_Ch1(U)G`z6)WRzPmM-VJGj915?it0X1y#J7;r&q#ftNv^XuY#t^KJ5;M{QK6+iVoq_}W=Y%v|IyE zkrb0;Vi$MZx+N6bi2D&-x0U{xzreK1=r|$aLOj()infXM;CQ5?m;04sgSmlbSd!!% zEHOd49G_qi{3oY!?1q5_Iq;VSD~TRYrBp4H1cn?md1kiUy%=X)&^evB1w+I&P8FHe zb&rSAGTk>U>m3JdwjZd<-$Ro-QJAF$UG#=tm05iZ&M$Nq2EJgJ=!~XzQw6HAN#?5kc z16QVqqK;u2{5b_>2r>0(yO7v4)vWaFpD&)ZYyOaMGn5hP5qYm(ZUYzTrKJQ%CaMyR zy&Dg<=PqduLQX0PH+L$e+PYNS8BbA7{(0!z9%ew;1zs(Zfbh*r3y0`%(H(6{_^rB9 z2}r5;XA%3Tb1}sW(z}G3G8T;b^rc&q+@yVO(Gvm!dvQm82NJB4!e1s1e$>{_{I3rx;8_)b;V6~Bb@b@>F;UqSmsl^(XG-UOiwKVdVjG$%6EwuJ6FAVLjYSBHTwaq z?ouy9l`<+^24xo=(b>(Q2@LyI1mGUt3Q}uKU9}E{;Lctc`!Wy}sLIEA6O>7S|J*%q z5t0hSl190{ugr4h&plJhOb*XrLl}2J$fJSd){NAqF!D`CP`@Emhn82W==c}sK~A`` z;l8C$NEvILG2lq3bVgp*^5STb-)W&JSaV9rZ~_k%a`^O-D5?f>_DX9NxPD|M6*ly( zkfJbb(lWB}B2;QXgz=23L}Gq{4EVzFBBc%zE#5wAmaaJemmWqCuk3!lfumG~E`n?j zn{t>lgLE37U$1`FXP3GH#3qPaVd`jfvbN@?6AShGGq7^79(VwwyaWH6%-nmHFxm@y zb9t*kMJy@$fqUuok{S#ZJyDvjOm5dy=s7Jb^SBHM&84g5vPaGut#q)0OcHHsXrJuQ zp%v#D2lA$0Mo8rjpG>dWCv^jJJr%+T5ZwjK6OUg-XO#}crEQZns7xRGE~JrOw{D5o z6Z2*opE?m0E;IM-*OQl)+C+z;-bAYEBUFtn>2ML{c%pTj#h`@!xfnG75C$SCbvsGF z_dY*bS~~dy6GrC!ib71?m6>$X3R@uE2I;#tWk&@K{t!#5$b2j9+2lXwsu|lI6ifE` zI-1Dp#@?uDIM2(g=&SC=Oh;xCc$ns;YGQTjK+%(^sHmx?meTa@2xeAe-u}Ukjvb&9 zN_5*WMY!B8JVHtr>MxAK8!ugHJh8lWeRpzj^>IQGO! zHP!iP`6hNu61h_-c0uhrCSwafxhfu!5^Ehg=%XmNOa6oQz*?@zH9e1qnc(jg#2HUe zap={j%v9I!)~cu_|Jv#O3zO1{(mzlAlk2+EZExn*OdoY!jSb8G!TCq{VI1Fps;`dX=V6d!Hb=|7YUXb&% zQOq)GSp;;dV#Q!<{qc z2mWIwY7g5hqJdrh_ocQCkPbEX=%Yh_4`YXkI@|vZ&VGU{f&{p_Zu#f899u}enx4<| z3tqqDD=F(3TSxTrD`g%udSd^fv?Fv@ljcoUtZYV)fK;4S&dIRxp>-N#Kl z&OIjw&_=oGXL}bqK={(1_-`etKHCMp(4b3#afP;bwUlS@omGh^9Ah+8x+O?$rH8k0 zRYG@p+;J~K_idu<3Xzw;PFVYu88vgwT-ohGtdG;y7mA_k&tm|X{Y?t@-S-9O)@$$d zuNv99=C{!kc?lJkVo%kMx&`4?)|6s~J-}9CKeN0+%0TuxA9S*zld1)b8Q^i}L3)=bH1|*Si?(=%+qeqWO2Pr{^x0Evf zh!gt~7!v{V0#2x!nd&$RhF&MQd@iPnyxq7EpOW$QK~+u12<5)EoQ*`qyMP@VM#q>5 z5UQ^7uLU%%ms69HIO)3;AFD2p67EvA+!I$k{p*h7o4Z3TH`O-?~ zTiR?cY2Yx5-#Do`F86sC z@gT+8guWPu=}m5>P$E6So6P4+gW-~9DdRVJBAg!fF4(;uSTrV3sXg4V^z+QNB1 zoC!Js{gY*T8gXxgaQ*CW(Rj~87jSNPZ$T^VRn&NZN6E%pWcHA7!0J~nfX3P95Aop(nTegIr&Qe$Tkl6~8sW+i~HwQC1BH@3FKXUkrZFT*Io-)xcQpvgCRbj;G$bxTrXZl}%!Dj}X&2if(J1JM> zC$Z5~<%4(d22Ek4>90-`8pwhc*&+@u8Mr}iX zwQ`WgHP8QW*_;M7Ji!YWJI8i=Jq_?vq2`O3nhcKzMFM)NNYoX>9xa=ygW1yLxW4wq z5}^ggD@O;@JRSg0dg5^mVE`AaFOCUw2eg_`8}{Rmlx@PV1?_U^MZy4>q&xz!xg$*A zGbRl8Kek@Jk@lEb3}h1`DdBY&4;A$^U!YMYCEcq)?3lPK@8m_hI}FDgZ$_m~&1!|t zIOQ36=!JqSiz2#hbm&i&-u`gb7gVC9=WUMNqy&UReN@L@PQmt8tS(%FL&OpORy7W&8YS_ge{~uxJ71dP!eti`c z8!#3Sq>ZAYGzCN;G!+#GG>8x&5J06w0YeLf8U__nO0dxhL6Me(P$Cez5Ft{dKoaRC zgh1$>P~XGM|F_nAH=Y|c7p%oPIp_KAXYbEOPB=|^RHAgnseigGgxN}ZrG8qoYy2X- zG6;g~Pm(HSUxTFO&mn|d93RD0<_+6+M6ifBi`1HApxbMO0Zz-$YrX*Pp3Cng<!N`z96?E`d=N9Iw=U9ex4!9h$7_ng+_$*i~Eh^h=<9VN0XqG*sqsqN}tM zbSwDJt)&STUgW!Dp1s}C=m4`Er}Yc+%r~|P!vmyz9Y?6W6+XSYfIy}A-q^YZE0Y$v zjig*69YhLemR(&Q#jCfBf`XaPV(Cv#NC6`=kma%4xeqPpqBk;X0Kph&sR0gnL9+jR z27G$3T5+dqc<~emz3LUYKO+BBdPdIdH=|H@(dey@6$&EUR!)dz3AC3yn-ML2?g4bt za=c>gzH$0IOK)G>MPpY-jjW6xdI|gXojn{%R7b51pA!g-x=%R&Uc>Q8UJ+qFY%aIb zA|Qp)L!5$%pKSM>*+Sn zht@6)DK-7>yNJ@LW^Igem5$rlCq`E+69>iMB|oGmvnz8ll-%r~uWX-*V=oR#bL?7C zkzX8v(V3W=QPt39qx~a*KlKzzd&v`kftjHZJrV~BYa&tk(iL&4{^vYY;tbS7 z`vMXc#+YTxZ8JrSiwBpp+q>%M7XC=9%`5`DOxI6nwgQOEY@>Kp?Q%e{>_Q*6Tdg|9 zsJMZw#4Qgg=4Yrg-_aiigZB%S@?MbDw5p0+CyF<3Z(7oqJD=$|hUE3rq%6FO=D^Q% zPu0Au06Ix3eNtZn=~fS|;f`xMpg&e5;RlG!*A~(_#i8{dJYR^;vq|>oysa>2m#Pn& zWpkwY?{4-G^xV}Vpp#0ThWAzG!YNo-a&a^K-^JM!dS`I;-P%zc2msQ!-(hu%R*4GT z`TI~Q&~}{Q1#m>9ZF} z(i2c{e$n6cT!nrFRKdNlVK|U>g^~MfN9+eyL}Gr{qj+2a1MFP*907^wQ$q-`#@$K_ z0_{7jm<^n@Qu2cb*=D4|S-63niTLCTYgU~5m`$jk@>NlnXXa2u?n;}2N7NFpNC|G~ zz|*ernNC{zGS6-JX-QE0`je=1zVu61asT(q^vTJlWw4!Sz9S;9qw%t)zIZuD0bsJ0P4nMe!D?Qv>d!~dek9q#w}(X>M-^75m1-6 zq&4X_?V1YENQcA(CJAy<%po8#`EP4(nZ{g!Oj=)L`iOMA+f_@ul#11OPOmYg{1+8l zluit0wK=Q1Szri7`=?)e@yFI6l$$6nciMuVG)??jyeq9tBEkE65Y#F5E8N-T@B+pj zI)1(F)Rv{#aIcY+EOG6Z(gs{$0sM+xO2MRWSS^ggNwGoc9W^dR=@tD&0OWfuL{P

RlYBwvPA`-ieyI;SnV~q_z9A4wIm2ooVnvH0WXT)Z3tR9ZicRC|1n> z($4cz#bk9#`F|!HK#7>*0DIvbC1NLyVbE|K-4nDNx4P5+NItarW!=WL>`#2VTkbNoA39zR@^}nIlM0$e&6I=xQ}-`SZO8zDsJl z9EwvU1kpS<3+H>zUFt)!>Ms68?Mte(-YxFcB6ib4YBEjYC{Xj*D_*-*@0=WN7r#*6 zRj%dJ>c{3Pcwkj8^MbPuT*ia$FNHllQd;pqfU|2^8DoC&B*Td(rT~LlGj+nVk{zY^ zo<29@a4H2P)&+#RH}z3KFTro(ZMuf1Z^zRY#z}SIhvkDhfh;?HL?F9yTyf6^0QY^g zz`NUzUw-gZrP=#xsJFpD5#>{Z7sp61zx~GJCU1g{Y<^N{0w)7u)o86mcB4B(+ZviY z*=LTtk_d5Zi2-B~rL^lG|1Vd$BL^P1(mbN^-D12nCqjGHnmvz!U%=g#mEwF4G~aLb zdm4be``Op3J;dg2w2hc)Aas@<)HfEHw3?F(+kahWssz$66BM1lkJgdKBOq&i0hz|3 z9+ZG5&1Zfkhl^{*ms7rA5(&QTxyb3Jn&iVXh2j?D1I^z0V1=$Ly%$V$tn&IZT2^iw zMU1_y*lU->3SsT`Ij0dZNFEX#@YNS1Yy-b{osu8LCOclxx-^s*ATjhVB|Uhk^)5M( zs~fXH5Ky^olZu95ltCvJ77*Ch#Um;vD_9;?v}8H2OWgdvVEioTKgTpYB?n_Vxm0W&4e&QxWaQvy*d~uWP zjde!Z>Zo`G52cP&0x$DyUw1V|thN=yv!5xHL7>Bmhp+2m7lE$hzC&)-F1dx&c<(k| zD->xpU*@)Z0<89Jwa@@E-w%E1mApYz56$tq3})b-T>iZ*xr)^0mHcNg!6 z49%`6-Gyw6vxwN=4nT@EXtuHVNlfL^DI*QIH?-W#!F$iQyR@;bQ8?ounf$duU7l<= zFc^5VYy>Rf($(r{(x*^|(0!WNJmr+#6v}bQ(Io;ANvu9?$V^k5V*o&}cH**RF46Si zwx8xTB#+7;x>8{|YdfMwQ}57YTm&iH&7@zpsPSP|;y2-ICu;H$i(}slOY}U#jE!=8 z-I{*P1Smls^;JOiATxkeS6RQS@HVP?WbaGc8?DC$ev^1F_aY42Y7}BS>O&7HNc%ja z94(=G*!B2zl%0?c5giapN_UE4yG*V;;1}Ey$=zsKm8zISF+5hkC+Km0bZ>dZY<;x^ z=SYH>K%E|tU|1lYHX`^*(iyFf6C;jlmiQDSKpnqa*h9y#)bTiD;kSdY3kGH}! z`Gskpcy~DidHEvOHRy1)NS2{A2!=mA`WE-tBMbc^H1hVnP&PI;!My#S`$7nNj&zE7mu!K$eS}Q+M}e#@e?u&+NIr zQ+DXexQYG@1mMa6T7rQcg}v;~*pSF=iUD}r>;K-?Lcp!QbM;|nnmkYgyYgPriu`ZI z#@T7ADmRx1RjPPwR3=Be3=vQl4$Nt;dmTUS@zQfERrY&4h^L^?CR>_>H$CAOe5;LU z|6+;a(g)d#__mY_4V_%f#hATlGStkIPzb;IY`$+#yy0qUheean_O#LsrKka9i4r$u z+$hnjkLFn+^z#B+yGn(h8b_-ixR^q{t34dh-0EC;zt%Xmyt@A47lmzC6?WOnW&rHq zTr&2(K~&(5F)S6kPmO^q{UH-P9j&QF4AQJHM82Ne?uxs=A*Cr`psTC2vpEi^q~nu1NfG<$IibUK ztN#XuRl@Bbvv2OX=*GzJtJ_n`%H-tpN~s!08J~06RalC(O79-gncIW9uR{cuw&#LY zY5TfuTh<*!vDMYLwtUN8P$xILt0SG+d`M>Ff{)Su=qoPlw}rPbzTXy{;__8cx3q-A z$4Q&ku()4UJ$3NX&*m~#2_(HZNo_3qHa_3NQ3yb(yjx$J)fuK13y#{28F}4{i*1Sx zv?|UY4%FRW7K`c@Y<}+SwAUURAe5t#OX<6hR?U(*p z>pV7VGHn>$B|4&xTyqkHINb0=ml@<1(nF%wr5iMRUd}HsFSq@|;c#^3p|Z3J-P&+3 zNtszq$^LTha<7ggGQ%Srky2At74r6-+b5^bA5K$cmz7}yRT{9M8KFt_)tcj38LYAb z01FLJIDmRsgPj?|8yI@^{+Hd{QN45y)Y!$&w0U?8y#KF9?Ow?pFR!~O&#yNu$eESaQ+_BeUTF|`GdjA#nBe^l_J!o&&^9$T*1 zDYBZ@qC*{Z%G|b6i%~|^IRKwA?#TFZ1X%n?>8)jyQ&eD9f5xqfL$=U&a-DC=w5rWY z2a9yvU@Xl}ahT(;ra9$ioEIP9BB9mhi$5uitC~*2M|@na6T!i^Lo;;!hj+*0`cmal z$Np9rXtBc%qZ@l+<6jW=&J=T;ovtmd`uT)N(?ClfR*>{7t+Yf+CI|e3H&5*9wQCg3 zUU$zG$u_r`YenW4Z`QP%zyrFDGr9%#^!(v*X?RvNd#25IK>CH`W1J=8ySwx^#(Ml3 zWYaUI#m7@V%Zt*cHTdC?zdmHmA;MNs&)O?+nY~)g?!jY0Qw`8>BLu?ICmKTD19pF8tyHdFZXIU=-YG|=C8M@&M;ZS5;{?D9PkL&X%{qLNCe#x^8y zBYD7f6B7JMAX6S$*K2E4C4VWg7{%I@&;ssPAmI+=h4glATA(jzM4@t)4y-%!IGH(@-5&v$s*-&0dDK%(px@kD{J;(R-lnDpt4r_`m#o$tEeVxDE3 z*cN{DU~sQF<8Ku5rK?;E7&a678Uflkn1Y%P1MX#k=(nM;< zsTsiG0F}Cs4{RE;mI^ZUbmp(OCLn4t9O-h^7I7 z3%#O^wpcU0_Ml78J6O9+&L~uyg&JqMzoUU2y!k17!srzsJL4cvX9SNh#b>1>a+#Y7 zW%yn)iY>7m7b!bm`K943-I*hw9xkxdlAjm6MH9dXtI;JLrYz4B&6e(AHp}mPowQw^R z_>oZvAk&Z4&hOr4pAR>Vb>Tl>BF#s`;+$n0tmdq(92nNN&DrG?3*3mlPpsnenN|VD z=2<*%Q*ja#8`eC4-bnd^n3p6gd`U;9a;@%Z)xlc~H+NBoySK-pDqP=D3Q+?a+3_xoO zMf+OznAmZ@i4E8K7BJtxAGl}|xF5F++Q4k%pYc!Z3Z`YB0}-CWy&ja=)l4jFmmIK& zhx_y7Sq|Y)ZOA6d^vu{QH4uLIx_&D_Moa_HOsp&mv5W&>0}1I$5;R!Gh%yd5MWW}f zDXdF!s3i?o|>(_@E3hd1V=cY{;PFJhm#DgC+Xc2$2}`lBaOl|;Do}< z6NXssA>$c8u_cHwo)T|)4`Uu za#4!f(DA?x+c@)9U*Q%u+_9gZ}2uCka!hF_U@BxD%!$msRYSg0Cj1m5iNXxFqw z#@|S`a-e?%pbkL8G%zmwgWYYCM%(V_43->?osqZw|L*Ky0ptqB zM{qLO_WZK2>XiF6%drcZ#NOeN$QwcjDaW=9Uw`_XaW$^xa*BAx2Ps86;*p2FT5r9m zxyJBL+?l&~ucARo_EFPkBIdJyyq!=a{w{cqe|h?NG}vD840YRX4KG5!uly&a{JJKK zLzJbjZFZ~nDW7zZE>dbvN*(dM&~dr)y&UU-3an4~OpcQ~V0qzSKIDoXb(V;ImL~?n z&y$}MuF42M&n78KplP9*>56Ll8&#E+!PfT&HweKXfHrksBGg@im7vg|&I$S095Uj0SOHvGJ4@1Q zSV)ptUtOgD>^{@x-?@%}{ba9YV?x*dC%1|i`^NxQ78D0Ib!i!?xA_c-ag)you%A%+ z>6uD~+YXN0M=2HRe?n?4*=9N@V;)K&f)VH1O3!xwaHhnjt2EvR$?K!k1i5`jSBNtg zFpRJXlga}vGw_;v@A~UxL~u)I@8DTEJ>saxY=A@09R5!6{eqk~dv%Ni_o8L(y-YLoWT9*?dvD zsyop#&T*q*N!a(o{_?UZP)H)qN3V6Qyxq-0oS6qimJ9%66U=Wamzk;6-?gD>f@4p7 z$wfPg!xV3pwm&t()s|RJWi2{xrOFD_|NJGij8T(TwL1(&nRRQK%dYkhsl z&G-C%%#w1$w5{rT4w|qCPyNzv0GdMo^H5d;#9N@9fU_BJa_1qubMbZvhk3wH+Zh{x zQs(S!pd@|DM(w|tVS_hzN+gTHPpkL3($LP0brqWxVg%Qdl|AEIv!3X+!Bstz0jPb! zlA!FP{6V5$Vd_R@M_Mp1i~N;m{ZI%APCruesmOcg+LGiXN_=}9si0hMF_4&9RsZ}u zG`nmOaQAeN&V^+kZ&8X=Y_>@Vb%sXGfGqjap0c@0cd`3?XouXQd>x$YUn43(FP$&h z_~P|-*Qj?%MVT_&X`hNVz9UP&$|ne#&R#RgXV3YMdb~7rGepL2rStLx^syCtY^r^v z+M0?TpV~q7Etwd*38%R8@zf>wt03;$3%vYGf@urfd6Uv`#+p-x?`f**+q``w3Sz}2 zuRTz!EsF@vq<;$9uym&C`vWLJ@E>ECISt3xwINvLSB$4^?)N60j;v92TSfyIx5=tp z^oNh${l^%)D-N29m;|* zSj@l&!MIJxRCIt(K!g6bO*>Ae4bDG!!^cOuskyXtK{E1Z-h8Wb8Us5qu!=q`GEwIR z;c};19SrR=KRMNoBi9OUtM&$0M0M15uF=ONrORNAj~NkNu@#?wl@;Q=Q>;KnD9qUB z_e<0%9xTt%Vmgv*8PIJ~if?)|tzzIT{ASaC(RAb|`O2JTTJQuonm|FIwvf;4GS%H= zX@UxRRqMTE6WzY;sjF|LwOSoIQEh(w4{lj`-KSH7tD)b!TICbW`I5)0sCVx_lTIotVO+O7*UlQ)8di5&r${vB z>~oEq!36(~bT!K~yg(>>(%{%RgTOBQwnF38TDlj+Jg4**W1RV`s-5GuA|l-VNMjW* z*?N&!NI$;PZyb(<@=(+;roULT$f>o?)wX*p6D&om#{Z zAqSJO(Q-_$U4~(6nwJgZ@o0BI#`}8MmP)8JqSSJ*L1@8eRGH+yanxIvfUFL~59DD} z8U!&KA=k!L)WI-Lv5oBD(lz)Iz2@y78N;8g(ZGAgO;8=3-vGB-wv=*LE|<*Ix|``H zQjkVGA|97EL%GB}j-cd3KPim02&{G$5YAwZz&9)zU1D}#CXyaQ=QpC4YBBm4#~e8i z!b$?q=C{WVLaF@N3RgnVY_rn~WJM>MmZJwYuMxWoDn2#U=MDSz?ryI1!`wiwm$Riy zM;?=~)9(h#*CB#^w`(-_l)0;q`#zPK zOrS};r=|PeJ1^M72MG5JgaI@o2-$GOV1lB03ESb?EAE7f_|ZC_pYAkIbnp90(1koj zPC%<118h0)dqMqsh*o%Qs8@V(0PWWANX7C>-vILnL%&6h1i=;JJUzg1MfrYAK#NFQ zTrZdxfIbACW7g4tC zgpLVttj=opavom32~(RX+S1WKMhGU|I#&V1rE#qIQ)tSFU)=ytPA|LO?W(JC`g=xV zwgx+D{R9nCEJU{=Z$P|!nKvxT_T#P@!kC8ErD@|ATaN$HBKX$O5)?K3aLlqHlg#gU zHklZg_dBIuLQ4xdvNka>6TCth(cioS%84H}X8!HUI%9g3NKB&ir)GWtIeT~3 z=s*h{m%i2?8a_U;Ketv{Cr^`y3v#%ngQ!-I>;2ww01iL_6R6%KVHNHG<;3 z28cvVT=;pG$vGPSgEID(HTOhEldHt9s_DIjC24)uR`DMdbQ5IrjOR3gf>eUzX3ns9 zk#NtGAGcE%gd?beCWX+xHe$ZTWLE!PgW#kfkQR>H zES@XS`Ih%!4%vrA$8cy~-!}!C0iRg}L}ev+X!^0GCO|tGn7-nF^3w97uh;ytuUq+C zc}@#3TJ}LJBr(TP3NYvEZJV_m@`r8cZ&F;jq#(8uGUMXd#n0{KbrB8hyVFX)0UN1` zpoXxY1G`H4C{>T3ZN4J90ZuJs{H5Vl!s^uP4!$E$wl==|z&XK7Ua?;R_zPMGyh;)E zl-{Mpjmnq5S4`M&{jJm=s))ww^)4cK&>_^0MtcFt~ zHsZ_v$~2@bBNvRrjZN)zm|7xOG;Myrv$1?^^Sqay`!|3~kxyir;d}h>OY%!38^uws zf_6OOS^ru2ch_Dn3*O%e^RJLzT}Ng{UL3NB(CLpfHFeJA%_>= zht<&8y9@zp#*-C7RAgD1HY_N)!E!uZR~|y)j2BnxS16ToLhaB~{vNb#QnPPY>&-)&U4G$po(nhcziScRO*$WNM7^g# zcfMcrDx#fm-kc=o2iyrwK;H=N3TwstEP(j@s8pe5okEapR~fL>AKb z(%p>`p007@sb#74b_PzU7V}Kc{F~YN!MekW`A5!5%3%)mD(>37Yu8^luUoXX-JChk z$EVs+)aW0B!6p|4+(sA&VgWXGd?>14n}7MvOY^Z#ABf+IaPw#0jrt6yuMh69{ut!- zDIFPw#=$GC_{dG$cV!6s-!YK}3aiZzBn7pJQ?|zEFVvTvc||gyXlL2L{DXpm5}pE> z2HE+`gCx~jz+Ty_H5xb?dtgk~S6Pr~@G*&4s_o2*F)1B<9pZUm)$QQ%b+abT(A3&$ zHd0`+qgTe&%ej)R1xk$3R58!qV*NOqAW!mfSIopIcG-?|CM~CO*S-PXV>r6=x$+7Q zpLar`POmvZQkJ|3U%Ikj8;%7|x@83^%iYVpl26=ilphyOXYwYIpuYsgN=}qjBA?0ri`)jBrw`HPa!x>UUo(gOUMEN2kxF#TTxV+S}Nz@yjU$76zLaDALAPII{8! zZ0Eg35*dcQrW@I|Fo_D9TPU?K)*XxfvLkM*AAQsTyG^27F4uKZsMHl#n1xwFE4MWK zjW>0-rG4nM_L2>s)81-W{T)M3?ag5-!V=A@cbA5B0Bcr}9PO^T*T$oi;xgA(lW}!K zbtMN<g#P{I8d6{r?bCp|d+jzLKKOkN%14RSO1 zx+;+fWqvOHLl$Sy&YjP>Lg*+1%mq&Rzj?{Zui#$5Y`ij2()osN+kGGEyI0SG`FR6< z57wJM(BJ=s@saF`Zzm~96w-&akWal<^TfPu2Z@?MSn1V6yCMUWLY+U?X%Dlk2s7MK zOj8%V&53Ge78dnA$Om{*{03&J`#xe5RV-4PP~Nom9;f5B>AIB^)0O0FFHeUFx)CwJ zse1|QO&^IZ`Z7}KC5=HjqEFHJ-;rn?dx}W6 zbwMp5ZFOn`wT3mxe&N+5($>d&DVK)2Jdh|e@!8J(qGX!;FYVnT zRC0~Vj5!^PsaC2gRBxWK_qnOrKb@Mz6JzO>wYf|@l8ZJz?h8WG)-S(}&b zj`xkY$V37tZHV{MmwBkkfw7EP8=(HTbvHaq_x`Z)#P)0x z5C4Td_ay(mjbSteR?Dp$gR7tOE|DnzAiOOzS3s1we^X}YN9>JTH!ZgC6z1cr<5rG% z!s4Jcd|O5O;|t)0aQC*~iA)oDQzMLGrWAGfu?Xvyrm6b-dgEKg5>U?Zh3}pzY+$%L zM!Kp~{uSgisTAsVGM14#$vciyAF|k7_1A6Ud;H-REzl7V5C8xGapl1Pp*r@YQ1N9E z-IKzamq1#3nqNr?L|${008k}}*>dBy56^iicoEgEN9+>ezwlQr3G)<@LojgZ?&OJs zJ)?IdM*1Gk^HZt_e22O%at{iBFpaa%*-{ zlYX+V@mqBPxxLcWRCI4@Mjd?wO`EDiJf)NRi#6|;cuEptU*L%s=u)LN>asqo5}jw1 zxF4LK7;(qi#^bzRzL#BDz19*SA+FXI;%P-^?J6_-NrmSSl7yQVWY)*+<@HR0Vq`TO z)I2z|_|S5Z-HhKPe|WZ3i;i@GF07=jH*7u`w=g4t%0mJgj$zz(aR`npnyp?|WWh-t zuQNQa5TM`T`*EvLHikJG04<5d3ip<`WO@ye@gj1vJfZ=_cZ~9P_qFu-A?9m;70818 z#9pvRF4A}_My)o+qj>Z(brz_x?Pm$DO0PWPjG`wfYFvPG=&XsQ@C<*fnEB;;NVwYF zYdl?=^=&}Ivu!f?tGQa(0EAAPQI_0hHnq8?eXG7IiJD$%!F{k&5=87{&=E=c%;sc` z{TqD&JKK}Be`>g9!sz#{{vE@IN>yP0toZ&}^EvN~9jc5Y|B+uFY#ux>e@&6_NLO@q ze0-dmOPto)+}&SKNB;`EQLj!0OY&ykG3MH z#nxH7r%){!sztixJDhJEv|&`*WYDm=w&vR5MK^*aL_dSayi_YMYMZwHl3Q8PL7kJZ z<>yv6iD6vR>bB_o$+Wi^PD4qc|EiDUE}M(7=AMuq3do@YW7jpk0dc$onI_ zIkC~RS`KrttL>-8qnCl!M)b-8(Ce0E;wkY;(iGbe;58=8J0ZFk_oHqBPrgDzrY9+R zhxm8a15Mu4oa5<*HDx6nzlK>YW~caYU{FASc17IHaXIm=xw$!FUqM@MqUHU~6z(nX z0MPCeI9!=`iw3fV`ad49dS;#(ChzTNXPLd^+2vwMaDUV4Q;~AmF0k!^b?f0VKe~dO zO@*dQY>ll;HJiVzU=}{?W&rJ=qS(m7wp@b zbfIaaJnNDL2xv#hQP6Fpue|DzZwM`JD7?k;otM)RY#vP#rcb+ZGZ%=5CJ^V7>KT7! z&$GeO-fNA_N($&fQHaSYaA{86>;}w>BB2$XLQN&5qt#<=<3mRdClKD>!@Eb;c_ zj&@&zT}+}4k5 zkakm8a~7KL_4l@agcJ#+cY^AZTuHh-%u$WuNaLNZgTL0*W4u=1ie zHDwRep!SdngdA=~_w{eKta-^cybkkM?9 zt^C;j(+H4f(^2r=)l_z9kd6VVD$H6v7s_dM z$Ls$zEq>&BpdXs1t$WP*)$q4{gz&M+PZF;lwVNfXvR8 zrZC@z$U}-wshV*o!KQYxwTD`|>-TCP2oqy2Pm#_dimKqUv3McP^4!Kk@*@*Ib(K)f ze5ZH!tjleXl;$2yS9WlHle1BSPqmh`CSo;^>dc4RKlYAcsa$NYx(!A;H{PusZH>fO zpZ1@wEw8PQcc?*ERhY$!r#yx`;d=h~OQ_B+=*t1QWf7I*qaHxD!{_%AuI@Sd^;SKP z#4VX#M{6(6Q=V3;U&^VM0ppqj00v2=T|CDwyEeF7=qK!?t`TJo>FKk7;=5EnUcgGW z($jqDw2=$HMp3=O&Y`xXmaApyFK~tKE46(@x{Dfh10gjho($|^SUI{7r}vvVYkrlH zRMdg77WyPqUI;y~#7)Z|5@zkXq*U%VrqVVP{ACfS+wr`rvf8b!5l;*C4LL(?)YTMI z==w2p$;(GuArw5|{j_D&XJ7w;bp1mfWoo3lsZ(iWX4?bw`dk-)y0QHtjXhSfgOA}=APxpM{}F| zL|;|+{3^5CY+)MwrUOvLZ9wQisZZ02)QobY|TSjy&|l*5-O? z6{%F+Vb)`5=1#3=NdqHL{SAuo}73OJJPc3lUNHC^yI5b*T8N7-#7EO53^K^!I znbH!>BYTT9{{^>W6eH94P)CWuH72SqzPfkG7V2wZc})caO~I&sXS#^K^2JUNRJLt# zx&Ep+;4}#ryKk%?Ga!yDQn;zzAXeVHUwXo-1l_Af`WTl>)^##*Y2i+O-2&>(zXHF| z^}f8H#nz7tGSiCgxJb}g^yn*q+o1w-76;}j&Chnle-KiLvQo+*pZPxVpuk;Rb458p zP>GB`%<^+nimniMp0?I44|o<0V3cv8zaC3=a+@BFQ2f&u;V1dy}Z4-;MjNXke{jqab=Ks$A+fh<0WO8W< z=Z14(mls|3^N#De$7o#5CsO#@v7&c7umq$u6Gp>l-p0<)#jbT)#Xl{7zRSxe4IbzmCy(?bnp1IQzq{?JQ{RR1WDE4n! zsz-do>*n!`;=-F3Ri1}Dc}OG>kZ)7UKJc`TtPOd~nVLEN&C>VWe8E?4(AWUB$e~)T zA19uq^Ny>BBoAzFZT6rOJOkfL8V0*6Hc;t>dVLq~F~q$mc12AHM9?KB-Sb zfmgjliC5hpZv`Arf3PfNeQ-n(jYEBJB`?T9U<{`c zXS490(u&=-jik2y9Zjt@NiP)#HEvb@5$W6Tj5FVUu8};~-iBGtGwWckvDFBvihOv1qFBk8@0(TEEl$v(U; zs3PpCM~IovIC4n0TCm}Fa_eD8z$#XbN)%~(ZO0*{ua&z>PAaZe+W7kf*sD)}l+Dhz zh$>-d`K_&Lh#dtY64O9IW+@{$AE^+>ZA%0&dyBH@n%lUZ!%rx6ATi$S3pHl?Rz=?! zeL(g$j(Z?Gp}_sYRQULU)Rq2Nl(1b$HoM_#Do)j&VYBCwf)2?pWH7H`yC3LW_j`re zQuP#??rDtukk|BQeBXg=*}?U>P)l^$09I<;bJST|a~Be3Tm|2J*MXa>F&PP9Y^n4a zhdN{Qzk$MrUnpRKr_hTxt;oH*TtZ-1d67zKSi*dH-@87J#XS3}7!E=#Ry<$8*b$TX0Qk-UgSfo z1U8m>Za$uNhynU}iPSvdBp%9G5meB&oXY|@219*o^Tq8}b1l_nle?KSI4Fe$tgc(Gt z^z8r2jo3ZPT&hqRSC;MLc zTW)wB-G310W=@ps7mrzpBftC}{_Olyz>tOT_x=6(@@H9w7-9<|nZmaS*c%&{6pWv5 z02vvL*9VfsUKND?+2~vr)F|GT#z4E#S7;6Ewb^<6z-a_2J$HpMqGcslVruSw46z|H{uY zs(){Wv=}wv3^_)vrczmlX7t;SXlIKxmCUb#fhSkw%z%Q2ty7mq`{c)<{PH3FbSHwO zDS5H4a^PY@6Hw?%Z{Yk$7%ugHE>pwyCT~SfcfriO#4&>0QdewKrk>=4R6m^Q5chYsJu zD@-L~Ji4!|o2n%ADuqkX*yor34hjkW@q*^TsUhbAaiW#j`IaGA4Li1u&0qa<^6C*H zXMN>)a*hAJN6<>CTqpSnCzWRnciSNI^hRM0E!<}Yzi81vlc^Z9T{?|YIk#G26HRqQ|Y(yxaefL@fbV%B0#$G6^TKe%27QMbXz*|&bX@1T$LL|u}>a>pD&={3Zr z?QJOZboK zEfj>OILNgc?^hTE?V$_04UYby;gK_UrP+r;OAQ{IzpA;vTpaf1)BN*oMvMeGz|c!l z6ON&Hg44zk?9z@X{AH}J6{tujv%VJF&0Z`|BIYmBowd2g{D;qEH_kbD3mEw(OVQmT z<%z%E6g*3$DeAMqwWl`f!^h(p9G`TZgiiymAz|wU&9R0N>xf^fgu-yg$rtj#safmYeSa&76>2E=x=XFr}&d|%EypS8t-fzBUb0fqf{ z?qBYe295%@9NG@lfLVVM-J@vwZ(#%tNIaVT(gix&V*G%!)4)*NS+?e9@(}#t5pZ## z%hf`M&lad5&YJlwm-raJKK3%w|G~^NAGErwG2_<>=}SFrUd>N0&}pw8W*}8JEvuU7ts#i-~9P% zqIdFdaO(MHw1$3fC5S}#@|o5!Q(k;1@eyIBd9tQ_J>it?XDb_>hl4*VVt7t_=6|iJpjXJ5bgXF@eHY zy4L2AuW2_Y$hnJ#ks1z#<~$gmCu8~to2YbbCHxqX*UhliFwhAo%o54>9dNw9+iVHG zk>6i7P+Hf~@u9^qGeO6*hcLGQWKwEhJ56moFOPK#O5>J058g@wS0H;Z+(%25)Ckb4 z8s3WO%MS*n#wpxg=X6${WI!E^`W*B6>*nxZdwUxLJOd_Q=5|}y%{2$Avce+QfeJiB zm^v7g65G%_v8bkj(b;5WIQjK`4-=F!__ zCvex&PlK9|ruJxuZ2g$2t61}#@Y*e~Ef)hON>#emh- zT1el%mjVyY-9V!AwY}LgV7vS zGpL~tE)jbwCSc^lJJnX;=e~m^lPdwg-_8jB_4cir;5D`CAb)=?@^cwPyg=}9jm~MQ ziD*--e$#Qp9$3@2S09xIfu83^|h_F#YHtwD%B7uaodk1dduo- zW9VMz+C3}K5eR0*>f$a^tTAHHgOp(`>%G(wFuJI(xgS#P)obZfa)^{nMihdEGo3BVI zqRfUR+$uHhY5e9q2ije(Sk@dvgCMIw|{>}0Ex<9I)txNEtqM0}HG;{c| z`2tg8Zj5m>7Bsdjn5|P7?IMlJnxV`?HmfBQq9i$zxKZksmXbk!!+zYIFWs)QH+|n* zXUdfaQ#wpNs|QPJgE3{kor2yns6+23ULY_-m({T~$=OIu2Y{xl4L<;{|4+G7N_coha+>5T&8JGuM&Z$#*A_xOTBmmTcW5KGk592)dUI{~*!zASa|8@DO;!5;YGT{%Yv&tF8+uPVR<7!M~e5Y&mS zEAemUy6;C$6e-Cz9Exv^$yNU16@!CPz{xN!WB6sc%F8&NTO(Q`h`U9h(E?Ph2WlGx zE$m(MO``b<*dBDtx#ai%W9&?zq3++mU#TRbl925#m3_}LgHgGq5LpIeO+s15GRD|d zLRm&-&kRb!%pioZM2N{YQwfPN#u&1%V;S4?b>F}L`Jd;U=bYbj#$nDl)|t=u^SQ3; z{eHdG?86=MMT<48LcrpCS@9cep_-{A>K`+ovjA|@X&y}T`f6J zR-9j6J6uhg3ansT72t_S#0Hu|6pPsm?{Mj?yt9g!*}Hm)xJZ@oxEJ-H&V!_^AA>b( z=i#nW{KK|l^YfTNuCg&(duNA6oFhnAolhAT0|PE@eVMP5=5SOnz3jx5#krO$mHN$S z4v6#0<4l^$0%GU+)|U6FzpIMv{%T*xDCMkM4Fy1g6T#FG;ke}$`}H?vk4hs^K2{EG zQx8l{%O2VbN=)8n)&Nku27vMVh@0j}2+RhdNes>i1E$2D>jAW~q7rRK-whrF3-}56(X`+Cv3==|Q477SGi&gyEt+%ZZy9mU;m zX7-M#QCdor&5X0rz;*FtPBZ1)w%ulWJ!8eX=r_EizV#uImQPXmwxndd zZ&d>UnBD{+Bv@&CE%cuk`dS!#hWEcswCu+wq^@cwWE`wkM4UahpA%fD!?zwx?!PTM z&^^YD8j{`!aebpDIl{r&@22Pz(v zu-pVF1?d;V?DUI!)ic`cNBsBvq);|z-8@amql9z^s?}Nh>D7Dck)-0%Z70Wt=5)t2 z(XqPE{4xDh0u^{ z?uBRkU#Icb3Dk^T5_mxin&kRv>6oc7;0+3KdhAv-&Cp+;>0DgGY~3`>!3FI1?9P6Whw+B-k0#Qsw~6+Xk0)Cch*go=_5-#YHL*K=`#Sad z{^aW$bB6!AH~%%r|Kr0@XyOC5g1PsCky|_epi1^wWl^8%<<6s{yTr=p&!`WNcMp^? zzLciAq;Uq-hbP~*mUQ;4VBlqc9<7s=;K{)Z$Q~x#U%VlM?vmjV9Z=8H@WRp5yjk^b z2d~Nq4?M9jO}#gM7V?2s3>H3~$xWN$fR}%jG3v~<_$#>b61(-t1*=^cw^bUx=q#x0^{7ub(`Eq8{nN#-q z;<5Hgt~KWH1d*s@f6eU5;P899vV+b{!z44b??*LC`D|Irdz@FAM;hsS^@HJ`=f4R& z%uz@$K9U9u?D&Rl`VJ*8=eJ7@oQO3K@I8SMot~Cgr0icFZa@S;ZK3TRCO@cJH)>w# z!;48KgndYb6UEF@0)n zabS!!>sGsWc;L46rjvH05@697^ThxIQk>ES+w`EsrtgkD&Zgq^$xf}*j{07?sJ-1! z+dJ#D1-OTI0$W?@PMyk3U;_ZcS>LFZSF~Z@(oFo(`(0v%2QHErhx}XJ#synTyb(%l z{OXnT#}^j3Q`~4hwN-Oy&0~UvJ>uKXFQ!?f6`dj{#vAMUgpccUZR!kdih}d0mv|Nu zZWHI|U~D)wZ7xALyS-&d@n9Lq7mTC-T!zX;EB4Az03Q!6<>#; zR@Q5vRt1!jr8HR@y#@m0UH~Wvz!Ez1zwAB0GPj@5Z3evL|9=Csf@5BB*k{UjNq8Nu zF1=I#XYe(#BK=y|iO6}vL#!L0eFhMW0)UgEJPeyEZw91mO$XiypOAl6Z|f!8%!0wN z#cM@`*nx?t1UFuLN1t-}5@qdcmMm7M9hw>*FR^ye4XTwV|0IJs98h|WqthaT8XlmX zdw0sztKt6eUqmG^w_P`fT}K{sZli>-=&-m?8GatQv48~W5K4z%( z+0IYYoNF@Toa>fSbe0S+Y$`LbDOKvaFu893CO@T^1_Tbn51*r#6Ffz=KM}_+W28ts z`x&O|a!;0?$|JMC`Z0X;g)}EgQ-^^t5DzJx52g6d7F)btc@#!J)kK&@n8r41D#_GN zx8QmycOvB=ll>2Fh*w`_O~J)n#e#@!MaC2L9PzEnW`4+M&DCPdBCyx_`HwO`H?gyZ zeobTBzM%76J#zAK!?#dr4bxv$<9PL&>#U^adLA)~yE-<1zB|Pi=N}=4ysVhaQB#>h z>+680&5nOO>Zj{h65en|zP`Hs`?Z2NS~ihxfuO zJ8F7ssTV;Bv`;pGRN-`rd(BjRH2Tr(EAxwPMpFSkqi3%OskQ0fmaV*XbSrV_Krq*t z%~2igYt{<#ep{5%`LQ~Ds$7Bh3XyT!9;+-r?g*kzL|*)C@)7D_#D!6Ku}?SO2GpCC zR~)mT&W3Ka`O5W>scC+OSV+*}J2La$v&|vq$aaxDs3U$=>BvB(EMFG{j$guPuE@qb zoe|XpHv!YYm+m#+K3{~g1iU$hKa&#-0Q-{a;zo|bfyC-L`4@L}lNUYbZ31q-G>2+* zOQjp6!TNlvw3@TKRJtDkWe&S1ME?oo>&Ms84%%;WPn|`ITq32Kccc3K4z2-<7r*10=AKo(gUR4PKfUhbymkKmVo2_m`pUND=$hbXcWEP6uycSx@Ij0c@>7UnL{H^aN26 z<6XS0n!+!jSH|YrwO-jO$?Kd1qU)+cVmBrWdzyF^IuYdGzm;NmfAkInutzG|bVuu`eRcGCalF0Tg|CX_e@ZnR* zQgvf8--rp=5@%6a?!P=P=~SMxnCGqQHwo8`U8Y!fr5*7T6vMyj46uj!stzL|P#Bms zvD_9C6yjlw@v{F)?A5L1d1l(w0v3@HNT#XDWxo_e9)Cdkk=SZ8ZyIqg=lgX7R#uh( z`>WiDyX-7Og5UKmf-)UwX~!W3ij6Jmv@B{CKslVwodX-_gM z^a&u22xd}XK9#BCQ{{lYrYC=z)oWesyS5PI;+tm$C2mi92c@ z0??!4WM7V=-?cv?3>&lrwFB8JJf>)RiN-9ghsJ?TvBOQK@lM>QT^)F}2O#kc7`B0- zU(Uf|9fJGUaT{82^*CtZs}H60K<|cvw+TQ7L3@PMJgfl|*@o=nQWe8Kn-K}Q-bMn4 zf16@fqBdqnr0ye0hxJ_7H>gYdeKbg8PHyg;EkeqpXBwF<*k9rp93H0`w#cQ^4Q*FL z;o7DG!S+!@PqIo&wkhMkiVzSVzoP??z6J(hcG4YWaVln~BzO|)Re7S)=A$15ZToLy zJ#5{7s_oN*#$(3nx)pGn9Q6JJSrQ;@u8KC(1Us#+eZFIGi7&pGLRRQFwW3yb8pzPA5t}VSt+y zH94WID3)Osh(exadTa-+c&KaIu&Ld8yN!Z^F4*Pt(Gc?~r?mPXaW}TNhfBJ6U|}8S z{BQr%(03Z4XF5*D|6uwXY#CstEJ2}%;i^N1d$-^BbcrNz&ohi15gnm zi|a*uSq-h*iC13Q7A=(=<9lD${<8ItM{oqsn!wsj=iHd}22k?FdCi}+HG}i`?^(Wk zB2YlCx|LRbK)+9|resFKBseuHhhOYgOX#_f;&#P)v1Xwrfe?B)-Iu5JUG0S~*<^T* zL=$!-FRwjX)jEJ>UchXp?(4NgQ6k4cCRNh!CvF(j#br8 zT~aHtXz@h$iyyE%Xmq$ZZ(M+4OJM3tsV;NPpkb1}%{r87MOpu>e%4i#W}uZ79U$0> z0!0I|>5?;iL5PF|{j@jHMzKymMjS!R`@Ay{Kpp8tF;_&UT}WO*qvPg{V(S~qz3V19 z#~z#3J9p{k1qKa}q1gyA)bb-lO;@gG7rksOqjLA_RGBcoaTn#2cO%vhH2$iLX@)^u_A5_T_PE6ZEdK|!N1;#7@k4(p ztT+lty-%J=ZMY2Dy6Vs&R#=I;znmlF7MLykO?P`S)=)eb+c-aQ>#3Jsp(`lr_;8LQ zwUoDSi9)=@S?lqdLr00nN)+wJy?$P*>(mB3d_`oZOj{Gb;m|aBLfN%JG?}yzV&Jzi z7pG(GU!)qiFXp$`-7l3-H1++{JY{M9lS}$`Uz_lsa$?^|Yjhr&k|~lZ{dM@F?lzr_ zl-kB~QEq>3O%jm}iN3`D$1^3xBCz^E8i(j%&x84rANmjko5+Q)(z4bJlp&X20@p82 zTwB)Q;djd&6vsh_4dbD2&29LnjyBEbC`7pVH5&?T1Ol%>!mYo4bMzqyKU@~F;6IAi z9v+WABtjZ}lp<*a@q3*%drpY;F~~okLzLs$%cv@umzsa_hv_PFU-b=)Fb+^R_vn{# zoSz2$x`M})e@SEs701BlvnBO_c7+GCJ>adI@>-z^O*)|aT^5N%@V*)Q@|Q}vC`D^0 zOEf5f3?E(;jgKg}P{J#_x8cy&n_eE<)Q9PDYX%3h5?xMiC#Lnt?p4N!n9^QGrZa!# z3`;vw=th%6&n^ z`HaR_9DP%_N=LNWy}E)XqBn9|LfeA;5_oh5FL`t;``h2 z7%Pw@P`h&q%>iY$LLP5dcj~=|CP~d|f1UE1AHJYD@Rb4E_Ed%rjB{yP0y?uHzA_=fvUOQUyXGn1Kc#_T z>q~j;J4G#iPJTH-A*H`7U3qMDQ7$TQr!e}`9pP^D9#Q7=QlqRd+A@%x7eLXX0<506 zpdcOVl9xc%j`ae^`o_)fO()4An8etwBg+t@Rzt8v{igOwl~p2tIA$ly?zq+N$UwE= z<|DM@^4eLNJcv zGC-yQh70?O2e17HgMe9^F5vB=oaXy4t<}GN?R&fCf@-w6&3AjO4@`HSs~%>0Vbaq0 z_o5=fTbr-6aIQ^x?l)aH-HdfM71Qy%FvYuD8;|PJ6 zBOl|v+?#Ro33wD#ckW zRzPn+%>GVoV@Lm!%*J|C@fjfn#L4-mgTkq4FDfouGymp(FH7?_*Lg%wGs#YSZ00nP za$z9n0JT_c)}!_M>E18=oFAy=zV{-735m*ps?B4?zzxt>_{k;cu*fhs9KUusU!qrb z-QBFW6P}m6er}8$nlBXFv@Ym68$!Oo>(=>TNCi%vx|~_vRap6`RNl*@KUy{-oiEcv zltwnn+>&LZ(ig}Uue)a1DPCS4&+Gass;4!@j7|IXtej`QemSmVh*Y@sJqZDt=!I?B zz&Q(RmclLHxZWPd3Mw8164m>|@S&&`DZ3;@*gdhuOz6Y01tYXH_PJSRyH2I3Xoz*q z-&%_Ah?Ez_YF=SBkahB>vK$&mUwG2oT)XHDGi{dyXW27*SdtTWADk#HO~rTWBD6mM zu9l>NcuSO)%1naTAow#zd`mCjw=#PkbC7EzzEefNZOcK||FsSP6`Gii z*F0|<#{e0YXe$2%KZ}pb(=L3wtI5tcBE%3Qd z+6^fMX zJ`_|~oMW@o%sP=H)xX9veiQt}D|b3N>Gc-2^bPyPIj>*t52T-D>%=zUypIcUQg(!L zwx0Lm9R{uH95m3;E2EvgJsip3mzsJ9KuSe%i^S}nsZ!m{R#5jwE#pp+v1%NleV#|Y zsl3bzq1;{qDJ`nfsTw6Sj*{|HVmtv81P)~yR11~}@$iG$zOPTdA*rWD>JD7RIoB-$ z`G5u5fz1O0HV;43(yB~(mw*375zHWP$kR_{mH36DV?taX>)2rQ$ zeOb{K)o-h0^}k9o{sEwdN7PgV;^YlwXOurG;t4?RaB9LjlWAZ#e0TS|uBn}6;f-Z< zsEtOqJqc$4yKG~9wQ>V1a7eF=aNjZF?WIF@-HTJ159nITrs&p`ab*BslvJ_|KC9-~ zWqsH#u6E`a#y~pVYg|x4@y2lQTj};UyOl?D-?z~X^^g%Auy^!dbd{vJpHn1q4|6OO zb@u7>>qFJ!f%7#rdQ#%N2_n!~oHs^K#|P<~xcfByx)Hj#8p?QEabtpC#62A`O!{>Q z3ezu_Flq9lPqI&D)Vd1CFCQ;635$$`!-kOZXVTKj<)SNoj%l5oO=dEK+Y4)Cy=>it z6Ltse5|J&V8&(4kdnVRAy91n|h)rPDH2AzJd|Byz^4Yhz-J=+$X7UiwC1`DJU0z*X z6_>KF!i98pJf#~}sZU;G#zd`bm#k_Oh`79-K788LdB+3g<~T=isP%r3wpkXn@Sy#78{#jo!u@ zlG~-BdNAIIf2cI5H}}F^qz&7$;k8B1+V(wS9Wvn&LN{4A0?wV(VLP zTZN%NWO5GBWOtnUjsRh>(xC737Z}qcHZ}2_L5yjL&2BpeFdee#uSXxx+ae<>Ul)Rx z0)C+zH52riy;J&LzeC&kmOgfsY&M<2s#M9d)}Idk7AIB7PliVS@OKoG1J(B@A^ax8 z+6v&2)=Rygl!M2=l1jGDy)V1}EQJ}*!CN{#A^+tj;EriTi~>`d%Ar9&g_ue2iSc;a zvOqJ|H;i^5wl`XWD9A;JONFPqg}XJ9B{5h5;P=I>N= ze=0b(ou9ZkKOqfOGF4nr`=W4G?q|aldm80EHS={;#NE0I_kPceJQVd z?{I9qTut}t&P2$QO-QAnX=+ zYxM<)S*^ZJ-17tZ|E-8QW_=GxYzFc@$nt0Urrf=$EoYyQJ#S&JYmfBEgHoYSD^>&i zdkChf0@)P}h;(1_93frK>a3ok&O~j+52&^9ED7fQR)E7^s6xO1iNkcNr6V!Jweouo z>k(YUhVT|brImGh;)8>_1le+LNu8Y29sNWtUgd~to}hk*xYlO76aLvecf~)P0O_RD zSO?=g!z-#Jst@L@CIJ8+>n5@tU@o=)HpW#>4vlL@>UF9rvlGu*4%ehsN#_2reLQ1P zbv{`kwWHJM7=xkw;1bCi$K!2g!rvTW*I_O%Xg}rBXzoM=#WY70yJBNm?S&FW4S@>F zb=CzsIjI8Y?J?G>bEmr}egfIE-qgehzdRfzE{-!q_VFuiqx5=}Mx?DY(pGGGyXBE`V-3gN-F-cen>}n zRB1CVi)v2)#zYCC++?}~TyHm7y1oguPV-e7<$`rtUa|>WHROua;J9A%gPXpXW zvrA1_7V!sGi$d+K^n#XUekoM3RW(eYaC6xVzK*i=}IgvtJ6-WXT z%`7ga$5EzP$;0k`bud_U64v3v+S}aR)D^9B)JE9pp!>pAJBzf68EUe7@X{<@n3O%CVa2^J4y1AHUm&X21$287t(eJC&Plx|UvNo+&1yW@L5Tu@G7or`7I2H8c)y z&0e=2sTXu_5ZXE6x8oxdZ5L+{$U>>}3PJZ4{#aKAg6G{f8w)QY7dJL0&%SL&WEfEP z(3S85 zX>kY!`B@35tl|I&3}6sl^Ekh~7Ph=UL1erfzB%D{&oUc&2V|aYpxiJmT}h5Sqz@i!Kizx5oS1x`5is-4_m z+2nc6_NgBh$e!cXl1W6B_ZJ*C2%a;-Hyp_~Uw0~@#hip%hy!mgT-xB(%y?t(c)R%> zmKkj~droBNrH;) zj7|77735TVT>PB;5l@d7=B!-5cBF4!-~&9Q(VSIy_Jq5e3-fD|YpE1Df0~ax*I6e& zxuQ4FYj;7ttMK`o2}6%WyLx;zK;@#=P8xCr6>SoLY@{&`Fz}Qy)z=KVR9{^RA2#nE3tf zy_|$%jEJTdnwnYK&foQbCx4>vO=WGPs-KQ{#@4Z2hvVW1t)2q-RQ+I;U2BT(BI&k z@|-^HxPgIz%H5_L}H z)#8xtFw%hsIwHtN+jT!8{KO72Qy4P1ZZcoXRE*YTx!q9>zwW$1m$b9#cu8$7K0=p# z!n{`|Z@SN-z`UFyPhrXQyI0YYW;{}s&=95XD#Hzrny5P9VK^B{$JVE00B19l!>u;U zPeT?IF{=OjJ=8XG<9z3N^wwFSkZWT8u|~OeYI}UO@rW#ALzZ@ibz0Lj_4lG8nH+3B zLl0wEWChB6`@HVF#~#>1q*Dc&m`UE1OEE>`RblT(CzOzmi>=WkcUai{hVje~zNSw+ z`%B}0Zor8wvfFiIjtvl-X8^S#&?yTqbU69nLd~R_0p+<(VPtKJ2G;Ge-BG$ssCQpH zDVSjz=CN5QzwT$a&Eq-{Ir;OU&h6TYGZqvp-8V-pNYlRnKXm_bFSGM*cf&Cn{c)9k zMe%&cmv zc-DHwz3@4{9Fmhv3$9bEkE>z=OEHc=&v4`eWb+-0pausTprtu|GT#|MZm0+5axr0F z&|=X8D+{7;*G)d?z>SW-tN802++*-J=wK);kh(baD^pJsVp^D@i>;5&>buf;jKI-1 zu(+wE8*+Ke;oLSHwrXotVcD^bKEetvygv-cv@L%El>NAw;$cj2XLHEtZs2p~>ulc} zyV|P#tho7yblKTQBASek=_&&*zhJL*CRd(c{$=Awa2X1cKT}?Y=NH6n%X}cm%)Pn) zq@sTobD(4y$n~IbeZ!S4IkXq57L~WwaZPk3xoGm%((0E&eDGui#CN+zEkqN3sc6;d zlALJr=%gBT58#^sJ}qG9i5R^oHvc(1)y~xBC~@hTrZ8Qg zS+e9*KkJ%_;82no)^Fy%qhtCW{z{suIuNGT*cp*YD{h3eC)wM4R+%$pjDZAtMemMu zYFg6IwV5a}{XfOF66>IB-sv%Y(!#r`ReHQfx7PSZ$#NMy$4}Liy4C`2>Jq8P>Sau3 zp+UVfR-vW~Hj%dTTEc~pJUJE6GE3HUpgP(svDHWuz&c!#bZ~O0$4}Y^_Q>++EktTg-z~}cfmM>-G45H| z=FQz>4LEl>N9|O}cY&IqOC{fhk6J}kL?*IE$AXxX%DCA-8PtZOznks$*01(Ww)#?l zCiEl>XfBk9B=0Z1?Y&nj0>Fa&C*sP02>B0;ta5Wdo2~ZrnN51E#c}a^0RJ_T_Q2{J z>8M7-b*|?X(-kAbp7z-C2{fc#&FVwi+s@6hGgnO*04d2!JoUiLF)b6mTP@aFs*^wN zM@iqO5)GMqEEdJxq2bA)=j!|)-8P9Z_?MWSa{a6LP`~@XIz%uHK&_C$So&qrh#l+6 zPAyaCatX64I(EVAef+PbiL00RZ-6t?XEZtToyt%AJX%_Qz&J3U+Iu-fXoAYc?T{mj!9T&SD3O7U!{ zg8)blGLQpYSy|-RAtMkg=qkIbCX!*49Kb4GH99&2^`cK7m=q={e2-cOHM!=r*j%d* z@wnO()0*tXF*5r(65N2FUceF5Hudl`B@x7Ez|4$t)fh)Whk142AK>P^1jldI^cN&q z-YpC zi&kJqk?y2+#YYs4$yBPe%{_K2WlMDmI!#^^$McK=vzkzA)%GbqT%)6X@ua<0uk^|} zY#1zj2b}X}82%~ZeKaokr>#vy^nkl;H#^F30vgfde<@PK%WKxd$Of93c00)|Cn1aW zR=j9@c`4WdI2epj9U7}bg9}Y;_u`d`RbUZO*Ok|;!Kp2;H_NprQLOg=&4t7E?5OQ` z6Y79O&dI6$d)7N@K;0B%eIo|ljc42KYX)W`P~?T_q_Deyg9LsL1-Cv#eHc5@&Ir@;p>_xYma^3tz$Ve74rLwA9w zfJpr>OTnr0*Yc=igP(yv6v)A3&5Mu5$Q4ReK7QP#z4B~YGS>dEM8d(oC;4Fz#!WB5 zy1InIb>IvGU%IZKQGeuCjn*ccP4c_HDidS+>28$Eo}y0f<@{~@krwiG*EB)a%b3TE zVpWqn64hrYA`8m5w;yP>6d6>;YX&$HlW#CUkykL-Lu&THGm78nm3u3D+j?%Ge+x+n z_iowV%${9(0m;&Rp)S(UF8Gfr%X~oCL2Y4d($vP1)?xK~n!##q-Aqb}&Iej%*d@o| z;jzvstq;cbkM%ZebkeDRa(l56f`K%aDD4gsH&(1+-n~ubr`Pj&#QV}0g;}AfSGp?$uE1m`o01FaP^%`*ru$O zoK?f`=ZqPL+ush_n+LY66o;lU0eXG)nPP%(n%iL~F-sT*-}rWUO8%llR+>G`4q>;) zY}(G?TlzOUF#JX$f8O3q)J|Fb7iZX?I*+275|E4#%UY-WfpK`zx)^WV4^N?7is_^F z#o$A$^3Gy2-V<^gBU3$!^Ml18uVwYHnu&{VDDkwWDEmeWZ0I{;PW}9gp`}3Zr}eI; zz1^W4>%Q_I;tz`#d2OpZRm10Q*r@2N3e_627>l=2;nr;yAbPH zt@1tg``XI0UBGkn&(Y5h2(62yk%u?5x2;`)#lx@@Im-WFWKpM-?thp~r*Gd}xi%7f z*IJ?<&*wnvL_d)-7>%SJo;<) zR`m8(sMO7Gnp(3PNe*QQgT+Nnb}n9f{rhWL?WBN>4iI>_jS+li6$N$6EGXW#*+IcP zTcND;wwv@l;?3x(m9Z1)A|Zu#aic_B`E$k(M{N@FGwaPrQbj%L-xsj6KxJ~$z@cf2 zA|Rrih9S`;hTB_>^xA?Q!SO>$#8XBKB^r*U--VU>l(cD$!<_ekw1TjtCWTC&-G+bq zI<>>}nt#95zUOU2VUM?I&UMH1>0kdXdqSHIfbFyaupQPL^EV2B@$D_HA4|632d*vq zd8LHF?_(@KEev+-{cxY@9=YRTXD9NJLb}SXi}^MHdvyQw?RI6$O%z5kiD?ce=T}~C z-vC&So%zf`-7y?NNsDmZ&8Ja5%9PizMh@k6OJ&3+olG9P4O4F_s3ec^4aUT(?&xG~N>umyR}b~LOLAGTL7?T;OZpB6i+9Fak%tx<4)MAC7+<<*Ui;P+eFpI(vPGEQm@1hT_z_J%|8-~YMTFU-H3 z+&2WTFVMOwwh?Y?ewDnV(~NVjAs;vQ0eFcg+FWqp$-PpuUEp9_Azukm-=&P#%jW;M z)E9iN31}v!0~_8>lp7Z0I1lhuygwa6UNGSYK$=I&6rzA+a_2%3fS|!qI_c@iIpnii zrFe&iV0AOEi|_8wY(hdq?EtQ}DJbwGaEWZH=NxDwmPZnK4PQ50el&AH?NjPN!x=rC zGMn*-qr2~CxY{(AnOES-Yn;76Zg2hvIG9~#zqgMk#G}w%B{qpmpF@J`Xut#s=18pl zTC%iw;<1CZdKp>^Gqg0T5(^xfA*m#P3j%jIjgHHVO{tgt^qnFr?f4M3`_POfc6Xy0 z`If%x3|#UDv!!9lZFOzo))9`IuvXGfhqn_4Nxp`Im{~EV)pC69N&`5%i|AY*R0d#8 znt*?T)BDOJUM;BpDOeC#_ai&!<7LV(cTC)IjFP4xPp!j}es`}OZ#PA5K0YFaWaZJr zO)@V;*KGoE2+JPV_IJbmRi2>&Ty6JnL0|U6?t$szKNwgf}t|^wZtR$b|c>Ze0%zj1|1<%x0_Uf`WgqEVAoG{h^BMN!>^!@S0h|s1HIw* z&ylU%=Nf)#i1Zq@GZtR%0;2AHQG`i@|Y<{di+$JG=7tx zY9dQKQHLmQE%^J;4p9yaYnKxX{24QyP^t1uI9JOMIsKMV+TzTQqw#(Sw_1+e4%)SH z*uIt*U*EZ&s3hMNuF_=0PdXXLq|Hm-DC8^8)|_Vq=Uz)g7}F3HWzkjKmufyY?d>e2 z>$nR?GaNc32GCv0-#;VQ&VQcz_-7F$StP*>I#4pS|zM;$w2U^}7gE&A!Q z!)A6{*|sz+PNJ#S!B*pGuULC{9^?st->ZV0l!HN(SNHb2&QUk_fage^90e>F!PpCQBlgqn;>8j2ySOyY3Ephqs^K-6f_n~Af5`DAA2Nvt6;FN z35dt(Xz$FWvN=R?gD_3H5r^vevd-U{-{6gO^yfV8r(HJ^su|!7Kuat{Wb(9vKt0O~X_FKgN z@7rDj&=FIFclhej1eyPB(>)ZOjX5wUFEjic=UrPE^acn9_{yIbC-4Z|)&o0bH7d5L zw*IIR!sO5Mm)h+*Dp>7NJca_y;l67ZI$oKdao^Cu1@p=uze-nI zb%qftXj$P};>ioH!9;3tFDCAk@8scIQUh^1<_os5TCiWY5ZmG|gDt+7qke8!?M&?V z<<^__KFJ$Lv=H>6ilT<$j=X57pp8ePMS6yqmpY(RQF?2FYf-g&t<#hbXH3A03qJk>b;e_yS{t z#o!4heyVj0@g_s6l`FJ|d3+r#RtG+h_td^*hLLXx&R~X{A`xkwy|Z6ZJCi=|&X^jT zPxXw=zxyQbR9);p1mn!?`NYu6IX4=(CJTpJt4nC1)}PAD*Y~>Ct#G*hNkrQN6PoEW zvNmR!g2-3h1dQzM`E?ys{_cow^Wl}pp`t5NZQ05^2x-lQK-On-^y5=|K#{jwvo{yD zHHunQKpI0Q-!;bbo!4yTuV{ZLQpC8cdl&FoLZ{{xeLb-+cXS~+&XY+MhiWfXpK#&^ z*mK*F3_zl=GFUYw#F?z$=F1n?y2W)hKPMHQ6jAkROAMPl00S6~+A%l%Ly^7Q=|fZ9 zY9QSfxe(HfAy7wDl#L+@o06+7edYp>r5{O7PL}Au&<;2PJX3r9!{=LV4bf&q;>moU zpI{)Z$supTq?E7F*v|o;Guf!lsHp@QrJbPaz=^xWD1|P)3T~z(x(~OVrZ_#Vzcf?I zOG2Dj4?~`|F7U$nt3_%L&h(FH@8skn#1%oz>2rW@0br?9rjmeiZRY)JNm;Suxsp~6 zMr%uHtJ3_NKXrcYkPwhti1+z&T3Fj9sa4G!JkjA?CzVN*H8FG^CxYvI1Skss!z%xG zd;GuOCv4#UWkT%jtXpm5g?W>=_6EaxN4~ziZ#<-LA#b7BH{>vS57JF}t*4hMh*~I} z$8{PQ%fA}id7(Vf%1^@ZKxOgspLt*0jK9X7p9o5XPgrtGr#n;Cg*J)#Znq{@3_oM|wVV0GlLIGa{eSRhgPX40`x50u#_&{imZs9AGMZ9n~;=^UXh_ z1g0}G4HN_)UCfG45F4?fg;EJ0c|&&qUbJd8b^FIwse^f>O|HzLxibxfZa6QZ(S0tU z)TC=Vvj?>EN%Ji9hFM9%_ZybrM70N|Z!}FY{>$Yn>tr0!F(`dDq3zGj05LOihrLe^ ziQ#{-3yY0s{ahkdT_tHY@7}LR3==C19M1?-zV>shB@L~9o?HcYrubixvc%>nAJKGD ztG{ZNLCHz*LJgOP8R{(?N=!F+IQPW#G7ed0^MCvl7Mc=ZtJxU3Fr$X<^|b3u!iZ-t ziQ1S=tm{HfQs~bupMmd`t_Sw^w^#Rjn@;Z_RyEeQQ+X$d+yfFe9;L?UgxgbJ&@=9; zKR)$}3?ViizK^O8XgrJ{4PbV+bEG5fx2^Y-fcMoKK1)MmHEq6<)Ug`zHs7Haz6;o~ z8YTUIA9Y64E_++Qxg&k%c+Bg?M zONl@vH{?`OR}l@UKFR;X*n5X1-FScFm6dgudN=OMU0In{n&Lu5D^nYe%*s@>p*X^g zIB+%9oSA!oCgn)Q+!M_#aRE6|QPEIP5l96$`g`}ef1l@he!qX7um5<-<%JjEIp=j= zuh%&zk9jt;>MDc%b>B}CNcjRQtDtd22DfQrAG{<DR_ZvyXuH+3Cw@zMO zT+OP$%~YjCmuEe0uDF;^aAZ8`0M_h$OIneqMK3OSc3zOreyUp@2HnCJ$dkGrvig>u z&(BJE=Ug+OI zK%T01wq~i%*#<$K;Kt@nT6PuwrN=)wn_&PK9ys^IKW! zsuwalW89?py~Mc9m>|3l?57^-w6w~umeK0;XQha)5gWMv_U6)^y++<0z|x{+%WkW?DO^J$DDpI0p`?P%&|Vq*I=jeKAH< z=w;-OJe107>m9X}l+If}|86)T2!Rj>A5VTU=PH7(UKFxI5N(X}D1iJ&#dS?$yB z@j*(n+=N+s+4|*uPi}s=cGdXo-J8Z&HfW|#<+X;IhugprPW0ULQUUo zvxJOllp8`g*1?%4cbj>b^Yd++E4zdBEq{a3C-%K8GB;Ap^4UBL8?T~*Z;_*+O#x9-$xjC*d7wb}WSKe1L;tFN#Rjc!~kX+1`9QPiI0!aN{3H{)Hl6z6;IQ$N2>UHX^8FgW(bs|&*0c|}(cHK%AkO&J-K_#8 zPTOl-UDgI(WvX)+@t|w{6$(vH^|+Xz31c6B99Eu%>;6z$E`sgOB%Yi8am}&H6)5R9WUV-N)%|uh>&aYQ9sJG$RhRbv4?f$$4?ytQN}C7Q{0YKA zn`@xsEijDZu;p%fUMCNHf#$BOPP^fD?#+ zpnL@q+Wtv%fGe&lW>9?qzZrx7c^uS@WyXVv{ zMcE)sP?jYx4LKdRP4{0Gr|M6oBoYz$3E$$&VaEku1M{8ehSTS}i2fuy%22pXoEy4x za3AB748}%yrRl;_|HycB6EbLKC_QpQ|^r8~BHib=dG_ElV(g#EH?_mm6CTid1wa|Fd zrrUsy>?r5WI=2+bk0P9F2xMx_-1~mmj%qzP&l8^0>qMX|Y*dwSsOZEOowDU9JA3=M z`M3S|?UFPHD5%9Jad9Q>gWCs3LWgb4r5RpY2PxY6{VB($d(J<{dFHxH3-^Y~lkW~s zJN|{eREN^$4Juzsh3DH(wO-s#oq2sR)97L*R&0hlFB#`9oe42x&E@*NE>;?rpxWj$ zuf)F)<1wHQNDBCPLZ@*PMA~Et??LlWJ`F#Q%J@Gfm!3Nd?V&pDNatgX5xNS z_H?gCm)q`iyW9LB8QCajmxdW)>9_#AxEo$kB`r@w>WNtdY}A08DIx?vO! zGE9(k2sB+h)~UagQSUcRuaYZSSm|H-9B|j-3Ha4VwqHY!#qpj83vr+=mH5jizqn`l zOtd|AI?o7rOgrCkX3gs_@ePed`uab!5Iw!Pq$`YBM@6bV71$@hqObq9Jv~(iI_;=x z6Z=$KU#q#or@}-0W_Qeiq$3HD0=ZQ0&{FS@5QYpOi?D-CCswT+2Lo^n+rmOW61F6 z=;&%1H)3;$(ly;nnjQ1-Uz~ismw&>bKE)BP$AbK*`xPQFsw#vFGA@-1laK{l@rOQv zp=XMia0ey*Orc8+eesMqzJgvN@vQ$?kjLB>oM+r7gbHsjmO|(+J1uSoozjb|($JVt zR7G1Sgk+)TlxyO6wa;1EgJvQGC=Dh104lAD`De{BD}^$ro3fxYaJF1~NoG1dv$<@q z3DGrqSi7{tIDm+~HSm@aav9hMBh}%Qs-z$FW80DiqRRKS>){r(F*Kl}hR-N8y!SaW za3Eh}p@99Q4m#p+A^E^>dc~scOLn0#xI(PlKY3+Ozvu){JG4D=nH2Z(4A0;cwKe3r zV;C@&e|04=I9N)0wq*V8$09^r=I#Ju`TN!~_vH<|;5RO(>2P3M(1sxNdk0d<1${rR zPD8{oBn58}n6Dcj((dzY#4WzKbWKV+c%Z`^nH-?sC+#qQ}?+Rl2%Wj>0C>qADq@s$|c&2xH0j%)g-sDR(SLJ^(ndy+d*p)>sW+ehJtqy zSTPeW<5?TG)`M6ts$b+~PXDuA)c8}Cd{YyHkcqQ-fNt>6ZIehi#EADsyllKNd_r3$Njb9mD$Jdh1W;n;C56(lO?%h2!yD>&mBK~q-p9bf(4g)zX%q3k1k<#U@ zo1IzMP~DDI?P=FG5p~bb{=#@yYjIm0J0Vc0CSl(YonQ?f6MjnZe5N+QzfAualk`#c z47~>UFI@jUHz+4)zg|EhZtSKSuy>d-@9TW?sgv^Ey_nwJa$)4HY}Bsxo;j%G+pV@T z%xp3QqSTtCn~74EjE^%nkG0jFhxL@GnUlmvXt|HtT|4dv5_jwc7~9sH@cwM1X}hCy zyet@U8iPHEkoWi-uL})b_c!+|g2XOfW#-eH(l50WABFxswK4S=ui8NKb=bR&sc@QQ z97sOy`*^-8WHV0|Jw(PYjM0Bt53lLz`!w+5$=?Mg_FBW@lwln=^AQM`0yI*{(f)Ya zUo~cT{oaukw3?xHoK1@6Tc>PMv*o1MzQV*M_<*8!lLK zwtusWfu=$~P|8ScRV-tH``k!LY-!e0JsauNrU^jWO#4y8twrDU|wQqolR*svxpJLw?RlS({PwZPa(*RejA7 z{oYaT%Amp1P9X=y?8re)&0WP8nlE^M4V2OGjA+juN8%TFo140e^Bs$n4G5QcaMDiA zzt{NAajG58JgcVu0M%R+kzMp^`AFBTQW_?;$mo3cTpL`*xuw0H zcRKTkhz-@1BqbWJg;MUloy1NxM3Wk82e29AFE&l%w{nNriw9eHL9dac|2+zvvjme*PhN*2xM-N7CXN-P3mOiFR9vHJcjjtAGqZ$ zv*M^mk>bxF7E_iqIzj$QrhzlwqWXGzn569K?p&##4w|=ZvBJE;!zKDlkvwZ9J?d?0 z;HNghYV49F^#Z)h&F-#e$Jb|7&onhPu?~??JrWfYVmNFp_A4!0_kDL@aeeg@Op-&? zz%v+avhnQ(Vz9j38E+2&OLxeEwNs~y(JK%4i&$()-p}ZRQ=P>Y+B5gbTUt`0%lA&$ zAwbHuu|ra`Z5cVPZ5zWk)d+OT%+I6?#hEB+a*uOG-Q;3+*X>HB7X?7izR%zHV_aZ9 zNMHkjiAwqFG6T`aIZZ_ooy5XM#_ye0dj4FB&(jj~QVa)QxS2j)^NWj*yo+G}WjR~z zC!r7-=*05laxucqI5gt&Kc}K{Wd1=J``y~Z%0O55!ky=S0l~APzIbHgiX7Io%2GFR zwu2LSJ)fo}NM3KSm4t!=4;H5+vchHHClU-#ocggqEf$e_n0LO$R`b69Q@u`SwM7f) zg>CP}#ko1fs^~9DBVn8y1NP~*l1n3Q2NUIaxu5u2C%R_mB~a)N;b}y_RnoSWAT30) zXXt43kKD2GanWXXjm)d5d1jRlFNUjZGKiUex-t<=-i$9vS;nxt4}^lBs?*M%++NR| zgDTnm=+9uTKLFPU#r4FL@ALhvtmw&DPb@K1LZ@bl zJAy;98^O`RgI$j(-1#A|5YnulS-A6bTI(y6>SNALfALZuI3dfw`FIo!6aTA5Z)`A% zR{h}r#Ml3_QhrK*3bbJG54y&OXHvC1dZu$a_GXRuRYGO(%%-!bS<8at8bO(uo53K5Yk8FmHJA6+iabg0?XgT5%Vpv6 z9Sa8u33wCx`nC1Ddv5fdd6Ii~qRmc<+G6UPo}dmoT5$D^FC=Kb7?`k7U&+%@h zP-nup!Uum<{@mPWeAxE5#N(>$G-2jPkLRLml~i^(7!Ndc;dhoJstv2R91(L2Mw^81 zXccImOW4mBE_Kkj-pAIXHY9Aa&4w!HTjUivvy|rLbW+C-LOtSSRIp#e*zcCfU*BZo zKe-=iCTv6H3i{@>;#GgXD_+WU$XqMzJ4~%}p6TBh!K`;@F-L?!;KjbwUp)Zv5%4<6EQy^ zg( z=TecQd$ejshn{F}qG5x&V0o|+ufW~jS@*@V9NL^Cr|+#Br>WqgdkX_Ni0o{Bz`4=u?$qu3jrPv&$t`uCIpIorocufsbi~9tk;H#SR!)p=b~uK7Jq^@sqVj;&)femoyF$H z)0(!9|N6fPJ^yM!t46CzhjM0B4*x_?4Abfn*$qn-1@p_gWZ|(`R zQ9VE(XQ!jXJ(Y?X_YbVp(2GOQuouJLGOwm=OU0iJ`SVs_@Vuxj6!&axU7c$QpU`)^ zO^yo18_p!Wj}02MSV{+-BmV%t&L5`LAxbp4C&bH{Jx1g&ZlkP+@zq1z6*(~}R64NP-WVC?%hD9eSMOFc2kycG0Lf7eU_V4Iw|Nvb`G4t7KdZ%?2C5O9&=;em7_X`1TWohTyF;DM#;D?kF-yXKmo8`l7`jK z&g6p04b4Gm6;8|JECEAzg4}XD5CaEElf}7n$%a^nOHyLtA`5|#yJiC6{swMga=4Z` zx~F8lS=KS`bMrC2tpx_&A;8yS(?)})@IThyBftsg%bR|AM_U-nA5m}yYS~N^j$rM0 zBIPQ@0GFIq)KZEqUTDUs(c2Dmb!Zdn35oDp(Y6rG!)qQ#-IIm|0iX9$4x$tLTZUxI z!oRo|-ZoAbN=Fl`-qN3IhbD=Ydk)E%aqr`yY^VqRakeoA>M(3ZGMZ|WX1%WxqObwp z?P}>=a9i1-$RkltF%@pQ$5wy+dRoxc+G?OE7o>VB@eR#KFw=nqESFrPF2FRV zcE~vzLXxR7RTZowW_qR_2@3eWl06b@QT5^*=&X#!WH_OY7V%43fV(O)Gk7s2T7H|y zKs{&z!+gWcho{D>SV01J4{LkLAD;i|q>=wZ`9Jh^6z$m-KKM`d{-Z7p3bG-ofB0=` z-Jeo!-8xI~l9od3E2fU-gn`&G4;xl0uJYg?_!%}c`AJ9fBb_CEvQADlSRM%S{Kfj% zzbE9`J9yZg7Y>25u~w2SxZxJuCHrPPCRg;t5v0#AWjsgm4u8rR?xUqI-P!=ZF0)z`{*a4-(+Kt z?&#hbfD*l%8&G20git{`+|UeP7%Rp^|9IM7p-CcHPi4h$Vk2arvOkB8z3$*QD5fT< zzi_!NkF9O7m_8yRh1h?->w~Jc99>NVpk3oMs4(~*rZ6EUrHen7WTBe*DBYwz)Ux~j z%b+OTJ|BRhdeMc5YlK-dX4I_3E0{O>T^oOKN34?Yh;{|mPtXp>z3%z@;A`sod7t?H z(^1|WMwNEq`4Wu%g^LpUSJdkd~bvsP^pO5!lz>1N%Z(CnE+&X0^MJk76mloGBYa!XviW9KHYM zC_ynK6<(fF=G^x<$R$JyApCFmKcW2=s+jXw7=2bHK~%_Zo(t9ndq2va^#y0mvxY@@TS>*yJgMgUddVR_Eg=dUZC}gF-G-su zt5gk^e&>C`?~Dc85_yLn$O6WO#BSDTt>X2NO5}U_6QmUo0Q*+*gV;HlbOO+{|_u!umv!EKES#G+}gU< zAL5PG%l)v*cGdg0_2)kh{F4}vzbiifkL(~vLnHq5`;!(uHaZKU6G~qERbu0tJYBOe zB4>eHw$#XMNitL+a-1<$y2q|8=@IA#UBfI%`y%EmJ$hqq`GySx%$}M%0^3(wcTu)v zyWcY^HGt@pllmEM&V14XH}Kbw_WMjG-i#-gUz~#(ib?SA$@M!#$XM{8hy+FcP|U@{ z9*nbCzGZxJcUOP1eo^XaUHn7N?_=X^zgH{g<8vOCQsj;0eo|vX-Wj&u8=gFE=yT9% z+{LDOe2C#W_fK}9%d%rLOK1>YLq%WT!#vS@KG%jBIWgNWDg0$7IYNRS~ebatQKdAX#UKKjD_L;a4v$wDzD3E$#F zo3ZX`CDxV*tvM-I*RAV{-CAQV%Wf~omQ)RLI2@z;t5XP|e811{ z8#v*e&L+=HiKaLD$^2ZViL)9 z6b=^wHsG$9_-CTFY+pI}kSZ4R34X^e-M%WgURTn$Kack~-|}w>;tfh-9p9-kO5slE zd42NfBp0>aTMS1(_@(6R5ls}aygR}DFBzc%SofejZo@{&N~6i3L6p+>(_u6Xm~(hW zWiNl+vP3$KrR&RKTp`24uZ@o7ZW-dfyBt5%6IMeNS%hLsfiWeKW((s!_2R0s*yj%N zI*T>_!OC6pjQZ%WiNo4m3)5 zC$GM5z*HPVT>5m$n6fi3pB|lmsIK6-wrm{1p`p217B?(A{BSzUH@LaV@9>)#-86)i zd#%J|=P4~QfRakbNzyD6DtN;MnRJ_*9@sf)v zGUnQsKFZqp^cl|4L5s7L7B0g`8XNQfW~JFXd&0+k-1ckXQI?a&*p3v1TjGHhKUxPa z6*+IR9W4hLA7(6iyd;0s?#wVACp5AX9vDs?ch%L?8`0>ee*pN3GYSTtdfH%SjH#Ps z+@-UJOV&hw;tt-695Zs!+{+iwtqD}g>D-;%>2|P!gv*vAc7I9hm>g^>)>qLh#o?S3 zBGzm4vhnnvw)#kH3GOPu**v9JC}pRfglo!g_(C0*fT8XYb^W>NkxEMFZV@%$ya4VV z`Els27+zD{Qr)dGJ^IKylBk(xnreabI;=gy1gE`=RF}8*hZH=K{0p5H@B1K((WHo=^zRJYm1Pz!(*FO&Q z+1WyX$%;F8m@{(;?LQi0V*ClfBU8;(_6VEp4tEcJ{lv{EZ~h6mZf8b#QtRYT;3$+0 zyd-4x_Xh#5&m71Dzyo_yTia9G@O zSYfc9FkZ|FaquY0Gpeg?i4-{k^4iRR3v6Ndtz+bs!QCODBw8Gc_#>;z@iRL}_C?TU z_X|{7r~7ncLJH{IGgR~Ph`>~f{%9}BVxZyP@|P`Lr=<3g3aixa@ypJ-F5rLC4?T>n zhsboR*2kwM#X^PpE!6waF11J`JqH{Ecwz!4DS3|AA>c}$S#ps1@YV}_lglMnc z&5qg*B!gMsLE`zJ5>jLnhr^)4YoTqXssd=X!-gW)%32L()#E(0*L&Wn5=8Tc7o|Yx z?*N$P_>sbdu64xIWsnGlIr=&!v%tLVCK8GmznH!BwY0rUWn~TTfWw)Tis%S%k z$)M(@Erm9&W1=}{AgWrmg}^0{YvaQ|!^_?8i#knr=d7Kt@i7|-_GlOr4ZioP+fns2 zJ=P+uMx$u_C_SP6xyMn!{1;@o_!XG2js`C(cct>X+f3sv8~6U(Df}nqFNOWl3I3Oz z^k0YC#s;&dw7IM1e+C$u4%tI?`Oar}5`zK-61C{t|IePyAKRwL!vvEJv?aP zmOs(v#fxT1rqDW0F{OXFq(!to0rWZgc?Rm@XW_I9l7zpo1$w5+Ij8C);$f`M01GIg{7okI2tg+pc=!EKMio5J*0=bly&?G zoG#at()B6i5hR>hOyr0&ErQ~#&d|tlCOS3x6*MRYU-x(ON@MujZp3>Z_gh@=>D+v; zbA)pKdzcqx!R`7!3|8{8U8jlBv5AbOKk|rgoa$2h#gbQpt$fStGG2tch4a3L?m(%% zh-~B11p#0gi#j+t_@mCkQ7vN+g`65N{MqAh4(4k7Gb0}_d&;D1w_l!rl}t~YM*qH_ zQaYUeNPui!{{8!Ml0%h^NXQraQsKZ-ExrZCZOKLQJ(H*4LloAQc?<6 z<@z-w;EuyNK$SEM0|*+SntD858aE5;!X94P5EOW-m%mB830(>t%~{SgqL5ba<<*pl z4TY&R7qA@ZFM4EE?S84hD-lPWw%d~z@Q{HX3#!Q%HVb@3RyYEFMdz#Jg__Fpd^=2p zArY-Jo)Rx2yc#cH1|oNvP)ck)N_^KZ!1CrCqrj}e(mGK`Iz)(>iwT{`MM0s^gXQyC zjRnSDV^#tyO4OjPC+63dBB&~Rt+_~;2Ae{!(hQsHo0_T#sz%awuVV+Bt`GiId;Ww? z+>fU!?NFKg&(q{K0iTbgjVtStOr2UDxPh-I#YjDmy#_N>E9*tuOs8l`~sm z{HEyO572mc@tlviDp&ycb$Su}_9>SGxR#!C3G!4scLi(fym=8R@(23D_o#qu?E#>_ z?FjIaxBW7P6#aq$K>V(|=WK^%rLu>i(^63j-|LLU$s0Ctg$tkRb=!u|-77?p<)Xw4M@|iGvaDch_T82<(#CU_081!}}S(SQ{`W#{7 z{v`Ux>OMC@t2#|a785nm$1+c`W@T5I<~>^Gfq&c^gF?nU6<7H9^Gg8z{nfHxj~v?X z;z1HEL1kBDx{l@LX4O?$GZT&See!n!7Tfa3tc2=Bgjv`r%G9P)&|dj?s4M?Z-@pxO~f0_T3nw zLKu%Z;o2#0*+~h@wSEU|^Ku^9*_kQ^EQICNK5Kq=hObdo|0Z)fEI7E5a1-pfWI$l_ z*FN}RnSj?f#w5l#Ejg8~qF$#QK84mye`!{i_5?TjB=Da21Yj6v6zhAK=HwQvJM#+K|enk}#uH6#V*f=IKOph;_oO7;_Y{QW4k= zUv@WNhTS>+J|POT^?e(iTMV=TZjXqxgyvcRU-$~ySs}4y68o!^fQb%Ij>~XAZ$jVh@@qT0T5hlW-qdP}t;0h9OScT48Y|Aw3)M0L{5~q`n%m`D%vI!iN?*eAhQKB3?_uFz^aYo?_nG>*%@Om?a_PbFbVSj2a2?P zX5fA70l#yGBYCp=gZ1%dkny&ax8oV4^*h@G%co>TAWCuhpUhgAV>SVSfx{Y^#7Jcw z+t(vcheC@6o}CZ^{DRo>IZ0TRo}<4 z0iHSGT0FtQYHj=2 z9aygBz6#Zu5Y#?x^OV8$UD31k%a)#3w{X(~Jm?65H7u#gNgp&jPK<%BwDY8LOIBHr zwx4y~oFu-nD+TQV9ht)eOTT;r+pbNty;6Lwn1ept#sa)$hgy34$T64i?M-^^v}Cy7 zakOta^YHwwtRYVeJ;S`LHg#(FnZ&;$s~_d@X>0v8@<^ceVX96bH_4?d4IUF zR(00QV3mt4WpC1$MBx-*H1++q0 zU&a&aT|HR-KLvENlX^3NF2}BGYLeL+chkVSNFizsKNeCtJ*~+ACg|NG4lHRY+PaO^ zMsmiXu|6)~`||$s%GV_hc*yS@{7VOAPQ$*(q9gX!8~mv>5A6=eY`T-K zw;Tgq0qmkP8HRwsUuhtZ_sQwnx2KMCXKlKDE0B0rsZC=esxdY=a@GaUC=Rp6WQ0~vw%EZ(`jz=YWhBkGjjw=C^%a6#vL^ez>#%pe z?e9Lb>r$64PsmAtU?+&H^UT78oFUbu_oXn(GT3vym9X zIqOeLCv`d-nLP&a@rB@{bonK{Nkn>TT=ZUI;2z-N>tIRj1WF$Yyvh-4QLtY6N zuES?+WRo*0+(qk0 zpFMIB&&ew5yC9$nIhq>Tq{&;Rl)~ycF*kc!32$PBudjaw_?570(^JoJ**4}fZ`+q6 z`z+PwgyrlUeY`w&&uA_7R6QX(fNb?!53JJ(@c?k3I&gsfauM}CnM1_;)rpDwlkgcv zWSunE1v_`R(XL2mYewW_Q#<*=PHSdYVK2J!{da%1cV^)R zX;p-K!(qT&O`?y}p-;XdpL8uCXw+G`Jt{;u_tO+#3$63=*TV0Hez`bY8@FBPsj6zO z{5kxBrn$t=nS-b(Q{5UW+lVmpIm?gTp-$w-USI-z>)*(1i)~k{yChD4>0S!P``Ytw zRTnm{u&{vzkOVjvSi|BH;`};sV`F2`2A-`SCexub_YmRj?cKArnA&`hpVg~U)m;g5 z)5tt!(+B+amvQ6Di=@)=Q6|2iqFUi9;IMjaFE$zV zIDA)%J;|JUTq#bGJr0RQb^rJ=yWa`%6~$iJXxZBlY5Rw*kc$sI&UI$x({KLOxpSH$ z1y2Z5zGUcBICv-?oUK-yV}lFkE`8S`lV2emPeb>~`J4@hE;Zw&$~|z+hu(eZAi9(IYYb znTXTn-igzN?AryRvyO)S31Q@`=AM}dNdD$9im8}v0f~nRdWtZa`)KKgPpx2tL^?F=crkq$l&iw_lATJu`pTYk{>KlMI15!h>Q&w+{fRM1HNok;N5cR?L@gldE!nVxod+exZB{du4f^TSGbvTUo=ZMnmJuYlpk%g0f878B6d<+oe|UV=Anj zXJ}|{)c8?=LY;-Z0tJ{X*!u6z?8*#tUefKes^IyGY+mxhHT7lqr&-D++BSfK0iLsp z;jZ!5ip5J&ZPMjI8y%HhI^%gP(9%78(%Ngc51Z?oYfBUFj`02Arkm2P5h^|2UyC8= zNsYn!?mO-4S{_Hj5qa$OD_uXTd*g5JR9|KZ%MwHaUKb657UQa?G9W)rjnSr7rTW}J zc&^5gFYarhQgTx6UO_?dSK2(ihrkWFWnhcbHm$(^FX#M&X6t}U-~*sUmQph{Jpm>b z4_K>K0}gL$bS?k}i-cF6(7ts0t^h45fWIxdWS$pPCWgG^z1Y?HQA342Y%QeOVJ6G1bmsQ)lh?9iRf0+DlI1hNOxhXCx~&WJ!g0`0Tn*?Q?|)rTT4GRY(l3WoKo(ns#uO$ugD79pwi4bn*om6 z?~hJr>7om?Llhf0TXuVua9#iw+<>{Yfp7~sMk*S-HN+n&=)Z+zOaI3@3C~Y(B8_ zFpBu~<#+su$bGVB)klA7AG(Y_bk;5EI z!qXcUS3^BRKSwkzo%6M)&p+}viA5>z$&KxA)x|h$EV!ICy8Eb<@=ACSz^1yffnmVM zaQgGJeg}SNOnq%ZCeF+a+YJm0Mh|m1BSdqic$b|0Ov^v^2umP$?6i~8< zi({VOmI}<8buEqc^uGT4_JrfHmZ}#ks5Cj{QEtqMtEIlN{dCsh-=CjCm$D zsMeWL*|&1S*5=rN#j2!S+Z|H<%#8)Tjjs!jDWWJJBeA5qose%)2qrbw43^*|zdJ(s1F8%{Uaywq6-sEkYYa$%<4CpGt; zaL?}PQiT}7nkpb(A|1Y^0jX=XF0VdEz!3GC=4$v=0RZ2|Zk#R&nSTDk*pXGxKvwnE z?KT{G|DSViwMT_q^sH7H>WuqHOM9O{qlsE z8X>(RCO(!_CA!@BynQ#$@H=RlAo1iK7qssDm6&WYzF2VAPB?2GSeS$jWI1}q=o{Ub z8kyH}`}l)a8w&Qgf*YY*#_){mdio6iyiALr@=JCNbDrW>@eB09!082uV|7)b^QeyQ zKT(bGaHQuYSSCvcwT?+)&AJAg_#XQNl5A~GsqyaqapGxz$(6Ph1HT^+$pJS%%C4Z< zZ(wr+`kaa;rFu-}BieyKD5MGSU;b;W0`djrKk(%2pGSy)NYG0bo6EY5>w9Nnf)!fQ zb@u0R8m=-p;P-?*ucKCLULSs}=ot6q(C5qNE&O)B3RFZLfQM5~6BIA1o-M8lw)|u! zm7lcS-YV6r!%QF7N&hu^JE&pI=IWfrOOnFvDFi?(-j%pl$jCJ{j1Ku>dP{M0^jZ%8 z9`>EB# zJ4-i|4(ptS6&q-Xp{6d)P0o#jp2Et}^f*>5BfF$;-d0-Y%*`|ZFmp8{RPW}vPexY3 zo#l=5fSG$)-aB#oJPdhCv2Xt#J9M^h=%Njx%P&mjuI7b|jtg^R?9P>!#v2}1b_Bi(VzTBVj{r-M`eg5gn zxsEPf-skmtJRj>xbc>w_2~?Z+$+3@-J*7}0JL_U9fihFF-@eR#`THr894>JI9-cmA zd!2;1xHF&aiO-wuGh)tqEgIJ-B%Lfzl&|6(U_T&5vV$Dt{_96DdA$RnZa-1L78&$4 zgm?$4s+#IN=EW6ChQ-z#dL_LEo#g}|7cpXve`OVE$>BYQ#~N)A@>xuWmI2RR0T|GE zgA0d;hIBdAZ?TPUjzyapD4KnndGgu2^Vb(M@jNrn`Hyaj#+hNLy)KFkITfR;ZC=Ml zibjr}Hc&R~G_?+xcb#aN3+Wf-gLirT@fXaxO;W5KlxDP@MK)Gs0;8l8ioWZ5Bwt;| zcv+t2dVDe^KhFf}w`)8;GBcyk;o4Pf-`~2%!?S^Gk94qlfQj_O5}LsDpfg1qz|oZ= z=5s@e9yfS4&20X4aifUfBOQ=CpJesbI2@GFg@mC$^IlXAsn+egJXyOt{SibSv9;fe zk3n%6C2~tuy0z1ObM>GaFBS2+2GAglF)OEf-k4jumj#LUA`X|gStFBu@k!!BLhb}M%fOyoqv z{6+$a`U9Fg^LksE7;YNU@4AayF{I)sWtCIW(rycL8#~b~IZo0o3qqr*PNT#|)>2hKD1#g(^Bj_*#GlH$Q97)MuN!G45u+I8wtEC;$5yFBT`Jfa$$9 zsM9}?P@9HpnF*Rh{jGYwXyl2Cd2333H+&|)iO3OioA4V3suQ~sQ}afA0Cu%f|S6RTL5?(4*H%|6L%f8-ct7!qlPGUc z4+SnNc3d^`uI*3^A^JP*sd&)O7Qm?OpAokUE{f%>en7u1Q>NY+l)!NO5=yLjUc9dX zc6e>|poldIz7IOjgyA#h1nD;Lz+Yi{(BsmJ#T5@0-KjmJPq=)0LN;jN2^TuL24Jw3 z_6T0w7b zj&p`d2g=(Oe*F$f>><-jdJT4@yR4>Ya=Xb0SVvux{OY#neD0)8!;`ogSZ1SHM{j|} z>nD9Du-t|=))DjHbIVZLq4776MsIr{d#p+jxVZ@*4Ei_Ah-O1?ljPd-MNN$~ zm)}bGXgb^^9lx`;fAy$L>r~53b*z9ygu(}R*?hXqDH2qx>=%T0GEz}kisx6}=-M-q zhegCldbG_GCqk%H_yr#L*iOOQ#qp2154I%VB*b^-c`qMaTy&poonRn1A}t*E!+%8O zQLrh=^(<@huT~fR!gGY}&8OBPXg5&hMYpIn@m^*dzdf0qo8lfbHY_qm3lgN?IC~NG zqZi(>v}5X+@p$$%MoCw5^x+3j6QB4*FP(AOoAss8 z+Wqx7rE&YybKdbkkz72-08pr>9}3SXZBssx=*GO>F3j`V^CrgZti3=lt+Hy=y0`pK_3E0TDx&4qTB0(wGbZMF@zXDe#;VbI1%dPp>9NCH#NB^lqIj_>j_PHRRkB#bXHw3 zZ%>9#mG>a2Ed}U@axR`Q8?Ra5%qrgNcA;)+==DAF$F2UFF_G+JpHGxW4?+qW!Tdbz^fC zGWRs%5v53-v;~{UZppu)9}SbM^KJXpeT(FUq*$azi~?6$v$6MtS=YzkG3~d1loWA| z=JUw3UzX}z$R8alxnQ3Fq}r9>TRcoUHVk~ zw>=7%K_b&B1(k?w`A|ioWoxCh*-IKRu7El!YG0KrdD)1f@wSh<7 zX4B(c5lKBx&!wGu9nN{pPw5L>*7cc za6ThQfZ$E`**mbvByEAOh?&<~9EW`4>nq89*!;M-YhA0G7Edt-$G#4`h*?p5Jm3b$ z@G1oQ#E{YLC%xiBSGgyh5OdGdQSTkzpQTk>`#rq=l@a=b&sqV~L&&d}{3hAp-l;D> zkWsSS=_d2%0i$N1B1M5JPptZ^ig$LW!sV+~w7tXjpPAclGLPMzJZ6@$vMu0f{F&{MwKA6=2^> z8vWJUdNqhKfF@f_)Y?!Pd|m1GV%BMFdmEi`?{kW`yQQZK?fC8k0$(D9r!;jX)LD1s znB=5)?m3rp<&~A3{^1KH(yg~czUpTEX4;>SX52l=J?Xjo4*2-%MD!Z}#_ipczguos zqzsaMI-?J(G@SB=M@N}vSKTX|56M{-*7Z3F#gOtNmvfw$ux4IfC+!SSrQgE^vn}v> zf5R|^BfFQ!^0RYxmm>q619vHWgMf`Nb;{cttlJv|u5%U1>pdzd&0MAJz}WGP61TBY zzEaT17i%h2BN|Bibj20yT$788939x7u;bon8IK)YG9C{1vqNOe8kqt2eJ8`ScIlna zM*5G4BD~lPFbXo2eP>RodCBFuu(-&e1k^$H9+9>E-dZ;n@3ZCWG5hnqzP6s}48RgtV~?@d?IoRjm6QogItp=Vvq7%1Dmp#i?ck&c|Fl(p=<> z><$)#{{ut*+e`L;U)cHkr)wS0ip1{!2u_shbF^QOl#gdtyBCh)>^jZbmS3N%E@g1` zk@=#scKYpZ1!12?quDUjuD+P}ZL`IHMJfMWgV2w9@aE+f^xoh3Lf$moVvlOi+n#l-}%UPLPFm#gvACmxbNa$<`1qh1ncUV_EbhI`dJ)XV&mQb&tR{mgO_Er_njjlVHe8ReV$&`{G9 z)?B3OSf14OcbVHnW{&x_@bY( zINKrg^3HfZBfNM*Ztztd`K-5}3X? zR6nTDjD9`h#F)oXj36S+vYz>%>Sf`0-z)!t+fzMx9ZP}jA*(HPf?s6xH)=P8vI8ae z=Nxd8mZ6eA`?BVaaU{$y$0&4$6}}NPK#Ch=>Dws3_veCp3@Ir+&d%Dok?E|ve3o$i zCX`pT2~D57&>bWN%UxuUOOA+0ncRGk$>!t-b{agHhqb+1A6td7^+>rx-+9w{HY{Sx zh%qiMF2UY7^PifcXWaZB^B7fVWHiUHo0$k4RCt}T6L{-X8ne$jW3w9XZbEf*JFij% zY_kD%e6W!j%{%&#KWjJg>`p)*zgm1)(0x(_yBBKxjXXNVTkxr}XK!!st@y>hwvd?+ zi=DN#?%rAYH;02s%l(i3+iTe+a=mcE$TFr>+jgUADx|2Y!rS5~EvMShB!wOm-x{Zl zIL(}WhiYV-P*GmaJ`uFCsqpv55()qF{y(>d!=^Rzn?ZCA?gwa^JA2k`w# zDz&2{A-17g%s_yCPMK*ppHhVvp(gnmuEiErRId0#t@I}yZK+}2;5loqPJMrjv_Rwk zlzmQ8EtvxzH5EfPzC}fj#hIA7>qF2j@kyN=Eyep+#{ z9}m<2kQ*9sdNOs-OMyF}#H}OTo!gtdikZ7lr^mWWc@7`D^qIGLE+XyhU5lch3WEyd zij%Xo{L7i-1~M!1u?e|w@^F0*L7ml7A? zBYk35Lk+qZ}u9_pI`eBau$$K%|Gjgy%b9+Pmp-l!l13*Cwjc-%299f~OHEY8Bh zEg0@ygW(+)Tl>y)zswR8PEfFIAIO09+iJBG^=;iYiRLK1GePmcpd@dU^0F)9ajBU6 zvbG9I;d|tzp|w2t#6Vjm+*;&p>s7xrB9O{Thh0paEE}VgNH@pM%2Ya-5>d)TfkKZx z?-jAL+A{WE#L8LM&Z@#9;em%NO5qFbG6(1>&hpG&OZkN?pQf_L3a9O|78Hrt0)hLz zg~|3v=n8fj6nRiH$U95@_gqQ+({bZv)3X*M`6{GetOs^{QEL^vBenj6Pn2Yz!W9kI z(;`rErlx*mWDi3bg z_R6o!Ex#2$ly_#jvO1N$=r#vp;2hRg?x{G|ZQad*qFKX-jI<&51y<~E6$?MP2b|>& zCl)y!T58L(@Mv+Kl;7=%<}LQcrGY$V(8OW=)^FWFET%|yR@*?(H68j)7yJk@kx{yl zg?~~Hwo>(epAI>&H(hb^Bs~gw(zo~=^nNhG$@5k8wt13M_+aoZk`asFc!@0xsZ^0-Ts&;rnDK06{{e-U}jw`T@GJ*FCX$?haTR!!p$Gjw!x^oL@Y{}-U0B@M8JEY*06=aP5q4jHIUFP0awQ=$faQTg&3$=D z+jtdV^^z99YlC=umsr3K;@_sy|9g!5V?g`okDa`zs-yoylQDS9kHxbUfpqkTn4 zber}71HD^igrVWAkkNb94mjfEy$>VrQR<83q6a8t$;^cg_1^W<=pX9?3m@Sgyv88^ zWJA->?SNGKZRD4D(PY~yAst~$ub%p4+c|)}r)in^3KB)II)xhElMs$bsLPD|n4|xw zM05?0LFRsiqI1TAqtf zTO~|NUQ;c6&T%JUKAShoB>?8DhCEA}=}1r`)SM_R(G7HJ_uF(jZl5P8z<86VEWgp8 znx?m?K>rk`(l`A9qzWe@IP3BZbJEPVF)g#Xt{yHow_lm&fVFNg?u0!o`#A^F*1|OVa7O= zYHUd5;C6s_-k*Bm9>?33bYf61@)AXwmfcoqV;#qA#orP7X?TFmxBXLBu5@JVLz@l1 zmG7EEK4Q-!l`~hALw4HyRVnt=sm0zj-ay*NdlDNJ+!HA$8S18ReZfVi+QtPIo_JP^ ziiLzeOlQvL?(3r4h#yAbdIu6tp5Uyh*R1rGiiaa-Ps}#c)h1I`rd@x=`8|IIs}vsy zF_nK5*jHjfXl!sL@Ae`8*enIq=|N&wMA#sIxOFvE!*+{Kav@WR(4qr+V!K|dN<`zk zoO??qTEu34`?WdixybM`T7OCs5o&V3Cbq+o?2!V&U5-&d4gGHYIoA=u18-MlFe@GR#R@k%c^C%t)!Xcrr4)1^gCe_`WvF3WF0BDieH_~0O zxnbx^$ejRx;9@NuL{!z(Ao5DQyuIZo2-X7WGrJ%gG*9FUb=BS$(UX0*T?drv z(9A^))lQ7n1DNOERnm{v+KeD6uXg&|RL1JE>SwE+w zcYl|v%GAeM(`K%%g4FoZi!Ei-V!j$XYAbi7G_R$nqO`^bXp)|KMZ5TEauSD$E;VmJ z;g*;Epn`d%KRe}Z9lTVyr(?+2h$m`D)eR6jQYM6llDAk1LXJvE5@e8n@YO zz&lQmBy;o|hh)01RcM?a5{pOWs zt0%3KQqaO_AVzuxX!|uBa9ffYIO8EY*9YSff6mrdN*ePJjXVA#o;~+mG*Fqy#OW+J z+&>?#Cu5_y!d4gk%^ju+T0gljt_ehN!p(RT`pA7U85IJ_#dry1Z?ng$PBMb)!LtIA zkn(j>#5p2T%6HGnBhxY{A$Mc+C|O(b70SUSxy_fFqPP*h3z&}13ci@y#|JjS)WyFi z`}7(2RXz6}!tTB1{t)2i=?Pa=EXt)`R=FjzNO+0sGmGS2OnyS-VIWPM?K|0ff2&4> zD;0$y!q@~{TwTSo7_-=j4%so&>@90~KcCH&PbkF3v>)k_^~g)LmPkB9vw&S!^b6V% z%Ad`r^cb9aSN6>^*HOkJJYcr++^wmofRLNMl_IwuSVp*`xGPIR z$5~K>(0(uar&6x>bDhz7FM+H-fCztndDx|_o_$Q8wEMIJd4Up73F5Pd1XqY3Kd`GI zgfEWP@%?_rgUfwaOi%{SRL*8W_g28c6?0Le-C1u9#+Py^=2cZ(unw&jR8biPiq1ry zBK?Ft7l2CwTR&t<;-JI9Ge{^YWkGt)qi7CNv)J+jnZ7v7{C$oI z*9BvE;NLXKBA2A=?X|~TnCykO*Ngj_kN81qTIT5k3bp|DLt${K%En70PtiTKwqN5ubi!GHLd`%HoeGO(FybHY5(!uP^- zmm+Pate}XyKVxrkFWRv1S9!Jg7KmS&8#->~>tX%kw2~3*MytzB_^rlMQt{DeAgvb< zsv<;T5U=^f=zy{`E61U=STZC=q-Aad%m3Sqy<)jTcvg3iPVMeTQAm5eT&d*Xv~1;J z_Qkk2;QkQGC|a?D8>~=bi^?;PMop5roEo|nT6EH!BELP_>4;81wa&86%(>PSpaf!& zsK(p7@xoR$EBi@rq>}ll#e77TuK61IYpS7_vE-?rsOWYud%SUv&x?Vjg;TSKY?#%t zbr_}#PtmIvK5Hm`*>zTR5j8w!*)ayjEFK#)m`Zf`zu$iWfOB!F!70zv+0v}Yd^cRy zoWV6k=?k_tVAXVV3>-Cc;)orD96Wantm9Cf7eN@szfI(~tz?~9)$I~qPAk%Y*ejS6 z^a*e@2RsMDo=z3#y+j6imXPtw=|QM`q=0BdLdr2L!!oeOl@z%oMJNOPP}^dUV{6>U zx(;rw17}LLs}h!USBz~r79ZoFzusW`=Y^KDn>Eg#g?{zBhi6yC4E20w8( z`MgeMgE6#voQ%^m3oAsgHwK&D6G|Yn>a&%GbR9DbT-xYsc=Tws@2{PnWrB~^_yqah z+Bejith^pIR(7R%A(f!*FY^3M&FaT#e>Ix<>PUqgYe-^N(n!Jmgby*vD{XTW*2yjI zkqkbBX9}!6Telz*gjl&N4V^g5hd1}ZO*Wt zZFo(+e7V0!{tI}&#*@!>)5KA=-j3)KsS%O-m4>TZ&H*_p1>0Gz5|mRU@mu9g?-lD3 z84m2oMaXn(9V+i?+sbdIG+5RH=v7(?a1Wl?2xpm<*3+}p3nURjB7eA!RC5Fnc%WUA)~m-=lWua}Z}Oz| zOO~3y2-O`mSer;J)m9D!PELdxmwGoAjdo74pFgvx3TzsYqaKBfTV=qyvH=o;OUQS8 z?psHktA;UCj*TyI;qSaZC9K{qEww8qg7oh0wUuz{;pwD^6;avcjU;}*e!)7#%PpSV zd}QGLGiUewuk!@alvHKOd+PbQg)t6==bBHIAWBq?Lxi}fYMFuM2e=6BRI5OHzoj7G z7uCc5PqQLktXD&3m0NXrJwPGUD*-ngzCN-7?=YNRfE!^Q3wc_~f`}1CO?0r3ho;WD zuu{yzmcMxqoj7T(6g&DEdKpjIO(_~5GySJBXYt>^(AAn1l%`dQ}N_sWdgZGH|t;^6WDMrCnnH%*f=F_y{n_0ZHk1S2q!yat4 zXssef^pJ-{V7zHT5!Je{E-d|yYgil0$38h)g*9tp_=_j1H%GcZS{YI*>@-FLTuT~6e^gNYqEapsbGvp-SI~~H7OycSFk77@@$jhtF zEOU++8{pxnbd3f&y2j=3WasI;m7=5~8;NH~h?%W6WRemTC>9N=PXjc3S#Kl$!+0KN zAlTS;7N2q-jn@kT~QAl=fobY2IG*;>w~sS;NEtuzBR z2Rn+KZz#nVHELMo8Wpz#{x9G65qo6tyJa2U$q6X^H3-nEdxZoH&N>;fMZEe!oyN`4 zI6CNSleuSe1>q0nFeMUFHG;`Z-AC4r|HU(!xbd z-w#*jD>)@{pBKBU-^sO2@prY22tF$9@C~8l$v67d!7C?*HafO5TzdpylD$$x!h?szl zKHqiME}@6Y%M&1+bd0I4qJkqIbbd84ezUf_Enibz?F_DovD&h-vU*tpT$3YR{4?8o zZ_Rzz(OMn_saBvaS0>LUk8w;CA8Fy`WolLC=j0=(RUjL7t;IT=-yDHz$=!rg$KEP; zpWy@c5gazF_2xD^^$|BqyYf);LvW?nvm56b)=OWpJ5qNagB5Z^YYWN18?g$yTv61%nhJ|2=yc452WO)!cL4<({Foc=RguYd{j$A zSxl8`5dOW13O3tbq_=DGg%xx6O>l><(Vx(d1Bb$tep?bNoKGP5E3POslzhs@pt_m7 z^@#eb*2+JnU59QOXY_p!8$a+P)>{#FFZt*W3Ro>0nI|=4CB{7DF+rco!rpz9lkUOc zaN+JxX;lqn|ERd5;BZ;p{eMdRlw6VzrgQ+m->7io zl0d&kkxF_IjNIx9Aq^EPx|4jttT&DyaZ&m04o|cm3f&b7oyuGsFqJ=Av7h2dgd`h& zN&)HX@J2DVZ_Wg+H@V`!K@+TN>9o^`Ml28-Gm^s#eWydq_lINN7QDrCTaiBr(GoBF zx;5F9??CPPWiQyaOuz3=}Ek!+}L}H$q;&zy&rAQ&Jwd;myalGd%jgV#(M!z-~ ze0g9Otg)f%l*RX3>NlPPN@YKtj>v5BQVtmY>;6jb02_z;UT@wRQM>Rop~1ucsaJx9 z?hbx7!OEpPfYUJ6Pj7P~>4_yM6=I}>ZR8^#ypzneRtjIAD-x1E_r>GkTbb^^I#vpm z&BBaNv}8E91>UnETGh%;HRX;lga{Ac4ixBSpTPTN;|mtEk6c>`%x=TCsNNGX-Kb;h zwjUTMMp!NEWsio=2|VfLm5{X6x23P4*x7Wgd9Fbv|`ubO(x>LqA#zg47TR_dL*w3(JAgSEw-@NFUUB>L^0p^rTS z{mr65E%75}NT*~BTt1Wjq_xIOylbnI(vRvrxwkZTlwU}%X$~uzMN@$>{jT^!`>?pA zn39L)wrt(n-5uJWN!@qIh$NzbIL#geJmU3qkTRSOIuqGi1L%Xb6TFvNBV#}TvH;{; z?V&)z)6B^i3bq)ln&luQwnbJvotiK#~Nmx&t`p(oa;YJSr0Qv(oqOVl|14v6WNH z{26holJ)mXb7Gl@ooxppH>uvV_8&{>9&oMy%h&Nw*4FO{gFk5E;R63>gG1BUzXyU^FEQ(>$wP)vaSGQ_*Ue=Dy=QS6t*L8;k-yQ^uH0R; zV_-q5%ft`JgNhaU6Za8m)TT^Qu689vw$9^uALO1Pxn^ZEGjTfjj;PQoB5;BoS5z=o5p!`Cfayo?j@CO{4I{Li(=fXyg+^=X zHGzLYKU6HZOLrkq<%!xIlz899MT5Q@+C!4kmHBJEd&2&&QJSqF{U6uDw$9O-$IN1; z3h!h+`jr(-vLE%&p?S#$Dn}?@Ur8S4WauYL`6&O|orz@knO7b-B!MuMECLgLuGKyDP1BPSZ(UkSX-q zmB^5EwrY~Pxj?^*_)1w9n;DPHg+MiE5pc9>p;EJmH_anBFTjB}ss8IzP~q)AH8V5Q zV6DKfmfJV0u4Sj)skz_6lCHd_Hsv$c`Me-vl>Zhh(RA^XS&wjGs2~hKi%P2N`g?d4 zwFs}PILT+w^jkH=X?m5mw_gM8iF2xZO|5wpcva?t{x^EpJ>M!!p6I(*Tsbbo$t=QG z&RZ+BsF~hnHMdMdOt1W&7U}*j+#!@zvdsUEQXxa*KQ8=oX@~SH=9l|*R8tl;X0-d#6LeWvtzz{SXd%! zf{1Ei@}1}BhnT(_sVgtH2Me-F{A}ekw4|Cn^d}7m;xVa`=gcXGbe80yTJv%=V0ZKD zVFyx4??4C>U+@m77@Lq$py_mH{m_C9Pl6)P8RIZ7Cq%Ax^qB_E@1<{7mb$S(T8%kr zhZTD*^;R)mWpVT4iUr%LV8o@T1D*S^H7)_RXcfY}H|_ktpF#*wFj94~6!ha`9a;pB zUP*;8nqR%)t{Hd9u^@C8n8)($V#A!UU0l90Hzu_->hl>4Z!y=chnx?yq{USPYu&L?F0296WAKW`(;qDi*av z{DwrHUfqJk!`_w^v|+@f4(~Ohr}cP-;?McDui^>!_ca4 zYoTT@U=*lOZo{`-ts{>y_(e{vg{pZ){xG^!r~7@8*>rzOP62PKQd7{P@;56(v3MKw znnLoJ+4E3dNm@x)MdO}tl6ztD zYe=iNU-P+=D|AH2iMLgr&HcO%*Ou`-^7u`7$82V)j?!R?wD&@#UAm|VHoJkgmo0Gj zk;CsTTuELPqnl)S`#Wqd{(T7cyZFTBA(8$vjoUiubAw2;M+SB;+s3Rp+bL4l0x!L2 zQULjd)-u0!gdcl#+-e(nFg|`b*Dy_NuCIF;ZvfBHuPmUzDBPL>d8ycZmserSO`g~G zUFJo6J7qIU45T0kJiU&aT(en3oV#un zNoKqN?rI;^0ZX{St{xc_14hfDe755^#Z=CBS%q`;nyzZebE;AnA=_Gw>ivSB zwc$R(sYwR-imkN)+tVot=-sIewal*PPP%!12BoY#VG>(WFkjua@lKcfc3AGZ4;K9c z#t8-l#a1nxCu6KB(qcV4?2zFU9*E&)(EkL(mdsNqg!>|Etmb}nMd|L!b%j1y-xDrw ze!m&ofwOnM((c%YnV(7?cb`>uNB-c5wbtQj|8u~b&^~~xjKr{HCLr%`bV}fnFmLQv zCHy$?TDwwy5&b%s$b!J%gOLv9$e0quw4(<*YUo7=FrI_w_{75YYKLlBYT!P&E+>y6 zr~gV3A@R}_zJb|Sb$98uQ(j5k?xaM$=kyb@@fAy^LjhT|#kw1&4Ou6u?td*=*Yy5f z`oX-Zq{#hxT*5LJJZs?IBc}E_XDfl+0dSO(qQE$}y%M9IeAX~kU{9y$u;iU`Wyg&QGZc~~2 z6yjU+B95%6lrZTv_va$4m6dk%JMv|-hCO0}icBf4l za8!NqokoSsd7J$E8?uM0?fiz?zcP0JF?~q<``lnZBu#+*9YX3G`5$+U$p6R*Y1%Fe z+$rlE#j>TWK5W^?ufo>NI?hCnoKW_93F@>IGrbB|&Cx2lFDHNRU_;d713N@qTap#P z%GwU48vM%9?iIi*buypFmaTIyE?81d&AVX|3c`vNh%8MXDb;$^XCx(3(A8B~S7@XG zK9A%yy4Rar?|g6H3v8l&cV21IpJQXDq`r6)!^=0OjFPFmUeM!5tT_Oehey6tOZv!x zY~qT7yY-6?f=pCFs5*VItxKsoBT;K=9N*4_Ak0-PxgYBN6=s>dj*L)9<8sD`m*R;Y zQ{B-%C;nB~Y@9FS^msOJ6A@gEt4%YA_tx*F=(O=c_xW2e?D9 zf?2c^==NgBhB>sTj>@kLBb@6mqp9bjpOmV&J6BBC85F+opH43q0lk5_)rRJA`n>G- zZ_!^beGAxGpP!x<(ws7BQvtUyyRSS^iDuOyL}bRLmwbKxfvQwf%aM0^Ws;L5#6}zD z>?o=!K1bgyDK98g4YM6@xr89OOFi`LK5$bAhZ%;h@jI3}-S$^)sWubW#slFu&Ds>M zIH_3hxXuG{&t6IMNx0M=lwVCx^DO$@QbV}tt#}L6?#5b@DF5r0W0;=_OEC$T!x%N% zI@$a@TSx5HVir%aIgF>cr#M+B?l5`^#@#G z{wIC-&XFs1S)0GWPM&D^Gi4=z^*&b6qLVwv7(b+*iD%mtyMaK>ry zw#KNcQPWgxEo~Qhn6T`f09_}msRzojMMU8(RpN&(3I5O8W_HmEQoaTLB*p1%8o#sV zlYFMBB_EuVsJE@rTklVU*$AN(RB6bsx39W@5huF(tqQng>N)-V{08^e%j(XdJ3;5` zQZ0Uy*~}W$?=KP$^kKZ6_mW@pp3BdASuU4>KLE3H+u$$rVdKXzu9PQ{4Uf#Dq^=CC zGX-wee;OtCPIN2xRtSdtscEttl#j|g=NR~BcjC$2n$+F+`R6E~Lq`LZOTw#v84>9aMb-cvF|O zvENRn7yq=sn*Sn3kDF;CsTyDJN+x~Iy2&4>rO<{siP;ZVA;!IPPI!@ZWU7{)8n;H zQIgt=(dfJw99jC1LHSQq4=B6P|7L!rY7U8%f04I{L-N+>;1-B{Q#(gd*GVboEP+1e z6;t>O_9UM$^!mZycO^rN^+RoZH^8QI4$^%L`!wceIdzQ#Cv=e;^e=e$FN{q!c%FG{ z;3!QA7THL-6Bmb_K%6!>dcdtP-gmE0*yM=O0TAmRorll2wEHc~|DAcSKHA;x!DaNB zD?}XU)xmxUkHO~JnAal+u z_%`N9izLYbH;NsRk~Ioig4{0ST$yUyagONPN@wUIxjqd7H<}XkLd&iyqwa)bLGSX3~$wn`Cd;o?Hw_m>k zdYL08q*~jG?Vq=tP~@z5Ya-ZL7cZ|JmL> zM;+PCcp0iCnRk!^Q6m!?`gtf5c$CAkFCtmECd}7;$X!_>2+_nd$+TSO6gg7)!6}>b z&!6p*?~>~^YLp?DvShQMA>w60E^({^^f4W>j%L*DuC6{QLQXAV`{-f_;+|?F z^R{=a!MTB&mE)ks>89DN_N5-?KV^q&Ye9H!oEM&>I3Nk-934ip^Zgpq&-q@$KU~hp zaEsT3qYj|T)c(`dr!7k~AB8|vr6}|4orzVwgEhT*y})e)r}?le%CvN+n)Rxp$Lni< z(R3UGlm6faPLTaeP1JCT$1qGkr9EQXY<5ysggz0Nb9!1xkUfQIA8Un~hw`aW_!y-zQM`KJ^^zFqeJe+ zKR3dOhD7Ef*X};%%T6_Zo16QIU_%Qdz>(?hS z$h>V^rx9jl{Gdx2;T)@3m_mp&RCz}&w;DS+p_o<509_xZ6YoWlNgbVW(td9T>ZG{N z^d+}3zRxoO&Dc>Ak_l!Neop!B_Ykw?Q#&r!!Ci0cgEG$P_bIs8jv;GYtnvBBu!#G8 zKS#W!N~&g1H)1To28RFNY2)Rdhlm>fPZJ_Y=KKr!cy0zjF8y!)0tF2K_&h9l+2-`F zZ|Df#_wQd^pUbSx2rnQK=5H2ssQw$_`+FB842&Afy%2??s%LiKZp|qvJvI7trhMFfV7?J@>Z?1+kA{_^LL=I!`CFuv^+)zxh0oW1*kTnH zreD^tkg$U^UjlCexrkbvwtqh|Nmv6~Hke0$3K0x^HM4Xw!h!>>e;OTqK2zCgsAMP4 zD3H$nTPHF)e)U3xw-l3E$cRGfs%iHd>mLyX6})>jq0G-S+2H(Y9NLjzmyUZ*R1?=zohMvgl)Stm_fm4ZFm4)}q5%0Bk7>4z8k-`HYjB4SA zQvTgfB^z7$nORy!Di6@vnduW@id90)8pYCsL5nuC@~zF=)6)7R5LJ%Zny9V<(u2LZ z)uZF+c?&bM;zKvXVi6OWif-$SokPwRCdZJ?9^=BKf@e9Qq9#-9rsQR57cskJP!buT zoVXRR%L||CytQk&isVgA;ksf;mYZWjU#}AIx_CJJEPz1bqX2Zd4j>n=A|mz1L1@)gKq+0(+=>n4}$9SUyYV)nXXm&B#R_XhT7B`*c(J$gXXjrfALT)-!WszWgpsSA&vneI7Z@smNK97c4tysv4T)TSUPehfDVJLDiyzkT=9z48To- zL4cEe?0j2J(#9jh%928242j;Nl4Wj@j-oFtmq8ZoaakVwqv;(Tc~ySvrX&W;rJm@c z;z_XH#`8UZ8sK%A|hPtFsDL-W=)z)F9*QMX# zX`{JZ#2}JH)|sOF{c;Dp9S1}I820~Y5CCuj6Hn(p-SVKML=K}>W>KKG_MDCRtyzM0 zjw6S09Y|DYOm8oZ*FVSyfiSR5k>{A?#!=+T1yEol@T{t{@mr{lzA6c(+AKh(hrme#H=3U2<2YV^UR-0E9&je_JVZ&b2>G8iZsQKL^>}i%n5M~zMua-Z9M@IRYlxZ z_MZj-c0x)o?%57=ECC2$>}7Ku&MH#p_W2$tF%qGKcluuNYTULO6SRtPvAt)*UVfb2 zP3}UxEKLpfvhRs}#8cM3Vv&l_;Ln3!+Q^lx@Tq~jJfW*m9d0TQ8D}^zjqOOfc;Y%s z+ifa)V<^#{oyAgvtX+MsI1E!A>$_3(#k#%H|F*E5{ns&cNZqVo{MX<8IV}8-d1#4} zAsU%F(~FOWWFm9NJ+90_JJeI4Iadd3q{~=5Z&iBzI?^rhIX}O~-O;~r`#n3@FH=kS z_6&`*l-H`*EwOlKDQ#8UCLw$Dflh^@6TU_+<1&)oE7{AHGZdTdpa8GR8nZhtC-7&% zb*f{z+f=4-&5tr~_T@n4z&YQhQO;j{VaE39E&0{98PgiC#hd2C-{N>Kee5$awO27{ z)ZUv1rH6OFuA90lE9i1a5ds~!rz1XEC@DP~3~B+3i#9@QZwR3!_PsoRE$jU7RStj- zP{DUhj018;0T!Bk3=8{)@G!)FLR||W6t)x=g@dR3bvO;lvt7F$9e+joRaAyUQf}m6 z#+_@`B@!CHBC1Aqy#hsaHjR7Bucu+WCQeKPW;&WVOuM+v1ceO@U)8Onl#g!*!u-wm zv7(vkdT~CyFEt42T7`+)>^J|o*47z|YVGm%$-Hkka5)>jWOH1sg#&Jl4O*l5Yl2qZ zCMKds=@B$QKD2KtzbZQ)uspzeAdyy)N$I+$_O3LhaR%emE#)s1jUMg>zWi-_+RX47 z%|i$`n}p%wN;1@XL^p=y=TvIt3?UHDs|9Ac3SZ4@S+hihIEOhO^O)+V^gb-BogQ@= zO5M?4z2=jR-*Qqr_LcVv(J9UZ77Rz{?To4GHdFEYsv%tEekoz7miIkreK3w%qOp78 zAF9D(%Fa&3-hkiY))r)sy+25C-v)hr@=71BqOx41YQ=OJMM_lHIAO!CtKjebHmRK?4O}+;$r*J{>mQL5tc< z>+I^34ZDOe#qTCw;!{<~+5%qn`1nrpqC#*`AgBSrO(#w`E*~y-P|1g5%32uWl8GUu z;P-bWa+6(Wi)+#>&+xYCa_Cc{9j-kTjV(Rbng;xTWdK?^wKJN2T-5_IY_`h8$Y=d>Zuc3<=D z4+LlTgG1pVJR-5fBh+ITHi-%NCg3_jwBs?@9lbIU=#*vs0)9E`sz*S@eTQZF$@G{# zumg&G7Z;E;lS4XHV&_Ckd9(G>cwRwKbvRS1g`qUEG-5q@AVgpu&)Ddj!-tVJf3q89 zZO~V+8Nt<9%v7>xhIeFn3aN0oN};z9I>-v^PWrpO1kiY-{-4I9+T%Z6|HH}r2a@0# zL1XKaIQLg~b(o-UE+;=-*iI>2|NRWF*q_yMPhlKIk{yqYL7j-d@HhPf>Yb(DQv;KZ zrc{yHZq$t>*$ClR1&Eo8H6u!=OZ^I56Ad#T8Mv)AKDM26(>h^vBG1&2^^(o=kUp%s zVEquac-X8?g!$v2oYE=CvYRZbue6G}Wfkq8mjWJgfEPsdY_hbVS7)s80eh&Zj z;es`7VZr6H>ftqgUHNKu6GLYJ2su+QQgSPVS6muXU@e>n58MLS%?eD>jqguBV2r+~ ziQ~Z@%8iJrp3(^PXTcf)iOTN}&zTHJActd4x#R*@DbwqO8HTSOv%wbHgBmtAnc5!* zB253LCbb+d)m|g-Y%FS5{@tfnN``1b(A$kW;HcM_GC6qAPm$+T{sU=2$hru1dTEKq zaX4NKTdO#NqhMb{@Mqj$pRb6=P-tY@$Q|=-G4k6g@EcHC+=Hri^4+MSl5l^*5P>RoaB#FgpB%zj7OW7ElqZ&yna_s}NOL+y zG>dd9ciKxv8R7~G3*nVd3&dUgyO-B%ZYHo)ph=UxDEzsU)$c~0slAO--81b(%CbgQ zOL!$L;EgU?7_C_2ejjtLCgD5e1nEt3m#9DlZTDo7W^a1!cWOEB%-bv7{yoMVi#H1+ zc23T3cOifKXwNoDHZVPRHmxm~#W?xR8x3C`^Y|`wdw0>GS*?J6onay2s0FANk;aaN(_S;>rBQL!;BeQma#9-HGP-g^E`ij|4|)| zj)Q!#)d4-GGn;REn-M>q`itElh0f=7o2MRV&6 zzTRD3E)jR622F2G2=~Kj%o55zxYSS*;6I7uOO_cAe<(}Xqw(^@f^l(l&P8LPsouk@ zM+SPCsYE-&wO_L}OD&fL@_Cvj#$F=|@wT|;(@gD(QR17lkSm3)WO2e( zYVF-eMDd9k4`U%EV$%1(M1!UA!vhh%Karoe!w+!Y^MBZhe>OJ%odq}tKtGZ5N$`QT zY$^Fa1#0BKaw5I8i}cKjwDkCqAp5%O2;qM$sf=lDimQLS(!j^LZW1eXDEuXUzOYq^ z3LTi4tKCb}VhA-)*&!9%*?(o@V-WOi>q5rR%rC+Xc~tUOwk`dAUV37Rg=hvdIBL1J z=Opn$#ybPix+ulDifOgLjIBJTx>xJz5==%YzBTIi7av-Z@P(xxJ_ZLL+F23PC0xlF zsd8HBlR^b8&CP<2aFu3fy5+EdZVJ~NW<|*o_poFBFEXQeyE71zQ*xnU(XM?#0_;sp z3paGTH}jnL0r~8p3zN z#*wW(2f(Tk=1Ej^8Sbl=>l{d*+LiS;$Z5QX^6b?ld{?!A5PdTA5AJ^^*fD;T;rL-{ zJ(5&3!tBeP`2nS=30ZFr=&w6hm0~k88em)&ai(YqV&SwE@tL2zDoh_TWSN&guhIK@GbYRXK8^NBTJAsDxnqw7kj!ef^nfO&x<8_<*wh{ z)KUR4@ewPzwyZ<*hbXp0AF@KT1vI(i0G7*$Yl45HyG4xgn8)gbsUUoI5rlnaXNd7*VZZ8!B8tdlu%>jhrrfUuKi+@3~Vzzaq$^ z&V|X6hMUbUrpDh&w1?DPUz}!29*I3QmYy+o&k|yT;O}qJO7KYohV?$)D!UTFeuXy$ zC~?2vR&fTNGcnUSgRM)aVT)b<(mn82W(h>SsmW%KrmffM1L7qITod`wBpI>yNfH+V zy#`4)y^aiO@H@4xXP2o)EB`3d(X4u+0i}p}it{!}b+>s)p$BpYa~>IQsl`+;a)LFR zo9t(qz#_0riv#FdtBo~AM$~%#G-18grR2kQ!RA}1gJEru-#I#44}ZwB$LoSXRrnE} zl=O@Y4)pm}Sh`?iZ5emOh=DfGn+ryk(HllP<2>KaB)mz`*RBILA2m7i5r-YPu!5qA zyXT9mWmW}7K^2f3lh`YF&pZ8Yw(NjJK8M*bb~lvCE=T&r;T{qb;U z7)lS|;35?hjGL7dvN?C7h2N!TCMr_Wab2GTjZHgo#bD%IE5TSg8rqf!8Xv6srXr8) zqkptX;c3`Ev4hZJcSzC@CiZoAW;<3&61XASC3Aiza^wVjl1o?WUAeNN%HXW^IO>9u zk&weZ;MYaxk>|{$v;H>OesP=8eCbrj3~0|R#VLqr)wQx+dN1^FnKeHg2m@Am*{}iK ze+?N8Ngw}%f@W8P-&q3#J?D(s4%l4oQ@dme=}3$;OnD@0;V1cP==;al~kkUrvON(&$i%RL%8jbE&|!cI;oKq@uzg!QH&~ zB6sGbrilA#=^LCR18HhQ`h%1@Vo_AUT4T8+bia8bA|}3`cEZns3w>OB?o_h})R8hx z0xUp82H~;vKC`QW@$W?gq8svEym0wrsxD{liA?gGNkwl1RC=iI;QlE(&en?9d3EgF zKW7+;(lD)$5(4??x78i!&m_!R(@5zsoP014dfUdOSduD%8_L#uZNu+!o#NR z6+v=T+UV$gWlHW3dr*wBh@I(A8>xd#s%k_v!Uh?uEatvPnCIzqzthVzfYPzwsO6FH zlOOC3zO?g}qZtL-k4c$&N>| zrl#E8pG|1?^Q4DrhcN{2Ec^(_;fbsc&%Tgnc&}eF!|c4bQT6->flkXDFhk!DEuc)@ zKN9~qpT`yaXK`=>-(0LsqCBQYW<*I4I&J=P3mCUTvJqCiQri)( zO+UKWQ$NSn)Vc10@Xe;V))c1`Lhc%5e}p+E>-ayS7t*fzx8D^g{p_JOAv)`N6Yqr` zwHRpTyUA9gpb<0a389DUm~o$V~(MUijVRE&-4 z9JSi`j%u`2WX()}wK5W`?~D2d3_*m zWKXHbw*$MYQ^ej0Y5@QRN~&C9D)7iVv(~=_Sm*EADhfrHbC)%Bp8pmAIHQdiu{erDI9uE~`?!X!C=NTL-lJQF zGGA`i9L&v{dPNkV)`Gu*S!S`^{IEz-GW)yFO|-y7q#%A%vLImVt;oPkc^z^i;3}XX z4Ov!k4%L|EzfPe482B5s z8aiBD-~Ue}`b{FoFUQG&+ZYFbb#57+(*No=ypMJ6gRrromvnXZ;?ou=kD^z@A$Vt?>!_rjtNRTUPfb(dnUpA@o=l5_b)g|N^gG@M zr%VzlmMP-0i~$mllif-; zNYWV~l)bFaT8vb@Qpamsm1(4qKaxfTz&2 zzjJ9%pJazzs&-o;dpy*PbQe*S7YGMr9bl(pBe25qZ}k6pf9O4Yu2?nT*z3Jo3hhrLOt#R%Hvx{bSD45v>#Po;FqLgC~&4-g?xVKK>> zZEZI~LT$X-T_zsXJvd~5oZL%Nb=1tQm;kn%mMrCA9l;|J$(}(q235V9sZRcE$7+Ri z+o7@%@wjx0iH;7GZ46TiS1fPs0IuGyxXv49_|lk*mnQQL%Sr1GQm%e)SBj~hqu>0{ zvHWXL+-$j9GbR34V+eM5v;c|q;@N^U6F~4?lx8Im$HltFzxUa2$GkvWVLUu@c3#c@ z>hhT$^I+!q;T{)Tu?|BDJTwN$2kN(FKDVtb2|p_Mi1#w`smxOm?Qs~hC7jQ(cRl+S zAl6N7mOPiQk!R!WPC3=!Ercl0C<~LQHorj`5+wL03Tx;>E-krwz!W)4nDX0x+h*Cj zi}&OYCfk(lKhs1zoAYiFab(Uxc^^1%!rsxY6)Fv#`_k`WlzyKdhl!WpVJz}-cM$TN z;1lB`buK?EVwxzlEx$vq!?o$rgbybA>a(Yd@U5=Ip-Sh{!$hw>TfcV22dCK&km)>{ zxjTwN1YRMRc{TCu-`Z`*9MT@%;(oc%!Pkf*HtZuX^Xx0H z+KmB}s!tOSJ=;CSuHVA+E>jw|%eH7DJFcL5$U=-j;QXjmbG;`VbrLE**`B`+up_3A{c~N|CRd6MM6)0j&UYv?~j?JhUntkTw zEGSvRo7?U;I1c=`ejb8Z?X`;iycEQksh902WLo6Cx+em;y2z_fgziI%1BTb40Syt*kh{wpV*_O4q`;+zUEK zz72EpEx%m8x2jz8%*EzIQ>O&cgG1P3%++Gn0i2xAOta94kLtK#j-~|l&L+Ly@}X64 zYmf~N7XLtd9i{Ji*Flf>Er=R^Fu&f&uq?7CIfq$mJj+fKgyCB1H+m($~=>12( z*}n5!s?rsuk6zamCgA-F`YDeI`>kc@X6IANt`B-js74+s|=lo+;|z*!Kh{QaM4Oc}4#0P1k_Ke!NzCk{?J#(@G?v+r+PB?&+A z8!xITQWJ>NNRs+eykcwb$bPA6x{&MdGY8sgzBYlfv8-vKWm8qM|F?7EPhyPz+V$68 z*Yqx%<+Yqp><|~=?x){Kx;cgEvt~Frf9^&Bby3HHUQEh8RK$Ik*e;qVMVX~eDkqX-Xup-Q@{bn>I9_*q4e8=1+;2;=vB ze8gA3F|K?D*Z{AdX``d9xgR`g?>dl)0k%kqh1axKdo+{;i*&}+F+pm$zDxRR`OQCF zMUM4=oT=EkvoeYCh!bcfI(~#Y3kb`Fq+18h6~*{2)GzZmMJM@u%1A*+D6Lk9-aRFJ zBddA;BUQ@HU!bjYFP`S-dhdR}WJqajzeYiEoW^mAe0?Ep#4{4@P&;_{OtH$Hc|da? zg|PnCi-qTm@Fc2$M_F&h3GrwPrJUK`zi)E*C)h=tZlA{@d!tojMx^k5Hn(=}L6n9j z!8S>>RIuXAg)0GHMkF)T_c;)YG0JD%LL67vjrZLh8V~4%u?)_UO{YjMZ=)8Z=}gDK z-mZfF>ZD^M5$ar}LnXB#h~Y%yP`ro=|RK2HQbHR0VV5doz5WL5-f*>RFe0W7}(I3MG@0Liau_LV9a|Y#l;3q%3 z#JN{PzCp*dR?s*$!clb5OdL6`i!>cMyfl5#h;nbsT3|)fA1cJ1D!1`iB(k^)Cm8MD zM!vM{m7S%&VPZ42dY0l}p4)l3<>qQp67&iF`|WJs&%>aoH1@kpO!>qKyi1xfQ<-sv za+)&tsb#(}65AfI5bKwgq=UhUE~m$n&m|#;~t#Pv}o!j>ZLZ-`K03 z{@{>D#Xy3;4)yWWiMT{y-s^R+7HIQ-BM)pAy4JU&a)>n`a)~_tC-_)PMJQ=Ssq)zB zfK}vVgiY_-!a{zQb%7v}3L>EgJTyQOEF8yB?88^$AkuX{K ze-4=cfUW;s=CiZ$d!V-be~cFVfxQ7$H2@z*_ZhD}gRn!+)@v(GlzkSyTY#!7Q#4i> zdXo{H-EB<@K3^g;>t(UsUh=&!YFHxrGdG6e5F`UB{0Fs6S#0m9Jv!O?eI!KqgH{}` zwyyE=wCipU$f^WMVP{6K@QZA?f`YsDWhBgeF6Kt=t!% zxk;!Wzq&hWzp7yKsxsYMFtpegzYTqPF7w9dOItI$KBNzPwx;iD+P=m80MYR2v#)Rb z8gPdKPzI;h0NlTRpFKP`s;ss1LCAyh?{f1jLIDB53PMX%WN=uZLq~ zB;t}CkwCYKa(F7HVeo-jdpa*_i5lx}){f8f5qPLq^){Jx?-8mypqG8&9UMhr_2th4J%x zJ~PyWnG;UH4E^l!Ukpz{r9}P5bQP@!;)Uw_{ks$AVm}-;;hAjem}h2Y|EOl6*JbD4zzV`oy;NQ|KV56J zyiubfawcXAb9q3ghcY-<7kIiqa-z3ENjObk)O(JLlk?`WpigF68C&S^vR{T9Xf}kb zJUUVL(M9L}5M8vV!!~$_va@bq((N(RMm^?q#4c@sMA;6T8GHft5-mDZ#$X^SuHAX&Jc)C6eC>uv*Im?MxLqI+TXVZrDMsoOCGPw8G z3v3xZ0z!XesCaQ_Vr|EgxP(jgv?}MF2UeIbt_A`2d-TGD7`jWY95BFY)7SH1B?t62 zG>aH zgyNNxo?HqPn%6=;xTc#7y#Q&3GY?LQOBl88DnCA;WxeQ+^5vNZ&zgbfaj3ym6JkoC z>yfN^S}{RWB4KH(GG~I68K|(HDrUVCT;TqE!O2$lu69L|6S8Hc*Y2CoT%}cSM$7bG zw<+S%>a<=uut`3D+lbDOZ?px6umQ?THO(Zk4%neCpHd2kIrkvg9(z)7sr@0P@#``7Vm;R{-u$tkz)m9;EBLHrTgC&rsnrP>N3Arkf*@6V|-vh zCN8g`WIoTor~K_PUk#nUyN%k19QWK+TX$qu2W#SQbtcHC2m)tD$H|-dE|}G_7MAW_ zY_z`DF4F!SrCXJo5OSF;Lncu}7{hbU^bQ+YpCvGs>*1zja;h5j#_Y)2p((+Js`(F* zCBy2dP~f$t{y~%4U-gyr7SRrM1uYq-91RRK$Z({lh~i|apJ)Am0wLpz)O2cT-#-Oj zfu4G??zoYDegP*RI6-P`KHPZiL+$%a-u?KfRn!NL&lY{8>+q8l6Hhl>^IH?&0qV~e zjfXpnOcbb`vfzm>g-QCY-hl%6*^?dyS^-k|Is6w(iPO5Tc`N1>yB!2NFA}PMueIo? zhTRUR?8x#+6YWpg40zTmG(kVK_nA_ry5omPHhLu|HY(oB-Cjr}L?i5uaP}MKupoE! zW%5=w^arZrRb!VL)EOP=BwTj#;iSU#Iz_n0GaBr4uKFV>-fP_v<1oGl$Nd3|&QaCt zZsANo8o`}ar@Z|z{0CfShvUUaFen8=T7ozus8sN9i<^vNLp6;LQg68}WxHkl7^=`{ zgPlHCokpCQZY)MO#gcvmjjB&Gn@l(Fqqm_=K4p)T7rumkqA{x(+KCXz&AQm-eSv4O z<@RJc^*o%_Pqo;3j<U~Xh5iU0%RihVyml3uKbI>=fvma5 zw_X;i*v!?mfYmspGNH|ZSBza}+%rn*2DuKR@vA6@$LyC-u%-S}0$)%@%Fy8!p@(hG zY>uEl zT~(WS9`={Rh7V?LCB!}1ho%M!D>mOr$c}Z5T>{UY607+QAJ?YO;gM7+fAObO1B_AILioYDd;f4W z?P>(x|6h~Sz%3j{WCFfoJcaX_|IAS{bI(WWw|U3@M?M6M1M}x^x?N{!y-_@+x%i3+ z@MYRJ)fVl>;k($w9t9|9NOtYHz6*L&(@$E0Mj-q>gk(@%PR*jm;2v*0`y7^`9 zL;7^5fyMOM;FzUh5W|xrweOY;v0rSd{pD{|z4Fo{?BP&OEwv;xn?4PB>o)K^-KW^) zlMFobL}x^dulVAA7m>;^`ss*MWwJB&1i#6pESp%fPi!I?R0ch` zUVoHzhA$nh;d6!Ww3I%BF~6$Ptu(O4WIjCWzBFkd zd`|V80hqre5uSw^VzLNtO~>Ko*wB2>Ht0_x-01ZEG#8CDg2J1Xc5$j|=524`i{A|+ zhc(7om*g#Tbe%NbYYx#sd`IlTEju@}roTbjYCpNL0jx{*o&yMXq%8C&|3(#2)@ENi{ODw`+$6mgWg`)1uVQj{&Msc=6tzJsDi4;O!UKRub=(Wm-^AW^g zSWzdtPd_A6t{G5O6Io-@5oMbuF4Qw75Dn-qh>z!Sm!TN3Dyesi5Pz=95Nlf#-Nvkydg0V`@yBckDM;)mP zxgpxDL?L{h%Z>UX3%CvjU2%8IA)z-nD6J}lUZC87d1nS*JzGL-oA3>q1)KayHCWg` zLOErHfMH4gV+sV}&2KQ%GhXIlZQ2tLA$)%6pJIK=?U!Bj@X;C@y;c*0*K>MAhmDzNp+rE-DwvKchc!VPd!VR@2rb z9JW6CHlS8*99?oi2|<2TQDP7xcPgeFAa26p^>}{1O-1Tm%HQROv*?xeFBNhODw>s` z|D=wbM&oIdYUT2AJ@o)F-z{cLJ78ebz~0z9Ak%F3;qvU1*#0Vi5_2CSv`BmE(xXfs z#Sr&|8d9);;=}6_)68H#iw{R=>N4S3^>booK7&e%cQ#4xN#{ytii8s%V%!tsX79Qz zb2a3gzdU+;%j zHXl}x6#D zG#$RS0FmB}{>oA(H9t(f?RdVwdPOrMBW^ta-30Gkk(}M#AAPfIxyM-Nu-?-0aydxM2d}1$o1D}@rwA)% z?F!GxT5{bedIVmcq7a!tkK26<_>tQ4%=3PAt&YKW)V9(huSw6n|5^y_C2RfKTKW{e zfd>wN?|?SUFG4d#;_#Q($eT)8V&URd=kM24R$gVmxcz#gp${IJUgo}4@$Rzpp;$p( z!4+jYb=zNSYgL}AY45fAd}5F{o@S-x4{hEbsirxrudJbaa_)xhMY&0D_(Prcxjx-@ za%LpfF{l1_oIfW-o)s_ zy$b^nMHvBnoic*?DeOJ%gNj!>VaeFH&UFghb&m(D@11F^3N24or5wiXlGzY^lv$m@ zuY_&SG}%~R*Lagtw_aJztoyue>Y4Cyblp-X)d^EwA(uyNE+ShC2vXcUJxbeO^*>+Y z%WkUf8jU8}CkDS4>AKrmZCd`y`c{39<#T`oPR^vv8LBBwE?5#CmIrU1BC$-K8R1*0 zgUG84FFuMB@@`a4PN4xWE2zD)oDj-*M$2c04>-R$Rb zQ`0}ENxv?&XNa6>_5XQ_^@@+FtrPCwp7q((@>^WmruSQBEf}dHJVEa_dbJk-iI71P z&~clr&opQ^_o4{}Z23kx$i6c>oqIX1fR(3eAnrH{(XzvA()MG-Z_88|w;U2>7}xEaKm2`jRk&?t{I8zdQSO9Q57~PkqT2gEq)uJY}`rWhWO&6-Viud z2WmN4)#wX}tIc(xr;M?(h8@?9=p6$$0;LfJh!L=FsykL@`vQWmtx*;WN7Op<@RpP^ zmfjOn+Iy}pwlrfAp$kYN7aK;Xbq-;_EbZ%|2GdzQf>vC-LZ*xq^nqjsrv6^4Ral4G zjfh~kZK5ulrlIyy3CQKqBnn!>i*|~2sV2WcqVvHOupdF?x4x` z?yjZ?o6aoV?lc8+Hnk{eqHX!MtMXC1d>5DVA~x8@m{$(3(!J!U9EL9bq_y5a)3 zf%iR!i;8);BPY-C+cg#-Q|x1d-YK3*sPoaO#aOB?AIA@2_IG}YTBhe(!}nL*aU?;I zM7C#koU4$PCMw{o>MeO&SkF5{Ex{vqR!B=yC@9e#QFR+#8QfT`i8Z4rX4e5*@LH?u zoM0NimTnKZyhkI760q69;44a>X?OWPpdEAf6-t&!ds_%XwEWIyeV;YwPh6vJ z8=bFgIqrjPMNDWs(3`JYVY@PU$P&w^#6u?-?qc)j~$B+||ad z5KL_x1!OB&`p_eZw0QiJ*AYb{e308&nHNdwqvyNP3{IKEn`evJWkqs5Rsv!tg^om> zxlRD_9NF0#85jXU)7IsCTk>+7*TgJqm|82Fz5MTry?|1gS+A$*r793& zgCm-jm%%7m=JF9Y@jxH@qFL&GL-u47$3}~JHV>o4te=&uG^WB(>L+h-Z2kL zjHXAUD>sa0V#z@T7RRi+wEIs8evY^@qZZvcllf>oUQkWOWyv5>LaeoH*=e@<=h!M4 z^mfBGGX>QJkLW(bscXg7M)6R@3O)-x*!-fE81*nkO6`Q(g>;8N^hgM0zW#=I!VrAv zoUDYu|ILVnXwOUOFl<{v#QY$jHn-&o#==o+_@H;hkBIM_8>pTtDiN<(11ZRnZTd-P z+Q!QnOGdjB_Q2YrRRfESXNEk&`{3%@Nj6<9TGSwA15Dz0dyHWZrm)O_mu^IVt5oq>Pb#Ht|Anbrmzw`$9yT~JD#^wOf~ z->FFVeK)7sXtJDEBXTg-U80<;ZDNn$wTc0ooS>IQdc2o}A&tQX6J{GJiX zp=&(g7(#N8bHhl6hqk|Bs-o?N?n!gv%XGsQNBeSS3T(HqPiC{6wC(k`t``rAc>{*D z%?^;HW*8aaj{u15P)9vz@)ZB5jiXGJY588AQgZs*PLP(oBa}@6B+qZf?FuiS*#sLOd6c0#F6l-O7yQ*ITX@$N01jf;nbRDyWHQRrNz& zf*^u}gCB_czz(^5^?es=B7{~mvFc&&F4gigTx(wjPS! zANk$*0&SjzqTRqtv*832?VR<~8=}oUjg7h?fW7Ou1`t->g2SK}s5_HHDd5y$}CK3p9r~I&+PVgi72{ z`!(Ce?3{;gGx8J&1YiG^; zTDMv3^tqv{D)d{@bV>IGRc&a!rT7{AsE!e~QH7Q&;zUdJZ1lM?B-Wih`-ZJKFbzNz zKMcmOY=lYBrk1jYy^aaXl??1N2_@6^X+Yb+Ta#>zO%j3P!T7>abt!6oIoyy z&v?{7j`V3e#k08+!KFA5=$*3q8>S^mHCSY*AJB?jvu79$#O(+S_*`(B#U@ju6v*6S{f zqO-|sr-{r0l>f$b1c=^yl1TP(+#o(Hg!GFpm5g%TIDmi1>i>2ejW0~I1L$lj2ipKu z-?w`Cm4o>}1|{+N6nlOA^qqPEN=leMUyg?C`+#1l%1sQe*~Ofoo{{{in(`YS<9cWI>OfgPropya`b2TP&y|h|#wk^cBaFO6+ZEQO z*RT2FOQC#peu>0hbuk|JbI++$r~c7Y33Zy7>fpi}nEk+Je$%F?lDfNVA!z@eV)57` zaE1Z-$Y*YRj(~AY)7Y~Uj@P|m)k=ma1()_|sYmONB=c>)S{l7^ar<#^8~vpTrccu)=zcGT%bcT7zkdBIkll9$AEK6K`TUP&s-fNA`@~-~G+-;h= z^|h!8@kyb-Z$zpEm%gt3{Xf(dgsoGvuDuu}Yo3@|2=N#x=sSqw+M!4laEDaNFp6R@z|Jq04S# zLIhX-y;Zw3UT_b*dUv_GHAnP?o2W_qxmrOr;$s2-^OK&&-k4{0uh<9Xsx~>H`sREY zkuA`z3sWJ=*E1ZC9yaTWiuL`R7HTfyE%5H){ttN1_LDgRKSDqqd#UVU`28R6d0fFe z`Gr$Esl!=GvDQO1?F`G94$Xsk&A9UytX*zqigc-N$|lV7B|B(;7RQR(Xw|C>B67nu zQy5`chtdYluPZe1DOzdH6w0jQ6J=hMGOkRN*{%46Nd#JH_URTg{D)Er4LKuBgI-}f z#aRThprJ&BT{Ug_CM5-}RDsdhr&K3hviqo3RI10I6XIFeBwS>8ES&Ib_4LV=JRRpv z#Y1zr8L6CXDrDSIwNPve#8|RFu3JA|KSD`zm0(3Fn=O;^QeU_Sxvr^&K^oFC8ZvkwoDUiSn(q~{cY-{oj)CYTv#1cTs~?muiLm0xJ)` z6t3y5GSv!L0x03wS_9>2Rju!0JAG~{LC?X^=^PY^=gqB9(E4Xd@-zayRBM(44Y3t) z8W!natW~3=sW1L8C#iLe%uJJ@O(Db5aIHPP8_&BQ^xZg1FqA)n@XM(rhuC+s ztMN`7x_Jy?yK#CYkF(KO@6$XigrMJcbEr7 zrx7{7bBr@0H#i)9@^|nIcUh(CFJq%&*xOBHs%Aj^)LuN{i zeJA7i$1^dfeW1bxE=A-N_e2EyxJErzLV7@K{8V^MDH~w5n{t_5B>`17X!N}?AD6a? zZhD@l?%buMC&Tn5mIb%9T1J_6JJ=W=8cy;VKbEBpw{0BpjU-2~!uWmiXFCRdMgn+>m07L2xx-lbEzYEksvK^0am(L5ZDvTDp>wXrcmi$68KMOo2UlsCnvuFLu#rT{|uqOCrHC~(iz?6M60Q&uLVW~fH9K=*?Ozl;eYP{ z|L@u-`|rYt#osJ}cO^&X`k&3lCqPKe&wl-Nj_1WqDex?ueoW;v!^GhWM~NwNi-+|K zDt9PLaI{dmhPA~FO`sXmjL^H*i*lG^soCaDVz|M+GL z#n`gJ6d`rog4Gz+|7uix%FxqE0SN8s8J`$Vp!`cfhr z@=Rq|BHmlz(cOJB636(=CH;3{rCkCtd?ilVR7|pLdY*Un-57Y;ETrOGxqR#I0rA^s zk0r*Nxta0#>WL2bXj~``{^`COYwBTaS8`Kw(cB~z+@jp0U*D0Iu%U43W5nNZ>cWmr za%Qc6w!tOnT20YbZl@y}Ca7CYuMYl5dpK(~hgSc?@%8ufnP*>>(ooC$JA0oIfk%yU z?Ydw45_y-wY2AH}`?CLfdE!m$>PRcwHLj9e_7f#fPm52LR9hUa^cOiXIB(S+1x%v| z<@{3w^FHUD1lSY6a{IOMDcxg_=hAf=w`f1E}KgJ!14;yj0Yj~7kC z+ZIfA?|>EHt7cC4AJ1(qxZ?MD9gw%YWqyZmQNqha!Z!gU@%c*g1_I;$;rN8FC#?VD z*0tYT=@F$1a-O_fnyi+hW(V&GyglH*potTB<@!dI2xyGR^`X!f^6RVaK$1}R$B)Qp zsvY?4O1c{5+k#31XYFU6Qbu!Vi*~b~)%y&Xwalr5`8&mfrTLR4ZPFvT$!-EoWdxpO zgURm1i1o|n!5%gVSx`_Rgf<05HhDuGp1JpjuI&3FJa4iJR*!x{G-5%U;Dza&&db=2 z*ECB1LE>fSD3XUe$hb?7D5iW}_a2U4$v13S(9S`lcQX_Yz33 z+n=*V#N_4(*Bz_W#A>pu(zG(UHAuTqzPZB)lT%x1!{`)=PY(zYgspV_=`3EmOX8#s z_SN&faIuA)icGR;oepMYUk@wT$qivCyq>nGahrP&>IkdW($d+2_}edaYCh9JeDQjE zTI2<|>OS$*5Bc16Y9Ye&tS7YE-!|LC3-XJ1`x=--&B1NTz2ZJ@!ViT#j=+-o1KWjgDlkpV2dnFCc z#dyv;5#VntQ!hM`-SzifHNpo&)r;$TpVx@_Un*ekHI*wW5A>Jovq^qK)c5yv9%d+w z>8sAJ5+79v=-*(h^RnSH-&}VkI`Hz^i^sWtSg0&C$u`fphwwoH^Iy;djkWP{w`}+l zIesfF1D7%_z#hhQcV)&VR-_2}O+6(Vvv4dGBkx%)ZS5n-ualB>Ma|{iv}rNW!8ug@ z`ppf0CvpU0pVmt2wMib4U;_<~CRNH~T=f#l*QY~mF2e&q{VVd&kS#btvs(6zUxhw> zx$xZg6}t{Vl>ZD{Wy{G8n@->?eg#*nv~{;1*U+lx;}eTv{pNq0l{{tB4$V-~?zR$E zf%zM1XZe2fv6n5ReLb`IMug4M`8Yz_+OlaMwUrm*g|Bv2w5yd|)7vHvzp|~_RI>eP z%O$3G5dR9z6}SU-^~&cV+{&o}Sc@9a-H&Qg@AyRBV-=VkGJXi+k#Pir$_S#Xki3)w7cYflIr84hKV4tmGWl>W( zsrhL=seC`OL&!V~$e;<&uyO^Y78g)S7JoT7;?6Q!n8sj$xu+JF30)5ZkNzLDTe zyGv`p;I`odrthUIyi5}6NoDrudycB8v#?>1G2yBAJK_{zle7pmol-xt+AcXB!h$X)Gaw0ZZl@~{@MhQk~CCeCF^#}BA)=~C>4^Kiu(Gsy)M z>6$^ro2`PCkg2~ZGO)|t>r#V3okh6y#0#W(b!{UI;)v6+wpO+=TZR~t{T`8=fRytU zV<`8a8I{8`D;o(_-&N8iikp?d=~XGR*wtT^n|7=I2ZAi?1IWrgaryLmE=pY9M{Z%d31SO*6!l1WP zu4s4zAnR>8h)+_RQw=DL0OSADC!^o;CU5O8&NBZtG5$~GUdn-XFBD{t70<+hrk{(6v`W{){~`@!{Fm*CL7x#P}}q6X4esu*5^_I1D-pd+1ZnCy^1 zx=NOSLh(+X&fPV1X}!+iP~|%EJjvz~bV$ zVl@F{X%TfwsTa*E?o;bJXqn)?-UcM&OR+j&h}v|YY1{W_kRti$+O!+LftyX51-SOx zK+1%T-uG^7W&|_iFPphRxZkdTW!{%-aqBz<7$n9k4_7s=r8C9Xwee8OZ6IL0 z*Iw^o&Zfjennj%)%Xg(ZwL9uSo)VNgk{?!=2NXxl6=SbvGecXqf7Loezy_diPTl#z zq31;shpx$(jvt>11YpzRU8ytQ%AQR<*EZ0#Yfl5C$QhC3B&FNHaFb9bN|;_+n0sCo z+RUW&BUv?1CcVlV0p^yi#t^t1(FBa?hhF%U-uXZhA5>=`79F2nE!nXjlzY5uz za7d#Bl2wb7HB8gElP!`v`Uhq|MDvW_Qq~XP)Dg!-RoON@L@T~sF@r@>_Vlm zNN0H`_bx;MQ!o8EoLXu$&A z9CR~t)o<8?;P9Vq9q4IxG);tqUN-G+z3Tb*@;xGXArR{%ceRz3rY8MQQI+LpKWY;1 zZ~k>+}aBjE8+e@Jb!E^9eLC#tbb)+*f=8u-dsh`Te$3b zPwp1lw=W&r_2#CUwbODJ_<6+Jo*llwy)G2J`AYHf0A|A6`qhT_G+F1-{`+b9s568H zkRjYmT)sr`XL&;DsqWbVrdGI46sGRUB6^D2*Jo})iDdxO*DZR7a{^8uAyb!j+%yfv zu^4csr!9mnCwTW~q6(`2Kc4|dyV}^GRfOI7AF+*dM?u|is<1#ou>4`c$evP25}oyiy-3LpDbqk z`KNprva_AaCNt}h$T5%YILGeb;27EC829^p@9X!w zuIs-4`PHKykMxKfAMf|;^_-7ptFea}Kf)-@VrG6AP=c6?Z5qJfp4*CHo7f;#KJ9 zyh}>tQb~aWVRovQDiB3;ocx!msnOX0cIT@Xo2jipr{AOZPG zuZ~~|6yz>4MhjE1u>-bV2G))9vtDPDTHPBrE4I|SjqZ|Zd^SL#Q=}|`-QW#ToNxg2 z>UBd^Y5nH$h{3Mff{7HifJ)j8g0f{oWd9sz5gUf+;?~K9zEWW_pTz0k9(wEQN-ACP zf>k(ck+W$QYlQ@8xj|u!}wGfb&XlC)S*|GcUi28?-)Z)#5R^FLNO; ztfxPoB_p+nG)qTm?>ZiLhX74d6O-HL=N28)Pp1!p3n3-{$o8DZ3Bc{LQ#9OF*jBH& zX-m>326NIB(2rb^&7itG8CdSR$-8RWTAb7m(FpOo(>cX`mdjkztd}IprywVJZwLS* z(+tRlS3w0mL_WCj1`^?xQwKDiS);q^x?+~8Z6I(_+S z4m8_Ot>fo}_`P^lxz-_lNoa**K|}kmojaQE&KyYEi7qVaz!zjXV^W$_$a5;}F9W|b z6Tg&etav))v&7{vgUkXHEf-JBB)w2QW9){X{7P63B@X1`RnGn!1ZAr)xY?aZJP80;CvuZ zkr=lcC}acdt0SleeLn5hTqWo^aQEbiy*F#TF#$|S3pqW6D{I8f7Q zU0W!tcN9k|C6}otE)fKS>nLqta-We~L`PQqTIfrzbj|vjt&BQije6}qaHG$$LfLw) zZ>4J}%y{06i2A)1TDm&&N!8^`5y~NcRdp+y5F}dkh_AtYJ-ANJYnFAJL}=X9T{@P+ zz1R(;ZoCkiAc5IjyXvr@St+qdnjHys@96o@Nss^_T-coX$6@@xPrHAsK9A7< z*G$7a!!gx+d_IjwPpOMmj4cKjhB8rNU5m=Tb=i~C;f;$YmuF_a7Q*Y&S$I6VNU!c; zZxA@J{^=*eb`g!{JAq>ZBad(nS$_P{U473oS$pa~_^v8Y2>e{f&s(Zx=vB8%q+0}G z_-zdc1xWI{-+wx2t<@}ssb2%W4zL<=Ba_@M(-DDoetO(C@& z#(!_aW+x&!ts>PR9{L4kP?RvXWQd-b)hFqJfCa%_FKd$gSZmz{|BZ()?` z?e=j%AhIg~NuKk;-@neUS}izT5uUM2z&locJXW;@$fA39S^;PJbA};MuK6-2_5_z>TtBG6G35@A{qHQ&OxtEYl9%(Bqjd)3&c-W(%&-KIh+jvJ z`F!DyaucOh_)a^=y7~8S&*2`fp%SE8czX#37!~7`lW=5rs-Qp{J5&#|@Baz<%G6}v ziM&Tp<=`7k?m};gT^x$UB(KP1-7Nc6dCDyCXZO5!hmtR2-JAS#o}`A8=U)lSZ;7Uv zD*`p4cDz(+OlhoU*j1<9sg1+K!{)6l?sl5xIg|Qqhptkfu#7hMDK|JN(Yh0G6A6kK zzPng~oP3*!(b4e8qKMKcBpB#=6A7R>Ib;INbSzqDQ;(=OWO3ku9R;E;pPiEG`7W}rQf$1ztV&AiKB3~W^L(YwZF0XtJ5 zUOPcp9gpG;Yop=P(sryeECfx_G(05vU3!Icx=_GOHqIXifiijRKtdS!dd;c#ft9lW zJWoh``$&5{IJK?tRG~jdpfUaFvDk|}=K86rB7_(TlcMA#M!VWEk6jI5aF!DB z7i?h|`RI3Z=xN+kl7qfOs^gu{dy0$8qJc9iw%J*oI%7TfN~!I#&1=gtT^fA7uk{Jsp=KP$Jp3xFyx?__G(?(CNwWO9p~rZ6 zQRnCxE#}%|=?=o&M2FAuy92?D zm&yBVQwUB;OWlXD%zvZRJzf`WmZGoT`IOE7ZhrQo1Zc0lmXE8d5y;HW9`9PXs*bz} zHE7;tSy3_EkbP2|n=4#2uCVYG1w8`p>Dy}-ge2oG*}kN-*>rEFKACxHQfA7zb!55M zK>W8Z>9`pV_e|p~wdXe#hL1qtJo_^t10S)nw2k|g@*CE5fGqZ&Ter^md-D)Hvy(6P zrkX;4tj7-NgtwQFI8o8gc8YRm{V&d^%pv8+mt;0{=(SbjIyS`Z@m_OEmc5JLXBtwG zs^-japLILdNL!B1WP=#BI&fyx80CoY-ko`#8kHITx(=9R%ja?rL5_aog{{548V3nZ zPT@piynCejIRPY8<&up~cc!1^k*kKwIOe(IQkbL|=`XlQWM6w<9|jP3VRZO05bz~_ zZO5vNqy2K)&Z_Y!h$&hEu+wxL7unFx3|+y&0ZcqhOT}cvS-FSOtPc3F`xjR3UOt2L z{^;6_h>ea_-cZG6O;K~p^)w|Vu0`n%Wk_|^= zI0tyWQY)k}FrH?$>19xbTTrvLu$mt|1im3H%2mG)@$oHxIV^FXm-=nl8E3>5V{E%cDLWbnv1&P z3(ir_ZYefh`ha5eqjup}!%gnNTv09=8qBL%>2A1hL#-WL`3k$ZI$0q^hz#kKR`?+Y zR0s_WIEbXd2CE!8$n_yoIAWWlQEiu{;}M?SyB<*LdY2+3;#A-noxm{g4w_+io($Qe z$JpG5JL_cX!G}U`J1)7qN-rbiN2yC6Hxpeg6y$#COcyN%z1xv%|8;mBZocbNd1vS< z(Rsk7S~F+-*Qz_fG+|HQ*x1F2d3L$l>YX=vXJ9tV4P#lSH)yOM;`vhHkP{QM+`2i| z#+Gfq&NXhHWP|8CeH;4>rA>*8p%I|py+is58gYQ=zW;9|p&<)24ZoZ`k**L(bz(d_ zvZ@p5=NgFrvKGA*Ki|K+i^!OPb3Qo=rvNPlkIYNwpNZRxx9ihg2Ki*jnVVB}Nf)>t zHCBSpa0yt!q9j>z@3gl`bEIs6ok&@Z=OF}{#Vqdva6D(JA@2&quhAZc>*OB`&#;k~ zS43b>V%NdmrD2{XZMQTh*5fD@VJp|K3$eNj{X(h;?kKDOmhXC)PAjuf_YCPKR zl&3%7K)LR8m2`?i-gURfLZ)_QJf6Ffe5N8Ul$(Zt2a%;P+Y zaDgO>&)!#7U~q(jNrMC+k-! zMcI&FrFH3;{FTxyPc8MadNJV|K&~^FAN_K%+g2Vg%bOLcSMwlXbbq=Q}TA} z^Rif1#h`VMm1`ITif}*GtI`n=m8u+?@ERfLH_@+XwFwta#D;(LEfUl*g;(j|yAPiW zCZKpS)msvok(Z~e^lv4D=T3~*T$fKWw53HE>+cD9QCY2hF}gD+XWf@culH(h>ul^e zvVk9If8ivCb;0EgmK zXpA-@V!~h{sZEiNXDvBD2{;p1!S=y5g#q#L3IUMFn}Dj0@3fVZhAywHsQF(;OoB<} z{@mbS1fY*bncv+=hkx#sh<%`Gs#aZ9RMoWx`SDQJ`pcKq$CBwHg^Q=Zj*J+Qo3m)o zwXZCmR+w!7(E`DBQSVn}NrrXQKO`duAG}iys`{oQlI9Zp)FJs8>6zjg_vt42$vXH^ zsRJK(tkZ@?5Z1&YJBN)t8wqP4;>+g!%fs_P!F_YQ#Xs9K@3=1r+)a7F7bAlDvUXx9 zq#F+FcRGW^$YJ|9FYKjoCb$iw?1#i+>AHo}=IUG#AGFPlnIYzgG-6`Ugu8$R@!?7r zKhKQ)vr1EWJp0lCfCX?>)sy?4e)f)L2UE;}?Bgz_A8d3ED zq@0$jpP-g5GV{e|?=_~Ht0~;CMP^KI<<;IYL)yVAt9Nr!1jf%emI2AaUhah_TW_9I zuF#O)#CNs*$Ps1yVa!dGM^=VcH?FcQjMm^m%X;FaImRnf$uUg-?&Ewu@n8X{i1Ff^&4> zH($C9nv${y3y37SJ9};ZVTqr~jtm>K5ri|<@zr)%p&3rY$WE+^ccFP-1)@^ESw>ge zmnBnz6MLNT^`t$b{llOj#rL1mIYWsA`09v@^#7tn|8B`XT0)ksC7g9L zDE}K-;>ebOF5d}vbnc`L)m0q5l6n5ouk-V?jXiDomi=ulBBd$zG-vzLqOXZ+TBwFU zXB9oM+^3z{>|>qEf12xq$BM<HW6ys)@qp>f2)HEFbAHb@swdCrz52STrYDboU%P1zR?abw%=AW638;f)OE* zomx}q*W!6NBOsg^(00wS)8lwgN;c?&M_JKq{TzTw1hKR|(TpOYpuPhLq5d618| z*3T^k70D_j%VPK$ArNjndyjW!O}ywQn0Hd4LS4Gcr{T+G>GMb3cJ(!gkg3I=r$Uw(@)kd81ias;vK{PPZm@(E z#n=gIb;;!OMvPsB?>2_o1s5r#tP61BT6&%u%ZcKFbWN4as&KcDPm@#(nCJ-k>tJ$c zh5^jIOFaR*b7kZP@xnkyT3Ws8d!6yTmM5^MweHmA6nL0@4D8IbDqf7x9=-6b+3e-W zAD)kja@@_PB0xyoX=FGr!o-x~w&OSI{+&-FIx_WypL)Y8R zOmgminp^1Cy6Mp?|8yGuT}__Z2Rf3_CXmE*mHXgtyQ>Oe>UmpT7IrkMY3?mmp2x^8 zd-1~_Wc{gc0YSfQn`2*p~66TUKuxHb}cfWT!sF(f_#g zd)RIB3zH&8hi-Q{6X~x~b}>0+Qgpzb+Pg@`R0%p&{e#+M$VH4h0b8z~z2B|Z-rW_km(ohUb zipg$;>3##LYc$_zOGfU&^T5rUGvab9J4_u~PS-a}-JPRP&lj?%>4!h#gkIjz%u2W= zcYol~fC)L#s$qLJV|`1vn6*+AZQx$e_vi!E<+6%Q{yVa$q<(4590i|fB~x7=Q8G3C zCpJ5Q65$1E$h?{Ia4<~j`tWq(86*t*z-PF6Kd=j}D1l5hj_}D%V5PLH7%*wI0D0BB zrku)N`BepUrc}ta?xv}pEy}^W^uEmc58c9^GQ_e-%**UO9mJ5mo%E1KMA27dS z<5G}O4Vx5xv{2pVQ!C!x#x|7Pkjv{6`vB*jcK2SDc#OlhNf*@(w{MajURA0xy{Hs# z+YyU(6CR20j>cgeHila8&~mqf$O&Sgk6UehFOXimHE&g6Lc-=DOvUzFqUffI$3CUl zHtPsO#W6*>G!wD&ycFY!9QmaAOA9us5%5$x$ASyO!8w!#r)8gqbVu=XF8tX-F#qou zC1d%d$WMck?Vs8#zx@tnl^uMiV@54;djDo;$R~(6qXR8k75dO8yv>y=>QXq`v-zgz zYEtJMUf{%nWp{M>s@bP`0e3NP;bnuF(I({qw!z zAmnBQXiNBhed^bjk`(j#w6HJx;jLXUAQ7tGt6u+DzN27y*RnQkTG8=$OpD%4sZ?GI z8JyZ3WF?1IU#JKD_lb(`*b(auhHos}2BtF_vL&~|>P0N|`+Z8&pU<+F6)^KO^$MOp zJ$7T`#@1sk`0V~SQ`C$nxeRJhxMJlY5h-06K~QIZqdr4VNj1l-9A=mRWTP6asBf47 zkoBhj5CjM=tppzV0#)qE+PQTqMfTyajb!KO4zZc)q=_}_1iM4B6szV z%wv;)burop>~92#p_Mtw1#4S{Fuo^Lqjo3g#XERwo@nU`!%Jt>w}h&%jH5ZPxdGdL zZxyP}{EKptH^3>`siJ=6`{I!#P+3LQPD(rntu%7{7rakOZ(g0rv+o|NCxFl%XmCt5 zc&b0tg~6NyoK1Q*BVg<#;oZa{8bDo1Y3_oVk7wjOMv?;V<7lWQGerd4J}vWw1&B_g zNJ(CzHG=Gt12P7ea%Ce#-T31Iea4cr3$_6eV(~eE{%ShafpxG{Z+Ca%IVzI*|TB;C%l_gja)80L4U7vAbGf+rVLCF+jCm z>h!$WoHpvzX(433?B-BnT-YO+&E4+bnNY3;QH7V3wg1p=L5+} zIe8ekHEtmtc^%(ZdF&jGqDcPQRu&t2ZaXk*d^2ywOquC=C_n9$KW2&ptGkUl2)dXT zmSg#9LBAA(YP-JWsf|5-{2;GBr&(^$_d!m@>W-TKMClM$l@m(N1$~~WNJj0;pZBoH zcc1QVb#Hn{>N>O=kd|@oTJK_sE!9&c0@pcTR>knqy#&`bk2h(HH04Z)gI$PFrj{kpzdsM+E4 z2HU~P+Xdm>Gss*gLhyJfaxV@+o3iw+G&N90Zf?Os!Ph^PNZ%^enL_!tJTHALwO{ky zGd--USru7?1Lc4n>Su-Eo-i#IrPIKP-;EdaVRe5*kFZrwhmRFT;I3lAUDL6qaY=P* z@7{|If2&B~3AVZ544m^-irxHbWid%F)2r61(sIayFWa}YS5h^z^(Blp-q+luPqeD8 zQ+06Kdg`4Ds~QVH`8Rg!IPGiIex$r3D>+qF{`&*VAvC|5)$W; zrw+kD#rIP(L+Q7zIgIkFO$Q#hFrG^0wLHMa^CpCnPye7LzR9_b^f&L}#YrQL9GASu ztG4+uulDux2SeYjzBKO++<2yavn0}5xpf>Ucrxz*jo4iG{Dy16Do{AJ9+dzAr7&@O zqoX;DYtd8IIBR*To{=KCFzF-^CiFe(NATz$ueFx}vg+f2H${aK_lA|RYW1eYX1nx% z)&Vuz10c3No5^vIkYnoVkzO|P93HEbq?oEy-)+Z!u5&_)+xSO0+;?k^`q3PThGCnN ze(z$plbk-Smw`)Os6=}lA)gg)O}~rsJs&xavyzK7f!`4rbh zj!l>HeM)*q?51nZTNg>zRzN&1(Hd~i+di={LEK)v(D9Y&nQv#IOi>IsFh4>6C1v|J ziTY1;b3qxEVzs8BfYv>;Zl?w(b-Vv8u%eD}3g3geqod1IsZKC)>5p5Wk7^1Kd~_hzZB^t`LA_&vd& zb8KCZPU}+$}|!T6?kObQ)_Z;-u8YZ(5d3@p7^|NEde)S7JT^B z^5IR)Mpc}>yfhtbS@Y)ojXS7XW4*7cM%Xv1cC=!j^)0!{FYn7B)2FJoOV8%id9d6^ zl%3xgN)M}#XuTfKw$uRbqpULHlX|T(sv07N`)&EM64`$ z0peMnrux)ssnY`4A83G=J&aJ3du&-4S~?IP8DNXHH)=WaT=f!1M}QSfwL@R_GU@mx7FKPt(0*zAA~D=*n^0oNGFLYx(&Lc&+qUw|I_0wObd+ZmI^iq{7i|cW=p0>?NeP z2X9R-QrZ6kQw>rC-R>$?xx8H!ycS1JL!{16MA1R)#+!JuQK_;4(k-&nD`0WuLtNFu zP0c?g(DKR*rg`743g%hY-FTCIdEVxM4)3<|epdmaBs&YK^K76NAgF7u;7s)uUx=)f zGLnttiJ*Xpvk(S->W$rzAk?%S%PhOO2pEUI6QkqfhK`wPVJq8|Os!78O~9VL9A^tl zUVq(kmby76tJ@3||t^p3SzU0so0!NObm zIa9IjhrAWy{P_cwles1XfssU8xw=T+`!+*-B%#P|If{oZQ*5oSyv3fHgW|%Q0!^;6 z>UuKOk?_AyJ|pa-f1<>wZ8^a;XkCrPGFt8PS(U1BIbgMFG!%pC-OzZg`rJR96=BL_=i#Z zRFk9*hcQJ!9~Yu4V5<$cD@;pGw|pzi?q17;dL4`-T17&>kctm{xj;t@F2*)_+Y}q82l2e2;go0WU7o?)a zwB|FckAT};wef_Gey2*SjC+(c>FPEh`R%A@7h`31a*Df|9pkT zI-5uDXydLs7bSP8b)%s2>5Pn7{j`&2VDKBQ>O9TWp_UpAuE@P4%#rn&@Fm1XLBKNp z;Tv!^^gh~=HT=*Vs;TJ?yPxW!p|juOtG+lKP)U`NLtF~c!*8gV8(YR^D-U%2d}(ye zeag!0Gfapt%tC7tC?Br$$UY;x!5AGf>txn_!S-2BSGtYOZ0^g#n%xp?X^AZ;=qh?#i0+JtVcaip&>3%YAwo8WT2kuySN@QsnYCG`ueDHG1^;%B!h$L`42(lt+q?41)iXBSqQ z<|?oZk1~yon?Gkt+P@>r)(iEwzJOEFb{Z(gTn{-Yq(m|&SwC94%0AOdB%=Ja*-B%~ zn=0blcB~N)bO#Eyn{~=xxcuqP4}wbh5?(N}1K2evl!>Ep5Y}@(8wOUMESrxzx#R^{kqpTk+tE+maJrBBNmHQ-3KKN{dgaxU3I_ilI-xW#*yZqQCf?<+*M^l8kZHh(9gq>(3{{Kqk{&5 z6R;d9?{v!Yo>d6uxz454omX5x*m>ckQ+n`K8PgcK#ZIv6b&NiGn%!?R-Jjk431glg zF=;BI9cUYFvd?XqAO5k_ytsLkToXp-i*Xx!5|D2uKk0XeNp9l!!K-q3X*X7Kj?i2> z_UNes2zWL7FR%K4A8yH+|E-lf+}&LoX)^kcEbRBD%z`|-k9A2-isxMmOG~}rj*zXl z$oKW}dAI_%VBk3`mK7CE2Zsw`vbL{1;P@S7sn<^~<$K!o5zGfHJp?Vb&CWgXg)Fwz z6qV_@Rc(Q=XwL#8o^IofaMgfL1DeYRnZ(A;%{v?!G%z9b=~I#+=ul^eK#35+z3W?# zFEKX3xQw|3FDh&s7Ho!Inq58K>CsW~S%rrTzh)$=yN$3HzZK8Idl{W`fXvbOu`T}a zx61RH!|za>lcXnJ&e2{h#(y8WU0d?9e1^5u+5*~8YAm=^qSk49u2hiI2&WmxY4D{? z^+IkZaeV4>#$r}DcKRoHULub3q?%J97M(B7S^)?q;(AxtW6Ii0N7V5>U|$Ih8X&^; z94%a39wuyFo4{l3Q*V1Y-J}y!K7pDX^{>OV?bzE(AF{Z!AwWi|s@;!F<$u8!TQrZh~ben!WC~ z1Ph47I?SuA$XHam{%rGl3ro&E!KbICTFtV`kq%beyTP#~fX7PPJBJ@kqtz2MMj!t4lGa6U111v-0YM-4{&A z)FzHmKdZGX#E(fUSM9Rx^hcG`>2Z=XZ0>dzN>jN^94i@}Pkm*7+TXROFLS?hDNNrW z$}Qse(ZCy>0K4uQp;Gte)y6`(^(Lvddz8lNOms5?zx|`~=+a(%F`&Y~GY~NBdZ3;KpI!DAXq+4(JZA$h?^VPl@&}YA%6PDU`96o-10a^&Z*k$_o~hDS zYZ=ZlyGH0NdA0TMEzC%|&}vf8_x7RZA?kHMGvF*xF$E&N8kQwZM*C$!wQ2`Laz+W2 zL010mTMV1;t%|N;a4{>bxp=I#ZtT<|IgMF&$r7_ox+hHw)X`4HTO|U@@mq34du;HY z&c84@qko%9sbSXtdMm)~0s{gl%R-7P9<^@oEYjVlYCe4XuKfu*^LM2R$MJDBDeSdc zs|>N7e^Dc<>TwSJE#F=k;xeC9@I%n`i=w?%?8$kHwU<@+>D+dtBHY3hr#u_g+WxU& z>`{b)!NYo1F{z81J^lDk5rGA#B1y3bm65^&5ACUYZzg=_VaxQN79cXC%7tilU$JAa z7^^Fa+!uVDU7O=F4;W6(n3ng|NYCCHMx_Dd_8dP~NM|mpJ?ZT8k(r@m4@BFDz#oKu zk#A0xN60;n_?nCa*FHNL022470kE2*aQs&1b1gB}ohLUb4}Ryk_HbNITI`c|W*GSS z4e}J9Ua0hG*O_k&OaLcN4xFq~|nWO%2f#wcsDS<(t- z+9mq_!Yf}7UbgHV26yYrE4pCmp%EsLqWEKlu}WXCx8yu{_qIXtUY=;{2Jm~ew&hRv zOD9%20mQ{Rb^b7`@S9Kx9Wc1$v(=$wp*j~Rk&*dPN*vy8iyQ}z57}%C@H97<9}qAD zEN5?UyGi60d`UgGdH1I>@_Ij8sHj>4Ock$1z>HqNC&JgvmaO1qbAB#`e|PGr$X#7X zNC;>-kqkf1{VXTV^4tkb`qKO<+vvnKXoZdRY!V`!{EmoaLvt+VsIBt{x~gTKFS!J< z8Io`n@Tv4Fk1_8js;?Y(?e4_tV@zl7rv1rYO>*Ay8EA4(oo|-j<12EhgSWSQiHO5% zE;hg(?l!pk9xk`2j?CMCS}cn%TzX2ESXTHn-BPv?!|UrzjKb$ESdgU&J{f3bqmQtl zH_DgyNf66hyu=?~!y041DP#NJO)>$qnyz$vK(w*&mueS(<5-aSP_e%Oerz z0sL*BZ~>*FFKW8F*oDtu(r>pQKszN=#De+0^s@a?f{>Z&fkj3Rfn8QG%DfY0l{EL- zE~i2Q!kNd+ix(>5-)o^tZbWXh&+NaC=%#b(9h&s)t<=y5I5eYD!KkM#TYvpzRgAJL z)9~!%>vD(ciL#If_u_&AYbf=bhMxT#9wP zd=yz+b}ILgO#&?>ebU`oi-Pmxh=}WVewBCSE$Y!69TL8Y#)R2GiweH)|eBeRxk+{zb zs-O~0eU7)N=^$V`rUpJzvxSBX?WpAvz@5qt#w0XA6!E{>Z47LBr9uGr+(O zBsM_LQn;H(C*uJpIKII!*?8mzo-v={ltSOZrRk44TR@-5rTj>7S4j>n+YK1YbJ-bJp&B4Xzq{t z&8~x;0;eR=nl?07FcmTp@H|Zarm$d zqRC_Iwh9#ts(RJtwCo2{*UU`5tmws_Y49{h9i)p|U5@Khme5Cw%U>Mp^sRufsc=ld zS+2=GdB<_|JXrO;1q($WAxUJD?|8&w=N@Xac55SxAg=tHlhcGbe1FE!@+fI0deeGK zxg8p(gFgLOQa?Q0Y6GeI*lufE0A|F)CSB=RAT3Q!!gvURLGEpk};N!ia6|7g#=nO;|aI zL`@vU6`O^uRn;fD+$$4t9&-u2odTgpw^Q&~jRaTwP>q|yrG^+?_m>jshP2W1^yqZE zxacIokFr^kNjKiQYFJwMrME%jYzUP@rdu^(ABpw2(^?6=vPB4vf>b|TfnZ?-&-JI{ z@GT5b+zwI6FaMz&y=8MN)C*cGt58e1&$(||zRRvfQk2{;lv#`ZiK)DaiZ}2u&Yx2` zw>`P2X#$U>`TR0uO}xxtBUG5H8+@48W#-k(>|LCD6P8xmT*T?HEz08JVjNTW(Nj__ zvA-%rZ+XMs$%>V<-D%obFl)?R{-)I0>flaH0;DX;MzD4ZaFBB2I@OHGY1M*S;UBlqr{v7e6}L@mYb9vxT1}k5 zcxKllw>A|WXN%wxrBVhT5r}|8*AyGbJd`8Ojj=33v$)28K^~|^nJABT`8P>ab5(i9 zU+LA)AR&ZMJk3992PoOOBVebq%r*}$049v9`4^E-B7IOyR+g`5r5BiHxa}pC~6kt6@^p;WsIGWd(Kub3465N4}Db&Wno2ID?Za+buS zZ}P45*X~Pc_%w>JRp5k{FO&6`P?LG*(6fj#2rlRx(xbGbip1?U2cG;m;X{p~&7WXv z;M)F&Z1~sFH6ul>lI&Qas&^0cS4X(_PL$s|VplXNN1QgYD`sp_taR~7uP{FQYP%Yz zd6v^ZSDEWHgho(3eyJ77^GZzC02!&G`Xak!7EHL|KJ|XN!I7U%ZGXDM*nY)|z!uMv z&MyG5!O2^EF~S&doo4-1Wc))X+q5sq^@Q}Bq(V9qBZ5L@)0w#;(-@BPXNI~Hj%`!W z4xA%(KqvMtQdRA=(Txbllwsb~Cj0RUC!Kg0s|fGMt%)-p?h@4{jF!ZcwObM7YEtMc zZqXab=w@s;)*x|-zkPYQ7@R;G=Pk=++O1MYnF&_swV_`{)DCaww%%2XwD65!;-LF< z;yefJ-0-tPg%nHgRS~cHL^D0CHuT`5Ul&m6xvCbin4Dv&aX# z&qAMF7`IdWb*Dcc=;I4&n&UXlqbuH+6Cw6Gmm*A{+rL+Ng!K&K3onil4LGZr2fe~8 zEzE!VZ-eHHf=uu@os~Bze8zL)!KW6NKZk(6dd5wrUtQ$E(PE<1)&Z5;dlOXm$swp5b^jflMm8QlOZ5juB4j?(9UQ!hB*?+Ga_GGZaE z04k>$_WQ~2S$fMum67yTllfzKFZ;{BR&Kw2qzz#EcY z&GrH6=>hq88ovM;0Ju%Lg7qWv4%{4-66N3`QAWGj@{W~o7JRXr8?D*$_FpOZrif9$ zkt6+trn!R_xELqR(^H|(%)-mYenBUjNS#*Q7FRPx8h1NSV83P5{TW@W%?UZ=#TNQ1 zLNKS+kC*snq(jU`Th8vEBhjSeL@zf8ltXlC4l@w13i_F1d`Qc0wj4Wb(7B@^FgOW++jw2$JmbP+8HAOInS@yG@JI9Kr#|+iJ z%JUY9F{f&PhlFQ%xgnSd;Y-FN)2Cyj8UDI6dyLX(qBRfxtSXQaQp`cMa^%o6vvbwr zW=vN`-xc=Hi!JaXHAyw@@|M~9pyy;!xOBe`#A?IxDoV^+cC&KmFA8XJ59C7J>TU$! zR+J-M3v%J}PTEEv-20#zj-Dy%exQj!S~D3UG95!4 zS*W$*9E`ll>~5U2#B88c-CBAkj>l1Uju(_uu@@@s4Q_l@!l0fWeR|aE_)<)q&9{5KFa&-HzkyGz~Xsb^@w~}_;a6+>?YffzKr^@rYm(@jaw@TGf0(+`Qo-AFL z#Zy!oHX`A(2Y%}&sACZ0`^|c8F2$*McY`mU8zJc?mn150T+=ZwhboBLRj78^Yy^d| zdK|!;PvW{#a;&>%lT^I;HmX8)CRC(c9hyn@h0cr%iHOlLFKddlAk69{&o8ly^@kd0L3zlNyPzN85I1GrTytWqlmoB!6xXY7%6=Fh}I2PTvFAbf3RO)2KsC!3q3%@^E4;WU)e+H!M9bC0 z8*G`a3_W#Nm6SZqmr09(@lz7*p}O?!T%9g`HQ-E&H?oPKj9Vj05;ln zN;KG+`w321R5LceRAH~hUaV0UsJ&GEKa_kF?kUjgz4X@Zb@r(Zd+trH5-91B3#D<1 z-wOTGgP!o-g>gl{mT!+cP_6Q|XWxg&_Z^Ewi-+B8EEBoux7U%drh8gdF#oDR#r%0AvtR8qMY_E zPD!f~yf3BE&1)hS_-{L$4)2EQ0*$sWl-(7!`@~6FGzf~}{#>o&ux2k?TGCePmzJJx z#Cdm-xBV%}>}i9im2SUP&*5z~_quB_Xpn~Czo^OQIvPSw6Nyinv3}PZOid|_$Rv}H zs{g7T`B#+fzk5hP3S{+bNJXNrk8!yCq~ElbNv;Rsf@v73RX&j%PtV)tH2Y)u zQR&`Vd}j3h>N7rVorX|1{wG1{~kpo(Oa*l#7|Y;;O`yA}UGvDSvJm=6-B_TzXFwakJC?*TU#6 z5!WS)fY#>D`GslpC!zR9YU4{wg*TR1T3H%$FT8PZzJ6!OYE;WS!GH2HwtcX{n=4hy z#lm#arhY(Or0Yr?Ae>6!R9U2Wl61_|q1-aQcESpvHT9m>mj=2plfOV(Q@UK7TFa>q zoyvY%vsKCSauDb|EHb~*<6(KS2hUIgPce^busgug&IltS_jLkq4`gy}i@xS>d2l9i z9AzPfXr3?8)ockt1Pft9>d@dymUcW1Gp!0nViM@QQxI}YQAD7=T+-26)IX=Z{qqsm zPi(!uuet*bX*g2iNlTUamFjGRX9XPoi5Ipprc*3-I;!6|v)>*YJ-{|LxqR$igtyGh zE@Z4k6pZJt_(p!%@&A}D?d&%wJZ%vfFp-aOVQ+_kfD$2Ef!^wDW-~Vd5jDTrb9$6+ zJS!sgj=|BOX&)@*@ux2Metg86vV#G9!CqtB%#d~^+*kHG^wJY%k(>vVl=)-Vh=q;x zqiIMx;!%`ta@S20UOd52;1Ul!O@70f=rLp#~wsRRI2(_5Lx!nBGKdUsyp+a^(l8$a{xwK?QM4QbwE_7|GUPXa`|E@(?$~+_c&(y-PsNjy#cq<-Xu55JQ%O z-jmWK`*9g4a8=<_O&&HdENRsbXHIsAjK*M(rlJ3bvG)#V`)~Wk+bTM#4tuoKmX=b~ zu2rkcst#(kC89;mP(o<6C=t|ZYSS9EYOj)SOT~zwMkH2=9kG)T>v`w8pX)yE-*Nw* zwx?vpcT9{++K#mDmsEd#OtKf$ zy4|WS)tFol$Pl2QWQW{EOzre)!4px#GGlxRY6{|EG^?bhr$^7@R2G2;)KCq@z5D&BXnh~(0NkR z(#YL&*M$`(GG=+4T?z5zbK)(QwZ+?_ZIgoTdSg7x$QUSfa;z>bg(sik^{R|EN#Z$j z-KrWLJkHn;y-|1QRPl@4@7~8(G#d|Mw=89_ChSE=WCit*xQ99mExI4%hEh6fuN?U3 z*yxlitF7)?Y#?@9g<$07Dk=9#UTwJ2t1U&!@URozGT|KIo%o2icQgO;=!Pq1Y>2Nw z{#WkK1Bv^N@#RYm&Ku7y90&6}#;27Uq3X9on^Zg<6p;-;?D3Q63Cg)aE7lX|E?HCT z47lrK%Z-k^C_AcM5_l0cMn*h-ROkm4UTIY2;txae7o2kZmUfxkrple#`yQTTR;^bd z8k+MK6o~y{Fplg7d_znLkg9$ibU&ttz7PNqjTeas*p22V z&_oVco`b)E-5r>$cG&PlnvXF>Qhk>I``g+JB2e`?*4Ui_EqJ)t8!yybNZaaD4Qxmz zxj}uJQFSTETH0|h1bAbE9VLaLQ|1ejmQmI&E)FIRWX*%MFg;`s{}{`yC(^l=KN zcy;1=(t+Z)$QD)W{wBN`U>G({r4C}B4yV}{8{bzGir?pnbJFTIKCjv(9BS^)eQ=%K zsp`GG_PT8_O772UUk>bz5l~rIj6Dp3s99s1=5CJmdaeK9%v&nwEU7E$SMv2Lwtm-| zGPa#ec}N-O&$pRQ>15hO$JJN8Ojf`m@ivYf9ys{+ed=&+)zOj;Qi)PsZ^)$4%c1pw z`Yj^@QZ1v5Q@1c~OKYgSz2Qv2E&iz&9A}}J^_CCRNA6j7=6Enz78YVN_X-RkQje&dwu@xXm-ly8!XHIY>4AlG#qep zxA1E^+bp{^V(ksP*mPcDJ6#mq+$GhIiTJd8?WAsU;C{z*kt-Puvnr6mdi>)&fv=KV zt(}9SBUT>Vu0)F&?`zN4uHR$)p%z$}@a zVNsc~UN&_}W6!Ne*fjdzqZ>N{GS+!+0G>e>-F#Qu#R|zebroiLQ1=hV_~2Tm(9|I; znj79E_I0Q4Y5RiC0+HBp_-=r9fQs-R&So&AHnsry-Yqvt1uulDy1f;#y=RakTP0hD zj7F>I#b;7e%2ZM2!5ZTY`8R20zbn56Tv>}$5nZ&+^W+X!Tsz${DfpCbD#4wV`f7W4 zP{sH}x=3!P?e2Z9KSH@K(tVoV{yOOrtNKLAFnd0lgZzCUFj9n1|0@!E`_VT2EB@cu z)c*j}|7%Q9e>&&NKI04+JMWe)L3{YMrKj{9V~6(F|vdb@S2e+1EhE%nTQB`~l;caygovpOr52 zEiN|BAJ-sM?R1n;ZO{%eqggh8OQe=zyv7vTB^#kZS+2;u$Z!)Bdo8U)q1HTM+i!$*;QVCga_`8qiCFx>E-tG3_u2SAe$f$`!brE!$Vqkgk6) zbkUpm&MzHN;@PTS3NhRMyz*vtCo$8PJ3F6D3a-!PbM4B$hr+JNX%vPDgb2iTN*Wa( zPiV4c;BE<_EyxPl56;M#hZZlzEqsx@c3m#nuOJXHSXx3ag_PQ+u4{ceQaMU9}k1 zw3F!~Zj==~ZaRHv50{ix)?cYQz)e$UxJ8%8jkPR&KJ(7C8)t>Kd*d7;pqdx=I-n#C zd2$CDS{S2B98^m?RdusZSBTZH=6z_&A@S!M&qVs2?M{T6aVvccV3t)wfW`>q8u`lT zZp=&>1?nx#uW|S9yGcL>7;E$oBF#8A*64%}k3yA-SlC)oX=jAXSSK;M(2nw8Q?DUy zMboi0t8;|(daTz`U0q#hIsy&L^JSIJ&?q$!0i~KyBJk2(dt#@NehMqw4!{T@7gtSRJR~!%r4W}nW`Fja?8L1O38B*AD3i~NP8XgFCHqUDg7ftR(zz4hjhV@i`%8h}=WBR_LB%1kaHoK(_ z7H=_})T39Ul$wh1H(B)5pE;k= zQvpikJNTLAV-OeL3iNjOx!1=!(#i_ph6l@KM1rOy@UosB9?v#2+s!NOQ@5x6QEDmp z@tt|Qa9UoKQ8eE-(Whc5c6QiV!)4O{%lY|VR?scGH)Fdod>INM-^21LECpSQ0Q(m~ zJxfagx&F>Y-U?$+`k(S64;6#u_xBDxb%85YHL$m^qhmi_KA%*nyVSpuUe6&JZkZ!U z)5sKsbeo!8)M-}qe|Pfmwc`u8Pe{svm+?|B20)D;S@eiLOt1Ut%-y>WnATSFd2Q37 z)XdCm4laWGfY?AjxhX0Bbst9*>O{M7Oj+O!<2POgU%%~4rX72ZMb!BLXHLlTzbp5? z)p!@Fy#HDHw1MeskmY^ckzzHY9fi(Ubx?=l9=tdy{a7Tn*sVeFi@T>DLqz1P+N)s@ z7q~EG$8ob;JI6ed>#K#tO4b^UM$^u~Aa>M*y_%AmZVi?t@xt9N^ymyksfowf0!oDE!Ar*CTN*tzWhkLj)C%o^ainID{Ug5Sy9meU~SE#oJP8qTr zXk4IrZ+MEuAg?BMJbShA>+04S*vBukAs1Ya()=sV4P1%-dH+vJR6js)4P1M)oBt91 zWvFq|IatlQjeqL|L(dM#1crcr`>gopf$Py%`^59SsZeg22SJr|&pz>JjmbeZ31gL~ zl6W!o?{ZhK(?iY@P3$)nW(i&y@PTTj>nV~L)e%#@=e!a*ej z%Fp}~!#^Hl`LeB*>Ey``em0lkCNFwAQ)59Ll}Y9e_^zWN;7-Q_(S)stK%3n3r|+^i z1kL@_Rj>Npy`de!*;b^XwQ(`MuC}&x_rTQjy057ZgksD1%n=>yYlgYZh}=?zR$$7R zmXF-`bNo}DiuWiqc4l(Wej{rD@zhu*mAYm{-A9i@$dH26l(!4F6qs#cboi_VHjMR$fX1+}*KHe_6a}TbKJ>Px-12L7S^|2;V7eLbdH^b@o9JvwO z8!HLONS}P$_HC50=5Gd`dl#sGfPSaI|H3sp?~JYwZR&m8nltB~SB24>objb=?_c<# zP43ffEIpK&T>n^QXD996X1$IedG%Z(OygcHYMjjpXxqN>4O%-OulmiprL9RdV6NeR ziCq6%;Q$n{iy-~h4d*u25c(hPWyUO>gXN@v_9j@%wXjv;sdj8Xn@2q~B(VHGg!OD)+^415asK)UwNize( z_32BI-@Es6&vWz32?50Y!a{kZX}ID)dE^C^ONn2plPYrXtVrqSUrt4vKUX44`zP3c z()ZPWU=lEZ{5alWN=*ql_+i)Z`n729zfe)-U$@jz z>4^YA8!R^Qv5!Y^iIV1pj_vFY=@iW zkNjL|%km?-r7A?-@rrFAG6Vy$ihUg|nM^5Woc?T!MscBPY)>)b?bCP@x2Dj z&u?@7(+`UCIhVahZD6$5+*7`mq>z;7m1vYb4mXIcHW7N;IFr5NW^oXB>g3{ z6nhn6O4&>Oi;+8>E4d3uq)0`oO_f(WCsthEwzYOA*0dpEP9{ODuc1OL_jN=8G-9TP zasaIfW3*ISs}o<>yPR!Ms>Q%D4PWo=Xm*!aAD*IZH}XYw!H0(>-N?2Nl8O5C z0_iUZRM3hL@DP;zHG34>Gl;VCiWQ3&y}HAlofPE`?McnG~D?d(bSMo#(= zZ7k|2Wu~D=%=gN}!gIxBRe>_^l%~<=mKA8A4KxJ~4OfuzNEO@LFmx`e91GeD{5}TW zNkv-G$L|7p=&?OO3aipcNd+s{Hoh;LWNcYMXcuMfZUaoxIS`{WYWH`VRVzn zdW`&pnbaR`B$Da*Pm!XC0_u15Y=WEq{}b&8rJ6uS;X7Tuw0odJP|y766fifhKac)+ z;g?8(rgD_p@uPulkA`x_^i%P(y@>f4?Y=n@LHt{T|END^OMR=jl5c#e7qlq-fpCCy^*bN#%v6U zTs{3uYMwyOP#LgH-n5MV@OKPV;fzKNIt``7{@f{%&6(f1QmAl0GZckCZYP;N-j?)1 zqzxt;Rn}?kyx5xIBxDz!{4v!`Yo=X5P$SpEq_La7dq=4V?>llfvx#bz8@b_! zwV5LJY6kvsu4{?wk6d4)_=JXIBc#FQiQSA+A$j05ns`|MJWx;Ii5BF} z0`##&2}Oq{u{5)xZ^hc&QD6#iI|tT}pa!lI#0fki>~)J9&tDsxx* zt-pc)5>Y%uSP{%Ux_SOmbkRiY?fvs77Xwk{;usPhJYna1Jx0JJDIg1o@H`)jKkIR< zCU;KqS$(|4Nud07ub~M zw9L0Rqo2M~CCSc5)WT!a?W1~iMC7BHQj>`3;QK;n;ZDsyf9S|Dc|_ip<}N|}t**p3 zn*zp3Gww|}nq;)1H{J-ZgXClj>#M!(*Pd~nd2SFoe|dLt`Yia?40RO20A2qcrz5?e zZqD|0Hee<&;Pp>&3-Ys&qcN;uGdR0VA!Uhr8+YgCCO!SZ|CoNRrVUVr8NQaXwFu)UO}W-9QYVpe6@Ei>s06c1 zdIGnV(AwKxn+>;<*y49*fTgUbT(#_VOwTTPn;d+mbL~4zhiF3`|t1 zv|Gh|1i8Tk?srWl0$ZONhhF1PQZrI@>VxIesnDHCFF9iw(~n)SCqheXs8f`HfB@A$ zJH5FkO(`qk)1#5cfS|Tn$0Dr#$jp!zx2S?jeVFC}($i8UoA1(_rhP)DTlmdevs>=N z1Dk_>TCO%D=}csB)fuex8qKo^Qf356(k!qKO2Nad!)WG7Dhp_vUIDM^?NdAF6n`sjf1*#NbpTbK6E0Do0nWgS5fqj%+tFmitM|?siA)Q_s z=+{YqW8sHt#A4N+Tq1w1=0QB(R^I$&GHe8hCBE^gh}CfjDDsY}Z;I}L!zi-|X$pdG zoxvNnsB%U+2W&doPOevFHP_q{vWK_O!W~)pXI_n3`~0b`YkLEsc=(e>YtmdP&%Omc z$tl*cfm&A7CMvK;y^AWd)_dm2T~k=&!A-bIh%oS=FwTt$z&h+h`Hu^Ax01kV&}wB< zEhmP%Sr3FghAkSP`$t~48Syj`1zhSRcn_Ulf-f*%K5F$jc=g)ZS8u0h(9R+I$Wx%XUDXCiV`X32WRH{3XKiOCY3LY(+7i!A-gSd zxjO}W1+S(VGV)sMj|S+f_FvcLverjFsMRT-!4G7OPTam3fAp2cT*_5mS)y)yP`6f0 zo2w@WY7Bt!Z7%Z{DpT_qtxM>l@SQ$sRheG1zS}#uH0}%;QgRWk-dcnx<}DRYv`Mh= zXJVSDm>8$}2g`V;4*5vT{CP*M%;Kd@75RprOK^d64=^WFxaY5v!f$-lg(KrT+H86h+ zvMLSe*BP4SQaqmzBLgB3XGlvPV^&OmwN!&u6eV%5Je~D4!^95BoJvWwj0fpX%Nl;H z4!%^5YLH(!!_De$g4SAdA;?Z9&Ls-x^|iA0ZoGMKs*2yiYkEY*nqxocdPJ3wQP~=XaGq? z2YI91jCYy>WOUNQ>FV=YGO*!`z1;C5(velIa9}654PvcmKT7^R%l^x%l>9HF`9yUW zh_LlES{Y*euE*@_Owxn>>0f?9grl^P(o@3BI-A=1efzkgc`Is=@BC z3VUf|h0z4}Nex!7ckdiT+D zD+bbAbM$^I--X)7ChbQb3sz$}*oWfYY{hU0VB@IXK+N$-;TJEgc?|4I6X{+z-j54W z8-aR7M5~Eh`SvUb5sbDC9!SDVij`^PVQA|FtDl?Wq;_OWtvgquQ*HtL&XS5i>Iffg z&0peF>h9NoHiwFVyOzRRIWq_U_^7@8he<{ZkQX=-+P-O}dVO~8Zc`Thsr#`-<3u{k zf8@5p?xZFH9}vtlL$K+T+`=QPyk4DKs+YcTUjN%l3=5}p&5k*TF)UH;P~838VNJ^?HUO>pe{aL%++lt=2M(w`cII9#l<^JU>3utg zFXfdNzz4Qy6!4>6FJ`m)v$ms6w1XbCYEIpO{paqttU87Mv-rnY-#!XNVzx zHv)iTvn)SVR+CBIklS?KXtoJ1VLr_#^ex?npC>DzWyIyhi~@X^=5{BJezz&D9$q^@ zH=0pe`}$p$8Enz<)m1@JrZin-$(*RIdcuB`d>L))Q5I1ZYo+`7^!uH@q+2hv9Qsoi6@vXd$!T9sf;AWR`$h^NE95Qvi`k3WWC${n_gNhU5Ss{n{RsBe^}9D;NU4&@KLq zpj@&(5&t14YE~O>vfVN(L+{mpA=ja!Cpro=WY|l<)WH=S$>J;lv0ov2m;YD34>@ITR^P)YbujAuxsG=|ksJM+DWK51rCCQj0VbAj+`D82Z*%Wv8_KhM zKZAT@AUUsLxgIp&IG-l%U&go7cI(-^WwDiLZu6nNjjM~SXd(S83R3P4AHbst9A`u) zzs~0|B7`jGOXp#iIj^f9Rvm~LFH5b`@d z@b-6?#NXnjK!av05_Zbf2W@=*W1Qs|^w*!XF{)vrh%-p0dHKEJdYm3_R0nyf>{vI; z=;CtWrL(8jtcu(!N#t-_>yv)*&y_@C;6k*)zIyRq?;DC`j|m)9dz5+3Ol7KZ&`XiJ zTr$ESPCd0lLswPl;^VQ;&nB$83z{lrCyx`Vw^H=Op<9=ByJ~`MyZnb|26Cbed&~Oh z*(s(w*ReT|>t)E$MP@C;IsFVO*|epm%0UfTCKtJpZa;&ys8e!JfoX0uRQb-UbnTmx zgB*up$Of4b*XsU`oVPvJOSCXP-jVNR-it<<2zG8OnB=e?YP9?Ip8RH01KLWYuZ6-_{5U zX?}NUGx3wn^7ORh1#wWQ*!RSl%_LI34N%meqDE5pBv#k8H&5J3s!r6JLu2aXhL^@d zEz5MxWMz0|(R?7VF;o-W1w8?V>g0oho`Ul)Rxjl8_3vK7&WN(YO;gWePjNpKtH+tl zOGx-W8cQK(TroV9BygSdRp8*r2Y0lQNYxoyygGY$ppQ~RuO)G2*+xa^j)`3s?%d<0 zwl~M>G_4=qar80|%oY~c4xA#%C++EJxFnHuUvXK}<*;TJRcSf-n(_nWfzZ_fQGb7} z_CPn5Iq1J(eE}AT6)45}`|nS!en(HTFfH%Ix`s;4(p16b(O-Wk!xQb{7Tl=iQ^tQC zA&mKL-mK)2Tui~Uy~NcsXs_TMx2r*xCdvg{_d=B0xyFlRbyYJ(r+PB}GWI__@@!$Y zvY`K)jg3v^08>_549Mz8(TLf>@9B%|Sp#Y8v5nrpw-jz_DNgr@;)N((DYxVdR?(;2W05&~Pj#nU5pmYq5tizSl0(2fM`GN0wz~5Qc-=rgxTp-~# zu?raH1<)nG^D=-qy+H-lbt%4gtS6L<^Utn(Xn`)+huU`WK3rC6+!M-b(%A^Ly$3C) zei)YYY`Qxn{#8SNY(m>7{?zvOKD`8!zv2)f1xLvoR}V8ryWbDo-tbuWRL8PfbJvw= zVvv%!S~*8!x&v9vo^0#Siq9jTn|okBQxsQ?4lJ_o+|kD-kbEj2Sr{|pM~S@>W(EP% zA<_3rzLkG)PKM-b6!_$Yc>P!}-b*u0Eu^-`sLm-EKIYaCO|>bZy-cS0+C*BW)?v%x z!YM}NmKd0EXQ_}0Be<{9nal7oI#y&Uk?8#DUfIe6#JuPLZQ5WcO;skp`i!x$H1FtU z33v2$i;G^{FRij%ri{EV)N4{+n~RxpmV(L>xwLp!VRg}l*-7r9GmM(xrI_-?@S8V9 zezfqah0BytdW20rNBly z`x6ll`U^N4KuoxDz$nlMYs9v_yT|!LY@_=H=p%4>)qajDF+LeWqTzkN+8flXZQBIY zoVH)yTEcL1zYp4+N*aIWF{o5rtcqxiNkz-%VcisV+7NU^@~W9BUjg;2F#=n;n@3$S zOx;^V&<&~U1Gb`)_lsA5ruTmR5p>75UM_p|rK|9bh3!y(jF4OVo<$dcl}bcg>%yYq zLl*WnH#cXUJZNY$5VjAvKG1z0fLsEKgwX7&d?7HP{+erwM(bYF5IbQgG*}&T`y1zG z@D@NQCrixj^a5sVyCcG=0kxrJ=FtvO&XNRyTLoJ~o0zvpO$}7JvZo-eZxs@B8IxBj z<_*)6CG!C@(GRqOnRn&IBxf{w720Y3jg_`ThaOiU@asO@Ud72Bhx;5q`%B)ly09Ry zD2vUeU1Xc;!=rN3QIP!f&dLU5Q7`Pq|8_+KN$Ju59wcEPB;wV-LLx8^&8`SMBqvX) z?N`WMkW~JQJP2*R(l((-aflm)FrY{6*z<>K&Z(pvfH`z0q{l|2Wj`;@*1j#M>~!f6 zn;`8p?6;eYl&sw&*a125<^8Ydz~AI=Mge*_3zj9F-?rI9Ry%IreUI`zA}J?knh8?1 zLQKy;8{qps%nbLpzC{0|)o8IWkg=Ouq=>J-vU*R>6PLFQ-Y4B%X$J_E__CZ71(IVT z9|Z|hYf{`DSR#An;8M(GrV~*ig=vLu%s(1S&uZuQ{r%w;#Cc2jK~6(IPu^2?8oP8m zXX4$aFj$#1{oJ&wg42YkV*_$^0@3-M2^{pmUkJQn0=L$HJO^U@&@z!);$rRZj=E-u zOw~Py=yiVnDi=9bOZAJ~zn-|2bLhMC4JrSZND9#IYCWy(a7^a z&#f=03swx5c)#}42xF_RJLVZ_Z(}lKJR`(Y}g!m z?9v3p>En2C$4MOAIs;{(PX9YO1q52H=+rhVQdHg2uwaCTkCL9jyu5@(e5xv9dOLM4 zOEL)`NIH9`u%Zy;lK`~S5a0K`S}8fI^Xv&FwyDp(ohe>0?GzA;6O3H@Y8kUR}BRB`6|g{(Zj0mZIW}I3rD*o-J57(24`*6JK2Yjyv0F2%x91tH7Jo>e!VE=@*+wWS zG_jY0pwB?OLx^Txzs8BWh&3Hm7ywQFUY(L|;1sHOp@JXx3Li^Z3jUN`PPQc_$Eyq0 zkVTJyG{BHym9)BIniujSOp|b@FJI@Lpu7Ii&rNmj;|0d%0%y`+z&}#vw^gl%J5`sC zs)rKYH-c4|B6}1>`l`5|-7uRM^S=M8X8Q~3=7VfI#OBxk8##FH9|qV)YD@xsiA^!p z8_%tWhPNS&84Ks$&le+4si$>^c)EtURr2ggR=B+@uYSI>{LFQ^9QYU}2=Vsk!oXB$ zt+EAq$6Y^+sTddJ@a}!PrzPnrGkKuzw*ugU6^0?aFNW4KJp;sG`Fo0*Yiax#pm?uj zRo|(IfJVS)7u>Q7f%|JCL4}Wn3kBP)3Ma(AB&Nfb@ zX#DZo6Xcr**p?9D8oz(K+g@3dE+1=(F2q2%!)fQPxIS^UuP}l{lz*6Ur+!M_NQU3s z{M7!K5vc92ttnH;p_un_xzgl_Sux>#XM*k6dow>}p zvM7+D_!()&BXj3+W7lXF^qr2L=lXeLMZqgu_nd~xDA&J*nFY$IMRteZ94#^1XIb&i z@fC~);bAv_>R?xUo9z0qw{G#dW@1H4ZIE>l*%4X8E*fR&))W$g zU{W16EEqmJJzH)trtsvdb9&VnmF!Yd7oJ?LxAG#sFcR6bWG`d$XuZ(bl~3HO?9h&F zi=hE$xwJt%1kIQALzQ@R!(_r0&JdbRh zxYx40#g74sIk*`UJjq(WSP;=sCJzaNwyNA3 zFlkWgxYXV8E}`gg;!uamwEV`bn;=mO5>&9Ht#Cw6H}q`^lK!@%>ZecMkAa1Iv6=4z z)&Vzsf#Fy9d^*yygi!MO$C{MW9@%T-LY8qV8&u0VN3wD=Pps`>tJmx8Qqk&#*V$xt zW7}m!@y~8}pNR`}LuG(c+1d9+X#&^Rr z2<4SZPz3^h2U!(Ak#yC?^@}SCGq-nyD#R3aaPU65Dc6ZW?;8>hFo$KZ*VvJQc4vaB zfQ1ye;KSmiov`j{S;({$g4&3!k8=~`oQG0qyS4^q#vC*tck6yLihDw1>$#o;gSg6fK)CP#j$%8x9*jayvH-jnowD**_zl}->rS`=}B4_D~=kn-5IwXJa&NJwQc(L`}c4GB!P8n zqDo(b-?IpN9FG)LE9&}{Xculzv2Q$v?+ISTD$u*zB2)J*uH626v>SgSoh(eTG5nep zXgZ6C-b-*e;r(UBc4Q0XO{ww3`9%vFqRDp-C&g)43weA=5UO@@5%zO{OB!0M_w%>e z*8N#A&3)&E1WT>5;1xOs-Yk0u3YjvKnCzAGj0uJxNQ_N^2W9F^(;6kFoKEd zU-Bq!KXp=nKYjnjoC_xY_s-fWaZ9!xZzeq_ z%7ucep~>}V&>Lb~^ax}S9isq4SkxqR`h+L>guV6w5lSLfP9~{?71Ne!oDhN+Ju(!7 ze^D&NA>_`TchCL8$DMw7jYI{;rM#CSH)Bq}3dtSFB`{$ZlpQ;V z&NmyPRW!O&Wk$i3Q)DY`yRA6+qu7e2>m}+bRZhRps3>|mH`;%DfO!3-6hw(*tE)1l zNSENa$Tzb0GK2!X`k3(^eyD9}^XXk|@YYKd+vOHC{l=6gEcMr>-T9bs2!+<8#P|A_ zCWY<6REIDFED{6YrfI)H5&?97x1Tk3a$IBP%1|KzBA-NXWXwM4v^~-4qEl(pw!>0; z`;V@iMp$ua(p-uaIi5PG5FGjvTt4W-PO$X!c0_TRiGuIdt1KVK)^eu2RUIyQ|NPn{aMmXHQ#RHY?6Jiw;=OG5- z1I^w>z0LsTLVb+^oASbUyA&%&UKz?V^9r-mFBfME_s<-8iT&7AQ=7SacvO%|X8!H4 zvxZJSx{~}FsU|iHTIRV30Gxh?JJas=Vr`jyUxGe*qy^!qgk*{*_^yE5D_6Bw9?@)#5e})`yA6?c}&|af5r4M{!RMOSFEP2hkBh|dz;+@}>RbeZ?hAkkd z<&lkT?Y*8hdjhU4w{jWn5s95vyaK{KhL#*o1~#?gW))g8=R;iW>#dtFc!1^j5T60Y z;6ij{p$B@^T8RHebJ_I{PuVAKS0#ryX z1&=m$J%Ix8xl>@(SH8;0j4fNno5%y{FYhLb^yv@FfDlPDJ1&{_%gN5RO{H_7)Ke?r zVO?m-55m0@E2{Dhjsh7Yg5Et47ulf}7#|E&v{wub4V`;wQLeL=ccL8t)R(NUC)yG^ z;^!O!a9<-+7WGfnD+O}nKCHvY3YBBlTh`uQCB~IT(+eJ`Ovm7Xyk8rIv2YjNfpqCV zXqrNKkXs6DG}X3^9uRElv02~o*8@~-^_Jo+RC4U}5vTwG9Kf@ZZO{48 zR;4Dd-^r>1?HYMZP>whLcf+yn&#IxATA%x`oPrb;n&N*f>OY*np}NUWXdb+OsTARO zl?ZA%EOBKlcu~CCF&?!CE4p@M1ac^%)MIrG;4^t%V0NaX_xpo&9XR@qG3YgH3Yt*+ zjx8YFq_#zI9@+wWe-4mVk-D z5;Qh|`wGzKXYFAnP;}CIJx=VF!;NyRR{tpaqlhtw@ro5mq-e7;7a}!1|NO1D!jYULPk7Zw6;^) z?nc5ah{u)(HDtp=5GW!orU~paJKJl(7f6qQulTRpGAo*$hslKO7(|NNk{SPHQvF;l%{^K(VTc+YtCpCz=6T|$sSaBAkM zqZh?d=$=2~4KH2h84aDqgt?n@0{o;ItvXZqC;OOpA0=MQ49-T%tza5kCv1aXx^ADG z6#kBAOyT*Zqug-w_`ZjQ7lJb_YF?EmeXDRy@xAiGHOZ^Ff=&wdI4H$z;xo3erJpal zBD8q9S}aSJC=59;5Os9uE6wzTL7+>rLPZVXG>D;~3?Ni;bLc~-b^Z!Q$a95-JUl`& zR{Op27P0hoFs*b!)9YStw|E5?@rU{WoU@I_^?;G1-NIeL3Xbx%lz~aGdxr0@!m*h& zXONcosz^gD`LtfJXRvYSwL<^NCm6zJhwzO%*ZStVhYTBhaPNl{@PjE{d(}Y8!F#0m z>PhpWrv7|?TdiKn=-M&xyN1Rc)jLE?@6?(0Huoz)frLKFfl2{yI~6^Vc*Qqoi@<^M zMd5N>-(fzQFc&9W@2H(T3RAu#0EtC4CEmPx{>ZF=|GRst-)IfB5 z|IwvAfMoRQn9UAe=a=)?0h^ZJ~~tnPJWzf8lq~ z;z{f*dpihKOQoRbF`@-+G#*BG+I=BoNaj%bvG3uurbZ93`04%(F6Cuf_QbXiY9(B9UV zm9stkL&_t@_eSCI`L3EkZnTW&DmDS_F@hsxW4gw_`!887pz?hJj>fai^Q$!EC@E8K zYM%Ik!I-c;ZlZ&zbXIPqtuzodVeH1YP0&G>Fhovy?W;D0%H!)xp0=!f;Ga@d?!*<4 z22w!yObSV<2q!aT6o-yc(}gbkR#F$(h%-<;XB~T()C`SE^WDm;PFwe8tCpeJ(vzpw z>Ms)+hFLH;Ph`-Ax=5y@jQ4^-QC^U`YF|M*4-DKh6^;3_{5`GkoXIm<^*ck6Y6E%o z_qxjOQG+VpNT^6Bb(n2cBAp)dHgxSOutkV|ZIPqjvvzVgP{#6UdV)WptVD|9N~sL;ot;*DjT0#QG;nT~Zkr>=PF zp!l;&Ee{b2q4d6b8g=4^^Sd9T$x#Ude3sd&p`d-N*d1M3DHNE#MlU%P1NGov4dGXK$Au6s%I%9tO+)w;{`5=HECizr>iN>L3UcnLb zH$@~Gn>qG*N3Y!ScS8jw&xDod1piEQ?;Fz|ZLalT7}6{A;+P+ZPI+Q}80N=54B6#m zLZ-`%V|i&{+lGTR7Dk?rsQgLeam6z?H#P=YwSb;zNVrnYA`GQvV&M)nUFmDvloAXJ zzhPlHtiHEXDEa!B)vKh5vhmqZ9zlP6%iJQ)+SiUV5{eHMjqtN84Q* z^8v3tFl&s1pYp>PDqHF`;p7#dXb7<;;M8zjc@#}j`I90NXoL=81(VI?riZGrM7)6E zI?LC0$vc<)Zl?)p8}IBf0s?)R2Ajgn(6vPujm0^Y;>Ur39^6!0x<-4XTm+&_3%6T2 zL|rhW9&y}u*h1%DGd_4kqeQ~Mqww-pn^D<4%evx+KG2kpo)27&7($FI6jADrQFt}i>Z9lVZA_!k!rP1!lfdQAq0BOyirH7j{tqujUC#kWcw1b4; z@~ysC4}_Xm)XulGY#yj_YfNws;{IQQjZS*OQO3*7u#SntuBY01dl&c0SQh#ZK-S*nZkQ6`2R!Mo5n-k|Ly;kN*i)k_90Z3 zlu(vosH|tn5@n}ikg<>8 ze4d(`Uj6{%L^glI`iAdGapN`CcxAZV8?ab>3|3{Zo4chyD0Wer5lSEAv~RS*kvBAB zd4r6Y$~0cK$73AM%DA|b=MrkcD&?>6gH>p79%s69Uwq0l5LI)PFjdQk7!|oX#^!tDDNRHjKPOT-# zl2aB39K~qw{odK?*eV?QC4(u-!&B2SONfD3y+FIQnQ23NIRo4m%WTevdo(+z1%$)M zA92CI!g=@;7wwMW9x%rMm`OsnXz~4|CFV{nOA2*G4s-;lTTp#_Y6_qLfG=GU_>x-A zdcrwl{sj2BK+4kG<3u9lXTTST*CE?TRof+M(`Iq+HJH^hHCr(6EJtXtmCu!+#(-Zk z4_6PxB+!8p^g0Zc*C%0h9ir_NeRrN_no8gu8QvVqasLKXF~w3G%X~dn=jyT-!m+_B z@M4+S%kcPm&kZ;Hnac2uAPsvuw5l7a&di02J7vT(k8d7v`l2^Tv8!3t8*p zPwx!LIbRre?G{b-LZCcp_|&Ge4oqG-4;d*?ja@r%P)uo3ks z{17Gkh^QSiu+8{j?xGsV6U1L6H;uYiQ58HfnyKMnvs_aHr!Qj|9$1dP2bV$1g_M1Szf-3-dE8yr^ z{GML&vGcoZ>Zi)xOySPt)Dw{WaOFbu!fy8he9SEQLvDxS6UL62y z$Y*e;9?=c2*8)KkKlk(wVElQz(!KlXO>pmhr^*MlvZR|f?avQ_``U&Kl76yKj_kCt zCXLd8YZlOKRZz)LS?U#BHA(~y39TIrbS=oTLV37L6#bH8Zd|PSDlrq)#yG6%X-iS< z;fe576bL*l)7o44qcoqFp0|J5F_hjJ+gsp^n7WU|$mO2pLXNNj zY054e8m5SegK&q-M9AAoD|Ho64s*2!piaPwyuJK?fG5gJ7O;PAr2BFy%Co6bbwjH;!Z+o;mS-%CZ!A%B?ki!OADDfOE7I?0 z8|P+uSmmUm?*zhb5WTrwrYFq2J`NHc%cZ_V_nwwA62)L|FWh`{rNlPzJ|l%5+bhB+ z9NS%gKRf0U-;DeKoEbG9iq-~bJah!#8 zV47;la+7j@U3z$m5yG$#)oMOL-nXxxs%O5|k}xXmDu%nZR_zO}O)VK(@tjJTl9kI3 zaOeG$oiV!HsCxt`!4he_)2&+DWS}*l?j1WrkoV|)pC*=IX33O9rs=+SoDN&EYjt>< zhrc&KjvTiO@$rcl9O2&Z5Lz{@o-IuObT=gi8i+2N7BDDLQV!mWgw>evjCI-G&Rc)^ znsL5!0FfHSwv$_xF{16^vW{_?8T!&N-B@HI`Vgc0%)-}ML=JHnos|hIvRRxx2i8kt zS=s@1^^^0{O;O0SF%Q7EZ`cwW^tP8O9QUGhWAMS~1$xF>o7C^o3;;X#F`V8~{KV=Y zO<^@bDfzu;AcyWsncI!EV(&UM!YzZ)ak6KJfLbEIgU`QLRo;pHy`9{-wh?e6!v7h& z<$A+T)I@>4aB9nId-KPsQSM^L{>XJYE+U>v_}H1fMk;qcrhM{yy^X0N9%8U(pM_k# z|4OPnAwR%JHkizIJ9rFmy@|u$bbfSK5wrn`@lL>1GSbtp$qD5{?vnL{-i;TU)mSQ* zqxcYt<6huKyZza%qgeu=JmC6+4W4T60kZH_Kyt-0)U2x}8VP=jg40vw%{CFf?;qaP z7k5{cu0##dbkQN*=}@?5)diAE=}hg*vLC6`dTifO76Ut6$?sc+{k1s_e6vZ@!iry1}i-qhanvYa5#peL#r!y#u34(9w@8;lM@{qg?m z@t3AQm6c}SNO7U8S2Ji9HR?o$59#1Ka13p_F!-CV|F;3~AK=J=oo{?WW&Xl`}VfJ{$3fSHe9c^vrMF%hx&6)XyQ$ipc#| z)C0>m3`PML>L0n%)?c0P3?kcjqi%>z=gEhTERZ|%GKVnVI;_Fj=cha-iyKwnd~b{d z;EX&=<<_OmhLf`bHQVKtAByFQL+L@Jnu}YmXdr5%oio~an;Y4^Sl}%6A|30|HOR#V z9?V9IT@8NAZ^U=RujmLV?k}s7dZ4m}k5bO}ZAEQl&ieNmTnI8ne8k3FKfVC*>y(MZ zeSK>s*00&G9R>1shxn*Vz& z<$&t>613zj$5fwHO!<}0DB?d z)^A{7@`CPr5q`!as5#folbs^yMJn z5c$r&{by2rXLH3CkWm1WL9hA-pfJx~Mt$ppi@?V*!O2yQL!5?ffMT>^=8_^_jl+y7 z(wXbzSzkjpPuKfy89=e}Xmr4d;Yu08q0YT3@<$?o(vtIERviF7BmUK`(b|I6w0+VK zsX#A}>-Fahrf{`0idS7~5U}O@#k8D5Lm&qZg zI0yV~25-=w3Y}L|Rb_`=MoM%>wZ!YEQnKj?pf~u}g`?Y^#({8DEo*Ck`Q%y8wSn?G zpmx2&>M9gRCQ}A)}7L1 zWO9F}?2{IpmaGR$XQ9MMq)3)1-flY0KGoJ(tJIarrItCtd`zo%oZaj?_0GE0r@z-i zJ@T77nYB{a{_}t>^rBl-TM8URi!_vJjQj~7bdR4DiOCaTS{jSsuA=?Iu(zk$x-nWG zZux~hBS%X8g5W6k{1A*R6iuUr!8ouE;nu8j2Ft1yOn7n^xK2-*{ii;QukhZN*+bQb zGrHt6mk#@6MUo^gWKA3zY~EfjH@Zca!+pskB_H(zmf{QhsG#VR(haGG^xuIXG0oRax(0=pJBHyA57(U%2NiH5u{u;MBEu223(968VgxzbN2DnLxRx1f?vL(@@9P`j3~|SL?s&!+7KAuxLUgULf^Gf2;aaV{+f+Z%@u)@sBH_!(G`| z5UMHPLvSj6-oKJMj#YS==G16YFB&7MoN(sHJV)mJHo#6ZZ0{3dwRI z2lxOP&a(C8aVEZgbibdXQCl@+?|BM60raAaaN=qz9V}uocCiwV(XEW5@w&fAJ=H@5gQGf@uC8 zEBw^+xTkx^(ArKGY0a9oPOt#TpW7*eZB>d&mlsX&77V4Dw=noM?JNS%b%<~{)PeD^ z3auKjt7s>3SRIe00KY~&@i3y*@Oi1j_smWXHcBP>fL@@gxBrFhGyNd~2GICq2CN53 z!~Ut3Brd2RBHbSAxv}m{?c$!nUhq@_HGhuIXPy7BP?2dWw-hfCfR@d&T+}CO|GuTo z-E$I-&G6H5`MhZpeQHp4>OkTqY0XFJCRYZc#7bV7fV1$LX8u2HwBkgP`O3)P`w1<~ z;VDzs95I15++`5IyG`t!a6I!E#rgJridLLp#{ySBFs!!UN|6&L-+7?H74cKY*JzU{ zTnB&0QA&M5;^wnFpp>7PafIImoiZMlO4S}`%HLq~a8YZ9zg5^#9$pxJ1f47~YDsqa z{LMat^0^HdV*PmE=b)vR3Xefk$9P^&U{&>>v-670C_40~d}7Ak^(?OC&dwbc3^^0^ z@SUJssn$!F^n>@(qVHZzsnCaeR^ZsX9jHOQ>Y1!P@_zq*t1rB?>_BF}_hiZ63E{WD zz1al-W4#ehMMl)Km$I7#2vvsmaQ!v89Zam5;BuxO&;5j2K06P!otBM`Y?FLs)(x4b z0QeACEap}+cC+CAO+Xo!bw~gZw`;pPeH0|(pBZUe;_jKS*T2V$vwy_th=1F~Gv6_# z)Y?-i4bx{pK*p{F%=1Ut;eO_wU5w8xmSf&#{Yp|H>zA-CWjZDeAD!38wC+uMk~b(xOGBZ{yw+k*MAwKG z9|M~2M6(`&G~LII1EH($Y~#t*3wdCXo{5 zolmu_TT1-=0s3R=slp{RYq)$c^6%sgMH-me3Gh!n{CjVLf20wBzmB7ij}JiG0Rj4| zVv#yx{)A&-(bK|S>pY`*Adt<&At;gO0&KKf5c4^<=g9)8>y5XdBZaok>=kN~d3iPO zknNLRcfA9NDR*$svs{u{P>v+^+=D04-4gn^e)948oJk1WS>!%0nr@Cj_@keJ#^bis z9F_Ai%iG<*Ka3k9&8x~;WZAj5N0pL!jW2RM%+{sm2&m(tCE!o2KZuFz_hT&sdD3*0 zcmuU}=A3hugGgmInH(KE>+QdfY{jqI;{QgSFPhNiPm>O&16JvAqCirAeQ_nHNuC>k zMz(NJ=rp>SUnh?ig9t_k3j!4Yr2@^aWA9w2eZ|uRx=M_2a?I<9%94alU0~8!w-ZwB zv8Gywvp%cHpwu14oc{H(H}5el4y#&k=}lLE(Z&#QWJ$Nl7ib4ZluQWOO(wVDsf>yC z%aPIG6t|xOsna$us~!0T#JsEWJ<+CcK(8qVpmBt!>D&| z)7R?1be9CpS8Nrqwja%J&PEkOmRop)mb6jAVT+liA8omCAI-Xxa zq%8rJQ%7EWLamFBT~L62#4nw5DlBtLb9h&NbOU;)$?L9a!WPlbyIKVQY^OFo8{#^l zh!jAi=C9FTcERqyzS1)W@q>{(pIfPD1mt%<>cagp%9hUk=(@% zz8XCW&vcAfQ-bcooW>eh|EX5m_YP;G~Ft}hI=tJkhvu(7KtC)7X0o=mL~Wj)9a4;@Ti$cNYfQBMS+v=vZb3J|Canaif(!F{RelD{$5G-$?}!1rDZDx z)(4xQzrFFqMJufV$Mrn)4I4)|g%jSUqw?3R#61wo{bz+|p0W9y-<3uK(b&=#A zd)VTNnm28IcyH+^YP@hKR;#Rv%u9bDfR*VFFyvkH0Wp#<@VyTkcX8PW2h)Ijc?5>)2hL?U|jf_wGIhaZGQn598 z{D#BYdXz1OlbE*71F zK8w@c@PJ86V?zj^`jVwlz;Ppd_cetJ>*`b@A(V~jJ!wxdd7I7$G!pp zM#sLwB8JECpwT8}UYh zJUwlkB%`d13_oH|J{RdB--v8S08ePw_r5-(?ejB@y?w;t^yTnK8z^aglPr+_{Xot^ z8y2X`wBHrGuH2N`5>C5M^_Y<&49nxZJz*;4BtP(FWX+6Mg6dZhV|%9a37`9KR*x@1 zm#pwkCK>2Q>nk@@?ong* zMe@Gq?)NRuO|wPJ5mM-j2T4lq#lI4L77xag>zBqa5K1q(SAAXmZVHe1nRRH9VNnyE z7?}P`su>qMv>~_}Yj9|r4 zf>qjW%J`r8a6q=U6QSNYxTc__tXv*cI{gahf@j9lLvBWHEHIQa)6Ah~n8M|99w1E% zztg9TrBAGX7szai*3I=`-&{53fG;r4ZQn;%#YvwvOv36_h99$J3Q&4%yXs~H&&$oK zy?K*uwW~G^I&hFyBJ`GjVfB;83_s{~K;2cL;+_hH4kxX5*2BEUJ7oHoyiiLJe*b?~ zMV&kUTgx3$Iy@;7_YTz-c_6NkG%0|Uz)C8?T zDdV1~eMOVnv8Do|I2&qhtTB`57*)_7yznS6>eF+3&BUM83|`Go+LvmZUd9_RQW+%8 zXh$v8C`k{_Z!$MMGPD+*j>j;JGGPSGd&hZ#T5COHIr!MpH0@yh73j&)Q_Ski5u<(L z{91#KUYDB1yqaa}<(o4+zNP4DU+6HINwSP*b~|ZHQ}Jp+k9l zbXo_~Nf<#h+|H=#RKU4EZd$UBbD^|t_*TBa)Ji$}GMJhOFp=-t1uH3|~ue`POw2u;kiZ_ZY8u1Q}`DgFuP) z*kDpE1stexrOfjJP7doxTUZ8kOFOJA<)eg!!7HuAGQ8%P@~q{fVp>7|W|#E>^p<-@ zIV|_?E4{`-ghNAt!VEf2l4Edz2Tg3PTv211wvE*Kj4o@;9-&$t$7z)JD+|5bzLLzF z&RqY^7#l^DBGzT?05~;MBXywkLc5+%IMKC4iQUid1TNH1cY_PTy`v8)@(ZqtzWz|o zZqD~{UR-q{@ty5?>YQo*`1{Hq0fwYC<4B%|N$*5Dtp{23@3*g8bg{iELPs#lD@kJa zYCNW7GNjyq!WCeU5Vq*u+d~2HXjn1Cp&dZKzAUcnZS173CM^FbMs7fr&|jEc?}qOa z7_(%~w@Yq&H}2Y;T(Jq_2t3(Hh!WHJg?J;H|S-i&*L zO(Jt*x)aEdc@{f0P&94-nFVHSVc~79!4fBmD#usCyFnKRIP_HyqfepFMWk^+JS`AK z<#L;i=o_(H=GhIi@Mpm2JM#@>Rzy|INa}-qp=FOJk4Wgz8Mo*;4IS%K(Z4Ir-TJL| z87F|oZRTONiT{7*4K%e#w$rnYknK?f~5O%Ofn3LONrK1-i!HP&FH0;flsNd!uYl#E;$L8a6&geXGCYa^4 z&m^wh`Pi$fX0L~rmp^) z<)HVX2;4|Y`Cn3hIfA9h%Ys{7=xrmVuFIU<&RhqD#l#gmcb*Olc{MLTW)tyL4j~op zUsf~=-)-|Y45YJMLcBPh0+85SD#?CX0Rv@o9j=J>KSv*49x2SEU_hx#+ms=NDwE}i zWvd;U=UoIBV|y{JqxhBernP|>8_1whwSHMPowD?qy<=M`G+Ls%-K*2GzQO_7l@e{8 z%CaP^88U8;AD#vRRpCnqN{mFb%}kmxs~jx_t}d2_S0BC@ug2@v<@GVHQJ7||2i0!u z&Fx`*7O!SV^Q`sXc%97D?aro);bIm&u^J<}h*|Z!djf0PW~r4o&aZYtbfyu)!4zil z$X5HPN0rl?AzW84TsrQ~);IA{-FpBegFQei#wcIW2i z3dKN;#ed@{Eb=>0``R8|+Qh>AjirhHHdO*GZ0o0gZesCSUhx&!nyX+hIl3|V@)g7? zzHv8^Y}OF67ryNkSQ{F%TZ91f-@>Px!@f(4Yj395w(O;Bu^wh9h}YYN$@We0t)Hwt zt;T_(GA+j2;Q&H(#){USMIhXkOO?xWpjKK2y6=ahD`uP^Eh{Z#RP>!%SD0m@CK-v58p)4}}bT2R^duX`1iknfuA5SBL< zy;z$hmb0$jnOd>PG{opq(lwn|1p~Zo<1}B@ZHr!zHTn+ge^4PKBDP+WP?YYrW&K_J zn3g;=1*@drHOk$4q5&NnxgaK*eEV02=2g4i@}RJp=ZV@&M=|!MAzi-uQK9x?qZk7E<#@h<|zFjId&u-_~}td01}$-Vrbug!O-H6 zKh%B`j~#P$P@|hqrp;L@kF_>twP%$pR;i?m;B|^Z5fE*E=N}l;^g5Cp^CJ2OWo%IuNaJcc!Z6hSXNU8uRDC2NBSM5! zHV^=={jr?id^k$XvnC;Q5CL4!Vv^mc3AED^veahk(kk`QW_gZWR6>LZ5{Zq?w1pFk z4zFc>B_9O5$Jt}^NrXuKHl{0ke{^r$B-)5TeUnn+y@A@>t_0q{RuMmc4AAuOQl~2ZPOcQ+zMp4BwX(kdCE<2YOA*B)8lIa2z-m{f8@2{yHl<(03_Z@ac$y z%gT0!aJ%>*Ja-55I1Jd`A^Dg`w^;ab4;LZ(s-H_MFlWZD!+XkY{ZKoC2B1&K9;nGV zGIdudEf09^sCxm;Zik`&>2BcA#6o}%?>UDh&`&#P29u_XOuNA-l@It+y&X5rYOmEs z3#dh*@C!!kHwvQfb!O=fP5_+_A^S$`KVRMg>c?1OY_t;V0l)5K4fSwa4y>mc3(TEE zhPXLwk(Loy6L>XsKNT|%k?`3yia`6s8 zREk+<)M{O7l(9wnCAYAQ13cwf2Fy1mho=Q2cB8-!&u4J0u|QPzjemrXA2FcUiiG+0z3!S2_zV?-_2QU z=Wk6u%Ct^VmD%YZ{e11ipCt!^n{`i~AnBJ_QnFz?YB)A>#V*U~Q{y~`M35EaK1V6{T(wY{uu z$Z+w7U2P(H*H#XXD5L~OH1`_b3)P74R3a=rhiw0)y7Q<-seOHKZ|~Xh&@y@&Scc@R z9a#>(q$I??jgmJR_NivtMvj{IZhRuG3-kv`1aD3pb&b|ny120;@rODfC=0}Jb^%3F zB!4C4WD(xZYS|3KzSOj!T|iFekk!}sTEUIG&-Nw5?7|1dbvMgveT*p zEQx-(426;6ZKL4uwBi!f<8<15&dmeP?I>`jgTn<#y;PsD6Sp$?SD_KzNA~)HHc6{W z%mV2=VG-kTbZ?yexe<}SeT9+=_bQyPbDOh`Zc!TlMS(+7V<&25-~ydn?0)q3uy?!3 z+pn28=2CUf%M#)O%~B{D&o&=$9}`?0wP6h-g75eX^F5nJyG@rh7B?P;wQckxR${IU zFQW&b%@V9>X%zElEbs1g+Rv0o4~~li)_tP;vaUJU5Du{3K;(i&abzt69$aqu!vUrWND=N}P;i5tE9%SN zU+#|AYi|Uv1^Zu5v!uA~W=u5yY=bTCKx&@&KeQOXFrV64B5d5$s};W2II+CAvijWU zSD?CH+EwtWuF7Umb^E64ZZ|6ye_{Q*UsY}bt#u-_<@|p`Rk<5t~m`R z%`VY4a}UoNCN}AQ16yLyEK2Lc3FQ7=o4qOaGW{AH#_~zV>s7Pup@ImjKk(8(UQ(EC zvjx(cco<^|tZlN|u~n-L{V|PiUD;gypxw|Qdjdl%Y97`rNp+hPns|S>(xoxV{&%Km zPt@g={{NU~KW#1sx&`d0nwS1(&bINRK)>_$%1WH3t#CW{SeuU$dZo*nfKSj_ zUHZjSQ2|p2u7ozvJ6N*j3rB{smcWJxK3C+YSK3xcV1>lKgRvtQRMvsuwOh_8cZ*Dm z411#0XBXQxtcA`?<%kMBKmyh>G>sjH zUTMA+{PNgn1q1AH{Wy8i%TtG$XaARbZ)*uhqi!!d-+&voYXU|h8Zh0kDN`C}sy0Xe(u`H(O2x1*Chc|Vy=0Iy+jBum+tt4sga z@?zQg4(KZM_#K=iesVAVNqn?l+C*BIAwihl8@8&8%XjthOJC!p4@T`Aa*XVbR=e5m zj(av3SG>Y630tbW+*onFjexmC%5wy6)mE}0^En+J?ok|CP3zBvcn9i%-F6b;-T2_AG(pxJt!qGN@Idb|3Vv=xD>OlFGhz41po zbYB&Ac`YL2h0taS7Q!z_jj;@N5;}f6`&k>tsiN*xp|laU4?8KCZu%Mbw^4wR z&{_^>6;RMo01)I4E!03$)}cw?0!GyKSxfHe3h3IsR3?<>rn9&gS#O{5M0MBD4jXTP zO6b7-;DP%eoqu@NG4b18fLhU9%j7etiCyVwy)OD8YEI94wW*r61)-w6r}N&dT5U<8 z`r~_n)KCnIWm2q5gtz>L*htqoUqc+=`2kt!Lkhr}%&&bXM%BB_H8j*xo_| zV{TuN?e)I;`biaxkFeEN&Eeo-)(tnwQnb8m=SzR|f@#-ZeBPb?zWL22bi<7E(Kk%& zu*Q2f1fg7#;emd_0pzg%Z!xXu(*H2$M%2)NG72!Gr2j|k_{WFVbfo+AZwJ&$Q2VtC zhoSDPe?7Q6)6kO}V(U*hb$h4v=XvRx$GvqI=?&U+;<=T`Pa0;H&UL>jNJ;oO(c1|_ zZtHC7TYhp>dryEKd8F{3-j7U)aXDGRPa=zzWUChMU#~yCz*}Qq1lFj^eV-cykHns~ z(H59mmQXj}Sx5sffl1o$z#9Fv-^()ZW#+^(&+CoPp0$+HK5e8`W7@>$pl1&}L!2^$ z-e6mWIO&q*65`t`n@(?dySHF8h5HXst%+A$vVF3>yO37sWLbvtCj&KZ964J6J7Low zh{ngv06`NTj1eWaI4W|s>7B0fv6A14g}cQ0UCy>286drAWDiqn(@?c*E%%sa^k}9)YpUBk2Pz%RC@%oF@Ld7&vIZwrBbOL zYHAQj)VhCF9uV*-l%e|9a`$4!a$P+4yfP?mcvJAjv=-xV$Z47A{;7zZE4x>q@5fw| z@Hvq=O2>FI$N>XFQk`=zs+8@nlC12nf7pGgCNR;{sGk~zqPSHgAY5)FJ%ohtG-!y0=8dpUfuW74u8jQjw5HEwv_b;GPL>{t8a z^rr2ja>XA8t>r#&RLsOyhB3x4>ntk_%;*Pj4=?^d+c|~gYZ>o6U#tp zeB3-Oc`9i>pSnA*uE4FEX~0eq{IiPONd4;8e-FQ0pgo{8_i5)TGp8IhWDg$NP#8o4 zcX;;gZ%&ndpEE`cKfEnbrnUU?*4--1-Mu7PpEe%7gYoy+7ZX#i33=hxy056F<_7FL zE9C>et^xy`Uw(-^C-Z@O$f3FCpP){9^ogdXCcyw2*r54s+@)#W6>@P<Ant!Afr{1dQnYx>~f!9hjMI7~&zO5%)jJp;k@ z+OIq(y`T9t-QM7j(0$95YrhN45eE{pPDhJvOJ=?JJSSqu+=B!M)VNr_1g4L(xC!3@sV^zg_ZlpD)~{! zDV`Pa&SIP++^X|a)kOj(CFLXidav9LhlUYg zSt9Rb``?*mtqdS$Q)}>#B>G=XcoQiTdd({q;{TCEcnQR8G+Er255fcsDYSgm6 z#TSn1)5$9;k@6hTeDKp@Fq5;>Y}(`UjC4f)Qgbl{8+;slumO z44qri2khxa8`=}TquNDm2}jM2-^`A`y&9KtZs@7jU8tF$6)zu1fO+d~~Q2*x6 zF=iBjRSmE*8n)h`PYaF$Rh#@(BQF2y?Lr9`0nWfjvSB45-TK$5P9=DE<>$3Yh9}p? zXDs&58*95=rl4GPI!nJz2}(mF46KyH`{@-2y?^0!q)N{IcKW9=&W$!^nF+7({E`Rf zqLUne)yP!APn4I-A$8AF9R==u)*h;qM}L4$i@4l7;S!=-I`3Nu!h^}&i8#@+&Ar3@ z3l#6n7rRJ;zJ7`fPPvB_jR&H!ju0i#B+#BER6bxw4!G@^CW~H8-*7NoF|$9zR2b2< zYNIRdJ4YyUNi98>zff7=8%;osw#bmqaS^UXuMTl_|8+hCDR1CU5P3Zy_?#=vnSCtT zDI?pG+p4>A4(nAj>qr0)t`1~qlNh$$JL+vZKVT<+ak>?pj*qzmRkmx0VwfiiKP;E4 z$#?4puN0eU)wF?{y|H&FCtcG<9Y}+MdCOMxh2Zq!PXh0$j)UQm6DxuW#Ik@bgi!#SPI z&=(+A`BX!15Um<9`o^7}zR1Q8SqomP>#BNQrHMy?)CLQ;qy3@)>#mHJjGnWc9NS?~ z6T31i0oGINQMEM_P(xoD;oPuOP3Fm{x#UDr zFDDC->!^Qwkn7kiNaRi_3m0>S)uJ38i3?BAe+hwqa(RADhGB@vpyUxk!WnS3mt5i{ zckEA{<-duw{h2K5?>>1|>;2^e zRjVIc`v)PFThhm{f2%T5w4k3eOY1a9IVKiM@ynrv!hvYnrVz<{k^k?kGmhGNRw?M; zHDGe7gnIaWjm;*oEs(qi%U4)sJd#|!0J z!A&2xz}niLCd2VIH;wfKJ5$VCFZPvu4wT{Wh8fj#<}Ou5nkyofvpcDz8aNi3o85{b z{IM&))&Nq*v$w#ib5hX7rb^Ipc3pty{Q}jq8rQ_?$BsMDYu9<;eS<2#Ol&Ks*@?;0 z5)*;9N#7kFlD+iv)%qjRw>{8ZYV*m_vZnG(R-6s>D%+Ms9!lV+`Y-%8Wd|VLo>$j) z-&AmUAn2m8bzeI@uGs_V^EhQnbnW+;tP?4V@cuP9ggk0~Xcx2XNXkBq`bHJ#JahFa zVJ_3oc+yKyO*zljt+-4t4{kXIq(f_+RRI59`%Ar0nMGeTE9p$LNxd5Ka?Bi~r&@pm z9EWjH=T~g`Kh&&(2CtC3fe#)jH_JTMgLI<*OYf5!oJdu|WG zfhwZFGMcpwK`8hHyH2@)?psAFl=NGW{qSv8>==vi@8Amb@%>uz9Io2a}?|yxq!mj zP3^;^=5W{6@8C=G$3XDmN+4#zO_lH>>XI9l)|hXHA0A*{tyI52?@cQjz@#l(L34FL zY?cvuWM~@u&TjQRwZ@Yfa$>}wWqr%q9 zD_1_<%yhY6dB^Usfn^B*;tdW?n~HC~PF@tfucp`>;HIWHBBQz%_KfK+oeqaKjkpDs zvl?@M+0P+R);N}qj#-Qvt()XSE@Y7C8{!5N-^sxhJELbWeiYYXx-(uU?d3$jJD|%Q zW9p(OLigfU5K9}*&T@8si`ui*|ELw80I|Y?@%dlLVuJg>7c6Z5N*0V}h2}kB>AS34 z5i6b7&{uG+?!V*nftby2gW#UAmYtef(fjYDul{;QX(YGN8y&le+gTW-sG8BYc^-qH z`$5W~r)EbLgFk3}b-n$>ezeuxrs^9dec=S?>Y{^#G%w4OA>5rze~GW7xyCOF=)Ih# zRthDJCCd-A%-5v9ltWU=3Ma0wkgD?=qM8(?$f0pmFKf zNF|N70h*w<0Zxg$I4w}JY9bEGGIhI&ZcZ*ivGHa@iFV8^8r;naVoMfo%{Maj5rTD6tD`V(N zGc9wV#A5L4i9$VZ70ZzV0rA3&RcXq6V`!twB7p8_T|Z z$A{ON!b97g^H%rA&51QfJAeDl6g)@!)ZNKny}?fhW8H7JSe0#q zgE*(=B2N$_-5B}ZMqUv?$+voBLMqIQ9}5bg;KapTe}pUhVeZ!Nza`4z!NVSp#Y2;M z_5Vdn!bDWV8vnz(TkgrRJ}A^J7}mPfbJim~m>feIcS>x;0SNuBFDmv45) zs+RAb0JByVc14ft=gfE*X~B~(TuDJhDq^8yn9$x_>qc{+zMSS$t3R~>7|rqKU15)I zB#|6*7SgtQ#I3Y+YEIQ!zdb>Jew-^?a+7RD!=m(ym9>m(b!5E$ zG0)fIXk8+aWMxcC>|Kn^|5fzmsFg!;qedZ={5QokelT5>D)MEO!KgZ9mHeB^1<3sX zq76vr{_!KM7zj|y}taC*MU$iljfWsB5h*S#wF zs(Y`l*Z{7r_tz@A!A+xTgeAC3)&fNlx@t`gD+hSq<#()@Kz^Y0;qAB0a^`$RFjc|Wa_gb28(iYFde8_BsVdY`U zSjRO$vAN*k=dx5>7fsPCGGHDU^kbV%_G%i~c4EyHa+H(XJ-SYqgLlvYV~tHG?z zbl4cQ{r$vLAcQJh(iit)U0j_sqsy^s`qQz{Ug!PJow!66l6kKBx*sDIm8&u+y0VVM zE!U)5a!Ht2?}85G3KNIZ^{gGWO4LN6F;N8h+ zQYpZ#)}r`nOUFsTwbs7*WAC&4Q}>{WfSuw!#)#YEKbH`P0Dhd^mzxGV!QPzI*K2YN ztknkA+ivyha9##-blzgqaR%P8{)73uLG4H4rq8j(J61>;98fZ+_!$Ni)J?2yt^j8S zkO)3mpRpa>a78)lQ6`;S+}qRaq^ya|Iw#oC8BlPesP6S{B6BwV3Td)HuB24hXUc86 zHa{u3QW}k+ot6Zilr~xPR$t$ymjVPNwk|@=A3nBjAtB@mWCSOl_a6XiTYLSX>x8Fg z;$C|EqJDRbrfW`Gx5urGP6KO)PdC%A$IT4&L((5L-rZ5($g@~G>OlNCVMG*(-?8%- zD-W;LyRAN$7FX+wvP*<7rcJe$xRCGcLKY13ENTZgrPN(+QU%G$C=Qf7FjK$}PnW_8 z?&b|rIlv0BIZWR!8iRnyzskRE4*EYjXyB!PF!>ItZ!UCe7HU1zD)M`aAY5McsXniB z{Pu>gzxUZ&zquY%Ir=tM5jhcz-h|9O;#+gK$rb9c8_XNFbe(3{2ym0)d?+bpKu{|&PF_C$obojC#Jw;@%Fnr^55r4>-R=#Cc^jRt3ohCWE%G9%eB zJ`~YA`^^o^&O>{JzirFiBdFpY-X_OB=6#;_cy_zihYfexXt+ek?OwZNB4+Wo^5Ql_-2Pa32#mT`=3o%&g_;66asYv%&V&m5?EO0vr`}ze!UC5Sl zp9Ijd8j@Khn`%wK>O~YMYm+}ce)YMUGV+ySs%^ff6u;3}Fj#0ITJ$~ylqow*#yW}F zag@$Z52!kL+t^POEc8!|3d}Ptagv=+GO8KFFZDp_O7mOQfNQ3@4&oYt6|`t~ioO8G8c zdep9)UM}qmSZg&oC0-`%|6}aU!=Zlv_Ww$yBGN+kt#>Gq-C#&ES~OA;86<1jjeQuE zLSZCZ_E7dEhOtvAV;#vlV~erR3|R-m_+EP7pZj+ozrQ|zI_hwg@w#5m>wKQ)T@6mwFr-Ezy2&n1j0fwe+>Ot$%D;7{~gcPhroJ z6At;NvU*`_4F*qawza!{;*G#_cjk20x&e4OO zW02HrG#Bm`O&YfX1`ENhrYt!!GL~Y)BV1)eIoI#hfzL5Whv}sr)*5lCY-*b5nS(r& z!zh}A4)KZw>I@!_|C?`o=(xMMyVD2?e0H2AL9muH(6Y!l3%B(Aw#EsM*;WBeOiTjQ z&FMZ}eRNANP(XUuY)PE@qIx6RdDFsrjMTmXr0nC4G67Dpsij)LPNvqoyV9k_DQob( z=`pjb;@hGEB&Fz;6EuXD49$J*WngI>C0sBvO?{c0UUPHPA~sd9{#I?2W)&EBm!t6S z1vx@-4~wK9YypQkbQ0d%#rl0qEslI?W1X)Bo+zF5f+LC6bhZQcsp^+ycCW?v-KCHV>L^u{moqm zzv0R2FN^Klj^pk@idM$+4bJtWV~f^PN3+m9g|2lW0~cmGe8ZM=BeDuQCp34DoNfe3 z6Lls6oEn$*4hkS!xB}Mn|9?Jt!uH|6+p03p?YYT$H@yA0^Kyb5`)w_<+_+?mod$$p z9x%n*2=Zw0z?Ra@xbFQCKSjzkDg0}Eb2FJ%N;Ox+kC&AZ&-=t;V9xZ+X!FUEi&4(r z(VY8X0aZ>RrZ&Oxoh^@GA}d>A-`u)Yora7KW|*u&YHSt%e)goc6o)mp>D zv*7#@eeoXu$t~saC>aY&sP6KQgxPb+gy-qFS{_c(L>ijaogZRJl$oQ&1*rtwDlfs5 zVv1twk$8s-S*#`Qj1^CR$eT+T)hD!nF3Ql^!OGV(A|jGejvnZ@IBn4d>siN-)s51` z=NAAYuiG%d6vq?yfJ?hDahCVVt?D-MFyElrmp|E3f`J55BXecslyl0PBrkHhtySyf zsc7P(r(Jiw6*3bC0ZfvY7dePE*sLWf*H<*75XzkPL)Ggksi~2f%TEU6#gg!vPiiMn z{drskPW%H$4PqXd8cI;+ZFQrVb6jx?YOgRLqW@v7C&YRZ9d9LpJ!H%S^3oN`gs@4Qmt=0!RV?h5y=g>Q?o(!Q3y?Q8XXi#E=(a20+&!Fa z4%Rs$w>!H`v-i(?CUi@!8+xbqSaGxEP z$RsQAw#U;L@DAVeBMHRKQ`f4}$>o4fIa2>0VF6-xy2LvB!_VV;czSW5A&)bGyXm=E zZe6xh8~n&4hH2wUyQ(0V(_zR0=3zUH48f}?32J>hdMj_Q*{JG4l#)03qsKL`Ls5*$ z!R8cDt+iKAf|JC@l)X^9g0*!kqG(PI{^7%)sebUj`sN&*)qjE=hufQO*T$WG=4MwAM|w49X3&0Uz0?)n%7;Z%X6N?P zdH%^^H;$Bm-vM`JA;L#&%_FqqZ?w}Y-rLXg+=q9l?H(C`rov;GA0QtVe3ZFoq9iiv zKBXqstLA`HAQk;!NbCwEn>WHiVJ~36Yz6LoZL_C?R#X?jAyiiVm$znHuo&$4&i{48 zjZO!$6C1M#bqC*6l(+ZW#pFmlS=Q#RyPjSK+Z+a1uGJYJn>4S0grXwcJt#%!hj_4f z?HEY$lVG)^rE?2SRgD#;DddJgfQFyn-ea&e1Twe%dKc3!30voCo-8iW=Qvq2AmD>h ztHLO3UQJv#9{XvwZg;*Gl_Jxe;(ZJ>O))&terbx?ytp#xhq^d4RY+pehtOEabR~(G zs{;iq%vEP zpM}mceNTk>ca@_q6h2Y8%lCH#a?}$X{WTYHg<_W|Ru30(E3HjPs}2*qk;C<)YwM&% zKaZY&-)t+pFgp7V?GoY`!aM>#r~Y+v-UpUjn=sZhd+%}a!9i!SRQr=$n2d(YF`c2s zacR%>RmTe)zd-iwt<9hPuDO@-(QyzWYII$_$#Nj3KM|7bkGg6Z(YJJOR_HgI&bd4) z=TKJL_xe~qau>wyTSEHURD+N|=5+rl8_(Ji3_E^9)8cnlX6IIXE8j^rwS&F9S6FsH z7t`en_hGkNugw(Ro4L1bz`AdDCOjO>EN7$kR=nRq$b}_wPjlJJv)YHoR0fo)1JAd8 zjWTLw&Snfj77_1E9PS<)9$QLndn2_ovt{fHgB?5Ia(tD_Q=caPj-%M5axb>!$3A@I zJ7Pr=qW03EJ+}}U=oM(}H@;w)Q@=jIrTWe=zIKRaG1uRreda>|(A+_M>o^^_1~US| z1hjfUQETPZ>_%}#Y1UOQUYaN_RPB6>dN-?&QLLJY{7hc_V#|Zr0TRXfUD#Q=(rTu1nA+Ip(hvc!eNOLr0)Kbb`B7?YIDB+v|BHSdR-U8f{dsVu(Z%NI72f4% z*Hln%x$o#bpLfc{LsvyZ*DYUH1KU?H#`?*J(^~hMbw8U8$GA&f-Gui~)A!+@BXhHeuz`N{He2XI|H*8mx&_2j)+oc+*nR>I` zt>30}ts%-rqNWI8J!t)R)d1nhx3Dfa>*v62tp)dOMW)@ZLh7XNRn@-DWQsj!jq$4X zdy7*$UF**=!L{jYpIx`yV(FJ#BK>1)TuOZ*nF&WWTi1Tn#EIjToPse(0oPl=#V(z4 zQOJ~cOqe6I+puNpLvvgpn3^=g+`hsHGUSIolozOXocbyEYI7vk=nl!6e_V?qrz0Ij zszBZ0U&?F|RO>XROAg~wWT&Y`H*?)py90ASes}R{b!;Ni@7$EL!OTyUIn~fiJd!Cn zz4b!=PPPqsRc~mlXR|w`--7-R`E!2wFchIc(u(WG3|&i>(vxJh=1hg>bcbt#@KC*C zCPg}Uiy|MCx%GR{uI=LCe<){5ojmU3xMBdm98ifi!zc@ji+XxxA$7+sxNMQ5e(bW< zw;i1)6?&CJY2-AvKcut#LWTi;eu-P$d9|L$f7-ce6xfshhz6B(mfx<*&a>{-?4mm8 z+C`Po5(5mGgE70ky8Z?chn$ZDo}gO1p}4pA%-IYCV-4jSxPFJfx}aAz09v5KV(=CE z7fyPM4>h6Hv~Z*w7itB3qA30Yl(DD6_G;=_*}j24e<}FJ|1;j~oeC@d6QloQ15qaB zJ4=D=+~3hhxYKoP_o(}ShmZYRq&iD=UZCFI_2t(HPnrPT;Nk_hGNOaFwZiZAh4Djc zUKk1$@5qpzPgRE*f+EuT+x3QH;U0G#R1^IE1_K5cxJdv@wTn-=Q#DDpg zAI}mq2_f)ek@GXvhH^4xdf0RGq{rVw!hdxyp3yj_VOCkc_S0-^do=Pk_p60@w`fNJ zp2)k?iwJ`V{i&L9rKHz#Lp@Fk;!X#))x(c0>f)|V5&@SQJeoStj>l~sSv7Fp$fhu1 zw4G-x?38-qNw8ba$5{W!b>`vax1H0d-E`xk2~fa{(@#QrDn&U@$Vo;Y_pcm^Y?f+^ zl54?mSTU3euB;~x6x6wM*{X5WGz{0w*jLV!*X1#0U<*4JFQ55GVBm75^p}<&`@ASd z#0B(Y7rWQM{dx9oL%A~MV+2|V{HE6_v>8XqWDq=Yox{26Ba2Xm3?ofm?K61U*2oQ6 zs>y0_+@!li08}Y&=JRU!Ro7BzM48PsWy)0G(;h?bn$qK&NxH^r&=Q`-iQ$TpMkyuI#fF2}qr`)>{Pg-n_i@6)EIM3>^k=fRBg&56Ve zb9F`QqY5!~D)K_fMLYX!zx4)GQ>^QJZH8j&r`jH9PWHdV>b!sQY^ATMH^7167uA*y z`MEVcD8xHxA7^R`&9{`|5$NjirugQXQ`X-R?#J7PY=(RC=1f>pfn&gbH%|{Qmb*V{2i|$tX z;CT%14oe639t&FSwPf2v04|7-a_?cUBf>12A2(`C?E+TGub8YAv=@>zW)|Il_Rc5KyGqd~1%X`!*U7TYCM zzN@k00DMgiNTIS*J24gH~B;@ z{pE54yD4vnah~R*wPZVijX`&cpie8u2Ju#Xg1 z7f1eaQ14UrQ2rtyc8Y$lt9$9%_b~wN_?YbFwEBGi(04R28h{<+!`EG&GP%|%Q<8?q zLsQj4ZZs2(N&WybGK(c)Ym^}>u?3>6_c5hV&t*I1SPVZGC3MHFMIeMK?7Y)yxAJsU z-s}>Rw71}vIX27Ia*%%0c+buBa}mJQe_a%asjXGNb>2%W4=b@%Iz$Trog$wFmrSQ> zVjdWJZ+D@3MVcS9Pw!z&Frg4U+45$11UPGUtXiQspsV`2k%_5ze z7GHIoe`L0%{j%+I8uC){gX9p|S6$lKG1Ie`aZ1dbk>ZsfjI4+>9i^Vv#Iw25$<}xq zj)YMk5{$GNyF*e|37J3Pl_LH-1*vhNZ|*8i0rlHp^tyQl%6KiApP!U6d1Z3TP-rN_ zxv#YQw``w*hGrc4NR?n`^LIWpcw7wX#0OG#ozg>mEuQ~)=0(bPX#l4^f)YslN+s4k?Il*L$ zb-iFVL5IcMRLX`FBkOBT;;ur>llrc1W#;bUvyQ0ck`N3QYx>x^2GVL109vWvZfS0~ z{oMRCp*9~i8r(2Sdd*;gx||OD+3;DP=L1Dm&MOv!v@-*FnFhYfev9=4p;Qv-{n&gH zBZBj-qutJfU5>SHfR0^fV0q$Eazgv3iqt%^{~!>XR6}L|A?3+7RfXbtXO6gOR&!Kn zEkRa#Y&p+)bk#Svlq+^j!ZkBil#=v59Z%;qC3>%_<$n3>Jm9~I{;n5csM zkC7}c^$6xT~eq0vE}2D>gxd(IYb?=&T5A>r|rjS@BLy8 z9S|xq@((DYlC1CV%ay6Y4*mi+OF@art!(S*=GzQE;E3#2i6Gb-?-MEkj}w*jrqRzR zIQ;5>GG6r{!gxPjor3KC91%bk>TS733l1lEyP@uiS4rye7SZ>-?~99obPo*CoY5pO z_-xbxe6Qi%Si}0lKZ%&`TyYrQmhLcFp$@-+h1%rsc0?XNKMgxt5V4Kb85lMbyT{@m zBpZHkv3v8b!{Jjr+G?-#RqW-X^~UA$?+q3D$8&vuX%_0<*c5BgUQBECRmsV}g^lT06r$^%jwJlwbkCu!5p($FP)g1 zd*Z1WWyTL67;~EA=-+bC-b%T{E*uq3sf}rYA8Ebfie6B|-9Jg6{}H>X>PY}H!U^r+ zix2QG9YvZSUFgB}>>QiVbrMib8@7Df#pQntoRPM=jKu06OY-&?%PzUlC=Yua9%1b5 z7|4=2HD3b<)Jy<|@sOXw^D0?SFotULEJBAeMu20wFf5MAO4x7=r2T!96iauPl=`$8 zEv2KG)~Cb#p!~S`ll*A5hcb3$ckdE8`fscG29J#uL59xl8X_;sfwf9#PI-78#N;&L34 ztLc!%qzXy2H7){(xX+_(aR!J*RkWSn%TZ61cg4fw65e+je{sAi^Acb&)S~C$o|ECl zDa5p|sJ=9+XmiSn``$VlMR>EeM~x;SafN4*30AL=w8_55OIz11i@oYccT(rhkSf~9 z#0GtXKd4Sv&dNBoUm6v$Y&N6SEr(>RbRF>M6E+;6zu;fFa-MZ!1t=if_R-^SQhwSt zb)Wiu)%Xs_{7(6b0xy+RI5xNTRPUk|()NdI`E7GiS8%R z1g9?>)a^6#)<)^R%{r+}3D74ZX>EewryX@Gfmyzms*PrH6l>{bTOWW2{W0wT@1W1h zva+&zD>;srV|JmCW~RNS73m9}EH^SXuVA%fIzrH*srI8X{~b#HJxpxDh6prh{O<&_ z7X+p><0E_itz|D4ilYh{;axduz7E6M*oERVM667uxy7@hyxzrXXlgd7Eu1TEJ)-*h z;H!5oDQV;Hcy$upKORJsv^Kv@{vya(25bUXBM-{fSP~!CkP_$+)m7N%*%hQKfsh#3b}hpgf84O7f->1<$IMOyryOoRECLnl`^z-T%bxR7 zHmTj;6rbXk0sW+B^kR5W|(a!b~{#;~OtcD#4|GMQS zvM>|AkTEcf=+VsC(I1kUw@Ej}ux-8ZN`jvAT+ysJ?BHYQt!B0fUAnZUzlO~3m_@CB z{zm*kc!G!g`d~rodTO?wqRE?5JZGL|t@tAW#qk~T0nwv&-<7^9(oWvW(Wfqn+IQ8e z5#eZW+Bw$nMM2g!p^k$u=y#^UyRt~ZE6I`AHbUfX^U;j`)NyPF4U~~|%IgxQo_(-N1g1T9y|&5KLP7{`FF&@cY6B3~hH z2nC@#s=}jS5ShQfo4#N;e~sr+0oWY{+CMMIUnC0Cza%nrXv%6+rj2Tt>ID$qggvkO z>rkN)OHPbocMxXXaNO9Y>+lTqt7`jQhUV6s6T3=UO=xQUm0eD)6?EJaDC6GRH-!50 zz>5Jvvj`jSf7WgagpU9`(e14rRfG9c9EsO!mDjU-5)ozu9%_F%IqFzNj&I{=4AkV8 z(v9i`s?Q~@Do4j6z&m@QNC>#n@p}yHOapVFl6p~onIO4s_n2KU>W{7JA6*{JM>b=9 zE~(_*`OP6eE$6evqJckiG%+1BR|ChXg$_aM&jvS_f|INL?u|~{G@{Tjp~ZgmDv@|; zei1mc){`|Gm|A{l4QK2~+NRJ>lWnU)!=jlH;eQW9&7@k}R#W zubUh=VQ~9ync@){tazinCl0pXX3d6t#_%fDzT-^RKT2H z`9x81pwjM)kF!-WOG;PXEPwpm*4+Ao0B@p**GP3stE3M89I4PW-3)~}3tBg`s44LC zvlh0VRdxs5xQIm+hQIjf_zjS%Y1!&v|Jjk0*!prdJRI{20N`zV5trZnD$?GePL{;~=#r8D zV@7(g!F1zdB7+<|_1X-xe<~kIwrU(}RFjW%(-VON{_sj}<+!9X;O^LCI!{j0=Wy8R z$S;szx@1U`Ii*`}5Ati6qmQ}IRwVl_zY5QeWd2Ypw=7OB<&buxiFqr*=z6VUvY}p5hFJLB`++n4;_cS)#{_la0SN-_&Ph+gzU~5x zalBmhECaBD<-B<5A7HnU91zWp4_}!SO%LT0+O>3WZS*`okQGjvvF|iFNv}E*2+e;3 zY$L1|>DmM3wOzIdKTaEuO!|nhcC%ht3+3!ZJbxLxDTdR%!7snNvK*2;r0?o(*`O;M zz&2dtQUppz(R!+8m&xp))=&?leivs@RI0yF(BYoQZ?t%E!a>i@>Zdg&S3(k5wsd!O zULpsnk+cQvXD=ZKR28zy8NeI=ybJ>=f43i!Iwg^d)r%Vp&{N__gWT%CM+vhwwD0_= za0?0=`x|+5_LMhhS=oprVrLrxi?C@MjDb<|rm3l^$A`_Ls2_zMF_cz}0x%xFfg&qx zZcYk>kIVuvkC@n|_5YT4a>!16W=7Aam?~2q)JE(;1UOi7>H$hXa3VY!Opmei(4*7m~2#bVfzp zke~H8_pbpxOg=#Jr-B%FSjF5+zq;9B5{2hOoWA==6}0ows}21e6PV@;U%b+ALgG7j zYyP&BWznc2=+UzO(%T3HeegeX7Co&>9!DSoLa!HA=U*P|%O>gd=H z0b$jxEu{)fQBf8Gi70o_?^e!X^Y_pavQY1Ox*Y(zAY@T{`Uw4xhCzYWxD zG02ZNMO$pc<;7-{OR`ecwGt%#PbGC$v(jSp>F!cmH7*|4-HH^nFY1Ccd0N`;^scMd zmd+S0&IRgftY#uzs}USqaZI7M#z97+(;Lk-p+9$x9T_PaK58$JZ=qM(QZm_pf@-_G z;N*a7Yt{j~<4vLKJqB78Apg2KlRnhf*B4fcH*8300*kR_-EPah{ua)#EQ{q?aJ$Gr zY?VE96d(DD?;@R%nt2G5ikCJY(_JGLSArFado&CD^a6;R77WX_c3giNJ*R zJl_U!$}!*uA)!IY7BtiBK{%#Eb{_3kYgu>X3Xim(AjErfruwIQ>91wn2=Mk$C8a=n z@27s<1t+}4ZTDz>d-&4J4o&F*et#T};2e-G>s0Zu0_21_X6wemf##cS2#!zPV`i(4{s%k}}a`w&6Y;ubi)i zAyaKWHe808eqs=pZuQZS)M=_{*8D+IIpQKQMM`VRzSye&({lHwMtP@`&#W2gLZY({ zq!?F|tYXeD^SL23E#iJ4LC*RyUw_v#%Y{hkudiYlP|c5H1-A+{jDv>Cb*`!|4Neh$?^2WGQ%QK zk;7U?_jGHl`^R&)j#_Rv|0uFiYlxycz;DbRzVqt3>i(v(;TN8VEBVr(ly|HD6e@#$yl}Pk2O@&YdBKLq9j@~jGmf& z(cYn|EUaVDd!@CMpovACyrmTDn_8elKgj?eg`R1;c&3I}eXyb)j@I97D(>add$dXE zyW^;id$Yx-?r-Sz>(M>Jb#Oe9YkH&TkM)<$$x(+QV*NXalz+{&NT0UyBS(&G&RY1| za`#o0R19F|KzLQG6W(lp_)<_hTYY*^K|tpL<**K+yXtzcy{{ZiXt=JXtA-8aLB>Nr zx3K%|3=!GuQL8FyqVn~Z^}Hot-_6-S@Qm#ZQdv&0EwQO*4QtPDm|eqqfLDG-l&-@a zm^AmKBCjuxJn!QjA--zpy4_Ve)pQuMedMf zR6fOP@mH~p$Y)9df6lC>#+N6w3S=xY5LhwRW5yJQj3e5?)~J{boTygLb9_eTshfHJ z4ALATt^6vw&|8VFs6d!)ig{n)tNL%XU7GL-*7){Mfj@QY&)i_G3JFUKe$Q!~0-xHE z)}c+0qTSS9j8S&rJhonStoR)+%&O}lzk#S+3hJ2$f^HwcTh#P%25bAfzW3LI>;&huYrn#7VHfYr}uXWcNx~hH& zb)6t5s`9wHhKa2nhq{zhLAzI?Z5r)sG^oca_z&FUED=;`t!nQzfen>6azM?n_-^?i zm6^yCrrun*)c<*TPgFkNdxZb@IgVT=qj7(uD?w)(caWFo{yTg6`{zDg`$lwR`Py_F zU*gxQWj|Y&ZkP{VJm&`Xej2j0LJH=Yh@_$a0_3Os3XUb!* zJ6q)Vdt(~zng8y86am?t_U~vGBXyHZDr?0z%Ar>FcVum8-sI&=VGy6hR|*V8(%ihA zmeTUr+{OmAe+U5VPk0HLDkHp|i_i4WmHoaGYF~4%0Sq)HlWj(a9s0S-LbhTZFJVi( z7Hg^M9X4M)g03B&t#*XZD3W90!mIKb4&0#@f^FnX0lKNeWjD|kwpwYit1y~N>+4!r zbQ;bP8_a2Fmyfp@wrnJyeHtR!b|!8}l;1C?`D^xX&zoIi-HgKDX~)bH=1xp~h|So( zqbO->~y&9P`5x*@>xO zSs|%&c1lCRN>0akc;KO<7HBuQg9pH55K0v8Zv*N)2_F;gyZRy7I>#|K^qnJCAVKte zacy0l012-C&g)&M0$VSTn6`L%%~I+B{g=O3ym16v2JbbfKG@qjnY~4*Y<(eL&vL>+ zwmOxug>Qqq;X>6nc6DuQ}HSF z(g#}`y=O5&vwV+m+Hu{9MaivP6%YsPshY+oEB7!L3|g9Rw!6@jTqjlCw+9o_WN$MT z1L828)jK7orK^5NgRF<-Yl|fGQe^sfa?y|IrUnZ4UGPe?z8av`VhGw8hMhubyr3hc z@9)|&Rf;SjH*gZI!3fkDsAMXY!D#epR^`%sFIo7%!&N8QGyUD^K_F8;r<;eQ+$ zK@ZT3Cd+5p&yv_Ut}Cn792JxkyFp${@<>URXQYLTau6iO(Q^G=(mIJ%PF43al zP9WGx$f_Zs-J(rhPYbzRg68?|kO}qY&NLp9bS=wDs}d@QCTgz$B13Q1P2ETj3=+3s zw4ZYJ^KHYZ7YCCt7?247LnAP0(H0hpE7k*E{sQzaw^guGtDMvs>ROr^yLSH6=tRpW z!)sz6)t<|4R)67B(onE3Ebi2AUW-U}75#iDs-ybE!S*>Vi<}R2pInTr$L7MpK)cr; zTQ&^YzCP(2VXATE5s|<(J^7YDDk3c3={`#WC~yF^Pj&B9@)ah8Di=q5?s3XoJzuk< zY!CRd_-KTWtd`@DyvJ0VH(}qQ8JKf?RSEsXjR7^=ck`-VFDN^O66>$USND30+Vskv(ZHdY0@WwE)qWeHTa#;I~T$w3Ss_Z zmZ*SMxq8)uRBIF4#|8$F25xKJA=6;ego59vp6JEbQtu51|oT?2wd2PlNmRM zN&>zWQTEZ@r_Z$tbdZGVUFVY^Zn(wRQ8%@wInO}J4rsQ3(@o8w@IaLTZsU=$9`&Wq zZ#nCM^WQ=cJ3t!T&s+9V^CbPPHjN*>SH%iF;-)POtZ`XiPE1TpWCm{hv8oy)8X8L2 z-YRznsxsKrch_w23!eapgK>1fa9tSgEjGHh`zC*stl;I1IZrjyWRWd_pq`Qs-WhCe z9ErjLdzP;A{`D47Lgy6zfWHvAAv(q4b+%e_sC}R1G7J}kXQFSz}XJwADwE2*0(>go6u>v`_R;NU^UT=I}**h1` z)ss&eTC@y-J&U#;s7FxT|7@9mYWDf)%A1aarcx2D2<8(lQ~O0LZm(>@^BAevOH`kL z1SnZVlBaLx4E>(wVFT+_7uwy1T>YP+1KkE|{GkhpWdkYDjII~*yPubDt?8|&nSS3z z(nuZs?c2{?b#XW{vN=J%@yeoA=|Zqm&>w7Zjy|qhsbf;2*x99Iy?N~tbD}?OCjB|B zT+e^2c;=M1KkZT%OC!&J?hE}D*#GP){)K++?LqrM?Fx6}PV}}n)2!vc#G1=CgFYvM zSZa1A-!PQVmXfLK@0#lPohwUKG0EeCd|dZoKEbwGW!SgNcMTa@DhHkr%$7_~zktbO z$M^!tnTN>Oc8h{&p{+pf$S>7%x?z{|tz2S{v?ssO>{eb`3`2*l*XR%K_o?He*p#1d z4_o`5o1LehAjgBS>^PldODD9oZ++y-;Zthsc*&*R-f~{Ziz~20{`E=IYnR2l&dz<; ze^%3|csCrGTx7-5I!f|&IlGgO{OZ+SSZMk(D;#cJo)V6;kB2!+v`^A6=t#9I=6BP~ zIyF0}!(hc6hOq9pM+5jTuwH)RC19mL^QAU3_2*(B#7;rg-PpibDO2TX6RquJN{{YU zHR5brzoU6Fn`>}PVEqxi^b6IC57v%hd2D!99+%*mz#_DMI=l*3Q7S+!LNTY|>hDR6 zV-=RULs-cx=JfL9v$v^YaHXrN{5pNR#U*10cuXnH9j*D&)>pW{wk;~4&bQ~jwN(!r zLzw2f=B`u=L4^695XMq8`x`D>vtk3jk97-~b0!`K`1dB=p;}27g6TH5v(@HPdKHsW zdcWqu`_vzirq|k6$~h(Ua!Xdv78k+^qO{SLeVq|13%=mTI#*?jaJ$)P*epke4hU*B zs+i!1udiEt_jc`=z%KAgNFdHB;a?5NiKUM9SWG4Lv8xd+s9!rDl#C@7Q*5LCZlN+U z)EX&x+MG%bOJe7BtVu^JdynHx%2EVlWH4{k=sQ?u$&t<(QOS{xSfiX52a_d@v$ z_EPuxN8B7xFFofon2K6G{IstIrcC5etR8Y9Hkg&u*i@JfDvKVZ3`VLC)d56vv> z<_psov9G|n31^6V1&uSV(3XC4YY5d9I2)Q{F1)N(oTU{h|J)nC zQ9ZHcR8-)cpiMW%xo)Jc)K>I|NI$0XQy!U96|g7N(qDK8wYkK#lQ{dF-8qL~Y1f$1 zosk&cA*#G*4RbXh7nznk>+j)jTWa!=W|+8GwTRFsek^Y2(9F7>-{9?WFtxzK_|oVu z_pV`Yj3}w3PA|Qrd$gbVea1<1dY*GVMw4x=$)4^}h_#PV7G`vy=%9D8_C~zd^$bDU>qY+q#T7h1 z{Jg!_=Y5Yn(4r8U;~n4LR9ooIvVDl!5i_uRNxy#6?$MpZ?>>e>XP@Rrq`o^|l@MX{ z_TCNMME5B5%#fd3vD^9B?1~vb4KOGQdVODVBPcgKgR@95bKbS}KO;mbD0>l%3_Xet z`V-ongelO4%FBwul4AhZ2JBK`BmnKke|_7+?8M94kdR^I(-yqFih*hRpvnOH&~Y<9 zk^Gd@?sUk7-r0_n(EP@-hPgC1k3U5)J1f2#m)`L-bDoysEP)L7f{!7vYQEV-rja=z zbRQuDke+g=sacM3lC{r{S13Gew;W8v&g85|*TRm*)Rw5oBpU8=qrRIL_AtTKp1zXa&hXOssnXuoq1VC_C3nuY_(2} zZ3_@ib_F8bEM_1jJv}OAGVLF@X`_)-%rAJxM2dePOpyV;@Y9o zb~|9PN&{g2CY>j3SnwpaJURUAAg8}grkJ(L>gV%fYek_eT zDT|M^Z%+FJTy#!ppN~7XkQ0@;CUTy^+YChp6ew8W;K6b1^a00s0lY2ZxO? zAO-9F|q3g?c`dH zVaXDm7Z-e+r5)oF%n01O6_^FEq%@n)KX7;Q5zsC9GIW&fdBSF4wVR8 z8loi9@)!Xedj5Y&TmLiK@6Gxkt-4bJa5z6)iGTM4fVqWQ9uj7}tokoqO#9Fdhi4&U z^igJi%R?Sh0WO4$zs}e*`x^g9()iHY!k|6u_^Ozq;$4~WgRP^40hKksz{9Z8IaSAV zX+jbo0@VdLvd9GStMb3ah-KC8jnzjU(^e|4#dbyh7WM4l)m>O{cT~;%tY{{eW$DlL zP9`a@LivsS@mWKji1NO|0GW#!$^5wXqOWJQc&s`dOd|b}Tx;Dz{bS*|{SfdesSVie zMAF>H^cd!+727BMJ@Cf2i}>k@TvuFQ3qis0po@0=ew+K#N9W$K&8p^#i(-7jLP8H6 z$+_d;7i1hI^i_#7u0zm#@1alh1wI?TH&rL@N3ra1=kl62O%{47%jtI_(FE3 z))^-jypDJTL@042$8fCJym-_#+Lh=plB)&k?JFdzLLUbi3OB3%IihX1ubchsh22&j zgz!j>7vo;mM=$gQ9l!*ywPRDIWt~*p&J-JjhKWTvP7f}raUdAOwWjB{rB}Y9#0q51 zTrnlfm3hlj3d63vWu-Y9cA%t*5Y2fn@zKP}Fa^N?#a)rM`prG%br#iND-u{d{84%? zj;F-IBATjVsFH{*gC>`GMpIpNnG=COw07U(Ix0NCsD4JmM0Vg~Txh%`=2 zo~z99auSGISW?;Azn25nTa$mHs+CNB>%<>;dJ<{Mcu|5|S5t^ozb#%?;+}HV)ev)1 zEjy|D8|@6KHu|W{e04*E3)mchZj!y?v*#4xh0oaSmcS$rG3HUTo9v@+(h#1BCKF%~ zqn;~H7?s1!4us~aM#Yi1h7m=VMEcrUZ${!j#6u5$9W=x*gu(TFf*ZEM$laU_Wh zOQKQ5h$A0Y2}~S~e|LA+E>v)Ig)sX?C%uI!bNVRM1Yvqbg?R2$>zRxbVTb1tiPb0L z?u$bLz@xljUQ$w`w<0-7^RIUSZzZ6<0?iAS(=+RGCx@%@O&AN=w%WD-VRFQz>lLiSi7S zo#O$Rt(%l7jJ&aBFq+MJG?DX_mo;N;HDhQ^e%e`C(;U4xJ^(ySE3#1krqD!?R~*Kxc(ow zuNJ1^m;?dnR9wE$v z#NfK;lM_TlyJv&YjoIcTHTT&&({gXY-9^zAWizsq3gKCuE$Jt<*o6gn7JJCak7cBd zx>SlM>uT-m7*{>Grr191RMZlKe90l(CThN~)4$;pCPlsZKC3>Y3tK*SaAJ2MHBF<# z<`iQz&ON{5-qd28VfsMzZzl^cMM5j~0j}S}?^~(5y;CPIKYs92zEAeA_Ic{0#0;YO zo^KRx6R1AZ6QFo`_N-||y6?3TbYaA9lico}bcYuXV#lAXT)&qMSpK3#eNUA>e)7;3 z92ZTdGj{%HvRrxWqzi4$sji1esc#Lp0+ANgf+U(hvxycziN{+M=ilayAU zUQDO;d`t&kC$+<)pk7XIeM$WIn4w-CL5~nPga2urny0geC}dyBLTeyVsG){HhVq{w zt=(Lop8aXN&GJ>}8Yx~Kt!t~Sl<953hfy8) znAVSJ^)vJ4zLv8lcYnrX{P?>7E_IxR0=~zriRJvKDq;C&@@ma}z@u8Gf)T>3I^^6N zEi}G(F+7#lzE#DkE0_MH=})fb%&C6Pz!b;2Y4!P%s8wkJD+su@eJgfg_FHxKzwb!@O|Z+?M%(G`#mveWwhO>;&knew2m0njOR>xbWW zXr7?|f`URs?#9l)5AlDl2+WxO{Sr|AXXrtP(CV(=dHyTY(l^#GM4xAAwKV}Q2V=7{ zy7WF?;r7d}&0QktraMetlTCWxjpozMp6WHfY5qMcKF9@S6U}BQ+douMF`b~RD&M9! zFGx36TrnadOcCWbK8{cncv^GTtgfXm{Anw%#*P~WU7pAHnGRWIWgxyE5r1u7{wX{l z?UeJ`=npdf*YF`0wMRrowd^|Jt@{(=hXn5p!LvLNvH2EQtqraAChLg`SEXMXXixys z-)v~j_m4jDtKY|H3z?HjOpH7QDbsdc-0FV6oHIseLC6nK4+Y{pQ7Cn_=JxubWSt9H zSnHT7@jRGBwPcO2{V^x4I4M&;(7aY*wT^Ig;i~tera99#-*;p#vT4bwoLnAEl`nTi zElZtPyquqoA73(&hkbi`TFnc`GV>Oust^QggdKD?wj`OyMiT>_edb*kJfd|^QHopP z#Sn<9gj%Al)kDB6L7v^rRl99)_Gqqvr@zQ$iFt2~zLl^WYix^(`nR_^pFUeq3!DOK z{l8Z%*y%%Cx5@RYFC5#lr>c6EC{C;WXd&I^^|0OQizpn6VtYySsFM#tho%teX}>9E zK+4Z&^aAuF5U{Ksya3B`zJlm}kVwjJx?i%2;UJIsJLTeHVsxV6RFB`J*3O*D5R7); z5Yqdks6XyfhCHIgG^9nVwq*S%L&gzRw3xExKqS*UEV`>dF1y|og0~9WTie$1cNEz- z(-3M%Cyg~f{fvQ8=;)wMUE{-|kkn(qwCQ$xgxjxbM8>26NSjung#dLGZBACriI0)@ z0k1gBM4&&Pu@teV!%9QgP(1I&V~j zb>!=6avD+>Z`|zq#9EEf7biz9F6UoWnZ^PwS3S)=MOSl(hTA&?0vYRIR3Mw|H5rXV zd?r1oAB5xFm9vFDZQpfK);n*r{sZxSqjfZSqCNn&t9k!?XXz`pnIDMyZqkZineVmB zKDiHpb$9da99P?Jf3v1h8|#eEJt`g5PJ1yRpwKVY=o`q22qw+|u358{yZ9j|sBG0dF&GJ1faVC9CKLSVXE(b_1Hp?9Yy{me2YHYRhc8&0 zaAO9ly;WyIa77H4Y%k`Knj#-O25+a`72sS^0Kfd9-XdmJ4oirftroSAzj!g6Na{GSgMry;UJ5yP- zId1#8Z{|>rjEZzU_3snB_o;}mcT;%>40uW$%nwlc?S~!sZu&!9%Cg)%+3C}Fy`%1A z4v~DdlWqk)9fl-c|3u#Ege-2zFq(Kz-ShI=bkiONZvIE#$3{jfT*n%Yi!(=8@SH!U5Bbw3D$_UE-(jC-exlYX1Ce0o{zALy$VR zBHnr8a!%UmeVB>;XR^Q7*P$qqiW2lGb_odGgbBIq|19G-)k&371TAe*t45JTf?6F$l~(PxMyM_J?50Ijtp{T;X z5?k#Ogczw2d)$}r_y7Cf_xUAQ-$uCw1py(Hca)n zu_$%#`E0#EJ63T6osX7k;6k$ignc|1u5{C+u*@J>H`#y)**%{}5mqI>#+Sd@p+R+_ z{BGzmpr%Ei7Iw7QW@p;#T=$gn0RxpRJDzf1DkUh&b(3^Buo=b%$~B z@9TBYPwCt#c;$xFaz~(1xmfq>x7M6!T}Ky?S}C9?o{shs3Gc&F-1fK`MT%?VblC-Z z$rsB7+XW;Pl|=KvA;98$lb;%a+_Ims^8pa&QSoL)Ro^%JwWUxnpA~sk!Sf z|Cb~4?{4q-hcP$+l(}^P!~7>Ld7;rwRj>xOeZ)cA%^~b3i`+9vBG;@dLZRA{%Od&) z-L`w|h{EvAfY(e97Cj!=%n^eNR!FsUH5=0vckL>DkSLe8VbS?BSwBvPggf8*_AFwX zuccl~Q~JBcTQj#a9x>7Sx389XxREDCzZo(*ZgxiR$8CJ8EC2yzaMS2}$4t!r(3btcop zg~JB1=eW2f2T#i=p!=Qi7ziqx0v5pSfH(}QWC z3;Ncjjf6qB;oz5!-xqyitwU={fEhE(Z-ur&~aBXE!bp+VkA% z!CHvI)1PgV-{#(vYlZwgyE*=PMO$^*&LaGNV4_@Yi!`0#a4!LzB3GUnnK1hsJ{dH9 z@rjV!$NE`aqEnnq>C)_cI8r1T0YM37rc%}D z0}OPIVK9%snDx9zkV#&)V)G5+UaQ~j1RVXBk#l9v?nVhUhBpKFT)pfmuA;G@^IN}C zm0B|>sjBQXv9I0Nxv+4pAq~v#^F(DdP)h?={sA1k;nCj&YNOBWxRXLMR+3kYz-%t@ z^BVljsF-fI3r7IJ z>-{{yV)S=_F;;UR%8s+hG9`S`=?gsNs4c6x@0)XB={9AJP8z|nux)du#&FwK1x^IF zN|T+Eu4K;&k{+;d$%Wy+inG=wei35z<~$-$5tDHI3q}dMf6?^f*!Z`-Q!hA|@%%faGwQqU1y?@S!KcdFlFm5Z4 zS}rP-LK=s&L18V+cu5b^YDx`e`IDm2Up|}=lUfyIPpUKg<;5rUIo_z-ljA}RHe#Ypc;7-GYY{)}LE1hX71S|vQah#8!Ct#e zo9kVKvHdCqI4tp&-1rkL2_&t1tMvB0E-{I!#D(KTu@l+~a(rPGN9cK_rUCQolFM%7 z->3jvL+vDOZqwP(_utsG|CX-b48Z#m*nHJ&jZbCzD)4>w#`2$(Q}TpipN7)6EA77| zYKvCf=8lqU^||_lpZ<6X^vqmBKr?aMFgiKP90_a>QP$o*EEu8l=YcN9!dmbaEfpYup=@rf#K`}+y< zZ9ZgSm2ylplctS9>NC4sT>?a7v%fKNbO$a@yPoGO*q-gijVCFx`hKy1|*>TL;(&j#rHPmbmS&DxP^m2~xm+gViohK_;`yrpBZ<9^4rWWKp7 z56Vb*(HO5lo}= z(*Mm(%A`k1c$11njbP#ZiZ;9=utm*ZPJM4(?hO5zn5fg%iDh*Udp#2>%IXz%Q5at# zXGxZ;F)=QvYbg}3N?*szLUub$bY^?^J zH+y#mmWN$<6<3r?KP!5=5PY*FdN|nk+4(7zXoC0fwKN~a729M$@)&npG^WU^jWq&g zS-sZ2_mF^@ek-)6kQAjuG_o)p}Qsk?ciVr z2g;M!b`-I8{0_-Z{IlYIivqpKH+YVTkmw(fkm1*WjKca1i)-CL&LCU@8^yP}TSm_i zx3~(&j7`2R=)$u+uhjSWHMa^fl#^>`e_&yMmirZ+?Ja*P0Fa=6&3%Q_s4PLQz^242 zZtzo1H1y#|T-<%ub!_wAf_9HOKQJlrYz)?#l zczU3@HxB04+UF7S9G zE2hEZ4MRhq1#tP_!cag-OO*-PUI|$;PqhaI@c-@8IXLra6M8&qPMOCDokg7+s5y(0 zzc)mFLM|N%=;7!_zPb(7Wo12cn;>)pV%E`IbtD@%0?Y!Z@DCT zg6G~RE?c|EF#>zxGE_Y!9=!Fb^;&ZnA0qt_AW;sHNF?`AfCh0I4wR*7+uj(I!TLTy zk8C{BtbiQWs-sSyJ0`wu)9UB}92CMtfCk{z^Cls`s1IoJbWo3*o(=yE=n>6d0m_A3 z@nc%M2Zv2F@2Qj@c_D}UMCDyAF!FWdakBXs{QJ|dhlK@55&nODQGuU=`YEXP=SiU0 zfYpbq<3Knxk_i|A59BzrZCRxr_4-P0{o``4AJD+WkgONtv8!c~4t7^uq}3l)X?LX^ z=OubDz`iv&k**huwWZ;e+CU z=SGBA0QIAOykl>J8r?U@&P#eC=zX!A`l2U0YnL`%@X11_EAYu~uiyg=4fLa3#P(sO z&a-4NO8~^AO>Hy1(3)vnIcFQxbF~%VjJFNAt5G|PP? zvi-pBShu^-<%!VZRLC}qw8OpEXycM@SEQl=h%)PZ)^cVsMejN8t;L5i2O;gMiBQpe zwy@XU`T!&s;li|f0<|YcMD7?JN05d0gp`}OmDe`g?R`CK;}@zqoFJ)C|z;~78{wcDjetG=Tq+C+BTF|fQ)%&MC6Q}Up*&exc=kqKz8u*_Yu zuR=$4kx+2G99%^uvX!&A8(2SdT@^(Y+!4~+IiSbw3fgUMF`c##K0+~&Q2=Us27$Jm z4p&gLb8=f-s?O){ln;d|#e@*TgJkjT=85To!C`3!S9-9PK>{a{4ysO^%?ATU0Tlyv zXYM~;ZO+Dn2+e7?@G)W4TSGP<`pZ3^mvQOKIF?Poi7=X3(`$?XY56BiSyf{+WPdMs zLk$FP?hE;w2>iz{Q|zmeMVt-@2s{lg!8~gR*K93u4*DU4vAH^mvpNaBFzYcM=lOH~ zv5m|2h6}J0h3g+rXtS#Tgw09DI%AC0pC7*LAX;=5W3Udqg~j+)PtEDHCnqNx!kwY6 z1hu>rl9M16JK%4|5R^-{=zgGoklqMxW2kSO} zn7T2=SDnYig>tEn$=CYb!YB8i8zJ)wT?rC}@IOHvjEe)GjYHeYR>$uhTtya)Lz1li zb3ZAJ{xDW8_^(}H8_(8>{ZFzvl)DBt*81hYb1wVYr3AAc%!6j);#8kxGVq5mp&5+~| z+Rylsl!o3z0eDL2mmVCbj-5 zpG6L=n0j>^H*j^kQ=ThurczonXUhdn341PG?bKuN3N*?Ed8ObZjG6_N@af{ntGFFPe;^%6)-tX>?+JnE5GVWml)E^0o zi57UT+)wTvQU9jO!m%_bT%L^=lgZD^>k8k>iME86RWAnFPWeD} z@p~#C41jJOd#*C=@7-*Zzn@qtw3>)G)n`r2@>K%)yZLD660Tz2h3uKr+Ua;#GofOq z;r?om;tavYCQB8CQ&>f$8|#c;m`;$#@Qn=2RBs`emv?=HJjZw+nLO*3%k-^p?SgZo zUD5SzW^;_c={u`er@UsL2f*?|BndKdqfM6AdbAM(0id6(i;7x#ttv%h6Xl`?fy~8S z%iA2WZT3&yE5KLmzSnZ8)0^*u$Yiyq4eSkN`x!SIL>y zmPjG`&6ok{EnS1GzrmhRy5iPN2S%x7DM6*j+7PjI_?w0?uA*$HEo|3d7w`<|0QTMMy$WA`Y=tDmDbvgw8;zVsYXYD3rD{Cvh4!2ls&V} zZvx01gN@Ab9v=_IkFBMj#{dQO-(6f>AiY@7wt~Y{2o3tp4yKI>3yRS(zZ- zjYkWq6F&}0Ea`vYf!cP#JvVK4EQqR1Rhnq9Y-cK3U}0-I)7|WUIR*GNql1LPb`qfd zZHa~a1G4@Pq}Dod3>$oS6#%uIZDezg5Re~-Y3WjVMgQWsyU4OAxntk7%Q#z+Q2~3H z7~OUA;y(}DrX#0x-Dl*T&2y96RIx25uB_a*Yo-;#+gtA}*J@qhYEQyR-#F?1^4=Gm z3wQJ2lkaXB(z>y?#GRC^D5h!xo8`Vu9uEk4=-@P#Uf0)X)5Q z&eFHNvXqqh&TR;G_?ZXF4S@(zXdicnp<}-$wkUc#*bjr-x;=Wuw@Xa)rJOEx&!SXy zTd4i?KpYR4O&(|GM8UY~3pt=49-noKiEb^LrzQo~&@^F9_9SOkMB9(*w7ei7@mh@O zGh&{Zl6LuY2onSx$Q!@<2ig7k7=KGgfJ>R7`S(0`A@zgszm60PF{P;{BG zQd$pQ(Xf+O_4-uNjk=FMKMUDzJ=Rt{9lag3`3GKZyQfy{zoGN3dnT~7qQWV6wwgGU3UN>wOmo?8FUEsNHNk*coD8z#j2Ydg$->w}2XKV9L(&>bD81>#Ph zVq~Gms8Og+d5Q?Sa$=icw^`A;(H`Gbw9F2PUGW>It1b?l0-BnP6}n^-_>P60l|rEE=wDgrdftvr#50YIo(K*qx50 zf}cX58q%~)q$ujxpb48;Oyd!K{}4jEw6F&l2|6g;5t5euW>;!f^;l zhiZ#AxaDE+0gV-s1_`0;NRdKxYQ&pn;SMwY==}L+zXbDW;eHQXg}Jub2T5Uw1a6H} zJ^RUI==|NGK?(+xLY|xbb_Um8appTiP9W3WMogHU*Djkvgnnl&lpT;zN}X-- z)Kj9je|xxiroHffqG6&@>PoX)5#Bs*4;25M!#b^+DKuqs5ixNk8pPskR&@ut&k3cfkYiu=49$FGSDJy7B@io(MGF zF1;P6r-LB?hpcT z!!!WekgB;8Rp7b^tW}V8a2QrmU9{A>j0PE-e}MAPS9mR;GkGcj6YrCa2s$Yw^4PG& zSLsPIoStZ!`{;FKd#P(&GW1R%Djok2)rDwY2M|E40_v7^vD+zbvNwFgB>Ti;ZS?o; zY6^CeLVD0M!6r#_qTNOrKs$hGr~Pnx3uy`~?UWnkEJeRV<`3Zvms?^qt3pS@Tt1O* z5_d(|rSNMe7I?~PU_vXe6n<#)F0r7x9t`S-VOJ&oSIs~0jCb`BMT`R z$kCH2uOC_Z{RS3 z$uw%~bn?y83C0!`w8^v~T4x!y@py2`@YL89?ZJ0Rt^{y&OD2nQ-a|oq%}pRATTCKY z_GWn#H~(U+USx_`ZRuWPH^nyV+z}?qc)M2C7rP%-iDk)SnEdD!b2b=^k|L1b3~Jtj3xHIfwfDl(^iz<+-LnA(0vwCr zcr@;}>_AEz%C>Da1`k!`Ee-b9mSQ!R_E>u(0&LAt^tBqTHhJl(mwC+NGt zWd5(VFm1*5Sts{4+bZnEmDYg7ziF={q1j!hoxk$=N4w5Va-Y$yHUR9^2O<(H8ZUbrH^ zV=eX5>rUyouajOqn>_;PvvlsrW7EHbA@G^*=B7);Lvz#4@(IwUU%*Y}275iWW6jgM z*^dOON?R*)qLd2N#DoF8@f*2Csl^vIU78{S>^uOA2STzvVjYwE^=7`?7|X$dtqm>p z-=-PJhkh7wOCg8!+I0%mBiCmY32E3i>lbgHQ_6t1Kg>0TI zjZj(mD$j$?=^4W}{}JE(+nJF*%4bSQ??$?vTzH*hAZMy7dVRI%fW`|N>mEdIVv0m* zxuZ0wbigM@wr=uJC^}NuSQ^1taf@fkla^g9l+)ERK4{YR@h>g?tD_|wpy;L2HtVG> z!vOaBF*_&(Z&f?y5y47xo=b2OYWk(Z(UzLrx%U+55%iYL&~mydO+rSb+;Vjm5TTaN zu7%O}+W|vy9*R?24Po=5I10Z@O@e;^Yg(OO@xCML;U3k86?c}W;%dPNFNc7C-lHD~ z9Hyi1sd+oP;uJ!NUP^P-jg+3=W@O6*RFDxBA8h4xz&cI-X8bxnoT%tB6?`GH>nR2! zweW|YP(_q`V0B#@IEu=?F5C{eJ8&CZyF{OVu&6&d_|m7UJGa$*wYvDU-Eo?bZ-_h8 z$kEJ9aOx2{$Xi80W7_RW`7p;F+D+eM4Sa=>{Iz{}2O05|)W z6lcZcaqyz>*9w=vx6SEFE;YI#0BE)IJ4=f7D+a(&@8R~G)xs7;yj^@(yHs0N2rSWU zJ};ZpZcf=ADXSi;Rdqfx5+%)2HV15!F0qycMifs0S}x{!gU!qA^_09*BN~8#$^2JguD~! z*Nc!x01)k!Fn?!&YeeaO2N;ghlH(2Bd9;|(g(?HPeyNq$x*`fkhlhW2x)}GJ4;VCH zK=3UC_Rsmdj=!&*;UxP#iW?Y^M~|6ycYAgzB5}s_-()zTPsPFS|I?pY0U*q-z zw4uMF`L|0x5e75oJnvdwu-;(|UTdx2w}e36Q6Wc5kd@!4uUb>;0)hSeE6lqi0@nx0 z5V*t6-z1kGsAGM#y|KaEAKuv9Y|UP2ioc5WbAhfybiJ>KI(qyqH}Mw3X}Y{~uA;=k5gu}}# zTMPK#f31vvIGwhxLadi9e%~#-wSBLtx|q{W){X!%kYDDgDM^^Ssh98DZpHmrQw)e{ z*+URqXqR)uQ=NxN?5vA^+P(W8GOe*-V~1!v#Y31DXHm$TTSRh<1ju~Lu!(eXP(@$R z7WDSdv*!@cp0Y)+B>;jWFM571ErMpwFGTsu#&K%_Ogs0~lEroOn|{x+jy#z1@taXd zsxi*5DISFA@R_W9R+Ald7oF*Ic?c?jJU&=Czb(e!rqWo2ai#`OQ{h;NRGZ*9rDZVr zFtNyz-{IWp)V4v=fb7;%>dR9BdgvB*8`%EIx%pSJggmqcK!oob3y@R6_Os8$=@}*h z;%X8jZhR0$Kkc}%*;%tCdl}@NQWCKG$FqzeGzk_I`K`?`8YA?*t2Qo`ja@p~>o%w_ ztMpkZ+TjW=dOOc;6XbmroHqEBoJ}fgqKdLObM}+TiJbmRuWv^4hXe%hbv+F92Ew@T zb40)U=n1deDzTfKc&7<2exoV6xVukeY;WZlwSqUrI+N%|X?$sx>^f((9Fn_i4}a9Z zhKyDWW>2ZFPFfz1F#rmd&UywN{H#Nrsj{@yA-1U;+CqsRdw!m>dl z7~S&O8UNuAeIUhT7c>hAwRfU6I?=7Ch=xpA*1Wtt?GW?nmNn`+PgXDzDR1$E^w~o( z4DhUd570OcL%#p{Dl z)xrDxtE^P1e2alxwCmA9*n0INXxMH4T6lPnh(U1bg1&Nc(n_s|pw#Ie|C2+?EeOF{vm$+6R(x4;i=iZdCT*^GSJ>iuc~G1s1m3Jt@>(9hy@rr zA%&5=BZ*pKwlUAE%56KJvPtv3^|y}!@ufGH+uJ2ql*1z?A2>`t=XPvY!0+6YyA*Mv zIfMP?vQFkl%Z3(Xe~U>-W@aEqL!`p9%>cu5e7Sj4qkNH15m1&UnCn2zh-=u0dfB#{ z1=1;0ssCc<_mz9&86&2Be($KsF0x8nuY>;xfAtrLsg-^{2gIJaMlOUmkLIWq|Ayxxb?JvhdJ$VX&!c$ALdZ?&eG%&MLvgQZ> z+&8(AscwE%J`bjZ~X&&?Bz6bBj427o_Vpo5k)$fvyB7Ms#z;&21&OR!N>Roq8vM zuwPdmNct)um#}P@X^bxb0A(w2ETWu+mKt)l6nDh_ynyy6ATcUN_fzx%a@QK*nn0hx z8FV(Srx>~XZlMI2hyxtTEV9bc-aUmkUL{b#P;8+zw$ow955>`(lesuE-o%obd6N%Y zp@9??9Ml*N7WWbHSkcS;IYMTExD6aX>JnR;CDN_j`l zF5V=B;(VIv>BQ8}u1?*%J@|*-R_>AIn-k7rCXagcVAAyp;_QKjJFe2?BL3-R!;z6+ z@o1*)V5?s5`i&A-Bb%h%1_8{3QnB9O?t?zW#k)YHropYJDSUlIUk|w66Eq&pboYfc zSAKN6zF&&enB;d{F%B!uhX!au28(kdiXHPus0`q>K``x+T22ePD*8|$-KD7_U!{(ph0p|MLhSX3|)YhBzhj0(X&x=aVs;~**kzvR29Sm}e(5=-L zRI(WVKD+InSe0+2O#S#xFa@-4%8st$t065Zl@hYBuw%S6LAk3e#8rcQUE<)9kU)NK zs0T@L+)++8wcctf4|cht3@YS{2XMHvF@NIT53B1i4--9_bmDlv!KnHkNa*pV;6$r9 zJPnDgu+9#e$d)O8eL0wtM_T2AEq=MZpR;^;Q8P>BWrftSl8v3smHUcYC4npN7P3KC zs2^cas~Q{I5a_cH))h6FV7?TC;QW_j{JR_F$VUkjW3(l|EmT#!$13Zr)@XC_!#tYv zyZJW_8_@21F*y9wZ?vo+);KSy07-qVf9k+b3nY|XMD%&@?~tV6q^>0Tl~dA|4e6&fr~*pqpv~6fZ<3XlD$Q@# zsW2^1Jxjbcbgz^DBd=F_9f;-EN!dP8i3-6b5~1)|1KB-l=d8Nf{--3_v2J~$On0>FeZ#)IoW20A*xtzo z`f6F4D)?O$l;2s-oM$t!H{lVKZ;QTInV-@;;G2YlVq3w+!#nn{VGkQ48=3B}v^uBB z@vi2{Bb$gFMvBs6H8tsZvhKjQ+|9D=DHOrN{Zb6rbRrbNgU!&vugym#&X-v2;oO}` zh*r~_0MWo=QN%#sz;E~6DR}F5`L-o1DG@s(Czn6P zyXOSh%yP`10K4T^B^xha1vj(bfI(kCA|W#X5Pdb~(&@GI{ny^xJDd2kJ5_);8wEPM z|JB?fLwRivoW52U7d6+a{8cA#`2o}5ozdjfy`>~b;9Z`E{Z>RFZOkSI6d_1~6zw3J zE>1~#v-4~d`n0Qa4}mp)e~sg$b4C%eMS3Z-tw0$O_;*d!rq%$>c{@ihg^@%obE*Qd zJGtywzO$RmuAI64m88$c%P4cIUIG435gfyfaQQFWgig}9#cex$(#~d#wOedr za{e4Sg9sz;Odu!s2!}^Fs-E&ggbugSHVAXpYiCtepu9IsOvszLG>Kq|gNOA8<3Eq= zLeDM|Sd#%NyNt&FJ>7SAHy4s6UtocKQS1UiT=^NVdz3!4i+6+Tjr8>fj>l3ulM8Pu zMf_2d4rY1efmhs8LtJuQ`eGbj%%1guYsfQl=UGqPLd-lkXL~Dt6As(8xT0y7J*n|F zp7ZED9(yEOVFa1y;-xe#PCV6C7gTx(a+@R5vFwlvS2gm4ZL7lIt4&+z@z^T}mmgo` z=M4BnHSN#L4nOE>_maQbi>$Vr5;c|vob@0tvihX(`=WNEh`49E0Knp@^HG1F;AZe0 zjj*X`a6`@e$lLASrQiYnb&RABV;P-z?&4b1UcyL!!3Z*I85_87a!dQ2ziQySwO{$S zl1}Chfe>|0uL|92#!7&*!c$ipd|MI&Q?L4Ec{1f}omU_e*7QE1h3q`q;hKiYD9;g% z#VxlxXIi1rqD1cL@qd+)Sx{NS-1TB~v5Jv3-U;S)F3F&hx3dO8lD& zAq@8a*4s^10LnpszI9m5K471EI&Ls?rE&bPP3IY&hM#9MB;yQ#mDg(!>V>+};>pF~ z3(Ml8Ct-C6^X;dhP@(5RXOID@c8^AS&3~Vl+pF0v*;nl1xonbMl7VqB`p*8b-<5il zUJ3k$Vir5p?hT$@I*4LM@e}b}J8C(}(KA_R2UNb2J`Ui~ZU(`oTY)I2dXqdV%rVe?*iI-Mv+sIWM-zj_Zj0r->}Yk{go($tmH(96K1a5!dZsU7 z-8SiFAVXrhRTr_#O8oQK%lw1y@3iU^{CC+#0#0(8JnnzR`Ayw}mjkeaO6fKH@2t9v zaHWC6kO=Lm?+mLeI%{ku4eP?%XlWAy@@ps%&C2xmiVx;4XblRCapd#=jE*|J-~>$oH14_=IcN_)T>}b`gz3*9>8zD0rCp|Mq}H zqmsKUmn|os#a-T`_{cR+2kgKuEFhhYe+K4@X5wkIMZb?NhkJeXc~&#tkI2)0nQNNc zt-Ri4G~FsT3eQ?eYPMY$pXpt(2)U9Iw--=a z*0?hT&^Qqx<$hrm!z#cn4*CpOzEq8jj6^L@<_VVn(6*4sa&8d^ZI6Q3?qPCf*KM`b zhYPq){Mg zIL|mYYB#d{v~isJ?i#^#^(Yqt|GlOH=bKG)pp`EFaK1m1R77)%42xW$=NWtG1wM*? z>Wv!%rxvpKPIVRj#d`kCktPVOa`E>oNea1evaXYKTppM3^8#rB{9c~hh@b5qxsMz~ zNy^F+nzc*QYcKTF@6_+uLIBQ%p{SQX<$s$z_to4RC{3=fZe^oW; zUd6$E-Dp%IWZUUqA^u-kKKJ0K0gjkTsjN{|C35wlq|=|hp4c5}<;~av|;#S9(}PYb}J^YVarXX6c&LK$K+hG*8j-``iHPPbed^N29> zK1`5yZcUMgvGm8Nf4YD;hiAu!ba_m3bJ?xP|5C6RviJNIKOp`GTWH5$2$QSVY$G3Y z0JbkTG63ksJCV4)Ip$1h+~@`wWC7!ywACYMCAFmexhyt}e#UapZwzHiu>-^r=jV9+{E`4R2+q3c3{ z#ZeF<6^#v!Nlz4QQx&CvQ81cXs<6Eo*(h!KeZYIlPclfJaMnwfAVPY+jsS#uVKD#4 zsYmw{0k)Zt1GT$WBk(ry#avj9^K*0H`0s=UVJQWe&7~+tj2cqb%ZVajYC19;#)+fJ z4}Db%%bMr*U6}lE+|5>zStk3?rwZOgb}!VWrG+?q2pzStfWqUzc+l|0s}7;8I)BCn z{OqS{{i*@GZO&R22Ao2FA)<4l{{qVoRxRLjtmyJ z>BR8j0oM`=h(_SpcnNVbf7>l{9q};BA?@MLbP#*cwdFJwl&>GDfWzkguEJ9C_Q!nq z+uKHSz_U999G*av5)g0t3Yg)G`>-;`hPXoH$BMbc<$9wIYIT5hs7S!FRG?z)VdSJa zd(CN_cX3PLxJdlhq7|mBs_=En2fd5HA37~lY}-sNdN28XU< zbQ9^npMhJLtB^E^W2;r)dd4nhL|s*_kJ~U*)F^AiJqtgO%9vsSOlO?`9;q&r#S6gI zJMh$pu@H-(EBc!;tzBmSxpHq6i-$m)bZ8|)2s^|7Y9l75d*E-G`|gpaM!Sp5L#1+_ z9EjkGP!LI#y!D3i7hFwIp}Ofsa0J6jRV)?GtRM!H!irx;e3^#Eghjl&OmMAa(7*Ic zKl>cKAbjRxdL1=Q!BgFL-=^VOcW<#b8QdYobSnqn8~vZyqrp^Y!lZ z{rzY#%*gP?au!@xKGvCS1l7V5yU2;SnWgLiY(+cY;bAj= zl)Mi z--!Efxa?Y#_6&Xp5>{$+E;EzY#b5wOOwz&v>J$MlPrHAM`edl< zT9)qntujygXP?5biv3ar@_X>6=N{B_#`#K#k-8IwNPrW;KZZTYY^F$epy76{O0Xzt zfI8VZeE71&J%i%!QYt#CPJBj=P7r5Rc;b>%e0NIQP9U3?KAt=*8|A)IRdQPY-Tn?` z-#K?z*;97@HP9#kJTvYBk0rSmwzkTP)@)cafu6z2`lb3UYbz_ZAf+Z2=1N@6vx3KG zpeB}p%Vmf(S`@vU1Go#)Q<6#7;_-$`@ox>;_k^Z!@E%K{ltsY6km-X(HejdcY(ESZ zcG@3K=#Ikw-h2)Hb^l$3CnS&(Z@sPIa-=mvjJCTQyuHn+0UrEafTqvVe>TvBmOMR% z&m_B)Ans%5TPNrjK2Jz2Dy=))-`oE_O!(_0JPq;v@t|UvPJjL}5wP`M$z%b(5@Lm! zVBex7@~mKI6`Qc`jL2)hpo*?8s`URq|q zB@Bc4npRx{s3=pJ{`S?`W$pomIH;9I2sR@*%ULY=8oqY=H@!0tNP7AfHovYGShgwA zNC=^|`9yg67xm4PGgY{Mdkk(Q_ak@o-z=tSg97(K|6fkUn!nNQ^xM?`Nt9n~bPENJ zS$}uHwQ^Vc;h#qN>uQ+4<6(hkI5mG5HJWg9-JmRG`Iz7u3JLa0BPs0V`xU$b7 z7vgw>@7f32LgZBfZ;^`7pVmev21Y&Z1LdYCV$6TWN_{z-d5{_3EPd;%aA{a^H5DHG zJa_lLu5Pq@#B)pjWiZ6oVpCxF2+yg<-drCe=^l4MC6L9^`w`TpsLN9F#LQ2=e8Dkn z`_U?8->$Xh2a~J8!RHup6IdG0 zUR7GGi)lI55l2$!ph1eW+X58h@UsDmPZZshX#x5_+q1kF$K?2R+aRnkVOZE1ggzM? zd2MZbx0z#h*(;zMY+|-OU_Vaq5Q<*4F{ISGw}-_h3O8kKUrH-hb$JZg+mwzz-)+Om z@;tc%P1+d<3D7hhj@Tc`a4b@1W}b36q0|@fC7I}Fr;d4w^LVKuaEQG0#pMf1WK?wY zLE;+x_qm;)T^dbD1q0fPF826xG0W{+D=D`owJd)T06~Wx2MUA@WL3Jg-pRCxsj;-M zhy=Coz^Emy@gvA|4O~k6^<0vG*ti_UJcEZpDyn*_vCqk)nfKt(tJ^$z|n z%i3+v^Z{(Q&1>!}B|x-{M}XB*lDnRD`e5W+2`(9m@{4XW+WZLF6j=Za92N)3^c48E zTDwXw`vm;V{Sw_{c0Z&$ok(~DQ4?A)%$G)5XNs_TA6n^%#yI1gN7tNRDxcceUT3h> zQ~~}1KbhCWOcgYHXHnz5g^GSP10lNnfZu7`YQhF-H`mi5REE4&?H4UOz~W7I5{?ay zyQiWZd=P@N1{`wOC`6Hsu++3pvW`;N{UPN=Fn`WEs*lvt@RP$qNpm28*n~*4GGybq zFC8~9+e$%W2XV0Kx#jmYXdfr)+j~`Bv-|hU1ZT^E=|6SLC*8Ywkfn3$hjOL=yZQ7j&w-;v{`(7Pog*PN z?-`=Op?I){2S(4}^U|u(&ehc_TSk`|-Z5=(i|Z5^(sYP(Ra@z=vAkky;nah=H>CA` z?a`KeRJO_plJ8ipk3GKwrYs^yJE~%-Q6PoanF=pxV zFCeOO?kiVJC#c&Hq0J&&NYrvGzYVzN`a*#V7wY)4)sxZMUCn0Neom_q5ohep9UCIG zpUcWUo}2O!j~ppC=Vv@2HFG8;x}0a8bXTFfhViK@+}szD;vr?o$wnx6$J~{yC^iD< zi|Q5t6*AiA1DWHb*HvC^;1;R zBbkvgsfkit30yc}D^%J7MzLHUWfOb}Xkmk2>$HNJc0aZaE%c$7z}e90Dgv94K4)gn z)A-F0?-5-who~^UpZE>*An;m58pej@LCJHpeEWdMVMqvIDqeJFj z0)&upGm($t6}V*;d!A!ad=!*kicPA-Z~LBwL2}i)qkIFj*72FXp3%$7@mP}`4i@6VOsT^N9a8h1B<@*FMH99IFDaTu<4P`#; z7Nz@KAD{Md3v%$c9F%5XOT-Uou+A*9C(%+IeAgwx!Nn4ZgF3C9!g{&)nr!6Z*+By> z+5(B>&@`8C9iGdK7bwF~QK7aSK4;OynxUo0E$nVC?&dc=MV;fzC5_KIfd}Rt!A4Yg z`Oad-g{i0L#|TvHM~?68a&YaCbpQcnXc}j(2_F`CDP}NxNgaPnP)of5sLV@+?0o=Je(MI^U)8xcFN) z5YSq)EwV_UsbuEX*DW zYJbd#8gFNZO+~bB!3IT~(@ItQ$woDiE91<0YUF8V(6D3;Io?k{`otos2pc7|kAU`K zKj<2)eVkp1{-gBoX!<{d2g=)t5+Qb>xA%$xu4~c1PH+GN0n}qlr34>V;BlibHKTsg zf3ZG+jJz;}_C{)WP`Fu_Bd-{<*1)&By@0MEPw0Dkk~t|e-XQhQw@jv4Lr6OJy! zVT<1ioP*q#uBW#uqHXF?n$I#<_ng7;#G?eSvrl7kfVzD3^H?4%L8UcMitwb&r ziwQv4n$RRLSxao)p35VblUcrt7|TF0`97)B>JQFMjV<_CS}II^>|aBSwO_r!`;;EV zN|%#jad}XLj(+*c{?mm)UXa9dWU#WZ<-i-|o1q27Et!JG_1sq$46s@iP&SF;!iG zgA)P)s;%6MCnFbghzh?$-Nq})@N+*FJR{o~Q|ZA&+rRF@+Yo^%H@5xiwmkNri==W} zo6Z*Y>HNLJ0&YQ8ufOA;ly7X)>GT1j5y{3C+6bbQD%oXj&s?A?^}F}I!Q-L0;qmr9&)0Gs&jVTX=X`BLl*iw)sB|B`R`Nfk@UefG zIhMenxO8u=ewUDy3}IV>(Eh>gjlLF<^(m)J0N2O)+zv#0AXkZaGH`nAG_ZV84E6g?>d{lYlF`cSL4V%NoRGNKye^P@V-dtPr)rDUfMJ85eKNyyxM&kwBPq^f^Z z86xJV8WgHVF<=Paofg_@-&+^5H)6(U@JT-g^#Z+DpM%d%X*Wy}}2o1zug)W^MCe&Z?P0Psn|(+23^H=Sb!5O$?AA7i^z0qeEAZgBEjkjnQ6m1}9xGV95SPv{kG`45m++PN!$@iLO)&;#)TK@$LyKDK`FzL7#%y zTDLQ5sptEmmLO3_f&&9x_H9}$Q~Ammkmyh(FLNPCP=tS{I6ry9HQ!Y}-xSpn6@CTc z?p4!P`g}m0Y8xvXih8i-Q`&|mv=s)|Wzb|$H2#4VTH8cLN`fFb|vfn1Vce<0sGXG1D<&_a{rfHG1XTr05 zLLZ>9UdED`e9}(t!_S>g0n;0-CJ|o(KDU&`Z6dqxx46uk1ym+eG89HzH0|YDF&gE!b zZ+J7p^&{y62r6i)eOQwjzHYf|;YnwSNyn9c)L)CB(%hf6G%D*}_%~tB%pV5NI@e0A`8M7F! zM;6Ny=}&ErdK(vvxS0k%lz)5_3oT_<(6eOxl1iLMLU;77UMjWQzV2N#&?69Z%N%!c z8Q}EAdovw?^^}%Up^|oWkV(UD!U1+qU32I7La=ln!mC@c;gpy^xpWArD4=poWz5w1`>rURFV_zeA+a#$5a+3m|(g%EKIDZ6NZEi=Qbi zKW}H61kC4;shn0}yFFke`AyezEwL(CJ4^hhr`hdEY0|9_B&`5(-@c%ljBDUISuZ=a zCA|T$6TyDp%D9aHL$^V$uTPj@R8pE=S!p0vceXxP3|;;-DT_t?mVC=O+HG+K(rv20 z9-^?rEkU2(9F0Tzbe`E4yEy$ETP?X9-%Vp~2}DN)pGd^8Rf$tP#P*VT3Np2CVs2%S zO!0rDyB?0SBX*tEiJ;yrcDKQCx6K=bbtokd9w{c+*ARsDrZnGH*#$qU#z z!M^m!A=dS~Ud1+#y>B?2WEyw3^v(;CP&ZlQ!ff1SPZO;WP-j#*Y*Zl(msQ7qNEW$V zEx!7rd;Ku>Fe%3M6USv2;RhnR>{(rgJ-DUOUBq%@^1YDrFud3le=3 zCcPI|wceZ!5^9P#UJBG<@aA(jxcH3hBY=a#@MWUnglw;efG=aLf+G- zrQIGptdRfI`CKQO{+UwFPssdiqfK&RHqxkKER>6gI;hCW<_2jFA|$uDOCJ*`=CI@xO6lDeVnnKm$bh6DL`M)zVIkH#dL)<{gVz>*(W3oKO#b|FZVpC&k4pL{xLP2Oh)9LXRM zyml3On$%1zsYzbmD@-mqlEqYU=I)wt{JOSMmtZ-P>@*&1PoAq_u_afID+JqcdMIVx zQ^MANBDSHJ?k$}jJiBGSE_!wL4E}pTf1Q0jwkABP$ptC9AShfSVm2ioT$L>T5?`?i z`;Jmq-#@sDLNNEp~w4`h7Wub@m*uMWVpoD zUw?V{+(cmfyVm1C{L}8h`tAG~l^*{SLvi>W-0*ru(`D+3&BO`E)mxQzTfhaBLNp`1~;hOZ|(eex^)eB~go zCAK#<;8+c@OEuNioV3vmpwX$y2%HlXlC8ttQSv^u61+}AmzV|Aof(Ks(h(Qr7(f<# zGW4!>a_D-h*}sutp^}aK_4FuN#ZkA@$Y&D|S%khFS8zGk#(mZ#V{*cLVr)t{(u->A z^IY02%mpPRmpS~zojQciw{{-tiSG$4Qs9oE7vd7FZb8};h@M-8O+nKhGZI|XtS-8A z2=>rWzADFUhi@x!lkM{o3ek;^=ag=LclEE)@Ie=6W^AZ87out0G9HR-JnrL_&lV8r zJO{LXP{2}$nMXxHxN)})O-c;CH`h|vTJhVQm%^7QC7ulbC}q8xOtJMR6YCAPO{ggY z*GQhPw^fx7uW;~_r1fyuL=VliR%Y_JTk_c2J(SOs94s}BaKffb@q`VSuGz{Y^go~8 zK6rw<+Nac75y{Ev{SBMH0(ykdZC_ts_9G_0f?$?f%JaR~4S*ejcHGz@_h(2dJ z-2(lDXLZ%R03u$hjxG>m(5{UJ_DRyWk``xu6caX&KNzVh{6MVe&|WK8P6U_*7Wy6| zWN#5DXuM*J!jwuPdOwsmGxq;r4MxQ#-;v~0qc?N2n94}50sdQ+#X@U~A=}uHQ=5PT z=HQRtywR`Zvk7MNWdL^nL6!J%Ark9LZBG!#D@AB1JqNRwG26zCdu+V`0#XQP_TIL& zTiCoTWgZv8BehuUx#$AL8p;n;K5K-fQ*P4|N0`kG*B`Hs4KDqY86I0O?M^iDnNhHu zosg!MOf`@WZ{53?DyWUSrB-bXkgn(Sh{)t69-DX%$pOYFhG;o1fSv)%Fzi-5K44z%bVOp-Izpk)dum zu||z_{h`GO`*G&3h#Niz)dwP#TGK>KaUxG*yDj`7hsqoIZ>A--@Q!chH>$s=$g0d8 zmgn{kcHEK1i`>_yhRASdP6b_eXRp2Jr+ywYheUxZL`v<9)QO;C;(lo8b|>bP#o-T! zsN7Vnx%#9nYl2yRg)AG9nRSVC(Safoqgo(%&ic{=Mt6gjbZrLY<0W@^^6?w9BJC?k z)dH)CQ_NZO>3NN0>ij=kGAAd~k_a$Pt+`u7bz&aWS+4errc`BCM`agcHu8#Wf{*60 zx&qb?nCbi0R{3a#8FyW8F^|P+M!eu0Uf%1T-48U~TX7X}-vdhM;_fSKDysz2M)ls= z8Hi~KqNWL>GK9OdEgDQf;B?&{lWh&=MQjwYT7mH?6oaTL+b27fS zJ|W9e)wE&R%SFhcZ`sLAM3|&7JA+utOg)_4AG3G^7n-Izy}bunF-tW=*4pd*SUURv}OgvaP=zDoU-L*4*n1 zFDW1YU62^Hko*A#e>#}AwnN&6_DV2UF($OzKV9K0SL6~!9RvF>{JbXiP9^kw>Xu

