From 770bde1ecb149d1831c69c7792e0d91114d724f9 Mon Sep 17 00:00:00 2001 From: Janita Willumsen Date: Sun, 31 Dec 2023 18:49:06 +0100 Subject: [PATCH] Finish method and results, and add script for including all colormaps in one figure. --- latex/images/color_map_0_imag.pdf | Bin 111597 -> 111699 bytes latex/images/color_map_0_prob.pdf | Bin 78248 -> 78341 bytes latex/images/color_map_0_real.pdf | Bin 112207 -> 112309 bytes latex/images/color_map_1_imag.pdf | Bin 111268 -> 111371 bytes latex/images/color_map_1_prob.pdf | Bin 77392 -> 77484 bytes latex/images/color_map_1_real.pdf | Bin 111506 -> 111610 bytes latex/images/color_map_2_imag.pdf | Bin 130292 -> 130392 bytes latex/images/color_map_2_prob.pdf | Bin 82837 -> 82930 bytes latex/images/color_map_2_real.pdf | Bin 130300 -> 130400 bytes latex/images/color_map_all.pdf | Bin 0 -> 103806 bytes latex/images/double_slit_detector.pdf | Bin 69347 -> 69539 bytes latex/images/single_slit_detector.pdf | Bin 69018 -> 69228 bytes latex/images/triple_slit_detector.pdf | Bin 69495 -> 69689 bytes latex/schrodinger_simulation.tex | 16 ++--- latex/sections/methods.tex | 21 +++--- latex/sections/results.tex | 58 +++++++++++----- python_scripts/colormap.py | 26 ++++++- python_scripts/colormap_all.py | 93 ++++++++++++++++++++++++++ python_scripts/detector.py | 7 +- 19 files changed, 180 insertions(+), 41 deletions(-) create mode 100644 latex/images/color_map_all.pdf create mode 100644 python_scripts/colormap_all.py diff --git a/latex/images/color_map_0_imag.pdf b/latex/images/color_map_0_imag.pdf index 3529a012cf4019194cffd4d5f75a50ebe24c5bf4..3419fa204d7e328ea02c92ef2ce74e4c2e330061 100644 GIT binary patch delta 2146 zcmZXVdr(t%7RL>+LJ~nhKtycABM}jjd-Ki;8wzX4gO~9lkQu8mt3Z~Q0)n7KG{FLb z^um&@3yaZ?cryQd2SxrDUWNI0S$o z#+5TLk+LY!-mTz-Bu#aKg%n^c_i%M71f7M-Gtw<^8JA} zq3mZC_?Y*ev-8I@a$ZfpUNFo)Ec}qB=QU`5z8oZrpDM9jx%w}2TVHhNUn7;eS*q+k zbPJug&fU!~CWVmB&MnlX|Co}Ibodj0`RNPMpBgqzg?}Pg}mT$dp3>+A$KFXQDJTwz7dz+p$SBGD;jd<2sSqJsC-W;ty zH!-tGmh;4xqlyVd@=iRD4lImWN8jDndWK5!wRL+tzj4WF@?Z1S$+ZL5Tuxm|kc*4- z*T0?