From aba47aa20511784da372cd6e9898ee039037e879 Mon Sep 17 00:00:00 2001 From: Janis Hutz Date: Wed, 31 Dec 2025 06:51:34 +0100 Subject: [PATCH] [NumCS] Add short remark --- semester3/numcs/numcs-summary.pdf | Bin 1445850 -> 1445987 bytes .../02_piece-wise/02_splines.tex | 1 + 2 files changed, 1 insertion(+) diff --git a/semester3/numcs/numcs-summary.pdf b/semester3/numcs/numcs-summary.pdf index 5913fa8e369ddc0dab891a70ad8e9c67d4a2f6db..1e2d65e91b03d50b8cbd3da66661945c8eb30892 100644 GIT binary patch delta 69391 zcmV)tK$pMTpIGCdSg^kk0Wp&i0x6T}5Hkka)p{S_?vo-BHGfXC+C(6ARuJLwrgnbF3*PkIl9X(f|D%x8BoZUAo`LW z#WdBZXoA~2f=al%Km>E0qNmZa0ZWOA>J#&g(K7a4cvuWEKo!xH% zI2OD7V@epfOzlD8gmC9OJI^jpz!l};he)O2y9k^vyyp1k>il|P&oFm4H`j*(K?MSH zAsrmevC=jU2Y+X3ufbzyimEm3%qh!!ityy(m1Zv>#9HM}00L$-%hx_=-o7+zCwW-H@QuIO z-FwCr7D@sGg*Er6W4DW+N5|WGZJfO5^0IF8ap#Ab(;e(842IoA<=Uy0pOCYq{lb5I zlAV2hE!$YZv{Er9C7FMXmUb9zM%^!0>1O3{^hcEkv@E*%al&Btq%ECrX^MX6+!+5! z@U;g<5KL0}Kkv)Imy}taf2{=+yuTJZ0FjWeNLqsD@f+%{=kA3})PC;20Xwf@C9|0m zWeNeslm8tc1hel1Mw8J46SFoRwhsY}lkF`c1RImGV6zi0n*;)rD3h=OCVET?EeBfJpJmE#BEl8bKAxd z{;pqvexoMl<=ziSr!%eVHcdL|*s+^->h=RgK@uzyR0-0y)OPyUyL&I-0X%>dtu&n` zGl@kW4|{uW&px}i2bx`HH2d=G`J1!Pe=B)bkV12vy}8O{K{VBwDI_V3%HCXNZzq4) zF3WW_pDoU(LWs#X<>qE}KIQp;&6=Zo7Fn|J$3d&wlgf?C)m`w51u_X~zi5i)_9; zd;2$bx)4%@)Sn5C4a1 z?aIrlF5Rc!;zVxi+g;axl#Uwbj1r?n#);;Bq`Z!~h^kE)$#o8+u&Z{J=*ruvlx%Xj zUC(d&dVEvX*Z$+oYx`ohDeF7b4cC@0#3$B6s&{mH>sIQZ8V_41@voH0`m(GE)`Tw5 zoaDKJF4_5Yoq17}gDrgYzsO9(4idQ?HbE%Maad&GMN|nzG|^ChKdN+7R!vj-$$P!A z8c9YB1$`(iFh92ccB)cBL7%7`wotPv7mKp~{P*<=M(^4AZV<9u5N-Hzg8UGFz#%Rd zu!0h6LrNm)CoGMecE*y?9OgpN)IcW(nJL)5$wBT&7DO-;4>B|Y`;(h|@{8o8;xG59 zN#%sX^gVh~ugk@MCd_HGS}aIdcZwoDAZ~WHZgXM3m6uh0y{)gUy8EL))rK&I>Ijm{ zJamoAM4uGl3I@tRSD339#*;<;Q$!cibx*olsks0gl>l^6t>a{|qhx&nNC>cK|7iP% z0*ofNm?1pxw2%S;J4)O@JxZkZoxe{gEd8cG(0Le1$zp|nhh!bq`COO-od=vsE=5gp zqf))^tPw?W7$Xj~c)LDSLKP5fH>Qek4-1D*2PHI?HD(ozO!#ee&M&Q8;VhTk7+l~Cm)h20X?Qm95$;8&S({yOI_atb)Z#wnf&SOcP_f{LCgU91PSz0P#!v(Gi zpY5K1*oQR32ru;0@lnMmm2VMu?b3bxBl31TmdTlsvK^uhA)%abV>%3>PBaSyQ}LJ~ z;9NNs>dQri{!x1Bq@TL{@YKb6w86(Jl1x^F5;-z8UwM zZky{_aM;GluIjNlxlZpczkJ=WKc6+$tCq?$e*|A7K?sBS0Q1jV=KrWApMwB>aK-O+ z!!M8*v$}SQNFZt|FS@|sYzJ(r{B+9^yv66`!`2($hYwX_f#&hH6CL+`P-3ufpUx3~ zLNhY#nOvn7lOznr?34{Y?rwDyo9sN11h_XVH{i2vbLmX70;o3fIDd0~Yt2~N1WWKH z;3I5kQc(WMKIBlR_G}qiNWmU869QIo4@JJWndsQzjuIeP0Z4K9BZj?$sU!vn4J^na z_w(@QgfvP74Ehwj2p)oE?-Ka=cB(*s8ni zKfk-a`sIAa2-Iz|Gti6~!LT<9HC^tC7We^5 z+nLZy|F>Tr9t9~k+1XWg_R5ZLZ$zOaOq75JVJ8Y{aFVbB_5a78=Sw$DKAhbD8-z`f zyD(UBiUL{z&V$GhdXDzJs}$;g_<-)RT;DqP2{;3I8-!UH9BeaMY(0U{=&M}^r?!XF zwu`Sa|6iSTs`(W=jh5{GIROJ`lRzRmx;viith9D$vd1xYW;%~NuoU7-u9GA~z*LJ= zu%n|Obi#B(Gv!BcIILrLZbjFX^{t^3lX~k;EAX=qjshu1z&MT~S$Qvi(S=_v?lJtn zT9(h8I2&WfpS^PjOv4Qjqkexb#t^az0eCJ{YTn|1Ia^($=jP_E+N7C`V@j!cQ3bSN4%#btK&!6jV_Cp_)!+;b z&eFR9hEv2t*`-pP^9ghFh^`E@keCX?fgBX^gbm08mo4wk0Xtzy?YJ6)R{P_M0)Kr| zUf>km+tAbvY?Si-Fl|+O;?Ff(kNddkVpPM->r>`yh)tI16AlJ{lr6Czy33v?o_*`c zE7%m!47u6I)W~tbB+;E19L6{2xtOf0>ydkP}K>UUTVJO#DPju3FPVt{fjnFs|y4ZtbMa{--i3qcfEQ7QANq5^8nOc4oh zOS}RoDilSer!5PA%Cw@rw!8L!K+ z?u5=AVmr~2wMut427Dt_^RC*sHC|eTpVh0#aTI&7G893eQOtZ(T_=%OGoFrUAr3o4 zR!U8ZBzWEpf#(xB`Z78bKIQPCst1GJ?*OMbM;xc<+=BgodG{`1b6BB?mL_$+*0uZK zZ|ctBqGwNws=TOtDCm0YBSy2kI~zb>A*uUV;pqlYM;EV7;hoeZ=SMkr&cS<}bN8tz zXKZw_C^{%-40v!1T=2Hg0P9dx>z(wrWCwF?Q3P{sS1q_#_UoIUB_d%0R=a}5Po(ikpH?3n2@FFLsYRqc z9%sSwFY-gdv4M<&LSn?Gjlms`jmcwTW4+`IxtE-O5mCOBd*CF+#PGV0g+k;+0o?rr zhCe1S6yOgR;LnVrVW@N%4)xJ+*pqn@9)=}54v3O-8xZIN;y36IjqpA-c%p+RgF~L* z$HC)=09GRp_0D;jiTCyG5PRX^SQ_z@xAx=o);R8g12o3hNqB4K(fnoC-X{>4-I5*i z)?&4PamW6qx-RQxelxrBJpcV_*a1lyeE|2|>^w!RY0AbkFnAgR%t)Tc%XB-Uh+FD_80-N}i%)=F zccmpA4U;G0n9H?w*I$O>Z1+hwRoJ|bR5CRkOQs$M;u9yjlcJ>TA?G2b_HxEYbB@Y? zuw2jmNsT*k-Bin^&orHaIM@bxH+}a-RW>1_;kPPI6JAcMy$!vr)?h(H-t~3qqMp#) zCcYW7z6@#358=v8xbkJ=B=$asPx-Av)^-`p@oYE)?a8-RV)SMUfA#LmMOn>nw)J(> z+&7z`9v)nm)y0M+S}Zug2Z9aYRmkaoxl2YGC`+E)4`f5hC(4Er3A9K?RRnaPC=OmD z+0$@1tb(a{BYibQ<2i3s>$5cWaqa`*F6!U;G<073S-SgHRNMW|O%=L3#vHl!vP*hB zc;zSRSc*krmaW#E{@clJk2Vs)IYEpT88G{z;L)`Ye`i4nzy5S6RG^Ycl;ypDGK{Es zA}EvisKL@gvn-^erY#`@hL;==4&;)h?-c3oJ)nXX-R0k(cOB1rzxmM%QWy=;-Q^hT zXorD@&|~W4eyRbJDKLDbh5V@og8d)^p$-m2K75`u)xhP@gn=R9EKVe$$jZjL{Zf~Y#aH1N8(bxK$p+( z6I;n`j#sCVfBA?CqtUEPb>UzGfF}U|cjtlv9lOLcbejdYTmdCJx8BG%v&|ZV7#~x& zhVTY#k!hIdFjL=~4G|q{&sg5EAp?dOr8jVc>s-mGoCs(OFT)-9V=433Jts zxEp=MT7r2h*i)?~AbqC0l@T>`h)%-g=y+s#A!;*MQ*s*88PT*iuU-TyE>0)btc@#=I@}~~d$%uXcAJGyzfYE>-qD76xk8xW4T3YN5xy0`w+!xJN>=|xZP60sujuzG81{YrNI9yt^OlM+9LB-DOB9AAG-@>rZ&S-2Mf*0zP8EFxGZal~>4h zyvjZ9K!KfqtQPlI;aFbo|L({G4d)T|i={*PWZOhM=-GG^?`MmFCS=Q|?8yeTDV}*q z@pNs!uV(J29o$YG(z@c=wju5lg3*`d(p{UPoD^Igb>FRN-1D#J>*{Xv%wNyKTlE&H zU}IBH$akkG>+m)jJhu5*`M2dXm3_6I<6X_}C3mJ$eN!Bpl=Z-9+4lw9t;_jrQ(h)> z3)-DBwwffhFGYC7%L)fy%gCdb@&H42-FZCIO7+^Lvd3-QS6&I<^JB4)c9^2zJTWUO#Sa)dZJLK z5B&cEykUpClMg=#YYUnP7^^OIerDwiRv3@Wp+rA`zmyM)IDU)B%xB0MT^Am+>Jg;2u2f`znZ z-d=y^%A!*DPZj+?p>8$PlPJ0>0XCCi1Sqq6x@-&t?k_Y^lj_DK1N|_flM$K}vn9u) z4gph>$<-qSNL^O*v+&i86ekc|HwoW&x7}4)MUwf`f)H&8d*+UK*Fd`G-?;gdx*w(d z3(erZ^|Pev#}q2UYn(XsDCVraZI@wyj>LQbyb|~VbBgzAoTXLn_ph9?r0xs6X$1nsqm~5$CIkTUApf^21p(s}EN@%W(mVPutB=*PZIf{zMwolodx8}JNwLx1 zm#d7w|GAGGq#hFgf32O7XO}q|0V)ABlVJoXw~QJA=oAEx7stPsc`pGV1kdZ>Sht-o z0a^zFIWUu91Sq#5Hvv2jEVjOl$~9bGtZu4h`?D=S#3^^u&7_t@G5cdQZ&1`ff8YhA z%#iti1HuBrnumx*0k?=n0=G1mLN^U6muY$eK7UyziNQ2py3ze~qXAmIu4wh=lP_PM zeEOB-l_O4bUA?@hq$8T@$~Z}!QPs=y>eb}C+eN*apUtjMr$UIyxAo@o=5)&K4~j%VLgln7_5Uqj6WYHC8Y z!1wFw#mV<4G#{}Q*@%@Tmdna84w`Yq?|sv#N3(jbrh>`I=kbZGG$u$`|AY&|jjljI zDiNnFRx??(S5rpKL6V{X}oqx5-h!mola^kFQ2>(Z+{V63>F;qi!8S7n@ z+L&?-Ahn*)0W(AiSuuu&M0X1Eh9t3=p(&bivfE5f43a}xl~t;Xq_l8FQae5VU1??@ zBt%FInkk~SYe@XpuEbbP6ndwfB9wD4F`--$<{bLSoT^rJbpZ(plF^-g%80SNeSbN$ z@t*~;WQ-DnnZI8vToETtx0U}cu~}N8oT;V`lh)-DI?$Ol;pikRG9@Q}IpuDGHHr0y z&t<*b)XRc+YYO7F;+kl5FAy)ux)%{URV3DUTQRU&^aSlql`UGq>aN z%#?)OyB$%Z1adSgYFZL$%gh1w zG!Z5;OP0op=TLJJau&PyNnx%q2<0k4G>bNymKf@p$qEw{C&n{IC=y zr`!vwfV>{wC-yP*NoTx%K%aD{OC9jY2q025HCT*IC6ZV!Ah%;>{qaE-x$zni6&>F{ zLR&$VB)s|qRkS#k`>c5odk_~bR9si(bk?GPlv5xFk5*&%MQJgb!h$k|g*RHSUzROK z6%0W_%IUMm77e&eO;AXbAAbZDRSPNt17GXWXjtero7D~q3a>#Ejm*+1UYy< zWuFvCHA_MgmNe*fal-WB%U+r8y6;+Y@Wv@#S;AFRMK7Y^HmYQ`2?Hk~jwTt+BHs;g zF{TYbpRv?9@KIa2%iux1cDOu1hX~^plTC~+%7Z16@gNXZs4;;U>wi^WLyZqGmj=O! zh1$dX3&WE3W2!(KV}nSPq${5R1Ci0WbY%k4b%r_TlltA;q-!g9G2FmcB1X8bp~?H} z2?_?$(3ANt>{JwX3L45V7&Rz{J^nodl2xsDU-0Uw4x($IJt$?F>;_@g8a=g1xn9FJ zqV0V2o&L$z1azz&-hbf%|6?>HX{KL&B;@9&5FV-Lr5Om}jR7Wsot&3-0PS$ey9m2# zv**1wYSR#!Y<6ZC^DbH7bd5$S;gTPupX4F>DOUQdJgwBY2`$bKH+J%e)9_IeQU9*P zP`E7g(J-Q+Q-BzFZYp|FBn4}0;6qslpLd^>VeYVKx>A-eN`I-q3ivo0K9AP2EBCrH z#g0pKON#BfqJ!&-mEe%W(0s(i`+xdAT%x^ou5vE@uFMK_1}X`9{Ien_7)CLq%p?tn zY=jl?+>B?1f%<^5e+VzQh0+j!Qcxbu4)X%uCeTuc7hDcX;?-%8w?CAbg$gu{su!fx z0@5Xd68pIVnt%Fp6(H3~7?r}Xe6fE*bmjk8wZhX+-@d;1m$MlosJpICz#;hJpy@3u zCS$QJ!Z0jE?s{7SfB{Vf*NI~hXeokO;2vJ4*V}@#>cqhRW6H;;QXxng*j&q$+7=pz zcPaE`OT8_LJ@B+rQEKQqD@(oE(vJPz_8=C3Qrpv51b;&9Xwop_XTLnX3M!Y?$whVY zeVE_gjG`nl3L+5y1CRW38vpX|XN!hQJye`N6RoKdghJg;wS-ZSf$dFnUFBA(sg&vj z>3d$o7|7*(Gr#e%4{aub0O~#~g7Ng3iCd2*+Wmez#Az7bG!63mD*jtmomx?3r^n^rh@}-`kY0g3-HO&Fj_l+u3F{f0ubpU7rrN1`MAnj%6Pyd{qRn5>7_0 z#l9;nKv*mRwVKs>_W9sK{`XSk9v&-(=z(%1@byqL(5YFq&l~&ns@R%p!+^Pd!qA!S zYGzurpEBC^)_zVIgyNb1(9MTQAD=aarKlqmtAEqBIEBZ1P2K4*A?B75{;||PG1?w9 zv$8j{gHT35fhhYF5vzMdu{6Ol0YCsgw_~x3EILEW4rn>}(rJ)m#)IxRQhu-ob-zKK zHyE6SAeiY}$HVNcNh*1xZ9Z#FQ+crk|HHzZ(P zVSiOMf3W`88J6{7LT2~HHytH5?1->!Z0zG?9)B|CdHh}KBCs$6#VjbwKU7q-G-x06 z3`7PqyWtY=46xzd^vC`)G#sG1QRcA<;vCZEE(cdhUaV zL1!^G9QDT#IM9)y#BlkLsQ-uD3Fu)pczb}#41h+mQK;rw-}0OnVJ`D2D;9nS8y8@c zjQ5+>lrM#et(<7?G0OXcR3=dki%eyRleU`@hmh+I*0sbU2^)m z`?NH8C0VV@*`{GpJzvgWM|Q<1_WEXdUaw-=pYU|KKD(S7JZCks4)N3oQyZNvT&x~Z9EM4Q}IoRj{IP>CndvbRP$;84*^Npmis1Cc_qW z2CYk5#*hcD)QEgx7$JA=0Qnl@bxX>xC!xl8o$bJscnw(B$y@rm0ex|PcHQdE{4ipm zxik0Z{_|r%3;leI`AMX9=BMAJ3mGW@(h%e^MB}vBvk%_V%JkO}D}SqC+$EfM584me z*J5F3>$rU_%(LWRZf?~>h7MC(i|607e7oP&7Qps}{8NX~wS^#MeQt-!%B&x;R2lJY zN$i2AmC7=+-j=1_w6tS)w;gywv+hx)c}%-5tgZkMmO=G`1? z-m^w`?Rz`KF$158Y+z|yOE%g2ozDA^LcqEqp<`>~f4Nx}G>L(u%114E$YAqhve10) zVV1n51w)Y%4@#Dtxsd+i>!JG(vg9o(__9nLV#&olEP0nVhA5?TOFoc`19PlY0A^)V zE&V3HD!-R=g#so6ORZU#oP`1&fBWjZ^vdLQNepASdCH+mtWP)fDR7MU9FFt(`f61- zx=2p)ZTFX_R!&y42%*ilINKM5Pbz8b`?OjnW1;gWodCT<-xBy zEcHfoQg22h(t78~Cj;-8^v;g0mXkF(Cj%CutZ%d+hU?K0d39rYP@}BY2Tlj;2AqU} z4W%KOvPSd^j1_w*_9?{of2D{#vyNCFkq1>}^I!^m0^>JKc48j>gaca2%5PVLD*bFQ z6Y}#xJ{JeAiRR`vW6Kcqdp*D2lmk30A8jX9HF#GX z7KU8c%S{Azp5E4F5j)*|UzT>pCi6w}cCZ|)`sdqvc^9{NR(0Fg`EpaQ-ZsS>7#F|O z69_-QU8On!F^00Qe_l2vS1~igN9amghUUY$SuX2kL*Uo>sv!`dsV{j`190Be^G#EJ z_v?IpcG;X-_lGTL$UgOZs!m0Zr3I+VWc{w|c*(@=@;qYPR3{(&G!ApM_Fn*euQu~v zBEHUWuAcz^>hoE=pQ2tZn&F~1rYsem;l94c>=yRe!c^DmP4#S!}L zdf;Z-w#xPPG=K*)0!W`x+AzfRWMyNQS4lN07$y7IAEs{Pr0FBIT%ikUrc^z3?5Utiz0K^qLBUN_$}?eVwZG+w`7-Ynw7y9Vu746?z@feymiRT@h} zgAw5zALX;tme}Gq0}Mzx<5YbL%L2?TnSV*57|CUl%yfDmt1)K z?&|OXo1;C>#{Ta!>pxIV2lOu=(eea;>&yAEE5FQ0DTmE<$(AzMP`_8`FXwS024jms zXs8Z5+?#hJdT0mLn1AM&bkS+{iKD;qnRxqu|4ckD9#L(4#Rr^;--R=Ep`Xx!JWswX z=T~k|#y1Y_yV5mL%5V6)kY_AYf@0yCC~n~-`4hg*5Y1e=!HL^or$=sZ612IHDZM;+ zO_YG!AboP}y;_mY$@ESu<$I#wB|9GPiQ-A8!I`=7SDURC&3{c3=fT#gt*yh?zlFQc zqOI#~9w;7m_n2~o$&Wdm0k}>2)Tun3!J#88@F*2JpGzpI*izq?Z1Wk~vTXaHElb_m z5>E*YZ5RF_5*l={#M5vanjK1LXey;TLkSH`9KL(drFg%LhA6btOlk``ivT8^_d5UW zEP|!0*)qE73q1hD`KAS0>*Q*F@wNe_0aLx3Z?_Vq4_)A;v~SqpvmvYh*V5SyYKU{4 zQ!u<>j+;ZU)2!C?yBOF>K^=6LkBb5te+CNp$v#eQh)s#tZ{8FQ_{G5O2X^}c>)u>L znH$si;mCza(DAQ@Gbaku;1`{9V)!}(m?ywJzhv8eBEg1FW&jk+)MmPcq<3jZeFG;WXU#o}rHo*2s?l*2o6djG~(I)v9GwBcB}AaDQ6LhKv8$#~_)VePX zOKWK7`qz>%*j|Jn_VL{Vv}smrIN*J?*W=ZFkGI4D4yg`Ft&d=!)Q*7~yFw6fK3wdm zf`ia;s!eC*IoSz0mSPCa9R&FWe-eXU_~uwI+zxr+&<2jio9Xz+b~7D&Ixn1dFSg{Y zXRZ_-yA$q!JJ=3ez*zrO*@LX0dK@b#kG6ujm#}lkz4Y->easd2gO~YxaZS-HuqB3! z>$`f9kaAPRV~T7g;W#Mfuh(ma#G2=yHh5c^e&_!exi@#93T19&b98cLmnDq?A^|y* zVFW0*aE$`v5-ETS7-^4|R(I7+>w5J?G-#88gWW8^%D^H1Oa1e&y+RVIPyGJ_1ZLEi zaRv+%w~n9!Gz=*NzJ^e|Djth<_g;{?z)~i3o1ZF3;qd(wxq3EX550 zhwH2Yx9h9}M&T?8=3DYli=T>xZ|?X*y4?RUoJ49#6jOlgO8e41|IoGXRN5jE=?b{!Fr&a1c^ZyIGrQ5@YUwj3(Uwj4$lL0c9@ox($ zw~`MBJ_#!cksE@f7wd=SOS2AfHk>KNRJhG?$sy9%s@a>S_TSIE{6ZZI|0~0&{vU_> z7zc;?7zl^@7zu~^7z(%g7z=_k0W_0g1Sm)CTy2xvwh{h*zk>Nx-o!%iPSTysw6WvF z$s|+Pm$XyIA7qKAV@~3o^%BSTrGLE--XxF$CE0hKWZKNw76^jC?qad~>;jkUObbDO zcv_kVnLoK%+-}zOISUmpCr#Z>YJ9;orTO1)-ZZUy^TimgCRg?Hk$e7T+%~?;uQ%(v z^Vb*OoPBw5_V$c{TAHyPb&RmG$|j4mSFdR{#k+4ZN<>v=?`+EjT53YIKzW|MJbQ6Q zI~=QwF;XeTW0sXBidBwfLG<~EF_8Oz^w|X{(nY>$r>3CuCs*~Gb3ya>tE>8#(erj) zFK_XN<~Q^4y18i$**&S!Y{W{Us>1dDU9-Mw=9dtOP*pyym#*N3LgCtUk(Jt^OYcI=^0H|^zka^-1%Ydn#b zX-u+X`dd?UI#B;anZCmeuLBuBQAM2$FxpNAukwknm6?We86qw-P9Yb@ARkce_3b(# zL8v3;S=0!lFgM;CN5`_BT(w5+)@GV${_fn?PV1I<@djR=PitR#V-ye?$MVK1?Ale2 zHjOn?KXmXo6ES$F_ECpQ-^^ytC%bnr!nfC>hh*P82vJLi$nH3B40`H72yKq)~ST(YlJY z?(yeFXk|XRS-Iwr&aOEx2?se$5-N+Jrkp1_W}Ij#vk|DIelhaonn_XhYQ&YyKLsV6 z=WO3faxKw&rVBv3Aw&e<})V ztTicx4001JAz>JGQS=2Y5ktFY=GU=IEG91Iyr(F`xE!3;(KqN49m30SA!iEpCkogUR|aMq^0#gSfA!6 zy{4>g!AEQd?)1T|YuPEPE0Smi?tw-`W_jzl;hXsSiH##u5^5|sRv@_$RlWJp}-9dFu zN-E{n7{F|acGj`UVaK+EQ!<8A#{7Mro>9CRp3#%({+i05|W3oa5z;o`iM`EuN@ z;%r0Tqm(;;r(Ja1gCGUwRuIi}Ad{xF36Tsw8AT1#x+Efa(4XWIQgd%u9C^8*N|1{C zfFiY21tSGqttw3XaZm>spnfTOIuH-I?Ms)WVBUSpgw@>5KkL+fnsPlHs|3LcR8;sb z$L*uuRP{l@0ns#G@7=~wXHUPWi(4;w`4{G;+Frso9uAvz&hoTO3e5{W4RTZM{ z>IChRM0J&K*#DQsFdWCbw+T9+52X+vNyfv9wit>R^oNO7QX4uyoMcC`;?^5rRgRJim z<#|3$w$o1$+-cPdAQNi##${xEtQb%$qQRbgC3OTd41FB}*8lHi5$`{yA|%0F1XOkinZ$wk@6 zPn~XQq7lAnK&D}!f<^ie44Qso=6*k+L~$&XxJ$*yiZEGyRDL}Xmk7eqJHitx4m;wK zP_8g4B|Iem-zTV(kbp`>$K5R_fhkmfad_;^p1>p(rx~l|V7_M{3(cs@LKla!(EaqY ze~Pov*+?-WxXXYGsk^dZ2W7!O0vdOG-K#j4+3n?bCFit4LxP8;Jd}6kA8U(JK_X0w zS%DlOO9)$kSonmag)cDsvvGUp_tWk+?zdUo&g(_puHg%U{{Vb&1@F!A5mf}j|$)!R%$?2vQNe+==CP)`Y>DU=M8JSaKCQCHfd6);xq5!m1XbQ&!$j|SWMG1WgP58rR zQF@zY1&7tbFU5G?M?Lj$6!Y_c!@{35Sw!$Cjx{h(a9m+2xZho@;Tl-QzZ%cCJI?Q# zWpXQ-m2m%NE4i{tWQn;;dJ`=~$JNaf0x&bJVpsQh+HG>UO~#2-J~`4R9O4MEj~SAa zs`Lj|{+WumiSEgA&@QKf8F&r}xCqQD)eaBRqy&WOI{Tl~5)~VeDYBOh}sM&x?*q6pUg~lw=m}wPe z8eFCp1;9)tSeMPMq3Y*vQG8fN%99jZrxaUsvt`WcW-xT~gvElwmGBXw1RsDd2P_t> zE@Rapixv7Ru!s+-#t~b8CBkQ&DS_|NLdOBaMktAWn z6hvQYU>UYcyB;?na@c^Ny;gfpG#Qgjl6#}j)bi*kJ2NGZnkjbDW{I}`xpx)1lG=j*`?+&*QozX%Zi>JR3Z}YyR}UBj{5-IK*wj{oQoEgWKpewM zYZo2p-qO+!cf8{P?Zd|$XHuNds&~Ndhj3)iABvEE8w;Rp*&cvyb%eu&J${iuA%!MP z_6B^GKsyB~Di{*3`5xBk#;h*s12Z7ZK?%2w`{98vPo4i`Ak`$kNI|#p2A4@A!>wzL z^!+dzN}Czc#R-Lf$=63_W@k{^d1^ac;A5Bp%7{WAhy1Ou>#S>1I{w}F#VbxYWgX~x zH1zGt5WWD|Hf=NpkNA}*!E<>Ojv-c(yHQngW0cwh!JS=pYcXCW?T;Grc|dErN*^KV zBvVFQ9>?uHe?x&Oqkdl}Qw(OiU$O4O`m0%^n@fLiACXdj99Z#GV0G@JVLP4K*u=I;a+9FDy=wqmf&*#~xW3KKX!ccRkNKZj z-BnOtQ*GV=0^(EryTseiZfBQ&nT&y^v)L*;gP2$Wd=1N?7*u|-t1^)f2hN*ERW{^; ztKtURNPE_Q7c1Gs#{T5KEZj8tD;oXZ(Ah{~kuvRkkW@B62-i6x%jz0`g*H~Jzo-}W^4ev#;MfEKgt8(3 z;FyuJ^*Y3$FLn%$EQg~li!U<&r_DOeyvB|qmEFI4!vL5}uB}76Ju;73_Pb{0;Qn%9 zmde~ztK8hBF|XZa1XFUC5nS1TI=g9W9$ZtEPyOW_Q?C76``T-jtImvwlU`xBSEGKz1EyC7xQsSf6& z3Kt(%-cD3oj!gOKlM7ccygzMLlV$C!OqoBqad$n;u?yeT#d#_0X_^2}48g?r)YL2Y zp--V!5e@FL4F@_=LVmz)8*ux`^WEJ1tAY3K;M=x4_nT>W#Zq z)cDYg@fq=Er`f0UkZ*fO$8~e<_jC~sl;ue$cb#u=>x^dCStxy*tV>-cGkUJ6UD&37 zUIH&@ZIA%P5?t2VB>+#Vul|j)$OM_xw6a&5itT2vbHR-5p8#n$i`(~uY(y3*K{`JY z3wmxkz^!9*%-%38SWK(e!gjO1+k@te^-sg=d^Krq-;>MBHJMJ<$#dBxY%_#yiiOL5 zYpm|##ON-%0@QfW@Le5lZ*9yus#(x~qGo$n$QS-*v~lQC1>XOfOvRQK#eYOn;?NBt z08H33fXHGmO6eWb!L*Iyb_3CQI=1CS6{7R>XOEMys2V;147d(jSqfky+^J-Ipf6nB z=_;+FhHkD{wY|Cs~1ikV1<; z@Z|p)o@6CrPIeGZ`X)nYQhX?y+zojTFd6CVFqn)fAG&@ya2s^UTqcvN#PGHH)PmQmY(GcX4dF`*}*Sf%vA%akQ4!8A7mc+&or$aPg#$3}=M zv^bO}+YQqBd?cZUrQL>PK>{h41i&SAks0cXQ?Bax!vjg@_NOEF`fPghPzOJsk5rNF z=FkZOnNJVV)61mt%I$h^y~EsJZc`)Mjw@9cc@x)~OM z$**WJTBZulVJoXf9+dYkK8sAe(zr)_^AhQ z%REKNL4b|pV-x3C$Hp!YI}bhGnjU%7nn@paJTLj{`xOrz-PCx-PJjRjV7sLfSu7T- zieD9JmaGz%JexdvHF@wf6baSCd~S9MZCcchd2c=S8wuPhS7Rk|n-7kr!MiBF*wl$%IqC9O@7KTf!ol z=gH(OnY^(2J~R-=KuDe7i+gnew7b@1GAZyDdSl( zGdfGTmc-KefbRK#Zxq^CA9z&42QK!