From 2514d53b3cfd38d60de9f1e943fc832e04874449 Mon Sep 17 00:00:00 2001 From: Jeffery Russell Date: Tue, 3 Mar 2020 10:27:46 -0500 Subject: [PATCH] Document v4 --- exGraph.PNG | Bin 0 -> 55767 bytes main.tex | 92 +++++++++++++++++++++++++++++++++++++-------------- markdown.png | Bin 0 -> 16663 bytes 3 files changed, 68 insertions(+), 24 deletions(-) create mode 100644 exGraph.PNG create mode 100644 markdown.png diff --git a/exGraph.PNG b/exGraph.PNG new file mode 100644 index 0000000000000000000000000000000000000000..7715746cbf60a0d98d30f49ac2e111cbfe96366e GIT binary patch literal 55767 zcmbrmcT`hr(>AUil%`Yxl_oVddhd!%0?n~w$IfVL zsogzx>;&rAvE$#VP65AJ?wg+mz8&|ztEqadtdC;}_<_RlhTe^1$137!4{S~XKT|)_ zGVwlkj6sk5b=>jAao~zEu(sNb`~H?Ijeg1I?PH51?B41a(GI^dwuv2^^z%boJX;+t zZ*^q{iCTM|N_y5cU@s~d!@xc8C1_wN4Xun z$rByc20MC_L0#3>?C8x%UY-ge@|8Sli3v#7qbu^Xw7|5#mgE0_SWb%()yT>vjUYPZ z${jW~YR4}6mtJOGWtRH$s@4@!2X|7heq1-b_gwi${rt!Dx|!ni>b>Ih(!xKlls5&D ztHqz=V1=hUReEVwS1A!P1bV0k9mkz}e_lFhe%R)dxz4=UZ-<8vyA{&+zh8sWQLBp6 zyJK|LuT&SQk2aM^ee^4VUxrdE(*iFZ?-coM1uu151$x<#-xf=}%7hB|ysq=h9FgYl zE><*7dAlFh?D8$HmGminmDIu zf$jNW9S8kbPTb}((?wI_B!aIl;K}yQ)4pqCtDs>oQcM@-B8s{lc1?QW)ZPKhOb9xcyn_H>O_9q?V zphjLt$GV{XmKlZW(3J#jnQ|#^Xn|mVb^AvPD4vQ_$wp2M65>8f@eN>qaLOxQv|RNr zbvbGC_$pyHE+TTQ zD|YAip^NvF@hkR8TlelwXy)C|r1LcNIC@6$*NIW9r*W4nk@}~2mSet$O}oqW9(tR0 zXNB*C8g^{$+vHE$^kAm9eZpGM#KyG>&<=Bcm30wBnVD9X_G+?OShfPh{-u+zs=}4L zq0bQ4rq0lX{icv~NXh=>Tvd}M*>&@HobKByls;gOUeySV)UTw{q*(6A!O-D@;!lyo%C3)@miUQy55FE?piq_1rq$LG4mJP1mZB{xY6)D< zrUQngxN5$zejJLYyISkbR=HgXPQ4G-oKy?)%r*hn_p49n{R)Z!V<$;lh;MntQt9|@ zT^T0F>N1vMY8g7KkAWwo>1AHlF|nX_ZAbSLBJ!DsqrN|>rj4*Szn*7d%uj87P$p3u zrFQbMP^MnIqmn1*t_Q(Z!ARyM`0wZ8uvN$e_I4R2q}?1|8fe;lfyPA5trDr%P~(r~ zr>?+}xJV)bAqIoXcLuWOnUW3^?Al=hW0iWFrDN20EC?BF7njWSU2<_^#a1tohEMXz zF@7aogY{zi)4aOGWVXxh{Ouhk`AWy#v^{$J*a{Ar$sn-6Taiu4foStRt$jR^!IS=- z$Q2hpvft4Zw6yse^N7_Wa=jqrLeT1ZOrEPk4R zrp?C@ClssI1I5`GZYB5|1k>=evq|0Rry(5L?BLw!xj;x;3=%EYv$H9R>i3@AAG2I+ zP!^b5pN~>P*wGNPw=Xt%T!?(_(J}AozD(0;5skP9r@(6pyudwfEV||2D0MEJ%j0VR zwx%;slW{p1sbU@Yi9oqYF9I5W@a(Hf=8Z$C+o5}7*>gSnH_7`t+&6}?^Xh2X@jj5m z@ER_wVwg79?MW}XsdMhXE>djY@r7g;vLz2Y+`8NjBS04TU=nz}H`-LSpE{?0wEI4H zE!C>sH0u-_7izm=8)V>T@Tz|sW3703uLUMMr)Sbfl#5xtGQ`W!Q(dZl*CMuuU)hS) zHnZK}Ib5<4sc+<|z>iu65ULqKC>f4-d18c--t1nyDi&#+DmNPZX;23zt;N+vI;rris*+L1r zz4(!-bBa(++|R5U(U;SqC3}7TuAaTihqx$?wPd077tfX7rcyXc7{MB~_Kb^Z+q>?5zRbRII`j@%xcd8g9+IbTv zQ3~9N%Ysd4nj2ZiXkgz~(b}G3%@-V?C=LRIsaz9O**4GGWO)C^Vi|g#(6$|reab3+ z`kWCG7p+8RiH{Ro+GRXDAt3;Z9${s7m_2(4JxhR3xyMqSWEEE>sWh z?NNRY&%Q!v#rYxRP{F2Z6MH?b*!Z5-GJ$^5QVyb(3wodkrY?J1+g}JuLhAdncnU29 zJGc2hj+yVTUbaC9@$Wb884u2V$vb}#qAgFK=zV`EkC>tl9zC=;%3VWIZlI9L(_x-6 z=ChbJcQKNfZ8sEwmu(n(8D`qkn?)nzDR09yG3|+-6V@PkN5xz^AVkqt?wpwSoR!Uk ziVUF*I)aPvW-bT`{>hU$Tx~FsuZr>Lq^`>BvSS8$h^3o;hrBWY zS`%=+EkFO2YV=>}`))U`+659t2eF^cl#J4TxPWHtZ7uCWt46hZ)uL)Yq(Azr;=$(O zkGYnlpfdt^vuuK(Y=`{}E6uU}Hnyn4IdEqtLr0hGI0(CaJu)mfYs>6}=RI#Xd->EZ zel?xlsW0e-to>2PtqRJ#GQ(;9CeU8sT097kUQF68?ds$Zd7rl^$dE0DP}=h=QWic{ zZKt~NID?UplkAFwb;)hpaF)s7#>@Br8 zO2}>(bU(c)2UXtW2F1@L2J{Ubr^8hc6n4%L;jb|s$T_`?*2y{RzCQoSd7Cjh3ZIz# zo3YHObVSwr`ruNHAj%d6?H8kr`(G#TIcpIDrAry{ft4dikOpK~I+2YZXBLtITLn%H zwB71*ZH7#oVG9on|PuIycr zsqct8niZ=tu4mAoBxZJr!3%O%XpfEB`RDGE%IF8|wkq&?Tf4K@o;O{5S3oxlTHxSU z@r9OSOlPYn_Uko1QtZaJ+G)AKtb&hcZ<+R@`+bAb%c{53psq}p7y0%GjPCDj6)@+V z&SS?^n;W}#Z`TrJm><_pHMk-Q(XKh&BOX!9B7t-+)8@nGn#y8m_8`Zf9+6Pt$(kePkdx&3!QmruMk(p}^>c(?wx&C@)ox?$zLg8|SmGfbZs=@_ z+V)tLdr3|aDkc5WpziwJ;8~B_El@({mF!Egjh^BbYGSpx>6+*0q$SK;?aL6zEIvHx z2?@vlbFH3fp7%o4ON=>VzoN4*Xx0C zi?YF12|8lC3QS0^$H))c-aZJxF!u__7KHy%h3R zK^VsYiWviUrY@Q47;M#ywBYxkBHM(anAHQQCeI^$84)!=P!ZZe-Yv61MZ1pagIv5< zYufN$N`k>Mqb@zW2}>Ebh-cRO1ujhn^!j1T2N-X}#BIZWo*;RC_4r7<{4;jlq`a#&0X8&ftdG_N9`zv5l3BQy{O$;6g~2tUD$IjUtteR z6hr?tfZI6vz>?pB;k;UIy;x(+#R|Gunx5W(J$kD74Vok7oUayR%6K{hp{gg%|(c8}|hymrR)OD<5GL4)Ym zr{_5*Dhl>n9G@Pqe$b7Ce9~8oALwjM(f;heW(g75pXF_Q6ejC=R*CX(t}Z6#2X2j9 zp&|*h8(>xHua||JX!nJU&S|3@vF6{optF9O`+TvVy*n84h=cOfH3A{260-25@szmf z=1}x17;l}$sy(87WZKS{)wZZIc@2F7|D54Zr83)^SVdndL_pHnRoh9owf)}$b?WTOp#=Imp1&?^U)O#z}&Xngj}6$^PySs z2Bck(%&4mhe{F|%lVc@=QsE`tpNC>2x@!X=F^nzRMCPU(2Bqp;oljv@vkF99lw#Z= zD{3&N#MFgC=laAP68GZpaB2rPx&@)Lm0!YReBIQbnFfP6@bJ(fP^^LQZmanGodD&S zV_4E$e7xDC&ZJs=qvzlbAKr(Eo4Ym-X$%+*(L+G`AFkAV!mA5)EnfW*dwTT#gojp0 zAEAk(yy(JD(JA{2txK7oyrK4G1?ruI+R+L0W=Hjpx$%B64{^GYdti`BVd)pH~<1 z*NA4`nv^6t~K~Bf_r(xirZ*YErcb5~xUGw7yg0ziat~Uyy1o*oizKM!A ziKRG7@ZIWv__OB!4S)W4^K$6fchToC5dC*?X~*&K`Gaq8RnIihPM;u~REo=ch0mUV z#QE*7#ND}K{yMF@FX78X!dVWD{jvsc`J>YGGT+g@g0G>@OGKW%8FtUUK+RU+M&Xs{ zon^aw=;1;>9sQdr{!{(Z2}Xt#mBQb73QSf#wDgirt+zWL=?SyH$-M&e`8MD2JmJXk z*LO``Uf;>_<8Slm3$0hSMPyyhcJ@%u`&$avB-jM_<(CFf+AFqaY zOm{ejsP8P(E~#B!kG!qV2MbP(=dYn}g9Srh8KoS&zmfTjjR&3;u;H3u310MIjEi=Q z5qbS~&o@b}4j+VU2r;NF2`gW~!Dg>*d4U+obqd{4(VuGxHhTj;X{D;afh>vVzHQv? ztBRCw&g|pOj(MoSfW#_cAs-UxVw(7aMWE%mOLyL;zK!R}Mi%zCHH}Q4tH^$H>3GwK zw&4$-6t^5aL4IGB?S7yIc_(s5WfU~9BKum|ySN{zX5lUMiD4<2;vZ+U_+ZS2Yo@f1 zW7QSaKS4s}&(0>MT>Ah}I&+Z?mZGsX-}fgKy4v|;k#VKTY@n|acT?w%p7|bd06@vH z!HgpIJa9Ibv2BMj_vXmrPx?w%WcS{(1Xrw5JApD9mFGOmY!!y-6|8>Msfp~rqJ|%q zE#ljKRxHKvzL|}G1IzQA`&*w+{$+(NuH6iCi`JrxWJW12HptCT^PFXGxwJIqLI;kxZ$*z6NkOkPTYUKSR1*ZQ;mBrA@(g}Tg zP@}uq%O6v=fu`%{no>9}o(I90^I#n{<1Zhbq5kkq|2C)|@;w?eUDdp4bS49={z(MZ z*spdnXnZsYApvgsQD*ieABSbMTPO=CEl9T`$Y#6)B81=eWH}Mcbzc9(*^8ISw>AGo zw~S<%7~c#~uw2>BC6~Egzk_DAj@jyaVdd>R?Br*he|A(~GNHErsu;J?SbIHq8}57b zM%2+8>whG%UwcXYt%kvWSH!=Rvo9?FMLeJ03M3W@KH;pepHn zWXJOOhxKa<<5dhsH^iB@8Bo-N4-#}4a`#1e?z^#9o zs3_Saa!|vVH#uhrjVb13N^vI()xTS`zH*AET9C9w`R!?W5w3$#cq8~AE^4&w!Y4U@ zMkc7tp_G;gY}s}!hFPPDVPRW#S%AOMkZ+4Av~g$e^>9|w^&t2n-z)>;LsAC^4w4k6 z!h7wY>GeaFUb)ECPn|#1EHXxSEg`yxj?4%t)VkxvE4-8IBg*<%oW19=O0HAWIlV(Y z6G9K)xDiiRzqh_?|HCbb>X=g@5k!lf+6fOo(wQ8c2C2`?BLR8hBvq;b$zN{Qh=i$* z>5oS_D>i-6;}Jr!Gqzc>(D+-GhFg%Kst@S;C?hnP2R5E6_u&O^}h#E9r)Pd!!qMjepJoE^^OJj@lSx>>BQH z|B-`Y2i4Yt*kh-gWR@zR4JPp_&m)l-T!B(Y@?rdvfo3IxesEUQ7Va@Zs8EH+1PluE zp7p%+VHLXSS^9_-yNgKN+>3qb>j%hZYIYh&V6tVaU}A2B(r$d%w*SCbhUr7k8-^Xy zYN7^M;SJWL*!9{hAQR=hrVIDa7oc7CvCS0PI#AcBbc&7^Csn^5-r{MAS{$UR`Cu!N zjokT=bvP$m0f2h!9%r?!=&0QXHz{6m)cUXq7y=dXYOJ%{u`;Nn>f8dUAtapOCb4_^ zB#-YeEpIzA%~qq0>Wib;P-UczCaX8@_@_W{fBp508;qzNDfT<7CU92(q4Xsotj<=} zj?AdB5A*5_s4m{iXN{cIZqrnUN@;&)F$EV<&G|E?sTx*fAD**-`j5Uq8?`f|nmteQ z!ZA2_=afh6&I5Dk30ybc?|VWCQXi(KX;s3rQ*)$w7pwfi%GI{u2$mBA+ES&(uq6Dt zZ(e-jF;;WYwS~C!{On^~&Zhab-V|+7ZaJG2k6WM$u}J;>pcX5IVFOeV(w)CLZ!D^p zBiyvKK>VWmX^pOX;L!&`?U9zGv>|Rg)d@{PA;wc$EPH#`E;2}Psb(FYS1u3?oy8ZL zepp(RoRzt{#KsrGtwFf5Cq*A8QqVt3()hZae6=<)-=3Td29UoT@NK`Zo({}QAu)Ta z&P{t39JAzn^2V;I*Ax3w6`YYM{~OsW*gJ%rX^A70HD3;$ZG+*{`LEUptS)z<&r4hR zjH+B0|9E?ZDlaVZeYK!wP;%qqT$rOO!>Lk?Ie(kgpySN}PL^Wr_yCq+muq-X%fz=Mi%}8TsR;@J`elS3w9G`zTo}HIJ#Dks?zulh(`14iPseK9}}W9 z-;n^J_ua2#Y7(^?siOraL;8j`toE75HcLByH7-W`1>{a#adGV5P$oiKVKLX2*kM%v z;)ah;8l$3N(`OwWE{&5B z;v2@$ENfJL{`4qi>AtJa_t-XQ*0r4DF}|wyqYcuKO6P&c_Lax{F6Ixx6T;?szZ~_X zGEN-@S86;3I4b)=6{|rNW`&W1 zpYkqP;V!TxUy6F&I#(5GZl&hPgaV-H&~8HW!#DStsrt{K{6`K^FjFYbd{V2D+Uv;9 zg-?$T;e0U6)wJ>zDrzNv)J=zJlH8$jvC^SS(B*?=Yn7exI-u-_D!fI)YCENJx37)% zLF-2lsFT(j2Q4f|JcBAx;TJCa)EIQS^Hb$$@vI}GAi84QVxq^7>^=YdH^ZQQ1k$dw zE-|k^YOK*5UE3M+y9;;s=sL3MJ+nzqN)UfR11u+Xbns+vTT3MS<3E~IKoJUX8gZT@ zLhjkNqcK!8*o4ei2yjR&60e1n%=Qp4ecBkA6 zImGGue)M^!c6u;A22DymklNrIB&vn_ z@iUU_p%Du&m@hkrxHh)!d}YOOKd)JPZ!$7V;ocW)VI`hh(h|M;9kHQ;S=y#Ak1vsXYrM=yR&YFvicGwoFKV&~e&@?8*m(V>wUTTx z(*_M|mnx2;??GYb&a@|!z!b|`pXWf-o|(B(dlT!Rr3WKp&Zx)bhlt_Kp3$=-t0kCW zt{QSPGg9|Y#4sm$m$sL~;M58qy+GIMqZX6YZe6%qOFA4+dHeVqwLi{V8=bokVMc(4 z_s_B1??POzyRK!|IKLa(-$ru|xBVSA=@j@vZ?dlcbf+U!vl>l#=(nNZO0ul9ezBvs z26uv<5;_38A@aGPwlfP*4;O9%`h3n+e74wPX(2ry;_^F>p&jS_rY_&c^*}c(f&Gs= z9vTFpADP#Pr_#&comK;cYV%zpCgd5u@qBp=hjnVZx8uuyob`|y>@UV=qBdT55aE#* zeeRrRA8Sh;7~#0Dt9o|$PzmQpS+0Ka{;ur4f-6@M7*nt z*o*J%&Q@z*tGUS9b;8>e&y zmS?sjHxuHTWvv?o9TY>Rc$KYquZN0s!z&w+!VBgC%J&GtmMZyKW>!Bswv6;hf=v>8 zvIqSSe+-=tp3~aXQ&?iC?Q34pD)k*w_ZbpO69vaebHanbi;q zQO1mHEJf7EAE1mLd-7D|uU1LsiJTf0nUd3GAT~12?q6D{ZNx<$>T``Y$ZUJS(eqRN zu1jUc6nf5Y^dR;JPAf<{ zb-CGbuA!tyMYr@!V)8%zzy#*#L*J%3I8UehBS+LLPhh{+@YwetgX^WAqno3uz$tM1 zr|Db4&5KD*x#-rpH3Sc~Q7rV`^J}Uj%!cfz&YW)Q#ASXDKi)sA4%Te95{g13!Vxao zON1}*=vf5xxsrz88MTuIBqXVZ;0`(PEI;|()J7tzttU96$%84M!{HQOj1q4m-#ZU< zDP?Uj3#nfh2v*)0yN=|KDVoRW1Wb~Y37L-hk>z0tF*HiotqX`#=bDqk@P5SpJ@i-~ z&G-56TNcmwBq9%!H}71X&vM$b(ph>o-=wD;qH{^oEyiNP_$4=G@T#fIP^SXhK)=8t zY!oqt_Ua{+Y6k;~HC4Qr4*Gh=axdHHbcofiOqJ!mC4$hV6ibNk6&Nu@=hF|d@I~?c zAk4B5rL8U1QGIN$`ilu4f9ZVv?1I7@BVPSS538;_2tKejg|m!RdNj;m3{$@mRX-*E zQt)KKKR_q99N7m^Ex(=BE{dM}M4M=;}n=I8>QpBGPJF_Jx|fH z5T|*>di}M3VtJD-JL7m-=_@JJ#^cJVB0mwW&{9H&)1>}fB~P?