Vh-$wBs54R2?O{Xh8Ondsr4foCY zch;BQE5YTv|E@UOaL8ns(w3kMPUme%CH~Vtl;ux1I#w z{4;zt0*U!!G^tvo!uzAOQ3YFe{E#)6DIY)bF)s0h?FqLcXljc;v zgFWmnTI-$f`DleJzMVFl=T*FTgYMaYC4=Sy$hqp4UU_?j-vDr~-zolf&v&hC2_q~) zFxPYivY(C1*(%+>9MT^6N{yJZsjU5{uc(?dNM_jvLsce5fy5Akt?1xI3C7 z<^jPk&-Q{x($uX50uh@IPG9cKgRxBLe{E-|X?*tKPCkcgm1BdC%&eU*@Nuy}tjG|J z@iF{pqqF_4t4dDt62UDWqNXj_wst{iw3Gc8QYo#kBKU2@LaQ*Kj@>fF z6tDI7EHY4h?O{mw)mZY*vD}Q$NXW5zDF#`?L_Ps|pPu9%Q$xP%QiubfmBD>N3169e&nM zAsSz?Z81nh(^@MDFLAIPk7frGnc9a*DUx9-l}|$)c-}}UrEk|c@YydyPEs8^(E+CK z%Lf94c&H`ms;*+0EX*Gw$0og;xXSyG%(%UC1QhlgOwTlHrM30Sq|K!pzgT|G8h0t2 zlfX-cykb;j>uO+Fax)now25oIpCkKv8a9- z;Myc8r@31x@2a<$WoRA}PM6|&`_% zxK)*zP;=8klP(=mRVK=BdXf``2~&-0oI9lG#q<7@mA<0RLWfx4<-yH?jZW42YffAc z0(#5-=V@EWs;bN$e!ENL9NSs@vc$S{nH$vA{{9D5PAG;<7F@KwcW0_?3zUN2qMFQG zcE-zX&evl!{x7t!5$t{$|L69kHf+|P`7gr+gva*v9P3k;FbYQ^589}4BPEmGp-8iYi)7roKJ6xrJwfZSJSv=Yv3soP)5qtNc@9&bK@=7XNtRJKhL6Px#q8I*4JWB zwbGApEH%>EVGYaG!x4Oz!<(Nrr5YQ!jw|fgIB?l^2M$y=70x#2v|Z6iwuA3L zSo7h$R4LnPouA~qO~-~?7Y_`PA{%R|`J2d#slNm0$k5(Ho*3GBNn>(FOMNyqgfRUi z&c=-i)s>eQNsD@ar!P{11@J{ZI*0lCrlx6wDwa5bTm5;lIen8NQc=1+3Yvoo^alwJ zD<*telw^%_(11s6ufJIIT3)pT+$-CES|uK)(&JE!+{ z^LCT&{soM9W}jSTvjP0Y>i4kHQFgtUH+@IpuBtV!T#z;k*F0oY+zA;rE++^YnJvt5 zrUy`j?|f1LgDUMQOV0b)|ObCc%^TIS=jwSqA1RY^4@OTpF0W#^90 zbyVgO@|DoqZZ$u}G^$k9Wl$~myfb;REDxBR_TD426#?~U;ckhI+{5gXzC9>PXBETf z*^WBnHYsY-yV`XIb+OHOxMGsERo$)J9Vl(`v)v)??JiuwVO`5|0oRLPmEaP^Bk)hRVhJU{tY)Y?{kiI zzPMJk@`4Uyqi$9d{Le<#acnI$DnS znc6KUQV+fRgH>A>mHiy~u3PdNy8n%XmC74)Mk>1UGl`>6C3i;70~@tpizyxVF5w}) zKj|ia^n%J~sr@nbdFWe5_aTQb7#nrA`*wFjz`Bu+E^Bt z%FuNm>K$Pl0!Ym6(hn{J&%Y$1SYUO0@8!+4N@g6p6@c6QvEsh=?k@>0IHC~Plhs!Z z5_D#qiQ{`ZyWdiKV)CfZP*4mHgszK#%1dEQ5FWM)0XR$ioxNDPl92yVgYA5RDUU*E zJaeJd;E8J&GEres#~k#ING_lGybFwM0EQERLQZtwinZ(uPgDh(%7+1MFipQ4h1W%T zp@^Z1Zf8+#jYpNf(u|55nj_89c5J;$88y*(ZH%V(XDC118ShgOpxoBvOt@}JT6MXs zl!@K4T{E_9{!y1}k;rv7NrlFQ(JWD!_D!W|F%oqDi4WUJg}(}!3u8B)im6MLd~>WiOV9z(Q0XmWfO^Z63_{taQZd*il0dD`B2b zpX$-Zu@Vie79K4|mb}MeXm^;K_T`a$91Y}6iwyIj?M!jLo*Hm6EJ*z$zsj+e)GIB- z)=KBw*+_BK*i2vP3~Ko*9-(Wv*8W|mLr+Y4*%lx1N$Ac3Y2A zK20E^98{HAO(5s_hkJeCrexsdeVg*8*3AmXy93S`pTN4W!P6>hFK};92|*=od4i^D z$h|z@!h@OW{6+kgUK4(zSIOT*cv#`skueY749@ZNKcKpB>^<4WX&HEtUg_Bg&MnWA zTgI&`MJ!JMqV>R_ybb^+M=CW|M)KUo%5&azMd0Y!?&l16=nddAkd-rQ16)%UFlhy~^!Q=sF1J(r_Q6TqU;^~8J?$q_diE`0NJ%;TLwAv5(u({G zdhr{3(I|}^=b$tTu@{=8M89dV@S#W|ER%I2SGIQw6&mq=tavG;jPb0@xx`hRH@v$e zmjF(*Gp%$G51{r1#03OZ06r&A@>uls4)gY@v@Q#I>E#_*npkGqaEVT>K#2{n0A(*X zBw*3rOO7;orPsPXphSY9Um))`Tw13rOFIQeifzV4)3o*@UiQ*O!At_^D?%f{tE_rc z0+~3PeJ-{sHG#+!aWeyASCT$xrkmhNJ=%ZL0OgDF0fS)6AM0J7Q&UgMNVgUT)$3<< zCCwb3JdLogezdw!Nq(^BbU3ef1xEa8FseJU3+%2~9Xe79{un$5q0t9uxPRa|>> zZ#{8P9{2hR-2j?OsL$^NTH2srTT)Ly25|;O)6#ASSi5TPHgh3M^3p^SF%1a)x`w*e zW;Yq-QYET}xPPT=zFue34vbzqziY91W|}7Rbx|iyy7(>cX~OF^WpCs$AlVj26_yX> z-&U}e$N6L)CdlOD48p*wt_l&o$zg4{I+4Q7IzQMD87}9iLH5MY9=|6fi#dhJT>m4# zz~1ctfe}L}I_+5S9Za3vj+$Pak#cR5AAq%e^NOSxB4bB=r)lpmjQRo~BLW-W619xs zw^BD1z?Tk%HH{^@URWa_$Ln4MbIEEL=R5#j#Fg(k&ER$&ObOW~nmN-7>US@p4&t^C zNf`Uroif&)%_|=*K^f~`mp4}=Nr27yve1h0(`p?U)rFW`U_jm*uAJ5U0pVs0D1EY- zPmGe(FscKb5EW*F5W|6A`KEa=x|IFy<6%K|;%J%0?5N+HYnb8ldpQyKZHs&n z=2RXj9MCwQKC91Yijx=_b6?%j++hn>2WVd1x$!}ZdYEmnYH4*JOPUFIxO6na4U-GJBw89UF#1EkhVGl;x7ew zLcvb3J1u!9I0dyPA2`SEr&ZlqyLZv6{$CIAzi;ztupX|t2;jSb`ggJZ+Wsdy|6lH~ zeNRH8@tr}miq0RuYsUiXOH(309aoPRzMdd8w5kxQ`%rdC@@(pw;qt^ONe4Cim)d0H z)fuqy(|=|w(vInsOGl{g<|2q(m(`D_mgCkA0RwI(+*CN zIRD&PHNHRki^)HEFQe>I8+&gSEz2EXo9JG1P|P9RJ$u1TSK&D=Hd;tf?EU}}^Mqzu ze9Av!ppRiDTL!)G{L*!AMO)MjnjTfIms*mNhOQpY-w&BO1#Vl^MOYZzzL@y?$mXCd zhtojSG&$B7&J|Q}oZrTu`E54RJfM0x<>@Kg#aijj08v{XB>Y-FM#|)Lm5yflx}xKi z_M{fHKs_gVDNpT%0sy(5RtSHtarMHIY_EgamGms?%7>-3w>_p(X5{*&E6H4R0cgyqPFmUmV^S%%aaU+g+*qTEp}_>-o4N zIZsVjKOMNR5JY8sK9y!T)L%^4jpbKh>KB~#weExNB6;X94)u0x5j&##bNN$c%pO$_ zn_5uXpjfVT0GW^P{QkP;Uvct&Iu?n0!7O^oV{&Bi zfb2svhN=Bpg7cwdSa)Gl51Cl$M}|(4Y$Vf{us3V^yJY@ zYJL&Bk0vtw+$^fZ* z`y%=M`8L%I-{gU70WvwNfZGwJxnvINTIGETc3!-6oBp;8m<^>&3I#K&1cIS|qjmq4 zW&}V+ux3K%|0|@&IgfR&&&7_i3xTq1m%68URf+^^2a*@n+Py0STw~q8iACJ(ntr6g zS>gE0q;xUuH@jc7y7T&MVl5A=kl2fl-OzpM{GpPCzIgRf$7(>~`H^)>!=;FOkSzl7 zXi)5_eDg&(4cA*!mR(M(lbR$a~KJ1ib^Vh?rP2cJ;=KcdTNjem8{-u=(N5 z-EY{qayqc;ruN%+aDV0`kIxir||$orAalZ^RLD@*U(>dj_}_pL8| zWs`VvL)2uj3;4o0keu!cHVHt!{$@OU+8g%to!tPUeQF%-6@1l^YzM8w5#xS*m3?JZ z;w64bD5+Yk$D|-cQ!eogL9Edd>mlCQrJhRf+2Vh+;Cp|wjq7uEyCX|i@Z8LW;nOdo zYv+r>zy(>|;&Lc5%Sc|sa(cp75zlqi;-|BHlZIu6?OV>deUE!}QiwacO5w0cynMCF zA9mr}>FCmqeB8Iabls);801#@0I4>;%7ib;Y3@7Br{<~uQpA7?fZFx6deFjk5Hkzx z3UwtlVz*P)udPf-IOMt`BGLz`1_R&a9c`e*w5qO2u003HTZ6X2*J8Y8q~h`>yt67} zct*%-jy>q!v?3`UsnmwOvc~y|&2hB>1jZ&)pn}2uoq`NTdFKUu2D)$*3 zjKIC!U669Qp7%G`ZeXx}Z)fpwxd=D^@Cv*$I%$C`(|M@%Lc#Oo;jhs4?>k1xZE5ttsSKIozjNnTsd8o@mV22?iVy4@+(~J>2KzhMbmV6Z;_kIA z{92OO-~gX{)(@#)N^tXbF2AWw_;* zuk(D3u$9gFq2Dx;oBG+40!?mx&tayp7*~Rq9|?8MXh9taf7J;zNVJ6oHd-unSy!xsfF721&hP7*fhdXoa4JW zoq~$ZVQ04f98+R&DFSvhF;pN&nIu0Sb!-Y0x1p4{@Yrl)kRbuPufFm{cXUPNn-o;+ zJ<&e3U?^JF@U?8KJS}$qm|7kwR>bSDFy9?Ry9mY1X1A$-^!4@TSatd&W=jxd*U4iQ zZ}zwnGffDihlmo+F} z!sSO+4l1DhpDhnLMQDC3r6Fj;ql|+T^o}y4c`e?Qj0{@2xC|?%`iKdpcn#eqIkbrl z)JvJ3r)Mg?S=~6~nM>}4u zEBrY)QEsLu8nvYi@Wq;^?MKnw&aZ%j0e@(=#xOW}Q@Cg;WBDf+vOV}1?AKO>{Ey0u z4c38SyHPq}GfXWJDOL1RS9ETaGZQvDu`EaXx3ioG2M zeSNY$VSQg>IS_n!LsDy~(>=3^`sZ5&Irwl=ip(pDRGYQ`PEu=dsm+^8NtyP&YhA%& z+atbPd1p z@_en+CE4R}EmvvbxnicV5yDKVHdhxatJZjxhkp++YPGJ@%**G>G)`4JLOSaS;#+kZ z-Lu8dMXCgo^b&O*S7mm<*Wng)gw&}Dn~OKMB3x?$ON(*`QEmAzocb}H`g?7kkW~F0 zBn3Nko96Gr{1Q7E*-Ddp)Z6Y3q40^2yM2Z6HbN(?LfZ2KX6lhIXR<%`T0`);&WOCl z)lr1o&I8i2NktZNSURe?g|h2b@G1_Py2UT=U?W7$9tG3tq^6)+gK3*FJU;onEg z=mtTFAV)rF$WM*WzSvRQ;gF-B#fWaREh1-EhQCoV$C>3R@+qd6j|+q93P?QtH7JJm zyQ|#+#g*5>8(u6kk$>Tnva6qHcyWPG7#dg|^6#aKTc}BsVyd^^vpI1j)(=kPD!1ov z_M-aE*?e?pmNmIPl?pAfg*>-e%X7In#p$swUSNY|=T>F=tk{2(E97`Zor9@&jjd0Y zmT%hy+-a|#j)j@l$&o&S7pUl`7z(!n8)f;aRMMIcS} z9umXGFI@lOj5=L*ZjXOzSsO!&b&ci8-4m>K_rT>?^X0eh0B}x9KRM2DMSqjB&HwFC zfS1@0#eL{+rq%b(3L7kN2Y3hp*Rzv6RAf+9ULq;p*en3KAr}4W>?F|b$6$d8XJMZPVupQ-9 zr8rd0kpjJtIg7yT8QRQz-K;&#!Gddkws6y1M`>F*R69VZK7y(CVF0dQ5IE0HK5tvLbVz!Ac?iT~Uu4}vG>S_W7<)5d-oDeqEv?#Q? za!x4Tyg`4YdJIl+5zbN%p_^~iH|U~s8!eAQX^dGV=yHyj7+?YA^P zPfv*<^fa-e-d$gX(WsJGXdh$ItlVcq?84tu;k( zC%Z_Ek;*po+pJy`<%h40kv9(58Hte!bjO8pY;l?~p9$mYp|u{@U?XXg8I znG@5C6UtTpn9QmzlYr%im2eG<3l#AmvVK%(QUWrcQ%4lvMf-elu@p<-gQ>rlJ=@3R z8Cz`rBUJ%boX{ucsTf#Jf~|z=8>{vu?eK0uyVML~_j98c0%=ndv`U-8vP&VUe) z(eL}=Jbwdvb~bJS$EK_TD#{M7>x$`3Oc7l<^2=gI6e52C>(Sf6og5QCTMG=wBc)Tc z0>jB?E7*=8C5nL9@F}wen=?fUF&MXz586M;?shg1lCmKsHvua_@oU@dnzO2>FMsq$ zEG$-ib^t4Um0CSLy{4s%nunY*3cFKN_U~<6Ryyr%NQR4cCo7A#p!LFQPdezp{g4Wd zwQoT{LA=TwWs9^?_misRmM;yJh(}XKJdWDgox-tre>Y>ut1aYb9nF)ND`pmg<>J~9)eJgo*ifVv5s=9l zKvAKwID}3!!Q);{xYR5HHE2-1pX>kg9>V~xF4%G#acO_<)C|yJ;pD0sb74?BuPe$i z4o+vYFyN!HGRodLtof&>FN%G)8T#CRx5s)3~1^<(l473R5o zH;IQIC%Z_Arh{M+3&%Xup4{$|tMMY?V!X(6v2DWFZ(c}p<_89(f3|`r3cAmp(0Kd3 z6O!0#xf*Mt;9#KlcskADgRJHR#DZLePshl!aCs|A?C3n7<+Vg|IYE2!CM05HpQ0rs zAEoUD4*V~YTc{Zt92` z!)Xe~DxE`d;B2C3+Dh| z&vpOjiOjVvNFb>zzJs|X;oiT{Yx!U(%{7iC(NLNKed?gDu%ztDPJPz3+kt=@r0vF6 z8MSAXnZ!oXr+!xw6kIilRvEM19c7A{TRDm2Cpg009O zMXs@YJybRu_PEb&nL0t1HA-}wBuYAyOc@kCI?CkkwFPXtwPMlF}Kl04Vt@M2w2!CyJd10evB=13O~dLX>YX+o~;T##rpl zk#xPOLGmoz5RByT*2{phWOI?PYlh~+D|a09nW-`u0}kc59ZRmAWE$VEcS~#bU#KF~{^z>= zaqg*ok57~mVZS==ci#ESp#d1FT1(wm|CP_@&+YwU*h;N&h%Wu%M*i@{aj|h}fP8(J z;o!Hv;B02ddZe%irXBjIBy^#pgAZOrvEYpYr;dT`dyV`XPhNF7I+kCkwK_)>tBp83 z*?kwBm*?XeFcrMq)s$5(t8 z*}X9o9Z*jCx>CXBmp3`l&BfXP2j}wqKehW)i$X^6!bh%|sup$)DNBoOxo_H7&6*T- z7`~x0ojd9dd2Lubxf3DaQABF(H(VXmi~_Q$j>tbrEBP8$+%d@um%Marrwd+-e1M}| zf6~nushL?TL#@Yv{R+pP)897h(k~Gm)<*jE+bamN?}H7*_|>< zUT^dg-RP>_P|CY^9aB21i7~KR3{q0xI!p8i0*AtVac$5tVJqyE@o<%s=Fd(_SDeQS zgljAa-TVXuzZ1$A3NMB9${-Lav+k}5@;e!DfHt)P%ow-f-)=8CS+Kv4SFOlK$MFYf zxDIw4O{49`kA5^JiI2|rfb8edRSOx7CpEYw=qej-6hhGn;a5UaOP>w7&wtU5#lH_Tjr z&?+V-Cla@+8eF#CB+Dkb9&U( z#{2Znjh9n@5!r4PtD;O_VsUm9k5T!@a5;!ZOr(ayqM?a^(fjX#wa=4TJu*n=UJmhE zfqP|1=lYvWt*Ub`VP8Kl!k6B*Yrm2`ewj^X=_7|w3h>~%oUIBpGAXn&%7`|;j6R7T zbx8ojwK9-Cs(7bIlB#w2)CtQ9*3oFD{V+45Qq0Gwvv`4%Sk|}8kZTv#9!mZy*@UE| zsGjhr#0O2r)+r#fY>PG<3cs$H$6ar4^7?lFQFSp|B3U48BX||Qx&}_$W2+#Q=e3QN zx94N`hBJ#!A=6U%$(f_S=|z%`duwP{IGaRe(LF(Px`lm2g=cbWYI3Rs6V4OiR&)J8 zdl$TDJ($6NYmx@Znn$l#4d4tVUlobi_5psZH)QSfTFzPP!BbUoA7t>s_2s$}*Y4k~ z;_|(D*5|<6(!uMAS5i2ZV2O=nw(wt4%Nj{HKg)!|FYB<@xICYR41ZS04-;(E3=8?v z`RMY|YWd9iL61vaQ_bIZgK`5;Vp52|z)|GjPaytoTbM!5U&)bu>ssO`7wsrp<(GNj zltPp|k}Gkb%vR}BCg09ex?qCsFrR2Jd(g@0u;00m*^h0I2X5Q%IV;J&_Y#vzRb_&u zMSbq-v>qN*kw9<}yhG-8vOQCl9Jx*sv5WGwl-A+oCVpY~!@bJ2YsR$6m{fu;5M6%j zJR^CPA<*t+fYVH(%ca(-`knJzo*wE5Q61^<7cxGXb*Lm$9FyO-ydvMf=%$oa`%B@E z$)nR1Q*sU?r_Lxqn9E>3irI@lW^TnD0Cca>!oLmb{#+NJBSZFfkh3BKW!^qYM>sOQ zWfIrBCFJ7LYt;B>uw#NmVl{bXxTa6@PrN_=6_Vch`p!Avga3DN3fPRaIiP@01|ezx zu4(3aM8VpooaKV>f4Qph1gjdq^C!~(m~j@IC-jfFVIKv(*35_ZD@18OzIx1fiCz|m z|IGTLO1J=|lSVhc)DZEiUTFz~3P1HeY)o)AdOdZH?o)n0zSUKAq322LX+Dt7Wvk)0 z?08s10w|Z5yW{;kRGgJwyr}L1+fWCnhU7s3MBYBnm?qRxh1GotdV^t*M8U=G<09y5 zbQmkj_vT>WYXiB#WC-WbH96j3%RaB|{K@^Fh|C84MY`$n^7N|k*N>AShjOh~?_GS} zt|f&#Pn|Pbaw1t=Nzjk_67JBLgZ(A1xEJ9*X;mLL|y|*`U-fFLH7*A&X zjCbLW7EmXDq8$P#2)9I3E2*?Q+lDY1P2>KI?|3`CKr|%cP7zCYxmYWJ=2a^k!M0{M zeMMuZ847yZ^Bj<4T<4Y_&W$2M5tAsolf$%UAV(3#Im>wM_w7Lr;&Hx?JwPlj2|c1R zoU5s2SDn7P<*JME+dfNvYzovjP_%zE^r*G9bvZZ!uj~M8NRQuhz@JbG+Uf&?-Be%; z0r9{jz*};rg<;OlI0U7yS85b76$$iah0m$NW+ga7x6RXC{Jz*+^z5jz^Lr^qg^Tf; zW2Jh>8C7uY4j-7+2Rgg7PJlk&_NFZIHa@Lo&FEr0ruvn5f_A{rl=-4aYSrbWgtkZv zl7m72y!G&!W_y=v#-ZPc%z4N!rODrmH1GFu>LmP3mK9M>F8~^CXJPDjl7z8qv(;tE z7i)V}g!G5r`;InX8Nd!xp)m4uUf-K*=O(XE3!w6XB>5LzT*r*8E086qZBpyeIK~ih zgtmHda?A-P#?s%9ww{e?*?Q=6Cg?DXahXznMM?^)L%P~~nvIPTBMdA)VU~rvjFfuuAS{`Bh1%eR-+qD65Eww5lkU!KLgQCnUeXr z3dMisRQwK3$|Kvo5bp+$zLhE}3lc>bHvwqWn&$4a(hUEpAsM@z%&4a$WML zrZUWj^k@fshE1?YQcjc-Mb2sCrvI+t4vDCYyZ(S1_CO(p2Cx zx~p3zNmb40&YwClFHbn8Sxd2rTq3qrhfB&Gen9MzSD9x20>AoaV?)kNz!$i=fU+2r zW?<*%T44nOP~nDcBWs!(`e>IP`nY^;u%OezSK6%SiO0BOv}`r{S0{8RdrA+>)0+Pm7d#n~J6DmRr;6m|KO|2qeuf%+z8w(`0=50n( zBpdbTBba<9yYG8>A36G}8Jm)`C4>&w6_iaGm&aYW*2bZyAnTo6Z9^y-B8F+-6CZr} z+^6AWhRe@^W;8D)e?BZ3J#O-42*Dhs<=mD!po)KppZdDR+_JRBg>_HISOj>WY_WAu z|E~z4-!Ck#kRrM*{ zzkIIrD>IY7J=-avH?uR4g7IAd!x62}y8iuzY`s57C)!R=%wv1wnG$q41L9NjX$E-x zh+Fe&$O|+#+RlRH&{R&6ypiR z7t;Odi9Ec^)0-y#J_aOcapw3Z^4=3>TbsrucF_W{2oKH+PFt6*Vj|rq$DX?!&}eS= zS4tz?{?9(ve(@(cI%NN={RoA%{nUiN{AGi>T$gC;{eK7Z=7O*l>VKDXdZOSZP&0PA z&iI7MvRQsM_=hMIeB1avJgl^WI@0Tw5C`U=6^Yzj3y2l7kSj^>|16sa)F(;sTXC7+jT()_8k( zh;?|dPAAkZaX2r9i2G_)9+tvTf z20nVJ%!mbw`(>{;mj*D+#m6`Y#KWK3elh<-<()TYa9~z8Hh#+_0m`Ii-~LG2!{s@5 zYu_9v-CW$OHcg01k>-7F4IQp*Nt+XJ9#`Nz2Vb4h)F?>S-8&1S&1<2rT&UC$v6Jl;f>)aF)2YegOM@!HUxSZr#*g)yg75uhP@5$MXN9>`lX=VEee?t6b4a zQkHC?LPVA@#tbF2Xe1(gW#5-!?4wetY$@Ah>}5&FHg+n@SZD0AjEOPEHYUs1m*;d{ z_x-%j$NT-@=;(_hne#mV|KIvPU}s!3rvW$at`^W++Z(QOu`eqnQ{lnIZ|)CYN#74# z_@%~{g*pNpaYNH6({ll%-^$zXy0Zz@rD}bx&RM;g5KNh$=cN>kBI!Bvs^K@H<)I;= zy?P61C3LKm!)A zM8p{g&V{E99*qTAQ9p%Jz9U#)MP_U)W8T>sKyTl>*m&y*A^tP{jJQG5RlS@Fz@0Ep z^d3Qfp*+Lix+K46GELdnjfd=Qk?FvUy5D5#xDIJ3#4uQYx)kQs7+M z5QQIOp|V!FHhGZ|w}u6=I=-+RV&NaplT~SDwB=j2!D?%3G@DXZkGY8CVct?m){VcmN;)Y$B=?UuO^D~Gi`RyQV|Fs5N-@VND z{ph!Qw?3Mn&y2bq2;@*JfNl1~3{)OVJAylbA2PSTKl0&T*lVOj*N?`aWKnPGpy$t` zTjRNZ!}E~t2fXb%a!N$_8<3kH89DE}L^?C&b>)P27E)v9iw7YKk`|Sk^y+Nfp5nb`Ns}}JyMOIN=~p3(0!(Ed zC~M9j#(kSx-Z;A8NTW*jiR%{cV>aelB4^)^Ju!OXq$WAks-dG5ZElk|x82dgvt@Eb zk?F0*zsAheR4D~Q*un0hVGdCq8<{AaXl15MRMF?n7-9Z^^LOXkX-u&MkV=r5DuD0e z;0Y?HdCx-}CPK=>{OA=du9!p)w;=l{e%A7$Kl|5X`Sm$Hhg-m75&P+{9B9*q%lx?N*YBKMpFQ+bjK-g~bw}=EDW5uGomOgAj z{Zsm_-JZIy7QN9yI9o0H$7AZd)zguw)?u~=d(US5?&?uBrzrpfUIiM7XN;v#&FHz= zQU7Czr97lyQ*4Q8YSQx7oneOsw!Y}6mA3R?wbsek@Q|bGwi|6^kS~b#Ub+wzk62r( z1nWzbjY~`UpJ(>FH`{(xjJYW7yDhde-GuDD5``xciF8lvVT1IOacz0)0jieR+M zwOBWje-%Br7TA5$q!9oQ)o1o1R9aC{R9FFln2~bkY$}=2-`pqAH@<3< zK$xhF&Fz&#Bj2@hzrjen9`rPQ=d%yqX<6BI&x{tm=lp8Q4$ByM7M#YM*P6Mj^`l~O zKBZGM#b=C}5k9(gHh2q6o^MT2P@(F>R|Z+Xwm&KI;|@L@GFLDw^W+Bpj*@usv`W0( z()jx8m2#k-FB}9{V~i8{Wn?6>T)h`MN{X_B>r= zAuHYXn2pj&rXRO|PRQKD3B)PBsrlV5kPC(J;UVX~4z9H`n^t%+Tlv?ruhOd$zCQTC z2X$USff<0(UJF?QWG{TgQEY^MLDSB+QmJcgA|&$lK&jtB?bvRulBys@^?bc%*n~TQ zV?pWe!tbc_Nao;c|6n}*l7^+POP`yausub;J(KYv)VA6rmBocEa>^HLB$gYvE#GUu zC=JqO1FLPAJ-wx)0!g!G)Nk8XA<(9an2&q452vZ{(Sy?&U#Xsns?QG zeC9BFLCR3s!n>=!_EjzkSL2sKpipTZ_mAWU-YIJcE^AVvaBo^clwc894o3h6N59X# zAA~ov-Lt2#lgKoP&&vB?skfsPw{YjrDfqjg*D^aU3kXu`Pb>|QOOads33*pWGpx+= zo^ej2HNaMrg)FPWspbOE?5Tke04ec6ze2n zQGNj9TSq!n0Xk+;t>%B*{GOZw@)ZxA=FyOfff?QM{Hu{H1H1b3$l1l)r$%oKu#az< z2*!T1okYqMQ8kcn5xpo!JJrBI^OXzA6dw4q7Zh`4Ri2E7{ zYm3n@aKuB^+Zfzg_qf49YGK0<}JRJ26Xu5kM+|IE>h!267Q9tc`NQ ztJzbztH-1J-_8x7huMJouA#yoUu>_smXp6T5ZpO2RQaH4SxXtjugGhCn|H zPhjR*2V~9VJmYiApCz8pIS88X0;%;otvO~Dz~*8E-fT*9hb!hJDh+#8 zx`b>m>NvZ8-C~M)O&#menEy-NK_;Oc1rFhKHV72|7f_?GuA;ggfa6IAeFB;(rMJLM zdo%2tn%pbibKHzxJ??t2pLMe>-%Qw)^Se}uT;6pal^UDTy*Y3QJ@8I;%<3)dBYX~O?FXgNZeYP zF{lQeAFTt^b3n@xQ+Gu040`zH7PxODmH|CWz4!&%ud}d3b}QGcN>3PGCQ?>Y_rbNo}3>wei*M&IfbRI znCZI1d*D>wF6ZI8p^5S_HivkTX2D9C<-w}e`8O$ya}-(jwl@mu23aBGgH7(szW<`X z0Pz9l88`raJkbmw-p2#PnD~!rZeJN3PYm%!Z)HI>>|fkEQsC@YJJ9<1*kcmgPRB{l z6AL$u+|#Dr4H~~?|5EwG6bv4_{1;)2!TDJ51=eqI6x^JAGUtV{0+$Q}SVoy|;Qad8 zG2-IYW?wVHt;<3xG@2qmoV>}`Iu}Q}?ADFW&}eCfpSdaB6}|Nq68`NW_xr^T4~ls( zI1_Yq2MP4r*e!pcrrz-jaQuUT+-T#AJ9=p}M+{%A@N<8+${7c<(z8Smg%gvhLDRSx zKBYnoSR4D$g}$+J+8LxS%}FN@He-uaFK9-~nOYvBwdEP}>?-*R)l7+2LaeFA*i`SS zQ>E1vysF;b(~h(9v%<5tFZB2M*AUk%u5=r2sV3oPTzvJ~Pc~{|;%a*3ZXgd=}F1F1Jq!|c*E>T5n2&ojFUZ~Wq|6{3= zK*E~_ukxzjJ=a5WQOaDJdzg)UXWbsWtv~H9Ld=c+$?iq}h3Vo4faUW^;sz_5?k zJg(BO8$hE^XOB%NaJB>n213o<%gyq9DU5Y`EXR|VAu@>ZxAmgYmju}QK^?&I`=AN9 zUb%s~3K<}QnOut!;;oNc_zDUOK}P*Q?Bp?w$}ZqrJ$eSvtdXkx4j>n^>BS55IU|@J zJaI8hXwBPPH1MJn`84p=U97z8p*?(&VCUfKQm9|PIu9=wGx$ZDEG4}1-t}2Ev&+1@ z@ps@o{?9b)tj=x<$t18Crs$E##8&?q=r^VrPVsa%om?;_d*VvtKXkd@!q8zfO!@!g z5Ctbe55 zSUuSsvhBgGey$zFE!>o~fodSv#&3pFC$G{um01;k#zM_H_@us&72o#=4t`#Z*s_?L z_i))LrX{q0F3UdM*9$}mMWHf1{zVVHeNwg0;>#8kh3XwY`Cg3fPw`OV?QNYunt&_8 z_hn5HWC4epLj>kl2OjLxC}df7v4#I>H^i08xMP*ZvCo*^gHEAEqeI=sZSH+h_T;L= zlVc0=X8|n3?k5$Dm%E~@2U4cD3AN;Q*^&IYUtW%-zQh8;RL$&T943iJe|J9FdTTY2 zR^mV9SF$A1l#Bb^p0tCZXQV-|+T06a@vWYYYi~6g8{D|V_k*%&n4%x8Q`NmUnYXZ# z0kQy9gRjr2Tz$3jdi*QNP^nrT?}tJsuP4uF?W$dV3YWs=ZyK(|zI92E-*i_|_YXQx z8wMaol-BMNwcSJd4OIeEp^Sg&&#cp$_C3Oa`VrcHYMT~Q|7<_>h^=O2SYlG{ih3s<}Eto>4p z&fgnd?3J=29@x;2iP80uHZXeMfm5_^ACV|AE0t*kDk{P8hNjFR z=yp;R35b-&ReOECy`(B6O2Z&k8p-2)MtN};uuf*2U+OK)v|yEo;TliAqMSeR4_399 zx8H)~tiBt*Yht!IHp(Flt61wl@ZCQ4-7@5q(Qw~KVcS&ak`xwAT1*KZ2+&dllc_hq z4L_(U6!tr~U&ILMqdX|Uf^llV9K_>vH}GXuL?XXe9wH;#z6>H>Re4p~mjvQ9{7=k% zrl+%i8vH)G+U|Xau>)CshHmsGI+Ez{GqYoAs4B02)vhsg4Z-G2-{b}nE1*0u|zOW=%cLrloI+3RMPmJd|AUmQ>9@h>1U)0l6ZSMxW`2>i$@Jcwo%u#?Koz_qc5*o6CeoxIh=#5KiWaN*Dj&V$_HnQ6&876mQ#D_hOE|rgYK> zQ(4Z&6%0KCo9ze;reE>tr1LUVruZ2GGx~^aa$q0m~Mc-a%W8cJ;MoUJloG z%NO^I>L4+UGa{Svx~)&gn1%s`Z@#9Mkfg8UZR%^!5aR4*E!NC%noqX^FX^qV2|%g8 zw&9}kuvR4w2(J$RjO0mAdXI~%^dMi+tq~hQ-(;M!FwDx}(FXyYJ%X4G^u-UkNbc~L z{d*nOZZ>qo%0Ne(H32Ytq|S6nglUHeiBW`vg-5`-YyR7ntDii2;3M@ORQ26VP~_o3 zxtPeu!?m7Ep;NgVE21@-AP}Kc#>xI~@9dZgLPnNF?I^F8>r6&=$!f3fLwoIMd)v84 zVJd%H@aX8kv|YJ%pEEsUW%yp8sqf1k`_U*E27$bnWJWEjM%kjMgXF27aVE5O5Q9AJ zULLAZ__Z+I8PZ%L$fuZUJ%5YF=0U8kFWD{$m`+4Ob!^0!9QeF-RZ}u+q6MNH7lYg0 zgQ{3z&)}r~rp3qN_7zCu*b7UaTs6>n*>7#pe93s-1johmM{r_unxu?spRVSv-cyG= z6}}C*up+jYbAyk=zJjw7BYcDQm(Qlz!sxwq*dNm>if@y8ZoylKHN_mAFpx6x^IweV zA{vOZC*6s4S`xJMe42|}TNjYFwv2U!%L(~yiY|jVlLlx|d0A0?T^SAEh8rjsFDxi{ zrPP9=W(d*9F(_2NQVxY{R>!wGQgT}McR6qTHQ%03DFz{x!xy8hDoe{!obV1L^DV7P z0UhGJ3_e+&|E*8=sxMi#*y3xcELM=aC1`9&#@VE5DCVbrxlqC^m6KruZE5m5Dtt>x zDC%X@8MLOi>uSutQTadU;;}vN)Ae*ps-dyge>pXPE2^WnfEj~ScD91=*#r66vF<}h zZhKof2hw$Oa-WW0Wvfz{wHSWua?Zg*z@d8QI=qZ0lSe=Kd|bN!_c@@PDlNjtdi!cDOUySJ~p zKH!b=Miv0{!dotW_wG1;&GF>RM-jz;4j+kPJL9A)JN(qvx>_sAGe{--qbS!W7ykHE zI?qq_;~D$u&j1$&FAzl)Y(JoBso9s2^Ts90ez{oLisTNX8IFsWx=)Pd4w|SIMvnbL zy-Ep;_Ik9iRrqqyjo+AO&CDo!Y#aNtufzcCJ{Pw7BKO-mu1qTE*MlY7i?w9zY|Br$ z!P1nA%7s_85J>;n?865ho<6JBo+3tatehzt5@ioE=Rd|jC%nuJa4>bcW3$oK`dw{E zX8aeSC8xJ!k)8hi+aV^)vEH{!D*p6&c)Y^%T=|1^mpl+>nqK(C#ZFl6AtNI287$kg-@!%V3G565HG}57c(;6M34t-Jt<)t9sQSUo+Q)) zpX9|o+-S@iB$EZ_FwxyhP%lBZyTy3f@O`10U)eOyUfiKI^Ya*>Ur&XDL$ z@wO09)9u8++iV>a=z|jWd7wPAg*krFc!7ChB;NJ+)a_Eu73c;X^c0Q&*Ef*ST-L$l zDJ9R%S)Hl>61>Zu*u#_kBr17fO!7401k?4EE~r{^-!C+_aajLu#y|4&qtTyKjqSVj z;#5_iXc=8opcFZAF{j~rR+#(yW6usci9?gbW_7J{H{Dq5n;>8{}Orq*k_R5%O(_(ZYz zPwe4(X{U#oe`RI7u`uz2i4Xsd6*J|%@TGclhJ0Xw*AD-DZ8@Fl?yYsvxfIO3k_OKa*mP*Aep!wcR26!3S~T#vetrZ;(r$BGz|Ryl_?kC%qU+s35(g+90;W`fW2Xl9LHU+X zl^eQR=LESH?|0Y8YPzqn`NHCw%`|-?s#CUh3tvD$9MI0xjosQ$(zSEs14HbmFJVZ^8X|FTO2(#8YX1z5hRKZ;A$Ehd3U8G99UKMb!hozvQ~Aa^?SS3 zfNh*(t)~*W5JoD2RO7M`ViOmd4O^lYeRnIhPyOmeVsu1ww-80Y1i+E|%AR+5m#kTI z6{23yWK29e4JJ*U#mwL-M@Twb@8sc=WwQ^iyQ*Z<`i&mACDI)}1z?~zAkgHEo_K?; zFsQocnjABeScW&>yP+cG84d0dt-VCBhiMWEv9O`)Z z79Yp-Mp2-E$6GO#q(}#1 z^)GO~|NMX|lM7y_>w|^+64liID~ZOf(~&hB2d66rqL+uSxJ-{}bo^#bKdPS9@T{TK zr&xX`!TTLhLi-^kE*16RI);rniHi>fEWZ9I1xUy%l&MUDD@f}GlbMg4T>JZ&fePYW zPPo`px5xU<>W9Kq`OTC2Ik{%O{N;O)SmvzcmZN4K^6IxQUa3;`itJIn^28fQN>$Ga z6j=u@30}T4P+qHrctLO<6xK(tmhrQI^mh6WRMZ@hXWfT`IRFN1Dg)?uQ~R7^=o2H_ zD*}IfXUvSQ5OcwHu>O)<$T1b`^9tB0Uc*{YI3HWSpvuqVuBAu>{}tk=Lz1cn6pK+9 z`A5-$%Jrh%M1gO7o7AQWHiaL;O;R>}r_7CW6nqgo3WB}JO;+#4{NVrt zYp=K4sy*#+O3bwamlzH@d`fsT$q}ks7CdbN?U_@m`DEa5YG5t{`lRm;6|9R~`UiMw|Niv`4egX zHw8v4)Vo$T$43)0=N=lV@|7|K-3>PKn8A*)>=mQf?oRO2>a`wS6EWX#EmVv8(z}`T z*MYzOx^?54A?<~9=e#vr*^pilh~JlbpvPQS-H>B3zS{Ma-KoDk-+%9^D%31cNF)9C zLmzCs*L8pL_@Ca&a$sf<7NP8b_!U(zxwg~(c?yu->|RBRxjuVv*d_o)BBCyQl6~qk z#l}KiSrpo{^FQ;0nY=p*^VRj9{2{+gIlyFR>^q3|Hy_}x9~e#~-w$(wuEFc}-r_DV z<|XVIH%h7%Z40~{yrCy!Ap26cW?yhsA0j+6s+S5sLDXlr7mg@#M$cOm4$kOYK^p?W zoRMsp4B=pu&oXNhm1;XeN1^0WHVJVGTEl%GOpV8oxFBb1i^i%Lg&YeF6K-RcJLBZhbZtL_IuI&(nqNlsBMY$Me zEc*2eYvZ4DZNbI}c&6=4*|=d}$@85?>&J@2C{Vs9dhKAq3w>Ntv9@W&Qpql-WSYL{ zM-K9SuBYJLcXW-89K*;PGg|bO;a+Cag3ENpLc?$@*po?=V7b6fo?Cf zxgQsBjv7?6uP#OJ+WYhROlHhr>a-(El2;O6zE%wI^K$_5V9+KyD*17_nLd@fB#{^R z3c|TnW89tT9+qoyZj42QEjrSCD|vi!J(uqF)pAF0d?jX~IKAro%#-rGZ@sB~duLtq zs%;#+FZV`y^ELf~CV!_l=2e$`J3fSHKl=u&wd`aW{hyBhCGl;(C3oGg@KQ z4$Jd>C#WYzVfG*ku&r@PA>T#UcBd)13Vh;yl84?RU2L^=oJoq8vyoP9!d3?_8{itw zxO!4yL6-i}?F~D^Dn^C2^npBM**(Z+40AAg9oY>JH8IU@fysVAq z_PJ?3M=&rEo-KHUaMwz1&1E)TI0UI2h_g+ve@=m*u0Iyc0kY7Ax~2Vy3R-Fiu6}nj z547M8Ciq2F*EsCiZpLm_4Tb?f+7&kBwh3*;A5wR6O&BbWV5tQiy79hcreJz#L6nC^ z2~i5_53O$1l0>9dBB9*tKn4{mvtI^}N(8E4P_G;CDKD8obn&GrQ$1@<%*s}K;pghH z?U#=X2bc=sb)OD3+2z9I* zCb;SR{ulAC-Q@W<69#AqqyFj1{MRS&pDoD|q`g-@n>uXr%Ej}iK+f;XA9tU$1Sz^t z5$j86ih9BL%Qrd?yZ2$Z3dR4LdW1*@i0%Wgq4P#I$E^2FNBB5}kPA-{znzj|N&1LS&O|r6(p^O zzcZY*wqRE3uf&R7mhZJC{8*E^b|RSo_6rX-JN!jVa?LiS{?{! zzW(IY1Lao_rl#@YYehFeZMroA*9Esr(g|5o9=`Gdc~(V`vumSCtmg^VK~SZx-v~=_ z=(g5^u=b}s=GXOXD(~_{3LIa+Kzy@w50rKia-j7V5nYis8db_dooA^z&TX zFGDP2n@f#6LoFv%@=>YlZ;LHJXS6LETw?!P&VQGKnOgJgw#3&T^Xvq4mizY&KdkUP z%ZpX17+4p=0WoMA|hOu?8%~E@_X=ZHlDPlEQJ!IE~hZC4b zN`bof8X5>&Vk}=rH|4`p$!ZI5?;qgbzY(^#PKg!~W^ye1{mP+%AB|1WH#nFC5F#^Y zb@)kH?qgf}37euxdfmHf=z*F0qBfUoHK$Lp9_&Rus?MqT3`@6-RFfC}HkI4rch1Ko zn%~y^7TJ>-t@euzQ}g+2hT8z;xnpP-BB_VVG-Pu+Q#LV$(gTB}F+CYl*|hb(=%3r# zr+%w&O#jsLO^#F8Qu>5L>G`Up4w?I7TF1(F?*$##Q(IkgiTKY+UB5hMzKwz#Mr(tF ziGQ_*O8gKf60$DeyMP~ zlxOF+5#D)HlbhaUS^_P%jX5R_-LnrC&7V)+U*T@!%6rIK8Q)w**Ngkhw^Ofw*rl7(6vUjgUwdKtGka z*g1`>?9Mjm4uXBl58yq7LFx1M+Slv&)H4@1B3PE^)rVoCky&-zGlxFE&TPqGao=FEB#)Ty3u?eGnWN`WTz%RW7D&pEu}c7dOx^h;FIfwo@9#e>n%*gz#45@o<@YQZlVW-k*Ft_B(fp@ zH-Q*h(MHM=L8q~gSH-8iI9JeT6p3_sElsN2Rk$mKHrP{goda6yOCtb_Gj+BeI}`8* z-to)d38YToHv!eS6is?Jkql<)PoSe)@bga@4*@5HnKp)m&@zFt>7)^QR!$GCu?N@F ztUs1$8eKF{td+JXyNs>tn~N|jvI23?k0+h8T#G@OVD*zqhDo0kSY?eIA&&O8$SZTc zB-i&l#1A4qzMx1^RP1NvmV|I|3>qza9FJ z&po_6ygcUu>I%&8y7iX8)n1)*Hx$3E2;-LL&r{Vm*4y7^Lnr3O&;EFxq{cC zMb7qQvB0GcLw}DaAdSrJTJ(FPK|53BQ+HgW#~M8wuOLr5q+FULDM+Udg#9!=Arxhg z>jfQbaTsR5JRUi3w#vrCnB|>PYY{kl2^%-5O05AtanI~ydB0v6YS+>kx#xemng99e zPZS%mK3+`9fB{o9P-gHK+)AtTKnRLrdN6lB71uow$U9EZ(#`5gZZnwklvz@=J>GGZ z8*$6b^SESdn`*YYRqwO$scmy>{nmGNP-dMbF-IMxMhMhpn7pQZ)uhEh_{ zLUB1&-6GA;k&1IjzQ>{fLeE)o`68L=+~E6hVOb~ySP127q*gh z+3Qc7y&cTVGPw%X=B#zZ#b(&$_XD$rQQ98c)|ef~>>$>{4Lt z+5S}lJ-PJx&+i&ye+Y0~S}t=f@h2#?z)voJ+==fu*pQpMLAx|}iW*G=q9qBvw$X1e ziI9FwF6y20NJ_6o?_2v^j!@0stk*Q9q|Wc|!a_oTNFJg0q%o00AG>*Eb~>W3ynMHq z?Um;86svfy(phWekpQ~#EiW*chQ*vnHu6U+DtL)sCg(oUw|%3 z`+3A8+2R@?cF?~eIP zPFCIwv(Be^cNa|!KeK%;*HCQhn%CAJgY;>!vF-l-3i9{O6QwRi-rB{fDQN9%xgHll zhI2Ol)4_0Zy8Ijg*3sGvaU#4KY!T!CP%kzW!B{(QM>t2Y3G3C5dSuJ6e{{AGQU@Qd z*qpW&0T-Z;Y5D5tE9d;k7U{yPD&eR|Cq^Ev))cfp$ItXd>* zLx`88HRQ^pZx7m;U)^&3!a*Vrxx49hcuJ_ceU8cnL){PmDs!1IXL{g?<6Y7CXDPu7 z7Xl^ClDAvo4yxiwv!TCJhJ`lERpSK)MfG~%*~h!o6d=iQTFY6{VZ!Pr2%m5E!W|EU z?BH)DA$hhB*l$_AtD8G$ztQ1V9;h@py47J7d}Rnv89=YHB$GBr0hi!{1@F#8`Qo!g zsEup+$ihT?!ml)#Njkd`jiSOjWR5W-Kp2jY=$E+5y=^Oj7c*%s=q7WLnZ!0%H)Rq7 z`@HwTxryCmW&F$by_CeoBeQ-aM~R-_I=1%5I$|uohRgi9U!7hSRC08UQ_-xkm$JC9 z#WMHPH-I^DPU?;?%0MMt zqLDLwNLk#s_%yluuIb8_Ks&Xk&97d{jFF-_#ihR$V~aA^?me7p?2b&75XY15xWrih zKiZ5CU|m^WD=7sh;V9$(#_4zd(VHr#Sv|4%pTPfr4QI8Mg{fK`xYZyZRpWT)7taFg z%T`_1z7M1nwumcE#1D?4P~|nY8yI0S28>go~8e|+%&|xi001c->8sy z&>8I-BZ&Xheahs;(}h>lqLyWQft(4?z6y#Fe?`V{whp=ZpRG*mR*6V_a7Fc3T%79^ z>M3C}kEa`chMKESjHu~?PYy)o%g=9-mT*O}+%>D|G4RpPd zQJ7E|{*ysRFG87gvuDLt^jzupsa5Bq9=svvW{V~dr06_A#7Ul9vJ$i2s9w02QLh6j z5mXC!l*~s38cBVnas!n68rfRTevrp_N@FEEoE3$XDd=BlZw?!7d{LsQ_|_1AM9h^1 zXlTW@ehFq$+qQco4BLbT(F>JN=UB$nZFN~6rnr=!HJ-|~fEu#@K{L*uHkL8AQyx=1 zxN$iOaZ~_#>elyGl{EynZQ*LrxsmQ`H1}=79_?IjS*_wjg7jH3{ZSe+Mn#|*pYAnZ z^&xp8z)2ZXDSy9xW|u>kUi!OP4+njLgFt5b3QRE!v89&vN>P;Mlik>KH=Qs)ZN2+# zD4pLb>Cu|Oik?={W;Rf#>LM7(1>HUcvpVkE(iU{oiBhq-hB{;&FxfSq^y~74{h4uR z+AtG)*5(oIs^UYc?d7dH zAd4Rauyuw*TIZoTyLgCiInc5U6uPUJ2C(bkYk^vE}K*Dng|ZKnoN;8k zgdZTKm93wRL^=)9llsmvX^6AA)-XLDLr53|;gQ@#0X_PwK|XN*}74bk1yG zj`^q&sG-K;sWUOx>7kWJCFe%04$(xVki!jSdjjHAftRVD6~uR}_)J0w`EzC;j5`C} z>IjF8F!%lVVx>Eau7QEXqox~Z_)5g$`q-_{E~p}x-hcYS@?voIE0O!99l_kbx6-S* zB%g}k{=;{9*<8m-En7#*E{%Yq#}1vtbf)jw<3jALax%>Yl@{yK=P8Tn2UP#^?p`j! zWug5h$QXk+N@-i?zLTfFdMY`*b5y=ad$(9&hao+rWh|b{#Y8TA-_Q_`lrl!eN?yyr z4y{Wso3*S$gkSs2+soe}&yi>kQ8QJQ^YEzT9&Hoh8FRux<6>Mlstx<}(jJqgXqVom zrX#evdEIumXw{kFo<&-g6R-|(Oqyd0JaNgflh_YbM&qjJdVu+P^3Sf#vlOWo&j?_h zS#%*$aU)J?hsgSZ6WFRYsFTL2lvtSQRcqAWL1r+r{GpcrC{>dqAg(>x-DUro~iHup}_7hMfI`%b+B9G7>rN zr|V#o5hK_cNHVPHYFP>&gW$JpUR_ON>EM3wvL3R~8{dWYs>#6%DhhAvVNW!xHN<SmmuM>Uuv24prDeS{|Dagz(dg%u4jeJO+a19u7wC{+=Kt^osn%!n*Xcw=3(udUWcH@__?>9+Aav! zT%j3Gx6ifV?>u6vOiI7^MY#o$wLVX?`x_T`ApMOExG$egqj>b6?!&A? zoCQqmCH{2IMiWI(?gKlfkN7Ll)&Re_eB~?(td@?IBz{uVunRH@y6~NjO6@?kTUS0* z$|~%ZGC5tfU^yLyJeQTBQ2hG5wwdE@fXj6?;{_8j?DMq1bL+D zz?d0&%;7Sk;d$EV&Bkcn6Pv^Ou>yIu5}DS8SCcDu{BIA}%V%YzSllS*Co{U)4Z5dl zi1PR{sbw83QuqvkwO1_m7h&J^)aeQI3OBeIYg_wmMku!4%oFiit@q32P9<#qr2ieG zRaxADNYEZ$@D3jD5EvE!@n{oB3JCLQ7d0uliHP(Yz+v8F47v-WWF>y>Mx3?t z?>D0O9bU=sdk`|st{E$(JEC>D+OvJmQuxMLX`JFLB$Q&NFNAka%w8(Cyy4B=N+h`} z(jhSePQCKU4#yU_|8RS$jr@R(kR+#Ge|T&lUa4ZE_RLXb#3^cfMufuMQN5--j(Rk` z7~xXW96bC-x{x1=|IQ?0El{FFN%e!N{iURuNn}ilP&aL}ro8&a!jsSY?Z7=C2Q$BH zanYfVu`j_C7HJ1DL3R4zwhy=@ffFs zDzdo=p|yVMQ}FHGrm~~LXPidv$x4b-vByJ1^*#bekQ)f6u>f%^;4mHb>aQR~RY%j- zFP~qE5Sw7>3wN?Y(3=}TczwmE9_lYb-A5_^6kaDNhcglnfiOBkK>?brs)* zeIOB0EK#(nPd{)2?sfw9?zsy8HF^MQSrJ%0>QO|XDm*FEil@``g}S*j3kuj(UbHf)=}w10TL_Q0`H z%_KYGd!>5x=x6T=rG45P*a<|~Ad*s+i+vd|4;P38)8rJu!gGD zG#kHJlVGyHY*VqBs;8{v@V*2xN|RecrYb35iE z2s5YRt4mw;N`q`KJU-RYKe@oi$7`1hw*fZdiZ~&&Y^rbZkKj`5S!Zb}YJK3VkYz}4 z^9Dwqmc^=)m-^;f)8BN~=etLJ&a(2Vfh_Kkh6YUl&j8H@3PcSa{X_3OkR7f^y^1L? zf_BY3?&olSW(g??9P-2d6sXrAPJOgyIKq+S1mubTb49v^U?VRpCeE`LElab!CTZ z+W6cf2NQQc_5@B2FP7gS4m~Hl0iz|QG1B~y$ zfJyz!om2EYof%cAWD2ouuK8HIFg;<$oR-i-o|?8?eZ2DWjv0^S%8DADFvi=pMFaYC zPe?dwB(ng1;g%lIcScMvj80L`dt zX?h?&|FyaRdxKk{`Q3t<)eJrV&X(KS-&RrRc2Nf)u8($cDaKe|`A+Ke*X^+@aRdtP zQYa{#6oX`CJei8n)c&~wtmA$k+h`XYgHErAZkNC@$ov_s6rFsc7Uk9Lif`K-ync}_ z5UDpeF{^adckfM0^Ir^o4qNNj@|zwi$Ggi%=&M6Tw?3jjbtb!C746nK>BV+565IDd zBxesRlYN3`Q>iE0a^h<5gDt&O&zM+~)7h5JRYTi`6@pKFvQI_cj3WC@yba&%%&1k! zA!G~QO;Y(TnB(KiRY$CHBzpn=L|YlWV2baVz%9qiA`n{JLhrymuAkc~9q%*h6s>}| z_o0%imrHP3tJQhdN~~qcwAh!7mC5Qna^*?uY>))s;fxEN3$H*`k4yZrG)Y~__+|!m z%ckd&&6BN_gOqpulC|=xZ+gLXD)YT&6G;b(laGMe4>?J%EmEOETPhw;GE{1_U~FGf zTN%@ViK?QB)e`q`I;Nu{ppU!WH%l378Af)3P0g?%1@nD$&fzOW)O zt5Gh-zZVqf{Vp+zuzlBLx0Ytfk6ig-_NQ)5NUR1`HtO zK(tY|{{`Nh=YDRW!f4BQXAUC+8rcR0j=SARP8zak^URE>(lna>+2Nb9YroTs{Canc zpQUtJL6Ejm^pmbeEx4NMVz0N5*s5AlHC=%4B$A@*TRGP|-)6_#RX?!{ks{M>8M>6a z9GC2?>vRcE2@Z-NN^aE}BWT7DqjJ05O9LNJIcT1b)_N)n+eSc-@$WPTw1YF`aB|dg zFZnHb%8wzpR1F-4djIzb%0`lt_rdK_p^zRfzkKEq9x{>JVf8!0;79AN)?)oz9up20 zAoN&%=CvG~e(4$UIVzRvkY29JDu8KkagauJzF?bsA7h93`-1im^meSm0Xa4UE}x_O zbrw%rQJGIkz+m>$$UErXV>{~a^)>-v*mzfU;n6VbwlXpNWgg-^(4kV`9&j+?hDjV& z3aOTPTd$B5Gy#*Dh;HftG8b>f`|l>leumI#)>~ql9pfE|YE!#9&!Wna*(9;nTCzn| z?H1m0&&@;rLedt3795N7Y%Z{zTXw4no`kH&q$_dIkI!Bg3gJ=p28Hl|fVh1pa={ND z^L8Lbw%KQm0uya(XzDj1_2u3T)Zo$J;+r9^qz(L-*%VU21qMW_k~y>HhdGTolH)PdEB=K;YTimr6#>Mf)JFMTxaYHyg^w(c9`us_2~J zPdqQ$DyMCJ^x?llyNEK|z9h8aRb5oJ$gAG=|Ur7$MLP)f3m zWoF1QBRp|Rsmb{Eq>o$ix*APFyZ-TLu9ew2ZJuQD^FCC(K$FI6MUHH;#`n5R@hW|S; zBwyxLcJK@$uv<17G9HFbzU9;0qdb(XBQyCyM$B(x$^J1Vp{yqa`Zw>h4Jxnqsq2V( z+4stOdDXtYOHe?Q*4Uua(f`b`+3lZ86&01wDWB?hZpdJh(r6X@9%bs)0v>LACekOm zyV{n|Oyf^TmDRC+S2JK#8EW3Gp^2>KoX>yB%g7axhWFd=DJb~v^zUS9cZw-Wre1R_ z5YUb8bo;|`?~;EYurJruY|guVZrr%Eu5Lg3$jlx=Y|ekQb}J783MNK=7IO~4ub(4C zfA;$)H=u5HU*N^~@cuLFbpD^rXklQ$Dg2*#c4*@|av!&C*{_UVYgOs3`rny8L7xGh zPY7U=Hm>Cd*zq8*;1BEH3i7`J3&AH}nGPN2wtOjS#hMP}vujRvJy$>8IX84U{L$GX zq`|2s#~075$-(Nw;6RZ&aF=C1ex`Qqh%7p}K`<3nLm5)$IRUE#LnrD%J)@26SH8RCEL^k(Eg+mFhQ5 z_1BzFi`)4ow)n4o)&Knqp-CK{X`EPoiOd6n2m1X0jQ;A*D6p0)SYWl`yw=2fG0a;r zff$9p@o~ORG9Uel6*zU>yr>3H3x~6bW5}40CRCsh$eN%$ER!JNr%4wZTlmk<_$zwS13f) z;67e%>&>evD1J`2p^jr9H3RhbhJtEMEs}=}?O6;?R~mJR8HO|&s8*K`14Qo9>-ML% zDmeA@QQFImFzc2(pP3JCexM1+gOz!~!{#_MKQ&?s6JG%O(ur0Ru*mOTPfz7Zx*xz> z@p8}V(LbKvdCNN$+fc@Oh06Bg2*2SMH+gz5yn~R<* zF+h5jvVhvfria*}7}|Sx9`_J|+LeJdoO59GOqsCDlDfGNVfiTt93lK!Wjw0my|(;B zUeod(*ZTBtUtHaW&d@AAwNp;@>(?;9F9Jce5IGl8Z|6ekx9wk=)KG99HE#rPKdR3f zksi^=jyE1>1-W&tF9Y}fyW%UsNzDLU1&(R))kvCjoM)iAa6nq4&CnB9favRE5M#-t zCD3o4-M`ZpyO71ii#E>4t=-6pbCF)R`TnHqHpOZ&EB98C*7Px%`I0Mp; zHtHow&r6V$cX@Z^i+aX60@qQ6K8zG1Hkk@AlH_2;SW8*tgnaR=BK^`gK-OsnZ*=O z7eVjP=AtgEGh(2S!=P{l!pBV|1a?QhNGK%bte0BtrWzQVbZvcm$KheBW=D_+Os?u` z(A~!h9VL6|r*&pHs(Z=dS3IuY|91X-hb@d_I*jNYex!3-H+krxW}Uz3x_}@MsuQGB z;|-`M?hJrq+kW6_z7f{7-pFOCKYNNkqMrm=&=`CW*%RJ7o2-kpuS)a@f&vB|caE$KyvrlBa~u14IvGfoym|`Iou|HaKYHF8zMH)|+JoD$ z=n>>iSvDG+BlIMj|8|=y_9wR0B&$90sNO4qTKcX4h9&zau9*j)wxJGBm~vctB*lAx z9;u>>Sg(Z4-(YQG2+XHq6@F={p8TxGjAo*@E^hwa=2Nde?QjyYt6)QEA)ju>3O1EO zX$Wv_MEPm(z^@ON?4FJwS@)dJW@}RpY>;4bg`Z7Yx7`@;xNjq^H9FN%U#Ga7(B!(8 zH~#zEq8IM@7owrkeKsC8?!KMV&bb zf9gD~*WKPqi+pSL>sG_f&xv8U-_eICgkoLCg_-Si4;PN-N=&hb<&V@>CkbjvxkB{e z?c1S>_4})b@$(-pWOHOEDQSeVfljv{yYbJzYQg z`Evrb*N=`B{YL-kE#ffo0y@+WazDZGcLKwU;)FN+R_= zJG1n-v?Zfwv%o$Yd#!(Kup3j?KK-&_}LHa~LM0blO9u@9q?%bLpycyIB5BfFMz#JjgU&eBc{4^8nBerI5$xhgn{dfGX zD*gR$=6cgeUAy0Xz*YPH-`zHVXZz0}UNx}j-u7q1B=CRfuFd;n5pY{+>T|V!)bw`A zA-Zo~)quZ;<{=r+=og$#8hI;|7igY-Pto@lPX{puu=skF>0Do8AT+;It!c}<^g}>> zvC;j)kW##N(t>0_122t1O+;v7o9t!y6uXF8q|L41TbBj7w1b1fpFR~>y8T6FbjZoG z=RGlDedvzcP`=MpQ0Odz_SSUtf%p{~)~WzkHw9!KxK|%h@_|W36(~fCFL2FV;Jpn1zYndc3`m8H|Ji<92=CAYPB&DL=a~A;WBa4c85U zwPrk?u|%%)(7#wmv#w9@N0yrGGOvh*u^wmg>~BiTE;_|^Bu&k@Z&!N`siwZ>yw*2zJMHK_=jQEe-)N1b=TipNV~`CyQ}!F|mMv+Y zn0xJlzZxIerKw0Lj2bMo`ST;nr&?@GRa&0pm)QW0z===g{K@b?U-y2m^=aRx|FSdH zHk&_w8UVmQ>i4a2_g(G1e46#n2b&HwIEQ)en!XR4>p5PvDYn%Q{Wc!l&^-HB;>sG~ zENaEn19v~AuEk}d*#KIj#?AdQzbV7wKH!AqG~5Ri;`x3F|J7oN43tUOm3_D5d5OFt zp6#UD9iXsV%un99JJbh%qz9(-h`2A?A3|OGJP32^S$TVN^y+p53!VinBpwyBn5t7A`MeqgNjE)vJr zAdkKy1>Q1W&vX^euax5cvBcc|PXg&&;csS*?!51>mg5^zqX1WmsTE7ehfI(rg=xQ-FTX1kie<(>DcwZ z6(3euVc6+}{) z{;XN7;#8i!2G4F!13XTS@#CZa6oY4(?ee%U&IfQ1i zzhT#vaRDHrB+E*Pxv5gPWod|$anEYWHHyyn6*@HW9#PjIzk17*ZDIAo@kc$ zn1?JrNe#H!m5|U!grD@_cXg1+d35V5+;MNcUG_<=KmzEJGrEgA{a#~rfIBBwQZ1c5 zFgk$Jvj-6@VNQQN1;4bTJR4(wp>X-#E+DP_y8L@#xQ023^8@@99aR2sYPtoMpnXQ| z_@5egT&jzGmFKN}^d6LWUy%i#+-wh{Z*P8l-%^N?nS5ycIz8}E&Ml;$AID*{(W)1p1- zxU;N_DZ;CQRXGisq@dvwZaiLFVXPpJKn=P%q0%(yX+71rE3hun(IKaCoA}-|tb>EJ z(RseZ70{QD=0oQF2gh$aK{ua5;)ZQsKRp>YAq3=a|GSmZyV|oV7H;p(9G*0(0Z4;6 zz{hKApL+uaz&AGMaDF-V|I7WS1AeuK>+RJ{Wdr(m1^dg{4B};rbc%0}fg{IGOD8># zbtldQi~z(waOWJZ2NW2)sQ%g}tCek)U@@(I=VrmCiLXk*A1K?hXVREt^_VezJ1<8? zy8s3fYQG*Hm~v!*c+dId)wdzZrzQE&i$$>)3k%Ib-k*oUmoDv31eHz&WzP-X z28f@i4zIa@s;h>CgRrYd<5sG^kLla?nZTu2Ujj@2zS)Q{{S!BUxiyp@xU;3X5Yc1n ztQNu2+Bx`n2lF&%mM${;>B>0elb%PMh4Qi0(db+Hm4ZA>A z&1(vaPDch6hZ&HHtB4>VpinFRD_nhee(4(DLB@wD>NJSWo%^vy;~tPbk)QTS`GK8= zW8}sbut?#4d+xXTxRYjP_3F9duXsH(zn7V6>PyZ(3*+%~b?y(bPPN}A&>Eqe*gqqg zMC!7X?76BuT10HGo>q}YbkhTRr}mhmraH0bQ)k$42j4|g1g1$}RcrP)mhtlDSMA>? zT?j*g;GE5`_I_o@(ntKwI+T)iN@kqh`#RpxeVF`0a^;Vk?9e?k;LWr~YW~QQlXze* z*g}|n!LWSX35gt!mD3CFnmXjTXJ;+w<;(kO-)rVpF<>>YFAXieh6Ao%zt00RAFnq8 z8tc{l^h0V_LQdow&oh@^J1zYt&Q7N-OL`^WKj_y!9MRs8)rR)j#9-TNtjCAOgWM_` z)olo8%YO5ZA(rAUlzj&>y*E09BY^eM#q=3xnP5~x{gr%*=UZwUS3cHi=|O*JW+s+bNKW4+3B z<2oSt0sPUO5PITSe{*ekaJ)s@9rSD1)K&GpPD*OLm4ls}YmxT6_vDjT(exv4eM@@V z6|Oz4cxrXf8t@vx=8D?~d4pa1`e*yy(h6Lz$z6@O z7g{eRAGV6s35x{1@u9yy-F<*pOhWOP#1HS(%G`Tdfc#~!A-Ho#`_LCex{mkSP( z=Zj%c>ig6fAQ9KPxlatV3?v^*Y3;hQY2JAhog&je?zTg}viKo?Zat3kt*cbwsLU^hMtY-fBumU9Q z-Ckx@E8Hg<^-sBGJylgQElU;5t(5sw_sf*NgPSEsXI!3=_2kyn1RRB4zMQo4QEKV- zV#@^0zf>+;n2HEU@3~*JtO~Bg-`19O6;`Z!U!|N3jP0sBH?-`0M~A#fOxXfh`5&t; zVXnf?l-XCCSCHTC^Y#rid}9pNH9e733aJbT-mU(qe2hP?i1NEC; zY0h3DmSqP1fBr5agEP-zcQ%&m2>oHHj@f6;&Cuc&rDBdpPaoN}xOMAYVbL+$cZJWc z6y1n_(0(ZH)w4s9HzM!8pX5%tQUFV5h6SlC3pZcP?=*Cs^>)da3v_hIMRs1xG8PG0 zGS2%#Zz+FSKCwI;D#dZxTVnFA>0P*$9$$pDb^5uCW*Z)S^I)w~6`vI00<3#DjCH8M z#YNl{eomWm_1;`>#hQr46s%i;b;f#XAmsK!fy5Ge^w>8=n0+WZq!`0(k$h1}ODUh+ zZ7^ptU0+d*K54bgkB=L}gg&Fu=sPARSfaTpA0<%JcKKe} zW8ZOK)XqSARr<@N-2gkQk79qJt3S_*v}*b`f0;{TPgOa?vMiQ3Qr=2gaKBLFuf7{} zRb{*h$}p4l4-w;cd{Xw9(HL2MTR)np*U!X_s+HA8wpUeWuI34cm``osE1oZfD)}(3 z8!`>3fBUPXJ+yBz4_)dX?HAL=?`2Xg$V>87prR&VeV!_??k8%m^j#}v&t&H*C8ns~ z3P)cnktm&CMb{H=gMXvn zo8?8h71S-v`;&IO?Hap`@+Ex&KSDQ48Y~H`Gk&RTkWsY?De^l{hk)BxX<R>bFoX&8E#-K!buf}@mgQR{^CQ6jXDh7GGR5oRvcTS9=yVkd`WYg zk7Z0#;9p)!CtEGRF>Bp{iaxkn^MzUnvT*q@Vwv0mw&7yLov&CbdvwgQqnp+Y&e!r8 zJtwZ9KpMo=b3;hxSef0bFy%&UCygqGU7Gotq*O{jn?Kt0S@wGD&vJAWAEvOwYG(H!UsC9=Ief-lf`5vEf2q3aEw5H?)b+bUW55ax&;>O8Ah6=ye|G zS1aRb0|nJYM2by;3y$Ch%iq6OG)L8hx|f`g?8XUwnTCg=UJTAB4xVhNo=rFM5I z?$L!_*DL+*P1LryAiB5HSyG>;RVw}ZIBoy)jI}0okmd8-^cjjr(p?XweAaS0COZ1^ zl`B8J**>>b#&*`Hpi-SFF@1_D&tr;L3~t@B{d-`?*%|(Z16fckO)xy&DCpR5eR*Gqb6QGUB;i`RS4hup)peg2HSVuM11 z=TqpUs_!N|rQqdQD08_XHrXEszxBsYrlFSh2oEbZKTY>~{f<1-c=Rob zw03d>mr>vRVL4A1ZpstR5w6xhEWz!zfz<$WEqJ++Ie zUcOVu6v3?A)WrFAR~wuRDwE9@?oy7b*?7rNeP-yEMHPYUly+_GD$2Vs#ITD0fA9y*>2?_aPNfopQe1FZ>#Mpm(2$j-`Fc?_;kLhXW9P6@C z(VPZvMYS*Gc5k7NJd<5C+dr>6I*#V^`v@3oabUuyuM0z0R-Z;0 zb~wACcP~)t1AdxWTBi9twf8)VG{KM_LA8%r2%4BH<>JfZIWud@vQ(gNdm%-vd>pqW$<6dG zJ?udf<{>E+R?`d6*CIVc1O7cn7CQ|m82Z!iCyS%xVfloe&(O{@M5c{Ul>bRe0TJ(gf>zA;#%{{OG)T zwB=AezNpHVbq{p)e(1U(cO-DQb40JQewX;8M=xhJAENg};47*aS$9c=5~l}!9LsSx z2nIOa+&}rDTK(@BcSrCOlx3fz5~I7>*2HT>qpCKVHL|;vC_U} zJ1R6i+3|)sb@2EqY7T14`gBXS?_PUn;CLEX*1xI!>Vg!r8zxlcF-1NSs>uX@O7XK_T}`s4qRCmQ8(~pK0sk1Aof%cJPm*Ck?$hD!UhwYN*n<{-zd)Iz~^%O0+ZajR!S``z&P(xQ z36^VqjL*5-HncTXZADf>a)S>@uyXdklnPD!6#i+KU?}a{*Dl4!zDCgI;3{6c<&5Ek}C<8u}hLuTZ=NtGx|t@RnVE-Dyy~ zayFWc$hnnb>KHQk!6e)KO=hNhbd4QW{Jr2L&Y^kMY6a8EikRsinB6LrH}*DqKBf4S?0FQFRIfNe!ZFd^X&iU*4X~@ zzC}u7A0Cu$egObORo7O9ABW2!MW!t5?Im^fQPlAK*_;lY<;AE!jllVP(ax+zyGkt;Dztan@Srd$b57)#$K%7Unf=dowo~TJkIO)}YSxTyx?}pigOxdam1yR!hhtueYqM59m(4W_S zH(Ojl>V=n}8*J8b)sB#eg`cb2_Jkp$j@;p9+2=2epW+}i#A?0ivUnk^`Koe%Fsua)*+Ak4Rg7)5c%hV4ilngo}d2mj|sb7IpX%h zA?!VmmgaE9V&!+@^5`J5g|g~#%&tZgRjuMiTF_l8E0>$$1QvYcQ0Kiyy~Vtkz#%C;u(W^WtVCMx|c7wd2u-?-&% z`lVcSQu%QIrapXLmM-R~!SKW85&p6j7$d5Gk5SQsjk*> z<#M>(&xGS;mvJRzAF52}-j(au+c%a-%68b&X5;z-rrwh$A6P3{;M_r0yd?%5YQKjH z$~(@A65+&*ezirJ?D+AG$J1((C?LXN&wJfr#r|l2(mI?ek9}UwDTdARJtT}^gB78A zl5@VAvjhm%%m_G-Dt#?&lI9)3$Gcm#;RNn8++^x~)#)49zQdBjs*8Ev>tDWyGCb&c zF$=)we)N{Lem^m2hYR^BFGcmne#K?T?H5+DNt|7|lqYcL5eB0FDFE6%G)v(^C(clcP3PpQ(%&+68Pl-^dIX|n13t`J zlbsweSY@!7CIi2&c`@Dh;x$4e0T@jmOba20@HQ2$eSocoT5G9-$DXV)teM2FuG)sC1H|eBQn-}6rlzl6>NFLS8pm;->nH4sU)=hdk>Hr5!_6 zu3(qOvdC|}=l?2dE1DpEiqli2p-MFjrS zG&O0|y_Mf9Q`W*aNfsRex&4%Lv@YItoG%Io+)=G;ZsyDXvy?Sa#&(rw4=2 zKJ7PdDR15!`q;8|ALw&+_4KNkIbMq|_)6L%_HiW}NNoV@4HqX^)=8tUk3 zXa$q(4|g0lc9BpjCT^7UnPDf%J{@q3r`ibatdf=>-v0ssnMqcy3Ke#S1XC++)e#Zj zhQ#_T*o3!nD0$ttViS_~sPO;pd#mj2KDBKtpBln7MzN|c{ue5{Ao%Y9&9C)+vsm=u zp;&Fu7DQJ++Oq(2&IV;9s<89)uhgW}edBC)wbPJu7O12bD7|IFa}MiJvQL3APXPty z4mA!5tg!UFI(Igvh`*%3pT1g@llwqikBU|$SSsc|%>y9OQ28Kl+6k+&u#znsQMM5D zVZ{kh;qgpuxD{W zwG2%>=NEdC8t0cMvA1u_#<;xm2<@!dZn~7X`e4d>Au;FRR9cMTCH6o99TB|EyzYw& z3@N;n7*%xYG2?;sZWTrt-w-Vp^5M9*CuV?KRHX3Ej`6m?o=>Xf`-hBHt5HZyA;R9> z-TmV=tL*eY6KFpb78W`xs$yQG>m#P3?!eyL$|v$Ywj98?AHjpAm~eNqHB%Oq4pyvRtPqYj5rz|*wHa%Q9(V4>OizA?6vcA?mJt%LOdc%}@DB zN9kIpFhD!bJRhNZY=Q9B(>)@Hii>KPj+`0!ggww8w5m@_Yj zfOj`;?wFP}=zY~!dPTnZ@g9GAgWmc+V1A@6GgUg{J-CF|>J@917r^Sx!x_$ZkqAtl z3gQPun`=T;ir_0S40llFppGdqG_HC8!P^Ml;~AHJ9hX); ziy{>Xr>4xdSNR3+xayJ8?5u2Vdu*XyF4vU)#bi>K+TJ1mOC{!tlu9ty5VlyY?G zr@L51XM%5b{XuV8+W13`=4aepw6e|NvlcyA86Q7uLx7%p2zvkHEVwtr4b zx;5a28M;jJlu*=WTyu*9YhXNPr>8H;%MYFayjpxQ3$RnSRorWKE)|E$b;Do{HN+Oy zs`(9-jh7^aVwW3z0~2`eTlfzq^s@%7#`!oy(}B*-+Qiq(#T(7u4IS&<|j*NlNx8ySv%Z zo`1!F4h{s^bet{Mdh74v>}(5e4&c3t_T%B4%ho9qb8&e`BQa%A_P1+SrC5Ar2VEdx_bjweEl|fFh)EKlnE<1s zI=nV_D}0(}gcP5bf3rf04blCB3p54L(lhX5QoU!+O;TY}Rt4vc0c;4~{|W6$1Gw+V z+H+es9uVRr+%p4?um#T0x!e1lXMo7A$+8K}|0Ux=HXByQcxnpVM}+x-A9a(3%y$C# zYN#Cx04DUpctGYHX)hnMvZ7zSa7Q{=Roz}5g@LO!>$xhX&VhyFtjH_jqGeFp&JWko z%)FPKEf&}&U&)yNwq7RmcK|iJ0344wwo1RX{6NhJ@VgdxQtJK}@X73B%uiXnv^a zpF>MI4VA?RtfyCJAnIHcJSfTI+-Z_Oew&l!Su)Iku>S z_l$35PvtBcS3q<`-Sg3-%AmG?T$fG_uEobCG2qph`=070p|rtPy0!l4)2FHHGyd@F zm+{-D9S3rU__ItMcP-b@YiH6s2$e-THGM>4LzPx>s1B)_{?j~|HbB2lF&e?JzqeD4 z)(6g?2|Htn`e!|qy@Kct8 z+kspPZl8S-OqyogtM4IKaZ}tF>B6+QlfcC{Ozhemsn>h9L{ON~%Se*G4<0^$6x>Ip z?{@Vm5?&}_2S8!H>y=}JQVh4rx6Ph9jytZN9VY^>zljw2{=TyLi~U#^)1j;ER9i## zYXQ;3xVTy$Lz&Nv>fpgwZ*p@5Fv%87qq5ZkW@3*h)20-OCS9%ntKh+n+^ufQhdM&`PL2 zioW+;Et4$-uPF&&`8^zbS)asY$ZW-%qWPRvsrXe`TZy4nm1%yR9T?{DDn?~wTO75C zleKAe2FljZS>gY3s-RN(b;*U%zYh>O>b4WvY8k7Y|5i1HNv?ct!|# z5ffvVD(JpPiD}~iO_>qc?W9o?s5RfzyJX-YowoGJ<7RujPO+9~tav!tz?zqLmkIy) z@wjNAiRjxWr%l(j;G7x0KfWjy6oa1uajd8in>9mqf2{Y6AJ77gDjV{FJUl%1#mEGn z)`=RL)<>TQUwg}gdHO}xOznNC@3F0M)B&m96E4*3)lyrZ7^flxwkKhW!E9Hp>z zF~X^shig>@Q3h|#TH~PoC>CF}RF4OJ7&z!0Ctg7L>v93vZ#{a%YMuTi7hFmIC4Xm8 zc}2~Z++sF7J2O4~y}`1mEy1^UYD4FaXeN0LbD4VP3oVGD?!XRV?KM;8 z$GeLJ79s2!?pctIgnfQmB&{!#O0Q3{K&By)K6P0XsTudJidGZ5fvQ~iCYt{MiIP0V zu$OUKQ*e;&Z}{f%Cj8yz(#ELA4@Wl}wL(Vs*feQgyFH1dzrl{GyzqQuE}^ z!A*#ua6cy$(~4aEp6N z?&j~;wss|(H6|XcW({v!k3C+nSz8M+&rwrQ;Q2Tb{=)MZ>(P6g`R_80zuQXu;ZusM zp(7dJG!Fe`ty%8i=_i#U$f$tY8uxIMJ`qJl#UGDKLzD5puQ3RjgNlUv>r>9MnG7BR zJ8R^F`RhlS>p9OrTZ!S1UJFmnsDTXh7ShH1Jk``axXbqGg*oF#uTjD6V&LuZnbJy* zwW)U}_D_YUYRx}&iwyvK(X1-XllxBsS_A(Rt=4}rUzL{MzlQ^v{r?mjj=uqDkL*x+ z3+@N-balr(O#tiIvD5$|m8xs#sI#vhZcAxO0JA6n;+CvQ1Q@?=o-fOrqZ)~5+zSv# zJ~485CM)#Fw*~a32tg&w4KLN?@Z2sDvTH)PWXbIg8qEv6kZEl|<{lgEOAm0ApY&d3nBsRC101 z3uUG0Ya;XkKjE1*xC&cU47y_5mp=BSH>5KMlE*QqJ^<4O)WZy`!(*!tLWK!mrp}K` znTC|U(@5ta6^NCQ;` zI>{v1JnJ)&ge5^Y_=&j^uN1#yO91IBM#6|!5iG%BmXlNcO5f(&3E*ci zj#9enE6c%eFw1ukM#1tHqmnFK^&+9Zb=6M>GizoXgcqaz94y1^MpK38uoL=@GtYjK zg)^-WKkmvuUeo6o?Q33TKk$(}`)#|7^Z-RUXGt>{?eFh5V|E36jKJ7-s?Mv?>dZ&) zZ&#Ny6=)`sfbe_ZF%Vwl75^h4A>mn&sqTcIBVtAVe2JIvjK50aozXz5Yquf{NbnLw zJ-L_CMi)9!*Q=Z;oaN0+v%MvoshBYQH1xeAMKRK(P8CboGPfC{w*IM1Zmd#>)`v1& z{n08R?Nte@7!9)j-I0ls($W#C-+_j=F|g3P!!rG{6>J9ePk?pLfmqPoMQKvylx{s)%mGCisPB`T>+3MDw(H1~COEYJ zj@goHC5AhrcRj4ngxAJbj+Vnk`y%N$Qqj%GX~PW9i(txmP@mh{ zDqAT!Vx%LoRyRq^F6WN4^z@jLl4}Rta3)1acG^#4!u>L-YsR`%Lq!sBBawgKh!(T+ z&>DNuvfcFIly^urn>>6a^XCvJ+lO62<3GN07t}59pj*+Z!@I6`rF{?Ov~<88*ukF` zr>ek(q0jz$KLg%0_Sz;mp4B%t*yOUqKN#$McKOI7n(gsEKlR5zSW~jHS#&8Rr=qUd zO8t4ult_vjUU}rphb6Bua)- zub8`S&UwsxPF_L5hpPp(*=JdUWb1(MR#UYx!%y0Ks|PuMXRaBDhdE#Kgd$9gr zU__qBDJ9$H77pLZ@~iKwwdmVQd|yi@=h+{I63Mgu{+CHFfflbyV@~ly88F?bLctGy zQc+X82uM`cjpbY&XSTyhJFu{q%?UG^L^NQYS}=qa^b~gI6HqG6$$7q9^s)Ov)6!KV zC%UGiAbG~LC~P9q5L2H2l6Tc^qt-WP`&?{=X}mgg>2hW*YZb~17k12?wh@%WDp^ce zm>9865%R*nC}Fwfxw6=*7AhJPSjmcx7Y#PNzkPeBah`snAB@q$#(s4w{A9#_SvR;IOB572^GlTj{4IB6q*rMG?tHZtO{ZFE2cJ8wg+ zC1I=QOP$CQs6fv@^~NTw>)%7CDUUkSgk@T3tGT?*p$VW;B!7(~3F{j%Cz90caNjJ? zC11+vnLZ zliT(z-SlA$v<_siUsdLb7z$CuV3t8Cyr%1~UL9jf3!u)KO;3=+tkM&!?-%)JuA)cV z%;zW-byk$^g6h{rP3&b}mN1qaAUbx%hWTEY~iX4lY-IyT51IEOa!wqbfBRzy+%W3FQbnU=l3rX&qfr6Js0UD@0nwsTrA(Cv$&gv#pb;st*4 zqY6Y#)3|d4#vUK`X#sKm-1=TXou&j+fzBmet9{qdPzR9it=NFpCcOoKUiH{>mOLa! z8G111wzvCVLmSYb&YHm*c+FJl=Dx;%f4|MuHVYdx6e?XoXXmBIdy*=4 zOSr5i%uUKkM?KZ2o%Ki!x<1;lP2L2Q)G>ELVNi7aOM2Z9lX2uo5+<`g@ZChSC2R&w zJ-@Cg4~*v86SQim6hjQJNTnar39)c;VYKdDOElB(-=f#n#qr;Ut+s_S@lW@5RA+y- zZ4}qm#dysxTEZGzjwojfuNF@7d?lO&!qfA-Ro;fu^j7p$e*%KjK>sS zT|}Yr)_PoOp$p%wW6HjsPX>q*`&#Ggn3xzgV{h{*3x0cSbw5`>EFU%XNkf5F;zW6z z5kdNNg!0O!CS~)sx*xKzGG4EWyW%}2=YT6;<(t&t>81<-6sqy}8>#^p@Et?LgTM0M z8zZs}Am3*EkWi$&=OcbPG@^Vf07J3 z01%YvS>Opwk`ho!v_Q6CZPjw&dCGRF(aZE`hAl9B;o(6gm6_TLzXFIxpN*I$A&+rN zpf3VnEtHv;|CHTCn2xNLc@->%WBUFd^4{{Ts_l&$-l&LzSd@|`s7OkufPm6S*G5F8 zd($Z)0s<=14N9l+j0BIK0` zq!C6f`)y`(LknzFxxA6h&8_xdWMYJkho}agX8YUJF~W@5&*u2LHOqYu4U#j_b(k-l zoM}Drym*7Ec3h$0AaWA#EHxbcXq17TChd8^J?fsM#slkC<(khWgBsm2;gVtCmYN zX)~Jq&oi*x4Dqer8^d3i52s>zlxl-^%XH7Ao!k{iSE$Fj5s>&g{g9493wl)k>I-Nx zv`WfTjbU|skbyQR41}DTelA5`$fC6HIa;zz8%9$jsidT&LjK^iVw%k;l@jtK*I=v^ z+ooLqW<1|Wv4oOZ1?z`_?bkUd;z2crMA{_23(Af`PG3Qk3JgvW8K%|YZJz!0@-}Ue zD{B!2x}rc9jisM6zQ1PSlv`-}BKEVM%*%{&7UKoN>scz{b5cxh)w(8(ogC@JX=A=U zxZlQZn4yLZ)7UYC9`n2A5fy)kNQUGP;>eMZn7An0Q{4X4Q?*O%*@iFH2va*}6N=-} zs&fj%Vm%g{?xO{%dYI0GxiLo0YTUik=3MT2iT(CHcD zrK`in9UO&Y;sT9ixUcMUutYSTwVfoSi2F-!D~*%4oHEqBjtSB3 zYY&hs-2f_Rvir?D^P91up=8f?aQCjuijn=s1xV)(oE4;$kXz%Do%oU@Wp*Gdsx^?- zMIkOYEB+4q#mG3za0Dm)sJ@gK^>{8IH##P#F(f1;dGvCCkQQGTnl^a=EX>$K&%^Bc zR`@^yOrwW?PxmgaoMiFy#UigBVyUiX`L)WB?I$G}kENvx+@RrWZlc2_0lE`we`m!# z3^Sj4pMK8PX#VtfjM>L0GG%`ESypUVcY7N&sLyN(vWJE&+q>B|)>e$4t0$%AOO#?O zS`|G5=t|?zcYLK}ukObW8R@~OZ@-@AmQxX+{xeL#20=Cog^7>PD_e(K0nl$=%& zHiX6rp(Be0RdU%}uZ3*+rVGTj{Cwez{iy~dizo)(T5G3>F=mTvW>^cvmVqb;46AW1PW*yBmB-BTN8MsznBJK0L3undXuk$yRE@^Is4eY1!(MCErX(2>9z(hmH-Yc1&M%zY zvJy|w3(H`!f5x5=vz=77v*nqq$&VPu5;RCNtv(?vs8wg*M zE%UID79BO4b}De`HF|^)(odA9X?`G3tT{QcRW~d(SW2CWWHTL`;fJ_FLk~YwR(6S1DMD zB*<*V&10Javxu-{>xQ!=@b(VY$S66FlvUhXdi0N_R{{%YrzrW@D_=H+!0yy=E4B!BU73_z z6!$qxigmYW3UkBl9!f~O=~t8*;!SBzy=*)i5tKQbmW|tZEzx)~BDP@UlrEayB?_+T zNs%@F<=9HuebYX3WkHWv`k>Zh;8;D!UPR;f2+h?=jVAC*;#UkDwQ=A@rLYuvwd;lS z8(;(86xPpsV|MfFl#4MBC7N))=t+DaZeNKYqK%kD}17DMM!xhT5#9NTt$Csv~RO?si|L99>=`RR-? zZX-ShnL~0x25+|_#@L{3c9hIGqwPzlAvt{h(z%VGuF^T4pn1N{*fU$nSR<4iEqCZ^ z?<#w1`{Zxm9-$0`30uj&elEseTya$t+01Y5((UWrC=CzBmy0-k5G!fJ!aZ`B~dA?G%gzBPJdxlk8PHP4Z*^&4Ml&+*qxw`*iEysXRZq|1jz7V zi;&@rxs3M-S#JL)xDt3e!T1oK2{bWiSDO2Q!8#QP7_6x#Fh+F26EHVUyc%pR?bEMu zAG=H+{6a^Y&jNoGSB5~VKAV@?kS{rm8@O)O${R2FdbK>J8bbQ+#wcCsE001auNx~) zCl5HTQW7k7yw8bA6>EGV_(nNcBeuj-E0Wid6Fe?By~K5iexEMKmva??BLeg>YcgsX zDRFn9zNwD3eE)t%eMZBH2zi8!QM@}83r3aM%7r&dl^@b<--r2WmdK1%@Uh(9J&@Uq zNXc!LHeXh36U#$8n#YMaHq1Mg&h!KjL@)~~MWJyLZr`%e$;k;V!`U=RV^-#IzSxC; zn~u%)thSxa(`{{3%!7N=n*tLf^0P&zYaeqxYkmo4>@%&z|5h2&iHwXKS~~cw_Jv|t z(q4Nj6RX1ATajiLU1*g~kZZg>hszimh_1lQTQE5L3=QEnGe#fThj)%X(D^dh{QJ-D z(eRT;mE3)DotxFhKj-$`H_^RSBbW}vNX;Me{aE(!YtMdSL09j1#%Pijp5~DH26|48 zA%*LSeFtCQ7iU$hK6^Zd)5x~(WvoQ~vb*zTCPS_wGqW=NM7k(4g;) zOJ#Iay5N=}Yv?R8o!p_A8Zu+Wvh_f`gfLvrD{Vd_LY3LNHQJ@A{Y$9eEv)_c#!-5Q z$dQGySB1k5=RSP7!|)+4pgo>ziqw2InqSsQDc019^jQA&c`FgSFgoPYLx^EF1vf%p zRmzty*YDnK9wO)A<^9>e)v^r-8IBC$r{^u+RN7B6uTL#LNxy$fcwOn@Dh1bWdc0Tu zCC^$T8PB67j^a746vc>Nc1>@dsR=hTa>UCm<%ahud0ri8&gGjgVj;Hsk)GBZeBk6) z-?|ePZfQQSuxLohvQ%&jGt&r?+Cs@dCB)VyJIJP8`W?7VueKo0In#^xM1VTh3G z(y6}UgmIU&Y}1V44JyAVZohY}FNBq3GidD#MCLfLR zz|Q?*k3Al^l49$RZzQFp2tS5|;Kh*rK&F%@hghath<-Giex9pqU$x6N!dRorzHK9? zhf6%L&b)$3ySpXMi!oW~bT_|0`CrT(rk-%SPCrYGmhCwrG?4My-) zemhqO8?RE?K z^G!A{ed@iyV?N)>zP^8`NpQ{fX~tqO^7Nhi<=Bg>yDt5o&0G zljw5lfT3TpRJ^Q$uZ1-8Sm`_W`%--KGj3 zhNNr{-j0RO|5O-_{_x>7n7>d4n@jUOso7?)5h4>~SWQDt{wnYi8F@xk>d6&8Dv6^l z&60}qkECUs9&mF#x9YlyZVohC;RHud`cSs96Ph7|^!G$T6kV=E7sIY29d;FOlz>wS zjnR`?(Nz58uJ}HBJ29b!UU;mnqA_t{eFXQ$B^5r(Y%AfMv zSFqdizrBpnl&bde=0kp4CUS?-;o`4eXtT?zFh*nEoMoA|!&dcdwD~kJJinmD5AJnGJ#ajz28#J?n$=FX`FQ@n9}d&I@|!xLM$O~=g$vy6aNP5CYt>5Z z=Tcnc3(Y4HPClI~M{_@%bH_?kzAVbpR%43vbVhokrD9cbwVud_(>Voi#Mz>gdLQ%# zl)TZ3k{i3n;W~di(Wx~1a?S-5hbSXWUnzBoLks7Qyy^uOZhH|@%UL>>af3& zxjr?HjbXT1I{FLlMUR8mT{;}$>9sv@dJp@r8Vg~toM5B$^YcS_fLwR$_U-E+)cc1o ze|t8>oX?st18vO1?Iru3K+KTXrcOs|CE2EPlosLF>hHPiY(}S9+!u0KvR1w7l33#s z2e#|m`W2^J7M#QBNG0}mBPA5W)!Y(?S3hnk;@X8bD6yidpm_A@@&@{)&DAw;iTq|@ zWNgJzq#w%L?}s>kD!m);?xYszm2n-_8tg$X0^>1-UuX!I4k#J^j7(qZ#|d-Z=t9mt37RT}BE)`qPXX3q&-&w7bUN@(u&PP0o4C(AuxyLOgK2?Y*&zbCr zUB7|ubC~}{H1sxYxVdLRHt^%n>$w&#?oyqVLgJ6h5j{i}#-x=TmkaCJW;6ul_-(-E zW4i_jQ8PdL_w6fQ-bnHi66)wmn4K;$bHmK4e4xB^Nw2VD?z2MQ`4q1~dXYzFVK#}n zeWB5JbyL=Cuy4WwmNiEoR?8(&6sa>WN5lp5@oFRu?O|tsopw#_ZQjDpJ{iBj*|Am< zZS&IYTFD~*iE$IZ<(mo3Wlu}+887ZEJ6?@og>xrk&N7TXSxsV@cg$T$jmjAg)5Z@p zdib<&hji%8LZeWH+hhCgNn;l|IuDGajnn`p&`4X-mcz=r|4RsU#R%0Bfvhb%;u;M~ z*viG)b0W_++~DElBtu+jJ99P3)YrCQcHElq>ErGZQklJf3nZ~FzRwX;pC;S!sgm!o z71__8z#7bP=B_}1AZqGL=*F=eH$*G@0e zsT=8L1a-8G*P33+`Yk59-y9QjOzl!oP*4<9T2^!%yLNM57nV5s+|10$_za@7!->MS zlJ+>ICDJ|aqG8z(p~@<+jMGooKZ~WZ5mLpj7q=g=x)!iE80?)U|FPq#b$s;)uM+LN zEq!Gu-Jy=&oaWj8$rR*Z`TQTO=`U%(`=>?&x+(rOKU^p6_g__*KA3ceu(Q`oUFY)1 zFBRM`w!2nq0tpXRWaFgdXzKyf$G!TRNgG$|Aa=&eu0ekkzE{lC$-0x{#nGq$@0@F? zqk_T(0^DSxlcnRP_j&R?(-%4)w2UJwUf9NwtnEhQC>k*Bt;Mo@BdU_h3&qV|P2Ng0 zJ&xSza{`BR`*$k?5X(zk-1&(tgUdSkBfpyMnVrJeK}wya`>Klo3}>mOfWD=-w=x*= zn%^kzTMQXwa0Qs(rtvo#AR^<8M;D*`?2sQ~z3?IZcdc>?R$#VqSdA$+Y3mB}y|t-k z`I6dGF$*7_Xw6l;b`^@x&nY)ce9`UBr!`zyrz|3}nT;!wS7TBrS%mj|6q*5g86xvm z&UIt4)t*f>UmLX3biBpQ=;+WjEH@v`p{$qOZ;@IoVc)S)f^~{A62HR`)55OK;;Q6? zo&GAHtW^gF-ofHCpR4El`!^^#X|PEo;Nq1}ne4Uq&xyINw)*|Y5ATb|OH~)a-si(_ z^ZVS#j~`Jeh`|09HPl7OutQa~6Ukba%Cl9~F3t^6I97ih>FeW@8OZ!)i+@Ea`ty*o zc_vjPE*0An#m6OH&;RqK`I2vVs2XNgR{ufaSj3oC?#eB}RI1~T$I*6jmQn?G8ZBg8 z6XE=hSu@Q`;%f2MN=-)5ulQClBTKP8g7QC8=8Jh$nw(;b)wsVrVaxtBhY5UClASSZ zi{0*7;zli3bhjAh*s=R4=_r zPEN+F84^FsQ=V~aRL^g#0byL(oc0dpjCC<&QaZyj`xY7VFXLlD!3r402p;An8B?&V z1Tx38pH?WLY7eZ$6_R|Ul#tXbnaL1*Jj|xKyrC6@jmq?29zHKCX;vaLzSqkmvto^I zBm!^un7z4Tb#2$Q4`hRd5gb|wWtD3MsiTOKB^#(#o1-5lwRCs~qLZIiwK#XYbOWm#Cbo&8-$%WVrSEnuYAY-uAqDM}Y2(#JdbSs>*Zk z(`<)774PNyrleCXD(9xsalhbEiSKe&m{t{*BIDqbO_A2>3&T1mYDT&_r05w&-I3#3~`ecui_sq^oWUyX61W>nGxvD zlX(~He7(J|!MwRMGWXCk0wsW@f4CKtN3hKZ@>;PsAny_vScVRm_YE5Y*~Np6<3VrkX^d@pkst=T(i{T3x( zt)&?UR~0C^N`n05^mkLnZ~shGw71}+db<4%MCK)fT^jK?B5-1+h;hO*N@;z%@W`Xa zu}1+(>I+>G2#Y{6CD-f%P9x#m{fC+5YLs-9+{Uv?t`>U|2{^0V^L1z(rI~b^nb`W& z29wWor})@4Md~4YvZ6!Vy{c435=~n3r8uRL%egb)x=3+an$gq|kR$!g4MS&^#SGi7 zFjBMe{|asB?i0vtx*12lFr4IzNN%IN{UuwL|JWU?TAu&cW1h{o5wAWjR7B7O6UQsZ z7#OKw5X$fPo!4vz9_ir!@+AkA?c^@yA{1}8d%U=43Qr}MI|-%_OUzFV%(OL|47Zj0 zhrvtiU~c%`C+VIET9Qnr^T{oy>2$Tg=HwWsjtGI~HL4QOyuXI*a)xG8N^FnJ5q@OP zqLlDmre<<4iuwBWtG1d)m?N9xA!*9?X~h3BmvG47<8;m!mer0xC$!Pbha8@$C8&-f zFgC%N@(j(EXPZyIqTriskZ4&V#KRer);isG)@bt_dT=>p)TZivG}(naDSN**4(7^J zwDQmLEQm7)M{Yc|vn%covu{bwXpmt{BRy4{V|-)tq^kthrQ1$KtvX$ZJ=;#NyToJv z0oP%FL-y~sd5clD9vf>-;?z9bH(1;!r(^7zLer%R0jd%!0v%0|!W>tzH~gq@Vb$yw zDYKt*?tGD!*4Y%~?obWW($tJHn>}^?Nb7?TBO?*`o>A@QME5tdGjgw5koNP>ang+L zsODLb(reEWo=**>y8347OHRzfrr*#whH*SEkJTjL*-%Hfndy9sBI<-G#@P8=W25G3 z_o^Occ(YpvXpd_T?d{HioiSVC$x2f|@p_VUuO*r@yNA#%!!^V0Lid*iPT3NbV~pd2 zp9?-d(bk zbQ7K*<}Pg~qn^dm>b2ASjWp}ZDEhy1+P_r$h8VXiPoZ@hSwNf;gUI*k4Ihq%+tWQd zx&G{$BC(Gs$(D?#6Ed@K-zaQN7+6BzbH$}diL^$B1upxrs<7{Al>`=!95rP>$DPVM zJK7o*5~6QQYs}ka5<@Q)(aq^+RU$%^%d%q-@A~^L^Vw7 zsX4&*Q|VI5N&GIdMZt_{wAib^;U#67(l~eOnogPZm(_o+@<-X*45N8A z8o6=)Ip1exfnNo3dP>aOBYV$txt>w2W=LNxAC(tLlw-BL_dtn9BMf_CGG+AyUu3QK zKr;<};Ej&->b{jAzH;r#{(1iRf!Rg`^SjmWZQakZxQfuacg;ZvyrMoHCgZAgP`&fu z|7{vOXEUY%Ot16L)6wmi@VHvc@3J0pQ9hY5eDFDhXBgcUP>RYhVB2&{V9c0Ty{EMP za6N^YpLX%x&a<#f+}WM8YPue!h}mglQI0aX6VgI$UfXLr&KHvS8)r?S2I(mW^-Jhk%AHD%S)vrd{1XD>~HR-5Bf14)QF%c8RB_FdeT|6lx? za;tWa>sZfqpRPe;eD9G}8}EO)?Ph5zv?>4Vn;K5Xq1yf~!vFm{W%6G$Jp8X+QZk)5 z+xZ_mSx-vkaDwCi{z3oz`2Qa+>HK}|(u+dz7vQ8_7Fov;MQ|62WPrs%Y@PiDoTuy{$@^0$?2`#$q!bjwSoM zlS-lYyyr{*^~PDYC0WCb@d6Qw?te1KU)vK7JQZ1W>Rv26B(Rg)6%bhr+C` zu9mJgQmroJR-g9Pt#%WH#=bTF{<@g|#Q7hKgZU@9#~f}_au|Aaf00hc%y*aWOa-j& zOb1W@h>?=v@cq&_~MB zS%n;JURa+5#bk-n?J?(*V+N?V!NJ@Be6q4`l%D)o&*GKV)TBf^FL7?*`iQKotl-%- z39r+{f2xlUFA$ukwyZn~V5!P89ftFl31SRD7{0ABo^f!n-f`x_g>8$}-@3TX!E0x={$i^sVD4%`V@~QTAxVEQ3oFl#3=2EcmQH|^NsPB0iz66;__Mnic z4hB~uRJ{8U?@+N>z~G>|a+dm~lLY6#9Ubly@y`B}d_Q(Yt$MN_9u57d_r1VvT*Xp- z&`rM8o31oBkV^*uezlH>~VONrP&Ppl`i_R593sWO z(@|PZuCdUlr!!NHr8iBn-uCIb;P!~u1)&|3ep67xR6~H(_NYBU>?=h!^AVmx)1Q|^ z8Py~p*rukZ*$g|cO>?gaAMKoU-QN=5U7JzNP`+DeF&;-FdF2gn?pa3MIV43KXW@|e zCdS+f&&EJ1Bpw?fJE-g703t&8xdw3x9q;m$Dyq-jO8yzOAD@IMO4BULAlq6l zUulFrdh2$$H#z3K(y&r}9Hde3N^gH_NxjmE(?v*E!7-NKp1Iicr|0js=$k@9w9Z?L zY;SZ5UJ;`vHV1Si;j+A>Qtvc>|6apXGJ<@Q{-23j2$m*zYssG$#@uH=zrIv2v%bw| zzf5g8nx>fCnWMu$oDUmMu3CKZ3LoaqX<|xmaQ`k0>bf8LfO33}lH&}gN&hL7=_r;g zSa9o#(B9ll7g*-E@7|q4-B-^;!A7z>Z7&Bxt|QUY;7?Y%kW>C=J~jSyZ+u%ccQS-= znnnRVt@9!qswRfl#g~on_>57zu5|c{c~H3KfS7t_J~+2{+wtGqKQtmW;6|= z=JkXSN`SpAo$w^ONJ|@}>$Z!ZTeWvD46@y9xH$3Y7pYMUphCQYdP?wNnH!q zzdhhop8K)eJ6b_XHMHYxi6Ck}C@Iq=<8Jj8j_ZFWed(r#Evk{-_*}^a^p*XH6@gUf zJs&u>&g=?2(5v)ulS%x{>#k(UoA8X2y89g{BlY?EP48w?Wg|Uaz z^oP}%s3oBLHdJJiZ`_xWuy%~>st*PF;o;t<6;y%e^>2t9^JYV;4xwmR9c~UJ!>&3k zm(9M9hf*eB)UvO z!e)z8-dGr5QJW_vgW$b(o>t&3WZK{A_x$;d%a<=(j@k}P<~PySgQ@vsj?q94jYJ^j zOMcZ)K^;&Tz-ZzU_3;yEk z-WOqONKoI>l~N1!EGjou6{*YbRgbgu=jzf~9zeK|0LL=5*2+>sqg!Ggi@FADOL$)% zalO&pJrn2n`zqc;myIsT{(LC@{$OP#@TTFzq@k{bvFMufk7cMZDq=B4R(~c$76xm* z2*jZUhzHXOdbY^tbxc6JVg6&FFj#SXw12|G;b?c(tZ8~`>Jg-S0KL*bMN{U3BK5}7 z>U2{>vDxs6AotBawG$p!Sf6>U4*8KV_(MiY|_nDZ%pk&Bi&)p)SJ4mBhj`(BxmF!^y*S>@;dhrQ?NMPoeT5&l1+`!Tc_* z+sYotYm>sYxSM1FI+%D{6sP#oP?7l4ryp%yhKtQ^+`9GX-PH#vcfPj#6RN-P`m=X4 zwTS9og$)f5Syb)*<~=d}oz%Xm# zVm<`N0e-vz;dB#npK%ISpx{;8i8^iPr6PFfU7MQU?uVVr?;nw6-D!wOYte{$1eg47 z(p5zW(~M^#&Igxh<}@7OAhGPHOR#$;$W;l3l!d)eq@ZER`FVL6f#r$y7zQA=NpO z+k&<|hSzI0-klaM3@qg$K+YGBsQ2h8}jXI~!kI+TGpF>bUko+hNiNY58T= zGo6J-N+v#&&mPOmH$giLh7yUKeV46SR0jc*eef9cV&pYe9t%|5=I@}gOoi*Zv8BM- zL7wm!Uc$P>2d(oAw{AUyvfR(5kz2VH71{`0@+~CZ4M1g_#=SLfFWvmpA$&YIr2#7g zDVEA)0~>g9V$n|ZvPP4NdFkY7R9TF{ROWfAVW&N!I8CPD>zWLeOabR> zCu;@007Iz%&AiMiysfX$9O&T^ePL6yFwIzs7UIs{2Brbdg%Ozz_=m5* zI~LQrSNy!ef5=Rk-xlXhNOtc^QEz)JKLSA}kis3w{<2U{eS8QRijEJ~FVH&8U6+Xy zxC+HHXcq|OTBLK9*%)ZMA8rn@g0h2bDM?*qYUSF_UJ*V!>ocJ1KH43+xiHYQ__N>xobQuB z!H=1{m}g>)!Eof1!>jlX-40fp=!SM6sRftr{dz;qtzKkI_Ag``aanKc-yJ|Z6NjUn z(mA<03k>8BpfMEl{BrmPo$llm9M^hRDOFA!gxolnwI})!Q175U-g_20JA#`4Bg!zh zerg3AwS4CKpWo3IntbX)@)}{fF01%R>deg<_GYLMLE1g8q4q;s$;s2_9s-(2G6&)z z$!4~FXKx|btA!tR0DsSoRq{XA*GCHaxvT7_B!g*-0?+a)W@~Z+6duG_f^$P?_ZJCf zuCuoPJisZ!n-cG8EUFLR#Jla?ovQ$mgVa7oat@&dP&MEDNWdAxrdM|g&KjA3*3(cl zfQE*!QwQE8$f70{HF$b;6q^X>eh1bl-*Qsa1%ht}Knz^pS(JLA;U#nE58C#lwxvtO z!xzcP-vFM|1HkoIO6qHIodyKy>2p^+=w+iOUK7wF5%dQ>XA%~^ZmiN7iL75Zw9xT^ z4To{>8LeW|S|l^!4O}#E*l_6{E^`%-_;j~4OHmzM2N_ff!@i7ArXa`!4vR5rtrGJ# z721(B?J{<97W6x0n;>@!ixo4}a^sk^x0gqel@U1FnMQ^%D3)G!OG5~71Y~&+^$dm> z^$G_ziD25mS8Y+(1qEr`4^|1F%LPl)xpJhrjAD9Z)r(E9!gT0`G+%&~BF9IE*%z$L z;f$jRNMjK==BQ|P1-rmJ;xLpwhEo%@UNFY7SVC`>zoGLL zGyfDB#E{DV>8=vU82;Ygr<#^x;d%D=pFVlR1MQ1LMMMbNg15H%wE&C=j)=GdDfNj_ z?fl{Xc9W94pwB&(42Slc|BlK6cZ2r0*w`*Xs`+3}@D8txJ}We{R!;(Gzh1Kmn)WxBG@n zo2|^{Klp@A`tN6HmtBT3PYJ>64Y+TZUhm{sT)_Yo6$G8aSRw&veYICf{yIFd-66QG zt*|Gv9jLShIQltEY~P!kMfx&S*c|>m6WAKm$J<^C1voS{9W2~9*OhEFY*wOSy9Y^8 zQ_vw4061nUJvFWlEIq4$dnYn7bLyZi6!IxF1Qdq?S|Nd&_pQ!{h=#_d95e5U#Lr-! zUg=8JzC!+UapW5=2yR?NU?=#zoA%oXkVr-5ymK^sq<~ZEVJ%THwj*H&fVOw$l7m^D zHVn_v2~jhuX4N3K4daN$`GuxnI>}VISOvgmBaXANX{y4QK)-fRx5d=X zpyMt3%a*q=fUm-MqoEhgWp*z^IXx+G7Mkuw)QL5UbLLv7qKg$jHsw|yIeh?LndW$- zM;;$#)kI^j-qaG#63;Rmm!nxEg}PWWY8Sn<1C$3oN`6=n)b^301P`Nz@NITYk z%!tNj$k?>y)7^g8lNX@@T!t3mV>0&i>C;D*PMePaBbzx!v+2J;#X>{k4$hRqEC#)ZIp;b%dr1N6oQ7$onEx$T=F zF?%+?g8?v&zI5=vtyzOq(v{KiPb~pHiVga=hmFneACR7xrhpH*D0+~p(wptAF@6LV zM}%HJCeyP*a(?RV_+Kf9Y+#h&mrzlOtTeXI>c7*=Chu?*EEFmDxNO4Te>V1 zFR$&o*>?lZ(B(S<Emf#K||1rUE$1eqEW*zDzOAsS7D#AV5t&9;*RGVp8TU#UNQcw%K zQA4>#p-g{%ZNL@-QOe`+=Nim6RQgWH3=50^tILjM44*9_l#`O9O`!ImHtgUsbFFPz zpe7(yV!8U*4JaN0AOq?FhpYm;xCuw+7TcP`R?Ns|TqYxfN3_T*#2X;V4Thsi)N;{= zy=j+#H+n_GsFp)rb$sN!I9$RaZ`91gAQxlEKUQL)D<9Vd;6adHCc*GS(wQ)=JcAC}A5omGVI_#Aud|<9W8g)^ z$kfKUk<#7Y(b-HD}qiOa&ZEFfmGZlc(eu}vH$!ui2qqEMifTpesBr6IPRnE z>f=N};QgyGQcZ0QTX3TXptEOb6r6@{VMFltCnha&gZ7xSXG)$o5DKh)zX@Y63L%G~ z5}bs7R1dI<4Pr)nHu~QLr6uKdEjRtiF0lUNf#Gev5%Dy4eK>5o*Snisj&d*p=!DbNmhP#_=dZ7%pCL=n_rQ8~Hu z&{ipwwb5|}2vqOORJ)0=PGgP?z)@yTBdw*4dwkL95Qh4!QCHwV=q!%_Ej1xDD{>jo z0g+brr&H{L-a>!&&>wW^Mz?eq@S(%`@H@Q+_j1|i=$3_DS3+E(~z#~HHwTE*ueLmB~vvqHK7L@sSqR6ua* zfR26aW=Y3vJzNLDglXgngN3LAet2clfDxP=^$e2KuqP$ZjMF^6gM#(ESUNP(euy42 zM%BM#6ofoH1o{R@ZpL#9&mijr1@NE~HlBp4Psl@GBD)J52r7oGNln+46AF|2r&c#VX;jx5xU>q+n=xAIXEmusH zqXB~86tWX=;UpMM80aVfU@3s?;9-LS5CTj1Ag6Lm6XC%D2bZNTMSw$`X>zxLLibdx zE^4R(eh&rgV7IvDPSj4cF;!Zr z#5U?P$QN_nUx<)M12i@LB^+Hhn6JMI!&7+*uW|1kWGSJ5oV%C%FPXHO%rifXC?iln zMG<8LsYSQG34L;ejYjCy2o9r<3$6uKhZp)w3}A#IMA%0C#&ZK3YFX;9fug(!J&#T9 z@q1({h%(8k1^p-wfzB|YK^G7tXV!iT$b$yqiR~5#C!=18C_ddV6A8Zg4^zY{PO#Ab z&^lR*sPz><+JLT9dAb7tAUsYRX|oFz0tPG{9Yke)^eD^UKdxd{#%MsesDY;Z7P^y@ zlnuaWP?E}ywqAAD)@Zb4-dMlAq9VyUq$)R74fs&IiO{1UXcY3{7D5pt7XtO6RzFzq z4S@M9px}W$&M=|I_X)?^0h6Y`^JfyK2R?v3!Ehr8EdAOt!U&_LI5dDxTP8T35fN@W z;slXSs}C600b~)@=iko!f8rTKMt@cZZx%8Zept{FrVxSc5t|*jvwT463-xF@xgfG) zbfwb{5CQp6&k$A}X*h4r)A++2I(WH*eHp17&{evQ)~5n9l2x-cA;@K(rUSF_)2vz%c5=7Nl@+M#u7p| z{VXt;4&q;a2u2eX_ZLS9riY)YUD-Z~0-ziKP$*Ha{*CG&GGg-Vv$-I@Eax!{(|;Lw zypyL-eHMlyc;PzapRvzUA5j%pZPb1y6Ui;?idrjp&w;kE@+G=QqD(=LqIry zrh5`J&L-!TO5Zp^XD7J=<@Bd%>iN$T7oIVAb`^t=C;I5osW<1YKKB`gAsx`^`^ZQ? zxVTBkS`-S-6Xvz~ouE^0m-h6FKT{hJbUu#G#V9e|VuAH*amz-ua=o1&Y3Rte$wYGz6H{`aEbXYenRT$g z7Agyk`v?I8)*fuLEK+4T`+B8OhQn9$SlM`PtsLQa}GbUr6FQH&VK`dGt zgx>xd*vP>ORYv7BkLzM@knRiPV=d4Kub~N$0bH}K=@9>e;S_j(`0NZsr1y#4zfKq2V1qyG6sk zOrVs=5#9hH`zv5g;<^#ag-v#pjRBa~!j4D4ViQ2u2sfj8@sARl^5Q9Q_Ane-EfozU z0XjqQ;0d8Pyc*b2RLrQ6L=#kUqKPb7IES)fFRW&d9D$V(53H_x7@2q>!HEMHCbJz7 zX$zJ60&cuH=P8|4qFA4 zjnAC;^SS~Y{8SGtNf3~=Ca7D&V3A;fC^$iX!yTr~o$BL#VYOBBwG=QDgkSeQv-9lu z`_15Ifa(!|{i-9*>|F`K0?^Cxg?1)RF6gsaZt3g;ShZ~997q82z`VrZW`w~+BZP}t ztJ>42m(i}9DnLr(sp;5~p$^Mkn{S6-yMO}-zCRS+)Y>YGCtxH*nRPjnbMzO7F%@)Xsxr-*&YENCIdNr z%ji=mL@0&P?Bo$Kgh$QK&~i``jb%Mv0<#Y9xpV96?Td%~!b2g!a9;=8J0vbmp=v(v z3<{?Hlq8+MjFe2+B%D1)kS6i2+AR2XW4V*qt z?a-c$YyYRWIC$AE+}9E)>&xCXdyx9~b#u2Tc3}Jq=n&dJ2RgDixC;cDX18MSEFdWc zv~7q1l(QMMQ^RqA8ci2KTt(pFH5VvqNP7Z(>ookKH?LTg&>w+*-$xtIVRRYwYoVkB zMv{6E9$<^OD$78Cu7DN@QJ+5jc?&=|bkIa%U8vLFnws?C-Vja;m@2y*g~St8M|&oV z$g1|a*styx|SLy%}z|eZ0(bU?S9SyY>0r`-M zWq%37Poxg`hET&UAe<&FOv9ha`VY{e9M^wehtm!&CqS=ifKe7{5(twC%(Z%zOPSqF zAEZH&%kCP&R3gS4WNrq6i4TA@E0BVyho+|Y5oib^buu*HQh@P_xo9M)P9X65ueR)d z*tcdpR_!hf{PsE2V6hpMM*-adggynzfI(22r4yRZ1mM;>qyU0lBN3Rf9q?ML0-{a^ zB#dw@p#y-Wt{`3x5Ry8p-Q5wdP4)2+KiXwg9ATC(&(-GX)t@#U%)>+F+04qpWAPgj z;^KHb{CfS2?nk=}PFst9U|u+nfGPML3SXqi5Z$NdXRrgbBT3L5k^F|nj$dxS(g<3s zBCKkH>cDb;HWgfi4>Fq~%pz=EKFrD$KsgKRPI zqB@f$FDPegk|DteqY=VM-`6ZWgSdh~!0$>^yxFmfLC~thdK>rZpnk9(K+;l}_VY~! zm@D9KWZp@UiJWpc1ZEk9f`MNQ{#XHpk)=~k4l}@`>Bc}r{$N~0hyaFom&-6?HH506 z{U8yB$<^R4I*ZM;7FGa0CBp*3PR4F_?ZQa$)lVV!)IPk45j+7yg+^XT?*Y;aX+?;q z1oT!!TST$K1O`>}3X(n`;leqq?|_&h0%tiJspBAyR=~iE(BBZyUO>kqHx}=@6*<%P z1F65-Dk_7`WM8|Ay~T4$jv zDFvN2&Zt}c2n3%@>jzgT@hA__9@RsxAcaDjx$K*g_HFTTc=?PzXsK7griAdx2t0-? ziU6%MLp2-6SM`rov_7W%Z<~%9=URu65}ED)t`~Usph@MK4RhUx;s>l<1i!tx!fKhI zLCx^`x+u)xf4yjcY3j+;v|mFrz5(0<5F}#Y{>oZe_!wVO! ze1+khGPh!l5GZh+coCSu_`YYzM6lw)5*7InpFLZP$gpQg=o3H(zw+SKIpf~6*T4nd zxPBcE(Qg5XQ!Oq%2PT}$;Lq`X^>IDaM!bovtu4N?3P1{_^C{7mpuZs&C*+C{`2*tT8PHa0dq#FyfnaCco`E<{3bxoY1WgrL*wvmH&~EX;>? zny>~g0;T5{VG?-v0R~FEhY$jqz%4!L&C*bMBq8Asf{F}iDPU^@x%?swNF-fdT}e={ zr`(VC@Vbq!d{S3Y2E7txorz*_Ox0`HoDKl}ks%)o>qi3ED9NBB z4xzU5>fnVCZwcsJ6u>7T`iVssjoj+ajsqL$D*5imM+xh3QBn5*70@ac8LM0(BfAZH z?{#Fn_i%wg9$2NtL#S`fNg$w%knvP8{poE)xB#V)0gPz(q5e~1Xnl5ag+S9X>|kJE z2tdp&@Da!jL5|!rFJI!a0^&xCN8{M&5U~Nlm_!B@nF7`a92u&hk!r(eqyja&(XR47 zMUU_v`Z36cw*bW70U7zP^9DL1Vx#e7_IeioI{nA5ReU1yx8Tb__hxIU!Fyfb0!bGD z;PPjk8+dxAunRdPkjk^DUI1d*$7`v0e zN0S6d3XBp@A4y6EAiokOLN#h$>u=<+-;;uA`1m)mVE;g+AVtdxcgv&u@060 zcZ6_Ipx(%iF5YDSbeA(#PBQN=Bjfafhh;bP?@I%@&A^)tQShlJD zFEg9`1;|cZQq7h^Bmm@Wh&hznHvn5N=k#FSrL+?GOUn! zsymbvjWmd6b;}f%L`$WNMWu)(GKY|5p5OggdfxZlzVG*YzxUs7yPv16f#tf+>pYKR zKlXh;j!Wm_%Xy^MJQ7}L?6Jo9MS`=Ow*Ck*ktcaKP{j#rdAo17X^be~8&is58m--5 ze5KLE_xjME-~6XRNm`U(lPUA%Je+mtmSX4Ds5kD%*S!PE1SbrQ#&WyOq*rO-5>Og1 zuidoW=H%Fe{qKLxma*J$dmLS0pYyM8N+==K1EpcS!ycI-tyd{+=rM{a*er_*1?=&F zi?{AAQd64`*Gq^cOyt|{>ICTIUvfL=Tsfvm2{(A(RXwVEt>&s5T4YTZ3pQr_arEmu zN@b>4z!rc)Su_i$;Xder$j-fc=SF8lX?XmF{Sab_=okRzao&!Q=~1ZLBQ!iduig(j zb^0Qe*V`jH0pfRluIBmw^&^j#JzLV#Uezw#u>bq#WYv10mgYFiEdxFJ2#v4c>=n&| zBUhZP?-4U6t#d3?|Fgmo3Uj3{Jl+w(EgWFE+rF)da2q>kfzoYtsXZdvz8aO@od!9I zu-Iflde&@6_`S@~qaA32aCwd*B(2wA6J|)Q-|&hm2cU-+fdV>nbsYY=uiAJUYx$s7 zpkjbTcaK9LR^uvDgv?G{isp+5FmTKt1j24w&;W2l2HhEpR5oOhxfYJs0wsO?jU%cr zp&cO^J9)RuyX3|h?=~;~7weS7maANl$om<*OFpOGA3N+j*s4M$s**m?;>QP@1&Tam zWzX%bgsDRhVpP78KI+`X^>^sE%B$QFUj30<(&JuW(D^D_akk&G}$g0#=v1>a8@!q0P*S zKpW{S47~WypA{Q1F!nU2IPva%$t-Fdd9PLgvXHE){cHcoIn72FNx!@N32%H|&NRdJ&9UnGPaGn%#5bpt!e;+)`mW%uGL& z_ZK-5h}%Go^rtW5&gYficS3<3|0WL5^1fbZHsX5-t_~c89ptR%B46&vR8bEC_!uB* zm4*I_=7XQ~B<_-B7tSC6)9o>P^}%}Mdl8at&9J(OF#?! z4Ys?n|Bo8*)TO;)kV&?h*7U*}~lo6@-0c z{9hsFpC?BXh@$#}aH`LKLsDvJ*duo?hCS&d+=apgWK{fO-U$Nfu2GcM<6TewLfR$5 zinu5AjCWmaAkG$OVd2uHlaZ3v!Nk!4J#M1EX}YT%p?^@)3sI;68D&|An+4*z%|WxV z$BRGRSI*Zi$1#_f+vNi(syAPUgDQKc3C3Tq;LieVM6$M>_5+CGLEZ0HjEeo(R$PYs2}g|&q+c8A}$v-{05vEuF@Hg zT4LGBItDaM4j1}Kh-`{}Bi>+Q=4K9YXDr|K_(1w$90Mu{TlXTYXg=(PXW<955}p0~ zMahPvm*@uPb+W_v1$rT(udgdveFQO0-2z1#oinLd0l9ne-*rRXcb~v}(LGKZcFe)v z_8dH@5P03H!GLXq+?HG_hx!J~kp=dgymLpVXn}${1L%OFb~3r{wqbXZ?VH#E^0<*~ z&1(XnU4f69^maGwF5b^MNu>C~s=hW@P>$4?92EP7@4)?1^-k;y;7r<ZzWK`1yWr?pR@nE6t?g(#6@*Sjwks+DAQvCVyS#*YMT({KPuXI+Xd)HDSQX1xC&yh^v>Z>Z3Q#!?Kp7^r2#2Fu+8}P$X?WMR3?iTXoMpkA;M|w_|GKzdl;fR=Wyj@$#ThT;*FZCl^3kN1rncBDvaC7`g z*gB3z)?kIsF%}}Igei3V`kt<0)Uk=`ek!rBB8SzrK+ud^iwbOS4xXdXaoN3ORC}1> z)@}}CmxQ*th%59!G%CQ0W1oYneBZdWB#6W{dB`c;2$$aZ$UW_Xq?Ek8;VM`PfAoPt zn8YA~x77ve+FZt4nCGaE;GKcW_qqJp?Y+VHi{R(aRUPq2Pj*HdMG1nnDXDs94ny6_ z)YRG=nqED7GYza4mSy^7{vI5L0SLzueloy-N!P>~O0WtUS%RNkhVHQd{{CL}3`_Yc zs$$^pJO^LNIaI%#G?W6Hcy2b+S7|VToCN{43mG*L{bL-p)D<82P<}3FoW=3Y+1ZCw zg}8e0r1F*=to=lW5@KO#0tm5rjJMcoDg83?_TzXcMPKpi37?o+YzAsl*za0q&8kIl zPBt1c?MceX$r(EqaQCBa#P%EU#S3p^Qotv+kJq@hWbKS|Okk%tvwxaC*^Z-crOx)~ zJUr*Gza(iV8Z~)*O~ru}VCW)H+2{1Oa(ML%_-)OH(f3tbIJg#CIwMOcPsUVPs}wr(-L82VL73hXhMEH5C(r_ zP^VkJVW4He!BI!>}bFYp~<(k7;yQL!2#tbVwCTzes~6J?*+^2;3dld zhSA-==R-sFP@E;WwCth!0~{SB-04JeCDeQa>8*qdwcT2e@Kt?IChiqH*H>eP)IlA) zFxKL|Jv~GJOqxMdGdUjC2hMzr*iGE6>2-*2wTOiz@xZGl#;=F=z0R*Ps=^s@t7b=Z zC(NEv5M{6wno^2P-u5vpo9n%~Xa>0h!1!Lee*K8)?KbRDG=~WBOGt#`p^~WVY6fxr zH+1<4q`SPyt(EdY&>Am|OctAD{``w3*nd10mT3>cvgRUF(>;^p#i zRVr)D7WwG8lh#jDG4xIe4*6=6t*b0VVc)ZfIEGS@ej^@e%UFci)XBQN1_TG(*cTe< zS>UhBLg0TqfV{vcY}<>_o;R6*-T^XrlH90>_&Nd|&^(uCJPeeA=YY5N;_E?S=;E%n7 z7T<44HleOD2d)9wF&HFMtJ#m8hMHIXcjz=Ya9FdTFA<_7+i~e{=)lV05QyjIbfA7% zh05BJv9a3Bnim14 z@C7y4rIc;wpftn196;#o17rO(^n2POb#)Q)X8KB?pBiaZ6;i|mt+oQMQF8SG%~9(i zQa<^BDt&s*Anj&PH^x~+4xzqHWO!}5HKTqcr$p}hAiNecXs?;D0HMoGn?4O}_UWrW zL(LVi3~dAdN!1tZPkS%TlH5cmVq}o%@9%#HaId5T0DIx$#S?JEl?-zoDxND*?;`-t zGysG3DAts2!$ZB#>3#{M}^ZDqHAcpM%+5z#%;7rUG2*U*wGf?2xLOq}h zXq;9)R+GOA=v-ITOrO7N*REGR>2TJlAp%{%$RVDlyqAxE0V$QLg~(>!G#$8NYP>(DdZb7T$?j#m;v8H> z&Rukv951sDpQPHxA_{8JqHix;VqBhrdYd|9M%IJPSGJ++dq0|HRUK<4Mgjw&!?FGt zcWDc!bA465=NG`Mlg{?#$*)12cA$XpWUIuxe|4f)5@3qwd^CzL``jH3;!N~-xehuL zHv>=MK>|r`dl3@=R$Q z>~4`_oP{;}TZn=MyCT04jJqh_b>;%V`stbV*6nC8NQ6{sZw^lbL7&)K&~^8~JV?sQ z>LUQ>t`Qd!!bhN6EKd-g@ruQavv3VhUE~ip(;3FXO21K`Qts5rH`oL5c&s%5;$O^@ z&;Shh1NTKqBI@n4sK_S!`!w9JnaDsV^>PRuOWe=dO__tM;3yRaXF7xPbWKAk_F4By)Un%W0 z<2VC6P7rcL5YJ6(jvHkAq%(M31vnCNv?s|(8JynsVk>~9BTS${ut&>yW3ZAtf&=w| zwu;BSXkPA!I=Qs#k6~gly#D{9Oy14-=pe>HT}m7@q>6VaHQ(XzEJS2q46l(qBGx-> zC$U;V9co{;K!n+wfqURRU^HHllnZ!@tkLc{jBB*Ax7b?nZX((cRHM3D(F}-w1+N}E zP6s+o_j)!U=@>-d+c4LAL`wbWX|YQYS5T~JRNrA#plftf9#wV!mY3=lLm1os4% z>SKQ1oO>|&9Ry*p=Q#rZ3Poz>;qi-* zoO%C^38@gfz-+!5^_|zC-RB5Drl#NmC0}sXKYHt56AUGBgb2A5V%lb;^M( z*jJgohI-nd3c2SygSoZ$!aO{{(m*se~p~9x~t?@ZgRJC!9BE1-?U?EcEwSD|8RcXnS5e zn_4tk^E}Xxa269I4zyLIeS>`yY|p`KIS4hs(Tntr^<>;hg6_}=$MvILc+|>_cbTV} zZm?}T7nCArL|oZUn0n5rm?fbV-#A@P0WG3u?N^TjO^c&mO%{ZJE1cA8(mS)2v^=zc zN|h?mN1=2mm*2?aL?_n(NecbbxQatFJAs|(MQ(ivz2r+qnJ^ihRB=ZOcF(0k0!+kR z7?Ut_%+L6d{(RnJhoFqU$XRGzt_Ar-IgK1$UoZiHOpesDhNAEQ#N5bo!LhA-S!eUd z)a6d^WWG<|isS-Y*gG&(PvthAN>UFXq7PK^8@DQ-M&VIRnGsI-+zB8^%##L+ckm>S z9jzPj9?vdNI4JD*K07oGHJfPhy#%&qW>+hk7JrkB4YLo;*8xKHNBXHo2E$&M!Z5m- z7sGBvE+ls#8AeeU0f+ICR}W(h$aouB?0iqPnFEQMQ$;Mo3%B+Vuu`>X!AoG}g_Q#% z-lwb++xst|F!<{%TpwjljqWcyvy&Cl>i#;>RxuwPBJYs#6j5fQ0-`QA2-A!^ev`R8 zS1qwRhy{_xqGJ{?>CJQ9d~O-vazc&5>wCd2F^cKh!ug!M+#V?6U04XXtaPp^HJBR;2OECpEhZ>UjhHkTGS?IrXfD^e$j1 z{uW^S9u}p%1t@qaVx+@xYu!4$zFQh4~dsHU6gi5IILKTjeS6IVx6sl zd0r(TJ}@X?6BO2R)|wtXm)Lm`=sU6><~*|wo;q#X90c8XrC3;865;tEr=n?54RTmQ z;a0vcg9ad3U784JP2%{kr%bdKgKFwU`72uFgb zdTX$WQUc(;OzMvNb~&4bO)dC*bzCxU2>>b2J&KNp!aYG(BA-GuqwCF$VnJ$lyoR+#L6LbrT1O z@*MQl{4jHz#kV-vnxXTWmPrqUeFj89zO)*aGcKBeHKV~02>>WG2m(xW`RYoP&cWbI zIg#r?gTJHXxGxDwd^Z4-t+BBcF9}PxT|Gow_8IUjC3z4|6R$;<&btF7x%^F5)`UIZ z(0r4O-q4#A{mhCF`FMqO8dM3soBna>E;%8Lof~7_pQqo3xOMdaxkiYFAoCo2duqL+E@_*xqXemW_OKAg&JvCqX$QOAA8t{!WQM_I&q* z)V6$(X8v%zQ*Y`U@QWR!X~B-Adi)0i`@gMu$>v&wqSxp`p0vncDFP*?>f!0}Gh$|F z+n28*P8bU5TEsU(0z`=5kH4?>9ssIc4<8Cu_NL!AdphA_1mN~g7$F4~fS3v!5Z%d+ z8+CQ>zz67#=Jo`~+Ks?Dwo6hfex$@vn-U7`LYFm@Hayw!5XJJl@lVMs=un~dN9z5=f&HuxnP^Y>{Yr|n} zBJfcnuB+(xQ$1QoGq=!wK`cAKk$ucAkAUvh{%9toxe(Mj^QkqSXUBwgi5Qqtc?urx z`sLHb`r3b}UW33Qi7%wTaB0-Jk>@qAkPlidX+0 zhD!yy(`75pk|%o;B`MpJSB?rcnmU2axfsgR$y6IfBsIj^3>YLM+XBYq*2JB=29y<) z>tXDowr?7E;8JS18R!EudoCafPKqeNyeHsyyO>ERs0u)pK1Zaow}dA@7_LbwhvQ;O zw_tpw#Q+QU!nhM_%f0?$h0D6T$I>d^V2C1w*YkhB*PIFp;?se@Hoq!s)xjtMKCnRF zSp0bF%q!^C)|{SP=}5pV5fXJ3zp)3JWsE$iGt;ppHq~=F2h=8swD3wM;_Y}cJKzml zh@|dur8Y3i*Qd^luY$%wI~k%E<0J&T*&uHdZ=-@*3Bp(Cs(Jp5f5QqC_Eupib%CP(<});5 z(z$R4E|~GrGagw+h=d_Ln4Y2#nTng^?6OSI1ly zc1TG($^|Nbcx)TQ*aF6slejP%K>e5Gt9_1-eP0>;FF!v`FJd_(Yw5VVt70JCUHd9M-(*OzoK$_426|)>|_+NZfsRl^7e@#))nTjrMA#@Gg zSOOSN$&ScffqXK*4nN>PP7cXLdS)E(I&*8)(SJa69z^IHQ&&-t_MvFTBsV^V z)G?><&Zo=r2Ev?vyc$OyVruZiu}!h0)?%Ve(c!obxHgvWDJh`jtw#*~rZv#q64|&1 z?fJAaQ#HK16>yzjL`3BGDNpF9U`?htyl7g==|G?-=8*(Ydx81pzWvq|hby(Ou)k7^ z6*c!!a~7h3i~Sr1(&3boW=3O{tE+Q?%VuRidO%iT5{2P)J%6;RtCipbP0~OYi?Ypk z?5sr^8log~xI9I6ral2OKve*!lyo2h3B~M*r5?e5J_mxclklO~PNglG`U&H-40CX~ zR274vBtc<%d~xb){-?ZiNBU#KkpI}RBcKKx_yhP?&(&3#I7C!5cM!et)Fr8J6$+Zp3N_z2(>5x|$*4>n+$il)1<#_sQ;h8L z+WI)oG<7z4gYaaDmqsr9feI(<@{+AIvFVn32rvpHC$Uubdt?RUt`XAt0kb3lITRbz zn`t7mRt_~jUi7JahxlwAw5%q8K%=%S1Yydg@>Bvsi~_MpPtCQhf<}{47((deJKKmv zvdTeyB|Jef5xYYx5AZ&{y^8P0uODz=2JUu43jnpu%ltxqC5XfzpfipE)S0kUiJJNM zd_x49O1dbS2H?|SFdi92gz!cuYLy)Hq z6-dKE)Z;_lIJoQ7*o8ibQdTr#6?h01VaNR%BNtQxiJXgI?bgZRXtS^(@6HSPycTR4nCG;7k{vSj3_+9 z6LkD(i{k&msMl+5*hD4RRlPPZ+ic@mT;&Zx)ON9e`+Ln$L!hOSDUK zEIdZEK(iM)Zy;R;kH^SRr%?r*lo*<)oE=-7N^|(I6G&aAeS)K(O)e}9N<4^`6XnJl zLYlN;fh5mToj~Igh*ZK-@C+*;`Tk*Bl%$@zs_P>H1r7Vj3d$7~chv9#+(=^GV;H^A zs&g>dIGQ<*CMZzgXOIHM>H>bTG4SQvQ;1Ho-| zG|UTYdM1;&kLMtSrixSW*Zi{yOxW2*tneI6vYLb1ef-Jm@O@zT43s5m0NM@<6)>yx z%~eMwY4!sK#Vur<#j)Gxh*7>982s=Oen=fO#n5(~x+LD`&zK>Aa_}z&&Y>tPcuURa6mCEG+Iz#w7fU|=2U zAaF!~NH7+4Z#B^}N+4FLQHpRWQ8jdbWF15w5z1=lmehzF*(M_|FMsD3dBMT+y+v5r z0L~e!L&gv|Egj#@Ggi&+MHA^%#zELJ-hiy3CIPwyz^b!gRQ9=ep+o*4{MaZ?Voe+S z^v9h=QE${+zY!|lg`+S4R0{6V@+#KOM>HB=nSwL@e{jUlzo^pBzB%$~4M|Va83!r) z^vV{vVW*ULVko5`18(=lb~(;YPHz$8-(uXwVxYQZU?-?mEV*bK8tJ8QtQu}cAHc+_ zcnnCO&W(_2Y|~|=kI+{`LZFew8*qj15ZIm$$X>G6;T+5ZMB&vkDS5PAkgq7e1qXf=z|_`Z@?fxJ)C-&~rC0C5kdJHo`0coEdN!d8|- zv!N7J;_#El*Z6orB05X`F(^vbL30hl7X)J<0$DDm>~DWyy-UvSA6`WgZE$NTrmx7- zL$b4bN(>scy=^cwG=$&iF0&C+r!eYSp0pS0YXEiq4gn&ds-17Dm)1`X`SWQmBVC&$ zJRa28fh!4yDK{8r{7C#}LqkD6jo&9hd?s;0Y3_C8)@?Rb#duy!Skc9UrB(^uLx&#x z>8db!mA=%UAE}F~tw1WN}lgE_PMoH*8o+;8xP?$k>L#h$2 zUG0;p>C$|aq;XxGBwUd{%|1pWSDbPPO1-o2yamySR4DjCG{KA1CX^;`ieDzOHT}9{ z`E_J1*!w|jnZQLKOq?5N{B=VB8RM!?41|f74&QfC-z%3hR?6#}|DIO;$&5GMzi=Fy z>E^)sfpu=&>W#tUG+h;gc>g(hE&TfB9I8h^6k`E%Sj)%W(t!KWx5NuP^I$6dWAP7E zGd|!`P&bKZ+159o>d5zoh`=S`M5qHz3ZsQ+yG?-fM9LO`xc=|PHVSyjx#?qHKE{ju*S}sr zI3fQ3=CuRH{}pDw5dt|R;wWCb z!_}!s`GG*Z)pyT`zrkP+j5YqKV_>o1D%WDurl~Zu1iPdfs?xNnqlg_eKl3rBY?HSc zHc;{*0Yh#C8dI+1+0VqKYXBy##o%g*l2gESK~p~hZwl$Bq+++cjQ_7}=iim6t$I7u z5~_KCl*?DFxLbK^pdAU86=0;VPs;K(F#FiMcY#1iSa9}A56Nv@Hwu-Xth;1`2DZK) z-G`wC4#DbxktoZuuzN!R+Jxi5|Ivg|@)=Q|GS>MG6$7wI&4nvaxpGRZ@lqo83wB~E z19{d_SPIhk%K(fR%LdPS9I5vnda+@;^F5L_(sy zFH)nw?n>HAd%0sGKL`DO4SPhm=RSvY6=`Wo6x=H_>EmfR?-)pq=hdajIl$MpVcK0j4Q@oqVMqE2qJj?dt~u|5TH%+Vg^=pNq= zA;0Yo-nAkHkd~IEX4K2o&o6Qh^zOV>rT?z<9uq3(4v*I}%on0w7}_O~V{@1NkoVsb z|6g_`gNBSn{`v(Ny}Bf7s7|VWUy*0nPziH*PyEsT4^=}3X$59&lJ`GtVso#>=eAgk zdU|}z5?{*nC@^K|4tGZOYIwYpF<<2NqWE^*jUw+yL*GJ&uamsw1g~3ufyIcETGN9o zbtfmx{wCPd88td&|Ignwplri)G}{~{CAsaRBkf#P>Pv&j!HUNGaCX-cHOvjOan6$D zhPY*{uk0^$%WrjXQ}54<8rs~C9#t>*Hcr)utH)5SgaYqgHz;^sLg3V^9O+3d$P({S zRBMcIu0xslG`qJXmHqX*A2&~`08P1z_&h(JX7!k1+6MR46s>Jqqy0q%Ns-;MY7N(| z>WW5w71bRz^13@}OnV9;ODs3m1{+a)Xl{yQ#KWut>ni>Xn>;5!B1?S`t= z6VvK0Z>`%N>UmY8^{CO6*9R6#jP~W!KUDB}5&;9O6K0SXDCLN*+A5 z8afW@F(@@mh23$%>GdQbJ0JdqlH6}OT6-#o+uRB;WnQMpr_H$@T-LRCzu^|Hv0t|_ z_j5RVm+xSzpO@)#%9i2F$v6y~J?3{s)!@sjD?;qw0ZygqmAif0dwq@K*aOGtan+CGb3Zv$ z7BzfB6f^vvsL}-#%(sb1v>%1hva@9)$e?Tp2D zO{34=BhYLbW&I^pqCZ!!&R@XrqG?5qAor<_=GNKTL&wu#@v6g`Ux`2~f)l2O6?DhB zy;Nii`V8U;Z8qyr}ue|W;Wm=N3akUb7heIF{uGwSbrB;$yz?&-=_r{{eD?V(D$BSS@^BI zHznT39{+U3aLv)03Yqu}C+{n_Dh_D~&&(d}kQm+mGFld-M_wPsy)FpNsqHu#eOp=Z zQb(iqXuo|U9gJF>@PXRJA*u(x0U4RCRcOfX!$GX=TT_}=_;y5aq^*6#0Y5=cqh^l4 zpv7Q$X~>2{LwbH)dIEzI9cT5 za)094^N5h`hQIu}V=Odr0V|{W-v?V-zQmWglhCrZsrwdWs)5 zd4GK!pY-&uR!oq|WFAe-eIy=A+cy3#(t+FmRpER$lfP+Ex`8$QHx1iW=>YlAxbDM86XlEK;pKkJnv(y2s4KTG+n};69Z3 zl3KdfXRA+4@Aj&{bX?b*s9os)bd`~JjX*uF{I5Be!ZYfYm~M3&YRMdFDREkkI9bSQ z@kJ;z3BmhB(xTf9-CkS~_3f)RjSR3DZZ@`FwII)@-OFO1MU~dH(OC}1C*bE7v4*8? zpSWD{W3tLc3J1^9(#oXerih)mSWzq9d$Ge^6l15H?u&fS?RIAkWoZwc_8#O^g`Lsr zy6g1K@{E0}g@r|Uj#f{i6Ly%2+`Ol1El-nlb?Yc#N%dq7w=%;ikVX!Ci8lN-%1c2M z{50D=jFu0<**xqNt^WO}ZC(^q*4;Q7rB|~ThidH5ee1(6-l1_K6M0JimtXO%%D*l8 z^Ns7uihO&*^pYCZ@p)d1@aE>>pS`Ugnb%87@_GN5utArVUml)0R3DUV;&9@=NZKHp z1b3C8g3I_ZN#SQi7>o-O{|ktQ6|;{%t>~ zw8t7l)qLR;FWde)diKKygMQ@m(u}{qa4LJ0%W#%ho_{&Q@sJQ-ORZ}o!D_Mv9|WN>eXzcf|Hv#>u0O!#vwLG z7hbr-wm&n#noWq}srV4%CjYa~L*?aHJS{P_mW@XnJ>uJ!CEL_&(|vx1D?GSX9ekWv|wpIh6Fq$IIp9rzO?UnWDWg@`35= zJZBE?G1_erK04?($}HAX(_vBwHoxHdYsrxh@8Gow>T9` z=PB^uphLg_>%#5F%sGT51K8cMQx=4;L%C#(g&WKR<*z^yNMUrSXjFD|AbxZ?)3f+i z9bJiyM(up3(;^iMXPzDiqpf!+?JnE?zLAfNq!XrN=HayYsKJz1k3NgbgcY=~y$gWi zym_dQB9{6YP3*k%bv`2NDP+ZLc1sn~nYwR$n@hY`9_HanL(F+rfv|d!0N=|;(ZZpB zz@(kWkl^X=9KWHQ`X(d47a91DD^M9s+B}N9@?W;OD5N!Nwo79+Y=kJ9BNTtF*n1qb zYyN$S;h+DiR1#hV8c5xsTlcI${)$RQ^(<~$k&j`UYifF)(a>8X{fNQ$Hd;FiQCfe| zjC3tO%B>N~RCS4Kkn-b7S*wcX=V*^O&JWF5Av}{6;)5hAFy|7}xAWGAYTq9dBrZ}= z<_3Nn|8zWx5{_4)Ut2+&Ed~+-Es@yqJG}^E21oH-~BC^15xYRE%J3DZ{%h%n!OQ+A7 zbIHDblyDxwe+S24(^m-&fZF+s&WK7v!tK~~^aXZhJ%A7k^r(?MyYHX}604l#v)w&( zkp(zt2l@##5m2nx>P;)!)9?3cf;hkD-AqKZiz|yXb`mUlsC#1mE8)-_E;js5^Nw@I zxd0eTLp{ITXZgtf{&+@fm)1x}XmlI-wZo*eI)a`!uil_KQg1Qxa44HOlwC5?;V$df zAMPhDnfA;t>DG6BV3@&Nv9{w==FdLEEydk&k;(RG4SWjCuNrBs%9mq$Y;|w7(dwMf zgYh2kt;Cb;`Cr$*(mFb-ChFaZEjO?#*q%@m0JK+p1Fz@x3(y-*P>3oI*hKLEc zMDlX0-I)QwB-1Xre+I$^T=#X+o)2=zcPuw@eNl90sJRkqlSOk)ZeNa zdZf|rQN;PHNK*2QnCo>aG)@-`Xbd+Qg%fnc7G0Z-t}jZbc!L_C7t3K1ljK1x96Op6{_!E__ zkvU*izG)>_us=AnZ$=v0+>zbs#J~z~2Kc9|@(a$|{gIs!jk#!GUe3!Qi}*Y?T^Ce8 zsU$p;YPS=b7Dn2`C;Ab>ZoSAs_GCTjly$?Qs}fwjb(&7!@*D)@e)UT$&;Od@UuSd>-&z7bSv(F;+|= zal9yfS+_*tl2_GWC2yH%%X)l`F<*lEIfF_%fr8Tlgzqla2M!3XRPYJDgK}D~E0(GG z@wxt6T9F)4=kuZfnq0aH%E5VnKa130?6kJBT0C_8Pq_6@*6|Smq7uhgJclt_z;7sY zbP>3_2i`c=*J#Cjo5FoJSB{SKDty)Z_$AfjF_UwLy~O|GSAU7M0y?=frL$|x%WsO( zQ+cnHlZy(VHORT7q@*s-$oH8>f1XhoBBq`b{P4Vs=m#QO?@`$qnQDEU^@4Kl%}+P!D8`_sU8ExQSwm5xkjU1MqF-q=6*6QxCK>mDjJk$?5nK%8t z&dV7Ng*1=5(pwEZ#IJ1k9e!&xGm=-uWWu zsz+~nm0UZ9I$7J>+jBe!e|fiiRmB8Salkxg*$I4aPC+#Hxa!pw^WGPLgZ?|7X3S9Hj-?;Rd-x>7^%X`1HyYBK`qgCfY z1}+$oK`QH4&C{mjKeb7snR9(#3ukJxX*0+AbL!0_`zI#?JQ291X_s8=0w-J66Fn{N zC8v+;rsTB`6}IPQNsJs%s}*a1-fGfpN?V!#^CWyuqei2e6Q&my5D$~~dX~dN$pq40CL_l(ukWo+W5E@Uxrrp-C~LUO~o$a zRPdFoP|fVxn)!FAcirN8;)W_f1zaN*!nE;w4=eRr=0Hs5Wy*r5BCDuis)szwrW@G# zut~i4`I(_FM#H-Xh6s0upc_pM?`5e+s)-$g+RlY)+tyN18n)9=ZG&&EitqYLT))3% z%eeDXwEJE=p>8tgv3uY+l4C_WK%a+>4H$=`6I7kfjv3sI*@)4!kTW2US?+I^h+X%9B z{qxH1I4Q{*`A{w~8K3f=ID!1xsvFlKf4(okqHhu)Ufbe$?|PYfYz)ISL+am~47s?h z7%n)Pts@Q0k;66LHcQ?98zJ;ib35P25596{;c@i;6i^|Xh7$&M=(uf9dDLK9l83fD(a%iGk8K|;!T$yE`^^3dR4u!C1%qp!?Er|;oSBQt+^{Ev4k{W#KPmL%$C1MP__ylEAU*qXT#muUi_dL;DpnDF^`%A?ohR^5`$H zkVn8CuB%t@^Vm65iA_0}~6aN#9%BUG4& zBjrEPGefP&`RnjayRs_c76@NRX;e?6+e?%lAts{@cq4zS#lYtvTS7i=7eCYzDBT&c zn#R=igRov0iZZ1hgluKG9~AOj*jty==BXzd>+JrO{O$xiVJ}jjlkHX6Db6D@K~0<& z$w4tNtN*8-_HrtxD!Lx27(}<8;`6>E3MV=DW@*O8$lv}_b{>WnAntebITYYp%;z-O zq%G&coZI8OTU}i*vp*2IWV%<-=hpo2jxPIsVZA8x&k(8djLjaM_YTDSVo6Ci;CNQR zhCiWTEBCUY!SlBhnkheK@6Af&NjD9~+caRHS}&?)%9(dY64$Y>dG|9XU(; z%mm9h?|`hs9HO- z9|f3o8gPlckx%nZDr5KA++KorGd#z+s5%}$2p&|1>BZpya)V;I?ALe3@1n}fCWB`{ znf(AP--DbHE~N4?Jz7R$@LNtDA*!q{U8)wYpv}tEe5gic zjrL&K*W=>&+4(XS{aYxX6we)nb|Jw_j}(vz+M7y<8ZB-{;b~-dt)D^xSg9#~zo$6G z+L~?E)iqSBzZ&aofhsG{ICEe(Z%OC@4`q(_j`FG`%Dq>IK1mFJ(tXY&jhZ$a@q!KA zAw^!k^0G@^I+O2C^Bd?QfE|$`d@I)C0t*JsX`P{#xoG0bq?>(E>5KqxZaY_>-tbr z)X0+xC}UTMS8;kZZb~j7!#b+A>Kc998d;ICfqzO~o3%dax3#)kkwj?wb8lt#-*Q4E zHsb*-@NMh+yP~z_=!EgeE@FjDs|$6i&gF(h(u?a;-^dNN;qj&4ytCFvUHvgL{uD21 zM~o>Q05I8ON(W0U9W-gSRHS(^bV1X*w1AMp8VXbP(q-zQt{uX*c0$D8-_Ww8b zmfAIQLWTJzpYG5eF4o>%?1t*dVk(5bz!u%YD7+~jR0uu&{voHVQt*^k=(1%yV_;eZ(cl5oPp{}tO``WumzCj zeBLL3B`&EYrlpoNC)4K-4V#o(B_KKF5OmHVM3e(~{?VO;9Z&;dJcY^|ECL!FDk?;) zP;E(AKmZr90O-2i*3pd<(I@3wBbCjQWk`mJLa|VrRJg_#>JtTP&gZA2Am{qPqEz<* zHB|H=d+vzt=-?I%S+=CBosPE&72NZZTZ?J4kRNI(`bkJX|P+& z+SjnbKdO_^6lU1dCG#JpeVtGGngLgm>9>BK;(0QL>wdWPneevb%l5|dQ{)@!qKSMVw0wK%RwaayG6}@ z(3vSIt5HIkX0|GMRVgz+cIqCLcD$P4qLEdtc;0#5$NuQ{l{+&BbW4jMamL!4X|L>F z*B;y)9UE%iAJS}7>bm%tLdI~Vrgczc{{h9vfmII;q&dZ`jub2NktS7_v{Dzd)YYt6 zznjlFT)F4f!Ts!j>w8pl{!RW{s{)&F#b4|l7SP}*L1nmcNnqC9^p~isT3T8hZhZ0i1XrUqrsqgX3N&)OpEa#3 zTKsH^#tAggK9sXt;;Ec#n3r5t))=wG%OKX?;X-^#_%Gd$FFpEg3erj|=WZL;vHz=i z@skzlaa(5qxNn6V$AD%*%f78bcoqEA20DHV(qveWW*IpCcwxIoO+eeLA*q z&S;rOZ}7lNtRJemigUK$;T}fcd-i}c{>00X_}cigG`ZG9gVVhttu3Ci0#Q@)*AG|N zyXUfl>~QJS@0!VR3P!4d?0Qr6M_!LFMO7UM7~_dDd{PTc0DGa?O)dE>fv{ ztSYBAQN)ims@LIVue13y%kR=;xyI7A*p0E;kDD%=aE#TBm|m^dznbs!xz*Y--F1H+ zE74lL+1O4alAYr6@JJw0#>Z9dnuCwMxD(c>9A#2IV)CsgHP*tU`fUC9+h6AU*1O~uw?3ZPWNSBS%(e3I@v-GJ zT#04|?}@usbpC?vla$_+;~JWYo0OH6c|eioC+jBIe>}KVxA9n)vuT$P$0>bT2Foq= zPRnhFVv}q|lfsn2?(1a-6sJZF%C6q+a;69oWxrY<$amjLb{+8^>me1m``NKvtx?4w{^HAiM)TC1b%2Pn; z$f4-}k~+fP9nU9;zYTPx*wYKLF0T6sQa zWY^H?*RQ%C%Nel3 z)ZridHO<5< z)}!|DTJhkXw0k{!Qa5{YOxYW8hL*etm+x(qbKGMkDE=%dVwRfeWRoXfPd$#hIYn7> zetd4&z@i$3#rLvw>^&Y8#e2Lhjr_Di?(}Ip`4e%e-(6Uvg3NF7=9kR!S1!L**5WpP zS<$n~wj-kr4GnKsY?`xL-AcUZUP+~AZ+jE}rT!wp6)m0N({A_1vi8Qt%N89`71hx^ zSa4lMChV(RWw)na8tZ-ey@Gsqjmm$8>OI9$Lj)cQl>JnmRs2Q7l<)qFyS-jTNp(?X z;^mcm(`B01+uqb#nZ7ODdwKO;Yg?g!=;&>n2DwuvtnFz>TlH4fKM)M-eZOU3tFPX0 zadPWjxzz1mmc5)7`{%`V_FuF)sw-<($Tcl<40E=>ZI@D}=@VSe&Gjv{erGF{p}gWV ze@|uCvvaP}MzKEWN1n^G+(<&2n z*0u801#v;!%9h{h((@=;ll^&1@W$X~J^RcQ%k%`Pmkdowv_r>lgD1T@$?tijh6U!uV!6fDW79&owLY1@yVnpUHqu^)<^6w zM`A}y%w?~J+r2A9maE8DA097%F6L`f>_fA>2%&dZ(!xFNb!LZIYHr;5+wSH~`yC>0 zpQb2OcIGBCSy8`5e{7E!82ZP?`0FaYl7{ZJ^)k!d_NmV?t2!8!a=BIgrR}jEXEcBX z>!p?k>}bg7(p4zmB4z?q(%n6r^|~j+P9mltIn};cvuI>Z=MGf?zpfQ~du>@-`%D=} zQ#KVDT+udLWp_er!Tpb%7vA@@yKte&>aoF-l$EQud4znvd|^V*i1U!S|OMQ{5EmJ$jnvTze-!Y3JU6YNM*fyM0xS6R91&6sXaygL7lH#@v%t+?ZSh23=qkFuV;Yq^$J(q&_F^LIj%Zl(Qz zxy!!w^@(;~9zU-YJ(KvF6856J`-ZN|+B2(zmrPyhGW|owjwFK>rMAy}wg|>s+?Ztc z`KA7$V)X*HqKIC}{fZ>@R_3m@V@>Z_spg{r&1qjZ?Yrl?IA&5(WA}zw-;FnuMHNOD zb2gnmT>RrD^V^EjEUhTe+Z>3zkcojU|R=E~r4XC<=tOnUz~s>bNiD zQi`Z7mWoa}sfmi9fAfL&vjqtb)DyV2i>l1 zw3P5eH=S|pKce)!xXK%{;>*SKE$sqfj+{JoH+$lY*w|R14NIwQ?CejySLF5nO;XJ3 z3kM$p%I$mix_}Y-UVo47Nt+aqrM7+5P(|192O|{W{<4t!OCcKb5>F0ZwDPHN2pf3T zo_25A(=-$GtkG9{5Jd&$i%t)*t$krkB< zYoF1NV{4az-FWfAI8y(g$i)>5~}XM0NOnm5JC(r77$Ic?*hw@~TWQfQferGP(&K*wlZo zP)8M`4Y1cTPU@HL%N4;hoH)1jrLNF}3hPy8k!3GEXN&zk(qc#JPP06&D6ygzE$%pP6HsQJBE9V6XmCDJptPKe4Jv9GSET($bm?W1F-DDkuM>ts(O;oFX_G%f2u z``4mSEBaINea?fv#f1TcU(+zFD$(_W;49-$_2eqbp(vtGDBo}>`m80!lP|M6qearu z&p@tnwc16=J_d3J*j=F6-6-E+W%g;R6pClRxqED-$;+93U`SxHHE}BVj1rqE0v;y2 z5jU}`bE#nj>ZIl6!7m6e&{=wCOu8?B4gD76O0e~4X_}BCnmlp9!Ewn7lg>?pt-}^* zp>PK5Sv_Uxsg4<};0Y@8YNKc&@Xh~Kd*1<0%Nu~9ML>)JJ1)?597SgU75SEF;mC%c z;a5v?68# z=o4ZczgV~Y_-zg{AGw&A=U5f-n19XXqx@mve24)xKGQ8| zmbU1hHMt5E{Faf5>6ev&$^T{`FTi+Zm^K=?Aq1k3+C-a|9YN^@6^IU)SLxrE!DsiK zgp7s_JfZD(xg7kgIJc1fCkM2r#%!F8*q2f}uvjHL<+4=b)q4x-q{u(`&u_mv z%H@%@&F)8Z>7=>MA_H(Xr8CF?S!<0~QjCYh7Rwt}fZ{z2my`5~b-3V9d2rzLIw(?W ztAk}~A-n8CBQZBTnvynnkCQYLc!s-lC~$9J%!6fnd<~7~*H^Ji(snRIqoZASMALjjf> zTeV$Lu#GT3wlRR2g<_o)W5k^H$n6pM#zQW9-$dSbK6`}qMU(Gj;_G6h^WtdM_HrKPk%%H` zU-!4BqV#K-{epi(;fcL^yFD#YPgbkc2|G|^<|h(LSCehVwYylDK)x=NKR(2Doo4PG ztj*xmEJNmrvOaZgkZ|hF*!|-x4(to2IuF?s5gQ>5ofVs_!!J-|rOocO4#U))nd;@b z5(Es|efPGC9sbAUdOX$Y^wy3&ErQc0Y`pX7U43t55)cY1)3M()kQ8~Lg*GE-$l8uw zEGe(01%;9WBbt^LK?p&&kQElY94HfNc0Q=-WdFvq@E!}e&lsV?I z7ff4WW1iHyZsYIv{pO5&T9UJyIuRao5=6+0T=z%R&cWFTlB?ZlK$daf9~KmwF^(luhv8@VH!&a1@V{vq4r8kU1=lUxh9tM%`sBTe%3ZOe^k zSx#hFI`USHmxfe5C9=`N&bjiM;LuIiwEe@aHj4|dmDi(q)DtO1&))E^7NJJ_nYK@3 znGkb%`1w1B%_^3$(8C@bK`Ap&s|ek)#DOQe!o9+SE%X+y7JX?zbmVx)hnFd>{o!5N zmgw)lf!3dw|26mbi0mVkfH}kKhs4?hI|wfdT3Ke5t(&58I?`ZFGj}3u)I^og->6i@ z?D(4hGB_rE8BjzU!xgvZ_DXU(KZwik)N<I1Vv>*lSXz(DB|F*#(-GnfZkSqEKjv_M){1#n~22Tq|x!1Pz?tKQ%vM5Tle!#1f z&T>3FT`4|z1ADIc9R7i7a{K){MA21IfZW;cV$J>(l{?iuaUM?%Q zCP3#FPBdy2ZLAk@v4M-vdvO2KaOQnR2MXh8a-FP=X%kzAKbC9vZu*0ETigB^nuy;| zIV|KCGO?NP%kyCniX$(=j2BfiP9Yf36rh+XC#2y>ISOcgu_zve_Z=K_?ngO{

`5 zAqc^s#HJ^suP&?u6MPk6K+kaC!ocIG$Nkng;eZ)!;a1BXM3i&Xd^)jCu`|!Mw8F0p zQFhHo`@SGFtS#d8b1*(^bod9~k?|cO_h-#)%SuZHMWI@%Qm41;#NZ^`UPaOm6#fWL z%ng8zHZCI_@a(`M^`UF|Ig>Am<;jY_^_ha-%1PV#tu5yVFGUC<=Hfx`ZV_xiJnR+0 zch>L=(vt-re67iBlt35&Lx_KmMpLdB>l!!YN>_Voz`hQ-OT(8X!+LqUlxc)q?FJ(S zzpvmd0v)?!Jh${pX10~fAhHHJdY&^G6=T)mhbXq7v#g~5GPTGVbx~gu@QTb?m+*eG z6$BX~;0<&KVJ|&HfWAF1hL@I`Q{|YtZwOhU!=}_>mZl8^^xax0Z~AdIT))@EM(sb0GqD~BVH5~l1#@NX8j#_H){1~e zG7LG3#35g-)s_Z>jlzL~deTqL;lQ@6S5Q2^+^eMZO_)NY(tK>KKR3B)P@83Hu=_=s zRg9Nf^yR?XG#Nw{O)9}M{Yp@Cp_AESL?pZBjmdMDJ=dEhvH#dP=&N;C*7!~rhHm)! z=YAz@_8ciwW zj6d{aI>%tdPkbRDMlTCxdN&rk zS)el#nl$0TD<5mdTnQov{Vx@Doqj>*Dq+ssL z-!B-_mSKI)QP7Tt0>`#qCF_fxS^XrE?4qSY9L96n;)-0(gMI)~GxWBfT& z9C`t!Zpb_-wm`)E*mJZY{qUIHeXFQJmSEHllrpRZfxRODW5M5vZ#4MF7vob>3l z4n4+RzY+BGnLZKP|_4jBGce?vJxFC6-%9&O0LD*Dc{j^^zfkpQ z>7CWFPW$b?^E>@gn2J8ZobGLW2qDza_jc2W{1CE%nqz<#ZaK(RaUvTYMY){N zeSSN@S$Ff`q>hGL*d%SqS+0#!FeFe>1P7f68TU7wi$0HE4rT7p`S-pfGF>Sl`u0(J z0R$`7E`}*?A_L|Z1mbIm;TQ}G5j&D5PYrmaPwgpc);&tVRJ;q{Xee2P&?Casc}U=_ z_XZ4+RJr&E+n`CMmPGOz9u#3QhS5w*R2zI5zBFcGSxw~@FFS$2s}BFRC|m- zrrlq90Pae7JN%Uv3Pj+HR9*z!o_(Bh)HQKSiW~(dW-mA2Nm2@tTHk(k;dQQeab+WF zhdjPQ9~uKrDPrjVA)Sds_)XFS8iRuZp~|`va+(+53N1czO8ku$Q>Jj40Q&KzDX7tH zqMFy;OM(8y^j7L~8d$U#$p)U*kWIB~G$xaDN_!+i9Hyn{om~`E*QDjViblsAc)riw zY4|en>aEuh0w%^lhuC$an+S6DAJ8nzB`e*Qj9JO#HEEG^-~mS$mff_m<#@Gq@q`!2 z0UJxHxY;6B4A!P_+%)y~<)QjNpX#9Z4`&dTzBQp{Oh;pJ{kEdN9~S}EkMp0yEnUnn zQkp0-6~=N{l?rt_EBu206tQ)rSo03gW_X1!mV*6$wjg)>S8X~K2&C3Vy~GSx=^Y?s z*A~~lQ&Ifv$6C;)>@NB>^?yM}+4o+u*1;C3)rI>`2S4W*>4NIV2ycQH4WwUM5)nlm z0^Jw!hXx%YA0EzXbXwr5&%?b**o#vykng(0Ox#0P15>*M#vPZAzyS}U8>K9IHKd1Oo_p(alKD(X7x>lO*OohkEnC7?r2$F6|zhcX``h;MhA^o>1PO9x>mb- z7TyoNb@f?%-8c~*K+PGic{{i`^U|Qopv1=XxqVO&p28pGl!|?xCYQ;#4kaU-4X|5< z1dQ&upEyBdxq(v_ten|#l)fYS8bz*w64pt6U+>Fsw%Y-_EngqzfgkL4Bej%<;`aVg zXeLa4ve>`v6%ef-uY=7lzyp@232)o-Fc}N}>QWYgOQ}Lb#{CfTZFk{*!+5vYGl2Zv zDmi^L+c3<0Xa*faFtt`CGBp6CF;VEJ8;9T*@4>HF%?~3eP478kRH&p{xWy{} z56&NQTOoD0t_6N?=Ha7`ZI~!!$;!^MYtSVmsWrYc5IN1c8@A+f7de_mWB1!uIq_n_ zoNJjF){|pkOI@hE@rj|mUp`oEsM&1Tao4~We0Z%tcV^Df>M3eWQm?|d3uTRx!sMs$ z1_JVYMCZbEJ?*A^=bx6M1LcCfZj==M7azyisAAtlR3l@Qwpa#F@4kVWi@vh_ACN}@ z4fVmspGq&aMlf3^6|@b0L_V~+0A>CfX{<`^zP41sXXk82%~rG^oT zgRa{ob~_5Ul&U#0=*$OUx<%>sO^&9szAw6V9vi;;DXX;hxUJpBp((+IK>znH5)}7{ zj7}Vdas0(+i7n29cb;o@SpSlChdwelbbF!sJJ8@|wX5rCTiiZK+jGG6BEE|b)HyOi zKyzEf;i>O~lILd)e2Nbuj52S}zC;XHn@k3Z6Jmw6JXvGpO*8Y*3D=H}ZS%}B-rlHadQ&9`u@;V2ICpBJy>=jW@pNpIBBu*?-cB0AoDou%yQUY!^D8*zF&jiPxd zTeIQIzJv!#)6}#H3Ax-dv@$|Jc;;o-mIk|xQ}$2H?yT-8<67^tM4o@jRkD>m~e*lcY6OeNU64dV&k{<#3 z;B(RPcdO|$sn|o+c1OIvYd5nMhQ2e$PBjPSm(JB+e|n|t%EmyYN^E*2raykAInAE9 zu_ZLX{#bA&3OSc&((3vjE*I(pQ7F_|i_5jOVLDJnD*5g{p%HS@ZH^q8eX46E%dT8PDNfzh~1P z7HMBSqxDYdz{lPr5Bc2Xu*FxO1L!RFMEputYb~ApdFu?Uc>YVz9a#R&lFuVa)2VS@ zz0E_H#EPEyW`V?H1k*M#F2-&qhO+6auzqQKw$Ow@qG!1WYWJ9Z7|%L(CfkAauIk-R zwIE>5*69;MqSQ}uaB-ob>$A-n zGkG9&K>~OAZeKtQU1($< zIaUF4nRpVfb>hik00uraoI$gcI3bhtN*l_U!=&^2L8N+2>!wT155aIi@)2lRk?uxJ zVm(X}$WMDm$2N{*hXh0J6WrG%{uAp!^}@3hZ5P4WD`H|QFhDxwYg@L)peBK~)+&)hpKzhu$13LRKAMQJdHw_7dL3rcm%6&?bD|30bmf6=p8Iq$W zIt6Y*>u5>rH_1poFB{&z)FpVx$2-#@2t&~}c=7OpMiwZh#>0MuLoU5$g#0ExO}Az* z_Ndr}(autxy4A?&-kHXd3C`i5rs(B6F;!dCZL`8Qf{5}l6ojb|XnEweS~aY9uu`uw9-1_NX9=T~j26&#a!n`cP5<6i`xDj(8`mt|3d$sl6 z0)-ot)8d+UxFH`}JmFpDf#p(DPfRT?Jq3@$x{Qtyw14FX3_Mb0ip?`oTeGfYxQ_}N zKG3RtM+NZ0vQ{a1&BX@=$XexejQ-lr5B`jTOoXqgJ=WGwu70!MlH?;y>;KK=_{sTu zYJ9Eu7rQalCo3EWJ06a{ zVDtW8TD!=EBs8PU$o$ug+M;9fRb#TbIHYm_DidlKdL&GiXDua&`FDyS6-bbM(~Ma@ zgh!>u6X5L&ubKbeu0_uy-Gbg`@~(nFK@5n&QCK&QFU8S3MMBC68!ExO zQhR27#l+@#e%veifd65B7PdR#DP;y6FZVANmv58~ktSQ%9&+3joDfhQRfFcUcXM&0 zhzTmmM+WgwWc|Qts@Tik(^NBiMNMzjbih=1|A2sZ+U&VAgfv)bm$I&dT%%IW3NfU8wrGag|(a)v? zEaJjBnHEai`yi>7{egQlG-OgQ?J%Y`V@iw&XV}yd+oNfU2(L3+VhnJUC)wA0TH#j6 zU<|exxAXB~-Xyhm$YzHJMy3=JSYf_dpwbb`V2GV3DJ;GqBr|4{TGyO;3uyGNp zzo`sx;>lmbTEdD}$yx;qYWfMiDnNFp4A)ZZQ0J0#u<`MP&nO)*MIo$(^jbotI+SE1 z`rEtDXt3PbZuO9}yHKjvPt{E-*$;$diP@Z8LGKK5%j5qD+IMl8*MG}A`W*WZJ~7Ck zmP|%lKLsAf@uOmK%c}>IMe>=473HxzqjHb3D#o!T6H&~V&o2X=l~qr>Od(LsEng(_ zRqYKQ!lu!mjsJlr=SGD-T*r#3$-FRoI=Fe$MC zr+8D<-UK5yGFFl_RVk774vXgz^eulH`|3+5t44tq(K*zjhV|~aKp~4ho82(HaBIiP zCEAITIxe-^>PMwczX#e2rx7T8MB%NIN9>CGZyb)^CsDrG+(YSG4(Bug+%5vwu9wY; zz9(2mf;$=EN&d6e+Nz~FUn#8p1L@~{@<*bHs!F%}bWHM#bgCq5A-gq|FfkpW}j$ODmE z58S4^MjZ|JGOSKZi3h;z+6F&yb9Kj4&BnuKp^{YB5Mg~PDXX5+Z|$!(h_o{YrTmBU zF$rsXx?pjwi|VWMAAw}g_I*GNJMf?0X#*jp^3WO$`+vxz5BG%5S{{W2$KX5rIrg+K zW#k3M)EucXS$fpfz&yyV4DYh+=U_<6xxvV(X}lw=q7hprUxz zTin;F@PdY-tKs<3Rzklnw{O#>MWTN~&Mz$Di66lmVzlcNGYNRlfvc>bf=%eRh0u}v z4ns9LQKg^j{TCOWVYeHj+p7vrjg3E+{yX>~EN2sw4wKt9(&K`3M?NOaqKNQ6R%**B z^fuHzHgJQ5uOA@34gA#yh7wloRq44IyDns%qt%$Ce9y=?=M)8so0e zZCRGoQ)tNY9RH4Q!JZmuz@Vv@hK1!MJTi(5o&MHP3g$>ujAShWV0L&zo?7+8Wt>}7 zId+LKYfU;sL0gOuruYSC2(IcTcJy_{|B>M?ZGClYIx$6v$FHc9D_iR9M3dAmGVE*0$@mj4900(=}Z zY4k;))cmU_%El<8$`i->$8p~hatTXhcX>g2w;T`erI=bSN0R}55IDPRIlOaY!`K;` z6@+lD!u(!e%CsHy^}AIvO2~iSv=lrU0Jn1fmNo-sI5oS}#ewC)ubrzWdXEo;WeoKd z!}B#qCXA3z+;7L;H_VC^%BDxlon|ajLSlj^8$qLc3`Q!T;Jecerh$>=h40*k$`gQH?n3!z zn>%L7SwE1BdrIqOuynKd`N2DlBek3L=Kj{o$kAN#eYUc5+kLJHI+Kx%d|bQ!&q;Yz z&#ru`M*$mPFi{Q+|B`!A7%r@=B2ZX+2P(_1Mlex(-=!W*m9u)RgP_*h!r#iZVH0nH zDG)1BCu<-&89U&*zJzWYt!yE|=EO{5xUIXn!YZ|aD7wVc7U0Y5jnQhznUTrm*6rH? zntGrx0E&!IBd|ms%{^D^xe2tX1x~;~;hqC?8y=-oWELlilMAkCj+{*eDs7#Ao0A2M z@Q?MvqQcr@3hZP+XYm!$16hDqx?m0+ z>7Y0{t;JVUe7t_y>j2%0-lrzo6w=b?zqmCQgk|`&$ z6jlpIBpR9S;#tOBtSE7-Qk!n?d;O@Crqf|C2 zG&S)UEn-prSv*k4RqS0j<5pC@N!aHS{vxZ&d-$O7sg7Tv(ZADRK|$2)(kOvT=I}K= zm{xhc9);37JysUA<7)GRhyAzwQ5PV^cqxgv?L%#1@wbRo)@G|{;e8!M6V*ksH-RXA>&lOcMMDe z^2AUF{gMUE%juQ5O)Vmyd;a)4&D0O$`_)Dd{qp@)0~|)?Kvt_$5Vxl<&Hew>HI8K% z?Nexnqekv|*^t>ronGn~cpoc$F{ZLr6m&bHi{tTIBh^-PjU^B+mVDaC0onEHDD;f% zVRKsi#5uM_Wl>r{$KMw8x{>6WKUY-1Li6Xh*_ISp*;z;S1Et8j2j|X{2`LpDu z$MXP#eQg1pcA$LpF#Z{{s4Z*FC}6@#Nm;8Z=^i@Su0IExJ-x%;RURF~uRq=Q)j#XC z6rK5(`t{8B93IW#Q%%VG&F+YukPsK6{U;%|*`%GMtZwyKT4<*Gd|$n4oOX;!T3yj+ z1J%f|#p}6UJ7%kIfo>OV6>$Q>mYa%D%|kb%>Lu+ zFPS9dYa*zVD>eq^-mGEfCH$2sEBtcG!aw%u2@vV7$2OVo*4aEKE+UI-3UBn)$F?g< zUfNt9D};}+hb>An@GFmO{zcr5v!0(9GlyMF=$GOAYCwA|b3ZOuq8r@{1uEU}z+2 z^~ZN!;$?5@>&Q4t&vZvB6IVCbnwHi%#PE6M=_If6u|e~ullD=;MnouR zOEHy7aXqX@&y1_mSP#7@?)ZSW(ba#|t)DpdneQejvpzunQKw+PG+J#a4QldP>H5eo z!2F;xDW^Q>J<~R%@3s7$cEu1Pn|{qg?*I60J`@{G!?K^6%k0R(x?7Ufm+ybPFXz>U zs?nAr+VAOwO$@EN+SIIU+H5Oz8{ZnW4tCZu{9u{%W$Eg3s+zk3r$}!9;L?0iSXyJy zGrU>b>(5)AAj^43yzF^8xxkNNKe6Fw2uiM(wx+FtbHI54_>}(VwhOrJts(W=xIT+% zVG?Uy8eoCx+5SM~`YF$FPMI=1EPfhAevj3Ul>}M1q*+)f%^bbCW#6;|@d)Z2<%mDx zee^9>*`8JFaKL$v>qn_EjFUOFX!)yM_gRHQcdRV@&S70QCWDsEavz+$8Lg2Ghhwqj%xnph zk--L6L_LmRJ9+D(E9RaJ4OFECV3yXY%D;#nF%Cc7Zo!+p8j!%7ZUrsd=sg9`l$`ev zs*gD5DAHaZUp7p#?42?4g?>(xUFNYogu3DXI9HM}r=aj*JHxC*at}}MDO3>$)7&aM zauOb<7>>c3ms`UGUu*Qq?aLj%JuG|{+>di%okEK(tahlp@A0xxW8`W+xHL3wdeYC- zTGv(p2kaN}yPOC8A>ry#`JQrL2evg%$r|tVxhQr7GUjTdKbe#$bCk}pBhL`Ng)9?a zG!2LQ8kEjcp^5hvIy{1xPVaf_KPSi=cv?G3PvnI}k6eUL1EViR%V_n{>O!cgb8gOl zSzbVaAE!cm)7m3vM)7{ipX|jZ6g5f+56k9s!NN%q zl=f7s_HaTHai3_!I0k1*(u8-oQ7Q28TM;-MCW&H}c6Qg{_LjxO8L9dB%APmw9* z?JL@M;**3ot^FA$9@;+F(oiT}$HeuV3apJTdP$cYzd|CBUVe)Lf3!eth|X^b?eg<< ziqmb&(PRxYdx*HR>e$CApCTwnLo}kttIJ!a37`pLs5Kb|j8i2PLl-kF=)Xpl(@gh5lc$^GS{CG8zS4#<-CXG}w9~W-E07!=d`xjN{3aK?f ziAC#9JqWlt{g`p8*_?x}N|SMdl}%4}mi1GfOkyIgT^oQ2sFTU=&iDRhdQJ~TSqw%{ zre9mJ-q68z=obF|?n8m_=qToJk}PhpXs3CcYQrc6lkdt)IbC$}dywNf0vRstCyXyW5~gp|@teQBNVkr(PUYA#@*UJEy1nN~A$P%E z%}1zTI5++hbT);m|L{`u9>0x5$L{Pv#My|5HyjGTM7zPK0E9K*f7)bjfC_YxZ;XP1 z5f^MLD>5Wfp!}}W=SZ?dT-2`(otZ1=tA*MM6+Z9~Rs-x%1$HQTQHli74#Mh`Kl9OL z9cZ(Z-6Li2F(bw&8`C>45&4wgGkZhFAapM`zae>wCm5I&l-h(J+<|0-)=Tbj2b)w} z!}Vz?+PdAsj1Hd|ES-SamB&!onq@gy(W|>QP*q(^<4tNY@9h731u%G>|0?6P_oA`$ z6!1dWBXBG0ntYfo+%0=TXI$>Kpq@(G=YOw+_3iNsAa2nsCub+%(^adjj>{UmWZoS6 zN=>v zsl#>sI(iyp9AOaEvtvInK>pIQTK%M$du*NVB`s%>I1xGq)TOvjZ?wVdS9;ixcXr-| ziJ3kSm$KjPyD&zK5?WTBtAT_x*!9WT;n1@X4pWYmJ^g35{8BA-i2`WT#~ zRs`x&s`16o2Jw&E{S#PGB|Fqm`&je{0RoU%!d#vHOHpVq_#@c#mJ81E=n|? z4Op6h9fNWZmXd#NN|swBQMnLN2|U=;P?L4vH7v1>CvbvD4hY;Z&s>+iQaGODMJao? z^MCxxWa79Xnw|Icr?Z7PL1xepnq5PRN-!|h0 zhW;hC7cJqHY-^^0nc`&gjuFU{bhB@Qa`Wlt@8>j!g5Xn>w4r#628YUyy$5ZD$6kA) zNicg(4r;sGaepS|0u?2#WsJ_pw@CIpk4xmf^j#ixHxyopME9^{i#DsCZ4Z#Q-HWF~ zaj7H9!e*r`?LZsGiqY!TJ{yBM=XFbuoYqGh6YC$FVRGQ6fo1dQss66vgR=uds3AP~ z53$7z;l@R$^e?a7#@Q9>he+uKu5GtE+FKNV)6I+b5_Hz8*nqY6lRdf4XLzm5HCa7C z$T3u2OVL%0J;P z^DT-RtiUxs2$b3Bh5~d=uPbPudo@rz&WG|&obF`ko7-@J=`98ZjaUdkL!}=6)WG>T z{?aqdAs8S_h3jHtum)a5Jgw(HOkl7aOf@zWE2QPBQX7lBatb%=V`alOLx@n1 z`0@C`y`|d97QC3Z!pVSA8K{ZnX_&RAse;xTr&^71q9v5j65O!m?O){IQX5HH-W|7J zyt(Fucg3M@#d&u6d3Y#i7M2X$r%M*nbG1uo$xl1_u8OhhVv7lEB5wRy_*6C&ycE&x z_Q8ejMUp(1kfpA^@@xjnJRVauQk#`H_`?V-%0_7v9Ts0hDNTA7_>PdHHZ~jbd3Jp! z=F+*D1S>>ruja82rHeUfr_+6lBUzw{VR4*sX4-fmpd?uioC`i{GqC}jEKUNgd7As%Dy+xar&zT-E{G~88g1k zXk^JJ#vC-JpWBp=+V^(B!gS<$qemd@HQVy=5VFOcIK;`-c4DtoR_3-OX!bq~?|k&I zbqE`hbG~s|Osf6dn>{{t;i=OMqx366=Lm5{veGy?Jo(+E*I#+^>e-ahzI)+|&mz>Y z*t;_tPXmcI*0*bet0c081Dw`ydrn@^Fy^xq1xgDgvQ$E(=E7|gBG3_G_#bQ9G$7oM`vzuG8quh5?q$fhKz zhi-7n#Fe0B5xq-h^F|riUuP*1F4Ge!srIaY%-fn1enZWH0yFvv0(unG*l55FpnB{e z2L+&~5}7u3=FSyc_~V<1b%Djd=!DG}H4(qNN%GR$%2iy;x~d^un>s^q&JXKf0ys$F z)|KXxIlyM=?sCSRJDSrJ8xA7&jTjPragZK|ak|>{3`PDkz+NL$qQ(9vWqS=Kk%S)d z*y#%JZ-oB@?%i)Hu+CkGXf#e!f1_L8SzRn|i468~8j_i-=h8(*)rsba!lDjLZ%_`6 zQNd47fX9ey0R6gi)Y0{q$8qBK2!+nmtjt34{EXe)xo@bk8h)DW+=&$L!0K8W#^rM! zmUH$U2*q*eXZ>TkkrK&kj!aSU&F_Ds*~pu+D-YfoE?0OKu;VxU9+#`w#k3d{hnM>M z2Ttc7HXFb4C7vxRO?lq3z}b(oWUq8OEe2rcX76lyI!3 zGqU@TIkI`wY^z>*C6d@MB)HV$XKAFMJ{_gpJ_~S04A*{ylKDxh&uE`n(6kU!h0e(j zui`O(U5m3-ueF#1mY9ut;QK%I-hpa#>LviE3Ug!C3406(;B4@GXiMi-sK#l$>Ds=(L zkCN^TveC>9Iy37qS8Mj|LCXbSJByG~Och!YA<1&QcVmO&0n0 zgCP^xaM1Gs+6xJq%#ya8Amv=fC`H2Ne3~CP9I_UuQ{wSB9^Ap9`91dKbf^f8PY4t4 zZ0@}~0UIk1$+|z&UlUZ7wGnLtM=M3J@Vvm^dj)B1mHrK|3Q7>u*FdA?>aFgRBtrds zIGss=FCG8f+E0O5RgE4s5c;lUP@~VV6eS+PlB{~o{Fh8A&BB0|V*(;Pv1VMoNjr-o z457S#YicXQ)6$SRM^Yo0d1qH$Sk6KX0iDu@kOX`~!{z6!s;-+G^@XqF57QG#QQ_6= zjqLGxiej6&hLxkXW(@@G<1s~&#D=M;4SbD&!1(N`+;K{wHTUy*jYugGsnas?8HJaC znmX}Sg6ijLE{8iFT;`ZH{g=lH=P&1}E!k$f{^dYIn5I-zi|amP-k7>~7!0Td&h*y(S<}E@^0;BvwK^a-G9fdoN~bd$8r)zK2P# z%_g$rkp-ffE81S8kIup-%LrwQ(I2GzxHbO@vtQSCUe`A-Ro0-8_hUd0B3b+EzvbO| z2@oLtSl85FzDvBVwf9|D!ZP>2bJo2cAEysB0r)dJGm9dK9Aq$o-|oN1;0XD}&RaVUM#>OCj|u z|A-Xppy-@YJ0vJivdulHph|@ZG?u!C2kC^jGB48jej?F9_;gQ=Yi9j`Lw?6<-x8U5 zfdW@@gCajowm|K*l7wZ2fdjNis`DkUMVv(I_W|Ph(9S=W(5wpS>m_RImH~s5?$b}l zx?}y-rsYExTi9^0*mRbQJ7{iUgV7|P$BsXn!*hqNT=N{Dw}vQtnkQv5!{;k{A+oD! zTwH+e;#9sPQWHH>svLQ~V$y+SLjtuwXX3mz@~mp&5&;Vy!1&|>l$tK(%uEH~N9A_S zlC;A+^MldC9Em*X5NCZRS2}}0>jjPtjdZ;V_yHjOmSZ9O%T|2HvU1g~N#(G8C08I} z?OeghL9}aB&#06rB7Palg7+AWQV;D)_o^>7%(Ec zFZoC~<8XIo?rKra>Z7~ivTkQj@gd&EE@P5Upao=3{1Fw*q(E)&b^Cx&zJF)t_)yb0 zev3^FVVsPXw=;*tuk^5dBenOQt5M`Wq?5)-{u@zo7bfF`c`6jz&u}$(n!5t40-gQq z<3McxB|MAaVG#BjIDY1XW#pdc>e*01O-{W;*e{jkA?>`mpInW#=A}mi4_z!sLIK>h=hE;_OPz#b+BXh)m zDoBv}EyDa?a0CK4+%Pb3V3y@z&#Ew&xScU$Vp3M`rw{q_?!S)qaxMvHzgLykTBQW_ zt@St;Mvqjmg`=n29wxB!1Tv5C#IPSF7FF{xcoG_LU=?O>ax4x3zpIY|gp z4*ilsKukZi$iQr!y5k-=e6Y-c%#W_B6^`1p5$h~giYu3+r|!=NPoVq*OJv)|bHN+= z&ABgp!RbpTQ2sWQmZ~`FqW*+jF8BYjW;*`&Z0blf6BWZUc~`rV3fFaU!SUPEt;LA` zb8dUzxgI0nRe?VG8p8i1$e*oQoIUOV9DO__Zj3Qd?%4Kpfpa4- zOqXM(28uqKxz0^B6?MKp`Gn0oppSR)U1|3vr+dzYXFjk0W}+IDti3{Ko$AbRjILL$ zXccu(9vG^Vfp5Rm9qhFm7lIdd9U%eT_KioDzL8MHE5##jg@-I;l5aHJ4jR15nJ4+% z5uoNvhJE+dWWX04Oe+A2MQR_^A-5r^?=AP2m|BvWU{k~L6!;p;XMqmxx1Q9?&yGAw z(S&Q29oxZZi+$)9tiHJ*@1dD6)5pz2F`Q8f{v~qY*%;uNamQol6ub&(Yvy@8|@AQv1qFWZWNrmp6IOgIm zl8$spTQW^+n>>$46F$9^AlOHX_g-}wz*Y(O;^zcg>OYiT|5E|nhw@Fn=d^|Xl_!M1 za!+(40$Um$$d_EVX0b+&hE-GTsw1e!f+qo1Z-B0flDfIb!n)yo zHxx0C5m-fBsodgBrAM&@eA~?KNVhIwl%)RqF#hdDrm;>+f63Lm9G$5XF_+vr@nMRp zyvHv{r{qnkt@u5MW~hqwZ`5l)Z3|^v9~)Bef^-vv)eW*8GyHKo)_c5 z+J@V=ZCa=Y*ha0N7TQ#yEA11v{UC}}#|&PUomADmq8k#A0eBNL5F#YvJv zwC;g9XH5d^Q2OUX@pUGdFH~-OZ4GjCDeOKl*SY2TBsENRwPq_fE3(8`mu$8yx&gD* zqHQ-?y-}HC7WVfLAfb!}@k(UJ)P|#tTa<%DF4(Nir*uEc{*H6ByZc2>)7%D%$5Xy^7^y@Rf?|18!>>&kZ7Z_?nq6roBa8+Vs5 zUJ*1J9V=C?W+{%z?zEm7*$X+2)d@LIjA-ObdLXP^)RM5{?8ha?9@N{6fT1z0Wcjx? zczdbcd6%o7*GD#|DH$xO^t-1*qS9x?Q2gWV*_8NN+QAtQP@#AJ-BcgQ#TN5jurCWD z?kUAgnYLzkBA(2=SWV2i%f4_Q#d4U~!NM#ok@g51u~GM5PujC$wYTOXon0>5f3Vd6 zn5Or&V*xs5<7=M4zcY}szeNsb-tZ<90#cFod;0|<83r&g{6K7sm zMWt-||M+_EsHFSKmT$edfwA>=vZ~@UWvvOq_rskfd zxESU@D{~|&;y{7KN=+1y9AIJA{ju-wci;cqzwhCkI8x_`_Tv41jpy_6LPv45sv+gw z7gt`tB-)nGC4-@7srTLM5XBWqlqd&8icL4X(O_z`n)U!k5e2$RMqpqL1=#Dw-+GP2 zW%|tpp{C4=MW!0Y&xOrg+Rv!c#oPxU8UF3<5W(`y`~}$*5Fuz{Wb2+XHYV{EvVGdD(LX(FU-TL9 zz7&mh8kjznS6y1aUq4^_OEj@s=3cr%V)C_S~=m}&TIZ; z3G#A;Cjc1OJdI59in7inU8~7IIkxO?8T5wa3iI{`Z-*m+e>^B;K&U$brSw??nZo60 z&y0$L&Bo0&$rawwzfDwfgGWNFVa-MWjm9^!0PvEtZ(>?);A>c2gKWkme!alqNO%B0 ze24gqHH;)iMX{DoBZ{!yuqFU;WAH-}F}4I=qFb*&*J9anFu=XPPFgKa4`IrJd@CJM zYP4A65X0f?(-tbaxzmZybS)F^m}@r2O|pfd%Ka;92-^|y^10x|eXQS}%IZQ_*e%+T zN*!B_SO0EpR_wD!5P<^D`4i&{$>}KPT6Wm%;4UwhCQ^Heh-TU?(oN3Mr9dwg{j9-x zeijzYyhh;9dy3gBB*d*~v*B>>z*APnas6qw2bJ+gFOc|3w*vQv%s%BDcf`M@?j`b( z5rnAM!uu%1C2i#AX1a;rA}F#bB! zS{0MOV2)_&^O@>&84gzxK%A9lCIU#9`T!M^C>-v7@OaAE=Hc>DcvA7zdwugRIhDS) zLH)20ia#Q;RG#mLPwl-vgiKh_^~QY|ZiK_(P=h?wZ002Uf+st+G=PZ9?myyiQ7WAO zxA)e%V4&&`BZeW?9uQtRl(b3Z73c<4I&EC+A)7Z^i%kHQ%VeYx0=(&s7#67g@139J z@@JB+!|rZO%-LK_T~xwWpBUM1>y!uKcYk06Jn){WUyBHNVB);8nILU1z}u9{_vhax zA(bD(^J?6Aw%ndK#MSaCokc*KhuH51B2K$;cnxlf0Xp{4H*IdSR&)~TnLCvJmi;j4 z^mmH>r8&cKZi&{b;_uCOdzF+vTC`IjfrE_i;j5oJlTs2=-d3kh$ZPINtfDUGXNSBP z9SU939@$;8+}mJiwCG|lRqR$*Oqxt?A)1YI4Px}0+vIC?fs(;4MXSKgZA>sFp(90g7nwxdsUr_{wK!wGV??ASagUL;=Ik-lIFP?sfH4$ z>Y_fv?qU|O5tHEz%cEb4$E1Xe*@`Uv?kWi%!qAUyhOoB!vc(5of8&jxj13?q67$RZ zr-Qg8kDEOEAJ*+}j*|*|jOKxSx?}A?fcE$GUsm^UFaWuum)fEQP*;RhZHkPmM|%L^uUbG7z9B zqe}LLr;Tj;!3gBYT%EwI*C;#IXzGE=+?5FsN1;7m(i)VQfv+8<3^S8pH%EHoO3nGC zRpmrRnX1iPI-%CKNnSY2Zpx_1IW^L_2GHMuodl=zLzMwYoRae-OhU*X*uXB307ub_ z!)O`Ye-Z$(PFMfa|56eKzX6a7Hhw7~V5l%^`r#Mk#dtM&FPSkwL=%C4rW1Nxb*2)P zKVyDGf@L&h4pXPzFE3fZx?OJ0pJ-r9iEs5UpEpm>S*_1f_cg=9*$k82QHL#51pwL0 z7&Ol#bK~`cwk9UmjKa>VDW((LN-66Xa-~ElDm>gJzeusR%PTSK_!KGGWk5)t)rs zs5y&Qjw#Imqcp3BafV8W{yvq7gjrP`eXn+MSw?FB9X_s?eQ{Z-=2?@T+B@I*AnuP! zl}3~VmuvN{_kc zu&z4i39xgFqll^@4}nIFS-y`(JRn+yvc&l@suqa)!{P1nzVt_th`EvyLnfeOR|LJ_ z#dia(&D|e$$5Hg~lF{c$qzB>-?4tgNoAA^ z+RNv%o(1vS$pMLaQ)gp$4KcSX;>xEQg9dU>4wrAm$%hEKhyBH^)smKTf_K$jF5wt7 zseO^T83d{NF{o3KFU?7uov=RxDv2Vh5tIg?GxaK~XGss!q=;3dkG7a3j3aRCPkET^ zu5tsb!W*R$-jbHXfrzWE38XX+u%0-Ad}Ld<0Bj4Ki5V)A!**tz4M_AQip>7p`&z)g z|G(G%fYLnc!*?>DS-;V}{Lh0wFt*VxQgZth+G2enYqGK^`3udaX_e*`xDx-H4A*E) zqb*pfHn+`cuhR}%(H~F_oHFr2sO*xI&|WZ57ayA1thm>O=?shiFfU3KWRA|BH#y=x(eIEht|P-CyPVkY_WJRyFxhdc$12&0n(1SIurCM%R+6T%M$*96r`+8vpeET1L4RBe^D9(-WxqK_;`;hoW z^L#o|G-_0w^}4b)wT5<)~jc)E=NMG14e8wgvd8ixAXu&ndAOKx*DkIyo z6F=MFJ+}6sr)8|+J%Ul8>WwQoj;obBt!xAr9pvZe3T~C8AafkTCQtAX8f-u2!{4O`pk^RxS#u zX{7A6Mo5LX5Kh&xZP0M3P^?WOXJ%wJ<#a5)J1vyp zM&~_pF`?27_}-JPC$lOG`Ud{We2C{RLh6jWH0GdBi`yDz&IEOT9PHbVdF(5W%YjGu zB?oJ9|83U<%JL~)0?D+h*mO-Bo^ij|e~sD~UrHY6s^#AdbS*sTW0;1R1XtIN`NbWS zb{lr*w6&tEKaYmxHfDbZx43dMyjd>F9%)||+18xvI927;67CA;S}|V*9o4A@R533+ z#U9khLBi6Cqj2vQk=|z9-N0JQn4#fmJJ;Zlo*~lKoc(=Fb^HQa7xtT_fAdSKMEn?c z)DGdPh=ZC^?T;uW)#sd^&xKCq@81|0FK^fzVrl=mH38Ntkjwq=^!Pl$1itZnO=>VS zY*Vd^MLV<+y13&hp!~Z(WGpX=@A{O6wOv#??sNlvjYEu0y&YpQrXJ5k ze_N7!IFfTxZu>*;5c!E)Upp{)Uped*BfR0ZlC_AFqAZt#0z*Is8L;Vggn}_qJfv|N zj~Ow%8=x3=l7r1_lS*!=es^%&U&3~5B{lutGqwj*11Dd@u1#lX-42%sl(qZBftP&O zfI2i@b>Br@k_Zj-n+w@<<~`%Pu)&@q5twujNCwchOafM=g6DKpX?hmeawZEVGXL@a;lPjiA! zAowb^KN(qt?44hLw(_8bJOf8FmBR^(XML1g8pG=Ce*&YSrS2IsP(d*w*#putl8Rl* ztf%Rlu>#a{lj_Eu{;?F7vmk& z@>Jj%2%KLlwXgoHQuzPZdjI`lBhAW>?Fo1du%No(^6QCY(Ur5Vt=vhvYhV7;AFm)w zHV<3VVoZcj%!626f_2gw9$8s&($;Sk4O2AX8>L@~&a}w3> ze3X}|%;|R6cj}Po!=9<5+)Lw~PmSh}v|bO-@5ICpKY@EbGxK{E?ftmodU^UPi3W)> z_nxraLOtNme^JSQ-UaY#lo=fW51)`u9E%K=3{|ZW4fMyCGmWVO;_BghtClV=7W{?8$qc#N18l9 zgS}wdE-zG2nI1LP{h)G{J$Yy~%E)MlMqIqZ9N*N?!4tgouQM99R0lLyov$)C=XIBv zak6Cxt7Xd~=JYGOcbj3L?UpOel&ATY_G9yi^+~LZp{2W*elu^?eP;t;h1o@P zC?AHR<31(&Dz|7W(J2zRC|vp2rC_4zs{;3KP5l@RQ|!~D9UPd|l^+ZGa-o!Xr;#q? zm^G55)10*tCThSUz`{0P-;E*>e|13o(|Rb*^gIw<@L?O^&*Y(V7*j<0LB4Dn_3fmF{&(efu>;NMK4l3lg{{sy^Kq76vX) z%vjC1^22w4crH3erjUGNENtoB=ogsP$8-{Zr|jCK++g-f7J(Zw#ptEC_3H`7Iv3!o z7yI%RFuYm;-kyQ^}_ltPy(-;dM@!95L{3(02B2MePsMmHj;v*cDqh8yFoy z-@VMNwq_c@7}^};Zul+dykkG+$tkwfj{AUrT6}^PY_)!+Ts^&qAnO~k+Saq{-9XMY zD((4%#shI68pc0ER4F)I3ndmQ+zNhy6BT=|j%8={Hc!-1yy!zvC`^^O%K3T01V45V zT_!;Ja!RNo@zNm$ zjcJ0yhT#OaJ4;O8&`1LXpZT>&kN;cHw5MT9A4ZbXQ0-{7GK%EZ_t+m#7HWJezcbcO z`%V821xr~4Y9QFV2INKdW8)TZJc!p~P1dtWGPn+kRJvyhiE6MVC2wko*Ha|;#+M3^= zRvdyliZ_Zk0NgG9hUlxAj?o|yD(@!RNrbxS4o6(J_q7gsgG~yfG_pfNnrnQApYe8W zuNonRX*h8Df9~mjtTja4Ws-P-$V%+_g|<<0%bE!-e~{w)jK&R>e`PJp_&eJR zWH!MCOJHiUeiOgJ4fb%B!Kz9^v}{JXFj%!m^b9k8rzh4c@MqPV>Vkelyz5BUQFwqG zEI0Ed#aKnqnxp%$reMDdTj!OoZxHyDlZNu>ler`KOFTk*{wS!rDmedYwa-Q&K-ME0ChF@b|HUE4pTjKg@2#U=D~^>sz91(i;D zYzLMZ{#kqrDC+YNKdUwg`JyYWe>|H23rcxF5)a~u? zL$*CF6hL%vpEL%3YyE)j)b?d#!og*#_PPmo1QFa$+U2NG$*UQfD;f`&o>qwJzf`I8 zt5N<{BtDtY;7ukXlFudxh*yAqeaxfM?qFTUvjh5vy4w8K4;*?QH;fBsTo-o0gd1}ko zIx)l%qiWM1tW7zhohNJ5Hj>`JtH6CUB@4tu=^tCrLStBATi&l$Bz^@LlvDd-|MhBpm!|Z? z>w&JUnI-h%V)PNWFU;|AyN9ry&5fL&UW!XVewp#YKSK5fj2)j~z{Xek4xh`CEQFVQ zHp=gO?tO1_J?Qh% zQ7p$%rbO;37);l+@>c#S_M174mlJSxDm{6aHE?grS1yrOwrhkL3Ka|{Z%WnOS(!>& z9Al1qHI}#_>r4VpB``;jUtLPi@Q}FAOl~=5&Xtl>9h@i1drts8EnW%Y8&7|F)uE7q zKy|g%rF@I77#-JOdHh-orW^}9+71jXK5~;fiU9p&ly7bN+;{wxIN$x)z6qa!BBp!g4j*ZJ?u7J^q8^*e%Up4`pC0yh zA%D95f;ZsH*d)}2IAWAHQe9|**jVB4pSBEt8o*@@*N2N^7u^s37j$d%A8AF_(!-l^ zP31FHvAH&eRq9K>di(bI1ORGsB)A0hg%)v5Yd5)i$dDbPi_BWo8}Nw=xlI~ry)k$O z#(WHLT^-_yO+PP@597Q5FvGXT50Ku5f2eZzTAw#Tch` zkPpku5}O$gC*&zYa_*chm?BD()^j@zdP=*2tWQq3yj)B~6ljT>;uIxTdd4%^Cs`ic z=BJ8sR-cOv$77E-OA;qIo|(p`^qC1L4kzsT5TUL>?9fJJuj^9BOxx2NVE8-*=^U@a zCbg6c`o08vzDmp96r61$Psdujt%mw?WHb3iwF1mT)zj1++rIxL2n;0&FW3V)c}{2w zIAIhEGl}u$?eY;TA<{WokNDNzq4#w`zFIoaffWpP6$I=~HtNd?H4mp6kZz}`=W)Z@ za>`dl=&&(^kkK#o%(0fk29_ZJ(OSH+K`I{X}kFUQ}(tBT0uGQiN^LpxneZo-6E*wwjRV;ZdS5hAgvwhQA0IFOl z7QKZix2Q@Fjebdy)Gt}Da<_?q;LeFX4yDRgJ)tTc-w{6R&FikR`)0)gr1lWdFO37_ z^sD&Gmza0%YS*~8{v2Ut-xykRQGU7gN2noF>G9w@Hq+lkZ{=pXx@A6TbKl`p+hISmH=lWLw)TmGERG$lve)tppE_dl zd*y7Ebku2;cOm{#U(H%hG*CkF3aWxNg%+Z+H#+sgcq|{yJz(Eo&S?=mTsRVtbOF6< zZoHbFiajt;?lA1_E|p;M3Y2>Uqx04`6q7*{wtB(*xPtH?>s4-sdnC=BZ9tgi{_~G> zt0H11ENHs*Wk-XUAo_RQ)V!p=ImIhTuzwC7STTpLTSQK6Vm~2d$Lj#SM<`3wky}Gp zu?~W^YtzR=9xhpS(~9MUJKfM}Hx>N`@XZRuhvKQ-R`!4unIA84ZOF#EhWKJ^;SvM5 zXZ{B$LHy(XOLLiY1dLVDWB=*E{5vTREFrPHMgDKRXv2m~fFuFy<|v`b3bhkSL*-x{ zp2s&>tC39ouAbwDODgrqr@l`tUDr^zyk(jr4xo@aTyhoohz6Azp%ndseTK9vsP$CI zjlObx)vT9-%-g+qn&w`FET%I6Jm*=(^hZfUMJomE@PmzF@PUnAZST zN_4TF%;O#FksMwm#Oo>)dli&my!6-al1yoP^Gt96X@7`iay_jR0*$)G5Vbx7pgLis z8j}uDKXE&<%guf$(_Z6h=2X~;%Xi-sDko5 zBD%WVuVnFKWx;c7Wx-NJg>?q)4CS4Ed6YbP*3!G{>Mt48m(5=&X z^VQt;7N1Ch)wk+iOTI}8ZC7+17MbHixXc79OYAu4QM&tr*HKZT) z_5nVCszc<_3(%#(`L}dPi;rN&C2*&1F^1Yh~k^E&}+s5<=W>WnTb?`(fzDCSL=M2+y7qN7ph=Saqf7@kpD{i3j(Vz*=<+ zyZkC>?%PyDl21fBgk%=5+n7IKIkcn+EKgtA*wGY#^_d^DWc=(sP~oK!P;R7ie5j=~ z>9Jdf0Yv})?pMcMO!o*+(oW_<@+2EP-A__Ih^meDa-))Sj}iN}hprWG_63~yWu1Du znX+ZHHf?tGrw^H%16fwcn=o=b~ThLwY0h8g+54xn}rOFVNWnymWi zL#xjIMM@8_e2esx^cibd{Pu6SCIgXcTq{jtu^SL19V}t)bhv~y{tZ20mlyh^i4>T6 z!8h$o9pB|}o-fy@f1sx9l8cUOZiBK{w4&#I{l*Jch^Dw2yU2*a-L0$71o?c6Sg9Te zsJl7kWpN$fp552b#*U5F8A=haUO63&&|bTH+FRpv6$szFr>sS&v~D`=4%k=>S!?ra zotNGd7Fi-$VwPP8BRU?ledx4EiF=|tj7Apaa3IBTdb*z%3^&pbFhGVIw!+wJR7R}< z$~oS}jTgy?c^0tg_ut7!52o7={x`3VmOr59WHByDW#nF~(; zOkd%ABZp||&jm$<%rtfzF-FauO!U}$DV-Fq`6ZP2dX?R=w zgeSBqCU%$UluK2dsQ6(pacFk@H!4^M%zCEaentw3EP)RqD^(alDTsJjE<@kIV&s0- zZ;=`3XAa*uH8Qz%+QrLi&G{!I8*fu0`{Izj)nRdAj;gcr4axu3GVG0x%?lBWyhE5s#6KTWI0Fx&Fx4{>q5H6h zS?mjN%Y$pD;Q_?=wfx;t&NV^)Hm-6h!=*-REk=-1%axdBvw87JU@MShWG_W2Pl`?H zdF%g4Z+%Xf$iBWbG&|vxb?2|VoBMtp^Uv}S@*=7Xc(?ewoGDVdv&O&Np&fMfTK1SE zyIA3~xY6Uc%SU%t?iBN7a}aM+=cIQnTuH~E$B?2h=2Z+gOWKG2MF1s2hi9JMvBtmR z4;l8IUnO*Tak$xyZT{oi1G_&K8@B{YjePN3!AD|bPf+41zb8EDv3nUOLj_vZabyqU z6=A-+^;rC8=48Hz#G1L`6kv_$Fyp$q=k_rH(U&#CJGmxL3f~$6=$O-}kT~v&&%33S zf48^1f2dN9mX``P4*?ohpb^T-|(r`;GTJXn~7(7V<>)K>yQeA z=u2EE4)uC@K7iF@r;f$o3_vLS zTWI5${%YHJdEyV%(@_}&!~d+a_vclRy?Mf$5XBCD(z7n(w{ zCY|bIXa1O4j6e5$-jMm%9KyD+%OR>H{q_zmwWv4eDn^qV%kHG4SP5QiQ#Dued0;}0 zFtdAuW?BDT6870ZLPN3H*f8S~TkB?^&z^?fabq$?h(DiX*N9Tuo*5KSalobO^uf@? zj}5nUKn=c|Y}Mt)wnQ^XU+Br*3$~v(D9r%5j!Vt==r|rgv%g2LGbBN3a5y)=7lby? zvvc1hzc{0y5ly^n&xmgmQapL6R0rF@Nfa_5>+lfhFJZDup1O#EQu<(Dbwo@?TPCzI z-uhbwKO72rPx26Nt*VfV$W7?2zX>Dp0-1*e&l?f^oq2kg2s5=7%#I<;Sk@Y1SdJ*m zf$)t&Ti@J&7PjpC!dP8DXV2)ZTx{Q)9EXZil|cLA{iP`!(Y&(Y!BDnVgPWM7wT8Mg zA{F{G{L~4YyN{bbUphRC982hAALmnwm!ZIN;*g1;pHKP}1ZN6wzO+^j%LO)jO@PgZ z3TfBK?49lM%3T0De)o=c>kdHQ6qC36c=N1YAm1H*Aqp*ch`m#TbREWMtJU7pUL$mU zBav4@G!oG-9E0_U^qyoP!x;bkCj}SJ^_|1CsBC-@4&>s1z-Z||2ZVJy?c|0P4d@~n z0|&eKw#4pnX4;mgdWP(%jDKW40ez~6=|#8@+^U7qBm7T28LwL-4ZzsN_>sF^(f#7G zx0dQH$gUK`Yh7)y`$`Fcp3<_dR`#V^VfChdLwS=6`?6ApkIT?bX7JT#Co(fmK? zjK54}>EBt3XY6{AXVrg&=UN$*B8zxm`aO*>LBz z!jACuO(uH_IGzrfhoBDa)qCIKd314k#6;*zuI{CI!ajZV?~U}Zz!2Nd)>k<{&yvda z;{kdBu_Gq8nM5)!O6-Lwljsm}&cCo2xIn={K{~DXC8DFG&R{kkzco2R-GJ~r#v~k7 zXAkT(2+88c?ErL*fY$8R*dIK#FQ6=s1H`*J@D|yPsl)}(jk4aiX7Z@cZ^JwPWdgDE zJEX|qZ1M$Eiafyse&)W}14@iIhZeep9GFo7xUjt2UTsj-{1#=BELSPN-DNyld_x!C zyyP!GXuS%i!gJlZK@ngZgZyn7QW*|#<6ZWM>_hwfru%u%MssG@4D%)xfN1$6e+j)0R{%O z97ZI0MoD*Lxr3amfLe+(wmhqA23YKaB5Y)J2Q+#|Q)YC+x%XC)fhL ze4-cHxS@q#Evv!Ga%hP8IPe$0Q=oek;G_9CeLt5>s+658h{&V9&srSFmy%Ms^2S&f z3dm9izD$QP?W!JqXHRYL(D64|+3x|e#eE%&x;ra#Y6HWUdpNwLJX@>yV=nA&|5vXM z68snej_%r1>N@)rHc!o^y&cZAJ7qIx5wJJAY%^E`lN`MN_(*VR4`;b1_L90N<`Z^lT_W1IKh zH;!_#d{7=qy=-n0PKJb!c$)-9sUJ(oUIywWy1$j;^Ro%oimd|_wPdBzi9vtdF)?Et zp>M8_c=Zd6XyJlq?VN2d#i}}Ua{+f@QXEE4K<|Au9d+NWC2Od*c&XSrfn-}fUMU^U zIITHYc)&zPIB6U?a+uH>@nOfQRF5MS7_Z@DmAyv95Z8f%uKX}e5sgU3fw@bQ!zY7o z|LZrq-51R9PcM-va`EQfwhJsM;q$JCDQ?TznjE>hviEI98_|38_)d{o=^34%0+{?b z+@9Em)0M5JT%;M#03VCLHySJ5gX<;5(5b;3J3N?q787-aT@r^7pNi+jMieBxL@XXuO6Gtatq zfdzJ1Zvc(8B33f|qs>j!S`f7b9_#0nM%W>e0 zF%0@#a(;y_cPm^IeF-^dvw8<2?(=Es{mQ~qyHERnX`HP;s=+c#fC5aeRzGNK8h=cHk_=t3zDY=JJw^s` zGFC0RD2CkrV!7g_cipeLHfq86mD#+Z2sgcK# ztYsR{UO3kk+)rx4j36h*0@r%;-kXIO9iljN{p#z>kqes$I!hJV#i}bxA4qiz=?;td z&F#NeHXP8+%IJpx!sp5Z~hwfR3`492-ps?HH2Z^Slw)JC zJth3g^m9Ml7k&e&+hYkCGiNJO`pa=HnGejI`BR$(TAWbBoZd7zG0R|9uQ{KqFDso7 zXw)dl5YANg(|^KAx%>op?6snx8&PVZP(XjuUp;kX-IZH4_?#4XlaF$;3`4V(T}jOI ztFs*IYiG)*UNQoij!P<AX`_y)UTFNi2+0y6A%(dbv1C_Yg+(JmMlKcJF^8fi(K-aoR(IJzEje=jDLak&l7(tPgyq z5+9k_0{d5tWCC-s4PeAC-7hFie%^;|mnan;^yJ;I`u{?3rE)Npyy0%=W^Wz^Sr?Jt z1E8rUyn2hJcN7H`*1)e&k4n|N^j(`8bL;D z4p{mk)*2td?~C;JBG4mmif}*Dx+M4qA`Oq9SEn||7-u8vb1B|_BVAy8z!1@^-ik!^ znPV`R#kwCr5d1_I?N61k$ zArrlj4c9k*xoRqB-0V2}bimwH zivkhkm%LTD2!XFfLq;XzcEEm+s8qG#vH5k>Q8RdBN!v+-Z=;EM<2B6Y2jT_ZZTsNg zfF#uK#yp?7^D_Bk&8koJRJE`Bsq@gL!+(+Y0pPW$(mN~b(2C7bpGLpRDVf&IjZ!j* zq_@6)R+;glg^A&Z1q*;(qwli@;77L0a!vY2!HCYJc?C8H_B_l2TDgK;v# zBSS(@>BtDibm+R0az*N7?&%I-b($d)E2-Mn=%+q>HMqCAUv5Or`tu>oY+3ESfLa=< zVK$S`ScRdR>;}=NEwp^68t=K4{md$jDxxzw}(#^!1<5GX_iHgD@?o z0rIqpV|?2Pi4v3j^Py-C{p}_^${!6Y{|Er3bY;G1t5!yg>p$ux%yuFK9rn3t22({2 zQRE+Yn47--xbd*{DwM1qmpc}J+_WsE)*BVKgOpwkP6C=${b*umReijot*Bx*OYQjj zH8}Faizt@r#4V?m>TKeuGuw+ADljuWel=Qs_({E+@D_Sk|MZ^zZ?{|Dl<3dU^d+J# z%;QX#)6I-~$+12^7+)owi8%N`&snO7sX_Pp*o-z%vYHz=A)$x-fP-;*wziFb3~} z2@?I3JAAfa#+E01=<@%N3PxE*rmuq{Dpxx5!2uqm6|r6I@4mYP$9_rtsyz96{mg;> zwwXluRNd^HTfSL~LHKq3Sexh@fMS8s!%-s}uFz^iTckVHQ)$*DU$|*vGyxN7k|#n2 z&zEMk6~~ZIrg=9-DVm>)U3J{p+~__zO8{0ch%6^#1%UOMqz*(7B~lL#u=8WD#M>JAYP9@2>l|WTkMO)_vGzvjuD02xI*GJ|nYy7ev;!v#SaB z%6`2reqSr-hR%P`vnT`hITVxq&7Y(#G?fL=S3?>#FTo2cj@%&6yls`Fc6pJ6w!J~^ zYMG0@CgKCk{1A%DUY~r6vtK2ak;n&3D0!muo8|rEdxsS>$ma`hq8M{SwK{UZP#p6V zIiT2LzdGjorKaqNX0^+62H;e^H?RAu8}-{vG6u?o%Ic)yFwmXdEnWEZlKAN7I8BZrfGuI#QL$&`Mq{Wi@v#M{IbTEPm%|1syC>Fk=9X5D;U#B8tO!()=q+R5IPNe&7vMMC5|RH>)G-FO4sfYP>1-%1rY=3Br=lYb@&}epA?4Cv#$2KjV7yxTILi z{E_BxZQx4anRXTBRGXTvv*I`9a^#<>>>vDnz@!VH+X|inQ4;G0WUd(M3qUolW6821 zSz=6)j)Zh^>@8sNEV44n<7sDek?jBNf$rJ2Q3HKBq)6)oiYrXC&a$=X(iTx$N_uc& z)t#X^<|#B=O)D~ac?(MQuWc)-YYozNL4PhI_UR0TPuZ*{FkeLc=tIHL zB7Ush6@gz?kZxGe4 z=S1hWelASK9)PVuQZWWVmMJ003?9mL~eec3p8QC}M;TUihLh z)<-X8`KEgK4T8s`nd`F6X3Xq@R)z+^vH7@E%M$!6(<<_zYR?Fd5JOVM2UXkRF2I9o z5jLOa){c&G6zi+oRtR6?&F&j014K+tU33m0hpmc=`A%`}uD}&kIr@n-Ur8jtA!W5l zgQzZGLX1(s&f;I>+K>qo`@ZTgS`-JH^q@4xdKqSscc*WcS5UP|Y6%)uvxl*)rOOcS zNzLLS5Po5U7htjNj_GZuoNmSQo#1(qqr>^XJ}}#s&$3WTBaz%mwTw32-BT3Bp>E>M ztz{nE{m?PP{Mc8CzUW&7SHvHiN-k_8<8`|)jtvpH0jW*$!z`Us8%c8Z`bZ-JD3}fd zObx8|5S#dlK7s1Ai-v`f6pMSw_kYWoN z=rqXt!4Zh#s>zvkR=(dCy0jG`@V3Hzc2rhHgLLVU=H$WJ7$&JhIK)xa#Fv0*~Wi#aM{?`WjvPE(&jz}?Y-QUX8WUbY6<8*nTxF-`$9(VPbH?p ziUT98qoXn^8`sYnN0AlK`FYj+o?RRW`2;vZDO||HUS$>NS^6pJ%BDzmv>NwlmI$NK zfl~b|H*@uH#1$jV2H{kr zd}FK641@y>XEaf%m}(=(zlUi`UU`WKSb6dms96$TBwyaoZ}+O-wc5rptZwF;$&}a6 zc=Mh?@{Jmf%4bV9m|2NJ2zkPAeA-*`AV00rk7v#K`$oL%TH= zB6m0NsmP+|N&XS*0Ye$b%ZdwmV$v<3VV?_pbLUC=AMfSXk;W>^C_pT;Uw3$u?bz6W z^;$WyN5teM?SY}Z7jRm>`JYCln?!p?^3rj8VBWY>PIJ?}q_H_`)%^W^j1Z2hrFthP zfaGF3JBOI~Jm*MjVJ}P4XESZ2w3$fqV0QF(#M^^QG`TEnxRQ?HUwoRvV+ex;nW zlD9MrZ9i7+&3GxD86pai>J7P?+GDiN2Q0#L`(nFzPujwS%u=D+u4|yo=y>)Ug=Tf9 z+bjg!sqnP0&AnxeRe&_6=bw{M*lOyUydP`qlkwq>JiNjh!k_>+YtB0Oxy7pyu-31B_5n>k=^TR(PM^znA>N+6wfHwv!n;s_YP` z95OT)CV(vRs&$C)hD*gi9|RBdmYN=edie%Ufo2J<``9lLrvLMQubZt3^jD<;4b{~r zGq-_zhMo-EDdvFQdpK;WrtIpoFm$rx|J_+T1aA1ISeVhhO=I~Pn$KNzuf4Cwmd>cS zV%+M@gw_g&g3=E~`A12Ha>3BFtlyz%3`SKC{Rz3p7LaPMGEqL}$}RkU0c&clE%n0Pnp$L{JoMv0d_wQ5Q!Rbf79xsHgk0cctV2O#?fcI&qlBwA)HBD9 zGx*hd$9`wvp70F}f`;v-UI{3JU2}>J5zNOV+3Xu#Z2bn~Rvp+cD}!S}h6%dIP1a-m z=x~*Zb_Ywu;inuJVPOcEn>O%>iIu-dq}gUz@&2@8kq^G9smaZ@_W}$yj*5+EgF6|6&pVlk>rqGfY8nWWEp^)`%ibi@fxNn7y$22 z6}E6h7g(d1|1#Guxni_|$*uzSO8jNOC0b|s&-xksy}eJsn`3|b0&IQBXW+WWRzI!4 zp0(CWlR_aFt2M6ct*2frbjHkp@ng`(eB3Oh?X9(maa8vdx z0#O~He*H|8Oy5oeF1GFKC)0&mQccZOYZEdbXuoMpkSBry#sjvTYt7)vjNo(}34Eey z427huRcCqEwVCsC3SwY;r+7}i$X*EtszvXMgaZ|i#u z3%#4MaynVoY>UP8n9F2s%{gAsMYhuD$1-PM5q|nM)<2$RbW%FsGiIMv_DhjZ=kb35 z?tvZcz)qr~OXvm-(v;Z31+G0nb9kz#rM(jm^yKbLEC6N6P(7|wxwAw!THJe&@c&-v z+Q$NUx01bl5!92j%ZVaNPk{_qhu4HDYTwN3E#V2s3tx@XjrbER@DU2P0wo9$5=5JS z+xohtNVl9qq&;hEvQ|Xf&lP%H9LgOoTRa2?CDGlnj zd7$w`V5jE_HX+*T@snO&|6KQp_dA7<6J31qLTz03_ZkKuPVkIe8OEI;6k?s-Ojk=a zFE{BGS!srYu;Z>e1XzsMlkXpUXUxr~Mpk3Hapu_yv*Uv~p|Ya`3N?qYCrgYoS1gW{e3O%M(t=d_6oo;HX9A<8fo-^#K#KpTsS|pEiAj_k1@ncv`w_ zE3(xC;`k%^F|?r8?zwGzzgRZXG%EfFarWG$e&?$66JH4wu2g-FYU7rhr{?-RHly_$(2bMqiZ#t zWKP^!Z?>yFO6hSFTLS@;2#I+wh)K!2Jnn-XOB|ADHPKDe6Ix)+0~1G`ouwAP!$kpJ zhsk*xNc5;yE-=z&m~SAzN?#ML3zz$7Dh)r`OR32!eJXVqS3NxW?D5T4m5P%i@W}j+ zrE&)r{>9(u?ih|pQe)N%8fHZL?r)9dM25t;>qi(TUcMYd;a=IZy2^&T%=LB8RY z;uQ0#x)&sukfQsJGa%e@SX;PaoaEWH7VRpX3ch!&sQvg?J~QhuJet1PmgTsn7nQ_^ zl@?v{wSg-gT+{?_UX(BiIlbRX<-L17=Z*JF+i&LG8?P$UxyqsX68+~cnU+R)E(M4P z*bv?u1%(prThhtE%bYEQZ<%LdHhB5B+H9i z&w6{!8#Wfo>!U>L0IqiV-pfEp%qMQOz$o<0POC~j#`|}HUJEVGxKkOi?SF2wHl-(B zubU}fH(fS-OxvQqE8H}v(akC37bfz{3DTU??wjg;*^47(^@Zh%7mJp;Sa;7>b}jZ+ zXGJOL%}F2hPseMfm)H|{*$F2!oybvTTy5$yrf*i@7TOCk_R+{U(6jZvT9B6J;EFMa zCc0TpCRZ2IisYzx98AAgzLQvqUP-7+lcf7#l&ZV<@f*m7onvVji0m-Hu!Mm1u;X>w zfi&Kk0EDMg8lYL5iN1{O(J%j@I4Vqi()ZWcYMPE#J(>O$yIwdu_9d4tqsK<2@Ltro zho7;u3OR&I4ewN5p(mLiPoITCJkqiLE+1=MHM`)SA(ub*nK8sm6!GJl_*G(ZHLrL$ z20Vq5WK3@qY87= znvd?R71F$X^yU!ZIZ1ZW%s};EN_a)6KYsC7V`KPGb(_bl*HQ^ zAF!qVP(7VX^Zd&A-Qh$3Lc9Gxm4(V$W6dS}Gd!rD2)APdwR+2mYiT&S@>k2{X3_{# zj?u%6Vj$G;N0n_`p1nLdZ>>EmM6&XK< zO)sIz9VqvL7S;Up88bJAQOuHxh$;LInBV6sk8{YZVCh}%dak0plA_+CinuVjz=w)@>Es;kzR4C+!(id=o|Tc>VSas%+U}+2+x= zHg_IqPd~S|%Bip1os7v~1UXSp4p%9z81f>-(X#Mm*fT#fA+!<>Z@~Tzj}RaTDR4T@ zJ#GF*n(}rtbuLZ(>?-Y2Kpqa)!FrpDJWa^Y}y^KQx^{Pz`HtJuSCcz^FZ^t@E6Y zEkTrjxO)c3P(GJnk5jK|UeZ!a^y@OZi!j$M7S^?dhtcZpu2ohkl?K3eo-l%g1!9qa z7<3@!3%t9D5XCXxnVpWT#9zfk*3 zng3Q4c}#|KM(aR1EjoXVxs7j+tvlD8qu$?AN60fcBp9=1`WAeo#VlAMLJgby7z^|I zcklkL^iA)Y*=9IiKs*!rLD{{2DNi(WGl|Ism&o{7! zDu1O>ayN`3LR{>K?gQxXWF%rZm$LQdnb5X&!JuS%zgn|LHsc#gJEF&ykkfX`FoFU(`9(Fp3J=yXMO)fR)=2%qk#~%#VgBEDVX?i_p{pQ z)UBJn*zB-T?@PX$=f(~6qtTcQVA%7gkKkHRzw_iAjsersfqDR7F{V4+v|Q^&t(nuv z_?l@mvC+BnY@4oOwB1DX1nSnc(Oj(c5ywI8^XF5d_) zm7mqTDZJ8}-a-?J;r6+T-uop_8q@{q9Af=+j1n>gFH?`AS~&#k7W4D@2+8ipX_6!0 zlLFGiQ{c|4N;3>vPrP4)lUn1DrLuM-?Yw7&N^ z<-^nawt}c~ZZ2eJ#8EnY7J=~@Zn2iU9`leP`iUR0^$0-kG|0)mSrL|WFr;U+XN~>1 zaiT`T?S&FmS1ITL8oY!`HGH|R=cOWoB~RIM%j+j4zvt<$uk_&6ObR>mYwmddhBrY| zJ=bn}W}nSQVWt0}t-eD#mykvbA`(8Pf5>k$BCI3*X+znGBspz4ZyWhv{Q7nU61$fp+`K+>f;_lkq+Rn&8uSmuxTXnvOv= zna5*jP_%u|c_lB-&$^o%{F|HumyegH@NENW1>wG%aGwz$>@s8X*+Q?5SG)oz zyjY=rp04()9#{2j(fWiXtp(BWo2Gmc6-kU0>+QR@{5Jd|i|va)H&Ud|!BfTa}=Iy_F3V6|CC+4<1WnLx`-PKM>MPypU7iqs?nILV z+7gUm%`P4w8`tgTSri4J8dh-ETKbr+sRI7jJ9Z*GG8l)spn)86T_-uF#!!flaMpk8R*GJAiC} z?pLfz4>9~X8!32a_wr)x$3H3FG(dd^C?AGnHi&sY0HO#0oN*$5^zRP-gN*=&;9spL zHsqcD3@PpX&M#~!nz4S=i(K1eJ-=90%idBgkdW*bd2VLl%dL{pC;!C0&VriwQBUp{ z`R6V^@kxf|IB5v`;qLw3+P?_lxYtDKcADX4-N)Ya#KoXXr8-8yIlsT^jl^)v;eUOe zX-)Zj?7kC^Z})amvsdLreCdrUHJ&jk{+(^-h(EBG*IsUA@3is6Df$@W*@jj?E3DHK z0W`%Kbzan$w;Vi$3U=+rDAuMqxt5+m-wH5!)VX<=V7j#`Xm8zuQi2Ntj6zX$WcA0` z`63x=^11AG<`6jhjZv%T-m*rf2PGh+LL|Tx<(w`mj$5ZZxjAbl(dtm_w@GuDxHBo4 zXk0yZEk+3$ExL8g=SbByGx7$Ic_N18vo3Zh3|+UO=)i>((^G8Fkm3qW-IGcUotTg?R=K zxgPDyu23`J938ydg*~2`<5*a%e^53#1z{~AM@PPt>NhZSk}at6W2{cDSIRA)TZ=Z213w zu09!V6N>y``2XI2*_ZhUNQ-gdIv>rfx@i9GdfAjAs04-m8>*k>-p_66>Nz#*5>v$n>G84%!g> zPgts=3dmlx_bU9kNh`_HgUi2cfwV`1@z^dTE)h(~yc9b!6b?8ZcYc>T0CkMk$n8Jf2j*y1?7 z)+!=A4E!Gq87XOA^Ii}7qNbC)gvy`9>D*GLn@F{F$qArD=z|ZNO%?;cJ-n-Xwizxz zerFFhE>_ecJ|nQ>yu{aOblq5*-%mgn>np_o^aaQ9hAa;@n{L|==-ZybJjgFI^2C%1 zgNe)! zIf1eix=kG}EUr%Yo8V;>{+4X*pk3W+nv*L>SWAx)^lu<6%#+XRI?IAAcSd}fHTi+h z4k1MfUwCQTq_})O(A#x)`7_Jyqtb7lT9(UMmcQ4^M$DL+#EBdIjzpGyE+cV$w7r9M z$s3Z?BdsgQ+^e+&Ma@uWOzi6`yL+ymV|C6etF?x;cG>&wnU=i$vYt~!rGmSNWehMy zRn5Xhh=7A~&ElS@xEBVTH?REMTvf{G@}4;7L#dx@qy_#k0`{`TPQeYhF+~8$YtvHZ zMtW#8(9qh6djR?$FaJOkBIxqZ8>0WpMI^xYTna|exxRGt6KZ+*hPqZ2?dgaIG3d>6 z7&TT)2yO0lw9Uf7?Vw2s1DlPqCkXzfo6OvTeMa7yc3uwqr2hMi8{8-y|a_sUhdBM11 zj0MxZ_+YssO*P&Ee=*YcQ8o0w-a<5dD})%`wa2lx?5xhzyO{-ir1J_L=LH zJ?B{LwAlw@PoR6B0ji)I0ZteoZw=upNfo&3s!2bR>k9cceRA-tmJ0>dC4vxZs_yq; zK2)w+7C$67kg6R+mtw1klFG?c;DvR$9PkfL8Ws7o@u;LOY(0b`eSWcHI;e!uS^}k@ z5S{Z#Dt<|MTZR38v#@`29EVbT@q6GiNsbZ=8~3ShTv(gAf<`#u8@J9N7}7xr6PMb%AHK1&YdZmU+7fEd^fGe6izxTKQr* zp;`!i7w!g*Va24+X6n@qPPXDU#1`-2lOsT_44XL6^LhP#eo0lW-2a64!GdF>xq zfE?O+A=FFfO6Q&jz>-1{Kn~fb-}^pkmzcJlYNrQb$Bp+49Pq}t{PQipqvN>8xE{t# z{dt5o>nP;yBBJ2YvZ^OPV)^yO4bESGbsIDZO`}9|Gwhw&!71V0$PH^fw1BvX?S)hg z;=BneW^g%;n*M9pGzjJ6f6H_i<}X4;Lg!{iXZMT?!bd%oaf(HFc;W^UMEO@XpVzEN z{475?k?0uH?DYn=*>6|au4aggr;BE6iDeJ6i1PzVqKm53(ct|M&!(6cE=$5iHbPOr zpC$LDc`%R?5Hymn>O>BF<^S!UXDUY`P5dzPK5SHHs!|dL#0Gj^l;2Pw$plz2gg^J@oA3K9~bo;gbm9N;+QisrcYA|2b2_nmZ>?<|MW@M;F}BD%9%^H!arlN@ICnhUrHDS@g0mM*mnu`ZdBv!W;A4pf52Qd5F&b?;nVAogB5Z&iDVhm1f+Jr{Bize6RKdef(Mlg-elC``3Q zni#%0DqMZqsJOC6u20XA&(NH?l?RI96%D6P|Kz6~slu?&Z=>*L_|&ucKvc#Q5-l=+ zJ?lhTw)d~=fJM+k+rVCPMnT%IjdLf8;%7g7se$IYB_R;`IR-iWC;kagt?yZ2ZO=j6_>#Yy0eeIGpE}VV+4yG?V!w~4 zpbWWw&g`Iy+(-&w`PH~QfUOa?vsL&4u;ng%@@()A4n8h&jWuGFSQKU!SF&yrc&<6J z?;Aob8vb|bHw5m3*dakkj4Z#vRZ?x^jYUb3N*UJ5n5>wFz#P5|#~$_eu_}ODfqC7P zVVL=Z+WBYQUo6gm?#@kTs{iHaQNQ2dhED!N>mlUZ?c=#N@iuYOn!CXHjZG5i;rMme z%|w2$oNlH^rb?Kme&c#iP$u>Yk$C&>>0PPB_q{zT1YtE+BKr@NYOZW zv-=>OrbP052a7qYT}13}5``>N_Kp#*z;EOY`Jh&2wyJA#}m(F-@O>4_Xhk=ywsPZj^klkE*<}RiG@i+E0$;348XbF zq*P0c=8HkcCD(2_NM;j~3pAA1ml?rbEmU!}2+K)EsJ%c22Z$*E(%MC9rt1?Y;Bw0A zaf`jO6QoE*qFBV|_$8Z{loBad9WjyNzPBqcm?)%n!S8g+1wg_BP&kI_0XaFqNkabI zc!Ao9zizr&8o&mCEIZxWKpiol72kOS_MmUTXwK8;}XXm2>mXgd;C?LY#xVz6Hp&t$?~QjMsYL?W{*yr zDg^NE-h9iyT6b}`Q^NGknt;jG9w=A4Yh~(Cu3;S0V*Q?&O!!!Hn!EeH zrZncSL_RtYRyF_VWEJx0HI|KctH_3vS%Hqp*EyAN)_8oCI8JRu{#r~RPU-bIRwQ_L z2z}VpH{#5oEa0bB35V7|58zIF);Gvw?gv5Cf3Koel<`Wyc!9h5PL*64@gY zsWV;9`T@YKbLVykoczDuw2*+zp)rI1`d@(!-@bF5FYhmD;YBMo0eEui?*AaEK^`LY z0zKQHKI(Dx%}~wNJ4WMGe8*l>H8vPQ!cxrqwJg|Ur%{kI%c)&2Rqz!JqQx?|9Xbj| zmg?P2I(4ivhp&=WSMFH~FZ_i6%J^j9KA(K@eC^}!KH zhAz7%dGV|Y_f?XIj#NNz_pqodv$@t4u&ydeJM&G%PfBt_B%ZUD;=S6t`+U$b)hJw&P9d{JL#Rq@aPTU3TRG; z>j$+gv0$|-!t*l4vVAV~yM+AsZxj8_&gaJLh+5=<>w&WApW*3FN4LG^IFB=`|DaFA znUs6-4(?444%(O@XlaJ-G%N;bP+pj*xj3243%voFvK`U5JLtn1Vfw@xDxHPlzfSBN zbP_!0{&aG^Q~|07aCCKr0v;HbNGK5O*k5#4gfTh=)C9dp{m4@ab!y``Q&_---0KOefE3gBx>0gzmJ8pVAWm_wut^Vwn#Q#hs> ziHh?*&-+j=$)7Au!^NibwMxnrvJ*`_HxH)WbY^qA33HA}Rxu(=nX?~tLh(6hqf3ewM_>51=OK-DD>_}9rAkt)RO;YVU)KDnVB z;SUk>u5}^RgtPG+LcoMxc(mGR))C{cPrnGU&Owg5NVmV-rCWa!Zla}3D6$Exk|1N?Lj?1C9T~JVqBk zAok{bf6p9yJIlm3F`@qYOnLA(log*n!L%U^8|*3~b1P}?DEt5eTF`uj(o&lk#RfdT z-)7$Ow);L!J$ZRafCf@CxS%L0wOYvY+AL37t|&o$Q>Y;l?RW5#jjltO2s6}ANAkgM z=5?1nNuD~%OI=j$>}ah>6^S*Ak7T^vWhHE!ex{JMTmJey>~2P~46MH z)pWAG#`tMEVgRn~W0}Gjlc1lp;GI}G9p%cCdAU~sv0b5Z7B>BvV)9!Rt~)AIfl5#I zX~WV%J_xv1B0*Xi2{p}g!?XONkF~4Hh3G3EbfS8zYL=m`bL%>Nr*2>c;g}5J`EvWi z5&&0Gt)lC~4R=`j<}eF-2_V0ScJ6oqhe1vX`_pzQZMozfzr1cgktZ2fR== z&zIg7hc?lE8?C?HKrzLr`D>o!u#BtNKlv1pc=}QSuvl^dU~lP~=ESQa z*UnZnei=R=kBcu|f-MA#jJd~u6Rh&`@$Nsq`BnDpKJB~ULy=XumGp#_glI`(9F98v zphfa@?+A#>&x`-(r6o01n;fjFAm9hqRtb)p*?8JTd){q>t1$Un1AqF316}!VaraFF zKyOipQ$4j9eO(1WwJC^-&;On6-(*?xp##7izw}Qe@){pt4UB&oZ#IoW*xN=asIxv~ z$gA<2+9#Dw#}?R}GeXam%Bq-@ARvm1q}6M*^=@05L&icJ|4X0y^l2C1N&GQbYqT6T ze3h|rYE0TG!odR}S%sq^k%fqX`2AxsMomT1uoBB`Z5I&9?sTVqzP& zj1d_aFMx<<@K$jnBz<}p1BCl(&Jr@zDrdj<>9vc^#8Lr&_4cu%%LOV`YR^%V-P{-@I;Ot)EIt4)T*? zo*nGv7QO;)oxN^I^JfS3=>XE3KXS>Pw+ldc>%0Y26_A~4W+E{(XXjf0K)k1Ho;CdA zMdJV7c)H=aYlq3Y8*75)k6-FsLs1p0Y`!;#=vWHA63LEYBZN_3@+V{!m~9`peyfAU z>#*iZ{M>iH2rH)YPd`!%9t)pqPB6LNdtT>5)fW8g&~ZJ6sg#I)ye+C>Z#!~ z{RW%{?@e0-JlqFjSFt{G*$N+AOD8fxnc?|-EgPDy&^Ov@ViI(6y(@gi3*q9Dr_6ta zJ$o~b1jKB$eI4Mb(L)I{s*5~JzH8&igG}!Ed=0oelClfuKGc_|o+^c#zqQ=#ohJ%= z6?ZewIP{a;G87UA2yFGj^|^l&j#I)PR+cm>M&O@>gNUzys(;_+?Bb&EhMv`?&+_5k zp_H+>x?)nma@0=QdFU^wc4M3qI;p#Lsj8db(IGfA#7IkNT%)*nJ+AiYdG)L({OCfS zFQ+zaluaf5u#WylQI54P;6;?XSa0{9UqTJUak4Re)Z$*e2>{o@r-o>G@tT#9w)_o0 zDF!jjIvoGi5bwm;mS>-Cm;Erteek8IU8+>Q=lC}Y@Y=J-k+?!0&&cqyy2w~h{N@z}kXFBgOm8|Zq~ODgikrhDYFgT*stDHtqMeZNTcjUg2lyD+ zBUcZGP&@K8Czy%Hv~r!yOo)M}!ekIFUYgXHa`)#}H~4<{G3p1$jUmpCz3onL3-ae&csd1LH0oRuS4@|+K4 z#rthe5d5y0K=}=+3G-?iBF_vBv;LEp9R|H_?N&ZTkOQyVdYAueM75Ipb zd3D$_+V&gfRhoIp%~8E!?8B1J@Tqj9wrK`@jZlg)SP4m#%a$U!NK92*Ov>t@lN)u2 z#l5B`m*9Zl{9ScOGeb{(a7AqF@yCV1zBvtqly4jgVUw?dh7PpM9$lGWF}7S}SBAU8 z;8Oir6=ORLA;lv*FEyp8gFJ+uPDsKAGVD4g+tL83ueDP}sWk$tMgj3(2N~BLHX-@H zqbfa3YIcgIWJr@FsygB;c!16wC#oyxt~OJo3Xstu`k5+dN6TFy74cyZ+VM{j5?(qF zYO#LUu=v?$F*<~16%#2f*<56vV$Aqe)6C)O@)BdB^H8&A?YN!mC^&h_hh%*&fc7*i zjHc{C_N?=?xFBuSU^E`}vkhGW{Z6!Zf)eup(6N? zbFUk$8#Nv((2KTPct`K=KhNP-sN?1n{VL5Iai+$!!7Jon{wuO37|AR~zSsH)93E1m zzg8hgYoYsmU+_I)Iim;PYRp*9+-{W_x3^qL|6Y8l{~Q9#!~dh*W)fQwO9klwzNZir z6<;CB+KUUZ&7SVys~1pYb+dbQo_3sAj4o_DAL6pg++TOV;Fa1|Q;{<}ybkv@*MAyKzA$5aZ@9M#>u8eUK^_J+1E#he6 z)NgAb(X^~HHWM6;Ox>278&89e?KIQ928*L@fUkEZ{Ph7-UCqw-c0M8k3qq_Xmh>%v z1B?aBiN6b&3h198^E$q>X9ctu_T@h>Pkx(>Nd3}vfa)WcL_ah9*uuf!;`7#NJ>T36 z*e6tC?nN`+>haQtejkp%gX%9hHa&GbEQ}ZN%<(*Yrz*))|Gkmvk#HaHULjk(=1o7< z6Y2YNE!N)t+HuiCyLmXlGCjK9`BwpAfD3yyGK*hrS$q;#DAA}uLtwXFH|XrO1a4Dn zgnhbQWt*p16Z4H#2$^KN%NI-Y@@ZrOfZ@vBpWDrR4_X80 zDMGxxfOUTDqXa>Ex}KIwl|SZ}(Ln5kbBf2^*lb;nlx~xsBPBEwvAe9CfNUVE64>XJ z*Y9X|!l}(yiX{WCg;40_W@KTK^(mKm@vtGqx7@X#t`j4|vnsQ%xEllB(AAidGRfujArE4<(v10hZM8$cE2l^KS2Oj52pCx*h~LW| z-H{(oyrf~Q*yeky!DPK4Dl+LpQ^kGz04TA54YF7#_O4gf@V@{kgYeG@-6`uI+=+^z z94ctq-*s&`NlEy>d$d4rF1oc|w|D242OR!F|6P?sB>&5~i%0@!co{$fz4jDd#A8le z>Buo>Fh_uJPm3xWzJ8~v-rjoPMzOow?$lkB%TmpPjWeXlc9t+KWK=FsO$rigCBE2V ze_pdu$ffC}8G-K#2QxKN9wrH1T-38o&d4>}TS-B=aJ}gC@LAwcU0|1e z!+V{iI{)}xv+hMomH!-cKgFmv0|fJ0%9p!-bS+=HsD3$a&gkgwoBGyAcRODXa54_# zQ^!0{ve6o=zH$YbaWL8qq_p~jyY^m-@l6oV2*c1QHH*CxOyAV>&|~6#k$Jb)<=u!V z$CgW5ZNWT~9MWajm_w zMS4INt*jy26$@nCL%22M=2brQi*ggTsDk#T-!7@`dHN$PEG$m{mu^SD(o>HFL_I`1 zpnU5C$6@+7eoYyYGaWPa^|Ffv`VuYSxZTC|q>t0nA-9nFkc`srS6lS)4{e?6(;xMN zqO=8;FLXj}pzrRRhLS=KadoAr3vJiNH4k(aI}R||C?M-|30}T^EXtJ-1Xi#V6xXM_(!jaf?dcl^7YXV zyE_;B>$MkETr`gvY(KGFIpvZPZ?`p0ZO` z&z3%E=|i`WSIXeWm(4QYM@HX@Y_=conf+H-h$rLj<=DvL4(e1PO1@j@KNTx^`a8*{ zZ*US`Qa;(@i-x&Xd@aimtQ7Us_Uv6sTnU1`zPhlQ^K&cfYS#3$#_8aDdoyNUxEx6D z_z+~j=vVLh=;s?;TWJNRC)^@dUXnMu<=QB6(nkqQ?h5g~&^m@^u~>M{tGa)3IY{)= zshJ>R$JY&HZ^Rd+Jru?4UM~Vi*pccFpUk;aX|ot(CZe#5JwrDn;ty4YmQkIp>_;ai zk~cRu+bSJ}goNVQ9HcfDi|sfy^)K|i!mobr`!bm1-go~_Uxnyv8+ABT+j|89oWPKD zn3ql2@hV4AO-U?Ijx95sXD9Kzv+DUv1~Z4K-LAwgPnhiq2~AgIaY0c!9f4!_%|nO> zX$b{7`ufsqVS=aCBTv*E&^A3-WnJkkaZ;ND0oEM*?N0=kb&U&=#FA;hh(8grGxh92 z%_5zhMQA^;^BpcrN1@q23LVwFuy^3Ov&ktQB^dgq_B%3GJM4m-uFO9}pRCt4T`sFvyN4=>J0cT!GpE8ghU zZ82BVaZRZOZ2P0kmtULb?tB(yS0?>@{^Tk)8=M6mbA?|m?5;nC52^&)P7?30rc~jt z_*YcrPB~jVu{lkqGimt1Dw=7nX8OZWL8ha{j6F3hSVk_GAmv|CI1PQI)amqv~UOl@vJTg*ebT(1Jt5FtG5Tp}Bc5yLv2)w%Om%C(}^HI|aIaU#Q z+pULbKQC9*U(S#AlC%4%oYW6?nQUDB2$^n&ejuD8HsM1?(P<0eR)H4tXrBDk?vgVS z^=U!5+yY{UgGwt&Dr+LDxAiCI^v>ESo9GQt&6@C40S>D8mF$U@9{kQyu^ITqN9055 z{{Nj*p!W+$27XA8q5~ycw9U2u zNZD^Yy~V_wGJCTc$n>R6^-+gOd8Uc5?F$TfM7 zZyE(1ddYjqTG7;g+s@E+PCtM`>`2PM~N9sK*gR}c*9+#W)x~94bWO^V^Y`s6Kf6@W#(E0C+ zAg$7E>k>r63a*25X@i&XAam@_{^dnnaK7((dGqpn7t6JBKN51x8dba+y%QqWuMFFF zJp`83*VkXJc2NAmEDo|c`uFyI5{uJu%8hrJd9Ac0r_V`1@pr;SPsE3LsMhi;WvnmP zo~baE?qA`rCZUZz)qNrKXX$Udru}3wkCd?Xp4GhJxa3oPGv-EluuyV`{V!P4;|a{w zGVLY%PKDs)q7{5dMyv}S8RFl35*u;}Sa9-Lf8K-Ii};;aV@CeY0^9l5SSXh@6_Py> zWyEE9?EJ8WGf%)0ROFfaMn14G(QvsOqJ}6U`JqMBl#RYb2$Z1;wITf|&Bc_RG zFUptw3}U^xVtD?a z4Tc?fl}efscyH=Kl?4zu5=az@b*13O&Sh(n^*R} zZddVB!{P5Cwc6+Pk11`-y*N!@0RNhaOjj&yxnR2mvYq{&)zIQ4)u(q~$kW~H;Ng>Z zG|79RI>&iM@sAmkFWT<71OXigN5k&!N74o`wO0o1Ey--g$F&#t{j&SIn;Cvdi#9NL z-;a-nO!fU-Um&3seH(4VKNY&PJLg|#W!~Kt4ox<6D|5a51-~Gx4l_pWDG8Pdd0r5>N3`*oD1xLEu zuJy?KUziZ{jnagii?6~$r#usTaQBGY1%BX+*{q<;kSEZK9p$U6=Zl*%Z+%-eJ^Abg zX4vP(wuUuf?N|54(;`UIHEHwGOX{Ovb{#XR8Xq5T(Kx4(v?nS&T%);^<)`M+G?sKV zD(d=ay8KjF(-}W1Z0BfW{X$B?5@zawM^`^_VSGl^ z{r{}K{uF3u@2^O{p%~mt7=^!X+pYNZWKpv?r9gvw+Vw>XH_P<}?VZ(lxuTgMUoFJP zQ%dTjB{Wnz?18 z!hY@E@XMfEV-~sbaOk*G#jSvuUGY}I-6)ZQmZvWdy&^pd%*)G5MowL`bdR)GScV98 z%g;hzqb$$mz{*YI$q$+q&y8B^bZ6J!TVJVM^M@Tu=U%pSxHvtA)5*01i`k)X>*k?g z4$B^x>b!8B_r%XjO|`+gLt7(0ULt#Sf2W-ei?AOKwx1EBjYxqt={Jf(eUdrB1GSh<{=Hsu+*-q5;n8A)uh6HS&`Y z8uvGQJ?F9-p{K0^Gavjv#@;(F$^Hu;Z!b+-u3S&~nB`1O+}bdGO4CenqUHc9(ZGR{ ztL3N^bKt~LW-2%#H)?5uB0^~n+)6?YoVnK*pPt|E`{(!b53k!B{OdmVbzp@h zG%$l}7l9bm`y3ho2G-QO9iG!~<{dgkH?TzZnk~0C=9e`gMPpsd%_(x{z*9QMV>|FNYp17DvxcJJE8VvDSik(DsK9 zEX=YiS#Vz3t$g<9#x6Ao+ALh->VX#fXHSdpPM$vcx(aDLBB~OuJnZP1;(uCYMT8*X5hB4fUEMAr6DKoPmq;YK9Iv3v(VD&H8`S}yLQEbZ;P zgh1tz?3qb=x+c!VE4(M#sdungf6(q{Xo`~C<@cNDBS!Us)`z7v*}|Fwp!P}o=DyXg zK)!vc zCmWcs+kDM|*beVXaSIEJ$j$wVtP-!kvW_{A`0|OEFJF%Ps>Rf}p(Nn(=B62BO|*8k z#2^sN%$j&^CIEzKt)%zEZIXWF;RbVyyJlshs&lAhFI90(`9g(;&NspBi)wG0mT-z5 z8AK&*t|{dj_RWg5-$Z$-k(`3$40_aeLbvwB>|*0BfC#7$lpGzzD~Ppc{hAd?orC#! ziOB0ApLJ&oYydj>Cv1@cHym&3gRUpzGpzYE}#){>9O?cfo(nx{Q4 zGw6k%>&&jxrrnG_vKqI4ssg{~KHh8U499zF0_>2urLR1q(Zn~#`xFtV`|`N5pZhK& zD>D<_VFN%SW7N(iIGQfapWTvdNRB=VZL@BB%T!N^AfBVNpe~+g-LYRAGwi>mK9m&G z&f7)bq}oLjQx|x%exuoPDXmpcF6g?+sIUJfp{BSm$aA*j6>Iu~MoKHZoX!RaS6#Wh zGrI&v@CZWA8W+L*!OOVp%Dne$T$RIr=;_jf(5dg6fD)M<@7;@K?#Q}Q-~U2Rubfpt z@UU?Z!8O%8!We&Oz4hF15nlMR;E7Zfyz0i315K}dEuf2!j3N>=&jc0F^`e;ldlx-s zg?>xjv=FK<(Q_pDu=F|hUx%tp>&ya090bx)bNL+N@MKzDT%&p<1=PiIk2#FckQ8a? zsH6q~_yWuy?=TSHPsV;*U3p0^t49rT|Nc3myR8UGvJb3ovQNx?hk zpwLi*_!1uZ+a-6Zo2uHPP$E+Tb)Ch&YfK|K``VH$C$~(Irb+ zs8pM_gc$K<>Q}Pebn72i>o?)=rCW;~;zC{-Z&)gY@Eb@caqS z?%08cUcL3E0W^muLG3%;dFFDuj-pHP2MO|kcF$gaPnZ%pZ7FS}Ze?ZV@R~3|fD=k~9SghQ4sDrM)I4l$|6>)pRY0XP z)JmNl2*syaNOFeV(853(^UZC8iw0M8yDo0qB2W7ROn;tUT%4Jq7w=!FF(-$tIZT{a z?7sv+{n*?8f`$JCv_C=QNYJ-z7;|+reyzvwX|QfX&FUk57psp8Ra-+m8ngaiS+E=V zoc|w=chNVU_isEdl(o4$CViE0Xi8Dy#&NX0PM2C?cv>Jmsy*A_vKVXp@E7-Bp(DT- z2S%g+%AK<|ytHuHQNr@{rH#vJA~FLMr(!S3xR$<`;gvFP%};o^pT&HzG7>r$%fLQ+ zKc>)p%HLA@Dsc|!@3#Umy5GKKRvkNf)Ft}P=EeDYT9H0!N*-WpsoSR!HxcriPhF9{ z%zgbGPk^&3cTDzfkgiMN4Qv4WXIA7**`vTF~_5918lVO$pF+9O0U(*?C^wZIP)#qhfxGyU-nxs#h&yQl$ zGQapKxZe%A%sav^f!7NC2mq%D-xmAa68kK8sP_=G!nHZma)P4Q2rc6ur^ywY*O-<0?X_ zb)sP_H0+y_RxEx>h^emWO%Smn>Lu!b`oZ=m$gyxjx)#ldh3;J7!$mVec`4DJ+rgwo&2)<1;;^kO+hu? zyR%BpQ{ z4tNSFoTvJ(C_DsqXq#Y7zo1@R(h^i&rhbX6TN+!7oe`*h=^HqC|f7Ae77lumt&T5`bQ&zqJ*`1#LZ zB=St3Bkw(IS$23d{BqOC;C=Twf<{EX)z?(+TcJ(itO7Vzd8Z^ga@s+^$>|f}6S16+ z5SUysGn{dit{fc|R@(27%?(*4B!E{_c*laDq}NM`nOtN-rHa zmaZU)U}s4V$VPMKq<6?bk*&wF71?(nt{rU!S@Ia1p-SJa1sCwrS>Hjv*dlU9DO^(# zo%8$W;Nak>7EDtLRkxp_KXZ!GLsV^D`pHREN^M}t%{fXbLWKRpzzUo*LV5d8c(|p4%8r%HhwBkk>v2phA-6{@j2#Uo=j=6gu%i{v!o)QP97q4ZM)E$ z>2~!aQS!&(e$x?lvZ+O!n+TohmD!pE-GuGS@X3E)| zdQtXgiHhgtH8+`K$q~NYMSas+J8HTu6H#W584{1}Y!Q9lC*d)A2o+21f#@FY3PmL< zS-ICY{T=t^_?Kntn(s?OQ=#=G&L{9%IA^qp?^cpCbW3bx9nRF6Ia^KjnqK_}slxhz z%Oar2TOX-seQz*N!IBr(lO6fiyZsk(N66OXF7um^5^WE{K&$VHVy8lCdvSMniYLT( zt8au*07!q=K^Hqr9f3_KZo}%HYwJ^DKG`EZ*1%JGAc5k}v#10_-)j;Z;N$xjF)vXP zuXUd+1Jus&PQgI=2chVM_k&cGpn1)DMfB>VsH^76pou8RpbMZ^alR7vpB$=~Tbo~#kHr&~z|LOnAEgUY9JbY3W>NjViN=^8C ztlfa%|JpLdOv8$-eqCE!e4rv&lKO1cWDvSGqJQDrKZy$Cj2YWAt$m+z2Ipl~%~G}Y zOZPveoS+n4726~9LTP5c*GGE0oo!T6^>Y5lfc0Xp*dPW_GGcwt`4z+1*7y{pXVbC# zH2YoOuvklKbXtro35`%w-=1fhm0(Yc#ifo%9uu>9^HqobHh`Pn(mq``um*+(W22tqMQ$9eAg9 zVbx$tol9JjNS@3Co4Oy20%$5)Dnw*U)*`_ucRN>ghvp74zy) zG20Qn%SE#H^>h4mhA2pMa_!`JCd)Xu2=+49?v$KIZCY)YA9m{(c@0LYBEX-ZO%7FU zVV%^15Yy~)^(_o)3HxkvD!0mhuuAc`pr*hYQ}*+w@F+Ql;Cd#~y}$mwx>(mb10Y#- z;9JCze3auQtCwE{BYQJ_RR+JAGr7oJNs8B;A&aUM%SiMMqkWC~ObtE82n^>1g&^uU z5n|v$(n!E7E3K5prAY^K*?aqMh)LgrORF2BFxyRpOZ2l0lVWta7qc#Hdreq;(K^2bWj5So&G5DwL|1is3}bTdlfa)Q^P3+?;_I|$?eqHMjO%t`IR{)Y}P=e@aac&ujWftb zzOa#c{p(c$nsd*&EroGb<-2_GC@^u!LKdW9&PLH)2^&$p$K7K@GLCUboypOo8ZCOb z`RawAZF(u{PE}VJs=?y#E7^TcV=@-q;W%3AcHt9tDBlQyp;yTYt!N|io(99}%T~2f zm^yaaR`+TC;NNN%523Z-T0>jzRiO*nr1s>`sDP~JILWeMY3WP3>)QR2LAP}4ZhF*2 zXMrC^BOF2)apc^)%yWEY9|XLyIZ{44WsRK>u+`$ZZQGyB+_$aqI3=s{sS~#$Hk>bK zOE+7lwaOK2z?Fq!12g=lZPIzm*#>aRLDu?b2LT~)07FYD5~f&Kwu9ZGqICMf5JRIr zWeb54a?{AbULn9o>2)ibvcbujk;T_Lw_5S{s>Fk zc1Z&~pJK7!;?>*6J+E;eyaY$_LNs7 zoJnkvhE~2G)Lld2#?6v&<>neN0juiB0qVV?berwudsZ%^AKnjwfH@1+=3rc+FC^Uq zY&EJ5H>@?V#y%bW8PD3LJyum*t_@PTC&|E++JlOlJV$~)N&lzKtAzcBmx6!f(tk_P zUBGM@!&NUG(lx}sk_eP3nz_-63?8iF7T&Io>rHc^gP5hyH(R#vVglN zB?OSMn5+`9d5NjuZ5ch*>Pm}N$cwsLMG2EjbUI6fKFhzsJ2qas_=DOCK`;3u@dASx zT*y0Z2y_Gr0{gyTjiewBtw4ykUZLeHH}0Q4egvRnw_LOZ=PG5_>=|hUf}xPN)zC)< zI)#|g`7q;S5?}1%8)VG7)}h?df4;0M-FB^Ys7?!uL zrB6Ter7;Tih=}9~%(SS2Z7eKw?D;8OrE0{RCCU!^img}r>!LP)8_Koz&)m_5K?~JA zd-v?QWpvHj8D8c7fzW(3yf6bkgqyl89{dJg5gIOC#j)R%bsf6Ck=bv6>pS>}((H8St_V$>}`v%36Y$~?do~oMMt7MMM-%wP?Dn+|mrz>P& z5q9Q`@q~$|g(Y1Y%O#F~xipo97Qo%xTw@B0`=&j|Q^ar3hhC{6o`C2y<;JO=z-!TW zr8zGPZ#oW^zew+)E4$}i3ox4N>`c%*pW-4>Ye4Z=OT6LPy^NCvSi`>4$hc^i(7nl+ zn@*Hj>RA&T@8+1*@sMsq^UT^gU^RA02)%b@=5zD4et`}9IxQeepwpJi@Qr0Dgw8r= z;#Z6w!Q8|>M$bqHUac=PPNt8MfLojY$@Nbjga%=ui~S`%f6%Z_;7=%S2<`suhW$7A zL`Z1lqyNDw!TX8O>ILM}Ow=4YF31(w_B8Vhl_=DCZwNn=s^HiquG4?~3Hz0gIpaA_ zq*;5RRZkBC<*P*5Jm%aIJEEd6K5seiz!)KG&lHR94BBj`YI-+YX-=MS?({zVfHU#2 z5$99mM?g~9H4DPhH)ih_=(Phkr|VxV==n0{LfH>#J?^XSb&$0J)Ke*s;FqU@{${0M zQBw`z(mbhdDF5uk4E?NYt(mFG0c@s$?xQFcBCMv&VJQjJDdjB%aaB`sACD;IY zbE{Z=3B1?k&gOHSP~EGt+G3Jo7E(-I7`Grou?>LNlS-Uo&7u9gH zv>rw>nr3Ie<%U|0dKGi=wQVf(JEBQT`BWDtm9A^aU(4UPt0CJTBH_BD-FH4YZL1r+Ax<*AYxx*p9MLni$a;KB~~M|tPU zBf{hfWj>b_of<}miEHl`(&x3B6A0U4O|cuWO57t|qVqk8w>@1FvFy|HrS!moQamNP zsbz0(Y7obZa$gEUUmt&4NpB?SmpJPD7>H*`*RN| zwi~bh4?-PzT)r|!bAIpdQ~PVwv@9gAm`#IfZeLxPHB$vr$qCJIp~=d8UB|E|ix$#y z>n_k0NosQ`PYLm9%}`e^x*9QV=>O$BbxPPZi5>|Xc)!4sxds8ZlQR_hqvwEGO6OEy z(fwrtb?){t zta>)o*dQ`JMlLyX{g+NLhHmY{#8{N4J4WAUeT!R@McEwbNkcUHK3Kk1tK&my#XlCq zF|Z`-dHFXYrfoT6j1Fw;KV48vO|{I60mOB6?GcH!6QujXE1(d9XJu8X(Xx#nxLrmdxAS+i-|L!nhBevL+*!$Bs9ZD*c3=;T50_A;(GG z621#^EMdYYk^^?_GfLxB z&eaQf@?Pi~>Cr$vodrR>*_eep`1tPo{bV=-a&RrNvU{|~#^e=u42m8S(6jEg2I zhO&>gHsDuvYp09Cdtlb z$`a1_io4uTAI$`)_`k(1L?cVe43wkA6%epQeBQ$PJ;t2WlR_=Q^NO8kOHv9Y=;AHy zt&enTdC4rEsI5vKco7(LSg7KeF5vmQOjq&uJ*qQ-C;?DM?W?+vPW7D}~?-EECoX?eHXnEO6D!#r=^-iIUwD0 zB-xAhtv>g{+b)a0ATIkdpcNcN3%MSmjHG+=+upqg1Fl(ezg~@X&aCu?K3G159EJ3F zW|MD#`Kz>>;eeAvoQ#Yv|8BsrPNK4pFLVNg>jQONapvWt-bM9JWaV%Xj7G4$re^tC|8=oeRKCXtVNVF1?X=xDwk&9f^ip0M2t4uA&YKzt`=3p`y-}Vh_>2PF!+sU zw-aVbA?XsSEn8kLX}GAX8kNj^@xWJCAgyS&N{2p^gGL0OvXE{>l96f5VXFCOHCHKB zX-kWD^k|<2(oHSzw+L{>Imn_AB_uJj(<(|!LYh^zBrH26&)UavuVCl0Bh#{aZOzg5 z?crwbVPi`?QRrFcf`+dPkYkoSADGe_)Sac(&C3edDVV9p`j4W1$kxa1sKDc$%>lmQ zUd!?gPBlZi>88Z_DkC~D%jKAmIOJ7yC?8gMR~qtKbmY;Zf7PPQ=l{1A+P^8x(&U+w z>H|W9<^{8vy}0u-{hT8uBQI6XzDp@qJG5$VBP{&rwyWyNv1=(}B71GL=yUg$3LDGC z_!_6}?<>W%@~@@7MH-XK-!8cW4h^KZy|61EO%tqR?7ed2WLNC^;MkE^A;4T}?|o7K z46(Nu6sJ#JMhmlMDLaV{zOT1^F@bY5G(VJT;%pz76q5W@?OQcJCW!b60gD+02Y02w zy%L%kQ9eS%<-2Nwttr&&4mJ$h98$*$qwCo(`!`je=L_qAIJPLEr&m-ApCZY%@hc_o z8tBi=oC|Kgv04ywA2RPk<&b;KX2!w-NHXyc1#%2{GsFA89fH4EBzpdxBKDoV5q-NB z_vGRRzeo;nU7eZZSMP8FzQnni@VahYiOx8dg+RzR;N8JVoB|au`YSVY{IZcpO%m&! zp6|-qPCV;P*Jk5EMcbJ|1M@>fslpEd$1ih64tkY;=Kj>yEjllKUHe4^Phj{-VpUF7 zuZKLmC~jGIqNrPX`&HE8SOzG&6*h$dGFTRG>$@F}^~@5dSxZPraTUS1T^4Y!^DQOWkjKgB(Dk|4M%O+@$G9!63 zt>TfDd}@WCGi2TGI0WFlq@xg<5I5s6At0eCKeH=iZ>f>z5xs~Ip5@n%>nu!^DNR3} z%GC?HR_Gjz7a4ufJgRQ+V*JZ$s@DhDeoZ-MMa!h0viPHz;vg>? zEJ8Lores$+T3_dBLt?vN?9;m&ng3q?vG6_)4FYj?@0Glo#SCX|Yux(Z&=_=dm#Vj; zK|sM2MH+4D-nEeN`a$p58T`7(kaY?)Ni%3azT}rW!!5u9mG;h7BEl*^5P}$@=Cn%& zjePb3cs9{a``Q5NZ5kLyIpYZ^ZSYq8j~A;0LtpHf)|txNumFonzF#y2)frvJneldA z@kL_An3|1#pHmo({3x-yFOszX;>UL+!!G3&b!+l+;XvM#V;PgrxYW^~=b!v&CpAIA ztz-G{VvsqcP)sw`WWWpn>_m>2RD@5ZKkA3C3k{<4XLRs-XqNU9Pl5@t@8~ncr9pph zYtA*SBtL5gm5+7g*iRuNiZi#z*pGyO zXv-ym0I4n#7=Y-{yAs>caA$==5g=JZsVt@^;Etd7U$=<*G|V45peD)267z za)38RQ+d2iy+5wA9R@P6(IO_u7?2UZ_u3h`++S2)PfW@J=MCaKbx=Y0s<9Y2+O8x; zub^lgGf)$54;um?rEyzo$Lb-$J5>&5*LpQF5-W9Wz5bFV)7XKJX*{8c*E04&g=V) zbM^+4O|v}?PvO_Ww@?uGIvsYBUOFcCY)@S1!JB5-XPII;66SFwEpiGb*>2x}M=mgg zf@j!|K4ycQ2ZZUrT3do|J_E8KWL_X?*mcU;YePN^h8$>x`~HPrgbmU9@O=z>@#-=P z_Z?cbAju0k921+nA_-ZJOsGSDo>_4b30Vu2KOnwMT{Xlck`B_=Z@B^vC;ydhlGkEz zATM^yS=)JGK>Dg~`iooVrjBf1JeyT8rF9+MX;AKz3_pgMJ*9hX;#PO6ShWBN5a;wp z7OTLQli5x-N}@Y%t)dEsd=OgvoOfiOu1szJYd)3z%;vytxl-dt)NAnH3KdYa4+gonL0psiUU{xZFR7vZe^yEyq9hU2Sz?iII1k>q1xLR~ zLEPbd<8-GGhEvVb5VCB5UBz_%4S}h~j1A@~8oTinDm}N-gI_o3;m6KuLj|N(>=F)U zM=-zl<=#+S5wog{?rC7!b3|)^W^f5#6-ajQYwq92psTQzeQOPS80o+V=jkE;-5TALkXnC4_s1wrWMp zqy9peXvL!@EvYt@D5B?*;zm_7W@>qPxfBw5U4B?aVY*{Zat!SX+D_v1iMW4u1w5FXIO8W#1Q$yS*j78tkBqyO0V9~(D z`q#dbDTShOGcpT>G*hP+|BJy24C+DM3jYIa8?T??dR2pP9_#e9ze z8w-9ZyhG5VKhw|&xwC3!P<8W!Ns67osL4A$K%xYnyGzL3cK@{`B>jj7-!CG<-u{6r zZTd{Itp;{-rLb^194&nVFPOusUym|yG;*u{;Aak~VB%f0WnBA>S5xUu&vW?D40Yiw--$90n+c4t3o`( zHg!#Vn6dUG`7?%wmC+?haZ9#)0?0Ij?R?tOt`Eudsu`m-yUNBLZgaSDIc{mG1CbMo z4@&-IqTm}+Fc|52J@%qwLVy};nIiI)XWxj_`aWBBx?9wp=ZNW-B*jhl664RIo3EBy)eJJnFBU z^U?ZuP^SH{O5|=jb*kF^BnGuV4&hy?v^j4T&1n4T*l^c)?v2gW<@%I||C0jLU>9tq zdlf&d9KGS7uOR3h&d5BEwOH=jaA4r9>iREd{NrBPFUb{-(p@g2nAm)*Liz)pe;}mm zG%s5OWa*nFJpozQX*57%S+8x!X;WtB#2G-rlOo7l_KAm8g8)Qm>0*VI)Yrg$L^@r3jFH)_=#rQ*s^=*q@WfC@Y+Y#* zP*Kz!D9@_Po$qN0%rlweEg3~{kpXDW->1kK?^q7pJ^FY-2I3&FQZ!F%2w@vYN^UKd zUEV9R_`w#;=%B;)uJCiRO-(U)HK}1W!rsm+{tPBZXzT|09=0v9y?fV*d*e@~V- ztBOc$t`4Ttk!os9u+6HeW3#xv5TZ}f-q>@=7kqSwoXTnz-Tv~6(>az>?LCccHaSo$ zNdT=?^NVHOVCD`@S)b%OjAKnp$q{hu9?Og=rUcK&-ul|~YHM20RiLH^*WR901=vla zyxt*K^$V+L%^=5fIgYi)1*T*Wn?ajIIXubB#>J7|ZTt}*x zvu@envZEh`o=~bQ zxtoz=%0FW-VGQ}Opb^`3>>+zOKi(DUhd^1^M5VfBcTlPEUCm;>0vAmP)dlEo_&7qX zSj{H+>`qsB#G_2irsbj7d4g9rt#vXmt^J0H8S_@eMqQ1lld3TB34Jm#ZdoxScj4#~ zu;n!~@@;Qs?chxKjIZ=n{Mv~LdK3h#I;!M0K?2D~u5Bwe$nvQUWTi^BfIl~%+OA5S z^$p}tUefK4(aKZR=Z{^icrSysdMVBzB5_nc%^iicx!|$6fd>0brv4$`;HU)DPd=#+ z#oW?(;ySVA`8jU=wxcSJ`-XLjb4h1NvDNbu{N3XVC78Oz=FvG~IMef-V~aGacc`FH z@}hn8#Qf~zTX|W0VqtctX3rGHY3EU8KxZiBiK?Hrq+OE=%c^z|b$&6wBt{`A?crwi z_d&?Mvn*&ozOe)fW)T#>oH7Vfwhm0&U!rtge!*b9v51-PZXmSN`co~^l7R!M^EI3) zrZGjcCNPgOSD%ZH^M%o@$1?&$e0|+}zQ=K_`}|^#=XO6M`Z?+U(ASJ0KxgtDBFo)9 z0hBYVUp}kys;4EaK%$A~hgv57R(Z7xd%J4l(Oot1%^#0ikqT6U zvHL|C%>7D3(fhR`bNpJ-c1HM`@G7@*MY#Td8pqjm+cjqPOp`%tlfg;eUHzh?B#&=x zvZi4%CV~+SUz4|foqLatw;ZxB-fC+48d6=NXW8icLf@1y)ef;*?!Cc~;;h*`?3r!e z&qTc}2SEhe#WQ=heL%Tng~jxMhCUL(;bX;Ot)!PwMF{$*nWXtlzkN`jy=|I}s9 z&0-IcnP63NAVT8QljAH^(_oKyowLwxWQry`mZeTDoHmkkhwCkfVkZ=TFqH>$duE2F zbrb|Ch;hFb(yxYtwCM_~-yIGmBc4Hg3Wbujz>JTXEKz?GF8Cp>k)FxZBU>eZoirt{ zT+;mubo!#9WY56ticjQ$nH$OtI0lT8I4g-}6}}QdWYl3=*`96EV9kq{BY}kQ0GRtW z!6pwpn%r_uOGm zW@W$cz>eE*)qNTc_WQv+Czsm-$=9i1v!E>gmkrPU5sl z^@kaE2b>oq?_j}j-sgFn9;m5DUxyYgrzD(NP}K7r*YGHIT69D<#9wJQI(2!%q-pl9 zaHHspjA=+8?*60W{O4>3G&sfbII;8Q{$G!p<&Oolw*8hht~<5IG%7fWQ@EWh`olgm zSn;XVlj6`~!PO>{uRQNSEOc)FWm4=hxs57%7vSMyn6TCkg` z+Bpe}wqW?mKJ|UvBQY}fm|KtZp}x&xFN+00>_Y6O>nE9g%4RkY5YgN0d>*ZcJ38=z}=?LrA%?DQMY%KY5l4i!-^N6N&ZL{S%;48}`sTcD!hz1xCmHzT2Z% zW+^{zjXH?MUiVmd3{i(Z1TQz|enuM$iAB5b=jN_TjxrG+;u$I@F=d(Mw$0lC0}4&k zYaL}&5S}1B-q^mN6<%vIZg)_KZWX63FnPpGnRBmBk2Qa+s|=1txfH~Dw#g#T_>fZ< zML%Y=YnXZRiXBOpwuyq|1A+WXNpUFhy>vCcNU-IIh}lWQPCRDY5)k$Q->AxfQ|fg3 z$rJg3mr9&zyr`F)&z)S&Y&}^i&@xXfPmXpe*ibLl(S05q;mfRI+FggEPFN5Bok(&&?+PoC&JiKB6`?WP*tYxNr=d&AsQ*Y+Qyh^vd)Un;p#&fuB*_{6Hu z+`gbAc4`z38*SV1Y+72$edc~>$9BwmT1RBXVHXB@>|)vHj|ASc+5Mln>`#lZD0_|T z6Fj@Q+#h^;_=vQ|HkTza?zhQ*509e+EL?=gma1E*;uout4sHmZx8 z$4W|Q>Itgif8xeda6Q6m)bV=Hw#o){GC9FZxepd9E2fo{W#@l zQhNsAlTEi`m+Op?q_X3o9z$UDg@>|OfyFN&-y7%%^6E&H^X!1&2Dn?KRthOs9^+}*Ly*JR@M~}^W6XCl%O|X^PqJq zWV8PDYZzkXeXyQf;H#Yam zh&f{q+A-T{Uj;9%^ufhk@;?_ zO(b%Es~u$XU$@(<8R45`V!X#`qd|D6@c`5s)1DS++F{Uh(nW~SA{|c`KAFUx znyDTx&R9hmTRS<3?JeofIi;+A547f_pHZemHoe|(Mkq(t@dScG9jP-5n6pb4bAC16n%!rQfBd=P0Hk#m5A?)lchK1ebah)$(2G1$jcvJO8T;l@eo7M~~%@D#q zSWD$in!l~BDOk@3c$9`vAA;W;n{gIW-_jut4xbOiLiq&q2C`b)b04~#P94Ix9L)2? zW**(Rk9?U%xTa=4J~pB;nU;#BWdc1iZ@0B>d+r(k8NW8=OxM<`FA3f0cw1EV7f4sP z4*z?jqoTMl%VQq7Z79+YnX#9m$+!kh_W^ZtGjE!k@#-wu2 z4OT*aajFa^OVQFOm^(t;=?!xCG*?bnIkOEFA7N^|=A(j`d5n$cX7wR(ET6v*__NMf_i7Epo0PL4p?DoqHV1~%nUX}^+@*>6 zEhEUe_GT+?0`~jrws62x^jb4T3`nZT=-J{2#~QlJc&%oC`SP$UYwJ z<@hRAs-d52^W+4y2P2uSx-(tXr5YhIH2|3YPGbP|*H8z6`m=hB1|g4Hz$L}%tky28 z&U#^j>J&0k)ZJMmQ>JhwIWR}1tdbb|`U!8KU#40zg;}evZCjq~(iDXC%FFc)z0j{v zGnRa$67Y#EP-K9QzEPn+X!$l3)>aJF#e*jx;QST`+c2O7ROFHeAjrSamMhz=M42=B zO;B?Bu0coQ=0q^wrXJUSj&D&9C<0+QKU-tOf7)Nz1_kiD z*m|f?O=h5#+u;aM&19&*lF_*RO|tY4<>)V7PSRQ%fzc%utGp)QyAnHefoIYUS_nq6 z7|CfwS&srX&0623!u+(lyg_Fh2zaLKGoR_SyJ}tGuRJv`$m`7X?V=)JreKOE6YiRD z9nE($x}*Q#CctDjQgMa5sXg;7Z!mJD^>NAe-cP4JQs>BXq5?7EM$LEcj$hqZ82znK zF@F#CuA^ITb*ZwHcs>rR4s!decd9B0aWg&GAEsqL?rI5f092F|q(@$0 zsO_Jj=xAJ!Ix``+_6!r0rS#OA`fA0#dv4!_q*t><5-nR;j@)7xVdL}Gu++nv8ZVhK zMxFlWI^Zx!0st?Y-rTF6bWMrv0r$8orfEkmXW1CN#gj8FR$!^c^S3Xks1vw9U2^$TxswZl_z~4#!oI{n=9axfR}gc{biasf3N+gs zQnjX^-T*rc#5yGsZycm=kKeo>YOvvyVTG-5cv>rLcfn&ES@9co=UVPo-*TJdQ%5{v z%EWX1P>E^`F2-Igwk!NPMX5XVmt|Z|@g}|d{`S2t2Aw{xH?QN^bF?)2CY=TQo8GyE zs>q(2zN~oxx1w%8`SaIw<@ILe#*NJ}&7dz+Gl$2b?j|?*ULS|2D*7)qiwv1|8_>gV z4_B$SPbijGUY7jSygT;I=hj0nmYUa{QO&brJ=-W&i&!(L?1U96)EYOt_RA}z^Ce)~ zTERV8n57cgsmrM}m-xK(7{vJ@2vNJn2B1{ZSq5tMV;Yc$Cl4aX$F=o2h3VQ|$|2W4 zYi|{ZVp`luO4Kn^uM1>P$&-3P1))WoQ0(7CL;0=ke~ZW@UJ*%p5UMM%g8!42c`>(C zyBm4QhIzYK$y-5y+8$PD2-$FH{h!pu81haN&sahB8lj|warGAm@PQliBI_6}_h=c0 zltEgE7n5fM8&5(V^ubVjx3}hr6LUVh4|4JG zAmXZbu!nogmsW8o9zTrRbPpES{RG|8CZnoB;W@lbF6BP=l?e4E)91r$+$#HT)smS# z^E-)UpNuWEhCX(*SEb9}fP_Ju*~!Mu#j&3L^7|{qW-bfY49$;3P@)4Mqj=EMC7B^x z9V4y;hFK_)HAOV$oyX_&tiNf(#5R+Pjb2w77iOwc)K~qq5_5@5=*e4#V)6qX5X0h! za+Tzf;_57nQp*Yxjc|7ZJic!5Ug@=GQ5AB!J5HO6o5nK3h|7jR0DhHeZoym!CPl^{ ztQ|BjmeDh8&^zDDWIW=YCmY{XX22fQGhE*a+LE==ozW}MhlF-yqknO(b z97|F#^Ah=UfyHtZ+tD!tG)pwAif>raVl!s5gDc8em+L>L(C_MLW4`40W&YV@nl*Cx zoFk?B@4FwJHlprJ`PxYdC6z!u|B^4_t?_Adxw+`L!y6P|`nGFC<3;YSM6_!l2kt<@ zk9hdX3umR-*^GZF_%T$*(R|sM%;ti#9{=Y>p7;YGLS zRA1!R*SB>QG{ZjUMyZ{C0OkJ+!hJUeHU3&)r!IAdUMG52mRhVbsIHNusuz)d@}=q{ zN_PGNBRaEi+rH|yK5+wcnYmj0{{6IilWwhM(=>~f%Xhx3-oY_*H4KfkU4!slU(LG3 zfxUaa_=S`*mrX*}Jngp+d28#HrHJiRRW?vLR8{u*XF{i4M}>q`r$J|pC{d9N-h;D(+ryf8Z5-uZ}Jty9(HKrP_A<9>}pNqx0>KA$Rw%*A#r zSsLv0Mn(XM+2U>p4B=a$X{jzYxR>F%UNCo#F^4exeJxq5$s_kgX-3A{mJ z=w0Awkyu!9Z;yKa5ti*pASG?BT(~&PS!O4CSh5TYi(J!PMd-i2AiFYf zkQaPP943#luZ6{KE>G%SRq!B>Pp_n18PK=ZS=~E(uZc0p;NMdo_0|aw-Mjp4WcAVL z`9*r;6R`AjzF<1*3HuUF+PLJQxB!uS)!<;B*#K@X^W8m0G^qBI-O2VuRTp<1p2AEi z6oS4k48~Mp0>wsK$Ew1gTfJ5CtI{qt5@`Q?;0b@xz?lM{19NAzv_E<@YLE6Mj+fNT zlA>>1PT%U((jN*?pHfIrCXd z=i^zmwOQ=|Bz--p?B(T4jUPiBGLvca zDCB(5Ih$w1la|tCQ#T+zx5a~}Efo|((UxI|39YsE_82D>i2fAY@h0VdY7$LF$_i`K zt;t-UG~2#BpmQua?qu+No|1$VaMLwn&dIxwI9hz$yg~EGdVh57yyN_R_SXkcAS^vK zXX4(F&2igN$pJdOEO~?6Ou5`EC6qpKN_u#7Gk-xfz(RY790FXvovv={-$Q$*o%I^# zoCbwBT2G%0o$)XMmU#F~YgCD$BYS$!y(v*xh%X_=9wB@x=8+kmP~N|}e3nOebpAi9 zgK#HrtZNug2J%L@|6Qfwyt`>=Xj_~1zs=Ch@9eI2QE(Zu)o+)VLa8(I6wMR&2V6kb zD*EU!y%VFTWw$V%OJWWI%?x)*WfN|A(>f3~F-i+Ev+#3Sy-ES zcX!fvn0`ZQG}Cf#focrowYqLrUzTe1uj~kJQA=4h*;ibBSoj?kiuc1*`;Jzi)eC|@ zppKb$o~rD4_P>ub0H5n)ub-j1{JXyQ0UI+lcx(jOWOeL z{?gYbV(EC_;m@)^^X^qh9bdKUSL%dd!nWDH67z?BpLMaC=ierPtAW+5rwft-@*UQf zW_-_^KkoQ+UljpvaRh57w5T1Wa5e0b=ku!%o9zxG3m#H`mJa=Z!vb3Z9NO*<(~tQ8 zlj8#eu?cU0o)=KmT`uhi+a`BgsV-TJO6aGfkufwM{?hF4t1os9(dkW&W2UZLo8-m6 z@|Ox&a^@XzXMAX0onEg7e>|YurXu(^>7I9nq%D7|@P17h5O?D(kjQ+upOi?e!kxk+ z`pcqrJq7q9Y3o1rvdwlziohP$ls=g)KcDL-f19`dqu^KEV*4Av9em9RRasK*ty9=P zRr&9W9c+7}z6etd@E%b$fXCXOIdr-_#qZxY9Ru7Rp-6!JsJ+b&L(>`P_;_W?LV0!M z$@{_#V2SZI22$kPDy?kVUT1+{YFk#QbAK>|IK^~CEJoHR+^jyG(aVmNNsltD=7Aj> zlwLwyG`Z@|pL1?pAy;CAlVP)GStX(L{u<$EzKe_6?et)E66g!)7*_hy8{__mZl+Vi z*XZ6HIw^`6%Y^c`{Y&?y{7fNc<)p~pRR7$WIA`Vl#HieR6%RufHUm*Vf9feZ2I48r zayew%v@m@*-i}j^BwRXmyxW@nd>ubOt)=6n5zLhMt!i}97i#^$wqU2aB~7}{naxG3 zW}4>pRg=O57#radYDXw-PC3;W>L@_1i1Ri^sn{l>6_R_Xli#h`W%W%vY)gvs_wz!! zmh8{BxfAZ{*&Tw=yn&wNv;+^!ydg5XHa=ko6wJBY`L434lU$%{4;JHX*;jf#EdM#!Bx@X$fA4kZ&1{ zw;3H&@yl(gas|ztmFwx%Wl*dF?^E}1fYBr;Ni#;>h<7r$bkxvNv=y