_3g(%asY+#P9$Et(8xw{bhCN`2L0@zeoY@)9 z+9|$B{GTQnH1ifa>zVAa`*LZp+-4~INb*DpSUET{ta$F4{%${z zPFvDt)0Brpxb8Kj_AdxmVrQP>tv~X^Lb-8 zflayf+rdNgEf0TCEy}~_X z*Q(Z4x$(%{?F)#F&&ut5y}Q_0ejM3LMw|Iqd3`7jDEv}iYyvH7#A8=ivaV9D`x(%6#G#82I-Cy^mU6M-DIr4d&7l-={r<#ay>+Ncf3}$eIxMR441+7>+@gRUAHN)BC>cX=fk|RT{H9&CLm4Q-q8Uu3D=)K=u0LCen8S z4M51n0MERQFvfB;y<>17&-XnX+qP|EW81cEI}@85n;YBM7`w6U&BnHqXMf+%|9LUh zRk!MN&wbM~-RGWjy9IbTnj$O&oC$;iqDc8b!IK(qkm3;dd;os!QrEn4k2pLMinksH75;ST_(~o2fZL0lt91d?uLF zffF@9o>FaW1a-bt#F#z=oUDG!F5S!n-rTs=j~nexIN@M40Vwg#r-nj=U@yK{MT5Zy zS8+>Y-&Prr!sMR{Q<0GJh{Wem{RpTp zJpS~v_6?f5ks%#xyGSbr_DHZx)|8d1gBMrq3r%ioerJvf(uEC*lA>WF*e%hm^dWnk zMQfrnOr^0A0xFnvQ!U0-X4}aT*@%n5mf)oKCGzeg0LN+)q2fzeXXdE3h3*;Ng89=(Y^sarJd zz+fE7>bGGMHEyuzO}IU9vE$Q!&m!$lKV*eOupx)kvBr%F{U=O3X@MVY6hT*_R+&77 zU>~CBoooU&BtWSSD$-G6C8iUQN zDFWF5lk}oD&;aqdeGRliOk-{kFDk+6e=^N_!_MJZ{yniE(bC|+p5Zk8aLAB44Qq4I zEpBy%9dPbE()-cFzl>OW~$eq#j;~L^ioTP7}8eJn}(Hc`_f-Tj@9sMEc)Uw9aS( zm+@JKmL|g&*WT_++00x-|Ehuy0(U{@e3m>N?gDJ$L=^%#74MomSdl71fdy%I#3fgD z9@fMa(E#%JrL@4?ujUtDc2zo>%n4l}kxqLYqiEE1_1E>u%8i(OeAEITp2nQJfyKx! z$b*MFhCtpM#3P5U;47u!?(f(ebizpwzI8jBeWvVZ90gdu8lq%MPmR!PkG}6`U@y@J zi+uJFeAuH_CT1v9_6Q~|$>E?S%@qw*{k$?hB)szYqq>GkNxlI5TG6{Dh__aKDo7NU)a#p zM&9<+dWIvmR5#!Z`u=I7OmFNOm-tyXm{nb!IoBn7--W`Ew$s?tq4s7^XNH$2825Z7 zPtv)3&0eGiL98_ylMysydZ1|!AaUIt=@VjlE$vd=k$Lv=qTAN=PEbBt8Syy!uw&IP z!lDYDN>s&MKbA*9Gsset32fJHLye57oBgwh5ZyWF+lfKqqbYEy)$h{7F!jC+P_9}T zC&C$M9dZ|E@C0kHY7zKRbX%WTpCvnb9$12@X=ug0#U73aUuFGlSLVqL;Kr@o-s&X~ zsvXibY3I^`CoyCgw%n~EiG)0j-_dzGZ*xaJ>msE}9ia>rf0eKKT%m}?uR&c?Zt=#& zKiIStCED*(SrcinK>Y^pu~Z>@t49z1-HhEO*vu>4bo_HwuXa1ZEle}qm!&~G zH7A*^k6H$bcIS4XX4pQ?=YK9uz9F(v;P0LIq+)eL)w!1Lk9SeeVUpoVz-c#Yj+Mzz z?KSA zGDsyD5z8A4QEvn(dM4~9rH4UTKL~n8dr5G^`v0=^GF-CyAvBUkbMU^B85+ zL4Ub?cDMn4{?Wmob2T(aMG(~D3D|RR_IPPHR!vy6MkR3e0HL|DzP-J48BdaV?f-81 zz`5_X0@>>Uvn{JqB@sEZc{1~1qc!b>`{?TfxtyU@DUx1XO43|ADU!1`2PUqirD=ga z6MfD{upbiT%Y7%XHknf(Cok0t3sr`uE~4z+%c8$e-0U(D$q0K5x)U|`?ysk}yK7{f zkqK)ZI`S&WCLBaF9Q297UM%ntv7wiStQn}Q*}Ps@cce>pg_B|eXfpT_CEX3`0vfJ8 zDKlp;znsnKmU2)1>JpuIh&vp#bHw((kZ-AP>Ha%I1{c9&{nPnmxG*8owhtD;KVr~; zBJNc@x4o>^h`tn4*Ax%lhJbHCh-_>H3~gQ+bpEtXw5bO)aQc*ueh`e#Q*9D3?{%y|2rKcO~aF*G1;*N z&s_AB^kERkNL*knLte$PoFqcf)ldxb_X1L{M@Bv?a;H(!!chR&88cHx;}10ScBfr< zUnDwh1oSwF%|1qIxqF zf5N18t1I|@ENYtz*4HMV9fsoa^-%5KO;r%DE416#yJyy4?`F&frI+MieIlSUpBV#; z2 zhL(E)@;`LDF&+XRI@Qdjw2z_C;zUcC3_TsgS;yZ;b>V{@*2@>{&k2Dg>d!CG{DivO z|3lFIzXA;mCWK}Ta28Urj4@FJVhCWScIUrbzC;nY|1THX3?nfFWWe=V0|#`zMFzY@ z7^PfTj~rTRtxVEjEXkbYN^dvo5C&&g+#+rB3rO@qxZ#;$7`ksp-KkN{WHfzM}e%7z5lkv5!23KWA#jV58}bx=gai4Gn) zGx9xC4JMu!XNlkclAr&hj1tb0-@}8xZ#8oZmmRRe*9+$igmvb!jS`jIMqFc3jiblf zF~Y4W6l2uHTEo&%sAQ&kv87zMBL5lso0~utF zhQHv2b3YU$l)F*EXL00@>4kZC7PW$Gh`BM9q1hYjP%M)_rlgF)|CNpR*Vz9H!U)vU z8~SejBn8RZcR&m=DM@4rp4;xd8?2~;5^Kh^^~c)mtfs7%VRL77bbmKtZ$wXGk7C)80jfNLD{QJvx?ngHRr2K}ST}PA6vjum zqY6}r+J`(NdU4d+)^gN{%=b6iIQ$EFG0|c&2#4eMD28Hh+^E&g?U_79H2}mF1UfiTb zu`pB3DJhD;oqbnV=1lg&VLNyI->0pe>ZPUIx3U+O0;UI7UzZ1+8EoPo>+Y?VbDvA5 zGz^67O*;Tw|=Nuz$b*yWNsL>My|X!|&xUmpp%haBHx=LLuI` zqjn;OVv0=K;CZXLv&Z15G1W()$><-#q(c&|P;jD{S;$EEbu4ve9)0Bi>0?s?rd5Gn zo}IMz{C4lNi{zgN`RzSYmo}v7lw?wCfQ^hjW5d|@6FoxxZP@F(iHQSMy^9vYkaw3^ z`_Lr3Y)qgj;1WONP~4+w+ntGzWTPCMP0)yT5;so1Q&AhsvGB+Qr;|CJP^m`lFy87= z>@;1jQe4np!i%y0VBQ}e?oxJZx2*#ISo`!azpD&*{KqV$jN8XkWisao+)%c{F86c9FvjZ?(?dMRw8o&$5eNty25^J46jSV>yaRr))HD#B zg@GTRsa4$Js}fC)2ChvB$`*raL^lPIE$IaPt{x*~!5-tzs%Y?c_ALxeXHJkDMb?rW z3Isa8A*=*7&IayOq%ykRBE9M&fmfm;KIomYN5EG3)RldV#nj9a}L zY8NDA7|<^CaW_*TX&$zB;o%9icfNW{#Av(DeU|2@e!{uQ^%uy8U*kOYpVXZ{#nXv| zoEuiAv?JVmQ9$aYYZQptMLRaaF8ASEn+Cq<*Azz`_ga+d?s}+JD4(Kt zF-hb#TDcN5S~X}ixrY4lBy2k{u*p4-=huQGkNQpcmm7v`Ki0s&n|5LFM%-~`G!S^V zbhxs>dmr&%e8AgIyMXyV4!I$mqoVctwh>$yt6dK!03 z*WFWpwe2SkF^3P`KbjP40bCw6G6>S?ua9Y$^AWL7mD{2A^Y#?Bc6q#0eB!Rl zUODShFIH-;y$nmvzawHbJqB&#uM6UYnio&QM3_bs8O6g>CS5%M=n{)Wkd-+ORGFP?sB+Jt4JeFG_sOf59>YK{&Fc=T&;7dZ2i9f@GW7!~)U41fIOhzRivSOqHeC zBOoo{D_lZ!#BBEqzRnJ$?LRnN^}pYq|C1ND%T*(+ATr6A9Ry{1SsBLYHE#Acl1Em& zJlH3OBe;+mX)Q|S6!m_of1ThFU7YR-bx1B_{Wphc=l}l-z=ghE%4S3Xi9f#5`K9!&PF7n8Fj^g< zk7|Fqwe}k10!kIr^_q1DzAi`r;}kLf*O2L_V{_fKjI}psZMCKD0J^wo?pISs4gS-F z7v+8Sw&n!&?i%*TqAk)lQ$FA0Qc|o12{QEhLJm>E!)<%892tWG8Tv z#WZ|ca6RAcm=-l1p?9W9%Zho%dARX6j8vT5x|NPJKq0-St$Bnl8njBB?a`X6_4E`A zUnp1gUfxwX?gllfQMY$;Ue?uucr9&+m%Rl6fhoEQ>&#U|fGYX18udI^z|1|hRP(bk zyZOXI)uoMhNmP7b<99! z6c~U9V3j+7k?~rfEmznTSIk19;!3E>O;5_I6p4HrymJ`h;9Ed|)v?~@98}f?X)azV zqx_Q@yS-}=Tizdsxjrb~Y^YaQM!1o(fx3%tT$rxB1F_#S3BmMn)F8kQSF&kowX(J* z*WDY68J^ytf4hbI&=MaMmzEEHE zf(xjT56}vZ>D}VsR-_RbM(J!2<>azbT7?21EM?|{qD~)@nfNm?`L$xM!p+>6lK
    9zCFg~i%5N(_T$WL>h^YiJ>8b;uJ+FNqIYpB(zdg%`oO~GLSd=HQ<=<42#h}qpBNwtYSoR#c zo{YxBc!Nu-V|u$Q5*>1EtcS^nOre&XU+WBbqlcG*;d*gxeLSBU@ajR6hTPO|wr2?t zpP%}zF)%xA4QrFc#fDNjI@->fEB;WN8Jgm6SesM75HAi2jUyIJHdA#ijf%+v-u*OY zkg~hYnrEelu03zb1bk54DqAC><4#{YpC5fs^W=%x5>tpbQ<7l`6s4VUn-R)(wHTab zw?j%LN`8XElSO@rNRmmXOQu@G((L%QF73SP#j7X!8PW_V)^-_&#->?2T#;dwc`}tXqH5=`W%HY z5fnG{*Yu+z&NB7;Ik^;2R3Ofv9P++1_%$R^pZ4@G%bEENx%}LYiC_+Z0aP4_DR_k4 za&ZLX7-=|2vo61|D^5yONI9C^wBUSj>PSuNR$nT4x1RIlBXXM=h+nZ7F^lQfiM{lG zCtt{RV{pz~dA0<5XMH-n)RxgHa_j>gZ`@*TJ_nzh{a94(U!1LTu{y1*aVihCzbkx< z0Y>OJA_x&VL7}S8D$M=>Hxcb*J9M=QD0JyV&|uKcAS;C8Q20yIrC4~PlYv7)cUx31Lo|x9=R*5qFr~P!7>!MQGE=fv$`mBPe`sG zI`LQ1^U?^Cka9@PW|*PrQp==Q~< z6D=a6$ib71QPtjhPz(Q-Ld(uNFlC&K;G2|YH)#COKr34*t7U z*xwR|C<*5E)LX;z*H_nkwxD{a!pJ zzVm4{T&~`Q?iw+yIraD$Xw}!?GSn_tAqT}v;Xs$!gL!2T=f)?-)zP@~#r8oj=B2|S z9)=*o&BSLtX4X4^*m%FM!VY6^Y!D^D3Ok$B_)egBkbtra7zQyvg1@WeckIEYHd#yz z+f(ud*ScqF?t;;-Hj;ylheDvO;K__5$&z$Z%)7vrg1Ml-oB^$I4wm41W0w1 ze@W3-kNysmBbEYg!?e-NmP}`Zi*0OOmzq_@q3GjVxBXn^gI_^NGr=@vdPMUFD$k!L z9<<_KB@y-LFilo*1?RHl7{aiPD#KbZC&|``QNYn<+IgGFVjZ%d4fw2{Zo9kx z;`I>^7^&V^7pPSaqL5eh&0G)!7+^~`@Z<`kpH(DP+O4MJy4Fm_U2Y@ksMzQF8!i66jO0h@Ktee_zNt#n#Ek>xaN@%;V;jpLY}9OuVW z0m28eO6I@lwaC^1>kzFDgdz;P8TrM*54L`d+1p0L*Tu)BjB7J|?FKKiBkg%{_|OM6fT<~t z%s&X4$_32jDp-i0d0;WHBJS&lYerx7vYF=OBJCWY*9h>^OJbPXCSu+NjMij+TaWQb z5gd;3Aj`SU@As#zGy8)$|7y|56rWt>`65jQXucJ?9229#x;>koo(gsr)En@Jg$9DJ zZQP((4-_`^Jfe)A+G4NM>ep=nVxxUa@p9uck~d7dWZ#NkTB>2YE9Lj<;>)1edvz3@ z)O^CDNsPOSgSv`LMYD5^HUJXWfj;wQ z$@xAzHeK5B5!O;s{$^OeM!H}|y@xj%g&t0Mpi}^!F3qxSy@PV4E71rbsB3?fGGc2; z^nl8FTC51!J@|plJ}DZYfn}*GY%`8kdv6%o+_pw^WXYgXs%%}6Nnf{Sb(LprAR%b+ z{bJQHH{$qNE@G5wP6l_C6-7zilSG_L8ipd@J+P6^)V0F(pj1A)oUdqd?EJ0u4v-iS zprV);z2eUmC8p;BSbG6H@70_G3kUmFrH^3C&-?eK8R(p2rwPeIo+!jezx>@q3pTR3;|mEUfZC0-ZFaF`y6{k3DDCtpfP-H>%On zIV5@2H{?`0L}SL^wG@Y{%Sup8ZpJ^NtoH@Mq4vf87t&+%k6pW_f>MyxPCj0=*K_Fv zlmLeQD}{HEjWt*YHa=An1SD_qK2}(OE7NCAUx!Nb>EOcNipktI`C}8X6v)pC2h6EskVH7b20$_!N3taul9}9?9y$?G(?DCO z%;15hyBt+3*(f9A*}zfBJ?1G1uh2v#o9(5^IlhH{6ch$Q2m>#dNG_aW`G5(o;9E{c z0UCd>z#PY!$C(N~_O5`!sU}K|$Vo^itq5qcomZaqFHD1!!7!p5#AX@_7_&9$%z0_d zzs79>)_yN^5Do4Ypp4_;Z@hSg(uL?(G}u*3``sS8Rjxgn^=mZq zApptqtzB}PipUo!U`uIrJqO(B-GT}&Ode7n;{9`5!)7zxCHLKoaCXboQw>z2$Mhlz zIdd>$8f{Mo;TpkRbtz0X@eBZDTujhIwAtv0YjDFR%N zuh~wHjN)iQTScilUTeTzp+>Bo_^dgPbOc6ENk>Y>}(nx1+}d|^}!)S zL2vhHSLhmcSfZn(KY3VeBWaEZH~`#6Fl6r*-nLbi_n#RoHD@{0m%Mt1X=|>bA6G~n zH&?_#NBTdf3T5s_gTxT&`Mnc+#V$9RyIRscE}u5k?(KD!EOE=6w9t|9d3hjGe?1EE zhfjaR|77yVsS+*iG#E>SgZkX_WUbb8`r3*UEKJ5D@zeD6%4IzHeEB%DP;E2+kvo}4oETtT6pPyji@QrITCl6bP2erajB%WxO(g2gq?qG%{fcpac~-U^6n(g$i`X^@rw$qR zSIYmcLuvJK13~#lR1B3F)X8?c1*Mq-L3}+mY6MzT;Z01|D6wv6WbxbF#c=hODg)o-O?^9o+7A2av#L`Q)+^I>XZXFeQ9 zg7r@rYi)`q#4e@rU@3qZjT1x|%^c6~La_n1Kk~z<;qPKZ$+v$xzkpGUl7>{q5^%4- zW5@C~axm`$bNqV9#<&A%Q#)AuqB1V51 z5#wIqXY_9(V6;Np++XW<3zX6eHw&iGB;mDuvD}$1AQn9s%zYpDGcl9`9+5!b_SVnv13;Hi$btI- z^AUb$D!VIh=^7FX=D2P`e^X`o#&nR!+y6DmD9FDV774~ zmW8(zAyWfg^P21Jr&Q|Jz&`=2`mCx&!PGS6IR+#eMn3kMS4s}7D?uWui>kCFXK4Z3 zs(W5m9y)j&I7bgqvx7lNf^w~8Y3Kd*zA*GbY=y~W?3JP5JkU@I(n>-AjybWVs>4Ew zqdZq{{0!$g7KZ_5IERoDf)=O#<pWblH@D9g$8okd1K#IuXJQPc^AX-jc05eHepu~nel)PDn_1=YWOxZEZ-R*kmbnHIaSSnlR zsBU8)%@T!{JY!8T2JOuuv{M^eUS#)5=@fF{T0MyKz|*!{cdMj>Y2@gu!@s7Ixa;1&*BYqG%q!_`swc$*?Via&JK-c2zJZ11%kx$fgj4k3x3{Gx5!cC zPv0Y$?+y=^FyOPk*k5TgUghj}5VZpely)|=VbuL@+a?GH5+1K|9!nDB9>^j#?O%dm zq6Z4t;%*;oODI*Xtr@=NU1e{(PhG0}K$qkP)?|Up;?e=g+qIhZ*XDIdIdVq)?Zc%} zrfrRc*U^vdMZqK{VO+1v_IiY2da}ER`8sQvy0bO^{o+zJWd5GI?lpe{?)Htx0nl2$ z*hhs0$K@q4?3Kh&yrmf_kRZ46Qi*%Nka^j8WSHWpn}~VjXnrOjX!b6Jp?(=MKX-v8A-+Gdd|SgcFL2!EX?jMjKwk zKw4^MU~`>hTY4AFB$!ac+Mrv;20QQl=cuAo=`+`M!$j%BpJJVMk)V`f$Qw>Ho)5s* zO2B%^8Xu@y;lQJj3R)m;|MgwWMl4=nK5VOU;oK#Nkh}uAP`L?92I^T#-Ywz;ogYAw z3L&BDK%uM=ekmkS#fuGLL$ffa7$?|z(tFX=Yih9L$MO(n3bVwJ1)PTJ-hzwibhU+p z-Z^ix0)Ewe(5C!WA4ujRh)S8%qEs8a&1n3KcsL@mH*l!!8U`{_6c}Fh-IdzpfU?{; zL+@>{9&%YgTaEgX@1L+EI66J`(-(*`vuiY!!i>pT7ezbOKw}(MJ~`=5)ALGX|ZPnBk$$B=rjemR=RG!XP5=N&6nSI}{*p>1w z{2{&1TLc-igw?$L&Wz!nJ<}3Q`7J~>um6Z9an15vdGL!eGmf0PNuEt6MIIOr9fU}T ziqZ_sN5tml+hUbeIWCfEInPujgAeEBSEeyAP<&-Orj;4HD}&}MM&6$K!=Lr|`#rO^ zs}wsgJwx)NWwguT>N|$VFPhW)N#(;n8V%(@+`qHyUabN57vE^Z9abL5+}EZ;H)iql zDD<(#>2iv})G~}e&9?jDz~+IFhl@j(xyi%JH*S#1aLt~soyCjTQhxsrlF;)6)WsZM zG^z#|*V$t~&}hk=QOA`B(6v!U?L#A}Rv65_IpNl0O-;$jn)7cqu%7xqv+9X79a?8k zeJsPJBy@heu0m^@cUAaWW8w47SF|<1%&pU><^>sIsgZYoJc2>v?;HV*UASTrOciN# z#EY`1SBa;J8A_zD%%*8nt4RCc473HX&je>M!_AB9$u9hI{^JWw%0$ zQ^k%c{W%cMzCjd+;O8v*CZ&ZdBSUBxcHDEXd(HVyCpTtpD+~jicn)Z-d?eo0$S{-E z$bqb=#8sNdE3B~{L~uZl7{g{dNiMc}WGvy>R=A{nAr1Zy*(MR_d`TMPu;(%7V1eHr#mZw>M^S{bJ%y`J0gDWO^4#IhLWebKxHW&(>?teKSu9^zFBgcX;?Br-A|DJ>=6PNVN zk@h#Q%p+NS=r#vleDOuVx+q)XOmGnzNbys_8D>dj=)Q+*{M4qH#m{Eg`<1oSTR{t2 z0*=NzH&hWSm9HsmBV(r=lZp$iCK?C13`&7g0}VTl>_Z^5<@26uncA>_#5ITvtv}0L z(4XkB1OD!uH4`Hd<@POvf6|~UwoFR+$`c$2ggI2=c$U=lEXG%msNTU)i?a4Qv|I7Yu4Ku zjy+853b43Fg8O0Og{4S$HL%SUf7yYL!7F#jzpusCy=gNR{&a?gg_ydRUc`203d%IA zv2Bc+aR>#POi~pb&E8!6n`wXcO1F5?1sBF#Brdbu%ppNr%H`qjQM*w?=QPJS5IP(r z!xV;g36`0t?pXI{h=U-?%6w;~i5%zwrw&(opt(ASNn(ZLZA9SdM@8b{srXaw3_{3A zz3M=O}(o*HWI9X%Pna9yIrUshKe z=wXa67qkp}n$7oO(EQQ1AEjf8!cGgx;f4V;x}S+Ui|h)RLA+K@e8WbD8=h)-hx~@^ zX>(MZuol6w-)g+j^LBq3?7h~T>H@_(&w8V*CDznZlv@zZ9@}*I0+xi?B z&uMcIaIU(zo7y-*R+d;n?ygqbc(8XY7ZnHF%FW}#%6^mO@wH1MRo(rb;Gmd(dtAHp zK_7!e#VE5!d1rgm&{a%h#GTWrnSinlQFw{}TA8HC!0psmV^w`nuCao%M^Wceq_urA zNT1+GAes!37UVnLqo4XS8Nq-^i)#m9C8CNp&|q^#O;GNYe*_~&ahrqM{~&p&IzC(~ ze-(Ij2_yH7A_r6AlUMR16?i7_J$CU8j9IbDguE9YO*U#brk=g?=sG*QBB5Fk53w^v zdXr}BZIyXXgH=A0g{}sWI|wF%;%k>Ss%9g^i`0X3LG2$`r>=5#jq(B?BoTnX$${x| zkPuYs()2yNY;9eR1w59<8^0%1yFkXEuo}Y0T&Bo#IP@I(;elhyfNdsdDLL=NH z$@{9(oY(QrtOxiB2PX+f0V_B$2NW~b(}H*!FSiH%O}{(?hpiOZ0|p9Tw2rKw+ihMF z5(Qc%5QrN^_pXaQCU1+pXSvBg4nsqDBX48d^v}(DeiHaC1oZ{@#G3=VpOMR^b4xkD zzGX#M|Mn1}vbVwC1kvw}L)2zrg!r+iAaVrGTJZxv21@u}OB!l|{^kMOR2G4mQVP-4 zSZyX(Si0q6)MLF#olPV(Ug=S16v-*dzFo5g5%IS~aI4D|)Hobtw_qg=wAkNdaOuKI zF@OT&9($`h;R0HJ>R)q!F+5p}`=p6M37*i86%+5@wPMm~pP*1N(L}Fbkry+>8PPhy zlONf1)V@q%0GDJEBLpADicB;d)gb+f3G&d>>vxZywYmkSCZ6?BG|1()9gBkbP|0te z);A-(h2Osz6OU0N`ZN54nG99@QP0P)0r+b}SeATW^N@#TB@^uN7DELVv$m9cOS#J$0hVIaqJ z!=OjaV=j(8>1(fc&znj)7>i@&`ru`(b5gQYSHi{zHe7xDz;>1o;R`e1ZISH9}Uc3l`R=s$11)B8r$=yyWywp3~INyH0Z~gssH}(q_)X_!U za}!nEonT5UCH9F&S9qrzh8*kcSWTuAOg6f~{MrXMPeGA-Rc13^M!A%Sojo8f=-5GB zRdIX_fS9z*RzQw10fqgd(-r%g=&qgsCecHJe9;wP{)n??VycJ)#V*y+O6toY>8mqB zNP?!t(0rdAArnO{fjG1EUSdh4QYD}Mk<=}jDQgl2OW9f!LsA86(Y;oU^$T=TgYzXk zy_IWb%F*%HRRZ`52)jmZ7gc7(_tDss?Tw2-fM(K_P=Tpr%%*ZLU9xDz2{SbK5z=$) z-t5Wfi{EH1z;$CY@X2io0{q0BLrs*7Y&^c51ceiYhfGN=WcT8m&eZhbO0~U8YQ$PQ z22PDpEhln~M;E%CW(>z&NS@>+b0VJlw6Yba+=Ue5LX_&n6*4YK0=nRbO>%m{s(Z2{ zV4so#*{>DD?$`4Z45Iqv8-1OYp0%g@T3G|}{1iN2I3@V|5!P+B`3cq6l)sV_oLur@ z+k=T6bq8xt`%9U&Q*+Dd)*<{x&+qwoE4DGWjpqh~4P+sFZk3v5q4;g1-nkm87YP{` zTR*&S19J!sDDX$aL~S|dt+IEK7m?;_KCeTXa@Cf} zM{NU}YI?cBGGbY;Ohf7yG6O7Ty!bV;)}3~ry^|jBcZ(E9?9q&>lg-Y>`y9h|>H%6a zJ4TQ8a*%T|$9lW{K*cFkm33L8@zI7fM4nXF@fyoo;x*blnO*NJdoC&l9JeY`prjQU zdts-szkV;A!x=qQIk-9I;E2a_6Mr5gKvW8C6DM|yi<|c(Gc|}Mjn6D4o~Vi=YN&Am zt|)JN#o8@z^9S~GfL(loi|cSl%loWJpdi$XiSavMV74za<3%|?eUo{X1HyUD%?}+S zi0>z7$=Ph$kPEvkvX#VG+CsFAK$Bve*0Yk>cpK7c1Jbeyq4A5>Trklrs1y0{zE}ui z=v{_72^5h7jR9|MPe>?A1d3{zwzC6S!fvWePH6{MZE}+C2vw3;gDOf>PP~=C-WV%a zwafAYC*!4@3aOQO>H6FB7f%uBAE}ZrswEvl_%h6RxHE!!v2%X^vE*>5-~6LrF7 zNv2@dtibQ7>5qPm2`7UKNO2bDx!HCjMq$es6Q(2!W1KTU$f8L$Ua#LI#hFOgoK28n zmkJlRNxhO@fD-K+mQJ&<`k^1dZI;lfwD7M(T$zu)hX!YPWtN`C}O= zE=E>|AOSc%P@B}j^jNtd5c zvlXBbf6pWb(vf7tYeQ9%a)yIaohUW1*bGBJ4G$2L zsr@*RUhm>V807csMRGVI*oN>S@cQP5b9N=SqzjK9K1s&ZT-)U2Gj-3X+H_ z#f`d6@I;3Z7%eUf=4whPbh#+LTFIFgRa{zEmAKd0VLQF#LdF_wFF+KY7K9w_aI^0g z5QX2{hm0$G^=-QBiD;X?5V1Vz3Ka#UV!@n0Rf+G<(P2PUoF}!>6>nQnLokdXAu}S8 zm={wRS&jCGKJZfYWO<(`6td>@8&Wlngcs+VtQ&@zuF*!_tT0+Us+#%cD0Jbl*)0Z5 z=UybtFU6#3EN)T}5^#{d0aNjhR)GPrLg&R9EDXMvR}qz!)u0te9g4tn*CP!lailB( z)B_7AYs}>)zj25(G}qVSr%NXR?V`|4B$uWY zCFU+SJSq5YG~A`fr6NvezotFz#O4#qVzLq6wU`}AFbH(jk8)5ivkcEw6$#`b|vmGwG z`slE8eqv5vZDlJWCaYc71*0h!*O`;bFoA^&07R2nS^?eK=ByH7DJ~N7O7HscESxXC z^el+s@!epAbfz)o*sLQRWM$hWQJueLQr9Kq6JB`qcpu5iP)p4)Nik@{Q?8WxyFBg5t46WHzlfGuW3z!%ZzbsksWD*FonsGr2sh5eyS5|IC=8PP z0(3S|C7Qvp!1AEJLE(b2%(@aKRzvvyInuqa7+dkfu%|h`G*%erJjN`09$>vQ=o8@YLui2ez6X1_eU=)C2>q@UEKOPp)J(Q|u2_3^v@; z952rU8VZVsCwxKqe{|;1Phg*nd)A|IpOLNIUmCz%s>6jvBT4>^(44$#@&Vr(b5+~= zUY=eu_5N7rzs_W^8sSGTp6;*RC0F$3?ojXqehAN@e+sI+-n@~b5L#vMl8Ea5hqA7N zXg+PjpxiIU#)l8rWh^;J4AN68ef6=gr8s(;_Xd~@1}V>Qxkr%wpNa#R(%o<*=SB#4 z(mHMoNcJd^1{(nLvuT6WC0RWe+aN)I= z6yuB(WiekJA56*Br4a^zn)22#bA~M$m4yTo>*s-eCCh*bCV>%Q4|AkJC@_sdsiDp? z=BY$6<{gPi7p?Gi+Qox2+_T~IgA-Fe3pe2@PsRw!V)YS)4i?JONI6iM{l zx`s3RjEuy3Zofilp!5j43+13Lr^*~7qwY=cQmBf8O= zZKz-nel4HM%0fvpYa@&3j|EGqVuID6kA|2-X3q8WqYuJ{^jqR+{pKIV37J%vZ(4+5 zDe|j@iV)?5@BB9C8xH|5cFl86Dn)D31)>(hNH&+;NH*X--e$-W_sy_hpYA$d+GQ9= znSvLs)o^Jk>68W-7{oJn3c=-+9Abee2{YG9nUf5y9w`G)>=(wVAJe!@mnQAM8|(ib ztb$IFARb%2#ek9Bs#^~ixQ;SA0?Lj8YGx*_xEH`Q>aaRxK0KnvN)Ua(|&7nCg10FR1^*jo*=X5>#-U1`A=&O$3O(*aH2qx<{?wOxgGv1M}JMZayIq5-B;dE zHqJjz&P};oyuL~8@1H!>+>Nq=LDKFcdFe9%lO6y;C$dPFS>O>O#5YD`X-b%j zksRy29_!VdaN9=jav$(J5mW67G3_)8c!FE_E$(Yc(UpGlU)0I}52j($-61mcXQ)=1^~A+iws2heK78GHJ1^RTFXx<6lnR))|24=?P%Hh5uGg{} z62t^hV{FJ0gc(+CLgR+Tw|awh8=kuwSFVW;QCr|T?sLQa(Zx3Ps(n+#e$L{u!r7?wad?jf283L#(-c|rcCn}>)Zy-?V= zBYzD$s64(r;c!@TFF!}So)do07VScC1!VjHj|wgv8n zK3q~{l5IwjfwnzTcSYSwcrM>k#u)5-aPLm^3|I6T)_>zs z_l-wA#CWt%&qL#}#m=`4u(4zsge`Vz-w-#Ouqjo9dX5Ac*A;4Tjd@QB#Y3#Y?f+$ZDfAx{$>18d>iZ0O5h*d! zUr2f^SN^(_9ipz@G2xOULG(>I+ehpEO9o%r?FcnS{(k{kd*d9pjSUTE3KF*-3LsnAI`%qu+Z9=Mc59t| zfJBHyM1nFv`u4KFzTML^zdg>(A0-jgV<=Mqq zI>J~*OeR8V?xU=9qF8@HDCg%fV*u>qbHQf2Zn3IrXaQI|!i&wS>t(ZR76{|s7N$|m zdBP;k^t8flkooLMwP@>KQYP?cG5duH`53p2W`~(uJLP{-|8=>bp6}{vg*{;9<(8Tn z=)a|ISLP(D+p=kFOIOv+BkK2SHOG_60B~wpm;JzbT~XWD&0>F5chCcnLUbaTszmZE z;)%!!iGQ2+I86#60lU8awOzgKs_iG-4KwrYsx=mUsrWR7>}<2zNX%8Ep^o0_DkA%mge5pzcFwBwrk%ZZaSNN17qso zDZPn{VwM=7;J|-a2B-;w=I^zI1^~|hH`teXWhu5?bsKv5ORCacvvrV{4Iojip_Ng? zv#RX2@#Whc?M2naKed~yRkg0@z1_Jb4qP=BK%h&rE!