^+^88%twe#)8O^D?bV;e|m715Ib2a!Omee*H!noXX)F%I?SXpXyeo+Oo%Pgg{`c_`GBG@&Kw9~ctFmu^yOI0RGlCv!hnt#x(Ld8N^Cgk5S>oNdhy&tBD?ARJ zyG~RNQt52<9HuKDhB5f72_i#;DoXT{6jl3Xke}{CCOS03KTR1yZ?K+ypD!x2Y zD$$!MBV(YruC}IoxH8p<3fdkv!uokx#w%cDz5C=A({@%-nP=FgDR5WFzDX8TSXCv@ zGoVD8cJoXSA&tyV2FiQ+@a++^-kx-cXMX%2(8kUIoa+~8I=;2kJN9$oFW_dR)NsQ_ zR&L{;ob5(FnB21yqPL>VnX583-@8WI4!;yCb&%N*58X89fJeKLYBumUX+=n9pp>!w zVOZfA*BOuNT4lx+Em_dRJFb*n#1bpwS59U$zMah~4Sj%-aTv_k#wrCN zNRVB2|+XMRul8 zHxXRosTRKJdjs(y_WCMBABl%w&w^wb^Kzkw@Vz;1l2gcTD|g+=&;21g5E(aej$0f znbN%zL7TmO@?11Cmm+5tb0B@hLI@V#nH99rg-J3{76YQpvr`*E+8;$ompATY)Jwni z!%bm!P#!X)7Jk`#s~*thJ`lo&u(OJN+$LS_Nj#Vbsfe*z_$1cH%@>J;Me+jV(n`u|&bswt~7>T7QkqlNN z*;#N)xg^6^VW^&>+>i?mZ&N~u`|#}WLn5KRGty%Jsoi4Lmdz!Y3Bw}}4uwu>KdiaL z zRSwtVCl~jW4tyy@ZBs`-e*X)>&3G_k<^k_aDCysU?$VQ*gZov8Ln`Uq2h)^TgR>2qG}Ra)E}$6DhxHC4ubsg`9C#6hK*C=YC}_gdhw#5hsM8DPqZ zTxmrLKEr8*K54b8x2X5kf5P+nBls|$w62o%M15_;ief&JkuU35YhCb6IGcQoAS}VIQx5Q3r1Z8^uTPHuHPN!LT#lg2(f;gCF`L@1 zdkMC*_^mtx-K#qHzNE~n>`IVI+4Y8q<>M8-avksKI6ABPm6w|$?9{-7<1e{GcHis~ z&?KyROc+CpCQzde*srxqTi;NBWaq3NHdDu7s>*0&Y|r>`2HN^sd4gtbAb2s`FH5x5 zgAF?M%_SoqDOgL7wx1C37s1`QhuG{YiQ%}o81Z|^|lQHV zYKaSBbGBm7cQG{^eq`1Mi27vMP-~Y?F*>oqaJ%-twcg>f73n7hE0!u!BPh1Qp6R2E z?}~A1_FpBJ4IhPGW;BbGZR0pWXA@B^ZB)^V&-R~<>T`+XmNT3p?Vt}ctN2IN!L76+ z4b!a0sNAoO)k|hCsCj7aNu&a%C&@xIac-zrA@rY&rLE z3zX`Yg@_`_9*;T@Y~sGr6Z$M7IQ)zJzE2SbGlJtJhWGzl?yn))SlBbfGP1Bk+-XN>cr++7aj5K z@u#tmconEx7!#i-bfDSR!v)UiNQW}Ht{Oo1?}4s$$upg5Wwh5cq_1?l=)>r>s~n;3 z_9)RG*NAtS(ETXLN5L5WL?HFr#REMGj`M0%2dx)4PrivQ-m;p5e0)B~c82Qql=q-E z2(EkHG0XG0&Sa;@jEtQW#^d5`G?WyKuV?%kc~?y&WQFG-+ott7{4^JWM8xT#U~bQh zn7%pg>LiWIpG7^fE;LvRz~Fgo_Y~|&uT?%?sYM&n`nwtP%`6MlRrzr$qHf( zg4hdh07Ua(GKGyib*fuBWkNtFMV3~yjKkPoy_Gyded#Qjln;EK?vL%J5oV};KW)g! zcKXsSO4^GP`bZl}>*TNAs_D6+d|{yf{+Sz8?3&b`CQ*^=N@*cz<>K?(}Ja&1NZJ zXth1Ej|2Dh(y&D_fj$xizp@<_#;VB@OsEvur>in|ntly>=K)d{tc@Csh}uy9)dX93 z(FPOHw2-(J=mEwji*cC_fB8XOFp3Ew}uks;BZ{cUCvmg082)jVJUMB)=#{yizc07a%h`JL}P>tq#~a z3x~O~znUdfBRc?rUpgAE0!3n-hm>lwYW z)AKXztU>QnS|jKcuFATD0770sPO70sfM_kA-Vl_zr;~bRb7q(2f398&B=O8#;)@=*xNF(;sKX#!qFo3b)g6u-IHk=+*YT6;pzy?#|1FF*2#C#=|BLudl5 z?<_U=iL3IGzXsKSal-GDYYAoV0tkBV-eN9JxJe1JlZKtF&vY$=cT7M@L^5y1AS>(~ zetv(48PpMZTwZk3onJNb)*=$9l%9G^r&%?~wl#eBvt0YYkXLcB!Yzs!8NwVMu@zDq zb(%{N8RZ(vs{qs{%EYaELjap1lT*h=jUY#wb7T$czC4;!&LvRa%r4|$<>IDsxk+=? zKMl%tPzKV=u*cTU(Rl;;B1773JgpIeue+{&P_sT4vcFVh@!DRH>>a-M1SP|g{p z&1IYs#RtnzJ``Y7mE`*4T0!Ij<-R;>hf~}wLPT1{Kkx~BZtk4}+ONy=%2ChgAI`2; zP-QcEWAhebPaljvXtu8k@WUh*0e_|X&yWEADi9U2sa9^H54IYGf4zpz3($=006r{n zrvyGfxsDm3FOqF0F6BS?Z_7R3km6%= zmtJgC>QLNY(Dhc2pf21@dlcJp#&o}P?aAggkTTfG;rwqa!mz}?205QZZ|?I=)=6+umCNS!co*-jb5j#tL4NaT zR~MS>NN=Xk^QZ~@+YT>H5Svc|)=>d{!TEvPbVe{@nfp-B;Z4m@zwebn-O7tDgB~OM z|Mfz+TW-LoMP2Vj(7oR1QbLbT@FM)|lT3WRe$QMgSci_nGQ_uyRVT{WovN(W^KR@v;4Cf6AH8I1)esz*rFc?RI) zLfpR{{iJ8?NkW#ioo?=VYELDX83!Z1%Fg*=tml`w;0RsROiZtcC5P?d?l@Jdu&6Lw z4MX0+zXR&s^o7uqgoYZ|NsSJX$)6Lqrnu`Tl<3B4mtQ+8TQ|uyZeQ|#Tofe?>C$JZ zVa((G|6IKR#0=)8UuWiJ@__stgje2K&3#r6kOO46=^c46E&c6*< z5c;rg4lv%=IA)i-d%ebutpz)+(W_PVLza%cO+^IBAy3KN^dAR};S3A$|K4`^mBey- zQ>U`!yAMZJWv6raa66pb29FKF+#Bxb?Jmj9??zP?G}i}7iEuTlJBR-cy!#BuvsLiD zXI&2Xr>$5y^P5x-_`$A|3cYo+hX9;j(dXq~8e4(|= z(7#`YX&x|y+P^%hAe4nrK3SNq*_6eoXxCGhP1!?>?vtv4N)Cf3? zq>I{wE=|_g$oX9IcDYK<;sv4HJ3`#L(*0(hoR#e~D>A1-qHbvK-Z+n^M zx2{*Fg2%J9{))V41vBwZ{*UvW%>nA-bf6X-R9tUk#=J7J6a!=&sjG$`L;(p!B8E*w zT4u`stsJ1(^!8;dJTqwH12|Rj{V$5D8Hkaatf%@D-pqfzIvK|Tnc7!-&h$gZwGlp_ z?OC>a1}k9EAuL0V=KDfA=YU})a=8Cy7azu{mdO;oCrfTfN!e>YQqF(vb(Jr4Yd{k- z6TvObW))OHM)d)4ATm=QP>d!d5Dm4U;+_TY53OMt6R6I(V2?mOv$-oebeV{*2RR2W z`=I0KW_9cyUgQ{4v0R z;`8<6;G3|n}cUQ(xG)uIoSP4E>ci(0D`eQJm);1hLdTlIWh z-vft{@wPNs=RN7gQDVomI<|r#58wj7Xlsk=x4DlttyxG*K(QQa3a)patgD7&GF&H4 zj#b!cZUPK6^GM;jJ!d&v1;M+6zA*lbSK3K~19HzVx`ups(r2-vyZ7NLC~fTN6T0+T za3=g`V-zNvQDX_IY<-RVoL+p4s`q)9{kTN?@#(JaEAm}nRHhysas~%$_U=7RT=j#l=E6igV3j} zr|$Pj`1$2JjDQUg1W=e0!2EyN?iZ)KkZjCd1vnyZwW3T*FZrfs+;ILryST^O&7~%Q z;bGv)-l2Zy9DCiB>=WVJt(W@>07(2BIF72FVo9xqQP+J_?-D8ePYF?3N&%Envj_4v6@FS^$WUOzla}Wz^S?Pz2dwc|?s>%t z$|!LDT54cc-8!*$$UoFT3X-r{GTdal`X0@h{zdldTa5@{&Wj^Gbx98vTl}wA|{v7>pc5<<3 zNA&8;erJh}AdBovom`aXb@t6XgQrk-S+vx%LAv~DUMsUgn0?_S^UHq!@SLSL7x)E6 z*+eYChGpi?K$C&3;qHYae&05Qi%WBVaJ5%`wIluARdGi~9?_RuP*8(-&%%5TOni@+ zWCWIwd7Qm+3;qvVYGDXCgp3&sEQSu+j12%p* z07$!|4IU5v_UW7`nw)OH$j2A`rE}z5{p502fvVzBy7t=kPI|RN5uEt;GN#>QQC_E( zAy4rSn%EZ~YDH}WIVb}^1?dl3Z)Yp?KsRAZ%A3S-2vXD1w>Qt0#;Z%N!Y#o^JEC|v z!o6~5^;R{vaz^o~^f(~OknqWlndM{UP2=f zCiT+8Xa?6EpkC|!Z8@R*<=uP;p3rQur82 z4LTOEVDlM*fPC+;JXI)_NP9>7kI#tjI`?NQ$hch%|3Y_EFVV;b>Y6t7nt${Cuq5vu zFxz$7dQY$v=uvb2pxE|fT;6_eLD>s1-t_u<18>7eJZb@d{Gf|m%9Fbsm}W|DNg>lu zk4gdMT&fhvlg$b-0G(mTyDRH6pSGj|X_Tw!Jttv5)iFKR^TPOJ*TH%h=iL}Y!p~6^l(XB%=x^;A#Eh9?k^pR(5 zaLJHmUxz+5rpj)bt@9;*8S3nKivI7RPCul9JlxPqAtC?r8Q^L^TUTg+Bs^x^vTYhmhfFcPQMx?Ye2o3Atp*z&tuW3PH`Qp-+L(WztPfoYe`vOo0jV?a4uH|Nf7@g4tYIkx-P;z;0vsqNW1uSpaoYX8C0tie&i{ysd|L~80>Az zVOG2c?GT=towz$5Z_cF17Zy3_fVADrG>U*j=>5w6v+HRMRpHfl_lhzA!7x2t!co5F z)jYzc69BE-*r<}_2)$ciMH z!8WX|ntNY+8DU11_~i3ESuUB_n6a<2bzP#puKk<6iq|Gi_zdY`8u3#SR#0N~5lqd+ zt8g`#n*MUGWEPagjm&rutFZc&%g4Ea?5j8cNg0C{+tBz@-N7mj0KLkk&1by}oE@3% znRkbrSpN=?=d_soBz_zDiHQ#>h1saQ08Jz&U z>aF$79uZv%I&LM0Q+;FBeXu0r$Gyx@$L0PGGExvR08;3Aw*bcYYLTlep%Ucqde36h z#$jhXySb|1KNuIZ`;ocUqj5XM)&62LR3S+B!sokWxwM$#Qt4s)_u->TGk*a^UOA2! z(UWm;e z24}dA(sQR>``KIG0TI*=-}8FOAkV;BH|q0V+_6b+{NNzGxi5S9TcTZaNx>gY#`+7nW&{3H3A5rY`f$&Yax1H(w}k3Z zONlCnUUBZAwWn3dc2cCRAp;9c5-_s|z{+tN=L!6hkGBVYsaYc2?ni@OpCjQdbwNxj zW8PikTALc6l3FheAnjpZ$Y^HDLR=inb=SPj_vamRc5^YN<3%Z7M)(gI`` z`^yAR1D5?1atDkE{q#APIRM_{hrL`*Z+Q-YLn=Tx9L~b;oMS^hdI(5n1341Cb)1x; zMmj)S=ctb4e|AoAPOA>)W`^OYoL}Nn@ckf1+#1S$-SKd~TLj_raQdcUx#jAF&PN~3 z<_85v<(7peRSuXq1*|B*=N$nVM>QElMz_>zZjW&~D-OkbvJRz_&e&c5_hbnT;}mr- zgZd8kg?a5*7IEa<5OgQdo1l3w>#EVae?Xow%##E_>GLWr!gNe*^#w6So0hQYG5gx- z{hd|U5TLV{nWF@$i%x3lrV3;12WG6ka$Z5|8P^SGO$8<|NeP9Rf1odctx6b}ywQV&_ts~Q zgbAxjHO<_3>nW|4Wctk~o%2kb*ouJ<%Kehp?lvO=0Z!`hC4r~!i%9QbtM%8%uJ)9!9L?oQPU0h@h&7?Nm0F%A*E9YI} zne3VYmf>@XGLLJ@niy8XBWvqXlBwH30o3i7WCXv)f8V%0c6rvXBOSg>W7ICi_QxVh zREtCcUP0yOWW8Te?W_D}cwo9{%;X~wkvBGfyp6BB#?NNy|7LHvJmlfgz!4CknLyw9 z%B~u@s}t!J@$zS5QMnW#8IS0i!=(ISk5(q2$OlCY3(qbKurUHh!u`SuYhGJeK5nC& z^|3`bP%|BARcnyU*+SBxo>!M7e{<^ zYo8H&%y<@W466stZ4l7!Eo4Nd^7jVlCm=mL01(!f9fORr*_26dJy|xN z0sMEQqhS7WdhAB=sWFCMCJ%bwRjy~v+ERaRD+AUMV6!ro+OuKqtVO|}PQq-n3S^?zQ+RY6fE_GX(#!Z;FM&4!f{49+eJ*OMiYy3=N5q}&%oydjQt6+#~>)NE0Gz=|W zGIV!HgCI%_4MRzHcS$25U5cP02n+}e-CY7A-6hi9@SVBu^?rX~=FFab_FC(yeZU4x z@&8bDg!mLHP7T{E6Q4C{-3Qn|!_8FO9EjH;PZ4d!1|GV={zKX9{G?+xdwR}q1n3p1 ziqZxw-V5FosF0e_fuOzDu5d;Z|KfKl*!1qSX|C}nk-vN7NmWv=?`9TP8Q4&%Yf74kP%(-=CVqd||BWng4qR#1HtR zBX0CU7bpthHrS)9&;4`H_WKvB)hI8S%}8d%n5c;sXp2tZf<7=yw0T3YIRkSt7252<+=05!q~wz21Ziqv*r! zN%+4Fg{b@b^o4a-*mDgB{LE&0pW4Hu!5dNzw*CEdOf+IS@@l6oWW67o!yn>?el=sk z<`6^McH^2cSmFP_g$Qfxdvrd1*U_4mc6LTc}WUU z9}xUvH85yq*9P8rxv%#nFB^9&K^p^RY%yx3_@}Z=CVn*t`K@dgZjghXqhfc&*Mz0T zqoj2p$U|0Qy=9jq>f&_7eH-3`ez4j;M|vdZsr|8G*0EP1e3CtlZCcCt~0vs0CHly zi5vS`2gT?FATYgt3C7Nm;9Rezeob>43@9?5j(rop5bwp9o|zgB!#7vbN>i=3rXt4t zgEN~bSfC%;e9#y{@6xt=wyEjmMA`hh+Wq7!N3IR1E>Dqr(BRtm-`cZ^fRxoPqIUWa zG&Z6VKLJjB))rt6^SU}d)vI1$3QyZxi{ThP8hz}6T0r2rF<4SMteH<`>8D}5_R>!W z1pp{rLgNtd!|o^_{Zt09eEGd!u}bSq27Kj~0&b)b1NCmE%I7*q<|Iz^4lv_#8Lz z>Y|}_31zHVpM?G%G*L3jMoI*8Bz3;ap%_DeBHH=-bes5}V>E*mXl8_^{mm<{JjTCf zBkxz?5gUox#yD!}Jvk5^+)FYOWTLB_mwmmW=<+6S_lSa1$b!t7SGY;Kzeyabav0Ah z81J1Mg&2b4^>YvNmH?LRWPxQPmyHvyODHa2zWs}mH@>Z<><(=L+7_1W5#kv-9c|jm z_w#mn8`*jw){(+^?!WRACRyo3%+{~)-EQ(}b-CaY>l>jpi@>H? zaxF+#?KuYCic9C)1-D8yU}YNK{TiwO|cp0+?D`k?j$>B_u}Z=Z-yuH ziqraLtj@+So&@x^Jlo9H(AjL!{M^`E=;2XeV0+LyW?j`RESE?vxrx0XaW)CABlyYz z$8gOjoP#@A@ge=KI8QNmf!;Yw>!V^8jkp(le9wJzh!>DmM+_>z1WNE=>P0V?J2Xd* z>cjVa3F|CU71ZI{W^5uN&+w4y;J~1yoOvP&l`ygalH=dMT6MI;cOM5OLlhx3!FlnBRrZFPJD(Y2f+&;u}AQw{Z=f3>e;`VeQZGXe2kQ%n8(^?DN=Y&{+6s6-pKO5{>47 zhP|qOpR(dAh!TBH9Bx%GSxYHfQ`wX^wP$i!tc28j(6~(SmE-CQI-nq{O4!`T+@|vR!mp({w5@}n;&+T3M>!0 z7uxx;7AYJ0bkf(Gex|Ydjq(N8UR-e8ZRQZ0Q2g<#8vj=E7j&dJwtbk8zDpgHlDh%a zjCS`I5BE!gZ*_itvIT&uJxk(*5f;Y&=f?JRdXar;K>t?%SlE&b4p7uv4}T7F-%(+L z%QE4w&e)RMI)pF3eTd7$L6zDo{LZt8o7XyK#gNs+FcX$=gQ?Hk7ecS9R9#_{VCJ()1JEe&29WOciGxJGLC>kWt;-(@8hKbPh;r-wC#xr!N*p=o4Odv0cpue4JoYXA*VISTP5Jbj$CF;#J4{$Eg6s-3IP$s zKa)mRhkT-qmKekg;L|^;oskO)5J+5{PPq?>Ix1!amdRS6c=J<=TS&#T?g{{KdHu-# zYqAnbl5t5tsS6*aa88VU9xhK>fuJ(3LL&R3xIdS> zZZq{iY5R51IvxCqrrd}>1t2}z&^b&d>IbMR8OpRzb8CChBeWWf-+_80Kw_6eO0p5j zZ}7Bgz5Ev@hGXX2p@DNsuZEVS3RbYcU8$S2EbNITV@T)8jG&z{C?8zDZ1r`b_bhJS z+TWMrbiDHZJKF*L=O8{y4#0@owTS21angM*;Y*2b2=VXI%-1BTp0Q`GE0_(gqiGSb zn5=z+rZx-68wBwKP4Zyz?jK|=O%c=+^y@zCB|;zM-oeocRXeeeqybbvS9_(MMv*F7 z0l!bE8a2E^GPJ2|iHc1rF}?1|j#skf)Y`>*~5 z%sq?3!