`YRk1LQgwI^K)8W675M&$-xq^%&g|MdT^TtOsLs% z^i&}nx{IakvyC13AocN9_ zk~`ge^v7C9OT;xKs^a(g358iD77~`MiC^YW5ao<>wNV`L0eWv{1U1`d1r29CmUtyK zneU-L*fU@HYpC9O>Wk6kb>pKm%Ma{d82;8=9FUa!2VPO`LF1hzo^;5$GO&4eT=-pU zYSC+F!1|(V-zRqIWnZi;jmzlrkn(MiCNm!}_`;C@>kez82n!qtpJJ0rDdms(&7vo})-Aaiwf2oxSj zpaTC5Y3;a^mp+PFvUh3ODOR-z zYeVb#7kc@s6 zi51>cTdN5aWPa7e7q>Y$iO_u-dsPV{@%AZ)qO1-G(4C4@Pi>^8UBiG4yYv!4W_6QL zyq|J{B2(+IT&w3qtyI;97zkItgjiO05rx6z~KZ1JB_VY@Ji>u+IOY%iU5sbDQ>yezmWwBUmcZ`o(D#RLF zL1yU>A>vzMCTKtgmx-O zupv_)t2&ExgtPaE8TOME&_Cslu=Gq*@HY~%|Mvb$C`d66OO?hp1SM5$HVDxh8Z3;; zBlzM0hrh#+3|oUs6``MNl3_!TK2M;H_$ENCbqaHQUk=GE@jXKHae$yLd^uWtk`!Y1 zMu^5Mf;}TY)29d`ceD43_mds$iiD^}GX)z+s&k0JGYN*c*lI-$QR}St5xgokHXt3l zmqW!9-WiU0N+=jRLDc5xj|no1j4;x%cg*V%QElUBQwI4f)UdQ5tqjq*Cpo_V3v^QM zoa?DgP}LxB4vdjDltJT)YI`Y{oq|28%vWPJDWjV(>E>)QRXNy%;eHHkn=xCgXduXB z(5P%B*o+C0u>p_(tR6xN0rxRj{Y$88HRj4nm~bp6W39$s%dr8L3Ad8yKW~-qnlUy` z4AXi5NTmZxLJNi{qpmKXNntj_L<0d1z%n(ml7wl(0W>DKwi%GcSB$ z8gr#9lV+GK5c~-KAIDy;vJVhOXF^whxWf6h*FO9E*7xnT z&$&CdcK+GgUK+s@0)hk#E{`7sF)|qJ$b$T0d492yfiM7ugi#+$NK~DTQ{DwAmB{nm zb58Du!*vZ~UF|&k!8_v?dy!vpYU2R+$Cp=%vOT?&}igdJLYbs=Zun0UJE{?+@AKGVmq{W8(m^96F( zkL{NJoo`r#F!$mU?jAQ))y**NU?5I-I+^3z_RWuhK90WUsO1MgZ6|MAN3b~iGY(T^tO_4Vf_%&#jri9S#2D*q{`d3_GMV%lFR zzYzRkA#KY1@nErga|a?j_tYh@?8e7{@n43 z{LsAck5Rj1EbA3>lQ-3H$$>B=WNa3!i4!u$_X~?&w|sYG^N?e7OQ*W1D69+x9mbxF zJH1e|{t&-LJ~Jxrx6`7CnEOkAK&}K z=JwO4SqrXCe+#a|0y>zjU8ks?VPkpmzt)9auSkl!Ma=37>}fTUV~RaC*`HnTra2l< zC`0!qJrCVJTz<@TIQ^+_9FqNbwYDvOKcnRzRyAWK04Io6P` z02n}yPdW@vIuQO+>ds|=&~M>q$AAnD@H^xT79J(c1lU2yU;<9KX|JmJ`)+%R-I|!& zVkSK)$M1byaF886wBt7W-@3G}jLG6hw z1I@G(ExAyr)&)ywKKg3%dJ*2HaWO<2Aqi z*+&?9I&lk%pHzQ=DXtY>?%gTL@Z!}=FOak%JUT*&_DALT1vE&z)N%~3u{7yYgVMeA zNhB?~lVzkD=x9lMZ@i@6y&IFhr|#6$U@9{`vtBopbU#3!O7>(L-CElKk)*^WOe@_& z@@E<|3^{0j;#|PGI;js?!!qh4V6>#RS1g&Q22sN5q~ALoXBuZB!qH!-L_SK&DBka!x{pH*IGW)(Svvt zGm0zKBFyY=Qc=)E(W1(k@+(ovGTty;!OT!*pN{Uo@r)EEH)y!bM6!v2CJKFh^%ayM zA)c-2HY8wXu_+ksk1O3SNpv3&93JMx}vl_!?8xS~_)0DPKlQXfq$2(n<%(*NNA~c!(yPX_UR%LTO$gYCC%g zmG*EDSIfIh2xnS>ABi1ljeT)$L4H(bv7F%>70dxRT#&P}`Uu``T-!SU1i1ojWgmg10ztv5W-!l& z0|5a7*$!