@#jp0G5tB$+Tvl+Ws>D$hj< zvm%xnsWd&LqcCZ*JW++6@@Z{>dE9g*@S8!gKMar0ZMT2^)h(>lbX(dLF}v86^S0bp z{o&9|xJ4y^Rn1$o&s?!22cZIV#11Gc&4F2m_TBZZrGs^Cr+Z#*+ximaKL z^K^8$vPfa1-B+c(cZCA-EuuJ2az}qxb_yA3ka`FLOpz%*`(R&W{)-u>R-j_96-2^I z+gn8-Jad00u$`%dvn+yBEjTS^Vak1&K=Mcp|If9h!C!y1y@Zby9P}YRK=ZoCVANd| z0|w&}oFf6JX=oI@*~wEfyP{Ba9$c866H7*2`sozvSv@w4p>fu>7`zk0HG_VwL?V=~45p4*S zr0@hJBvX5;cc)WIm`(sK#tof_F`f7e%Or;*iM?Kbc^g_7N#gk0{;VA5lMzn`j#vi> zEf$H^48?zuTQ&KQz-(!fNs#X_DR&7HQQtOYhb)iGOmc`ZLbdjm{p=-?@xjGWRTwm zc^*h2#J-^Ulo;U>V&7PRNt1G*d7dT4ZZet@nPg)%SsjE2IXrY!0_a^a!ds5;9<8er z4gI}NXtmt4&K@@d-tmtHPy;8Ks`I)jd-Z>1)f#A+s_X7{&8^d9pLUCCX%rO8(nRF} z&6WB}Ytz;XH*x|>86*M$hoDc}jm+PTu5RYWhOriM8r??j>BnGO$edO=XdYMr%xP?w z68KyrC#Fh9Z57>s{T!NW-=_A+m4lI?A_aDOky&E--U>9Nv+?<4vu3xx`#6b*TPJ@E zJJ_m%A9V!?ALj`i`aA_ZN;ZaeSz59N8j%`|STqXp!I;f5OK0C0;~j{l-ZWK@+nDxn zfWa-f+pIp`)Y~A1;%vs8MD<6LSG8UDCqucbkIlxu0m?Ejz>|<$AYoKykLVSd`i7eE zCqW8b%hhTDb|+Ykt!){Zb^*v^1zUdzQXvK+z+EPVWDr>a=d2dVs@ryNL)d^#9Sfyr zuh;Y!m+hbC)oxoa?C)p9S$UCUj5w<}Bzf)VYmTix)yx}!^80F){M!~HBt9Y z)--OIIaYiiZwMZq(=Kk%_HV1$?0?m?o6f$+gBoyp+@f)+l$9aS@>5ss=9_D}iOI0# z8OY5-S%1gwe3$WQwvYXp5C4#d%KES)Wc^8(K zus9lL;b{QcgK7B0JSYaOWc}Ho*WOq^Kmb1ZY4|MY;9)ZGHO!~?q=^>ECe{0YjO*% zyfz2TFt>$wfWS7uOg*Hw2`1{XacJ7V`|WNh%(9HmZlbdbv%h;g3N7xS1PsLgr6vl5 z9a8(xf4*MRF}4;6`UUc5a4cE0E39rxSJXNei(NHw@EJah`o)|#MD6e zI1Y`jo@rbIumGsUR2DEp-w0C`00_g-S>FiuN}kJ946_d{76h2AZ}a%OZ*$-blUslX z5dK8|247HSpOe2OQh#ZFl)Y^iLqJc!YHDvu0a?~&=|g#YSo4szdj#)eZI5IPx`4PRONDp+s0YkJ4 z3l(@fwM;&Hw^^+!D_&og%`H7G%k3k2nwL$}&{{({aB_ih=pUm%>8d~HrreR6*?~@Y z7tfu3AV{rUg<){eum#2{M3*Wf4I_VQ0p`$sUMt$x2@U*#5(c?R7~st2i1Ez`xC3=T zui(sAl}Rw*uUkZ7)69)>tgF^G8w0wd=S97uKt61Q1J+LrTyLBqdKkh>k3~qwn!#8< z=8V-zs!5G`C=@*eP$!~?_+|=jc0b^O#SViuI!$;ce2hXixJ=n*$Q)S{~DMT1yxlPOa~ zfC?b(@c*XB|1DEQrb!0-bku(qv3(|u5%yqXWLWk0SR(_~9!Ar8Ys3fsd1+&MzqkCZ)|@F#zHe0AP!mpIWx-r;f~8>)Wapk zF%MfcUj}B2Ic$>5Fr5WkpWSP-d3m!Vzq#I1 zB`}G|QRt*HcM6Tmz#IxF4>Vr}XfW#7I>|3hoZS=e9|9{;QieeT?=>e^fi2CGlw(2; zL9$8pFTV;*2xcD7MdbJMKp&@q1YYn&8Q#pz-z8$&86gGv)(+ z6-rct=2m;;jK$f|z~z^lv|f+!X0p2~p7 z;erTO94Uxkg$$mxZ=N4G0fi}C32%B1NEj*i*GVaz26HQD9>dIYQljugX%CRPro7@F zKhLH;7-h4j=;6tPXIso_J9=}4jwaRj!Ow3!g^j@N+Uw~8ARntFfjYGh$Y=R*9`mWoWyv8%q%LV zrXnqfg==u!kf=-pq95K|d>uBOq~H@ymQ2Nz0m8Fm6`7fE2FPKt1p@NC-Y)CaO+~+k zy*~u`;=Hd@-4ieQEdFQJt}05ne`DVjW$QHvgF>Gq#XA!%hM`?;0?6=0l`QZ;F=?1g zWG6+WyON5MDKLk|FP02|w9u(N?`c%Ir|iU*rYv_iR7DPg+d@h8uG$NLXgMX@5*l(je^p!uBOiy& zcRuCl`65x8L~uv5_tfoE|k0cu(tPJ*5<58f_ha+ zWCnz5F+sLYNWquqaduMGfA-k!l~|H0G1$qA>CH~f>)7k{fI{yg$rm>qeogR*Rxr0- zU^Z(i4Ujua6yCi$&!sc^NSJ}q7x$)vXTCIj#!|AHg38jGh8P>Z>hA0rpaKA+wb{Q9V+`p@OY35?nvPON>$_F8wYYY7 z_EylIX=NG2S&1EOf9yCL#?-Lo$3S9gDnt!$+yydt?6d3e{IYapW0K7HfYz(K!DSk{ zYH6u$bF&?2%se>2=@;lcTb*h;S<-RIJb0+O5%Gil+&6b7@N|Tkw6IRYS5|;Dr@ARwkyXbiWcaAp&^X)6a12e{6hbLBi^&>Oh@nX8}yz z;F%Kb{BvK(@ts>9jHhrBil+oZ_7k|g4oY5@VsUb+gF}7}r5K6?GgA-EF#Pcw$+4V< zowSkqfg8CWyLiZUfjRzLQbNCRzg~w`Wu}T#K*;V-3QZduhdckft~oHBCV9#}|1}4u zRZ=)J@{hUZ0>D(4H!BSue*#2zae7dNB7r1=$#)cZXItFwJW`Q(pxOfZfSS<%YsMGwKBTh`4!XQ>6a zp@|~qnJl$%eU4OhGxgAF3vc0ISvNbS*uo>)U{!aKq~Q3C;76Oyf89edcTG;J=Jv&J zrW0TYFShpI0mW4$B4?u<@mJ?VivQH=JkHFu=g(Q47r3#>Ol`}k6s}i#<7=s*jbb1T zitzFePpyNr;c{==rX1CuLy=Dn6J#Uh$b!iWnT?Ydy^%3G>4X)*lOEmaH9o$pQ)z>j zT{T1JUAi0WuY>!Oe}iEf*dHGttYg4S&R$Rs+O>PTa$GTg3 zA0x4@22~=m*`0C2+&40+#ue}RSpxjv0JW~luB-N3NHKF?Gxz={GR{tdK%r`_D29y1@P7(Uby6h`YKB}zg~ zvgDB*%IGv>jrVQ%*t6$<&T*2Sd z!_EY*oj4e=z;`~CBNs4IAS@Uh&z-k}*8^-cZgS!n`S1&zJ~%MwrBjX^l*~AAQ)G1o z`HK8_IlcHf3JHQixicWhB_0E2h;jmxFE%6s2b2kzeM6!s@B_jfii9s*=6?`%pAUAo z_pb?&GY|rK1XH>p0xRJo>TxgF5JiBv>w+!T+&2^>f?{TAcBXlSX2sbsHv(@&Fa+SV z7S)h|(OMm=r}=Ht?XAFN<_s>J!Rykr4VwbR`iQ}e4oA%Olz-F!Y(CZFXrVo19Nhf1 z%to9cOoTJ?xIlz6#ZtqcSAXDd2H7zs{GZD>U&d0QUwA_>5@JtEXkIlXK-SLM;0JTQ z-sm?f6&$TKeC?RO#HkH4SRGZsx*fQLV#I}C7yYkT#h^!qvv6EStW5OznYA&?}PUrrC21`ux}@PBsT>e-1IhpYJo zfv%M?e`Ai@CK?tkH2j910`v2_;edc$#>5kNZ# zsJ2Gr}kcL|u;Ry$ty< zsxrvfyoM_eQOp%o*ME|P$)poBD2HV2)vQ9>ks*RF1r63Jo@hYBt&4|oXLJOu^RQiJ zxC$LXFLZb{bkLikgCUOn8aj|pDOWnLHF-dxaa-f2Hkprzs0B`(7kV}so4oc)#+M^? zD`ZWVBNupr9#*!Gx=)#g$@Gfs2AxNnfWQg|Tnor+CTqlsu793(jFu00O55=~8^155 z1BQf^J|JoaHTYjGHk33FszP7Q<`uaW%8_RJXHv){FXT)n6PamRWHY%wHAz2{(JYZh zmPu?b{#H&%2}Tr@-4+E`rAYHtGBpfju9ZpRXjaTYHE=+9M7?2FmKPZEOv$^-r*jEI z@?|M~I-bi#et&gON1+&1Z&7<&|?VVK-U63;T0r71BaD9yzCjUlTDol<;_cA zMo1kGP*m|SUM$nBs8@XCDIeLdl3R`PrqUJYd2rdaRA;sn7zMVv~1~DmZvfGypZnAmQRTtKu1#fatspY35ZIynu?SRC&Oj_i?MOn?aOP9q5 z(fDw8;3HaP+4)R{MGT4SPCz9K|53V~bzwtYcsl6qYvM!q(w~b5Rj@x70gsvexo{}X z2jN1RTz}qOgFTa*_;uKe(sX{Wu?K}&90GcNZzdF;x%-O(v4p)taN)rrxZD_d#uA9S zimR``%E@XJ)6wv4cz&<5{6t>FiPXo%%p6>-l1ME8y+Yvp-=j8V5&vvs{mZNYno`elOntwu;9n=%8dwABX@W1P-=#OpLp_>q- zw-7(vLW+`~mtEVa(N>!4R$6bz4(ryX3#U;Vr)CGUJ1h7*BZ@vmR2S1fMAX+CQI)=I zcSHqxMTQ|3)QcCvw^@OsG|ObZOp}R{vLu~^Q96!IwGE3bj%2=1u{Da2-fJKr=&i08 zw120BlXKGca2P5)Jh|R~gtn(d#y}%5<6Y>?FJ+eIN-6b8x~~JYJ;d+#>`Yh>P?RRT zNV7fi`g=2t@XGbX3J7YHD+@@R+^7<53sNrCwBae)7f)9#H*iFj-H|Mf3l%{smR zgBikIQV2h|?&QF_-<_%n);LV%>sx;J%zp&p;J&3_4%c_Z8((izcwgXcQub=V*b?rV=m`}AlOKlErjtV14pv^{$?6GoJNyFD6ZcfLpKQ^y}F zU)Rb<-81t$VNgO;<8EFWB-T%!>6w-$xl0TYnXM zr{Q)j`+x5HBJE4QeI^(kV3W%Mc(ll|Z~hH-I)~n0=deRK=O7-wxp(v)s%Ahja-bMr z<;{itm*FbUM}NpqMVgp*UGr(0#l>u4Uk60pp4_bTRfbFy!y(PQRwcY62ZuDN* z%|?pbsb;qrcbUaW(e|`w7<+mnwEo(xUs#IP;Jda(kLzxFRoxfZ>DJOe-)*NY9kS

    @RQp5#XS+ryH~!pZDd=7k{y!!wGi8^7*bNnjwNVX+ zwNVa-wNVeZwNVf)4-qyn3NK7$ZfA68G9WQFI59bw0s9gZ1u-}=HaM5Ts1GTBWl)@3 z+BJ*^4NhjZq}u1uYK)( zS64L|v4S$Kps}qXP|Vf_M9WCWzy*+zRW`73WMraM0-8Em88`r#=olDS;K|5@9e@TP zb6Xn`0}zl4zz#A4$Qyy)Q{N+h7#KL=$pGR&8=%9x(->gr29O1U3{>3gfQ$eNgTH`+ zts{um(7^HC4YV;ew*gYVrwH5HxjC4dnt}e*V5X)0Q|V8(5FJ3uz{t|p#nI9nU|?em zkfM{N1IXFByc^8{6t*@1L!g;~l?lMs1fT-c0H`X9Dk%fRmE=_wlqu02l$zKnF+jKW+bq8~Hmkz~9u~Q%xLft^aBOpfCf0?6~OZU0ht~Or0D-bhZwr zbaqyM@l!D~cLccDI#>dK-k%OYE8t(kIN2D#%Ly_A{;R;BO##T58v$(`fq#<3Z2#r7 zewXq+>D>c2n7CD8#4pPzj9?16l4I_2Ie*(ppAiz(R(1s0OaHd z(ErQ!{tGnz@-KowfUuK;!=E0q|8_b2r_H~q3)#M}OvlQ@%fRJ-e|OBl#>vtBAKLu) zvW;wQ9L*g;j{m9%1elmx0spXf{Ih4~HhUpNRRpP9R$cH~Rl)t}ShBU2Hu5 zU%QF9jj_oe<&B+x?C4c(%(mf!85W0jLnTe?}Pq+Sm6Jv zE@@+83*h{h`JKtXUH>-%6n`C5%J)-hY-?lX1~3Miz|+fr*@E5&g5v+5bM`;I#GI_G zQ^+y-PuF^nQ;1j%H+F0MHx% z12O{Wf&YN-ZB70IS>M~5m^=T||6b7SACMJ5Z~hPX-rV|c$oSsM<{$9AmF?fu-eYZT z{!yCoy|vxn?sqlpfDY!i|KQ5yE0{VxC<8RNu&d1+n-x)jn1HLnM z{0Dr0Z}WFB>pMe`nFH`|R;=$!0J+%yBjKHc)8CNkJ;UuE@O=&Lf3M-4l{?VkU)ldX ziVA1CWEct2V>?6~Xv!fB*USe_#Kr z0omWT+dr~}glt_sXj$Gjf|i+q<6Sle_CJb$uz3AfuF=0<7k^z(?}zB$_|IJp00Lcs zM(`_(wnp567AcLvW!|C%)8)`)oOEZESbQ2%aZoGi)9rZJBDuRHK>k9%X5S3*LR%RL zuCLxnem2D#WPzAgubVB2Ra3XdiUNBE-m>0!A4LVna@6Ql{WD~jeakyZC{Ltv@-<6; zSY|U?<5~#;s$)NdIorFQqL?P%P_L6objn-T^PpXd<{6tX9IVh>mr-y#@Rp}Lz(H?M z7%`Csy@D%LbNczgSYuK!c0FC_N0qu}XdKM2gb*?*Tqv|LVhAfvRi|2T%GS0#*-%jZ zi6zRIYL_#xC*CelC=aiyY9uR z0D?O@%xS{xqTinNNHrKAN;%sGtU|n+AJFp`I5`tbSv_PI1d?BS9Awph3Uh`Uj8pWdOTpn_DR|YDes&FMpx%(&v?ua( z>X#oVp)whkvB>=Wy{o0LqmY*StQ!jPGv~S7IGd`!y18Cu+(69=3 zu$|OT6^1{jKaB@i;t^y>QH-D1omYQ%;y5&{NyOh)UXH4*bzO7JfuN(0FUg_%#t)nR zkuj~W_xY%W%VbUG=SNec)qy^t%a=H)vuQLP8!x7XNwXPz07d~{)epOWQpi$%lF@n# z?~|GpwPb_YM!j!X6;VV(MfAAh1QOrN1+hS;YTKn7N3elwvIIlXzlKD&5qx<-$%Ai$ zI@NklepAkf+5Vr~TnQR+Shn%#;!@g7Ar9+`JVoV;Hi^N=ed1^XJSWm2ywg3nFHXm~ z9>{}68ROBy@T`fQ6&!?_+)@DvY8TGldi?=Vn<;@e?O*Qy*4F(5c3m^HVV_hcNcQp z=J;OUd`S)u&pP``#fb*$i>_8ER&YWyN1~ly6mqWARgq@vL{MyR<~iW91>COd(zCdG ztBeqs1Ed0e&Rb}1kyU**k;&5gF;rt5I^)>e5u_YsY8}Z*<^Q-IU=`7*yg!l`k5XOC z$Y*%;aisIHUkw(2Z4m*(;a)%*w-^$i#paV%=G)CBh2vD$>|he8Xle7_EtdW+n>!d< z_OAZ-BZrzMmcqyp_2VuEuW+6Osz4ot(t7mAhUm{?`!%RTyh?G%7@b$9*Q))Jq(6*} zD}&eiT=<%*GX6}v6VxAOqi*6wU9t*?C2Hr&nV}Y zXpWFzG(S!EgId_1wi~F4g3-q&|2kHXL(_$IxcgJvHk3MRQVUPc%-4 z$fjF!kRy?fy^I8t$LyTv!}he$3;OCSk-V@DH#0-;Td(t)h~Bzbs&>##pz+fAKr!Xz@5xfuRJ5F%9wqG<=z3 zN26?8Mw7UV*iyq*9}Diqh0p|opwr?lU-YYc>yfC81XTHc+hwhoh_cSjB6fgXwllMT zvgkRv-Pcqmbxy(dw$6JN2Hp$!Hd(ugUp_JjZhm{#$KEEv3l!oPk8<`E+iuk9kUnLR z+mL--T$?w<8*R9K=E(D<+fR@0-cx@06f~9D=own$L_>vCp^z>@wPl46HAsdfEdnBU z9?qk)gS%Z)B2eVOjoD2gT{Sd&Jn0#KirIK}gEWj&zw)o9-V8WmyH4YcgbGOL@U6`+ zg#9%>;=^$kl+lnV2GJR!^D&B#PR(rPg;=lrZ31p{q)A}6R9{uX*y&=iF@2D4w}L4@ zgO<_D`QA#__us2U%qO_PNsf@LFLV7;9+aHW5QJ@Ma*KQ`XuYP7GD%w*rCE*vV zz=#Gd&$I-8JFQlQD%fV&+_DK?uRgW$;B*39 z*vj#am^HfdmQt`J*OOsIXi4Ql>iV)g9M~?-;10kQdrZQp@&%P4XDb#7t1JYj zAi8F{?|xleR|872yH!V|oaV0YK2 zqSd*O637m~jv_SMDSHN%=zd|zTK!>=tpr4l5-Dj3S36)L)V(?zYv)m06;tmU2tabP z4dK&1o3<9euhr6Z7gsWJoe$k)NdDju=l_g_;#65Nq+&HWZ7+VSd7ZWzkx?h(B|qDL z2<>rjH-P&Y0O4SN_?5pcxTJ1(WBpq@nlHXo^aKKmXCu1s_a(Q|kUZ^Rr~(q{e&MD% z=4|lagFzhHYbVV+nPxqFv_#4B$6Re=EIb)~uvwXdeoCfUX}@ihTDcuuC3Oqq;S>T& zV(j}z;4MC0#wT(e1uT%O+kr&)`B5ojs43Wf z>rlEY$s6ohcN^XN5d}Y&f;ImDC$C=%qi?k?)?p#FkXO8&OdrcHeg9-dL%CHZ7tLQj zXLg96AWkQ!@5(P|nDXzSR=zv`AqJ0qHH3HY&>f>=J! zwR#bI(=Uvr%ZOQb9i1I;i4S?0z~sVR&q=k&@H41?Oy)JuaJ05W4^QWl(V(>`g|hYh z^G74%iXc3?keYrPs5cD|!@YLd7G_`oy0T93@55jRRVmvHs2V~`Mee7s%SXTVN>Q&D zJ>23IMt`CLLKsrNqX!Cb)aY{yHm`7CWd@M@zHVucRsV>&hLG*r8YxPNg9$3@+#f47 zn^UTP>Va32vz=LTobkwh+mb|i`6TErP`L}AWG%KU+xk`Ja}p~s$+2BQ-eaZ8dvtuW z+Z+RfSZ;X@IXMM0No(%Z{X* zN2rvz)G92L!GZ5~_agTy{+>F= z+QMZm0y1Q|Lye5feQiTm6+_ME6rvV?T-5yf)-Xqx z`U9hyTg4X=5e7UUE2$+MwpiGr!wUn=DrgN+xL9gos1u){C5R60p86XVmtyCCa9ip| z-3Pp9Wa`7gp1N?xfQo8m)jYA~4hlVvkzAQI%sTzP-ETo{Q#&#+{ju0;mSER?VHm@R zZtM1yEpk^*7+?sUFi@hyF}{(-ooO;wAd={gGmI13bnKy|+Mxo3Y;2{OI*Mu*B^$@) z;UQmQDEP{lFIQvOU!esPZP3eq1}O4Uo6mw(s?5i~_rfJhQIqvc7kzD9wlT+}DQTvc zoAo7?e6E1+nspJ@PyuHypS<9TdaM71wn~eB+p3$cIp21}aaqY?5;gH#sA?Ny1C@;= zSze)oCsa!zirN6NguO;NQ;y4(LpIJkDu3J?pL-{6fqa)JYlSJR_25E(8M67 zXYm5w@vC^-RFt^rOL0@HSmGnpnRPEV{iY(0tpiiEhH-ac8YhjzbpEpv8`;DhO7QEp zUnWn~swxanl#T8%wfbA4N#}|$d6lWBMf?DmwH%nkuW!X6m_cgHH9PG%Mc3PG?8&GQ z9j}@hqLW6yY=7YZF0P<|i3Zrhj_HVIaRO&mS1T}Qm5~*ou8gXjFQ_!~AXhaup)Ea- zLz2eF@H>P!FLIZ9sc{&6Hk}o~+E4O|aee8I&l(nZM=OJUm%f{8V)xefsks&A)ThSJ zpWs_aVGcep@o?{7+c@jiymGmk6(8P~J9!M-d*=akTnBKdnfNe&Fl85BzI>c#Y?y}{ z;-%o-h_4lb^F-D^@B{_MW|LkhRTbeCeZQXi|Lq3 zd++(?UHtg==)K#u%UdINg@9}d)wVWQ7 z`nXxtsI(qF6mRqsrP9yA+k3HY2`7cT=KSh?GEUt#urie?N=B~Vx~7ox-Z8WNkmGQ1 zf%uU`JKNF9)QN{;l(!0x2;DzhaD;>g{KN1WeXY_Rg0QZCtjLZWu_BN0#mn}QWofI*dXsUTx)k}x=hYR9QopyvMZ%E3JoeWiy#~~fIf)Fx zt5;NjO*t^6Da<%el@nkpqiI;AucKSXsdqBhiX*WwYAmu))RmW0W$zIq8RMTMhktYHH&-QSBxq_YT?3lt~1X z=;d&Kt(hU-R$_Jk} zo!LeImV2UHh|vXxxbt0`UK>((3HH|Ppk@PBdN4d}({$EZRG32O*zQYJGVHWWD=VVa`{jwqd zGNjU!BL=>SXWPBF<{V!D8;h_e8~a;O^n~U1+GxTP*L3?=&{+{qCL5u;FZ*_y;l9;> z)M-T^A*D--$8`LVTS!MrdYU~j&AW%z&n9AhmcOzh*5nJwDr@*l-FBGMQ))v$A7-hX z*N;~69s;pc>VDd+UKXdmlzFvnZR(>=aS?AusQ^3OthoG_eI(Hao^3e6E{u+~=^7Hy znLw9sIV}@!7g|8pI@W{$HZDn~MtaPDND71%U!FVwgD3Xfq8WpK3_db51C|Wv{%{|Ef9_J| z_YHK4Ew^)xKV5*>Rz*eH;rq4XS%3@KlY` zwDJN=d1mCy3R8_WP^KuaB}H|dTc+ZLVI2uq|Na7Gyie@9I(I1v^zj6NP{vw6JKhDS zQb<~gT4TqHK4`T?+_`q(oIrVhr&Sf!`qmZop71fr->G~>JWiqc%qU3Yh-gT_(FNQh zA}A8hYWJm<%JSu2WbM|)EQ!PXeRv+nQN#_8VY}a|iGfr#KPvnsNK3d6&g;toItE@` znfP{IZ>Q(rAy62}XV0R9KoE6IQ0lfX?~NeWa`j8yGH42=EE%y(HA^IaF+G-4l=e9Z2N3bZZt;ZE@@s1 z8|StbZfbCvj+@%fIG{3aN$*uLD-J5)g8!xu^SwI}N^>U2kJs4@ehiKX7JQIdwH0T# zSg{4%qo=uYWZlG-gjMisYh<5UW!x`8?&QDbG*t6wdD-b~-xLW!Jd*j}BN%uhPjObP?|x+M{J_Umqf*LK{gm>=DY z73xmN)?T75rUb4AUE~X@qf&xHjRnDxwA_!4?N@}a!6V8M*-ZMUev&pnT_MdQ1j*ih=@FR!Rd-MgBuqM?HGIMaIN?a)=VK;~uB0f=;4bWBHc0QJ7a^_6LXbV&wj z`t1IN0VnKZV&vXILM6g%Q<{@B!sdRG?*l^WgFyc@Z+|frOQrB8!`c+m$|O2#q%kjt z5S*)j$vk$o<~?2R+5Xq1+=jZN2?67{@BPKnFhe!6$cj^P4u%4a3`z4+ZcwaCZ`aLM z_h075=jfyj>^A#ugeKWW&9S6bLqvs4a`|}y}sogkjzfa&ivFs zqvDZi@VP^m-;7W}W7Bb-$9NQI{RL_ZlweDL>RDXtBfSqv&9<{CV0%pUos`k`)!|Y3 ziS|$qu!;6st_^-1*np$Y)fgth#`rQlsEt!r?0HCe^PyOp!U{qlfq~IOewg7-P_6Fb z%U4{0;8NF2@N#&wS7#1oHC#^p(Tr>Hb4(r|)U@e$y}%@qq#wKjyT%7{9Z{=G%Bo6# zA}Uy3>0*TAjRs`7pY2*MhUa=huVSvt@x78E{8G1;B%%@`A4J5fIDmEX87aQ%7HY(6 z^=h#s9okOgDbb-9xubTs8H#R>ab|%{acgX*XRyB?aG3Kx=eX`fZ;+%NdOTfP^<2b& z#P!&o3DTeocFgl~sXy%;6cE2)lB7|8EX?7-#&{Bn%-Bz(&&TFoSVY%bm4AlZW1GUn zi=CZrPgTkql1T=Hru{TSgrX^mM_)^rMli^8uZq9qsrg8r;qb$)+O8XXi|K6Ziv9%y zKgFeWnGm0+uNmGig%SE@NBc?n!~3UyG)fUk&RAUEyomZO{Vjq_B4~00)Y#*H_%+tn z#9JYouU}aGif02wM3w;wFOU+{fDXD*G*>1e7D}ivUMSgu!2JO0FGtAo&RqZuOqGyz zU_uVm7MVVu9I-0XgU60joMz4<@qH6Ym&-DvZ=1MaaV)YTHgbLs!ne`nlD2Xxk3+<6 zOj3cB+6}qgwqnL&e4Rdu1eFoxm@jk5k{4sQnBrEu*y-!i~V*E`PQ1b6*A%r?QCG;+>Jo)?otJc;hqlqu+%0Er&hv z1KlZCdKdabS-+)5rw^Kckj_2%^M(&NZ-))`BG0XLWi!bqjtfW4YdcI=kD`QjM9aK( z4qB3M4Q9-@G*w*|BWb0p=4QT2ol(Va#t?5GvEnLF?M2>pzl&fd$-AAU@Q$)^wy&*-h1YVA72Qt%khUujovQ+F&36VnCh0ho+Psv%uusE*+7~?d)Z$ z>Bxcb!-xX6>~?nqP&<#VR}6R2kwmBR4ldqRJIZ-bZQ>JO7B7iGc?Q2DrFqf>WNM$T z3T7U|(oX?xC{qaUo?Va5fBq=NLC`SHb%*F9t*Vbsw{gu<3B*-V=}ub!_iA`=6W z0@NDbEC&XW4QLzz{X0pU`r4O!f&G|j4N1?8#l>cIdPpisZx1@xShtfO@`rMzK8uIa zt)?`57UT^#j$Umd4M`SnL1;@!NA6>rX|R32or`Y-R27`{d$GLFfAzTw790YMbpr;3 z^8Ky(CymV|fcf8}B75RPWl7{6!eWoGp2i6n>383zr}(s0uSz7Tq8;lXS0}@IscJla z0UFuARi}_qE1}@oGT-wl!FeR?wPZu?e99I4xUuo|mpa~+ZeQ96b|tc|To~U%1188r|Dd{@eG`s!ZoUZ~KPv$BK;Vxl z^q8JcxowD-)zsNCesI0gzoLO2FgSqo;1TqdjBQvGt^1Vpf4wd*&!9;di54Wkop_S5J^PsR9j5|ZjL`Lp91!tFXA7Y3fY*iDn#odm`R zzk`#b42w$;zo-gnt-d|%F{%^}FEg{%4fR#}qmAHEIH2qo-H2Dyj@rbaYuUOlp|q*NK%C zG&?55xPk_d7_jXv=hU^`C?LKH@Frn5_`R-oq_jdO1-i30(E;06AwY-p=h0iUNs;7) zjf}AKh;_yf9S#w}b8S0&9=#}XZXgf@8@f`4EiAWjfAYSou3Eg7jMs(@IgFblO=>YY zB8+>eGnWti^+pM?-+qM~ha{+i@~37a)QJPMT+W9NLb#_C=eOrh_K}yyhmnu5Dsxa; z2w>n`^Vzb#v8RQF$!^DS_`U~UlC2>Nbegj2jN4;!IFs+Rmx^ zF68Jne`^F#i!wx1r&YtCSf8^Pmsb297iiU{iLuUk0p#!AAb%}2DXD^5zm$R^U66W= zhHy?T;?8N9)%bkVm$9)7l>`2LEHy%yb`9Hdj$_c(J5nJ;cFfOc-OJj;dq*6}hx??2 zt6(b4uD+2mCdM>{hkeS7(j{p~wxujn&$m^Ge*+i1RYr~x1dfu2husY6cg_P*~Fo?#@2q;grk9tyBTt+#@L^d&W2(Awtib!(s ze}YS$!i#0_JR!}%3Rz-z8!F$M?}e99p2yusGWNOMvmT==!(=w#?u( zG~;`M*OJs64qKC9Cs($Ck^EKO%4rJSg7lEBfgqJY)qZLNTLYe6oG~dvL3yA80&eOP z1rXF4u5#jSOYEpjvdf0ch?%P|RMZuff1-%pqfjES*3+l zE%Oq+x`V7rwNDJocHS|DBele51vSz@GKpC~UE4lpmZsG; z4S4*Bv87z4E%@DvjJRx5(PM%RHrmDw?hYm)yuu5){F5B^Sw1xk_n0KVv~~E)AW8@T z*>{%+{aF~#1J&Er{db0KLe!@KRCO1V7W>Aj4|+l__;hh&g-WGcp**o=f05Obr6vlz zOm>mZeF&}9$Vt4~;i$w#9DZhWnIN@8W=L!`{hf~*StN z;DyHumpkbB_U@{wT0NS4fB5!9%Xp_ID%6Dpts+-!WBLM_LKoXnUp5ub$Kdl*p`)U2 zXwrb{jzak;i3>+`6+Tn#&!