+pX`$B4y_glK$xWzjhUrm`;z4sOXlzNn9jXX0jOjOj~FM;oKb}wvES22HdW}Jo}6_>7a*zqS4s2zHqH7w54Hw`=G{6L49j{qfy z7MrtfOrecUm=h*}Qof!Btz8^q>O8_N((FD=@=gdGS@iR8Cgnv@t5?qE?T5G2oYJu2 zb3xfxml4G#ADuW;%=_LD`airt0{o>VHBlKp8?Wl6SF-?m21{noFL6Vud~0=$dd4qF z@Ucsb$6O2D&!%gI^?&n88_(4bq>Zt*FqnQ#cl6|v?c8*B+kYA-w9nfbWcB6B%`QOk z|KUHFq~ol>1mJc#0sJ}BO%L}s<(_-9lc&2g6Z&QR?OQN2#sOF&Y6lK15SUfPSB4dU zw%p7eATJxIfFfvYl5`&H_)|SS3}_#`gXYjaFJmtYyRi;V2?QVF_XPU_gPK#L7#_>@ zCMqcN#DR8V3KCgj7p233maHs)hYsM87rArR@h7%rgF^OVirn)KCbwSsGn84kRj$Q( z0x;_nst*_6Yq%J(!h~EU)`q`2dU7`#DSPcpI{>W9pDNPIxmT*2WeZmORXD`gA|q*~ z^p{?nei_AVltn^L{UBDU&YJ?xVDOtX_~WgHfJ&vBQl`xPCtbqir9z}HIxQ0Ix26?! zI_l5*kn^zSjb~?$3Sl>i+>76P)9ivrP5it3NB(}VY0(It<&gr*juGcLUcvN+HAry$p8;2{MBVq~Uiab#XVZzbd>dR9I)TnN} z5m@12s|;gngF2@@GzqKaD~Z*dUU;hf%y-*VTY$-{|6Le21Q_j{oSM&mEt8J@Fk`0M z(-9lQE1QEYJr@}bl4LCrys@ht^dCTCJGKDedX0Dn_{2tjerr$$2b%|g;cteHejP3_ zq1`C!ba0GHD%=OS?c7p)eJg+id1PCSt)Fl>OplYN@VX`M@T8w9>tnJ?9+*ZzU? zzoPRda$f*6o^c3^4u^uTi*MA?$XAd7?V6bxgXGKa=Dt2(lxm1|7^M4TLZ$gpoINQy za3>!Vu3Mg&wTCNgeR#q@^m6ogU_FBEy2!4$T7og9d`}w)VE(Wy{4)0uZLblB3{(^v z2U;3DEGvAdk*Loh!E6|s{QIkcrq za{qfKwEW>j|4^3_QaI`$IlK41i)O3T3pSDow|wR1+0W*WM=kWZ?#Tv7X2*-gNMriL z-NxXvU5LR>nB1ds_=$@6nRb107d9Z5_o;*uFDoalBW!+R-ut`2wpQ2uDT`?Kc(GA#+9!44ZYl!)b@NXZ{h0127?^pp7Z%834}d~Om9g-5DloqL>UL>X zGBmv~>t<5&QsVgPCOI0-9rhN&R>UC_y0PuW!83?lyZvyx4}V1XV0lYlaH4bY+=b!e z2ZSoeaGK`g6lr3CYn7n5E$kM=@tqyJ10^|wT%hny2u{UcSW=eQ< zL|t{Q{Fzu+f1yDm5i~`Bh^gkvJOTuFu6y6=7O@wT^8t^mD1EcvncY@m$JRf(d)9oP zju#%tPt;{h zPjy0BF{e1hHI$F%ERWmAiJdOiP)CGzh54i5-0|XQLG{vp*6#==56DRq|raHVwaB~x*S`gitQl7K^!7hw!g zyNfb2sdLJ6=McS^cOPc|oD1D=JdmpPb>CDDirG6hKb*&PD)pKDdYYxo*RC|J`bm|J z{k!}=T?*mHR(mP%w>AcJnwIHHdpTN;7OaTVQXZijzr^}soFQmRp)#RWFOC+pfH%BV zg;Xm-w_K`wLU*4>I@mlq?pBjk>M}vvLFmWs9hY=ntz39_?ZMEQEKAB87x;5jg_tXvF@IhE|7P{w#Wrd-v!k*?b`+ zf?!B}aZ@ggJ{%plQH{iW#lSXx_hJ7_<9_}hN%7+M&oLDvQVkOXbO!50TX#Lok}jVO zuIy7<^LBIfFq)3I^u)eSPxbgapi8LdA}H}u>4&Dlgy$@TvyOEOpe9Di0FYiXVC1W> z1#ra+YA5DK?*p%^hR!V@PQ_U2J8jKR?82ce<*Lx)RIJiwQVj-SxYBe33qOWz7;U2I zO6~qf4~oY5E7P|o?+8L56|meuo}l_1iRndFk+fy8vc$F%b%^FH7Dq<(ox`$F7^Z>) z@#739qWCaFoS?-Ce(?Gsa<9&Z50R8|SgjTj>h!2;C*}hKd;3jT*!cS?qjY|y@~dC6PAo4+-P+948`74?0Upt>oG;|oNL_A zn)x;OE}?TjwE;QNKxf0_>&irHA{Af0RxL`z?3#>C6A&a8i|4N?%3L42;{K zMw5R${nnS@qIU8Q80MGi$oJ87=hx-%mVsV!y-XyeU>A_$@(yDRdH>=ECnBIjz^C%X zx;=n{$5zpLSWRj?&Xy;=7fRzaBS2?7qkiPsC@FtUwrb4V9r#~MKL9zu~VIi znC}rb8L=0W^0TN$8KZ&fmoJhby0!Kl-r@}^RPZXoPEop< zwJ&8E+7(u@^>b1XhUU8LWTIp|h>*GQ}f3^s)yhDII z=}*}>q@fyJ5JUvLf1xoa`%V*o1XUQQT`k~W*SeM|l5xwxkbIcs{nf$|*M?!PLRz0c zm^Yf1&Mm(`ES>^jWjtk*GNwn@Y<55QGh|}pkQ2WOq`#xvra4kVl$<_+;nVN-XE_*aAb?S$l!g?Mxj z4syAYv`7LC=`q7AxkduuoI-IO3QPJ^ANj`_R0mcU2en~HL@Yx=e7g;1N6o#7Q|PG50`i5*~yvhGQsve6LRE?TBRfc6q?ZovOFPw^*}F{2+T`EYKt6Xyx}Pe{AL z?T;<~`8Lf@_+^t?=JBOiEpfqjmUb@>*-P%6uFX=2mzzI*^Gv?#H1exm#s$^h%s842 z*0gY85oa)$c^1sX9CoEM4$XNH4Kg!gO##~CnZ>~a)-%gzVam|469ZITm-Qz_U-0%( z#^!$&TmQ(#b?S|~$?m3BNI7(G1}qm&=D*1r=rPIcch)3rn2WVJyvggt=FsU~iR-Tq zt;3C}SD687PUBGh4$C_wFM!r9>~a+k%A=rdRuNbVb5E@97q_?% zD;&fNI=sDk8V8Rr>^S%+h1$1|<#QS+#yE?N9h~ z3+$h@8(3Zs&}{zH#m$IeTCeUeHMY(QtrkWb6?j~f+9eI2>q>LNX^CuB{9HEeRKBfk zr7$8_El9L>^o4X5(!{~ehy~42=U6w^$lzo(g~%^0I5rr*Bf;*`jxApX^}xqmPhaXq zV;oIqw!uSk9^)J^=S(!V!l-&Quod3)A*CiN?ZU6f8eO`JF}&I4RS6cruRE6)0j~Rh z768A*Cz5}-9I%IzymNZo|5+dz`DD&QKhFie}>7zbC4uUgIWX2ZZjCiKtJ)uecwbid}SKp~xx;8o_lN8>O;duG<6}c#Vi3- ztKl}3Z}9h4DP;Kp)YM(`!gj-liJl}bQDrO_WWlqt`;a61R$?n?8?{uXa}8`$?SFFI8Po^p16ej z2Nsbo@#o1#`*TdeAO8h3FhV5(Aiy2rJohG&7t)~x8cN##;rSQ`v!qgnU(Ps_LNrWk z91BiH9bXRu=bxDu=u5h>ZgWZkR|#eXoB&Pw-$cE+kDSw7pqv(9N*`(ovUJniZRwhov9NgxSL-Id-~g0h14FZEJ~B zCX@?}1!$>i4ckb*V!kkL$5v|N3#vc!d?>*OA3A-X!eifs5HRSLAMo{KO~8j}0JV?1 z)MC*6o?Dax-ThG==*LF*0ks*~Td>4!$E&l@g>>n;pwF0~9}j??Wqm};B8)d#0sCs7 zzxWi@>lFTkSGmje_itX-a#NVa(>U9BJWEA}w2dzcISY8Q|6kst9aYOy$#Nc0?&l!& z|6pK;Tjy)JR-Xw{8B-raH_G3B1_E-_&5YY=P~($gP^_c*=awpN!LaN(TWZf%`YWvK-!s=blnf{)F-bLNfq#+YTqfKF zVxBn=vl6epEueW#h8q`Vql(iWMDn=40+~NKV!1#qxiHFah^MrfuIpu|u9VI#GFPkx|?e1QM!ECuiCwD@$pP>-=xW~ybp4rIt6VT#D;jn1)BOa5{BN8 zAFEu7AE@OemUYAYDbNk777WwSq$a6Zw~4FU<<`c%d&OzbMQV5NM!G{QZ=!g&0YrPA ziwl}_l4?)a`X2_DzlVsA0L-(!F?#@Fn1u*?F$%srYZnJ3e_oyL%ZG#rWO8UH9JJX~ zoQ~BJZYJf%8@GE}NzB`AcWp?ID!*c(VmT)j5uyT)h2VTNJSjr6Jig4Z!Kh!wa}~e1 zT(?;GpzRunVs@}EHGCxvMP77Yjut&T)7rnVo+WJ0J}u3N$_7}?;r>{8C*y!{DwHmq zEaeWz>o;ijLLErK_iwO6Is?&zA)wV$+*VZjye}-GjK4Usj@&G!`km^)WMm)RkQh-( zADOZrI#FMZ*XJ*N--5Ncyln=ocXQ}C)ugaWbFz4JXz{5h7eR#DdlBE;>d-kduIEA6 zsMN6Qxd7UFBn%0yb9E%*#fQt64IzeM zxW2T|Y9g7wdq6gdUJ)>;(U0r3BFnXVT?H6|>ng2}NUi-C9BG19=A&Ni)Z6QDRkk%A zOl&)~=cy@Dh1II8DZTfl*0$L2^g{pgoM&Qj&64Q@)VX$94bWx&D;FyCAI+B>$t(I9 zDnc}etJylUV{9oTl@*Ekx})lBIKHNwk}Bvk1OJ{P*fre&WdMmopyTqSztp~rD@MSD zcql3J<+$ayHYHHODwh6^ddKOm@>GlG&XTZbJnE>02^gLGA7q2>x`O2QFpJN$3A5r&>iN zrzMcHjBmGM&*S!uN>(!-IW+>O;^OM9&jOy57s6L-I9MoIdC2?2*CXFBHL)RM4SSy#_lW>G9Tnx|l1d$O#tkgY;*!@!l-a+Elj|LT2h)wTs?a|rIDAIg z^h5IF;Ix&KVH#17R%H)ESJqGVnI{;*7&rnQ@P+8^{oG632j5LyN=!ckw z7f~3~okv6nzObm{mD6~E7KPjF!2G!Cc|mh~OuesXpK`~Ag=axES8#GKZ}J^da%MTL z8tzukZ5s)nEoR?gh#F?O+)7w%n@vD%)W}lic|aBF$>%90Q8loBjIvgpi0sRJx@BYqC>qzE+h%5_v0l?$uaEP%~QEcFdcK1I~ zD8-q#AFSIQtjD(C8Zv1dOn3z!TCc(p4(ivflTq~OMHjrtZRolEm8dn8w{qqO0F@&$ z$(m2K|J{y&ed2C_qXK?D?>?HfmMC7n$@@QG1wpM5gXb%Iagn0GdZ0coDe}R`x;@Go zMt6&27%!|(I#RjY#t9#G9eyNY{>-jcJ*e&~OaVA_1B8Q7IfR{_K1c6*#6>oP@{yo8 zdW;7HY$n^~x8Y`o5tIoux?aByUbj=euQ)2{W)*vt4d%m`pb08G z&!gZwUx@)NFV^MwabWRc_n~YE?8^rsnGdC&(5r{x1pWNO1NWEIfAC}_Y1#4O| zWjPo;9$H$;4Y-OI91Y~3qQE?kgoU&@LS?bhMLXFiMy6BZ<|yLa_%aBzDfDntmXwp8 z?mN&|oaP+3rER@T;`pod9Ipo81@~Fo&**Pefs%nDPx1>tjAY_l?Uo_0V%P0+T6Hhb zjspQ^@1MI2Zv5vki7LUN^V9KR|6GFJjBiOi^80`@D^NH%oU_plQ;dTYjju{aC2>`K zu6M5N1q<^NDVVv5O~eza3hja%T1)>nIpucBvT0X3a=u#%j7ECMtSD}{9ipH)dA0dsPM!}~iZisi0v`8EAYBq;i*TvrysEeRAU-{nFD~V|C zzOx)GHc}^Ya^9H_tNbCg8Q)&CV*!2-c^OD9=KPWB;UjtloEs|%$XdJ|?5H;DFbG=u zJn6f{eM(iBW~{aUV03WcKoH(x^cy4E2D%m6$>ozvlL22q^|I=Fzcv~gvm@MU3jS9o zur2ElC0a{`60?VPnFbRZ)#ixr>Vid9GCo_hTh+zhP~GYbd*@0;R@@Ngj}~;Z3zB#Ds+M_=ug|vWpUA>BXI&mt zF<>-R{M5#ks-yW$a>!Nj-IrqYxjeI>E}I z9t2DdN}#XtE-cD*@^my5EXOr0+E3LN9n{v8^7aEzfZQv3&N4`MD}RLh^GT^PeQ>n$ z#~$wu`@jM8+L4*sJyA|~LL!t(cz&PXGVuD)&p&LR7IDr<8*0e}{cZqnUTy-&9uFYu z$@5`Qg1mb{619`J%L?f`MyBvF&i9(VEiEdb7l=csyl^_S zqVBaA~XCzAMGrW(^CM|xyDUHa8v=1wB?v*haNmkqEEMs|jQ)6=_Y~jjMaUIdA zC$v2o2;b{I-4$E`DXv7#;lY9z-`#r)TikrN*0q&zNSWt#pt+HG`=C#XCi;|(@9VNe9=2!>me&QvWA7R=g}3Y_}S>F;_W;=K{It zrP`J6mwj9#+csE-VyG~j=rJY2=mS5@O<@~?JK+v=a2IA5sd)tg=JhRw!xx}=vRkb_ zDcSdgIB2Hc=Dr(sZ_+sGM_llICa^ORE9~SZx^zDFvx``?qei_JRPJqrLQrzmCijNA z2fq6b=W?vd-es%zmAz4{D%L)-5!E~N3jE7}R|*2)uudVVz`IUs)V#ju!kcL* z{a&}6k06Fv8lT23j1zEoFukjm1csavDCCUzf3=)K8SYBD3JLN&WGteT1a zbe&o1hBinDGH~spL%XQ9PyB?zo+CB~a1Sa2)yU%-ItqeRRvWB_=28Rh7O@ zELp$-;2~laJkFK+D+3vxQ`};R6$z{qfJp$ZFuS>2DtxEL(oyL=OTv zECs-xo$gWm2|EejK{Xt_l6gT3lB%kChqJ5b%DG^Mjyhwcira{K>F~CC$~KVB>~dX~ zaqq&x^#VgKRs20*(W5}|R45oEC4p{LrA^QAF zDH)C>lnL^k_%IXy@~g%A)fhkOf_KD>m|JMmm3FFCa>to|G>oPb%~q3FYJ>P=8{Xq7 zvc~$L7tAMA_e;A^E%}(%{{|W%jKElZLWgP`AxCp8-LFW>^5p~97?qHT%cy4}$ig;$ z;j=bUS6r$`arnz$0%pcEC_Ovq@iGMWD2B<@!y?Lk(yvdBwKl5{6HN^xj$ob#f^=0$ z(D5?T9}Ak-AMd!{a4EBe!u7On+MYSJw4?N#lDU8zh9m{gxSfsN`OzF9!voS)&($(d z!U;gBLp9Pp4(+G#W>)PZ274*)jQL`T)OH_9e@;@b4>>od?-3+Ao8&}CsRjBx(wu2 z7{5ne(ln=Y}eeGr8x)NQAoWy;%TNrPb6rd+% zfw7HJ-y)Tln|qVT8ydv==u?Zu=YPkI87u+_XN=$+lH> zF;NWj$ONx^9$t-oXRBubI|G8E6x39DSC<($iYC$|9)XuG7Zk&jFfBVA(K5&)1{)dE z8zhF#j*=btJ(4*bQs3qfPw`(oDqO#V0U~vl1SnS}oh7VI@Y>UJ+w0sd)ND>(VXR{_ zWCWcrdj7P%$S)(Vm#57MRW=zy-rtxo7V_R1D%uzQD&wbnWQcvb13TJNGSrM@%Q0)R z2&1VE{#_4PCqagDo_|EZIovJziis8isWR;L41Tbwzfs}GqaQiAwfyStzFJ3kqGcM* z2#umQqfEMQc?t{gW%`Ypt}(wNYl%lWD$%CRP(cKZ)ba9qkdM3z!~m(C1kaS;;QautHE z@(V=EqT=3pVTaCn% zvHa@X8}&etJLVAW> zP@GS+{6+sF4c(Did$;>}q+L~g*pfsKklVL~v}7IocmstY-CdDd#o0ShxBlR(bKBiX z;ASS!B#dOg5x}0(`<=6gVF$%DdtyodVrhxxuUy(CbbqFrwRmr#af({Phi9+IP#IWL zV#&f-Y-`NNEH_^csGS}`=m?%!HY_hyfAi7selzW6jbbj2$AJuT=Su<4HBH^+qy@19 zIBKQBEuaF=8x;)?uy|v};`Ow=hL~Wk?Cp7OmKWJ-p#PKUjznUgJtZzroOi9kqMhgr zf#TIZAiV%vLR9TQbsNcEQY`OOxXj1FSxpyWnqMm84huKi0*!578;glJxGv<%Q@Jj1 zV0c{&JTR_V_}uOF#s??fRGdryV5~b>|^QMxP@MZQtj4TjtSW8Y1BDdjI zi{?XCW6L(dP@_&e=^-^e10X8#f7Zr)z%te7zyv@SfUM^?C51|#;&BHK_dBK+FQMXE z$Vs6%1^itolNaP>foxvx{f%oziYRCTrJi8dZImCC))q6JoFPPqO$Fbs+TDpsA1dFi zS1XvBiaZIsyPP{4_BPn((OSNj{Ud%KH>V+HIxK%UXPL1kHjwd3uQ5a)O&Fy%(+O>` zZr{^zJ4Q9Mgn{Bg1#Az=UqwkESaD!p`zoJIRhz!E7OuAK_Z2@S8%zerpDwh)uz7O_ z{^k8unMgYuXSXTIDfxY~k=t|zQNX!=l2%K@yBF{NJ2)M?xpj(-@q}Rc z2kS@)ak7I%qt%y^t55apAm`5WzCY>%lAB8)l}Nor>I4=)lTvW8?_Eq8-b`2(nZqml$)fA!tg}k%-%tIEpcReo-8PpG1dHKB_Prprfzz zzY6IlhUJwO;|+el!S#YFtr5L0NA$Ad@O}$KUEdXb)05DtR$q#2{o?=OlqKI&mMi{J0xy$w?