~y5w#uUm> zbqdN3DB7|}EW=kat*AGZ+0T@ieP4b|0fxf!iTt~LOnC+KVcjP+%Ujp%X&T~6!|cYE zDY^FFgTK%25J1O1=mV4edlhPx@EE*qa*8LB_EBd&|FpAx7%yeY`>NN9-`#0DLdbuL zFZpRmHRr!yAD~7DZS!BXjbirM6d5Du95Z>gK|RjjFEXmO(NGoJ zQP}7dAeF2mRIb|3=A!gC&`uD$n7OvjN3611ocp1CO8FSP%=T4rj2gz^Xo+388Z}Qi z?t^Wv%LSo%T~bN5TLs}RlwCchYXV;hs_xq9r;ZUom2gbAV6S&-h}SUhP@=){#)>!t z8=zwl+8=EgHh_r1AH~sFqFmYXABvt>Utx_x(XdlhU&WB1*V4bO^=e zqC({D?9SHb2p}f2v$+3I$1c_eQZ=J6DEA-6kUij8WFYIcI<)$K<=j>Oma~QyAfw;` zJhW7IzdLjWi+?4YuKua9q;7UIY5)qgJZa|e@Y&?5M06BySJ}{F^w#eFF907Ty>7p+ zB^U{&{dMZ?Q{AlLZ5m7OJ7w@q$t%6om-)!b8?}hX_atzZiB~*UGf!S!)MY^on?oM# znIv?6qS}~)Zj~0jKY^Y2jxtX%wXu3FC&T@sb-pl7Z(7nxRV)k~W|_tK4mFFuqdSOK z)l_kp4wJGrTas^$K6=O;)}MwuZMu~e-0|9D&nTZQLc4nw2MO#v?y;sdr)Trrj5eVV zXK2Ib5-+!su%^;D#S@w0IhhS zMio?x=eU(2ZQbqK(iEH_McsQ)ta~X|E}R_fYmPMZnd-G z|KHFV=$-DzfX4Z8qQ-0(vq|OMCd@Bv!w4mIs1!z?T^lxMg^Y0a-8&rcp&1Er_Cx3y zpx&C!eOA9=gQa#nn_mC$X|jmPQ{&L}!ldT1zH8VV-}qPXawqvbx^_o0EzoisVyW!9 z25YoEp-eW$Hn+t+v79?WBbg+K8}W$iNP6ZPYsS6r)kQhBhBCHu8eu3%w<@pAZY64b zuy6f6DSlUp_1K{HxcSJB9#mnKI*JoYPn(7RvSl8(d8hcY<2Bv9dWYrCu#EOR-ciiz z@P&%fvLbU<(+Y(WGQZxL2Fwqf1V+aeeQ8W4GKNVI2c%S`B1_JZ2!(nn$M00b0iZ{G zlyBv*j$j0uh2B#NN+8zsApFIaWTu0>Etub`Sf=H8S@ zKP98>42IHXr}aum>Wd+DDZkzb>_~e1S{CS6cSUve`v5k-wnpKb4t^)E46WqeNWs() z)B+sgL_=r*aaO>bS3C?fRO>)7!V1DvW*|`FXYhQNiC8y&O(U6D;h?_g%~) z8CPOj=(c_N&#v3*KB=&cOk~j%=u;sb{(I8#E~hTh0Dn>4MHOyw+G#iQvv5Kjvozh~ zR1eid2s0nCZ==!plRDgM8~Aw-aDzHIPCMY68-*Z@VC)-5r=!h>!otr(p-kk z-iD7XZ$_3?R#!{S8WS77x;BZt*+u&tEz@dkGZ2qPXmVehgbF<@jTK0qyTb>k!Btzc zcK7zw0gGuDA%)1FL7pHhx+vXLO-IFJdXf6k~ZP@i&b6iTcuSUtj36n9fJ zU(&w)1nWpD8~An3f<82kR|H*nZnB0Bv19F8f3Fm;5o34Has`D+rp3#H+gy&F!8 zXL<%*LnX{Ai-bk}-T9WX63ZaG^T3nWDYQpBF$s;f6*2gGM>?}0Q zcc`@rw57pC60HMWS*6TNV~=M7GF`y(m1ksYpfZL-ig7NYM+Yoo^?>mKfz#okAe}Kf z=*|4KN$o@H#{QiNNd6T4-=jwKaKIL%zq>3M*;rBj^B!sKMsY&nwIKn`NF5L2k-)wU z-F^p{sx{hv#6+>1j2)%6C;6e@OEG52xap8CyBTGPkk>UA=av_U*aMF^*)`roOIxty z@R6orfbH=MuL>7B*E7Xyh}{QtbqJN5Zt(ClVo?IZHEoG?jZ&5Dc?1rOVhC%QI38c* z4`GsgVt^I-O>p(lV%(ew|GbS7E^~M5knp2~>MCX6WnD4eVlsb-^jrVn-LtM$c5*2n zVs33IqZ7b^xel9oAu+oTG0>{F&`8=N{`xy{aUS^ZrQpbdVH1R+Oc%Dsi1sNzeM{A_ z=&Y(7whu|jv!WvaCB!7NX@mK(0}vawMjO5y1WCpxSL^0fwpXo zzPC}cy(s@bK!Mr8KL9uoDQ+#I`1Srv)y^59OABZm1sPcET@KA77FIE8?D4YyAfr*` z9rn}LC)1#5&TdLm(vRxm#%3xR>ZN#=6B1@Pv{wK)WMrGv3fi%uOWHT3M$6GP!-V`z z`Z=ex0t{;=30=#onM8TUvEWc6wVUwKm%5C@V>DYHSU);QMX#4;iVDu7>8B8LSezy( zn3|bsZ5p1TOMLyFN(nP>PgqDge{AWt%?W!{nW;XZJUuyZScwo)?7u`IwbRU68d9;~ zgG&HJw{PGk-fkAvYOl@bESW_X+ zHD*#oXg92T+O5`Ie1lJo%baL?p_ttHY4IPfCKb(AU4Go!;rX`%+mB z3*hi;HA-WW#hF`<&3b7tmJg36Nnl$IJFjnW8#})yv+5Wrt?wJqV=SFO1zH+_5V@JV zif&fFbH5q}D-(^dJR)L{F?DCA}M||Coo-u!iq;q5E*#>)VhX^=*%UfX-AdJy{N7Vq*66tA0-G- z-F0S>9XT>iTK0++AD za~`X65)nrR6fLF)_8-#2)OspX=aji3kiOZf0g6kjZtC*l{+rTzQjO{w8npwRABH5} z#=gN8b##e}iqcPLGn1F$Ua$Ml%L|uM&eV^{JfaGD?)4O5s!%qzVji?h(e?Mr%{$&| zq<8vF^Ko(SK7EsB?llk&ytL_#e4`~Y@Aq*jDU5fBDYsrwy1+C5k^Q^TrTwqROf*WN zUgM9ncnNjzdEq+f;}j17W$4{lW@?GW=s&(>s#CJ!*A}zoGFg4vR8r@Rd^_bYu*1FV zOif8q&W_)hceBpvm7wCvQ0IaE+lpLLFU7U5j?4Y-|Epj06gxEI`lF%Pc4-PH;|$4C zQ$7cnuoEV**9cdOKua|{C6QuoNvO!&;*d|sj%EOWJosW zeaM)eeU*o<)9qe4(=I8|dKUW&%ZmI$j{uOEmRrcm01@PZy1u=@|TryyvCf)qmCsVJG7 zluc-W+^+juF9KVa(*BAQCxZo_j-Xf7lsziDARQ?c;Fs+VbIoXVgqFNcx950T|0(v{ z*m69;y!~{{z5=$>-b)8!jV@Y)*#+H{;NUKQ@2OA9Ze?d6rBJELg`r2|=cn;~#rJa^m-oF4m zA5gc?dKR%tdk66 z;p#=oX#aX4ON6L^M#E9}2HhS#pI`PrGDJ-}Jsq#}m}Wt&Yrq7S*wHHDZfEaq>=x?~ zDU(vE?_<{&u&S4pX*m#Ft?6jK-;p_Oj&H6O#e}%@*wO=~h>on0l90*6kZRuMp~a0A z-um8w?-(<{4y5gFPb{|95Q9h^OiLh{YRY7tQifQ$*H4L<$xs+brId4Rg#V&$rP$Sw;g;AM7T%NxA*6>FHzuSCfp9}|`er$&n9bCD!Yid8tI zlo*h{csJ>h4#cg+eG`9dj1 zRz;!V7HJ$9J5CZ$hGc{+M%K&O!uh9p%%!U?66Quv2$6ZK%FuTf*D!&;UaLNr6j(Oh z$FM@3lNVpWsPR79)EtuN;^&$p@W15+%_X@Q@z8=9Zlz9)n%Mo(~1=jV}H}h-|tt)IWyjTxaT^usTV((g*YVb<$>AX+1W{ZEc`2)1UA2?MI ze)=juck1H838-~0ocoCIgyi<>`U1*#@jK0awo~4Y5|$;3p=khF9yV}12Qun9@|oJ5 z7sNM$Y*-nUtYJtsQ{jc$U1$Ji=vKRzOEG!lwq^B~M~3ke8bR3ekFAgLx)lW72+W?d z?;TpY@~F+&#c%Vn$SRUWGgX^RNkZ-*#ucXR6zjlsMU91r;}1iNE4FWRXnB1kuH{1u zW0t8kF`g5|>xYML#iy&NJ%ydG_$H}%dio8ruTZOUgYhke%c**R`j@K115<_1m+ur84xX z`&ZSdSG`c+KGwaxPP}$Fk~vI})`D#GGy>(I|2eqkBQWg$xxcCg{ZX-xiP!J{(wuesuNVYl*JbM1 zZUmeW11+axH}8HA&RbHq1I+uQZ6C-}q<_n=QIN>RNq`YRP}WUAJ^dPaDBxQL{DR0W z`dsCg8t&75`Qi-gJJYTcIEdDDrc8(WYKnMnb^52tAF9>UfrJ|b{G<{0+_nl5cf*M5 z6FW=qn5laA2Xm_kg;8sYF8X)1M^GxNRfgZda^$OUqJMCeZ=pXX6ZlnrFuXUuP6k_{ zUQ}0^`dq^V=PgVk_Bur}^+%EEvg>k%{^v6zVStxx<`F3iTB=4^_YZL3@usgqQ^I#) zv=<$uv^r84pGF(4ZdHP~C0Sn{m$hTv>9g?{upORi6(Px_=L;Fpr&XQo(jX&g=x2|t z2%zf9cZ-RcgTAvVM1P!X!FuhDzCn3v1w=L8=jS!(>yVGLvvYAbFwfN_9|@Q8(3?Q2 z+Y{3)KB8yOtZ8$MlH=GXGO=o$a)L247PZvAR;?y8FzcT)M%dcgyT0sORGPvuERe!Vh$|I*N-xb=^doLKd?Es3EJ zXI`;#4l@sa-W)4)bIMH!=7~j)*tVsa2zy!V2-j_JNP1Ssca=`!QAa-gf^HEZ`*w+P z?L^gy`x*sH3%;kw{$eDfJJ5Y8L3pkf0LMMF0X)#bc6n))BOgs`TzHG-k|-6M3Laiw zChs0#j))f9HM}dsmR1kOa{0}g&U+*JAj+r9DVwz!+eKaC09-}~xG#VBRR9;Y_+V}8 zB+(Ae4Mn;Da#5t&>8=52nSu|JfR+N@lqg0h-cOy#{!5YLu%EYX#6v9gt0xk#K0=5x z>}We8I5bClncF1Ltq$fH@YpxIYLj(JlH^!)8|h?v77BssWMKFv_$?`uz|Mq{Z5V7p zKdgDkr|8_z_XKNXb}d@qG@*s_ica~^;t#L#i_bUF3lLF=8PVVs2%GrBV7)ANE)0&dpxH($?dP^MLdzm!>PeaCFZn zp_uuYf8vor-t{W~aV!k9nG_Z33c?hLN)1uv8W)pAt+ zmcISVIQen*W@$d72B=kj%BSBiT) zQ^9rx<2>^!dS*&lvqQ!ZjoXqC|VqZLfc;08=P-?wPA z%)}U@DsD`7>-k*r6&thgz*x+;;{BI=j3$+YPCNp=1h=R<7*|+ z469d;r=`i(XtmWs$ZtrnB=YC-$&?)aKzT?F?y_d!1sl@tk$8`&nmPsLc%8je)Hm7n z&&GE7`RZ5HRE(YZ)Co-Ft|j%6e|r4uyg}Qs z%aZ%kE;4cRzCM2Y>8N>C71Hn29DlQjC_TGLh)pj&DUM}hzESv&O?k6YD@8B&IrMN& zk-C4E#*(F-2bGU}BLDHe@c2lEK?$L6FvlVh@fok3*yv*C!wkpFrm*zN@1f|6XlaQP)Hr2Lohxxo!BWUCb ztLz-*I_vbfF>b-Mb@7eEae{v>zs{_%`@%axEz$I?)UOgo>V8&O1OLa# zI(0?6_cRJi^DYMJ;Z^)DjaDcbRAy&0k?UXFXoC5$KUi%#QA0of4);QL>20{j`efy_ zci+2^yqMr`mUTKe>NU8=_BM9^*e>zG0KunXeQXVYhaI%gTA`0)eM?I98p8kP_)Tj* zhe=~+kXmB>b0Icr&?!=N>p;yh*q5hoejsI(U+fgUXXYP4-U*C7GF=Cu{d3)WJXnze z+eT{OcPav|9j^U$YQ(3^gZ_02dlG3pH_*m?sr1Fl;0i%fQ_N{9j znSX!wWLo4FKHK@cxwqTKC$E;JTp)!FWeQavI>i+9IXkrIRx%4zLfh>9>sEL66yp2| zRaGiq41ZA3M~6)q=6B6H4NE>r;x$Qzm33D|L_~Oq?F(0w?EHWDv~xIwvN~cPMh@igAoh0WmGbddbN7q~Q zdDmZyz6i$i==wfNygxvB=qZ)E;w2e8KJLw@)nV86gfCHaNt+vD5c2Hx@80Ogb#d}) z$+Af~?`U8y$b?`*Jf8P!8aY;l5(Cfmgz3oWqybyajN|b;cSl!|KeVcQm5W) z-gqrnGCHv%oKV!FqB7|%Jbx|gw_IACN%r~VYBW`fU^LuWyjm; z?gOah4@~5j-vb=~bRVVv>iDpH4uG|+P&%fD%qZ(Q{)w6d@K?CUx|ILM8UzYk)@Iy- z+?^H<-vrCb_;lv_KZe;^5I~{2cBGk8X3UIsb(O@8K!6*>_Z{&|WA!GfMyWuJs49yu zO*3@EUD~3$sOOL2G~lCPTn*zk{eDE2XLRUlf`on?t3(RB&{-3Px!rr3VfDct#jdt; zRwe25(iF+@d+Dd4b%Cag$ZXY*_j~=OuS7x9V#8eQDAV~I=FI%UIS0S4*+PJ6G9|oR zlQ^Po7p;de9~29;L)&ua;&Vq1`$r}o&+)a0m!lvoVrk@2|9J~5*r-A)s!a^9(&8Cj zj4rBn8ivr!XwnIXm9O^l-Rb)2Vjc-BxS7m1u3^k=|HjgQ_p1|PAMhLL^jY8Sw#lwW z<$cTE4#IXaG9Iwt3@-Opw?DZ&S}TQq!MH5i-e%!NHtW;0to#|rSJUy=&}{;;WNg_! z#ze2$f#8+$oHj+Uy_>)1YnEuzBw`8w4sZsd|{=)u$d`+qj+>QZ*#Fi>9#x2D@ZY}e92WJtuP9y%h zs+8FL6=*zhe@-CLDy#_iNp;A8`jn#I${-8&g7u?U&Gu*Fc5pa9Ie*T4=IpeRUF3e+ zVjQt;hxRUa;ERmSRRo;%0I5);CG}oF3gJWfxRo>YTR`m%2xoh&FC5|Fy4%;;qcCp5 zsN+4@;;V1O0FCs2bWz&}$bn{dcc;fd{-0i*inUDHD#A&591|SV zmH^pa(kqnf)iIAESMKWb%buN%$w%7C11_VD?P*?ZU%am0NfqPVP!ee7>k1x7wuN)C z5kS{1|GCAM{zmfL{kz6SbZp-7BJG;NEN7cn!u8(#x_tvh@0~40}h{Q?==DXX9OCZz^ia{nAU! z_b6mjiN^|mr%$5f)Q)*XU>|`ACt#kJrHJROOC363t4N+{8^me!?$h76?WYqLoE*t9du z((PHGtJAUFkO7!XQQPVDitbsL^jy%y?}eR@s+>e{{r%#B%mFvbB~W#|Yg^mk!*+i? zc6yd4$W&2abG4hdS-qZ+$>=Jrn_aWII%I+Iu&%;C8MybPw3`|M-v`Jn#p&)5ZnB z0!$MSqijC#`>#gQEw=-;{qj;AAql0P`@6zgFz{AODB~I#m^jS7wsIVdO)chY;P~l$ z#xU9BWO3@|2i8@y2}!zR*U{45v<{PXhV@^8?4NbGBTWDi&z0OYdHYP_yVd(GUpW=D z;G@l0cKJv(MqDn%q-s*32nYAN-8tbEOPfo|^ACnJ(cJr$EJLd@Z|PI_RT@nP(LHx% zWrklgq8<`b8sX|WDM3x19)oTnU(Kf#e4kTxgqJJpJbiFC(a{=@;mog;CFPr=r&N2u zIRPp#uSc=6aqsE%*)EXEn0`{&fGy2GZa&I}xV=`CviIFXgh~nQ`2>oz7&Y^j`E7TZ zo#GRkXJ-x+%S1)NK#@z%B<^I5S67}IzeJ@!5DBX5l9;7-r}|r}jQUaCd6R}b{LTd+ zyEo7Fyu(5(ctJL;Us;B^rB7T|{;l_GoIv%Nil$qB?6NX-T|E@%3TJzZyoe`nu+yD!AD9&J`?eYH++Sq9M3^|cK2}V_ke+af0{4b1O`NTQMZ`PrOm}>5y#^gQpip zC1pa7cb<$t;iKNPyZ2-090{`K`Lsy}&46=5E zt@H|M%e2Y;+E0JedlzI6nev`s)5|8P!=oSS;ju{)E4Ood_^CDwJZ+iEXW7lbj+#cF zUvkvwqe7@ybmWP@a|AbSLvfd`_>WQVp|_T(=TMzAa%?Y^FAfMG-$tC7DYal3UmD-} zF&nREX0|RpYCTwHxpk$=A+H9xIr1_FpI724FHO2&^I@va!#4l|_X=^WQFqh39tErK z4Td{PBp>Y=|K+6vf{h=wXi4>F{?IU4-!*%yvNfsk;eEwc%6hrihELm?To}}SnD(nt z4rdSfSYxp;CpW)I-sqb9#zV1V$m!Ra(Q!17VHl7oJK#w`{3^2Bvf;=N!MTFCawfaH z`G&@g(xR>}la}Thpu=wE-LpTk&VpL9(y0Yen-|&h<``ED1EM?LY^E%}ul@37jQY{K zm1b#9i`L%kZbOH!r&Vc%AqWpsID6NI0}2E4q8yX#zZ8gBK~TNArcj-6Ra^kF12n=+ zER<0u+Gq}!Q{E`iRNaO@3w=Lmkn~9IhgV^=o`#~(N<>gY3}QjI4eV-{FMboVY0IXbE~!{0 z2!|x6ua{eMkQcnn>rR@tIKHSK;%)A9hkiWRlhUI8Ri}iUD(J>FxBoB4_0RW!ngk$I z+h2Fx{;S^lwB{VHj?KF)+G&p{yGQjpU2oOpYvd^VxguUfZ9#<(xl+Ns!D)udm7S3i z>6Gj=8LwM{OLQegnd|kk{k{P(EWC`OWOT%njdnvPuwho|aA+i_w#X0xB{G)p*?+iZ9ylH7FmcvPx<}DBY6;jBb@*&2i8dBkaluK_ATj zj-1f+!(V&sxEe$gC6Vyx^1K~TO_08)1ac7 z(bXaO7k&mwR9A$4JL-{X?dOtZ%lf1EkSX6GxAI6hHYF*G_^cp=;(G;I21HD`C`J>X z!L$o@b-RlPt~k4~6y~)OD+xgrwF&Hwf-op@owRlfqE)}aW!bCJu(_ogV%~T_9^VTH z2*7)}!j_--Lwqq>%Mw$Qw1Yr(ZK2T@L~4bbc{D)E`ZiAyaN5uAzO$=EU{ZOCVjlEs zE%8z1?L@K)7lNSRf*q)hNvDr_E+91wml?y{WL>(F%5lOYwfvHbb_;P?-qd#{_e_V( z=x=-8*MNsU3gd-xa5K4B4c`;Zd*0jlUwlnN;mk2xFCk34l(?O_D-ZY85Vd{m>@>M9 zIh;6FTpH1!NLOeGkhd1hTM3`DiUK$hjG=S-9e^9TTl*N>LGwLuiMsNi+Qv-$X~#g< z6^TRul0(!%BMvQYui+ZT$T= z_XAR6MIEK}kQ7__&2Ynq+9Pl*xOLBQCQ4q;dVKtwO^9wWd^3^H#e#CEEEaT3PI$fW z;XSaEkD(l)Q_wHDvIk^h^ApgErz-zBY{m^NkG{$YZ3+VRo zD~&f36%&87Ym(VJ;!!I{&d8pGEOp&)J!krwyTiKAGM^lEvjADZ!lKzfP0f^N?809q zm3-0Xu1$)~BWEYA>y(lab6(C?(!>$=fA)sjZ)J60KD=1&^tS3Po51I-^~tOt>$p)J zDNkDMEim}b?1k4cvb8=bj`GJ;SbFx7sgMLBSKL^Bd@r|_FOgh%!&F$Z%_ZHWwf!BS z#)jpX0J%l$#yZznDV&TU%{0g4P4rkQO*JDqg=nKX2ZsP z+ZQrOR&No>i@t$t##^(qvmQlp$GP^$n$uIrIA{n8~R0nbh%5JLN>U<+vo;z19{fMm93X7TWkB|)?;h5B0Qns$R z{9g7=Zsu;%;bJk)`r?UgOMZYEaoOf~XN7ZX`H|stnX&v+kP}`0rj{c8%fFr%iu)w@vUe#%h`rcAeh=(udA%>!-$lAg)B9w~se0<< ztIH@zOCjeI2A%X5J45QcHq<54Wn3AJF!!y)3DoH>6_j;caD>@(O_{Xm_oqpU>Sz)? zB{PRF6%_P{a@k-=dylb(mo7&InXMlpb<7a1;9or`D-ew61QP0o+9k^^UVaa_n<_OW zo*{H+MM>a;e`;yC*jwB$gy9tsH!7Nz(9zXwkx+QW66xK{cuGIZ630VP}JG7MC;)9i(RPLkh>#! zYf??Yd+A8|kOz}4@=7B4(OHsQOP*e?6`CmkLeWJ~NZ7Yq=A2##S_-`rUhc8)p*Q}_ z$#Pr1*hO<oD+%fi9K5u4&T^Y7}ev-MHRDbSfAU2 zz0VmUE`zZdc7=DbD~?e)IpVvMXq6ONq^^IZq&v*L3d2r~zRexk@iJf#tuk*=ex9#S zp?Z1JVQ|ZVt*J#BsVdwNFM3o?wD3bGwGST(;G6P??7F6F^OFV3ivbUd zj@mnA1dV2znqYh`SZaPe$adDRKW!iq6Lc$Ool!bwKVCy$A3!{Ziia-Tc<%@fbjjug zC_>SGu@V>up^P9SFKzTGzfC%CGt>Cv>hG*SHlqN*C3EYbN`umW?Dgf0>}^~*C{{r2 z_2>2q*fbxQS}cY_2md=)i{GaK&?{h?pOz74GM;%^QcWsS{P7osRevA4+2$4^z=!jG zS+e&u_ty*D?)Xvw#*`JLJDzFqkFHb9M_$9}EZTRGZfCs`@i(mL6Y*Rr zCXlWx5Cf&0pQQ*kI<^@KJfu3CFp)~ayh}(XJodKlosS*x=@&DAY{l!N^08sJ%KTvx z4PYc*uoNZKB*jK@4yVb~tybM$28o0Xi?|iyF-5F8r>;Qylk{2cJH26crA+{7EZ0pR z9&oY8QsO;cJ|;Mvrr220`F7S`+Dp+5h7WpUSNNQccUBTtvly)c5r}eey%m^V!sniC zYH6*qJqNeJa79|I_{KfrJasRHZc;>i7owIU%<$g&Skp_mvj3_dt&+MJbY>IQFY~KA z^@2@RK6!y(T{l^SQ8GI7Y@u6KTs%Ox&E?ili2m}|O|?O(7g#RO)lc2x3-Thvw}h`@ zdIJF}LQwWe7i%DhMuSjYnTqP?&5>fu?Q)EJ9LiccVyPkt^?D*%Wxe>y^HIii%qIsn zIO|NwSif&u6r$|CWZ4-npAa53*<2G{8?4GHG%)r*6o(il3_-A(gy6mb$-@c}pj6;= zB%Y}fs-z`vpvN1p-259G1AiR4GI&jsp;}NX3J;yEfa?oZ&p;~NW~vKCz@{#W+{c!$ zrDgi7moZ$_^G5hbR0S_vyL;wb?!?jjn&Xk#jrjfS=d824@7GDj!lKW}O9dsfJ64PD znyN=9Dq41wZ7GXQW$o4_mXJ`g%S|79>M8{m&lv8rxC#M=e!Ofn5&4tL5?eSvMzF2@ zxqP!1R(ZjWwx%b3o)1B4_2sY=i@#kN!NL&Jt+X3zE^ADw&H4KbKRZ(#`sM(KPz0uj zxPM3GKPe&yESI7`G_8IBGy`B=z)$Vzo!$yZiCg3&*jSDATUfDiYy+B}*S5yD&byx@ z!F@NWBz5@jHdedlv^Uh_<H&W;6d~GWd2k|DE{lvwCq|o)NJ=L2)4dQz!L{ zAF_mgRzN)EmOj~4)YfW%yoWD8%cAH>CrAM7?o3s+;1-TMTQT#|{RldIU3;6lg>B!} zi}O$&NY54X*fZ7iPAh#sXJG!TFm5T}o`BFqVa8xuO4qx!0%YQcqqHEYfY7qyAU*oTE566begzdSYGtv( z@vqjoS{b~>aYLr4^Bu;eZx`&YBF7wp${cO>Q%7@ym7Vij;NzhjAGQG&5dR<5Vs5YsEBrfbPKOb)>u9;&zg5Cd)Tx(IAl{mZOXe+pn z7vb_Et1K3gc~W-r8zKJIa0N6{3*A?0R6-T@ucP!?Y_&*>lyfT0p5Ps-D+<0HaJX z`po95e{0t6*ums*54BQtaHY5d7!TP2+=IFUq4?spZQ}C5Pt_~g{5IM7?*wHQZ=#nE z6{(--YYg^@7YU!B(`y7EDg!2s;T<(NlHE&G!ZK+tucGoOCjbrAA>H3A%c{1(k zv_ihR=9nrFQ7fn|Ir?r_CWUo@Tr+5zA~}$m5-&~Llj@gQtT2C;Lq-Ia>AKOY&XsvC z19sQrhXX@H?UzpXyGe%h{qFTRzOm7|#cdEY`s{)R-GkkU9-EJ=TtaxidG|v-0u6Wn z7I~!nsA&9W-{-AB$n@M!>*6sD!E&xbF!#?S8XOyEF7iW?3!~G^))OU1T6KNnSK9Qk z1Tyl7cfv^&lXY1fUsm)XZ1I9mGbt~3P;BgoDGDx9O5*XvgE_#2XT2$=c>h?&#=8(w z>$)*HF2~9^QK73~;zP}?E-Up*$C~8ua@_pprMCIoQomkyZGEhLgIW1(2`~w3IU4fR zoGQ00cgG)yvkK!nKjJQiTAx{@ZT(eya7DCbS50mMoJ~R(J;qUWYnXVvn(Of*73gcyJCbNrXwI~LZ^0%8YB%}X*G+e^Ig3}5s(Fu>YX+^Vbgk zx^H(tqy?vdUW3^}+rPB#KK#MtnM@Kr{a7Ib++^7swhVRskYLK~u86d)$l9iXvtkV7 z1xC+RbYg@I5=QJz;^g-(x4!d*+_5~nx|J&Y42>>7*O%aX^$L2!XB#T213P929sPQk z=OkzR(*_T)Pnx zx?-N{`k`Gn#cL@5W&mZe(a)(qlU^)V*rELl@oE10&Tsvfm6K0XX833FePyr*5Q5Ux zJ#V=!g~!n4WG={^_KbGshL>_O1mLr z#q?AU!1##hF_nN;aA{eyY}rcH<)KQu<3GFjmp$vjDzQ6l?H&{`p`@~ipZp0lVq*D| zQ3he@FgZ7WL|75W)g?V&Rn~c}KylH?K7f;o*UZCFuj!&uW+BpD@5E>{dcvH04o!%` zAt6FpjHG{8g(C;_%^W{Fn?t-)s?zA`8Vt=s5-aMFNofuwlr?y%Bh_*c>q>AcYUos8 zPt!U4Z4q4S`G~ymObOo0m+uh;9E86{mk$-88MxE}ukTq+c&UQ-5B;9~;#5+UIq~h9 zJsa7bARj5D&5R{0BIjSUJ@|b6pS0H={zVHy(rk6d&4Asox_0@*LB&!0zvKg)u0IY4 zEo;MnTC9`}cgK$dD=q8TgN`fwZ%wWQh~@uRR>3!T4lLi`I>&Mm8@@=9li<_0=o%`! zQMRaTPb*1{jf>N=jFJ9*G>GZNsGJ$pM#bcNP&!OMO{TVp=zy1T3%{%*Sib64QnQe_ zMeNzt2Gl3>R&X2;NAH~CA#?}I-a(FrKHDa)h(NL8CGSrpcfu0H$Ba`{b5i=Tt0F#W zNi*_7n`pT6bY*?3^(hTGYBawF12RUgskW`G_{B}l`7V;B>qE@?q<&s%g4pI`t}v=H zr$soAS1gWjl)mPd{hNtW2rYN4$D4TUO)MQI>08l0?G4g4O(l{$sNX0e`Abhf<0?79 z)eqZ;NI&8kiE4;Rwd7y#au*&JPK(ZCbCmK4`Zpxy$u^J|51Is!}8BH!<2)qPF z6qmAUji+@F0n##0@)Bg~FHJ_kM1}FhhuCc2Ku>zgEI>tyUmNC|VLGDS$}$HF$87m>!sJAu82j`5{iaV~h7%R>{^ggsDWw2_rlvvq zot~D)#avM(u*u1$5uJ6Sa>XKAQgjsPTNM}AfMUd~LrOl_zhSVJxvgX_STBQjZpcM}1m_r1(Q?$7# z3%*cBmy@?yD>ekVX}Dp=cz%+xV4Fr5E|>gmxofVRpncU{j`KIgmnZm<2fri&GaQ1L zJLAjj7JJ!CundLK>K&{*S$Q_`%*A4O$`SR66(9)9!+th&>a4Q))}4z=Ii^+ee%4Nxt8)H! z15$FQ%j>281<+cwp2Lo4n82dsR9bRz1#O(FS5qO~@pNPt*i+5=e$q%+OvaTq&M}3P zVe=^Gv0CoORHj&oyZ{tl(`uD-ftBma*%wwWj!MpZ8Jr3eE>16MF;)Z+7r&oPDX#~7CqjG;&LF+lLxnRc8rp@Mj z`Z6Bs=^*o>>tZ;hc4)BxG7=3zUBxd)hBac@1R5#;~q=1^Ebhl)+kum2kqm-+y_F zdXO^~ywSXU1(($-I7y>Mj;B@|s#*k)Eu+SCGuLpjJzNSm{B?8kl7rQkki(|F{hB6&tcBzO~aPtd^WQj zhFO@Leowt$pZE9o=ez6b>dK{zJ@5C&{c$_pqw0Fd+1RvhDJi>6*QWuAPOzpmwIL;s z0zEZeVC~MD17mMzD`H2wUXj&u|E-&H^XcRU_!dv<{zG8duUf}d_~L&?0NI0oBMbim zW`C`ZK-z1!0uXmC0;Clx{Czx&5B`+=Z=H5h;E>Abe2_a!R@gZgINxbj8+>XIu~4UG zs-dO7cdPjaC$E7Lwdcy6bmx`8 zmo@$W$;@@~X&|;0C#$&7;pwx4Ld~(GA4%YmcgSG1GV`kS3IYUFOB|q`X5Vx-BhUC3 z$Ud6{ua=FJa7&_|jg4?tB@+maL7(#*SmRl@ev}iCW)Nvr4rw93R{L7UL60|AYenU3 zY)Tb#P3@1uMHP|m&n4LqiDsJGddI}4@+9=7^;)6fgb?qqRj-6n9{ezcbcIEFJb<;h z;A47%ioY6tv9lD%DXm;dCx_N=JoZa&l$R=e^~3p8r7*R!+Pa-gue}7T>v1U)PKs?3rELJJqZ%&V^k! z*|_5re07gNT-&erUBw>$7SIyqPR*(5a5{lGi;vSgS)2OK|5D8Ut*U8N0OAD zy{Ir|%DW^PuAgAWl8P2%8TdNBnnUI3iaC((IpblIX0$7#CxHC{Z!!}m!W?fu!ZYR? z5Jk9)d_qi$>)$*X=~jl8(Z=&CSmMh$Hgspc$W$vb^$|syn&X*9BXp$3`oZQZXDD|q zKdXjb-1F41$}^0+L>k!Gu-+B*b7k%*4IIz@#18d(+`x@56vW)wqb@hyS9M5L8>#wi?b2p@%2LZ|*K9#t)9dF#nSeKR7m}c$el&CW z_hpd6ERYe)um2p#ySPK``C{lnB7SJ@B(~wM1gs zJ|GD1H2SXpoaJYEEjM=KXz+52z2u*#SIjXbibz$Lr79@q6`=NN?;~M?5^|_5^zfmo zxU|Jj^Bh=j-L_dJyj1lE(*T%mukHC-7k4hb45Y&s$~eeF?hP$T?*$ktNKA@dz^g^w z>g01)eH;HR9;qAw`1cUN@SyfZb$VHbfNR{P)U7ehl-0E;khnC$b{@3aG8b3|B&s@W zMk)VuJ`9MtwSIiE0;^=p$^PA=iFJ(6Lg=GVfD59uz$-5ese6~>2kZMEL zupDM@unp#B74Q}^$;qCtJ11nZlB}5$dl1#rjs0llJLg{sU>9EFNl63$ z^coCy_LxdR82kJC9>tjJl*-$|sv;r8G`*R+d{5j0T}Kul{?H;zv{0@2nTjpb;kLf|sD+~M?)pSP`1VtkztmsKP&zI=McPR&&&R)e_p~8Hu)8GHIwAS351t~! z+`TJzKyD5o|M=GqG{-PFSkQ`m?0MhE z?|Y7oQm6x89Ml5*X{T3OKsrY-3dNe#R;SXK3m!u&M%15Y8WRuA7OJc zmje>55$ z;j*>iyP2aNkrv_$Mfo#gN^uC}^_QbZ&-FiCs0-jJz@32APnc?avYCvxDWs{C%nM=^TH7Ac+uV!;iM;WV7F@T z1odwx`zcBxNBjrttC%A4Di>XRU;on6A; zrwliu3mSsG0*>_)@yeu}5se7T^#7RYEdZy+zi&oq=;6uWJjAHqF2({4Pel9qM)69a zj-~%^pN&VtH|J1dc-s}627%Qma6wDxyJYXOb|{c@%-rWQgK?MKQ-Z;pwQ z^`8AV9i@n+iE(2sTC{pQl_M!|c=4{w<%yBX97EU)3AL8(eCH#MasT~5#E(jTBgHi) zCfRc)Z=S_pa^7Nu<=n@~Jjp|67J{-KRxfW?t!>jO*OQhwpXOLsOF!)%qaE0x;&pTTNkD44eUHBo5UFA zVbycVn#WsS)b4Udtrj{P`EC{c`;)fnT!xWqUsm&s20|IW5rDx%Pa`E|5YjT;=xW ze|+XSrU&3J;kbj_NjbLl@p6A~0zV!kG}_dRQ8OXHI4&_&P!oCzy-im%SE&(FsNtF? z>Uu$gl54cBSK;bbgeY^Fp`5yGy35L3_3;AR=ADUETL`e2C<3|0U?4C$XomcHTD`%Y z-(&6V?a{)gJa>tZ-vhxaxl@h);!E#)4ag&BlaO86HU9HP=w{%nGUyox(qrs9&WGDY zxcStNO>?p$gwy{4i!&pN#sJh9fk1$*r-0L;t?rLUE#uryEP0i^rltn&9DZbojoiDl zwTc5iO#m7L99y*CzprB%$Z?!cm${zMm@f4;U~%(4adrs9Ccb%dP?;NOFe`TxOd(}} zPqJ@i+uhetWDJuMrpEOB+mZP6(Wg9Pa`}uy5yDjFxN!{|VZ!g40_eWKmc%3YjN4xr-CCFhdkE25O z1d$FYx=AOte*b=f*txw_+dQ>O9V?R;g8ymbHD(%{14%V!Oa~!nk#z%-Y=R36=A^ z3nZHPnYl<1VTdqqe@cX#+ zHk#|~-dzTg3Rp)Fi`=b?Km>9L+A>%@d zN(^ebH`KiE6C;n!HON5yxi^yZPI*+b%f|?=t{FxS2Ihl`%h_qK#==)R;NRx&uVIt8 zER;bm0w^TsdK11pJOmi_#ZZI>+E(+yUNk()CADADK;^(g8XG*M3}iC3pW5WT6-!BC zR;(3hU|W?6iVC>Kydu$+Dl(SbZ|ui1biz7GK1d`(9#_8GP|{AFUsmzCp8Kp@KpS|S zZ>;jxgLfI8j&Bh1^TIq_IOSQ-N97q7aF6wQNf)LJ6*l` zhmRYe50%Ff>!e2$VH~3k`jqw2&WB?)1s?`ZYMwfb#sz=5=9U{g>-+lKvL@_op+~Ci zIB^aiyiYu^9NgxSj$C!+RWVPE>8z4RHGl1iN-?G0l^$BY^f|fs%kt}@@s*$}*&xy4 zwf+;vS1CWdE;PmW|HFJZiu|Ro{|zkzti^{P_`6arfg~pbiOrtV?a_CsmT6++J?BlRbBoG_-OD5SZM&m} zAJWk5LL}$Q-J-$Ry=9W_(DU8#J+m9_i8zf@NZoym`^ven;xpf$ad+mFwn^kfiu!st zrZRaS*L^Fu@lO1lBoItHGJ7}R7-MbCM`_fB=NXp4`#!tE~hP)7Mb6TiX z`&4xEAuze`y%K$Z4L}401lSi5=S~n=F6AdZ-|VXvJ2Mgy`b@Lqd9L}|sBlVz_bYxL z6Ac`rHqe=hauadO9A(BGkBD3XBnc0K5c*;seSXbTV_uR>L{S_}t@}cy43kArgG%>V zSd`c(r{3G`u$GTrl7J)cGuyk70JN8r!Z~{Dozx>J8B@^)GoLQo>*q0UlGVr5?%uW} zHH+c%#D&XIs@J8o0oM_E1fkRD5jFAJt7YV@J1B3Rb@oo=MK@HLDfO6&O0BDD%3$wK zfkt%)9IJNK@pJzI43`5Y=uPGCK+NN0NiL=o46&M0ByFmm^DyJVbbqcv|E8005ByEV z$qG%FkkLrP2_PbWCN zZ9z+V2W`qZ${{CUF3x$QYRRZJh?HD*Y9lX+xZsYnM~-8w#=1hO4_%4!O$5>X6DO8> z7Rp^gBnESW1%D((g3V@3t;DMHy{gI45+A3f(>?yC7z6=kSa+hmaDyxjq9;5{DdH$C zb40Ni;v7L;f?wLdZ+4N}I}30*z?jyYQmOw0`g3GTO17 zYe^mQF(SDbAPnH-)m459E$fe9hN4G=b=A_Z9+!K_^XBsx2tu2uP1CEEGrN3B5JBcx z@h`!?zT#-;N!8csZFt3@Z}OA!+@*cYCw*UXKEFinj3wjXw^qgWGl0Be_S(sJ8SCjC zX#us*fw(Zv$y~(vDf~|XgJ0X!hOY0SQV_oEw4d&6%Q^Tw#HWHyU9N?fKiI%S4iJaN zcve}zH(q<(!=e&)-z!zu4S^+p(1~k$zta|%T=|(~oe}xr<^kil>%(Kg^T=?b(U&|A z#gvf7gg#Pyqg~prkNV@Xy|(Q-wLFHqw1=N!{jC9x(uox|N$WTcU(OrEZ9sl7s6}ss zQ!^VBOhpR=6jz_c1?%g01s5RCHm5C=Ej6CYkf0@1xzt znc{6bo5*XjjXj(h-=v)7dLhWl@|hR)_YLA*%$oF26`+$QkSfwvPk2#+?@29)N`-L6 zFkgoY%-dOkm3|`d+?Jv`YiXLE?Px+nbl8LL*gJ`EKs+-3h_)`7>odMLKhKzBMm5LD zna@}BUm&F0gLgUx%3o<6Y!f3~d?8oYZRh2THi3gATmE%Dv&>b4&xODF=$5H=4TYyN zu7n1(Z8*ckWk4!|!}G?TCP*oww(X~)>9j15G&Z+WuF;48j~9RJk#%mIDC6s=%Op*F zj(+(}T7$)W=X1!ttIQ}IATWHQlJNA|R{2XI+_M_)h9CsuE|u5!49{eH)4UQ(4j0c< z%Wk|YrkpKkp1sYfb}pzsF#J^=}~ zlL{pGX&O%CJa^hDRI&sK4eM8KD88;lCXG3&hj%KiSpQo8<{F?mqx((AR-CloBF{79 zq0%6aqR7mflfe)aA*?{SH`lYy$IhMqvbnrX!jSt=%_(OixLhfVT&pU)tH42dkfbt+ zbH;p$nn7rICn(>_$$6nDN+i^K&5oif#t=iz$+0EVuCuNxHG-=?$UGNRcIHWAodq<`WsPH_w_%83V3o%t~YNSmh0fe^B{E`zzFDMUJn=l9wKl=KhHxg zM$#VI8thHqKsfEbSp|%AVYJss&vU70HoIgA>tNI8O2Y-mlETo6oQj#%FIvnZ4{DB> zCTi`@a78%dZ``>Vg}tlnE=c44^2ftu!|KZ8kt2qNu>6?kcRI4HpNUKYK@ruFUWMrC z(|C;G7Hvd84n1eIK!w+9W1?Ey*g~FwXXNkc8D8UjZ)tsfnk6QgyVqx)*7aG4pPQ+K znk|>@n#3muB;a-W)pK1z&HyB>P*yowv>@C5>{i+>^A1B9{Dr4JqL1jaXWm~|xe||> zQGGd6=05D4iCfFN1Tt7;C|~IZW}YsKjxbT!uQi5t`v;r~)6Utk3E`AC)Lh5t3c)qa zi`Zg?1Svmxe5jAt>;CxcTYLiu)4-Ok+7emNxgFW(>=7jQ7!oN7(f6g|#@xCP38P_S zRnDQRIBY3bPmAxQT#K^yezg0p>f*$B>9ggs)Z3O#$Hxsyr1h~dD5|^uh37Gx%$Txb zE;}j|=8#goF0XWp_F?4W37q+mB2RH^1E(z@mf-mM)VXE)?GnHv7>%C!JmK%Y?i?BEa#1 zBw#V5#5WRW`}UpHr>f2p4D_Ua|8$Mj&WSiEhYS;TA?qCn3=r;glOt|tb*fn_iny*k z3(?dRQ5}Q|VzkQLJpZv@&=of|v28=sHptK7j#8a(uZ_G7b=N*ho-R}tZt)30VC9Yh zpT=J7EVbk?yafey-wkL*y@};TNY~T%9>y{ z!V3-)VAOjJ0nsH@Y&Ta{nWp==)B5x9f})RM-hT|MDrZkBro>U>azHx8y>*E{Fjp*Z z#tRVrUHT^C%&|)s|zf(?sZhWU5fEzX*b!n!x|uCbvnNdx+^pp zk&{LmPZf{~e`Ndzo7rtXEXBV8dyM~=rdRmi5`B=KAw=;V`rjm&v1~KIEf(vt8D(VG zjZ;iCd)atmE!wN*fui3IfWA;H5n4fj-B7}g61li;O$x*N6b3b-yC6>Sx$j+4Tv>nR z*ljt(?8fv3N@#UyU+e5G$w5JlQD}r+jOh0C9-tb@hODlxqVeJBO9dL9;xl*6H&}_R zpmqQnewg?elv)ExD0d%Eek@sn4KMeRsAd*r^!}pu4Mz~rA(2>V7Ys){N%lS*WNrf!3sG{6m&#um>_8WHlMBH9)a z$;+N~5PxiXtNVD}ZoG4Oip!}!{mLeM2@n`ZQg;uk`(tw!ur2p1cxIGA9#v?YjhDt4 zHNo9X`efep=zN2ke%TLjq#9Aqso<=kJ@Vw{tPvX z;Pc_1?EPb@u3ssAvS#WmEJTmJNDuYkX^2;~#Ay8!qDS&T-*?6F@n30Q5$y6AMgeco zGbBF;zs1+bV5_PrHne=vAjVARieh;a@Fw_TP{QfgtdDFA+U>6=X8-Y4oz?8VT}=`T zp1V4%-(}@dG|Oq)bNSWIESS7b-P+0S&mJG`6tEk*39K}Q3PLq*#VR%Iug$bar)60O z&sv;RT?cTIuk^U+P{U2heRKNTF%&6Nv%{00+@rrU0wmo6?Jc6>g4P|*$oiV;@pg|S ztpq9TwS<3q<$hA{R~KkbpPe!MV)k~V!9sI#58tb@Y^SGHDK!wt%ejN~jO;p$N@?x^dIzi9^8>#jN%Ht`4Y!Dgw_+B`=o<(<$^3KVDT+f%D?N^+<2+Tbu0h@DJ#|i#RJQuYtucqoj6}m6Q!dU0e4l%TZwoK%wV;kZy+PR6Rd+DY&!idyBfs_?6;Zq4SvffG&&BJG)C$tKEI6R)w5FeEGtw+#W6xWD3006Mx3c2r}nJL3Yo8+3r7FqM9HEjY_5VT?Btg zxiI@F@YSyRqNsI5ElU&6Jnbbl$B};cZg;yw3WQ+C)P!{Ru#9aMji&EKT|BTF$)?z9 zrX|i80I}o@TnA#4Cma2J^9EngyRm_$4z!#wlo`H#8;fsv=V;`qD zg=7KL88A|qX`z??-J|n&$o@AvH)RU-H&tX?K9TQ#B4M&=I)@kFZSbWAol?$yrb()o z1?@cHEwV)ih*KF9ft55l`A(jI&Z*Cu8s$&DS8iFK_2~>1@NMfJ^?IsGoKZ?3`|Hbv z_GFt1XMS!dWN0RSXmq_M;&&EiTSG_@Xq+EDdzV`AYmvB}=UiYrVxi80(EBbRM-E>P zA8}PCk#OjUb;(k^W%_XSucP7H(+B{Ciu015{v*?%+vmdJ`|?ot^xo!hV7B7!hoK?l zw6JuCUl$_PUwJ13nXBlAIe8n3MnOZkzojvJB>c)BHwLi@|tG{8Z`^yI=Zi3c+9*cN;uOQ6==e+sAiOZudfQaPq zhM2;2oPhPYoTP6@Fp4L}I`rYDja9-3$kpv`g_|@9pW@%52^?cVX4oP^l)p)9Z+>7I-%gRTo09=`#FEd*Q0c>HAvn9DO!)ZRk zX^G%k5~T9f!&owI3WipzdP@M>w`B@3BX>gp3Svl8LYsljD_k=`kQ!S5dYk6$^v=zb z=zCR_qd;F>{`tCkmz_HTcV+d-St>zUapg?A`lN)qX!izyOkRI(xHT()P3tS;DwjzP zt*yEQQIc*el<%#Vm{BSbn~rqESn*Z&0sKOrtaneTM?i!IkeMEUL03qQ4y64EZ7EM5 znYYO3+0UTGD0wKue}~~8P=_NIXkb)bzLIA`zN@(T^xO#)AP(+(#JBo8f>f>MtLX0> zL;6z*as+r{b!#c7!1=*(raUeOSDLJ4fxbJg2ESqf;_{vF2OhkS8Bctj>U%P+jVopW zk$ISO8|GPrE_-4x%(_(Du^OF{p;*sFKD}s~D1MMmg(y`%k8kp@)_6%ufH{8dbomp7 zqw6~{8Wco%BhsjEJ4v^T1wAz6(`PBD47Kf-f7D5wBYRQ8LGCCc0L-cZ7&=@tU_1S5 zjKc6!`*z`=Fd!$D_y0hy?hTK>=2TNg!Z!6Uhj$jX@niDpqm3UKv9kNc>%{cTqgk3~ zY`kK_&uMiV^3HR*dtHk=Z+Q`7AdE@AN&d8M{g7~f7q4illT%c1zfI6xqUdc>h0*Gp z)0A)CFrDz^H>x?k`1V+t5*10FJFgu$2|OJ0y$Z)N#01A&m06k4$H##t&OLKOAyV{) z2GI6i^hrb=6zoCysxBQl|j`YPJ0u)@s-g)MQ2v=MTC@ z^?w|pqhmI0!JOO??qjaG1 z{v*Zr=J{GU-z`Rs&=UB0?QY40B+OGeRf>PfRSA6!G;|eT+O^iRX})K4p+Dw+QVz_Y z!$YHBfLC@s9T3 z^`klOrx!hBv&NlJrbnAk3yB49$JU8v1a7bAd_58Q2ZTH`s@q3gBn#B!S_PEc_y)&8 zLEi@>D^N2_n?SvN-|}>oRtq^U>3#8of3mjt*f9aSg<=Y&6o*|O)gIWEvRZxP48Y9~ z6ME*5U&RNbYp)E3*y$IrIL%?lMNZ7~S!4h%@D6C2OsxI~$O`Y!-a5IPZ9ChQ9}*>K zCp&9ILHxc{&8y{qu)k+C3hrB~`%Fgc4|wVeNB9WP$8O@8#c)5{yw zL?pLt3p3VcLS0>&%%6(6(t(Q*4fyuHCUDDn^@)tEHmh0d?!KV|ANr*d$2`o3spg;Y zV9x@zmB+hvoo+$DRUo__`NwpOn_R4ZMg4*A=Br`a{f+UFE?Lt4_;#nlmWZ+y_F;2^&?k93$-Uh zoL)kMT_OlkCYPZ`=2&@KKa1JbW#%U= zSEh?%OjQS1zZa|`*vpM_@I9B3V-pbJ;izY5%&KOTkJs(1Q04XV36n>|`vBV*5f%-w zdHm7$W1fg#ayq&%QTgX)#s@j@VDd3%YRCa^g0x5N*8zkH8(XF4;ZlGT9#^?TK8cR8j%&u{Ide!W|P{)7OHd>w)n@L z08vV8za2c$J@kD--vj1j$XQ+%QA8Uf4VC3LxYShMx|goDV6NWxJc1-jXs zHzVt6<+fG;<63Wj2&^;6&i^I|dPJCafNl2s65~v~D)XQa^4cg^Aj7xG3+hroao+;%+++G>58Ee*VFx)5t}DEucN*gceUc|Gp*43i6dD`ieS1xu6~iIKa9Y2xPF zxd`_9`A_fB)M#$qV!`sj5SMd3iaa%~s&5C529vra+`Z?rft$WA=`6P=z$0PNTKfph z7C@xZa<%rJ#?a`IE{iPkV{f{?_37ZJe_uoaCV45X3d7y%y6nk^;Pkn{P$V^kysRg> zhM3;bw{;>@5<84UwnUDoYIucSmU}9>skkVx?0pQcKfmwJ5kn2|5%rk^L^B^n-8G%6 zxw@^wfNB*(?yOAIi#0{l**4-+q%4lZSInzlearxx4LmX%q+sX?E<*D>sKR_&(cESA zRJoZqma3IgV6$zOore;W7M6vb=veC{OHF9QZrAypC$EQsv4{~A!xdhPD6(odLCV~O zQK>SS+r@yBBBMmg>X0e=Tb+OD+rKk1z!d$P6jg%Tu+jM6^c&F2K<4v{PQ^suMjtx@ zG(IMC?eGo(U`9|NY3MkxiA;@1}|220{?JvKNn( ztludBYV%2EqWiLbR6SoIu#R{0_6&GM)4$d$*)(8sWSBbNC6aJz`Es}Sk;dgvkMoRNW%9N7lo0sYq+fE77N=UJlQ~-XTFW zn%q%{tP?vmpRf%TeVkSSm~t9OHA3ybkiQ_imE~l(4yIOB)ArUz=KG0Z5u+eiN|Nug z8}ET9q(Cgh-Q68~2)VRZZmmv<3MYn5j>v}xGiD-yWIV2!VY(27-%miolb^yFm?R>htv7mTZsj%t;j4dC|S1 zIX1r%D5!y`%##q|+fQNSzM_1URJSXvjiO>VA_FAXnb0EbHs{tPQX?WF_{Ev?gwHzp z$4ZOrqyHntKMsRb5+~LX=IO{->0LP2%#1W%X)AJ%TyIlGXq&?`19jA{+0fv zM@xu6{vqwl=&{wpKc<+6*r$nWHn_2&S4)ch8=&V2T3>u+_u{A$@wAf53n-e`zJ0m` z|LKwE&doZuva!#Qs{2I*3z5r2!=bR)qPFrNyC_%wOJ6(FCeJ}ZsH?qzE+&Azu;N~p zZM@%W;c(nVsh}lSy+IkwPGp7WtOP(S{IQI^H?JIU>*4E8VJn8omlN$Sm%zuZ{byEW z4wWCXH!$r9B;_Y;#M96lBR8Ya=f`EkAKwF&q`BUA zs4BH+7p8b5Rsqewy%H^|g#sLU%u|iPPx9vsAjJG7;qa9_5>#>o_etI7wOg%gF*25_ z$Slgzi_DjQ=`Fmf8$6wg{r!{Eu3zy2laIeUmmzDE;voYCu&BF9g#89~h zaMkAq+pW0F0GJ?JUT)?W&0E(YB)6QBu_zl!{bSPOfcs~G~ zEIkJVg6HnM4lv9W1zfq=K5h3cgLY}UJ2BLZQ(Qg@ys+z~SJnMdtF+3T7Udq-XU?n6 z^*?J>Bk8gw6W>fN_Zu{0>jUJQJ9ic*!X9P6Am^=pa^3GhSl1CwZ}Bvjb{ww%k_9?K z+REPuSVFfjQspp+;9n)jf6i_|EWP&;PKmcQJNQe zivv|)==rqghY8I{e$7#p#pT5C!?KWKzK7NjUpbelm(MZ^UYdCxR?EZjH)v8EZ_Z90 z3mvA-8V2o1zDggNJs$k?9E?i>hNquwciNlf3Ad7-;o_GUc2&I2myyvN1b(9?>L0o?7ey?%KAD7OqYY*G`|`GUqz)VwlDW zdQ1qAZmowaCX6q}?n3{&h>I7cb$<>UdV-$Lvz&&3$}`)@9mB)wi4=V?|Cci5!_TQwq_;+&g~Z0VT%T z>+}ItyWVUytc@iwV9R{l&h|FQaV5ykf35Uk37-|lSLfaEu&OHV`S3DW*)XCw*+6mHsO6}w)bMI^)9+TltV%hrPj-8Y=DKbnMC^Bf z^t##e0eIl0ao5$)WcRiQ=79o6`aam5zG#y6PQ2&Oah!~(O$?dc%Ds82J1k%>Qhxs@ ztv9*&B{`D9zU*vWKP?th%aKMU^R3oO7o-7-NCq&3XR>49o4_faT`mZ#ZEhA_oorOU z&$V<~?vse9DAy3<{j-x5KFU?tSw^E(E}_L5dlVKw>jcjIj%|lN_8g!2b8!%NbV<Vc#yzfSp$&i9a8ib*a>-9*GblA%u_Y$gRgr z{p!H)n$aTIhn)|<>aHh}XG-U>P{;0LahJGI$UKiP`ufGx_h|N@o68KDgb`0uR5w%z zZHx0!3oGC#80@pL*syOeVwcD^gwy;_T{!g2owK7r`+}P zxME4V%V37$N?DxoVKABMp(Nbr|CArV84oOY`0w1EGF4YL)UsfQ``uXe>Tl#3Byz>zAWr>nOGo=kjoL~wH`gZGxM69vD2IIB_h^WEx<8~4_CW;TrrfUpB?Z!|ehNYPx{g;Tb<~QGKO*&{ zMt-GdH?@>6K(;J4u^W%nnKdp5Ta;eSt2Ws~dBu^X{P%QHC)~|93(P0`-kE=nMy@5H zJhb*1B>R%=hECy6hniI2d2Y1=`O3BI&p{>_+r7_&=vj@kYA#mN{>teSsU}D#;?ETk z&nf%-EvfD`rOCR7ze=MdEOfj%s*A2n=1IxOsHb{Btf!NJsTLNd#=}Arro1w{SVV ze>~&9Er1Y$Mia(&HCfL8(9FG73o@QLiO zKllq+2Cb<7q&Hw+QO!p#u=!3Du3Oc(Fa5dtQr$5#roDR3W!{H$bf##?)ep=fs5iOq1#`AoxSdMS{8^_gsBX$j@Oj9rlQ{mmdKc> zI#tO2&~}I-v48s@1_2KuGh4m|NT;MM31ZxA4l=DxU#FH1+yYG9fH{`$t3&G<*fH6= z9jVjR_CL^Wp`V9FoRUOjZ6^U?Blm?kC_28u4ujlDYwt_xheG)d;{X;*HG0_l~#thEUMrZ ze=qwsk~KrS^VRpP9*YgaVY3FoWI8rW!V)Y_9y58+*`KR(sJcXj^chBDTxT=FXKA zPfj2euJNtXu9pP<7elyI%02+1W7ZfG=}DBsW^;IykOJqj->KA`#p^d500s+BfByh> z>E`J)%iN5SIY7|e_$l`!C+AN$~*Dq-yNGRV2IY*BOu$s7G*lv ze+`8HHLaa2EbQs|Pl&2eLJ0b(FUACsLcX|Z*^LEk9&Z5 z$+pT8`UsIV&isk5{gla2jERM>K|JeFZ9(-#l!1!AN$rF{&)i$}ECJkU_wVI#Dozl| z=+e0-3F)(}?klF<@O#&RiT>YeCe{7tFPneI{X^0AUzO-)F?|d+n)ko?d~FXmqmR0^ zYthfZ?S7hw52lO-Ebwo*XyiyuPH<9wzac>GC>V6+ zASFvvqkPSdG)f>-GsQava3XxqR5W%)7g)Y`3;3qSlxH@WASNBD^M3>yGchp)G0w(z zjCFyl0Bd8bhd6od?QJ<_5EpRU3o<&eOeYbYCWN!mHx4GIj~1}si@7Iik~_Zc*j(a6sRWYB({mD}sq z+S~>eoPh4+Lcr@YeoT_3WJLJJZS);iA@a>0@7}7AF;AwQ@TEv(xw+Wtizqq|to&o4 zqUvXO8;q#SYY^gliBg;W!$`NobJAM$SOOaDpqglIJMW42P6C8Wf+xcpXdKp20*NU zRpZMHf>J241h3Z^TvEswwp)b-@ zV19Fxk>}B4EUemF5A(F5`#p+Fc6;G$en-fR%vNeNT{Zjml>R~X3L+>-bCk?J)Zn3_ zDqAyl;Q>`YF2qe0h}gEv-}pyb`)90gNt<#9ZT6*47hLk;AC=Ity_judph~y;YTRY+ z0O#D6M9n||X+trU*rn*PcaM5q1xw>hw$xA!0&$4ASPmbza8@!0%XCC=iK2oEH`ylg z=OJ zDHYgOGV;_b`rkQOn~!MZHnpqsf1G;upT+?H>m}`c@!x9%U&i5Xj%c4l`}8IV!(jbR zSWD$L);-2l!aTmZ-1JIK4aOmR$Eh-4{N1God^UtzQa}=q z=fv<`P6=26-=(mI#xgjILl?zjAcclixAtlK-=n=cz;!8s0fS1tdB@~tD&7$?Qa|Z%Xy|Db| z$QBEV)I|XX?C(L6?B`0{1JuN-E}8@MyG-&6Wy84m5S?WKoZNMVG@J5xOh$pnYc{&4 zpIZNvUPYEh6R>*V)iKs<*1Lr16HrJywB_1A`_raXGNP5)UDs-cfc*??4xjP!uEN$Q zNM5zz6|tws(EQG&ipYodvo#lE1fBli;$dGBe|oF9I|Ky)-iDSi;Jdod34;v1gRIZK z^7=AU9_a_f_DG1!Uh)zI{{w5!Y%+$PPlu5>``fnnA6-(_zH*?zNnSBU#8pZu+IZuY z4&ZF#H1#%f4Br$nC_DCRT)iolP(-avY*|buL7|}LxtUJ=&ZD(NDeBkxM|(Q2L(%O$ zU*3E@R15yL?GgJKA7C>5NIG6=OGZO^! z7uGuWm=Nl92_Lr60gcBYu9_{IWif?jduNC`hDO<4@{WO!%Q3Z02CRGwM zw7L^(hJzUIPHv@HHP4h;9Ipv_J%fy8A@ic1TkpWh&K}7Vqs;qGLekNp3t0`(UTP)X za;&_~(O_4r0!>HNY5YRV_G3$g4O6$s%pv;sJ$aWv^gOvy!Lw94n2zk3VZDhVB+>YN zh_rp_rbk@G!;-Rg)wuD|b|oZ`fqO`_HUHNMk}}l<7?2am6d=UozlVPfu-2R&|MY(g zCbvFvc*+a&D`3Y{-j`08FOM`9uwHxB*p%Q$DhZ>jm0(S6*(=q|A*|NJN;9AYM1<)} z5wXN|2><|lpyAh-9jig~2>OK6M`THVlbX$rIPXvQ5}gL&A+Zb*9QykB!H7EE zUauYuFqd84++#h+^Re=rBKCb(Xc^?Qo2H1PwPG=Cq`OF=AjaAS;S{`;2VlyC7Z4zM zX$`jwo{pER&UVUXAp(K<>1#^%`Xf#`o8K?fsHY1W65^dt`xlox%lZwffoorjbOO|C zSBl^mOXIEVe=Zuh`jThz@CtN+P8z75rGus?su=+8z@>H9j8UU$FLfWWluaNxA8Q!F zD{As3gMX`jkxwZEM>s%c#1+Oz~+ms z|Btfwj%M@!-^X8_w2JDmN72@5sl6iF8c|xi_NXdan;3~2RaI)GYE`WgvsUd*QDUo^ z5<4P@O%OqTcV6%J?|VMq-}(LV{pOtZIBkS;-}mz|uIqYSk1f`ji`L~T1MD#}7+$B& zvBbsXXcmE>mrqmMa26Jvy{2^{2iwV*I{&Dond5sc@g*MRsvef3PaN@ds1@;kEi2x{QlA*bN04U|UroC#Ff2M7ZCbXOqOCj4HsQWaP zj1pU}PhcN}t+3i!T}hR`5LaX7#*0RV(7K~)))%3(0^YL6EZ`5ah zNV9OtO4enLOT+q%@cfhBt6+*fHy655gw6Bnn)1@(7+3k#p3?#6^VJ6NX~EcAy7GLi zgzh7??vdmv=+s&ACp4?OcA>P1U8G11;=q*h5)49EBv+)BZuu1yM<1a*62D?z1B?xG z(qAE9IoLLg7=@OWw;II*cs5N5s`}EdX@}bw!*f<^BJX(r`fA5u?esa2cG;DDx@iW} z4b=_}a}Vn(Fk+u~z}I>3GXdtTRIT>Gz}tT2n}-=nY`R{I5G1P(j}fs*8Tr>2!sUOc zWPsHDUyEVPF*9J43m8I}FV#@td^Yvxd`YpUYR&d76`h@zK6Z8p-IfjEsO8K(3;uE* zfz1DG+nhIfk6&Rd^fFD}*TQ_^t(`kjE`MUGY||#P$nT zc%pg2xf3Y)5aG1kdB1s5FaA8C&JNnnQE^JWiTF%hS6TxKt#=wxvLHXdnEd4lKn)ui zc`Az}FMEac%#I~|`oza7C%`|*Cf?gwJR%>iUi;sqLx^1;49+(8yxOZ#=uyyP- zlGBLwW{Q+K0IP)eZP<{?+)RBGhu56xo-$%3=YMa1cm7dpL|5Xtt=H7}ccGQLICjpi{UvYjQ55Lg;u zgVef%Af3*I<`=(@^)|(M`c~f`>4nl+UG)jVU6|VpqLB41CqBiK z*}N0JA^$o6ws`)BTQ=VW9^*2dh5YMKF~6Bk_xF7o-yUp)J7saB>gPF^NIi6a*O_+3`mOPXpQU=89S}ocOZoixo!XNv*&Z5B zLLdB4VZ0O^a3lqA$Ss@;wSL0dc_r|ZKgD(Vj1gO4^hi~lpGWbyv-=gGI?VA`{aHTt z(`xlX86C?UW03Hi$2{!GU8l1V_=UqC@$}@2sDGdfIYiKf|4?)%0Q66wZfm%o_^-G< z2UxFH#c-3F{3Fr-d5cmfplly#d~SbTkuFKe+UX}!w^mi4FWisW^sjfUAXODzBmlU7SzNVK!JnwH?A12^>1lwZ5JY9~o+tFFPCRmtFM)pg*b2&s`6? zBg+dA^w@70d!Ojv@lW{JvtNhv+h8^iAg`ElUDVzSM*Ewl&^BuOKg4KQ`zDokkF^;a z)Z7pXxk%4-d{uZgT+vL#&8jg*PUHK~A3Zvqh@S-r+{D}?zRpe=QU4d54za=RE=x()pyI}hkf zbSf|LFC7&r%j*azCg0BFgls-PeJAH7(nGTsgYub2=mPCZ?5QqRHMX*ghNYLUsfg>r z1}pY86CK{tUh!maL??02{=gy`7R%E6y;DIe>JVvN2ZM`k)pX>l6ZQ%r*^Kr8#61mKdBa^khXPq1_!u zZ)z43-JUgX5co|vu#M`3Wwa0ltLjbV#*Dc0eGu^U2?F~v^D%b;Kz{j2p z#JfG9#hUz)vJmM=<%JRio>seIh79MwW0 zx9|Y>n_x{jTK+AFPpzMJWdu3bV4|s1;fTU{;Oux+GG|&Xc1nM=!AMQgqk+iH9dk%4 z_P!8ti4BRCX@3Gqr3V20kp}9P1J&DmwQ$+jzn~YCzU~>X zB|HU?JKs1ORhV~1U`)y>DyujijD{Aj6Bu$HbvoYRCMgWiTj)f=GzSfd67SK;scDEg z?-%|t*n1;{=WHEz(UiZkf?|?=YvPG-1UGf9?2pe-ko28I&y)QT9pz`%S2qvDbjSuS z?^Xbz9m2Hp4`(tKYQClQfK!%tvm^$`%dz0VZ>FDE^(ltT7R=73!II!p&0=q%DurB+>YQ+d%F=4zgl$4(IcnBe;R z7`}c6rBqrsSI^sH8!t978R;mnLDBkGJqsvl-%wlm|0035|Hg*-l-bql|FDJYn7JBh z<6r-0X4bHCRHveW5Loen`Ac(|GfaOXmdJEsAA<6meu z+#IktR$8!Fm-sZpvTVw6PW9I_)NWP(Lum-A zONz zc(jry-pLwtx|@M$^!f9)G6LB36G9{Lwy0kIw^hk}0`c^O-0u3D+9|+XLRr8AVtC&C zMU&BKxMr4vXH=eC^;twxn*#qI4!Wkq7JrgweD&@dVaVu-Ll>$TtSxKFpQG{GfHwU18#5~H2TuU6|roLCfa6AlWJ?#@8D zhkx{m(~N=UEHlQoRXArYOI!OeP32mTyamq1<6!G+XJ&Y5P%a;AF(2%#f306*^3z@M zzbBa(N>1s`^?CZT=^geQK703@y=4;I413~~<*B-L#i^%gH9cpg?YVE|V>!#rqoHU$ zRMo_F?%sFR-gcIc;5~(&^+!L%m3s|viYjVGP(?dVi~c)TP%gcmiYi;?iEOKj=i-%_ zxLxjnzC2Hhzb~T{a4nRBgW&NZ&uoa zrk|H!c|0?Z1lMj_7(Yz;fIb84nDIdL7L4CmV9VH9EaBR0cUsIgNu<4QM*$uNCiG*) zr)gQcRP`S<;bB`&(G)*HXyrN;CT!pb$OW$T@n9EVE~!(Q>_A!5m02u~2>KnPAFG{O zegpn-ntEB0mMN~TF*<5(GEv||z+fk)R$^m6)aOzU%sB->3V61!tnm~LQgwz>%3~Y0 zR3W3H{rn|}e->Ag*7~;)i3@Pam^@(W&xUGgv0jPoydNV8zN;{NOyz-HTL3kK^6^$X zD;5^Odvr}FJ$e0f2Y5JHK*4BdzUD6>v95jMoFb{pC6^RPl|W^~`J5g7mm=7^eZK4p zFp$&X{~XtMNONjb9sH##W)mx2Qs59?7Od#(5%kK=M_}@M^CS?sv?(06QPdf7NM5=P z=VA?yavq3txPDfEpQg75(vRCXVB&pYXATW2N3>U7?=_AkVb+px(E8q|GZmly3k!;>(Ih4+xPA# zDYFv~&q#^%I!>-C@W)CH*E0)m2)U#r6c2}0;DZj^c{*9eP?<;J+|eTs^#A79KD|c=#cH%jmpJ)N1Vjv-noBzO&5>#YaD)QmCtW`SYpS zYuG5@7p|@Pr3A|h{&eNnhLLw{SPT5rXND35(Nn2?QM8~P6x#=X>wtR*m&omq^Qs)j zfJsVhr&l#?_3S1ph_XpJ$+xMZdO#BX9k+ zuYI?^b~zQIm!ZjK832qaB7(QM5z%*`G2ZeA2@BkEZdooKW!Bvc4vZh4>Y*4E9O!a3 z;{)X5h>{pg(;xl$!47fl)@ylRp~3j~XA$Bw2fTsVWx3AV87%g?<02SHlP(|(WO5dE zJMOQJzg*bKLg^$`<+nMxp%AS+kTUvB~$K|>$T>P;Yk9A@?PoT{@$(Ved1LN1r4 zw&)uDOl@gusv@W|(O6&JZN$xrk~VP>pklRCRD@HRr(du;mI3mFQ&g zPCC;LCq}&`053Ledgou9g_-*Hc(K&^@}i0yw{4#wTgU!8tWea~u)jJW9@}T)la5Ai zR?3CT7FLX2yYH+)7s39A?o#QGWjiWND4srG%(gbZK|1s#P?-w0er5u$2gHxPx9?b{ z=L9I;xL)-D1XGv47i<>r(|rJhXl#2JBV?C<^%!VKLK@o{WwK6ATY%%o5v6>(jkrS| zn8wR@KzeLB`o`(T&*D|?aK@ae^2r`oKD-(@fH>Ha|UfV0-S9QE3+XB}^PnZM(tk~Me{&btQ=pT)L|7ZzxrtM@y80Vf+;P7wkC=L#5J9`!@MZedcUF6j2lit;%L#*4y=!_=+e6it^6M5B?{nkY z{2q4402>vg+!EHJx5KKLSC^axF8Y5w(t;~sV>UdZk3w`5!Vi-z*$+=PgWQw`r%h}G zCvJNC%#bxHg=rYQnJii1eH$aI8Qi;e8}l7)+I!d`$wbT(IHZ9rXkh3kcR;e5a+nC) z?H!BuuKTjx({7bnp3-Ip??yYp#;V*0uE!+)vu-gq0P0+@x+ptyBVMW7Y6T>lfRaN! zg0}`B8eH-{1yi#05yG={wK6T|B^uJ~9)Cb_UEKl`G}q2mg#auz|yL|M%t;;dj(-Y0z{i?-DCS5&WA9HmnzM9|ss}zbDP-!^h zLK9O88=-3LSsL12G@X+>h?Nan$N3!VR-=HzKK9wi^%yjWM=lCWSUm-zV``6hXW2=3 z02vVJR9?Ta)DMMp-xJlk6;snupP9ye=tfy@;hIK`Ai#iQ9ID3+DoOP1S~#{REgZeOjA+@;cTZw2@m{EHO?#i7(Za2K0?1NS>TF%Ep;Y46 z0rLfj&*dHz@K6YHC>s#20+C2e8{8H*F#3&SpjECKv`PZV(QZVthut4 zIH6Kq?Rb|vgjns`wc2qi9 zvizo80^ptUZhUdX*L? zp;rmzW%2?FQwx;4f5ZQt`?-5CfH!82X3X6>WRrTyugw`3LJ~qI-n@EEv52Oc#yadv zEB~{{?$|K<)pI&`X{USuJ(#t!r@D&3jt`HeIDF2(Htnwo3=SP$w zYb_g_Z@?h{N%)n0dEB1R&Cd~Qk}GE~U_QDS_#3PKQ0vzPj9Uf@x8TCxr0?%1QhzD=M1vIP(w6u=;0mH=o+mZR}&wb|Ay_@kh0<=K)(X zFIf36IQ2==g04M>?2QH7KD0f4TK+QF9=M&%e*wShM-03+*ds;K2ipgeYSC}3YCml^ z{#N&h+}FNtOO?D$PQ}7Re(o8T$+Q_d#G~n4@G7VDUC$!^=QCyZY5cYCd#Rywm2< zC&GeNWz;rw_7;;~q~~9J6!km5Z1pc%{OT_IYVG)la}$Xi0S52vbmSCiGEf0I0%ew8 z=ZcdzCmyRvb0vwjthH9hINd!Eo;Hd1I$1r`G_v<@y3M(I&AYhgfjOw@qCMyQHTUWi zm2sIoFck%i)T`A9DIcE5a2B&Ua#oyM=#LWFm4^OwOdDG;lYtDuy1cr}I3gHh>Rl%OMNpuB^jAAD>rRQ=n?Z4asj9A#blB4I0)!R#|T-$Ok z9fLnJT;1Fdhc|izIYYE_FAP2|3AL45nCsQ8%pl#d$EnDqr!Y86?naJx5vU}d1fXof z<@XaT#)3sviBH@#Kw67XCEL z&Sal3C@jMW6u>Egi0mU6oD6{4wCiGKd)|6P*=#y^=TG@sp%TgmdgdF`nM&MJ(XWW` z#A=badi*4p(&uf3UW4^N5i@_bXW`@d#~ugsa+hh9jN)mS{EVW-t$w#UUAaD!xONhe z4x@qv>9^;b-lu<^PrgCKO{)z-`{70PwsJpR{;1q-YdF2+mc2C@DPzmXhKnXsJ&+OU zp!wng(A}XC))5s1*S?JEri?M;zFFrUb(RS3b$Mfw?ag`M*^2Q|cDDlmr2(uZUZX~Z zM+Yu9zJ1Se4j6q=u%JF7x;0d_Mq@B#D@>Ww$BT-dQI*t;+#LfI^cYk46UB+dZV;|` zP*L2Lwdi2IcvhUHb!JlzZFsu&CI%9_ZP5{Eyt@ww9U(I_{{h-0hT?82x$rli);jwK&^jRa`=V&9CbwvrPrx2+Y`9X(mM@CI-`CyWzJ2?XPX5Xc z4uBNSIs8g1Jv5}R31K_9zCjx-1Bk7vDL;XGIStG%te;O(lBJ()+cy>0m%C0IUd?J7zqIe?QWl_aso0+a^rMw zZ|^18rUlD-+|G0Q0FdYU0+!o{JQQqDlz1SR@6Z@f?E(#X&?(S39+Cl2fBPVaa$p-J ze!Ap#y7W3)rMOJBdDZZiYUf+jmaSzp`8DGmG%#DqaMD>V2)$U|Ly)QG{e$qlKAI>OnV~N=`*>w6wYRb1w}T_Q-NwCFLYp{+yS$^>E#*Gq#t-8foYj;psZ|Kkf=Dd7KH zur(PmV$Emjoo=ayUo^cRJ?L$%8yc6d-qt##_8HE_G$hzxLau5&{BEq|!_;EtCq2LO z<>2V^2C%F0Kzo(|o?VH6e|&c55cxwY0X*i`PE_oZ?e=v6{%EY@Ry3IN2f&?xCgI z-+c_@l88Aklp6H1_5;{$Zo4^QBfU%dr>!Vbu0Lma5U7P_k?kK&t{3;~i^pOIt?SdD z-sPQ-T)G(;wyQQen5AH+q}CZAgt0>R{`WVexn zGY$5$@wV8S%22K^&1}JnnzTGirWVbj?*Nk%aW_8|Jl;U-E#>-^C8NQ@NZm7Ar~as4 zcDeA_nPTP_J2kGTI@;ouF$m)#4t)}8_$o6p4_rx-;&1$dh;@h*WfE9*jg82N$ahnn zMMTLqZlnmr$R~z^o`f@p4`wFTBzcZ~i(PZd6hT<3=MFYKEaJCIU>MO_sf$Y?B>a%& zb}$y{b(gyrlU$VGppeEK(8aZp<%3VHop8P^U)mvs3vQ{Km(0;Oj#UxC3*R?e32M?w zhAAkqolj0D~A7n0;3M9S-KC&^C?psyI zb>-oN$YHasc||{~S>C+$VUEArGx)v!31_1|^GZe-xQ;cDp<<$FPSf>+!|biv*KPE) zuBa_vea#hM5J>BYgwGfupi2!j5vflHT0jz*-jztkDzz_NB}f7kOZM_pSorJm$W>)T z+S}ff+qc>vL(j}#Tf$L_{pQYlh27UuJ*dx~Rse}?yL5rF#Yp*lx(kH9l@`hYC4F}! zudh#FUAbc7UJbxB2k0%mzLIAsD%@~-&+GpCYhH;tMQ>p+L1ruBTTR67$JIE`rzg^8 zecPmva?Jp9x|S*DcC5VfuJ5Sv|D(5xySJ1ocaH1_FnjlO!Eod=t-@KLM2o^$j5 zRo@A+6UTeU6f4>Zz#_Q2xs&ubAZ|AV1COr>mvxGX_IfE6Sz{1iO(+}147hNT-$Jl8 z(X-T01B8?4*=zsfYjEa&V$O+IY6d;~|HbQ6eXE22Av!DEC$pDaS#3_qIjGmgRB2qevPO9-VneUFSL!bTO|E^=$QsTc?H!JHFSUOm83Z0n8|0 zI*7MaeRtLZ-&1w?*a5lca8jIc&muSM`&*ImSO1`z5zo0jkPg)tm&tV>l1ZGX zm_&wRmaS=Hsx-i*Rxoj7@ylhMK4aAKJNGu;J~8v+sp#hOae!tL|9M4$qpsvVB=GaRY9z zY`6ChrMVfHFDgvWMqzi6_Y8#X!g%^o^)JoEkHUM>^e1Fu+UGwbj9;d4Ay5wJ`Xi5>$C1utl@{Ji|OJBatEDox{=W9#Vyu)W~v#+<} znb2pPxN8Eue9>Yjud}*TjxDCQ0*lkLPT6n=sRI;>qhS%d;||{7DzSq$;Lsylc~w!` z@+Uzl8ZeJV=8Yxn%Li(WX5BqDlS9Fk-Urv1?wM;&+iE}}#`$mnyB6kB2$yB2;IDRH z&s762+09Gy%fjRvvL33vfuGhdW_Ss#vMiqdNC`Lp>_i{d&i5rUXcjrW%(cp7rJdH< zdU`cYE|VNzQPp)b>a)t>8?NC4q(amT2SeBxe~M7pUTXS0H0ooV{$-^1q5toCqHUIw z-!;7EWRPR|2$>J*C#Um0tyJq^NHJ=$WBGnh$c{$9(K@DP1^CnbXgWk8DkyHBqis`2 zVo+YtGl>u}bI~$yE*~)2U~*%UOLv5v&x?=1W>Eb@_#}o}$i5WO6YAC@C^u3=_^B;$ zr);x)9L?^xB{~1%q*0Z!-r`_Lj2`-w3WdeX?9+5VT4e(z8oYUcI0onlsSQE%-$$Hnm_ufNFt^^L28aB_Ou z9KMemYX5-qOx{&ukM{Hf=s}ysA0+?uPOOKk4mV^SvRAI`!C8zZI49j=+?Rlg?v)kB zwT=_KMJ4(FS#4q;m7!#V<}VY(z=Wq<@muY6N@K`58?{8G59yqfgH&Ht?r>#LgT zbX2c{@FcBI~(~v{Bm+!bi6+A4JYr%tvL9PXZaxZ?%s}PxvBmd_7{lj zW-S{PW!;~ub>97;;fDTt5@rXOIMO1HKWWGa$YikYF^u5O%W*P92Da13oK7zXYKois zPAo!V1v46^MUyf(^z8mtjj z0+$zvi)%F9ndF>JKuvC1cD~L+oaSwtlC2gW z;&wi5%9jxv(K{9+*oM7H=uClWHeT5YYEo%BU0BHalLj~#R#<-U3H=7m8eTLB-vQ!% zWZh@TlVQH!(1yz&CM-s&E+8n85@yJ@x&9yc57 zZ+?%Nq@k;n_e`vkKUG^NX1Nz9@$7CKsI%^KlZ7aBa!MEK>zjm#QRZYIv2Mn5v%E&i zhwT^z@44?^Bsno3uvVlDy#Bv<9dfj@ApUvg#)8U&ZK>z0{Um5&Qyn}On|7|La<}c#K3%EHOSlSGzATNP zKL}hWtZ>4ek7ToGv#XB10|=afPt5R*nS*dh%kMbz@SQ@z)V(>IJ?o{=bVjjOK(PVT zzyNoi_9gvxEJ|p%s8Q95`(6W2NBirK8!oT`=*&oo63?`9QZ+)lwds}93?!DO45BvX zCXMhuD2f1~eH$!c)-K(%e1qST<}AG20$P@Wv&o>CkaaOPt&<=q^tzvM#l48|p5;<$ zMr0R9mlACQsJO{3eb=Ax3IiZmbUOS!JW{ zDRmt7!9b!h=fk3@ z^G-0K4DwPPDD`c#SSi2T3i(6>vWihp7j2p%Z$*{3dE@2{W=O-~o!X=LhFVvbWAtzY z0P`L5<^Wx@jOQQGe0qlp(|nXJ%D|Mb$+ZS^GgdL{6vvbdy4)sq!TVZ9JD<{TI~JWs z>{l+@WM`BdtvQOUoUaPMv8pp%2D_3D$;(e@asn53zZnd=uW%lj@dRR+jwEHoR($0_ zOtuG(Og-wghcujbAhFGDqwR^Y-$$s zwM=fBEAZQ_>A7l3Y5q}=$yK)8)~;ucV(D`d8H3Q-zpgbaEhjaU#1>$ycx;O@>y?On zBVoLk0=Q_Y-#?gP^xU>npMpjZ-+6mppavu1ieV7&nf0l~^lZZztY zf3z^(56v%y0?T+wZ`53O^|;*o%B)wG&D9zwU2BpFz_sv?nDqw_ZUz8TN+*PtQzuQK z96%S5IcJQ*iYG;*{#aXD;_|J4iV9e&;Q+DB+hZNmBm(}7pAo<9eoL3~?+?hZJRex``ZmkP5GFr(N?$`0p(w)stz;sdQzz<6XI)zCd{>y9ufj|t z{Q5W~35@e;ZG|ykrZSKsJ z0)4q-&&UtZI!`~2Ve6QjJa5=-O|ettU+3az5?+1FcC51iWAX>>a&8JE<{9zH{W1zBT z!`;&92b)K_d)j-)Vk@!%EbPs9oA(bsd=q`7tFvmp88Ac2u`O}4a*Sb^VQJW^n?#ZS zid9`|yfFleJn~0-^CWvPG_%gVAzI!7DhA#IofUY)$fY>C?g1f#2t?VKTi_@j|Nek} z5W(zZDdwY8l8fE;W%qEx8Jd!e^V#gW6`Me*Du-aM-M`8wFeQr7EBwxEw{1PM@$`IW z@3L*^krTRc1#&dLb~Au{olAoJT}GgRduw>lg7FX0OJUu+$nI5Aff72;m5(D9@A7~Z zK)d;%p}{b61gg$e9jUjG(tOJly4BR!STuRgNk(^ebj+^7 z!EZF!WC^@et|eQjgg-zw9(D?qVqT9#_MX>Cd7~E;-i+KYS{cxLtHB`bBI=1gywf6- ztWBmT$+%dRgm^%oRQ@9DmWy4j&>637zy$J7qh+`AT}%?GkTW^Qcf;yKr&|V4C{cq8 z7=Veyw1A%Le+w=yz`%L4-}z-7p(!!mWHGq)f!q^s7i|K0U85i}J|>Cw0uSd}YSpvk zjQ4|MR#oL`*Jmu3&8_jL%Dych1rbbdPU9QB9>rCStMcl*Zo9C2WpP=BXbh zm+Y{*EFgy;)n$Uz?Xcveq@=VIH-3ccOld4W|Eb|r!|I(M0%{bmRKjjR^h?!I9^^ja zRs36pp~&dX3Z;PSFGmM7Lk2ZXONIC?FG^%QO~x;OBkeowKeD15`iK!dcatKqSrxbt z(1qe|F(oI)!E*a$78Qlj&N3o5uDR)qpUZ#)y+gzgCL&o7M}&g*+zSpHoE%{ zV`hg0&U$??<5@-41oSkxc11>U#DMF^(YUHuMYe88Gx$MpwLWLb@Xiw5h$cRrJ=*KKeR?YI@J0!BAu@iU-g`RMPs8}s zk~vUl;%YY!@!4svppf*0g%*DfK2O0twrylVwm?gL_Rm|do_VOHy2ptUC&T>NGO-tG zQ-V3=rCVH9kdr7%g{$M>*0*}4A!)qs%+N%V!jAmjr_XnEdDeF===Hd~wvBk=m|*of zEJv&HRiqK(g{9&`oo%u-rephX(TjCu_vj;rp^L*`&(JPY64|*5MEN5?&KTEBIVD># zuiA|U9Ma=df{@~MCif(2bPez0I(nZ8Jl#H{uKH~dzd|ISO|1gR>oxK_*S+;zM|s^? zjM30$!Dr?-SZKOiYhSc!JgM?N-_Nutn;OYy9<$Th|Bo=^JD-nY;X|h(T=%X#}&8{b&QcU|b=_Y}vGlOqF+~D6c#3SE8!od&uZwXXc6*y8;?|ns@)nN${pB!f#|7#60mzPR(z1Ddkf?ITx52JR z-X4`jBDo;Fdq~j|^>cLf4}w`!2>iZN>22VpDI`ki9nt|wTaAA>csn<9dyPV1gBLet zH%c=K9)P1)s}TY}TG}hE&ju7OJz5Jwplq2)3EXy78WT@bAW5)kcaUywy+EUKsRQVn zim_K%e&0+UYduwIBgkr?;w0<6P;z`J4Vy=7i78b)(l}3J(zrX{y8mN&8>m)-h8caPWa%@4*c6NzpXID^3^u!hoRdKjZWbXl%+ISuE@ z#vRJ)Lfv?%jsLZuiwiz1t!A>sgKCeD+@brIwquuBIcGkQ(Y%fv46f{8^Pw;jcm= z3HfS0b8o?r5keBF0GIIwzh{LLhthnna^l;{KI>0G3^#w|nJL1| zs-%RVN9xOb#)_yE#}_;WYU-rXO6#3tbfx813a70Q5vw81#(XkMEC~`|#|n8v7V&Sf z+qKIoRT@M+!-#mz6SVhx_RUh_rcP*ccUcbY#p9T)ynKJZm;*s`%Zue{H>ZP9m`~6$ zFdQV*g7vJHp{PLtW!U;1bD*P^-hrT}I1=Cz$&1TE0|h4mF?0x-ED9j7u7E##@quB+ zp_wi7CD5+u+1Jl8dDK5_8rj|ba!RoKW4+pU&p3nsJ$drhk^1?Bi>SY0CamtfXFoClnN-<-DA&) zlEDp?1LJU6o+soW%4X#CPhQrL4vBI)(hbsQ#F_m!6P;aojRVsgMV_T-LhAm@GFtvE z4Y4`#t@pi=%cGp#&(vSP%ovy6EKEbzQ#0Io?#U}1Zr*D}P>Jz|k_met2g@I^@)NW7 zZu9swSe6U|B=A=1x2B|BI*g93CA^`&{xYtV5VD47pMQ|&3x_A$Z97)=xQyTAC3q>^ z)Enos^nL(~Xv^8|-lLtAoEVT!N!FIy#hci##HH$VE6SJpnQ9IVKVi@WTl z1rDPyK{D1$;r?FHmwVX@~@!N7kXM&|B=aGs#C^W~`4a=&h3cW<%Z3zRGs*+~?HLOalRu z^~RXnlVQIO)KoumiTZ04kz6kGEQOIGx~_$~70-He%^L7WNQZva^l;gAP<`jUu9^Zb zanab2C{c|=pfl*8mbVIYQ=zEK~ zfoj@M)qt+J7&sH*HzDHb5M{Ii;&P zgQMGsWip0m515V=e$beWp4rAmrtzTHE=VioR@?j<@i`}+VPi>}DwKJV78m4|=@u09 zX+#olio0(XE|+wdezZz~#e~IjSuwX(ZXy)uR@fUb0sox&=btC4j{upftUIr)+3%>m z@YhevKvI94JmP0#T}7J&b37kaYNZ1dbR%n}S@Cdx|1-@Mk20f`W&npf*+vBQZMt&~ z*Tv(G0d&p$FN0%b{VoY4rqCRCQtvKk$Kn1|ZgBg8@rn9$E@GgxgHfqhO~OrJ3AeDo zM*-HE(ZN?B(W_jdMkDIqDGfV9mPV)pK%l=^&dm_khw%>%S8&zTp&Q>NHGY;|@R<^n zyFN3s%a;Vy$x*!S4;_tZbY`HH<*s)!s3gY;yexHWoNx@VVXt2piFI+w8ekdu& z04kNV!j%|(#I@V$q!UtJV9)rfK2_Nw?+$1%cEHq}18Ryp38{|Kz<-)M>Dirqeo>4u z!@;Ujo;L?i_uD`0jfX)3#!ntR6?h#NM_gOab!gtNe?#qmr~$(~5SX$0|MWlqmF1iq zA09P)=J>zh$iYn3ptDj~`>^Lb-@V_t|D3~&GhxP|<$2e$)~_w9 zqnxP^)~TT+=Bc(MLmF_tLw1^yul>S2+GM=E8D zS6>t;PhLJ#`;M|wyV>Em<~iw?&q(GYZz24oF<$4QMn#OohVtCN`k2=naAj#qS4gP; z>TVrO<{oOkgRdK%YxSqyvQcjUj{= z`v743X_?mBd!w{Ccf=ga@wGehSLPX}K9HHnb#ceM0*`%9p+rF`)2G)!9O*2k#eHcT zcGNK4r{K&Z=ll)1AmU;(6yA9l#8Z7D=D#uP<-_BAJTLWS!(~Tr2}u$91?2eX3D-QY z#vH`YzGbqVbnx?aA=gN^I*=hd4-NKLi_^Ciz?vk3I0t*l;K$f#=NX;7|7_E6SUx$@ zwJ~TVAj7+eQABZZHe89RIni9>l=@M?5K@W68YHH7s|odm4NYf9EbWn3$Y%Uqs=k)I)zAR;{ko~(2uv;w|AJ~) z)Mp4=4$!46qvn8OBkl6p^?`L*XT=b2-8CpL$T!@KPQ#68Ew`0NTr72hLfV^%i~8>1 zA!CaU?9zKxyxa5BZGGt(+xWpAWAL=WzQjAjweKH^t)sqAOle$4EdN^0ga>UTXc(@a zs!F#Nc5ml?n~vY-ZK}&;J!Q#`ABL2M$9n&U^pK$~QG+rr*@)g2qqL}6Kl;U}598>g zt##`6^w?D|^B1Ns;g*+{zG#XycHi7tIOl%{+PDWg>*yxnGYrOAQBsSeOQ&AV`qCf@ z+q?y_ob!pp3oOEP>sMb)6&GER{j71_e_H=|H51OqNC9R*`fz1{TqfLKDkE-3dhdly)v=^GT3!Z7Si z@|`?QEoePZt#l&)iWy=jqz~wOW*6MZ4XhQrzvszFWjA#~k&( zbg^OpME1S#uc)kSrGr^45BWSc`!}Df;I^btZy%rgnIvK^aw(Sp;3J8W!7;C#x%Gv50lCb^8u`i=4N7nv^)JjgI6k)(j%m5mejq+8w1?*5SArovo&zV6 zLd&fFq&Cwu1$x|w;O2cga*XcvsEbsgOo+b}F~N0N4leD;q?OJLcGe(*JBpfJh| zCZNfe-#_Szz2mN!UmDGNTRT}+8sRF)oUiBoK30JC)aX0gC`>a*KL?(u7qX5DXp zRKs+#AB3yZ8{YaGrk<$ukBo3#*lF!c%>P%y?qvLz&?k8D;4kxm)r>D6M_nI^Da|~g z{eqvu?$rvRYe*Uto@u`lFB;+#|zGPCEEW zt9o&OyyS@48&r?gpPE*L{Kd7xtOL_0gag+GD`Hw^adCbSIqw3!EJ1F{?co?MGWsm_(d59+oI*&Of>=x{zpG&1##KDUUwx23f|*c$V}`)L>FdlqBMI3uyWs%+Q; zjT(A6Y9vejz4aEGW2JmhLY*J&pPc!lsN@`Bep@PPgiq7ITA*qAm)}lH_fJ&1Z_8YH zzZ)3c_BRg!5!woYM0rq3rVc0R&A zEqOkH`FP9zaulm=<0m$Tm0~WZls37PM3S4h^+5Pj|CdrJdmKoB>=ffATZ;QXUX+=S5`sW3dyMD$UF?0$k&b9W;sDy^Ss`qKb9(J72_3J8Tvg#dRV+G#d_)Ntf$JJ> z@=9BBIZjP6ng?p@m$f=1#gvloNWop6S+(4JeR&mW-vh=-*)E@Kg^u;M6s4OpVzv>q z&LAVk%uL>!l%YNCKJfj=Cd(Qp7L&T|-_w9TbLfGM?-6nH;VwGf=SNye!aTNG(RZSA znyzUwlTt_Q@0C|-`sm5KG)DK8=lD|5n!!GONN}O) zF7t3>3&z#6zS`6p?pzt=*jz5FfXr~@PZ$rMgw|X@4E{A4sW7P&pW9;+d_EtK46D^5 zJQ(&Fi+{V(ym2L@?PJF>C+6EK(LL57dgi5w&hKzJrQjiWFs_!84R9WF?18Q=4zm`s zxq%xw{-NLP#qtfauKt9E&=sZ4)1HP~xdkkn5KYk%2q4hA^)@E-vf?2;qG-E?Jbti{ z{t_mD-WWpz=B)SgZ*s6=wC3oTR}Lhx=5}F6N2W`d)1%)jY2qTdqEH>rs3IG4`iq_vKl-wzExrL6$BgU ze>c=>A|0M#oDSA^y6E6c{!K~^gL3oVTBf7_&{2znW{s@@w(9?D1c-+<62t{O37x08 z#Qx~0-ZZWXl_Yi4Fe}R(CeMzc_5_o3b2>0aX9|j-135d+%j94B+| zUB2zF%V8)n$RaBf@hZtMkuOt)9@mxpVnGo2OO`!)yZ=K_1+Dau;<}13ZezFW-&7NuGbBM6xRsFj&^b7hKK) zZ05dVhhd=KBURlC-6E2M`=B{h?frbNBV+RiMKSVz22ozcpRP1i@O^=2L=3zorH^0BFh!p z=bJJeVv_iRRnJlxM#q}DII}CJa_1;hY}&xd7cKQ4g%Y|4BPya33kC2CuoLtiB#L4y zjEj+89|E$hCiH`|mtNbd_=K8JuF|#0kzFj%vJj82oA)&ALWpdtVP=>;BQ*L^+rx33v8 z%euiSsC2QpTV6Ir_t4GvgKSxN4KpHx_nz~6$<5I)?A^7Tv>%h&8R&Sl{~jM`COkyJ zT6EDu7w+-nik5bQY^L(#Sn{2@rU$y&p5{vS>3~goXB?2mU$>e2Nf~>~m%@mKN*YlJ zjwj5qZe}beT^bro4rE?3DZVd)J#yC2HIGWbWL1r=VSv7>d&+wfh|J(8yJEj-ANw;u zuUK2peBXl;e%d8NNV+Dy5?=(=e!O9qQloCVDqKTC;6W|2n0#+Na=%ybD_40^2mwAR zU%dLj*HT;SeR{FM&LgsMyTiJ^FzhshFSmWlAbc!7v+pR|Ut8Be_OOPfuy(Ty=+;_g zomXMyxh+kyj-_ z*KPc$`dG{hobqml$f$fPPsp_`oM! zsIs$EcWPLP?k$aYv)LW11WExtAWFJ9;x^=T)at(Onen_>_YX^L|AL0D{s&=!N--u7*Yc>qyIu`@m9!D8{Fgu?9T2H9j zLNX4>63+ZC`s>g}EsMVUNzvLK?Jov?6F8mZb3m^ty#SlX*&XU8mWak)bN{<{bI46A zrTtP@f#mKh7r27}apSHWN==fMId21)LcMRZKSM9~#a4?DRR{a(Jtva6*QpfxYO9ntF`G zx#RDxicy*IEt2uUajMZfOtH>h?_V)nYFTxw?5EqUzPNUX#4D*PEc_OSluhm4(R{G4 zc*c;r(ipndIQ~Z+2d`CeUsq2v?FOoQb0g}rkg1C-)QU~vO_Dl-p+&VY)fPQ0r6(wO zFZ9=~PIO9pmekMd8TU0H)X)z*3+L;h>&MXZHGzOkGddsxLh zJJg6o!*n3l+G$m?NNPF0X4RN;XX#Tn-SW6;@WsbJUOy9R2_)QcZLlYlNlsXZS94w8 zsu$HreLY@hkP?5tgSeEtsPm5Trzp8oDU)W{DJ)U6{Awxhtg0U!qnhle+sGkOR;OKT zx3}pX%v+nwbk^$N5)$9f`7~2ge>FByBL&m~L#OM?%jW~3SzzXB^Xo*s1Sf~_lXd}j zR{67GNfcY8G4a^;p_4{p=f^+FC5T>IRd(N_hP;L$*2q*p-5pe23;Z6Am-0cF6Cys5x z{57;$<l~W}_ugtD5cfToWpTLbq?p4!YQlUQbtGBCE(@?>Kdm*}UqRw>7>`cZotwmxGw$o|PEEXJ#}8 z1Oc)Cz0gVLF489!I*|H~SMyOH`YN?e1G0BAmBFo$t@qV#_y3~dIbxsmqkTt-m@I`% zCTr=6>RHu$xam}$_cSJpSf!?TIGxNaFX*aCZf`mb1I-CSyLQ5K%A(}^2C?6NvUwmIps)ln%u z|NmyVe}JjNe;gZn8Z{${{|hKeIOJ4F>7HMuJf-N_W0}3wtG~D+0UPjlH7nPIIt)~G zmhX@?DynQGl^!S4o`yvFPX?jZv|s#bqzxJ8-F#-|>TBPULGieX4! zX%E`bNayL0c995_o?HULncn+b4HekFJbd}%lv-PWM6qeLExYBW7Cp0oCW(JARX$}h zhbk%1!=L*G{Wv^i{LC);uJ0{~nnAH7bN@)TOJj$ed?CDDs!I3B`9xA@{q>Pr#AZ~6 zdKPE;^fkQt6ajTPI2@H%LHdlDeY|`$ykW0yM#pzTZYHuGbnegZ zpng#Rt_KNounUcV&T~zDg9R8<;=tqGM!NNG?pt5S|Dgjq!-{ znN-BaFgvYrapAXgX8!6j@rthr>1Ll6;U4F&zJ4c;?~fDJkAQ|?%-I-IJM2-vl7f8% zJxIriW49|*aga>Dh%LBj1Qf5MbC@;Tz1jJw>qwrki5Spqwb z)X~0a+PV99Y;tUdTq0GB3Fiqy&R<-AJ!dU~@AQoAc&l}q_06xJstkM4gNWQXCmj7^ ziIW4vO*)A8aKLDYtG&@(R-KAOsAMb?G1Q?d+NyowP^tO^TDUu2BQ}H)3v+=?LYm** zJT~)LZMagMf;$+@&(Ai$o_H;H{ziKcvQyq=`FSGNq4qs$^$S@GCbZs16H{WBdvjes zuNb#Nba`40Kg(tRF5R=QVk+2+AIG+Fbqp`N+w zhF^z_I}BVj5l1p9Tn+8IWE+HEbAa4oSM0-fdgs^~;yh40VW(;uMF2QQ_HN!$7S&Ire6(4Hi3 z_S)g_z0)sC7O;X$a^ z5^EOBA(pO{)0+dj9eg-eSGaAEZtp_ZE*9x&j(bP%y3)#eqHx;KG-~1ju4W>*WcQ2= z(ko53g+}N2LTAgBuQX12b|UcF+W5EZpXq0_s=F2e2yfR+FXD0vP@E{iv( zbL3#T24i4`ejLfD1QE3Um(%boAX8CGDWzR{Gs`X_i7#`DTraO}MfB}rq(w#!amFT| zrx;oa6jh#~|jb9TH=hVe}F7l=YSs;1v{vU7hesad~lTkluIdqN-Q#=w!UcWt{xTvO0Z z?BKZu+M1K(@j2T9@nR8AGh5=AW=`Sx>##p{-tEUoS`uAxoZ66y-A6p@2X2jN;65g= zOja>55i|W7--4Z0|8atm!v5X&OsD<(<<<)m;1_G~)YGf^v)k!d-BH_pEaA=&xsRIg z-<2U&lIEk8KEJXN73sxtP6Q*%m6(|p4FNxDCQ0M@?e#@o8?BsW;k6)w09uk&8`r=6 zPaIwywb8A%zpU~!d4KzryYymscYz7k6k=|)Yi0e2eqFVCl2;ukNX_XLoJ3Dft)3e-KT-cx^_aXN>p^@`G2cI!)WMqNqY)Gm$dm?T%jx}us6=7&%N zTm*9jXsSg9CE~zoDkpG;-SV)%0;s(8P^^k~4??lHQ5aSQu)jX+jRai^tKzRN2 zECai^^Z}avC%t-q;QA@oL(E_C_fh%CnuVmq-+-zACTmGsi`V2@P!Re~$WO%qnA0<5 z;NfZh5Ng4t#ptTG`CRi>T*Rb}+Kh7xT!pnOu1h{%jix+b4TwIzUurS-8gVv~1Mib* z^o@VO*`(>WPtW-oLdFpN&j+fy)RY!gNnoe0-11Uq7~xq^JOe zLZ4vYH6TB~Y{yg@F9pz()J`C~&#c)OB)6ruKN#B{#VYjlDnK}9Ew1@u2kg%S#&5fD z>-!CT7%>32G;8#L?~k7@Gkb0`_H2|x-!fNB@9fpcE--fK6l{XDzpKTlY9mT8drJ(^ z{S@>L1@Yz;<>k$Ewv=>qdrm03=M!*_wqk%i%i!M3iB@XKGy$ZV-dS&Jd{p*m(AcJ| z@NAI*yCtO7EbRN+i0xdUXIw*lzN?aSE!`mE#j(eJhhDMdas&*O2Q+4K^yoj%3`}IK zo&-NyXPGtMmi;k2dyn&XBvWPdCz!Wz(Q`0xosRIpK@BEw8$Kt8_K*l*JBhs-rz{Z$z;qKX*QN4=!YJnKA1q`BgfP^S>E z49@f}D+WVNV4d!}+9nb~l68OWpeZ^PQ6wnK7bu3IE4L7#k^PW1$M{fP@pZ%E!enw_ zVnKmHyD#2PFR!WkD_23c>9?M%pa@j2G&q3EtD$or1v#oHm43M@cQn?Qjy#6xp(n{2 zeIO$yoAWplN@m55#o0~y>5w@!&uIpO;R}U)D(eR_`K>Hjb0fLx&`nq(#lfnuy>eOrRxWa4@N-nqBxAaz>-Q+9>}6xlW6 z7+X{6I7jv?czJI?MUfVa7(&Os2r54KxMXwP(u=D?};g6x8ohn(*YJ8n+W9lyd%}WspW;fI8{m%_jTptHeCY` z9!C7wF=nAPR?dsJfIK&d(6q1&n3Ysx2AQR7k|$@3eLp3q+ZxBQRIz314@kQC%4F8B zM*h*jt2#i7r2W8%=C^ws-EZ>VIP(a5PaRcROU?mPsK-KXwmUqKTDFln9&JdP%H9LC zns031kdl!tR1IoY#z^XAagm)w6GSK^+HhH*blZ<%sfh*%$c75!D%0)5yi0hHiFxyoIsLpj=&*%j5uUbcQbG zGZ#!;OmJtpp{qa{>x@QKV{hmSN?4uFcCar8J`F`BCG>Fc+Mkc3;ZcT--QJw2LFM&w zS)-^xVf>?L&0qG)d(Fre1Uqs2_o-JJ<2T-WDz_xTJMM>0rT(ljHSJhF(HCv&v&({519ByaN0F$0mp0ZtB*s4<1wOl}{^) zxW~A(_2>ROhZ76lre04HiZqx{@#xO!Pa2YLjd&8T69xUj0AE%ADtiS#XB=pGy7p#h z0he@TWPfZCO`DH`H$ByZzBG44pL%Adv6P6`wT+Ke;}tQiVOf%@Kcz+e>uap<}J8tNDw5Nl9ihH->cbH;}j|u z!qX_*HqdGCW)(_a#$`mx?k5afL9RgIZk2oH?=E~^dHP~4+e1G@ZgKhIZ!R*+JLUq9 ziFCF&`KMAU7;&Pb*MhPQi^B~k@qgcINMAZHd#)HTkGr9uNI9Y()+aU6_*U-urBH=g8n|%)~QQ`H!Vc&3ksW_QU#dFE)?$5^dom z^kK=p&ra^J`<%2K2t5`j)hLv3>r1wXYet1PH6q77i@P^2G&DDg@k*m8swYM;7a5eI z?;Lc(>FMTyasNexDICRCTtxr9_bLs%4KEdhz2Af? zNoq`V?WtP>>iowaVrTy>3QJ)uMV$i&vI#-T;z^mbnhQuT>q@BbFLHgR-8IJ?RsF?pnKGWu99W z>gA2>WNL^8jF_tRUrW;8&LsD^?-UNhvHeZ>7T3sAZADLa^zCZS_w<;0Ht%#zTMi1r zkDa#+8G4g=M!CSh)G_*V5Uy*w-M1RGI-U2}-X$@H&XpQ&iB^`!{|Yb0$vGh!77wKh z0U(E5bK#oSL<2AWe$s^B?DAf&?o4i{goACcycK@chpa>UiuN6r@ubyIGR?3x6)oSi z$#u_)_O=uZ_z5Kj?wve9+YL>4giU3n7XamiP>gk=_2ePc1K~Q!!LVca9AiVaAj29% zuN*D#tu~o<`mKgn5l~BueOXmrQGr$GE76sZQF%=f5|q6IP@S*md;?R=XXXi_;rGQZ(awz@p1sqO z$Wr9NjqrZQ-1lgwnF49bG5&5W1>bz^>s7m2iqLvG?jd~E9G08bY)8M=A&J$RAO3EI zZU%TfmOFF9h>mDLKSDAYf80xz<|Nug+)JS?x9xP3_4vZFpBjNIqxRU*-7<>DEXuAY z^+Sea57Ut|_}MtMv=4oRwN12W1C5VN=kPla7z&D3<))T*B)!U87z5isvainU01i46 zo04a9Q*Z(!S;T3pq*fHjEWv58f;+TI+-#O&qvRbJPo~>XYu@iLeK&6QFyZh&P!8Aa z|G{+r4emr!SQT6K=4q`#2v7NJ#=HOd$C%X*tLVRwk@HFBp~d|*kX%}oyX|ANPFE## zu)?dO(u&jrmHAU!Wo?eFsjN9eiEVsGK`VVhGxa;Kkqn#*F%e%itPXO%%|s?!-A~k5 zEcfiG`Xup7Qj+!cd6naIp@fn+*5+Jw4nJ{Ya)h#K@|G`w7LHP%UlHpqOvg)H=-N+W z(=m~(=FQ6Vd%P}&{EUDaX%4;qt-5IXbW6l%gdR~SwTK=)ncjg+XGTSsc*=&RLrkJ1 zT6|?KstEK@YJkH+4ta+T+HY@nMrWl zF?r_^U_O&<2MFV-@ae)UOkhqz1e&v)By=wexEbt-g>%3W?Eu`$LCG8WgkI>a$|;4u z(}TogCP|QCwdxc>|BMLf3Q}-Mk*-A9j2Zi{RxyKT3lYuGx|eYF^`-OsDj4GP2(jL5 z{3F?c$K;^)Pq!e&v1G5gHxhk>B5O}hMYM#MEYi^OdDXWS+)^kPZYVd++AcK2OV26& z6tt8+VT7D(t}#;bsurTI7>9LIpUZky6)oz(tc=4Z;!)#naI&t2JWsh1BQ;p5`8LRB zSx#d!09mAz(Ih|8hg^D$rp&amT@kO>v^Gb|)$uG5Z!>Y@5y-4S=dB)YIm?iH8rP_` zXN;X+B*)O*exrwv8*&8k&|#{oQ?0CzQz^UIW+r78UVra<A|TZbVw+SeQZ=JJBn`+;C$ z#dCWV+VQ0zf)zAbWH1f=4t)+HC(QNh*nxrpDh!*LnnD6OS#Ek`sZ_y|CO@t8^>}F{ za2j0l$Er$ZnQRoW0H2aUScm}Xx#X2OV2-oHe!Mm5dt%NNv^$hriirl6`N^|HlQ6%D zlK9yETS98{N-2@76KU%2LoUr1F&Eyr4(K!`C3ueH)7KQsB&x%ie?;%3ptY8G`h#7b zu_2Sr-tCW4hlp1eb>i1UhJvNwx+EhDie=FCtPe_UH1>GPWJeF&$!^?clI=+NqLr2| zLFC^Z<`^3$SGkimSvp-(B+_d?o@lsL+^_@xu4^b;l-a*O`S**^$hDqVCN0MBRYe}s zU0L`*%fV+G?M)FExYj(%EDA3cWu>B#pBC+<;jUhxEm*9y)I{nw_kRM)4zbb)mQN^CvYn^NXK|a1Ar?$bqk^eYIE<;2d@?vUG2JRzot`w@1}FE83wKIoi&@;0k&H7 zS7mFDLJh*)O@!WNq?*f-ku?!fE<{bnWy+YKepT(@9E&}}R?`h5#Xj`%knD7*1VM0* zrAi85LW_UOa};|WuNK6Y0VnS1cF}r;%O>Gt&~f(P7m1%~tyeQdV!4TAXjc?JU%YOC zfX0$$QZ_>V6%nRXdH9C@D9&`Act-x7ygv*j>U9iRgsl%k` zVl?|gw4FZY=CD5Yakf}H)pkcsPPaqUm|u?~uKeJ4?;Cdt0Qv48bwK4YBT|qyH&ct# zw01ATZxlCwkR@$wYJ~*w7gZv%7pu};2W$MMo}JbX@9_m4n7fTm2e*=33`G4c+Hc1a z*}MI$=?CRO9oB6<#Z&y7%t6|oO96qF0a1TWYgvE(-MZ@>O}ggpFj=kwKTG>c)wTVc z=RUgNiD>-A^{;H-{~l-{X`3LB9=Dj@3hCX!l?}MbTCrZhghgukCW{`}{Zugz3lrtH zPRxu^SpTtURh_E~#vPEJu&?{{%lH$5KD0mAs7_fHEQ(3CDNE>PYI zE`o{eAJf6j_ipYf#w2(0uXx-Dq-J^=*UX3m)IAy4=B9StX9))IXA+5C0MYu`x`=~9 z(Cdi4=PLO{%=vkrpe+?r>&BdaN;hctcUd{4E#}yG(gt?FYciGkpfLG%a?<8N#PNaN6x>J1WrPLcD1b2R;;}i%Y!1D`bb*#Z!RMz~N2$gLHzd(bJ$8o%zwM z$EXYjS377o5J5RIS>RM`2{S>qwPr2W&>Wcq@7_^cI+1q?4DcG~quSEX0mC@hE67Gr&|Fv;R8E&9tdz5*sON$Aep6Ud?O zlBTW|4>$1k1X?s(ySf?~(Xgg{H!7SyGK2Qwcty%H=@SNMB(_MV7IqmzA+UZ++NH_``$vI*S z`pR_uw&z7n2>r9#7kZ=xYqb;ojl7>I(1d9%qm;bGFFB$ibGVNUu1KLs=zO)!M$NZ9 zP_QYyUxT#xF1cn#y9WFcH5C=|rj+Tfj}@AhPm1=OjsfDY(6*JlH0UHk*B3A2s$bQ} zWK^RCOFG)&Jr>Ak2AET8QaiJ7I9ysS6Bnb+FB#GEH@ALI{2ZcMRsiwiC?qA%>9m4? zR#+EjS_Y+uP!*6pO?>x`RRr+$gU(<_dqa z^tX)@bU#Gx*t*lTMV%1*+)9_MFy!hrZk)Ls18F;jE-;&6frA6bj(cZ~P;zVi7g1!3 zB#q{2pgo7eR)+j5O}6IF)vd(t_wf)(d$~Dq-)Sv+X|}OmYu_@;toeyuTDni@4qDYq zrdV%)Bc%%BlzcNlB39!z;%*ekh;Yf@$_VchBQmsp79XCL5vSNK+N3|=C zlMK-B@OCYClmgB^P961sxTQH@{9AzjU%K=EK)==pX=R~kk++%0dv^zugD%Mq(jxZi~L_6jb$yjyU83DP3x^9_EuL-p)yH#Ok zW5$_|nxYR_m|Rjp6aGM+w}nhbc{d9 zlrb1U)COd>GoZ?liu-jOKp$Vcn>zH#?UIya$X*HM8HyeRPm1qBljU@ot#S#IkxZ`| z%al(wE{5j=r0$B}#cmXS{K**^ia@A1 z={N9aO^|{Qa;(?r`GjD3_*f9q=6she@n>c{gqkYy3*;KGY*fapCI`NU9HsZU@X+g- zU+zva~QQj`#9hPA1Og4Q^xu{f%K^W5L`DfQ)EGjqJGDZs+sW{wVTXMhC-MQ zqawyMOrlkUYQVO3KOfPsdF6qYxMc9h#Fh6&6RA#tC@?utI#Istr->TAAG@Nw}sa(>zkRlw` zsX2c9u5I+JX6aKa#nr9$DU%cY{eCSayh7DoD7^j@dU$K;4E_HCXWr0i3|l&r6Zrlt z?`EQ+^`~qDo14p$X^GC)Lr2`yL7>~@T9hHN?&|IJ=Qat>uNtS*B6j$An_wTMzSv4u z0%v$&ZraC*rmYQj#KGMvJQYm-K|Cm;hvJP!}`v^AauX} z@#q(w#1)uEmgT^d&D&)sg8O7>giwQ718v3K2X@m|t-9lfMd#>Lk1j-+Y43Xey^ z8o$PTqYTlJPO^`1HX937TC9LD^k737XP6{Lz~7)?kQ0__8_ax7Bavan85Kx1`}t(TTM+<9{-5i9U>fpfcXu|K_0i zSM#=c?2o(NTOObmfm*qRgkDH|Hci2ieRd zlX~8Izjei~d~NhR(*6b_U!aF^(s!_{q+63}TiTkkp{Ou;5!@j!;RcgDl8@^5%(V7oyapv`N*QvPH9GdJ2?^4xq4Zp-7?l+G}6^}GHouz|IptQK#P zc)oy?qkDAS+Tm^bcYiSA^dIJqjh$Ln5%a#ha%N$VbmsS}b1b#i%Vv&!yQm#wUa|w{ zSdR(Uq_yO$8M2DDa^lCEQOmtkoG12#m<&GS`40z=A52PTc6Q2u%pc$@8V`*LXpfD$ z`4&57^R42Y)x93|8Fa|!=yXKrgCEg=q6D<)q6otZV_i(9gFiyH0bpv#IaTzO5YbbN zsKzti!M#w0O3vSU2T!tCb6wWZ?Y>r)f1$d0aSreJd{u=QBD18_(4->rHr+|NGcH(B z#%o+PL+o`gZBtf0rbZAm${N5!&?{M0=kG(Sy@|342>ZQLwf=?6>!ExORhkK9cv_s# zH{D2F`XrDpK~9I2q++GGt+Ev@aM|k&5FlI{*ACWfd(;R==b!U6CH) zvxdy9JK#l`=x7X3uCS=*>%-9JgVA;Yyc_LTprB{{=y zhyjp){jNq$lpj4w$np5i-zLO8NDJ-}#}s_zEGzaK;htAKo@zj=N8Da*sg+Phz^SPn zoSyWK9e#yaX*2WHmQWKEIk03^fY>bC4jOo_8>v*jV0!6Xi z-L3eS92dcrCNtM;j9fI(x7jp=faE}M6k9tV1qU<0k~|W-4wSe3T9bm6HXGTNGe1F4 z_6O?A!37@F{pt#$B3=?;e@~-&mN7mt8Ex0g@DlaskOPS0r_N?JE}bMFEn`n$1;Q`i zc&)N}-0YMDIWzj9AQwc(!5mzGx{S#P^p6Sf(Zq)&bWMCkRDfUqC*8tk;*DvxftIeY z7)GJ?`!q~+xr3L$Uu!nfbj1aNYm>ZYC^+Z@zdNauaBAFLO@|N``_;wufRR#H*>FeG zd7H?uR3^Cy7Zd5mQOKU$5gIv#G0eHYuA=;U!;mfGuJ@`r7MfM%qg97_?pz70JKw(Y zY8_Y=j>TSFfjJ!Fl`%f6@d`+1tFqFru(ucYGaZD`EBT%u+;c*`I?#hC%WzzIBkj^e zSuXZJgXf<9M-vA^=sXFO5a7${>^v^GR(9ngC#clXW~^9lu$0-W9lhE2)a=x++9$r` zD>pg8w)OQ&7b(lGQoVe>Qt=fL?p9(P!D9sTV_685r5@>w_;m5&A2qinFQt>5uKiId zn)b=))v>%J*MtLkha&regv*Dt58Uif_e`DD0}=%CGtuY;;^I7&kyZgc8~cAkt9 zVa9-(8|^GdM-0RkL_|GR{R@#B9d!#ZFaeK6gror%Lo@nk>mnAQt-rTdhS=Ek5Ww+~b_aUF>p9Mv z@5T!^t930+Tbv#}O9V5=+8|&7DCFJqAX1(pdA<(~m58DAq7gxVf=^$$D6{weW|!bS zpd~G%-2Zq5!~xNw4R;7LKlh`!1|_40S~4$JYi6t)Lsqh|x>jfOXtsTEo>9@OhKVD_ zj?a_%=e5j!{m-eK~d=v^~m1Gvw&nyag)_dC`eu}NJ$ zg7TZ+MAIu`4n@~Cy}6-s6OPW|>|I(xFD&*t$WHiK4fNo0_|7p=;-Z_e_Y^=$>M+fg zY8OFLV_Mk8E9=?6AsPPuX|)fgqgrmo4br|w*W^+(H`C5o6&|#Pd>@R%+zm2+RuR)M z@u1)8S-ng+|4i)=^qr@n|K7y@$(9Wp)hvwI+25VAZ4+T~Va;c^iv1mvFP}n?Ukuri zt#=a#(`{>+tQZlA-ySv7^*{MqUKFj!jVma^F+a|B=W)-HPuUy)eT&e6T-QWI z+kWaEcNB8}579=K%N^A553{@$21rDjF~m&+LS)&o-AaCk-^oPD(xo2V>iTHGp&X#Z zugO=|XTA1;&k1QMu{S)*&I}YN3H%XtT2udrB-jGg3cE&mTfkes=f91F|An;$t$i8E z|KH@sY&2}`RymB+sgz_^?NJlBzuYrn%AVHBBJwytBA}v`Ex$ngBE=;z*U_zgf6;!0 z+Ktd=UhR=m>`iMIhkQ)cR~eMJz?|?esatTYs8Z$f<3nN- zZ%!s%E~cPS4?6=gg4xfb~8Dy%heesTPv7gfYt9mz7T zlkTKo!x5GF_SR+4ybGET7HHNTvR$$aIo5$g(>JC^oKZ5R5u?a-l-n7@sc5K2_3Vg@ z3oCtvNYkPCk+fcS^Ys4@WnUf*b>IJewRa^-ifp4$$X3}IqXmOvY>~aPlYO0Gs8n_m zl67R45VDPB+8FyZ)~rK}!Pp0bu{*NF_yPsK`}g=Z6=3Um2&(A;AUcz}|t0HR!K|$L8mAlQRkNaZh-TpWw0wDxgLU8F@X9{%c`;i0`l#>-!^YJ(S=W-u@4BA!88|RKPl1uABM0 z)w=Xy(7SKntRG{cok*M00@Lugl0HaVY<-jgil=VQY@U<>4~l0k7C8Yjwl=;rHZ*7h z%g6FnTUC$T2Sq2=`TF7KFW_yhJ3|H-ZsJ;M13TQ&KCo=6hEQ=dV`fl8z1zTS>oH@F zH+G)LK^dbXGrX?ivGDPN&iI%D2#9b?eIIutjRT1#(z8!Ox<%J`yMiH?^O}iHbaUV9 z-AvTZcFpt;({a1GMEpI{lHYo+*TA;QN2S=CcUj;jgc}A*H$u`h(b%ip+n#@5JfB3x z=PdPd0tr?J4O4qj`?6fo*6sN+-NY*RQF-kV&$ESD%0^^-5@U>p9SYXM<9x5L~Y)2Z3>gATnZ4p-nC@0TFpLj zt-B$CeOOL${nczuV6obY5+wH6(vzcEL$eZ5{ofkNdV|M9@--gLi}oTpD?^3aXB5

)98x|vKwwwU~` z-hG+fay;Md=0{EjFGBf)#LTuF;`Wn4J_uyhQDt~R)=Ne$Kx?*)^u~`sq46I+vu=~F zmD`flw(k#JgdQKEdO;!f79rT`q%F|ZBHyI3s+TXLr!L$8j>QEP0I#8GopRt|KTu$p zmJ6)>UJ&N*22mX)72qmVPozZ+>#UmUSRvu`a$uNdj=kgU28E~yK*fYwFVSw<_6VK6 zrb;~C+TssaMZbB?)L&a&!M*i9Sm&(;X-xpl?;ns>WCojDKU-NF{DUDbgi_fE-|b?) zB6yfJ+0GKQFhophX*_CR&gy)JozAnisBr!5hCCY4ef7|%N+s%3kV_u{VgftulAi*A z;}cJ@Q4xUsllHBESfgBAZ3p;Tkv+5n&Xmu}ze@I=)f zt70RuZJoOjx1ym7wg6XX&I^t2KY}~~oke$Mc>p5`TU23Wr7BAMrv)No%X7dxw$L?b$JsK=2 z<#E6JWyL_+DA4UPdEU!4chqA^*FoUtfV%Qv)NFR-ibmuM<;Q>x=OAVY_YHRI`;_AS zoN6sZZdprg;Y1y_WY##rVvlzzpIHBu0XvTMu7nkII*SG8?Dw7yLpKI=x$Cyu+l=Jb zUv2f?&CbIERy|8BZ6J_kBfCZa8ngFPGdFGwjo+b>>~B2ediGK6LwLQhRC5JsHrRE> zZqQ%*$j*RZPvx;cCC+k!C%ZyS>|yM`llU8Yd+f|~>GGgn3-X;}5j4=I>h1ASVv$UW z%?O`PDXH&W?gs8HiMMNsSBO3&KmBX#PI6D-guX^mm%4Tl+u<5=pzHx{@ zBzQ6nyxAE{`qK64Oj4%f#pLK;^-JbG>*muUrvBY>H7A<`Gg9Sbj06U?L(ft;S%nN5 zRvLd@F}AS$rI5gsBE2EO9$CT7@*a_>xBZqPWIF#KBTJh}3^R~Ee3^gjt$v_tp!91Q zWAH$XbnzVF5$)E?URjK^-qu!M9}48_T<<8_R{xnAc$cM?wY}I|U#sab7vmWLy`v2; z&08B$|1J>W=IVNiA~g5?V=N|kPhoc!5eyEpwT*@0C%4~Qzq&wpb+?5yATp%4Mjil-V> z+v6xVYM}2-upb)NDJuK5<7Ei~ZBoN-)x)`9d|@EK#GH5 z@eax%yTHQcpMDbJH-#F* z(3Zs>qY@ClzS?c`FSSh^VT|7^xTByofw;NA_CL<9cmJUc{sG%?$RI|pimrg>Cv*B? zjlzrq>fHC%jR!yx zg{T%5aV1AK?@O7O6N1#ybF2?(bMf&u2)n1}i0Tq2YV?%#SWA&<=g`f(!_QWmgxoRi zg}TIHf}9m`9M6oTOg&oT5kg(7E9q5(&`qSCxBCCPiFM!DtBh(AtZYIm*K#HRp^qVaPcQ@o{tIzq{FKHi# z(nxt3x01=PAH<04PNP3Za;TBlvEGYD0>7d@cTr1g4`JKCRX0mIM_%q#uICHDR>IiV zs}nL}73TC+zv#{o`qq|D%IulNYgD-p z=5IUI1riVKs`XYFz1*AVM1`AU15fSHcn-vgOG&@{3Ms3@dL;gV2MV+PS~{PQv9#Ms z4KI-;t%oX+Q-WQ`r1KVbWOMUbv^rmmEj5UyYB|enCtXAJb{M^qM z2=(Y1KV0Tz+Ez;TG}?O=roVt@ z6oUi|GLoHA5Rl#@#6QOM9D9Q*ZhBqM%GjzFB=OmDN2|Z0Nl|-jC5O`|Ln0ZK3h&Wj z1aGxbgKZJzL6tS$32#N)j3#Clkwli^MhV>>PIFxMlY_^!L`eMeDRX(R+JZg6jaFEK z93!SKSx_*u_YF$i`>E!#D*7&Dy90o8B=gdNSGf9FBQdn(Qy>}4k z#~n@DxO*T-`|t8jux%>39k`i-^A7j}oSkD?( zl%`)i8o7D_d12c_GOqdqRMS6AxdA`3)gt`Gf?SBys)KXWILVz2Pfvv0eCs@QWooQL zuUAJIPWaX$r9tSkdGUGFmC5beyPoW&a#&WjtNt}*S(E8e*MV6X9t*ay(2>ZxjUYaP zpQPFOrUZ!j;^<=L{USAJ-iZfO#S0{l(n+Ad`5q9Tp`-WGU|j)qR;suly^nA9)w~a9 zVrN4mxnX8(wIi}k)9oH2b^W%aEQBg`FabOJpYH&eY{nA+lx~^o{Yo4IQmD8LQX@LG z;dL+&dhjIrf{PWQj})l0&jVM$TsJj(EOwD-9Drvi;~U_DAIztSx1!#3?Wq!)hE}91 zx9+$!! z>pyK?RJw3!`zlV3EBX{6NIAPUInGtsEUU*HSdvo!@dr~lq2`%V{)^@d@?mhTGgqJu zFL-3NQp>}Mjqgi`=)32S4utTJ{ao#>(R679$^Vx%2>tx$kOAJE-&p7r^AgA=5={(%#f|Gl2bw|NPL7uQck-6+jn$DlK>En`X_o8N*I94J-^+ z7t~#k2Bde#v0h{Uk4JsLSuz{vnsriDtiu0TwvosJ;0Ju{)KBWYys-;1K6=*IeSim3 zVh30ZfHw|JAN4cYhXASD3U=x^eC>5m*ZAqoZv%)WdoLdJ*d*;CR--W%1A&32q-rAlL8$ za?+z+j4hjA|0;+Tc`@9#=2m@0O|}KF`QYmOjT2@7>cC^0JE{Y|J<0i`~1k0egkR8j=N-0fu~vl{&k5qIVL%7N7ya zdvJ@>K%hPAgZM4)hIl<}?-FvJ4iM%^!2BvtX3kgZ8D5X=fG=uE7*~+I2N5{wgNbe9 z-ak7w{I%ct!tyyIo3F76`oE2xUndo~)@WWGIt^N&BBBQ?r8T?dIn^WNgm~U| zYFzG{{$7CCeyxh$A9+uft0Z>HReP`<#Dd}s1{dd?c}|E`#2d+R^{%$JhR{c^f5k>m z<%lw~Zml`z7UN33s->1?EzOn2(uGxARXuFO@K=|23sjI?5(7@nRVf~TgQwJc^dxg9 z)$`E;h<@gWu%H^m5h%3Z6o6R1EK)3fa%Ue*LEB(v0};CD{ayM$(hpF9wb#o4P%6qh zfnXaqzq%o~*~r}@|2kbdpkZ_WngAoE4HQb!)O$f7W#SK@8<>A62cg^*;JbhwsvpX& z7cByW6z5_$*xCBqaU<=NP&H)ayk0lecs*6&{IP4Wkvm| z@6L73Ff(6u?z|DlGL1sm=tj(mw57UjlJ^@gJ`}AO5NP+(NwTxZTa%CJ%Xb_H2PQJm zv8N&5108)Y$Wfl)p)*KH_o8R}4N4I6+~s7?KIM=&+Us9E?b4PB zODmD2E8_{g30_2{O43W1^~gTu1zutA;g5SrY1&sPS~Vyt}f6Fk)6HngIE)Q5|Az!eRSss@_ZH@4? z2DJXgwd4rT47rI{#6x;Up317>47j@}wECKZa;>$8D&YO35`d6RQr*$u8GACAuThK* z7qE+Bg0@BeDcK9c?A}%k-$n~EeupA=CKXgCmquuDi+58=KwBQu-T-WyOl+o~9-(v2 zgBGe{{&a?a;G&^f9M!zw7Objnwk4$Y?Vo< zi<-{7=Ns#1*2-;n6F5AZz?#W`k#FMv!jFO(5F%Hu(%qHg2k=~-$gOU>Q{)K{?E8vG zUj=YvNC;iTR_9$JVrW0L*o>gFRwx>v>f0ZdyyN{AmBphJq?H2kUL>>Ctw zVXSDdKG1UNVc}rCWqGr%sP)f7qmVTH`djnQuLh2YGIv?+T*bc`J~w*20K3w8^aXop zcIU@RXYo_OI2Bhw(JfKJ>340Sw8$rW>)b%V1NVd z#tZEjkN?UbWZX#l@7($Fr~@j2QM*E|Wt00~iLn`9^a#Ue^Un& z*jpd6o7$12VnBO~EIi?^RfbocBI@0nH1O?(Lxjd8&<%2+9HJCCqCV?yif;c+-qNRK zXwKHcqi}p^t2np`g#Ivmk^0bk!wi-C%j*U4`fT*%n1G()ZImr)aAvkhdM$>Jrb|0+ zW0mih6wsuO$JbQzHrSXLSE9IL@oIcA^?nTKZfKP^3)$ng4YsHwBGk@8__#>aMzcUPR)&_ZvIENVA9oQ<;l zS}-6MSs%RB+46&kmt*K^A>uq|2d6COUj*dcaGR$>5C0fWreUDWKAi>29UKjj!GJqm z19*jk)jimaKg)nLYqstj?i_AlzwniHU7T*T@RmGJ<&gsv=Grn2oU6M*K#K(bR?G1r zfL_j`f6X=`)}HQE+INKUJmA%w60pk@m{kdpd2OZ1H*vgbPcwxCm9J!LZ0PZ2p19Fq zGaEoLMfDV%VB*rL|YOu10i zV^`5?z2J?CFzh_}i^!@KN2v)KAZhT?w)}7;Oy7qrEGsxcE;F!DXGWA)QUk^N38IIB z=)diq-c5@?Cg0o;Jc~srZ#^ttVUA__gG0g!%~Y4*DEsq&hm*r&*t|=Z3Nm;lA_oTs z2WGx?cy@EYhj%%}WapQ+GkweEN{h^yblH??2(N2a)y^;Q2rFrvSykwEvB0mwAkkg~ zw<%@GEkbP_`-ArO2R)A&dwcq8;nK?@tS9v&vUM8-cawq!)&tdbpFreQ`bx5w;I#Hy z*+*Pl`9Se6fBCs*#3~gKY*YCn%Cmh@GY7Ss2g+3tbuD%vGqYms2wwL*)P8G>indq+ zx7rtAx!jG_qX^;vAM;=!Kc;MW!84T5^xhv04 zOni_>K3fMULHSA!U##@cS}m+Fu-rJ%?Bi) z-jipgVD`5#2Ql|Fm3=P=Tcw6rO5G-m+8YahU@|gxwzbPa=Zf%v6V4!Z2#{OF2$y9b zGvN_;20@uXKfDu@X&wKd3N%CQ?12n=)b6%V7t_{>Y<;AlSX*D1SAoTEqfcy!WWb)m zp@2EKcVNz`#_hUj&5B^PwQ?;E8tGSwE|LjEE;wlWQ40tHyu%jv)4M9{53T3?q0^`+ zZ}T=8h)`R>?VlhBpRm#^-oFL5kAJ-R%2f-vop#(5$`sg|&w!ZOfk7~JNKimL_ojgvrTZFCrRXV&|lgzYVCeZ82xEIFk4gspTe*@)LYN);WsURn^$BbsI=)3|H+ zlMCmQadyz!d7rT>Q77ahqkdbzq3`VM%PyC6lKPfHy3WL`yhvg`^*W}PIgt0;z^zSg zN^46M$BO09r}wfHrXhzBc2$#-#_#t2X*JUhLmNjol!gd42wSV30D!X*NDyQ@GWbi- zcPQ=Q<31^$sh0jfzKNy(#FH(g2K^5kYk$zePW{i2Nv=K^G&ctRRO9B3J7g7&&yUNz z<+Pw{DxsQttYO$jq=bqEvM5f@lFEyfja0;E|;z2Pxc<@qX% zO~*TdNArCfGG=WvPq0c!Znk_66tI|S3EWKBerU~rN5oU)^sfs`I>mb&0c>#SsVp*^MkfVh{$i~xZ)0*=^rWKLbiSM4?%xFy<==0Un(&vSFFh5i3MJIZ z2spW%uKlAk*x6X<%sFN##DgDsc<(SG`BHLM_C!_?HA0;E@zXO&>4pUg&4IT=cEcxQ zcEgu8ce3e@PwT)e@iG8dX=$fv_nR=s5v_upr9i#{F_1Cx`r zQ9+YRy%qH^?DP)IYjfb1l@5FB_7Hk*^>FOFsVB#6*(j&K`P0bxns0X&4oNoa`;rP0_S<}^~43X ztQfU+PR^GN7P|c%Wo&9X^=PobxLY#=&wR~d@Of_rR43K5B^GT9Gs%~+NTXHxt7*rE z*)UT{)DWge(6-;mA>fFbm~T~pM`{C?mfG&_4vkRDa&QCN<4+W&@qp$j4n4ktK~`u( zg8oV;AzFiClQ9Nry*X4(lEA3R3_6W6)s3AbLol; zAeUy7X+d5hN!V=-M(LAih}b@YS+K^hEY#civ2dx z)0)U}^DNlB?6K*ATFWo)JcE8BlO_}~Avq*4$36*3$e7HNO*C^XD=kB)%d!!YwxxpE z9E|z>{_JoU=eqYCk^9s4v>3Lpj(s)E)hPRK-a>v~+T?>1vr&>LOrOK5?N+7}s z&m~IZ5Zd^LTC2I0fJG&lQYvgK5}N9qabs=Iy>t@%6WgD1FI1*OQ)aH*At=+^J{U&? zOrF&XUI|3*XC=i2d7ZhwgjrL4yawYtvUq3`IlcrrG}Lg1f9XO0gYy%JEsv$AsQsCL zyQMtp^$qRUboG)GA<81N;aW?)bg_>};BGjAs$Qu!6+A@W`GnLZ2E+kOZgB3A)nzBk zoiWJTyU6W#^}@3jOmvqQYClh+;~^ERr*iREvUOBxP#lPN?gmEfRZU5Ea_?Aj4dbxwyBxTl%Jz-qF+{=!(8Dm$nwd^S#iSI3ZRT$zv?1OX(t1EpFBK z(fPoJ{3QeWrQdFSL0a*F5!-TPc7)=GjP{KP?+aC--oBpkVN!j~=Y7N)4pP$6rvZTl zXO7_Kn1uWYqcMN5cFu)Z6pJaSK1&XXAS7B?kMa zlHwYk&3@e1r3k9L6AR=2_8EP}8aY1;jx|=!P@(PXe@r^r$-c=$7gf@A)Y9SkIY1tf z4t!@|V;!jnqwLhm$0NB-`<$cpm8RrL6VUSQgvk#CW+1zsU#w z1!WTiV8!y4fLhNQ=a_G8DAtDVV!c+e#!k5vRZy^Ptn#?FHC7=H+Lq9kC2fFuYK#sB zCi_OufB>_WDR3*t+S%nm^RAd=bZ3jh$)NQcM7UqDR!3vt0X-6eqi=k~kw3OC0^6^6 zL{%q{(L-6X%a$&(gc63**K_>*uXTg!n^nDqb80QC26+Cxi8tC0mQ=A1elj*slP^(U zugRo@j zV0n~7)&g0aJ4gv4`7x##2GOFp^A>kf=&&on=kyQqwbp8$habKJ-wTu19UnNE-Q723 zMwN3N2cPts!0BkX?&lqzBPFVkSOlC6B>nNm12H9y0r`XRxl3*qQn9Q!?fS_x>x1`t z2dY6wWoP*=Y%D?$2r|e}f?b6--~edJ-91Ez;a}i0wAT;D=@?n}CtZF{Z9%GSy|RI? zkF#^g6ge0#LM%3^yFyT3M0wp&1WmkJKe_Vo%X97-f2aW9u|;kk^?g2>ith#V zGpG>p40vleCxm~S4u6#~7WFeU59^ximT5l|nJZ4<8dBLU2 z@34iGaLr}uw#YWV*4r`BGsKCF8RoDu#48}5Uz-*-ZEW?qu=Py}^DV4aLRBoc)t6sV3EwPb+q~xF@RMcl zK`Zc0TH&5Q5c!M&s>?@p&a=z@s0VsT)IULxc>cR^>jP70nE`?_b8RKmZ$fY$l#wdm~qtc96&LMA7F=E4iqsXa|U7+p(YK zZ}oC!BS-KN0|9G1!{N3MhBJDM*SM)tPT+5fo=9A-eyjj&|6TzA!Twh+t`?Z!6^ajb z+b$4)(}UX`#@RxC9#c+4Y(>Z#sRoLb3)GcmL~>eS$0D$#PQ8cFP zru^{i>~Gu4DKiljVknbV_IL&_HK=SK_Q)})OOG@s$*rri49`=wLdcty|1@(SjD`Pk z`!n?aGaw%PcA>P%4Y$Kief_`qBD|D@9KueA`!8;%*^B#4F&1}Hs-KbkB%@L|OvFnq z+zE#XxS%3r{>F-FaYJxdK(!I3aw)jY3sWATvU=ZhtuQIcf2V(_zv0}>tQqanz1bT> zIpbrIsL(OgYE6RiHD!Zr0kzjZ9#5=jA-D-D4dQE^fCS^0Tzp_cv-}{`>aC~^szyX| z4OJJsW3`cgmtoohURhVOuO~xd7H?0D`L_wR6ZRSb{ZCLvd9OH}K#hU4pO#c`+ORLQ zhQ)XA;X~jXcAWJj>i$6z*2;Ttk;Q};A>4q)(oaKIH%S8!>iQAYYuY?ujJB<&?T%j@sx}6lcPiJI# zIFD2mZ^G~me1#V}kz!}?+S2f}BUBxHjpmr}x!Tp%8zOEFNH`T8b5~t^y3A9o0_x~Y zbC9mC3l(5Q2TXx9fGu+%IrLivczDdnF34XAYyf-?18iTfl9oX}lWP$`!$`FN*7Ukc zk%?AP|MY%u%^tfS^I+0!@wPeDZ?DrziK|~hRdG8%?*|Mo z8(!aGfa+qHBVwnFryf9%%XJyM3KKgUNrCy1)f>;fjV%0fgBR&3d%qGTGq(Sb=}Udx zep`O7JL>)*C#~^n=#$=T2UmTS2N3_ahZt<+q!?X;2GR2H5@%a$70ScM=b7FO3b2W> zN4~Hg$fC-}8l*_v<3vUXMZOV5<#08Un$DQmvl8ClziJ|xMxdy97c@O#-Ed5j)JoE` zsGm>Z-H9G){)1vHpkEy(SPvk=KNAp<_YBk6}t8!qP z4XPMkDDP@8E%sE+0q5+&Ne!;KgNz-3Ue+SOp!xAvya|Hn@1C5A(jDU;Ewc+XKuMfE$n%< z@w>mXo3|>PFD+zFt<1T}aF|ON#R0%e_-TU`>`cHZIP~uoY*5LcGzbctkpFVS#eC4ORH$5~hw^m&TFv|-(&sLX(+~QA7V^!Mk|5LhjPqk74*$HVcEDHzWFh$njZd}p zBT@IrE#X;vipYugQ-ax@9*T4P9}y(Mrf>}~v(JK9dePg4rr?BiIQ{0ceZX>x`ssdj zl6ltQ%bz8@c|}-9(&Rw6#FmY!-fp~MZ%o-77gL&`vYVlyd5q_i?Cwm4^hw93pMwh^ z4Z$>C;~D>_206M49|~R4tcP_6*E~J$_eBX4^J>HDue-FJy0!@nVE{Z#lf5tnQV2Ag z06J_mrvj=}-f&h`az7Ku4#iED!&2@E2(VKww%t3Yo_BBaV%YS1FIvSM4Qy?qR319$ zg9WU>M|qtnTWhOH)(A0Y3{s>mfKMaO>BtwGUNGlv0dCkt0*udMByiBm-f^@p8{-5Y zxO9Mc-#_Q5nsWat;dBG*}$t!&6cwX#gZWOkLolf2knXt5OS zeTeUj#YnDESIhPBt(^POZJe!v(*{d@8MG!LNn9iR$F*qfdLvVd-NmItl}%|w`;@ht zmhjhAtv2U2I1t(W8y3y+DSO7;Nv=`UJESe?x5;|}ISBX?0H2Xln?>YesuFS63kO;d zW*uSZ@Uk#e18pMd%LR_GQTN$pwYy!3fVlc4Fq81}l|5x5ZsOf>JC&06Ji{F5pZP#Q zRDNW_u0nHv`ON+sj=hqSlJY&ca{54m$tP>&e8q>wMke&EMjsE4IH1y%;=MgE)i#AU z58MQey|k=1Z69_tIHnH2V!xEg*OmZ$81ga(Mw@AO$8v&@!NFDwgnBqSjo{%rUPf_3 zNThkfi1Y@Dx@pVlaJ=%IDHG(2a2q@L z!w)g%W)q*@l2FSKA+#pL%`h@y%o#lWIVbM@uFg0rxC2E|J?4 z%%7`QPxnW5+bJYV#>k-W?e|pSnYF(>243_#C52-kk*XWFN5uiPVQh2%F1VB13l-i* z(o-r9f|2?5mP4m>l^maM`r#NB#N!{$h9VvKe(ld6As$yoZhYEr|lSi?H+-V zsZluMJ^iv(Q$zdjsJ1`k`NOU5R{H(xyIxaRBLro2nx3_9@%&@lREcyJYEd7HJzo!V z&wXXvFZaN{GCC9e@|tF;D0AG~aW)>gJ&#Y91p6%(Oyt<*GU7UL_idjQy6Os9z0tC9)*N;YR<;rZBx4HwJ?@)dlKp}5 z3!6j9S-th0qfd%lSua1hWXMugB>F|HDBx6uikhVv(1LS+c6*ztq2T=^qw&W|p)=_( zZ8cQ&u&w?<8qopP4Psc<#NLYMVyyG;-R_g2CTH?Q+SD!@i1?UjA%}Cn^i9(=rWrf8 z-cF|)I`;NRfvZ6i?6Yk0{WPE-z08;$1@%IwLcGt22RB|La5Gf#_~Xy%RoT?Gj8qy@kbD(3Kb9X9XD z2ZZ$Fms!tqoXhxAm;xJZc(E)OIC+2X@z3+X^*A5OqGKoJZ*JDsN1iqlQBF#?uxYe= zX1AqKx-ztWxeau8|MJO!_hc@)OxcFF{ZIs91)UdUIPq>D#q@Cb^*LSRUcStFRy#7f zR5-?S!CmK*XZLk7y0o9*ywJIiz7cI5KKX}-uV|$w>;%TSP9tgI&%2;b)Eq5lz>05i zFzLj=s!@9g_w>lgma4*8hx`n~qrdek`wyL2XPf(-uPs^IB0B2^f;RK7G-l{un>G+{oC$W7eyrrreNMulMmQ7u*ec#YdP_HlF%yiAFMolG zTbxxoOpb4B+Iko1@X5HVH1M_8&2;dlSS-pxF56re<{0EmR!2wbbc*DT=zw$kJ)`!} z3)Wou*M_b`clebabh`6$<_IXa;EX44fr2~tOE$Q~#*eSgE69Q4GwXiD&KhBVhftd# zW3(o&I2T~)#KifMnoF#SFFBWJKv*qp)Lg5iZ)e%M%+KzDwb}E{t__Z)Vpji%p?_6T z#dkRQ2S=F2ae0mnH~7vQ?jvj3>XC|&*umqqARS#>Wvbd!UuRaY#F=&7KhQM6=%tM3 zP0CqIIoRUw{4=5XJ@LXyHJ9NVhT_u(W1vX)kD#E%J~)hD@xpObCFlh$mgT4yS0Ds! z6I7`0O9?aag?3lcg?eR$n2XZSe5O;Qd)bFN?hO7wO~0sHq^YWeVtyN$@f0^K?bb!o z3QD)@uhmqP4xg>FN!Y`hf1K@L9mqM|BS&!YovP@lwo<~`F^DDO8^2omKi;^Q7{C1& zV*$XomhsCs>tC{|Z)1l8N7UoGd+fy9iV8AXMibca5pKU%zsTcvyDL8@WvvWT{u%oc zxc=Qa^UuKtB-sC6tW^(=ygk#M4eHIA|HUHx+UgnDq*IiZ>*|?nvK!kOS&~i}r`P1O zDCq&`;mE6-ft>=C@A6A_`WDjzs@j$6rkSa92I^W5BhHewa)~IKxxtG%<&VnnEe;xq zG@n^LA6b8=A!yrQmnlk?lUHF9f0ft{2Q)?^WbP#$PM<4E)TX<+xmCywJ}DE1;%8W= zA(D%Q9LRG(i8>#rdPXeB3K<2}n`vm9)R}22l;)3hM?G3eU7a!v0zw=>MeKcJM4exN zKtEZdBI@edelL#MttomTeCeON(bGvp*WH>=rryL9bKCtDtPOX0Iy6G2;g=5veLJIm zHRZ{0?{;PYCvmugM!4w}=z|RU_!Of29^Hk9QR7*Cm2b)nD@SN(5rownmBBO%rhiD& z>SiFwH-K%E0q;`11xo$+C;GQ9Q4RLtk7`9qM?xZl8#=JQi2Le63wM(2Z?xZ)g!bXx z<;9wl=8W{VkWhU=E8yGnOt9g#&+!Cpvsq`P5Ms3aXJgNQOc?wm0nq7>h6D(xQbP4g zUHb;YXVCx@f(6V}r~nI-HyBh@D>Chi$3XqK+LULP2M^{GI6?VMLFacM57D(c;Odg$ z@t8AROfcMyawz_Wz(WQUXxC}1C{Vm|ElWW)<2{UoTszeUsj^+*E#;oZAoWb7T?a}0 zoOq2Z7K-tFNJ_@mj@|i%JZA|%H_QIp+GD>M@k`5$dPMR^jX|Ee9r5j$fW?41y%?Xw z_?zW;Og5Aaax`BXb0@4yY?Vqb=@$P0)xepA(LFCKw3}o>~3RC1W7^)DD zHMCH7(rx=Wrq_Pf{b zyvqQ2HEL^2T?i;^=p_QMK{|pydvy4AJ?&5{zq%<=E)g^9ZOTKMq1B8NdA&QbW0C3+ zz{97O!`=31&NWJdRZUk{Au)IWy?GF)F7r`My4oGKzUn`ium}K}f$HjNkdr>W4bn?q zN#LPgum=so;wzVj5~1JOdb*cBa;rRsuXo5AV)V|Ri5-grof7FsD|-M|1los_yntl> zq%1UC3qJ}1w6Ia#E5cS&y}dL}J%NaYtKz z@@F?Ts(yK0_?sHa7o-uqM*}*Y*ti&P=~`MpXv&3fn5PCmkkmUbxOzJFYPS8Zl9oZR ziChU^**wu}2STyw$EbkvQY&}e)`43gY>;d{-1i%eq(+{578OPQLkPt}o1S>tb zBUs~fpnym$e_bUuD4S@n{^3b7fFlzk9}wKxSyh5x+U0sIg~`o{GaJ!cu;rDRSg4#O#uyZ4_ieulR+$?R$^E>v${m+RZTE4ep-7%gV;qdGQpvI-syMj1lK70; zmM5~;-n?&hrx2x@!yvvl3TQlI(_(81bmJ2;*QxOWkM+o88dvi)k_ z++O_Xy+%)y08D@FvRO|y)Xkeex3RhN5}>_6a*F$W6tDuoX#9+qO7j^#Ckj7p#~yiq>W=srg0$ zx4`mC&=b%SJa?LvFP=9frbtYHgO$-+tkf{Dd6xRjGaX+MKuWmZ01)ZO&mxIvACOby z88+esaz%ZWTt9<`j1S7b;DL)w?+pc3y^>+#%xrA&JZlCZA}=$N;iOGAm+{G( z{1Lsa^)68SeJ8y(Zy50WcO-h74}vteMSa{iG$mFI@~{Gm9Itp$p^6UkK}A?A-AW_`FwpYhHF#qVA5NO0Q;e@W9gFn7c@f?W(q4TzcqgvrCzk*Ylc{ z;fw#78UJ73?4ehN3DoYPU;qDK%g0tgG)&JC$=rO4r4h%aI_j+E1O!Ea9-jI8(>~II z_Q+TA*$jG*5BbD**Qy;M?p7J-tGqPk`69rB25UEk4$y@Eg& zJ=oSMEza`Tca-G)JhvIS%GkNrtPSgE)P8~a4m;^XK6kdX)S0yuz(716)ot$P7RxOU zE`$BH2TEF?BJHrmL9tUnTVNX#Bjri>IP{QMv3<`i2e8W>YV`<&IE2t7U^+wW^yLC6 zs-_T=7kZcncJ$A5*uUT%EtTChgY7NK!KIF`b_fLUz zgRq^T^T{DzvGrs83e!jsm4%&Ff_6vfF+a2ihKP0&P?GqAJU6=vq_3*Z`KDfKg)AJj zr%|NNDQ4^a;*Ry1#xHFV1-J~ZWp`&8i;~IU<+4tM-vuJGW&i8E1K%A^M~nyl1I}mH z_Xjr3Ts&|frVDQ$u^n3Zr@<&GJT6^QLLwrY`3fe%PfZdS83vCejU}zQ+o;&qebxas zuoxw}k$u8ZG-h2hc|49#T2d0x!)d59_bck-_#;l}&Ev{V1ht<;FNwN~&oSjSd8vAh zo`H2^e8|0fFg?CUyw{k4fZfNi%YlU+#+E=@Bwt%j_$$_Ya#n4u-Xf!6%#}4T#@Zra z&A^Is5AMGF${b?<4)pw2PIg?IN*|?;5nqFl!5B zAv%6xLXZ3Rq8_Gn@MwZ-@l%WP46lgolZdQwb8vM=Sf2%{2<4DF|A(^oj%s?_*S+l> z5F65^NK-(13m`}nq$|CsROuZ;wICoRF;uA$LPtP)2Nmfh(xpa92oN9=2oUN!v-jES z-1Ck*#vSL6HH9= z46U$aG_Gx67))l&0g&1E%<}LlR4*CQOW;994=%P8Fx7)W+*Yr(Fz?Y$giSP8YxS(3 z=d|+SBsA$Wj~1wK0quptaIRYia*r(J19WhfN%lVIf$n~<{@_&1;+#V>T*EFSi3fBe zLv8rWu8!BmhjnA;5gk={P;lGFOJ(EV^wLNT z2e;6`pO3ggj*?XE^>i5hI?XHyF{)BWgU(O)4&OD=Hwqt-O=P29S?i2aQ`*h1k{UnHM zuVrP)XIHXpm)3+>=f|Hm!Zq8+^7Ch^c$lhZu2gu|xl zUNOVtEp=R2w29s4xh|Lq-fZSqU@nc&hlAVniF}MiN>&-CFm}y~(jBA1iRFk+lkLeB_lyoI?IFLRx5PDh-_R?f+b6bpMi` zf&L$}Oj2;3d!$@jN>nV89phPxL-J3^$LTM9}RTwW#Ep;-fv5lxR;bG3E|*cNeG^W@S4*Hrd(Ymz=XE!6q3xz1-;JrQ zwaBU!ENFl!b8_$~Qat;&QdJYQvHUqto!D=(XPJp`Ej9emSbUPpjIceAhRU&jWga4F@aC!C2fQ-G11hqjI@tYPc}4154au^fMsOi zLd$%6a|)u$phhhHH_5bAUsk*Jk>PNE3I|7)dh<`hZr15d1JCuyD?C-iuNhe}1D2=L z!lktI{hNPfwE$p^iM(3}KY^p_XwF%=Da`+c=1wNdO8xUQgmClAi*I}2CLwtszw~o{ zzk_#cr9)alB92F!SGGzsJBm25IVbHR8oXTVUy@c;PJVf>lp_esR4d8Vq(=HU2sUh( zg!^e)d9MHrqaQIKnPc{`OvZy}7V-5UW;qf)a^?FMngrksxzX_pT*PlX_^8HQvn}(H zg;NlfMCfyi1<61y?Zw^CTG!kqN9l14+nFhSAH0Whdg{v(55=Xm^rB#9-y&8|0D;>d zT>q?*R-&e}FcN(k_tfJyi*c9G0`-sP3k7X6pqIaI`!`4+KX$(UG!sVGyw-^gGYyuw zLL>f(dm-`XaE6I@g$<$}sW__zFV}1JEeC=v_V%AFxk>#f=)d^8dj61GyL)@m03MsO z>i?7C!g3KskM3TvcEJS z&@uuC0)c}4*Yo|D`6`*+OKBRC=YU+dIT-B!fh_)P(%4IW8$R62@zu(QkEL|xyPN6X zm4|y%9Ij@6>X*Pxyv-=^8#6tPCHS@E$tL@pSa}4pZhx;TjZ38V3Ad2GT{e@%?rtkT z7l_5nH2+?%m&8vqS3L_Ez8>0TP3%2a;LGD!`>xrwl=1(l6qD{`|hPCXFGp zQtHLdCQ=J=yln_%Kn4Vc%|9sj9rp5HPN|G?<6zoPT&POx<_M@mkJGYZ>%))uoNK=8 zx}s$J*Z9)prIMh`Wu?lE>~rO`jZ~j*;p|tas_^!`O3;@ROxj{iWQq}*`~P;#{nvR{ zxV}}hF)2LVViUY?V;=s$K|#oIP|`hiZhSVhykV?27X9lMR92a#lDCa^BrAOp(ZSn9 z_sMSkpma@ZXDh2wnXt3rUkKeK2J@%$$m72G%t@e|S|LM|aesa0`$Kj@t?TbwF6jQr zI1h3a=p8J)#7YO`bmR^tIo`|^f!ig3(7FF%;I!kK3R*)2?FonEv^73psDeP3lCML} z>J1AAwF|cH02HK@ATTcfeaK-%i1uIZc(joU1Z)x24A7J%d*&vz9psc~4;O(?B{)GM zZY5yKIcgrZM0fi0g^;}Wwf`35uc5kUjy zs)CMb%mKm~iWBy~YRL>FgFXw}>zQde7z&yt?mOJL?KM3nlSpjAXNSkvqXMOQIs&gK z%_Ido#S-TRv@sHhpuFvIf4dG>-;1EY*$6Trp{Co=&0)#3Aj=31ws|i zFr{Em62M31iCit&@lsxl*g~X0K0aA^bwc;dRpgi%ym*=8pb0buhpCXC90q|zF*=71Z_Q8AO5@MFajTz*U9pC<@;Zz6V4sYy)C(}EYuJHLNZ;j?#%F!R?+Wg_| zcA*h;eo~H&OB(MGFMdDUGEmh*7)T)t8K-XqMz%njOCmw{*mBEQxpH8~e(-~uqc zseaN6$!7V3!A)ssJ?a0pbWP5%LS7f+A-6C#&~?6d(q5FWJ#up?AM+Kdo2MU=y{^#2 zlY$?)HCU7%R~w^5LLX)C83yR764khRxqDO&dpDWVb+V;C9$H|`L8Y`lM=QimkK=y& z;JDFpKC-t0&v$UEV;D?RcIcmlBHV2&#zm5~8PD#&mi!B}{aI-MEB>s_27+xx9&P0X z{uqGE9~miKV$a*=@kN;VCU5I)VXMV{g?%~JkHifwHMo=#A*r6AqT}x zy0-K|?0{(G-?>p2j8`h|pN7vb@+vK4itPq22P%%0;4dr~0N^kVSq%rbZY99kH~wDp zfijgC6tNG&SK}!~^dcZtly~CHx+N0Bts=K;!Oh_2Oq>B)4~n6)`L4cwk+%#ZiD@KA z9lp&oavok}H@OsAh&kE@=tBJFRw3C!pWNF#yG3UifSeE&M z`*v*f?_gq9NhOnR7Ffxb3#u>$bRIEVl>Jb;{CKGp--B3PzKpv)Fp<5kI?&-jTi&=T z)_<#*Hjw|H6P5Tcg6luU<3BIMW$ehpF*L6BMA3VcleLA(Z>0XnY`S@{=} z zvzjw^PgC`@?#a)JOR8_b&On{6O}>V*Tsfy~`C@Wd+{!&RDXTTO%V*Bk32WSa!-nnV z6y>7;{DNEZ$GGF(RLf_W-Ugh$bJt!>{Jm}?hTt>(F|=kggJo}*^p*lyei5qnpT+~> zLllljl?M*yg6<25!FoW13LU_NfI0IzHvoHn6!VI`^NNe7!z{_oM#3Sr^TH$Hj=s26 zZO*?FR}SIFyYRNKB_QePm;l4;{{wtMw$A~N?^{ui)0<#qy2U9!!wmrH`@nn=C6p65 zGc&Vz^khDEB4J+hxy)t?c2H8k4g*>$Ai&SX&%0_b4sH6COgA(apbYi-VhD6}bnklshhlW$Ow6kk z%dVVGD*Hw|`4=o*&uU-miBtl|9w111%7MVN*-njV4NtN3!rw>gaPll|&;7ies!l}r zetnNR?u~`kSWy>ayrJOfmf5Ji3~}7F$t3V^o4J;PX+b@b-G!?0H6yju8d+1SDiV%Chr+I4?r za3L%>T4)W$)UZlJ37cC0!gP9!dI3Z+6~k!1JJJJW)$T5dMl8m!Qo)gv=t8Mo6)DM_oY%_zpGA6 zaf#EDk{J3BC+rM>c2RM2#x46G70~a%i*p|^Xeq{@f0G;kt#9XZ;_1FTDN}yeJ+J|m zs@HuvFWwLchsma`vqJ+_U^Kb5v)_9Yz&z}GW^0E|m1fLxB^s7mfP#*KTl{J~&@Z0a zHzKMj*w=632yZ3ShzIpKRk5ZA-iBIYt zng5(sP0$a@H?+59?Oip)t)K$*2;MF$(lzv6E9?i}ss<&E#=t75J%!wD?Dr4L&Y zeO35ZJlB5T^}qH&eyZ3qO86G^j*84gli50HGLQO#KQq8+<51Fg#lDK&DbFh3rSB<& z`juME^E1!aopX;JGiWSoGSDVR4c%j74KW#4gF|D8kNxDOa9tf9d_UM^c}dLymj(k8 zY+eRKH3eBqkHL7`uUER=b$;D%}e=aL?a))d7Q=l zZf;qlb$BMJOy~B8xa@@iwKVL0&)Zk-6t)p5M{v9}f%YT7Bt(_jla0kc=55 z(a&b`Z*3AtAOWMKZP9JHUdW)vOcM_WTE;@~RurUpX`}E!N3QdP z(o>g1?^2&;0=nV=q17qwslu5AWECH z>kV>!KJwfmq>!f)xLuz$>DaS~Xh}Pnh+sR;%Ly^M&m3s!vwMb)^kmlF>?!a^%9DIo zM5F(Fo>>>o33hpA6p~fo<+`cj*n&O+sE6f_`j^= z9_8KV^JeHW(|&|5kk!u9cfWR)qd=z=lCEVO0!069w1~G}#v3Rwr;JWr+O=J=i)P5F z96zTU(5=$WqX9{X2r}|N20ia9FrUl?=N40fx}45DTb@2NR-a$-mN#^IXI{Wj_(cnb zE+{o{TFN;-5r;S)+Wtmp4%)B&6!r6&J|72PnJX>0rs|LYGL{1X6j|`tyuVL5YEDAW z+&s*6)oWJXyJJC`FC{a__--LbJbU`Id|u)ve=kn?fi zsvn@c`RYSn&sW!>#8f?~zh0j~0GRK(>Lg78_~9M0 zgAw^zLoRNAa2RXtQ*ah+`nRDPnA*n1CqRK|OnpD8C(wVe!I$76`?r!!c~>t8Tq6)_ zKlXILuPfSP;4F*yn|+Y8bbCZeq4 zPS#-F^-<}2GFeB46Hk3)wV$4FfZ{cB_b+Aeu;TtW>+8qXCiCbCJnLszE;et;E*q1(6l#&s-kD1n)@WDuo8ZU{7ZkS4=`y zL@cCU?8#)fh?aQ-mN`SUF(2Y3wfvm4B_jT+aRWqyhsU5*6SV2CB-{1}Fzn?)BVLFV zg6#3lRV=(ced0ai>Z=HL^2d|b0NkQ9i8lak3HcDtDxXUsQCX^TP7V>J1D25w-Fm zpWZH1&6pM7NN2(Hvo~Cf{0(IqXfeOv-3mm;Hg)y&-JCmMQVt~J`$AZ52^DLS_QwQui&7rn%AIJQZPQP?)8JlAEu8h!KUEkB!d!Big`}z4@fRE3T zz?^h3KVJPEH%@Pa9;X=2c>aO}1o2Z<`o?A@XUSQ!NM zkIIIvzYH{gH@3tsdTII=P45K%_FlV;I5P=r8R*1%5~XH-?&UNu*}M#aw`;3wJ71$` zGfygZ|5{S^i)8jxBG_C5udh=yIg#}&)c*chyB}wggB52zY}b*M84Y?ZDxf?3MLyft z0m=Gklb4|=R}{c2D-TQUS6PKOpXhjxj(D^Yw4&4fZqanZST?WD#6PoHVdkf(lxwYf zyoxt0VPL7tINrkt_)4svwcL~K59sBllXqwYF__ulTYC#S6to;X=*z+V(AVg?=sAv( z4v(+*&8&6F30%1P4L`F=nIW&{o*iQ!c>#%>y!Te5$1BhBhK632vEr6}sGKGL67_sH z>LVA}Z6aA;N!^CP9PvNZ=`J!wVic32RB0g zxVr|#l$Z0&eG29`y4*)_H&=ptU6T$Ad(QQ4dr@aPlGeaxm3a}M7y&;gbCUq@w68#8 z(fIodhx-W47~VS=MT(fVpS4@8yx$o1_Apv0~t&BVn3RfhP%2}44^9N{%hW|RJ zHm+&sc%ED?I9w-i-8o`*2WokkZ1n>^F&bof`Hw^a<5%Y{x`X5tXBau>=uf?mX!9qD zA9M-R+uA`|hX~ICYX%(6VqI=r1500B^5&_YzOwEZt|}kw@d7%71^3DY2Ex2~yhLdB z6a%CruIx4{8F!NfR~Rk-TR!$wvX4)-#Mu3BaowafYlY z(0NX>v)^l){=@_gkywvu%36OOn)odiL!o5S-3_>S?Fj&^o z`rM?Vy*nsYU=#NOo=4dT`nxY5++H}?FscE)QnqUHgVerAXp99y;NIu<}bb8F=`4>mj_eqG@SnfJlmDJ&0) z`2jmrJ!k9zs&6Q28h7C>$Rh4*HfPkZkO=L`^_(A>^%QI($#x5)1owHb4UgnkD0!%D z7OOHXcc)H>N8VAOuLCle0Px1FxIZn4QyG&xu9MSu6dY?vwi}J<>5R`nCvB}_jdGrl zP}zG+3rxO+mq*1=E`RHNDrb|grrSt4OZD5D2?%Va z6MXN5Vd(uC`3}^FPOe``$Zcgqf3c=Pyhv=7SV;+pse3OVqts^sDos+r)3ambto+NT zI;z`Qy=TB2;qQ{=2BZniVVdkZhUye_^ys${=uxC!;O17^OBr0)fDfnVTSj1n=b~$c zY~r?<6Z<&$slr>?PbGa57V(HclUR7UQ}&_$7uT-yy_@(0RxC{+$8uxESy@ivsdKfe z-R3IB%Q9mP0$e(|dyh}gtkdr3)RCz7!{NMdq(el*S0q&20svEgAk(OZH$i$gxJ8=) zTngLF2?}T)cp+ipH=I5DD>JZgOP>N0aL=PZh&D+3GwdD^$pf)Y9krf1dH569)rcqA zfu&D`3gt=L`!Dn@;E=X8n7bW@9_yp$XrtnNnc%!5+73m^6|<0@VEy^*K)F46^>;gx z{r%r@&e-H*AikXo|X|{yx%nj9+s3DLBnhRbp>?8}2&uF(XQis=-0$Ll+)xyl|hIczT>OeGysKlZY zkj?+vTf_J}k6xOL7qh$TN-q$)ou_m?AqCA(Z4+=KMTTutt#O+ao{4JJ(reJ;4L=&c zAzA`85veb8Se0z*^&GqbjeSGS`o#>1rY=g=- zN76y;9z4TaZ;ix6Yfj*HYKhRn*O|!eT}u_P7rB3P6|}%ijNb{qy!pL`!xDGDpb?z0 z@4>fg*xBo;;g;O{bk~)lkqWNI%+G+xKC};_1ND7LhmEm{gk3&*QmLSVMtqVk)2~mv z4d7iR??ATPBorup9i2ZvS=N=JfItDP!^ND@b^22$#y*X0iswdELEMJi{K&oo=e?)e z8Rw6wC(SMiNla$h5<_DLWV-eOy3*X@< zX(Y_AtQ1PJs0*iX>TB`waZ{P_=KOGH8>Bx-(Gn2lszB!pNF~1Fbnm!!Skm}0`kw3F z8iiXrqr|S-`i7B}SH`cB1vxv_e(E+<#p3)2wmxU|nW# zS@=w?dJXTdFN#*KFF`vWnLQob?Cwc+{olslzI%ca;2t7cn^W`%3 zo^bWozMwZt8uK}Uo%{O5O=dLL`Zv1l-%PX&jdavEw;uee?P?PXMsD82JrMXj;+HZ; z*FtD)L+%8xzanAhtB4IR3c0iof}Llp+FkY4XN`2ymCse01gQjp1Y{sSR(L0op3<3` zwHMcT=X}J%7Z4CPEYwJiIsoi(NVr2rOj?YQ*65HQM2ljR_0~WMOC5qmg#R#5rHGq3 zet*BGmCYfH7QUqla|a@=G>NI#OP~UM8@pnlA?1kNlqy!X77^s+mtE8rlq=xw3RR~0e_H@qsmr6qqhUjlK0Iuz?3bZ z#(a0~0tmx-5eyHCTOLgO&H<4c{dB%tpzHdIV)wB_Rd-svHz)UFe#oAT^er+)NKUza zd1VFoisY45)4;e6=9_m+-O)8D3jt0fvr)=X>Nvp*h7|}pmjf_jtaAa5ugpymOF5hlR{=&72-=Jm z!0*Zi8uho2x+ud*;@e|jq4Q$I<^P}vhWLNiOlcVpjW>+GXQx(S)YSA%Dn>01YcPHg zWKg+WDaITRMLdbzQdwDfqJj2|9<#pXjY@%;SMb-bMM%r_JWMt1^SJ}nATw8m<9}tG zpOF6~jz>Z_{NWRK1_`_^QpYNu!(;!X@cl#n;cuD#&j|8gh_p2fW6R+R<7cVgdmmX_ zZUN?f6>9IHo$^?xoAaqn*md4>i01{gYKw?hUI+t1?Osn{{ntB)B}Gl1?JiIL;u1S1 zCM8_PfCT%SwV%6bvux@OG!BZ!f4GeJ)SFKly2Ucmi|VOozRvxTYj<00@aFsYZZ#zF zZ-n@3+II?dCnscMc+}`)Ow`XOTv1kB{FHr-%S}YIXNAmJMj?C}=HB=S#s^GP^!ua3B}=vOq}vEkOo6Wfl0QEH!+p5U01PfOc(G=cyDK-Sa}uG_DCr zOv9A+CBJR|7;pdp>EX)iwaaLn14GW#!?s{Oj`rqp_>QAZ@iOnzzwi#Le!%3>1cxza zz34(r$NUp@V5S2{SX~;}B>oQU4yNa)&bQ$BG4J`px!IG0dS3)5=zo<0#CI*E={D`R zA+G0A&#K5IAU%G52p^P5*CMB2von>JRg?gueNmjA8Y%v8$bO#jbIqjlQ3wETNrgo{ z0B*U$^Lu7IySuh6vj_9m<+<;cGmcb*-_NT$_m`=Jm)oQ2(D$_Nn8UaH2XC*N-1$H> z<0$Ms1}AFtu)vVxnZ&V@9hE(E&G5~GfFLC@_7JZ|_a%i{vX=o6K_# zs;15FzU&!0g;jQ*9l=75ccj=DqU1{Jn-!JXUmk14NGykF*R)G~LY6f8XE+{KiMw9b zUC3e39&vRMi5T?$TW50A#Huo%ST0sBp@jX?^@Jb-@Q?;v5@71nh8G}r3^B6LbJ31? z{`?^2T0s+`t_cCI@$!r3#lmq_W9}+^E#&bN(@KP*9!kz8HZSoE1^*6PVkiYAL9v=S6kH;{7 zxt`*qFI&T7uLOaI5xS0w;mV1{5cd}ffu6+et#!ax*WKH;M|IEpHvTqX4h00KVolX8 zR%F0!K86GD(52M-Lnta^QgQW*mgrk_Z9r#B45PSg{(xa2K^_8G*r&K_27$@2Y$IHJ z*tMC=mGe~kENH?D`;S4wOjyuIKq;AfrEI17O8M2$QM;q`+a8wQ;8y%nD2Mysl!Fp? zo|O|8VfM2lHjK_pkVBzzUtXl{p|bb&zVUinXuhSge~#zJ692-H_jo#7Etk!uI$69H zreOR;Q!r19V-TRnk<*)VYqisoR2|~x6CH(qC z3}iZ|9lv9I{Y-QxqRr@<(9COZ16GwRs`peDmX(Gff(IZZAUrE$DQJ$x!XK95x=y;8 zP*nuM=@hk295U=``d=8F{DCa0avlyw;Gq01<`zp;I|u1tB`~>^xuh#N9iabeqG?ZH&97eWsy@27Ox(h5=F7)J@t1U#5;f^r~2iBk$)Q4 zTF&iTxQfwatHE-gvZOAsR3hvWdb&U}x0?J|+jZM6#uREcC_>sNfbRR}mb#5BxGVeZ zFX>jk=6QJsuj408p52}U&RMBMO;nSHS zT~YH=I@#9iCl`u4<;*wlY{!Yj%QX=jnIeC?Nivmx$y5zdx8d}Mktk2(XY0F7A4$|b zQlRe+M%!PE{-#~}Vny77dL>BCSJ$V)<@Q~6KvJsye4Zbt-R0P46>oDN-uze)GgJWK z`g&_Ej5coEHu`I3%hnm}fV%FP6^ahT=)MPKySps_NP%q#z35!pWj@{<_LRz=-H9}X z(w$XhV_$=0&Q|si=TE4Nr=o>b}d_x`%aN za8nCR?_UkGFATGb&lk$*A!3nH<`Gh=3g3q~c&bS3&q7K=xH`S5_?gJgmATTS|p3@tY>drL#z$aQ3e z)h?zPYloaO(;eFQWJhA{Hc)x7)apw5k`d)Z7l=VUEOY7XleDv^ezC=8q3T&R_P*!J zTTdbH^>HVIPU)2+2yKMw`M5_Q%22Ug-}kw70>k;Ct{Yz(;=56t^vYHZ({eIzLakzG zUC)e2+2sGh3pP8Ow-zEez`@tB^v5Z6;;~qCT8{9qBU+GLBJaMp*qfIQUxX4x_wl#+`n|ZQ66p3e|%vJ%atQvD*GR z7?_K51smp_*jo;;5cimy{maWf4?-&2m4AxKUdvlRvEPlAxElXz&l#v%Rq4PXofZzV zD>EX0=Es{4EKsV@xk;SU(EsIL2nk$Y$7}BJj=>)x) zkv2;vHA5nT$r2&F|6||sufvk;M6q|5umAIZC~Y(#TdbXp34NKQxEy1kk@{{@<}?N# z@#(l7;{H(O6<$!nC-zFipsq$w&voYO=q^*t{2$-5&j`bv_G=laM0CkPz#eU*?1BBe zr0lM}v3*=;csODQ?|Hqwu2H$2)^LL7YT60JjgNnIGf{IQK!^H<^zl&ZQ+#658#Ll! zK*q>eSS#@Y+5QP}mmR_0eUfGJXWwwJ=&A2rkD&V?w(QpLW}$9;s7O??pMe{l|C_M zXO%6+NlOIP%|^C!xy0Kwn`h{9m8Xfyx$A$f(X_7BO)p9dj;Bs=3jz%JY@qn+`W;Tg zN+f};8?j7ao$0&B-tVXhu2VOW5uD{n_bGRXw8Mhgyi{yWm6S|(!*z#{e(!TgZU@r$ zjh~ex-0W_xrQ)|V#(m!QG~PoOq5(OpQn@nIq$Qnk=ScHtoe-f0hV!zMC%!a-f5PGs z1c|O#y-{Wzz|#a&AQ$f^_`wnYMup0eH=%rp^riFbm--LUFQ+~MQf~+rD90CZzb#Tk z^!+DJ6juW=sj{guj6a@c{oz6os^_6<&^Nr|tJoVG5iI@s|MCnAC*SB76GQQQpZ^}1 z`Fc#?@>v!nF6>D+OVSG_iL{n9qd2n)h-lhZ0Y~Wzn}7B$!zJe>#xv3k_pVBf77TjK zGnaDAbKsy1p@Bl3bjs`&&x)>>GP1slf9A4Uz&6K%5MU;q45`*A8Qa2pIuoU4J)gx` zHs7ccE+ULv=`trMLp~998&*{V!#zfsy&=;}sRK3SrV>a&ZxCH(7J-Lqn$T)xj$2o6 z;G%K#)=edt@4U#Emh8fJw*OHH5_mwA7z<(c?_d@SP1*d=tRVaFuaBLv--2MNR81}I zaL*Tte(57zh{k2t)*r}8clIf|5)_2$JtDJATc&KLfCHw2db#oLoQ>su*hCMVuwNhQ zBY<2S9Z?`&oOEOj zZZ3$gwyxGVp@B#m_#Psy__}t;REcPK*rLPKs0W&Ce++W7xPAq;bbCtGR1qeOZYxwrYN)xg8MP8e+u&J`Fn^;GTq= zn*+coOrdnVx058fo{#gG9a;PJg|Yf1UD7TSoeLmJZvFRQmn-b09ynCR}mOtDpoI2pb zDa+UIfH($u!grZYF(^|F@k^h&S?4YL^LJW+D;&BG>|HN@onf1^b&TaDtkPfpn@VsJWsqg7w0cHak~SPdQ_@Teu#Kb8RWrs$Wvg7s5fF;n}7F2NoR` zU4iaZJUVMi@l*cJfz)bLZiwBO#tkWEH_HJMn*ymp`-$aSG0XQZh@=Khm~y ztFaeUrOEw(J^ErnS@50e@X_&jKn+$h)=XnkB$+!lOMPW#S~j3}@sQQp;^k44tawFU zfT8!}yBnW+J&))_&&XSzfxM09DJU%KwN|%P2}Pc~A9~tlK;Gg^?U>7qr?2l0Cu5FE zM3SDJL1T0C`Z|2{I{rDvlpI}Iy_)62ikbxO0P@zdJ};K7yOaIb>aiXR$5Z}tyE3Dv z9gaHNuYww-oDZ#zJt5v1{`iKQZ&sDpjLd80P-1B`uvw|^6eU$wgV1-5TT`2 z;R8osxH*=2469tT&>$o>GP1@Fe5m;*2D>eb4X|M3c(92)zMm6MTpr335caM!Gr$kw zx$)ZC1ZCmQMJLY7^mQEpt5C>~-fvai0b9uyXC9PdZx=Q*Un-WszGM}3NcpAqe1E#! zFNt{janFV0W`7|3<%@e1fAfzY#6Y*+Oj~+qoTcPus;SRUBVM@bveG!7zU(oySXI^7 zdNojvu%6dwmtCnG;?Z=ym!WU(bNl)zVN|D1 zg4MQD!n63t#q;#^Vr%0NuDF7{Mzt3!89b?vd8_(gZrzuk{OxCTbJcy!1{cetGN z-Zr!v(-=@GH(}fDF)>j2N>aT3T;nR&s6i=HjM>iU*A>MH4yIPUjFR&c4!Q=XN|8lE0Kkp><~#lurlvG$y70tkBQ8Fxz~e4s*(+MvldXwAr427e{g})i%N6y~8>M zw%19EMn9Xzb8j_PQ<2xC(8GkPW2$24BXSDBZmUvu@v}&ft=> z-BLs7-2J|=u>kf%{qA?>t@GfRZPM3!YO8!$G6f5IB$w6kXJDq>$2j+rw!8;5Tm_!@ z5{PONhK7c^+cQh5?2d^&f>^+vH$Qx}>8Qe1anWxJ<4{%Tbc(pEjg<4|Zc9TVeZBWd zW0np6%y4)I)nr*@yCy(i0pax0MEl0Vlq?gqc{PV^F6FW7Fb4g9hbfS@>Zf1$W)-c9 z(jAikvRY}OR;_yAi4+9cHlViXDnXUt_Wt;lyFy=v+gfJwJC47)l1Aen89vhGv<&(Y zu;i%s=trZA$V)bNh)&Ae4W!g@0 zxM`8R(rPpM`4*2QB%r59{gK>rD?e}VXGfUh{g7$d<0Hbcg-v)xRnHZd_@ta+AEy0Z z<#)#`cuNZ!w6wL0?Eco8m-eT4M|2o~HPX8MN}uhJEHIDy7=Ho_EyE3#jC@ZI54|H| zQcJuZ%L21Vzwzid%aB9ThiNPC++&b9>{GsuIasz7z)#w@g>K-^5jI+WO|^64<@mKJ=BCtwT`Ot~2y> z+9z)=B^`qg=9KI{HJ?g7hHj|i32iNnK z;jcx#W{tx<<1F)?swdSU)Me_c8a^Crr_Q6-`8&iF+!pn{RG!XUVYOvO?%BLct7rX z?Ap#s-}Y4tO#Ypbv(nb{ZxUO#e;F-u@mA;Ey;HCt)ekWUQ%XgnUc6L{Z}&mI{za&D zhbe_wk6u3#6)$*LS0L)4_)!$UA!rc7BLA83CA$JhRjjX$C;ByhH1CjdelA1WWq0{9 z8#I-sihJvvJA_NpyMAxltmFq$38Q~)|8So6$!Mw5J9=)Q3>!hPrE#yyPk(Huvd(B6 zggT<1x;9xU(t0k)qXRcdub*x;lL>&6 zYN#cwy^U~7M3q8jDM3;`#_(5|bV5!m|fVbZ;>c z`SPBQ{z9nO(XA;2jVq=n~y&3Oz3*=&GoI6?p%ZLB^Ftb*Q8M&y~T~3 zs-{CsP4;Nme_?gK9z`z9nM&?0aOOhk88r-~)t@#{gH?h5S`ctt2i;H(zQWa1) zUCOqV%9wh-isd1=JC-*tp_a=-OJ_`!lB+xsfy!`^O3jD#PJ=LZi< z#0$|%>?~}1uHe3B6fnM&9CN0&FgK@MCVamWHp7JbN_3&w_^(*i>irRUHEIRZczj|t zVb*QQx_kDoUoXi^dQHwVXnJbusVZ_)($!@+6B(nL4`!C-CdGyGm9oqzXRcD*WfQ#R zyDH@%$f(bLUj{JkG@!w?QIr&O*1MtO1rMtv(%C{sBETEf@@Vop`3_0M+fal0Z(G?i zuMEp{>&vqIxBgTMDWgfNc@e3V)(G5~AvNRK$wI2dCe&BCzfQg@8_CXvV$x~9u|79Db*SA|VA_kRRO z?QuBtIC7Ak|NEqKX8ZTg;LckAKJ$pCG+nO9ZPnq#vG%XiZ6B1_5o(;*{vSVVoc=Q+ z@{mTsF-g)lTeV>bit)@67JHefs~s4&(?plKqD*a{z80)fvPDw8Hz&IC?pC83Z%j($ z`q0tN%4np^a0Gp+yqJb9M#R*aw+;Qkek4Q)u0(B;>u5Z-x-2(jPm9{aD^Jb zZJc%d*O8u{!44kgeodJloh#_2>!WdNlY|{}uVfNE{KOpXjfq^n3>6zNdgPmD6A3pN zzFrY#LXNH{!dPA;Gh9R=0xS&7RYZ)pAE|s0u206A$~)$|AE8$>{NrixCG+2L8_5VJ z_TSnJYpolAa6LlHww(yjo zIG$GL;^k}{V(;Uc3VaadQMW00L^Al#`wAVtdr#FkmgK5^tgM@CAQ22}=VHj?88qU+ zO16N4qY7rEa>HEwObXka#%D(r@00STUb_H@0LqZ4FW8B(q1#sq1HepQOrBRpR!Y3G z7@T&ozG*cFmTOG?0j+?G08AWFVK(v0FUyvi5MR&xDooUosGA&7x|_2IPDh&Tu6>SvA#=s-^nj;W$x4 zYUSCp`ouPn4Q^xlC1kg08qA=~8WN?4+j|%L!0!}>Zp2^pcx0<+g*26UY=qEvZiNS_B>H$NCAPw*Fi$12Nq&R#xoq}aW;fM2RpE| zY-bQ4LY>fu-!NrN;?anl25CL@}&T>JI4pB>wc*{Q`SGc;UkNq8q4G!${4bh(|Cb?af_{LEv6>u=%6kwEiJy~aLqL* zK78oKYDRiQe<( zzf_dVH1NgjKDYmIrstixlwo%Z%!H>b#&_6YXtTTLrgZo+>$YT!;$(jCS|{?GFv(gY zad}yr0PP-9FX)JK{6sI{-0w%Y%R_*y4-)x*69R7qt(C?s)VP!XQ{<%{Y}5YtYf%0X zCsjFHV)hpTh?77Xv_=(pneRrp&s#e)>Y#JyUDcQ^FQsqk8tWnpP0vm{mb!qxpp~lz;R7Nz}mH25D?V{$r+8&Od^fpf70&fJat6wcm&D% zW?V(+SG~{d&+W7~1HCq&1bSq-S(S`cvjr_5=E6?(FRKy!+KanP1E}GF6)2cGRB|!G zBU)GsTVuWh9*M}?CYEXG>9X$X$)`zRJ!NKL;e)OsB=y)B3nV2(iwXAx8>rstqG5I^ z8Y%Rw%>b2QkOntDzQCieVn9u}&nWLc3HFvl;ZvWjdBc?z`>JDE({C&E&R*4Mz>%5u zYpQyYufRiy*aYkDoZp z`7M0fF{;~c={Ie)-x77xz&m+bMV$6t5<|!hG;i&_6R(Yj@880-AlG&2QRei2c z)Y6IdFHs(uAFx|_t!4=6c>Kp)L+(2Xzs!%W8}o05g+y6Vy|Fv4kP8xYYQ$9b?WHQ< zrg3_Eqk_^ znCxrD*oPJw#xlk-jJ2{1Gj?XgSbmrLdEfVW-oM`8KYdF5(T8iU>pYM1dmLw_XI>-4 zX_BwpB-zyWcd%U1Q2NE!9ZG$2YnV&oBG9PtV6xZto^Y?0t zn>U0?iCUo6&j|xW;KT;7Ys<^GTM1S@oUWa$TLd*S2Baw_W7p8r@nwYe=*DDSR-iBX1eiY*LBD zsp4JEU?RgLuHC9ah57gx0vs-2x8a1ixomJ~F(G3^W6Wg=+2g|CQ})!!+!dy4L#%B{ zWgDpLV7jePkt1$1|6PGMVPcI)3pF1A9+)AoukD^7WxOPP2%k7l9{Y5Yz@8fVtYY_uWSE<)sWxS&-jaadA@1ZzJOkar6bR5?-e3FktH`UA!Md$F)Y5PUZa_Zm=>T%KbC)>9J2px_T33WS3B~@%A(w? z53Kx0?fe;AsK-v7fOl4 z8tY?!{^P>>=aTw&(>gXR-su@LW=vl;UkAUx^8Zn}fq&9+t|jOMBn-zh^Ljar@7$wO z*6;eqysT5oObY4-(5NP>F4v){7-NpcnDF@kGg1qwZpWH#1388WU<&x-dY(^!i6fVl zdKKXY7?umC^H{6&1sz>0HhYe^vk9bX7Z1=}1rd8VVf7q#w^oe`b?O?wRiJ3XUi&FQ zjW>auW@0;U^gqQm&(+`lTO3OZR^Xk8X46Q5z;7J|77}B8)rt64_3U7~j+UYMD}*e4 z-`EoX)$%w2>2di&+c?GO&PQtLeJPw-e|3Z7PMffR#t{hyDP^C13GHZ1Ib_Q9Q$?x^e#lC%ES$Q~W1wdX+RsfAG7&MHR*P(IYv_rdbb*>vkL5bom*RFv|! zkT8uz-AgLn^LHm@)Rvil=t!7AYA!pxtBv!cqn?zni-p1Fivp6lqQWhjyGUATpF_4pcoj(&_-~Fn$ z$bnZz!}6Oj5xk?zAK)PO5TpZumd4dVfj7W=7JL^pCvVXikbJJvjL8BQ_bjlgQsS5_ zd{gkNzo<3oiEo1O_6ox?NaI^2DVY9+wTBiyR`z8YnRV6Dl*Bv6>00fN(_M_Mdt4so zOgkuCbL*u!z!#7`fjOvWaygBfbfORXv%&WH&WCZqGzlHBt4t{IbIr@Uys*$;BL>PN zezCre#z(L(I$&3J+=fUNg^4?I(lDN-xQ0S&;J)!GdV;$``{Mc$SAnNIgh|T3+6sa+ zna0zggDi~~n{oMVg}>)X5MDLn7b+)fN;s-M(@J@h2;Ch=o)L*LYu5LR=yjzprWWD| zD+oDZndrL_1QWdr>*V%eP@ecovrz7PAcEsKp-)+`-3GvXl5hJo?UzHICd)oM_qoo=jPKVQ3>(CGMbbvqwumI<=nb^Wljn3Uq=EU*C9Xx z5?KaJFcO`4#W2wme=w4({{ z-A59;757J{RV|t}T~{IQl#``gdN#jKYr>WacBjG0tQ$T+Kl7PB*lRs73EST$8DJxN zS|&W27ERssVoFQ0m%BbWEG~CqLw_mW)KHva@Cp#P(4^!5^bh>+hH&8i| zWz*@l&pAqWSamRvy1j#gN4*Y!<*V474>Tflm}xdRRwWNX%H}86lL;3buSq62jVOYI zTOJcfbR(g$w1BK}6#>`B!m6}KG**;ZBd zVJ&?;@Z+M$b9H-BgHv8!#rj-|$@XuK-amek9Yy*JBFk6Pqd&G;bi&go%OhU!K~-4Q zLBr>_e$Ql$cFxa;8s@0JK4(sGCFFeS-HH2_3{_29qViE3w)*;}=M<89AwIR&?_KXF z1h2&o02TP~-tcEk8A^;yOA5kWxi8xmvOjD8Q6MEM(PicGSgc*RgSL>0zAdAn zRZPf~((#c?vPKK9ub4?E(AXTjq)Ze{r>Qcttvw_lhX`@SqkC$CXA&m9+qL!f_LkTj zNtN-R@NZh;K1(8zW_Nd+$0sM#3|uBaKD9h)0Wd{i;aGl3FhkAIOZRD3Ew`p~kR(~G zZ5T;5(p^$ELbDlBcemo=-Dgv4MM9QSi^>tQA4L#@#uALCcH^IPG|{}<-@ONw5M}sn za{1|ja(}%|i?q&rM|-a*O6$Wl`+3(+T5?&1ubU$9(;6Yj@W7lc(}Wa6a(X-;jniEo z6~_<7;wEDfTEOJzSzp6NbTrv#r|zs5Pi2li)HlcR+$6}N1b8@O0o{ismCRkA2e?!9gxMVTgMZG)PLAew{E=d>gOUnI9ryrHKp5hp!pvwp- zl^iS;U%m3@w}FiIt$F;JzD6`!45YZq(FPX#!IJ{A6Q62}{4-u?Y`Lwp=>9X>Dw~`c z`^UXYv+q@fYLf|x&_^OFiUn~I>q|_`!_?F4;8A%$-fVLXUx5Z^3jwhqM5P%>2?u}p z4iG5@Sdb(;zQ$1^i8`oX2IR{P-bZ7TbJJ^qi&o6uu#n)?@tl2ukcv*%Gc6MTf03QDHfjhbz@9JVdN~jNNVg>Fe^7&ln}N-u(xOVtm|fIB=aq#HY|R( zU+i$@fqzX4+kA+~LoUKDb>@PbFXa7ktt@vrkn-0 zv>Z8)sDZ@l67jr8zKyII)B4!yb{Rk0RXM}C#WQSJJa=_1{;#UFnpVz?-_#sxIlqKO zLuYjRRb<5IoMr?He&Q1fNAC8Qc=dpi$9(0wT<-*DA_`2aX%|7D_(1Fhf+Da zLBdUJ`OZHbLo0neGC9h%!X-rf4Ns00~1rKdT% zn+v;*831C{=+~h3?lq7yoP2|3;c0kP;JwZoq8#Os&7kdXwls6MbOTTR-m?!HKZ*AZ z&Y4;Fb%HDgM$?-yJ1f6`=QRVkUmyoOX{pU9Cje!6L!lGYGjZ;Y8dY)m1nG(pGQ{JB zu~6ht^7I2)x9WGnu1mrNJA+*JkHPD6`liJ!^}$rsZ2WSJDW%yJ57;cDKe zaYstv=voam$woM|LzV|+O}Wp_oM6giMdqL`2i@e`HfS~q!1oGTeUpibg^Jv6ja%g5 zkx!6O7k_Ck9({qAeSSI(in~5rEYQ82YZo~c5+3rHxx-Ix28s3Ik@4IsLYKPRK%4KB zY^XShZF4rL97{Ewykt~}nEd|Njp@3jbZi0pofQWv1_nYFO?ShZCj7bgK=19EaNOTCq~0Ts>1cDj zUD1(myViT+yeFx?MKXmzvh?##geoa2mRq^4zG)gA8lU-c&pYo&?kOI_^&u__Yrw7!DA3p@Ji*WLjFkP06_8hWhc9xz^~@+gDG*H z{%d#X$sQ(YSdN~h1hBAu63psp@9~H1L8@9B&}gP%E6VZDEo%AAw*qT3w*tC&e<26A zY{Cafh}s8Tk?WzP%<}6l38Qf^c#^`z{+3m>rqZ?Pph>fZ2$=#{_@~O8UHM=U&!w%= zd$M_1q6+jcWYu^Qk-Vd;GsgDI+$e>I1{ z&#aL-Kf<|G7MJ#Us}U`JOo%?Sre%cXE>ylB&9e*zrOegysky_>8h0zZPg!M5A~}D} zPw=VVu4^|#SfS}?|EDt%?C3lkiIq84bVw^L*KS&U$0a4^TNqLxaZz48>yw5k5}FAe z;pgPMEybHqYUj8(|97Q3Z7)=*l0P{}43o2m!Ck!lV>+=p+O75tt4!?v=P8by9>^U> zL&r}S5H0lucm6h@OTCk#%@wF01Y$}K`vSb*#`buRn%k1?Yn$_^w%XMLVXP)SVMBlR zVuG*j!Dq2DE=1|(A3=?p1y%zKK7!LF=X^ME#h73(QLGf=I+7Q~`D7t3ck(+56U&f! zVYJKMM((S`VA!A4++7fAB@D&iW^i3N?A&mL9IaYm#yEL(l!CZw9=1k;Nt-I&GRJj2k;PWo8FJ90hp$ z`@h1t`@5O^TWOL=(bcw-drH+=HQXyHFZRN$9R}y1`n11Nom@gF&9$yiG((7rQkfru z-$+d6`7BA2-plCa#opU7MdbQDq7r|NvL`+&gPST1-yG`>ky1^(Pk+?qyl_&H^&7Gh z9rm_5CJ^pE5l9Wx{X}*BCU4t+>r)s$(6BYwKSE|I4`&7Foyq?1nV(-%2fJ_P|Ized za&E<5(Ce*{sHpkbxnV3%HLEq1v{uikYNnRr+#R?#2wD3DiF;yJuERH4?TkeodmmSE zdz(2*Gej#|26y*zAv(9VaQz~$Y$v0&aRJYQ%akTYMz?SPt1+ADNKb|1ne+Hw z?+D9r>X53^@tuFf^o~~3Grnp<|E`hU&gvEV4n{ISbD!AiexKV2Z;95jGV}-iRt3yh z=0?;;N@19D+HJ=re3P9wu^P$(ye&8!>U)(X*t};+ux` z#JDI8A1x;^FIxqX>HJA+WhNp^u@QJhX!IX6Nt`-&mg2srIR)!^2~6T37qB(ez=e@WUU3mjj2wuA%ST|6H=C+CTKtsJler-Syh zrwL%!4)*I3Jh$cZs8^9DmyDRX76nBsRK0H{INbsadg@Se)jn7wIA1Nl50)I}^6(Pz zyKXJX5GdGQ`7CCyeX3|0!crn0?XQ{w?f+TsOz4qsOsk&SZ6UJ{H|lGSIaMkpE?zN{ zFbaBp2DipKIug9cyUpqb>rYt)XrI(i^HJa(0yepg~3Qqz@4iewb zO4jhz+!VuTilC})t1NQX<3DVjzKVOk33@8qgF5aDQnvLkqq&~>G2EcciMU^qa}iXt z%jfznd80kPZlZohnzK@&R@Jdfb^yCX=;sS%)}^Mg>rPi{M82j8NPH^ zSfFrl+u|f>UXs6q;2?om@ZcW`_MZ}cTu^3DUW#6))a#E`Ah`3J5usJ2wLk$+x1w<1 zE`mFEYi738^Lydo}JW4Co_qNSvT1?PYs7ZiENB6nlFJ%d_zJ7JL#C%r+C3g5EI zdwf7X7;MnC5#W-$B$Qg3*!yv!pqFXr26Q}kh<$W&9yy7V8(C@ennL^&5kUDN||I`zC!pIsKcxzla_wYuFK2%OOE?x#86l#C)c5Dvy$fDj5!; zq`T)Sn9xgpoL2O(r}6u}cj{UQ9yv0&t4tIif;;f2oPuOg;SQK;0~n`t0sLEA#P3BCEeeB)Z4DBK z2#=wlju9isqA6##r+d_VxrTTeC#6h$puRwW?>H$E`+&wJTP(xtFIq?yVkijwbQAN| z{dQIdC4dmuOFje`=HqGw-K}ueHeea+h1QzSzkN*gO3%1I7!6D@p(S;ksi0c%&X0Pm zneV7W*n<@!{ZL`EJ0BnQzhXb7A$u2&E4}B@lG4)Hcpa_;y`HboT!U;`3v3?d6AK^r zanH|auPq%_|i`5k{|bb z-0w@ZvfaTO#M%=8_p0*%)QHf@rTk(qJ=aPa+iVA9vudsL=zPO9q2vd{CZGVboZ6>W zhL?x3V5iG^!O-Gnp^S1lDT=UPU}cw+3im>ur7|V^K@6BjZ%t}s0r0)^*Yw&vwiF;H zXq#4W>FmIR)mYJi`MtH?JE3ihLQs{5O^;;gMZGglIFG^Vp^MRrf3(7hdthddLrEx3 zH9_OSr_Y;ezAhd?iSA#5JDVJ zR04_XQum*%#9%j!8r{n3}^JYShk) zeG9o0{21{Jlo_06De396CKS#dJ;EbIZ*$oIC;_m4x^^V5tHFQFSA(c1b=YSstF}0e ztXqve6!9Ao(C?={X|Q=N@2W zH!Yr**Zu6du-_i7Zk`NSu9(MzcfK@+P`<#_Guq@dO_@)TPl>-n9aByQ$nLgEJ6YAr`rtz+{=j+;&i889wiF0qrL5^&{6oygX8+OM1x*N1* zI~IS?xRBA3dD+38F&YGKe$IJf@+1c&?e8IWeGRtCabu~PQHEXE&pAObPGz zh*%^YiAhc|kJCV0H#~}bdJCZpAA98_PV;)IS8L!H!g(yu&!Nxnf#M~Hj(%#zx|ZZa zh-_H|83~X*hac5ts@>=Fp&w}{s0At%oE#WkxhN>g7HgjMR$7%y#q5lC%;oRCt1oo? zZOdn7P7LqX$eZ7=4pL&aj7n*hD}ww!}UB zTL7-OJ?GHv()k-OU-_$xRS?CiJ1WZQJbaJfe556aREh4VT&tfVd{{1XyB}*aw_BuJ z7XvMEE5+Qf=D2-0NZatb(^ZwfFFjojgf<|WR49S^&2k$QM_42KyWl>n?pyG5Bl*ge z$FmkFH8eCV5N5m^7DFAAJKGd1hU1USJvCLNM%!Rz9C_@O&Dyn_;)6#=o6X9vTS{Dt zv#>s&aJ1m2B#{^pD^JCO7cBKcT%VVWY!U5@-|L~Q1LU{?FXIhGm+kx?{qp0>Q1-Z!ty_$Z(VOSw9ARt`!zkE= zA;ULLMklY%xv`zj;xrte&z*HeLwxalxk>$ZRP%qk`@5$u4CUDO#`31Atbdmarp}Bc zonLT#uE+WQFU?QZ34{8oFQ$;N#?!q5$x+{@^^cCv7ixMHO}~1~k3qyQ!ocK>DwztG zD>eFDJdkj(5hBN{KrGaFTX7}fi%W)B6kI1Sxw;3N$%Zp9NM`xrSN@=FhG$4 z903pk7g%I^^Tc~aPMV3c)Syo!42Pa>zGH+noWk`f?V7X$S$mG(`s@b8*~&+Ow~I(5 zCO^8LpCS}&VZEc?_`>@&WsH!vF6%L_zt_X0=)CDj!0x zK_hAlz(h?}Sy>$1K=~ z>s-vo{1PAar00;Qk=}#itX_$r@89MKRGgjZ?0g`j4Du!Jv?@+r+0!P6_fzIqK1Js#e&UIJ3dr1CtS3wu5yj!nia(5`zQpkJxDM-6qPR$F?FM}FHbUY>W) z{PKT6q=!0q8t$K8fi6W?`PU`IcX(kfwSo=7Vj2H8OA6|xFquDdoFAF=+X~okb1$uK zeZ+H&zvNwdxRn>U~OTa zL{7ZpbSK1!faz*>O1#`1+tuA1`w^vePU9Acnik^xXsYKZVXv00jvhgBW?;9!%wN{% zm*6);hPc!^Hl-(e0)$!r0;p(*c5G@*dUiS?-0^V%t?Gs58Gw(Dsj{nmqOkyxGDz|I z^Zc&DTa6kz(Vvi<=&i4o#qQ7(G@a_;6S47K-uBJX_>%uD5MM)XBInoZ&-R|I9pYy< zJ;`$MiZ%B8-SFK%pTYPA%!jduL=BKmhcAlv$0SZ0vx|?po)_!bzmX3;_U!x*66!7V z*WTp2%kdIdIAEm=d5s!4=gu+G3w@vbL2oaq^@QrrS{fiU=t}odk7_#b(&UuY#NrDJ z3-z$}?F<#awBRG2*(|YnhR}SUq~VdhOI{CdB_(cE_0ov^JDe}Oi!_rdmx4MLx8zpJ zl|b{iyPy{iItcDudx!Dy@sz_s@y#Ol9}pe78?l-5*P{l<;oAlo>%>haOwJY(9=OXz z%_bie&&$@&C1?_KYoqYLFXeN0%J&5Sa#;QxG)H_5#_`Vtixf5C!_{$&lic~DPIF$V zZ(UsH{SvtcQQy}6CLs2b0<N z(e_a?bF3JND$g?UqE-d;Ox$qYD*^_&B*I>%SKsR_uAV(&tYMXxqrjUtv8w>EV}eiuTV1St zZGnjV2q^_oTMJ?M9J>Fgg2!P&KVz;_7b_jYJNuVp7ryR+tZqYFY)%ac@La>};G^@T zK-TdkzYy%g-`*Iy6RRE$b0?B=dv^|IJXVun_huk`M*g@{|{znma;J3Y0>iNQ0wO_K&ye(x*_!s}+mza+1y33EgtP=6pPL~@_ zd5YOqL_*-dev8$T_#3TTx3byHqDX_YvePPW%GEkblfzbe3ZtJ>iAR>Ra-u?f1i<~S+2RsqrpnNH!` zb3ROsYe4`2f0Y9*bqI-OG~0Jye?3ej4Y>@VlDWu>l5ca}VKb~(wHr}51)-x%Cb$o4 z((e}J)>}MfdCYr1YrR~T#AIa6`N6!{^7cITKAkxJ%iU-ie+8hIhocs7a~&Y8e9f*pZ#jx+b-3FzAN;J4LXlryPojCY^WgJu%Q)d2C4Eh0*v z14AN3t4=bYYAm*^tSU>Xy-vwhPtoPQ8rp8%c_>`ZZ*n&+I~x>&WT&Pm3^^mBZy!vM zEcX_)KC!)te|r41)8_q`OI1!|ikCJ&d5`-9YxV{y>Clt+)NCoT1I`SqNcNvUQ>TZn zRGY_f1XBd6oyy8X!=z4320riQ)OvwHRZ#PMUaHtwM2xae2G(vi6JBlwa;tWIjCep5 zZ9T9GzVCqAl2GeZn!TC3(fXu-RONKw(psFXvUFT^rsMG@F=SG5Cy*;Q-XUIQwh*mV z>l)dd62CLDDY+!Rk{=aTxZ$YT ztFqQ1C%K$7kW!+{GLUP6oj&7sqHT2+Vqdr5iO`2;XJd`^9KDoEa(WS4f4<4}N6{?e z{XQ`mNms{PT}~M_DmwsW!*CSiC*bu;MSuDVDO0w7SQT0-#8Yw!@=zB;4`Ole1_OJb z_zc6rXE{e~f!ImV?Uh&LAIbVYT8V`Vd)|%mE7!l6h0Kf(?acyrinou?01DpgKH9Kp zviUNb@TUXxb7b2iEr)p>)S2V&Pwa4Ra(vg)2yWD(u%n-DUs?@SdCLK7jpFXT+Xk9M znUjYOMI)|2K$AAz@edB(v0tM2Y|;0Ur}B1Ii@ev1JDl>RS)k8&t?vZ3+~GyKSHo#Y zRE7%eP_oo>WLZBho=}fMG%jp_ypW+TeXJ`s<#3t#lkLUA1z$4Ofp%k9h{4R==lpC= zYO!~YMb2)lgMNEyj-!uOvcO|;uyV#lH4X||nH+B8KIY+`h!n+59@m4ws-X6`$2;?o+@XIh+?ICB+~WP$GF>9r1|&7WV3^rTHy?dPrhg)>w>*ce4>G&*b8i%X~qa1)(C9?Cn>wLER+DAfy{ov0te zH{;$5a6Bl*_ryM2Umk9R)Nm`i28n)8W{8b_H+!6~ zvEK}dIMH!#1`W0`{k!Su>6RzvL2f_5u^LZ(H8y@N{OT#rWE9kyoCsZ?x_$><68h*WPLvYqGqhvY~936x3h`}PsGEbnj`aO*AVWOzs zNX~!(&*Lz>`_mV{?@A`m66Tj4k@QtUZ)dJ>igEPdy$Dxv#nu|D*c9pO)AA+ zV>uH9AawWrKw54(=Yy^~CueB^bQIK;c6L^LWhFU1b4b%2EsW3xyHXuON?R6Uxa+DH z!)I-wtP{-#As-V8n>RC5`B%-S`>F*Z?HM3YcCS*U<+1BJvJLCcBYIEoD<6~d^c7=L zi4oU?7D|-p>8@U)%0Mz;JvdybhKQct@%4C7$&rBWS6|C)GpR4U4H}MD+8Li52mwzp zFatCwjFW9}#&np20ZT9j)_-jTP(se90hELk8MIojZ=Co(aBnearcvSD8lbV|_E!Op zS<0e!_7~FE4PpmAq}nj^w2NfM9LX|ey&pEl$v|f!+6P}xK*fbFf>G-sTa~hIa}tcc z{Oo$X?5>F_-h7WSlhFCwU1bypD*H8j`x4~fmg*^Y1;<~jq3ppqir>i(1lA*gO#JI$q#S;*a-F~liOCqt^=zwgNi*5_c1AFn#I?O$0Tw?DH5ogN~3U@aAEH0~8 z&eWZx5!O`}ez4TKSGT+Y`bU#^M{fbW%X~(A55j&R2%V4a;zWkQu_^M&3;LMBReVr( z6P(C(>qJAb^sbVJJBxwY*AIX_ti1YXkS1zFYYG^hz<9Zl9+a}`QAeq!fVC1&!pgt@ z>Z4u>l0x21GZ<$K%k+D<&%B{%KCwCfjOzyZ)adEW22eMyFHbZrA1-)$hw-V%yoq=? zjEH(m_`{NT<~mDijGDrqhKz%buMqP-Ok4f#I$J!9%i?N3wRI(_Ai6 zS~&w6=l7P32^(lkUEkz+`I7cJ{-h+LUsu0{n@6&nF(*^y=K4g)zOy?{r(U&-wpDS! z`_J{Z6E}7BKZSbUe@_B|M7GlDX$@tlX_4BB?t>V4#&a~vc1185Z2pF^J+l5->TT5b zSKmu_*6&KM+-KDzrb@c%V7FMEJy`?yrs!oH{M`-F=$>nMj^{5!j;dh(G;lqPtWBQ5 zkozTWQA0vbgeM#`tua+U*dp-8T~xG+SlDCNByja zG8JPat((QoTrM|Q5@l84vsAVfRLkZ}IK>nn>A@qjf=u1w-Y#t}y8~n8&r6GWWC>dnKC=rMZZHOKF7&g{klU>(9~>h~#VuOMiBUOPuS|E!xjrxVcA?0~ zb)nfeVcq!j-^Nag%!wHGYNf$WZYLx=(erg(Sm)dF{m|RLh;cBzZvz6M{`T+@N&cqZ z-Akaq$zd~tUYK69TO9)WV;I8v^~P87H#y1*fwZVInsDjV;`VLkD9m3DS(1s2)KG<5 zSpB5veBu$;P~KKJFs7cF2KvzP6YH~YD>O&7vIFKc!4Pm3#Qtak8^ggy_`cqjt+QN? zQqY=n^k$h=^Wo<_B(>OOyFlj;EYl7fA>wH-A+6#BG~p>a-JGrVG3?D7}ol z#wge9EhM)mBTH1&>vNk|pDG_Ld4}IO+$9ejLjfPfcgtH8mecn@6uSI&AQ%;NUe94E zlT^N;Jd1pyr*Hk3eSO3iYip@mtD@}=BLsVNGP0BiZ7c3Exh1sJQ?YOBRYdgsO1CUZ z+5Nb-&+duCtg0Uc)m{UWR+O>(L|;Izcr=I|FVd0qMEJXmDQxHMbC4z8^kji=(@+K_ zOZvl}2ae<@*(;wm6`cN!wvatIwa5!~`r*yr(krK!UI~39*a|fh-+Kg4-K}l8w(Y*4 zbcmU|{#Pvp41@V4zz;Z6_wHXkT?^x$=NGpB!yf%#sMX1@rA{w+FL9oC_#XNoNdGlM zz)T4K)%dR!bv$uu$3nb%s{t}Gow}XvErtD~17}y1f9K092aDzIi#{g)x303QdEPu( zm~MMs|DyV2(3JBD)$%j&9>|55`)mBe2)m0Mxh`9QiQH~n!!I1G;;I#bmt53QV}2H@ zWnKPFehGE>BBi)Ml#{E5jz;=t9H_+bQn6ngQqBoH9)X61S*Z&U zQPTUdbI+v8s6-z^x%xeIpAPbz`m~zFqcL9f)tZ*!=x~iLukj$GR1MMF-(XZH`&$Az zOS1VX?Tcbn@K&g#p~ z+p5)(%x{J;U2Qgxx7QVa63^|_Y2fuS62V5)zh=+UjRhhUo75@4)rCjViLufniJm9o zgg2`d)J(6nPkV9Xb9S=c7}$A-Vby1MHoB^;xiJqw7t4YrP#fN)%Ol?E6wiXB>5>^S zKRrs3c<&JgN?Geh$KAB=wYPPmCc3us8;2@xPvDcdGRvFur*{@rvA*<0qFJ_H_Xw`# z4qe5ses4wHtds|c@Np7hf$pyAxL{Z1cLmf%6>*pPCvXF8l+qtjPbeb_^F&Y6pZAxS z$X*%k6FGdp{r0doO1mq`@OSuuz3@(nB$xOH~1Hx2)`clxi92Awudegb-EdmQ_8$sO(2iJO`{-! zSeG)ecyis&(HWo~Py7Yr%c0lck~!bEXB|TEEjAjbdR3^Z98v-&;GH|*jWWR)N!WqS zKgEmJc@=fI5}=jqT}_xBZF)QTg2RP12_D5LAGNTn@nFp>xjnfsyHDwmLpWI@dM97O zk+*s(wiIl-6v6~;1nMDuw#z`Nu)fuLfCdV@r@Pyx)+phDhJJh66=(tNA;tcj?R;WG z<&oLqlx;Hd_twq?-|?EM%8H7A#)0`Mt-G`0sh*|hrz#LRt-y2zW^E8vR!0tWkPPww82;e^)NrX2E3=>Zk|Y_Dd4f2?+Z-^1AeX<&O$-Q*xz7$k@~1B z{5&yM)!iF)x>LT`=}vO0iEfv%annGuz_n!An}e<0kBMZqG@M(J1)od6s9Em*Z>Nw* zMUyc$A|RU%`ZlNQdG9y40BMX?zEOq=1rOq)}Z{x{P3AJaZ6 z_Cc6=-5rocgYyjk0AQhc>;BWykF#I9^r^uSjls$HTVu!yHG6nPRV{x${%RB_BgR*M3OWd;H3zg#nQ*D3ju>QA z$4?e;UpIbo-{OYLPcpI@=p)%iT(g_PXG@jetbryyRxDoVtY8&syV+QICYGTMo<9Xk;MHjA+ug6?M_$jKn}Fm?^7euyp*h!A8W+bZl8%= zKE)V`e}px|L~n+8w^b~Jn5wKlAjK}6#BJA3t=!02N`z2kXt`SrDSsgH=$mF!qb8Fh z>#!CH^qo%J&N+eKym&_!V2BGTrW)`{&M2*1eGx_=>C0`A@ zPs{G7py}qlWx2KAeS(@jl02_e7hC0>MClbzp`E;z7tAj8JL;ufpBe)8ltte4dxV$V zgJ-1h{ww}XLgF9z)#3xm&r%I(&^Afmir~G$sOaw{tyjF~gY8^f*N(GN^qO9Z7s(#> zFteeByLprHynG1{>|fjp@@QKrhbu%0TR;7PwsRQOIa$f_^qRHzh|Wu*8*Sz)YUp5h zcO3fGRXl2G+xM1_$5XVQLfOrku@nZzYlUoMVRfyDM<;8bk#|RQM3$Rx)7#Jd0g2P8 zp;uZ9Bf{&({K5|jZFi7XF`xYySy(t>gC;dJ zQd}=@mnY2BDgC<{TG|4`IPw3HqOY~?O>d0xc`$7HtZcxhS=IM1LTOlTiOaCRR$m)f za|t+%$mr8QChK%Mi!2GVMY#8^jm`~)oZ2~$J~wZmef7KosU1WL+&|hZo&0k|<08xX z=g?l(b8dQ^WQ~jG0+WQk`OrqTTn0mi)qNh5(kf1~5W;zbg!BC`2ST4gJ%*iU1adBN z7edChMRILpv)L}mE_EK`86!kq1rPrNjd%euO_`jaMAs69Kj@*MygwhF5Kbu$zh~F) z4dS4Z-rt!>N*A>r=9PJ~9=3Anj@&5^Uy|c0kb4OfzkfPy1&%EL37|1+dV_9A?r3k% zOKItHCPZ15B_f)@-t|^`M8nmj(opq1$8}7zoDXwRc5wM4Csopf>-{+IS5T7sLnUtJ ziEOSojoCf=77u6M_e6Vx;T+nX9M9ToDa{;ilfiO^%E_zivMH*eX#|~FVZYa;%fBsT zKn_E1k$J7>=cg$^XEo3+mQFU;2=G%F@l1J}GQ68bGjn660hxTr(2}fAn!mecDiak(=vPnreSYEp+S75<`w1G}v&(b?7RYL^xxs=Q!%; zdn<(dVT2vOQzkYoZ6L1sYe-P%9X(RI7c-e1mwO5Qd?CWJFpN>|hG~J^?am>AEJJre z8j_YldQNgyX59UJ+v)i=;?kne z41J9Ns~v#xObkSI@a=FjqMV)-1dXR}L|(3wZ2F11yIyyq0q@^*7?lGqi?~xjKKZAc z4fb+g0u%6wEkG`1x@M}q*yn1A{ryx;I%@RII3pr#q{Fe0``2C9=Qk<1pAWCuUzPzg zF^_Av$L965MGi&f(uWZ+Ca~oXhqXEi2QCIE9q1<&D>^}exg_EozToD7&Wz=tEV=3C zte0erqUyHhOo&XzC)e2V4Do0YI#EO2US~c=_SMF**dwcW` z7v;kC-`d5p8un}(oI5uc|DlV-R&>B5-H|GrIVnxwjL#<7)m30H z@eBCV2N@qOQnmJdaz205q_ssWN?0IM!!{V7YGySE54NT>oq|HA*!{MzuI5GR1jT0C z3p$(^`w~VFjwB$d4OZ~Fyl6D zj;3?XLy#ca5d@|=$d%P7w#1Gv2p>#Hw@T4X$!U560P9r5l9RdAeO{x6B`}Y9X@kRJnIg2}a31EsMx9ec%>N;le)mDj-Wshsugot`c2fW3 zLtW9*3+s7!zEub^n3)dE!Fyega`Q-CKdZ7cpr`CN?Dfbc(&t8u9X8rcF;mN-W&)=* zp%uPvm28(HW7R%6AC{AjH&f(I(963ZBF}+_1cLSN>_-k)laTLTOJz4Ma7-=;1xXh} zc<(aFG1cvPl-`)fu-Tq@#<6A+(4@(ygp!8~#6QHnWNlM0co&_waiA-x|?cz{_ zYS6v&DrGwf4uM2Lm5za&zSkJQz-4EM8y0j6q3vZ7MO76P(_&~;X{=9&$#HFTA z#})2@ZNWiI^oPUR=Ytephp0Q8gY82fRfV}#Vi)ImS5~g9`aa(5&h>AhK~p|!uXy%I zPL9dk6w6T6WhXu>5A#qA5Ef=vXmNyeUfgp7dlS!jJyD$af>c~Iqg%_S3_JFu4U*Xg z#52pkS3MQYBuX=KtD;z%4L!}GcW^ToFmV#u5>I76ufGSc5-F%ZwvNyodoR1Rrg)Ke zR74cx`vvGK*ikUdGfn{@Aj%aC)rpWrImdej(Dq>R$cSRMn;q_V{pTE*nA9zsFS?*{kVo;`sa-?dA}wM!-x$Ea?W;(=>qIE$X}rYn*KVF~_ikS^Km0p$`N% zW823)>L&ER@F|Ct#S=d5=`B|_D*diIA#N87v;Fl_`iKgj`WcHG)(on!X)mq_Cm(O6 zkd5C7Nmq0nlD73hkntfIE*FHbzu?%6RA*QmM8T*VF!|yfM^}T+d@9+5E_eTfAl3Oin&BQl5~6dV?rt!(v{m^ z1N8n8I15WaPcpk8X;RxkoDK8qk^t z%9;0^-vx{g>B$=PE{!1S{6`k!wgr)iv5*ofmQ2~H%x8;cnTKp;)&FB@Ok2>ZBfQ$C zZ-6D%zjkXz=WKmt%N`r`ryT7JEs;yO{pyX0MPvJ7y3A{1@{~WwXr(X5o8Ue!V}H%g z5gjlZ22qwXhB0-y5W7%<->>BwDGOh=T6zPV-lZ=*kBH}GBs`J4tDmpo^H_ZIOu}#T zKUorupUqANNpZ73_IW&`X&Py8>(-&m>N%-*Wl1=ovC^WG`bL9WZh zC0DEX&Ph+jWL2wMp%-&QG@f7JHhZf!lSTSr;)b&A)EoGicdbmHEhqNeR@oF1`$KE! ziXx;RR@UeG-dY_KT1w6$n^g{>`^g_$7+KzQ%p+|TcOdWfe*nKTmP;*sYrQyS^G9SSYtO z&?gk`gNt=h74%ca0e=N>bEFF7$tet2L)M5p1y$-9w=ZPhbc;h|9#fG;iH#vbe*M_U z@)Q%1t@XOPAe6fKBe2hnwHA>kjh3ms^lwMl)sTm)rg_w}A5o0y_oiG%=!$0wr^6>T z3udX24xOs^TgjKq#UMPx$lu{2wf%#NL0;AeaC>^{mig3-%fdPJtH{Ii$1oavPW;7_ zc8AU~`W6fdrD@!P#-pxO!=(@jO?IfHMn-$YB}N+=m*z0EbR-F3CUHoRI}57QQ9#SY zj`_~V+{@789|93vM#%2biQ(6oro6H(ePLmZ-B4q5*PdYhTv+tzM;zJ^so1Jv8xOU1 zjOVJd6y+-Ezd4;F;D+FYNK^OMWytq6udHpoSo=Ig4Ik7e-pNUY?(o)anW+*}EsXruJ#kCT|&?}6==WJv) zxDT`ycREwcYFj`H*&@epkl3O{FPIyv%w-K$)oqm#py|h92teY;@>inDyqY=}8h{%? zG;O4##!p>ayV9X-ZU2ec$3%)J3GL$DQ|W}u5so68F*%M*otMCXq{HIo?oR7&W$7$1 zwu39kHi%mT!9QYiIvsoJ{cenMH)CU|No(3~STcrVvhLjmSJENJ<2DXr z@`unmFBVFD_t-;mUtMeFJHTEnXpI6^W#HY=?;98y=_q)uZ}MY`Q3#Z{2n1N`pAlz++kuL;Xd6?IQbmqS1L#_T6vKC zGMnRDv@o!aZTw-ULh@#KS3)V~Pi zyt(~Pl7zQy$-k*7^#{MY8#L+9d0?7vxXXWwPr^9tOSRmva8dj$X}D9MPR+aFmViIo zT%D^m(766N&gwz?>-0TuH}uzD2F2tiTXTtKHcMJJIo5oa0-gs$Dek1}K&%30Qiaqt zM3Tf|DmVRjUZ9eVo#@-zJ~D0VriC*ZG)G$Nal!_rPu=r`D3HbSbk9VUTJ!Mof}*<8 z7@0VmNr75FC%mh^;9AHbS9#Zc1R#eX_C07X(IkTnRY?t2PX9;9ptZ)%rx{_zAccSn zgpz(yS82$JY@z2)1RE4_@SvS~FPA6tm*CJ(2**enF^gNRUPCoE=~b3QbenU>=%D+s zUe~4Ahae>6+);ONl(68%^CbR)OnxAl%vxA%g3f|Ly`zf9P?Ozs-}^sA4&ORbSGi|ozL6b6IWFE5 zQhu5VK3n#oER_(rL?nCx_&dEXq=py>{RzIIw{H0w{TvAkDxmdME>2bPz-{s53&~}A zUu-iqnNV^HF|}MsqrhnTFNVUmA@D>)wWnVRI(ML*P~btg+y!$8#E-PJF=d zBcLxdy)Z3473BlBx&;sCn>|Z|1fIx5m`QJa8`^)kFXWTz=VY#2Tv0#tj|UqD1!HxQ@}cFQR*=FgxR}x}q{2_{%mR6cr29y{K$(eZer*5&wY?7~!wausNPw44B@E<-7_ z;1`)2KnL9NQhrI)?fr6<%Y&Fu^wikM2nz({sp6>4wr>*yz2^n^UEho@2`BoxV0tZn zTbU&)Cdb;>5WSFHdq%zK8N6m87@ON~bOvZwFA~2yrPO7S_m#(vq zc?Df+8VWhiG&Ox8<7ze7Yc#CX`|Zo-#cZP{^Vb@X8;PJ_(Hg4*j>y$MqxvNl34SC)xeyL8>de+h zI|aMjxLp|#kz3eu2Ao&&^RRU14z0>gnG&Txep0W`uwb@Q!zR!B4EP~Pz%%NNC z>-)ZHryJb8(e>o3^H*Dwj2Yq=A?}Sp(?m#^?8lu)$RcVFp*tyxn!vIFqKEZj`UwtqvJ zLY#N~m?!0p-T-2=rMa0h8Vd03;IWrD&dSpOo3K=VTF?3}@zBj+95|0>o$r(0#9#i- z3~s*&hX!Y3{h;aD1s$RhoWsNg^}O)Q7~ddMgy$}-`W6pFk>)k7)pQsBU>g-QKtZKg zXBlrNw0tfS(or;+=QDu~FcQ`rrbBzQlyo(&_q@MTz&x=Myl~gMX4D>h&=iH7jUpu> z`=^h>c@~_PUDU^ZsC{V}aVsjGVU%$PW@T6@KEZl9^W+jPB`ntVtO1jl7huJs++LxvaR-B-xaAnv;Z zgLJXGPvq%l2f1h)!1Kc_f@^sZ{zs-}#U)uicYwZXm%!LC(I78;qf zyb>*}qkrdVJ%XhP5Asbv=c#FA?NP9k4w5{UMCg@ze5i4zgYZ>-H^t2!56>@)q9l&XGY{=xEpi zT_h~(1bB(G?rcFDnw!gJOx~A@x;6DbzoAWj6DrT&@WSRy2`Q*IP)Pf<Nw?!|5o~Z>&k*} zaOTF{H+C8Cn3n?cjMl5I#tLXt&7sBputO{rN^rE}e~pHKe?nsacTnuvWfeG3+sG7~ z|1z6v`3bD$>A7spt+uV`mbjyOXKF<-XDvFH?AZEsrl(+2gVj z`KKNaa6V(3NToW%2g2-!<$RBvfneQr`aY<<7pQEO{GC72KNn!mHP#XHL6R@V^e*_- z$F9E=`NGRw(BrK3aS+=tsx7niwPMmYK4kFri}-K%+2_Fhz}}7L!ZW?;5a)NM?(rtP z3HtUa9C>+H>P#=!FmXlB`fKjP=Lci2E6gPc$UGg)J7tQ0t?tF9ZTn)_0_CBrHhXrK zuZJ*akzJUyJrG2u{Q~6r_8zby8?EF8Zz!XZqWgV2KKC!ved=MayN4F5x>iULjB@pF z6fkP4AL|&M?{>$>F&~i6#mc!x>YLgP&gLk1NSYgmIu~tu-q3Y$dc%2rb0$Gm^m(Yu zD~TqV#zfQHUY}20Z5HB=zI|&jEMxA*iT%?}u0rp)EXOH&n>LpfM0tv}t=(Kh+}4+X zQNLR9qFMAc0tQXk`dY&{Gjh{PJ!2$o6~TM_@|vt@d$~}2*UXCf#Fe!eIiY~gxrYlU z<)4ggT~Qkpc}sSvZFp1(@srE%H<<{N>-5zSYT~_HWXTJGDi6PEAg>(DY;!oFL^!bI zt7lmnKTEYmI!x0X)6C}&Rj%kWmdBloHME z`prpS%ArvCO@%R1xqUTI<4ti_4JNR>$mniUS1AWs5ybKH&UqaFARFA+2U^6ICNSh` z*>VCIn+Dy4HgA4DBCL`0IIBnD?!~eF)UmG0w&ce)MCB{NgY%~?($bdvkT+b55<$km_Mj5Ek&TmGsCUpM^agzmx-JF2?3TY#G9f*EO`Hj0L<^%pTHS3g06?zf-Ll;x2~8Al&u|2b zgP1fYF3<9J=jD`#`}P`28HZH5sfTLa?l;B|e)?TtQ2efF5wtc|9-rE}@=;UThLl9I zK*6tQxE2m6*M{fkYiN4ksEO3~j-l*<6^tbD8c=H>olY-q*$%;(*Z8}n4G8g@)6F#g zZnLz?mZ})o(2E7w4ndb?`q3Fp`;Q_HW<{nl%NJy^1R}UrVBf|%gS5VaCA!T)& zovUF-6?^5F)sN;$Sx=@{B>8>aZl2nFPsEbi`L!+h`-erfsoUs-Ivl~6N3B{XG_$ie*eKG)5DQLl9-Gb`Hh;L>rFnJ^8sB~P}uEK!aS zFk~~FF59M95`BRiN6gtcx)9^+=-#S(I4;N{I;S4*4C0#6Xd*GY?eY!*a%U$!-(&+t=c*D{sGB4^Nx>c#lU<| z!XmqniW{w#41m|AKQCf$wCFl5AISN9CrR<#R^L$aU`?*pd*_Vmbm#ko1cHscstGg?BWuW>RYE6(_hLEw> zo)|@VnZxuQ1*5pedpAa^t1ye4?Cu|sSEzbVgS5_$!VF>?(!{Y*fn`#5* zK74RC0U%S#0?Sp9SYN75ozAtU(iF8%>4=AnOlG%QK*Tr1&mPy7A6Z6)f(O9hK;3(t zn$JOYrG0yBqo(5F=sxy`NX`T?1|ev(om}aT^VoNJ5O!UR3v5Cvr>PKfH@&t}}fZRs0nC$m3@P-L+B_+e%8@Y_v$}~2mIf|kQd=IUWvP(ZKJ-4X@S(n>c0+wmqps5V1pN%jq(mEVJ$_oD2%zN=ay4Ctae4ydvOg5UdG@j?utW~uNsv}cF8UG~5SWM)Dzd>wB0^Wzq zV&k)i5ZrY`%nK!Lqju;5;Wy38Rq)#a-8<=Nn;6l@ttVgT=3hFNya6QIg){Oy!7O8A zuFbO|qKGm#P;5`ayJAeW6l4FA%m28Bq$x2Ctf>j|klH#FF?@u5(CvdmGa{@nZlGSP zI>ITN_hon2eOHZ(8GJ;0ysK6mv$MrXvn(s^&aH9xk4;VF>Zjn^UC|4OJPY41xJm$| zX|{mN`T}rDc_G{%0!j9?;J>lH0 z;M6#sJfdbs>8k6E7c%IL6Ar@~+OR^fb-NqySBp{xMY0Kva5;8G2iPy9y`;L<> zk+<6YudvG^-$lH=D`cd6Y0UX@ST7gEU|PXB_JE+G>rhq1u-4gD^NJ#k;hOWQ@_t%C zC*NoU6lJ0<JItlXrH_j&Qq(sub8;yQ3q-zQ zSt1a(UJ5sktiX=VHCFDSM#?LWnegYPL~6F&+H{O1Me5`zTqBfZH`2y@Tkmb-XV_GwNtgw-cNcWhyZdQjg2;!p<36Q+tJ@0r`U#t}k1R6lPV8zXx>~MQ z-i;ncl^Oq=T;*b2YUs)b_(b;dO8Fk%JUAhe*p;ExBZ|HCed|=p_2(iI(Mg9G6Uesi zBKD)?+(_7$*eA1KHZ)zt@!WFA&`Fs*szBwjVw4%Bw1hhEl^s3E!(+s7*k5c=MhPe# z_u^Lx;5C29>4%@os#>BfrA@Xild0&KyQ}@&)fhWZvu-I_!s!HdR?iL_@j)UnyI`cXFgsQoFViD3(UG%kcQd?5L z{rQJUntBYkR#Fo`PU+wsN3J5a&H<4H9!dFzmi0%KB%6LKv^qoJ<7nmJ=-Q1!ydiZG zZz!ncIDM-fnv2^;$)Czgzw3#rquBZeY}fzwl*`tg*s$>FQiwd0(m1!jN@7fNY+O1S z`WY5A*Zl}vm&SR5=|kgPg`=psSj#iDmT!1&(j}@Vo)0AUh|gIdi=m`Q%+)p zECM=MtIv4pGTIlQ8=&=I5hNweh`Mx)puGE5l7=%-Xc5q-653SXg{$3CiY`S%aMyA5xoA(V6P8!G)UxX z*Ua30AsQlWzWgO1xPJPMofNo#|7-&wqD%^HW@!l4g4G>Ryc|M?HocjhFqxy7)T&R) zEn<8LLXHEhI1Y{pin@qi%Hvg^0M-0|+8|iZ#-cR{d%vx(P4MtVQ`FRuK}SSj@~;V% z#gBr7LR+$Dmx;a}qT2`0e2dg!=n{_39(Vk~Vj+*boqBN~vkl-->_9tGHKj6=2|anR zcayqVblcHnH?%W6?O3ae1+O7*`HnRmC6U+Qcf(t?JkHV$0UXz%zXO~3t z8Xl3Nvu<7D?GrQssutr2pvYj}TKvS%9-C1TR|ZvdT4L z_|*3LyS1oools7yINl6yKFHxvH-vrXUA|G2_<7P+T)H^|>^@TEr5DByCXwj2fBx>w z6a?qSzak7n0bFmupZ@_gvW^kl=SMw%jf)@#4JkR<#gQL|Kk!p zE~@6eLK@$C!%VJ9-W=KddP6F)DYMSqj+QiVCe8Ol8-J!Y%Qqzo`1XLg8q9Z`$ zL@Ep9-CS#k$t~6XAMwpVkNJ zT%AIoPZ&AXxu@Z#&WLiLO{V)R;8OD(s-bHWD!gq#THGg4N%XKc+dDm{2mt8#XLWzI zpf4tW&}s6f^F7YPd?-pIJwER|K%FgM=Sg-H&Smp}#mV3Jx|}YOC#GCH8}F$zJuZPy0rIWm$=L z3U`WNSt7Q+sB+%qrxKsbb++A*@IdiuFCVVL2Yb}vQm2URcE>%TB@^$d#qe(n61W!H;s_24)nHyS?;wZxAFkbn<3m=WnM`73d&3}P6DBKn|Fv}xJO$;NLD{KS3mpsJM>0cD=D+li%m@JX6| z`?x4q=dP-9cmz~d+IKBW)zkv!%|@P2h=$|C^vMR^#2bmAB}uO1d5E#JiKZtCPl(uX z_?e-YRE=LB0&n#~oV$uuW_J$}g&a!ize6sZJO55arT4|ar?b*S{1QuyITimiRX2_ZxtrC!djt>R&j#RURh&WB7HUhB}gnysbV2NRDny8wb)9zThhmEalqC9 zXgb+;FhF?yI%YE+fPwkP5Z=iBR(wP4#uifW=^nC8-D|MXfH&TQ?;^xqkH&jlpM;X0+CmJhk>}(iPzqMF#_y6T+ z20Nqw!M;Mh>)p=$Yfi*NQS_nunR?RV9l!skx-#iT_&LyjH0ORmwUr?FQ%B^$K@6&? z2Q$9H=a)AfvOzWqh3ltGo8%Q^V)}}99PDkHm>6Z~Ge>hSG8x@^PepdJfyXLeBOxYE z#Eh5L?tVc(z!Ubpwf9t4=&1yW9xuJXHMRcz`qd#M#jvkEe|fhOcf+0~*>_4BlZC0; z<%**Ehcw@I<$~_LdzUXI^2X%Om4*8X()0!lI-g&>bw1YJ&HSByv_aAp(`U_0?_EXD z??{OCYmB5?U-i7+8?NUP$yU+e1|#8(mzgQ!pMB-31=&@seq-?H(&!S1SR{RZ+YJ<- zAcN1KPeIP1na0e| zMGq3rBHpbLGxMU`e%(~&z()_ZAVFDka|y?rmGq6dw*WBYnz%gb>EF5I>gv33-Zj5o zbm@)Kmr>_Vx;5{x->HN$-gljoeubx{3`R~3xc5t%)zH3zPxZ(Suy}Mgfh0%?_ZcNk zvBTi=+K>^5!67Lwn)gndR+^+0%U)_Xdbd+hK06{>EoFr$Txu?2qj%x=G#t#j^?FmES}W+oB&fMixbn)EbZ24wYWc6i`srn1+auIcrRfg07n$eew!U-d8fa))if4k6ZW8aDA z{x*|^0McP^4?fk9$zqIC>q?F5)c3z#jKH)Y9gWMAZ3Iiu%*Dyh#J}BWpfD29TWGYP z)R#RA4L0T1`4iwrSIiee_G{HZt7zjRtO;_SK66>s` z9E7(*wZrc)bjKC1stFHuKwcNs%T8Mky2>Eer*Z zzl2FJ6{`u;zNvU9tA53Z>^n)3I*K@#aEh#**4<~lj}w&gZnDJrq{|KlI?r(hgL&^! zYfrz7ZGA`?9r$H~CSO@9H!3+uv9>T!5-S(*)gor)*j>`)hkZnjga9AWG{fZzYu7yfr{qwp!aGuqSx`2)tPJe*!u4APfCJ)2Nx*A=lkO+TGb$UBhWV z!e!!S?Z-gG=AMerjatq`A)EIZ%qi6)wlM<9o{vL}KFfbjKf~jg{3$}J1!CV~K>{V` zYMB8A$&%{caMt~Lx|LP`F;vI?O4=sDcuM^hz8R<)95fb^w#j+}d1w^6R=6LXDl*%| z?AWE%SnhW5PK5FP#vB~Dbhn~|^rGb~U29Fxz6Wov>b4;r`OC%~PQM=}{#rOmMk@bf z|60s(SU^lv&9Hhwa(56_@}?S(riAzsi14Q#M+#i!>2pgIt>HYpz{?%(cSHSI@R6YA zROl{D-nQ5leBM|(1|pLdZVIH~Y9)72&a2mG{EC z5F$YA9e$^;x+pNZGuv#8dbrEfa9Yx>CXrPeGD`u&;#y5W<|jDF!N}%JrS-TfWJ$UR zET%4IGnhi0DB#5PuWZwhJ5{hFTNP5j&y_T-Yw~CtY%SR?H2i%@!lPJQ@c%o0k<|Y^ ze^_)zM(0#LQ~l$ASrGDfYTflk^WE(mCd@L^zb1lW-4BGGi25-aG%;E{5q9cPZ@_HJ zX>X5>5YxAOQiCM`l*CJ2the8s@ZFA(e4%R=?jiOguI)VrJ(_^8o8&Kt2^8SmU>VwD5;c|+7o4cCp^J#(F zBe}7Ff`a}<9jm|hOr%Ct5$g%EpVs$yiS3g{W#Nb<^yi37qeA;4;^YFRW(a5f$x$!#aMw2m_SUq`Y zNo~Op(;p{?ceAw@$s7&Ls&iC~tIZAOEQe_j+mh8q7IVE3Eo*=D+DXlBl8%Ez=R@FP zk1n$v461n4*jfKL{XubxO=|$+ZYS?nE=rTDgxu34_xoAU{^vr(O62kFU{ z2EKCcW9tDa9-n$fO>TucSsD;bcWQsq&Y`BWhuh35G^}$a1d6lgiKsyvlkqa*xm>i} zt>Se_YsUwT?Z}m`6EMQd*NJ z(09!qh36{Q9`mZ>0MT*l6uqZZHEr!jM8C7{lO(LCT)@rTvxfx- zTR?6*i(hgzJ{NtS2wzs{sxr=%v2u7(K6m+4Hd~TWT!?h# z3jXCz0X(O5g%PP2ZU`$(`Nh0VMBB+VZEEr*s8xhr5h$TS2x+UA^H8&v)vc<+8qC|I z_uU3tGJxM1INGP=+Tg6L(?{0{&0n=c zi&iVu{5kS`N0+Wh$^;Z6UN+EBZh%mP|hjeL5VKW*usqA6gwoMFv zLf=n4S8;Du*423Or90i{EAphDH?6xGB?=oL*MM8g6mi8f5&e+?71^W?HR|uOh#jno z$ntalT(le!|B4caSrQsdoo{!`pl+7c`{G zR14SL*(NIa?KU%KCEc%e4wJdF6&vSc$X6Mkn^4mqyc;*uHwF$}b86=t$Qzuy`RTd6 zcE;@=o8?naX>NkGsJ@14&gO&~AARvE^wLc+mCU~6gqVpM;NH1lz(#)e>_>o!9^!fv zihr+WKCWtQN+`0vasCDU?ky$IkXEy5&?!-=2N%n%{%>)?Fk>L|(vOAh~!eiI?e$&Xqe)DS;j)5pshpEh+%U%l~|wkftB z*qub?kS!p@0s*5Ly%$WES;b-l;mVzGa0&2_nJP{(*qls|&TbJqKdMFMS2Hj&Hnzuf z;R+_dqiT6I_Wlr&QzKYwk3f*)MF#e0FKu6V=;~{n6Wj_RF^Q(&#cjR$D|6yEl<_6u zcbk4NemrWeZvl8#^FH;UiS^Glzb;G4mSj#;5=xNMOQXBUoqN&3olzu%Num8`;T$Hd zLp%7TlW>jNua3i9@7THq3fY=THgzv%*B@99ZX{K#EfPp*&Otk`ZUO9z8~q{91-Rcq z@XwY=qmk3_Va`EuHuPpU4DE~A6efPOF=oH@>S^f4YW~HB`c-wX;Q-XoIaO-PBdG8w zhic0YXWQY#&kRx3e8LC8VVE8CLZa%-Ry~ckp_tAK5d{8>GI>2p!znMrP(Y=GE`+&! z3c8H45)ZlX=1;hSH(CA?0R#j~IfNcI2q zV6^wgt z3f*qz*JY9N<{Q86B3)@CjON?*%@%orFLZ@#b{x!O3EJBe!J~?MqnJE;*XPc7 z?qlm&ZJG78F{bAbc29+V>e7}k(GgWW(|xp$U!Jc^t3F~aH_F;kdMHk4TIp~??0rql zk*HJqzub`5cUe)>w}J9H1g7bq^VbsQN;J5;Oyqk$;hC;~!dCmz?`KlGyv*(xg+58F z@+HqZqQlk_2~IW8Gk0o0>4WGqiZxIHV|&q1V5R9<`ST_<2t+4%B0yyVG*hpN=qB_s zfAH6-P4N6R;^NQT<-HjJ}+nZ)_bIKZ@3@!fUi&C8k>Ez(II4O=bLo7BRLcnma}>Tb-!k&@c2SV`{MS<& zs#k;vyr#Tv`e<(90pc#jRx3RW<=iHUSXx{x zSrJ=;h{u6-w(H!7B{0fw&KIH@mojo*1`Ukg5;Shz=gk@46G~E_Aumf04W_#ItFyS)Xn7!-sVw4v6N1(DI!)}=&><{<#D;ZBnZ|2BY+QtH;J+Yp$ z0USUQObhJf*0(&!tzyAUnW2DOT`rwUrWncM0BpjkD&+U~+OVp{vKm#eNnM0Ja1KIr zAi4DW`Qg?&n5&(S@jaQM7f9NXF-hXdLPg$Kjqe%+P9sM@(l{-puLFTb8JV2<((KeF|DV(STfy8BYVE9g(@?2m&SzrixLJgA}&oGW*+d2nZH z0m=j8(DWI*VEJo%s;cG4(cf_gq;VAhq;W5Dpyh%3h@U6(rV*|IH1AwMzE^f^SHDNM zQ4g&xShWK4urzB++VL`TPe?5oupm}vvlBYOYz}kQ6aXG>q@e+soGUjo@d&sTC;I_mLY;1>qBpHmfl7^5m#Jx5Hk4Deiepl?thn+)_6P8 z*|u33wsif9Pi=w*7qss2yvG8?T_+JQvC3ac8F;ieSeUtLr{fiOp#P+J&+@ijoexM} zAk*MRavgR0S&b=o=R^8wH{42hEB71Y3?fnp*Z=ha{VOR^m;P4|8j!SwcdXvZ|3f+a z|Jk{1=di4cw(4K=aD3$>u?LlwCHG5V{L5T9r2R1CnY?(}Ad(osQB6W!;oQ`tYdq%mqGlk*_tkl+Zq;9sAC<>*l%(fMsu>%2oUl7VEG6QDG@9c9tU3F1 z&fNT)v>j&B!z%(U*1F#b@kfP@t?>3m15c3NgsqsYs2Rrn8rA`OIH72g$@f_ReT`g3 zny0@8dNlnI!R~zkMuyEZdY~gQ1nDYbn)zw+Y|?mc5I$M;^5hZJF9>(seJUlBLq1zt zXC?>4vW}JO;XuF1%&E5tk2i|FskDrG2N4)<2zJ4i7Qi8s+1aM>^c6(?*ZjWV+$X8P zFlEnMmQfj!vgm&KpMJw(g+S0B(TEK1>WE)`RXy=(NtWZZqIDAK^;7E?7hIJtMc`-; z3crK?lEAtzz;zB;T4{gZ?ea}94hjL=FE9>S;#l3O+Q9s5pMlbjtU&13MSv^ExQAXE z@#_LmT0lFHH7%S$q8KCk04YFa2G|y5(hXGtQiN7+M6z=CI{*c=OX;_Dee%HdBS^bL z)U&&d+N}XJBg-;W#)A$- zM=kW=XnqRYTR(lOAU>N$-@fjtt_S(%>lyIWKcVg?ValweM`OIeu5-=ujo=)Sc%jo) zVDWqiLRS6q8su_?%?9CT9sK9ZD=BR(uYdr2cL%qI{o#kWhzi@mV)(>Z^@fQT*PTa|$CnIg69#H$xQn+&Hr=5%O`iU7Ii=2lY-0%R4 znf`T&w96!w`W4`+Q#y|%#C`qJXXQG50r*%Eo1{V4IPjTY;RbQ^870+mx@-lFO zQKVDZ072G2uiDy;o?LI?$nmd(i6tNXeXElF*Tp2O&61TEqHAN8q`%6aYNcF_ykqhc zM&g%r!Eka7ic~}Ygd5*C<@v5DPkoAS$KNcxj$mHXdFe8u_+jLG1XuG`$?-48(=3F2 zqZXXJHJf~S!luIl9%njX608bR5<8tGG|X?@eOUbTtioLGX4j<$r$vt?tWox8pe@EIRKdrFh0hY@lFOy1(!0J+M9SS#UE7sn* zoLiy&oOc4vu9dw}=2*5vQ{uLWWFbX2g{1xv+st8kq~>v=v<*({t_SWOEXK$}pHFNtj60|GV7O3TwTD;}nH4Tt{=!8ym ze8PBu3sm@p+T!p7{&LX>#7t$OaPy8y^rcRlpoyanrG;A&#HKdF! zUD7P|X=vl9bTVzqtrA&FqB2?%_Be!!bBA)%mI0+_Yx&_7^DQG#(TSc5X*js$6*O9n zoG=Vq5GQK`uCjg4E>&@?EJ`HMDXjnhQ1)H{O>Jwt@K#)aN)b_!78I1CBGLttpi-iu zGzFxq^se+4uu`N+7l8x`y-JrZqI3uy69hy`Ae7LOKteeqYwi7=eXjoRzkpon1(|b< z_kAi33OsYv#jL*OPkF#~`E%W4ksUiU-p4}# zBM2iZKP^(~C5#~2jxQO)yoYh%-E(TT?i>NO4C-WrfD==9WwKmCzHRap_@2qt>wFup z#)lFoyIBf#gc6oGYqgtWmOpn?Z!Hg<53aFZ*81e3hO`P+Z?LV0swT1!Sw|Tv0s$YH zlmsei%BbmFE6}GAV(P(IqwxKiOP=MGjdk51=vZIm_4<*Q?U(?mkb60??Yxh8h{E(J z8+^s0X#-Gk;_a3F!G8gyo1M-vEZjt~NDJ5dqVdFwS7ScTG2%P4&OC?0Maw>D=blFE zqf^_x8j{08?BT?{SadYpzYBsK$lYy^@4oV2PqGUul5UH|uXyW3H$`m;pjSGzvD%pv ze|Ef!dXZ*Qe_rEP8S&3A&147X9EUj8TQ*2%#@=l+-&D~cORdmZk+fB%U6Rw{cLG?Q z7WYstcmMBF6$E1tX?yx06}sqk5Tj)yiTclpFp6mQ`d^Ja7f!0OHaRid2aWM88r}`y zsnfKs5_X}NgqIBE=|)|O5;i@1r!~L?p~)5n+`t2w)%M@NzPGoH5*-44@U$CCol}|0 z0kO4w>BU|YVy2Cz*B1WFh@W@^#!IfadBiwIslOVrmg%^q2$}dH|AW;a!g<~+vV1-B z7D&sA;Ikbb24s8YgxukGda43G`>ySG7@0ndpYCT}_7>3x;DC=_elp*-zCF!)lpclq z1k&gg6~L3l-weDtHjY5YYcMP$^7Tu!yl`JcbU9(opNUXsJ2qd&zbw1gVHl}aeIjNM(+8GN7S7CxHph*ADh4AurhF$vJ)n9bDXS9G9ipi7I4E1w2T_RP5 zB4;&hsxw!VTrcq(F#GDY4tT(DgwAmB!{bCUMxBE*{9gxn8)UDz+zMTMBW4qHD;Rox zw(;UyQ#?|W+Vd)H6IOOMr(J|*_HrlM*0qTb9se>Q0nF<(tQy>ILPy~L_g zv|{%`iJp`_^NM{Vgd_B>1@DK(Nl(t0OXcnW;xfl&$L7%jr3P`d&zw;0+b)A0IinpW zQmJnzTg#$^Uwb*jjPuClw6%Z{ZWHYzLxRgbrRfF78=9S-KHj}Q zerW7;Tka1E&ULuUJEbRDA-2lXy(d64L}J++1*Qsnb4yF3rJpKE$te$gZ^c!$J72bK z1m1`eL3w~P?=VOt8Q`1wL4qkgyqk9CO*Mb%5ZOVD*M8jBCE?E7Ilk+*JI zGX%lPhvPTOv#u|4rmfdvh3ihLXKfiK%zch|=2u^K|t&T$B^}A+bNzhC~ zB*IMRisiV==b72!z`_VJdapQz-%rQ$@F}JDu-1L5CvM$0aL^U?p`+Gn?8=!4F|lL* z(Cd7qXQ=v98MKw3JP9zAkeRHtgpqanVxfU0Tlbpt(>Vj${%yjWYJ{w{M$>U}qJK(% zCe??cv{A}ev=>OYL4Qv= z6qySVbBed+-5G-mY*pq+m!YFL;rUY+im_^}jt`~ecN?DT>vsn6$F#4W{e0zglirTm zvXu0##wNKz&1pptw7-Et99a+Ji{p7kc6NDeJ7u3Le%s6WCr6x~&Q9#?5`$e*{syR~ zTd!mxs*uE+7e7yt>Pesoq8sQNz_#1~WHsPkF-Udmc{J-=GPd-tN52ewI5Jfxs-Us; zWx#DW;o*>$q_6z8bVaW<-ugoq62QgSnE__GuL%pAzT(lcW5>oYibAlzirUJ$j4nN^ zj}AG*ek0&2z12f~W7EC%3UDO~zGTFfw1uoZrb{ptVH+@yplYorTne0#qi_SvAiQQ) zcQ$ZSf!}|lEJiNCeK@{Q&y-w$Vb+qazH5DzD zz=U?lG^!3>M6p|=MO5P4Cywj(Q}R#>c~++5q+$cC;U*q-q`>H*qQ63za#m)w1~jh} zj@{We#gqndjS1)nmt-g1e{8R`;n1v!Ua({5+wC3Cu)1X61tX`jQGRoVwVgC$AogdJ$NZ! zegPLj{Zvy0eWyG~CdJdr!_N;lA)DH(9Hat?sn3`NV6j*`TYSBH$wtSWx%AOohJ)rr zA^9bIY!tSW-Fu!Ku@D;%LSRgF#AG{qDhfq7e%x>*BH@=!5DJFOOBIX~Fc9et58C}1 z#X_QbUhLLW`R?&6SSk+^e*NBsdNO^X#=hrdDGRO8fi~DdN>DsmFxE8M@FzkC4}$$*hes3!@($juS!ffrr0{3%-FO^q+IaRi|GMd% z)MyQ**{4W)$$`pi(xgedx}avA8vY4-p09i1BF3UL_2|MG-?;E3`j zX7P5I{%G!jvz4nv%o2(#SwLz?T3u@r(X0_m&xQ&zksytw7v1hf4{+u3XON9it%+?L z&I$qg2yDK#j7$00e)O#B`0aG$b%Adg7bmezpTlg1{sL*2BZ-igRdwpsQOYtn9z8)I z;g^?!;j#}df68S_eq77uI;bRYzPzTYx9(8t_i|EDRq?}M_enh+&{?ApbfKp4o;sw# zueE8dqds@j)WajMCuTct%#D`9akaY83)@d)+uIMwl&5BTo#}jlygFtnH-)1A84L)w zAF~fwVCBWLnB}UCHB*h#qYI4as0k|lMEzwxQ$hZcov>C%(}yTt6B!Xlmi9X??ECYL z9~PHF?RyKMv+}5AVU`)K+cOU!&BNS$tU6~LQ!a@$2CM|r8y;Qh0{8>yPS6^`gO_VaiQ_$RBl${!{T>tKnIdhHwpDBRwDoMeKQ7eqeYT?0HDnkECCY{4(d!z-m*KV}%%l%Jy;7C}L27j! zcmSU=cHd-uNV(k4DgaY`9EU!20heX@YyX!6-}z#NG`wZ_QkE=4?u3h98UVP}!wX*L zF{)l1*HW9h7Q|a`TtJ+Kb;%c5;W$oN{D!!t@*_+}_4*&@zX{ZzxU+c}MWqHw8=6wf6 zGdKc)nire}qnYN)VCbCM+P2>qKfe*DKm<8Q?r~jefE^8TgU8*r9GZGchJuj5z$>Go z^wgz}5>tTA-q93-2a1C!bK-14NpyKk9&!#Rj!mq$ExjnqUdUSHWIv z@Np8K)@)aoMhlbnxTs zW_5Zx)ctast~7?Y{H`z#reG*Szy+=O)c zrxaKFx-Xj6=a4Ht1-Uc?wXATzKPvmj2xL)=cM=LougSWCbGRDG)U-{BKU|Jt_&ws3 z!GWhWn%EE(s6EMNk83C<_sWom@8IJmJra`_mAB@LZEXTv7{|*$Sy=y91VPuhytZLoARd5Pd~u z>nfWrOnZ)2M!HOh_Y$5vUk|N??7$RrhpyMw*Ix!`{nhLQ*UgH(wwb2usDy!ECmfoNk{Fv40FPodiiA;K4HY`eeLwqFhzgOt%>B{T5JOH zP?+&vwvGC4lTYU%O4^l^fgCGrubG>HyBVYwS>DZ8+(e;J-W#-czD2ZiRi{Py_F_~*Dk$JF}C5cK@)Z#u)q&S z?fl3aYp}FGNc+wZ{as~5U|2Kfh&guTInp~G7Qg#icl@$RbAwTgp#10b;;Mcz{>%;f z@7~rXrJUXCe=2GEAEc<_TBd;kx2M<~QmOa$R~FBaf*?r5p0msR^St3{WrBS~{E+|4 z^Ny|KKC^w2ez#zx#&e>I^2VCD4xY|HTz>mp(#GQll4p*O)z(h9)(3Q8NkDw$SmjO@ zCxn2~LS_M6S4!RY9ZhFR_0f@MPH~e&S6}_0viQjK` z`kC)HQjrTIwR4qlAYkg%&+ohoRWTrZv|}N{{LMbE?}2SFsu!?2;Q1(AmMPt}M-`L= zy1-{%x)<35FCE|P;BZ{;1Wl%Y9&nlL&EjMXgOPeqr)sXLqv1Si<8*yAE%|ZS)vMVS z2s~ly2NHOsX0iZ`9v=%W2msm=MEPYQ5C(lZw`wK?Mjy&h7I|ftE0JuVbh0;KZW{$c z_$1H|nnk)JoONk?SGGr2!?$6U(94{a^jc#rdP;Q*H~_6#6c3+O&E6kr8u4p&>MS(1 zT3naLTZ#HKcuoHKSRhM=(}VNO`EmYgJ5Pm#r=pP2uiPb){mhqa%1T~#9JFGIQsLIA z1Pmh-N2+sEqmn4F!$-R@9@*~XAy~CrOXQih!}<)EEHRu){}3ROAPz#}-{vHMeg0cc zyU*x@Sg8RO! zt~ZcH0UGFb>e2 zU8?h@^&xHH$l|q8qYI&y#}aK~Bgd2rob`1_9ZuO^cJ#GZh?0srH{YPM3(xQ$6h6dI z`ri9YX+~D>{IRKioWl)kijhej$VxaG`IFK2Ane*$3(?TJ**IQl2 zmh?kGwi}LdFc#ZWiR;F5jJSAnF4CCLd4nYvX5Y30>;z6mKF ze=lD^xw0}Oz7#r|GQ~L^{(Y=xf6c7&i@_Vi@6|qN3OC_)Lhp}=EXpVeL`Mq`?!e}b zt=#GzK2cnA=27x_=>5`gYt-aHn!P)Aa>lLLUsG>2!Ed+7sXZbmMkcnBsFbC;vfnXJ z_DyOjKL?6swN(MabZI=^rsc8sMW>pH3Lpnnd9!j}M_=iQM_wQNLjRyk=zzZ)}I;Scb>63OO0ifQ&#r`jS*2I)m^r!Ta1Cbwt| zP_sq{z=s4ngAxtC4V8lRqMiUefpMHb4mh#BA>I*uKn*T!)7-lY<%^rqR0%_DebjlI z((GL1T(S@@sKBypyd_lT#^_s>zNYfL)+`AGK$rA@+QCaqY3o11gt|{X*q_o_Wt=Uu zZdpT%ERQG1)>kv<4ruzm3TUGyyz(TBi!`$2;!3@_v?(BTQ_EYmeR5F^y+`cyuF7Ut zYp<0zx|@%D40+fT=kx5>RzN8>VH4mxUAAlGG2nA`xK#HafS{o zQ9Ig;&60!TL(5&gzd`80h-;~Ne!+v2{3Nrfr zh&ERY4n9v3Y!)hm$h$e10rA=Kf%+pQrJoim?lf*>QaL}KepnIe*L0Ec$w+Z>N-Wej zCXu^^SlWOX^S#Xf5gFZPl^2|_VlCQ})clgF$=fchy7`_E1d2HSXL9-HSo**DS-WYw zltq}K_8XA=89mhm(t+J%k~SW472cdaDr0^^Qn=Nrfn$VZa(s-A!pd9eqCcTwGAkp! z<3;_BmcybXK8xH}*ZoINw4CNOc2w7#;T8O39r72Cg{9zfZEVF`tS!CKi4MOUDd(!d z?}Op%#JKK{lsESFUw{Bdf8roiNhzN-ix+Xh(Dt_9%52-Eiw2(l>ff|tI55xKqMkq< z!(Hq?9sppg1Z{uA&r3nqFYzSSl&=sVr?fC6s80Jpml`@Oc?!T!N&Qug|p52w;)J*H+*SU(H zqNO0GizAXV+zMfYSq1Olb`K8Cv;$NC|jm5loiK9fU?de^ht zNFTl4J$!#B@M?^EgflnM;iRb73j~K?%!~5THR~89W8d0Lv=-?I6VK-|%ERx;8bNZMvk1zs-f3Pez8hS`g*-dFRhren+Hr){| zVqTP0V&fLj@06MByo>7h_IEKH6zp`{-}^;d+7s~U6C)`Nm_-ruoO(Uvd}n6YTasL0 z-zN|BPDH)VMSG<$5IQ)@rmiPVMhI5j7cN1VV_HsK>h5?#Yr9$yTHWrH8k%IDV-pz8 zbn)W@B%E0%gxDQSJUUu6C$ROU4oRUE{~+&}cS{YG>vVMbJ}fXVL~Jh}hj!_*?^cp{ zeYY54?AgH7uuy;pvra7TiyS2x@_TRGc4%WKH;I=UFIViHW3R2Cj1&MlsBvU3V5iw;}`7dWVy zNOjV9oy+bhg8#L)e7Wm#G`q`{R8HWVOicwcQ2(;B3D<4_cYxAf%b=ZX|C_FqOj?0( zKzu);Mn-a*g zxg`k6p@5r3@Sh8BxfJQ|+aFN;;4;|Na-M8&&be%e1__sSr287Om8=~sYE#{LeDN5SDfO|NX{?{SRIODt2SW0;PiJdspJr|37qP7ycecd_nj( zQ{}3-P#tD6Vt-RO3Vqzo$IppculeYi4_wvs`x`i-+v-&2YKP*&Y9Obcg7RCm6^-nAd;&KhylVzJNbN_r2b{GZB#a zb%8Sz-cY!$szvG8$aCGut-&-dZUtqRpOLg`So1*w$R>dI}{amcpm3MSaRSbZ5?=MRJz_9%Q2#d*2BuLs~ZmuMka3~pXBWauWk?O06td*;sYH2K=-vr*Y9ert6C28R{z}jw96XCrHy=FiS`qm zyEy*sieZo87ZCmEY?>fQw4?-j?4q3R%Es!4K4^3Am0%gVr^0Mre`M~m4ho~{4uz;L z#^^(Ks}r2SlOLZRnDlKcbKQf;yJUxF8-ANWeYap;&@oyi!;Yj_TeIi~Z_o`Xg&jT< z?NXH`$lN_$p27Af8A3niEAS5~O8&ue-(5$QH7L^Un#dn%sraiTajW#;SeNOMRwsUX z=^TlyEmxtJp$t@V|ox`;_+?x!1n=}W!xNm zl|A*vsx!z>zrPIJ3ce zfp{fm&EGq)(i>M(H~C2W)RhdWSg6j%y1Mo1^Z=6hxTwDyYikZ0Gt0EV&br%gR4aL)-UPh@?2@)6!OYOZh*(rk?qp2)q zdPlDN<0B1K-x56%39*8iaM{0sQV+>L!?7HH8lIde*=zG3Op<^0%Yg^1tyjawW;34S z(V+j54o%mtm#(NYNg=L{PAvztlBVZAoAX53ZN*(21pTpt-VkXY<3Rtee>^% z@AQeqvzR@Ytt|ek+VzxqJ5D9wmnNEjN7hUB$dcjR{J?@qTJC|-UJj)}pNJV<6#GRI ziq?*{fcpQ|QZy}GcB0+w#I9_D47;ZY6BVC&b3#3k5hd!hc$PJu%h{#i&F-e(ZV5PK zhmH8ctGcB1^c6`zf4cz2GNV3F*MVS@kP2H=0II=}y$ zWc71LPI(z7nI|*gjIlOq)!qLUn4$iM*O$!JUss>1(nW^{G;91W@tE)`)k79zvnyp` zHNp|0>VX=(8MUUtx8+L5N+XXvG0j{!vf^aHjT9Pbi8xH4BCU#zx3<&r+%Pm>u1je` zA94NgfB{_#CFB%;5s-F{YPf@#rqv2tRqHIBQ**%MP$v$`k3qg+ekxAN@py$FC_OF* zrC}JqhA^XBn73zZvk@vksgaa^whtd;@e$k8vQ_u>jwEa5$-L4O@oj7>_rfZ5Zmj$~ zE==?w)!DXMJwm>YVc@?lnJN={pgy7R=9)PhEbpkP&80{Dw1%; zar>EXk9L<8RL-e@5|uoih%R;k8YVr>OCBixAI_U%b)`D(YkYeugAquO_;*Wcz0Ox# z?$aV%bK8{J-u5x-o@ioV*cR(tu!I-$@h+A=wO-{XzolOmNY%E5+Qxp`e^SlVwZK4c z?QizV+`v7#uB7x_M2Y@ zsazt&T1|KIG_q7C-UF)at~IWb1vBxXH`=5=fE1z@hg2j}vJWL zK*y@~LKd#|$E9pcI;S6NUK}#$c{QS35M6z|8}MjzAX8#u55!wk_(Zo`B`%&*<_b;W z+RD3byYV=Li}C|3d-cmkTRiFrfhGSOWEHr6+0H`{HA>4ko60-OZl!J`!5}li&uQ#~ zR0}?rJZnO28;ZB8i}r%c%0~HY{r0Z+BGlm2kz!QeeQ2SWterqi4DUCfNGg!djhST( zBOhs?4125+r0ou?RzO%h~k3u9{0+|-R1-q z)oT?lINC2~g~Z+MU9)fcmBzh*`W<>VDb$HwyZehRy`2z9Eea9eH&s6B)i=?x4a zr2S?V<$eZMK>ZIOa+ZtjVH@<7J+Rbg^}vU|tPz`mO^&J1W?T2CA9|&>ZoLbY%|Esr z+=$ZtSG{G-jX|=UHJb#tz1d>JoUNl>SkeYVsW8tFLncjPA-Tv*YU$OJ$4UXW56T3OWE|h-#f)%hEB?MSxP~Xg4f5UC9IXTk2PR$yox1_4gE`1D3SL?}5V10_^RakvlyiT(J5W{zhX2F`$$K zh52Yz8m4fg;_B!Ds^;Y%5sfL9a!Y%K!8LK7E;r%9AIWH{qT&sz|>4N8@hF|&m-NNOU!l0NHjj2{>m3L$sTG-I3BpJ2wWyO1)zpXKCDo)($N7VSBr2D z;?i;PD$|Ck%=JN@hRQm;jvNCbWYdY!M<2!CAjZsb$rX4N@8PgCc;|^(s{+Rp$n-%DAI@Sh%W{gQ>>4Bron$l zBFhWv$&NTO>Jhd8!!u)JbNU4Ng_acS(QUDaf(EY+P)uJCi#aIdZYdNyu!G@9fLJOV zbF8`q46Yz*h#{{A%#~d~qxWsnV{+gN#^aWvy8n`BpfKKdU35}qD>gVVqrc$Z@8Kf4Jjh^~Z>Tz} zbS>oBhW@)kwagbM>Vw0WB>oTwOrDzG&0h)h>euuT8*D)$Pdo`@;}z!jlJs}lQVOHR z1XG_|ek)Jt?*r&Y`U+sBNksGb-pQW=fakFx*>8QQa!^Q31oKEq4_K_%P5bJB+T&pg zs)+4)bT)LP_jLB~?kN7L!m*W?fH_=G1JqH|mxsA3E64Gd6M{v>V1i$tkCkOjWP)%_{JyOxRjHKT#AmIWTv5c6`IZ%PHq?X=V6m0DSB3^mcC$;7}u2O?!D-Vw^!%4