}eJ%thK7(}eU=#M6PHCjxEF19K~Z3Yw=?cT{*c&AY9Z zYial9qJjK2=h7Ii9$|^-25R%nV|X8!B$p>Eri}31TOWwla%X3Bf3aCH>BN(uzShS} zOznPTG@`f9ZOwSWcI;e>Goo}7ZfX-%{iMEeyznvZ$iEEr;Z#0p__~IAp0CEhxOG%c!hOC^R(Wx>}Wwx8zZ` zi2OZou|+!(9&4%teHw z3K*H2TdJ?P>~1T~=&qvV%cYbo(>PpYa)NYv#dV3wp1rLd%IBgEOh*c*3gAMdkaA(H zV)kSCV%Emn@xXDuPfS>j1xyQvop<*Ee37YrSxMI~mf%Lpe~q}jk7bgf-TH*};V0Li zmb3KP+0f%Qc0QeZ+b#H|@2ifb@jZ(tKI?{3fhlb|7dkDGIPVUY_WP3>O5P+gw|ZT< zZGJdH+1T~s!h2;ZCsh8Ro}ouTym{dF{F{imbS=UXKYBj<0cHn6OKsUHqt=Z5>j<1d zj&k|KO%lIZf0VwdSj6TMdg^@KTsgM!z@7ykH2fy~(cMwWry@w^6DpP z#>feN9JV)tOBIOqNCblPfL(7Isa^d9GY;$fdvQg{y1Q{37XrSC1(N1<_PuJBA->@Q zx|rWTX@`f3!%vzq%tXDbRA>tWNj3v#z4{;QB;#F`fA&@a3vV_cFw)4b`H?!t?%7Jz zNt2P}sm9XcyRVw8E_gyzZ&VZH56W+M=fm}pc7pf@-_9Gv@sByxRbcIw;Iy}lNQ|1c zOKVA_tA}H6!{S@_m9>fX{XYbuq<~f63L!pMN9{(wQjXA?pX~UUYC9Z21e~QPU{rYV zXt=mye+tj6I;?q`fcv2+I#rl-yLWr)3-A<1*o+w@Tct4m5=}#P_U5R*%@`|VEt%{S~GjEfYYgqmS z2<;x$L-+|6sl*x*j#89nUDVPy{?EbVdt=8e{dfZwgdu-*>@> z{YJDQo4KfAMRG`bj-t>x1B_n(vYwWO_l>yuJK;IMMapS6{7ybOVwQYkX0xF1%QuN~ zW1cNa3CX$MpIh5wP?ETEe{!l}#Hpk^)ZL|J^&h#H%M-^ix-kOeGf4=SLMc@@FPA@k+djZu*bAW*6j zLg$<8gcUqZUve#N3G3@LT+(i=HquVBW_|%zEK-akHA5tC5G=&%e_B)lpz3gs!ifJi zQ;v*2BRLlEm${G{ABQvG5%8r$V!A|ne6^*OqwqbI!k`)3q1f}#9gvzLfjf{C&RHDx zWjwt6`PH424jVg7Hr$Up{}#+KL6kPLLv66~CeLI41Yy6NJaO-aOtwH?lJuGZ;Sh&) zj{7dDtK3aI@NyCpfA<4*hCLB7W=d!|EQhaEvJ!>87VGj*sHZc#48D*w{KClbXK|Tk zC%si&{JH+d)7awjqaaS@7)ZTmZIB=I$CXR>w7pjpu5Uq;di!%HXrKKbU6p!oE<>8` zV45c!qGnkpuff+Ff@Wem=#UTWI|%DUUp?1U26di^@XhgZe=PjZK=o<*B)>(O?wEhH zQYEQE{K%m(Q9xQTAAKIIsBpa$7M(pno3bYJjL+?EM}MWZlbN`{nI2;rzJQ&xoucHw z<F@D-VkR ztF{^*_e$&ke+;dOln7IN?UeU>;wcy8LrdA`S2w~=xsZGN)5+qO?nJM(aJ)DhVg`+_ zU$>vP3u$UL|Ma?T&uNH1)7rJ$!(Ab@-q)Y)jw*=Q9x%gqTv+zU9!PE4g7)ksBsg4zdMPuP1DK38yU6tWrRJ|$UL~hEN(el5AcPaK>-6Flf9g-1Z8q&9Kxfu|R>gNOeVC~yXm_51 z#}fe6xC%$ylwjoGhCBQx&fJ z#FnW7wmD*%?i^#%R;8$Tv}b+icLb&(RnPr!ku8a^s?y6qf9YE_k|n0kJj^pmh#A_4 zG%{o-`c9<=F9=-u0QV_f`h1Spwrgr?tNJ|&t|b1=HOfLeg?UZ4p2v-KWypy~osUon zfB7PN3OtI>S3>ip-8Ve~0W#4zzicn8q1l~r#GX56 z&%uLV@O=3!L>o11_GmH&645$VFh%xaQp@lAJZslZBvZ{NZxX+SdlE>}cW!fjfBPL$ zfF~3LzI9Of(T%uM$81pfiFtAIH-=SUnN&&nv6OX42}|(49KHn6&BOMX22U{b3&91% zTL`HyZFnn6fk*;C#(b|e;M|lAD%^ap`kQ?z{jugbnE3?$jxN_@|J0zd=#15%*!f}?JE0ao&BWzgk+*AzU6+uAt_uKt+~i}k4M#~56^S)S~FKB z3|$>tqSk=}sG15so>m6ne0$vh2p9R8w0%JY3008hDKfKWvFeCQ@IC>wf5sprTrtTE zctcFd{AApEErUX3o*)77I#tE_a;yE3NWlUZBySGp59S9tK%$AP=`N2s?Rw z(D&(S>$HPWb{rI}47S5#=g5p!wLOM4t*R;2%qP+KD<`&-W74)+bX=NaY=h6z5BtO) zFDwQQ9%u3iOF%j@qjFCB`Y&zRP6wGQ0u8phD~-YfFvc>3TdcG7P0z3VL0uH&!V?(K zC06~#_s<!ESDA66qaGot_O#5PT5LuH-T8sQNxo?(x z&Es$kc$Zq^8wz_QUnaf=Uk$`Ay<{tHX9f+lZ!*m2tW-&l_T28}>Oo%U5}!;cyAb1Z~=D#;uK;Sck6!p2QMWMB<~>lT&mj24|pf5WOx8Xq8RY5M62CZbFz z`}50tZ{%?(^(l3FO~l+3e@dH6@m85lEy$U884IoaSX@3{0gK7LwzpCm8BZAnb9oVc zI`?cvALu6=NO^n8g55MW4jlEW-$z-)Z7P3i2q;|RX4Aw})}_9K&;R8mElahO{~Rd} zLgrx8ju+kCe}Jf;$d^87k*|~Aj+^%S)VsHgvovL4-eEVF!ngeU3Or(TVWQzH)osfT zA?NVic{jarI&>kWI8_D~-=sQUMb;1_++oOZ3tvUY=Tx3@PvYN%B29g3ED4!0q5V8& zP}xl(*o02Y7b97_YUYtI@;ELtv2-+Or-&Y{E7K>Ve-^5an#a`#zU8&g27dO|)jzu; zQ24ITP(3_S;9~fU9d3Pd12q@7g@Sp_lvMM%q)Y317oz*lFkt);2y)(VstLxaieT~L zG_4zb^?Vt%$9fvN9lhHO`TsT3CWu&Z=vy(!A}7pFszFKK0(5<%*|!kf5NMBKdGaLd z5>Md(f0f!8--c&PQ4ZP|*N=F2jNirWBlotMx#eEKE;y;^BDRe*w%ZnzS48DXJK=*u zAhT)fPw;jG9;rBkYY9!q zfFBfEW&Z7hux+7bQD#k;C?~}191B|ms&k^cf8K21TQvM*Zbk3W`kpsI&Dt+Wnz345 zIODA-vWJd|qd;QVXPrR)o9Z_o{Ftk=3sVcwhTrj})$S9t(8&R&B$%6@4gjoKtw*Yd z)-m_IA@8MpWtWMs9Kn(A0^i*RXznQYqoY%r`tb35M_W6$cE;=~(^I2J4RPpoaQH2ACSG%%NE4zHYl2;PfwLfbC>q|)cg zUxh6Y_sb6X`Qe9h8g}?=rHHt?i0qfHe{bRkUo5X?{WTX1inhz~THL59)-$$obqOA( zB;dEQvm!bR&Yt<^t!P_y>Ki2DetZ2gMVs`ZsoY5iW#G_{tnNnUGSH4E?6Ssb+U8O+Z5d)3JkKJ2ib0ExIv z;835r#WGKxLfY9D*B8FXA5ek}Cu1xVu84T)#PGm<8&sYQeJUCv(G*VSOHz90k?C$X zw!p=h6Gh5C(oM4k*bqc3Ls)|&f5jm;MH&IQ`Iw(HB<8ZSREM&4*j6YdL;7=S*}5B~ zS{9#kq zs-oiL{Q4Y(=hAHT)7Sm^2AyVjpJNdBmfSCya~f1{{5&79X>kRLRH^nve>bh=o24lR zo3P1###Vz`_F=IVUPEh01XO>OKKf2BZXS-|LUCR2HW+S}qv%aYu)A`v;Wd3n@NU4@~G<5B$1!*tVA;%h)b*cq} z{rBB7za~`7QcA~6o=vuXw;SBFHMCx#@!W9Tp+@MV=lso8eq&dUD&ej}LhN8$GRl?{XtGXQp^xb6c{%nOW_sflf8&S4_)SJhUJ0$1 zAU~zOXEdUW4XCCc;b7m2W*T>bK6M^K!9R6#y{?IL@owI4CsQ38*lZQuP-~kU^JCwq5L5RtY0$*V*~yx69N<9M zc=1CBD5gT95isk+&CxR?1rP3ZSHVk(9JyCvF@kn$U(J-G&Um9g?{p%p9SeoZsLr>Y{=D2fO^3GYGLSyHR4y8!>^r`a~xJ>Uuz^Hj6f%Ut6T*}-5$35teX+AeL5 z;_CTb2nQCBPYH9MZL0r+Xf2-)J=lk?N zG$SAEN%>~?f83W|uLPPlpg`0`8)YnBWot?XU=M>cgj>bH$_wOypz zK%ow1k0x;;>EmeA*FrHA#k_k(O|uN;uEipfl+Fr34E!QNNOrFXco}SlLIY>l(tGNEONVHf7 z_iRf2LD=q-yo+Ryq|25KTc5A%B@bNcXs^j5rzJ9D0_fq>-7-b=g3l4wcTegp%Z|EI zI4lYX(}c@aEABs~XP*r<5_5o&9U@rbU#_UYfAf@6W5XSqYi(%Evn-nQUXdV-G$WI* z(rPY@Vj_vF2+(Kz;eHb5q+{U>E(4vL*klU0mr}rms!^JT5g|h?k>@RRGqAxMcI5-~ z#)5-?&^?^=pa30B<=I072J`{*=UoCKSG(dX>Ph;dbq0*+uL31#hwQb7B1^s_FAw7O ze^_zLJypAv7Au*jVnuz?em4W<3A0l4MH+@1u2xE^Z$`26PjeMXw0^Whmnz!f)DmRt zNzsT)=g_flqbsXIOhNfpP{~LytE}-`3tJ}&*dw=@fTH|27@k8Q1R@f7oO zXMe$!KuUp--#xVydR#+at!(s9uK7W zMla&3aEIUZQuMKn@F_s;dAkXQGi#{DD+;n;2DQMH1X(cLR2R>(Nm-=6f6ckTDgozE zV7U)MJDFI=JuquJuq1jQuK8ayHjA(VU)BR1M}KAKDGXPA@+5P}p4&RY$qQI!`nbX6 zx1D&3+8T3f6Rq(~fYR#i+rG86x+R2Svij=3I_4ozw|`30XxMn{NBk;r5TJ6uUDGae zE&6NUw84Jhs;s9Jbhxgme=6oOy}O-~;ad;Y3fpEiqm4o-HAV9>;Z64bH`xOtgglXMCJ;!uyMYbgS#9`jkoOsnyRWfA908-)^uUu~Dmq zQc{)|P33`zV!5UmgKE5(D+|8tS($@uFh^-5qtBCqTH&X%5pvKjJ*#5$ej9|_cyf*& zsaty%a=fqv*_vAOPA=C1c+!CcZSOthk$J0*9qCj^7rp4TA*4h1bEb0N#-+Pj9lPs;@Yqdqi>BNKf7B}-YAV1cwQh& zij+71*rG^pKJeu#r2V9iw@j~<6v_1g8P1tbTM>vH=zM>G%BJ-eV!x5%6VI|T*Ieh- zK$dPWv7~jU#w0i(>Ljsh}%wHD4f~3ZS(X$#74k^bwTY{08NB5N)nabt9Si zogM5{mH!({{OY4LbdG!`JH$ZA%&sm&*@5Ioe|Fsslzk?7GW>fKn=k{DWX%)fC=bRm1)w1W<CMXDvQUPih)hHt|qkkb|v2KJ+ggVAG%BKJs)2OJh z1X?9%t`pEn(4mp0(b9xHBcWG`U7FZvg?$>Rr#uYS%0_D#xKRo+4oe_oq=t-!40dXP z4tHuBZ4Ey1jfS!BC78C37KUMgatZV-R3MXeGc-iii_JP?7)?gT2ArmBOx2@CsxD4WLhD3{r(wfEop3 zNFH;5&;%?|)>`0n0!%po9Fm8ehN&tkA#p)Q%mNBsgkB&E-FS_iNdTAf0sD|33XqGT z3V)D9gc@X_Z8RWiB^3|@@T5J+LR;Vjl>&BvV!$lmN$N2s z=)!W+Ff<$)j7ck60niw6?687CNc*JszWHWP>^E-{bR?Tsjd=6RuORt>hd~A@2Pm(} z#d!SN-nZXgSJx>y(6AWFx{Y`^9Z%SNUaM=RT zuwYL-nogF@H{Uekk!2M@^&a6uv6;pr-~n=yZxk$xByINyK<>Im3K(g9R}r9P-HL>5 zEa;M4PXhkksvfK*00iIQqH(%=0;|IXx`7#r7xU@yVY_VJ!nF1uHR5%9xolR9dVl@L zti}1BwtK*b$+Dd+7oeMH0DIz9yO>_gkJ|;QHY$47o{WYMrkBlI2?Z{>frj-Fts2Di z8}v4u0|`)|x%&OdWC|4Dk`Bcot@TXL_r&4F(UR^DMw9n@;=y!&($1*|`I~qmz84SQ zD!Rcj9m8atv4eo>ZGdXQSwHZ=LVptmpt_*aeG<-LBOXs*PaA;4KV~q+feZgco)jR_ zx&TQekVI(*D8&sxRdq9XB<{_^G5Fd zzyb<(sS7%HfTr>;b)7SVVB+<4Qy6$K?u{Iv6?$z|K-K`QB`1MCJlLr+;C$f2Zj&=! z4bV2)VZaLJX8mqtm4>|v(0{m7T?zY;`)jrz1?Hu7@~XvND~M8cR4X4gV6fD?C$MC_ zyHZ?tcwi%vE)DfC21Q z*Gn}BTKyg7dWo{igs#L z_LxM4ysb9jj`+F>QBRGSoxc0`@enL>n$GdC!R)u+(o?QNb!PL^qvq|3F=D^{Fgk8u zJ$~>T_VG349saQv-}1V@)gFz?U$t5HuZqo>Q-| za~CDWyHw+~g_h0*sOJn0)LSa2dPeF2mw~Pj7A2knWN@_vywZd? zjov~7PBl15uEChJGitDxysi*n0o9isuMj)|b(dPN5F!NEM@$2kfUgk80q&Pbun;dA z2N?3zXnR?S)*o-5oae`PNi)qN<<3~z|DBhSun^V(XP0QP5HSq3@rmrqL>e7dU+ONG zrLhn@0SA}iu@HzIem@(oVXa@Kxrd%cv;;wO%?Ni-%W-i^voLYcrI&`X5HT5%=Q@-s z9P_!a2c;}rq23;7@p}nW@px<-ED^J ziedef%Sq7mh**|JkuRi2rIk!|PnR;Z5Hbp1F zfheD_Tv^)nm-)01aS9#x%Z;wy(zt!EmvprdDgmCCpS2Jd0$x9txU~>C0XmoQwGg!e z?YWnzwh$u$JD1G15Fi0im+iI?Oab+mI=2w633OXTp(@t>!rqthw-8SO@|Qul5Iq6f zmw&hrc>zV2`M3}q2y{+}%l?w>{FfcM5Go_4J!_!4$xxoYaBI%w@zPYFIw}Bk~bdSQG#QnuFev)KU+7m$J zNjo|{TjCotdjk8#XOR7VIUJ9U?@vz0E#4k3+w-45C+~?jxdAwT9MJx3ILA+4{vqy* zhhkqm7Ei#ffOeJ8>pP;=LG)b1@N9F%xsK5KD0(K8Qd5$>V)Af^J}V z{84lDMbvhFJb&|W|EB}s$Ft$`?7PclJ6VjTlbd*=EwTiE*$97tDg<4yM3x*W_;Jt6 zZ7lKIS#mTV9=Gj(C11~$quI&y<7C{vTh=9WY}*%I%<3u^v!Vh%dN4XY?eC6?C+DM+ z{$@GjJhkp>(aowF-Q{}k+hrzR-X3k-*7wWuE>AVz^>nG5f-sM0^M0*hS>5);yHURz zPp9+MsOYYzbT(Xm9G$e?b+Htq$+A725635?#cVwMV|5RIl$T#wqfvcR z-W3#JpsPHLlJYAKRCnd=(P-_ix?L7G9sQ0Cv-$Mo;&|CjYd$;~9S_IYSSF~Y^Nw#LJ4 z*7$b^FYo_<{4B3=UVt|(aHC;?^Wh_%^Y-f-Hl%WagN81axWb3!62GVHYLUxp^xgx~ zeBX&jr2W1ZPsI=7Ks*!ASDNs(_#g3;cmo=7IG&vi#gRB_m#7|(&qm^S3cLkHdD4!d ztQGBSF&a-Npf*p%=@6ft&fDPeZWCiuwjAs!odd^Q&2KOVe! z_Pm;ZpSyN?GEWXa*8OuP7wy)`Jpm}b7Q^{``tfW!eNWrVNygF`a5F=MT&~UE+-Cj{ zU;gm$>8on~;d=3Q(#0RQ{Bsx(^bNMjBVYut%YIF6uE@L^>vedx;#OXB=ghX@d^y4$ z<=wk#(QR34w9dLUwZ`sS89w_D_J8@VhFjc!!RR4=EBX2PeX=&WTWS1*{r#6ezv-;p z8!cQTvxRFF{#L3E#nfV|ro>+%*GcBhFW_*;(iu? z?S~f9(Ir7{-oh^ZaS96k614byx+a-hY4L;SKRx;BWha^I72G}N!S%r3omF6BqhS1< z1*4?jDw&eAJxiI9$i^#~h|DY4wPMyLqx7w|gQrj5JbLuBW7G|r&_;s@1|B(2jIwuT zRJaMj2;A!+OF-HYtkX|m@KspUx7u+mp1yqW`rwC-#W!d_{P`_ru}!2T+}&Bc9f~l) zwVB;Yxj#O*|N0l4+2L?2 zpe@?ww6;i8V)w7V=MdZ%moniML;=8;ci|N^0S1??;T1LkSeNAC6*B=0ml)y|Hvt%z zP~sIf0fCo?;uSUl0GGbv6*d7Nm-XTmGywybD&rM4fAEig4CwXSJRMlr zC$q&MZGR0XaA$aN{NekT-%h_=h0`T7dzaDkY8>JtvHhV ze{Qtei_eG0x8JkX+VzVC1&775R7ufVl`Izvj8_+%HYibVYyCSNcZ(Y|tmSq3`PE!|lg|Tv>v>;cPrQdl<(*R#6X!&X7G0 zf0#vc28XjNhkK0YEP`{X(5P%(XNI6PhoCn{spgzyx^qr1GFrdU+mzUcl-f}oEuv+- ze?*Q`c3&QX+qKQmMDn#GBJ^-*4(v_HYQE!gFZ!U*oXQLvZ&S zGWe;&;aQEvn~cYB0@}6=r=yh7$Jux`g};+YSZ6n#3phqieu`=OFDUfWm_E%`i*D+t z@iYSdXYhBP>+}x_%C<~mnB~W6mPB6Re@jhY#;;6Hs?g}4(PGw+oZUup zcOUMLhexI4)*Ao{PXrh_wfjp>q+$Tp^}3O5rB}+VVGEg@dQ2h{Ntf^Wky%Txoj@4d zg6+dk=eK7C+x#82A%O0s5nW34x3R5z+5QOJ-WDu+ok#L=Cp|5=_|;;8Z{;n{f4*JZ z92IeEJqfmmTbM=sJtROj*2}_qs!b^iZM(<7m4z*@I#umxaHLLF&)z9J*U&$TN7hcC4EsrjTtM}Gb3|mWKd0DSd|zw!Ajzin%y0}r{VPZ zVG%z55hbbdlud6z;e5WBy+%J)f8m&hi^c5M!z_96XQPL4t>OD;jjT7e%In$1C3?!` z9}}R8K7WGWKh5r{|v{`^bxMT z#xU?Si2>>JA_`#=4?Am2R*xX~=~Fz7lQ%k!mP>yd&(eG2*>n6Djxl;PRD1+Oe9!pS8BLe9 zH40}oot-A@Q%)#1(>Q9< zEgexQ^E9uE1)GIfI5T~fkLVQ&rYc|4dIv*D89Sxwh4Sv&45Sdf`q8EFXGN2?lKQ{QF=o+sX3 z@vK3Xtu^k^3Z@qzW z_)7k`FpO3Oy0d9yM)BM>fkOMItH}eXVf;MZ$`G11P?o95f0pXKRRq4g9A4b*|Mul- z{|gH`g=h)Xqyo3{(X9odS{v}H2$kBvwXI2heHNL^roJe>RpdH9x;^{$4Hh-*ThyL{ zG(z%#aNG!YJSbNsb-m)j+Ig#0X;EDj?ns`17GC1^Tw_sN1)~qQH=i$$(?yxS2t@X9 zub*p%uML7qe;Fs;4vTWVi@IzrWhhq_Xs9^a^Fs$Opc>HJYs+5Qi?u9@fS#TG_~re|eh|w`P8(PvhBaQQS^j#Z4l3 zZQ{nv&p>FI;Q9-;?2ybWk3*vZrEGQFe5gC&vWYjN*V@gj8C3?2szXMV0i)`0>5WM| zs@y4B(JRriLTlA&=Zy?Yc>_AxfG$@MC@?XHc0w$NtUigJ7vb2qZTSEy+&Fy0!gI8G zO!8*_e|**^&eE4K`2{5y+H-!sgoqH2M-iTvXA7*ps$>ltsy0Mb16|8X1JuOqbXcCI zf@h#|c{|C^pzOspXRTz8uM|CFFHn_?X1}Iop_5^d-^jukqv3e| z0$ER#g!DN~V{$Z3LNt&+BRpD22l0dl^p9{pe-ELUnmml4E$M4a=P}_1lE-K0n1m}L zz-C`!`UwBcmoc49psJz~oI=be!r@Iur1S;e%WU=sf(K7XfzA-^bdmX=JcRo^AnLgpB#|T!`vE^E1@u)?$L>{%~jyO}if5=}uRPv5gs`IXW)ZaJsUB13-6p}@` ze_1PQ{f+?WT4UD-9CdA{r@DKB0x65xYTb*X$+uQ2yI6$Va?7W(HH0pyYrBdFU2c4# zU+UlPDkPfij1g(-+dsa3F6!~DS|>_2%I<8_sn`&z?rlMpTP@^kn@z+7D0gB^zSRfW zaZTLxo;caL(*?Bi?oEYvHYv&-ys8V>f6(wCx}up0dg{$d(`2 zCulnwKCY682mzElf(aIxZ6+&I{71Ve726{i=kx04j~DL~;&Ve`Ury z#+_Di9i|QLSJG%Qf<@!!8^sR#W-`U~5N&WlP^;p4DxN1rM4ZbZrGW)N;YTS|SRi^? z0s|C`zHK(WkY%+~)=L%5K>zz+qY~bw*PIu+bSNIT@#Gy!L7Zr)f~r(`J1WM85^&9} z7JSD`A6B5C&47#K&317=VCuRAo2l)W)k*=( zWqgrJkK)BL!8{z(^wTgqXIu^FZ9Ga|mY{~dN-7qTe$AC$xt@KSf`rm&qWSHE*KEe=lfC)L4P# zsEyhLwF$OI{qgMd?#tI2YPAluY=TCWs8C%2Z8xIYu-E0%LG;2Kwt8y)xsEz4BEw@Mg z-iy2zXtxfuk`+s|8(~)4e`9{{om&&LVjB}}%|@X0_Mn^FlueMj1(NZam%~=UE$;wj zwg=VRW^92HO;ETuRbX-z!*X3_v`a{sO|Vw8?@aaTAdyqUfka0pw|NC?WCYDe^9xgWgbBX-W>wf z>DQZ2Hy1hHbsmVfvH@8&XI-H;1M(i+9YWOc@!iqUaSnH#^Wk!1cCFnA?hdi(_+of{ zdXmFk7fg9edsWTBSM5t~1b2s^^zn56`u?Q++;9zC`%c1Q3cUC_VI#mhM5M3h=Le@( zCompAMyP12~AyD;x#NL9dHqT&<-U#jv zL2Ug;<1NgsL{O?8C3bEz9o`|#^?aS(0_(Q1II#&@w?lmE|021Sv9gT;JL@*WyF+~I z|E9Nvx0Q2A*;|8chIfYm*ZcKt3vS!scptrHqj>CgDZcu?J@jhT0_}{}^<`(aZELOr z?hXO2|Ff(XUbS(&a8_-EcZc}a{|QkG?|Z(i7T?%LfOm;+eV_QW@VYJd4K|mC?-d?@ zBe*-nw&v#=t*X+rofzva+S)q;Ea(Vf=izg-9MFT=3coZOKzo7j1=3%6rURVBBizUK zDGQN2I||{C{zoH3%Iv!T*yi`0CXs&Mi%6d=66sX~@_Flz%->f&|KDvAC9**>#7bpH zzgeD7`~E3D|9zjMfY2Q?%?b9Yk;^%HF}c-nJ?d?m9%m zZ6OkFb@y0V?=B=(mA!eRca5F`N=i=-rAG+dmO?P=g&=E!4;ph;MN+h~Iay;)Q;Nhi zL?WxE$W0d!rWA<@*7epkk(e%#=u#wFuN|u&D7{ zJCTniJH}Ea+iES_*^iU*v4XC#O77KK?q!X8)y2ImxtD9Xmo@HH7x%K{UiNVBd&@4i zWy!W!YXdC*K*0~zusd0^0aLfTMp)&dl!|Cbh1blkD-`lFDDy^8ZuI6gIfyPflp&fo zLNu=hWJF*MRYeq3N-Kq&w`*P$OJ(}V1Ge0nj-j_LbJdgS1V&dW?rqb zAP5S#Q`CT3&~V#=vUXh!)3BNFw+hSCuq6${n+hw^uq_SCuPLld!>%-}*sZWCZT(xV z$b!o6sa0)3)eW_>>CN5z+ZNCRg4&t-&{!7|!qv<%@2 zxPrEVW`yYo1xdO*v=5}?QdZPJFgX*hCKtNi`Y zbCO21!)O-?ab41khG`DfC?fKaFjJB?v@x_fLS|Xgjy8ox zE)!;G(t&mwZHAE9ooqt8fQAneCVSF}#v&7)BV@8C-K^P_Xm}`LvL`)g8q>3cOn>%d z8=A%x|0PWJWCvO!+G#>2d(wxt77gzvO!j0a8fJ}75i;46-Dq8C_&#B>C;EPLqfHVr z*^>b@CUL}^Nto=(el#X=G)~B5Pl|vko*V*9?Bs|Awfa^hN(w7=GEA!>g_rXO7A=3Pd?5m0AOp%k2+BbPs039Y0@WZ3^tsCe zedKC@K5b1vAF4G#pQjd}kJ38O2G)aiumN;{jbIbl3_3v<=muLr57-K}fjXcmbku@| zXVfG4Z!=hL!GlZEwu4^KXhF}4G$l`O)em-pJ)qBmzHZ&J3+w|!V6O$c|DX#4-~fLQ z;PW2!0T$Xw3x!^{2v}63ouCJ(gNMK{I0g<|FnUW5)nso2dkK$&GhoDmsdKvJ1XuTf z{e)v+987>oa1xy277f@G&=fyNs|04jSqqk5)lLmdjKU#xDQZ>goA+cBRl{oI>LX0KyNSv zC?-NGfNTVFs54W;XDav@(ByEgZIR*vFB5M}A$-GWYiAz5=KL*ur58hiM$%aQMJc zxVmP`e0-OFfh`=4a5%!@2)CZMqL_8TS1Tr|j z0bmPH_I{Z&&Sgzv#W1t-YiTBzEsK{3?7cAHMtZpIkUX?yO(nw{f>UIOl?^Vn7^+;3k zu4=v9a{qW;nu>pNRos=9JNbTT5m05G1**MOMCUEH@K4>sel>H<{0#Vvq(x2XTXNRW0OQ~!m;sZP zd;U3HJq6Byv!DddfoU)Y7Qn3KUipxIaUQTai`3~$U>Pi0?#*u9vIN+xMS9aK)WFK% zisjz^lWw_+Mk_X}z4@qG23a9Qj0gKl~DFzd({>vKkKo z?KN<5ti6W1a0F<_hgoCBIo4ZYftZ}fqhJh>{dj+Zo7rT>lK?ZsWIvt)rvW~Q@j;9a zVtf$egBa7qvtZ8h=gQU9^OpbCHMK5S{*B+OHE)IX2i3Z0h3#KaYrzU5vuZ6`;e*@M zx@3hLnvL<275@4|wJuxD*lD$vt>)$}wN|X=ou8_8#cEgD)VgZ5FFdW`46NxlTLY{8 z&rg38n$;bCNv(|4z4)kFWmZ4*8MQ*I|MHYt zimc(Y<7!n~qm`+ZwZ{88)XG`oE1yy;Z%rG2saC<7j`pclV@;(u)vC3oh3}|UXHD<9 zmA>=)z#aFcxT`D0-LIy&=L0G3ZBKFk$5MZMsUX;cGelF=SNvB8b zY)Twsl-Sgi&Hx=7>YR|TRf%G@#4e^Z3+BLiz^O(_=S?~=T>v_Qy9AbiPM&mhs`I8R zfWmb(ux5LK!C5sxnX<~s(`pDfkX#|<1ag%Vk<}`|Vccpp$buZmgMu{&cc#w^HwOO$ X1vU#um#_~OAPP7%ISM5uMNdWw_btnY delta 69247 zcmXWBb8IHe-?v@cZnw5=yIb2fwzkjO#@4oN+qP}DTjPAM`}e%beE*rr=ST+0OpeS^ zzSd@*R(&5z8c7ExZSn;Q8&p@-vtaK^GASwtV775nJl{PAvGs*yF6@V=bBZx2nf?t|sr)bThYG<6`%1Z0&=y~i z40o3>giB6g*+LVjVr1koaoqyz8xG3eLjgdFR7B1wmDWa?oCYeG6m96v5KTp%oZE>U z&<{r5{s$jJaqtg1locGSv^dSG^q?(eCAk8wSVMj~RmBvClgXlU6evc2W%d5XqT^{C zl`XNt`e_++cMd{>S~_*0$z%hTpxDZ5{8ro3yV#EAkN_j+%vTqpx=2FDgea{e3Kj874zV z~L6RnF-&DlT)VAC{W zJ)_V@p3h~JHIJ3Q!?$EZ7N$d^Lp2}(cjvK1F|&R1b!b6Tl5oE9{BjI7cqh5lb+Ux!qrheDO);=efH}x0X%gsV zh}2s={rL5VA^+gJWgRpkBt&8njWm8w$%Eg6$*l0@4-ip(-I%Q@6WtsRbRmh57^0O8 zLOyu`9KDH)uoW3}Ir)}>6oO!_(Xt7HF$)6hh&8!^l>(gbVKPm579KtMniU6>CHcXQ zwuy<&9G!N7-;SH#XJMPO>aC)VYJgLw(^Y)m%@^imxGk~w?T>@I3en`xUW8i$d{dvK z4ipu$_4wu5%cwWI&Ryy;s~Z*_qM=;})WmHZ<)cfKsLk!x57DQ*Y5ckPsVyQ^rw3G5W@2KC;uy*j|_0f-E`hCn#Q=8E#0!=Fzi9O(M9jY~l5dPt<8nb={QmTNWHVchg>Z!74J#UmS0(NT_!i=Fa7>eU<77 zx$O1juB1}Ecio&Gd^tGu3VzOHHTC7O?Ekf}9U~y4XKH+ZyuR79a)<5n%TXqc;{P=A zVJs-4RD*x(9yiGA;VsI+t%{K*Ek1onNu`X!w4eO)oy1`Vd_L;cPry;mQocUhXs={B z`$6NYSY_K)s>ky42E|~=Xa})pIZLPS=VBS>ZfYJltqKZa>L|88Q}{D~AIK;Q7!VWB z!kIW9MF=s`QPoc^Mt@e}gW$m^b!BBP zF6?J3o1}~bxEHo%C!f-z%ePVz_0EVx_1mh3)piw1%#x>Wy#1HXj0Rgp(kvp?I=mi7!wIJx1YRv`!L=#DC~&WMu@}teHbP z)R}0mD&ukkFY<65V%jJJa`a|65HD0*@5k5^5+jDUs?n3Mp(j573Jubt<+YY9TC@`K zJ)%efg2eXjt@bX)eW_{cemymH3|*g#c{XC{qV5nA=7goA<|YbJj*vmD%$TRVP+pBz z{!!QREUk2k2w5yiRKs`#!(kwuWaR z=w`DG;Pz*tkCA6nwP&$THV5=qQtZQZ=y$S>blfd!viEFt;Mdseb9x?fb6nW8eSCWX z^=h zIZ~g{i`{UIFn~9FU2<)|#x^#SXfQwlwtQjyZ>hv@S>A7pgHp%Qw8rhhxtPL$U z2n1m_0WFI#geC%XsNJlg*K_D$e$?;1>k$Gh9Wo`T&sD|aw+_Xy`VEuh^jno3SrdLEHT}Tn4aS4