-N!ne@@TnGU8HvIq)LTncUK!js`_W+=J#{n*6oyw*dg01B?92bIMa1|$5 z<)~Fc0YxW5680o7+Y1tmzyL`Af#(x3h=@}Zqd<^F1vN({#iCOB zSc1sX)CZD>ib4?v#2G`i)?zxR) z%ay+_zv_%*005l>@LB$BHV@#F*(?s7;}7xx9vcL?`!KrAz~>P z2P^K!M`is9u_Yrh+x~t#*x!)fFYgmy zI`rbL@6UM;CUq}fWjLu`MMr=5XBPOpn4Z37&PR|Wc<&=PSo_hdmQl>?%)RGYcKYcl z{o8qF(HEC1{ChS{8Jn`|h9)fr2lI&Keoe97ij+Oym3QoJ`IjOGzv(<-THXJko&^6u zY4*qOrC1Exh86wo+Ob#L+#^m^tH#e3-sxPX7~3k8Mfu;mlW+-YQB|9_?%$wDoLwzU|jLg1SjpBvs?%~JB$KfCFq z$GgsdJi^U?7z|_wu~1RDZohQBBJj_DDGao(n#mj$ug5=>G;aCEoUvvwFi2i{H*>WA z*3d-JX_8IP*w}b&sO$D!6j!JV(q+O?%m7hQ@5OVPEo4m8}|NwFKD@E z{N({fOp@PvnpH)r_o2dxiM4_!RzS_IjK3+uq`cC$mdx$QJHbBBiTx183rM?M_zi1R9Wwnl4VS ztyiiS?Rv$~GeOlF){{v2K-H$r2M<>!2IXHRW$M%V78JIDoR-Rzs?Jt!SB}SEVyqXq zHnDYl`2OGbHD2%d&0}Jo7i8b?qCBZ$>wI~0B97DduVa?nqHk)9n6eg`|@qyGWlKQAdQPo|MI_=90N0<7&Xlh?k zqbOhSkB<)?hGedLiq|v6T*%YQb)6=R5H7*4X&)g5=j3YC+fP7u_0SYM(L`8_wiGe! zRi8lf!YVzhDHIk>DCC`qs&3D3-aa|F|@|5nx^T*uMlHGWjBIdGb)WI&{duSvS!+D zM+Gb-)`_sU1vAPb1Zy`oqItpZAV_DQE5a<5kk(F|Q~XOL)Xn(du1Q}x8-WQ6hP2@d zMAl-&&{e(yQ)L1}f>|lew1*LcTwRS0_(rN=A0-Vjk|06vW6rR^3w?i zRIzm2SLS>=OEo~p2|oi@2F?Y~1^^zH&El&98Mw$jTo#ASTzKSkGVwFufh_(~j?Ds> z#Bo@>r5xw~#PRqlBLhcU$u;fL|7bA*7RXWgGI3M|i@Q{m3jm7}KrZONIL=gL31_;P zoW;3J(=AuE{jWUd(}9<{vc( a3v)5ubv{QG58%RxAO|2)siDzf#Qy@J$3@=& delta 1993 zcmZuyX;@Qd7AAzLB(WG}OM|Ha69|iB&rPTzvfl)dhMTYnm?%im1~owhszFR>1(9+E zQ&B)A0=dW{80dh&m@cR@u0t5w0Trd45?rX2Y0Abo3ns%3U*NzeM=I~FHGfDJr%3sGG9cvo8lM645C7m64J%8xXZwrqH z)V=$Q533d)-+h?a{oA7#O+C47$dPk{c|))Gb!1+_r!REMPQ^aCD0!o% zAYNXmpG(8zwy(afw$w~0oNw98JlLaC29#8Dt%`EKD?>YuuUyrGk_U*}RiciRK?0y1a#OnIG8s7Q`6tgc+7@J+ts_nkEsP7Hg0{d$Nm2n)^{~K zT$Q|t@)!5j_oHmBSDp@V+iP8!A23wnO1#-k=w4`L)2vDMUPSqc3j*r53k79- z+hTWVe&r0|O2|1C*=EN%Cpl2+WG%A0A2?Q(9E>T5z2>+7O(!W-+n&*%eNh3ui~5^zmVjy`^CS8t{67Q`G4p!_D$L|hpKC5Z*_g3 zk0Ld`SV0?`IO27qppL?s9MZ3^+cY9Y zGaWA|H(T>gSAKn~SXmkUoz=IV>~gVBRMvF;t*3@ff$u|7FSVA}j+&dlTsL^~20?C9 z!5aIg%S=5a3i9#)J-tK)r~P)vO%0;se!xWBoNoJg}ETV~&qt=}G!yO7&?hcMqWwm4{^gRH`nGZ>d3lE5~+J=~^=@IPk zhP--ODKAkn?wvjU23;0)Zw8yH*r`v3-V;%X(sa-DP-tSR-r-_+45ij!kd>c4^|$f`_39w@QfAYS);8U_{T@ zBCc?{8IJU8+F;ARQE)UEeE$g6}qWgA}X7HB!xvCL)-1u{BC;bZ&+r7fqwK1Xf#! zvXlBQ>5z{h0Y{>kozB-XgyO6<{yJzK)|+BZGNpq?