^EU zj$@w$l7N-+l;y&}e84ljHJAjPV|NC)9vJgW0}wd|6RqcTrEMN}&Tp)^oZCRtH-Wa6&fp)adC3v?mPc=KOy~Dsept?z{gDzY$Tg?U(zh-@ApMl- zQ}qb69=9Ud2&*);%Dr7KKaw5BGE?RC!v@l!kMt%qJ|1UC>!;HfjxMH3Oe&#Zi@b98 z>$Dw?qRqaDm_7i;O*n~D^g@A@bYFeyPbCoFOv>1LaZ5evr}ndr zD!jD?C{bm+Ybyaf%SrZ6_#9SYIL)V*U0>Hxfw*VOd0|i3OTacobS<7gx8nRD_`&~VOZs7ED9b`&Hj%~} zh>ry@N+2}LH7vgWP1>EO@z;4>DXAcOhYBcRyV!u2Xysj0u^5*Q@oMg*1i*Q5FfAqc zv>Pbnt-iEoz-q61tAbh=)ARV(lQJnda}r-dB%vIGgg1RID~s@ml@V{&K_azhDkbSG z+jf5WwAP3BNnItnxyLyl{oIEN<=+$Dce;iusyj6W8C4^XptNxIREX0O$X-TAt%_2C zHDa{hkA^P1m(oRAuE;70v%$QW3tafzI7GGaXmu-@+omD!+sl1rn7FJNS5VWKeH|BF z8AUZ*arzFE1Fs6+u17Xi`tks7&VKK+s>*tQQUZaHO&>8J2?OgL&kFacd8=|m76xHS zN;BIvvT&_LBi8J|qi!EUKzrg8Gbj=Lbnf1Dwz_>I6{4m(UWpx(-%|73|D@!KNIDpth$+8K{xIH?nz4;S?(~EyaOvz8UUV!Hj&MrW%aC2_8XG|eTni7P*yUbl~VsA2BARwC^;;{=yy=AYV@4v4j$bC1_D(B z8RYg-Zv(M9BeWVFI=tSkK`uHImMWBgdZ>hbZV*7wG2{ z(SYYjSfp{N!=XQfZn^NMw=Tn%IZ2!DE-c-UU`a;*fhL`EiG|yC5>~rG+z1r*UoPlt z-s#vN-CcMxPRomypYUrlg-!pvcw#UU!Mh!7x>#VpN1#)p*Fok%#E%)H+XMJgc;<;4 z+Y>E6N&GrxZnT8w5CkXTL|;x;oPz zg8i^6D|Jy$Dx>|Zjg6HUeU9JqKQ8<9((XBs$J14ON&9Vm~+ zl5z~a4ZgK-|D|v9Psk1;7FMI^0+1?O@wb!R_E0$sy!vE0QVL*hM(-KrBHQ1#KWg9G z`hka9H~kBjLc~9OFiu^@;Ae^~3sLRqOwcAZ>ON}|Eo^w%ctD+reu+kEa~woenNmWh zS^Vr%#!jPlR{2^+BMll@DfiXGE%M~zVSmp8eV$;neR$+Vb>ODRR6I27lJ!e^H+dt0 z6q-B?f>W2U=JP}2)Y8+Z#Pn`~hF}iu6pA(UC`%c$g^?Jmc=Z`%KI#5=Z)Ik%f_n)l zF~br*=5PMF$UZ;eFPI`Q3US+8%P~wt_{x&cy1_JkH9S}6tClc@KCU3BS-#wevl=rCh$TA|E z=Li~cCSx1}Y#eiX83M`k!BYmw@rO$WZx?U_zEkjbgeZetZp)2~`m6prn~u!J6xkTP z#6AC5Hh65W8eHrzgnJiZz!Gk-e(fXyNy_4(k_ZdD{S+7LDqzNMU!L?~s#STYolb+= zH0B_Ymf;4qQMVMy`*9z!Fa(@pe(LIYE<}ti7lB)cCZBrn`OR;Z@tfXJJdY*f*M}(` zT|E)9bjBX5GDfhptp3$RQfwR-pIirXP)Ej3j4?GH$ffY*y@;9LT`p==CYe(lsHJsXSCk=t!vP2_aaouY_0ma)M+G@H|w45xGO9*h5cbK z=NXwO$1ST4$Ikb(-Dlo(JSA-uUbqjkKG&^rJ)Ropz$GfQO)9~>Gg43me<1=)@aq^y zHeopH>|?|Ao{&H9Qy8aka41o**D7)w+PxXnf9v&t;*nglJpKUfuWsYdq+G+L$!I7T zyjl4*g_+SWagB1TPKv@A=_9Im41lH^I{eo2g26}99TwLTLw7_c%8}P-oLIG!n602< zwR@85`_l8Lt57a@ROJ)*;0Oy`@q%C&N(Q>*^0QG3H2a1lOy!l>v&_7=1e;_d>{G8< zgh_hPUq&g8GV4EwydV%Tq|IPPsiDBY{AoEBddQN4cW3lB;*a4;*SYQIJZn7K5z|V# z+WJcnr@{KX%4Ip?c9zEdhCxJ9nDt_l?-4MAY!(T&(lHY>X{b-Vhb_! zZY?*hq=U3^HG&jn)=MKs2Pi}{)-012fy)N;o6Epn`wFY#*Gk=BzMd1&3$ARX;K;)# z-bF2VF07~Do`*Ybn{Pdep-(!18-Z_lj^;dG*H$ZnJXxetdeFfVaiU4u7Pm((TL86X z$x)-PUas_y`tpa@*K>Ry;|OzpVxD+^apXguc?Bv6<;>Mp)?w|q`_j-s#Dvev%s~c? z=yT^;Za-0cHzh1uP+|g}5N#dbw)d1PDO+KN449j`EnkbW@VvWVbU`+?_0qibw`__H zzh_9w7Kj*wV1~89;%^uvR3G$r76K{rsznaKwLBdWjWEwp8Ap%?+UkjLrak-<4zJgL z0S4MJO$ZAP;6yM+&iUa?MVOl)X#Xqom8Rt6Kk;PQ_T{{^!MCuJx%)q*6-FO&i8Uq0 ztoZfeF6O}BPOt^!qj~CUx;#VNoD;5>&4RG40Ldz`IONc_j$=Xt404BvmqGkm zl|IpGI(lSmMKXWDU)>q1VB==n!`}m`Fj~?aV%&m4@-XIkR!4|+8On^d&BA&((aGNW z4atf=>lQ4pfiKP4^vp61x{{Q+Xp1ep3R!rRnD%~=R#Lo@1(O^m8^Ybec0C8jF9bo* zI^)j8o=scM)^3?}Y~|Qo^Oa?x}dvHy!etp01oA3xtFt7PJCz`-|Ip5fJ)Y z<7edlF4AU3ClxmG)W{9wPYSn$j4hhz=Hvr=_`z#H5ZZx}1AOF=*-28wHP~E)E(o3M zi^sA?UuK^_Kj+im())lN7phojwr&7yh>xIYIs9dN(&s7~r!VDgjVZM!U2@I>y63#O?duWaMAK3>R+|C>p*+D@6k z(f2m!l+hiC9T%700j@#nHS*u9X%`<4_ssSPz4b<1&VvZ82h`|%h}(65R0U`PRX;E( z5eG2jf7(~XH5&MS;!A0U6?{HpW4spD1s$=Eb_!$W zAN$#T?(KyH?PyC;{XvIHk3wY6QhHQTI+ZoCM847WnqGGc7Z>HXsCd>ZUEv|+Fqa-T zr9+kuwvmR=>5f^=au+b01j_=+!GT~i&o5;oZ{-Q4Hj;}s94Zd1__d}d$b+i2d)mn~ zw>>b+>gko)UKHin+HPK{64y%4#G1!b>FUV!(MVO9W-Da|Ci5M#p3Ds!Z%I>C^Db}S znrLUnmi-@FZygp@+rHt_9YYP>NJ~ly(kUSz5;Am3cSys~-3Yxf$Lba)>G?w?)$#3bGJgZExuG1!-HnPD?i=*drjkBFd z_PN`(|6_CcCMp==#bnN3g?9BGcNRZP&=<1pVe%;{nicHiqfG1L+V{BQLb(jba;^^Q z*(%`kfk#Uiu(Lj=4*&fAgrw0mp;&MD0m7Tyhsj;0y{>WoOAV5%_#Z>3&cs@;EnSWn zyWzad3C@KgTF-lW5ad|LVLd_{|*ek;yVTrS2IaGasV*2Os&K|Qm)3wySHTyz5r818J zla4apx}cgcaE_+@m>@z%YkX$mB^^S%L!Ffu*fyPm%i|(xuuddr7UK-&cY2$SeX(Rp zlXpTyjBm8hilO}RI{IM8^!q@;*;LLugir;KLbJK3BGHGrE!ugIyzhsrj$7!xkd;>X z)*21zRd^_%R)TuAz|4Dd!fXOkO=dD_EZt_*SnEXAjLD0vI3nm1AU>Xk^Q_SK9R=kU zZ=V)oUd77}xVf}b^b^~6eSp$uxam-0PLo+i_N9b)5L!%TU4g6Tj(jU_419+`r1IAqQvw(q)uk&% z7>A_%(2*q(#!VXiMotYPjAe_BVsZ?pR9_l**`&p*4(li8f3T*{_0%wq^Onq8i+=>x zhjUt!Do|gv}$XTrmE6tf+M`g^0=0(l-)#^3|t=UtSuMl(%J34YuLLwqK0xT>1+!f zwOJlNyguimBS+MBhDU3#;r#I5sp7|?dd9U(`Y<@c>@gOKN9;Y|Q-Sn1pWkN&+aGHK z{Ul$!Iz8;&W7!q0a>HWaG`tan!T_c8wEIph=csMW7N^enaV z%~?t$-*?*J3TyaVk}(tzPxy*l1X+gR;$3 z>OJzVOq|1!3%i(QzBu&m^bR|HDqN;5Yc9|ZX5k8{huMtEWgnqWQxnh;{4xA}NYRZT z9#qwPyynnhKHLR$9)GG*l!;PzRPMC^=z6~wRff=*B2R={BD2PaR9%yd;fDl)%z6Ot(Q2P;n6^Tf@% z%W*Eu1vPx-Gs0nX1hZM6zlEzkkd30AANbtYH@MF zz2sEpcqZMM#WQ|tAxPlyiF8+iG4*|uw03)fm%eo*E_%6Yqf#7q(dhT4C)D(&H=-7T z+&=ziJw%om%wGMHYYU3cM)q9DgbnKA(>}9E%r{92HS>U!^!n05L7WDLkC+j^9oTLD;WMbJ{Necc;d~vX@XJ` z^kjhuREb%l{vf%b*d_g>^GT1E^@pVRzh7qpu+y<+`t||fnJ7#NaSQv()*s>uU%>*@ z$V(VN?SiI>Q}kR+2?IJ1R5n9y+(t@)=gv+Z{-BcJrvcOQh-ZGGYM&eEWvV_9iUFume&vy&FaqWn z7{Lqqs~Qii%HeV}Oz#=nUKNR@hxX7%=akf-3Awinyy0;23?5z@IJmz2rO~(|6MtB$ zE3xtJDi}}44{)8Q;A`U>VXT9+>jtEmXlxj(Wl7RyKRJe<4++m{Gr!H_Un43HZ-=cd zFF|(5?PKFDVk6#k^_GnVf9_2vK`|hZC@>%(v;MR4%i_l7oX{Zcvqc1ok76)Y3IT1iE&Ouqpt6(zm_CL$ck#9{wNu1j?=d776 zQ1UmOX9Y`zE>>k?)zz%}6-hmi#qC5mkhNArirEgkF@zz>+Jjc-|0M;XuubZBa9HVoC7N;)> zryL6>#S8Xr_?_tV-c=MzHZ~eFzrSzO$-~x90Uh2LGLBG^ma4NzL-hU5SA?9>Cy`4} zvk393*Q>9iak|6fwMV_DzfgfLRCQ<}{5P0EtCtT((h7Dip3UPOJs~ITd`2r^j`Y~W zbwaD9?uAowdXIW{q4D6k1X;6fiN7{V#LT}>c?<2H$szDxAerE0*uNh#Ev9u4{>(H+ zZB}pUc_hQH@^98a@lQWT@h08;W$uEnoI|X8T=}sFg$bYgiN$ryJuTGcA6Y2i)tzJd-U3hjFVRX~pS%)eCiY zEZwq5^H(gBsQxydnrkZBZ0XeaAD^lg>yNleyAwYypGC=jme+09!t@e`VRfsC-Lal9 z^?o=&ACkd?qjua%HYfX91CrS{o=ow0zP6&`D|J?okNY<5y*983zaB|s-P=2=jv1x6 zij%gsC@#$iskBI7){lhK%RG5tC0)*7eRsGZC?vPq@I}4rGb;SVogP%ec;_5g?!KlDVa)Y?X*{Du>-o|U%mA-56xVZLC;eON=GWn| z2l%e~g!|6GEXoZD{p-|~fYAk~1#$j1Mm;Pn;k|T!M(p-#o#r`vTFP)Eaf1~b%0AQ} zI**ux4X@YShNUmsS<6gnOmlF}pZdY*fh`5|RAbql5=+Fg-N zYZ)-a>j$zhbfTBj z+to7INS~L>`0Vx#Kr_V+)CJ-b0U=Uh_v1%2ObJKB?Dry}eq0BzVZpW~RkvT?LV+aklK6=O?K6 zL$f|;XAd8f-^-mUFDQYi48PC3gH%3{30VZyy5>Sam*cWL++TFia^(r?Low;b8L~}e z*NMT>`{)?#v*gE^?sBrsay9Ppf*udou7^4*?sq4$cSoWbe0a?*o^mUM$AxuoK5w?m zZw(R@M!>_x;ro@r9*jQ_0W{$OfMxxb%t^m$xWKK|R}z=Ei(^bN{b&l?;~-#8y4z+8 z8-TuF_@^&eyJ-hAI7-Ch;W?vv5(VF3(0V>QyyKkbs33$amu(B{bCk_=^(=f+q|M`c1=$zZ1{F z))PMb5S19*L7UsWNVGyte3^Q_=wa+scEB zv5f08-qOjp?1_1AE0n5er9guwl(t+HMrCu+{!3Gv&B$x@*wrrFi4{YE+MO0?jg^->kvlPl>k-RHNHaH++Hon7{lvPPpdo zBB3Uo!Fae{YXF{at`>I^Nq!j-fSxrU;_s3ISXSMi`tbJ5(06zYi;zcR@>7uEQVnj# z{~B9vO+x9spRW-A4NYxUR$AS-hF|UxuAf*j)3bzsQrPATU>af4$*X`Fj=Y{=HC- zr$0o9QCtRy-XeIj44(wTpyuuP_^ARRX?H2+?CftjJ*W1o$R-Ur7EdA%l)J{3%z9$H z+2d%J056~Rbhiu3}2X2fak$BQQwuj0cowpQIxwb_e6`6K@rc zcD()&kC-z5(-=10ua`35O`t^rL+;Y<+CfnWVsep_ni*)_2DT!;$yZmEC?dS zZXKUzw>y!AQoLJDqpci)pcM!)2CUkujU~bTVfF&!2&!EFE~F~-0XTelQ;|JwS(75> z@7ksi%0@W`a5YTcu%)0KB7xWUe3)ck*mEWKTloF-LUOD@UlrxEU%HXa_lC-^i=>0M z;QIdi%sPOZ@jm;r+Rejp3;9C}TH2kV_kS)>TVE== zc2tP|tO|dTbQ+k!IFc&OGjIV#FO#XPFNm6HGaL zxuu^anLTZej!eE_utb>&vIlDV1`9$d1R2GkQK5lj5QH`1(YH|?*0Ke7n81F@1QDZg zmlqulgCc0{nIUedB?UQG!o1BN3nT+c!Z`@DpDJ%668T*;<97r>o<0u^iD z-DR+jxQ>6?MkR}rur3aJ*PB?8`4@=T<+&V6;ca003NUW6LE`2S@ZY5Af>C`Ec1VJ!PeP~BwlxSdYL}|>U8zIFJml&TLIssB^n^QE&q5|{e%w4h;$2?-Rqzepi zs&K?EC}Vc>1SkjW@27Y_FRLx|$3xol6&=s4!9bYXQD->UP0)o(HD@2C4`#nc=h4v< z0O-36Ik@qR+aaH_?P>O!?%P~gl1QZwCN8zVd~(OaPX@QGe@W7gs1M<3HvM12uE#WQ z0nC$UPtGzLQx;$EJoE%?8yiCVbp;3F_IO;m3uby2Le-$oKfR2tyTe04yto=s8m2e- zvh{G?4yWW+drXm5G9Eqhz;l{_ZSkJ_TfuVC7-shH>fLagouY$+Vn&v%-~PPAIyoqu zsvfy}2VUtaj}23pYd}AOW7k0M5VJ%!LcQTxglJq9m6nntX#Cq)l6t}3&4DX)_W-MM z(qE$kfW~l+aAX?KI&g^BlY+m`^8@V9yeg~S6S#_7K?zz(_!i&}EpZ+v?pDZrG9uxc zSbntepf5*B<%4P6E%s{7$nP|MxRB7&GHLfYOr0t_ zGTM-@jhV-c0|vj)O`Hs(0YsMu)H-3r*B+q52pE1c)_$2GWl!NunBm7vU{y4Jj+XsRN|AA{0ibW~;NdD-fLK%b zUQX$=@wx(*@XpoVNe7bUq8Pe8Mkl>f#mH<@$UQ6i{Y)Z!*~1Z zG(dA>mxPQ0oc|*&m1>K4{QUC5c5C8;ZEq4ipLp63+k2H{p9k~m-8ek8{PlN#3Tl6Q z0_f&@hO9FC%{a^OGm3ap7ZP%|HV^G<@fS?1@*PW5S>P`0K6nfOJer?!qQt(+}MBJbZ7<3FLl7-Xpx&U^&^U=v|-Vfo#= zlzz`j_gmpz4=2Y{TGnFBT-J$=s9sh1ZH;rcB7nvlz?2?hpM;WxdIa zu0xAD0$7HiUbVjo853-4OXi_{4GYMIe6sayapA20s? zFtUdVD|`OHJtKRK9F*p?cGUr4Q)m^qeEyDhM@U}{?F~rXec9AQVOot(T-3nu)Leq& zA;smZwYF`Q@|S2?eIZ4-^Jbip8b0yjOCI9_OzfpXG4YhaFzYzx8PU1bQr&hnp9=*AmZY}qha+!xO z7j|P;22B*ZdWE^2VX9NKyJ(a--8SyskUGbw#bWGy;_sVD^Ukc^b+k|vU%je#-E62) z71kHi8hpw828Jb{GZ1|7B7H5>GoPsIk~V^}fk2>s9}MDDLD>QP+eH8uP~u?g%C7S& z@d1nnZ`2yS4?azrJQmeqSUySK0N0g#*AHBr4r*w;fA`^%7XNzJP=Q+(t%l2dwb~{6 zNpL_A>1q7$p3FpfjgpbT89c9>*+@|7->{NUG!eZJlKEJ_{pBl!b^6bPY>4j3f#d-% z#3#jxsW!xO<;-@y<4UESENGPN=`tDE7DJcoMku!i_np;F7EpWx6blQBg$Q&vM=f!t zJWaw)lIO#4iS=_^VsgFguSj&uRsL;^A@>;YAl7e8V7rs(!)W9xk?mwjY7Kde!`X>< zQF=?C`=)~#Qw8+!;xPU=G$RqP^4fiRMaJ6hg4?Y?Bdph5vTF8dId!c!q$pE2#%e>!ipghh`=cfO2%&h(fz~zrWPBYy^RrG$TFN&XDa~kt6Snr7dhSl`YdnJze+F6OqcCMQ zT)+KhdtlEJ`dU%{{`zS&uVjpK*%Uw}p^9y!ZB)h=-Sx3zbJ3%$p+|6ItxobmRsSBX z1}M2z?{&QBm>OBVDho$@E-v%ZXL=LO8=YL6iS6+Y z6E;;B9L7ZPx41r1EIrF%3_tl~p5&^{V3w)>lxNOE`)@>ArzHU}Mehadka@?>P|Z4R z%|?C7>GZDVnh=tRVA+(hG|ld2tUkr?$eQVz?_B=QtpH@&M$Y^?>zm2M5c4qzg+&