    d3Mhj{g8T1hHD^HT)VaU_!SV;6rF*zX6OFYvRM@!8$!JDq?k&(P zTA>~15UU5T_xk72*8{N?t$eTUo8f*xq7)qJ+a*X*E6FgjKPvBhZObOcrT>j?x(c#Q{4Tq^UIz35dKzx0Hw8%TvSb|vcW|O%U38c@m z49xr?VU(`}-9p0<0cAivSi<4G6oM4Asx$&Odwzn%?b^W{tW63G$_GXv3}KS_9opNw zdu70{zet%e^vs49YJBZP`@6@p@bU2_E4fVD0|u%wtWnFMAFruvgw4Dw~B2XI7G= zY)T(}s9fRP7L{Wo6`~3ZCHW5x^KeK%Q99yW8{*S7J+}A-*ii*w9;VnCGD}6mj%S^Q zR$bh8?T|-Ur+@*WIbsuxi@|R0HV$+TBt%Ej4}IR63fYMrwysTcD`E$*#vhnQ#1~pGP z5P5!o`(^4>HjjJ>^OoE0imG^GX4HVA}MU&{VZgSE~$ur6$Z-=y&l0-V5fh=`3Hnmxm zJ8l(tN1(|{2sjfhS!FP2TH%ni zx8JFh-%JKL<*L}|tAU!P2fx4(&R70=*J3j2wQ&rE(!AIS2v;30yzW%Veu8zmiYP#c zNzj5D8sMQmg#48cO`^N25AGf$bK}baRrGQa1p)9=HP}bn-dbKpv`u;ZuHUNsH=OsU z74_9=YNR|Yb*-#=ErCnBRFNB}-8S-jUfn0x^Q8vhVlYq&VtJnBCnp^TP8oSSn2)oU zeP+^FTdVmZmn6^mCnjC8o8VV3tba%wS#$F*DeAa>s;BE07JEeza;@*UHE=}{rY08{ zZXFikj@1kp#C<$rrKB@3$~{gnn)*VOQ)Ma0S{615@ou{Z1mcQ$3?2bHU87Qpn~t4W zAUH2T;3bdhpI31~af0vi8LVG*Tu-hYq5CZopt=h^w(agVWP;$)oiw#Y&VviemrU)6 zajTufKqn+`rHa}S!>67#MI>K&)>l=ZDp8Xych-soiBDWZMm~z%a~Co23?1@=l^0#` z~q>Nh%zYJ$P=-ca+(bz?+Ao4GO(ye#3a`vF`H5W_WOZi=G{(03h z#=^scGq6{*?AA22?AJbTr>`5_T`?t(5N*2)=**Lxt#0ycplJRr4Q! z)Hg)^pJ$FxH!wZ3b#j)w2%NpvaA`ZNmRPTTCYwED&OFP>Tf~ z93nxxPQ1{T@1Il4NV#+nJI(wralH6{)-NOp{p{q4I^x?$PFUrDL?W3uL^TWyG&W8< zq+3UOIl|;$SD2RLJ%=&lC$gc?aVpmU9D~;erHE|mfUdm$`!R?xu)_ne!whA1gdC)y z0zo_^A9lsTq5Q_90BW8#*g!#I|KNxDh`ll>Mb~>XN9xB!6n+;E{2QIlIQe%$DyJWMI-(7M%DMMNJbXmehzgyMz zOg=+vvVRAcjt6hN!?FQf(`o7fo(6HErFTif(_ak{9lvf|`?o8uU<^k2`P!?Qrfy0* zkt zq&uD`gK`ax8p2B*;rqsKT{(~@h7J`L($t<1Qm7dw(jUl4|JQ zetVZuy6EiZO{3~AphHS3w|^|xpV{Qvj=7tuY7EoNDzv6rn%Q`)^c}N|a$ihm$b)?7m;S%3KlDq=|Rb0{*UfnD)@DUeNvPeDSa&Q0& zL=oiYZWa>K;~H&l-VSry8Ip0MBUZ9E!)`Tw_$|GYBZSK+T5d=*JoRJOHsV~%XY?@+ z5tn)R_u2iY2S-`YKX0ol+$!I} zD6APEF~`k(Y4GkC9tgy&E3Q+PkSdDn3Y1%dKkX!N;`)Hm4|1bjSG_>v_A9NDd7YpI z3R((P6F%4e!VcTN9lX*!I1pllHth}U87$#giyZgbZvpR3_UQ|?+H*K4n&&h}t$o|H zeL$!(08ckLp$niPuJAL{-AbB#w&m;VNZ$a&&u!{X>+3w2q6jfgzHm0lQ-k{Xe1xZR z^uUj!l#7vm9kZt`YAEI%_ag`xB9iU$+|;3)#4 z%chlF91&x26_vvU$;KW=OkGwM+9%9fvQ7$Y-HKbtAY}-CoZx}81Wqk=5Z(fPG-*u> zlhb8G;8}SukZ)vjW7t7mZ6QK}sB{;%;HMCK!$v7Q0w-=Jn-!Le?Q&<3L>>!8LkL5E z3hAB3xhD^?dmz0#xA6=*75bpU;!XgoamL<8zmXP*6fLunkR!KtZ)7ufEDo0LlIecZT8QBvhASi**LHTXZJmETUW1<^ zi0KEq5Fk&2@6ueJVC&Mh`iM3ArQ~o%w;3xR;rs~Zoaa39_j9VTUNsN23~m9y+iYmO zS+Z;FE2NWTJM?#vxzTV>AzcIn5?zPMTw5jG!;Ek=MXr}mn^XVIftzKLnm@UAzYYaS zaQw6xcUovBr3Y4&Uw1M`1%TeYwYQveU(fX2>JEu;oSe@{@3$D{1iO;KW1K{Ez}D>2 z#=2D(f6XSJi5%-aj4?`c0b&`3&)$G8H=aDZ$tg2CkuKHIW@(jAl@O`!YRCJQ7=CXW zWTr3KAcGX-lSLwTuc5K;=o}C?X8j;?EBxjeoD>ZP-9A&VX_>?S!tHXeQLUDxqJ zj3EZ{i2S#BgTrCUr;nz}QJ38tSmqwvb06R$QZz&G9thuC9X^=+u!5dUm5Bw)lBVp9 zPSa$WIR{7Ms993l*k!9_)1Zd*rmhPb0)wH4%);|_nM$w)I2OmOocIEOQjN)f{4ecP zf}MO|MBCI@qJTj|p#I}DkoGLr0}~I2AMxJkO_EYyXGBty(YBV?(OACxtttUTF6!Xe z{9lx>6Fd3-KZ)hr`3C`9K}9?HYLpxT=u|y?6FqRgF>PPi2rKn)biH5y1GHZ@W6&P{$;OK} zncduS$AvooJq_JY7s$k1=9xFDt#jfJoTQPx?EP;oyl+`?|Cgx%YCwX8N~D28f>J_& z3z9(nUvHZrBCOUC#t61r5f{^PkP5 zX(QzV*KvjmJJhJfNR?VS5}E`Zb+Xf}U5O{6g?3VzExPNJ4|)EXG5 zEuzZ1nP-#FmS3KDJ=;9)+!Pwj%vr3JsgevIZ+W|Tx$vI2JNMelFxo3TtW5$*r~uvC z-90!S$U^Zr&DQc%e-CHntcvGKNhXoQh+4GJ^Nb)fbaXv zM4mzJm+v66j!whPIgatFx@B~-rqJRg{$6hdHR`NJUsxvm@^Xkx;9gx7Hq~Cwu1+w}3UR$gtr@cw19@DI zWFqR42eK(41ufM|SHLP2nM#DsWMoq-$rn-RPg#o6h!Wz8d9{c7rRgL~;IdCI)HDi( z*$56V+787yU(&EiXzBUrggqAz%Woueb&U$fq{Tr@>6@50kCN2D1QZe$>(YqTT9OCD zE;LgPWt<%MD5cq+;SgtubQc^lmr9+L6-aXO-;y5BG-RWXtpKOQ5m{w{SQ4m4SG=pNTf0zC1dvd=GKFjNf1xKy!zuT-Z!Dw;eadri$i#=Pn+LHoj0^ zZY^D$2o2MW3eei~aW{cf*1c?{Nk|w`EqUzGha{Dp@~p- z*0UkmmII>8+F4F3MP_P>qF0bH-2Mq1TC#!>El>!ZR~#kOvOp>?i)2pJZe-W=4bMzY zXyWcxg!>aJO|1!AsNKBLJghV)r=eBe&Ya64n!!wd0_Y4%M26ktIWbUzJbu1sX^6L$ z<2`x?A1&q+y9|($1WBx{7_hLVO&oRx?I57LnnP|Jk6nu>KY#nd-Gr+oKUg6uFC6LE zwww!I4{oQ4sR6T?m+3 zh6ojZ2Z$)KC|q^s_hRO^RW`~fmUizLPj2y}brP!V7B-oQB?OgjDnjZt4T?$Z<+2QSh3e5-`N_3J%s2>VG?qMm+9M`n{R}ID3EbCs32in zmS2DntQ>5zezeC%ti9s>3R#zXN!$sw8LaYm!X8DVhD9YS<%+|XY_nEs?;_7uUU+P? z0Dy@6M$|+i&GvmsM#3c&djDI1sYV#a0f8Cz`nbCq+$vmlS7Kc~OW>|WIV)`5tch(X z9eDz*?2oGqY}yy`H#zcxV#A{4iFwJWyp@w*dqc8Nb{G)_>a!g|>7coBOc*L+4%l$N zi|Rr&DUFscIMF2UTlZ%%!k=*YrPM}WRe%hnM*rBty;t*J{f@O93U@sdEfw2WOoDCA zYKUtOQ2Xl=V5xdBAdB z6-b4`U^PbRN%S{%AssMYozD0B-_2DtfG3M3sPpO)0zZfeDRZ~cgavDh^uKrHacvs~ z2+q8kV-EL!c+zyp+XHi(U94<%DySbKRYAd2IFZTzQ=QV~)_LyclKC`-=T`E#{v{cS zilVD(`dABDzBmuQAT1D?o8P9W0GO60>7^K<&yxz8ay<?Sf-Pc+}FI_@7FM0;M)p24f5}BOi2q%?@=N+7e!okK8q8C}*C%X$RkH zv8+hqfX=xnBmVE{;TkFQZ~wlWLv}fbOv-mZOrWktj*hZfS;lnO0NbTAAet27U&%Gn z-d0Lo&_b8~%+<=jtqltfK$@4lejZXQ6hawH%?$}-l2^c(^(sWSamzacvZ1RhUq98t1u196_wPK^`ssou2DraQfahXVUUsx&( zZRkX-@Q3J;JU@J8{|1zn4FqpOvLMsaZ_33Wq+`0QTI-F#Rxd!Fb=N_mZ1N>&DWJ$& zDs>ev6O6qdWkjEkTsbB?gydZe^u2s56v}Hqs*GoR!t#g;07Kw~D$eZ?{Yg3YKp=D$ zU!uf2Po4T6*uPux;FncVH9>+d4uf=YFx)vldG^#faj0WBQ+t46f0%cVF8>c*al;G_ zlKFkLEWj(i;h4n9fnG!-VKBvi?x->3gJXnf+@_5_bSE8X*uTCu^o+& zXed2`;hfPB;Q157-eJAcXA)I96d#JO`tkc9%CbOuk>{A}Drsp=psZwoZo)=?mJ>1h z^4=+R~NjJ#Us~~q1Q9Brrfi`c$PI9=om6o2qwmintBUl z7mffZUEf!Gwt91V#=NQzL=Bb<;jqp7;Wt}|YiS3q=Co%ZNG;+py|sC!8>wu2U9)dFw&=TxVVD)H}bsUR>gNU6cKnjyIu5I7Z1u1^Te`B zmAI*$=by%CRt)l6EMW{KcFAOp$5WPW$xsS#T^;0<=C~_hC3LJ89hzKoG}}@?n-tv9 zp^l8pD`&@$>tOl*(p|w2a0CBdhSc;2US#rP8!0taTgbG6^>8bR8%&Wd)!d?oLAJ=+ zdhEa+`aZ;Br%2{0-CbWNugv}x??sIYWS0i)XdlGUs;l)ji4-N)X+6 zW3l0{ZR0Cn@GD7ZfSZ`;*ywC>SAN%hkY!)k`032**Cxxg70kN!||*|41PG$hWswXC;;~Dfw&t`=lZ@dBwIP z&f@{ADP3`2)AdF_F(M$XZEAI?FFi+}aevabY{vQOe?;Zcvn4R|F z+F9Rl?C3{1U>lVOddK{xJpKCmyTCCxMNr(~M`#Ifnn$-JDTB@!bqz`0Fq`!CL1!^)0aZNn79BP?T^(XXXbMsP*YGOm##8gpo-Hs&d@ zVTp zq|jtx8dg3Y)_F~1uo@S9 zwyac;h%bRGpECQdy?PrTzIo&~*;b><`(jscX?f`bc{8v(?GyLSIne6^>AiT;_RT9a zV92~MVK1e}%(>|89lgYwT_03gyLtxLW+;7QvmAp!^!gIat$XiVY`#oBzi-KPS{~XAE~sYpQ6iN9okL{>nARSQc5wbu8KynRbwjeyZR3*rHwez2gU9!n^st zeQ?8suBj4gcswnvuip8ERoYfLf}e2eKXI;07jq*z867RZ5GwQ+Kzn3}9n_Yl3(`4c zf!1g~x#&O%^YR(U?jh9B;01|0GWx)EdYpTnM5g6m0!b)$*UI4~WE zG`OLjDJynNo1jmBX|CoQ>&G6Ty^G5ea_pURicTz&E*2&GO_AVW%hB!W$K^l>Xtb7_ zG}%f2hN|X|77ko;wCe!JFxtL6$rtRUyVJftU3@QCCi&`j;>J;E#)_Y*m)AjOC04 zD#v|?__L)AA*dm!BNFhViDO}`gzrNo@QUzRF z+(ER7aLLhS?ly|clC58=Uj5gFvo0+{fRL6D4TcARgnOG1RIrbbk6d%u#Xx);>A!+@ z-wJRutSy+1wf=HE86-b{TN}(l4>iBfn&n~n$_AZA-_PA^yx~bS8scIDi88-r>k(b- z;#p*BjaS~f^~)J8+v#%rW&b%lKL+*ZSPJBi8TcPbW%+mO71qi`#W)(2Pi&1ib;27-UUegRye|K4k9 zpAd}5TWYjKp!woqH1cy`?5n4} z^c>UUg1o7>3LBP&OM<_2TmvmG*yP8nrxfu|FJN=u&io@7XxJ6xQ3hvjZ|36aY;K$e zhYJmt#u^KT4a)sL9pw@Wc8EsvVnV(|$WU`znYH?S8ErLB2?^b$9grG0#J4O2+@vEf z_!tHXK{YHR{Lgu{CFO&$A<&SqzWzR|^rT#G{We7yS>YH zbRgKtBM;6kWUm+h6=(Un9KT!e|0y^V&megKLjKT3o&LXR#}+~ekAboLKaclj4Jn33 z1FvECc09ZEDAp0RK!I#RLJL+BOi8%nO2c!(kuuLZMjvWDjc(plEjJ|)SC>8zF*mx`jo~7 zfp8;FKa}DBQT{8K{|ffMf@=fCg%4u;KQ}9>x0Up(4b^Y24oAqmm42{&E=HwRhF-h% zx{)qwRe`pVklOh#pMkUcNVNHltiJ#>7aH4eLW;YpJ4J0{4>45Qtz^-sD|p(I9J~nN zt%Y64?C03RsY`q9j9#rfo867CVjzV`Bj?DaFtY3q%oZ@2nx z*3i(`<>h2#V~Y*S#(LC!nPqU2Hj94Npr>>LW3P9D8dW``r-=dEsseTe?8NKk@p=UJ z#<7}p^mhqHytYOrwFb{$$b~bqQQ=#_k|lQjZ|wKdoXnuvJiQf%S;(2ay4p)a$+<1J zp6(Is%)RNctJ6{rv)5voCRDn}N;s|$kC~6k3`0?JQT6v`gU+BVxX?dr;u=9@w2i0~ zaw)Y(eK*jK?Ny!DTb*t@7B5vO;u;n9--$b-{-g)+HrIv0?L3n&Uy7WAMtJUVSQZ z7`I~nXgp)A(^H?LbFJ0ns@3wHO?vd1y_~I0>m4+v-TtX3>l;~z7%yfwMi|)AlpTA4Y>z*yF6sc=;n!(Q%`WI4TB&|!XOS5`AJ6#qnS@w8va|k3{ zStlI_uGXt{^;eqzR_B^IGWVCK8)^u)%4|S5@2b6;D7RSPRA6sM9c2RmSUm%qzxJ?A ztgA_Ns#x<@7~IFeSYgBzXKWiG(XYl}DNJ>?LcuJ>e+yml7I+Naj)ttJvg6ef>u5Ht z3jA!t)J#)x(XHVxZg8AY91w>~i<+Y@r#ub!$DlKqbAqKVJ4ohkv(Z!<#I`5Bm*s~% zW#8yZ*HTE%xemabjgZg*XfSBpIyjP6x!p_Q#H^{oY!k^`9fRAfO+?IzS8q4JYYXc~ zb&^%aiMa;Q(883lB@FvXSxlrW;T~gkf8Kr7U<8PjMXI*z>@vCjg*l(Z&*T+8Np(3$ zYFe%Jwv zK9iSNzQgW^vpCb8e{%|DdfQ-jMJch*Z;0TJ1$QVjI?fL9^|HPax73gXrJ;z`##JBC zKL&0(XK?uECJO=pH@{inwALAH1(L=(=5)aY>2cV57Xk-TrKpxlb8xA0)P5aZBUQSn zsL-^Hf>_8lH^s>#@wF0UC$VI+p58tEi#nXTkII!Jf?oYwmN@n@E^99}Zr@|As%1oO z?4&;TD43F6fSL_Nj_&ANgJ&W(MS{w1|HC2cX-5(XvDq*SX#YZVQig?XU|qtf(ro+$ zB@_B9nm?T)h4UzqpseW%g)1E*y}oLT{NO4MT_l+i&Trr@m0Hb)ozNLssi;r+V5mbW zZd43Gh1?)#T)pR-(HWrBPw%8Y!0*KVviKS9CSZP0w7PmA`eo16yHDzb!8j|M!8CS5 zJInb`K&Hb5uqiPn0Hb1L2e}{z&1x-^g))&pMQxM5N`X2M{6m_Skoh@yI6eib9;CJn zjZslUi$k+-qi%c{AI#ei@+`Zs6zDm4qt!_c`E;vGS$%5%tzGuAlyY^jP64BlUpR=& zV^8$_w-Whsr?VYot@+olVdn0jCeU??aI6_vKc%j40BY)#BVvss4~AR$k&9b%T_uW} zCY4nld1aOF&`%$I*a3HMkNiBSA9d*4Z&pH$<`Jdtd?C5!q|N#F19HA3%(mTpaBn}P zl#^(uE4a0z)wJ773ysglf^YMk>OZf^B#k10XETH9-Q5P9ZGYIF$uy0Z^sG@Ej`5s5 zD@56*01cNe+Xuzu)#dn8B!OH89olPC7Vb;C^fnlBtJ5oCG4>FL4tAB-7C(fs`bCCe z^i1v9CFdoW2Rhlm9X1Nuv}=0ON1s;Y$vv=hjBX?*ycZ(%i6&i=SDRtQo{F;Ew$7HC zO-KONKA*MIXQj&KeVzZP!)chx1sPU+TU;Zx00J)7g3Qtj8D@Ur z)N@bPjXD02`wCSCAQ?(cT#RH_rXvZD2)N3)=Hd;NTgB!4e=%z0P@CYXqwdd-?N~b~ z0WElw2BYB4`7oykhNz*~`b4w!)o@R=I$%FlJ_qg0e<7G+_JokFRelB@&B1ihbr~lG z{V!c*(PQuB!C4W(F>M#ajpk#}*cVyoLCI9pe}^=gibnmcO|SZvV5npwVo)Kj2&fvO=kriv41H(8dvS7k*3{E?3@K>a&1xdW>MO_E(VCN^As43U2OZzFM{hYsqL*UbgKgzm_%46*c{9Rox6n zhsda!1!h!=Ry}pPs`UKSMlDEBb|M{BqZ-A~xxs4T#)i}BHE1GoAoB*J9E2>K295=< zk=AgTFal?axjr1Ob`((qKr7I-l-~Dgo_FfMUx*03~ks$0oLmmeihKHi{aZ{g>inw6UkP@2eiy(d z_rT^+%qxgQ!G(qV=?!=5WT}$<=tqEYQ63~X^7q`IQhf#D{N{*cQkl2w9xz`Vcf8Ue z^Am~*TeOgLbrLlOJU%C8Y~ZH2=kg+9pChmd<0|7ECG=ss=efztjP-psc#go9RfFrt zhxO{?4q}6BmBxig)w6!C)8sKAn{`7R zyC}`?4g`xRNCNN_~ zAM%7__FstEQ1HA`-KItsXy0R%vywA6wQRgLye9{#4GW z)I_kA+(p)}X_U`U&sk9^%}e|NELj3 zTsZ>JdA#n)J@QWqiykuGnFzL<(yQ7S|5~Nf0LnVKn;U5YU`8a`P#|NgAC(oI?}| zDZoXrzuLfaYKwzKU%K+gxJ!HQM#N?GqwT=0Hctrn@Sjq{Xnh29FF+~h}h3=d%2Kc#kTA**lxzrj?}CmV?=I}uL&{dcy=KVv;w!9InlSxhKlQ(LxNO9IX$@jP@%$k& z|2rUzN;@(=nII&&cLF67gD8s9LvpFG4LuGZmJ`sOPJ~l~-uTr^t65vwW6> zDZ829IU2@we$XsVZu2O?eE9`{G#w}|hXYHkLF0GNVlFMiJTn84+YF#^)=yn&KrMu0 zKsuRlPj>B$Ctt2_9!sGAO?;9B(q7ESD(2@jsY(FwBEH!EaXr@0lXoD*+dq3sq+J}s z?-U_^x*+lP&QLSxP(`lwNdKI&iy9uVb@5>X@!3$!ir66-B<&pRkRMYE5kNUJVf4El zJ$BnnSWm2VKK@~@#=;D)E;<0@Wtd80zhk)8=k zK_h?-Lnum#5xsu1jYZJ@XHKBy%-wn0Z1v!Op;LJskZ~*C|NB1G7ViOH`HOm5GEe=xws#^ryW#!` z*)b$qM&&D#Sdr(l54g@(T6~N20|en&i0w@?N`|Kf<6!;2C_q=&VM`Lrf31%AgB%={ zO%o}ju%A;td8af@9{n0D>tEnstE>j`4zyHu|Bb%hy$pD!$N7e2Eb4j4%?SQ%9+%VU z4qq3G>7=I+iaCpT!x=(BbyAu|QgrRdOL}FA%m#XvP#O55WX-DM=dZD$(#@4AXTQb- zm03XfX7tU3DB$>MWmkE&mCAE#AvzP#w4+C`c^LvdIAyNSF$E{!IlBIJc4NKM&J-`( ztYe_o1%3P7)mR}g)km~>m27C>$MyNLa=nHd-b{bcHl}OLkwANQ|7V5A^L7ys- z+ug>%WtCAvpX_Ns#bn83F+KN|o@`+qXXyCBAyQ-+39#d7nr3fD&FC%0IWwI}y16?GY}zmUd97PUYrq>5}Fhp$CXwD2l58>}!ydJg{~FwU5E z&bX`|S676n(ks)u1Z9|08A%~zzN0Y!JH)gy&VLTTD!%aaaq2aVws5rFmWoCwkW z*faG$2f#66Ph8Vy^wfU{EK*Y&7m)K(@}^GClPZIs0*M5fxa>2&Xo-MO7Vr$JqfKVU zu78~wB1@h?1@1xjsGA!E@7sfr^$0Uv(k(4cX;Uk_%n)5|wI=!VJCgayrmZl4xtOFHKO8Jk%={EsuwRD-M_xLzd{fZhmH`L(-XkUg z5IR2#3EDMtfQ1y>0F+Nqh_e_DU{>b%_z#uXwB8iz=^dU$j~v;kbDgmdL~IpG3GRI| zQBHuMkMA)P4#G0j$+6uAf}7GGPU80_Z%nu&UiD!A+0(F-j~XG?Z{{KFO9!6z-4DF! zn7)~TUeWTeY2l0P_kZRu6llvUuptxypoU-|nP?=BzHkO))a49}>V2%E<) zgHW{caCsp-fbzj*}KbQzqt7jYx?iJ&kUGK^M^~)alv)oyzE36#CT)EG`A}J-Q;5Wl?CCx zvRf7n8DvrrjQhcVhC^IcQ}wbbstvrA0x7uN><%%=#OfVByPJIGO(4NZfsFIr_4d@Q zebwda_v*1f(g=_Lj2MBbP#uy3Om|CN*{hI9QT|hR#W8+7XU0b*n(*U}ir`arq9VeZ zwm24xa8dbD5MY?M@&ekYNPIWB-_Vl1#ZA*XbSvIk1LeMST{A z`j5|nz=QkbK*5Vmu# zYVyTT>l+B$`fA)v$@_FPeQ~=p;Zi(x#WZhlpKP|@R6#4k-VW`8Bzbzc4_1q`zMq*Z`4H&pI9ju_Rm%Vj5xmsMiiNg&>}U_56uYKQ7nY#9SSD_9 z6wX*%C%XQB0EIw$zrbck45y&Wc^p1x^9R1{X=fk|RT{H<&CLnFrU)4yTy<7;gzELj zO=Rc-8i0_C5uSM)VT|Q=IXN`4hGji)8b5uAAv*yBkg@TOj0~B4IGzQ>1EumJHTnJQ z{Yl2ZAx2aho&kl3B&T8n|72-AmqpK}gHH~! z=fIk_nh4LvlBwkK2GXQKU@L+HB5&MlmSc4b?7-IU-ALqt9LtT2qj-OwCk71!GotI* z5eORtQFE0u-c!Lx6+F#^QAJO6hZ{6bKR`$7WFU?mHH^0&5`$Fz5F~UjhE-!S3w`O8 z`uko%(Zl!9^a!Kllfow3wpWV&g@as9?uG_h4WyxF0}YdBMaDGps1OPZg-Bd5tW~F6 z|322OCt6LgG*`;>L{)#NG}D5qo_S9iYc^0vnhnGtQ9nYri|GUz?1}=9!LBH9INlW< z(pOVMXND@SsJ>>ct@sS*^jsDlo4bapKX&~41_y}^D{X&$Z~*=? z0{d$p8?fKdg8T+6sSA}+&MR_kpu2t@0c$G?kzy}ydLr$dVQ+s-8X&EXDhiFPn!(vR z{sWSi!14>kFxq-Z3^Mg2kjR}7J}`u?J}`t%y~6wV(DX)NxQjA5vc1gpP@#b|P-;g4 z_%3vYi32LoFEo)WGtjGlAF0*TtQKfz&GMc|T96slW;@m$WvEh58)?+jf-D2(Uff;; zPZ%gRkZhI2PbPoNGIT$pPbhl2N&>V3>;~Y@#AlUB&cSO?E-^Gu_z<8FX<%3{aV1w_ zfuL&@8d*U152~hK0o3vNc3s*n{8@Few$%vWt#{k?df%RK0Ys=}P9@#?+5ovNw4L59O58$Q^I`q{QeGH#}6Fu-~|9j)1qq$l~&v zk-UGu9_m%SZ%c@^abiEKTRI7Jr>f-lW_-Z7seP5hHS{&CcDf35F?kgR1N$=6s%*mj zoIO^19!l$>d~d5=A%XT47DHH1+_l6qRad!;*Ht)kbrmyNSBYL1f~E3%wiowmpUq`V zqw_}*|6K@dt~LBj=oG=n6|>?c;Imk{70G|W?)*7dH;TJzbdq@)JKtOgHC5l`68YH| zjyv9r#Vd6}#E*KhRYiFFL&O6Xr4x|>?@n){;$*6k{cNq!H~ZeVqQef_&$w1@yIT}u zeC~Zzs@KXM7{Rr}bVMw60<X}xJNgcD)!`G7l- z6#S6v8*89dva6Cam{E+!4KNc9cKd%qbL2o;U_v_4jIwYM_E%1mv;gCS4Kr^Jn=4z_ zzg2|Tooo%fC$KoT-N|-S9r?;A4i|I}iI1gy7t&<2s@fp<}QhO2SioijY zegg=x^heKANwmCd57pY9Ac=4mEvN6prLN((`;cy1M{v+VVr!7A*g+5*CewfIIUSAr zj&*xcug@xfEGbROb7zJb^Jk77xH+CRc0Tjd<;~z_id4C(rE)erwH(qynbB&D$H-wk zd0|;0i#T!G4_9$@T5?GozR5gM(GJcP44H~@cX?ZMP&YW~Gl zwX3(QdKn#S{@@llm+NwKRjt05blz@{5*@fH+rzG0$GR^_pMsXgq(#``eQnQ#u^%A7 z^wNTI`v?fLAXLq{b_B9++vajtU$yS}4dbe@Hv%o(vi?m^*jLys4LyH-dRnhnSe($z zuC)+y{@fa7gGh&O*X~`TRX9Dovlj{L3fx0SYa8xFyC%zRLYIA99|9YuE*dV6%3-ls zuE?s)eg3>=@(+mwso2L3QKZ3$uB(j?7T&G|6WaYzLZ(v9sbJ-hl5pQ2x|4ftj)ngp zQ>&%0m&l}I@BTV`ufeI^$ zFpuwbt@O{o@~)TE5s`op{{-!NE@`*4;0ufnD!NMRNWlHu@>4lk#UePwDOVw>pd~0E z1(3rP(Bb*BzyM|1$p06q!+cDaYVQjwli^@0x4!QS;}$4v?J@eYdEYFer`m&9$g-*g z`qwGm7vSv}?Vo?_rHj;kv7n|;|K<8&N z5t%4PtN^-UPUHBKh(>#rb#O*EbF-B z_EbRS&kY;*{0sl(p6V0-|Df5f`Iiygai?*+RxBc4?9v zo=hq^QW@VQ=*UUxPLUyL@F)a)<$@wI=)$23@}gT>SQL|gLPNkSSQ2u8+N_8PR(j~k zUJB5Y83y~HtPwMy!kQ#4Nm(LkF(^c|1gET*-eIy0(pMm5Bhw@We9nXp@ug+dC_#oZ zJ`Yfs(P0Wun8mQb${8mu76k|<_|7>QpwG$$N_b_Ii@`xNS`tG~L`xQj!4z+T6oT^I z*x_bRus6kjghGa%$jV#zCdG_G!sl?Uckp{cH{QiONy%cWNLm~Uq7cUWVDNc@<{H>P6e5n z#L&aAm$FeI6S{zpFkMlmNJV2XO)LfPCjydarFYnW6um$LU&RpNOc9P*CYDu9F3EhN zAid|HB1`Z1GBP}oa#AtN*hM%8ctfVj7^hhJGjJx0BMdrB;!twZ5(E~&rjg0RD>iU? zvQiNDVIJ6I@d$8X#L5sRY`mDuiZM2}&>;|HXQ2=lun$r|t9ahZtKdZjy2SHVWFqh` zN*Uujfex_3keQsEOqw6nSpr^+dZU`(|M(O1(ouTG6H}mO*O!;?CQqO4l_k;^!