From f1069d4e2ac6473ff167bb7385f22b446a91b2dc Mon Sep 17 00:00:00 2001 From: Sam Moore Date: Wed, 30 Apr 2014 12:41:03 +0800 Subject: [PATCH] Uncommitted notes on HFPA and symlink to Sam's Lit Review Sam's Lit Review is in the ipdf/sam repository so as not to sully this repository with its disgusting git commit messages. But it might be easier for Tim to find if it is in this one. --- LitReviewSam.pdf | 1 + LiteratureNotes.pdf | Bin 233968 -> 240148 bytes LiteratureNotes.tex | 69 +++++++++++++++++++++++++++++++++++--------- papers.bib | 1 - 4 files changed, 56 insertions(+), 15 deletions(-) create mode 120000 LitReviewSam.pdf diff --git a/LitReviewSam.pdf b/LitReviewSam.pdf new file mode 120000 index 0000000..7c77013 --- /dev/null +++ b/LitReviewSam.pdf @@ -0,0 +1 @@ +../sam/thesis.pdf \ No newline at end of file diff --git a/LiteratureNotes.pdf b/LiteratureNotes.pdf index 4a11913672dfda617021d481cddb93b1de75010f..20d22eb08f276798d5aa7cbf0655af4bb279bbb1 100644 GIT binary patch delta 106289 zcmZs?Q*bU^@a`Ggwyhn$v36|Rw#_%TZQJ&avtwI3w(aD6=Rb93rlzK9T|Bie`eJoo zJgfWHx5Y>)OGs#xilX9-EKD45lygfXYj7;=+>L0xpr9_iX4A0XlXv;*&W&B+HK2RcPiQfTgEEkdQX`qA$ zvqx`&6!mF{LOHsn8Ma0tedPsa#6Kk@F1&&m9b)I8+Tph_T4y#$h}-NdM|#g#N9RvkWjp*<*wOJb%pYQ)rxHrXcYpDDD<{G2 z7ZmXg9bCRWGB-K$2o0cuQG7W}u^TSbUEqa+s?T7g8s;xDkbJCJ0s z1a1S-fMkI;RJ}6#>RF>XBUBlI!fapX49UDzaGhu*n7R!#ZGBy{56GWR-s^SijGXW> ztfpyVpS&bq>+b9_q`V_Hy`iW0O<+rivW;khOc_aBI`2&* z19C1{4qyg49gw3HOiZlzDE%|3tCAH`MaSebkej4}-uX~W*;p3PktevPc@E&XG`gQD zEKT}q!}|213B4cnbID2MCmj_6tW#{q=vY&@p%uz!o@bPt( z!$z+Wj_acHf1W9Y=EW`30jOS^hpibhd96S`ZP-b;(S2#w?3tK^IuAv+w%C*%nZy?` zaYRF*J0Ayy8I227nSI|@O*gHGjWkcG>OYblq37RwU7R7JP>n7u*(bZ)(B3*O4@Z9w1CC{e<{tS67Vtxnri|rtr(EN8LPHZMb({Y|xR67aW1k?Aep< zwejymro^tDW*|C)P0Y)c(mLI^g&l4`uS#0Z!q&7Qh0ks^0&5t-HCP|oJ0*GNZKbt- z^MD~0@M@`liWAD-&?IhC!Q!tCMO{GqZcsY8vxSS{6l~&s!0-U!+fbNo>wzik{_FI3 zrJoq1u?d>jkE0MxwStM`sH1VM`q1BH&iKXbM1qr_4;W5g#q3ilHRjl~o_3$1#z z-0IZd7;-rqkr9=$VA*t=CTk4U6S$A&y9^l_B~1+wOB8bTi)o{GsNW5W{p0k>7GBkwVC8K(O?va`3~#tM-%$MCNW6$_3t4i zHI56t0iqG<)rFAKHq&f4Av&do&oZ=Jg;vbS0KVEDtQTB@C@>!tDi@n$J$JWd*f>q!=N^pBHkB*G$_Z1(7R@5F|n5UNPQ#KfhvkRi=r&JtBXVv?)1 z6yCx_VoM2|Scdfi=mJ-~k*QY;)x|u}G(}1b=kit=K0*bZalAaMg*1LgOLBsdU6L(8 z2)~ffhB^e@v>!bF7Naf?EBz*;Kn`#9v={K5~TNVn`%?*aHl+p?e0i z{^nED{>g?61kcRypnex=S%TXhG;o%G*3SJ8M510vmB!2S)`;8lV8h71g~)?Ih!^1) z0xa^|-9yomq!MGdOv%u@Anv6sVvs5=^fe*85gF*3#vb?GjX(qt9nJ<})?``m1U4Hg zu;&DM7GWWGT=sCe5(|@k1@Gtqkkq`;K~}od&w{&xK!g?5iDpA$$_!0SN!WaO2pA34 zBhH4JrK#Ex@Z?GsnbJAv3EEKLQIP$bPV)tb1g|@`ET^q7xP}zJC=OS2${eoy5;%TB zd8>tu7Z+#-CLmPA%-B)nN`(gbAS-1Yf?S*nkQ-(}LjZ$-_tArOb0JxF4FV1Aw-9)wNzPP5X zM$7fWJPPQB0hYuH+P(ga(`##7StH0?H*5&xs|D%U@?r7o8qRg#wnGg*og2126o6ZLx65vlyI+8!4vfFq>!2?w)WczoI_Vl1{945ME!NYV77?Q`%lC4Y3H(p+%H>?_V15g5JCZ`F~g~`+0QwtqP zcj@@o)LbVs;n zig(UJYfpbfEYlF%c!h{LZT)A!xq@C=C`C_UyJ=n3rK>92X2N2+tb8)}Y&H1ofw=6a zFc^DPh)`&h{ZwOoI z2wyJ3ZSnm+a5B96@QyCK-YhFRPP%7o78&N?|KZvc4%A7$0TEA)2>fc76DUWvgCV3? zoa~uJ6}u|KVTGW-6?hy&H6X32w2}}h=nKh?W14)YQym0aykqyrL`66LxP0WqZI)di z9q-v_IigjbIC{=a41UMKTFP(w{$YrYs~fmNODySaEk0#|%~3b|$v=6-qutHozi*)V zJ#xl0)xJ`+>AvOq`LoTlRBoY~uC~g-VR{Bx{9o|My$WIVlJ@MXU#oUB6G(!KTHH1+ zT<0-B-7nyIyV6t!G}77YRd@8wcy!zNg-NUs*s@wj;EB0cqxIircUf5MBWu0wx$(Er z$tJpoUPNwoFdAr_4%1M5rx8>E^6`hPVmb`O|Fv zp09;p`?+YJZMg08cD{bA-6ByAi8czW*R~##8%PJC-qAxF1DD@1s%HyY*^4u8##@t} z`s0bm$>WVVe-tYD>*LcTn>NGA^64%P@W#4^ZjR6OsOVVNIWzdD(DR>Mmdmi2gkFFj zy(5r50ho3W9i{Xtz(7qa%%#&6<%4xV47`E1CD5|NtLf{kGRJ@lLX$Xi^@a5J|1f!1hBoV0sZU-4 z?9AKm+&^YSxJZ_c`Hg0?1DHb8B>aYsP)hN|`(5N$?SlVv7I1eiLKk8Z-$Es`{=obS z96Sdl4}h8)EBfWHDMW^U4HFVxeqz{&Z3JJ_AioyCN&SgGndku39QS6gY2$kk2 zG(BsWX8RPZH<9(1LJ{HfHKV8=Iv@ZuMJK&4^D7eBnf6clnbbOPFY}kaY#FirN?_Ru zOzZd~&Kc~7uqISET}+NF=(gHoUwj5s07 zi}qyN|Gx$Be^k7u!2Vmr33=ZCOZZ2JFA@Ep*gEJs_?rxEIz7B~ENf1zf7Yhn3xQ#| z@21{MEi~uB@DaZjR~I=K4-^;xUxV^0{hMo}Z{~wkzQN$EPTESQInp(4IBt>$FYrD} zgX6>fTYpKs?jd94(Di|Bji)vq^;jOi7`_$wZ#`v@tsL9_!mbK|LjELC$q?GhClQefy(2) z%H>lodT!bg;tJ(MEG2$MF?~s%QsJj;jDDeo3V~pd@|$JWo5mb?ZY1vS2HxtSuAJ>z zB79~x*d8xlP)|%Mc9V!<8a;JuRw46RwEiYcs80U$ZKUk)W7pCF&_O(R@j^g;!~W8i}&bWw>mQ)4I!=1yX49oV%v zL5Zhd+#`npteK;U5bzO2ZkHhMWEgMQTi_ww()5ZWj}(9_!ljLPG3dU|C64rlK1m#; zCNPbfU603<>>C}XUI-DSu#S9;XC>jjGsZ8)T;xzDzWDRHp8%61Ubjh!O3oZY6 zWHQ34uYNP`w_9)h%8-5A8MHlm3(W!AyCvD_yX)<D zF%b|zMihlGuKDm{bsAXm$t>t`y;m&o0~sG|rS_lQG<9)xHZ!vO-^#(*8jcmfLc&b) zpCaK)-T;Mz05CI?B!d#t0I$;J95$H|!fw7XyX2tg+`yk90SDU|)S&aPw${?nBvipx>3#n>!Ks6DbN3O%~+C9N>wMVX}xWEQBFr z#24595XTV83Bx_m#dv!M_JA@dnz|)T_yXDP_2HztiNStC*p?wV_B{AxTW$T{g4(Ftpzgn-pAhr36TRIjgx( z-c=jrrM^{7@$}I+9^!fwJWcrdAlTujf%V~`m6Vt6{-yxk=@`$KFCup7@@xM8DMHTV zc~JD`D$FNPFit>oA+{tW7&mkC1%UiKv4s~vm6s`d~S5cB2 zHhHOrS3GiQ<6+ak^y6Q<1tmfV7De}E8Ii$`M1t|WT3(T!+uldPM`HbA{p2>O@xJ_E zSulJ#v=i8q65^2PG@goqJ6FD{Kw;fXE?=QrkhwPm62wsqOf)e>PkL|*?3%%0PYjTz z5qzeIC?rL25X?W2Ag>!ZWW-{a$sqcl|kNMxl2O-JDr6+z^Kz_|j1h(>}r z#Ac0x%R59Q186%bbcXDS0THs@H1JhwuhhHPj^KfDP|_;(>z%>kpi(!*I%D!{p#m~R zxKDwQ!E&&JeMEI69;KjzVWm`@SF~$WX;3-3CA5mDpd=wN0;<+9W|boZViy!^+(69gaTsK7in# z*3%4+qE6=^JbaVX&8zitOYz9M>l3Ak<_S24dXgGN;WW?e>P_+6)^M)fngu}Rj< zuWma(%b4ZgNGM|P;NfCBT`ZQy{Fb&L6cMn-B!S`3@#5rgzyx?p;BdviUmBBV_KWg` zypLR)M@P%&DsBNN{Vm1f;T5=LsF5vlP6!36N*+BzI{d{&RFj~Eb0f?cV9c-*wlN*b<_Z3q zH`;n!L9Laj0bh)eh*gR43{c7lI%xFB(hs9iWuc&?WckoW zew9T}J0ra_F1~$wvu(FN&7(rE8}Eo8gAvX1#fiCCSa+E=&@DI%M;N0G?(Tksh+%sS z-+gv>S0RUsfmqZ*Y9;((@fF8~-+kCf!e zD4R-)ll&3n-(oT+sb`7CHXQRB+%IRToBxbnMZQ;IXTg{gwe7lk5!&%SC%W^&d8Z`O z6OxAy4_vAvgT+G4)nth*for7hW58U4C}R~h{W4p3tSFuv212RZ@L^nUTue$=W^I9=W3-_sB#PDt_7+9HR zyt}&pwE(DfgiFG)Cj!Y+{K!Vhk}w}7*nrp`K}yJ`k6Wh`~RkCpJkSdr{70P+>H0K!2qp*Cj=Ym2{S_}d_}0nRb} z$J;-(%yYON*g{j4e2o6cg1E)9z=G6!p z9j~X~qYJ3t9ksA>q9&X!U-dL9-^>dpTZs7SuiH7&G0wjfJkw~M;2#Qk*{G-CKwmT} z4&2gdNyR`=SOO1S-9Gj${P}-n4k57Q!pf*lqX`-x0U>oEDG zd1p9D%AT(g>{?TIuNT(ZOx2FKa6yj>AsA_9!tmS;WOwm8iM+o920zFQN(0!y9q=*t zYjhaRuZ|I7HvGBruQz_$vK8FkfF>;0)tZou6%#j!lcb!wEt^N{T}8T-XF~KuhsG3qxo&REQz19kLNj5GDd%+(!155YGi@%Phvm$!Avc3o_qpLlMPdV_M22Fw5zzz?pEaoY%{@uP-IP z#A;+~u_cGN+RAIJ`ys*OL{a5IlL+1LnX;BcJ$(PK+Kumf<+d@frCZzIRwEpCgcS8M zb_~%@vW;5XsV_N=969(5O|u@qxALdt_^sLE>vQ@+z>%{)yRYv(6}Xdo@1Lar%8 zP*<+fj-;*?;`v#Z=EDj*jn^I@^A>!v6+1jeX$c9(A?x7m@H|Ep$$N)UXy2B=7$;i? zD1Vgjd+?B=LQXYYntWa$qtiStbB91tk0FUdQpl8P9wh>uvQ1iC*~d%1QeB%W{}J$D z=@H{hZj6fzJOvj1bAi8Wq4At-ap(poT4%}UjiZhf@aS;jz2@MHSNH!Ww6}aO=R#Dc zzUD$?IZBidej_#81D%hO4+^BmDHAG6F6mXz^=6tLLY7EEcI33TGL6r0TeeH@uF@yF zJp`ZSe((gs%<_<%zJ2!t^wv;UTdmr!-hI8TWDpGKpgm-TF2`xdYYX$G$UlR}pGz8% z7R6n-+_)OBT{Kc1tUl#*JiSfPJ>p*?r{mQZ{-p2)_Bedag%uK}td(^oBE6lj>LJZ$ zZP8|q`Ap5qT_66q@aw5g6{}poq?t7E1XIDh(#fFUB%Z*;!#?(F9sPj2xN#CC5BO6j z^Qv+K6>DMkpiWikj)s#M>(OnwU8R*>XIXJH!bPzui8We=|I7F-VzPU3MCw%|;!cKF?&QGC$ixm52d+iZZ7ef+~fR zguCn_Xp-=~>?$ zrlYVdLRkgwH}{l4Ea<*CW)a48gp<4qL{2NFWIThy4eExSWSp3w**Si+^7ZTFkE?wNhs5Z@tn^R zu$!#<-5cLH+#Ucg-qrE(w;5g5Io-7zc4sc}nYYgUD~`U?i*oAxj3_(nHlP!Mg3gut zOB^1ltzAas(yOVJ8_NS9fu8~K`A95?Yz8oWPzs*^RK@gljA~qTKO`mCC?7;MQX6}l zs=VilpX%*Z<1j7lTUl+_28XRoPF@}~ZpafR&)TwKcb>f^AO6%n`gEAo%GZ{J9jz$= z@lc}Zyy|1s#g>D`3fg+lV|wv{f4@&-D!C5CwvWgr86bAygk22ljdn8yDyabaPqWykhOi^f( zjA9Am);X6h>=bYyhq5+d=DqwobM*Gsd20efB-G%eI8V0dwoHEp%-337BQD5BLWoX^ z(Tu++H`H0(po?#aOCI5mx{%v)01{%d3# zYmp)4`sB9`^vI=9Vbq)t_1^kldto@{?!J(2)GJou?ia%SwZ+f$xFn)k5C2-Y?W3$) zJ3Y|P3}N*9{xyz3AQwV|aUfXRVC*Cm8Bv|rFmV@`B4fr3EITz9oJsv0Fbd55SDwSy z;{{G873srQbq1|u03Tb=R3_Ik}RERI3i^LOGC(v^k?p)602QQ`r6LuB%_>_ zb6lIEY-vfTyzPa>@jj8rpJTu%{d)i3l3X@i7`~>E9f7SJVBg_9{y-ke^mfI(;0Otu zM`8&>vVLXRj+|9=oW(^?4P0ZLPNF@l+>**Fytv}eS->Yb=baz#Ufh>a-kUvISa;r! z`>ZF6ReH?!hL!Co6)2Y8fvD)8k^CNpQ~?BLYTOQ-lXRt?Yy)u|FuajkDg&vWm@?AG z2a*HG4WeENAPvNlX`PV3HzJo0#bJ)ay)@esCWXd@cxDw>8X|XaGWu%H>t=8}GSX?- zK+ZgOlt(e^BPHR6KA{7}HwisRadcfKaRj(=Tv^j6(WdBjO=qg;0}J!qyyK?QHMBgn zWk@d6OvDk#91u}H2(p3_@6MFe^FE5nkml*m!7(LEkOpQ@n=T zZxa-R3b;3mH(DuZ2J@+)a@Qo-I((+2^c&+F_A?WY%NJ?__r(-j|$>*$B=$uuv%7WUo;1}`(5Q*v>4yb0uY zaW}e0fr)tAB1~|gCB(_KcdgX*6&qzGiyHf!J6jpiYtDb!MK}2NclT{{(SFN!sn;5V z+LT=$*GjI-+HmqO!ijG(hiTCC4wB6tGYAFosg*fll#*;M`^uhmRlJ5Ix#cwDk+38I z&%*K)8z4;;ox4!w$NlphU4?}cOPueyb?&jY46 zRT(zQjA=}42BDYb?(lEOcdTj#d(}%BwGFWeq5BTGnv}!bor0)tmaI<$Fi378?vk5` zPJhQFJ-I5`%CezsiOqms>Q?G8QH@Ih&wu6QLvLlh)J|RhX>&umd@8HD07qM@QqLi7 zw(u9RG)j?TLO@hUV~2@+_y@5nGL(V})iHTQZrLCrx4J@DesUiM3TH-fs~2lU^33$6 za%i_XZvH0;Q%5Igh7FfZJFBK)U6l9ifU5}6t|7swrqNK#g3`C4H)FHsr~=~^xQH-i z(4p1Uz^&;|;z((q5UaJdgM69TX=FW`4h@JX#N31xEV3Gjqy7j<_VPb{x3Z)*5ASeO zaoD2$0Ub^#gN}z-g05?_gf^yZx#UwR*Cxuh)V*P?BCL*dSE4kO7S8CGuIf%dX8!C| zM@Ie>=s-;B<`4Lh=(Ptnc%{|?|6E}py3^P63pF!JSM_}ME~xDKIh>uD=t#-vKWZKJ zd^nmtWQ};NW`6b;a?xMq2pR?KD8j)Btx0JW{)mynQX$vo>e2aIFJt9P=M50SqGzb_ zbswR|$%%HEPUuggLLDZ`Pl&6hx9(SloC=+VgY7J%kXJgwVjw)IF&^Opc@(%zr{9w% zNJktScSiYYbx^|q2D9FZtquVvoBiFJwMb)=@9}PGFKGUA?X<%sho5bT^=u4A2@sUW zdj|@&`b0E6Zw+2KvDZMSr+h&sgPk7!%uz#p!Fy^1`A(Y&M zey#YQj$Qie3$<*O56*-yfc5(e7`T9F$+9L}8d%>np7GYh`|r}Yc?ABN@+?s(c}$K5}JLQZUzUs$pUyT=p`|JF==_#TqDoIZ{W zKR~2XhS{+*WhVK|VGTS;u@mX{nRP`2 z=|7n@ZKJB=^S4K^R{ZrrXd&{Vs-vSuuBqorE`%ES_=36=_Hv~) z-wwJncs`B-0?hDJ3=arCOHrrIO~76y!na+!R6B$%au1x%hc@PFfo@6W^q^bv!mTxXeSDt+{O`OYuQK?o&mv?)h6>XP(;fN7&}#@Gyn>w ztxotFUlnA{ex;#jDf4qF<}<|&1WQugEv9SZ4pYqu0=n7!X&iB@7?H-o;Ey*Xh!m=s z1}G*+tkkJ(Ju6Bg-oCOQQ965g;iG8yMa$e1q5+pXYEE+G;O@$BxwDSe0!h&mL!rJ; zo7D6ZAsf)WZix|UIrSd> zWcWG!psHoA(vEC6gA{3@p3yO8C6eur{f4%Kc0?v!2#8@3%-|WgwY84ui06yxztsOw z4|YA!renm4zU}qczap`(mT~Wb!ZX%N{xA&yK5k$sFN~m@NLwI?t7r3^0CoLsvXv)} z*2|eITDG|BkvK^C!dV`!Q&=xd2{J2YpmNJYzPT{$tVT2{m(J>JztIoqS)CUYOdLT) z-Za-CU5t>}ysBEgoN-|Z&KgO9x0hhP$_@1yJt@f?1Y8j5h9E(daho%aDla)30YEG9 zs0&yId(0ph6~pF7HK%}C6IF$r1yl+~$j( z$+*yF=5RS4fru+>2G1hNqoe153pzrGgAi!;WEfQyM~`Npt>Wo#oqIBs9g|Z!B+x!< zFOe!y4}M^HgmhYU{#(VK<4CqkDqCEK+5w15P2v1!rumpT4uOR7u(~i=&1$@wQOwWR zE}U*6EY^FBWr77xBk{zS(*jL(Qi@|O%=O!NpT7SYa|M-)bzBijlx?b=He{2GUIhw& zP!*C|%BAuk-6W&s;HplW;>HR>uOgAc*tX-&u$)T6g1Xun z4}!3a;EXM5p0k8|CsM|K28!uQn*y`9e=pQY-)(cUQf2!)O{wUpK9|it2V+^Yjt%=O z;2uh#%h&=qs9=NZ8kc_r+AHI+h3j{TxRVrcyJah2Hd%yaMGOQAFyt?Dasm=Z zZ-`gvMRgOtg^V0Zn90@HxvC^fYb7^bgE`I$r+Qs!10@mWG!!=u0aF(7LBPPj=X+o=Ye)*~{nz2rpLMX)OuFt)yvyx{psaMr%` z9{iO(`IvBxYC{=+#&r!<-$P%NYzM3+-Pr>L5E%vAhH$Ym6xIFM zb@AidY#d;z*lc6QBobeMYfa5O!997XJE80gf#Ka%EvUkL--H1nNgTA`z*5W79xY0| z^p9BIf7AD{ZBIA1URfNFzy2#ACUqyWA_|ZhUDS}YT^Y219~w^~Y2ZS*+;`^Sj3o~3 zrLc={PrwNZrT-_fkGONbg^*-W7M6fC#YDGdx2@#@cHU&KT&JzNei5&ZP>#RX*NuqG=R z7c%KS>zEYq;`IF|Ga%XEsXnIg`88%g?$_4-Z$)L#{3No5_kZ>Z;=Ij76=ZJ)@x>Mb z1U`R8!kW45@qWD@LWqGKmODToLz1c?DSz@GYMk;NQ-J-t^`wIHr-sKBs4%~UlL zA*5og!|(@_E0FUn8wlOOpV*@6{Eax*XUV^h`dp07&$H_uab0e^*>|nRBLBtns-+@gxQ7T5i4@@v|6|| zc-aoUB<)+CfBK%Pux;{!<;qg>69IztsL5de%x$QW+1dp?GaR-&+b#U^1jlHdd$oTp z&Dr#6M&QQ=rw6mEN`ljQ1qF2$lc~mdxuYzsv*pjR2n8CUU}@-nUE`X8y}eX22G**` zis+$$&nMWYU?{&2ON`?4kIhP9gsRR`>>ktKo>H{LuevxXL89D+$pIpvETq^6NG^s( zFQcI0hg2O5fv1dM29}-eo&rN)B{G~rhUgJ_3x#UqFho#4-NWv#fu84-6ZC0K_NAo7C0;w4(&S9Xl z*nuar7`Y~aQdZyB524s=g4`tz0R2B*L|-PS-3i143neE}nj_di+~0ZaK->wO7>ctW z7WN+u`HU+kBap0j;h?05d2ZRAePao-p1JIaVdLz}`-9V@amN-&R;2}p%=T~!1jI5= zZQ>Y8$Qb(51o5Q%w>CDZw*s3t8mTu;xgC1i=nEsMkso>~IaoB7F-zC^A2|mqx<{a( zL601@Vvf`&GE5Y0oUF4qM9Sl@rolG4|Ls7*036AM*y!K@Htzp$16rVlO#CJQrT4!b zB1Tpewi40v#G-Jjbvu;;%Z-k53h3JD*3hw};!*qOofmQoiplQZ0Yu)Y;fDzi@8(=d z0|E&H^%^^M7~;4UB&lRFNhBP~!;!FUqtyxqrVT^?Za~xS89Z-uMumboq*>?GZtu?P z>Bl|(tn2>iQlgR+%aaCT+FqCOs*xq}!2!B=RXVuWmU(7OHB(2MsGB;A8_W4I-P;)L zB%-$qajOXD+pFDD!hMB*_p}d5hw{%OL+dOaw^g)>s6D1B2&8-kR=ljPu8R7lO|Xm2 zI*Xf0=V5R9(^Q=&noCQQ0gB@whmpPtt$0`70z%Cpzlg+bqP~HHb@17f%Xk**1^`Eg z2Ki8_bz!zn9*a(r>nyC0#J#$Ze~orVRt$gk)~?=*t|q+|nmz?A= zCDBpZ?7l)tCbO8HuLBSv4MIwjUp&B(5E!Z~_a=(3CK;#ON9O)Z*y_P9hEV(3T!(|X z3)>qseX&jts~*rHI@d8SGr{doreT#T9jl?#D2q@9fqb7HEV>xgJptQ-L+pv?-ttE= z+&>PXE8KSSN$(yX{_aoiid0z$6hceK(Zr&H?Uawgr?v}4*eCDS6)TKy?#J@Nao&af*V{duS`!qg9x?4nRZ#K1aU58#+lMDCUX@ zj4KW$9jbFInZ{{PQo?n z`ieymUIaYj|40MuU_5CQ3Gm#C?X|Uh!5xt2a$oUosG~VYKK>Q-KuzL^5+yh>;eL1; zq}b!a;)s3rapF@WLZ_7=&SrOg-ZZ?ZJxUh%bFIh2x%@{);1?EBrWjQsS$z4}8sxNb zqQv?b2?1F1t;tylU*Ak8*Uz3Eh*we^!e&ujb{?=r3^A;z#@j}r_NoKpOpFKj%`cRd=MtIREHlRA)CKX&nDCt)=0=|JB0i0Kg#jXIS z0e#}BXG@(S5-!M>)p=oM=-=daai+Dqln5BW3vlB=oT(EROCpU~)oS3mPMc*`M zDMcWaE9;2*A5#@%U8gdd4!YPHhx5u~hKl5A_;Fy<*KZpOAHH^ettqUxA71mWU>VC* zzPnihslVi*(n~NICrJ;YG)u3|m!gcRGUO#JCn*oRF_;_0Yy8yWC0X;GPIDg4$uuq3 zoz?SMa~Rt0d8!KZ6+7;!Lsz*Q$8Aj#`hGx1SPO$oOLd)Yawd%bcu?|aKOYwFjnb1K zj>O;X04F_DfQfY-vNndcrQJZv31Qszq*&3FF5v=QkCvGhSJ{54^Vo=Pu1ll8u5%0g zXb2Dkt$xsDjhuz-QN4B>`>L)&H;Pr8~t|fG`)h?sq;Vb+vE1=nRWOVi|gf<#Z z)H8ua2cFuzMU_wig?8us#Jz5{c#~d-Hr`R#rZe*WcpedkSyKjvjG^P@K>?ghE02Gz z*aSif=6pU3Aj85&D|amA?T35YD|MtpBC=+@#=SOF&mcbM;LoEpXS1p@vVm27;Rk18 z61nlAU^}@~Ce1-JCoL!DG-P?i?!T?Drg=#TRj5l2mVQW=MdhaxHb)J#Crgks$p8Lu zGXBZP11z2@~MS)L#lCfZD?_DI`84Ne0Jtd%qiSTWsxmn83*uW zo~_$i+qx&z`k5~C-vv&9=wg2KI^1dFpsY?14 zpLF+c_hCX6|9eIY1y$2?!k_s<%8LA+SO>vR@(6E>ZuC@M6Q<|LH2_Ce<$>$snq?<( zz~oLV$#21Y^6^CoMyn~9nEdaBFZj<~63zb)LYF+}50Q+MhL~&-B$E7?%?<|OPNvI| z2jgT;_Re7i<78>B%dvw6<78_lEHi=y<@%4d!vy2v`X5rRR&(1WTO0-WVlZ%6YH6%@ z^U*IwyihjYvPe-^EN^js2r7dejRc0PX#4ZBeS`!tG490bhYI%m{Cv>fw;e3LiW;k* zuL%6|a=JgDPZO6#Bjt$4$|n<%Dsn5KyZmq3+RSN8> zjnvO<^IwV`Y@7dGe6kJITLbwxi2sJhY zB@d&V0TVA{O?RQx^i8b2=Pf@2S9_$hVbINVfr;7SEx|2}3~J47Lr#(UMIrthMT6>v zRTq*hIYG7L4?;d32WNpW#e5EJ5ycG~M$>0c+hospwex$D{A$$h#t5T$?Y%!6>6M<& zrkpx(7x=RD&#s$KwUkk*!w!taNEYQ^xA7m4cnlbvSg@cHkQwfPU(52==!zyVm^^r} zppS+Qn1aY5@ui{-Mk;s{7y+A)V6(Yp2~II0)0qzKOx^IABcMd%0#8x;-PR1(7E*Zm zJSg>5_s|BQ7YLwVxF$B+$!$FE=2t(82I!?g73kRu(E5be6m%($U44}J_x6FT3G4d$ zw#^NIz|dmSy})^6yefJ0qdb{#fZa3RlRqvhX#}$fOV0H1!YvbXAWpexlm0!T^xxTl z6xoFnJ3MPSF3e&@HU*|`O6}fjleE^r+!7LLWHW+^64Dq%fo}{&7TR4-P%J~qV{$xT z0bhmKIfW3lNeJB_do)N{jDn4bf(%M6?Xg)Pex8=Ta8-F={C9V*ZtfSrg z$fC@m4!N8R+^Z~BR3&qrA53nLUKnjVB z|BHY4CGM|Xxw0HH;wA$oZxRm>rMTR@^{#m(R{A)$Y5g%g6LC=Kw>W4z-6jO`EKW1I zDDBwE4=tjXACpeeDiRen7Uy&#YF5D}gDd8NS-@;-oCJKfWszKoftpxmwpPeK5MkS`8-Zo(B@x)T$0(cPI+!iG@t`|=axC3($Q>ytsNvYT*^#3xp zyZI3Iyr5f18;*^KC-5wP`dlSG`FP&Me0I3@XSZ>%RgXK>`rA7f-7}r8H++jLick#y z;Ju%Xkh}7^zdh+;A^!^OsjF+M9>m`;wKsL=T>jf;a{{>5L&Qo?Sag#}%6AWaIVGIA z9U4Bb^>sciJ4fuRYrgXAcjNtC4?5)FCt3sFV(@ogfT^A4a9JO7y-X1Nm4Sbq8k>r5 z+ATjjM3JM!{Z;#ak@b$jfi_(bXl&cg#Pi$;#Z*1Gi#Tk%IA@u8A!x;_R`%}y@<5Bs00U!9t61g#H-50@7 zdC7h*KX3uMI*#M%VquZR=ozue@S5aKpFln=LsOyYD1VKdTpG-T*Zu$&;bzb0JmE?= zL>OA#XJYG*Ie2c37s3I#_>u(?31K~4lvtVYyQuI{P$+V>GNZbuz4O!4!p?Fm^>hyCg?+bnL&&Xqkk?n$_ z>16Y4X#wMpPDiPQ7FJlS#U_cc6JEk!m)sE%1Bymv^wKY=sQuE)Vzwg)^^1~bnEVlJ zR?Ek8C#}e81Uy%Neg^OLp@+N}sy?SnW=`rFM&3Lig4w}?klWG%>;O1{l6zAp?<@DP zh-p+@AJkvdsi#a4sKgIq_rOX2|7Bb_+&usPnm;Ei7fG6O1Sk!l#^<_8f^vPMIg5)q z00t|dVsSaKnlr+cG;koA+J?@8))3;-1LTD+@tinEsnPHB^qNbL22vc39NQ1>$-z*G z4~+9uh01AV%FaJ#m7at&<#$qns8jMlP2`#x(cYt(i4k!jXPL#i3(lbOFllMSCLRS9 zOCO7g@}`=xj?Dpwq7p~v?O-dO-6ULCD*S%1M0rIc*n7PZ@s}O(8WzRuoEJ@!tIEmamLXWlPuCvxXD=&10rgB(b6RXhvCS=FyVFcR?p;;&oLc zT9}BmO!^2l%(Sj~gHdt5WVS4o+sbR&o4Qu;X!1B4R-*_bXT$D}&W)fPBeIe-P23x%*#}m4=rS@iAd7YH=5&Yvw_bJ{fRLXW#D6mgc)|)y{7RT{RWXW^3O$tHkCO zpgzYt!{)M%MSo{&4tu?^=)Uit{j0uW&8w`KvQq}m&zsMmK6wT3yu$a!AUESGMZB74 zyF9#vJUZ?k-C=e}*UvrLTt*M^a6ei7|_)$yO)#e`2Ds7yNCSQbna zlB7chu@Q~0*>k?16I^uaX;$*CRhU8e3D?Jr`wfqHP21-VQqI?2GO63l-aw*anws?(-Efdsq{$d)L{+ z-4Sn2(rMFgdK_2sIv4WrzI{E!$11$i?dOS@M4*xe2N4~b&EBcy-m`ywg@PUe+Bag? z{7`Rk7_-lS5?XA-W97rLADT06D>H-!R;-5(ss}!!+$*ygm5ByO%p3MDXBeiTg z1*}`=73_n7g9lRcuV6QROJhn7%ItQMQ z;_B)b;PFd#&^-De*nN%jatGlPUPo9{K$Ch}$^QeRUxT)YoVQ3L#pnTc8ywB8i9=lc zD~L!T7~b^H$}*t*;B=ILicFde&3dbK5?b6Cni?+BrsiyQ`DfOIc}i3MEhK_Y|CtL? ze5wXTv%^ZLjXN*RI0^=oWG~W{y&;j5Op)3|6DuS~hyqJe}H zG7H3il4+~xz^f6PrsMC25H%Xw@5|J6SG4KQk#u78k+Ms-!aEa_A0v@H3#eS zHasv0G1;fiBsP~bWqO49sOIxB%^4Ad?{YdsbWu4PX@;U==Id63nV40@zv#?+;%WjQ zueAm%ZET|@)+?Z-{1BVAyg-7A+Oc^ds}x|XtC>}*XTNo}np6dM8?^qBM>?&DCwNIv zY$86J4e$_$3?PSq?T+h_O2(nc$s8?4>?@Nehv&NXpL%C67TfG1v;{h2H5L9m;lAMe zUdT|$EE$-S>^#+4I$Ga_?*X=&ce#K7{|>cgedh)!(v~F)#9bRK{k6gAhwFZvw^RO< zqO6Q79Kw$s#{P_xF2l^^=e{Ib=+SfRqO<2cvk@nuk{fkxT_G))+m=Q!Rw=}(m9LqwOU{JUYgwBZ+^yklA?6TEO$fj9)*x}3 zvgx^4{D zB!wqvcp=C{zE%3!Y0}O8(QsH%Pas)|1(7-l+r!~8&C|ocYd!T;7Xfk>kbc61)kXZY z^JkZ?pJPB()Ji-{abP(&mc$-~z5F-fB3fYp!h8-HuHr88+ozc|28l-~aBdkZ-xD+m zjLMxCv!U&VZD&i|O09vVh8DW_58eH!0?IEInLF}nJ={xYL&bkgxiJ~$9BmV0Bc9!~ zWV4}ONqDZ6QC=#TnvuXBD00&~u0R~96-J-y9Qu-yg8p&Nn$%@VkOM)6%*eX0~@;5H`RhHk1hQH|^MWulS zI9WJ*mR8Y?W(Q&jZ!PQ*7pS4|glM+naiwGs4h3+=mNMK!3@?ZofU?RGZL@RbQclYX z^$gGiwm@J-lDg!N{SH?sL?2@30R`vVZ~G3BP56so#!km>@PK*dP0kLwl0O8@%-fM4 zqyK~t9oFtd^qx#dYy4P(oCI@J@kwcd>;r}rd7;BJRe*420=&{N098Nax|s}4jiR`m z7UqO(<;svm75Arb(vN3E4kT8 z3`(sOdyR?9GLI1mB_t_lWhtQV6l}jM!a>XX<+d$rQ}uN6r!uL60269^Zs_d^myp#= z9K&ut94I#mvOdSht;Oz*AS@>Gfi=qbJy)hMP$~MApy@IjXkoMY420b- z6F_V0uWP|~*jwcDyRYKsyF(gZ7kWRku7-q8VyA=<{G%yBrvcas zmW7rXG~mXM19eGDyu&wW{=&n$AXu5*0cv7Y$QBAZQwNd>td(~Lz3sU|Ba=#VujM|5 zxKZcM{Q|ulYm7mw?>5SrK#>VtPQC8R$o<(!H78PZzObH*~r9kw%n0~f!Fry+9EKyex z8uO2Kzk`xBNriAn=e5xUAAl~gO9Vfghx`&yFPU;MY6dFO!2N7MiOOOr`m^Zwo_uL3 zlz2k<)6yk8b2IG?TV}L-Dsj;Fm*RuT@v!ON<^k;f_iIwRP@xhb=?J~C!a*>>*X#b7 zAj7F)tzsg8@>AHq?R7Nba)-LjPjFli0j{&hRYG{}gg|J69ufzA3b3r0qvMN!g!kK~ zf+}V?Va^+_dy>GM$<7i1TkT4*eeLV_WAIUA`!*4P#uzXUzP76=_2xxpI}U;n z8|+&Sv*~jFCVw-{sfW?#jsK*+{mu&L9J6AY zpwCQ!FIPiwL$7>QjX}R1!8CacU8B{@bgb}wiVqK@G1!&=2e6CkGILkZaLmSkYS#X$ z-uKixi=D^0N%^CK9a3FdK@D{(pn#V%Z`@(sv7PV6lcFj0u7A~hGg)*gzT}>FKw+LJ z#O2da7+U@(S?NNWjs{3ATLfQQQfML`qSod2ujTja@{oBKm`i6|-#ewrWE zgeUN=-tiavDx9vn$NS(8E6<;Z|KPxSQA(Ib}(x9e^7DG{tfpKR&uo?Ur4^j5ZLq2z_B**Nr@5d7KERD4i2) z=v7!3;RbvGDF>>{>6M$iq*KAx}c_ zZ-8pFwWk;lilm+|uGWBTdLaK>VBzub_aSf-8SW3eLjHW=mR0dCPS3x?loda4%{2N0_(eX5gLIk+eKfE!mvcj34VFa#JoC zJGeSjIR_&cx=W9N&A$d+A6QGKtx7>T*To!2O-deW zTo{vkD5dd}Q1l)yCnG`=PokLQysV!P0(46z0#`JeLJ)oIxG!BgQ@lYbNf>=B(YTpK zqQi;aTIENW^tOpX-86<&l9GLt8K_r|$s#n?gCe^*xIB$?1<;gO6H{bqB*B~bCc}ji z5}HGkVbrXVs6w&YismLG=A$8+F`ighTv};{L?k4L;@C^?@+0o}p+W$KYGR?K6HuQN zB8Z?;7nr^fqUciTMrRsU+^2ECNV-89VtOkx2gf^Fzi|K2pWj}x%+ND*BZ86Rk9HyO&ReTm?$t0>aEv`RM4^G+r0!AlTzYC4>*Q_)+E(ion0VRar zm)Jl2-&byKb%_Mt^7a%O-x}z5wtnIrMq!BF)!mae5mkrjA{8{#IMH2^=un3zr6Cq9 zK^>RW&I;BZ+f#L(L>$7g)V!a2r){|bV*NU~y#-Aa=0Gs+ncH1hq9p%KUs6j4ehfw2 zg^gPxAeJIWAmlqewDI9Ov2Cw2;>iWpDCalVEp}g((R_^=AON_mi zbk25BWsx$@KDomdUs_nqW6TkK`NmBaqs){ zhZ$vfM8+bLBp*Yjbu)>j`95u#zjhOydtsEX%RfMHWFc8DJ=c2)SoMgRat4= zJ|AuPA_TEIA%xCk{+~xw|9qM4H-^bc1%Le;5>gnUtUZt9*4>qHYhCcrAi8FdkRB8; z2bwY3B`~1T4jO`~HZP@E0QKn4a%7x%bg;sqpiM-17nvQbJ+^BZ>H{*#+~8+X?O%AL zi8t|-!Vr=7(wL|p? z2ZdBq1TA1J!DR_xN1f^}6c#bBKZ&#P<(B|`ip^e7$`STf8k{G?RCoFju@Q*R z;5k}27VT_6)~ z1UWKivou&2pXbf>W(P}W8Rt&po9Lub+n})Np;TKn<~cnqaJ5YCUa6%xh3&Pg6m444 z=$Q~f{XqKbi=9s(wBdO)?gxnXSZp9ypO3?VMQ-y1FSM6ZtFs#)5fwCm5WyQoB`F)7 z30-Rqi(Pl zM-+nDQlkLQ;|>V9Q&JR7ZK9WDPG@Cp9iKm^Z)zux@AC8S8gZvGZI|rOASx<#*vga* z%Iwb{$Df3Nls0_$X;1`#f1}n-d!U%f}yKkrrnqHXFBjy@%Mz8KIaFDUfCjQD%OIBU#mX* zl>X2@|5h$LC%RSU;Jc(?HHdTh-H$BTij2M1P(?&r_BpeJj`DCEGxP9FDsyV5a`|IJOTZW@C2<4b!o{#f4mYZnCh?^W_~_xwo>arh9hkaziQ_zkPGGk@by5v}~E zi!<}OSEpHXXC511ul&03wC#_Yl*-XXe}n8QD$9C4W3N>HO&p=A4HT*Ac~3WX;Vuma zEsAfj=FIVrWp+K#-n}nS)%pv(eVH5hPi~kb=g59d-PwAu%*N+!U{f*J?GO0QQEBgq z$roiey2o@o(O_rPMg2{mhL$HW~cv04IX&k%8AoRn%8~|V*xfbYdkvpo6j~cO=X59N%$jG&XDX~eo;?&!cII@X zSOFKk;*mgoX&1Tmx40)wI+jU!^R0U&V)G95dq!Ei=#&YW3~zgdwqC2Yc|!Cj*M5)^ z##Q||lC8~d0E}O?>EX1$KHT%5EM>2KN+@kJbHuXDpy_?El{*}v3_$~4L&6;=+JVJi zT}AUwPJDk~SDE|<{IgQr4ySX2c7_Vuc7{Kl$1T9Dqi~2nIN2jU3hAZ$8bx7*$l5M_ zwG&<#Z#nqj^pBbWF1CAzyA4C9f|NaqBHi|MwWC+|S}G&mUzucjz~qI1gR7Es=>eW0 zR9N+u=3ViIwcvD?NyE%91q@HlVc8x6r>eWwhvu^AE^BEWZJzS;!kpck`AjDwdas6*@!yn^M`W%cL9Yo@iTXkfGn}kmhpo}4 zJBOuYG@k0n4Y@s$h#SNXaw{lMoTC2201WuoDh^NaY?Pc*WDdJ7-v1!p823o^a8y{O z6GoQK(BQ$&fNCJ~1DP-Wigg4M@pJH@$egcOG0V=Qjb>Cxz=`Kljb4$`!?x zy#santbgm))L7ff%(F;uHfh;0-yc6UHv^8jFwwFEyonj3f|lH&ADATmnCfLYGL`?w zRY1iq2Gy^{L|c6MVaXnUF+3DkcrKGuU(i^|{DyY!xU%%)^oLp_*p`4#OBQ55=4`jN zkzP60^aWxkVs`DpO>@USOv-S)6jAN)%)VB(UM-7;`rn^&!;cdtnKPX-reQj!2KkFx zm;~@TP7^2Q{>wEr=hqwJ2G~nl^yB6LxlM)iF789@_@Ruzd>VpvGf{V`yxmNaXBiS$ z{9ogLfx7bW99T0~IoQ`70Yu>^eQlJ`WCF;Wd%C)9?MTw72RE&tM#bHDwbhHBu`AXo zCa0SQ(Bi7SyLl?#de7D88*ShfNZi|d9Hnv=7&M%qTlpkxZV=EZqgx7|ZX+{5#{uDi z4aN9=6Y6<4+s)Cr&x4+hq?o19P>ZT97o+fwV7*i+^l5t4pFx+H=Ld2#^8ilJo9}ok z2`?Vy3_PnMXZL)Hf=rOG5(3h5qf6k}_1CHF%oa2ibm$F76vI=)y6VP~`)`cSn{l^^VsJVH669qXJc_=5_`B^&ug5 zWhG?;0+S1~q{o(k)lVml!^SG%5}P0Mv_DVYX}UcnLhZnmYN|rV&$PO6-hEPbqOUBQ zuFb`G`j%gsQGhPeQ8X z;D6KMK|sZp6@3NH7Hml^JGwlGpN9N)VGU8_RgzqBNJg~9{`kT{Og6_!HurStE>S>< z8Vk|SIz!$MtKdphUAgv29?5Cc8EI7Udv2z`F^bj6ygkGpm%*ZUN-Cn+aVE8qNi$gz z3_EDn3V37xTf#F9kHx?>C(vQJX8O_Ag_|b+0;@>VG3=b^5{D(0RS?aqpcTlei-?|) zf9hA7snWXLp;DRR@+0E$h?YE$vzTT?MflXXb0HnpteSR9G^60(SnHO;`?ThQhx>!S zl|XG}S`V8CzN*`PX^;M2Sn;$p|B+yJYlS+a10a>^Dq(k$E5Ac7inG)nD~^dRZ?XWdLo9O$3CWl8?4PW`P9!!GU-IgIy(or)Sq6B1EH zv++I-q4A_ncABwYh4;aj{ldlhBX7#m%!<*!4SQyo@+KW49rYOX3gJILF42}4c}QVr zd4WkGlyTdm2pIz-)gT*FQ!8G_>&Nx#b?t|BTcIa4uAZXr%cd>vsO}3!ZtB)AhGR&T z617TJxn6c3dmYsc8W>gDdIHc(x~+5%0f>;IY5gr~?7Tv_>3{rzwj$2cuT(~CXSc4S zB?SQu$f@<{t(-FRWWyn%DKL}bZJJH#!hr5>jFc76@tW875XCB&&YGD6zfng_QZ@_w z&4dbA*MX5*DmY&$Sz02ipNy(B|giVX7I#v~*`4?*NF` zH#o2~fl|lu3-gQcGPw@?{yu#g+beRgQ%?0+WW*3W-_`6vYm(;oC{1hteUPgXGQjD) z>)xLIiI^PVu=jsGI;=d6w3GfCVC-yZ1+w56tvzI*YIOgb)t7@|ps_M@@cchj999w* zHdgL5XJs%jH}r0mGBVp&t&zlluC)W*7{@v$U;K%sHyl*V(hx zL>wN2`r4`S=q86YaEUB4Kvx__c0!fa)YdDF6S`K1^MN-;(Sm9wY?H~~+ z45DR($O^j78z`V>Cm$FGa=QnjZp{-=C@}lXWZK?~a0&{nK=lob-Yd5Cc7MY_G<+_s zjSdY>|J@#41~;=sVg}a+2aQ5=iJ88hegq-cT@XTut;)IV`;q`^BuH$@P3!veGVnnu zLQ+5_jDmm#S5{|;H9kHT-oUEw{Lx2A9H*3FdwKCIJG+3EX@v;jkP6BLA~Rs(y8ltr zvfA!y)2{mq%7R2!wNXeays*+@wY1i_LG*T^^MG%p2Sv~?u`k8)MAXxp!