f@pQI}heA_R_pb${|DePUjE zVtM55y&JgExbRpMc{i4V~?lqCM#O4pU2#V>tDOQ-PQyR zOHFd5Fe&qPoRo{tDdT0bqR3<3eCsipKkX`gEnj!;*waC3FqO)1O}v+T6|QF*x!WIR zBlYbySO1x^F4o6Pn1{Y;+#;$!;g?_UEo$gG$(8nP@UbqJp+o!?!L>_qx5}WnR9X4VWm67)Q-usaFQ2Gi5QN z)Grn|h$a`K;^Q>Tk-8o%iEj3*OVg`HZtAbVyX3m0tAEH02N)Ms^?ei^U(GeMQTiya zCKB%uTFyRvJd!Ubu)16;-|I|pZd18k0PqHtn7QDdsm*3brQqiRo03{7OD5K~%$kTz zlL%k3@JAeBnRDcFthu(S11P(iS;g&7?)6;lixgF;X(+;ivX&8Pi%NH)_Q!&~qZDBe z97|Waz2fJohZY{}(#mOEon6f)flC3_726-z+MckotdEkk=)&c1AF5K;H}xF@ignP9 z!y$TpCD^UyTTWV*DaZkuB&2(4r(vOHbaO{Z`G+WRyraE^BtrLGI9p|X%vRAB>n7J?1%z|&steiQ?)zCWFc!@a{# z>RiQN%Zq3vTGQTp3#fIG;( z;sFncQ72xw@U4QS)2ArC2Vmr;-I0iiwp!5L zjLXIjE!0N)5#LJVM;E6hjSY?U?6mlCck0b?n83Xr&2k&jpM?oLgmjQcy6)M|nNHxC z_uD8qs@g8Qq-n|uNYH;0a)o>v)CW}6H(W978o~HskR|Toe^^z^1$2Vw8?^t~2_!n* zRy;Pw&w_Gja5BaI7oxE5yGu!Rec>ukt8F{{_O13QK>=-6w+zqeOAlv5j%xQvXHG?`G!`4@6b% zQ2PuU8-%N}46KP06<|B`k&ELy^9yR#HAZ|g1>$VH&{NI9mQkwgf)q(bpY@-|CIU_G z=6B^D`r0HSJ;!{`oO+>iSDXFZG4CZYK1ainJ)O96Ah+9}T|WnK$Hi#HaG z?5+aV=3oG{Ik6^7cLv6Zu?5hCv+z@5G#24Gur3YKeF*MWHNE#C(odTKDew5J_$nh@ zgYf`mCv1SaN*OTr2F(OoPer!Jv@0#nU+*$4(V0ldZ?mWjzb2f&i&_DfI`y)!A7=Yx zZV4fB`7%jsZLn@*n;Qx0$nRvaj`Y$}6A|{o>If;#$4apSg*NJMP|WbT=uT zPdV*3+>sv}8f$AoFAk{NAX$Rwb9=qm!&bFP>%zMC*H~wP=wQ}Vt{G>mtN^N| z=EToA*iG=B{jPxEM>RIpOfBc#3P^gQoSprG0_RfkPj0O!fIgme5auMalQU+Jo6$@2dxV_v1kZL<^P4YW`lrlYC z)vKpT><}G2_^D#_ndZ3)%#QLYY^{aOhs3FNLS{4iK~tYJ+=CU(|1GAGuwFrx>2P8i zGqCidL5V^uI&X99N0J8$a*fb%V{QJ|ORDbf8c2TJD===)90kfaWzFhS=wN^oMPmmH z%Yx)#_EP*s0vk$@>8>E7##Ww8L!Hut&XI%#Bvnc1I%+mKjlf8V4}45n1@quCPhTQK_K*&! z<_XxrE9=cn^L{5o%(5GKsG5%7OOiSh zQNYQ7!Le#v!rjj6qn~6X$~(!%fsiFPw9BeSYELGiAd)&CwQ&b|vq(x6&D1vnQm0+t zST!a(4N`l&3wuWfxgpJ?<%w2)9*IbYAg1WV_CMgwUN(|1hvC#C)l z4MWZ?ZZgJ@DiRw5Q1A!X<8~5QOSXS8=8$m4uY<5%3f=g`|8f$!7dXV$ua@~Qn)fTt zaOH?hv9p31^)rAh+k?L|oTvVZEgcw8%Zv=E?C$58&hU!piq1@-3(H`_bfVrb)R#yN z)}A&txjVsWq5iV!^*{&hN+0*0DVm!crI?IiWr>m_n1MpJkpXy*Xuj9u;SwIfUIK^* zy>!W-bW`R;iD97_uK_L;dg~RJgPt5$#SSqIB78hVU7>0|ei93URNurUD<#@!y1$N< z9ksR9wDnBwx>S;$$BD^v(R>09`GVaAR&gYpP9PEsK!gFxJF*=x-lxq$7=7XLjQWLA zdS+wu#SqQ##h+|HP8gG5B>BwDCIfVEvHQc|y-7@=C0@$Hy147Q=~U#ljp)3-V{K2- zk&h{AOGKP*r1vcKl9>Ec&pfybj)^(xQ}r2}B0K7$*T?K{5ssB?+!QkiH&D`eRzo=F zs$%yv%}?Rt{g1?Vxl8$1Buc()KUS3~&nr1mPG)uMyJTW~Gw+}hX2#^$K0f80kUT-^ zec53#BKq01g z{mMBich9GN`OEg<##YG2k)Y8!w)JGFUC}*DU7@ujDPfkWJ!JtvvXm`U)f9MUImlQEd88R)YLdExvD~}dc2yz7iAuh}Z z2&|D+fY03NxgyO>NwE`JKf+;4Ut1ku6ZB6gAJdtw$f0KTTuDPH3pG0P0(@#I7i{%c zJx0M-mVE!dj?#cX-|)Umy6<{bhVr(S3_8$7oe~~x{D=Db{0uox+8|nIubsrWrSAIq zALi3}Gd-{Zjg3}*H-?w(AQiC#<-;GgOKMOhxl@n;bprU7S zvOtCLM{4+Jfyb8TrBQ5&UVW(8lrE2lb3$Q__VzmMN?a8Z@w0q&a%#Yi6V-boDAx-j zRC z1VI|KN6WG_v;1d=_&W%q6uhwE|Gc&FQ*8_$ffCc^*1X8P zpl>nylW^8VId=G&Q=>hVh>c^5n5rBOR@d3NoaveM1qk8mMq|`H z=%r40vi>EF@Auan&3uo&Uy48mK_T6~&=Lic=W2C=tpM|@cLG`7b60RAYWmC!100N- z0jp*`TC?3#SrUBp^`VF&UzwzXB`UThIga!xTCOjEZ|+TBandwTrwz$iInBo#$yMS*<>N{WMBaRrZ{f(r2^|SJLp^(7k4KcOH z&YT^5Swe}YNRA5>Cyw1((lC3dh}9k;Jm0L_&yiBO9tu7A#q~f8I zOStQ5zHVCw9>jbvd37hZyuJNF|Ek}MJfJ3b0R+}+D<+0oq>JF%;JTB!GfN|AYR%S7 zt>)_ARq;-^ilf`F#=ay$U|M#QAoOMSswJg-Vu_4TH~psA>#vI2Urk(Lsd z#&ZzIWcT}PKZc zKRYttmy+qgJI{UIkBpnE@Z@;Tc9xgX67A3H+4Sr_nEf@+nI^cM>gCoL*sOr%CWNwD z*jiOff9SO}Nael%J?xpe8pTZWnW^Ww@iw^CUezjP0sx5rWR)|Nt9joU2YdY@h{YGi z^S0z7f11=-)d#VzM@2^y= z@>x8UI^meSa8NhDOlN=!`b0Je1=Lc2;5=N`pS z&WEV87xq1<$96A|^HKArh9QrKOKtPlWL_;u!zS&dgwwF{*NFaddAf7PribD?W+UF|b>mWqB>j(5Z&V&OUk9p`JLZ%Qv$(l$hs|;R zLsdxX5+p0*kEyM6G&OBTi#tE}cahy;cHt@%(s^`U0HV#c@#UlrVfv0DX22?EAJDo$ zB&4$1Gvor^Rw}Nf>Oi6u7*Mkdm6!*7Wblr#HzRcdMlHg_=d1UCwVHG`uIN{fV)Sc>=y2TqrP~TgZ$(Eb-6%0>lX$ zpeGZ=NsrdxIYsNe>&-8Y84HmY3poh#*_AP%?B$@pYH~v&-ba6O2|w>OS#ggO=kqZ? ztS-Slf%YnJY(|QL>%L%%t-y?tef^QOlVn%W zffiUOJMiasnki~haqX;Sbn(cKd0AOGKWJul_g#sR`XjWL`NwM^#oD{$U4)NWQlZF` zJ8_RhE2eP*hUnvH7jz=i5NbWT)i%Ac$B39a5RgzqUC)|g`hPF-m*6570;ZUMyqJu8 zyv40~oO$6)=3ifL8tLc9+lOUDvx>7Mw8z!Fse|Y0{LDKyLVNc7na7Jbb)8O!o!G;F ztdU1UDu>QYy#GIpy>~R*|Jy&_R?%TpwN<;QQqiYluz_B$L zOTBVOvk;ZPO_$?rc|jb`)48HAAZaO zAhLHJQ`Tgf&%tZJU6cKrt~{r0wSTvJ$>RH!Ogcb3_2$1QKE**m3>`7o`zS8g@E^5< zV@G-n<|jX_e%% zBPhP;C8_jeBYhCSw7&d=IA}UQE*37OB+qH>k?~CF;+Qi*(RXB)IQ=o}V*?SmY%-r7 zZ7(QgeccbCHc0RH@|m6=lueg2vijb~PMhs{Whg+WjLp|nK!Lm-EUL0{zv*5+Y`2^7 zwaD-i22t2&n8bHjZX|)t=96hR^kXfkHikv3SV1TlB_~bUylPO?p5OPQj6KP?K<_cG zD!*WG&Y{28g6ga`fU`qqy8YM85j9Z40M>|7-JW%e2;3R{x7^*F>n)OvllAye zCmVDHh`;!tD;9Idw}CulMZM;bo{3kkfM@Iu@!$NoyKdGv7r>lGD5`9}G_NcP+TVYv z2x!>Wb>&`8=c?xPHET1zR4=ycfBnV}4=bU4oY&4kd~%$BSgmMPEeh_)lFv6QLB#f7 z`i)-zxYG>Cx;Nzp{bfi7{HMQtAG)UaCeu|76<#4fNS*0tAlf=AUn-($^`>o;pca1sHFH95a#u6{uMnjsVXExA8U z-!@RJGp$2g@eTO3JJ&TbGvluq)DIYJTn9bqr%-DymG2i~-!Z--(HFSw$~HHO+2aPZ zXcdzBWeU$(CBB?(1bz+85MrnZN;;dpv&t$mAHegJYVJef`DaC?ymjx%kDk2WJgvh5 zt}9U~Zz--^W+@ryf6h*cT5S)sYb09B2TI^*lJ4^Q!`%}7?HfF%1Z}& zr0^HPYXFH_Fthqnr5Y}h>04u@U$%Cffq0jklwvy6jg^fPH3wAE_r`!+GxL6d!Az~h zer=V6b_?-p{ENriR%zl6(Kv_|pk(*d;=(f0^#wAntH^YspQL{lmwnxtTcQ47S|QHz z&v{LhC}a})w7C|rZ@KnBEyfWHfIvIbUjVcVP)8fTe0-7O6_dQb+FHR35$7vbYLR0q z=OFxELrzVLW2~|`X^dm{|(`DpuiW$@J zsS=9}(3}b4ZI*)Rr1HbC!utFmQ4`D~I|b9Ox)R1>ZDs?TT(;rOL$VcU8f%PW7twATJpZ13X4u70IK9v0y6hGKLD`u zLY!=ZNharj?m0y#Pch~7c_{v`mrSCKI*nRFeL`?*pq*L^(;uQzQpkXHo^|FJyuGBA z_GqTOgI)ZgLOV+W@TRSZta|SnKCyqxh%-q{EnZhnM^e-oP*a3WV)K&*d(QXMVCl%spndq8?{<3w3nX0V zxsIp6o~5w8&7ga};!!OpBgEL^WmE`MbT4@UP#%ViYX-+J8k`pmJhC+I@<=#rEE=w~ z18gO~o_P-WCT^g093X_NTPSgK#@$^3%?5ip8q)xP$wx^sP#ogCra` zWmtsZvj_Y8zkgt-z@hapz~2UP3b@rZ0*;qobB1hv6~b4DcBgEI`!0=+Hoh@I7C?)| zO{@-r>)uDs4_tOUo3+<0Qc84IIp9KP0?+XYxCXq7tY{k%1cGDoJ`%6jJUNFafD2%# z#oAf;)@~>%5a$GNJe?)8Rv7^RO^tMs1pK5jc2+QvmJrvvg&KI|%Zs|zua$G9$2i$f zf!}`^S=(ejMx+}zmX16&p_~ex7rd+Kx;uCam-i?t(EyfM7zd0dhU!WBK1zud-lbQhZ7_r&pEREvOy(60S6O&bk^E37d8UCkam%Kl>u>$#mLGdp{-o}WW@RZGZ1)Gqgi z%ZaXWQc^Uqe!ddIUXLh<;y+@fR&NvZNERM6xLGqk+GR|>-Z?p{AC z}ph*)IbSsZF&X>RU)F+Ou#@ zfA~o<{^+L!qFa7K< z9A2oiXMby#W;3^%?_YO+f8dTEe?CH+ys2Re^x<6n05NCyX-7v#st4oss!g`T+INkp z`s^Rmid(+c-4hlJK;Tr!JN5QNk+zKchu7o?H5QWy3&A1%t(&s1u*m#BUEs=6h6jFE z^XT~{LhO^?A^oyBQTB9?qnGW)&uNlLO&o0C(b5(_Cr-cC8S#9QNh=*vOjNo;Fjhm~ z$6DrAtz9(?8X)y?$=5uQ#`9uireBX}+IaHklf~s-Z&b>x8=JPw%8=p>?y3F2ikxO^ zi--R0Zt!Goc7~%g(O;c>LXLN{hv0a{BG0>ECN&??4Kko<@EPh$xi;yc+;_5UJ56U=8?fepg+4Q^@oz6W~rbD;{%42u1n_ z`<g%s(zN~22vDSOqGaHoX}6C3UW#tpT_zrL!l=Nzd5A$* z`u+m(5~ZP_`E8#Hh%B)DJiL8?$4|oX#~H(;z^+0eI8I29OD67VR*DSS#`}IiMZ=H$ zn6`NKtSLw(v=Aj3qwe|Z5m8N8n5kbE``D)BE%PtKeTa@z3D&59`pXPd5zuy`9C+|H z!uO|lVWhuik?6Zv)1d2vvs{VFaOMf`;@w|(yy$5t9#9VU`iJFVWmI>cyZtT9`Q(Wr zekZUZD20513@%``iGS=O-KmJc;1ntgoE{vgzSZ65$iA->$ePeTEc6*0QtyKe2`T$- zaW4>sMSkkW zdaWo|+Ht7F54;b_F3TFJ=UPD{l-?F+HAu9*VKcG!t# z{D}Xyk2p8IGZBwV72{fxe!J?JCnX)?SEUpReGXU*kDLLaBp!eLPgv!>n(f-nv_PATxUWQvtoesw-&Lv1m3j975N+MWHZb>7b<*D9;yD;fuhVY2LX z)9LGL_T#;N)KlhMl(Tsp`63A49?CImB>^zSB20=l%cWPg~twkMscyo+{m|f{lMRnuIm-4a1Zl105 z_6>CwyHVZMBjG9Ko!E{vz!Ywk2(06>tv@0zL8okJ+RX&BsEmQ5SeCTS%2EOx!bx{u zKHP6NX{VuHD)TkDr9ij8OE^77`CpIrLPjyT2*hGdV@HGgY<4Rc43=tG2vVH?b9qRo zn^Eyr_WE;dZh3k6q_`P=$7o&iM3fz18rE-1D?h74uyWVA380mXKNBjne7hWE8Vs^TyibYqhT$X+=S{{xMT;O$kljZ5Bvl3)oOZ0HDBId*{Sc zsepk;3HJhx*c~7nT>naWR}EVQ`{((NO^UVOpDZtLkjg1v z2ME8SaId@B%{~y&o|?sqEvQ*SQEkXXn|LGKB|PY3Ryj4ZV4F3Jr$Gt$_04Q|Ht_FMK+D z=5TCQ?$=r*HP}97%0%qn^QNV!OE(@qUhmZU8S*{OW1$dt%bOzvEcc-tb?H)eXhk+djd_!2m_mg#Unf4Xw0}ZsoD2?)dz`AyA{?@U4}V;siZEDm2iv zlV4fXeD5O}NaRV126WL47CrAe@6TxPijDb(v(SK33#n{*2*CTi079Fy47q_WK4 z?RXHsB^rr(Cha0kS)F&z2<0~1eBQp?+4&Z~LJ;YdmpuK%1SP7nvu!+d6020gG&+zy zqi!=d@?p9>0A&RV@yhGj1Zy|>$S_|e%q^vl%dQ<<0+GH3l(e>rz> zNwjHOjD$!N>c(a0@BeH<{&muFFTY z08N7VS*WMyAI{fJ{&z9-lhB@7sm8a>4xWd=6YWq>Tr-ZJFhgzoP}3=|e6-s6#Dck` z_G^hyz`0PrWPP%_`jrD%Wgcl|`3D1r6sh!AAoLRKW`l*EmjLq;B{ryO#Jww>VbJt7+)1Hu*PO|gC2d&=$BiP|AtMn@1J&K$LHrB4Rw6t0|=?N#qqumOk zh-?n^P5lLl%~)a~%SWTiM68jaR*qTaP+|D^Rb z>xaBZRkz_+9-&hpqm)g1X~RV$QLFpth#cR|8W}@Xc=kaykyW3Y@}>*?Fn}TU^W6Nr zR48eGSV+qgAyI%GwbY>uA(bIM+QTHx1I|Y9(Zr&YN3L+h{zLb71KGtd4`M( z3WaRNvY@^_*x9UU<%f=adoO`=5h?ZsPw9nmIJtN@JP(ne|-I=EI=1p?< zw9($pLJY(+a@&b~D*CToa%?I8v5lRUDHj_Y@tBX_<4ypvFd+W&5I%AH&IH1f?2s$1 zc-4H0rB7x>DC$_{L0jLZw|Pv9o=oTTd)fO`Ch{}GfGQPFAlTbhNyh(f9rd2;b8GF{ z?V@^YANgPxC)&PEXh)e61hO%2bN-&MEwh>7EZE|+(x5`+SVf_mc^njb<(F(+5#8O& zf22;?bf^~pur#?;=H=82ShWetw|@fPLMv=78+H;!c!7bsUR&ZD`R2&L?sS^(`LzZA zaUNL){iztF|2iUa4OT%S5Vu&r0pMPsJs0dRL(-)`5s$juP z9kL4HRN+*iqv11AQJ{BGQuK_!(q*4oIx=R~`cU}fs+dZ^mr3B;tm^FURlvl(uM!KQw{=B675QysleyZUhKMNQY0m|~@fZ`^(m-KPISYDKAsOMq zYgK^Rc!kCj?{RY5LIb+GbjA!AuGWwGExYhOO_A3rTl}k^J^-e<$_8JO%^Jy!LqMTW z{OPFx^zfUEMK|5xlF324&LH(UTvWD&9hAuf+#?dM*p}bH=JTY1CjBp>>U5m(6{K;* zwi&vhuhW?Z`V`o4X^C%n$vRul19JP^o!2Fn>Ge}I8#JRHTh0r-Z{mDZ%%eO%bFqQ! z%Ay?NAE-4C(fttUPmb#(`pfHxuye|#7Wtfs<$mq#AJ5Ol?~WNhsc(EFJ2xD&>U;oq zz%&m%r$;teNUE{coyTp3vM}F$zhhN-z;g6tLphncaQvKC))-0r7BV?P=Nseob%U~j za#!i$%@798IkQY<_O3}Oemindo+F6wrn7|w2J}!4clmU-u>#~H@V#3`+|F3nrT`M_ zne6?!5mKl8K>v$E0|HjH*fS)F2?Tn0|Cg(2wLJOl(Nn22gH}bWVZ-D$!yd*|p=<&u z{d-jKM+-=`*{^$6OlNj|V}k1NCQeJ0+x5??ToK0PS1SamvxW zl9lma+aHdFXqsc0x2gB!ohi3@U3m~9@Nhr_Zc-wDoW8Wq=rXUGfxi>E{72I*SQU3! zr*zLQnz1{`NjUKOC>LQ{|@R?dz#_qkOd#M=?L2okjD3iL7w&$P8nx?yijP*T*#Lj#|h7f|InT{(<6W8I2y9bl*~6 zx`ACI-|C8(6S+*iVk%=k`s5{_1oQH($BpEiD7jk9OP&>8?Ey&vBDtI5;`PWi_SNJ3 zlRo@|85a3f0n%~nK;z-?c(uv6mvxis*a71zHl{D0Xt66^L+zH^r<2B4w?g@G?`l&Y)}>PQs> zcWzGneiSZP8i_jWG=9o?!t{;%GOCfqMP~|Q4_Yi#OI{`8%%mOrDR(uvZ|ef^u%N!3 zts`jZ)?ICE`Z!+{Lv5xZT2vF&cZ-!;qZVMvYNm5Cs(+4NroRh4>W`M46uVCq!=z>U>U4(rFuW=avy6CW7emR|_E!D2&hf%fJl6XWdeIKJLbmXbVE8b4*3 zF`KvI@gAu8wzfXLzIK2()V5)Fz^WL<4In=jw;fo$oC6HE;HH)Gt70*NRVBfG>?*Jf|#7#&!JiCTnSNI7}*|^ z@H;TjYA(4ndb#clvT17)IyH?X$Oj9Y+1#z8PfB-MYqmT#lv|pbiTN6L{gpi zB)KW7ZBi68nS#eXniC=O-e=8Ykz^T%j#-H?xRQ)fSf~1(<8M`f8W0YX9%VF>DdzY*4{e|Nx@Dst$7YuxTPL)-P>E)+59)1= z(KK-Rbo4X82)F+X@27PRC}VBJMji9$&$H)z7^x@%g?w12b;h%#8-Nrpw)R+@k7C{~ zd6-(f`pUS_amuf;(mrDuQo{UVEEWEy2(8V|R$hW5K-XMNe@o2 zRyL15>yqg7Ne4$FeCv?n&)NZkUL#;rWys3SIF#3%^IhG51XUe$v6`#cdf?&-OdXJH zJ#UpMtipz;zFHYvP$k$lP%bkGB$E&y)gjlT6m(5{kXzGnB6Rmp?rY=7A9DM5t(HCm zw!mw=vnt{HV=EDxcd78IqaRNw!1%(EpP`;8T^C`c?vTeWT|&)99b({qk)MIT@}gwR z9Y>0Gx@DVOr&9${&)1#g6aRWAL)Sf;ofLH*(GMatJ?{H6$HRV`5B2>Vv6>bN8Dm81 zZh@c544hC_#ai4eQiKN86P!foVt;>5(1JQgOI}Vn@DP_ws7ep!nbw|tI*`XIuhY6^ z(}Cy*A5Q@A?(idsqzV>iaAv0xzyz~X8sG+`Le&4$fyctQVHL{zsGSx^z@6Rgq729W z3!QHxMqESx>Q?a}3VvUm5N{)r`A|_!)u7&n$6QOY`24`JsbZx75Ku$2yc`Gm% zODxkF0VDSX6p9pKp~*t?rVbZBxfg3Vey@R=D^T8H7&`K^w1jttw&;yK(|Z6D>$`+e z_=MT8t$RPyY$RZ94WyzuoJ5ShqPbi4W3Gdh<8#I>nUT}VHD&Fv|rAX30qqI(h zDSi8L8zu3#O;~2Tjjv=KkjOzeo|;LhpYlUFEDPZwMcp#=w^HZs)<6;SyU^8k<&i)e zvTCgu#0%`Lb7rVcFR>A|oqG-;BxdqB$d4aQBPy?%8z`Z$r?dKU;|d!sP|MKtlsfc+ z1m9B5u2sfoPw_*X8ZE0v*Yf%UXUD<17&^V8QU zV+N9GVd%)IGCV=S!8~ zH~BG|{Z|4OLPNUQzI^m)#LM#N`$L__L4Vh5 z@5*w9`r=M`OZsH`p?S?i*Nm>Q`WcUV*M$Dv^I&Ay- z{ACo<4|-H*jo4GTmi%5iWST8`ZY`-(M&IPfp0?o0N2}FZa0OZsr#G_udq(N=D+QGX z70HUF{&VAYtJ0c@U^7sjZ`bC6ztbe%S%gO&SxIowPeXR>b`KxOf-F)_+s9ms1&R{D z#k)tCr~kJT*9tLxzHbUl?fpRD%em{tRU!+p5+*LTa1}q1Qcpd3#=kNceogSGFm^is zhto!1c5=1~eXtPJ9?E_lQ7OrG5_o+~I)&x-^lD|`o+9^ym$4itT8|%)@}yjNyKi>Q zr>)+gFBUxT7xa_wb&?dTYuJ0M9?dT-_4?FAezf4gsoHr~h(%1?#cW-> z6Oznf0Zn}Iip5{dRpmhn`UT^Qi;8XwOnTES1sBbrwD_+}IDEc4{ota#g2nUqBAl#6 zGj~U%D4Ewzvre*D!%vCL1Kx!+yCOWA(&0hl4-$iU(*Wv9krlvQN9$*6mjvP%2UAE9 zc>0;ATN*tiP`v8ZCNJ6}twEJW`hUa&QOVeO@<*K;#sy*VsP0i6V1jC${;J}}_;S}O zZ%hWn$B+l)5F}fz^f2YU9d9sE@r0>_oXW{R8i1Rqu;*Qu#Tcg+#Veb`KiVaXu1Kl} zkyZ6J5AFp{YrC}q3#(mZu>4W8v&Q#UmeirIaXU)nC&_n_4D8P;r)2FXG?~b4)b|v4 z5ym0B$PGzz2HKq~L-*PkpbxqkevZZJWossQCX-h2<=%tw+^5vd_h3}9ggbKGw5A81ILMWt_d9trfyLC{TmzP)Uw2EP9e_)%ld6=Jz^{AoVC?){4 zu>&yLtFW~HQA{wh+!c$b9%Usl_dnj}0sC5aYexDYWH?uklRDUZy=S=Y zlk$DdF`zx*4v&7dfBdCy55PfFKzEA1$~?adb^j?V5~CpNbLHb$6V=`J;ZXEZF>jD- zq;a4;090!lE(FAg4tfU4IPk}$zDan^;*4-a6h-6#D_J{Xpz2&bvMVp_^lQ_k>nWCS zcd2Fpjj5b6&$FvONVATT^?(i&jJaaxJr#u=3UPwbda4ZtucExlx-lGVc1QdBoJAka zX`9%i;~Xz0tu~m~p@5>fK~>Gs=b$;sJrci}_G1#sVCQl*=aO z-DmMz$(8gx)d*=dr%i17u|g?N3d=j@TV0GHK~6G2D6hWNCsDeh(Pr9`4@~njPO5M& zx9ne|PtPED4!d*wd~=(Qn5j3ut5~(@Ha+kb zp50_50C=NH?0>4WIc|Bb@Sz31%>usJy;$A5sOyvODprd$epKN6;Ur#0a-%*IyNur8 zI{v8W03d1~W-s+etSI3B4970>4*8LuIB=cZ+gpY)vG&UT*|n4VU;{qLK+Swkgg#pG z8KSM&u{w{G)mxvaY$!VGoZ{PInXB4)Y>x4+6&k2QbA8h6_>u_OC8=jP(5fy|3Uchf zNt^5{{(po3xiZYzA(tc zDw0^7UG&!R=F_Ek?3t5&8F~C+e)W=vd(y3&&sV4{56o|IQ&KP|&<)0iv(sNKepuw= zmvidGg}E{+ckh<8Af11Vq+hzRW77J_2qYup48W1`#9dfc1~N?u%=G#AjOa^j3?(*x z&1)JYzboO=)CC!=+;g8zDfsBzXC-DtP``40s)*j_&h!{a%l`g@G9Z!HWkC2ZwExjt z;;Br5`vMGG!#srT3BQp?wA}Lvr;sHJqJA7U3Z-8Na8o$3TX|qbc~_}!z&Jd(hdOrJ zZdM<#657II#{iUHB!JmXS&mt~$;aPJ^Xkd(8&nwCVY;@yuBx<4X5H0#SM3 zKxXg{H{E*uQK!0nx6CaWe|MVZj&AQA=6rTGwoIa{tLxDKmun23lp<&bfcG*z`=X*j zGQu}(bbe$Qu3t{gDGdcEWXnO;$lh8qXJOS+Rd zZCYQC*3sDPHa}QxcaexL%{6isX2q}LuzvUMdCrU&Z@&KW(Efh9lxqr#{Nqvt`D2U2 z*_tQv7UovHXK&&;Z2FgiY>9MWpHf+encLV;QM)OAg|$RM$QrrG(1HoER9v0)l(V#_ z%dbN@K+BkP1|#_fhJ;Agy$RVgvu+K( zY4+Nx=*pMuFjb!@D{-cJi-9F+bd&04Y?u`c;Lo)QcQX7SEHOa&Z9{^*4}F4!M8 zRgsaD0E#A6hsPoapTfK~ti|eFqP;j%yM&yzuZOtsrj26}f3@2pRzj`|92x&Tzm_fT z9x_f48kI@&X>H{Cge4c@(YGv3O93`5E0I1qoekGh*F*g48s;a#&(XnaVS3j&k|CRi z3!t*}&P!8#!>Fh_OOiiVMjD!=?!mbG>=@DCdU6JTUv%`uh*Tii@!P%4c=O_(-TS`W zUh7@dY*xfjJwL4-6k6mbKYDpZF3O3biZ%@CU%7YYBv%88n=11aD7Nd9O?AHh!*zVv z0^duJa7x0}bp`}e(?oWs&V81=idf8K*pXLr$Sti|-_OeZvl_MG`M*>>K*P-mxO|EM zKmMl~Kfiy9_mKDxGYS%<11anglJINK9bku^RU4f z|9y_qnLawDbm~kl4mTQ)tCbsM7X5VhjG&FNVlX9vC(ixrkUwgDmJ+nnwPa#0;blcU>%p5V>D%hVo)kKFFUOwgdtNIl zKWzcH!zzsKtG@A6KliI$LCbB8WTd0OLJg5P+mMhD7tz)wJ4L406)rVv)wA`Jpcj@0 z9F4{mWT`KtDNb9NLgNXBQ|dN0UhaiL4y#n^Tt#s!_NvJ_f~^<)tol!kNeasHL(H(e zqM)Ld-2VYhZwG>gp+*0F^Ejrm~cBkjRH%DD#;wJyUf z;9~3c(7nA+`0aL}K zglDxx&broDnj!d*otvM%D*`6RT6${za}R5DU>8H_c9JhZdVL3srsWy!GjzEH;oiI+ zyl|CI=#Sg(IXj_5k=VaFKi;>I{6sI=ieq6DWi+Lm6k$_b)b8I;aR9+3o*XbitawEa ztXjHL0DpHS7#j)*q{#YHMEJpxa#wX-xp&T3vPk>6iX+o-w_Q(E(Cr<1UE>_itSc+0 zL5e`A-lW@%66v%KE3`Db@Cpd-+|r5uGdb=4Jx_H-nS;XD9|9oxROlYd0>jaYnI8A3?mKyTfOSZ~`j@o`LWp2NFeXZ=4OHw&dA) ziqrfm_i?(orY~=rSk#wWZF5F;ujuX+L7%r*O}l_~v|lSScfeB1)o?G`>-e9UGaxB8 z*cv#H4WJXc=5u@TT7We8{YArdcbe3`uh86O?+EYxQ{By-+wxNX_bi)iW-d2I0s#3^ z-Tyk_K4`JMiwfQc@oh625BEVEUN_F>rIHM~>%a85|EDQqFGe)Z@2A?$=+8WVBbR$a zj{@UCoe6aC?Xu<)6*c2dell~2=0SF$%m-^GsatiIp1tmWNUJx9i!cax9WWQTN9_+} z(P~|&(#nniih=i?F^}ftAy#rmyq@!?=-k#&r96abmWD0|4tqD|M_`V9cJ;5r&1AC9 z=yoUuScX-2GyKvxF`woyg!F%K(|!ITT5bW@3|lA^S>F)6=op-q#c@%I=w; zQ{`tCR za;!#&8Et`9#9{t9M3PJFv2H*jYEZJcB@Z>Iy`gb$QWn$BzUHOYJc6JPD|LgPnw*=} zW*r9{dUQjFe%h4|WHFI#@o=`pzp&7!7;Rr$q5G?6;;8W}J!&!Y^~q0+GT4r9b6W69 z9PBaA=S(oSe?LMvz_?rJVPV>9dmY}66)S!8_tl2{_L$Dj`lH0{vAR`vfk6sytwB)a z5kJqvM#%B4DfS9TB3yS=Rqfz6PiCM|E>65n(BbBg)g%W9oJ{ry_68lDH&)ZPIUfq$ zIFwB=-Ip%28xBeh)jKI0zPG(;DIrD#SoRLKRr2_im0mcUjh#Kq%G9pT7>&Ewx7&61 zZ!h_&!~>3)D;~{9oKs4zW=JQ=3Wjfl@46jzT0ga=@Z7>JO=OkkK?#tCSR!Rxh*KD> z?LI{9N!BGy(T3RM2)ZPD&hHg>NY#OM8jAgCu06tX=_Ruv)&3~KE>i;htxDZ#ltLu@d5?2%gxK%2AEOq zvjSiz9k_P6Pyo@>#6PHkM2Rq=LSSfssCJh+)`NV|Dw**^Kedh2#_NY8rJz2b=iaMJ_=CYtU}lFWc1wN~i(Fa?Z;b$~AU z&ooT^Q?F=cUyTV@n8UVO)zruM8*NI7#S)T_m2d#Zv0X&>$jx|cSWI;%omSPl4Jr>^ ze)@&02_c<_{d_(C3FX~)UnGWNeiNqTnVr~C9qe5nS+OFynhDxZRnWRjtx=79At*cZ zYO{roeDgAkRl+Q&g)_i^)LSj%c2nNKHetoN2WpVzAJ32cv_i0BGv&@|I^&K^%bXhe zSQ^AgWmAU}i{A2=kTUC^pPd!=Rs^PMmaBP;vgYP6e(et6&ZF^2X21Vn7&)Gt1DBLj zvO9DFtk0NoC0S@zG;IX~0rH@QMoYy=$ zz3aW&Au{lCEasX-H`{r>mlG><`XNCf`};w$P+x$ zo01q@(=Jcx=HhveWBIxtEpE@A#m#(?f`3`p+?c%C$%!E>&)K@s-M>Catv(tP{N+sz zwG(@xp#IdJU)?Cb&GbesZ4tv%3?(m^A9wfsNn*t}GaCe7NYrNTX6O7~NYFF*=Hutv zuF^b3)OThhJ^y>R{qIdt@m~Ri=Kt=}DkN+ykrtuc>{FtCv>-@$4U=XX+l6p`Fu3}h`b5P(EoAds9YWz7 zR08oNCQ(7v>seVy-1DwiEo|OB30>J|(hlrOfpv{>T|uv!jadq!kS9Usz%x$hyZ?5{ zn75g>XiQ@gI%Z?Rqt4szLJ9Kw|Q&o{=Gf#K4`nsX_AfF ztgeGq@Tkz~A2ux@l{XV!0j$R_io0zUvX>#Y_b=AQ!sj8qKaJ&&`La%sCg_gIV_67S zdQmBVcw%(%W}!a<2JE4YH$q7)s{I^=0yj%i-$!Yx3g^|b#S6w(%KUJulSWgJMnJCS z34cOp=Y3zQ;3iiHIGm?v_-_Cmwt3u%w;UI+RZ{co`BrNR2#5J!-p7d9O&exBmad&t zvTC>{7%0xPZL`yfFSoiW(vn5-7h801A#`7u3v$lvZPEy)+dczD-#$kq)BTFrb7 zD~#HoIh^CpBF=XED1%jMrN1G(AOEF?)XT1Xz}z~IM^^&;f8QbPWyg~b7%K={uYe#N zyXQAhS^xV`u2SysjQf_&fQKCNd$7kPC>P1FyQ^i3T8Q1oR=mn_HGD|z%QEe-Kto>Z z^7Sb?cM`80nO!{JVgK-J`NvGAy-KHb-;xd)8^FP zQu3z|L!G2p~?`MiYyi z804FujmVK)fKAEyl^-?L?1WRmiE-0^$@N-F^Kk#gC|g5nKvlp`!T^rvY-W>g*1J{!R!?uJ#Ee*jm3vZ=OIz@@zuJfk?k*H5Wc`~9? z>j<;so7HBD(Ft|fGPo9i5klru4#5vyb=6hQr6{1r%VE}M499!bqrY3@20E;>`aa^h zM-q6{N3r ze)Gna=UL%y6v{O5#kGdF4%>U0|H~fl5v<}ul|nn{D)HZ%6hMDA=*q~Rb0Intf7cqU zX%$aaN~KWm_VPx<7hwXE;1uesF6VZTId!2{(3tPE%e_518WA;z%Bm-II&<}hc;kol zH)BJqL>gLFi`c>4H|I!d@8Xz~TH<&NUlAAwMdSplscoHCFxxSb3N`La3)H_7{()vc zE$wt8lW_fDo5=P!V5?*%9b)wp{qblo;nB4%W<{xcJ6mnfZ6a*cM+Kd@T;Ji)+Q33l z3;{gha)f+@xo*U0^WE3)b83EL=1>#7jCB+n61AwCo)x zn*{3)k@YXl@eInTy$k|Z$3HWNhl6DJ?r(`#zUSiPl-gZH@rEKeR7YzR zE?{4V2>CqD->6=zQ?^qG_;va=WuAvj0`)-Dr^0IXHT%8Ygd?m%LJ@}p*-;YF>xDnU zDz4LxrJk0witvMc(@B823t(cl zcn2`Sn=NQ%DqlX@;;U88K*4MWF9ezv)-VhZe8>fGvEGLn-t3CXt~~o{+1YCkPrbL?NCxf2#SmO-NOR#lXcy6Bkq5ck25x>^NH#GR4g*-0$}EE$a7 z06;pomAf*0WJC*a@wHV~%0iyIuP2;a2g=l9QfO18?$lUxH580`w|6%DvKLQuZ0QNC z8EIS8S~sI4N=z8>CR+~x{Py+-eIaTg(N;1XA$?jjw%!4S%b_wqoF&dr1|;9H?sTU8 zw8!nqQ3%ac z{0)cG)!3+fj{rrymto zcgN!@gWVe+%kd0Zi|#4020fdk)hPDS(eIpYfVIIN!T5NzhMf~M=0@*)v+I3@u(9Vs zSFfpmSHmUPkgGWcD%2t2K;Cv{$1(O1(BvO)ov9!=dj84CTOur$%ZZ{B5` zq?Xz%dkQSqjWVT*Jv0fR!Z;y`NKx5i>4hdBOIGYc4PD!1X$dq-B6U+y@1U<#kAE`W z6n=TMv9UcZuNXk?+>6F#Xf@fvlxmBPB@~`}x@pY-V*LQrxrJChg zy6xe=*p^P{zK6B;rJ_C}XSmMq+VEDTtnX$N7bP<;+$s%8u9ajRay2lnM?>~0yMUhF zI*@v*w?PzYP)pq$g}brJd=3lklVDqCoLK!`XJ9<~GT4@}KoqRPSS$bMnOEXvJY(Ix zJ&gTX+G;HOlx&VRbJitd-0ZdfRObMtuVXM=AaI{0$qb`RmkMmR^;lctul4PM*sQYB zhHW-om(`45vfEw6I0UtrfBtqCwMu_`6T7$fD{chniz~5cDUgzX-o;9ph}+p21tg&(TN8OpM+Kpmh$GJYAE8S6 zc#|*82x>EB?tF0gHc$k=UF~(2vAQ0*Dy!);0*zx*Olp$%Y0ZKEBf&zm4R99$Io8OQ zfnakRz(@_`*&>_?{t*exHWFLEvWMzkh?43=XI$$NR0RwByn9s3zSjdo&Vc z`UR4zYiBLx^=qA!&F05r%SHPNuwe8hlp!{>=eZdJt0S4Wu(AdON7x~n>UOG*#ow)xrb^^;bJy@}- zV8wp;*FpF1U^;ky4RlWN#XQOkXdYtp&FQ|u@GKWH^Oz#9d8?jLmgboq;Wc~{;habI zo_-vy$9-jVb^#owSQ^Vst@l{7jD;iXK%yklO6v}5q|c-NUipi^Z}+W5a^HHbt4b|w z`<-}e`vj?d!Af+;LZeE9A&`%YhVHvwE}NF^gR;S;{h2|<2<`|thWavtw+?dZX!pYOeb#dTrXOCPWGg)XG`T4LDsM8uQg zqcofg_MjMqy6CX1UR_NPAM=Yli6iF5Sy9g8PnlB!gsJ_Uxur8g=u8aajDGz%#A_Bl z2w`;zq{;2u(8{5cGIkLk4et(qX&sL%R>9HCBJ%W^wF8#k50k}$~kopuBc)xJ-fqD zWm$rSYQ|u&)V~(5bQCVJ@D|(-Sc=YHQV4Vn9)1*|>M-1TFrib*D}zjsJrxt@8O%_q zl#Zi{b>b`|Z&PjN{Hd{@W-JEFGMRteR`{6=mi*gkG$VtDvopJ~HS)IIclMN_UaH{|uXVm% zKe6)gvVoPl=m+V`iuciHA$z^i#Hs$A$FQc_)N?Rg-mr8 z5OZI-IJOTqZzoLyWT&Nv%mQ!-HRCst!AFtDhIPS$gKlY6gM%7N;+?=3*I+zU0rYnC z)##GY^gEWGozp5Jg8t5eDCh{As;Ja`bI=?+o7IcnHWWvorz~TOP_5v`K;-wI=?k~o=(ln zuCJFkKH4ovI#=!+#VD_#$e|xS?MCExcMzQ`#R#R@ya)>Vz)nQRcnAD#ULGunF|in@ zop6ojb;mAib~xpUI#rCPixh3n{GeE;GQ6)x{Ni$5^08i2BCMzQ+epGkTbR&P>R|iGOKNPf zk4+A>Y$Sp`jM~!RZcht^Id522SN+-nBFk)kzCqkV3L}Y2KF->x?~Fq7ny1Wp)Q$C^ z(@|QHw@Ua2en(e-x&$APcDmO45El3l+m%F#8O@XSUFJ7D@tC^uEv5r3}%=B9_aJ?eE3 zLE}uR<>t%*7v{3@^-oc+Ze~2()Y#%)j$fOvE@NKJh>4x|Z3^@4O;mwkkO?ZJYQr*L0KDf+`As2Ead zmbQeiZ-;K~d%X#C*L^XU^8foK&y!8(+hn8UKM5yLx#Z@!Mf&}kD1oQbOxrF27by>u zd`|appw&!v=JbuLb8&hZ=WA)eP(REQ$XoX_U29LEAt%R9_A7`%Sbl;;x6?Y z*^U7zWl4WT^`u3?k;&=;=v7G&kR!T4X$3(-?mZyc6y$oILsCW>^U7=ym$CwkQj8b9 zkVs<)`EF8XdJ&US%*7^Zwnx9$UlFlN=uv06%`I{*8nLyld1{)ak}|K!kw!UlAgMiX z6SXS2yzq<@o^9CAHkO=u1q{5Zk8+}6Q(T(93&GtP*B)wQXc*5_EcUnXFm%ZlV7^{2R;!o(%m6vFtj2DCp}fmeER!CdKfFx-L0r+r(wyIt#+lOg6t z1!HMy$kK(VqVc;uzh%>++ckf&@6LV1WV{~$`PCgxZ;P;qIlY-w9k^^((eM}$E14Hx zTimZ#5z}xzEpTq<6f@x=*ma_8752E#CS6c0Mz|Vi(Qj|D6>e&0Th^m^+|$+7Dl)d2I_W9L z-ePa!Qr^nhmdt4|a9(}TmvBuQsrhj~s%ejK=ZJ^wkR@d45vjFp0C7wsRrj;g#$J(x z$EnwZc1UVJC#}OPx8}RSp`7aGs(a7ct~n23T-{ozQDt%!T))EWSlV4S!iJbi=Hsc^ zl#j54k?wXuK~+x%RJsc^Al{X+!ydaiI}dH=D>l(jb1%(Dh__{&pPAWx)x9kV_ekMT z+r;KKkp~RT)O$7`_T%wKU+zbQpi4_Gc#Rw|HPbJ;$CZeHZ*hXEMNiPdg`{amHOh6i zlC7ZhGEDL#$0T-w;}+i0X#J%ElBHWP$>?KB7}IWM!2b8D^Kq-wIL$u`>p7Uruxb2T zmf>iY;syK_ga4{l`7y-jZT|&W7_IuqkfBz+O#}M36OH4SteeU)Z6xtA)Z?GCbVa#> zvvu+I1KK?+jP?U>U^}Usb;UNv7D@LN2$eLX*&&o^Mh4_88v#nnd0mHKzmU&!k0Vq3 znHS;^@p7A!If7+&o(975WNt8jqB(DRRbnlAKfVN2?a-+b#TK4bD*6Ma5Nr}hsaWi2 zCaK8hm>@T#hE`;ZN5yW1qK$I8;+n>(Lgt)Hdj>=SSit z*{!oRZCWU1SKsn5!O710kSXhy-mMV}ee6eO73zrE-aU)sP-q|xThsia*!T3gJ_$%< z(U|_Khwd=D-EvMV`eqML%gzb}Zb9}u{IPC9goMSSsc`)f>&g1GLc`Z#qwwN+m;8{! zVoN`S{x4cP@^q^kkx4ZQ=FBbgem2We#S{ao8g1qy%s^!xU{FicF<5L>5g`wjNJ_`}JQTu6O+-z{!5*?)&J2 zq5;93al4v+DS-XxsMR3*DBTe&1T5ga3E#MBr)qFGo8#?86@-k%2S&2syqr2;I#Yu*Fq!e!E?zAKkt24)MOA)ZmNB}vAg?ZSK-aYU=RvL7#*@4 zh*Z>UzDVJ+|C^#-R(oxRhBj>jXmQsrw46)MqVLP!CS7j;ERhre=CsmI4#hI(K*vHQ(iS( zSYk|_+oqJ<>e8XRl2>q2AMgbmpoT!3!SG3Ov%2xQ?g%mAZ1iy-lF62S?yc0(8qeHw zO4vZSj%D;n@%orYF22VgBLAt6FPZNu4tqsE`R0PhRr8;UyibccCvIUJ_ zA~oogGsZh}eZEe}YlTxG$~l7h9H)P*gq95F=8Czlsx9cbw$J&~x72s$fLW+U4Q5Sh!Up z#iZYw`@F;!zdVs{Ad2U?c%_n+JzzgCd&rHfY?f6@#91bq^fV}?%qA*S-MpabYuWmG zRMhI6DWgN`<_p_4po_%e!F$kz^z^I**|#7o87Zl%DBo}HQ0&htvaI82Ia($4pgT;t zoLb6g-EO4{;lul4yf(}!xol5^#oeefs5Tm>Fop=t1p#~Mj2cMxN~yd*W2jg{2zfX^%(aNM8@TyopxKrX754 zc1nLUX_ZSY62|(cwnR};Npv{oGvtb=*G1`OSDgFeJSormFoZM6)ycyiNr7Yu|4xEgkmJ zx2dLUJS{P99&0{3ZXQRTE+c>M-uYo%wVmp0)o!mA*_G(>R6qBTG1He4L*3JC#B7}S zveLsSl;bFP#4OQQh- zP2M{`JD?;#DaFsJdo5Kv1HGf`()#74S!+RJM2b}`jC6WyOTBvTCEw`$>oDH=9Wxo} zqa19|${e(hDch}W-k0|kHqmE3-}aifBO|uG@T`_(O5SAeD0P$55<>T92h&i$S=J)V zSF>I2kUm?{>f;VEm@xA}q`;3SRqgfW9i#9X4KdkfKRKB|pXi{V1RY@Z1TWP5jsEs} zsd$f{Cy3$`@q36{sCfYXI8Q44#rO&EupY(!Uo5YG38+MKYYZR7Uhwsdbqt2(Sk*Af z*Y`T+N_t2AUIr~>l)nus!(j@pZ%#gE2}x#M$WGS@fF?%QA8aA6=2*4mWmt1-*A6;s ze0p=&k5PlFh)$uVpqwv^0IILNKU4ATF=gLr_^(s`i(hEzbNmM%pVsJ0yt)#dzqvv; zq+0BsouFMQr6_Lt=YI5+i#P~Ku0f3)`uMV5^U*(0di+wRmOJ7B%G>1g(^a zHMIx2j&|}f_r1+xu{PA{N~_?MHVTFvfBnj1`ngc-JaT^7iY)(_-(M)vSvik?^`er+ zEMr8u6hu?Fx+KorZ_#?>MI>7$rqRpXiHNQm-SslBWnJ$?Ul7V4pmgnDQW zVMpx3ZDE9#BC;@t5U=jmgx*`+vdV3*`@Mq9TP>qS}@z@zDnYnn`{-nQ`51&Z3VyE*lk0ClIUUl z^d<=ez9AYD4|l10m&GRIy}~jDF614lXUw|q7LtE(14`){wFcqk=IC)jAR|tG!{6)4 zYOlMBx_YMcrpO%A$mQ?D`V6=JXG1DnYlObEuf6YfA8(nLQ8B9*Zlv&eL8q#Tm@nK! z-thW5eP4Uvdgt05U>M-8CQue1D@;pLIK1Uq{4Dq9=faLxx5PM|YKFuv%bf&K*th5; z!gxa^kVpu^%?*AftFp_QPZZmso@xf@%neW^funbA;Mq=cBxIEyBzL2m$~F_h(fyA8 z;oL))i!Zgh?!XY^i6V)jIH;5!n8;g;YkgUo*jUji)4Qh=r~k~H#5}#rT{Z1T$L_pk zdJUIcV)T_G9S4%l2Yh`On9@GcV@E`Vr_LVNC>k=Y-yB#7REKXp&FVRgT;dyhC(2u3?hH<-R=bU4q`b|PB;js7{ zGX#Z`slfr%-9#hvGjy9m%DmRi`W|i1B7J6#O8Z^OnO47AvAyq#m1M(>60#WVN**My z=nuVTO%35|d00v@pQ$ zf_j38p5Pq^J3|;uD5x9UR(f9go77J#6J2M#+TdRxKa&HD-}7BQ=?Pb+@QCIzAHg4_OQsq zL#~;z$;^w&drrsD<9GfVanBa!{f&TC;|W9F$)}t@!BIn2T)oxR&3^ zWu3kN>$>S>Go{_{t?fpVW}*@1CWw6FD(_4K+zQdRywmuWz@o&a(?6!a4ZI6!H0^V zi|NTuuXmu;tVc?%-H;J&k9EZ(`BMjhL$fH3N=7DL2{x3_3ge~IzI{Gr)10wrq|!~mm@tEVIKs)K=$~y)S6YWPy4nNk^v3Nbe6V`Ld{0bToLBI6uRr=u} zcp_T~KSTp=^m&G5q~BK~ZXk2Ty@@B-oBCp>Q^jXv$tmTi^jDro30o}aPbxuNxmD3g zPM+KN@TRk*&B2l6UR}@UO~qhl1}y>I*b$H3Fa&KgWjk+q#O0@+7>h+F`A8UkuAl!g zZnDP}PD9|V>C2D_L%tHTHd1uEjT%B+akBNSvkruDMMb*I6;#{4pKg&4BHAl5JBr%tl!Am0M>!p!Um)#2m*} zKPUHD(El~zt`UN!UcQ#j#}BAjvaM6JeGglAZ)Wv585yxICnH3KjK$tvLt&ju->-+g zJ(?cn!Ps+3;A^v~65zbvNtr#5Qb2cruzs&KKiH*@yDA*q6f40+`nh@uV)A_Ie}3oH zHx+TO=dZXfE^p)c=$iGjiUu#<@p`q!DzD#M6>4c!hDp8VDL);pnGGe>cz;PE)lyB{ zTG5w>-FQsFr1CEiW=whlT&cIklJ#*Saf8;(2S-jR5M$9D4mrtNcazb1mS9=EsBWx5 zRA5JeH-c&*{OJ04bamDjxo*|Ht&00u_%_KU&XTfz4H+y^_@ey$gABBsmuC5{cKP++ zmVbxfC|F3wT!DIs1 zE}h+&W$rbfh*iG+uZCF%w>H57)uCqc{vCGnx0Z~>55$bB2aPObT|1gh@+=Bmvw*&uU()Ky&5oVMw#eo*6TtCEkCau0*L z>HHy4ym~AoddE?c-_J@QsY@JBfAuVaqR-lH+cRYN8Z`M5qzce7=}o?!As$dz%yTPj znbO*(LO&3UpKrFpGab8uD2Sy5o|`^qXKgO0&KJ~Uc~ z`9KEA^Xq8?N8NAjnAK&LV6=~x;&HYeYDN95-y8!>gHY46y_#mBZB^LDB581&q9qL0 z$jtkTB83b?<%)R~7Z{jLqmcl}GM`yNeNa*MHGQPpIG+|kC0?&6l}FfvAK;H=+=*zp zfvBcfdA$B_lWOan>*^>0fX2WexNY?A#Jz!DtoSp7(A|D9R{1L0cG)|jh0@5*%aafnvXw{paXEHQkr8-+TTN|~P-{V5HRjzU&yIBX> z;04K?>_{0k3eP$`^e{FZEv8KT=As07Ud6C1V>I&ie!*Uzu<0}yIo&geo2&XFbI>>^ z*07h&&$}B~!6EO-)x+6}C3b-2*EO&V74xVX&iUmW_l+I72_!wpIILuCAV(z%iks|F z^nI)}D2wXMj?^*W%LeUj zW#?p%eE@*xxJR>X(D&7kp%=Um{mTfkbkPA$OE6N7l?poE+uVG4c7T!rfKB8n`V3py zp(gar!*e}B06F7XIONQp^rFIrTo$hHwOY6+3^Px_Ykw(h^16#H&t0;tLfnkWBS7mc zs~b0a1AtjGzPI^-d%t-CcKohq9#Y*U3)Uxab+NYRT3~fcZ?B39@7xQysUU1MA8rP) zMa(t-xFE*am{8%#mx*DlEu} z(t4+r4~<4?Z{o7ojAO_vw1uaPx6_nD$_oW#v>V7z#6h%8X3knqWP}xK8Aeq&f*XFK zci`zbz;}li>%YqIF`8xlZiXED=_mCc^_&uMQZ84|Z@9hds^0a+e~rN2YTM%i@25MR z6Tl+Z_*>l_J6(Og!QMajPh>y4!0xZwczGEe!I&Lr{Ci&LtH~8QJ+nXZaI-iTi|&JU zo7-G>{J2yotnDmc;}2_!pAoMa&bVZ@bc*@Byx4~xlNqu5@{930Cnt7w4|}^u=hYI!^U23H51DNSk!2pbfxQ zN014ndp6KWt3B}f$^uCQu>nZH*ZROo2rzLn1s2P+y`(SW`{F$RRR6h^5Fz(u zjQ^9=d-5vhI1+!YN`9`5Y_|7huzgGd+(j};&9de7jYue~^FsOV;bCnI?Cg))8Aia+ zasI)Wmn-Jn^xYd18YDtF3AP+Ou(9W4r(V6r;#&!1Xjy?N?}lmrSE+iXg7hM5Y|7Of zu~ug+p_g%ri+GfKnW4GLkoYy4@0mVuixdca`Mp<{x+ztR6vsS;@}3guW|D%-U1XH) z`Qh3f3wE(D!UGw-NsN*APuEXSRc$-5<4Ys=JS3bLH<#brMH($As4{c(SWg*U#Iw0maexGvFY7uof*2iwrKjDY`7bB z0@#1wTf=v>y4la74te~|ImXC1_utmneB|T~9}!%AuvH+{N)$(`O z{xtr;m{q3Q4UZ&gu}FD#_-gcO!=xQZZGdFZ-+^)S+5TB_5?1DPD>{L!{h_er>R9tz z&Vg3ITmG51dxJT2G!XG?neyleuPm&Yfx{;!FQb9h|D??G_n1EAON?6#iah60@ctnBA;k$p|LOWQQ@h|M zgE%iMAhVCYj zi=0y{Xko@0%4ywGa=QvsaOUV%oUqVFkoMlk`t`vEe{1oEJ4PLz4W@GU6R_8hHfamY zock<*bJubD?{?e-M!zq95}wH%!Xv<(3h*eU|B;yfHt(Pot6$vtuPlk}F<-3+tppn- zn4!1v2(Uue2EMnLJFDE_Dz*WmR9RyA0a6LLYGx`=v`PT`q6#YoPnL;E%3>|(*6 z`lHGe%o-E2cTfJ1fBb4!FB30H7f(?qKSW|DwFX!MgAP$xs?6hK&g zDcWacRVG^Y0qr>axQmeH>c;vO@%;$QoLC#W2ifK>Dv%V-@XfL9F@40twk|^+rtxSc zK@;$$%L$>+H$D1po`A@Ynb#>w=5)~0h$peAD_Qe4sfC3kp~izUncg4bqMy@WKqx7` zbQV#!>h$z{rwMg?`o~Il&p-OIakNGy3tN~#R2C^!1`#ACWE)Z;dk+?}Jvb}iE()oR za&C1CN;(9-tJp~Yk=r=7^Hu_??huMn;8oShMeb$qs#_L_^`FdIX+(U|9t`K47c*6S z^Xb)nW!!ahNsFauu{kz%#T_2X!neFx6%L(( zoX*nJ+(L$X?v^{g*}B61b13=M@lz?mW+esfd34slm{lpz=+oJ z%J%8Y6wD6JZ}mFPe}!e~Aql$&v_5_08UjxVZrFW=UfX2pQ3wx@@go-Jbu)q2-HLHZ zT`7`3eOdiOju;jrelRrzZPq;|5&*e{wyRrzh#{xN_14?b=a4&<;id4eLFz%#iqI55_}@?I?*#efzP0%2Dd1`|&lhjxVKtCn=ru_S zI9WJ^wcWBAxn~)Dw>yO~RgTwrmu^J)nZD4T<+^iD^~}lOL0OTy#DLIC1MVJmC+n#x z6w1+h3eUn&W1aam9$7qyY~T>HiA16hH@pIk_Q3YKb8>Rx1+@n|`@Li6Dnq)QhT^w# z7M_|dYkGA+E`25m>^x)?MBMix^aFZX7!XX$lE6HDIzG+cfgyS?t$du%CK_8X@QweW zjA)eD*vqQD!nt1dDZtuzG2f@pP-}czbJTaLcS>qb6h+je)Y4}{VbA6Gi6?~&*H)c> zx+%0a!sj7Tr&kr)taUVwQuwvj`ch`cK0i_~-8#2KZU1Ec>dR{rw6+q7%-AoSHq>ty zPdSY%+|l6jRoL2RoVZ!^@7nuwyA^CV9e}CH0R}HR@SnPgb!%us?pP9j@6TV6r;?4W z=Yp2MfvK6;t(o8%^L*04({~Qv3PO9yVO25X*xegCX9s!&wz)@!Tm=~E-~R5xu*-Ee zKLuk4^8hhJCFqgagFKro{+SKEO}6i{R8@nsk6uf%sIdF)19?K|TQ5qd$~RuAvaGZ3 z1xo8>N*Rm%YnFl|2GQZK1n#wlL4HXY#P14?{3^bSQ{C3c;wm(2X0Vfz$|6TSZ+5T25JC>cNstONy`HQV1*kD?W<9TbQ#}4_myA0}Vid7@>M?o8MujU0#(K2VY zVkdkvmz^1U?A`>-?OVW!0D~RAYEu7{0jF0oJwMXe&`_Bg$N3XjpP?07#7!#-mmbA5 zbg^(@6T*Cy_Cnkfa;n|DVi4w4FP^+A=(^T3UhJVPt}BMX3+~sJteHvC#+X8Ohd=u(vk*W?**UMBtSifq4vt=8l{RL1Q<1`dcN zm$$GIn_>sO4~FjWpi$S2E5VDq-XHUR^7sDy*MxMr*H1Nq?k#g7)_HDO-SgWEqyPWT4tjN`mwtK=`Cz7WP-pZbreaVbc z$%_lN=wA*gIv1AghaQX3lh^`Uwj|j`>qDwNjhTssWdoaBE)U;jwkA=Fl-o`Tb0-H< zt6`ucKvd!+un=3IM&Knsid+~2KBYyX7U5UTf5W>5@Xg~B!7;MYl8#p<$kW5z|3T7$ zf@u-dm65p{Qv3SrXIf52P3CFkzuRZ?%EV+Y4M=4S%o3S?B#)_$u~)CFueZU6HlOSn zKs}VQ2d6k_J+Fp6oQfc5wt8!FvL+a1#Byu1qv~Sy-SS;^r7WIS;g4zz&TiUt`*84d zPQN>5iaO{jjf^<-occqw%Q|+or@5q)qyzyAK+f+DUf-wOkHp&^)Gk2PtAnG$tTK}_UVQ1JmFc`?98Ju`!<4#(W)1u(PJ=;23;0S+{*rEl353yq|80N1NYio>bZ%cQ^d~%<;dv^FD@zR#^Hh zafWeH#%3E*aB1mXMn4##k^18Dr-1lM6mcGQ(s+EB(m_d55oTIRsK_>BX-BTq=dvrS zz&tO+#TeiFtxo5UT)y`enp+xFCRsPCastMn!jgqSZW2pPh zTy0e2U-f9WrGMMMQGW94GEIZboN3s&Tdg&$KrCkrmVB0z=T+E@v7mV-P2Y~Xh^Xc^ z-=A~#zCY!Un&Wa~?1wFuv@Cay%$^M5dCke&HnRD-TcbtWxo?GcJX$pw@N7-$pbnNJ z`-P`nez$WE0%(vaQc>XvMR`T)txJ zvsTpAXq0JEq>?aDnm;QiHhxO=woiS( zk2%UZ8fEJ4rDVO5n;Z^vAxxJKs2dYB^E%!uih1o?H?g~0RrI`ISp3iY+ev$?y)V#{ zbl~DSugh@9Jb7%Ta?{>?`X&(LsP$2qcCDt1DlW!m*Kexj#qSDvD=yDkOqM^xTJ#y$ z74N%?GHIGAnR;O9etUfrdjPUYO_v}_o{3c0yK7XsBXLJTc~w;^Bjt@_=BR>=`maXa z##sVS4)=R_AJA7;B+gkbnV;jI1+5my%?+LwF`xD&={ibpLDaEcye2Z|4u^j)O?Gf; zy}kN(3Kj6LozW=jZTy((g8rFDed!MM(*I&-kdyFIRmzd^6xJ{bq zPf0gRUmJaSNAc4qLk1}s84yi21uMyJzdDmFy7iTO&j-}6xP!qilSF}KoVB-%Ma0pK z-F-#4fl89u=l$`K>ugp)fnOQd6e6-PBi5c7^0 zmshwJZq_hn^|(K~Lc1k|*Uax6G?sfYc*|GSqeefg9Lhu+?XYN>XGFazsyBzH|k{NY5K;*F)CB^eoV>%9@g-1`miL5&xZ)vnAkmrmE_OVWu-?!{^4 zB$iV&-#?USD1J=jES9J2)rMwgp>MtP)NyJ@uyckI1%}jHEU8R=^H>g9uZKT!+`5vApsDrHNL|ZA@DR3Bkbacf9s1nhT=2E!%?QckPj zj}0w)Jc<1pu~xlc>bA6q0#CX&dsZN^AXD^vmDK%Th6kW#2ABErcxy^mn@y0!(TAKSOgqcIf9r@C}zjI zs3!3w!Fv+8ge#Qrf;$|TSo*jKam`=mJQ9B8Tk-IPMF~vI-nEsVolWv9a}SL^5Z*eXfgsq9KT^h%HX*MiAD-snfL3Hf%WUBq=&2gL(eB>R+|F^^S(ZAgO z&d6HBvtxj2>utQN`hS#|{ZDcnx>XG17l|n15H{iZtV@_;570z9<|i>CW|~o#TPcxN z@oq?-Esjl2J0Qq1ZJzT*v+8=5E?igRDvV-6~(KW*7$L8{@Ce=q3#R07%5N>pK{zeU-q}vWh!b-%jp-0F^95r{Jd`1bbOW2!Vy#0 z;|*pY28)@bpj-0AdPJ5tk^i1!%DFfq9}Cbo zFvIGMN^+uPnLGAwpKibxaUUwmGbrIHA=9EnZyWuNw3z9PzgayPlXyO|fpS!WJ--+w z*FHo+ai_CxLIi@{TCI2=KSd~$G+4OKisE11iZ1^YpRQHJO4nSlsM|*hm3aQkqJs*0 zd;`vsK0iv>k)yn!xp{JR3<{Kl_-?B49MS64JA2Ube7Dr0lfHaMTjdoTkr-jO{q*@J zc7IRk?;NKIfQwClIpHAYub}zATbq&RrAp{(DlZw!TJf>bfm*T=H4woZEK-V*ID`GN)}|40tkq)+nagE`rF+oG}gZD(C>uZidw0 zi4y6Nsa%MoSFgBGo$z3yPv`cnm)M`?B#>*y_AvM%@d_vkgS0?(l$9FfA39~OMy&E) zk&qW%+%d~@QDic!_leTBLp;zOI@OXE`7%s^ovJG^<>Z9PO z$Aun%&+eB8<`v1uLor^U2Qvu){+GgOss`ml8N0x>@QZ0g17P~9Zg~K9Km432CS1@z zig%h>T~!`Fk7Gm;kafzwS{x~BYP0lb3IubA$4#3O5SgGc&#;Vo+o2}1iT6Av;{w-? zTBQ?((TcalSMQ*m&11JkZ?UB`RHj3jq~>IQx9FNxKRD&SZvBU&S$>64O^5a3@yDh6 zi45>R7QvT$(JHf!Xht)_O99pauGeb9bMNmv$rMA-OX00 zC3akAdu2%a%~5`KN8CKQOyZG&yX+bql)T(uw#5)F@U7h_+SQF)O56FolEWjBS8F(8 z-@u_hGW!+`y$16|g~5;O#J_^mrPrQAH(e7|Cn-@4Ts@+_8Ro>LPVnn6wQxf4;i!fUz>_*)z|z-nTr zVqV$V^@tmQm5kiSGBtjbFO4#h=-dFmllRkT4li#8GOil_sj{mvsHJ$kb!%5sZ0tK` zckSfu1a%M!@M04Sp6N$fndTtwgY!mK4-;9iKqwi}$Z&(Lw(!EO)+{fdc})+zz}Q3f zY0jzOJ$lx|2vY-PBTaXLNO()6<4VaaUHcb%$y{i9OKRoyHQm{!E$7vmbI6LP{XZEw z#mC+r4B&|B$#E{OFr7mg48VnP=UhOsA&s_bzApx^0Dj0jqJ3xNME` z7s{zl7+T=1c#(>Z!Z@2aPxGms{R2gzfOYj5#Jw1#9T7U_$E(QI1-I;@?jBZ=xY^Hl znuJ&7@?l2jxg)I~)?~94lj|-{cKin-Z#e*ln%1Nv?^dyK(LK6_l^ZYF2liiO)Jjq> z=oQzX*Wf>EoD9JYjKk?S0IVHG1aXW+YG8tG51!&1L=~6Wy+MK{KlYyJUioBP$r=nhbw`8Y>$+Y1!9!2w;{|CaK&RthSme!!}?^>Hba?V{c+WJjhq0+ zl)69VCBqbv3w4({PK4yEDviEB*V;)Dk(^iD$TLi@NW^$e+({3gQ0zbq?MP#8ef(Nn za+Uj7o0rtpC}BA3?6W{)fs+k{M^e?$a^Z5}>_$xXyF;Zvn$?OH2UQ7l zjs&w!)!b+GU@E$!`3I;(ZVci2Ip7gTV&+`T)JUwP@0(Pzsc-A$Jny8e|GNJITw`$D@N$rA;dxG8(u_0GrRPMSy?kh zatof+>QwQtaxc7nGnp~VM|9g7pA4O}O%<)ieyMk-FhF!V6lFFPUnMId9pFCvPA2>3 z$7<>k%d+ch@8K~+FF*U^(QxbZO?*)jvI@P2;pNOqjK_N!znPqGhHe0J=zZ)j;4{2; zj6TDomzvI3o87`9;AfZvyl5!I6&SWknoq|rPXi&sp{Qd?v=OR z#fq~{&YI8S6;md0`d}s>sRjrS9c5c?Us{YYy^=&k{<11`b5b94xVQ5G6n{W$!8D-h zt$B@mqc^F2PuQAtd`zfFV40fu+=8v?J#5LU4|xtbeUn5vV&>pGtu6LQeEhJ z>w9Lf6fuZx;k@1F+gqFl$>X8wOwc+!+n`Y5zgqz2M*o?h-Ulo4ZR0<9G*HCpzd0U0 z6!+ixca_flyT^XnhS_OLLW_Cms*tSAtS*1ftWaE(3uece-c3Es{dbroXH`bF_U2SE zv0Y$t-h30M!l}aaNVPB2xPb&>siXEa^3M$w{rp+2=Fvz`(YpGS_O4wD~qY>Ju~YYS7BsKp1vmp%BDt2)!?9&4{%N+{}l zggwQ>;`oEI6KKfqc8{zuDB5&o0Fx}lnK?f6Bs44FP(lcavB#%cSI9a{LSEZj2slj? zrY<%vVGUoL4Q)f^Uq>7Y8b>1&SHsJlcj0u1%@BV#*tJ2yM?fV?tB7V67|=uB&$4CX zDxVtHY&)}&R+@<*(4Y*8x1_C}uI^Y+!x1$uWqG zXxnPQArSqpx3f%^CCrly#c&*|L;z&X&(nG`)xCmdZV5a>gi|7YwVfhUY z%*~F)F#Ajumiy>Ib#TJluBzMy(0leQ(@bq<8rC$dRh?^Qd~AvSQ4O>OVVbdO*SfSb zi@k)v>lIRBn=6xGHrI6khMhf+yOap)pVl@uPR>{AiHxCFaP1q+h4!O_2$JBo;S<+y ztYE%U<2k`I9PYKiouc;{8CA~d#4*sd5s{HiVj@a=`Zn?zV>iM(!~aBEU$u7fKy2=5 z#1Hpxhnm^pNx}D+FmSS*L}mTFQB=wA<>~_531Y+$JRYgK4sNTOPj3rGjrnm(U9TSc z-n8D(yLH>65x_if;&QP3&*x8)4%UOQ7y83XpZ{{n3~CT( z%P#FC&QH1=qxJFgGcwvw4KGj9lbbfPzSK7Fi9hFxk$u}|W*IoYV*23AUV#8j((|ax zRe2P7)DHed_I;Wu`E|m1A2-z>X8NH>;)Nf2q%`zTsh03EzNP(qEe0AP^6jIe5U3wh zQp$WK|D!1GPLxOjZucJhG9mM+a0VLiFdpL1OC0SP5>z(4$QcYHla`Xgf|3=)<@ZTdA!$D-)^3X`oIgy@>RU4 zf$Rv-VEaHKe#)9jJbv=?rlSH&u+o0{?|n2`jlIK9Q0y787=J2Ul9g&Uc_R~#&mHefOacAQ68p&X)P)0*{LEX9K*1K@QJuw~-oa!|q zX;)yL6_{GgR-W@|Z35}6m~|jI#5A6k(=Q55ZLIv5Ci5l;cE^sdq=ZuwnKBo=kv2w2 zJLaf3BI0YViwPm5&LF!qpq#Sv?gDFJ{iX=F0d{tRF1Sv$Ut#xK2KdAW1jAsEh>qoJ zY55fXS|py0ZoHG}XtQYr7Bct8Q{KT$LXce{0n!OuvJSF( zye6AVH2F2CHOh*ug%FMW0vO_Fm196IjU_lbhwIu>DV2E~LS834#>|WsQpt#We{K@6 zUg{KE=Nu>p=z4&w;Fy}2sAOZ&;6X50*ozZD^)!l2JFlStPr|GOr;tJJy~Z+90d7G_ zVtAv95pIUO8qrHd*e19y;HcSk-s};NbcdYnm1mIZ%)H z>xAYA%wA-#EK>wra7eBCm@h1u0=q049PhO_PpNQ2X~$PEgtHXhf1fEd}ZyDhZvFS=);zx01O z!5iGK6U~dhep)0z95?13=H>$lfgk7b3gMzM5YH3?c^G~Sk*6cVkc2^fR zHZ~py^Mv$S03g02`4Z_V{fd_Oa?izum#IZql(ERUVoK&<|L47L-+AztozK z4^5KH#I1tAQ*7C<-(M1Hu1T}+vw{SXMJQ~vx%&vXI5!E%dsurwk%4!a&kM{}_gn%- z0`1(cm$R7!e2l+F<+cX3UG=D*;@&5Age?%{)9VW(>YBCBXm+SFX_pCFQ+j@@_pdVg zVODy0ZDL_DUD@Ir++EJaqwN4BKv#8z>TNg_)*i{MP`a2PmQ@UkhM#JYm{^y_;b|Fqaj=6q^jzBskNEmq%Ee+z>^iKA(zoJ!- z@TzYfN;7CQmd7b$qR0cyqVON$^1zO>JB-7t7$qVCE1zRTx}Lf3C%`^zGo)6rL2Pe8NZT^1$NgV?vJJf&)L zG*VHiXjP@|5b!+g(k=TuVoQd(UIfn@(HzMWJ5!E~4cGGfc? z{+x`x8Wn#XI~z|f$4t_hJ~IFQW?|JmDA8eCLdZH7u2JQfRDb=u+_7MJ1)W2o(}p=# zDxAyvmcF@u(o#vXY$pzrw95UtMgT}0*s;K=6wcTDf+7V1OOBdOHQVs(21pxJowq zU0Pp3SYf%&%|rwo`#*n5es_?tClf!h7v~@5S!psn*C+{KkAd}yA7g0u1ef%ZW(>lr zFZh+m)|E_oiv#Q6S_*5+vQ8CMQnnq`jm;VPMNmo_cD^JmGuejL;gh-a8{_^Ui7N`~ zRbHR%?XA9}(WDD&);5(vV$3d}U{JYM77yhJt+O>yDS8lMI(=#cs0xawQtX5aV?y-x z^?jQDMrN(G<9{;V$p}7|3=^3N@(;B_z0Q(HZ0-!8cFgOC4XU#cRg8+|a3KPvP|wKJ*~kDM-->P<&M6Oo)eK0ZzWYus0s zmH;=JnQ`u)@^>g+ELHtNO9*JU)8@Auvj zXOL!zA)7mAB{j);@8Ev#M^Fw3jvP!u_q=W(ocP$}Lw#Q#Xza5h1`8toEC^`$b=2LJ z#Owub-K5y`dfmTka|APAPQLKAMfLD)PzMRN|B!8b!4^*n@bZeq(btGoC5+M{G$wn@ zuC&$nE39psx6>rN=vr9~H?u#TmsW-$Z`sfXiV<^dUBbjV}}G%$w1)tZQ5ZF z%^gMDm-ihrzx$_SBl8O};Hj^k*@Ni?vW-!YK~i23aB}1U_4#$_N?WeRNiE6|n}rYF zhwPo%FdC4o%aHQ9F+#4U_{ZIWP`f6J<>^`qc4ryFBecDVYchys&m&Wb{nmbp(F=0{ zYcjPHn;(!fw@*3pCdh6lM{vJeNqHherC+Y*Iqd;LHA~4xquU2h%`XF+BoNLd z588m!u&DaDd9dIc3vQ>QJt`?XD%xFHJ&Bf53GmlRPu)%9{f-!Tw0P*}>uZPfZUCy; z676;gJgpxLzT~Sw{qUT93Rqoe34asPORZS9&b$a-A63taXS*-oPP4Q1BINPZl9n+jPH%9 z83}kFy{{g3a?jkyaZG!t8OKIcVcv-x)tJYHiO*&nhn2)ll8s#1lU+Hr)F1WrNmbf5 ze+9ScGHFVY+?2y5vtDj?0pGsHRBQIqG?+TQxUj{MW@eo@LR)`mzVHk`tm1+u39iTg zB${k=oCwt)-mMsNDrunlJf7F00gQ9o`yeW2K8(guQ0&L;#>q6WPg}GP5dDpeP8*gY z=a$bm{j|y2l(o6*g_&^&iYou_wG3wdP^_+Sc#WKI75Ft2i#GY^SDOB$uymM-DsNw< ztEf(5?R$j{IGL!sIbkQ!8-;3m{-azs-d@MAP}R9Blf`f0@!z;5oh=>@1w}Q5Nwgk1 zuDVaqq{JV9Cjb{i66!Ojt>*C+rCZK?(#{YGco@2h_T;U-FfhyK#!E+poS>0WBUSBU(?Z?%ct8@2`YSY#or!CqM^UInRWqnV!*U!#Dp5i5 z&~UT;90gXO*pH+$;+tbP_0vUYi()iH_-8-7>G-lSWS6NFox##)Bv7cH+TVfkgqH5{ zUaO&}A$n7DVaHEo_mGFur(@v5G;s1kkj5$wSWUk>tXI!givm%R$ugcBThF?rXZXJf zihR#lkT0T0Hr?TW1Xo@4X?Xn_H95jo@=EjHWvOHl*HV-@h&F+mOnyt@T_o9g@%~w3 zA=r=UvWI+PomsB{po?}3gK_>g(oQswzY23%OKal2b<&fZ;B`fZ>oQE<#X=0Ge;O9! z+iY$BhrjAV);H1DV^F_>=tRaj5LJs{07w4IDJ}pE_Ip>v3-isw3?J|9LZV`mt#*gJdolPXn`IUJb(%K)SGr+`BCC<=ny{# zhFUQ~DNl2IFI@&MP;h^Jq+i%MrsZyIFKl@}qP=USSHS?NQXaF=aHLW|UpxBPU@SzV zE{%{aUA*0scb!06&^uukUDUQX`!k=_1TOO8la$r?e3c4Q*bo1vsww$HJDo(!!DHq% zc|LP$D~WdEnxX2dW>rqs4W*Ky=L~8a?cGuH-tiaONljLCsz@`jWwpDdhYt4d0`!)X zOSL6D{$ghs6|_f7wT{Ho-b2~)#0$&0@&z84hMKVyGaVO6Q4(=D<;qMNC(gr|g$EJ8 z_KEMWHjQTQp0~U_`S=nQ9;t?Zk=|c#X$k1{!en81^dUXe;l(!fY+zbHMBTJ;8GPnV z`R%I}VL&V*nVIgvmrh?S47IhRBL)9d?|ij>16;0<;53V4$G1KG{i||wbLag@XseR@ z>^)=sCst2ww{uzm2DE2oaKdR6WC-3RlzdK)YHR*SW`AmnsNZLCyz*mbl4zb&dfgFO zJ^|Z%W7yB(=ziIh=sA8%A@>0qZ~44w&o@7so=^F~@7g>Q0l19Pj*!B51v_V3*ycxT++%3*-7|-#-ZH0QI9mVs!B1~<+y4g}MVu~oP9;f# z{->geDtc1w+1mN3_rK4^+;;t)p>X*r%_E6($#MlD+Si4|EfloMmrN_Y^3;=2BTkX= ztiti()-#oM8iN<1cdZBJ4c)~=IDVQrdpi;_RqGho+?1L<*c*g1^0fewig8$T`%16I z{i$%o`^xVkrco+CuHM8#VraSYAB3hy^J8kq?OEb#M^~A-y?~}$Oa>G}ZHb}Zvm>OA zWB7e$Nvj#Dna#i37_p72Q(-R>w5=fD2E-zQ+uZ4nJw7NkBi0~6!gzf*D^7RQl!n+q zh1EWTNP1@5wLTwE;R0AGwUHLgB@az^Y}okY7^Ir?Q1YS>1?oao4AU(gTK znpfcFx!^|_l2gyux)OIMvqzhX&pZI*-j#fxwb3mI*Mf!Dw63Zyq{MyHGMU zhiO-2S*eT~p2UxLK3w-7r~%K+R0ml4(yf5?tC8^c^yPA7OJ3!rJ@0|;35T6jSZ(L( z7a^+V2A`sqgV~e9EOP?TYiQ)nz$h?>j4*PA$y)POLPF(IY+P#dd9-)Xj6Mq>B9# zrDNaU3~m2!b5o@V<_9+5vbb(~+Gy!*LHCe8SKbki-yd$TrEC394Hbve3u8Gl*Dsq` zSM-Q3sz1}l$~*Il?P0(jXO74llg?D%Uq6dv{yV~Q54hl$HQqf zd;?tB0u(HLcaImn22=_Lhw$R$!&Ide4)tMUn*f(hLDkznPUnUo>SX49>|i4)<}JMO+gvo1 zlX$2)gh95r$THiaWZYF)RVuZW(oF-AQJCa1Hcx8Mem3+&XRNM$bTz>no7Zaz+Dd@Vls%9PIyQ1Qb78+-C zbw@wPWM9!7d%D2r=O&REj@kc-fb)H$+TynwWxO(C*sxX+_wdjznF2hsPOH<^o+_eU z(;)a&#?KlIO4}bJpp#yZ?|y$MOLB#3I?O9ZSM7i}1jV5vf!evWyl(p*vgxwvv+DuB z>yUhc@e2ma+$R9yoeipWDq)$Xt(~R3V{U4y( zdJA>Jnk;+>c!pS2Vq-_-Z`c}ih`j|eN#9iik6EY-Z|ZwDp`{0HHM>wNwU@+i%q*-Epcb?WF>(>nEg zkbkDDmpu9y+mE&-QtIW^<)#^-c^k5qL%qYo(mu^DD^SD{t4bgKQ}RGTWCnel)af8^ z!0fC{*{iIYKHMMy#F^Og{2kyN`cSWpTx;0>8O&m6*BMf(s+`+O`q z#4j>Uke9X0&;QAnhFzbnF^#?FW_3sYKV-4?(Iy+RDokg#Hp~~TruxR{D%|Pj(4R?C$adi^ymSA~r?aK0E z$b$g}ch|`r@+REyap$cjxWh|eWUP8Z_;ffnz^pZsJx`1Igy%3)A1_@JDBiMW zPjJ19`llX`)-`=@n@$_B1f=_KrO zSIiJgw@aPyWdW<_-w3z9Q$4AWl%K(S-Ft`6TKc=dx^?v+IJ4ggg&#!qf{Oi}z4{^G z8N1+sOSXlscVgvwwQRhJC{Tf$&%3lQh_LTh(JID_k}@t1fy5rX?GH#pCJ!b0YIbV1a`#J`5= zf(7Py%O{N|wSEbVB?@6U5nR*El1a6<>=<>_KHs_RZt1T-H+`v53?sQfESlYYO3_1QKfD~D7F(G+GWQyNDbtC0hY53 z{aZUKEN>;>zC6GXMUt;>n11OMYH~RR3jKRyTxIzeyem%)9;x-@46FYrhmMO5x2IV? z)c>*`fTup_+2)bGY*t4O@#gYWqkVlzN?igLVF!DxW#T#)4rxgzSC%Y5|9zF599;_}`Sc zmPl4OSJ{AY-YRG z-Zkb`@zow|f~&u)Lu;5P@)=zFP-XG_r)1F1~whX@tLBjJsa1=q<-hwmK=2q5Y?e}@2Y2D%vIy39Q>)pNY zx4wfV-I3%1dcuF=w73y}J~8U0wDK@%F@zj$EhTWydSH?TYG?f!)W)^awnE z{WOaMd2kRAegIqb>guW~{iA^`J4sJMo+609$>H;Tb$a9Xril@@pq@HYN8n=){z)m- z7LnY+mkI{wJbzDdzY>~m^;x2}Jd2aw@#*d6fk=&gE##;BvSdvX%*%>jsMn#+23HJF zUnxeI4*vw2U4x?MssOR7($p8$Kr7JQ^NfWsrqD#%WA`QWx&*EwboIV?DODE#O@HmZ zGlOi$4O_M$zFtYXGz>`#vw7E4*0A01pM}t=R&KUBlLp8N!f+GE+Q8(@f4V}_#hz*o zqD~VH>x~PF{>QAc>!(>|$!k*k&5ADclJGm%@2jrv+dEepWn}S4zh)c_r{Q19SoFD2 zDLdiOTL?rx&w{gPP%-q;m}Ke;u%?%U?7Yi|8JxG&kXzmu33x2ap$D-uLhI94!l>w# zVfDvmr5vV*%+YTfdBsrdQ=OL4H`}cOe=iM6ImH(d7gjs65~WyP-Z1Q*ORa}_zcBPn z&mGz+*E#X>a~>#*WNfyYA>5Ncw+BKDBdmdI_R0Bm@G@;!;4F50n#oaH`bc4&$cI@n zZVZOL+1UnDTdA5+k)nb*c>PQZwZ+vuyBA4C+OFtDj&H`onD2 zbDg1gDba$_BL|$LXPoQ_UUoI&1UVZqvI=D6K7_MP+9qxFyc>Q3Z_TeANUr&(rQ9}OxJ%a(y z$#qwMLD-(Tp1`bo3Hm4lT;1+$9wxu2xcDsx9*BxXiY`XMtkAHvY zERD}oPNM#`&TgLO%fD`Vuf8)mci@s&$-yD}-?L`Gx`~jU^%faTOnR}M`066klEP9R z+^C+gjLk1sSoS}4H3>zU`~4xB`*4=D8b%KcV@hWHr*{-?n?B7)FVgChw8(>%3e&|& z?!#18M=gYmI$`UI4_C8CW|6RT2!d=J01l(oB8~PII`PZ|4Ji`GXuU;uf`3a@**H5w z&`kwb7bThaV~5>1QygE$hH~5Rp{X)I%IF+Y1XnchoSev>{`17YF!peJ<|Y77mjO`h zzYSH)TGr+$$n8bZvphABHBr87&sTb8-4Aj!cv($ym>nz z+yWLVD}0k%N=?NyHoIZ*x}%zBQX0oZB6Ab1lHkTOF=sn@phWAnBDH{4{t_8ibU(TE zL|#ZUZ3n&f(B`I&InWIE`smVwtY8JlXTHXgrV{MGL_quLH*@tzKWnpuDk^TVlLA8N zVGn37mRb8ieV9Q2H@XrfLbJKUQt$$^yjyYWH0B?21anR!Szw4)D zx}7?0QF@iyxx4 z&W!dQ*1xm=!tz5xv+Ba=J?;-rCaKP3vKWxFABFSASTPV*gPGIEcXq5z-Nw5&zkEs^ zJhFzvgnc;vxLg{jyE$KzYkH>OK#iC+qnQxp@)I9-*rdBY?L+ z&a4}BwRe_I&#Yjl`oD2gg^yh?ol__f|1!F|A{?+6glS z0Px5e;j~zaO<#@FrMmhqY~)N(ZMWI>w8I3u8&~wL_2Cuqx zT9gV$20|d|MEBfHwg1g0Mg1B$f>9Xvb;&U{5)oi9`Ps$kgy|em=>J_g8UEoxP8y4* z3hRAU;NJ`@%8nD5BYoqLwnhBC<79n9k3ndwhc=?2(OPwY=GYKXKfLPxq;(l2&tW`x z-bKXxqam{dR#TB?NCjM_>MXl%czX;hohjPoOow75dAmE1w#XlxTR1bKuW2~u z&b^SuS;>+5jlMFr?$8Ly7JGDkUAQ3(A6y>XpVL-uGcd!egVdC)xFoy{?2@ ziYnTgwWdVb^Mki(cIUAcIemf>_KT1dKYib&zQ~Z(n0bUC$AnR;pUNJ~@J`U`jMw!o zia93sg-{^U+T5J)(R}|ZbLwyiEpXR%^Y*N^Cs)a|n~6UYe!+8$y^n5o(3*c&928}@ zD-e)f*N5B(MwC>Ay1Kf%NFb~$o{3!dD(~qyzS*H)>o3AM3|^`GKvk7Wl%EOTd6NF~ z3)sj5yJz`JCwCEuV!XaJr|7`5qB-|8CxMh@&D+HnO_l|^-02XEO<3xLOO<|WPFABK zh@>Q@J(m4W(S%$48&`*xp7ecozVrEr{&&|ic2o0(9chBD%9Ge{ld)UTB)*Ec8m9aWqyd(+tULgXf}35L zjp9CxP#uw$LNvRHYpwzc)pl%`dFTwQ(^+HUa242IU{8*H3RxXoB8Zsd`#wu=qYZuQ zr`dL|4C^5XEWh)uO*Y3GSIqgkQ=k2^DKb!pD_pmet*U8V@bu^Z6SUmDfb5kmdL|E1 zT0i(H-oL|5FfC90>fiG|)IX-PN*cKH|GUBZ1MZCgSOOv!_HW2Q z%Pa~WGU^;L4JR7D<`_zmX98o1B@YL)Jw3_Z2IO`|1?aJudST3Ey_Cv7v;xo77=@jP zD%BbB2u_}RNmE@?7E_tiwa+HMW?ff0x0>1@RjkPW@W!>+mof85l{kZ`q%Sh(_WA@e!Y(S#C7{}8 z^vn^s)SoW~kvG88ay52-1_XF&ZB_KSf+*s|cLvhx2Z8AW4^W(JLFUcwnZbw@nF3K~ zN3r*Zu-afWv%tr0CS7ks;1+2ymh3zG<;k!n+PpArle@Vmb+W%o1NiOOlqZK9THN_~ z;&HdKy9bC@#3eaRM)XTX;pXg^A$XDy+Eim8-pyVG&VYe-6&|DZF|f6;nImm zjB*4I>%Q~XC>KxcKwXI;XLeP2R*WC5!EI3fRD%__q2oV7Yo&=6|UDT4oVgKE^M(%+nJwR zR=77pk&`3c_mznk-z-$!_wI+fwkMhmuNJC_{@%F&@^~8{MG3soK zfg;%!#Myd4`}EBvJXFE0C~>Y-86s>Sc|X;l-k5a%yIvbkGnJ-`UPoc$bSfaK;;z+u z@Ge|=_hb>T;fI>1CF@8=>K4gvaI5%VsvdND!b{{IargHdFrA~G>J7GrB<&*qZhUL6 zj>f%}mQL&?t*ZIb)dakvTH9Fw7F~DQcf=+Cf45NEB3xK`fT^I3*yK1J#1(-dIY@sE zA`Y$U{coO!2IITeL4P)&r`EejE*t2@QR2_?S;=r((32rY0N^7FSjm zFPf3<$~lbFy!e=ab8O7c7I)1?W`8GjT@dBt%)!Vz)W<6n)qtXG3PD;TKcI zIOH+ShZT#&hrX*;jUSJbT00u8Qfwe3>a_uFarU7t@Wl+X;tPu%Z1!c=`46?dP)e zNl)X8gWX<|4_$|}VE2w_T>KEq2}7czp|PYo3y4Skx5x>_b$Lx$UH77f2J0nJrfF z_S>&}cWc8&G3+|Or$m!=C|M(ZxDH*CQC=#%=DZBb77Y%Q>dbUm(oci|2?6(39$19p5Pe^*#Cj&`|x$!%O{t1}l~ zSX|5BGtn|Oc`A=M9Iz|bf?33fp*5ZbYkGw-pV)nJ^6DZme5X?3nz5OEgiH^s`bZfz z<{{v`nma@0nd+olCJI6z@pgmNBB*m$qc^3KzC=W5@}N!HT%dS^K@SfrvrHI z`HR`W{0r=FryHW8`aP&j=&$az6GKV9xUPFI+g#X?U-JYXf9P*AvB@n*ubB@0w!^_{ zIlL!g>y-W2d#4`YT~DJ^yP}tLQIU&`kLEOf^9dKcOJ|9tP1u9=M%Cw;?7lvG5L(VE zxdgiGN{N!BwD|%ox1nRvW(imB@ZO*W|Iqc~y3joz=HCtS4@^SA#FvyY3NF67@k!W`~x|bLC2#_aosRO>7x9 zi*mO|hp0Aofy}8)uy0EZ$GOqJ;_lGY90@4|d^z=m^gnJlJzD*znWrT-pdhuSslyn( z#IL}k%dp*D!=D&}yR@1OQcULOT7XFMlrd!rd(I}_H=R;*#O_SKj4=7`JZmt%1t^os za+ahmUs^?mAC`*Z6OYJ0m_e{EnKPT46@U|vy`GS=>Tr956kj@sVC%Yns^$L9MZ0VN zf%>hBV_<0j%tQ)I(vcJP)p3QQKmNFkFQnymV+}@gpB=YvQ=??}&#t9}dx+v9R_-8# zedK9)7Rq$+AP+G|psF-k@=h|ESb@zf)kbQPcxzW~`3Gc=^d7Z(Uo-KS5a+4u6UuaE z=*Uyj$>q!J$73CB{&B5V0>t2kk=v7v(OU0!M0S86j6efNdg;GYy3>i=(gst~d^M>% zhxUKk!TuY8T+x`aN}}o@twCWdQc{;2Ke~@6xi=kHp>9OExAEsK8qw(n(Qv#M{E>CD z*1ayteG-oRvqXtPK2fQPJU6vmTdq)e(RdJ2QM=-JIm}{8_BNkJrKYOLi$p{;xn6RN z?%t`NEdY79uoi^MSBl*`P^>r#r^OBAV;Y>&3#`+CKDo$G;n_>@O^$-SJg$l(=|)?# z-UJ{@_VMx(t*9=-Sq@nQwC^>oYKCL%AJG`sk?UBX;k{cm9iuJ8!bSf>p-7a_lsx9j zU_WQJ9a(sZ)yHE~pk!HJVRk|NT?*D}4?>fhwZsZ3xgxgn@|O)%aBK1vq463&2_5$l z(a#OtI$2S(CU*`*O7%~CLC})QrJ3&+aX1`!tp3@>j^wgC>X{ayp}NmgA0fAFfn1B9 zSqG6jd4d}h@4U8(qu zeA>VSziHKD864o@*YIft{dE3b{E&Y9cb1NCtqyxN@$>#S+)7IX<%R96Zp@LAk99)@ ziYN|p%FVqLHRn|cF*=Z1yK`+uwsQvO+n#7te@N3a)~`&4lB?{CPd|*d?w$1HO%Ec7 z9eT`GFK<2TYXTRe{TQg-oxON>eP>I$1%==RDo5aGGP;wwX@K*nm7*zul@QgOz` zk|_ka=FMq8&!ozcNyC2O@aVt;3I%X(AE<=?ClS;w%Xd-pE|BCu$lp=stIvkE@8*j&PaRpMi=r$IX#WgiaVvg3YlPZ4yzmgWHmqr{#bu(R_R`R*wb8|T+=HQ>^T zHbxJ;b`!Vkyl(#+G-iIgmI} zWdOP?WWFuxTeZt1eIbK&wlVr+ztnWZJG;y~qo6PUVyA4MR9^Yj%=4;pFNH7>yCAAx zC)Nea_0=0AUiY1VHP~jmJZcCIr)6ETlDcu)tN;-2X-9LQ*C7fl}b<63E7cbhA}C+QRM7tui+1Ix!mNwT` zNELghgYvrlM0iVACrK$TQpHF*>~oz^M}llh-RT&XHQ{b*FLTQRXcMJxzbZ4ho4V|2 zZuH&hCxc(w!?1z;uIMzAhjFyxR1+!~YMXg22uq(E<>2|)6We6THvDsuY^ziaAPB=c%J7BmSp1ph6~s^ z+4K2=ryJIb9tnKvqHzDxDgjLTII8^`C7?LrFUZ{oCE@zKpO4#Xm}8*ZV6yZ_I>@oY z7npz;1N0B>e^hDb{AtPztwcEvE+vm4L_le132cA5sLnOrDV;`*HQ(Ur7asA9Xk34*DB>KfzFZ8Ff$a? z_t1BK!u0U!Xf(>~WFputftGH$&1*Wq$7pxXi2)>TKe_!*?^_v?Q7+p3-rZv`_#(C4 zMNu5Dx^WQAO7ZR<9#)o?#0Edxl`Qak9u{ZU30YP8b{Xs8TI?3GlUTSCu+&l?V5#D- z-!NYhJ!SREYI-4P!v{E86BV5mGDm@N!rrn}PK!Wh8frL7vFuFk#=Z}y;a!N8#W&ov zWQ*EQl5}_Sn{aUW_51^^#ZAYax~G85$5JHMq$)U&qipx>95!jH*X**L8NYu|W^#u+ zGRKt-;>1PbA7PQJDx$>1<(=v&Z$a;Y+1_b==A^qZ&GFn~)SNR{65 z$Zm7%dr(r+gzo%AdE+FNCu(HUu;9@X;|d9fDInYZ>azKzyAHQyLapKV7q8{j z4tgwvOE|s=jTLy`luSq8$24&vZgYeD-&_6fReUsDeI^Y6Ohk!y2R&Z5m9}R9V(QawIDOGNcR2f(Xx#5k@ zM-GP#%WV|?sN)XjJ@%f!-lxuWRHMd)#DUw+LP>5C3X)adIh)@+AI~q*=Bk02!k@;6 zbD1lS&ua-cW1{8ktyDhAE>*X%N!j>MJ-T=@N@^laFFvXN9urSu-7{#2srvCqEP8()01DhlF%(0rVc?bOu6Xpz9z6a`U8(>Xc#~h%wMP>*ftj9Tav$hCLPB; z2S2+rBjp9D&j2XN(Np+93c=Qr4p;tq`E0k8?zDD`e7}{ z`p``$FoUy`r~qKSgA>4rH#^xfTg4vZPi!npm&cEiEr-@j{pmI7xu5C<9W{&ldwAe~ zx=;ypZ+#)~lNxGkZT{kcW6XsJ#&}PiUn+9$`&W+^KgrdGR_L|sD8y2Czx+#>YzsGS z*t9AFSeeeGkrg7WCQ{-ec2~D5!W;gngunL*d6o1M!#OXW(p#ovdG7}9=vwEllV6xG zyWI1U$wb(?%;a(xRSDZ@+-gtl-Je(+<-85rNtaSTv>QnF{a0=PCIOOM*cbq^1leZ) z8D1mJ{;4E8JlNunxrrP9Gc?+h+&ZKruaI|NQ#C5StC=WLFwo6A*fE(Gm-3*YWPFwH zeiLWNk!&>McEGXGmzj*^)g_NR&&uc-E88{iFkT3ZC0lZV#A7IRZoICormn?cbzJW% zK%;qgoZ8FuVp;j(&UY|ZP{>G?^F*#~hw~k0pkFZqrPXW_=}LWIYfr3EXauJRyUg+x@eO@K~=Sy*OS>9DXI`Sk@Z1(xVQg~~J?CbwN5hr$yxZ;4oB zC~Qg05XSr_(EYyPq+mQM>Saq!SpK!p9)0F`` zmeSWCy-dH@Gt`84qQ9LDF_>3bwXzRyxb=su&nh!@w@1_^X-6sD@lCE5vf9W!?G+nmRBpiz$OCjWw3N|^jEc8`;v95l2-#x?KmmILwTA$L&d|%rz z=U+P;f;D|Wu5NE}2ukSRF+c{|6J?9Eg}I+|q5XSHh9kK#`SG4)9R&K=SvD5p%r;DM z(vY~k-TNTin|}GPLY~aJ0b+%6Lt#NLuSHbbu2p#N-~m0}F>6tt8sZdQwwu8a(Nh^=q~R+btvmXFIl6CmY~SfSoBU3eTMfn(4~V# zJoT-S@Q)*qY>x#QIzy!wMYn|@?^;to4#tX(g<8KZYiwSA)b5QR{@kpEl^qDZsM>Bz ze~GeZ(bUc4)uGLj%ZHm=R;Tm*h0ycY(YL2-f-b+$gi^9sG6D7em#(OJ5gDgp>&Crs zHPk_|1aUIuKKv5PHM_r)@>2c)Do9xL1sd+tEw<%0V59RE#ffc;dD-R}lW$+3_tz@Gg*5GxY|EhIg_@vM!c% z$CJI6+#Wi&VD1{A!nk`uUFG&JB8-EBTPql7L$$0b{GukY3CPJUkK*o5ln`MZfPWTw zHE=QEmyDhc%n~2h1myk4y~1C(aUA!n?J60+Dvd5 zRBaBceEnp+D(i0IyZF|bgQ`Q=>4*drS}DTZJQ?@zFqT%W#=aw8IKM$|Ou2Gq#;bVf zN`TpP_2oKPzgL?ukxqXmsZH(JMc!oWT!+XrYN@JzxtYK?t)s8>M-AX^37ir&FnOLN z)nRszH#1K4{oT4JF=of!^1ibltKCFAeVSNeXcA>XVi0^JK|=Yf-}K?YO7FwS)ux+P ztkBsVFesFE-UYVnsp`!=UkBRoB;DqGi{~*^Cy%#$=?6xBRU(cAJaNzST&A^fYgQ@z zq_atLLd4#lbXSmkD^o}JDC32TIqpHXu^AH6ta-4hvnCe;=? zs{o>V{#k?k(@?O3PXGqSSH3$a!sQkJQP;E)bu)n)4V?e0psP3|r8i89 z8WzMbM4ikd7uVuQW|Ua7TToVnNY@1#)oqnk^hn7(x@#nw=Ibs~R#@E$BNMHvzRMd5 z*y{7qfgL^$*%W?0v97EPQRgtu{ICA@{J2|m+`%*hpq~Kp_tYytPED#R8({R-1+2m^ z0Qoo}z*^GiYO|g%)-KL3^G=mVD+{kNx_)egxCk#|<-*6K2nZ@;%NjMGf zi2eNm8j~nP$;9q#Fxh!eunmnc^WSUhF$Kv1geV?iPeW6jr(9xH0x`__9wM-P8zZ!B zPOU2|H7&6uJIb`g-ZvTK21B?ga*p0u6&ezKpUsHWCpTL_IGq=OFNh5{D5@+B0$o9& zOjh);HJQ^V4+~rOrj7{cAE_Vq8|yP(-;F!Fo4qh4zsrwo546kC3B9^})!m`Z3M#RE zNduQmHu?7(Ld{efdz1t!L@4PYxX5I0%uLUX0T&Hi0$x!eD?C+1{iQ; zC;e_T9EQDzw<6={lNwHCqy^F%%PdhE9yf^hFv?H zVKa}ffjW|(O>nfUY+~JW(fyBLQ*_# zEYeQC%i$<7DOZ>7rcb0Jw2rZ>SkStJ-kD8VV)|Sh>SkhQCTY&>1QSQaK8ehvj_qD# zkXBJ(2PhwZQ{_Wr+j-(B?oZy$4DF7>g9>N2~Bji>~^87!&~3N$M>Cxrjx(tG`8xyjamvEWh_SfS@1a-L(8 zW>sTp86^5*`8e-KyjN|!+A_S*5NSr^rt&*4Brm4lA={^Rq?e1K<5ang^9H`SW8Mq2 zNIQK$%Y}9T6H~VIGOm;J5XpBYG-ai!`d)R=*6P(yUwywj`&fG2r33x7mL_ z8`pKmrRcLDlj9*%$I<)R+Ia&rPQLY-DJ!q-j*|RVgl4()TJ@^C?dc+HWuGFwselz| z#aVBTT1Jk2w72wmGv|oUd9`(2RoaIz6g>|@uoL=TjNU4b(XiU=rmG7(K?Mpk7%Zqt zJP>rW<7Dfos;kW;&D6B`Y0llGexdU8ZG!~G4%xz8iWt~a#uXMbi1ZDck!F{-Cx3z$ zRnrU)l2s)XWF-~O)w0%hEb)IKtP`@*ERyq4$mN!WfqhlO&`iS&&SB{YxgfUpCbo$S z_BXy7LOUJ-72=dMlhc_$My>BK5>A93Go8_|Y+XUR&Wo5d{c^!)W;BvY$uWH+O_PG* z64SK`{%SiFClp&$UEs>YD)mPAy&v)vn>73~)oUy*_~r9joDzZ-sE*omnr=>j^>pE2 z7kGW_v+pM8zD`f{&Vx%P!f%vqxoV4leXs_aKK2ZJB=K_`}eWqbozp7x`#U3&x+EVvQJ80D?qk0!p zPpW8JpY8SOz|6Wht;wR|NLW&PYhGWtwh6e`|3_e4MFml^A^!98@*2BRviHm5V*_oI_Nn$=uGo1BdxQ1p9t8|m> zFJ16*W%?vmx##COdlmkBny7iVJTgc3X!^m8gr;Yz*IZTU;!)Az9OvrB#qlriqPo`f zDaA9TF3)THm6lMJCyRdHw8(%O1~|tj0|GE($MaA{k0RMfR*yBQ`28HQQkNUG)#*(% zij1%7z{A9pElT+n9s_6um8iGR0Ju3;jZvv*>v{ZDob;9*RgA>%XOeZ6>NL6r{83`B zMb|4Pp|Bx1flC1@;-lPKd1c5J+*kTTz}+C?CkWH-bxXS{BU2pAskB}}FrvTGlhTBE z5znW91w$kmZ`x&8eL&}M{0e`FvK?y!oKWolEMkYJE3!qxExs)TTWUzn8pEvm3$_v1 zQK`dVIUEt_*L3{+Tdmk{mAok?*7PDNa#$JEtl6o9SUb|@f~{KRR++&_soW*8+NEZ& zh;M2TrcHbcZ{JT1i1MtkqSZ=f5DBJ!J;znT^at8yXq=VS*4c!(MVj&di2aZl=7vxS zpIp^)*8hDK=&(`cRC!m-v$x@_sO1QdIHWg7&zxG)proIwPBUD+M&-pfx}jBm_a{$;3gqxX+GVGRElt}jjF7Kz zoySqM@^1QaGO(w@tfnQG}2u|y*JNq@BM!H@3r;^XNjg2wfh@I0l#p(5Egv!_*OBK5Oimgbho)l0A&$iHQtKvcOBs{PctP9gOKnrRGNB46FL=Q!_?S`{@v^dkLz{KPtBtoFZo#sJB<7cg{MB0c}mzOD<*M?C?P zBmeVF`Z%$VRsBaf5-RkG$r+BX1_W->HW#j&s9Xy`3^_jV(yPuqol+!#G zZ6n#h+R&3gNV>=C)aq}MY{AuiY&YQwxFU?S@3CIguCzXd5LRaDp8Il74n3jLeL265 zET;2T->=v6AbleeOn>rlRuZ`6`T58h*ywZ{7tbKyf=;M}pBQqw~y>zsCg>6}rsa3;|xe!W(X-MtWzc$xV z8jJs8{`U*FS?5W&vRkIYk#y!(Z;C~Xw7Ni`?RO?jLy3k2uaHc&^Crfi5xARO__f$REPz=#2e_jh_X>uW>p-{{M)Tj zCKHr5Ia2f>!Ts<~h&#U4$D$-f21&^3xejQ5l8~ZcQfocpEyhaP>U0E@*x264^lX%} zlOl$GVAXLNk9deAJkw{e@YOz`eHA|9WX$WY(jCDVUZ8Qba@u)#A9|a=C|DrK#UF%R z*KbB-COafc9NONZx`o_#%hGj44MrKFloJOahWlW@w;saooz)lhj=ORNkDY*Q z*`>*Tzg4y;fCZ&lTrCML`Cbt)PDh`3T#}XiIvt}UjvcvPTT|+%Au9bT_N@o+a+B9O zm1M|5^z!5{1;TFaXT3RHzfyLEi}E>N%4oe3eui?Gz&PW z?JtizG?x5n?OD@gwfx<*^F_Yo%K>qO?AX*s`bT6y`fCF-=BnqZI)^%GfjJPZfZJNh z8_ltE+hHR+3XnfxuuQjT`lckaIxHM?y(huKe0$73Q@E)>Z41~xwpvTl&EB#4VZ-ZV zQ(hOGnrZ3VdMC64A8rS;DqGN{17kvs(rH%fBJot4T22y|&4t3>a#l`L>eQy-KGz8} zX)p>n?%jpe$cJioiBu`guEq%Dk z>yYz*S|*+;FBMRI!wLBm%lM-cGAXXa{GP-A%G^e5H@ZfY<=G=995Dd_B~gWizI!x8 z!HQQ}1snfUL{MMAeI4A2-gfeV>?i zaSRCdQ^)psFG!w=r?!i|L_ExM4%PlO!k`sJ+1-2iWm0Omn$5%>Psj=}stQUUQ<6Lw z^)ws(BHi@$%@5+akxAOmaH}Yf-KYBH+%%2_&IzKxWzN>%HeY51PDco%>l%I}d`r2<^_bRxx&K_a)byk|kaZh^5EX zMeo=J<#L!j8Ib-?k#PAOP`n(D2PUj+=ZmhG2hlk|4u#g0NNdeV^mZr9`oP0$I(6N{a=ra4)@H&?8gQRC*sm{HOn zvt;xi~IL`jfYxO`_Skq65@y;vFXxPz<}7Ds=6 z4ZAPKw<$1rHm`2#QzgNg{3fRBj*e*)cyVZxpv;tr76-h3xBgn}tpi?nHa{r=qJLJc z={j6AK1d@)u5zW5U2ceVl}USxGVk7eNKoiA2QmBvzp-2SbL+C<%!6Nz2>3@h>&Qu1 zHAxCYizW40N;SuqImy##oYNh7LLjvHZ?i%+INQklJ?&K5mv-p~kSl42VR~e)^m5PX zUajl};*fCi9|m~H7oKW%-a3gVifX5$ce!TY0g~=HEk#V&9r8KkRi%1^ne1$;69s_w zv|ByesPb*;+iSp~m^}cn!r>QrFVTSl=+=OP9MA#GIi!nw?$;Y*)&Zf@UzNSQvxhq@ z<`Mm!CjM!IcH{oC0rmez(vn8+zi|abnP9=|yF(oLbiZZy*ZX zY66skyZ(E3ko=FALM1@j^m98U{D(mCn|lGwGW7GP%<@|67rvh-UQ&Yaa2e&$7#U>} z8dg?n`J{uY8ASBQhw+TdNmvVL2Nr7T^p+RAXfhOL_f=7Tj842Ft;Fv z#XIA3W?DST_J~O=Y(jn(G22UZn(RLxe&v684Fm_d_Xq<8pQfpZbheEfJw895a(cm= zN_&#=+cVvCKfs+S@}Vk_V398-?IshWE^`zzUD zn4i+Bg?)mE`s_>G0#cKp)5Cp%D&DGeTH)9}s*qu}+t}W0%o(xBPYQq0-hEh&WVw6a zzPMazlW(V{e)$FB?1h1%Uw5bCRc>dDwOkyXZ3pqi1JG&o(qcJxl9LVuTza#R2@oml zf7_eKm_2zj9^Cx~FdR7goH?Lq^s)DF$+$Zm3CgViw4cJj`g-&^LyY@Tic_=6ogZ9J z&jmO9-D#sY2u58=tyGD|xxF1cC&uhE6?)I#{4LEXDWNMFflEtc+U3kX^BS5_+~qO@ z-hBe~=%7pIJt*~zak**zb^5!Tw+GPgt{8y;h+Nz~DCMshZ+h2rk8iskkV+@)iK8iz zW4)td@dmpB!U$#)l>?oJr_64!cHsgahI4An`9%(KJfZ8b!t6Ikc}DDBy!@+yQ3jBdQf4fkKP0|Lu{L3LrD zd@RRG?8w(u@&x{MD*>985LzY~$Da~MwFJYh;pn4v;CO3IVtOr4giEudVyAD0 zsk%X@V}Wu@Q2e`t+d^C?8fvn8g}YIk(ht%HaVcmu@(Y;V2z^&@l)KKo=%#^arUZI~ zUHF;RFG70vkV&iJ4}c((xDPrQLb*8N*0v~|hPHUZf6`P>OL+77$z_1TjiS~ySF!`+xWndVjEd4yy;dF!K0-$p zE!xCOlTVY{tL4}`c0%0KsZsnV}Z3%^zowz8q(5&C4=R+>e=N@EH6~`2l6gH9U zKQDWyOT;_~XS^vP{nLt!5?sh>C!bO_hheVI8BsOB#im(?hc30Ab>(JOT?ELV);SBH z+GJFswq#P)-8_YtHaBOc9JxehPfEpP8`98<(~8i%mv1oU1#v zB`8-pIs~B4>3ctrEGFpeeT!#`bEtj`%=)KwdW)Gqo5lyRv-h~LGrE+(IyMrr85>v1 zHlN=O5!e=NGSq^s%K#4I`01QJx$abFo% zTjV7ES~!U0S9bROJl9FlChvWDC zyo0)lX-UE~_j7-F^fKLrM`H8)xunXn3AJCNZGmSlC5*uv{g25na$98f7B7AN8^612 zA-zE5{jvjW;ps{4#?nK`P4Jr0@SxcJ%{K{Ho9V|Kr}dv@z&a_p1MVv%h=WgPwEx8L&! zzrc%%_8vX0D%onA2`Jpse5ahHw%^CVgU-Xl_ab-m)evkd#ii+ISjsCT{3rJ3yB7(v zfEb4G-dXG5e7x;p+%S+va=M-u3Vb3NaYY5MCb{5Bd6K&ZO6`tiBQgLvl^K~3kb zy{RT0@yNZhB;MV3KU+Jvn#deHDQA?fvd3H{*O=q~QOpE_z|$>bkt}CWULQ0qNU@zAh{Mr8hgBxp90)J!-vxi!te2Pu3^!D5@1*G}TYxMS9&|lpx}KeR zu^uoL3W!=(-PX}#>m%{>WxP@J6pip9ol8Ck*n9v}-I+87b9%~55(8 zFV_3cu^49=oAzV7@vmcNAGk3Q2A8(lx?8$va=4aXwGF?Pq&Qn&3F}s zFSHhzDY&f1`rJ7dz`e z62{VhB><`JUd}2(ZGbA&pX)#H_AC(v;qR_b?=2&!zqvmzgRM}(jz}3VC~`)Ups;gtsk*4ZULS}fE*X_X#aQ+ z@G4VMr}{QUK_2dXCM_Spwj> zHLz$LqMG!br|WOwLSb`ts7^zNt$I#CY(-czj#0 zhiTD^EhECaFj#-IZAyJR%YXXwssynPF9XQ>fbx1#+=5tVn|h`D|xLdvp0!(f{7o561#`9fgTc*DELao^Mw^>|>bh9>xpATO1!&kGTSdDgy24J8}&p zj_Zka3>SV%ywLq427YLQl=tIr^)LPLBC`%5+!q2sAW`M_hrX>b*m)r`5}kS2KyJLo zaotlJY7g8hw3Cde!gSy8a@z`3Q-+w}?cBpoR)2eo){)!l16npnsr9S=E*_j0{lYW? zx9vcV*uApB@v)iMHKr!jxn)gE@_K%-{*zz8fFHOwJvlaGd)>#6y%@YaU^jMo1K8sS zSL;_KmMr)KS;*YzCru-hk2f7w>f7eFV(f@Eua8D#sDomrmED}CYJJ)FGq=Gsw``&l z!O1Gw)O)pSnC~ZN=Ja`bEbM5JnUGR^pl}>4;DCH)x#|6H`rpF1H*4+Q!dW}hRe@5N z#B0};?)D`7PI;*W`1^(^caLXwDVueAx;eyS*T51D3+^!AW1jozqyFS-Te#y;t1uzQ zkLgtA^{+X<;d*qw~eh|g%{6}W@*%cskcBbH1FXw&;K;^M*Hw;7aiaX(6*s&~`J zv5&BF&HhUy2lAD_W=sQ08E*0zmV$F&?fCs9&MJIVS2|c%!ElU@toE6ra>dDF9jKDX zd}~vzthI)2yb9T|_X$}aKNGkq?pU>YVf5u-w7&dz^gflF(^v{J&y3hVPso@|%OBo* zT>X+-dY}bTM=Y#w$%%GAb3~qHsTKy_5KdW!33Ll3Jis z(?{ePvGRgb-*5=9Bn&jIL@uyJw_B^ak=9#8WE875y-_0-mhR-?(ZQI$=0=O-0Ew86 z*X4sNwwFd9_kEjyT-7xJy2)@4($$3YJ=y63erC}KMfI&nC)VL5v!z{8A5l=}Kw7u= z((@DH3a@C?quwZ)^i9Q-2|tQ;{jI8Sk;TR-SNQO4PhmFM`d?!a$b@zrs!O<#>p5W0 zL3hgJN&A(7qyO)ZkqjF=y8Io$3W{4S#Axk~LbzPKxl-HZ{p3+d8WH|vJ{s_Drw#&$ zozAs}Q~yc72IjBXR`4Ep2BWij*^1v}~ zu@q-FV8lfl-Q1;{7rFwpg6*}n;?c6wblp>iYJBGo00l^q${RVG4|oM=c1*+rfp{`6 zXJKkT{*t5gzTJaMvk`HJysV`$v$F~x;q#7JvdzAgiVDt*o&G$MQ=H%!C+fAXq)Kv| zs@S@`gKMZx3C$owf!~j-#{;K)U1!#PA%W802t#eWE+jzCKYa+MWP*kJV#a*aexMXP zvbwxI(sbJ6(az&=zrMBFTtpY)EDIt`!sMEs=H~baV&r#ZSEr!lXd47g97 z*Ku1MdrxR`AD5X_A3&uusP6>0y7xbmQA^uh<)v0}LUf;TD@yP?`_V3P8Wxa)P zYFE__+%VjvpWoIxS`*?vsld`{#FJ=#pbeAU+6uhQGX>d{Neflg$0s~g&|@=kD++P< zj9w2JUg7>lx^FhiuiK;_HH7NO#AL3|mgMvfH;;t#bX}&5;N#`dXZ=;C%P+({^_93* zk+0U+0C&>SmQD#zGS4dkHcJV^UW(F;)PvPO)#}Wew9*6PtVLa8d7S%&17=q?^R$BN zJZSK&kHH@YdZg2x$emmjwp(@#?da{U8JgZxlmLMdupujw>Fl?;(@~!^d1>6`gDBjp zN&^COm)5{1RMiI~W+Tgme^)>3W&pW+N`*-P4Y}tay!SrSq+&)$Q^NqWWVzr{^A*)? ze71VywXSLEx~?Dv<8dvv2E>g1TQ={|2pqD9`F@UVG1+@>?eEc*8S9~Y@ZW9y6F00- z2Z{8pBhvMB3D+b}brzC~y7AjHLQ3fJO-;w0St0i3F7WsPygl1f2iNoGJy>X9VFAcC zc)1Aa!YZ^2I^HohP+Kw_h$f$jv^zwXid@qXe2u>%`%p2qF!p3nML(aWJe3x*`U%{` zDOG-@27#F4dbS*?-aqXgdy%Q(;NsP|mBQa>t@B>0(WCm2WJ1agIC5J$lwQdz*CAF* ziBrsa;)(VO1#MD}KbM`1^^^2tuFDuAXQIiF8(q2>`JNa4)0CBOG@iHv>?!~+JGlux ziP)rn=)x7{ZDp_UG8D5ANCiCp(qQr&4)3Kn$d96QX~Y;Tl_18pX0k zd!8*d0z4Qoe5$S~_gWvsr|A%nqgdkmwDVN8RC|>ey%lc{?VQ>iOh~!EGm_J4z5K9| zs|~@8UC;th2XEKlAcuK{Q6PH8ZT?+DM|8VLeMcdcsH((S^18NtmEY}u8R%sIZrf&@ zpD8axM($6BL~F+|&iG1>L7;5!V`+{tVs%{o(ocshmDGNzml3T;9w&TblvW)zq{*M6 zXwPIHzOSMh(SyKTYk_28ckRTEf`2?E1Z7tvC7r^Mq01y35E=^Y&fv{-ugfSx{Qt zBM&39AM1mw-ZqdP49q2M4jS8KHXR8B%KEfnsBNBVb}FAO`T#D&W7Wvch^Z3aU^NAi z&8a@`IJiOf{mTiP<_kL~AjsTlIpFuSwm$Vr8h2XSwFQp~8+z`oTg=j(b?2B-9^%p9uTpHaN*~ha zcNRVhTJcV&)pGQhET|qiAT1rGEqS!r^Bj)qrQ60o{W&pVgrCjXKVneM*?$8D!RJf9 zKfjpjz5V3hs@juJR|@bd#EsTVYrDUj-m$fSz)gZA;Qn?7p#_;DI-xqL9^hD+L|=}9$aj8Ap$EPPiJ(i|}x!dojbn?AqV)26Q({wvbHmPkUHaL<;DllD4x z5BAi7%Uw-j&k1CDN=emErNYFcvmDa1)dE-zP8{Fa&i@B*{_Q%jBL&2-&H}O;nt$8U z<=tzg+~F+cZ`a_rK>?$L|Fp0R%wX-j#QNO`sz@M8d>GgumnM!QDP5E4UBQU$!O z`Jqj4rL9F+x~s)=k+Q@AeW+=E!zDUS6JA%tAqKzQ+`aY#n_iv(ZxhcCcMOC;h(x4`_Urb{s(#?KB`;ESY5?Q`M$~&zu z&tc17UzB*k0Q%`^JZ{fc4R7E2KNocX7nb4|o#tO>xva>}J@EdLfaSWX_3bg$Wu_3~ zh^1dwSuRAk96$ZZrgucLd?3yD&t zBl#h0RR54cevg(2mF}zu+`IJYI}j=r7_|jMj<2qqfPsZ7Wb}hI5QA)cnz?%4=Aja; zM^R-zCKf}&Bu7@`JmuYF*+B^W7&}pdRBQogyj|9hK1Wuo|EnpoaSEqVTB~=#wY|7- ztAK=0*KD(u$Mg3{Rb#nkYkY8wI-T5DAMJyYPo+{^B%nan%@B){HK8UMBxhh;KY?!6 z^*WQ%(~3b!+nwdNKoArs(**F=(h|p>w$v$JOzEVX+?f1|07)t}cK*6on5^BZ*%scq zKR+#BLkMj;KghN9GHMUpRo(&t?4#9**b8=1?tb5uOd!aou|(r?ij9X?ca4>%zSJ}= zIr|e&T~{{6rBrSlAS(M$BnBP+b{@bw1fcV$>#{HH3f(zuhGiu}{g@JzUo&OOn@N_3 z>P#P)p(M2)&DN~HuBy(%flM$C#{dL70J!HiIY_s-2|nGG`0lV3hkbrlS3)2sXA_0p zJW;7f>aL-=rSN@xM!&LxXR}twl@)8$O8c8(F>kE-U(H}IZ^&8uF|oN7bVQ+%T7jyE)ZNXb zXz&I*9D1%_-qPJ1c5}aB|DiIpGmIAtkFyPRtBs^(3fwUAUjY9J!y!FuMyaxZKh@FL zcLRru!3G+{i;p|Na)uNZF*~;*eq@h`3ElrjlBU+mJ>KpKUHg%~R?$ERW#xm+BL1OJ zjznI_8z2jBh|NAd-DZ|)^&M?*h2>K1=h(f_Fbv8NB z@*x-K&=CfnZT$9ms(sDGaCMATWY%oMkX^ku5$aD&v=ztz zWf0m7+7p0s-MC@@3r-gXuk*n!m3vI{4lmb&g4PU-<71YNHJeJUz>U!X7ohuAo3D`Z zO#J-(iP_l%3qvvCrnJbJ8Dn9K#m1+aK0~R}0Z+~8i+E*zo5hU(dV;WV2cE?*8(mNm z>C1o4w9_&&s5-N^x1F@i^fxX-+@uI{B*HdAPXrdd6K8QyhpVSi+SjPWg7zT%gipYa z<(!+IzYp0r3UzC32x2*tRNb(weWkR-Cbh0z;5n2Ak1ef+a}KIvK3DM_E}Po~eLGKE zGKqG*D~Qt_g#+i`y4mlAqFvE+r0D4M?(5=neK-yHmNOstvDquzK<=EUuW=bd|KBgs zD*2~am19yZ4H3qcM3qQ$bWz7VIJ8nc)OFa-&TioJ5%*-dyh>HG;UYK`c+{U*RE-^d zZ}6(scJ%;PVz*2PAm}Q?Tvs?7zmhe5B(6%2ii#@jj%v_rXm|@=)pJn%W-FEIe=+Q= zN(3dJ233X=HoBz@80@wrIm&$>n?Vc?av5y((sm)!ybut!ofB+)*<}8<Ln#qX$O_Eq5SjO$U+<f)Kd&09_yJxDZh&Jfop-R-kK$- z7P^Wda}A69+%Gj+a*J;2J$&R@eF4r}k3hg#fYx%reb-vF124S`&YP?Y&eKRAM!R-j zs2%|&By(3_+;1NO&Bk-;87w__)jT#0UpEXV4jJNKh2%827#SW;qcx6_NP0|Ux=4}E znFR+mxb@-))!(f&^A@gMS4%fW zA32>FI)o>}W^HBVg^&;#7H~)n5@n@){o04~kCBm)co#F7;D$FjogIi*7GL8A^SK?R zITNf138@f$Iiv=RNjbM=gW{6P75SBYo(eUV? zdxM5y&QS{?x9|KvNtyGEa#M337`>V zV0)N7h^Y41jABeOg}8?r(Mswg3EpBr*@C>tU0U-oir(H$rRvqXXS$gd8=q28=x~>P zl}-=DHw*Tv<>CPdI(2g_ERGtJ&KdCvP9{y7MqNkpbdSPv@C7ZMdJ6%MhKpGECLjt5 z0Id^k#7PNV8iF>?k!Kw#+Wz}SQAwzF`PrZKJYIw zCj{M+2%KMFqClvK6tot~ht`8Zczh~Tc$Cps2#+k36yrvtI5YD@;NSxWtX34p#L#em z(r07nttEuLGeHN6^9ywLyJ%8#QOuxKDi($#H?LW)j61SgWX%z22ovR0cQ?1U8T69# zRbSf-KwU^MF@*#he%Iw)PfMP~2}ew&4P;gPaR4+#!_qAgT?qdgl#r_bP7*w{wE8Vd zl4cRxp4~qCWh`@wd8@8*d_EWmWuV!Rx3tV=MbY(`2B&Uj!u-sW@>X&^+($ZB`oAA@ zDaD)4DSb`f&&YYzaqJ37*`-(6G6s!k7WFo~vJl$Rr_lFJ1h(1+vsq)&KuR0KH-+a{YdDLFuUolbtDFxZpxL*X>O2|{dje+@ zp;>dZFbR(Zr8UP8tJKfu0e|E+9xxMH7m?kM-=`cL9#-=A7k~Eb8CJXBM#k2?%!(Q; zO{ZGjuc5uL{3F7%X17*kknq}PrgULIn}O7KH^A(!_xf|_$rb@L=n7D;td{fbmlpJR zno)~$4CYcZo5LPv*8JHRr*X3Fv!woN)eh2zzvq0*-q`qg9*>Yv>aEH7VXdGAJJhju z-wKAQVRH=Wj&b52HM++t@$C`U*_El-uQZ9(T z1oSCKFizV{%RfGSg71X8y7aTVP>MO-+Kq^?DtSiiKhf^34U{ob~QF;vl_XqTg6bdzZP@sy66h=vSNlsHHP*k zz;Q~#>XO%?II_+JEWnMN<*#XQpK?wQtE_@_1KGI zUkaDFJ>z$>1BBA6bv!!otE=Xyl_5l$YG|y#Bc8qHzaBqTH|( zp51xg{k3kDT})C=4tMJWe)Tl+asn}mAGWS)FTQwT(Lw|}X{f1rYBmWI)JBL$yrN5; zph$WDnkRU-8Ez*B9#}l2;E7OWGA-V3D?gt5Vv@@@qWw72bnY!i)SVkGdO`pV zc#Lcxb5VvJ;=b9_;E>u*%hFIcw|ah8Uqh~>Xt>;6XF|FD`!(m?E3o>|-Sw)+|8^}A z3rqHPX5#;Ss#BpO^CkKRB+vH7L=M-4OU1;nuVb`oY)N@aJJIAx^B}OgX*m+xs|vYf z08c>y!`Bq!eYVCIX-(q#{)Of!5EjV(NxQU*rhZUT*+OON9_QsY@mUXlY_Yv!+JX!y36)m?FR@gIgOxc zFOi*L11V{$Wnt3k!V(hH85tQ^^T*#aQc^#mIsaQQ!herw%u!qmswa4pi?jND;B+FomL7AsvrNPlCRjR+XjI zR(2hN4Amj)8bXx=W2d4F*&@|j%+3!>etoSY!@1Bh7xF9ZSX*o20#EY8F!B4D-Nf;4 zUwls}ceZDn#C$P&d<#s%jG1Xm46sju?I@${vP~z zpmztya?aeB0I#zi(fT;OXK?T>pT3TG@yWPV%910@yd~6z9NC<=60ZY6D_X+F%#-o6 zP=1PKVeLpEP}y+VT0rG#W>s|<9OtTenXFWQ?p2n#ux+iySt zjZ25mdRmbTpFO}}g|nbl|5V*_A8^Wh1=v<5+?ZKW1mQ! zC>#4FL1X3L%TZ35e%H{Te?s%_O2|0~nE1{)d1h1E&Dh}Fz#p=au2me(z={Ss#i*rO zBn6uM9RDB0BIp>h5k}MjoonWVM6JM|B17K#etx>f4Zt&Qbe1m|Aq-zHxuw{~;SXM1 znfQK5Rb`cO$FuNFo2N<4Qf@IvrrU*H%GyVgFN%BkZL|?vM&^Ih!!+|2YiE@#s9^1f9#TcKQTSY;1Ah$2q13;?c^%xJtX<$l z4;!5im)kNXC0DBa!s7{dC2}${*r{bJ2)~B;sctDD-ib;`n2=HqjI*x5gTeBbcz^mU zOW+@$X^On0YXXEQ<_6) zaA@xbtv}6A9N>9KNOG2!wuf|LTewOB4g{^r4(q`~L^L8=v|K37ca5!VY?vLcIB9Hk z#69y-jkEvw46l8Jl^d zRZWdDH%}Za7T7*?=Mxm|ubfEynk&(5l`%{_V5Y5T9dk(sy6p55lNP%NJ-Z_I--pa@ z0lYzh$OcvioQwyxoCYGKaJTMMHA+|f0p>|I!>V1b_MX+1mHpK(J$%ySdr zn=7CZQm~G+`~Z8o;lG7(*J7G#0LbkMD39p--OW(^|LjIUt!VW$E6$=4{@(z?zsN$Y z=7N+gegw_rC}(5A)23%hO%L=o?Tu&5+Dt3nLiM{a^M>hFB{f`#G+Ge1 z{%RBUi`{rL@lHVtd$Cpj=lU~E$khtJEsLtK@Jw22|IG@shQllQoP;cATrK z&b4%L;VBn+TpebLZ!Ldf@?>(Wem@u{4)s)c6rZ2=4ZLn+Njv}5BWuR7W5#a<*Mv~@ z>=V*WPus!&srF1K#{VE`!iun)A0?a~^JmP|0BWO4O;6dz`#1ns18AlpQiSfe*tdkK z{X4;y8e0J7<~v7n`r^Tr&lPUOg>G~S%;Qt0Rg@JQo#2>G5}a5B+_o2kF)p^H9Xpj| zzMB2V2RjiBq?T*QOBJ)H8i95LIVIEa0!9(cOX~ z-CMKoEjk`9ddWPUf7_b-*|}$LoYN-v5>Y}XGmf$QK0)l89`^1~?>5{3chU(~m}40q z6Ro=+)~!_G!lAl`21R$X=>-=zx8j*uYOW&Ip?d;K$n5ztc%#S$``4rd#BXah7m@1_ zW)JP{d?mf+|00>`tRv|%s9&mtSY71Q+*pga=NQ;I4XSlpd4A_uq~r$o(V95q3bCjD zp+suct)$)i+XL^Bp5-W?uf>XXO+5q_qPvEI|D?OQ8~ERg*nrw;)ePj!jaV|VQM{%t zIM)xNlKma;ihuR+12i40C|H#j6y8cqp`Qr56+@E5zv5j~)D%B%-v5zgQry6WT*cFP zfFOx7eZgX;0sW@c8jl3O31N?SJEw($%l!`IcJMf=i#|1?@buN?2q^#vIRX`wT$P22 z`3=6*@wL?DNH}iMn#nW0!-Pi@m66HWD88?`x$!9}q*$^J4jgx<%LSgspy@+KPRB<^)2jn-S-3R!QoD@hKc^V`rVvq zyz9Dw{i%JzBD9Og*2X4kv%vvCSH&Z0Oc9p!P#Zme(Vx&!pDy!ON$7%xMNaS3PVrjz z6e`<dfGn%7g#AxW!lpzOFs}l2&eHQ6I3^bSfE)C zKwd$+0`Z<7_=QARQkEWU*n!5(E5@bwUls2%H=D}KgUJM;R)){fckuFMSo*Hw`Q?6-)r$EEg-09Z$7^P&QzH^(DAb57+ErNRDq0f!<-tqykELvfxN*= ztPbh#R>d5W&}m?DkK9+9>hmwVdIF1el@XAL#`u#86qhKu&v+%ykURMclda5px z*05Trosm*ZjT!#Eqp_RKBJv=%L9bAos2-EXZvA0O67pv?Jcmy(4|VqEA2il+lMBz^ ziQ$Jioha{=T@7dwQ(ax1b%5D~1Mpzge2j}D#5(ZP5Z_L8%ScO0!fkOxEVt*nKuRXUt{P556YHaGi022tEs7}-4^wK{`@&hRJmkWaOb4LlM&<_J!{GxA0qKg_EoFLL0;}q$JQDf*el`0 zQ^8-WU8~NKs7Bc`o-!6`!8OrWWA9Btnbjz8bU_J$J*})7tz2sk48S+|AzmKL4x2p= zCL7c`CB$iFlxT2o`Tlb@$#8Biu6MxwOLRw(JKGDo%AY6{4X{)`nl##}{qX)h!UE^6 zX429gEvQu+n!=z=qHmO+as2g zO{JJcIxs7WT6sD#oQ<>0LPC0DM=ybq_qC@p`2=t3*RNmqna(z-?;B9+@Sj?YIG}{` z+8)_A8jni3FSg=U*CMvkQ4n_*xj|+U&tGSt6pL$AcuheR{Lq+8I4Jk{;RgoTVt-NS<=|A-M~967cZ08ap0lNM zkHXU)vUOsap-N#%<;S1v^G8-)UY0}N7#gRc0w?3l;!#6RFiUJ`uaC=pb0HD^@xi=V z3c{1Q76VLMX+$KuN_coDcFKq&VyooU!s>mBUEtFcm|n#VkP4aAhJxM1e- zz1kYNB2mp<3kA^-M){@K9X72mO@Apjo+y)fua+zqxb z1Qr(PtdWJ)Au7@FEz6aO=&$Pi8MY4n$Mg=5U7z9)xW0dXA0HpTJF610fjC*IYBtRX zt>ry40(u~DqjT@yD~NM_|9YLWn{4z!5+C}_;z`bI8gQKZcFKP3L|(ihly`rm>|bwz zZdFOJx9Wc(wMVWf$x5?nR%QATY&QIrLLm0Sw2Y=`<)1StJr9i+GJo41Q3nt__t;ai z_-@4o^Z$&JdLlooj_xS^T;NS*T$vU;{l?cdt&InFZ?E61K5SAePRWPTVzFsaTJ_DF z#p*o7<*=BTn0O8tcQPbK9(V^YfE&e6?niDmU*I(CKG*5c(J>hgYa9&h4`d{u0??(PFs@-)s zAD|4Gaee}l&6Oj^L&>uuf8xxF;SA+R81HuN0d*)jbx(uo;K<3Cfp8;1qk^tPC!dsK zKcVxtF_6;NT*qss<|?G+b8x*>ix&VgkTh~VYf|bT9$qssW@cq&l9HnR*kTe~U~buH zt<^>YK}Rf2Wv0c$J||}#3HeEsiRnjQ9{ft>W@S|tjLio+wv&?+R%CTO!ZN7ngw%3` z4zVSPH8nHy|1tL6;aInS|CbaEBX?ycsZ=T}WMouAX-GvxGLn((y^F|7OGGF;QA9>% z7Rn4|L}pg@CgS%x_5B{t@f^qVeV*SR_kG;Ab$zbS=RDu<*Lt7V_?%TkHMBn!ZL8cz z)aEbqwb-m6JMi6(lcQPV%ydsv`B|rf*@f-0Who+G&$?aTki(o(@^PKj{N8+pgfqWS z_Z(=u@3eW-4t?iS?Y~-zS_6M(zOWGApEHu3YQH&Wf8PN2x-(`f{0*KrwFGpmq$Quv zT{a7=wdCRR40BxTm(jr6|GWG;qj5F8$#h_?{W;0^k)v4|Qr=F@E9hqUpL%iJJj4FN zszD69sj;bviUJU8TYq9!^QHZojssl^n(G;4KTX9yt1+4#c#*2;mz=yWua^PKTU|qA zZ2OkDxVW*29Xvc^+c)DseaF|=Q%_F4j}>u=ei&B65-XkfIq>85me!&z3fZ$-{COMd zm1Cu!uTgw*#+t70UH#{&o7*nsO@^xcqCe7>qhywCb4Y5Vfo|s==RgIi*moA19KVE4 z@K(S7$1VTZ=WU!33hE)}*mKK5wda2(a=tk=)TdE2exlm^_ptf8>f=S@tGf<}dbJ(T z8S&8KJPEt&?Xj%kkHf;o8$?T3^CO__bo~6eQc+P+CZ%OgJErCn!%R6RBl@3< zn^v-^zP{(O6zEj`&$JTnAkR66_Bpl zdP4(8M26cQ&Po-t9FvgeUxg#XBqOvKEp8Q_xfHTpisn}T*OEA;sU5CUYdU5$+gvSj zhF;k1zH0pAGVf*4Sm0b|%`dx&zB()xa_8U0TkUqIrrv6@Rg&b%#wqFsvR4?pKD?=% z<>?yU=L}pjT3_Y2{@ouN*Z0$}5@kHyy=DE1&TwsSv--7M8N5G2?`cLp998hDU2j!O zyT2&h&8qy-c0SKk-J2GFrc|8NwODceBZaA9v{_1GB@Z*7O~!{l>v-Bde)g@(uH46Q z=JQ)5ZH|oz6P5RF=P~tO6(_25$J$P?)cQ0aog%>2_u|9afkGw5n^U<`J6sN3YK#?d z?`yuQ)bAy*=2*jJGv~Dl1I}xd-bx4WF5cZ@SeqXwF!bqLdECS==f-5a{7qLER+NM}ELZ&luC z@XOg>`}#FK=r!dRp3hr~c8g`MvpMwVOiRh2eZPz2v#)x$mW70k0WJ0OUX%13D}Uyi zRlfnO+zIXQ8VoOi)vk^{mwZ|4ezj~{B_-oDNw~?t+dw>0o4x7FBUGvdh5q`B_ zm2aLVYTQZ1G>H9+`-=;B#9e6PG6JVnqFybl7)l%b%qO^tvzB;2kEM7Af4#rqKP&95 zl4Y-K|CjF{6Ot1+^uK&xiOz{C>_00iXZ60U`|_X5@7;eqwLNzJ=kGscom?UEpC4cB z$ER4v|M~koG`W;h%eUlz{1>lK-zua3d~1&R9{&G%>ywSymfJ9=j)?*DeTdCExM zJj1sa7kqBrT7|Dd<@A4h%sen_Xg1%fd+qnk>+4W8j6~S?X=WxT`X61suw!|S&A(=f znToUId#@i{{MRbx=Ba5`Gk52BBIC+_D*V8$hzL&n!Revq3t#1(t{qiWl#8j+nI3GC zzx4136AO#a-Mj0v-@U^ZpI&&SEq`eT-q|fLa(nNd)#)w^UcGv?$Gdk2QI|V<{+VZDXZQQ{?ZtHxHxs5UTNq?zWz{cUEc)<) z`oYdqM@&piUY7l?QRDTmnNyMa87dq_pj?jS4|q0>8hxre7H*+W6XFo$2-K z)^A#hGOc@0+YGm`;e!BDGc&#Y{nv$wnct}l7n6JO?N@B|r%wd|Y{KnbUDQx{&Obl9 zY8~^wLw0s{Ob@l2a2v;3okyOTd`n8r%JRw0mHzehxo3`b?=~SJm50;rOY>au%29XX zPlXp17q4PqU@&S-?O#xEsIj^ELt!D+rMEVPZ>}|1sn$1VnRlgE z%gBWvxPB)7BwH?{D{xB9JA3n^^76W^?;XjtOWOW=_@bLR(}$63+m0P8MX%L+#l&n! zXKwH9_3_=XYukYXYP)i?vcyE#0|%8Y54J8p$4|{Xe0=oR>XQ%84FBlp?p_5y@_fq0 zOi_){de;0lK&fePE>M)W!Gm3-# z%c|tYhB!91u~#?FGE*2hCB1qo!#~v5GaHmYlFxVhGumG0d4ykLdG$MnKaq9cqF)kl z*q@nCM_)hYS8*$cn3+y{!HtFV7Ny`l+`D%lONb0_v)p?(-?rzOoX;K^eM!qsuiZlf z4X>CsZuEkPyYJH5jhdOJhhr21t#Y^A;@!Xh9}Kh!;pVS8c<^9$PR_II&6(m3qfa}f z!o|!L{`{WOH85C(W9VFFJA52)oDTP+@2QZ<=(uDyPyPDlnVv4pl^(<@v_eHiB{~B_ zbIEIi@-KO=&gYZWnc!R|s>INg1aSprXNxy2L`gZ`!5`~7XdO?#uyC7iafv@Cpa;Z^Fj2L8#x zrVUtm1z(?^o6F#Gn}xeOMD7dTJ@W`Anjgt8otx-Y$#-*gaCYu$&2{!O4&st!pr~h= zaXxwSB;ev{m3K~4d+C+{Jp0s2`;*`}5FVs^0i5qEn#pSj*XGq6! zfDXH+^s@V(TdApnE${3Z2kKMy-nU)7X3gQH#Xq{bx`oQ`+?QmKCHR6{LGCieqN8Y4 z#baUGclIMC*f%=H#%m~zsk+p8^TP)x`)a7Uxw&z%c&J-t{!E@D6`^-l!g+e%_Y7lC z+$6oKClVA7^ZY-|sA~LG*id1j*Vt7T^A~@wI}yS!k8<(l>0#=H>1K03u9|WtcYovt1#8)Go7@>>H{t)O1myW--95@(u@O;wspacBKix6f@xiF! zWrWd|Wm}q0zpGi=dHShxluY7TLEE4`5O zVbDb}C2N<|qKV$>fm802eJYc`zO8#>@~sH#qNB6(W@DrJ!c@cMV<%4@og43-%b4TL zVm=??h$SRhXVUPJ@AuNe+{CeC#|j3U(y`1?Yc>WyKbNp==T4f!!a`D3@f6oHG2Jlx z@m3cPAyi1;d$+5DgE%$=#ogU~-{ri`LPA37Z*6$VQ%N_hE-ERB|I$!cUcS!Q*jP|_ ze&kIm1SYL~H_jV3Zj6qP-%Ls2Tb#*X(#5`Q%(3286>-o9MW32N{-auEo^I&-n-5sK zz_nifECQX)=K00=mhGJ=bd!!B_HD&@uR^*-E6*pLUxN~=7$xJH>Ns%~cZ*fkO@F3v ztgEypO<(b3l#Dc^W{S}hX=i41t>S_k)E({Z9w?-GAH3fW zRM0)xrR?qLNnQW)l0O<;7p}voIrBQxOEmY5ObV;HkE$F!x{|u!bd=1cuku0{5$Aq^ zd$jjlJRK563zHjmo$iYb3=A|tZ8X5+(FX}#m_%t44pjJX)6-MFKSbbi6(tq*tftRO z+F{hgz`#JLgmoP~y#b{WKW9*vx3oB)oN*~h(tfz&XiK>M`i zR9BGfev0Ym`#jP8+S=L`ZEg8RYvq?$px?>kx6QjcI~(x_Y~xWi?^EgII?t#*u^<2W zx#Guv;2AA@D5lu(Tlo^BS9c zKaT%=^zh+F<$Ra9{lY>*y0}Z0DjS2BQQgnO$8T%0>0_B1x|}Qub{uKVeQm6-um2d; zechThOwyjg585oR9sc?_r}07{9(eHWKfJw@{dM~w4vFv~ZiEdRh@e3_meE+<<@XMS z=%VUfC4ur2C^u15I=F=uA^X9Udr!z%Va1hFQc>DR>!PEh8-KjBx2=77IX{w02akB; zDZJnP)CJQcZPm)=P0BnrN`m5Owxye0+Se^UQE` zKN{*5yf3C7GfGNIdKgJdzFHY}OG^nvVav(23-s6UAFCj03cCKbA*)+WP0i?QBGVnt zgFBTb{>-$+plT$ZdA0(#@XYhGJOOBF0^0Atd^X3sAV0Wy^JblE*Vb`yaiKS?tIhMn0xI)ylCNotY`c z_8ME5vv&KP(Gt$awKhnCXJNVHfZ#LnpPcObPA;=2=2BoKRrr=5d zy8X#8ku{t4ocDP1Ml?*s_@;j8ow06}52dBF7gLzmtXZ>=fo4zTQDui%m)$`{1su3D z5^kQ?;q&=o`c-<$R#?Yqpz_#jy2i%7Yd7uDnH}wL_&xc2cNCt=5ex#e?=Qt)D+uqn zE8Zf+|1Hb>GNoW@pkdA!*H(xX+ z`^X3*#bN2s%v=}!dh>E@69SUT%GRRJcFu%ZF{s&V+Bm!*x1;u*gXfXyOpM_(lERlz>UR=^w6}mxw*NQxAzJPp%H-! z)c9Y@Qn4XkO)NVqXVPRkiXAJZtE+5}YEnC%*5RW^y-vSxj6cN@p>i%IC8Z`sQ|yX? zK?h3g!Xy?oH&V9%jZBqwxz6_IUusEQnBmBtr%?>rB0tenseA33|6xy>v8Y!X=`{50 zBJCseHvP4$SOl~;b{GB#3YB)wEbRVVtOd+EIyLp}_+A!T?9HL(j)4JxRK$ros3byH zD_B1k7k7NRx83`K)}bL8{MG?H1pwa+;|*N2*7FaVA1U71OhBj3_3MFvs=B`?`z70o zQIun_QkM4}AD>E|i(|&M1_qSL7b*s{9_~wjSRy2CNmIjP5^@;TK_pJgM)?>Q@F;f7 z?dju6N^1#h$}p}|uvtRPlHr37V=30AMSm?%Ot}&~pNPeSli;2d3c8O1S_-zD4+OSk z?OgUt@9c{2ZC9LS@eA3fanrudm4)-5ofinm;^MryX-hVf`{LX#{!4E^GKRlJ6MT>6 z(N~|s;Z4s$16di|tP6ebn358?Ko2p-FsGT}KtLzGvWL98(X>uSO8F|w{@Dm*j28a< zv;>(6zy!s6m$`pXvbxK6ZSGV(e)1$8tQ2|1ul!os6s!vo#+f_L`!e2W3kFT zHDzgQTZ~nkdbN`MiG;N`m%?%OE4IJBuE9YPp$F~xqhn&mhO*kCQG~NWKV`K5qGM7G z%9#T;OZ)?nE{E)?SzBJged;4r>5KL`nHHWv88K$_4-<=rU`O{q}7%3eYFy zTubk80_VCv#hW$y@mAEV^}R2ys{@c}7Fb#S!{s3xw})JIQ+cv$`*v!?F+PE}rf6mf+WtCEG0)p|76soERv5ZSdtcw} z_I90p>Zue|$8(nymKBDx`-30Os_n*2#4jgmq{mkoqR@g49z~@iaJ`t;8DlTqJM%Wx zn!H&qq%Wy==dIeE7rZBNw*HHq3<&mcYi>DX+sVIB^v-?OtUVGoed__AEfyCXNkJDg zZ$(gp_hJ_2EKfXoirwq-ec_Jgy4O{Mz+k9$Ao9^D?4e@jTUs4^ITt4Ymyz2?Ww7qNFSLB>rlqBgL0up;2X%6^!-s2y zL!CwV#7vvJK6o~(gw+mj22MZF1wF8LhlN?8HXUhxeg-Tas0O8dH8Di+=&g?G0*b+^ zxo_HK!GoP=gby&=FDy(-6zTf344dz|UM;V|-Jklk3DWxd4I4bsbf8N6PJc!hxO?y3 zGlyg<^UUfwug7BPU>UjU21)E4}^ASpw8g&&lYsvTsv2X5}$+0t^qu7)pY*+#1*M&$|{x zcI`@VVVefIi=m@%954+v`VHnecb&hqtu1N^AD^2F=_kS!Gf}1J``Zq>1H?S`@$peH z==T1A4YAL8tn*f1Ius8YY?1mzNyXaXsJQI=jQeIzb)4Kv>pC25-Gnzj z*N-`aist5UiGv5zGcrU<8pB7fKHhII%bjWsUoqU#!9noCg$v9qETzgg%D@n)%}KunWE-+L);0L1NOsOnV|2P*P9OKq(YIZsfSEDaP9H8jq!X0jFo9 zWSV^26H%S_XIk?rh%#zkCF{I^8WY2+GS=d(BRPTQx71QD7E@Be!u;aTkCF>yDI2gJG) zyWII@e!5{{HsSfH2B)|$Ez)`HHp_Du+eTfmQ#msEfea7NEh-(T1xe!#ipE@m(^tc9 zd3%?grY&IDEMA}t5|)f+O-DIsKfGB#AT7#$QDf3wn~qh`gGz^dR-)14T&JnC`*vmJ zXLErN9WW@{sG^mJ2S?-K3WO&)v4jplM+q0wSBNZEMsE)E4GW1~!~OI6OpPK}VQXvT zQvQ)!YgxrDwh|ElFGHcoe!ZvmLf*wi3Zs%=fN>}V*f(>IoSd9Y*tu=)OP4Gi0gXz* z{&1aijLsY&B-RiC|~cMq1N1ksJ^M@Z8C0QfY*dd_x1Hj@%fiq zW1U3z<4xB#?{@-`6So^=J#hWISERJ_3WxMdx9F}L8aus#ND*Dv{0$pa_v%$|-gEJ{ z<7WmM7*&(b7vgKGy{-$hmJ5@0%B;dy=@9=%UN+W#ONyF5l(KgGfO@9s<3!UI$+GLT z!|LTjcApqMY3OmAHq95C9M;z*C@X^h30brsO1_-G zg@D%c=Qs9LM@0=-En5V4?>~$EnDqq6Qn#b%79lmanYJH|l6D+l33VzISg~bacfs|XI{i#lsp`qk*ykq#zo!;605(nOX*9$>30hB!2|2VFa8hUg-(Dj zu$!QmSZ~7o>?{#hv)%qkq9I=s9C4cZMLk}%`CQLKBgrQbYIZUjt!p9L!)&cub z4w;%JpMHEX)6^I0vkqiKam&t?_wV0dzkdDJGR-~+KC9{IjsiI2+bi*|YkHyT`b}7E za@Y46_^fO-UtC?ys2nNPQU0e=tgRipV{~lnFy5Gu)1=X6S+|xxgCF_sT)5|nXXE^; z42!sJV%ZOv-Uf%z|8$qT@twVZl(clm$Vd=4$0%m042O5#N&8vGzG>4f00MN%!@cRi zdL6hDKLe&Dt(^TUsHq9BB=Q&-tvm>!W#`8=#f~y_KQ|1v=5nAgNuVq5{2idFm}6jF zdeJOP&h3mf1FN)?2-GkiEG^usZM%1`hKhgBb&UoWzif^{8U0+PrMR9g+*H%^|Dt!F&zA!W zs|0OZ@txfe;TkoDt6Y=WzSDXqO4Jjy2}eP1abeEF%IXMoyEL7`6>i}#rXXkRz)9|| z$si8o4-*dt%h(cn>0o0TH3(U6-I>k6v*XJ~oXX+GbsH2LsYzYgqZMf20%sM_*gMEa?ZZzR=`-7$bAuqq_UyLdzFfO#+i@j091v2#Fz0 zsHzvwKn~1a`@O>rym$=Is-*Fr^NAkBf>4^ouK_920PW{??>4QC^nGhTa;LA)$h7J8 zDy-TMxQ?1jd+!oXi{K215Nz;@6Hn;Bc zDshvtJ@)T8Y60*=!@?l%9hsg;(=XKn^$HcY+?Ka6ej=her#0bcCbbw}Rx`IOt0XPO z1KL_ulxz?L7Tu4xnQjLL7Na(MVSNItaU_KlcfYv$_&1!5n6q(8e)C7mAo`-SB~9#F zMm;>|j{BNdKaud7k2T;6-4T#_^kwU%zyhVt3XQpFa4lauA z$g;FBJO4_XGmu^MY=9>?fiIR+G}sBLs%_1J30s3iMdu6FznP)IT^vOPBi3hXT3TUC zjx_)m{le%6#-xzA5p`j2Y(+_%J`XU#8}2!eJ9Un%zNbi>+}mrxkG?)Gc|-FOrNVBo z@dk3eo6*>aaR%JP#LBuFK)z`K9%&7(kMt69xo83wy;Ynp04fv@bg&f;!gR(uI!^}~ z8~il5%vfWA)coV~9mZAwr^|u01Nz=ZCn&FK%eK@vLXhu_Nc&l@J{Ev+IxHlh^+WI}2#-Pw?P$2{u9~|K(E19_FJR!tS`#w?vC&KI#W#t1icW3parHbG ziIM;|Pna5iFO5#slt8Ny#UdkP?$hK{>xXmB2)$SNpN0N@7 z6w*B~@FM$Uj`8o58+d_5VEGX1N}(ID4eL)S^8WfZpd4mY8F@ev3*aoksMCfy zH8nLDl>0c))%9V?Wuj7y;z0^tX{nF9#Ys{IH?+0pSkr>F;ioDtrCbzkvRMxCp1(Vm z@@#0ZuWxs=KKruW$-Ag@q$NoWcz|+fmqKU!nyw#&<)&A;;4x9|2DSw!2A-lDk`=Yu z5FQ&JAAPOir8s~o0edL$O*Y<{*4WPz*FW-_N&jSzx2m&pPTnJZt|iNyi-uwIZK(F` zU!KXm7P$KE-MbjQVn1=`>EtTImW-Ab#xw62>1wjt;+kKef`;xlSWBKYwh_999t@$R z5LL)%2ta-2uM4FqE(mvx{$?^)6N+z9Lxd>Sr~mZB4vzf&JIlF;P2e0nPEV(Qe%@f( zmd7b-^7YWSB-Oe4%-Ss>c|bD}?|)v*vtrE4R?8#$6Bai4>W&>d`eK!j9c$<6#EBB+ z@yC^wOVNmQ5K^VpZXrF82_2G}mf@-GK)v6|G!DvE5<;ukL_s9=soS65l&vPJ*H?%1M$7vjt(zHY_JQv+5F2vMwt}_G za}2iocpWVrD}^H2{CHkgHp?0X;BG`j%EVJU$RV?BON)kr7UxY){egRQLultk0ZOQh zt0c34b^xTcae-~0o}Z0d%Pwl-1$Va-qSC@7>WvP5)u=5`8f=6IodjIs^cD zRizB8o$|gv=Ngdj!n#z%$x9n&5A4~q7C-Q*qT(aM0JFM!$W{G|F)l7HTG-o@=RuA$ zP|klw03VCN*QT+F^6}$G9jJDa{m4<*#3(W@ zEY6P*ft4f+ir)h$f9{QV@Zf{8tVKIz7_Q4JOAELYPiu@)u?A3HChEAP96TTl5nSMO z*~EQuA;(mpHh*dHAWCKQ23jsjo7Lb*a)8zrKR+>Hf%EoA>l9E(YlU#qo`8Wa9q51- zc6JI0ry~M1RAZ)ZaA%qQC<5guTB>I48sQ;+b3u65ai`O~7hY~gjWYV0cGbkh4_LSZ zbVJ;_C&1`23eua?zk$a6rg^Xu4ietv;^H#vy$YESJhy|mnU+((RAsJXgb>S?7AjER##M2m(7 zPKL>eB`o9m`zb_2K%pW?QmM8BYLJ7s@7s4$WZ!i>Bg>)hqQoWwE-u9D$ai1EVsBe# z3N>5M6&Hh9=0;-hF5;RY!u{|mqhy} z#01VcS*q@TrdaA1R?Zgeq!Jfe=6AeozpX#r3G{{%v+ znn=l13}C&1GV~N37_Rvdtg=kAAAZp07imJ+VJWU=WGr{39Mnf=>#VI2oq>R)iI zaBxm2oC=xwLE#LenibHP2s_8FJ@dvy)lJq4){_?yYBcgDIsyGs%H}oEtJ!* zvhulP-2#ZzjVC_~ViowE|2Kh=QNXw)$^pscDb9o>t_7COJ@{`HTm;7vQclo4zPKG~ zd(q z3x7aaO2wXvO-L9Ji6lZhv6To_Uzi;uE)z*pU@5m_6Db5g05qfjuOtN^cnJi5b-atm zh)+59M%XuYeDIMs#&i1&rcnyHiAc_kv|KI)5ZG8L%j!J{-}W@aXV z16$;@{=nCfEGNAVdbRA{%Xw0mh%tl*l?()8I@VbXL>(wpq7IL99#2UFt>p282OCgh z_0iUnvC~b_UL_q@e3`fYJ!!1+8~ZI2tqD(6l*qMc7N2&We)0*^B-U?E8CHhH+0Pw$ z_UxHtomX9yv~$VtnUU(voScv0zzo#Jt$XJ>e;|q<=g*vqkPHT>x{Wx95a3tO&`>4N z_2(^84mvhX;CW4mcBn(6c^n+P=^C7TqG+2+;GR`L8!sZt7@iTi(utWFL%?$#GTh*p z5EqvQ_TJOq|CyvJ;PN!#F@J`@8pz)ZKF&sAW@6%=cSP+7hvqdgJ$)5}M9HY1rVvpE zfpns6TE+yVcB1g8gYAc+LX-QInVFdk)MW}{vkw7B5!tLu58b@l)>R>pQHb(Zjzr~S zc#s3&@$X#bUe`2x2$divG0A^98>575Vy>{oNNOY*Qcnd&>c1tbcwTRPukp|hH8&ah zPBOqO`9{v$x36IX*ufCf3U(*o)XsGx-+=Pydn!sM0%-GO!V^?vLljLN#Ju#7ZLj$L zJ&gRxQ%}V26_=FwjV~Y^p@H9qe?Xi5`n4Y9(PTU_Q;>{(h(TQF-tm`^$|19o^E>N% zs0ss%by+bJK$PNjmutIUt|-9eA9XzEGEY;S)wwW!Fs~chmxt)}?+-OJHHDFst%sUp zhjg13S-`++8&mGD&)R=g+%8z=S|#!=mtCheL5O50_YdH0-;Nz#(x}4;bdW^$KXSM2 zNl=b@jYwTO*0eB`=c{IBRp>8GWLcxxB|OmPXV`H1LV8qSle063sh{nZ>`{7AU7t(U2LSN}kdZJ_*Zy`-~3)Z&=+zWL;mL{ms z^2XWXR`tmm3mL+ORjD|;KgiM9Sr}fK+d&eRl$^iYtgIx9zb)DAhgc9$l^#hh;T|VL zlNd~hax43GK+ukB_jO^j-`JKKc(7!fzCa2EeqmUjOfhz#2Fmfo)RX~Kx8#$L_b0>d zGsR*?@}{|O{PH`yz&GY?kxh+_f)D@?KnG#w;COMa3dVXm^y5@i*!^%O7M(?nzHCKq zQp~JHhdgY=Xe&xeymR5!4Wi^Jgxo{rSVynFzl(!BfnwH%@^h9sUYoMU?=Ea$WAg>8 z!a81oU>x7C&W-QJmmkymBjfSe#Se;8q;@QA%yM|09qjY>>u1Fgz_<+siwh4%0q@1{ zt$6WEsU7adBJ7AZ=#gO1rHz#0S5jW<&$5SZw53{RmH+d z#l8l`VPa#`5MQX-e@aO9dM~)dM=-NzU zcH+LG`@)z{Vf`CqY|c)3q^II`M2TA#>4X8~6n*~ue7({+5ip1#l!k#*UC0XJ>&$0; zzwRaPl04#{*H!N89esZPydCB*>;ly9m!DpKc*l;1w57G-;zmJsbC*>&1R|37^>uNj z#Qhn=hs)vX7hVRSDYKmQUE7A0I);_Pagv3VReg1w(COv7@zC!7mFoW)i}Y2};dy?=96$Wrn@wEEYfM4y^5OM~%>6aV^iJnM>cOP*zi zkiXBfiKy2SE`(8Xy76-=;WtYrvd7@LNfAAJMVn4|XEB zBU(M6egF7OIG_qqFd_YR0Mt13UIGq4zy>f4CfBCA2nlN%=(#>2AuQzAVT2QE1TpBg zzkgSqyn@0nX>VkwCk!IEpbQfoHCbZ=yiDM=8+b`H-9+maN&znW3$!e#97VOY|A6ff z}5UM-L^bLA&p@3 zgC;PRgm%71K$#H7+3O@>M<5nhRhFp}AoN$r7Yzo%VZw$Ct*$edfKwwcyMb9+^i;4F zJ1+hn5FpuYz=+h>uWur-LG*TFC zDTK;P&u349|>}-b85sd&S zcqR$nX=!PFdGBbASc}Gp<(>>=Bv!6mIXY8`$^nnX1197^tn2SdUI4W(h}LFjXCK1I zM@zP)<0S*K!0-O^Jfk$XM5-Y$AmAh1;{cc;C_@YYUWm`~L7GZ*a&&xtO~!ee4$l-x zZ{ir&QS}8gkY~r>U;tUC zByHM1F`kTt#er=7QMAF1zP{DyXCfwFSCg;6v5n&YJ9NYx zofdFxrtpM=)&k=lQ7BE6JZF1pO%G%rA7+vhGeg7$6u$Xm;1a~1@V7uv_p>QF&N5$ zr&)?ylIApJLaeE50L#Ra5Paof{}QVgkE|UKgiH;viDidE|tz;;oXPn3U`9 zjc}M*;wr1EO73#YLC=?c3T-GcnH@RU+I~M{dm~e z81km3`^dvUz>XTBxB}2ZOQf47zP z{)f_@-9uwT_&x05pdi^rR$xR$kPsqKfBAA|0W%irZ%l#raiBl8h_L~>+?r{jL?n{=qn;b z7|WO3YnWY!fGUp~BNydInj);%zLp%}o~np-$k=G%ouh1ggmz8X{Wk&6-g>}{nwOUj z0tj@0&nUtfxQF2!j5w9aQWlQpms)i9TSRVv<(}KH}`p2g(-RWt+g9*eT#q z)Fe?!0)^-w?Zd-&$oLh?DN%kF7bcVu0pGiHU?m6)4M=$L`Q>p2sE6SRE>NP7JAzD& z06g}MW0_(U*o82T1DUQmIC484+UsrP-*=u|e<})lfw};)sG;BpmU_?NUfZ8i<>4<(ja(#+A z-ikr*LF*nm>g6a8;YJ=*)Hb!q2@9dl_H=g_lK_Ye31LBoUswWeze-U@sM_qpE@iic zF+~~=K8@EOb-rUc3ZwMbLs9fJ7SPJZxCG29-}r?1`29!+;4krn<(d7Eyb7P<&SnX{ z^KgqU%B-Q0oYw+F+tdxj}+h2Zue()HinnTvjCGSbXa+JjHMeUY0 z_6L{UK4u+3r$;&NN0a;-;bm7_V$krLH?P|x8C4?%g0BULg-Xdt)jfV z5DwC2)yE)4l!UnWr}*;EpUEu8V1#{ZO^$gTz@C(=VcVlwwc{Xwk9~dDAVeqs@=*w4 zj=)79P;)+voG4*Eaq{HPiJy5(c=5__`S-2_t zL+#B5!pIZ~a)PFC;1r70H_rG4|IE(XI>ThIg#c1`lpSWgn7O!KJvadJ+vc4UXCosH zou8WYkey*KznN&DydeMwgCt^sWR{6if;R39F;_NsYiADVG3c|{Gg z0v)S=aY3MF5*BGaM!X1b2D4$)4=64!{v3H3^7Us*Dmq|q5*?V@!`9Ye^xER@Xjo$~ zAE+JbB=2$5UqNSZ34=t~j)@i`XW@VqDlEX0p@N4+2FoA{j}^0Arce;IDd-gjAg2^S z>Jzl=Jo@#;1x5lxGcy&?TT>xu9MQb+42fGD`m_$Qr5i@SK|Cpk3>!BMFX7AV70%dg zn78_PpXUUeFyfyScieKH?VuGbv3Vr+caS3SV&oIdh7z;&UrC>;UIJ3lx`D`7K};s~ zJ$4KOV_1h|cn&T*nYo0VdFMc ziRR0{WyTha=fmTG&*38_7W%w&axku5ZT;&`Nq7Co@ipB88-mt3cON4l8N3Ji< z;t|UuMLx18==N<7s1{IgWA{jl{d~=h#L}_j$8X^C8&ALbspYaSz-L0v*xx*Oc6Jtd zscq1HFO)+R^n{)SsZU-`yt%n~V6q1l(`)_s0jK6p?K`#BKOpM%eSP-d=NV`ws!m;c zz`<>d`fF4h>#H(R_AEQ=XGtzO1Q;H0kEWYdwKs>T31oNLh>RB3P?Y`N=5Yy_UaKf* zI*KB$keOz&PDvVj@yU*_SoI{t4QE6>!$>7B#D4=!f}!RteQaj{`1USWiMg@lgP6?- z5Q;Dyz^$>s2~O}6+)wX8j`ml>t5**c|IU%DyW-At`@Phm#h98blBg*#qbViZHF*{!Cq10P+FHDMBvz9zX$pXk0FaLL3dM_m1js z(a!MR$OI1i{|tIha&j_B#?(w=`syh}LA;;! zr)J=O5yu|O-m_fx|4NoecRvmd?ORz2(J%3GeqK`daU_AC!UrIrKaGsk{`z)eat;xK z09wW^IzXGdaaTygSS%@pAaT@KUr!GefR=a>5QING7B(D3113D01kFHVfmcc3=3{AT z7qM!saz-+IdG5YBNU0SSz9ePZas=g5=zD28Wf zz(RY?wf{n31#@U)S!S1zi7x~ICF95__yj$vge}}Qr<$@Y!*;`wF8%L4%DzPb1W-ys zRX(Jhbq*#d`RHxN}5s1czMs;3TU3-zI0s(9RcJ4)ndmD$l=q)YyUI+#^cWw!v`8 zDHP-iRO7_zaoP9avJ;>U{noL}zq9o|*9^bLYcKON?fw0}U<~?b-F^bD<^SVQ3g4%$ zKj?mxryD{>z|kmVzZN_CVCa~{y8x=lTu*B^YW+pq1Qk^Ig-mIypQ|%2^0~OW)+8u% zEg)11>Bk$3npj@}TcpFH1Y{#^kuH6T#(`&d2+(IeE9-4|A%oxFtOEin2C1NLWjTKA z*rBs$|1qgges1Cl=Ubh(s1+dRsDP^+4?g8Xh++y^BD$YQG&-M;K^$5MLDNXU_p~Dry^-~j178;9q_Z86BZsSAsaD+Ft*u~;7o=gOkqq#yJUCVcgLi7 z39CLhN-$@S_^a&h6YkI-8lgR1>1_fhr7j?lMw$EtTx;6ti)MXW2?~upz5zicz>@aqs;oa3(m<(LDqLB9cKQH65P9FXqIm!3qWUz_p)#A-V<#--H^ui z6LWbBP{<&nhS4@K@AWC6@EuV`^-+Wjk%iO)mjxQef7#@9nOHW@lndlv!EmTfb(E|j zz^NFl;u%&7aWPb!hFM$E4TD-;N(0zpgnvG0S+4~PD`_UAR#2@-1e?(mBZK=SBpxqG z$;e>h6}M3z9vc{Hz`rL20Chpv#USKgYw^|(7;4FRK&1no{@~97c(?(6dJxJ$K-vOF z?H#iCW3%@Rja^6om`CMnLU^zV<+uVQuK*frDH(GHmykD}*q&!_(luiL?%g07xYL_X z^?ILJRe)mq++G7_O+v=UtfK2%#WugbkEopxWf0lvq+X_Rm||Gjeo?Y6vv=QM&hES$ z9x6sMTD16rCJq2-gNM6Z#QedE6)VUrFTMG0s*V{@*N0#!>1b_x;{|SWKUl`+O7{VT zmHM4u?j`u6qNU{tMo>ezltGB%8Yv{?6@b;G6A)j^yRRv+74;7V0AG=yN{A|0qSQ9H7B zc?g@}rbsErqSH^r3(>c$DXBQ`;Pk^q;Co$4BVK;8M-zO5#)F54N2ugszP?gvP)jw5 z-p=8smU@U)zY2$82w?K@fO%^L>Us$!Rl>Sw)Ocb*V+PsY59TbogD3`0o)h~^8bR9s z4y35|WBZCf+k!)Ecxq8jpwGtF?XgBUb{1A}n*E6O$tU79Ix=uH7TTa5<9rAjeL7$e z#Vc2KKpQE}+ViLmSP)@qE!D>nPo7M=i$nn;bS<`T+ja&ME-C`ea^7@>yP{lfV%xC5e)uOv5r}?_AOfUD#N8LA@})_7 z5hbdq;-t&mB6=W3uanPJVTRpr5u192xp!f3=bafaM6GNKD#R-Mjg0p9FMyaTqR5ar zN1&^JCFdo(L%M$b@&iXAcY@qf%n}gC95OF~^DfG@S||QsGY|#A<;D4zJhK2M#IJAC zzWpss#`SGt10_(w6T%7!aXq}#%&a75Zk=6CPoI0xar_E6hPoS2ni+r$iR3{h z;uaR(0LLix&6`!DZPU(x>LBBl?yrb`)!lsyZD+fb)Mmi^GpY;>_A+FEtI7~$>o5Y@ zn8XRdc_eJX0)Mrb^X#3?gkdj^)WpyN;;7(0LVKaX?9or>!p}jo^`Vkv{9p{)WekQc zXM4iU$@w)Hh|xnz29-n+;eCv@s803Z{KtM@bL;JxZbZn>2kZth!U-N_UZMp<(!xIP zt4m-6ZX894BbjhCud0bYi8zV8O&4EZSpyOE7Nh|^pfa#95vRspAZu=ni9;qLS{w%I zu*R;Q-}2Wb3anlKcehVL2XpfZ!M07hn1>HVPkftKXlMo~TyR{w4o>-&*Tfj7^h!%ibB;Q2Ra}9FGkw}qW z0;$l4A43$JqjlCB%6~bx>EatnU57emZZs=sF?O`LroxDS24#j=8#vbpheId0IM)wB zVuZ#{zJU@*i}y4NAf^Y-foO{K1*{@Qpg6>$@;i^604;t}gVV3>{=*Ko9>_tNB$xx1H6tF0nyMWS@-LE%2eIJ;ASid? z?J7XynDgl+i620AB3!oQI)^B?C8}&kZgeZ485S6G_a>a4gS0I^aiJ46Qru~BH^$p< zqDT}qHL*d7&DrgWU4CBLrE-A!V#nAP{5V1>(byvpbH1=CLD=)Vtc@HTfxcf~UgChL z^$}ZeihmbQNg>b^g#4($03*zzk@ph}sA=9PU+`_lOLfr`ZM}c89WZ4j=`G00z5T0< zh82#Y3=kUtux~38p}leR{OW2>yiY#3n)UUZ!XuiHs<>+r#mFhS5e)qZGLpn)qAa-v zojQ5a#>|f%OAS`i#t4qDBnpS?^~M#E=~T%m0F?wBD1?m~n)YJ(xR|qhf-`5;Lfeov z@F2<4@$Pa^(={FozUG0?&;6dC*T;Yk>p{DHTr9w=I)IzvF0+Cd_SP9KWW@mA3?MBc0HH9*P(_Y1ss^ftb!l>&eX?yo zWjc>VLZok;ilipJfTR2P=JGKb=ZXN}HpI3txBg0RJHxVDy6sg)ajtjdz*?T2JIU!t z%hm_M8a2J<$uw`PQs#mIM?#(CKq!!t-Iw#; zSG|X{T?8GIv=%`9ghRvjP_GZi2(xhiOgVrhTM;SELDmpF9`XjzKsUqLpdIb$cp!rV zbP(ozoJ3B(;q6IB7bXl8ji{H)VvTCz87jckM-el4f0BGhx`|gyxkBxXovSkU?_m<3 zTKtSRbdIW1Yk8(kdGpfVX-zBPbB5~SH{m3 z;z%51>~MfU5h(3!KRN5e10g*)J;6)HSVO3jnWjxQK@FOuaBlG#oH2z2$SREb-B5_> z(0thI{at?wHo@z|F%J>agw_1F@W`TVwERa1bHosRw zqN&|UT~m{gIINX}!!0?~6u2GUNM${F^2BCKdsuk*2grwgLs^KeK}Y|Tx#JEzIOK4~ zFi=U(*}{y#?K^jR%#~y?Gl>6js@}BRFOF(k`kLQb&K^RKS;%-_l9luP90QOD$|F*6jBYr1ZuJz^c??RXayuSph zb1GN{61Y6}dtWMosLCuYSQ8H$y0%Ne0xUU-dE`BLMa37x#g95$YdL1he#8i=0R!oR zl+Btt0Pm?I-VU?ffIAO}^U@glHdlY`&x4A+53DUNpHCkXQPBkV5 zqLk%PX^h7B@wrmzgK${RPhZEtipt&$C`K*$m@|8SFV6*dx@3liX9p*(QiZ6-!Q-!Pe|RHr-{NmaYt5 zX#?K~pb3F>XsE?Ff=Ia(Hq<*XAQ>Lsbsc|htUn>D6Q>f&!|x*b8D?g09I$ad;fj(Vb+ef2F7{Sdpo z20RqgqZ+&ZV2%1?xp$E{GL(qc_rUoKC@y58rlDInUey`Xt+){ScqB4DV6&)poVg~q`f-&L=|uik66$08q*JZhNFn5jLsYY0*c)gc?xULP#%7~C5Y8O8wD$2P&f z?{D@(HBLh)9De$x=~=)}W&l}65u+~!?bArz?E{C1O*#p)@2u#?{q~;z%`kOn(2R=E zYjFa@Hg-vIX=zSS%)3Ly8sw~4E-$L_w8)}B0O6;E08h!sqPaMc;;gyg z%&im4=fm<=w#H{Se6haNUU}jXIUWUtDb;n}4z}L&i!aj%_`+>Llz|P;s(#J|yPw2* zF%ua88;-3a=)V>|t{~%Lim4XPGug2`saX=hdpD&1*466BK-6UYBCj>GIDm3?Ldn8H zkd!%W$-Q~iBubA5pX8JuO@^RG+ixW8kHFcOuy3d+ZW~2Jt6xoYY1o?$?|Smz#*aR` zxJM#`bjz2F+-%g;@;{ivd>w?Q2-Y#lq^mrAil){M5R}aQ)R!}4R}sQIq@m`I=GN^sZ)&?3V0@+b;b<8+U)4ZzUJ z2_u3fsdhsbBRb9zz=2gdE|-H(py2PB)I;WYM>O*K0*AQ zgm@76jw(SW1bw#{brPO|7mi_Mf3t;*aFKjH#RGF+K9>_9W}XZ`aBAA%3y7s|O|(3b zpde)33k&lDpo@m-FKN7lwTe+}rOAR;b(0`f3KZ|Ir8|Lv!Svqtn5QFi8{WsAaOw&) z8XaIQJt*t6$R2pYKHTl$ge(h!bkNs6Gul?tkEG-7imMoOa4}B^ z-ybWR-yWq=LA!&VVxztFj=%p0l(N<2Y=#jn7!QQ+j^agp&H7wse%OC8 zc@sSpg3AKsD8iuebV)fGgj@PE;yw#4#lVN3arNo~6k6MO)G=yUt=oy`!o?NklJC2G zqSV>1O4csnIAjXlF=F-?Y5|E*NJ&YNX6@#r-POF1cn(^c9+o>0ZvkTaswu*NefK%r zdg@_NBfn*!__pIyaaKutXA8K6K62gB*-mH%l&yaECQcapnRgFg7A%>a*8ytoPAD(V z>hJHz$uwWsXe3Z1fG$0KeUIN5q+SjS)jky|%{^igIe?)ttduRYKs0IO@FIYHrx2bQ ztqUm-9zU0Sf|Cr1N>~u*Y2Yleh@hdbPqVYGl;&Dlsz7YNS`kV`iSB({5YF-ypvBd`P%_MZup=)ErX-9s)GVtoM0Z$pH*x9$ zj+135m^J(XV1Q7YCw$*10ee|poM1(yh^R*cZ=MXS_qYD<6JF385PP&dO6EfSQb15X zppTt+wC^z9Ar9p1=<4#sBhbSs4vjc0Q2|3CIG-&BJ0lxe1rlM!rlAE{>YV7<;|oyn z{}_7@uqLx^Z5YQ7XED04YX#2}yJ;sDP+65lIx3 z7K)Sv1rk&Qq((qW5+Dj9HAGq{A>>~h=bZ2V&;OnCeb?pdD>^C9^X$FWz3z3ddw&3E zgbb{JEI`9EAdIMjKO##~h^WZg1|@iCuEVWabpzuc6vXtqbrqf@tg}#D@(=`VNCmfH zgF;4If`BPB5pF@;LsLxiTE5^jhWe%qxBU_@bN>O5Ewn^W!C(NgNP3N%Rz`-NuS-iK zLfb*Uu@>mrTgbH&M&t)T509LdfFIilfFGibdZ=!?apEsPlA_^~NY#aR>(k-FkYWru z_(F8(0WH}FNR5D~S0`_O00Y)HA3N z1eCM9ZCkcvc!*x487KY?IUD6)_VS#@F_=haz0Bj@qB|Ps3 zaLy1!={w^j2)>Ys|L~B~2I~+svw^fIFky=tR;b?sRW4LD6+pBAy)zAI94teNg^Zxs|@IkP~=L8^fY7vq@U1YdCk~_=Gpp| z77M}cF95|PB!Iw?qHp_I%Gv`y)&Rf@f-%Gcfsx=Epbt9BLN-8@IRP0R%7Ue^r1bEP zy$&wJu~6T+1BM0f&96LO6m-22GC=cy@F;z)`r%+|8<qmgnyrc zk*h!dyt7BwWi?y}crK@QJ957DID9dA8U`~>5^rIf8Pxgt`+sx#1=+Piy>ts|&F26J zP@5gFl@AQeAR!Q>lTEs|=`+@vjH$^<0}xZ30o4nrN99oF1#EZ|R>z_{?DTYhOKoK_ zq`DKJW%>lY8Ki-Qz9K-3C5S!%RsrOG@2abfEDf(XRaI9{%=)%~>w%I`4Fo+%6=nIP z*KzwHX26R7&#cmi!%Fr=>kiGw;Br@GP(0Zk9mttm3v<=q|JNVi6Z1OzZ=dO;P+okX z%i|~4iP3n4S=CL4x8dBxK z4nuMY*ceEw@UJy%D$%_G$o39|zQB=x0L%d0t z(lb!Spn~_sUon?(B{rOEFc5bSO)OP*KzO!;D}4-DX6aiXI%k=1n;Ow14-C~M!rwxN z>H-8)7g$GHv-{7zelR;T0~1o}i}pqlFn9!20j#HO6wAzigWJ?4Xf0d<8Q3MLtHHAf zKX;IfI?^!XBqbGx9Zm)O%fC1 zBk`86T`KAm=eMo$itWP9SuXH^@LmeRP6o5BUK43q+E(kWPaCyQ{WH1LGzAvm#lEqFEoc2k2wr!D2=D*CK9 zmyx{W0)!D)Xh(a2xD=i$AsfhNFjBm)PXqNo6L_lMpG*V!q=k9709Z29UImYwSwXP( zj%bF)$Ka850IIPA8<{;k$Ym_Z^0vU~Cqm~P&FcVd=>_)DBfyJkg@oU}Jrvfy#bv*; z@_iFc52g zaWr*w&Iu-9F+md%8fqzn;MOYwVQV(5;A}`6sI>$n&apswU$_^LmZw(7{}lyzC?D9? z2k2wt_FCKqT&)Tm!lsQIKfuH>rvEQfQ&(trIKzVo3o(N3C-B|7PE~tv`1;27aX8#^ z3V8Z8VZJwR_Wh^yx@>OW%YkmV0F4U)7ElM_31b0m7BYXSmrF4 zysQRgzz3jN9)kd7Vq(Gth>%;2_?>VfPA>;0&I(~(^%bOcHHgvQzkT}vH8KkrQ~yy( zz?aB_18QdsJR>)Vd*J9F`R4WOR}cj9L1j`KZ_ZV%OC~S2>AE+)JT%&ufzMUk?75N% z#EQXSTu*n|=R<2MCC&mbNO~Ovf)un?<3OknzQ1Vb3au#`WSlgZNGN`Y^e4kWLy7TJ zSf=PRK|i;Nr&%>wUFOT&_|s?^o}cu&%_o?W74P3~k)T28*E9*r4w`$@jy52g!EKHS z!QKv56AO|oa+C`g|9XEIn(tfp$Ed<1vx8ilh_(Wa<_cl>0xa1C6NC>ka<=^)Hidy}!u?D{$KToIA+7eeDkdb$EnabM1wnqhMNM+7eD&cu6x+OoZ;xdvYb8t zoB(4BkKn!Gm{N!XoND&3kfg;%%-QV+4{n43rxgJ8ZlhMmjt1^qYe}7Zl$<(H| zAQXhxU4){c9KBQ>kVQDVT#IV^ZV3AqC`LhPb4Ui8d zni~NsA6+d_kX~%~7CYf9gFGo50yeO?H$nH%13mnMzDliM1>rw{0$YwMd%&DvR~eH& z4*+prEe8-S%zz-E24<>Rhn;|vMC1yfB{Uuai#5ZcSQ)i_07_I&t&_7k1^=wHF9wE* z&`b(sY@pl?V>RI9Yygkwc7lw>4h@jJs@Ut=p#Q)OgskXBwaC+(CT}%fTnU<)evQX4B)}^3apin zLEy;0`t>-d^@d(F3l@tY+`@a4_=+?_tFglYYncs>&-t)KI{x)`?22`EC*xDjyH zsD%TE7HkCa^3rEt7{Is#Cx^g-cn9|vVoU|lrkIxQ*FH;;>j6}l5PQtwl}OXBq0yFs z*$N*}S$t|t>BnvjZ;+xu9fZyn0n1`j0WRkSl;`)xhCl&v^72dJ$(ceZw>onRfO=cG z9lPr14C6N|u;L|%ML|%QEC;jm{mliaXojVOW?TTQ-GJx(9PlG5f#pA&fdC&`jRw#j zIRI{I$g~W)Vj!ugwsFGWf-nekT4xpb(D5Jq^^ZCKk&g9%oR>@Jz$6e5v6awG1*(@9 zmU9$jIWCC#hh@&bGAjrR95x{ME4y-N^jFs?~$e9=QgrL7))2bz-2JJlbeI$^dEL;N8 zxxi|d2OqB`IGj+Y4~8l|z{2@=U@)MBd=FU)S&p0orpae&fA-y5l399v>zrQ?T7WCO)B2*ZN zusHx`tI%HUfi6iwogU;YRDHp7b_QMwbv|JN28~Aj0qsMWbq}#8g6RYt!g>g5lP};3?9#S04C~?|i<>ljYaIigfE!%^f@bUUC7NHBu(!U=6+WEuh0K zE|I#RUSq zM~~hEU5BO*ps%j^+SH@+!-rRZ=s=DJ4-;MsoJv45#?=+!QJC*B))AUVE z<_FK$0JO0M?!m=4q|^`8MbFihKwKZEv6$|dFfj?zUadiml0qrL7aB=>MJijP+=6zYJe32h<0BAg?vvhfir!oj{uA;Di%QA zfyTzaXk|{pD9Zvay9hf8?hp66y?4ZdaS$+KENy;Ss$VCF{y=gD10^6b6Xx#yN)tg` z4oIt!nNrCQ#Lvii^j{M-kTT~k6<>h7dwg4CnficK^GR30Rm1S>^0gn3SZP;)apb{Ih z6FR8riwWiIl>ub-M>re@O_ibgb`VK|fyd_HS>yu>$a!386*}Pty4A?Y`ha>1?`Aou z+(AXto~Q@1C}g>V2F!}=y>n|}ksbkm;w0D$fg8_CCH1887Tp8*smH@x*SI1NessAi*aPIJ4L z=v!&yLCFK`^HC5Koh-}Dzp;$js)6Sjzm0b+&V}za*~75ndq-ly zm^L7EMeUk<*eIj19Oq?H+1wiaE7 zl0#mK4QMJd_=45=_*JjB`FjG4 zQ~x4C905^=G&;1#6a);E#%cg>U^KH5<^kO;AMA~di@OEz`yCM9pm9xMLTAQOUI;3~ zH};ID5TpU4tpPj#2lO}FG0x7{f!aXFILyoq=lOu)6pYKcfSDZ9n1c@I3`}H6%ub(& zVH#;5%a=ee6wOXR9D~`3^>8HH^TTE!SuUr8-^VNH`k*5eK=*wdBsXi67o9y|M~>zA zz~N1DmBnx1j19svY3{zeFhBx&Dd@syWJUf*n1EAWqby>_lq8Ub1=;}cA+N!C29ont zNSV;XT7y6n(0NmhWLOX|3cCi$!$7JGCfRkV&@KgAcq1U!8tZakgZvF+?kIhOX!AXQ zV_0o)Qr=q#?N)J#aEK06Uiz~k*na2%!Z0ZELxy08JZ9-@w!&=pD%i-76Vc53;gInc zL%v`g{;%yNzTBLpFzdGzG8o9Yw9zqVKzv?=Il+_ma=GJ=L5vAc_JNxu4WHZp37WT!-$}G1dxlwHF);Y$$9zr<#g}; zLpZ~sdMkAxk6EdqHnLxD@1$psY ziT_G?=qfcr_8qq$%2Q$yKW=;NGD=sMWE9K}&C_-iB|E>?q*|ActRICwHCV6uOzs z!_v%ZQw3@sNPnxiwg-rUhr0`t$Xmh3$Eu+aO(%nd3y7Sr*e@VfL&#>GEOvJ6d<1k1 zA;R8=z1s^x<6ATbG3Nj{?@fT{%fQVZt~MXq-R4IYE6zKx2;IA!#$wjx($++wgYJID}a^ z{}|I5Q4VD@vc#Glj8uhM`Ij?6Sacu{#4!Vi)Sx`Mhs?1Ncm~2XiUc%%-ULm)l0oC8*MP60 zFlOIUe?1fr-b?6k2UsfTKpkWnfQk|5S|X2ZiSf@`c2U6WxWL9j-4gEjIWovPWB{zb zhmObW7ikG-ME?Mqbnn{X3Ag~HO#*l=jar;wNw6M zzz*kq`CC4GSYq(t;_csdIR7^5Ki$8u5KJf~2XIA%JgVSLziHR7RcmWM$(fHAuy8zT z8|iz7XI@ByCz~(o=2Oe(Y{WxPTKavWap!Ptg``%-R~g22z3E*}!{05B#cSOabQe{u*`)E<^rG?~n-`AbMqK1Mgpq1OHhtiviif-~U!LPA z8nP)}>P!?C6HBRWY?}&{bEW)YNak`|P+UCnhPN0uqJj=pbonC34G&9&xm_(ew z(roBMRyOT=!a{u|RoQ^z7s4%j7X>auXC>Y_o-LX0*+W zAGdhz1YY}qhBALlj-MaHGhxh8%1d&rDS~@8Wj$FHLu1jzFd;in#1>p83oi4_qeDNp z^(>&fC3w43vIzKRfxNhv2qQ-Ly1g1M&2@P}xZ)sBNu3{WTlxAzH?dbKC{H;S@GJ$h zWbrJIEGi^wd|e~g99X}0^>4)j(BY7lWcsQmltH<0w%6J+tcV7^};T2WYWpio8JS6)OM zQ&~8Pt2yo1tk-9u_fmK4u9=q^j@{xuL!LN7Zee`)WTfHWZ4P^P$Y@Ek>=x*3dyCQi z6i7LZN%7i=qV`O`@38tsY2}j!gxLh*8~XP{d6(tq-^rJ047a0$K6w@T^A*VKg)O=8 zMbfdM3jbZ5%#vI95nik!YF69q8 zY35Gk^F?$)pVLBL=JY>XL14xz))N+C)6WRJNw8%`-ZQB43w$v_*oGCg32rLrY^R?L zU=^di1;5}wCJWz?IgWyY1S+}=8yu$?&w-6F$6s7h2 z(-kkSLq$f9BHJdc(x#}*9@iX0`s_IKelrbjp?K~Rx3Pu1Fe&(^p#KKn9)!0E=DWxX zI|OC@x_S6M8v;g%zK{SeXkom&02`6A=kOtkl0EliB8tyf_x1Hz_Zal4_Bc!8Y=s+$ zJ!VDvV+sof!Y^=}1(WIebo%5=mAK`TgM*ia<0|5D!9)4khrCJ^f)8%Ug1oPS5FQj9 zPAP)z$aIJNPQ;DJkURBy)%AMW*{sC{hqlnZhUl^`6oBLI!qjLI1~!g`?JJ86P5_*Tp`^?_Crz|^+?@f)YX4uK5TWTgSbbzz{z;@;>wFn zjzV^O$s|R5Y&mR~y{A7emMmhCy8?WV>-|`&|B5R3GIT_aILZ{g5ge1BJjPQj zA6Mi+8WL;DF35{giA9j#n4VmLH@A&|Rt=BshHrDDR_h7!Gt2YlvhubPk9<*$4lzdS zmc7s+FLd$Fw>{TDm~SD@nPInSjNjHQdyel2$J+`ko#rbA*oB7jH?{q%@st$u%w6*9 zz^LR181w(LVL-O;q)Mo{XAZS|Omm@%J3&1is$Kc#)ZS(hSR=H06J0 z%tVyGP9~GnE5v^A<*E8p=?j*NS&cB-Pq@NkSBKSCzo=V4OE9{8+t)r7VhHYYs$45t z!D-~dkcy{7pu#-GN*2THr=4&*w-x1NPL#t&Fal1=yeytYTFQ9tVQM;Atl| z)WaMF;W`^PXb2g~LHxNQd?q>f?0LVM&cawUmOS|v`7;CU8Bw};lFUX)8Fnmr zE|bh&%=fX}$#n5po%ZAz}D3ta48IDYz zk8p-NH5MaMa&!S!{!+Vu#}v;qi{Xp$F9T>fimL{+=dV@w4<0?dzm`F7)Z=mVC&L%c z-~fpX3-H`&Jg*=2N!z$M2|^hMI_GVZei*Kvkj1Q@Q>O_NnnXY0P~O6jAbO!mzeG!%Wkb&rLH_a;7MTeTYBpfFjYh2Ec7WZEEsN_+ z7lApm;P)GH8`XsZv8Y_!zKEHCQ^>wGR%^p3ppORRc_O4!N%4a%$%A{@YZbzqpEMKu zFYdbTud?0S&*hYka8maCX1eB@^1Ys_@f8bi<=vSCK_RCO0E1w}O}|ukD$~pxeZsV0 z@qOz`%j!O@{_tjIG3+d+amWQ1a9^&kVE4+4X9Q`Q^i0vm==nc|G^~&&_-Le8fFIjT z^x4vAL7w|8ST8@ep2uC_5VbdoH;{hZ6lA;UQs_NWdA90B-MzZqy;(~=V%y6Xrfimf znkI^;i`(plRoM9|LAdyb{FNN)PlSw8DTK5<@mwBOEP%Iz4WpYwpK>S7`;jJ|Qr5nL_k9D_;7>^cH&c7d+O@ zEJ6jiNFvQ!Xi{B zUJ;K&3Gfph_9zf8fHe5Zc%A`}N48stvw%bSm*T#dsELjX_mtnxywaDqZ| z7lH&CbWSPVL5S*t#f`TJE`>AE;u#7~9@VCs#XU}5PSXKS?NH-t7D_vGvE>61j0{mdbKV#SYf!wnD@Fa{c`^rGX7M!KAaC&xz_Zk= ziFo1S?E+A&&aTFHR#VZ9y8^!Rym0tpY*c>H5CXswr}+zAlzt*qU+MG;?XnX%ROLVw zt3WLdt1I>bu&m#-xD&hRxMF;TX4nbX7^9_eD9diQm4dr=L?5c)QjeS*#~*)hK36KJ z(q#BdJ?+`UMnhObD^lx^O!OPjPvsyp?`y&`k)w)qbd^e)NEpJqW3YAub#zSGN z7nT5xHgwl4tY^qiuiwua!54y3XFEecJt!82Oijby77RJ^^~&0N;bFH9;k*0s=m1nZ z-BF)t2mDt6G((4gUdf`;LRoc=-_v-&2u^8WCp0K1I?WG-6KBHnZi!UoCsZlWRcJ*Z z_x50LqaUddZsG!0EF@0ODTKXO$cFoXD$;Y>Vi^F$6qUIY6?=L+j@~{5^~=o9-~KWS zZ61nX3`Drwigdl+oGtsZOvRSkW~~nqWwd+Rvs~awK|9)BS2SqmMDNvR^bUd0+(CE5 zS<*rDP=DOWnmlDkrp}?r=>J+guW#iC8D657b z!s~Wk#U&q4MCHZL=d&;)FYcujhf<2|yWrffDWipt@^<)|gs_?+lmgmEWivhHR6=S_ zTk{21__W2ljAEdT3Slh5Mg>23Ilrx=xK^Ft^PGIcX!DiXtp@fQF!4rzq%+-KC&~oz||thymdx`3|)VT{&SO)jnsT zt6UgFfs$9!0qv{vN(ptXy>ip9TM_)pB@8AIF7xy-+*~+n2@y`MP78I!kg1Mpy}*FL zKw4;eP-uE9@Clo5$&zDZm&xcLD-^{o=bp@`60%voza>^Pw*(A}3TOMJdpQtCg zkKuYieZ(q;RYI|r|FJ~=RVaX-x>h{QreG3)09qJb+^T3juaZuS z_fVNXu1sOhWi#yopNiP*iE^>9ygamff>ay|C3#WkWU4&fUO9n+Y7WXGpEi^HV6ozE zJ7Nc1kM&}$*7ye00E?7?z-^(Pd^s<;Qc;lnbdi-?{p|LMJqP9OyIzpiTWoBfv`d)zaYeEL6q+O{=|bj5#p>3{h# z_4)tJ#eJ3-_%E;f|NVIX_Ew4W|I>BB*R5% zE7Kx|guID270L-_=I0UUN`fsB2>l=_CL~VC4mQ;SyqDI2hJA8z%!taKp>0(gWStxx zX+Qu_rfDJZf2}%gA&@bwjwhu*9wm6SytwZz{njP!`%g@&yeF}A`4skcH;>7w%NKZ(Ft`J z2jv7C->zCmvs@f+9Yrxq$A!Q?=puZ{c8WBTr4%{aX03Gz-I>_dcUX8ufD870+f(x^ zj?r(&R1|cLsN#tG<#VW@%G+Icw{^{?h?Cmd+NGfkvJ<>(e}2^T&_kPa?;|5)U+{@@ zq`1wrZ02>P8(Fz~Sk6nK}Po^#)G;#}M@t2UO8p(70kyP=Z%f*$3?HvRxDMgJyFPm71<7?w!P=Dci}zl-?aBR z%s9lYuqHj0^(04pd!Wl?C@>Pn$r(CEI`V%dWI`5x<4OtA4hEV<)7-Y_@*RiYje+%adhp^B$?xRFr3eoSUn%m*;4d!afatQWZ`znpvx!gDt zOaK*s0dGzxIjEHsmwa!PQ8Wsj&*}3&9-l|jH?C~>$j&^K>qf%nP!)h^aMsfNx>!6C z+?o$%@ojfF9HMM6;B6|c9y*sTi@`s&;|3EQ=?ZmAr?gAb#`ky-HU5f7C%+Pl4l8bs zt>+lfLIc^Vp8^#6lJpN|D_@%8XLODG`%JCD;avqe?M?$zmoo)+FNvQ=Ez4Q6*iP*b?Q=)UHpxcEUamh~*{N~6 z|MXq|15BrPaHH}V={5|V6rth!sa%$zFrn927~*bR)BdnGoA;uT;?^-!?=@%Cvu%x{ z%;-S=E{g&Byzml5eQ?)3@3%+(`|HCRe;wpwVZtqbgyDXJgk-N?X&Ri|axrnS8^ z4z7K3ZMm1Vp+kyVpKNhkZooF9!4C&I|zMZqe1$G*7NA$`ld*sK{5U5J2dV z3KE1Z-_^3?)&UDS^#ZfXL;u!j`ztUyw14k3jYdCa?Uyi{@swGqTD-Zk?3t-<5Kd>a zMa!Y-Z{a779=WfX(+?uqj*8Lxu=N>l1| zEs5P({_$bl$!xFtpZVtp*C%~xZ9USGOpUv;s;&68E&bf=OP!>5Cu(xD&Ad0f(V%)? zVg}DvgZG4&{S{xkr-gE6B7p_TLhrDZWURdVs6XrVS`#Dkj=JbB>>J5!0)waa_L9&< z=xArB_p&=g@2>!F3x|NuD)A;ZKFJSD-g@;MdCxN_I5?h!yV0u_Ibe`fw8C+AlEnPh zusc9u12f-eq~Lc4lE$FCOL_Y3innt|wzi*}Dh-btB+Kpc2nw`Xn?BT*G%&tX;HM$$ z7svFj%w)ee@uH3tvV@k2k==?fl*QxORdus2#>HT6>5Lv6mzBRgj0^+|h zozUHu>Ru|9w|4r#9KO5llKC5NrDEBKk6Z$2=k?{z*PMtOd{YyDcRh<0%?gU3?Y*dW zDsFpy-AG`$$Eq|!E_Eu$%hq9I!|G}FVYBX6Ze?-z)9N3~?!93g&rxzq3G7@Y6P+Iw zK^wk!$+ecLnk3hfM^k^#D;dcTg1M%WUt5$6zZKZGcH#(J^?6$U-!kzN-uXPMQv#8< zhVviT0!*1x^yKaHH%hMSb{lD_PwB)ce;!UBSiQ5F^S))Noy-RYC)VHIPJVESakZP; zYMw@%Y3UT%ZPm%kZ(aDhv5ePy?d*K_b9!B^M+Y#U;U=xuELsmK)7k_8$MP~#We3JCHTIqHA&a*N*>qnadc&iiM>NY zJIhy-O&Ce?PCME9wO*7sk@P}AOaJ8k&hK-Fj$e{@BTrB6q%f!ba&m_Ax|QYZSXuK? zStOjsk)el4GsWs!ZMn6S_EDU6pCHIuWDtI58js!Qj#KxNz7Vj>Vv{O%r)<+Im-`Dl z(%g)`78LEZyP3qig_|bv=SVpiQ700HiI@6mslUOgq1gfMV~E3Ts*l~ z=9CIbUS>I^mex(Vt+nDO6?!Sst0#Dvs_qN6$;zG@N}fZ~W||fv70pBw?`I~MvE7|8 z@#>wO8eULC_w&oo3A-C6nK~wSPlq!n;okZ@)YrEsu;}D_vqSqVlI7j^xW#JcnY;X! zyoUJZoMXU_Aj|N(hnheCe#SG>u>rIW+q3+KYo;Z`tiZB*2{+mpF7okycy~ILhDZILB%s}gZGML|3sbR06A`DyvqI< zfi(6)z_*z(#;!J|iSrGI0?d_tr5=U-mtttuF67(ac4ufE>BE0-_AbZ>q*I4Obz9zb zj49WtL|}7$52h#>>*{Sx>qy_U{{(Bvrx~a7#eM7Yg6wjZA1!>H@~+6y-fQNuh85AM zM$e_?NY7+LThsb<`^m7_V&jE9E81g&ND;Z^ibiTU`B;m6+%pLu4m{p=OnO`8^>$T# zRVGUqEbBY;G)w-WQ`3C({xIM{4c~P zXtzq39a?hbevmcqz5Cow-0x5R%=S+`|GZYM^gGojyEE9iD^QL1OT26z;exGsN0x{y z#n~fi&V765{L66_7wyo&#~#E>J-P-Cf=_2k^7}QhyyuK1iu{h0!vcpXEmxw0{&Zg- z24o)&i7Xe=!rxj=v=RGV?M6M91UIHh9>+GOg-524-th-@iL1S(zmp4wqi^l$s^9#9 zWOU>n9>xZzb`yKQv_?ktx9)Ux`=W|-5`?)nhwg5;QyjdG6#Xqn*D&$I@Qd*kq^D2M z6*?s9HrdArax|}LJqgp;C7#nRO2d;Qy@#6pDia$bG6S;a==RW&Bl5RgZ7q#|or+@7KDyIIMQfujje#N7d zhoiEGB5pi)tlFnnuHBUXg@w=RHe448`xbPI+?#T!tNt6Dx zpx}=Bk;1~pGXFx{$Pp}M-|FZ%;U1+X+NCW<2PwKShKep;wjS}(^fZR>X#i$l)BckI z_jNtpj%TrA9A#;g-`Tyb9s#>lSigPpx}`{EU(u&szHoVTEK4jc{hUE`y?tquuznjw z7!ts3D>Z&I<(k(MIhv7u!Cve2P-**$&aokk zT=2`mG@>Q8=398>&@#X0-QM>InXcjd&?^49ky25|%{@*jb{RXh>NPI#G}$|JmAc22 zYrhU;bN4_TGuJVi7rrf2XvH_FTgw@FTfPXt#5qbyu*IL&?HyF~s8AOw(8&w@ z@njz}MXjT5IVC(x$N7oWYhP6$skgjkxm(!bT zsF8ds@5qrijL=Qmu9u7XpZF8CX>NIf;UP{WttpA^V%McwVmA9ojfpD=@9JIO8g8tu z?;)8#=bT58DzFTx2#vK%^xh~4dm)(-%4rE62u(M#j;9Dy`lGi?e!pE~%9oobU$!ae z^Gage_?MZcO?&#IhUiF>FRCX^3q48OI0vIDZ)E6Ld!J9hw8=M4`s3t;5;@ALBet$} zdxVD_j8ewQmwR`V6<~!nb7OsdFF&7nMZC?cy~nNS8Jr-=ZKW%;M6H!_AjOLNc0czT zSX-!W>yUWaY3y9l@Z$t)9oitqcWLj(syFsImt>;?ouZuHWtb!E%SwnHR!>@tX|gGL_SoS6=C4jo%fh z#+>LjRo!pGD#9KwqUr2_YEy| zwc~id)iTjmN349$zr-BG4;=|4d#e}TqYSxU;@-G*eKx(BR}*&dnfjo0d+RedFPr?Q zS!y-Qk8;Kjw@bJWAFfqvmb-$JIH)+ivjA_gGbGk~V1wqZy`c|9vV*#%N2y~pi=}f7EAdCdhP>SF>JA(YeQt zsK-}-aAz@V&*Jp8UE6oy*O>=W5^fuJjD-CWb8m}Pf_?AY4t5sMRh|S7T&Fi^4eaRk zRW&1ypT$1M9(*K|mD;nqhNdHFw;Yd*TxPs}?GE%%`}kdYv@UHhvpahaTn| zGk?ax=v&Y8nAT$jB`e~sXrPQ*F|uWC9>aNVBQ1>MCy?p!xfC5a;5Z^mGBXoSz6E7k4@&J>=K>(Oyd;x2eHQ1ur#zi>ekm64>Y{5=W zx0%v#vI$xK7@dxH&)yR=U)2?GYP_o}2Zx zQSVpNI!RI4uKOrK`N5^yk?~Ri4W zr3Dc>#bX6Ug;G9ax=?mU^t&z_~ znQ)%ti^84>4FZ*IsL!;c$igKm7wQ2&NG`Ub({G(Reb}!rgtHU$}rTTolJd^M? zj$Oci?`0)i%|1UOEtQ_2X(!*XTf_K|4Jm3Lt&?g$2B_$Y@H)bdG!s^_dxdK){&Qp2 zc;)EbJKvrK5jC>giuiBi-E>^%WN5P^A)AP4QD+D1|K{G{?SHf@HR6JF5kECdf#sWE z5*4L_X zs4VX# zfSpuOOH8Q2T9ae>p`SP3WH#C<7zNxl8R`9~kNcQG`(vW>V@R}#NJ=_+>F}wlehn+l zJ6_Fuo(_ay-Dugm*^H^@MG@Mv5;^-kV~-hsH28&U@noz-!9eY@>nXB_?Yh?dnw$E8 zWfylkS6n)^Qt^ZNyXuL<5+&7saOT*Gt5Zd+V@wc(*bH9k7ZT%DJQNc?&QNEawPS2w zi;91X#&f*aUUMD1d&c2i2ezBba&)<$)aLK#c56E0q1?(&_jTmo)K|5s)QdAz`4|_2 zKxZQvIZlzYPAb26r9c~}RwNT8md{`ZGb+_isTZjg8(@vhq>y87BZs2=dy z&0o`B^}X}kQm}I84C&PNx-05DYJ}XwvDD=eQ=Zvj&)*G7cbg04&(~c^e;QRvX09%C zORn^|rl)wLNx~zE5jpY8gl^2{)JFI38#x=lhgBS=yU|zrHcj}c1?hxe42%4m_pS2+ zj&5?sv{2*R8hcio5O+X(x69Gq06}Dd=A3SKVWPj6OxjMv(CsJalzWoBlcRNqHx{aK z(l%7^`h8ZJQ%_#~byaD2(>vcygK;Fn^{?#dkr4Vh<@4H4WpNwY)VScD@x0MhD7PhW zw+d@EV=b?uhAmp|waNpt)Si3#4+VA1?>7`=thPSxs$yR==}WXpj|)39=mv`^-Q(Jx zRoXG8{I31`I*mhKRnv70Fv|iiS?R?^+UQB~wN9@pJYOj5UAyTFPo0LdHp~i|=sun7 z)@Mn*zP~KvsnJ6G!c&_nRoSekJ4vJi_S1IS?{{xuObrS-=7myLQmzu$b~>BHNf_MfTmzx%@)R?Tmp5)*a12d--4!ZxcP z*}t>UD0R4LpJw3qsIDvRjjlt5TZFn^5zaCiG7tF;mhauJ8p=9IQK^C6828AQ+)1zE zheMQ??8NNHMuCRy7xNz|l0qpOy&gSbfi*<}Uu4=SE{H^Qtt9wR% zJJ^(+A*X-3AIt*TzkTw!b)Fw0qY%Hw%1M2ES7GSiYgUPI>dgh}7nKre+xRwvMj%U59_lYKQ5ML$x>IDcTXNHl>X3>+k<1%;&R4s2Q(xd>m0Lotn{bMT{fTXjZ;Yy z`!ToT|o_lkd%vsct-17;cou`%Orot;SvE+*%MJEv zVKF27v3y4T+GVF2Lqh*F+>$+5P%s<~!zA9bjZ zP9EIO!fwbpb#pcyg3aFti0_q;$%mV4h+p#3CCk^vnHx4#nreE1=rT{z?d?i%zGQVy zkW@MNvc1rZRco<@6y^5W^mv(0G-+5IXMAk7*|}i%BfMkCnahRMdxY6^t&*X2F{%5` z&m_-HF_glLyq9f@)8)(UmuXrXx-U#{CEJ*TvrHW7PZWoDVVNOXQK4;BnM1#M#*E-z zNfqeGbhM0puI+c{X0_I6=7V3)UHVc=dE#{A=ao16CUT|EKkroRKUGDUqpQ%v$dMhp zNnRfpuJA%h{F1Vhq1Hu(mtvjFkBmr~npEntO^pU8C+{0SJ-Ie7XVPm|VCUBM zsaE`crNq#o!IYdstTwjG%Y@L<4x8P)_~`bmx;Xp&YmF#B$KU%?Dd-41j9klsV{gPH@zX9A7~xU&wXK6K0f zr8K;~*D_#h%d^-gM>ZB4i|WhVHeps@d@Yjeq^;@|Xx&O2=gSrrHLlTm5&O5?8f9l@ zaMYU}6JeL`T>ADq$<0TAvv=VCTIF{2+430a?DH3x&w9;k2+Vgq)Xk{@n9qsNNW60O zL(goJ(pS%T`$ig$YM9Ty z8@hM0=7`X{U-^dPoYxaeJ6?YdA!3@B5_aGOSyk;pEs1&9M%Q6{o%7}CTAST@_N96Q zr*CC$yYrB7tv^4qXZqsYU***c_dn9M=L}x|Ez87!p6kN1GgFyr&JNqy7HA}t^FFN6 zv?Ra)!v~cMb?rr!9Fg568^Q3uM55FspEku>jD(8isXP5t-GUvpReL6C9p(SReM_=f zY9LfkVsF>L8cv*>Rn-xd9wJJdx>WH@?%6oAWp*ssU!v%gdKI>Xb&S<&f4XM->i>tZ z_Y6zAf8+k^s%$vAtTeY*S(>XHi8;`QX_;oG;+`ltKr=MVUgjhfGjneUEEP@7 zg@YU@NJ?pL+yW|*f3E+7``LZ}o^kNtdvI`kKjS>#ulM`(GqQkcsLUQ=2LBnxyeCfh zmK^6e>eKU;pyGLx{m01&BZCtxwC^(;Lr`q7P52J6<_((~0O`*)-@YfN^j&cdQg~&r zYC4tx{uP`5=9>1g5?KqMq!zj`M+u6ym^>p`?(XgxtVN36nq;NE(Y9(e>GtoUqe4H| zg!pCN%h_4(#dB}g052I9KOOwtQvh@HqX7fnNG-nrIF%HaxB4V4ciucW^e`6;&sw#$ zG7toaJy?1r&Smr3p;N8QB$d3b&wii#0zFE* zH>ddsF2H$c2}~v;#-JPSZU=gfuI z9eIb6JHw03s#oq&@%v#duXH@3d(o!DkiV6u+nD|bW5k^jdw}(|gLmqCh*fbI$jKYF zRW|=25bNMhE53Sj!})lTO8^;xe!xdSA*y}$qzB^{Rojk_5g_kL22N{n1mS-|XXEGc zChmnl{U^c#;o@vX7cO*{mUHPL@uEv6Z`x)XJMuX;8=QEnSW5Zf_Bkb0oaTMAh3}E# zjAc*Nn+I|}9Sea>Cnu_XNk$2(uU)vL*pTk!>blyh)oObCcv_Zvyil8^2H)3vz`Ug7 z^c_tO(vm-*`@Mzc#%c z3-1hd41t{mLkc}b04MMqj^QV|lTbdtXz@I-+=XvZ+P)lD0yz z^o6`=S%#2^9^73&FAJ78fDY_xR9t~lL?VP+4J}(%VI(f&eO#6_- zs*@+}@wL;|pKUx>n#v?S#nXqaqORvXqpQosU@<|7LLrWBt0phsI1*2{quD!XIC#bP zm-dp`(g{ceKbrmPrSGgA=X_LWuS>5~)s2OZ;sKKAIuq*YVwR7eDx4k>al)_AQlVWV zUA#Kir?B|`eZcp7InKOyi7T1Zb$i*%dsdS}88xpbQ8?)3<_f%0@qx^lsc~SiUaKZl zH_LwwcN$+?ers2B<-wPg8xJp=mW57Lag?Gh=pH2G{$1k(7Q-=M>t)XAbU4;drMBkK z6z8$cuBm}nh=zP4%pSaCn7yBK*>9zigPr)dw=|V#h{fseE%pf^zSHh;998qj-QoT* zGF%e|r5SM7#5(+^xkJZ-KG0-I*J|1D2wmqa{(Lr(lyL7VDdiM9cSpoH(^b51Vln*M z(D2h-ruI)Ph%K#H#j>L|h&t&T_fe_~Ro~ba13o4qZ5hz1rT^P?^8b8)k^w)q=slkM zmfGp2TwEc3`$lYIVUM3L$OK{|9FkfD8Lh8*MG?pwP`QyG^#P(v1v|ls(`Vre&wdQt z2b>)pddRZ@eFEe?s7a^+4dT5H+0wt%WN(OV;$KqO0#aI54{DBRBY3n2b}QX^SB1a z=kZ;@V-*zy;Xrn<3|?*R7Gt6bDsyV|gkGK@W`w15Ez~gDcg`aQ(e$37Q&j3ZY2^%6 zuA_gk4BV=Y(l~@sG?fp|6v`Nm#a}*4h)An4GwP9UPV6&iUFs#0!eB8_sG#hOfJa&~ z&~wvMZ8~20GSa<>krM28Z4DhgF0ZB|TSF9PwT8-@QYO-*N!P#6hObo}A-EOVQ+T%btS1(0l${?OzQOPnJ~zXR+^HDR7b zoOUcqr2b&FdfO<24DI%|hOpOJH&BAPg33Wt&8N2?;mmzYfRGi8h=D%mdlJvpp)|xe zHO7r@mPn7c)#d@DS@gd{+a9}n)l$KJ2Q&XkFa*mfu-BukyhUIG;mgxb-V?8gL(^=~ z53}R|hEKezc!siWU!1ayKLNA6m!`2UOdXkS=J8t0I}8bCtFP8##a0e5$Wa`3CsX!9 zURrtRT5R>u^~(Wc0d*<;V^Q-fUTvB_qz_gl_FRZ398EhldVYT|dD?B|%>I>ObPB_Y zY=FcYET1cmK5Idjyj)D*sbBTaV}<{g!J9*)8k|F|0qG76=SQXYWFjOY@?r54caHXp zk6u14>{VvGYJ;%p{6jl4moh2*w&XRn#}WU?=htD?f#w3A3xvOm2JNilbrn#Jg<|?JuK}~InDCA9^GIpfP{&>&lzHb(0o|*FDIqwn zhMY5c)fr7&u#vW!6DqXz(wcooj3kXmcG?#uUxHl6;|+d%>Ey^P8z84zp`i4_vyxXI z6#EVUy9%BA1%?($_OlekFOAOM3`R172jn169pj|BIB!T@V`ysva;=PYTusEHAgNEY z1n=M;6jTQ;=u~96PsEt`^nai~Abk(RScyMFMOyo?lHED3U4_G+0k`^;CEG%$3`onH zcs+^65-X{^_U}tecwKKl2l~)BuVnlD6!ihd;1i99Hi_zAwYwbFk(3t@M^1#p-TtSedk*U zajUWhWeigYiB!cR;!>HCV0RDtN5iN zOHMBN0$^B641b!h&>a!SlnXmMuQufUMtbs>cuXIUnQd-q(XZSu`K=b8XiE1+gJs=I z%^P~k+ccW79Cz5~hM%614WPQ)?~k=m)?xXKMhvRHrfZh*p({BGMpqs!V&fIuAXwi{wzlS3%9*kP*U7Iq2BTuB8NvBBfM^8{-Mndv;G&j{D}#R zI_8Z#lidh6zOGp%OQVLP?CH}3Zd!h}CC56MBTb4hc>$y=z^~!}&o1Yvz~V0FsZttz zI#oSdP)Ec}{34Gnw$9WQ^zjnx8UV3kP*JuT4;%HiZwQa`>dm{)3wZ`AeA)_!$eTex zj7-!AD*NMJ8n)Va_N#smxz&cch2Qe3x7Wq5HAJ*JU8V8XHZIh7EZIv-vH(~NnfR#( z%S#v6n@+x)m98dLC>zeIbEKyVQ|Nly+Afk3 zRQ)j7?AYO5AQ#0ANU6KJ`ifj=$%I-zd@tiYTOTpZ8-#&S&VHU8<^5HoBM^qI0t81suztl0ixw*05zGs%9(add>RK=H zNz}Jxsdo2G3iD;$`4n-K_#ACGAP)*#%@a(b9-@X0eCTu>zO1BNv-d|?(qLXe2D??^ zdA>Bg=F^-s5>wY!7!kmUF_k9uosVN8pJ*q9!q zU3mYE()29)Ud!oqcCC7Ns)0pv{HqlAkoQ|jTpTr`DA-8k^aHkXiunVBvy0_o7w(dI7cJFH!~mJ(z25C!{Z) z>IqX^xkh}q6KX_0QhgebVp`bvle$f)RgQ6r(H1zLR=n=Td4+Vn>c~736X4PLzWR|_ zjh{U&^kL~&owC%13iE>Y?IWH$I5W;`35gla$Z>kg`@`!6)iNa%IFz&gAAQQT!HrRs&TNWqs)6S zQ$?@)>DvYyf`)iaqybKv`D^rCc%wP58#9T#Pj>sUO03{`3N zuA^13^wd!nuuKVM*KM+VN|y|TmgQV!0SSk{iFX-mnOUO23J=dAO50c1CZ~pZ#viMT zu~v$^rma6U@zI*%DHLAsMN`w1a>zT0*r{k-|7PxrY*SziZ|!GWOn=F|7r2vOnZ7AZ zNV?c$qR64vQ=_iX$x(ozH;xgY6-P-repi(-~S2!gb1ZWx|8G8bT@G9c&o> zE{mYaTlVAfMsZ)^e8+EA4JqrF5m&G30^dI+P0CuhIP#eEobifMOoe|QS(ZXj5fq;d zFJyL)-pzuUOx4Lca;X^$mNd7yhEUgY*@8!yIDy>b<7=I-1-(sn4qWUX9g(6myG3>C zLfa&(ih)Ae549>pX^%*ORm;-zhdU<+K|>AurNn<)7YrWJ8sh_=;B_%@vua?8BiY7Xd#c=AsM`IQRMpa+>N2zbv?%cES)oFmwl zPC@VoMK5?P-R`6IU`SMw)rwsVhwQ z_x?A?dQF?mgC91D(1U=+rY$^i(XDlcov;Dn zZ5rg&21568YZTfYdZH5b;S`SOb$!%~Y_ab2atdTw(Ml|BRn&F(PN_LHT(NY0-77s+#vIARpFH1qMc< z)mySVo2FBABS2f`ydq|9%XnxI~r%|`0;iV zLBYxp;1g@-V)W;)kN|wjbgAnV{;Gg5m!-G()x~nCb-|~aa(yvXlWE{CZB3#fE#Mn- zJNatMNpV`|46{p-3m8$>SbBS=J5$==l({_p(U8}+19QofvCDHXQL9hK;^NUm-Z8U# ze;5ho6L9%CLkQvxe8qCX7BjF0db#JmZiA>w$*4K1LtY3=D4+V0nsx7hw0{ejDMX5N zWa)AU6<2jTN;iM_%hc5LD@Eoc52dydw(ScF33a&3`|R!CdApHD9|C^fIOAthwawLO ziSP31ql8Ah|z>f2VkfrBQPg zApuw3t83UhJM?+COpKZ^nkxck3Gs<^KU?G1(^kMB0m_yq=Qd%-f=6mEOAef&rc|zh z^Pq)k=-0vAa_(0;D3pZ;Z>GIt@M~R_kBEn3n1{dp=NRS`SOP5nE{Bfc|3SM!i68yx5Jte9KeSmtd1t{PG zIoqag6$>`p4$c^$NeOn^#?S`pW4(r5a!Zwzyyj1Xw`=rCjSXDz_p)fK&3{z>jT+%S zS|Kt1hZclkUuW0vzdM!OS;{}UEii`$)1Wu1oUn7TuRx6Q-LY9jwdoAsBHUqnAE7q~n3I_p}=Hsg+hwBmvb(vt)Y?oHQ?wt5|T zj?t!Mk)BE+sdEsv!37_2AybBO7WQ__`4jVU#j&q#ByYSKy3z{UZ=3>s7qyNq8cNf} zD8-txEqku;1E;c8h$c(RE z54%*@WHvHoL%`im)+H!mIG|84AreHpiXHZ<@x|BPs@1O$5C z?bEP#Ould>gwI{y_t@h2I5fpbGc`ht%l2qEVO!a4uM4zr;EnWt-n9bbQ>i`E*(zA8 z8^Rl=Dt`!L&$dSzFh0Uxn2B;7QkIrR4qL^@RCX)C{x9tApr4sGi+LzRD(>pmYAKYS2Sf?63H58L~CbG1^S7>ZjPh zmVY5GS4R&J6=XsQ_T)67V($y^7r+IYFr zHC`jhuE-PFEuTvKhhNg`AL4IskrT;&rnIyrTjp0srub+)sa&K}uEnNX(@qE5=iBRI zKSB+ZvileOP5vhzIjc`W29(qrG6T; zJTi***L(^vAdMWb{z(fSfRW}4eYI>T(cqWf+wF$w;XhvZx&!2H6j&ZsT#wOH5iu}z z?VB&k3RhAQ(8Pc@Wm^2XJ^gb};f=+X&P2aEn=v0aZerrD=jT!6R}Rho>~i*^-GSJe z)7N0c$M|aftsM;5r>b6Gi7@{!^+WWKaG5S^L?cIk`h%)eRNRt4wUCi+s3+E}AwbW? zFt@VU)HNkxCmfj!hE=2M_8Tcc(-_dw+dT7`e21a377~8zpW@Mq&7+F}uWNs9qgM-` z;|k?SGYwG3AO5G%f-iR1Td><^NfV-Jzbr5H*94sQYAHM7H8k6}*)5pzX4opVWUz6L zpW}fg1xOq?xjDui*z3jjP!VtXF0u3<)rzSXpBf3fUNeiLQO#>7=*Jg#R~9yI$ep#Ppr<7Szcu=7 z^Swp-^bxHuAC!u9Ry#x46`wX`vSsvLcRfQAlYu^+x0}h+;Lb0HIbp7bARc&PX9x5r z$0;_O<;Pg$=X7%v7&_#6E(E^=Kd$T9QaGu9hG^$#e zM1rhF-@|OQ>fICnH2F9H4aw!aG8$0%9qUJv&oimiC)p1L9FdFuMfFVpzPyOo2u{X65d`>``jOl09;LAN`~Rvb6J9>QcL|_bK}?$s@*j+Fl$N!fZAGR9}En+^;qsfn4msB-0thB zYmxEyT6d7f+oN%@bC)DR#@(KMyWW`nUq$bU&SPnB!rK&?-aGclYvVrTXvMuBDWi`w z6fhy?xI)wO3FytOo6=ZLnbi7=Ji{}^|Es>0?0jhZ%wJVILq$)wfT!@Lt*V^OPf6^7 zbtfl|rjGT9@7=H}$F0z8D?^8BZ@1T)gwLidk_H5p7XtmXcnE7{UtAYtf2NUHPr~jN z+jmD9Yt>eNv;D%Ga6N?62O1i-B|=B3ay>U8pv#;Zi2lO@6z-&@Gkc^H!mbj(hqAX* zaseoR>xM!<-Q9zw1ty8+dwqa>_mCK?zTg=DWL)Ke1wynSG#SgKZ2Qj3aH1{u5>kQU zmD7QvsOPB2M9|~!3PFP#kLNsS^{lo7JiK{osc1rk_J?cczB0K zZ|Y`v79dL=q-{g<4SmqShBn%4gHl+a_--%=!q(wuQ^bdZfO*ibLyvSNO8aDxb56k6 z9^k{0wg|)#J&>|pRhVOQ>tDg3zBnFDuJlPWNIo_+tpBDQ_WY>E|pEcFY9Fe;S{MH(#0SNGe<+$?@v>jp9gS zNg_56D6Kt$+H}@{UmO=fTzjyvsHIODNn6^0#R_G(m!HQWoE2`jIas#}d(k~^SVi7S zcOG1OO?-#>DTkT+p1o=*nT0E`T6MAr^@4a+6?&<@qUWGc)e#jj{r43 z?xA~j66fMV+xME=D$;m7L}($bdImpL(e|A%k2HSOxGwSzzOT8T8(LV&ku%#oYtC!@ zr67GNU3VyveZ7;(bqXt|A4gYLyZ+&gj|)4ts1lTO{xVw*wNR3>bZUU*TmuRwLz_D- z+X}M|m&AZ2QV+xKq*e$*SkEw6lTJpDX-p@Q5R|Ml7yiM|;&tJi54*%D4DocHFkJUh zad*&oOZ}8>A9AcS_u3Wg?W@=nU}1b{)LG-%{7T;4^=5Z!VMIaEZ{Q+7aR(R1z3Qvw z{dF=rkFt}TEM?XD4`>`2p*h!#TZsl}tqsUv)tx?7v8@X&jk+6$9j5EPE{6qMd@#W* zn9S;5=gG{t&BHbD)(psaOv#XmSAX`pOZ@qyE-hKTZSxA7pFGlvId1p8dRRwTh}mwRq$CPdP#4MF`(b@NZTW z<GLJov9o3HN!sMZaetqRj+ z#D7iGnnagmLBf!;1=;;2$TVm^vIi(&Q6YW7kq^ejlX$2+?^jLm*_Y$9N`CU9x1D)s zt#kjCZynclV`O|2dp+uwf z+`Vly)L2{d9b5{<1Lbh9GT3H;(qqDmo0#N3$>o4|Ik7x1j33=BCRF30A^tA>Tx(P#@6kJM)8(zRNF`+N_JJBQv8&8ewmFrJ%ceihnTur# zSKMb!Z;SdZRQUl_R`@0N##!1f>@Tn7mXXQm!dOemh>Wo6WNVEJw5ty{k9g`u8wU@M zkFW6U=Woa`lgXN^A6$?ObBs7Dxo70dP=M(NNu#|126Yih!DlY{Fs3d>Mg2kvOAj_r zWEUjY-Jdg;S1q2n$SUf*vgby^3b~E<{7a@$2?ek}@GZg28sgfW@Yui|q{jXs>}xsk z8J@$Bt`6)O&#SKP+|`e9ljnAYv_y}mD)h7<4E?lCbPsoXogd@{9Ld?2)&}VI8g;49 z@GKMjAUaCMqZ5-+W{<|M^M?O?28a!o&e>Tu{ZN0mWBVIG4bXCsp{xsIbV2jK6Z~_c z;t1G<=3YGQ-mkiZV6(fP3-!UNFKKC6Ljhh;#JBC<4#W7w5yO_y$B5wW)}eg%n&jr? z6oCjx&+v`JUXzdaKW{AaM*4yGJiQ3?VwkI=!Z(ErS`>i4t(8ROHU`5LD=J22O z9#g~QWs`Z-onv$55{FWBi*7HSl*#*8cO&(VdA)Tk8dX!t6R5}RPLmAq?w+1n{jt?T zf0LJB`7RFl!J*?fm5b(e=EWEF8%Q%T^JDcL4&u;Vq4C#!e5>j`sWpFB-*g10cGZmZ zta(+n>|8f;2SY2&7s^Km(RU8V3(0mTJR+UAttCmB5xiJ0BDKw;+`8L2qu9FKY!c!l zRDEV%aoPT|wRp098OS)*EfOuP(}fyq-}fpQ;k~9rHFhf z;4&AG0hM0v?UhDYFP+v@(w@dnYof@PSw;UqMJ^)Sye<_kL>SWW%CG7tE|7rJD~=Rb8WeS5Za(Cq)x*c@@pJ5MyygaiB*_63?NBubbl^%T%r|C~3_ zd-P&yEbpxd*E%H8IrLIor#AEKi9#szY-r3TpEvbM?&`bA08#wir9bH5Wsu%#u6*hAUiH(9E?l4+>ZLbK3}0yTZ9zv~$1UM`*U zE>s2{?X+9~=DACT1xCO|{&+>58V&-iMXM@X+2p-is9E!wOW^JNR^MC)b))_ZNv2Y% zxb3O7f&y>Sh^B}<@}kbyt-qN7vM9v1_wkYuweyz6P{N(!FNhn619)HXq6KzEB#3 z1{iNW-ytufOgJ{1*wMO5X~ELFGS15NSRFUVf`7xAq%MyOw$EgS4dE0NR2S`^N#4_d zzr!rSr+PMc=gZ_Fh(&be_27b)(y`+5C2$8-aFC;u`#fVA85;>29`gb3+#u{WenoF zS78b$Ec?LX}8HH~Jx zbtw4fY-tpqZS&N;@3-M)pP=U<3QeKGd?Q7JkBI~SK$J(}x<~qn!p3+feyxs>hMje z^H17RNsJLPhMcKly_(W4(O=I)kMoY6j|?JFrHby~l*m6?L#foP{!aTC!lh&z;?J}= z9Bw**tbVkWePq(Osa8694z&=ViBGnZBpzui00y`_;xHmdFFK-xR}*HRS2c%Hl9}F+ zMvTZN5Q_jAhi>htWj)kyRBnzZZ;s1kzA{65g0$>;vAeuXH=;#7FS-mAi{Bew=gl#u z^beU#5836Z`SK^f%wZ~rvnlJM!1bjqxo}A6c5htP$(WBaM((NAsnUJ_I4VSZf*+*;bm`T2htw)JU=l{tZ7pI;x>sfuv_2H#M|w?83WY}ta(kS35`Lmxyhi*E8)|f*yj5Y zRiw&~il_wA%y#v)qbnIvJZ?>5@0NaZ&x0U~JKgMh^NnV3lUkv5w6W*pFEgar99GFS zT`&=^gcaToAG4uGiM2+R_Lrq@Atz^(o!@m}HnCe$bK>)YE?6Ukb%Tp2mH5L&@>v@- zkZyCKiSCyN1QzV2Tx=dC3e0mn*_9mQ(VFEUYgARRJ?(hPA5n6gL->n7k=cKu7M};z zKQLrFd2)_0bR1h(Lu?Ew2a6O(@o>{=V_hLm0hvnJP#KR;&|6?_pK2-Hav&>SBmI{N z7;G=nR(7_cWiVQK?ua$m{$g8^>4N&1C2DmvW}z&Sf4!xNwC(yXRg~(0S7q%y_KS7T zr?QjQq)(phSImIkh%>J_loEXvLi&hrJ@UY{>vI_``+~AEqk%vthC%N9*v>VfYIu@N z_C@p-aN^?jMZuRZ>tQ06FU;2DuB*?;5+|+1kyXVA=1}#al%KQeSn#Gn9qC3ySu%P~ z8oXbOEDkIE+6LzV3KBUtpvEa8zUXI<1nUXouiifXcQuOoSI5ZfBe9$IHXAll%aOrp zgdx1n2A`U8=A&*?KS^U)E`x2wS3UJtyMbn-dg6<(Gl~>pe0$qTyI21Z`Rf8r@E69u z<#t?m|Gbr{RuUX`sx;K~tCUw9S=jm;wujZGFbZp;dY<$&vP?R6k@2#D%>zzc6fc2F z-J0Kzl)BBmBvhRT8CTdOYCb?--_Sv}D7RqLnG&2D0in|jy9OV~LbGN8x%iJH3AuW3 zuBF9&v;H@c7{(D;DR1TlFiyS`M|>}2|1v$O+XCq*!J71;U(bmHv&w6cG;asW(Pr>7 z9cx|jg7&ITB^XI&?qbG4_^=DrRSP2== zhfR4DZPIin&RI_|*MEvM8#u-a4+r-NU0wef)|39Hb}LGD%Z{qDOUJ(korlnlVd(?{ z&l4P#=KS=8Pi~TML6z2OU9O%1a{c=pGLL?3_73fm3aRl&pWvMBm-;N3mp<+V6Jp0X zQ=O0|5@3#!S+5xmuyx|xT-s~q({pJ7AU{S|Jk2McWoVk#^?bs%0!j03v8ds-yOLsX zCsBYw=hhb&Q-WK1JEYX=w8=&-10Cp`~D@)(;HP{810qy>2^lwkEFVmq< zpFV|ShKgQb=InOpsR|Y-*ec!Cd3)v&98-Bj9LP8N?h*V+aLuf0>c1x^JXZd#sj`CK zg1M4^_*y7DK5M0h{v*4h&|jDyaQ)&s!B5Uhb7Tc?nPW0*?PW^P z@2H+{$3LxA1@q_4|EJgQyZ4*!OqKQO!{V`kni^Mo+E;XAD|kQ|@Gf7P4SgbIq9Av+ zI1=Oe>r>gaaE&27&^|R&BU+$5l=TQ-3S>pzcj4~99QarInetaEuVX)!-y#hMW@i^@2<~q|Dnaf|AVamUq1NjJGvg0fZm|kyTam33-5bEu@v~knAyW? z4~?(SIHi=6hCJMstg#jg9rNNte3<$yC&I$2%BAL!_u6Os^3q|paO*1XE2Tr{+_32| zCte@KkGE61>$XsfdlIxWEC&s?TUQMra@gRR@chI5shjqfO*F9he?LP%{XoRXZ9*ZZ zaiz8%J~hr6eZyw=PRk!~)M>RRw}0~ty;M%M|7=5)5IyL_Z^)$hWzN`kwQ7=QvaO7! z&v(AOOm@2X3x@dm-oSvNUWQil?d--aU*qHL8s7b}1-FuEYMA;={gsLLRC2YzB)Nbp zF!Ntcw_t)VO4%B(ebNu2t?qq=*!W|=Ly7OS{p^6y?MPYpvURPK{nawSV^(|&`9RMwhDCePk z5HCRk)HreVCy>!X)*)|;Q)ddG?lV!Jf`+fUMf{WToQ1S=&aL5tdxel3ai_*xA&Yd7 z{=pz#Y?Nvr0ij2D?!aucjM^=-baQ6dir2_aP#is$i$-lZVIAQM^$ zsVHQN2`+Rx>J(0|+_%{Nciv=LqlitnDnrj`|DmTJWG!g~sMXS2y4o`>^rm<{d9!}j zB~)WSPHFwqdxRmr^$9W=Lyk*n`Ut0I1#llxU&SCLJ(mSD=EUg|aUxk3*HkMXUU|R8 z*z49EPJM+6)39@W)LocGzW>Avn!Ui4`91ihK)>3_5(676#jFEHCL*et7Q$K2@43EJ zHf#a(a15%~)SUmpD3Y(ral=gaFwD;GjKQi!0|-e&@++Hp4VuTmG!ob zg^-NsJv5&%Q(baH4!!dGfF*v6-P?`r*C31@{s#J6>2fAKs6CsUmVZPX{IGx&`8TQk zjiM2kOJ!DTJSSn=@2LQX$D=CS8T1aoJR_W08w zo?a|Wa@O`I_6|tI5tr&yf-AR`xYUmn3@ZIRO)c7(s0|1UDmCf5VZnkE=jJXKylcnb zggSnpE?|v;N{hwo^NLkg#J@B2sA}~BjLsXREAA?VCL>dYh5NPW+e;z4KR%~UTp;3) zuS`%5#UPU-ZsSwBwk_=~CpgVa{NC2qV>BuFZ)LTBtfCe>l@Etk#r0`_9q&fGhcjCu z*GaOo&n^LO$n>?ud}vdaPSdGoXd%Ae>O41hD5>qV!P@>Tl`5{48Ti1JmrCFRUQf&T z>zs>DB9Wq=)gI-+Ji*Hr32iBbeTizEz2_+z1}{-aLbX0)7hnDQ>-Zn^&4oVHT5zTu4R;-=$)Mrj^( zg_SFq3_9XyKfMF3Zh5@7Vs4zcd};C|ixSeU- zp?VpS-`0{kQ8F(jbt!|v1`_B5#Z4DNM0;mdLXM)vew z1w+1i6?NIFGL!HHIizNUOHoHkhc&APxUlz=v6-NnypYw_7?V^k*n!-5>u{n+=-1bi zttx|86yVd}KXg?KiId0gvXWF~QK8HoYe*RdY8SOJX~$zA%@E&$K{WwSs285OV>uc%eGLn{_|XJ7AVf&3R>0lAT2`1aVb>iun4q)W^-(nB}hw!xVEb4BQN-W4{} zFafF;wr_`b-ki+qMX-K7?B>(E-m-Z}4zH|dtT&8RB-GnEF#ZC;+?Dy7yFKq-GQq62 zl_hx+?;Ar=#ra;rxz0IrG-{{y|65x>*JX*}1;>a?tK7`r)528Jr8KKx`7)^C<>>)? ztp_2es>qeRe&9!*Lj2Bte*;-Ak``#38!?^4%g`Vv1~}#vSoT3mE7rkvv|WzCX+SJ- zD07*lBFg{SYa<_~n=~Y+nRI&HmJXC;Nf`yssC*rMVlwT=V@~vCfo02@Ng0DjnZ)e3 zOOU#X?c#dzuQfQF&GHjm$mIZxGP40yGpw%cY8l@9y=?7Pi*7}SxMDz1x=)!l3dJB? z`@JIN~qgaov7G88k>l7%MkC9B{9E5(yw zrD|xX=D$>xHRqqW^jvM0I5KSty=>QuFI*-7b$WMhS7)G5t(DU|$Xv5Wn%_7BZhCs3 z>JI%E5e<4a)GL9H5PeX_rP~&DFQ{5gN?c2xxdqe91_tySVjU^!^8}>_@rlH=3iohj zMiuyS5YYKPHIY-zpKk7Et6|Be>^SBj&a+^`nl{F=j`_5UU=B$!L%-!lX>}%y`8zes z+%jL3l=_%uf3ABBsR0{3j~KPA8t@Ex-Fq+!$4057&aRz_COsDtg<=ofylO1mR+4njXTJ;|GCCiiA z09S^G@r-3-25a)Rn8<8CYBT z31N5*Bv}&VlAsw?1<8ztRj{@4O-Dy!+^dkzHKl~T?nxM<-z(yXL8s@B1bRouuaFO% zcZ{u6b^7~-O@pjxywYCLS)5MIChJ;d6~4BSC$?&q688=$!y<5LffLf8%YVU5O<4Bf1lWS zR6S^niqsCdNcm(R+n%Xn)6jBC+e3}=^uKA2ya_Ai8!HoP-1wO%((Xn#D>atHv+?P< z8D`+7`xLoAGxPZ67Ne5K;;wSU#`B^QZ%i*>d(56ENx93QUo3akd3wjlT7W#7-vB`v z3qov;_Od-P<{Y3~_!Yq~lVMBG=Dq8cW)VwE2bRL!$d(0r-3ZBVDYvq(N|sGlDkr*T z1%UjA#k#L!F+S@{6S>2%&Jgj0HvBpxOGJgATt|K$4!AX!t7jhtdd0Q0a{9Ra=gQ< z9v#k3aiaZl3LYGf$>h)bS~%RJv03g{DVTc%bl})L?K)0!MCqmTR+*ee>8|^YE|>F& zoc2_694}@Ct?mDywuiY|Bw-o}(0Rzv4Y`9a^03NADN zt4_YFcZP&L{EaAtC%GB$5*$~LOB(vctZISMN`JM*vs=pa?uI9^XMjWl(5eXW%(!fH z?+;EnKql7$gh-=6#cc|%#5X1D;b$DwQP zE>-qQu(%}WIpIG4lv2o_8qlorO%qM*n82M77!>(~7xFnSHuOvvG*)fQEGQikE#$W` ztogRaO|;S>eO^- zyDDnT40>5_H4tC@&$K}2;-5wIB9g@OVhLx_RCZ-<90|_|r33>MmsJS*OcD8gAYOn* ztp`LqsVZkckjb>wu#i_v;>$8-c~Jr1Z}-VmQR_vU&z#TD!bf9J?J&MZ=bxtp^{(JDRZ>S=oT9fm;8+i2@_*cxgl+VjuaY;&$&;DZRm*2eND3D%3^i3N|lIG_? zY^_E4ZHX3ARe3okaxq7(MKV`2)0ASA3Iwz}uK9?O@IC4Du73=|dF;MnAG8;WgN**s zX}TTxqWtCiMoN|(&$Z#tXD{(XzY^l_c4Q=q)T36UNE`+ib&J0a72JzH_h*M;pIZ(| zAYVzKrLC5HH+DH`N)CEIr|JF=JS~hIeQjo?>?vt$0jxr5kM z@D`But($t1lT{8oASBX`gK#!kMGMx0wRpl9w}POW$S^$sdtp5sz-zFdeEFOfiMGK> zFzR^_AeMEXEJL1TeOvPWdOLi~#QlbyL&oL8;O=(bMslhJW6=jTp#N$tsF15p*)Osy^|Mu{THl%RN_;FRcOU0Y3w5$S@gOr61*em5nKZyu81; zXAWKs+jH;=Fg9xIvb=|OVRkp8Z_5-(8s!`xdiTkCv#cMl!HUR179CEYW3Jq-h#=my zY?LsTv{y|6Zk>T{A>#DC%I!RTJ@SI*h@*rpH~e&bo86~*$+KVtCi()w#^>Zr+oU6k z0+OoRT@^+O8npXfPDy?!IYu{#je9wE^RUlNlgw#I8Kkz&U9Mq>4$3b!L_=5y zTC~olUwa^vYZ^80*nTY;e2n>pwciDrANV5qjL&tZ$nH9z0e{>k+WFjXPCR zR!bp2H#^Nuz17&98m$Ve8*7-KD|dg!C`VA-rDO-B`h*gz)^E{LbGy6b){iRL30|?U z9PQ#7<|TR?M5E5u(B`-6QWJMrvvL%0#BO^OdFO{W{?e4?r%*8$qmJ2ufq|>J;aOjBc zZ#RHh+i=L}YMJCkXMD;LaofN1Z{{A)2CH5Sv;Ww+@Up4;Ts7bOKw*8ObNMjr?{`(z z$uiwb#i>=Lfp1$nK=GrY-XbbEIg3m1o7YZ!{q0(3AI=~8oOC9}=33CyvA;L^b2JEf z5loxd1kkD}Q1jU40SNSKM+uS_S=%79v%k{jZnZa_#>kaQYs%+9TE6h6X^apoya6?z z+Tp^H=HSlygR(Wk_;q77fvvC+Q1`=(q;10xuYs0%;12T2O(Dsw=_B*DhNG#v{n6$ z%Mkg4Vn>YAb=wgi&Cs6T5vPO-=!}}GUG$zBnf32WErFjJU;x|%#95TgC%CqFXT=8r zU0A7yd1H&f+u)&vqmDa#!(K{accYwe-=(;;;rS zne%AleHTv;p8Zgf=ExWh5mMm-S$_WFoBAFWiQRN~Qim%-iMR{=-vz8~8(jCggm}tE zxG_+$$%KVKh+>70go!#W28$8{<{D~*-p)vlMJ0@VB3gU>6lk(qnJzvkHV9y5K1tgZ zMnVZuUCSE;06OTM;yC`z>fT~_GVk&)ERuwgqDKn(tz^G|515d#J=#~kN57H0-?P@x zB#Qf1tDRl*S(0yGV=K3;MN)7xg6bI|pQc?RQYDag9WmOJ z9fUBd^1={X*rb=_G-4{TG1h2bh$QAR_dcvDF9H@ndC`AAED|eTS>{+~i2+PdSDoN? zCf+ZXnA0YkUw(`AZg!%VIG$>h!3>Ie%5tsjwA$>mn4qk?hl8$^%0 zgkOzS#GJ-``dp5V_P$1npAq<&T*?qc9CkGEz0iz_9CeLG_tA!}ipzD91rt&En-z`N z5jS>c?uW4udO-Kjw1ZJyWvHUbtUi_F3K)I&SG67b_>2OL1i1E$j*qAYljKekD+jDx ziQ}#Pvl)jQXf9t5ux)>3#kY&xv)@Ff*zZ2o=C$gm} zmQJEOBf^ikPih^J!ti!sURgT!q^(BXMUw5$83%tdQ0zPer*%T%yC7*Ifg+d~`2U!q z|6fVjtN)tsSH-?cr7k~z2eS`DXzuSgQC_^*Bhd_hbWuGrld7m!2`ej3-3n_uMi2N@ zF-;qiMMNTeyisvUtuCi} zMMUH=w%l@t%CbMf>whdhm$Vyq0O7z45sTJI8xWo<8PAJYKQ`#6t7>tj@sd(FNK-G7 z3L-d=<{O-_L0K&pqa|g4Os7 zQfRJ*P8Ylm&w$=M$x6<`@i3!Aj3#ESL<~-8GCtzMcECPX0q-Y^so8#3_RO! zuFucuV@YO7ZfXO|0+~PB`4<7HUTdN8$zaWm<%Y8VW2BgtlFcWmcDBP@GV4CoQ}>06 ztw85G=Ii?OW>Bb*KP=@~mi|%H`$Uu!F0(PmXBWBT;C-6N_+uvO5fNg;I!gANw$t26 z{?P3KQg=1m9LOG*VW^j=Ej!}dNORV8tz0MfemknS)YdAPktLn9KB?N*nS@2l4xCt^ ztLjSyc;Ef+O>jX?UgcWpscR(k(TWlu&MTG+<-AW*ZpYsHPW7=W=ig1VuSvI5h3Q`E z+I`usIOWQ1#Iwyu3tTn)D(|j(VR!}31)nAd*mgd0q*E0UABRPtvxf#cqA}42BP%Vi zc40im`Bsx^6sn8rv}*? z=D9B%+^EEB2Qw8A%qmqE!;gz~Hjl%Q$2wD%X)V0I;kxL%cV`CwtTgrv`a31}Ty{Vj ziA%poje=cJ>xOlXS=*e+s}@n>+2p;|F;vR~N@Li9DKoj&rW;&KnPu>? z_Y_T68)Jq8?v>t{A-RP+0P?C7-Ul;7GNXIBb>-jUL>K0Zsq$|9B9V%=p702@rKY4c zlPD>1MS0=~wjyBi4kOFWsUuy{M;l13hR3z$BYq%>AB0Ue<9(CYC5IYKlnk?ozND#u zSYWb2W_pA_Hd0EJwCTz%)rd!OK1z^ z(9okS9|Y3;O#!V{*h+mY^Gvt-Nqyv`Pi=CHKTc&$s=|T)wbhrj@W!ft*hk)m?IYF(>JTq{ZTP9-lT>bY>*==C9VY z3<#mQ2WU1=jbR!z9|-Aq37s6sKsfzp?DI<)6>pm03{N9-flnW)I=vtd5wRP^p36UE z9$_*KDB)mr6G;+I;s}+M@$BBGx)MMkT;98D5%`8H-dy7`Ob|c9}8B=$5|>l0(p)9LZCY{*XMSG8$nV}5`AsyUXD)L%j_te4L&YP5!O9cb1THW zpl4tvy-`+%bLMVQ=X{14A!5>FM5Z>IJUrY~UV9FtDbMW<>p}lbT5%lZIbR5JbaWgJ zWmh$81_u(CU&1$3N;qa#mt1R<;@M9Etv3s|Hlp1+E>=c)^GRWkz7(2;{)$RxsiB2P zMS~Dwm$>YSsm&XMdtSQ5$?qO3+}|ZO@En;_WR-J|mb!a@J_91S#}3_55VJFI8h-@% z;?h)Pz<+~@?CgrT&8)tZ^P5$#CScqLS?U-7J@n_SEQ_f`O=3_}qrMBSB8n=g@K5*S zV)IwWsgWJOJw`c~Zt*Uu6k)-q=^q4+c-Wkyp5EFY@T&LI&ZEH4(_>1b)X+xSmfMoh zWsbQ(qI!u#uLuF7LkBXR7&Lc24Q_*lE6JP^6lPFMrtQSus8c%&Yhx?^XT0c(&7ba0 z7qE0V1O!(1Q2LvM(Lqi@=UGZ`eYcsMU-8{Ga_Vb_Y#?NTc9($b&}`->nbUEA@7?Knc+B${8T+N_+RbN zuSLqbjiscmwYRV`Q7EeX-Qm>TuDE+B?*aPV#Zw zH7Pz=r`M17i@{(a~>dSr~mlR~B1y2B=t4Z!sH^ zhTZh8b9OF=`ZM=MfOMR>@L8rkWJR*8(C01fYP|E_GXs5<7$#tik`q|`+nB>^M@(D- z>8qCq1wCANHOe#VVLreCTUnsYF;WZc6OZeMkw^V{4Bhek14(}Pyky9)7U}?DoI-wR zT~zL^vh@X?xdStLOl(W>OpZo@2n?nYP^uc9*ei}-YdCFHqx@N6sze0%Es=m2&-CtSH)x%l5y!Mw2G1KT`B$ib$WG0wmiWE0%#KwIZzF%i-P?w90V zjXW6x=NTV$(nfhtknk0*RW{+_(oHaKG{F8V^bwT#nCM95`k7PR@yRxC%tDhEAGR5IOpS6X(SB7P9OufeNK|^(q7-utg;cMhSx=5#^}8sh zisDhc$yn~s_ZbJxei7}Dq$8IZEJE)hwTs-m?!*KU^BK!FnZ@N??;S9s2oIH(b>y2M zZy(L%>U512Tegv#>~s&3Dgl~yRCmR`e|Q>kv+Uq$yyC zd}!mnuOy0--~*u}6GIQ+bzb*&SdL8;RhHi!eSE>i$r0;%%w(p!{kQCk*GyHJuyI}& zuxIy@_XS_rB}RNMTqV`N|6}VW@Ume)+erCwRaFrx4*WqOI@Wr&gLIC#@maH8Y|UV- z{zLK37uWn?WsECC`?O$X%F?4ElsDl}zAvRTyJTI7so>)94gLY@ZNEWSIF6pH*TGV@ z>o`?+MsZu7zs~04F6ohLH&C@lCDpYj_+9h1i_*h}QN+wke?29zX&qF8TP;5z# zfj%_)GEZ6sZk9`5U-AyVCvfXN{R({XsOan&415Vyy=BYqDAqVeO&Q`IoC2Al?4rw4 z;pvUNEPrNYH!C@@VU;zISf2G^vW)sYv-_UPYf`Yx2|dX@NW;7n3T6@}$(nKeKKYiD zxi$x{_*a?wCK9+4k}4;IBBr?L2k~d-5eKv2`VnoajYU`2^*+kH9?N@VyE0y8O^Q!O zMyf+5(1YT$O13xE0*M~kfalC)3F*TOPc6?Xi7XYE%+R*dZ4Tw}&JR5C`q=l@w*hSI zbU8pgfAX}D8j&5#jsWFS%Ra2O)zq^=y z$-A<-WBuaXHw&TVgWyWg%Qfx{9Pv3Oo8`b>1qF4kjNPFX)J&|yg1Z%ioxgAu}|{GDDBC; zZ)lSOGAM7YXUwcjW!T0yMt-=DCY?>m%i3TTi*bVfX|X(Oi|U&rs^w{|W2{HuoVSqy z+YMCkbWFVW5%VDbPih_Vxs1QGZ^*KYGI?R9Gb!tRshoFX>ZOMHZtwp5ECyY2{UDc5 zFkCcT>qX^_pw@)DNW&F%GAx&O$GqvKR(=H_B^Sd8ZH^>>hi{6DN*Nv&S{W<%3w^E} zD_lu`FPC3l!Ww<}Po;LMq|d%WbLw4hU{KHy`En%~ii7@2TbcH(zdpD_RF`lQButs6 zrH791_-r4Sl=Ax-HYoaK>{&9g!)C`Dc{8qr^dAYPS)L~$DI?J}olw#9AvY|1rlZLM z(lxqn6Onh#9#7-)LVr1KFNbNC6@^SjzrtOgotpZgrk`b8Tk7{VH$rwmb8J~t?$t7bULjclQJUE|7S(W+_I#&A!64#ipt?Ki?y#O0) zJT0%>GoC}ZQw}p>_+OLCEMI@(4WA);ae$}_sx1)q>o2L<+`~*xz4T`cwY__45DS1aIlV8a8N$bLGx5u&PagGv%%Ofd8We;cY@JU^P>k4MxyEe5~%co z#gOZe#cp@m0%4edzEX+#C^%2)e^zpO@#74ml6kYhc1Xj1SKR^?DkH!#9)Ml@R!<7H ztgR#VQ?861E~x~!t?h4;^v?=yMb^H8V5vt%YDE&&9m4VX!X@@MfZ>4JKY}0#{np>>8D#-~i`=#GGy?A~&?t#y@ z0GIj?jX9slhp~?`CWdm{GGs!~lr3=*M;>C7A!LDz(B2?mwZbO zMh;iMPiu@uuryT8N*DPsfx*2kb0|et6LmJIPI}U{I*xJGB5<_CcW}O5a5a|^BtDxW zfs{iq^Ss5~TDaKyHw+!&0aWFO=+;a1zXwm{so6#oj#`VWI zHOL#>7(V1BLHJ|CWN-#(S3BP={%H01f*7}8*r2cQ#8etIz^N9^GhTDqKh3K#c2U-0 zya&Noywb)m7m{0TSL^kuXGwvef?LU#|479J5 zj|s8~R8Z!UT^&1;7nI%hvKu;cL?M^B>5&2opLtF{v?n4tS}-Ycs0v>&ECHJnVBmVz z>5VC~Qi}7&o1Uw>FR5O75_yJAKrBcW$NuRMHn^2@!Yz#?v``Fb`_tCjm&14I! zl&vEx28HIvJJ*JGbE1SYtrYIEtJfxz7jMgNUe&y=>oQ@tQ(cvDw_L1tAa(hvrg?!1 z<>i?+$h4Oiy?C8ttN8t(8Ccx-z_4$E^4)HN%!a=bMbS%iYSXJ^GHCu$YY!~`E{%&c z<`aWD+xVZKb4?IEI)A)vU#*+dWozo8oH>>U3?QEck5)a>f5-N(JL(s{eN#SMxBtq! z$hVTNJ>2l>YwEHbY*|xO{KP^*&3GkHw!mh{ZavmI z+T{|i4hjO1d`#j}?XNaGvX6)$Fd|c+QDoXjXIe*x5wJ>@9K6 zEy{rm?=pD_1rAg$Sf@?0kyao7B&Ri?i-gbUfW0ZfCNjU@Xf9MM#d)u1_F>=R8l@^u z#4__uKwcVZwhotUnoK!MzO7z`=Igr&t$BDnzIIsl{<)*@BYe!@k#7@aE(%;{|9c!e z=HU%gY-z|0W{mU91u|tef$)=_>OH5ohwRFf&Eham<3s%qMCqpgb zr{#ud)`ekw_3#%iF;hWqAA|A$Xw$*bAjGU9WlVhxmKjxcAZfwI$GtrI`P-}`Cx%5U0|JeD+OT;j&F>w z-~cL1Lhkb=S6hRHiUcLSd@l!`-o=u>I?17#BE$&OV*@OZMO<_eHfM-3*4{2lUYyzg z(h;b)s~B=H2Ok#1MufEf(sS9HQ~o1S1u+Gt@pg)3oh1_@KK5U!F7y6#p4rBIUWH+y zp1-zt(|d``EV1nz-srCaRCfn7>!e?Pp_8S==_1{oVCXNT>vhVV&FZQYo7C0Qun_H# zl(F%S7UtE_9X?uJawuU?4+tn1(k8n8D5rkUF><%vd9CVX*m{nHlB&CAkOwAD&fw)T zRCsl8e)os{99#*`So~KmU!s~bdiAcUgj${a#`?dD&xn+=l)WkJ5;|h!{<8&Rix+x2 zPLq;if|LK_A&Vr>jGxX(I8+f5jnXR`yi8oOC2${XB!{exVji2Lg=w7{!^gj+$j@a2ekIQ6 zjJ^6GjiEA3w(9VTqu8HM#r*9|#p1?O>Wme(g9>6H9Gw{XISDN$5)2FEOQ69jcNgcKHLeND+HT>eAVouFr(=M--OHXu#qi} zESwyfJQ_7$Y7Dti5N=B($}bglyYVA!RaJ3vi;{mX&l`5NU)IlR=H?o+bF16M`)imdyhz23Xh`h@f<0ykBPEXEF4T1kY;dN!%8HkPb2S;dVWel z(_O>LL#C$nS`+XT_5s7v$?1Ji$hhh@zFkf|D{^hUH=3HSa1}#@$n!~!>R=7XQS-TX zOD`#~x-N+*@~SR1oT$Z+|8oaVUr8LA$C- z|0YTzgPy81zD=|%wXO=XCvc@p%Mzj3X3UVXMwq+Zi(j_^T|x?>V=y(5^F?+`gr&D)NvdY;XzRj=~PxEP`>o^s!Yd3?#WSe^m2H>5b3^`)dtD z8)^bocwGhp_&yt6h%EZx-s><8EIkGqzUp=?Dh>GL^H;_$UfHquZB_x}LK)YOzc`zc zata4Lazxq~@KFTcyEcu+DtnDRj19(*=hZK{(if+(>iI#~s#T2RXy>=ECI?0B+KzJR zFZ?r?PCqPip#VJJ>p+C^et~HeCGkFuU*{qO2b{Scm-IxKHxZ{9b#16Lwf*@%7Xj2M zGT?4gmXQ1caV{^|2hkSQ*R^iYu{D)#8LKy5^KjVd9L|j1u2=_TP`@O~W)inGuap^h8UV zl%(AGKve^+i&+UbQ+>OL;Ofxae#62sW;w)L(TQ@W3Rc4t?S3ifEuoY(}Y9jS*vEC-KF9bE$ zc&YL1A>Q+FO7sMjyexC?U=LK}&%eWaz5}kB5^1*rn^PCPtd04-uZqrUwuq>xgU&Fj z$)H=JD^9YE=V*{kL}btoX>v57AiF=i1)D38Il&wEl{8kQEFCCJ5Q2o=m&A-!1K`5@2z z7?O9CdHw>zat=kl;u&w5w5{3=Zbr2$*cz`EPv-mb)=exZohomB*Q;z{0Q*e8@ma(f zd+O&P#B{}(J;+@6q)v%Hi!udm>r|+F3}efLME~4GY{S+r=d8RV@cT2XgRB*9(OIQQ z57o5yMEGqH=}C)9B~4bfmWzh6B;tw92>nTs;er5)aftWV!VT*!1wCGH@6IHT;T7%> zo~FYoaHqzsmkX+Uf+{bM!GD#cIJw3ayxTQIyGHc>Q4P3kJ2w8or;B^o1oV5n`#a4bWve$tBa$CltXaT`#135A?8@jYoDV1Z(U|& z1}&!MPb~oLi8D?Uexiu$*P)LhIRENEO*(FSbSukTYyW#DUU+BT@p)>&(X94MC5enr z4{jP=_1lion%9Y^>mEzrzn7l%Svgq-;4AHYK5>2alFW5%GOnzzY*DdOtI}wH3s7EB zYgxLu-&1{e?nn^sRsrT`U<%Mj^H*thG{RC1C%p7tBR@F+q9LOeT|G@1)zp0Z=RPr| zht*}k+4^RpDt8y1(S@Pu271--<)LpNV(-LcZpZu}-Zfan5*h2LC~mcAPsVOHvB4^4 zq>Ck|B`I{$jlRnX{jYp^6{Q$9#b;*n5aIGCwez?r2Nq~KN`0Dz*PC#q>3lg?cCzr0 zBj9CQg(L?L_ijY#;{g%Rr6&BGk@OwW>CF=voX-Q7&>f9SL*%swgCe++tg+wv5c#nr z#s2TV<+J!~(@^E2ZbU9S?rmMyrx;z8=t=}16yxm1kkaVQHU;h(TD>JcYzE3Nu z{l}$MC7d%OjMq?Sp3kS+V@)OF=CFT=QB39N0x!$HI^cmPWo|RK+_HO%<-%30P+|n^ z%J=c@b}_n6jSdsN=>4dRVC1(sPYCKJIzX zT8w)m-NAyX2R!bz@R&zS^LsPkFY<>^Zngh!Um#b2^9U zsQSeobR2b6{o<9P_OWhZ5X#tA;NIbKQ9xD`P5C5(v`r2Gx&OMqa0}AZv+nhs5OAXB z5R{}wt)i|p1cz;$fOk%VCK7D{9$2Zh3onf1Zl5zWd|UaL-*8pkKQ%(XK4d(`u07ar z{_a=oPEv`io?~d&fC^4cl!z$f7n}HrB zO1dGiga>i``!!Xr&rmpLC|}Y_Zxvl+Pye=4Kwc6(EG^>FF`U|C9;CHf9k7k5OBeGv&lzE*@G;S*P99 zV~V9hB>V+Udi4@R-)qEVjM(m;xyi$Fz~|xUp2pye?%rqEnc?BdcUi7OaW!bynDup5 zD(4ko6qp#kRO4b}XZ-U^K87iBd9y^@v0EtmYeLM7KZ9-N5%6KP~I6~a?WL8E2 zRYf%V*YNYd03q)?dne$rKdo+&=^0hSe=A%)NftcH=c&vHNl*c3+XxzShRuzK@;%wF z%UwQp;v5v6uBplSMga3#R?wEGkp^Y9#H>;u3MZ`N4{4ptJte58`IN+Mjlxy!fZQ;u1Vl^L<0->?OFHE^yf*u=sC|fYu>2 zM}@NCNE()!d)OUzKpAdo!@^m1y?+f{{f%N(3WHC0bL1YIm3l$p<*Wy0@qzuuwC8P0 zs@J@UCOH>N=WdzwDBO}!cbdH)A`*5eH?+6wE+8q?6@2Oj-;gK_oMuj@O20}xeFdel z(|z4JUBkB1vTX`J(=-1AecgIw1Gza*XQ;hZHxRz!rIgP~>YTp438Pod>`Y*r_qp=n z3vY-%HD97df3-_MdjIjUjY_#)G;weOUCYuJRIcwAS8$u06*$BHt?f`FH!zaviTTRJ z9?YNrUaa@iNxjA0)I~z___TutpTDyHrJHg|W*}O7*1-vQe(m+p+cQQA&0p(Y_Cljj z^Z?vIz}M3niWZ_{7i}Xk@n!T&7|~LHgunT7GZlY_qGzN9>dUP|o$$D(RcG|sQ|2IU zNQoeMZ+a6Yv95M$|5r`AV*{FY^vVqLO&}Z4tdE^V+(L#>REXeVI{{eAjjo83D>16g zrH__nb6g#O!NWUN*L%!Q!hfMos?TI%XMxVTccIJ1Okzq4nio+|sU5+*>Ei)sjTHq1 z$o(Y*C8RkT`FWvU3cE6R-eKi1yUg zOYy8)8)^%e;)s)usx8|+t*A-T{~BiFHrB8T6nN`ec3%9&VZzzaQ&zW3ipUXJ{Vy~i z794vH{`o?b%_yx*B_NGi*YLl#5lp)#piiJ6eSzOC1Wc#G&byk_*kH4aHU>#ARQ8Ke zPxl6{z{ahx7YW#?gjFBd{u$vH7P2tdaSJDV@1I*r`J_y$R#>T(<6!4QFv@?)Qyaq8C~ld?k%e=g?lu5ufWJSVeZ4mOX?r|- z<7CT1(-0zBT-zu^8_gQmK1g@>pVvS~gx;!(;_eQn=HKC)Tbw}+=XTx<#YmeWS zF=_F5!GWfYijLo54L_$@5=GNGC>X#Lo`shJ}eJZtHTGdz%88cd-J19z)2W`%Q)dD&~!<+M>4Ry-I2z zxG3@^%WYjoR*aVY%QHr)DbnA$5?jIvV?QB=U{&u0PFqW^riwpDVjg8oMFS3<Kn!!;E92@U(1y0*SxKe+_3ym!-v~kvE>uB!hCz9xwn(w zB|M7-nkyCFj_%N0PkqtWucvEwLX(_VlLv#w8} zgG%g1Q_leEP3@UMEvyyBFmeEFFLnUi=-_;yJ}zA59Jk-pLbdl`ZY96z*>R zk{o(?*eO#X1p&YKYp5dlfbj)7AdjG7_crhhRQUNd#_22(~d6CI^k*I2Cpb{B(?5s+>>+8Olx>sl3E^Oux zZgy+@gH$!A0|b%ScaQhfMCJa){LmnZkCdB?n)K<(YfPJqxfd3ZGm`aml?Wfb&YqVP zZz3LpF&{?$q!kH+mhR4IO;9`V~ws<8Hq9y>xd5uYRTjRqAjzb?(LI{|>+q zf~c0W(pSCQq=6kMagduJnNtyxx8F9j#IWSMTzi@c`+Lpt~QRw!2mZj{7UhV)M$t(Ov)Sj9#-lW zI;gs+vqbbuq4L}6<5UFeGtms0{e91H_f(QQGnDTlqTb2`5Smy1K z+cSS$8_VkS)IKH{PqA+@1cNWRy9uC^)pB)#jNW^1n=28nhDEH)UO% z49V-_g8ZzER?o-f?pBOy!ZE3hPsB#s0`2Nxq88J>%v5sdV&S4Jfs?z<+cLK!_z3zm zw{@xRP7BLee#d*piOn;1F8?l+8Zn~a1gI}!_t0FaWl9nC?mhUFryrVM+@I<9g_i=3`B%n?1 zQKAZOsU~Oee>?5XIQ84&cgDAVgt^mXU7EKTIaN^!1zPpdMQ?=%N0|DqMq}uS?L)UU zJUx{6M?SNG3kJ#F@5lADk~MnDXY~N>Be*~5mx7mtW=l=1Op_{p_~B>4;9Gd<%sM;E zaqL@FTTPV!@q2L`;Nn%1ZPwP>rjb~$8`zgy8ccD($>`12XTBzSB~>e_VS6)<+et2u zIKBz9Tu3j$f8h!S%NwkG5=K@_$F2{C4Au42FiHp{EmM(a1Q;)h8jSQqA#t;7=fuX^ zN)J`?nkNYC1lsW91UHv8Ljn04S-3wJ+21jFC5IT=La@LH_KST5`m zj5BU{?>ses&7b+SSAPFnpkEc!Y`~40jA&_`aY%fBGzym=aXTjY*r*+QADZBTqs7q_ zPMGR`3ay~M`y)**^U84=|9Izn=wy_ClRZJ1Y3)ifP=%?G8eJ>p=y`u+38+b~RCvhQ znJcS*qSt+>XsHbNc6Nano4(xQv+y!95z+kYud>p4`HtU5wS7wT z0SRDQiVg37&Y@|(?nAYo*1uV}x8AN#e(Gg~sh0W%{kr$tB35J|iMaKbENN1CCt6fw zjG(!vzV<%Tz;rjg|E^kUvSfi`z9JAT6H$)2kuH=UErRMheX!7wYncs+U&Rv$ZfdGC z3pI%AS_Ua;rlwtri`0t)m7wyr)BoGpfc0Ni2kEfeRWTNqKg>R{fgWD@PqJA}m4kmU zq47Qu;#gokUQ^BjVsfCO{s~BP6r?=afPKuPHaP9astu4pR~v@Tj>d@U$;b8p4-d($ zK=^AF+W48VNd5j_6n{JjjaJ|qm1oD5p8K(w3F+l>xk(PO8?ZaF@=U9`a#7kBF#Nao z68?n)*c3LE6qyyxnVl^tdm%qn>J&^(>a5Vs`x)zudrQaO#h-YqD?(PQE%xQXeqpN@nHETD0;|ZvfB^yA1!xF z&AjDy&QQE&Jc8QFCvyhi9Yldsw1-=jr|b_k9MflZ~(PShTO-+ zgQfnC%OKJ`)>5;+M5K3L-9ipAzU^Fl46stGRq{SAZTJQbb&N-(2lJ@9K| zT~u3RjQ|Lfb#(3eJaH&sf z9CsCamJsUsDOlRH-=)sE0s^+av)A%T2Tys4@^qn@@|IQ$@Y*+DnkGZ=`0eGls1BC} zhF%-Lx+)Md&6!l7l(~1BR*9ZBY<}nn6?LGMP#+?xiK7{wPBEs2(4Eu2INe)llK0wQ z4j(2$ohA?Y9ehaF&ff|u$3ImG&p%eS6$>hMoz{mG=C)kRIF=A*aPs2ml~LX?QZ$#4 zSuEE^8c2`1U8@M`!H%yu%849xXIuYV$Xj$}Rjb_v=dQTGlR*}#tKCJ_cU-DDXqfVU zQ{B4n?*jwVCJL0CDHHs5^o!4vW|a=$`g+lj1`ESX$fO|PF@MVFdD2s(?J!$ra_jR| z@2$meaikF&A^R|Xu`B7{+q5$a39x$AEgzO1X*^{R^?kdT_5u2;w@`A1(zD~xHY{}A zkmVst(QPyH7SecNii4nz-tunHXnui@Dlb2+6lo=iEipQtdqeS_b_Oh6 zO?i9K1+(x~zzCvM@Vk!<s6-$Sj zkwFcTi#@#Z$OxH%ef9O@#Yb)0wBXzd?e*tE0b*c7{`RsPqy3wY_P{AB91$r|G=4ri z7~`%XTwZ_4}c4CzkB&etc=-hlqOAc!d)0@Zx-N-4E(-3n+c%&x9Fj1>ui_m4;fT zp0@SrPM@o90MM5oBM52-uAXUJRAk(0bc(9F+IZXj(C~|L0zf0l7Aan4d#F(81FzVj zM6nol)W<#l)<$K^H4{=M2F&5rv3tLvHlQeDz5kN^mCC?!Hak{Q|KAv=$;IFQP|bF6 z)J8eNI0^c%?LS(i*HeD24oSUb70)<@!ciu6tAF1eb(*_Hm$Qf|T(h(>(NO#C#;ecq zcyo0ODOuxlv{I!gD@2^xHt5DZbD~oJf!hp5obql>pzE{J`ZiCifLqr|h^wt`<-O{> zFkn>pwRw!y{rOkG6OfG6vG0rQtGFM}Wdi-$7A|||jjX;C28l+_A@g)S8~BWq7v(j5 zMy0+H?%?>W;y(_t$2CM6u88ei?kvyw`{i5LP>b)Mg60+_CWn@O`|Q8P`svQP1{L{x zb`SH=!x3JM&*Derpo#EPb=tofQjfZ)S9{+fYLQ71ZAG9_ z94O6KGB@@1`k4(|Jvo4H)qc+W-7DBPYw~lYPJQxcJGUO(jl^{ivD5Uhz zoY#ge-GJAh^NB;wJ9OPNDhqK#r3Qm^3~Q>j%tp3~Cwdy(b_p2d`*>)?n0Xf|OLZ6C z>45uBs%4q$?m6Qy)HSyAFhvt`U`dI53_Lz8!VZTko>h0Z_s&fojknqM0Z@2_X&EFX zD-&q1>Gme>(LA_DO{`#7T+&*>_-It|oc1fj*8&3K+PbdfW0zpQ=NrU$4$!i$);@G4 zKQ_F6>ax&v3@`lIP%Z01zlDs9C7f)iAr$~?&UtC+t+VLry&emcfwuy`6MZ?LDc>68!0Ntl5lbzER<}sf`z!z-0;=`Z zhdCg=F-Go1gb0fta_ReLn=?7kHqhnlzY2{4%VMlDgc?RFM4DlQ8C3$aCeXy@`-Mkf zXidGljkIo`Fzu2z%z+nVmb(fI(WHvP{{|c+S0T*-ck^ME%O%SJUU4D*OZENa>v&zt zm%%p{jDPMd^ad4vcpddf0{JiYGGKG*~in^##W(etR<^Dgi~iM+N9oc_8>w z$FJ0$__pnY5we%(@og)p-f;NNW84AQZWajc=u+R*^s#$0JQAM3>HVC$QDNYKpXhpx zzfKW0NPgAwBt#mmsu2Ct?}4eOO$M3^RXaj<-v3ZS)H!7Zx6;2w3lgOm zS^Eo$Z(gx7ynlb9h&yw8sfvUx(06S@IBi_^7G~F;+{-d-}Zo#RELV=}_YVp)kY$n@Ru#*|;3% z)}__ee*-OJ`gz}TsO*d8t|MX;xj5c11bhXHw9Yz0=JDNH4^C^|xsM3( z8K{|UUSBFigDwMkMdffeuXb4YEP7gZ4$~o(!fU3_CNP~^`JHzph=SFvva2y*&>{WN z3RRY2p&Y3EI+uW(k-LfK18(!3Qoj8dvnVAS-QiM$3r+T{8@UDpssP_Bu>VV7;phwH zr@++#7G5UOisVVTL70$mt%mxc_qYiP*A++*8A1}-d(@BTmiW->zEG(Za(F5b z8lF0>R(T3$Hq1|N=2F^q?qBd}-<+jVsa1=Fz;euW;O~}m1v2zPQE=TZ8TJlVkIt~n zzZDGhFC)i?D(oi=fq)w`uPh%j|9Ne&B05_%aRR7;qZ>c9|yvv z9Q|;DP2d&f9QRbGyT<*=b^AOGRz|ndICtyaYb-`xVuy5{Uoo2M1hr`=?ay9*cb7KP z)^ln~A-MBHs!P$Kx~bk_UGiCR5(ZkVy4dqv?`VRA!!>selM#J)18C7aY}l!9w$Ja7 ztUEI@`)wZusX$#pdD@FWw#SCkzcl8(bGjS3o{dsG?%t@*W-KZ}mh1@6YsRq{N~tiT zG44r!#nb5-%(udny$0y|6N$KrE;}m5Xl`n%ov4aIC-3&T?tEs^7oVP=iT8u3 zBb>J07OZ})iAqy3(uk@s7rzdw5cCdok^xpXHIfqlsRp6)`yZO)`1IiHxnqD!UAfAx zC4qT>gC>n*4X*$UR_0jTbF{DxSHJjV;yn#?{s=M>5fWj}p5CsG(a5oQ*rDXQbyc_J* zn}=SM^7mx6^#gZdz!L^aG35iJ7qP8&H!HXMMow-nt`l<9n91KzC{;IyT~!h<-emxU z(uu{o))J}pzSZMvefDAc_2Lpr-ZvqxY9#^w!a_H_1)4ICYCY1wPA*ABYcqWrzrjkP z{!8O)$ul1;t_IJ!(V$z~(v@h|i3baF%X#d>ina+yzsQT$rNd^rRaV1ga$Q|oz$NzS zW#Oe?B*?eZ!8yYt`#woh*jf7ab6AV|^=f4wDkNe#TeS$eK!C7 z>$3INcquQ9_aLm^3;J3Z6owBVaR1PH+9q)z7kC?*oO|hn`n3A`OEA~dN6%^OT9)9m z&C7a(G)a82@&&xX@Kvq zm3*hfEVr-(F!EH=&2lO%mlUMt^uHKtbc1#cAAK$&E}$CmG^eawjDUFXBwO~O(O z!S1``x1WdM2i{`281zUwM2W3!oq6r&QG|w_us(^+lIAyJR*b>Lr(W2@Hj2HZnZaDy zPr-wl235b0+%qHcl;e80jg}2-+b%`Fe*^4#+ug!TTLe*=4LrtZt<f^jomhhAG3d|MXb^QPJoG+vw$F0Da!{vvRPLVioT_!NVz0BeDqT-br%u&B9 z?(ieN#Ba4ym=x@tvQUETu9~vn=weVqS~!G_0&1#@EO6hTOWk4HaMj%1EL>xv#^ps; zGb-IulYEgqH1MuVY*@)sGlo$aH_`hC_-=1yeV2E3=~A)%)oKEP$4%{fqpK5q+()v8 zuCIjaG_H2ycE*?xY62vnarvMWjc>zBdT_gEf7@Wkmh$`hP{NOn#1Z>-df)cH;qpq} zT}c4<(x!b!e276~TGjxZ`cQPCP%K{_?P)X2amR!ef9wRudaZ|X>Ne~}@w4<3PSUB7 z1h&--!FdMLFW&`G6|`BS6(Aqz$~A5KtX=RrHKZ|UZ!<$@$daLlPstgHcJ&2I;0y?c>acHh(29Zc;F$Hpj@eKD^ z+&`U>`4v!&>@=8B#qw{N!G^ie_<2ShU?