>^Hz zIco=C)W|yaT1GjS`9%ybe>`~N*UhK|RC*mR81N1^6+!Jr3_t_kHx(cpEblA8bV!>@ z5~TMP!Yul5^AXqpuJsi#E89&46hhDIN|0VRZ-~%s`ci{n+~^}rpnzucE(oK#8l2R; zUd*Sb?Mj`&Ge5pi&D-|VO5OPS?dPjjT=ub@z?HLAJ6kQGtQ*Coe|gg`=husAyX?YX z*Ys=q;o|&<`6qQIc7j*hg4FCubAE^3&KFRjgfE@=v)OD8jb~kq7L#uE+`XSPr`PXS zUHzAf**}x!hxy_|yXbl_@0y>RSIzS?>MCN>6oU!QYeXLF0H3T7JavRWTmteEgr0Tt zd#ak3^S5&aM16OKe4{U2ZYyP4@oms zDvp*lJHKC;V5$Tvgh`E9S10U~*9L)quW(Kp>w>kR^J|4DqO}ebs~kZt>l~>{t%C*h zK%6g_U2wi&b`cteG%usUkk}}A%RBi$qgDv}>a(6NK1#LeYR#hktHnsBZS%36wF_Y4!}^WBfRh$i^Gh`8=hyEq zrl(hz7qeFXf4%zm^2wJd@i^kt2C+49YACxQJu)~=hAV}A&_3i!VPi0nVZX4)+8vSQ zL;|ZHjL!vy3)U7)FDP6veaPoxIWEXOzBb>Lw!v@FHrOL+>wDVv9=WG=SXPLfWc#Hh zueHD?a(}G$I=Z|Q;OCc@%cZv3X*&e@STlITy{XV&jw_C zp;B0aXyjZcEbBJV^DvCum&K0f)g|-B6Z0W;%av3jA9kX<*57hv{t^oAO5NzTs2k~6 z>gJxhrhoSJXzr8B-WpA^^94Y~mtHvRy9^hr^Z_pW`{ObN*TENwhUOq=AW_qrFKpt& z+2KKae>q6Vcp&HTeU1&(>M&x*^7{R+P>!5M&84%=)7ctfQytgt@S2}jU3aIEtiQXb64e%Z}7N}>T(iFyGA z*I9tbtH~WOH$lcEh2_KZ1D&(nIvE*1TNw@ef92{hTm!~J`}hv*u0fy8R?ts;WYACP zF`k#CTpvLS*#imEQ1<4aBFotdS1I-$u|LFbeK=Txu|V_a#-c!GiP_?8aQxKZ-uE9I zxA4sVNIbK9jCkfykLN;m4ZD!CmbAJ?)?q<3DOSl^M|ggdbFWHlk0Q7P`q#y2-cGjj zfB#Ch+1M?d_Q`d=*W{YS0J+d}K|8tKlYFO|&yBbCgyej(T; zYZDAOD7)DyV?UdCzi^-Egl=n7sn|2?WDksvlg`*PIiIj+uvM~hg5q`^w&h)Eoa~K) zuM|cQF~)z3ATqw#)rFTbEgVne_H69Oe=pYd-lf4`-XC>)hE3}2s3do`M@1#MA%1+T zr(9sy27yBM=H3cD8z1%y_hj`UbVrMOWj9N$aEiYg@P{DT!r=Hh^APQ~&c5oB!*T^4 zJ;mCy!6E|c)?mCdylHFEmA?`k2X8Wu5#Ch4#+9=Dx|QtCYm{BG(L&Z9(0fB0K4Xwf z)EVKSSfa;Q<3b7Kd;Qx)5w*u5K2D4Bnx?#5C7>?tr0{TkxGPEQ*2ODZb1X^Lqh}gi zy#5Co?gG8HTuTgH5CZ+Fm%CdGBm@tmHHf$4TMV=jC84=@e|oRiV-=(+71q>XT@}IV zC3`W1+V798(g-yr{(qbuoG!P#Z468kE5_exb!lCGn=k9SlmT&fASIF-*EJMiwn3Dz z@4v8loQge;0VDn&X*_L@w=;nZ0T}_Amo=IUBm|y6fH0R`nhYudGn2vpDYvnj408}C zJoN`F`E9=Pcj6t$lq-9+U1JfDf|;%BtL*zPED|an1OH#JwgA1COsfnk0Wp*DZ7R2+ zs|?l+Ey<0Q&AT%%#jRLw-`J5u)ckt3$3liUk*_Q2qs>s?f2#j<4Ucy9@E^L7)*Y9n zxeO`+Hk0vfDStd!bKJ(!@B9_W8(7hf=bizbR7H*y#r|x?vQ$Y`Xg@4>K@!w1R@y^S z`11Yr^jrW2JJ^eqlPIaOwcucm?wP*32ROUQaQ5Qtn>S}){fX18K!v0-dvl%f0!b`0 zRd7@&k-eE_m-)-hyj)h3@$7uW7|VYs*SCxF5!Ly0<$qeP7w7QT()_{mKQ89)HtX`7 zgof9Xs;nm^j35%@{HMiLRl7IejG@=$wp>1Oe}6ZwD?jC*H|zWJU*3Fo_WaG+`!fR2 z;*7M=5kz#6P3C8pzu;^N@4m}0Vuj8=+MaXhDG`GG)({`r+-Ys9<@yr6}liIqeyDWnb|2SG*Cwv z-!x3JGtH2Yh30J|Or-@ND>`jjB96J}Oy0J52+UleEi5$av;}CIxjnco0KNexY5?_3 zFi(R_z|#Nr+rv45$J-RH^N9g`=*{%@FU zB!3vfL}nue8-)vLrVIqzvZ(JA`dFI!rUVv!yQyy+Q38n}a$$*TXw43>^(KTxU$qF1 zEQX^7#aEgCug;=wo?=HGlHHargef>~6~q1?YuSQOYCG0F~K6@)iYNGhOl zC)3@_*YC!&bs!>`f9jrQRzKL?_p~{_x^)X%d`0OEn9L z0u&iPd?AOVx7zmO3LQl)d59P)b*aZ2Ub@-Y^tE@~&S zbLl)a7<<&bpndu&HI*G5Pm*BY+p%Y*vXR!`+wE3HqR14nbqQ^;GP)_n!+&O`U2vtw zm^W93KNQ)Elo~{ew@7X35)3gf`&s^>DrXUr6igY8#X(p)W3C7Dh#HfX^km4>(-1%5 zjDG#|31q7>37&*m$678LtO$lA@jLJ{#({82r{iT#5)%_JaKUI8b;cW8K@k1fcJi$e zJz+a}ZrmOP+`0@l0+0;|u76o$HEdB1DFles;sKPym_!sjm6&q&fexT7W{vFrX*_Vc z1;=dvWIHCX8Xfw85c{2zA+^Wu2zZAkt_Mfei+XflE*B2EAFB_G^(r}y)SRBQI&)~r z2(9EC?dpB3SMSDkN;BlwJ0*RW6Bt1ZrW=8SQutXfd^a93%-09AQGWpn(t1E)!mmLM zfzxndex&cO*1pBACu zbU(tO5DLOv6kqD8h!ai)4y9fVpGZ!FVqw@W_U_A%pI=m5#8@tJj?%oQZ`M;;N!dXOB$q@wE`d}a zZeqW)D5V6u0}wW;6(D^|ux|55p<$ApDG9?wQM8RPl~SnC1SEFTs0tX1rEF(!T08`1 zuF%xUA2n?Ons#mvZwtY{Fo9(MdBpq?FDL?8y)%Cl`hQq*d=>hC`RjYOSY%XNC zzsnX4Nx%0gbC!c%Vrg@>I|D~t7Dt+>?^7nKL_(|BL``6(k%}FJ+p=1%0&a%2`oeB; z&T!srWq;ZQz%qa0Gymh+EERYe6&Mx9f>tKaWLHjM!I8!S{w0KU)S{7}Oz3O`I4ZBF zs=euI?vh*le!%*Yibuzs+7yNuQQc#1*64D&K!U{qIhxo; zpnE10BtwoRnZd)`K`JUuD%R-sr8d)XIGrF7`~j2)hz2+~Q}8l(@*z>T!a+z&&Hh)n z@_%1ew*ndvl=5z~!*v;|T46_<9Lz>u}LZ7xHiG;14cC5XH(e6R&V@dKMM5 ze5{r}sXZO$GM+!*yq#539;SjADCAMSs5WA-cY=DnZPCD2?Z(a+kR)*FzG_cpB_~ z670WDf)R;;EO$yU*JVh8siP%Wv*bf0SWB-dr-@^51at(tv9Nwxtj9(`mAgD6kw2?^ zs5tZw>4P~um}mG}(rk{4a1o60fRkfib*eXd zv3^inD^umI^3#`hfkLph`w{#R#eYKOCS1-#c@K1f{UW`t4+a5d71Wk#af%#KL{b1wv#t4 zZA`Ce>T0IY)@Y_Mb1%BN(o0}Y8y!oU_H|9`eA5hKk&gOONz0+UICRY!bsq!=c;BR)e*M|_5+uJ{aX zjreTl4)U{s;7gL9pi+q-yXB|vvm+%!^s(lBXW<9P&X#DCIgtWkaK0n>jY#-EV>2)6 zsYPOSKfayq%z#X+Wj`I_@6+lTE`C24!W;-(q)LYgCD%#;D>U#n%tVHfE_n~y&wZ~}RvY1Zl1fi^C?dz$2}Kv=zk1#>@wf<>+= zC>OcwVy;PC0;KW1vM3w~bJ-}El1Ss?V6?rjJg@2m;M#J3r+?dtX!k?I;L%fUbQSB& z`?@XC8qY$Kt9O^NR}91Tkwqg-z-9+SXjA+Ezo3A%IFTPznjd-@ZXBhYIgg4kAIuL4 z#Q~D_6j>di!xh5z_SZH(ea#_wjL?A!BicMuc%mO!e_EShdtxqVJuhJyVr7djn;lz6S zxaLVRvCYJQYp-%LSOeiba+}rJtjp#S_Z_}hdZ%b$(cWj#=xz;pGRLF?;gxmc|{2#nY(!GA}>Q1z3K{+6GxB{v6N^vg^r z2${mS$nyJpTb^+{jsxW%t6<(OW;Z23)Tz-934sYb+>Wo;`>Zu^V~OfjsUIzMJ|_v% zJtR1Y8UA&Unj9(?w`)T_`wk9QvrJC8C++L323_v{2~g{J)9hbNTYDmrr?1u38IpsL zc3!bOP=9CO0jr`lVE0%IiX&yJ^Y-j-PxP7n{gbbf26Oj_^dObFE8$!lhq^8CgeLdp z59qM*HSgy016&^XO^MQtZN3MRbjqQ_tE8iUG0o%-&(4~sM?E_vI+!scLL(MFKl7t;kH@~8QHp$Vy><_^ z|4@!}7qh0-61;PNjRV>$-+vkg1{dCaP^es9xMmX)miJX@z6w^xJ#9B%2qOF?cxq~9 zw0}%}q@??SlEu2ZdE&;|BCm{Lpqpavup9r~0T|~ZZpNH6Ukcb7*O9D6N3z1ed-M%* zPtU5c6|HlB;2xr9%d#@tFnPNgdApH=M?ib`h{7mz?r-9?0mM)jBF(KzepEQ{kGG3i zxqAB#H;vmI0n-$0ubpc*2Q{B#i#(eGQGW}+v3q@7?b-QA!aPD4T~dSLYm%ocTOoG8 zPOw6c7<(!Ey1xIFg6Jy0yFPBI%HKG+OB%RB4cm3*4DJR)*W*Mu&D`X`y~69eba9_| zpnHMV#CJt}4gGlFQiPHxEVtkK+=>_6+=VnJ8!p4152QNT?&`%l^|d0x!0s}^2!9HG zYvI{=R?Sltl?*(=`2O-NVLV;}$^VA5Vb#t?5~N@W3A$GHDS9g~x;u_aJJDJK=qU63 z7jr|oZ`_DZ#}-~1wRT7|j_y)zi$lBfCc@Mpjv45tf*?~JvLi@sz8IkNjv#db{wq;t zLKQ;Pbpj7~vJqG?QB-^m5!oVbEPuYH&pa`cLiSSk_C%364|cpTqj*767ggd2kFu7N z%a;VP`Mj#H$3~NZ#4C#YesezJ_P)RU@QqV)q2_^**upm*Ka6LfHv|>=WD%a0i;wAG z2rS?)e8AIRZBcIL_LY0TZ~#m}si#*pyTVA}l@;jDX+n`jX;nj`Pn8FnHvca_Hk31P%DJ|(a7rR!1^BYzF9=IE%k|f#MEXBMCE}3n;$E%6PI5iBR2JAS#C@bdCZ4p2Mtr&u`a;k2)6?6 z%efD$c^ilNSW^amD-uM&%o47?Q@QtFIpasDKJfnp1gq<@mq9`e6SsNG3~>=Ert+Fv zQFxI*(RnkHtWjzGY+l@yQln$ru3`ToRkSjK(e{|^d*%P5yYLJbp_C*2Ge0XdUl z1So&a8{3lGw)I_K!AI`YqH(|2ZKihPY?GOEx{jxriJf-1TJDOqL^+}qxBJpx?*Rc& zAO+~MO4H2jt|$;VIQJW{D0|3Ic0GChZu0yqMlxM!K}7cMK4ZENNMus8LQ9^#yUX6^ zf7vdpbv-K=S5r!9{%y6Hudb#<<#(+exnF->!MC;f!ty_@mY=qp>I(aT?`Cz?%qm!c z1w#4T)otC_H?K>WHJexKXZHIyWm7wlf8K5$uYP>@&E(Cy$xjmu*rE*Yu)_sbI-4yg z?|($u9lZM{Lj~0;``pc3!c0*hLE(9keK)z8AV={S5+{XZ)IjTKOJ<}H z@QP-b6qI13`sMw=ESpGOaH?rA2%r?ukC^7WK?M(zA-;p&k2nkfRzKu7S_ESrn;mS2 z?+ybu0FZi2-4FoksqtjG&+)il3Q&LM+2lT(+;kisaTG?ps3om~TwB=G&5MptDUDaSsispCK+CGe^u!DaORnwVk zU9C5EWLdgbRSmDYr=IX-xmnl$dgcJv)$Rc}^871>0-WB%JCc7u9J!Y?e3{oTuclbY z{GZXKT$+{Gz8jGGKA*n1?L1KB(c3O}2s_-rubYp?FI9`!=G~MJh>#fkDZ?mVuQrAw zg@MNMFD<1czbhZNW(|mD3dVn?x$~0UUcjHtdTW+d&RKTcvhHnOZtUP)>9DWe_qy_q zbOFM+bKkz|AYKufua|bjaB^ME<{RfFop|8sb=A)1>#DxpHV+PH)!J>})XipHKD2T9 zIH*zid;|bEcS2f3*AtW$l6mnW0+>lK1)WU=xCE!E*D>IyD9*IUZzq4tF^bBfI3-f$ zf3Q=y2+bXV#fS`yOCyI5=_M?|`7t{v{2+(es3K$X#CiX(wc~jLT)!J*5!Q)9fP5s( z5{?7FL~Jz1OGONIi7TTG2z!AHo?@b5f^rM2<)kPIJWa8LrZ^ z!VzHf$MsQjNNs4Rk2Ilo>NI^E?2ZxS1CS_LjUS|WW>uHo%dT=YcyHdF&^_ez!yR@3aP)>VORY?QWZ@sz(M{R@yxzsR{vBN z$W+0RQ5^7-%x5K2!t$4~;0@}oJs49b z&O3AL_koIPN`HU7jbmf6WJeW>ce#Zm)QcpVh#~FyKhh_Ywk)FNPZ-Jn9$!O9zmM44 zM?|$Vz5C%jolzz8n2R-1VFhL4e@Qpmqx(QQdp-hn90AzoA4eHK+6PLC^gbt)K(X9n z)~o-8j84;;RpooZQ=I6<9ezP?d zV{{ACG>N7iQ%Yo^Foy>UsjG`gUj{WL(LAqvup|87-7HR1R~~gAvsIh4qSNBisGc^v zZkxL#M(r_-TGKO>`7eqUq+i|UP};YZee~rz(ZZJNW)Q0E`oT?TI$b2(Bt$Bkq5@MF zVE)s+ff0WMs0HKO&Euk;&E5Jp0I7jey}aL4&5I;IeEuMV=#CNOo2C;cun1z%XuW_y zV^m`|>-qq1;~FgUucK0gjK7mWxoB6GM~AfRI;jb^UA&pE9#&1cFyeV;nMZ{#q#o7* zb~BSyJ=BYhZE2L-+5Bkk74l9%EsJT#yZ!P42NQqa=drvQLq;yB1kuKE;H^0z=vsU5rStfZwL-m) zS;T+zP-u0l#`XbWi_f(qxo@+5-?at%9^HMnTtkAdPc-Rt;y+6Y<&Y@bB)7fpJLleR z>gBR`9OFbCAVY=2vGOWTSY%5L{DWG1SGv!xY-=M{SWj7jI6JvA9~9LC^gwK2=NX0( z(!(LVuXSRWLWP2%tP4;rt)vTcJ~6=QHnM*uE2NCTVBfCi?-m)}C5X^u2 zT{3;Wjcfw4B~-_D88omV8tB0;P#{Svl8IG3StL*!c2UB&Gs}HeQvyl{C~{(&Q3sDa zErZgWHlP&I83$EDj0M^OC=hHK3CcHl96jxM^ysdYu%qWTLJx<%pk6+K9&5e_=<%TT z=-Eq{k<$x^K+5-tzPDk4LZ0W(lI(x?e^z(4!2>ylJFaoZEq`6FZWq{-`-EEkYoxPSzVW~L?T6FBEUx?`+zv50^7ZG*I7 z6isep^KpD~mw0`VDDPBagEBThn#06fI~<7BCN{z+b0-IzvyyG&ZRHUUV4S)+reV_D zXuy|v00T-%k}*h!!Mp<_g{7vIceV$}7=@Uq0}6120uBbM_$d@XMa#)JTnyq<4+}^U zIvJuMt0<^4T!UyW)S*2g@DP89tiwGA*}sP+Ah{B}KMFHJBpqHhk?;Z@SaNYJyns5v zF1&zL_k!qRwXRL}b&}^Irt7hZUT@f|S0I34Bj26=KhfB6(il4`Y^IpDPZ94yP&l}-mgFaQop3)K+V{bj-2gM#!)_NB55=1h=_gSmetb@oK{>9#!F zXfmiO0ksGZxfXFB45WiVIwx@LsQc()36p!Nr2BwszdIFzJP+KByvTj*V3|~oUFtq~ z#C;6Y9Yz_j0V)fkyM{tH^Nq^{OvlCr@!5P+KRoMmoOWC;mu<3OO%)Z~>(aRE)3xv( zn)8mu%G7imQA-SLCR%?$F-H+gmo5Ys1l}`7pq{#{a`B*m-3-fLpmJfCRxaw8Zpf~^ z7ED^!?oQI*OdrNJ<{m54uWSa5hjrCm)oiN9WrSPTzjJY+DMlNppA3bXmj3(YK{T%;dR2TgyH7^w@tZZ!~u0&FHpiI92xf z=I!(c$fB!<-PNh>dN#LRAtC{9&Q5C!&3z^uy|u~^DX^wvos(J~y|uc3MbW{eniQTh zuNDuhD~j@Uy_p-~2;o%#^1h*+3hCH#^Y+VXwpxB#wROjw#5FGT${SsH#c_{9NRl8E zP*1s+i;_2zp~`>b%Emj!!yvKCN=7Ea5z3dzTHpg>&f8$T@1$N8?Y#U{y+=Qe_J|(h zh``bgC7EAHv^h@q*=hg1uXLzqzX#C3p&XvY>(+<3<%AV#t#&jC*)D;rf30 z=t_1PgMNR?-j#Dt$i84BZVu}LhnJCJ8mw@^ASZQmPvOfMJUE%)r`QGra;$|^1KS7( zQ?}tqp6+PgH;o}%PO^;p?4wbYFJBHcd#vY2Z00o87YvGjb&iC8o0{+F*b`es@ewN& z4li2AG#`=&b2HLUKFFAJFu!QZ#WvRS%aJz?=-Yqi*N6x1KeQH$w%R;a$w*vAt_w0@ zQ`_JM;PPdx!GdWaC=G84Iva>V)vhTT0F4}opKt)r2BT5LOh1#72x2c{vB(9eScyiU zZt2eAc96(HG=_~Z+FkMs7IzgywEj47=6)U75d&;4@To##5ne>W5~xY>uPG&brj)K@ zQUZUNlAJ81&~um~U21)r>)7+DP%!hSyHvmWe2;o8`tG^jJr`_h=I_1ES#ujV5`O2em`AG0gmE89IknCv_QqA&iXv5B6hDl~ku(uW$vot&UiPnVV*m{2 zz-WdR*TpEVl6U|Opu5pucLUAA$yI`rx1;aRM=#%SniymxmC5;K!VQvGCdzPRlt|8J z$;J5J+eNm@r|JA;!WbL>oNcaePbO54XKUAga(R0K-&XbuAOG`qakt%MCnPkSP4jFy z&0qwP7>|Fw{g5wR&-W=%O|P@n3-|q9y3GBQ|JrUIPTrrt8~u1b`ZyxMEl$XeJA#Nd z$#gNgc#o4A^u0?kVn!#Q3d#jgN`xhY&-3JLbUMOb;^s_(BE^}V>0<&!Zbyn1^qAYt}g#EO$h?(buuD|6UAUwL*5&ZBVVaDjMx09_ca1QW!Uz*eDnk`PR1?Z}vzINN1DLC93Jc9EZGoHJ z+@9YZ2fhJjDmnE{Fi|N@5YxXm+rvLQB{x1_Rv-?2_%r{=fQp zx^VmCx4HQq=9&lw(#d3^ghWIX8}C3MDj@Jgfu;b#+f}-loK3G6`D{}dX4g_+uwk{v zJh0a3POM2G(j*9Wn)ttEQls*QI;mJ{H)@$ilsbNY$N_Pj@bOQxtoX#nvuy2un!GFk zzCxVI>-iNRSdCZt=6bP(W>1%|H||5We&MEYWPtyrgZv_$`^kT^-?N*IqsW%7^o-m((yz4`S}>-hk^0$_^Io?u(Y3+`6f^2`P#zH8DEw!qd>BK z9a2*Ut6&-(Mkx)$BI~Dr1y)w6^$P!~N!io^>({|5t^+LpDmu_TI^a!&1bj%aVQ~JE z3dF#p^`$GPl~-^O!V*HtWCYhX;s{QebV-VD(;5k>m9c>wf|Y`hU2i<=2v44|Nrkhv zuW4{!hzdC)Bjt`Zc7Y3s7_J95>>ZC^S%0Y6>{8rbAi2tlMvHI%tV?R zyG`79E53>N3WcP9G)aYM=bV~u1L8#*S;uB15CvNcfs%w(EWEZnBx4v7>*}(|2Pu%K z>5+cOI)KM`5UDkcj3*oKJK^HC*$t0QHc>aI}$i~R-;mXwehS6^%d>5qf%oB21TVj z8eS}pi>RbKqf%Ftk)iJ87YaM2^vd6nQ~fRuMyygp@=%jp#lQIofB7p;EkV2vxMzlSlF)c_cqT9{K1( zgvk0rA>xQCUGWL1x$@ESm)M$+o!SdlinwI;HLK8n2BvF~ja2)}C|aEuz+=VHb%fW) zy^4ijB9W4S9HY(SPEEv}THT2#N~)^*7@v!)`dlq1VhCjGW)M~)KE$}<$LIPGKYV{5 z(wE+~oK5FFd{96WPBGsjAOKLWNz<24d*bKjeaeh>Ctv3|wx+P22wom9EgoZcE`%bi zSoK_g`Kt3~^p8KH*>B7RQj8!u=sQYtWH7C+?N+EEi5kQd8Mg5eC~-rc0wq8E5aHMh z(%RxWBnV^x;5V2-G+f&g+y@Fz{cJ(8ldl^TRgLv{?S@6-$1ZnXbw=cv*%MJ*_QqCW z4ZA0`RbntU5Q$Y6j32!#;*jteGVrqKH+y$~zq{&jcjUhO=Zbkfw?Bi-?}(szxF}a% z8#OI7ifIbl&U|V`nkA~n3BM?ZWSi}(yN>ZOUXYOE7oB&1tKJG7Ud4y$5HLQ$( z$(cYznZuVc6-OWg=d}ytYGYp+v%*i~EZdps*5o+G>!*QbOn!7_%zZZfDB)1%qfI-C!2!#{oCcLK1M$}~W~_{f;XH5Z zzpbgX^%XHIy6r4t);8;JQN$c%aes+_B4%rU+gN0VBEreAB4!|dt_7Hie4Q1Tn!<)% zf%X+K#nX$JVptJV?@`3u<7Z0EA|}Utn5`Up5z`9NvWggrltL<~q_2t@h@UNrcJg(j zsH(6p^@F(kcqS>tkcC1aQ#1>ik&|xBEx;+33l;YZ@j9T`=SI0*2b4Bpki)Eh?TDh; z0Skd%11*D$0T^gGH^VA{f%v%=Ju32b9tCR(`&#t)l0}a}=J&jd9!(346+IX?h+rBm zWFAe?gK@B^y=oqvkLWR?5fAtGZ>&9~^ZB}yw_oGpa57%z#q)a`_aK>n)~wJ=qA2j9 zY)VO($Nqo)!)}$P+f9D8@lU&d<*S*01ox(R{LVJs=h-~mllUju?4!D_=_*^_x%=QS zMS+*q40y_xey)5u%NDMCk@{I@>AG|8VsNKYAWU>LBGe`SeX|4S#DXq^-P2hPj@u9w5~3`&<#dJ`#s&05=T8#fSr*H`ed zeW7?8&J17#$fZsTw15%kp{?Nu*Aa@Kh85Tfkp6wotR-92ZP%7l3osyZ_i#8Ip1F`~ ziQ#lV-fCF}Q?TW2J%yqk(x6`#lO@Y0HDr{xOB6hioj0CIAlAsu5WySl1*-Hq2SbNQA6ev~;8X~5+D>0j7 zLW5!0T3t!Wz!(MX(GXX1;E_~C1KJ5=L$U(Q7+zor;e>`jXDC<5EXJ6EOjRth)Ce$P zc&!G8Ks61yI>LU91RF!JIP@V$DPg$)Q-Urc(UGwtL3zryUr>xXUO-(cu#HG@#F$Vd zITE!|)zy%H>L@|O8lZ228Z}14Fd9Y)$*v}&jRseXEe95Xf>2(QtK4moq5;b%14{-* zts!wFT3qc`p^&WAMpf|BrhqICSb+!_8$)sm>vJ(~LvJP{E}pVkBS9Yq8c#ABMMnul zVVhJG!);PE)<@8)qlNj3nk?+DQ&1V~R6H>*LQOS)4H!1m*qNrFVOnw-9UYCvAOHO_ zapTw5*VEZ(eERjTS=ayd^YuTY@tf(*r^(G(fOCfP@z3L5#&6GJ*BOmJOfF~cEGG5} zTC;egd8FV$8%*w_Dp0T8(UBXUy7Bwz$Eh2?b3a^MUESV#^5WxT{@L%p#LF7Ib7zuF><2gg{f|Fg5ns)Qp+IPM*I%!$&bMN< z!(sz{0YP_S5s^F_Sz`3YoAkGYIvkftC|&O7j1`0u;}N2di0p#-kI zcoWUN7ae=E5H05KH1A+N2n-8xaI2DJfkS+u`wren=sH;J_~d4Kc{;&HV}GSb2-dEz_7v=Lg1GeFSS8YylYY3xg~$?gTHGSQLZe_hVwqiDkaE zv}`EWkgwsP_e=G1kg>` zNWKmeTO|1$WDqvi;tA|}fk?YdcB^N9vTh=K;~*_pS7`h|+||Il-7U7c(o?Bl${O`c zdKC4ktWv++Em7t+eI^$`N$jg_2Pzn|un%NKta{G7Dw*mdYMsL?WfmM8;)xBm#}hYU z3GM~9?Zhg393D84XSl!sD2i#%gMf_MNMs0}{e?}U1 z#%s@o%eiVLJuTl#G%0AQ9DZujVO>i)%zGvsu7`NuV;LUB8f;G#+khpp6u2Aua7mF- zw#y*7;Ep%`48dlc4zRwLaE4taRC|KkdZv7m3oRF9jnhbXYroLIxSTehQ1>t5gx35? z@}B-A=@9)%%5Z;bus!~?0b3>ef3(R*ma+F$K`q^R_ytZP4QaPtMz^G0=62&8Z4y}Z zuw|dxc_p|%rFH#WBKw|8L=KVC`iMeTA5rLT!s3@wkK6^NIT@vU1V0q78*dmk$t`wL z5*i3bNs6R0M2U<%6~l{POm26y?Vh^J>sH)z`Ia)qVBdp#Gto0#(Q8=ue@ETdAN3IZ z(LOy7^~V-FPa9xk$utOC?9{%&Z#H35s&L2eNAH#B-mrM<%~#_SJHA#n=Zsxf@(+n) zwQ6e!o$S+oS@)|avs+f#ZT}wd2zG0XE9|y^Jvc;m^CQ^J>x>QJY2}LG`vuvpUpHH7 zG+b>epsnGzWzcg3$hcO66l=_TQYao`4Q~H0(@UZM0R7zH7neao4HLIe{0wIiDbc*Y zkn~ut{BDC3;q@Sk(iOFF)8`>vcJCFXn+JIP@_ql%Bec1D$Yr6^!7TvDwSbRo&2=CnfZ{URLcR`u#)M z)OO16cH2+q|9bVq+1Ibm-kx!QmPLGkjwd`XqU-h9n}4xr4)1=5Sdtcb^xpJbLrj_~5M>U!Di zngznRw}mWb7he+tO8a^N9NWTFvpKG60+!)@46%URTuib+cH1)gANz zq!67*GL=Y?MIuRaLgL@1J!VOfO2Dpfe{EN9yK4Ihcf-tlyDAMmSRmfxkFujFB$J6O z(g?OUDU>C!x!EH)_3xWyx!Te*z}HnB5ys;yfUl{yTT2~vxBZfKp0nKB`Zwn7-*)Xg z#7$?jZ(vLvJf$~rQOptp6dV|T&j7WQp!s`kp#i`%zzz0gURjDQSKWqQ{=yX7HCqRH z*#HvN8d^CuJgdrX8(+TN(Oy(t{8PKRT24qL^F$SP%BQsj=5f=Nz;6b{{xCc~x83?nSGTZI(`{*2 z(%HqXoVVq+>JNuz!YwKRtZLqxeHMx*IS3V?BYr?xEC*&C+IQEtmJZgno$h(LZR<}c zSQ@v@(ky21%-QI0Wx-&Vi5(3be=+-DUu6D^nV?pnVy_iM!b{s*MIbzLo?<&!iQriT zr& zqhSM7+{0Y5MCUo6%$>*+0m{pg4EEgXv}@*;b5@qgFL!G=+jaG2;6P&`e=|5QjSq=( zoQeb%+^6y{z$(E0*CE=N5%q{Hn|&1&3>sL9xOUN#(1fPy-5~dSC ziwi?1>6lLZg=Lb%k;GoFzq}1Cj3jYSMF9Z-BDQ3-Bc57DyPC*&}*IroN$OfBZ?1Lf3M&T7caNR%2^h zMy6c=@>szZf>els2ymB4AsIwgz&Wc$vg)?o+YmNjQ^%>&v)60-i_7*;^J=%P7xwov z;;g(#GESUT9CDUz+H~Yyz%bkZGhK_mg5hEKb!