*oD0 zxrL(<{PtrQRIls%*6Gui-s;N$SEmoi%Qu3~H75x;emT8hab?a5*wOmR!`@X)`|fT3 zCLjN{fBfbmg~hhL5L#jf&cB6h$nk$SkL*D0DtkCX)rNKvdhytOuc)EFuFyuWYG-}b zDy*-;09^zFEyv5>7^sI7pf1pvw1L_3^k13z-;W>!n|NmMY7MSnpUz7lI9ll$-;&S< zToJPHi_YcaNp|}q}Wg3Ds0?^J!UR3Uq0Y`|q@>k@2s1db)v09*VwEtT?cN{`8QhAT<)3*Hz_Uaow z8KI$iD?vcD^!mz0hh)(JW$o8Er}#M0X0Wd9Xl zBCbn#>m}he}$6TPi zKV$7%Bly=tJYud^a;WOh6)5{&i1@C z2DgUwE@f$qGU8U~L1R0p75i23wfalH{0nSwJRpts9e-cSZje$mZ$y|oSN8cDeo*uN zs}1jUST~I@bbG@Bv=>bo?o1jV%XKG?4=s@X`-riidz@c0iETH$)vHx9bwB@GI<(SH z?(Z7QBls{adng%&aGj_rtqgdHZGVW?Cy!{qUk`83x>Z}__ka}0JB(4VoF|&H2EB|` ztz>KNCskYIdJM_(FtVS4Fh+WG2qxyi-jq^&zsLOAAk@RVUH7^X$2_$U^Ugy`3Y|c zXH1Q!roig;R!k=uC=|j|S9e2?vC4#(FHR~M2;nU`lnKi3t8uaFqYPW@B0m-nK7W^= z{HtT`;FS`~`J3}p<})USe?-zLxta1#HX@^DVasjcVyY?MkBnTQcQMP0Lp0RLBp_*{ z#I%zVjs1uo=Cp#jP6qf=mc5QGOK8+#DBGaV-s;?J6^TEO*bi&jL>}))mc>P!8Yo9@a4cTopx$7kgCQGQXdgoG z^<1^i8zxRXbx{+VxE6;_R_kfk`bM+=*Ien(LPMKd)~qzv_8UMn^)fYe8^yw$xo^K3 zQV}ve?|J%gM+>;5BfuRqJ2w1cQ6t0rp~ZnR@lfLs#cEEcj81AAO0vhH z_<=z>_7SeL?*w3`ei`fyJ@1RaVD!5p=9lDMs1JG@v_B_(IUVP~x$tdpka0dy9?6nP zrJ>q=^-#s#4D;S!=N`zG5$tS{4&r{s< zl6XAX<-GmKesK2yNVU7McLzU{Ecj$iiC2Y3sSQug>mBO>y1A4gUiC%HZrbtIL(#n+hja}xG=tzy#Gz{=^6Uxkf(3wHS!p?tCYbR@rq;j%jfzW z4>ORy?x3T^p!7k16~zIA1qfm%3_L~t8~1qMm{o_F9{%|!{}YS1Cbv;DDBjJ&f_c0o zc*`AsZ%<+5_Fm*8| z&POV8Ok--J^k1W8FL$XgLFK5D$z*0(?Fk@0w8nWv$AUrCy>a3QFAoOOedG8^)@$4` zjM$p-2C;5Nfj8>W<}ZCYvkbku8Q8*7rJK$D>$DtVCaL3uNO_y{ByI%0CvZ7WAhQ=t zu6sq!fU`RJ=6e*4JmCCCKuyu(z~jocSzrX&L;pG z@`sVZFGtD0i=dm}KV|LDVTmMct}m+rV+z#CI~=I1aW!#c)oe&VP7Kek^G>3i8?dB- z!mnI5R1-+L(ImQM9%%|GSY{3uzIsVnzM>ZbDDZpPzQ0RMkrwD=R(4atT0xXhj3s{J zZ=B$;nfWo>yJM!Uz;O$OTWm zyi&_^pozfsrPFi1N7znKW64auyFc)Y*G6V=t2LKPLda5ubcKJXwy=dumKF#q*N``| zDZM2#vON9Gi=$AR|EbjQ8hYT}EUIZm-@E3tp)q5?bIun%j<0;rl?T9LLn2=k7L!r; zn>{wy{5xsELYz53Qm~WhYLlvtSl832J5CcRFWMJeIaku#vNBm$QWJ`2$hY(J)R&_E z8RLCnGfbdSrP94k%!S>J?F#gi;*HMfX}kY^VCDanut5kkQn#2X5&!T{?)N*%r=*VQd$6Zc~5ki;7K!|!8l z{NDfHI_0pw`;zXRC6{yK9qDs8%sp+~nP~&lAzff;Tg0}`*4Ig%Zc$sbBTO%;?q4}0 zLW&1TCedMid!{;i+j-#XFez??P$c~PJl)|iX1lIbVK)yAA+5GLdwODS6@nUGS&xtM zt-rlIlw9OdlhW0p@SvIvho#-|Hgbfxg2VqNSZX=stmw6g+l~s0x2Jo{=l6b?m-Kv4 zw{gxQon8G{4>1^DVyE4VypP=_RL2VbUcHKM*B>UlkALW<)O5gR)-PW?RM;csFh)Lx zGikCCDtd=PN*#U*>h2ULMg^p$bdt;#f-OZ+^YNg2x(wgPg@2wY3n%c`B#r7mDu}jY zo+07HxHGhLs(U5fy}!F<%M8Lly%QUaf4V6egvY#8?UL!v5B?H=E>r6B2 zxdVAC-c~B{mn{|Mof4KlbBbbzo7S&DeKKQMbSOpV*2<*uu`m3s-X(DA=ySLG4TZoH4rIi5YK)^?m#Htd*}Q@N0z4-D-AQsOy?k%h%;IMbj}?ejF*Zz0$R~=e z9Qt~#pFB!UY$=I9XGatp-UQSVF9Kce$g5Bslajrat!%m#m7};{tXUQaKDR2qS!^NJ z_66s9WIX|b{(124xN3`JgB4t5@|D(bnSLzThGj@V!eNE!H88} z1ZQcAQ2Y>Rl?(Vs6Av=92HC&j%&QnNwQ_7?<-ux0{0Js(g&71X{(OwZJ-rJr$7Tkx z7|03*AO@Wzra8V?y}iRnRmv1O{&d}z8%s)5I)DHgb*YpDAnV8yc#N(jA8zK$o{&>$W z#e|2ke7nb6ku#d}+l@OXBgY8~Du}Vf%4ShdZ+A%FPhn=k>!pZLMe z&nXD_s@AF)ss(FnA1kqaezSr^Q?#9HYHvuiP1`&FmvvreO59bU5%0QYTV)~~e5{$i z-`cStQh>D{G6#{>vsBiLjJA8gI$+fKA--o}Kdkpry^3S!DMb`?GYJ zllq8ud7Fj!VvpmAtgO(nk|TMObrtk}Z|d0Oeq~y87$(L=_3Qah$?2Lpi6Ur1Lv0w~ zfLfctc{#Vd2ZH|5ue4KirCtlcH*3= zWqJ5Bx`q%F6x|;qJ#zc!@vt}%DOE85{yvf-%GKFy+#K04%j2yPMK90`hob_Qh)`^t zh~|0noN`VSJ!{9z@fw{&>wz_ZWA!fwt5$I8sh_fGG&Dz6K(X-9(LqCPyM5UuVjxw= z#I*2wYmwQ0A$Hwg<&f3M$0-SlN7%V%)Tm7$H zZW?Dw*F9)dLaz`#0QNr}cQyxj&|=hl|8RaCOeC zTPlh8FJEW9FP9q}bxDIVkPd%2e@I+!+epcfGE`L9+*wg91p54E*B}ENDQ6W|;w@LX zm6=rrdvBlkaL;BVw~q(8{PRN=9aW2M7X!Z&x8d9i=z(KG{CBNM9uMku3iJeYXy63sYaO=gi9#e`Ko{IcEFA_3M z1}i>wdvU;4Yo)sp>OcB&d8ePsCeqgQP^7J#`U@k9Nyq{kDn0dk50B~QSINN%3)PLT zTO3Ycy+EPz>ah)X8?)l+SVBTs5Jt+>mJeM^0Bfv&EYTG-m9obD56&!46RFR@w)!Ds zggEEW`}Wldm~6)`UtJ}!mE)BqRh4w&xZq)el&4hOij;ZV(^C=v$_K-#TtyWoZqrrB zpl}TZ(%Td+gDPe<6=J!ts+z9k@5A|Wk(pt3^0Z=h3AT4<@Q2GY`F8|W zj0vpPL@4*gZM~@%GKs=7sQa5QxX-;LO-G3apJz0FS;xmY*6bLNddBp%2j5VwZcR`Y z%sGuOPA_kM@pv(F7);-JU(~pRsoyMcq;kyEPAe5!eYnL$6oq#J&n6f=CP3gFRLpSwD|liAR_Xu%3FMqkaBS-eA7Yx|2cI&t^BmG22{m8pLrU@&`5- zPn_o-{La?F>#0{{U)~PIQ(2v$dX!-)FJ9M2^h6v0QTI!{LA)u0tDUI4ssY_x3odj0U}bS`lU=?qo-FK ztNH$T`cR~=UQg+B8(;{W;e_RcnW$1hWcVtarLfq(D{@y5dxv4fl|;N;o6iyin)8sZ z`lkZta74$M9jT+StlVbYYmgQYySkj`T$8cz9G8?!yEp*NaE&|n%_=HU?Yw`+r zha=qC9sJ%xWmbxfIATW#%9{!_J~PX*AOI=G-LYJwQZULDzgJTRyV*VJtJ!!v^kzOo zJtsA?DYlj1~R9Y?4e=hh|QG&Py-Cu{iS{ znaCcivp(iW5Kni~qv9{(@i4S1l zjma;!dg6p&#|Dya(1=dR4NZ_lRIBcML`t~~XpR5KfVlRszzCk8GzO2QtQ0I3p1dnMVX^HR{wW9;+;mVm;3c5qDu~`i&Jc_9rPg5=wN*T5wVL#3 zA^|y@b@p^>{fi|H?RK9xZ-8V%>I0}E;X!?{g7Fl&cToqbH?>68PhM1bG-s|XKuT4?Z#1^zX`Kg zdkb*)&`#CAi|DL~p8td9cir-$VfJp3fBs%EnN-${B~umun7HHugUT%2aRTN53a+t; zzxs1!;3vh1BG0{cNZ!UIj}9`E<`UaVN$nu-lU7iru)N9e5AEf!)ntW!JCy5>zt;&s zY)vd9cZ~Y*T)aKxkTuw^%?5Tl34LHkT;AQm!FEa+nj3(W1;eJDgQ-Vgow*-?6^hba z)}YHAV0!G3w{#;sN=kL}0;otCHpj~AO&`u?qfOR$$<8g&$bE*Gpj4!}mBn~K;6iDl zLlzWyWlh^wm2$E2Ez|U~Dq#xNAY$P{*rS^ioO3O6Jg(jD_H-f?qD}ah2YFk7P&xUn zCXLxyR4z?Zhi)`NQuykYOotzXi)-Gx4jY>P?ev$2gI115$|$`DhL1wP2$Cwq4kZ8gMci9%E|9ara|kSaD5)|)(BnpxuUg0gSUMH&veV7D)T^W^aIkm{9q zd?@6MWgdsY*u0e+;wBh}kz|zY1bVflm2Di@9BSW&rfltKh?m3l1zELv=74JBlhf*C zudd#32>mKBK&IaY+~%JtWL{x-^iP%uTlG?^%vL`xH@vN_g9SYBbc=b}KVx*ca38e4 zl-K|6`dmrpguPdS?0_oc`;~U<1D#*cu3p(sBWST`zG1o}eK!lI8%YmlWWoi|ca-Na zie1pZotU62Mk;Dxn?_gYT32#_K zBw)}!?h$OzvdrYeVJ9ez5|Q{l_Jv;1^UvRKXhVbfIE>>zGME^R0C)C8*$jefG{?k` z?AIoS=NiJUO|JN0Boy1-*J^Y|x64dzOqz&=`C~5!(_k~+R=N@UhbC3Rq0jLGyjX+c z7fs&zrk-rzHU+g)zGPEljFvlhel#*A3g9pObNM4H$Z}UUFF0klV`rn|h0r>tiCyiN zZ)vLK8nm=t1Ilpp^6$-Vb9Fa?K}u$w9^5lK@(cN&+4%w87cWQlL$1X*2@Qpno4Lj- zrIA71%*wTn)9H1M4xU=~zq5-DE5`^8O7*p?x@%bwZ@)1}4YNZ{_@n(~-v;vMgw z=ZE{yy(s*rj@qaEqW$FUmJI3(7#q7pQfEZ->o%sA?j0Oqyj#X=C9iK8y09@A8XNBT zUV9IqV2;Zvpl60r)~2bE=g@%n?4aSO%yWJ2I(I-=&eat(92frhAZNXvNnVr&L($TWVG}|fLhn`MxDM83D-6I&D(SocRE7dbq38PtRjl|>Cwt(*Qv`c-Er>ajjmtM1x&=4av9# z5IKTcqwW7mlD`HLTys>ZDe#gs^4aR(^(`M4kgEK$M>=pgOB9qe|0t%wWjKkeSaqi- zKIrHd{S?d!QE85c`B;i(Zd#T%S>jvhUyuq)Ds>R`NlBf($qV^E0BAs$zu#JuL_IYB z#PRf?rcKk2WGmID!Uz~pY*1nx<1GXcM?`$J6!(7<82xaN-6>^P*rb zKaZ{jP%c?+MS_a>YPVS*30(x`AEC-S4s|R5kG0mr_#ACt?+-PaYyy#!$=~cj2S-%Z zNcDld(YH%n>{weG->l!F&z;uI?Jyd7`Ew{?4{3-k#5m+aJRP}Y48wG7zG!wW+EYuq zUtWI^SEg0LT7G4Nu@=Vm;`EPWRlG~T1IW~<6p>9O8vP%xi}BqXy0)>YmOoa7wjPK4 z(E(3gB>0hz2g)s(CptqxnRm8D`%rde&8$Eh*Cz;mpZQ~2B{?2Kp!N>Wa3~j-rRDAi zv-|1`^eDZ%s7e`QQ64lG9xS(()-hx4`+|QXA-b!2m|zOyv(d4FYeN(xO+PieH!BFN zHm!@vSe5`YL$bnobyyUrL@+4O>m<6v*dUuj)<%gibv*8pomJ>QeXrLy-^?i_8xPw^ZpG%~SN1z(T0yc^3cxS;uS&#JTL#*Ia~S^CPwhqn zliPT{{kBWq>sk0o%y)o)l zkQuLpFZ4mXks$(lH?2+xzc) zHJyX(qE*U)?@*R$Fu601=aSQeMJN*1P@&O%xs3^4Acq4j#q)lQ|K0l$*A|vsvc;} zulp-y`HTPZWL&5yWhD9xaCv`hxHp71aZQbkMog@OEH&uTl`?f!$Cw((ERQyY0_`I+ z3rc#unf5@9tO*5V8(V*-1`4hYt|E2KeFSQ76qM1mHKd;!dI3y!vRmZF!WpV5S|-BD zv;x)5@kJ?A+TM4JdER6%mlM5SNe66+Iht~gw7QO9qiY1)XQy}`#OaM1w;%%rlWsREK#bLZQ$0?V@hxZ zK?FJ|`W4&LmX~1k!MhJ7Pw~FB+`-!|3wl3^2V+qE7=%BstFucp2&0Eq0dFw4O15$44-04%H z^^mnLEtY_?eDo06mz7}-m*Omzk}iR;3eH&ZhhlUsQ!2dWlt3(~)%+LY=T)Bhv6@ko z_Q%iCSVIZ^M$FHudVRxwq^=FJ6caXLZ0{&c54l zg~9F-`kR>Iz^gVVn#|bh(VjlOeZ)kouhGQrahn@TJ(1XM6$m}UlE9frSTf-d7(mkx zPBPZbwAeKlG@QmpuRy`;a+%Koh@!!;e>f? zSd%F$Mm~S*bw;;wpkR8I!Dhc{^e}_@_SAI2fopMiDTx(Hxrc0XX6YK89p=kopo2WA zsYRdE>xOoW@PS8R>8UZZi~Wtii!cj5|4-tXC3mlTk8 zRHXa5CQw0M%IEIWf*->0orJI6IZ!jKef=39x%!2gcqbQL=cQW{5?PreV%fOdc#C}F zK{9d8wJB-!CE-J2QL_rX!eMqsl2#~)!j`^qtX;ffII|T#q;&4Ge)dD!j$%p^$p-T| zv<-jMYCRfx(sAoY)D2j=QAEvK7P>Ya|r|-)yJw$(+}X3iZ`TelhMXx0h-vmVXA8*QI~Y z-f=cTJ%TE1j*YJtpG33h2sB?;08JIHqGO!Ph$1H)3S@Yh@evPcC1)Q_atrg!0DfaL zb<|YgoFgTcUKW8>Ed3X)=3FI~ilSG^G|NC7Xg(p3n0P;J&JE#1dRC$SYwkgo8~Ze5 zX=DnXvBSB=&pdpcT<_avp~;-yG&_Hmr&BJ2t0xc?|0lPT=Ucw9*p|Z5&CPC)3^|2H zcL(MVqWJ{xWDKXb5H51Vvm_uXYhduq81##a;x0^(;Bv^#+e-sb z%uAstFDD+9+&9Vq@gF2uY+J^J=|8l6bk)c0y1viCrgu;W=~>rSf=Wvr1GIm4Hz+nq z!sEYNp-1v>lBoFX>_TVd$!7>FWeH{${l}KyR12uU`z8a;_ngWnsQ|^g zB+1+1R=N$*Ps!~*&a%FHYw4%Kv!F4!Ykl~dcv0FDn23(_@f@T4=nTfj_E+NRQm)o- z9YQzlR)QL1J5-&X-h$l(bKPCIPK98^*96yLYd;zdm}ikHmeW5{J2ZiB?(el#$hW9=Cz zI}(o)C`~(-jN^?EYFm^-w+@I29Poo8J_SA^m`+b1lo%H2%Q}DbG-qi{lbFOw{#a}& zB83e~CCtZ%S=$Arg$e0r7}%>g4=Aa)3XBka5Sb={cR`ZDig|dYP-=@p`!)9zq4(t= z_U_dDDWt?wUc2=GF!>lT^?1a?uhSgs=}5x#`K>rdd*lVSKCZAz&F0h>&*@1!90N5`1oKR5{JPT4u=lnBO*S8SLfF~kQlgPkq|07iwZl7! zvzNIdUH7xB%#+xgf7Zd0&%)%OvpbHTkzKXEN_q22H%t?tgA{&jZjCKexI@Y9ayW)K~|t9^Q=iji(gJ3ebPQ+-i;cK?>jexavXk9_?gb*f06N^OJr)FymsilsKI(F{`zs7qfR*=Zq zJb(X-ufp`*Pvjz8m?~Vh_p6o)Z^9996&Ix`T5$A4%9t|{zb47{koej&JQNVV*4rw{ z_KdNFu-tzoJMl@#29sLgjuq}+8{p~*W&RqYWIq@pOT91d$lN9 zIu&Q#KJdkQ0{Uis^;v{lw)b;BkS>LIJANK!J+Ht2y?ni@8_4bm(-ks<8@Kn7so<8H zqFz%~s_>-B6BB|Po%%upD^)>U&P=1HyRe;E;jn*K{z2o)s`MarA}^2g+?$Q+SyirZ z#ZUENzs`x?b$zpH9}2cL0sYYmb}@ZFt6w^D<|nMe z4sVA<@s#uMJ$V%OO*H!5DH^k zQqg~u0T%(GtTh8v906VBHiO)=eSLJo29%vx9A)?zS0<=8e4do0M~$y+r1r&-IU_S| zH?|?ML!?vZy>%M{-mZ_N0{Z<{zC2{28_ny`o%>Qo@Esp=5Ezt-yfOXcm0za5h$Wtd z+62#IP<%AaSIw&{D!Qi{+l8ie4UvdXkXL`J1aA)F`56q($2)dv})G4ACbO5Kqk z-jE48ktD|2YWKUQ&?4K`Lk%ygdIT2_*BN2kv?;h>0%ds#@P5MLUw+Rd+dxWf(x-m` z9X_qC7(3i=o2VD9JR~AEIKPvPN#P4g42A*=T>_{1*wqj);A$D5UQv)M5gxMBgr{sO{9I(I;hx zRDmP2!tc3_WZsJKAtitQgg0h;nOfUN^XY}B<#Y5V?^mEi7%`82YNaCCp!VNi2WP7s!L} zHj$R(xAQ)cy~4`KEOT$qm-!t&nJgiCaJ(Kw_>z}bJ`Jl+(=#OKlOI&y`^iU^6%T9i zlGbz>4M7v`ztOgs3j3;vr+pINYjotsG=v-AnHdgJdBV)!i0+ZJT9*->6Q;A3k2Rah z``+e%t{H+?lT#@>1@yI;Rj+@+86yw4>+`KV5!MKM7A8yZ8A!~Mr-YBq?21C;{tzXF z^9_q&)$;YrG8^_N<{mQ%Jd{6wXO_97#ztm7C#g>={~O;nUG|!$hXFqF_4XOd`xlS9 z$MJIM+lAR6YNDjXsx;^Phl(8B6S#x^cb8n{EuNP1-&2+%G`wi)dV7ENM2?rvNiutE zZ@=BRdple6(=b^{>Lq=a4kVI*`e@(vl`u$hK8?ez>hpJCZM2usRYHl4%5=)O&>>4_ zO^0x-ltKH&EaOa;85+TYQLxDWyhTj{ z1F`F8Y=AlS&u^f{(Hnm>_Ar^Ylc;yLCou1o_}Yo|D!*6=toA>)iv(>1yubd|WJ1vv zhc8?FO6Ep=bBQqgV;6I9EZ|L|m9(h6P~n{5^{It)><~}rOxyXI*fh}?+Dk^=J$q2? zulFxI{07aX%0eMwxOHw7J4bg@$IctA(pulikKNStwWNHz=&^s5+>b`{rC@4?KJp;f zp9aev{CMk&4UHv(7o97JmJheHE9AW%PX`L26ujRqC9Z&bi04_hvjWhYSBA&Z%EeU8 z8)!7CFELqiKU(waHt;*EP`?Y9^O>9Rhx8M+)Eq-#)^5_7mTMP{wV%v%t;Q}Rz2Vwo zc{gYYpvA+GE|PyH+tO;2Hs&kz>ncUo)j(Ehe(wRNYNA?HVu_F`c#%duJHx!w3B0L( zhoV9P)#RGuwjkuCHF~K8he0aDxP`GVlk-Au8e?M=-<9{8)1vQxJmAS^&ys^7trd0h z5T)mmcaComE!+zGktnPf4NX>0|AUl>UBzItwg1|nVMBi#C!KvdM7NPs)a9p;Lx^M; zuP@%O%u0bosr>FGhC74VTT^2)*zyR|t;gb9jg%21=_L-XoG@y#mv7?b`i3e$7jM3p zCY@ttWPG;*DumD|KnIZs4VdQinYZvm(v6jH=wHJ*Z3iqkoX>SO(+UWua@e3~_NwIp z@_|%rBW8b`1^4{cOWnfAuOCFodDN)r`w5KcKHJn($1vOJIh{wDk{y0WAe#%x+g%wt zvRNz4t?^mJMMMV)L)r&9P4~uyBIr}3L3G*pL9d_@MZiQ&?;dsia2h7T%-*7`sCMHs zw(^m-!K{hA#T%^$72tQNB!=e$clM}SwfPWe8AN|rYuEe0w0()j&sz5MHY9sCsgHW<{uE0{!0e6UR*W zW>kL(T{?6?&RmyuQNCwRM5m9_hP4iYu|IJWUT#Fsm((AMGE|S~JrP2fcV#AF?Yk)y zG;hV~I59tygXE4Dj@cGjf3-&^`40hj+KkS5`_mGMUJV`O zzD5>OSn1(kqZM8{Ceoxe*p_Jvoe?xJ3G~Vr&syCR?SP|g`!AUkuX}xc6>n&n(o}!Y zUW>XP5HBdwSO)bD!g;yPlGuX#(|l%k;Mz^`Q6 zz#>0U3g4>sJ<;B@o!oEM#kgmC(=g~+j9#|Fn)(J$$sXk z-UUH7+Ce+7h_>I9?>r`p=pwl0uW)~)I~g{ZARHT)UhMEI0q>m*#)3yy(a;99{oZ7_ zpe36hd>(B``Ar16?r{USpF={m;$OI{C7i}5TO6+5Ku++(`N_R_ zeG0{A?l$&spsml>gTiHUTMBm#7QV@&2u}2O4kP35up&}5ib7q>T#3%=7xXcT5@ZalV^uA|S|&{VN7+XR`|(v< za>r?gqJrW4ts95i#VvnUeVclHdIKk*#&pDM3g+6!J)s4Y5e%;ztg+mtS+VR7ubY(^ z8OGn$o%O5Pu$+}pb@{d|L?z)`U=~xd#HtS^AVx$a*4Rv7QEuX);*p77Zm`|x%4X6( zlphNDJ|8n<*#3l1r0#C0>dv&F?P}kz&+*Vgn9RV99@51|Dt&q!Iw>Y*&L&o z=QBX$w7YWkYSYhU;8zk4R7bBjBQDL93!io|q0jL}i#pZJaGL?;2ReSfzR-;~xS`d!zx5nTH@b;rh#bmrHo+rd zy*`EQOV&dT%9w(#=pb_RkUVuh>>KBL?_z$Ea7(4Ri~WDDj{vFQOok8rjFNnRdCIX8 zrbLmjx4HOCuW2pT7-2JJVKy#u&wkncy%j3#3UeDN;d0^Ii6WBOX~KyiK?@r@GGDl^ zjQ||uDjxq~pxyeB6)gimEb8T!r* z1b&2xKfHg;dA8aS#l{-Sn%Xtzg!Jd+Ddl!5F0vAXHMM+(+u|46&+Jn2w;Vd3axuNX zQPQ?gF9Aor$?6hG`0kw=?B5hTDtigBFTQ&;^K^3n&}Ii?vkS$>D+ahZNjkAJo^^tIwK&ju?9#=)Zz zEpjZj>{+|`IhBXR4n@>GrtsNeBDX`FDC@B$W*hB*rlK}h+gz?lgXWKycz)=XYh75sOhJ}`8CUptU6Uh`PLp$JKYE}ovuI}YMVGc znxFVISDfH`(8h-sL-;-`r0%#%#~m6PF+L?)l{LWwt2Gtvn*?fk!`U4qIV5hDWGN*J z%;!Ox(xS>RMrm30mP$2a-EVnbitE&BSB|&IKbHRwjId`=myt3869F@qap(aRmkGrI z4YxIj0YV-EGdH(+rU7~$Co?%9Fd%PYY9Ks33NK7$ZfA68F(5HDG%*S<9+g19ahF7!=|4UnN*2Y!C=1F>Y=T4-YPogDV%@#afDu z1KI8NC6MwA!Cx8R+*VzDgxp@Cm?yu}$g;iK_ zxN^C|?0-?@{#6Ef%8HHd0O|~YdV+1Zf0ftsa)SPL{x%~S z`1v@&od8xy5>P*w6%_e{=i>@;hXN2TZcsm;e>?sg;qmeUATTfjU^-uWk`{mYA)l}2eWdFnXKR!7*xF^5| z*^`q`kO#oaC%_93MlSsRyUKs~|IPikRSN|BYi~UN6jX7vf&+MY{%}AZ-rqdj|B?mk zUn9c?`0o~)aHN)@0M>t`Z^|Rc14e%F{yz`E@09;P-T$ice}9wy|85BAW^e!7&HCH_ z|8avHVD?^r1t6vDhCq&m1{^sYj{h5K2>mn48c+z#&EbE&DhLpAJY*fMkrLm9(&-G=iLzeRV4gZTB*v-WSN&mMfk$=?x#=jpPDAW@Q##@|+gT+H_ z>q6TvU&~T^aBfXVU>>Jm8u4*Xyn2p<=vSOEUr*A_$zD>c0510N0-xJhrmtzQIf2oRc27YfW#NF#q!$bvD`Og67dYVKYjBVX7RRSgA`tiWY4&(K}peh;_d% zGodd_U4QRFvd3f6GN7<(Si5HDyVqse>JMo|4GuSS5G|HNdRu~L6fAig4)GzIF{Y7e znwgK(Bs#C~l00gO)&@t0mLK%dc1H)Px(9E4WeP_;P!u1cQ4qkcHCQgZf16k8evnD* zW2r(>fI)`>Z%DrIWy>*z=`AC+k!^OQO@A`p0R>@4VdhS;4LmUIieIoNL?kV5 z_ECg&ln+E=1*j9)+43P`WQP1=5p!+ivpxR1sW#SZMqit%vXcP+QCZz++w>Z+F(;Q{ zK6IX>ppW>82bc%{qD6@}O~Ny`|J6x)XPB724U6f|ybAgjQXLpA?GoIQAYsmg^$>94 zd4H9N-GLsIF~^^VFlZmH28`v?C}C zci)@)pzSWJNUz(%J4m@8@AEiy^=sAA=uoKXQuJePJXz)8YB?($v!}cj zAVFljxkPnw>q-$pH9jC+G4-b$NFsHWqUn;gC2}mr)vVWt2BFTj0(kXp>%)(vnNJ!l z5bEVa$s(~>E)RUBu;*;=SP9d-U$Bv}x4uM=$5EMRAYjbIG}M;i8&08CLY1LfLS5oN zv9v$&=uv%tF!=UIP7e2DP)Ch7`hV(!_So1i+x*nln=sBKcedD<0OYA=9dv0{@Me8{ zNj%^)c+td9>A3Y~o(n@ZVlZyEufNr?D_;5wu;cm%XC%GYF2vNYJZ563R^ZJS(KKZR zMjHCLXz92FY~0won(iEd^T6*K6O>ltr!^Diu684BL=w|b#nKHT0&P&|GR540~Dk| zT*Q}YKK+f?WN*1;_wa0fzVOuYP%rS_jS26*>tjlvc)EYPjwbUwm~(-o_7KCF&!Fz| zjBE;Q>k&Hsr7##(%h*U-@HhtJ(SGEQcHIH)A6=eFJ033DS?3s~p?|P7>cO9=d%0}T z{qrjqZT3`q5z@>Z6tg;ZA#09FZspPZOa>yW4#0*=<8A&#LXznf?>ACrZYx=D(&EJ^18wW8Qw4N<-EM*?W9 zAGHM9aO~T~focC(V1LeOapOp}!3b%xQwWfQMnjEx5*uwy-lHtT#uCGg;-aOCV~>0t zzB%-~HtItwRhV$yZES<>rU}?)H*=}% z1qu2x$pjAegbFIGt+alUw>N*k(ausxQWxt!R>iwytJmY0Dt~o0IJ_;k>Q~-{>Teyz zEmtUwq*gE{MT#`WFGpWc|2*Q-ODx&q&~nA#*rQ^&KY*J^(-B%T4UtP+M|=fi=c9O8qBAKUg5c zZD%9a)PI@h^Wmv_f~1qOlS`Yoi<1RJ-=+N#7gv zbep9PuQ85lHHRni4Rstcon07U{T5J?3Dtm+|F@SUCa!Pgsgp`>Uz0F_9}Cu zEYv5M^l2-Ne+qiLA^oNNkK}GyM!AX^;tGBC<`Dro)4>8-3^e_gm%W^GrYO(1=6}EG zY)Op`5}3?q8jdFJV4dWt-tyj#C(=5R8w73Bdx77q4Cdm^;r`bGo3eL*Ta&KZ%|QvZwei zfwvJaujq5x`tGrGbQ->CSUZB&m47%t{IQS@A-?kL?a};RE2K6{X+?Rggv+RL2=z}X zZ+ljSzb7}-O=dUsY@`bJrCpx1oyUHP%Y1ZSANCyS%}|YP$s-~1H8nyYjFegW&9Y?0 z#TY$h{Pj8}Gy+%0;DxOC*-O(W1A6vS8h%aCp@q!LpAAiS=(5E=J z(P{Bq5ya9W-px}^-gNJKa;UI#)KL_4`a#o@ovMcQbrD(W8TV4J@XVq-lmd)hQ4jX( zWGV~WtOk0fzDR_a_as8tStbKP+wXkjHLeK1ZF#OAy<__@>BIQy^1XIeZ-QT<^ZTo+ zuFeDZbnj+{<;YCN#N3JTPJeQyM^|_Gy|TO0BqdpfW9(Q6ptY!-Yu+NaW=X1poJCa} zo8G=JG+Z=k5sa4f;<05{TrrhlVWv-Fu|73(;f20az;?NO7J=mtCGTK~ZEhSk3LwOY z{e2PcHdzw61@t7IV|TnVBG|J@-i4B$6taV>wJ+l?7&)nEiQj)^fq&hwY(gB8;q zG7=eMzR&+Yog2lHp^9d770t#oWl(OR{RyiAq2<&Ub-Vmh#@=ScZJ`%Xgvvt}po-~> zLie#eH#U@`$vj7056pL+b!>*J$4|_WBK9=HKx9Sp4KGc=^-#K zRaTaki7Q6wQ*)wM44^LIPgO-y*Pi6MXn(qOpi(ZvD0pI;UF3aX z9$|R+K}E`Noxm_Tc1=|lE z-3=OfF$2V$$tK+a`KANCZYRv|=4dDiol6l?QE7QWRoQCLABDZu%^*;|z~x~6(d%PS zZ#~(q*h+7c-hb-^SUx{l2uV^3znFfcZaUNIJ+AN@GL1#i#$$7JMq2C_p9Fu-)LRtW zuD)&P@Rswles0JgKz=Zx6X4m{CtnS2t=CKyr~GOPTW zR0kjC=n>@65b{Pt2Di>`AK>Xc-=IwkX)#nd%lx1vRA z=H@C26Y6EVVatvNvqSt2j*29W!b&~cCMU_+gxw& zZWjuC8-MsHY1U;oPz`V5FzW|ls+E2gN0AiwL(>=vf2<+AAujjc+!hR(tFiMGO=^8f z^c~MYrX0_6*c}R4fX&>2B1Kd~FMwvbBDDcm_+B6VRC{`7t`}N78It*zVw+>5$=>4J z9j8vdiwYC!miHZY{t+oVZ=O8~p1`WcZ~wYDqkjRGn{+Yw`JHYucL=MHG09W<qM z;8>|@juMEMEaByBx9=VvJ;D$_x&ToH`b?*n?Xz+c*p89@$llyqP5n(Q~pFQ(20Sd_s8r&5QXb7sOtVeRe;* zHGCkNc}nGVkaC%?kuioMA#(nc8GOd{@!m~z@g{}wRA-tP+Syf;_Y|F7j-!)Mj{%i# zGSODQ_#_y`*S%OOAf8MjCqg0OKW(sy*;3t_PY5_6K^aVi!=Q8C2fnGYJbxO zNu^Jx;Juw_QOB$L)dq3$c1Rw|(&HOr*jb@AuR5`V7+Lp`!HyL$m zZugtw4c#AVg0+}lkXxb(KaLzLCp<+XtK;9Sa2S8D4eF{cHVRtl*_{r_f7FykmF4LP z8XCk77`^8$fhJG=g>mGVG!O9Zw8wXf}1T)xIqBC-dh8UtKxA z1@;2tEDkpWoDQVgIu0J1ov_h7k89Unk&P@W^DWQ+wv;t{-8^Um#0ys9_T)rD#5mZ@Jt@-0;V44i9@9SlBsdE(ZiL6Ca$| zve4*RQxukLY1lLmhCv8kY~odF&*|h$GwKxHs^oB7-T{pUS@Md2;`qZScs)Y<-;%B3 z>Nc$Hy~La1d)H!Aq=zCOYJWt!#v+!uz-Pql!u+LzC@Cu5PDKlB%PEwhi=)DrL6$b1 zV@DZSEEl!y&&-k&JBYQv>sJj5MJ8A;H+7$NU!rEE_F-D;pua6py7NmL zgW{WJ%2M9rotm@c&4-QNquUsJ=^msedzWAO+Nadoiq4Jjytyy-s(-|!+|kw#+&R7S z`p1-zj`Vr^G_A3nK2F;j`g&x>_`La#mw7%WCkrE0m)~O-QA`V{#>AvFjPcx8deY-x zr8F##qsao5KDUn&=%cdNiJHK`%+C-Ti2j77z0x$r{1j;u)o2e*uOg@X)hKvC`y(`+ zazTq7O4~ch@lTJZ41a>!&zdVPt=!J*c;d_3?V#x3lxMjQ%P+&b*r`kM)uFcEJC{o7 zTqc6mchQz8nt+NH28|5t5l^4!H5SvOS;R_|Rj*ZJoE{EOQ zC_Y)Mc|Yj-wtrF&A3$Y)>r+Pl>qaS0_=`oO(~23;QJS?3B6(IW{mx)psY7R}NN#M_?^2ION>;hg4<|Y~l+~41W<;U(Uo5X7sYO<#G2se4ZMd z+O)#*iu*$I<%-2cEQm9G z{5);>dibr~{WosGb@P-O#V?|Rx8OTv8JGp&s)sqvu0z1}29D=NAkTj`^`;_-+QZ8`%SaS=|Fx-s?slX-!Op|{LL zi`gm8@hJ7Xw_h^qL%u6A1_4ksNDj3{BJ6ozD}O3nFpG>;H_HmhPZAc9eqLNjV=QdW z!8$z;n{0#!7qAKmqz61lv8OSOrrVwDd5_MTO_xvFAu4>o3&%przpRIK!Kh5xeBhWf zw2h&JxKWvtDnxiIoR4;F*+EpUBA)S_Hy&>s*fV3Arnq)R`c268QbW!7;875xT7LYn zq<^9;;i=rypbCDMrvry*g`H!@Qb6~7f#vmyQ7ex=38SzMBbb*9SA+}3k&E0|S7!7< zvG1BR^;-vhqgp*^-eW&=#@J1T$elSUIqRiYMY(&j^7)#Y0_}dht>QQ~O5zwJO&Ajm zvd+Y>(2Kp>=B)i=xNyN6ujts(f|n9!Qh)CfB`g*hREm1DM#m0`97o7+%D-`yjD9Fr z(4zy^D97qh5O))E7;nBj6&L7rT;h;9j(RXC%g36~I~zoiIE3>Ro1sE|mY|62&64R; z>mY}Bv9*JsV$`&IBxasQf=A98C={|QEor**00MsQ1C*M|1<;16p-jRI-m79fj(;q4 zKWqWLFX5L`&H2fnuBctf6;8S^6ik{uylt~%^U;EnPEI?Z_f@!_;zpry@ME+HVw{t@ z-M`KK3^OVWZL3^fm&_8GY%?2P#ZoZliN~I~5UTficKMF%gmZhCNwUh1WUr>vqfRf4 zfp5!qz3;p`B>Kl)YtF~pMKlS)Lx0b9GHHVKMiXum^yeRN$ajY`YA)H53wvL~Kh-{Q z+nDS>e?M*8vfh}X_qFO2pe@O(x8@;IxS3-+ESEln(`Tj`NLKyinSZa&-xe)u z%tNtVdFH!)4%`c@*z~BhAPJT0qfPN;_qs;?j<~+g2Qu1EH*2BnP+SIz1mOlG44r2M z%f7~-va~&wQsa9o(sN`d2{|Y%&0Qi%u(voq^?1d0l6UXKkUif&>E`R?R}=$ZR>qD# zEMxnNHM={9G%2*(IQ@0X1b+Z3NvzN1Pt*0{v>`>2S%(mCE<*hk&5Wa&GfvcXEUw(v zfuzhCCf;U7!SwPGs-9NAcrH%%gMQ<3fE48l3GLFWr}%3H)%#<~8Cc&6C16KH2QhNQ z6Wlea-Ycu6aEG#+duTlZEXr#o_d{wA8D`J0v}YhK#p7Gy`=czOHh*k{{zoWJ%DfPz zlHFD-NtAPW!o42UlZn?&VvJ#BqO@NlZNhI>%1JzV1ylA>6CfL;vbJFd4Z`K=CxB}`OW z_hl4gHF(V~j&eTL9Ive*lxp|qa&WoZD-5@t939NH&Q;MVD~#)6gtW=wJHl(7Fb#;Gmj#*DS>#yK9A+&Hh(uKP+AraILAKpy_H-3 z8H-M#%DHrkUL$35Ct|JctHF=uE0@PFD;i%Gy~f{3GezA-?o=2;vmP<%nm-;Sa!N;O z)Z*i>3qHdY^NeHstW|bD{o}}F*9-H}f}+fv7aDME#mF_|q&K}!QeAt@W+0)$4su~* z$*rnKk^yoJo`3xvO-I@ODZG!&j-o2~<&AD3IJeoun~!Xq3+wwu^7Qz_r-scz-d;8kI^hr(bU~ny4Z@=AG zY_&^@8Ff2w!_QzNJQnr&c!ptbt`!UAz7)rqJ6qg)uyzT}M$ER6_4{PlV zEN%4!_XCEu3XAegz9*k3p|-@+6@N1(Rbza9HsQ~qqo!L+3CxHNfQw%*XmMsQ8&GN) z%G_7ezKw-Nf71V;*kSp`Rf=QrrN|6K!;|2BE}{VSis&Wgo?h_g zY{uzwe!I5j`tgmdtM^fl`D@`CzoM!J_ih5MS|g@cWbQ45YWlPs%7^cslbmV1K*R@auBMWdVrDeZd9~%|07BC(=fm}6 z7iR=-sIELh7zM%l)#ok#$$$TOo-%a(TBMV`t0Z)+Offv4my7x7GLVEnad2u)HalAR zK+^~CZIs6n{9-<4ByG{EQ3Sc%1xi{%w+cf*~QUFf5wo~3&w=sdJLPf{5S;8CXa zNTzMKOpAeiOfssDCVEp8_8>kMlB%9FPL~-qb>yRRtQCX-lq8&)?tdQa8>LfLY^Ub) zJFtD#jAoB!F zihDqA_rT9@Z|**BpZIm;UDKjin$>x^%yw?;pycX#NDrX*X+-VQr?1^6pAQ5wgEVK= zY*wx!AM8om>CW@&iGLqEh_Yfn8rD8;Xuz&BBDoZS_R8_(UmjbNN z_AtgrQ~W2f^@DqNkk$`8$@oe8E@vxDaKo3v(pSRZrSf``V-?idUR(*{!u0h-0^;B$klnjsf9=w+0 z{{T1*)ohoMG6E9;G?$@E0~8W5I5ag1FHB`_XLM*XATcpFIG2&d0u==@GC4Iem$B#p zD1Y?@P#oIQ1qu^fg1Zmy?(Xg`!C`P1U~qT0;KAK3Kp?nFkl-31xFxvz!{qL@Fvx z8&`Ya-(o~6ZJ-O-2IR>9F9Qh|psDMdOw!c#%}##_< ztbG451iA17Bu(9IEC5Q(0C|uj5R6DA0dn$kv9YpteM|G7BY@VN4#398$HVxiJ3!0< z=wf4T>IhIWb+raMyk#^uwFhW`%x!?KUjGw8-o_m02!8W$ zbF=`u0N#=VG~^TkDo#Mhzl;_CGGGM!JsSWUGuwZ|{q6lnAREU&olVWnK@Lu)j$Ss7 zRsc&IdmunXT9Mh+)0Gim>S*zYp{YF>^yYtW>TYUdZ))~t@MqDD1v7(f?Eh$y<&Q9LQE(X} z{8P#Hhxn}nKOZNM6TtGV380^iCGhPB(Fbhm4g|QmxB>lq{;l|5gviDQu&^F`KioH94!#Ky_Y%K4Yv1}tsk3A9kPaW%L8i%I{vi?V^15 zh&RLq@L_w~TMMA)pM(dnFgt&OT;E&(Z$0|~EI}@ae_S&+H-JU_57D29hYi3Y^AF+y zuqgc(@v;M0)c=e4-gKt_MQ`k9F|~KH{zt;c3t%z(NB`z)26X*L&BX^`d3#D6{uSbF z7%Ue5f^Q*#|3I!cVI-`zjXt)Hw9b&%iwK- z|4#o_oX5Wg_EwGOzu=p{*T3Lfao&Hz{~?39n~TdETmIbPH>Ugt|M^e@fu2Bf#N`E$ zxj?9GLukicy%?bf)9!zFL73BwJ6(3B@5M&&u7grD#+ykRIoT@;mD0-tY|=)y-OA$5 zce(3}mp(gEWXI-3gg$Z2Hf%rsXcNlreAoOka!T4!zQ3I z5xU9Q?V*dg=k><9#c9NDPS}JOaI2OR!E0N`5MggeTvdN!kVGwPFzf9 zEP89Y|e!j`DKjjv1c@u4XVXbYlD93gzf3x#Ev0Pb7FF4?o z=i@GN``&=4U8XzT@b2(1TUZi+fbTkiq*Y4sa>{=@fg8eDyYdL^EIg250?;k6NxX7W z9Pn+;H;enHSEd|D#>kn$zg)u_BXKjv3kj^ofEcHgujQ1oZ4-^3+_gavyHq3S)&*rF zYBuixtyx^Ug6l(-)%MA(nTmuVp#unGH|TBar%6~_FoLE@t&ghwSxt{-qPdU`6c99b zxZ8i1tCo{ZF*W4Coog;Kx(gdT%rpXd{_Haj4@$Ik;)fCxa760f-qAh^m2Yw2Rqphc zPxF;jugF;{XykRjJ+wUxCxuH zGEk11=kXuUb5e|Rs54mmzw>&>!S%WJd5eFOT_LohIi%^vVfScF$D5h3&}x^=Hckwh zpul%_(mkFp9f%I?d^5H-wxkNpr7T6kdtN=R>>Mi2|FlPVRFjG2w&JqAO;gWEt@{${!a3n*)Eb zjEv7=HAl_jdTLx88L)mmYCK(FbwK-=FDJ3-Kx@n+NnNB6?_vd8YQElSa1(&$Lco53 zgM!#eA&MXiYMQ_Tgc+3pU?=wJRUHypShc$!eUAHrrr?0X+nVO?XFw8?O%cpz6!45pe)_D{YtglL-V=$24>QS%qwtkb`EnHki&m)SetW( zaAn~$%?nq?ih;E<*FVLXla8>gC6@HHFF#UD)VuE$x4pHhc?he|D)Td`I}6^hCo-{OxbWKb@3vvWOLWi|{4g9`U+ zxpLD3f2}Fr>$2dPYU&f2k7a+Qe-Nz)ftH`rP$>5kJf=A5CsxRn!sB0q>-E%ypfRO- zaaJh^4+z|9PuX~5JSrBEmWBQpb1vv_o)_{DP}37~Q<~2L{wV^~=mrlTX%UoQy;tot zXd~aCXx)cza*ceTm@mQEBH_hT(rP|K?`!0TQu)JMxEBpa9TKj5Ug4gB%*6^&>^ z8twH_re+#V`HB6AKr1>Zi7!|#aZY?ckeG}6f@1rzdYwXlor{{BCj4fl&JR7T*Q)x% z{=Pp-&}L)%mMj#V-?4wjY{ zraWf9UKSq$!{WpRd%W6a1l;K|baEU@HFv3*S?x}ujUl}}(Xrz`$bCN|1}eV$*=H?u z)(iZhpX;wm<_P^;1MQ)mY(~#@?-$YMEUJj~@O)`PlJ7&R1fPGd^w9Hgq|j7~1;v;s zp&JruzOBXfqNy0*l;3xW%Sk}*1P9dndc^W>Hfm+f_T*m{tBZaXWfsr#D~B$LPvFNc`6g)Hg~*lW)=*u2x26qv+pk}G(x{BXPb=C0Q{ zJ5Sje9uDJ}UrSN*UyN7_^n(*MCaKoaR;q;3ZDBpRbaj99B(n<-;K(AczY5X@-2)e_ z`?=$yioRI4S@3E^KeN)G#B|F4Zz@o2Tts{wl&iI<*+COTv54VJJ zeoQVv#!62(iUh^j7ZaL5d^(S@dVb-M4W~C- zF+A>w1(1IpxfNy-p=%}|DT8g{(@q(NC7Pu#jq|WYp2Hlox*JMM;s_X7BlOLChMzmC6eAKLGM0EA7R-F6nlV&xumkg1Y&P1?t?vHD2&x*pN!9u?