-pRsSX;bJp2k-^{;Xs?lZTgZ;c!MgS^aQ z6A;ZiwrqUA2E1r(kGVOu&H>c*@OWD>E+%K}IitUG40qzJ*?*~K@>%v0K zYq+X^=#&O#fyH;zvoZ3X85o*v4s+c4q}8_Ppa}55Z%aYm@xmM{z?k&n=HN~tft&gH z`H!U(O9V7tY6X@9zW}zax?WIe;WSr3L-9KfU~iX6MC;JH#C88$Z>&teU)VDjPOvjf z*B(6Jn-My9v05r0_~c<2zSf+_B_(0*mGEqRCMQw+={#!h%qoYu4jFw`9>M|^3yf!p zdrTpZR^ZM!qVXTDOizJFE;~4>Wi)teQ8#@g@J9va+g&@`!sm$!dQQkxD*1PYQ*2^U z8OJY~QrPiHV-6p8L7HkYde`6^{aXjazOgyP!>7G;vcW>EQ1XatWcEid6B$aHcF~fz z9*YJ?35s8Ty~wj^MQ?gC4DcqL7+Th zwUl`D=uLJ*a0zjAlTeg5`EkGN?_FLU9vUE}nxVT$lVTtv@qa#s+%zD? zY;CH2dXgCt7>~|&ao2a1-T9ZEEsMnK`Sdn&d}`)v`R+bd@A?8#VA0OP)RuECg`oyP z`9%UZ*KVEei{rF{hmi2r$Aac7lw#g}$XjfB?&o%?4U6*C6~u3ppsv(e}+j&BpGM5&vbfcJ{8 zDQ`}v?j1r}&Of{Npd+;H`7US|;Mat99OR9v{+LH&f*c-|+@StXRXGmOL~!1L^yxB1 zhSRc`egO;c!6=&1aqy8u3v(YMS0&M)AFVF8Cs$X4V49r0J~|ykj?H|h266cC5PNMp zZFT{t?2z z8e$9TXsT8;WKO(QQBfJSXWJ;=^qEnp)B#js&sw}jK(B(pW;1+<<0z|`c7AOdw?_&2 zqgdF49pLGO$)?!KgsMr^CLxb-F7*}nr^N%_GNOx;RlYY&j$@p4bnsr&D~_ytw^E)< zpoD`VULO^)l(?$xkGhTZ`B3?aeRBk~K(6LbM{gQzdkmu>(Psg~W}AKh42@th8~+IL zXYBLRiHU-3c?kn$xlufj5|CghNOo{7z%$>mu8{T@m!{I`@-Qw4ljFVH&UG%Hc({~2 zTby{%%Fr2^BsG2FtNp&6m!=;-iwDcEi=syvF^>x_5yE4(YK5DnhLfpJ5o)xZ_y?q4lfuOnkBTosOBnR)>_5C3i;hEUy9`U&TkK+IYd|pspR>0bhw( zfM4{J80L&BwP8u*jHHOU$|9no7WD#5tpyM(r|Zh5bvuT6V?wWC#YWR#Zx!7roI9UG zAxxarbpoM#4&~09kKyr-7IGc{24bl_q&!(YByB)boARlR?+IS~zBa0pVI-|s z-ET)#+_e+iknP4ikGeNTeDW&KIxz7EMqz;>Ha~ecTw8AB^Eh9(M z2W|lg6mp@9?qj9Y;4b~y+@&pW7R)_m}*(gdYuW}*WC zbiaq?ye1IiIg*yYNat!)0qc+ey!yH1f4Nb38q{|6AH*?5qi18%6C}%v>)7+1T5jqY z%Hr?yAX=)}p)hFKstfdOBB&nwYjD(a_pD#FQypsL<_#}?cm%N=RnAhBh?80hR!?wg z@{-{)Rby8#?j~Xmf(pAg>o!CPP1Rm8%HqQ*7}aBl!o=P8qVD+WC}N^=z|O0HOE$3n zL|pgcihx+yEKk#aX!4^Uto)tC&iLiWtaj_^(5Xv{4Cy zNgr>0(V?~mv|9>p8|0@;HkX@!%nC|GmyK=T)&a-eK(A4ConCgU%@rSCv-OPSg*$dxbfDssHB_jQ2NIEUlXhn!H3Inz&P>h z-)Q${1DisTML_BuBNYw|_zqOOh-ES-HDn3v{#uWd-)+_FBh?h2Fxf-dvEHxkd)j@l zr-BsV$at6!K`}USK!K>Q6S575&N}VDQwY`c`g>Px5Qqz2{}frzyO_g2kJQk)^oCbI zWTs#uMR^YRa}I6p;FZlAc*ywPH?Vt`^faYdNp*NFOeW*jgF2h=v|Nkv=xK$!QkyW_ za0e{FcE0jv|Du&*v{%b*MHz2n1p17dM zz)C@RH5;!d^%ycJl@tUDJv&9l2%Wa1_H?3MFsp2$?#| zBf9S)HzCX|$WX^Av^TJe*a}>J{E_XIyn_DP(54sQsFT_}n1ZoPz1fw;@Gb#mh|A(8Ec1f3*)re+iM)_@br9KFhhb*O6!preP&R#5u0rd6@9&w<6U#VQ zD`>VFM=#-q+etfyYW90zZE8a6{oR*(Pxp3LM@q`*922D%(78()deuA86N+E_TfF zWkZ$QNtzGG!inUn_Bn1yMOJ- zS$>^J`;XpzFGeKNZ-k`edPPhPpT6w<_hELRNf@Ml*U?T3Wm&}5I*|p`p`GIlTO})l zoyf)+b|wa9K)WOsPIg`X3{ zab0(^L77sIbiY~WG)F6xu6;*2?NX4DVG*JdeRZmr;)}kuI_b!pr7PJh9&~?HKHbJ~ z@jYrnl`jxdK~*qLo-!t?l^e)|ToDIqLQIqY*sS2$>f1Y20=?H5Qwd94(~tQxN|6t! zY*EVdu5WEDpP_a9Z?4;{qUAl_K29T5SJcUwuHC^V<&_=0AC?mI>;vx2p}3Le3WLAy zk-mp>PkZmB^!@0`^R_chZh(Xa+^bVYwhc$bs)L5SZ}aG|KZgeGp+{#9vAll&%HPTy zIWQMxpm)HT7gowuL9$=Da0NMlC7Q_V`*pXt$9GA>dq>^Yfa@xGF^P1D0C&LJ`5m=1 zsFEvI*k!d4K=y~OCFk}XeoPfu<6cI&A{Na8Z}WlsMV?^VRwZWj=T?LI{L_-)>J$Yvu7qwxZE{v=99I$60@f zzU3t4D`g*9p?(!F_NLuGhK@i~PH%NAw*Y%Vft)FS(CDhm2BGIY1NuM)Kl{}Iw=M@f zz8~9-4FU=Zv{qkz2@_s-Mt5dDrv6Sv|DhejU0R1>N3uT4uhW{bQfHC*eAxD z6f)5@hZL0?5Us&(J3n0j!?mj4IZ?dD!ZfCa`7(Fs zZo_To6gfkgkMUPhE@TJ1U466hwg~=q8Zu(XJK@ASalkj47V!;sa>pW_^^A)Z^wi4A zbS=IB`-7n0925fRLEatoS~oOrKhP@(UUZb$NO0~Sq&xwq@JQ{XQ#twhLn9xq8<>|k z6ZH}{M85kmMlYO=omg}Ff~Yzrg@tCtFh5QMgsC^Yp_!QSXp9KBU>W6DCq<07AGlV{ zQ{AiUhT2(>r-H{$Hl{qn)xRb`VeH$yrj+|gfI;pKbT2G1|jx?gOJxOVtJfA7f8lKUBB$+X^{J9qGZZveytkuN#lL`U%7!5VL)Km zOTbE60j=)oAAU58LFx|E7tnq$ud_a)mMxc`q%m@4Ff`W&GCTT|-XenA2-MOg!cG#>p_M>1Nt2>eE`O|Lw_e z_FHgG86fbV!Dw zme^bL61wpBQX&`4A}CpMTZw#kXMI1nnsnXXnSU8iE(&kc91VQ^3wRuhQ8D*`{PN6r z(ORlTi?-H$LGPm-CS#IY-+M~#vBu_Am6oUGl53u0W$H@UlirJDn3io-_B~NEwx?%X zCcvJ4LigI|Y3csl4zEB=Uqt_r^j!t&1tjBv#oMBt7bC?ek^n%{*wEjVh0; zvk>jG^pgMG^BRKd0`Y{MQ{C+oA~X)ZLi?wHcAP-e?c3Yob^>Xv%#ks=?r3xeCDXyd zcAr{|m)-fD!@m|iq>>eV-uizQ>txWjfeB>hiY8}bK$=ImCyW@acCq^k?o<)aP0>*Q zd9jn~U5w(>BLCZ-6~$XV9=r=XbiRMJTW4fV=e`!9;N`nO&!GWUf7F9h)PbfNg1VzP z4GG)DBqSstfp(=)XMdog7Y6Kw{m1lsXM$iO-U4~uxJ6h*!H85cW>D;=O$S>*CkANj zfZh$ucH2<7L}q+esm5kWpJWan!DAc7wT7V`sk5?;0Utt+F%3g?J*fnzRC~T{BSQ|W z3?<|MDBHdPJ=TcQeQ0KS6m3HdzA-GHJQz|V*0lL+brnC+j0%NyN{W_f6P%0C{V(Dl&+bVS59RenN&wXd{ww8MN-(JALHLnB%xxYRKb{}2RHwC# zRMJ%L)Stx&0vgdbQcG`a3&+c-yQd;x5*PIo_p8RA8*0=g5?1`riVN%YUs6nQ#9E)1w9Zl_X#5&I-tAd1bM1 z>u2^g=Bp3T+f-qRd60RXUBrdWeFdh(uBsN$uSvEVL1TxQYqZRcNJE7IE}!4x^m8X7 zV*f7+@jtqGE>i1Ild?NuAQ4^tM0Un*)aAXxJvn9cvpYX@HUz4%6u%>BW7m=d+%ig2 z6HZa(2P);&Kct=cIPslj66XGn*8tH@QzqZp*ZM(C69Nj{zCh32*v5t0X_d=1_WXP8 zYVf=5v7;ooJr0vzLxB0o zdWiys%*Wye$}E+4P(zLFQ~d!A25%U8UxSxv!FkiirgcmKmk?p;vQ?I`CiCFA+>}a- z2Gv7r7fkq6KsN^V1%7{4O8rB&_-goBuOtVRn#9cYQ80q#cHW|FPN4Lm3%bY?%!5Pa zkbNLTf?FF0480*Wt1pp+{tI3^Q{giq6Y;8)7Ah$u(?cqIwtHMU>0hTufA(teUS?Bj zcBW3qNDdcqFOI4(HY@8KD*C$z)FkA#r!=(s&Nl&`di6zwy*DemoYgD(YFY0v5557b zSvr9Db0=|xsICS5*-SWe*D>G1e{2ItXBUSQ^MN)Q517aAV$yy4qjO8$0%&{)evM*Q zkjM6t(9=8JB!gX#*nL61xl!frOykSU_xT_N^u71=RQoT+rR&OHU5;$+V)>W|ICBs9 z+F!7WD%BZ`+t}{Lvo77QL|?3JKeUT}d}B~uBiyP8Tm(B|ZRBcyH7UIzRXM5;jI<+Oc+*_dkB67@1Z|VO0RuWKr_q>D6)@QciRhsr%RDL24Jc1(c&EZ zS$t?!{KVED2$@sZ1^)`6=Ysd&wFB2O^4m8c zQ_QDGf5#LjN3z?1$fPK|wT=>} zdv5>*>}j~YoG&}lRKT9~4I;=zkY5mYlhm&dMJKH`G21w~&6`FVh6N>Kl^*CGsNS9% zTb|7rm&a6BX??fKnr;rwg?HPIrZhxJPjL#wihnH#ABScZ(`w)N{uYUo;mIYqe^1uS zgIXbs=R+?_M}dnWlZ!&H80jyYgV&`1)`j?`;@bOI5%$Qdi8>yh8sb(gJFN!37Wp~! zSp;f72^&kuO@z{yk@{lv=B&y2Jx4g`~R7lnRmPXkv^z@zOLv&z>piE>w@^`gcVN;F7=?56?@2GzK-$%&ORb_=$->X z>ZGf9+CePPE!j4$mD8u65|RbGzXT9$f_u7p1!~NsqAr@H9$I)%T&N^bIr|L4ej<~* zva>8qiv$GleU-5S*gIuMHn+|+{^Ry$`5KuR|Jwk$oFYD)NM-u_Vf8ko6VEtRx|IEGfb5PqHKE7o6WS6o$rXzwhAt~ zxG6U1@LEj8J``jpB zOTD@c;#vL5!L*>hd9}TrUya_Jljyikd+%eexII}Ax-!7@hgQde@@rywx{q!aK+qM) z)5k1T+WECwH4YAXloW}Y*UjYn$yag{&BINI*FudCs{4aKWsFoI900G5tlph+6i$$I_k@6-aH7A&yvDT0VSR)^xm*(@;?r zxQI8(R3d0;syH{^H990+Co23qh2pvkO@iBrsv~mCwoSgvA zyb2heuwvRknrjjIu@73%mpGW+uGUJeiAn*&pKV_%I6>gD-;O>P2yZnMJ^zFZM$?4#bRJll?$7;JCxp$bDGT(tlP-K+H!ys|c@zBSurg`Q2%nE>6M`AeGVqGOvE z9+7dO744m^;a&&o9UY>pQJZ+pj?xVHQz*9(*Hg*4aRo+Cf1-|+8@EMn^{2aFNq4E0 zwcl~~wDD7>{=$qV5GbK@in7@Gv@xld)!RjdqJ`nJvQ$^2VZ1-H+t^~-Vj4JA&crI3 zkol}~fEFdrYST(|#@HZ3Dn`37F8l5)wC1{`ZvD;F(}tQDduUS#81N@T0WP6`k0v}6C=>z|F|%=PaIgL7uwN&1dx z!tHXYcLhf!ouyW-4C9O+Xd4$fHG{j@?d!zSiRR9iiV9|SnMRPAoJqLFygQ>-g)~9{2m3K_6$Z%%AG~Iqw8O#<<20YrV%;5i0tt50 zpTiJUo1u)&=dnqKsX&T>2Lm5fXAVuGZm+h~=Z@0Gbm>Gk z8~ImS!?IoyPAK-!8g%=sX|-NaiO+2bK48cVYCW{97chJh*qQ>NetNe*THISq&iCpHRNXG#9gC>v9S=7W=;!h5tZr z7o1i?>&(#^6yzU=DK7R@jYByBhq?jS0z=!rL}TN6BO4{R>OXFhOibBu)Fo|)A8UO0 z;V6hYGJA0&mZ3BJr^SMi&*qtvRM~Px^P{#)pQ;;==B+^mGE6s7Zy_RA8M?T6_3K3j zVY{tdeG{J9aD2h~UGjIwZV7T`n`Ms86WjT9%1{n|yz2u8*@1bPCN?)CL)uQ+be?q z(d=`Dlpo%+uog<$0;%7l{uPw?gmq+M3t#Ilf#0Wcxb4-p z$$NcjKe4#C%<}xY=RJ9}%a2}uDRe>JS894q)oQpKPL^x#H*r7vY{bg)0F*3 zM>p&vbab6$vOY6TaBTx{UtWKPx*a5-3We@g!7v0%FASFOz9$&W%}G~YYOrle)>!D8ESx63~KhpMzeb(H`>5^^1aZ^JesAp=7QB( zk!reqM|Rg^aXM9pzLlycK}_GRqwuYl#o)ICB~ql$H@}XOD57Vu(VV36JPX_qIW4+d z(+~Uqa3cQS-$&qnfM{uGT0sBF)mbz5U%*QDgT75vQoMW)hbh*D&#L!nPXGDtTED$+ z2W;`_s1|sG4t8l9sIOD>thsS}-U#SXBfUhgH#w)@@2_9+KDQy(kK-ZJNiM-qja_H` zN~iP;3vZi=kYt=B!_EURk_T681cSK+P;9zx!7p9~twKoaf{nec*zxRstHsu4vG%Ou zYXn%y3v7fb!8nkpP(15ZSu;JluH?kbaLPSdLj|KLy+)d3RQAT5^z?>T(73s*`RY;E zYvHIz+>T<}tREcXw8{MZQ=0>`S&PB>!o9N7`(5%h!o7Jv604q1_)mAkV$D{wzdRYW zgh;&MbJxI-9eb$E@bQ2{rTLOf71Qo63sx%byNTf=r1Ck}O_qhjUwQy?-Kfyz`K7cx z&lGwzDJVTthb5}r#hOP4&-G8)zc@JwPl8NJ`dmkWfGKM@@0apgWl7JJR zh}-Va*B;HEq{x(Z9Zk&h2@6E3W4RH#urLraQ+!M561Z)YdX3HanM8TuO~%(k3^kY% zYxn6-Dxz5@vBW@Ta&r}9=1D&OLHf|Zhpns>a=%z@s9A*!AlxL3j| z!}#H!X@3_AtZYP*ww^OPnEMy)FMJ)`JVndGFR<1~r+|663JAYf#+FD%Z0>yc$E&-( zd7>sb@kHf}<4}~%sf7mJ&EGnk>(u_1^d4hR=AjqYsb;xkS8%fh5Qj%tQLj4;pi#p5 z-jn@z^V3E*RK1?z+ZetV3k`>=ltoW&=YpnB96jyaoPZek4v);-%d?KR`f(#G#zlu} zu#4o>Q1~9=c|*{*)oC#$#0kbZmPu^(iC}3|5QXKFUxz<7Q;~ZokyJ1ypq9;$WsS!X=ek0${iXqWd@?v)6AnXPT1L=NlPJs&7x|dNZ)G#`FVXEgn z#ftwI`*8k}EnY8hI50jeD$cw+aQ~;0gJWZ$x(?^5dCKROSACb&BYleUeU6Hj z?tm^C^;9l%Ayk1bcn@RRc-RcT*I;~)tZj8`diGL@)%$rjz4Y17;-thZtC0 zBg;DKcohppg>U!OKo(rpjN*0P2fQqe5?y=yq?b#C(iyh#)L-!!K>n)=*}lfVJqv2` z!NXd#%d~?fU2JB#L_?=OR*C3wn1!&o>3%&C4EvS6J-C9#Jr?L7?mIE8mO7R`v=rjB zS^A|rrszAa=$uP7D;Q&m^DYbkQStxHUNGwztULgtk0io1!Jo75zK~^&BtC2SHpbX~ zV~Lx`SnCYwh)-5|KlL8C9R@U8YN)_|`*|4=83F;j{yqktB%is!(hxlC?Y8;MsC3S8 z!XuR#^Rp5u+GGX2mTTBsGCL>qx^;|KXls$+VUCk_47XgOE(tbJ>W%#Y{evm(o6Qaa zyQj>>528yo9MJ-Z&W4-lJGei*hNk)}2l~1;C}#)Gdn?BA*JKqB0!O*gE0h8qzgC@V zMe3hZ3NrBCa!Nec&&tzCj%rGQ*Y!`lz4SG1+^Z?9FY*KjReD3QAp!X`9BfLWN&%cqaTh~`p&`aEVP^O&o2#i8B{*%+1#OXPPQSQ~4U$6AxVXk?7QA`l^ z%2(Vfe6{%H*DyXvpu<}6EMxWSQd>~F{d4b0H<_x;yfZ>*#JI2jHsr7DpNWsN=0hma zJR-R}CtnQTXsRYf`uDfmOhbBfA$g8_@@FVW6xF}LUaLgl4d->;8>L9yO8sGmDE6_w z#nADWN-cJB(d4WC^{md zQR_eipg^JZ$+-sSekm!-CR2>HvqZYf--rGOmXU%t*7etj&vrZS*WEVlVwo0b!Ooek zMgCwycTfSnci^yK%)e@t&e{7Yb+bGELwZ~3E1n4XVyeQ?pa%(>UA(Qu%WhJ-v@_mG z?hB84^iV&&nWWPv9mGhSY%c`oQe66Nlwpv4P4%)Q14(kFJ+C0Q>s6C91E;@Mv&F9J znzS7DHseF|e|5b$_jei^$a1)DmZ1bL2CnNw!Ic#J59(_{%2m*R&Nquv9~ilU$}~z6E=3SsFhq^cy_do zv^jmyDLb|kf&hWFWSM^vj!A4 zg$5N=FSbtneYc-sPe{BD(m|PT0AffXml2>G^E&PRqjGx8*SqE>5NFD62sTkOGRWhJ@|DCPnToiV> zxgwDdxl&Tl$bBC4x-%Q(-I^|AzG1`$!&B-|dP&>u)EX%ev z4Vvv@v0YB#-C96E$ZKO-7foaFCCdD1+Dt}7epTHcwIEXXv+y>k<7U$v8@k&jZBw@p zR=NEeWb`t^XJ*ID1$hDaT@vXemzapIQ3i(gMorgx1LMP0U=sbfgsx{+%``%q@bqWE zTtQgV!AqF7ufEj^1^hQHS9kWx584Tep0FlPsA@pzYu4{}4)`keIBs=S^FTmnxF9pz zQ|`^z6iGK4UiMlfWW+5K#Da6oSJcMa**&fGsFFJv;W zRUN6=MW3GV0zYAQTiVi&>@e)DXBx&Z)M~E-S7DA^lxfU?OYztdiHLgSfsi`?3kjW! z(Kh)MSeRIN!J-rHmwm9!u1IJ9!QDr7&;O%am~4>~m`U$`bht^qUc;PdT9U=-#PL>Zu4yzU#Y9oQ} ziM1Thqit-h$JmmX>F^mevrOIi7Z@mEhvpzD;*3~)JbJlfZ8b!EjJ zWadu9(c)Xw;$xkMkWDon%{0Z# zKTvN64Bp#KnhjcSuJgJMbrhF{Jwd#fxsJ~C@%xfN%YtsYlGCUv&;;Xk9}YxBxd``KyUM(Bw;GAQWQl_v!PT9k(fDdgjUX{ znVCaUDLGU^PD7Hzuvmi`><8i;;ZrA($ z?(<$xz1m|>%p`f{zLZH5qM+TT!sl1IisxK@Cxa3k2X~DG<`a_U4aEmY1ND-H0dFbd zmLfIP)rS@X4-QJZadZpi`8>PxVmAD+&WBcS#7jt+*8FZEvCDXK$S6&D&!XJ z6kDJ3KIwMDuWgH(kSRl!fxwqFLHWMaFKPYP5>2mpaMat93hoJM0u}E%Rz6G*{`v3P zw~D<1*g51FKvZl9Q_&a<@?G`tAo;vhPWH zm=@tF2-zUXA?d>e7}Bx&m|KGqnh&t1W#hGf8~%(s#v4hF6-h13HVFKQ_sAL#9v)!G zI=wFFkV;I4`sRv;oFVPZ$SYw^q@9?XNDY#FuiB+qjr3L0f}5@CXFDJatR!}{dQCXK z@rrZY`5;(J8jVGPQeR4!fV;YNFUu5tUFZX)AB&hjKNb-CKu%){vRy7rjfw$mD2!VG z!zzRpZUrx$0}Y+uO`AHlyaShB+zBggtuFcvZ?R6>-9IfoCp(ogTOTFYo+0GNeM3-A zn{Q_wh%)d;=&5wdZlKj{&7AWHCok(G#51fEpI|f+KS%eL`t8q8{QRO*63D@zrfle1 z1rxg%JdTx7^1nKr?0?Z~`F@kTqlvu)lWq-H3&kwQ?77*g0%y(Ps=T5~#QhEHvsaIs zPR;n0jD*uq?ADKYCH!=JOr0qPxCLi!eOkGTw|-&T2Fv&*)lZ#Y$Y3HfdY}7e$D)g3 zZrB8JKruT@D*d(y^?tjSnTU?@M^yj5>g)ypvUbmW7)3QMc8a#m~IzIDwS$EYuX z`wd6^D-(K%^t*oy7y7!{swrd=sFm^7NnkckH5GaQEC)VKUsefuR$5Rbo?QidAn$o= ztfAHFh62SjxKW6~M1;k&3R+3#rK&5&^+A=(U7|a2gsuCzTh1#Z=pF|O`>E$|JJ_jW zpt_j*T|l*L&O&ggA?Wqg@{ZosxwQZoCw{&oEFB8S_c(EVWyG+`Q3h^DHLKB1*Ym*uOXmxVbGlYJB7YxJm#wHV2-raW6nILZT6iNBAjLKvFk+o zum9b=P|r;A(oWgdcN10plFdGJC$ib^Xnd4q75Q+I2Q{tDCq;|(_vq!Eyb%4sTnee6 zQNu<(9<)v4L?K7is(%)J;2a5#(J7_JHma;+kb5h%%+)07>&Pp>ijQL;Q3TcEm%fER zW~Y@5fl*qa92XiCiDS&7RgciOnBp=ju$9yID6_D?9h`*|!s-M`);ej%2v) z;R=s@PvMAqB|-5Iv9m0rmo;@S)+>I#4}T-1^C)5^N!=CoKKWW@xy(uLn>!qi_t`}$ z7~#8FVM@AAsE1C-js{uR%Y397(j>qzSh=s?T1NDFJ1f2Uuizn(TGtKO_(SVwmrZPj_K!D zAmXDJYooQkHIL`*kl9jR9R)wxi>9?Q!TWo=^UoxwK2OH4nM`nZw^6PK;-!Ni0#-Vq zd&9;#y*afKJrAd5aN*ZHBoksQtx)(_lEY@ehU6yirB%oc@l7vj+d;7~NXHE^nMt|J z=kQk(0SzgjXCn8l1kk92lqXZQg2F;DKF)RWNxJ5Ir5d2cQCe64GccCm6^ykD^xu8s zBZEg@&v|=>{^_%@Cbi~_#pPhMg+!1CglX%5&|L9;HFtK)lBL`4JZT8n9 zm*&NxN47sl6Nm6;@~eW^=;??1B+0>8>gy*Kz7ZLz#6hCwi8-HqpG&rBj0-wh6UNAc zNzOMF>p2Dx28lq-6=`HHwOW^FhY@fCJgtK(gdgi=$JVQ?ftQyD!0+=PC-FskgkHtw$Bl5D z=v#gPA;S3IO3WKEycVBM1?1dc-%=y(*xBWH7q?IB$zbnT3UBUHLo0uNrhFD#Ne-9rO;EMB2K;w$<9GRJF^mQLw$->e%mVJ{%>6q8HI|vGQtrb!Ha&SLtcS($tsBjyr0bsA)v6b zkbIjna$8lBDv#YtYrvfGpygne={Djlhs3oiV+y3i!y<8Bs;B!hi16GI6)zr9k$RNr zd@6?B*-KvWq5@G=E;h@;$93HZ?bx`H#^K>XjW@D#Y(uVO<@+qT?Mrax*Fp}v`zL1d zQ3rFxLi+uKks#k{t>7tWBXo>wQCm{uA_-)@nk8a>ewvBU+SJ@E=8dB>S8#6h%+^B1 z)LUSY>Ck06i|77|gDnDMl-$q3W4VG8-J3xWnhukyviUDf#|crEcu7lOI4(p)9>!e^ zqS+Zr{=d}6{}m{LUcMq-(w?TR&l13QJcsao1p#JQFjQ0NUJ)#bhF=!?0QfgvvHT$F zr6R|uzxFcPAH;AUs@A5yA+9Ni9FiAd9kZFlh2Vk)6l84R8n}~dnrcO{DSSm#d8Y)K ze4VbX!);J>?v_db7&!M#e5w-QP*K)2^v7jSkG%?Jcsbt5Z|hk9`DK^NBNcWr)y|#;19Bg;+S~62(q@SzKPDNNs!PLP zsH8tz`?%3l@CL7C32N1=FF7}r;_)l*vqKn?u~%jKcVyS|+i?(m{AlHu1}!;3|Cy*( zT+i-R?I|Xc8I|x|{kA|t3Vo-uC+M<ieQu3WtNp@npb?{7ZV)51@<(Z22>bL{7M33 zh?Q&vC>^WPW4Fjqt8CK|!D9i|G4&ktZ$o7Qiy#}?wR+X5^^p?K4`kRYi*%1k4TGCP z<&QQv94;&Tu2-J$p4BJsqINsbp3p79UyI6qr5YY#Q5Vc#OZVw)!Gl}1-c%gb$`()j zVDFHWjv6}4;fRtgO;lx6oTaEDs_%jhVq$gKHM=c|WxSZhHc_nBCVM|EY{e>*(Bc!g zmW0SY2@$UXMt;$8uwDP&mMTI~vykxq*;4Rl_GW4SA+}^eySe=!`wWh-E)y;shj09K z+%siFpy;67KW`~vRA1|5@eGBrN1WuLbzJ6Wc{6Ek{+m0?%g;6gb}F+)jp$qENE}ux z7yXp;YIp>EXsuKPuC+VyBE6Mma**0~U{S7J=^3Mf?~dFYNso!qYx%)F6f&}oO+1+z zQzzYsQruYv)u1p=mPPvh4zHY3U!|A?X$Fb_K^BSoB!S^`LW|)#*;H@v-Zl4-|DN0J z4@@tn<8pg;KKMSCes)Q@qOK)*HcGGMW)su2bur#(Zemn8`gusJrhm&s@5AsTi2Tlf z#I%oJ=$g@M)^-Amsch_YYawpAFiw53xTwNJDSq3cGaty7lDEb=(Pyvw#qNA0NkDRp zlah>nV%ce)1IdL`$tvet{6>U}_n=%uxrqFAw;{YRjaP11fuT)TTw`5y+Uf?JQI~N# zbCf;a0r$o@<1Y8IK%Y;4r{v7H zmF4;C2L}v}vJOz=Y}P&y9&EKXSBAp`V_||APCNE62|3bRX2Wd)cnV9i`KT}M?8H~e z&xaAbY)i|Xv6IOg>kC6UsHvEEw>JuNqxEBKlYI(>;?czPep%!*?3O+jtWpEB`)fU< zwm*4t0{^W^fA7MQNv_I|}9EnnvIRPaaCs(og9;)y>wX2&?Gm{B+v9_2g?a(dp$**pq{()iY+e#m9_ar04H<=nbyq6w?gv$!$e|FBM&bBTx8 z=B=H3N})ySD+i)ynCgMA8kbLr6+%GzY9rDi<>MW;4Ev<{?7wNI!x%dFZs_llQ2)`s z7FlO})k;2rK|(0J6bn#%7MLyIARQwJ4UFp~O_($aj0#A+je&1X7o0FfeQs`wRcjccQPf@ z5lG!bIq#+6QT_%|Min)_#>eRKU9m6kX11-|7X7Ml|LJ;5Ha^CNM#hy7#EG1LsBzh- z4EFa*q3}5mx;oWA_qRKo*~P()Ni-4a%VmcLM@!3+*|74D>I&jQK!J4LiuAU2g*!h) zV;BM7Fehx8hiFRfXBB%ILg$hJ=}FEq9)4OKWhN)Iz_ikEkD;-^r-wLyk7a%`Gb4bWF&Kc?XE3aJ}jIc)THtTWYZGZ#NGD&wH40zlvJ{*pGC`o+}24sOAsL`SFMY6WR*+sy&Bgwo}l$urSsbV(`%@nf(@kEWn_Vy_0+a5&;TU@QRJO&N_ zevSHd0g5M!rO;EVHnK7aq zgn038M_TL5ARn^&W-BDn%nkG5b3ns@ z0u>uSdzq3o!vGm`fV6p1r*h`9{P?mLcK%ls?p#-Qu&>lPRF5-t^N#pd?9qI($II81Pi3gz2;iWpbE+fKmj1^ z@@IT>rFWr2dZzlco6e#&5Vdh_O4J<8U4919VWw7`O+^Oez|ts{0=8gz5sS``pW?Jm zb@JVAss)y0SK{KncoIl-Q7ih*;m>r)PC@j1%cnV-go!@mA0gv==DeLNEgy?Ky{KR% z^*l-2HT<}vZBv%LOhvJ2?hCy}QHU=(Ufe1zHh*{{7zEJaPP&Hfjw#5lo9BqPekzQ> zw?l!+{z_Nz!KN|-#0cj=l~V5E!Y4uZ6U6sASN*Map_`W#bH*7oHvW<)VPw_9-kP;8 zJi-7c{eLQAs_xPzVYF|p>i(Vr`Z+1h_*-Vcclp9( z1x)9m@*R&|g2fb{|YfLYFkfzZJ2b8*k{=ips=LP?DPKV25l6jMlv$@(yDl)l*10A zajvgLLdhKHWnSgbx%dPapdyzz-giVZ|oC%4~tTml7!Ncuw>sf5HPp~Bnztx z{lh6msc)1of)Jap!n!S#Ag{LI{1=Wt9W|voPk@0)%74OorI~ThORuN$#eR>7H8(Gs zUOHqIjAK~ALNC4kc{QXZnxDE7rAWRltmyeO6NAi`-ia%b4D@bC&GNC%#f(%N^QxTB^vg(Fc!S&L0>6V@^T94n@Rb` zc0kj$O;y$pAKiL1$~jhEJA%Pr;Efsilsh9QotH6%Y{kce;rL6gNTJLUL|TPehkhc; zf8^bhm4|7WeiNsl;?VxZ9eeGm9yBff7)}GC-C8SD)KEXR+}35aIgs=%&aQa(h2P8; zy<_G&JOW(e@S{FZTh^lg5A<#X+|<#m6n#0mmrPSLW*+5ReLYRyyrL zxykco_x%GlS>wJGcSc?cL8IgPVU2~tPw{itlW|*3zRt&HYDUDAUGK9r)*^YzDmp-!5Zvo<9;wD z`m?Lb;;H^capH4ZsnzM823`y?S4?QiQ)3sOv76CSRm(S?pF9IL3kpgNmAHa+lqn&m zJ`~@lCwl+7!Fl;i%u_5?sSYhhK4MWACjk#*S7r;m5F06j7j|nUObktd^C2ZJ39PJ) zz89B2W&jRy?H0vpCJMghEsr-+=kVH1ogDAo1XIbrN8pa4hw7w!gvNJxVXAWe%q(+P3GglC|0iMzj1u|4Z@S(c0t#_(2Ok{2rr8?_}_ zVx;V;5!sjj6B;mUj~u^TaI)i#CDC%2|HWZ{MbVsxcF z-=Ajxv750ef?JqC1oZz(4ZnSat(SJbC3-Yx)M32K^!0P!!j%?B>~`d+?`|<&s&h8v zhHc8h*(v%KCLvy{9YZ*J<}g5U!wN~QA0Rpa}ag2#C;85dux$6 zEeiTESO!O5Xc8&x+CkK_y)ObXRSao{d)yfHMIE%Bq$0;Emp;|B__{oP#;}+4D!OK! zyX@@{gHzNc^VLS4Es~c*yU91WKcI5b;!=o@W7%LYLu+^#ch+NDtFmoWx!{}#ep(Q( zs+Kt68;$latO!&Zg?*oXf*3wi`2N>m4$mG~UtceCPno*)x=~ho^w(gb#n!6C8gzK7 z${o51)NX1qN?R`KCdRy5^6m3vruuCbekT)ggjdHEb&QAN9ny;BS02Zwer}PU-7Q;l z?kd=84=+lU1KkbvbCvFZzVhAr3T~T#36WPyJpif35^a7?UPWz@ZY75g7AxF`1Ji%FZQr^ln-(*&tWl}}oRf}a0+N-Zd| zN}`hrLB1r6F>}4TK)OT7?Qw3(7q`g}@}-bN^%>G|q1PjbFM3jC(u zLn8B>^NV?yF}WJio5KG}1dk2*dpycJT6S77Rb1`u>;ZQZ5;*tFKiZ)uamga;x7c8V znJ8VS*Lmknh%=4f#>#=QFN@lZOf$ALrxIobw4JjsGIyr1P|515YKLDTcam_TsB>#FMRE)~IbGuB7 zZYpc<^;KSct%N4=J)7z^PhPCO^<4#SSCx-4Zt3md4q8H{%JrN_OyapM$E78PI$Uj6 zj311mu1cB%eoLiyI{ORPqdoj5{>>-#@;j3R3)B@9At}-~{5JE0z81UCuDC%%q_;J zpKm>4kq>YYY5@bwYimd?KrA9LNp^?#pWfZzFjvq`|Jr7x6*R{b!nj2-puaRF3y1h4 z+(+W-ZR9pzbHphtX}agU&gEF-h5|GuJSE)ax^()N%)s<`=CV(Tbr*O7#YtPqNad&; zL@E{^2Mool?&hvB)}C({Ob0spV*>RTAsq5DK5%N{T0;&QNcOUbbv?Mr2K!*nHnlt+ z>Qf1Mo=X^utj>4Jb;D1T4``c3=d=;-A{e$w3Io{FRISbe?6D#|MSgwuW!l~~K?S>a z%xlWpOo^>h!E79lx1pA6Ljt_Cex;VW!%!$3`E(M199I_J>bh{*0U8^F9X(whEQ_J& zTOiR|;86Y0Z(+UWsDEGGaI*=T$DRGA9MwFvc8Wh%1F0n_%yR3Zs^7*`KDNK{oB4_V z2kZ2I)nQI;2UwS|=DgN|njH8`e;*nen&{pAdfiJS)hf>i@J+{>KR2)-!|{fsW98LLOdUDcf~-=aDqI1!T?WHWPG1T_q5ZA#DM^caJe#r~JOE9a$NN zDg>9~6%?e`N0yJakujFzT7ubC_V~lIaoxAh#!qV5oN$B@R}X@s`{8(EyOg{zj8dXTfR51*~z732=XJZ%;y-moQg;S$XJ#1B!s;0}HVT z*q%&rC<)cNeXl`Zp8X$2=Tw8kUYeCN6shN_YKMaX5Ub5!&;@@$j*ppp>6}IhTZR+B zP~|-It>?_C-%QmDvrjoW+#@SfVeR#q1PwSRFuU=6ukBqE+o}>ET~Mq82}2DJdoTF; z{8msGL@c|V6{)8s#wyPziM0A!+~-SkYYvV=Yl(Dq8}A%?+P^K{ue5A7i3`l9^0r1j zjjx?_LUwNa#e}m4!Ara>dn(@lGX1!+=GduVSc?+zohxC;Rb^L%>Y(ol9ZGIs==BQ= z;6*#Tx=WoG{I)tU2hkNrWn!D)+AA{~r!H%SZm+vzf`jR0?n6ARtE|7je}Ok?TE%nq z$ZqH!bzc*wUlV<>r}MfnwbVmrm=6QujuOBivO<<@{WWaPtWqa*lJMH43a3$EwyBAhOKI5)ms|ylN}~|o)Dor4T=3@8T~VqIV5oI2&&DKn#4uE@ydsr@KergN zkSn|Wd`ErHe=fdFf3v=7Zka6{BNFL_5V6;&xX-z005HWIDB1_Z-idWg|EOq4p6PQm zNrMJNFKUlA8Z?*&b+O0Awoq@zaX@B44}Rk9ONrRO^ukfxbin=@5IJ!(2DA$K%u%Br z(jK~Z)ui$`W@<#WiL|_4fVDflI6 z=xZUG3bJu_$_0xo`Z~UoFmFeUg;r{#rnbN@xpqpr2yyfVTJ^KG_8#RxwEd;j;6p7p z{EJfben!n6)$bpf&Ic-FN;2{clMGBxK1o!ESki6@;wsHYY$FQbXoal%NbdE zhpgHAt5+x6FCSKMRZo=kM)OsuTYNofNFB-EFS>(4MO2QjhPFid17;caYUp(bL$2 zk;2-dq&0tml7Uprn@bbcb-$Prd^qte4pAWveJ4hoN+0t_hS|^zgF~z)KTyfr4aXn* zMzAAwEP@`~-}XQs99+A&Z-y8)Q0_;x9ERPTyifPK4G)n{MwTu^0gaeYA zJ0yb|y}yQiw9(6_#7?|b-tD*%me{G~we=-taS3-|E>?V(ZATdg+c8MtPl@}vYu-1U zD#Q8CyUlC(xcmcUd1$S+&v=krA zkDh+|>-tm9fQQhT>cw#ga*QEH73IiB$R3}6^W!|X6Tt4tLsue{#=K{ne|D!n*UrSYozsOp?@;O;-y-tgpbQc2;~aY{VU88bZ8T@a3U%{ zjZV@C$;&ch1}Rhe3I~K4L)}c|XU=;&I!$%PUQIoX(lFy(Qq{8{ibLYIhT~hxvpp7* zy&lw29}u~J)otctV!UK3)~e-gz=okX^!{~Z=mWo(>(B;Sr&(7A>fW|kO^E}I3(?}v zJ13@|auyCJQ5BD|Z>W6Y92v08hygPN6ew~Ez7WcAy}0?-nRxYg3QaeXWV7bE2G)@N z_x;^*eyl##ZGvwIW0M~3s{j&Uf&QO}>;F0ShxkCcIF^(g;lhcG{tJ7D6>Op$ljuN{ z4ta9CJb+uW>}?_48h7sxG+npeYZX^QLTx@@8)F@9PXwEo!~Xl;**U27slua)JAL`> zT<+AsjWGATz7OX`LK3XfpP$v&kONHe1802&{kHuZp5>JcI(RyECP%VX03TPu<;ZlA z#g7O8)wMsE_S8cphG$^KhVD3Svvl?=+=nUzrinzN37#6dyVjpXEaCwqgsSG?`?5T+ zb2DnXQ*J9@`1+voe86_pQJBk)< z=5zJIuPMx1dsx89lP)rtKh|*0U|xt;@;UEe?Vy=T^aH=ac~HetzY?(Wzc~?n*doG^ zZyG|uky`@_z?N&e!6!0|J_Mgte$i;6%-isz%RB2A*4EZ~dsPBojg&2zE$;HZq0Khf z?1u2YQleLR50TDSfPv?we1BxO+3j#&zlEwCthEnI>Q@M6Zk%a|EBq^w?z}Bq-c!&V_z$({gul_B*h|M z#wa$dxa{Sx;(RnBpfBFa+i+lX^mLCoA}}qu+-!=6ta>ifL@(zc);{cOP&^o8OR8f| zkD*g4y(##jCbQht?64T4vBC72bzpE=9UCM{0u77;1J>8jGl?sU{C&uA0zPIj>5Cz% z&>vREMNQyl2QH7rE7P@dR;HJ(4fH>iA1O6^uG(k?9`Yccx+!}CYCK<~H~pb=(Wsae7prg3bE+fZaw%si?c+i_g<&*tzUYTY-5Amp9t zkpPRgbvK$geZCVzM9(2Eo1r7}n#Y>4E}oZMudJ#HeuvhHx{cZRiGPQHC)$P8X3unO zyW)GR4sBxt3A!B)Z%#KVG*q{uoMk40=yEBXUq{-^F%`@Y&}}M>&}x!xw)_3Cbt0>f z8(DCDEh!)WI$lprOlLdoEuG}EdC4=G*4y$5vd68-Uw+sBQop-#hA-FbiTI~tsmd2W z`{K#x>`G7QTpTK_9v8Wb`rep)q74H7!xr26)G|?|IE)gDHXDPGa8pm#Q_{V)RP2lr zxX>R+;*mu|7qo3d;3i%)-vH1 z3TgLnV1=?xD#Pb#677U=rA=97m}SS?#h{rtgdL#cXS>0o ziP3z;p`Wa|QdTnn(AMIfO2ORH?BS8fuJ)7bg^^TLHK*dsMXj|4;JrX`&&#&a;l1=+ z22F~TQ0b#I_}0B<`#fgW+cOYz0&s0~H|-j&oMv$UfjFV z`@c%x?SF}?a}T7U{k+bS(^4k?himU^ak%q}-PPJ_#dcEf(XuFWqm6o$M%+KJ{xQEE zK;=*SZHMRU4Ck|H_w!^!Ek3&~gmDH)mhn_Tc51{@v(7RER;v8bz3eEpvNnVEro_e6 zQre^lk0VRwbOtpqw@i`RTw|Sagf7@jTf5^y**@K-z>kH49CTA1xF$WQvE*N1qm?mX zGNeD{uJhx+9dh+qh37q;@62mUpl(p7iOWY=eNRxS7Bl|}yCoRH^cwKHp<>`!kU-ZQ z!G<^und7Z?4yuK9#~C%7dEleq z1Ln&1P;Ff+UuXD};Dm0?h;}~R%f0e`b1{Cs3wcGb?tNqYr_z>gmP_HiG&>mt+9BCU zz*`|Vcmw8lc4%h3D&VI!lHxu{u;>fL1%A{ymIju`D(t$b2Okk9*4rRJF-8& z5hsgB)o)1l+v!J428cGe;zH&E?UA}8Q7>JtFqxGzfrV99l+$Y12UeeBFQ&*U{3a#4 zrrl2S0iw-07QId-um`d0(+DY<1X@#z{|@|Zl3eqK5*PEfFW<}m!SvM8)-$}-XNH?c zi^O|1#f9(bK(}6jeYd}8C;}F*wXXPc+vF4b3d6yUL-BerSSOzDv;vqE3hG2jDx>ey zCX+!+g&QwZxf`mDLa|+jB;cq9vUvREO7d>!_MfWi+29jb?G!HcJyN|=AnRnMzR_+3 zs7HUC6P>gH3Dn(&I|!pPR#Ow3wFW$)A>1@A=)`Vs3wR*eAN~}w^0}XO{ILZZMfv`@ z1Gl(0_o@4XK_irtuUSha;IBDNH;eK3F*?4+XLwhkkIsaKlY?B}x(PcsPY6!wX@*=T zn>(9N>Ky0c1H0?%eW$IZ!j?{N)QygLZKUcY9lC!kc1Lke zmW$>O>hyhd>l#P0KT=X8$9z0s=lbA`nm;$`8G`|9G?GT>DjaaRu<5#*pVp zNP1z=Q&;|nIOTWk3+U^AM|Yki2B{Rpi1w___Rb7pnr9=xE3D5DeNHdN-$ z&c{Z>wnK8>L|BWW#AKt5akt(6yxP23ohl9UO^0x7gShk9R-(}@(dHNKiHhJucGx6V zvSgev`%@JYT{K=^(dPTxX0OzggI92U_BO#=BhJKI#4DoC1)o2mmVh8^YP~9TFM}e|mbw+I#LJW6V>vk9!Z{ zF?`4ckDoA{>fjsT_aKJ+1(8(&RS|_{kZ$eL7?r@J=$AwhDR|DZ>2H#(jFaz;8efmn zJ?=f07ronO5pmy4C6MeM$}=x_b-RE+h@4J|?FXc0!TlA2e!; z>=$(Zm?~`$c7tFj>g{Iru5RVXl$`li0XS(mg32+gi@Y-C$xW|UcmS7xvj^W%feU_U z+4R45t{$=PgMTCoq&BW?7QO;CWsBET%WtHX3^jIQ2U~pEWW%{PY~Y-;n1son&1Jx^ zOWb0&4=;ZS$0YnAJte7w*glA7Rzvc8$0swvmSct7W-Ytm@ZNea?RI?mX4q~!V%pBO zM4MY68x;HdG>?tUzC`rIe@&T@0aCSmn+vH%q2HI=1C9%&8_T&~pO6w<{H%hP@ML47 zK#+*3=aaUMp(Ak-$z%^u$;T01dG?(Q09;Im9U}HA1M4utWmYrC>NCXIN)^hSn3HWq zcER;3cO+yS7*67!Am=*;dA@=?7Uw$btT)nV_poVO=(?+X(z2Jv&Uf(-tMNwDuY$y< z>^Pro5kll`A-j+lZvkY?^B9@&o7zK!bWJDsC*1C`4z1MLW;!Iv&To)DR;7h@c6C?M z*$`U_danJyx{60*8+i5`KID>1!)!rGk>D>es~_G8|4HNdhNe9KYI)+$#b~t79xbdX z$65kx)REiuYhf<35#6&dhxXQ=Ct4|&(7Y_4R8>}{1`8k2IfY##5RN#T)U^_B+PGZo zDoJR1PBRdwO3#Q_$AmeGCfw6FqQOpW5N72pH?E#jYE%kYk-PI( zPU)82-(oGmsp^%yr}qVhrJf`_mTIEKvVN^>bnXrmUw;rQ_oAYaQ&KTrQ1lf#+qPuAvedU6fd5d1|@JXzg6E8HYoY$`7EoM_Rx2mIksn z%NG@rUQh#vnEcQAiDgq&Y8@o;Gj`9-ODrRlAXK_1cbIc3O*6!OZVl|UX7x6!SK;MX zx3iqDLf_D@{5QSRv-*wnWrz2^wRBi%(L(Cj%6kb-Lg=Xjm@fNG{g%afcZ*W3S*hh4 zu@PJHqMROt1ghNr2ziq}(@kF(Aa91XD!&zzl60F6HI4-UN`fhYR zaT2^3stSmFmx)kT)Vr91$d`hpCn^4@PeCAS89aT-R`%>FfCe6x-+VX&KGo`|y(pN; z@`LNvgxnRenx2uU{#v*8Brxc~12{P_()I2PyIk1nA5AkZTqTzaIiEe(wqAK1tlc*I zG&=sv_Fte=$ldOo_bkfO$<=cn!q0!lzKkEImv^R?F*miCcWnPfyGJM%1?XB}ZcXvP z=n&3u;o#e#^l=l<6RF{xZ4_Tfp$mWixD0oS*;rR7s7M%u|FzB=og!~VJ0P!!SD*5* zt59>ooJfaSAd(8m^(9i^j?R`exglX{(S$36C`9+}cu_T|ehWKp0tBW9hyxzQOAXPE zAzAkNs4hE|t7L?-6j6c|JtU*$%g?a8q;&OH%-y%r@Fw>uEun8$rc0KiY+J6l1p5t^ zZh25cns;jvow(J66^au)e_CFavKr-U7maCTsaOOAKPcVL-I~9~GJP^<*dfuxf|m6C zPXjC*PGmExL-!hyVt(hq+7UsL@Hyw*xbxwz9Ao0Up*G@;obXwI$WL6|Lq-7nNiOA5 ze&=aIa90a(_&Kd;S_M^>-*-OoEy=Y~@6!U0OzSB;(J70Ib;${g!7R$_l%aGeXYzH( zzd7A=8qA#WBm?Fr&X4$lk-RxsuNA>A?h8xRi(0L9oriGeT&`#g`FH;DUw&Vrbtn#J z)A(=cNabmZh4~AP<;5M|Px8*ndj_Url@@N9S-r&x>e<5nFqKVBU%h_$J32|_thGXI z?rBS{8rx^J(t%e>o_hAA*QYl{9;6g8TmXv0(~RJM%-y%P!4{{oybt z*6RXqu#B-D!b zDfJxwe&cGoJWQ$=;upzW@tiO-$Jho&xWSe-3nS-Jl`1yq$^&7LvItZt`4`!CVK&K5 zh_(4-q15(Bo3EvKlc%%gk%zWsk5)=>IC+X2vzK1O*%V>?XDZALeF! z74Vs5ryt_8S@id9o1d@lTS!_wMK60m1xh&$+ww{`a_JNO`lpQ2TPk4Xkra8>z3kX zl(J_DB7}5n!f=VMX6`)y2%d>SnT;uQ8UIjfoz@ybc18E!ddEoNmU_eEX8tz=0qk#< zAK;1QV5Rb*^~Au?PSD8<{{ru#pSNFcO}#AplZi;;&pU)MuslIf^?aV4HyB@w{uZhH zH%I=LZP4O%mvOtvOof&I-m~NHmu>%14E&+{D?*9(u9bZExmbt2!qe4+`J$V1S^B>#Z`e4%_0NNap;wck%&D zsUPM+lft1D`|^?QHWh7NMyLdiwWt4*auY1#YpA~%kY?eRR9{PQ!q$G5>Q_(mrZiZ0 zRJOqmHOUF>y)7yw*a&*yAur8AO;Dg_UOvKtVF*5CD=5bHJ;vyqsjwAG--nj`%&Ob|BYn@eGt0^j8zy~w>0@l(_ZuwYQ<2JMar+}3B31F`YAYw zb9&E{T}jxNzvD3UJzjwEb`n49_LWD1G0=S-O*3c$E6LcqG$if!!+JaIs71=uYS%3# zn)PgR@T~-wkmtVOEY~q)4A-OpjsVflS-1}|4{jyTaZE8eYbJgoeqdI52FtO0)DY*uXc2-_krgWm{W16;q>@uWq4ucO^0T zs+bC|RUWO{{^pQ4KWxuSJcA%8CH?I4F#>Vk_sTDixZJ~nMXWKePvXm$;FVszc5dI) zmG96lJ7<4|8hs>fUKu%mER_yL+@uk0Gr&U}A&dJ~BkBQ3{ zkI6hwH9El4X#2w(v}`%(&%njmhP5V?6%y%UDM?KAKr>JdtN&? zpdBij9?Q*ziKU77Zt`vNMW^?gj4)4#x}R8iTBtOj*0~LIcpQ%^ctTEMmMsV6>~0w4 z+5gbbpPH!>LaWw{ZVLW zj!{8ng68wac{xpyznYyZhltt<-LI)X-EPH|g4sqC$ZUx;g~=y3HVGDeWbeN~PRXBg z4v=P_+%BC|1tt@gXQ|QpF?ak*TX?5CYuf%uvWTQ2}Sa(ARM`2%2 zah7Pj>65Oa46>Ry>A#*em2p?Nf-!1s)xJ>CKpyegi4BP}24Eyx;b=2V$2?y}V>|QJ zj!AnF)u&Du4}0S?p?JMxt9n^8PH7bJ)qUZ*+T7d8eLA`Yyx8&(HCxpY0pI;wrPhSz zjO*=Ak`r62F7MF-%tP%hN&)qbvsSz6QS>TEvj3}rV`G0aZ}yM} zyth7WpPoJmvw`lL*%@cw)i|$IrJc%Wm6Q7mC26W`o)eb023sxaOUDxi%ayYFIv zeeH$%H5B*g#IkkzeQ@HGpH~eJPW>XF;yrtH0Sdr6EgUN<4n1@I*Iqz5GTg(NTnMqw zQpCRNYu82F*rsn@SG)tCIRbXN>7)4E@%_+AiTB1%pu;u^%yVK1+E+%c9pgVamEH7S z7J3jop84KM7H|-xuca(CgIwm_+&cN?t%vR2UT3}07qrp$kw`VJD=2QzXxRNW+~R6u z8*XE5ZGp&4F-xAjRiL)t{by-m@t^sva^M+{u?cnfyy?$-u3JTJZgZyME{A0lZAbq$ zn!H~J@GZy<20b+S8OB5=e(CAID@TN^dQZGL)sQgxxC`kpJ*F`QMUO%G{ZBen^IwKo zGfzdc1xXSwG(3k)thAA>kcvB$0iunvm2tTB^h8E;R+Yx*`M8PJ)oME^*ouGoc!(XyGW2mN3uJ&+9Kjp1Fm9zjyb$>gLb& z570Kz*EMnabMRZI#%~(y&9>d2j<}Pp(AOopH#6+Jk^~Qk>kGL`)1TKNiXjz6;C_0# zVanD?Z>zO=C(y6JvEIbI`wd-vtjQ+c7>&t45@t}>5-@c4A@M(cYU|j_i}%9E&3QrU zL-)88C(X@we{0_?y(kZML>x;8C;N&LO<`JTL8)U^RlJ-JY`3KP;$Mw$%RVQAMG$-_ zar2}QSo`<F`vJWEIPMJ zUU@Awbh(3{4z6arqEC3J$IUC}X+7vQSbJ0HT91tY_!Z4eW&6G9h7CzrW5PP=+Rxnv zBMhvJv~@4^v`@ULx!;(lsA-1&VcpUN?kA*q#T5=IuO4DNC9>uQHU)tXQ+!AuX zIi%&phCucdqp~z`SgT>kH1epHvG?v5Kbok$_h|c-Jk+mZUf#aOtK3wF4n z_q;a|kOh=+Kp!+6_%|`SN&_F6p3bM~=oZ|tn%@Ml$&Il~uFTR6JQJkzDe(UBweBnwUn(Hp22?653kvQDSuhz|q%Q64{68=+wsm0aK;V@NrO!I?Jur#*4|Z#h zf#n9KSgcjjb?2K(KgY><`$1(Wbmb}#;_#uB-e3H(Tfq{o(6oK5?taH{YyR%i6uyIN8gc>f}87F$Q7LrPZmjeaqjJ2N9tK?PDf2)p`-ieuK{)eAd(teK#CftDGcW z1H123UIAGjX&%0{^=VzCOqa)Q{pT6!qjRX#R3W>uF~sqFbdzcD2%OAs^Jx19toQEv z+}XfWbVBQKl6Y-OamBGcp|32%G7biAIG|RvI|P~w;0y#>l zjeTlTn}*N!_3TvBye)hDpegDrxnTL7h>_AG15RyTxmf%in=xRbC}! z-+ccS?U{EN0<}#&gB-4BzZs~Q%mN4a?VxNK_rJhr{tm7Bs~Wfkfvq$viet4*()3zq zzp-K{M8#e$p*^8IWM)4SzDwVBsnba2Pe(fBePnji)$4G;{wfQ3T$hyJAe1_yNXp75 zEd2s^$1R8dpqoi9RE8U*qngAEO`h>}HYtF-XuT z2r)b-Y`lZ=M_wt&R~b$c;ibAltMFttqNUl#S6xkpH`vDpx(>rKE##$W&Z@OrTYY9E zGM3P4{GoM`YKriw!MjR!t^0x}GJf zd<)q58R8V87xzI!h9Z#s0+UdG=>(^RM+F?3NlX;;pA{Dw_t310Hpu+raPJG>okkw3 zlC~Z127~S2aGCTex!8EU)z~W9Gkon%Hmt$7!XjOKAux)_-5-|>-~)ZWW@{dr_a}e1 zP5g@q+DlW-ra)7gZ_4a%<^jUZ^(vTdhq~7CMW_zacU#}H=oOBBGD|4;MeWpqpZ9Nv zfwreHvScOb?=*Daw3q&~sBnlKi2ag!bBr3*D{6)~f=FDtHE;|ul7jp*{nY3oQ zgPQwtH4dk>?F|YH9i!38`({^Ow?&jFlArQkKcD^SUBmXX$=XZMaRw`U)4>astC?Lt z`<>liY+T`%LO~|aZYRro6VGcSG|jK{sf@L4X|$?#kF3oJ4qW9$OA{9H-cu-nq9>?E z&qe{VMz?c*5QkSvV25d}SBaMpL754VtP8Q04bEkUVy9o5-8J6 z%7m{c2k5OmwRKzNfq8=NGi}JD^IsOshzf0ajEvZ~%9XYDO0`~o-ioK2S$|YW_baQK z*4q~~Xm=4?#~>u%u<8><%xo`-wYa|I`J;riAzU?_-5Av;O#{#|ltU|o$e5UzvoUP% zO2Ejph{kR?+HOU6(z#Oif8*Ce4rBZIy%Q=*K2pnVYKJ}5gAm$K@sp2$GDMA-v(nvy zEj&1>N5S+rNTE~#V#>=j&CZ3^A47mvsn98isSG*xA=C?CcqsuQ9Ib0ULaeLP>yUIv zpyTC!J1La@^qi%P90AIurN2_0(yY^9*LQ+|4e4?WKOa0uxxi0tK&tv|!GB~vNoS8c zbl63tTRxyW{Wl(8Gsti1C_Yj=`0GZH@Z*-QCA+J@>ym0|&SX0eO*3nM&?+6J?v4?t z>GWGSwGMRu)UExiel)1jS&GzL_t8>8T%xF7-D}{wX!!jX%DGD`;me_6G zjYgNkqj`=PwF{EzLC)&fN$Y3M4`&&FwIjJ6F7b6u69seb>#=Xmyh}9?v#fGrY8XMi zU+komI(86OY#gV7pt#xg5~B3mNJ9@$s2=utiEDXu#r%TO`49h>AS@+FJxoHwiXvj0 zp#~dHG&pE!9;ZKYy^s6YzoRwB4u!*GNJ!oK8= zm+m^ZClncsdJo)@OLtAJZ~px-(Z*}_Q?bdq-`YJcA>0Q7_r}%D*p|n})SoXYuL^9O zp73>9mB?fy{ZSj=y;ugvCQ#&G=2}RyMydUxj^IhEGw`Lw^Bj66|zJI z5Zcgm>kZNW)*ZYNj=|>l!v~s+=+MVBqtN_ndyjXQ2cnc39rTmfA^0w-x3Dsm_Y2|q zFx&G#BvE-7*GJ*SFC=3~J^Wq&S>hON#g*(mn;*Je-*2jBy4Phl9}np*KceebCn?pig%WvF6NzD4CW>V>p8+~r zMjh`Hv$s#qM;?68%JUjYp zI~@RQJ~m(b;rYekkFLgI6ttH52cA}jM~GPEF`u|m4$b7*=~kMpXrEDavHw!0!HT`+ zq=7$kgp$$}0IVLE7?7-esr?om9Zo}bjPXl{ST=C`gF%z;qIuyGD%j@l-W<7TeC9yk zkqWa>!6Fgx5p5LJE9AxAJlT8uu`cI17os_J|MT95Kk*4TNyjXjF3bs8lF638z1O-{ zNvx7w)ebUaKjHSc8A7~H0eSqIq9H{s<{Xe`&fy;=K09o}zQ_pu6IZO?5f*(;gd`jH zc>U#v+qPhIr+bT1<#vYjDIaks8nZ~@cc@bg(-p~Z^$LR_O2cDhY{C5g7Yh~S5FA-Xz)?q-&P2SjIG$z<|kZy=q?$9i9+YlJ(jL@oHgj) zz>WJq1|qsL|Hxgd3=C(VZ&Rdzn$PQkOOS)L{}leot3K59*y{TP7zXG9;ELIc#yj;E zy09^qG|8TfJ@^ExB87jw+S&73Jn>8K)u8Tet5z9D|9rmzXv}&8A}Qs6iyt?xO-W~9 zrfnSZGn!^D`cVC(dj>5Ypqq?WTW^s;?a=LO>}c}vTTgY#si^H}q;-D}&zTmwX}e3w z{ky4VdG*1b6Y<+qo*jhBX0v%Ym9?!cKw4a^u{$o!3RHI6XYG##!jj)4C$$s znit}o7yHJE<)*_Ki}TcqQo}P@A2f>^^Md1LmLsTHGygJH{mSZgXoY1i$BWDlnzBzY z?R;;CkIiWK6IOFeh3<8rT4gn{R^jAJ3R{M~$aRg&9K?6$ZXBkQCx#l;$wrcq;1vMB()=R(cs5FG)$??*F zQU$iw_bW{oPyg$3EpkWD@-(mqn@mz+JT~j6^3L&VOG`@~Vxr~q0qM-!2x)+OWQV3X zqs;rm`t!E_aC-iip7Gl?t5|5ZjbO5Z_ciQmojpAd#J#RW1MANEOo5g=jMa?T=JMnf|~f9vk0!j)-#Tf=Kb#!_O16 zC(ip{{v*LGE25wLQcuj9+Hm%(Sa^rbNOn6-_prg;^jLCTnZ`+W+O#2vfQ|+398cyp zR}lv(RWiT2S!o&kRib#$xAjC151>|3E{sK@X-lx?+ZjO?tBFoAf_A&5wYR+8++qqg zHuSA0G&j~&k%ptIo1*r{Ooy+%)9poNx-h{Q1%IUx>*7ms%VPD5Iy&$h`;yD=*uS<- zN!uB*QozOY$dW6qsK91_r`&+`)kvH$tI87Yl#bYLB}2X@r}fT!=l|XJ(viZsL8TiPgCd^^7R}ZEncf`7=KxDfarE z9^HPNaQM3_K9zb~YXKnMUu)bpgDzLPwspQc=wxvl@psLi?tGgyc9bB)ABejlwt^;{L;N@WQ@Wui&W|8hMr9*4h*a6aYM z{?m0pHY>}V{L$rVTuIbNG3@iADi37a^Hm9@PAwtD@*%6X4pyb^o6e<&4`sh0Y|k8u zsl0p^`S62%`NT;0EaJhTW~a^{dlX63w4>+!bB>P`CsEo%yyi`O7gQ_ZSu;1OszEjT z{nRT#>yM^kH}L_LYXQ%iend16KGC((S!z97&&|mBR?I@f`Arb~+YIP<($l^8r$0s2 z{BnPf*G=$Wi0=4UMLBu7M71#T(B~nBCnMlxV0DNN2@f1e-86A+_RHJy)*fiu{Y88W z{)uQh^5>O&8%$zI(q!IlQEt?dQ(r-&LdRdGwC)@Y<^EXNUSCMJMSdiUW!(Q5?aO&C z&WRw>K)Y|}w>FoV@W7G1WbV(=)oxd#18EkgVP|#N)+SAB9$2V4n}49y`Jzgt+c6lUOkH)`4!K) zto-n7;=d_s2}Y z*L%9%i1~O&k>7g{*e2C8a z)$U`$if<0G7RVodrVR{Z6 zl(katc! zkZxOfOME|SMPyU1$WS+0*Z%Omod8Iy^`U5z*6U~-Ne?Fd!~q|{%!T@KLR{P?cJOQP z0O`$3^>6(v=wrMvTJBZd#!Clj!2GI zwXgHL^@iptEjg%T3&sU=H(=u1rbxPnZn^Ix@72?8g&D;vY;VYx>vrm+_nz($fgFjL z>Jya*>Y5vfdJVlbP| zi!v$UFqN3IuWDHen0nqClHt$`wXvrD>595vk*2lk=}^7NP{8$qBDBtyK8#NZQ4a$u zvB>Au`GfUNGBKqWnl*l<8$bVQRPkoX<3k(X1^iJPW$Fv)JnPC+bM?We|88edWH{g@b^UUJgF?^s2Z?U9*a{EZy+VbX zRjx%nzy1C~-?i4Yo^3g{ZUIh6aJ#KE8szCps3eMw;@k(RvBN6p<6QYKzd`C-e1)OC z{NCm#3T}0iziOc!R{FU~ngS5>d9CR6LZZ=P(nX!j{)?d)c~-ctW7 zRg3nP{x)MFlzcxW1x$hc+Qb(2a%i(Ot}>zz_rV4L3xRrnCDnA zSkQ(|LP#LORpe{TJ%(sg3t_{BMg{Gh?5OxiwtN5?qoBf-Oq_M7%YXNe)YSG*lMtp9 z%h`jVk`G%lwyUex7#JAUW2}3!$|tO|;7`phhz_vsb2@mh9vmv9>aHAfPruIu%&l6k z?40-9j!jYN1o{l;FL7oJD?3H~zT2PcfBF&wletmvaZRgd>iW8VZ4X0fkFnWcO`uz? zAIeQEi?n3U3bXYZ?c)ne_Tx_)R_XS&z^H@H8OFQxY7 z1Y(*GM6WTS%1U>@xjL<~WYT6nFEyxvXWT50Gn&6I$@qy0Y!58ES12K$Wlwu;H8hlB zoyqjiV2l?wD)Xg($PYXoOgisHe5;3W*TjuzJ@fKyRdRd{_CMa-yBHY_u6@<&4%qx$ z`v$PMmqw|-FJJwl&I^fg+)1IoR<>rw)}~V@y;b}>JZ@!$6Ifrh%tyNp`Rp(`~0Imjh-fA-pRST6c*vs9aw1v-=QOgDdOEfud7<5s{A zRP@j;T?`Ma=Uh0a6ZgyW@ANB<&UeFryGKO6oz%M!xx%|7o0}${@$CZLzmqHZ@`fRX zD-g`DY_|UWzbL==KeFc^S?u zwMeloyF;;Yc_BKjVPDFfI%;FK{l3FH(ayXlht;{9Q+-gXM@q`uJ8iw)McV{apl?V? zE=bt%oVB*#1%7W)R0QOKrnfGUjdmkT?zD-rczvW_@cW7wrctf|C@kS-{^T`~-%(}l z*mU^r+>#YKcUaPM=!M!O7@DXf1rrao6UQk!6$SCEAP9_GD*AY3;O&lr(>{qeAsSK| z4cS%Y`dde&SAiV|F^kqxEwzjKV*DP8863ecvp#?-*D~poKGlKpBt){pY4C8oRRE6| z{cF=J?6Ww@np&D`ZQpnhT@T+~$QB#24t75u-)=i3NnVQZJ@-gf?ci9g2inJ5oN^xD z&*a@&#OsId-eyYr9=|BlG?AboS)U*@)o+F0)-!Eh(UgXQN0(i&R*0CFo42x_?g(wa z+f?mLU6o2KvNcE_O+9LV7-7KiO3e3E8kDv9HsTYtSE;5Pgi0_ZAy30!1Q^BBxyu|Z zHB-yxxI%~q?O^lJ-e~WbeGljv^Zf=9AjAGt0sxgxdd#JJZbGfzMDLt~>A=!oRkGJw zJW@h8^AK*UDx(zLa=@BQdtpm^VOs)j(NDt4Iv z=OtL9BRsW%(vMk5rTTp2 z%0q}=hn!03ws@NwX{pJcPE7SL8YW^WbV9KO#cS4>z2u%K-NDox)Kdo9pe?!>uS5md zwaT0!zm7@VExpg=Es4I2GRcAFqw_;B`0#RMXZ`sY{2phN$1#GFpqV}9x5HG%8)KEd zj5dF?TxL)pi!aWbw&m3}+_d*!>p14L&ru#UG80DB-ynPw-ZH=X@}i{Dor3C-m&YBp zp-kw9qBo7smkJUkLY&_%n_BM-Mu=J-Cq0Cp$pMN$SqE-4UvvARkK*cfX=HB-%7If4&6N|XsvdT+hvl@Dv-IdnxWyPlx2Pc>?U z$aVJOzvA^D>lg0!NCBWy4gtv72x@DXSor!7xI2VBNkbfWfRhmJmNu;m-Pf{9$&tuW zcR3l{Qpp9E`q+EU8<8YN;kTHFNXz&oN9)<$}K+%Co zT@ny?`4CXE)uZf%+0LGB7|PkfL3l1%sZ9r{5j=h39(wgSCbjwpYvu!WLB*u{a+tpL z!i6j}XGl8ceZhFy^L7(J;Nb*Rw#YLth3?}hK2X!So_4jNlvY%Dj*0N?5k%+uDMGP= zY&GI5K&gTWUnuaZw33?3woAO%^;WkXhY2#HS1G%#YhMk@5&ZquWz4fWGrB0x*zLQK zEyGY93y=w}(NekJZ;+^)z<6%5eI>@KRmD0kxb95Bwp)T3+=j!tXUfnQFwmY`+yz*D zN3t8|2~u0o%#Ii!RD{m;Rp(*3@@kLtx}X2NN15mCkd_R92D*RUABLGE4`hfB8nR#t z1&Fc%(B|4HtX9^#_+P0jMa`rzp9?MAZ-h(7bId++5eOD8^$uR|O_WJUDKIvx4g#hOdsPVErNbj_6O;63z^)Seu&BLOdtt|EbZS}IR z5_<;uXPhbT5=J%pUidj9t!huC|G zZaiIzLOrl!b1oU6OA#+jRR$8t${pFps|W|&4xn;{%&MZIiliy>T1|jc%we*2mgb|p z5)aMlWzuTZwn@poawd)`4sy*?U@Cnm_4uXn{%k{Z>tf|K!fUF}9vV>&^PZ<~W|KR& z9Nl#a7cYiKYxsSkI2&34X&K)j1@pgrhX%9<-XhC9$7~lE-VG$Tt(051oapSfi=#K znGrpAVpiJrTeWlgy>rZl??2Jl!&d!iuPCU0KH&;MZ&RyeRSBlBq?GU$ zNAr%ZCX)}e^{F;ocX0LiKsM`iHrU9np;}_S9S#!^5A^tXW(+wsG>0l*xBuxYYV%ee z;uod+H@m~q)_k{zL6Th*W&JpoD_Cg11fhNCAexx6i%6DT3ltEFRa0VPb!zX}49l}b zqwJE(Rqe~vIIssIso5ZGL_^2R#=g-jUhNerxWFS(1kd>DluI|OQFf`&9`)>~GYCbp zgN8C=Gb`OBTT4a*=Kev~j~|5us|P)9Z{W?DZ?q1{raO3N#F?#TZ}^6;{!(%52jhJ8 z4kL*qv#io%ngVB(x~*L|F-t$9y-Jq$BA5FD55;$Q+CYOsgC5OgLVzpfH46*#YAx$k zfl(bO8y3=L9%-Y_3c?7z1=*&dCT2BQ(aT(3{vU259&;my2Noov!J2~1Fs^T)GJwXD zccJ{P6XpHS(n>?Lc3#UHi0+YE`QtZuPRjlUtYJIqwU~f@$yWP7|%l|`p^xt?QM!V20-Wq=7dWvmU zL{Fz!jB8n9>q59^geQIdrh$`iWfeIR9;Sg?duhhhBIhX5&HgK#(w3vMLc?=?IYNOZ z{=U}LPatVZB+q~dRtR1i6Es|o9skm`DrChQu6Rl69Q<=t`+W<@ZtRjyh?wAp@~s|Q zNj2o`CeH}=pBxRI#N=a;=AWM*!oiElyGNplp&3auzqI)VD!Vsjl{HuuD+OT#QTq1t9R z$GNM7M;|0JY&k)Np#& zb>crwejXKyQe!0L@BZC+{kC$3Fcl)ar;ssU_;zI)JAF7wEN=?*(5?pYYqw4gFuH1X z53cCA^VH18tZgkr%fo+MO{3_3n#Vp?? z4_w-B4oEma6E`19T*Eg)uua(n#sbbIj+-Yn6h3ybL>sy4i3UpxE0 z$|`|Z?@QW-Z@b^LxeL8>Ozf%rx6G|rYw_ax-ua{V}FwWcb&8L)Ej%{d{{`$2!$Iyk`PHbPDs61Bj zW2td3PXVu7iIiD+u*y%kd(a8z$Y(+-B{2k9S0$^ZD5@`gl-5U%24JGij-)};)_k8freui~B?A`Ta&_aRBIf3iz? zuUw#CNHhVRx1mUIiJ8`ryyKS|g(4|KDNniGye~`N6CJ-dMVcn|)-o{j)v%=l9)h5z zm5H;P0ylzJ%)j2H6g~<0;mR|7CeOvu2OErJD*q~mTDQTx{Z>J*fAgl!H-_C)S;jLB|FfU3oXwV zQkOu)cCqnVQr-?2tr=E=qH)P-sFTYvmaqplfd|} z8x=t{ptml&x|L5lz*`0QbTqBFTeeA0W~Pq#YaT!KrJKfK9Is=u+Li6S_(IM4ZOaoK zH*xAa+vjaymDvF`&-Y}X%^!8stO;n!+Sn)TY`zpw6DwHtDqQ`&i{sClJgGq|V{SVI z`LC1_4WwLcdY6ObV3$OYzGvi80ejT0ZKtuhP{^Km@aOqiJ%blK{eFsRBGW8y1!Lgo z)oDg?0Cye}^U(g+Ah-IKlP)%0$ z{1mB=t_9)=-G`hy!^A!J{vK>C)Mod}Egspyt5>w#Tqp|I^OiZaudnfGo_>q34i**} ze(5*wF!(wRFLHRGMcPrfP~s6v5oh?X`(vi2+)f%ur9!uq36p*jC4!l#2*&97(q z5&G4%&FpgfFH6*2bpLRx_nNhdxVrWincyoREQ;w~(KFhz>!dXIJF{Wddsv(ID5>r5 zY%Z((C&;X=t>yitU3t_Ryj7`azr1U?)9P*&Vm7-&hR{^F>U?4QmW^rpvC*pXQ`S#W zuZJyV89(n`*#Mre^Li~jU8)F5|LkoZMW1Tg7>i;D=}h)@4$0*@(dH?hkpbK1OqNb8 zr|u|jTWJw!kk{3(NB1nG#!Wn{xk)C+EH#KU2%Nb?#AexWh0`h;n!} z6ij2TLIa|>o;l2Gz z&frmc>0SeovL&o>{SU?j~RU^A*|Zp zC^2VLuWo+aC}0UERKxrnv>@$ye8du4Cs$HT_Wc=I$7|~iE!v?OKS~H)uNAFzUc;^v zSes_L@Le-DN@PChGGIvQ3CUKiKdhM`{6m>3nfUimIYI%C~$u3Ye&_go^1txnQwnG@eFzc0x6>N*6(6&F2Wl#aLdNA)t9p~ zG>?u}da?Ic1Kzn+2ec^>!cUFs*LA&00qYd8$Zebs``H@5&(V8q@!l`8W*hxZlGP55 zJ?>H4&Vc_(AKLgrp4Xu;^F*gHepF$>e7u@EmrRk$HR}%|8{ZSCRuD1~Z-uUOf!afTA;;gt+ zz}fYCy##!xVr`>pSNgya=jUrbL;5{ADi^vDP6I4z@3DYAUeg#)+C(*&&a_5<$isKw z&|wp8r)!7pwids!6qp`Dm001yJ)U-|XGulS)S*2Ix`%8;7vdvauuIsQW2DqdKl|xL z1YF#rS4`Et(v4$$Td@aM1lY~?FJi?QSo;$%=aog@lEVi}J-x#oSX}V~VYL6N8tE$y z`1!Q=lZ%oT&t>3!a^R-lW6rlNy>}^U7_hj1|UzV!utN?>}hAYme^N1bH~$ zY89A;Ci+zGX3CO$cr$G+nmEW-P1pT6O$}xRkP>M9wCg=Jz^ty9wWj)97(~2U zLJa*k@@$O{4{2S8n(8PDELWaY`m|Xz=MD|f_1{!Ukc5{#9o?HU6w(F7KZc5Zn;Omw znY`(VwU-V9+qy|C0J+`hwNF)2+qah%K58N2#}<0`)oEWlhGfS8*tgsH%aq$i@ErC$ zui%YXzy#XG_F7WZiuO*DT8vkBc_-N90j`i$a%HNSYNCp@Bzpo|pgd}hv{(DCHj}Ry zl66#3y1aDBXL`zUuTb+}8vxb2Pq)hdOYivya06OgVlBgBh+oYBXp`lwX(B2;C(!p$ zSDtS5p}Q{Ael(K6J1s6XFUM21z$y9O2MmHS^I=Xlo%Z{LP{s7(61VlX&~P9860X2I zr)J-N`kNa_0wGUD7N^u@xj*N9>}P!u28g4D&`)ABL8>Q%Ra~2x3Vrk9JW2335uQ1I zZl}NOVjLK1GckpA8x^gEczd)suaK)DyJwh>F>4RbYpV^H25X)dx0$yeE^_(k1!iVz z#)8p5nq=$Jysnut$>Bunc8_8#F!1g}dV=En*)lq{T2rXwFwQL*)_`(?`N>tZieJZ; zhVHTH^!q_?)&7vc-PB&A0Y?{pCZz=+QYKF;x9ScFcsRE^+$U%A={fN=DuDAJm)`p1 z_z6ysb~6H z=kaI$QIx(H6$s3kuOSH-7Nq{HNX|U%By3#^}Wkmrjx|3@=8eYxp$X?mOqu;Gr%#cW4GL0!Cw7%c|K8%XTQ>zAPMpKK+`pL}xG;-=|_nbQ>J*9p=ulmcr%u@iI zadhwWLw<$aymdh23#pFqw8nii#jy(|NIbR%1QPd75FvbSua68*D z7k^jHcaJiILfAjT3}?RA%S&IgBz!A1%UfGqo>NW=KaKWY`&_hV!7WP`BE#E1LYjel zf%$s_lp3I+&M{0?Jx+v8J}|mey5*gYWLL*BkGUJoCQK$zrdvt^v5n?3 zOct@^3a*?hH;{ln*OR1cyjsU_c*Q8@2|bX;6M0!RofhqdP)up5=j|IUrI&OQ%?4z< zb8npc z)jJ7vjb}0~ekT*_j2*880|L)fh;JK>E*sC=Zl0NjYUU!D1i%~zYf=KJ5TJgathyzI z@6J^$S=~@z_qBhG)M7HM>Xv|Q#lk&sFXjJf5V~j1>#*~_Q2OH7Rp-m75Eyjb+nojH zrs?*I3hFXH-B`YKa$yo71Jmxmh`$p*aISo0{Aagb>#8kjDRu%6P`S#!wWb_$R>dV- z#ax&4$3JGZ1M6w?iLgXakjFeE%k^J%E4(WB)4vM>F>rLiM3t2~*%xTQdvj(a{NMcN zzFrvdRWGP661~tbAHie@Tbkti6|Y{~YweM&*^MatYE}FDm?4yfWZbe?ap-56r(61> zKWX%h7E~0j`Qp|}aE2v&kxVz?N~Q~M+t2lV$^|RH%N8&WzyTYrm=z%1x}|W&xB+cy z{qUZ1ePcf>HOB z_Q}+!bE7FRt@9D3($H4fB*2z{tyzg-RMeD1{>+nqtT7mK5WrOvG|AK?k7 zHC&s%EQ+H3ToW=x1?T7 zKV9vgYj;<35>cN}?1eSJd>z z-Yq{192KGic2k$0wJ77W?k7oWxj>eXxo)glzjgWL&oQ6(pNV~M#m7P@8#OnB;sdt9 z7y6th5u!?9#P~kuMh*#8t$1SWT42o%D01_kx-W0JSjA##-q8jy(k7>GSR;$f zqeRJ$3KgE#2}142Ru%Z#!P+pJXs-=H(7y}5LL=gja_l_pP9L!bZ7bV;p9st>RSST4 zNPz?51rhu7^G)cGSq~TVe&-CP&q$L$-eqvpFEs0ucyKEsfZAPuC6o(6OG$T*sx*6_ z40aev625sIxqj#Grr{lKAjkRP#h8~t9B1MetkxZ{MkR3BgIcotthY?7vRr@X2!>KN z?tKhEliussDp>Nr<;MGt>TH`HjXOsGnGnu?k;UryPNDS2VVmNB4|!WM0{EdrudaM; z`*p#HeD1>K8~*Y8qNVJlXVGEvgd^WB%^7HbXKb_g(=Pcbt(|D;ZXFbzw32j#n`QX; zURGg~IYD)WsqSIXd4|Lbbo9~X1r~v9Zd7*-l%s7q^?%!$Rj$OYt18%Z8Mb7U-e{el zJ15e@EASZZbysVpd>9a>Q>0KF)Vg^7okUYxu+ddsINPwoUf^Yd*Celr#@*e0cBgZ= z#*#bxCdHQ7eaT)y6Qf=){MW>IFNunW~jCpVd$$7r%Wg93r-Oy(?13`hPgfi#f6_ zxa;O_w`G!*Q0yyoW5OqhRAMY?M9xD9p#vV}>j*nZGwyjpvr7wa1qaPOmpZ!qf$wWQ zAUTX371*)6#pPDeR#N;Qqjuu;!;tr{YHLVHFu10h-=0jp;<$fx=Lc%8W&6u68Fy#& z&o?HIkoq)79dFIY1H)s?N%OaE$G9QIx+w$ybJHnmHeKU&dhCKLSr8%4no7liC7RpuRi zn)z~Ln70y$oQA`CPzkGKH^aFj?ZNt8pw+nmMLW>G9vO;UU7z0y}haZxlfAR zOT0iYptX|;IOaf-Nb<<9>0i=y-`odp2ge*5o2WK3$nhBSTypI{Y({|44b;@$aq>EH z%@g(0!+APbIOwb8xl8~ia}sDYW}HB0JTjG$2c!B)D)ajvImxAQ`J&%!5`=}K)G0}X zw#1%cCZ_gQ2L@q z@&BRh-5;6Y|3B_ZB@~sA!>C*iIY)9DDn(aL6*I$-V>vT(nnNlnu~m+XQCtpfYz{fk zImfZ(9OgLZVVLvrUf=r8Ng>DsWOZd{Sm_1!oy?6H4E%KZ;=uIygFt z!7A|C1hRkrzgvBi_dRbzd07*r@+BgrbMTt zY!L#Msp`wcHDRC^oW5W+sb#8-R`qF(K{6||4Y<;pmM%CrhgOCGOgTZ}iT!^0@vAm{ zYf3$bZ{yu{d)?>IXXo^n=z~8Ov3vY=Nf$R4gL1i?l023gqFW^qt? zuQ!F59XQeZ*{oK_ZJK2nfDRE11rmwV!ov?Eg+L)xhP_2B|6r zD!AL2;*zo|jkNZoWHMt#U=|;RJxnCKXM5pwOI)`z1-umCTOm2_kC9!|QG8IRUk!(B zGdtKi>~`Kbe%-fNjc_4bkG|MxV+Zn+T@Q_sR5G3p(4ZKgm)-|E)m8hNf9)gO(noz=yxwe=l&15}mzCo#Pf8A2tER0qoq#ndgR^ zJagIW^fur@b+v)HeaJ|EZo&LG{*2n4?NcF#D@(y{K)$&7(3{huL6XpO9j-EIai-B{ zU0KzKB4m0IH4d&%<`|MLqJFA z-E1q_tEh#KRmY9Q|8UX0(ORhe^I(?&m;bsgqgm?#Ncj8^pIvW5htNW2u4_~^q7hbJ z;;QKcdo>q7+!P#+`)LPgt1b==lMOz*dtSA6WOe}>h|1qG%%0H<0(&n`@k*t#_@RVt#xBOqHHus{q24dz_fi&kzqaOdg`^`;Rufzhi9Bkb z>7KmDh+|2*U8V@9b3FIq*TswK|D8`!F}Rk=ZIcs|#o~1=50{CST!vfxDtcyrQ}PeT z3_wzY*PgAd{^4Q&e=SvOI~t8kZ@rrT@t^Io2jF?CVJ}8*_r9k6^qh0gLj21+nPMze zh%Nkz15CQ}XbLyWPn@2J{X8!!!aP%Rw;cLsZj_R2!-X7>m9}a=|G)q(^s=wvoG$p3 zB4_)^7X5qS-p>~s?jTc(^eUZtCDGN)Czm$;=m6gz_c7aNB(9{HNEv2a#bZ`pzmNo0 z-in>e?R|+rAhg^KH(LLuVy?{wXg1xFV@E^FqqV{tm%B#>>Q2PXuK+9~4k(PieWQy_ zs+&hgUS|eav?W0TE^R`!K6&znBA>-RXA+9y1H3d^3ttNgtrWfF5~&(AfK(dY{m(jA zn{%l7{I(pIqjrjSrQ|2EN=a&vGWKKH$%k5rJ(-Imi;y!W@ukeCjkmWFtFGc2jRI+- z`}@^Ph}b61pL`H-_CgO)K{sE)8dv2!<0G=dGd9kMj3o!o*QN^d6+kAf*$1QJ6={J{ z$h2?k&uGx@otPGjP^F{~nqSFdJ(K??h^(yp?3cVzIq2xHUmD87e*mRJN=stqzRhOQ zQATAp7&<2GVHf&w1kL{*WMpf72*>gQq_*F|z%2{Bn@L6aU!kw?0}oqVSt#6^+S>GH zcyNXK3N$IXhiBeRNh0Eys#-VLbru6d}$ zdJ3X=SJttYFYF;m|Lv$P7=cadb;nla|3=k3 z*~{EvwCKb)X|Z_DQs4|i4vT}l=Yn`7MT}+#0ojmUS#V)M`dONKNyb%3~2z? z3CXLUu|{x?uS^&akt57H$!slj{2E8l-%SLiD5j%-sMz(JOr!ZSo}BERsHiOc^IgwQ z& zYrzB?jaHGy^X3xBAVAGI^{_Z)EDIoY3n?rXJ{IZjn#7X1#&=JMhK^SZ`LU3+~>$#voQ{pAnI$H5BrV9q=4W}hVo)! z!}Khi6j#%u&b1q+@PGf^mWudftd zv{3WxD>XfC96aF`6d=LfI{ER9Wi)~}bkLMoE0Tf)CC}c_l{oJww1h%B_hi3U)|y#u z;2gL_&!4@>fKCej)8l{D^mLE29B-=y^c?mofY`S{K zzui@%n?Y0iL_2|q7Ivo)e&SNr`mp2bvo%bcb$%NLqVajWY{u_0WBjq}%wlRYsfDj8 z^h8t`nPCG2NfLAo*soB-EejSr#AY^^Tby{rhGq&t$G${lXK!NQ)y`h{@TYt2*wM{w zf9o{cF5c-6C6ymoqEkO;Ww!YCs<(l7$@*weKnpq|aK4Uat)Af)7s02_(*Ne|w!vBa zK;Q^~j+kV918EY^`!ZznH%dpmpP*6&`CwOr9pnT6&guX*(wb$f_WG;dH+~T=${|VK z2es^)M6OIX64v8Od$gD7qE4%(GmSd)ROTz}!y2DX;Ea>sb18=QpOHBb25+3p8UUs` ztk)>-e_jdfX)4zKBmR=vo^o71J0_}wi{LodgJp0jg2iYXTek^Vt!Ft-7o6hqF(-zL_D16=o zX?SIH&WddbMnIA=GnKnh!9T)hNdzdsRAS%42i{Z$q5*ui)%$Jpb~pw~e5tYTRB9WW zM-_a4yXlGXrdoBfHTvIr!Kg2u<(?zy233InY3UvTWTn!CY5;Jc)0v&wy)q0UT#sqfX}tgzdX(cQ*f|O>&#q@i-^`0y!q* zDda53;sM^fYG4vTYEUTN@Zv6a7R#Sf8y`9 zVxi4-eKIwU!CkPCxHrWIEt{AwiSn&(71(s-VJw{GGe~~<#}MCP9fuxCy@f26=3xK? z3C*5Q`E$u^{?Q6fOpXG(;5fV`FK%;m?Lkex25p#WAjnqj`-4!9nH?5`0gDSPr z(Ff$C%2o$ZB7vx*^|fUpK#K=Tw&p>VW;LPv{Yt$@dx{0adE#%+MJc1ubB?}vcnIww>=1x9&5Rw2-(Lv=nXTE*{g-_=OEyQG{nON)eOrauGyQF6 zsUNtNnQ6+Wn-u)69jN7UNL_Gm-3P6kzGa>JYt7p462U6Rx# z8AZf5BRbG?Wm2tQb8_6o;8$HqQODwc^AQs9n&^S%KqgB2#-xzXj8iZe_N6Heyw$lJ z&-xjTISVdkeb80B!E02cm-+s?4uRk#&uSe&twnfZ_}%W)GtD-e(KyHcx&F}int8zO zHhbBbYL-gefBxzX>s}iM)|7GcNQrkLsx|Hw@g{{HBfd=VCd+Fe`6>= z!nAfp=!xI3glidQOI(+)Znws;m62#bl{X8hF_vsCTW6N_f`ENsl)X`Tv|lR$*d{N(WCgcD?gEBry+Q(t`^fD+%pJb0q4(fi;-@MF}ZktfA zRGpcP!Zp@4gEF4$t#hAgW#J@&dJ{~%I6YoS=kybmCO%Hy*z;p58EM+ zbM(eIf*(lHv3IT|5Odb=R&Y_d%WwbVQ?LEW87^X{HjqdA13S4l#tiYXtEf?_-iW1$ z7`I=UR?rPiU!KFb$|7nrmmzygekR$99qZ(ILrMA%bx25b%vl%Bw!{G0N)?*ChKZ!C z=Ft0weN#yUjTw_$FpOG9(^JXRQCU~~BD%Qp_sknhvFRS%&!MmL_-!(EdS}RH4pRuk)fe}U(ghF3F9=BVm%1W>e`h2mC(IxH;;TTEdQ5DMvVaiehq>zXzrSf+;@671~p_^Gm)W$GysxnCkuW8c@93;th_C)DFc462D-<+x$@lE5JiYQaQHeDE*1 zPFK`m{T?ntb3nuc11T3UBuQga6M#DzpLxiu4CRjQ9~CUsk=+YZPt!V}_m%V_mkuB6 zhVkY3uKc`CTh#}r*zIjJdk{9E=qLd=Eq>3!?UlvYv=H`I{bRkg45 ztAp&VEgNeHr|af(da^YA@KC#S^+}RD)IH}ftAlaB!~Hf&3Q_kgspoI!pVd&;?bR|L z`0$5pQl%@HDADPr10*CwIRje*p9{WSOMB>Y5Xj;SY;w$E!X%~Y)5#ikbBp7Nc94&@ zyfOL}r9yS!f>fE0Ke+!m=r*#Bm5Q-V1HMqrZ?jP6o2{ZRY;5tKXy=<{*(~!$Sp7`2 z&p=pemc{iY#y z5Vu=Nkbx8LPrf?hYY#<``#E~jf|&ZR;cYFREvY<7aAdfArTQQg4USR-h15oj3!nYMD^Sk z$na-X`=r^r{D@WvkpC5C>$GL_eRB)7*cjrz)&4G(6;l7}fA<8adss>it333XC6W{y& z(XQSayZmHBU{glM_MqiBxqj^t)uol85t7#Zvb7Go-p5#}1+NLM1WKV~4#$dE3@@Z{ z8QAVwc&-V=wtsK9WGquIFo1v3aKLXsRBpW8IEB3zi+6o#M3}#tyU>Sb-rHqm<~OXm zit;^KYeW?jdboJ{r0m5VR!YjwpKch3$hPwd;bUFIo37411&&GBLn^E26HcDt<(}HZ zQ7@@LZ4vI98MggqrD}^w!B-ipe`n&s#!Bp*E-SQ^L3xV0IFnC}Se)lnPg`(at+8gq zdhJ+aCSf{)aleiz15Xocd&I8e+hxbt+Sr)jVv8L`GVXDSOp{Kru6OvCw&t`ljZb1f=LHg&xC9|`kHBVM6v>rb0M$)3ID=z#fjnNf)^(gE-`2s~3) zZ1$%<-t9d}=+Dm>Es?{k{CUF3FL77gtaFVPCK3BU$UGd-CN{&sQuui zpo2nFX~sgK);wLhT9elE@(r&fDBNU+!1|QgT_z83l23~0Z9+uSrA&&_65qtWkW6qA z_%`%MZoTU?&o;;RyYMGVJDM*3>QC`R z3V_oH2LFhqRB3wc`$AlzJJFst8sCAOjBRTz!7_pB2{1Id|R&zkD++8z| z8TWHddt8egXALc*oX+Xl$J}*i7?z3gi4lf^Y9o4lqfQ!JaK*s~`r=ya=FvP$9hV_g zkYh#+yUk2IG(tT+M+U}IU>>Sxp#~;v2VeO0m*nOo&FT)&FV5iQ4&_G#C>Af%Vo;88 zlu!CN!|^n`G9Ae5UGdDvgr>8#mIHsGia}1E0egc+gI^bHGfsNhEp-ZuTC1+OA;Hcq zw)mhEI^fVdc{*k$=Ph+s+Nz9Nea^3XXpfYO*Dck4#Obvp!^R#dnjZqhF4y&EyAscb zX=2D5N-H+^`b&EG*$uRmYt^zOu<3I265=q#t~-|%7)plIx3=;N_+-YWaj)h|wA5m^ zIicG6{I>GU^dQlNfd7pEyH-&tEb+76nMCbmyKSX8=^82PZadTb0Mdj@UF^8u05P?< zfg6rN5+7)KL<}JL2sV~#GxCJuQ*HUkqVScH*Ox3ZA}q!*!Cp3`Q*o_9&6lT5o3fK= zX~`ui{uYz!-oIZL$8rvnzQ2 zy$}i?ez%6w0|SC}LCD9w7~S*J289%e=>4(#!7%|$>M~;_2YvuBN4!ir+a$ML-1%*f z)cz|*Qr&w_8dbxRf!w}s?T$OxFT+Gcc67-nHCXJ%$Brpq0a$(C#&+e4=TBRj5ElPz z{*3j}JO#!JyCVm?wHPiS_Wh$#7hw7VE#tJnMq)HLEzit$x$ACQ_pZ;br>Mvzq8P)kDOB-+HNxO+qsF*Llj!y1vKQ zg4g>Bb}B)H{eGdvl}hfI7MFuRkHw~_20DP3xmnQUb$eC@D!tnzQB<4PKz+b{OSLH0 zm9V2(Dlj>`obFtqtfj0vz|s1N5uK+E?l$?)H*c=7wsWr}^C4pTTsp-j( z!T99U)WqYx0pqkFS+M>u-{PvKY~rM94^y<}F-b-9Q&;HE^=SSi)6#cztd0 zEl?i+XDfdce?4m~{R{84&9bwIA{$9_tftX478WtujEf#FX*6xTqq&k8_nwNC5v7pu z6w-43d5cIsXNyb$EATZk>GLAY%$Em?`;it&=~+PZ!!33{z;ir=j|>=&975N;=mHTff?xNw%+l^uo7A-sJKQfst2^ zGcPjTl7$1K$Vax%QJ*Se+?kocm7%ZoJF<=W&l>ZB5U0nuDTPui+OIm?ra4yEFZSFh zEtd|734L_XqWt7#i|>uJwJ5g&6?uoFvm^XIu-A%EmC;ToE08Nl4D2<~;-!v5amuoZ zyL$W-fZ84go-9|3hxbQi$WaWP?OM&GhdZ2MyKdt)i8N?+@Tl)0NPF~*%oz#PH=|B? z`^8}A+pL7WU)W97T6xtwkmFgmBsegK)_+eaS}WAR*=K5xw8^fSY|rLTg(=CC%+L9| zJ-x0lh1K)CvlydEWCi)sOGtyPn_sByiLoZbfB{MT_ea7DPwx1IhQF1yCHF_`vd64@ z_T6h}|IcIvw(%x%Ms_b}Y_0jUYR0ZE-T70F(_y~9h#YUpdEq+f9*d~D+=>!oW&TG{ zV!Ap_cy7?K^Ln;Ww35t`?(y8Q$H?rUQ?%L=v1tyuRS|Z5#B>z$ZUpvp{G0!E&cPrg zv!#HLcndt^M6`<@t3I08T;BOdP0X@2{yECXw#LzMK`t!!z+(*OI5}hCCD)RM6;wR$rC<@ElpaQa+zDd2l2DQw^gnKKU(8S5qCPKg4&O*CTE2p7fF^ zBR=*+wH^V^742sx7A>rcR2=7N2l5Sm8u6Cr$#>{F?fO3*9L|frPer_H8QBUI2h<3; z@C&W**A`#7%OwvAckyL;eVdYs8y)H0oz;@BYs}P9*611KZH{u5TpVPT@-|T?#NaM2 zrsE?YqF`3DsBC4I(e>r;Fa>tzC>~r~g09I~TbN71q(ZTLZ0RJ%*V9sKQ zKO7s`QUe(9fUfF?2;8NQ6s|OlKOIDtvuJD_G zi@S5==GWyH;AAns{iu@H%hO%XJ{ku$5Pk4W-rJ}q5 z$A3H2W*o7I+5CY;WsQKw6hhsv)xD+*1#`|SQuoHom__#9W^3u&=7WKV{4KtSSHLz_ zF%prtAr~!voYFptB(IAQrq3tZwZcFHY8`K$CMn?RWW@FEkRv#iH4~TNBHLC^4g!A{ zb9>Vl*Z1~@w;tuJcQ{RPW1Ja^oCj&aJbVNa+citId4DrB`}NKY`oh*UGFqOT0Z+Xo z&?Luj3<0;U*mfNQpd{d-hK_Zx{8Vtu{w@HH zd}pnd*Tdsc@6GdrmzaGxpvs?D-GQ825PP5 zBkS*6s=#JbW zTB$tSCz7K@c}GM2XoJnRU!&mU=_Wa-nl4i8wq19K38S{NF<3LWzCTL^TpZ$y(L}ri zbI;s!1BvpXSOk?W)qDx_Jzq@JgcWLuY3;5vP^dcXA(o9f34Fj^ zH;^r?ptzM(>uE)xAfC302b8*k4$hMP4OPHR+b4bK#wlh@Rw?6r&Z??e%#Nm4&IF}< z?r$2}J<_6vI#}gRTPuvm!5-?ZRSvf@IHbhz>p&!BqUgQr$SftRMB~@t%ybLh#03s; za!e=?NMxr}8}2f-7Z~!q{(m{WCKGpE-qDz0M?aV(L_CFGsc~AXi4qW{eEV z!e#vTB^^5wZ*adnCG!9zymsoRTdreHg%|o$c_6nWoG%i1tMTUJilwGWd!FUuy&qvh+aNDp^1Vd-Yu=4uV$g9bC8)9(^ZMglJnuX4 z@KDa1v+QKPD_H!%VWA%X7t9w&iVvCK|;D%o_h024?O;tG44lLURqh5?2 zo~LA0riR9)s^Fb0hRW5lcd^QOOI!*Dt*E}D4SlFSCB^mp>V9QYgfDUFNnMkQ^I=;1 zt)UW=oq>8oRXOX2Dcd*4q5+;C#t(K?Vv_}9;geV1OK(5d-YsU`I5TZ*3+iGCa3IHA zgJ+wL;}=6d3EHR5}3G|F<{i^q&}2tYSu25f{nX8*UuKW57|aV95{}Y)x{N$ zM)@QuR?02Oa+jRENIG=0d$MP^tyOr#ATvL=<&9#+RQh1IyviqmMy`@H$t= z!f@co8&GOWdBYr$n|kuf;P`UyQymoV;*d|6!)TC4P?$y4m3&Rl)mjYWT z<@Xa%Eq^%sYyaCZYlS^j-@5?EoMVx3t3eR>NVqDwPN0ui={kf^U{vyMz*rG#JfV~E&Dn=|$T_M)@GY@Th@tOZS zZQz;AUW(hXB|t5SW3;v(LI>>C(^WdUdIDb>t7i07z(i*0pXcBLH$QW$7!#bNro~wl zQnX0>PxVDYnz4Nv*0fNOD&dNZ-fS(+^#2DDv??P%h+~=*@TiJPk6i1cu8_U?q8U2o z2W+~u@POrjwicMGVr=gEB(u#^tIjoQ8&^e)|3dIx{!zB}wWTC1>1F>=>SNl*neqqO z%(elWWcK@EY)ASSL3%!w>U8*-E;d^uQ**uLo>Ov9HDXFMJ-0*@ymb&WrWsP}SvS@` zK@{

i6EwTB27Iqu*zojoTxd<=}L)G8JRSs(y}Y(?ylV^4@l+s3y|#>A${!6rKevr8lspw}B2F)4cbzf+R64nVe*-*ISPNl^%5tL3@>)wXd# z+1Hyj`>ly{a;Y-+V|`+c%W|mtlN~l_(h7Q{u)?VItu5EnWH)aA)3#@%u1#v?s9CDv zW#9FG7nu8eOPnwMaDClxwp%bNHbXb!vG?zoft!)pRfUBH&v~6StX2lVeGurcIj$1S zZb~=ewB4%!c48#{$@C7pg+hf-X)RyekfC0`kbTreF>dGcy0h7D#SHdEjEC<;d^Xw? z%K?evEngw^TF>EjU)@*9rMx|r@12~aHQaCtS)I?|ex!N6jyLB`?Jc|JUG=ZC3Rfno zA2D`x46<-O+nMWShau0)RMOF}J_P5lUX)cA;r`LXyln0X^VOpG)X-q%c6ojq8=k|XmeB6c*VRHL)j zlk^JiH2qCGgR*lKY||$OhSsd1PW10pK`ConCTDTn9O9;~FJ=a^_Ttu_cs1+U2j1-r zK^ye=s(SYa!N#lJ*rWxf32bX@-IKsMg!18opy3u>rPj|;`5V@Bi=G^ zF5n3&|Lj61wl*G@J=2t5F;nI41bbVXW=w7fUk#W6+xeIy3ct{9k+JEo_szoAP?HL7 zV1W``$;(-Bk&MM2-Pc=A^Z6u0=Y786Rz%(u*rJDUw}7yS8K#ehw!gqlu@&F3QAQO9 z1UzZy!3kKXKra)%^EtjT9Eo2}3?1r*zG~4fg`KSWg6Ru+A9Cw(rcm$qFS1orctG)G zW}}Vi14){*GfV^HO9`4>*=q?+3r%mwdf82EAQqB2y;E})0f+aaZPn4yO_*`Zl`>D) zy*sL8X|cfRn|EAV5C6rGG99r>*H~zm<{&vCpNh`dcZHOhm z*oA^4lDefq+`6!r#Y$Nvrc**Nf8O!6VEL`6YWlZ%Gu3xPyFakW*xZlFajge}q(TD$2(&bHqKm*Ge?wwlZ;+G_Vc9s{z98T_Lo$(hZm%-kgZNOd31f(5omLa4|8)e9rcEnMD)9Dp}*xzfoCDPT^@XX z|LU%VRQxhzB~0?=u2-fZxA|QA(ZQQ=$KR!Uuq0auB-v^}!|=BP#%c{YEjO5!Jy>>V z9KQo&pa(_ge3M^lG-h)cw$aw4wY6}HybtzRyXyTPT}Xqct`d9$Um;u%GUpKk_vbOLK}J``fOlUl?Ftke}tF z|5%sK3=(&B#^!%WjLt8-=HmSu>m79H|MKNsh_EKzl+2}jDOU8Ad4zH?#n~lPu@*K) zF;DeHDv1D)MgByBYzaNvP}?ybXgFRJ1YhoyGXXaZu0NQ6vMG3s-(wqD9&jyF1Sd89 zDX*|#JAf#?vyM1F=lL-rP_B*9HJ3H_&QmM--_hKwD!WO87j+%OKkfq9bDk&86>C#c z@Xj-g$R2@Jm_eXy2=!mWFt9>idADuN3w4@tFVXczG+*u3aGR4|xo)LWPW!a)Y&;t} zjWVV~6*cS1$dBt(tlG`n2_3YR*v1}KV{`96tX5a(y>~>FY<1+Z!`5=DtKA@c^4wm9 z0?<{=u?1Bbo_K7UM>>4=+pr;SZ7JmYgKs7`=&jt|X={>v$LPe=#1Hc;6gTavDp0W& z;+6j4XJ$z9vSa!EPOSt*zPMk$E|AyTic$tl+x+Pl`ejI}70D?N8HzCU_lK3ALK+y% z1$nCPr998}#@1+N>Fwx@xE6`%2;&y_-s{w{TdFN>WswD4$tScw()4Qrm5mMJDkqgI6hFun48rdzmag`|Y2-*iS#UamMYa}If3Ss!dlqd@js_hkXgQsg?diwIE#!0}60?`vmy=aR&IXJDU#z1e+|v* zf7=@OvW#=h?L_?LQJ_EBTXLkW{rh}d@Y4y?*w~j1L4dO@@{8{E^6TX3iMcfIT+b8% zPHNCXYHJh6;dWz9N3~O@_tVxq9$O)^*9ngQ;r7<77G&724!QjNlI&eT8uUsw#e zHD!~`dgT5;6a+g_`kZt~bn9a?vet^*{h{PW;9yXJW^tLUB2ngR(hO)#NA@}Y`by;Etv06wIf`5?Juo|+6*;eMXqy*j^7aQcGy2zvQY?u( zWpTm@+DdYnk1ev+jg2*dlgxe=xfyP1P)t~SLgEQ8ff{p~y$*0Wn zkJbx%SY==j8$8gsHP{ZSaDIYe>a3t!pyr;5vK;0`6E0B zck)yssLic>VgE*NHx=8A+c*L7YALk(M+L-AeJN_PGqi1E#nJ3|^HoHBs9 zF<_N@{#5g5wGn}u7`a+mogcm29%KU4h5PKWcaAJ?isZ@|&NLI9vIF7DC^s;8g*6E8 z-$`!Tt#U<& zrYDx1>W_#SQwf`%Lk3_sOFb(u#eZ4A1>458kLfHU33@HPKLQV8_p5{hHmYTqq7|Ke zF8|xp+RERjweaBJ&$cOldL^x?7W_ZO#CGQf6So^WpIw;r>L>wKlw6_tbE8Wi4W5EE zYjy+=y?32o{wb7eeYbQHBIl<<&oEr4mN7Mmo^@6}f%0{1JHiDJCF8kx7r{TAJR^NY zF`XU$?#A7bLCCcrfMe>d@g>*;M1Ctq^-^7+kN?GS*Pm=8Fuyruj8BGS>BT;HsYXuP zP%Z741&K!a0>y^joVGfdxp{Lgn|RO3HXV~FO>XGy?cU$t-`d)e9KWticavkMRl_ra zUj@Lf?yKl{iZHgm75}%?qch0wDsgqK0(ejm#4Z|GZUHXXbnwdDbcp7j3~kYfgVhuV z{2E{3tt0EbqBTruN0$UoZ7HTV3HFJQ^Hl&rOIo(}DO>71zZJA=Nn5QQ#a9P&-Awsx zi;N1=oi~(8dJP59{j1`&KABtR!gCu%1iHUhLUdjC%dEURO;;vaWl}r+eNhRi(Bq@S zeD3}#GVrcST_i=YBkRq_)c)@!Ee=LnK*e5S?7JTu0G2wvlhh5x8_wQ?nI4LG(mQ5Q z#jgm3!%6PR%Uh?Dtd;j7VPT~a0F1xr{Ga_ST5qDOae3f4*PrM`7*(cL2*vkR>?N|5 zhIVyL6xcqqUApcu7tUHdf)j8-QfllD2iVf4(2(5mzO=wRrz~#m@jJ&4(_V-p6Q|^Z zwe9UPJw7cO;!OU>=Q5M8W>!md6=BX{=cdlqc=)5cTMQh~|l~+v(a4 z1nVeaU4g)n6)99f+Y`RD^BoKo$VcaSg$tlvXQJJ^#2O$j0|y&Oik(}T__|-zGgx&1 z5KCPCkT^H^tsOA>TV@&d1bChNuNoQ1qe4lI8B21O5)_G;6{AHSO{ zqe0e1HGcQ2W&I1X?7z-D5%=69x2HL;)M8C3g}lb%*tOM(SB3b426qT#I~AVakH=;L zTr>%;cQ=CjhL#_y4+bAQLLUS|HN%=Zs8d0BqfMfo7`2+rd^JKZffM$6qxcFscO3Z0 z^C|J#78J{Vh6xdL_;4U;NyoaGttHJ)P}o)$_cxbXcjAx|aa5B13&j5AWdBW8F=?Mp zsAKI*{!du&VezV(%??&X^2Yn(hbc1GUae@H(&)&$q^ZPCRi*x5p`Y z68|Cgla@`j0^)7^;;zKq+3CZ>FqXJzMp^c`vNLK}DU)(bH}KjZ=(WA&%?pscd5_Ca z1#DzZl+4a!91{A8sDm4E?hz7&>Pm4_RW~Eu;U>z)cO#?bj6rATKEgh}6jNsWF;OGi zgvU0p7|7W*mhaq!#r)@%%@0qUJaOXR2lvdM*P8ggIdzKi*OEmE9j(Ca0(@81REj>2 zh2hu#-{NqFyBK|W3!f)Y7QG)w|FDo1H)>dXX;xJbPM&uN9Ig0?&J=2Dv-YVr2Z&_l zz3n`)4ckIDkoPRygU(b$&@7$xjZ9LS583A&^byqpXZwcFIXV8SOSE6?$-BegX#L~V zcs1G)X#O=QBRgH5 zVqEb-(<=v%hDo3Bd%bH@EA?7gU1`y7)@RGZwLJG??9(SM&B$tVkzB8icWJbWRrqOi zI;H|R?SZA>lFpwjqr|W)Z4_}LZrWmU{$tGC&fCsarF7@@BC|5BkeT!M`i^3O=5VFy zAX)uDQ)oB46D;D45j!NOS*c8G53P7zvv%X~a8yVQSC$u+&52XZ8*ZUrf#X$4z&TV^hvF4o2cLmvO0Gb&HB6Bb7e#u3q}#NOT;hMxb0H}f?<(WM021P zy0Ti=5lV%OXANxD{O*rd$2i;(@TpbygdbSUzQ2c&avV*_kEURVw%UPp;7C^zhDc>D zHTH2DgO35}z5u6v@?)V*-8ZRf(6ABJ7l=}pH~M^eUF8wY6*2G1PcU=IO_SpmuJs>m zc0=R22mhF9IpXGJq8$&k1h%hO>~(IUtfSlZeKOVrD`Zh445!dRm!vaS7*7`DHG%3n zxD9~=o3$CY{83`lVG^_UiX8o>6JlC)*FTC|W7niB+URI<%_ofPx!lZ+*rh$#xO| z8woG9ZI^?cLYK<6ERUH`^0^WuUKRHgc(1t@&f)~E;xXEhyq z;~iW*g1j8+vJw^XtQ7d5iq(=_%FsHJ)VWyyWFJ}l%O7DL)D~0O7B)GXQ{uLCH~5}8 zKcV}q$H$MkpCC)?N7;*)U;0peDbMVbCQ7l34V0i*XhgBI93HL^zrD(d<4^Ut*Tt-+ zjSBZph?v`rybtiR>{fS;!wwK>JSx()*GoF!tdC-R46>^7zeNh-v$eaMao}*))-zGl zR-8GrBMx*YV3b%%=0uuK)cR(a^Qc#KjWGxuIVdk*Hj?X?~rj=_Bqm5Z#`F2`ESliM#9GPc2+EX|-hz+4*)T%}(A zi@vinzUTkKsM*ec{)@Hykk0#;Y3$!Ygoh1-vgmJO>_qQ5v+9*J1ED_hf%7Vw~54-sXZH!owpdZWRnwx(`lPPdC_ zHx=Ur{s@1K|E^s7Y!iSIqeG}77RC6?!teyne% z6gR@9VLI@TDvUWi9;i?oZ`*fZm;I^O8|-7*{yWh&*BYFwYbLrK!Tt+QrAq$us^OMoZ!CD*CVG=*L_w}m?7#xDfY>SRU zTi^8t?)}i3RZvXgH6LgFbGyYqpX(r^4+JZRBl?7_K6~#1wY40{{{K*ug3=32rNk=3 zF2LoI@rneV7`1t--IL;c5hO;jQu+5@@=~y>8YaI_8wZW5GX0geq5ul@Y>trD zR;H_zY(ZfcY-9;WVjXKXY3}p#;9jcG-wDq+Vo7cHp*NLNUfMf6y(QlHQ@vSSWg4An za!aWHEFWW3>QFQ6`zzt_hk?-b)e0xpX8ny)Y=0rr_K%N7-bul-<5t0(M_+&mIK zML!RWlsPQ|w`^MgQ1!#qMZ$-uEInG>FAkm*@SP0WDgOh?;^oZ`0scC4ez-aPTD3VE zdg2GSq2kjQ<`m58m&65yPpcA+tq;~3q)->giUwICdTqXrMo%y9vAQ<@N3UZQnhJmk z&XZ3Iw8*JE{b)&P$qtURlq1$!i;1GwKPOfsbTizLH(SbNf$-C$d2 z#y~CW)kEj=25_vTWg%uLG~o8b<{uNMYmM&F24s!{nV7k|{rs^c|F)Z@=2nTxdty(* zz9l#)P__RA5G@8G7BRfVju*yXM?6S>*nOh4+-cuVf}s8#+$9Tk<(7rCL5H2vf9MTX z-wmNRZlADyHC7hF=$O~g349!uY_|y%b~jKd1a!K?Tl&|eAtLx>nqhya`L4Ng0jH~9 zG-7t(WwIF9S?Q2CLk#e2+I>|#0De6ZxEok@2Q8_r$jeZk(S4`&6HUKLQLjVL{&EqO z4fOvX#@;iK%|34b?xaI$tEyJCb*a_TQbhz^=!F_JB4*V{OU)oQt)jJCdxcUfvDHk_ zS}~K_C3X;EL=t;G=k>qu_s{K3-gv>8^Gtr<<9i&RLs9a(9veQ;TG@$BUXWi0#IZoB z1Y>ryY+m4LZvMKc0;&s#%Rag)dohig2JowOeCS(ScD5|>eA2LlT@BmFRrg|?rKrE_ zbvtiSK8NRF+^fxPNZ--w-Qe5fO*Qu@LQtCm;HXuplnp3c9Kz4wtDSQyetE;_)YGHi z@8e6oJe{V5hQWdsto4Y>%0RTM(LSYmb1!t+l&*gex%4OVqeB-I^Z2N2_B^_(t2X3` z+w|3=)NPdMFjMaw{vXmXIq7!MmU`m5jGj4ya|$qkEV7OA+rVVwhSDd$S2}}jl9nnD z&>llygHIVBYvpI}?M?oqTy@_P;5MQ|7eL$kxte-QivGn^izNwk1dNMT88%h7iK}~V zxwxa6w>vtS|28{2L7=gMQ*HgAlR7=eAJEu*jIK90B{E83mdj-Z7gFV<(0?z47EE`#e<|O=%&!xKy(t>-@6Jmaa2UGouC!u z#HFD3T#`rNVVSdZXedWIinOxO3so(Wk)?V0zv1V{tbrms7IeAV_Y7@|l$Y1#F}tNW zxcuQ2LT|}f})QPwMPdiFzvMzg^ZETd*xn zU6||}i0sz;EBMvL$cf2n_q%pm#v$%AIEvdoIfFUfllbkeLiX_a1p)dEdx*@%`;?a= z%(=B7MD76PU~~}hDXV-h#IfROX%2+*(9+H=J~vBE_~Whnk|uNxjxM(jbgW4_1g8#$#x`Y zvUk5uE=i49e9|A~*xrO3j!(?#6XWfQP_)_`UW?Nj%6@@?#~Zh!4_iS$72R_7UI`38S&~TS zZhM>0sQ%F|&>{)Cy$^whabI|CT5@*W+8F-9>PJlv5##g5LK~mmui6OX&tt;OrKine z=$3u1ule)nXmj6X@0aU)Hlk8gl4l)T2=fku!+l;^A(a}4}!`*Y*z&C-EZ?waV9#85N>meJVD0QfksA#<5 zj5eg?8LNPK&*a7p^}dq3_iFCVdM5^gS!;>tuE1N%;B z)nGD4;ZI@dtmEyKjdPH&vLe9f(qt3`)>6+j_&dM6@K0Fz(Me^g@n@W9-6fAls* zLv3;Euqt!v0`R5Zn|Y3XU9DMz6K|}R`k$+Np;s$xU(0rD^q;$NQen5itsN?f1lAK>?Mq{xLBE}yz-uJy!d(pPm73)2>_l4sx zkNrfUPCwdXP~m2D8TK4{FMTHYp23URaWyqg=Jb~Ivqkor^qCWukqhO&pUHXDz4X^; zZ25u6#BS#P+U#MwbuFj8r$XQOP4Xpyb+;QrilRlITC^^Azx@f$B1jf1*vYoT1W?v# z6TIQXbL8KdR1T4U+$L(*oYKFlxyQd*lM7zby}4I+HAq2<6%~`={z7Pn^S7kZfN{E9 z%7;%RM8@rbK2edLSse5@<4@1VdCGU`$=8$NlrmCU#;iCW-}ZQ~?w%Z`CwrFdA@wpv;+j6Lwl!%@* zOgp6!!+7DoSeI=}8a{4auXfDD?E*UHH$Oh|R06haWk}XlBC9B|Q@7@mY4F5mRr5C9 zSC*C|m9DicIpc0)_~RWw)v;2OP4a3wk85bitvJ8My{$t1^%4K1Wdd*^4`!XfKVH2u zDttPgR92Fpwc_5a5%YW1#^j4PR$14K|>86=OFuhMv%`#AL08Yrj@9KC&w~LM}%P)HYJrjWi_jNZ6iZw-ouP zZMVJtrdk_PY*ae#NySErmEMq)Igik67U8~3sK1d7%RQ&4dYR9Tq?JbQ>2jnG z%bfL_Mr=98Cf}hnL1~%e-2#w7cxiL0jkP$hb5@Bjo(;Ncit*KFQKh6uKkvN$JxmXL zs^nrGGTP6~IOAlU7y5v`^yi*r7C{Sx+bYo+vKyj=)2Lktc@Y7@d4?g4U!ZqEW`GfN z5m86o)d<8W8^UjBOBy6uB|MXcTGk|$Lw+s4$fZo(nCcuc*1^LSZETIUUC;0JJ+f^% zv(8*bwgtzM{4Nze)$1oEKs*;(5quHoa+{Bt!gO`An& zB7_zRWsaDyhCa5Vk^ZsXU_Hl~#>L4FWFovoE8!6aZl_A=dUEliAIQJ;`VsnGO4T#g z_a6GNFh`Q-!n-#^vw0sG;=^B>90SsK<%oP$cM_7)yEHHO&b)Sbn1ovXPVL!jMJ}d9 zzx$lZK`=dOx;wpR<1GJ{-U4Dbn3@GT?mfTQN^jpQm15l<^;whIX#54LNQV|hhuq9B zTue405%!e=FUT;*LTN&g`)6Zv_vdc=a=KXx=}wjp@xF5SR&2&2eu>BwZ5xY z@2x&t;W|EX!|m7uQVL!M7s=p}?kW31RDc3;dp9f@S%T_PJWnBS-NjRE$e#~;mKCW5 z3&mZ6l-E59J*LIZ8_^wz(;uueyzeXz#%0?2nzmcMG44C=Y5C9%jjFncMH+`viSI3E z_L$=?hbWj=>8I^R{h7$Tvi$2#`f#G|ei7fk!%gOiiSlo&$}JS!+79MXSB~IT99d*n zj>#dw@n_Ve$)LSXq=Kkni@-5Xe6hx726_5VeRoLKF;q?}41j{X#!cM4OSAVwE{A4^ zaH-5M8iYN1@OM9ZRsj4^vq}U5Y!n{p=!RlzbP#p|#tZvwJ z{^C7h2UE4up~;U;3YQW)_gH`$qeh!+^9pt4mE5Xe5eYF`dUz7lvSeoWhw{blO~Rb1 z-{g0tbBUyJhzCM*sC%ebT!_lI+J1kzIabikEh%n(u=0I0lJV+cDn7Ac-(cDF$tKXf z8R`3Y>3KR^$HBSw!uAu)aPN`6x&k;ZaCSdD|B}JvXXg<0=uNLuJfjf3r3u zL9**_Tw}25{C?!lE|XU3!lLtQ`;>e-eHP=Nwqz(h3LstzMy!w0zt0U&anatE6xG2H zG7`?=ayU0h+l($`Abl@3A*?ex-==8)+8mYD?Hr^A%9-`bhAIkvnL;x|8>8dho6ATF%Q-H*wiblsgeB(>>3 z{I^e*-&A-T>L2$6Sbj(fNFA1-{6eR`(}(tsICnxLjb_K^8t%F*?TuF-L9b;O0g(Fk zqA_l;hq0KmZ0UuG&A@k!_Ws5334M3BOR^C|pzDj1AC`w*buuJSCE-X1h}Ii;DCqnt z(6G>lX>A{W|3g0lYgfTJD68VyDYGB0Nhw2ZE9WrXN$E-Z?)R@68VW{+9sZbo4f*t@ zzRX!7*Y>C01Cdd?)bqM08_#_9Alw*Pk$!kYkW2!S(JUVaW@d<0DQA$nt(z{(Ik)5G zOU);*EYJ~2azc~;t=UE_1A%t?<+Ju8kb?T+YN6o~AZC6Ms}TEupNC0I3cmgF&YXf> zg4Aup)t-gZmIf{k-$>buChd#g%Yu^5j6bz5X@`ugg7KIU6_WsknK=J1z>^6Xv_@h@0KkOU*73v^c1T%a4&I*gP8>6&EyuUV>K%I1qtU!t&>#!nc zNrC(!O;D|z%ip$^ZLZ!|zLvtzS_6@bU-LXf&QB=4H}XACxQE|&<%Q}ba_wd#Y*#Q0PZzhc{uTqPqSL&tXpcxD zMmEY;%tBGI#-e4cc^%h^vSxFagNd70j=AlN*ci{#Je=^Zr?6eZNQ^6hs~tqkcQ(8E(iJF zRHZ^@#g3kfPFB?i#dmIF{8Q-mDdj2zM|TTyyMCvxeFNYlB>2=PsVEfN^9{g;RK!tZ za@R6rY-bfm;7%&dUMc)z^O;f;nC&0k3oMPxW{E{>;i9z7IaBV4#X((|onT&+%SG zS(LfxgiOtoj1)wQ_VEvQ1A&InoOcs413_Tlee^Va`A@D!08DJ4uVU?JR8_?MI(`-A zyIe6=t%O+W-=(-`@DsY0sJ9enwDNVA_>7fTQ6g|x$#*)T>Pwv<`--CE{}NF$?Pn9J zAh)iOf5cxd_~&=T(CArx*-?(LVBB1~d61o5Q>9+*OQT%ZBxsJ~Xlrv+wa{Nx)4_J# z2bVR<<{o;zn7{V2T?xCU(e`?R*%{^Hk@QjeMGZQgO_xYA!?{C?}`YsT6yFv%aZ zroY^`yyNL`X-0Bbt#160lcwj}PrEkUn28XWR#VsbYk%_9;Hv>UfTI_&q0(=dd$Sq$ z^n0G<*LB;s9-|L~4)exp)agfby6dnAZg}WJAan=uk!u@M$?l2JO(?zgE-bilJbUa* zQ$iot!WD-hvAc!}e?cXR5>zhojl;Q5KdB1++$E<8FWK-Xv-Ood*dxj>@vP2l&C%UH$Zi-c<5m{o17{+&E#x%nN6{Z&^<3hB_qehhDM%>{}yKQnV!@ zr(JY09P;;K0rv6;49k-&sFspGzv)F-vWAS--ZCACrnzsN-RHscda!D*>AQDF!AG*# zJ*@4Ueh27U<>u%vKj{?%rLlwek?M)M9t*pLlC2np%PtVCgW$lnZ`SPgH7}>a;|v$L zA8>dmR@jZqRN6bWku!I-Drx-UknqRoar{iUplgNZVE!0Wk)aD|!6oqb&L2xo1E~#Y zu>aTt&%%WQveeKK@5WQ}pvJ8|>xMqr5nh5`K69%3G?Zwbo)Do+e01zR1sAfE8-Z?B zv)Kps?x?Ug;c)3gzv-@MLIMG3Yg@`_Jo$UMvKwl!FOL81r5#3q2pqH9kfU{RY)#!8 zr?nfg@q}8p!DD-67hDnlS=9Duz;8E}ZiADunJ)M6$M1eyzgfZQUx9{3lM#VDdn6HY-HaI-hax}CC1{218;oAEdLGs-O=Kp92J*LtYZi?{ZV$sg&YR(h*==B?}lR zOZK7<-T(#qJHX>3r!Pk{ROCr8JY%ZnI+2i@RN+@t#9g^TfA{6HCG2I0?JL{Ej(5_U zr#E85uJ2gU^C8*dI+x!Iw|Tf;FEiYC{?Ic_P3f*fQFu18OXE#517b>hX7!~iMUPU#Di&Qq6oh_Z}`iLYQ z`la`%779SqAnV#zkHtZnTlwO0Q*F2 z{*o4O&ivi`AzGcS>XG6`TjwR5l$b@1A~F7bFu<0JNu#xeBXc%bY9`${}Yq4EBe<0uKy{%=tY*u^X{H-tz26K4~=LCI(DPE+jm=h?~UA|;^Afj7S$41q)nh4MPicg-IVZh z9McGla#TF_$p_P3EkRr8*l$t^5EJ^iw)QJv>EHWA&Uw8~G1GKDqSoK3*o9w2#It)& zA$M%)tzUJcxzdm`w5DNordqVFrm~SIddqgzfWB^C1u|0+o&3BUcKCI5fTzI_$!j3r zFR$bx3!UI^g=>fHvKglkN9KOlGhJns@J;co4G%BnLz(*)eRhlI-ecZUaYkScvkHdaQ33}`{%Lef31DvDBa(QO46af z5*N&>bCXZ+-6s4dh*tzmHrk77e4tYnZ(zrv^|SWA*PHmJKlo`{%Jp-fex&R zl&mEV35&`KN{W$k=Qmp)3XIgn38j~xz&{JVZ|0zF4m zb0G;;8GPQaeYwBaqm5K|dfrh{?oE+RVz?lg?$OoT6GS%Y*h!8&nmA3Z$o-bEUU!-y zK-zL3t!JB6=VK1_%zN6((j<~gXB}uE$uVoU3r*zi;^ilAjQqpQMuULJ$2-`S7J;$& zrI0oMQGQ@YE$Pk6V?jOQQNz!3janBE79qiT1hPir8z(Z26l zRrPGk@$Y40QpuAFwF>c_)v$>N0u}^|x)bK+=^cA!OIK@^M3HuXv6Rs0dEjS-!M5!v ztjGu;y9bL3I+Hxr^t~Ff7iZ9Zn>Znrdiq?0o`5*Udv*9bwMlC`K%&+^?l+=ruXpCX za<)b0_jdGbT;<^jye?1LB=29rm<1hLloqOc@%Gx4B1@!uRTq+UfSaLUSVa6zjwS43 ze-)QYHbpj7Dt#qmyOV~_J|tijx8Q2&7p34sYSIrG;Xj$K=m0M2;+?rB~gj@$;_SJ$UQf!?a@fsE-#4z~Y&rfU zaBuQ><0mj z9CW-@p=F{~QUotdDpXpm8XGda9yCB}Ls=!@=26DwK_x-^O+F*<;>axm^&YLe9qw!+ zVa%~~?+Ku+Q-Qgb54n%{+Y)qV;BkC_VeeJe>q&}qu)h3xMc8O;*bxB z{k^*$5Qa-8kCykmry+3iv=%3`($Og%rD>&djlkae`<5N9>5|{|1?S{ywYDNZzB4fQ zW_P!drwF&t`$~xlgz*MDDsFeQx@-5n1kz^PqA}B6WpbaihP%evXWp8&#f_g5RX6gf zKL?eL52p=FGHto;OD)(|`u`BBxo^fhBBx#LvizdcQv+4FkjQ%)-^3Vu6VMB^nYcc@ zodZQ@7zYmB`Na6u>|e6+R4*x-^=)2ENfTGp!k$7SdR7*?byb$~;5fE47H=R86b(7W zSfyMWu?bT8$mD`AP-EpD5&?`l2r8(L14;~GI9Mk^oHWa8Xwy;bA-6XNzkM!?e zmY80woK-Qa*YfmlJz83%HqbwNw_9#qSVz&e1lc5D<*C7+lV!r?{#FLouV+r5FZ5Z>_hrPk_hlXK^_tCDAZrff#3)1p9X%TUYtTaJ0m)%_v;8+~p=U{}81F^!T@13=oRrv&N}TFyZ* zk0*&yJQQfBJRR2}^Z+2t5Vp)d&01pU1~_?UH&qVbP37M#m}Zy^J#+8Yw}m=(k9FI6 z&XXGa^zfb8T7lNy*&Pqyn5t;DykC!q9*Omh-r#LX8K-XW zrUcXv*sbU!e(-Ma_b}Mc^GWQRD;cMDb)v|Mxd^?Exg2rAJzYAFq;ifaC81g&HQ1+u zFyhXm(QcKJJT+4psk8Jar3B>~qrU7^i#FZfz4u?-9@y&3b2<&(vTu7XZqwtV_SyAH zMYimuKnz~T)|Ik;vsvT8EZ{1l-B%fXV>()34v34pw~F)`&oj6N`ZIp^d{R)gU2vM% zEPi8L$6s^BRwH69?~@j*%s=)6zZF`!t!__LX8^&=aK3zlS;p-~htr`l3z4Lt4oM~J zLy3^DZ-&hU>wTmVpSz-|A7@D<(iWXg@7{S10Yaej)_h_K!l1w13H@6=@Sj3)~JP`Vbi{6A6 z!S3S^X0@|6@*)EA@2jkEaLV7%w3HRo>}`MD5+HZ_oKI0 zB_@S>4$kDw-yf;d#Md5}-rV8}Sxcs+aHKa5h$Njeb0XZ24gBThY6UBf0l0T$x|iLL z?~-?zlOLEzWU|oVKj0D7`6!1mo{w&O8jlG(I(SnvFx=>CvEWLk(gi8}zLlWN)SP6O zLI7$xjb5M;jrZ{^M@G8nbnkR(b{B5}J@mNQUYRmB@>`!fEq1JiSJVO$nEK0T(__;o z^jqQZ7=K8X{QU6e`dLtXFWzw=6z9azX%mQ- z!9s4xqqHO@K0IkJ_1F<#h{!l-Ue+(R_DIp_yadarbJEauvCi4J!6o3j@wt2SQ8D+c zByDknJ&Cgcw2f1DNs7DIzwe-nO0MAP%A?Bt-}^LFt~>_mnFkr|L#p*pdizaY6d*S5 z&K`J5KNvWTzgQNzx}!Q0wx-K-WfQ$|;YL{0#kDWti3)q@qtZDp-DS(&t-tGW(s0SL*11wi+I0Vloee|h`jPp}uvjRj3cVAnwN05c z#Kq+78*?mp&#KUT#c}WznaT1>ZK;HJ(8Vdxu6*-~!QxjpYwmCU4dzW`z z?(b9^Z5*6;(90_xwn>^KCm#a+$w^!OZ4X`-G(3z5n~9{XuCwu5oTSo*{z^;p*1*#x zc}SY?UaIMD&6Qsmw4CvFFjC8_A=rG8qy>9msNZhI>6!7192Zc`mGrg_jJ(oQ_Wn<{ zoQ<^2I~VOP{jtsmTw!K6%O#vv`vk1}7_)`hr| zo0!v!U9D~{&(0mS2N;3eT?lxZ(sinRNp|jy02X;_8>sY@y_5UG`Mmk5u6`a0nsE^B z5&4s_r#Hj|EQvkn`%H_e%|9S|W8kq9zQ|fN(YxFYR9L4yUPHK8m`dzAjjCKE+~vsN zGK~kUw314@YMJm2wfSzN7W;8bSt?#oP|%It<#3!IlA#R;jigt-M*1U1{O#%%A&E1| z~$w-qeWL!$h*ET6&d`58l*A?uzdHtOzVMc`*x0g6+7eD1ZyRq}kzz z=(lY7uI@Wyy2I;wAYb3#$Zvvt1@~hCAT%PdnIUAX1bwrhC-*G zt{MWo`@k~K>*1DrD%}IkW?18U;+-0tAg{zi89K`h{0j2+O#D8f402WI`N`v9F;le! z(#3f%yekxvD}+d+K*vnqfa);(>qf0!F+;q@u$!gU7wL)AR(S~2Fe4%Iqst_5LcW~+ z(f+FoBN5BN^N6Ve2EF^=^t_95gdq@lLm)YZEGvC8aNwP0`$a6c%x`r5OKjd5DfC=A zA(cSIP=i4TFBDm3Mb1KBV*l3#X`kNB$ol)@doB_Rn5SyaLoy)5W)t7!qvGud3RRAH zD|*xILA1RX|cG}?kab)3oD zPw#Muf{A__)nQ_(XfJo!Noqsfhs&cd7{%cZ53O*H+JMN`RFTX;jAZNc1TqZuRyo&F zG%E8OTqo0dmqbO#4PZ#OxUu@oq-&rJBsE*ukL81H?G#tjN1`HJDnlwm-nKE+`3m}=qYC4Hr<%YXY0{Y11 zMt4X_ozXRMg~l`$;uASRthXKVa3|f9bhH^Fr=bICL-mrWS=KwGIY{| zGMDof-z)XFsiEQDkOg2*h_z|u)_qWPT`|CoH6^+OgLv|l^#XT+$+fjO^U>VpwO@?q z6D@27(h^UL7%fNm>N7JQXYgVt(kpT**K^E-J8DA+8p#7o@fPg*^KjN1J7!{jvw=qW z0RJ~C`fB?S&rEv?KJnNZ42l0mJV91bK*3n#=8V^9x>1riY&coXrn}q4qdrl;z=f%0q$T#`#o6k zqOvY>q~6;EwtM??~>+*qNXOWgOkf%O{HveinGX|-E9qv zDVc>7NL(-8p{2O+{Uzk^Pg8tPH<+hqsGM)DXvvX8@UntRqD-eV;!TN6O}u$$hK8N4 zW4DbiA?8wS?ZJBs8y8$bnyFuPz)P1DLq%~Oml(ESTln5dVNN^v%k5ZraE|B zd2CYHxiVCFnjrNp*v0*B&a=NXCw7-(fCr1cJ%I4oHC3ez{smj)=&K;5>}=VQWRIOy zLmOt~lu(p`Rf$f!ge?Jb4FEvX*k3|h4YON zu$>3d$li92i+{>dEy}-qj8NCo6R^yGf>Ew@D&?8wTJU0graYTe@8_OPY$edHEwFOW zY)Ca>W>T!+p}6EW>$V`V&~cwcE)Gr;%32fg)d-aBcW>u{RK#9i==rY%su%*ISjU1B;uOR|h0ml0vEKID1&Mtb__;vLz!o z))dqA(HM5KQdT+-zK1UQ+Q%FME|Me$%l21${?b5{?WY8h*S5WwAdr5o+2qCe8j;XS z7CV~Nhj5nlF)}cbZ)yihMqnomAB6MN@zZ=c4s%RT^w3l0)5b zT?iG?fO7-3mOotf3->inF|$VZTx{h{P;?WF)h59H>FU~fpf1AS`}&A)2I3EtxIqm46TAvKY}Vj4b0A2Jpxn0R zzIN7TJcOm#2ON_Hk9Q85^$wuk^byA3olf5{s+JSU zPo*8P9i8cFyjeBdS5FT1q4o@^zt4aUWFOMTZ%*g-zi*M3d#sQrd8L%FQ3+?yqdpDUs^pgGohBsR zth^MlU*JRdWI9y&>bZ^o<>OtqTUUig13YVwXpBqc@H=C2N z6Faq4q5f|22ZxBm7P4wG`?RwVa8v{xX9Hb$xJL&f`dbyBS!Y_ThADy#o?{qfGXgO}17wMfW#g2|R z8D59|F{PmM$;9D_put2%cc^?#dc`dgrIvlCr|)@564(r#>{11%+u8|hF%{+H${P~C z5K;CK$dCcOblpjd_H+pe+3D8>o;$_agNioiKwGQ^XK9WHZSZ3=xVX=8> zji!Z_F`4O_(;T6mdbF&#Wyb5u5DS~|v!1l*orsj0$6*~Z$+VC(iP62IU8XZDPibi> zoF%1$WbJp5Ilmm4TCSbZ7)jTMoDm`^f+2Cs5=bvvzn$O7VL_=O)r`uB>sLH0UcyTR z*qf*eE|yQ8ov1M~KQ3?N9m)8{vlgg7w&j4 zca{t+uUo{fBhm#^frd-!B!L2%wl?``S6QrhmexaH3pixxc)vWDy7Ca?k7MOSAMfCcqfd<4?&mA#NDM{Vx@QG z7%^8Gx9YK6UZoso{5=`kVd~Z?CY>X6KD|D9)i{{|tFv4aShdD-r)-s-bXYE?3+ls{ zr~)R>v?nfmYuYdtQLc-N6FbN@5ebENrTl~U0(C6zV#v6bN9o%6mC_UApW#A%8#QW?tE_{s=;OMx@FE+d)y*z<6P;l_5yd76jQl=o))_bg0HI``fOaWr3m>s=;W$Vges3fXG6#LgKu*!~2q zWM!55Cs%)@qs83QuexeI^JpN@$DNBM`2StPR|mx7U6mR~X6R@_&vN7YkiX2K5Xtd6 zNd}$AIW=S6eP<_Ht9WkOaez_mK(bGF+J`bdw*Qs-0M_Y2L1{p3_x&OM|NpT2e-~ku z9h60v(K|Pf@+BQrPpXy@Z>UA+AG{X`@L31wPXo_Px4t-Q1;4)d=2PW07f}C>Hy#Va zCp7NSaJ3#z$Aau(l}EanQQ?d}{YnP7xH*OUjM^||oVDwla2KX1PDbZ^7vdBiI56!8 z9%UX=lJ+?M=YRB5Js3IOvjln^tB<#)j!1?~Lkq7{0ui&C#Syy$WOL_2J(UIjA(0|W z3kzkH57(>?AXoFAfTU+_Cd*^<2@o+`OZnek>={yZSu4W{)?1Cs3+A~Ea)3GZRs)1C zv*nV9dxj;JyEd+TFoqezJzgQceD%io{H&4L<^l=BOMFhdIFhBbUF#CeEPI{hEV%By zeywl-YrR|I<0;SI&Sd`2t(^bFt7GrKHzUb4n4*^{K2>ej_=*lttLuP5h2vMzOl__v zJtx~zqvSlW%I?li8HMYvm!ITmZugY8B--b z?~Udy8C9_>lc>0IMb!5p=lPR+{mjz0Dkzd6-0O1*+!jL8r_f8BCZ;em+Kt;=Z2rI| zLX?de0+*F{{d42vGH~3N%8ZEG(0HK?Saz5GBq;A!o2l`K{n~wIDlfW|dr^>;f zBF`?xpQF0fz5qS7I0sa;1 z`XEHHvfK}> z)jjJ@NhubY1+AHl8O=EE8>YBR$?v{u;BaTJkg+um!n6H$c+~%W?Zd#$iC#&t;=~vI z+x4dro49%dH)q?y|CMWH|1@;eIPRt2(IlfPb5NhR0pZBfOLtCZ=W;R zcqLY65m%IL7I1pX779X3H#WaV>I2oy=!Yq6J#H8YPW*e)Fr|yi^gS*07<)8(zgyfX zassk|c!E^JyYY2tEIzzA@^m}0Lc&3OrS4$GhQX#C-Ak?a(fgh{Vmt+}-@!QwO|k#K z2g*x(I-`RN)=dAI4)q9#=-^jWDC$sHD+;5Dqp=YwD?uI> zk|#=Zx1Th$=mHo$M}TzGQC+JL-n%~aqG$&`Pd z`U5gZ_Tf0#9I?!_UI)fGe}FC}bFjB3{_fg#CBqM7#b0wA)1U&2{s&f#u!=a5ee!Aw z47;^(y}DVhUSIh#tKXAo`PWDCY+$2SaY%Y<=U9#*d?vBRdV)HAD={t7DfP#56d}01v`f`;h zaZMmYoyXp`$Nj!QO}acfz;!8|G_Z4;$Vh@E@v4t1kj$>RFm{l?YLa)e0mv zh4C2|Q6v)iY**$mD>QP--lltJAMiD_I%k-}o2ED*;+OfG67#8-2jvQq(8ckNoU7Ll zUNE~CV#zfrj?rfN-R1+8oAvRf*0;$u{LjSY%rYtp_V(EDmp9>VCJ8O#LK6o@N6p@G zuE_Zs*W!cfcD^sExZdIB*byKp`5DV6FUvkdHL4`7 zcw)ag7KQ?cpd-xzM1FQ2M;&FO_1_US%)*!?Ctz^yY{dOU-Yw@cxGMG;gvtMn&(k9)kTJ%y4r3$8(gla`WMgV zAr%!1HRZ@})YIO4iJ4UPn6Qt-jMm#P_YBs{Y+|1|@*l%y#_E_P5%&Pnt|O%;W6Co? z(TPcLR%|+~TqjY~HhUMsy9AXfHWE{%OU1CGRJ$I%dpa0)QnL;WG|wm5@G9EY-7x^p zU)CPDVUDyUy%$%K8?M~^`gRpBMwn)}9Igcf-ox#%EMl=(13H4Q;OUOt1@Q!*n(1~~ z?qD%;)Kjjx>n$4HhoZ=MO*wVCPuI@uohO5cDwEN(1G&p*w5pei9?>1b^Tm_3zjs}W zGZCoZz(>EZ(eTcD+~<-!L`u+)X^mzqF6bl1L|3H0IUgw_wqDZ_Z zl_fJxV@ioUhDyU$S@84`<6~}WYO4vbhvi-RQ`L5-W6G_L|53P9Qumc|Yk`mM43sh_ zBB&kNrM<0vuc3%N`Y~(ml64K~64MGh5p9Fcqr{3S-5L-ZnNWLBtf|Jv<)qv?RdQ(~ zb@lg#yodoX8zz1eJo*1o_MLG__HW-;Kfdg0ND!1ZDaa`pp!7VDz zw&uXhEv|ClLUVvyD^nB|H-w7}aezt=RGbgp_jBK$=jH$Tz2p_=`8m(yJdW==N?3`? ziCEv|By>^5ym!5N84C0g)~BJN5wHBil@=&8CC&tqgs*|Mb6%RbvaFuqAVjZ!JnKrl zLLf4z4o(pg5V?q9i_$83p3dpuUj2njE9b2O6Nj^2YFJ-tHRF1B6S7w|o3Zx7UkNM@ z-sl)t&veKY9B{Z~A7lO22VS4%1Zm3Td1NTGI98`1ZX73kicJ@Oe-o!5Vl!l@3eI=A zi^GlD2N`Ou_=wEQtb5bh#w6~iIri~4v$~ALwalNY)f~hI1uka^GytY*YipA%CNMe) z(%6brZ{dc<-;*5J`(9l3m6~~bnql1Se=@(;sI{7ZY_fH)fbDpC$zn!jcAcw4gxiZ= z$#FLUqafkUZUkbW7`72>(eV0Qw~1^eBf{nB&KX5E7mtR4K!H9(@-OeCGv*xW1>adM99$#_WMl3%!j7@oU7 zS!}pAQKQVoKb*92u9bLb9n={?yWiwQ3QP&npLj#fb-1&#{_6UK(Ylo+%%j(G9)dev zw>N}!IDBeQ?DQykpUidn6U<91RfVqU0pi4r8!#?W{KTGO_5=6*A(`0Z1Lo3S_6PiM zqnsP%=|qFwZofS#G70Zf%fe}%Cz%dZ`E^4lOL7L$akoGjn^tO&CLeURy?f>9fg`lf z*jfa$Lc4~Y|IAJ3@?=(qq>F*F=Nb21#t#oUeYq)!F2Z7g`OI~yY2wd{T+M$A7 zficPT=({iySuqs~c&EPY`p80196uRL1d#uSm>`E7GGT1?CWPK_; z^OpoDLIDsoxzAtuQPu6BdA_z^RK{T_wSaYy$L%e%ytgSeK=9E7wlD8t*C+nG>k;?o z>!Z%Jdp+|Inb5_~HNlaKEiw+Y)gi7XPrYL8lJNe`5L3TcV@Ypz8pu$~qh@s@J4_(4 zd)lw&)(DrdLp!l6DeTY+@q2u7hSla26!@Q?aB(M%qZ`Z1Xx541=(lly<-nuL4a}ve zQ}Z*e-)|+PQmaWBs&Jr?^b6 z^SfqIy?3j`SrUXfQHq6+25ZBQm9tjoE^=*ueSO^@4u@|*;}sOgTcpTu!VA##XwqB!7sd$Zg=`H57P*D{Cun4+V3Q z+<8?~|6XTrhm<$isC}~Fwr`On>jSE0pk8ykbdf%I^5Q8VZ;gD~B6pU}92?~V!Mk|l z0|;a2xqB7MC~A31RZZMlQUJ#05Tq%^2_;|1F+RN6$$&Hw7aD?-a;>`*9aVgOF^xCr z>L3?PkaO=~=$Q{XaRj!oYO5~Ib&omQ8WzoTUsD)a1#229Is$}h1utF^f*2PR*Sd+) zOxx62Wst!Gf0MrTiNonrXEIyHDAdE-bc14K+gp`t{WDovy=aT;o(yuhmKf1bf8mJ6!gKgZE_o@9wcF10GlZAS9p-oV|Hx`@F(cj;1 zt{hx=JMoe0C>L(GCdhw?58^iR6nG>}J~E&NKrH~2AVzoE*4~BGy9fBe8`e~_^YVDJ z_1IPV-M=tkvux8@*9*&L8s{<$Zs7uq^OVbP*O(R?sESBe)+T3KCHewS!M&xN#UD5N znKhdhSJ5eWAF_M=`yyto&t)k?_L=nns?NkauP;hBcQ2Mv8~l>}8Z2A(?@ts`tX?3fXI^#<+mBDGUuw@)9#cEj#mQZpFcvG^b=aX483s6D#&^!P2-GhJ6(F$7v@)yc`O89zn@{f{c-;2Nqg} zf8S^rsGhxs!uF*e!q&?SA%Jb~V<;K$La`-vQ#L9-CuiMJrW~uO> z*5QA9h+YMb@q2!zKFjR1%1_0V>VX&ZQy_S%W%@%I;9ceD$vr|>@Ulp8PQ)QPVIa-J zl-)lC8LGGDsSnpKn=0?Awh`*F%Ej!;y|5+!l_Pc5;Rj2Hl5(YoKhIqC$3oexRE^$^ zJ9?JZXBj?~*<=eT)Llwq`_}IM?8^e0#k~&#B7sQ*7w-3Wh!lMM=i;Rb=-T4_`<9=Q zb9Aqy05sP=7C)~$`FAHr(;Mv%EXa}lFn*AE?`8J|%lgZ@2c}mO6fD(zecduWkz}ZQ zVo-*?Z%wDeCAzU)Al00?UTY7%d%n%F z;}7>zuA$egM~cstcD)EWoSAui$AJ+t9GSS4dg1+FIG@nH1ZS>f}Pt3#(=$=Juynf2^@nZ!eZZ>iM&Z!JTVjvWRh*sB~olVaOpu( zzmHbcTV0hlPbNbVG3jaF)B{v}-W2YjnMuiecC4 z;)dUt;xDaxuXKXKvxKvRuk~ zLY~B3Aw|jd-yX=CQUUKy3eGeX6POk8Syj^7^OnD7;wd$n_G~W`vHlekG9Ro`J}2v7 zZiCCDDs@XOleyxtX9dfsxIG|XAoFwQ;}(Eda`%@{Fs11HfE&XS`$DG*f-RA1l^Nl3 zRCiZCK^TCBS3_l#SGPGIHy5L0O6L0X9Z>B2RS;!a>CmR_d)TOAcQ6D9KOOw9daFd9 z^?PUc^_JoQkI=h&XkTDdLhx$VB>C^1ZennK&(+@O!Rn>)XY@#-D0%#o8?{x+yU0I( ztWCM|jbTr_{6Xdn{s((`r1eh&@qass{jeMgv3Hcc%=itq6B4bdzMc-$B zeO$ApFkKP;wdeR&KirTKMcB?8UaqBpLm-gcvSc%sfr%WHQwOTN5C;XTUh2N;!2kR> z@yUrE39Tg;PFrJ6x@SfoNrFQL%U`GuzRU8cSziidFYJOuA8&jge43SI>tzr@6t!^I ze@@W2`KWl}bW4#2eBl{e4GZ{oB(EU)x@K$5gX@Wj zW_-6hK#mM!=2Xn@-Ys#l>3KitS~B$aQAD8QMlcIFX91$K7;}7i?@mq=lFeFQswdO6*FoNqD+9%Pfq5;1%YCe;;#mx}h^YDxwzODGs8=^d1VC974 z$?(fWqWd)O_m%(-Cu3PLk`)}Btl51CGv=laH`dox=3eZxsz61eAaH?86f&8e3W;?H#77;h0OFJd+eD>M4%?Zb%M zy%%sJ3MQMy4I4S@hdCW_q$)ZUgXI; zbhCwK=zt)FxH(jZX^DsCE8GH)z|TOhblt^Dm@fVeeEWkdbU1@v^O}(e<4q5Sl&f-lKPLGIU#^Z@4v&oV-c8?AruR{5Vx+>|wek{8)5g8)4QR8M-CtL5 z8cGWRPi67Bo@xT@-n@xTq^2LfmAR3zbQ~>pd_I6V*6@n{MEF(w`&2z{>$d*Q?!W}j z_H3nF(!EO?JKGa_YnGyw5H$F74GTOG!??cdTc&+XSS&N1)R>8W^O~*k(yS*hfO(zL8Mt(gpj|&&_3F2 zY|q-K7y7&@&EpxPHEs2gP)7?YJ3C|N?OfNF3vF()8eDwbbtw*n2Ilk1cF(nPy(nT# zaj3~ubm;SBI41In!bGW#vXlL_rZHk{7PJSS+231QUBZ^)60hr5bB5IH55yCE@^TkB zvkLgre~&BwRc*8{wfC>o7x!YseeuB}IKb4-gk^5UB#=|zpjZM(VqqT?=!q`h1v48t zcj9@eA0TyWv_;J=(zqvgi3}RfXgVAYS3;u_l2nW{bv`~m+lU=Su z-6`vTe{f~qtG$SN4>!n1@$1;iTH7nklz-CzJ)wqHKYCQ4r!jxQP;*%4FgPGc8JQ68 z0r-aG%e9|qi0q3gJwPwx`h_d^k1m;^po}D~Z07a*3|8p%szW{L_+o<) z!4Ge{P_>hKX13MwU3)NsR8K-Ey;>*S33u1)V<5Zk3ky8y;ixDOrYfv|;>^qa9)(i> zB6jlK+MEXd1|Y+yObK&yf*g@k-xOKHV=O){fix?MKXvESHdJ}~P74|Ob{FJg$z-UL z1MDWgI|NXT)`xbX(g1z^eUWSJechZ#tqknyas~989pyC%$$E_}_dH&j0QQPrQnOXL zziUH!v=!-<{IAVGg_o$PDB_Hyr&7XhW%kaCm}QIP7fMf79R;%vp&2{x%SoopzFg!r zpU|q}4o_|M{SeRd5xqD9v=TyAKop8y%!$nGZ_YX>g-CE-fH1Btt@VCa@Tfs=2cy)F zIt`a`t%)==?eqz!2-HwTijj}Yn6+UtVoy))KVP%=74t3j#Xkx$b@XgO-(VU?$A;mb zv6n`-2SRN2l&x)o-yZC2Oa*6ysNXJfwBqk60stPzB!4oYAnG! z#r5kpcWYHBD1l;`$jj5cITGp)>4qv}Pr16p!P*)cF89dOJE6fZBfe-|Z%^ROm_3`B zpf~Xiz1T}rh{$7I$2rTUm*yn6NbH_O`6|c=hufX7#j?Y-7O?a4^9As3-r-wvwY=Z$ znZ|PEYCp?!O5T=`N*Rd+x#`64G5+(E9M=RS%Y}mzDW6*Eh9)VLMEbXIR2Q21 zT~;PtqBo^SwzxAvR%SB3sbqXx0sNo~Bi?F!>H5=TTew>4z^H+7x=n9WalUZ=L3XMR zrDta(wNcNu0)3iru<`r%oh-`Uu5U<9!kCr=X`IOEV&cbJ-Y_utCkoPR_KG8vI|l&E z#wvb$Zg~FLO2t-}SV`60leoWF#n4w)%I$&YEsZ7?AK6wijw&q#r)FuTVZNpq_a6j3 zD-|AaHGK|D*=_rs6<+o?28Q!H&yiLD?a^L}nn;Ry4XYxB%01|v%sT>GFMDIQ>VxLg zf(_t^UUu7j<&+Ou7`8btm1~i#c3V=VX)(Cdr?bBM5H#|q0Dxs|_on^_v;42YBZ@N_ z^_WITfF}yhgquZ6s$pc5;NC8!Q6UVGpM!y2*P0GqPJ%yQ zq+~{SUGVnyeyfplDH|b4vRRFqbL+iXK^K|Ra0xlw+Y9doX~uZeqNq;4G6cC;Jbf+C z9oS<+rE{2oTN~YZSzAU9c{w?$9HHOG7J^XNEi)`S^g<*1o?QR<<-tfW+NMKY_UHzu zsn^ry;9TN~zVmjSJNnZtxawaT85qv`n4k-Osf#rPU?QsPITD$5B5EX9DMFM=kT02z zr6;sH$R^T@MZeQ6RA}72p$p-7L~^-a+~}IC!W(m5YsqxTTCUqHUshl8au2|!^%_d! zID{7LJB6#?G)FPB*hSlj z0-wR{%B+Lb?#qoEZyHwEF~!(U*va%sp)UR#&nfFg2?7z9*ZA zv0yx``=PF2yb7L{Z0FWQE?=@x3Y0nhdFq-1w^?GWziR8o+?;!z_fxBj^mdKqn<1)= zN7&HcV1&AdSpb$7b*M0&Dmqbyy-g&cdqVLs`sYW)KVte;9zBWfQ?^Z};?*2>JAeEW zS?;1*%iHH(Yas;Og`P;|wO=u=9EF<7w+qnTc%2_Q1%`co?!OUV?srBnML|R-Q|9eJ zLwjDws|-Z1!SZ=biyEmQ*Dn^ti6c{`=9}86Md;(+s>cGmT(Ghwj(J`);~>)2O9^tW zcZ;Lc!Im~YtyL@=fxOk@>1k~s1|^>Iq5h^PXMz@TDvxmTlB9g|>2SC2Z6E6z1=?CW zc?!yEj*Vr9$L!h(IB1jb0IHs1WAmC=W(0hesyE)8i>6zZ@eXLJQzyL%qPtOB_K z|CXT|?lz|~#ws1BJd-wR{7j}^>?lq+touF7-kB)fLPd%L+tCGonu-GNB?iGKap->v z%I=4~&84NjNbMk!x7mY)SHz9iQjWDn8lfWpI-Af6*7SC}dR9RAK3Hc&ZP1#gP(Ar_ z8QKewU32jLvXz~qku)P3)GPmnG*|aM&gZ$7y1LPuOWIBA0vF$V-%a<|s21^j^)7+n z&v8ofoOWK`=l`0ina-`-n$A5+625am*wFHktYo(%yB7F6672;(9{)}19_VzCvIN9e ztQ36wc5ey1M$^644o1B)6NAReyfMRm_D!;RQ=t!?yqu^JxU#4Yjr)xDOJD#+sRwK}`)&qo9lR_a?JejM*1+wy zG%)3@!r5LMsjYzjoI@BGhz^7iN{?i8oo-`}yEjjbC(!=6^*za>rJlo}2|2-JpXOL2 z8kMIg0%AwH)h@gFEfX4xYvPa!ipNsL<&w1BF1ZOO z9P1Mw?pG!^?pb?}5`BvcSpIKswg#Ra%~LB+E94zNI62j7 zPF6=-cvrT2?+?UOUmKBQgX6)3W5GH7UvD0pP)6nfZ581kL#_7mMDBr;CrqOTcU*VO zMsJL`h#Uqmz8QU6Y`$$YY1^s{F0ZM9*eB%%=m*eB6WRqO{r}Btk*HzCJWYZFMmKWi zTY_)Zgg0Q-j0Lz^ZF6Iv!czVBW*#!fa&5_Jsp3Q))FpR@X<@k--3qHJ(DvvyVjI1C z(?o4?IB0N}EOB5Q^qIi1zKcgBH1T|0%gf6HM+!}*A=A2r*dL|0FEX5whndNkHQ(ve zJbWxa1B+bF*Ma7*cFTjf($v<31-cQMJjkMmbxZfWEEHlAP49gOHm&oJG7A_% zV^+jFol=|-hfpm9xsiG&P#v7sc%bJ8|?~zJJ4lcGqDV9k{7Lk zm$=0iI4WMZ6n!m?)3XP{v*qk69>>w)cM5!rId$v9j~7tSU_0+b4nF#;9s{^fs!8)<*vk>*P{;*EbdyV*chbIck%~Lz$D~7! zA=00`sEnvGUQYZudB)gpOKP9!XCg@{9@nIL56l1oTFI*`q%Ka0AtD0eRxcbOybgS8 z{L}c9s8+fZh4PP#5kq%0Y-J024)dXXsqtytSzi#|h#T;ACB-~gv*=3sQKZ0iR!)|= zr{jD3q@4KP`=3IhseT$y~O7pW(w{L47f6sdhf$23Phc}!5USUi>x%MCw)75S|Fye z-)+PZVr^=e+ZF`aN))feP_nhGkXv#I#Jxb{M!OELhE^>SqOE;izKJP19%2j(L!9_1)iPOgA=8aWGERWRTw{^OLOSj z`qZJRM|X&iMqZD6+rYs{<1adAbCyAkl-5^`R7TlBk8)t>s@2Bzts{mo?}QlAa5TVp zF~CBF!}%48m?JZh&Bp5Zk2M*a|KLol+SWQK9FnQWT1D)e6AgNmb8R;I$?LjJGRki& z4vw?YSShC4j=71Mf4f1>u`+R2H#HWp+(?SuU=21msn7cL&(0Q988Y5L!(TXLg!r$6 zaQbnG;D0F3(Dl8FU_~Q=i8gBqcZD|VsECIP+eIr@U>&<4l}aU<1Hwj)3DDHwSBPJz zzfBdiKY_t-cL%_~ktt{oi!Nn8E}F&q%6LGgY7~46L{$_ph#8_^6_cpyl@`hUhc*#9 zByErgKDc(+9|k2~&mia!f?R0Mp@?#Nlf%QgdKu-2`ZTu}dmE809nW9vAew_{0T9zJ zNyyWg0zb{pnc}thHORjPW4k}{ymMgLUHv+aT#Dq(MRA~M;2CU1t?VImYE+?q(_oVj zFgsNLGmyK!;6Fc9-fwXR&nw~1^(%Yc)bjg~sK zZh#6C%+$1C`z};-a4hMz_^D`A{`!y6n%7*((wvdz{1#^; zP`O(W6Oy7gfAJCtluHB*j9cbv*j#oSg2w=vW})2WT>OmET$51Ue;Bk+Ov3#7Rm&UV z&plli_^V`Iy2bj}PB|i&3!6 z(KBlL&)q3^KG7rF#qiA8+)Wh*-@xy~KB{$|m)$y8!ljK1ArnwZN?b)FQqfwnsPe&Un1j$Qi4?zILCyHWHz4-n-@W{vk-W0C7MFg}ay zmi&2b&8_ra+MW8eUfNL4U)jk3xWV_yU5@?zj^w4dPG1wB+4o}`vjd3UUoh-kOW2n8 zMm*SdDvLQD&-@xh!=TO!@-gJ>rU0Vl_ zy(tn%J9`#Cpz6*ux&V%i&0yzL)H9@;#;Az1 z5KzJln=jh&)XqC1F{o$z*_TDgC||at#K;?$sVWgOL9Y@2Itj{97+K?r59AH@1^B#2 zEqS4k1EIN-j+0iQ8qH5NMu(2hCWIu|h#psI$*>3)oF^&{c2iF@Mb)}s376YmyF)()gNyM;C(WX3b7c6eQaI?ksj z(Lq-M74VtYWhG+!_v5;`&i&;ebzx0mm#at@Z)k(U@#*%cJgpH0lG1>^Jw5_LD_cAR z+QCbiv%A_;1At-g^vnH&+AX^bjG7xAq@DMwniAsvMY(bI>WB>c6E_0((Or_i*zX@= z9z=ksb14jxew+y+s{V(x=c1mN>%L>HWW%bZx?aM+*W0rke79K4_>NIxgx6_OB(M_v zlWteuAw@EFhRM;&K#SF0bz+`g-8-dia}8g&vW@<`0R1n&gWCHe8QCn_UPh|;EIIg* zyeHSxf)#X?iL43VG!(KKpsBSYrQqnC_be#_gSmqg+v6AU`qK2-+msowTQvzp??8>B zh=J$nr+_O~l0ytZTXmitS1(>>2ivGLi_7N&AZ4ClAk&eK5iH7oS&Xn@aU^{#F_Dtiyx*S6qdr zZdzIU!3@3Te?W+YX7MeWHsnyZkn@rOqq-`$nN6!y&Faf_RcaT3&S9_$vrnT-U4-kvAOs03y3L=BudSrk8i z9e0v;V|`G55nqASYs~d90E+TZO}58P$9b|)<)~!GTVmh~9GG&eO~@G|pD#4-s8zPX za0uq%-QAC@`#33JImKs~BBB)JhJ(?9H7_?CRDrJ@MZ#iw$W&KwcLvljn?Bb$)tkN|%go(YfhwJUms&ac#VzkST zMPY!f;+yE`=*N@h+EzI?gpO6b5*#`9aU%Qvb2ysOlw5S%OheJ__Nmc8Jn6nslv-xc zKelB(x~*I2NsOCFq=^PDWcZ1J?*IcZj{x2=rlCm=6P_-q{%N6bua(agnafvp^9I~w zcmXo`Q0vI@><*E`?k!IC3JM+SR`}7^KpEuS1d}s@{Ii6-37KVTeaQPzDdba2zU>7b z3uxp4;%+#aZRiBv6^SKBj>i2su{YT5p=2gA6xYeTE^IO^RJ4GRxEqVtJ-cMdDm(Y==Z zpXSR20qYdFmLot>q?&L$_%I-YOgjZcQ>%t`4P*HmZ4B z%_sO*M>&EQ0DRN|GW?OLe{n{+eB0dms(jt3UQhB5Q*XqHY~e)Uuw7co>WGwv?N;B? zt<0SJI2n>m@Z{$4PkSidUo-rN6-yoCVKjV2@~Cg6$1bZ8-Rpyh%EnUTtUUR6QVWrq6U$ zS5sT)5@CG69BX~Y$!FzC3~-dowtW&JjMMNSZ|?4Q_bSo-gM-s6^#GZJ*W%2+me!z@ z+a^Q5tcG)lr0HKv?NG9M{MJ+Pa0xg=+3Q<&q^%!T;Y$nWMb-o*XLXSzx9n<1kd(1^=xnM%Fz_7uOU28=oDUZve= zbAzeE(T$*H5lp+jiXR8b4$^3xcSMeDZ~$zuR>Y2ygJO+tJc{NIFFa;2ZI^ON(|r&Q zgNUSrEv{F#Ed|WqTOJ1SE|iv>k$YpT?5^<;Mz)E>Z$Of)>x5S_`As(sLfz`G#KruU z$=%0LOrO1ip835s9v<}X_2jIBigu5Ht6*uCKqs&E-W@xew0BMCaZ0q?Bo$1ns=zt7 zfaN9Pr_zJMmEurcWrCrU&geeqOUX6CtGB`B3YA%U<(7ndqNzP|7o*UWy&ryASB&o5uANRMk!2E4tteEU}V%kbul(H)Nq2NV@dOxk=k zK4+5!4fm6&Mk9r$v}-4y!Ik`}DG}zBd3C&3NxH9w>rk7hm{{+V>dV($EpU$~WclMh z9&oh!mj~oUv-=IIP}{Sm8N=M3=4|Gi;DlObt+=C_q@sF5aUR)nyMoI74*>)9reo6d zNSJt#nIojho{+T{oG)ytis;`mR1=LVBQ^Om{Kn&b$1J(V)UCO!O>OZ%-j=Q-Su;Mi zwzjVvra1(7QiCD;)~*UNA)zqSZ`@v_s-n)z#P-^qTy~w`#*=uo&~KpZng-KP~%?qy|7!RGcN~bp6|(w zPwMGshf-S8Q)`P_(CuS`?B(RG}p+x#b?xwfz(Mno>+2f8K z22n~;({RMW+PVP8?4sxnr4ezY z^YOJl4?tMn;HhC1{JUDfr((&L>rUav>OiJOJ(u2=ew`5<1o$ieo{SLrPVRcgd`E_+ z6{GPM*w2giMM#r_Uw5x=Pae&kn#agqHb#0?CYQT6bmJFSwC90zecE9dZP6DFx7*LT zLO%84oR@!Oq}F)&c{cEx8sxC`&c^se5N|P5d+e7Z_u6@d%dG$K6Fb4P5AnJPnr^`@6Wes;6~k{GxDdlfv%Ae-ATLnJ{`Kq0bx5FQfA^KD z)XPl;9gha2IswhZVAHD%0J~d>%r#yQxPf51exIbx|c)p3lW zT@>sV(0amaqT=wTEnI}Th#@db!laztBvmv=?lwBeF3&v_MAmt2oRr3Lt9-ci_#LDe zXHv}J9~z2R5%51M{aMbUy8Q+5RIoNo=Gwy9PJir&$IFQ&Bu=&IKL*S96O)H&`0YQ* zt&l09T^mpbsF4(KSfuMzGQ3?@G zOH1-fi|Fef?-k(PHePmV*1_6f=xed0r{FiqUdLHu+Y@N&YOqEJ#AKjfZEMmh>XwpY zy-h=l!eGpJEWcLa&(NU{ZFBc{z9uNV_=C?YNJp2U&5DGh0(*&n9iW@aIf8vhpo}lD zxE8MFJ1I>nRJ32F3ieu1>jR0UJ$7>f+iSGm64{*>KO#>4S%v&>pGRY$21u>|q1PJE zu<6&gG!$6u^VYh_rCC&U3Y8Aj{6a%6exP4L?DjTb6L@81k4PH%+e23V6W(YA%Dl!@u= zMF`p5AcC|Q@tW!e3Md?FBdFyoJ7ALh&O8-y$dw7@owt<^jBKn?b)~*=d4T)Zp~^tZ^-%C>DJY@7rrlGc)XmA2k%Z*R)X1oD%k!^N_OSP* z&lP~y@OX-4G%>8D3fsXa!YWtr19I?A>jGs8Y> zdt3F_EaxL&WlPGt#k3Ek3tkEcuMa{qTa?;zUcmly{eED}IVX-3t6U{$FAuKQJU_Xg z<~Z+d(6)YJN7SiFKxuqr6gD@*$8lu%=f;6@kAc{u<5KJ6Jj_ffIq&(RGB0cC39AWL zgOA2E+IaB^O@)dR`qM7^Mm?Qm^xFgF$m)M?w{vPF|&R7g50l`k$BUa;~jKuYaRH3aF8#->v%A z*PIn0#MT>i4K*uMsSrh8jOg5hpZSM@56bL!r*VvER>~?qqs=Rv@-~+nCu(jepr=I3 zC^XpQcz7@d5-vZOGu2{VR96%MQ^D;CiN>#%!amN;L~(kmnjigRQfjkAxwHWMM8;su zY-TWEMnfOqgXaCZX5ll^xFb`tC>(3d1zpvp+5fr1wKFzT4_L?sMD;gFTIXUuhx6$G z?1~GO3l52Y*;B$Ri;McMlyQ1deVgCkV=Llssh=8?D{!a|(mP&B^M59;Bp;g`XDn=C zWm7)(K4^|_IWP`NP?HKsqTxg=8DXso?J$}3#P@tRHiNCL0Pcb9jVMnGTjM25_i>K3In;4>hqL<*hKizZ@0^f_1B=q{Ow z+SD;pgABB6?B-C?W^(?Ff?j(6Z9Lo!ycq)~3BpEV6jc0k@I8dT=64%5`` zqy`s9L#9!Y($7kx!slgZiz%#b#Sx6E@*}MX1IC@PXbu%f`ISX6rGh;-_fwdzn@9G; zJT;zbvclZ4k!=#Bh*j>v$vSJpwtUy~oVIs3)37!yb=&|a(F27(4}t|yD=%o< zSPzYM-uc35>c^BPq-zM7%IbUD zCHalYqkib?jw)+7bxhmLPJzL;uGaAh=lR&(jGtZalY0eTNR(RK_`n8zg$E^2TD4b)OBk#6B#fx=%s7)a=>aPgYrtqZ>rbm$R!!)-WRs~*?h?_N8UVfEy~ z59XG*PIdA_(Cc0_z|N6l(*9FY*8X&XFy%_?yela;qaTOVl2edKq$S=~hm*hcN}Tjk zY6_iV`DeZ>?B|{YlE^B4;TfMg7me0YOVCBzzey)kt;1~-Bm25rnj@tKL##)F>(CDE zqtm4c&e0XOK~H;XZycsSr`BUwsnie5^k1~_3K_DXt{VD8q{rk4Cf!`~^&X<8Z7e9s z&-OlS)Ht~8s|W*mPwm(tDz}^!yaw(yKsnvtRUILDihZu*t_||Av;U~jp9)rcU8d&Cho2=utTc7ggvCQ;T@LlL04 zQXGBF1%nv-i!H-||1&9HA)pc$RJz!hcbKpJmVD$BHDr zoy(qE#}Cvb4lfB!_07*6uvn~^SLe{edcD7vkoMU39ixBOzzS?4F(M00nV^rIPaabS zX5Vk-(NR1Dsd58)5{I4+wugC5L?2B%?a>`c>I>7#+?Vmk+y^3g>ncD4U#-~osIdN$w9K;RaEF2ur5TNzV02}9BMciP{}{Dsn*>B%w<$(eO)f8TCS;rKlvPS z*)bm*=iJIxtRgM#+mF8KlfJedSPIv1+aEgjWO^p$WN4CEp^;pRB_gpqW}X_;2wIEX zg3s!N@akz1dJ9vkqdykgGEn0`sE3uJgn-~%P3xVVolmE0`WN(2)5whl7@vHdFvm#{ zv(!Lgf-*nBPjEqphk{+lW^y%w^KYx_9jnrK?5LIV+E{ z9>}d5x>9PUF8jTpf+$|BzvdJ(w~C$4hfA&x_qE7P31_YG_aS^MUaWoGl*Q@H2`p)F zu@T9wOQ_3|nf0Ok7q5=|tt5k*7~M&BBkp*36*LW(=BD)0YI?-AM!sIKvkIJ<*c+Cr=aD2^nm75{--uf-eeJ1Wr^E>+Hx9Z*XIji#|?q+1m_cqrFrxf?AMpW@%oW1cC zgS~N7iFMLzAl^e>3{Ql5nQLk{+kD?IiHp0d(>VA^y$dE$57YGHJ6`Nd-?K!6+oH{YW7K2MV{s!PbGpaa!h@4{)uu zmQW1 z_O)*Bwrd?~X`v&=-p)_}@g-qiwJmV^gzEfJjhY{0WHMVg5hd&@bUZqc`iS)PGH)5< zcLT*<$kT4JVQ5u%usEObQoZN?{CP$pRZHCo@ac=bpm*gnk=hX+MY0`O{bHpi%(0JH zk>yYqIq|Eh3l7>nuo@wmjnTmD#eng}qE!y3MlIOA z;CbwtcmU>MHlXg6&|l(MGV+m@_$FZ+A zayTq&GezOkR&k8PYOh@TkB!OQGGPYJ2YdArujreR`!=4gSud@=?xhBLcy;Vz^t?Sy zEv23=4=e{k5_l}QP=g%qJgEkaL@R#Q46MKbM#=?VE9yP!HD2rVw-o4A9wI4A4BhO& z{yRZjD>VLjVz(skn^*R1Qc`&OG7fv=BSE?490%)NwRqT+iRT+BDG+rOea59~`|0p$ zh3`LMCimucb@g{JT2@3%#IGy^e~w0eC}T8OB$HFYq&b+3>(4R~H~xQjWzu_x-0!8C z>}pol?illFr$yma^S$0narSMDF9(%Yj7A12RKu2ghya;daVZYd<~qBm{KRb$_{8A1 zkB6`nEd=2XcV`W=Mg%@LME=oh`kQ^7ui=g=Gs9dN|KQc%f3Wjn6!SMu@L|2+STXU3 zB|=2Fu3}|;U*u%O;pQfmgC#u@Xr(Zt=b!e`gkuthR)u%pAxu}cn~f9CxP~$~d0$UO zJ_RHJ1xr7EPjVr8aWW=mZ%iclThF^<^-C-HmRlTTqia^XRYfjkGow4c5`@}NCtNGF z=~hVz>L%)VtUdZ|_=0({e+)wo_I~LY8$~|_4_7i$3u(c;$sAq|MR9m6a*uT#vU}BEd~bDr0QQeaaAs~F#)*BsQMc>rC*%J^*;~dnp~n5gN3kXJh(Rl;fRupL zD3wwvaSGB$X-19Cp$7#dMFt3L)PRvgVsxk|F*+wBCX7)7CNVmmi*w)4^Su54d11Ve z&quv>UBBNqO}g!w2=iOfFx{Ew+(aBYJRhzRqCkdke9E&5TpSQcf=Q`;ufbKSV=I%HeXNA~J!t8}eL+eF);qzrb%X>6ae%0SHf zd)IY0^lpb)aLOQ3_suEF&@u&D6$#&nrT9mL3|Xri9xT%HXJI|)vd{+g1M+Gk?!gFz zRCcP-TKTLX<_Omw9ulD#g8l0M-M22I$uV*G-} z(O;;b^Z7vn(+$HlCUwD%oaYctEDh1AnV5Ppa^e`{`G~yB3kf$$oos0N>==2ZLD*Vq zWIs`PGsQRIOs|-H!dL6#6Bp;4%7#vOJ6pAFzA+6qxl*GeJWEdgc5}II*74NUe20XY#89aAlpKrl_KQ!DG6G*&y z#)R*6f#{PvWe0AltQ4NVc@u-{##JKgH8`rjX|_jl3WmHyr>Dm<6UTfZsa-M5**RNX zq40gw_T$$;KK^=v`N9pFy>%=NC^0zM-h%imQi~)04xr}*q`0_J`GYFqV;=4rB`^A( zAMXkuj_O^+QFu6SqE;|C@knMp*6WdKC9zzWSISDVFy0-S z{tS6xU8djqV9;Qeho~>;x*Zi`I;>!d#iONPcesa|#o8gGYB$Se(jDxBvUJ%ciP)Wi zxS6)tru?^&?n*NQ;2!BaHTBX|nD5%Fw@Xhz7u16TM8&bBr52Xnn_Va_pc=R)0`Nh5kgYhuGQV)j zUS_pMir6C7>ezA&HIXte9cakXu&jXNTif0Xx7R|~*aFdU(k7jp^sI#|BVTR7;Z*Vs zolKZ8_3|h>H4a_h2k$A1bIm`N3K?{-sql}$rOQwVo0`teUa~DuRy@L6DuhEGcV)~j z*EKN^&Wnjs7N>eP*J0PVJFWu4pm5#iWj0x?2HN?eznBHY8&;Yqm))w^0 z3-auKYlQoo{7snKDQ~Rn3S{R4EHTDejE#6o&L|-jW@&K9=H~pNVr;BuxK>Dij%)8_ zAkb^vk@jlM+x+=c!*6Y->r0L3?)ACf^3F>Zf66?XLTb{Yx~^=Sf`_ z(3&$9)vvgL0g;{9tML+b+wFG76I-dZHRb8R0{l${WN~TQfFOE|5X{B=rRWtZ;6&yj zspeX{K*hegJYM%euCb=3l<&>ZtGjBIxWa+#Tzbnyph~deJzhIDhm)hm0wp&7kR?ti zpSBd&_1RMc1{^&;X2}#etQ|;-987M?jkV!AH70FhOE86Ow6@d|a@xJIL5ViqJ0)Ph4nA;VXb(fZzBn}>r~SRbi8bvt#^?IjrecH@ z*AX*Ytz~^P+1?Z#x%`n&;hlP#BSR5}K^2B+A2ERSqjsgrHA{19D3-s^bIIJu_6?It z+|R_`f@qlyQSXtgWW9}NL>rPcX`7>OxYTw`X^cUjj*v4JV29GGLM7=+XvdKqW~^w z|I0@_+6m{;(0e#urP^TFaGg?E>>*j`e+8$U>BWBc zGf}AUe_tTSEbyt}lvD{d5w>Z1<)UuGSCpXL9#7AgD1ZH6N?l5mNUU11s%ia0bdoOY zM=x~k+1|k}U5j2wyc;|#4PLg5a974{+nZ*&#%l*3e9VxKV~+XP{0LHZF`HDX9SnIn zDz&yA4eqsoL0JRK#4zVNaJKp`jUb#%qu&%=w4j(YkY1+!xv6}#<;7>XH~XEg@@JGQ z_jGp`X;s3EW*;E^-uw)jeH#FWOCr5M){{=qQ(==#c)+ii4XEt-)*oHxdcnfh#@6NvTO=jmn8Z~iOc7d4Nv8U$hoKKra343b_(_U2n8 zq6)cTalv9@Cr4w0TDCPtFc&T6E@D0SLk93>H<=DvJoT5<(6b9&G$l!4MQvfNov^hZ zKGfm8hrIUp-V0&lKU{qE%kP4RQ(jn8V)8!MswU=`f%obOrh^U8rfR?=o&2LoLR_2x zHsz;1;U_+}U;Qc3wD+2>dNtFs`b;nCQq;?Da4b0gfC{+OBT2e~@z&x@zFHR_1Ofs? z!OpnXrIaxgiCSyZKzyhGwzacwtOOS70S0b;f3L};m@qW-LO3ToZfo3YBQ^fAxYP$t zg>X+)H@ipV{)6%F8t*=MiS9rs7w_y^UMhw?jHXrBDEx%xDs{l5Fz*X(V4;Z$0fIB( zlqB(IZ|ZOic#GOPLN~P5r_6f@{{Z8x(~zE7iL;Y>xU1PguWr&5&BKRj%l%oQv}QWR zNPp>63c5MX@3kTN(9qj4GDh+0d&Xyc^2!QCC!2$U-l&Xq62iZPmGJS3oPuKZ!1JTJ5qBf zX&saT40C@UP{lOgoq23}=&0aoIw0HETYYSsF*w2|qTucBO*9^KjKnCW) zC0J%sthw`VBxk;qf@gHEgxU1%1c9h~{(vE&bhpnfLi(*p;_i1kFjn`Mlt!+>Yo9DB zbYZ-wOH(bUkFNypA^iLlrm9|Pe;BBEvQ3&5t0akj`dq2yeY_1UZ>zyE%j;u4jvlu@ zw!f02=MIkxo8kh(1g&bqWsIk95hU>#Ywu&cLrb2Rh##U zdi(M)i>Epb)}*Mo2)GE1rsoZjvgV{MD;&U2kl=bQ!=D;N{8*(4zvuQ5EsqpG;FSM4 zWBdfoR@0Oo5WFC#BF!*^CBxR_MD%IDRDr8=JS-^qi7~^%SZ zWev6un`0?`|0{P$^g9B~#DeL2vccG+E7UTC48lMA7H;ERgCd+*Kk+$|Yx6chdH}u{ z@1%ZZq~5#7T)#LU+H}dlZlk9A@&XHfJ$JPrA(~hqx9ZasaQWYTDnu!+Vc2KIl}_a_gRom$B64AThdnF;SAvUC?$| zWvS4@4z(lc?cMonQ=g-n1e|&0;^Xq8&gAuFRNfflcvUkgBpa&0#4`H0<7Z`mm*TPU z&Ri}|bg8^-aE-s_L|>xWU8!3*&FA^*@Wt}3^~O=ro=WO2&=TF00AcLKoh8m~irlQ! z;Jw&G$%3SZvjc$P3nz|NxoU;ZJ$+5C_mjSWyS`x%14gE3A@uzJn^pxTvG z_}YzWy}jJj-#p3QtJ?}cK3b9RR=M}*OQRNjy3)6Qo>EG(8^+#T;wB%xpJ9B6YiS>3 z$@ER?c%4rU@)_XgV$Xc8vsL_W)y@64hfRPadt*1v%9;vU1=QdtCXUBe0UDO>It$gz zKd!mFc&+XCN#n>AmR!Jh41G~ETJad}mQaK7coSVUg&W@SRc^WqLN*z)D(fNu?##VjGCGn;hezndpZ^C0&)!?F)_}H zRWiM&BX~#uaDHxI$o04B*+*>$Ag@186xB0}DV;){8_dAJ6b)@uQB~z@=+W(2aQiMJ zw-eu@U6uHU6b)AFwthGNCtVqtYav{7WLS8rOP-yoLu|R zxvKy#y&JkFuoJK8=w;TSqCP|b5e{9ked;YGCcc(SRxfj{{x&9yT=hzoc*4=)Hk2fV zYgba(FyF_vNR^;hel}oQ+M&b0=*NiN99llkGoG!TtQXvNSka!2e9qwJ&>MWrO^$|j z!&Wt^KAofU4{l($qNLNHSIJJY&HmFZI=R@ea%m#BuBA=TAEf_1)uDeVyWsO0 zg!H1et-9@)3R5tO+i^F!Hbn(v!v_xvi!pi<-bC&sGpKQQ6l^7kIys2WI>;>1*bO|` z8zIDT$_X?npImu04aPo!)0V5F)s6M_qCls9?b6ZOu<{MI5V~_rgp}Rl>OgUG!vwdv&0Prlfc}G&lbRFG#jCbD85_6DJWx>iSDtd@iICV?)aP|=Sj4(Gh2@v1x z9Ig-$#?^b8PbKhLfBW>U*8G{S>laF2B{;7f?x`O381MiR#9no(z+7)>Nhh^TVBs=E zZBT46W97hO=4aI#%G=+ z_!;y(vM9u&JZ-vQx)qE^0*aqWU#B=0;H1!G?#Zy(q)^-vv>t1i3nlD|c@@rI#MhTe zroyM7X*~z5LTtE`PARoUBBr*R$xnO=SiBBw^YB{5tZ$)&^n_#&_tyW9C_s!;u$rtIO^za-a%~l z!W!AqtL84@-A_82F_8XflWyi@91eDRGvK3^-A3qa+nnn+nu){zdDIaE(s&Gn9o5SG zy9(;=@w?q2cb=|Q20G`3W%-NPUMw5jZSl*tNmE|-cie1PyPzr(XXIl z{ScWXJsRJp#A>2kds#-};`>OQuV-?^dqx(8pH!@6wP*4EU;r7tW}5tZLAKB3T?#mr zx@knx=}Gi-OZgfxV%Q~eE8?>@eGzN)R@alwHcWR;mH_FI%Pg4S_89!Lt*DT#1 z9ysUM+Q!ihRhqC-(MyErujHROwx~UOgS{zuXT9BjTC#`gZVddvr|GX5|9G#qC&W`S zFHf@U?9!XqY$yiM^{fF(2m+{FzMW?Pkwy4Fdtep1LHIK?H1wwvtm|Oac6iPY$oT`k;G5VT?tdV>g(7Sg4X4Oe$fl)wFuz6))_98B@a;{;8S$iZ9nJ zGwS&#+TsHJZdTZ^^OFtLsy*!Q*oeQBsm9B`6UasbN@$8!%VmXJsd0hA^R4P_szaD@ zk51LdsPA^@<;gUxX#U9M1EK1jF9(5|M9n2tBe|FucFFs2kopoY^6iqM+SNURU_vm`a}a48o@58KDf06Z0%3woKH^-%xU+5*v9h4 zNrrcwa*85JPtS+4<%u#|YnP9UX(v5a6f=`91Y#B*-ySgKhi~46SpIGfV;j2k=(DQV z5BXy^(_XC?MwuGiPK%f=`cR=CHU`H=Iw(SIZF?c=wMrbfc81~Shr_VRHFJh8Ma!GJ zeQ_OxU9*atgwr@RN0`yXRU&{(^6Y-)zf9VS-ndIDLy~RXqb{zOZC|iTY$|0d!#^S( zZUvOSjN-TbG;3{;9S-uSf}YD_nOe6zDlK$VH&~T(?jS~;WaH~IZl%0f^4Uy{{I?D9 z0$rb2wJ>@tMlq;+#p5)#$7WCItCXEmOAs_%NwN6I(>E^Kc3`E)Bh+R7U8 zOB?f^3<+9fAKW4BBknjVRZ?qT9Co$XYa0uxKF3x3nofhxTru@*Nw^Fx6A`iV9^Wyq zl$CIFHh(f(1^?ev6_s(?kv!kI75blRxuo5d$7o<1T`W>>sL<_qjm)jBa4?gi@n#s_ z+UTIbVl>M;+B=KAW)_(bIy`T0}APyQ+eQ|nnG81B-e+K&2t<_uSmE)iM zKi<^#3D^VKc1QIp%{yf$MLVPgdO2Rfiet}(RnwVOp(hqWaq?WXoLxo7l`Ae+qFJD& ze|f~SkejNj?I8<~XD`adm+~fOu7lJ1^!w`&tFhTQ&XH64JewqMRuqlB7ZuqjYgQ5R zQiDf^Ps_SGKi)bmbo07@Tr6$W$-u)ynthBE8dk(cZV0fmc~W`f3kVgz)e_J71ex(g z2lSMv-Z2vPvf_@t^~!uofj1eW`8hrKz^`IOGRDMzbJ=`*GK}wuuw}Ha0Zz_!0y*Sp zGs{kgD}|OVA`hgpXHe-}MJ-&o!q#p`XBCvoywYN{$zM zl-DEw9%Ru!U>zruv5cPSORfJ@XnPl(A4Q$Wxx75$)X+Z*JC$Qk^9^f)PAt@W@Evpb z9YKEL2U!)I(c|8QK0&av+V~*T_j$L$xB2#TY9R^FM$B>A?|IY>!d9O!#JRvzzEc|bsoSw2O18FS*bBaTZE4{tV>mPtFtUacE zuNcZ$mVa{12gTc70jo964YRF(@VKhGx#+<2en0+Q=uBHxP9Z>EDTuw-D%wlYk3Loua5($%AO*qMdR68$EN?I=*>tF}V)b^<{%T3+N8^}X6niMZ; z8N0V}(qE`Ns5=oGkrRW0bB+66`rT?vty;(+thWC075m8L9v#ty?sk*sJ|*ad_CeJ_ z(jIO+m58!}VTz9wV!_!w|8hsjULKxYS($&d3Vd7-S`>Ni#PeZ>?-7-UpQ)#QvVRC}BrbAVgWk`uJ?-lJm*eZPA6pB(MMY*p*r-iFNGySIlJ8Ssb{NJ@pHO46BSU0{ICqoiafsx z`-3PI?$!f^l1I7CLO*l3`Jmk}l}i?x-CTDF858Z3$H0q=n7*}`C1XE*)?a7=&OB23 zdNEe?dl-L~^SdPDie!K0(urfdcx>yQyz5f6E#DuGXz_2Q-{JI(w0<4>(rA?c+uhj* z+zuy>qF|clGut=VT%|THW4tOK+BhKJTM2M60jGYmjPeco@-iVw!V+ANu^%JCaYu9v zeX0|qgXy$av?(jRJun8ziTk|GOe^Naj>tcCH3PmBG3qZf(JKNq*}O$LzCCL|$DIS* zZN9G&+p9LyGTgkMP@C&1QHLY4-SO*y;9w7u4_Ua9LdAI^V^$24DCrgUfMR z3%Ag54d}Mg6q_>Z+wS&LqAGK?O}|t(^|7clzK8nLnS+H;BWKzxK!~;h@>HVYS9{LM z$3WJbwb`PSiN&uC_sm4|M@D6qeWKVmSg<)a!+X3llW_lPeRl}>vUe^zFl!TYD0KRl z-g>RA@r#liBD`V=3?jYh;>SHJW&1?P?Tgno#lN2)m@+9cP(^JbvUMc_c@1<*e1`<* z6uKcEiylhWFljQ;zB9`Hd(Cpc7X+zU*yedDCWyi6L$^n=F4zIm=H|e)OvIDf?KIzL zC3cw-H_ff5BQyNTd5weL%gsEGX{a~4tqDe+`UCXeobdn)sB{v;!R3vrqOkK`x-Lz! zX690Q^CSiS6Sepm_JDUC9(RiK;m{83`!JX~GjD#1Mg~^zf>hGQv@ykG-b=ypRvu&0 zcZ_H+qiZL~WK%?;!E01w1|1C5K{rxioQ&@ptOK*_?*vv&)7-Lm(#w79Rp&iiiX+Is zW(Y5`oK{qb7kJbC^<BecrDfQ*6#RJUsNQC2r)Up=R8(r8Z~$)8pA?52@by2#j_CDW9ZdKUnKCXgU9llK2~X2H#mV4lTEm0B!~amC%e-x zZzForWGNfZxLppfY}DrE_&l|sXPdwLlZ-tW_9;_(qM%aKp)8%CY1kb_sYEJJ+9NtA zj0+FhH(m1W3~{qzu3}F)NxPlNWc3w$=IQ2e~}9bxi3A>ftr%2Wif^$(+?FGXqyP~ zCQ*>v)CC$j3KGWe>(zK=nhiPx4+}8qwrLw$8>aV zHM8`tZ3k9J3a8SaFHb2umsi{RWuc9E(LTu+Z+aY`yge&ak{ZSxg4;Lub6iW?bZ|3D z&b>K7J!%Eew6QB{Y-r$l^aD`BM~q5b{vzg0_YKZRWwpb1ZGOB;^{_(2*yMmSXKA(b z%p07>NT2$>Id$WM)ubjQaGyyq)$C(~cd!Bv+37z%4@Q4Vu75T9@$N!Oi4;IB_1|*F ze6~nbWw~&}wS4=hEL(GIrE2Wolxo4gncU7cX;Mn+TfB3*Y(FFNlp3d@jJ{x)P^+ha zWwGvvUX0s&af~w$HOkHvxB#sFGdNq^`*M^sxgOcsn-N^+Wx=BFxMvf@b8IHm%EjMk z?vy>hw2M6%!sOcqanZ?{Y)MFWzCsfNBI6w&fXDlXdCkaMbNy+)5j`l{6!WTb1b7N& znjP^F$niM7F;r&SP7TgHdAWopl@4V(ONG!nOLZx|N7%!uvkSLZR7TTT|B7Q9O<$8{ zh5)~`_+aX1{WrC*1|vP*uM*nt$s9D^%T-}+JW<9boud=X9qlvbD&z8~qEcin^FSe8 zmFIjOx4g)Co2?_Mm|XFYUxBieKuj|%3d@YMfY$4m2%9p{I<3#&ttbwx@baajN@~*5 zp7oe0*0FGiO4lUdOm{Lr@^K3Z8oS^w*Sc8q-Afo)P2m$nm)3@Y!9Dsz-&L2j=ndzY z3s2BcqWS4oKY?^madVMx5)wZIjdkr__aAz1rRx!>IPr>vk2P3SYb=30l%-3JMkZo` z{ETI=rSk|m-npV0dUAPrIn-+nw3$%{u=>p&q-BoTHcyyX`an-|Xl~a!QqV0Bn$+*9 zkVb**KB5v@%Ai*V{nQlZ78t;kn6tO!8qDSUU3Gszm4y!2D1*@!-{IKG#gNX&h`MoB z@9y6pjJe!dmBYw-AX}nW=HKAc>mk8zcN6pnjq|Ur3f%QeEq?$Je8$tX++5js=>hXp z&;(W#1xPqQ!0W#!mpOUXQ#pTb3OEzKZAH_2Tcpx^w7PAPaf^It7|JzyB6$Rbqk;g8jNb1G_zp*Gf(`3|+ znnv=C%Soc@{wEI}Og;p_=+Q5i;M@Ok$wy}NQR43^vD%BXYAkrahkAL=KN#wxQSMQc zfqBst)J)+fgM+7ML~*$>>pjiZ2IY@qR6*1F?DYHIQqZ#qY3HF!+=AV{fri6L59=!X z`~J_rR!&oX3fynHiPHM_z;LwKaxL7QNM=gmrTwl?ng6!FwZ-0;K5;q4JMwD!f%%#z ztCC7g>=_?M`?5{A-4Nvw=3=$bDSvc>nnX`${7k?N{e9`?0qw zYZ~7itn2c7>%hS=eq&qXpatMZ}b~E6h(P<_z=~PF`_X4gcF{xUFeO zk>KamA~V|V_o-kL8#B74JL}kXUIi>un!I_&>qy^NIuw+hbbj<(hm`CIC22~}$h7{| ziuT{uYj-<1`19u};5oFG+SkkGZcVc6f!_ls&F^EoO(0EyGp53%*ie9DzJ7S>06Cj} zkZW~|)-(Gi4Ye@z*cio#PwYqtbKqmuj|=xg%-5~IVcGsFbQ}PMHo)>?(G36bLYT5$ zEOj3vmZt@;=WG3>P|_=U+;b**v@DHGCXZ53{O*4dC1&(X{0Udl`Z!l1MYEgd{8d_a z`>wvN?rAgt>oRaaCSha)fHc%Ex~`2s2iZ5)A1)3#Ri4M!eO{Fm>ptWMw==N5_wQ+e zyGLqbY!zWthX}XQ#=LSvNM&8>09URU&Ut+zR^c(vbK*IiB}!UU8gs8zagpY$j}cWI zU)}k7e8ZH<7!e(w4ddBG_q}_r+RL~>xD@wvnC4Z0y~CF? zhFdXRxbgaC{DFF{m_oTYSRC2F!dxy zQ74532jS9)4k77xrrP;o@66}eYbLY0h2;z+b(RGBf^p3O_ z%NzZxubBGcJkd+)Mm!r%Ecf?ts^QZTF`LfQo+!z5`5S~4(^d-jbD@4(-4{HRx5Q#I zZ#BIz{Tw4GH=8UtaHeKbKAfO(HUH^o@~Ymp^K~cV>A#TXHz;0+LYMh1+17$cT$@jp z6MXg3=si+>ZsE^%!*@855qT$`0UiDAn#dOHhB-dpc6)eHe?%sIwjru8fBd~w{QO+C z$7*J!1<*F{;TK)Z4U&=b*qw&v=q`YP<7tKHw{$zmyU4jNg=+?+YDBe?7YK3>_Zpb% zb8nA5QXNs-DR$sBHhe^^t{9WOloJ`di_sp=f3u!9iOx3en3YwOw$FML`dUui4~ z)^9J$m$Kug54zWSBVt(o3pl0J{{Jm+&j00Z4A0-%UP3hKGjLmq6JAzs=Um1vg3pQ; zSyVs*m%ihSHuzz>b-bg5+P`DBG`T=d@d>@+GO*fRmGvTQI%VnZiw#kIY?w!MKlyoM zU}XLNm7|t7(#28o`Qi}KOYi*61#Ev*d0&w`lQ$)&p$VhHZbYsGYhE{HiGV)Qpjppa z!y{ft!h4l3HJvnJhLHa)EG&FRD1A7Id?99PJJvzq?rEiiYa^T4&B@?Te%2%EO)ekD zG3#Wh_wf;*h9gsT(9eq1Eq5z4;4}Ns7@s@T#|E7-*fZ2mPjfzmp5CbAq<&vmX>%#c;&+HpEdbd0TMO~*ak8J2P)lL#4EXGt?HX;PUh34Dtnfb%y9ob7MrGc zxjtT{ouZAncV$!Lz0_b2^EV?6o$q&^&DsVxw`mzq6A1 z8a*r;X;JP9gk4H)zALV{`IrUEO+7)cZ9Be~ zsq=tf2zlF%^S`arYeoP z951+0l0_R6?CGA|@7CP!bj=2SM19x3_9ge@{GFXD&Sb})JQuSL=|9bEs>o*~l?&

sxV+VQUL%o#U>Pv@m4Lt5n1?(W^o|_;R(pL=bU5E)<##nAVi1F$e{=nJfwG-T> z`8VqB0(D1PMd_o6hKkeGO5JRY?M~UQWf){n(KEf%_Nvl*h)H%3zO5N*uk3xtpfx=_1 zz+FP6w8qYx{D8!Tm|Iw|ddt3-{z97p@Uc|t{kd0q7Q@r#QCQ!!?b@ze(;k_aXB(2i zSjrdGa__zh$Gj1Og6i|u?!}YS(SzyvrXoV84-Ph)fVgrMqO#HN{k6gh0c`EC_}(1@ zI|L9ShLb}>y#JW8yu3iSTKZtg ztHNq7l)0OY8n@DjGg{$B-#$x~9`QW@5cM;a4B3^$F7^T++HLH!mW@Y^@i~-_BkVBR zY3GCr<-D%$6>WTy2nx}@yKMZu{RF{l6VVl8N?5V|@yLk5T+BvPH4l)&J+6*6g6K)> z(bwIoUVR`xD!cx7$x7)KUiQAea>?dUC{o$fbT+Md{|v&a<0Jg{N8@Bxi@KzQfG2io zQ_=W!>_WcxIJ4Mx-JV&pV_Dw&O)rEZqU1=P^8eM%fRf6?Q%zl{&@s-@ETee2vJxpj z40jX}!ZyNNWNMfQEh)!;A8L9Jh1Kb|uMAh165D3oldhnvEA_1NisLw>Vg_Gt`m)p? z5JzMFFTU)iz^rD+t4L;&iS?>F-&9F!u$lGiI$vo+RPOksaqYLXzj;86pH1JY*@zU| z?^$2U>7z${2Gl`OY{S(JZ^xeAfdqvZqfEKK z8xqlWCI0ZdB(~u5y&aDl%!X*#oFLQs#PNM-R!zR3;g!jU%He|@GHX+WEbF;I_lbqk zrQwNK;J-n2H{(u1`x*p-V^Zf#V+8&4OAokd2^S^&kUmjzNaL3ylmKHLNOWt zIItJg6wTPoTVuClXV_mo;4%0Df?z_!w~sW1gxyVgSef+B1Eer1gm-!Udygl^Nw2?S z3lyt@O_WV*Z46kiw @3zaqPZc~SlvhdjS#(ldhP;SO=q zL_ns7)+Sh=D9yGHN-r^a&)>?gmLlgFLmD{*rC9-Gf73b&*F0J`nVk+zl=ipZEm@O#KtC=vr-J)ZC zu=)hP?QC+Acgy9=V*Za?E8V9Zp>1 zHx&S7AB!IhAj8~;-t)R6*R5FLMG%E7sVG6WyUH7H2L`ma3j)^Exzo-xpD~^m1t$q( z^%4YIX6TEk+8Oi5f((KKTJU}eli*Q5^jBw)TBOwq*Gg@9EL|knYHet@5J%8`el>Da zm|PJ&654Iy5ge?Fl+1#z(DP=&E*(ZY0tA`pPxZPGMk*M8X|mm}2TpyPNMjfTx5PCc zK`y?F;H6Ac1p3#V89@J1lPnQH&_u18cAj3TNcz%Ekm&(9wXE;v^7vCdssc*H0BfH* z*DPV#$Xpo$aK|WLB^#;HP>+2O)Bn46`gjL*)qYun?D(!VFBmD{bh_#AVE5w$ILO7y z@oUmfJS&^v3GN+MdaFxBN0C8`_QZlh!P*5GTwc>p)IR}FH(>rLc1u+z#%3cZb9Dg+ zTZ2(4ToEnMR=?=mig}kM?bAGtpbz7I?~lQG>_lxiw3@p}a$ky2Xw+e&)`u{ES>$5%jr70mjjBH_Mrn3wynE!-t z8&z*Xm%~~Oa@V(@8xLz?t(K;wOfS0KQeBdoh)+*{YQG2C#X!X9JoYzUB^^&i;+BV1 zAGY?wrho>pX&V0HjuI38Y;XSu@JX$JhxAl1{}BEul<`m;`h6_O{AIF=TvP2H_O@ZP z(w$?>_QqxnV;=A>0b9rIs&jG&x){sCzU7*X2lq(xdwWVUCTRYfOr`B6k4-dn5+0r4 zZudAI?v=0HT2Vnxu&ygxQAkXu{=*qTqrn1DX4mfX`1Mh)A#W;bc!K^NLb_P}2r8q$ zXY-*0fwZAehIChteierkzwa_2mr(7CLkemP3FA1D(LJ*^RinBtLPigNGo$w`2i!H0 zf3;TJadAQMuv*G}d4GHi!k5JzS6OIU>F_A}>5~)%qD+sljlP_H%Nig!1djWGYsU=e z==w@OtsJ=5hysmY{A%bvP|s;`-ScX!Q)t&kf?I7gPX#FqfP8iN<0)Yq9IaOMt&}Lk z!WT6FlZ?UE*4Ewup}!1@aQh*}+-7hbf`_li_$P?cv{5uGX`8TzQ=@u0A)pE`;+=vq%Pkro&DitLWC z<2nR4c>zR>UiIYwhMz4Wc-p>dA?TU_yo zCL`+2n#G*mips7IBP8jE_S)IgF?={LjUU zI@>Q0TZ>f(gTiLYN zig9q^oXkxEU1WWyhXBl($?^*!TF$#!C@Wosc-M71ZGi2^$|x|ht=hSrh;bgj+o@1$ zCazT(KoEDi=Qvpfg%!nn+|kM(ovYOkI6ZsSfI<`_N9*-5VNkWlOb%maj}!FEy|Z-q zxx+kC1z=|83iv_~+s$bApL;hp#cY(=_+y2PKon=JPSPG~EWS5dRwv0BIiHj=4Esa6 zU#JpvF4kichz%wvzxovd8MXBGAtwCC6 zKvO6bbd&4w^0jgaD?A&$@y=h*O|qhJE`f&&3k9{? ziA^+(*UqOG1)*>Fd=oJ$2(0}o&Fs@%`2-VLBUq(Jj zNlM>$dk|g0<6z61k{%#ymr_u%RGZ1pGYj(hYog2d0i z{+fFvI524U=(`MOS>$rQ2bwXd37b7*Kv-!-RT~lHpR53OQ|Ot@x6&4OkT}@q^)Vgf zq=K>V)bah9uGC36&NTVuknpQv34N4#36J7sSb0ZIEnz#O&TP8VQzZRwdtPzx8%-BWmO5 zs@u-h{OP;Au;7?C3M2{tuq$!1s%6uzDc-9n@6=-zN}j1!1)5~MGE3%4w|k9_ayS@h z%@46>5(99^Qp_c}I@k%;jpEU3OY1i`OmEX+e3n8OVavR$qF2ttDr}M+kWd8<2XzvX zct=88AuaWe>$pk9xJzu7u$|Ofhf<#BVeYH97I>U-4BMbzmG_+TS!dSI60VvnI%cO* z-ck-^R#4Gj$>;X%H%z>|AMjBnkB2}g^=gi+}g7Dn{}^If_w|vQB?i9 zk_;|~i$o7TG;7#O7z~13eV!G5g_G(DGoH)jj^DFyVXIIw533d2O`^w>KdG7lQv;Z% zn7ebqL)g66&$c`W8rN27x3K-`Y({Yn;^&VI7Lm$1!m-2X1) zImnW|#4-ue-L0E8W`pqtKc5F?BPm&cp3dE)Fg%!lx1%4)-9 z#Zsf6${kvFU6}1}_B(lWG&c|AKXTmka4pxmSFH}U@;&<-sptC-*9 z*qhhoHg=#=(wK-IUh4%^_&K(%VY)u6OLSh4s^jDGQ$q^qMI&?mfEcT%RBe`#9rS}% zzR?d}uSeDqiNo3yM$`2FP3W7_B_KiGG4*aHK8+MNiHJ=cTM+gIcAd1xBRH?<;~$rX zeJ-B)9@4&4X(X|2q7I!+ZX9=k_AG%~u1%c^1)nWDsu7#hY+Uiu#1xCVeUlw;BCf=O zlf)|;nYi>^zNgjX;DmCGS*kTa1$jtoaFZ;X#VW{ zjL(>lGnav->F<7(lW|5}<>7||&_|e8wsB=3zC^db624lD9HTsM0NGI^Py^lyiI=Am znsH{v0rQIM)j3tg!IUNdRS?ajjXAGo4oEV6h>9 zy6DsT6IX{i ziP8 zTtY%?Vma#HG`~C#Ryead&sOl2(l-==dK|E(cx0FV^gyZ^SC~ith1MA8t-%>+9ZxpO z8-SKQdO1>yES|hWm!kVd4=!ePFOX##N%ujbxv4O|!PGpW1H(6Y8(X zSHUdC@jF!&y1BFS*V@xc=IxhjXG(h%64B=*UkEZD1&do)nc@F=GD{`L^w_Lsd&l}! zRRAg!k_wf<(fAz$*#;Lrw>xRpxtVoPzu{FwG^6_Pedv^jer6&e6L!y$oihn5qfrCI zuPRC>#r9-Pck?ef4Bi)0q|Ib8Nt!owr`_OgQnt}4RGJo+8jLhPHB|Ky>og{{@KNL{ z-3I$tUnOBc+fi0sMQz`pV_sfzlwWTNUVEA$q^S&4heAh_`J=E{S~%hbfq3RVSS7*Q z7=4|+9-NfuYC6y@g;E^+)}6Ai`h85I{W`XI2tB;oL+mt!ykbQYj?&wEh!LhxlYWt(2I%c(w&S`R6GpZ2nrd|!dVeB`noalA{2g4URBqp^9_3YaMd+nmT7ib*z1awoe?qL@%AIIL zfoz5l({{0@we`LiZ|#{9rzR-BUl5!1MZ5Hlw_^d_hC3*wp%(U|hs?0y<%)8XV6C6R zi`o3uAR3)qh!AtnWsF}@Ss6R9PWzwLbE%qj84?isA1C`rV)ehD?}N;gGW_c3&)0qH zJQ&FTKCu{p36>gn2pHu(9z zV_n|AT&lW$Fp$S)7p6#w-}wnB=P6bs#UE!HOpwA~+7@%i)=GyM|PZv>_3BEYb9`R&FxK zom^x{wV}pixnJ{mmujlCsGajAV0kd(S?93;uEA`sH;j~^wauo(AoX)oHNct^^$j?q zCwIV2Wqm*625n=*`?@h38yiN~_a+yT$?@r#tUd6+zP;ZB%0;SU5bi(1JyP674`OPv zQ#rB2pY2rECfPIZyexyZxD}C>e)yr$N*MXqY<&{ps+rnYJ6>h4# z?I7%yHHYxC2AwtQx;)B1vZ~k_^srWkv4HhEfjGmDo>88sb-g}w!N34 zL{&m%!(LXA!a^29?tJqvGq*>bsktl_5&C0$&w=S4gBhpx>RyDOIwje(>9|Zo>wJjg zUZBGd2qPu0>sFAUIiRh1znUA-Bj1a&<(g^my-Xyq9aA0%Y}r z2Np)-x&hvBapUue}3Wm-bW;d&YTldBq*>d`2si>l)E$N*~p{s-mn9Vpq&Kdlfut6D(C zXwqn`*x1otev(;B5pV1mM2<_BQ3}2M1SM!wAzaqxJel>41f%v@d;M(SZ(H9){QrR2 zq{*Xo3WN~9x_{l|{{ENZ2qNl_HZwkP2G?!Cmc2NOJ5Jmc8P2yM$7H;PjoF~=i0y7p zyQ&?!oPx#my5z;dmRzY~nnHZhm$fDJq5r-+q<8)ONr{}`jk`<0KKR!nSHWT?oMKO1 zQ=?bJ7OT;DNpRD+-5tLqGVEl?_7c4uG__o(ClL|eVP_ySF1!}8oW$*<2A+Ul8q9cs z-9aeX%M(g%7|ZR%Y+BmoyD@g_!FJPL2ePazqHk}X~Sby+wT4qF<^Sx}f4u5j% zZPm@x*u%E@3gF!w6u~u@g_`#9C4}fPMfwh*HRr(2ptsj(>*rh?;$Ww6J3d@${kZjs zKWySRW2cn#mrqKTxy(8*0-g8I(%Xq1^m!#OGG-Gk#^*nw@3w2FvsKPF3au5-v(ol< zX=a_2=d}V@(ev=Dguu;q7BeNu6vTT)w=WdXH>X4}9euC)AdRw5I~u+Du2`RFD=%{_ z_TDWc(_9VvIOYMp-d=~V;wb8miEbPap(X|u5tY>ZSXNI#?5Zq zcHJVmo7BXtDX?w`nlYoVRZvz}tDebC*6<6n1iA;rAtvq-fU#{MPGBd@c542#CCc7rQ+k#-a(W97Z9cQdu?i z)z!+|8iR5rguL(=h58vdH(|ZgjitfY$A=HBXZH?(VU8-|5HPY{nUl8``kbHs1u9e- ztVIy$_|yk|h&lm~%Mr}hKdsk!zUL?^Em7w&o0f2<2k9c>~CDVwBI}8sV%Q# zufW}{BQi}sEg9A}aUj~P)A{x1mPJL%B^`oh8w(P`f2fA9OAeZ?1P&v7fCS8wt@0Af zPl|tRnHFM;8Xj|_g^gJPvag->q`XZ?stj1oEGNVe>cnJ>h;a8L1=jux&WM#c-1J{J zO6f=@I~_4(WL5oE&@T7OVMUbeQ<<<8^a8BfJ=dY5tt|G)O7{tbuJ{1ON>=){{&A#o zPM9y4lHap8Y*^=h+5A4~^Ooke) zu@!th{JUemx;!QSq+ZOusHkSNR#B>CmmtY8sd88PVhb@j@*TGX5%Q<~YnY4f{FwgS zFJoMsC~tt(@UvjUl*cCjxUD?L1g8oah;|nU z^86-;$t&uahW|Y5A>(Nt; z0dsTDJEbv3&xA)4TW(lOXuU~o9f3T%96{x}#FjklSYcT*Ok;N#NXLc)KR|NfIZWb_ z3&ut|Fo69i+y^+<0)`>ZytJqEtk~$XaATX{p(C$evw^TU{EkN`vuU26uUU}rx>l> z@}tX*{naE7*aH?g&dI*9AaptC;4iQ6!PFW!e$4Gz93=+kHRSwgZL=Bg=?eP^y{Sej z8p4n8<-Tn`IQ_w3D5zq;AQf;{-ELHEOH)O19e--U0e`-%D`LokKD?$H$TP0{Q$F^idtnHJzYkuj52`sl z?&@l-!nudoExvOL8n=gVP}?uoMwa7h-i;V}7A6Eqtm-OCQ@`%I5!2o_?0KA>>{m>I zY_0TEz04o@I|gRGS4Gov@nlMy7X`31GP1itSXY4n^QVpbz5rr zX+u08e@RJz_0p$$jjC3m#C7ei8yGp&1m9;hiWv#M-K{OYpY6kR)RPxPP{tlBiG`Qc zWt)9>=)?_$3*XHRUnG(olV*qBjDA0UQr~>wW;!QE|JE|0pE=QF?!G1r;^Fy^qg$T3 z+;-hyYNndevP(Am0j;ks!rzTtrKjc+!kxI`(;{dGX<! zjbFZVt;l}gVOFsMQGAqNUOm1|l;})Rvn1)5)RUaDp;0nx^(B_RiG}CHs$?^lnrlWH z))STzxGv%4Dj*t#cB-3_`}O&KF!;z?Ky2T{|D?gUUc?l7W{cFFYrNX%3 zK`~bf$|D7FvA;H9T)>Y#{N|9)W4`?9h+iV#sOy$yz(x_eVSBJ-b}WVL zYx}sDa0~`yp#kK%FSS+Iym6v~b(oa58A|IUmt{a%uDpJI^=~3kWHma!1+OPDp=HXTQ79 zTd1jOH}QK*XYPl*z0pn|@UB5U!H_>S-o^2ry)H+j4&zZX-cv3|`TK-1_p=>$dfedb zi`rXceE2OuhwkpABca;Mr|BPS#36Yz zi@QEn;aVE0b_N*i(@RTQ3BB$D;K25@t}~6OO%M~7?X!@xOG*m0L{i5nMEu6F&)GfY z4)+e5TApyhgJ^^gfcAy4U&FI&TdZUho8cd>(1k&|TdDFYEH^&c@wfjBx?_Ax48edW z0vufY8Z`W?7dY%#!c>3S81JQs7Ux1u zWacj?yUgf$H?j@m3n_6c26ja;5RWx$;U0zb2uXjQ;^MNQM`#fN?uNt(WTCWyml6A& z@5zr@LGEh4J2AVRC`@Dy_xSDPIKhk8nYdBi?p~wD5tvi=&db7B=3oWf7&f-}0=3f* zm#Rq;I!OLMmLmwMOGUX@8__a0zrEK;$J(aysY5PpZUQ`x_}b#RA|_b)1*Z$R6v}%3 z=1Ybd3r#qE`8GGZIPH9!#VOCcEv#m5wC!%z%A69nS(QA6*OIv~m=M6c*B&c)VyIv^ zs;{YGa{15-x(;cL+3lGNZgB{nBN1<>sk;HLONK~wdB^f&q4QNo3L{{K<065MPiJNQ zr>$?ca^s>-Hq{FdP`bm_6d`vcv8WOD^CmvDKLhrR7-dva7GVzky4gI*oR2wtyi*Mi zhI|IvR__8pZsRTyZ)$dfkD91l8yz<&k$Q?F*}NQK^&E*HRD?9A8Jn0~rth&iIN2|R zmp^DY$=z-?I=zjZ*0*9CWFI`QUtw<&KT~0Ey-^=}a-wT80!B7DGy;z+m;~7#a!>)y7wJD$D;3<^N}3`?vVc>^~VSrOi=K$Wf7Rdg4gL z++y=F*~C@ZjMlejfyqZ5E1qo0WVu%1`pJoSU5qxtWrSNsa7ldEzPx3?S(#;gpSa;B zRc~s&Fo@e?uG{fGX==iz?boILO8ew2dA~zuQuwF(-E#tys#W2Wwm8il*>mN*FQFQQ zk=$$I*Pf~-@7i7b9#f*w+h1xdId)L=R#eMbh){X?)3VNs(_gj-{^EMT%R`+Rp!Dtc z=J4Jh(wKDFr)}_VX@bA9o%nmC(zde?J9mWhBboA+@rf%8%UNK9c2aw0T}jq z^Lb5H!5fw)g?cfyzds8(#s^RSODln%OVlo_hZhI!im+e(Jkd&8^FQ_`uVdL%xHS}~ zbC{yxE4zFA96jm_DaG;pQ-}yS>;=_(*_Rx)>-FItS9?@*y~E$gvp?mFZAXf3vM2@r zdi~{mngrv*>Z;@I58$fFhyj~;9M~QP&ASpLzr3g|nOrOEy^CY=2i-^0Lm9waNekO1 zCHo72_L&cS837icatFeJ6>B2_ZVD)bm`@m@F~Z@~UEYhH*weT+!Jn1msC@R>kObb1 zc0=4z-u*1cv#j>OC7eBk7c^V&W};1r{}L;MsI zkm7SUU<_!$mp8^#nNv=`TVZmzwoUdpUY)$W@<^DaL1bmm0etWjWgO?N89+gqB#3lH zKs2#1%`WFZn&xkewPh>UufXo3YZ@BZB(FI0&oGBuUk4tQ+{Ul2qDGhW{mRKrO-~HK zkSF<75*VPp#Oah7A|A;IgsT6;@MCPny&S#n(|HH;cA@fR_L;7`q^Bu}e^L`r!*lzQ z=#|yPb7S$zh5V}@o*|XQ6Yw}yiKg!BbQjDe!rW{_LrG&loQr;(uC|KX=XgPo6>IwJ zT>%kjxK$rGo!+vWy;vYDKG9d2w0b;ZL&R$D#q3HRCk7`RFgVgDQ~Z?FN5cwEt7cBUTTD0B~!OCHmR!!@f&22;08PVNt862RF4afU&rNpA=vt75TGlJ(k+~dqD^5^u#~h zhu|+uniW0vzz;hmM)3zhVCM32R&V`K#yDBO7qSIc;91=ddG)m&^}HRKQ+ zp19%Rq1SQ6Va%cC4@d6HzS&F{jW`qj0|AGNN$o^$YKtd5l>rab7qJm+a;!2-Xl}lD05F%DUn<1vKI~5O$t!b%Ef#e0?1p6nUhF z%k#v4IE*vWn}1-EYVB?dtlY6k2&n`UW|b&@zsu<_%MR}Qf;#B=-?XKcrqJ@mcfs7YbRJ6 z7HN<>8^cz*oErX3r~X%;@aBdQCYd<_M_op%zGLIt8sL^htb~!5c8$teHd8}A5SCeX zmfhv^7Twd=?L$JD1~FpEs+dhF-dzwND755>8mnd`YeN1?vfwcS$aVf&_CEtho#;c3 zzu1+FEA#*TF9~|VRb`(%>UEeiZgpKxu&?7oV7CQp@Y5CF$8}W2K?SvgEZbeue7q(3 zPxK(~BkjvnSADl>X6gz$?a=;W8pL?(br=-ha1OOgGYu6NrZXy6yBQG5%9x3?Dk2uh zk?R$|&rNRKnUn6S5t!(%4Nn7vx@yL%Uka72>>R&qR&R%QT1ADw-d;5Ko#$8Tsreeo zIiH(p{zwKc>{Jw_++I8%hd;Vd^ejxPjqqmvv}(^m6fvVB3qd7v^}?j4WDeo0CacJr zXuZnX>P_-m+Koi^YrhD=rgMy%MW@zo8|KT=%qv3e>82l=|uumF_TNw03KsNVY@KY^S4BLOc(0`K8R=D))qe1jt zJ`K-P-Btt+)w1zQJ)xN*M00MoJ-5b0hH4Fxz;(P>#X`*R5INu;NnUALYE_c?M5ak^ zvC)~Zu|}kU4*=*&vd>rmPS)An!)*HZ3;gqGBWA#jznk8*wQ8wz+E-u%#To|o3Lmmh zhRKm6yMHFXaJ32i5ydJ#-K2XsLzPYzzKE1&6+=%yKfSd&zT(bN#T@xKF2+bY%@K?# zw=0&r?PX(xW&PCa9{+rJ=d(xK=-F)MGfmv&T_FNl#I!kPG=aASM?wDONPU7{4tU^(xP68 zg0lmsM;0@w8d-KZ6=An>@FhedD{{k>v2fDKZW39K7b&dGzZvl3Tp4*#_|_MDznWc^ zinjWw=E>nT^b0;}$6MF*I^3lEfjyvM*OM7?x zcq+Im`c&?)7gDMP6YKE%| z@ShHPJ*7JTbV2@B2c$jD9*}sL`3_LgLNKzV>lR|gZyAhH8uzqaLGI@6R&ZCT(4uq8h z{TjD0hi5)>F2jJ%T`$_P+T1pE$AZimrThKdB91=QJ3Ve38oOi2bwO{8-mVrJ@^r&9 z{U=CG$zSQOOoJuP@{B^8rIw7RZ_~bafx%!~njHHd683;_^W6){_CYxP2{%EgbaIXQ z*V8nX*-sndxaS+?#*%?Wk6I(4Avwg+!s4bk_FBTPaAo}WQ^}Uj1x|m*v ztp4inT_y@0vI!OOoR-I=?a)2C;GK>IkP zA1t3Qn{&*GJTGD``n~flfd;VR4v0#8Irv5>3nK4#>rAdA#ydBh+4YYhTt%-QO zI^6NBY0}OZ@8XKT$q)ApZ(K5(-m7{NVmkUQ{E1bED_$K_?)WCCG|?yYn0%MRExN;T zX3EWi_<~16-_Jx_zro%YCd?~e*TV2Ld#+FfvgA8ZRZ_g(bVdBkM@-Z<7{S7hhetBt z5tGr<(t%a2fewk1dw*pCe;mbZRb?DLlDIuh&FA;KV~}u)Xb6%+Qs>qa#T4cEBqZl) zfI}?0SBzEq981XlY0ebO!5@S<%pf+}`eejP4{sv82dy@rt>2h`R;jV13MKgVo4@xT zo0y;_0=bb{(hYd(X%b_kq{&p`xEzPChsxAutd`7dFURL-HY^=?EDj$#R(T!mNw^ym zZ_hXx9QWSL+{P_C8d{Y-spRlmxUwi=1}$RS9K!dOL-)n^;83irh2gA$syL+c#nA>! zOqAs`eZvXEDC{5R4}4TC*Wl0|`k}&*_1->7ZtIQ4_0d!KGg<9hrIdIG{(XmDt57Q; zPjUHkb4S{FbjZXUNu!{|aZt+k19&F+?$mXYJ?bxsyg0GPU0h z?7jIMv-ZAhH*3z`!4$vI?dCqw?#5H`)?#sOxqhVIP0c}}rLW|NhD4HfUq7PX{#03g z!py4nWPz<^`^4HwTEELF`QL83e@`q>*>nKlk5r|8B_ye$rG|s9Rh$~?*ZMq;At9qm zeZ5LG8|U`n=I+%Hup=)mO`D^4LJiYUJ~z-kkI)jNeePAa`7Tm{6dm&T(pR{ zQk|4xyST3VeY4XQl3meiVa61>>%Gs`?z`YVTWweJTdF=R=@eH+k5%@07|+&|ell3; zJfbPR{qTC1^JuU=REeSTZRkg9o-?VkST#vT@_TgEB3zZ&!*7*3uii#K@si^ckLcLX z#afnh0mr`R@^eMH0j?ol$h$|Rq1?6_RY^ig_`9Uwf{w0t(;M+x&@u;Ms@!k(g(bX3 z0GAVb&%PSf(RKhrQ|VPKXF(6R)osqg1hsS)b~YY0<%fxnrhs1b)!+mxdUzrZUB4fD zo|W;Va5r`&UhNE^LMv^$gUe-xFZg8CZlL52FpyQU&^=rh+rkjrz3*rLDdJ!fO;MEH zB#+@l#l=Nj*HXH_PlEW_Lo}DiV|P~(A&!Y+RirM87IeeIUrZfPPASkCGnzizGal`` zKu>!n-nukdYUgWCO)ITtk^T6rVcH5aesl%0QUdPU>V6Wz8?dpb2@8f9_j)@8O)e!0 zq&Be7YS3dq-F7cD9E!}r?sZud_-*MVg_<`rT$!nd755-oh5%?#saJk%Zw4%yheB%4 zyJBv#{`}V^EEBMjvF5BQZDZnAUwkvTp82!~z8ttEj81fs zk1pY-h>FZ{?dqmCsD#+?XA>~1z--$dJwOtRT(G-%*eNsmO?~Gem$s%X;yDBUat^e6 z&v>cw?IUDwbYHY!%6134>Nzxrc-GbxoULMdhrP2{IwXDJ;d}MJZTdzm$(5CrIk>xX z-PJTYQIxM7RpkmgvWlY&}H71=Bb zj;g;2cZW*xmMkSWO;`8?R>Ncb6VLyS@VwjS=;-))k`0uchzyWJd|M9~8u;&%90HsA z=3<;__%o3pbaf0j05$&CQvsU<8R!#E(I-`RHF9yLKj|G7mwhIZcY{Pt$~dT0Mt38y zb;}=kw@D-V@M4)&tkYuUqHKRI^j?MLM9VXa(@B$*hfnL`TsfA{cfIxo36x5KNqn^w zQxiyb44~9MLs7xmERouF9|f~O%0O`=*`euztBahcIQ-z$Qjunv@b@H9!&{ct?mX<4 zk8dK`aZHw$2|tp6fTUFZ9t5fp>QqMaWv&Cm_C9A&1o`UTz{9A*kg=aD78QL>aLmBs zjOVj}JlSv~_4ws80TnjN5nhjaCWftmtS$q(0Z6)qXsoarGCLXrR z5e&PhgT?B4>WW|;(@3X1DRGhhy{n*Az0xP(zf4Xi*U+8rCZ`*-)wN1>D(xC3NmFQ= zqZaT^lu-W8UW2X5Kr|u4qY6K*IoNNpptGI0;)>m)RcGUf(ba`X4Pdu7Rb7D96_r*XoLwb236@eNgZ0 zbBkUi_X-%^+w-idm-T{E_i*Io8AODtmrN-#d#-V&Rw>(k-5T)uxK5XQP?Eg*ExmH^ z-*`!|#p%DmYcyv)u=&ADO5;~$79JH+eY>G*Lt0}kcfG|XZk235hKJ%ya^PD(ZP$O3 zd|9bx<~U>;^uzyNa7&53RJ3sU`mR@^V(VFPS%yMAtm^}%`RH8O&ocTYBW2c3%{nHr zKb)gcZ*!II*2Ng6DOwOQVF!a-hAHSOK9$Z7aglCf7j29;=YQatE| zYev+m!+B#+=uvx4#TC77Z4)_LP1-Y&pAm+e`ydT5yN=s_iSIVNevMzLKWb%e>+qR0 zdfK>`!&MSpY~B;c>5r!*VjU=jYc23BmG3fKQNF*kKL0p=1 zrKozPM>5YUji|k5eL-3)SJklBpSw-_=sq{68tSMtb1bvO$xQ!Qe z-w1ZNm>XU#lLgsm^o^-adU{@oX|UQm>4yf(cn%9q+7}V#I=LN~U&Vj@`g;q#7<;)k zj$a-xnqBsa6_#}fqW|k&Gk#?|Nb~g@TFc@<82{c15N^Q*ZmI(8GNvl}OWOKcv0HBP zNm%4_drp}jU(Mek!b5gi-S+(7^&0AmPwP*6izR%TEAj_xrRe{ZUW_B@J1S$q6rMVH zyO)Rk@H>BLeP%y=A~fLz355IAPDn$4q3OwhYDGtw28ovMm%uk~c^Wyydai=?uG_tu z5Wj*HzfM1PYc0pewf@JlMCX7YVXXF5h6PD^8IF;GHcXEAafBW55Mz((y1oL<#P@{% zEdR3hn4y8gt@FWTcG!cGmpS!|>RLGUYnK?N+^$8hL*E-=FXHK}se8(vX!NBmXEMJw zaGS84Odq;wAOr987+ckm*)~e;J!|Cl&51a!O>taA>D9?SX=jG*>$V7r)S-{_q1{^p zF~Zg>W(5C2V`*478A9N8@3Me`>b{JD#esnSQr}Im%cAvcIj@jE8J8e(2brl(GK4} zRvosmwn?vgF0|dNdn2|oJBoe7jj8X<^?TPXR5`B&f0XS@n^$9rOnPlQCHd=CPh(PD zEW;tNP1?Xx>({=j*{FR``lZRG*}8O3=juf83y9GbMe&%b=AkB+r}t-oU~$vo{TaPJ zxI+$J2by%3bHjO4kCeuEI`MDDnJ1^0HvZ}Pn-ErIQ}PpZTBk6-H5hi}amuN*BwM^U z8EpwuI_xY-N)tCo@Ers=mLC0Dr*-_5i(om^s5RJ`_6ZY&jv*nD@Q3(UUU z^CK4$n&Fb6#Z6Evh9XoOk6H&Gi}nBYA3xRESrne~ou9*@VlH?2HN%iBDpH+T^3Ch& zmxua_zNLJbq4*Yn{Ut{2$YHOKM%{~YO-!gKuq@sYY7qos21UKatHyFCY?-YCtCHt8 z05IN$NeXyfr7XH7pFGKWX>(-Hw6h7!u93{s^zRF<$+728o5DX;cEj&StyBk$O2Yq2 zZN#zbsr$RQ2EnH_4K!nJ=jRXbh<$gV!QLLRhXDVM{-Ms&a}MOUUi&AugKL`Ed&!E* zU4mVA%d;7U5+ilCQw@($7^R%rH1w|@3tL^Wzu119HoUBMI$DIkC8a|mPmu*fH+uzF zN7Fr5cIx!0Q_r71(y>#NDEv@k=54*`=P=$bp~79Y5|FY=3U4bU<~vg|tt5ge1FduW zhT>=o3dfU`3axs-7jG3h|0c9?yT z>Z)~GVKIiEZ&QPnCe8`2_GL?WG{!ZiBWA|peK|j|3yfK^vZa{Ud4iRcXr_${kQJF1 z0yv2rrWOA@YU}+XrVo7La;sIlWda7$WoZNTw}V_IeU0Tp=K~okT+$yX>0n$|B^@)? zKvp$$L;V;~Oio-*?$yU90H3KTCblqwB+F9&%T^OfYKcHyxzteeWJNpp&%p5bF$~V00>->0#mrr&$&1Eze}OPPabV(Z8Toetzks zr#QmDzd&%cZ}ml7t`H|)Mx={*?cu(s#0LbYxN`fl<} zZ>>d9S?)khE?r=mM4866?Ty68I-Cz`Ab8=ssuiu7wA={cetWa$ZCI1krSD8;7nq}8 zSAxiALsRi4J$f5WV#>5(Cn>WT#kVshv(_M+azLZD%E>Yk<$JB4!hWk(eFcW%&e= zY`xKj7(0ikg;^w1V`HM@&;5Ck0OuGhuS8~|abJC}(-4DMk6-Y5DyX@|)@qqZ-z4L?DnUfZh?|&Cy$-ri43)_|(oIGiC(q{P z&%dIh4t?Aqva(t-dM1WjcaHYf3G+6fKVF80ff$R0{@`0zhh(wuJ0;$`viZI@bKzX; zE=a^`S}=7z7neKv*>9r?^}LtKAp&VIQ#{b9CZ^R_tL?V06c+L(UQ4~UkuwakXm|fO zbDI~nf)W;B)~R1ed&~t4h|g#jgk*l8fzTAn{!B>{P|iMEgE-q~G1;^jrL)0c{z#<( z7802a&dvHzpJ7u&jdCaG+Tb6sgx5sQ@fn_puubb~q%=iEZ@Wl<+Kdq(XgU7`7?u6RQ7wvsL zcIm8ACAUrLuvWX{bJ#{$edKV=upmx33172q0o-hSw&139vbEH^UxmrpPcL{0-0nOo zyJC((uJ?K%Hr`|Ee9YjXS}nrJ-Si@z&&@Dx;~notuS2}2=SqA^y-9mQFGSd})eTIu zE}*lT3#rl%ogXhVVl(m0#!aW0S@&?A&b-ca_hau0x7_3MO_N(fnJs-HtgRFvzVjU_kL-@Rb67{ZZEIe$X|+6+f%~0jA14hFvZm}| zl&~q!DbH!4^bsfRNP|R{PwwXyjWCBgdeZgG-I}IY317eq@B*fjy_J(*&*)^o{kNW7 zNi)~X69`5t4+@gY6+$IBH4LnY6`(_-hmFA`$N|m5QcxT*cIPO3qlFpaLqY6cN00(~Xv+KTlC(&(&4Y2kyvH~uvkLmvbenMUknCUwXauQ+_ zsp4bG`N7! zo8!Zkug`0(q%~z-3qy_>EJH1OJ#yGUk_~utw!!@eoyyOR*Cd@V_+;Y&fXF4_u_fZ-jHRS$eqV<%a~nLha0 z$E+c$%B8!t11F~2@WrPx+ftUze>9?6!ms_=@_M)(spDp&kiPV}wiT0U>5n72d*gh4 z*0!2hvopXty1r$H_LzFE$5Yd#v{rOJ z*wKx>O2eaGz|OQZ%4AP(iu_twyaLBCTpqVb5)S%atDPXG%&ipViL0FcnSL`%z6s69 zsC%VGLHOf%{|}zbQ0#~DOdzdvt+k#u0&XtW zUsL{+f^~2)@W6n|J<^kN21}Q-Qj2pIbfXDp_ka(U zv5e^-x`>5oA=JOZcl|P5`L)ZD_j-ODQ9mEDhop0ONHn}PPH}CgldxxsiNeM?6EfzS zb|jd?BR2bYE;&P+Z&x-nXnZ+~=Vl#FKkN{8EzrW``+NyY`JtJ(LQn2_*M7o;vzSU( zb+O<8Fus$X)X>7=7aQ1jC|bUZnPz|3_?UHEs;u76O&9@ zon<4j^Dy-qF}YBqVaA8sj~+j->HEhdK2iH#iqr$DylxkMo#8_BYUH}7+e+kuIS*b( z?lmY&ovqx6&v?AZzwHEJl3tPcP~FA3h!qT5 zZrW3M?@-_)AcBec2Gh)HCud<}6-JDyOiPZsf{bxL3XA0SsyH{7X6_y47z4bF%uc5y*C$Fgw0%%!k-8f40;0NZW}Zz!+9E4Mck`4rA~Cw!<(2qnThMEsgXWde;T>)zGQg$S%eGoA{gFE zQF-NE-{~YB6HS?yV*I}T*==Kpv#PzdizzA!q~k(H0$`@qFL<}_e8`qQw&P~+d;3-E z{Wm`sx^X3OS&T*FnxUCUP3ip35TB2D$FPfNf&}|P44c$RE~dH*pgXmW)+79pTJ=(U zE&3-V53-+o2kFC05~Wcxy=|^#OuS~CGlxI~FE%X-lmhXfUPGpBGoXKt{`nzbamo_u zClPu81Rn~e*4WI9&OxE()TA7E`1$&LIS}(}mnBGifw(QDIzGHF4tsQsoga7FuSa{B z1pMZ5n1xxM5W-rgl{R3UNo+9?sj(MXEKUHcCZB302emN%d>XI7E7c$;D;vHzw|s(( z=I~Q7Xrns-@}tp47a18I2%(}Ndr@Lt7JCXWpkPJ)V!pO>xz*m^)uX;!2sI4Z z7LVaCN&ZBW=S$(Yv^Sp?X?$G;(Gt+w`S#&$P33lMHLDyKbuvc-jLAcXvq%2)s`RzS z?FVyGE2@Tptx9;~vdht~J`|zt#;=0L*F@Rs9*iOK8q^Ah1;6BaO`LhT+o68d_s>R{ zU|;OkL9kK27mL)h@-HUD{F=GS*81G4uwK;<5W=9^sw3!_|IoLRCE?QP*D+ZlC2c{t z%QOn!OtTpyr$tPL{$=vA{Oj!gKiz#0Tq^N^V~?LivrV)5`hr0x!nHt>_9i}Dsl_`o zV)P;N;ldW{PGI??2TpMfi_b4&{D-T*wq=JFS=+r{Ub8v$`$Z8M_YHRXU43<>P3A$K zNKRMu@O^#1o!5iO6g9~oi{s2o#>b@-KBTg*YxkD_``(=Sy{PHtCh_%3TlUSr&J#u` zFpti~Z$JwVyGZlXU%hB0BIIKP|44~lHJDR)c;ivZ+zt9&5sl=IrTn?b6#DUb7r-*G zN)a#IRE9?`7q@y(r#9}`EbPkHu0ffFog#kvQzDLkNV2iUvclcSHs}$y#Q~<)mTW|7 zpU9vWRn3KqWkQToLvK*U!q%qchRKY=g63f#r@=Rb<;QaMWne7_{o>{7YV=LFmt7*y zDs!ikn>h}P$tODc+QaurF`uxndOif3e>HW9^xw+fyucaf-^z%8IilexPwo}@!?^b@h zdzb@{^-c=y6T!bH%?y2pOU;Nrs<>?!F@rg^7A6cJecpygd{Sa?{d4J6RtQDUJ1~A{ za?V7{K9}&JT#E3-!bi;E5H;fpE@|Si#(GYE0^3OWYNZ%|!eE%W2<}F4i$eaN*3-2` znh6X)+7}9$HRzjV*?pb;Tvk$URrLjm@`RegXcWvUgASl3k7aO#ahn7_!^@-GeW%UN z_&+^s!%i@il2vBdJbmlFk(blWbMK2KLsb7>ZJoQZwje=rQt$S_qv~gH^!^%Q3L9s| z702TS$eobxN-aBbSw~qh{qeLMg*qXNiX(z6yDRP4TS+ljWXScOVo6H3q-4czIN0S~ z)>lVwq?A*0e&8t53dcT(EDST4{rXP2P+n5SDz?|X`d@(OfUj{Wowa#yc~3(UKQ_!m zCi=N#MBgV7^mW&sVfNx5k9^xYHI7<*&h&N(1e-l58sAHZ$BH?tTljRWkH!nMxKH_( zzpm}Rpc~lKxRKcW#^qko+dya6Qe+VnM|@t>3SQoap8+y8u$ZzbcMLm85#Smq?F}>y zz38|?YpJX;X!yqOW80E`p&NL|&ae$7mcgYmUw`nva!?tr_?IGl7&NIU8~O{!VFCR7 zy}kKJj#NP{I>K9}{DC}hVr!Oij@&I4`)2;wGE?yn4^iS5W~6NodhkWF?sn?e-u08F zAxyiqKBmVqsTP1fI9OtregbX8UciNdDG$V*X3f9Q9)pMBbrm=oO{b}(YhW$Ck_ajCng?Pj)-QbP4wn>HL(tYJ9`OBCp6 z4P8$RabNxFa=}B6(3Oo-ju9!5<`$NbFS7I67%B8#tr(R3m(DR*@}I-@|7ZsXq-kJ* ze1@cKYY@h0z+}Xuv_H&Cr?|)r&dCls0IAyGRbe%kJn7*HK0J^5C zxdvwu;CDU~oJC}03U`(9<9UIxNFqGcxqQR;rnTLoEq3zt#wVr|xHh`Jr zIG?#=*76eFo~h@0QN>+*m9{TI+OOQ+El4x8xhfCzmvLM$T-Dm>{I+kLb;{y1ox-I@ zP|L45ryCgzl({(`&5Q^=xSkAqJw#p~r`LWNNcNE(`5hT~QO1?CrYrP5gG7vuz71NP z>zw-VDVYQrhwu<#tMjZ%8Dp^1y4RT_zaahuH6nx~R8POCJc3)g5Cm{9aGvI0y1F}h zQWc-cYAAdmz+{u@E*1|y*|d-bSn%TbXpyfD@xAHYV{yQu+=BTU&8NYYA;ppkk?bFv=;z?!B@=_v>#MK|4ZwY_0~&VNI-_Ssb_|Zsw$OnT^re zkheX*wQhAxSIT6y|uL z(~TFWkGmDFw&;*rp0k?D3pj&>T+G8{Yl%%De7nan-zAMx}<0oK#Y>un|k*5Ek|5@V@+$dJ#9*`exWF zN1E%aE;|Qa9K@R90{b(rZG!F|+-lwP26hFSFdnBwnt}D76kY#0xLOxw)c?RKV%0Kb zdVJj|)|y+gf#_7d8mVH#I=t@OHIe$F3I`wZJ=G8CYp^T7BX-vANTA^qTww9EalV9l zX_vkDVUW^j$cSu~g}noGVKUr<+bPorB&pLmG)>5{?ZjUF^u9DZSb3Q1tGOm&ZTH`S zS1R;e$1Es=3-_|qb^;`rs6fx78^xtuasKw)gDY4k$>a~+NY{c`typbPUz(YqM2Q1| z8Mz_Zld;%k;{>wH*KoAIIVZe4pL`kKvZp!^H_kO}eU|Jjpjd zuu%bFNzwIA6o>k83Lls<-L!DG4sF^YeS{DcwqHWx+_HFCood}Jc&n`Fq70`JmtCUF zH^jr_be4dfbK%+};lR|MBf}CH>LHw9(;{tmI6Zh(O?)G~fnX??=BgegUh!)ZpUf(=^Yd>tUiS;Q@=EhU>Alu_U2UtbaLrSVRi{>#bweoVjf$BmWcLB;YySj*i+)@KZviSdbX-cwy& z==ZW(vQj2uqg-9WmcA+8yjlAX2leslhU)Mc_y&*BB|@DRy5&90hX6+g9G5@~fed}A zXm`6f{lEW3U|OG{PgyX~3Z6__!(`V=4jf2%Cri(i5K6X=!Fd@xn{6tvUVsRa=++wN zo($%TpU%aP+(e1{yLaw3sSGQm7kG7)dR`aFi$kR51e*3oD7o2LoZ4=6$L4bPUwV(e z(~%uBSmUwwd5OE*6`}Ci<6QdLJS9EjnrH8Wo2FkKJWtPVuG^FQlTpE5C-%m^vib+z zi~+xYKT7k=!Z6eBcpPfu%^+6<#RMzfm-aFw+^EouVz%jKMK+l%IfPH-S${t@o$SJp~q{Mc`TK@)m9pk-?VKw_8AE zg39bswGT@DlRC0$eLX#&MSRl~^xQTKA)Um6{L-zL!Ew2`vCx;j@o%R#_rJRfP#A&j zT~`Ng(XE?^7Il_!5|oGAT*pso{LD0w5&mk{e&?iiD@_y%h0+lCpcdTzREXJ7)*HWD z@db1;G{ZNM(p%NK5xt&{!2GPaFaQ(Z1VIJb^k+LRa{GzB0mew`@a(VB%T$U_Xi+D; zbk@(v1+W#~5+`{VL;{`eI`FxjDZk9oQCK0~NrSknO9{I-}z@hsvk0IOI; zpPXJ;<<~d*?JX$%kMw|$ZbiJBF--JADxyq&`-NRdPQ3}|xI*yaG3*D4yfV4EN;^wu z=jy7EcK|(%aZsmDJ9<++LUS?xllQ$OqiNwn224w1cMZ45vrn*KTBLI-%3 z@ADjw=VOTT;qu_jrqI3s`gex-GamlU9Ma_)1SM66n{@8UkSnjrDHZ*(|Z^kH~I{cPVW*K>(lgLhE+`IUiO(_lcVz_gwri29U_7rE$jpFD$(XAqb zit)8)w4wY^r1)8bP@~#z(CMkdTtrP*UoQlIm(PLNTcGgg&X@uMfQp*? zxLAF{g-)U7(-Iryq=?W=xag?YSnk0k%)t(hW|?2&N%u+NCHp#fq+a!12wMkT=Y>YpQWuY2GiV`tWvV zJYQKVZFtE>)pdWaxLR$c{H-+>QV{*KT;3nk$6Y64mth)T4J=6JQ6_hVjs3=~2E@dR zY7jO@;s&EEt2uh3d(IWY1mbBpAyFvtPAjWhvO{cufR?cUp=TwJfgTlL?9CI4v65t{ z#0M3sHr3LkXrvGJPfA-Wx?xc+;Wsr5dUMi7b26*!N7xGv-?e1b8Sa~ux0n0qELCh< z$ZQ?Px5$oGqHU9S;QzT&4Ez^ka-{aZ$FQuA7@NLul6GstVu6L{N$c%TWJ zlU7t?11iK6NSLl6*cbvO~t6$T7 z!tS8{kaIPDXi4IMfbgH?y87scZncqiln%mT*>6H(rvAQMvtV9_;$6^|*Gr)BITv{*?T1S(R@%6<&^T8BF7kW8`U3h_9CByMpi)|6~#)B zNcG>b2*&b%lh8uOWvA?N!ixrI)are>H?tRFzg>A(pdAFvaq@uieh~lJj=&k1X>kph zz=tg}D2D2n8VnM-6{x@6z7M}+{k3pYeG!yA!ZJ4Vu zn*i{I!wqm(>y;IC4x{=KFLdh{Fu8*$TCna$FPQ`_``)=~as8Tjj{#HN&lpc|b%udS zA2tP!P$$?xI=h^6zb}T!Mnkfe!{;bhO9Kkl1uuoe{s+Qk6~0_gsub zQkny~C6ie4?(yk4m`$I*W~m+nODR;6!o+yGD%?y=VNDj#l9O4bve^!d;)A!~eFH{B z*Nu_)3siNKEPxcgR)J~py9*0$@zB+dO6+Oav)=NLU_`6!OWsM`s5jvc^BEwYW+JIL zQIq<%U1oQANrR3gmmaqNWkBE^AvzLNmVT%jDIPolB5cYJqBLO2x z#$g={Z8t&wnf*qoD#DKAfdrON_O)bG@x+yj1P)NLZ|26N$!?lig^4p|G6_G=az05s z{tdQ11UA0ZTHgyr#++7yZi$i5rnNrIOaCom==1PM?`iamePuCTYiq5s953tP&F7Z) zef!IF*F@_`qOS2&oeaOUne~b2Z*9398r_3ABgQT3>Boz5R%b5t_Y&Ak1hl(dA*bqbo94y`4c0<(JYd0Cl1p%ZuR^-tjr_T+WVk3-xbRmp-{0dT z+9LSu9JDnLBG$$4;4K7Yb%*$K_Qfg$CybIOTHOQfSZ`@0%A4;rzFhnfgFfMA2|qDy zpT_9Vx3A;@6uaHo31-k!hL$~tPQe(@y3KMgHy+N=O&bYa^kTab?MWO1O{BE^k3>D^_N(>nE z_-GNbPr6SQBk#Ezvhf&3w%Dvy^T`@}O4F!b?x-O}bia<$C|}E2hrg0i|t*Ei}!?f?R>21LlW)cac z3n|AMcO0bO6u?1a+1SfaIXhVXEysU)A9C{{9sqSA9CN~{`U zD8ZCfOe{Yrm<(JEI1uxw9e{s1D|IYCP?eZvTC5PRtyTSxUIjb--?J7%@w||prX2Eh zFiXx%5z%$wK8ZpUq$vq}!=rDHnTFj1dR--m!8YHsgBA=H-9viW;)c-2qAcw8K1E;jWgCGIe9WaGE97xL6u+V0e3WgZjoY|#{neym zecsz#9!tIJm8Tg~U1oynANS!Nf&6^y@MZQ1ziB`RhvfU5pLT}NDm!?bZtxi}k$m6b zS=?=kPG4L7ftd%k`N9lodtD>px1$2}L;8CX(#9(&@k*ZuYKr5h-Dc%OZ#dmq$|!IR zhJk%(C3zrc<}IOR`{&V0PGysfWi9zf8MJS+Qm%brFJ_R^_sAyC-XZQ0n>XJiDIo&k zlcAV2CLO0ODfUvv_tK7O^sj8!kLV`u$<>cN+zET9)*W{7ztub|^-HzSy4?Vk@ZX<> zRvw)AbDJ0QKyHXzTr2=|RbVlSM9coi)jB)LI)ertuN3y}zaoyN86te#tpVq%y|CH| zRA>CP%4VH*g$Fn)YgC+&C2QL|)2_=2A**~FmRS3J8i&6i7)3EN5K&)G)nf|zvHW9F z1H9%!LhrK3syrHt;BHAbu&Sj59Eo2ofV(qmVAufcuc{-pJuNCq!yd1F`65=s$Tg=; z=K+l18Rg%5AS!ZYm-Se|ZSBXO`NJ_GAx-IaxON=dCH(o%3;^6-#&{5;T3*Kd=0vB;68RuB6RBUq@9Pt_0k6Z&`Ab`@(&1_(u$g?Py zH)yl5%E7qu`-XY0TG5h(^rS_4w>UPvph0TbstaaTYS1Rd8MAXA+3TV_0gb##wX%9V z=YGS%dQ~{8lQ|&YM`ujUrEBZmn35BQx&$k}<#M;Kr_Wb`AsjdeiY6UR+4?g^tGo+MByj)na8(;b#`P9FHWlW`p z3q^^iQBQLG%kFBf{PIBGN`8y zAnn-hP=%MjkGXX>Efra;wIP{Om}FUxFxrf#xxQLUUi+kN`qDElp@-%1T+H{RUVpEP zu0bH2)_AlL=6TGBPtQ5E#9s0z<#sT4NCRJPmh?dq<^z|TwmevNb?chKUTxr`@&D^4 zaSdmOJ+h%Ecz4E3()qpBViDB#v(Y9!GtwgVRijpLVYPrS?G{qM05{cJ0Rz!ai*t*$ zNMq|#xED4Pp0M12bM<+G@>rK|X>_@Z?dzjUsAG^oI4mBPuZ~VkYX_=kq=j#*`E;F; zK={I$lGDYp>TiGCe39jnVZqpV^~LvR?5>jlCRlz@5WMrQ5%khr8-sX(M`wVy7uy3& zW|~@BYJ}j^+;V#`+B(#ByHTn=qv_olBZi=Hd%c062&pwGzBQBj#Fn!JLcEX+--lh} zrQpf1Yp8ceCp?#GR}E6s4g0fJ94G|In8&e=<3&SJ*Nc3aa9UQCF|CGY-eGo^HKY62 zdnZJwnuD?SWx|?L^TL(i+tO#G|L%AZH{8361&2DFu13$(_Kx*1Xbe%>c~+0rs`TNJ zsRKoIhWFNTp%r#pZl}VXj#dV!^#COGv|srziHwyM{=swDzyrqlzqrAX*?)DF>O>!> zULUxUy7WadX)(ja)XS8lhh!LL$nIpyn2WLx+VSHnEGP~N^Pk5!vh>)ZL69VmTB^0a zz~WqEfz(ELwJPk&l2ixgpHYV@w1T_(bj0b!Nm_FS60*3p=)NzV>ig5~+^563ms8c@ z(n=?iyyu1b5sF4TL+Snk(A(JL8b6BS^{%EEJz=Ljpz?|k*PO9naomw|MP!d@sF>i} zKToH|TBcM7zSWzrsV>d_CB1f4vs}ioDLuH4hHoQ?LrvqE6^jTqXH25PBSiG$n^gocO@~P6I79yT~<7*e9%K*g?&ly znEECl{ZjS|SKt9E%G@I|6^cz%ta&l1O(y*t5{Cs-U9JcJtYNwS4^GVapt#-9*2V{} zPd_l=ujCj}RyD6p2_Pop>&nr2!q2&BWPZFWFj3$IW;0FFlkjnokMehX6q$4>tS+Z+ zWdJ5N;7Qs)%D+v&k$dEp{^51-ZdxcMT(Lb%g1q?tqu;QzpH^1zQTxFdckI=&-X!98 ziwN(_+4c9=z;dNV_$Rb`t02%)YPXuMizH_pnA?jGaRRB zQXO6b)K&oa(f^=pZf|D^aF3|v4x{I0bo!2(Y*pj=4Y}Hrp$CnpxYspL*wyy zo15qCM&{Az^r2&*M0jw+pfo{xR?j0{Eo`3ixQy~m+k+HWEuk#>S&vProub`LVu6Cu zV&7onan&#SgStUmI%#kPKMqYx#0MlsyN26cJbK6QYgB3FCX3p`v1+<3aH0EQMHE*l zi^r;W#_PHN{UkwymLN$3f!Tj~sV}YmQ^qQ6U|F+SBPUQ7Z|~At3^cq!{>9(^0$HL% zi`xuvG%V^AY7uApT!G%$6tm7H2{Kc??k_UV2sXLiv zk5J3FMtz4U8MIP9R;_&OdupIkyi=_| zbz|7T?_Hox!~s6!6Sl!O9#(Fz;b^V+y_BfzaS2I-^hppznf+rLS&Wd$W&LPk#DqSk zLanGFMMkey?zF_aV2a+QNebYvFk>{v!>!*#OIW&2Nan(EGP*n+gWt%RCJx8yTLGvp zql6$Cay<9X-63p&(7pdSC;wydmw$4IjbX2dUonHnwFq`L^K^KiZ6y7}I(RzrqZh(h z1L@pF>$C-#$D$=eRw;P_K|_L>z;nDmKR@3)Hx+ICylEepjkqLVkaY*TwVq*}eFYf^ zXA1CcI{?JJ+`5pR@Z%Q3)z!b<$R9sKa1C=0w#NE&GMVN_Q!+7(i@Qf!V%7)4fShm$ z+^j&Jf!lkHc6W+sucE0k{ZcAQID1H4256kIo1o$rIrZ|?;H3g1&m<_v*F1P-jrRPI zdZTGV(jm>CCgo~s51Gbw>VDjsq}>cKH5j1)jDDleKv!1Y3}!=Ev*eW)$zq4tUVG$r z8r#lN*f3p)JInasy?4%9d9y!HUtv~ztdQ@59XA&ctGrt?C#Y`Qy?ksf06AjWU2gi0 zH2o|%Ytx##u(9~u#O*|qS(p(kSsBhSZs{u`VT`p)A)lv#8>m!lElVNOgfb-TVxkV3 zI(#ZWN{t;>1u{mRF{6L`P~ovob!&$Nnl3t>b}Cy5DN8_#1qN|yCmp~i?tcwF46{&9 zXLN!6$B&)h>Z5&jN6TIpP}^lr!bSY%#=`hEZ~ozx6xuB9K(Ty`M2vn4+k)Gz98u+vL?YN78 zDq379f!96tUXXAa0UL9zhP*V7szkw6-q+I?m>q7v$Z-2eN+r|3C&y{M0I6vDB;5Uo z5PW>KCwgj++18E3{T4thq;|Bdn{?ri%MS@oAURNr)-f--`m6LbsW!)R$;_e#dE&Wz z;HXP@PK3qv14vONd9sG)o);4n%dHFE+O}X?;#*n+$KafDXhFcy4(#QP^E1gpywKd- z+;^mgNVpb-B_anaeY*AK1ux-WXFEhzRuj*`{Lpc5?ho%zMx*%*28r>V((HAhmaR3+ z@V`Gi<8I;HS_3x9l@{(H1lKToAFlZY%lGhV-ZMk5Q9_Qx$`!QW0Au?(Mr zMuWU1@x;|&l`?is4`(+xl%A{zS4oOUQiyCnX!|Z&L4Ug_w}CFUcI(pHg-?Flr*`+J zE=d1Oo544>KDEmcmI;zKw@4liOb2(ZrXIx6(6;1HVWnSmBrwvp)B}v=LhQj5MGF1x+m=bqhqH?Myj! zB!J=y+)K&Y+T#nMvGXC-gr{n40|EC?mUaal)ont7X|I9a7*&}cwX|?<<~!TQxZ@6a zcqoyPHr+$Rq*ew>8&yA-B#EH)!~3xD*SA@%{8U%^)J!Z+X|*iEuwo}P6ci*+*yJj>z@ znAutQ*n1ns{TovdChlCBlcxjz05b{|rBu{jy45G~R6>bSb&o5{Zb(yjnKOje@yo7> z2i>fj9lKA=WOn){?OBT*v8V!5bC{MExA3jj_@~oCUWLYxX1Y|=XO*cd4t~6H>FfRC z%25|r*|Y5g8HAQD3{x~E1%y~g4WkO}JcC6q&WPt*2(M|1&E^OgYF4Hi$Uxc*ZjEHwl%b--jM z_kB%Or~007ZM}7s!$&+45F5iDc`M@gQ!9Gy4ouXS1`p|n{~kQ42oNNz7Kw9H!pCrv zNr)WqIk&kH^m~;}r2rnwZn(^p@G@wFeRONah^|BU{1hg<_84FOnb2WIQhA22|Gz(i z^>pHq^GcR!>= zd{~9fB~#f8Fhv0eO~7H+1wcl|ZZq>=Qr$W#g}+O@e_BF0d`?{8~gYl_JT${TJb zv}bl-{GeK9+FsNX@^L95tpyMud)c|33NVgIw0^6N#&6MXO%0GVi8yd6j*^J{wR|%u zm4?gqzadb6VJXSiz8bY!w+;zknNX#C#@3y_+xvz_ul}RLvNJ-?WM-MX_2nZ{O@%QD zsrhxlsH7=RvMp5&t{?G)qQ9$k?=mwVq#vx>Dl{#(EgooKTElCU*hMU<^pX`I zSmX~Sqxfs9%Kh8lcI+Pbj#|5`tq>$pmjuJ;FQ%de-|H{j$=u=3iC9G2+-t2IBH@aIQD&{k{n47A5Qk`FGrEbpFkTwlwz+Vf86(n;SaH6H zoE!gU=lc+7l0-A#f7>6mP|^$S@(4blf5taCS-w(-Kk<|EXj=DTi-h#7rJ`nY&<*jq zq7}w}#lH@7*fm44cYEZ&x?D}kJsIosNjQ2d+s9_8Cz(CN;7z%zwHqZQMQ zmY&fTb4SW3N!M5j|He<0-$yv{^c)+}UW;;gYM6b5K*tK7^H)I#5=v6j)Gnw|^zU&2 zOmFJmxU|9rSG!lG{;08EbW61^;_VfpA5WrFO{_`;)pe8l- z2O%>Z#0{t1V?~*Cv5^2H{F{uhg;W2~jfyQ{A%+bUgdz@+)C+ymd1Kr^x_7}{ErD1j z(4Xtsd|@}TKI$~ztf-kaS7~rbQxR%zY8t&xUK>!v&wzVl?lNujB<0a<8och}E(j&j zmR-HZo6^Si4bQonF&OhQD7j;@+%_by^*qc~K0JE(n@qs5yF1&>o_nx7My_l*orV|; z-KX{Qpw@<}S(go1{G3_^^`jd&n3dGH*V~mQm#p#z-@)oek6?>%Pi%0FUy;Vr&fsdU zUFO5IRiP*&wYEstKP$&@r?tsU{JWhis~;S1b~R?rSJg}$T9!Ti^OoLJpyu`4EUkS6 zMo5LJ!?t@G5XV_peB&u6K8a{+PF^S`YYERnSB?AM7)jjfE=uG9uR-2@|M-KO+iHuZ zou4IEZ`_*sjL+9mzhKfsUlez(uC^Gfo{(E-Qs=c7ST0@14~5wg14^bf5+xmRmYV0- z!rP3(ivOK_|1%e;J1QUJ8}7@1n>{oxBbo5Jh!o5)c%&K$SEiWcO=6P$b&wKTA!ul9 z*<1-9UEYl?u8{UH{r#kvy4k6ifnMUP34csC*}*NXSsnc%jbd0dz*%-vtNY9C%G~y@ z^v7;YAiIgGSUs_)N%M@8rY(Kl2dX?FTDYD`IyENC^$RQy?~D%#>PGmuhe;_Az(n+* ztj;mz{g>-Xk@s9Z#yxp{GX8n{pzX?WU^(QGTXb;q&(`?Ds`<-dP=9vvK{J_?3&jwlc8nkn{1r>C1!tho^~X&gMrlZm9+Idg8q_E|yIJSh2{d z`iaNI!r+m?n)EDP_v!A4mzEjY(KjCNqAf#bv7CA{)7|RM0ItZD7m$LdYW+qAdf_7F zB_CE!b!l?Q@6K^PeIMylf22~$zHw;&iH9)b5Dsg?`V=f7b5(9keO3t>>xt%4|It@; zh~dc;4E6E9eyuD{;O$>@)W$%V56FQ}0LIAo$yp4c$YJjp$A(-NbPUsZG?XlH56S~< zHGskvcYZ3%_n$eT-vR(HyPVxV;zu9)3C=Qp|>L z9LqjK^#xD@EF1g6U#T0$)Pj9(`Rb#$XO_Br6-m!&TTG%M9DU{RNe>Z9Hmzgy4wd6RG%x%+jQH zL(^xKuoe&W-bAMa=4>qN1sZr+=M|>+9tK1eo+Y)3**QK?u75&)uPQdGx2$z$SeR}2 zH}Nb;O%`n&8MUWtuvz6y^7M9cSSJIfz1lbRG9IQ(Qfd2QMyXibZcCUF?(1 zu#Jq~f&RjcvK*Ce&Cz$wU3VWeeOcZ2pEur@*xmrs>T83^N(hUAVn+R#g80+3YnW32 zPyD#F4ZKIg$5(#fcGJZY{BeJzn$Y}w&ZRSV5MuZ!(ekg5Q6jL3SdIbmzuTD21H$h@ zq^Ram950(=*}w9nxP`XG=7zL`H6x3y-Lx$>&EFcYeqZWS?DJo;7cPuSToO{wJIy^&KOKEA z{Mq3d;{eQ>X`1RA5TQX=DEDp#;$Nw@RooS+}^ zxz?}ee}?|nln^uKFo8V1N2>0o-C=;{!YGwY6*sEumS^ZeWb|Z?FiWn-(lbdF@(Jph zo5a)uCchvL^Uoa6mw#!b6^fdGoVW*N{UjBrSlI;P?%otDq zsqKxazs4M`!@IT6mx+}(VtLc1x9$sY9<3cCVO37<`xw2mx0v*Xp0%y!w@8@>>J#nP z8eA(w*B&QT`FA@APky*|a3ow?EI}Hd!SZ*&ufUzXM|vad*R)D<;{MC(pgk0{+pPrd z^sJCQRwF~wV|An$TKIqahhwhcH0xlElvvF+T0L#wh)q?)OzGX^Q&p+GI^hhedpr@D z2s)PHrItSvftxvZc{-oSLq0=N+gFo#hi!QUW(?$um?BS95hVU7LU%5?VHT9_QmIWx zaS@JYBXN>V$NfsKyZhkP?;~On3_GHQHe{##vuaeE16JojQ`+xYGK}S6vEx2WX&7PH1(@d%_zxzS8%_2Tw@V2Vr9PEZb7w+I`FNi zOF~Ha*Gu~5A-{s8Z1dKv)`BWeiDkv1LLU?Pj${A%Kd}ad)m*ytK>-!v-e-UhC9ks5 zvKq&hOp}q6bJtKdsfXoax6)iZmB{v`E!9@kRdrTt1z#Sw@`{u@nRs7dlE=m$bb7S3 z-*GyA#!x}O(c9F0wCwr;Ki8-!PZ4+9scBQPz}lU4X%HB}4w@3ZfH3_Z5jcgyRPa~( z;!{2%(lh(MM2vZ*JY{2TgfAep){Ws@IA+)rT(zS4@t?<~d^OW~YWttabSxj{PDw*W zg&Dm?)8h^0#`S2LSAD#^#3C+O85dOF$hQevF|q2%H?hQMRXV4OrVTzGr~5g0^A}6L znvB)HH?dN)9lCHlE-cP9A#n$f!d@s<(uh_^zVGyd7Q{YaH>oTbpgYzuE3SU)LLros zYB6ZBSx~L})qb@D;L4V_T+;t~Mq2Z4w<~*UAip5&$?)_w4N$Y#tUhDVY-}in6(Wm!-paAsffRcwVWQwG8W|Hi&c&*ms5}|TGA4s)w{s( zo7C7BILaI^g4XT$-|5V*uaI~uAr*gs<9QiPe}PzJSf{BA`@q&jp0yA;)xJQv@AlCN zXuQl0FTNCmze9Tk7D!5+t+d2sO;Ha(itLX0NBE_Gto!fTtskJd4jL&F#Ep7FN(OmC z;Kyv+g%*1cpd8q^pai#AkVdv8!zV4*!Cr&BjXCa<@aJ0M6HJ;~NvGap{%YnM*f3QG zP6=}z;9?z>eQM_r^#fMuycsU8p|}5f<#5j*$C%#Pu-TwCp7SBsd>5kWh}Eu|?S7HK zuO5H$8f5KRjv90#*iKOx03|Q$W_`emli3K{Pzc#o_cx6RIjYiqq_0S~Zi{;2#nTVY zNPqz@z_CI(31S9ZzxAY&EWBI5c(is`6Q2lZe_U(7qCQy46KKU4XIi=yxN%UMxD--p z=ugh+0Wmppm_}*fv#MdG^}6)|AIsqhNwX3k)y@5+_3A5=GT*lq$Hj~a&;7YhvX;3Q zwWeMOcamy{nHQX{AJ${1;7&aw=jE0e6X@r^M*k&FI^LdI8y4d$ZL+TqYvj|J;9O^1 z%Fc@{k%pES+o4^k7th(x@(Lp?iV{ra2QA+(7pdtp~q^vFY70QR4dd9mHGq z+-zBu-I4Rl$(U(hXrTWZ7xq9Zwte!!juX&@~&&oEY zwz!SG_Bp@XeYSB?Z^g7$emRy$Kc&b}nNC)fu`sq#I@e~29u!vs^MQL_ps!8>5?Sz$ zERa?1pAm!3%w2XDU|nXB;bN4$Q^d5mza-=T?>9^-U~hj0XttWaD?d^dB;PG>z0~|T+yh^m|y36 z;Npm93$w#@b&C5}7>dZx#cH$Yqdsi0uG!D=QBs>7p0)X4u8A*ZLANu^tGV_x5Q|72 z#xE=4C6;AU3dQV)DCmMDK4VJDU3AE0zSR&pIhFTxud!obIJh)Ju9&EN-QD<%1WK^!;-Jcm zmE-Z?Nn&qH+N)V(cND4=eexhsUG%JB9s8uGm11+cBv95f=4|OW{0Z(>*{b(y5S#f2 z_cHm37b(WCH+WJzwa$N|&1`#WpKm5G?8@1g87U)`oR(~?tg+pYgtBXj!p-Mx-=9X; zet#f=)5{v`-uJV!2+%YhfmwVkZi~@PBT zk^MKt_RlBgOuvInZoavfHn~O=#Isad_;Pu~?P~pugQEPhG!rUd(gC|4WJ}kO+v>i) zz6{QJPTZbIEUlo$Q1c(U1PT=8+eCmAsx3@F_BrFp~ zC`=7pLv|7m6Nv&7=2!UiWnPYXiTauOTQN7j+I&_3cQP#ShJm{MFG>l>bDc`kc12-f z0{6DB+KuADup96F-b4TBtuQWQ_Pfl%_P?LZ*QvrQw~?or z=D&K3rSUfgZL3Y5pVhRxaP32#t)kFBC~={AA-+lTOdV%;Ami+#H}PfGDV~Ih1mS*N z>}lcPuaPEjPZ40c4Y{8vZ5hoA}l> zi(}WuPh3Yux>*Zc#og=1uPP%H1Nh?V%diiRHzYj!1X53KF-eW}2c(|}Y%Af$$F};M zu%d591=?A@HS4)wmnnbzy=rZ>0h*~kUigo}=dW(btlsPKVh`3HwjO8a`MUF(Ix79& zlxlQdO#ho!&8ac2B(-Y-_1noA+&fFti(}IM);X49`W|kK{Bs*n(Wk663Byi~cKUyQ zF6B+#n|>I(z~k_=d{~cA)w^bb#+u+x76MQ)CO0sS4L`hC$5k|;XMoGzIR5LvRD9Mq zdSkQocuY5J&;9>tR0aQd*gR?$Lh__I!W$RV&W_2V9<)NITn{Cm#jCDU3$Q!6VH;%MJF*gWDU`uSrZ=R ztn4`JS=QXS9;5&J&sTc|tgF5B=MmvUU*^LO>)=Hx`UxF*bU{%Y&9zmlMN#JJ}w$*WVO1KxdPgq+25_Jz)u)yk#xfB+( z3w&SD=W0TITDf3{N-t!F58R1+drt=N=k_t5<4(R*DI=nw6J@0m%4P@L&GGV2G0;%= z?T?#t+T7qILWc(LC8E{u?3Ab#6mxyl%PN@DsrjaLz~TAi4J%gC?tClTzi0wmV8e0v zbZU~^(ylk<&o-u(j^lV}U7nWzP0Oi5v;b*Sn71`P(#Fvvaj zAE`m+yJKLgR9zL=-^wH!3DU`dvSVTquIf~SdZad}`|?)8Li!d;Y450}BQne3O{(;) zkhO5?B|%tNzxQg>1465V?a3ZwO`#2ks7;S+j%obR{11G{N0I=9$z*W9NG;*D` zB&OHnQ$I{5*X0Xs(7slDA1h|KH=faD#v)z!fBFzFOZFja`{U0dL47=jvk$E9cLv@@hR6nXnuB zr?745s+y^EUoOIX*A%xHm^P}BKXYeG&odNjT>p-!9CS~Zp_x(#1`ghc^*LX%8bp)2 zVq5(Beb~+UV(-t)WofKG*1Vr$tZTMcH1}d!GCB#|!=IU8j2YhZP+ZOMOHShL7O0Fh-T*Sgv` zM2HXgLXftg)s!p~dO9p~+e(K>Z3ZF(f?Phc1&ojKNVQt?uJK?rC63Wu4baACx^rQ? zam-6s2s8bqUo+78NG=h*hSd%pQ*-IHt+Z8Pr;u@b`bj)SFbN$SSI#$nkVh_ zkMv5$Y}hg6=a_|Ig1-u0bxWh3vy!=T%?r-D@eK*LwgOR_qkZ*`l*d~Mj@E|0VTb8% zGSQV=GY|Cf$N8R|#t8>{)giFV_kw4Se0RxzwO1|D^}2@cQ4D#AY`X{Ps4-m#Dh$#o za-AEF$<|}Eg$zHfi27vt%HU>3MZj&QDaazaaI5eHWdS)nz5ZB3!aM!8QhJWcQ@vZD6O-Z7y|>Z99m!D zZ{S%g0=Kead-)dk3D3O=vB;ln3>PSLCPLo|Q)N(I<^UANjULt@`}11noONnkt}mBi zP^t%_t7o*(W0Sw?0aFS=9oOTn)z?@xXssKBd8OR$=F{irp2eCVk4?02^Yj#@bKxi0 z6g5YwFbei*GI8Pa884Ry%x(Q=d^IYs7@?(5BnwtIg?pO#=9U(}*TIJhlG+~b1~Bhx z{+r&}HHPn4P5hN8L_Z(vJrf3njGM5taoK*p z2(=D4BOa932|$!4uoT9Q3z{ew6#bxIy`sf8_V8&$H~Fu4GH?wSS6Dw+jzVgIbOXMg z1Pq=>+`tfW{8I7GijfCrEaFGP&OV6I{Snl+4g63Pn}ZjgDYEewY!?aCJ$sR&pd|u; zmu04XYRn2nKwvdrpFZwA8_5%0^d8HSFs0<&$^2HIeiF2D@@Dc=x3`Mb3DXw`ytI~F zE1Kj&(cyUl4|^WUWLbTi0QYsXgw98H;bVxCy;}!{5tg|7Gc6JLFC&kv^XGa$neI!IM*lK&3