*1t=$fc|Cu8#4>|vIW@eC)v$ym=eL+9UtIb-MkCSOIRF@v+y(k?ZGr+VjdKO zR8@Hdv#;3@ga3CJ}U17KeYmmwhyHWcxwg|}baEpGnj zy5tG;?V>Y~(>#}JAq^k_0+);-4I6)!p)7Z^_bnCzoXa)2g;rjhgJzi9!aG1<8(^j$ zQriR*_1HKx?ce=&Hxy=BMrSwC*@fBPy&Z)XcTgz|#Q!l91;P%@{_~%&*K|x)f$aZv zlf^)gjDumVz&lP0qfG)zjXJqLHoAjyxT#SIP{aYrt}rgl1;&G&gHD{+>+y%6|1PrJd1w0; zF1!f=0O%D$8~_mDZdm|>q^EH=H~jrD?gnm?BGn`IHck^)1L5O1G`f1GaSgx%pc0uZ zV1~XCrYZmsj-j)@5$u&bmn=ZIB3`c zV-;zaeIpGcO6nBMq5Hg6w5<~w_yZ*ja+5H?navU7n-Opa>VjUunXf97V8CCuh{UFu z8|7G6t!*|2bVtvNdPRYJ*a!!#pBT8_I79R>gvXAT>LU#se||sUfyEAkHku_OOMQ$& zHn>c{*BfDk(*hnt(0y%!FY_L^x2jNqvN{HrWZl zphw*JP>ZUne-{m6y-lV}krY$_X@~zeMgDJ@B9bK;?9)+O#P*pqM)-q`kzv)}V~q?{ zdl*gYtq~vi=cSFcVxHRO8G$cq%RE!ejOn4Bkpb|uSvFOl8ny)l7|}vkzOnr!7z@p0 zfH-IYNQ67O+V&!*mvGe|>hZ&F1CJjsWNN`rKaCg8{e- z=N(}cqX98FH|b(xuP1>7REkMNfkKDL+$l6619K>#JkWd@puwqQ>m!1AUwdPI+cP*YbF-XZAftw{q)_ zWAcEhe}Zt+*(qMYo-yR(#q%W7YGgaG09rZ`@PPZ2a&MnvI^N*XfP%o3jyan@{Akqp zXo4rhK;!GFlNl40=G+JTDwL=O&8_yzTS7aBks2|9#$M(PgPUl_NuFqFL)g~DNw|1e zSa@G3@?zEoB}K|qPsthpNr}P}r9D9En(~T!{5+fX;FQgpqK79Fo^3I!?dZ)FI+|492S2~{6gC34Yp<90 zf6YERW1az-jFO+BGX@=#kCLDFadUoD&MLHAPm{AH3R>nAB!HkY>!<#vXp4`Oz&u+% zvMZ+KY({cc9F-QiVS(7kpNjJ+uf%ON-jK65)Od^>%1Qd}HY9A)LW5Z-Z4sRnQ18t< z4SJY|=rUoz)LwH5E*53Jz`85DZqkJFe@^qnh(L(qw1)jj?QSxv$$An6L$2d2|AXfkpb-y16Ue`_cDDyHBu@`$Y}tj(;G}Kae}i zvP5J4bw70`T(RN5&y`|*0u~fI$hB={ing?#ZA=~FcDY$>8nE75YJGKHfOsgIKJLaP z-b{kz-h#vzwyrhDWF^j(JC7e)f=&WaO^yXyyf?gU3waJWMcGl)v)8f9M3&3eNJD6~ zJ_&TRYL$VPyeAD)f07j@n+;oSDkT`|mdaGjwn0UUJtm49!vkQyf@Oz5oF>^WjeDB%XpYuqV}&WXKZvN#p^T zx=`-&!`j|^S(~#W3F=iPkr@!K#RSPN)@J`cj4`Aq zEv<{mYC1|8t?yRV*5caT*;_$-rj=z7XC-#Df3f3i7+1rV9|MW2sSq{1aTmzovCpo< z^UKnajY%@&16r@{2A65*s->m2&CPb8G4tR6r(dA+Y;~&XWJ$**^WdTCM#K;HbNgry z!%Hw9_-wHwTSTVJL;(T?p1lUP&801=Y{B<+Rt?GW6fdmEu`)45rTdkb2@$~4o_>aF ze`n)63ldgGRR`)sI}2dy2G5je7oYn=j_=%xU_3>np?FFlWIut+>!9T242zSQ4i5P_ zlwv3n%uGEr!|=y%q`-0-e$qzj2X5qk?BXHY1?Ko~NeTVN{dyf%m6<9|0U^6TDKu?t z9Pa$@y5_(&OLE3P|1}4$RZ=)J@{hUZ0>D+5iYpBse<_IW;`E>jMFL3#lkb?~o$d5~ z=aGuU1JxGL2h@cAUt89lgD+IzwJ5)=8}?0Vyan7h<}%4r#`9tJzGW!u?whvN>4o2!RbTX+ix%ewg~#TFjX2CKS@gn{EX zf*)-*e|HbX+%-9=n%ft@nNENqyx7`*2NYM4q&Xkuh`%}?Qv9b@=Lv4EJ%7&Xyugi3 zZfaXbrEtB{8(&KeZ4?J-P=uF%cxoM_jgWiWHsz@P9EyBum>?S|M;=UG$ZVXv=#7lg zNhiDrp7iKWukrC+ok|p`;6V46qNH z?x;z<_d$bsYjRuYI@aCN`xuFJHK-Di&+d#H=Dv|pHLiHi&l2DV2dH&bc3rjSLZ&nK zHIq-INo$*zDYw;v9O1eT4%H1+_RdXJU^A8{DBw8;Ed5vkC2jgX2SlRGM@pvbO))`O zf7$HE(Cu=pgc_wR*TGxuKuIF>#e`sb0q+gVQNYCJuu|iB4yTfV16WaD#J_05dXfyJP|KphJd1YI*+g0)6PC&`cYTlPF;Ib^BTdX! zDDA~C1YHoFQ=f8ovuI6lNx1u-*uhI07&(D$mwwhjfV|Fwb;!Z2fv`o+!IOr$Ct`L& zr#q5;i9iNsV6} zQ82R^qf&bR1!1eQec=BC_XF=&mq9`e6PK+n4Hp47myyd1DYxz}4OIvO?3i7bMK=v1 z1Rn5Co|i#F4HTDuHw_k(;b1Yh#y1U93MU#jHA#6RS5_ld{S;FjpnE*vNWi9nZPYHz z`=5=FL^ve=|9sM7xtBpg4P5~sm!ConCVyp1vf@~gvnFkT*p`l{bK`d|q8Ngvh@h8) z=cj|m#|}e2_9c_(^a43PmP8`gcd+jYbUHz2!#`FFl}2GOKN@k)hrg?QmK=?kH=JaK za*-UtS*lN*;frLkT;=MBmV~!qq~cJ)9aIuBe3Oi$*j#xYz^HJh(nsd}B#0x+@_*GT zzdU+(dNTO+bnsz7L0f|8MmvhB=c8~jID1FX1g@PRg1PUZPsPXujFgy24##u!cJO*Y zti?@Ef?yARfzt;BgI=OysEn7P9BH$>@U;W*%n zHTMn0s-T&bv{KT%LMzqTFt-YCRImi#v{u!UfYI8V(oXx^q?fk>ml+ydpuy|HwGE#F zrJN%UHzI+#sSSQ0^YzBQQDNX{ZQ*NV|6)`dX0bY|fOR`?DI-`& zude!Ek&Z!^4rjr*h*%Yy^UF^ROW^o_}5LA)RSw_fhO5xw_d?n2nX!?|C5KphjZqRwODG02H zFN}hs=CVetnCe-MF@O32PgQn2&&KZy?SLWW#T-yAK@a}ds0}3zl&a8Ivw1~tjdE<5 z{u$>g&T=(V@kFJD7M7XZoZ6(Hs&E!7tIH&^7k?`RGD3stZ`7YUD<{kaGz&IjQ_n_S*qgMU4no5Xe43zKAiudxS(Ssns< zUT-E0p1J$00Hj?d}s*PrcXuP8^sVmt{N zb~KeNI)A7q#`fT>SK)ux)zBZ?vO_l|Xm2HcxP=s@J}RmI zGrv@6l4+y#C+@xu(Do3&-?KC2JwQ>o@FGd~$m{Q|80i-4i4_pkC|4GcD85l8+E%1k zs%gVhyf2=vSZ)xG!PD9M&hyv5d^PLz{tsrDbV(uN;I`8P+kSVdCV1m8m9KC4-7^!& zgMZI0`*OIxE3@(SHih>E-eu}?`xd%X<*PK_qt@A`;u?Lt+N+K-2>tuoqp?0c8Y2%q z+79o~haPRu9?gakW8ZF%#`vA@(fZW!hsxKr@-gSmH+JO`&qI&)O+SJ#akqLjCfl~7 zl<%#3ulr3`Dzh)xvOGxh^+MlA73NzNdw-|nb}jpV?)xI`OTK-k1Rr3N%K><_=&^79 z^>36hnc8-SY_Gh5A`WeV*9RZK26dnpDoJQ z0pUDI)x=&LCm&UZ_K&k2XbTRM3Z~kI^SH1u!2g-51#D)?$9X+fG|1WY70}u;=3b`tC(_U)v#l$JXz8+ctrCC76bR zmYx$JEu#puv}0hTQ2-g)n*(hDjI{Lh%m`#;Lbf0v*u=_G7zhS&0@%RD06Bf|Tk2bX z1U)?m0vSLIWC^l;a~c5joB=W*Fi^?a8pHsg1pWo&t?a-wdO*83H^|b+#1cgHmLgN^0^V40L~<0l)xo0NL7^{Av4N+{oXU z0sf};mTG8gW${-70HrY)Y|TkW=jiB2Yh-T+rnRy)qO~^vi=UFQi577o19={(7y`&ITV1ji9X2E4)iBU)aqYOi#I9XlHTm#e-nEX0{o|@`M<&e zb|BDyv@r(S{go>%FE0(S0Ge2WL6$&E{kK3c5NvM;(EZEy_6;(i_!mJCK*-+K_D>I) z|8?2^yUqVn7qohNGEH+=cc9~cf1eo8(%#PHAKLuqW9wU4+L_pa?fz8}1TZu)2mN7h z_vg$^EdR2}2*^r^iYO}4NWTr9C5?>Ln>v=XU?=cj(SPa*2upJU*y&jT3>?e=`nMq! zu{02}vaon#ZHMqjK4FtLoxoPM&UF80uFWj194%e{uienZ(!lVK@&@*Q)^y62CN}mU z3E}^VelsEbZ8HLa0rUWn4FKe%Z%p^6-Cxu4$IS4@{3e6DtF@Iizz}F|2XZ$t1igJA zxY_|7Kmf3elpN{`T2n=ih0~3Al+n~Q)7KFd5OIR9O0XY6;eq-{#uKyVU%D*lu z)!QvKu(C9F1{i=05$I%pt-x;sLHYmBJ^Qa-qW0$IvOo(E<$p{1-*G?-6LaVPi2SdJ z@1Q?iDP^r}Er90#J+t>g8ru82U$o^ht|Hu{;v~qH#VSbaDhKZj2O(c4@KhMwX{vWye z|9U(8wT<3??#%z@6KVr~dWhtV|AHmspgk(a=2ex9hM7+u zZzjMM&fFjd@#T8gd!>-)T1ks@YI($YTjr~h`F${dS!wuDGInL~jeis9A>%=SA|f!9 zp+c+dlOi+c^{bVbYF{!VTdjb3GNm!P@e@FK=s<{nqq*%qoN@FO{UV-N^H<|i7OZ35 zG(#PhtvQC%92$NL!Q6NYB>43nD>4k&DKJkxrJEgqJtPTd-O+}*TdZx2!OryV6O?oU zCmKzpDB`?*$)WmtMGGtLbQqZK9|ejZR8A+}?Rz-Fplw^7_5yyY=Ar<%gbpx^&>BBK zC5NehBWzU_Af_#_49XS9J8ecO0RmcDOuhzNN4!4hkf<`;7IHN8m?d2?cX0ljl^dIgAoojeH%BYL9$<$l#7CV|P%KyLy8XC$l5 zx|u-aG<4N=SmWLV@&v`Rc!@sww{Si5MmWxUwku&Lnl}6lwAaB;@q%GYaR%=Y~oePEUNV*j8Qj6FbL<85&NTKq7 z6HhgRHLl2xQ%IAh0W=8V7}&Y%xc1)<<@-sK?}vTO2nbUoDTnv1k4tOp*?08HetcY0 zoC_~6cUrW|fTE>~DafF$)NZ>CQMa zYCQ1~fR)2ra$sEuUC2i~SY_(5UpB9Q5)YiL)v3fT3jf@fM~5#)C|>hR02^$ivR1gf z`_6AshOjTLAy17_L{2tQ*s0ZmdO`t4h(QtM5%nfygh~qGR^d?phK~? zk`!wz;B9`q9zZ8Bx^haiYOC0so*UM8% zyRo*(-Z*gH@0A>#FBFb`>>j`GMUpcNNb20<=|wSw#NYrQrN;x zXiRO0Qf79a68QL;;l}(6gL4Y3NI}fuU){ddTpK?f_!e85W)P6xDGH;JSYBq0Lchvl z`}~fx{0^n;yN(7r0WV#}k0P%{DI3z9 zTX}|aDo5u-I0EJuO-sA{tey-HQ448v zm<)oJZZQr`>Y>Zuq_GES$wo@8|_qDj#%l z*N6%H1o_0m9lS)>YBgJ=4w+?_WnN|%r}YR1tFIo|v%F}xl4II86(4c@$5LzEg39c_ zQX?11Cks=rnj?nyl3_~;gUKEGvuLf~U;S1f{Kk$Sxe-gUpl5uy-_aMj{NN0&7ybRr zr}WEzitjG#MG{XKjBjjMDyH*q_YSCin7g6ftI}&@i|=JRWAjO-%cQ%%Idk?`I$}*?Ai5$X7m&q!5r` z!1&@^=|$RGPc3e0@ab|8Vs=^v5aV`j?RY1DKf|2it{gswt22#K8>n*!cEG#XY!4_< zqVp@3uf#SlkTQMF+f*wd@t;9ZG2>pG5$T*V?F@^q%{<$0 zwhnC*$>*T9{UADav64@Xg~!H>U$A?B8v@W$H@#aeQT@N|)*dDTe$s^nG=#7g#aWJK zXsQ5gnDfHF)m{c6u|JYXw0@iS&J4*?+;->62pENllnz7?wyat+dp?bua5?&EgJg8C z4otL$utgeJDsYcIY?pFYlYGWZhtx(UWQlH7qwiALsqe@=E1n}nRR6lZ(atn~K2+7F zXRSwjvIeCVh&*X6Eb7R;94d8I74T)@EMOT`uE$hkA z`)$Z?9frZw*#e5tlSQ+iN=*63pxP$dZ=P?SlQf9ir+NTAF#ta(57HcTQ~rwD}YeLg$o)& zRJIvEX`dYpHFK*hh<@+t@kMsF3gp!|8n+O;DOcBa5mV52nhsi_kB7I7_IbcYvo9{{ zQ!*bNw-LKiyGU9HO{tJ}mz(U~fpy)!?!hMoK-ubP@ihe$RBS9SRW@UPczu+N7(qmH ztHl(m`R!a7n57W_lS3@kEmT**ln(ja>(8#SxL?1XYTUs~^EqB_kF#lrnLDNHU0Q0d zw}Mex(zB&PBbTj{gm!MsdwJi2NSp2f1XGmLm>-Unp6hGO)C| z)k>aisudgd9TsWv3U_FK)oc07Z3{Ofcmmuit|B^7&^~5TvSe@LWp%4#buCmx+0G>9 z@`yE)>0)~)Z|%>kDmF@IV))2qO!n~+Mr)?lNfFjDXCdY?C`MeXhf_7RH0Z5j8Ai$& z9gB}15>F_}=)pK5Qpvi7^ui6Yxo2J1S{1kWo-x09|>%!-$$vZV9ZPBftSVhGEc=9dF(Es9mk&h)7Ea0eXplqKU25TNG+I0rpy z05!ed1+MB>wdw?3*^G*%VwT92-UFc_rnv7A03{;ohMqBec$wdl68N}uvLnZ~pEk9b z+G|t1jAy3yQ;u_gc=2)zc0PNDlsOw7#Y0HH@1B~G(Q+O?l%31=nuxj@P)rCnG_i3_ z>%x!fORyOr?4HC)JaPMI(%jv9)Qa%wQQ#}qVY$C}dy4;$2a0u>)gb$mVwhh=STW+% zJ0Q_~*z!U>AE{Gpv5{(o7EYkU)5aFu7*hru$ihd`^5bcLIGmA_>bc7PLGKZC;FpK+ z)QSX+2AE#<84S?j0yJ4cfMCQ!($eb7A`?Y}L>81PrIPPE-L<42t>IO}IZ4aAk4dIt zRq3ewGie{bR9x?3Pa&v?-fR^R3gH?@${<|Fw{$c|eM!1wkPO&Gn#&oD%G{TLa3Awi z+(psN!!we9p;soE;<~&1QcYsf5+d{(;y4kf|$RQCp2k}Y@efhID^9%Gk zPeYo?Sk{;O={Q&pjo$qwF;8RoWk4cjbs#{5i>F@#pDDKD8B6Z2dgxQ&VsJf|tqu>F$%@N+Ytn7Vvrik4tQ_ zGzr-tc1EJ6w@DcoqL7Fg{X9LHdUJThsj@N1Ihd#&N zae98VUV_&4`mW-7?U!)0pA#+Wbi(Q8y2lcK7}$Y853i++di^=380WoR>1THpZlNQM z&5JF9`w;r_kBp86J5hPcp4I!D&3tsTiyvtO<)=yTjs}xY)qL@vK%HkeGnOuBw6IjUUPF^pkYz?m4QUs2xNs;_ ze%kw=g1y!Oc2qx79&*W& z8IPhxOnHDsX~O1bGtwR|N6N&akbC_Wzv1SsaX5H7vsJFYFSQ`GEIs(|6!pnC>|(R8q>DntwNz;& zi@=RR7t}=2^vaRQCxS0CrX);AOQXSlH~os2(5oPuvIu#mR!@lNUE833hFlTl?E-Fl z;Xp>kQWbblxfK{U@Buw_Z8N2RT)!})$OKT)}R>Pbw6m`pL?e?J**!+t$|=ZZeyNnKX1j6F%;pBA6qpuJaL0Mwa^uy zzlFBeMwiAQbaHc|t=+%>IeY8z2NY!=Kh9(!bsf=jm3H)$@5{!}zKZUDnCz4U^wN7d zhiA3h|JSs_AP=e^2OaF``YL6+7i5gzoAFW$8+<35n#+@QMqmiqDjk87YWuOs^SW;3 zo3p2NBn0DHwWVYKX%E;qEANtdlXW)64Q*k;(5fG6hZ5~mu_dF92td= zD365^By9c_x3432_Ndo?NQ)xcnI{dhRAL!Vug_7iupNCsFZ4LoWzN6_2OB4989d9P z00)=foDd2cuH9>Xj$HgX2Kga4G8&crnQRpLmVdzHY3@naKTleNDR4O0bk(I1_+*po zM=)>@65*l$KH6l^0X=yKO&?D87tnJ@;|k+gPFH-W3%}qCsH^FJG-5eL_K0!Bo!gD( zow@&vb~3L#9T0&;DF&5^A5kJ*Ia3V*avyY2^72`1udHrE2=%%%jS9Y2mRZ00JH8Xt z-n*&1nir2uVOU>Nv3eTr7m|Syw7uiJZc`aDFH%U%ND?3k@>TktFOBX#PW%A&!;9)Q zE^a+y7HGrb+r!ke9>^4BABY;Vql_KR~dI| zm_G|)fx)64&nE=6h8MBl)3a`*c(a21Js)^%tML?dHJwX>c7I|$o^(?2e1)ftz8x~~ zKxb$l-AC73FdXO@s2IF3VPLE)Wepx^zj7x2wl6Xtj4FPA?acS?BytB?(`L%3ZZf|G zNx=>NyC?hp+Wz~U69rD^L1IJkLjkpVs|`OIUso;J{OUHbF+v$ z9-)PY?>(=7!bSoYco6Pz{8)9}1|uJcSPfVe?9=$;%27)0#V6Z1Nka!t;YHbo;HzPq zE!>5~RLE{RV}*u3e8c&eyMElS#Upog&rkNj4l@z@P=nMY(oA59VD>EXQL1F+QSlx7 zk-&+JrZO5@fW{Ux6Y6aJcT%DC_hqa7!lAB@O^@h*coyq$6@u85j0s!kJgrT*3?7_! z+GlI(i}l10rh6oFHrMWHotImu*02u+Wr=00_7E&7AVP7CbXRHN>`Qvb9fnNxC|B{w zL*h+A+WL&jn)iw9wml)dH|{hx2@txS)+cV0^8!fTfV_hfyVE_8CjITPYIO5G zMaUH=i5rKlL`2&hfY2ScvRih9`d_-KrNe58a8ezp&yA6wW+F;gmq^Iqv zXEfERExVqcF*4agv;@a@c{bSOw6>qpQM+`(Zc-uMUlU0b)G*ci5>7olO&9`0SaDo2CPn~NJBE$ltA|5>ZB1T+H{cvW1e$G)^V4v>RaKp z90|;0IrieSgDjQJQXS$v7uPsA#$Nz)XF?^3OzeLr?@x@ei> z2z*+Z!MYGcspYROOD*@4QS51d_MnZ9Cia4~sRj$AMa!(NJg^?$sY$H&TIqqI?9~dZ z{P@Nm`+K)Bd;777#GrZ_lGgMwonJ~6YH(SxZBBNngwnay za>OPPJ1^AbRYV3ggWWs7q4*H1E$8ykckvwRE6VYY_1#{uAn9erF!6qW5b#zxIgLK| zUeKp-p{xxiTvC*u5?h2PW#N20I(m{c5V+)2PWb)RXR9UIe*;34r2zY)Vv&1sBz+vV z)PI>a+AU&+4^Ofy%g5^#zt`Efa=U~3SC{gB+)usv7zb0oA80;bWpW>c0u*Kgk=eH}es?VpKBUyi2-3c`YO z5KEBJPKOlklZ?L^p^kE!=kPMgvx}FkCxl~d~-*>_J@LTxS62bPBPwV|ptMuLN zI*I}UKm7#9d)8sI7~-i3Zi3wrQ5ckXve_H^6Bhl0jn_DS*rGf2XWWy4NsMIjZB{NajMtoL$`L~dn3osKXGLV;g45s<3U;Xb%#is#S zt6xZP>nq)iWATxskyoj{VnO|knw9|;f9md)9;K!2FROoE$|ZwJx&NfeCySu@UT^1& zEO^vA1{_L%semY))b2c!zjT(@9bR4<9y#e~WMXQw1=;ocH0LJD6sp`Ldq+<&Fv6zE zXU1Fm>MUZ$AgZ|)rd2V+<>1xb(;!!==va?w-^u-B#pqNiXwx2ZOf!9*yVkXQ*Nj!) zx)DX~7Aw9cQ@V?PG1xY#e+rWV+G!4_A(+lM@lj!aZx*Hg9AYT}!OH6VNC}!fBpXhK zk?8{pxlYSvGnusS)l!}*5%k3dV+9&5oWKEg7!^0uvKU?drpL>9r|OKGgv>nr`p#0R zZ5m$w{W0yV=6dH#?UhGrgeDbLOWz6B&785QaO|oOlzF?*ik}#HHu2rA398_avb~z! z?ik~LsBwZ)t{M}^v%N`l)e+nq1@7BgmQwR>i0fY3jQ)l_sVf6G%>ioz<_aRV_>^Nr z_8YYkk5ccAJ!`%`1;HU&9whqMwc{eZQ*3B99xrr9rUYaD+~37#?=^m!*(cFR>7I}M z49<+4EF3GVn^uJcTEb6D)=UgHhBwY1^}berJq=yC)gUlqm{9!OPH~NSbwU!L*0o@2 zw@UH&qDvvsXEG-*eWMZw3lNKm2x6Ekm!I($x1QzMl2|rvBqw&Ur zDi2~rP@W+;&dSswDvBT2wNi_}s{r+%Mms;aJVnkslHbG*$CgHM!7N#iR*-LcrWh{~ zeHZ%?QC<@5B?(6U^%F}0Wd)ExpGKYx&o{{41Ik4ylzM6)`+f=UTqMU+ILSPJ%J=`M z>!8;X9g@}nZ-bjDc&Kpb1VLeG4>f;{mwHdSZ`RzoKD>%?r_h$&RVwMT)jsk_Q^V~% zVfIeT58`!zksqs-noy%7k*Tew9{)*bKL>)F2T8cvsLlOcRB~?q^VD@SV?xGR;69qH zaa{Cy4Y>owsC!7UB-lpt$)Uo3VI56+n^F{coKo~9YgCkz^_suVqd{h(iEJ`y%!~ZT z6`by>3&n)ub7wO%_I_X;pn$T`j9WhGlBuAv$SC&MF`+8ab;nf7*5O zJECt3xfvzT^peSwj2=lq6M;+=>Uiuy7Bn4DKAKgh)E?t3^A+$-SKKStleq+%D-%Cw zz&4>tQl@6Cyax1@%4PZvfNFGc1fJRBle|o}J=8<@7 zLy~mSmGoFHozc)dXh$G*9-<*(D=-o!C4w*HU>>}(vBU9Ax?;?d5J;>30!~k$4-cWY z!>7S+y+PyEya2}&e5@}Vvds15`W#wQ!Q&d0d#|ko{bNBUoUTkmC)Ha+E}(Vc-pUt2 zv5`k;nmK~gB;(-ASJDUoe?AWKFG^S&8pCR>b<}kf47N3F1RH~+*L`HNCULJHnJv6L z$G@e@I5)>(-7r#~XuD*Gqqrx< zAJdLQIHa{+2YPgM<&2KZEcyg$r{4dj;HC^RFYRr-CWJhUMkBVCe^DYJY$l^~qInYk zZEFZ@xhq0Ztm5}bP5osb#!d9ukejCj>S9}qDquMnk|CnBWhx+j4)dkiYU6GaWo6FD zm*)7J`7Gm&^B(n`;SB>%YlPr*1+0qL14fZJpKVl!xJfYM^Sv@laO50akdH0m#pTHE zYsY|w24!$b-*PD%f6U%~J;24n@dDz``$>Uav;!^)pY0T_m;CcF81GnzbRWmEcTBMI zNg=Fu(2VubJ7=7Z`7;MbTtAM?hw<=?vM2i_WHj?i*(1mX0bD5;idOufAs{MWb8gY9bpaDAGFa} zb8Y&x{kr>RyQ6}acpt3o>RUJA9y8lgQ$AZ|lU%Zah<&e+?c+WDTS zA)qBro?oPh$e1yH6R|R90fEKb*Du)CIVX5Tfyzia*2;{Y~JQ1Aakkn-jM0v82nk~Ol z5z~$EZDHTg$?ah>e}NhHP>bE*6ooU)5PaT+AwgAI zi9R>*Z(p>(^KQ9ZL|~KKv+98FcMGM#bXu)V$2wDq+oF)-7=y`i)FgOf1qOaxt~cY@ z?Fl~pZV{Up**7#A8F4TrfT+5aY49_z7tI1YkI>?SN3y3e5gWXdKFw0liSBfyLk3vQJxyOhXsk!g0S6&HV^%jn6p3jfGtNsF0^fo+hWv{6|fB z<qc;Gvnq z*k?j#m~SCrW)X>lgO+7SeN4a#AKgyPxCI4HEb@zZ3Q7w3R})xg ze{RBV3u}Q6#B#k4*%}kk+|Eihy@;hAk+1-7it{Iy#ndU;W@B;OBC?E^Xb$xtGgHU~ zThemVl5Ig>>D}&1zBnJzs`M5Ijzs=#Mg(L$`pAJ-XvF=gT(eXYet{13#1O{5aE107 znl&?;gAPMg7S38}7}oO}&(TM5x(1{q$cCXt6me_C7f z_k`cUK0srEvlOcnxi-@8=gpF%YN^oek^W$X^`(cUb|KhGt$rE*C9?ugZy5fW=yx{O z*K()F*D?;VMD)PW)g6r&yA6`)5<=u7!s&hdW6yQ2?Nszz^E5^PS{&;8`%#f44Q1Au{Jz zP_GgneXaDx=lp^SdF7E2BiOqI+(Hh-qjyTK5aVmtWu@j{1jLA(lI_*6YDYS;wI!_1 z(T0nB;EUoZS$9T+st#LG&$i>V@dK;-sHxGJlvrcSBUE+rc<1eWnHR|i9L!nz;GC}$ zR&QAtFYv9>Ri+6etgmLxe>eyz73lS|4K5EfUNgIz9;rS`$TmILC8kbdgdWl|WpzqS z%MN$aN3akO*;mxpb;RwJz4#h*1z8UKgLzR{;I}`(c-HJ@xDiP)f7!qB80%M4=U1>Q z$3YAs%Of3X5~}sgrIbtI&2j_+^xQKJm(PCSnO%CHBI&!) z-xo*9soo^?GNb9X&pv-6Qv|Q|uUn23E3?rv2vYtS>Nng%1Fgu(FC~=e5cf13Bq9&Telo!kpakjm?@l4cc$SKJ+Se$D}A{|K7de&-=XGAQVU zOuE+z#>7P%Z+ho{RxIERZ)ZiE5D6FJ330)$jw|q+I?Tw1Rk{~O*wisWJ>Ms5(=E^= zX`*A zc?mq>5spp4y`nI-nBW3;y`-1&ndh;c(0e=q0vodW2n($)RzQNB`S<_mkm zryg$92&^h8^jH#!8}%s=iXNvXe{Ee{h2kfA!GwasXUcJPgmI#W)Jy_QkEzg;d7hwR z<^^9V#F{#XmRte5#e2k&vc}uh=)US}qo-+|Ob2QL9OgL$M!9@cO23HX^G^6dL(DL_ zYe5B_f3bXaZxM7EF|n;1g*$UfBa1yKk8r-AcZGT8u^1#4hU>Z2WonEm5TI4U=oTRR z`cpj4)6s@H)97c#L^7fNGjGyooB?ZoM*8ku1&?#bA+jC6Qupz+_b5#nn7eE*_XL7# zF%a`w-$%fnP-*+%5!5cSqmR$0oco`!Ir03=f4D}q7>ogQC`T!h?}N5}ZArunk<_J> ztmEX2n!b}4@ZT}z#Qt>rIjLU4G-Iq7Q-bD6LlGpipN`P)O_c3i7MIc0hB7Ik>MXXJ z6yAxrw&g{L&7HsBcL`fwYGY_)FX_1 zf1c~NV1!f9u9RdJa|YfesRyOwZ4W%!Ja+pMdCZ7zi(wwOMu{BS5J+$wc23CnPwW&O zHiD3Z3A^IdP$ZIa>@v%!c$jIx6`9dNey&86hoP9sI#tIP#0fGmtKf-{uzZc7bMUE} zIL4mD?6%Mm)^8-OG4;3fI)_WP)TqVV-IS-8-f8V(% zt4K&J$GK)k$8lgM7SKF-!1gv4{+oh47?C?fBFV^|fTG^DVCSJfI!UsEtT!LUF~?o& z66*9`l?~Ia;>y|fMDoW>d0S>~agxtQR%L4ls&Zz-s3z4Z=okHZ z6fw$jUloI2h)Ak$}(u+X63HkWj%ienA=?=!S2-?%ky zt(Oi!skwTX!Bo;j*D__-H4oX&ZY(>6iB#C6;Cs{#$I}hxDlzGExt^w5K0+wAq&*YPxNRYnZ4(XS{txVJG)}PDu#q_&Fq6Qg)0~f zozhGQL4G*}yx5Hpk&6+da{xni&zMzH0$dg7bWA35-&X+8A4LvA1T%l7e1Nh4k}My< z@x)uqZ$+$K>c2gz#v}Lif16zWbib7~*Upmo3~lxMcl6}WIF^U1hC`@tDqe$z%2G39 zNCNb7L>hih-`=-AD()Ze?B5TuGtb-(_k5Y6h0@=Z>Uq)Af$_f}B-SQI_{#oa$Qk4w zJ!@@A>fT%*>dsAlFM)T}aA0U+XiAHO_pSb0LNbyymZRdDLmg{if3y~?wGO+(XAZYz zUgS;np3x6g29T`C6H^68S7|9jta_v=1<-^t2`j{29q=j(-Na{gqMYBJScahHZM4(0 zUsX+}$4?fOBHGUVnK4~Pe_&$VM2kDws%qjeOLx2U1<*12r@K>-4OJ4YOy4AvH1~ixdljXe zy*p5wCF5;dg1n8^pX-=OQ{Te1 z1F;2>9!kSE!d~XF)MiBn=$^YUN`)h{IuFfS@#iR)3Qw%Le+U|G;J3-XZNVrRJ!