<) zY~NRa9FS6iTI8MC+;zQP7>lHRg2+?jAhpvkM?!zdh+NM)D&TC$o3b(H!t1QkYsW(KhlSf4 z+V*kUtJ`5bpn3*5C*~F#96qDjGc1Ov5OzF>NT=xaK$_}IoX9$a&h>tC{B&=_q;cu_mgE5w9N%1K$sASH2j}?P+Pr$~wY<>r zQi>~1pEH4i67I>5gQlmnrDj0sdq=5%_(c(<)!dDFPKMe+dDGzs=FLQYW^(-M(Dr}E z5>G^;XgmF`tIr!tR8$a{#?nsmWvW7zP^}~ORj3iGK^wnlR)+8`KB6=H{LmOy_FNgl zFK`JlI3}Xf=FPQ-b&IAlMF*C}8+xxc<%F{f`(kuE(Bk-Av5^d-q`(5N*PBQ%g@d#& ze#x9Ca+M>#MNfo z@d{)V*FQ7I@J>1CC!ZNVM~JofF?p|EASbL?oC*kdzODQxr}W_q0f7HPhTzQPZ>sLC za2HSJr7pfwhBeKgs@L-0r7J#SLlB(!x88AddFH96B>~}z09z{lHYmmj3z2_v2oTd^ z28^8JH&QQNay@6q1@c$;pHp{tErgO&3#oVQN^0}AC>;^6LwL5#@o5j)H=^08AN|zM zUWOSQ@}x=m<|XF~#wyNgcMy={>|qMKamXrGcJ(wGpTixMp-OgwWB0bwDA+tGnYo+f zJhRZD#?43r$N9%3zb#FNRtSG}9MQb0;T-=CH-}%K*EF^ZVE^fQRKEhOr}7Q3l?^Q> z_xcE2W@Y@yHLX*Ie9Js`d9O8|^N^4oAsAt*+Nh>-yK(c>Ft_y!A2SCwT zl6ua9Ub#Fvt6vD7mq4_@zNTos_ngfmSXY|b?n-735ok$f@JFzFkLFe9y{j_t9rgPU z_s^``Y?k->^GwoH#;O|%B~jlL6#$~alv;hTGOhAtYq?5LJ-2at?~75&a5u`X-Dujr zJ5)Zt+qHt!Ya(Jkbo+l+q(tCOtRGwYyTo#wTKRExG*qVX&I{OusbE{-ZdOU=|nbHgR2qD3woGIrD|dqG5u*f%e1fw>CbPS z@+tG4Z344}Q(>%#T5{hl@W&kS7F;SMzDBg(2HFOywa;R1*d%{d_l4(2!w~n6^nxis zEeU7Q!C30UZ3*T_8b_Vt5P}PBVFTPpR#OTH!d&FY?r8iIKSR%_V0U%P7CP4=v?8$L z_k-fcH3@J|oUx8*0L8$;mjWIem9(zzQQflTjTBdEAGkm>o0-D)c0EV!UT5g9!Q=TG zWV#{v2_Hbm6VQJ}9#6(60P-r)jh$&s!)erfdCvTZqZts&M@YO*h}x{~eV9u}5QRGS=M73Bxbbv#Pt2`kj>fdqYNSL)GV&boaX5r% zGzpK7ejued2-5$t%Q$iVtoHb#-jH82xzY?hgd7zZiCTXP$e{`%3Dp=eKW5!*mnkgV zV_uov6Zj!?dy;Zg&wB&*`qkY`bE$8LCg#~V>Y=}IWJ@UXC09jmD4Zv{lyRJE7qoX% z@w5ALpWuw0Xekv~&cMV(OfCTavouqx>@Ub|Od>Or>djw{fzuDXtQcJ-=Ttw`TH}nI zvL=TH+=73>hAE92oLMZ5gt*HIZru`ahmDt<3^A~=SQ`3)&Sy?0)3x|TXF<{SlC>Kt zGoM&FnbbX2DOpqbpD~t>`mkqSC?>tndZQWfWE3Y9;o&{to@NR%6^s^?r{Z5L&CXNl zHo6lI)G|P+qg)MF+gbrRJi&Y0uV`bD^pj#T<(z+gY%Ylo@rSR-#}nB?CR0B`LFRHR~Ay9J$z=FI-SY^tL0}vcK-NqS@de z97zUQGSKQhARA3InzNFuDn$uRt7*V9M6&K3o(NKV{T(Ytbg6Al!O$}avzOUt<#dz} z>5YGb#JGq0?gi4~ZHg!|>AddjRoxV(T)K$+lf#@Vp}ALlcNWUuL^-ky_;g%z6Ef=- zG!<{r1J0=Uk9TlpvhbFQrsi~^_^#2J3=@2)jqmr^2+Vl=ys5*hC^!u*39!BqaM9M= z3s$^`oj~l7q-HY2tbdn3EAaWF%3y{%_eFnK^5j+ekvJ$^peQK=5Rw*8g~4q4j+3Rm zm+6D|g_E&GdgGSH@DBU#Pdn32)p!t{x2a#aaKOrbXoj84>5{)>23Pkv*BnR~Qq)jP zuFJuAra8G9;dJ1HsIItDzPLUZ^gG%J`dgAi%VanSD5fh$(CHK|NM1*@wRRkWYA}C& zZ7tUh0)*wJ8NRbR8y83ja~*24`o2nvWuz(k>+W?er>)~|q*}M@KN4fQw^?Lm7Y9$YQ^cur8NypDR$#;1@4Un&0$CWab2T{H z5JF$q60GeS!g7)mG~wj$ZgiC}=u>&ejh4NCnFBw?VKhvKNzqlRr@rqdOXq)v9`tBF zF9_Q@Cne09<48mAq@m#^2Y>5wI1C|{GZA7nr?Q&zdyd|2k*(G2n4NQs%?$Ddlvgfg;yvVH(!=hn2^9h)6`s5=fRl zRBm*Yn;Wl`kJC{hn%m=i8NPpUkA^A>FvBJ(wl#;#jcjNPkrA0X*da6)rOKJx%l)*m zW%fS@*(z(rzpY5(85wRCb$G*HF!U;N*0ZID7h?X7~aYGMb ziP=km0kyjc8!t6#Led#&z)UldggJWnJu@Oj>MMVh!k&_NcU5t+-8Xl0 z#?f&HZYFjLoO&3fe1G!H9yXyaD}u`mC~yiZ&7ECBwtm_WZ@0huWFas!jPy`c}=YLW))L z%Ngq*gkg*4HadUCT$rPuQVH-(6(%&xD+w+s7bzkjB3hYYj!pnUL+NKodQhe?4*P-q zLXe4*mKQo(6azSz35Tvjw$$GCVR9R~qWG>^L4!ZPZZxL^5CqlJKb)R)LedDExb(5; zk`QO2ebJ^ph5~~sp~7TB`_xMy!p?i(=Ycd$eOnLt#f*Qs8P44CKz<|~F8htgmuc0L z&c1OJ>QtVndlu~4Z2X4Io8O31$)5CjSr~A)r{$DOyM2Rer9GQ*vxTMk$GMj$0hQsW zY$;r?BY4>c!q}y=H`etOdu-Fv<8cPLCSo;qaKjoRwqIqp(w6ucG~P?L@EbD7mS_%g z;bQg0SYm&FG|*1qHyE|5xn>ZzvXlc0rZsD++IYvb^==g;uP@?gM!dR^|e_% zS^pIu#`-cpGV4Kr%Ua0V8tD*qUMGTuYWLg~ zJtSK-{p)9&VoXUsjI`3Hm}I12x27OrH8=69L-lFBL_@hK1}EJ(f6A!{_o^~c-@fFf zKFmx6CUU1p`mp!g&PeFdBSlUG0=}QEe42l&m#L-p%f^XvyWPR72{@Sx*6TI*fVqYd)|^J8=&*0)hCL3X6@ z?#v3ILd?&WsOv1)`q%piCFJdq#GYvg4^E1u!)*0DC}}Bz-^JuWp33Z%Tg{2KNPGYrlWO33s~i zKesVYM~-TFQPeuMFo7ETC|r+BzCsG*c5gsUattSQzOU#wbzI>HV?>zlzaMt71jt{J z-Ke96`0r0Z$^XRCbk1V8^-`P{Q&N?pL9+aUw+^^g*{VPGo?R91ca~T8%~vq*7ZBn; zDbFJH#cSBn8KWQC5QDgSk@bJTWN)>dsLa4LlsAp%RmBg1Yq^(5tcyH%z|?&jr<2#P z`E_SHmr|di0}YO6tMq$WY(#TZCfMX*vMh=ug651%dH=X({lxRygsMA3G7Q1nR0VS) zzm~PXNcR$tBuHe);V^NGnz3*s?D(ncRrgZoL&t$L)ch&Rydd+~*NJ~mm`PFC)(X3z zSyOrvJ)G}3U!K0u2QtKLI8b?qM>#D>={QrDw^(;?c+}?fS6L?A=A@I9E0QQ353CU|ME6Za;J4`6?R zhH;$aM~f%Azbkexv4S@6NE-g7L6?S8B1fR&&`BJ#1>p=YrmYd#dxP(Q>n|W`IE`)i zymTH^fhKqJ{pJ$kstRKfsuKT;ty4O)=KJ6T$mw>m?EKixc;gwHA`cl}sUmva4-7LI zhJ3?0xMr*n_K|<>2D#zl?87h$shJmb6AhMOBuY3z11LvT*E`r)ec-9`#3OE<`0y>; zD?Oyn=a~TfJuXl53es6HBU)o=Cd$vip|41^nT=NAfn*-6EUVYS9;YY>yeKAC*OH(1 zecr_r2l{BbCTO2d_a4KB_uG{Oq$NUtMbz@LErRblvFv|<_BYo;a6NaM5ha1wF9Y6@ z0P>?=C^m3IPBYJbE%Gf_GeFNwV&F$w-`gLjkhJfX7#l6tk5p*91cRwhih9Dk*lr8V>e4!oZ=S57@4O$dW-a%CL2&hwtRx$K7lzzegE5EvW`E>Laei zBjQg&QB{Ao^vryWo!Q0}(kKzfFq4qLlDpi`LML?Gn?(!q-$i@$yvbux#4wX;ZmA`% z@V3<;HRmYS`R08WCh6rKM!W7i8CPN*pI=)Ndilyu9R&?*qF90u5n~1KeoJ@hyvQ6t zFt!x&WsFe9Vc2>f{G%gg_7cNBl~K)NFItkb$aQ}f20pY~k_^`jZy9wv1X@{=-#9Zq z^Crdo=j5o}VR?DZX|3Szca{umxhS^|;&?kh<(J6377>J*(Rn{*rYI_WN1m4IciXLr zZH0J*YKqg|CN;2C+ISsgBX7bo_nqglNuBZLXSj*$Z;U9H|{izdrwdJ4J# zH1L#rf(li#EsM*naVC2hbDYyWJGXz)&QZpNe5_%d4c>Glqpcqp{o|28D| z;e0&Egbs*ZQIVGVZJnHsg!(`uHk5zUl`5+F<=sa0^4usI6Utf=7ga2xEyrx@)puJx z&y*e(ClJYs@8QI<)#PtomF4d@0C86O~nxmv2_YzscG^D1B)q+rA%jY0ZE6&`#)0 z?Xol3nF`fF=leobxwoVdm;J6>K8?iib-7RvL_CNaKb?m2h=V2+a<1a zG}6F=>u7Z`gZx`J z#e2}mMVW#@-?{d=URfDf(RP1$h`}98Jize14Ye%ny@4``lfZpUG8kNg$bkWYt=UM0 zTMwjB+<`F2=7`tPI?4FtD-bfNHnXNK{)tGDGNR|%CP2*RDe>qF0tT=$g8;hBi0eo4 z_P`_?skvssgQ^kqUd{dqNRL?B3&u*EMxz>eDjD@`^qwb5><_{aMCkjLv`V*~dwZu*pKm*CUBYQAk+V;&;@$8I@$7wx*x)nR#J$u#M-%pKSMA1BDJZjM??iqdI zsO=2rZ$_KJqb9YM#-$!1<@U+<9xgw4Nt-MkoLe~#T{0OmG0doe8-u%GWy^f zwueL>81H?WUc5`yOcK}D1J!0i99|fQ?xd62L^?v_jlPnhV?lOH9Z~%qvZotE!MoTX{=|E_m;*0coS^#o z5BBGzXg1V)Pg*bOYkP~u*=?jI-E3+_R0MNT+Fgb-WLF!80(3-QaF(;Cz6pwAwlS*G zw(GMj2cW@Lhn7igXP+bal&h@FAy!0$7a~OMeZ|B1aGZZs@=9!b_WH#+ib|Zr{VT}r z_2{^Mu5`<5zeu(BcPuo!5h4s8bf&1LD%?joZd7|CV^hCD8*z*M2mJQ-vfyt8?uekq zqM3PtDXY4Ez*Uo@UXsk0lP3L9{BbOGRh`=7zsdbmEM#-e1g;Q_O(3hODXeGt4ZpndNOi=Bl!^SV|(cJSIHj+=W{ z1sf*`eAerW@HV1`8j!qCLtp%8I)c4X@x(vfnDS7`)K|vUfJ0RCQGYDBDxg-rcK>sk zN&}Kj27XntufX|`ljAW!^kDonG2Q@%)huUTf`fmqi!1#;yI<`$3PbU)3D`15^AvE8 ztD3S*Q?<&@#g!TLVTspN81q7__JI`f&itN=&J>5q-cO#}ug@`_nYy0UAut%!xZ(w;LNC-n71k4pAHc!hcIC9hFeJPs)D-U0>x$d3OEBt8b#^<@Uz_@EAJ0RO23T z>N00c)^)H9NZPwy^Nb{q>T0P99foo_kI)=K=O6Ne>7uGFz?Sp%@j*%uI|*TRW90_k`!_G~T3&$zYnZQrmwv z^AH}02MVD}eV~BDyL4&ub=srguz!W~><-Wi&;C|8FNwBhr*OW{w&XY2Kd_!>+|>Q~ z`@mv)3IY>y7G_dNowYU*m*|V9VCKtR73C)%gXC4}h1r;GAJ{OI9s7AJapf?h-4%5{ zk4G$?1OaK1i$Q%a5+Ny#_f15)?yPUctSX?6Z<-IJqLtTHbaXmVT znmo^}lAoBGIm}G0n}&uM4Izx%4RLeP?|FJMm?czl{mR)w8rb0LmBgc2yiaKPLy~Z^ z0n?0g+tmu6eIM2Ly4GQ|oWw6NnuqDI*@2POPkN>p4ev!w!yeZQ>J1NWcn`Exwp9%t ztnjO6wkm=Lko&u5ba#v6uT_7r^2Ze^ey9p2=<(&shM(yM$@CpwMzp&X!bcVrQQ`zW zNe4-4UL8YD^i0l-ZvSLRg6Oq9-7bBE$LQVXC;2pDo~colM?haB$^SdFlm^I?VRZ|; zwdX29;BhTd~eZ=8h;;M`B8rW>r*#d<$jFN zm^P9JPCrhc^i{)wZd>A}G!wK&(^bSpd zhsY$KB>aSMeBk%?lxrR?^Gqn5@2JlpE)fj((x&s`V9E?N4Sfr~8=JGjkz8+6U!<=q z5U>((!F!&d(HeEB>~nu(b7`6SP`br&oJ+i81kT!e&SzF!LUw}ojK8V;eXQJ>W6nc2j0dgXgLJWEA|8MGQx!>|LaQOc6_6LX0u{;xs`A3d>jtnb-5 zx5b`7ADwmNdrkwcB9=?Q{dL>Y5=X<}43@|cT@Nwi0vcFn+;_}B6mAZE?Jy3;d+#;h zTZ88e)wb{&o@RghPT0nBcwe2UE9>lKNi+c(9%T12IGQjHwfu^WDWc|)l^EeqjW`(N z1Uba$0TH>v@7-=8z4$sJDjk5b%$+BUOvT*U!+EkuSP5HDct>6OSz8(kC&y==#qjBs zFuA=RCwc?EzBlb8R9)j%Is_#A?uNb*)7wEw!*@F=_St_{1L{sF)VC?$6@&ks(C=0v zRLzi2*93eoNl@WT`3cAQKa1ql67Fusz6eK3qJ_U=>(d9S7xW-E#Ps(kft#r-3g#7a zew~?okze%EHb$#Xnqm&+qMD_mhRt*uYS!vq3}EAX_wv!GO~$R%IW{pCn$n#ry-i#V z7r)Z|1wVgew7|4Hpd|fZzJe@A$6~K?Oz`88S0XX%a}p(PX)9H9O`k>=IP12#7iYa* zR(Iuh7`RlC$9eZF(1D+L9aC8Ov#YZnn_7#3>zQVCV$V*F%qZyCuB0-(IhY&_Ap=AB z&2!(-oA)A+|K~pB>CfzQJLn!pH~0Q!V$XOl8JT}D)jias{@QKBQ&azQkkYB2-9$GB zJu1a-Sp1_nbhUTvT_qzKj#pKRToeoS!kBq0AND>s`^gep3 z>WMKEM*Wn-dc=8dcg}A zoOgdS@6QG;_TKa^L}r!WN7o!zvGz5lA}wiL*Gv#7O%SQ{y+ZcvE}OJqBo&lh?R#E3 zmsf&XpL|-EUsBRz%D#Qi!fUj~a?gL+##S%Au75aGUP&jo0!Ftg(&2Gys@A|* z5q;O3I8Uzsb*m#yz(R|8-+`O}Pd$QMeR-IQQc;UuESPkFn5g}M?ZfH45^O9%Cv^lcIs{)6FU?!Y2hp}EgA82%%zZt)%%JjKisF2?}>3PaviPMzXIP6v zpWO=gYQ@QPKoz#N^WT#2geQOeU#YCpzYa}R17p(Uo5+hZ<$Ubo**Tv4Iee$Y$O$yUA>BGCUqXGPnHKtibg4d=)q+-XB{2S-W`_2$IZiCBfrK!L!JR(d zfN!q@u_gp=ZqStT5dRI!nrE8vo~Q9q@WBifTxdJXa?(iRw_FR8wZ3~*2 z?F`wh#K?~P?8VWLyrq9!)9bNpRsw%XN|g-J6(ob8*X@cba|Dm)-pjuN??OF%amUaK za8%Rkb#q%Uf9(!uH9DEw(0D7xWJ3^o5ESLfQhE~3*@T&rpH~y+Of|?-qp^JFp~|k9 z*fKZH2n?h>J%itcp@%!Je>#{^8gou{&HQcnQQlA0PAo z00-JGatdW`WOJ96G6D_(G?%fd0vETs76R%U0W_C!=m8ZFG&nN~FHB`_XLM*XAT~HO zmyyK+6$CdpG&Gk{hyf{ocLh`wT-Pp*fD#e{5<@o(-Q6HvN(jR+zzEF1Fu>5=-Ga0r z(jihJC5^On8X(dLNJ#vnzVUzGy=&dOX04fXp1t>T_H*{$XRTpl(l_E$w1eA1)Zj2A zpCCU_3ZSfGCUYg|FSE8BOo9o8dCuw(QZ0$ z7(mOz86YSO5EPRV6qf=50YX5akTbvt4u(RI-v2?tDdUJlx=INM zczJp8gIwJC;RpwRIWAs+7Zm9TFod{65S|b_z%RJ~U62dpw=jM}Hh{4s)cp@^1h+?e zfe;V?8gPb!AuxAzfCtPDf&ie;1{i5R0O+|wV1Jw+{Bhs~{B<<|L4Lu1=>CfSMFfTY z4hDh2a2Hn)%o_@G0N6vFApkwK2mDABk{1Ai+5K_^IlIGu(eWTp5Y!oDi+1>(I0&Go zXaE4A_5G#J9gKjwBHj7jq0YY)3jCr$U$QF9P8sgv0)Zjj34i6M0!2W;=v(&|_+3^f z7~Biy`)6$rh1uEvl3?fIDqsSGx_Lk}RsQloLxlfg4iF?j6bJ;0OGpABZU6`h>?rVy z+}PU{^4lnX_zOno@9*mhcLms^B|!Y4_7LK0fE^T! z1lU3xpfJLJ+0ih>{?8s=c?1*%umGYPPY?k7_4#LIh3+joILz7mU-#d|6?kZDu56&p z^IPygCM6{}3gF8p1O)I2i2?zFf|9}jarDCfKUw~N(f_yh->5za`d4nie;GAl_HcmY z9|`EY`&)+RUp>M3*SK&2{__M~IJ%D^0M38g-V!JZ1f#zM|G%66cgX*(=YO&MKidAk z^HK9~cK&VU{AK<>tRNStv-e+ibQgOd(G#HqN6!W9zg^8Be}-5GVh8nb`ERQx5`>-% zMVNzs^FNmebytI;Aa?ptB-rs!1N~hCG`%wv2GNJRLw`Lp06sw=@V{*6Spz$vpAvU; zrGA?r=u!I5BUNEwxZSUr6A~2zfDj0fHzB(4=$$CQR}ej%b`aF>z6J>J!{A7C2mme5 zA7Bqh5dNwsI!NG;BsBaR5s?H4pr5aQ_rd^w0as@a_kRF1vw%Cq6a7y7g9riykd6q* zzd`791(06we@P?&0zMGLAK*U(fISch^icn9FtobA_rG5d2m}QI6VA`T!O~$*>ciU3 zY8CH$@vV=_PO+_}x_okzU&xFE()=c>sGSw;L%OdsqfUHYubd7`kuc;&m@(tsa- z*_vwb=BMAKb+X~a`WwQzajL$t;%&uOz4Qche8vhJephaOrom3wEtnlzYz1x}62$sN zZn(}<%{nlX4VZhYQ(gOF3TtR;!WZ#gG)cK724)bQ#0cs`RH$P-#tK)d^q_r zbvJ+PhEXe-htPi~Ubw{9d`&3feA;J!xzbq3y_1HO#+;fS`{eHX33gwl%?z!3v%W7& zRuS(rr>WkKd~`_@bl&9jS=Ti@Lwx)Gn4N7*ij#&~0GmQHHg2_5BgLhZDFsg?_h3nD z6{Y!Iyv5d?S1$#6qvtGMk5f7If@#B+f^LuM@%HM*M8hcGmZ}`Fa4Aw+9Y0QgW?kC( zQ0g7QS&5!eI%&~IBW^wUcam)dW2^HY*D{Z5@8+MyF;39&T}R^nEW3 ze}tTAR!t*v)2MX?7RwDs68EnYZt}XVZ7s&Mq>;EK)kaVdRJxFvt5}H-wYKOv@u^!c zTYfScCa?8Y&pCOJcYKwW9g(DeODl2V@N7rO0MB3Q+q+`Y4ZjOzft!MY{D$|mKR*m6 zJKvs2?TJ@DSQfJB3`%(5Aw057vi62bWfb=oH_5bef0-!5+lj1o_YV^fLQQC#s9iKF zZmYR18ru(~0%%a*;9Mm@j{4nvPcGz`)VSxv%T7#+v z8~fguUspm!ZjL_4mAQIzd|?oN8hY~ty3D_LIYrz5;vvqkWI)X4(Ggo9k;g`^t+ZOX z1gE~*BP_pJ3Kb)^6mQw<2nQIGL9ls7wt>)(k22SUPxTQx41mHd4uuv6TCb&Q7<-j|jT@{pe zObmCKk<*cAkgi3P0b-ONQee|JG9*Qsk~vXQILz@0gjF7I87fRN&igqZ+F~dN3$%^- zgw$#mGFao3S7SkWIc5aM3=XrzAEyepsmGAEa#?ni&Vt1N>isk5_(ZodeH-$3$aRLu1tI%<-+)ftWlaB`UO>`k6sv9(b~LDF2m{5(PbLP zOQkyL`uNc6o7BO^D?{lBWL5SYbxtael|ypv7PpNF)cdzo)O#_o)uAC-` z*y;gL%qPXipngv|R9}40utrFmHEd`;03$dn)}Lmd@n$J7)(DwBq@EiiUU_>`yNy~r zN~qmFw@Nv04hmGKbP@EB4+*_DEfUS1VYU5r;c1QC$c%WIexRr-5L_d=7OpE z{4N?+uM*3D8ZA3~37$@)0#(`4&WF)Au%=~S?}?zl3c_>VjBncbPrXN+FD&eePBV%!?Y^p;2u z_`#NcofjECPDNq8>+(TGqQ5x`@vV07m1C@znTK`P=V`HS3#!Hx*+#+y(|#+uM-|ON z@@#E{Rjs{STrmRLhG{Kr6@MMr=}*zLR|Ki1!=sn<$a+R&p8KAImET z!zpgE%Id6ugL@gx3U>2db+}CdM}vxj1`;8Pe15CZwt_Z3Rdr7=01ZhQi!UzCElG=i z`1=w2Ww#3gzVy3yWHGhrWLTUm>1!R??|s|5};ZwKpl>hs{#~hd#F=i z;{3LGrPZRb%@gTrPp;j+?Zm2rt}ls zTjwUASjmyl%+nqNTOQ}^=rLaAmPSk^`THAZY@Jdr|0I{prBj*Y{5A~6nv&cveCiIF zr3ugV+BJ-n5MO4hAFYKayQj2J+al9$2PhTk7V9&fbscCtbQl=HXHj~^HcH8mEO8!D zoDThzpVpGLbA0JgvUo>5EiGApEKU5HR4`M8=@d* z;Ll(iu2yJ)vqgSX=5xg1TEK4f7K7WQftBIaTn58)jD!%7jp2l*>~x-g-L7YvHRGHm z!=hPk*{RZ6>q(t8`CHM((q5QF*5NAqcayEF#)r_VgHOr2Z)(6EqaBC?&%2tLR;HRS zSF0l|jrR7KH501wHav*~^W6#XQrsT7=HQL#TiuBI-C+A6^cJEqgD}D1Z%RPQqj+so zzuAKA2$9njpfc!*>!%lg+wOxBihY}Jax=dYe;(O-eN*@dON4J{YWqRM`q$g9MrwKv zu%JZy%X@03b-rwUDD3;HxYoC;a=2~AALzX^**PNYPt)$GQXd+mclQe{chP#@%_d5- zT$3^Yi$HY0w*SIT(UV+;=E+)hdq_PlpBYZxuGA_CuPmj~qpiwom%{S3f2TVTW`rn` zxQe8@C}?o^qPMgjhi*rXcg<@arD+W~fxL2$ZX)~mejb%!h{PyrC^3LUx8XWU-vIb5 zXmix<>C+~|Fga}sxz7&;KDTMs`+6OSK%eS?n19~%#P3^@=dZP}`SP9d6kga=NGyL; zkbY-pUKn^tJHUW-f8{`2K@l@~jTPIo(`}p$i#%19N}+-Xpzlp#?NvJd zt+YMJH>R@1wM#5#bzk`Buip&?=Tw@1$c8`^RzCRoP{cB+E*BaU(I z_xZgLYsvCsT+d1xNK{Xx(9CSI>9KcmyASeLKsMu=v*&UocgudceC`R{Qz-Dzj)u zmmS$BB}c8QH}ptLYhMfZrZ~ksA+`M5jgkf*6Gnh{+a!(a^!u2}O3cp%VNq){HFmpq z$b1C0iZ51$i`Sk|CKq#ea?)#I>Obpc<)|sHQv70kf7aM^f4CgQ+}L|;`&1-A#OfjO zbn8Y+`zifX$!bYsnYSPEhn{I~VLuNa$d{zD(DZ$(e<2r28!Ad{=mBQu+$*R0F$G*I z_sk`$KP2p)BP%Zwf*7H8R4_v%7@k+$hwo%2Db7G8%JjMq&6pn#&<=NVQ;T#ob%k6{!t+;rsO;b++qBFjmS7p+R^_`SPF zCY;Kieb`>|8nXmXkT(GsD*46KDCF+NRA}o(jH-T$#Q=%~qhd-RzCNr_s40Z2dV*)I zp(%?bpLk-ZZV(mzUL>jMw2U}OOjE<57OpzOe-T+U2dlT;xZh*xT=o7ziX#|n`_fi` zxLn)cY0EVGdPRl6qkve9g=g^_wIm!Lw{ow01p12VE~kUHsIyV*VPx}9-}ZidBJ;PS zj0Vwn;+lZDukB7;W6d1+9wgb8~^ugnFFf0|jwFcSmAMLEvj(>fve(!~> zf24`fa_Pp$P^wog%C%Q77><&rHHbcS!Cey&9Onx-YDU|GJa*Fp3L@+*szi!S=(aTosk8t-j<6nWwO4DUGz6zvI?Fwqo8r>uB*~R zFE%*e8E9Q{@NG$(AU8DEP5o`%!oFjwF?MeZ%jGxQ%d+br`&5Vq}PW1 zR;}^$jPs}S@E>kZO4=}}~icg zfLk`xWA(9xGNS(VObM<}XQXx-4-QI`($tC23%^e4_*kbEzrbZ;R%H0H{E=xpOX2ya z*5>RMoy(#Fs~2b7{YA6SB|noz;ULecMOhFo3!gYtXCcIJ*3s;u()8s?e;ywRn1HN2 z?8(F{>bwcgD*V}=VNPDE>=$~$LS97QWW);9VBi8lrgg;@pZlichW9Thdo;7&Y|Yj4 z7&~>s?@3laU6dkO9W=8%kMd07C&ls(QWT|3+vw|d_>N(3CI3W>>!uI&tlWE%NjFin zDAs{@N=hg+}}qa?M~wHhTl{WHzaI$JH2S zY&mO=+Sa&(fcwLR79ZwM^bCUp&OHy`2CE1=nWP_EbWYCl(DH6q)X%(Qpr+;>#=fOT zv@6248p(=FuEBBHTc?aiCUCdmx-m8x=XTs>QP;E|Z;_{L%fA1&h#W@csPdc~ZyT{k z#QNOL8^?**sfd+Me+hgx3SYPgI8AV)RnO>9sgcP}5&xFhc9oSGn?omf-MHX;&Psk` znH|oJoKBQbSIcAFCxLs!T^7323h4#h=C6OyZ%DH^IxcC8e`OJpu2EiYEDHHqCv?Y4 z`EFuOLNfCdW1mHXw@QW9058jkZD4n_d03Pww>SVrw)#~2e~WZpY{Gb&_poPBx}=yU zmnJg-D^qgMw7|>r*And~@Dxt{B5%X3t_HGD6Qk!g#3V9|=M+r7G%>mAFUGqdZ9E~N z8=T4^uRIiMyWMbT#+^5f!5$VFL}%$wW@Hmpv+)k6^J#?6lttKvj~W6iYbk|z><|Wf zt&>zm6avy+f5`<&3(4pH%D?}FDg^r7u!F;TJNDxRe`*e3(dqfOVv2s;W4{x^B!keg zPOUw3R-TxD_LU@vb`Y0xR+oh3MSoJlD-q%}IZs|5os~nut*@P~uF=+?YZ7*Pyw#viEq-KYbc5}g~M5&rno!11}9)soJSg*0x(hDxAShS1)8Ms`e_T7_{M)xlXLP19wY1xTT|Y z$462DEM{s%?06KkWv48YKVNN0IcJJ z);Ch(Tu%dHU9yjTl3(v=bJkOaJLe)Gdmgkdc==1|hnt-90I)LzHzp9K~&490zsdOtweLcB58D048b;?~=_ zkAi00>T7;TBGX+<2CMw%>A9HgCGu}_b?DYWQKTn$3}+te@AW*wt0kjp77D(6`*vCJ z{d!YkV(UQwNBon;AB#nM*L^t8 zL}T6p%A(K55VrCQ7>VLPM-`sS^Msp<#!fSgZQq}(t|}x{iVGKO9s02gfAsFqEwJZt zm1vr|E1(I%yQGwI@9`%oY~5Zh9E#3{rzJPQBXPyCnAK85@^q=csz|}0k7Cv4e+sc# zBI5lQHk%oZc~|q+Q&-tR-+XxBJN{1JuPhwpC$Bto$Tky<>(;)%OYg<82yr;l^nGXd zKv6fPFOb0B7Ml*T6Ct1`e@C&|%GM)y#&fVMxT4r?IW@^bSY}K_N6EOD(iPOShR}U$ zQ3VWNz0?aL7qMI{#@eijP=fb0f4~2ntyW2t_!0{v_iFJ#E@hab7vHWLhHBHzOk#nO z7C2cet~_g;eid3<bJ?3+2!2mwSKmCjJN$sLR%l4@@kXi+3A$rA`I6=o5`O`mfoR#KO`4KUd`lzLp4Et!|@gWL2uHJtnI5s>r%ygk#xYX|7JF2LyT_-JCC7H&^9|<@L96u+ifP% z5a)Mvy&|p_1bwG79ju3n3`^uoLdn4z@4CsWzs?RwrW|!8EcGn3c4M4R7)&dFz+s&f zw3yn;HWDFvtAa_-+QFZq++85%;+Ty*8SPUFFi6jvugB5j z8L1ud4A@haR@O0Me~81rHvNz$c^HI50E z+wiQRA)pRnI^e$Ss$lTW4T#BkNUDLU<>>1lGO7rDyP0v+i0z?{X`jfxOu{_{ZInB< z6-xIQSizJ#82<95W+;<>4^i}mM5GYXo2IKmBXrx+<~zx5e<@43jBmcY@{diw(3@_VP=*II(L?uRZ4PE;^>93dgqBwb5KL)DI0LR7+;l0 z6Ym9~MpBUS&aH|O$ZpBL|ok)pIUD4Q8Vy2tn$T?(_~IeVK$ z-wDmOiQ~zO?pI<^S-B|Zl#{N#b_k#3csvn6 z8JKgTwxUgV9TeV2pKQ679CPKr%B5=m*vXn-TW2=BhUVM;N2QzU;5n4aj&oy{GQaUS zem?cCCn(FBk(_;9JS#+NRwkcYMz6u%@=hE{c#^;C<59iAT7@W!vw*^F8((gY%<(fT zd^hODf5yY--cw0D$4~(!ir9drW3fANw3)so z#giDr6xi>YqNJ1xRC?6>9SWol1&v}KFWe;QCwSUCc?of-ShSi~ou+7FwY5q)Zi`_( zRH()zPnv!9=rNYj@-fD9nu8WEgnM$jsEqA+Ueq+@n{ON443Ry=NhcTf;*sE4a<1=c z2N<8_-$tVfPS@O@BHuhTd2+brkEq;#GNf@l_4=WmSTjcT=|IaZjZeL!z#qvSeveW| zcDJtR6p~CeD-0Zw3;zS-cNUYEkum}k0yH@CynG6S1)w zLD4YCUuGgU69^IoMZl&17eRj+2?3%pHWeTm!_z^)0h%5#fRG44NL*S-LRwG|AS@^- z^*0fLlm@5(J)vNL4nIH>0f(T7*pv}&K1ise6B?7|@1Fop5Enp5N=kzFw>v=56@r9< zfN+2g5bXqU#bg8lVE{t}2ns>_{3`^ftP>jTCM_V~<>kc>bVczakdA-yT)Y4;DB1~N z06{^Jo)9qLSHXZsKv&40%J_-c07gzw)E~Pc!U63CL_z=<0}Kj+z)=_v4>%Zt1YnW_ z3^lX?x^58oAF}oz0x#gN-T;L7h5i%nFYjN0pzz<$KoAJw>IQ`SK;e!62Pg~z(0!=Q zkM>6M0)TMvFCq|zLSTRVfu2Ap3}}xb{JuF5@K8}70K^pdS9vH966%IV@uQ%yUnL6s z3WMpgDjckgaCL>i(I}!{_fvr)As|fKeFXkY)&-96g8Th-aDc+W4!?>3d$RsbKQ>1Q8XzVpB`z*11%S8%Al@J+fnVW`eB2~{-&Y0mNq22&X zL5%i<0D`|h|M_K&krx;Nhxz01ek34$ zK`@tegL$C-9RkxK0S`Fzmxlk!^siomJdjAtOY?tQ@|Z^deg6HdK_K1`5Yg-u0wfde zToc}OTBXR~#rJKH;LB1=Orm*rv>2Lw`h}m9_Ki%nF?S_9aQU77biJ8Zk)u=o4BR`X zL*7>H*&z#Q>d(7P9^B=N%y38N})nR5G+d+Df?vNh{bSnNt- z$I7o#6Pf8=x<;}u-~zilXDy`~+BVQYy6k@&Pj-_IAJ#u)!c$Y0TXhK0#Q%5&Q*rL67YaKrE^ANjS#M^4@oliD*h((0!E@d@>t%fX z9@u5Nf2W@~O|C~^X`I=jmMcG1>^gs)=KiN9+<;D6o596YzMu!2z9XG8#Nki(k-n8% zyYASw0s^2pS<;5-Q=WyFab$zGp1^Ab^Vr2t!n_;C?}G6=t9^nTI}|C3TcS9X2(llc zeV^deBo!YQ_6Uvwe7}b0t9LjJvWYRW@9g!2lm$J;4|Pfu?v|I8+!4Sj7e0R)`}kh{ z#es5v^_M)N3dj}$>V3wmZ=kPRJSNzS$h0{zs!U0 zn~XSV;z)^RlLlNx;$+~uC9@~1ac;XlUX{q6#kUM~WwMb=iId*~)jlR-4wYjj{xs>< z6I?N~rhfnO>H+crz$P#;Hr0RDvXZX3l{_O%#W$a8GZ|F9Cp{Vpy3N87u#Bike5kFz* zu9A2&wf;mj-O%MMUWn|4`_kR^+mAWoPbimMgKC0d5l@NUUw_CP;?T$%8-A6S}ECVD$-mbEK~q+$F;3cnL=4hHoe8 z-Io^6)cKj&dP6E=Qn|~7F-ZA~MNqsTzZ3F~vxXQY0;UxFJnaKDz8`?>IP__k>qO>? ze?Dzlw8X{-cc7mS7&3o8V&in8BX$B;LxE~pjEdj#Kcy@3Kd_`r)0;mCTWd5?TkgT8 z2+i00L|!fHwHC4mm&)dL)(J-8S<2qJbEnJN8ohxkz|GV5IP=TV3@Cj{7??*6PbA_25h) z?gX6nMC7-tsD*Hj&?Q`(X7QREqDUR_3mI<^~U5`ZQ)TsR6{mYq ze7dUYQe_a0Zna4uYhG^{eHObY_tT$k-eR1~?y)?mGp2vg|C#1`GnXyQD~i>U@!M{m zNsyl0u9$ zymgXkbifkUI89M@)-1S^IzWHrSXirL{f*7-+6 zycA<^x+Tth^>aFD<5*?7;`lFbK;j8D25VJ*KSFpHm&e3Rsyc% z#j$^mFwSdY^B?$L3ST>0M4T+Uj8l3Vns2g1wjPEblO)=MGU|!ATA273?={k|PmY>K z)Y~mRCIbx-^rb52GU&F5K}~-F+Vg$5S5ywN7Gx>snGaL&Ald4XbR5U} zx9>PhS#@~1Pd|S?PyT%5c;(m~;*}h6cNLhi8>hrSOL2dhnS{%rlU1lKcUg2P=6OZL z%ZhaA4l|Fdv6a_Vt8MRm>mD-Sooi&KdC4(qBEq-n1~ois<>Sp5x#rz_V;vsKkQRSE z$hnLsFXX9rpIsPMc=z$X8;!6A%{{HFJSC1fFSW29`Y5}4WQs=W>LFFah~>pj>4CQM zB zjmkS#VPRbn=5LE`Yv7Py#74v3Zu)S?2;UrkJE|G-84?L@+7eeDS>Q~rusAti(v}*x zRUoG`cb9(=MCaXwcTXTUbv-{__p@YnW$AqaX8Fvo=ZC>%rG^fCHM+qZly}&5Xw9<> zE`;F&MdJkaxCgS7n052Dc&OzxJQ+iOdAKwMtp_@nvno1$G2Ly%NK^}4U8=&TQm+p)>5c2sNXM0g3uGL^%2 zKeNlrB2_^NOc&|5%f2Lu>ydBG9uHFMuvFwp(q{w?o3G7 zMw}z^s?W~(#aFhRZp70ph|HI1BUmgs8mN}r?Vlvbtz#R?m%7b_sxB8kzE3Wi{Ar@e zmWA6=CgwZavdUkFr{;FOWoRgg>DdXuoc9P&;y(UT%p_tj^UB z&Wk6dNWi1M{_I;Qf7$qn$=Y`|Jm#AasH>-~NSjt#+Zg7jaD620ezEw5|oZ))0QCZ`bue77(qq6r&4Q%p_ zG5_$c`k@Eqq*`icbtxbH(xaI-EJsw2vQliEaCpC8YCsC&*eRIcw5%al2PX2?UO!rH z*f5tbvv=mJ_~w5n{$l;;i>lFg+1-B63pu6d@R>toaR4(BPUNbdEaCfwjHQ!oj|buNeFt26)W_ES z>qYii?<$(%OVQtG@4bv4JHlr8GTq%>dPrlW#Da z*RitiSy+E>`qbURn^}JfStn-l@O+I*^DCu9oiL`wR?M24^|Zg@QCkhhDsUusQb`|T zt9zsP5G(nqF!Lmj;JrGkY~q%)aQTeF=~F_3wG~-1ud$}*{>+}eSO!-{--n5=f2LEq zUN_#LeRw1NdBb2sr8>jq)JfKxClo3wpWk#pc=vy-xb}r7D`Vp_ZWry5W%10)7xgjo z5qc|My`Pc%(E6}s&id4g(42|H31CyE1XZB0n!gs`H*GQW#AEZ&lj(q)R&> ze2jU#KFW-eC9D<^N46s)jY2KY8#6?yPblx&(y~C$uRP6_?wQFXn;d_-kd~Jy!XnnF9gd)KF=jE19|lpTP&bDv z=q9n^AfFR_uFk1!?c-x{+wB?Hu1MD`r2{yyWDW-~oRrNl}yco%`CapTraRiqCj)51%B zgl`BL(%k@2<%C*tD?Hl>E8|)WsP(k*%e;d}RM6egnwwK^2ORZYBa??f%pp`*PnIJS*WHeI5j1e|=zjT@TR(0G;N!ifwmEQbA$K!*du4o=iio23W_*9|2Se47 zer#kL;m)QZq5_vBQY=%m`;ZGejX>*EA~r!vgRiHK8+O^nns4+f?i%=Jm=^8AvUhl! z?Lf>`Ne4_dG@E*!AXO#~;z&2ykm37TKGB(qe3cOFe?e$qMXlZ04quxjaIbm)iL zWD#vxuR2AKCWtcZ)-aFIA7F;b!*|yE9UC&S>;MiN(M~hAX3_AbfD0+SvB|myc5rY zFxnf|6M=8Ko~m;XND+UfwOaQQD93b9<@2R~zCZEGV942W@{UW0OCWU_Q;GmH{>DV| zDYj6w8v{vP+|^-B&W}D5Htc=!*F0+c@lpMTm6Zn$9tLaVN@%BkElD`TR z#k!svv#gQF_Te&Ts>Jz9u`@2y_(y6ZYXOr2Z-4=F2w8<+>pZm|uS-vacBgP-?XKpr ziH@l-J}I{5iei6)ga1A0B8@HzCF%k0J2UudohbY~I+d|`UR*}2K>qy@scDrLm6lzU zbZMZstZjGkdAQFG*rx!2UIW~Ow*1;27HyT-V;bYUd1ETQG^Nzp+fC8ovI|6E(^+*L z__+hnF|(q)k=3Zm4gu@4#eV;3ebo1Qt{_B8K*ma*F3*2wFYDX&w3M^N9+hP;N@@l2 ziDVT*a4gC`%zsx@8s2?4SUZ41GZwBX4h0a>eAsMBkt&ovT_F7lUMQ_R$1F|9mC63} zu7Z~^sFQ!}t%;T)gEzU^ka2b0%@HE)#-CnYv(#S#-UF$=XMRLX?rJ^z=+s7g%6r~0 zp>4E9B7T3vW>EQk-y!E3B%(LNo&}wX`|-!ds|Ose`5_z-Gz?!=#H+hi`&q1nNEleV zRm+9LBk^Dg=PR}6UV}Jc$>F)SHFhm-ii=d>1LlAxHijw*BJ9dzDMg?t7TxG6Zoy1w zfREgTsa)Bj2i?za=LGljr^(L-SRB`~=V;kmJ#v3gCFUBa=!A}-Ct^rW!yOg@kkNet z<>m6Zw~WJmaz~Qw*j2i=(dp*iVdI{(VkxY}B!|z4JQSk^E;r-{O1dk6NGJ`^Mti{` z|Iwkw?K=5lo1U`Zjb}X3x338!t4WS{@%;;5%X1N~wh!5xbiA+K)X?toP}`R7NcQ2+ z7nOhKA)30T?4AtBO2P82+iBANA$Lvqc*iS+Bv@~LcjJb=V$(rgF#%Qvu|k+xGc&@k zy0)h6qDRC~&vbF-NXo>yWB#_~qUzz@XK% zztba--W;Zy1IvaC}Z(W+CY`O{Jtkx=yiU8#yh=8LT`Wn z5BZK~XxEyKjfU=C1LM!eZFOy){Mv*?l_%5_d14kyPwzP39PN`f_eIShHtR@PS+wTC zH$D|>; z=9e>E&JRIF9xAt~^xP3kKI=Ut2{{XYII6Bq6L2wLrASZa@%l$1 zp{$Hm#1Fo#OJ6Q?_;;-R;=NZu3J`~m63QHyuKS~Ggip7M)tUKdAxUZnGj$bynv(9qO|^cwdi70 zXbGB`3}7KRaOr{R7Jgr14*@p3ko&A#q`Am*VT`ZhGM>p)_dXf7_01G^Q>K!l=;>5T z=UZ8u3_7atO*3n0eZ5#~eyx8T3KPP6r2hVGpG9QY32{Tjcqj|lgFeP(_8AAId+WAf z>FrbNk#RE4g>8r2nZY`!DX!bZU2*|v*f%*<2q*{YSIF2k@8QZy=W%*{g?7zae&u-I zwM%aCmKJ8H1I)7q`7h1@ z1LvO7K}VNJ+Z@%XeWRg8_O)N4Tf}SubvM$6!&-9-ds&KU*$w4E1K5Qsv1Kg?x)&-3 z%hYlVZ)>iJIg4&gva(QYvni7+>tpY%!_fG>Jd5erQ5q7~$)zG@5*3{A4r59)o&0kh z(}SGiZy$+HFZ0BVTbX}~(j&;mxBYN%S$z+M$_rJLDx0O(rd;{P%85H}&PoVSK1E*{ z2+i~5o)?(}t5JIlr%Dl_-F)vVC#0s{Q z3+n*R)7c839Uh@KUc~~rwK_Yn#;6zz)TW?j(m~(_HPpmGGYN{aEqfz! zG1{RvM#XJ!% z6o#~zSst`(dv|{vOB}OsM=P`!2TzG4Y7uX38B)sg%~5~7>oia1t`DPmXP&Gmg7dEBxi9G z(4iw)sJslfJC;_TQ=B|aG=q6W-#`^ZJUhNKlAJO17P)_s5M=)7g2VQvz2tO55g6-e zx|!GVUfG(ZYVu@{{^Ln1TizQ7o>>YeMzsANnL&BiHzo3qwnd+32tC9)jT6Xbd!045 zEP!VSvVY;}J}mE;WHj(nK(K)od}PXU|R9)xWUnS7~Bf1geRe8;l^`i$g*$Bpr4cqP{h zyJ+Fb9oi!NZ&dW3shqkE)M0pAgr5jh)1D4B(=m3YuhWnCbWWcWeckb z*@ZK(^|9jYgk5MPPf1bfT6ejpiB}vK*j@UigNzBq))T8A&rg5ySie)Ue^vOi$b8`o zJ!I%^?XiV>-&J@_VmO0TYyxg4XDkVs8N1z>y8<8Aob;xjY0`fGlBrVqhc9xmH}(Z2 zJ}ZCdoKDJZ-r1_U7b&s1F1(g9*hd(8NLMdwWv`nZ-d#se+@+_%=&}U^J_FEk_#gOh zg0OB`4EV{dmCEeO7`s?g?{J^L<~F`!K#H{2mdl2gyyGXKhTF(yDxTcNp7CAq>UuzZ zs_Gl_V&mQe1hs*y?JO@#c~^dN%WChDvqOIb;`OqbO^nD3lfr2y*Q&yV!yt+F741r_ z_t!*4yJ11$Q|WfyIn*f{8`QI`EzpR}c&@txbtJ4WAy0D$J;Krrj)h@So+wzmsj1~7 z33NLjO4UzyLA;&oN;iOmv6U`~*Gejd3on|0Wg>LlR#++@#z}=$%)zA|R+2}UyrX}u zCs))r_O3uo{;Z`z*VO89(S%rtXbO5b^$o6d=*YW#CXO1;r#bz&ge~8ab_^?7d%x_h zz*F3q>VE1S;#>)9ikUXFvsEajoB^J}VDd|IJ-jB>-5oZllcdrgcXDdPq=Dh!+jk5V zSsn-2r85ibzZ~7z>w%;pnkpQ90sMb2D&E#*mXwStmv=sj`eCg`TgrXAj~?HTx|)BY z690lfuDtg++HWmHd{+7e{{iRM(gq?hmp`t*Fqyz$U^JAFannW3#!QE5kCs_gGu6Pf z_LNHcA*7_pc2aLhf~T~4z4kF;7z;O7!EQSV5aIjS^!