X8X*1Fa=&pi+IG z>p;^s-V4^*KJpY`Nf%J)WMCKIp{0||A#LyLj3;I+ZdiqhdIwlQQ?mhRRv1>+Iix9t zb$}tXL-!vh%AGem`Y}K~*?*mbsU_bI+$`68g)mtJ$!eS3-?7zc(#R{5@@CKK*8ari zo#i8orEqpP66iCI-@!?rzjRIZmI$VRX3+8i2#uNDF41;p1%xYsX)MQ(s=SQdplbL9 ziz5yK(;_X_TP{vk_an36M7u~I_z9YF2IX$xEzF6EV_+feW#ee0DzmTe;17oq<|U;z7cks5fBEvJ`MKi;Z%s>e7h(DYD?ur8k;P> z;axk)k+{8k-(Q*KuV+(VJ2eaIq{KowuR*-SfIqQW*ATj)S-)(%C2H{sr=CpHNqXrf zpc1Sn9Vc%{jhAyVx5;m{sJldp-2r>g%*wQc~ISDdsP0eql}ktYZ8kHDa)5 z+)t2d)Kbvnz9{+aekUV!#Vw0=uPfU3L$0RuS+$QstRjX~FcgBH7Yc|HRL8$aAYRxz zik3?UEF!3;xqJlG&Feud4F65_aY`X+!mStG{6kB3f5c9Zj8?!uEDxZJiN77TDhdJ2 zd?6AS8VSXQHc67V+#I?-KLt}#Nf*~GTX=OhlI10ExXb!i)^+VUo0H5g25&cev7S_g zwqb@nbb`EGmrr9{|0;d3C&(AWll>*Z+P|G&I^R1t^u^OH-yu>jT;9(}qgNj-oGcCO z;LCN4L>jye5wJbCN1m8`hIb+8)un8YQD~iQ^kv^0>0{^9n_m+`) zA3dflcCc1LXI-o;AC7XdN-gs;?h#W|prAUpCIpulD!C%hE_4cx_tRQ4AmhDneeBwN`IvMw zu^09oPYnd3P14{8B`Y1!R`GJ)cTG&@d68mMdm81kiMY^5MqWrO@NB%4<2@>oK%HUn zm;iG8QKxbP`A0T?C(0pH?fqf2Oio4X-LLxiGNbAqUbB|@dACl&j{rSuq`BnFmx0~I zX2}c1huB1P0-lHw?{fCNMgQrW!y2A~pRew&pc`q+wPMk{LP(GZ?kr5F1WQn1nfTRL zdC(Tdtv2THsOPX^cnG@--Q6DyhbsT5iny3sFmL1*oZb`WF%-*-)D^T#`K_$mH4nZh1SZfpnJV zQqXxWaH7xcWek}&s^-wlTj%RTVxpx0Imk%iIzZ7Pme#?aIt1uY1NFJ{-qU8o?w?Gz z%M#MFI08KoWeXc-!YDQAK{{?khagZNj4PBjbAD~y8zU;D zBXF5gTOkco%I70f!-+>NQ^QLbVuV2TofdYk#1<@jqRmw>yn4sKPisQf&hC8Pl4HdI z=MxYlbG2pAb!o_O=O#kQKkT!0f&J5R(%n13k3Q6mLnir+w10<~xU0fjwXI=|n>C zoVDQP&&v=&yJm@Bfg(ZQs(T2E8rv^>|K#T8RT1NJ$QQ(1ffk>!r@_+>_*m5t+>_nF zO1wc9rr~0A<5XERg~=-iv}f{#2Aez%GxYPn*6}c=5|WwbfOAo#{Tvcq>knixhZCrU z3y9D0`J0yK6_Lu8&6yvJ%)XHZ8-5ltkL)fub_Iq=46<{^g^PYF2EsWpPfQv_3_lXB*RzAo&>O zzkyD2aMz!-2kHf%KYq6#?*Ja5$EaS+bmd{`7q?B}rDk`S|7150v807Tr6dOW3hiYU7 z1|d5w!qbfhZ~PRADg*v$d)dEzA1LQk?0NPLC_Z6%{pXirY9wV#A#D?Du5$o!ZXKYq zKuwLY(>-S%x^#lfI(zu|0<#1Z`;46w^0d!Eo`zQ_mLSi#PS4qzh1u%q$NzRLfF1tt zmtD@u%xht9^KSHG<0@XsZ`L{0hO}uMhj7-TaRz{;?YSZA*DB~|ahRm{`kC2UoTzpi zRD(^=E3gc~n@x&ed1FLBAjU%$3pCF7qra;Guz?SnP4s=tbCPJnQBNL3Zt+`;NBUl5 zp9bB|)h(RvoKP2qr9}9{AuH1{fTh%GOMjO2#o;27xEMgu7naocwrtEFQS=hu$l0)v z0F6N-@^=chFx6JHZ19~tZN1cztz)Pf14=VSv}aubyx0hfW~>i}*xht4L{9ZgMVS;s z^c9*KrfOxr{|;%lo9V73KVp@g8RG@%=l%ozN*ZQ>8-MgS0I`8@d3`l^AnHnN=A`8x zRC4lx-B9Q`cQf@@-^WJ@k~o>;pwZke3AyZK3~IH% zjGRpojN(ha%i3Qm;6QsY(_sIf$98SrF+FL&px8w46A6B56&$#9dHzs{-r{j9;4|#i zGHsaC|1^!LD$D$*58CZuE}zK~;Nx1TibR#4H1=E-5(n9R6U+9^S)Rb*{!erJ{oVQ? zn|u1ndA{l7bPhmt5NHkd|Lk9X&;$qq+~#DZkb(F5&kN!waEkfdvOyf*oA09`0cG`o z@y&=`0DwT&Vq-ntNz-8igm_Q?8Rs#|N&k(1XYj}DUGImq0n5lZ61=m?#`9*WPF|Gk zxoJ8!Aw@lcbfo7~~k*D%>)fOd6x86Q!2-5=Ga85ye4^#@s7-CHj!@IeTG zB0@o$=zq60W}vx@*NlyR@t4^Mtla7)8Y_Sk3u>YvesvD&m#I9E+4@eh*@?>&ZZM&s zoOUvoB+@HJYY&i5TG=_ow$Qom7u|p8o;TOS1_u?Z{L=q(`$X#hb9>?^r$F{5Fdxa4 z<*V*16OoKCm;`JWZ9P4{l595B_2!{g3&(r5aa?~aPake=e$<7#lLCm(asfWjHpazb zM13Zt*KXd1rLtIuofJ7>-2ci>H`F<6`$K{@^WU3<~n-u>fkN!HsZW0N`KKa!aS&l*k zq`nUCgM-H8IZhexETjD29?a+cdFNcL_0ncaNvJST(zB54>dB}7j-Hu+N6!QDIm0xW z;;LUCehfy^UlU7=58BD!?`Y6TTs2dFcdNd%?}%e_Px|?KJ$#ria{0FS1&2u7Zc2Lo z=p~y_s>UOQ%veRBXYEh_T^mW`oE7=Eu06a5+ukJfEnb_r1W&bHS6Ztq$p4vZZ3GB$ z2#3`=B)pC1v6dUAn|z<5{2#La%=J91en71sT)<*_>es3=ceH-&Otl#vcm0{{Te1 zVXJ1_dR}%Q^x-**By~dOBvND9D9zk~tL61X|L?u;_WN`Uz<0I8pWsppV|G1{5xtsM zvJd{VI{m+%B5DNSPG&&$-ayZL)Bc@M?0+kCGx#_7YFodUI+nk7eOGOreouSv3|Oc} z%Rl~S(f{{@8_4Bb`NZc4oSj-SnPbC8d9h~Aav2zfpYfjoqVnGi=|Hvz<=n~ifv9h= z)XztZ0!v6n`-`%`4@)-%PY3XkuYLT#*PibdeMjT?ht+IIV1d2dOW#E(HPDwWK+XT3 z7yb*1)M?3RoRPLx5()lQ7cAZ_HEma3U$usDvZ43i9>V)y%QVhlajT{oOF9iGvLH7s z^#6WWN--*LHP0T~jo&$+SZrniS*z0jUPJwVuXzG6BC?IIFKp3=JFQt}%l`R3DL(%@ z0q{nFlg>W~R$A94i$wq|Jqc6*EmK$lnRBZafB|$eW$c;@Fn2IUd!FN32CPIa@Zt9p z7crQd?p6HvUVr(Tc>gHaTtlvnCqJlDo&ac++%R1*vZI@Fh z>Dz#q)B$d{vv@E>)@+x%R!nV=T=m1*fvw2@`OtMl%qVLd%v7@a0Y-WcjfW%;nygIy zRxmvQ9gi4ZWzhO>!AXZPw3BOaC**+|vX%eWLcmcWCk z=p-g^_uSWdK2Xdx`s@isU=a!d?<|@ubsST_Q{EVEFpv$@yXOIJL>`gO$X&^}*WV9s zM?_5ULG$?#5DHx3oka={O22#&0^lgZNMQ$N`>0ju@cL}q=H+(>oBfvS z{pHMKo6hnG+q&E53@5@-1j3C=WNPXy6>3&1%g zP;cKe-uBhJn(T?)@zM*YMQ#R|^Z5Rb5<}1o#Ou*rGr(m--~llM8q{>dGI!yvg~mEh zel2J=L@- z&&9=Ba&OB={R`#G8$?k6-yf0htKX3&Y!nf30h-@nd%1Q+?i8+Trq6j?-Y;$4!>515 zO;Z_DS*@BrAN;0M!vB0Yr6;D#ht(1w5r2GEENy$Z++Mi{lwAHpI^1=1h;$9P=wuWs zBL2Smh#OYb7yHj`0kpOtfE&~TF6efqH1SHkT#g{NG<(it`kuW9$aT?P=e=}E)azAA zW+2Q^pOm$1#1(Y-!CA*m`C+B3dPFGTe7lHC#Q9f^pjqIN(xEDOIt7n@j$=i$s2|(Y z{)ct*t9b8XCnmlc@J}{)?<}W+>X|DSpa5avA>d^h(dDz1GUEcMa%lmGuMPkc&IbX9 zT@fUm7`PSfz=4=ZYmLVnWD!gU6t|sKN5jn|;CinvLgifsayFD1*YN?rqx9lM=GRkR zMQK$hG3Gyea|m`79UA>_FE<8`;wP#AX+w3u`TlY$Cwnw8qp0I_IUz%=ZdLH@6?^vh zTRL;6SpaQ)s2Ve$G6P1AXwW;=|8yVF>1@EGF)xMO2OaVwdl+Xt1^5Y}J`*mPmI?Re zwy?bJM6kp=!4B^|?5pj^{Pf#9QDOe4V{aAOS(hdx#dz`N6S?2TOc<4FKL{mF?y zDJsJlIn{vE?U$|b_t9hv?=C8pY&Pr9?9)mg19w+X!Ld>Hy0T4*^se7*@mdzVj=! zO*tr)r$E`$aMNK2{s?LKVJDu_tV32ZAv3U?ivf@sb+53|Mew1XaFZC!hQEia*JvLa~rE({C;5 zOKab6(bN3*8{RZo((^wIy{_ynjATIL$S;Wh?b-A&z=1^YmclWj@Kpn&j&ko;64HAO`#t`np4rPCQVOq=)??hLwh7}waRBIPtgz-%i#OYT1? z3fOlidtj;agPy%{d)om)bN0)zqCU9$SdlT>l9oqoUowV#A9bX&BNBhXkwpd`94qlg z<|z8$M`?P1^seI-Jr9%1E8|)xceyV*;}5s7ru~4W)a0i9bZfE@6;lCsO^m5Q=IS?V z9hGJD9zf#BbTmgbzp=IG9610)?+)_*4gobz%gwPm;{C9B=+Df4GUgH4cBXGkRl8khBHE<6(l&@?;7jRk93S%v%SsXV zHc8t;UJ9TpZ`7GE%?O$sXYWv*)0O)cy?5=r>&ELoDWDA3JNizZ8{0Ut_3SElryz7m z=4OT1rC>#*+_T)b{2D1awCOWH>O5lzHeG)<;|fsFJdYTK?MA%TP75SF=W{x87--Z$ zi(*TG)e^U-lMDN3h^MzjlH)C_f|9Ac4#)_SZ=&#sr{>8#5Kfr~CR03$#iq6oV}_gT z5A4`Ip-9v)IVQX;BK`UE#efRhoLnY%6Th`Yv4SPha$-XR0QJ$@_)V~uOGLmfx+Q7n zllJ`hXtK;5{N!hk9W6{Ckw#>|=%d?od&d{qk2il@GqKm;c00KQnXH@lh#!nXJr%LSD|fiR8NJ_y(7<3UJxcq~TiVFNrx4Vm zXj%I1^d?{oJ@_Oroi~FdhX(@_l^p2PdgH1tC-f&J*W`1ywH=)Ha zA2lNKGCh)G-ywnj!V_NyFlrhkaCzP3@m2p@0lva-fb2$m7vG43n$i^AYt3kpasg0< z3pv*X=k{;J7S_2*VUc}P51j#NcKLl+3lT@}VXH(7dj1?+c zV_V35#Gi0nX=$^%8fhKrjEb=p!!Fjp$~%$0_hf{fX)&42L%AK~N-8qtT6bu2!yT`U1Xv071C% zj>DU0I$&m+>IE#2wX4(ffsjH9*V?1$zQSEq6)#o|wyNsRtVb`BFpk2p(_hu_a1xw= ztpnXS8%q}61M^{mGY0Gmay0lSO)KpSz$bhaZ>%2J$o8CP_iBU_03~lMr&L~*d?oS`^`9(=< z9|l{=vmvm+#xekf(~|`89=bm>PmufVzToM+R-9wsZWd`7#5O*^ z?P@2t#LVA(sK70=vfP=kudZK-qAmE4-(ttowMyb5XX&pLBM|F=VDdfmE~(gh-nJK^ zMu-ZaTc=MVh^2pnb7Kg)aKSTU-=gn02r1Lq8y{C4+e8UQw&1@#;B0^%%0jHR8j1CYNwGJ$?F6`c#J?66N=2; zh1K+E0cE*o0w?@aq*X>A(JHW`m!5%~Cv0^23eCd5-#!#?sL@or4LRUdJp{9 z)@d_={yRfpABUo0jzfHGQS3csq-6;69-IP42wX;1a##Lp0Zvc_-RO0sSWdO0)H$7M zDfa^ndDIxRQ<5GylXV1rry>!L!inqXYln?~K#k!SFD>_oM)3t=PE1Id>ciX=RI80; z^AyW8HC#?vr=IYtt=Df9jNS8kO%KE|HysfxokY>$J9b)2!m89ht5b!~kLi^qq zyW?6^j)bS(tY3T;%7U3A8f@v_wo0f-@q0uBBYxS^S?t1(dT0wbGP((+kENpDLU(d7 zS*g9;2(5YTj((d>uSkGq-^vIU2_y?;F}>LeQ1rTxQs%zOxXfz$#d}O`+!1LvGks%l z%NG~h<%8a)IZT)gmsJ&3H77)6ZyuBH_`}~J;AMw1{w9Ty;LAdzuWwLdTbm43Ja&YD zzJA$HYxK5v(c)bbz51;7pmNC=9Cm4NI%MaDvQjQ&Rj7MPBAt2ex1m)o&TWRr_W6yu zoV-l6fL&AD1a<*7lpdcN13T+E?<`I_D7L8~!X|Ggi=O%_H@MeOehQqxQGnk=>Eq`| ze>ChEqhx~c#$F?n6o4EUewq#+jrZGp-b3rdg_~n7SQrzk&i#=7(qR-!p}BmKPHNw zXC6y!QPL1_5%?%zyL>P*Lbb|=fzO+zcUAbM0D_=-zKx{}njeKP)<;qIb|yTIkwjy0 zU$RKBNbM{~P6wUUT`>hpSL*g|kr zo}76E0p$b&+DcLRMeU)^e6_Cq3;mjmT1hy~W5o&I`aoE(itHTI9-3oOrcz@;t|;(D z^(AXbwhjaiGwtn>(P|Tv(JVzUnfjJer?`!bJ0f34KYI7DOky4SjuWQ}VepZJVnZJ>R7BsQ z+@Qw>ybnA)Wy0C1V58V+kfAm1d)zEnD5L+1`zx#6m1Y((L#8UG-fwBr>#uuNyZuHT zA?I*)66?e>nwfEeQOt9^#DzzTJc^~MGkh%bKY(>;nSgXfpEBanJ9H|yT(-)K$SG$m z+%D#WUheP%SQ%3;t`gR5wDCwNDmr8eudI}y>h!@_vLU+BJczS%z28m(u)7{19(~0! zM0gc@_kI*--{u`FDD#fvcdA!LTafIctq_Xax5*`qv>11G#j+I~P!ZV{ZX_DM9|q%U zZU`A9?m>Pq7Fg!=3F>RO#9@wSWCiz>%t-1@m1lIzd-sK^$rxjrmVJ!eG_~l$DmMbl z)P6ofu**LF6+=Aln)n(>QgX$gboQ;;mI9a`vIc2H?p)6ql+Ft?BFvRAM|6 zJ%>+n1wb!iqJVQW4inQMD{IBWeS-Bp#Y0p}G~MQ2pK3BON| zI3-S8@$IhNz6b+4TJowv0$0hgRRS)hIExq+F~~oGpGtbh*%~|Q4%^4}5MLR>+7(tA z75HmcZ&fJVQO~bP(FJNHcEV{TGA(jM4-Z3G!(6*nqBL2bS3;>A-l2LfU@J(x{1R6dIjH_=k1CJFVXMTXpkS3O^qh z#Of_O749@0yC|<_iO72ylAmo|(E_-WZ!1yccT?-A8J#xIH$tQ z*bt%gbl|wQaBOvQXT!%YAI+|Ij0sHm6PZ)a`%+&}dIXw7gG{sk- zWDY&StICgB)`_OM!gC#SACvN0|26~XBYh5y*U^t~sXkMMfF=zakpY;7^FwL~zer1r zhn!_&s6fBqvgHCRC&73-Q~N+crf7sHQ%V2pumd)9LCgFXkJ|&JrodJ%DO&hDT$$~# zZ~>AiisPK$Zc7%RO(|_I(ywA*5+Q2=Tp_CH)GZcY5VhgXZv}`Qwm?j^`qxQ76s z=WM$TlNofr!_E;i(iYkjSgP7-b1dNZp?;Jc=K zJLN!3$IU3eF`w;u0X-LT6X=VXZ-0o9N{?rYWq)kT`Z1S)i=o{-@d1>H`liyK5fOQp zHS?7g(h6DI9UF^|NgFGKCg2;E%&f?nuZaza{G?sVSkHug#@A#&g5L;M?m)h`=~YnacCC7JQWV4W3?9}W+URE z@;n2T0F{*D!rS6bEJNu-oo=+4@A=N&WueHr%W6MpOXs`0i(9Qtd?>c`H^Us5s`~=# z4QLTA71Kc0JmNlUftvhT)=TQ{Vr`@wie?14f2jzLvTv7jRXFW%Xr$HN~zoX zy#+zX7iv^k%L5_icnT>P7?UwDQk?``<#CqJB`|UfbWu5sYjV`D}E7|(ndHN)#K2R6RCOr3FwrmpnD9*rsaJiYETc-7FNB-kPwQ7}d zQ~Unu3%N$mx7teHR;w4g2kn;Yf{^?3sp&Lt3{dd13jNw)NSOJo;Ifki2vNhNUqr_ z`I1MSU-Ovi`LBND588qb+cyE)rl&|S;9PQ*>ilM+Gp}?}PfCaif7aRNrP%GSSxhF$ z7B&pqo*r*kR_p)*Lc*V-HFQH6)U;vmn};$sm^mcdtfLcl_b1LgCbbw?o|nlh7%y5D`+|xDm24{NJeoa|5vHGfg+8vgvv+f^;a}&%2vJZHapq7^#$x_|{u#t3 z>0n*4e}Wjz?