p{B*3p8FQdU!oNMW7dCVSi1qa8B^1UqnqDKD&%_f2s3&Rf+$D(G!kqAsqh3eWJ*f z64WW=6XR>J1HU2z%sNE6?h&wsBn`1~T=i)%_-&$osQ-e6Gc$eADrBIerN!<%kH$U* zG)bEzGcz;zdK!Qz{&b()TCi`3ikB!E(-z?S|CM>e>FDN2DDYTAIK4mAcL0>Ypx5S)AAf9pKA}F-`;*Db zbB+EuJ^V_oE&O6|&tB=GGyzI<@$k??-Iq<&?)r-YKMJD!OFI!{olRlRP7kOGc7G~V z%5Kn&8IQ-0w_nrr;5;gbc|bk0Z-HrQOR_IKSJ~0d*{D)+Nz2I8Q?kn39KZfv-7R<{ zFKV$Wc`v1rKOY5~;_aaQRDA~0t1Rk`$|pgay!9slJl|0pAfj*i(4x)ZQ1}DyivF4x>{VlclVsr}3vi&VC@Ki}1y>pE{tvUZl528-9J6;f%i4UZ>R#+XK z=hHLiTc)O_w25)7oqd8z)!!}ATGrv9qT9SSUvRTQE~->_cKAuB+X;~lC0Ddy*M_h@B4`=i?wy=T8 zwHg(~g!Zt9Z9#8|VgCJ?-^VF|vh}D1$lvzJ>q-9Pw1>jWhp6=bTYUI`C-mdUUjQh! zviwtQ7^?B9I%87ZEaAJ&M~flyX`ig>Z$}7I7QxRsX!_U1%fa!8SG*BgdA?PSlMY)G zWE1>nWjU6_l(Ed*dw5xPIr`B~8#e7bpT60UDH*$pjg7x4#8XVRT1;HBMnPA&tm*&0!1e9T0Ao(P>NM;lmi9`!Q{kos;3*@$l zXF~Kt@w-vC^NM>p1FSC(fwr`|vKw{sv)9C`>sP=^My9-6mkp;?mlmgTebUyF_Qs?B z7{)UApLvsAB{793g;)7wv=*EO^ihI)7I81fhKGl_hh5||`SOupm3&ebzhSW!1TaA= z&F;vK;=rKU>*)u$3dq$}Vv6^d`KGbeC}CyJYD~I7hWD9W5pwbA(bK?lTU2>H-uK44 zGArrep&x3s?)til^7Qr-cPc6B=XrzSOX}CIZ52Y4W~RqQD0MV9GfWnTTMx=vskejw zE2L60*pJ(h*L}dV@(L}Z(*D|SpFreZHNdwvHquoOlsHDjpPoCV*(r<$9q-w?Th5(} zxvSpP62Wcgi!jua%_>!&6AucR36v5X_7SK8M?B$==1E(sBH(bwUzEcRtY2%H*}Q_O zcH&XgIg<)F-s53$D-_z3s?i6@PjGnG>%=SDW57CFVd8U94P65Iky?CAvz5Ya1#1J( zbRZd-UR2WVZ;mmHfnpk^7ldSB*TJoqX**Hrz-{xFKHeVdJBt%qlT*=dh9lteb`AUK zJn1PM;+dHom;|RzM?cWHFK%uZAyJwKF@Ro9?|ZJ>=4o3Ts`+;p7&YYOpRez zT_m*S`wWuz%0CIk@6YQl7V<(vWOH2$s{8eJ^LJFm;Y(6&>MQi0t#wk6Ik7^w^7ixU zw>utChdTiwEBp8}J<=wgshE^k-jy*Nf>*a468e6^LMlK%f6|){h%MD}-W$yv+Yz&f zh5Ihl0ne^sIO&npIgq#%p}`_YU$}Q{3e5ewTq^ZI*YhJ)X^xc6v%O5PCk+vp<+vm| z%Mz-6^!WQ~Tsg{?WTNx1V7qcl&28qS?5)^SQ2dZ;U^!V&f-sD$f?bB^cW-R&PjA>>EjH@;v33FUQTlVHu0`IB5+3GWk} zLCf58EL{lt=%o3*xrck=R$pbOj~u}OtLCRyPuoxHcrF6=LEA%Tt=i)nKe^%RUIayV zcM|JLtUF(AVLDhXnT4&3Gm-Tk;MuiIdlN*ZT0~JhK~3t4;U;tk%&#tiblc8`0VTzC zA`sTUD+Fe1VQOLLow4sleO%)?#`1*A&})9DreE@rNtu zlC0Ybsc#$NRudjOz(P3BJoT()u+7{sT92usos3}_cjoWMKHd7OSrNUO5X0z++dKli z^gJ`qSgl4A-HCk5G>@cV{m{(gfDwWWA0Mp2g2+TM!lFO`4lOcOF8LXT?S{ z$IOlwO7`=%iup&KpyOs-I!LVpT1YA~^K;f|)-qkp`FsxaF8?#5d-@ZMR?mlYr;kp+ z4^<%`Za;OonK#7kUOC4~houyv;V{s2xL!$I(v&OZaen1Ai%M%J;g81P;DftFu`$?n zuYx){6r<@doaV^v8tPe_qHpg3eg3I?n(SOOa&swDkTq>p`uxe4&^^*Ccs$t9)#%iI zagzQZ`I2k`Z!q?0v58$4A`AR}$46tW0p?>~xMS+F)a)bY=-_T<; zJ!<@AzkwrFmcjNMFUvZv&ndJ3p2PR$$*lu${B1bfF+c79W#-t;@l_2{bfomIuWGKF zo8Cb3Iv1Yn4hy-pV`wINX@f{O_(A%Np=kHWTTUY8-@m3FyP2M7hzwZ~o%f)H%k9d- zqrO2O;ErH}ac%N{y_ZM+ONR80o@*~G3GFBO+4j+{_w7WSPz37U(j94RC~pjh+Rjh% z8)U-m*=hl(>OcG_o}}E7yX}8J)5^URgpq_RuK(39MOnN=b*|{if@V-fZ7&Q$_RlkB-I*A17cw3O zoe?l$?M(on!6Y!PR(@v0xF#jRk>vg z^vpPSo9+3yJwws{gt9hebSsx>%3jm~%=z$i)yN|E%Q^=GOXl#0SV2EFNn~7m(bL2= zLwsB>ELw`@_bwaqaKWA}Ige@Ix0(1Y_aVKB-s{T^PSljm>*=X+yyGFfwu<^YvmTd@ ztbj2W9@Gz)Ifb3n=3re375KY#*|_%ZXUB@4BtP}2=`&t=(Kocz$hEC&hcAeAQm$pz z_-R%6?`hq)Z(EyP`+jhVM2-BC(>{d~@6$hi95;B^Wj|8W93myPxz5iZj(@iv4ZD!` z-L>S=#G?RXR}vX}Ji5&%n6Y@-V-?6AA%A`YBF{$4Ry!l|9DXX2@sE+Zab!5CJdp#M zeu#RG{IWYuzBtc@o{KyHP)C|xuY92FS;t%hpWB#hPOAp>(t^O&4%8* z@$2H+R~x%Od>T8im8qs`ZXUvZ-QNab4is-Z{2%%a!pOI>%Mt4i;6`PPkKVgP_(fzc z>zKORSHXr6$K-Fj0ybNfqI@PWsB#YA9K3f8jku@IfQ&IY(g zzyMF>aH!-e+Tu_&VeO20*YG%CCo6wj9DF{1((osjo?+Vj#I9e(1uVQi>NX;D<`Rf9 z`+Tq^JHfBig!gGtMvPNO@gXKJv-w)5HYR=BSSE@)qtEB*1xf8B4!o}_d( z?D@IcAGQ!Uhv&s&y#U`Cw_e{6IR?4a<8RL;H3ye#m-rt~>2?EIdir(t&gP6}` zOsv9B6Mgw!vpW_{01i{`x*_X6>o)h=@&eSk$sHfE}IvZFQkM{aMC`xxnhixJ+{@Q2a=xL#fr)&BMMbNARX^+nxIE`Mj#!j=*6x(*j z=%o0T1v77pY+aaLeS1>)F?-$ML9cUqoWT9jT^h9)C40eB*Wd>p>S-VC7R|!OD-7H2 zv>lNyU(aiVe(cD)^ymu9;iF=Pb*SXz+M&?u}%zeOPsTYbY zOBdkxw>jj%Eji@A!dE4`F8s^z@9r=NfWA8hcd+?GS|ldjAl*X&85=RWVf5%xqsHJl zcU|}M9?!@3{^kb{hX?0*?*IQKc*xi~l`aBkC2oHj>|vK~*jQMxqH((G{)+Ew7Qs&x zbMP~<=w*Pn|8JN1r#A4cF!_Q;Stq~Z?Sp;^^^%@1?jy~1;&|=w;Kduo{HJ8*`)8r6 z{66<{L~Gt_dUaD{`+aJIgG4UNRR+&uHa&Qv!l`}cB)(2aO=OGRa;eoQnwtlCI-S_F zznH53z%2DL(}EO1DC#M$_jFzC;SWf6q|Y!a>OD%>d(rC7q2IMS_e;aN&fMxGaRl96@ zf8R0Ma8sblb2q?78yW73N~#)hN&q2B?si|;LUpen9C5ex$j9XN?g{oLxOcE`49rl^ zf2X=0&suINC~F*teT{LazTMN)xyNAS!6EVDJ#D=RZWxh7>MwI-^=n_dhA*MQKPiVct$z-Yh8D3izOnkW~l>fy2X-VjusjV?v;>A@%@v>6YD8}0r zD|ZE!va0w{r_c$rrRvxU$vA1Ip!xB>>dk~)<(4XLk@d)|-!SWJgFU^cxPr{MKSb#SWvP9*cNpqWMySg*UGfeZkEVBQ9MeE+xB4kL3YPbqIvMx^6=qivYBm!Q*D_n_a=zpwBRUjMfTU_joOS3+JPP}K`N!MQ^d-LVkD|`dKNOeO;trh zY^Jr$w=ArSAb3+B*U$w{k<$Ix@UySu{>F&)r00^OheE$vc_LJOv(EEI#95i`tDC>p zqwOPXCx5+fb&VN^{=$lf*!b@p`XWHZlepyv)lX&E8}seb|LpW)Q*p)?5u?2~?#*7{ z@wmaT`1E)asS)`G787Rsq=ztf4t<4#)+3Zg{_Af{x%$BjLx`X*7W5+a#A>)FM1^zo zn9f%l>bT0~h4df*lKth%T!}hptr)xV7@!yU*BzklT|lOG=J9SelK)Me{Kst7pE~Bh zJ8O6EFz8=@mYwT()sbG}uf$=@_P5B}$?; zg4YZf|CM$Y!K|{$KF=<3peQdNmiF|Y1DLUu?u#Ax)lF0aKrfa4T5|qz_crCB>6q_# zOG2a=Kb{4lJUAdZdFf!WKRM4H@pnrNMi>K&IOY!4ufxuChzg9>Z9$t8KDaP(wTv%A zLKk)Cb#`6vjpOCB5U#oTXodB`VaY$yW9l)#WA+JB4kxunKQq%TVCV8GWwLCA>X&&RmONe z5c`1;nUm8$&<=FWWz2_NoxtH5y9N6{mhyPZs zZ8sga{x0dAE#3xxrr9xI2-Z6#7I1WT=lU9a8A2{?Dk&;^Ap7?D`s8E?LJr5^OW#-Vw@~c5Rd_*p{Ye!6) zT3aT5zC={txx%{@*Gn2;z9T#GGxw+kv93DB)?H75`K?X2eKK)Z>HQitVu^R#ppxqN zx?)uB&AO);o1fx*hqZYm{5afeS(cc>OQnxYu_fh`^2NMN-dk%-SMui9ujUmljqI>F zsaB4(Cvv023LADJ*b@5&8qheki7BW8(L%p!@PF9C{}*6B-1i2xn>&j37#zZp2Zx(3 ztZOfWS%S}iY8j#csNoF zi)c^fZEp}kxkio7dgn|+Mie3ST`MjjUbsLiPX|;oGu3?N?oZxhD1-Wo9N4C!?gGITUiNX0Jrr|zbebT~8^B4X>g6(4@zI-c{*s+qzhwWj#)Dx9XV#j`9BKeNJDlxlmXzZlN$NxX=(ORn&3m^C zw0zRv7Vp0vx!(oo)C*P|oSeau0P*noSoRi^I+yr%r0cBFIPx}UZP%~9pL?#e0w=S+ z-(A=<^gSv@->u3t&9f)RhYUTS5wwgxE>M%CC7wB5(1!oHBC3E`^}rcvNI&7Qf!8X1 zl!@O>UT#*laVtENHm+=gxbHC-K6r9L3e@Q8S~@w7jo(}6RtO91oXjqm(TMr z+ar8($6ZcmWIK*Lg;aOomFL^IdUo@YE}A0*ZH?Uh-*WVLtE)0=Rn#3eyft|n@Q+#F z4-(_JD%h|#yI`sRdK8l&^&l(v@;Yy#kZ1*pm_qZ6cPz7%+~A~6T_rh4EX}VG_<7wN zASw6v{(X_V6-+2{ttZj$9DxQr#bG@P$^gE*s3cPhypwoHE$qLNRDsIE#*K@z!u3np zJ3>?Azo|OrTi&3i?nOPAFSs3~e)z>nPgYv8fPY2VT`tp&KjjU3g<6y+6H%Diko{W; z&QHV6eQ=8$PNgsD7yTcf+htmbaz)_9wire%Ya=2qFuE}eZ{Cgg2J-fKOvFZ>vU%Xx zP@5Z%uo%fA$*`W{`O~4`OR`z+aAR7DqRcRHun1op+{^SEupY{Xqw^<&6hF8K2H#d~ zu>e3^Im_efXxdsJ2LEGEp*CMlfP&Mes<-@b+?w|q*qx?8P^G*~l!22;@embmi`>*) z9^2A5dZXG|z@*;Zr`aIs11zrQ|0iI`uKOghSt8?{ z%D}%dyptPZDW*8lqdE;pfPSLpWQ*ZH>(&E&lHwh02ScDM!(W{q{)5j+x>({8Ll$VD!XMH-_TTEsT}?q~96dA=!CZlHfyJZ>XD2&xk=weuaYJv&ME zUz^WB&U^Vw9&qLX;2|YOlI>g6N!Ml$&g3=bKK#i1Btp_*ULq$@uwH8mNzp0m7gOF| z{ewcvP`qaUAJuY3RSO8QmvnxrZ$?y?*9>ee9l4I~DQ9ja-61B77+}^{O>O-^?)iUUd6S)Xx7W=xB#Zmnu(Qo)O&u1wn@<=ZK(?ije_q^$AAb$?m9S@rT2_DIzx4>pC*p}^VwukxnhVS>g-vG*8sa#n#*0x)PNfu=D3A$Hy!3r^Q@1XQ^FYC zLtumV$`l0|<+cwNiJasPOtS`^mdNuFt=N1=Lr0}p%@0oakW2ao=Nfn04l+C% zkmm9IRnCYqMQOwQ^HvH=X2#Zkt?jLJ0Yf!HXBptgP2|I-RLv(U0HJ$kYDp z)oYre**DtG2n#n`3E)OiGi8B%<;@#I_bsC3^7ea6=KGCqAN>uzT;Nk%#J!$f`u&~* zmG;D@H(w)lyH=$|si9V9;1kww{5l)t@Fn?tU+Xdmp;U{F)kepiWj!Ivh|WnWj6LFm z92;G;pb+=yL&wBbMowE@87I{tp*^s3C@=6-g?VY3$Q^vqvzQsPI%&_^*xVBPv4yD7 z;&PssC|4RswA%VMopn;(y0m#0rwvB|HaVHM$t`uV8l>TED*dGIN(67I=ixb2^zH(n zTt_Li>*0n~B(G(I#Y2vA%dCw;%gz{0au^xFsTLo6I z3IwFg_=_avYzr}A%ckrdhg{?iJ>ZrtvyWWVRrF--N(B?xBV{nwfu$a75nzgm z&z^}iY-vtWj`Zl2XwH1VIpV4=)mQx2Ev<0rL^@piMyHcNRk1OA`Mg52cU@?~>RZ$~ z!LpflF~?35loeMd@u`(@zE3jPt0|M!1I927OjZpDAzdfY{z zf*$j|XvIeO$~M|VrSgq9LNxlGthZTG(~e=Nj0PCP%R z&cU0Kk*vg_qv+STl&oG{GtLKx&~1($U{PV@$Q=TZ(`xAt`fNG*^WbEs_TZ%&39*CsVnFlHO?JvI80)(LYMch?dMH4yHlJyulJvL>Q;Ip ztGAnz9qgOKQUaWC8Hc1+b#dY3$FX9mrEU9X@0>kDcO?8V-`!CkIvZpuUVG%1E%^E| z{+%5FM?+ykw^&4wA+79CN5wGz$}!Tr#@qssQq_|+jM-c!uR-%mfH;aZl=Y@G7&Y%b znP5S0Eq$8LayYY3;Y1R1ufnrusdp6570EIy2f~+WCZGR_k&O2XkoJjhw;t!sblAPj zzB>NB)m_=S{P!K2?xG{1?=7V21PuGj7>4l}HJ&I|b@t)5^95`&_r-UTRRpY6&+S~` zu)4CCj2>y#bU2gcpF&oj%;-tKoHD+X6t1}?X4wcLi7GkaMf~8d21=^ z$G!O|3RTRdz>}h5#{BKyd5tocipcowr`S3w9r9nFw{mBH5l{RZ!f%C~z8HuC20>{E z=rK6;3#`L5uU5a=yX)r4Ilt4=GQfPb8q&dD_(9>i%BH}Dbfp7z8ln5@iAZuX_s#WX zrRC37@Q1~aR$UP=t1-}*C3|lCzDv1AKFfbQL{d`LKd-V^i6Sv_4z1(u9z} zZRaR6EfI;nai8yTo}XaF*Bt~Ha{}Zxga^X3G@ajFr`Hj^5}I8Snf%23S$&+OPZ>ft zxvwd0QeED7{6HCLYP$?Z2%mho^-P$*QA8vO1pa^%&nt)=2qY7$r$t-O%LiU$>v^l(RYm z@h#tyS0iNklq%XQI&fvbOO%wCK)N5tmcVgNtJfbSlo^Ry3{%RsgFskev$!kmy}5;W=5NZTw+4-}K5JtvXH4#1@dzC6dKI9jJ<3~dJQ1Hp3XJ?P zJ6##r%L;2GC50a#GO|sxbDY_Hs-itRYgFrO0Kjnl>W$ycu8ZZWOY}{pbe3>t`Tpg-lQ@6x|nYWaAauUhh_VEJFz(5`q;djxK19E)GEYT2X+|i?c=@x(W zU0THu{t$`*#%`95*$S-<7|!NBFef+VjVCF=`N`rMFaVM%Hud)h)MnjH-D*=B?-0I< z6@Ovjm0rJfPJWlA5n{{WQN7-Kvh2Vhc7-ZXFknEcsS5nBn&IP~GY zXWH%}3Wc~1*yeQDRiN(BJboijte-s<-^jZgO`?lp$BMaHNFWMbIaaWHb>w!R!?eIs z3*@oP{WsR}hvHH`)5P0#j z0uks}a<=4sO&)R-A=sI>e?p@-ULB^`y$$Olto+w2IJTkjUv~>h=0CCwFn$-nD|V-< zBfZ=Xrb?SOBU9A3Fq@FiXdx4wy|PP#(FBcBh)2%PGRVVk`*9vmT1trW-;vkRM7he& zm81M<6~im`rp>326u#@Z)^pBW3)9gdz#3uq>MU08+L?A+-W0--t$czc zF8$sO@*g`T6%Rj>u?pte6vIwvi`6wMiIH5oN!ug&o)Wh$wP;8>RlQ5zohv{;#Ze+dBUyUS}2FGcsb#lKihypP^gOU%sIo@tW`Zh~wa7Bb;*# zVm(J;zy+|+f*`PcIjyyw^Ulf+6nQQ8C6?FNHlf|dJyj-q1NQhz9AONUD$B4X?f}s7 zwbtf&e&|p(cJ|u)MA$aY*vAYZ1ZQDb7~xC~bj(D+crnVuXmJ{VVY;fP}(Cm@2`g{SY0~?(1`eT5(6dV^kb;y zob*9BQLjb3Y~^=yjA2L1uYj0jlky2?Rb#$>YRoCL;j%pkL)=2uUZE;4{|H)b6No@| zkIAGS9p_bg>!5{z8-j&u9@v`SM^;no?izvtq(1kXuS*Uz1EB>+hu_d%wfqp={ z)c6PaU0`;}JfYvr(IG8n;L&V+>4O@mf5FiX(u&GIreH;GG$UpyNm#%C{y~$rVvhJD z4_IE2Bh?Bzz>c36789;r`F^(eS-8ig@$dzm-jql_YvR_PbjtIDyavRH@!a znN;lQle z+312#J4^x$%<}@O0An+I%wHL16gd)k{oB7k!bv`8^VjkTT;E0@c4Pb&Ykht3v+orH z_q$&@tWgy2>S8VT!i$A1CiE)r92;yJm&%(fK^}TH!u`(fT+0;^OsDtz=l4SVlX!K7 z=&W#Hov8>7VuE6?66@2c>G-ZcaF@82dmn*S-4&6b*EI(LFOee8RNom3MkT?!Ex&4)j}L#g}Xf`G?YD)CRC$sv;N{rrLq;fOR>IF*d5RYx9*wwYgVd z%bj;kZ`mX^(_x9Ay3WFO>-AL>z`}b>DJ`VQ%Z6yTp}#_jvvV-p@IqU)jMc1y)UIN2 zD?dK72EF^j6?xx7m?i zJW9_be8d+5B2na5im?AfB_90OoVdB>_J8$s69!heD_9*-J@HYm`gX3!JaHoK1jPoGUOPy*b+c z5iqDfbm#e>;3h>IX7s$v^x!OhmbaVbA1Vu(VvAyVf6=LhRdK&)Eq} z%HzK*u(dY5VLh9B=`zPjTIF&yfeW#n!@VVhYDRf9;vytj{QM@dT69*uS!y&Lg%v$L ztjkysemVLSPe)ggK<+w(AMLyKYu!{m+W?xxZkXK6K(cfui_CekkdOy)YuwsyW#DE^ zoDa-34M$wklsT<81hNAnAFFX#DFQ;SLK~rQnb0FUAL!x~s1enwPS(nnL%s8g>*He) zi!B?Ka+E$b_s~s3GGfUsm@@*d5vZg9EJJ=B+u7hkLFaDx*yN4%?0cndtS1x z=;m=p$x{id#lG+I*@q4g&Yq`q<4mYZ&zyP*Rr%uw5Xg7z@MB73=O2DBi|`mL;ghXW zqh+N>;@*k{ug%RQ?W+@wK@V?&=dq4CaDly+*rC|XaXhx|z}US&u{MrrE0X)c{pAG7 z3{yEZwY6`-y1i)O{0a#u7wMB>m~-F}O7U3iCnOIKl9T^nO^y1h-H{;=yXtM~?qmDc zDQRVECr64WSU_K$Y{QSSr^~_J(z((MKOvkzeHTEX3F~MjaKgx#Sb{`Pnm>2(o8W^f zkgM#h&9Y#C%6){Q%P<(ul}66?jeCMz0E@E4&S>c!9K7L_82#Xx?8H;F{Hu@>o+>jEJGBU+mX#{zI- zFLFe4?45HK5$G}Z1!JR=qx+@)QRW7$vYH4ing+OV+Ono^yqJ^@&-^%w`mn9Kt92V? zb>boR)M@`_U;rRRWS;0%()%gRmvG4W$NN8S?4#?O(Tl8C5ZKn= zrNkapRsU|)4v!tX)*`t>e-v@DsYvbU1_qX2N(#}A_M`o3LImKD$${^V%Oqi1@1%%D4nFFx||I?Ib12GtP0MB(7)bI4KM#hn}YTT z9#W#0%~cxm@y13sSWov(*bln(@Dz7TvLI&;fAyEP&RYQ0Zw6#d*)CAp!dWH-6UJUT z;NT}vQsZ&)Nj_z@+vdGZ%6Je(xuG~0+cim&>?riRapN@_gujTwf^UUYgGo)lLQoTg`R&~YUYoXgyZeM}1;mkV%=2Ckw91z4f!3Zf zM_tPD&`!gD#3)XMvnKNY$z@{4DGW7I@c5Hw`-2BMF@vP=k;w~q*W%Me3x7rH&y$4u z;?k>GgI=S}$^qZ&UyhWTYxnk3+l^Yzals=j?cTh6L$fPAPfHpk4qfxse%i3$pu$Fv zQ5cmh$W|nHUP@1TR@`t>xOo5m=>H;q>Axx!_-X%b5aaWpHF+oW#at0If;Wfzm)sd6 z>F z@HNQVn1gAV@H~>pVQiwq^xlMAwD(=BQwXJTHgr5!JkNiwtz<7_^;&3wwKugwvj8gt zPh7(~hZFj6Yd;>%4IBmV^XCZD7 zQA)`wW$tM$=EB!4r#z!8N!AkNSsv1j)wEsq8F2YJzOX?`a7si$Lb|%Tg1+?qd(%Vd zs`#4_ZU|wICPyvU*CK&>dV!hej6NrZM!63FhY{giv-Puq)&}NX6%^1M4iK%h zd#yK@5S){}Q?J^-ZHx_HV<=Da^h{(tNx!^+Is=rKI=E%|j@A;uf#GAN8-5}L(;=8! zx}9d204(NToBb}A*N7k`cxX&dC_dYDBe{UJ%=w|)C3%S_rTXOPLkCQyYu$%KVKfA5 zH-C6<$s7A>hK%x43uxj&>5F2+lf^^y8HRBm1QOeL!bRQI zQOfqMFBQD1HI=04q(xBMwaxr!7JS<{8IzHe7B+?Ty&g1(TojsV{r84p%_1Iu2j>)H z1>Y_|x5vytxT>wEa1JFLgOB;!GI~LRuiEUx9buD~)+O>NM|+~h*4>^~52&7XTiRWXz~}IgBgX!7O`b7TdP&f!!bSeRCCh2b|gTnwec7^PZ#9W{2>h z29X^X4lj^1YRZovnYdiUZoyM@)eq*jKh242J@u;sa$}hw@y9T!iTItLDVoPR;f!Lu zP`M(}dPH8ddtUU(c$OCIJeuk-+@30v(Je{HtOX(-Lo$Z(#|bP9H=*rYbXY1U&^ zyHGSk!)yB>@V=rQtDgmLpm#^mZS9PT^B6r8|IzxcIR5HENt1BVbK$z0-Ws4#pDywk z=NugMZFnDeND+@(?$w!Xs!lE)>25l2Ntf@6H?Im3{^BP2$dkK&|&4yVAF{c5} zSS>^?7W(9Hry%)4#EW&frXuG`S#b#i1?-O7`yXj_c0(2Am6b)3EB6P7T#Q6EZ~67& zh3wxp@GRNHtys$#aM5Qya4<7;@LR=SRN_n7A_d~!+d{QiekBK54Cq03)D!uaAhC&q z?%8t^q>#XP&-18w5AjZuDzbJ-gGIV(Zv$M9z99~|M7{Vdfz6~lzexD=`mdTZ-3mQ< zn&-2x;2=%{8#s9;IVmi!Wm5zfS50c<;oz9xa)nxS5Z$kSZ3s1cYzEHIiNifrh3CFB zdxL4*5~I|Gkc(}(idk&FNa<%ov5a1MjyGSUU&U-_vHqU>vbEh5e5>#t~~e^TyOhkxVh zEqw2v^ZTG$1G*a)?>vL5Q6-WS79RC7nDVARRy}p+Ru+%3o!xI2<GtaB|e@-XBn$8*a#Pj&aW5c)iYTWt$Eu7`8mdCfqtH@XD?j9q}Uq}~N0 z04h!htT#84uuSWt@Ku0k>6JS^Xq)-(EyC=0YG>=_?Htg-lAiuqs2d8Vw9zB2nIGF< zq$;ByjU~@I8ZudJf^d=g#?k=4Ptj^?o&ma06|=>s&@x;^L`Q1iY)_St1%dB}6&dQ(gEXAa0g_wpg@n$Oh}tdhWjGn%7;-+U z;!3K5Mz}FOUHWSNqvCdwl}~_QcH3jL0_L_1aZ$rNSgk^^y2%$86*yhtE>ta7#KyWx zc$OWdRU+ucxpr*DBjcPmi55!@TMfrGPhW8w6hvteC-5#e1K>6o_2ycQimKY;(i)TY z#9s%YV$A+ zRa8Nb_L}>be7W%3YdrtrVJfHM|#4V($6TFTnE>o>f%lZR-_PofvW^~&AiD?StWV8QfO7EHU=fSAe= zeYf+lPh{ak-^fV3<(GUn=9;_D>v}gO#}XXn!Wg0IdGrxP5KgOP0?a~VV2ipw2S&j( z1#Ws^k8*q1M4UxMSY#GAwko#UPE4w^auVgusw6p@FXC#CJQLCb9tP*x_SH3LAT4O2 zhw!Sg%Zb+n5Fm)`RT(XR$R6~u#L|FZN8)b-2d7UKEmigstjyQUCcn`z@fM$R!Bl|x z6t+(WB`Ta}0x7@?$Y{R5L*sSH={mJ!ZQw1f48&WCIElGNeo^5L^iZdLlDUNd!vg2| zd7Oc#_byw9rup7Ko5*`XqZEadrAg=Gtzb*DhQ_T4e%yPPR-%HXqO6WcG^Zd5tP!*) z+&EG9fN|oprgE+I=g*N3j@P%-N}(ehLkvh3F(QrAuj0Ru7W}$Hj%)f}Rr`aj7Zo)x ztzQJG@sVC83WP-$MLYcs<6gIPV-*>hWTMaV;u|gUr;oU|R}tTMQQx=du#g)si{crm z{{?&NBu5wPWU{&2Pk{IrHzh-cikA|LxlpyS>=F;KeIAGM6`gBIkj>mSr(MWlbd0A} zn&PtX^8RiO=g!FgwGjfvhzI#UWa8aTr_$7Z8h;w%lAwcvxy|Pb6CAU3X!BiUgLdF=hQ0Wo;3?`H`O%?nfpY*)cmdf{}*QCDdn+lB+dC!BF8LC9p7^c~ve zP^BK_SmgVM6#OHJ;At`wF*;wI`ts-h9bOCd6V<~e{ z+yFZronw%W31hpA%Lk&Z(3=MR#hi&P zp#>f0?OQiu{Q?5U6ktc-rCuAdfICq_paJN7*3C;phwv;f}GWK*~U+IFIH(;0^ zFg5poW3j^ABkmJ<}1GjMigK=S`SgS|SMLG6Tc4y$llzERs4Vf1*J4SvNq%x)B9Uo6v zj3|`1=j0p5jbS_FbkOOaw(Vqj6K5Xu%p@6RKP@0h=ntMfR;A>-q9rg3J0kFGi@xg% z`_<6zt&$ZLP2~`%aE&Yi%Y!6dIy=X>C&dfBm)NPozxN`=5cW?9q>Ah6OBsItdtkKD{(4BY8;WVr8h_>LrFVJ5P&rRFra}9;00ha+#f8N z%#AtRzUFT6eat~Ud{Hqn;_*!-vf;q{y%(ZMdDy7qnF`-Tn9z)g%~N-iL9)$Z@fJdJ zi3#r@kCh&N`Az&U`9a&q@xrgGhmr1nk-6!xW&4S(9~GAnIHBr z{+h#`oj{p(6^PcYrIy=Sn=}!y&$^w_iv7KuQC!P@}hD!(KgK_(#PO4SgkclK_ z<06uA_y`V$74$5?>LTjB*AIxfCk+b;mW_~@knONiep+b2Z4eerB7y)?&TFZ`@oULvpJU1$8D#zW# zA%W@xp*KL7Owh-F9oCsd(_PJy6v?oC$?CG2bNw2zJ~Y?!lK1>voLuxr^ITrtVMS1N%bBTvh8-SDeDE5a(06fNvZJsxW z$L~$ePFp^wQbg0-e6e(%?u@XIp3nlYPM!I<{IR{g{dE#hL%QCjs;>|Yq6^c%c>-Z| zfog3jVpy;GjY<)3^M`U04I{VTy7T5C>gkR-!fPb$-23ibKCnF1jF%yO+@8FAh48U| zP*A#U3s|pD>4M0y-~-K+0of7BGZ)xBwkhrvsvVa`vgAe&*b>>q9O27UI#HYGMRL4EOnfAB+bQ-$j-p#GL@N@5#EN6wsYK&atne z@C*5(24Kn6cu;Dc0S8hnHH8f|VPqfbg(nEtk+~k8Xz`E#<-Bs!&SE_PZ&ECytASPG}Wnq~r(`N8GKu-#11?})2Z17K+=d)FE5KWGXIqiA$ zg0Fidod>BWN^SnTYt=`Au!e^U1tTV5C=+B`F=?D-idF`7I9M_#SlNkChWzl(gAG9Y zbM3=<3x2i{)M>9Q{lps1m!!l>sBKA9l)apD&1;P;O@KzHXcH7;bvbkH;K_6Czo1jI z(#lNUdzabmFJ*_fSQ;xxMTf;7>Tmgiw9ce4=c=B+UE({)PfO#tSz2s)`@UmS6-Y%* zM?Rcala6aJFMb~Qob(PT<9?hmlWu)W@1<5+BW#|TWRbt?{^>KOWxRBynT#G&v zn5)g=m`Mt;CU$^FtA(Y@uz-F|D*mIhrMnzs@u56KZ|O3s>L^(zk}y3ZpL}#FS#~g}Sv#uvV8uk&8nbQi5ARM@Q33M~whyb&`&Z7dg`qUD> zpkECt$Gqz?g>l!XeKi#kB;Wnyhd{n*-x5*pTzGlyV7-no3S^kUwFjFshfv7?g`zjWUq#UrJ-X@|R3q1Ca;CE`=vxgg%TwSmHo}M4%QplqghcYh{Leq7AMa5#PWnb({2J2 zoZUqBVWt@qMOS^7K=`lH1H_pUC^4oa!=@@n+f3#!kBP}LQX_BC3YvN&{k4NWyZnsh zI{0S_`fHlra$`bCcy}CO+uy)}1KDaeZ9W(_%t#ROh>= zZs@64UF{z~+g`GJxtbf7WHFEsh^OXag1YZ+vDh5OG^w%vQ7aqqrMfRQ_+9bB7F{sj zF%Bt+O4pWqR#Z{KfUfkH7woqm@A>_Usu|(-=jrUm=H{mIT-ju?El_`c;jHdCnyB+p zs;l9Op#I*TCs?Dya+m4$_oh9L{EsJEAC2Z1FkrjnwPfs$bzAvkGG7x4Aq(~eiamZR z{fH)L-_%-<`t?iKS7v&Xpkn3T5Cx7)d{a~71}?8FsNPe`*Z@+DQ3VQ#PCE1JoG&GU zLMLIh3KKG=bq!;;ocom~sweW;LkTU2ZnnC!Jo#)F)(JfhIAbHCeIaO%gzu~ZpFcdV zg`&eNJ9rJI432)$zDl1@$EJO3Ug3o~e;b!~Jhn!0#YBcOxpYf=0RQ*9sDZZwVAKur zPC+0dN)5h?=Ek@2n~r<@nLSNAsUjNT4Ui7jB~j_~XMY<>5ozY{dL^X6?E^{)H6`(& z1Vw|t72NBh{C5vy+rwJVKDilvaO6j|15~hT@V?wKfZ7rO*un5fI8C+(T*q_|kRWxL zoK>SM{ViuZOY%{)F4VVC%itHCHtR2a7kNTrbTnigjL&uw#6$3p*d2k9NDZG|1IiC} z^V+!vzP*p=rH^GNJXA-}c|swLRbg0%JNDXNs#D<&=8eCH%&-{_1XkkOwQlbb%r5^O z2>S0cTs@Q9`wVyAePS*h{jubHKi_TD@I!uS6`{#K=$&|v;~4xzrPfnv#Ey3qXE>*B zg8#|T#+jAoJ^tVfD}(v_GY>gEOb=XmF%M$ncOVtFmVH40_&Cda3xrEog$A{=?warT zbd+Hr%il!;H!E3{lDPHncOd-iyz$vD*W_oUkspnMPe@>5xczXD?PH4%nm;P3Gd6h|x&lZS2y}Kh2FW)1PlU&$ zogY>mHbcnP@FK5n^DWVB+BYq(mp$K}B&AT?X_ro-hXC=dKq0zj2$U3~I~OVaGao+R zR!Y)}?ExN?a^Jn1Gvj*37gl8GWs0-@%?iSq?3exE@GS&y;=PJK=;!4!pfY_eSN^>K zIh8$DAERyRn<*N8h|+$b@r`$#=S`v!e76()c3!~mc4ZZqgEvu&fnN9zCH$}+2Ds?9 z0q}g5jwm;E?=blrs1g$IE3Ep6U?4trMZZnSs%+Q;k%KzmQOG8iu(MI&UghDyE36_u zNu-e?9I8LEe-C!B%TNV`BBCC33I_tq7|d;hRH*+Jfe?XC9pbhR4l4E5BUXKQt^2Fc zSQB2sNqI)chJ9x>!G1G2knbSoD2s{ujclL)dzY;qiDiks$m-QJkxZvKLa~+QKowKm zn-{NdgO5xx?=R~`I4kkPP3JkYieC<)wWTV8jHgXd*C5EzD&C<0^&rEcn4L!<}*5j>UYq8{%+(r)@33mk@=wLC6%Z26hR9Y-H?b$EBJZw=CggY zb$xq<(C`rAb}hILi%BAfLZv}HPWmxaJk^vS zv?q~~wArgN#go_*;?jsLQC8wqhMJ$*w;QPmX^gr!t+lkhwqc>SQu5d~k&42v^}Aam zk`ZjzHLc%iF`StUx72AmR?z+W^Et!C6f!nMRX{8+N=LBZqpi=wK|ho{7wu&>aPiA*#b|UYQlNQ**N5iV#L$AAJP2zcc>@@q;1@a zyUh_ldb3+YbrgOgmKiy+Gh}j)m)iW4|G6V2YQH&oO7Dz1UL0U6fED|W;g&qYB8^j~ zpIYCe@??5kC}3|hG$(dTaP$~FKRYl&)wR?A6t>%put*E*gq*Y?pwbLhduAidujnu- zRJRSPo+z2nFC7ZWvz#Y(lweTh!Ax~hccVl>ec8kgpDP`6Drwlbd-CEtYK z5Y%ZgZ}hadT}OspjSz90obos#Qzjb|Y}9O^z!t1WUXB4ojLOemT4Tf93@^6*Fefhq z!-Kza&A6S!0!7y#fowurz*tba0uXE{jt~lLLwKMSq=~Na(NWSY2h2^6EVQR`E&5+O~#jUZSnMZsPxlXJ1f4sJY5O zfWtol(z{U*iIY~?I~sq)>Mrf6E-uh)jeUUeLHtax4w z*}39(*IMWm;C%%-ZUaMt>TKk~udxrY$61%bjuPblfHP_}5p!$C*yx5?$L_sEgVLu2QUykz{apfaS9$&cEqYd+@mOPy)`1s>h6 z`vxab@IGkS$iu$xmaCs0$kTpOb%A&@Kn%$m=C`z78OOqZHD#I?HHuCY?=?!6)_<+` z36x_BgI_AsLoAJ!t!F^a$|+s5PPdg%Go}WfEIu0zmeRb+eN#SZ>emL0LnK%fXi-?q zUa7u}t<>L-L!FIwp~O;D(z^Lz4m0oxnks7=*{}5Eei7uRxu#7pFB|Zb#Fv3jk{pC| zm$wQC`XBSVyWTnZw&feOeY@%j65-P(yId>!2mgn&w~TB0{olV;jE{;UVt|xNgP?%Y z42y0?r#ecyJ4`wxMhIg{jg6A-p)?~VARsx3Il60%_@DcHzyIHL-MoI+Ex9AG2j}~I zzv4KaN26};Zq~7eud-UIOG4O)Mcyh7?>sd`5+rmpDnJM!Lzr)%^{LQXv z&JU1mKd;6(OR^Q&Z?nhl6~@F5QCdR*`d}G&DxHBcViPY%$HM}oNa}3D-L;Jsy*u3x zIg_86S3QS<%~E;Nx*$>$YX(t8q-CJL6&_{D=~O3L0eQKp`r(tYcO%g)%+qv9#8fvA zK?nH>p}Un*($e-+p~b>;B*Lch>wRUdlYf&yLmC$~eXx-b8XpWA+Kld8q6`l)&vnIIEngwru$eN|`EJzKAziU0ORvG8Ow!k9WOfhD* z=`}4L<~Yh$%VdAIytQ3Fi_c$rvJPv~>^`B+HhZAUoR9&NMt8~3ly@c0-bdZnO6}&q zmrx{|Kg3sCyiitk*Fsb>C-C6F7~{~wDK~*?vl$Q8YRE4YmCQW~;1cC;6kEPbPGI4f z_uXyw4;*k#9Gf5YQnW2HQyE=9F8g|F=DyDEj~K|7)Y@ zbI9oqG>yrdy`D^qPbFoz{9l`J7A#U+OwZ*uFqik3HuhT2G$fb5#XR!1K+cH5S#kp0 zF+*-jbhJ4cGsxQv9C#8flj)S^K z5^-)Xl;5^K`SZc+k0&h)%CGio7lr?=GN}_(WR6KQvhX(>wQ;#`oVI0n`bxYPf;7@k zi<}Rt{GXwv-XsjH7)}V#OtgRAkHZ@sz_&Z4;4#ei_TO2E;=tjHG&M5-m+dLRwNFL;YmQh{Gr- zr2nw&0b{t!Aux$wYUlHHIXyP-em`10bGC!DdRZjD$2J@H14T}MY@U;4elfeDcTybM z`_VGJVyBxSyn4!jIr0pq!{W7u`(^56LM+xfZz#C^Z$o3kF-7!LIG{HMmz*^8tixj2 z_IyE*YN>mPVZDT%E)i&m`h?|_v4DW*1vE)g8zCZm^GXC4(upT6(IW*}SO%6wh&N~c zamC5cFQQ=ZQzpFZGH*J3-SOla9xsUH7&aQ-I4wx*Xgc1ZjB4p!ltOknKCc9oxpJK&{n>Rj^ zj7g6l%Y-pLP23799TouK(5>HrN6eHsyw9iMU(&f-0hlhnLz37edM~9>b7}_XEAdep zO3(?ZgE`vW+q1x+4$h8eH$}5_5he`wAh# zIfzV5_5y&;^3=^3n1+;|Mcwkot!dZx!oiDvLSy4cs*w7JcwNE*WK`e)zf9B1e1FWb z1Lipi;7O(67XP-!-%U)D^FWLSfa5Ujj+?tch)0^5Gl>2?`&AG((@m{#(*$%wMiqit ztlk#OJqQ!+yfY19ElGd(llL57zR&4zlk*pK_7OYchXrLL_nh2_Df2Z$*cbai@NE3R z=8G;o{X01<;PH6-vDxL^ZMxy(yZg_}!wNP)hoprBgO*ZXUXJ{lU9e>4JvTwh+2^`T zs5RG=NOJU$?NL92?TkFSx(^K$H6p%;9-^IjEjU*b4tRtg8%l-XSvHAR=;|hk>0TE3 zUB|NqU*!gd9deff+h6aekDlo90zOLQOycsQp^76&I8b*a->BA~_1j_WO~oK7&J6Qp zoOPkk@F6F>Cu2dM{BTRs6LFB7?hX|zn)z)vGikqQPQSRaJY}ke&-UJTh8}25O;`r= zuwh(WKA!0xjjkda`co&pNr(T9ruw_Dzx(fWf>Jg!CU=wI_xM+0;pZWCzAV1>ai>i$ zZ5utel*6gt2C%>O2=ws*f;0IfC=au{@{T3s&@-5wwNVPeF<0epB=5P_F=g>h->P;D z)-|oPUmi?k&#sa)Q_b{2+pkzL_y)wR7{r}J5fB%<}ba-aINA$5lT(F+5 zcf`*tzMN>A8pmZx301J?6i#c`syy;NDbU6a+qh=)mP(| z^*)3sCZTx0T@y5w&(Vvc%@E|5*YIh3>71rG9LC6nhuBy`IywCF!@gmVGIrgfj~={A z?E4ZW;@0o1H^I34ea@sf*e*6>ea=n(xv)QbtPRxH4mI4xv9kwR<=Kg=`r&KVR}Z;S z5UY4;J{2e-Z_@MgMSRv4in_gHoB2xt$lEr5(^@tBbnjN8(#TmpZUSVqW!RvNJw7hw z^D5B)hAqH!UwmeUN1;V*w1!Fo*?xH5vs1-Ccq(iq@zN|&UE|<8tX@K_P82l0qLcudncf0e7mK4%gIjv8yA*fhyKe{W&%~-*;_~N38BS#JFijvt z?&Udg!k0@UL^{jHQA%nGhVh&UXjIDex0{jM#hLuR9}*LS43dIlu7{8Grk;NnH#7LV zb^=HH6D+NSY04pb!P_;8h=G`F#H<}E5Q-Ht1(6x zhzH@>f_to1ap@JU5b2Ojtn$duaqi9T)30SPWPe~%>^|mP%y&2&PwGDmGS+BK!yqmE zy|QMz`X~d{(5m>=dS_ot=`wTav)9kte3ON+XC^$S96!@;LY*=Hj67 zad2KW*3{#a zhB14s!9dEp*DGs1IJh~sywh5}$>@{8pIzz`5eH)qA|1F%P6ui1oTC`+3Y%P`D7Ui? z46BYedoNIcSO_eVKbaM6Ud>fE@{5mca%3EWLY{12U(THs_mUGNRZ&!R{_?NVT-B7g z>r9@1e$-%`d>c|60EdpiQwr6Bt_G6AS>P7grJg8Ku#dT~h_N4V#+uvem;{fWzi!ydT{ok8wP%Z}@-gZs;9-A+^7 zsxFCNfPGA7u(38*PIb7r$ByLquifN-CLN$o)-wW%;$!k&l2q3+{XzgzJTbZD^Fbg6 z*?>jCf6%!BlrnjCIe~CZ+0##qe~MQ-YOJJ za~v@7u;)E|f_OVl{=~v9^dg}T?d9ix0I|7n^R)7VJ!uqecgyp3TKEOSO)}rP8`0{k zHZjrw{499$m56CQ{@#AFKc8tme*{*irX$W<=Xr>$RaaMUS81GtAafllm2(yQaK}$~0zn?C+vT6Pt&hne<(9UeYyz9V;XF3fFY7jW z>{LJdpkeEz_KJOtX@g<$?}dc=r_JI_&w~VkM;)6}=2u}1FMas-<=cRF=5g%!I5F-> zcA!n7g5RL^8{m$gwps7I-+0jfZ?4KrtlZ^BcWgc~VEnLFq&^-h%(T41`^y=6Q6OCI zb$7MU#$$w~k6#`COx6Cx+fVQRM)1${lb-i;Q4X>H-IWJyG}FmNMfGq}<|JxsYyDg~ zFH+iKjqI0+>*i1m_=WGP+?ZI-O(w&qsea%^Q*P9&+7k!L)=`fG@E>XMi&PVC_t#~w zF;EeoHR|>C2CBD?jFBaBN7m3nj|WiK@%jVTaSVe_T}!YZ-P;p1Db-U(8Z=I7IlW3R zl1iUSiH(Q_98-6WysrT9<0z}%orDQHZ1Hw`O9IQq=9In~;R1HP&~^)lH(d`MpR|$m=7+I@|hE%jL7RcL>5FROy&tK494MnJEnN18TBhxuS4KEEYB z(IP&pen?^08#W_w&qm`frK)i8&4eJ*&5lYt9{D&@%eePZ|Bx^b6 z@k1ez2cJ}jX$?7$ybp5Xr^3&9jDI}>yTs<{Kj7xRqBd;IJQCz2pr!DsF^?wChGmfx z85bKmmcL|whIR8WJe1)qm2KRbqQdQhb^Gxyk{#>Q(;5X<)bYs&2t0!UxVKw;TOczP zG4NUI6GPB|XK8oI=i)6wk3xWd<MaDo&@?hpv2v;UUdBi1|;gDo5UFpLC6IQt`|^HYMa&&WG9H28QeiY*v_C_{EKu1K@qm~W}Boj~7hD`ybkL@$4JT;V(Mb%f8aIeeNNJy&k=&6P9;nf4g z{_xE^uitCmm(p9*?nEJQN>Ww)1{+c%3_=#K>E?rWyFMA@TDlI3EkrIHcCx2GDD2{S zWxQK+by44^)A5Cch4QR>W|Qr`T@#(_c@xGHMa4e|EKq0vkDJP~R!G%yIp5_<&5bgs zMs-6MWju&@T%I~%phuqMeLvwvG*t;id~1Z5u?>&{Bf6(5oSl?5^#T_I5k-fA=nTK& zVc!cpds2&uu}}V6jZ?D?L4sC+BGn3h1YcVQWR{*fT(2vZgS&7@I$xF^E~HA_^uKV* zg(;9$AiO__tH)+RxrhPPAYA^WAp?v0xV&0|eeIYa z@@+ipW8>S`Ce9CV=vySbjF6r{<&AD$>E>Ev;i8&#FJ7vO*X$$8V9o2p%3E}k9?0s?IQaU zqAFiJq(6o|yq_fxc7~C2ZbOn*F~FGxfhfh5L>;^;4~($hB6skXf+L1w!OaXD9!5#b zZnC}1J<2Lr4=cKM*fe)%9Wgqi7`t}Jck4IDyOfCpZCf^@m6;zKIuG?9u{R(w9h~xC zHkI7X7Q^Vb&sjYjD?Z*vDqdjE0wmAR0@<9fYw{LW(i$`9l9$g*ioo!dH%*ijjThWL z=ZokAx34$Vp$qg)OkaXQ&)Zj`T40ZRwNSrA$S=4J5AYzHMXNv3;EUJvv@z=-MCp6` z>d5~>JcVB--`bFbS~UZQz_ZFXU=y@8|LoRe819mqt4atvZrU!h*4_NUxP zFZhJh{&A(t{P8YeaB^Hcyg0Q>MV!RR^Q-o?M`YXRP6OOn3_Uc^*gvKqM}v6qMfS0q ziM*NXBr=Tde)=j-i?(H0#FFymR2%%G_DFmxq zq9$vM4;DNRg;IN?xVx2lf;MI%ScB)JtiIksE@bc>aBQg2^37acPr^r|y|YUL9MTQ8 zkX5NNOZ7i|yYIa$K+Q2Ks8pU5J$IUyCjNR2T*H9mV0s(%S$@lv4Y_yR%047IKa zo5k;Yj}Addyf-C~fu=gLD3KGo^=eXQj&ngTjCM+_nLT_sjFBqA^Ap~0p7MO;YtJuw zaj{p*zw$})6V#PJdcLk(hmV95$FZ(a#rF7xCJwv7&UYn?-2{!BFZ8eA z_7guwREBt5UKSjY@1A_BR@iN@RFx>nZx#3ASkEX7Q*c{G_TAnNbu`VRDfyL!Aw$J2 z0`}Nnqn58zX(4*S*z4H>bKtIhXX31hTR=PZ&w=I6J?DXIt{Pm@A*Bh2nFY4zHPw3N z6My7XB#$ip7EkxylB91gIRXxj<>pX25StQ2&3gyk-KBPA210GXMuDMU=wc)8vMbrJ zQvkR2!BeyKGkSbB)N=xo<8Qv{#7Gs0|SpwuU7%<<)?Vd4e_rZGrq?hwtc2&8U$7rcE9bYXw z56h|5j+y^_FgLrwMShUeh;By1G%9!!>a8Zm*%!C1*~3^Yc%)VEc9S9rTqMBC^Ksn| z8!N$}C|cp~M>K0=Q4X@e#jwO46nsg~aPGHp!r0DHeeuP)(dD@offc9*<6xsf{d~&j zdi{|tJtJp%i}zm}_1iOaLecwI>`R5thoZc7vD*(J8rQMhY_BFfG_A69hmVeCrPn;C zhhwIG?Wx0wZV`Qg7(oTEtUe+Dk^eQK?Eh z_@*j|0iv-J`8ry^bl5Y&!eF0oP<*81Jb^9CF1lH`V%QzGl0TPHuRPOp=sS2MF!a81 zCNXg7Slc|?VFvIA?(e^IL->0H$R$_FO~Enj0>Sbhkt{O-s??-I5FqtXtFv>!*k4%d zybB1Cg16nd)Ngk+PbRRoY3ebnyMxvzc8*)JdJX+`dj*Zq;nz*+{7SibS8oV?)0n3j zD*OEW+H9vV`~<#4jN9tF{ZOm;!CVJ?sI8s+DYWJXe?@58(*#$J2c4w&x80YZl*6Ns zZxJ{zwlBg@CcVCNt!Im5e{J&{_{Sg2`+|7ByZ#XYV$;BObsw3e)Rs!um7mppfoNb2 z>Y%|yUR<30XGnS^)SVOv;ltzoE8crnu15KcUqV6d*YLd!> zUQig%MS|b9&lIGHG+WPsA6`@w;n0*SK5eTR zE;3Zo@IaP@ZivuHaloavwl?4hpJr={$m~c@+AMGNDXeaB`AI3kH63ei%-ZWg>$o+S z1-jkEJ=d^A$t9X9!3IQ82uc>u6U_AL&;$fME^Gp+(^0fGd zaZ#BEFhVXPbfB zb~zQv3uDlX8|I|ZX_PF^Lz3$q3?_NV-;4`!FBF_+Jt%q`Q&dg>@0#u=^x%u+I+()I z8E%5_^1Z4>3v{Jf>X}Y*JOQflpt>879tqli(TZZBu}B%FjNB}8?pSQnf;3Lt$UEqO z_cTeVgklg|&F(U03Ov&X4vzIxZFSr|5>FxF9GH2S@p(t;|C zUQapbnwQlZvlMq*v6cC4O=s?%Cb*5-Rm>5M8TsLN%ttIat`_Ft8d3K2T3SuHJ^z$+ zJ#NVDYLHuF$F&;)s{1z>_wkv0gazai$mLD)p2QwBLylO5_TEpwE*YXG7ALoA#l@D7 zOYzIyAk0aPShYOUC>Q5-4^z)Q&?x>&9ZXmmu@W*As8=MYYt^Z{yEGusC~mHzwO+sU z8)OTppiJG_sxK)V%3~IkjWi1MUNWO_m6|>&o~nmGWNE=dHkKNZ2y@YEgc6Z6_6u-J zalM`NF&zBTT-1V&AwGcmHTuZm|D_7gjd8&r|^1eX8UkmqIZx$~F4j|)ZjM5!p_vDTqS=tfQX zD?ZPkUN8A>%Nt{3Kg00{6Q$2dO5>+_lia>;*%Eoz^_pyJN7c0ncq#t|L_u0u;JwWb zj8&GSe0U(MR|fiKH#W$I6BB!h;|t@+=eyReWl>QuYvBsg{5<)$bgVTuxE8gyE^&1H zPIf@r+=F>J(OX5|jlu9P@Z&aSg zB-vBYV`Z>~&j(%IH-SnwY;PO8s}umjONFdYYqm?0=?$Sw=blFmU2{gc+OX#y{aP)+ zgDVC%3Z!znvvNo4u{&UJQ3>YATk`{vS&oKP*RHF$F=Moz{o9O=Q8c~?HGcRiOCaK;gdn54@M<(L?hRlFMzv?vk zp&S)Spy*rq!DAz2QDO%jbQ2F%%=Vq7Z$7|IIKe6lK-yD3JgRpm>ZI~nX{4{NR9R5i zaNe=bY4PQ+(B-iYA5#t^4^kdz_m4r&`N(xHm%-w2!MWx#ANeVDpu&6B0c-#EYJXxq z2{N$#E3g187LXjQU0Rv0N;7(gy>6@t1}Q@&-RR%q6$6b1^m{QT`FB6(N{#voIl#|o2yo4Q`9A#>Wf4?d_w3J1cO6rBaXF)D|g0YgK*a<$xN!I zjq&GlXBkO1ecv4CA7gU5V?iMA<(;gU1}pud;b}PNi+)$IJRAD>yPte#{>dte zU)2l)cmzb6!03fBFnIbi22%eVC8p*;6}t@5!#;$gmeh)qZF=%YQ)YP=jn<`B)sNz# z%7-oMe<%VCJCC*$9~=(9*d59s?SjLtbpM+yI6{4GDsGB0%cxW?EL=#PF$`Zdq+sMf z?nP97-u)rJ@vSR!Zfc%->=z@;@E}*grnYBcBXi>sLvzigCf_WIX>v(#cYmv^ zJNp2id+RZb-KX-~tVN-N=zQ-7gzu;(SHdH93AwPkt8Bnxa6cwNW3!9IKv>;L#6NRx z+z$ylxzBi&PW@#pls9^jZ%+tRv&9QGJB2o|8zqNZH_4sy1^yTV`}-wVktiYeG_jWv z#qizYug>c+a*;9QD*+DtMmx8pc9s$?$cd!f{l=!Bv)-hth-8_IX4^umcs^<9Zk+~t zr~@N1?hP-!Ds@)+??v>#qBx_f80T0}w&H)SFF&NN{J@|gm<>xb=dEJ;9c00if!i-A z9mlE!&h6)a&T1+uY#8@;!CW%z)0K0jqw%akhNNmN5NmVso-rgoL-CQU*AotQJxNyN zTe^O+vC#d3g~i$5FC%g%TQ_nu$ogAz>1KW1BItE_1d)LNu#j)qn8hM|)>v3@Ppa*a& zUukOG98$%9!=pK0-%}TyEOU@sDE`dQ8Fqb-vwC>Dx%t_6ifRsbYp=I{+BJz`0iFwE z3A11KTjAW4PS*KCS!bcyv;0n`24ohIXs>Wv)i|i@VprzQ)&` zKT#K;!pz!$2fDonf5G!-S?$WOM-_!S_#F|GEzUj=eDGW2A_Fwdg>T!qGGXoih{eAaVjYd(YX+yd_tnXQ%KvMu{H(Lb`9)5YTp zln>R(_k#c`!lz_P!ZA08#gYP|ze8rSL3pg9Uq3N=1r+GEV7dnEPaxTN5DcS7fr8H7 zv49!iKTmw$rToW$o zwo`X#HUfb%=H4A;3lMtw6GOM%xcJA;wWzdDM~=OD5i8N&%7Xe3E1+m&XVNcyclu8Y z9h^p^(!HrlW+iq*OXl{--^heS(E51nAu#=U-LrP-K%RXgKw$bew?jU5J;>dt zu(rXg=-V+19oaS5v|cH##56r^UW0n6un+isGx8xbB6?B8Qm3NtjZKH8&c0=EJ;s|4UM{N72jCW8v@)nB`@0}w>tr1Y0+zv z#QUATaH)vO6E{=l?X4|%m^7C1_Q5?%56O1cq=sFa?p}AF)YC2G&@$&XR|`-c&n?YA zGyRLFup*8v(|rB=09w6Pxk!ImL*g-h@07Duumo1sa8);LynP10LBm~;>Tm$7^ji?G zM22fIc1(;uykSZ3VgCu)uBEJ+519Z%;EmsJ7}E7ZjD?v|5%{3 z6IAUb0V5dBj&ev;IjU*AGg47+(8!ZE92gPvgn?TY)S_Mi`EJtKKw0V)xXkCd@*h*i zu>_V_`)0B6LbKlRe5!6G45u5+L-mi+C)|_L^Fm@H;{!DC?vqeO7uwgNKAA!bWZhvj zq5rdHd`V}Fx|O7Up~D0p^Il5Emng{fDg(zI5{80(G#LOoca+4l{uA8tz6I{v6nl7n z`e}dW&f?7F2Fu6Q@w*=_&U2ljxA;Yr zrb=3FC#Xb4yurP1I}aZLI!2~j8UfsnZy+pgZBv#fTxVEC`4+qzo*gP%sXWmz1~T6D zO)1?ML)U|??rlI$((Zgb@rtN4{o5^JeQGVeCPBdgWVRGSAIVMd75bwYE6Ca{J%*f8 z`~e9%#HDqzd~;lVrng_B@TxaQ$ff|3pSk8xsQbIkUQ%?dMLfsrZZgYTrO^|GUW)^W zRk-%_#vRFm*VP(tFTn?lsRiGEb`1YfO@1MRagk4N)`;erpU^gWjLEIW>@I%a9{Wyj zk}_6R_oPelW(mcD=8MJV3T)PqgKLfR=qpS+6={$^*b$b)!tp7=RJ*4BZy+|jWFhNe zqp6~1MZ!#hH+ZC|iHN<=PEsoiTu_(#K*r0reXRxek=n-%!N*u?nmdP!ns0t-<(MNi z-TLQ!zhO`?$`AExFNwrUeP;e*Q$~6$H8gt(+5#=mxl8P z`8Uiyk0shenZm)4XdvSilH#csvM7zylhU?*UqgfN133?A0SWF;tVI7&%ib>+^NPQ! z$U7%^MqE#--?LJB;*oQ}<+`lQTcOaKr^m56BeM*2wqK&qlg-|r&S5SsWBcL{i92^3 z2R}qwiuQdCrX60(a6XxvFTctcfYUVh4>k~U+YWFm4GZYi!|QtHTu#N4vZOR6jrcz| zl^0s2e<=+V{bqaN+?p)*kK2W~V$c*8iaVCDm#i_#>R!i z)Ehhjf@=X~*Y`ZKsxaCL)@n1!wo!He3PY8wj0~;gZ7f*vaMX!OrXg09>n4P7r|BZx zjEY^oCS4@k*4J8X;6&yw{)w~$MXW>`#6orc1J{1MZs<^k<3FRk%9o|Ep62TAPYEW> z6b`!3`$h|io+MBielG{+^MN;>pwL%5`N8zJ+hM>$NYQg>3fBaXGcVQ+$J`+`G?rD= z8>;OaTP)cxC(A{I6Nmf!nS5|189f=I)I_A{8!GdS>zAI~b^86&hjT(LZN&FC3ASO> z*Oo)8^{x2t6p(oYz(Fg{AtT>-jmCREmQxb};@J;d{`>}J2r5G-RzqXvKwp;W1@&sg zskI#C-4If4vcOKMtY!x&1wHNb-nrA2dmIhomKG2J6^Z_xA!;Lu%JBP-wEN{DjrCE` zzXfBx@TKe87Iv4f*yr~A#QOGl3T;1aGQ+wo$s}&wD=D=+<;W|<#?y$?CAbzeDhTN( z2FRcTHvEhuRooCeeB$waV$v0|(0VC7{ibV#Q-mXdzLFy)v7h$5(VcuL8~E8xJ{6I^ zF&QH4g$eNAE(-^rnb(!(>Kw2;92tJZpZ+9Ge1w~N^L2T71^D0k_vW)F{FmTx&E>@^_J50P4n}tk_WU&D(Y+W| z{`Zw^j_+roO2^tH9;~~sn+mg1fcLaE>C$cqr|haDIcaMjq4>Y=$2Bvl{didN@bgDt z6NLM~9z7TZ8l!u11ie)Je zIPw_TyRf z6GL%p${MYUOw-dDJUQPRgO^yD|9se6uu!id@}zGf@fkd3y+b+npg-6FhO@lOlucU! z0?Je=6vFZ3f3OU!cO#jW=QdvQi$28!f9?twmyzn{Xpm@x5OEy>7#FWpid{v#6? z^cc~z{~-Sq@%`rctUO5#s$BFeD_b1cL5%@F!WFXs>iX6<{bGa^6~h2;7;%_R0qFrZ zM{Ktxk@$0gN)3NUB%Xt5b+&Po)$wy>rxYPZwLQhHE-XK;8SqUx@~ zw>l?f?H=V-?z%0;6?J!EdDF5e4~tg+`3x0j-MBe;^pww+c=lQM4Gk+f)UIx00zrd_ z=3`kg;;Khv|GKZo9w8BYDC;DeOM4b_pPb%hmhpZ1d5vm@TI#Lw%G-2T>wxMyYWCV# zlNz^EBUfW=mjcdjXn;gxwKy`exsDlRx!X(6?X+yA&$t_yr)ewTBRi4&M25>P@Tq_6 zy5rrRsYJ(!5f`5WPQur23kRC9q*>qTI=i56$NW+(mpKaNV0rd~W_VqZ@FOG%{Pegn z<(;P-VAuRo$9LUtOGw>gi-R5W!!DxZ--pM{bH(Eeq4T;0sijtdJ(MHc%KTw1D}xmv zx^{OTFlMHV`z$bdB4hf9CBy9^A>;sRf^@=8%-*5X2u5o?XE3UsrM_WDB0VqW=$+YvjiW@%FDKUUZ0lS zmbcnvF)4QG_bamC@#S-)@VrznVwcwQ%EFdK*48k4VzWPW-;{~_e*q zF<_}`im{+Kl_pWYrX1*irs?FF&-QjStS^^DcQ(O5l!dl7_DyK5nVV0I>197MNHF>r zKeZ4pLrvFxF=WO11i6yM;wjzg80MkNP>c@t*t&G`fv0qP>Smc+>4KpUJjV}U*J!Dv zwy$`EM2LgCTlc{EUO!GIJQgUpN)*dshDl@L^Kw7Lp!ez}E znA1uw>sK3owbZ@N_M~MmmXsB3_KvnS$yQ;doj6PXrnH!IWWGxJh~bZ`o2$Rl zK0oV>`ExgRAxnxP4fV&^2Zz)@BtGQI$Sjg&$#_3yYEX)o1R#1LuTn7O=rwmZLYeM! z__QMWp_k_`5cH+WH+u9ArfR8v+>1Y`Ny;(*V1b2X%0$SIJg!{o93hT!vEA5}sL5FW zcxp8=J2@tfvSdy-|AyhC&bW>6qr4gkWakHkx)x3_yPdJs*e5$LK z+#BPpnHA$~VV<7>RyzM~zyZa8G-X0K(E~wYQ}FF+Y1;(qPpw>^w5)Rt^ zf+)YSaHv1Ba@}0hKD%DS%>y@7kg;2;(U)9wE}chLp)^g$Y=;ua!i>8x+zN+e*qP*9 z#Q19rp1HoWKeV-6q5Z$M3j}fn4$%J0U`3DCtoFs~ZTUt>4fOh~IBC``4ruK1Z@k%E z+lA5R%^Q2%dj))pg_&=a&5QY;-jUze>?@f#L}%PWB@(-01M_j8BcA3RZDOTvG<5C= zzkBNVBBTI4(~04oySDs;_6j%y*WS*=^|oi8*p9h&J=5D4e2_!lnc}KcdhsJRw$$c- z^oJtpZJ{HAjH$DpzoccP!nJ>Ax6p+(C;>Swc~RHG-msC~v&#K@?`sF1v$ zXr?;IXbA0)=8?M`-cq7Gb8qr4p#&RsU`_BzyvkAN>x_#++4qJ6_xRWPYm#%N$;*=R zlQk?a%fBcp2!D>4@c|&OpyR_`uyX;s<@+KV;khEXwW^21=}3W8X|Blpe`JG&)@`p_ zB~LyH%D0?GOKs??^lhWAlJ>80nNJ0m3qIrlCGZvDMR(AHIWXc>hqOiZ4RzT(Ka45p zDcsS4JC;=>8zG@>Fa=pvFaCGlHKsA6e5vSv%&!tZDN00gh7K=!Ql>)LjqM%h{D+>D z18eH>AhI@e`Q_P5)=!n2T}bNcVl_I$38ICBpkS6J&)AA@)be!aO@c@uxk0ZfEC0pKvsFVy3&{V_&5Hn zoT86g5=XMLNH16+k>@F#tO=zT*8G4R<)Fh}!ONfEcR1n1#m<8;(rz*-Xbkgl#bGtK z3$cw{+Cl0g^S_v&?oq=~BL$taY&^l-Jk!xsO+VyO0lUITxDQq7zc-yqTrylOk| zeR|;XIk_IJH9d+G6v+m0{Qh}Vvu5FBSm~Iap5~gC=r4E^J(u#w9>*=r`lJCpm}w9-uqvG9A&+o-2^P#du>hk zS$2Ak=MMw^>Ygxp+mHLCisz9OBVL<59(>yLtE{*$t9@bp(QI0|Kvt4l*zhgQcQWg< zU^W!lV^SCxcm9+cSc!Xlh{ye;pdM?Vdh8^D;&5uQfiAyZCJHMS(8Ov@SA%k`ukDpo zuu&U8-TjltBMH)c6gPlDwWX)Ki&z>6?pYwon`{gwfF%rAON-GB__jwEf|o;fvEd}x zt;n?LH=>31R{>sNPtz*GR45nLI_sdy{MY9g^hh{V4`_-N-1YGGj9rr_M{enpcSZRSq;5EAJa4*;z5v34ZZ!VdneugLUCN?WR$18;PSm ztLYuQjA+mDJ@|vE5YGq>tMA|cPQKy|(LD+Yig}L7{H0S>;{3AaofoRO64d{|rnm3t zF{%)VQCVyQ={eCUE-*V3ffNIQsM5x>M4*rN*oGTWTEyX>6h5976Xjh4p9n=HB_QWn z@*aoa2W=-FnWWL#Wt|CLo3L{=Upn8wV$O9Dzz9(h!b<9N?EokK<{hJuz1~=f>}Lj? z(jAVsS83>sl}}n~#7Ik4g4YIz(+pZ@C5+^~kuWUZ2qJ6xr1^$5N`yVi^Y#{8B%(Z) zg#!Q>(V~2c(Mx5w+U%>>23vdKd3I^Jnuh18&&CXg%NN0G`b&Pr%dhcq<IqAnUg$`#K77d(J9_elCUlY@e_!_ zV`%M`V25MvklXP-qsCxDwfw<1VBVJuaCH?PeV%!yX{fC_a`8m^KyB>sYgY}cIksf! z#I7Zf&50p|JK6?cWv)iFT`C5r<%9F}ZoHU%Uo4|i=_>HM_j$%FN?C&nwo&@@}6Ye058Z`x#iqKd{(*+;BfkKnW{sP*2>6mqU&!j7={s6;K_7 zlGDnstSs(%n>>nU9#b&O6H{XEzxh;d5IBN@8bN{Wk-9|dSma`Ur_CiZ5Z;!%LCSp; z!6~gYDK2!=*W%+vX;~<7X6qPH?~EGa@2A8JzQ$Ze?X?_|FVvxSHg^{Wx>S}iv)WA! z2eRbXc{IvS?grQ>=o0@zHXkzV-_jCO@ITfj>KFe)T)sC8dyL&H9C3?&caY~Vkr8fC z-vc=QD^Bd|P!CLRp(PrR@K|2me8e2{q@p)*?Kc{1q(**C-XQ6jqbh5Jw)_JaDl^dg z=+e$kiy-82#y;=-9XLgBe*2}w|Ib0C>~;Ah5zE&$exu}|3&NSEcvQ!iYpgCRiSzax z@1T~po`Ls_-vSq>8zzQL7IK|SSDsvI8Y@9h?hTB+Q7}odk&n#jnB~8a@3*UKsTJ|< z#ZUu=)(quvsvs-VgDEicA8xkhrm*4GSL@Sx{te0Wau8$+>pP}9dqE13*&V9ZZC2Kk ziG6SBbt8_fo?P-m93k-m9E5D| zaB+~7=04a9Mx;|6nLz9ju`olgAY}jhII32~NOw!7olK?1g3_Yveq%XRr%8?Haa3la zlX1tyYDV1HQo64|(Vkp5{#A9rzn!! z;T!A0AuM{SJ#~cPXs4?2QmGD8mgng!gn9awj0(ueCAJ!p;+grfh&>Os^nMbCS#(Y7 zzLqzy|Jm38nDsv(Yqq0zDWP{41GG#I$2-o)pcJOYoG?$i0`s}0z{b%AuZcD97le__W4_p51UfVb`{`-8DJdGRHaa{Cja!J?-_@#-( z=k?F`GR$5a)i{b8u+JMD3NjlfR%V_|~N_pw}Wz=Egd)BTzUi=1y~eANjjDMpYuOX>B)jKh{?epz>4 zUna-c#Hr`U)X)r+>9=B_IfqYoa@z5TZpuI)m)nCc5HN_K508pRj{T|@lGY%NKoq<4 zuglb!GLJ%zQp5CqeT{#;#1pNK`$Y8OY7eQs-^s|6%$m;5-%fa@a`fxNTYiVFTPoOd z?VrrOHqHlJ;+jxoO7;*Iz9(#p$zK5Pu!5>q}hODX|;#Qg+p-cTEsYu|9L>KdVlnwB;Y_k-U=#2bLLm`bsf zmAd~!*;#)z{r+#x`q;?(IE|+iZHq) zBu97GfHC&H_x^mof57J#=ka*-zhBg>fQJ2O-J%PRSNGuYw}z z#`Xc-%a?E_?V_NVvMtc3rqAZrHwl(SZqo24S2Ig@xx-kc<|YkQxZ^>l%mVsx97p6+ zr~I{E3HxG>Ek16FjB?%;!z4m3mTvz_`?ubQsYpoRK6FzJZCU@&kZOoKnV`vvcetc( zuR~iT6$SnmYiQYT_}>)Mk>|!;a`S+`!M%kiwmv%Lw+4E-IsW)Ru$jv%7b9m5z0a)v zdRg7Bit?T0OFfb! z|M=+J?>Fk;;o_K@+CyA3C zzji%SLp+z3HxwZ}B6)~Ei2HoXN9;briGTTA&JKQ{MC>)fGo|9^WtV%#(4@xFTjJ;f z#zfBsevkKWS?({JB7L}IP6_UhA4?tpltAluJ$jl@M=*SbWQOa+X|t~@+_|6Su5|Vt zibEm`D>&6SH|l7e&{!(Qdi}Le+W2j5=}ZBRowTRyT>u(P%ISBH`by2b9(}j_WcyfXYsaKpaao0}py}-<;r4&WfSpLYsClW;L2%rih-h=zC zl)ocTt-@!3Tipus#dYkzFN{Q@9>*r$%qND^y7R^ifO6E zt$;@Vy8gy6uk=@-+gQMKy(TuCpT@*FU<}j)bn6*^#3o z;psZZUY#m=A4uzDowzVmxF|03wb^sX%;I#Rfu!gR`X1LObk*%if9nf{Tk=j7ExfuO zZ>@pqH`Q^u%N~kdqFdwhdFM7Fs47ip4mynp!dJAnZu%d%{{BF`W(LZ!90zghM{#=K(1h)VF*I}Z`4=;6v{%W=tI=!h39 z-^s>;hLa?5tP3L#T*$+MaX;sTf-dqjAxKhj?unzbm(voky*2yRfem>vn4K$tCl~k{ zn(n!WE^Enohc1t^s)fZ6<{8-blf{~pww;d{zs^-;Sv%6#yH91Vuh8(q7x)q2TRgkH zzrWwqp}zTZ<{~U)>W@Z_|L8so!bOCPqK4F})%k){@ZX+%ra7TGj;M39Dr_A}2W&JL ztFz|CFJTQ|>HQ8*w%g40{dtGB z;;(W6&VQy%T?7l(?=~X@AUDISGkUU%#iRDW`N_{fIbE@4L$8mt%50~qdmmbUv&eIC zz$A1J`34%ZOzO)bHU+sZ4@OO@$8fEn>08Zgi*&isys^a|wn`CiE6?L?8 zVB|P!ab+fyq&j4pK}22Fn-~`ez*gVbwXLxzeYj}4l!erJ?*6|Eo~P^l&b*G2vU#T* z`jnI_MzrrBBIauG1H?6hl~;DNrGl*wi0CgPLNYvJNmRBlnb{oyJ*P2O0ga{-d2E87 zbvVD8URs_xyL;2F5ln|UTt4(C;ZQ`Q%W2|P4ns4r?Ck7AG}cK` zSrmuj73K`u-~>#YUk(KQ3IeBG4dag~q%dyN4ft`oODiuR#WmKP>6wNV%HcH2Z?F%_m!K`PNt8 z(^aE1ItpACq!ig_G8JC03@U5Y6=$QiW*Nx+ zx_8I_rvIb9EfToM-YJ>AVbd$=2dx;cYx<#A#;JV1rlVNQ$#D0% z3R*7UuGyoS_84$`2LH_YIwWfTa0fs90W;YOr6;nxr>~m``UpDII&=y^jV8t*2f8Hf zKAwnngYBBu94KWP>luoKm^j$=^)s~VRyFw-bU2Z}O*xxH_2ZfvAIz~nEF}umo4c;_ zH}^R(M#XOnt1!}$?O=DW^=sWkV<~P@wNi@_I~si4Zh_T^-@68b%sFEGS({JC2Anj5 zWpgV8ITDXZGLW;h2Kx0PraI0`_Q#KMn;rcmTgeR}4GL$=ADox8#EdXoS!; z2MHW$Y^!b`^p-;WCrtldqY7(4dxl!~pz2Jm=6f}dQ0qw-3+M|itq_`MQM4! zP4~f8!x8Glxu5v;IHlO7)xW&>ojN+bkuUR^>NQ;;Rv)(mHd9sEwCA4x-R*tKj%5Nn zBPF9^U}p2jL$@6QbA0@B`1+L4a-W-tkE=xR=MXL~$Y&O%!iwD?SO^JRo%K|HC~82k zQF2cQF)|B^o4zxp1x-YCA`by|I8&Ll8@tLxHB5}(fx(|mzz#g}h4oi4G7T1d$S!tI z4euA(C>XNLV&dlaO(-e{E1UigVuYy8lAl~a)MuiUB1$ZkmTLs48+jDpHe0D(c6^24 zR@u}GE6Wm1!&OlZdP64QeN46ee0P1T2vpoJp|~kLK>-WC!US1_XB57H$UaiT^8prtBR4HH=}oyzJ%e zrT^UD^7LOFD+8ZOgT}`;4~(8Fx#!EFm*Y;hGY3BjcGfxeIQD?onYCAfG1pZxI>t(t z?VaA9-d`-(-B!UYSDS#EwyuuuKluK}GfDXOZ#rg_8XTwjqJ0xRgpMN4}(3k1bVgG!e8_Xyf>x7Xnb}*nMM_Ao;+CZ{J+~05T8C%rwcv&nmYR%e_l93 zM;X3odTGiJ8Fc;PFlN+fE`g7FYun;mk~y#-;T8JXGv5WF`Q^Ck==`x{&j`=;#l`%x z-DNeNM8HOJ0x?LRQ~J21Dvw*nu}*hDzee~f(sfdfI`=v@w^V(lW>-(a8OAD^mf}X!+B49iZJq4{MXUPdWCF@0vM8xrY z7DD(>m1)j1HCPcB)l@;U+7UdawGcCPYObnQH#y>ppKeMNW`$w;ZPXxgf#*A8d zr5Mft?==1QPy?%PE!t5RP*{lP`qxs4H-?)I@}BQBO6=drPC(^ir3LGrD1aF-Q^B(^ z*-3!l$(Y`o{JA)4@YC2sGatL#-xTKzia4W3EVg7=YtsFZw@y~@2@LQD)GDI1v}9_q zcb@_SX;i*KfMZSic1e(n?Ee~V3!<;+Y=^HP0>O+aP&e#`S6E8C~+Cz}c{hHJgD zec9jcmmMnn3b6M;ibdjS_1%P4CU|SEp2~00FX0auMKkZb5ML1lv z;MMbXsqnX*q1TZ>?3aqe{RcWe~lcI@VH(n6%Qj65ev9U~isQWstQC zR{WnR0H$2q_0XR$>cy*V9`OZU4d##fr$q03w8wDox2oyLYaV%w<_BcS=1hllQW)F? z2j>X#i~GM%3TqAs=%@I9B>3{AYhy%wLnc86T}I%IfAHaFoHWpSm5Ypb+YI6_4axMK z=W!5Htc$w#&D9>`J8YuU^26QX!M)*0RkWWUYk{>=`K}zF9~|n>ms!kKlXYEYTV#}U zH#3CFpLT6y#lVJh!~LqZvbFJks`u+-$B!LTfBM*9HwAhFU%Y-P54$huAv}TSDAm5! zuMkovq@lNv7oOjlc1@+Lj4XRtgSX2sw&;97Wur5Mp?f-oYhrdRNkd(Se&TIK)`H#BGEn#`>$Q85p6wSP^mdkIP>t3q{sn z*KW=SvO|%@ynAIX%<%x&B93#p;vv$%9AU!^^5jQ%zro8NOKx@&eRn(Z+V%h(`;2NA={r?RP#u$Nfr5r)J_I4?zt>hIUvu@ zX=7D$TKdbP&|B|{g*eo)GnDFEbCCX&S_*_zcN+2Ma#vt@`3IC{BWy@`{GZsyiP+K! z210^R{q&Fgn}#h*iS@P@rVamT;v+MR!&DOjrx5m@2Gu%e(oZHqF0ZwmH|bN9hUY7& zb(|J>a)HPBR9ffU9lP|{1@KN|USh}rjGj#By%>~MY~-0&@(An_JDcYZcP1KLd{AesR8QGb9MoCBO?6T!%qfCySTq@ljk5o|jP+R;>4bHdTapb0P zp|m<`ZCsY_ef>En-k?ugCWzP*j=)g+-rJ-2br42UaT5oeJ~YDySYqHQyQbv5jj1l( z{IFv>w@A=4&uqH5J(My|j55-NUQ67f3T0xrWGausBf2m*Wss-O)-J&o>$8v}(fsLP zzIFym^)Y=k*G4{7Vdjzc8=<$WPss=c9m8>k09e^Ot{n$ul1YGN)n^!uIi928g#n2xG>c>nuD3X)c)Ct8O?F2_tX9a(Lb&?&DIh7M*FH$4K z^|iq1d4#f!rM~LEit(8Yg99OHYjAnHD6eaWItT*7U}H@qR*FRK#WJdq$DR2ION^z2G^Ho8ss`*vtdZvuD{# zF!Kpe$qz%2IEfi4o$`S^9WK7LIl)f}h$(;S-%4%iC^L-C-DlVlYvX*aKBDN=R`v3W z2!Y==Trxc<%eOnPOueY0XU($t4w)^V&1|`#vjRy++Z(xX>DY)^XQxsQ<5q8vqw2Ny zE1Z!!-r1dZ7X|y<5l{s>)ZJ$P&2#~{X8H^wKWcRXUIOPX?%62XUa~Fqo5efUTzYDZ?wfrRT|dAhmWL2CVq3rw?h%HqfSr znCI&TsGM&g{&-P7qavpDV=fxAoGx&X=}(dHHC`j%Vxt=WC@$eVpuPx@UQJz^-bqPG zp~Vfsg86LS&)d)AFr6B9(zCLS91sOkO9?l-T!?FdJG$NWPWY;frj2`j2(DD#N$8uy zuZncmw{pvGo6NpXJ+D#>lSKAJt6S<5a-D(L{O;!=%6TiWcWs(^Qg$Fr3;sCym#$$z zt%!PKSwB}t4+96`v+S5C4y$s4fWLSg`1XTlFkE$ zHV1pgo!3tuM*A2|-)vd=1w9no!Cm;HyU!iN(bg=AfhK18!04z`0oSx6^ve8r7Q$%< zTpx^3v7bcy-OLtM@ZU`ab!`3aPRy{DOPB#QTe|}nuaUO$_O8A7cQ3yoyvg9FUl{cx z?ZHr1mV2gac2CNFw{lN9w|Ee{3IawIbjrDi**H#)E!_9DiJOLUD~^vNePC(Ur<+&A zD*9qZXNjYPUjauZ)zj?{ACW`STJ~dPj7Ww$>9Hn%9=~PzY{+I3vKEWkKo=v{b1tdf z!dd@<{P-g}r+OkhFYvJLLrbHY zL<}htdci?gC+_@?UhnNUXZtH(MR3PucJLLR7ux)hAKwB5>v#LwP zZk_uIRx5Gtj#KUKd6a6!w@-0@(pb1T92M##OhyhN(lUa4p^f6qOz-QZdSu%l+vr*w z4FcHMXW`Mgl&F!)Jka9E1H15M*N4_KEg8JI?-ex*@uz!O?RoMqT)`DQAIDn2FO_Sc z(;2b1{<*Aw2&0Rp@#UYzyS_;py5Ca0z>aYU+y@rT~$)yt8?ShdQjE74IG;Zt^DRF zvq*i_Eaj)0)yMAt6jmqE>e2t@QLs4k8msuUDA##{@0Rr!*DRaq^2WC;!UD3RlG_{V zh~2$CsTcg##7gmagwo3evEZ#|Fz@&87Jo^~7^WP?IDb0kbowX@x?r6ZWZS~qhiQEv zqk7JE{}MUk=3AY!yA41Vzw7^%I&%C+L{;oZGlpGZ#_6+XX0tB!f})|wTf4`}@tZwq z3x-tPiK`s}GD||{KdREP$GBNKzA^ZvL4W*sK6e*47bWw_Qj@T4_vM|v`GB_cn9zG= zn}N;Jp5u%hT7%bh;-)INj@Bg2vq?>O2=;g0uVk(bgUNymrVB?<=rb#u0Zz=kgKNbw zl8~A*R-(`!$ML!BTbh2^!}havcgj#UY9U*s@0=qxD0~4>u@?sxG1I-aiu6kKcCY1x z?DCpmCkX^5CV>j(LNG6SpGO}^1&m&EnUH0k|I!dPu;R@&q zj=;UoloeN`V-ezf$kyd&MRl=x775c+KEppsuAiA&bGZoVtW4M1>z~QoDjKfP`JT3u zwyD!;30(NjAVhz2V(J1>Kj9hgYx=*4HU~PUDwJY(v-72)neE|gjs{1CEta22^Ej|K z>we<(;`Z)k^(+U9wL`jF;eI&2-W_hE#DmigWV<#~G!?`hHi%Atsg!luNC9aYkW}=s z{2Wv5M_1;IDFbOBad`t6d+TFNn@@>fJVv-D{#ijw}VY9LExzmfs1a9py$q_OHBXWiiR| zatlU8nWO)?8`+0kBpK+?6t{d!8JzP5{$Jya-7`YP6qR;+>)+=ZgxuP)PLX2&THNdQ2OVHf$*;{ zr{AvmmvF5Y$oOv)1ft7Eb`%&nf7r=k6-MXu1oP1PEIs5swCbaM2_m|uLFiY=j!yRp zfl2CL#4^hmrs=ebwt-$fHwT}J!hH`>WvnlEh3cm0t!8z4Id*#$jc)dZGt4V^_h}s*sGt*Po_G?s6=5?^M32#E@;Hi+=GrK2C)zJzdwSEFi}b>9jl|O7TuGs zoxHi>CUuFJB>(dcBjmR|tmK2(N4)Xw8#|p(>BKd3shp-)qB<_t*hgPk|CAqU_n`{1JT zs5C8{mxKkCq1s8Op0j7pOB=(GjM)k{818@+=)5;w>vryxwddE)D0&-KGQW+DuTcK> zd~6_(_QX^kF^19>kXMgMN8h?WaNW>PeHL+9TYjm$RUpZ5(jWBU+9uRPc3=I zBunLSS)(ag!IaXL?fY@3GbhjTkxX*alBq6JIyTR8zZ^x`;CgmMmn{)F_4?;Ych&PgEH6l*9uJ!bkUKnuzOKF-uvTX5w$90)0=U- zec&xf(`>iqI_qUYH6cJni&>v10W{rb5t&GcjXSPNOC5K=!W6T9cmLyn3pMo#@+sl9 zOZ0$mTJEoUOi#tHc4SE16t31ydH= zH(<;*-|cj+m&nP<)qa9Dug;m>x#32P3jDJbI~t?Z+?jLG9iIa_JbY=pEnhlBP@9{w z>@Xo@6Lh@NVco!cak1kYPdazir3_ZJz5Y2Sax)>AZ*9Kr7q3&wG+XJ(16dsJ$?aaa zy0_-$`Dans%WDlE->0tO@Bn)mB*pj@99+wJ5>%IP?JvlkxbU=EZ}x^XMr zWP7IdzxITzj)E~{HKxU=!G8m}SPsD|S1)_8E|dJz@TVyO>-$DqXewUPG3igQT*;WU zjq4}AYk0tmtVq-u4P2X+NL69bw^h$ z*+ws6Pj)})Koy-@p%C>)+(KcgGhqJC_!gsLer?t;s}NGNZ6EM%(sB}W%Mw(z_D|TJ zNIoye1C_ljR)YGmQ|*bZ^UipFk9`g<$dh?@N7WE1k17`W)I#k!GrxVv(4}}f>l@no zQPv$+);8U@q8Far8eVwL&XfxeS=0KZ-jWE{T9-VXfe7L|owo?A!WK?%X2mh*l<_)S zxs!KGQt&|twL6hNdM_vEyKphzx6c$_yR$c$sQ!G5d1uGJjy>IT=Ff|;GlE3TxpT*j zZNBCzz(bBzpSaVPy6yPzDvY%YToQ{xwaRO!L*_D*j$>t|9$Z`G*sakB@v($Rx5+J? zFBy!Lov1x-z+wRZz>$b$k!T6reR*#^3TzI;}~saS}jVHiVPX&aie`;$-R z3PV2YEeI(+e+qZzdw^`SCPZvEs!QMue#>alGY;0qTuod%OOr^Qfim{h_(cHosqqd@ z1ZGP|^;jOOi{y^GrmFmgEbIUbHdgONuRazL3s9tJcYX!`w$1OmK8G7j0 zibogIu|J}4oK=F3M!cbPa4rzvP{Z$=UAC)QaK%oBGK2=q!t9 zGniBbX+r9j+jzv10k;M=WTq9+=+`dVEE<4b>+&p27zS-?QI;tu_FW%iUZxFB~pB= z9pqx1c+=G*P2-n-vO-`fSRv+d&B2(1B(DpWp&w4?k@*wKYILI|~Gk%RhsGEON3R)REp{;}0;h>GIBJE$M^txJqN-qVs@Cx2H^~hzlAf z8|^lL&3gM|t1#f4+ufKVOz^)H;RZbP@Eb;zKUNjeW8weE&3o@MD9AQMuTdV$*syDl zqO6A)R(a_R${QVDx2y&VdH5w96%2g|)TmXQL0zR=Omv9XHBH=Xff-{7Y`ULvGn(1ICnh*ueyMv(T3sBd5}A@#7%)Lj_ z9Ui7cviP7%pi^Dol#hHu|C3xr{mC<9;u4+tr`rb#qYbcOR6Xx>?1ow=x5cCnG5n{P zfHB(=Z;c5|$2)A8dHOgpBle#Kfrm{&f)&5=OMaf!VRX#~cB8rsY``F}H6c)2@miT}Vl7s~_B@hlr-#I>HnwfIzg;BLclM27FWWQ zbNf#Da7i6}F-&957wz6YdNQghCR6?J}k>J&I&lneNOwg5=c1o)(Eq zC@z?*jgmY0mJ6Dns}bd3C0kd^F!8fV5MgJDna46D0g>OR!0=yhNMCef_$w_+H1-?F z%$QtYjE?qw1GBLP*#|^)-}4n5Fmo!`i2Ex$gXS5U!nJ1I+XJGAAI@U1D)$%P6ZZL& z6Xf#e#cZ8%)z!DsC%&sS~qKNb|0m=|NB^hYmXl0#)m>_SP5 z1e`9DI`}?6Xw?u6mJqbRI_YYA))48N^&(E7r_>h3ky_DnxXv%L*&Iks{pJl6=I9Q& z78~#hZ7jb(sS7iT<&Ao7UvznEX$?sY_?P5B<2Qd!SD*VzX&cW|fLI3fLgH4;VY+M9 zR8Ki|_U5J|Zo253D;-B)SlyD`wI2G*r&$CfA77G)YgQ;*>C6yR3dX;ukBKoCcojPZ zqJo*Vz+$&DMTiQjH7OZTlAHolR@+-JnA4*{0UJ{cz9_%1pN`GRhRDTSNoB5_q*#2#;tMiF$E?lkfL9(`+C4 zVG5Z*?8d5a3jCJ`U&|!1LCrzE359sl@hAt4?y{IsINj1}^cUc6e4^6}dtuRXQE_d+fG^5TS7x~M zg)i{t^pj#AXS67cPsKOc6slSlz*Tk#ekZ_cbMz?I=~O_KJxMN zYsbn_y@@*nX#T}0{u|Brynu2jgEQG>r|>vb9J~Zqy;=|OM~jM9A;7X3VO^Hn`(1~AyV-Vq+nf4l(!mOs-qypkI40;Q087oW4s8;z(Vj51Kt@C=7+O+H zVwXva)BkV}OBh2q4#Z>6{}!e>P$T_8XkOu&jT^`?8r9JJ1@h3$X`~0*SVlr+m)C~d zk7p1&S@nR=H|szYp0c+Dx?z80ft!KX2^MkaHODSj0Ms7{JXpX?Bq7NaNS1@;#YG3e zR~IL{QdjWGmw4M$IO5#^t!(Nx3h+Abvv2KhHT!{ofV-6jC=)bT?@a1$e6qt8I(-$W zk+zcU<15m8M#W%rQy{hyEf$?)%~V0lo9?y61(#d|wtBxQsEH-7xv_MJr-%wAl9ez+ zW2)FC0gXD6b2T%{Chdz zjkxw3mX+0+c=}a^7{6d8|G|d%&|5G={hs^E7{Idi0Hlk0S}?VB^jUq?Z5_g zl2ih6fBCB?)Wzq5N(-sD+6m^L(vlEIhe98JDsU9TPkv|F_{bRpsgIz;C@!8-yX4kV z6C=3>2et78L;;NTiaVHKz1_TwIHs5giUid3s08SrK3~qY|lNEIEGgmKfAvB9K&@Cb~Gz~;PnF~*%tFKt4%0dchhf<5W3Ee zIduSNjvrweKii3jdYGUl%!mzs{m$D{4<+f3f#rc!>1TYxinV3W2Wi$TnWxXz%>i2f z{eO@k$_GFSUo4Vh@-R1m#Dz^?-Nnel0EgFGI1r%;VsD^-|2@2vRZqYWU$LP zj82W3tYUbkY_fGr{?jazGriBM>@z#_y*8jtZhVlnFb%LL`dell_{!QlR*%LW1i?Ho z4W_7jPjibI`x&DXo=!g`+#gfS!$(>vM{52$gL^sM(LJ5(IkvF`^~C0f6<>GRk|fKg zdcr$?|!dXj4BlY@b1=4P79NcbKer3MsKPf;wr*yW)_3MU= zKHsLy#+jXu)<(a2W7{p5DmHHVDw($ipIQ_b`6`moO5e|Y#WoG7)o&?ggMXW)TirFp zhIit(lztK3*L%L%1Qa|gpO#35+}3K|aD`y)7_A<0b=Pdi&37N(hBE4S3=&>G7^?v< zp>n>Hj8)8U5R(W_56i0*Mw-vggm%ZJsg9n&sxIUl9vV~R5uU%9b6-gr)ACIbb>xt^ zX&D`JPt*U+MbH~wO{n0@IvkposSeKJMex9?v?oMv8@i3C zDN_YaQ0Gxq6^xi4xb(H}%+(1F-V@QnTW@q0u@}gITDOZn`h&bxTz0$FAIP%cakFsp zwqI$Ls#4Tl$vT=uvMOz!ca}s9{HmTZrDxJ;*41IxYIdw>A0Y{8)N+oZ?q8*dx$yCr z%GQD{GG1+&1`Id2|El2kw8;qi4%v9*w;MRJCqXkF z4;(puTe2qpe`SC7E?l0c)k=2Hk36=>mUmsTX>5SjH1AMi&+$jiPKq2F=;9P@9Au1i zk?BMTOHV1zGjNfu56PaifDicX5U1{wA7Qv%tcc<=($6{7nOa2Fw?-jLusvn*cLH|; z8c-1WMtIa0-F)oLqyn{@yUw9KR;N5Bvl+^?Ce0xD^}ksR?k#OG{v4ShjE@_pl)?Pl zm*bOu>+TvD>b`;ssmvzXI+TeZq*tO;HtWtxWOMvtGU8`=VPIhfS6#mJc#@>wik@9w zr@j%r?P+!R(%@#QZdCKlI`N%}Kq_30w*46@;TN!NdiFq6TrHs7-IjhM_fbnRc;^3q zle|8m1nSg*3nc|3CTpPAsGxY5zAd-(+#H=>qLZE1PIPeEKEIupCinR5X5=7;Zzn)TRUe-@E$*;&v-v@XT)8@B zf>}M+_-6aE^VMkA(OEZ&o^ma=Q_!>(EYe4I_z3)iMOj(KfP78J*+|#8r=>iCb?M!2 zyVb$(*7>0U+AJsTiOn?k-g-wrHpg6?__4t`<3ai|q%U~)1Xc6kPideV``sI1Z}|jj zUTf~v`lK~0WGq`xQ%q5<%q?;jvOFp6;-jAgYlNHO^mnS#SY@^PYyffwioX9U8xm9W zWr^EUP;S9_v+(TLJxrGK<6b*epw zd^wqHN-4;g;Q=m_Ke>rqzbi{To@HQ^;`hE#TG#Fc)Sy=XWEWWYK{&MZJBi+R)XkKUgiCz0J!fdo$vObbyMO+XKg}y$=DoTx9G9qPRY=p|8&7b4*#nyrZxU&X)L%G ze>2oze@7@O5xc(m-G0;f7T=J1^226HPIt;fn>RX3Y8^|4DR!kBx6HEVMpwVEnNDn7 zAg5#FUmz5BYnCb>;DtPhKYPWU#0llt_wZCHbZzIKN}e=w(LC4{Z}E>$A9Gll(c?H} zRy|O1{mstOcG~n4&e6GxzwN*5o!DTwIYZ7#<-lmIgF9@_$2r8$K+?v`;ltb@s7=iy z_xuC<{KEXp&AIV08ie9+uCGU=sy=D|kdkk0)(zr{z*GdayaB``fe+JeTcSma@dqEB zJ(Yqwx*e|UM;~wg_?t-CyHwu(R$y57eU|H(xX9y-(ArHI z`EIn6ZGCGgZ577;iYRlnfYta2K54(k)bSXHf)!6Eww^k%0*KHP{5NG1&t*uvHq@sI ziSYwGUGKjPWZ-h49tF_)2G;RGZqc$$D9_(fEKug=uUy&fDDF9{-9gd%oG%(G+6(GP zYTkAk?9e!?MQ1(WDR2?7vxiK9)Q5{jla#!Y-7-r!;LJ7AWzg6@IN0$NW&M8oQjp0z8}*T(a$lSzYMUTsFm zoQJG`lx?w30WAU%lGR}}_g_jo7~9;4V1qsXS_bsXNiZKi&VM9^ud&eI&sSU#mU&{n z788^1S`@)L6`KObZ?(m;C8c(+cDbAQh03LPaBc3O9%Vwb*@lyPMZ~9}G0y5MQe3{-K@zOk%#%i5=6S z_4aC%<;V@#u;ifcGFl+{*R+D_HJ1V>E<7o*GwZacAtEu_Wj#)7stDcw@HXkId1Z3busnFhRgRvvcg8j zwxunaa|H_3(+r}?WtEAX9)l)UhIBbOtY5~q?0gLb$?D~_*4;su-p*Ls*Y@KQS^;tE zM({^hL)#0l3J*ULzB*NRQZeRw6Ym774mi%s9tCg{-(W{w&RW!gQY%>n_oE$o`p2tZ04ygfa9!I5`aT6wj^XTL}xbJe{@V!sRmXb(LyVa3fs z>}KR!=CO;2a4B|woSYP^(%7{O#9$DQsZ?i6d;&+`_>5|KR3+{3e;}eb;m~R z7-wGK`;fEl99%alQaCFosuhf>wTRP=`0Zhs@D4hv8#7zknz|^X_X4%9kb+%8jpfb4 zdMwYQu#`9?SJ?_f(!ad_|3ouZkWT+v_`p}SVf?EilJ8oT`Sh-H+4~m1HwOtzBlaa3 z+xjm|d+PjEf0-DL?l>7DD@a1*2Mbq_x(9$6^TU*oK3$e&O3R1p9-E7}j^2>jN&^rv z3c)L5ChHWR$`dS_v3n7^+L`m(XwB5NdnzE& zxvoWUDVixQtRD%%WoaaVaw>FadmSBWL zNkRB|OL7O5Ke_`mFVxBK#SSb$0C(Ozl>o9ON;kFvX6|XNkc=g~67WMZ!+gI-MY+e& zefdpdKfh$c-m|B#5?_ux1z!)-L;O;!x~O@{@B2N<2fqFd6PWEq?nA$3pk&RnKT zj`#UM`>xqYxlLrf|O^Nq@Ks0dUW&Ng6Yh^thcKjnLy zNQ+!pxTZGuwsLXHF@FBa5D|0>uzd*or%!v3tJ1vWk6DbLWt8HPN@cbT^<#^Fa3b`(?VM zv0iVV-GWt}1|KZjXI73D>x3ni>Ew+|J_GKmA7rFeT;zCAy}NC2RuFveKZ?YUu4c;Z ztLZ*|MVT+Q_$JhkJlaA}yvqbnPj{m2=&pBDOJ)9_I?pjHL~3Y7S9j-6%jnLIZcR*} z=1SdoWl_Ywz2nsNnO9B#aS`1C!149nOW#qYX^7XV4r2z9f@bp1aJl9>>Dhr|b7$vB z0)$Mt>0^fxgvhP^{-N$s7k~ z_V4-}h03Y2eIkN0xZBem?VRI=8%%hTBVIL}&7N7{9lWHpQIRuY{k@fL$r6bvk@#~F zo!S2AL?@^_n4UKK=ZJm?K5b!X>J1i{U@^=N+wKQrG*2tK% zD479!2wT}K9$2JnNk<>(giKa6xSEttR!q4v;L}t#hAWgdhDAe(M?3pPvU;-&QhqlF zzN>m+=F}cKC03SHM{Sw)n)LcP>GsWaNPbTHOo?q;HVq7OJj%f(4BECx407aEV9WJt zc&1JXqEh95!X1b6U3|nk`aWy^iF->-Z_&-M8$BQn{4TinCTBh8{=n&iIw&veH+`;5 zHYxGNB&OgC>%N5SPUUm%#LKCLnJQbo8 zZt1st%<2#yZYI?w(t2YkTBThntA5w(Y0Jzo^UcVYLKEjI8>Wki_Li;ZjCp%~i!N&P z4*rr^+-YyCoZMl3+|RPqZ3}j}z)%qFK8{;aGrE0!nK0$v`%r8%b7k>TKF#kgP8J+a zzDV*qZc@%4y^=Na>`oB&{tZoRxK5*x;B-eJd zG86mHb5(f@Kz+;FSETOi)>Kt7Z?^4bOsEV-OV1CY4MZI|yeN7EEmyhJ$;1E=e~-HR zbc0gM^4AC4f3vcMb+7d=!TwXyw?G7aEJbA{rv%h!aMtupNI2nC)iztV)q#ufH60NL zj^tsq6#MJ2`%zvV4&y1PR*=`EWhMvt|I9xyI{StN{oT{ofT4As_d?K*>)afv*5UB2 zzdxm(e5`)Q?OygG!kP%~BV$#Sm0zucV4u70Fq@AqlIu=;J+;jgM{3-x>PqR{IG3YE zl}(!UO1cJ{;cug3`|4s<>ZxPxeVv@aJ~7|;ZYZcXy5*siLYmV1{R^hte^hmNpH>Cv z92*N;dup+rt9eAjw$Ajr=GF^sK9SN{ztMHN>q^HBZ=Fo1aQ?q`rRq2OGpA5V&<_JG zpTz^0_6*=Y`7Sw|Jt<%NYhRm4tc0U&BeO3J)`%zyV^Bhehzp)Ke60~^nfvf#%2~#vje?g(Hl~HDSZj`j)?c=Dre#d)6}1wN*td!MDdUn z25c&9d{GHM$|5Ap!Y8`m+B_}F7bUThPDx$x+P!>)2P^x4u=1~4X;OYmJq|0HEZqu! z@Z#v}2)bU^A+!OVBjSweIhHkGa9Q~;4v0vl5KrQro#mQA#O>wDKtn#PGuF=QNde!M zf2~sVpoZeD+4JfOLv?j^RmIyfybp*>1ZyCa?Sgci+YpknWO;HR zLSb|$LG&>?B@!bLxU{)kd5xM=(zkz2+_Zi0geWc-|7sb4cEfw7eZRB~uaN|FF%eo< z8r%zOUpgG|942(&dJiUl#r6-q{zuBX2kfv>DqNgZ#%r+&*$T~k23tWzUCC~hxj$M`RnjMd(6+P znc8e5q-BTf6T@uoRl8AqpnjEIgMMbrnzH;?rtqvMtD1qHrOox$ED&LOD+Y}o-OHm5 zg|?{#mWOerPS?v8!*N9n>$YmOcd3GO%v=?N#~h2R&kP**w_bPdlM1bec`ps8$)PPb zDp%a*EHhWw$A5c7(uD~q1o{@LzZ2E>V8Y|+@>DA5+%c@KfM*D$lH31E<$9=SMgD%0 zoeNcLX=ovot;*+!`m7ifeL*$DI%|$|49EN0S{j!ifn%;eSBlDTODPaKiMo2b$KQ## zJU%$l+l7VLBJ7>(gok{0`nuQ-v#!_g_j8>7jZ)=6i0_b?+t>5vX7>sf`weIOkUL0y zgIfrnb+*2!^eWu?<-V7PaS!XsAL68r#6>-W&5w|BUbK(B{BdS;{23|A@63(b9n#G3 z=ND5ZwIqlKl9Ycwx4-v9?BhRwzh=(CGtJ^izwg(22&-<#kafjeOOg88kWx+Ghyyvr zI_a~@T166l4uapu)^M;et274AHEzcilK;;R5U#E{^tiuvk5-7nEt@wd;^Gv~WF`nc zR=EvLOFhz^SGb}e!rp`ZbV_pe;t!*Bo=zaD=9wB~BeR;SE=t)B+hh|4-TQ%L8N|eK zK_Jn!-E-i<-tYvaQ?&S3LJPxoTI;bejr(!%4)!MU&!v?kO^f=f{DfnaQ?(vbP3b)P zdyn}rqe^X-_PZU2$tQLoMh_f3@dx)4bWI6~ORRcjuNL~fh54Kn<10*ua?h}c=W=;SP^Gj? z@4jZw#NsIZ&PzFU&|ukc&XntqwXQd-Y1}W=B1D;g>4v^$dc2Hw{THEU5XwLs;>*HA zF}o0(;pZ=)AF$}r%V}nTdi=w}i+D{PE>n1*+8fHB_3+dH)aX$e40QD3j_G1Nih|EC4ZS$Hu|w#v{840E)wZgF&8{2GQC( z6VZelR40dE=9Z5V{0{s~h5S`hDq8J;l>b9Eh3p3u@6Q)QY&QG4p3*-xnYdXXoPw+Z zcc3X}1__62L#Rdc`86nV*u5(F$6ywODb})>OH=MLHujp?j|&I zL-k9FYurat!?P4u&<5IHXmB{5o|c|2KpzJdx3<^mbU-%?HG{WQ`QzR8`#YOPn;@H$ zzK^f0N7F>HWUokvuAZLXU(4N;X0WT?7A}U<*LZQRz8d#u%LW#2d2Z@(_l{D#qRmm~ z=zq5g1PmIKLkn7tr(o|enTlluX-Tq#ku|aAvcmI;k;}AQb5#q4H5yKc`aS5JJ%7sS z0g7eI36`}%CiLet17l>{(Fi~1&-625%FN|qKT|Dp)Gxa6-C)gNed4jPHw*o@=UfsE z*Ti~NPx+*7d4G=j?LpAA`OiVtKT;K{f0S?my{`PP|G}f;Kx8dt373WgIE5S3KOOll z{(anDx1G4e>^sB>h=(6N?KufuKe6&4CLF*R>BbCWw|$8d1&CbQ#rdo7QwRQat0=GQ zcD69BXYsXW>Ax&T+>Fm3-T(4x#@)03%U>SfzRd2x6^2kuqxHMOB40dOe682y^a~T& z!_xiYAjlsQL$|*lqu2CHt;~0TZvH~glzhEYH_K&^$&WJMts~6-7UU%u$**u|Jfp(v z{waT{u6?gu&8}9R7cL%D2v62GbBJ#3p65sv4!XZ>)mksZQ&a}||FjxL@otJ!yr^M$ zJRkbUu#8C0_O4nU&$`*nz+=-q<_WQy6z{UuX^KV;agc&+c$9MK4o5&-ErD;^f3C3i zOdq=_H?CV@zq7)9nSWb9hyMU&Kzf3COf+dUc_xG@70*x?5ZSr0va)pcIH~D1e-us< zu#sQ0^kNGAerN6z=?9!X9-mxPo=V_LFcIcuQSrWrHbQ<&*IVeDxsT-wdx<) zAEx4((jPj)VX%57UgO$JEySw7P}FkqLFQ$4aC>7vyArjzQ3F)VG{lVZk(G^&I_rlI z`HhOZBnSBP4N*-WxqVCRy|`cO%^ywLdgG;5wOMbOyJk-Q^7p;%&1+9X6&0NFADIP< zXGf&ba@0w{m0mkq(zC5xL5`Y=CB!wK(1rxXdEa;2NxR!sQyZ?|^&3EPc^g1{aP%=5 z_Ij~w(CFxZIK02+?b1LvQ))cyqe2cDgS(o94l(qvA&+|GD^8Sr zr$Fw9o)pH7a$bUo9(+Aw3>k>TqyJ&$cR^#>$B$6kdw}w+EaXgDXT0@@C~3d{uRhBw z_NUzpXgU^Vz|7nnbH&@NlH)nGJkpxI#CsF zm}2D4L>^(SKEF?xhcX|{i;Y94r6LO4D-JbT_8E3zMpiN*rxr)|=h`TRzGTSvCH+kz zHw^ZpZm;w7KjmLGLHyo4oVx=D42{$3J<%jV>Z=evLlr54J-jUaEWrl!ymJG*ydL}e zWVpK&9#S0y1q4Ie*lZXbl!6Sa%@q8sxD2>BD$TR0QAf648 zvCi$(pEg2--_>V|BaLgDJQz?;XB7R_!*2295!xzoPz{oonCkX!^}BTOqJ4hraBprD z6&K${9tp^uZeF=yNH!*9&3rvh?P_`I=(8;EctB@UI(<=~%r!x7!0+Nlh}W(jFrL5f z!>RrlJaepX>UygWWpAfT_e*R&S^7B+CAO5@cB)3Rk73yr_@$df6SXi{y0wTDU zB}s7%-C=2R<-+-Q?`PFgsI(E17I--6+cE4sqoev=xi_n#}mO}F&yxJU?MkH5RKMC;K-WI1YnlSjMJ43hRTYAkp=j)a})PhaRjMv4Kwr2K|a*A`ZVr{tB08( zxq&pFnHyZE`Vh6VT>4SrnEsQ9E8aRLB3E2~61T8F?LQ0QU-{E}Lh=v)AtxMqJ}sW8 zwtU<0wfc{2LjE;HA>q0lo;=y=a@W3Hdtg5UHsGup*+;(jlKjTgTA0}9D$3{;cEQFB z^jN71Y_Y-e_$U37|4=9PYwRUosEY)1X;_9q(wzj(4zgUJZcsO)~)Jyah|wFtiX z(OJGz^xs5!=yqFi@zz=~M{8?A>*un9g2JoPVyX-4#WoxytO2uo^{OW{M_TEtyYj?M z7ekTa(DUQRKZy=??7;r893ML)e&Y12_K7DuCG8!fVn8zeDQ@W2I{ljG74`5Ht@Zu0 zj^5Rd%l|}4;@t~H^o4!*-wTk9#GE-0?9G1_2NP^x95IG{Py_ej+j=+2fz2-oQLe^1NW_qmtb<`FNalg$g} z%cv16noIA!nXXbNeZM}z*yyasdtc1SM@I+f$LvO;`MARC*5fM&wG0!|zmtqGPhS^>Z)*AKolSNrt7msh7SCB*7{L9&vrJzC3c>2nJ*Rx#rm z+)CjZ7OgtD>o|r2fY}bCb}9%x`MVytwaImQ9sm%o#-}UqN_BBz`3*DEdmMir9@Puc zW1m7La&iqWDtj!NlnTVsKWk=f9tJcnT!120FD}#p4dpX8 zW<%0wjE8;Qt%>8iz;MXpF$6lBKxfFxCI|&zEeArGz0pF8;R}eR7W;+$Z_}omhSFUQ z;5B=1#W?>-GeYC)iAXA+k@&Tc23tiix3q34Ht6Hu ztR>Pj?=)`Q<-|!>e4ya%gYKb@7Ds!`NfRzBp<9Bn(`M)tFMm>LfsK8GVTEyd1o0_bWR%{mX*% z6TfrG53__y&qfyv9!F*SCF)u(X2KTXKACA1Zb7Isw<3(L%^_xXF+rie#;~ zazil$z&g@^+9ESYYzG zCrdNgfi^G+g_IjR=-lBlB)6PE3fb`?dtX(5t*(%#T6U6;d@r+9X&WOWnSjne7&rtH zH`k_h8MO`M>l5)*eFCD@}E9nc1y{Pt#!f{+{y={v$|_Kmu ze<%>hP$;K``a&Al3!}#%#O+F_jt!#L=A{HSXg!0xw;VHbv0=Z>yEZu0#4Z?a5b9+k zIe9&DDM_~PYrl$2k-UBl#`RVP9Ziaq=oSwx3vocjFR9qKkYAQ52Cuf*J!h(jgh6a0 zRiE|mv{?8QHx%?XJSU4NXm5lUC3afZbminkbq)q6rSO#;Y!F z8hTD~I>`QGr_7%?Dco)8Mkcqu7v4681I1<S7KVn&&@a@UezlJ<(iEI+yVfwH@XMnHx3%In z5pE||zvt}vr38V>h`BW3=TEeUr;_#|Phz4uG^ z)86(QD0x~=0z!dOP`q-1MXeW)f)HTfveX|<7WXtT1t@IklhwP69^`2RNmke+**SH;_`_bJ;c*68_dsxykmMIs4SjF4gGf2k<9%ODDfZpKux=HZV(CmzX1fQc?5n4x`oA$}(F4CHR6dWvE zwWc#HpL*D*TK(rxwpv);CN?7JnEyGWXIne~1W`EXi{vc+x=zw18t1Ix!ZBi;niZKX z%{{PUwM1h)D=I}70kyoeiP;J)tW?-alTKXnAo{IVRYt7C8yGV#=x!Nm?OXqVWS-7! zTn6lB%b2gJ3;V{FZ(yKX-PEqh3E@`Jk&QH%Q$n6YxCi;0SN7#=#f;yV7mfuAsOzVo zZFqH5uPAjCi+AuT>OZnv5Be43^LBA})VV8(7=^Sp=AD;y`%iw*VtEviQm?Y$as zco~2DgNwTMq;l&}jA{(PDu{xzwg0Y1%T$`ga)8)r05nj9w}VMFOBo+EhkUGA8X zqmQcT$oib7$nIL(x-O&KB_ci0_YLf6ulqEQ_I~ij|1S_|v(MK`A5q&ti+_WKoC>mi zwO4fgBu*WZjk{@ZW7-_tBZ(D0U1!s5UyyYb2cbF|4+W{G*<@8u`}SoXjjPR50lAUBB{>r8pRkdt!IB%F z^}&dlhZv~=r(zuA{HR;6=u9;@-r(K_7b!-RBI}wYby{nmy^$L5cKU9lbVk(#>w>CZY=ek>Dn zraK_vEg64Ksyt+=mGa44Wp_TK2_qce&?4uyQr`&C9L`DlKJVRA|9R$P=SD@wcNk;= zQJ>yy?O0qQVO!T0*Nt`W2sREh(#-bGS2J&B$*mK;Fa^UE_8A+jWzxWu#CU-9QP3 znc@_hrVqGLs$MZ(k+;^51m4FtO-Xf|kb;9bZ`ToJ>3pR971n)PNs`{0%rS-+R9v zqs3%x%vBw)mAYRJ6;(8XwnC+87tH$xs;ugb6H664WRJ|hI8bvoI7fXC>t+Tgq6f>0 zCrOtVmc4ltF%&ZHa&qA%=iiYa*UwS88wM%Q7eo`x-Mx%m4B2PK1Q7L;e;BCSDYiFO zuWht32250;GsO(j+)iG0nf$dz$x?5FxmzeR0?zAcrEwF4XyQk%Nkq=|=Tf#Yzilq# z!v8z0etH0dYM$E)Kk?+);IL=Fk%Nct20wk;>R>Cqc5rKauY9fOfrTkoo$>g{PD__8 zk9^$sZ;H&2Tw5stvcO+vPPvX57B$BV@C!1gKkj&ucD#jeEs6ayjWT{7C42JptXw1BwcPM#qP|zLZlvh72G&RH=ZC?8v`KZG;$x+-m z%AyBXC_30$=@l2gb36=hODwsuolp---$4fwP>1Nph0<~d9&}wVl<&Aj_wo}CRsP(* z^xf4A+vF&WAgxg{d(wHLUo$FN7%>>h%f;q{2B#wbbq>1i>LNl6LA3a`hl+XvL7FsV z?nz9nPV2w|AKKAJE{4*JWw19PpQB98HI8Mh0AzrckDa9t4bjA(m2ZHHJ)IcXmC+xT zjK4|T>ROm-(t5vh;KnJ8R+Ng9%{`IE;5Zr9E4;Kl=Tga_dm*kP64s;SD44qzD%^fs z4D%NrHABwqtVoSg8K3C@=ViI_UKSEK=8$uKwYO(oUci^s*t}HGO-K=c z>H0TybY6HsDH2%le>rnDYeS~fdEl6~|1D2AU!Hp|?mJ`Rp%|D+-lcq$2EbGtW2VNbtqmPZ`JnX<9ld<0ysz8=62KdX#LTS{Nb!obI)BmYU#dv>yKm z>o>8Fc_??;azW{9#hih5Z5g`q{J#Dk+|^$b1I^GP_P`7?2y%X5s8gG)nBo0)EdhU_ zB(018@tVb6s)uicr1wd*r9Z!y>PyVALF=$w`XchoF!`9PKd1lCo6(+ z&qC9)G0PsqZ?(=*roT7it2QbZ64ep z^bQbOFJvyUO0CVn-GsK_z9l7c(H>m1Mo=PpBGz)Cq@ zBTzjUft&q?bI@IMMSO_flwF1pCTJHrLnD7vakXHhadK4Q6axvX;OwW6d-SRlLt{)f z2i3T2u5iJ2TpDX^SR4(7tw5>uDy0NvOIxNt2jMU7Ml6|Janlf6mSY)|lqflA`7HC1 zY=elF zIgDw&Yu`$2_ZN>G8X*> z_v$hl?YofUef7ERNy~yGZ!gaah58g2m3V)D(NhRpEDeH5#7Ku@xZ$WlLC*`8#rz|i zVC%lH1}+v-^nO&A-Upc4tY-JdeHI?KXP*KjsV8(hH&Y5EJAGof7NM#PIn6M2eE>N`k zL8@`=-WxkJxaRNCqteoUp61!}KZ~ugsBCpUJXOuu;+IbzpKjg5?hXBz6w$GMn*80ZF({?5B$YCDtzk- zLb`qa==NjHUw?1AX^Qfx{P#Ll=mqvu=;x|#cA^*gj>P4pKJoO*VaLCi=tPg8VD z!5wR;H7-B&nLci6xAXY@W(X1+|NFv~rcvicN2U5}?!PXLyCOLD6C0+RKa}#g6EY7k zE3Tz5=87OY! zlSgIGy`nD-7is$Cd$7?CoMj=kwecQM>EvT1QCecxu`ggKfr%{8uw4v2NRoCVd%MvkZZp)4#U)f)cH1{XEd9p6sO~_I9@VW&CZeO-vn# zN&Ajb#5r|FAINkMwzUonPuYhIdI&XlaeMGgXg1!(*rD`L&B`0L_9BhL;q;QyRyJ=$RWtGq+`kj9k8MBZLfq)C#6-w@0xbN(7x z?2L`;E!!#Cix;|4G{e#mN`=Q8`76oJ=cp~!1jbP>+q2Aw(8r)zpnq=T(?3FSQ7tOcJ_tqgnIONTjo+}lfJGZ4fZ$FPPFakJ}v*n zH+m%w?QZqBtf2Gr)}kP_x5`^9IP}~dk;0EgnkRXICcc z-Y-knwTtVozm=tC1s&O%lmw7g7ulWHDf(b%ol>bB>2o_i>ZCh+N&!_^A!}q>U>JRn zJpW@-Mvu%g2pPz<=|>vaP{k)RHMSEkFo#DJyv|AX8mdqdR&}}%193QU0xC|F z;jT`kZ-)qgRC>I&K2ACFZc7fTNq6<>?xQW!nashevmOA`)GN&uxqSK9o}9QOnuNJ; z3G3Qtt)=8KZ`*(Rk^9jhA?0hU6&*ox)i41&?~~h~r?1jM(|>RGKc9cApQsy}U2qp3 zHmjwf(QEs-{9v+UeJ;f~R~MEb(npqn*vJd`Pvt_W{@7gLGk?6yqj%WFu4v|?A-Boe z%eu>_?&n~oZ6cp$ZhLVTcHj=U!F^J?vvfi_c?o+(@kEk+HkX;1ac#LYP3fz^-NgJm z(=*D7C!Fty$FpA_L7j)skeVMnB+l6hLdm#GPRdS;Zi-K^bkpEhe%LXn*m+nH&(rmL ziH>-Ug=D09zw`{N7gML4u5f2iH|Z~8@H<`vTDT-=--471KJ+4L>aqKaK$lK$b*b?z zSL~fp*Va}{60J|qeg-_-(R=h#St}Dh?yd749OnsMPwI>%)|#>Q8k1F%`k>Rd^rc@C zdx!XH#)W2MvjM(y``;`3y2N5V=tb?qolD$_ z9{ZfFnlA-w&8dfSR>uRjThynne$e`;dSR6fgrbzV^tjxfsb=R>LzAmdUiH-{X!Bl(gEyW{hjKT~5-Kwb1NlFvl4o++m`q>Rp0mG8Wd$PesX zuFxDP@|wF)b~u`V*6UbzrWl%uUg{1lt?i<(1UG75rkD@@8S={L(JlBS^S)OYv44s|=f7k#|}m!=u-qC<0)9*c72Q#8nHcU;_b8m}wi ze%N6v#Dn!z7MeA`?ZHp`13rYOIeY%lnC|cxDJReoc60vfluz6X*uqL%TGo5+8=?#l zAZKV;Jt*mOEzlPI`vW|#rs$F(>jrvX`K1Z13qkdjO27?GZ$O5Xz%n+JQ`jWCprz~jeg{i! zrBI^8VclUV-?kU3bDy8-F-IW%k_*4O{!DYi^KFK)`XQPytg+8*WDOw3D_kJdGlbj^ zJNc{-HD!59=tkNT*LwsfLe%mxV;y+P#e?Ewr2N@MnQuwLW3@2T!DWCk{Tl%73re3I z6`qaH>43HH&!vPG#NDD&Twbmm{<0Hh2`r}U7dJ;`8+0RfwHO3He{rK?!PA z;tKxVZQA-%md?b)8B1ZMC z2I3aqyPnp{lcCAyS!I>%B_Ga(iVFitWEqGF|I^wc#E7PS42vgOW|pAZ!0Y8`-9c`1 z?fR-X@FKOxx)INS/g`;4mVXbr2gy;|hZiQR|d#)wP#w}+(H!dZA62Wg1%MyqM3*oEkLn_vH~yZR>2s4;|PeuZH0(AY!A`q!v-7cbpNEXMB! z{>AJ?Cq>Iqp;fb)+@%7gH-2EkrSr+&-naLpL)f?5(rW^;(|~Mw6p>ezmnesiLL!Q- zhXUx$E)y|R6+5@ccIkN2G*$yOcq@3ae>N=rP0Sa107;KE*AECYi_{;7_BFM2iRht6 z{{dR24r>pUAjUroiO|qT-5^tQmD*QLyY={R?X*O`C(MyN!h`7(v)e618{gdL4MiU1 zhbAeJ=C;m8de=3@u&7{JY&-OvUR&z8a70ux+Of3e=pj!`=@&@L;%_T-0V-n4P}@FK zbv3n(ewL7%{&KaId4mpe!)tTcXI03Qzt5z zhyV&2-_#FbQw|)zampWmmGsuo9%>i)59{_stxKZ5bfJmg@P-mFArnL47m|F+bXSf475e$xtBjU|!2QsRE2z&;NKF zF;B1*HosKSpMUFoWb9<&#zdLxwVa<>r&Q*(vor?y_a>VPBZkwuRkFB)UgotenIoH< zo6SB!<%hGBf{g}6t+*@?jT2Y1&eep6bKoDMmqk~}uNB5|MwZ(?(X6cUbX^_Go=Sj{ zsLM=&bAb*1T=S&@yR=g->)UqH=i;P~Y+a5*L}A53aa1c2JN8?*uW_3J;j zzvQz*%0mWDJ>#Ykb6oDn>0RP|P~|h0r1#fB@OspV9?dbSEZ?d_Xv?gS0e8{%y@Ksr zkOt5BkJ6-FpDxGy3bnWcmuqj1J*ZUvegCxcx8{;* zyaC6)_J?kQegisT-(b}Md-SNNhKTu5yN&U+pWsr@3IOcOPVHaS5JqOBNGyJL40OM` z*v;Y0`wZHWAy;N>pMQl3m%(gBsf~(<9zYzS=r%mzb<%V8=5@|3^V4v)Hh#G0c)NJ5 z?4pQUI1th|TMMoPpM-z@(MDYH&53%az3)5TQkdBE?h50D7UGk z>HLy%OoZ=Je*3(am92{n5(KU2#H>HTec}E^_KpO+E-~Qhrksk*G(o7z(p1y<#Cq8| z*+!!VGIHhoR--lZ@8y4_!sos!9A|HtJ=Y7zi|au=kf;}axm1`!pGamsf5gw%gk{W~ zPX#?roM)Y)@@92EHQU7)66^X_{m98!sD2n?J2B)vSAuwu;-Qrq@QX=KBVx@Ob z5O-?O+I1zoG+MfM)|Ut;Mt6-^M zm_CYl(#JlYr5^xt?ZfEvr}+?bZ)8*2IY!Vs;$3CeRxG=C47=}c{qU|SZ}=ER|6Fjd zp+(%rDmj_IAFbhxv}NO?29&cumN7UqxJc318g%qyTPS zwApH$Vf)VZB>Zs%TH%APp&N*(x)!)Sbg}Vo^4=_Ob+<#f^gWOa zlJ|MGaK-|JdH0Yc-d`L2ReqzQ&c`s=i)#!u_GtLA`n@}Xp=9 z_3^UfTCC^NqVONh_t9tAaCzx<%O0Xt%B0_i;+{s^uu^k3-la&U@|-_X3UvI&p()WN z60+$dcwzfFXervBF=!41yZmgIel zY4lLGG?_SN=_1YlTQkYanqe*cHCbFQTv_UU!la-> z*wCY~su8Zb>7b}~$c(3YFDrl=$CGozR^fW7PjbEy!ttM@-lJk6*2nDODOeTK;!f2v z#>G%d=;|7R-_);YHzY2}Tcui~kY%i-NhoKN->(b- zL79^FF&E0*Z(YYCLayX|0_gZi|E-U z8toygSds1!c`lfW-TX75WNT?3^X?$G2(3T%F6aBi030hFMa5n+SwU9UW~cc!asa&n zVs!jKKxNj;nmMsCCl^Kud9i|fLkU+GGjTT9N|J=x@`=By^6#3y_dsI+(%{m2v+4eX zH(lu=xgyVWpoTwUyI*1~5e6}V*^rSR?wCs?UB7$xOs4|I?H*t83zp&8S2z(hS`uX5jBJ7@wdt%T1&lUkiS=uuz3Ec8#s zgV%VwOSp%YC@oQ3RHTPAkCKF~_}xny@CL8BzQ;Q{cy3Rjm^pw)E>(UX?^D`0C-rKNtUQ!~mkYoGJMrXz=cJ3v{H)pHsPvN5&z)rr z-(Sj=+29Lcm{8bv zKzO`Dp{sf2^IC_vfWH#08}Ox9SOa^oj`Mo`(s<15()_2f(aS95H5i+3-m`}{Mwl{c zKTb#5d(BHN#Mx1eo2nz$b|xiGWG@_&CR+$!U2i&iwk1hGmtxq(C|^s(r*%4Pn3mfV&(>%-Htb%uL>6!3`aLe& z)7Nhg8wo92=r%ycZC|-Sj3Z|~Mb-NHl2h5aR_9~e2#X(6DN|P5O7AGShLQ*JX^XaI zl!E@G13s(-B}+5H`wH3OzI3Mr=bF?*g0ueuQ4#1viH00w?yDYi)vDr9!?}>Q@bTQ` zb<5#ykt<)mr<=^&644MEQgOO=I3goaw_QDJKomx*le;|}&-dQ-W9lxGfuown z2h4*El51wa7O4vslldm{{><9X9=`cdDPw%-4XdCq_uHQGs5NhRz`I8}T1K{-LllS< z_W8+j59h&J`pQ9ET;Fn*tJS{*#Fw}yD!!R%K(YCsUOJ2Qs~-WOq&KR%4-^h`-t~r` z|EhI&C4RKVyC&$#FIRPK-}Y(+*Vh}JfBw367%2)u+ZKQD9Uk*~apV1cO48kbYA0SB z8Ibn(D6`atybi2kh{bWiB`d2{bTnY>PX(zne_l9hn{A;ZUnU?}zvr&XStb4C_!{h` zso3UA7I^(tsPsbtaN;`cqbo_Sjl9S07m^SrOT5fwZm@r|=z{MzCuiX%o$ z3$Myx)IfOd&$FPp!OJ*vVqBl>Be*}2W$~WVN?6xJxg0*U#A9D!@KF%U zbBom%O?SQRNccT#F3AYS%r5v-x88?4png}F)G1f=o>@<8U<^^1v6_6klZ7Dh_j_Py zU?9}$3y(#3q>}iEoy%lu8e*2z;o?H2V%?kch#4S==rwTxZywn61{lH~6$2#u@xFiD zf5Sh&ty-)JNMdOAkG7(V|ilK1Da}KqKBiizgi%@j};5=3-a~4UMP{ zGciiE91M71zrcv>bML=@s@WEm=cxo>$3{=*PpE)>{8?!OcXgo{z~h`uhJ_*%5|H={W|1|me*0>j)Dx6 zCZ1x`d+IQl39HahgV6iyO7U|~7d(xQj-5oI%-4%d&%?D_t=BBX*2}xqME05AlFW}6 zuh*4$y8Q2jG*#6|(O8pzNH)_$z3)?C^M=1prOQb!&z$vO)M*k!I5Xev2%$!&x2>kOV&^CwS47(^H&l6D;cC3u8u~SgEL(nFnN;?mMd;3Q z+RC)rjK#t=b##k&X>skUt(oRT;>ktJg77HgdpWv8D|PXFYyPIZPvg<&mjn3f25)=) zpESK^L!=*~c%7soyOJ&VW-@;U*hn{(PP!FM0^ycn=8kb4q3S$WJ%h8QlS0;GlzmS` zL}%tNJ9eW!_?zvmstuhvhl)P?7hW5_!ykcc=dZ`9i)MUW`lWLDiE=;JU}1`cWt0DQ zICRNmy|IGTGR`bC(vORyfnXxUY<(K|pwONBTAEmZYt)r283e<}e@y7n(yHb;y`P{` znScf77VrE>v-)bu1? zJ>{B`Mn-ag4WZsjA%cNWP*jZYc0PSs+NCC#@%#7hyX4m&ec;0K!ZtCtpz!rt_yjO3 z>!L~u!6M@n!n!136nbtsY2s|vjCynJ=n8Fi`I?S|{TveSmaY}*URd#;1#!Cv8y}#h zsfl6s>sosa=&F>l=pp*juNV(q7~&_CR!JUH9w&Yu^Mo6C5+9Hh%nSzQE=FFFN!4Jn zEi#u&U&FX~*~E0A?@JeqzD=jh1Q#EBTri(L->s-NDW-OFpALQQ?R&;rrwh=2e;} zjrVw1fs%#4@jg567jU@eK^HOR3KFjGH8B8yTBch4;DJ=`5#lUV?1gh-Y5ebKu{%EG85#nA=h7LWC&c}Fd1ZsjtEB*K!kf%JP$mUa)8%9r#l_F} zdD(845nHzC#<_HrRk|Us?kAq`ztxO{HA{gyIZwu2mI?7I!w_QZQ`2v=$6WFa{b;Rp z6=~48;n*@GWz=>+?z=et3x48~TcX|vk-?W)i8fU(&u+D7r~7-$G^DVLzOB1EEkM2V8%+24(!E->gD6wtmh#z z(`Vk#f>e${z##;Hj`}wf&bD6iy9pTMXeq_VBITR}x_9nTs#??etkm-J<_0~{-n&0w z@p7eUeVB5PI62&`y)9k|KG7e)X0jx+gc0+IlkqzV^{>la-tKXUuPQfD01n|7Zd5|1LM;NKYQj{fBmI&!0i*`cUq`1S@wgI`39~$GY!Ysb>Nj&f{Nk$ zdKnAf_4CboC7r66ewD%919SNyY9N8~w&#@zN770RNt+Zfwg_1!)uf7l8Cbu+Zo$%K zYgE|^_rFnkhkvFQ+Ugqz&p1Q!ek)lfD_J%XL{I+`nwDjl7TIc;nlYheYGcURv`W7} zyO}`2n_-}wtBc}je6GtPY%SZxr=o0vrdXHQ_u3pp((4j`r?Lue=l*LJzekETP~m6jH2GJ?*;g;^7W_KU zN>g=lDm(W1>6L0stJP6-UFIyGopu46Ndh`y9e7%NkMfs*7pT!(_2G?!HBFq6ktf;T zZYW`eLp!B?Mo>ADzaqJfP&*UtIJ?qA&g!p}_UAE9ZjL`!KXGwd765Bap-u7X3NP&b zfp65&3w*I{O^qWrO#uAhtNI4;Q1~tiFWmCpPJ5kyx7YdPL8@HDu7zVuVp|KEI5Ef< zKwNFx0bC0!9?$t~R04IUd>+OH!`q`A6VrT!7}#{~gowq500V+{>=pQ)qSai6j=i&0 z=fx>OZfo=8K9#uUfaSqyvA%kb?^Ur@en;&1qZ3betlgm<{7fjTy;q+T$+ZYRu>sP^ z`ng<`i`#AaZD+r{Z;r76pHK`h3bgKg%mO+IJ$_Zh{s?aq+|`}>X^U!phf5T$Yi5O5 z8026D8J?a-5A&mim%Al=^mk0f<%l+CS!LsXEXzrP+e>^c5=9mC)BIV9@jjQof3Q>f z1h%kO`kc=`n_i#PyRRMP@XA*|ac|fsiuu=XOjea@7(e_H)#iGIcDURYSeWucIj%t* zXOWY6oC9u$Y39Ha34N(Rv-|4WV?&1wR{G8cEX zAYfRZhwjH1dwAPJUbcm5Na(97i7&TCaE|rd@pux&*_j@>4D#)+ zSAj@iagr)CYtWqv7CxZ{8ZDsIc=h=DFK`-?+M1t(cY0}kLatE{bFRJ+H9SL>*|#1g zB%P4ab;s)LuQ>x$>4Ol2X_9KDw*t*0fe12wrHfirw`DAUnP+)wl>IKUGSvh@lZu}Z zf#|VQLFR6~5O)fc3Sw+9-b9bbp};m@v7LYp^gi3szyv~7Mh?6{&(=`Ic+B=p9t% zAHMm5jdO;R3@>{=6m(3j?c;2_|2NQ0OVsXO(;_fBy1a7j{r;}J4I)h&_qb7bk2W<% z(ZUz&eNH85ir9}!)&FfP-#NaLsiNicZSybbD1BxXlJgIt?r^eYIf2r5Dy7)Cbx!yH zqwGE7lJ3Lz@2hELS!QYGDlN@ixkVh6t0iWd=Dy06dm!SrWmc}tl>>L~k$a$0X>P%R z0}x4ZqClwN#{28_`~P3}!~1tXs8>%b`EZ`cc^vNpOuMUnsnUh~xS~izHK7uBH{wwy zYjr=PKEGmFlN=xiEOY$$UOKxiWGDK zB@~W4P~RHn8!W(};LpuJ7`&?%HX~ncN~JNgN*+e@EUwlInv~0x)Hi_XO1U==Kvq$ojt2NdT?y8F^hnHUs zowuBqKI?hCOZpdUR6_1b02(5lg&j+9K94#82Xi3MWEsjP7^|oZ2*MHe|5@T#mK+oT1Lq5 z%Y3hh-b))Eg?UAo>Y}?WaMDMM+Go7V{iO9!ww9_d1#5Hu6iMXrQ(@xy)Yu#Y zdL+o>ld&ApgJ%N`cis<09-@`}DC%9@z(KA;f;Vx;Oq}Vdiy7lz%g{@5GX8^Km?T+>pq={gpMnbc?v#

ULM1OK9fFBq-m8=a@Kvu^@ErT!z*A6`Q%l z+5A(P&t@qJ%}+qH#r7uf=7Tnjgtr-5gCobV;T_~Kn=N}ju3m3n^R6VoE&Bn!eE(h| zz+;=L5Kgtx1yR?l@Y=6$NX2P!h293%C-u;I|Lzx>OU5nbp;cg_@s~6M=1=aGxb4$$ zr#zwjJzS3zrq1*phjNiagtf@w4kR@GP@ZcSOo*6Z7q#PcBU;|2!UeG?!v~mSN01%%}Bx{ycUY;^@N^9szfU8eUEaRo zgcR(tRJIRn+W$_j@JE{)M8PNXrG7|p&>r|$!P54K>17lD@2d^{T%$qDTio-170aPx z5-_9y&*UAs)w_Z51BaRcFYqIYpezT2|!e=v&d+ zkm2Y$WDkia8ycPeuM5uvX)VC@-ZJuZ?NiuF#m9)Qtmw z#aPd;;^o`=$q4&TOS<+?K7bcuxGMTnJJ4u*fq>JT91pIDk=Y*!V9qN8?YTXs{`%g%zC#~Pad?ha6i+^gPe=CU%0Svcu{TYodsb-i;~kzdxblq~?IW*ea{AXW!0GKe`iCD*-^x(W!3a^6^2~l%g(!tct>)3vl+aEj}~#tqtyJA&jh7^fI&eU*9t6w1YR~{Wtt{@w zA9ulq?nu})L8S*u!%P#F96ZO^jF>6Nc8D8pAwLhh^cnf_(mZP~&2xieae zeyhM0XX%OPT6(d~bfe)UJR_rdl0oQK?QBuQ@nHrz_(|jN#*+q45>CFRRHZ${mT2L( zfovAQEA^C)pHp1pb6}+b26*ocTel{Sxayh=i+we{bU z$=T+o^N(t$sOFj2IJ%?Yb*s}oUJlgUuX%u@mk+{_+e3D#u1}eUBZAArH$v26k%o1c zNyeBI61o4yAHg#2ic_?*TASat8sh`xM^;5mU}0lJpIs%!p}vTfKGkqQ@;LK<99!Nu zKasS`<7OHv+r5;tpbJkjqW!7UhmA(xFX6hj4LJs)`m8XJ+2$fph#nzh51bzUw5dGk zM~w2_wMz28Tzu1)utAvKet87$%I8JkYq9k<$|n^6ob3PdG?r1okqGW#FO;T!mH zeIJBkrlvigzLUz*fA%-XQ#Yet1~s>Oo`m?sqUqVb%)iw)6}9f<;C?$U>*I$3;3NO( zsB3vlt}zjv2zVJLMmGR2;(uZGgJkkwD?mn36MXO07QEqkfxir#SjF`~EgH}!CGdF?eMM|c|Ao1F>F#TCq z-O8x1K0~@bS#)UtCJMnsH=|d(7Hwm0JG~P?ecKby?e<&XOwJ-L>is?5NOo8e=3lz? zW^;QxXyQ;1@GUtPr%*LzouAU{HqOQzBbbR{iCk$uStt;(lRXT!)QUoO_J0wM)UvKDV=c8ky*&Yx9{)=cW8z-S1R65E zsAnrxt@Q^&8$1z0`)7dYq|o-4w|P2vi75R5{HJjSt5&!h3V0!Ki#IVf@-yzUjhT4Z zkJf~5@r?E+?uA5=)YdL9XJd9V`S9|CKsjb{!JWOkP4r>-TxN~HZB|^P{<^8 z_nY7>-P8FzyI_2q_={ih%-&Q1vpuY(lJE|hk%9@#oY4tqtGgp^@zQfmPu&A87(rvz1;DEX0ne^q|2 z2hyeA7KBvj0@HLgQ;eJ!)G8?3N}=PjaP1ml zwe7m2?3EggNE`QFjKR3e>csb0)rHoyaeJ%i&r3WG`{O^3UhUkDTL^|~nruvOUaCPqeO2`L$s20+2I9ris0_(M zx=l8~27rX20D$Wyp}<7YY~#JJTXxdCZ*!n9*r-;><{ zPv&gB_b+*m=(*u=Ri;PgzV>~$#DqU<49&}~)_;CgLvx-LNFN9}ojIp`RSRCetI`H7 z9G;Ht8QLgz`0BOr!6~$nUEcM~CuCI^^{w-jmYkc?x}&{-gRjE_@ijsa zwXJYYHpC8yG!AA*`v_o!xgwwEE&vjn_r%Su=$)%aZsg_Jd8i0T1>3LQXfs$4m>U4B zvek_Su8Yy5q@+vlTkP4R&x?=tfp)gIm}i#3Y`FiM-mA$bh!<%2VoufjPK)mzBf9da zSP=J>L*~EkTfL|#TZxyDus7vuO%CZ1=QA2QR8e`8(U);6#DFic#xRI8dy8u)qc^aS zv$(JQeQvo9f-Ii&GVV!oElZECMwIZT_L91E{_Aq?1r0hh2J7T(WNM*UJ53 zh|oWGeIYz{DsBBXH(ga(#u@q^0x1;et|V)k3&)Q3^*vm!J-wqVl<#90R@$}Wm;kK+ zJPI_GLyuECHvAOcHGkM0V>-_b;OWI#h<&-?S%(WC$vv6b1|a_`DE?+2XemCuo4kEb zq5{W(_3!EJ+-*zZG6D6nlbC1li?!M~ub}bD9xqO9EkUCXT6IKEgO*5v2j44KwYq3P zmsRJrJtJV9&JUiD7?rp@c+Ax`Ty5urLQWmSA%(IPfHoBD+>aL-``DIOAJ}Q4z@JAi zk@@8d-oM$`0;rxrVL;Yz_6SUHuAFjo%<2!&Xi@w3lVG#zoqnZ^6-Q0CP~FU#rvBq2 z!4_c|wpmewLa8F)KGb|4E-{1fWT$1L)r5Irxze0twl=jKj~{0NPwJ7#GbHXk3(t@Q z9s^X`>VQk23+iQCwZHG&Cof|ob;y23*qUW`h#u6hAsNA>sUhwzEA7~JmSedF=50kphHV49l|uqqly>S`R5L!<1U7G?O=I!si5vo$#5u14mdR? zV=n$r^xON?!CVz86_&nqLIyrRve5i`^EfIU_o7T7MK!5%MWA^;+U1sZi9}|e;{3!y z?86Qi@1JhgipPn0idpyw^8}4hH9-n}Nctvdj2!WCmJuM0>)|UhGg_c?OT-;pb$YEu z|Nk-#6#HKq2muKO;==AM8~sy@4}xiz7ITf1b8kgGu%D_f`mA>NTGa0F3C-5Rt)ARP zCA;m0s2kp;Yy7GBsO^|tSAqkQtFg#AroxH%U2E%+nN};NTZivh-~&?x!SRokSUmrd z0NA&}taLifxN3;kQ`KO88YqgKIHVpc>Ib09u)&`1xYCo=6#bA|bmM-B7a+4*2-m|MqS zhCDHW3_Z6e5scCMRD)sg?^*2_vO<#Qt@Qro%X|^*!SmRr9w1%`Wj7r;AaeIaK8kzH zZWz<2FVlErUnKl%np=Z{EV;$oY6yTWI(8C|Tr~h*-2}wB8{oqlxiMQ<`w#1(aKTL4 z;cv#dmIe1B!O+LD&Z~Fen@@!*k&ur4-DJXZyLjAtOMO1&<*7onV_UFsJ@hl<1UvK- z#Cxc;`AFn^oN-^7L?-%&7|ZzDH+==~G0#5NE7go{VZk#%6ustcVc zIp}gA-{F@mV|MyBvwIaNV6@8fegFCw`4>rB;6;^Qoz`)rr$>;%yGi0BwQ|=s@Ik#mG)+8j>+G%JOyBo`J_=3n0fj~dC+=Mc$I%-) z);p`U$C8XENAJQtU!bC#fjch&IPc!0eHLg^N}@kjsnO_9Prjbu+$wagXxRcn+s#*a z=&{uw8|RjUO09UB{sA25h|DV5zwZBT=How>C`NFi4E{YBc-e-81$l6g%l+DSkgE)a z&%K9CeH9i+yqE_EIN(*%4FMf{?T43kI9p?aRLj>yPETk^rOx`l2PZj)aVnL&r_|gQ z=h>>zN?A&us_FGw!25@D5cks_6E}JPd?25FDd$M(ZJ7IM5a0D2ck-$wPWN)u+~H3MX8Z+ij@N{Bl;RDMr?Fx2WD*mOWoEG zHPn>3N$_|8i+zjcaRDO(<2T#hj`4e_^%^_FzwEm;&2Rs`fbRNP`^)JA3C8}pwS3X_ zNK;5DqGU3qWhkj934_b6O*#l)b1VV}RQw@4?iH|eV9$>3E7p;d@!Mqrt6$vP?l^jM z{w`>2x4OCvFDX?F9Covx3#^DWg*aKqdvvudSr?4Sh4-zdG0MhvKR&CdIE+u`kHq>Y zT#r)_qS3$teLlo~zR#l);dI-kao)(PJMOV#k&m;ux_U zU8*w#D6C-Q`b`7VNX5|k*W^xyMfusnox)WRj9z{)84*Q|TE`$G&>u&GVsh@PgpF{0 zj<-<0u_YK0G#N)Ww#F%ZSvel+FEmI;U#&^om(J2Oc;w%IdzVIYBRE~tx%hUzbi+z+ zA2>6sL|i8IoX~$Sc|^Sp6XDwY*(51ZOab8f&-Rn6RHj$lJj#lI3(S>nKrUVUDyn%| zcFO0to}1l==JTQRcJ~8kf7^7y5#;rimHx{-u1BlGzx*i4yWM4?KYW69<`kfAC(7|} z<+luqC0bh~-X2jKWcO^;RCSTC*&}*fv5U@}H4_*>mB0hKBoaVfmxn5!6El>}<|+zV z@Oj``H24?Vd2Wq~&z=TzxNfTZ_LD@U`PW+?zysEyofEhDSPRqR^g_H+*y7RlXRQ4CABJw;wZ->!swleReq7-puuHZkPYg} z!4NZ$`9J7aDkkQ?_k*65N>Z0i-lNi->%Yw#HN^xQG$pa*dhay|UnM)@Gz$inC2q$REDWl;jOox5EN3r98_m%VW6x3d26q6A=A=55dQM|xb26FNJ(v2B`Yv-F^ zjZ?AwZ${!j0XD!PuD3wpP&>UU`(_v?nF1VBFMKcH*$`S9S(V|n6RQKFp8sCa!=1Qn zWBt|8;3^+H{@KzC^H`Us>nqE$!_sZsm?9sAxqwl4?dilLo|DJ!FT7X_$l@eq9JwJN zW%>mD*wpd9V}+y1^#QGpV}lGfK>b~h1lp!JWM@EFDK*Y_tGA z=@Gk@W`Le< zK5?{Le;OMcYVh%&u2RC)Oj69oRyn|XH{N=Ne$@G1Hm5DuqmVT6QAL*RV2d3ZsBX$W zS7>k}Wh-_>=)n|FRI|}ctX+!!7VVsdLkp(0S^ZO7f3Bx|9@nFVP9g^;*?ERlYIhfJroL1_awMqb?)tF;qF1+=dO}sCR6Tx(qhHK;=50PL1Xfz|5n> zok%UwdWu4u<#~=PIFmnk(8Q~iW5$0?R-^pV1kGO;1Ly=>TQKq#%{kPX1SbuL+*B}# zPJV6gLu*6_NX`}6nj9}_Z>+024M$g(p@!K{)zWPwo^56Jp7w18q3`YyMh7lb`{zN- zoLkna9`pJb#4PGehLZnBy65R&Od{cQeT9b-A8NGj-}?NZk7rPx8(cN$@9H7gqMN$p z&Z$M-PQ%}MZEHo@lirM3{TlX;%y9FLUcIp3JmiMBViw%jbIez709AAK@abz&z9pCs zt8eCjS6d7WssOUe$HNX7`ZEpdq37@_&=thgyZwzB7ti7M*&#kHOjElYwq{quc)KLa zc6#UP@(~T#qd5w2L$`FZ7r^<9x(`M6{^P6M`*MMRtx9E9W&(tuB36J#`wyGmt}=Q} zW(INYu$=Nhrbid5>H8;Uv45a=4gY2_=g-`JidT1tTWw7c`v*uXjPmUf>$`Q3;UeJV z-?dK1<1)%MHHRLIm=fNT3Pc<}B^crK`@=ObTYM?bs%C;%2#g&&aqX4A*q*j$u8l;s z@?tt{zSDdC4#lWG-RfmUV7L2IriEkZn)09<$G9D=4KpAi8I&RQwkEG&MW)X2DI3z$ zZW|h2+M2T$5tzB-k%B7L`ocKfnpu)w#(t({UVo5f$&W>5y(wNeP-J8PVnVfi>%k+! z3Hon6;sn;CL!+h5`VqdfAdNSy=7jsM?Nu5YptNPIC?+HlHBd#b^Q?wVo;H)ZKj_Fb2mz)-jz|}|p{ZJ3%Rtq6f#iwJB z&&YOZ#NHJ{)<#=k6_;Ir5O6qj{7C&FvGPl;xkLRHSSB!Ae@DL5?YlKB`Qye2Fe=Xe zt}BdE00Dt^V;AFO>ETrSSH=(@s{cvHR)b8y9dqMX#87Qe^a;XaRC(a1g+@XIQpBTA zveB{=y5g4nm?XSur%mdi?rEe=nKI^byb#@_LP4kws^p5J-pvns z4ZduwWq>b_0pMJPZJ)fHnVs^pqMmt~)gJ(;pMJAc<49^+mwSWkUi!unW2cx9r?4Pc zj!IyG_OCW~YU#jlA}E(j4zQ})WTo^uB3oMA%VRulm2YB13sIb@h#&?X1+q9s<`EjXu1xhYwywfD##mBNrj_k)tO?QU>0Pz z9M;}8h5zcjGy$!TTn+7g!1QsTa(`&k6N&6A435l5+={mOT^)A0UV2%)x1AhDYW?o1JB6rnt50I#G)x%RYr9lKuL&Zwl8GvOrTYC4}g?nRfg}m1w=9n z!Pnv=JDETq$cxJ1`hpg5x*y3mB++*;roFqc2KUs~nI$-DFPw#dr({_V{%#Kb5aFUJKiDf_{&x!WH)x?SSuDC9Orw6M<;b zXhN$Xd>$Os`;8STNxG612s}m%-hy)f&*Z4>FgN@C2>dS-wid^DrGm&8%DDj}r*Ix9 z)1^|{v)?iFu7@iVgrq}oru=c^Y_yVMMOvLAV^eKvRF0fhVRS=5nADC{{LhV^_WznC zff_bmln2#glM3X`R5HjYC_w!3zc$1zcJVKIDQ{`~tUYh_`t$#CC zfW*F)d)$>I-4HLpF4^02OyN+&_q2DB?<7}q-^3Y^-#z&l(y<39#?#xRefCE8z3j*K zLcSruC_RlAiX-!CCQQ^=SN*-tv-*Hm*Uvcfg;pdXdppXH9DY8vefnPl>mZO!p}5|A zJNIYkIxtQ=``Z`sw!aT>)bZQ4I3YY#(uWlBw2(;Hr7bJKuA(tTBE_w?AA82IQ8&-^ zQaAVs3|w`=vvUU;(f%H4e;j!A;fyKK>m1QtC0Dy3Ly$yCiUvw=hq7vhFC=jU#;y^uW=7OSW_)fb&Nu5dXs-5i$52u{74C1jAaRJ18GELN+vz9D%_2yUAC zFmK_}bCkJ+yki^mA85Zp*fSBqtgHVi7t*f^YF1WPtAW3?@vTo#YY^d0#~1q;k3Ze- zrQq`?`nMbK{3}unE#`yn;!WWrZ?X5&ajz^l7yutx7(ZS zc!!6gWAo4a`dwLu0zPp=zbunNHR^9sB%zisw{g#&rji9Ue27r%A@O{)J#kPTC^!L$ z9?222w)+OP4*bBfqL_`zQ8OB2f4A2v+vfl@3gIPEKYzAwCMlMMB?rQ$gKraJm|g05 zXZ*s$wXGApsz{|Wx!dV;y|D-fHV};I7CuRMrK0Td`d*~J*uWom z_BKdXz*BiZ7y?%2p!*(t@34eoz3Mpqs&B0f1C8daJ~>qFSljm4Oj>=Y zn>{~$82gXy+;PSvU~%gf>C@BIur=Ll#M(9Aitz2mmG$=lf_v||5WLLinOU<)+_CRpQg5GU^~bu zhrNxobofY<1nZ$W?*=?sZck>17;3b`nbk+Bk1Qi%{Y^rt znSHCd-FTZ3EQ5^KB(GaoEKEv;?J&Xr^Pjwg^KqewKrkH?!a83M6~`DlORZ~5w`mAB=D+5a->W6-k1H5ffHc;n5Kt51V^ z)=;vnZ?ds<^oJg^aW`yiLHYRQ>3pe~RA<_5qF(Fy?To1U!4?XaNpz;M!_a+;#7Zet zTORkx%h&0voo;(hy!r-sazLucA9POJrly{j}5jdw7yTSabm2^Ed6XSlfJpEA^kE<03K>$zP7u!lr zj?$gus^d=WZ_Y#egQwL&-F}Tbhu7`}#|D~NpsNR+dK|31HX2uxBLmRl<>*MhcL><{i+!q#nx#fmfvly}bHy zCR5J!D{go4uyxj{Z7_Aun?mNQ%@3o=IgEWltz3FDBWvl)SSQ)_6B7JLQ#F#LfXT@c zwTnGl6q5`7>k#@B6y#bJ9FESq#CPdX~>mNzs0=(M) z36&sTwF*FSE+Z~p&_uGFU*X}JcKwojEE&JM(^~){M;zEJ-m5~#h@zt~a%eB#PkXaH~k zX>zs!Ei9fKa27Z5^ZbNisQG3V+)K@7MT2FG;l#dGNX5BuB=NkM%x|k@bf&h1fLMrJ z&DjF?=aDOc)OHJ0_pZLHwi^lRIOOZJCb6A9FGa49#n76{G`K9lx`EcgCH=-)Kj|8U zUQWJG`j+tG$jtP4tk?fMAIuwJ%f`E`uKz+T;n%}T!LYSJ{P_~+0>4DOd@r*)ETI)s zUES|V6f$~QK+N4$t{9~~-FdKWt_YCFIi8?&I7Xf3QRL{IB7MpYWM1LQRD&`7|ZoOpWg@&RjIuR64_D z8=CbtEh+jQH)^~4V0w|N=(fhfeWG4-GBa4lLGT;2IWz9`+-b@B| z$(HutQb4l6DDh3HlxAAwr|3|fWu1t!(h(qQKTQ?9k(yg5_~)*z?B#-$US3k;F7|veeNNI)f6F=i7WfMhrc?X+`i8g#fC`wmRiQuz3*aPJx!D1O zozh75Bz>bD?3Ym#?Y}p*r^!JoaezIyN>)YuyU4`63Vx4S-Jfd6xU-8t>e>5|IqbqM z7>WDUnstcsH-syQngQBpZ<6BxtHJ*6f_5Z15jZ=U9I=VpG3FnT|I#DXmSy;+C>pbJ zqwY*~)r@=Qtri<%;}xD1FPr`c$oMWv$-qx2U^l+Pp?vFlDJS0W8lFG?L)9IDewmx2 zehNjJi9J8dJgWVl2;@Y%%l|E|&&7jrzvlbfo)*@#I8rckzBs_SUR2p}_@!`qJ}1xp zOLhH0WzVcfWW9NAT8iN5AjxuO0VHD6uIrPV8>~W2_*}yAknj@Cpvj*}DX^lz5SbRe z%dLJEU3gNR9k`+ph4J}O3{@gm^J`yI>b~NJG+FrvGE>#hKR$4)P}Uk$!=^Z-&Kr^z zkm#!UDIcyMwglH;*YK+uHVHi~J3BbD;9~Ks}8?>^xfXRyV2iQIbsz5tz!pFEl_MgnTe*Bhmd*WIct%I>~ zw}5;~F0xo9YukotI5|S{%ejA)JkoGa035~{h}i1C%K`-&Z2byxtWVNP!J!x$b0s5= zsWQvFD}U29(-DHAHFq+?Cxu#Tv}TAEFn&<6aoRt=lAmesOH?8+J*?Sqip7erpI{sdWPt9Ft7YS!dC z_C4|d|`GUtH7ejlmErMCi~;QaynT5 z3$bK`7w{}{4C_Thr{`Oq8Wn{*qYuY{2CD}c=6{7+wXPFS10lEE|Cu#@d+mGv2mExN zZctxXc7NY3x3FK`bo6eZS?9$Xc+i@Jt6e?IPc|(>mOZwk3CW?(k14*i#bxVQc`jXVgwoLX&`vjKG5+~cbF^EnC<>?;79ArtRDXCrf2VRwBk#lvQua*> zeF@yJx@?i>PHeF5sL+2v*`bA-Ls~KHL2$K3sgb@ru$bEjXLIa;N ziH0|qio;pJ8bSqDnmU%F0p`PY%;GJ59=*)uzPWRI{KyOStm}tYfF*HVhQ%2cWstgt zoU}S+!!cM2Xrv4FCQe5z{=z$_@GVf-?M3^h;S)|GEry@zgf3 zt1Do4^!RRDY2Y}ICIGX)4p8WRt2v!J@G^D5pK~xzA;1eb>csy#7)%Zr?&Wpt@W92>^7RzjsP$BWD(>iQG=lMM^A33TML$>4|$znwoTa|STo zU-H?Yaiq)vz>@PAs1d@&@~Nxn<=YIqCjgxP?? zXKmya_)~CUg}#V|-jb%x_~o%_gT6}N=J5yZxQX&PphtT8`JV<2ykZ-7iwn>S&{;^! zytwa%`X=)zEB!4pE9PUrwh<%+r# zqf#dQBCbVvO<@#O&7$C5n~<%S)547qL8XJfOU13J+IfY@YTpv+-2R?jLH>qCAIq+; zNw}odWXtE(03lA3x$u)M9q@&)0}PavE#E=i>?9p^JZ!cZwmGzVP(wkr`$(e5wz?Ne z8&Z1u3*ZW^&RrC+=cF?<_2^oAn;`-t|E>OM<&<@BM<|+(^efn;3Z~}5I>X2mw-QZa zfHND$;i1*Fp=_vHiLY@yL`o3#K#x8rS`yufi($ zCYETn?OL|+=iR5vY}dwB8~+yz|C+p&5nD)uh`WD9XZY$}zJ|2`*&rHydHM@w|Aj|Q z1kZxE?<6YnetSG&d(PMZ`(*$0~O~0TKr5@&H-)Z zjZ*ZrFm0LvuJKPwl&vVe>UJ#sd%x*0gKOtX)&&rDC>zJ;=0jGWbs1Q7-BLooSNkd}llb42rhJ1efel|qg*<*j? zQ9F$~kg;wglfrg98Zj-UL%)MHb?#T98geu8`k7k`=N2XJ5)+7CF$?)ylOe7)YC2{T z((4;pXQ0au5MvdUEl@b2XHR~L4L3jDTF7&nCPYydf=fqH z+&N@#iAkQYdXt~TyyL9IH`BQjl<^19Xk>2q!vtUuO`S$|PM{V5nVnU58wPZqX=)i! zZQpSDMbuEAz3)ber5aai60tjG*i@?(qn(VPYrJ#Ao@qx0!d0Gkgq4QA;!3-h!WAkb zK(G;_XZ#C`UERzSsKjTvSXFsoJLjRa##^w*@!*#PH3NemOTVHkI~owDR}5uazOh%9 zuBL<;Ei7$RFH2vkHJ2!_;~r1#Erdopdd$)cvYbSG>Jxe=-TNs}C~yk9RqWX#_!4u+ zNu;E;Pl@?V3%+}`iDKGZd2%(UOcQpuQkmp*Gj0X}RAPRsV)Z=UXjKRxIPw8=DuDx~ixcC``)Mx+;p2^*SA3hSb@!HWn#4f-syF z|6qfg@fzz&TuJ+~zoN>JIerx+qBrpnm}QQjTHD$@fw>n*^YA=mgpT1}RJ{b$;0wEb zDqs7&f>}#Y#<1YMozNeK0gUYnxIEU2>8@W7YYm;Wm+3wT=E*v4`!c}b_MF>TP|OGn z`c9&oh@4rAkI9?LHBIt@=&SE7hV-VEVOM!VA`@n6&*XVdz5@jwS0!BWI?cXF4*}RQ zn_QqO{BG^j#&ZvuSqWrd748`CDO}_**Y+A4zZ<&@Zv6-}j1_Mvf`^%hjxApyAG6Np z-5oQmb`xsWgHZ~dS|w5Wn!Ud3jny?6M3!oLz#KjGOaZJzp(e}0|M>FzW({7kYRwG8 z6rq^%40ZA|v>ko6LlC#c+r5I19$!|To(%&grRCnTP@Nr8!>c{jbo-dFKlnZ-CtGM= zB#x|i#?xB8NY-bmIq(*|yzO;ae`=*uNjcztZf)xa-Tf^na6Q=RLBT;-q;L7)j2A^> z!yfOlfHqk6?ryRRrA3sW%ctqQrpm7%;7OYqFFRYusvDT$Pf?w>8~1j~FzxGT>p6y* z^?0N$a3s}3?O1ssh*e&b`s?iNolpKP^ABW(tiE}Q3t)OS57hZ2f^WCFha@~A0GU>}|P1aQdQXwLGOAPB{Jd^6t10aZCo zJvW5-24-^=3vwHAs>~D0Y|O6r#uSiPyBf3x%tMH*tT@pxHta@%UOoYza$_2ZeCvi! z0d3~-T|lBSAQpLT+4GCW;WzPDERH6WD%QiiPFHCW<(;F8#%rtPn}B;d@rm-O%+Ob0 zA3$4=7qrh$ePgUH>kDx9PH#D1KBVu1i3uqbjPhwG-mjAdN`<`Lhk==$&=n^FY+a%s zh?j=fFDYjTk#piLWYw20gt++`)At^+DCl!s7Wv4wkr6(V_yESF+jOwOty1ZQXM6nF zVA6TaQiDb9)tysJJdkVhKRV&ALIsLOjr`YrNcO_8l%ap9`R)skDBm};_QrbdH|)G7 z{QfY=NYu;j^a&`B$ukHB-)1xoIN8HTP6++9dDmETmV8YpO<;&qlXB4c4r1DOEspJCBhHA!;A1o2n|e9};9nOdy^5N**DF@Y6|zt5W{4 zFSc>qx+??=5EDNKTKOxTmg4cFdo5aw@$7qm+43;;HnrkuxO{W^*6e01sczR;-&`b3 zYuN=|tRfe&qSoJU_Vhahx8b*Osa}ZS2JqGeZ`Net;0mF`0x7K@0DE*H_$!$3F*JJb zYA4!Sc%X%0+4U$t>su;=5WQoBbH#hcbI}t>OLaBzFbR5Q1~tdo++nb)IJvz7@IIYiA*y;0J&2w**!92=Vk|KIGL#vCa|QtjU{4xT8T1B9u45bJJ~eZ zQSuo}^Z0_cETPheILK6Qn;z}HaJkBTY*X)irrkqk0S(*j`x}^0EDIUb190KMO?SDv zr`=u$uoJ-I>gM4-{#(^@=T}k_w20E$k4lO$7~OzGYI11WO+r!h?SJP{fm}u*9-doI zU^`}CUE5KjiD#e4c51d3w1}Z%sxI57kn5F6Svs9yfo!;XJR#ztykqzieO+9m826lS zfqkl(n;qqC+Y1@zPVfwUFHF1p4%5dcvgBab_cVvdy%Y9@{SYIuQqXRu+*^PHt`;4OrP6QV+knT@Z#%2kH#v)Sj{11c z+h@S$8XSq3TWwVsF*tAix>{p+2!X6YV1eEH-wohm^0QzT3Jm{wJm&+`cs+hRS^%}p zuNF+|7$x~BynY;(Kow+N9`x@6zDrwaE3GDBnDyYX6y<#rQXE_%JQ^+Jq!qFdHx%|6 zsJG}V>wjcG-8y}9Jfm%-+99l{%(L*;20%&uJ+%f!J>6wV9^B_-!oX*LdvzV`c);Ye z%&^joz%gY;r7{$0Jz!N*54~wQGt`i9y9sWs=mnrF9o!fomWM4SweV`BZ|ESd8Rv5D zb-zExPm)kFKHm(kf0z*ZlzP&Jd`sCmBc`jShS5U|F<861ySTa!kn6z1y!&p2{cOxp z&l5VTCy4(n%|+ae;dD}pgC1`@e@}Hn=T2kK-qeO)>WLIIxMO@21S zb5+^zj>ayj{p49f>W$pQ3Z}+rbdj2`v=!FEzN9hpV0rIP_FVX=k~9f?tYsRXl5g@f zGWr1-D&ECLn$IE45iqgjMJSoB8%tQK`e5HqITIUHR9>D?^(+vS6Fgg1`1tFibc5?d zOSdJ;-e7#DpG|55!oK~xK*y`Ll5Hrge_cQlSGf9%0tf^2KL2ooWK_R%ck7h4y?Dw-t%&TJIKtq;#PVIRQ^KifURRT~kV-#B!qg2xq-&FmTCAl*QfNFUf zhMb=rZ}@AoeC3Zg-=>wy&}UqSyVRIA%zVP4;;gIiXj2DVaO00^<4cXz#q~F_Fb@G% zXhAX0&kE_1-u5zbeD<5(rHc8Sd1%-MqXy(x6!xW52rT*GB zMz^!(@-e{Z#`LM@n``MkZC;2wnmJ{E`{oviARCJy&v14zZz$eKN09q`<}#@{+gG4! zO>I2cQ_G=JeFnP_uC7%*t7=W+;g@6Oy=&24&ek^Zb3~$Z)(kzhZH(@S)){k7RE!Pq z>zXNXzlw@cI;eF71c5D&`p@roff8T8SLqqBu!w$JU!IQHTHsTyg=<SJ*S|4@~!im1~?rGUiTt)Hv)$qV{rF<{rXc5z_95D598<`~1+J1a+Y z=O4akQ>@t0jPF63kmy@2wh5)Y?B?u8rYMzZKc~$y%Ntl#)0L}LkUn^}#j^bU#*)Yh(4(v~9@)`^$7j9S z5%sZ_Z-;PEFX?AsCnqxG+Ybv5nt=)IvsVt9C9rfaj}6yXp0W7F0%X?m3+Ck_C|yRW=D)m zb=#f4NKLR7+pIrcK<=b7$HwQmrVS*k71W})b{A5>uIrCfh%8hC{ao&kq|a(ly;LPA zyJiqo^;Ct1%t`Ba1;uR&fVZ69A6E*in9~|np>7>xHWlx93SLC*0nY3H%uX^F6b=Tb z9p2q!SVcYe2*zER^2pGhmQnR~c>&EbB|Py+SRuFz)FmzShdb<#Sk=GI)D;qmv-N^uJ7l=>OOGM-=$ux?cQp z;ve&7McgIHk#psg<1jX-(V4;|r?63!Lr&#yzb|wAINX@XFE8x^oVWhyb7Io1&HW-djyYjSD`YPdfv5+Bfmasxct)qHgW_p+!Ee zR0!+hrg?m4FC3fAZV$H^M9bCjg%V(}#iW&wE&I1?K_CMfQKTc-*IThq37_HDROFrI zoS-dPWz`z33uoQg55MWU+Xn~@8TI7f;>k$$oz&{#L)BqI8a76&JGcM4@E4kl=c6Ie z)|HfIp`GIni@I|zUlwxwTMnf|VxGXVYkKJuH%ltvhOkXxY?b|Qg!k>u<;6H1x$Qjv zoYe@op2N|Yw+kSfuB%q>vlcR|K^}~-4>OjIkm0LD+K0{cSnfi$7n^R) znKl`k8Aq0&!4@|8dYNRTZrxIl>`o5*osx(IY^{3s*01pSW}#>y_sh}Ep82pJdM=d8 zL&KvB9~o`ygYijo4%Hps=}eQKv=*7*u+fjoT>a|E)E0-5R%xchZ1vUng=a&a(+K~; zxFNKm0qeRiarS(zGu75h?Zm5E2J+?<>qPIUyr;TT_43n@z*W+n*@~`y4@seZq88Yy zi|kV{nkg8hTWmv|AWcCUJmt&|?2imb1}C%Hk~fc=p$lr2!xC5^^P~D}WqZ4B*RY@_ z+Bun#IZGuVmEuK}VV&dV1Fo>ZYq zT0(@|V{4SCLwcx;3@ctl0ugd?ig^HiJZLNY>{eNM4!_e z{kWB2om={2hMVRW5RgQ?7;j#16l3f(*I`7O`Qa}2!Uv|76UBbFjDiZ=Yt&@X!_EBMW5^NOEO z^m@W51~FFMXBr6mN|q4mrBg-!R`+FDkdyM;=GrTFdi+-obevR9Ity&uMBigXCK!n} z%AUOYV{$0xx#6f9Q^{2KQ9@k;MJBT+73#2zZp7AWtPKfg>8y%yF4v96{a8I<9-=~H z?pMQqC4QuveIRZrw6_VwUvBOw%J~`TcG1*^njX8j6?IOfu9QBvn@pNgb(ORAju4J3 z0m0+WtKAFv;NrSEJ6J94$J~#V?2s*1`w)5LCH>v9Uwu4AGV5W*ch~B{Ozuzd1_X)6 z5`8U@?&WaJ%R-^{w7tM{bk45gpJ=*$s$trLnbn?chrHgHn! zYI5fF2J?l1E%LN|TsakX)X9a#Jd-tG`XPt=Q;y_)+iA{wEjcpi;gDnoj^5#SgjRQ= z>9o_nU9OeX+3>Y#C8t#2WaOgp^E^#R2~?&msk_FP750hHuF(TP48G4BK(Sc{lP-m1 z?|)4_L`y3b1U^EJu|2kRvvCt4y$VzN-IRNtu6;i?RdUz)Hv9?6aKr!-Vhvf@MK}?! ziiFpV6F+f(auIU1oq9BK^UC-?tUWy`h;RF`qZhlp{4$ieKi6kl3_1lfFJEcAHn;=} z`h~u90!>}vUPYC9%cS{zX#6_8IKF=W4>l >$GlMwU5VtQavHgFU_2+6J?I>ci3 zsbH?*Z0oRgFYM#6`h*x_M@7#wY+kDI5B3)9nOS%~Y}|!`7#WifP+xhgG1?d9lEc%wC6*_2km!0{ zuCkEWG3*8Yrr(bXoBR4@`)MWJc>1Ye>E+F;EnBHv3u9ON#r~@%zDT5U^1L$)*vrJ5 zQz9Bb((nB)-(V%hU&?)Q9Vtb?8tn|JUK4`}w8N`(4s12u8Lp%!HK=hzCa7wx{PMOt zkz^pYPKB#}Q1<;zqxJqY5#=Y_H`o{bG2FhVXM$OFPa4|aBb>(XSASomVonBSUNBYh zFMnsp90iJV)Bk~bUSDm zU4w4=7=go}qR2;d(ll~e0?x=iZ|tyh7r);lC3PD)JaScopVhK0z|r5=;Aa|rL5LqU zFT!HFMt4b#mk*}95Ml=Q{;otKqDR|14QnTd-t__n>u>$Zu)CaG$L7<&NGsPIgWq|4 ziI7gpa<{HJa3p^m3*87yxkC*u663QZLF!)0;+kVKDY;<7EInC7e`wTORxn`6wS_nD z$=Re=y${3h?xpYSo;N~t|HCKo9F6}(w8G!;Vkm{KICO@MSW_H|UFb;-W|bCCXcqVS z^4wn<>Z2I`4j-~^7Pf7ux+_}0_5HYNzxkZA^#$#*#+7Sj&sR+ov{*d7Z(JvFpd^Z8 z;9Pq?x_vi$<|j@4hpU45(ep%`-^~lp{m#X&T?4xe0R-!N@~dPZ-ZJ(U5aFrOFD{73)gP7xWKr znhiK>=*Q{1%YZNUcy#zQqEm^#`8R5CgaHyIe>LK7zn2!g^Bf#>Cw{m~X!e~~JozxR zicg%NccN@}bA7NKSg_xyGb_$__A2{w&I(t_LDzw9aVyP;JL-+u*2fHwd0;oV~>X9cPh4&R?pC;^k90 zT$i~s#s^VBZ}yy8v3@Erq1vS+!jPD}PyP8%_W^`(s&6)oKZ&pDF=o$1U11S@I=$^` zvVbvc|5faU@`5!GHx_g5PM&denQ-{(Ewrc*6gK>8;1<|7m4V-QEHrc%h3$SA_eE6{ zzyI}>;g^2bvn(UU{l@OCI&xCfOv8fTp>9Oa(|YROBc0Wn&Lv8^R(T<2$84L|Lpe-4 zNpyY7sR=FAdoR8yU}MLBB>@|@@H9`Up^M5cCa&qN!?nRD+!SRj+4heh?Oa4k zMRy=oKcS7M1#2ew=Q=H$RAZ{@Og8J7w8j}iHo{ZUe=9EH8-}}5-Tm0e03z0`FVw|; zt;^S_!4&&^7J41``|zDbE21t@Vo}?u83-BDYd3nsU?&E~c1ujcyj~~~+df5q*MDK^ zI)6pl$d3zHe%XO>7SgFM%qa=nEmM@!7gKA3Lk%z>ZXyBh0idX=O~1@7P6g|>^@D<} zyA!vfl||Vef5HL9#Y{}M|2Jq)>@jNketiF#Ev8Ysi~FA)w>ResMk&OzD6b_U7>UVlts+}&Bd zkX+7~RTuko#R2g>6AzYHi>(`}Oi9wl`ND1$Eh|fuzHa~qReE_OG$e5}ZTgC)yL@I+ z`(RTk6E4hOAf{?(S}5kI@isLobBkJAIG$Ym$Kji?ng%8I^@f46r{a#a+y8HA++8~T z=V|n4UWz8dON~;O49G@4Odj8(Ro>mBQRJ56OX*AOFS&_!xZwNJK+-e=Dr|b!oU8 z^$gS8+_RyEHq=SKlxap#w3Lge_-hoRKA|HiYUA+1Do68__qR(^0`(vAr<`pnMQCRN zepYotld6z&kmdB$qNh`k7*|34mPJSUBcWx9C5!UNIAVHhy5^M^(h{Zuk4Jt!g`@WW z0y~ldfy-d#xGvdiA@_n;DDr|m?TiUXN8Ykoy;c?`T78o2QEnwP{UxBgt`SK&^rxrp zW|0r-?&~1E=ugRvlsz!1n7ImEL#d`?^^p=~%){=Wh07wBX3t#K#r-&5q^Y<6q$F-s zME3x2h#%+uodyWw0IQp!R7v@wdxTK>#PfdW8&i4;Xp)6zkz^N(dyTWreX%5(z~52{ zWT->U18O2Mbi|4hI*km<-|+G~p{zUeZ~Z6HRINfW&$YBTO+?oW+eiU_aA|a?chr2J`sezV7q?=C-{~E{ zClyovjoicn8(Un_@-FCDRu1+2u8>UEBU%fmMc!i7eSk|rRPd89b<0ayA$9-f>eG%j zDGF9g1UC&rpalK_q!4Kl9Ic@_VThIv+&V|;q+A=Rn@FmHB8@9|$)CTgfUdVIt;nmb zNXN?eC5jLFJ>*Hjp_! zl-VSo=Iy844WD2{nfkR0i)s=ydjMoMG;^jmCvY|jzboD)87=fvOm>&t<^RvyMA<@m zqT2*=t?B>L&HABr@uh=tm#;{}ErNb%6v5Xv9F)leqxDpZyQ0lLExTuG9@)KI#(#D4 z(H_#Jxg)qdQe0v6WL%*^i@JH4DV?3VJNfllDB7E-B{JXVM;#NZ!$unT<>eo8g{@|y9VoJ?K z>4&ovjv*Ku|zw-PRh{VaS|H>-b24Liq;SB zXq{QpH;^<|7rbz~clzP<8Ba1 zV5zR*U+Ml~y|>@cW&^P=t+ESlU#`m;2mS23v=Pua1*(GnczSvQM@;ma^mN|{@yxj8 zwYyI}g|ltXQvV!vD5{>EnQr;fCa%a8dg|AfqySX&o~>n2t@6ZPy;6%`Eft_TL_~*H zI6Bnw%O4YH%&*#1T5Knw>G?df*!dP|@JpJ}t!&C4+Ph%Q5c?f3Bm17`A8z=)R~48W z%V5SP8yhX_q=HgTKE11c2Fj4+=d0I|CvC<;G4>x;BcNe4GtZ;hgDpsMliavR%_uSd zmHg&u4CO<00i}%UtC|Us>aMI0&R%LQ&H4~r8l*sY za6DHEA zj*kzfj)V=9Yd0VvY8dp{&4P9tbkSB)Lp$w@oQPlcMNO>biNf(YS_{dAKYWzGMIWLo zprl_=U~eHE)FM53mMM+xum&lYFxbikzo-;{r};$g{S;;FhdXU)Jv7(Sz%J<)_-Hbr z|AUIFnj5WX>#5kMfpGuMb^miScwOPRo15!7>H)fY1^8a#fAiUAAfCpy< zRl4}_lN+qbG~T3{lvb-CdP*06))=$!=*InRBmW#_Gtcpvt_sX#h3ePRLhJ-sTaC?` zidzBGA{?JrNt|N9qAds&Owv%|tdBU6mXWk4^mb+hYH?&$` zlX0UFOpR=z-K5mK6T4UBd(>LW<`Gc;yeqE;euI6H2P!N{?;#h>PUo<;Pal3 zzxz0DTq@dHf=?uIA8+76)xkF+|A;*_13_fk-?+PAP_AYZGXG-;QHp z^gC(eBRjQ|6U)z2Imrv5m+cEZc5}K>J75n~aUo=r1N_nb|JC;f<4Y$O`rR@0=+JLG zkis0l*$J%y`b9Ox+4P8+w>iNKl?S0}R+4F{GkU-1cMzwJ{9m%UX@bDzs8oL|juQem|3=_>8d*22=vl57 zb+Na5TkhUlUWFg;G$TGHy$hTbk2w7<`)>IqbE@{2oa%%7l@z2y=0xl=LiuE+GvAHi^&3bez>qeZ8e-+ewO~4P7 zRHO+vYI9mp4-+8Dy&?GWIfLh`;w#59IsoOO8G~HS(M@-?I1@jc{^xK$d^IJ<+2V9v zgT@&of9nbKd$pI9*^hhp(hgTY^Ds;ipTU67?$7%lYEcner1Xu_wmf6llaCxNk1H=& zTI_VS<6OQ5(AkEf-#mLtIJjD4_V3`@*W2B=BjJ#;f0#EVDL5MuM@Ks!>qL)#(T=WM zQ#lLd8VLJqwb4_7y)?`bc}Kmfy7yWr%M4uh03EHu=<3d&B@NFw52C-Ds}L;|IAeWg z%+Fb2LFi#%cF=~7mHa3^McFOy9y9l9@|Q-+y;I5|Xpm79_JKno%F6Hp_by*_W4Y zhU8`mt_17w2!xI0oF?}B2EV$z2?)c_>DwF3LKYbL{cSl)rWzka@#w<>n^5Upz76HgL896FV5J?(UNRu1i59E zu=oLLU8q=_i4B`JSm+mh7)Dz+t4+7AB)|`oiYwM0M0a_9rpE;uvS!=(wK!h`kmFtI z#`WDC>i~#zSbbaXrnN)$)s?=x9>>bEgj595j(c&bZgkTo3}T_ysAr`0e<_`-j-f~T zZ%-OMb?ek<$NUqml(}^b0LmiCND{H4*G+3PH8#wY?d?VYNB$T zH4Tm=kM*Hx{P}nEjm_POX>pUB4?mrtZOl@HLLZXrU@rBC?_1;Ogwo1o?jaYJ}EQJ8hJ)f=om7jokZT5H; zqY8?X2_aM0znuNtK|Fd72<|6zMMpx<7bn>}f1|YLME9i1Ju}nFrLg&*D} zi}uu=5dq>@e(6HG^Mep|!ClX4^Cv`!OOV5x*Z+z_k4e&jhMjS>Q6cv`2A*@aw*?{S z;N5PYl79J?lZA?b>1K|pdvvrNzoBAy{fdX&(Icv(=L-DtAWw+Fis;p>TLfN3o3V86 zgonlj^ly(pS5#KIVsN!iY;z-g0*anp~R9VND z$)}fUL_(B&IG2AHgc+=w$a$3a$1ExO&H`?B>~>yk*uv#ZJ?Trh!mTtP141J7^MIPA zvNT_VkuQN@vO_wsa$EOfMfm-tSl+4TM9HIh#;-#frqKyWM$tp4oRlO|oWbPYplwk< z0AAD6!nmqbZK*vWZ7oa1jtI0zw+0!9%D7;Zz%A#Ib`Grd*_9V%Pvqst6n3E^F~47T zyDB=M+eP}b(bqk=>$KT7Q}hW}wb<8%!Xpyn9~H!ymO$s|?4 zzBZry*aaQG;X6J=BC#NwxWZVXw{h!)aESNKEBuA;W8F5MAKE+drD&=1>9g+%YO$=CZ7|Ee zr~WxbloFC>hoOV4x=}ko}JY_nea8o(IIu3-qBcLWX$Ak zuZ5zDRALERngzH)Xm6R>rgr6E+?KD;Ano^2B&*%Tp+?b-+`%h+Np>H~bZQHCmW<$lQKS6x-cQU^RV%5qy8d8fbRSTWOc7jdX z{2Fk^csx3_Rtzb(O%`}Es8uLp{CtsQ`gv|`dvRsGN4LR=v*|pu z+)nS1J-XMM;DUpK^e6rE@b0SvhZBqLP#z7X8-R^X8T$J8ONKEjFRI5I?)+{>;6Q5| zl!&C*A!yf-xCaGiR2GkM7)+b}&a8t+(TTe&3T zBh?q}ai;nSdTZT#%8gnbb1?c7X1mn3(3JjYSZ}zT{%&&KYUOj6apvOq$t2EcXyrUw z3o0qsam82?MpkeDUG2i}! z@SVTG!W;Pz#BtggpPIoHEl!UW<8G#5$T#d`o`IU@zt9x+(Sd6m2@IE;Xtt1L5M!U; zv;#t=kKcFp;w41W-vQwp!4x)kF&u)Yodi#cnMtF`Bp%SJ(-1>2&m z15Y|Qg5?4(Ruzv^iN*;!t=Mr3rh2g$)&m=Vt*dS0)1pGWWI?C`ye~|NV?eF~;f^5m zPTV5?;QunDK?=P6eUu~A=M6kfM{qAb{1x>bUd5zfmT8~w^R6C(wVoz_Q1`m)#3S}$ z=B~r6>XpnC0VeGI{dvpRPbS`X=p3zGW@FU0&oYv@uLkZnYvui@J-ZLYHzg%Lk5503 zFaWpQT}Z|*cmtrwcP9=&KR^DCvrEm`S+U!>78k*JelChtKv*>y&Ur>@)CZiYCpbsq zD+Q){-`m@oO?`l$8Yv`rg`uhjF4MQv=~;P?wtrQO{Hj{_z|*Z>&kEmi&1;15$9;~_ z%|4UR`jsWb73pK~%Gd{D?5`c!2OGU8*}j1x>Kca1Q6IC5)3f;Kf|@r(ZTDR)RFwR9Olh^OPhk#QH&I z8_Rh^7_SGJA<`v{lVHm6<#`@cC*AX5-eym?LDRY(_evUcPf>73orj0}+|7{etjWGI zcWJ+YyV4!v#?oB?F0$wYq9r6Ly)COCs5tNR)1ao}1$?ne_dzp)tjNfo{4D zHc#nWNm&Vmja(?{RtT~ylu=Wim2no1epCt38g)NAa(PUn_4733Nuj-7z?Wh>KNH!{ z_K_>O)>jet7p&y$Sg=kmTU+TI2Q=40A+@PoiS!5VJJK-O( z$(ubYb;kwU-Ps$?V8ayhIu4rMML4P1W&di@n*>r42 zJHf^wxo(;F3zlr1tWe0z zOEB;5|0$X=bZ9rJ%Hh;To#>bn*R7d~xn!|irh5Z=W#fkANu`na+$kF+IZ1wrLDTwd z16`pj7a#9lYUI_4uv9nJoiVOx;bAb#_5PDMX&c9rVNN?e!1=~sKa)D$9j3eU^c?rn zD6+L{$}7tA9WJRDhqF=QFoXKQ+jO{xT0Fkfut zbLV3@!HbKH-p%&%6>fgkngB-H!~n+^CT_%&D43t&S8sD>gtl(vW}H#ri;9qizKhwc z>i;Lh`i#~|4`YkQs;+EwREblHODHntZY_>X69a8TVK|!r5sn>GnK+fcQKD|z3xE4( zJfk!#06BU+6>EBzd;P*kVQMf!4i+WGYI`O!y4X(rVKn)X%Y3u@ZP!GVFJ_OI2X z2s{g(()(uL_xC-lo1W#nNVXP`k(MbQG*ZZq8XpF)k~Q3bGY2n^PP=Y|yh`>=w3N2O zl2DHAC+6^=vBXz!FY9E~4E2z=p&sg5vx5>Uw!_AcZ8-S4KfayyQLDPK#clOLd`h6h zj|k|jmPbb0YIk`588M)XHFyexqcCT%WpT<=o}}wQzh?tlPx4@2%EViX!4iz33tGbu z+JJ598x**(gi#>7HRxdQ(K(@)46IPTU!1;p1LYb#b>BDt$p~<(KL*@*0(X6M%t!Q_tq+E;ky`lzQWG_`0j^CR9M*(Rl?L;h?!9|-dzk26xPoW_dCKTO+%+1{ z!L6u(dj(8PY{cku5&T!4C$L-|Z?zzqT~6@ty~Klkax}TO;?f|JnqL|ta;hji>%?oZ zFf|vGgA}C6=8J)(B8VFotKYOvWR>L)W;2#XBRs>JG~}iHY67;6sxo3bs*6brHst!;A0maJd5UQfj3QJ`D*>`N2+qSu`Y$`JPjo_ zU2+sRz7855UkZl+vHvN5V^3Y*uAKGT4;OW3C)k+OX`IdWRlBC6aYL@Nzy{d$mviu{ z8Z9p;UszX{PG{(^R1RSyhN3qrfRA(xR40o}pXq*0#gCz9PfBRa5r+ZHLY*3w#L_?= z{igX~w_}6KY1*-|%7u+0OOBw0LMfgt%LDh5O2wG4@xkPsHh3$twIV11v+=mZ^JyA` z$KvWL*jZ$2&O>b7tPB>!Styz+W1+D8)kG9}-fAgs#k;Sjrl-<+Fn*w&lWqKABhGq> zTGSSQ9NL=^7{MX5o36QE#6^=jVlNp;FEu!ld134n_TQ4B;vy&X^(7rhmcp~?*q8rh zFB~i1(Ni%a<)O!cLr8h|Alu9bcIkwc^$Wc@STo18;s+1(oZRfFL#fq#3o;7k_#8)) zk(w)O`mN@cCb4IfZtAr`pMK;K9Vz((=IddhPAK*Jv03b|eO^4D@x_#D(2{5%Ij# zy6RClxe_BZPP~;Nsncc-zj6P-&FCx67-gd)KpHq5TBS@m?DB66uzfA-YmA=$1LZoy zf4K6w;Fnz&UW7BStGzGZ+}!+I4f2SRi^Kz$l$8G9;~mzp*#)WKYcRYmcl5%~175+J zUFSOe?Cj&du!`@4GP%?%&Ox9OQH8f0FCZG1}TN4HN}lQubHt zb1g?@dDWQeuq#@baOs4YMXJhB4my7FD9?R9>_k$Qb$T(dVpe0u*6Xq+k%yUj8To*H|g z{5E5*R!Yf(5RXMPwqyYNr9XeD^B|;P^WK&+;-I17u%qL6d0YeImDyGT#NFuc=j5zZ z)-8*l-lzD|_HWjtygHv4zVHh*Q1Jw&V_{9hhP>UX-lUb6dX^joGxbaCU;nR$3t(w$ za-|87IB&2oOBE$zBVov#jzrl>eU%mctJb-Gr9JJ`u z=Q!q^G$&R3SOI^R8d2=MTYE>CzsL1-ut{yJ2Na#GN!o0TVxy*Je)ZHXf8Na-KO6=> zwX#gaykf3L8k@gy*M2EFhdw+xV>R_P)tc5Fe?trk<#}ORK^D8Tc{j9qV0lk!K?-9xgB8>=} zH#G~P8%d%)Ct3piD0f+B$Nv}GS^}xm{`q3By0ou_HA=g8 zB)@ghEo6EB*VU8sc8BeOz;^e0xU{?MZ^)NVE^;O#ul9LaK(iRN?s6)9ij*Y*&Gw1t zcvD5gd_=FPYjMXLO6AqQevBGKbljIgqxlb|4$#{}e+&SbU%oI3B;jF+sxtaG30oy4 zD>vgqiU(YJI%tp3Jkwb2^Dv7z!?TLixSKH_O@^V1Q^c0%x!jo(7u2^i_bFI?`eami z*B{upaww5#o!1`{VnY#YaueMeLh%N70N z+7Dm)kepq7OIq>ip{R+d#m2RDPuXW(htBm}<3|ucu+S24nh5J>Ij|qfCtR z6hF9>|MNcL)d*^K`R9Q%3pLv!D_Rwe9bm)k0aEef6MK*J1i0BbnyZ@U9L2_l00M`} zGw{s@w289P)z?>c`-MTerl;@Y1w~j-aYV9D4ATS-XjkXsFNb^2K{Hb5UM|pmX;T6} z1*XS~jgXEv*^n=46qP=+-@?v$n?Z7^8EXS-NffpfMWX1n-fTI14Qp_0UL1 zEa7p3)UUq#@9k^@Gnw|rz~e-o&Rc}(y$2i>B(oI54${5DQ9!L<|6Ld1yBEy4U<5rr z{<$VI)htC?TWa5_i=m2@c?x)Ee031maIU`J%xpC_`1TtHlq&Phj_DUe=Zp&5Ja7Es zv@dj9{iDwro!O60e181ss|-_vj0s5Ux?2A;pBSY2K4}S@jPxPLw8c~Z`jmdf7PBr3 z|EbkKn4s<0pQC)I$Bw$%tg1~OYF_LdMSE^}N4CFSwK@3c%5nFg@p8*;NR`5HlRU-O zKEbblw44Sf7AkTT5+Moam%J+$OILj(HF|9$;o!j6!t2g^x_Kxa7KTC=n}dB`B!K#7 zX18niE*~j`sd{oeIkxp8(`xfq_tb^4ousG$by3!=L10m0-{Oo4)C?Ov0%Vro;v(>f zP1hxtq@>J)s)#VTZ6pGrI2K_I*&9v6e@rt-n|kY1Qhz2q7=fTz3N7^mOkrov(cR7k z`$u*esZXFKOe&e8E!7*i$`RHWIjw$I`KHF_{<#7W~Dg#(sdSe~{6DvszQWe&X zC1AadCEZH%`6Ev%S4R2Vt;AS8%%)3T&})XfaI4Z4Di5eMcEI)e5SylC=gApK9RK6g zZcS!|2^k>DRV%KJ5pSmp{`$guu0TDM^^KtU~YQfseXo4b-l3Z(mztJf4DE5fR3s!K5y3nPmY6UB-l zBKGIpqK9fsc5#ObK+*eO`hGX9x|y+PWpjLjcm`TeyT0N6CJ%Jby^rEsLvSj%KIdW$)yOa;-o>7u_( z|4%dB5%?=}`kp|Z0miz_l&5*k1Y>omR9B{^@tto}9!jmmsalia+2c*FZJ6}Evm{H@ zSvtMupJwtJksfPv4pCDWbFQl2`d|o!b>uYfhZw17$&Ti;y3;;kc2Vx{)V^hq}e*-bjqk0gDB2bvw&gHp!Ws*$9l~d0%V?NiSN{sxn3?w2R5mQ??YPXTM zmAp@jtDMqjEW%E)*8cU+ZO%(H2vcx0QrgU+d$MwHBk7GRA@b?b0e&WbL!OgJ@$`Ux2KpyUz4}eg8gK3Mj9(r=wE;wkn6boI$$42Sh znC?Ut$N|&jze{o9_u7x6J~cZyj$Q6|d5OFo7pCT@rW$m6>2~cWlY$y!wa2sTNb<^T z=Nm?CL%1j7UM+Aob>=R(_wX+ZZCvh2BKqkbLGTOkcNg&fwb1OgX#wH7B_rGVz_0m1 z-rg|`&A#4&{GY6?`02;y<(8S?W>8d{wv?Z!Tc({bd%Dq0f+7R6`dk{k##hd~v3jgl zDzI8AJAX6;5%?U`vmcfGEyC}^%Oqivt2eKI!L{t2FlF|zPmaLLt@MJ8DMu@lThw|} z8Kcca>~uzjW~07!>IJoI`G8;hAeB9Q;4%3eJGpQ)fPeFukST(lKf7$4ofgi1EOJ#O z_18~0L;olYmM3jmQR5icv_PvsR)qGniV%}FdN#6>koW42gRM&&PDoM7qJ zU=#uN^B$GfeSALtJ|~Q2Kj$5(R_%Wr78vE10hU;E;6Bz_5UMVImld)hm4O9Y`wAX3 z)2P4{OybF@cKKYFB~gWKGbc-Fkh-a8swBfoi1|m9I+sNA+RqVjExv2(ooKvL>f{&8 zNoX-yvwBwbzIwFE$0<1NQ4(#fR6`;3A=PwQtJgEXv_Qlde>=078hVo6wv`b~!Vw#M zsY5QT2;5B`hQqVWltE`s1*(WScOV}w9W5p*n(AfeTzx^o>IGU!h`V+{jj;BOoFj^3 zy6yCod2i!P$KXzzhA>L?&cNg$)~G2x{Kw8cG$&4hAJ4H=*%jlf{<~+P-}?S9MZf8@ zwW_Drr2jVY{Z(>{=`eNs#Fms$THpuJ%QHD;Blc0!O@WpTqzI>rA{am7tC{_FiP5r! zM$Y$|4u%F_s@d2(1rd4o5?!zeG)u{Q>9Nm~Vx?0$#^6vbw%{ShS`RiEE5v{Xgy!spHh5djif)nG?w@!(^39#|x0OKX{qzMEdEzU}U}rvz~`=Lb3Xd#KkQ zzq0RIFZY+gzhgZgmzkDr>DDOry8J}89>w{GIT%It^`wf5|59g2l&N0arTTMZZz19= zm|jOZ!xR)&1*c?G{Sv0(3w4t8{FP1JLXAve3``)?C73(lfpqZaXb5^G|JG7;cqQlU zDishMZ;=aonSTRGH~KmbdkQ;q?~^=UgTzP+HWNk{4!5A{bplyZ7e|AVMEWGp$U47Y zs6-p3A&}B5uNh|;PoQW2gdpD5^;vu?RHe0UefR@Q{Hc@d8tT9kpNCV(`gb!5F|k-z z{Cp~MHeRMxNSasar?I|b^lhpR+r*g2jpbyM?v#eP*!{rHJ}mJ{hJ?|;a6*zwh(K1q zpx?8)i90VmNs@9Fwe#5v+Bx?yrd&O&*GP5A6hhD_ih-*Ly-473P+(MkQg8K7x5Uo2qyTL*+YpYMnV8h0`KZ`4)&h@HOIn`#t#m%u_+OIN+D zt9u{uji1`fbeA2Rsb}Nw*Oe>RLf$4gV_4b9R~un8b8O+pHNtHv$&A$L2(RGVc)#0K zwAvZ95~0DZJ5%fKB;D5DKFWcPZ~cSTcirqbXCK?ea#brhu7+LGzP?hmSZh#T88UkM z@sFdj<^$%MO05|Rp0_jS>wso_--X&`g{0D zAYSb0j@KIfBAmvN#TVG|1}pb10BP@q^Mf=s2leVi+qoc^n)Syz?WGPP-eM z3EOW>{Z`9|C&euOPfGb;_)Bnc*r3{cG-4O@k7$}@8tV+NNwlZNrkQ@8X1?3XnTo%V z5#dVRtm&~2vW|PHyE<=azEG_Ib6$HXOO!4sJ?f2PEjDMHCpcGHV~~==o~XdMy{!$| zlCu@r;WmMOTurjcuc|+~`CiG8STE51^xdw)ettb4)S`az5ZEL1Xn#q+&JC0~&-Y^i zM@5&&x3&Rm9u@0!-=GB2-=K3}Z@-5%0hNKV_ASwUztZHWjtU9!bd1)G$~9JWDtKuA%WoS{D|0Z zo8s8HDa-`K`Y(FRp|g1>dZ{X(^)emwzKn;M2S84h_V=&o?I3xn7Yn=VTE|Qi(rj;* z_aUfho|ESXdEYJ~NIdd#ManOkYE_c&LsIm(p;qOkS;~W0oEz2FQRAuNEA;g8`-rOc z#eZ3Ci#PGThb+qk*r%7;2HpJsJ+hRim;U4UxAxC|l)m*>f*eDZEo-hoqmnxk^S3+_ z+gp{%8ky-{w_0L!jG||Q5Ryeno=$u#$csLpg8_rhNSxFSR^$1TOn;mmHpIh2tL;f1 zS4`%rqenEE*S7o+8I4hMc-l{j$#?C&R74M4;g=@g70n))loO_w) zk}EB|+h>pY@wM%3AO=J(j)p1=Y;Ov>kADgr`1;xLk7$ia|{?n=KpGgv_61f)5IfIRmRVHxMRY0|8K@S?fr8a0?}`f zKF_e{gEJOD{jN%v8);66-ahef(O`mt6&5hYCL{Tz36;5${b!dZXG~S_G2bL@ivmiJL|eG{LHn?5)jr(-ivEEV`p#YY|~hA!R*?4Y{W2*;@dTv(k=U z178SBC9JF=6yj9@WrHn)BX1NK0B77t52@~c?2sV z8iT3snJgZ)v;DW02M775MA4B>k$mCz{HXq$hPd~rfaas*O5JmZjb(qo+iX*8Z5o}a zd`RUzEa&S)ACb5WEsGmlNap^2%DXK}P8b#2?)jpBMQvu%!}Xtkw$S=FweCMy+#`5p z4@#I97m(Ng=S|xF_j`NC$NkkYjI(uOJGswK&bg&|amV|KW6JUspHjt%@Ekswq0b1( z*u%4`FzCmm-YIRPA8K8O=e55U*%tQia`?Rfen2*R2LRE(|Fg?CDyfi9jb0d3ykebH z8oGU9OfM>;P2lsVni*K4%o1d-T1S5ty}g6_Wd)g;4BiPc6x}-Xv40Ii808y05wRQR z)+0Q>H*`1DME=`C+uK5aBWWWl&zH!f*`lA0HP5lug6=4|@V~;ey5~p!S)P$(Sg%Dg zUy`P=Ew%5-x4%fTI=I`46B@sY&`B8lXWNcpxx}69R++5w7xvef`}*YathNUcf@{O6 zt+xPW%H0z`X z8JtM(U3${)lYJ!AhU*j`B+4HsJ)SA7%(&2oU33j{;EbN+sQAGPmZtA#{Y5N&LB>btd;7XLL~MY>fb`sb27?e3&HfS(;m%T>KIsIWlFIFSOPU zN(_?E_8gFmJCIbI?15ItMBn<-CXse@Ki*Nu1P_@^-?%lhxnR^oP=M%!WCn~@SN+pG z-7f2I<0#Spa@^OWX|mbHqMW+t`Fx_P&7J;e;n|Uq^!#3?I1a3@R>ArfP^EY6)SF9W z&9KGqxanRK&)ikxfk{Q-uv(ovnir|7Q-(*KL((hfxR%urLozkO)U^fkUjrc-e9B4f z3IwMR5U=+&H<$%2>tMe=wN#Ob@zx4j$WOHk-%{@DxSZ|nc(+z}i1_y6!IduaWyOoE*n-63KU5*XJ4~!L%HgrwVvR zvf2F*dtb>^)q!%Ik?V}yHYee{Q_v6x6wp3v+x*Ga;Iz6O5L#WnaRzf<35MYgck>me zif7P0ldrhq?&S=JXPsU%`{?zYHOTzuoXabUuPiHhrv8B6lk) z?;u>;Nx19&@RAEVm~$-BEiUzfkV8Wu~BRYoE6|iCTR4kKKO5qCW%qZRvYthkLF!G~IlG;JIhBV^IsK^F(v@s-CY3j|HIU&DpCHO{<&X;`>7XezL6VZn-b-G|ynU9_TQO6wbE=H?T^4h_u>3*B#Mbv$;`RXh5c%P9@}{zlc-088 zBGhw2@-WDI8Zei7GZBH~4EoP~(shG$?1oP94Sq^g`Nf`_%hAx7S#aAR9VQbSj_83+Q zdJOW+-GBo6pTtVcvDTH=N}pmJ;EN4z9x!n>`$f%Ksf~y#SXpd0BTfS|m>I9XyI0e~ zZVQT6G-1^eJ9MdDEdLC+rWmq8I;yz%gljOPvhQ=A&gM=00d&plfwOn;6EU75^P}}S zUq_h^8S`^&wmn&2?>w8NmHaw$0nmi@vi^ypJf-)Kx-VtEo4=WUP0R*qGhvcNf?zf9#l7sgYL~H zJbk|JaFnZL`IbY!xCQV6u z@^2m|FPp<2re4OOdu%^euy84gotonfNN-DvT)M!tGX(@` z>;oYhfJgY>RL+Ly8#Wt?<|coNOfOLlXXbhw6Q8p{)yJRHjqHP`=Szf=SJu)5;9&?*yjSnA@s7;5_<=kOgc9z9}$qEHH7 z;o;L>Si}0Nt>aid$j0D}0k?IJs=jgaazh0+-PCnO>v%IM8Ep#1R0~ym02&WBD=LbP z32GklaGLd#Q=N#|@Wc2U3#4jEwq|k-%5^IR)qvCQ+Dml$&E(3L$Ct?y&CXAXS7iUS@nV8#ckVySTpBoDV1AR55^AuF|e8W9b0tdoD%NomffU8liTNVEM|DcSv6 zAp;|jMdwMSSLBvVOOQ#Zhja&qDV;w%KY58a?5Q62>2fO;mMUDaxCoG?m1lETUz#Xv z-4M`vS9qp|1y(tD1uoB}Z|@8$js14dxIo0R#IBiFLu%l=oLfxucyj|`Z!%`h z!G!B{x}}QB)h{(-St&2#UUrVsF;Vi$47JdD*JjB*N(eALYrO_K7X7h~!?hMbr&_}mmOL4hdg zr}i632_fiMv;A@h79Jd+uyKbH&c>_2XAr0{m;nU1By1>0?iZlRZxZ~a!TJ>d@LyFj z_>4!NjLxu{gkl8f%L7c3D6>aLNe+vA8U9a%OCsTM?*sXpeJ^cWU6$7kf|Uah5$Kv9 z^a19(zNAaZq$-w|?)@2G#xZU%v|sLU3w!ZdebQhP0jl;Z>L{qf(;ItI^J z6@m3N8J*e3BIHf;Oei)=s83cgC)sL8|He{SMW|Cy-%P{1EzNfoAwc}4yY%}V-jKM! zEFMU`Xl`Gepi*FYEOK&l)3pf*8~AV6#6G?f0U%&Nv5feNhqr7OAdrAC(B2sgR~YyD zU6)avm*qB)gU8e|t@s?*X&(&DFZw%Md29Zg0uV?-=;#{5nA)hxC-w)-1mpl*uR1zQ zQpQmLwG`J>h!#F6IPt7|VQBA>?O{1~xeqoaEg2lZrcd-49<9q8taUmY_tW~*jv5dSni^sO5q(*MkC~1$ysE$`& zm0OG9j6bOE>jYZ?`qUfYU;sBDBoGvnxs9Cqfyo%3smu|4Ei4f~Fz!uED)SmZ0I6!S z^K*LpLcL5&Z%^N448*rd4}$j&P3yLF5%XQ5$i{JMY|rvPk%3b5wkdIM@=V0V6rg

*_;`?q1TUqlDjfF8z-A@ykwcK$ZRQ zH4zCe(avN}dYBj}8dgU|#9gte+zblQI0}iqZF>y+|E%ivh!)j*57OLyO}HExiD41H*}If zaF2KvUmkmO1+f(OkNbmf2nFbJ+{7W{+pAs!Vz4m!mu%P5Ux*o{tRI1F_r~36c5=RL z)Pj}Ef;5M6@`lGY)xItBB6a2~!wH~SVG8BoU{6vG^zuvHdFqv~j?zNEahJXY~D~lCgKU z92zs#NeC8%;4wUIe~j6*4|AHZ&Vr;?OMAqch`PPN#E8cLA{&=VD2gq@=7&BfQ}1!% zBX%U){F1{uNkH25nB+Fo2L-qDF{SM}MAcB}jVlKw>euSqm{7^%UDY43s6+5^rDo4T zUFnK{jx};DF_A++V+ro|(KvpqrB=&j#{%Mvmbpj{hL+YJ6uv~O^q9?_8jf5U zPLeB0-dkQjh=NJ@vto&vS<_I@uaF6#$1~w{5;Jjqz}8{LbDm)@YZ8euzv`xGz$y$KtX8_}>& zD;U5?Hfe1>Y#~TS#7#9E4tto!#loN485PGCxXZ;f_^NkVr!(4G{+x%5kbC>$8Erk& zxK@J9C7RHPAPWEYy>j11h04m^V{Q<;MtwiMd81yySXI(CMQSx!s&wl483&*1l_x3q_&I z_LFv)Q|scq;%MbEw;ux?zp~Dj!j?bQo>_s5!Kbs#MgJ#l`LVwL2rxQ-qR1s@)@#%v zV*_vjQPcT2&Q42VT^j-8h;v*_FpE9W#&9|rlRLIaLe61)PZaQdNF18V*@>%IKF&-X)fPy}Ue8t2t&`rzSiX1pRLd&y<(~nujhL*L zhldcebE6tG`szrq(1nOMKW`(e#xMUC1>Oi{mC&kz`YC|2!MN))^cG_m;_mU?Ju+py zT-ns&!ILnnd4V+y6L-x+^tH2Nu9#tW`msVlJ0^((=ddku4FF$F^vziG*m6vw9vwp zKLdJZT&*lPParO{>D-y^FV48nxh^qwi*u{~ljT#tA>YyLKb#yUEW3vq++eKeN8^J8 z7{ctxbo^IB9zOs&wo6^-TYIsi0=}M|AzX<(i*^`E&(NouY$G(%zFg22p^Qz|9}^gf zBz!+6;DyguTw_bs9TKO8XW}3aFrq*6y0pU`3fBjGepnf3mdN?+xTsos@_>+IHOD0i zK__?n?cKY(BUAXFL*Rgyt$GzW=UeiF#qn5^85`mFYRQ~Djc;ThZ+Lj0!20IH?i041 zGZuOG#XimE)f5B2Y9orW1)byU>};INM?mxYUuH)I;CQeRTp#zkU%`or@%R$NLeM`m z9xk7(VvVFt=5O1KGv#59FxTo}+iJ*wzc*sfW@S{yDcW;Gy=TdPImo?V>JTholoQ?1 z8q?OCfJW7`pI*B8}^xSJIOK1uz zM?nf4PTfL>aUu{^h+2q0Q0<$v0x;G;xh|CSdXtKaEv5=2^|=YxW-f~m(T$Dzg9GED zfvtCWdiAltK#wN^t-oUX7o`zD&Xo5?y=7Xf+w3iO;F}tf%iUl%KW=RCqFKQ9wU|~N<{|cLdy&~MCzA3_1=+zZI z30YJaI2jQYMeD7VvVDsci3^aZ%)rQcRjfcnVA*%lUB-6oUDL>K0*~EGux`c=10BWh{_sdyDcL<6VLi&VDV)BHx-^p0H7V z!xIZqiqH|PzUhP$fr7F;C&MPiL6Dg+*jr;NP?JVOS|&c&8FB=K!ZKh!Et}_my%wkb z%8|!VB|?BNfZ8EvO%!#N>UZ3*Da)M^2qLulKJUrIz@{_=JO>jP8^V1`_R@6MozS@M z_2EkL_UKP|X7hwB0MTdMb^gq|-|MzL?jmuqjr+aFx_>&GGuPY-e`q%K{vq<(G|)VF z<^+}V2Bd5>QsZi)r@)v&Ba2@2)z$reKn>~;=95?(IsSwG6W$=gvL?Rz72czAiPuBqM|o>Dvig+=c$QvT(r>wwhSEZxA3k!606#E%`_=wR zE(;uq8|gFv+jeA4%IQ(cQoDF5WPKjh%9$WXb&w3n4|Rgu?&Y-o)&mH(c_y67y7oL9 zTmT#r#%i4n2!YI?foQrhOR@n;yC9)WUQUjN3|wo^N=Nei78+nMktw6U6YXxJdEOT3 zfe#;e*-2mcnRrol_^jTm$ZOIOM9vxeA+Y$ z$X0YbN|yU5p;s5qWrZ{aY8dc5tdib=;wG!yRgS%q?4`}1%)xxN7i@u&tc^a)E?lTV zz#CYS8bfd<7nA-*0&6{b^DG%b<&&UdFVk=9Ar8*fvu-0gy3w;tkq6&Nhlh=T0pRa_ zx@8lj)3Vuc;J|_FIFHqB&_F)UxgyJ}@%;qr)5E^3Yq%KP-kiOL|(GCixa=>WIO_sYFuy6ws${7p{g zkY5Zvn#kPNEu`3@$iaPDKr4vyFh2q(T#=Q28d-O7Zyi_&7@I~13sHJn)~92)G9vs{9L!PUc9b zmR<=c5b-P9&YsOmZ57#LIr`ko;`+5r7IP#G?-lil)$Ag%B~d*#TJ6uX&l>WmSy}xC z{_SURu3tGc?t;7WPcD}M_jh^tj~66(4|TP<#Ldq2H`_;GxBXf9-xqkbwGdu0kJvMB zvl1njMBTH^dS8Fg`qTB9L+q*uPn20(sjW^?-UsYxqlb+<0_zuk`O6dH@5|l#8~UFx zaMPp7$k#ss+K&F+9o19dPao_}SVdkQ1c=E0YQ;OX`!C$gi7wuc z-QELzo^bxoBO}u1VcDuk$vTWB3~^`J?MocRNRRC{Y)}wSA-h$KJISsLI43|iwX?pk z@Mr7S9pRXr%%S>bt@IKZH%Y3BD*~5Z79evsyH%WV4tC=qmu?E>O78L?5;5Os+|EDT zi$yUex757#@0Zq7xp=o^q}8?+7Jk|&^Qr(BsF{`1lH5XMwW0r(k-~*q_t&}2tc~nc ziyiBm$AsOsuEoKm-4hws=W<&B3wdJa;U;gSx3~v`Z{F>dS3F)@_B2anS>V{&PnV~n zWz}5w`_f0e4*KSAmcDC(p6wZ)qzY(?nLngJ-z@zW1s3nHDUSG%(ffYgv{gdeeXa$E%ILi zNx|%NMgElO08lqLo;A3NX)z872j3`QUDE`E{BCcFQNr}Pv&LG4_jUmzM37qZWuD;P zofa`9MaO^1Y{Ekj6lbs}@-1^Po?Wi3wDc*y)BwxlmuxUIgyT!98pVtn?Y=0LPiR%% z8fPHiXu3aZ29T9)f&_X^_GgdN+*zGaeqCTm3`aC;!vWtUml`xsabBD^fWQ8Ao4REr zC}nKIng7<>wtH%-UMrqaszw}5V+1KZc2f=ATP8@h9%RYUBao+h6LD6g`qE`7RPve| z@=JP`+3H>DBwyJN0blGj_k33U{<6nO6kGJm6|(k)L}O*bOV>jt?gqI|;*l757Huh& zE6=7%Tw)h?JFdOAktU1Gt@o{$mrV1)Ae;{MR*W#c{TTPaXr3 z21V|~JggnjajUV`+^QIq)F0}QGYxbl4fE=SC~O)H{AP={^790GaPqzvuNF4Kq>zE} zUUtDvg@QpL-$>?1tEWsV+HpH62apua|65^v)@O;C^QK0L2&IP_b&VEzjSbPap&@Gw zYmG2rE=?xPpT>7Kaa(-10+xYtGrpw(tw#L0-W~_`879-bcNU9qWfRX8DSkwB z+E}ntM7Zyw@l z)C%ZQ9|#+dNCIyCe8PIe-Qol#;uF#Jm_21ho5U%f%qH=sS3I$CK03ZVdgM#d{%@)-RMeE23NCIA!p2_A9cys7|*o9m$2AB$Hx zC>mT5qU-xXis$4Dr!|##%vvli1v(DI0=+*QL1^-Tv&zgstoz0oHCJQx=W1|yG(1l3 zgl_xWKK)+f)*aMp`xO$ERmaEiw~df_yTe6Q5D_^zguRs9TaSvenxEg;9?TK^Z7CIGZEb3PK7tTS1dR+ z6S`YBxAbV%JY*`4qoh2`cp`zQH=_b+nI!SA%TVm_=OasR7hl2N8=GatucqoJdeu_I zkED;n;%8d|-TIvwC-OQ2HIa`3x1*vx$Ej;tV-% zI3=6E$Hr#+{5`$ccq1vg!*}!RW{J}7VP%RAG(D<>ke~i`Jv+z6$lZ^sjs>6Svo-lF zEOGu!B%aN=yrHeKg(fsM+fH0BOsu6v1~tvNc}sur3{FXudG{6Tgl#_S6q&Dgi-)bX zxJ*>2V_|MRJZmc24P~CtV|`>ufuQ5aGlI^^Kia`cI&B0aR44Re?=6`Gz->5B0hB^R z32o)I^ZI#!O~+&x=ZGom9t?x4ciy5-#8O4sz?>ZTrM3kIau|D4}CG* zc^;&zq`&r>x;uHpUgW?NP$EmxO^?r%x9crWHoey1D|5G6u!pWzEqf?zu&ityMe;g4 z3BJu2CyKmkl12j^X0(3COVGL+g9d~VcZR66KKCxl)y?1><%#5AV9vT79~$HGxd>jZ zA-NMpwh5xfYorN^S^YcCjui?nv3y@Q+kGR2CC{a#Ax;B;-zHboi7XU+Ndc znIgVp6}2~IS%zIE&11*G*t4IFA8yVcZc23}S&w{sAYxHv#BE4=1L7rLCJu_E+7VSX z3XBfJRrQv_r|wUL53e}~N{~R0uwxtNK!gY^P#=7=Qp!F^j(o+zM=|jGl~=X*Gkq8h zbuTd9!g;Z>u}sXhG}DQ^;i4)GD~f9m=wsCMXj=;J<+BpQUBgC)mR{*1JP)ZveF+ow zWrf%uxYP>4ldP`aa=WzDzvl9Ofx0$L&_Gk%Wgh0fgOanR6z7e;JXgeK5Mhgpe4+#rrlYZ^<>r;yUmz>39${oigJ z5>6?Ic-9y09v4>BMI&Z`>8-Mocztey7tqTfu0UL1#D)U()4FjInf=|bxp&ZAy84YC z<|>%`nTP;ORFbn{L4cdS=cR&Zw84&9DPhb;ak?mO2`OqKWDwx8#J?yB@m;=jm-Kxj zj#Mga>&YLs2CJgN+8Zu2@`vOXD9risKWZv)A(Bv1_sw1@6{5}^nQmhKf|I5v!iEJU zHToo2vInFj<|Na5HXa)xC5tCR3r0LM7f;PR-^M`GvwGH)EdBd*NcPGT<3|INA>4j8 zIGg^*h9U)H;$%Ctp7?c3{R$=lSWV#M(|w^FKYz`eNiLNqb{F4_SE`cpv0b$uq2m$O zKW;5uY?j!GA!Ntf#$X5k#$NFhKj$gEZB}{GvG<{<3NFrJjkRy039Gv=>idMr8DMy# zYkCQ+H|D^tXCI8O6s zqZ`kH3owBm^fc@0fJ@}@ML8DaQpP}6ot4~p4&e(Lr5uliO{cBFF$W!cW0U5c|5!(d zt;c-U!Qsr{JWJCX@#VG8ngtSzaqO0o<^2rl)RKwCBIGPrD$vd^)l}Dm+FdikCG2^) z%mx_cn@}z_pJ8}hIX?1?V%lWOb`csad{EqTf&5Qq$wPdEU-(z-LTx%to_MK^bXs*@ z)k(tMjSZugOs=#(OTEMveGa`thkdzGv9iqV2n$=iH#1hTFUo^G*=pppOhPlB5Nl?k zduDj}HezpTjf|nf!;!#!mJoLKGcnNoH$cph0(0_wjI~M((6&Sm-^6g78a8snsXiUq z@3Wf}>JYEve-_c&5+_@wuhj)@NUR5mT`4}C+wTu7`&R6H*jX$U7nC8?bY?NEE~Nd9O`ee7hZxMOAX=PGH;P z%0Fd&32tANSPf@yJHbKYQi1QP?djO%$Ey}d%_)IOQOXTN48wmy|$-w(TtS~?N{mV<~y+e;AUtS5M$I-F+XEDgL z5IHO-{%$=pm7Ta2|M~!={1p-y$eb&8iZ~^mMxg&jno?wl?=n^UZwL_A<&~vdHgKIk z*ZGMlILJ3j7j!!#L@I@9Tk7*kT0rK5dnRFc)mYwT&p9$+ca6Cc>w1o`)XHQn$}Sbj z15#v`M0Xr#DuL&U&X!GkmTYFf^3cO)8nQcXKy1dc%UD5!?8fhy>fET3XlvQtFY8yQ zc}EZL#%-HCECWXT^GwF}td0&*R4$7*S`2ksX8@;J05g^zl>r=(MNoja{`SS7CfT$m z!xS{{r8B#7lx*)3Y-laJQpJ6-_;B&DO1gS>f577rSTLG=O}o{y+>jvaTUDM{7A9OJ ztrRvz0rHHOc-mH;Jd^jIjEZXZiED`TQAn~)CiyMW+UhMm=y$zP`P&b=6i(>pq_sIL zUsrJ|Q}ORBQxfRjb#TM+W5S5$sG3AwrzJ(Fgc_hLhVWao!MxmoL3P4l$8j@c!A}ew zJSKQiHpMWR8bJ$UhLzq%-E_hx1eobH-uXRSSV)Fu@jic2gSHRl*g({Jjmp7Tg> zQR$iGSH6nl`X==5dVH-_Yj8j+#5`50yDb=iB#{6wT5T@S3kPFWdGn9)R;SFIHoP+? zzlT^!OqDQ?OCxiK1`}-GENPKZ-#QXx{skS&A5G`sHEpr>!Jp)U2Sm{pt!lpnvsh9x zRRh44*iGN|>BHk=+1=95-kra4ZsDo&o7cMNTyLyw96+_``Iacmmz9$i8eU=WxP$ov zR#K&5DewgH*)ow+eOrBXR<#230kH(K;`OqX@q->=y8^#lw(sLx9w#r2A#;rmYq8~I z)gD&9DH}q|zIsYeQW>)G!O6f7XM(!jTEcHB&m@!@FRloNOd}@K#PH-lcIUqe4fDJp z7vCF!r5dsm2Hn>tN}%49xEuhTm01di{;r!RefS6E-L6bRn)Zh`moFoe)j4_&{il&= zeJtr)kF6M{tPuP_R{U*xklaM>ud!U1ZJ^B!+bPr{I)f%@C^K@l^&N1-a191i>NxOl za>z=@;U+YEZ%W<_(Q?NfXppY?|Sjl>H& zNVPbWL6~mXBbvYUCKrh*uAjafEr4yC+wQWd@Ra7|dAu+8ksUBAg)P)R0Xxy3htMb} zsQvA~fPG{p8Gk|fUGj|1s$N+h)c5W>k? zHBIF==auUQM$_Q>kU5aUaeH0V+I`TKCx()AWm?ncS}ZG7_EKi(Lsbq{&&Q(=XmlLD zpwFUm{JnyLjw;TyAzdNCT2e=b~xM3TRpCJR;g%&0sW?2}rrwfnW$T(j)Cx1rGM z?sk4nr2WE{+=LC08XJi+j@ibxhOo3k(JOfxA$<7n33SP}Vtz{ONjJNQ@`5ktv*M%V zm;*f2Rl*_SnX!xPkJ=v$ZRs?qq~AdfWxV@D9XBi z^%(SAe?N*YftbZ~=ND~NaPKA^8}GlM+8+?C@3U}>OG?V!*r(I8u>E*k>Nl38oajJj zamF{0f0#0_BJ?y(!2E@&gm2mZm`^O1fJW`OE=B*WKE}_m>UsMy>}c*YK~8%_axV3s z1178jFF_*y5+ITfn>86hF8B$^qiZqdBcAu47lxJ1a)Rr>Gi}NyO1SgAr7+^@Z7DwT{C2v$siK z&80p|Rt6-wQ}7+YkFF|#s_4o-V2O{JUNIiM?;Lh4^%U2-mUY{Oqr6IV#LRiZ)~ion zn2Rijmhz#nkJNca)wpj!P49;0x=ouQr^f@@9d~O1{x0=29+Pwq` z#YpOv@@(W`8bj^y7$ffTy~tU66GSb<3_vShZz%f*#t2Hw8Ca<+z*=&e!}-v4yX_%e zA2M7%1@tV(n>Gep;4N%fe&9q1){DW)fqd5X0l1ZM)E6kpgw{SJ%!e*N)rN4)ngt2} z`~SU!+_R4B=;3;v=XWpNU5@M0BGGEWxgF;OqQ&f@pees(+$`Y*UZviv99t0$$S8;qYnx;@f z{sU)PLr*PL1Bmb1eS0^h<%lvxO4c%;Cjb7(mB`9aXnyTHtCcQcMDSVJEwYt+vY8X8 z=QD~D+y@gIo?|{A>2bq?kM>>fjhsQ^q)ID9itcPKfynxS&SmhTWY_9mparl`#QbVU z{#`I1#xWfoAM;IFbkiQlW{JFOom+i|G0sx5`GR0bmvCns;+1&KWJ zH5J8tLpvpwRN6&irzQEbTc$2i)0dnlWs1{NW!@lp+5P7FM*=#yH*GY8>fwuBII&hlVt0^Yb>CD_t=STKtg8k zSyIXT=Q)5&6O|6(ZtB1uAacc^6I(rtt%eze?^H9=wDww)atud2)B@!9y+E6KJdx8u zZcaYlE^)3fp`*munGe-(Pk^4T_7%j*q4OXZ_9}jRN*;K}bWu~h?}aQYfGY&XW$|w$ z(aH`Vi`~9=aE^<9!Ap$^{z9%?v0Tl47pFe1Cw}-`2@|zjeH6f|hgUSo-W#wr7yq<$ zWlyRp0{`AN+Cjm^y2s{gA2)~dbyWmvQSCTu?Q?CA6VX12_r$2q(;&`pW_;(@6vZ@t zYO`xd0%Q4sREn2GIosWs-@Cq1Iz3@ZxLCPz)tmJT-FOFp}_o~!xlg)Qg_b@&fy7}W!aXa1+(bko#jq8x{2L`9Ev25kSL{K`P>4?|p zifKmqis}FC5g}EOqbgvJ5UB$8h<)Ae{kL6Uv25)sw0~-gp81XbuHo^lXteYtO&%EA zzeE0y6wUJT1#tPU^KO|5+*{cPT`Yya;t;IU{5)p&iMVPTwBIg|TI4J^SNW^hY=&^; z4X6{n%1wv#Z$)u7b~u&(U%I6?#@t0NN8)c(_QpN`gN9+sre|hixr@`D>jbp>ne}S* z`*)~hA#0m|w-g-nh7AKEO@} zs}GBQK2hKZjYA|0M};rXPkh>hptnziDCrI z<5MM8W$^d0$$9WdV7ycCm&+Wik)tA^#|J{p*4Dvhe2jVI)DQR#uQ)Sc2tS@azDOPCIDKV1Al<_jWjC!ZwCJqg z)V}k!^_Mw-s`Ya+yqJ31N-QSsOtB9RmD%0V+iM#I3en$7JfE1fK^+6NH zn+v*>k6EqLrLU*qA1pVLgHPOkvt=7B5M9Js`U^`=$Py_={v>iU`-o7)n(VQ%>}r*i zncaqvNz9|aSLNs*BcD{03+}jK z6hickjEp!m$2Awnep~%K{f#3T|)t03@U5&!6*h$VN&JhM@sK|aoZFQ&SUR)S2%k;&XrM&*jQ`Eh( zSJCCDZgExE_RTJdLO#7YuL>vC(DOS@ZhCOetUHjLfL)2hJwjb(L1p~@Ave3Pdz)x;xe z0MPVk(t%jA3)fF-u}+Qi_H#QyDgQh5aCRM7j-Owo`!1!+uvK9+RI&h1x%+(i3o7Tl zkx>ZU_wCSDWu?_W_&<5){if{cS{HIYR~O0pn_8BvGw*tW1HM=XjOhrAq2I&^7d0=# zb^~Rz4Nl0}ilX6VG#7%E8Dp8D;S(z4!Hb3g4CBpA2Q#@yXI~HpF^=8hK#G&s(xOFa zqyusXI;3|EZ@45w?9*|*k7BTGf0dm+@hlY@uZ>y{19??nwc92yE!o}?WA5P`$dm9) zp&j6X+sBmMWA6YMFXDHAK39wttM!+T+_F zM59{bCG-hCM@d!i9IYjjsSFVjVZk2jVcgI}kXEdvV7o&4WMN=0*2|)t)}v$S07xdG zA@MUt&pZ4Sv}#SlxNsx$0gm5K1(&?z9862QpbN>~ZzCHG#p7(Ka@y6%4BO&6={?u@ zXy-+e?&f`CF;HaWyBKtiOSbZjxAP?|?LfZqO6}_JtG$;^6d47gRjEdz4soj!S)oZ@ z|7<>O`kDc;hL45a#RWYlv)B_uP7e>IRYjtk|5UTJO0=r*ka%lQAS+2x}e9*GoGC-((v{Gv$-zO4ZcpiU${UoG&_pU*xiP;7dOGB24H)WPo zoW>bnvkN_kj8QKf*kMR$8uKDIxyYg?={a??R}TCZb6DP$kskK<S{v*}~hDidr7+q8* zq{&=B#Y=S>28hV4Z<8WZVn1Njw5*i$+3bD1XoLeQQ`Pt9(67+<;?Z)+alSXJ8z5Hx z10@!zOK-0qO;0`LVo&s1Z$LVM^)^KQ8VOsRx19z4@LTnxou%IInO(e}F~=Y1s*RyB z+up!dK!0Kkf0N|W1OU}Q#vG^5g{1iv%OLr6NIKhhWsSSq)^}B&yvyW4aii)cRjt;( zsz&sVgPpug`n%Z49o5z$3)}ta%^Yia!AU(g(`XY#RDm zG_9DZhtBE>K<${9+COB0!+d8-OG|`cDuvlk1m8|UpH$Y#Jq<9%R6~0-0K2mK0dwNzh(P{Nf_Zcg(La1}WQiK`eUr-jzU}8DMH4fv~w!sQx_`Em>q8 zw)o{dv6$Jo{P^mMNSK5`(NVy&Hfqkt2X?kPK7+z{g!N>ih40L9U!Q&$PF|?ibcF&3 z!H0$8$B)2rP}-M&JRA6cOsbl6PH}0p9c)PX{w1DGaEMn!-->y z_B{Xa7wPuuJx?DWu_P}J(};xekQU_zui;5WD=t>;{d~JS&exdq+PH?D0?0RO7)6Z# zA#qLxAG?&3?NT89m8$dhUqVPF z`~n9W5)i<&6C4yIgMv-QuvOngX+NO=*Ctts<$RaCcjibUTPw@7alJ8LMzn?`t&o^h zm3W2Sm4M@EFZ~DO4brM~1fvL=hi1Fl2-~GjVVLaCJGigV(XN1Ij=QgZWr;mgO@~n$E7bRuyW>&lVhjUm0z)>uI1{kW0Cg4{hSE|d; z9T{~?0^ZT?8Z<5Ik$55a+_l)J72&GJD-))+y=(B_EphHi* z9{c@F?_vJH%vE)KH0WI4i9X_clBI_QDIzw99@J|Jr!ORpdIPb`y zE6{NbUUGc2UZ}V9%hEq*VYfiHsq#_$zdv?%h-)qRNgh*xd@W2)Iiz{7#YF-~f zt2(FsMRrcO=%ieHtqYt^!!lvNSz({^+$4JG(wG~UAnG^uUUx=pq(rVp zeqEiRnUN0u`UanQ;tzv>dRmx<62)-JyL>lDlPa`yEMQY2S+G^$h#l%BKw)%T)AP{M zkk|RuLIpJ#QCSE|nipyKVN2_@_PhMhklZ_YXN9SrGf$)oT5fTvFfs<<3X5$WB*?T3Yl`R$KBG9CDZUwyXy^FUm%zR{dblNY z=)*nnuBlV(oBD*FS6raL$&4OH8P>+xK{jGe_N&y6a7$hEECJ1{r@jPiQ#!BbF89Ad zEoSnH9S6M+Lne7A33p$7D0i3T!PB}YrzJP}AC-@Pm9zq>T625bU;#=yfy5<$0}+j| z{??O|%@lE9((KWkRQ2uCM|PGrNpMk{9gCy;Fz$ttE3=Vp+pZal;>-8inF-{{oVv~q zuWd?|(bZJyDX+Q@7w56>5{0fySDkOPlUzhUxH%tW{UM&vDNH2(z5o8t6=knw4F`XX z$LoLuq1|4;OUiXOw^j5*XE5KNDhr6?90Y)Wht96X0T_eGiZ(cDH>Xojt{O zUvM_dzk`5vuBwuMb_MVp{kV&{rO&dS(=oraw4;JK_J*z1NX z${hoYcgPY0p#`$zHvDDwe1(Bp!Kc8z{O0vqS*=GmDXNZrxi3`YbY?p*$3AWc5ShF5 zB@{y${q`SOl=XC766=Q>w0{YIO@vS^r%&_cMRK}U`qH8T78?~6Ztok2PJ7B3v{=hE z@PR1H#{amj9y(7Pgzje_vOqJF%f(VUykL!`Yr{+>e0+)aIK|2b;im(KocPpW(2CMt zONwT%tyE362gp9qy})ljNrMu*R_s^a+N-IgYkeM{4D8)DbDi53{NhLv|K^3`ACNCR zuXaCLi?`!EVj3zdaaT=TA|3dRca-n@dj1JNw+JnaQqs@ow(&Y)89waC0S~iy3N;y3tpr zQmVmK#_}e|pT_XUX!;3VpvVdP5aJoFDm?AuH_X_dld&;>Vr2#wQ`V_)L+svxI+Y&& zUb_0<=x^3zhg5|ew!OoZEs-vHO8lpoLxo_wkR<%I%~cZ+X_RA}I)(0tZRPHg-gveX zo|)g`DnZBjeY$%8PDqNTv+F-rTu3FP>ka$Z%6JHf2v7tzYc|jzWJ$3XgPXqrxl^_j zD-vX?hSn!64vPQr=|yi8XHGV)VlJiUx6tw*eLXwqpJ?FWUBP_g;P~jhson{&;1^4a z1{L4Rkiy}5?`^lxWX!< zg?Q=m|CvvofdrKW03!sX2Kkn$KeHwIF%CB^|M+Y(G3wi3A5gA@)}~C{!Ci+K@*@_(7KB7JE$7cZNr?@eFooZl6Bd zpo~)Kh2uF=n&9q7pl^*S?s61D=ya7gd{)62%=(rV^kNWyo!CKlIVqKfo&Tq->@Ul0 zP^oNWYT`Qmwv3$Muu8m>T;t0C@4P}L`FKRMy@#UizJ6RVKuXUS{Ul%!sb^ohs3NeU z$pZU+N|R!Ig<2o+|MB&n;cWKr|9D$%=|J6Dd$ioON9~ztt7uVs#cUhI-b&1>qKc$y z)h=ppsl98*NU0T@Aa)Qd=KpekkKe=3|G{;5(1SzedcV)}e66!qOZzIK6^tPQyIX&b z-h`@~l#VI3U*zWI4vM&Yvnro<;5&_&McaXry{srdVFU1qi;+iQjog;mVbh$3SdlNE zc0D>zIYnmkaa_($PRc~l1c(yb+RmRyl5C7%1;q>O_b2I?SysY*jNUGn0{ zWroKjzfP;mqXSR!6I$BtCN|AXn5yvTj&Y>DVg7v}k&aQJ(ckv&%^&87g3ds?S|qzg zX;n&Z#}@VPw>Um7)m^cm8%elA_V(S;PKQ`{uvo1YdIMfkduMDYlVoQFn+EI|O0Rx3ohD|^etu2ci9+UNV;z|A-0?7H!Sk-qB$V54O@7?72hIiQ_Zk>a1b zO2PyN+)R0$wF_hA8KLrMtT#tg62JZnWyCVWZ2rqP4$NI7YGMjDIxZy)gI>mL=rwNq zx|=cvxw$l}2Oc?;VAWpAu8jXWNK5&8DSzJ=sh--C1o^p{*X!V@iq)_qDcKS2a^&1n z3Az`c)xrQ{)yeo!0Lr{B-884&mwuzDEA8bJ_AIDiYzD5lYFLRM-NJg6=nO8{EeU69 zjulOpPDmUEo>B&4mg(XGkWHyeQTvkeC|iF7!Aoz#uxYRs-N{H2P$fxNtC8 zl8g-L=8A6Xo%WZTRyd<;5xoWsCnU{^bf1_{_qnvBB=r3I2u`FY)+@U$HZzI>``dn#s0Y3K5vp7DFsYL4 zoRTnqLNi+XkV0zpZ+EIS;N^vKaO_4Dt75i#D zUI+E+(<3=wx`7_=*NzUz8v{Bsm<(yBoui=Dc8RxI=^uwoM#j;{*-0h~Nk#0u z3UQqFj`vQi`l`QMG)N91F&i$ScWz#`ADP>LMkuu7oyYCMMrNoFR;3vfS8~R}>1n41piCUc}7GPhEK)jqNqk7)UFfz}!DFn>*4+J+rC`h6dq8)`{2& z@k2GM=Ea7s$xf2oISWY#Cym6LQtiuE3VpsjX%U{5XQM11_a|jXovAeo@2^*9pC%qV zIyP>j2F38O3SVTvWHMKiqJC*&K%S*fPL7o3h_Fdj*wal#2N0C6V7hSDXiPcvXl+fk zEH6dX*HsX>n_EgjYr?%KQ;H?yd^aJsPt`!Z`z$0koP6Y?cKAazOkhA z6>d<7ftZi`1~qP>Dqw8?eCTng?SQ?ZDEW6DulErsS;LtfBgws-4hnxm!{*G5a+Re`=TbHcMU|cZ@nr+mMXp-0 zV+P!PwEV>bbs&jpRj#UQKu{-kWyTw-^kP{4D0SbqbZwFiy zVY%P|AX6^XDqlKmy0dLC=p^pN{{DU~a>%f4O4km-`~3mn^*?7`YE$I2oIj20xyjP; zYDsL_?Qx8ohr{FMu)d%`entwsslHbwLHYt9BosY%x^wxs!J0kou9`1?BK+RTf(A>B zEY=z=f(Vi6+Jy@7&rAk$rJ01#Z}>E`ZAjk;u$tnx*Hk0se zL|YoNVajThD=T6i z*x!ZrZgKp~sW}f*-iIMdzGA^oICOcfhGDJ(Ej%2M8R@`0Y7Hx3eMzpd5}SzV?W(IO zm@>-k`c~O)gtW5nt%PJvnYojZhOFhE>bYqcycK|lkj#Y=mVhx75c2_Q8#E?e0k|bE ziH5z&y8|dv2xr*R2K3}C#-nLMzU$O!|08atiDms9hjda|fCbvNd@`I7+xZ@5DQdB&EpUGTQs|H3 z>yHm8T+1>%Umby0bhk*@ITmI+TXS>9eH)|fb@X=TQe5y<_3GaJ473oeJS1tK~KQI{P-O->)3+ zKbs|GH8!$$mUMPSVeGsldiB>)k+)Z|=USRb5&bZ;n7@Kagk_Cjp=^JqK<8QI4n;E# zgC!0hN(>W6&Mu25A0Xc~YVI!&FzLF4$!lhgH{Tv_!g6vHZwTDkmD96_g6bT231jKn zT&1bEKh0*`?cSep58OPAH22T7a-OR!Hut71=WcW;PF6U4F$k96p1l%9c1v=~q0Qxw z&JWi?W+^61<;bTJNh>yqZpc|;OXyf0A_7eoI)rbq?tCaITE25bYACOtNty>$kv0M- zuKLD+SKiSH@ml#(+yeA;VAEh)rQz3pGfvf6uk#yK`1cw9)UaCKmTuCVkxw2W=c`g5 z%^8tv_Xb~a1$+qAZPCf(T1Frisv$F|0Gm=k%9bB=%S7lh}wet&|PjQj6udm8*HQwCHACBy) z^o^8}kT%b9*xTFFyQEJdGl2aRZJ^T9iNQ5s^7Qzn!`qDDd?E9!e=Iwa)lij}Q)UU+ z{wE&R@x2M_fCkpRbq_v%qw=%w1A?emH7`-paX|u*f(Q1GBVJ%(C`f{6YCp(SBYTk- z%kua6<5!G)N3yZ6fK{nK1!!(wnt`a=F!DFYENj$D7GH0F_7TFT#=SRXvFVu(`u0eh zP4^BN&mqr^#J~NPc!$AfGRStftH2QOIoFG@> zDGpY`4R#V{#@kf|$5VCtSX5CIPN-?7>#U*_@8mMhqSzu;0$`qzxDD_RZ3PGV?_8r~ zIm~X9a_Heb6OX3nXOiyQt!}V7ForOd_Qy7aKAY1Sz%c*VUMiGW?lhQ}TCp!zwbnJ0 zl=`(VG`W*!O%A_Xq@WL6_=I@V(E~N+rM*DHofZLjM>rt{Jr6Tb^UfJDm$I4j4-sVz z+OK;0Do=4WfNgB)_{PVINMp@6q;uX}y{z9~x`-j^Ruq1ZKy5|&czt1ZElC~Ndv0n!smf(oce|RmDSfHRe`Q1@?ymki zOk%Q2#wxsbCK~p?XHrs@H2k{FL0%qQ>3U;yvZ!;b13frXp4_F&hd)zCo~$=6E_WG} z43}8|p=0C&dK;9*L@_H4c+m0=@P6O#r$JV>evVk#Wb_O&Z^jN%d}oi84r8M~5@=v= zv>WFS1LX|j^y1h#OGJ)9Dtm}sk@>64=_2SSDlb3F1Id`tx%aDRBac(zOztM=On+Ay z{htbZ!(Xz#;}~73 zV8}~u6ws#e18_7To${{Up<#F?DB6+j<8GCvz5I*dv4*<%d5DvQ`$!MH`k?K;K=Bih zq6h*yId=v_cqFBFQ!_9!D+M7iH2E?uJhZN_`}`SR(RF$6DR;sjyp>T>VzJWHIR(~| z#3*AH;WFpIwIn(umebpHqvGyI8fVwE4sm<)ICK`X)vcvl#Z5TzGI;wK`f76_4 z0Yc}cA{^RiD)g>f`+-Mk(aV+n#? zd{$hMp`2v+2~$r0anQFV;K!*%Tij2#)##p3GUzJO9JPEu5-*d)s3P6F`#mb~6d}#` zAfZrVCeJnWZT*Cx+Qk{{v^XXfGmcd>z5hOv(|M}o12?j*5Gjdt!Hqq zi046v`MWN&5%y(5)+p?@gZ%4Y&5_Td4nXL6dCTRHx;F_Z3g)Hz)D`d-u2Wv(Jb!z$ zC!P-|A@2rDqSPM#9Kz1nN!96Qs3;~grP<#qh2f`rAsF7*75d>(b~e`NYGjTj9G zO{4)Y5e8;q<9lF<09|36fExrc+?01ed)3tx4&1QQ+!n z>U3QBBO?BH8fDMH{$<9$Dfg0Qg413P7~spvHobXNWK3qSpO^Fo74p|%z6!RDbF);v z%EzEeq5$aJ-`oMq^6#J>6|P`TVW518D){x$YwFmcuH(rl!A8PI3hapk%-S4+2HkK) z;nBCIv}3p&^YhnB;k_AaH<8Odv8zCAF2!{KUij4`x%Hn2bR~NBWwMl->-0OUT{5qc z2y)#T1xW;?FNZ;%d6Mm}%!re1LJ=5e9Kfw=3$sdlVDtD>V?#rvZd=& zt9jgWaC|3yqZn-Rmv;PR#)QP^t@T&gk*Rz}&R+<)#7e&fe+e?R(UPP3B$kh%hWhlC zA!b(NtrxzCGqlGU+d*89-n4SF6ZYkizgv21g*zy3Z|7n{nMoP@+{N{4*DWWL8kg{h z1mI}auxDON*+5_*@uBJ8N;$CSaUB+tbs3DY%TJ0rv5znp4jNoLDBGcpr5 z;eNi}-VBn14NXl{5x;AmMxKF}KTmKOh0;gR4C7tcmimpqJE!Ej4)jWnMncbuSpX*>0LcxvQ&zW(!#Q`9WJHyG3DMdz0E4Wu3RF7du}a zkMa((0t#0b7!zkAE$v4WL6+5%&SD;px|#-5O}UjjPqU+=bQ8Bs*X4@6T)7cLRl# z4zD)dT>p@67E>+Ce08lX5#gtPWM+Lpry)0K;i4hbmi@miDhyCGBga#sb|GYOSh2Ah zDkVeMHLTxcoGDL(SGjpSo@z~ldyfs_VR_6b1N~Z)ClIT134} zN25Mxkt=%)0!QvYlhh^P1iUMGIj*eAB1?z46VOGKN)>1%Hq3Y!$vd`j$M*{E5Ku@f zwub<0>WdaYTuR6c?>v(Z+;(n#Umr*F1KQMT^N;H^AX*HoT>*$$>1S`tjbbk;1k)(d zyDA*-jMx-wqX_fOoInuwiBMfAM}+am-Fx_4x(DP0yyy<>fp!=td&gnr3Ll?Eb|ffO zTVnz!!W_3%x)*4lJ&~nQ25XzojW0_kzlQt!v$6(f@Ag|MYmLsw2>WnYm3ev7%|}d{ z{o3aVMl)9f>wXXfx~1~3Ct}m;a8CDHhHS!{>4H3C$fEg!@C}w|22lt@puLj3j!)T8 zhUy^AhuAKu=Gh`a7{Pqs%2RXQ9~Mo&EgL!4hUwp1oACOwQRm-)IkYvb^y$2i;n4P5 zrga&o3#wBpJnM2Fk+X}MU-RDn&)|0q3VA4Pf~)oeFywNSgf( z*M@GREU=LZs5;w=O@M8w!nioJ+y(FpF0-cG31-L|nd+{3 z?nj3qvm5XR3`ISw8TMVaQ8eXu@D#&Qu>sU*x-)5XzK36YYI*61 z<*7QkoQI$OLFP+ZV*H5vCgAj4sJA)9e`l5s6ij`yMm)&gPjQgXpSFnUN(6>j8`xB* zo*d7TzlF_ee|Cd~u>Gn(-$bf0zLS93f7V1rob~<9fINYm+Y_?s`hC*99L^35lNd*x zqimsPRsDqV-2V9 z)fN+^o>s@c5~7v*vk?#%kn=;d5v>r2#2C_=o#t=>0pl%i;6PKvlRDlWq|7$O!;Be_ ze46EYbsfa@Qoyj7%_p#ztE49MK^>16ThOQElpP)-K>5$t6&4l_USZq6PkNf6$V&NX z4A>x}&E9?(uF{OFSIP$6H-9YM*wl2{^3G$m376D6t6>xH@xq`OO=HS2HSc?sy^I>y2FiCm-*!hUAJNt~iA7)c&C4#JR zT7I1YQ>eiR+o<&&hXGED;AX4mc|M`XeY0;_EuR`1)CCwlNDW?Xyyfq8tgHrwwVx}{qK{7n5Qk;E=~~}9m40J3EVmPzxL5o9qbxB^kvEB`l#rhfH zz8=K(L=4W1a6BB75!Ne!!WDBPVEi)wPO#vgEeRHqol@c-ZuG7c-LI2f%e^{43uK5- zM>p&^3?m`ch!db}%b94szt4%_&*LB6qxY+FTSkiip}Er=K8BOSzZPBdpJPCHmH`el zx7ye5fcV1kw03M{=3RObQitHt@^i0szZz z6}#5v+_7|Q%u#z2V24>gIUMmEKAOs!<@5ccr=_gDAL__jn*RHd?3)%()B4a}Q3*;Q zd)7b|TS`5~LZLQjwX{=}puW61zr1WM&h-wW=oJa;(q8v2dNR-qyzjvDhS!8fuNdsYk#k&_fw`zwz}(LL z*$2M~Vlm+;48_FlCuaJg4h<0}4Cho!>mQcfi>UqB`JTpHTT)~@p-Mf;aY6j@!GDb( zFo+2}Vj58>>xbFjdsg+nm(;xsEaG?_CspBzG@d1t+lzvB)m}Tz9cC_C#3iVo>-u~v zh=^y+8x8$Wq9F=tE{2{RfJU7sfv$f)^^$M)c18yDF6pg9<%QqQ9IVzi`t#J2|Lq{a zQ^WVc5}nltOz+-2)=z)rRVX1HKW4J~Z#-vO%!u>r97@r~TBQR4)3EmS;l@@lbm&ov ziS@DjzvBPP7Rvzb>u?9KbL_xbpJK3AV;1*YUL~KzEc}n%x`oqi_rb!Z*u#vSI4?Z| zp(b{aFSfq?JrXVU&&&-p*-g&#auqh;&z3WH(I#SRui!RsuG=hm#)pL9yKPPrIk`BF z1R}3>rP(G{KMXLKq1$2h`TRx}ZSqK7#eT+4f?6f={`4*t-tUJBJzycccNF0H0w6t@ zm7aX|{gcew;*}@=eei@UQ#3On(oWN8pe7yk^C->Oq^n}bmrAn|xa4+EPfbBkUpQX0k%Vp2A$pLvX!VTOk z4KR-s=2AK^P@e`r{Ukxgs@Uq!|MDp2)83bMmJW0$$uuTSW$gB8BVE!|gx5YS4G0+P zaiM-V(C*$bj~LW1b2<{guJ7!3n_M}dXOBI0b+C<9Q*HjZ{pFaS9>h7&kOm?h2w9v~ zPgsZ%^)}bu@7w(3`EQ@IJpx$votV=F1x1|SyMXN~(M5mky7riV8)zc7B2?+0rg9Ip zpYqh2_RwG%hG{E5bZz$`J`7umddecv5nuFLM0xRID5bp@>)(NqO)_>G1O3Y9#YIo_ zN__paM`&DggjhC>Git}Q*Y#)wJxw)PGRf|VX0fZgx=cA4EW0HF#+`nupg44v7;|O* zEf3whKfpZmms5=BnKui*OhlN;w3@fo8b{ju7v#Y9R=6s`J2c0e;0;>AS5fT6wKD7V z5~*afFv*$W<^EBY)>ZbHzJrX3z9w6Kxu=C`JIA~!g^t$l=X!RYf1%{#+{H{?d}B@9 z3{g;p^@k#z<`x!6F!7d`H!=yf%`mSMpcHo3>E!$3=fN^X=;3+dFqM+do z8$6Yt`2_fvS)~GlrMI<|#E?yK)T*@`=S9EOO7^HSt`>Aai%7}l=-(L+uXr%i#yvc| zY!QbsHc_}SXr5>=ZM~mVx#LjGRiA4>UXv5MnpzYCBfPDi)Zc%o^qNrIRVHR}XB&#xk6AaZw^+Qd7pW%v zZ4Zi&QrUjjz;xGWzDHJsKW@z^@udPSOL?D-d~1IR;8EBeM_u+LJXcem0GIX?+ZVD% zm}1H_Ac!alL z`7!^f1W1Gm9y$e_(F}c1PCd0j1+E>TVd9Rz#v|HmzC9DN2gy*r=TmI@^@fLget`~; za}(V8q$J*wycVad&M1`jv+|=}NegdFBLcG`=`^?ic!cu?6Fr6NId66(;$gdAheUa~ zOy`+{E)QB!0KYFFyWN1^wL(UF@(HjP-pG2&OIzu7xhHIm6O7_8oSX_LMcN-p^O)b$ z61~GL0TDvZx`;jL6;sDFu&%23jGJ#$C{29`cas)oP+?x~P^@fCo299m|2jr8AK+%A z55*}oDLN?%CVu;S7i+P4r{P}dV$lk>(H0N)L7PK4H#+O6TSUgP%K$72Jp_VXa`~+e z<9BC1jEi0HwmHYEY-ANzTt|Ok*nMyP>o+VTt(}V8Mp~bW!j1~P=aa2jKKR6!yy)<) zZ^t?2OuYv)r6LA>EVRgv51#0B)yS2k8kNj`f_+!abhvYV*^+j8>T_R}tL^e6l1!Vt zBwun!FIzeuFD*TuUdc#foIC1>z&cnW8!V3n+17hIhpy~9v4|-)ckD2vVqCPP>4cwy ze}i55AayW5Ym=A4VQba8GPwcS$BQb1Csh5eiK5LHuY3Z9!+!O|v#J*JPfbll?wO=; z{<#^B1Fiq0=zZ{?jwUUniyng~dQrvN3B8s1CiPXR)@ZB^-W2A5qs5cIg(zVMwGUNf z!hv=-o@mFVIl9|+Oue4AvjI$)^NlzV4>GhNL-IBb7VmD9`<$5^-B>A+q)wfeoxU2D zcUUm@!f5tLVN7t${b#>tOJ0XL*NI>ZF)_*EH>s<`{g;&$GbiM{%QFY_v^X8MpHv*} zda(%?R#mXe##B+x^jV<2r$0^_^m7@Vyso6#YTo#q9_4r>^LN_E!2~23K6(iGAR-j# znDQcarT{%;?2B%S*t366wLisEsM>bP!2!B+;8c(Pp8`FwDxemb9*w~< zQM_n8a~w<0;f|c%T+%J{pepw=<)EwPFd4zD!>iMsE1tF#>Z{1be-In81%DmKWRcO{!PMnzCF+IsX}+*l!>9KSk*@he*v2F&`?n&)$~>%H(> zoa;5Z#Gd^q?T0Qqsgx=O#TCzjqUs8!VV+vd;#i|#H1}+8GMlvjUb|H=-wbjUnyN%H z*|csnH(Up$Tmxp?vOzfD5xFg{{K33*%+{oo(a4$NaC}ku6O$ar}b9%P;T~-Io777w+4<}=jpmgm)N+g|@$GPCoM1o%Z#&8r(H*JN+b<$N2zml>IWwRT`r(XYkHW|O%w zw;e|JkR;%=UFus3m3dG`5Fu585R*2f2@jHMu)`^BFde`plx>D%=-=fU&~2#2139Tj zEOk!f3EBqF;5iRYIhQp(ww25nJwwyV>8-x^1<<+E2O0*mTI?i#FHIu43WBmHN0y_2 zfRG8jFILO_If*l0R}YK4euzm4eGF|>n0U<#?V5N=D|O3~=I4%o*+!wp%XepLSlb#W zRnn3Ro7G}W^%2|Xq!Fy!1LGjb@%L6@5hZJIl3DG2L8&TBhV1pi{&@+;jT9WWb4pQ^ z=8ggehh27VNZ1q+O#Ky4&xVRkYdt0(t4?yphUz58j7+eamv(CVNsf{o&KISa&K#v+ zH2`ZNuEh9`zNpl?Kbox_qs$DIgbnA#DHNjomv}C%BP7P4%eKDp|Nbmx0Vl5i6=yoB zr-hZDUn-7Bw28tU{hv@8uA&L`( z`$l7Y=MRJJ0SnGxZaFx1%Ahc?NiujWWyIKbSr5JipL4HaWd7d`zdAWL@=Cu-R`vTG zerNp#h4)*4Jw$tNifJQJ8||$E_GNQfl=#_IALiAQ<#k1+UO$bDp*0bt_lMRRoQ_2F zBIGZ+0#Cc<&OWonmvdUc&+=XxMYH+5C>mQY0R$Kbbd!o^5Y$(zoIB!6nvp6at5h2N zE%ZM55+#j!(aL55>rUge6FK#XjXU3KumKAQ@g#l2>K{O}@ZdMiqcU(=3JdGUbxtBx zcry@MwE_VoqM}oq?<-DOGQM)&`jN|EPWwXq&o)y4fK726f)o^}*&G4N;V1xwjcl;} zW3t7tDMlRXIWJLam6k*^a}$~Pl~f4dza&xDlr9j^a^VESv0w7Dnyn&}uOnuAVyeR2 zeebbz`m_+P`96FXdpmx1fdH(?i7cN7nW9T=9`fBr1H6_?VB~yC6FON|BbHP5O%luC zzb)m4O8@j{M)7P*w;nNbO660C6<4Jy8En?3cXdyEm(89IbNIIO3?A}sR)_eyzg{w} zXIG2v^@H9H0$HGLh14u&n1l8PHl=5br#AcoMiR7Fln}OhobGn+jc}?Y4+tA?(jHZW z=#GT=kWV3TjpfxRwc11)gb2;+jHUAavug@4nqiW^~XHH&=0QW2)ZH2sNd6EwC;ZsONEry8@#?isG-}u z=W6+um#}Z*m+rvd;#-yu^^s1u^z3ysR+4BtCBn{`J>7n(&3m$FKU*!9Keuwcr)mFm znFttv;EYNgI>(#963`9Ww_QCOqG4YvbtPbyL>$bjfMt(+-iO2hZfkfFqBfWzmTY0q z62bEcXwf)Vp!bbMQ2D)O!)h<2aRe&H>fp)C73ka70dU00w@Jj()Vbz$>-~A&O8+>yzEsHVRY*>~@wCE0anwy3MzVwNJ~J6`oW*W{_+>vBye{pr5>K|mqz zbQ`5jdKPpUxq^7zwma9}&MIT_urr8^J`-y*$n-%^1|DSo3CI+Rld}j{)KK>P?%OxgY|sz1S4Ym^sUcL5qxSj56UWF_hH$z8P@% zc}7^_DF3X1fR^m-Yu?(^Eno;Ezv0tpPW@#U$Z*^q*tU5*^P}U-dHKz?q^r4IU%ga) zI-do=PL{=(OGTl6*0H|{`sT4N9(O~OqIgr5A7M7LRaV4L+;4r^tev}Y*R;J`QfEP$ zMT5)rVt;?%Wy6f8Jv+9-NI?0{7l?W64>PoPMp^dDxz6^7F)EPN)m1MMAgj9ZFBvI3P>W(+^NeowT`>Q zwkHAW_h3l{LT&X_K)6>O?Rs}I-py2(1kDvMVb|A`@K+J6;sL!h>mo`mCrr|_aYj|t z*fHm3J}!J>NSe&)*elfKS=og}H4 zF4J=uT4heO}ESkUXB}-PZ3~ z#wD+~z)>fcTHvSYg-$B^g`q>pQ9C+FYgeDE%x)%8&(lbAk&aG+qP*B*e z>Egcm=QYx)(;p%ykwpnPwr%(Pw;YffW4CxUidezEMLr8 z2qh?9j{=4;;1C0q){%E9LB*99_c_`78d-2O-ybzE$>biAsuE@;{8PkOR#8h@@$IHi zJZXb1-oiN7<;|~@Bo!$iPE;4a?`XjxB;w;=W?=V*GYSS%33CHk!Ixj^PdVWT>Yc4T z29+yH0t!6B^T5#R)#do^mw=xX%PL)OsQ-;6qmeLC!Vyz+SCRbHX0k{YV42VN0LegT zzz)_3cA8cZ6Qn^|4b?B*DbX8dJGfp7A4bW8bt;*12N-+ulvk=*S}DUT%A7*DufDyQb7flp z$8%ADgKVumZ+5pKp^iKOpYE>4a;k^iKZvHWA?G2L=76! zYRBb#oPXI-7tIFT1@zOJLBP2_4L=sd)ZUJ-HHrR#@-P;4-DGUA&IF`=do|V!+tOcl zDYn=r4aeH*Y?Wy6?;||53b`Gs1(N4H1!Gf0Jd4HthLi~z+w#?%%j{MfV-U@_3wJd8 zWyyU|aF^eX_KPgXW8I43JGj?eI|@{E5>_VJ!NCvA+bFYgpSi1OM>LxTsO!d=2>x*k zKvC8l2^0n1pE5ze&ryfY3_JJn%08_ky;yoy2`S>%dpgqS%F35mV=Mb9)B$$~A4T5F z7Q&zW-6iIG-OY>6^&_T@`hvb4uUN53k0{T!7*qK>QeV43sxn=_pnu(Yoo@q$mFS{3 zgu~&ssp5OB^hFGyzneD2><_1MvKYhranlSPE{yB2veKVkR1=e0@@JDoH0{+~$Wa9jbc|WZ~9n-|f#ETXh%ABV& zK8gbk8|fBOY!OCW_^4Cit*%Su3W~Uz-H?!vs^!$x8uqj??S$b@C%ee5hCZHP4mO%d+l7Yv@VWk{*^&EiHpnt&I~UG? z5R|f)<)%VQ4Q-nSOCWxeh$N@D{@_IIQ&f3rfG?lV-T-vv7HHKk$A@IL5^V)`10QX$ z*d=IJJndsmETYAU3f%)%E5-r7o{cUiTDx3Th6B!3(Kjy;A{wioBLz9d4{Dpe`uKq=`sP356$zMheF1LkNzv>%_Slh24mA)=>ap|?Qd{9R z4Fyo;q~h!+3`KXX!X3;PDE~sttoB(Bd1UHfQ`+kas^B^M?Xzv-$E2eErIny1x$G|M zvEjXWrtwhG+FPab>l*#|gzo>XToqZqz(6>j;$W2#4NKW$br#cMY%Ev}-EOvrc=-=<#4cYe1;83VTCnm~e4E~a4@>wb^wiLN(MU4# zVNcrn4x}>6;7r7b+labA*v*Fpq`mYQ{SjmD518r|e-19WL4Z^xG+^}rw2iwqrw6;c z-+VYnCh%Z$zG9!ngY?QtBnMHlC~8MH9}YWI#!C;|+p_z}hhgTQoenxKdf~<3LFxR$ ziD4i_wID|6v1Uh&>3`OHK_GCH_woVsFd+a{9osq{ES=m7Om0j;!JM51A_%Led)CVo ze;6bbqpUV$`es_gygfw)krn|r(_aR;=rO&3vxfC)`zoYpKIUH_8Xvkd0)otKC#}%+ z9^KQN%mF|I(a`9=r;3MaoBW!&114LN2cy+`ex0D_zncrndehY^XCNwdwEa+c<$wx% z7xnKt7hyW~3M{0X#NmRAK6lv`U0uC&eK##6n@LQ9p7@n)_D+eZ^NN?4%EO<>c65V} z(0Q46L{bd<40G@cHM4(9pIn$?Bv>_~bOEzUo6!NIr92yRu=MSk*d3Zp*Tyf#NLgML z|8561>45=jG15ThfPS)*Qh}~ET^Z;tN#5I_=~6(@5Ff*;YR+dZKIF;gq4wGtLLp3J%<7j=4Pw9 zA$E?RwXIqXx^puvJ>#&q?>7=Hk>>5u6CD0qw3QTpj~Le_Pa-|FVthx|8p-y0Qo&|pQQ++9<~HZJ8GEl8PXHQ3jB4h-4cc5a5s9J z53{D-`@Jbyh|zW5rTjy|tZqDZGx0-ja~FPsqr}d}?uk8Rn#2v3^tRx~;6tEc{RQV@ zA{Vyf&$>;ueRmc~OQ(4^h5bB@Qk${3Ro2(JASHL>x^#KwJEqWtm+43d)pnXz0Eu*! z&t0T^_up_^OXf(IzhX`Th#pnIgN6=;b>L} zkuB6=q_Vy8t^22b65szBI4ApfAL9#-Ae>d}m2>NIfHQ^_n-3}^R&N%A29pjmIOIw z!V!oUBHUzH!I8Pl;lOTZ-g_UHm!)pIWgBxevy=C8lnYWsEk2CP>8)|DpU$a}Q(&e? zl!L4tlPIqW#6X#~pyflZ2O%eh%J%B*2VYmEE5$36z*`oOWBgApsHK0#fz*&&dr|hR zTpDpaZIx~crbc?4PrA#Vi_SlRYGG)g<_^M|ZHG-8wN z4!EDe&S6^hVLg67&7r6T7b-@I*}PG3{;sc+Gq~Iz&>p>F^rveP5J zTRbai)590?;klg(4?rN&U zTs_1%4h928^N5Lzbg{&M2-`k9@e%9Yrr+)&2cSxZFRPVvfN(ons?vHh)bq}1x>TF8 z?05p)kz&6yN#k>#_@Hu-q-$&xhk~78h5>y8&*Tuu1wnlhP;}!>dOM6yF0!CH?L5*y zi(Ud>Ao0;SNq0ym5H%IouYezRuANE@=q6sT&R|j&6rvE!Zp%R6FQuioFYw>4>I zRrq_^ZW}jU%VwUFXKUsSD@&8e2iz@92@}J1Oie&? z9PK3Q&9TK@Vv|&MmZjV6F*C=zbD}V4#E|DmN+Y%OXx3&%j$vxVs*vsfk3N?8EJgmB zN0mwA@}}|Rd>XuG$Lal2<2QI;o{hV=W)(5jYa3?H$M?<2JLHq$Ro~3(8~GtK=`3-= z#O3a_r*QkuLkU7+pYQ$k?1O-Deq^&k2tLz?eFgGqRmIYB&n>FXSb#1#p=_7#ohDWX z&4U*8DFU)?kq(h>0`yWxy5)KQi18x6A(~}=TfA7)Gyiv-OYc_%p#ON`-?CyGO&&=R z6g_gy;V>FVnkl_pcjlt5^TJ;!`|e=+Ang}oR`)Tu$z2)&kutS+S63W1OZ$mbe`wVPJ*ydcT z)AwP+Ry_Z_(d49JCgg(dEN-hROEgEo=Xc7-}PM z5S=bHDwTesR|fvBxp)7=cP#9C*2xlq(^$Mp!2gw9@J->w1{*2)PHgVRJi1q;xc6s~ zRKa5P;ELP3nzVt>b%c;Ae2$ zr_wzy_#EHi)fSzwoyu9sb5EMQJm4n>#~c556Dh)xQ^?hMzZRNaA5Olx{qHL3?$wi& zJ|5Q2pO1B`So+2Qx7a<`8~c-hJOR+b>X`fnA8(3e-91=S;H&ue@R^fB*j}{zf$;u} zeR}RPa{c>KEPZwcRKV!rW;F?TwEG4})|YgD3pL((R80(S;|A zF`nO!N^&XL?b7r1AEceUYX}73@{Q=h&?oG!tmt5#$vIQHz(P@1agLNgS9PV-Z-h1; zRRK&sPY2Io2CK<_srLb(hg!~*&PT4_#e4NB4);H@tl-L_PamnfzAOyJ$vsU)jOiYo z*U+!iWyusanFDb#V7dq;rl`2Aclj}T+hV<3j1DJS&0|`k)CW5s9PfsG!xq)dRKTy! z@4Qli^meM8r&OX8J-hN<%nDr%v3;o1OqQRW#5DQX%rOdAdEL!oL-LYh@-ow;{vN&y zKFW<|^ucKI#odyy8TrHU`(KS`Nj5o)|8D}X4Dc2BPt^8*v8iPHwMWU}haXSUhw(>p z-zRd08w)gHXPmnq-EV!1vga|eY947S?7w5Tp~9+{9j=WSS!GcLaz85a1{1ehkK;df zm8j=p4$k++uP{`W8mzXPR=K+YeS*Yr?==1W1MRmxboX~U+8<`h+F2?iksh?L4D(g?_?4MYSKkdO`msVN+ZpVq(Rh(Z?tGA^9IQSxT7FZ|>l<_4CdSxt?~rf-&n|`c34tz_E;uEf zLNmSFTuyQFzm$Wu8(gM&t@HD{ZOYyS@^=|efObJ?p=*qe{*&iRn@<;8rTakp$E7Is zDI5f`(_;QD(93J;ZDbwa(fxE?n^rN1$Lug^|2Xkd5hc;eGC<^@uRq3U*u3Tm{!Lit zX+DgcTr8+0^t-=JLRbS_kgqaK!> zBd+%+cH1nMwDFl8bTQVo1@mU_uhr4eNnc?7q~0yNtyzGLofTp zo_*2P>THR$sm5xjuMSVX>=Z&^yDK4af4&^BqNG;F)EEi{7mFRE9p1Mg0I}PP@;b`p zDjC&No$)%riPvZvc~Bx$$(~!gwenIjXj9V6xK^|LU&v3l`Y44ztjqe0K4HGg3b89`YT-fmIkK zV_;ZT)R3JJ-8EIT)vo|y%!BfX9_`#*R%geQZc`UtzE>7S@*}(I3B~Z1(KYatZH%d* z0$#@a1wq5+!W|H%Pl=z`x&IPw^9xjz&-aho@2D5Go)~6Y+U^Sq@665BeY7Sef1apR zTAqsgi?V(d^sZKYAt!2gCoiAQ#u|p1(2Qi)O)lLvRw*pQm)R~`w8{(Mpc9JRR*R1w0|I_2J1~8ZOgCmh^iJ!M2 zkbs)(JCsLUmvi&0a*UR3x07W#tobHFsUCw*CHe|@7XAE&n3F)?VI!x#tqU8=bgotE zIH=|5*?+zRUDM9r9eO)GM)0-De{EcgY+tCY?)xy@(=-YW%{|Bvmu~GuGxZ%9WNwVw z0{yBgs)Cuh*&Aii8KPn{^0?_}adC0d=GKjfxK(a4{UhhAjjNu`jc*Ndv_tFoj9wD& z7LX*HTD>8q?ALr~YM)M5qlkcF+%jKy_ffjV%@nOSHtGE3ENmOajxICpVddYa+p|P3 z46ej{rdd-!Ki@D&8DSXhXCb$rgAo95%j*{vQsU9{slEC%49OVb>B*B(%iEjEQ!&<` zs^V4@k$rDMjb+358b_98YjF=T+lPI>e$rH3BXjGh$J|iFLeYoQQo6_ODJCr$UhZj8ti zUASodLMPtkm=K;lO5Hqm_X?p5PDML@z4Mpni}P3Cd`>r9M29ZS@9UCSh5#mqRqD6( zAGHTgqnXdp=4o3WK^h?iN*tI*4u9avks_rr(>d@R_cN{%*%+mW-P6aizD!qNBb ziTJ5J2&Xb)PByB$x9vUTDz`UIJmGBmR_?7hWcrj@3{3_zX*Vly`t!Gjs)FI646pu+ zMi9=!{FPvbcPp|P3On{c{=ShB^u2Omp@-Z{SXYN_8yWMzz-#$Tmu2d*W_i6G;9b=| z$d5#8f?gGrBS11p4#Z`iV+)urQL~XwDPRY0n9qIzR_^LFe^#n}0N<)qWlBM83>(X` z)pl$_zq8ap{gZ7LYngh}Wm_M)A&2sqE-RAP^BuhdCeI_bSL{KZOq8WRzGY~E`a&8< zRIS_t09L|6G2<3a|Hm@w{vtqo{lUk>B)%SK&LCmqfxO0e44mED$s%edd2*>F zpaB!W1T*Z_PN@^k@`|?NxVqB*J{fPR^LEW>oSK8B5?JLH$rVRv`6nwh~ zZli(kYF<)?8;-@j==~Pc&$Ar*R*Xjv+Uf%L$0D) zj}^CP8pk8hd1eozp z!3H(oQN7xfId~q=W8nWvr?A#ZxX31V+q`hJ8s(FrqguGQRk^T~61SGSq7p4ugY29n z_c)t2zb@Sqh`Fr7lJfS$!V}`4eNRjKxVV!eApI`Sxv%9E++Cg_gH_biOvO>^&XBCv z8?{E{2l{_ZAEaGOc4VX|#%U^sEN}@{{oQy=>)zZUtEFvAdgAoU{8$~9&ds|0dksw4Kh`jT?McdrkM9B*&~|5GDe!HYE^DhNcT*GP4)lsbrh^8)aGjF(=vgU!};i z|Kt8(2rcI1#nBRdSh(ep(Vs_o&>x^{wrFQ-$&_~Yu`hKojKtVraKcun07MD{f=WBu zMCp3vmvz)isUbL^4}WN5G2M~IpB;SZJF&~=s<}Tc%RI*b9XW=UsR{Om|d1 zlw2&k;p-9sqG;7UVv*j0)T~{77eDbstnb5t$v@SZ5X-F+kVOwCxsL6dBwXPH~ z=-^?d2d~?=)R-8|;`z(qhbg@*|M4R3k7guB3Wo*TNe)8Sd6-5zE5a|pAWYTXXh%8R&JjTdPJk5ZD8 zeg39DN`1GQp;a$haNTi&h`_^w}=HD+-UtCH`XUGh+@C)?E~MEqo^?CWru zXY?RhYUz1i`J=>TOPG5pz=si8n7u(NVPLd?*-DZPD}$}*yP+7-097CQql@mh1+qkw zf44<;Rmrm`mwmR=y^lVGOK0qxlyS|Nv|2;qH9eXO^YvMaU%%gvDtQM)VO#jIgQj=E zZdZm_GQU{DSOxLKQ@r@jrJrc$4(lGK=+P#gt)Xrk?c|gc8k%WfXg!TNPyuTyb1AVF z+3|!Z#=WwBZ3xgfvVQF8$XKG`Y=Yms9KM*iz9Y87C?0!y4FLK``?GWAjH#=o>9_oP z<}=kGs1nX$sX5B)pue9x)0t)@Go zQvoTHG;iwqCE- z%kD;|js!-J@(=84*+fHDXZLz~E@s6pzpt%N|NCW{BBNWe68xrI*VolSZFCs}nI3z>Vclc@>7bn=NQuM97xL$8hzqSHpt}4*5n7Z`qSwmZ)psDZ z54?*Q5Ulkb$5Z3a1n#UL;nS$$NMPS#z1m*v;Yp?yzv*!Me4ej$fxvs6%;{2f(*)*0 z4yvxKv6h$)-;p81tkwftyL1EU^F;}%>c|wAqd1~IF=_S1Q2}ayQ1}Y2>^O_!;PSx-b_SZe9eI$PC6GqpY0$njCCv zsqLnvo&pdr-QVt>v>O1&y5y&ZQkbxOcxLPC@~8uDYSL%^QKwkef??+y7X&D)pSDd@ zSP=N!;0Q)4C>92GcMD>slbXWJbo z0(G{wjhOR)aD@2*jR06F* zI$Ci%^zBgQNg6xY?1gN^jaK{>Di9J9Y{*C)&eK=)kvy;6myMvc7&zJB1{HGw*dO^a zY83Q5`hkZ1Q3^y4;T3Lde9=t-{P z!IjXI^s#FOKB0&|BASO4fA)Rf$&q6Cw`F&rKUNH9u_HP~$j&weseG4l&jdpzbgGbC z*47b-Vqq(-^vd`Q zA;|p1IF7Cq-F?HYPi{Zf7z{XmF*rYz93pD!E3qm!M%=R1;?aR&#B`oq=+O^bXY1hP zqQ7fk6Smey7OU_UfR8Zz&-tw7%AHkENCCh61@?d|vc%-O(hv${p2fRu!+*fpLIBcO zE&+F5`BHqyI8ut)rU?LI-&l0&qHqi8a zvH;t%%ztnrrfS>XUZM`sO_D&HWtTMWuNM)(>4sy-={W81ZkhXG zqzgsUe^nub?Uh$?KA-HMJ_X;#Jsm>EqxQQfjb3xt-ixsp(#UElpbx-HBd<5-5fgp> z1PQe%HPx81BNln2@QuS~=f81rsuo81=_Qv=BO0|s^He-F19@p<<$!EF;XZ*}HE||< zIq!Ln3X4vN7q1hm1kff@D<(cj<2W5mYG<^heP|_O1;rX&WOZ9w)4QrT?2_nYg!mQ> zCugS7c1S8mFXS^X0Bd(Q#tH|_OisRx1Ico9n_3(?HVR*~7dmF1-CDgSQ3F?&bT)4L z02@E^fnw2gR-%$@74SGzdP;bOOYBy5_$g?I2;sxH0}pg||7jfMBtU?Z_Vy(0y#N)i z#og!kt97yCNm1wR=3O}6h`V<^QZFw&sgyIWb4CNP8??jgW?I?}--PkSfU8dnT%39M zdYXOY&Cag^=W?o82shP2nQcm+_p2@i?x)TEwY2uOi`jl zh4ZYbeO}O_v;f0h`bu3%nWYa{FAIT=aLd%?4jpQ^nUt>fo#l2Z1XFr3mZd1P`b+s} zpK5W}M1^M2tH}UjIDteItl}5D{feU)8WKb1AUr$rRWZUm!0g)pt4;jO>>Cvkl!6IG zkJ?-|xxN_QbO=mdlgN{vd9$epjqBoeHE~@%xOk%;BUU^iPqgCgW$UN~9L%*UzW=Ov zMPfo1m5g1*($A*Q=DoO-0RM`&=&naSU=t!qgZ<8oo97DEl{P5!O#XHee0}ELkJxv> z%LZCbI#Q1<+N(m79if$7k9b3p+ritb7j;L+oSX;<75FB|(PR)lgL*EuglQn4lIA<6)_Z@feUBW3?rD z`QS*|-+T>%9!s4gHO?~gkt&O=o^k~(GJ7-OYUU3seET)i^sy(0;VFZe<6Xy%{%|{<31-C6 zwfO1*zk6JJ7kb2S~zbrD5K=!h;vTUW$9iRGTeiln=34 zu_}A|VX@5y4ZbNrKG*`(znRW&*2fQ}z^n<~7wqIwQMaf%bMC<`L9c$muXC>^i%mRk zvHM%ZSmp?W@6>g{R73!V94$c`NrgwKy z^Tk@t|2qZKvZoz{%LOT$^AcgaQ3OlRCv%R+UDu2dh~IVC{+loe0T`yY+@BmQ1oyfK zbIR+5?9BIIzYM49KU?RqfT~cZ%a#onh3v#=k&R}vsrW+l=9QzvffU~rS9@=-N?e%4 zWTL*)hS}HATA8~QMjy^mwpkZ)rXVdUb@yUshw>=ks^7ti)Y~B&-@7-in;`gxp*eQR zFART6A~RzUf~~s-giQ&hW(AF9ux|e!C>Q77i@3R)st=?gSuM%fJ*m*!6%2w!>)M_n z=oM&v#cno5yYdNcFPZ1x*tV$lhbu{&wH_clqU$q|{BPVol_3@a-83{7WGSShVqPe5 zw8qhhDCIZqz5{<1GV$?EUiw92D@z~T(SfIt>yrop4Fjfn`c(#NR%CEE`Js}!)^b`t zhd(}tXS5as@U9>>{kgBr%KVmYwB%Bd#q0n)1YFeKvpa9;F`F)pKW5(?HQjz+S?3k% z)eVt+rij2*h&PSOyUWD4_bLYG54zmqwu7}1u@y5*=TzFl8p?2dx1^^!Nghm-9O-fC zvaAu^TFDrAo|o06Q2)3jZe+UDqqW+U>CG2RVvgv6Y^i)f-RwIPja-}!0=}`;OgnZs(Ct_9~ zHynX#88`lkq0+OJPO&Gl}1qsq23DWWCkBC&y0mE6p}ni)phdd$z3_b8n+=mhir_ zQ>#Q$)Nq2+VFoO6_tG`lVHG%QvybNT?*)49n)=+AdFtaxF^q_TrNusi4wWzSZ| zt=zE+wC|3!2HeMrYXg70cl2yXdWX|oDQWpZc6bAc{Dgs_?y}lMm2yqHrH~wlJ+?%j za}OP_>V~+2i+qJhwv9^Jt*FY>O{F*D=49&ErckBN_mk0JvPpO#a+E)tT8v5(ggoD{ zcstLMk}ho#B_amNp%S9L;6p9+EsyKx#=$9-1t1FNUx+>AX*HV+aNf7ol3ewKKHL0* zHL%gG0Kyk*aC_6-+mns@n0H;q5A#|_C$Pr|;ry**OckoZBEOj}OHF3;z1uhIrO%3! zOey(5M{Z{gES5bLa+^Y-&@hM+cwGk=&)jDa7b*L|N}QE#zoyiA8++Dv)!SzJBIoA_ z-biv3d>4vp=%kep%$!GOT;KX>#?Qs7w3*Cd*(Gv+3-{w8e7zohr3Ap;JEpYODSM7~ zZ#dG6lJk7ozM)LLrif8*Meltfh(xh87kj;XCt)9G3NEa)S@UOPA(_`(b)qPlVPtR+3ZdIJL{yoC0W23_xD|@v+}PL$PD&+uqGsb_P!$t^I;N2OX9@v9v9_Ol9Ka z?kHv;C~ER&^sxw8vtP`!>D7wZZqj`__rCpOHn#Zk>IUWM@%xh;FU#DCsk_hrSffBn zeWW%4|JCKu@_VR86e&|8)$jk8)*|>I{Wz*44x3pxFFTNWGuhuos2vir^NXFW-_z2? zX>7%#vC|@!6{For8G$|OtS3n zhy% zZ&O~XP*HDv%Vp*%h`lX<+Aw034RF^Nc*ieSS@^9(={sRBvAh4$AV;+Q`|Qo1=$=-# zYVHowr(F2J#i;c=op6-eRDypOYr{$Yq>U&JZiwkFxc-0X7&=a&np^e1*(n)ImS_uR zIWIc+pVrc+&ui07VV7b5;=LD^JCiA%zv=!K;?iDh!uGrc`yMS)-cOfdEIZQ$Ygv26 zbQFnm5C6EG>x|53nYzm+rH**w#`32#6;l(}ugqX1pb#aVoTTVK&o$}=D*>yGpw-Qn zIgr{>dum*EyRgzd)I(seyYd_XV%_eVTl^!nRXt`8Nyqcd8G_qprCeWg_F_Z@1z>iA zBKUjB5`LksHp;uN9xj6=F<|j*$UeZ{=1Bdpi`jg($vPw$}I_J!(V&0riY`~0@F2lg#Y^1nt9z-=FuqQ<P5W|Uk&y}_p(UnsfoJSR zm(=REkrK_^<~OdG(yRvoTDs?uCbtl6l*sh@C!;Cg!#c3|yHNWZmizLRw7x$6LZ3Jh zXTPTCWRpzRVdGN3a-)U18 z;nfPN9y@y+TBeXyR|89aIT@rZ>0)R=-L{)IZ<%~@Go#ZQV@F~H<6(B`rsvCk7y1Y{ z`VZqFq)exdf4{$TzsrC!%yx49xuoW_c)=l9I+ta^38~kLr$t?JVOWL5t$l@s9@N@) z`ut{*lL^)N(T93i*?oS+Pz$b-wa#K(HG$3^HQ7Pk-ZK7&3&Lo*J1B7=!E9PV{$E{h2Rzjn^5@2tv0m71~k8CRt=Bkt;)RM#K7W0_Y86Xh;{9hNHu{N3bU zAZDf5mj_R5E#C;cFeuM=jd33rSk?RX{q1P@R^qkoU7w{N=%mOXRqn@1!Q&>9QJYh$ zh?J8tldv_h#lMjlwYJX1;C%nw`j}`z8Tz{WDVPwOeU_X$a#!Ie;-gWlZd4zL_B&o} zIL?bAd5|VgK;Tpv*s1#;6a4Aj2EbLhn-QQW0wzTlud6F4F0|GLKCh~9C@T!q^4COR zAWbBlpZ?z7{NtAGYPkh&2R-u-|4F|CC*LQeb9-~aw%f?kW4}l1Lr5O&0s`+W>&TVJ z;a5_2R*WT-Tkemq6n;SWy`WgJ+Iuv24B+z(|Dr^lIqV`7jmZpVMf1jgY4+q6(K{14 z4eYEvW_IKCi=qkD`E*4eL1_M{fKV*GN}E_%|*%5*YxD#!Wdj7g%-zdpz-Ko7Lr z)5DvbH6_#gWNYSb_(yqr1kh%Orh_YI>RKm+w zRVB#}oD6WDwjw7U?$OExHc4~6XfAvHI;%H%a5l^Oq~;EZNAPRTy!enNE?-p^hM&0s z){pa5v{?`a&oJ`zpW#foVgYmvdOS}pF@#z+3+Gv4*#SbcN&UmZY!m8BlZ@TZxJMl) za8?FJCY`cy0mFEE$$W=fU*Oga&l!WGOX%-kwXXm(JC~(}UWF%vD@|z$$~wDUEG90gsj??p z{;ri*l>5MA&GK0dLG`%^Bb6N+OULINnhAw?mJl_}%sq?vz@>Ws7|`lV8I;B!)zNQn+UzcT5*|yW>#p=|K#7RQf%U|Ou7|7~!BU`kAMSl_D#(|E5Ry#CS2L;3(STg1!bIP6i`M3M6m9ltJ?ILH z#2$abSGYb5Zk;>bnw0ewWFkLIIO(J`lkz+w!sU~^;aLqtrb}H0gHzgho)JZ;%FDL(H-NfTL8;;zjDva zP3EEj5UBM);&Z*UtY_esnoL9Yin|Ug_9x0rUH(#j=-tQG-`H;PGWTh#k68|&UAbb= zkk8L|1o39DUDrZ0ibGuLy|j+hmtlMwA!9ac9Hp{)HHBGbf5kZAUe>||E{nZBr!g3L z^<{ns`~^8UFn7pSqkKH_r;#8#l0$q4?0xF{Z$z(kxxRHcQd|fh{^-f@s=WM@n}#$Qg-Nel#W^XOYU?QIx@AM*zFx zZfm67w68-<9S+!gw^2+>FL>GenhmZ6Jbh!$@a&Uh5AS@R9nTAX+{oF_wHlw!xSxPh zhJ4c8UI%Vp>6Vej4RA(Il@1L*Kp_497V4G36g#w0T>`U953SBWL!jWPBp1HNVOMIo z^K7i!UjMs-h|3aJ@@?J?-0u0~uk&Oc#CpQE*Gz@Akx!GtH=kw-TSd5RRv8RcW<_H> z_5Mp%MIfb31emM=SQF~W<$Af(as)DB%t0Or@oXavbasXw=Ks~lDM-bjwtm}f_^q9b z^YOZ9ssa_2B?_6>1=&C-XcAJirLB!!wL-NJ~=ZeDU=Q6Vmr z&`uAYDwm(J=}T2p_n`KYPxC{*{j)NkE0?#q0lvVm;u{9@uN5LHfG-8mL=C|Zft!Lt+uyJ%w;?RzvKMQh30AALC+T14R#sfQ_G5%QX0y(Gg$ zI##;E@87ze%qjS~_j;;VzwDdjm1OM=Ly`+ma;-62p_@Sd)j*zL z^G`qJ+XNEQlAB$-fCSRYJ1p%J~5z;*PQpKSNkc=4m!$O}zENlT%dYs()L_dk4W4vGH)x zgx5oQl4ES938P112vq;vZgaJriMFvec8U&}0=h-Zo@k`$s&XPYqz$Z;F>O`>Y~n$a zEO{d*y`KFp>*+7UIMyi!h`;)a{k;7^IM>Pl`-uQCSo*Zh3>z~^c~#2L>h*ELHrtJy zc!J#k%GkQ6?PHAk)Z^tkwdZnA>LQ189(`FA$A{YONGXyb-?Z(@59rR@NUP{?H4rj5|n0+`n$yF`#il z7bfzKDpks7%u%ZhD0^UQLCcy1 zdd5!hy{iE0;@b((bIEw2>^*fNT~H$0M@cOAJ=f#|*cS!u7!otD?$}XYSWDC79_3A| zN|_$-#BB}SjO!K=ssBwRJm4_9dvM`F&?SKs`Hno6e~?KHIL#^Et@(G($jfb=wk6jD=bIQL>wm2N0>gh^43?PR>2?vAlLa_-+RHE0NwWt9r=%BE|BEzUB z_;DEfD4ltYx%jNRk8}B6Gm$kswAO`c!T+H_iEMv=(ZEUW)b+Sj6JNc++X8mHRkavt zo*}xa6hMlzE0z7aZ8)XIL20qvv&GBybLH*&Ojj$7UKwc%aQ|Sv9L-Q#61J^+9x3wb ztuC3BgV6*~A1tRRy9T%G|09~?=YW~TjdFbC4St4CVf@u!&lQ^p)?HrxclF(h6T0JW zo5xh;)dp+KC4Tmpl?q?&+{P-v6n|zL|GN-w*5volEVKCImsm_A0M)e-1kqZ zQ;VhEc{B0k`XRyp7!E|}c4LCkNBsQ^T3OadzoK?m|EYA2bGVYm9~tp>t= zcC_|FQfK&jp^Y+bzSI6rlC|FeW3fPfY{^;(t`ovA<2JZRUCUkHxdJ^MzsZ-uqjW z7&8_O0+UVVcG9s)%LSXhJM>YGgBG?m1*2!_DfJ!&r?+v#sr*y;-g-*VwsAke3iK~k zh>O0Az?=*Lb_zMBV_qc_a}e#r>J|UZQY&yYOV$9@(fGF1b!eWf7CY;e+i`rb^w~hd zR;aDM_i;w6{1=h#d;xJOx&8)QkN4WnF?7A!pVD8SS#sg{xOWqcO}pP^Ldku1ZNq~KV_5%X5(?R`okOs{B zKOP9jc9sHIEO=;m7aaP@M@PQk!2!Gc2#lkRNe8z_eWuNT?k*norzg6Jff#4erL{cF zjYH}E%=*wXBbxi0)8%s@gDfAk5+?oO^1M*KjZtU;;VOg z4|q`Wx#6VRKFePnTjcnXkp3?0SKmb+>!WIAV!;s-Vd;&sO*mxjakp)fONcDiIDhkb z%Jw;X)C5gs_e|j1f5y#!Hkb$nWpkrYsM9>E-gh8+nI^#B2ebV<)SCrey|7QaQ3bVu zXWcDslI5~1L+^I&`p>g9I#8mjcV(-QMi*X>u0{EI(fCs!aO-_O8ATJJdK` z-xr6^wRJj2DNLqWpM-2aT5ba8((kC!=Q@{uUBnyFqBddsf{SvIx`yTL`_?u%V*#dg zfFhP2vQC4ZLQjugELTtsiDUm#jek8Cb1+i)BTcuouxfmLp4z;ey*MmUa3$9@m7`_2 zWGb|WfF@YLUa`*6O~4$qMz2?P?M)RQmb{Vbn_l-wpDqm#VRPpFOK{DtEvchA!C_^r z!)HgF4a>s21uXH>_g6oya8OTMcLp*}TgqYH%f!k4Hg9P5hdNuX{I!wx{iLFS{i{)Td(4?&*h32x65Uk zMM`LKbhL2_iQyd7x)xNXa4QXvso|Bx28^hcsNk@n-SdkL#6Jh94r0~iuK)dpM>cjn zO|m-*{t+bZwbEMB3*;Un6%YOktu|aLw%df<@4U@E?9SkKUjPm7*+Rf19E!+@UKNoCO1iQgp$>jjz#p z9_)*ea>FZ{zVvAYfadYA?uXRlM~j9=ogmhN{W;2E4}?w5e+ekoulLf38}>E{!XZ6Q z_tO7wTlha=@lBW4fDv*&=LT-vv4S|2MH0cs2KE}4C?vM#pZ zR>7(a3t76x!#amvIgUxZ-q6bS*|bek*qVa(nXA1OAtg$jG16h{QT_3^BaLK33C9^u zn#(Lc#ofFZ%ynq)JJWFu&7)O79L1xD-bL5;l(Kk96%DWIa4)16&v~nzLya`=1T*SB zm@AF;)-kCHF8H#k-+CqM`0@d6BMyvTKqerw?kRG7WHzy`bJJnuiN&R~cI z>#+Zpi@g606ToZD;ulJA0GCh;Nu`pI3wuDuQG>r0{=oHkb+stCPaMH(cbdxaGbryu zuLu(lqBe$GIa5z7MMSu(WL#%))bv1z%Uk0x(f)Ax4~>ic0xr={byuG0CcapyUKiQQ%Ne$4kY`mL zqG5O@hVOeDqtLM?t)24WgxDgrPOnX(7_Qxcl_#ivJb2e`D1H<}K!R{gkm>{MQ}bm; zULs~eWcw~Vm4?atkM(%*?rD1U-vQ#lh@iFlIJG5EohhsANj#6SRRoQQ(@l{u|CVZV zm~?`1#2U;}8ZD(aDRDjqpS74`{r$Z){lNLXGCqt=86uYXSJjXDPoliocc4Lq22cpv zVycLf9x-<1?&;U6jqu%_4((>fAL(H?M-3HydeUU`#HUTA9^_&6j0g3HJg$%U{n3kF zwn1;-v-g%43^9wL-zkY#`#8N@9?b!R9{+tg-c1sBM-~nSsh~P1u=@X5pTBeaIUSYD zt@93pBoOdZu?l_}=s*T^-n7jw`mPd&TzUa(>-QV|fXytF#wH{Q1;Hc5dwyVRiYHxmxOEK17Z)x)zjBde}@lFOYYxBsp-yE6TsHFHZ z`}g$4E@h(Ovx}P-N z@Mh95M5tKg9`@Sq1el{B*?f15egCe{kA6z^L!Iab*kwq#i;2pW-TMx|GigVehm#IE zxVv*$0j~LVMhA8H83~>z$I)6`G9)AsMDz5Gd{XXK^w*5Mry&Y`lTf zS>XTAO3=uM@2+_A)NRz~5549-o2 zmDWgKWg-$9yfLq3uRiOL5;WBA&;*W1S2t;y$F8P2rh|uBOi!KN__0zolR}d^C`?gW z{k3)Fjsts7&Fw3@zgA*a7vhdF+C;^vCH>-46{MZB#ssYNjVvfZni4Xo0Jq-5tvxcu~LP-3+-SCdzvrd zfvmQa{M;>NRa1FQN1f%iiL5PS+K>;fkszj7OSr$u*5UT}^~|=n+w`WUrb@`XL=PL9 z#ntQ3iqeVnLLx<|=43?enL>y8g(1Yq!(!y7m{2*N#hs)S&IUBZ9KXFHA)rk3)?Zg& zkh{#3k?c-CLY=y$N57`y_Emr9+@}NC)m#;Luw7}mTS5Im>4KGLMK$E0kl-iarmEca zx4Un_8!tALy3a=BDjT;tN>j=U&!haXmarYA@;(Urum1*Pw7N##Dafns)SnFGsYtS~ z+EIBql^#sEM!iESpD@&?AqLSxXGX#yoDYo-)*fJ z^_@6(Zu{w6hT>%8`eIp_ox23p{|?g(qdYnFBrkpmP7Ym?uLTGzixM8dH_V8Fo_*+b z&hjB)+v_Fhov$4G0UcZNZE(fDzRgm{DYf#z%YUX25vCVfgBPhj<8^mxYKk6F4+6Lq z|8&+yd3zl3JLzv_%luny)Gafk0|F?*p{?h3_FG)jm>+j)hjKCF$;eF*Mdyp{gpiwq z-(?~d9-(x@=9xGomgGNaQE!SVJqd1)*`&SE#Ms%UH78o+BX9z4J<#9={}a>y3OHp! zBp>;)F?(<&_(K=#z0kx6#3HGzxBpi9XJ@ZmfAn2Cs|M>~8wxZF6Gk%0+ZOL4%Tn?c z`<6Q34*4yRuhCf&sMyAO_l{q+7}O}ou7en1ZiM4^16P5xbY_-BPlU)cFgBvvhycA_ z)B$xItbIRR?4yqzX^E&a5@8P;_yAZq)3#xl*D`F|T%jQW3ms`(gLj>aCyc%2ZoXvd z*CEPAR@{{fCRK*->ytD+9$!$F$nn*CL-eS5$LQ{I++M3Mb+%N60G3uiYs`&)%NcptB{{j4}lgZZK1L5UM&0{hK!P{Ro7?Rg1hbNwzE8e zp0IBnA*uYEAhd7s!q)zyt7I&-i^nG3#P2>cbc;jz?YzHLa?Es*?B>1QMy2$pp zn%)8~cOpXLkbbp6VnuA_Wo_FByluJ7WElr1u6^Zpx-w0R^n4XhWL4R_ZwndRtA7=q z@3avqzrMwWtXAiq& zi~x+;$E#rK{jchdMKy;Yx}DP+n~*nTCMvIl&<1X!B&6npa zX~mP)tf7PdX5!$vr5ji6*mn&?fZ4WV3Z|h8B z7hI*5&ViP{_nHwEM3hx-CF#=CzrQU*zR3X2l+1lA;Q5^DTn%F}6H zx7~pAZr&QK^`key=u=r36wYt6*A^->!D}Ke8D&5efF~(q{^;9y=(iNzniuQU${IR2 z?AvqY%)>);##UZ5<2I$$3+}~wFMpAG-Pp(XjO<*YPV4<d`%ONkFT`DY;1jv&UuOBtDV7P6{;EQOK7Z0+}IXvn#cZ@cq|l+^)W0k@67 zNwxZ-Wd;`5s#T&{moazQK;f(?+-pOWDU4IBaT1%3yZp^lr?u_6e%|2BbD;je(7S~A5JB*yfd*#dkZu-554Vs# zBs20*JCwCo`*WS36jq-Xztobb$0TGHt?;t{8jSYc@o;VCpYe}%oulbL7U;CeJmw6E zU0j~I6^fnL6cLK%QdN^K15`e;O6O@MbJ>mqfx+y(!@GGvU|z}SNwq5z+Klp(r?mqWtE-+^t$uB=`&^s8(3Z~>n&IBL~O{3Ui=_TEbg zn0nW%T_G;)5hkj|Z_IR*>OmVyO4DW(E?w2BI(@u|iW~&|C=9qCIsUM@D0EX94$zBJ zTdj*VKBcbPiXo>rlB^j$?Pe0cB%?(*K}5x=m1&^KM^+fbhY4oXvfmH3RQ%ZhLaM>S zq2o5+idavIr`nIlh$B)WuG9|d1XkGUitCQX+p>8?>l{SL=E#RS1DyHi5<^va)A8s%9fkqs z$A2viS&A@_EpXtqRT%Xy>Nuy;^94RzCdRPaez_v3E7U7xbEfS5A8e_IA$BimuI6{i znWCbO$c~B7L{Vi_7dQj7Oa|f880tR3_H_p;KYO<=p(j^{9?l3hMS)$v-`6*1G! zh{?UEd^IK<=}XGyz}dwSU(b{(F4B9F62#Hvj~3VuwXGX-5a4 zH=|5QD!H2ISl-{>`1V+F7}TIZPg(FC$}a)EuxHjmM3=07FFx$CT0b`Nh*yx0W6@{` zJ5+w6l#w?Dpv{X<6J;J_7Q8_cS-UCf{%)#J6PW~T6uj0x1HARD9C;5O&x3XNa!H(D zC$6PLf1!X|2AC9c=|op(7sl06wC-QeasQIvU6R;NR{62^XYZYA=J5roD)`H%zGjiU z&L+(W`XYrRX;q2HS6&No0=YLj_eYPk+ipi^nI3HM&TJbGS>k1)bVU=c;Jo8}e)}4a zYLAqEQ@m)El&;UvGqh?z)3a}s88Fy(_lC&LqR=fJoqAJSuiLBCdvObDLh0XJ=Hf>D zC~g|EQmBI3-{Pb3E(OAd|A}0_q?{^W*8d}qaGdJsH;3e8QP%4B z0{BLSI=%UEdnVBuhmN+KBk-xmFlvHo^l)2W&(NqIoa;=L6K-1t_y3H#MKTE_8uP9s$5>QJ6w3w^cw_ z+YA0Pu&9wqh@aYjEvP=&mnfR)!`)gAr&=5ceJE(DCGhc+TClqF|I^-izq8%`@Bi+t zyT+}Gs@2lgC|Xe?Ms%S?joPzDh}vq#Y^y_S)vTS`Taenjc8t^tF-s6THZi}Ketv!5 z??2#sy#3%fa2%1y<@LI*^Z7W>v-+9(n1Nyqwcg$V3?rvm3)9H(gx@($23>d05+6a- zPPN(qzqM3jW%ym>hEQ~%g{Zd}_8V`Xc}4LVGa)~Gou0e`B(@-<&{S&j!$)P92IM+k zaF8C0h;b0JB>rp!{LXd%Ni#t#)R0y=g4qL88p~J7i*^RW4`IK2ljc`!!`~fQ2_8hr zeg~@lR|A$-_vf;U_zVs%X`;HALWs_bk{Mzvo1Hu*wGytAJ6E$xSt**Jt9rux{ELt) zYkA6blenkP-MfO0ODePldF783SvVP9rfQ!flm`;27xKY22JSTp&C^m@vPpiNT63cX zf0Cv4$Lnbz5CR+OrKgQ58QA|_ygHP#q|=IbKn5+=kTCadkp(Fc=vXrm>jqENWx|k7 zMl@M-JLDQ?`X|eTUfM8%&RP|?I%wcTSt>|gzTHI~>#;2%8ev_xghM|(cLnFZJv#y3 zbFtLMee8_Ft^AaOA)-Ns!S|$%^>r>P^L}^(@S}!}$F<*A6e4-4&0c^~&Cs8@8&pi2 z=Q5>Vmm7SXx!~UVVE)m;IDNlA#a@loMo)}d7uyXHdPn_aYg>}jWwgyn3YZ`abkNkc?AdXi2=ULM$ym+uK0 zy9<@02l4pS6>FO!JxXzjg0FqFrQk84M6^QCi*w-+q9Mj$PSD>za~7ml8bBRN4sv8p zU%XYdQR!G}|7mYn!9ECf%%Ae_j?b2*c0KL~&i#BrCLcj&MYnsbFt6`Gs8XGE&uO~NtNzuqaLA8VRj*>ypxw$&A*imJJm9hP=9y_Tfo=-)Spx}`+IM?2hy%CRm zI&~GqqeyltfjqlL58&|pNC|D-P4Y(2+v|yeMV#ugTeizd;tFbcyDlhCEf-mKd+=?g z5Y>!x2<%I%_L^|ORX#a6ceBERf%%(Zw8o7+nj&Z|Uljj4VQdo{;VSAgeUS}EIj=#o z_?^1P)v`$=y;S{&x;i~cYrMjY$r+4mZ@3wo51;-p4N7DB(c-ZM^+J8S*g@d$RX=DM zjD&<-boKEOfiYy9Q!wN$6=8E)e{^b)*(k-oX>xSv;A6u^$Cjzs| zH!zL{4k1~;BLO-(y7WkhP3(Wi{>h=ODh8x}@J454iM+eSHzq7BAS(p@(=<)cEQ)siN-=cwa$LkWQ+= zsw|xhzZ8wJR!?&j|8z3Cy}#|4O4bZ1`5N3xWe{&gAgcjvQFrn(23(-G6)a@x1y+FKS!wF@@?f^GrQf2U;J?z@@}i zgjn>p^kVAiOpT4$mH^z3?;jywhfSCicmaq=gFM>XvH_Fb^vE67kl4HgYx7~ZD#4Q= z9KZLYNWia!pK%;d1R1}dZr)-QCOo=@}Se zJTr$l0Dvz=f_6)hkX2)fNC=i96*LC&-z_hk-ZHR%X`M_na=wha-vN0lU}l>-{S(Hp z6RBPIJj{tM3`}$L;qyD)!G<{7z_#gPeVH7|JkVu}i%l?8Vr}IXmzgH!?Q!welBu}=-;N5Oru&K9dZ8%a}FJ$EXGhp)u{R7i25b$e%iD7NxYYSCWY zSUI;xgNGLf#5v7Ox#BZ6r5z{c;s@j!bH}Lp5Q;``nn*G-2!C;j=;(hGwqePr- zH^m;A`Y0`U8I@>3c&ME(UMzENrZ?$1&dMNQksA$;+HEH>oDFo5N$<%|2~C<65Q8v& z)(}z{!h&-OF<|1QJ}nc!Q;7Oa9`!3X%5}B0{WjW)kuEm;VwbQnTueVDn$U{>xB@!Y z@D2vvZhGr40H{UKt;?4svgy`!Q5ZH2j%rI)MpN)BYh`h^-=}-pbgJnR>elv+_02sO zku|JIVR6bGuH(Hv{nu1&x~E*N@v-_4lW4JTH##tnW|q}tN=lQDuXxX$wJNz$6uIO7 z!n0b6oO+)ImpEiT$ULGjStv!)Y2Kk(;H*%HM|+>W`NGUePS} z^$2=xiM{u-?;5A|4k}Q|n_Pp`ZV58a?CC(fXxb4R$;SSQ;1qk40HNcxb@mIUYyv!? zd}V(A6)0&8rBo=3F%u2H1VVUmVB*mc{GE40e$RF{e@2O~k>Jt#ihp%FLfMi!)gN-7 z$R&imEIg4?ohYc5Q=FX8wu69&gdD_1J&R_zN4I8g@Ui;3*E!xrC#ZG&FDC{8{4$`l z?E+{U)oQ{tp47~5 zR`~{7jY|FLCy}rQm3I#}Kbv>;=y6VZ!TJ&mzugqHS5mv z5T1)iHIX~!ZkBAFDFWNmVH?>h&DH}9AzdTOr9een-yq>$U`J9MCAL60Ll{urCVk`Q z%Lvb|pk7fQ2~c)}`duuxp!-#Bp^L}6j$=8(N#bQ&qx(IE*s0Z9VI?%t$7|CyzZVD5 zTJgSOI($_;4&%)f;?|byQ}K~PFIUm=zuGr8`_Jqv^Gy3jLeNVfn+*9x ziI0Q!IFXF$Wf8}qgKg>5t$j`0(30;q|IDUS_r+iF5-Qug=@Whb$T%Zc>M7p0ab> z0^P&nz#TQ!nF_r_s+i<{M?avV1s6_lE#wh}UFvIcZ(k1C%IoAd*pdw?kC^vV?n-^> zQ?S)MoZ!6zmFP>>N2$mN?g*SW}LUIU%`BtUc9zvs;B!x|6TiIwz219IG(+J z7ei5=;$SWpEg(c59YDVngoX{Ow@92Dl~uP_1KDVpUI$90`RixvYlz#dJdR7Y!RQ5N zJXwii7#8EpoU!>yV=K`ZBu3&SHFc!%GM`3w!usKFW9shdb1#4)UeA0K0Yhr&t5e z>Iq9Kxy9^y*0oY|sD=yeA<2}PiVdHi{W4tD;lk@mw+KB*=!AXD+D<$S#%ZgctvCiz z)*Q|A-yk7LqarG0aP{u8M_V1*({;v#KMKiG#jGPJVc-D1$L;;173g$rC%dtL zL1;w8J%{QeeeQUK-r24_xHM|;9uBI2@}}BcUd|t-4k}bni{xTGp}RpZu0}#dTC7CB&-Xl#XC{>tRlUUhCvXoIGmyH#5rMqMEeB731TR$QY8jT1K(j4W&Tn92K^pKZDYpbs9oYW;eHkJ>2N-EI;9(cxzI`n=aY#;;S zP0K&KtK2Qy5m8VMLeW%7~bnxIMoM7h(z)f3hg>)7*6@m5jVgsZ@m%Ox<0_fTzuwo$-MNDHqleUIU3@NvJJ|yd!