`SI-z}=iqi$=|fkyy4!%sCxCS{2x1iSZBcDOzMxBQFx zx4XszOfp^Er~5nff)zt-!I6K1^3KGO^u%=YstqZ(-Wv}dBcb7oq>Wm3p9&6|HgvS; zv8~QoqTy`=wdNkeZ zjx6lOn~tmq9FDzVnY{*-w@o_qwt$A4souPLRay>b>NtBzC5@W_{YPGa!IO3r!nUST zIpU$s{{WgE#V878Ze*90G6D|)HJ5Sd0TdE4GC4R3FHB`_XLM*XATc;GF_)3W0u==@ zIW#sjlhH&cl|BOrf8!9`T^e_X;KAM9oeoap5}e@f?ykYz-QC@T6D)Yb<;fY+A?)O>#ti9HLt0_s9R2hZMKqf#5kexFlD-#PZKvZ5$nj65v!p_9P!Uj)Csb=YH z1N^rbo>Bwo=wu19CNK@8M`^ZsGi%=0A@B8dF*TD-RDB!@t}C!nQz1 zOH*SzfV{D@1<>|Aqp7hCKow+a33T@OpAa4B|y!>(&=xxD(JJbo3SGh@Gh{iGzHo@y?eOW znE@RE@5uqG(sBSrd!XIl#&UlfFaZAD8vrX4>wm-j+xxFTmUjPgHa0Z{+1eZ1d05(+ z13p{Y00D{;a!k(d&I|x!JF~wGjcuGj@BYTF#+Ek5e|@k6TryE$pTd<_-n{?taQ*jK(ENL4XaWD5K>_qW%Rm6lpV8N2;bbv=|6=|Bya4}l`TsZfe?|F! z8~y)Vkc5kk&A-$%|I+{esEutcZ9M*M@IJ~e&hKj>4|-n?yZ>vd3H*DN<$-3FF1G(y ze=F^5{JtK-cINLR&dAEa#KQ5n+|o(H(j91~Wa(^b@%JG8=P2HD*jU;Dl|W9Gf899m zUMwvCNB6#Urq=Jbiqrdn{YwRWU#kDjD{f~BGW%=$*f>7|j2#_~J>cKZ{~d7xJXzn@ z)C}nUulWWrGueTh-(3Lj9K8XbL5}c$e;w;bP5`s;U!uR!M*y?PAH)S<7X5>`0nB25 z5D$P^{J)5c1;8xv2eAT}CI28c0JGE|#13GV{)0FG%rbw_dv>`$=smmqAM~DG;SYMx zuJ~WX{hnRv4|>n1@&~==Q~iV9^Qrwo@7&e@p!a;5f6#kAt^XpPcb)Mc^sY1ce}mp@ zG5s&%c+c>DCEEV6{_9kk&He%3y94|$d_Oeizvt?Y!8?J^f8bxp@{c|HU(od*0shj1 zTpa)5|88Rb5BOe@#h?1#Ia_$xTfE=*e=Oc*mj8h7C0YFgzH_(!2Ye@Q^AGsW-u4e< zedqcoGUvOi-TN5-L;p@5^rx72e`nDDsNc!h|53jOvwwea+1UU;|LG40>%XOr|I;>( z_p0sRFBQ-~TFv@S{U42Cedp=)r?|fm(DfgU;CwfCdcTnWIK0RFli~daV|KQ11pcG< z?*%%$f&Ss}PT1ui@V!^A|2WBa^M6EVdynVwr~Y@_FF?n?gZGs z|Np`NdfNhl?m$!c)g_QAU!YZ8V8>&PFo7H6;S?JO($G!#9h~NYIG*c~a)2oR(=B^J z#ENjw!uN=$9rQD{(zj-7Eo>HRgKe+02wv>fh7Rb@Ci@ItGw1@(XHIf1Y~N+OyLF7% z?aa)vf3&EKxZMfO)8a5Ve_S6fW}Zm$Q?-11sIvG0OWkzNga|Pe6#Dbh;8MSR^=BtYNML}w)0soCQ zT%{vnQC?rcjJre1eM4bO6l#4nls6u-$<*hASj_fPJUl(Kk*UW`rpmQ2D_oCM2n>m` z+>QDaZuyyybq|1~e;e{_Wn3u%2e~Shy8LjB%ITsYr#2uGxbFKAB0%LqFb?6QXPLC&gh z>5;O6@l~ZwuxKmsz^CWt=gBIAtV<6hmi8X&`y~fiPuM5Yf9h}#4$wZ61;%+4`;3hQ zeFU={bWY7Rb;$e%(;|TIUW2AThD{?0WtC?^QKBYWIL!9tBYdE=jCPZPJfF0v4xhY4ZY13%IIJ^C_hSv3&2a<+%ebVi=@*U8hLy^m(oJT%}9y3A+c% z7W-`r(1qS0e@dF662k#Ep`& zR!CioUT8H#wYL0N8wOQ=A(TMQi|boXDJwX^Wr*rXw6C7Ht{T8!i%51$N68y#74k*0 zOq3+`u>H*x-fu7cNst&W$1-b?n3*i$wPUsN+#2qXe-62~HJY+r#FrwQqbr$A5uHow zhuc@bjstVj0L{SH#?hHb@JvF#P_yY5-z}$%X&kI+Cyj8q3xge!aDJ2!vN?)5W zW(~eiZ!fctD@wBV8+syD=)3X~`QKGRpBdTUfA=V1G;=wR(mH8oFsbMA%}HI0UN%== zUexvZFjXk#dwUA_FFD|>;w%SF7k?WN&CA?swq0IIO{oi7agJ4k6pv+D;zckNeWT6& z#@9VkD-RLQxy<>~5yFzdjhEepeWTj%LcVIey>b%I)!OZPWV*Oa!N!e}1J5p>iBhouk4xL@0Z=!JqSpVMV!7C+`89g<+G$TeTB zmxtdvW%=rh%O#RuP(^PPzV+-lh&GSHe@+BJnPPB6j^yHu=gQA%e{ZJ}r(xTkrEaFs z6yUrst)k&7Cs|Tl3EJeoU0CnpXA|Fc{V%dwof2oqxBuvK5C#QIXo<#bVnELx>8p~(t#v%jy!kLYvgcnLul4fh^|4u_C3RWA!=CXRdB8G9#4#N7w?fMWXyydG-Y zLDvxEAGjRgs=;Fsw^(`7Kz%Z8AUAJQ{kx*~@Q6IaCv!fVSf2Vsus9K3{PVf8gwoSY zaHeINB9T#_RSI={^9a2he{1^SzWw?aFQKb#o0Y3yZgm|SFEUieY#zyVt5RKE$6 zxnnxAWvz=xI>!SP)NLqwlT?+@1cWA`O|ufT&N$9&Gr>xWF~hnDlwI=B%$2IKLp-d` z#n}!|XtkHH)6&Md*OdsBcVDqZs+usSItRw|jCh)?>nMvJ5^qA9f0$JehY=P4NkF#0 z6VV$YG-HPk`OLn2$>{s3YdxWT|9O)ZfNiADz6RSYW!3g+;MOndGCg1ki3XT2qd_QW z-$QA5@fO<&N3l9xgo!MM;mdP0;{M%3FZB$rLc8XN$!t#%Kva}i?@{ihOW~p)*7KXA z1TWhI$e|_NWenMq>3Xx*pMQ)9VBkh1(0Ll&bqStY58?2&-lO9Zg4L?MG$>teF+LX- zTVO^oLs%IsYjM$(SjB>DmFs|{C4Sg)I7vHgW#|rG=ajge(o(gf0Io68Kb%X|Y?Y=r zL@hif?(5dI8lmpCsZ?J+?EMa*ouKgbmtDPpA1gV7N>NDR2(vHl9)IP#A2D_%OliAZ zLS0kVZ%cH}O4K{DMCZbb1TAPH3Bb)Cyho^h$fT=Sfl4L(;cc_$;E#=+TC8g!1n*70 zfOT7~ehZ;jbF7!vti4c01{H!$Kc+R(B2h^{^DV-Mxa`IjtbdiuT}EHp`U%JQJ?u4x ztnUq)$9PUdLTj9hx_@gycPAl%(~-Mwb$UcmL7-5Q9e=(}$t2afg`DKKFdPf1cqFzu zGp>6mq+S>GzT}WJ2h?)vDpzJW8hLvjJMDB?02dpI|64-NX!&b(&qH%L9HS_3c!W*s zmv7XN-->3E*(nyvyeE^(&?6%bjZHbY~i`sgmxdzO-#Mv4TA zXe!!Mv-rD94V5rh#TJFvBF9-hUO!QGP7qSuN}>E*qQkDqTt6(CyiYONCHhSW)wY8^ zC;eOF(}v2SWq$@it@4uxQZl<-hnuuVeYW~RQ}j>uJaeM1xz7{lvI^Nh6KoZcpYgUv zpVZ2Xl((QJotxFXtKDy{O6rUuWf5B_xAgSX16$^2T45>H#CV551!E{?PtT7QR!y}B^|eZqT58i9 z@Ko8t87kc3$hzOEu>7~IIWx%|f+CAbJ6iZgyB)(BlTP=#HOxBFZHYcUDoDPNOoniX zFL=mg7JtdpgM&SWU7UW7vI=lcOusIE3l!9@&d;%Bwr+Y391ipOW{< zWPZ|-@mR3=%p8u>wPrD{YN2?FkF#mb@jJ##*@X2S$z+J_S~+-nnloI+O&7`**Ia_r z-G7hHKMkw8DBc|AstQJhPvxdE1{6D?tM@w*NGoPYq+15R^~CWU2gvOs(@)P#oRTjn zhBUmfo1*Pu!s?|A=pr39sINRw^Y(sdfO$n%R+ebPCZvW9&P^Wd)NhbJf~Lz@8I&ze zy-(+AxA1L$3ujV7N|*2L60`5!o;9tc7k}=HRXH9z)>)NwL4vIPrS7SH6ZG}_SV^M7 zblVI5A)>z=miXqUPrMlC)6jc$j|^Y=$3lw|INBPXJ$|F5Z*(3Bv?ez$)Y_Xp*z{!7 zf4v?B7clLS7q1zL!qRepX$O?&;Q{d(cR#+eRO>8DI+`3w*CPkcYoZ%qE2k#5$$uXv zN>SP}r4K5yB^WFUSD=?gPT^#=PdGn2x0^FsHm#j#Xbv9|lQv57WR?I)&ySmsQY3~6 zB9V$Mz?rXnGOGFaz&G7Q(s0PU^1ArYWkGebbotD#!ytTB0kLXn_thV~-mc#7|9)3H zz1LG)Ppf=5r$Y7!)O1kZtlNk)PJgO>>}wh7WPOYc85ri8**NIbL}nq>r%OONWrJIz z0j-SLpvf$rF-frwk(IEIL8xA2R^bpIV*J`C?&w8NPn4|&9=f2ZsZRBEA{1V$o>LJ| zzzn1Yhtx<90G}4o$cV`4w9B>F2XH|V{X*?{I0l8?Gh1Or2nWNdsU26>Jbzj0F`+$b z9=tkwP)ZAjzsU1XVyJW;Ms(PSm#M6tq~Hcqvq)t1&}@iH%ZabDY6r_cDP0yqMT5W+ zf8CUD^cAsQ>z-T5Fxdu)i^j_5`2Yi_95y#>nsYWg377(UvM<*45272W#i~Di^Sa#M z+pY=6%n`QUAkEY>h;Hc0~407l^lq^U_qy@EX5SH(o-8Bzw~>=RpBU zs?Vfeb5VY(34;)g?BlXy?VW`wHVpGmFae5WWF0FVmBO&F1u7dQkfY}2&(nsXXgI&=ptWAG;U*Js z8XM=qvt!4Zq+1Gbks*Fc1gO|H3A z_C!N{%b%-3*nc>rjjV9xOn4GrEsbb#n4!PuE8TZ?Mb{TaqPn!WJD?H$5;dU;lAyUJ z$LjYn{=QejUcK4NCQl zGNZ<%enw(DSUg0PGwnmqz@R$sKL3KT>@th4Qs{Duw_9~$QG+)%I?Tm)hvvu^==gwn zabF~@^<-xB7HU{Nz6RwK`ZD<%<}!YQn%b{WzNASud5NSCS%2Db!Hj_O7O5SZVKWOM z_F=1YDm!_WiG&#+J*71oOWibtDhh(Qye@YU9T zeE~VAE!b^Fha@npihLP=;?ARlp$N6_D<&U&$t(DBfov5sPj6a0FVTXhG_9#OubKPf zaBEkiJ8~t-iGLaSPhp2~3^Lkio@O@~4v4hdCbW%j8)50WMG7L>Ea5iHIrHH+h@`AD z6PwY7>&P)Vj-6V@Y+c*AeYs|6zAbmMdw6%PCC?MCrBX2!60FJHbR?)`P8wE%w@hR| z_}UPjiB82)C@ZNgXzyp*-`-$LDf_rO^bLXf%G8}&-G3$Q`VU#>VOsuDg|_pCBqc(V zP*U{Kxsk1-Y+kJn6(Rod6s-7$`_1RpN%)^{c>IImaFVGjE=YICSGui=?n}zI?^9C4GlzgIxYk@bEZ5IGR-zvAfS?SFAd3oFHV*Jg)KW_kk{C@pjGPe#m_ z*Q(JznQNlxjCdyW^fE?fhWZEXlo5zWl zEPwY2QW>$Y?T}^t#cT9CnMH(0CVS=~sQ%JOn4`uii&QR6ih;~TM6!Aiu0D_7Cmj~M zy$-AhJWS$1f%w!PF>Bb! z?x}Ym#JQ#nos1QZ6{EQ;PJh&B5|*|#(|=mY1l=kzz!VCNx4{DVHkRV_!_d?MX0LAy zs~gV{xmB`9-s#cUZbI^-PdO|6gJv!78`YGuqW(9r5gF!R5N(5-u-232$56wwIs--unHeL1b4<3{j{i)|R#T#M@c18bs4{JP;G)_(%2WX+(q1jvizoT6mmnha`u{j1?m2St5pB*7I|=A zbk}33Gwh%ncI@y;OMD$4)x59@9)Cf}{7#;RH%Qb=lQE3G5FUx$t`2>1PrDrENZ^k} zJ~=Z_H)ddVFmns8U0KdW(?U*LmXLVadcy8@u=I3O%wD0Wr>D~@y9|L~3^Lw>QV`;&lWs(lWAa_<?;65pI^MhTsvexySbQ7}mvIBdZ#ka~<+jCUeOm)Q#$kVE|PR&=2j{>V!j z6jC*Z{4g~T#0nGcXKZcvQhyQReu{WhFeh1gvjuRKhLO9$`|PFSbuV&wQ>Z8^xgzRH+c?uxnvxB8HN?#)KrorISQz0#M`D^62Aev=%HR{Il>%Dzj10N z?w<;0D+`z1I}C5_v~Jya`y&{-({yxfI=WT6!4j{7GDbVnqBXt%Yo_K9^GRKzVkY~9 zQa*!~Azlu_`QTL!kAG@Mlc%@tr$vZ#j7dc7y7`{d7KZnD&6`72G%cyVscFve3gpE5zFx$jgP*_U#B#{Cex# zud9MwM#)U6r9iKCrN;9njQm61Piu$P4(WF;-O0ojKgmrhyUFM<1EEo=4ZftEHj4<9 z>oIwYQ&7x`$bX5+W`V?LOuY;dk<`DJfD@!v<~tgoa~F@`_cwl#f=RFJ+U!o#@GA6{ zv#(FHCdg&wBEx=Tr5?KAEm;USS(p2jjrWqQMp7JnDxp=xCq=dU`W0Qa+)wmNqKT-{ zy+HyjRcPAO@u`zNj=32LTgauJd@|r`umK-I-h`k|zkkP9L%oiIJf3@m`0SktkPgmF zX-H$2kqtcQkMBW(!If&phQEE7P=!U~`R*%I8RR_ka)z&Wh8RT4A7(HLD5_`bMRtk% zIEzca8i1Vj!N~bgnEYWs$#0Cyl@m^E=YA)2;j2iEU=fo8zi(~-EG5)6XVAMWZ>>1K zq@n)7OMmV2ys7|+13$&H=daY(X*;%OtVVwOPME9D{&>7kyy`GEbaECpA>U{|f%r_N zcvtejHTvl>3ZdfokEGPTHpg|8+Q5Z6Akyhe5~+J`p;tj8b+0+&1gmCE%RqDc-1vu( z^v28*qJ~K;6!WHG1`m^OJZzSgt%25rdok2~bbn%jp&?T|o{pDLF{A#2=bUk+HH7Kx4)i9SMr%iVJ_G%C)O3}-db3!dp0;5`1R+e?NSYcujrm?1h3D38~Frvj8p)E)iz`mgY8g$RVBR z*f=(f{y4B3TVYLT4BpZk^7*M03{HCqm481eIi(z3OH}}U#XV{X5gQVbb!HP;?WQP-;jJq}-*XUQteCX9d{4?P z_QqLA0l8?mpc8-z9FD?RAVM4?H}zTbI_ZfiYs9&pa`D>W$GY!E?dq6R*@ny19~%m7 zR!UJV=L6Mch38#<8Lw^!yOvGLcYoO`wu7@M<4N_3)eNI&J}(DCBa0pxKqh-g~krK4>`y}i#&Pa2!xlYglAOu{CO zhPdW0;aayHI~=V`=bfoEow*BCC4J160<$o3WyGsML@G&P|N-x_f_WA-sEalIAi zGBtI5ht}GM{+yCC5s0%2KN&r>Zt37Vz4>gh?>XG0b?tAYKzo4t*SB*;_Np6uZ%XKQrm2(mNAKDsnS zfx0}^koG$_w8>8udiaJB57{SvhUaVuC=^P83&wJocrCA<$>>YTq=Cga1& zBtQ2NPbJO#u;m6MWPgnq7<%rvRy(<58x0`Ih2TC}ecyBTwmv4joIS%#NHlNcxE&5b zS#U5jz{UDuJy0^oj;cw)r>PKZny*$K@Vr7 zg4i{OfA=Gr=i?-UnnVtQD+M0nJ#J2wxX8~hUh~Z2^%feSmVeQk`Cr!-HuZ|mcQ;?)Gl-iNgJ?px*DW}S?;0rO1bK`j) z;&P?$g*AE^r}fR?-SLD5uOJ}szWOr!+~Ej9_-GuJi_9^^caVHJpkun-0*GvckN8H8 zhiV?9^&o#@pnuoxdd#w%pl`1?zzcRvKA!{sW7jW?CuRJGNpqint}c0%q)MuaZ(yeR z><)%vex}4|?EqYX!eu^LcfU1iIXEB{8a5vJSq)s8czX|n6VrfLS96ukP=)ODXSz%K z7Hr?pL&%=Cg?VIyTxBC%bo!TT!J_0**~qLAmAZ80Z+|M`)y$p8yl%d6HTH18b+qC| zl0lG}ML|t=(=GX;9lH=Pl8I)d@fb6NX*xL43NY~&8$hf`h3xY4Do_c!>UuNQAMf&d z>6#&hNSJ}}?r|C8D8?nH{JS^&b>6fZf%(Aj?S0&2Npi`t$Y$1{pA_TZNDgf{Sjae6 z>=#V*wttSOo9}S9+{w#p!`?p(U8+eII>R_CIs>fNs=*o}=<>V6qrR`ABOO1Q&6fTS z1dfse3kM#DyY;)qdhv)LpjjSRd&NrluH3}Ct1m>Dq9A0oc@%7s5g5s&VSmA8-#IHm zpdKY2lqShW4S_H@u0PC@QIL$D(b)Cy+x1lPj(>{K$$g+J`8ZCmr?YI}UoCDh^nr{? z?LgpBkYuaTK`>$v_Yfl|?dV0^l=|i?!Q|91KBm_uq3k@OU-OdfV%D1%Mf}npxMM%v zgmy3Rmy3_NK65lx*?1}h_OzjQxtK&mzOn=Z(YGU%+;d*_lYq#C8{Q#S)7QCTMrl(L zE`R9#-pPn06pbRepry{*O|1*Hdi8cTY3B@p#H<%=P&wQl0_7e-hT)!4zwQO0P~Qc` zP*RN`>1wU=kIscJ%wLzN{F3dSul6$MVxVSAX~y??q}FER7(Lj>%iC6$x#G@-RA9uw zAUm}lI^uB)-88Q^;m4mMuLwCo1-9c+*7PIP z8`B>mvub0(;81$@gACBNUYqjc%?Ky&jwSkQF`ZX#%^^>YHo-L=$5F=>^=h)=2usq- zq;E~v9pq=govj<%65|Z!l;GxQ>T!3ZJK%J}mjl#ynX;*y8%8u9wd7v*bWV}aA%E-o zV?rOPrj<6p`aK^3to@aKQ9qIW`x)Q%iRM6Vgc=t{`xT7N#&x3`1PU*Ozl%`3Q0~rI ze8<~5AT|;4de4J@pyq2__>E5V>sl7Tdj zp9>53vR8#pH2IL>4DtqNs%dRa?SHlnd|xq4vs(Kqgbh!oEk z@hCsKR2P->AJXW5$0s-D5dZESRFQjhz{Ta^#gaeZ+%CIrKc8lWnf3Iory=5ZhAMV2 z4@bGiQ^GGq%i%PuP+mbBVj?yRprCoGujy7NRU1&8US%$6am!T?lZs9D_yGh~hj{Uj+f{Jr z<7vjy*QnCREKb#LzlIB=r+?aKAQvu#r+lA8FqMNHc*1iZgMK&75Z>Z=;Ze$6+dL%{ zkaj!v#Uaz?C%z?*5ypJ@vD(7QT*Rh8`=q$b&g zM~uaU=s;f_EF#%U0j2no6#vgDz_Ycr1>BaZz6+W zZh8q63WmFb$PV|*sedZHk-epc+PjXPIN~J0ZuwEhg6KhPaMBVsAykdHS@5cH(uF2j zP4y~`GDFtI_#B8DPSwe&+y5en3>$suFG3W=JyW5wxy8GC(yf}*B zt72N=2xo8t+9s2z7JG7C(mGzAzD<7`l8j6Wr?Ouq=pkx%V1J4^SS(xV$DI2RlWhmg za=^)YXCiy6uA_(%xbYN>8`R?2%?9`N*b!Vmrwf-C9ZPny30#&Lx91Pp@zu%5a2*nh z%*M|qui!W~4(?-(C_3M?*iBWtC5=U-kKF_JImurlb{JER0y(IN5L4)Y4PF$|COR|0 zwxm6jCNOz~&41|+j?L%=^d?T0jMKFSBfKLEsQjj|f=#Jf_h(X-ei=JTZQ!%lKD|Mk zwx$dl6YGqUqRc4LUpUE{LKCCMPHmx&+TkW=Bf zz&}~!GJj{{xsuV|Iy|rXj`*d0v|E9zLm74K2605m98TkE#6PdxjA`elRe6+5_wBSG zD>^HzdhsC@H)ODO@b=ZW`**?$rhga^$M+v|ZI|!WTC<|N^>^iM!Z}xvr>{iu9FO}< zcGSF~)qAFP>)y7;YJMITaMC*6*RsnX`?WE#uzy0GYs+E`A_c3|+vwvg2YBw>3_f4c zzODskSiiq$v*714o?8}-K9}|Nm|*M5_9{X;vb9qUWaT97`!7DbsDen)nE>LZ)fiAB zp9Ny)`eaxzjScuBhUj=Rl1FPwUSbv#h_*~jij;IwC~WR^hcwcPV1x5EnN7JKg2dNv zkAL}tS}iug#U1Pgu2d3szH|tgfKgGKffHUQ(dXO8TeQO|5wQ~qJ4o5^Y zYh)u&$tCb60|qr~0e_9q-J? zLR>2+0(9M(G!QmuNtdNbe5^8jDJ3j0(~qvKNzo+JLIVcCcFhASF6%opt-^Bc|2p7 zbe^c4;7fb-1c{bKs3p3S#B9aEck`yK0px&jK`Jje4vbJqz8{rgJ_KoTvh9Qv{x)FH z;>sOYXr=uA&9?MbWT-7WIMAv?S}nc0AisPA(thAUxLexcR`5$I*aSBzntwr<#a9kB z?X&kkdXo9P*MWgo^{y1p3|jFVd0~DH1-}?sTWSv*bRVWl+4>XF7w64m9|sEx>@R38G1or^hAFUwK}2a?9keQ5ohsQq1X zXi)^R@K>U(<<#`JKQvS>?>Z;)o=_18FeW5z5= zt7qGa)MqQHxG;!zZJ95pC@etWNk@5Ig(aCWPc#UwnT7LM1Rbhh2E_1of2if zC2m)hd}KQiG|=hK&0598QPzG6>6YTeC4e0l!$|V-0|=R|Pd{$h2)csG&iij`Ggw1i z79)_EjaaCyF=snW#zH-hDMg)%Wm}>{uQdIM(DAv;WQ;#__hHXm$X}`kWK+Tht18MQ zja!RLe;XDvyYJ!~Su;%)#YcuFTi=VzIr`{Vck$&RQ zMD~j0^zvOWO;-+zR=0<~}qCb(`Q+k7F$rr_! zg+0kMyvQ(&$Uqb{QcONyzb5z4Le5Pw;Kv`P*Frr-wE<(E1sJ{f%{eGuW@tlJ~u@@vlATQq|5;L&AGP?JG>-|>2| zCY&oEwL(~9_w4pUlf#*4bf!#SYi#JXF|G#iGn@n#ENDTWR5Cfp&c3U1;Kl~#nlJ2~ zl390FHrHnwGko>L?CWOn#A@S?=L^@WpPp1 z;jo2$O4SvY$5CZp_qTHDT$=!EK&x#)yS(qBDNSt^y-F05G#p?D7C9u7~bD;QvFh{M!-oIaiGCcx1 z#eV?RLd5zU)@!l8u{y$Jo6q2qbIwSn6U$MMOc}DJdma^MyPciK`uD#~9`UdiYnyNUn{MMSPB;4lZIq>6tQkU7Rj14S(C27M80M zrY@rHn5!M4>T}Vz4|AN8%2Nr~8r{K`djb2j`)C&%r-xJU0xJ>M;3Z(a_@>AdxjJO_ zo+!F%ak5`P+sW%C4fUhJ80+qpPo;%)8y?;KUXxN#pB!s>rp&;P&ulgz*j+crNt;PM zS)k@rp+%g|$`3?`t3tW# zbmupRWDk-!AIUVX5M3I0Y=`LLA=leq zk7OC(#yiLs)bpCTduAr2{G8!_465O=BsZ@}$`Jy=M1#%oASrMaB4)=ASqrf-k;XG6HbzF`P5q#qgObdsmmWNO;hRQDCS0!&)n*5Ryr!|bb^z;h%l z-WWao07ha^SATKYj&STI^p=!yBc($G%I=~K0@V~(CoL24N@NG*p_6!7<9I=eOi}Zt z{1h9-!Xp{Zq6eNWTg1S0C5oGq53jwXwN~Y?+27mK6EHnK_@lMz$A0xEgttug!GkxP zSIV?0d?uL+=fL&Q0z$m(3=1d~{0TnBAjpZ@L1Td$34eow=`Gmt5W(~BT~<=Gd$)%@ zQ)bLHA@?dm<|{Z08?bQNxd;JuK|-O`H5r{X!_O+BI4II*1XP=}-xsY9ji|X`MK&aJ z15Mx|;?ZVV!)Jw>x7_wu*7}q=n+fD-N^dYTmTL19$Z_kN_}~b+4g^MWvPn*D(2a;R zdS(zz1%J@-w=?Lg54MofB-tY#y(F|W!yLdyoMLEeLLa>oYxlma#R@e@E2%j@^%NX{ zSyu+1qxgTK&J1Uuu_n{eGBL~IyVktQ7HYXm5=TYLuaAB)K!rk+TATMl(B5xAn^l8` zm@6(gcB>mwy;ahc7WJN4ofFbZv>Ee3_X(qQU4I&Yr1-f?^?csGLa9ky;@F?Y;$^mjy79vhPNV7?mzvX?8QBYO=Mu@RaTI^%2avil1@_GsZKrc%o7FiXuK z)PGb9;t?L+BKI!{u;U4;b&vK?g4)gK<4{-KePp@amT`_f_V6@LJ}A6OoD1gJ_`B`i>1s^ zSuWpv3bpT{CJnbRud%r7REmGG3q-lgTYn;CL8;BT?}}mFmiKrt@Uw#vbTX@FDP=Pv z{gD5W6PqKc$_6d!oA%Cdj(wU1XJio?2>|^AOI46wtLQkU-00jj2!hm1XBnPOv@l@7 zTS=X8?eNFWqh{*Q$K>tQulh=?9^=TeKjWv45E=ziYgx$qoTvQhjZZSakF~y>u-iv?td~? zlh%+uGrD8>5kV26jKslXvf=>l(SM$w#a7sLnSDeRWJ)6a0YRc2D=3vJM-J?1Zd^lHa@kVS~ZHPM9UUVph`ZMW}R z^1xTG=W)%~59)^AmU}s(nnt*&-6m1k7Nf5E^>(nNf##UydwuKMd;-Aj$y9RhmC@XK zqhPdrY_BI5LrqqOW75=@Wt531sbN=9?@kK5dTmbCa^ay@H*)yFH|ITGTJad4*pB_J z6ts+*qmbephzoC$+?H{xM1SfS%SxACt6FH02h`%oP|>!bs6t3;H-wUA2ewjuq!MZO!nSXUXPK8hA~-aE(0}%`_ryqr=*N5NVpe za%jlSUD@*(lpfN`5BMYTBZ=1HA?#FA2yXY(sNQz$D3oKXLm6MF7dLQx6oc2ssjmSm zop58p;!9%W-fdU3Y<~u1jHhj*a%HnHVVBv5ld2IKs>x9j{aO*Q25fZ;w}uJh{h0GM zT$}KBDT~!{+bX{CvNHC(6f!iPt4J5MAD^(|Gs67rLCEm)h0c3gj)Mx!FEXniUYEWw zEL)!Cwq{}FY9m!+n^fd!x8mHtjC3^a_!ErBhoQ7Y#yXfEoPYeY+=kb&FD7Rna#(S- zF2F4u2IZC!@@k>za8d6if#}UH2+|MTAGm$O!{6khSvV#z#O+BF{n!?c9IGTvjV}5vPWd2JM^xmz+#%ID8EiY7AjwHZXb4AiU^6PSL+_F zZql!?2nfzGT4(LHd*S1(hSHo!DM8q46v5u~1!G4dqw0<4usBhHpt4jlDEfSxvR$2B z{%JBHEY(jRUzg&@wlxobSn{J16=mm&!zD@P92KFXm4B{{k*Q;aSRP#THs@9i2T&S> zoB-7~9CAWLDt|i}6dfjh5iJ-pVrd*6EqrZ_avG8=+=gyDF|K^?%T?Hs?Hi+Sj}lHXP;8fKjkyRTXVW>#ai2=h;RjC06TuuK$(B|; z&xJ;TK7Yu85(@vhx9@jCN+q0$9)QUlhTbiN_#s&G>2XoNquC~?cCVjc-kQJ&DV((K zO@ceB@Am}=0d$>069joJbR+M#pM+%`K5Ex|&5fNGe3w(d7jfgpAOgoR&oqQUo>>P? z4cV45*XG^rC@^L|s8{7;@tW_e${B`~qy4hTB!5(c2IELBq(07<$%1k>sZEo*Tip+6 zlQvtOMWt?CRAbf@n6`(+62U#8Ra~xTS zvRk5?HA~P2u_v9JgW`cAcPngpa>;xom@DVTPtKKIY5bC1zM$GkOOFIFroK<>m?vt` zmwzW~bdyh&pM7p$QN*EKR$VM)Ih9@QYG3@wz-qp;4h?7jP)bxFV)N5S`~m7bS_Stj z-BAYisvCCrky}iVb}N8^SUy!m=+>8P;<6$!1c zpnh|$5q~9?(2T+w#qvO~A+5tJ8gyu9+kb*-qD3>sMrz;hGwG-h9&s+9TVUotd&}ZT z^Hwx8fW~9yRx=!Zl;kuACwWC-7aFLRQl;sZp7RTaN784%T~NN<8cj#~+GRh?cTR6! z)e7;jbN^d@_#zB5zI--M1(qf2CkxN|9It);MEb^yLKkHUEY@x#aI;kh0Ra+Wi+>|# zd=KfIsL1G*2|z#{Sgot^oA;&03c)c#8zi_HyLnVn@VF$_m}#JCVvvSZlI<(O@1i^K zlBB{Q$yaClxxA$}C1AoV&97lC)F&VabzmCH zDOX>K%@x;LkCd85Q0KW+f8e}1kADkB#4CYpt3$4j$hNwEz-O3LsMT9Rb4Kb&h0L_v z+sqw9rSK?Fc9&H@s(cU9J-@TdhY=i6LkUQRJsD_oy`Ay#cY@BaK%d@KxXH&MO5~}* zxF%*!$29eMUwFCgW>Wh^-qxX!19ZnHtMY&mzo8LzbtY1&VK=XJogg+b*5+p6;kDe)IMG7(TWi1e?T2Q&^{?gh}hDnF)DOy`pL<$q9a7tTCjarZrP>aN& z>Fjznt8C&~7Am!m?Sl7kaOJ%>#bUd-zy&MAb=Va`R(}`2<#9L(F_!?8A-@YR2P%1< zmKz|1sCMNXM4ws&CSlyU?PZ}ZX;LE^$5P?sF0~y&|I(--jNn2>*H?=K3U z9sm#A?|p6@Vm@Kc@qs7AAMX31kBgehMedX9X@At;ppiP@PMi z3IJ!X-!C`h2T8tCeuwDhgKDe(zOaVh;srP0TTJ7Pj^=t!Lq% zsdzP0;xG;AVSUe8aQM@H6Un^eb%8(1ki64;jXV5Z!1<~uJf(pm>8e>|F~k`|Tw;lY zqJ{w}J0DqJA+5to3S`VmLkad!w)oRG2=E~xzs&N^9Dk#5$JqLe+z#)~sN?#^g9tXlory4#cUQD&N~q z;X)n&ZsydW{pdo^o5SDuHZN2UJHR3%XY5S-eheFS`P+M5>ULYP5iB-EG4A2tYQ zd;;<9Tz{Lok|l<5w)gNwK4&9)U0m$yunr4SaI?dF-POb2Obh1Y)O4}5h49qp& z_%;PpY5QrTpxX~DL}OJec6sTlTA;is)qzMWl6LeDC!}q|5WJA>@z99Mi$?-BC>uaG zD1xSg72sJdYD5fXT#4RH;ipvww6W*E#VD*FPk-4woWV7V2rN^(+zHMCai7ooRCSza zfi|mDrV+@Fyed}j6#!>@(6uipJFfC4TCm2r|5D@;O<6jFKoCFwlT@x1P}qjh&o8Vj zeHX^3BZy?iN@f15*s;lso3SBo+Iz#^6@bm44-zJP7qstq8FSSQ204|_mz5yoCQnQ^AGyurT&;(k=L749 z!sIt^H@if|;IabcdI4%Qm)4R$Y1aSd_)jKUPku-I9X48@8MX~_9k1a2%MP&zzx&ke-u!6 z2~n6GoqcEf{`s!^49ozZ5vAFme`ImF62r(tnK=+e7CAgP20*ql3C%4tysHC{gu1-> zd{OXqEk>ja^3+Zv{&$fkGWI2$M1SV=8+;r<%T z!HiY6soOo@6J~D)InR^qx*j4>)zIfX43~1E(Sa^;C}%O!IfcQj&ZOI+t$L74JEx1-EHQ9nsaANid(RFX0yR! z?AxH%taM!fmWbvXUlE!LDui&^Xn01j`F^VBJk7P-A6hMq$0KtRRm*vI$anLhviV%X zvjGR}m^s(@(G-H9->FUNMDkqzVypmWrJZ~7vjHc%^!Gkaa)#Na1%I~aG%sWeSySHV zEmjMLgR~86+y{^05%cLLH-lFZE4`3;a4gYXGb+w*~Np5+ZZ~S;HL$df2*JD8RLsAd7&* zNJwg@E6XzC0g=!rAr(&e&sTu+?-Ca<&e{(Kh{5nt2&$q9D+H6$r=hJ`OW?(s!F3-c2d) z5bGr;F)UtK%ztMo-SEKGs_41?8=PW^Ja+ME*gSEy%i@O+I}3lHl+^_uy{=Nc4H=dJ zg2C58OVlGhEynl=hgu1&mcLur>2rIa=(T#?d`W;y=s26jhLOJ+ouRlld(*fvjS=Kg zKSy}K+fPL~I<^8rt$hc=?^#XIYp`svCp=Jqp9u#L=6?l87rpjK2TCAV#o|(ErF(lZ zo^U6`&D6Pxu*{nbH1zu^qv#1duI6}5$}YD1lMc$#N8f+@X}s35N6D>Wf=?b*jZk03 zaTwJnYTcrp(K?h7w!AM9lDvT!JBqTTULZ+6+%g@|kjFC@vfjMSXIvDj`4$ni2m{NPJX|{y5X?V1)&VFxLpAOBUA08ux?VXz!@2=Sx}-!%A6I!-18zK> zOn-@lcnSxdMispC)HIzJO>KIA_*G<1{^AgDCn#*2?iJm{6!)4V@-N2Z^=jE7$@}-a z61ui9Yt+rR5%t12l+ZM7PXy(NS6d0qFT)Mu)5zF~sR^SFkwSwD=z|^Ry&QHc{|;bU zf`5SrJ@ccj0%D8V;XcjIW;z&(Xu?GfS$`6-^pPx0p^th0g^IeQGatiea8|7ytPhdh zV>)X(x|$SVRkx*Sbgr;3{jgPUrdkgZ2-GK7_~lKie&zcF=@hcaXg^x|5J+T=uEi{( zW35`4V#*Ue1;(w)EdUTUd0<4a`lAA7<89yPc?*Tt4H?hlo&Fvljk0lbJq6SgJJKd#PgQ`jZ#OTwJON; zZ&90zB9duVP$pg?Ph{5VAZeu67#Qj-WRAH8z; zK(P;*4Lo~w8Qg?06S2>g`EYcpVy;Jlwjk9B@dy08`moVR+e$>|MA88oKBhHsXi-FS z9U1Zyj5wy$lER`$lM;&`>01;~T2tzL!3&AHNXR&WF$lO`Hga;{dWw zfPYDe2?%!2l)GitL6yoDU(=AZPvG<2B4ec-rOf+P5S_U>=wlMMWg*IQoEGMKocPHG zI>@||!+8W7$*GZwN~zRsG)WQ-Wc`7(se_oRh+ON(!xwQz`C8I9ak7jQBGYk=J-qf` z;;>Djj;=MQKcg6c1Mz((uyO!>SiqSzghw3uZ?JyBcg*LQngvQy2e0L9% z2MfEsK=DzdMvl*W0ru`muq#)-(+E1^=hmj@f|bo=^Z-uZr?ylmrn3kbv*qrL*M&Ui zzpf$?{Q-!Zub*Rdc&Ge7cs145yqdid~!W2oz-G&J)ZRZuVob%Jv?`X@){{=<#ZW)Vj?EKUss?rLxp99zC@JN zXTvBie2B+5^8v6WMv(LdYZi|6$ANAb)3Asx=}KKKS7$oV@Pylb=4Yb`W+Rao-a~R%!W_EjFN1@<#7#)!FDbDU1XGtt+^HYUeU$yN4j?qa1^vP!QG;7*AF0MQ z8YNd(A`9a5%f^wFpw$ZIJDhjOU+!&NM{~*E!ldv7clGT$2|7UZ*Zrb`u?c}Ha;!+Q zYGW@8aPz7joL+ly=zdSk1iqd`43r=*mGqC94$N36!s%G@8>W6rO`4;V9;TiJx|BQu z9LpS?rPhMjM2z|+s;gvCfmF$TZVe3MB_)oA(!YV_hS4b&U(r%5J_r5zp04Gin37u{ zOISFAn>eo#vQl!j-1f(RrMK=|Ltz|5P#g`d1uXhgNosyrnG^&S3eBZoIGS08K{*m< z)L_J03#XLVZK?H(PSD%&*!;GqXo(koiYZZ_nw|+1j`7GJxR5Z1yq{=aW!CVm5XvZa z(e2iY+mKts$OKho`%HGgzJ5o-^qMJ8n8GO4qI)(GbAwg|?KH%)b~(~8cxHnGM3>b0 z1Kc=kVUj?iXJ^~MTSOP?ePhg67H?zzefW04;tVBIl*vGrib}xYs*#-G0>jiaLQ>&Y zlWf-21U7nokAOSBE~q&i9zXrGXUsy&hL4xZ*~GkkzuOAmS&35eJY|pBRF0i4I793j zVzcVq7sYGjo<>fHu$&h(YE>n=pikd=YdXVVO-5j5Ub04;rVL7c@a-PxuVV z+X^>lgqL|lkhbTB@-|h?l4+G9wxmyo>cFmwP>$kmH=XxzDR8U5Ek)k`bH->?4<_?! z{v-o0741sg(6Am$yUs)lfB3yb4H}=i@6Ci>R$xGXFyXmihw3fpmHx{&8p3-$nR@IY zOrux@V&x`AeHk~uE;75fnpaj^dR4+9+l*0?ieWsrO~z3g&u=|km#gc~d=C${V+iGG zUGICHI%#9~v`uHRYA&;dkeF3=Ik20UR(NwtGH7SS-Pn;+%1HIf+c+Y}wJ5L=8UlFps|BuJXy( zbqW9%H7_rz;n8G4Tim36MD~wEW?RFu$+o@PHDk5wh8WcgH-#cL;7w$RiX*DL!Pv;q zjKWUSd!sHB@G#1l*Nz|K3)M&}fxO;8doca&V=!amepQO)7x#;K%>~zw$E-pnpJao< zZt=Xsv#}K`P)!>p3#@5-E4#qLApB_AnNN}C%tx$I`v;o8$2GO3WH%#H!8BLLeFTpp za^tEj9?4C_Dw+K%kmcsFi&}IV?e>Ut+MA7F8 zo>XdB8vyg&EI6;&YgvL%cGYnW9_&W>Bj=lxbxRwf_dF(ts+H?fjXC%6qy&>v(6eNs zR$|s9&Mb>^(##}P3TuL=ACLyO0y%hIy9o*iUB zFlSQvAfU>=3pVR1->egk_v{EhEre0wHoPy25}wtuTn@Cg9elFYE)96qeVz&DZ}@Rk z0o=dyxpxuhOpkH2=1G2m+z(tKs|4@|{JnTt-Xs$e2`Hf=jfu!DjvdDydKr8Px*dmA z0-I^&C{HXA>}=l!Z)6q#1To{oTRsX>X06wx!Bn!J!9pKTpzUM(k7F0?cmp^R)q*+g zY69RX1-*eZx(b5A=(Klck4`(kcyZ(V&95Z|aYUl9To?i{C;KON+PuCRMFDr3c(I)N z+a9G}7&f9j&FF-`qbF|be2>n&9_L!AsQA^2U1gGy-w7dB7Ky$e z^W((@lMM__=T<#_-x&9!5RRPOxougUJa58}1V`4jVlM9ZfYzgkTte=(*Jj92b?_hR zOIJNOAZ^&j{b}9;*|FqzV=q<<2N788IJ5UEwOMh$qcYO{a~iACU)?DWc2us@9vOZ| zf}_DL$(iqC!y+Wmti&6qUGjdDN%4~^#<`u~k<>YTCfnhpJMSR52XncMX1%1dM@ps# zn0pGwrqAc4Sy_oEg@kvNCqtL>js`+d z7Ek+yez^H|=2^<(S-iqKQ6%`@WaY?B0azhM1rFwM{{@H;{dcx~e5^tncr(IH=MDw_ zF*0rJ!xU#GR#n?r9j>k|>O-z!Wr$U%WtdV}nyS6<%Cxz7v3FwFBw? zd<}G;=cBXl6nKA~wp+=u4u~GWJ1Mnz!-}q%W7nS_aYq=sxb{nY0osC@=T}20rvHsp z@Ho-W=Q_AJHqb2}6|_F9ay?d+lj_yIN@s4F3EQEUt+B|Q7iPy5+flE%YmIz-DIM%% zWH>t7l)dUwwvAv4dM@vNKHLUVlM*!=f7F!XbN<`0O3d@6-kPVYXktLP_1I{qYD5fs zOg^m15qu>HxH)JU*EgW-r+o@f_+9k5Y;@Q8XFI%D%eqFj^x~~8FgqmpY2^AiIeD>i zB9+-uj^ynsanocig8vE1eNF88VdQeiDGqGm-t1s5$;8s2DLFzoBXk5dZ^^Xg%~*SB zx-p)MszfQ5WsUO9IIMAboZP4F6knz{-T=hdm zq-J5_mnV`&`(zfe(Nhn2faFJL9Qbwre8jEy-ETD#4V_VK91bWM2dg)@;(R z&W~L0y+?De$e4b=$s(CP;qbH=J!llKN&G&F=Hm&o(wRz)Qvx50Acf{C5j>J>_uBRw^%9U5^ zm66M8^2Gvi^~N#Rf#=d;r+6c)-X$YH2@3=WxR+Wr%ulI2_eV57O)>D_KD}0QiatL< zL%75t_CL0}kan_QJZ`%1G30;!X(BH|o30U7|6&W}F9PoI%Z+6z8TU;=H;J7P;kIc^ z`$vciOsh#Od3C`f;I|~8dG`r=o5`r*^XD2&wX0tA7;#>;z&G~lr=aBU8{a`B-S2xh z?9kE)-a+QfNMRKzIZ_JX%Z*i|Rf>-Mxl?ZO^{t3-({jOw&kgXwSsPvba-9$WNo|*6 zwrn5Cp8{7AK?WXDXob7D{*Bk**2clveR4J=MqvC`nvDHh*Fms){(c#V{c^U zO+DFQY2Ey{UN8Tg$+>Q$UUXU4gskc2kP=f(zHA>RrAF-opUL4H*0vyEJ*Ky8M8(>n zeXr`mS;OHwD?f*9GY`MAaHq(S-uu4*(3paYoV7u1fx(s@AceJI;%#qr9Fl=oj8rMIU?LN7NoR(03PzUDfr1>47 z_*q=yR!!r$Mr~n-T_Ro9&|E6N#1TQoDfsny_({Y%8T3BCE2Pr#{U_?(4diNR>hNKu z<#50t!0-anIHO=A5P8_SIJw!l(t4s`iT~Hxi-Jvt;b#9xp%4)Q*pXSKZC%|!#r|K(l(6*mxK(b9u*(N}F9N)!N?A0yPe?FupMr56X7faVQW(SBi&ns91G!9# z=ez7g>hs~ktZ2j8zU}P{6)Ngw-Na8Np<|)rVQ?={zo-H%#P>7Uv~5DjRt#d8LC*LU1J)FmkJ(n_V1+Y*YU(!Ak??@k zE(jAhgKMw+75=3@VXoFD`k)zYAc(L{75BLZm)9=HmA7+(iHm9_aZXj-4uxk6upo9% zf^^=P>L$UV$^@oaPz>1ZU&kyX?Q|+b>{)T6_AcRlRrUBh(C*{*ECb{Q zuglBMPEr`X%>CNF zZXpIWVo`V6n&)^t zJ4m6ql2%llukZ-;lXqQ=O@Oaamo*cV)z>$i{E0k3$IL1#X)3Rnnk84`KxSKK@*ZE6 ziqi#xmD)o})?Q~_Q8RnU4fq6%l`=TyPuHTfG*wK;lR1Q7SMYg^(@*OkZRKc6ri4-| zSBoE0`_SOnnw&@Cza0MXa)(n&y%0kj$h&OdW!dcg@9T$|X*D&f({l%7suC1IE!1<$ z5mwSF9KAh0`;)#h$G+M>IL5^#G>^>%rveTP<#RV#3lUW{wP?Cz*DxAj68O`%sM|B! zYkxag|04*xK>w|4NC{339H`v(G)XI`a|kwHo|WUOba9}TR%JMMLfw{wbXfcDY?2bR z(aR)05wrURvw1oads4VaMtPD%)DvMK<#MyepH0Ypj_RtG=8}@-GVRxhJJb^_e0frdoWX zP8W$fx?=IH=!8L9cw8yF-j=A|5 zN#%^Q#Mwe~*3^YS@|J@`g=p`md;3poV;5z8#v3K{ghaa)vqYg4E4+J6@QGn@`K`uY ziqymhzeU~Kz%Be0fR!07{L|hqtK*DvLSuZ=|C=)!