(gq!u=7o7x~rqts>-z0`U){MT@1tyEhMc)y;A)nKWbqtLB|#_fk63x zwn966-4u3yxtzM=WtO~Oj&_TGz2e32PdZV0LBC24KMzmNzqji@GsNwyi3BdX3H$!B z?*G5qne*o91qTPGrll?0Q~P^c&CgFud;0sQ1Gk4yJw082`f~sI*AB-P`TPft{hzwJ zI{Y-yN#^xR4EKeBwx8%vv<`YICn>pd>N^>QNeXk<7hAp9ntlD%e$NB@>i$;QhN#cC z2Ocju@7Ao#qWAYy2KQeEuJZZ(%%5d}at`yCiSt|EvOIhE@S)VA;y3@!&Ne?i(>VRq z$;s-cU%be8`?>Dho5-1S=dQg!KVa^v?;jr@KYiqgi)HDnkiVaSi_E_kGyGEo86tnU zOw4Ux_4jo$mPJd}tX(@5ICwqv=g*&;cI}Fa_6qv=&oHO{*O!&R(=yfiX13p+Q@HhS8$X;}g1 zm`(zhr%eSmZKiln*P9A7W;$^H$hClZ2DR_*>@52D=;)^(A0OY!Gcq?1kM{kvIq&YS z(8E>?(VVv#YSk82)YkreA6};Na>-hi_o`FUPw%gh<-Aj=zrLpa-@V#-;rq^2gT27u zpnS-Tfx$#6hZ#R}lWxxcPp{wG^WLm{YRtfpkiM<;?R~pHA1@!6`~8z71H%U6+aQBB qn78CIFl4ygU}I=-qlCF=iaq1xeYbxLr&m=n0D-5gpUXO@geCx8^J%~U literal 0 HcmV?d00001 diff --git a/main.tex b/main.tex index 1336d63..214a619 100644 --- a/main.tex +++ b/main.tex @@ -71,7 +71,7 @@ \title{ \begin{center} \huge{Jupyter Notebook User Document} \\ -\huge{Progessional Communications}\\ +\huge{Professional Communications}\\ \newline \huge{Team: Dolphins}\\ \end{center} @@ -111,8 +111,11 @@ \section{Introduction} +This document goes over the basic installation and usage of Jupyter Lab for personal development. +In the advanced usage section we go over how to use Jupyter\index{jupyter} on a remote server. + Jupyter \index{jupyter} is an open-source web-based notebook tool that you can use as your development environment. -A coding notebook enables you to intermix markdown and code blocks that you can execute in a single document. This is heavily used in education and research fields because it makes writing reports easy and reproducible. With Jupyter you can create content that has live code, equations, visualizations and explanatory text. Jupyter is a +A coding notebook enables you to intermix markdown and code blocks that you can execute in a single document. This is heavily used in education and research fields because it makes writing reports easy and reproducible. With Jupyter you can create content that has live code, equations, visualizations and explanatory text. Jupyter Lab extends the basic Jypyter notebook functionality and provides you a full web environment to work in. Using this interface you can open terminals, manage files, and even tile multiple editors. @@ -125,20 +128,20 @@ Applications of Jupyter Jab: \item Generating graphics \end{itemize} -This document goes over the basic installation and usage of Jupyter Lab for personal development. -In the advanced usage section we go over how to use Jupyter\index{jupyter} on a remote server. - \section{Installation} Full installation instructions can be found on the Jupyter website. \footnote{\url{ https://jupyterlab.readthedocs.io/en/stable/getting_started/installation.html}} This user document goes over how to install Jupyter Lab. \subsection{Prerequisites} In order to install Jupyter Lab, you must have Python installed. Your version of Python \textbf{must be 3.3 or greater}. -As part of having Python, you will also need to have PIP. Although PIP usually comes with your Python installation, there are some exceptions on Linux where you have to install the two seperately. +As part of having Python, you will also need to have PIP. +PIP is a package manager for Python. +Although PIP usually comes with your Python installation, there are some exceptions on Linux where you have to install the two separately. Go to the Python\index{python} website\footnote{\url{ https://www.python.org/downloads/}} to download the latest version of Python. We highly recommend you take the time to install \href{https://docs.conda.io/projects/conda/en/latest/user-guide/install/}{Conda}\index{anaconda} because it will be helpful later on with some of the more advanced features of Jupyter as well as machine learning in Python. +Anaconda is a package manager for the R and Python languages aimed towards data science. You should also have either Firefox, Chrome, or Safari because these are the only browsers Jupyter\index{jupyter} is currently known to work well with. @@ -239,7 +242,6 @@ You can also insert raw text into your document, as shown below. To do this, change the drop-down menu from "Code" (or "Markdown") to "Raw", and type what you want in the cell. This is demonstrated in figure 4. - \begin{figure}[h!] \centering \includegraphics[width=15cm]{raw_text_example.png} @@ -247,18 +249,46 @@ This is demonstrated in figure 4. \label{fig:rawtextexample} \end{figure} +\newpage + +Figure 5 demonstrates the true power of Jupyter which is in its ability to produce graphs and other graphics inline. +This is useful for people doing data visualization or data science. + +\begin{figure}[h!] + \centering + \includegraphics[width=15cm]{exGraph.PNG} + \caption{Markdown Example} + \label{fig:graphingExample} +\end{figure} + +\newpage + +Figure 6 demonstrates using the markdown\index{markdown} in Jupyter. +Markdown is a Lightweight markup-language -- used to define layout and style for a document. +This enables you to add links, headers, images, and lists to your document. +Jupyter's\index{jupyter} markdown also supports embedded Latex\index{latex} math -- used to display complex mathematical equations. +If you want to learn how to use markdown, Github has excellent tutorials on markdown.\footnote{\url{https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet}} + +\begin{figure}[h!] + \centering + \includegraphics[width=15cm]{markdown.png} + \caption{Graphing Example} + \label{fig:markdownExample} +\end{figure} + + \subsection{Exporting Notebooks} -In order to export the document, click the \textbf{File} tab, mouse down to \textbf{Export Notebook As...} and then click a desired format-- Jupyter supports a lot of format types. +In order to export the document, click the \textbf{File} tab, mouse down to \textbf{Export Notebook As...} and then click a desired format-- Jupyter\index{jupyter} supports a lot of format types. The most popular export formats are PDF, Markdown\index{markdown}, and HTML. \subsection{Customization} -In general, customization of Jupyter easy.\\ +In general, customization of Jupyter is easy.\\ \\ To change the Jupyter theme, go to the "Settings" tab and drop down to Jupyter\index{jupyter} Lab Theme. This will allow you to change from light to dark mode as well as the font sizes for the code, content and UI.\\ \\ Scrolling down the rest of the settings you see many other things that can be customized.\\ \\ -Advanced settings allows you to customize many aspects of Jupyter Lab such as keyboard shortcuts, terminal settings, and a myriad of others. Figure 5 shows the configuration menu for Jupyter\index{jupyter} Lab. +Advanced settings allows you to customize many aspects of Jupyter Lab such as keyboard shortcuts, terminal settings, and a myriad of others. Figure 7 shows the configuration menu for Jupyter\index{jupyter} Lab. \begin{figure}[h!] \centering @@ -285,29 +315,30 @@ You can view a complete list of kernels can be found on Jupyter's Github wiki.\f \label{fig:multKernels} \end{figure} -Figure 6 shows an example of what your launcher would look like with multiple kernels installed. +Figure 8 shows an example of what your launcher would look like with multiple kernels installed. The most common way to install a kernel is by using the Anaconda\index{anaconda} prompt -- pip\index{pip} support is limited here. Once you start adding multiple kernels, it is best if you start running Jupyter Lab through Docker\index{docker} because it would make porting it to another computer easier. A popular Docker Jupyter lab instance with Scala, Python, and R can be found on Jupyter's Docker hub profile\footnote{\url{https://hub.docker.com/u/jupyter/}}. \subsection{Remote Connection} -If you have a firewall, Jupyter Lab will only be reachable on your -local machine at "localhost:8888". +A prerequisite for this section is having a Linux machine with SSH installed on it. + +If you have a firewall, Jupyter Lab will only be reachable on your local machine at "localhost:8888". However, it is possible to connect to Jupyter Lab from remote computers. Remote access is helpful since it enables multiple people to connect to the same Jupyter instance. This would also save you resources on your local machine so you can program on a lightweight chrome-book that would not be able to run a full IDE\index{IDE} like