#cXeU4Yvd>lhj z+cMhfwhl=-$%U?J6pLa}opM&{o)PQSXR}Zn&u5V>_J&IyBGN2>#Cg(mW#yKg~@TnoXhM^XD%^a~wvu`hb0CCpO{T6d`vY2ZVk^y%=YD?+2g|Hu|8CyPdu+ zLdB^yHs)B^o}IM$%WYw4XO_;p#kFz4r`E*r2&Foi55~KhjYKmsH=o-h-4*K_vDgEa z2NlnPQMRf`A0Kv?E}%Pio&oUH*9!!dr1nn&BWu!cN)LXCl*^d!Ra-Jp9vVfsQl$eQ zb{K7ljtuJ$kFJ}&q{_)=htABn4dFU()!QU6Q>yLbUSrSlvNk_J6bG+WO}h`BphwC9 z!!d8{z79@&9mY_^2YAZIy)5b(}GX|vpa+7Ihd_LoX>$INS+#a$ZZ**c3YvPM& zHPhxhqzxiqqp;|n^4}_aoIKo}A zn7NujWZ&Kn)o!Bp#Uoa4*WM>jh8CdBleq*Z*%+Nm*9)4@{{jmr2A%N)pWV(Eh618( zXCPbH?dtd3p_8wI!fe%GU2rNP?xZL04*j|7w<7~(qKmpqNAiPm{MC_bV@*5Q4aPbW z!}Fnd?R33}hoEz5Q7@x)6LbEqq3jp^A8`VYaFM)sVng12uTE?qRAhPr)$KxFEy@FK z^f|VJyf#&_S@R^_&=H5`J!E)Sy6ParfbfgR&<7^arABfWi_Kuhs=FypkRzu z8Ud%^Qr1o3`^#?o-9qn(aA_jIFC{MT0vZz-9;gQenF4!8*>}DxI|=EA{0{g;So{4H z?+`*jZAU@x8kI>h5+q*qAw-O_(xXuhOq%^Zi_bD1_1mll2Yu?4&AIcXp_bK zoFkV*!-G|7PgQE)6FXZ{Kq76s{ERchvffh5YN_V)4}P%(QXd~eem9&y$9o!;D|T(w z5?}ra{kZ?Mv54*(M!)rRHhG}FlR>wX{@dc&U@CQcZ>DSV*2s?fU{29~XQ$rg#X^q$ zH|at5!afauv}M}Gz~~2?EHmDOGPWY*VBb0{klx+`>5=Q3o0I>wn4->>9Mpl)D0p@?%+19)xd))MSj}}o$493^pb1t)u z9hGe4Ev900H=hPj#_o=R?v(%}E;jO}HD82L&U?^b53&163|NI3=RrS0u5OTlj}E%O zDInQDXSCalBPFqVGJ7aOs|$|d<$kF_otL(;f3fe}p~OI4*eJY|n+93aVv?@H?E8#T z7vPtAY*&9)l7!E&7@zi z0bbG(;sI!Zkjp10+>UQ|Qz41h@^}hF>@~1AK2ADKW46j<6FH1T`)s_JNFI5s`?54S z4qKgmnca=qNfw8@yGSMj6s7CrT@H(Z@9Y|~~aZhdU%D2S9wBn*026W_k zrBR-YVSGimmtB=pSCN?h54av11}QM6bM~ZW7N2kqgZ zd*5K3DwdRpMO8A(e4_B8w3{H?lCyiZ4X(B5bIKlL#o~83miyCjeJs+sHn6Kg(A@=QxntPpTRS6_IO2BcroxSs4OnweAkS(u|(P47e^JZenLn=D=}Dv+T_F=hJJ<|z20Ml*>3%#BDADgp=~@R}*{5uNUaFl)X7SYPyu z@!1HlrGJ7AAVw%61HaSHo9uzKUIC^{d=XRojaGOM>?5Y*aOem(}&YeNR%stBFh;mPow266y|#?>edJ{*Dp?H@}Tl z-IoV2tT(7hvcwRc)&>6nmrGuKCbanz5S-@}5Wh{jzDrtsDkOzr2pBrBOUydje>u%PVT z2&D&!Wm{gVlc-(de$`E)fM_C zuQR>2h61-Hg5IrWlyHQYp4YONsU#@y;;^9F8ubCM+l3nNkvSXn_{vwsb|q8hg{f$&y8#8})P5zkk87!^EWAyzPX@L7IL&3CGdV0*joA%Qyx@8olE zXXg2-&f_}eZrJu;Gkm6KAk&&{|=0<fNS|{3PL|5pzv|Umo#j4tB0q9_&lbpwZlDvgbUiuTPGTWOrjbJypV-Yxg7SqGzner`1(?FIGu`nkrz znENTYkw(_^S1{!P%K=5?-KC=H3x@M$Ac`% z>I_zJ*xww39O3v1t9gMnpWNE0gO?b_q<6!kLpC~bk_!F3^X(%Fj&o9NwowPRqD%>K z*~G`WLi+0h9i#gh5yH*gwPcJN z5Xp9RqID9(oax)vNOPCJLR`Sc<>zBf_O~C$xj?u}Dz|;HmAZzS=?a00vm+j<=LE%6 zF0Yv-ykP2n8ToE~~os%JQlPl%?eh zGH%@O7a9;^ud+s#P?;JU>fOQw+)~{6X(hW*8G2nx{k$KM ztoek;SM|U>cdU$S9^NBuJ%~{Ey6OsHQV9G>9@u)jaJ*kj@@N4h-RyH1{rt>K`k#}& zVntmYr;5ZQWPObD8YnRku9Nb6#MuaCuqy#kY!-m&oNXL;jeg;Bb1cB}gV-KW8zx0i zW&y=#7Rm_o-)vK*HxDg5&;Bg7j4seu2=FQ#jZN~;VsMhk7dSMgtfs1Mzg51Q6Q$AK zbRYvmEsMtr5m-ghjA4a4dNMYa3l;mL?n2wI%xe~_)0G2l%hBDAU#i&x^Ij%E{+>kv ztB$$Kr`8+hDjld_t$7nGtwnve06vCqFkmV7rDJg~4SvXF1wSmFpy}b{OE3EkLp2u?+)(5 zVuK+^`hGDCyDWoIhsR$pUi5T59R7GPTu!Mw-Z@tB`;!tvp$0a;HWRU3cQi3czqKCm zJqUMce9fmz9ixNqSP!sK;e4x)$x)9m#faW?TX-_^c-t3HKM%WmN}iL-#qg;PE0_yI zSDgWJb?uKUVq^dHIHTErF-Sn)L@2!JZmX_C7Zg<1WK#l+k3dc&A~ygGx*A8#T`);= z&1)5mC9$ce;r%Hu5uhf63KsZ;DGaa#GahyP2si17lvx>+%wu-uQOV1Sa({Pnbz1b4 zT2o%%e|YkH4}?ta_dcHFEmBs>P+%#zm5N`_OS#|&ZyK6-J8q>(Xuq>&Pf0^PXeaF+ zMoK42t#8~Y4C&1w39N75*qqB>aQV&z7A%>oRJa5($Yt%vq)-11Q<_k+GmQCjS?ZjB z)o#)nscN8}%=nF$JBPs`M6cT?WDh7>C3GmGi3{8L#6P!w_W?=d{4Wyc-<(k)6I-KR zpNT&!Dk5twPadUDDX%Y!;n7YqV&eCWtdj2<9ah%p`F_!IrOC@1-qrCqL=&zwG|=k4|KwimTP9hX37j>MZO*_2b_GoLRHgvsVA*$u)yLz<&{= z0vlMr|Ch>pW`FSqtpEP#LT4S`i2eJc8&d!8h5x5_?tkz2e_k{HTk8M$D)GPn@&9~z h?EL@u;r71;(5f!AE7-JLx9Yi` zBPdESDj-tELXo1Vz>I=`Fw)yudyJa*J@0#+?>gm=?>nE@@0UavW}fGM_PzJoYps2A zVvE80DU-w}iHV6#VQ%y6<=0v+Jh=4xX$%?t4`fG!>NPe%if%|2~$MqN3ZU7bv)UIw>wP__7Xf^4-1- z<}5L>xzY6h2~4k}XT>Ini7|g&WppU!?X!as#?^y*Z+Xj?tG+q;^{-np=ikcwVQo;R zOV#dEvo>w6x;K53>((tZX5G5ilYOyxwu`E`?71Vw&og)YJ?Y~4Z#OQe9G=(}BYD4k zIV)o44_(7IE5jo5Yb}QBhTmrMB82bKvQ}T%@-437!=K)ow3IJD{zYuy0{h6xsDIDXFMqk z7|-jgchUc0);qiRkJd}JmaFi}Yb@Pk9m1{E1Ld+dJSZ!BlH=BpcJ1*-Z()T-wAQa; zVn-xriB@=W=HEvrCZ(mxIXF0Yk93y^+B1jyyW+F5vfjU~O8 zD^AT*VKXYC)XKO#-G+N-#tv1#KWK-m&1zw9;?F4@SgVl#{;_ZWvxB|j{rJ?%(k1aR zy|uP_o8&Tom64Ij8h91xl;2xZ##|D6_WE-lmn(LvtpW4J#BSfY;=O$$tvZW!@5l8m zuL2e0+!}CKG0}T(E~8ggYPF|Hu*#LH`>YRlWT&QYRPi4f$iw@2cNfi3+5PammCu{Y zb?$|u;*96x|m8^*;fIM}FUs5iQw-O^t;?)S}9iKhulf8W`0bc*_h3tR3# zKim~trf^Fx->3J%_*j3T#KA_7Wr~Wto9$N`suq1QIrG7T2O~Y6{r$eJ zI<>}sdy+u~LMFCMu~7R79-v!Ogp!@IV|j%3_=r$*_$^mB+%&E$h!60`GKmX~5ID}s zv`ue+(J>f` zh{cI}^CZcs+Ss&We6(r2HU0YY2Xt%LwSot-8Rc!M8F5$)E6-A?I-mCRc5Ca&Vqy^o zMLXGShu>gp_?xD}0Jc51LcL67@_kzgd3w@Rrj&`_n+c>F-EJ5X)>QvLII`1ETzd%bBH?EHu$}CxE=_cV; ze=V{ju%fH5V7T*^_R#A~Om=!sJ*Skt91r6#OS>;3g121QZ~276ic;g;)1gQW5Rf*qxA33e1#R*YVPbqJ9cKH-nHZ1pg>btt|GNsET}Dhe8h=%a$iS-;P=T2yW93fOl)m!)kH2kSvYOJ zdRqN~5WTTOw5W_y3dGbaH#x<;DD2A?3Jtt(93ywAEme4LhN0@d7BR73+!#AhjJKpC zqy)5;XlHuWT5H5=d2I}wE&urPrttS~o-7f>9<-ql)C%cG{&y-I?JIk{Nip`Eyk(;0 z^}TfmoBV`$^O~oExWk=HHa5C!d-`>oY&Y5>*PN?mm^~Q*qp1s>2FBBJ>YaXyXIH(9E_Ys>&UO zijs-Np385M&vFO((Sc>}w8sXTm&wYe_NTfx6%^S8NoZ!(t0SXt8t&`h@}pe%1I-~k z@a%;kI!|E82nbIcAi=@u2L7JFaI4y=xN!#>aYfOU^7_U$f#lJ=Kvm)549{ z_da`^4Cu*r3TBdJmGi-x~9n}uKd+}<88m^fxiu>$9gTo1_ za~syKU5m$;>6%$IJNMN|*^|t()hTam;=F?0aF<1MhkDyhUGl0Ud$n|M50R>Swv7$d z7V?+q4KlG1;lT@5I)>`2mj-D(H%sca@gHoJK=w7?d2CkJ{htF9u(!+|!i*_>w}u+( zru65UP#MNOMq?{F9A9wY{%)%d5-n|t*8aou9gpkFNgaZ`!kyK z#=1jXZ@x))sOvWtNV7VRs%1|{~q&NX#T z^D=G|7CP^FS>QL!4^%9;zw`KlbF)mXGR-ct!i-Hy&#Yf)F8H;F<6;>}*l$ z7~gKFlYKhjYPoXR%(2m~fH@Y|_gZ(%MPMIW*?Hqqy%L_P>4t4jSv(z=Ag{YqG~^h| z(h7#!dbLVqzWnC$xD_--J zTb(j9Cmp+E7owwHn^T=nW#W~R-oT5aTD`RGUgBj})H?wzuDuJ5A4#YgD;y|NoYdqi z)DNo7Q8#8~=w?jQ9oP}8vt8?y8{Dp2U%{=8U@w&2KeJc_zQRmxO1%ZK;hoQJ2?*q(&TegA(OeP& z1oSpkD%?tW9G|G-^ZvCjGE6RtG8akPp{*)qu)^IxRO9&}yBz;`|Din|gMXuS$f>b2 z>Igus*~pRDkAF!swGMX1&|bCiOXb)~>2pV3G>!FLk3lQIWE-29OHI>$_e=eCcfDHw zDZOLo+K|qeO$B}g((Oy7!pqOEI!fJ)Q{xQ}Z^SdJc%D;&ajHpf|MSBvY!joE#kkJx zd1KLTIp);j`1X`8nYZ$Qs||p))qy&P!8)G5N!r|Qsz)=VH%Byk-T7__gNggu+A&7A zR=sc>kWw*c5U8uC-X)_IHN(){+`RbIyii<>cd#zO-JFKK(WbV3YSbr?&k%JsjOeBwC3^E4WA!s z4svcV5+J?trf4*t#&>iOl&%FMJ!J$Aiv)G^-Sf^MHG1Xn(rE9;Pta)Gw1;p)nlGu9w=+p-;8Tlq|S;>qg7Hg@py`C>(tPX&!00qO2b^*Ux7s5X({&B=q{dZI&my3gc1mAGwB!BXV-ZQ`c74Ha>5P z(>XkwJ<~w5^{jYFa{A+Y1}i&^Hf(#19%ASF*N>|E0$%(!@uZ*+4IVGYy+&qM;qbGr zNh*%z$x6Yv=jt07TaphK#jd`vH*8xUT2=9`6XvoZ)`wmmtM1bSAP98pL=5B>zxSK6 zb=B^g!Ru&cjSl;bW6fqaNMJS97E*#z$T>`e!&6(!u+%@3k9Z-z=JYS{ZaGukC%IzZ zj&xpheP?UoNUI_;_~me$n^&Lvw5x5H6~{OR%7XXE5m4n=g?dApSzQZuN1WR@V!|xV z*9$9ZdN?L!d(v$6I{VPo>^n$0wn;3%j_le=);ISfw^B!!-mSS3kp2$#g^lmRpam-r z1gkGzcWUW1;7?S4AgA)o!bP1;!0n>&1vv0-1dmBpz$D2r{Aby{KS&Dr8&e>w9o8{bc!=?)ZO>u_BWbMoCBAQZgXx< zJXq%tZc!51#B#UU6&vmCH-zOzmzJOtN+ z;*`#L(FpXi5DSA?JQ(aZ`Ob)I`S6~a=BoE~YN#K(q^_YI&s$Cat{yvMRuStKBDmda z1jRh}X+Qdp7`OOIpx7QBGP?Z*NF~N5gX!@ z(hOnYP&L3ItL4mk=}7ZjStep9AI~>n&*^SK-YfGMJU92y#ei z)j18$sp(m0Dx{cu^SX=c`Y76%Y=ni@99v(H%m>C^Q5xw_~s#iDzsqj2X7KAgrUmly&gFdg?XJi|(9+6sJ&Y%{Q(X?2kexY6? zyx>rFPP4y}mHMndyl~|5K;$9R8EoM6?3xFthOzeiJdQzi-$EUqnSvc|3Ru=%mkY;6 zhk3O!deynD=PY~hXcJM9i%wegR-3W9hQ)ubkr57!#P_<#J~7nOL9_K#V)Ss|+sGM) z+DgnGq;tWWr1&dJaU3U>opyLXiX5YQeDvy1<-9JJwBeMjEae$X4CD%Q(HMz}66$~u z#W~UX)`48`5vijq4+0Go#jo^gGsFna0<6RkmAt>XO}p zUR)oaoxdvp;k#|=%x&m;^pRk46qgi^Ti6Auu^9+itITmQS3RI5q?!K0=%$2=7cbhB zxPK3BjR%0Bvg7uVS6P1GJl?swp=U^a#dg2ddDA7R->V_VjXF*#=ATm+)c>`$HqH4B zCrG`1=_dJXqo59dv|~#mz4vAmj`?J}N$W=$jd=Sn*)eO zh?*sMNCinCHESGc&H=@*ZvPYgz}kz8s`|>U{CcaO+&b9BU_F;KE}cpdNLyK4P)#X; zL4e%`J4-x7&9mh`b-Y9!66LCmyw3H@9QQNs*9R4m)f~LC=IP!V7voxo$8F8PQA}l( zGj3?%_PpzEzla=KEqz{!i6uYqbmwtKDTUAao>xS)Fmk&JhKXXV>(h@|zUX?B|6z6l zSfo8QX?^2|`>|bQq}wS6Y4%oaZ}(G}@&>>{R{8}Vqel^sJ>;C0tC9NWNwqx@f`Do# zYp!F3v){TZFMng5=uLhK(?FUbE^LWjpdJ}0Pj+l{i`Udk>w==}=H32!r@z0g-7`Zp z2Ku)Sbezn{O3mTgXR;;&4`s0=OE2v~900T(tkqW2tF+Bl~>%J7X#CiT$Dk@#WMNKZ$_i z38rvp42^xTH!5@wAe>`Yet#vg)(+>)9di`JT!wnC%3Mg5`7Mq1ci=1D;`PCD(thc= z{3x%srnwvr%dg2WVCV@!&7zh&GQ@FqN0oPM5*V9WtCf~Nm_@x}`mELBcag;-5;{Gk zRhq(yxMp38%pO{2&3E#O1N+XNu2hJE;)@K!Z1Yz*wt5l0Q~HT@rR6Pm5z(?>!g6r| z?F%g3IMWlHvmVH#+TZ)@N3M>_5`&lsfIqp?@?Xn2G9E0I_Qt4c;uVOUkPH~{VA}(P z5Qfh}KCM|{QtihD#H_Z+-G^Lg2+T@UTwUeMVY{#>-(l1csXg_AHP+AX+Vh9|0NoN@ zYOfUep=mG;hAu&@f9}ga=X*jLnbZFa*?JIofH(_q=Y=(PjmSv=LfcRBV!`L9Rz2CX zJYcw?sR#U9()y5vnn+!n#4jlco~KbZoYFm#vGHu%qf6`4d5_U(B_WRH>G}Hx30(k3 ziZ)*A^;0l4G2s&|M5$}9LXdQGjVmmF;0x0DwWII-=$TgPjgQ3m_0?5(#;g6tZDXZf zan%3$%CaA4BKIAVAr5f)aisRQS!D`?sD+Oq-o)&G%p`TB2YJW=Ig{v5^gySZM)(>` zN0afC(#C?P(O%w$2`rQ8N@4x-!v~nJLREA3UZVSpI z;Be|>bbPU})e8%A{>YCqvTnC`+@>EEb#ArGMhaL^^*N^it#UfJ&zo4c44rf`x=g1< zN^*khe(SB3H!D-MMlBx5)#JO&rqRxW)zWblfj4zEoPxM#y~E0NuRBsXZ^gqh z3|Xj?g^odhd{BnQ%haXl*3IV{+?+k9hHtgadvum}e4E}dJCfIrJSxxh1m3I6$!P0G zT4RDVt5I{)Rg z6)CyBDxgMPts+CQa3pJh>XWT-PriR&`s6--r(K3)=QTlVB+_tp1Ezu`tEUEDxPqQud z0ueqiJls`i+dkLWIEE-!3)#fYaoU<-uk1Wh?gFD8x-#om=WW>|JBVC`MiZ`DoOc7Q zAMu6dIc~@)3JSxl8gr*s^g!u3?rZW2L4SF_zHnR_1?+w2vy~OmwfXlCRL{A)Kx_X} zeDgu5Pj)!v7jBB3 zBivN2H2>#Hj`I=(oNO-J6p?VU_U6r6YQfwJi*NFeelz94yO(#LE1J z$-O$bx?vZITWz{74+MAfp1T{D{ZP2g7wuAwjNTbxuaXf_{G(Xa%65lboQR;3M2cCJ=lIFzpgtp6{ z7BFzvsyU+)o6T}$I%Uy#!GpP%lT&sT5%~_)!wDIW#4}F1$&)Qz?x4XuA1q61i9Ptd z6tn<;!&@`QNC!>_QDah(=9x}=OTDV!kPN)3l*8IHDc$nAf`47(73*7a5TELRSv(PV z(vi81wP|7U#OiGRAtqaEtrur{3z#SErf|v4V@+0RE-~D`!2*pYUlk@lC2IppYPW@H zKgS}feHi3ZJT`_@%5W|i$ID3HYB}>&95;XS{oKIhulrP z0()ls3E{3sYv)vu;Dwvhoxk_S&S21(4CeUQsLSTgw37l<@6^mJ6J_B%i|oS0;Y4tT zHT`)xf=;Y_e8QgiX|G%T=A^b z6xaiAmjU`jV_z#$XI(p3o=Tz~@H)`Y!bU$5NsR{`qxJgxn^+4iaFIWi^&pvcAJKZMg3p=%SECC7&A0Dx%XCbSO<;xlr_L7Z(L`8gmd_5de`U@~zkyNb@@ay3abjNO${ ziG681lDq7jWSTx{)V3}8r1If@1-qX->~i-r_PY=aF1O zQZt`Xr(oa5iZ(_k1{(MrLx0<`OL%yPrgR~)H%F@78*x%(p=JB>!zzvpb=Q2 z-i!!oXMuIKp9(ZsEQgL-u(elHd419%H#~eMn<~kb6I+5>K@=o+>qOv3l(w>emFElj`S&-0%O}2zdl3%VuIt(yP_Fw_IZYz84FUG6C zBJHiZJ^-q}REfn&A`?kEV9%V9$uW|bRR;$89-LeK7zJ{7;M2r`Z7T)?PDqA@g=xat zk~;dhzj9?)`I>1uMy|Hj(@Uvx`F2qcskZB$TIx+csbGNUMsCrQ6>gk2vrfoy83VN@ zz!TM17ETs&Ho8vfK(NHhKjJx$hb0N%a-@5e-UGeB}fBYpL5nXAO2LTgJqPM&wdj;v^%3SA{7B1<=E~hT9 zKwxackF36MT7-U`R|WO@Mt}niDxJplmo}-$ZhMQYM07UV78d%PIf8B0;gTa`hi{-n z&au-1Qf@OU%35UQ+g;=hLX|K&9|W!Jo>PNr{eZ|(ba%u#vp^zXoT8>^|CAdqLkpM;9wl>Hzipjw083>U) zBO{}7rQ(;zCF9z!+)^kl=PW|o<0EYlW7h1l*S1dwub!vrY0n-qE)>VV(E$+2KuY+;vE73-)T7IFwrl9chO*9E2`x0zEgGGw|XGqMQr|xP-%m=aYRF2UA z#8D6V?AAfv)tz@8+s9LFM>zvU-Qdrnh@%?>{T)k98FHX8Ef%C@8NcDa3ebzSO9jLu zzVcJqdFKymeRB~BPO0}yjEmAAkQSSkSuDrVLXtueC;8iC^kJeWn<)Rk{flS>5s3}sc&(AVBV_!04XJ~{Ui5vHa#-crOT zW==1GF7cEx>nbNWAALF_GIBQoKeCF<)7Wce151d6SJl>{*4`QjMiw)!q9_zVD?i<&L2xPKBGP=aE zYiNzh^&zTI&|$^6~) z4m(Wb07F^44C-gz@*TgVmx(KU*z~L?c&@v)jbKxqg^1%AtR8OV$s{hHQHp*fmgrJb zYcJz&?oKcYU^ZMtD+c0dBij|03^nONbkIS`XrFGcZpT8(Gg5>uPxLk9`|^Q#CId@X z=eX3QnZE@5RiJ#wdY|eE-VmAySd_>+c=DFJVVTIbGd41sNw~*?Cvq+YDQV#6_5r_D zJ-rTBT*5v8>KgGfWLnz|+m_18%F_PG&WWwYquZigOiil5pBvRX>WeVs*N>6Fog=Bb z`=RSFzjrh}5Ufq&>4bgwY?E8#*r_5TftQah$)B1-hCnA*Ax~ChcOfo~0eqjQf-V_e zalIDWoK?r%c;6o8OEQ|I`w_~%L!h|!5Wm%zELN|&Ik&=-KFa(-Q2FDI;RW0pm#XXT zO?Ti@b2)V>XE^Oj|BE!%B`uOIccM6E^jaZO((gd8gs8llPzvH3K(P^fd)RincC}p=u)dz6gv5(11zbV62a{qCUYXMy8yvQrT~};47A=Phz}oxru`6RDREolj@dxItKl%51hg+7 zEF2ZwrdpT`2&fLwRP8rb*_ErIm|3$HNE_(#fkjulNxH=>=!NGrhbnyJ;Zb{YXOm*S zQL~cs;l$vDIyWDtnr4WH6hcIuNuBQ3KK|Ys@H56+qi)670#OgVi3W>h<1}nye!d6v3j(D#8a+>yOFcV5-ZB;r)^bk?v z&Q|=C3#1hlUH)DJrV*HXSp^c;jRMe=a38IkFU2$f=-t(NC1Gb%)3#o8_#*lSQp;N; zo;T0)50j-7{u{aMs%>?<0_ByVtK=ce)WN{Rf8E3}PNnwdJ_&KSrjG@-M}2GSEDi@Tx;MNS4!Fl(WYOPhvvlEw0_i9mN5{ zt0Qn(DjS{m|kQMP}}ta{2MawSgq_Q0E3SZ3Mo*7{0&9uA``;kMj@r zzr`-50xyKCkt|XA`)8|oy?(eTM7w8$h>}G?e*++5ac%b*bmt;NCiS`42I|PtEmkF3 z@bB=GwW}Xeo9z_mEe*`YL(+)?JC}%BDS`<%UjB)VD6ggvX^hexYM`}@_+*rzXyopd zV8S+|U!^vc9IAxysmy4D=JIIkIF(KG6cDf@pqY7aV2G#RF<>_Wf#qWL zxv1nx@I>rENSRoBRTIJDjofpxOs&STO#Zr@e+_yLj+ysfn>6HEqDk2dr&uqOIMgZU z25^9;WY7r8kb%BZP8lUVQ4Q8B=kR6eA%jZ&>_1OrOM^1idwu?B4_r|quk$(ZW!LsT z(?VBNx=}X$?A>X4+E7+ah;QLN${;gq!*zFso3Ae-`sSOnD%3V<9fz8!P4Wuq-ehP* zY-|uz#&SXIIzBwVYM!$F2H3Q8YCWQS{3|nt_v|I;k#_aYB(xBFVxUb*xKRLOAFGmt zLcvbO-5e4Jg^nCP%^Wx8NrE(2y%E#^ zocKBF78QSL!wC{6PNfNqs8dqkqJoNv&Hf3kyg9T+7DSv@G$bToY(H*vY3*!t2HBLc zTOL(iz$RwAlKZAdiPqZsO#e@#k18A#Wuf*8VeMt!cWn^NaE*h2)y|8?VaIxvHU(D7M zHxA1{6A>yM49-mS=g8oN!~LB>{-+#+{6BsT=D@T6Ls#}cbT3Xk9cI4vE8w{`U^H@i&|#UYxS1Wt8RES_W@?8K!n#J8i#Mo%O9Z1g>YKyv6WGjAK+`8-OvSy6cPI#!LBPE{LOA63JutR7K^cJ`VtkJMLiwe#}Uat%u}C% z=~LUu_+@*fS7$0sCVcqw?#m?~;-3C`{?|`GBPO7yO}*t;>T2BZStVu1LJU~cD}J~EVd&qY15CkeRY1_8j#XZ^h$4F`h{$;!xxDjiB9Of>8H z9ly(oeM%I#Sk+*Z@g#_2)t%4?8hnEtJE^1+WHm?IqXJ?4nrmHF${LFuUT|`wXd19d zH|WX}8c>;PL>HuqBG_}ia5Vkt0o18FAPN>h1*m6)Cj5t*z&hR-;~@VzA8dpnB1&@X z-Erp-4fG8n6CYN@Xj>i<@qT>e41>ft;??;O@E-u>h82$WW@vWbo3Tm!;HsZKJt?!~ z_u69xiBm5;Ul*5ced*L;^k|itzrOhWEeLPGe#ARFgTD(xZlv3uVnh}{A=KajP;@j< zlL|GU>L_}QQu+$|!j*`rN>s=&+wq}Vxcv>;NM6)Rl2Z5>x|VZ@v5gH)Zjekj2<9MO z-L1ZA<#XzyQTG+cbjhy=MS74%K**$22QrTAb2Wz>zy9r?{7Dh=laahfEzHZ(!7ay= zfL!3&D~GEtk^z8ed2$%HeUnj23NGj=ZiH_bgHkSap&+CkKt!bl#G+JJ*uA=(hgh z7RU(JVC=Su4Q*&~v}+cV2Dk8orx5(0*?PX2B7PR*A~GN092S<0;Elm9;A3D@!&D~5=5Ocj9H~% z`ob~TQ{HfFI1U#X^>h69UAVut`7S2-$R^qQ%f3Gm+`-Hr5JFRXyugA9-kcsS%K@*ga-r6(c+ zymrBw(n$Pd@`jIzD+;9!_W;X|L$v3)pbbQAKGHqOE=k~%VvvG&AH>@ z9PZtzD_fu(xIh(VA=`(0&T}NPgt7_sa+t;HDmd)XM2xUazK;W`Z0%{>EVzXTtBaa1 zyk#Dm885A3DmBFG6Uhw1#KT+w5O5$bF6%9g z1)$-%-a!%m3p~(4u?((0gT^a**m;|3&_QHd=k4&IOfxHwW z-5~*+k566DHnZ!r*+Hn_+VaqZIBPZ3JZ zHPIb*WM4ME-M8qT^5tEyP%wc?Vgk@Cez-DL>mqoEqp;lYv(?}1K zCNAIxX4C8oCMBF>Us(f$Kf&lNgZT7FWYr~9CeVNdHUuPp#*YtQBZpomtPtD*z9YTg z4BSonfx~$50n`#-bVYS|g;1b3u1V8Fl9XI3H9xqg(mTDR*-_GBze} zWOp~0EQvJ#&IP+KJB|lp!{wQ6ETT^lc<9Q(LI%wq(sU8kQcd*mB9;|#SqTFS8Q$bD zdz;;-2V$R|B*|BrV0PN}mwzs%&{!y332HnBqZkA4sZ?y)@8|0pF{l3F&(*6O1@GM^ z6x~N91gPU>V6yp#)Doyer+h`!T_a)&JfS{K%HcsQVUqLk8yy=rVu8T-kE2Op`Kg8B z7F)*0y2c;F0*J~_%mb@~x?v|g@N$wq5S?NB8)>Qm77v#wHJ5W3f|e&Hmf0-#?dKIA z`ODZibOi0b`L{#_s#CmEI*=gKLEi&Oq4BH~y=t9WaMd%L-l$wI~jq@aS zddw?AVXaBw?MaF~#~>H!M%_XhpQc1W%@1av&#D&x{>vu>e>>zUP+qjX<1tRxFkG8G zh^xx3(;I8BjTogElhZ9JAa^?W#u)cZsPWQ7ywJoa!S;d$*R>F&C6jO>4?-89D*t#wb!5{_q2@+UKaOAF<=<;sM`MBWlSUBX<; zZJUXcV4=C9L`3E1F&eBiK%l`lh5=FZhM1Lq01n37N-Hyy5H#J8`qLdpiJ>A<8P1wm z8kQtFm4pj|MwE1cnA)^EAy0*)t<^=lBb?bJ^8OOZP0YKuceT^Y zvWz@*iUk8dlUu(BR^ud0wdgOf$^Twr#d4bZCQBsc8%h6xodhxj==|Mt0EPw^@@Q3G z-aRhBOveTYB_yCap>QLH^bcSwSYZ*090tV8AUm8JA1)jRefO4)Tctt$2c!$*0kt^k z4Vx4BhBtD$9A?7le~Nm{FQO7fQ>>(1!7ZT2Yp!s20M+}jYSrzLhXg%TYLotH++G|f zR|#Q?PzLO3zC(B0xvcji@DFx(EGl zd|n{A1j=w2c3nYjFa0;Xk^*pl<-|FGp1n})4@^vr0O@q1mJqSZMIbxTp2Rm|@Zhz9 zcnr`T-#~W$Cgc{dTG0&}odm(dCr=h-8nmQ`gYCv%P7AnCr(FOv$O17K(ts>78d+0C zvL>N$z%lcnl4#84R%#2&+07tEU6h`y)mo|0L>N)#G?Ii>*;m@!bN6B1=VM8BZy8;w z>h)D`ZGi8k@2Trd1g*&&{0c?9j zJ?kxvc(NG;6w{5PDT9x^no}5&ZfMs4P{3x;e9zv);3q;Ej)TdBR+MHbX(&=S zvpEg1l+UQPb(+2KbKBr=4|soz!Gs6Nv0)6z+(FceU}5%OX@<(Ph{*bR%#@IkjjEVt@jNX_6J}c?}bE4~Zs_cl8jC5W4+Dj5>M5 zo+wc=z@A-6W)%Nu?bu}2#e*R_pA0AA+6yP^em?wXatay?J>XYd%qBp53Rpfk zp9kom+KG{3U5lraAZU=@OLv`d1E*lhOKL^&+0@0+s8$R zsmDR{uSnzL?8r^yQ!q*aGXIL} z5Su~BHa28ybq>dU%>Zhqvg^~U816_j```FtQOG!e>Q&OwY9cP+%{vurb~?ce3KY zSDhw&&_PrHWcR@S-~bMR$_+W{N$88XYWK4&3AN2pNCMy!h_DB}-De85zpUTZf_3k_1=6J!?+3wWJ8 zNRt^4FRUSMlGGq7Oj$4yhzbgnN0TI_ftUYArI~mU9lWxcErIcHkl^l)4TWHfbE)fh5j;gcJZHA+1fvuT%gS0^BDxCwN4J@qM*{DsCp6Q+LAmfck_VrL zXNX8)Hov?3nVNjDz6Ik}4utQ>hyn0D<~mG;m8N%?o>bJl(x{|~SOwBgr%1Yfxf@xB zIu=GL_Go*R03hCg29%KIsk4__a2@)@AXeH;BIH>3CvyCVWF#b3U8X0911B`4+>VuR z5<=Mw>LF=nM!e(({3fDypeAV<%@Nj&lCn>p9tO2|vBhsukf&lA3kky!J+xHG0pML4 z`=arJwreAc^gc7}V*d6ApeChZ;fPA$C-2XO2ZRqRA04^WQ)WA+Ox_GM#a4}aum_F6 z3s4~%^3i;I^==j-oL4*GL_gyQ=>LG4dC-J)eb`=Qb?A1K@iR2-T8HUAAYV8kBcQtR zu>r|M%FGmzc#y`}44TQRD!By1FgYV{oVxs}P_>P^Hwqz?I^_f1K4#%M3SUSaN5Jb|Zg)>BTP)sb@2Id!v zct$DV){=u`a62`zu*;n=RW*25a_lq;xGJ?FWNRWskHK(H>gDM)CV&8ak4bA$b#t*L zvWjL~CIH7!(@qTJWlSFvb153S!!8*_PacUNtMP860e*1oZs^yP47(TLx~N7Guabv# z6ROUhEd8CC-s&}feqT!S7%|BHq}qyXU~tNoQ3r=&>4+AEM=Xu=FqyJweEu9>x&#Lx zl+&~qrt36lzL}ggqO-Ar1w>2We1lNJ6S!`3kfCHC7ty##@I6=tUi-3-XSOwQfxw)o z*}=Ft(HG@88IVcH*h)iW1X0S!_fK>Mb?8b;Z|Dv1e>z`GTI*=!LZ8+pF_nXfKk+v${<@Now(o%p@_+*s+Hp}h+!GvEDyFVkPgi#1kOt%zFBETA1Kvi z(;^OK9*9qCO>Ded>Cm_$<|B|JjTi~s^E}TRO>F@kf+gHv`A^V`J)FzfG5T#bfEDQP z43BZ_jYtOB3{Ey+l!e@Ej8a%}SFDex1V@J}5k*1nO|Rfq^pTs{@7rq?0YbPP?MO8r zW{Sx_sTK0w$IlQ3ekI2zKMaG3tr^%r;vu=pm|4i*rVSa+!)W@qCpB-5*VQ2-;nCpF zKMJMLar@GlR1Bpeb(T4!P%ufWcSIm^a=K9WR$4aXl93YErEb~ez2M`17UL&H)m~^` z{|3=t4h8BgS|15WWknridt@hI7t#?#Iqm@RjxH-PS(MtgGQ;iwI*MXH@EaQeQD{V} zW{;eB?UC#x4Xbb51HPIXO8qpt?c}LK9p=&gJ#R>0J>Y7jU^A z^J^()4;`&R>?KG!F18(9*ujx*bRY?vfyO4?;}n9M!K4FhlI%=^%+)&63d6PdNK)IH z3pj0NM3}@DU-ak|X=^(#sP)Kwx}7BAkFX8(*>qFzTkL-I*O5U)>>jlGn~Bo|Z{u`@ z_gnE5|FGmEYuR|#BK9nK>!mDWSl+$(n7G)WkYsIFZOjC;9&-Rd{nj@Cx>QZ)1P!l!-NUH$E{T* z|F{5lyi{vuNU|3`TMWm2lv8dOLeOUsl*;`G*Rmaouc|_ z0Wt?+8+Ho`Ms{?FP#6t|k%3X(vo}D_86YwR^<7jD$stLD zB$ODac0nF*C1(nqx5m(f5$9xB7N-#j5Z|*S;Ri>??a%Qe7YMpiK@05h~9u-hv z3v}^j1LGglhH6h*N0gRm107j+>EFZ|-uZ~6lCiFM$VSNzA@i>J{J&rDxexwN%-RRz z!sN?i3!=1sKem0mTYtd>Jyrg$=H+uz6j_-b5rOo6SARMEN!xj6*DA?VTR48CbN$`v ze|-2f{PTaw!(%V<^%wkeht(e=ch3g~bL4hJV9;HwuXgNQByvw2`TC^db@Ahh*Xi}* z$3Ht0{%wT$ZyhrKQ+%W9UwmCebX-YOZPg;Vv+Hu4+rE8q-0;7pjA*P40LQOvvQT- z|9pE|D6gpaCF{o>1>CO|{qw{BZ*%mc-}-^0qO;S4IG{zH#2lLA0QCDXCr|kCNjpk< zDocXwV(o|MV3##9${(*s^(1XwVG|8EK zxyYM}pFRHw#@u78w@+O4qzxx{l5Kz-%ye#Adt(>qUmh^zIT#$Nt)wB)X-eB?7&1dpOKctsXH%Z z|9X6=Vy%B;c~LR<*SZ_{(#tCUl*Hikk0L^ldtDj)pL^{U)Tgt~_$berezOw0>xg z%Ajr&C;S#edtPm(mN~nOz0&AN;8nZqpMNmf{nH3|IVq^eokhgZ^)h#!{3DH0-`6h7|08Wd6 zha;ZM>dYR}&j$uR1;q~t3O1*8A{v4&GI>5wBKX6I#Hh)oQ`0`aOt|rj*}ZfMSu29X zKv`u%suGDr5Ks+z#?MXtXzo4oH7v7j9im74aaYW5oeOKd7eQBYZGdGB^8Ehe`$m{f zznXj?GX)dy0q{`O>_zhgU%9W;aI2H*9+lNBcnBDsK8MPsPCdvb|C$f_nMKp zo{sJ==_8dDJyI#nMic7=lAgNwb*JW@p+PZb7DV|Lu-!5*zyBBvJH}2Q>0PXfC8vWp zf;(uomBb8@9K^boV&T6JUaCqO74!U_hKfOj2x)$r;5N2uIF9}UVW3cly_5wO#}NR1 z6HsDl$;XvCQY?+mD;diNr;t=H2-8h0oB>^v>jx&4oVA)c*C86>UR;?+ zT-m%IKa$&G*;^;LOz;34!dV}3B=~_{4SCgvw^F0oUy=`KvX&^7sO1|!e)0|znH};! zfolx|XzAK_)%7bM<|A%=WU$|w)cV?6S$|x8jb9I_W0Bj!0I4o*#&JQ17 zu^bg>_79-pX*??kClNY_fk+&j3k>|>&vK2=3iW^L<|?AKjz~rmn?PPd=J3ZKIr25| zwi(lFPlKYj7XcduIaMa{H(G&n({flM~^E_4{8 zY4vsU-Ky@L3G4hwv}Z*48WY1MI*^tu8knxV^|>dTy#b>*4}n!|1Ua-@*g$@ZirjGG zi^b6rRSjaKMFaZ~F`)BTf;EjNxtNAW^NR^-k&weEg@4D&Et+IwYG-Kr&pY@-%Zy7F zKl)Xg^n2_eI?ousE`yG;2M@9!d8vCEWgo`bs7}M9SoRG#ONVd)8ECu~I>E0Ii9?6j z_F%=*bM&kGF!OkJ_NR$4)vT=5*4%*I`^eBjl&a|1DmOTZ_4v3Bq8*Qx&@>HM(=;K0 z(;=*;4SaHSiq1%bU{MLU8x0&LKuA5HfF#>JIy8~<7Rt_4FD*WVr*N_>FzEnhI$$MO zozAJvBFU1@*8jvoq#4?L!0XCAeZ+8r6TLtiK(p0CCMjppB_55bUtwpG4+bo zRX?hV3yG)tFM*8%YCe>sJ0b$xJ^DO^O%Cxf+`1;1Bv0@T)gf zWV+#(y*$9P3a5mGH83U5kSk;s++cM3q0lAch0}^5a5y*6ctvUXSMndD%M5c8yW)r! zhCNj@b3>FnGLbW>n7Mt?*{{erlA3-*4F~Os6q6fmx8gyAPgnfsX6L`W=YM*nN2|3Z12%9biK!*hMBZ#4GWC$l zoZ*c<(q2W*_o8@mUEv&QxA^Q&HzT*f=(h7NI((2$HXs=P&wwnk#g_e_MMrefDA=`^zyF7~ z{w|gdxuNZi-q)T^@PHQ7gG4I=-;_CMW||Dh+22`AJ}Kns>7fjQufI=+&IKbixkaOii) zuu$iC9%(p5Ni?7fx8KUU-PSLrS@ImR$au~!fjEbTAC*uITWc@VoR)=3X1$p^6{U)7C@K%LbnUQD_+NAAwp0~Mgjo;){(e87>vLY`bzbKMbA%fFZo>0RG`j++Anz;~v&8P0Gu^_h zGi<5Z0#Wr~)z^L4!y!}YZ~6Wo{iS_S;=;fBq4`%5Yd*9KM;-1{FxWR*Fau5Sa=CC3 z_b-Nzh`Xl=pm7&k%dem+pcc#bpa{%$DdO*QVR<(bA&r7N3Jp0AhY(KdrtmR)E1Rvj z)6XbJ;Hv3|Y@0fLy795AO`v$3D*|wF6}Ub9(F|zbPzg?D=u+XEh`9%@{UYHUbQ7yx zg!F@$(Vze6_g2>W)aa-(m;v2-orpCU1+g}QUEYF!G}lkHkccv!9;q)EVLJW3tD5jH zlImU!xhn2}X1uA#3R$OP!+g;xwRuA&<&B<+*pZ~VRk?DvadsXL#o>n|P8-#;IAIT; z&p}~05-al)H{3IJw*7H#MT$O2xzSIg`(3NRr-x1vS~o>EH1NBAb`rM%r>Xd)0S`Li zPqLBS{N3GSZ(#SJ3@xsrstD;NjUHkYdl+(z8c;BKP?yo|UvO@5{s(OL2eVz?_n;^X z=o*g~gi#02^Om(Wm-=!A>YNxs+-;e5R55cP9%H+}#1b{Q zxSuVBzpLpm#X@2;#O+#3gg+89^v1WRU-M{b(c(1fH^gXQ9pe5S5#aWgxE=Of^dhm? zX?@rA?tvTjK=5l6*&4BCDv-BBz+KU=ZjbOb2tx@Fk8zTALCqVd`_n|bAU8(quUi?6 z);t;#-dQbtp|>g@AIi7EG+OGQM2O8)?2qL)i_r3w)LJ5XCbp*+-04?tiJERPeK@EN zg$lETUIv72*vVGUNnm0c?gGoosN&{mVTDecpU9-h2jAC0bXp@qoHqrfX!t*a8F= zJ#nN$7&vQ+s_<1}xpf7Djbis> zn$T06ktR<+gvoyXY1vK^bhosR7H_&if`k(IfteXr(1RTZ7L+ z(rcI9hKRh}k63kRq60wMG&PYZWtAJ&*;r8jA?3%GMYJ?kUsl~9`XE(3yaQ{-CW+m2 z_u||fpDm)lzK9Q4wO%*%9l%AOXc&9^6D`q35;H;!5v}U~JmkhqRn0wN59ge8vw3hi zlAA1gjofLhUQo{A`f?J|qPvf{Y`6yyE$%}Uj-4?uPMr1d=c3r3J7n`J7vc4adEX1b zt+PZJ>a+ROzr$mMM#LljKF4EqT$RdMb^Y%Va5IF8Y+4P>w1!t0b&Q^`ei$E)h^Qy3 ztc1-ToiwBj>M(92LJ+A-Yo{M;#uy|Sw#3pBi3^YA|Dj7oaw7Qy_!eB0?15mHOip`t zlR}m{qPL)d65R#I(FHAF&S?*d%q=Z9P56a!dkyqlyp@gFGDFz`i2PzIX0hl5>breX zX2(~mcgS#&(%*zYLu-jB=mu)`i?v|hMdLU$n#{5u75pL3?uZQuvY#$DeJkzD>~?9+`g)s zlk}O{0;4cRj~6<=>rZNUdHOwNo&@pCF|f$?zh|$B_D8eq<*GNLg;0173xQn{LG3o^ zCBykB-(@Nn5ECqV+)+cZ0@MJz`aEAja3y(i<{RNhi%km?gsK{+%)U#7`;~1X?Ab?y z+Ei7}!xj9qsvlPt)L_J@JTdqviLhzSc4m|43e&@Jh18NQ%zMjp(_6P;_2DfyN?wQD2$4v4-~Al|);1w$94 zq2{Z15oJKmGhJ0qc!6=R5k*(ijL8!U*k=^Y;Lu$&{TMZ*leBwq4pPuw1VPU+aufq) zg{#Y3`4|?$Q~Lj5!cQ~v-Ht=OZx0C+@r3FGvLN%%cC({Fe_&?P}2;-!&|i@oqF zj5ggHEp4%aeL!?F?LZg%Np_g0-&uhMF z;5lJT@>V{HT}Q7jHn~t+$S*`)&${Y&hU}VwQ-xx41#)+Rqzv1`WaSp&Gw|-!LBQbE z`i1Xos$xrvAZr1KlJ4n=L!Wl~u@a(l#prXaoe*g2_?r~F`h*HEM9k+b)(ha#g}*OD zlYR7mW&bf&`(Z$`NKh;YTwBfK@zi1C1_@Wo`u{dJAJTX&|4N z)|8F*gg1|yJm*kSXlrY`MlOKOz7gt3giD_CsH7SfZMWfQDyOFpyUl^a&z$)R=I1M; z^-Z3YP^$MLQ52aC)(S!^^r2GoT5Y$m1sB`LF~YrxqUWv#8;#i3cS!4KZNL6)CVWkZ zo#2b&kB~42l!hZat=M!lY;0L}>3!(Z>{Ie5>ttmhQ!L-DA-pM3ia38O(f9ENRvzl0 zsdXU#47|7%Cn0C}lHm+^la2bBU}Pyf@@f7qXg@*R&{=Oj{TQv2*t6UL8-Wnin`N{C z!Vgn=O{6AJ3Xr>IE0bz%1B0N;g;RY?6j~A6I4`uf_ zo^B>0#@d4RQ#dJn-E%;&1!j8E7X%!YjOX~3XpgXCaoBv z(O|l6;=bLY&WtrpB#Q!*1~3`SBbAkvDJE7zQgXd*O29G|95FUvI5rD2U6G_xl5k1@um8SVHRf4?X*G&J^*c=;Q)T50>C zLCm0~iv-*^2j@-%iL#U>PgXF=%3}|&wO%fKd!rXP++EO#Dj~fg;sVsQM`ZwW6P|al z`0LHls=9OEI4@kFK#KOxWoYaw;1oP4)@Ntzznwkk!L1%l+bmJ>!x?6pMGU*o$Ok9tV%)kYOS8{K`q&+vCT%(*2&9?CT_QsjJ+nmX30PM zgOB>n<_oGS;B-o1&%`={LFebP7ORu#bHj+~_Y~}Fq8>Wxa^BrbdMO=0q)?KgPT*`(msW49F#+*C%T+HsGit{s)i%1O8O{!7)k&`t^LCB{910t1WsDU)2ze54___)gU z^_Wz`z9!;;26U1cbc&K@qY(&AWY9}dfj5a)2w1i+`(P8DjW|V*CI(o{>!_WLt=$Sz zvg^sG8hHdz9Ow6YD_wI~b!QU=O!Mr1Z{-<;`$Rixe;GE6rJzke?vc4D$uk@|FmA8% zmb)@gl*Ha|;%pB#{xg@13Q0V2ey1+2~xI%(5N!5z%>`nsx61!Iqk z?f7ZRgNp-)NL>zXIvVH+=Tb0PXKhLfp0RN};__tSt=A6`H@w2i4Tlc3 zz6*h!1`oE>2d!Yetk4QGRHGzRLnFU8Yw~M7))heo8qWO<=UNEO*V(hoq6#JVa2G1( z`X|;QlQAdf^#T875fVMqg&!6rIWSK7HigJenWpKjp~`TqKt;Ms(kL=D46ehk#P1)Nn*YrLa^ z^WzaqzB+Q^#0kp1KmN@XxI1j^#Qi&#nSdKBI6dJ-y)s{T?cS9Hm~IYFEi(f!YGXFmWpi)$j_c2Ut2r&u<)<(UGE5_&w&R#H+3P67Q)BKzvjN;{;52EOHt8KI%n=MYgsU=d>rV(P2GZl?ZQt;nn8eC9gx_ zH_Re~xpBcsvtyUt2sMS~Jx=tXrWXbyKQEJB6Nq|ps-hh7J&#mMdx{El$TXiF-#rD1 zNInvh)Vyw%^~jy#fYx8NQ24nPTS%fXE27^E7ad>0uZho~P0&)%l0F}ZE%|+b<>6q@ z>8g5XhVX5?O>F<3D33}S(sHS~JE6D){WOU~v_-$TjNcOpF-V8)u8Th~sD{$GaS*~) zZyXp$M=~DhqvM4yvrrBLh6Aop+=2VOqYyo=0i-!w$BT~1sH6V^ZP1sgT?O*A+!EF5 zbq$qh1_*Rb)R(hDM}|R(Fewo$JBS6%;lq(`5o@AdHwZ7!TflUnkHz<(@JC{CVp!1* zFrMz4OltmcMnpk~#U%uLr~A;rp3Pk7l&D2?Uy49ZCZBfMFHn@d^IG_h-jlGPAF$Pd z+!YxchC?>b5sNda2g;X}7M-|KQWgQzERw=S*}CU05{o> z$VNlNAc_IlK?Uqs{t*S!0t`D3xAfDmwrSE8Yf?fcK)4gE*CX`hYM`3kp(Z;(_}+mL zJTN&;ZaVC*mW+dP&K;8zR-m6H6$TR##HEmDvcksU7I<6o%XB!EkQPOZx1V91+$$@4 ziYT6sD+>X-g&5C_?d2(XCumLwZLBH5A-<)g|7hW-8wpN3hss&3S~&w|Dz(oM*bn0QF6)Jz~bPpgXl3~9bM=LOMpb8NEEKYFM zi9ie8Kv~goq#i4HT<9~YIsNmv0`?T~)(IrN=-i`a3_uTzLd;2t;M9wZW=bj$BmAOfg^?4Fx@} zi$V+P8?l;5$c>+Mv(%PyPG8R8qjT>B!cLz@EW!ASmdL2SRKiDiVH8dZs*>m~F7V5y zpAJkt=K`wrUhSkDgRp>6Mi+Nv=yDMO<{k)4G!9YA9aV}VI_@9>$>0d^jmw0##u>hl zPeJoI!^%N#ktl7l7)(?`A}k55tvMFbTT z=u@9ja|*=TNP$H1cG?i4r!a&(TkH6d!Y5%Qhi!NOzHMwU#>CsqN9okM;95B}kXbifzoek=b@M0$mt|BK3H83z#wbF4ATG2x@#vI>$Z&Ub!>7n?o1 zNHPv!ax0SZjE@l%NnO;>Y+xKoU&3P-o^kokxcSvlkep2(O>V8hB1~fhKq%e{?@1DM z7|wB=H7IuY-Z%t1EUxYI02G)6V_t-$K7?E)|Mtp$VLbIN5m4z{LDkSomL8hm-$I8b zLag7a?MK+Ycj)vyubx^jNr@4{8)GzNV4OiN$|xsUm1iS1+}{odDcLX%2^?kdsR}FL zu&X*z_?n~vAQgXEd|<3#Ha9CBE~3~L7C3gah+q)2Km{s&2*|cMPWb+unMz~?9{wl+ z5p@JKWk7sC`}`N-yXTGsOufQ3OwMfPTEGUBGV?-mDA3EH2T$Pk0Sk=D)o*Xi8S-JZ zcJZKdrE-i1DydXXU1w>L1`DvD5X|Mq#|cK3ux!Y&MRcRX2_@C{z$8VDu{jeE`Pn1K zsl@cNVyh(;9+YTRcNFhr7yUC(O+{TD&D8QseRMjgfrl}s1`Mlty7OanVFLG_gb~iD zk8yFpvIsWv4;w4rY5pCSW+^O-kuiL{qL^LN?igvH`Ll~S9_W;a6U*UaB>RpP1RN1_ zG`fBtek}7PH8(glPLA(>zNGJG9}pD3==?-j%I-}z{L>VYi>UIv!%4Q25?U&HbriB^ zoAWhOc`Spe@@=Hcv-n+6{2~+t9fryn*gP^uocO6@%8Cel3%2c-wZa!ILW6hZYSFqS zI$DL3S5Gd$=b-SXVyGAiBH>h3(HWN{{_)xpoiP8$wf^$4n_;d%yOaNbPpnbzL>-}q zZg-TbfkCpO$pIc`Gfuv>!Kg~i=qS&~381Sr!W|(tD@9MiEynIzDO}l6!?ACUfH~L_ z(LmE1`I}!kFBi=FgEv75mXKZRBf*?{>^MrRPR!auhj(j$DHfJeLD1SD4c%V+29|P` z*dT?}>LLHpARYu(IRb1ni>w62b*fDwPO}xIUgcL**E0??Qw&I<%#k*&f}lXokn)8> z4{OMQn4!;v#sf*M2K6p0nt(TtnJp2=A)8VG zxbk5Ct$ceBOsHj?pB3e!024xML?Y-EOp>U<$*benRk!wXOzD0DY#>3VfxGt%?3s>$ zXkkql_e&%E+_}lPoh#{9I>b{)^mNn*#<{l9m=k%5!1D+1Uo+JF?Ls1L9CnVspJ0ZG z#B^uQ+v|$fkP?zp-~lxs@3+r#`msX6ls5U-i()Wfa}r!+jGq;UoFs`*-dTlgSlbU| zOgM0&@1uI~lR0k!5@obWp)3=a=JQfC4Fok0PPrCL<6zpLg;FaPAE|A`1Qxw1{}t#B z8Ku$G9Rm2KjLQ3l4Vj>kPXJ}eYU2@PU!$LPF-9ab!-fAT`t*%oopkoF(3S?ls)J2>j*#w?*070f-A7Uapb z{gA%a&a3Xw_3Pc8O~<&yILTEhGdr?c>NRN4dD?eTZN+_V{kXQdit2&DJ7lvp*cyRRk; zZ(%tq{bI*a;9Fu#7gm&+5`@BRf6Y zoFm*O6WUxXa|=Cn@E#aslcpuDF8|l*PyNo8*lW-u1fMuzkT|OSMXXpg);)ISq=b$Z z1-gh zquPo#cnasAVGpeEW9dA-G8Oxq;(ZQ`o)1+b>h|qJ`UJyU(+1TWLsa(G=E~lI*tMuL zz{Su{2I85euFoJEBJ# zGdij64yc5+ZzHFWLK-_~YcOkStR3St^n1$O5VDM;GF;6pSmrrXWJ%9`fOb#qJx}bJS655u zC*$`N!p>qCSphy_!k1w5fi`F}n&v#^9@Ew6ZedAF2kA&NewQD}jw|}T%eSrPd$6Zq z(lgk^2&UL`Oe_@SGzEHMmYaIZ9u&(ux37ree3I6S$%;&GejInKJp+*GFmO7x~D*YrZ#r& zwkJc>%;f?&yE!3zmhcs(!YQ=mdD(bruAWsv4vT=mkv_7<*X6 zYmr88eGcFi(^`qDz*Ee%FgMDv1w&7R47qb6&{Ve!dA$;BX=qYRlY1V%vuw+zkVW@w zIXj;23VlRyP_EcX2zp#$b|RP(01zfvu<+J!fI4t6`@#^!L z3nJ!HqbV5G2=LWM0tdyF;R06YO(DY11S5q=6dH~)ALpgf=Nub1;`uJ&UD8yTVsS5( zErM*OV1bf#wk;^t9mIoVV}pQk{J@4mTo$v0{?asi0}{8PQ#&T*#aJD`$j;oO&;h`XKI18nPN6%OMJV z0OiQ37WdAQj_gbIo%v^UWb7$)222B)Vpi8pZ6Y0_%CURdN>KsI-}$=4T1&*0*5jfC zl?=J73r>hgTwMnc%EfD)-1j{F1(g)*;@}`|0iwXEk->f(z33=n8Z0sySAez9xQXJZ z)TMT8n`el0g;;JZ0n=j~g0AJV;DU=XR}z5}o)+IF_+mtXSDC!e(UV|x}h%lfD9NcPL*(`y+T zaO?dgx=`_;gcRkvSoEqkz6wM1LP15qr_uIzZGk%^3~s>5IzjDpjz~?d9pAPV{x)O> z>*t9``=rmfy=kDw;E7784R#%qOqxk?6a}{cou((L??ko$(!mNuOH}PO;pdYny?2&k z6Cg?Q{>XEiAvLhV@?rRMMl`Z!HNGK;1vIEIcl+_l#W&@N-eP7M1v1U!dtZ+y@5GzV z*`ZYC(vuE77*6}^HNfqdqRSWij2K%@=z0uBQLA697~(2Oj7@aht4VM`zd8#Fu1iI^ zRapSy0lhwH1E(#}bb?6Pp1enR6(rGPY*wnZ>XQ{j9YWqI8;TA33dHMP7o~58!-n~M zo-~>5H-e?lh@WXnVenB<=Hzba#YA8aafj3gpQflu+&?&xELpWduFHJH2LDZNfIY)j zxJd<&{2WL6llJ_$@Uk=&xVw*hv*a8A0XH0z=Y97x=pc-px&=mgpzn=MHH9w-)8&Fd z!b3GTrxYZ+LGnjg4-aMW56pD{BN*2HGCcWXu85TPOM+FL>t={pm86M%1>^cul-y$V z8kvqltC=4g2N9oiOqtTHRS*&NtL9)yHK2}E#6p`@0{!WZ?aIc=L4$|EhbN-HuwU#c zg+|L*TMdy}LYzBZyBSO8za7d%FAe)Y)xgUO@1XbJWcE=4)|N`Y?It{3@wnDb9VYzU zRclGspvsH9AN3Hs^c--VDxzDsN($dcU_t;_D2Xs$D|6KG*8LAKuTh| zZJF>*!=~dAYO|>k8WJ|d3q*@doROjn`reTRJ|h`IDwra2cFf=TUWg*RO+cM`D_@6; zLnsR>Sd={f{aAz-30H{r~?H*K)+zF9~>s z)z|b(K!s%ycb!5NjurZLDT+SDmRt||^KA`2bXpj$z(SxBxi72zUnt($jCQYsVRtQ2oNK?X=+>x-a}wYN9{f$DcK*6iJ=adg1@YNWQPhsGl!Sj+);@BWo{RPvcsC{-3;oc`owhYvqyb*sN`gYV* z&wZ@^&NQ9g2Sv8Dg`G{_wXpoA}{2crSScqDD@4#ee~)7O_EU1)3F{<9QtHz z7(Yv(Y(#6{N7LRb(&{FO0(KID?m+4#vDPVo0F;-XfLQRj=xh5+F0$cV=<)zcSg-VHx&)BJf zVpvL9CkY+O7=QR&bqY!;aivvUrnnx%Z@(5^dl~zguF+2y_B3DvWVE5^ge1x|abTQP z2mIBYQQMNy&Vh}()R&_2UEO|sVbJD=_31#%D>>b5_wVW8O5<9V2VBIp2u7jv6h*m6 z&qdTuAB7`eAXyecivmYM-y58|Hvvs>f~iq@dV1{|v1~qO2^=KbQH1hHc$2VL!t^@j ztS~0$E`#7UNqWbFuMxzXo$h=5`DJw;l1PK$`|Gxn*y`=+JgVRG?g~@-BPCS9vVKBP zjie{nXR(Nuh?x>lSmSi(>vH{JV`t^j`^Ttbvo?!AR33tsPyE?(do%hXW|0DzjhVLy z-{*Bp%;2=d@JpLm9wzKBMh)jEo7KUrlQHM4Z5~8~Ck6&u4M%Cr#gW?t!ZERh>#dXo05$d6z+>%#aaPRodx^Mq$#ok}Sz7~~JH}7eC zv}gt6S(B;7`d!Xa3M68J^b9?Rf=Puqzv*poXT-4=kP~|NS(1Z{u8EbQ)S4AW)=kii zX7u}q2A(*3tVK8EJTsx8)k^Sq7sEyc$Z~5ys^){j8oD&Yo)stX3&+D#?hh|t{2!_N zfD4DT(7#6;kcZ?RP@ybs1(aS}N&!vX!JC`E z=wv>$8(GECuHHYN2zRH20YeQ`yNb;{C{{Z|;4XkV;H2uO8Z>&mdw1op&29Rk(;V%t zh-z&4X6IT!j!2mt7lj1a;suq@@Xiu2YfwY83J$5@J`H>=Ir)ctf26ds#y$0){*0nK z`*dK%<7+w|X~;pe%5q@#k^1poUEd27#_e9cJN=$wNcB>H{Iwfhh1YDP0x8Yd&FCc| zwy}Xjgs-V1D5?ef1;YVp^iH=i2v^h#O*?_KsIXw~sbr=)6eASE(}j%g?3{n4?T7Tk z5=9biKRWM2E@*AwDI~YWj8@|e+|Qzk))J#@k%{9Q-~wf9E7z&Sq7{W2VEwEb9wb8? zXUax+j-nv7%ei})24Q1$Lm1S&14!DW;LM|?d=To3S4+bT4Onrt%ie+10_W@PjrZxE zflGIrbWXToyx-k}q^4_S&=wdYETd)!H(5ZFcd`$N5Q-pd;3Q$l5uw&K+NX2s zQ4qRjFl)=-DKjhY1j6XkLtb5*V8*n1l?Vr0Xk($dASwy$tXbitV4?$3wiL{PlRy9R z@OPhU`#plDzExTTxs84j6ayjoGe^%A5boA|cDI*phZJQi>-92=3^}%N{M>3!~l}$PSY;o{fm|>To*hjccMf^_vrt4Yo1GJIPK+m%iK>S&pllwH-JDSrXV;JF*Qb>Gg?}dG#PzD*hk4J?Sr3-_#KjP@e3&x_(+Wg3%av?R4Z%nYvLR` zB520}0Fk_u!Ri^>nhK%eT-$p^_+7lMsF(o7BpAX>BMr#wal1;P{)Q@II=$@aa8CO? zCTC!#kAZbpz_B<*Rm9A^x}3Iq2njqkKhu<$Lt@|+GLNY~4inHsxa7ibHYr}rebTq5=fM0u1S zn`U4kTXSfaAR>x{TmtE*?c`pV@549*UO_gdDM5n=@q)M59}7h5DzK=OsE$E+M1UxDx~~CdlEO~`_l0vQ z@#i0f3rW*~Gz=xwC^r_90R&_VgF?TshKJco$kLTCG?Rk+f~lg1SNUehRaY0Bx2!t~ zB;(kCWpzQUt5R`AMuu+k2D&1?y=)&#m(cW)y~9w6@)w!(GRDFno(uShzA2gCEU*(t z<42rsi33WH^dz9ewtk=IiHy>h7p#+57nGRq6#$)fCy&|0E)<<|ALNd8f_FwCyyM24oFg1B zL&A@0FnOaSi~V*|Xd9x$lY$~j2Pg$#x2xI*3Eq3fE>f(quDQS@^h^p2)tcP2i7h;X0Qs8R}MU^!?^}$gNy)Rh2 z41T@u5_=1fg51UDVTQ5r`|FVE$5!}k%uE>`jGTl+_)V)J3fVYJl>waI=M9K91UY>; z9<VBJ_B|qLQS8(3x#ype|NoCOX8$*hDMZZ0-$}WDe}tIa|C|%}5D)()lMwkj z%lFE8)NHW1>$93jp|K?hG>|8eHg?N=4mRB^;>w~FK}1-zrsYpQNmCV_tovaL9=m$X zd9>|2((EV+FeojB+~W;LIk4H0y_Kl`e#_pRX)vrzuweyc zRAYeHK-Y)O2B zPvjf0F(!pn%FaZ_Y4m3ru{h2C^zUzRJ~@?#RISp@tmY*vyVF~%kVmjX+!R>3@bS-e zCucPO$=0=W$BMMSa^N(@>~%e!i-_Y{^UK zfsj~)%ENII$W%oIgX>7k;~PK@9NOz_|LDT&HTTI1XwO97!H`kHn5)@3#UgpltgVmc zVwIwn=E30o4Ebv>w_n{Fc+YqP8rtrxF4W^K0q*GLR?wXVn$WA(egG}_bvxUTI7Q96wt z3fK2;Sx^ssQ{mmJA3Go$ayyd#;UTZi-57yF!kw#Lr_fyPbl;K6qn=v-ST<5(Q7Jfi zTomap&;fR;PHi#BZWCcZb5|i^<^}jo2(5> zgH#S_D_qYC2po@OwAti*{pBH?S2+JyAf0BDLj0p7(dCVt0-BFZ1@La<^-IO=1(&PW^I@P3avx(gHy25goecQDEmK9jpGbT0c?dYL_Xk;p!W$D zD$$ANqU^G6Q9oZ3WC)E^DAeefzgt7~JQF3{2EjlrN%FcmL1x zfT}puJpw)!)#OMziA@&?;G|1%NrGy4%mabilC#Ewr?Q8;* z_Y{7{Q{^TKKer5KWw!A!42zC7es_8cWG!p`EWz@&N{Gs~Luw>`jGINK*e@Ju;dak9 z+?G603?NpU!Xf6RXysjN{V}LM6B|VGj-k8?<~N z7i-d(@xMVjqMQ@|1ky?S>aJ3LmaJN|G2pmXU7oz*e&g_i|LhME9tUf`-_GIi=Lk8$ z6UDYk>*j9Ur-oFYeP@0$Xbz6vj_1HHb3LIE*c$n;n-dloGir3<>yaS^r5m4CBz!JO zGXV=FWd>*tE@TBtjyBJR-yjv$W~JERZ0b?uL3Q_QZk3wuyy7?W3iCceX1y zL@8bDh*Tpry%XbB6R<8&`q#eQn(-b-J~4P0RFVzsY>6zs03bOPH926a!K`ns` z;k~;;nul;X3fvVYviph^c=kYp8(TtN1M11m5nd&cZp9e27SZ$}6=^8i=Zy{P5{dKyVDf75&D2O;+LHrOvNxqT)`Y|h^1yi!ipe2N5U1lTEVtXc7!gCmMfDET;;(ZkQ zLzpoTX+C|&iR9c=z1`KlA-y-NLTB$80ShvQ zJ}wSl)TYNmxDxqqZzb=3MoUvKT$tNb0&~<9jD?N3V770F#N9Hp>pl|k(5uV_r?W1{ zJu}`Y`RX5k{@DoTGZ|?34hp@F(75y#=j8~Wm*Abp?BP2i8@|n+R=u7oct6-P_e&`m zDj{bHCGpi4O(OoBFFCAzb*7t$N)^1xgxHN@qC7zGlkidfML_-iuY~;LgD6<=lNZ;- zMCZBS2TNr?5ou8bKhRX2AtvII1V6dEzuyN;%AXw8{p^E6hClFj`S+##`>t>${Clk+ z>-hH$5)=D(T)}Sm|1{d}bK!h)cKxSL)bcTMaYTpzPl{;~H@pNL}wMg_4_z%r@IM*UcJ1T3J=Xki;-HQom-wnT}tUYV_%_hmn zghyvXpt8=?H25(Fa03O+aV`cdz){}-I{aIuR9F&JpLeYG{OOQL0Kt!#>+xCc!V}kT z+^9sw)yCQyMo~KFyO1EHi4Pp|08Rak08I0@xcS+mjW_!IPGm>xTI=p9eEszm*uFTO za1#j#`EJ3x`EIO714<}>gx&#zAK7)|#*Ep57bz*Ff*KD^%Z4iP0WR@YQ5+fprY8K^ zJ71x(??V%_`Lch~VQV0knM$c|Y6{maTC~Wgo@2`w)SrvUHqCT021B>|@_X`8N*;|54sL_z%fb6_*aH4ZD@oJ$HA}KP+eba9AsNV#@Ia zc@uR<7#B^j91;18y!96;zvwNJR2pP_ZR$kdF+a-xG5W~$&-@QG9}fVncJu0QN^SFP z#3b)FU{P9IOG-!t)Tw4V)!-XJ`5fBXrh7xh=J(%!H#@1hvdaCVZv1 zWdU;5*5^0;_KD8&<;%YhK}Mmt`EgpBl$4YWT=Z2M+k_8=|MpHjK*$Ktoj38DZ@5R> zFg<1Rx>JV_Tc9WYQV@&JR?j3IoQ!KTWlup8j)TjQf#!4NxzHgLUaYIZ#+<1@p zKt=|9S(HO3tyAA{b%5`I1L<&ztHciRxZ4)&Ox<8aB{bm8_5jL~SbiDEW?wXltg`vG zhx`2l1DfBUee9%jF>;43sAB}RcR&?og`NxlprGwdRgce{Ig@1tYW}>B#I#D*f#R}3 z>l*9p`+J}qUw+xk>!_u*H5{EXpeQ&IWZc=-m>nb{g!wVvtFDU42m3*tV}cNMtG3w~ zs;~Gp5z7oCb)_#s>)?Rb?0|Zr0y1#vmJl=+S0XD1S?rKsIS*0A0m&vK3+llc2wN4% zuIvqB^pho~85%)u7w^^EV^jZ%A0_<9Tknsjp-zM54n+Q$0lu~ZB*2Ejg9jT%ER(P+ zJ$C^4>?X-^3WS$X z>bAc{rrc<(2jRyG{vAFlal+ps%>T;(d&0vb{uP(Ra*N#6&8?fny?d8b5Bl+wltGs2 zw)(t4&BYeD;vc1-zDjKaIzg?mG$&+tt(@`m&p$up?M6B1xPs}0 zZ;!SQ$=ls!{Mpc*Tx6Qzl|I<>ejD&j5Q6J2Ia~4Weq(E_jY3h$p&}?Cczx(E~*BW_;bNi zwE-yyb0d#qVc8+>rXtE#p!aN7_JD1Y1Fe%$G}?i-p9fgdaa@OCntPU4&6{9z+EEZB zW{y{u`$AQ``7P8n522;q1W8CT+I=dqGXnD6K7INXZh`wA6?YT>1xGY@wrzRb7L-tb zxD}*yv+d>M`uL#}?6z%uE+b}n0=uUYW=6KSE6G7YH6@|dZB5mV*4E%s5{8YLc@4~v zZQ(IRbL*Frzeo}Pbmmqx>b}fwH#@0hbI>5cv;ywRQ{BMR%-lVEPw?02@~3bPw4p3( zj2)uHpZ$fGm1y039ESFaTw0c%tyS5N0mrYTG|1NG&MlZpkUp3ILXkg(gBoY z;2cM@`s&LXE3L(+{&MJ02GmB6QLx$o4j~m<&>JY&tuBQ7NRV-gY}&4kL-Xe1?bFc_ zVS*|fflhhC`gw&R^V$br9`&}rvbWM-k8IE|J~EEUp;c=tc?WVLI2NsUxU6~uB@XXp zYHR)dhcNNBpdS5c_P`WHZ0G5rB{qCum^V`a&ea}(!0^nX!8%KqCgtTVeTaH7RcvH2 zaA(Ue?R0d5Q~XMko8o!yBwxf1>&2U9-UTAs%KM9LU<~Yp2USRDW?zv~o@%p_Uy0AU z4HsC+uuCPWb<^xG)(FrYS{wmk&^OSAQr)Ktum+91e)Hx-6t-;;Pm`$eJ0fm*82Yjb zw5Kb~m~m%1rfG)7DHtW?LQ1;{vgRb9EF<8PIIwU}N92jM9MIf6!B=y0*y4c;3sJ+{ z@csAS^K3BQwd=y9$&*hw7hnDDw?@>Vll>;?m|z7sp#O?;oYw_r6M#}CIFm^NW$gee zoUwb_sxWU{)H)nkK|we%iny~lqg4%F3gxkD6%j8^q;I~n_tTx;Uo2VJZ^BU-d`wUU zPO}EI=2y)N?p}EkHvEOC4UVvTbRpT{@x^9$tDs+SoV;I!d@Mv4pw=}M`IthhAHa$etC^n(mvhOUa^LB_BDxPGhQxyP#B?Av<> z4mDw1gy0eA2rbbCJw2U{N`ES!&J9{9x#xB=miD||ufiOva~`{^hiYkQO>(*?dl77`xU$HU1uB|vB~I_giYZUtw1fu$^;4-_b^s_m>t{n7z_Zx{ z(JCmrUNi8|rjxoZsqrw%+5u-x-rYD{Ryn59xuK=Q0a&69dI=+RQ8vOXCj;j-O&S{z zv@^i=2FHIV<}~2l;t8`3YdvY;a{5{0(A39L%JWon|3pJMU?|MS%kcpGvR^96$rUh) z*r9brTE*$w$pwBD>d2hr#m6WrDBB_@h=)hqd8kuQ&i(#Oknt+XZuHAO-WhM1@7IR> z-~sG0z3%SlXF0QSj3apIpX`eVqet+ zmqOhZt87b@X11Bt9$18t&d~SKgvFTxwQ$w z!Oj=qmjFdtR_gbIG|zu=JR{e0dPEHY<(t|P#ajG=?cMPGJDRGb(|RC-zL&J&JC#}& z@cec-ddFlmYtH`L(Hk6P{#h2hr{*JB{G=<~xSG|$i< zBUb!vZSeK$*Nvf%i$mF_4YJh-*u#6vUw610X6^c(p%&2u9PW9Wl5sw(0j1*3TZ$sHh>pAlBMTI)B z|KLKHqm+vCs}j&)BfLRUpcFUG_nXA0wgcexAsvdjMIr5YfWx8@Feb>^TT^nx@$1-i z>mZYjM{pBB1@!b-;kGpgc2cLraH^!_hWkO!F~jhsBbx4AvR-075Uy1=*sRU==#wt` zRxG@q$2VV$#f|ESTD|A?h~qbLDpcU?a6l>I#P%0=uR}~@X}!ee;p;@Y#~SCjcQjxr zWrTY5sNCCumG1y~H*!~KXdd7}hS>i!PV8oQ#NzG6ySv934=B#ki(ie_AV+wk9|)56 zaOl3eZ|Kom_BCG0o1v&~M9;UfQYv~+P6i#(nxJo0d0SB|?*@j0e5z7AT2k`d^XHpe zpWpcodYmJp=gWB@DB0c)+kbT!Di_3PIVcr`E1bqCOG0K8N{0y zAd`D@>Q$6!W(q544Q>d!+ zxZmupkD^|^+Qw%ev+DF-1iQ1qHLiu-*B<~F&T@LXRBOqSLX}7~i7Xv*>O|+;sf*X8 zZ9a|nJ13=eUQ$Xb64lykm%hzJ3;(?oD;-?SRPxQSczYHrP(z>sjFR^>sCAXeO@2X7Fk3l=YmlHo-Jz_rSv)Oc};lAhnP)N(v)p zYPwpB$5W1XJz@VCC?^(@9jD@{s;VY1XC7+u@^S^{)lb3mVLS@hBsQ}U-~V2;o-BTJ zM@#AjPTA(bZfqG>>_sdp1f1=!o-ELgY)iX|BCCFasS3{g<>CiUJ_=q(NGkgp5H@rU3KUd&XV)@9p80$8Evh~$_#b})(S1YI-;Mko~x~X?+@aZBj!4b z+m)dVJy1a>esOF2p&s>A%{}6Hj+<{6<@bz9Mc0TF4&rD$j|Id3AvQ>1Ls0jSMPhje zd9ofka>Nj8*bOZv@qo6oZHm9@M9+;q?vk~2)umvh500?gJ`Ah#YiRhe#Jr3YRPA;Z zb~pWCmTG+t_#SI;2@)IXsMN_>U7TAhp=~~mXyy8C;>3x2oj#wS^8T2f(98|@ zHJCNj#;srtn2dbx0h)Fi-?JUqO$fR;Hse8DNsbt?fgDZhrf$aezn~6$*(%W5Kw%=2?Zw9hRT+K4wtouG80sAil)RYNGJZo!W9BkPK5UKrnFJ5fnaFp#P^lzxXTn!*ar_h2x z1-s!IT}jL#h~?3;cpmU>DDvO%a2X|~*!7prw>Cb!AEO_=5yx2u!4rzOb_lg8pgv3> zmWxAzO6=NXedG0$X?qmmjK{TPXp z@BaPC0Cbf=o{rpWJN3jh3!ZvDic;#WV*bQEF)bQp!H2EvQoQY2vM_<)}AN`SrnBcKO^I8g7wj-J~ z&VwkgzO-9Rv|nbe!hTuc2Lc8<(Iik=kGQC;mvkz7ohvHhCPLg`eVaFn-;-f17Ux$+ zF`OlAkane@%jyCDn{SVxSP2I_doWjSiR4gz{`_Eh z@yOp@?8{gMQSL9^l-O4o{AQEZ_mQmIXrt zFtZVOiUy2wPJ{aR)}@Zx%Xj)&%HqL1Ywn0ckSq^d&|gW%GojN_zM(R`u&7ARAjakD zY%jncCQU#O*Dy`p*%#?Nx~&UIfZn-tXUxuTH6?2=kEr#ks}9Zn)8RqV6(BDMsuEC% z34ixnIc^g?KsIm%cOuFc6#?IU^0%bya&KX%#$}*)h0VrzgdOhc0;mXs5o>Ecj+1I` z=cVUv%fr#p$3PjnKj(NMndyL7U2}s#XH@Z$hS-42n3Ub<=>9 zy?W8BAzpB>w#F}gZu^_Ys~_aWUmPnRyB%X8%no3l(w(sFU0&+Iq7Asn^S}bP>EF*L zGz7N$xEGe-Q`>FzJ-->SP>Mk;q-&*%wE6R;DahN`flY7#{tc8}IZkPwYyTXKb~=x_ z9B>dRu?LgGvJhx$4X+$N^k=~=Qal8j*o+9scmP^F4Y%ufMY8OgDRGA%zjb!$+L!;j z_M(i^yc3tPY_JNi4t^Lie|JiIP7BvHr0fG35Q3x&M|p4R@_6{VLZ@*Fg5?flOUrPC zi9#oos%$Uezfy5$D+&Up@w`bw=Ts&9rbec%5WCVhUL8Ez{p1o73C6s5^UGD-;>Zxv zlsDhb-MDF!0~Bvb$!?$DczwvaY}fPvMe{1~l!1R-D#a%JvZY!* z^w7yydFQ*DR9C*Zv0#GNC*b5P7(dcBuWk~TdA0CbZ!LH$V=(<>)Jd>8UUcv*6JNv4 z_v!F)X-GYdL6Ym;I;*j1-j0SO=xAb%k~iL-nYw9C_xs$RbQoQ$4Y6QJmjp@QnmDJ) z+y72q+$dWw)m&3(LtsHpmZy|{^cu6-Al9~XwP&LSGTW`q{u0b<6z0!=WG9R2S5^II z-Fe>}PElHa_LGUenw6G|4!E9a0t9dxWZ5sey+F*{5|_}9Xxx3Dybko#vr{)oDd8Jh zTkinkti*vH2bd%{IxcRHRYMcjY^#FNiBU0nkq75o3b@=@7W{nSkUSspPrpU?z+-6O zO@O@bXkX4ibp~nnN#w3&a{5tUxcqjdVRK-xbKvpgn^`hNi@h-#%;Rt~%!=Qx9y<3% zwWD?lw;V)ncF4P!aGrZ7?Nw!%V7kTn+2gsdZ0@Mo(1!~Zw!~iM;FxlId&uZ1I3xA{ z2C^gXDlXR2s(@{jB@7Not_^(LByXOR#q}Xmfx4>$BC~9Ewf49@n`WjgRvVKt=&OJ` z%C^h8JSJTpA#U7Xd!YBM!EHbz4f)QLPC^QSApTN2q8;*^I~=oU-u1kf)fheac{TPQmP>ka zZmHOC92glsvS9$8$UbavJkH+HU=(YddJdxm?xNVXH>atD&ACNIBw zf{%C_Tq+2!J+StlOj3z?BM$hzflUuHR-(?3@di>wq(5!; zuo~15p2`WtyO`=m;DlgjSBQmWv;mCnz?OPKZ7@JwG?sLvT`2HHmWHC~g;fNhpMN#? zaKd@-xIf?o)AB9`cpw%F05hUbGND(g#ew?Gt&?*UuQ%Peb}b4uSvj+;3mZ3XWSi!C zv_av6vAZ!}Eb(soN~}eLs8%jXgDEyM@K1$PXvxk32l3O>%k1>A;-9*_)0#S05lw8X zp|^k^r77skDeF7GJKz)SGgcxG)fKV3dr1d;0ZB}l^J!bh;utMNdIISlYM3MUrc04w?Px|?037#8ju5)G!g4$Z|r#{O$^-mV;G zyhwLcjK??l*HMX-w@`jZLqW>Cx)nFj7Nm{MAGh}$9#y9-hhN!tvHOqLAWvI>zosD4 z<5r^#yKL#wxi#Hq7HjE#hm_%S6dbo)N3m|{55Rh0G!Ra9g@TONQ8jt`>sKmwFFiL; z-ncKL7@#>@BQ$E8YQUKxd3ES{jzO|PJKTyCNKlr%XHQ9)eLimfar+QB7v!l#qPY=# z1lAf)o~k!`nfs-7ZQ20Z>mnXFr~n|gy_Ew}&Z0XIzm1LU8anXvk*Cm54UBsZY;hen z|LZr;&2zT>zEErNV!4&4=9@__Ir!C!bS=p}X+r~Yj>u1p92y}12`g&2sJiuz?|P>q zTAlLh+1&{5U;l>#78*~v7qusEqSKku7gFs_)rqL_twzRIt|hfzrZyM>R=^Y0hi^~% zR9VhR)mC4Sfs!de!K8JOc!+pJz{t(&%~C5~D4g%@rn2x4I3}FNr@0ma z*X}rdcaERdQ5uM&yt0@7^%kI6 zV$2w@f?#1JXBoUi4X_1A+9&BjW@zfu$GwsmH!cCMRvklm zND4tlO?=#07Op*tNmosA$U`VT9KfH0je79FsQzI_B0rEiG@LUz$TDtWfK$ItRF_J# z)h3LdTZ=;(cZ(>S)iZjGAN)#XBT`PY(3+?HXc(`kgj9 zi4Ss;ShW)6&o7xKvI+M+0$Y3rG{tLvD4tHP)bJa z0ofqrL9qT^ObUysHe#t{nVFH%@tqr-C-!_fa_ai$$Ai)x9+o2{TT?!R9Q`)R+4Bg% zXgYb`;)?h*Y{7d`tAC@!9z}o@G;H2NX(>bL_2mJ1`dU7tlhM$89b0>Yx%=yVB;1M) zwi&C3mK5H{=f&ZyDhF>)K+nGe4?5m)y%KZ`s#c4!I`=$XIMvq^zYR%;wY4=s`b?#v z7c-l@20cf~F#|ajRU~|1s5>9+=^ddtXi&h|dx!ptQ^y( z2t8m39d4o#PT*G_+6oCUDmR^9c=BBmO{N&S%4 z#G!m_izeU&i6LSseyd_pDshTgRWB6{5Va zZzDMmt4vMc)FaNiQl{JX7{(cWtqmK_3y8zm*x-96?O$Nzt)T-nWPt2qv>=L6z4Jclb$+iqtc8 zM>Y8(fK0Y{Ved*Do9TEcVcR(l8{hnLZ@1#(hy54k2W4$Y$5h^IAe{UZ9F`#N)2#|6 z9Ur3zB?lCyisP;oNm|72@fsaZN09`MYQzSv2d8ldskDsrC5sAZAI8CdA4fb5rgh2# zd#$VB%78i_kvxuyQ$f9Ba;Gj+@Qp0J484X<)vdiaoKSH=YU3u=?g^N15hdnCY>MYN zLUc>j{j@A?PFL}O99^LRDtW(;uWu=gU!noeLf|Cy4#?9ly{5Mruq*34@TbR(9&@qC ziSt-JGB(&DSX%~G8S-}(Cr&#<3b=wIuL_eVqt+m|y^p$nR`lGJ_g-Ir0BSx8(+R)B z4!n(_ZdoNqkujVU2c9=uoeCOdalkh^LyJnmb)|zCQJNY1khSk@x1GukmHJ4cB7Yh_ z{-r{*jkX_e0=^WE_~(#h%GxWbtDAuo3=ek3zCA`{K!8I4Y>;kifb|6Bful$7zC2Ly zS;h@(AchJD)LM(}$V90H{A+l7(jJ$gMUT;zMCH*76sA_TugK2LnL2y6A>$e}L#JVK z;TkH7<84k#hQq^i=-u*?Grf?6vVYU4^D88eJhl=*&r5{~#{S{geWmIFvHhKOnGm&) z4ayBt@AB9U8V`vXCi|`Ie6U9^AjD38zx+hI{Dkg_%5o_u8ct~K_Z(pi#EBa5Y{)nA z&WjKIl@#{L9T{NMBJaK2KO{AGV{vaSoXoZ$gNaOEF+r)rJtwT$6MiBzn$ky`{3!MG z?`KZ6n)=GxTjRT)Rve5G(0=Z2GFW*FVd>uK?@&k9Kf8FC2NuSHMlakgqE(1p-W)w2 z;D^Ywdu5os>4jJRmxl)*%zZ>(D>;Zqpj?3Ls|B^;V8e&e!$#`9*z19spenjT2S5DA zH?KHF060RdYUMxqUxd90SkL?R{*7%Owrv~QW+I7blc|ABQK%?WGD}2hQ_`Twyk)9P zkzyAWnUX?MY$>ErO2xN~l_Dh3_`KG)^E=P~d9LSoJ=b;4wa>B9_xt(0-)r6LUiZ4! zr+=w6A)3^9{=~3S$4&7iWj~$XCbz3E@N6MQi}cs^@`!ZYJEfD)A?pIqFEeKZt7`Ly zhdV~ zX7MJp>%nB6|=&NGV-&GrLX@A{j?3UNIjkO^Z%nS}KSRH}f z&9qKe_BnvTEeHh)g1z^&Fi+-c;!ySR}o{ zB90E^4anPBbm_PQoKKN9t#AtRib}SXHx%~3wr1&+uo>-Iu9J+}?ra!Y^gw4C;JtDY zyhuqYqzCG^m3-{`nL2;vZ+@Q^bdi8kaj@0tgz{fP8#ReMhf}M&+20{=VW~x0^Em&W zh3oQ@dG{4tJ#WA=WSlYSTG}WCJ&Pjfgd<&q{k}CGm#AlD7M$!aRS9tdBb7t1s#+@l z8evcPC6e6M!<6DEu1vb>@?+x|nKF@@>{eZ^yYb}EAViXpXzETulxhqZFojo9@_Ysa&XJJzDs#PZ_13-J zg%s{Qaanz!VsnJ%>G^xR>&=EFS@SZd%8tIkF*+*pJIL#2x!9b#?M!E=7QIy&==BhV z*g1GN!uhu+knibN^VD+{P;5>Z6H))*>`@58lmU7jwyAbwc}aG9tcyR*x{%LC6pPE6X*6X{ zU7LW`a+C^BEee@rh$<4oPCtW$+1wE1bwKSzn9=8-8>OqjF+NR(7UGC^F$=|W$L`(F z!=ZH4S~wp@U^T*a^)#lkx$*B z6*iZRvmtcVV12+vAtIjq{G?ImB*Mu%TYA=&^sk4leLeBxi|grDoqG1Xh`wUL(4j+D zy5$0tEX7V3w08#9^#cb8wIFg)hqJk@Hg;Lg8{jWKc;wO1qem?io8nP7hEeGrLmr-0 z`=$6J!!}i#8XCrwKkfspc_}ShwX&eO3nJceGWwUGZpOvK?k4;l;&i#IOKKcZOVV#f zgr&AL;su&*$?UFev*+xbix;?n;Y70!&o2jqpb8f3Qm2|hTtq@5Q0TpihVmQsSN>Rs z$`A5Dh|r@?zv=CrY#O;v9{CA*K6E z_MHYpj6Oy~(cY=yn}BrwhwyZb&&w=WvAj}B5Z|k)YWrQBJC7#8>O;s&M;RIxzZOg9f24#uLZQe0OB)tuplR zMf`Ubz~&p3oN>!r{r?#476ltkBJ;EF^H-cae5wriD*AqI98A-qqx<5sdmGd7;uk44 zPE+r%yYt4Rs0`qwA+jc`m`^QYT7_g00zjD+)@IgCM64;M7uFtDQ0nCd=AR19rM(n$<;-RJJnIkYI%b?sF8kXbZ<|3KlHM4Qsl0P-I`6OI&|_% zAGh~dH_M4OrxvxIw0C#P_)c4&XsK#X5AH`j7qOL`KmGxaOBm-v{b!69|HCnD11h!q z^_wIE3FLellc3%UJXcGEl+)>_(yk39&=@?kznhrox+xGT0=3(EnxIY2w|BWbM%=p( zoSPB612sgN_S&$qJ4CG@vNth`>Oa9Nu~JSeJt0EDxeGU@2ymtbJddOhqy`st()-X@ z?nR;MU4u9CX)kTbZ1qBc4+)L^;bcsP2T-NFKe$ih(s|){@d`i7T2IS1-9}BPeM51L z7EtG1H2nl_6#E+27*9*`)-L9*d`V4{W=K`_kFpZ#8mdeo`A`|1V+!A#BHA1Zh__1T z=PI&n>yKcEleg^o@Nkita^?=!B-|3+_`*(XPCiN1ReEqA`1#y}H3G+G8+J<1>|{A{ z(m#_-+^q;6dp(EP+xr+=4~sk+9i6N?^!MSba&l>Bu4Hh2^MNm9#DPi%T=;d!mDnwZ zlkVOv1m0#)dcj1Kf3~*#N4_QApnFC>^-yA>PTe*3{wm97XN67g4GUyNP&v|J{!M1* zCd>F0uSgw&5)!BNs8zj|)k72*(W#6pO^Iw(NB4d;f3xHh^0~16gL0#6{cx9VuQl~Q zWO?DB3YD+5-UskMKr3UFsv}dR3X7#)j8$ADnY~y|&rtD!oX&ZbxSX=iNZC|k){3keA zc@6Awrzb%pI+=`Y;mcQ-jd>7xVH}JBi2Jxa&uBWUHOc$)`L(sd3@MbpljRp<&c6Zw zPlEN4O7aKg<5a5N}VDPv0N5qWZ|Qelx~9|g$88b;u;h|P;;25 zxU$43I)9hfo+01?(LNJQpCZ@yvHOXCNSvk&#@--4$1V3VtfmO15+~1>!`@BRbw0I@ zG`&u8 zH5UQlh&e(?AaU^RZXx_H9j7@kj9&srwCa}8BA^A-2cMXiXBursY>}QgqG*PC+9ILM zi7o2%JjU3ZB+MbCaW55@OHfaJm+9iU!FvssWbH5FQHvKr^xwG40H{@bm(cZg6z0ax zpJ*>e{vK)6sU3v1yn-54%ZWe{>vpFkr8dfL2=lmY8&}ATvSSW7!`$QImH6g=@7W{C z(cB(M2fSjqZ-8T$AxpP~1P5mtR2KFT(THN#S6QX)t)lh))`sflKln_BT;Q)Q^0eD* z`-ck62qzI5ZNB?XBzKt9S@etV4uRvEKh)z|@CG zwWJmI?7UT$dlwtJ?BSpE4lG3DoK69EQLqpEx}pFMTu9G@FabDVhEWvox6roDK_5Q7 zYi%{!_z$?%@s1?Eg#@d-2JDM8Id0qolrkCQ0zVIf19hr(P6rIFhi6|Ens`+*&-gu) zo!;n2luud{kf;PK)+!*s--hC4jq&0z#oN`!yLPr0MBqU|gRucS==e$7PZ zUwe*;K#hyG#VHCHWkO2JWc%&=^Fe(2rEACE-V*V^;L#e&s<<0wu#YM4(<)p7W+xGpiB2pQM;vk*^cu!=)eEE9@8=ef9J zh10jY$12%ZD6H7}{Dg*dRxG7%hr}n|(RfzZxYqV-&>Q--JYUq7U(e*5PMPu)@9~Tn zhef4D4-!fn>ssg>1ZW4A}X`x9Xe*p?MZ-L;V5)+?8 zLc{XzkFUzm3FZ31JDU0qvq|~G!O3k(dc&%{Jx1$h8~Qmpoz0V$Qk_RX@BY26{L~so zwLI&JjR~9`q)iy`XklQrN+)R-OIH(}rLY$B;4`Opefp%x&SOjvS5OUI>?1E?Gz`V? zLJhwwKB4fs1L;TZ-nHv7tvmDige}E!n`=Nb0T(ePFptNWL_s$yt@q3-{UJkq#vL(= zIXHM-jZ%gBa1l7*ra?tXwgoLspT2lHnJF~)6EMCkyzE}BbKNd`D9>yPO|Hk-Uu`|y zoPNd>T~obEA!os7G?PwP>%&SPBX!FprHht885IkRZ~v zA|K8p0ok#7K%Ayz>MSKilR-Jq81_cwff&NR$j=Y~>L%8FEp30`&=1Fab&bOKn$AbZ zc-+{&bLa8C1JOO~{bR@-!AS`0I%;2$i7}ZE5QVG!8_|68Z`y2{{U}9LJ<93RHM?`a zZBh@`DTtVUYP@K1q^spYZ^fC$K!>b2p6f?Wn#^8{ZV-rjJo|~qhE(aX#jMHCn>=IzGe(hT6(hnrxIzBZtw%wj(%|8DEf)n1qmlK73zO3< z>waQM~o!5A*;=<3h^j!Sp`wd;s!^!Ik}*^_~4>%^C4Ed!c(x#l26qrs@5@lL~?c~>e_ zLT@NV8e9NDb;Qc4Tl7?zke&fx2BeW!VtPt=W01C3ND z%7p!OH#;kjvvilR$|MO3*4EzK5L}1rhp&rn<52ZKy?Jy`m>4TIY2#7t=i@7-m<;0} z1v4jWbK$r#YH9{5Dud>Qux8E}oPh?15cz~uv;N2DB~t#;Euz&S)5swQ%QlTTV7P5} zfROjwT9W8}7*!%DHv4a)XKaK-uhWkEZoMnv&Iih@*)+Vjp7~s^(pH4-F(O%vf_hg@ z&e?p!a6OZ6pswNSl@UC-?Zxw?%Rc(ya(X45{|Q+ zHEcxyz}fXGEWv~t*Lqdq+m?YMfLnf!$vDMOW(zxZhK9VsqLO-%%QuLnLJ)yD@m0mnxe6$zh!? z&B^U53&TVV9h=aiiC5J|N?&Iaaju-wr}N5HH*njM6#&DXas& zz};m8iwTt0m8LeTl6@owc-6;%3?Ah8hX3c;EbkxL{H>-CVoMmN3qj~4WqBo#Wy@hW zrzgkXorT+kgg+9pY`YO8zWgrW$T=Ep_s{exS6PMtpkh)~&$^k$i+eY6rP=X`5($z;;5Qhd{GP+4XL0x3~5*QgEKch zxGAL+5{x8}Wxq%lIgY0$wPDyLKq!NuccHsvgen{qC;Cmk&93k8Zu1~PGNHkWO$K)9 z4}~CHI#-s}E(7=ki+p`m=F$hCO+ueFu;Rve#m+q?)yST`J)*WNtO!F4d0u|AZH1$tLtiO&{W-TDV;A7 z9WyH8>C z*uld0YJA^em~>zUFqwf0N}siUZ}yDt{rj~=bdJt^ z$UJ|J3%H6&!O)k^ClkD*-e}2SSP1f-)f9yE``+3~7{O|lw*oCT$ao$@FBCIOg%(^*ce2dcD2F zW4a>&3!V{tM&aBma@U?o@kiZqk;x71VmU4D<5=NTx(qLm{)MSjcOeB^m+?~ER7Q#Y zh?MU1-@@ro2p=9ET}JEXEVx0Mq|jJBqEa^9CZu&aG{|a1;olv4>4_9_O>3jc+EFfF zmZCqHOgv%}p2^1_dB+u~eM+w+cpqXkvKSM2z6WC6D;peNO`Chu$O#xE`-;2tETX-nK-dHR~rL05<`GI*6 zp|MQe8}}H5g*W?mQ@DOTHrbSnXOAioXN-G2r>LoIQr4sc-POo z$^n#{sXCP88i^lMPUvOD4ta8J&P8jpaVG|F!}<>tSeM<-vT?oBN}lx~uSC$`Yr64G zJ~;-6BUDMIfdb)tN4~!BF0mU*$DH?g!4YHe!xWfGTq~ovFA>0yB zoJ19Xd+xk4+{=olQgGNu6!aqm{lYD=`&cCkP!t3i!qxb=lvLRF3!7^Vb zFz1n8oi3+MzfaXvRDau)#J=Bw#AV5k6{QuVMF`?7i=;^`y!>eRa zN`qd0)x=uSwG*WF`TK)rwY5bxh8SOZcsd25MoURykZu|3y5Y>x`EJRf{6l~Tas1Fv zJrbs=($sZ;J|D+$aS|0OU-RVh2c%dGF5)M{{`@A{89vr=_L&@(Qmj&m&13)x9# z^E9xbWtx;S^ffr#LZI+keM6uf&BQo}%}8gteb&j*X5R;wi^dz&AnFQgsR&Ay1t83s zq|dkw@j;*uPz7H%{MNrOwLaU*I=r(`;|ukuCth_g8C7hqR{(V(Gz+vxMM(OxpceEQ z4_i|HHs0bRJnT5(VUPXyYb1A5^01!(v-uHaDkI>70O|-&5B3!q6qmuGKH&>rMhV-p zZLhrqm2=WHq9U?=I*~7Oan9X}qV$424rz4BOpfT0w}~0Xi#*B?@q4>QeWHpDhE#H| zqDRErjR0M`UsQ=>+Zu%gg%{M-LAwEpgrXho+qaiKtxy{E+IddJit0an;#jS*=hK`< zX)iIxu!8EFMPVh%pw`(KD41^;!98srvQM*7xYY8=uK$Te8Pc$7Q1mY%q!lOPpI>`_ zY_&vC(3=Pv>a(WQ6|(4fnqq2xicyh=qVw7(uk%uA5K1eibjwMi0j$rw8@Z!7`}925 z-&rr-9zuSOQ&ANblc#Z-`E(;+q3Ot3wurOch$iCdakA!c2;>_GfwS5>dqkt4-z*8z zO1>z7>{Cv$aHi_V0mqPoiBXz*&%XbXD?{hdu4t7|ZE2l$X%{$~IBPsx$>O&E--|mV z1IRBUzXb09?HP+d=EX0P1I8?h{4L>(RRCPDe|!oBd$YVzs}8*ewn)MDZV!$$XAv{W z6IoFm-n1@S6ba1ymu`85qhvafIj-Dvcr3Zv931ov2PC<^Rr-G(!T4u7Jp|GQtAWBL zN!E)pq(Ret!;4oYuTDJmY!)qp2Yi1{^XTlgKc(f*%R|P8iaZOXLU-;!S!0{EP)!K% zc8Xnrh^bhcd;s7Q-yzH7BBUCFmSaVa0u6~+T3mbpRQ+GtOAfY-lY2V&eF@9XA z*?Grf&@igcsaEMjVd6$);N%0IqDafuRadaj6zx96fWqR>gz%#XI9qlcK*x+>$&V-U zcwEZP(7P{Al|e$O3na!fl)R5Pq1#?&FsuRtBmB@HSYDP#vG0F>6uoMsa23t&NC;*G zZ|Q4<+<)Mwj==r~4AnOpN-htdYR_%leE66kGn%191Ufy8X$=z3i+W^sNYm0BA(mbr zm4Ut)xOA5Oy*EL9#?$mqq`R4CrgcV2WyU;zOWl6T8l1w1Z8CCpULv4X=)$-k?klfU z_-6SIIt4eq)i-s8+(Nut5;rxDL#&t?KXx8NC9@dvCFNu> z1sf{rIy%mCfERIloIhj~Ma5i!AD1qf)HBacPgQ|2y>CU;6p<^aZRG#XAphm2d_FYD zMH1Js|ManFdUei6QD%XmWxV8ZX8Opojz%b1^#9*yV8TqN1ho2cAA^Z0x^e0z)xi(c zY~sd$*G6g#@RB&8U3V}B_3|_Pd0xkDam16~_i0e*oA?bkTr24YO2noAyAlq^H$+4a z=oxY%mwWdu;$L#M7@>6g5FTp&vVsd%hEvZ+eQHbw?V*8ak{n71J?uF{9jj^2Q>^Do0 zT*-ep$p3HtA>WBwaC5Nua=X5?bbZ@WsUPpd&>^ zL8))sn~)q#W`C3xU)TR62PmxngYKv4Bwu)Q`fc*yePJxd)qUh)ooS4*<0ZV@%w^o= zW$xm~9V2h}o%q*lYsX(!xVMU8IGpi(DgYS@RTPA-dj+6>>Tzn_Kc$qZ6S#FyGzily z2n53c=_l9ANE)Oomsx#Gqug%>r@y0`0QS)6SAX_#XdA7e^`l3^ADAy#!JmUF*-dcZ z{r5dl>FQdY*UGj=-j~la<@-`Sx8jRPto){5oME<&qV&|FzTTts1bap9;McBi_@!6I z_RbBe;~8{_Wx>ctF*p{J9+{H2v0+Z5m0o3*AzBH*y{ioSD;axjV_U_Jv;u4;__$)4 zq2u`eIZrqBvrmK0NtvN#-z9aFhA%jxB|%1O$&^=89AALX%&^OzX>p*$83RWWud&oRQpfVh@T zzY^ap8PFH@?-41FjSKV^h@{8;#V6R}<(hf>JC72ry;xxR`)4x^YzsirxG?9`_$I~K zS3>>$0maEU;8*^lO)s4{+P0}Ev}FU?U}Y11dzVA*BO8oYSa$!^q}N*#*c4Fp zY{)Mm>W*b^Y6uyUHu4%MfIq>t(Sv)n9uuO`+@Ls|&!4Kp&50sb?@)lAHc5aP#Lf zgYrw9G>NpSIsy*NAEZC|q=>VEi9`~d20Tnq{+pi~zkMbKwT2TX7Q%mIARLT~Zj>v&CeZ9M zBL^MY%)SE0U49ty!c!F<`F1ipgZvj5E~{8SxDnmTQwwB=xoz~lg!Ll-t|v@U8EPk% za~O{&v}O~VrKt3n7{RyU)u2|1N*d+il=Z6?JHs%aB7_dW76;OY2`&zK^zUay80h@l z^NZ3IrRYs3d*Y-P^hR2BE1C`eFoTM7@XXaSKfP>_Jb=XXc5Kq3zTGzUE|Vm!GK3)` zVOx>oy&n_=XaG+>Ltc%sO+eJ8mM<1E-XQaGsFtaPq4&?|p8oT$TIJa6ekBWxKbde#;(-H*mFU?sBzG6BN11*uw8 zn=WpO*`_1oWB2fkG!O{LjTmH{18GWkC0yiK&@!_Sz06|BUF_$^eXQKiWY{EFc$gWf zGU?z&@NSCh+wA0a`l7E}>~EFa+^e9re!6%KQfeSWuf%ex65w!zR{)rRyry2=->P~e zp;K7KgP0rEiiRawpYVoGZ)%5ig+s!BppFzoiDW<|3J>__8 zxa0B5P+x~j{(hbTvf^!4Y{aDm=pj{h;$!Th(q<7>zhGipW`A?a*#eKXgbL-0mZ6?2<{M%NW2=r$cL{CDgdgw2`ygV!xlR-zD@?E>@32IPJyqtdLdz4cST;fmir z7eo?gDAG79Si#g4B&gqkpnbhy@r#XRj}&dZGr9pTWom~1I%bBzPYI$SW{4q`bL;hdU=I_OnoeEzN zMjPfYVgCJY`bUbY8EY<^l7@{srv&YUbpd10#gt^fN@>+6#PZ0h$&0;i@o-WR0epN zh2P}kNXJ4%v2X$X3ae_pRqE=x76f4QcjV;qgm5F<#id31Yv0y=0`e%w_sz^i@TTzF zFVmn@J?{dhmfIvSzg9m1Dg7>yIoc|k5&7lj!YJ5{x?`_s~E(vr0bUi8d)GdYwOZ(NGk5QcEwgh~3LFW=(BJ;-9 z>Y`PxZ#%}NHFE6QwQF%r^A`xKj0IwJ{+pQjx+Hnu@BtNT8d%Sw{~8(o#`~Pi_iHbr z8~n0s_$`OLG18Hz%KFx_bzRkgUs|=^Um`w~3(FR(!(=J1P>)Q34bY9>+c;=)SAx5O6tT(Df>#CP% zYky>rl~|m@hM~O={93yv@74kg45qA|x2SIW-*p}Zwc`$HEVzVT&rpPAC?};{bXS?? zW#KmUX}#Zx!1dC&V*MdoqFUt*yV!@WY)gKMpU{MXZCoKPmS*{ zGVW)Ll#=MR3T(LB{;^i06+Hwo-b=nP{OsMht_>{dJ#4n?|5yIOco)%4LG~$S{n^r( zg(!B_ZvP|bbr{0UIdem1FNWo8E2DEWag#4KKJZ3s1Qz#Qhov|C?W}3J?E$j*94O`4 zlqPE3J+y>h5IYn>AEL(UOFTAWB>U?vXP&Ev=)bca=D}l`x-2cyqn?!qHn2VZ#_Gzelkk1vFcp|sX zq@>6)6L=v;jc_k&r#;7nCV~)$n1n{0ZiO}RnNS?a)D67cTd%HXzVL7qC-k3!i<$eH5(=V~L>%}sWb4q2? zclE!UdLHy_H)@D-h{BimD;Rz^Da%^htH~rZK{7^S{1gcDjlx9ge&2njHAQv3OL$Nf zlYFWsU)WIi_*KZq4KRcCy@k$B!^YmDH$Bcww*=Q7-o;bMvaOjq3Rv-TqIQzFvjX#g zCxm|Wf_=AMmvR4i2{e5@BTKbNP9mWKjh`0|-ok$B{br*B&xdL@{k0n<0Ruioeiy1p z!_v`*gco3^5|v`mfZ63*7+bFBGdK^k)en}v)vPB6zo!OCen)kp7-&Bgji`*4j%=Gc zagvDBkzKf2tPIWkls#(yebu2>i}Q{iE=vr`LLoLoBniA`&zkZ%#!0CYcoPVDXG(jz zo)GZ8+J2Rwbeo6a>(AD`ub@0vN}_2>N{vAk7~|)8L{qiTyC^|^8I8Zo$g<3jL^&0i z6Jm0XpH@9@pjm-8a;i=_9g2{=;6;tMNKatf;egq}J@!j2iy~^Xo$606~N zx~k6asozOjotgaKtK8-ex!*2UP^NvZXk?lVPFoMn9B$;JTFG~gOKS^N*Q|%jShD17 z7Z;bu#rA1$U2(MByP_566j&@%dLoBIAh2XNb;~0<;{VYDvn=rmVv*yo-4NCZkM|Ek zt|Dr&C*Ww)8wUPQL|3*YU}0!wOgSM;D7=O7@#~9cJ8WuH*YjuHv`#)g>y}DyX+Wd2 zE206Hx*b*LMamoL=4^Pec4x(eRr5UOvKAv8899p08{c<&w$te-5v}n4-}Mpg6vMA$ zNBmX&Xgkdv;sQ#_Ge6$Ut{1=Kh3^~p&;_qufw5GGFe7InzZcjn7)|V zwYL5qwIu6KA2Jr>=raqlN9OcITm~Wj<*@83c=+NAc3^AIy!$4H{Yv9NEwAAPbQew% zK+a;>3fiH~V){kT3+nnHg&y#AI;o7YtJ5)>S9hA3MH%>e{g0xkc}JZ%Wu-d3gH40T zo4h2ftIq=}Q{)&6{UKY%Mqt`}Zr)YojJHmfGvsbV&~*my&Vx>)bdilgvN?lVz>2&s zMw3cWZ0={r)NF!+ozf}O8LRrB6TdV`{f)ja2A;CYf)UQkj40&L-f=)5h-uQt80WOn z6?2g&K>=mTaKA@V$~0e?4B46nV5Q$IzG-62@RFz`mcBCB#K$1`20jWhFfgg|vxKr{ z027+-p(u651KB2NsKK&(tyhB)l?J3X$YAH|Hm-e{f5bm&YlH)N3`=3=f3>y6P87h; z)-C!%F#D;Dl=2ltaL;>t0l6{=;@{$X#WYbU+e7T>hLrVCBPqI@h>KmE*PgzH0k%3<1zOvs>f~Ntwo|+m#mN2~Oe%u*95K@a zcwT0~%N>%|Vwqpr+gbZwmFbjfe|?m}9S6^sl{q4DRzw1BPS1POEWik!posbHm{by|tnGC#{Jq&$Q0Pn&hNhml4=LiY*VuXsXNF{yOSkx{Y?|l)ocJoC`9N{cN%u z4n0JG%ood7lbsvLs0n>h+~CsKR2@-DLjugh+|Lfu0N#0Y*Ws%Ug7On&j{pJaw0Ja% zXEjhUk|C>|b`7=eGn6CdezQ>o$VRG1DVifjWMay0OUV{ZQF6bks?n$g8f_jlm)@_o zw&*rx@7evqyB=cS4cfbecr`mE1?;`jX0ld5&B!}X$4_3dW%Qv1Y17eCnD}xL9ug?* zMD#$KdZgS_f=q{3Q@L&AZE~|M-!f9ng+Md*6sWR)%)u3^&fi}ad5BFdfOui%1gzX_ z9`0VhYSOpRR2|VtBZuGyT_LmNQuZ%FE*y!8+FZclqZB&;#EOl%$^MZOgsSZ> zWhPybo5>6Wq~A(uOtC#h!(6$mNZf?|{c$ZjaS66YM3zDp!{c9u>Gs~UXPEXCv~|xY zl4JqMXU~W>h`Id-4a^Md?4|kI?%}V)S53-?>^k85yR(S$@z z^4EZsEk8!Je8G9rlXV2vRWAROc8k|q(UMn$;l*Ymh4>|6JzyydhkRfd2NIMhV|1g!Pg6Da;ehq4R$1z2M_RnQs3Kb) zpxC8JMu|k6KZdh#=iFb{T_~9s9B7vvj#ya}2Ii?qexa{y`5C_Z;+p1`(vAf9L3_2R zTr(xxUw8dk0IpJEp-uT#FR|4UMnbJ?>%}0ZXj) zfnPO~+_otx|3~{FTw$$_Fi83Uybh78DOQL%-2a`pQ}pW0V{PBpHPn>pVrCPBhbKWy zhl%BFll}4csd0Kxg*w$@o7;&lM-ycd6o+`c97AQN0vf+Zxp~?iaX-)#xhDzFMC@N{ zd0k%6r(4xur^@SjdbuoRQ<`?~-s9kEvSbSlRO2d{YHRziSGA=J(r+4cglUc~H~AT| z8tF*VT{VfWy&v$X%kbYQKMx;L5^IA$>x-2$%8Qc}+(hU*R);&*b8X>LxHL>^y9KR& z5cr&4OWZq88F1xP(PO_#BAJ=1&sC6s$JcupYjjP19rer}z2ACG6adV;f%^Ovd^lm1 z8MAmhdU;XZ1*dOCg)pOi3wPZ4VlbsDXh+LxMffqy!^vLx?=m*|Fd=uz>8eU{yji{Q z9X+SQ8J>)KSAGpwZJ zXS#Y3e<*hP1&d$mF8ncaO~8h&dY^-K_VgTOVt@J>%2%0^*7Ei;TkU5UpkaAl-kgSc z*UvqFpgG?M!w?P?%yT#hQ@4Ow(^1(Q+`kpFvO^em1PwIrWu+v8W>;fO-8{n{CClrY zXw%}I@}JH=|L@L5$kFo9ewes`O6nu1&OfwY2jhL@xG9fD$FTfnsn=NWbgN^TBQ-RN_Lx0vwXMshQ-L{qWs#Ivgo4`+Q;=_M z`Tb42-_fHk_q5-X{mck8>#0+45Swv1V3zFAa?83qb(BV9C&|^1GuL4_^p~+PdwgOHhn$&sZwOeSU z*vK08&kCntlmYWN|4-CYq3E zTb87;f%PAvK2Zb6D6M{~IFZPp+XNkpsTpn8rXCfjaa&dn`9XO8oHNZV$aRDeJt>_Y zC_8^5kOjz!_J;-(TsrebM(Y=7L@6&_11i%4om|=tMYc+p#!5z-WfCt=D~?FN@bc^U zu%ATvxOX&-N89Fl{n7E)Zeklo*+dCvZk`i(Q{NAg_7rGO3cYbEmg3ch=l4zTqx6AX zHZ=>WxL1kk8sgvKLPsf9bRH7cTIWdJd<44W3pdskDrGPOW*Wgt8%GCnlCZ0S)%W>e z(y(rORNbK)JXdF?WDT1A+P5(Zl#r)Ax(~ z&-g0Gf`fM4^xB2^3#|_+Gh71K<}HF-D=`^UT0pS?t0WBUVkNADXq8I)oeGM-R*0mO zMhvK%uFz4-*tXU;zSTai0><`znC0&>^5^{@F+H*pSkuCVnk>ad5e&ehf8Wo zLtoSMA9qo6d9Qv$A58A)5yHn^O?q-;(}t*KIA1Oohqcn*RPiylAkI{kQPN7L$VB&I z{IzzFu~>_;qb7fA+bz)@pJS}}kXxR5p#@*55K*Jf0#iS`?|o zIOJVGDB)5NjMB4qBO7`|1WDzIHF>K_1&Ct!;)Km7dmc?s-)S>xubV!7QD0?hf#x2A z13zt6`dwpI{v_f=dDghqAjo3~Z}nsGV*eys&EBdh4YqM2&t%KiKp}%LDoErytr8$5 zIZ?5x&O=+f>zIw#JV-(|Hq;;Zc~UYdch6Eze}qmOX6*0WdaR8x6&;^v4XYX9Grvb2Z|VH^M^F8^EHy>{ z6LPM$S_zA+$F_FRy1Xl3fZqFX%H#~7Fb1+0VJZgv(VG9b1;ru6p|&rCxthZli>n!**E`gE z?!-wC_vxISsHwU_H{0_v8^>?F^_?m=;o!jzh>8r75);D_|N4p@gpsaW4Mh9|3T31S zEgLt27+qKruqPsU#(qOhRc-5-ZinVhH2wXv7{YXrv51spbySnBQ-bW z$FW26#&PkhHxSHL2--|-$1o2i_Khud^&&Jj}LQSt-uL&#r&++ zO{G&NmLTFUC%%3>jIpp}x~J2odenw~&2RTZ{nWLVqc5=|Z>vZaqB zA6@7dA_GR%KfZ{)j2PXC%#f+~4DiQA-lUn#*}%M9WbD_FqIOEzZ+`)EKPcj2<#$U= z2k=ZsYE!#D_HVB&zO8boxqq{RwN2;Q znvJ@d^(_dytGdoRy+~!k_%EFYOwUQ+4#@n$T#@ za*OeoFLRy2&1Mu1Pawq0@e&PZK2v-n?pXDmFX>%FUPy1}yz_OS; zeU&HACRD1Y6%xtCR+p9Ez>(Yoy(c^^Y2UoDrkYx!Tz>d8geQ+mk{`#`{Y=}$gt}*Z z9vZ`Pi&g3I-Ay-;WcmBy;oK(_of&CYA-o!$K-t~$9C7-3^9k;u3TOD|Xn6WfaaxO= zzy3Qxi#{>OSk@B2+8__eJ~?h{1Y;Mo@xeRJOuD~6?qbhTF1`8~!+n*Fe8QImI4U-g zdoKfmPkh$q`K-hgaP&KQq_(D~9rQD4_Q^U9XCC2P&IO;A^fLl8F26NxFYkIW;OW;};>&4k0JJDI0(b!WGZ*Jp7q)W_2T{}EcO^GEA> zQ>N^u`}2qzzl4VrgSgHLhzRsblZ8=JO--X0|0$LK74RT_$#6^mI?imct5=7`4clFy zYsq7#N<3q!;&$y4U52u%n)d-^YqprH_mKyUq2Hl zpVN09#PdtlE!LDA!j@N)iR;!yqG?JHq7G1eg%JyP2ohQHz)upV16&?mr`S)a8T%KX zDjH>k6{-c<+iKNg_e%h?B@G>xQt;DP9$U6Or)%q`=K)OoVb;9OH8+16ziR4-(p}V= z8PWrdWl+#g1_zziBrn)<`{af;XF@`rBk`9#yGydxxs7~J5|W7?!SFG50HjR(K{Tdp?KaM#h&zioE?X`{qtuv+k_NGNZ!Dxg0D@IJlcT zT~IYe@}z^D+;--DJ)3i(`W3-YrW0q_b)jx8Kj=ql!h6dve%}U^%Fe!4m2Z`}(dk zH~4VOCs?&&ca$6S1t)9NQ$;7bfs$ZxRITNU_FE~xUG{xBXGO;Qb?TLM=j&j8^A~_r9Z<8YrY^plh zHo1lD`%2Z3wcY6va&#l`QQ)&nb3b-%i)$mo6;`pq-YKQv36EV@R8Jx%wI}r(ne3g z*i8h(-#jKLfw$WXwzT&iwIF-+WRt!8ZH~G%OZ)eey(*VW_G zM3;Rn8~E>Uq}l6^AWqb(YlxNNJa$^I$r7gIB|PJ6{%Z7Jt#qC>^Bn8U-#aFjjxpbS zqa06{hqB2_?hR3eh{fjZG^dI>z<)|aOP5C!5G*MlP_g4fvxtS;BlM~KE1Sn>j zhzb&;#}~(ce+`Y(Dt7~`Ix^`$Lj1~Bt84@Wk2I@y^!Zjm4ms}lY1_Z9p|z)$$QyjQ zKFf7NBQyV@?-m8MUw1Jhs|?=y)62dp?8)w$d4rIi2`l7Okqxm0r6%n4AI>k3>ss=s zD9RRX6Cqy!AwhJ->Qx6DPsv&Ck_EJM``3lWS-m=oTT3i2z5e z4>{YhP$ROzc}Z?JtEex$;cWD`_QJl$j2X6mhkrJSEaiHi^pNgVTc$UckbS~2+Itj{5yz~)^y>!Fkzag%5qbl zzTbPQ`Xi|MYqS>Fnz*X@@{K3nm$GvYjY<^2`^2R-lA*P?@;3bfKK&B&xRyeH;qU99 zb+^5|w$1k-0v9Xp3~S+*$hs_!AR$aUr2E*ADGn239+%71<++7%Hz07HS&c-v6pM1< zX0tEU=c7JdE_igjV02iiT#8HI)%Bb_l6n0lFOR+;ND7;u3(OHaE@$dEw+ZWZPP){p z^9Z}6bf&C;{1F%jE50tveS*&R&8>H?B{RDb+RM&_!tQQIU0!xDwZ-*xUh;WDF;7Jr zWkfVPc+v0hc9x{^xS0KL`&hLS!fCNTk}Wr~^xD6>YeE+O)}>zKVOAfNR^+1W`;<6- zQpGZEM`TJ#*GK#IXif*j7C*oI#OSUF z&nJkPmvCmUQhaScu_9~`$2uA~O=Iz$xRotQ>P7Q6(tY2tEpTD>FZt&Mv!1&O|Uw%Jn;qj-6t^x{r6|y9@QA^hn-@2|2#|comh-__W@yPON z+0RG1!bY;l)Ux^8#^F8x&;-!n&)aiE!4IIYq}fj0yW2CS8!fw^Bo(FVtj6`7_`;gi zd+%{qC?T$Xecv*VaE&2;!kF40%Sw-iY9C9W+?CaovU3G75(&j(cQQ0AMNNeK{HcNPvblBb!n1UpY*aEC(SuGkuuD z!0gbd8s&@s(A8r9wRV+0x^HJzOW9cMkH%d%Z2I_;W7wwA`aW79E z6k$@4mk+@-l4rasBbiyCfKNkq83tS^2@LK*v1aOPS+jKI+XK9BIJXURmn?BJ>{r)R zX8>pFpxj*zj;BeWes=1ZDmz&mA@UUYWXIA9uAuu;HF;vbipgDB89#8rjVL|~g-4Wp z;o=E>j;+a#Oq4f56PrDSA6nZRTyEYVbO(2O>$cyw(s0kEU%FaYMdd09h92~wpZ!l% z{?b7E3Nr7x96r7Wq_eVPCeMrtk1r#IyffrQE>c(V00d%PZ*6vMbHw2r$!nqTGMN{X z1|!0!Y|&6&vWM&SbVx3K{P~)gBE^is*-1}<;7ayWE=k-QZcyyBG^?cWw|^lip0C~C zxl7Rn?ye&8am52^)Y0(!sz|7Xr@6Uvug&BgUB(ngT#+>Qog(OT?hdG?Btd7u9eR3p z^wdMwnlX%oi)cErN}Cv8l!`5ZhjQS0No(jUMF@X#n(w#OPc(P z?5g67mH!wIw;jmVo0vV^%;Y2RjYlDkVRLiy2yy|DhMRKQ z^*Xi|i8N(PsN>5Pc9=4H!CwDtNvbj<4Hh^)%+~xykTJR&>xypWb2(mHw6nF&IO_(d zgRs;e?9&-Q9C(egJQLd>a8;zN=tI~j5mCT7!G+Xl=HPbgTjj;k?%$t7g2k=A&d^pg zlP?Y)y?(nSa(zl6knjqZs=o~zj2aI9?p%npCz@)>y~TFNR9QeG^D{fVM(UMcKMZ2D zMb8o~OSS$z)QLVYBWG{zWwLUhRdfWDVHGD?`~BU`&9#|Nc4+yxbYQj9^q0x%+p)d! zUzW(+_H0HMc?(d7cXot~#*?{1to3Pj-^76F3DeBSH9mHyN61=_7o7&rUupAdZFje> zCBisyuDAuZ(L?mUo=GB30}5pUj?io0QD!JtEfV2*%m9zjs?E!2 z5vYx>Fc#^`o!8U`!(&nE4n%o|B=|8$A@Kblf-SNp?@)LS)vJ7;i4g1K-|B&vsKb`a zQ+jKi9WH6w&v2e*U`kv8gha~q;B*5~{mrJ)aWT#GWpqY?71bSIkxOomoxJRHafg46 z+q4rr*6U@v4Z94j50)H|>w8}H{388!q+;v4s+V^~3}L6M>;RT+)rv@}pd3l|#M~G> ze_gU(efgRQccuUvkcoxyw^1iU+$VuHs58N*i55stn3Ocw9d zn~m;5MeK-+3&_FqA_7+j9yCuNhbWzHN80{Fm^fKb$aWRi2M#N`J5)Y-yf>L4FWD-s zu76K-9H}~l>w*?B1ePi(bCzrm1Uc%wYTFR8#0bvKal8}_0$TjF6d?$-Qe^uzS2(i* z{^fjh-90AiqJK8;_ahU(zgE2}e%`FjsaIz$N-G?4kMtn!E(j@?oO{m5J29gwsoKvucK9qm@FY()Fp9_;^z!li5bFrM~n>lHwQY z?fyQ2|MQ~yPBvU)sQJ71sIsS3HCj%4xy6=2V?1Q(EKQ!p4C6mD=;44tjx!CI9Sa`v zlyjnr)=u7EseV_rf%UH~FKupp;NU@P0M)R9`E&35h5f1QPabLJC`p{EJhWQp)K8!N z1;nhYM31}x#}RaI9D4Q&eU82X;ys;~?P9U)iqYrsyj<-;=*>jU%W0Dpzr4RF6qL`Y z+m^HXBbYnsy>H+5_kS2zhA$iXTl41+mCF-xB93<^mfO%@&B@X8=4yLRwCuUnBgvqn@KBhzyHz!A z`jM(eCkxT};Hq|?9&hFT+%@1Q?8#Trd1zs!VD}e!8IAf%DPsi4^Yrrfy0FxuArw%l zjQ7uGFgTV@dWl%XpV^|_2e&oVA@wCnd*d2a5}@`{svqm-3xZDttS6i+n$L!@jH3A6 zX|Lj2*~J9t3nI^v_#+IWNx-NfFF)3rSnV=wkgPAUZZV>T_Z3y=QNbx9-@dih@)w_Q zF|MGn;6pkDzTe|=GKP6`G29~!xjN`7up-*yxxJe$lOUXaDrJAmoVy#@1fi^+pGmss%WR6XTA5Z`KH&> z`026%R@ek>J@b?$HbSK%w6dOC73ls+$02@tgzRIdUoS(KR+BYV%>#7%5StD6~JySWYG)I3%#EEHNeg_};YfWijdfd_U_TuT(6d1T(1RaHh zg$2Kod8Kmfq{QM{6r7+XNOMq}zgJ|0H*EKg z7Gyp3>|5;_PXxLE7hS|v$Rd!Y>RI@S`PTs0DhdZ6g_#1NM z+un-`0yd7xi(j?V-!*qkS&Fta)%zBaALjt7S$nH0$6IEk7h;(Q4EcF2Xt(*Rv<5W^%SXgS)FFvpCV$QGCR$RMKrv*q~=lLR*F)=P$^zhU>c=g7r z!DI%nj%% z;pE9yD2hH(hzpKnHdiVgf|~Y~J?<0wvhgfB8@GxjsXFHn%8P`qDng`uVs9hhQ3~D^ z)9TUE91~TVJbs9W-=Y~r@DMp0k2M?jJvG=w(mNu$8H|9pkQ;AANkyAC#NLNTo&X-jCvw0sxO(vQ4#nx~oB5=7Q z0&8pQ4b54{YQ?yAZOMd8H^(BLL7=i+ee?j8zivcY)E8m>W50R74NESPcVSsNb6v*t zJ>q|`=K8x%4#$cz(i@~69r7<$qPeZ@2g;p+^~i5*p0+(8aQf2q0ONs-Am|i`d{c3& z_bKaDAQfkFETsnGS35YNnk;)`kMt{)H!??jGp()Kkg?8(D*G+xv$4E5;*DZ4-U}+? zMOymGQQBN|NFu@H&v`B=`S2Af>!BIqY`5fXc)wa9V|bAy6m)!XPToBylm!`ZE9zWs z@@_1pWQP5X=BGLQr0^`k99(=evT1U!n_}O@bkc{Tl7VC{Sd@L>OMyGFv`tD#EofdM~>TkE-LipXXZ%RuU3Vs(3MS&|0|RW6q)8AJsZF%uhMlpw*~-8TTKP zHCOUsu2Q#Tae|jC36{Y#6UQJ7;KvgNZ+1PBke-PJ%i<0xX!Li+d=dBZqVfg_h{Jnh=}R@0Py zbg8UC?R^@VtB94uq2LD2NktGkTeQ2>dvYhq@gdpjzcrr=H^1Po+f7I-? zc1QY}p1de=NK{^)PTooM{b;D!uYP{%6vOXbN2G9wLX3QzdPX;E)KGM$It8o(;?5)G zs=TD)Ii}{DMQOEmrM+E#koA#n!{bK4Mzx5viZ|NFdf>TzJGHYkRhvBefA3+)M`+$) zMW-fn$Lg9J3@c`N;PWy6s+gF~g#;M=^R1ulzC)Eq8Na965~*(8 zjqdmF-~UeI+lt;42a!E4Cv{~;m5F`W?Y@Qu*)5=?>qf`BPU;Ltg2o5nDz6*>eqCz z-0$4N#x8PP$VVSGpYa*_nShC3ih0~VDARShH{D`|S?Dy7qL9(>53_?75ZlKS9bFR! zeRE}p2LYg}*@Y;GB!ce?{#A^E0@AnCzMXujXFw--2#+xV2eQ3roeu9vj#oh z;{U;d$PwV3A|-S1u!|EA2*?%%CKLU&0FW1%=`66KaLZMzN00U+C>5N*!(^EFIJL^| zPSA|0!3W2>3S$6Nd$ces`e@h;$P7mwF9Q#z#Gu!L={_JSiw?LGy4~)w*KJRq~2^o3{d7SkJf>6oBj?k>!%VTd8sEs$GJmyE{vRa zfL0P;5QWW1j(ZZ)7EeyOfx)=SgM>+sXx(awz0kDORRADZE$cu9r$OdCdxg@ARvoxP zKoWQ}_J&Wn9kk-lEpY_ApNE*|Ki07;vQ*ku#6tXmB2@10#U#k#w;m@#R#TmKed`A8 z9=?8J)%LIIlr8&370QZ5JgmQB%j}D)c9O38l3x~NE{fhj_iwwIPkjzET4FbR0RQOl zmpf)OqW{C^K?#g%+E{ctBgHlBrp1a=HZ~_If%^8E=T@L{WW4Yq{ABVpf#4690hn2e zBqBD7(#s~Z@)nL{+l~zE6YXLUohGnp5j^s%3h}0~_`bgF=#G3FeJ{&M{jvTu#ZpUx6vGph}V$`2)RBIlC->zz0J?X zEa4*{uU!~=69y!rs%iO%$)Rb)hBhFGV8yae`{Tb<_Eg6 z`%i_h33u3eE$q@>8iOZbY418TH@jPn%q{mNrk$&Duz3p4+AR5S3D4CVfv5m50LF&}45hjER z%a`+J(mK45ETk{nzZ!~lJ2HMg_B{LK0$yU_=?t<~A4SJ%z%7J}F#8w#Mwh5d-kLyC z*yP520+jzmwC`LnsSyqrB^g|}T1>+&U$@_YEW;7v$?R2wda}oJjh34QjDwkG(PemK z3|sRcgd@f1;svO=K#ekNc5-4B!|XfFdh|PO2M80`X2IhOw+zo7!yL*&dfaE9A^(WX zQnWj9id&1tqwaGyJ_Ts_yq9&gKcc@Su-Z@g@X2($1MV*8U6=K6I&dSSwbhFHHNzIl zD~H?J_UhN!W)S6BLZzAWAMm_==IeP&{}n~b=FQK7wADsmGC&1&wb7{92BdinBRNj8 z32LLtnospxCu_xu72qxsEzuBa{9wfTV0f56_c=ZgKq~abPiIAl^mVC|Vx|Tl8br>g zhGaLToN9c0|JSPv=Wv47q2j8@gAzx>fCwJ@<;YHU#WTR^PlOzy7`X44U(c;w1G7I< zNJ^OrJmuG}oBGW9Pk$?92k;4iq~}_^UeYYN;a91luU_3CIX3 z+!3@C->7xHMLh#P=(p_GNOk6f*L4g3HT7&ifwa!1h@u`-+?_rg^`z-2i!ej{)C_X4 z9Yu#^HzI#*V!ggfrLT*B=!cD;#u;r+{>ffFCjCcNJQv!}MXD{)m_JW!!eu6QAXjEB zbX_V}Qt=HBSN6?&^rFJ=%0q@GJ{_=wXmk~@vx(YX40jR(FklzI@4|U-G$}pfP6vbU zUx=Gu$-29wBq@!s?+c%QjJPwhW&c7fB@2MFc zagWZ-^Ub+&uI~azN0SDw7za|tNq=3{9?eMi#fg@chi$Ij#6=Tw=#PEfpVk>yj+Dr> zBp5SZkJdlvBZ7E1nB~l*B`%2S2eW}_)r8*#00zqWg|-(BA=`-{cl_BRcWiwh!zhbu zJzO5+uYGDC`m|Q}$%M2PxGl}J0FDZkiZ}1IqzzVchA@V`O<2S2__G-gDnwQ})R3Ub z!hgzmg|*Jzfd!Wi4d1wJ9bM-)FWf6JReoE~zPGeSabdp@2rne~-*ftAPTjI3yKm5W zFS_CbsLm;ry^4hW2+BiL(jLM+O%#S@X^Wz++DXL{VjWK6rCJ9L^L0P?j#tAvRjj=bHMUNH}>nJSg! zq)~Trhkf3qt;=6QtdHbCru&75Go)`Tf0KOhZgnQuKD`P zD~mD04^%HM?%?-lY~^zkHf_4tuNUWy$t$PKYqc25@%>(ttj;BD86EXzQyp68K!eT@ z2r_ZwiDj_;M0VO>5F}e@ccR&5KSdokXzyuEsy7FbwF4zO07dtb>Y=pPth-5IPwZS` zruedIpe>o2p;JkT*~D`NIXNgVH}$;WXoCM|nY7cTq^3&ifJALxQrB8$;mz8M$6;ff z_TqS4|BX!*4r&+}yKQGqO2Hy?CU zJ%tM91S^mdfA-%-I+8E?QTE;O$++=b>}tXPMD^c-O`n(FdpvSR3Ut>v_8w0|5JGm$ z^w_{IR6+$hP~X_C@16VxRL9qO_JTDq-h>WcUr2tcN0)I zd)4&3VvO0NBh&l~ANShu7m)pwtq-rtn=YH;-C}W1-!7Cs1zmx!JeW|ga)snNo!d1T z@r`e!@vSY0ol=tGI;%vm^s|!hm9u^}Ab8QxhQwH)FOT1UKKy{s&-*ImZ7v)Z@4HG7 zHPpkeg04h_cScc;O-RdL%ad9E@o9nwCY9IJR;{HlhxkT;Ll#anSJ{x$nurl4;GJF6 z2s^<{&I!C2umr?{)|cj!;@aIq%;?M<5>Q27BR9_$?FcVXH{k-ITpV^<;?rc)2k`BNLU`~x)8rj}UqaF$`#6+~XeM@~pwbwV)VRK|g_wj{MPqtyJq9eLL0icqzv5!Um0Ky2K}|f>Vg3EZ_n>&~r-?}|!Nj3018$<7 zF3S^7<3T3dv)1%Ar&pQVoqUoV`k$7!*kv9IZvf0g3fYDne0 zQ1~jT`mnv>PX>44U^hQpf|c#OQELUwC+~Zo39{&ro}#cV;YMa_(>9xd%1h3-cxx7` z%Pfim%ti-=n?Od*NG0e(;4;*4ClFvXxiMb_P%tI|9s;_ED6JB@1jP|@X3?*E{i zPi=~|WP7qzwEs=M@ouUT4@!LAGVnyhzU!vXx{wiA#V@mM)spGezRoe0RNQ}`3wb;F zU26y$g_)8s)?9cMq7k$eW%p#rAu28V9-BvpI{G@#9Y$vVi|SMq4)+m_v^$sZ1!Lbu z2spgyJt_}sLzm;jy#)I9TCt3fv06f4)5WV_-&zTWs>v@d3dAB?B%ZOE^l?cswab** zCC>PB4q(chyI481$SO5PG`unc%^NC-V@Cc0?RX-PF0s>_$#0(VepK`myG$8&1RGuG z&UC0wWTq^20Hp2kndXiOX*6FEOtQ7VJmDmbT+S-WWs6((pF7&*8t55yC4>_z3CZ2` zn`M9Llv8BgHti;x1h&gA*6->k>NHo{Agr9!b^`fv?z~ok9pFTTte};5Vdol^Yg#VJ zK5p(s0z%_qmfEZ(donc@$O81U$u0i+T&-i6Bu# zCULUMJ1LJK$w+wFORxyf?==G2pClwDsS+)kH1$0`zH+UN{cmAqs zFNk$#oL=1!x0Fa}={k}f<8eM`3knTQns}4gU_AhFU~}W(y+p5Ky>ngOvshkyX9bOmRTMWV_+E0D7Gq2)V{NoZv5}^>e3$8Q%kn{CKT9H99xtR{~EZWLa_a!@-6N< z$L>0D1zq~pqGxCK=?2BEc0#KoU+ok{81Pr|fOlbkw>sqyU4Dx$Lj^j>M8+API3Pg4 z(4y$K$V#}~=9l{?J1{s=t%p4uGwZm^cUN0jWQ*7^w1L>9BWCGneeS#1p)Rr3?TU70AHP`AOOl z|E|MM*;H$_>lG}j%Dq~Yue(}sOks~>m7OY$vPhZn_Fy;TV4t}T3aB(*sE~c1`Pt7d z_B%@={RpuY_GltJ7w0uWQJcCud}^wG`y~Owuo=HD%Ffs*>V#-4^B=QlNl(JV5CI$o zW~>$>jgV7>Gcx~iQhqBAJ%CCeEjCrXYmduPaDf~Q)Xe!e61&-LTUxclCUKbw2>m#! z?d;>p4?NZWcXbv+<%CBJMrK4T6(P62(+wZH4IKE8RAz7D1hyu~%iQeeo4j6sw7+uw zu*+Dq%Jo10zuvNXYI%n0D2Tt)IkByCJQbX9F;*#=)<5$PY7`<(poMD|(f z?LXw=31_Tkrz))poawtN$GJuMUk~h5*>ut=n@OXzuv2Qk>S1kHZN>3rVbCtjs>L=v z-Yukh?-<@C)REaFAa9;`Q9lyz9#!yoScF-m_(!(J(cR@c?(l-hiEm5u9NuWJ_2GeD z_1W^ER7X7DPzgzU{Scg;z)4*h7tn13SNJi@mvbz{oUN|rFrOjbVVycZO=*-p>FJhw zcQZZ-%U<=@{=kkbX1bCZmbhTg&5P|csT9-zH;(N%yl?d5n}^#!d>sB~rN;X!N3E@? z#f<9FqP&0DHmlED*tFmJMFpF8^sSItP`b^+R+MkyGafw7f8C-FHHYFRVQ)~*0Q*i) z+I$yVef!%w>e+QI>$Urj@#YTmPXjOQLY_uUkm+X*$mv0$o1&vTJ|_w~*Fz~V1t zL%cvs*&aZ$@rV=(ei9`BZw0=(z3%zi9V|(w@$ceHWgp0xn?=h#$@BC~S_D-Zkv0g~ z*q&P$bNjdpg6uLE?J1^t-xE(MOYMK14eHgzR>#wsx_5{TiEz2USIxELaQeK<;r#7& zgwK7V-bAeKqL%gAj0k4Q=+S+7=Czy0?j=3Xn>V&43?H48Rj$KKzr6c~&Rag}U{ z`>4w4>6AKXOE{~}oX4}R0cP;IV-P><`R(iAbh@%0Ayh{Sslkg%oD4#jzO;;f^B4k2 z;o_tZhOLkwGR_WtDBtOKzx`m?74Zt?(Nyr~Sfh9wy1lzg^%agk#3h9+>tS7=vsbb< zOK+^4XR)*@Te5~jo&}D@shywi$JQq{ghx&-{^2GjD+pOAe?rOT5S}!&j7e!Zq;;1; z)PwM;Im~Lf#Cg~YeeloMZ|+!)hZCYP$O!Hmj05rfpU!zX$vCi0oo|3sj#ll^$*j2D zPxb>b(85vx!p70gq(%&O&b zVow=2w&@E71;~*`O(2M%Y8NG~~g;Xw&q;jk>MtcmKT&v^w>}sZS0RJ_??{Mti*i9d@Tk6nGd=*oo{QlhV+%lkd0B zf!n{%0Qup|yqkv;c@EK(kz=Vh0N|`u-#Hn_c%rD1$<}v#rrqkpmJ+ID9`xnezwhwPJn_Cv>VP6a$9P}gf)1Xk0!km-bK5+M|uS#*%Zk6_6U zBEb7uUD|paxE8jh< zkoqvC&2@ZQ_GTXHRIxN@?;IIL%Zbj!+wvoolNYak6f4nY@8nS>d%jxTr9GUQYh8&a zZT|h2nN7_`9BLpDS8VPTHdRRnJmk_0NYDjT9P+_f+zH`u6?=$hn_?Gx_wDPBmrI<_ zB1;>aZ;zF_@l(3yVu*^>dm6+8kE&ZyGvU;M7!|j7?7N{eQ~QE^?1%pu!@g1TXYVh4 zKD*r)Y4-t?7uSCCjlrmanE2iGzK02J@QT9+;=h9M5P5{%(g|4`85t*yauxr9LVbMI zQQ3a$=%`^2-rkuU%~E%ntk9Z-Rsa0U%&EEgzG{;-AYRaf^c>q#&D+;4hC=#Sp1R~B zG(-hioyCvF7ti0&&t4MI-=W!-3%a4{3RF#-0!KKTBsohN&Yif~l^ptH$meP0@6L&R zu)LUOHi*Kyd20&`?Mm#5l#ur(KV8mr+TVkgEZs!8Km}^rkMcPE9z@aKm`pauZascJ z8pnY`dzc|`SX4u3N5p}I!cI{##tY&~|Erw!hpuD3T51oAhRUy}n4+}i(GZ(_A{MtL zZ5&tp-*f69<5EH!jx6fF@j*Rug)|wv@v)=6v~L4Bli*! zeTy`vA(z>uVTOtB)hqxlz5~@9K+Qov`Rd0JNm-gU0=cq8JrFL0@u^kSg;s5uC^n<0 z*Kgh5S;mQ}xW6RE3tO&;_CWd4{|a_?+Fr$Garn=v1q57uOq$J->wKVk?-|h4zM~T_ zW`6M-Qxu4~C-2Z?*z0WT?)W`~7AiVqquoui*|D4_YMtxU;niQ0!&HE{?^4at=@6-Y zMs&Y=N8hbBS&%uY{akYMj|5_Lw0EN*V2Gtz+N80Wizcjj)o<^^0q%Xv9D8$X+iEKu zeXMI)#HP5GGYebXtg^)?-O}Gh@Oaxtv|~u^mkrVk&YOQiKQ=N>L23c)6lc)k=OGqV zE8TlhBrcppYBZQL2!_dyP61=b9*iqk+_+-svqeY040gtsccd$MIP5#!jC9@6k_mi` zIhPzcyJZ|n9VwW5t%Sk?i<0-G9bz*uY+L!#r`pWXuB ziESvkQNJ&XG>?{i&_nwfDb|uHIJKJ}=-s=w$pGD{S-{M3T{f?Fs+e-R+mrq+?QG7G zF73j}*g80P$uiLGDh&c-T57ocWg-k9|3RSY1=+XHo_~Ab{&`+L72nz)o0?$f)}}V) zYuOFU`)wz$GM2cjH}imj^VHOxdt>T_wdyfPXIgSMNn}W>d8iMOw!y<`ohPzdT0=;} z61%^|o`_Mj-)I;ub-i@HRAUth%24N@*wbj&gwNswbwTq z7THc}p5hqmsN*APopPoz@d7mQR5l#Gewyi5fI<}yV{fjM5?&v=5G zwQKL-@4qnBs9n2>5k>>zT^ys1oanVC(}|%eX2AjZ5d&?kDd>=*8oXOmHvmt?^)$Itf^6w^zzGvHkYx7!)kEdXCPhbWN~_J4msYqNqfc%5 z6dZS|vS*4rb$?C&()g~OAXGHGR`LD-_*KDfP^!^!~bqC>G;JtsT70;@Dtf7xCX`P^82J#<7gez zt{nu6NwTkfBR@7X^ID#m$o*CGm-+kqlh*=^eUr`(^jO^>B89mv99v?vJ{si$DLBnN zVoA>=9BG6>XJTaj>v_jW(q+(rB*qe^aCp{f5}X=as7k6r`J6@1hfI^Y(yanl`{%=D zDOc*}n)tjz~l!w=c1q z_pk>M_8}0|Amr>%wr>3)k{kKwW0J4y{;$^f`aUgst-yvXzb#71+>&u1VGk(lb9P4z zMhy(3@eP=QylQ`-gG!SMr!1;3$ z`JMDKneO(hTZbTJM4K2A$?l-{ml+Dz#5m==vG=iR8i{L);`yK-#q-K#9Q7qm&o^|n z&@kskIOfpZ@7*%js2^>8%82;H)=l%@%!Gs7J1uN$b3~KLB=|pN+3{fD8Y|p()TzoF zQQpvWJLZessW}SGy##^~gHal20Own%=MIL}r;tw~C2B)2ip(hDSpNGFcKq71`%B(& zIe|5~Ocw_w#oneGY!Nt~#x&-{mQ2FnjhJWcAV*grM*El>{h47Nv^vV)8I07cY{;Tmt=|8vj-g3QSUFMPJrZn|@t1OcV(YLXY9pI8w z^m0x{`7+PEXiHwjx~1h;$DLh**Va%^6r{``MriO2#hSt4c4KN(t`KC*VE zD3n7Ou0oVKNIh5^&!)P}irOhvw%oKHpxqinqQp6dqM#|HhF^~!lW~0iepvfWp5C#$ zRYPysE>HgqsX9w-h$_$zA+aFZ+C!C3gcpt9X?6JFf%I3Ae|yxlOBUa6m|pGQmohVR zu&C&H=pqsdmubTe52t9mo3$UuhDMWamAo;H#%|KY$ND6P9dJ1vyK*bR(Z3%)O=^s| zXGg!*+P?=LIkK?^t+wiHF!E5-spL(&HTQ*-18K|-BajYC>){^T>ssm6Hk;D1`Isr; zbk{3$okfi>`8Qjm03r2$;DN^Bq9vo#c;k(X1+gpk!XgRX|9%;RV^gishKESl3Enleg3LMm!`2#vW-nKI@6 z#;T=XR68>aUCal{`BvnrG?C+o=W&JaQa^?V3>_%I@Kz2sapA)9bl=$A2#V6`pq zi_w3FO0pxd;ZH70G*<~Kzx#^hPR%yL{tBY&*9XFoufaz4rPKZ* zMcEzXARB*nE93kQ)Nrfj>$b(e{PspYT-Bi}DJ>u{N&HJ+4+JcOc3+VbvJzm7YR0R< zpIE6Q3QbXs+^YWc(@)K-Rn8Gc!uH_|f5M;rVtdqNz^KBj$b&BJ@psH2yG29mJ7ukY z%CtJ=Y`+o`_$~6KZ|K%o+^_KlVN~$d{WLLITVIY(@FSO=1?DHU+B{TMO7H?AgFYq^ z+lrCJlE$7oqHZFwpcxZbsVE@uVFWq5b$;L{P@|n_UX)A%7=yzDRNBNrj1rZNABMjP zENx%RoVLcqO*BhO1RvEf3UTpe2*5X*w`z6XyFuj&!ez%25+sr6AB0IMJ#@_hq0A}h zRFpb~l!M59MDMY@EHQr!68#KG+uAWG=R1yO9?a^>MGv{xTtpF{E4Qlm%xV31^3XD>E7On2y96Nm2D%3B)o;vS|1ac zPx2#aC8-7>9Wn9FAfPn|IWUE+^d%3pJIBaBx`13Uyn_HgMGZ2A^qrdXqA2~K?XUe+bRPYLvDQW+9{MY^z+Yas^4&;gUQtC#GAEJ=)Z9NBl|qC6Bya zg00U1$i}ikvgeUQq(jz-Rz88<1twW-_}TWT`Q=POMdWd-nVqsrt`6Ito6u-lORKUM zJ>GSjnQeJ!Q)7wCgw29qw=j-u7UZ+@N1Z~7zpQ7d#!!hh zXgbmJN8ygJS$EUHFo;NU8~w|%guqdCUpIdq<5lK1-_)(>>4j!k56RnN^c7CZkf(ue$m>d^@W25@sFc<`^Sny# zP1n&6Dwn?EUH2Lz#(Z+@R%`oo=}*hnnhKCP7)R=es~yWaF+^yX$MBiku{yg6@jS?6 zpNCBTx$*iKP#mJ2bVX>bkG||S@VdorCG!X>=MX}{m)(8-V%;)c&0&3f#z{lNJ{7+H zJh0<&jQ2Q5xO)3=j4TH`0RXnZboAj8m*K=^(AZL9Ts3=<&h+8RX9@lH>T7VV4!`F$po-&NRZSVS6^bbEQ(RO)uYfCbeXzI8Q}rnk~9^SP;js$@R(k;=9g z^KKl9*LuTw@e*eN)AYb{8!RKu`laHg_c9hGu1ks> z#&!m{cO2o$UdLTDy9qYZ#GE7ad`jV!3_a)3Y)DbDpz|d_5BNrEmzt#?inYhob+hJm z^htW_>5LLO6!1ZSMU#Xr_{`gsokQYAPWwGdar7YHGc6d03;g(W^U0$Di-m zM`^vttB>ueS!^e3$W^Xvnp!4Tp7LJL;~l$qn>O)(>m|w>3z8S=Mnr6i0y&f8Fd5_+ z09e*eJzuZ$F3f?(h=KYv$8_~ZisN|~xKO>x7;_Js#9Dk!cSJq6k?nG8VD`6WYloGEG6XeKT36p7v zH4|I544?69Me?|vY_eEt8auHRq{M45#|Q2vm%gXq8_Ubb*{hPFh*L!~phjEJK9e*! zN#=GD#Hlo)VTbr>cCsLRs)8j*JAhLDn*LqD?wg-r)2Wx7ZlwC@@0U4=esy?mDZH=- zt~O&nruw)N=a9tbA&aY28OJSTQ5digeM`%h_HG=&%g5%=f15p$A3?reV%fD$RlA$k zrSD+UV%Pm^7Ib4WoUbo_quvj6iW7ki;mn2_m|Ei@wM0cGsy5PpCpq0(3CE_om?T53 zG620`nZ(&^?oSoyRO;h=GOpOsCCp^{ZB_5*gk-`eaH#75d<;ek0;VY1==zAiE9HG6 z-TtyB{o3Cwaqi-&+Y{^Yh9p9vk|A{3rpAxpCZZw}JATihkH@=wSn7gij&&CI>)4MY zVnQACduGPSsfyx9@*jn2UrN>b#M`+dX5-%EY}3me%dot2Uf!H zG+%h8g@qj?OU-n+QS!MGES|5g4a10rZC^^3%5KG#66E zT-IPG*p@oYe@}kqVoW2?u35c$BLXj+eSTOkt4l;F?t6wh7<=uo`K)kinc%_4a_0=Y z<5=1t!WCO)J}Uat!A8k$AQ59I1-#|kH3W!izjH^sF~3q`OdhRt+a!*?M$E`gsu_ay zeU-YoOez&T|FqZG^PM71bV%mY^P2(9;yIEFu|!;^D7Gya`}Vqr#^GKin5{W4GS?2NCkkcYNz1<7X`$SDw~+1Mzl!@`nvQhJ1$%f4Da(LGE|%Y)g;LQ~O+V}8q4?Bo!ruIp9vAOI0TivIsPRnI!~dQ!$X zSNpL}x%>w8J8iwZ|CbktwBkSoEGkt+jF*O9!Eo3!!67`9G_tk0Zi~$Q@tf4yFIDN4 z&@tPu%n4cAqQ(fzUU@b#8b<)WAz)K#08$N^Py`UEQ>}2u(2N?Y=HP0ihWd6Du&N-a z{ti`PdEEJr#v`q;{m(B-KN+*I)y*oWQ%^ebn`)GKjL|Jvj_fUPO%i@dBc6?En4?%Y zjN`bO>-0J)GUY)mwiL5XQLh24#7MiP>26JL%c5gtUf-rcMbBJ$af%Fr!|~aJC{Rqu z8q6PG=GpG#+&M#)7hs)1O~5!%k*b>2>riWuj&Q>(u*D4}-ri$Qne^OxHesD5iHe3Q zltAO`c+shXaHB>Owb4$Z?Y^RZ`W)vLLwGDuF1guz-Q6np?9~hU0(0HjOi=G8tHhjv zkBR&2(=vBZHzhoL%(O-}@crg!y7Nx@L*VY2B&20bBNE&$7?V302>ks$34<~OjTSM? zJnfNxW$$`q+TqT83S)-`%x=1E#7CLTa_)a$Y5nE*mpWr_>)s%&>wLCzN05=LprSK*_Y<=rfON5PSeJXQwR z{MM??_ZPmB?xjec=2H;W}zr`3+UzLf5?$&TfGRwz+UZ#w?4cKtj>He`R_NUn{C2#=d`Jk%U z)H}85;MBFHBMcLCJ8PphOH8;t^y>a?L5S7i??ZqI-?cIhjIoB(+kaw%iE0*PZ{cYsM~2n5b>WKn}o=Ngu|;mAg3 zYK>s_rBIVJ#g+YXl#51J?bC~ zb`lZ(gMR9&LJn6KYe8TT^Lx=pb;# zVjX!TZiE(ujOB`UHG#FKsQ|8#%69^QWb74$fj8>ZzV6rTL4Y@Mc%U4aFXmDgXHyZLF|F zITfSyhW_$mvI-YR@+x}*D zpw+N89Cr#N;iB9ZAmbnq0KNInCMp}s%rFkWJb3nB!y8qS54^FT=Thdi4-DT^Hz5{Y z%q+IvTISG!>CZ^7Y_$u_OX;3YJ#}JdlLyKHS7C`fDctdrlIOo4DMzOCE4R*|Bmy|> z73K)nes$k8-)L1H1|o)QFyiyy%li2FQm?)aWlp`d#~=&#)Lc4VO;J3B@rZP&VK6A_ z2hmq(gT6>mnnl%**EMuWTvvqYf1h9W}FE=(?}W<4{ek%r|b=a1AcwNzHaFE#IQduXN}^LvQKt z9B;POtjrRbxqz>i{tdH9%TaqM{heSpr*dVGTC+%-|NmD0-=0cNak;ID Lab026B: 4-битная яркость и индексированный цвет + | + +--> Lab027: раздельная передача общего кадра BASE и области ROI +``` + +## 2. Исходное видео + +Во всех трёх лабораторных использован один файл: + +```text +data/raw/lab026_rover_source.mp4 +``` + +| Параметр | Значение | +|---|---:| +| Размер файла | 7 790 985 байт | +| Разрешение | 1280x720 | +| Частота кадров | 30.000000 кадр/с | +| Число кадров | 623 | +| Длительность | 20.766667 с | +| Приблизительный файловый битрейт | 3001.343 кбит/с | + +## 3. Метод покадрового JPEG-сжатия + +Lab026 и JPEG-режимы последующих лабораторных используют независимое +покадровое сжатие: + +```text +исходный кадр + | + +--> изменение разрешения + | + +--> преобразование color / grayscale по параметрам профиля + | + +--> cv2.imencode(..., JPEG Quality) + | + +--> размер JPEG в байтах + | + +--> cv2.imdecode(...) + | + +--> расчёт PSNR +``` + +JPEG кодируется и декодируется в памяти. Отдельные JPEG-файлы на диск +не сохраняются. Межкадровое предсказание не используется. + +Кадры для заданной частоты выбираются по временной шкале. В общем виде: + +```text +frame_time = frame_index / source_fps + +кадр выбирается, если: +frame_time + 1e-9 >= next_sample_time + +после выбора: +next_sample_time += 1 / target_fps +``` + +## 4. Lab026: разрешение, FPS, grayscale и JPEG Quality + +### 4.1. Изменение FPS + +Условия серии: 640x360, grayscale, JPEG Q50. + +| Целевой FPS | Выбрано кадров | Payload, кбит/с | PSNR, дБ | +|---:|---:|---:|---:| +| 30 | 623 | 3936.913 | 37.350 | +| 10 | 208 | 1402.877 | 36.370 | +| 5 | 104 | 702.043 | 36.353 | +| 2 | 42 | 284.084 | 36.320 | +| 1 | 21 | 142.273 | 36.288 | +| 0.5 | 11 | 73.821 | 36.372 | +| 0.2 | 5 | 35.247 | 35.860 | + +### 4.2. Изменение разрешения + +Условия серии: 5 кадр/с, grayscale, JPEG Q50. + +| Разрешение | Выбрано кадров | Payload, кбит/с | PSNR, дБ | +|---|---:|---:|---:| +| 1280x720 | 104 | 2121.333 | 39.608 | +| 960x540 | 104 | 1314.376 | 38.632 | +| 640x360 | 104 | 702.043 | 36.353 | +| 480x270 | 104 | 431.824 | 36.172 | +| 320x180 | 104 | 227.294 | 35.069 | +| 160x90 | 104 | 80.918 | 33.586 | + +### 4.3. Color, grayscale и JPEG Quality + +Условия серии: 640x360, 5 кадр/с. + +| Режим | JPEG Quality | Payload, кбит/с | PSNR, дБ | +|---|---:|---:|---:| +| color | 90 | 2113.639 | 39.694 | +| color | 70 | 1117.677 | 36.029 | +| color | 50 | 823.307 | 34.439 | +| color | 30 | 605.629 | 32.766 | +| color | 20 | 471.731 | 31.299 | +| grayscale | 90 | 1809.440 | 42.575 | +| grayscale | 70 | 957.219 | 38.032 | +| grayscale | 50 | 702.043 | 36.353 | +| grayscale | 30 | 511.658 | 34.702 | +| grayscale | 20 | 392.150 | 33.304 | + +### 4.4. Контрольный профиль + +В качестве контрольного профиля принят: + +| Параметр | Значение | +|---|---:| +| Разрешение | 320x180 | +| Цветовой режим | grayscale | +| Частота | 2 кадр/с | +| JPEG Quality | 40 | +| Выбрано кадров | 42 | +| Payload bitrate | 80.283660 кбит/с | +| Средний PSNR | 34.362114 дБ | + +Этот профиль используется как baseline в Lab026B и как контрольная +точка для Lab027. + +## 5. Lab026B: глубина 4 бита на пиксель + +### 5.1. Исследованные представления + +Под 4-битной яркостью понимается индекс `0...15`, то есть 16 уровней +серого. Восстановленное значение формируется по тому же индексу в +диапазоне `0...255`. + +Под 4-битным индексированным цветом понимается один индекс `0...15` +на пиксель и палитра не более 16 RGB-цветов на кадр. Это не RGB444: +RGB444 использует по 4 бита на каждый из трёх каналов, то есть 12 бит +на пиксель. + +Исследованы пять режимов: + +| Режим | Представление | +|---|---| +| `gray8_jpeg` | Контрольный grayscale JPEG Q40 | +| `gray4_jpeg` | 16 уровней серого, восстановление в `uint8`, JPEG Q40 | +| `gray4_packed_zlib` | Два 4-битных индекса в байте, zlib level 9, заголовок 16 байт | +| `color16_png` | До 16 цветов, без дизеринга, индексированный PNG | +| `color16_packed_zlib` | 4-битные индексы, zlib level 9, заголовок 16 байт, палитра 48 байт | + +### 5.2. Результаты при 320x180 и 2 кадр/с + +| Режим | Payload, кбит/с | Средний PSNR, дБ | +|---|---:|---:| +| `gray8_jpeg` | 80.283660 | 34.362114 | +| `gray4_jpeg` | 88.417849 | 32.588941 | +| `gray4_packed_zlib` | 169.916148 | 34.397012 | +| `color16_png` | 143.121669 | 25.384724 | +| `color16_packed_zlib` | 140.568347 | 25.384724 | + +### 5.3. Зафиксированный отрицательный результат + +В Lab026B уменьшение глубины до 4 бит не позволило повысить разрешение +кадра в пределах 100 кбит/с. + +До 100 кбит/с прошли только два профиля: + +| Профиль | Разрешение | Payload, кбит/с | Средний PSNR, дБ | +|---|---|---:|---:| +| `320x180_gray8_jpeg_2fps` | 320x180 | 80.283660 | 34.362114 | +| `320x180_gray4_jpeg_2fps` | 320x180 | 88.417849 | 32.588941 | + +Профилей с разрешением больше 320x180 и payload не более +80.283660 кбит/с не получено. Цветных `color16`-профилей до +100 кбит/с также не получено. + +## 6. Lab027: многомасштабная передача BASE + ROI + +### 6.1. Принцип + +В Lab027 один профиль состоит из двух независимых JPEG-потоков: + +```text +исходный полноразмерный кадр + | + +--> BASE + | полный grayscale-кадр + | собственные разрешение, FPS и JPEG Quality + | + +--> ROI + вырезка из исходного кадра + собственные разрешение, FPS и JPEG Quality + +приёмная реконструкция 640x360: + +декодированный BASE + | + +--> масштабирование до 640x360 + | + +--> наложение последнего декодированного ROI + в геометрическое положение области интереса +``` + +BASE и ROI обновляются независимо по временной шкале. Между +обновлениями удерживается последнее декодированное состояние каждого +потока. + +### 6.2. Фиксированная ROI + +Нормализованные координаты: + +```text +x_min = 0.20 +x_max = 0.80 +y_min = 0.42 +y_max = 1.00 +``` + +Для исходного кадра 1280x720 используются координаты: + +```text +x = 256...1024 +y = 302...720 +``` + +Область занимает центральные 60% ширины и нижние 58% высоты кадра. +ROI фиксирована и не использует автоматическое распознавание дороги, +нейронные сети или детекторы объектов. + +### 6.3. Результаты ROI-профилей + +| Профиль | BASE | ROI | BASE, кбит/с | ROI, кбит/с | Total, кбит/с | Full PSNR, дБ | ROI PSNR, дБ | +|---|---|---|---:|---:|---:|---:|---:| +| `base240_1fps_q25_roi320_2fps_q35` | 240x135, 1 FPS, Q25 | 320x180, 2 FPS, Q35 | 19.592167 | 73.683467 | 93.275634 | 19.657187 | 19.574377 | +| `base240_0_5fps_q25_roi320_2fps_q35` | 240x135, 0.5 FPS, Q25 | 320x180, 2 FPS, Q35 | 10.150112 | 73.683467 | 83.833579 | 18.613817 | 19.574377 | +| `base160_1fps_q25_roi320_2fps_q35` | 160x90, 1 FPS, Q25 | 320x180, 2 FPS, Q35 | 11.511525 | 73.683467 | 85.194992 | 19.701304 | 19.574377 | +| `base240_1fps_q25_roi448_1fps_q30` | 240x135, 1 FPS, Q25 | 448x252, 1 FPS, Q30 | 19.592167 | 56.932392 | 76.524559 | 19.098790 | 17.871555 | +| `base240_0_5fps_q25_roi448_1fps_q30` | 240x135, 0.5 FPS, Q25 | 448x252, 1 FPS, Q30 | 10.150112 | 56.932392 | 67.082504 | 18.113877 | 17.871555 | +| `base320_1fps_q30_roi320_1fps_q35` | 320x180, 1 FPS, Q30 | 320x180, 1 FPS, Q35 | 33.862343 | 36.738491 | 70.600835 | 19.121457 | 17.888190 | +| `base240_1fps_q20_roi320_1fps_q30` | 240x135, 1 FPS, Q20 | 320x180, 1 FPS, Q30 | 17.180610 | 33.306453 | 50.487063 | 19.107784 | 17.873870 | +| `base160_0_5fps_q20_roi320_2fps_q30` | 160x90, 0.5 FPS, Q20 | 320x180, 2 FPS, Q30 | 5.323917 | 66.820546 | 72.144462 | 18.664976 | 19.549559 | + +Контрольный baseline при повторении в Lab027 составил +80.270177 кбит/с. Контрольное значение из Lab026, используемое для +сравнения, равно 80.283660 кбит/с. + +### 6.4. Основной режим + +В качестве основного режима в этом описании зафиксирован профиль: + +```text +base160_1fps_q25_roi320_2fps_q35 +``` + +| Компонент | Параметры | +|---|---| +| BASE | 160x90, 1 кадр/с, JPEG Q25 | +| ROI | 320x180, 2 кадр/с, JPEG Q35 | +| BASE bitrate | 11.511525 кбит/с | +| ROI bitrate | 73.683467 кбит/с | +| Total payload bitrate | 85.194992 кбит/с | +| Mean reconstructed full PSNR | 19.701304 дБ | +| Mean reconstructed ROI PSNR | 19.574377 дБ | + +### 6.5. Аварийный режим + +В качестве аварийного режима в этом описании зафиксирован профиль: + +```text +base240_1fps_q20_roi320_1fps_q30 +``` + +| Компонент | Параметры | +|---|---| +| BASE | 240x135, 1 кадр/с, JPEG Q20 | +| ROI | 320x180, 1 кадр/с, JPEG Q30 | +| BASE bitrate | 17.180610 кбит/с | +| ROI bitrate | 33.306453 кбит/с | +| Total payload bitrate | 50.487063 кбит/с | +| Mean reconstructed full PSNR | 19.107784 дБ | +| Mean reconstructed ROI PSNR | 17.873870 дБ | + +## 7. Расчёт payload bitrate + +Для одного JPEG-потока: + +```text +total_payload_bytes = сумма размеров выбранных JPEG-кадров + +payload_bitrate_bps = + total_payload_bytes * 8 / source_duration_seconds + +payload_bitrate_kbps = + payload_bitrate_bps / 1000 +``` + +Для Lab027: + +```text +total_payload_bytes = + total_base_bytes + total_roi_bytes + +base_bitrate_kbps = + total_base_bytes * 8 / source_duration_seconds / 1000 + +roi_bitrate_kbps = + total_roi_bytes * 8 / source_duration_seconds / 1000 + +total_payload_bitrate_kbps = + base_bitrate_kbps + roi_bitrate_kbps +``` + +Lab026B использует тот же принцип подсчёта полезной нагрузки, но размер +кадра определяется выбранным режимом: JPEG, индексированный PNG либо +упакованные и сжатые zlib индексы вместе с предусмотренными заголовком +и палитрой. + +## 8. Неучтённые накладные расходы радиоканала + +В приведённые значения payload bitrate пока не включены: + +- заголовки радиопакетов и служебные поля радиопротокола; +- преамбула; +- CRC; +- FEC; +- фрагментация кадров по радиопакетам; +- межпакетные интервалы; +- повторные передачи; +- команды управления. + +Значения также не включают оценку задержки полного тракта. PSNR и +статические сравнительные изображения не заменяют ручную оценку +пригодности изображения. Фиксированная ROI не гарантирует попадания +препятствия в область интереса. + +## 9. Итоговый рабочий видеорежим после Lab027C–Lab027E + +Динамические сравнения Lab027C и Lab027D подтвердили, что раздельное +асинхронное обновление BASE и ROI заметно оператору. Синхронное +формирование обеих частей из одного исходного кадра устранило их +визуальное рассогласование. Частота 2 кадр/с оказалась недостаточной, +а 3 кадр/с по результатам ручной оценки признаны приемлемыми. + +В качестве рабочего компромисса выбран следующий профиль: + +| Компонент | Рабочие параметры | +|---|---| +| BASE | 240x135, grayscale, JPEG Q23 | +| ROI | 320x180, grayscale, JPEG Q33 | +| Обновление | синхронное и атомарное | +| Частота составного изображения | 3 кадр/с | +| JPEG payload | 156.342279 кбит/с | +| Оценка с 10% overhead и FEC 2/3 | 257.964761 кбит/с | +| Оценка с 10% overhead и FEC 1/2 | 343.953014 кбит/с | + +Расчёт иллюстративных канальных скоростей: + +```text +channel_rate_fec_2_3_kbps = + payload_kbps * 1.10 / (2 / 3) + +channel_rate_fec_1_2_kbps = + payload_kbps * 1.10 / (1 / 2) +``` + +JPEG Q20 для BASE и Q30 для ROI признаны приемлемыми. Профиль Q23/Q33 +выбран как рабочий компромисс качества и потока. Визуальная разница +между Q23/Q33 и Q25/Q35 практически отсутствует, поэтому увеличение +потока для Q25/Q35 не дало заметного преимущества при ручной оценке. + +При скорости ровера 25 км/ч линейная скорость равна примерно +6.944 м/с. При трёх составных кадрах в секунду ровер проходит: + +```text +6.944 м/с / 3 кадр/с = 2.315 м/кадр +``` + +То есть между соседними составными изображениями ровер перемещается +примерно на 2.31 м. Эта оценка не включает задержку кодирования, +радиоканала, ретранслятора, декодирования и реакции оператора. + +Lab027E дополнительно использовала playback 0.5x для локальной +визуальной имитации более медленного движения сцены. Замедление +применялось только при создании операторского preview и не является +частью передаваемого радиоканального формата. Реальная скорость +автомобиля в исходном видео неизвестна. diff --git a/tests/lab027_roi_multiresolution_benchmark.py b/tests/lab027_roi_multiresolution_benchmark.py new file mode 100644 index 0000000..9d38dc6 --- /dev/null +++ b/tests/lab027_roi_multiresolution_benchmark.py @@ -0,0 +1,1710 @@ +""" +Lab027. Многомасштабная передача изображения: +общий кадр и фиксированная область интереса. + +Лабораторная сравнивает контрольный низкоскоростной JPEG-поток +с восемью профилями, в которых независимо передаются: + +- BASE — уменьшенный общий grayscale-кадр сцены; +- ROI — центральная нижняя область исходного кадра с отдельными + разрешением, частотой обновления и JPEG quality. + +Все JPEG-кадры кодируются и декодируются только в памяти. Радиопротокол, +CRC, FEC, фрагментация и повторные передачи в расчёт не входят. +""" + +from __future__ import annotations + +import csv +import math +from dataclasses import dataclass, field +from pathlib import Path + +import cv2 +import matplotlib.pyplot as plt +import numpy as np + + +SOURCE_VIDEO_PATH = Path("data/raw/lab026_rover_source.mp4") + +OUTPUT_DIRECTORY = Path("data/processed/lab027") +CSV_PATH = OUTPUT_DIRECTORY / "lab027_profiles.csv" +REPORT_PATH = OUTPUT_DIRECTORY / "lab027_report.txt" +BITRATE_PLOT_PATH = ( + OUTPUT_DIRECTORY / "lab027_bitrate_comparison.png" +) +QUALITY_PLOT_PATH = ( + OUTPUT_DIRECTORY / "lab027_quality_comparison.png" +) +CANDIDATE_IMAGE_PATH = ( + OUTPUT_DIRECTORY / "lab027_candidate_profiles.png" +) + +EXPECTED_OUTPUT_PATHS = [ + CSV_PATH, + REPORT_PATH, + BITRATE_PLOT_PATH, + QUALITY_PLOT_PATH, + CANDIDATE_IMAGE_PATH, +] + +BASELINE_BITRATE_KBPS = 80.283660 +FRAME_TIME_EPSILON_SECONDS = 1e-9 +MAXIMUM_PSNR_DB = 100.0 + +ROI_X_MIN = 0.20 +ROI_X_MAX = 0.80 +ROI_Y_MIN = 0.42 +ROI_Y_MAX = 1.00 + +RECONSTRUCTION_WIDTH = 640 +RECONSTRUCTION_HEIGHT = 360 + +CSV_FIELD_NAMES = [ + "profile_name", + "base_width", + "base_height", + "base_fps", + "base_quality", + "roi_enabled", + "roi_x_min", + "roi_y_min", + "roi_x_max", + "roi_y_max", + "roi_width", + "roi_height", + "roi_fps", + "roi_quality", + "source_duration_s", + "selected_base_frames", + "selected_roi_frames", + "actual_base_fps", + "actual_roi_fps", + "total_base_bytes", + "total_roi_bytes", + "total_payload_bytes", + "mean_base_frame_bytes", + "mean_roi_frame_bytes", + "p95_base_frame_bytes", + "p95_roi_frame_bytes", + "max_base_frame_bytes", + "max_roi_frame_bytes", + "base_bitrate_kbps", + "roi_bitrate_kbps", + "total_payload_bitrate_kbps", + "baseline_bitrate_kbps", + "difference_from_baseline_kbps", + "percent_of_baseline", + "mean_base_jpeg_psnr_db", + "mean_roi_jpeg_psnr_db", + "mean_reconstructed_full_psnr_db", + "mean_reconstructed_roi_psnr_db", +] + + +@dataclass(frozen=True) +class RoiProfile: + """ + Описывает один фиксированный профиль передачи BASE и ROI. + """ + + profile_name: str + base_width: int + base_height: int + base_fps: float + base_quality: int + roi_enabled: bool + roi_width: int = 0 + roi_height: int = 0 + roi_fps: float = 0.0 + roi_quality: int = 0 + + +@dataclass(frozen=True) +class RoiResult: + """ + Хранит итоговые метрики одного профиля Lab027. + """ + + profile_name: str + base_width: int + base_height: int + base_fps: float + base_quality: int + roi_enabled: bool + roi_x_min: float + roi_y_min: float + roi_x_max: float + roi_y_max: float + roi_width: int + roi_height: int + roi_fps: float + roi_quality: int + source_duration_s: float + selected_base_frames: int + selected_roi_frames: int + actual_base_fps: float + actual_roi_fps: float + total_base_bytes: int + total_roi_bytes: int + total_payload_bytes: int + mean_base_frame_bytes: float + mean_roi_frame_bytes: float + p95_base_frame_bytes: float + p95_roi_frame_bytes: float + max_base_frame_bytes: int + max_roi_frame_bytes: int + base_bitrate_kbps: float + roi_bitrate_kbps: float + total_payload_bitrate_kbps: float + baseline_bitrate_kbps: float + difference_from_baseline_kbps: float + percent_of_baseline: float + mean_base_jpeg_psnr_db: float + mean_roi_jpeg_psnr_db: float | None + mean_reconstructed_full_psnr_db: float + mean_reconstructed_roi_psnr_db: float | None + + +@dataclass +class ProfileAccumulator: + """ + Накапливает размеры, PSNR и последнее состояние потоков. + """ + + next_base_time: float = 0.0 + next_roi_time: float = 0.0 + base_sizes_bytes: list[int] = field(default_factory=list) + roi_sizes_bytes: list[int] = field(default_factory=list) + base_jpeg_psnr_values_db: list[float] = field( + default_factory=list + ) + roi_jpeg_psnr_values_db: list[float] = field( + default_factory=list + ) + reconstructed_full_psnr_values_db: list[float] = field( + default_factory=list + ) + reconstructed_roi_psnr_values_db: list[float] = field( + default_factory=list + ) + latest_base_frame: np.ndarray | None = None + latest_roi_frame: np.ndarray | None = None + + +def read_video_metadata( + source_path: Path, +) -> tuple[int, int, float, int, float, int]: + """ + Читает и проверяет основные параметры исходного видео. + """ + + if not source_path.exists(): + raise RuntimeError( + f"Исходный видеофайл отсутствует: {source_path}" + ) + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + source_fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + finally: + capture.release() + + if width <= 0 or height <= 0: + raise RuntimeError( + "OpenCV вернул некорректное разрешение видео." + ) + + if source_fps <= 0.0: + raise RuntimeError("FPS исходного видео равен нулю.") + + if frame_count <= 0: + raise RuntimeError("Число кадров исходного видео равно нулю.") + + duration_seconds = frame_count / source_fps + file_size_bytes = source_path.stat().st_size + + if duration_seconds <= 0.0 or file_size_bytes <= 0: + raise RuntimeError( + "Длительность или размер исходного видео некорректны." + ) + + return ( + width, + height, + source_fps, + frame_count, + duration_seconds, + file_size_bytes, + ) + + +def build_profiles() -> list[RoiProfile]: + """ + Создаёт ровно девять заданных в Lab027 профилей. + """ + + profiles = [ + RoiProfile( + "baseline_320x180_gray_2fps_q40", + 320, + 180, + 2.0, + 40, + False, + ), + RoiProfile( + "base240_1fps_q25_roi320_2fps_q35", + 240, + 135, + 1.0, + 25, + True, + 320, + 180, + 2.0, + 35, + ), + RoiProfile( + "base240_0_5fps_q25_roi320_2fps_q35", + 240, + 135, + 0.5, + 25, + True, + 320, + 180, + 2.0, + 35, + ), + RoiProfile( + "base160_1fps_q25_roi320_2fps_q35", + 160, + 90, + 1.0, + 25, + True, + 320, + 180, + 2.0, + 35, + ), + RoiProfile( + "base240_1fps_q25_roi448_1fps_q30", + 240, + 135, + 1.0, + 25, + True, + 448, + 252, + 1.0, + 30, + ), + RoiProfile( + "base240_0_5fps_q25_roi448_1fps_q30", + 240, + 135, + 0.5, + 25, + True, + 448, + 252, + 1.0, + 30, + ), + RoiProfile( + "base320_1fps_q30_roi320_1fps_q35", + 320, + 180, + 1.0, + 30, + True, + 320, + 180, + 1.0, + 35, + ), + RoiProfile( + "base240_1fps_q20_roi320_1fps_q30", + 240, + 135, + 1.0, + 20, + True, + 320, + 180, + 1.0, + 30, + ), + RoiProfile( + "base160_0_5fps_q20_roi320_2fps_q30", + 160, + 90, + 0.5, + 20, + True, + 320, + 180, + 2.0, + 30, + ), + ] + + if len(profiles) != 9: + raise RuntimeError("Lab027 должна содержать ровно 9 профилей.") + + if len({profile.profile_name for profile in profiles}) != 9: + raise RuntimeError("Имена профилей Lab027 не уникальны.") + + return profiles + + +def normalized_roi_to_pixels( + width: int, + height: int, +) -> tuple[int, int, int, int]: + """ + Переводит фиксированные нормализованные границы ROI в пиксели. + + Возвращается полуоткрытый прямоугольник: + x_min, y_min, x_max, y_max. + """ + + if width <= 0 or height <= 0: + raise ValueError("Размер кадра должен быть положительным.") + + x_min = int(round(width * ROI_X_MIN)) + x_max = int(round(width * ROI_X_MAX)) + y_min = int(round(height * ROI_Y_MIN)) + y_max = int(round(height * ROI_Y_MAX)) + + x_min = min(max(x_min, 0), width - 1) + x_max = min(max(x_max, x_min + 1), width) + y_min = min(max(y_min, 0), height - 1) + y_max = min(max(y_max, y_min + 1), height) + + return x_min, y_min, x_max, y_max + + +def should_sample_frame( + frame_time_seconds: float, + next_sample_time_seconds: float, + epsilon_seconds: float = FRAME_TIME_EPSILON_SECONDS, +) -> bool: + """ + Проверяет наступление времени очередного независимого обновления. + """ + + return ( + frame_time_seconds + epsilon_seconds + >= next_sample_time_seconds + ) + + +def encode_decode_jpeg( + gray_frame: np.ndarray, + jpeg_quality: int, +) -> tuple[int, np.ndarray]: + """ + Кодирует grayscale JPEG в памяти и декодирует его обратно. + """ + + if gray_frame.ndim != 2: + raise RuntimeError( + "JPEG Lab027 должен получать только grayscale-кадр." + ) + + encoded_ok, encoded = cv2.imencode( + ".jpg", + gray_frame, + [cv2.IMWRITE_JPEG_QUALITY, jpeg_quality], + ) + + if not encoded_ok or encoded is None or encoded.size == 0: + raise RuntimeError("OpenCV не смог закодировать JPEG.") + + decoded = cv2.imdecode( + encoded, + cv2.IMREAD_GRAYSCALE, + ) + + if decoded is None or decoded.shape != gray_frame.shape: + raise RuntimeError( + "Декодированный JPEG имеет некорректный размер." + ) + + return int(encoded.size), decoded + + +def calculate_psnr( + reference_frame: np.ndarray, + reconstructed_frame: np.ndarray, +) -> float: + """ + Рассчитывает PSNR в float64, используя 100 дБ при MSE=0. + """ + + if reference_frame.shape != reconstructed_frame.shape: + raise RuntimeError( + "Нельзя рассчитать PSNR для разных размеров кадров." + ) + + difference = ( + reference_frame.astype(np.float64) + - reconstructed_frame.astype(np.float64) + ) + mean_squared_error = float(np.mean(difference ** 2)) + + if mean_squared_error == 0.0: + return MAXIMUM_PSNR_DB + + return min( + 10.0 + * math.log10( + (255.0 ** 2) / mean_squared_error + ), + MAXIMUM_PSNR_DB, + ) + + +def reconstruct_frame( + decoded_base: np.ndarray, + decoded_roi: np.ndarray | None, + roi_enabled: bool, + reconstruction_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Восстанавливает итоговый grayscale-кадр размером 640x360. + """ + + reconstructed = cv2.resize( + decoded_base, + (RECONSTRUCTION_WIDTH, RECONSTRUCTION_HEIGHT), + interpolation=cv2.INTER_LINEAR, + ) + + if not roi_enabled: + return reconstructed + + if decoded_roi is None: + raise RuntimeError( + "Для ROI-профиля отсутствует декодированное состояние ROI." + ) + + x_min, y_min, x_max, y_max = reconstruction_roi + roi_width = x_max - x_min + roi_height = y_max - y_min + resized_roi = cv2.resize( + decoded_roi, + (roi_width, roi_height), + interpolation=cv2.INTER_LINEAR, + ) + reconstructed[y_min:y_max, x_min:x_max] = resized_roi + + return reconstructed + + +def safe_mean(values: list[int]) -> float: + """ + Возвращает среднее списка либо ноль для отсутствующего ROI. + """ + + if not values: + return 0.0 + + return float(np.mean(np.asarray(values, dtype=np.float64))) + + +def safe_percentile(values: list[int], percentile: float) -> float: + """ + Возвращает процентиль списка либо ноль для отсутствующего ROI. + """ + + if not values: + return 0.0 + + return float( + np.percentile( + np.asarray(values, dtype=np.float64), + percentile, + ) + ) + + +def process_profiles( + source_path: Path, + profiles: list[RoiProfile], + source_width: int, + source_height: int, + source_fps: float, + source_frame_count: int, + source_duration_seconds: float, +) -> list[RoiResult]: + """ + Обрабатывает все профили за один последовательный проход по видео. + + BASE и ROI обновляются независимо. Итоговая реконструкция оценивается + на каждом исходном кадре с удержанием последнего декодированного + состояния обоих потоков. + """ + + if len(profiles) != 9: + raise RuntimeError("Ожидалось ровно 9 профилей Lab027.") + + accumulators = { + profile.profile_name: ProfileAccumulator() + for profile in profiles + } + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + reconstruction_roi = normalized_roi_to_pixels( + RECONSTRUCTION_WIDTH, + RECONSTRUCTION_HEIGHT, + ) + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + frame_index = 0 + + try: + while True: + frame_read, source_frame = capture.read() + + if not frame_read: + break + + if source_frame is None: + raise RuntimeError( + f"Получен пустой кадр с индексом {frame_index}." + ) + + if ( + source_frame.shape[1] != source_width + or source_frame.shape[0] != source_height + ): + raise RuntimeError( + "Размер прочитанного кадра отличается от метаданных." + ) + + frame_time_seconds = frame_index / source_fps + source_gray = cv2.cvtColor( + source_frame, + cv2.COLOR_BGR2GRAY, + ) + source_roi_gray = source_gray[ + source_roi[1]:source_roi[3], + source_roi[0]:source_roi[2], + ] + reference_full = cv2.resize( + source_gray, + (RECONSTRUCTION_WIDTH, RECONSTRUCTION_HEIGHT), + interpolation=cv2.INTER_AREA, + ) + reference_roi = reference_full[ + reconstruction_roi[1]:reconstruction_roi[3], + reconstruction_roi[0]:reconstruction_roi[2], + ] + + if source_roi_gray.size == 0 or reference_roi.size == 0: + raise RuntimeError("Рассчитана пустая область ROI.") + + for profile in profiles: + accumulator = accumulators[profile.profile_name] + + if should_sample_frame( + frame_time_seconds, + accumulator.next_base_time, + ): + prepared_base = cv2.resize( + source_gray, + (profile.base_width, profile.base_height), + interpolation=cv2.INTER_AREA, + ) + base_size, decoded_base = encode_decode_jpeg( + prepared_base, + profile.base_quality, + ) + accumulator.base_sizes_bytes.append(base_size) + accumulator.base_jpeg_psnr_values_db.append( + calculate_psnr( + prepared_base, + decoded_base, + ) + ) + accumulator.latest_base_frame = decoded_base + accumulator.next_base_time += ( + 1.0 / profile.base_fps + ) + + if ( + profile.roi_enabled + and should_sample_frame( + frame_time_seconds, + accumulator.next_roi_time, + ) + ): + prepared_roi = cv2.resize( + source_roi_gray, + (profile.roi_width, profile.roi_height), + interpolation=cv2.INTER_AREA, + ) + roi_size, decoded_roi = encode_decode_jpeg( + prepared_roi, + profile.roi_quality, + ) + accumulator.roi_sizes_bytes.append(roi_size) + accumulator.roi_jpeg_psnr_values_db.append( + calculate_psnr( + prepared_roi, + decoded_roi, + ) + ) + accumulator.latest_roi_frame = decoded_roi + accumulator.next_roi_time += ( + 1.0 / profile.roi_fps + ) + + if accumulator.latest_base_frame is None: + raise RuntimeError( + "BASE не был инициализирован при времени 0." + ) + + reconstructed = reconstruct_frame( + accumulator.latest_base_frame, + accumulator.latest_roi_frame, + profile.roi_enabled, + reconstruction_roi, + ) + accumulator.reconstructed_full_psnr_values_db.append( + calculate_psnr( + reference_full, + reconstructed, + ) + ) + + if profile.roi_enabled: + reconstructed_roi = reconstructed[ + reconstruction_roi[1]:reconstruction_roi[3], + reconstruction_roi[0]:reconstruction_roi[2], + ] + accumulator.reconstructed_roi_psnr_values_db.append( + calculate_psnr( + reference_roi, + reconstructed_roi, + ) + ) + + frame_index += 1 + + if ( + frame_index % 100 == 0 + or frame_index == source_frame_count + ): + print( + f" Обработано кадров: " + f"{frame_index}/{source_frame_count}" + ) + finally: + capture.release() + + if frame_index == 0: + raise RuntimeError("Не прочитан ни один кадр исходного видео.") + + if frame_index != source_frame_count: + print( + "Предупреждение: фактическое число кадров " + f"{frame_index}, по метаданным {source_frame_count}." + ) + + results: list[RoiResult] = [] + + for profile in profiles: + accumulator = accumulators[profile.profile_name] + + if not accumulator.base_sizes_bytes: + raise RuntimeError( + f"BASE не содержит кадров: {profile.profile_name}" + ) + + if ( + profile.roi_enabled + and not accumulator.roi_sizes_bytes + ): + raise RuntimeError( + f"ROI не содержит кадров: {profile.profile_name}" + ) + + selected_base_frames = len( + accumulator.base_sizes_bytes + ) + selected_roi_frames = len( + accumulator.roi_sizes_bytes + ) + total_base_bytes = int( + sum(accumulator.base_sizes_bytes) + ) + total_roi_bytes = int( + sum(accumulator.roi_sizes_bytes) + ) + total_payload_bytes = ( + total_base_bytes + total_roi_bytes + ) + + actual_base_fps = ( + selected_base_frames / source_duration_seconds + ) + actual_roi_fps = ( + selected_roi_frames / source_duration_seconds + ) + base_bitrate_kbps = ( + total_base_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + roi_bitrate_kbps = ( + total_roi_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + total_payload_bitrate_kbps = ( + total_payload_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + + if total_payload_bitrate_kbps <= 0.0: + raise RuntimeError( + f"Неположительный битрейт: {profile.profile_name}" + ) + + if not math.isclose( + total_payload_bitrate_kbps, + base_bitrate_kbps + roi_bitrate_kbps, + rel_tol=1e-12, + abs_tol=1e-12, + ): + raise RuntimeError( + "Суммарный битрейт не равен сумме BASE и ROI." + ) + + mean_roi_jpeg_psnr = ( + float( + np.mean( + accumulator.roi_jpeg_psnr_values_db + ) + ) + if profile.roi_enabled + else None + ) + mean_reconstructed_roi_psnr = ( + float( + np.mean( + accumulator.reconstructed_roi_psnr_values_db + ) + ) + if profile.roi_enabled + else None + ) + + results.append( + RoiResult( + profile_name=profile.profile_name, + base_width=profile.base_width, + base_height=profile.base_height, + base_fps=profile.base_fps, + base_quality=profile.base_quality, + roi_enabled=profile.roi_enabled, + roi_x_min=( + ROI_X_MIN if profile.roi_enabled else 0.0 + ), + roi_y_min=( + ROI_Y_MIN if profile.roi_enabled else 0.0 + ), + roi_x_max=( + ROI_X_MAX if profile.roi_enabled else 0.0 + ), + roi_y_max=( + ROI_Y_MAX if profile.roi_enabled else 0.0 + ), + roi_width=( + profile.roi_width + if profile.roi_enabled + else 0 + ), + roi_height=( + profile.roi_height + if profile.roi_enabled + else 0 + ), + roi_fps=( + profile.roi_fps + if profile.roi_enabled + else 0.0 + ), + roi_quality=( + profile.roi_quality + if profile.roi_enabled + else 0 + ), + source_duration_s=source_duration_seconds, + selected_base_frames=selected_base_frames, + selected_roi_frames=selected_roi_frames, + actual_base_fps=actual_base_fps, + actual_roi_fps=actual_roi_fps, + total_base_bytes=total_base_bytes, + total_roi_bytes=total_roi_bytes, + total_payload_bytes=total_payload_bytes, + mean_base_frame_bytes=safe_mean( + accumulator.base_sizes_bytes + ), + mean_roi_frame_bytes=safe_mean( + accumulator.roi_sizes_bytes + ), + p95_base_frame_bytes=safe_percentile( + accumulator.base_sizes_bytes, + 95, + ), + p95_roi_frame_bytes=safe_percentile( + accumulator.roi_sizes_bytes, + 95, + ), + max_base_frame_bytes=max( + accumulator.base_sizes_bytes + ), + max_roi_frame_bytes=( + max(accumulator.roi_sizes_bytes) + if accumulator.roi_sizes_bytes + else 0 + ), + base_bitrate_kbps=base_bitrate_kbps, + roi_bitrate_kbps=roi_bitrate_kbps, + total_payload_bitrate_kbps=( + total_payload_bitrate_kbps + ), + baseline_bitrate_kbps=BASELINE_BITRATE_KBPS, + difference_from_baseline_kbps=( + total_payload_bitrate_kbps + - BASELINE_BITRATE_KBPS + ), + percent_of_baseline=( + total_payload_bitrate_kbps + / BASELINE_BITRATE_KBPS + * 100.0 + ), + mean_base_jpeg_psnr_db=float( + np.mean( + accumulator.base_jpeg_psnr_values_db + ) + ), + mean_roi_jpeg_psnr_db=mean_roi_jpeg_psnr, + mean_reconstructed_full_psnr_db=float( + np.mean( + accumulator + .reconstructed_full_psnr_values_db + ) + ), + mean_reconstructed_roi_psnr_db=( + mean_reconstructed_roi_psnr + ), + ) + ) + + if len(results) != 9: + raise RuntimeError("Создано не 9 результатов Lab027.") + + return results + + +def optional_float_text(value: float | None) -> str: + """ + Представляет необязательное значение PSNR для CSV и отчёта. + """ + + if value is None: + return "" + + return f"{value:.6f}" + + +def save_csv(results: list[RoiResult]) -> None: + """ + Сохраняет девять результатов Lab027 в UTF-8 CSV. + """ + + with CSV_PATH.open( + "w", + encoding="utf-8", + newline="", + ) as csv_file: + writer = csv.DictWriter( + csv_file, + fieldnames=CSV_FIELD_NAMES, + ) + writer.writeheader() + + for result in results: + writer.writerow( + { + "profile_name": result.profile_name, + "base_width": result.base_width, + "base_height": result.base_height, + "base_fps": f"{result.base_fps:.6f}", + "base_quality": result.base_quality, + "roi_enabled": int(result.roi_enabled), + "roi_x_min": f"{result.roi_x_min:.6f}", + "roi_y_min": f"{result.roi_y_min:.6f}", + "roi_x_max": f"{result.roi_x_max:.6f}", + "roi_y_max": f"{result.roi_y_max:.6f}", + "roi_width": result.roi_width, + "roi_height": result.roi_height, + "roi_fps": f"{result.roi_fps:.6f}", + "roi_quality": result.roi_quality, + "source_duration_s": ( + f"{result.source_duration_s:.6f}" + ), + "selected_base_frames": ( + result.selected_base_frames + ), + "selected_roi_frames": ( + result.selected_roi_frames + ), + "actual_base_fps": ( + f"{result.actual_base_fps:.6f}" + ), + "actual_roi_fps": ( + f"{result.actual_roi_fps:.6f}" + ), + "total_base_bytes": result.total_base_bytes, + "total_roi_bytes": result.total_roi_bytes, + "total_payload_bytes": ( + result.total_payload_bytes + ), + "mean_base_frame_bytes": ( + f"{result.mean_base_frame_bytes:.3f}" + ), + "mean_roi_frame_bytes": ( + f"{result.mean_roi_frame_bytes:.3f}" + ), + "p95_base_frame_bytes": ( + f"{result.p95_base_frame_bytes:.3f}" + ), + "p95_roi_frame_bytes": ( + f"{result.p95_roi_frame_bytes:.3f}" + ), + "max_base_frame_bytes": ( + result.max_base_frame_bytes + ), + "max_roi_frame_bytes": ( + result.max_roi_frame_bytes + ), + "base_bitrate_kbps": ( + f"{result.base_bitrate_kbps:.6f}" + ), + "roi_bitrate_kbps": ( + f"{result.roi_bitrate_kbps:.6f}" + ), + "total_payload_bitrate_kbps": ( + f"{result.total_payload_bitrate_kbps:.6f}" + ), + "baseline_bitrate_kbps": ( + f"{result.baseline_bitrate_kbps:.6f}" + ), + "difference_from_baseline_kbps": ( + f"{result.difference_from_baseline_kbps:.6f}" + ), + "percent_of_baseline": ( + f"{result.percent_of_baseline:.6f}" + ), + "mean_base_jpeg_psnr_db": ( + f"{result.mean_base_jpeg_psnr_db:.6f}" + ), + "mean_roi_jpeg_psnr_db": optional_float_text( + result.mean_roi_jpeg_psnr_db + ), + "mean_reconstructed_full_psnr_db": ( + f"{result.mean_reconstructed_full_psnr_db:.6f}" + ), + "mean_reconstructed_roi_psnr_db": ( + optional_float_text( + result + .mean_reconstructed_roi_psnr_db + ) + ), + } + ) + + +def short_profile_label(profile_name: str) -> str: + """ + Создаёт компактную многострочную подпись профиля для графиков. + """ + + return profile_name.replace("_roi", "\nroi", 1) + + +def save_bitrate_plot(results: list[RoiResult]) -> None: + """ + Строит составные столбцы BASE/ROI и контрольные линии битрейта. + """ + + x_positions = np.arange(len(results)) + base_values = [ + result.base_bitrate_kbps + for result in results + ] + roi_values = [ + result.roi_bitrate_kbps + for result in results + ] + + figure, axes = plt.subplots(figsize=(15, 8)) + axes.bar( + x_positions, + base_values, + label="BASE bitrate", + ) + axes.bar( + x_positions, + roi_values, + bottom=base_values, + label="ROI bitrate", + ) + axes.axhline( + BASELINE_BITRATE_KBPS, + linestyle="--", + label=f"Baseline {BASELINE_BITRATE_KBPS:.6f} kbps", + ) + axes.axhline( + 100.0, + linestyle=":", + label="100 kbps", + ) + + for position, result in zip(x_positions, results): + axes.annotate( + f"{result.total_payload_bitrate_kbps:.1f}", + ( + position, + result.total_payload_bitrate_kbps, + ), + xytext=(0, 5), + textcoords="offset points", + ha="center", + fontsize=8, + ) + + axes.set_xticks( + x_positions, + [ + short_profile_label(result.profile_name) + for result in results + ], + rotation=35, + ha="right", + ) + axes.set_ylabel("Полезный битрейт, кбит/с") + axes.set_title( + "Lab027. Распределение payload bitrate между BASE и ROI" + ) + axes.legend() + axes.grid(True, axis="y") + figure.tight_layout() + figure.savefig(BITRATE_PLOT_PATH, dpi=160) + plt.close(figure) + + +def save_quality_plot(results: list[RoiResult]) -> None: + """ + Сравнивает средний PSNR полной реконструкции и области ROI. + """ + + x_positions = np.arange(len(results)) + bar_width = 0.38 + full_values = [ + result.mean_reconstructed_full_psnr_db + for result in results + ] + roi_values = [ + ( + result.mean_reconstructed_roi_psnr_db + if result.mean_reconstructed_roi_psnr_db is not None + else np.nan + ) + for result in results + ] + + figure, axes = plt.subplots(figsize=(15, 8)) + axes.bar( + x_positions - bar_width / 2, + full_values, + width=bar_width, + label="Full-frame PSNR", + ) + axes.bar( + x_positions + bar_width / 2, + roi_values, + width=bar_width, + label="ROI PSNR", + ) + axes.set_xticks( + x_positions, + [ + short_profile_label(result.profile_name) + for result in results + ], + rotation=35, + ha="right", + ) + axes.set_ylabel("Средний PSNR реконструкции, дБ") + axes.set_title( + "Lab027. Качество полной реконструкции и области ROI" + ) + axes.legend() + axes.grid(True, axis="y") + figure.tight_layout() + figure.savefig(QUALITY_PLOT_PATH, dpi=160) + plt.close(figure) + + +def read_representative_frame( + source_path: Path, + frame_count: int, +) -> np.ndarray: + """ + Читает кадр около середины ролика для сравнительного изображения. + """ + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + middle_index = frame_count // 2 + + try: + capture.set( + cv2.CAP_PROP_POS_FRAMES, + middle_index, + ) + frame_read, frame = capture.read() + finally: + capture.release() + + if not frame_read or frame is None: + raise RuntimeError( + "Не удалось прочитать репрезентативный кадр." + ) + + return frame + + +def representative_reconstruction( + source_frame: np.ndarray, + profile: RoiProfile, + source_roi: tuple[int, int, int, int], + reconstruction_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Кодирует BASE/ROI репрезентативного кадра и реконструирует его. + """ + + source_gray = cv2.cvtColor( + source_frame, + cv2.COLOR_BGR2GRAY, + ) + prepared_base = cv2.resize( + source_gray, + (profile.base_width, profile.base_height), + interpolation=cv2.INTER_AREA, + ) + _, decoded_base = encode_decode_jpeg( + prepared_base, + profile.base_quality, + ) + + decoded_roi: np.ndarray | None = None + + if profile.roi_enabled: + source_roi_gray = source_gray[ + source_roi[1]:source_roi[3], + source_roi[0]:source_roi[2], + ] + prepared_roi = cv2.resize( + source_roi_gray, + (profile.roi_width, profile.roi_height), + interpolation=cv2.INTER_AREA, + ) + _, decoded_roi = encode_decode_jpeg( + prepared_roi, + profile.roi_quality, + ) + + return reconstruct_frame( + decoded_base, + decoded_roi, + profile.roi_enabled, + reconstruction_roi, + ) + + +def save_candidate_image( + source_path: Path, + profiles: list[RoiProfile], + results: list[RoiResult], + source_width: int, + source_height: int, + source_frame_count: int, +) -> None: + """ + Создаёт девять панелей реконструкции репрезентативного кадра. + """ + + source_frame = read_representative_frame( + source_path, + source_frame_count, + ) + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + reconstruction_roi = normalized_roi_to_pixels( + RECONSTRUCTION_WIDTH, + RECONSTRUCTION_HEIGHT, + ) + result_by_name = { + result.profile_name: result + for result in results + } + + figure, axes = plt.subplots( + 3, + 3, + figsize=(18, 12), + ) + + for axes_item, profile in zip(axes.flat, profiles): + result = result_by_name[profile.profile_name] + reconstructed = representative_reconstruction( + source_frame, + profile, + source_roi, + reconstruction_roi, + ) + displayed = reconstructed.copy() + cv2.rectangle( + displayed, + ( + reconstruction_roi[0], + reconstruction_roi[1], + ), + ( + reconstruction_roi[2] - 1, + reconstruction_roi[3] - 1, + ), + 255, + 2, + ) + + if result.mean_reconstructed_roi_psnr_db is None: + roi_psnr_text = "ROI отсутствует" + else: + roi_psnr_text = ( + "ROI PSNR=" + f"{result.mean_reconstructed_roi_psnr_db:.2f} dB" + ) + + axes_item.imshow( + displayed, + cmap="gray", + vmin=0, + vmax=255, + interpolation="nearest", + ) + axes_item.set_title( + f"{profile.profile_name}\n" + f"total={result.total_payload_bitrate_kbps:.2f} kbps, " + f"BASE={result.base_bitrate_kbps:.2f}, " + f"ROI={result.roi_bitrate_kbps:.2f}\n" + f"full PSNR=" + f"{result.mean_reconstructed_full_psnr_db:.2f} dB, " + f"{roi_psnr_text}", + fontsize=8, + ) + axes_item.axis("off") + + figure.suptitle( + "Lab027. Общий кадр и фиксированная область интереса", + fontsize=14, + ) + figure.tight_layout() + figure.savefig(CANDIDATE_IMAGE_PATH, dpi=160) + plt.close(figure) + + +def format_result_line(result: RoiResult) -> str: + """ + Формирует подробную строку одного результата для отчёта. + """ + + roi_jpeg_psnr = ( + f"{result.mean_roi_jpeg_psnr_db:.6f}" + if result.mean_roi_jpeg_psnr_db is not None + else "нет" + ) + reconstructed_roi_psnr = ( + f"{result.mean_reconstructed_roi_psnr_db:.6f}" + if result.mean_reconstructed_roi_psnr_db is not None + else "нет" + ) + + return ( + f"{result.profile_name}: " + f"BASE={result.base_width}x{result.base_height}, " + f"{result.base_fps:.3f} fps, Q{result.base_quality}, " + f"base_frames={result.selected_base_frames}, " + f"base={result.base_bitrate_kbps:.6f} kbit/s; " + f"ROI=" + f"{result.roi_width}x{result.roi_height}, " + f"{result.roi_fps:.3f} fps, Q{result.roi_quality}, " + f"roi_frames={result.selected_roi_frames}, " + f"roi={result.roi_bitrate_kbps:.6f} kbit/s; " + f"total={result.total_payload_bitrate_kbps:.6f} kbit/s, " + f"baseline_diff=" + f"{result.difference_from_baseline_kbps:.6f}, " + f"baseline_percent={result.percent_of_baseline:.3f}%, " + f"BASE_JPEG_PSNR=" + f"{result.mean_base_jpeg_psnr_db:.6f} dB, " + f"ROI_JPEG_PSNR={roi_jpeg_psnr} dB, " + f"full_reconstructed_PSNR=" + f"{result.mean_reconstructed_full_psnr_db:.6f} dB, " + f"ROI_reconstructed_PSNR=" + f"{reconstructed_roi_psnr} dB" + ) + + +def append_result_group( + lines: list[str], + heading: str, + results: list[RoiResult], +) -> None: + """ + Добавляет в отчёт группу результатов либо отметку об отсутствии. + """ + + lines.append(heading) + + if not results: + lines.append("Нет.") + else: + lines.extend(format_result_line(result) for result in results) + + lines.append("") + + +def write_report( + results: list[RoiResult], + source_width: int, + source_height: int, + source_fps: float, + source_frame_count: int, + source_duration_seconds: float, + source_file_size_bytes: int, +) -> None: + """ + Сохраняет подробный UTF-8 отчёт Lab027. + """ + + under_baseline = [ + result + for result in results + if result.total_payload_bitrate_kbps + <= BASELINE_BITRATE_KBPS + 1e-9 + ] + under_100 = [ + result + for result in results + if result.total_payload_bitrate_kbps <= 100.0 + ] + roi_under_100 = [ + result + for result in under_100 + if result.roi_enabled + ] + + maximum_roi_resolution = ( + max( + roi_under_100, + key=lambda item: ( + item.roi_width * item.roi_height, + item.mean_reconstructed_roi_psnr_db + if item.mean_reconstructed_roi_psnr_db is not None + else -math.inf, + ), + ) + if roi_under_100 + else None + ) + best_roi_psnr = ( + max( + roi_under_100, + key=lambda item: ( + item.mean_reconstructed_roi_psnr_db + if item.mean_reconstructed_roi_psnr_db is not None + else -math.inf + ), + ) + if roi_under_100 + else None + ) + best_full_psnr = ( + max( + under_100, + key=lambda item: ( + item.mean_reconstructed_full_psnr_db + ), + ) + if under_100 + else None + ) + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + + lines = [ + "Lab027. Многомасштабная передача изображения: " + "общий кадр и область интереса", + "", + "Цель: проверить совместную передачу общего кадра и " + "фиксированной ROI при payload около 80–100 кбит/с.", + f"Исходное видео: {SOURCE_VIDEO_PATH}", + f"Размер файла: {source_file_size_bytes} байт", + f"Исходное разрешение: {source_width}×{source_height}", + f"Исходный FPS: {source_fps:.6f}", + f"Число кадров: {source_frame_count}", + f"Длительность: {source_duration_seconds:.6f} с", + "", + "BASE: полный grayscale-кадр пониженного разрешения " + "с собственной частотой и JPEG quality.", + "ROI: фиксированная центральная нижняя область исходного " + "grayscale-кадра с независимыми разрешением, частотой " + "и JPEG quality.", + "Нормализованные координаты ROI: " + f"x={ROI_X_MIN:.2f}...{ROI_X_MAX:.2f}, " + f"y={ROI_Y_MIN:.2f}...{ROI_Y_MAX:.2f}.", + "Пиксельные координаты ROI исходного кадра: " + f"x={source_roi[0]}...{source_roi[2]}, " + f"y={source_roi[1]}...