`?A-L*OtY@VeNpJvoIR`XWuX3 z*68>b=FY+s&&J@mYQaa=HQOP+8?jwQ=!ve8yDmVs2qL<&ar-#+!y#J;kpcQ4bZbwO z+vY0Y=I$=SWnTu2w?}MW{hENEj?Hs!_oLnR>_~KbizQI|Z`=l=XKQfx=bE%GArCEH zbqgP{vo!p@+4jeYcRi=qb>k|sWS6B8vdueE=R`%;ns<0uVkaZD|IWVia-~hhzRnF1M>B9s3k0(j4FUTRq z$0o)n!Nnsj%_YIdAq|k0kdow+Vw2+J6K9uT=M*OY|GS`lOr&V(XbrL$Jy zBz4RwRSJ9Xu)|nE9~s*Q1!o0@`3~kTz^SZAL!Q3zZlcJ*$MkTp)y3A}xEEvBa$9n@ z*Cs!bX)UAGZQF6KUpB_Y`wbeE(L8wb()8MV;&wt{v*S?Ey7=qT#TZ2>g-+>P>x=PK z*$pq545wBAFmY$qfzp}uvHzf z3MxnfVt9l^^3S2`TNH%R#X`LbTO4`3}pzKXn12-98(q+ig2 zOdFvaBSI-nuwzG#p||nzWr)OAX|kY_ZI}`+u#}f=8{Gp&6Cpiz79!PEb};G4C8&(Q}nhQRSRnk#SX45$4=n z;c^5IY@ed4ruoHXP$eeON*K)T+ys5_fCV+?i`9J;fNbLAgpj_X53PL@nFAgpbCMFvZg_h5QnR1FmPylJ>hpESgjhFcBl9$3qbelTE%>@-~;q#)M zh{4*xfppdFvJjp^(L{H>@bU~_DDvc9IP$nU@TM>}&~0GJ;LVy(N0|fT zROHbP9$W(VNiLsC!v^2McY{>j?Q!of1{nPp)r_O z3iwi|xoaPUBh_;_ezf);_$mACCXv4g9x?p*tk5J8Lbw~R+*g;>Ut9Eup-FHz)~4); z6Xm3)GYYUIWpIG{b3Gc>C#$Rg-NO{+Xf0`T(Zfx+^u{aG_Jd=4igUG7W}U}xvgmg! zSz#)hYT)5xEWQW|sYp#OSNOqalkr}>8aq;;$=-(?feEaAFf+41ifO)f&V)tqUYDezeV4}g&4`Jzp_&#J514q$e_!yGGJ zb>wGUz|MFeJY};M^=eJ1q;oCNDV?k>_^w+(&-lidKaIo4_2(PFp=h1#V>@k8EA@|W zxf^3>IdlFzvYz5DHdXol{9zH78KcVy#<1wfytW-I$)K{TPaV;tvCF8m{BNUe3{5`w i6{qrUfA&fwz(qAUZ730z6or?ElM|VmT1rJ4`9A<=2@k#i delta 100145 zcmY(qQ*b80*0vqnwr$&-*q(S|+j(N!ww*k&ZQIVowkH4H`}Wy{_(+ zvW#?BjD$w1EFs0n%ESprIlnxz4#&#QolGi;-bh&u3dX{kya*}+&~e$~Lh+xg-`A_m zOrrc1AZ^ZvOWbs{jN2u&IbGouK&w3%LZ*=*f2auXbz-O(l06&Ej6v>+p!g+n=)dmJ zx1+HypVQCli`wt>dN{%iP2-|`7#?ACdblYACLC)@JvuH8>%=rVJHAsrDH^gJmMJdi z3AmS^IxKc0ok`zjF2b1qAF zc9j33i9I3n<_deBSo|QODkLsXJR&`$#u<2hd&pK!7`-_snckMI)8Tfj>lLl9SNuEE z9}VLkZ^dg>Ns!CJDYDJ(J_AATVt&(C`fv@_RvOwND0T}CFd%@a6TXY^y+#bb^AC>q zz>HLC3(rXmM@zw3#wvCeAJ-2h>mvVhB&1!KuLf&auZPMbnBB_UHhq9#;m0X?&|xih z>;c2o2}bBDRu+>wJnkrZWNeTCnObn<;m{Otu;eW>v8}742i3;FwDaV>M+o?xP2{+N z+MPM8J>+r+$o&PDI6RQN{pF#3!i9359zcQx^F{b|R389Q{t5jMFx?F};5Aq*YFAPE z?EOmRiQGoj#DP@GD!-98C>fKBfD8wiOWMU)6N-b6Le!V{i%CGnQTPfS><=UvZiCw( zG$2{P4bfkl+6tsGSQMm4z~HoLg+k!iqr8qcH5cJif>mjKc{F!x-1n)LqlMiyU$FBTfNBrRr9Yy-#J$$qgaUzl(Aw8Y}Lk$fzh(F4ujs znG9qU`YKe;$rNZuPoN2pZSBfX?mNkU*)^46<7b_-;(#xy0BuQMj$(8oNs5_9d%KZz1(-g+D@IOKS2qHSrZp3c*O^ z-p4^{R_jt-ZsOg#@uKNCmhs*s*XO_ze&u_}%>gD7(d5*Zi@DzgNs(Fl*NR*b&oL z^1i1WjBvoC_^(c6!`m$kQVH*9NzbV{Wb@S6e-R%Ip%gz5Njc_lDeUH)`6<;SWj5BP zqlrZ=g~zl@qEu6yI=pZ?r*NN3_ZhHqDuwo2(D#o67e56{p;;)hAQlLK2Y^b;2@f20 zt)WX?{wV&=#eG@=}{2p%p z+zqaXFJ-?4cv5v(Bqe5m!}skOyjSUR4`#Wc6`1t!81186$A8;J=uP&(UiJ&soiPOKKlZe z6N)%VpbPWtH&{Q6tc+S(5@~KCb-7FlMG19cB1=#RStMXENj)rNNIRA~#mt?IvT`|L zxr9x6F`)_9xJnWF*R?=c;=w{x3_#j+Vlswh{h$yHC0!wfBA-q*OJEn6kfLXqpc^29 zUr1m>9fDp`7(I+(x1ftiI*-Auvof6-nW&8Wh=^6hvIn9Bk9cnx7%VN;6?4@fAdck; zMF=ktJ)*s@gA5sX%Es!{|CosraW9n!p7%;JnJmw)Nm#2oPsk|p)sOu_0+4qk9v(Ml z1ryH6iBM0P*4C$D8}b|=pc@eesnSMY7rBT@N7AJK!21I~F~$uAV_^gnur$G^UvxAE2b@DHC}qDQD#V}5 zG)}MiS)$*k`2X{IIIfYPzU8(nh@P=dZ8JN|`^QoVFKNi-MrL20%dNkMY1eUc&QOn? z?TdP*-;Q8c5iR2I;GL}1T(`M`lh!?A{pqU-$!8xmL$@rL%W+M2OAL}@*m|J4&N^=k z|M77$mF~K5`YhmZ3UJ+Mc2(u{GF*)gek==#8EU;subxkbOeKYQi{fw4jTNmX{P6d7 z_V;}_r}YzyS&-2=)o@FufW@3rW+oA-JDO%C<%6T`3#%eO^CQ}9(pzNfgUyu>{f+D} zN-~Xgcw&w9*QF+-A1v3w9MiG=v(r4=^eO!g-E2(R4fNAP9k3b#S)fxK*?=Mts;BIg!k^&(tv3)@1ba2< zgi{%Mo)z&+6A(-uVb_@?dY+LEdF$IFhT%Fag;aZ|h`9$H8>Zel;tPr&;+={l^PNFovt8M{%Qw9NU`L! zdm2&Xu7-dcgz1UxeH_7zvbyXlCte^NnjOb9^+BgT2+(_`H}@SRV};GpH2b-=c!Hzd&k}rSpb;B6 zXPRzXE$VXLcKv$2=36eeP*2xb(rflI@%Zc90Z&|pc2*T#kC zBF3=JAMj|8!TvW;oX`95n#&b1}_Mqr@Z8bh0?~kL7 zrrB;AX}FZUC3iRONCc_BQtD%Oy9t%BYhmb7p8cd(0WO;Y@NbSczIX9BYt3BNWpHue zV3TEbH)Glz!;1jV)`@oCC^+q%Am;dCOc9 z;OnFKW4&68!y2SyNSME1!dou|J@)3KXQ~nSw~!v2^E7FS;0t-=(SI?AoQeMe>`E_C z4-ohTBrsHu8T2^74Q%(0Lp&>|-pXHJ+COC;UU{JXK6v$jMo_XKomNf>jbN67+!;08 z9gwZ>vIjDn$Ll4*9~uepNu>6kPaNMNuHN6%RP`v3y~ac~=&qjB zXWPjl8~Xgwr;73;{Ygq+Y3O^;8~%H65oMEw`3^vzXM=j8Ka1-27>Rp+d%0Yhcwdrk zt6Wf05+~$A{OUL#dntc#2Ykf!glTbTzZc?WZ{*7Cm4za`H<EVb7iTv3K0K`G8{m9@hN`VE6M;^y{-dn|ItKx@Tu+z(AU$$uDX3JKOU z>R*$j&PCP06Jxg3#??mF#@0sH?zQs8)<)FE*bOhCDoG0v-n;%k0HEK?53{4rNeKKO z0HV%G3El8xVi>R@C`PjSBI&`V z%#r7qE^Luwo2OF9x)TiJI-`Frz=@c=nq9`7S@RGhs701jIqu}}h zL%3c|ITQ)Fb){jtA4*j|glL}c-bmy>OYkWH-z8!1U7bMdok>=t^c^eWTq2h`YwxKC ztn*WU6v~~WVF6d+HVFluS-?Noa0r-BO9dNL#+vom?d_Jk56 z--|goL@xk2nO)o`KINe{7+tK}kmXI&1@!Kna;-`pp!7LmEwVKa!F`qldu-roHGVm% z#P-jxiVCAIq_lP>Z$r%{Bkq{;jdOxDN!iI!KV#ssT#7KNE>Wa$Ec|IG(c!n~Ki#i^ zWL3|^zp?K$lSR?dK{=9D2+<)pIN3LW^E98mCe{WwWQ<7=8_}nam71IS?4-q~*;~}m@`rTddI)dd&>kSbhAo&2H;UK*xg7(KOrkUF>Z^s2STt z0Rz_XHe?+SDY&NNV?{guW=k{tnRb3`En}nb8<@PJ81cYk0MfIay zRB;-aH#R3+XH}2~+Rhy`7ddZTdEVqq*()>Xgxc)1J*29Pe<;iiQA|~xsGW^uT`196 zC3WtSevfgzNGfDv1^Qk{(aDs^CmBD01MDEV#fmM8a+EHrPy3tQw~sPqhH`~AT_U*# z^&VQb+Vmju5)5Aa){s-Y1o~*{exjz%FB{p{EOemia`{2MMXD&sVuyN(!cR=nCG~GE zO=4a#>-rFXtiE~Ef%HFcSv)7D<_6f2^C-kGjf|$9u^uC&?uZwSnZ|KD2tb>13D1AL zp)OY*P8*D>URPa5x@#J0GxiL$uU#8#MhM+LnWr7d0P0*|bzooxc5XQ=<=tu4Q5FvM z`#q4k@ONF4p*v%Q%YQExjDrXGg9!}=%9*?XiUGvO;e-U^`kx#Fnh{DMfN^vFSCj#J zX+sde*?4&Vx6$SrMFMBzU+9D^5abYGS8}R~+YGDp2M9NiZsncw|a<%anvTKtx z^hj99R0c(np;Vju{6FzfO032-KE_huj>wr0^0#hE7)L? z>|P%rl>6>~#mjBhLm9U;-qHQf^K#6iX+XQKK`3HJnWA$$Wl)PZ&G<@SAyjM2mT_Cx zsU;Q#u4PsB-j=>YG0;2!P|B{>iim#ersr~5=}RN&R)E||^l&t0kM=%2pGsibbO9J} zZZ4v%AHBFWxGKD@!D4V2t*W-=EB^Eyb1RpZ=0k+e zo207$7_?_?NOa4sN=!}_WOk5&3;iYiof&9;)v07~^^NHN<)FW3ZCbshLG?MR2#&R# zB@P~@xAU61{Ue*Q#Kl}g!EN?P@&J%#T8XYYtZUL-bC5jme2(uwRw=65kJFDVY)mk-!_HO>Sf;8C(HdCYd!KjzPV|VrCe}CZz z;mo_`rgpGpfNa&rUH4}vO>qq-vG0`s+GIoF$7pA&S6Eh z=&sq6|C1R8@|)BW>53D9fIR^W8kGbjA`86j*mA#pehvi(sFbP%kaW(&k_{J8) zc&1ErM!OJ5k8}r}mV4>UiPKL#7auNH!1&`*BKF!>*gc>jg6~E#$ zB2x*7E7bjtx#sl-PeRcMY@?=PoBJhgI=YO*Y62+g*ntcqAm~j<#%&{5~U$%J$2U`}%MYrCc?)>c#p>$J+6J0w+WuFsKSeLqS z&bjp{Wdv(GYgw%bW<#_N`VNwv|HVT0cH?DOEv0BNzv5=zsphoZjd|S0U$7k?7N7zn z*sLrxK}I_Y^VhaiF7)q5Hy|3PB6jzx5uaZR8ykBt9@G_LqUn)Nd&$m6r=q-e1D1dfCFx`04wt<)^qX~J^UB-V zA;-PPJt7=ts_UdiJ^tA1b(;Pn8+plP{;!EBvGXGkc7=fv08d}c;rAEYAc``*{mO>! zp&18KVZIOU+``M9pcrWZnG58@xkLX3Iq9iwc4}5-JxRyr@?^?;rR_LwPEPy5@E%dO zkD~}Tf_coWN;h$8A@lkC&4nlVJ+uxePHx-t)h_}R7mm`C*JY{;^PyTV4ty|hLc})0 zWB+5N z*B9zPhReCot=b}eX=M8V8(}_ec`7STAlVF4${vrg-yP&JLvjFNb_{E*!Q31>wy8<3 znL8>Mw3~_s$CzBt4aXdjkG>(?+9Z5rz|P!IbuoMzAik|-{^t#rg1_IRvGvm)RGin> z;doq=E0OU&jzTFbZ?4@~GVZ!D^;+}hNgh7B=$J)J5TS6rAY)ytY+G|*fW!EYCs|VO zQSDO4I5=K{`=4zwt+9GCNvF>|b<7f2612?%%P5YZTMl24sqY6gGEQ#_NyW|0`REk8 z92uP!fc=Cm-?`0{RIHqI;L2{MIf4_Be-U#H?%Nx&nkvk0IahHN6Z%)wm+g zA-(t^SOIbV*C%GxVxMtI(g0WSCeH4cV@!>W6xT1=ufN&&E~t95IN`str3v(XgXP4= zWw@(U7>s68zPmALx16raOm$~1@kj6AMzpk#0UJ4xzY@wPIpT^iLbjsfX@6s53YY&O zJgxEh74xUFkQ&1l6gMTuK18i4-@+baB`Z?}FP~A|kVH}OME;%;9%o|seQs|dcFyYgJ$43GR z1IQusS6v0yk5FmKV~UD(f(q&y=MBiUX_*_L;g$IceRPS}d+aUU=v%9s4eXgs(QuOp z($$E1G<}(NfMJYLod_))kPU(&bz05bFRRaF>j&}Z@P$Bhuejf=I(hoN%OX-31JQd) zia5NB33#Zn(%q<0YcjEroA;tJm6A)w1aM_rO8F5;Hy0vevBhv=F@-{H9xu(+V7;vnie@Jqz8USG+5O6)V%?^hBLO)N*;2jeYu8;>T04lMJCJN?l% zBhOjwcZTuZC;dTKDJB-kL7xMwIW~i}VHthqmK)Q;sqxmjVywfgi}cmuGE`Bh01ZhO zH>tcxef29t;C;yU;I}s*`#*_xS;V#mW;PB!lEL3_^eoD^QAu?4z4cERo_l)UAL}WL zN!WgPythKXx4Nm`Z}^glc`z(WbML7U?(k(rL1BDo>7V*&C&@rx=|fm9Si8vXpEE<6(oOs2pfVFBN-%I7KaP;O$b_@#kw=K7zl&m&9OGZFl3%?XjFBjFt9#VJT$-_M% zd*TPg0(##S54v0&whq6Em6NtJHT*~2HQ$aG!Ee+&`9+D6Cq~}-&B6|Ce@_x5H6SJN zduedM9uW}l*+N(3IK6~37>MufRL*;+=O)?jwF{+1nMXFHqX#a_Svl(LeP zHz(KYZ{|knuSuFHO;qWa8e5YXMPB-~o`(lL1iGvk)~aLl(Gq8O9H&?UT3M7xM?F6~&X zKM;GP0u0|WqysL-Lk}4j>*!EpfVEdhWL?i!x&JXJ9v%NqEhy8rf$q=yM}j)VyTmBY zAF}SK)qO9=1ej#N5uCrXsQq9niEe+f$?zuw0k!!N71nMtLduW@1^Hj5wvf zlv2oj$KCtvKG>ep6jZP_g;RJCyf>x6%%tUsMp zzvr8yJN+Cen1t1ZwffYBd(%lciK$kyy>}~LC#-p34KkXC+6JAo7^khBZpelWDx={w zdNfw@vpr$~RsO1bS58M&8`g`*eHwcJ;eozWnxG;6DD9}tp$OYpcM}VIx6yH&U|1z< zHbb|Tf7nIP*}qa@PyftiQl+pXdSyV^k3r$Va6lGA zHt$n@j1xSkb?DY=E!EYQb6+CWjeV||xBdIQEfPTw5Ht$AAtmQWOcAyy(4O}o7}EQE zTfyQ5v8)H)qh)4o5Vy_Swit5puT$yQW?Qvw8l<-=Mr`)S2Y%^_ZAs;Hxs1x3#0H2gZ_@ zqc8FSR5NFj@@v_Jf3-!*%5<>B{3B`p>32kJ> zoL6Nc!1)PX_$Z)Z*`aMV(EA_j&9!z3jyYB7dC$lqaoI65=5&JLidc@SL+waaASX65 zkl)}rP%qbyR@)7jR!3$){VN3puxdbfK^VpWB*v#Muv?o!yP&^e2U80I+XT-SD7weT zpV47`4C}F;@!C{?*J&r<&~Cxzg<(Y*>X^8vfwP%mQ(06{m68d7lGOmK8Voiac{eh` zmFF6$3gxYBTWs5@Y^rvmy>&>!5{_WqQ?wR0NEcLK9LZmd5W0XX(yZEKGL$gc8woZ* z6?e9GtS_ed(zmt2E(??Og$0Zbss@PHpL3wLUc$eknibUH>;!a~D6L=#Y7OQq7djd4 z=*y3_4OgyggEhz&)Ui|(zj-JDxRq-!x7MYbvRaiOHPF<&JR0~o5)FQyV9^Pw7#Bbs z`?|6Ls+czxHq=@QULM0NZLV4g$)y>g+`CG|LF*-_~Q&2sP3WrG^lqy19V zlepr;F$ip(FfY8TYR!%vpm(IE@%&LPr_oa_>~=Baci9t`u24mMf9Jh*J)i*i*cy@g z{9Bg0_Su`hX!v2%qpbk26sp{<3M?rnvHbGhJT#CwgYNJbd-1Gxb&uFxrp{hJrxJik#a*Z}@&Z zxpWSs_QyGhEy*Qmek?Fu)CU7-l#{Fb@$M9cEu5fRiCm;0kwPwzRf6<4-@B^yTho<8 z<5r_`MX+6WC$E-MNmvBLdkPJ@*_(T)zvE2?pvq|>c1(5jQo?ACn7Y#blEcLkF$OV% zszO(}HHWqf!Q5QvrJEo1!hqWqZ56(|Bx(}GpI#(qaXH8|qCz|-D%l2r7|iw|)DW!` z>Of~odr{}XbdjsDAFjZMMo>=%?sV>?$Facq+YceBQBetgvtfYRxKiFBf)l#%WF`>kz2OGv%w} zP=CPazSg|s+FD2K9n)4U__ywiH{MHZHM_=)&?=@zd=bej$5PgBJ0>Y~1%Yjz^_1^W z3Hg_0AJGfjHqw1!Ipoi8C3t8?GlgrG&7?f)7Q!L(pA+}6X6ZnH+v;=L(%duAqI=ti zdVPF-7lB&f%{;WHcnYN!w8<8?p&8{I3mrc#SGdE4aHY4K(}HlH_sUZEh23)-ci;FP z_f*~1bzgPWrAAwK=D8QJk_%|Q$N3n)5>&mlGPcrII=_RSlUu+>S#gshUBI)98^W52 z9(%OWyz^pygh|LH z7#A0~5)!yFOe$-#K;tAvudD}%L<^5hG&=^WIGgtxcCz4<0AZOEF?p6HKv!hMHqX)- zzNbuIaZ|}SWL1eJuS*n=V?TO8BCgcFE~{yeKhZENK_vk|P*4%45a)mt(-eks%X2rN z!SuyTmUG$GNpm%zdTS0@oU?PG&|B;2x4WMhSHZDAU560qMUFb(QPY0Ud@nLIg$I{F4MajqyVSrErCFU_oPCR&7CkSSEvlgY9Klp~2A7A>j0I}t6y?RcHr)?}{K z?Bqt`9u#mx_1%7)0Cb=6U%`}wWu9{Xb|+=9y5TRW8wSLypu*-dTg0F=GPC^gr>lq z#=)8>*FcWy8J0>*iXC(QW)nO)l+LhEZs~WrbKl9x5a+o%`4fG3yS#4S0^4M7=uk;u zuI%-nMOdy*{o2=0b9nlW%jc@k9um}uet}FTxbd#0QzXc`8ZGkEOwTA5&Vs8xd;8TL z>ovgY;|dW)Ux}{4n5*`1ya)gSyNXyO2yy@VUZ-msqVB@LK%pC)#KwTUS> z6qj2TD;a#1MG<<+k^3_S?}&)H9eT>6|CLm#uRV5B0@*lI!JmoY6nyKzct?)Qlt_v{ zMj*x>=bI(WI7V{n73ZTTaInEt_S+mfxKanU>5tscTu&gfk=}=|5h0Os%7@@e)2BQa ziABFVLlfn#uZ1XAGSzhD>-O!VGwLd87?r2p8Q_x9S4*Ruw9=0CS>_JM5WHOJ*-23di{ij~j>^oLhooipQ4VeVq+!*Jg^r<7s z=#liPBgAa<^|$@pYY|rc8v|0PRs-EN(*kP!Q~KMRg?@j153Y3YZW{o8_dc3Tx#TV@ z2wu9gvpkbg%lch%0dH*Q?ng|{y$Wsm673od7=kGp>bF|w^a$X)Dl%W{Z2xF2>y_;? zfbH2EA^P*}-WAhz>Zf{4ORP7|dLGDDN}UU~FvQyx>g>HAJ{~?^Gm}_ajws@FQIy*- ze$T`D#!GhZoY)}|hx7wf&qXuqyYi?D^|=XQ;h$oy>4^MXcOUi@>Ta<8txr#!P}^J0 z?_Pq5M+7J!57y+C#upBA))9|k9kGz9;9DkkZ%XJkltI@WT9UT5E3o|M{s?y+yCqcM{lJiiF=%btedE(O=$JQ<^PjRn_}>{6s$R#(%Lc;={Z zA^s}#oR(Vid={g|GBr>=^^&>ZNFjbRP1RD}xdbmK4RQ&iK_H?LUePg?2#(>Z2=OOe zHs`J`*0cr8O+Akjmx2EbDY{byIe*Kno++)I`|>QHAVKmPbCP-R&mJqM7aU}$RD#7pA#6^(^Dj=h~ z5+gxd?C|;ZxQnRG-7rt&sO*OrfN;5qk$Rr?S&8!alhnX=XjjU?tOGN7k9Ef3z;D7u+A5-x zt@H#0aneVa!j;X*e{_hpvGU>km0cSd3aZAu0n6zR3lBsShj>{QBGC$CjgeAe^FtfL zGMjScKr*4A2uo`UCOF>6RL?Z;_kxBpHPI2$E6Vy#nn|ZuoZHLZ=Z&Un0$N;VY+)fM z&zjzWLTdMbcHn8q)YUG}9$$9bmBKzKK866qn6%6mZpt!2YeKwRzRc9{?^6;j$Ln|2 zB{Q1~NAbvQo!cY)KD&5-IWnI{qT=U$v}YKqf$-03$~#+CWLcmbxwFj_UO_X zJ(?;f`08vBLc~|Wu(;Ld6Pgbd3B#3iV0&@(Ye&f9`@-hqNMQfy1iHv~=0U@{O7a?) zD6>PoP?X%rong0>stAh=n@0Z`0mlGbm$~DMC3NVrQc-%mx2mziO z`lPFf=kYl&R7m92Wc%&p&+^inCpK3y9&Y!gbD6{D0X~rF3Vw+2t`Y+xhu8q*=m=eu zxv-pWx@RCo|oD>}%IQ&i5U&uYZ z857Q1^9l3`6}+ z;0!lH&oJ8t(=2i#1ovajOQR3L=-1sWxMnUprx;&+)g;^0`5G*)0ys@Ug^8B5UpmyP zZxKEeN_+3^U{5+cLxH}`Bc72q6=J+k>)YK37k-QXuT(8SPT67uLHZ;@dL?T{@r># zF@&K5L~J?qjuan9lyeGX0zRH%k4Z^Ny^Aq_5S}sZiCoeG&Rlnl@CJeLn(OL(_Qz_K zY?VmSX*U@DP)a0JzMcDndp>pB>c0!2aSWOb?qGaQ$C&G0{IdXAHjr&eo=i^}<_ek* z9z1DuoC&yl-mnLe!RHEurvzThez$MHw5-3TQ^4(R%d>Kc{4S%Y`iTV$SeCx}4*a8y zCs9Zbg}e&m=P>WDLc&o*7l)YTWB5;92ij(%?azm5jCzq`gJbKzx|W0LC(dV#rAU8Y z6*4o6Tg#Q0xvTU7_;anwM%N-=&bOQG!q!NHc!n<-d$rsIil^L*Z^rESLy;@^_}wi0 zSOi-Sd}Lb6h586?D?>Z@gK~6b{RRG@hW~JC3%zt}cM4J~AQXHj3u?7t|A6v~YTNxc z?IeF1VnFb)v6B2R?6|2<*l)3*^nB7s7|<1>h^zhve_AvbjcS#_!-mW{F3^sm6p5yv zaC>+qj7l+~zKGnKzMJu37oW#Nb?qhb|8D+GkgF0*Gsc>Z@SjGDOj|CJBAgz#*euFE zc+RWo9LN=8LJ5Yo%iPDq9Eyv%?Tw1z6iCTFdmvB^y=CPKmiD$%k8$BO+f-NxT0eI#h5~R1plzj_Zf63sFu5v2f=$NW`FqIwrZp;?~XGv*{WgrHR3%0J!H1R9X|=I z35}wc$cn+}0g8f6Q^`}N7QQQ7$P?n{f$lQn@+?GIbeAsat>0alC~NwSv$bYF?Tmg> z>3%{qV7GokMZT|m3ans;Z4*@a(|+FiyW0EwbHDyZ2vL|>F#1l1vsHezKBM&vB{xCg zPaM<4jD}>(tYcdN?e$)A)mpup>5&5_S6byiY}LM`0p>KawffD5ga8vTrxVWuG=YiXC8UGMyT z#DgGkssfQ?JC+k58G4J)l&Mr=QjdEzyM;5~$Mb?27DrfpoABl7hfNq@g6$&hvDW+z zu6}q%z~s=BHY6F+2B7odcBIF{!>DKPtil-1EGtolS)WO70nZP9dGW_YeHf(?x<2s01dJ>$^2P*$y=`0EKEtIB70gneK|nHfD{}ZN zybCYucFFy(abQob3s*`GDdhm;U`g&QRmJ6CC1D{^g%c8DmU6InB@qxHVOHfKVdr22 zQkES-fpKsE;c8FelWW3};QxOe&&tlu`~P&j){OIiCa!ufX+7aN8I3_8L|B#x79)4~ z(#z0ip7!5Fy48fl6p z=rPTblGG?nvteS&>bEpl@goNFH2w_o9WWn_%4K4cSEa#seP2Amv{-h)d6f*#H zYvTDb$>>fOOfYvwqB~|ymp1J4?gZkIOLt~(vGeQg7kypT0w$(A{@yY~TW@HEa(<$j zQEP@!bzlVBw%PrqjYY2LZNBX$CA`Ipt|{k@{&dc3SjQ8f3;LzC`Z-y!-2Vx@Wl%-d z=+M)+*@b7*1=dHIb!NrHM|Tw=Eq8)$a5<8;)7`z+>ZB1uh%uE!15bE1v4|=Aa6OJ?{ATPVs%tIxA<6~ z%GL3xm*xdTYW-Gq#}@}#V~G8s(Kk_}m9qS>Gal+}Et71jj@cmB!B$+G3Z62z1+xTE zQFIF=BW0N;N+Ge}iw7cz3^G_U!0k;6B1!QpHbkg>dn&__2;7*n;#el}SBDRsUVQm{fo&h%bOa;h!~i&5vVH@TvxT1OSZI?4pme}E4j z1B9UpVEyZ(A={1sYsLV04gy||RP2$v4l;$ungc4=l+=)u@B7a5P(>QmKIF|-dF+UAKR`5`g&5SCS z4s6m_sQ%*eL07LNlmADqF0KEAl=`o}Aj?~#d39lY{wIycpVSF3Z%8w-KSB9BN2qFj zlT*;Iz7W3FX#}gTurIrngOJS_=As&Nu@L+~s_;r2nQ?^7Z#|2Uh-k~bJrWpIY+qkr zpZFn_X$yycg)p09j9e^<>@p93gCnvZIkI1TS<|z_Wryv%3s&qD`@kZhwl4EKIpceI zHCN~jO-cfJe!LDa9;{EY8hbm1@gek5b;Q zQ+o#?h-!~v(<4Um-A)QlfFh2H0cvx5Z!ZFtW>jSfI=QKxA@k+0^OQTcq9XWPfNGu< z|2OxHC3E~6h(*8%|B{Yc%~y<5&gcOwGIB;^jAcfj8WcJp-slEYcxGR3lJXUee32OO z73}Du_3uJC)b69zDzQY8s0W*>|3B#f70G==kzp5YRx|FCG6%$2*&IjiVRM0hwQZk5 z(;B^lr7?Z&fz5%Ht)qg$f=;RZ%CmFR|7c**&`HTIJy5@kcEVj_e&YT zIC+3=5q7X(Tr5DUB;)_A|NFiN&d$#MzY3hIqvLYKh4!DB*SjrM4e|&Q5TeS>%?CmE z(PW*iuH-5iI?3dQkPI?RBB4X!z8y;jJAgA{`)liEm(Ok+jK_Wl06ZsVQ0MO5tlcueX}5V8@PWs}P`X=+9P{ z|E-)>$?7S;VL;{X%ku_G%h4}xHb^Adql2Ml5SsbGB zN`WR%Y;x=n8wN)5SKhCUdlUo0cXH~``#Fu<3N68K*@Yu=ExjF5i;FtgaI+rCRv@o% zA$CcN%b&xVbNri%f&-62nNBMV9W$BHZPe_%wc0njn+_*COAX)=!fva*Gdo}Edmm&f z-oO9gQS$U#U9=bum}O#(z~{vRxB}?s)wQyuyDRFlo7V|o$z3Tpwpjrm8{g!vD;+&~ zce=R;wOD2v>MoaErf?}_CWXYWvh6jUcy;2l^xzW|Vn)+R^O<^XO4dEO!;Vbezs!~T zv2qSw_fDWv+UxJvEztVCw2nk$Ob%(Xh&9Aa>z`moMhSxoXVC`+N$@;_@ig95?D}D^ z6p7Ua*`Ah1-*2!VV_E_If)<_{*R~6?dTSt&4uP%tHG%t%XcD_787sy`Za|82Uvo09s1%r6AN=o9d}f-xh71NwyXX`ina4K%3Vz|2GC+ z+nL8o5+8t?Faia^7;kF$pH-5HsV-Sw0|mFslF9N=oDLba<0bPXY9$nDza`3z+zPa4 z*84Ua-|-iO6uw@-F0Z_74#$S}_@Nlffde@Q-3FePMu6cWrq>l!M6Y&fLEzWUIsA_iT^cd0RVsz^pvahX~kfAB!NpVH$9fJOs6FMFa| z%qwf6G=1L(yN!q7WwNTL{cT+pE-c>DGo{B`N4S1fR4u$bX7T~ZA=#uL7e`kvGOigi zbpF^7k9~s&Ne~LTJToQ5C^t?4 z0veZ9NsUh^f342+6e98=B$DtjwW5%tfT%$X%W1x?wZ(tjjvjg1x>nQHUDiT?pe|_$ z8ntd~1GomUB6U~kFOXR;Lgxc7a_`ZdUq(?MQZ#Uwc;hgray(!97?6m=IwCWolMoV- zIDQX=9A<3kiN7XmEk*lQ9zjYrC)il#wKbp+tOtmg^AaXYFZ~F+vl&tOhwvYh0;dUIwCIQ)|A11x9 zKAEz6?i~P>hT*m`-EvIIAp_$b$&Z{5#QugI@5NP-Kz1eM0K)lrPHlyx3AOf=Y?ti0-35X2AW;xPq;pjb$XHg=jQbD#V@b}Bvm#hlx5c^HzH0T@!3V^ zoutNDe?huBuF64S-~&yZU7yk+>#T@^P4+Mre@rkHWfj;T`hSw6@8ugCUV@hX!k;>kMkqwyPg!v!|ygc2^;!HZ7~_`7E!pSz+#) ze;NN>iQoMh%-F80F+~b;e@U8j0dl#y5-f&W**zBRvY5fnP5ZlDfF+Oq+OsirC4gum z-c))9MF+69M26PIBCdLE{GF-;==YNKSXI~{5qoQf)BU`svEN)4nfCP@rVUI={vL_2!{;#=@Kx!TQUHe zS=+TXe==#&%PFFM%r&e|5-V+!#} zz&&8>Q5QHenpG&4B*B}=0vVZ<@z9RO6R@wQ0MD_xm7r<~1fdgy;oK%A$~%0p)f*W8 z$%(^;dt;|%pQQ!fM^~@_s`*0Ooo{XT7iM5eAlZdIo~D@%0=Q~vvbyT?e@bvTB(JGE zvFTQ871M}iQ`i9SCPX4ymD6SfLbhUNZ!?GHFwwR(9>*BBQeL1KaB%i!u@h^ZLhcu< z*NHcFEK#V51eku%mPK^ij%DN=oIaG{!1lu}<||%#=!P#TsCFqL&`Vz#@gwN%1$)R7 z!+6gK##6u3+?K#Fa%0HNe`}NBHyII9;Tk}dX3rtbGU{vL8#1Yyw|UOASRd< zYZ^b%A1h1mLa-t$-PX;lQc!WB-L_U~c<^Xh1XrML99c;5JBQnJoH7G9OV*gaN!O+9 z)zg<)9G8m%OX9X|0mXlKeR2B{Rp7W<0I}1xxFs-%c$-faJ9OL*e^up}z7?2J6u|CqBSl;&7nlU_3p&WwvgrVo=Nj<#&Kp(A~ufl*M#AIR501}^Osi2%+&{KOdXH#5xbI!Z8}VcKYgjJW@5 za1LUriav8ZU*yGpkll?ILBfJ$$ZY5MB6#{eWdHDE`=i9uS1jKDPy#ry7bzf+a5;>U z!CPq_^6=>uqonFa!{v)XmS+*)7v3p>a-ZA%?6N_!3LgVpe`Dru5DP>2yiaXJz}(J$ ze#F*$28rk9kZ3pW<#YlR#^W(G07C{eh&O0}wjzC$6K9n5eX+$o`*q5F&h3BD(5Wi09T_q-n9>z6o<{p+7J^2VOe zoAu*KV93HS9J&f@w$d0S85)z#1MOHdi(0IIIa=9nE9^b#X^qT*XA{1PAV?dOO=$ zbb9;4{{SjHu6L6Wk`xy;ATS_rVrn2fJPI#NWo~D5XdpK@I3Sb3DJXxHR7-Q)AP~O$ zS8zl#5d|bb>MeF2ZKg>dc6v#2kZlq(kwlB6b}~KmuXhnBO&iOpu0dIDhu>;v}{lgrd$@l*JwHWJfqRqMCYs7 zn=>YmBBi1Xt?r+FGf97B$Uqw$So^!JlF0~*ZL{k7E3Nwc>aGHgOUiSJ-&`*ebAeJ za5@CPvb_$G|6-D6iW8PAlmd2TrY7vfLF}$bD0NAK#}k{Ryu{lF9pf!_m8&Q4*427l zdDXwQvP_UdP01c7T;Ud==|YM2KG1%r1M|*wy>(BowF}#P8^$kT_$Y|ppC&28r>6(t zVUiNXpF zm5zsgXWjqeB?RHBoU*^F;8zp)2z{VZ4yJOiPT|XBRE9!}U%ZS8Rw%Y#A1f#kS-Ia5 z>hL(}s!cDU=b^-%u9H-9jxUG0)(%3*qQF;XW9zC5nz?^7onBYY>8L%ct<$Z4-3N=U z_LSih)9T>Ww9$4^SHo7PpA1Zt4%R+=t6l8F(XPZ_O}lyF(~rTuzui*K6G1uFKc3^C z561UQ4X&FJO~e$*X@OEjgo?Z5QrF)HW83YBTH*2ERkhLK_C^2j-fbPVCsku~8~A0f zceP&<5IcVhu}7<1e>Z4dYH8W|J_sv1|=8J-QwjUDPTVu_qh9=_#dx^PP>r$+`?S8BWkcn6e&c+ zjfKbW+YO10wx}8p(%Ko=7EyM29GUCo#Bu1-y?z+vEF(E=wp1udiZXa+@|Dr)YW4?+ zZkPCzL3R@YF*B2pR3{HNISMaKWo~D5Xdp5k?k3eFY*N~7L!<%ba;4pF5fvM zr8C7crZdf?R=66be8kl(TJFe#*M>xnnv+b6Cu-4`H_D%kR)0n)XZo{Tpcr>v;et`hi)Wh zX#%MO3{4=}bwDFRIE`14xY~@_3~JUER=`Y08ceOG(QSZTJcywX8#3ypnCp~H=24a! zfjJ1oNHfl2+EPn29HwhQ<2som8Wu9cC@zrton$^UhUUb)a`XfiHsl1DiFec;6YzoD z#aVymBT4At7t#}Pg#E!@dvb&rMhe0O1C=OfH5iyeLCRpEeFX;z)*CV>3y!P^g$GE6 z1{ivHp@NjbLrevi2|j8xESyjKk%G$vl3Af=h-6^c11f|Qz(-;R9tuj28RSv0Ys_G3 z1-d9<83hwWN%Fu)q9S=PB^c0*6qFS^XM%rqA}N5p7dC;O;TF+YvN?L$PEmLQMS~`y z5kL%H5xPSIqkCvVVg4~lGkX4fBtHJRNKEXOWz~+vhvm5K?%x*Wmyvi;)zeh}mLVqP zC-GXm5qr3iEc-MP@6)7Zzo|@fhmqifoYV!qaOlxymTLp5UH1Gr6Cap(Reh|Oc*%dB zOo}$~KdQwJ`{9QX{ykgu`waPL-uTCdb(>|U^ z5;8x7w zmIG#QP*nQzCDjCf`O&<}+oC*vJgI*$GM9)bz%7T1NB9$AZSXuO{TF!^#B`UZ0y&!+QrFxz+KkWvYcvl89J043?1vFXV9VGEH(_HwLm(Hygh_g*$Aie*M@)idQ@-3`$mXA zMj*%SK=$_yWa<0BJqzf#x~e{~RUg>uQ3KnUz$uRVxHhn^LS=kwTu;-rjPrkCNMJ#C#`0Kc{X=V)yy;j=$KQv_(~l58~(d zZ|MJ%)6-KvY5207@HAbD{}$s~Eb8hHjM0ciUgu?1)aeaJ*-a!Kcefs@aoQhi}=d z85UyAq%IaML*BPL7_&|}1=mZghS-yXs${#1n$djZGo_zN+KG_{ga_4hMf36*J;@B# z?a-4B-)G^wEc<^BBp-`*4uVNOpDgE~T@*YmnzKPF2yt947xSuRhC8;%+sSO6zNR_L zb~^v3@V%g+KX|^oY-iN9$xn7RmGq`U+Zm-e+C|DX zeq^DQm25Em{ff%crjB(z-Pzsx|4mNLkt_MGv|hF8cQIn1;&tQg1=Ur*^O3TPHgP*| zcf7LhO1w8Eqj^xz^Bx&t(2wP$ngY)lR8sDiO>y>M4arEUa?@s;`d``Or~D*cXR8;T zr$dUTwBdi_yZtH3Cj0aJ7(rp+AI*gP9*^N?`Qmjdj%WQX4Mgv#??}99^La7ZEsx=& z8Ki8}$v>FPz~Z228c5#RmZmupzw~TS3WF=GPXYWy?20|{BcS*|{3H&Mj&d;;6EPJ@ zbmZbl92H-aI2JQ8`*Sf%r6|N)oQP7CMVUk;D*S(4P=ZS3JRP;GR^9boq`Ii4VliJf zq85#45E-Rtif^J>jK%oAyAvB;jGgqy9H{cpYrq<`63)-U+?eN@=ZDrLyTuW)n6`=51Vtx8s*x;PNKM-$F-NyO&);{>;rj;cxB*|U zMYSvObQ@JyKi^~B&A;oZuENr@(bjQv`|W==hF${7!Aa zjUB#WY_~UHT|j~}ZV;`7j=cASHfuNcXV){>=1M~KICx7syI63DeQ*xv>5xtYb$>%A zh-P~wvz-9Z$+!n4Ko_(P@eXz zS7(zEUZ8^G(uI4?>@x*D9UO2#%WRy5TADC z=meRtwmWIpT+?Z0K>a4Wh9)y+rLn5%4W_FPLk`Sx2+hjptTXJ zz{^SUI$FfBadH@~1z$CgugOqe3?oH#mW5$#=_?I7`5#0}M-yR~dJTUnL+yvjYozYn zXb7!_DYP2K7sw*s4h1VCZ4A9+r^9EUYXN%rHNvvlVTI z%}l{)#td^D`gFtUVKPVu=T*a;Od3=>VIW@xd6gcvJ2Pbe{Jv$T-`*wn_u3_=iTdHY zX8sPlW>?W7Q~9fc^a>MN7xng{;yPN?KVjXE{s-K=Z4i?|b`t?PmqA(q6|-yDYE}a? zIW?Do^Z^vN>@ERQD+4n*Hjk zSpm%K+{_%@OiTb4CMK@`1ll@q14Ip6%#8uE3;-!x8;~O$g@~=4yMwu@nbX@b|M?1_ zGNJ}Bb8&Id{h1CBvIaSr8yVODWDT6mK-O<38W~stlx>a7K~C=fMM1@D=Hz6@&B*BL z>dIhX?Z{y3V9HNT2XHlae=-9ofgC{&E+AvTAA$jL2G*dzlrg|j0DxxZj(^#eZB3k9 z4IDs#H-nYA5y-~zEyLNy7~}wWI~<@aDFcwV1KIo)Eb~_Y9pLY~0WdQ#|3mk8_8&y% zHh(4?7#Z1G+Zouno7?(`W(slwurV<)aj>%k zK=uHTn~@pgAM`+Xe>>2hPUb(%ZwkCU?QHD;CT}7@-sUEtw|{V+js`9ufRlqW$lLSZ zj{in*%*+5|b0a5!A;{F+2JScen;B&C7k+ELgSi_(i|K9lm;p?G{QdJy=WV=Izv7q{UWvBuFeS)0r+bn|sRKG`Gn~9Cd=9{jfB)Af>16P>96~mxR{vb0xudwb8^~C}+{wu7uL=5358lYF%xyplwvOh1 zJT(A%W+tZp@x85^k>%TS;`r97KV6`=ZTjyc#cYghjsI9X7B+T(frEpAJKS62-w+$X zllg5wjX`dI4mN<1!N%6j3vhKi`_qe<=Ki=`X|qU=;a{I01~JzY!OJ zQS2YY!31Cw|BaXdj1s>QD}Yh*H+nlk<~Mrdl>3d|IOYFAoNt^8zYz<7QRz2&<5d2Q zJ^~nlztLOOYX2avH)QY|y`5+H8@-)p^bcZt^BLJ%y(fD8RO&91lWO*y% ztpf&*e`dcq-l{aQb$0ky&RdY_zu;S`X8(e007mnF!MDq?_!oSu$m(D4tz7Hhkom2+ zf7SZ-v@qKK13$jSzWwt2%l%fF-Ea3>uHD<~Z({{Aar$j#{@eQ3j{ei?HwkYKgyWxM z`J3=f$-i_mzbSG27kpFlo8fKE8J)}=K)>sGe;Z&%Cs*5lCA{^?`Csr&y34=dn;h4F z-TWJ$`@i6uHjh8ye=UQNv%{Mfr#~O7w?6#`|M`Oi0=a>V;1=g>jd+4A>Vn$tYJ~7z z>37EXrYUyR(x~Y@7ahJkKOjLTQ&(pOtUKHYB@cF?tZa!x&a41yYO9)Fq4;1|6^=$8@>Te10?OlfyMUK5QCz3)Q`kiZ! zgj;=Y+44xp+>YX}YIbS(r?M&fXq6~!|Kb^nT*EK3IHXWc^n@@pXlHK7GuJoMXxZbh z#8UCJaNbAJtc9MM8!R#RvmUDzKo-YNe_V20O&mgqYqXKc51zt%DN@+;o+U-$Uvp<> zi$A%awr*eS^iR|px8U;QTj!LF5hBeyB*S_gPkByzCO+AyeMU*LGiF$dj7Pp=J*Q3jQJm~R79MZTf4R5W zfb?;7;N6@r5)}8lV6fP)BT=KR$pj`$3UkQej3M+zeTqrCFK1dZWVroky|cfZ1Ot0S z0@TT5$l%}I5wK){PM?8o8!t+s6fP-waUfbQ#4?{7ZMHMfhU_yYS>$*d$1w17AlsU*nu6K!4PhAE=#J~wy zYu;%R{?V)4_p3I==|_)cHCCP`?clj>U7!v4u{?`2Dx@*D(NsuTW$pqltgHUZ{BL z`(WijbdS5baq^UnL^arqaq11tBU?B-fufLpRC!!>tM_{H6&=$s6W=koYTG6!L~pUR z#fb}(2ihBy$yW@e;7D6_obxK;8PT~WJTg$nC4^|u)E5nmF$9fdeeXCo4tpx zGV~q773@mj>^=HAuOi<7r3uDo9{e8s@#!5fw)#aW&r-A+_Y@6!1e->m>LXcE`n$>F z1g-aBxGB5C)Jl19XX`vC+s1);Jc$y?)DzH->}9nYW|SCI2-Qd1f7?I7?s%Ud4)i|o znm5-otj;dgPtD)6K=Xu^LU+=_z0%ZhMGS!`i(E1cHXK}{cl9W(@bPes$2vZ0h2eh_ zalfi_;uZct!kM`-HzME~#Q`0J<7zj`-h3Yj=`xO##!%1uNz_%icrsw1k) z64lNHgRF_VbY9vIf5TdDT+(i;_}v9tk05X5S&QFIx!oWWLMCdjW+{M%AIgyTQwI(U zPXSLQ9OwOvOwlIwd8WcuZA?g@Y{wo)9N#i!pY@F7;%Yb^AsqP>c3$zUGcF6`teY%R z`&v^?_9}W=D27pbAHMf%rNR6CAsq*yEjs$TiGzlc6$2N4f6Vfk5Ez8k_q`(wa8kCo zVx+Tvanei+cZfk~81vEL6H(b2jHP%#dT`egG+j9D>ps1%5S|C(kiu-^f>?_k&p+1h zsHRY5Oj78G9p0Bdr3@i~WbAA2h{7Zga6b^kgH^-knB}C?()1f>gem-@@SYhwh=9~p zAN$!w_M=cGdqKZ_GYvrGH$H)y~gr2dBVbO4|t`V4&D(+7(L>6z)t89GS}# z<(19ma{pBb*2QR~fZYZPwziXJg12O5W-#Kqz3p`i{{B|mz`|}jMs4*uH5p+WC?oO| zZ(mw{l#9t>632i?-^;<0`cB~&%R#Ss!ok6!gH^u*f1?f1%e(rsM~@i0TO5mUe`3sv zh_A;*#OWsaDLo$Kf2*+zcYE}C1v$YnIwxPcZE??CH}L|y4Nm;A(@EFFOLo%trJ zRkI_zHywq*c~a-}BO*pq&Pcof1f2-4D&5{9{5Q{vMMNq6LcxV~bYVNks4o?