$2r ztX?FZZM3C}4(&+rIW%uV26N`mZ`G+%kARCsTY0^KEBA6wMx3I$F9sdm{1g36L>OP%v?%k6)Onk9_$#163z;TyJkfkv9esVc!)xSQuZs#n@GRpRTZKVX=ED zV$o{ZQKoDMq@-0;*9Eoul(ux((YrgY@)^pjR^nhge;41&=;Q|(X(($a2o4}zg^+x0 zm22|zjH-$PE|HTv$*9o%-0thLy{jxT3od8CD{9Y|h5=BK&1e*oNEk-{S`c*E`dqOCoZq_q>o(OBkeN-1T=y^_l;=O?u~ZE}=|4 zbdL5Bf2m7^zieI1JtuU})QM|mEmk9WtrL~(CtErPX}0<5cZK3}I_$jGWLQMxU6_%G zEl5;uEx+gdWdJh6O=BSS(BV(H&)YEwxLJ%bMDl3st9|=MH!Fh|9xFc@^Fx!h7q;Ym z_o{M+8&8MI21H?vc0RR==&2ZZoJMfpeS1$Hf4Iq-BO3RGJIp?h6g7`$Y+;=B;lsh6 z_u@bs#u*OTzl(}DGkEB>ATSP(~ ze>$|lPJ*;MBH~|yc-FDPAuGk6mWtey=Eb0q!lrE^0ZboI%gO{~#W$9lGke>0&W_^b z;oN;dHwYLuZ>?}lqb2@zRH9_;e{FFX+-ND-vvN0P@kotKBpQd#KKo!AGr3fq;hSi{ z{=mx}ilF|Dv^Zvl0dv5S$CBdC!$ioEf3(lI4BjVJZC+K|fCGta1+!QO{=#5*6l*i6 z;Bj9BaY+a?xuct(DAI26h)5yTbJj9FTwhCRsI9wT=tlo;Y4`>YWBF!msUc1`At=is zCiL)&r7pz4VA?KuCvMP_6}u!1DXR zc{Dg5r!vw^i3tN1iu?&TW?^efzvz~Yy&H)TcjeeDM&hMY61bgvJDeX*c$SmiQj~Y| zF4gPa%oOeS%<0|PK@t&VDNmuue}TAitgMz33)^Ik+vx^p<7l7C^~8Zz-qyS&_{W`9 z7zYOtVYCrOE>;uT!f0q1X; z<%s3V$Ip(d3Cuu*=BbwP|N^15G2LFTy)h?lz+ZU+ALXvD*HCwSrLQ=t?KmSkOk~>6R{`c zDK?pP`7SC9zH@U8tUWU7e>g>1F>i`gT(E?VHG!DmWGyJFjHEPg!qDP=6#{W1xo&s&NAv(|Nj zpR*)X5S(_v@9RRw3PR0Q^RgSaTLI1>pO8-2e(XojV=sCGqBKE+e*zn>->6=MP{;Z; zUo-3Vh%XvYqdOEVn~^kRFs+v{R`ym$4_K%f_W}j8C*=q#F}_tT`t0m17GZre{VLt- ze&XDeKb^t6iHuBol_qCaTFRi3Ou#tL0EDgA2To}q!R|zSL;`&CXIgNqlF(!brohYJ zJo}{4N$W*7;^_q!f2t|Gz1M7lFI=#Fg(hAITxVKt4P22H1Z0eE~K{8u49dwl5bAwrM{2aqE~qk^Nl1dIfiJ zPlSf-stAi0+|c{XgIHSCThlrmK5tR?RFw*Kxp9B7aamq)Wm8J_(8Bld3k;|BEN~kK*M5S1qUYajdxJyWN(af8n%c>5G zI_Ga-K2+6N<0we1-Gk2jnOaono};1oWe~dutszCRe-B>2(nz1;h=`{34mA-p(qbS` zk|h*Pi{0iclUKn+p&0%xw{gOo+8b?XOU8_}IlBWcFfk%6V1MG0-m^Rr3@LB5(fz*C zCSApR^;R|CjGF|?=H8zEHQ>zZmv$nCxc7*dD}AVjoq&yOQ(-WWz`@a#_U6c0fi{d9 z%&7?Jf7MbGL5?f+CGepyXKt`YW-_j}=B|EJ$&S}-woAwTBa5$6=&=GN`WUdvhTpNi zOR5hwMXhV3e;&C^YQVeX{1<61EFiz#7+WpScKz$ek@5$ac7e=| zl;ZEuh4dVQ@rmjVwFL4Qy5q0`bVicAW-oAnf3W7HM(EA~De?QnIaUH2Cdg4E_|#TE zggUi!dT6pk7@`$k!Lkl$%J>v@&TLen!^DP4`WP>oVbSf0SNmIv>G8%1ir8TnuCX{7 z-4Bi;oNNbiwk3GJvMfrJ-Ac7|veJw)J;RoNt zf6fnphbwX~$FBqh_W4`kR%LJ@X_0w7T~Z7p)}Oc8Ge37SMwf};l7?A&?cmrzz%9iC z&H|A4s58auOVUA~i;MvGjJpnlMxiS6Zqia0M%sfa>5hvDgEc7;X2o@akK%XmC zD^)(b{cU&+{!$vt6L6|*>^s^g-}~WsXn2()Fo;o>y2c%1vgk+ghskvPW*PEPe{opE zQXYKSmbj9kTU*;9d+{n@)Z{2~X>wAX%+q_MVgAyzd~K~vS{IKHKSYs&@;LbN8gspl z_NR55sbh75uJ9YaPOgdo9Kn@UW>OiUq4=TYR)8O-f0#qPp6TXG^*P1(j|!u{qY}Y!XgIkuk|<-t72DXX zTf#g0CcKQiaAENzk|>8?O-A7u$XkV_+yn7qQr@u9{X(gP{tqj-l6URYsA?XTL=VbF zbi~FQLav}M809_z^I`(L;~XC`2=KXkQMn9QojTtIpGLNb zvMn%!#c?NDrF&y(&Nf)Tj+`&Hb3+~0^(2dJ7+{aLe;Kys;<3aDGb_PrWMn@fj<$F* z*#BS_cF~WT>Gy8pQ&Z4pK?MuPJ|q#-)F8BU9FU3to?W=FGUvzBe=C9%GKN%B$K17r zrT`pI8{H*K@Jlf|I5LIgvVXBSg2v|I=Y&#Zx@=+#TNnIzkAN5ygkvr%`1| z0Yf0qNIaR~#wHX#(pN+4N6>2$$8n$59Gx&xRV>&W#mJ!J#V&prN2Vgq@<}JdZN&ZNka@{^xP42h zJ;GVNUK@x9}|#km?-IyR+Dg)9mRw9qq0UX|br zR1oM2RO~>=)4zz9=EAJomTEeSB)PkIENX8WQ%;7@pgZpZf9lMY{Wt@=eJd077xs4~ ztG=N!`WPQia1hBY+++H_Pws$7Iz_1Aa~Pjdg@d(1++wCd9CA;=v}0YAh0oIA5toN5 z=5OD3dYyfIV=zp=!;h-W()z)&WC%${yLE``$?Ep%A=x;f2m-jJJn?D#o*?;XLK#lu zw(i6rNL@tLe?q?I@cLP$_8NyOhoiG8|*Ow4M?-hn)dgjbKge#}o&wy-|1@BvgT z^*4Y_f6O!on$d5Dn^#k^D!=dVnlTM`Sl@c!ueD-N+8!ej)+=>6`J1(FP81CffopB&m2H%Q+{ zjw;Z5!E``3XJ7zX5|zW0m(2423ql3G`XV0Te`fg%;-B$8DclB6Ji5N}?^2ZXx=$iH zB5xDFf%)YJM!Dnwji!sTqk}E?FCn#`;>xaFuVtv_mSL(_LlZ}l?47g&caawsde`x! zD*zf;fOtPrGj-#GjiA(v<-=oMEkWkhma1Tf;8rd(01lE+Iz6C3qxc<9oo{@9(9gm# zf7|uTb}9Cw26{Aa*qc`eY=z=asbfHrtx!UA`Do0N!+#v6LGMxn^Z#VlQqH=1_>VnR zz3}r$!a-NQ2lidK3lT@o)KCw7Zb^7PpD3%~TfB!sv9;o=g=2G@gnnO?lCS?2W!^~Of5dw^pCLB3=>P{Oc&zk9BD3FR4jh^FSV)*K zS&afnMT@2A#Bw=y{HB9U$UWJj$j zgVO^ms8>74yGTz0U)?{ZvTU+K$;(DnK~YpV;qz?^Jxb-2XGw290S1e6d>(FlMO*7Bi!l9H-wuDh(7r3oh2x>-&ME zHz_gS)OTprf8|HDPIWL6a0ymdf8Bz;&kg{b!;j19^8F3$0g^)DXsqDP43-UWBgjKc zf0(LQeNw#4h&Xd?n5e6O=JG55`Z@{+$&Rmc0{np-;%Kx{hF|`Sc!Fs2D5B3I#$kBx>w~^OO`)#P1nm@n|-`}6H&S>WXj~w z5snuu*-_S*9dxLAgB`eaha)m;S}Qrq^OTNim@3sW2L1-LB|)Prjx2jwB70zRw!1jV zuUV7~N-!o1JQ_|Z7tGZKf5|w}+`Iz)NTNP0-sFNBq1~1|1nt-|&Nh3`tQY+OHAaXY z2d&B*g`%KTikEKD_Qz9V228vH{;|m-cOK7XCvl&Lv4=l}|2ZG%wy$D&Rx6h$(6@e@8+^K z6{xA6c4wXhrZW971gG*DRhnh7e|noqh7E!0;~PUe^kAVkxq2)u-6D-O2JD0ZPy$}R z^FhtOO7p7f<|D=1e`Fty!3*oX{o$3_YJx$aE|L0cWAf&p7y^&So?|Pk1OU)TkY+Ia zayb%%^p)%gU62V*x0~@<3)&}AU5LM=)t5HKPn}@*3f6nEz4m$`1plPTJorL_NZp&> z@DXpE#lS>l--y~Wrpf2?H(Ma~xyXlm}~IF4A) z=nYIoMP`hA*ctJ}3H3Tied7k(>kYWEVZRcI+er!l;0DcJLS2W7Y^f_s`MF(}r`gbn zK;F~J{&E=Dk

    brHz9fq$bj`7>f>3mtT(5DXpY~=~)AcGjZ0@@<>QMG^BOFIH(XE z0*(oxkF0N(O)~wwu5~k&w9y}96Gy3S3qsHHYBCsxFW~)35VtS}2vdSDew)^s10DyG zSi_y*TsHdzmyv-UhAvXdLJoUOJ_EYUSbYc2EGirjfp(WcLJbp_kEjr3f47o;*RPnz zb85@P{Z^Gqt!?>o965o{@cVI++ut|^frDMvZKe*1#q0Hi2UR-Cxbx=O-eFhB$7 z{?O=d%rL3Y$R?@SSPK`^#MmUQ8)Fq*Wn;a8t8HAut82UojZScl_}n)E%92)1@M$mU z)F^2a6of{p05yzil#!Uxe~__QH$o;t9pf71Q-F+VR8&|3tr9fX3Fsu~&`8s0X~Le7 z(5u8QO>DHnJ`L1U9tLY=qcsfNC~X(g#dIMbPQ8U7Be22JJlFNtr9TC0izuB=c0wmP~u@uMnj1Yf514Hy9vtgB_|={ zfw?X;Ryt_zTw_(h=BcqpLIxgN13f3_A(NmE@Y{MEvsaA`9*9AwHUgszFw?^1_LA3- ziNL?cY2*W3Jd6V_NZk9z8HJ=m<2;N#!9(Y9Bp?#VKzA@uZ(ukn7|3|Dm!PG$3Lk-R zEl4&6-*}I+4iUthe}Hn7AZO$-NFquFbs_*p;naW^kikc;i6&r)Z(=ZVFGZ9w2rwbE z5@07q#0eoNNdSt$-eB%ZVOJ=41+sw#(5Es6sX{A2je;>Gk2yeS0+uLiEpR#krW^nc z$wN-VRF#yFxF92D0fjC?FOY?9yvEKXfJ^y+eMk@m$i+|ve@G%i4YJTS8W6RT3Wx!C z(jH`?EpUQL0Xsl3U>5Ksb)-@N62Jz>01F6U8;}@`7=TN3VL53S8jcLcq!q0IXpA^^ zSivBqebRg1e6uI^n|BF1lFiFTy#4tXko?HQAcK@6l-K#iWb*6Yx8Gh@*C{#Duo%j^ zjd(bnOy{p=f9+8R(4i(jw##KVKLIJy=Ts2)@BZ z<8=Q7R)-6812Ysq&ZkGOx@GeYrnUdL5wE+;WwT<`f9pSH9nSZp+XFtFFT3;Q0(27% zU{Ad47SoIQQMVw~Mn%uN<8k|7dfB{_P~egqX;>f8s!>e8LT~LHNPq&()$gC5Pl4h) z(xEt{wVvtuo_KX}xTO1o@%e{6@nAYX?&j2k{8c;^{}K=1DZ0Ti9l>Orv7>vU zSwHf?e?k*Rpt_*aeG<;AMm(9mo;Co7f6QQtBNzUOJSjk;bpet{Ac@kBP>LIXs_JGy zB{lMCx4OpZ5w5js>jpDYpdvsMjFkR6fLi0P#A$`N0%YspuJOEv+8WSsXZt%)MOI${ z=ugG4k((Hfcg1k{A~Bq9f#I}?;V4JA>wPY)f7S3R0kBPNt>beyNW%UJhJwBlTx*!D z@meDkDn_|#=FsH08xH*j4voDd4vqN|aR`R&&N!^<=8fF@kp&d&QWtdY2uN;me z!Nlw9rZDng+#5MUEA-l`fUFT(OHKlPc(7At!1>6B-6m(e8li2p!+;gc&HCNQDh+!T zf1q)vx)Syw_t$Jc3d~FEqu9s>QwE8>D^%7;330!=EQx?uA<2i2P+20Y*&V7-14!6K_Q8$JWT9LuW5pJJ<1MVseRp_eR#0rEZ zhSowLpBGTxZUD;bI|9n9FA-4Q><*}^?sf(F84bV6MXSxg?J5*%qQzMKXV@)gF$d|aT5HtZpm+h_)8$1ziL|DhuQ%B{&;$*l^ zE+-0{_uPtUrhyu#k?Ra4zwW(L&Osq$aJ2-y(u6pT-a-RTH8@GG!I-o&YP6R`uMl7X z*O#TQ5Ih0(m*TGwA_U(@Oe2>Fun@-q{+H0O5HA5omaz~R0hyN>u@Ke)Ze7dU+OQHEwT_h0Y{fb(eQV(mT=4Q!{ir2m;%<>v?rKGX6l)snc{8I_bhT5&_^7AYu zM=n0)hnI1)5G?_rm!Go`I}9AgoGB!V!Lor9T(6hrvk*4}L(8F;AhZxf0SuRAv=AaQ zFTY`)9=}{rD-m!RuWzQ#`hpmq={sg;)};MyhUv0>FVrv)|6SJbF2=atNM-Y}Oywh%Z0dY5^&5VZmwxR)@u z5F-J5msGb9AOTXBb+-^q0S%YJw-Bxg^jk!sD%SnN!Iycs5KjT~m&v#gJptR72e}Y= z0YR66xey!(^iGJ&{*vwem!-K7Dt{Y1MR#jY(N#1CPtoS|I#1DV@f2<0DcUWbqV3ay z+NXPpgP*uDvAcMQ?oaR%?QUM;-Hw=Y=<4ec)7K-WI~*|$UjX5kFZAw!1znq@6=MUT2LdknCyOWDai}fb$$)d5`-~oM+bbrq#-`vyq z+dvL~x<_G8;{M_YKS{DF?Fk_Av>TtCF7b_-J%Rn=GsymH*-pks_s>rz9p1iLc4u!u zC+~^3xdAvF(EhZYU4V`2Ov~{Wk}|kLT_3^wH(AJ70{a=Qr_0 zTVx6TvJw6ORS3FZi7Yu%@Z+AB+gReav*d8z9(CO%Ur(3g+41!E^GWx9S(nVQ?ND?v ztE*hhiVFDX!T984xH~MKoQ;o%o8^r2)Vi-lH>+xNm+O7#mYH~Ydw;lbTi-9syFAr= zH_)YS3c@_1&HJ^2Wpz6c???T9GM&y>qoTWk(rLT=eSF;Y*Tqtd&zIfFyqz467qdzG z$Lby^FU1T$)9dG7-V}F-wM$q_J<(MGF>5)V9CyUsRcb2=QYj?@TLWBG%RpFe57;UVSU4fR4#DP z(8Us0_^@2!_mo{Na(Rv3dqA4+k$6nn?_c7X_)Z*%=i>X7CVzY_{ztqKZ$Trrli6u2 z4#i=&MD=)dIu=J$;4LW1<8A_Fo#QGEArh01Wx~c7A(e0CtK41*|D1HQC zzakm8rGMp987hP+#1UbNO1j@J+KK2cj{r>K{rDr8$kU5Cz-*jt(;P1{VFtJfE{?39?(r=Ya$=QLW%zsE^8}i`c~V)vuAG~ zKYrFT>IO|{qd^1%kDMn)**h~T+=O5R?sbqQAngd&=_fGwDlF<-?Ksa~Ja~QZUC-hh zv>*Qb7PHtUQWEa&EZz=9nBdyXZl&Cx9Nd5XGtTT)dw#QnuO+Us1T({5h*quu&o*av zn|~)8VlgFacQtZ~FX--EnrC(j9jDLG`jN&4%;_>`iaAIX-*z`lq*VdT`ueLR&Cm0UQy)A;TIt z*0+7U-2wK|Z^g(1z{gX-#X%1K99GuUdlnZOQiWVrzREQ`=U@>tatjMryV(B$m=hY8 zVM+}Xho!#|ho!#}ho!#~ho!$0ho!$1x23-o{2>~O?Iey9FLAtNsvl^JwmGdW5|yQY z{XK`^zL&e<6+{8Smf{sP0Y;ZL;uSUlS(k0%6*B>hm!aYnHvt)!+2R#80g;yw;}tdm z1eZtS6*d7Rmww|FGyx-*v*Q&ufAo)kjOg{RWkl%7VxAmD>&I2ROctwA+Wr*I;LiB+ z^!V$?-_AaM4(DrT4z8l-%{0VErs4CNNdN43y!c7}bs%8T2O>ay0dhcD-R~oMxPFZ0 z2{C~h(Kq4pT@*jRWKEnB?;U`b7}57hIE^0<=g-rK1S9%6iDoxots{DufAx_9F28vR zSD&MV{0}{(Z|E_7OW)Ho`jLL3=k$Vprq}=LA)Ul945$MG$8|OO=Rdbv?dAKU)7!7v zYVGi1LBV0MELBppRwc{D0^`-irp?M?WzS-*sVr8?>SD+Ah@Q|7u+R&7h0CNj^eYYN zBc0HQK0VQ=_%bV--tDwKi>u^3v8GT$#7jyVKn}v0D)470S)a0j_rvHLMKTYY=VzcU|ejd*w;C}&sm$^=V zqo8c-B!*eOZ5B!7e-*ye^mY7`uBYMpr4U&1V^I|v{WDrE8j`cSNbc_V{&aj&N^aNy zP?*xdW(`}&9E|CZ zJ|8%p=H8kZqbli(3Tn()G0cq2nUO&?fnil*&;%=qOKNs^^qz+E=Z97J_(zna##1)E z1%=DyYVkArf3^vyG+eC~KOPpzi$9w@Olu9_KWk*Yu~lBrF0Rp2uK$<;RrDcT;eXJB z;=ED%aC+t+evDU-(`dGtCh>Cm3xxSSo`3^~OF#w%T=DmC8qFW!+RqpUo+mLNeO^T& zOyXf@joIcA1V4X@=W+6jPNVhO-^R1_-gNOCKZa9`e;(QCVnt`+a-A&bES_)Hw16>> zo5yuL=^Ear=|WH{x7ax;yiCf(8zl`>EBx>> zh=nuLSNVuupianSNss{ncP#f2SaNef0Lj$%l-A*CGXOJRIPLff2ZG z#dJwQjeyGXgPyhPeub>2YnZH^b`~tiOsK@ry?2VhS6Ac9yTji;em?xjf=(e?0yU|? zt$cKAfvDC7yedMaws36&$*<2MbJ^4vrFV*47bmypU%tSi#(j%AP>@DQ9uSTj;f@F8 zs-&)0JXkyLv??vCtHK@051@rtxINcc)K0T&+e)> ziPy_Gj^{~ZRUMA;c>cJUKzxEZs6Z)O9XB89PPlC1&FE+CX4Z@Hhf6e^)tWBJy zFJbZnN-(tN{Co`&A)ZbmJTK2ySbbH=8aGsJjH(8@mX!vmiP`D6JWU19K;`mwlAl4@ zi)+qW$r4{Fdd6O$Dw!;P%*#S2zv6>facQ%xKeAb-5B$EBg)v6M>GB1#o+t_FbC|~D zXqtp*Ab&=9w2%(s2@mKWf8lZ&LNPUam_S?7pD|s=gd0d6pP^$CZioPzeTnHK{I^`k zbTNafibik>F`o#BHyM%A7kDp=#UBVBJRt=-L$uRX=6~`K?(>8+7xuYUmM>@egqt1{ zSW(B8YmvpH7S$4Y)S5fuO!599f9+7oJ5s4GyY^9k-_m#a`m#|-e-`Ctt*rGs0-$S+ zT_14NwVj^o?gh{Dk5~b@r8b=f4i%YXtpy( zq^WQJ`1-l1$FpjkDA_2xvrVUBL#Vp91yydfkgshv5fh-?i81+BA7sZhanpO^Wamy7 z(9XLz6<*n-D0lFxe=cB4!-MFGW+v#FHz!R$qY)8HFJ598&%bO;-^@Hg+tKiGlSD)a zpyUxuu*hsPS(zgDEnfvya^B8txk%a5g3()AmVsy1=cR)AaGG^v&g_fBw0KR+*tBp= zOGsbirulkaS!OjRR3bjjCt4J5j-U)1vfB2m65;}=G^!HGe>rHC8Lt?3TE%skHn?9& zquB%&jh}B6JLucV6xTzv!39CBitDL(o)i&rE{Bu`7664GrBq>o=w%5EP%!#yyXl22 ztDUl5s%QrK-~Sqw@GiaPywIgX@wkg8?@$WjL_-x+rOMk=F}9R|Yi_mRJ6`&*0R?Ra zWXy;miQYUUe`ymhLiRik*Ad#Q)ltv@nQ}qtvK0doVy#1Kr_9eq0 zXcja*E2wo7b%wBx+U<_|>*3q0tGhaCK7^V#e^KKXG$m@Rz;e_^ZG+kbyQ6-4 zes=fqQw_Bm0xg@MQ6(x=S3ujXs5WeO&~Gk3yg9w9fi^>+^$z-BwgSy}2Yoa?x<9Tn zZHGX&ED@};iaMxJo$2dqsKxH6Uwt>*#4XLB2VqsNMH96#9jN8*s9$@L*8=T^Kr30X zM7tGcf3-X2*WS4`F)Ow;(bjAQTJH|JxlP#wsaqf!uX#Ca72NU;P-b^f&27dODA5Fk zds77_S1~NtWk&miwE8At3z2Ffvb+aTX2f+wdxWbGpU>~_Z$aIz7PD~v28yQP#GvIv zb=~o^iZ^OIe$@tT_lQ^X}#{$2;VK zcq$49z+@WB~TiUB? z4!&w%ax1ud1f{oUhu8NX%Fhi4;M!Lb7E|EG*9ltz-XkKN9$(+y-IQPK^#c|yV-vC` zf5QU6d@I0vM5F#s;9G$CpgXg&ig!Erut%Wk{fNBHbtwd0& z9wl~eJ00F5%=LVo-2&@&u{f~}TDM1h>;EFTm9es|0Xyrq!n;R&>;I;=g}0S+N!eS2 zZHIS{0N4BVZ3}MO;CLUsW~+GY_9?#lKECv7)dKB|*7ap)wry*!1MVIHuK%;F7GAY= zyl_@+g?Eqm*8d4n3-4>btQOzcR)F`3Z+)NmwD7te_zkv~4)7Ho11q?DmoM-Y6@M4u zbF?1OH;WB^X*7cN3f~K)zw%56_z+KUAKRxaMDpw?gg^QpjSwlb>;7Y#-}jnC`h71V zeX>ZTR}IMLtv@n>c^B-40~JyRb^@+=iyBoTSx=SOu#*EpHtTlDPNLn89> zH(QFx_nt0R(f9P1>{T!7dvjOx&NnA|dS~g{C;U`N2;Mc8D#zm8WBK0QNLbN3f9H_* z4r)k(>Yh&t%yX3ivkXl07u24s1JM(hgqd;@*_cFDCt+O+WF^%s80weQ@fAD)50?@0 z6%>C^Z(9`!cO4?(wh#%ox_hjwcNY??%HF)uyGBm|C8Z~a(jx?JOCgwHA;_BGgT|ay zkrb_LPS%*ylp-+=k;tkka??eGDMey}q29VC64NCTU5Z5O!Le!r>cpi>0ck!sR+UJu zZP!?(RFoYWEBoz4K9=klOO}YtuGq(zHqXmcBeqnx;+j+O&Dv^fhUlw&RGy zItETznX_YpBjOasxH2buk-5R%e-ni)dR2TRu9pd z6qrsmAD~qe&VX4o$m2`_=mX!3Iz;T5ogb_Fd%cokej zyNYIn=?Dc$x;%6ars|#OPK7*cC<#c6NF6mWDspV z8s1Hq?8y!^%o-ghWU?o_(0b7DeZpi<^!?a^HcQB4PxhiQi6iDr!emeOqcMr2X+kD@ zQUpx#WCSp=lfxF&>RTU?C@HMe$r!C6uni1@?Lf~f^5h-dcLXrSlL^4YP9~Rg2o^Md z>wF;sU?2m^KnSv+98`cx5P>R?1Nz(*fIf0HK%cfIpbynLpwCka&_}5aw1W=N2{wQ( zun}wmn?X0|0b4*X=mT3pKd1wmLgN-RJgXkbf15#v1z%g1what`Mhp5@q$zoNt0Axh z>;{7t4EE@jonRP@f;|@O`im~?1qXP40H6105U|ijS}63oMZlsO?Erm19UK8;;0QQm z!Q^lBP)+uBu!nF0oCHTLm|xH>$GEy1>?fQ8(_jY7f;n)UTQp$vKvVo6tr9o`7A#nK zLk~U0RrTmJSR_jzeU16mmn zf^tv+DnVp6^nz~5gL;s&;E`@=1yBp>KqJ@y8Z3C~4&BlO)`9h)1+;=TpaQ4^sO;GY zHiIq;epb{2Hu3g+=))eMlBC;$H~#+ys%})yYy~P}wgHtXLx6%H9I)WsjDA6_5>lLm zy8$IhI1DI6!hL}9BRl{oI>Lj0KyNS#C?-NGfN;!$4`0?p$H7rR2@xIx6b|7Opfm`n z1;QB%)}Gcc<^Z)o$j3UIH_MLb!b!l#KRiv(+kpDU$3Hv+_~eJ@z(uoTkLYJhlqqUm zFl(Jti_d#_3Gh)5uK+&f;Z-0rP}oFt%Y~M^;}w49FoVkhGu!)tv@(EyEgZIR*vFB5 zM}A%2GBz!q)*Y_`nf4@$!p4qG^e&S49OEgbf7*utsq9JKJ>e*HovERJw0 zQgMV+8A|ruJ_{d|pPkl!7uA@f7C!k6X$n;*j#&8cSEY>sY~fUB;ti+r5^uO^%ieRR z?whfSmb_ZH#F2P6W!caFSQ;*IILFNc{NgZ(qhfR=fEgU#a2Uy*wu+hs{T8b@T;eGG z9NBjlEO-1iU6o((hQk{UM|c(hw_>^FyL5{xJXQ;zq0_r8f8@V^T=1+Bp49rR<-Rf@ z4R3h7;qivYKAt7R;}VZ8Jht#E0vR0N0I-E8`@Y_C58bXuVJY7X@QcSFo^`|H4Nq!) zFJRs9xWu=U)2-a_+TDAm?5m2R)u7dzJQ!mM{Oh9-tioiTBzEsK{3?mn`3U zMYoW6uS%aCX{0h#b-MxO_qyc=yfhW>s@AiX|Hu8(RFtcK;;yj#T&uJQs4~w1)!r(i z3zlDcLbtGAjSkRKCA|)822GZ~aZ|UboNfaum^*;pZv#+qybn0rhTC z|IuyvTOaA6TfsI!m0P5&Ee-*S+2T$>30vggqe$Ue90ruD#eIMxwRjL50Y%F{(xxYm zfH5!uX24N@%Rd|G>M<}4=D;GDwfs-7>gsWD5-flcI0a6FvtS9FvHV-z`o%fG<}6aD zFM$=XZ23RDqgyTm_G*#d^cpp=GI-VUA3myEuA|Y4&1#>?szrWdG8mUx{?q?R%L2A! zG3k!UYD`w+Dk~Ho(=AvaE&#SwF)52{tk62Bt977%36SoXbjK}#{ZUMkV^SNF(73}2 zgXi@#G96=!SbLXER@m3C3*B_qRcotxWnC!>%-~_-2F+Pa#L5vS#d=O)r_zXB}h0;sv>NzXCq)8W_x5E1msdd4s zJGZNK(W){50UbFW%gt>)9a z)w*W2D{rcG-D+QJ*Kh{b^ugnS)&6T-p;_I3p%Jw*R`-jnT4h#0+Nf4&^-sO7R@UnO z{hnIo)-eBxS{2rC_XBEGTEjO!r&eSQ-+xW5Dr*dGs+F_Go3UDXYkVtGt6)tVPpMUH zO^2UStHzp2i)z(c)6$Syb=GwIbo$O;0AKt##hs6)_|im*FaI^g-4Ca@=d%>IZcA~0 z|1VQK(3;|#KT7fK!zms*o+7@H;(HIKc0@=P#F0gb zO-+dnZ;1^|NoQX=>|*~>+5^}Gm-YgGopS0}ld7ep12CN^jR2h^Veb;oF6k&t=bbuC zItp}z#JiMq=*i(lX&T_?k`9w}dc@AA#4$#RO-<<}(6OP;3He%;C}vCSVoGPgS#S<; zs!`H;lMYOmfR5lUfy+QAPdYl)dDAsO;kp`Fv+ZSYRt-?5ta9?S8UhX^S2=+nT;)V$ uwGwa`w^{{qAP)*4wa?n0)900aH~1e}qYV3(IS>{g3O6w_3MC~)PeuwC;xvQ+ diff --git a/semester3/numcs/parts/01_interpolation/02_piece-wise/02_splines.tex b/semester3/numcs/parts/01_interpolation/02_piece-wise/02_splines.tex index f095bce..87319c4 100644 --- a/semester3/numcs/parts/01_interpolation/02_piece-wise/02_splines.tex +++ b/semester3/numcs/parts/01_interpolation/02_piece-wise/02_splines.tex @@ -98,6 +98,7 @@ für alle Funktionen zweimal stetig differenzierbaren Funktionen $g$, für welch ||f^{(k)} - s^{(k)}||_{L^\infty} \leq \frac{5}{384} h^{4 - k} ||f^{(4)}||_{L^\infty} \end{align*} \end{theorem} +Zur Erinnerung, $C^4$ ist die Klasse aller vier (oder mehr) mal ableitbaren Funktionen. \innumpy verwendet \texttt{scipy.interpolate.CubicSpline} aktuell die ``not-a-knot''-Bedingung. Es ist möglich mithilfe von \texttt{bc\_type} beim Instanziieren der Klasse die Art des Splines zu ändern.