Pycharm\index{pycharm}. The first step to enable remote host would be to set a password that you can connect to the notebook using. You can set a password that you use to log into the website by executing the following command in a terminal: \begin{lstlisting} -jupyter notebook password +$jupyter notebook password \end{lstlisting} The second step would be to launch the Jupyter Lab instance in a headless environment -- it never launches a web browser. A headless environments means that you never launch a GUI and it operates solely as a console application. \begin{lstlisting} -jupyter lab --no-browser --port=6000 +$jupyter lab --no-browser --port=6000 \end{lstlisting} The final step is to connect to the Jupyter Lab instance from your @@ -316,12 +347,12 @@ The easiest way to do this is via a local port forward in SSH\index{ssh}. The command at listing 1 forwards all of the traffic from your local machine to a specific port on a remote computer over a SSH connection. The main benefit of SSH is that all the traffic over the connection is encrypted. -Figure 7 shows an overview of what the network architecture looks like. +Figure 9 shows an overview of what the network architecture looks like. \newpage \begin{lstlisting}[caption=SSH command for local port forwarding] -ssh -L 6000:localhost:6000 user@remote-host +$ssh -L 6000:localhost:6000 user@remote-host \end{lstlisting} \begin{figure}[h!] @@ -343,6 +374,7 @@ will be able to access your Jupyter Lab instance at "localhost:6000" even though \item {\bf IDE}: Interactive Development Environment-- some popular IDEs are Pycharm, Netbeans, and Visual Studio.\index{IDE}\\ \item {\bf Jupyter}: Nonprofit organization created to "develop open-source software, open-standards, and services for interactive computing across dozens of programming languages" \footnote{\url{ https://jupyter.org/}}.\index{jupyter}\\ \item {\bf JVM}: Java Virtual Machine\index{ssh}\\ +\item {\bf LaTeX}: LaTeX is a document preparation system\index{latex}\\ \item {\bf Markdown(MD)}: Lightweight markup-language -- used to define layout and style for a document \footnote{\url{https://en.wikipedia.org/wiki/Markdown}}.\index{markdown}\\ \item {\bf pip}: Tool for installing and managing python packages \footnote{\url{ https://pypi.org/project/pip/}}.\index{pip}\\ \item {\bf Pycharm}: A popular versatile Python IDE developed by \href{https://www.jetbrains.com/}{Jetbrains}.\index{IDE}\\ @@ -358,20 +390,32 @@ will be able to access your Jupyter Lab instance at "localhost:6000" even though \section{References} \begin{enumerate} + \item -\url{https://jupyter.org/} -\item -\url{https://www.python.org/} +Developer Tools for Professionals and Teams. (n.d.). Retrieved March 3, 2020, from \url{https://www.jetbrains.com/}. + \item +Markdown (2020, March 1). Retrieved March 3, 2020, from \url{https://en.wikipedia.org/wiki/Markdown} + + \item -\url{https://pypi.org/project/pip/} +PIP (n.d.). Retrieved March 3, 2020, from +\url{https://pypi.org/project/pip/}. + +\item Project Jupyter. (n.d.). Retrieved March 3, 2020 \url{https://jupyter.org/} + \item -\url{https://scala-lang.org/} +Python.(n.d.). Retrieved March 3, 2020 from \url{https://www.python.org/} + \item -\url{https://www.r-project.org/} +The R Project for Statistical Computing. (n.d.). Retrieved March 3, 2020, from +\url{https://www.r-project.org/}. + \item -\url{https://www.jetbrains.com/} +The Scala Programming Language. (n.d.). Retrieved March 3, 2020, from +\url{https://scala-lang.org/}. + \end{enumerate} \newpage diff --git a/markdown.png b/markdown.png new file mode 100644 index 0000000000000000000000000000000000000000..402748c80c565a0e4fb23c11ddd058c9f36004e6 GIT binary patch literal 16663 zcmdVB2T+q;)GoRc2vwRWARR>krHD#EY5*0H5)`FNKu|$II)V@qKt-e~hzLqRsnUBV z0hB65x`2ctz4spO%lG~NxpU^+Irq#z=gi#848wj&c3o?)^*n2>H%L!cgNcEg0RX_H zdGp#G0N_v)cAky~`eT(kEqnCjdPhSIWVi9oKo8W9RdrMW$O~uOw?shC^iDU8T>)U# zIr@b?4uOpTfXdXorh3=YeBpC@@WY1pQ?5#DA~yQ7Kg4M+UyQw;^UB!vzMf!Zfpiqx zT}N*FubXO;;>X_cyrm$OWp`UH*J<`9?hDzAIow$QG4baKC z(up73{4BRJULV9RGFFe38g6+;-s9g+c;>jTyfW^ygw465L3NBK;Ovct+G4*Ni$UbP zBGP zz8-8hsPI$9q$ss&1WPUHQ~fBOi~W{79Uy2)i&`EREl!U2x#tC7scr-NXe(7t}d7oaWT8i0=+BADkq{l2>m?S=t zpAyOb%qX#N>uBrep27I`bBL63?wHrCqDTpNZRAc$$ZQIVGeo&%({nj>oqzl+422%D z7M7bXzk!xUjYq7Bj?Tp81_v`9+7d&1oBOIai+&Q_!aHx;L=p@ypX%pQ)+1kpqiE&~ ze=5-du6ZX17tRi$dkQhzmN#mg^*PLS9GgY^*C<-B+@KNk4OOL(xh?{w@NCFEHCv@& zd1^*ity*=v@PtAg2Jr2JKSm0td#cFLiv5Pw*POdHlK&fR zAVMm(h8zeWiFKWOR?}T`f;oqjB2Jy8W4z6P_xGV&U&qK-%AVYBDg_C1msq_gSQ+@PKHC-P|kOk77-jld5VAjtSLwZW%)dv&hk* zkhn&$J5t*vG&%cMPJ%=;y46bl3zv*cruA>KxJL+{8eH@GE7POuDETx--it3Ih!IjL zX#dM~c`tQ-L(`oK0?%hzFti<>qRUghBnSAg2U1g`s$a!>O@17$37}Qhz;q3auNRM0 zw9;@va@Gbf63|-#T#f#+XXrCerv*M2yV!yRH$ELRL z&xH(d!O8oRZ?CF^X_LaYrb~3L$O?bA$W^~GK!0yM&`MB|$qU>?UVXWZkpZUFTptAO{J#FsQ;_ZRwHKHtTXUqVXsOKFpNkq`qbony-4Sld< z1Bt`ZqI;E^JelGw+XjlcSDG&n_fqE~2u2!!RTxgkHQxd0StHdu+7MPQxj1Mp@O(8@ zP#{EkEr$zv7Cue?_B-vV9_(v4-XDX$eed#+X=X}R@nw}WJjdRA4WA- zcP%P2f0k|`k^!Mty+cGho-zKJ8fZ)qfGe>1=1H}@TF+xPXy;mfSnSlUWR0$7vQ$qY#&JovA%f)hOBjNZE<{6#Wc#FGBiS&5&U3Jv@IsAU(%o*SR z+YI8FMZIj^8?8QjGC+pWp(lq*>85uyyc+#k>IiS%>zO#hP*xL%`D$mjsfw$Ab*a#w z|3bh=`7ss30{Dt8IWID*z=aD(h_+qvtY?+T{v9k`X|2l}x9FSo_t<#mzv<8v$D6&h zJ?N+Y$8Ohz8GFi$!vZGGQ4O9aLF#vT-iHhF6*bHqg23V;)KowPK(+*G&I2YmfIhLv zrMd!{vVXr6=DS@dzzlgkASWI+O|A$~{zM>T;7GL4fBI#@hH-}nu=UX+yT3e0rf?kn z*DH(yIT7XrmJc63e7ktm)q`oDF8AxfZXdB2N3K!{f7O+m!_*hA%*UTTV>-6#R_e9j zDc9F|Y)UFt+1!;EGwl`a&!gp)sq}F@Zey=#bn>%?7x#3_j}0EP>JyTP&sAv-S1jpcdJ6`{DKwbpvVHVtL5#T%P7$I)CAU z4t6glG_hUWQJyOAFC}jvo1Rpsrv^#qUlk`@XZMZkcT7jGDUHlJZWL8NK2BVtaK#=- zG`FtkI1o=JZff)VC@@;rh-b7!s{*&e%^c8)nB%zlNzsdM(H4$JOR6;550ujVNokWs zQ~4(TeqQ_K7IG=iDAUB$Ej--Vyzf^%|G=nke&F?JDUIILUNn!iLd5xl=xRM|U1xW> zmg`-uwHQioZ$zb}5Voc-YCWelE|Up4{C8jj_kP1>(0Zeu(pbjYcLn#dh}4jDpM5q~ zu-n~IZ_16?L@?6I{-Ha$yYq=%^KOO{hw&|6M(t$wZ{bt)fObdS80XQtS{?=d(1of* zW$fI@zU(0Jt-m_D?ZND`?N1neo`1LGg@L`WE8+SoxBOa1l=F>8IA*YY{E@T66$$YG ziMaKteu;SNw`{8k^jqIk=!5Tdl;;)ZO$85ixV$##(v8|90T>oSi;v!z#0 z7Nuq;pG)&GFD@N^k~tdZVuIDt#66^#-UixBJbxVB8Rp*Z3Qks*QZCi*Yp9i#J8tuj z6GU>?zOUsUXpXaDN9W#!)58Ir1iqaNBAb66Js6 z`_1lVi(Q(6QJvnjO4$zZgA~(<%Fr%%IG7d%rg-g^%08?%Q`ylrZg= zJCBj|wc8m7Ir@tDbV^Fuxx*+H)Iw}W-zQ6#(6YSFff!kHuNz6$b6NG=)nchVkOU1U ziDE?C84spBCZZSa%&)TFR zNyP^-#W{#h@Do$y4X-*aj9D_aY)Y85Tu*f{ad$1NOL}-F{q8`Jd-EKp%=XXf@$7zT zGu6L~wo#cW`5aft??5!3mzx-x(A$|TvazMJ_NlsO{71Iv%3O)sUQt2gr3qOFqRc`Z z4N*+*{zu$9nM^ZI=Q;1p_UPa~o$A}0rYC36iz;Ma2VHeCWLpNl5n-=s9|>#6-xr^+ z{vj1VTe}*Jx?m`>5WKhY24iFV*&cS@O0fRAk%Yp_dHw#<+8mv6#%=i?^}rs@5U<&_ zX=c&Dy|+4CRzFhj5qq%TvO=fhD(z=bjbht3dc`_Z>&e5u*Obzz-pjn-d6mOt-WKBL zd-FYSZzZo#?@58Fm~(wPlNHBZbl5EK_w<>*KZ(`fFny@=+a*8#-u{h{YOO)7EuB_J zCSi)@#5G)OpZ%RhPdS-!bno3B+2jKQ%UQ*&OpWT)f32iFVSc2L@libuj5b6e;*B3C z=y-c_Gft`fdItsuS-D~bILcVhfGwM7L4x6n;G|8XheTB{AHUGagWo^N7Eh_69*?at zfmw`a7C@)t(e82U$kcZcq|w#U0NP;GoB|lR=m(~4SV3Sghy63QtR;Z2qlQ#M z74S-$x{SWN|(*^g$-2P21%^!EpUa}N-U{)m3|^}H0UNj^bgl6W7tw)7;fjQ6R) zfsb7Nkbv&6^H!0?U_gOsVitj=1k<_pvnF)3YVEEaB?D? zB}e7i+o?hK?{atenYL6mx0fRYY;8a1E~qG1>iWzN);Sg`D!g24x{JYW42{?ENR1QT zw4K2?{%yF|N7x%=$RISa0zQX3VB5lAcPl;_ue?R6H!=n`xI!y)rHMTAm*BOZ$_PBO z?9lpH=JzH$q3zzz6sLz%4EVtIIFF}QABV=V%xWl3z*&dZCXLZ{6@r9I0s@N}M4Rkn z2aefi(t5X@h7I&6zoraX!AYXCrF2V){uf%fg;m;|!$uVhmaC3D3+4$9RTotYSz|U0 z0rgF~%uV#qN8#>s@DZK8MBV@F?N_Ud{j*I#;Sc$4!=} zQlofS!J62veR5HrGPI*CNua%401JvY+7OIEl&z41QeMc?Ngk$q!;5WgopdSd=d>ah ztQS`M7WoHLIKld3$+`nC+;C9=7&++fya8h!M$rkp$S=4SDhcd!v8%(&5r{#QL~Brh zcinHTt+7EETVV^F^hcoOCDOb?){JF~OBm%z2!`)ooPPnzFYJi%Q}~p!xLCM48MH+R5;VBYGCKjDt!;ihc;VCAq`G~bAl_REG$z3 zOk&&}rn=<~64TXpvz(5_A*Lz@!t9x2rDL2`1zGz)&;~oPT z#BrRM-}WNdDTk&loczd)G{L4jcJ842{Kt3-NN5C=nB-Bzrt3_7|u#Ttu-!~2>|X(~j+79yXP znKg<~qoyxpsP~?l{Z{Z0hKfVkN?|XLiP=YdvW1PjhPIi4@M+FL?5)S+TrZmQOiRGM zyK=t)QNFu90Yi5f4PIVhTb`(SIyeHiWS+;jb!|}o(w5O#pXNfSJgiP|wyiNA`s$LN z;}vn{iSkB2shf4=hBePs3D-Dktn#q^{9WX_)Mw0`V=N|Y**Tq%XkToAP0;p!XS#R#$gj)<7a(-$y1e&>_&^BmbdYs_QsGbxriQ7$-Gr(*nmubQCxJrL@ec?B$ z;%?^*Xax$rHZR z)5K@tsLSpD%MSo4_+z(a-Qco9`a#5n|NA)-k2Cba@? z`P&A^Tw=A2YLOfHHlsl&r>)bvja9(`=Xg8y+u>|RpZ6n6*vO5#gw62Vv4eW`MG~_K zoAG--${N(If$8DRD|y`wdi>rr1jmY$bIrEZc@zEnEq3R>W~c9#f7E>zA@#)d3mlfK zkirO7c2!X9QzAbQNz30CG~p(@ciV7Uq_yO}F->J-;YDxf507>usIfaVq^ZQh_XyyK z?!KzpDtnI@6gq0Yr?DbLr0MXDOw?xuCoJ9zkdyuHYq`P&iRjXVwyxKr)Yptx3Z+^i z<)E!DXy9dF7R$65>fMRSJ9Q>f<8YL=KC?R}wGzYR^dn#>HE;8EUVLT_jfyX4Zb%&mARoK% zg9o^FH06Nh^>!f`EBwg`_&}EjkKqap2|*ELD3k>p3~h1B9nWq7E_=PH92aA`>Zn6HGxpllaJu8lWy0x?ZrN=+0K;S4=N)iGPPZB)x_TmW0P}0DlmW3D!xIw%T z`q6^@# z(NYgQH0popO9cqhj1*2qafM7-THeNCRs5h(gHYUNDhISo{C(?U(BY56cQXHOOdL3L zI$C-pdNEL#zCX4iL0C2}OATFZH9i_RA8}(0RUrlLXRE>7PdN|7Fk>q^{JX zqpf~1kdgdben#hdC4m~Iz}!