`vYVVh`rG zhVI#Pdu8WA4NLinCZod0tWACB0wuc6#=J#&f7ZPTYUUZ)Q%ziHpGEh1CZv!Rw{dEldDVUJOR8B#W5WVcjPW&ID>Z_=oUc@5mrEuy+e_8uO2Ck84 zhETPnh8$Y(*JxV2NifUQ4P)qEL;z=Hff ze`HL>*}a-OOgC**A=5O|qXgWUA{IsiR^u7l%DwR0>f5LGh11DtJe17kvpp|WXbBGI zHR*5KXxk}9{bW{x5Fv&5d?r*BJfMY~3ajuwqx;*Ef6lj}ff?++(RJ|`=TD0w)|VA5 zd1c@#NZ8M{nq*fuYG~GE)z8DTh-*Jxe`XU3;bJgcESbWJm8w^J;-;f_V$OGz1KFA? zt9G+r1|}|YI^%EVMCWzu1CsR~xMlQfN3SU)C5l1Yko+GVu9(>{{lVL3-NS-pb46ic0gmY@Z2@Q7<4Ulkm>cBCZYfN5Ir_0Gue&Zbtr{#4Y-1^{3Lw^95&+$r2s0s+GhC{Cz!!)5^+J=n1cUk`D>ht58SB*=q&_ z_oQ_QIL~s<(j`AQuSg!{e+qaHr>h*uLxPRy(HS&QM2KS?Y&|&O@v1L^eH}Mbc?{hs z&ky%e>!LeS+{l1woq(CIjA26Bv#RCiEZAb(0Nx0<)W~>-5+T1N{yCG$FM?mropE^c4}4oTYEjx9rvwcgH!{j~ zk;^d!>K{f{S{=~7Byx&0)c zoq6x0BW1#bf?UMGDfQ*aiWPGEP96kcn{zZ14((U0SLT|f7Cx8efU1=91+wVA zP8QkW{0xo6O9Lfd8u`g6k8sKXtskz4ZJ3BwHJGhfxW1mB*{S<2dJ**%C^c{l5F>LYIXYC7j%F(xfDmt2-!xCTinVjdLw|Tpy$Gu4-uM0b(Uk44DVXsUe0jul(8Vf0izj&oN& z)7{Vs%`#!&Rtx!(}VipC0?n znk==Af=HH$b_{FEgW5PP?vBa10{8Y}3*@6az~p2T=^^2>Lk)GjEX|M|T){o%rMv6} z=La>@h;jXrp58UL!)o1UoyL7SKmQR+e>b*eie)3YMQ@@gQ3tb=JvW_(tPn98z&x~w zKxd*m5-p7TnO6u#a0skP#G=J4;0s|NIMrO3T>*DkZ-zedJa4MImLoa3c_RU$eX#A| zD$U1*pjw?|-|hVFR!bF><|X?+_XJnl&l;!TL4H%Xj0JrDo9aU->$c0 z4JcFXQT?Iu;3&dE+Q@4CK@`3x5IdGIjNT!xP&Nm10hS%YtE(9)bY*5$eESR~ z)Im{ufxcQHy@r++toMf;HbrU*-ho?=-X*d%L68@kplQOOO-W!a;>xOgYCMltJ!00y zap}zHNqUi&oB5c^{H>(il=!+4rg67^ihSAJMpB<95aMd43oa5_E0AydEOgI1x88(k z>GUOdiq1gKBAf&dt}d9#f8%F`XuW3vAqBxk-kw&$?wT{L+f*H=7cERuZ?h3TGzJk} z=mZ#%X|JN7B#hkpQ1bPpg7tOYkj$bn76OL&(NLde75;0M@dQ5o6cRbI%@SH+xwQ&Q zN4X1yVc-p)kgik99g^UK{_5*9J`axq)OKH)s$B;fn98X;Ii3Ywe_RGnZdSVVE)#2E z3NoJtaZ2>&Em6JuQ|gsBFZBvup_p&BO={u^cu%egu;rG$DCV^uiVb!nKMx#s=`{aE zN5&=NW?6oYy1OfTiX(L)gVh%y5^P6H9aFPgL-SkMg3YR&0=ie8(7=-fo@K!ZJk|Qz z!(}kK*whS_$N{Dqe@sJ9%Eft*RR#l!gBb_oY|=cHn%1tYeXL$N?rL47b{KN}dBV4b&E%d8!syegm#HOOaQS79IG`q~r$m({@zp+}`! zh>L)Q{o%R(TC$GlHP@_^3bC(&=^3Fj4D*-kM=$&Bn~^;`e_C1}lzDZ5Sg>Mv9L;IE zQ3=$q8~#PoMbw!$Iqs<}(xYYlr~t6yAGEPv)#nUueWDN`0+v=^A2LMW#THWJzFP+o*!+iiY-urd;NM!hf!@+PF#Rl4!A|HlC zzuLkRWFQFlsgTfx&8;+cuBAOXx?J1sg=g4Cj40k_Z}IddgAwMo5Dh{%C2dz#%MCSr zm@qAJY`_DTuiB{C81C~qfn*Y;Tuhv1x#+xUl@y(M#9kABnv5Ydj9}J2L9G4lRBKh7 zi^%=)eq1tR_R<=eYI391?HwxqMMGf7W{ThfBjJKM*v5%(-e@E# zek^&TR03x!6Qb_rypXQyyk#H)4eiGi@OsAFNqtXdC9voe(<&X9!`w?m4iEplqh?us zzGhX6jn8-=h)W{|d`cILF*`IF^nWD1m{0(;e%ON@ET>;5 zAdn_){@cgzGCFg1J3N{GPiscFFX0FAe~KEwqH)|p&)akcmmywB3HuM?l0xn5s$14R z`<`SARuNH0Nen0vXY|Ap&?5RW07NolW^uDjma(!v^Z_$0PUxqspryKXGzv+Sd!weI!GlL{5*cYfYof)5DHR(wS_e;(yfY|W5FgoR~A z)Fi$7xL)UdMI4Ko7FGO<=TTcFGf~ECKk(@Ch5m{Y>AL&dZd=6(olO(Lmjm$OG5W+6 z#OcHC*w!9H0CB*Ff4F_2Usviej0W&g1G#)HQ?m`efxUFywqHICwKs*_OD5?pSPXfk z9c=H&^~N+c6|k8wqdndM2NaD?ea}EI;XhlB7rhK8F2{Y0jG0Z@Y(E)>Qy*x8N#}=7 zw2H>se{drfYs?Is&6yCIH$v}-C-`Ouy)f5lB%^D$9gc&_w^gZ3F& z`I)zEzKBkTi*K7#Uzg{xcD}x(k?YXeq4ZGgtiw|VC zEuS9eCWZsey2+m(UL<}Ne$Fz!0OGALh;B60Qce0UWRSp}IZ3#|MZt(b4Pwbgh0$R? zESc;KC@o6cf5P(d140P3u=!vWgT21tm59qZIf6^LbiNp3BzvI<40x?+ggUTZckc`b zA5?}CzfgNoY*7axnw?cLk%lwH%63_AKm*H*oc9Y;`NGVSElUf0*sMN%M)qJzMF!g{ zgep?YJ`)s)qk%$kKk)JbmLsx6Dkw7F8^O-3k{=j(e`5{_!^b7-rS&F+=uHnS@UatrmE$1B6B)#dVzL?*tbBHV`&vfz+c(#^^1d}b0= zhc9Rp>21$K{;uVJlW`3xKkJxziE@aNF2V!>u_7i-nt8{u~aD zQ=-+2XGcEo2V|0+fz=eLGzeM59g|xfHsv&(e@C{xlrQ~?U%ym5WPI<=bvlfM3=#2j z+5;lynk5VQ@o`vPh897Zz>;Uht;Wr0K44s{l^RclU&1vOH`usp8xn=x|1#_pn^8aD zu-7l(8NLr8he|NwA%rU5-N!}OnQERlv$`rVdh`IjV<*t^io$ddk}kl ze@eA-r*}^ZjxkS`<9p;+xQW(}E+Ucui=tyW;RyPor=A(d1046NvN=!UkX$KS)va|N zv;U^9RtO0zLIkrR-a2=eI}BH`R-NN79hk8i&vpwyJc5$zFNpY`y4VDJdsJ{ z%~#g06j(049J&3T$GFfC|ASQFH%2|ye-BfTxBcYfrsD`=VsJyET=V|T2jK{I7_Q12 zE=_Tdc;o&{Y?{N^tVRpL3@qGkT3sP!;XZJnpZme{-Xf zFJBayYKSV_-Wh+TI$P?}QD}JVzV}j?O1~-;zqNt6au$4eb zVdG<*3+NAUqwb5PAqO6u>{=)MYDxdD-RM*x)-Zaf*<%{X|vage}z4Wb}>bz>`T&bIW9)LPVw+AhCW_WubCrtz)OzA zyA0DWR6y6FO@7WRrCqHYBRer~=@*qg*-g#pfkE0Jjqr*wjZ{e4Y=&9mKs){8uGO{( zi{Nc-DIsqOt2nn8@AzXpGj-wX{HQBs3~LLn?<8fTt)hWtmb;{<;LjOqe;?AgQ=z%& z$1v+~6idCNYh#P|Gn2Ml@3U7QogPkBp|@}{AiOtYf9UM1MaK_y#|M80lT6)hQQiX~ zwa*$&+~{Vgl(KjHOlnOi)_JO>SmR|Z8kXzp)w1&(oVJk>UYzB&Ov}8&wZ;nHvKQ4! zBP@kJxCq55gPRvZgJjanf1xs_Gqaic@iARf8a)l}W|mUSxDbtuvAB1eD^yYU*F%j_ zC`zr{QJ(Ow73Bi*I|2E%Y}05D;h~tQF0O%M6nA@E$lbkLEUuGbeD{IePR=QO)#Uy*Zne^|X#sPmLHF>hO7^>@AK;sv$E>{acx;$x#BALj zXE-BC=>Z9-Nb#qPe~l>By^m%4kGxw^zs%0s2hIbvQe@6WP|1o*SN5=!&+e_~G%qW<4gFFLo{aaWN= z%xBYT4I^vA9n4@`utfViJaSL6U}xwsxW$x$7W0pvj$?76^to7^Ee*Z6EPT-0AihIF{49+x|Ofk7NJEo z`9x?hB0=!8f5AJA)^yojqrc9&mL^s`={^sABnJG>nILBdoILm`yA zSzLkJDb6=}G5Q#Yy)Jvzz9~+$zAhxUH_B_>rsJ ze>~b0L0(0EswyqrN? z%*r<8ATj~zX<&r#EfpUMjhB$cdVjQX&nsi-3i~$Xy;~R~5-A@glGfB{mU;w3DFkCR zBX&JYZbnziTp=Z`S^{Skx_=A339=t0AJV3)f5)Eg zOpSuJrD-Y>9JBFBPPi?jPWmlFe`=y@HKbZ}uu9Iw*)xs*A zJD-~|W>aUhZS3ihVOvl1*-HZ_K()S{We4t0Prxv=a_ z%pVFo+=uXyo8wo}EwI5T7v-YIf2n|bJq0XX@s^+&UZh_jph^kSL;uR*`boDopC1}J z`U4!IRGb^pfY2&`C)QZ7%?ByncZN%xjk4lObsY?XGvQFx@K?kHNu#NxM=ye_B&(AHR?D z66&Z}*&c{rY zTWzFIhul(ECn{mosMiTFo3>xoy3&L%R;mQsIy2}Agv~zL;*q3*ukr%$Tx^7LD?)tH z*G=5vZJs`FS;+uJ0s^Ecj~8Gw;^(!l*bU$`(Lo}q(i&qb2p;XBe_!)wD8skVH}Kvm z!{9|KVyL^xFZCqWfy=~rhxl^VboL>FLqhH66Ufe4i>Wwe&WzQ5(Y~%an|yx(gjUqh zzZqY|jipx0g&1Z;T;^tt?gP|8TN;T zdFEUkThS}06xuA-f7$j{p7iG)kEAYwK%BD+a+ORK9cw3kYtEi1M(ydcf+YOdOb!cm z(h0wK4AX)r221sfhE=(D48p1QAr!32UI}&F`kqw(CVy1Gj{$m!QMRd< z6cAlQX!=XA7};L(p&;2a%vh6rqeDw7o0I8B-hf|%7B-qAa=wmoA-k=}S>7tS_6_|d z!s~j4yzOAuH3`YeDbmHA8kvBhO``^LJQvd|49-_|y_+wysY_>b18z+R0``FC-kKv6 zB{NQ|E3NqKqAAS5`G4Sin>nWgu$c)mQk!sNARLrh<~3VJPD^zI_R4$-mn6%9@L z#R1e2gks5X-D^)r%NMGE{*IO{RZMirOY2$5q&U&&^t%Nc2jcXzC54q=E~9eZEt7E6 zaZ@m)9i-}fh4$;_ng&yR^^6D*ow_zi*laYRcL736(Xa zOW=?39uuPF;kP$oL7xn*@MpdG!tO@5^F>?#X31rcpU zrNqBfl_YIma(|=B(GXId6I#VG_T_4h_9N3s{xi7WV}TrHR244|?#U zL?mg7&Y3i>8DGw?Li^gLT4W;c23}cF<&Zz<^FmB_PFH#zSlOFhpTi10$jYADb9}>I zeSrF2j*ljKAt?jM zKoPF=)`D|HG@auYC3!{Zzu zO=x=Rt$&!DD6w%!(VQ{P_pWWigxWErCcmT<&L=tDmAUVKCU+B2Jq-2*1jMnSePtlJ zyj);uVO?SW0jpcZRE14+(GsuxeBwN99udzZjTFydXXa)mQFc;u8Rt6>rqTq#+#(q_ zgEN{&K(W>7zv)IGG5pgrXlEf7HBiNqaQu&M^2*Mso_*Smq07)Wol^`a374%Z*U82Pkq_sbx>&Xi_o= zJAXp@MHmKw5YSZL!HF>VjCG+}q_+*?Kwd$G?8)R3=^tOwl(sqMQ#t45=~|=^MHXIc zUBJQg=-Mcs%t-Rl9Yxtv&vuiCt3SHO`IrUrV0@7Kz(|?#H1rbiT6tS{MA^mH;Ry60 zBm$+v^L=LdTKeVG>U>6{5_sLgn*zItEq|kDDe{pf^mQtT_!N&;-_yMgFbQLSwHt>S zvl=KN3R%IVoZ-9@6fNOzRQCx>4mV_}o5l@ZS3EG}SAhD0ab4he6Pi%xD|OV)Jn>rDd?%dPp58F=-+T#Y_FXJ0G(QWH>QdB{oJz;iHUSFQYeJ0vOs;+_$R2Qcp zGFSqfuBA|}$JsqPUAS}|Vhe#pMIUx-pOU!eKFX$%(NPZOe>=27Sc|6_?KLI*k(6lk zsX@P;HTlx8Vv`7dXS&o^p~< z9dqwxLkYmTp*H5EpJJakz*v9@`XP7j*vYzjiyoNZ(8Vs(R!~!_Ie(g#yr&Y{E=e00 z5t7>Y<$yBQ8jKnQ^%q=B~Buml~1%!<)_F_!M#Qq(X@{SN7dc(6uo^M@u z&FUofY9YpZ<9mY2b{Q+2Ky#SoH9o{0Ni#P`-wZ+FaP`zPq20I!Ba-<&Tb`W%ocVmohkeH%$eoyd@eWB9YDk;R1`S6tAFf04w$M}ZX_GEkIj?O zk_@YttvU$nP8M@{W|OYIE%LG(Qo$TA+cMO!PyNCfWN{6fv+uE`Yki$=@rjISMGJm#O!c=YI}StCu9 zMNiVi!J4GP6Mvge0vk0~KXJg>B>IINe$$rLfHJOr2Lq`w)z;pCKH+{xGB&PQJ+;lr z%e`8=Lz`=nPC13sH9Bs*YL=a=+-aB!X&t*gbPEHy<*Yq328FECkIidwbNoywt;lnG zb>len^2(DGCE0vb{QSd^HO9++^DO+htVSRD1|&@L$$u@XAPT$Fhz>h%dw%BqP>at( zf|rO#AJ9Rj3acL;Im6afJU~wYoH%WK>h6d+5IW--N2w4{H%5aks}ziXdKcU^Ia z8b6Zk6MyU>d|+Ip3hghkq*iB?)QeOKfZQ6{eWwgOGc-pQiB? zPu@@C1ZppmSl{&pDIW`*pB5a=CaL%*6qmm)nA;RnDS>!YpOn`_h)YDP=*|v!e#^ z#eZE{gyAly!3G8|+9_W?Kx%D{Yre7G0+g zi9E091qbGwBOD2C5#lI;YgPq<2U_=KydAZ19(tHu2H?c7+n37%eM9~^#wndtUb$4I z80vd5f!=HLNWle}%5og7M>e0!BfhYuf`6;^jPR5Wx7B6Jjzs$vUfJ3s04&|+z8x;O zEDLMOx4w%}lIKP{(-YX6mWW%lRPlD*i#MG{jC1mJtH18PbLD%zyy=X=!FNG%5A?KV zGqLL^u&Vzy)30=<{i``?$hF+0z47Q#MBdfAu_&q;eb!agI7A}1pMP`+K(@|Ivw!=w zXZ&$7$-oi85$TR5Lpjq3vBKO6d@3;aXMM85gik>=J&OWaqebZ8H$<=avxGX>DmIs* z?I9)b&N6dy%Sy~L9|7vgFUBuQ7{_eJV2s&dP)JrV_;e0 zskm4XLXVpX73SBh?3kS*=kMZyJb#4O{U=(R8e&eWu@#|sb=Xww;2}{l9i)rV>QM%= z{a%;I@bh#K!pvL~+|XWStG!4HNDa~R;1M(5q@b_Vm6jvFTl>M+GzpVW9Jh(?7w$zy z`N-u*7wBzp`}$r$;u#__eXTg~8ZIr-Q1@=ftCSyJTn=S~eavDSqQ)_K$A8KxI)p3_ zqH>_jE$@WZ{VIbtuDf4;CQ{is4^n&Vot)&L75YVmZ9n?_9e8Fq8*%m&#)8eu?HXDK z=UE_6#Jr!IIz_r=b(CY4&^*J*(oaZ%KiE1f3;iyl6{4{SIIP|ES*6CMu(#Hxs9ot} z9Tt7fK*WKwG`}QdrEnCQ0DrE9J-(!+ZO@avk&ti|A~jtuCbnh8E-JRn=va9HNvAczC=GxNNNg4O^obg)2*z%^HzeWX^Iu~>3qf~ z+N8$uw17176W550LxMmdr6t%#->7WE<%GMiHdf*&i; zA(fw0K#5})^czqEIJ^O4Y~MMCZsyQXvzd&n`us@=vgV)*1JqTA-W^U#U?U!AVR=|` z=aHjQpFUV9aAz~C&3|dh7k*$6>zWDc`-pD~7t|dmr@^CZ-7v}eLY7Uyv4DK*GuUVG zL7_vO6?JeRlzXN9OA{r#7k|_<-(=MXCN!c3KQqSCdefLQ(}aLpQx-+ zX0j*MFqC1cogUf6#^*b8^#DDocV%i662B|3`si5)O zhK2bruowUW3>U+uH40=yBT0%1quO!vOwAPaipFQu7YWbOm``AO8t(9IzVJd;V7zQM zS)`3?iy)q6h!ENDu>}me^tpoOjD9G4n~hy8jEfrg?Vkbdy|Yv1N&K^246Q(16-P-a zo`9v>taCdUvVSmf#)&>fBw^lOyKW7;>axd_zyM+-ZqASfh~oNamCRH|a{S=#lkFv( z$-81Sxf860n~(J9;T#dP2 zi7&emVy{Yd9Yx56ura^T+S9{~EH8WZ8&OT`!^5r%RRRU>&*qfs z`*D`bm4VNjBDX*EMN7AuO*fAj%6*4vto=QehcXgFkD@C_Oi9&Y10CdmHHIloiZEN6 zjQl86mX!6DG>4&7K{QXcUQ}H_Hdjwf%|1^@FiXQp(~K0j4ZM#$MBX`0N`tPHc!zql zpsFlOFn`NHx|yqTPyVG0JXgdN&7Ip-%}p~AR^6w?vZKT4YAH3MT-RUUFRhWLOXKi! z2#2H4arrM6r}2&)O?jC6G5+B-glwx`yLtJ9q@P({pEYh#8lSJ1?8|%T8Oz&IiRsU< zv{M}m7lLXIlrr&2Iytri8YJV`KFWjvq!tf)^?#8ez-;lyOD0|_I#}0Bg&#SqvS7SO zf!Ny};f5$m1jdtL`LDvhsfb(TS-P3T19&b98cL zVUtRB3IaJfmx1&F6t{?z0Z$$QFqeSz0Ts9Hu>oct0Wg=5Cju3hh?4;g95*>NG72wD zWo~D5Xfq%%3NK7$ZfA68AUHWTHJ7oI0V#jC1ymH;8a7M{3?R}CgMff^HkR71Jd9(>N)qEd;fo}?_0Ch%zob7&)(0w*BW*f z9erK}2*MT$Lco!{f_wr}KqW0LH8G%ofH0qcfDnM4-2jGkhW=#+up2?$Jzxm9)W3fM zl-!{Z@r2AGt!|e}Xmt1n>a= zIvb!MpWuJW{gwTz5Dfl1*#-$gh7u8)pv$ zI^V|22Ig#Iiw^j`a~mK?K^JI)CioXU53oDT73sm}0dxLEk^fg2^eL;rAxa1r7bqO* z0r<5)Wtck@j6QZ>{y#VC1V?zo{r&=WFgV2S7YT@`E59Ke=H>}iQ~oOiZ36sbvxg#q zq5=})!V-c&s2dRK19ss5Ro;KV*A@EP`P+{$TXwyTg2dW&&vK2?7Oveg3nuK+6k) zfIIvC6aM>t`9UCUZ3PqVKaBt5Q&dFw0R7NCd4)s;fPz9IfjHf@*L(1W-`m4+r$&{msMcFIjN@H8Nbl|8Aj;Kx-Ka%~E52?+d;4?T5YC-kf0fxfXnE*lT@2qJ%9?k@~Q57~e3Lj?{-Kz>c5kf<2Y z#@*e<7l0N78i}IyfgW23)aSR}f&6@M1QMMBL~{-R+9BKlzpj5-QXI%{^UL%b38K}= z5B(Pu1@goG1to#}F8@HZT=?Ptf+>7_7ag#tyE~fi zZxy1s{*8aXG*GAy6bzW3MS!Kl9P7i{&t59fd-HCL%HSSkoS6vmj+R*BBl}e*tyYut zb8{9nDnavof*^lO$1ZI}x3j!YACLULG%z>%ik$E=gSPFNZ4+jHo?uQV`<*h}oh50( zC^Sw}WRfa#@5j(#jK1@h-~q(GU!R@CpQFBaF4_AYML9@ZJ-l7J^X<#>98D?)Nu#|r zJ!GrxpuvXdF%3ulnoE4>dW?Bwx^~uG4Vlh!K$3Ueot1xqp}{56KF03oV0EvMjqhyF zkfbWogAB?dcy&fgMYpf=%e;28$oyVcqWcHkq*g# zT^f>(qO7e_2gK9#b79e*P>J;X>ATPEqx>K;%OJg{ovk0A4^2{^&f~5OeQ_pyJKn~b z!|Lx)U5`Sk zf96**w^HcA7#SB3wnPatW}JIKl+Sr0UI%t?=8SMU(y0A?Wl-lVzD?;h?d>p6R11?6 z6Sh3Hbj=Ht)sb)-(X9(gx3PRev+->#Z!@xlIU zZ6spN!Zp^F7kZycuZk&8w}81IjIwn`dH1MK?GC)Y&due&XVX#p1p6~-du(i%V?o-R z%W&Q#FRs`WAo^6Zce}JJ1+y1Z$lm!4oHh&7!Z%*c^5G~vABfxT>wg39ihr;V>bQTn z=8a^Q+J=}1RK$!9)``5@mrQ@C%*wz#6a64A0goWIJ~{UJ%rIT8IzxA^$jQ?mTBEf4 zlLsEkvI}WRHTuvK4lCI-^hR6aOr^uA4&HOI@sbM#_)1Gs_wBj%;o`<-i+e{Gc5^*p z7&p7kElAeGR{7x$rmRw1U`UrOgNA>!4m70_~9o3>ZEg={1Lt;-YPX5>(SNv z!TD1UG3}J5P05GI5b#17CIw~2m1OK!AzvA{4~-k)vW+Kj%MrjDt}1JQ#RoV#BmuiN$C@n3iO zByD-S>t>(el!d`o=m&mc?&NVnzn+}C>vE?#OHgEOVOZ32i`nyx@jv`fki~Mxt^>HH z)^t@cnvi6EE_g`6{xFHq0KZU;6`Ho&iYNz&2gXtm>G&X=<2J3z7>-l#Rfw7?6qtd3K8lxeKWY8 z&0gwFON2h zoN+Z6@Qjza8SPz_+Vwx&h8k{si(9Hx9ZIWYO^TFgieHL8rT_Vj&mi%|29J&h4$lr9 z%k6gri3}ZK4K-!)NK}7;R>l-#Ey^uGgHfzw!3pVIxAWB|SJJF_JTO{LyZRz0$$4+& z2a~V!E!;^*bL!#hho`HWbtefZaMtd-Htd6$1gv!ofd}J=n2U@s_FSsy2)W8K+)3t4 z&ERXgZ>{v6L5*OcO;55p!<${&LMIK>jKFe3nNLL8Ffmix=S+W!C!>`_MFKY7&thgo z)e)G@sT5<`Y*y#T-{?wbGmT%Nv`m8?F4^l<<%?1@1Nl{j-sc2C-q?%g(f!c&guCPk z43M+X5?f!T?`jLmwptzL-m%Pip8wA2jpXVQr%|ykC6H0eRncJY-Lwb;B@lJr1cKYYvlLfo;p?BJFfpph=9fS}J?Blr^KvN{_o1|D4*29x|>eOWDKD6@x5B~irD87xZA zv?=uXSyb|6svZ9r{Ze7vaCg0K#eL zD4GuxGU8wvwx;y*&X{9ZZp~L2`VsZye5;;%fsSr!`djI1=BNA*@*sadc&|j7W1e{C)eo|5X%4F%@ZicM9B@Y( zmX}ZA&#`BS>bpEW914)>c~1F=(EaJv^OSSuJgz=sj*d>_SB)#*p!F}@sIKQSAY|u0 zy*=7L>cljrY3*naR0&wM_Mm~O6>X2J33n7HyD6Q<9}iU%q&Ve2aPt0|>OLFY*N1;M zLvcA+>-gfX81;$<2?$2P{@~S;Y~|?;kM%>qR-(@)^jp+!DObM1Xp3g;!)&N@KHWq| zqe6dd+2$Uhh~x7JCOkuYClbHXye8NA6BQedR_Shm3hHL!AIV|jZc*Q&pcACc3r^}< z_7}yJX~+Bvz2cMeN>CawUS$I~pp$>CJbb+d!+l3PI9>6 zv-<5V*T*qG){?U+-R$0kfJC>c^Xjh7U9XHMEi6lsS*(e9qa&TvYrnplDKPK{`I5O3-OwOaZ1jdajtaU%#szmCz z_C;MSrN}!w40+D=0*f&PD1(30as4rv7Ax{%!+4slay1RWLKoQw7MR)s?J5ZbecN5q zKi;>YUys%u!%8XZ#LYIT!8a!JO8%9u&OpVde0%h*D}FyC)h;v{vu4W0R@2phm4GPX z2&%_Sx@$|P=a?}Kjm(T@36J(bacK$)jBI={s-IdCeS27K7Wk{M8Y6#oK=?Wdq+~GD zUdULhe$U7Fm%%SVPNfY36Xd}Zde&p4e4%QyDySjd>N9&jJa})LlDs`jMbOcZ*T_$G z6$+1@7)=#c?E)p?@ai^07Olvh&Az0C$M6JQ0xl%eEFslrl*k@^{IpNaXN zT~cbzOEw)?X|ginMSK$dIoV)c>iGF}W5*N40DDVg;UMbWQB{B6(o-wx%9TNGSULaN z1AKW((1qZ;`&#Z}_d~cuL#slkAHJl}BZR@dgS{I=Uunq`v^n*$i8bH-yeaJ`m8*8Y z$rX;D*>N)z9>KT7c~B?Df!7!@=FJvp1yv1H)+~^`>6(CbT9jwB+bq+o2OWgpUOOj zCh*oEV35zNH?I{({(Sf(Rh!;W7JJL*DO;}33G4=gGRS{nW><@oCxJuj#_%Lgw)QWJ9cohqq`}paQ(nZ)REKGm0Xct}yCbKx!Z|-K1(gfXb z`i)YZ?$6une041t&4YZG<9c@$o;ZbXnBx)KaD|b_`E4S}SP&M~%s1gvd0vP4^-gSP zV=+*289`ND=jP=6J}FWoTI70$aHK9IBTpgqdk%kL67)ta^kDEEB~;ckq~?h_XEcs& z=W`#NW`z9lk|r}bu;-@n^{u{{@x*N?wJ)GZxp;n62*O*V`(^nn&K|}Aha6)@&?`wM zzHKiSs*zFg)mIU-_fN@u@A++id~HlBnRP_xyPJAepp`j{AtQ0}lO24_wn%&#UAj(V zI^KVoE`@b`-uz^o$tf4^D%N8}r=NUhqhERqjN$K9Di;(_DU+M3%X*078+L#5tkl^V z*v)v+a-$6x&bh_=>?(z^RZ+e9l)TEXQJrDs8Y1TLiT&rueu@HJ~o2`ctIbCpU7Y-(eJZvf1_saiX?K>E({-YXmO8A z6chVgrdl=3Xhnrb!z32_F$8DOWBG=a#Z98&o@!GSX2$j9ByM~EK(}UF>6TQ;TBd(f zG_d2okpsiJevZceTz|4~e#rSb{57Z-6lcA+CgQp)*VeI1Wr5;iu#9WhT~>%JF88k} zI9$k{zGxY600BZ&dG^h%+PW(S7ip;*9LvOb`hHYyRG4k|BdyD9lPvYCBn$BUD-;(A zp560wq3Uhq;O3n?dnbyUNQ!dgU@(8Mrzv`|q2(hcq@^$R{DoNs+%W*$IkEimdR$EJ!AbiBqp6c2e%lK6YGmfftkrc&zMmOtZm9a~ zN9;U?c_H1fl$@3+z-zfDBfftmwQ+s~O97<%rTqhuAtradq!|p%{usH2>`z$ODN9!= zNPS?Y9__8|TkKl!ISLWfeiuuxLezST*6~JmYHw#@;kK#xS(#$~S z1YR_8Nou0(UcK3?cW8gP4^BeCxd~Ur8KOTEx%A5r8p0A0KE{ZiHqt8b4>>z^vpKP^ zx}@eFPs$C9h@YxjbgZ3K@wseYMF}a`%?3bMH&uH`?yTB{e(`6nyZO8&Eu*T={B&oo zQD1<4+O5*&&L@^#yIpzkkC7+kK1^M$^o!dsHMd8Tmv=vh48ea|Tk)y+3HRtMAb4b_ zJ~)9Aoc_FtFW9lm)0alP@(BfM@$1ryDk^WsdRxaiRv1qTM80gkU6c@h#hV+tW67*` z7O)yGCA8jH8k28u#1~6|oRel-{4!zt^8IV4+pj!B>St-SN+Y5}HV|9onYe}EYO358 zk3rCCquS~nirjxE!R%m}0)rNMk2h_zipLdJr8%>iz|B|ceKb)t_x0+`?A)iXl{5W0 zEa$_rI(|&4ec}5~j8AFWBZ%E)CeYE@huE&aqAz3~QO0y-cY=mJlefF(dOfT~piIlI zKYcT?)DdSxmnY&0P&ax~JqktieDGE%H5GiRaFOFIALJ z*(HW+S`Gi{IcOks28FcnaA zNQ&R?!nc2x3oP&9oHHqZX!Y)ZH>{221zFQWUb;~6jb}oP!%Hrbik0!KCxY>S5m3*h zdAiEVImMxvF(WNR*i!A_p&MqBu9#mf-8mHAHCbdD(W0Il>>Pdh%Bv+ez5cI zlQ9YJFoF5H^F4RR`R1-T+?5r*Tk5~^fc~|Mp-F$80W|+!fE8=(x^m>!jGUtVLP>Gn zj)GEwwzf!nfZ!WxdcRO z7PaEu><`0xci=V(VPq9e^idu>b5#uB9OP(>c8dwKA#;N7<~!`-x*tYynnC z66&Y}dRvX}5kV9dk1$TFD9#Cm=k2S!FED?TqOi8ArB&H%iLo||_n&Vmn+n9^O`eK1 z_&q**ONrv$e9tCZ9YDTQ+v#0zkj^5s;lJ8<(j6Loee))F@oFARMs&}oo$>+EYLgki z8Mfs|eCqA@nYCwJ$wj>{5ufVrd#;W3pG-|Swyrj18ho!l0_w^N8mxFr6s_kvzE^+D zrxQ)ipQYdEe?ABC)bQ479qC#8R7d}S0w%F24$`tk5wb3r0}5n!6RDVU;mgF8b>Cic zPmE+HuOB@&&qTB8r_L%ld0jlOH4DY_5SZ=u+x056<1(Prfh1I|erS#_C+_+X@Qv^L z>{C|fi54A9~^m? zaG~;vQO4W_fk~I&$G&42`E#;%^xZObK3#FTaY>iMx{5PgrA+{0lE?a;{WM=KO&?T| zn05&T=OHyq7$)HsZun6bu>^`6yR!1fxPbM{!ilACmT082E3xahs!w0k#3 z&UJ0b?AybNy0HPf&JR4Ni)SZ~N9NybRYoi`kY+z9Betd_wosS$uct^e^tZn`Rqu3o zK`2%G`i=O{4t;HUiG(z&PtJe2)sL5$ZSN{=I+4z~uJ2rSG>{i!@~(vvT4;{Gkyxs`x*%hrdY<=;Jo_KnAvX#BKDX^Aam zKScTSr?f-O5r4NOF3|L-zQRKEgnYz8p_` z9+?L1O#?~puZpa|!UF|`dg*15eb87_`ZWM$Xk%VQVoBa0wHJRjw^OEsKSNfW>5!r4 z#)f4uc@aJaPxq~?%OSm17J!+AU4=-Xw8LN7g2`m}pHb;~CIx%X|*5PZPyS@yPgLNwpxW4r;`EBB{V5kx|Ouk##cbbfSIgX0t( z{KzBnDHBxQ0YraGpQ!h($;bMNXf0@vljr@Hf*PC1InbCHhLe?HwO%g&jK)Q*&PwA) zmmzS)w0ZYl(a=`P{c2R|niWxuX<>tY;$Xp+(q-^)t6~ZH!1Bh82no+RkM$ky6>&w6 zhK|ag?e9y=vZeu1@-(J<6^xy0cQ^g(9_5jeX?jGS>KlKDb?qZLws$8bw{Xw!5fh(w z?X&yM+2}E`9OYoW&j||jxE>iD4v_7BYJSIa2~=%%y(Xj9Ex|qjjH;?;^J@qVnOl1& z4UlAWvEEi&kxBgt#7>jT;b0#5u zR(bnvD{X&Jip;0j!Gf$Xv!mb;bxG8l%if1?NeRWtc5k*VE-1%u6fzZY0A}44+I%$f zJD;r{=splLc{y~_)tI5AoF4x3OYnM0X?MV8h`6C`wlgJ%AmzXT0M3Z&c?G(((kNp0 zz}cK@v8JrBFKLspfmqOasMDA|WkfwPs)?3Dp!tCQifrw?FXFft?@w%OVSOd!SpdD8Fqv#VZ7|? zkqUpxUm0V}BRajwq+FF3b655Vj^(G{d{^42s!n3*r&{(6>s=1B;m4VIG;g8HTYeo> z*TAuGVU(q8sh(<9Bl{zt`(# z9DGXivL?-cSMNrrASU%HB2i%r?nWlx=JZAFI-$pi68F1JRz={2?#lRVt=rRsrvnNG zUSTEOw2*yIp%!2Du2Fx>14}N_Na|~I)x(CvMISm1v)B_7qwbIlGm(%TfP9@xN8x{E z+okLa5J_OjWG=p=i17X0)MS0C0i{?ayB7bpDY6QQ{qDEDm0`l+J89h43QIHDo(?fE z_ok`P6z*-@Gw$ufx;uyhODhVh1+@+QWyEAJo7nq>V=$ z{*^$HTa(zFg_LQz%01-;gUQ8K+U)r8(CSiHpU5_&jNKc{#sLVk-eQ~eYrTtG0zO94 zHP<3J2aU7)9lRAs7sb@m!K!}+qw22-S4-aCWw?1IpYW3NK7$ZfA68G9WQ9H8wR0FHB`_XLM*Y zATSCqOl59obZ8(kF*h(Zmw{RVD}S8n7A;C3KyY_!+}$O(ySqc<&_FjHT!Rx_f(8jB zxFkSu3+@&mxCeK=otZf^bIyBJ_f}VR|7-jD_TFFpO-re+#VTP9vINS4Tp+BRY#c%W zDHRn30RRUFHyZ~B7cwoawmrlN_?H-&Ru||Fwgbw}0@ouy?Ysgc|%& zxdlL0LIYp{CHNOTu$8;LD+J62ws-nXk^OfV=qby%SWAJNoq;Y8F!JyEr0v~-R?uVj zVgIwUjxHcC7r(!NjlGMt&2JLc9`t@v+* z%*hF`wzq-+EP=N6F3A5xhl+tVe`09!-R->rMjX)D;{m(&X-T*&VE*=0Y7cU2ZlarGJzz==!|9|f=e;>eq$p0Z#x3K@K zIF5fJD!ABy0MICZkbs`ve~5VgH5Uwj?F=K}zf-7!pu-FVF#I$7#vHsHR?sib|K|<( z!{z^P@P9}7zs>&t79{K88)&U=53#cQbCUkk3uq1}dl#TO z2yFlR%7J=uaQu%Bx^`BM&}#(@?bx3x3ovvCA%8UYHwHqt?7!=faj^nf|6WHfUOs?@ zySs%CGISuIh!^0;3Ef+3p!XjG4`63=0YRWH04QgFfPW3h9r<^g`S<|rlD|cNAbw5& zyWHPMfD6E``8N{e2e4cGjiB?+ZsFu=_m4zS0Kjhfj~?o4355Kk<`o36LoW~Ke}#b3 zXSeZUDR6Kk1+qft@VCcKBrQ?eQO*2kq~F@E_MJ5a6Mu@TYIPVK4(#>Ty~*{Q`Xd>T~*TUCVzKj?%Z#)j-uX&=Zcj=cGs4|GI93# z>cw=j-!&=KEXEg@0=+aza-mZ9UKn+<7|aeNF>BjiEn18>^tIjd$zF80WwQK=;jOA| z9o1zy%J`&$x`*qUkgt{l+FQIAg!Fmq&IzF#vBq!HRkNs+MA~kV-+5JGuJ#WOEMfJK zb$`YLD|&`(ozO%;uw;Y>NTqoYt8|wN(I4_kJrA<5{Ve5hr0}&=3Me%Rkq4v-Q@$P( z8b44Y>O17TwM#}mAjJ4qn6*=E2MS8R<>u`Q6-dvUri!$U_OljQmemYu`#KjnI7x85 z0KYo8>4efT-olVW{l@N7*;!z~kc3u@Lw`o4l_4veUOsRZr=SO$$;*lZ<@&1}XS#@Y zZtsV)jJ9wg9Xr6az-x_rKIQZ?A9Hdq(lUeu3|0~k1;=eH3D3OFIFC53*tHS+hyp(K zGSXMNb}^)Q8<7{~*yL|#H;9DjWaj8+B^XL01s2Qvs#K$s0(w!W5idWJ;|fxM(SKjd z=US7w`B|=uQ*2-x1m(dDQ@aCKlVx5d+)&Uk`MS)oe(G+ScW1?Pp)L_soeO`z`xYEU ze-umyuP<=kLI#6Hc=7N9wz~F;ySX4E{R?}0yLpWiRw6h5g{~9TV9?@T;?=DseEAH4 zDo~wFT&V?7*D6;tOhDRBK(PGa{(rJC-_>^`KTG*ITlRgR$;@U(Ypb&niNV8F!S3x$ zy-9bBF=>ljd%DTZ-d>KVGysVR zGJ>L0Lj80sFhUT@Qn`2!{8qRt#|mJa<&=8nq23i-pJ|i~NH0&>m5x!ce1G+HiC~7p z#}fZqcqs_wSe*yTK&8si6(pUb;DVZZnnItr< z2WjXEt9j-49qu~3h{e0F_v%8~_4k(IxvWC){2%m@8y=#pvM3)PL>m{T+1LHy?s7awi%xXUb`x(X!Prsj3dWbiHah6f>XR z8^1DJtd?nABWXOcIScE|X_3Kn3_tCs^R6`^I~1F>|I0G0Twz27 zXQwjBTV9D$qE-;jj zD};=>N=WR>Ia<{KH{J6l>xs-a{WEr>*2f~x&TQW%ai!C?SR3m7md8NEizQ~TY@+b6 zKS!C8Mt@$FF=6{sp&@1t3FWXJP=Ds=YO zuW1q=roujDfJmp-_wfPJH;m>%y-sp#`t!HnH-Brd&g%2n{5#qGh)q5u&N>lRHX;#B zlwwig(`b0gOit;3BVFw?$P*v>)djobPs&Uycsuo|gT--1)c14cS;Y#ed%dS6>>H=) zV-@Ng*0gm6sR7{|`q1Rt&Kr&4Ax?>c4Dd-hDQFH8HbvJD(tpqD&s&f3Rnn)Ko{7f5CS4_Iu6B6n&UsUx z<%s$?$28Ao)2$+0dN(8F9mk}=C+3h}yzCG=QfKun14Id zV9HTo7?P+pM!TH0Sn)dD0l}MBU(Y}~r*IdMGV1b+2t)8KaMrGyFYawogI!a81j%To!PS2ck5Dlh2_7A(@0%QlSMOnod z8>t3L5t;;bQ~D7|ru&|IxVgKnl*SeqA2j7lf?93IyY0)I;?-V zw>KZn%_a8yu!V`K!L&I>wOJ8~@Gc@O{R`b0-Po5x;So+I4qZG>nvU3a7~a8d ziMbz)_Z~5wnCC*(NLug2WK#?}U@i1Uj^v#~-|rXH8aw6ABJqn_ePp_q2FetZzd^Ej zsLp>O=ZVgTV+=IJIJqVm@fETeU6C3wy*g#xbW=22r_DXlqG8#90xn?evw^`wWfUvidzEwzWhdHY%b|VJ&sV-pHiUj)rX)HLLTq zv@kekvaX7y>aWY;z79B5U_^f|1+N~^FZK~xCt)%FG^z_PeJl?Z5>HTNIfPmQyk;$<`+V=GbcW<`&Ho+3+W$oaK z=d#0+ML&r?7#^Z)-#ErRt5l2PzzAi41FcXq9809NSQ!k6buI&5!R0%Jj{uc{o69WK z^Q)iZH#bcr(&MwKH!XiE8Z!>)t&z`tgbr-+X?HnS;yI~F{u(Dw{mjmJvJ`?d(lZ4^ zA5SVbko;bZm*|Nb9&LR@zpDMXJf$)TT%oK3k^ws zpPvZ(__}qU{#gV6*I|U!t63&(Gsi%#pOF3PMPN1Un?MKoun&J!K1sj@4wfX|3B6LZ zYqp{DTb<$ecL_O>B5}s(B}zQIz26nia9`*eztbs#4+yBxk0y9N6`<_A;*RV2&~g2_ zC`M4qgSIO`HK==_kwIgZ%9rxaX6cfcjf;>M1)``NH6oVIg=% z3fUU(lKShd_f&r#@rug$Mq4slsBlvp))G&)@fa$glGmvdF%I2*A+14LJ<4QUGnLsN<0CYE*N?Xq*X7STuigk7kHbBTOB{S=ma|EY}M`@^t zPI|{9=*KkKI$|m;kyf<9D&{JNo!?w;_!w>bnRk*&sAm$BND5F#%1yjCmTqrDitV1> zMejo>@tJ?Fs4>AkhXpkZNiJGcdoD6P``9xH3dTFhZtmOKUvt)V&J0N>GtwV$Z-BDrG6+;f)VJ~$jc(H z2eTspRfYKK<^+z(1V+9hPk!Y7q`Q_(%?K(pOeKFy12#w6h~TG^G-ohqv>=cakyUr0>LT7SKbiM#N2YWXdD}zIvO+-Q|}%>=RKG@^N9H9I|}OEV8b6< zEF-6n8uw3{wfUdN78_sop}h@?!l(qirwt|#(;Be)#j(~RS6H~swm7vd{NwfYQObU` zz!iVk=b*ij{@l<6Q^LD$(93Xk-+@G~Ay-YIFM>b1gk_j_3$%Up@n?HYm&l}}cnK|7 z!PwkfLLu-~jVx=b`~mC+4ymR2r?mr@pou#H4(zt#Q`#RIU*k+&v&Z^+JVL-GDRo*r z+3a;B1Pcis?NW$)b>}?HF$l4^T82SxC$4|y6O}|oC&AH9(v_^shuU>f}K1>#5DVffyj>kWjTb`yeuC^!aYGi;?2YG8R zHgp2t^M`D2JYx<;F^x&cmGN|Ox+glv?>(da8p(NWKK>(ALF62hN%!+>h9QB%8)|>% z8|Ez^{yi}lv2j{yi6C&X+~<`HVeVYKwI^OUQznOj9QlJ=ooG%(7#H$h_6*EwFW5SB zt;Xzkw&mg^7N6+Blce&Vt=>p7+uf~;ri`i0t|2cc6Q<5{PRbZ*?$Yae$q4ogJqu(d zo0ZY!(gi%ZD%zwzMg???~ zPi7O&7mZKr!wFtuv6>|K(V5+Da}rzf`}@*GR8aGn*bw7>C+20Sb`trBiZFuQAx+0> zf>Zq>e@eI}Nv$_Slkco8dFUlJ4{T=Xsj5SkWGi_K>7f``4Olhw%g%+-I)I=yaP ztACSg>!+i|H}!ZBqpyX3glOR6PFRMc-0^&XbOvwxDep8$6jt0sLZQvsY_c)=6Vh?d z5oy(ja>WnTA)v!()0f}hIX8_(kb`2{Vnkez5rY-=#J^S!!_fAoFE8gh!hmo+v?Df` zrs9G~;4j1MmryHY*azyPzifY9R`NKwY(;6bLwdf=tI0lyQuAS{>qxwy(qGum{xWrZo)tTHM+25>-vu z!Li%78|Dn~gBXg-hcfJM0kH$O((kY`lw+&TkbK`sEdV~}#N4mHi;sWxDU*^JdOB77 zSvWuLT`^ger3k*xrYt?%eP9?TOP$UTU0<{Xn_Q0ykeLf-ViAEY&Yas^72buxvXSKLh{yUw54QS3HpK~t;^B} zw<)YtR0q$ko6bFqSo}=nh^eOc5m{uYb;F}pz``&gECvy+1Q1+PZ6nIdJhp5?n zoi;3^sTTYMD|vsoiK7Tjaj6#8lg&)*EmmnQPGa zT`vvl(IZ#*h^D+40UMyeHM}H`x|3NIvx^}8ZW$=5epcj8_~Tq*fYyib;8y%4%tsg2 zit6IZo^>srnuV^$X}_k?*|=hZ6C*-`ZnY!3uwt2yKka{G^Y)Cfh?uY?z2Cx0&5mbM ze;j5An52H)*GW86rmhtoVP8ol8cl5YuVtc73$ChFDf=XoI>8p>&Yexp7s@-N${v@_hbgUU79;l~f(! z-Ff)Aik*f=a^9r3%2;})wCB9ZUTjPL+|^y>WJ$%EVmZ@S?e#+HC93mDyB{RsbEo!t zX1q9qnW@Bt7D^-9W#z=@G;`FEFp*!`;P;OJ!F_+}CnyGR7VyqHLEW!m6US`M^wz0+ z@Np9MAbk#WzE0r^tNP+ZknG^zpI=rRQv!*DtC{YOkG{dui<-N4vFnqQWnnhxGW>!A zgUaE;<-)o&i($e~J6_EI>Fc}J@A5ye#RG*<@Ohn9@1G{rkG^#cqtm7GzrAJ0 ztIU5Ps?EAOM3zbRW-`deM!Y^QqnY38>Rm4BSc{t~EXn_sdwvvH9&yZ>!uvcxm}4x8 zS2A^FS53XmIUze7XPj#;@!1ivUrWs4i~M@pyb!Y%s&tc(3A22$b}ughZdZ&AUXrnH zf{^i`?dMC5f#b@L>wpx6$y$g%a(6vQy4!yd;|%;P$~^rYpS(wU{!w7*j`yd3s?