{source_roi[3]}.", + "", + "Контрольный профиль: 320×180 grayscale, 2 fps, " + "JPEG Q40.", + f"Контрольный baseline: {BASELINE_BITRATE_KBPS:.6f} " + "кбит/с.", + "", + "Результаты всех девяти профилей:", + ] + lines.extend(format_result_line(result) for result in results) + lines.append("") + + append_result_group( + lines, + "Профили до 80.283660 кбит/с:", + under_baseline, + ) + append_result_group( + lines, + "Профили до 100 кбит/с:", + under_100, + ) + append_result_group( + lines, + "Профиль с максимальным ROI-разрешением до 100 кбит/с:", + ( + [maximum_roi_resolution] + if maximum_roi_resolution is not None + else [] + ), + ) + append_result_group( + lines, + "Профиль с максимальным ROI PSNR до 100 кбит/с:", + [best_roi_psnr] if best_roi_psnr is not None else [], + ) + append_result_group( + lines, + "Профиль с максимальным full-frame PSNR " + "до 100 кбит/с:", + [best_full_psnr] if best_full_psnr is not None else [], + ) + + lines.append("Разделение битрейта BASE/ROI:") + for result in results: + lines.append( + f"{result.profile_name}: " + f"BASE={result.base_bitrate_kbps:.6f} кбит/с, " + f"ROI={result.roi_bitrate_kbps:.6f} кбит/с, " + f"total={result.total_payload_bitrate_kbps:.6f} " + "кбит/с." + ) + + lines.extend( + [ + "", + "Фиксированная ROI не гарантирует попадания препятствия " + "в область интереса.", + "PSNR не заменяет ручную оценку пригодности изображения.", + "Нельзя автоматически объявлять профиль безопасным " + "для управления ровером.", + "Радиопротокол, радиозаголовки, CRC, FEC, " + "фрагментация и повторные передачи не учтены.", + f"Сравнительное изображение: {CANDIDATE_IMAGE_PATH}", + "Следующий шаг: ручная оценка пользователем.", + "", + ] + ) + + REPORT_PATH.write_text( + "\n".join(lines), + encoding="utf-8", + ) + + +def validate_output_files() -> None: + """ + Проверяет наличие и ненулевой размер пяти результатов Lab027. + """ + + for path in EXPECTED_OUTPUT_PATHS: + if not path.exists(): + raise RuntimeError( + f"Не создан ожидаемый результат: {path}" + ) + + if path.stat().st_size <= 0: + raise RuntimeError( + f"Создан пустой результат: {path}" + ) + + +def main() -> None: + """ + Выполняет полный эксперимент Lab027. + """ + + print("Проверка исходного видео Lab027...") + ( + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + source_file_size_bytes, + ) = read_video_metadata(SOURCE_VIDEO_PATH) + + print(f" Путь: {SOURCE_VIDEO_PATH}") + print(f" Размер: {source_file_size_bytes} байт") + print( + f" Разрешение: {source_width}x{source_height}" + ) + print(f" FPS: {source_fps:.6f}") + print(f" Кадров: {source_frame_count}") + print(f" Длительность: {source_duration_seconds:.6f} с") + + profiles = build_profiles() + print(f"Профилей: {len(profiles)}") + + OUTPUT_DIRECTORY.mkdir( + parents=True, + exist_ok=True, + ) + + print("Обработка BASE и ROI...") + results = process_profiles( + source_path=SOURCE_VIDEO_PATH, + profiles=profiles, + source_width=source_width, + source_height=source_height, + source_fps=source_fps, + source_frame_count=source_frame_count, + source_duration_seconds=source_duration_seconds, + ) + + print("Сохранение CSV...") + save_csv(results) + print("Построение графика битрейта...") + save_bitrate_plot(results) + print("Построение графика качества...") + save_quality_plot(results) + print("Создание сравнительного изображения...") + save_candidate_image( + source_path=SOURCE_VIDEO_PATH, + profiles=profiles, + results=results, + source_width=source_width, + source_height=source_height, + source_frame_count=source_frame_count, + ) + print("Сохранение отчёта...") + write_report( + results=results, + source_width=source_width, + source_height=source_height, + source_fps=source_fps, + source_frame_count=source_frame_count, + source_duration_seconds=source_duration_seconds, + source_file_size_bytes=source_file_size_bytes, + ) + validate_output_files() + + print("") + print("Результаты:") + for result in results: + print( + f" {result.profile_name}: " + f"BASE={result.base_bitrate_kbps:.6f}, " + f"ROI={result.roi_bitrate_kbps:.6f}, " + f"total={result.total_payload_bitrate_kbps:.6f} " + "кбит/с, " + f"full PSNR=" + f"{result.mean_reconstructed_full_psnr_db:.6f} дБ, " + "ROI PSNR=" + + ( + f"{result.mean_reconstructed_roi_psnr_db:.6f} дБ" + if result.mean_reconstructed_roi_psnr_db + is not None + else "нет" + ) + ) + + print("") + for path in EXPECTED_OUTPUT_PATHS: + print(f" {path} ({path.stat().st_size} байт)") + + print("") + print("Lab027 завершена успешно.") + + +if __name__ == "__main__": + main() diff --git a/tests/lab027_roi_temporal_preview.py b/tests/lab027_roi_temporal_preview.py new file mode 100644 index 0000000..e2da871 --- /dev/null +++ b/tests/lab027_roi_temporal_preview.py @@ -0,0 +1,925 @@ +""" +Lab027. Динамическое превью временного обновления BASE и ROI. + +Скрипт не повторяет расчёт benchmark Lab027 и не изменяет его +результаты. Он создаёт одно игнорируемое Git preview-видео с четырьмя +фиксированными профилями. Для каждого профиля независимо удерживаются +последние декодированные JPEG-состояния BASE и ROI. + +Отдельные JPEG-файлы не сохраняются: кодирование и декодирование +выполняются только в памяти средствами OpenCV. +""" + +from __future__ import annotations + +from dataclasses import dataclass +from pathlib import Path + +import cv2 +import numpy as np + + +SOURCE_VIDEO_PATH = Path("data/raw/lab026_rover_source.mp4") + +PREVIEW_DIRECTORY = Path("data/raw/lab027_previews") +MP4_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027_roi_temporal_preview.mp4" +) +AVI_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027_roi_temporal_preview.avi" +) + +OUTPUT_FPS = 30.0 +PANEL_WIDTH = 640 +PANEL_HEIGHT = 360 +OUTPUT_WIDTH = PANEL_WIDTH * 2 +OUTPUT_HEIGHT = PANEL_HEIGHT * 2 + +ROI_X_MIN = 0.20 +ROI_X_MAX = 0.80 +ROI_Y_MIN = 0.42 +ROI_Y_MAX = 1.00 + +FRAME_TIME_EPSILON_SECONDS = 1e-9 +NEW_UPDATE_LABEL_SECONDS = 0.15 + + +@dataclass(frozen=True) +class PreviewProfile: + """ + Описывает один из четырёх фиксированных preview-профилей. + """ + + name: str + base_width: int + base_height: int + base_fps: float + base_quality: int + roi_enabled: bool + roi_width: int + roi_height: int + roi_fps: float + roi_quality: int + measured_payload_kbps: float + + +@dataclass +class ProfileState: + """ + Хранит независимое временное состояние BASE и ROI профиля. + """ + + latest_base: np.ndarray | None = None + latest_roi: np.ndarray | None = None + next_base_time: float = 0.0 + next_roi_time: float = 0.0 + last_base_update_time: float = 0.0 + last_roi_update_time: float = 0.0 + base_update_count: int = 0 + roi_update_count: int = 0 + + +def read_video_metadata( + source_path: Path, +) -> tuple[int, int, float, int, float]: + """ + Читает и проверяет параметры исходного видео. + """ + + if not source_path.exists(): + raise RuntimeError( + f"Исходный видеофайл отсутствует: {source_path}" + ) + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + finally: + capture.release() + + if width <= 0 or height <= 0: + raise RuntimeError( + "OpenCV вернул некорректное разрешение видео." + ) + + if fps <= 0.0: + raise RuntimeError("FPS исходного видео равен нулю.") + + if frame_count <= 0: + raise RuntimeError("Число кадров исходного видео равно нулю.") + + duration_seconds = frame_count / fps + + return width, height, fps, frame_count, duration_seconds + + +def build_profiles() -> list[PreviewProfile]: + """ + Создаёт ровно четыре согласованных preview-профиля. + """ + + profiles = [ + PreviewProfile( + name="baseline", + base_width=320, + base_height=180, + base_fps=2.0, + base_quality=40, + roi_enabled=False, + roi_width=0, + roi_height=0, + roi_fps=0.0, + roi_quality=0, + measured_payload_kbps=80.27, + ), + PreviewProfile( + name="ROI normal", + base_width=240, + base_height=135, + base_fps=1.0, + base_quality=25, + roi_enabled=True, + roi_width=320, + roi_height=180, + roi_fps=2.0, + roi_quality=35, + measured_payload_kbps=93.28, + ), + PreviewProfile( + name="ROI economy", + base_width=160, + base_height=90, + base_fps=1.0, + base_quality=25, + roi_enabled=True, + roi_width=320, + roi_height=180, + roi_fps=2.0, + roi_quality=35, + measured_payload_kbps=85.19, + ), + PreviewProfile( + name="ROI degraded channel", + base_width=240, + base_height=135, + base_fps=1.0, + base_quality=20, + roi_enabled=True, + roi_width=320, + roi_height=180, + roi_fps=1.0, + roi_quality=30, + measured_payload_kbps=50.49, + ), + ] + + if len(profiles) != 4: + raise RuntimeError( + "Preview Lab027 должно содержать ровно четыре профиля." + ) + + return profiles + + +def normalized_roi_to_pixels( + width: int, + height: int, +) -> tuple[int, int, int, int]: + """ + Переводит фиксированные нормализованные координаты ROI в пиксели. + + Результат задаёт полуоткрытый прямоугольник: + x_min, y_min, x_max, y_max. + """ + + if width <= 0 or height <= 0: + raise ValueError("Размер кадра должен быть положительным.") + + x_min = int(round(width * ROI_X_MIN)) + x_max = int(round(width * ROI_X_MAX)) + y_min = int(round(height * ROI_Y_MIN)) + y_max = int(round(height * ROI_Y_MAX)) + + x_min = min(max(x_min, 0), width - 1) + x_max = min(max(x_max, x_min + 1), width) + y_min = min(max(y_min, 0), height - 1) + y_max = min(max(y_max, y_min + 1), height) + + return x_min, y_min, x_max, y_max + + +def should_update( + current_time: float, + next_update_time: float, + epsilon_seconds: float = FRAME_TIME_EPSILON_SECONDS, +) -> bool: + """ + Проверяет наступление времени очередного обновления потока. + """ + + return ( + current_time + epsilon_seconds + >= next_update_time + ) + + +def encode_decode_grayscale_jpeg( + gray_frame: np.ndarray, + jpeg_quality: int, +) -> np.ndarray: + """ + Кодирует grayscale JPEG в памяти и декодирует его обратно. + """ + + if gray_frame.ndim != 2: + raise RuntimeError( + "JPEG preview должен получать grayscale-кадр." + ) + + encoding_ok, encoded = cv2.imencode( + ".jpg", + gray_frame, + [cv2.IMWRITE_JPEG_QUALITY, jpeg_quality], + ) + + if not encoding_ok or encoded is None or encoded.size == 0: + raise RuntimeError("OpenCV не смог закодировать JPEG.") + + decoded = cv2.imdecode( + encoded, + cv2.IMREAD_GRAYSCALE, + ) + + if decoded is None or decoded.shape != gray_frame.shape: + raise RuntimeError( + "Декодированный JPEG имеет некорректный размер." + ) + + return decoded + + +def encode_decode_base( + source_frame: np.ndarray, + profile: PreviewProfile, +) -> np.ndarray: + """ + Формирует очередное декодированное состояние BASE. + """ + + source_gray = cv2.cvtColor( + source_frame, + cv2.COLOR_BGR2GRAY, + ) + resized_base = cv2.resize( + source_gray, + (profile.base_width, profile.base_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_grayscale_jpeg( + resized_base, + profile.base_quality, + ) + + +def encode_decode_roi( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + profile: PreviewProfile, +) -> np.ndarray: + """ + Вырезает ROI исходного BGR-кадра и формирует JPEG-состояние. + """ + + if not profile.roi_enabled: + raise RuntimeError( + "Нельзя кодировать ROI для отключённого ROI-профиля." + ) + + x_min, y_min, x_max, y_max = source_roi + roi_bgr = source_frame[y_min:y_max, x_min:x_max] + + if roi_bgr.size == 0: + raise RuntimeError("Вырезана пустая область ROI.") + + roi_gray = cv2.cvtColor( + roi_bgr, + cv2.COLOR_BGR2GRAY, + ) + resized_roi = cv2.resize( + roi_gray, + (profile.roi_width, profile.roi_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_grayscale_jpeg( + resized_roi, + profile.roi_quality, + ) + + +def reconstruct_panel( + profile: PreviewProfile, + state: ProfileState, + panel_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Восстанавливает одну grayscale-панель размером 640x360. + """ + + if state.latest_base is None: + raise RuntimeError("BASE-состояние ещё не создано.") + + reconstructed = cv2.resize( + state.latest_base, + (PANEL_WIDTH, PANEL_HEIGHT), + interpolation=cv2.INTER_LINEAR, + ) + + if profile.roi_enabled: + if state.latest_roi is None: + raise RuntimeError("ROI-состояние ещё не создано.") + + x_min, y_min, x_max, y_max = panel_roi + resized_roi = cv2.resize( + state.latest_roi, + (x_max - x_min, y_max - y_min), + interpolation=cv2.INTER_LINEAR, + ) + reconstructed[y_min:y_max, x_min:x_max] = resized_roi + + return reconstructed + + +def draw_text_line( + image: np.ndarray, + text: str, + y_position: int, + text_color: tuple[int, int, int] = (255, 255, 255), +) -> None: + """ + Рисует одну ASCII-строку служебной информации OpenCV. + """ + + cv2.putText( + image, + text, + (10, y_position), + cv2.FONT_HERSHEY_SIMPLEX, + 0.46, + text_color, + 1, + cv2.LINE_AA, + ) + + +def draw_panel_information( + reconstructed_gray: np.ndarray, + profile: PreviewProfile, + state: ProfileState, + current_time: float, + panel_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Добавляет рамку ROI, параметры и индикаторы обновления панели. + """ + + panel = cv2.cvtColor( + reconstructed_gray, + cv2.COLOR_GRAY2BGR, + ) + + if profile.roi_enabled: + cv2.rectangle( + panel, + (panel_roi[0], panel_roi[1]), + (panel_roi[2] - 1, panel_roi[3] - 1), + (0, 255, 255), + 2, + ) + + overlay = panel.copy() + cv2.rectangle( + overlay, + (0, 0), + (PANEL_WIDTH - 1, 142), + (0, 0, 0), + thickness=-1, + ) + cv2.addWeighted( + overlay, + 0.72, + panel, + 0.28, + 0.0, + panel, + ) + + base_age = max( + 0.0, + current_time - state.last_base_update_time, + ) + roi_age = max( + 0.0, + current_time - state.last_roi_update_time, + ) + base_is_new = ( + base_age <= NEW_UPDATE_LABEL_SECONDS + ) + roi_is_new = ( + profile.roi_enabled + and roi_age <= NEW_UPDATE_LABEL_SECONDS + ) + + draw_text_line(panel, profile.name, 20) + draw_text_line( + panel, + ( + f"BASE: {profile.base_width}x{profile.base_height}, " + f"{profile.base_fps:g} fps, Q{profile.base_quality}" + ), + 41, + ) + + if profile.roi_enabled: + roi_text = ( + f"ROI: {profile.roi_width}x{profile.roi_height}, " + f"{profile.roi_fps:g} fps, Q{profile.roi_quality}" + ) + roi_age_text = f"{roi_age:.3f} s" + else: + roi_text = "ROI: disabled" + roi_age_text = "disabled" + + draw_text_line(panel, roi_text, 62) + draw_text_line( + panel, + ( + f"payload={profile.measured_payload_kbps:.2f} kbps, " + f"source time={current_time:.3f} s" + ), + 83, + ) + draw_text_line( + panel, + ( + f"since BASE={base_age:.3f} s, " + f"since ROI={roi_age_text}" + ), + 104, + ) + + update_labels: list[str] = [] + + if base_is_new: + update_labels.append("NEW BASE") + + if roi_is_new: + update_labels.append("NEW ROI") + + if update_labels: + draw_text_line( + panel, + " | ".join(update_labels), + 130, + text_color=(0, 255, 0), + ) + + return panel + + +def compose_grid(panels: list[np.ndarray]) -> np.ndarray: + """ + Объединяет четыре панели в сетку 2x2 размером 1280x720. + """ + + if len(panels) != 4: + raise RuntimeError( + "Для сетки preview требуется ровно четыре панели." + ) + + for panel in panels: + if panel.shape != (PANEL_HEIGHT, PANEL_WIDTH, 3): + raise RuntimeError( + f"Некорректный размер панели: {panel.shape}" + ) + + top_row = np.hstack((panels[0], panels[1])) + bottom_row = np.hstack((panels[2], panels[3])) + grid = np.vstack((top_row, bottom_row)) + + if grid.shape != (OUTPUT_HEIGHT, OUTPUT_WIDTH, 3): + raise RuntimeError( + f"Некорректный размер сетки: {grid.shape}" + ) + + return grid + + +def open_preview_writer() -> tuple[cv2.VideoWriter, Path, bool]: + """ + Открывает MP4 writer либо разрешённый fallback AVI/MJPG. + """ + + mp4_writer = cv2.VideoWriter( + str(MP4_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"mp4v"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + True, + ) + + if mp4_writer.isOpened(): + return mp4_writer, MP4_PREVIEW_PATH, False + + mp4_writer.release() + + if MP4_PREVIEW_PATH.exists(): + MP4_PREVIEW_PATH.unlink() + + avi_writer = cv2.VideoWriter( + str(AVI_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"MJPG"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + True, + ) + + if not avi_writer.isOpened(): + avi_writer.release() + + if AVI_PREVIEW_PATH.exists(): + AVI_PREVIEW_PATH.unlink() + + raise RuntimeError( + "OpenCV не смог открыть ни MP4, ни AVI writer." + ) + + return avi_writer, AVI_PREVIEW_PATH, True + + +def create_preview( + source_path: Path, + profiles: list[PreviewProfile], + source_width: int, + source_height: int, + source_fps: float, + expected_frame_count: int, +) -> tuple[Path, bool, int, list[ProfileState]]: + """ + Создаёт preview-видео с одним выходным кадром на исходный кадр. + """ + + if len(profiles) != 4: + raise RuntimeError( + "Ожидалось ровно четыре preview-профиля." + ) + + PREVIEW_DIRECTORY.mkdir( + parents=True, + exist_ok=True, + ) + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + writer, preview_path, fallback_used = open_preview_writer() + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + panel_roi = normalized_roi_to_pixels( + PANEL_WIDTH, + PANEL_HEIGHT, + ) + states = [ + ProfileState() + for _ in profiles + ] + frame_index = 0 + + try: + while True: + frame_read, source_frame = capture.read() + + if not frame_read: + break + + if source_frame is None: + raise RuntimeError( + f"Получен пустой кадр {frame_index}." + ) + + if ( + source_frame.shape[1] != source_width + or source_frame.shape[0] != source_height + ): + raise RuntimeError( + "Размер кадра отличается от метаданных." + ) + + current_time = frame_index / source_fps + panels: list[np.ndarray] = [] + + for profile, state in zip(profiles, states): + if should_update( + current_time, + state.next_base_time, + ): + state.latest_base = encode_decode_base( + source_frame, + profile, + ) + state.last_base_update_time = current_time + state.next_base_time += 1.0 / profile.base_fps + state.base_update_count += 1 + + if ( + profile.roi_enabled + and should_update( + current_time, + state.next_roi_time, + ) + ): + state.latest_roi = encode_decode_roi( + source_frame, + source_roi, + profile, + ) + state.last_roi_update_time = current_time + state.next_roi_time += 1.0 / profile.roi_fps + state.roi_update_count += 1 + + reconstructed = reconstruct_panel( + profile, + state, + panel_roi, + ) + panels.append( + draw_panel_information( + reconstructed, + profile, + state, + current_time, + panel_roi, + ) + ) + + writer.write(compose_grid(panels)) + frame_index += 1 + + if ( + frame_index % 100 == 0 + or frame_index == expected_frame_count + ): + print( + f" Written frames: " + f"{frame_index}/{expected_frame_count}" + ) + except Exception: + capture.release() + writer.release() + + if preview_path.exists(): + preview_path.unlink() + + raise + finally: + capture.release() + writer.release() + + if frame_index != expected_frame_count: + if preview_path.exists(): + preview_path.unlink() + + raise RuntimeError( + "Число записанных кадров не совпало с исходным: " + f"{frame_index} != {expected_frame_count}." + ) + + return ( + preview_path, + fallback_used, + frame_index, + states, + ) + + +def read_frame_at( + capture: cv2.VideoCapture, + frame_index: int, +) -> tuple[bool, tuple[int, ...] | None]: + """ + Читает один кадр preview по индексу для итоговой проверки. + """ + + capture.set( + cv2.CAP_PROP_POS_FRAMES, + frame_index, + ) + frame_read, frame = capture.read() + + if not frame_read or frame is None: + return False, None + + return True, frame.shape + + +def verify_preview( + preview_path: Path, + source_frame_count: int, + source_duration_seconds: float, +) -> tuple[ + int, + int, + float, + int, + float, + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], +]: + """ + Проверяет контейнер, геометрию, FPS, длительность и три кадра. + """ + + if not preview_path.exists(): + raise RuntimeError( + f"Preview отсутствует: {preview_path}" + ) + + if preview_path.stat().st_size <= 0: + raise RuntimeError("Preview имеет нулевой размер.") + + capture = cv2.VideoCapture(str(preview_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть preview: {preview_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + + if fps <= 0.0: + raise RuntimeError("FPS preview равен нулю.") + + duration_seconds = frame_count / fps + first_frame = read_frame_at(capture, 0) + middle_frame = read_frame_at( + capture, + frame_count // 2, + ) + last_frame = read_frame_at( + capture, + frame_count - 1, + ) + finally: + capture.release() + + if width != OUTPUT_WIDTH or height != OUTPUT_HEIGHT: + raise RuntimeError( + f"Некорректное разрешение preview: {width}x{height}." + ) + + if frame_count != source_frame_count: + raise RuntimeError( + "Число кадров preview не совпало с исходным." + ) + + allowed_duration_difference = ( + 1.0 / fps + FRAME_TIME_EPSILON_SECONDS + ) + + if ( + abs(duration_seconds - source_duration_seconds) + > allowed_duration_difference + ): + raise RuntimeError( + "Длительность preview отличается более чем на один кадр." + ) + + for label, frame_result in [ + ("первый", first_frame), + ("средний", middle_frame), + ("последний", last_frame), + ]: + if not frame_result[0]: + raise RuntimeError( + f"Не удалось прочитать {label} кадр preview." + ) + + return ( + width, + height, + fps, + frame_count, + duration_seconds, + first_frame, + middle_frame, + last_frame, + ) + + +def main() -> None: + """ + Создаёт и проверяет динамическое preview Lab027. + """ + + print("Reading source video metadata...") + ( + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + ) = read_video_metadata(SOURCE_VIDEO_PATH) + + print(f" Source: {SOURCE_VIDEO_PATH}") + print(f" Resolution: {source_width}x{source_height}") + print(f" FPS: {source_fps:.6f}") + print(f" Frames: {source_frame_count}") + print(f" Duration: {source_duration_seconds:.6f} s") + + profiles = build_profiles() + print("Creating dynamic preview...") + ( + preview_path, + fallback_used, + written_frame_count, + states, + ) = create_preview( + source_path=SOURCE_VIDEO_PATH, + profiles=profiles, + source_width=source_width, + source_height=source_height, + source_fps=source_fps, + expected_frame_count=source_frame_count, + ) + + print("Verifying preview...") + ( + preview_width, + preview_height, + preview_fps, + preview_frame_count, + preview_duration_seconds, + first_frame, + middle_frame, + last_frame, + ) = verify_preview( + preview_path, + source_frame_count, + source_duration_seconds, + ) + + print("") + print(f"Preview path: {preview_path}") + print(f"Fallback used: {fallback_used}") + print(f"File size: {preview_path.stat().st_size} bytes") + print( + f"Preview resolution: " + f"{preview_width}x{preview_height}" + ) + print(f"Preview FPS: {preview_fps:.6f}") + print(f"Written frames: {written_frame_count}") + print(f"Verified frames: {preview_frame_count}") + print( + f"Preview duration: " + f"{preview_duration_seconds:.6f} s" + ) + print(f"First frame: {first_frame}") + print(f"Middle frame: {middle_frame}") + print(f"Last frame: {last_frame}") + print("") + print("Profile update counts:") + + for profile, state in zip(profiles, states): + print( + f" {profile.name}: " + f"BASE={state.base_update_count}, " + f"ROI={state.roi_update_count}" + ) + + print("") + print("Lab027 temporal preview completed successfully.") + + +if __name__ == "__main__": + main() diff --git a/tests/lab027c_synchronous_roi_preview.py b/tests/lab027c_synchronous_roi_preview.py new file mode 100644 index 0000000..4dfbf4d --- /dev/null +++ b/tests/lab027c_synchronous_roi_preview.py @@ -0,0 +1,1941 @@ +""" +Lab027C. Динамическое сравнение асинхронного и синхронного BASE + ROI. + +Мини-лабораторная выполняет два детерминированных прохода по одному +исходному видео: + +1. Первый проход измеряет размеры JPEG BASE и ROI для четырёх + фиксированных профилей. +2. Второй проход повторяет расписание, проверяет совпадение размеров + JPEG и создаёт preview с окончательными измеренными битрейтами. + +Асинхронный профиль хранит отдельные состояния BASE и ROI. В трёх +синхронных профилях обе части формируются из одного исходного кадра и +атомарно заменяют отображаемый составной кадр. + +JPEG кодируются и декодируются только в памяти. Скрипт не изменяет +существующие лабораторные и их результаты. +""" + +from __future__ import annotations + +import csv +from dataclasses import dataclass +from pathlib import Path + +import cv2 +import numpy as np + + +SOURCE_VIDEO_PATH = Path("data/raw/lab026_rover_source.mp4") + +OUTPUT_DIRECTORY = Path("data/processed/lab027c") +CSV_PATH = OUTPUT_DIRECTORY / "lab027c_preview_profiles.csv" +REPORT_PATH = OUTPUT_DIRECTORY / "lab027c_preview_report.txt" + +PREVIEW_DIRECTORY = Path("data/raw/lab027c_previews") +MP4_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027c_synchronous_roi_preview.mp4" +) +AVI_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027c_synchronous_roi_preview.avi" +) + +UPDATE_MODE_ASYNCHRONOUS = "asynchronous" +UPDATE_MODE_SYNCHRONOUS = "synchronous" + +OUTPUT_FPS = 30.0 +PANEL_WIDTH = 640 +PANEL_HEIGHT = 360 +OUTPUT_WIDTH = PANEL_WIDTH * 2 +OUTPUT_HEIGHT = PANEL_HEIGHT * 2 + +ROI_X_MIN = 0.20 +ROI_X_MAX = 0.80 +ROI_Y_MIN = 0.42 +ROI_Y_MAX = 1.00 + +FRAME_TIME_EPSILON_SECONDS = 1e-9 +NEW_LABEL_DURATION_SECONDS = 0.15 +SYNCHRONOUS_PERIOD_SECONDS = 0.5 +NOT_APPLICABLE = "N/A" + +CSV_FIELD_NAMES = [ + "profile_name", + "update_mode", + "base_width", + "base_height", + "base_fps", + "base_quality", + "roi_width", + "roi_height", + "roi_fps", + "roi_quality", + "source_duration_s", + "selected_base_frames", + "selected_roi_frames", + "synchronized_composite_frames", + "total_base_bytes", + "total_roi_bytes", + "total_payload_bytes", + "mean_base_frame_bytes", + "mean_roi_frame_bytes", + "mean_composite_frame_bytes", + "p95_composite_frame_bytes", + "max_composite_frame_bytes", + "base_bitrate_kbps", + "roi_bitrate_kbps", + "total_payload_bitrate_kbps", + "timestamp_mismatch_count", + "frame_id_mismatch_count", +] + + +@dataclass(frozen=True) +class PreviewProfile: + """ + Описывает один из четырёх фиксированных профилей Lab027C. + """ + + profile_name: str + update_mode: str + base_width: int + base_height: int + base_fps: float + base_quality: int + roi_width: int + roi_height: int + roi_fps: float + roi_quality: int + + +@dataclass +class AsyncState: + """ + Хранит независимые временные состояния асинхронных BASE и ROI. + """ + + latest_base: np.ndarray | None = None + latest_roi: np.ndarray | None = None + next_base_time: float = 0.0 + next_roi_time: float = 0.0 + last_base_update_time: float = 0.0 + last_roi_update_time: float = 0.0 + base_frame_id: int = -1 + roi_frame_id: int = -1 + base_source_frame_index: int = -1 + roi_source_frame_index: int = -1 + base_timestamp: float = 0.0 + roi_timestamp: float = 0.0 + base_update_count: int = 0 + roi_update_count: int = 0 + + +@dataclass +class SyncState: + """ + Хранит единое атомарное состояние синхронного составного кадра. + """ + + latest_base: np.ndarray | None = None + latest_roi: np.ndarray | None = None + next_composite_time: float = 0.0 + last_composite_update_time: float = 0.0 + composite_frame_id: int = -1 + source_frame_index: int = -1 + timestamp: float = 0.0 + base_update_count: int = 0 + roi_update_count: int = 0 + synchronized_update_count: int = 0 + timestamp_mismatch_count: int = 0 + frame_id_mismatch_count: int = 0 + + +@dataclass(frozen=True) +class ProfileStatistics: + """ + Хранит полные измеренные параметры одного preview-профиля. + """ + + profile_name: str + update_mode: str + base_width: int + base_height: int + base_fps: float + base_quality: int + roi_width: int + roi_height: int + roi_fps: float + roi_quality: int + source_duration_s: float + selected_base_frames: int + selected_roi_frames: int + synchronized_composite_frames: int | None + total_base_bytes: int + total_roi_bytes: int + total_payload_bytes: int + mean_base_frame_bytes: float + mean_roi_frame_bytes: float + mean_composite_frame_bytes: float + p95_composite_frame_bytes: float + max_composite_frame_bytes: int + base_bitrate_kbps: float + roi_bitrate_kbps: float + total_payload_bitrate_kbps: float + timestamp_mismatch_count: int | None + frame_id_mismatch_count: int | None + + +Measurements = dict[str, dict[str, list[int]]] +ProfileState = AsyncState | SyncState + + +def read_video_metadata( + source_path: Path, +) -> tuple[int, int, float, int, float, int]: + """ + Читает и проверяет параметры исходного видео. + """ + + if not source_path.exists(): + raise RuntimeError( + f"Исходный видеофайл отсутствует: {source_path}" + ) + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + finally: + capture.release() + + if width <= 0 or height <= 0: + raise RuntimeError( + "OpenCV вернул некорректное разрешение видео." + ) + + if fps <= 0.0: + raise RuntimeError("FPS исходного видео равен нулю.") + + if frame_count <= 0: + raise RuntimeError("Число кадров исходного видео равно нулю.") + + duration_seconds = frame_count / fps + file_size_bytes = source_path.stat().st_size + + if duration_seconds <= 0.0 or file_size_bytes <= 0: + raise RuntimeError( + "Длительность или размер исходного видео некорректны." + ) + + return ( + width, + height, + fps, + frame_count, + duration_seconds, + file_size_bytes, + ) + + +def build_profiles() -> list[PreviewProfile]: + """ + Создаёт ровно четыре согласованных профиля Lab027C. + """ + + profiles = [ + PreviewProfile( + profile_name="async_reference", + update_mode=UPDATE_MODE_ASYNCHRONOUS, + base_width=240, + base_height=135, + base_fps=1.0, + base_quality=25, + roi_width=320, + roi_height=180, + roi_fps=2.0, + roi_quality=35, + ), + PreviewProfile( + profile_name="sync_base160_q25_roi320_q35", + update_mode=UPDATE_MODE_SYNCHRONOUS, + base_width=160, + base_height=90, + base_fps=2.0, + base_quality=25, + roi_width=320, + roi_height=180, + roi_fps=2.0, + roi_quality=35, + ), + PreviewProfile( + profile_name="sync_base240_q20_roi320_q30", + update_mode=UPDATE_MODE_SYNCHRONOUS, + base_width=240, + base_height=135, + base_fps=2.0, + base_quality=20, + roi_width=320, + roi_height=180, + roi_fps=2.0, + roi_quality=30, + ), + PreviewProfile( + profile_name="sync_base240_q25_roi320_q35", + update_mode=UPDATE_MODE_SYNCHRONOUS, + base_width=240, + base_height=135, + base_fps=2.0, + base_quality=25, + roi_width=320, + roi_height=180, + roi_fps=2.0, + roi_quality=35, + ), + ] + + if len(profiles) != 4: + raise RuntimeError( + "Lab027C должна содержать ровно четыре профиля." + ) + + if len({profile.profile_name for profile in profiles}) != 4: + raise RuntimeError("Имена профилей Lab027C не уникальны.") + + return profiles + + +def normalized_roi_to_pixels( + width: int, + height: int, +) -> tuple[int, int, int, int]: + """ + Переводит нормализованные координаты ROI Lab027 в пиксели. + """ + + if width <= 0 or height <= 0: + raise ValueError("Размер кадра должен быть положительным.") + + x_min = int(round(width * ROI_X_MIN)) + x_max = int(round(width * ROI_X_MAX)) + y_min = int(round(height * ROI_Y_MIN)) + y_max = int(round(height * ROI_Y_MAX)) + + x_min = min(max(x_min, 0), width - 1) + x_max = min(max(x_max, x_min + 1), width) + y_min = min(max(y_min, 0), height - 1) + y_max = min(max(y_max, y_min + 1), height) + + return x_min, y_min, x_max, y_max + + +def should_update( + current_time: float, + next_update_time: float, +) -> bool: + """ + Проверяет наступление времени очередного обновления. + """ + + return ( + current_time + FRAME_TIME_EPSILON_SECONDS + >= next_update_time + ) + + +def encode_decode_jpeg( + gray_frame: np.ndarray, + jpeg_quality: int, +) -> tuple[int, np.ndarray]: + """ + Кодирует grayscale JPEG в памяти и декодирует его обратно. + """ + + if gray_frame.ndim != 2: + raise RuntimeError( + "JPEG Lab027C должен получать grayscale-кадр." + ) + + encoding_ok, encoded = cv2.imencode( + ".jpg", + gray_frame, + [cv2.IMWRITE_JPEG_QUALITY, jpeg_quality], + ) + + if not encoding_ok or encoded is None or encoded.size == 0: + raise RuntimeError("OpenCV не смог закодировать JPEG.") + + decoded = cv2.imdecode( + encoded, + cv2.IMREAD_GRAYSCALE, + ) + + if decoded is None or decoded.shape != gray_frame.shape: + raise RuntimeError( + "Декодированный JPEG имеет некорректный размер." + ) + + return int(encoded.size), decoded + + +def encode_base( + source_frame: np.ndarray, + profile: PreviewProfile, +) -> tuple[int, np.ndarray]: + """ + Формирует JPEG BASE из текущего исходного кадра. + """ + + source_gray = cv2.cvtColor( + source_frame, + cv2.COLOR_BGR2GRAY, + ) + resized = cv2.resize( + source_gray, + (profile.base_width, profile.base_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_jpeg( + resized, + profile.base_quality, + ) + + +def encode_roi( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + profile: PreviewProfile, +) -> tuple[int, np.ndarray]: + """ + Формирует JPEG ROI из того же текущего исходного кадра. + """ + + x_min, y_min, x_max, y_max = source_roi + roi_bgr = source_frame[y_min:y_max, x_min:x_max] + + if roi_bgr.size == 0: + raise RuntimeError("Вырезана пустая ROI.") + + roi_gray = cv2.cvtColor( + roi_bgr, + cv2.COLOR_BGR2GRAY, + ) + resized = cv2.resize( + roi_gray, + (profile.roi_width, profile.roi_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_jpeg( + resized, + profile.roi_quality, + ) + + +def create_measurements( + profiles: list[PreviewProfile], +) -> Measurements: + """ + Создаёт пустые списки размеров для одного прохода. + """ + + return { + profile.profile_name: { + "base": [], + "roi": [], + "composite": [], + } + for profile in profiles + } + + +def create_states( + profiles: list[PreviewProfile], +) -> list[ProfileState]: + """ + Создаёт чистые временные состояния всех профилей. + """ + + states: list[ProfileState] = [] + + for profile in profiles: + if profile.update_mode == UPDATE_MODE_ASYNCHRONOUS: + states.append(AsyncState()) + elif profile.update_mode == UPDATE_MODE_SYNCHRONOUS: + states.append(SyncState()) + else: + raise RuntimeError( + f"Неизвестный режим: {profile.update_mode}" + ) + + return states + + +def update_async_state( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + source_frame_index: int, + current_time: float, + profile: PreviewProfile, + state: AsyncState, + measurements: dict[str, list[int]], +) -> tuple[bool, bool]: + """ + Независимо обновляет BASE и ROI асинхронного reference. + """ + + base_updated = False + roi_updated = False + event_payload_bytes = 0 + + if should_update(current_time, state.next_base_time): + base_size, decoded_base = encode_base( + source_frame, + profile, + ) + state.latest_base = decoded_base + state.base_frame_id += 1 + state.base_source_frame_index = source_frame_index + state.base_timestamp = current_time + state.last_base_update_time = current_time + state.next_base_time += 1.0 / profile.base_fps + state.base_update_count += 1 + measurements["base"].append(base_size) + event_payload_bytes += base_size + base_updated = True + + if should_update(current_time, state.next_roi_time): + roi_size, decoded_roi = encode_roi( + source_frame, + source_roi, + profile, + ) + state.latest_roi = decoded_roi + state.roi_frame_id += 1 + state.roi_source_frame_index = source_frame_index + state.roi_timestamp = current_time + state.last_roi_update_time = current_time + state.next_roi_time += 1.0 / profile.roi_fps + state.roi_update_count += 1 + measurements["roi"].append(roi_size) + event_payload_bytes += roi_size + roi_updated = True + + if event_payload_bytes > 0: + measurements["composite"].append(event_payload_bytes) + + return base_updated, roi_updated + + +def update_sync_state( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + source_frame_index: int, + current_time: float, + profile: PreviewProfile, + state: SyncState, + measurements: dict[str, list[int]], +) -> bool: + """ + Атомарно обновляет обе части синхронного составного кадра. + """ + + if not should_update( + current_time, + state.next_composite_time, + ): + return False + + next_composite_id = state.composite_frame_id + 1 + + # Метаданные обеих частей назначаются до кодирования из одного + # и того же исходного кадра. + base_source_frame_index = source_frame_index + roi_source_frame_index = source_frame_index + base_timestamp = current_time + roi_timestamp = current_time + base_composite_id = next_composite_id + roi_composite_id = next_composite_id + + base_size, decoded_base = encode_base( + source_frame, + profile, + ) + roi_size, decoded_roi = encode_roi( + source_frame, + source_roi, + profile, + ) + + if base_timestamp != roi_timestamp: + state.timestamp_mismatch_count += 1 + + if ( + base_source_frame_index != roi_source_frame_index + or base_composite_id != roi_composite_id + ): + state.frame_id_mismatch_count += 1 + + # Отображаемое состояние заменяется только после готовности + # обоих декодированных JPEG. + state.latest_base = decoded_base + state.latest_roi = decoded_roi + state.composite_frame_id = next_composite_id + state.source_frame_index = source_frame_index + state.timestamp = current_time + state.last_composite_update_time = current_time + state.next_composite_time += SYNCHRONOUS_PERIOD_SECONDS + state.base_update_count += 1 + state.roi_update_count += 1 + state.synchronized_update_count += 1 + + measurements["base"].append(base_size) + measurements["roi"].append(roi_size) + measurements["composite"].append(base_size + roi_size) + + return True + + +def process_first_pass( + source_path: Path, + profiles: list[PreviewProfile], + source_width: int, + source_height: int, + source_fps: float, + expected_frame_count: int, +) -> tuple[Measurements, list[ProfileState]]: + """ + Измеряет размеры JPEG без создания preview-видео. + """ + + measurements = create_measurements(profiles) + states = create_states(profiles) + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + frame_index = 0 + + try: + while True: + frame_read, source_frame = capture.read() + + if not frame_read: + break + + if source_frame is None: + raise RuntimeError( + f"Получен пустой кадр {frame_index}." + ) + + if ( + source_frame.shape[1] != source_width + or source_frame.shape[0] != source_height + ): + raise RuntimeError( + "Размер кадра отличается от метаданных." + ) + + current_time = frame_index / source_fps + + for profile, state in zip(profiles, states): + profile_measurements = measurements[ + profile.profile_name + ] + + if isinstance(state, AsyncState): + update_async_state( + source_frame, + source_roi, + frame_index, + current_time, + profile, + state, + profile_measurements, + ) + else: + update_sync_state( + source_frame, + source_roi, + frame_index, + current_time, + profile, + state, + profile_measurements, + ) + + frame_index += 1 + + if ( + frame_index % 100 == 0 + or frame_index == expected_frame_count + ): + print( + f" First pass frames: " + f"{frame_index}/{expected_frame_count}" + ) + finally: + capture.release() + + if frame_index != expected_frame_count: + raise RuntimeError( + "Первый проход прочитал некорректное число кадров." + ) + + return measurements, states + + +def calculate_statistics( + profiles: list[PreviewProfile], + measurements: Measurements, + states: list[ProfileState], + source_duration_seconds: float, +) -> list[ProfileStatistics]: + """ + Рассчитывает итоговые фактические битрейты и размеры обновлений. + """ + + statistics: list[ProfileStatistics] = [] + + for profile, state in zip(profiles, states): + profile_measurements = measurements[ + profile.profile_name + ] + base_sizes = profile_measurements["base"] + roi_sizes = profile_measurements["roi"] + composite_sizes = profile_measurements["composite"] + + if not base_sizes or not roi_sizes or not composite_sizes: + raise RuntimeError( + f"Пустые измерения: {profile.profile_name}" + ) + + total_base_bytes = int(sum(base_sizes)) + total_roi_bytes = int(sum(roi_sizes)) + total_payload_bytes = ( + total_base_bytes + total_roi_bytes + ) + base_bitrate_kbps = ( + total_base_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + roi_bitrate_kbps = ( + total_roi_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + total_payload_bitrate_kbps = ( + total_payload_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + + if not np.isclose( + total_payload_bitrate_kbps, + base_bitrate_kbps + roi_bitrate_kbps, + rtol=0.0, + atol=1e-12, + ): + raise RuntimeError( + "Суммарный битрейт не равен BASE + ROI." + ) + + if isinstance(state, AsyncState): + synchronized_frames = None + timestamp_mismatch_count = None + frame_id_mismatch_count = None + else: + synchronized_frames = ( + state.synchronized_update_count + ) + timestamp_mismatch_count = ( + state.timestamp_mismatch_count + ) + frame_id_mismatch_count = ( + state.frame_id_mismatch_count + ) + + if ( + len(base_sizes) != len(roi_sizes) + or len(base_sizes) != synchronized_frames + ): + raise RuntimeError( + "Число синхронных обновлений не совпало." + ) + + if ( + timestamp_mismatch_count != 0 + or frame_id_mismatch_count != 0 + ): + raise RuntimeError( + "Обнаружено рассогласование sync-профиля." + ) + + composite_array = np.asarray( + composite_sizes, + dtype=np.float64, + ) + + statistics.append( + ProfileStatistics( + profile_name=profile.profile_name, + update_mode=profile.update_mode, + base_width=profile.base_width, + base_height=profile.base_height, + base_fps=profile.base_fps, + base_quality=profile.base_quality, + roi_width=profile.roi_width, + roi_height=profile.roi_height, + roi_fps=profile.roi_fps, + roi_quality=profile.roi_quality, + source_duration_s=source_duration_seconds, + selected_base_frames=len(base_sizes), + selected_roi_frames=len(roi_sizes), + synchronized_composite_frames=( + synchronized_frames + ), + total_base_bytes=total_base_bytes, + total_roi_bytes=total_roi_bytes, + total_payload_bytes=total_payload_bytes, + mean_base_frame_bytes=float( + np.mean( + np.asarray( + base_sizes, + dtype=np.float64, + ) + ) + ), + mean_roi_frame_bytes=float( + np.mean( + np.asarray( + roi_sizes, + dtype=np.float64, + ) + ) + ), + mean_composite_frame_bytes=float( + np.mean(composite_array) + ), + p95_composite_frame_bytes=float( + np.percentile(composite_array, 95) + ), + max_composite_frame_bytes=int( + np.max(composite_array) + ), + base_bitrate_kbps=base_bitrate_kbps, + roi_bitrate_kbps=roi_bitrate_kbps, + total_payload_bitrate_kbps=( + total_payload_bitrate_kbps + ), + timestamp_mismatch_count=( + timestamp_mismatch_count + ), + frame_id_mismatch_count=( + frame_id_mismatch_count + ), + ) + ) + + if len(statistics) != 4: + raise RuntimeError( + "Создано не четыре результата Lab027C." + ) + + return statistics + + +def reconstruct_panel( + latest_base: np.ndarray | None, + latest_roi: np.ndarray | None, + panel_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Восстанавливает составную grayscale-панель размером 640x360. + """ + + if latest_base is None or latest_roi is None: + raise RuntimeError( + "BASE или ROI ещё не инициализированы." + ) + + reconstructed = cv2.resize( + latest_base, + (PANEL_WIDTH, PANEL_HEIGHT), + interpolation=cv2.INTER_LINEAR, + ) + x_min, y_min, x_max, y_max = panel_roi + resized_roi = cv2.resize( + latest_roi, + (x_max - x_min, y_max - y_min), + interpolation=cv2.INTER_LINEAR, + ) + reconstructed[y_min:y_max, x_min:x_max] = resized_roi + + return reconstructed + + +def draw_text_line( + image: np.ndarray, + text: str, + y_position: int, + color: tuple[int, int, int] = (255, 255, 255), +) -> None: + """ + Рисует одну ASCII-строку служебной информации. + """ + + cv2.putText( + image, + text, + (9, y_position), + cv2.FONT_HERSHEY_SIMPLEX, + 0.41, + color, + 1, + cv2.LINE_AA, + ) + + +def prepare_panel_background( + reconstructed_gray: np.ndarray, + panel_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Преобразует панель в BGR, рисует ROI и фон подписей. + """ + + panel = cv2.cvtColor( + reconstructed_gray, + cv2.COLOR_GRAY2BGR, + ) + cv2.rectangle( + panel, + (panel_roi[0], panel_roi[1]), + (panel_roi[2] - 1, panel_roi[3] - 1), + (0, 255, 255), + 2, + ) + + overlay = panel.copy() + cv2.rectangle( + overlay, + (0, 0), + (PANEL_WIDTH - 1, 158), + (0, 0, 0), + thickness=-1, + ) + cv2.addWeighted( + overlay, + 0.74, + panel, + 0.26, + 0.0, + panel, + ) + + return panel + + +def draw_async_information( + reconstructed_gray: np.ndarray, + profile: PreviewProfile, + statistics: ProfileStatistics, + state: AsyncState, + current_time: float, + panel_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Добавляет отдельные ID, source frame и возраст BASE/ROI. + """ + + panel = prepare_panel_background( + reconstructed_gray, + panel_roi, + ) + base_age = max( + 0.0, + current_time - state.last_base_update_time, + ) + roi_age = max( + 0.0, + current_time - state.last_roi_update_time, + ) + + draw_text_line( + panel, + "ASYNCHRONOUS | async_reference", + 18, + ) + draw_text_line( + panel, + ( + f"BASE {profile.base_width}x{profile.base_height} " + f"{profile.base_fps:g}fps Q{profile.base_quality}" + ), + 37, + ) + draw_text_line( + panel, + ( + f"ROI {profile.roi_width}x{profile.roi_height} " + f"{profile.roi_fps:g}fps Q{profile.roi_quality}" + ), + 56, + ) + draw_text_line( + panel, + ( + f"payload={statistics.total_payload_bitrate_kbps:.3f} " + f"kbps | video t={current_time:.3f}s" + ), + 75, + ) + draw_text_line( + panel, + ( + f"BASE ID={state.base_frame_id} " + f"src={state.base_source_frame_index} " + f"age={base_age:.3f}s" + ), + 94, + ) + draw_text_line( + panel, + ( + f"ROI ID={state.roi_frame_id} " + f"src={state.roi_source_frame_index} " + f"age={roi_age:.3f}s" + ), + 113, + ) + + update_labels: list[str] = [] + + if base_age <= NEW_LABEL_DURATION_SECONDS: + update_labels.append("NEW BASE") + + if roi_age <= NEW_LABEL_DURATION_SECONDS: + update_labels.append("NEW ROI") + + if update_labels: + draw_text_line( + panel, + " | ".join(update_labels), + 137, + color=(0, 255, 0), + ) + + return panel + + +def draw_sync_information( + reconstructed_gray: np.ndarray, + profile: PreviewProfile, + statistics: ProfileStatistics, + state: SyncState, + current_time: float, + panel_roi: tuple[int, int, int, int], +) -> np.ndarray: + """ + Добавляет единые ID, source frame, timestamp и возраст composite. + """ + + panel = prepare_panel_background( + reconstructed_gray, + panel_roi, + ) + composite_age = max( + 0.0, + current_time - state.last_composite_update_time, + ) + + draw_text_line( + panel, + f"SYNCHRONOUS | {profile.profile_name}", + 18, + ) + draw_text_line( + panel, + ( + f"BASE {profile.base_width}x{profile.base_height} " + f"2fps Q{profile.base_quality}" + ), + 37, + ) + draw_text_line( + panel, + ( + f"ROI {profile.roi_width}x{profile.roi_height} " + f"2fps Q{profile.roi_quality}" + ), + 56, + ) + draw_text_line( + panel, + ( + f"payload={statistics.total_payload_bitrate_kbps:.3f} " + f"kbps | video t={current_time:.3f}s" + ), + 75, + ) + draw_text_line( + panel, + ( + f"COMPOSITE ID={state.composite_frame_id} " + f"source frame={state.source_frame_index}" + ), + 94, + ) + draw_text_line( + panel, + ( + f"timestamp={state.timestamp:.3f}s " + f"age={composite_age:.3f}s" + ), + 113, + ) + + if composite_age <= NEW_LABEL_DURATION_SECONDS: + draw_text_line( + panel, + "NEW COMPOSITE", + 137, + color=(0, 255, 0), + ) + + return panel + + +def compose_grid(panels: list[np.ndarray]) -> np.ndarray: + """ + Объединяет четыре панели в сетку 2x2 размером 1280x720. + """ + + if len(panels) != 4: + raise RuntimeError( + "Для preview требуется ровно четыре панели." + ) + + for panel in panels: + if panel.shape != (PANEL_HEIGHT, PANEL_WIDTH, 3): + raise RuntimeError( + f"Некорректный размер панели: {panel.shape}" + ) + + grid = np.vstack( + ( + np.hstack((panels[0], panels[1])), + np.hstack((panels[2], panels[3])), + ) + ) + + if grid.shape != (OUTPUT_HEIGHT, OUTPUT_WIDTH, 3): + raise RuntimeError( + f"Некорректный размер сетки: {grid.shape}" + ) + + return grid + + +def open_preview_writer() -> tuple[cv2.VideoWriter, Path, bool]: + """ + Открывает MP4/mp4v writer либо разрешённый fallback AVI/MJPG. + """ + + mp4_writer = cv2.VideoWriter( + str(MP4_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"mp4v"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + True, + ) + + if mp4_writer.isOpened(): + return mp4_writer, MP4_PREVIEW_PATH, False + + mp4_writer.release() + + if MP4_PREVIEW_PATH.exists(): + MP4_PREVIEW_PATH.unlink() + + avi_writer = cv2.VideoWriter( + str(AVI_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"MJPG"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + True, + ) + + if not avi_writer.isOpened(): + avi_writer.release() + + if AVI_PREVIEW_PATH.exists(): + AVI_PREVIEW_PATH.unlink() + + raise RuntimeError( + "OpenCV не смог открыть MP4 или AVI writer." + ) + + return avi_writer, AVI_PREVIEW_PATH, True + + +def write_preview( + source_path: Path, + profiles: list[PreviewProfile], + statistics: list[ProfileStatistics], + source_width: int, + source_height: int, + source_fps: float, + expected_frame_count: int, +) -> tuple[ + Path, + bool, + int, + Measurements, + list[ProfileState], +]: + """ + Выполняет второй проход и записывает preview с итоговым bitrate. + """ + + PREVIEW_DIRECTORY.mkdir( + parents=True, + exist_ok=True, + ) + statistics_by_name = { + item.profile_name: item + for item in statistics + } + measurements = create_measurements(profiles) + states = create_states(profiles) + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + panel_roi = normalized_roi_to_pixels( + PANEL_WIDTH, + PANEL_HEIGHT, + ) + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + writer, preview_path, fallback_used = open_preview_writer() + frame_index = 0 + + try: + while True: + frame_read, source_frame = capture.read() + + if not frame_read: + break + + if source_frame is None: + raise RuntimeError( + f"Получен пустой кадр {frame_index}." + ) + + current_time = frame_index / source_fps + panels: list[np.ndarray] = [] + + for profile, state in zip(profiles, states): + profile_measurements = measurements[ + profile.profile_name + ] + profile_statistics = statistics_by_name[ + profile.profile_name + ] + + if isinstance(state, AsyncState): + update_async_state( + source_frame, + source_roi, + frame_index, + current_time, + profile, + state, + profile_measurements, + ) + reconstructed = reconstruct_panel( + state.latest_base, + state.latest_roi, + panel_roi, + ) + panels.append( + draw_async_information( + reconstructed, + profile, + profile_statistics, + state, + current_time, + panel_roi, + ) + ) + else: + update_sync_state( + source_frame, + source_roi, + frame_index, + current_time, + profile, + state, + profile_measurements, + ) + reconstructed = reconstruct_panel( + state.latest_base, + state.latest_roi, + panel_roi, + ) + panels.append( + draw_sync_information( + reconstructed, + profile, + profile_statistics, + state, + current_time, + panel_roi, + ) + ) + + writer.write(compose_grid(panels)) + frame_index += 1 + + if ( + frame_index % 100 == 0 + or frame_index == expected_frame_count + ): + print( + f" Second pass frames: " + f"{frame_index}/{expected_frame_count}" + ) + except Exception: + capture.release() + writer.release() + + if preview_path.exists(): + preview_path.unlink() + + raise + finally: + capture.release() + writer.release() + + if frame_index != expected_frame_count: + if preview_path.exists(): + preview_path.unlink() + + raise RuntimeError( + "Второй проход записал некорректное число кадров." + ) + + return ( + preview_path, + fallback_used, + frame_index, + measurements, + states, + ) + + +def compare_passes( + profiles: list[PreviewProfile], + first_measurements: Measurements, + second_measurements: Measurements, + first_states: list[ProfileState], + second_states: list[ProfileState], +) -> None: + """ + Проверяет точное совпадение размеров JPEG и числа обновлений. + """ + + for profile, first_state, second_state in zip( + profiles, + first_states, + second_states, + ): + profile_name = profile.profile_name + + for stream_name in ["base", "roi", "composite"]: + if ( + first_measurements[profile_name][stream_name] + != second_measurements[profile_name][stream_name] + ): + raise RuntimeError( + "Размеры JPEG двух проходов не совпали: " + f"{profile_name}, {stream_name}." + ) + + if isinstance(first_state, AsyncState): + if not isinstance(second_state, AsyncState): + raise RuntimeError( + "Тип состояния async изменился между проходами." + ) + + if ( + first_state.base_update_count + != second_state.base_update_count + or first_state.roi_update_count + != second_state.roi_update_count + ): + raise RuntimeError( + "Число async-обновлений между проходами различно." + ) + else: + if not isinstance(second_state, SyncState): + raise RuntimeError( + "Тип состояния sync изменился между проходами." + ) + + if ( + first_state.synchronized_update_count + != second_state.synchronized_update_count + or first_state.timestamp_mismatch_count + != second_state.timestamp_mismatch_count + or first_state.frame_id_mismatch_count + != second_state.frame_id_mismatch_count + ): + raise RuntimeError( + "Sync-проверка двух проходов не совпала." + ) + + +def optional_integer_text(value: int | None) -> str: + """ + Представляет целое значение либо N/A для CSV и отчёта. + """ + + return NOT_APPLICABLE if value is None else str(value) + + +def save_csv(statistics: list[ProfileStatistics]) -> None: + """ + Сохраняет четыре полные строки измерений в UTF-8 CSV. + """ + + with CSV_PATH.open( + "w", + encoding="utf-8", + newline="", + ) as csv_file: + writer = csv.DictWriter( + csv_file, + fieldnames=CSV_FIELD_NAMES, + ) + writer.writeheader() + + for item in statistics: + writer.writerow( + { + "profile_name": item.profile_name, + "update_mode": item.update_mode, + "base_width": item.base_width, + "base_height": item.base_height, + "base_fps": f"{item.base_fps:.6f}", + "base_quality": item.base_quality, + "roi_width": item.roi_width, + "roi_height": item.roi_height, + "roi_fps": f"{item.roi_fps:.6f}", + "roi_quality": item.roi_quality, + "source_duration_s": ( + f"{item.source_duration_s:.6f}" + ), + "selected_base_frames": ( + item.selected_base_frames + ), + "selected_roi_frames": ( + item.selected_roi_frames + ), + "synchronized_composite_frames": ( + optional_integer_text( + item.synchronized_composite_frames + ) + ), + "total_base_bytes": item.total_base_bytes, + "total_roi_bytes": item.total_roi_bytes, + "total_payload_bytes": ( + item.total_payload_bytes + ), + "mean_base_frame_bytes": ( + f"{item.mean_base_frame_bytes:.3f}" + ), + "mean_roi_frame_bytes": ( + f"{item.mean_roi_frame_bytes:.3f}" + ), + "mean_composite_frame_bytes": ( + f"{item.mean_composite_frame_bytes:.3f}" + ), + "p95_composite_frame_bytes": ( + f"{item.p95_composite_frame_bytes:.3f}" + ), + "max_composite_frame_bytes": ( + item.max_composite_frame_bytes + ), + "base_bitrate_kbps": ( + f"{item.base_bitrate_kbps:.6f}" + ), + "roi_bitrate_kbps": ( + f"{item.roi_bitrate_kbps:.6f}" + ), + "total_payload_bitrate_kbps": ( + f"{item.total_payload_bitrate_kbps:.6f}" + ), + "timestamp_mismatch_count": ( + optional_integer_text( + item.timestamp_mismatch_count + ) + ), + "frame_id_mismatch_count": ( + optional_integer_text( + item.frame_id_mismatch_count + ) + ), + } + ) + + +def format_statistics_line(item: ProfileStatistics) -> str: + """ + Формирует полную строку профиля для текстового отчёта. + """ + + return ( + f"{item.profile_name}: mode={item.update_mode}, " + f"BASE={item.base_width}x{item.base_height}, " + f"{item.base_fps:.3f} fps, Q{item.base_quality}, " + f"base_frames={item.selected_base_frames}, " + f"base_bytes={item.total_base_bytes}, " + f"base_bitrate={item.base_bitrate_kbps:.6f} kbit/s; " + f"ROI={item.roi_width}x{item.roi_height}, " + f"{item.roi_fps:.3f} fps, Q{item.roi_quality}, " + f"roi_frames={item.selected_roi_frames}, " + f"roi_bytes={item.total_roi_bytes}, " + f"roi_bitrate={item.roi_bitrate_kbps:.6f} kbit/s; " + f"total_bytes={item.total_payload_bytes}, " + f"total_bitrate=" + f"{item.total_payload_bitrate_kbps:.6f} kbit/s, " + f"sync_frames=" + f"{optional_integer_text(item.synchronized_composite_frames)}, " + f"timestamp_mismatch=" + f"{optional_integer_text(item.timestamp_mismatch_count)}, " + f"frame_id_mismatch=" + f"{optional_integer_text(item.frame_id_mismatch_count)}" + ) + + +def write_report( + statistics: list[ProfileStatistics], + source_width: int, + source_height: int, + source_fps: float, + source_frame_count: int, + source_duration_seconds: float, + preview_path: Path, + fallback_used: bool, +) -> None: + """ + Сохраняет краткий UTF-8 отчёт без автоматического выбора профиля. + """ + + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + lines = [ + "Lab027C. Динамическое сравнение асинхронного " + "и синхронного BASE + ROI", + "", + "Цель: визуально сравнить ранее выбранный асинхронный " + "профиль BASE 1 fps + ROI 2 fps с тремя синхронными " + "профилями BASE 2 fps + ROI 2 fps.", + "", + f"Исходное видео: {SOURCE_VIDEO_PATH}", + f"Исходное разрешение: {source_width}x{source_height}", + f"Исходный FPS: {source_fps:.6f}", + f"Число кадров: {source_frame_count}", + f"Длительность: {source_duration_seconds:.6f} с", + "ROI: " + f"x={ROI_X_MIN:.2f}...{ROI_X_MAX:.2f}, " + f"y={ROI_Y_MIN:.2f}...{ROI_Y_MAX:.2f}; " + f"пиксели x={source_roi[0]}...{source_roi[2]}, " + f"y={source_roi[1]}...{source_roi[3]}.", + "", + "Результат ручной оценки предыдущей Lab027:", + "- пользователь выбрал вариант B;", + "- граница ROI не мешает;", + "- обновление BASE один раз в секунду мешает;", + "- рассинхронное движение BASE и ROI мешает;", + "- принято решение сравнить с синхронным обновлением 2 fps.", + "", + "async_reference: BASE и ROI обновляются независимо. " + "Единого logical_frame_id нет; используются отдельные " + "BASE ID и ROI ID. Mismatch для этого режима неприменим.", + "Синхронные профили: BASE и ROI формируются из одного " + "source frame, получают единые composite ID и timestamp " + "и атомарно заменяют отображаемый составной кадр.", + "", + "Фактические результаты четырёх профилей:", + ] + lines.extend( + format_statistics_line(item) + for item in statistics + ) + lines.extend( + [ + "", + "Количество обновлений:", + ] + ) + + for item in statistics: + lines.append( + f"{item.profile_name}: " + f"BASE={item.selected_base_frames}, " + f"ROI={item.selected_roi_frames}, " + "synchronized=" + f"{optional_integer_text(item.synchronized_composite_frames)}." + ) + + lines.extend( + [ + "", + "Mismatch-проверка:", + ] + ) + + for item in statistics: + lines.append( + f"{item.profile_name}: timestamp=" + f"{optional_integer_text(item.timestamp_mismatch_count)}, " + "frame_id=" + f"{optional_integer_text(item.frame_id_mismatch_count)}." + ) + + lines.extend( + [ + "", + f"Preview: {preview_path}", + "Формат: " + + ("AVI/MJPG fallback." if fallback_used else "MP4/mp4v."), + "Радиопротокол, CRC, FEC, фрагментация и служебный " + "трафик пока не учитываются.", + "Программа не выбирает лучший профиль и не объявляет " + "режим безопасным автоматически.", + "Следующий шаг: ручной выбор пользователем после " + "просмотра preview-видео.", + "", + ] + ) + + REPORT_PATH.write_text( + "\n".join(lines), + encoding="utf-8", + ) + + +def read_frame_at( + capture: cv2.VideoCapture, + frame_index: int, +) -> tuple[bool, tuple[int, ...] | None]: + """ + Читает один контрольный кадр preview. + """ + + capture.set( + cv2.CAP_PROP_POS_FRAMES, + frame_index, + ) + frame_read, frame = capture.read() + + if not frame_read or frame is None: + return False, None + + return True, frame.shape + + +def verify_preview( + preview_path: Path, + source_frame_count: int, + source_duration_seconds: float, +) -> tuple[ + int, + int, + float, + int, + float, + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], +]: + """ + Проверяет preview и читает первый, средний и последний кадры. + """ + + if not preview_path.exists() or preview_path.stat().st_size <= 0: + raise RuntimeError("Preview отсутствует или имеет нулевой размер.") + + capture = cv2.VideoCapture(str(preview_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть preview: {preview_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + + if fps <= 0.0: + raise RuntimeError("FPS preview равен нулю.") + + duration_seconds = frame_count / fps + first_frame = read_frame_at(capture, 0) + middle_frame = read_frame_at( + capture, + frame_count // 2, + ) + last_frame = read_frame_at( + capture, + frame_count - 1, + ) + finally: + capture.release() + + if (width, height) != (OUTPUT_WIDTH, OUTPUT_HEIGHT): + raise RuntimeError( + f"Некорректное разрешение preview: {width}x{height}." + ) + + if frame_count != source_frame_count: + raise RuntimeError( + "Число кадров preview не совпало с исходным." + ) + + if ( + abs(duration_seconds - source_duration_seconds) + > 1.0 / fps + FRAME_TIME_EPSILON_SECONDS + ): + raise RuntimeError( + "Длительность preview отличается более чем на один кадр." + ) + + if not all( + frame_result[0] + for frame_result in [ + first_frame, + middle_frame, + last_frame, + ] + ): + raise RuntimeError( + "Не удалось прочитать один из контрольных кадров." + ) + + return ( + width, + height, + fps, + frame_count, + duration_seconds, + first_frame, + middle_frame, + last_frame, + ) + + +def validate_sync_statistics( + statistics: list[ProfileStatistics], +) -> None: + """ + Проверяет N/A async и нулевые mismatch всех sync-профилей. + """ + + for item in statistics: + if item.update_mode == UPDATE_MODE_ASYNCHRONOUS: + if ( + item.synchronized_composite_frames is not None + or item.timestamp_mismatch_count is not None + or item.frame_id_mismatch_count is not None + ): + raise RuntimeError( + "Async mismatch должен быть N/A." + ) + else: + if ( + item.selected_base_frames + != item.selected_roi_frames + or item.selected_base_frames + != item.synchronized_composite_frames + or item.timestamp_mismatch_count != 0 + or item.frame_id_mismatch_count != 0 + ): + raise RuntimeError( + f"Некорректный sync: {item.profile_name}" + ) + + +def main() -> None: + """ + Выполняет оба прохода, сохраняет CSV/TXT и проверяет preview. + """ + + print("Reading source video metadata...") + ( + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + source_file_size_bytes, + ) = read_video_metadata(SOURCE_VIDEO_PATH) + + print(f" Source: {SOURCE_VIDEO_PATH}") + print(f" File size: {source_file_size_bytes} bytes") + print(f" Resolution: {source_width}x{source_height}") + print(f" FPS: {source_fps:.6f}") + print(f" Frames: {source_frame_count}") + print(f" Duration: {source_duration_seconds:.6f} s") + + profiles = build_profiles() + OUTPUT_DIRECTORY.mkdir( + parents=True, + exist_ok=True, + ) + + print("First pass: measuring JPEG payload...") + first_measurements, first_states = process_first_pass( + source_path=SOURCE_VIDEO_PATH, + profiles=profiles, + source_width=source_width, + source_height=source_height, + source_fps=source_fps, + expected_frame_count=source_frame_count, + ) + statistics = calculate_statistics( + profiles, + first_measurements, + first_states, + source_duration_seconds, + ) + validate_sync_statistics(statistics) + + print("Second pass: writing preview...") + ( + preview_path, + fallback_used, + written_frame_count, + second_measurements, + second_states, + ) = write_preview( + source_path=SOURCE_VIDEO_PATH, + profiles=profiles, + statistics=statistics, + source_width=source_width, + source_height=source_height, + source_fps=source_fps, + expected_frame_count=source_frame_count, + ) + compare_passes( + profiles, + first_measurements, + second_measurements, + first_states, + second_states, + ) + + print("Saving CSV and report...") + save_csv(statistics) + write_report( + statistics=statistics, + source_width=source_width, + source_height=source_height, + source_fps=source_fps, + source_frame_count=source_frame_count, + source_duration_seconds=source_duration_seconds, + preview_path=preview_path, + fallback_used=fallback_used, + ) + + ( + preview_width, + preview_height, + preview_fps, + preview_frame_count, + preview_duration, + first_frame, + middle_frame, + last_frame, + ) = verify_preview( + preview_path, + source_frame_count, + source_duration_seconds, + ) + + if not CSV_PATH.exists() or CSV_PATH.stat().st_size <= 0: + raise RuntimeError("CSV не создан или пуст.") + + if not REPORT_PATH.exists() or REPORT_PATH.stat().st_size <= 0: + raise RuntimeError("Отчёт не создан или пуст.") + + print("") + print("Measured profiles:") + for item in statistics: + print( + f" {item.profile_name}: " + f"BASE={item.base_bitrate_kbps:.6f}, " + f"ROI={item.roi_bitrate_kbps:.6f}, " + f"total={item.total_payload_bitrate_kbps:.6f} " + "kbit/s, " + "sync=" + f"{optional_integer_text(item.synchronized_composite_frames)}, " + "timestamp mismatch=" + f"{optional_integer_text(item.timestamp_mismatch_count)}, " + "frame ID mismatch=" + f"{optional_integer_text(item.frame_id_mismatch_count)}" + ) + + print("") + print("Two-pass JPEG sizes: identical") + print(f"Preview: {preview_path}") + print(f"Fallback used: {fallback_used}") + print(f"Preview size: {preview_path.stat().st_size} bytes") + print( + f"Preview resolution: {preview_width}x{preview_height}" + ) + print(f"Preview FPS: {preview_fps:.6f}") + print(f"Written frames: {written_frame_count}") + print(f"Verified frames: {preview_frame_count}") + print(f"Preview duration: {preview_duration:.6f} s") + print(f"First frame: {first_frame}") + print(f"Middle frame: {middle_frame}") + print(f"Last frame: {last_frame}") + print("") + print("Lab027C completed successfully.") + + +if __name__ == "__main__": + main() diff --git a/tests/lab027d_fps_quality_preview.py b/tests/lab027d_fps_quality_preview.py new file mode 100644 index 0000000..1abb11d --- /dev/null +++ b/tests/lab027d_fps_quality_preview.py @@ -0,0 +1,1517 @@ +""" +Lab027D. Сравнение синхронного BASE + ROI при 2 и 3 fps. + +Лабораторная формирует четыре синхронных профиля с различными +частотой обновления и JPEG Quality. Все JPEG существуют только +в памяти. Первый проход измеряет фактический payload, второй +проход повторяет то же расписание и записывает сравнительное +preview-видео 2x2. + +Лучший профиль программой не выбирается: итоговый выбор должен +сделать пользователь после просмотра динамического сравнения. +""" + +from __future__ import annotations + +import csv +from dataclasses import dataclass +from pathlib import Path + +import cv2 +import numpy as np + + +SOURCE_VIDEO_PATH = Path("data/raw/lab026_rover_source.mp4") + +OUTPUT_DIRECTORY = Path("data/processed/lab027d") +CSV_PATH = OUTPUT_DIRECTORY / "lab027d_profiles.csv" +REPORT_PATH = OUTPUT_DIRECTORY / "lab027d_report.txt" + +PREVIEW_DIRECTORY = Path("data/raw/lab027d_previews") +MP4_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027d_fps_quality_preview.mp4" +) +AVI_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027d_fps_quality_preview.avi" +) + +ROI_X_MIN = 0.20 +ROI_X_MAX = 0.80 +ROI_Y_MIN = 0.42 +ROI_Y_MAX = 1.00 + +PANEL_WIDTH = 640 +PANEL_HEIGHT = 360 +OUTPUT_WIDTH = PANEL_WIDTH * 2 +OUTPUT_HEIGHT = PANEL_HEIGHT * 2 +OUTPUT_FPS = 30.0 + +SERVICE_OVERHEAD_FACTOR = 1.10 +FEC_RATE_TWO_THIRDS = 2.0 / 3.0 +FEC_RATE_ONE_HALF = 0.5 + +FRAME_TIME_EPSILON_SECONDS = 1e-9 +NEW_LABEL_DURATION_SECONDS = 0.15 + +CSV_FIELD_NAMES = [ + "profile_name", + "base_width", + "base_height", + "fps", + "base_quality", + "roi_width", + "roi_height", + "roi_quality", + "source_duration_s", + "selected_base_frames", + "selected_roi_frames", + "synchronized_composite_frames", + "total_base_bytes", + "total_roi_bytes", + "total_payload_bytes", + "mean_base_frame_bytes", + "mean_roi_frame_bytes", + "mean_composite_frame_bytes", + "p95_composite_frame_bytes", + "max_composite_frame_bytes", + "base_bitrate_kbps", + "roi_bitrate_kbps", + "total_payload_bitrate_kbps", + "channel_rate_fec_2_3_kbps", + "channel_rate_fec_1_2_kbps", + "timestamp_mismatch_count", + "frame_id_mismatch_count", +] + + +@dataclass(frozen=True) +class PreviewProfile: + """ + Описывает один синхронный профиль BASE + ROI. + """ + + profile_name: str + fps: float + base_width: int + base_height: int + base_quality: int + roi_width: int + roi_height: int + roi_quality: int + + @property + def period_seconds(self) -> float: + """ + Возвращает период атомарного обновления профиля. + """ + + return 1.0 / self.fps + + +@dataclass +class SyncState: + """ + Хранит последнее атомарно опубликованное состояние профиля. + """ + + next_composite_time: float = 0.0 + last_composite_update_time: float = float("-inf") + composite_frame_id: int = -1 + source_frame_index: int = -1 + timestamp: float = 0.0 + latest_base: np.ndarray | None = None + latest_roi: np.ndarray | None = None + selected_base_frames: int = 0 + selected_roi_frames: int = 0 + synchronized_composite_frames: int = 0 + timestamp_mismatch_count: int = 0 + frame_id_mismatch_count: int = 0 + + +@dataclass(frozen=True) +class ProfileStatistics: + """ + Содержит все измерения одного профиля для CSV и отчёта. + """ + + profile_name: str + base_width: int + base_height: int + fps: float + base_quality: int + roi_width: int + roi_height: int + roi_quality: int + source_duration_s: float + selected_base_frames: int + selected_roi_frames: int + synchronized_composite_frames: int + total_base_bytes: int + total_roi_bytes: int + total_payload_bytes: int + mean_base_frame_bytes: float + mean_roi_frame_bytes: float + mean_composite_frame_bytes: float + p95_composite_frame_bytes: float + max_composite_frame_bytes: int + base_bitrate_kbps: float + roi_bitrate_kbps: float + total_payload_bitrate_kbps: float + channel_rate_fec_2_3_kbps: float + channel_rate_fec_1_2_kbps: float + timestamp_mismatch_count: int + frame_id_mismatch_count: int + + +Measurements = dict[str, dict[str, list[int]]] + + +def read_video_metadata( + source_path: Path, +) -> tuple[int, int, float, int, float, int]: + """ + Читает метаданные исходного видео без изменения файла. + """ + + if not source_path.exists(): + raise FileNotFoundError( + f"Исходное видео отсутствует: {source_path}" + ) + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + finally: + capture.release() + + if width <= 0 or height <= 0: + raise RuntimeError("Некорректное разрешение исходного видео.") + + if fps <= 0.0 or frame_count <= 0: + raise RuntimeError( + "Некорректные FPS или число кадров исходного видео." + ) + + duration_seconds = frame_count / fps + file_size_bytes = source_path.stat().st_size + + if duration_seconds <= 0.0 or file_size_bytes <= 0: + raise RuntimeError( + "Некорректная длительность или размер исходного видео." + ) + + return ( + width, + height, + fps, + frame_count, + duration_seconds, + file_size_bytes, + ) + + +def build_profiles() -> list[PreviewProfile]: + """ + Создаёт ровно четыре профиля, заданных для Lab027D. + """ + + profiles = [ + PreviewProfile( + profile_name="sync_2fps_base_q20_roi_q30", + fps=2.0, + base_width=240, + base_height=135, + base_quality=20, + roi_width=320, + roi_height=180, + roi_quality=30, + ), + PreviewProfile( + profile_name="sync_3fps_base_q20_roi_q30", + fps=3.0, + base_width=240, + base_height=135, + base_quality=20, + roi_width=320, + roi_height=180, + roi_quality=30, + ), + PreviewProfile( + profile_name="sync_3fps_base_q23_roi_q33", + fps=3.0, + base_width=240, + base_height=135, + base_quality=23, + roi_width=320, + roi_height=180, + roi_quality=33, + ), + PreviewProfile( + profile_name="sync_3fps_base_q25_roi_q35", + fps=3.0, + base_width=240, + base_height=135, + base_quality=25, + roi_width=320, + roi_height=180, + roi_quality=35, + ), + ] + + if len(profiles) != 4: + raise RuntimeError("Lab027D должна содержать четыре профиля.") + + if len({profile.profile_name for profile in profiles}) != 4: + raise RuntimeError("Имена профилей Lab027D не уникальны.") + + return profiles + + +def normalized_roi_to_pixels( + width: int, + height: int, +) -> tuple[int, int, int, int]: + """ + Переводит нормализованные координаты ROI в пиксели. + """ + + x_min = int(round(width * ROI_X_MIN)) + x_max = int(round(width * ROI_X_MAX)) + y_min = int(round(height * ROI_Y_MIN)) + y_max = int(round(height * ROI_Y_MAX)) + + if not ( + 0 <= x_min < x_max <= width + and 0 <= y_min < y_max <= height + ): + raise RuntimeError("Расчётная ROI выходит за границы кадра.") + + return x_min, y_min, x_max, y_max + + +def should_update( + current_time: float, + next_update_time: float, +) -> bool: + """ + Проверяет наступление времени следующего обновления. + """ + + return ( + current_time + FRAME_TIME_EPSILON_SECONDS + >= next_update_time + ) + + +def encode_decode_jpeg( + grayscale_image: np.ndarray, + quality: int, +) -> tuple[int, np.ndarray]: + """ + Кодирует grayscale-кадр в JPEG в памяти и сразу декодирует. + """ + + encode_parameters = [ + int(cv2.IMWRITE_JPEG_QUALITY), + int(quality), + ] + encoded, jpeg_buffer = cv2.imencode( + ".jpg", + grayscale_image, + encode_parameters, + ) + + if not encoded: + raise RuntimeError("OpenCV не смог закодировать JPEG.") + + decoded = cv2.imdecode( + jpeg_buffer, + cv2.IMREAD_GRAYSCALE, + ) + + if decoded is None: + raise RuntimeError("OpenCV не смог декодировать JPEG.") + + return int(jpeg_buffer.nbytes), decoded + + +def encode_base( + source_frame: np.ndarray, + profile: PreviewProfile, +) -> tuple[int, np.ndarray]: + """ + Формирует, кодирует и декодирует BASE одного профиля. + """ + + grayscale = cv2.cvtColor( + source_frame, + cv2.COLOR_BGR2GRAY, + ) + resized = cv2.resize( + grayscale, + (profile.base_width, profile.base_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_jpeg(resized, profile.base_quality) + + +def encode_roi( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + profile: PreviewProfile, +) -> tuple[int, np.ndarray]: + """ + Вырезает из исходного кадра ROI и обрабатывает JPEG в памяти. + """ + + x_min, y_min, x_max, y_max = source_roi + roi = source_frame[y_min:y_max, x_min:x_max] + + if roi.size == 0: + raise RuntimeError("Получена пустая ROI.") + + grayscale = cv2.cvtColor(roi, cv2.COLOR_BGR2GRAY) + resized = cv2.resize( + grayscale, + (profile.roi_width, profile.roi_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_jpeg(resized, profile.roi_quality) + + +def create_measurements( + profiles: list[PreviewProfile], +) -> Measurements: + """ + Создаёт пустые списки размеров JPEG для одного прохода. + """ + + return { + profile.profile_name: { + "base": [], + "roi": [], + "composite": [], + } + for profile in profiles + } + + +def create_states( + profiles: list[PreviewProfile], +) -> list[SyncState]: + """ + Создаёт независимое синхронное состояние каждого профиля. + """ + + return [SyncState() for _ in profiles] + + +def update_sync_state( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + source_frame_index: int, + current_time: float, + profile: PreviewProfile, + state: SyncState, + measurements: dict[str, list[int]], +) -> bool: + """ + Атомарно обновляет BASE и ROI из одного исходного кадра. + """ + + if not should_update(current_time, state.next_composite_time): + return False + + next_composite_frame_id = state.composite_frame_id + 1 + + # Метаданные обеих частей намеренно формируются отдельно, + # чтобы проверка синхронизации была явной. + base_source_frame_index = source_frame_index + roi_source_frame_index = source_frame_index + base_timestamp = current_time + roi_timestamp = current_time + base_composite_frame_id = next_composite_frame_id + roi_composite_frame_id = next_composite_frame_id + + base_size, decoded_base = encode_base(source_frame, profile) + roi_size, decoded_roi = encode_roi( + source_frame, + source_roi, + profile, + ) + + if base_timestamp != roi_timestamp: + state.timestamp_mismatch_count += 1 + + if ( + base_source_frame_index != roi_source_frame_index + or base_composite_frame_id != roi_composite_frame_id + ): + state.frame_id_mismatch_count += 1 + + # Публикация выполняется только после готовности обеих частей. + state.latest_base = decoded_base + state.latest_roi = decoded_roi + state.composite_frame_id = next_composite_frame_id + state.source_frame_index = source_frame_index + state.timestamp = current_time + state.last_composite_update_time = current_time + state.next_composite_time += profile.period_seconds + state.selected_base_frames += 1 + state.selected_roi_frames += 1 + state.synchronized_composite_frames += 1 + + measurements["base"].append(base_size) + measurements["roi"].append(roi_size) + measurements["composite"].append(base_size + roi_size) + + return True + + +def process_first_pass( + source_path: Path, + profiles: list[PreviewProfile], + source_width: int, + source_height: int, + source_fps: float, + expected_frame_count: int, +) -> tuple[Measurements, list[SyncState]]: + """ + Выполняет первый проход и измеряет JPEG payload без видео. + """ + + measurements = create_measurements(profiles) + states = create_states(profiles) + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + frame_index = 0 + + try: + while True: + frame_read, source_frame = capture.read() + + if not frame_read: + break + + if source_frame is None: + raise RuntimeError( + f"Получен пустой исходный кадр {frame_index}." + ) + + if ( + source_frame.shape[1] != source_width + or source_frame.shape[0] != source_height + ): + raise RuntimeError( + "Размер исходного кадра отличается от метаданных." + ) + + current_time = frame_index / source_fps + + for profile, state in zip(profiles, states): + update_sync_state( + source_frame, + source_roi, + frame_index, + current_time, + profile, + state, + measurements[profile.profile_name], + ) + + frame_index += 1 + + if ( + frame_index % 100 == 0 + or frame_index == expected_frame_count + ): + print( + " First pass frames: " + f"{frame_index}/{expected_frame_count}" + ) + finally: + capture.release() + + if frame_index != expected_frame_count: + raise RuntimeError( + "Первый проход прочитал некорректное число кадров." + ) + + return measurements, states + + +def calculate_statistics( + profiles: list[PreviewProfile], + measurements: Measurements, + states: list[SyncState], + source_duration_seconds: float, +) -> list[ProfileStatistics]: + """ + Рассчитывает payload и иллюстративные канальные скорости. + """ + + statistics: list[ProfileStatistics] = [] + + for profile, state in zip(profiles, states): + profile_measurements = measurements[ + profile.profile_name + ] + base_sizes = profile_measurements["base"] + roi_sizes = profile_measurements["roi"] + composite_sizes = profile_measurements["composite"] + + if not base_sizes or not roi_sizes or not composite_sizes: + raise RuntimeError( + f"Пустые измерения: {profile.profile_name}" + ) + + if not ( + len(base_sizes) + == len(roi_sizes) + == len(composite_sizes) + == state.synchronized_composite_frames + ): + raise RuntimeError( + f"Число обновлений не совпало: " + f"{profile.profile_name}" + ) + + total_base_bytes = int(sum(base_sizes)) + total_roi_bytes = int(sum(roi_sizes)) + total_payload_bytes = total_base_bytes + total_roi_bytes + + base_bitrate_kbps = ( + total_base_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + roi_bitrate_kbps = ( + total_roi_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + total_payload_bitrate_kbps = ( + total_payload_bytes + * 8.0 + / source_duration_seconds + / 1000.0 + ) + + if not np.isclose( + total_payload_bitrate_kbps, + base_bitrate_kbps + roi_bitrate_kbps, + rtol=0.0, + atol=1e-12, + ): + raise RuntimeError( + "Суммарный bitrate не равен BASE + ROI." + ) + + channel_rate_fec_2_3_kbps = ( + total_payload_bitrate_kbps + * SERVICE_OVERHEAD_FACTOR + / FEC_RATE_TWO_THIRDS + ) + channel_rate_fec_1_2_kbps = ( + total_payload_bitrate_kbps + * SERVICE_OVERHEAD_FACTOR + / FEC_RATE_ONE_HALF + ) + + statistics.append( + ProfileStatistics( + profile_name=profile.profile_name, + base_width=profile.base_width, + base_height=profile.base_height, + fps=profile.fps, + base_quality=profile.base_quality, + roi_width=profile.roi_width, + roi_height=profile.roi_height, + roi_quality=profile.roi_quality, + source_duration_s=source_duration_seconds, + selected_base_frames=state.selected_base_frames, + selected_roi_frames=state.selected_roi_frames, + synchronized_composite_frames=( + state.synchronized_composite_frames + ), + total_base_bytes=total_base_bytes, + total_roi_bytes=total_roi_bytes, + total_payload_bytes=total_payload_bytes, + mean_base_frame_bytes=float(np.mean(base_sizes)), + mean_roi_frame_bytes=float(np.mean(roi_sizes)), + mean_composite_frame_bytes=float( + np.mean(composite_sizes) + ), + p95_composite_frame_bytes=float( + np.percentile(composite_sizes, 95) + ), + max_composite_frame_bytes=int(max(composite_sizes)), + base_bitrate_kbps=base_bitrate_kbps, + roi_bitrate_kbps=roi_bitrate_kbps, + total_payload_bitrate_kbps=( + total_payload_bitrate_kbps + ), + channel_rate_fec_2_3_kbps=( + channel_rate_fec_2_3_kbps + ), + channel_rate_fec_1_2_kbps=( + channel_rate_fec_1_2_kbps + ), + timestamp_mismatch_count=( + state.timestamp_mismatch_count + ), + frame_id_mismatch_count=( + state.frame_id_mismatch_count + ), + ) + ) + + return statistics + + +def reconstruct_panel( + profile: PreviewProfile, + state: SyncState, +) -> np.ndarray: + """ + Реконструирует панель 640x360 из последнего BASE и ROI. + """ + + if state.latest_base is None or state.latest_roi is None: + return np.zeros( + (PANEL_HEIGHT, PANEL_WIDTH, 3), + dtype=np.uint8, + ) + + base_large = cv2.resize( + state.latest_base, + (PANEL_WIDTH, PANEL_HEIGHT), + interpolation=cv2.INTER_LINEAR, + ) + panel = cv2.cvtColor(base_large, cv2.COLOR_GRAY2BGR) + + panel_roi = normalized_roi_to_pixels( + PANEL_WIDTH, + PANEL_HEIGHT, + ) + x_min, y_min, x_max, y_max = panel_roi + roi_large = cv2.resize( + state.latest_roi, + (x_max - x_min, y_max - y_min), + interpolation=cv2.INTER_LINEAR, + ) + roi_bgr = cv2.cvtColor(roi_large, cv2.COLOR_GRAY2BGR) + panel[y_min:y_max, x_min:x_max] = roi_bgr + + cv2.rectangle( + panel, + (x_min, y_min), + (x_max - 1, y_max - 1), + (0, 255, 255), + 2, + ) + + return panel + + +def draw_text_line( + panel: np.ndarray, + text: str, + line_index: int, + color: tuple[int, int, int] = (255, 255, 255), +) -> None: + """ + Рисует одну строку читаемой подписи на панели. + """ + + y_position = 22 + line_index * 21 + cv2.putText( + panel, + text, + (9, y_position), + cv2.FONT_HERSHEY_SIMPLEX, + 0.48, + (0, 0, 0), + 3, + cv2.LINE_AA, + ) + cv2.putText( + panel, + text, + (9, y_position), + cv2.FONT_HERSHEY_SIMPLEX, + 0.48, + color, + 1, + cv2.LINE_AA, + ) + + +def draw_sync_information( + panel: np.ndarray, + profile: PreviewProfile, + state: SyncState, + statistics: ProfileStatistics, + current_time: float, +) -> None: + """ + Добавляет к панели параметры и динамическое состояние. + """ + + age_seconds = max( + 0.0, + current_time - state.last_composite_update_time, + ) + lines = [ + f"{profile.profile_name} | SYNCHRONOUS", + f"FPS {profile.fps:.0f} | " + f"BASE {profile.base_width}x{profile.base_height} " + f"Q{profile.base_quality}", + f"ROI {profile.roi_width}x{profile.roi_height} " + f"Q{profile.roi_quality}", + "payload " + f"{statistics.total_payload_bitrate_kbps:.3f} kbit/s", + "channel FEC 2/3 " + f"{statistics.channel_rate_fec_2_3_kbps:.3f} kbit/s", + f"time {current_time:.3f} s | " + f"composite ID {state.composite_frame_id}", + f"source frame {state.source_frame_index} | " + f"age {age_seconds:.3f} s", + ] + + for line_index, text in enumerate(lines): + draw_text_line(panel, text, line_index) + + if age_seconds <= NEW_LABEL_DURATION_SECONDS: + draw_text_line( + panel, + "NEW COMPOSITE", + len(lines), + color=(0, 255, 0), + ) + + +def compose_grid(panels: list[np.ndarray]) -> np.ndarray: + """ + Объединяет четыре панели в сетку 2x2 размером 1280x720. + """ + + if len(panels) != 4: + raise RuntimeError("Для preview требуется четыре панели.") + + top_row = np.hstack((panels[0], panels[1])) + bottom_row = np.hstack((panels[2], panels[3])) + grid = np.vstack((top_row, bottom_row)) + + if grid.shape != (OUTPUT_HEIGHT, OUTPUT_WIDTH, 3): + raise RuntimeError( + f"Некорректный размер сетки: {grid.shape}" + ) + + return grid + + +def open_preview_writer() -> tuple[cv2.VideoWriter, Path, bool]: + """ + Открывает MP4/mp4v или разрешённый AVI/MJPG fallback. + """ + + PREVIEW_DIRECTORY.mkdir(parents=True, exist_ok=True) + + mp4_writer = cv2.VideoWriter( + str(MP4_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"mp4v"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + ) + + if mp4_writer.isOpened(): + return mp4_writer, MP4_PREVIEW_PATH, False + + mp4_writer.release() + + if MP4_PREVIEW_PATH.exists(): + MP4_PREVIEW_PATH.unlink() + + avi_writer = cv2.VideoWriter( + str(AVI_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"MJPG"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + ) + + if not avi_writer.isOpened(): + avi_writer.release() + raise RuntimeError( + "Не удалось открыть MP4/mp4v и AVI/MJPG writer." + ) + + return avi_writer, AVI_PREVIEW_PATH, True + + +def write_preview( + source_path: Path, + profiles: list[PreviewProfile], + statistics: list[ProfileStatistics], + source_width: int, + source_height: int, + source_fps: float, + expected_frame_count: int, +) -> tuple[ + Path, + bool, + int, + Measurements, + list[SyncState], +]: + """ + Выполняет второй проход и записывает сравнительное preview. + """ + + measurements = create_measurements(profiles) + states = create_states(profiles) + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + writer, preview_path, fallback_used = open_preview_writer() + frame_index = 0 + + try: + while True: + frame_read, source_frame = capture.read() + + if not frame_read: + break + + if source_frame is None: + raise RuntimeError( + f"Получен пустой исходный кадр {frame_index}." + ) + + current_time = frame_index / source_fps + panels: list[np.ndarray] = [] + + for profile, state, profile_statistics in zip( + profiles, + states, + statistics, + ): + update_sync_state( + source_frame, + source_roi, + frame_index, + current_time, + profile, + state, + measurements[profile.profile_name], + ) + panel = reconstruct_panel(profile, state) + draw_sync_information( + panel, + profile, + state, + profile_statistics, + current_time, + ) + panels.append(panel) + + writer.write(compose_grid(panels)) + frame_index += 1 + + if ( + frame_index % 100 == 0 + or frame_index == expected_frame_count + ): + print( + " Second pass frames: " + f"{frame_index}/{expected_frame_count}" + ) + finally: + capture.release() + writer.release() + + if frame_index != expected_frame_count: + raise RuntimeError( + "Второй проход записал некорректное число кадров." + ) + + return ( + preview_path, + fallback_used, + frame_index, + measurements, + states, + ) + + +def compare_passes( + profiles: list[PreviewProfile], + first_measurements: Measurements, + second_measurements: Measurements, + first_states: list[SyncState], + second_states: list[SyncState], +) -> None: + """ + Проверяет полное совпадение измерений двух проходов. + """ + + for profile, first_state, second_state in zip( + profiles, + first_states, + second_states, + ): + profile_name = profile.profile_name + + for stream_name in ["base", "roi", "composite"]: + if ( + first_measurements[profile_name][stream_name] + != second_measurements[profile_name][stream_name] + ): + raise RuntimeError( + "Размеры JPEG двух проходов не совпали: " + f"{profile_name}, {stream_name}." + ) + + if ( + first_state.selected_base_frames + != second_state.selected_base_frames + or first_state.selected_roi_frames + != second_state.selected_roi_frames + or first_state.synchronized_composite_frames + != second_state.synchronized_composite_frames + or first_state.timestamp_mismatch_count + != second_state.timestamp_mismatch_count + or first_state.frame_id_mismatch_count + != second_state.frame_id_mismatch_count + ): + raise RuntimeError( + "Состояния двух проходов не совпали: " + f"{profile_name}." + ) + + +def validate_statistics( + statistics: list[ProfileStatistics], +) -> None: + """ + Проверяет синхронность и арифметику всех профилей. + """ + + if len(statistics) != 4: + raise RuntimeError("Ожидалось четыре строки статистики.") + + for item in statistics: + if not ( + item.selected_base_frames + == item.selected_roi_frames + == item.synchronized_composite_frames + ): + raise RuntimeError( + f"Обновления не синхронны: {item.profile_name}" + ) + + if ( + item.timestamp_mismatch_count != 0 + or item.frame_id_mismatch_count != 0 + ): + raise RuntimeError( + f"Обнаружен mismatch: {item.profile_name}" + ) + + if ( + item.total_payload_bytes + != item.total_base_bytes + item.total_roi_bytes + ): + raise RuntimeError( + f"Ошибка суммы payload: {item.profile_name}" + ) + + +def save_csv(statistics: list[ProfileStatistics]) -> None: + """ + Сохраняет четыре полные строки результатов в UTF-8 CSV. + """ + + with CSV_PATH.open( + "w", + encoding="utf-8", + newline="", + ) as csv_file: + writer = csv.DictWriter( + csv_file, + fieldnames=CSV_FIELD_NAMES, + ) + writer.writeheader() + + for item in statistics: + writer.writerow( + { + "profile_name": item.profile_name, + "base_width": item.base_width, + "base_height": item.base_height, + "fps": f"{item.fps:.6f}", + "base_quality": item.base_quality, + "roi_width": item.roi_width, + "roi_height": item.roi_height, + "roi_quality": item.roi_quality, + "source_duration_s": ( + f"{item.source_duration_s:.6f}" + ), + "selected_base_frames": ( + item.selected_base_frames + ), + "selected_roi_frames": ( + item.selected_roi_frames + ), + "synchronized_composite_frames": ( + item.synchronized_composite_frames + ), + "total_base_bytes": item.total_base_bytes, + "total_roi_bytes": item.total_roi_bytes, + "total_payload_bytes": ( + item.total_payload_bytes + ), + "mean_base_frame_bytes": ( + f"{item.mean_base_frame_bytes:.3f}" + ), + "mean_roi_frame_bytes": ( + f"{item.mean_roi_frame_bytes:.3f}" + ), + "mean_composite_frame_bytes": ( + f"{item.mean_composite_frame_bytes:.3f}" + ), + "p95_composite_frame_bytes": ( + f"{item.p95_composite_frame_bytes:.3f}" + ), + "max_composite_frame_bytes": ( + item.max_composite_frame_bytes + ), + "base_bitrate_kbps": ( + f"{item.base_bitrate_kbps:.6f}" + ), + "roi_bitrate_kbps": ( + f"{item.roi_bitrate_kbps:.6f}" + ), + "total_payload_bitrate_kbps": ( + f"{item.total_payload_bitrate_kbps:.6f}" + ), + "channel_rate_fec_2_3_kbps": ( + f"{item.channel_rate_fec_2_3_kbps:.6f}" + ), + "channel_rate_fec_1_2_kbps": ( + f"{item.channel_rate_fec_1_2_kbps:.6f}" + ), + "timestamp_mismatch_count": ( + item.timestamp_mismatch_count + ), + "frame_id_mismatch_count": ( + item.frame_id_mismatch_count + ), + } + ) + + +def format_statistics_line(item: ProfileStatistics) -> str: + """ + Формирует одну подробную строку текстового отчёта. + """ + + return ( + f"{item.profile_name}: " + f"{item.fps:.3f} fps; " + f"BASE={item.base_width}x{item.base_height}, " + f"Q{item.base_quality}, " + f"frames={item.selected_base_frames}, " + f"bytes={item.total_base_bytes}, " + f"bitrate={item.base_bitrate_kbps:.6f} kbit/s; " + f"ROI={item.roi_width}x{item.roi_height}, " + f"Q{item.roi_quality}, " + f"frames={item.selected_roi_frames}, " + f"bytes={item.total_roi_bytes}, " + f"bitrate={item.roi_bitrate_kbps:.6f} kbit/s; " + f"total_bytes={item.total_payload_bytes}, " + f"payload={item.total_payload_bitrate_kbps:.6f} kbit/s; " + f"channel FEC 2/3=" + f"{item.channel_rate_fec_2_3_kbps:.6f} kbit/s; " + f"channel FEC 1/2=" + f"{item.channel_rate_fec_1_2_kbps:.6f} kbit/s; " + f"sync_frames={item.synchronized_composite_frames}; " + f"timestamp_mismatch=" + f"{item.timestamp_mismatch_count}; " + f"frame_id_mismatch={item.frame_id_mismatch_count}" + ) + + +def write_report( + statistics: list[ProfileStatistics], + source_width: int, + source_height: int, + source_fps: float, + source_frame_count: int, + source_duration_seconds: float, + preview_path: Path, + fallback_used: bool, +) -> None: + """ + Сохраняет UTF-8 отчёт без автоматического выбора профиля. + """ + + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + lines = [ + "Lab027D. Синхронный BASE + ROI при 2 и 3 fps", + "", + "Цель: сравнить текущий синхронный профиль 2 fps " + "с тремя профилями 3 fps при разных JPEG Quality.", + "", + "Результат ручной оценки Lab027C:", + "- лучший из показанных вариантов — нижний левый;", + "- синхронизация BASE и ROI устранила рассогласование;", + "- 2 fps недостаточно;", + "- BASE 160x90 слишком грубый;", + "- BASE 240x135 Q20 немного недостаточен по качеству.", + "", + "Причина повышения FPS: ручная оценка показала, что " + "синхронное обновление устраняет рассогласование, но " + "частота 2 fps недостаточна для динамической сцены.", + "", + f"Исходное видео: {SOURCE_VIDEO_PATH}", + f"Разрешение: {source_width}x{source_height}", + f"FPS: {source_fps:.6f}", + f"Кадров: {source_frame_count}", + f"Длительность: {source_duration_seconds:.6f} с", + "ROI: " + f"x={ROI_X_MIN:.2f}...{ROI_X_MAX:.2f}, " + f"y={ROI_Y_MIN:.2f}...{ROI_Y_MAX:.2f}; " + f"пиксели x={source_roi[0]}...{source_roi[2]}, " + f"y={source_roi[1]}...{source_roi[3]}.", + "", + "Все профили синхронные: BASE и ROI формируются из " + "одного source frame, получают единый timestamp и " + "composite frame ID и публикуются атомарно.", + "", + "Фактические результаты:", + ] + lines.extend( + format_statistics_line(item) + for item in statistics + ) + lines.extend( + [ + "", + "Оценки channel rate иллюстративны: к payload " + "добавлено 10% служебных данных, затем применена " + "оценка FEC 2/3 или FEC 1/2.", + "Эти значения не являются окончательной архитектурой " + "радиоканала.", + "", + f"Preview: {preview_path}", + "Формат: " + + ("AVI/MJPG fallback." if fallback_used else "MP4/mp4v."), + "", + "Предупреждение: оценки пока не включают окончательную " + "модуляцию, полосу сигнала, интерливинг, повторы и " + "команды управления.", + "Программа не выбирает лучший профиль автоматически.", + "Следующий шаг: ручной выбор пользователя после " + "просмотра preview-видео.", + "", + ] + ) + + REPORT_PATH.write_text( + "\n".join(lines), + encoding="utf-8", + ) + + +def read_frame_at( + capture: cv2.VideoCapture, + frame_index: int, +) -> tuple[bool, tuple[int, ...] | None]: + """ + Читает один контрольный кадр preview. + """ + + capture.set(cv2.CAP_PROP_POS_FRAMES, frame_index) + frame_read, frame = capture.read() + + if not frame_read or frame is None: + return False, None + + return True, frame.shape + + +def verify_preview( + preview_path: Path, + source_frame_count: int, + source_duration_seconds: float, +) -> tuple[ + int, + int, + float, + int, + float, + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], +]: + """ + Проверяет метаданные и три контрольных кадра preview. + """ + + if not preview_path.exists() or preview_path.stat().st_size <= 0: + raise RuntimeError("Preview отсутствует или имеет нулевой размер.") + + capture = cv2.VideoCapture(str(preview_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть preview: {preview_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + + if fps <= 0.0: + raise RuntimeError("FPS preview равен нулю.") + + duration_seconds = frame_count / fps + first_frame = read_frame_at(capture, 0) + middle_frame = read_frame_at( + capture, + frame_count // 2, + ) + last_frame = read_frame_at( + capture, + frame_count - 1, + ) + finally: + capture.release() + + if (width, height) != (OUTPUT_WIDTH, OUTPUT_HEIGHT): + raise RuntimeError( + f"Некорректное разрешение preview: {width}x{height}." + ) + + if frame_count != source_frame_count: + raise RuntimeError( + "Число кадров preview не совпало с исходным." + ) + + if ( + abs(duration_seconds - source_duration_seconds) + > 1.0 / fps + FRAME_TIME_EPSILON_SECONDS + ): + raise RuntimeError( + "Длительность preview отличается более чем на кадр." + ) + + if not all( + frame_result[0] + for frame_result in [ + first_frame, + middle_frame, + last_frame, + ] + ): + raise RuntimeError( + "Не удалось прочитать контрольный кадр preview." + ) + + return ( + width, + height, + fps, + frame_count, + duration_seconds, + first_frame, + middle_frame, + last_frame, + ) + + +def main() -> None: + """ + Выполняет два прохода Lab027D и проверяет результаты. + """ + + print("Reading source video metadata...") + ( + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + source_file_size_bytes, + ) = read_video_metadata(SOURCE_VIDEO_PATH) + + print(f" Source: {SOURCE_VIDEO_PATH}") + print(f" File size: {source_file_size_bytes} bytes") + print(f" Resolution: {source_width}x{source_height}") + print(f" FPS: {source_fps:.6f}") + print(f" Frames: {source_frame_count}") + print(f" Duration: {source_duration_seconds:.6f} s") + + profiles = build_profiles() + + print("First pass: measuring synchronized JPEG payload...") + first_measurements, first_states = process_first_pass( + SOURCE_VIDEO_PATH, + profiles, + source_width, + source_height, + source_fps, + source_frame_count, + ) + statistics = calculate_statistics( + profiles, + first_measurements, + first_states, + source_duration_seconds, + ) + validate_statistics(statistics) + + print("Second pass: writing preview...") + ( + preview_path, + fallback_used, + written_frame_count, + second_measurements, + second_states, + ) = write_preview( + SOURCE_VIDEO_PATH, + profiles, + statistics, + source_width, + source_height, + source_fps, + source_frame_count, + ) + + compare_passes( + profiles, + first_measurements, + second_measurements, + first_states, + second_states, + ) + + second_statistics = calculate_statistics( + profiles, + second_measurements, + second_states, + source_duration_seconds, + ) + validate_statistics(second_statistics) + + if statistics != second_statistics: + raise RuntimeError( + "Итоговая статистика двух проходов не совпала." + ) + + ( + preview_width, + preview_height, + preview_fps, + verified_frame_count, + preview_duration_seconds, + first_frame, + middle_frame, + last_frame, + ) = verify_preview( + preview_path, + source_frame_count, + source_duration_seconds, + ) + + OUTPUT_DIRECTORY.mkdir(parents=True, exist_ok=True) + save_csv(statistics) + write_report( + statistics, + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + preview_path, + fallback_used, + ) + + print("") + print("Measured profiles:") + + for item in statistics: + print( + f" {item.profile_name}: " + f"updates={item.synchronized_composite_frames}, " + f"BASE={item.base_bitrate_kbps:.6f}, " + f"ROI={item.roi_bitrate_kbps:.6f}, " + f"payload={item.total_payload_bitrate_kbps:.6f}, " + f"FEC 2/3={item.channel_rate_fec_2_3_kbps:.6f}, " + f"FEC 1/2={item.channel_rate_fec_1_2_kbps:.6f} " + "kbit/s, " + f"timestamp mismatch={item.timestamp_mismatch_count}, " + f"frame ID mismatch={item.frame_id_mismatch_count}" + ) + + print("") + print("Two-pass JPEG sizes and statistics: identical") + print(f"Preview: {preview_path}") + print(f"Fallback used: {fallback_used}") + print(f"Preview size: {preview_path.stat().st_size} bytes") + print( + f"Preview resolution: " + f"{preview_width}x{preview_height}" + ) + print(f"Preview FPS: {preview_fps:.6f}") + print(f"Written frames: {written_frame_count}") + print(f"Verified frames: {verified_frame_count}") + print( + f"Preview duration: " + f"{preview_duration_seconds:.6f} s" + ) + print(f"First frame: {first_frame}") + print(f"Middle frame: {middle_frame}") + print(f"Last frame: {last_frame}") + print("") + print("Lab027D completed successfully.") + + +if __name__ == "__main__": + main() diff --git a/tests/lab027e_operator_view_preview.py b/tests/lab027e_operator_view_preview.py new file mode 100644 index 0000000..cddba20 --- /dev/null +++ b/tests/lab027e_operator_view_preview.py @@ -0,0 +1,1575 @@ +""" +Lab027E. Операторское preview синхронного BASE + ROI. + +Лабораторная имитирует изображение на операторской стороне для +предварительно выбранного профиля BASE 240x135 Q23 и ROI 320x180 +Q33 при трёх атомарных обновлениях в секунду. Содержимое исходной +сцены воспроизводится со скоростью 0.5x. + +JPEG-кодирование выполняется только при обновлении составного +изображения. Отдельные JPEG-файлы не создаются. Первый проход +измеряет payload, второй повторяет расписание и записывает preview. +""" + +from __future__ import annotations + +import csv +from dataclasses import dataclass +from pathlib import Path + +import cv2 +import numpy as np + + +SOURCE_VIDEO_PATH = Path("data/raw/lab026_rover_source.mp4") + +OUTPUT_DIRECTORY = Path("data/processed/lab027e") +CSV_PATH = OUTPUT_DIRECTORY / "lab027e_profile.csv" +REPORT_PATH = OUTPUT_DIRECTORY / "lab027e_report.txt" + +PREVIEW_DIRECTORY = Path("data/raw/lab027e_previews") +MP4_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027e_operator_view_0_5x.mp4" +) +AVI_PREVIEW_PATH = ( + PREVIEW_DIRECTORY / "lab027e_operator_view_0_5x.avi" +) + +PROFILE_NAME = "sync_3fps_base240_q23_roi320_q33_speed_0_5x" + +PLAYBACK_SPEED_FACTOR = 0.5 +COMPOSITE_FPS = 3.0 + +BASE_WIDTH = 240 +BASE_HEIGHT = 135 +BASE_QUALITY = 23 + +ROI_WIDTH = 320 +ROI_HEIGHT = 180 +ROI_QUALITY = 33 + +ROI_X_MIN = 0.20 +ROI_X_MAX = 0.80 +ROI_Y_MIN = 0.42 +ROI_Y_MAX = 1.00 + +COMPOSITE_WIDTH = 640 +COMPOSITE_HEIGHT = 360 +OUTPUT_WIDTH = 1280 +OUTPUT_HEIGHT = 720 +OUTPUT_FPS = 30.0 + +SERVICE_OVERHEAD_FACTOR = 1.10 +FEC_RATE_TWO_THIRDS = 2.0 / 3.0 +FEC_RATE_ONE_HALF = 0.5 + +FRAME_TIME_EPSILON_SECONDS = 1e-9 + +CSV_FIELD_NAMES = [ + "profile_name", + "playback_speed_factor", + "source_width", + "source_height", + "source_fps", + "source_frames", + "source_duration_s", + "output_width", + "output_height", + "output_fps", + "output_frames", + "output_duration_s", + "composite_fps", + "base_width", + "base_height", + "base_quality", + "roi_width", + "roi_height", + "roi_quality", + "selected_composite_frames", + "total_base_bytes", + "total_roi_bytes", + "total_payload_bytes", + "mean_base_frame_bytes", + "mean_roi_frame_bytes", + "mean_composite_frame_bytes", + "p95_composite_frame_bytes", + "max_composite_frame_bytes", + "base_bitrate_kbps", + "roi_bitrate_kbps", + "total_payload_bitrate_kbps", + "channel_rate_fec_2_3_kbps", + "channel_rate_fec_1_2_kbps", + "timestamp_mismatch_count", + "frame_id_mismatch_count", +] + + +@dataclass(frozen=True) +class OperatorProfile: + """ + Описывает выбранный операторский видеорежим. + """ + + profile_name: str + playback_speed_factor: float + composite_fps: float + base_width: int + base_height: int + base_quality: int + roi_width: int + roi_height: int + roi_quality: int + + @property + def composite_period_seconds(self) -> float: + """ + Возвращает период обновления составного изображения. + """ + + return 1.0 / self.composite_fps + + +@dataclass +class CompositeState: + """ + Хранит последнее атомарно опубликованное изображение. + """ + + next_composite_time: float = 0.0 + last_composite_update_time: float = float("-inf") + composite_frame_id: int = -1 + source_frame_index: int = -1 + source_timestamp: float = 0.0 + latest_composite: np.ndarray | None = None + selected_composite_frames: int = 0 + timestamp_mismatch_count: int = 0 + frame_id_mismatch_count: int = 0 + + +@dataclass(frozen=True) +class ProfileStatistics: + """ + Содержит итоговую строку измерений Lab027E. + """ + + profile_name: str + playback_speed_factor: float + source_width: int + source_height: int + source_fps: float + source_frames: int + source_duration_s: float + output_width: int + output_height: int + output_fps: float + output_frames: int + output_duration_s: float + composite_fps: float + base_width: int + base_height: int + base_quality: int + roi_width: int + roi_height: int + roi_quality: int + selected_composite_frames: int + total_base_bytes: int + total_roi_bytes: int + total_payload_bytes: int + mean_base_frame_bytes: float + mean_roi_frame_bytes: float + mean_composite_frame_bytes: float + p95_composite_frame_bytes: float + max_composite_frame_bytes: int + base_bitrate_kbps: float + roi_bitrate_kbps: float + total_payload_bitrate_kbps: float + channel_rate_fec_2_3_kbps: float + channel_rate_fec_1_2_kbps: float + timestamp_mismatch_count: int + frame_id_mismatch_count: int + + +Measurements = dict[str, list[int]] + + +def build_profile() -> OperatorProfile: + """ + Создаёт единственный профиль Lab027E. + """ + + return OperatorProfile( + profile_name=PROFILE_NAME, + playback_speed_factor=PLAYBACK_SPEED_FACTOR, + composite_fps=COMPOSITE_FPS, + base_width=BASE_WIDTH, + base_height=BASE_HEIGHT, + base_quality=BASE_QUALITY, + roi_width=ROI_WIDTH, + roi_height=ROI_HEIGHT, + roi_quality=ROI_QUALITY, + ) + + +def read_video_metadata( + source_path: Path, +) -> tuple[int, int, float, int, float, int]: + """ + Читает метаданные исходного MP4 без изменения файла. + """ + + if not source_path.exists(): + raise FileNotFoundError( + f"Исходное видео отсутствует: {source_path}" + ) + + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + finally: + capture.release() + + if width <= 0 or height <= 0: + raise RuntimeError("Некорректное разрешение исходного видео.") + + if fps <= 0.0 or frame_count <= 0: + raise RuntimeError( + "Некорректные FPS или число кадров исходного видео." + ) + + duration_seconds = frame_count / fps + file_size_bytes = source_path.stat().st_size + + if duration_seconds <= 0.0 or file_size_bytes <= 0: + raise RuntimeError( + "Некорректная длительность или размер исходного видео." + ) + + return ( + width, + height, + fps, + frame_count, + duration_seconds, + file_size_bytes, + ) + + +def calculate_output_frame_count( + source_frame_count: int, + source_fps: float, + output_fps: float, + playback_speed_factor: float, +) -> int: + """ + Вычисляет число выходных кадров без выхода за исходный диапазон. + + Последний допустимый output_frame_index должен давать + source_frame_index не больше source_frame_count - 1. + """ + + if ( + source_frame_count <= 0 + or source_fps <= 0.0 + or output_fps <= 0.0 + or playback_speed_factor <= 0.0 + ): + raise ValueError( + "Параметры временной модели должны быть положительными." + ) + + source_frames_per_output_frame = ( + playback_speed_factor * source_fps / output_fps + ) + output_frame_count = int( + np.ceil( + source_frame_count + / source_frames_per_output_frame + ) + ) + + if output_frame_count <= 0: + raise RuntimeError( + "Рассчитано некорректное число выходных кадров." + ) + + last_source_index = source_frame_index_for_output( + output_frame_count - 1, + output_fps, + playback_speed_factor, + source_fps, + source_frame_count, + ) + next_unclamped_source_index = int( + np.floor( + output_frame_count + / output_fps + * playback_speed_factor + * source_fps + + FRAME_TIME_EPSILON_SECONDS + ) + ) + + if last_source_index >= source_frame_count: + raise RuntimeError( + "Последний выходной кадр вышел за исходный диапазон." + ) + + if next_unclamped_source_index < source_frame_count: + raise RuntimeError( + "Рассчитано недостаточное число выходных кадров." + ) + + return output_frame_count + + +def source_frame_index_for_output( + output_frame_index: int, + output_fps: float, + playback_speed_factor: float, + source_fps: float, + source_frame_count: int, +) -> int: + """ + Детерминированно сопоставляет выходной кадр исходному. + """ + + output_time = output_frame_index / output_fps + source_time = output_time * playback_speed_factor + source_frame_index = int( + np.floor( + source_time * source_fps + + FRAME_TIME_EPSILON_SECONDS + ) + ) + + return min( + max(source_frame_index, 0), + source_frame_count - 1, + ) + + +def normalized_roi_to_pixels( + width: int, + height: int, +) -> tuple[int, int, int, int]: + """ + Переводит нормализованные координаты ROI в пиксели. + """ + + x_min = int(round(width * ROI_X_MIN)) + x_max = int(round(width * ROI_X_MAX)) + y_min = int(round(height * ROI_Y_MIN)) + y_max = int(round(height * ROI_Y_MAX)) + + if not ( + 0 <= x_min < x_max <= width + and 0 <= y_min < y_max <= height + ): + raise RuntimeError("Расчётная ROI выходит за границы кадра.") + + return x_min, y_min, x_max, y_max + + +def should_update( + output_time: float, + next_composite_time: float, +) -> bool: + """ + Проверяет наступление времени composite-обновления. + """ + + return ( + output_time + FRAME_TIME_EPSILON_SECONDS + >= next_composite_time + ) + + +def read_source_frame_sequentially( + capture: cv2.VideoCapture, + current_source_frame_index: int, + current_source_frame: np.ndarray | None, + target_source_frame_index: int, +) -> tuple[int, np.ndarray]: + """ + Последовательно читает исходник до заданного индекса. + + Случайный seek не используется. Если запрошен тот же индекс, + возвращается уже прочитанный кадр. + """ + + if target_source_frame_index < current_source_frame_index: + raise RuntimeError( + "Последовательное чтение не допускает возврат назад." + ) + + while current_source_frame_index < target_source_frame_index: + frame_read, source_frame = capture.read() + + if not frame_read or source_frame is None: + raise RuntimeError( + "Исходное видео закончилось до целевого кадра " + f"{target_source_frame_index}." + ) + + current_source_frame_index += 1 + current_source_frame = source_frame + + if current_source_frame is None: + raise RuntimeError("Не удалось получить исходный кадр.") + + return current_source_frame_index, current_source_frame + + +def encode_decode_jpeg( + grayscale_image: np.ndarray, + quality: int, +) -> tuple[int, np.ndarray]: + """ + Кодирует grayscale-изображение в JPEG в памяти и декодирует. + """ + + encoded, jpeg_buffer = cv2.imencode( + ".jpg", + grayscale_image, + [ + int(cv2.IMWRITE_JPEG_QUALITY), + int(quality), + ], + ) + + if not encoded: + raise RuntimeError("OpenCV не смог закодировать JPEG.") + + decoded = cv2.imdecode( + jpeg_buffer, + cv2.IMREAD_GRAYSCALE, + ) + + if decoded is None: + raise RuntimeError("OpenCV не смог декодировать JPEG.") + + return int(jpeg_buffer.nbytes), decoded + + +def encode_base( + source_frame: np.ndarray, + profile: OperatorProfile, +) -> tuple[int, np.ndarray]: + """ + Формирует BASE заданного размера и JPEG Quality. + """ + + grayscale = cv2.cvtColor( + source_frame, + cv2.COLOR_BGR2GRAY, + ) + resized = cv2.resize( + grayscale, + (profile.base_width, profile.base_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_jpeg(resized, profile.base_quality) + + +def encode_roi( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + profile: OperatorProfile, +) -> tuple[int, np.ndarray]: + """ + Формирует ROI заданного размера и JPEG Quality. + """ + + x_min, y_min, x_max, y_max = source_roi + roi = source_frame[y_min:y_max, x_min:x_max] + + if roi.size == 0: + raise RuntimeError("Получена пустая ROI.") + + grayscale = cv2.cvtColor(roi, cv2.COLOR_BGR2GRAY) + resized = cv2.resize( + grayscale, + (profile.roi_width, profile.roi_height), + interpolation=cv2.INTER_AREA, + ) + + return encode_decode_jpeg(resized, profile.roi_quality) + + +def build_composite( + decoded_base: np.ndarray, + decoded_roi: np.ndarray, +) -> np.ndarray: + """ + Собирает фактическое составное изображение 640x360. + + ROI заменяет соответствующую область напрямую, без рамки, + смешивания и сглаживания границы. + """ + + base_large = cv2.resize( + decoded_base, + (COMPOSITE_WIDTH, COMPOSITE_HEIGHT), + interpolation=cv2.INTER_LINEAR, + ) + composite = cv2.cvtColor( + base_large, + cv2.COLOR_GRAY2BGR, + ) + + x_min, y_min, x_max, y_max = normalized_roi_to_pixels( + COMPOSITE_WIDTH, + COMPOSITE_HEIGHT, + ) + roi_large = cv2.resize( + decoded_roi, + (x_max - x_min, y_max - y_min), + interpolation=cv2.INTER_LINEAR, + ) + composite[y_min:y_max, x_min:x_max] = cv2.cvtColor( + roi_large, + cv2.COLOR_GRAY2BGR, + ) + + return composite + + +def create_measurements() -> Measurements: + """ + Создаёт пустые измерения одного прохода. + """ + + return { + "base": [], + "roi": [], + "composite": [], + "source_indices": [], + } + + +def update_composite_state( + source_frame: np.ndarray, + source_roi: tuple[int, int, int, int], + source_frame_index: int, + source_fps: float, + output_time: float, + profile: OperatorProfile, + state: CompositeState, + measurements: Measurements, +) -> None: + """ + Кодирует обе части и атомарно публикует составной кадр. + """ + + next_composite_frame_id = state.composite_frame_id + 1 + source_timestamp = source_frame_index / source_fps + + base_source_frame_index = source_frame_index + roi_source_frame_index = source_frame_index + base_source_timestamp = source_timestamp + roi_source_timestamp = source_timestamp + base_composite_frame_id = next_composite_frame_id + roi_composite_frame_id = next_composite_frame_id + + base_size, decoded_base = encode_base(source_frame, profile) + roi_size, decoded_roi = encode_roi( + source_frame, + source_roi, + profile, + ) + + if base_source_timestamp != roi_source_timestamp: + state.timestamp_mismatch_count += 1 + + if ( + base_source_frame_index != roi_source_frame_index + or base_composite_frame_id != roi_composite_frame_id + ): + state.frame_id_mismatch_count += 1 + + composite = build_composite(decoded_base, decoded_roi) + + # Все отображаемые поля заменяются только после готовности + # BASE, ROI и реконструированного изображения. + state.latest_composite = composite + state.composite_frame_id = next_composite_frame_id + state.source_frame_index = source_frame_index + state.source_timestamp = source_timestamp + state.last_composite_update_time = output_time + state.next_composite_time += ( + profile.composite_period_seconds + ) + state.selected_composite_frames += 1 + + measurements["base"].append(base_size) + measurements["roi"].append(roi_size) + measurements["composite"].append(base_size + roi_size) + measurements["source_indices"].append(source_frame_index) + + +def process_first_pass( + source_path: Path, + profile: OperatorProfile, + source_width: int, + source_height: int, + source_fps: float, + source_frame_count: int, + output_frame_count: int, +) -> tuple[Measurements, CompositeState]: + """ + Измеряет JPEG payload без создания видео. + """ + + measurements = create_measurements() + state = CompositeState() + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + current_source_frame_index = -1 + current_source_frame: np.ndarray | None = None + + try: + for output_frame_index in range(output_frame_count): + output_time = output_frame_index / OUTPUT_FPS + + if not should_update( + output_time, + state.next_composite_time, + ): + continue + + target_source_frame_index = ( + source_frame_index_for_output( + output_frame_index, + OUTPUT_FPS, + profile.playback_speed_factor, + source_fps, + source_frame_count, + ) + ) + ( + current_source_frame_index, + current_source_frame, + ) = read_source_frame_sequentially( + capture, + current_source_frame_index, + current_source_frame, + target_source_frame_index, + ) + update_composite_state( + current_source_frame, + source_roi, + current_source_frame_index, + source_fps, + output_time, + profile, + state, + measurements, + ) + + if state.selected_composite_frames % 25 == 0: + print( + " First pass composite frames: " + f"{state.selected_composite_frames}" + ) + finally: + capture.release() + + if state.latest_composite is None: + raise RuntimeError( + "Первый проход не сформировал составных кадров." + ) + + return measurements, state + + +def calculate_statistics( + profile: OperatorProfile, + measurements: Measurements, + state: CompositeState, + source_width: int, + source_height: int, + source_fps: float, + source_frame_count: int, + source_duration_seconds: float, + output_frame_count: int, +) -> ProfileStatistics: + """ + Рассчитывает bitrate по длительности замедленного preview. + """ + + base_sizes = measurements["base"] + roi_sizes = measurements["roi"] + composite_sizes = measurements["composite"] + + if not base_sizes or not roi_sizes or not composite_sizes: + raise RuntimeError("Получены пустые измерения JPEG.") + + if not ( + len(base_sizes) + == len(roi_sizes) + == len(composite_sizes) + == len(measurements["source_indices"]) + == state.selected_composite_frames + ): + raise RuntimeError( + "Число измерений и составных кадров не совпало." + ) + + output_duration_seconds = output_frame_count / OUTPUT_FPS + total_base_bytes = int(sum(base_sizes)) + total_roi_bytes = int(sum(roi_sizes)) + total_payload_bytes = total_base_bytes + total_roi_bytes + + base_bitrate_kbps = ( + total_base_bytes + * 8.0 + / output_duration_seconds + / 1000.0 + ) + roi_bitrate_kbps = ( + total_roi_bytes + * 8.0 + / output_duration_seconds + / 1000.0 + ) + total_payload_bitrate_kbps = ( + total_payload_bytes + * 8.0 + / output_duration_seconds + / 1000.0 + ) + + if not np.isclose( + total_payload_bitrate_kbps, + base_bitrate_kbps + roi_bitrate_kbps, + rtol=0.0, + atol=1e-12, + ): + raise RuntimeError( + "Суммарный bitrate не равен BASE + ROI." + ) + + channel_rate_fec_2_3_kbps = ( + total_payload_bitrate_kbps + * SERVICE_OVERHEAD_FACTOR + / FEC_RATE_TWO_THIRDS + ) + channel_rate_fec_1_2_kbps = ( + total_payload_bitrate_kbps + * SERVICE_OVERHEAD_FACTOR + / FEC_RATE_ONE_HALF + ) + + return ProfileStatistics( + profile_name=profile.profile_name, + playback_speed_factor=profile.playback_speed_factor, + source_width=source_width, + source_height=source_height, + source_fps=source_fps, + source_frames=source_frame_count, + source_duration_s=source_duration_seconds, + output_width=OUTPUT_WIDTH, + output_height=OUTPUT_HEIGHT, + output_fps=OUTPUT_FPS, + output_frames=output_frame_count, + output_duration_s=output_duration_seconds, + composite_fps=profile.composite_fps, + base_width=profile.base_width, + base_height=profile.base_height, + base_quality=profile.base_quality, + roi_width=profile.roi_width, + roi_height=profile.roi_height, + roi_quality=profile.roi_quality, + selected_composite_frames=( + state.selected_composite_frames + ), + total_base_bytes=total_base_bytes, + total_roi_bytes=total_roi_bytes, + total_payload_bytes=total_payload_bytes, + mean_base_frame_bytes=float(np.mean(base_sizes)), + mean_roi_frame_bytes=float(np.mean(roi_sizes)), + mean_composite_frame_bytes=float( + np.mean(composite_sizes) + ), + p95_composite_frame_bytes=float( + np.percentile(composite_sizes, 95) + ), + max_composite_frame_bytes=int(max(composite_sizes)), + base_bitrate_kbps=base_bitrate_kbps, + roi_bitrate_kbps=roi_bitrate_kbps, + total_payload_bitrate_kbps=( + total_payload_bitrate_kbps + ), + channel_rate_fec_2_3_kbps=( + channel_rate_fec_2_3_kbps + ), + channel_rate_fec_1_2_kbps=( + channel_rate_fec_1_2_kbps + ), + timestamp_mismatch_count=( + state.timestamp_mismatch_count + ), + frame_id_mismatch_count=( + state.frame_id_mismatch_count + ), + ) + + +def draw_minimal_status( + preview_frame: np.ndarray, + profile: OperatorProfile, + statistics: ProfileStatistics, + composite_age_seconds: float, +) -> None: + """ + Рисует небольшой непрозрачный статусный блок слева сверху. + """ + + block_width = 410 + block_height = 142 + cv2.rectangle( + preview_frame, + (0, 0), + (block_width, block_height), + (0, 0, 0), + cv2.FILLED, + ) + + lines = [ + f"{profile.composite_fps:.0f} fps", + f"BASE {profile.base_width}x{profile.base_height} " + f"Q{profile.base_quality}", + f"ROI {profile.roi_width}x{profile.roi_height} " + f"Q{profile.roi_quality}", + f"playback {profile.playback_speed_factor:.1f}x", + "payload " + f"{statistics.total_payload_bitrate_kbps:.3f} kbit/s", + f"age {composite_age_seconds:.3f} s", + ] + + for line_index, text in enumerate(lines): + cv2.putText( + preview_frame, + text, + (10, 22 + line_index * 22), + cv2.FONT_HERSHEY_SIMPLEX, + 0.55, + (255, 255, 255), + 1, + cv2.LINE_AA, + ) + + +def open_preview_writer() -> tuple[cv2.VideoWriter, Path, bool]: + """ + Открывает MP4/mp4v либо разрешённый AVI/MJPG fallback. + """ + + PREVIEW_DIRECTORY.mkdir(parents=True, exist_ok=True) + + mp4_writer = cv2.VideoWriter( + str(MP4_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"mp4v"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + ) + + if mp4_writer.isOpened(): + return mp4_writer, MP4_PREVIEW_PATH, False + + mp4_writer.release() + + if MP4_PREVIEW_PATH.exists(): + MP4_PREVIEW_PATH.unlink() + + avi_writer = cv2.VideoWriter( + str(AVI_PREVIEW_PATH), + cv2.VideoWriter_fourcc(*"MJPG"), + OUTPUT_FPS, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + ) + + if not avi_writer.isOpened(): + avi_writer.release() + raise RuntimeError( + "Не удалось открыть MP4/mp4v и AVI/MJPG writer." + ) + + return avi_writer, AVI_PREVIEW_PATH, True + + +def write_operator_preview( + source_path: Path, + profile: OperatorProfile, + statistics: ProfileStatistics, + source_width: int, + source_height: int, + source_fps: float, + source_frame_count: int, + output_frame_count: int, +) -> tuple[ + Path, + bool, + Measurements, + CompositeState, +]: + """ + Повторяет расписание и записывает одно полноэкранное preview. + """ + + measurements = create_measurements() + state = CompositeState() + source_roi = normalized_roi_to_pixels( + source_width, + source_height, + ) + capture = cv2.VideoCapture(str(source_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть видео: {source_path}" + ) + + writer, preview_path, fallback_used = open_preview_writer() + current_source_frame_index = -1 + current_source_frame: np.ndarray | None = None + + try: + for output_frame_index in range(output_frame_count): + output_time = output_frame_index / OUTPUT_FPS + + if should_update( + output_time, + state.next_composite_time, + ): + target_source_frame_index = ( + source_frame_index_for_output( + output_frame_index, + OUTPUT_FPS, + profile.playback_speed_factor, + source_fps, + source_frame_count, + ) + ) + ( + current_source_frame_index, + current_source_frame, + ) = read_source_frame_sequentially( + capture, + current_source_frame_index, + current_source_frame, + target_source_frame_index, + ) + update_composite_state( + current_source_frame, + source_roi, + current_source_frame_index, + source_fps, + output_time, + profile, + state, + measurements, + ) + + if state.latest_composite is None: + raise RuntimeError( + "Отсутствует составное изображение для preview." + ) + + preview_frame = cv2.resize( + state.latest_composite, + (OUTPUT_WIDTH, OUTPUT_HEIGHT), + interpolation=cv2.INTER_LINEAR, + ) + composite_age_seconds = max( + 0.0, + output_time - state.last_composite_update_time, + ) + draw_minimal_status( + preview_frame, + profile, + statistics, + composite_age_seconds, + ) + writer.write(preview_frame) + + written_frames = output_frame_index + 1 + + if ( + written_frames % 200 == 0 + or written_frames == output_frame_count + ): + print( + " Preview frames: " + f"{written_frames}/{output_frame_count}" + ) + finally: + capture.release() + writer.release() + + return ( + preview_path, + fallback_used, + measurements, + state, + ) + + +def compare_passes( + first_measurements: Measurements, + second_measurements: Measurements, + first_state: CompositeState, + second_state: CompositeState, +) -> None: + """ + Проверяет точное совпадение обоих проходов. + """ + + for measurement_name in [ + "base", + "roi", + "composite", + "source_indices", + ]: + if ( + first_measurements[measurement_name] + != second_measurements[measurement_name] + ): + raise RuntimeError( + "Проходы различаются по измерению: " + f"{measurement_name}." + ) + + if ( + first_state.selected_composite_frames + != second_state.selected_composite_frames + or first_state.timestamp_mismatch_count + != second_state.timestamp_mismatch_count + or first_state.frame_id_mismatch_count + != second_state.frame_id_mismatch_count + ): + raise RuntimeError( + "Итоговые состояния двух проходов не совпали." + ) + + +def validate_statistics( + statistics: ProfileStatistics, +) -> None: + """ + Проверяет синхронизацию и арифметику итоговой строки. + """ + + if statistics.selected_composite_frames <= 0: + raise RuntimeError("Число составных обновлений равно нулю.") + + if ( + statistics.timestamp_mismatch_count != 0 + or statistics.frame_id_mismatch_count != 0 + ): + raise RuntimeError("Обнаружен mismatch синхронного профиля.") + + if ( + statistics.total_payload_bytes + != statistics.total_base_bytes + + statistics.total_roi_bytes + ): + raise RuntimeError("Некорректная сумма payload bytes.") + + +def save_csv(statistics: ProfileStatistics) -> None: + """ + Сохраняет одну полную строку результатов в UTF-8 CSV. + """ + + with CSV_PATH.open( + "w", + encoding="utf-8", + newline="", + ) as csv_file: + writer = csv.DictWriter( + csv_file, + fieldnames=CSV_FIELD_NAMES, + ) + writer.writeheader() + writer.writerow( + { + "profile_name": statistics.profile_name, + "playback_speed_factor": ( + f"{statistics.playback_speed_factor:.6f}" + ), + "source_width": statistics.source_width, + "source_height": statistics.source_height, + "source_fps": f"{statistics.source_fps:.6f}", + "source_frames": statistics.source_frames, + "source_duration_s": ( + f"{statistics.source_duration_s:.6f}" + ), + "output_width": statistics.output_width, + "output_height": statistics.output_height, + "output_fps": f"{statistics.output_fps:.6f}", + "output_frames": statistics.output_frames, + "output_duration_s": ( + f"{statistics.output_duration_s:.6f}" + ), + "composite_fps": ( + f"{statistics.composite_fps:.6f}" + ), + "base_width": statistics.base_width, + "base_height": statistics.base_height, + "base_quality": statistics.base_quality, + "roi_width": statistics.roi_width, + "roi_height": statistics.roi_height, + "roi_quality": statistics.roi_quality, + "selected_composite_frames": ( + statistics.selected_composite_frames + ), + "total_base_bytes": statistics.total_base_bytes, + "total_roi_bytes": statistics.total_roi_bytes, + "total_payload_bytes": ( + statistics.total_payload_bytes + ), + "mean_base_frame_bytes": ( + f"{statistics.mean_base_frame_bytes:.3f}" + ), + "mean_roi_frame_bytes": ( + f"{statistics.mean_roi_frame_bytes:.3f}" + ), + "mean_composite_frame_bytes": ( + f"{statistics.mean_composite_frame_bytes:.3f}" + ), + "p95_composite_frame_bytes": ( + f"{statistics.p95_composite_frame_bytes:.3f}" + ), + "max_composite_frame_bytes": ( + statistics.max_composite_frame_bytes + ), + "base_bitrate_kbps": ( + f"{statistics.base_bitrate_kbps:.6f}" + ), + "roi_bitrate_kbps": ( + f"{statistics.roi_bitrate_kbps:.6f}" + ), + "total_payload_bitrate_kbps": ( + f"{statistics.total_payload_bitrate_kbps:.6f}" + ), + "channel_rate_fec_2_3_kbps": ( + f"{statistics.channel_rate_fec_2_3_kbps:.6f}" + ), + "channel_rate_fec_1_2_kbps": ( + f"{statistics.channel_rate_fec_1_2_kbps:.6f}" + ), + "timestamp_mismatch_count": ( + statistics.timestamp_mismatch_count + ), + "frame_id_mismatch_count": ( + statistics.frame_id_mismatch_count + ), + } + ) + + +def write_report( + statistics: ProfileStatistics, + preview_path: Path, + fallback_used: bool, +) -> None: + """ + Сохраняет учебный отчёт без окончательного утверждения режима. + """ + + lines = [ + "Lab027E. Операторское preview при playback 0.5x", + "", + "Результаты ручной оценки Lab027D:", + "- 3 fps достаточно на исходном быстром видео;", + "- Q20/Q30 приемлем;", + "- Q23/Q33 приемлем;", + "- разница Q23/Q33 и Q25/Q35 практически отсутствует.", + "", + "Предварительно выбран профиль Q23/Q33.", + "От Q25/Q35 предварительно отказались, поскольку " + "визуальный выигрыш почти отсутствует.", + "Профиль не считается окончательно утверждённым до " + "ручного просмотра этого preview.", + "", + "Исходная сцена замедлена для имитации более медленного " + "движения ровера и оценки удобства управления.", + f"Коэффициент playback: " + f"{statistics.playback_speed_factor:.3f}x.", + "Предупреждение: реальная скорость исходного автомобиля " + "неизвестна.", + "", + "Исходное видео:", + f"- путь: {SOURCE_VIDEO_PATH};", + f"- разрешение: " + f"{statistics.source_width}x{statistics.source_height};", + f"- FPS: {statistics.source_fps:.6f};", + f"- кадров: {statistics.source_frames};", + f"- длительность: " + f"{statistics.source_duration_s:.6f} с.", + "", + "Выходное preview:", + f"- разрешение: " + f"{statistics.output_width}x{statistics.output_height};", + f"- FPS: {statistics.output_fps:.6f};", + f"- кадров: {statistics.output_frames};", + f"- длительность: " + f"{statistics.output_duration_s:.6f} с;", + f"- composite FPS: {statistics.composite_fps:.6f}.", + "", + "Профиль:", + f"- BASE {statistics.base_width}x" + f"{statistics.base_height} Q{statistics.base_quality};", + f"- ROI {statistics.roi_width}x" + f"{statistics.roi_height} Q{statistics.roi_quality};", + f"- составных обновлений: " + f"{statistics.selected_composite_frames}.", + "", + "Фактические скорости:", + f"- BASE: {statistics.base_bitrate_kbps:.6f} kbit/s;", + f"- ROI: {statistics.roi_bitrate_kbps:.6f} kbit/s;", + "- total payload: " + f"{statistics.total_payload_bitrate_kbps:.6f} kbit/s;", + "- channel rate FEC 2/3: " + f"{statistics.channel_rate_fec_2_3_kbps:.6f} kbit/s;", + "- channel rate FEC 1/2: " + f"{statistics.channel_rate_fec_1_2_kbps:.6f} kbit/s.", + "", + "Оценки канальной скорости иллюстративны и не являются " + "окончательной архитектурой радиоканала.", + "Mismatch-проверка:", + "- timestamp mismatch: " + f"{statistics.timestamp_mismatch_count};", + "- frame ID mismatch: " + f"{statistics.frame_id_mismatch_count}.", + "", + f"Preview: {preview_path}", + "Формат: " + + ("AVI/MJPG fallback." if fallback_used else "MP4/mp4v."), + "Следующий шаг: ручная оценка удобства управления " + "пользователем.", + "", + ] + + REPORT_PATH.write_text( + "\n".join(lines), + encoding="utf-8", + ) + + +def read_frame_at( + capture: cv2.VideoCapture, + frame_index: int, +) -> tuple[bool, tuple[int, ...] | None]: + """ + Читает один контрольный кадр preview. + """ + + capture.set(cv2.CAP_PROP_POS_FRAMES, frame_index) + frame_read, frame = capture.read() + + if not frame_read or frame is None: + return False, None + + return True, frame.shape + + +def verify_preview( + preview_path: Path, + expected_frame_count: int, + expected_duration_seconds: float, +) -> tuple[ + int, + int, + float, + int, + float, + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], + tuple[bool, tuple[int, ...] | None], +]: + """ + Проверяет метаданные и три контрольных кадра preview. + """ + + if not preview_path.exists() or preview_path.stat().st_size <= 0: + raise RuntimeError("Preview отсутствует или имеет нулевой размер.") + + capture = cv2.VideoCapture(str(preview_path)) + + if not capture.isOpened(): + raise RuntimeError( + f"OpenCV не смог открыть preview: {preview_path}" + ) + + try: + width = int(capture.get(cv2.CAP_PROP_FRAME_WIDTH)) + height = int(capture.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = float(capture.get(cv2.CAP_PROP_FPS)) + frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT)) + + if fps <= 0.0: + raise RuntimeError("FPS preview равен нулю.") + + duration_seconds = frame_count / fps + first_frame = read_frame_at(capture, 0) + middle_frame = read_frame_at( + capture, + frame_count // 2, + ) + last_frame = read_frame_at( + capture, + frame_count - 1, + ) + finally: + capture.release() + + if (width, height) != (OUTPUT_WIDTH, OUTPUT_HEIGHT): + raise RuntimeError( + f"Некорректное разрешение preview: {width}x{height}." + ) + + if frame_count != expected_frame_count: + raise RuntimeError( + "Число кадров preview не совпало с расчётным." + ) + + if ( + abs(duration_seconds - expected_duration_seconds) + > 1.0 / fps + FRAME_TIME_EPSILON_SECONDS + ): + raise RuntimeError( + "Длительность preview отличается более чем на кадр." + ) + + if not all( + frame_result[0] + for frame_result in [ + first_frame, + middle_frame, + last_frame, + ] + ): + raise RuntimeError( + "Не удалось прочитать контрольный кадр preview." + ) + + return ( + width, + height, + fps, + frame_count, + duration_seconds, + first_frame, + middle_frame, + last_frame, + ) + + +def main() -> None: + """ + Выполняет оба прохода Lab027E и проверяет результат. + """ + + print("Reading source video metadata...") + ( + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + source_file_size_bytes, + ) = read_video_metadata(SOURCE_VIDEO_PATH) + profile = build_profile() + output_frame_count = calculate_output_frame_count( + source_frame_count, + source_fps, + OUTPUT_FPS, + profile.playback_speed_factor, + ) + output_duration_seconds = ( + output_frame_count / OUTPUT_FPS + ) + + print(f" Source: {SOURCE_VIDEO_PATH}") + print(f" File size: {source_file_size_bytes} bytes") + print(f" Resolution: {source_width}x{source_height}") + print(f" FPS: {source_fps:.6f}") + print(f" Frames: {source_frame_count}") + print(f" Source duration: {source_duration_seconds:.6f} s") + print( + f" Playback speed: " + f"{profile.playback_speed_factor:.3f}x" + ) + print(f" Output frames: {output_frame_count}") + print(f" Output duration: {output_duration_seconds:.6f} s") + + print("First pass: measuring JPEG payload...") + first_measurements, first_state = process_first_pass( + SOURCE_VIDEO_PATH, + profile, + source_width, + source_height, + source_fps, + source_frame_count, + output_frame_count, + ) + statistics = calculate_statistics( + profile, + first_measurements, + first_state, + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + output_frame_count, + ) + validate_statistics(statistics) + + print("Second pass: writing operator preview...") + ( + preview_path, + fallback_used, + second_measurements, + second_state, + ) = write_operator_preview( + SOURCE_VIDEO_PATH, + profile, + statistics, + source_width, + source_height, + source_fps, + source_frame_count, + output_frame_count, + ) + compare_passes( + first_measurements, + second_measurements, + first_state, + second_state, + ) + + second_statistics = calculate_statistics( + profile, + second_measurements, + second_state, + source_width, + source_height, + source_fps, + source_frame_count, + source_duration_seconds, + output_frame_count, + ) + validate_statistics(second_statistics) + + if statistics != second_statistics: + raise RuntimeError( + "Итоговая статистика двух проходов не совпала." + ) + + ( + preview_width, + preview_height, + preview_fps, + verified_frame_count, + preview_duration_seconds, + first_frame, + middle_frame, + last_frame, + ) = verify_preview( + preview_path, + output_frame_count, + output_duration_seconds, + ) + + OUTPUT_DIRECTORY.mkdir(parents=True, exist_ok=True) + save_csv(statistics) + write_report( + statistics, + preview_path, + fallback_used, + ) + + print("") + print("Measured profile:") + print(f" {statistics.profile_name}") + print( + " Composite updates: " + f"{statistics.selected_composite_frames}" + ) + print( + f" BASE bitrate: " + f"{statistics.base_bitrate_kbps:.6f} kbit/s" + ) + print( + f" ROI bitrate: " + f"{statistics.roi_bitrate_kbps:.6f} kbit/s" + ) + print( + f" Total payload bitrate: " + f"{statistics.total_payload_bitrate_kbps:.6f} kbit/s" + ) + print( + f" Channel rate FEC 2/3: " + f"{statistics.channel_rate_fec_2_3_kbps:.6f} kbit/s" + ) + print( + f" Channel rate FEC 1/2: " + f"{statistics.channel_rate_fec_1_2_kbps:.6f} kbit/s" + ) + print( + f" Timestamp mismatch: " + f"{statistics.timestamp_mismatch_count}" + ) + print( + f" Frame ID mismatch: " + f"{statistics.frame_id_mismatch_count}" + ) + print("") + print( + "Two-pass JPEG sizes, source indices and statistics: " + "identical" + ) + print(f"Preview: {preview_path}") + print(f"Fallback used: {fallback_used}") + print(f"Preview size: {preview_path.stat().st_size} bytes") + print( + f"Preview resolution: " + f"{preview_width}x{preview_height}" + ) + print(f"Preview FPS: {preview_fps:.6f}") + print(f"Preview frames: {verified_frame_count}") + print( + f"Preview duration: " + f"{preview_duration_seconds:.6f} s" + ) + print(f"First frame: {first_frame}") + print(f"Middle frame: {middle_frame}") + print(f"Last frame: {last_frame}") + print("") + print("Lab027E completed successfully.") + + +if __name__ == "__main__": + main()