_&&%?rUen5`rMHmm2(#l@yVUqR$A?DoLu1}&$vD96W z3uIO>S2IBCiT*hra7D{?-%`%2H7QWuvFy;~#@mSK2}jWO^v53W6T`W^*ZEJsgir7! zdlJi^iYmpCPdR=CKq2sV{hBu8?kDx)Ssoy-c%XVK&{-lae4DCdU3ijtb^F^VfmI|r zYya9GAufne(@^*M(!nJ=UO6{a-=l}ky<*hPYc+|0;%c}{?yCv1e7TdA+3joHWDtU0 zdBT%z-<|`uxi5rcwnJk~csO)2VIca&@5%p|G8W|0<|>K*skw>)xgy3qMh7s(;c;6N zubOTl3>z3VmxWnyk*$|eN!0nPgK!;iW%r{rjol57D8m!L%6DUr;=ll^qZM@^K<)}1 zuQ*4+%c+kX>sJHq%Yi6j_SMLh3*fx{J&-H7DAt>mxRDwFVtQ!n&XIvxGO*d?xxIWp zGa#F%R{&U~N)P(P+o}>=8x6dvP=Tom5i_LEz9$#x#)NpwXN2aJ4gJj|=yVZ{WpL7@ zBi{%A0Re$e3^mPRKiQ>)owqXmPAuA?&|hO9g9~ zAeklvoyZD!R3Ux>ejb@CzI7h3GvMi0L+J2dko>a22f*Z!m18zNG6_b<|9d+Ii2;CU z_&=8%YUQ5zhx9-#eDZ(QH2!ZLa$skdt{lu!AJIg*wwWvgm+)b4KU+n>C3*)6DAc^s5JTOb6i~!XM4{TV4%uad@9G+ zqja<1s_ujNz0SMleAVmy`gJobg;&~Hsug`8^U{>_Y39g&$wa%Ps6!E@caZw0(sRAb zMF|3arc|_)Xu@IzNLW$A$}1k<>SG5}bt^@2bu-D)GzM0ddpCrrA22NYiHmX~P+}c9 zXF%JluJB0*TWpT>oVL__iNn$PrjWsOpddAAl_kFl4!01R4+h)wPBs1x3U+k()2!g$ zKT6=B1ao@QxjzWY;}XUCxRSag(SdQ3yPv8oM}j4>Yfg%v0$tdJ7fy}A)M>+J4qw{J zCW&B^SAMui@St!CW7umvXBg$GS$YE(0dI?p!|B=a6{p!jrD{4XGexr@VmGuzWb#-0 z53#lTEj8NJZL2%wHsYNsU(sUW(*dmtyQu9HTgpVgk}vZoaM6l)PG?R$i^q#B{fFSD z_<~1&Ho!;(0mQX=Dc$C4UZP#bG z`?KL(j$M)!zokQDxS9M;ME!KL6WK^bH|&?=`ADg!{8)3k8C>8ya{G^d<()Xb__GfV zEX^i;owJSj)m?y=K(;*jTH;b0CNH!QtD67xb$)ou>q|b^!S+h!X46H}q8wgsZ!49Z zftU%NFs{I?$Dc~vs@LXft3M`GKArXcHmgshblD9X@-1AzZ(ugMu=;%(M8!(epQ$P{ zIlDCYJux#^jPrJR-cRKVo!+cK;Xze3{B_?`^&5z3dd95$rg{IU32u&4Y|I5WZN9pU zY*PtJ^gWk*Kg&cLuSs-OZ*}v*_+oug#oM}}lGWBHz@KO~u z;dZ~A`nsZ;|H}b2c3`;>R?SMND{3Wo&}!C%|H8bVOUkKq`0<#@31jWcwpP1!+Y9|; zpL@e+qDXoo?zBhz7mR(`$e#To{bF6SZ{}??*$t(88|i$3qJyYGLy$p-UsqPzNL8&$ z1&w_kvl&5`lXJ-fZC^HyE^8bcc&}cNKa&>ro0dw5IjJzT*)Nh;*j20titY@iELx3+ zyRr+mHv|xUjgmK<#(2N0n+#dGPt%rN3U`tG>rUVNcot_(9foDMRBkBy>QRcZuK4BH zjjn!mIy=l5O^;Byg%R%asLTwt-+$9?!ZpX{ZD~d;Ek)LtP&&D0*S*@)d!tA8-VkrS zdVKwCSCn*0)Mo36WOsGf?*k(JCTY8c?p2J;s-U|!G`X1kWJ3PvLhdqxEn`#O=;oAy z;D;}nY&p+dcswYOV@Dgtc*Td;HA4CImSb$f&6;1KLCO_A*;08Sm6B{zf=|;t+ryp> zSwGd@NztFY-FAJ=&t~@0>8b7Ou~ytv*iH9A`3DM5b+1<-Z^m3=clcErOLaYQX%*bc z&X{|Zmi1Y_cSlr0+k=bf$=~O+M<)6`C*0XEsg89H(?*gX)%U0>r+Kn`1bNl+?1LRo+g4;cX2!3V z7e7^0wvoGL!i14DeWr;${ki=sTgUo%VetlGPx6oBsBbxPwmSXo($aU?2O+=f@bmil z$S2ct=S;^Ht0uc9H{$Pbf)kBhWZFgns#mzv({vk+E|npS`_ip%>0pDY5tGeNu;`I$ zY2~jwXzX}b{^cKu3nkGmPqW%SZk>Q|CQ<@`=}?8-;4k(9xvEaSPR7(%iiOh@R6EWa z7(ABkZRK)%#+$YDpYCI@UKtiueR_bg_#|u2D<4WRd(5+ke{5%4cZ?YS_)Z~Ef*u2W8uZv1Eq%i@vfUp#F>-a29w|Lff0f2)K1myY}whAbS0kJQn! za0K)o;-hi*3q2rLT1W+Hiy-9d_UFD7Q2~&^_s_->zD{5`vmhV=7N7$u%s37nOMPP2 zKp!kPr6k!Z?$?u#X-Ey->$*|BSCZ1!HM;ri{S`#kAxz@1+-3plWkU<$5{GMG8};+8 zYMCfVo5xW8Eb9$n&|rw~smg|IU6V@ERuP4^-lw{4j$CT-FumH%NAXXn#LL~J|F(`| zX;=dF%DG;)e^B~ksTddXLB;6vPLbPWl^8dHzv@>Fktb|SWu%U8svuX3~?9|3B)zJYo`8W#dk8(Wn zFdo(Ln*pma8tn8%vLGdUIVy|D)dRTeM!j z-%{Jh8K_Yf#W)|8?N4TT_*~bO4cy%>XeTsBL5L7AQuB-6{}Ed*8w{noycAe*_t^(h z*J*(K{sx{9zC1$(Ny*~g(Q!{A@Iv$^x~$(t?y$%7?8Qs#MK#Nya@rk~?rNAUF7}DZ zt(LE?SL!r7)^B4kOA?~#c)1-#>!?0sLy2!3Z|#_hLXN`V#YO|J)ncvlaaY^@!^syn z>l=yhSZ%Kp-duvxw;&A$-KOHxV7?}Y`Z5(FQQQ+rU7BfzXy$<@FzQOTBDVWw%b7O@ zt`tcrm%c2l-7XZlZ%*`Rz1>jy1>E$Pyx_QJlk-xKu10>H5dO<|(sh2n25Yt|mbe4S z&gAH@?!ia|Yo=t>`%7m*6#jdFsx(O_>cZ(=^^F3T36L4`H6~^19u?ot173mm}|r12PW zLlol;xA3jh6PcaJt8;W9fIgvn@=s3c!`S+MWAI)1jgJezX9ZHH&ABprr~8ukF#tx6 z_5{I(b55bJNz;g$m>Vid?5b@vwGkpoGEpt*)Q<%4vo+0#A9+$%s7yv+dT3N1xn9IN zWM`F>a5cp%)<2C`U3_Y{$-mN(ynAMbQRv#oX%vk=Y}2K1Yw&sGI5Pdu4|vFo$=$HEoS(qivg}JaNJHduuDtALAHOYXuD=&#%YZ^6n(YsiEYM%xgkDG zb~&fOpR%iF-YaH0rk^*fj$qO^INlNNeg*|HYrAO%785Ii1poH_Sh*fwd==(|{N%fy zH#%TN;FB~G#BE(bfAn@!A$8)GCq^SRV@JPY_=ja|O-v7dzXPRml1sl#Vl8tJC<~^; z=@XMD;R$eR(t9Y=WN@eg=9Coc-WW3+8)bVa{7pTi-x>{;`GcJC`A*=xlrm(o;*IQL_f<5mpX zKAm=Hx3zmSE0I-X607Ep{#~79cjk}&%qQ)=pG6-Qv{Y0Q+mn?hnpcrsGWTlf!R5p8 z=h`jF%B=1j?NM$Nbv`Tk3$&1ko?u|#>nbZR4n1f@pcMPRcO{S`et$V@^Umx3YWZsw z-l9s6(Ok;l=1$Fn=9fC7vS}@*T3jaB4KMVwv+2ykwKYL_>87u2tH56xlgLpU-BCAeW<0d*i7Sc^KKB>>E(}bT+Adn2;U&`B96X$J;X6z_v1__r4}0k8y$nU1%(ecyr>JmSwxW zt5m|PNiaCD&V|Lr&;GW3t6ETr>uzTB_Qr)y!FHgBG z_H!Ob-+8IG?}mr&%ko-xm_n*JrZQ#od+Bd3E25gbipZGa z!!@gf>Q`5w3*RdY#C`HlyGXN6sGGM7*pR#7WqDj(!Py%fmVMpk6MBuv=!8kCV3+B} zOHDaIHA27-Vt*FWD<=rksF4_vcD^5 zt8>&J+Qh4u(GYw5jU+-lIwyR!vi}T)+vVj-xt{mc-|v2Ipr>3d&|Os)hP%tKX0pbE zjsFwo*Zgrssod3m;POIj`!CszqPIK#^#e{GQSGObm5}wjACLRoIFx9Y=sEK20|>mb zG_(O1ODKb?Ivw2E+v8*5G^EyyM5+eI_I)&K32n|v?POSB%hze@PW+OjrLs0xI%??W zsCJ{rvCBG8YgCz-((cM)y48G`KDtgTo=}hjLqesZQuajC-n;pmpUHNZlRXK@x=%X0 zp?tLkopcUa&6oCLSA*9Qm`YOLNuS*d-Ld`FerC)pcOuF?Jv8rZ)=f)v&py&U<%IM^ zJQ7Wjx+9Q&f0q|~&y**MWAMVdvE{7zm~B&0zwC^=E#dEx$NvIyBh}+B)^Y|i_S(v0 zsC|T5?2Jo(n%>G7M|K!ROY9cr_*e!7oGr^vKDBRoeC{FRpx{B|(@dvrg?j1p$}Hn) z4&{|nG||uACH;{L%O`W++&$3(slhDggIUzOoI}1v0=4hzg~#qN3o4?gYsY#!nAran z&K*FWoqM&nzU@D2yOv>wp4r#kllX1;z#+}{eNhaJq}S)I>x-eseL`fHK3yh9uy|n| zlnY)L>8OzGemnLQauh<52-DI>3o<*cd-d&cYeG_n<~$kkMa4|TuR861#V;F|hqdep zZ?|uVea0PW9EAqVpTCq=9$;NBRA$jl8ir*_bO64gro<(%;|7R?P#iT2n^iphKamHa*N0*Ndu>M;J;*HvzU3OyDlJML@*)bMI5M9id zW(ary*#387hh{jQvasO1aai+tUrdwIppq8S)Y7#h0M|UEez?2j-Bq~VU_Z?g(oMl_ zL%?NI0Gb?1W1Q;<^HVyo;*}I^P+5L!=KTu_HB+WkXTp1habn^R0*L!OUCKEJKWCFF z=MMeYpq^TAh`#h7P!zXCxD%zXT3pC;4Nn+-d42OkRhq7I_(A)nOb{`Ks(cH5IhTB- zJ3R>ev5}B(fbJUG?M(Kg^cbLm29aR|93e9U)!9;ropZ2}1QfsdL<^K!a1RE#TQ^i8 z+-N~Q!g`TJ7}s0${!SmT8p)yux2zs^`h3xalGaB9LF2UU9KGD|-%#5B7?n2omxeq& zx{rbo8g)2=6{#J&rIIEJ5QSy$SY0}Aa>#P(UwM$8enq^@xHdNq(bCM|UR_iRF~jCS z#rj{o0V+Z{PGld?3WqutK>Z>5n*C+tFydcXTNIcrgliTNIrCb~;)evn!h9D!H#>*F z3OaerP1S8oEj_LoJs*M1cG>K8avNV5y`$wlwJ^H-%e3zPnz7yE`}vz(n!|mIAALOu zJi6w=wtu(2e)X<9)sCs_m3e!Z>|OkMP)f{}!Q`-{#k;PFsf&DB!XdcB@rk z?Qhj+VstUQ(oug1Tg)qGli7zJE+75kW@>INt_QKIPHC)3sEBnl5nz zml2_NA*l4XS*$cSfp}TA6~ad3H;z!%4rPK?mSQ|&fCqTc&j};NFR!hy=k^U4f2eG| z`7@RFkLD3M_s|CsuNl=Guuwkj2-_L#F_8G5#*feGo-ZIrWQ(#LtG#uMr!)4#q%CWzYEZ*phesj_CV1QkH1} zvVO;6{Oq-=U*YWIQqgPHbE%=_p!6}-3oHXejYefPvs~T?{EarFn%^}@nB+nka+C`{K6LH^jG!q;} zAFmSL3a;7SE-mwYxwm7;bX-KZkfJ4ev%$s8t*md$%Ea^C7J5UZ_!EQ$f@GqV)l{!? zI@@~Ba68SNPWq8=`|(OubaYrv_kxvS!N2*fLnb_5_ z;9}ER6ORaF6`xslU|^+02oQ9C$S@|&aQWbQ1{3D=vKQmTFE&;qx0Fu*Fzz%&(s(;y zC-$DGv=llm)U)l4Wv5QvU^u=Q$2)r==Q3xkJjC`)1?JGo;r9DY?hgA!F8o*9L%XQ~ zA70X?6jd8AcHR-#pVEJvCX!W0dwZfuZpQ95nD(nvrG0MF7W7uoWS_l|WwEI6HeHPO z?Q5kz&j-Wg_&Ga@oJ|<2FATHP`Z4;?hoaJT4yt=`VNCI}7oKysY=-1;-;D_aY(v$$Drjz*}CZwN$hVRqkS>*Lla z@B2_yX7t7w7aiE@j zwN$%JS>DKqa6e)+@(r9_Zkj2mU1MC2DoP~mF*_Vj>(iB^eRJak(1+c7ojc;qF|P^w z1qt-{JAd2=y*J`hl$%6cm3qi`xJNsoYMy~4(8#>(6pmo_=i7(sAdsPmXyGM!xW(!I zI|{M{-N9ZTmm)ZRC#E?V|6!N%1OYZ8x6s+4o!l|!4b^%-m@#6KwdwE=$~OAX!Xo~D z4H%l5z;-nemam=={>wt;FqlFKJolPV`3Ro4qit1)UN5@BW1&Nm@p{UG`*h0BX%az| zgE`(n3)4FRes@&}SI4rfrMEgTP?L0jKY^3@!d8H8PGnsyv)0;+ZWp5pkffrS48!k! z&xVftRYq#REXU7I{28Aw)NSt^SAm$#Vg@wTItu+|4J`7yu?*xxRTjV?wdFeeIwGs;r_BKFxTGSq$XMU%eZcqcW4> zVbKTI7~RNY@=c)(p2MrGs~!~3gfqS>y3*%(>#H3%J2u7n`>vQ%OkTdnc)!63fFL~D z>RC-j+S;r3U#oYH!024vxizfpoAtVXv}XS~ksU z)xNL463RVtC$s-ov%yM@LHZy~Ri271#>=#UvwLZz^T;%V;P_H*Q4rHY%56Z4!?cgL@mc1lhRW)jtW`Rz%4gtda4{RXg9YrPT%%q%; zAWdM*Dwl1mVe?(}OO%Ngqt#j;5>yCs&tZ<mcY$8o5e$SU zAKNtyWi)D4W1JU03(KYd%Y!%YBwu>scgCw$``3Um=WiN~f1D;+TpvAV$oOw@$VE^>Tm^@ zw)HF&x97ONM;jV`zcmGcZ4=_5CY_&;09?e{{vz4q7AJ@7+;JUVLL>r>cm7*haN+;S zHA4vD|HB#V|1m%>XLf{AmVVVU0VBzO0OyF)FZg72Vki&DHTwsQkVd~Ceqz;mWT7gA zBb;Rmb5iETR9yXJK56?wWGnFNSAs%()z8kFr|eV{2cv&Ap;uAn+R5RzQhy4zo)S;2 z>aI*W4gOW}($Qkv-i)u5RlM7!we36kcQoiv2PIZ; zi+e==qsj+|H8?4P+I{DhAaBx6994@EF5QfZ5_BPokLBhpCsFr10~YD9t;nHlaQpFT zCkSYJZ~cyWI>`DEo;CKmub~0G=5+AaVUmC(_glzE(+}~q*)Ol7XDG@n)5x154?UqQ zb_(<1B&n9lV}@e4087p{ic!-={6Is0tN@ZyVBA-)EV9-;Jd~e`*xbwTdqNUZ&$NI!} zE6o?pUq>koMsbP>dwsK&=p$T&4gjYKRV%9qyGVrnYLV@sZ*P2Hc+HsuzZ{5*L1N3I z1Ky=Gs!a$fHbtIcU_J3>8)aTz3>&`R1>>1>dmwmH($~yG(I-T5$#ePnuL!dO=^5V) zD;AtVeedX8A;H*tMy`2z#F)7-S>(A0>n%qxHixb9nbE|}GT|A50&AD(3!P~j(Y=qA z6KFB=9}w5=G!o4Ps3W~;cx;SvGZFlp>z)ZueC}+( zqzm5$)1K3|cXI1X*ITZ6o*7uO;IFb2=Wr&Zj&?|zuB+$--F`W2PQ>8xnCyk(YkP^l zaU58K^=H>}p%h#;l=?d=%n)Fix)tkdl!rRCc$PLvA*o*ElyAiG>#&QrvtO{(i`gE| z%jNH`I)~6I^oR}U`ag9(7S<_*c~x(|nVy+bL}3+{6#|~V-!PMN=YjvU-fnuR0?Iev z)njwhY43MQCNA>oru&V3-q(1kDGdzzlUf3D+BG#3TjX0ctmw%u>9m^Kbww~J^$CBs z_(P~x(OMX*5V3XkQuJq=;MpMb>S?3Z1cj3$h9^NK&g^gFNNbJ^ETK3ngg)foo33|5 zCG!M~1pgvY=Wk`8A>^qWeIb$Bj=snJ5ATR=1uF9%u%ZN^m}SNoy#S`VmiF6@;R#UcsjiH z-S_^A)F>wCIw8ftQBg@>Hd6zq7j$?*BwLmiPtn^6ArD2Rh|D`Xqq9&*U#*Z(JEJ#_dxSKpF-O9XrkS;c6c?}n1*ar`lA?t#9xtg?nD5x}El@ zvA%1Pg5t&TT$T1pW96d2=%Vf#J(L6Ni7_-oBRo&#va6AFyOP1pT@!Zj(yKAy(&g(- zLPt~(c?SHnlsO%5wqGNk@;QbI-EGNI@lO)rf?D9LQ7 zYUd<(_MJfv(h(CqAj11OZ-Une#K+ctZY;m*tB5D4@rk>CtJYr20>hupFnRVfV-7DL zmeiLAA1Ty5Y7#rT^5J0yJ)peEw=M-8ogdmXluyS$-HJHeCw!0dQ#!jyybE{*4jrQ> zVQB literal 0 HcmV?d00001