%ER zuMjO3@#8{cw$3a4{FUW_eWATEVeF`^#u1bie`+M(bYW|;*SmY}`jQygg?;KC?{<2l z-oS}tiQQR>N{=qAR$k^5T7>FQI}I#kIWpt?T>Qq=t29-1y@k4vM|(hCHHA$U?v;P+ zYR)xZ`s(e*VMX_fT-4!F=4!|F>G*)C>Tp%pJc3qecfwtvzHjcXyb(|XW zSTtc1M&B;Fwo=>nZ%ENpJYGt9z7?~cR9UH=A9X=trbS1=6J;p>Oj3e=P!q`!*wIHC zykonJ9=F!nqA#5ksUD-a!&ZNJvp|?FPH^y|yMd&2RM&km!nE%xu8rxKa=Z8Z>t(mY z;1cfJgV9u)3km#3%6F!j8a$!^^{KRi$2R$+EZ1p8ny9YNsS@@rU(E0tT~DTsGIEBP zFO<|FSt)s~*imkH(tUwAcV(>-r$QJgX@{f8CEEQn>G0Zx)b=uab~1kt-!D#V+XIDW zH1q=WMO)+o>*_#l0_`Z@pUC6dLc_;HhX}ud+RqhbxUZGJG}jm`&%R46M1s$uWKa9j z=BdUHh)b0`xc_Ob(GujZ=hiw@!lFr_g=Xx^95m!OQe62AIB&B^vBK1?ry%H>hl^*( z)-UzlQ@r{Wnlgu3nHqn80tYZ_SWqnB1>%go#3vTyAa4(i(iL@XE%A%XsFuWMzu4eO zR9^tcO`ejpFfW4EMMw*Rq>8l!TLz*&SSb?h=k-0+y3m;1jRlZ{q_F$J}kv0(OR-XI;5U;92Dt9komsy%-o9INQXHNTqMJiCP$E}>4f zyPF38&UT_nWZtk~M6kdt{o=S^RY(dpE6j<^5&g&Np-d{LRMB;aTD*TQ{ajPt#S%#? zoKQ=o)(QuN$-JX1j9p+uw2YuKGMYN0^{Y`cp~~T7L$lG{XB{}1z!_B<6u}b;`)QL# zA^s{egz0~!9e7Ijftoih1=zd{xc8t6uIh#J@z45(i8zK$jV>)?d~h*sy<}=ZxR@~| zL`{-$qcvYpgMZBz4Yu!oAVhby2w_XN`mlMc6DCWbMwI#K`~DTxT!f!{-fi+QF*?89 z(e?li1d~s(y`lm^yJoy~g*h)}#BPL{{^2Ft^SFQeF9Y2yQ$FCV_;?K#IUk-NmZcJ@ zsK%C7d~laiPTWdjw+bG+g8tNf*n3C%ecV1t6l%OX?R9~FEv|@r+&{7W5+B))bv1dq($#ZF{b)u^;RqE1wXt92JS8y zu?wrl8Uk7WsxjrCa&H?$`2`hHxDx;jhB4 zl$@h*qfmaHCTW|rU&XP9{s>Fr3RP_d0!%!7;5$thO(kKVs?k$FlOh z@FFARZ|N7erjRMz_PL)NRBS2787OCv8(kTsircUeYO69RKfMlyD|wCEqa9YQO~QXv zv5%xShRr-SobeW2@eod`rhzM}J4JR0V$TLp-9s8+X#um#Ip2 z7J~8KV(2K?$aIKudp0^`qF5RY5{{k+li%k;src#JneIDr#2`VD?Uje8#@|i-$e$2Q zOBrD2Q+y@4$P~)Xq6v(Ylw(k8-k$V2K==e4vlxlu$HZ8rhzMWEDZma)AnAYczA_Pw z3qNRd)C>Jge{HZqP79wjv2QGYyQIH9hiwQ`I= z!9;c6>@W{~Y`aZY+A1qo3tkzx&vp2oE38KWk1;DghFH~@a`Pl0AGSz+BYv@dFZUxH zFjz%jIvqo*5_1NI5ie?`IY@s}NEYj96y9iR+bGlFHdxvmv^fu}=b)h+jp$$bC3M9I zIpjmkMW-COY|1ODIy%97FS{#W&WYP*o1nNcb<{ODFIfBT06QXAz6115h?vK!-vnLe zRWVJ^X^8}QV?&hW(Xusru#V~&puScuE)rXfL z)nc5|2jx=xLx2CNGg56JoLrrz-B4GJdneP+l&gh_^Qbr>^L_szw1a0xGm6{`fv$*heH=o$JHjYSw4Rxa&R63sMdmBN+tJhY&qr;9n zXU7J9Fw-mB87cljF>(62kIt@!>v^82W!67@=&tQQjpC$aDAU zd%3nwism3c1M*_bL`8*V$-lHP-D@-4GvLM{P4by%wU-sA8DkM6DyDko1&2>L( z&nc!eze9_rIh%jsNGJ>+$R3+2(-Q_x4jGMaAc#k!O^Z41<1M3L93^sCrK#b^H^wsw zV$R5Q7*L(gxEjB>>g$7K3w47~dOK*pZV`VoSP)ahO{{_&71wHYY3GaYr@-4EK59&g z7o2;9tdX1Q?I@Bv>a_={(}6$zSdlNpO0m2rdQ9B+)f0b0r_o+I7eCYSeZ83Omo_I} zReI7*WBcAS)3+YBth1;OSE@Lsg9|RI#<_z!yA)O0d`?p;vk%~1k`F|xB!i*E8~mYo zY42aC_mQ6%+vs^Idg%a&&q(_MP1kT6&W`gMLPZ~(j-FW!mgYqUdRw-_IrtsQxF+>G zhZ24P$T5HUrejv-X*0fbjj9uU74()ClWjG#xy;BzvS1OGO-%3y|#YzzrRiEcNIzCP^d;aVlxtMr$N?Lc8|lDQBW^m(jn+eD#4Da zfQaXI-fD|NK!}M3A||Z^=b)vAq$zy$F<19;fTw}4+Jyb-pb#TwLtDM`EaK#?rF*u_ zS_FT>BPS%=)Bc++pK4u;&HWGm$sxU3{^m!Ho)0)F^G3JmDUTyqD($!H)(ye8B7S=7 z`V(mN`J?28vy0lgwCqjXqaj@0ZE3c=z$9czbqpJ}`BXp&YCY$Pc;9)VY?Z=@>8~;r z=s%LO6j?lD>2f90$P&0R9P-qeJXsqdUD$sa`20G#$a>m>Gb10n@}YVHi9?SDVozbj zk6+Vj;5;7S??cfsk7=VnS=&)ma>#SSu;4h)R(BGyY-lE&!A|QZ`adnCYpWlZFsDa0yZ!nubm#EGpY;g^cmr2ess`NszQIr zoUt=#s2gBlx);30Czh%Pn}WaJsCRN?QU)@j6%0ic6q#0|DsNMj=O7=2=NI_k$GRt{ z8Vj<8b2F~^)*2LJ6D;Y)D86&h7j;-!?bHs5b{5L(y`1ug(6%sgH3A z>;>~Sf2^+8`YGi)-C+~M#*j zJQJoLBfVmL2|1?&->#*Kg2?&-EcY3Unn9HwK*&SP+JrT*&}mN0 zRQ(>JmBua zl^{6aMRw_`E8%|Pl-H)riYP;^vEVX zBVD*T$Ty<>Q;nuK>9l_&pz05>dztH9{#);xWu+Bg zZ0>QWU+I#V`4E31)@hI=dr)3ZZ{5@Z@Z^X2sA||m+ca6ITQIxoh3Y7Aq(FyJou&lkC7P=V8AW+d2ScFstu_go zU=I4=f|O&=^l5Ov9vE=cjC}Es>GpCPJ3>=P?{W&IL@+aBdIB9Mu8S9B{10$Eo zj(QiFqkx9cj4nC>WijIBjF(;d#mz`7*2@7bn#@ovek3#2#I|J0YxBfe&SQku><-PT z3?E#-(cyn1{!72nK(b)eZEGhA%!Rc!2tI+kt@;(rm22AsH5+o3Srrr0i(izi7)g*B zJ)#1#@lyE+CRo}8K8$x(uofqzupgx0&eZwoEZ9j@vSh5RmLXhsOeuDJYiySMsw{S) z(zrCQG<6?JO9Le7297_P&mBB{RfLu4IUS#oI5B@w9y`Mr^>9yQX&GzCK;rwFKt9g= z#7Tz~Ep5H;;*7vrRmyZT6-FRkeu{#)s`Jq;4k+1sydtOJ@;G2*7t}z;Va;4*RIj?3 zdmHI%EJ=jmliw_lbHXa~JP5yaz?580cERdm@S5_6nHCaR#3R}xDs^A^ds7;9gtNnu z(35|r111eN=dMckT_jxh_zCBgRFTAwCM865CImfL1laPI<$^$EYa8M7Zi+m!rfSXVs+aI!@0WH%_s0<IsgNOVumK{{y*ep-Gnky8;seFgKUc)&dr{s3!vI8<&}j0}Ypq^Z^MeG&VL0FHB`_ zXLM*XAT~EMHVQ9HWo~D5Xfq%%3NK7$ZfA68AU8KMHkZ*u0xo~IHl0!u5(+~}!wlU> zOE*Xf!!W=I%)l_j&@EjOg0zHmN=X`Yr$`Ed2uKJ>2y#c?`rhyV*SdGjS~KT7d++D$ z=j^@DTEoezZzP~-kFbNPA>b$hkRVVRpsZsk4gdm01c5+d5>8HI7|I3u2THU=)7_QvsteZaN4!K-1F&01^R!#HB$J(m)_U7zmX5%MpQ;2B?6&VDIPK1D6 z07eK142nYki-KF$359Z#783II_7()YdI%zrj`BSG0B?U7$_Zcy^?)M1p!R@Yasj$v zSLknHf+U;(V<(u$AFvU^0p$%wLID`S1qOk_Jum^DaC;~cfH@mrq@fMabA!VFaMu3A zfgkYa)c`<(pug${0K@HnIf7k0 z5SVzd7Z`u$0=C0A{7xJUP*XGjfHC_1RObOf!rV|Ef*vrJUkZhO(O@oF6>hJLaCL>k zQ640}@>78!p%BciqlJE#)ftZPhWq`oc7Va{9ezo$_jD67fy3NAp&BZGdSD=ue=tWV z3Lpjq0wpA+08n=T)Cb}u^o!gW?FRjA1pR_B`3Haaxgp#D4j2j00GI<5^F!k20rr9d zP)JW`fZu-_{=FjsfdKX}2nt{ab%eo5{$a;Fsp zZ&ZID4Er-T;6IESa0diH>JJH+yZcLq*PlJX{pYyw0RDY~E&|iXPyqKoZEpn>141xg zp#O98{|@>8_53fE|E2B!J0CSq7nk2w?qBBr#|n0ZxuE~FW4hQAg_#H)1ZFPa|Ltl9 z{bPuAp!P6N*Z;O^pum{PP=q_W{C$Zq4>f<757b^ChJrZ#(LjII07LHrgG2QZ9JAIbktz02qk`qe(D@$Lz!aejv3_o`rwE z5fDHK<%ER(hYt{gcq9JdkOT<%LXm#}|H>EQi9}*%_;){H#Qe4Y{a`?$K2QkB{44?@ z6aJ_^y#1_Jk;z+NV^nU6bHnT@kAUAivcvO&oG^{2COdQm`CTz>;5Fsqx+?d{y$>u` zemkv=gpb>v7`*!7e`%9!II;1HG?)oWh zrEA`r^LtUef*j76q3am==$Z<0+2Z!y&^0_me);zBF6WpuHv_#8E{#TP+)CU16xUML z6avwlgGJ31AB}Gkt#%&#dMU7LJr{|3yvnH()=fK_+k12mcUCqh8b<}TRprS=N>MWE zgmJPPGA@VGZ-~!|^^DRe3qOAv@#-nOk!sH$Tbcj3nsHovGw&>pW#YEL&&T*b$_UQ9 z0cb~hNi1y-bJT2$YAUJw{aQC*k^InO^1cm{Eq?da?S+`uR0{W`+DIDWN>?fi6>EvX zwpKl70d<=tt2Lt`>RPmV_K9}x@l|S8WRfnUDpiYR|K{V$Y-uJiNr z8iyHwOb;Zx+?aUsHeUH)N!YeKI6>P}WMqkA^%b4UC_WJ{#f)-anHY1&MCOLa^n`Yp z34=4e>-~xwYVHfh4ucjPTgL}glm3~Dn=Qh_J}w`s^&Wf9`E;f@s&5JTV-ra4-qnQ% z9dKw4s2XhUqc1-%hlzh)A5F`bxuLl}F^fD6yM6>)5?r{PV(cqkvf@t>nnG2%=?%l(XWgtHoiSfoE5f0|oct_OP&75RO$>P6Ch{>aZ@ z3EPwO_)QxN*+Xi_oI{JQtDTXNn~mj9p#&>=c|k!ld77DxZt3Tk4Be%epRV?iGekv?aSmc zyj~q$)^UO-bSFI@A9#O}KG+!j?Fl9Mx{dNx%>@(V%!`2Ro!v{P^*9f{Ro*8ICIZaIT_os@Qyc)Bko& zPzR4iKV*NAcCI~EE+8pwOuYLc&aih87u0jw0snptnH#H*;Bhx0n+NOptkDa%_w`=7 zSVa99Xvws|@0?k=k0ZwEXl%Z^POC`vwM2g*ztj#iIK_IKdD`@>&xpUaq-#o%Ya&T7 z?X$jZUeO|~z}Zex)%I?iCq_uiFts(vA1b%EFoIu>TM%uBZ4-Xo1T@+TA50f(i-`~c zz3*}z@Y$44zcKT)Q7`9$ing|!`2nltdg%Q7e7pqP^8qhBhj0D?9}O>(h(+0A=?H%U zd8i0HX}@~iSW)FLsmScKihXG&vlExgIH?7!x*`6GW45?-Gd8J8-&x_^2>KQJI!ZL6 zjanA}`_l5kP>Q>pvN{Lg;8uFeJ^T5dI{fCqqX9*bfn=znfd5Lg9mv+Vs_qdMpfM?Z zq2$uSin36!54m4-9M?foHvjCB zQ`wtuVa~mY^E=88s@Wl87i!iq z*QVGheZ;pmc!_D2vn4fhwZ?xSR>#@9dMuYYrIAxf0RhJ8+o!ZkKd7a0ZmUdke;I<{ zOiAq*JoSLiF+}8ee>Hq8DY3*_KU#}O_DE@^w?n1g2vjQ6Ez)N>>p8gpz_EXXkX@;P zbCi}jS@JxxC=Irjm)e@Tdwl6wyg;U&nwl)0D)EyNlp$-#HXG070Iz=%5Y9G+@-+8t zK36pB^$!t|JvHagO=~(=vAgoFjt&|N7LEX3o9->nan@N>XOYU?VXXYA(I3%Q;C!Kc z`E_5iHuRpnK>)K|gj#_m-Zu47neP#oTmD_64lG`iMh@nN_vy^fu@XYTwuTcLax=O1 zU%gUoSl(MPFPP<&ohpB=ww=`3PpW*)BG{bsU#)${;Xb+DGK`>F=wIogFh z@VcpyVQs4MVx>CL%4lzoO(UV2VAG2{D9?kKAjRF>Et_CW-}+k2{~FgHsrMloI~W@R z`Jx1*J&M;d^`Fb%i4;9u1}cLexviD#cnnA?_HMn($@omZKC*xP^18qrM^s>UYDc?q zzlXtlaCv>so;3@`Vq^a=&P9IcZ1cI8jkg7Vd;yHGZy z7>c}#qPj46;Ol?IyV82R+q?4otKRcI8a99vXoE*|Gu6l8d7pGc6jotlu>mx?9p6dj z8X#cFn62(`Cv`F$o7=X4_xw<3yiH3W5$9`r) z@)(b)*S|!(HPfGEBQvQ#Q9Y4HBcs{&t%I{W6FA@=ss-QTZVp%SYq?KEBE{j;c6b`4 zj<-#6#fX2xputuBy;o(59W~gW@&j)2UzUF3`AjDbV<75<95`7>yL5f2nGC%ltCl4( zjVHt>c~sM7Rj|`zD%g;nh_G^gP(%pDZqI*HjmLNMdG83LxOcHq6HK|sP45|L-AxL$ z!JZ6V9~JA7JXz*julb10Er9QRMlK9p~>psvsoHc){Q2-p(mshcJ^t)q)6^uBk{hRDKYuA5X zWfbn}-bM9F%hRjs4Vr6e?rY*-7o}JvJSqQjt#n_26)O}a{b%nuxN3^36h9fCH8nF0mHV(Yy*svhDjI(% zYW;wGrfoB&^YqSBscI=>*^cSF!Dm|AxX&Z{^Q7o3HT<6HU&x0shKZ3IdP44U@0HVi zp8_tHd*x8oALi%D9Qb_^x$?macxA&W*okMC2Q|yzqbe^Hh8p?os$hpoGC!|iLhNR4 zee_#+)%~S;D?5OQpvxQ1Z>E2cPg8&G`wS;NE?Z`n&oBxVVLI~Qa9wVM)N0bRq)jP} z@ZHxV6K-X%UR-a5`*XyPP}hN2DtSfpKB%u3Q(g8^-|;7h>mXjm#vvE_2Ux`tNe+N*yO=A)#U`=o0<2)6_z*ZBuLHKUyYJ~ESzfuTi?v!=e$ zHfjdaRwtQx;&Bb^fdtX}bMJ*Xkg0Yw;D=*_&(8jHEqg(e%bv7l~CGXDe3Y3(d=c9i^;1_SDo-H4r zKbaJ3u2m1OGhUvV9tbxLB0RoHa$1q`mCp>T&d8EcZ`)ObHd)`*KKctkRRv$FQSdl@ z&sFK6@oqt+^BMYt(omLzly>CPQZVsH;cGC_-O2AQba^4~<%*T3^S|%ce$*W$lcJMo zVlS^>3moj#i9I>VUNnEM>sDw~@}>PYXE-s^nqO!@Q}0_*HfMd4+9S5yc<11FO8=gI zcqTbejr#(6Wjgb#KmrEHni@xyOia_F1Q7eUSU!wwfF{W`F zT#tSG@yll4T7PV%jjVq;Ta549{a7oN56?$~*3_BAo3Kv$_*kcnFyD1zPITz9+}yO2 zz2JPUttG2f=d$p?y5x+vuW;_U)H+oZ9_pN4j2-FvVU0_54oZ&T7|kjyO>t3H{<>&=g z-9)j%SV#UTY2lpMtf)P;_;xDJ&z>`?wtLlIv8I%^e1dpfY6c>+?lzJ?%sLtg z%?YK6)h#(O9owo~$SoRE>{lXl=DUmY`rZK7*u>LFkJn+5ZIL!IZG@SX%``FYC)_q= zS1mcxU)u%erFr&3>6k4ih#3{|?0%x&3F;n{5cqdb>(9IP2E6VTit?;kWtUK7GpTsP z(-dxOHD`a}vvZ#ei3mUlFFeSbcsm3ZI`=y42vHGnHc30S?4F$CW8~kdsGohqOi#~0 zgiEAH`c;&3TM?mL%k)@k5A0QbC(-dPaYTN=>ZxiiAYsJ5|#AkM4nHuG#rozx4 zb;4xc$~O~h5|Y`bSb8lR(JB?1{rv1Bc0sSBEyANrc_jcoR4Y%lKFQ?9CXA<|hrEK* zq{M$Ucr@6EIarh5&Ir9Ye<|5{f=J=kFGL$|_cT(4nHW8{C8v;OIj3RuV~EL7FB$KF zw)2ICZE`DzHh3!5zIMlB7cQx@eMI%*86tfdv^ zvqu{2wN26$(g?})B%{lD(}V5r?Y$r+Wy?_<`!+UUX!p} z1w4T12mc&NOWThNZLd6hoYdl2+-U)dN|X+c2;78mr?|w$tjjsOSA%OR4+OhG6rX>x z-!F4X%ka!DTZ^(B@b8G<^7Mgx)}B|a1BcB&WGy?^CdaCePGQUUq|0S_wnj3L9Vk~k zraUeZZrKSC1W8_DFFw*ZzcAK&Z$L(35Oz(=lADTNfwLxfhZbKz<~$EGPhL3U>}d`e}PkGS+2d)bM0 znK8OvgqeCUlv?)V2261K!23R~=`$vQzfS9}Qbn^tht&jm?xex6{B_*Q{gThk2t7Z~JpE{|wE}oRAx3(8o`xFZB@0 zuY>n5`GE$gBp4P)T)=E7n?IZ5TfJu*)g(f7k7YCKRrSkxS>{&mZu&ZHKBs8TQfb$W zTA~$9`aT#2VPI70vp8HM32%SBwt!KNZr7czJbCAo^&{U>mf5%$TJH}C{}6A?Gs+f% zuejau{v*hYSAEqVMQZxhirG5vd0Gy3XR*So9G%;%;3&!y0_HQ%jbS~{h-#^5h7b9l zzI?f?`1W&4a$;LMkSqSt!uN&3y`Q~!&*Y2TjIM$xP1&FHcuLE6IM{!Vk+az-$pP%B_cM(zv?sH1TM<8=n?m1CJyW$6{7Wk;yZq0ji?;1HOt? zTg&8TiOAtkoVK&~=iPrS+D_f%2K@36L2m@R{XVmEm7g?t>QHSZ7}u?Sdz1DK&ob2U zNW<@qy|$umN^cNxfF15_=x(HtngW?(i?y9+&aBr!Pe?_P`_hvnOA*;IQ5_}YB3d_a z^D0ue!?Fq(v2v*wOf71)P=vEp6RCvgZ5dwAQmZ6Qe1U_NbG3hPAfGbC^^VZK8t&7s zn~}s0qs(`3cjT8~hFq zhjr_st*5Tv&f97rh+8{E_lXk$$-=i9E)Aax6_^TZ*$WWWi~KQp z8^w4oO}2^Jr(A#cT-bjCdR4+}k#;C_`F=anx6MS>j=X8^rCP&K4#73)x1fPA`)It> z0;+P^K^>8vu9A;bAGv@%j2heIH$J|Vd__fbLJrJkv@bB;*dBiIyyKSL^kFnyET731V=+b?cvogS;+9$DuiQZ zM1c1>BIpw&jWw1N<9CS(<|$HfqyzU3ElSEFph3e4y?J9q4Rf!gN@6kGWZcE$mAhUL^}%bK4jySVkSnhZ(vXFqU6a8e;R^ zDTtMoREU3TTCnwKA{aLEY0T^ud@g25CVR&oX~guYC6+z+Ti;{zw*0EG3gSJLq)uk} z3Xq#2E0e@DTik1-gOl`kgxA*S@;>16R9%G{OOsP7ryKewk4|%_WhNsY5GF{jcglx5H@TI{sc(Pg zJ%bguF{MmK*_KemXen}GzuMfsY8=MdjSNiykIE&>T^iJ52~ukg3f)$*`VwOvc4+pM zpD`-dX!+_?*^K@u<8nH?S<8M;P3JRR@2Z3<9L;$VAkg0=Oy=3}_}ySOtxnqQ^u$NI z%?y7x0GqTqjrSNb!*4uqr*NH;QeAk3$k$9<+qVW+Nx+D%>DDR{cW-(d$kC0MX@%2o zt*cSewPaifd}6T&|9&4*~NYaS|Ima-$fN%_*082L80j!i@mHj{-uO z7T!P9)8<0t=Dm?XsfT1fRQ?c1XI@l@cK6(9A{*y)mSNKSdI*o^7=83Q8F!B1G;M#d z*Zs7Cn#Mc;UIZZQuDfiT11-%kmkWZeD!PR;dz7<4N$~4?4<&o7WO1 z-SFCw33`<}!5sN?S)+r}>SXCwX&H7>-HMM~fhB7>bWhd$dqnN4ou&^7CPy}MNjm~( z>vc=t5`<7&t#1Ux_dJucjCD^jI4)wKe|XZnzct?+-F>>|9pN{yOJr_xd8muJO&^-R z_Xt63gKh8?*(-GXiCt8FP41l0eah}2i_+XI*m{j`xWq=SUFB0cWyX(eokNr+QJZel zwkmDgsI+a{ww+(H(zb2eW~FW0Hg9$J?X~_v$LPc$RtzErCt|AD3#r(cx&DJ-bF%!Ol0ptnHm?7X6uN?|Bw4SpEA2xOlc5aE^16f;HMykz!`MhH zeQ^H-g}PFd5*);2@c&>o6mfKs%SW`=w0F< zW;H13Q&ceA;bGW)WYF>Qf6_}JPmfnY9v&Yca&leFap3n~a0c_C9fXEZZL2>pfH>!X zKt&4~{3xN(a*|yEbahBV2L3p8i70iAs8GnU(Ls`Tcfx-%EJ{STAWh&UK>>6y+z2qn zzeHI)x(4hml#k2+eh^I}8v#8Bp|Zo0_ox~ycPH-8Rje6CDd0T9GC&f z`T9T{zyU9qZ5;0s1iSzk5)%wYynsb#Pfg($p_gM`Oar#UAT-PmYSlA^KkDns8jz=8 z*ALZ;`g5%i0Hw5f+J(p(^ z97d3!lj0?JdVLW2+To^GugcJY=0cyiN+-MRX_wJly{zF=pU4907SRk;6d2r7BqSJ2 zBtXHOa1qpK;;XW&=3l=hfaC86tQgJhlbaAHaP=Hav=TMTOjh*!>@eh6X6aJdR)dh;h;?3P@uUG{jJ77#QI1fbY&p0K%^QU9X}n z<7MsC-KVl5mR&SZ#P^&(Ustbd+m|WqawBnT2@%1*hChCI zfqIp{?R$PykA6(Qezs>()geQ7STF3qfAacc7$IkRL1xw5MDs_5@B;7=UIC%l0zXj= zzZYSS&tG?{m|>#u0f<;_@ay|JT_A+`0sNeBZ(zs3&GW(ege`!mM|YZ8YtFu11z9kZ z=Zg_R^Sj&6U!gg_!+77-1PgGUGXo1k&v!1U`-q?_^%q7dD8axw+x&Tfc`Op|@^yEo zBJq`J%0}%0pzVSVU@-sGgw~JXS|mC^z3bF{u!myiM4Q#L0KD%X>l7ge3ukVkB03qHyq`pfu5Mq2Ib<}w$H8SC&>E?Ijmy6bx zF|fiMC_%Ibz@xOicJoGh#KCmKOw~96LW$*c7c@@heZJ8SFU~XL)fj?~gsNA-fWoO} z%GSv^4k!O*UBJ8s5v8qI@B(pa_%li~J~AImKf9r)9iuBc_2%DRy?Ql|tv@;(7+WB} zLG*JsOQnm2hQ|+EYz@V5=9v71eHod%3B)gr60R#M0aYAM(OB@2+{w1#`J690?BNry zjQl&fTN{ZZfVkRqRVo#HF(JY8Vxd&-v_)~jl(g#kupxsKbe?$c!~_BPyK$x{Phi;1 z1vYEq^+!Kc@RG3}yv|gQ$D%uEycX7E$&JZ2nAGIjBR~16t`WQs0i*4d>@XgQ`Qgu; zadK;3z;y*{o-F0Gxqv`7W6hC+VxLy-Z^a7v7^GOjSf$Sgg+y`Z&}_HLsA$z-)?Yz@ zaE&v8x74;O2`h&58fA{yb7P$W>V&$}(e*zHTXo|;#AX%8^1EkE4Qpm$7%dcE040-^VW6L7T)Gi0+?GGJgjs?VeNBlk zf}7tske;1_Qro+U1r0Gp+tF&rsg(rYkuqe)8Jovf4SK_D-*pYS_?viLnbd0&U$%kU zZ83EGqPOH%z*8p}v^(@p53!L{I^VIq-qCJToA91~yZfr`%_lw+ftfhW6oRv?z9aRw z0O~)tg&{bvV(XM%cPs=aCEFW7Sv6MjfJ`~8{el(;HOb^K@ByaZikyNi&_29MD8&Ep`;pJ+0l_v^H%}5y)%R}$L2d62NmZN{ zttQy_JdVBqUO0vfDAO?^CD34tmj?B)(6uDirLLQAfSeI9p;MtgL zt-PwgctU81iCp12MB(#J&}w}VWGR){P7s4uGM~^>z3q`9k1Bo0D^eT)`iP&vzoyJu zl@SGuG9@;>U+Xp|;hMu~`^FcXcweR!@8~>ZPEy5n*fWLIyRKC_@C)<;Y06&al2L`J zQI=gNhR7A<*WDzLV3=*Sz(^}{j4jYDVcR#^zEOr9mN?pumb~*fTtz65r?21oWZcMW z`wyJrN>}4bz$en@+O7@&ShnrhSsCOwKjE;DBhLz-&% z5;9}VsGjWNBPcjMw@eecV~l5A+{-=Fr4F*lpxQLW>W%aU4-c-Ytsuz)BAuQ*h8JQB z8eWeDhw=m^o(Iq^=88&jHDf}#F3Hhq?68n84q~Y5OWizQBDw|REcxQd%cTCTyb1bx zhX(qFbPSE74AuL9!L0EmG##L=_1GY_ti&ya>cWruzwWv&*V$(0_{?A&@~ElVt@l+$ zaEf{xXv^i9)y$s!4MdhSavWZQcT`nilfA*oqDFCFZgn>o0iP2b3t5wFEiT=S{r1Gh zW@1$CS%3`CN=G1-r;1cC=80N|&)_FW3JPx}Q)M2xyTB0uWZlxyTkuF3gE|ZqZzU3z z{jig8=-GgA*y&Mfz&>dV9As#EHZA597K9U!ld?SNL!sgak^TV+0Bd;g$l{*7li?(Q zW`icu&~lw3peY&s!yfM?{lMDFYpP{He-J(}2>)3SMokZzxpfn@p!b_AyUmlBU)Ry; z@58%`S=Bn=bQIQTWIH{eJz^8|4N~d4aa}#Y7kFfE*S)={l6Y$ZFJo+aj%^F0+t zh#&-WyTcu0qvtf8w50D zt}$*EY}-Ia(7g3epk=o5=3pknd(q=W6B~;bB~0*%@a3;iw}O)F>*)msy-Cz=OkPbc z$3GnaiV&sR0G4MX6T!wI)``bgn|0l&t{dl6@E*~gGALiwc=Bb-Q!m~gC9US??`rig zRIl@PvvNXowJLXqLIGi6cCZwIfw z($C%abJrZ&iL6c|2L{vEMzK_rqoih%`Bz0i;>1>hFk7d56;5YPT3d?AY=p|xG}EZw za(BittD}W<43-qBceGqAlMhP)XjGi{t~1tUAnNm~T;0-gyuFCXplj21#o}D`I`Ne_ z(;JAry)c~yQQ@COr*}KHgvMhu;w;=_u0lykX6KAJV0Imw1*s*EekoL558<>EM-*GY z&Yq2EF_{m7;|DOM94Y?*i}jsfrV4#MyU^~#m|2jK^pZmogyJPy2MeC6!Vy38-FU_m z`89LjFbA?XdXcV3YC!^EXd&_pY;P*`aLnzZ(&%i#bnh(1y@m_SJrtX*tEVygcdEF+Sh(ZeZ%5s^~2vp4`bx?K{vd zE%PhjY~|u|RKaF-aOt=rZ2^rt=Kb9W@fkF;5p*OffUyeos~C5_!=7Ex&!$k8u6U3NqPoYW&fcC-IA?;CN#<- z$tE`M`*@k`d}8_Fe_#JYd4t6@U%Y?Qqc1?!xxg!H;v;l*mldf(9%18V$5XDZ+8|*+ zA55*FAW&1t=Z_F3Rz3bkYyVaPkjb$K!c2rHvWkF6=2B?WVy?;#Ij1bYB=f;c>8~Z} zcQ1ES7TxJ$Z9u=^N;zp1iHY<|NyTYI*x3v#=+UMnPRCOxPkrFSTm{dpd#*-L0B%=y$;s*FfO> z5l&i9WQLWO*%fS?$*lj^MO$|=4*MDBly?VrM%^8mV&&?ckS~wRV2jZECwFzJX3fHI z%y5yrKl)@qwim-&HJyYJAdU?_O8U5-GB!FsN@@YsH1+T_3-DM8svC3yQ5}AGKSbQN zM1IU9FN7J@{CnJzmc^|;J{yQ>X7rnr%Xs%Gzb7gE!*9dZ`TgGXxW>n`_OlEtG@;yj zM1cm%m;<)yr4k@ufTc0FAR#u-wI5BSS5sGEH*{ccbKF?Whh16)paJn|T5u5dRxBle zVN1ZS6TSA57et7EvLR9heSjirP4LA!oX0*|w4ipkR96Nldf_Fvj0%*MbU)T~rR`9t z;#$GxDb#2|xv)Di=O{!H$}d~{E7I*pH`W&Dsbowscm2TJR^K@tyjBKY#|&-fZ4?(> z!oE(%OUE-}&E2<`Mzb{D!F4#M zPA^rXrJw5x1@aWjM%SdVF<)MJ4Cc3C_$wL+o6zL4PpaqxXdb{w&bSD^C=hbQpNiJp zH>QP)m|;q1ZktxrNujnzwe?n553kbaPgNzzrxRHsVt2HZO9BT!&uGBUK@ zNBYm#r=fc(S89Dm*@L)%2n3`AY{)Kg&jV=!@+A@D1^#-yS9TQ@rTY^RC?W%Yx$8n& z71zgyKu-rZ<=32~Mvr3ntaGRb%@|BM@AnN$@QP76I+|a69^b{e~$FYSr03xbj;OR592Kg*K~r#I4_w z8dl{+jfwfCdVF4O?%sB8Ho4-9>I_-~z#|f0WBKIlm~o*zrL43Q{mqlNE}RO=!5?Zs(~lTwY6Uk%kKC4@9EdgfQf1d$3dpRTV}BLpqKspnq+P zoEKXr5XZ1((C|uGc%2)U+K4cat8wAg!i^>*VK^-ByMxq^_}Ydm6V-nFb@aKcv0><~ z=#+O;Rb_PUA!Q~?$euqJ`$lx4B?7yjycE&%rUHIPm|0%7%f8D_8yWE>>l4XXO!jU& zj6Lco=GKw_*PS;9Mf8SN=_8Obpw9g4WG|bqG5Vz8NZ4{;p179EBvrm*eOnXLCt~~; zqxq(m$LpUSFN#W?7E!fKI}jm(964ZUtz1cjW3;WUkS9hb-U$I znqO-y$ur5%A!hf{&vn^~XUb-IXQGnZI0zSGyTw529vu$!Q+WjjC_o8s9;wQ#EWxmw8l!x6`n01-b zy*{X>qQG6|vwGGa1A@`FuO3Xcv!1*2t#o~+T)n9&-p?U?IKf&~)J*oPeeuJ))vn1? z$Z(7RoI!=F{~T(CaRj+1Lj`P4pm<;raudB(tY_r;5+SUNJ*6Xi00Vx0lN^xucEtJv zP5(um=pFTKZ1tSoNu1OhZv~;0?kyB#;(8#coau_2p}%;6(KtQRIJ&U4mxt`!`nZqj z%R<+z4R0g~zAS3@teibu4KIhrTSzFP z+HLeKmys`dKi=960E_(9HIRP!%8-O{*vDBHy$b@F8_CWG!481~`1gw6D)=IQ2ECS^ z+{J*cruery&Hwhi_kbo|oA?R%tSig@7<}Y>Mm-c*D#^OT>Yui}iMP9hidS9C&i24b zL#V(khki|Q#A@O`fNJJZLgIq^z2vwxKUx@m8_+bnsd{6q0D=dpCdrsv31o#lhQ)tb znYEtRC0vPq;V*o&Fe<7-gW9R)gpK=yGg6LB*TI+t`tXu5z>`j3=u-LB=1+diBdwH}n$EuOVg|XCnk=1M8 zQ05?#ttYLqhlt^6?=ttq<92y{5lURN8vRX;!r#Tsfd71dGDmx^w*YGwDsVk>IpIT5 z-(#+@MiTJt!uTUGy6c21QwqfMp?~9LXG7Pc&xX7o&>m>Wz1j z6l+&iE+BKc?)5X=ce}d3!p{6^@OrdoV5+aUXG;RcO-v8pu&T5NW@g%ysR%2i1WxW> zHL9LF2U(#A>EkL?|uD0du6C3usI%6~IaL^_bD`;i2xDYI!)3_@=2HSi$Yh z30J<%KS+I0cFMFxClkLT_>r>yz;bMJ@L1pHN6Cn~%rKa*>f;LPb&l^)EI742owg;b z^1l-1`3>bBMIJkU_C3T=7)x0p`Y?pbm{LOPO244qk`BoVzqB{hbgfp6lXQ(#-j1V( zuK{>?_)f@2PSaf+6FkKrWB#Zp)TcG+)o?z;u}`TQs($#eEvi7hw9pD!c-}(x%AaR) z{Eqi_N$K_T2M|&fU9|l^G~tRbsXbg1NQHNp!u7%aN)g4=nj zOIn}t>58+Oz|G0<`CL?(E1O4^W~Z|^ zX}DMppKVT;zVb-uLU5#@tUC!?L$rz7n@eOToWoFIpvGq?Qhv5*M?5EtB>my2u!TNQ zMc;MC?Tz`D=UMnO@Zf*e31n)M5A>yWr(Pe7fNG55uAxeA723(j6=IDdOi(PjKLt2O zS@Cu;_lNQIQe4F!Ejf=FPI(H3#>$Bw9M?gno_ad}I?Nz|*i-R}?F;;_&t=dU?9260 zpJ-uVN94Z;EG!&3Xa5_9sMalR#X!`WR~59mk)1qTnSGd*JEkosIdr@uC|~M;@?AsP ziy?|u%5b$ty#Bm4PjB2N#O`)r?+1+B2lmo_e<+h(-Xx=arvE`kh$E(6zEShd9QIfl zS$1)!hxDo)+(Uc$8&1!K|3Q{G`V$pG{*3tvM^$3X>A&Y^w3wS-HT{xjxJ;G;DyYT_ z?XHFc=U)b)KRNa525n7reE@0HeB*wm#YAEuC$5ndt*!lzPaJ7KoGgsyg$r=3>ho*8 zvjf7zw%Zih)QtL*c;3+>^_syztGlp&}tc)k!jB(sqb)$nl$A@x&d@f~?sgeB7(nk_*Z87dUzKx%#e{WQ67yKjs~<>4R``MPTa* z0EGy#ZOkI7hqgxz)piUWCe&NP{Kd2xf410xc9~D(GFu+&-97!+RgLtCS!TG{I+aupz=4BYHPARgOHY6dK3BjrO3UmAc3@ACi=q`3nT+;M11?E*Lh z5Rz_X@;L@CG)7;RnIqAZ{52E(lS92GPMg+F+vPHw^B`mYnRH!qrVll=x>!9q1gF+} zu8z`I+)RLZ<%Gn+&bqiV)4t`o<0-5WRnAQ^T1Rw+(<6f&^8g6Q2(~`CCei&)UAc6X z{3;?`cp5b)eMIJ&9Z)Nn&RQ;+x|GOfatu0fPrbd^RRTNsb3}b!h1scEZ++jcqTkzF zCe5ywSfEF2W^uFbpzp*pvR3-Y>80$e0BsU*+RUKsYutP9HGY3OUOKo*zXP^i+iaRi zia|#Td(N`v(F$M*EyHO738Ajo-O^(6u#N#jD9dY%;QJkMjx7oaTi*{a% zQ4Td*jDO`Yli_M#K@7;s+8wJ14V2s&IK$ppe3_0{Vc1OX#o%-sZy=~fX*C~hFiZM_ zyptcY3Gm~I?QNW;w_fc67)XWFwt4zDau?&IYrUB=WZK@w1o(q%UgY&kS#4QwvR9Z8 zEVv&hZF(5f{AxE5EN84P?+bLic&5nK;^U6%;5p?$-5##uK;ln7>ZCEpoLIS$4s{^6 zCZ_5Uz2Dl>NA&7uDo~Wfg+mGfDd8ViF z@bF;DUg}~7Os530J`UjnmTT08Du90ddwhLauM7i25#-PQz3EH?N=TL3nw_6?>Y!R} zUTK`5Vf514$c0TS!8+gd}s9CzoOhc1OmaiP<5*H2CYD{l1-%t+~;= z;ce}>Y#5oS%0H9jTKYH4!<;EJq%%`qH*a7668LlN`%rZ@ zuo;2vi_!asi7lQ#J_6ql1jaJLF$N%>(cRf(-l5LT33M#%XX8*9>_glP+JWrYz|8E} z?1&VC6B(3eswxfe4O4r41ofJlaKvy23Cd3(o<~wY3<>R@+YG*YKu{GM8P4s$y0iwr zd-5PZ{6nmPfnnrq&7y9k>|fjrdYOAlVB|l%^LlWbUCkT*l*Vrs8;fq%9r(Wg+0# zdR&B`6%_#N?F%&x&}8-2_Qroo(m6oz7_WPW_&!$is6X@-ulx3IS^5s?d#L;o#CKo*BS`QMW#z^CX#Kka zz<2dSoP(JCm*6p<lO3Hezzb}sKrkX7AXN<@NxJOKa7$FKVD)7#V7f( z_~>cL)oIN8__e+i^C}^42@nXX9sk|bBKm_L;d=0sU`~^N-}9^dXK)#3_tPCv_p@ff z!f}GwQuEW{!N2^)|EkZR4%CNg0MXe6#d-i+UygX@QHI|CV6d8NVk(Z=710r}yq?(S z$gcp6ascQuqj|koE;9dKNgbtIL|vYLG1In{G1DHD-DzUzN}Jf>CZv^dKl3eB1kaJv zIo#3!{B?D|z;5J9(>Bs;DnkHxZ$iz?8O(8iZR?NmBkl=sv&boduo{WcAT%#L~k z37MLjf5c=GY+%)5`r748l`gCo zA?Gn8C6Hr?d{etZCW_Lv_iGF8`9bcz5Q)eo#&sEl2-OlWFFopXR8IHEM`vVjO)J`I z0p!W#--OJdkC5HYx^SW0D-__Nnj49$)nCNev3&fK|ZVs7@*$x^<${ksk zAm;c3e8?RYJ`YD$o{P=WYW@MiKFn)ark4P%J@1*6M2!ciMGwk0ENt&b2l{1=nt`h6 zS~n?ZtK})I3Nt4<;F!*Nt*uKM)i*otIa<`0P0fWd^j?|XP?Pcss$?MGLB(&^<}ymb zdSlHQlc1;@XO1;9EA%1KGY;ugB|W*Z&}3=GDn^9A(Oky5aBFwnJE9rV*p3W$t_}bT zvs>F^_P3-OA0LS28`H(nY$hm)DiBLoryh!2y0`lm2DOAVv2m~06EwsH~9I8sG@UHRA0KQYks42Nn-mI)(0mW z2RlgRW+V0Ro8Szoh`IWoOxafWaSH&wae{WLV+qtNM~z4iSCmjP*?uvyUy!+NDF;q#2!pwkki zb%%M2c0CGytiI@gO{S$qP;he2_guE462LewQ52hrDc^L3zgTRbaJ|8Qzd8sk#~=4XNqGs1qz#!PTgg z=V!6q;ys=~^FVyZMdn~|aGEeqD~I(`8f851a;~hVl>FxE4{CFr0D+XfT&`5vG67do zl`J?KL&pl@@=s2@6wB-q5d*-c`9m~yy=R(S4wN}Yr^O$XaE8NGVMCW^{2gf79v;=;7|IxoK4-?uw+U(fC$J8o(&qt}lF~2@nJ9%H!S8nI zyDEb5(sj**)F=GYMHIjhd&KGBt9Lg?T$2ClY>+_S182(xE@?CHB2`;|y}%*U=crW`wK|j&q)B5LX2QoV5aBuBlXU) z$VLil;h9sU!%vHsZh^N_!CX8UJB});i6~w)q><+hhm0ptW{njnZ8BVN^Gr?%FRPOg|(hN4ORGHdZ(YKm4>8ZorzWd)Tu03 zM!E$8Wxz4D&E*=vkKa} zK{!U%$%-#*B$n5=(q;7rW4IzN0Z;lhn6h&3afk_63&~+h z>rnr;K`krh^A20aju_7-)}*%*6t;jqLdzbLY=5wt#R#VS!2m>AeKgWC$$rs?#ms^? zMlU=3FK9GH^`=s@JNHy1p(hOjD;*m{p{C?%JegG7C4k}djqqh+(2>r|OdUzRO$ zk3mTL4Iw~wvgZPtj`CLPbYG>i=cAB>VdBkg+@00f@~U-2_tID+>1jqYCV#T>WRGlv zx{%Mn8m6ZT1B==kP_Bcm+DqkKR|{1+2XJDLJ(0S=Sw^@+Lc0YOwaI{Nd^J3TBkD-p z9H|B3v<-Sg{&aWwDzO!q zuR}p6Lv?de2A)8z&M6zNi>v!n0x=AjN?^$zpeOCf>ne`6?%HBXV%l>mRi7xLSxC9Osf|Da z8Ua{<{cDvElCVlIsVydB-n*lVx0zbZ@j~XyF@JMnvCq2Gn6LO`?`RzG6Pc3EuP zI*O(0ENW3NLou#eZ~UANpLdJ*g>1mu-(Z*H<4buwfd(jt zI1M+S5H`7!IL8WG*-5E?v|9-=DJHg;!wC-4mtlX=doW93C7dlA-ta>6gbLnwhPfy& z9E_SgNbT+HtW7Go&E`M$e$5K6{?yz(d_Xi|U_s3$&r2pBV(+WwvqdVO%+-m*mRCA7dr_GYPQF$2O`c zB5$R-q>xr#Whp_VtS85!4^zoY5tTPGZI12aYj4qJ*5IhdwX}l2LQPO}-wgF{vjW*?W6qiQ)#Z2X zN5Jov%KfFLtQ}kV$wfZsehXN1jo-H2fMSWU`oz09y*T=mjXFIu&(vJAToN@GU@MXG z=Q0JwArY*GTk8v_%~7PfLzv5r&&nU`DPmX5V|2{j7_~ngiiuUR@!ND4R8YjnIrUTY zDff~J;eR)wJ6C|NN%W{8q#*zW%DCr`ba(o+@O06tKdG&*F=~GqmK|GgaFXNYA_X zB=VrWRldJah4$7*p0Mv$#?ch}P=K!Y2;l(;j1?`sXXrXldr{yUE66{uRrKp!x>Mg_ zr&;YhY-LZaQ$FG%Zvfa5aP{KeALi465l)u>)ybHP^tuFyh+F8>J;CkN)4(T+nlR40 zcRS&e<|U1|oZHjG^sh@O)SvRvL#AwFjTse=^^q$3TZk>^-wRTavRH>j+^y*NO!BHG zSe!_QelfdeF=`K2Yl2x*&H%OffRui!2|!p}9C&?wZ*;|ZF#zn$uB#D0=nSTQM`n$< zZO3G)^qIOuL5>E%TL-!^jmf6mGNo%QeSauGQ6%3>wv0$ObyQQNf%54gUjvh%M!Yig zqLnPRL(hv_Rak%P$bNo*3F3(iORIktmSJOgRDQt)g#e}ZBucOMU=lYEhg=b4)Xy*- zSP4j;@0ehIeFMmQ-K18nmOHy8P1Bs0_u!zJ z_aL2kKQ?v}V_k_mAG|;n-q)i$q=ub@r%JTelN>Jk4Fm2)>E^?o!9eTgV_3*Jt6nU! zU*S5j6dco{r~h6iVTlow>nz$=*JEOv?Ikhg@i1^vcq5m%0-IE>nNNu5TgC0rBym%UV2u2>;naE?S1ZA>q`OmjLe zsM(d&C>dQbj#fiHaLVFtmeuHFcm8miQUuYmJ9Klf(~`~^*^(|kpeEH+>aYxtlhkFk z4X(kGWO!ZQ&4G#`i=(72ud=u<+1T01m!f)a`wf7L0)n7c$zI?O;x=avH>qVK^YWVksu*}5{jh@F?{TJ zXt>r~oYIl6cG0aT!%eD?&ay+!^diDL)9^`nH$sQS;g6gC2Uhr0d z5zNHIIhLSLU~OqWM40oo5X@@MlYs#XEe{~)R}e!m`Jn4uO;C)8;`1@YI7*Pn^7|XO z7`L8!z`H7iMhwGU8q8}5@^M9>K-RJ63~7O2@nH>;9e6;~85QP~rLXHYBvL}a#2eyD ze?3=sG%p1okynh7a9t;_B+nr1Vm1Um@1+?Z4VGg@4)eh6S&5IoP^^@064(F+tq!1Q zXL-a`D^O_%l%3ZZ>xSY^(A3^(!!%OH+B`q{S`4<=LwQ$AV}$!;u=19dm#Itvxd`L; z0)C^Jd4H7>FR}_J^Ll%`-GqN9)eUG`>XCgEs1Z1jeQy&`f|7Qd6vYa%H#gTzP;5>{tN=*U3XXvB zC*u9WjG0KW_);T329XYPh_SZ(N&@^Jf;t$)`au~(c7{h!VFIiiiDQU>7HQfyw#pgy95c62 zfDiM>_|4z%#y=B54==mC)l;nJlIkY@uwlxz^n{gyqTyYUCfbAD-`yphv-^%wcvX!* zW+~!J({LR7?>nWhpn7OtMSoi$a}_q_FF-8vgs+q>X;2v1q!-o^VVzdyCg3DP zQ7}kacr4NGe;vjuU;xI-X2@F*X3+O?MsFd(81=v2!kBLxF@u7!UBX zcIg-@e9^qs$o0%eU3J>eN~XP5_X}ur3NG3xh%PF~vKl&l!U1_3!FCz@kkT`u;KpyQ z9ku$*E~VAOj%XmZwotvgM_flo2@N+Un5rt3m43-a40#197MU*6H4rXy0sISf;=hyC zoGr+1@FPts!;-eR;B9T1?R4J22e3Sq++C`;y%#+MkZV9##D32kv2_DCCpO-`k=iji zqWTW((DEhs=K>IgJ`Pk6qECksid(P${g9q~v--HgCa?@2&Jx(7a^-VgAG$+I&O|-H z8lq@;BvMLky(wGhlaL^@{o~o1kwD9~S;rE6GJLi=modz9H%|;BE--g*?i{hVFU(zO zr3MzKDa0 zSgzBg_u8bx8Ui|P&+GVh2D29aap&T}e}%usQDuKxy%PM{H9H~6y*Y!?HxV+Y<_koA z=Uw>z)IgXjNUiL}G}Nlwe%Ay|2gp@-Fx^?E`WmU`4w*eqnQUsvOv2y=14$pB<-Tgu zRLRrHodd`RX8DMz=;_eIQp(vLTZ6^s-Bp5tF*GyptRW?LdSJHp&S_&acQ;sfbIUHY z&dP7s6HQ?-q=rPIJ!FSi-A1*V@SR$yezW16aEWG@ab9XDb%x1jIDL>|s@8lqrnxti zr`=^6qM(_ItRL>xN0Ouzb0J&5w)Y6ZI69;e5dieI+v4nc)$8K@#0BwZ@N|rxmpK)F zS$D8@)laME)!%M-ZO|2kbeh3?r=r;; zj{q>(*bID@=#Ce`!m?if=KAO^|pL=28 zD9)oZ`^96D6lsrTg%NRxwLA40XtaTA!T^s2mai8hpu__do?Ymu`>{dJ*I`S@cHz8$R5L2>?W|vylX7X_@QAM^O)~k24p|D#xUybzIprm@sU%&C(u_4 zzC|F*9^bkdqhMVPMlJISfg|!NmZ6a=xVztrBW3i1Co>2tYxnp+b=mHu()($s@ zCD2n`trYF<;r&ZwR(*IH=4BafX%*bwGJf{#>dic(JK^gTm|N+Z$*{?0`K-UbLK8a* zEJrNxvg65jYGfV)jNWl1YMvE>FUkcHGq^NNVkm+bz69?CQpBPLd+>6XOF&Vk&>3^j zG{|;BoUcRpe*Z=Dyh-72-T*N5A8O)A7QJk~hCo>tg6w8JrqCKuYUO;D5AG#iqw|G| zlvXlq4+Ly!tM_!7=p8C7#@<*}h{e|;aC z4H}~FxK`{nVU1nX&+7SnyDJ?euWZ;4cZl9Ud>GzO4wN$|m;>m(H@&!^E2aM*VdogD zNx*ICW3!KqKDKS!wr%@8wr$()W81cETRnZhJ9j3TKl5+xok}XHN+nf$*IEy@co27I zt5ORW8BcJaTx|;X)t9k=WdqI*&)2F+ilF}y6gNcEDw~3$L)UQlz2a=`v%bkquhkPvR{aEV` zQoQJfZk%7@CY}K8XmKirq-VBbMR8k&v-_RfGL=cCAi}#54RTWA&UL!r;R`isC;ON@ zvS*Re0`?%gnxIY^owB-Py9Qx3!Y@lY1lx+siL`s5Yh3&>JExI4epO_=s{f+V&k_?@ z%1V@P_@vX_!m;+s<9S5I0DedTrZ(DT?(l+JeHi&c8|;| zIe>VE=IUXNLJHVuT4f2~I9kV=jL^O46WB7&kiSF>%#O(5rNNZHTQ8=jMTUCdSf6$u zxM@lj`d%;4^+Ih49P)GgrN05JypmqHX?(Vw8zxGqY%?O>KABt*Rga65xe1x6{@!AL zIU1_BQ)lghIR8#8?t<)6sLGd0py??%#WuHZ!5k3H2PEPegK=<>`YGtBe85AzU({ ziCm6jt_Qq=75&g>u@zXi>_VrUDrZW`8|9%3gJ7n~PFzz@k7WM(8-cZmeY8d$dtEbi z0Vklh!se`zu8&6@#u+N)knkes=%1~^cCq&8;5u&pc~zg)eAusvSjK%B&4UisrlCSc zEN{)>n1Mx;4<-fmIddKB5nX|YGb1)o?~Lo~qbDrb{B=9LWy5}54%22a0_J?cx{EA5 zq*=jP*?JC^>27T_1-k8=xfqH7i!>CE-xKLx9g3`R+ozoHodjl&hOLILbF5BYrVlNd3I9YP?~S9D#D6gGj2xbQ({WfiT4a?HJR zYTB(09_v{99xpewVX8MpHtL;j0x)DRN}0=bG+zC>2=2aJ(+FjMF=O2K3L^CB1p)M^ zZ?yYE$$>lFY=ni1&)D7}V6VzfZLbSw74um0lahL7bndr3zE!GH-=!B$F=2Kf@W73@ zCLKk3bN}0f`MYpO|A|&1>=k^rhBX)RnsBLP#54*kBv=8m%^r)66h-zhMp^zdgn}}W zB|7q_DrxTkWPIoKl$t?BR{*2$eFk8#G>vYM+$$j-b~>XXl*SajdWReX(Zx>`A~njJ zK9Ys!fqgZ_0II!!iIXeykY10G+=t*wj+!2$14S+eN8|g)q< zLcOxv_lQzChH)nHXJSbFSSp4uhCBuVoZ(T&h(D+ zy^!iUnEF>eoc=YtIddcl?V>a>l1;Vy2}I{3l52hbr4G*dqpOi1XELOmhjPJ#ytS1JMJF9Od~`29quornq+osQ!F zVYyK0dgVc0ceWWMuW+^x6*d=qp7c1Z!|p2H)6O2uxmm#Bxrl-=5OBnH0;#bis(bqq z^;0wC8I68L>if}h70)cudpFwO<+}|P$xOf|J)(o2Sj%9f!*%~$)cdxSEqU5;U;zQp;X6~S^+dQ; zMoQOz?hCI{5x0HqDWW&3l*pD%?*H`&pF}iPOg8 zx0^dXq$aRJyN3W`({imtP>ln9#kmju)qA?E{iD=Af*yt(4kS;BD6&u2mL*5}=E2lI z*l*=u4}lqa+qy+)OxsVhK9 z`gKu_bEJ%LJ+@UfP0Z<&&fBm$4V1emQ8)%Fwy*%9Bh7$yqy0*fy?5*csC9Qk(&UZy z%Z-Y)KJ|t8{*0&mR~krlE6QlPAd}f4!_1Nl2{pQPQwh#-P0e|~$DSJ}Hdb%G0nEgo z>T;>-Hj93KYKqigYyuw!gfeR}dM&KJQgVn)6B|Jn?0G}>1CkB0x%%0$r(w5wWRAm$ zKh=P5oNj=7p+TVf(iY>935cJIY~9^HWU`uo)L6CiFAYx+E030apx@4%6XOrgrF56` zFHt35fmb(v2#X^>#_vI_*d|!LjL}}rbt5)tlZTB$g#5+7-F!ZpP9N3RlEZ7^gR@6L z=R9Zm#$jMfZc?Bv*r~{~L%YwQeeQt^P8FjLh2)Dl@ z6{QzaAb0Hmg|Qu^$8SW8;41ryI{BMCyk)8PBS7ep6sp0JtsU}wF$jZnAg0xw3TT}3ENI&uAa}=C>IfwzXnVs{Ig^kC&h)EF0Fl$#TEvn zr|Gy!C5@>vd^ss+{pN$TE9rDQh*C^b zoKOL9g3PiScY8F+5@b2zl-)HWp~*k^{KNp=^zFq!%M9I&0d2j9)Kd;^KhxYLy(|;` zs3$%tOJ}vlh*?4tseKBG%_;%)F<%@*D8wI_epC|s-Q+HRW9rqIq|CkJ;hYxFM39t+ z_l=t2vjUHf^xf~H$Hr$eIH|D$B;eA|lG$uf*UwRVG~k*baGX3t+pI|#>JZarB@O^A z+?*Kspl=E)+vkZu48zj1Y?<1cH;SXVi)c2+4eJOlF@II^N{0y2?TYo;6Uyme4T|=U z=_IImpJtA%P;IxN)i9c0IAmCp!5%w0DA;(FiZphV{g zHy@%^;HMp@u=Qa1((yhE(8G2Ce;y!E`!HCp^vyy>*^(?V1U6O5+drlgfDY&Q);DoA zIR0SFWWwn>xfzG_)4JyDyXf|{K zoD@bwT`CKef?2+0)W9xo{?a`@j}a9V!$rovLfrX9LR#4uTYEv|_q6FbU7uxvF)SSC z{cw@ccX?4`(c~U|=s`b&nm2i*;yYMPUTcH1s3>g#!sqgbc$hMZQS7WzY$#P`(F)s8 zeZFA)XWYZd$Qc>i{y41iXd|E;ldn^b2ErXEJ~Y6v4~^kC0q+W};4$-MN}va75xF4k zq6RmiR9eijOI>G+AvwI&YiPFz@*Yn^npbIxF#ZAlliyj7{E{5C+MKimrzYE>bZ3ns zXhP!P>qB{L8q_tJmpy~t*U*%W*=bN~HdiouX zUwq`wuhzOz&7jK+L^0lx?U*_T0&hhU>yef!gy7RoyQ>2XJv5XJEs1^L(N$@G|EbW? zRmPet?S}8B@ntVC9uWZX#UrHe`w}%0hZocq1p%S@n6^|~$C_WioUPXOjz6+u9swx` zEbDhqYMk+*38$y8zaKJ?Cx}Y7%O7%w0lS`a0uN1PjTbt=7MuVJmSuN9@ep1lVS$s6 z$&S(bV57FG)Vet}9t}hB_kukGbN-L&7+_>OfC#PJj$-exlQ4jd&i!RB;#9;MQk3a& zEn-b6tYuc6;RXSFO7p6+r264akEK@no$|>kQEw<^qOPU9Fa(-yNxJy2i&l=r7e#k_ z%+e|h+lS8zZnlYUMWFGpkz3G@^?nG zfT(=5?jfLjVx7^-vh(@gl1ob`|M=onAT3rg@DkOxCm(MRS!lRF|wr?6pP;5R_{xLSkGl8CZB@&%ywiq zg%rN?2blNnFS_7tvb(eY5@+wlYe?4q#}6NET_`N`_**R2AGr%kvebq;SmV{J&n65k zfhk1i<2UrtsYOwfx5BwA0Wq^~mD((P(r5s_RXhP~67QS1+Z?0I?r+X8_Z!z+1Rfb9 zlmr^ozfdgBJVz-Hi!}wK81Ti9J5F2@28O*>sA?d~RFkB~`D2@J>8eN9s+tEz zNLh6VlzOKA9{7R^cU5ZV!OkWJx(R8!e+CyT9x`|kjbkU!;9>jB;UoyXhTI_G`7mSk~fdgP+cxf%%bG>ctJ{h%UMy@)BX8*tFI!KCw`+;c_5YszBwe7jc7raR~P z=NqnC@7_lcW4QoIbu0(+Ov;n!)`8%>T3p+wi9<~w3aV_w*rStks>v0Zkrn`GjC4=z zx`uW25&SmrGN#ld$^CdVe{k)w(N;*(1*|b zEXErrv>lX*C^nPM4v4UlD<-O@@ zR=q@U5Q4xV;U$qMDrZ@|&_DvzV|6E#W{ny#){1EBPkD!MocpeH@2=kPx@W|SmuWc_ zHeI`ZFQB;$14}TSxLc|4n01DnHY_EaKeFcR^`T{=$WS>du+`52E4=>7#jU$V?aSaVV_8-431L-)$#|2;F^o^71%&`*x{ z6@!H!8%~tDU916cyvUqV1RUgCY_Z`<3Kfdg*$qraW5I(A<>n5%_P~%#zhO$ETBLD& z9eIb;nO$dzFh;@_~8^1lm7W{1;DToI285ft>YB{&63;P;!n`67@ zu^Q-@KAI`EMnrcq?0`CsnMrH2W-sQKjqZd)TY7R)f16WU4g}VK^ zLwHjYmlxg$<_j=mem?_EK%eJ?P^oXQrCjB>_N^d4=j5ec%9u5FSD`VhqPXe=oC`ch zkif&QdiLlsQC(rV`t1*Qoq_8vd}+rjNQS;8R=ohhl6=}j8BLjk*zk}_P&RWJiBo~) z@f@?4hQa8CE+F3XE3of~BlVE-r{E$>?j&aWBh*VG9-Pp9%Bs7FpNPe#&1EE)uP0Hc zigs1$QEJVsagH$Ly`IJ^#*2nL!Iu*zkn@&GNZ8r3AdGG$ZJm-(oCNG#+VZ^Wy~-Hy zS|5NMa&06@=ao77TD{kVsF-=Nhw!Eih5GZBUITmz5nB#WrIbdulO%P zMuIBOIkKR71N(iKNcU)w`=kXhX2Y^haBaFxLUH5LWHxS36$k%Ky0cy&qZ{6pd95NS zV)Fh8`hAHm_x5PN<09`jOlaFh|zVjU_wedF2R8cCut!$?Aul^ zLbor@sq+pruJs2$`6j2A{n(18cM_*s;zS_|UcF9&>k|c@+%+XLBQ_qQvOq-1t_fINd4-uchyiFfh zwDJa~+NOcm@&#nLoET}$%s84Dg$3Dw85X;Qw0?LBIpdn$iqI-HwYpQ&y>(BRx z2+3?pYh67xa_!pNNE;5x+r4`R;uJ!KsPi=a()HwcozD0KpKqa>t8?@Kh7O>&vxp*q zkSRS<+;6>c4TgAyi3z@uIxh+R3Zi*o@3lHyz;!p*L$KF zwP80iU2opd!7n$v`aE#9L_Z&Vb3<<6yxcxNxZ_GZIs|iYBNA({Dp$Iq# za)%k$0iVqQ4YMlpOD`AtpZiLLfp_h@xvh`tr|br`#duVe9js{b`*vXZ2e{WjoksfG z$&#U2LVQ<}Utaq9jS*0*4!=E7A2JGxxX%M1p!;qdUT1A1K#4-smW{yAA(@paT>r=k zG^12g$kF_P{@`o4AM4LHz9=A!dV$9eV+m{qE!i4Vo7TGBGR#zKAGlyQioFsRR%HF~$9!xIZfF$`P_*dg3cxv&N~ZlQHQrFw@EdE3PMu=-v|nm(R>7^B zP3r_Fyvx)6(Ali^{iob`PXD*{9V_hKp4>LeZ{?TD352rc#vDiFK?41Ce%g8kpprp= zLHS=YXXmAzJ8r;suP#Vh*1v7z;OuKO;icPx!_8-LG>FsvrQug$fe|k%^6?oOe}4@R zg2T4gWT?c9Bo`NKkQ`@7*hqM?DCI4xf7wIIo2%NFH?U`hq$*IE~Bgdb1G5U%sQS;tT4MO02 z(i@Hqmr;bw+pB^7XClZrqDbM|qctLbw^h<#HTmJXtn$X(P%-uQSiTuYnR2BIFOz(6>AC+je>^*H5A=Q3 zhz(XV-NzE+R@FV|+*7z1osVFEL_Bu7ZLkaIcQ zn5zlre~E}y&efH6)#Ma*Lt@UUN--FDGb;oz`Ob!7k5r0fi==I;Q#2RQ7*eW7fWSdf z4k+4CtPZ{H`%MV-_+6ml@+yp!#JN0B+vG1JK=$r2Ui2KM?4VEn3l8yX5hqPcFC$gI z87){0;dG14O*EPV6W>+%ek(CMQOupI#;w~;55t@JWxJ=R!O3VTU%;VGuj4&txv~$a zy*eA@7&lwx3wt$%ze%2ddgO54={8xN=aKr7`4E6~#r?!~c;xhWwQLR=G|8$eGEkQA zO_`1bz{n4_62$pG=qw%iE^HHUm(OAk<3c9x&H{+38d@s7Fxik?-%l|>QfzKSNo3R& z26C;}BCOprdD!zowGDiv1=}G}gY^Mws$#*IB4R+v4c0av&ng2-hV~7YkGE24H^t5p ziEPIo$&%EQb!6f?W=H2*R~wS^{q57Ocs7~^8fCv{5^~={waAr`!^b_vs5K4VVpniY z#*mM1$jd7CyO@Fd(kUFjwVl9X9c*qW=H37Fuh{~&pz;_s zAFYH=psWo~lFAi|hn2J)oYR>-zXxTn^c^9;nYB^0O{7t3MkEo;*(`Ui3bkkY@={R1IFg|Tvi zDmo9AogIY?qMbmlF~KE*l<)u;p*VoJkS64pEe-0GzYFpAx@XG<&G!79QgGpLl~S)3 zObnF4k}i?gzA<abQE}lQOSTGx{v@1Ve1H4N*))7 zn$C3l;@~OD%_v$|KbHBplG;C$7lk0&b+9V$7MMn`>(f|DCEL^Hj4<+PDFfgN+Pwt@ z1SS!V$Qpv)rd(JNw5VN|W1$OYlib(BjG znrLicO17Z;(AtG*@dN?c(7%G^N({?gTkH^nK_HjgJeW77nzoyTr>NOld68x&)t;LD zQ0UEe@7o>6=H~S=zJ(|q?3|3d@fBL(ZW)az*JDR5)Jl64J@`%9XwEH5wnbCP_bo%9m>YwUqiYEJ7{4I!Xob?i{xjC&13U{Ecl zzY{rh;y-q*6v1Cp(|)p&nZJtVxq{gH<94mH&G1>$YB+tuW0uiwa)uYoyLR%{*qTiE5A$xT|$cb zttV-o7A0H1SU}mDIhY^xOU#(RrrTMT{KQ;k#D4O{*NHvREk!-wEf_x|M% zYisovg+|Xeg@MEMU(8Xyn|wQNb&wWn!v{~-m^HgS_WcQ9!x97j@Y_@CV^qNh4kz)e z6GbSEL)>K58Qran6uIh6 zH~#=4AyW)+x4uKg25u9Jl}Jxj+{CBmnZaOdu(S{iHol8)h;4XIwK**+x%i0@4>F8_ zs`$qy-El;z#(z(uBc=ReITP&X6xoVmS zX#q;QUt*m46tF?spxg=S?Ta$O7c zGk(yqVpBVXQ>Dq(Esp((v{9uU9MMA8K|4OII25c~)nH(?DCteC=XrQ@NNOy&B&-*k zfACntf5u5&JU`(r2X5XdEtJov7!_90yw?PM;u4zVrsz?_+P!!^4x>s`f%!T>8R{Vw z?d&*1y@ozxyo?wZD?{EMB1j03t^WW*wa{(;u5yvfC1o zL1T*HdUXL0DVzBt$C0XMmws>DxfTe4P&cWz9%nCs$LD;WjRQ1O zbNuB}+!>V(hd+%$wXjhe~R-u}re&`8_Phv?C^!f_1wN4rZBSf;{NhskM|9BX=(@wosl z7>|AZwWNh|8d&7dHJ|nT;+<|4#=E%d?YwQfiLFMD?qd$DT9qhk`yE}FpEMXmFH5Eu z?d~Rmmb|T9adyN3^K!%*Z;fjIhuQC9n6idAYQIt`mS-mEuP1zv&r6dsPk45fgsK9e z6v_f@*Lu0^49TW$o?4Xd<^W#%a0I|7b?X+j?{?bKWDOwhEbB0Nun%L}`I3m^+$JD7 zVE~v51ZoqaPDK4i4^oq}5>ufkwAue*ELKh5QNESZA-k2j_yf6CH=UPA@myH{fpISY?fSm2EJ12`u@HMqUrq9+=LGLK7~8t^R!Yn9lLN@=gk znCgaYKc6)bAQWK_=a4+26Brp@kgJvfn zUAVgYPpc$NQ%x~*klUR0lpkP{zOMTNGlyLcg_%FsXZQK2F!tenhmIJb#mRXlS?ss} zy0=px2N&2xC+3_EhHmsW1{B$YetBt}`I@G&`p7 zu)9f$#iN*J^dzKC*UUCI$iy43V?nDJl73<_z1ufr7Tf>NaM{HT#2~=#XM5K=6Kiv0 z4p@;N%Hx#`!x}9zrQ5NItF*&E`>`^>R%ja&?l?f()mq+$rO8rv34}r!TuD+m)`FBt z7#FxD%m9CY0bvJrQC5D@IK!YH$8+Iegh-U~xyISme&pr0>2)TlH?T=UOB&Wp9tj_2 zx|ugq49gPzyntmRSria_BGqJiwNpyd5aZfBn{xL>9r5D5Pj?nnWU?2Y`lE3J<|>wl z?uohr1((ynz89UDr%CbgEY-80J@@fy)dwUS^ZSg`fJD_CQb}+6ATZHO3!xt9ll#I1 zAM78ZbuevFWfLE$={!-g4ov!Ubjhx2u1EsLaxeIHP6#3m-uS4g_e({;EH zvrc%%{*DFznHZ+BQv7>6Mm6HjBe@=!-RI=EHmx2v{02y$9k_BV2#BT`ld0zqKQ3OH zY!C-g9!xJ`(U8%*LjljB_6c8cZ%}X2V<6{*KhpMs*I8{_j$zSH$B{PiVGi+%m3*rh zhW#>lUx)K_N*|ywRfN$v90@+ubX08@fiQJDg>CNdPT1j$E~l6&Jj9yE0S1YI499QW zC>vdMPU&rSDFY(#Qr00L`P*bJW*sA5jYJSTUj(AcVU;YjVsx8mg7RzVGi3Cihb8$& z_G*ao;zB<}vX6>ajg3*W+3h@HmvmByAgp`n2zBsA`C0%;7RzSgrRCoM!M%g|L}tTy z&s?Vk^@%;>)Ri*umHva(pxst8@1!CD_B@SQq02>_Z+B!LtBzU{vEM#;$na7~{k1cE zQFP$tKDYvJ-;*%zVA5&Vy^#2pFEv+)*(%=tolC@|xHw00E$T~7d>V;=m=sS$wCQ}X zO}c!#K5PM@qxTtT)?~)^CVmf~H|pDv^q|9tt8&lGuepB6y!h-^0PSz*LCS$j(0+c` z<<$B320~g&X{zhbH3TPCdptC|u(y_?-?)3QtCgobQCfz(vZ|5(-s)Mc`C~82)A}S+ zV_2odkG{X=TL8e{d~Ms31C%?;PM*$|W)TdY-`4oOQV{FAO0wi+ z*bhEGhAaPK=agjgzrPu~+LTLk-3W``XdycEduA_+KrhHd>aG?elk2L#(kU=j5BZ3( z`5y36F&?$|&Ynug7^|=R1+>!R*ncJ#j+KE`1+*vGW;lNZ&sd z)yDuq^|h+yQL<@*wrhl725{+)e*#eML!@zfxq7`eiO!VyW8GW-{bYVmcmcFlu*xl& z!HF=}^s|*eH%=!vPpIlp9fTOL7;&O6JGW~JH0X)B836l239>YkNoz9(t}facY^?v) z7*4*$B)2EHmnmC?kJ&2Qq4yKo&QiQJp2q~ZO+yGw{GfVQSg*PA{-wbeKw8&UqkiY? zP|NpI0qU&oJ{jP!SiLeouIkeHW0bYzW&9D*VV^4WF0+k$gMQS4NGv|;WzC{1XfkMH zC`!M~17XafOTC!M`@y5tusZ)f1V2(R+cZlLNl?@}i!lkRUg2G00umnjL)?9Pk zO~5o3dBHvJ-4W*k{Y?WC^k@VDtH|^g6>l~a)ah(W7rGWy;(?RpM@?)|9{AtH zEvEk_Zmk)B_ECW{v$H3~tB@ga{$I8hAqyunN7{T8C?!Bg+aC8%qTg!W*{BBwdY1by zCRGH$?h#8KXlo=D^)%OS&HWV#T z@lz&4r!BxW^FFH#Pc;>&PsE>)YdsSwPjHkJ%bS2E_6)X-fg#fk=iCaO*=U6ukz-ybI0{n!P`7R3SxmRcpq9+Jr|7xBR6KxF{420QPr8smEIw5Ww(>z|TVRAk zL$k-P;3`}*gtKA@Fy}gdM#5>%`$d1EQ$0}g{KH?vTG^D~^2z=gt+=@dQ++a0Th@l9 zV0VXd*7d+gPKaVo5iUE0Q3Cu4pmex-kz0%IZ=>_}64YQFzxqJjsg`glk%;Oc%>BVN z;F$roQxT)^VjXbmf}-JQB!4hjNZ_x8P=KTm&kn(S5Xqb}tmE#%M+Dz6Ls0Ho#}%~? z3Kl@jn^6K$$t13LKH$mrCQw+Ej-k>8 zUJGa5pmUYOYl5MW!y8dCktC}7C`kMAV2l8;W)ipk*x;x-uyS(3}Lcvk`Y~l_3dC7MH zfPtCSDz49;&*&Uy6}B*x&tE-#V8#%=UzhsiSHo_+-l{9>ozdMMKDiB(57If^`~d** z+vrL8{rbJPpCi0B&0MK;4RSe8bTQipWejnDPnYJM?2iOw;`O|ZlR-*9s)MzC!|gMu zdsv>(-*4N*t9Scw;#%1I%>z=Hwl{Le{Ly+9%D!cc3*=vm^Aw2kgJ;=%!%f0t7ukcx zcYiBvQW+rb4)@sm1-m?Yje2w{&AqGyPNCZwZLIFMKJ%NZbGj-oW<(ginohgC`i zk_f>r1Dnvd!`C^c!l`(|f*dXmF-6Jb8!klnAeXx)F*(VMR_aM8&UD{r89}3a)c;V)42fC18OdM3cWok0iYhaS;fDQ8~#$ut^re!AWvE&BiTO zfmuRGSShN(>_ziPsgdtYc(-v@f-VEI0s|>|5}L$Nf+mgN)=#iVm<~!5AVfO+DV`ue zS2RQol##3v#c)LDIB8%wbDIHMzs9h|%7ezzoMj9l4%Lr2!fbvg{QLeTx%!P0MbrFD zK>}98S{~mV&Pw8Qs>phHT_Nt;2RY{t)D@TLAuuu84dF3v08{z9reH|S4>m&f z*B*#^{Kj2&Y_QN^AJUp7=XuEJj0BTN(h7cya8aL(Jg1fslN%8!3M2&p#{jaK)Z@qb zHwBFtU;a4A1%p*Q(XFA3Cs)8m*t1LR_%B!%q~|?M4zvxWJp;a`_ygJ;uxO8{@$G|m z1(T-GBe2UkO@W%>BX#N zzkf4+rI7xl9*qCCnv+ppvPvGNOp9mRQ07A8!p9SQ|Mu&8|9kj10onQ2Xr<#3)aSrB zkB`yd7o9N=aYdl}t`GUjz43=6l{d?6jI9(-3uqQti;SaXrQr|+p!2*L)%1=bH1d$u zjJd7J;HIqG5dU%>zyQJL*qj~~NCS_hI?7n>F_tsek2yuRRxH>FlY(%<$v0dJVga|{ zabb+QGXka1mR2-fP!aqoO>zeUi+Q4hc8dQi1r7u1YzDl9OUYkkutlL+f51Xm8M!_l z;!-0}+A1qlV>y8ppvJR2RbijF6fB}+(JdIfl49AecD7(0U$1If_4FikY^KzC=_J;6kc5%bQI)a)b7O#!llD;O8?|5NaWLN(K22z%3r#jl6v}7W9YFx4EsBkNTI<+4Qz%DannQ7H3!W|!_U0AyQ ztt?A#$&$k3LY>+w5LXrR-HhEa>)=8mVW}@&Wvnh4qBQR#FFFe%WGMHWO!|VK*LB1& zc`kkb6WvCf#c1aBz>@u${>H8)d;>&|C)SWuokeSa+QKf;bC*iCB7)AppgN?z zZ*Rw&xw@2(t=&>Rkp5sMl}mx*f-I#p!6%6iUL(X4fN30Tz~hjktowrMLF9aV9p%pu z+CdHe41m1!IZI0!*1=Mbww2D0U0+YYIeSP%e`y{^3|#b-%4qGj{Em&ZiVpbfU@Go# z#g4yoBI(-6Pci5!;rcaAmOV(?=MiZlscux5ET`Z&r_w$zW=s)k+g5mqp4Ue-gQwRV zm=u@{phy#ozL^m^Lsw!5eMC?h;_za~aPN}8%qh>uutCn<>p+r*_RUw+NdWb|9C@;2 zpzyU!8(EOJMa7Z!$?>OPEmD<^L8->EzJ0K zMKl^Fe_^CJjbBrXVG41jzkK`v-*dxfXn#mn52FuauN z7&&e(uFo6whA=0HQy?A7!P#FS*g>d4GEtx2M+!myd*&mwF-@ z&Et9dyf?Wa=Z*0Dg64U}{R+{eg5IDa-tdo@TSAVk)4hCVT>1NQc>Jip6aQ>C;6X5m z3CMJ%AAxn8dm{_aLxRHWB60zcb7Za+m+L6V<@3t{Q_%oj+>2|yB?()<<13aZ3p|3!C7q%;Xl3P7dPb7rU;L`+t$ckn zW!(i-uvcp>A3wKhOjT{0Df(;+yQ%8xlh^OB($W23>g@Dlk7Zxz|R?NhOyZ6eitWOj3h5J{{cKzLZ z^IdTbPtW^<)+9Cj&C>4xNB+*5N#l(cPgT1~-4>iD+p1z; z>fR~z;a{B`Uv)-L`ek{5phBSCq}rR=!_SWC12=Yyn-g_dV*4Hz)%Mj_+A4#U9#A;) z_gdfl198)*D06y0p1%a)N$P;;JUd{l?ZaCwijdcWVjJN(AMKUJ#e~LcwLhJ;oZ_bU zQBCChdS7BEGTC+^Cwp}vP+qo<1SjFfQ=C-KKTlT=@0;uFL7P2Z<_1X13yLZF90EpFb--CAP8BQPTVjadYRB_eh zCiXf&Z(oO}C#NgG9OQ`f$6p0>MUn)2hP&@@72PA?weS#D3ghV~1$v*(t*NrIYPd`0 zMn0(1_f%D9;OM!cYOIK;jKyUxk&T=EY4qWgl zS4&RWL2v(kca?$u7vWXcHDR8V`l$5n_R7Zsq+%E)c>>+9^AC^nZ5&1YHg3!Zu7<6S zLsR!Udfs(_50VoVJf}^UR_FD7V`o}qkIg+|{^n76)M3ag*K*I3U|-2U_RAN}jAvcd zRTP^$>h;lmp*Nm^els^o$Kj1VREu8IauRLmxvWfy+bjIf%`=Ygd631RdS%4Zk{fgK zPhlIK`eS;upz^%3y8f9SI+M-p@2 z!x47?|LCswD1Q*!*BU#eo6A@$XH`v@Qj&_g2nNeCa=$n6 z0eGZHd2KiN^&|EsGmUsR>+ z@=tdBzf#HN8LFdFR9&{H>OT_jKYIB;ZMh<9WtV@lQB?hZEZg znH$x<2GQ24AY)9e#5^ALh~#>fSX$XxB(h7=gj;@n$$u2KJK=5Vx;NOCuO6l`a%)U} zJH6>)3%}hJ3uewsVSl+Lz0M%P?zo^l;AQ*p`D(waV{HZT?iRa({_{psmrnj2^sYn_ z9gJ?xMDQR`8Xc8R1ivZENI7luFEQUfdBv?@g_Y(qZv*A|XOGu4^B%3RnH@W!^|~%F z9;ZD^`NhN2!58>gT#UI!2UY8wUS#&9lc(y;>GB1(#DF|6c4A`}RY0IUaBI5=U^45( z(_W}@W2m)&Q$+3BZUv|9R~urKt0LrkVbOtCchz4!y&(HZ&6cVa>ZSP-mQ5%1TDwTn zS22vJ%jecg`&5aNUzO{!?Hv$`Mol{_!^?#t_QgQclW_!-w6Ccc5o}5>5~-6;{oU;9 z!?l?OjebBQ$%cnCBLNxeq(CsAfNP^~PY9%ZiVUm9T>Z4aJyf-|d!YeVC*y;N%Y{@I zwwgdTeZn`D$7c6vns*4x7r(8HmdiGcVja$p&Y!1!0=Q*5TJ@&tCazg6X8CtfUEkH) zMO*i~5Ckw850LU4N$eu)Pz#NeeJL@xlT$ObQcNQl_?xk3b#h0B^Dg1F0P$MS4e9n( zSYkemS=)AkEK0?OAn`O4b@>^zW|OQFC>33*io15wH#G9~r$r}-EO`eEc5jthS8kVR zm}RvXs^9Edb||uJkBFNOpnoh}&3zk&*JhPR4abZvxLLL7*)Mg`g0jkpTBxf$+krfN zx-0FW(vxq^_Z)-fpG>2;0n_Ev!X;r@kSBiSwZI9BSR}|C+v)Aa(SBFFfjrc%Pp1(1 zgI%LI8};%0eY-yL>J02`=H%7!!Cm%!3NfiZ`A#1G7ZOQMBU{zn3#`?cd9|2RyXSN= zm7X2YlM&cps?<$H*sCyc0aD;r)uL3IK;XfWf`gbB7DopCB|JPd01x)c1h2UTIMj_4 z=7GebA|nP;>pf~x$SQ%#&}N{-lOR=rqKGgPG?j&*uC4hJXN#}ZMBDIAIF**jwz&nl2x*X!fiHui3b}~Mqo7U_u8;ZBz5>oXTAW6^35S(#hF{keTCu()|gUn3)Na`Y9;@zVVFq0}MzZ?tde33<+beqZ~oMb1?i+xlZ@1b-o$pY@K);VvmfoImn*zs|4`2caT?*QSvi22hKd zF$<}`EcKB`?(KrY;8PMaGDRf^hzqU080E;v_Snwr$tGTItXImsVT#3!cQQ+Ru<<3n zf6bO!SlTEh(8tB}9xyex=m!l1z0@Hu_CO!vDDbe+Rrx&JJT3FqXlIUe4w}Ee5#sw< zfw~mr@Tr3raO+~;?r*~g{i)&JY*hY0-9D4XWV{^R160X{`mvZXd}`QEtll8>4f$@v zlk+)5|L3X!bEL%=gAxH)ICWv@l`XwY30YV;Vd&KfwHXPS2^s%2mF(?Z{x#VM83>hN z=q2sU?Eh8l|GN?))aGI5U}9nsX69gLU}9uqVG?kc-@@a; za>RzG=x*?em?-Ac4WqG~Z*5&xr?5f-Z*~+hm#va3zCj)R5Qk^=X4my@J6|5F@d9aU z%!y3;h1Q!6^!s1YR?mqu1K?^fu0c!@lJl>{v&y!Bq~;OwbIP`$026Z%^D~NeAX)RV zh0}_5z}oZwE2slk{HD>)QkH{lXs6K5P*#9Sv>CKn$|_Keb`I?{WeuoBJC8O)SqJLT zuA!Zx%!3BBCA4YEM$m+I9c_xT8ML6?Ks!m<3fjLP{lzRb37HiSQDSH9O6YJ2%C=Y-> zwC!kzDf__y8ZVwkDGvgUEViRX${{d}#>b=)%0plTZ6}&aZ5~D2i#AND|7Z+NzS5)g zl1I?wt3gVA;4!p_rq@t&)HStp%0j5XqM15=l6`b2>5KNG>1cK4GJ}6yBKyc!GMt$#5EoZm2#G5s zM8g#g0^te-F>u8I^SjKCwae64*=13T=@>YhwqRfNR`Pf=UDLsH z(s2rq!AR&LDT}AUEI5Ay&Vo5W-XZ~u^WcJol~QI%ya*P+C2$2?1(yNwi{vd5u(%3t zf?I$-`wl>GyaNyy-vzortA&~e`h-sYh5Ec35Dni0`arjZy64(QK70V+PVcvnf2AJ| z^5yy!Pda9GTe$h7r_Wj#`fVh<>sZvWsAEybqK-u!6MFF!CO>GiI*A<} zJNj*UrQ

fgC6S8^AUo*R5Ju=+fp=3!g@`ssNRs3N(O5&;;s1xrIC9+FT7VS8M^T zKm#vt;oiU6(q@0*;i6VUfLkMWTKMyuG&M(KQ&)_JmZl?pj+%)*79RI%^RR`NZv%hU zDG!0epwGgKytXiHpyu4oMn0m+Pqm Q9t$!yH8Tn&B}Gq03Phgo_5c6? diff --git a/LiteratureNotes.tex b/LiteratureNotes.tex index 0e423ca..a9292dc 100644 --- a/LiteratureNotes.tex +++ b/LiteratureNotes.tex @@ -585,10 +585,65 @@ It is much easier to read than Goldberg or Priest's papers. I'm going to start working through it and compile their test programs. +\subsection{A sequence that seems to converge to a wrong limit - pgs 9-10, \cite{HFP}} + +\begin{align*} + u_n &= \left\{ \begin{array}{c} u_0 = 2 \\ u_1 = -4 \\ u_n = 111 - \frac{1130}{u_{n-1}} + \frac{3000}{u_{n-1}u_{n-2}}\end{array}\right. +\end{align*} + +The limit of the series should be $6$ but when calculated with IEEE floats it is actually $100$ +The authors show that the limit is actually $100$ for different starting values, and the error in floating point arithmetic causes the series to go to that limit instead. + +\begin{figure}[H] + \centering + \includegraphics[width=0.8\textwidth]{figures/handbook1-1.pdf} + \caption{Output of Program 1.1 from \emph{Handbook of Floating-Point Arithmetic}\cite{HFP} for various IEEE types} + \label{HFP-1-1} +\end{figure} + +\subsection{Mr Gullible and the Chaotic Bank Society pgs 10-11 \cite{HFP}} + +This is an example of a sequence involving $e$. Since $e$ cannot be represented exactly with FP, even though the sequence should go to $0$ for $a_0 = e - 1$, the representation of $a_0 \neq e - 1$ so the sequence goes to $\pm \infty$. + +To eliminate these types of problems we'd need an \emph{exact} representation of all real numbers. +For \emph{any} FP representation, regardless of precision (a finite number of digits) there will be numbers that can't be represented exactly hence you could find a similar sequence that would explode. + +IE: The more precise the representation, the slower things go wrong, but they still go wrong, {\bf even with errorless operations}. + + +\subsection{Rump's example pg 12 \cite {HFP}} + +This is an example where the calculation of a function $f(a,b)$ is not only totally wrong, it gives completely different results depending on the CPU. Despite the CPU conforming to IEEE. + \chapter{General Notes} +\section{Floating-Point \cite{HFP,goldberg1991whatevery,goldberg1992thedesign,priest1991algorithms}} + +A set of FP numbers is characterised by: +\begin{enumerate} + \item Radix (base) $\beta \geq 2$ + \item Precision %$p \req 2$ ``number of sig digits'' + \item Two ``extremal`` exponents $e_min < 0 < e_max$ (generally, don't have to have the $0$ in there) +\end{enumerate} + +Numbers are represented by {\bf integers}: $(M, e)$ such that $x = M \times \beta^{e - p + 1}$ + +Require: $|M| \leq \beta^{p}-1$ and $e_min \leq e \leq e_max$. + +Representations are not unique; set of equivelant representations is a cohort. + +$\beta^{e-p+1}$ is the quantum, $e-p+1$ is the quantum exponent. + +Alternate represetnation: $(s, m, e)$ such that $x = (-1)^s \times m \times \beta^{e}$ +$m$ is the significand, mantissa, or fractional part. Depending on what you read. + + + + + \section{Rounding Errors} + They happen. There is ULP and I don't mean a political party. TODO: Probably say something more insightful. Other than "here is a graph that shows errors and we blame rounding". @@ -610,20 +665,6 @@ Results with Simpson Method: Tests with \verb/calculatepi/ show it's not quite as simple as just blindly replacing all your additions with Fast2Sum from Dekker\cite{dekker1971afloating}. ie: The graph looks exactly the same for single precision. \verb/calculatepi/ obviously also has multiplication ops in it which I didn't change. Will look at after sleep maybe. -\subsection{A sequence that seems to converge to a wrong limit - pgs 9-10, \cite{HFP}} - -\begin{align*} - u_n &= \left\{ \begin{array}{c} u_0 = 2 \\ u_1 = -4 \\ u_n = 111 - \frac{1130}{u_{n-1}} + \frac{3000}{u_{n-1}u_{n-2}}\end{array}\right. -\end{align*} - -The limit of the series should be $6$ but when calculated with IEEE floats it is actually $100$ -The authors show that the limit is actually $100$ for different starting values, and the error in floating point arithmetic causes the series to go to that limit instead. - -\begin{figure}[H] - \centering - \includegraphics[width=0.8\textwidth]{figures/handbook1-1.pdf} - \caption{Output of Program 1.1 from \emph{Handbook of Floating-Point Arithmetic}\cite{HFP} for various IEEE types} -\end{figure} \pagebreak \bibliographystyle{unsrt} diff --git a/papers.bib b/papers.bib index ee4d247..bb7bbf4 100644 --- a/papers.bib +++ b/papers.bib @@ -607,4 +607,3 @@ language={English} price = "US\$90 (est.)", acknowledgement = ack-nhfb, } - -- 2.20.1