$uB-D%ODS&mTEQx0$^5Yt4RFJ z(HHMu2HmkeN->WFZU(1{CbjxXkE=GjG zrjKAt*!gaKSI}(2Y?!!5O^+yp+BMf;%j)x;`bytzw5N1K2JUkZd7>GCEjhBDyK&+k z_hD~?!l6)z*lP;mjE?BwIB!F*?H3_kfr+3bioZ=v zqFtqJbT#zaJB1^F76l`vlht~nF9&Y{5v4{5TbxJLcu*poRomgGF-oer-_#CUc(OJ< z(c9rm2*6cn*%S$GlnhG3X*9!Od{;QKL)&cH3R^^@exNb(V1QWS+#y0pfvaTodW+{P z7)rr}fyjh5lOjnuUohFGx6nVM8x;5=A+n%3Loq8&IMX#aqja)SKNtUXh?p?qbzBE^ z;`%UsBIG0OW{NrG7s)`m zJ1skd!DRB8x?>C!Rn6orH{~$-OAG)mz*wqdFj>nuHjlwsn#*7U%L-;N1-!+Nkik&@ zsRL}@VpU6wc>sg^hwy)N0CVYW**pPfagV%<|8^AM^7xFU9Kd1z*#q+~0{}Pzrq0Mj Qg<^ReK9))i*&2%d9jPW0IRF3v diff --git a/latex/images/color_map_0_real.pdf b/latex/images/color_map_0_real.pdf index 1518a326bd1d354b6c86697c045897bb059e2955..e425513ce0a5a519e9f33da562b248e0f094e064 100644 GIT binary patch delta 2158 zcmZuyYgAKL7B+xF0C_|}M5dD>iGg6qy?IkuC?F&OD!p7pun1Tk1tCy*Dr!Io6sj(I zgGMU~kqeRwl$WWD2ud8rM?pjhQeH!J1kH$~wTMO03GMvQFlU_~`|R`Wy}xg-wb$-@ zzCt;@qRA2GN$1j7AdkTSm<%?T$N-r%CXd4g*bEMbMT{YO`lpD}cZ<@~h&&>l2$@S+ zxCn7%X!r=-W;*Jc-_2LK7hs^A z?mQP51q#2jOj({UO|Q?|u+PX6j{=R}>GiDFXJX$9BqYt9?e3?$tN6>Vt7jIf-%pBv z?+3QpuC032Q6_jU%vSYHY!SaiN?9P|c?b}Pv2D1V}>fKI3mRYPf z3p+FW0^Q&ubWLzq_wym{d+wTmJ9WPYE&MVW|DQEOFZUN6U@S;$fZD_Sk-rqDttK zyTZnU<>JIWv7)-TcT(c@Y+TU+R=)pR)>OxQoEK`H zBz|Y*QsvYBWRf=%Tnu-&<%fJf<9?Fxb7zg)peoJ^0vi&lPb%|Y-R`d0rnM#aCS)jY zOZRNZTUk3m@vt3i2)tWdeE)zHR;*toF&?@g5w)D?!g`iTDnGx#xe;X2tGwrj{i?0ajdu_EDvxFI3~X-6EPgs7 zI&RiJnAcX*WjFus#l-PjHY^**Q=|BX-Qz6w1Bb5r#(bClPk!sxDdZ&`%}tqK<$yEJ zXZ^w|1Ip+ZeH^A*ij%*jGpJY?I@`Z>*015(VA~y9xbjZ#Lnn6ZK8x71Sr6l=HH5V; zYvPR?UTHf`A@4K{H$;(_@ICYKXTaK+iHK_b9joE)NO zAV37^|1%kv@rQ96J!OO=xb>G)>v5>DIQiC;k&V%^!2UXBDP^6!j1aZbFFG0~IJHnA zd5f?*w3h$I8J}P)RL6$NT!i-9G=XKOHdB&;=}r;^zFRA`l-W#F|z8 zh}JQ_9ChE|O>JpN-(xVm5gZpHAe*Mu(pkm+TnBicT!kvYH?GDO>7h>x4hm4 z9VUm^&I_?Uk|5WJO&XCPVly`!ilN!rmIyJG>R*VKEI)>7U6T;l7k^GtK~g(vJOs1f z>gv!dn_q`QWA5qpM`UmievG6(sL2#$l;{xjO85|El%%k-w!!3LI+0XV!RvHD(d7VC;X=nR9cXJtT!%>jTvfFI#F979D6jy~CvSkO=ioyTEv zxF6u67NxT}9G+o9HkS^52-L$CyI`mo004%eI=zp{0c7u#xFB;j$TcUCHg5?u|1XGb BUVH!m delta 2029 zcmZvcYg7|w8pk_81rn8rAS??tXaZru+%rRT1%&_^Vi01u-%ODLv4Rj(P%u;zbP)?o zgs5O!mQk7EA`l=J@IvesZ(Be~D_XD|yBP2xlHki7V9aeDbkb;zTFEr))&pLE9i?U3z} z8(&5J+I7DBf#Bb7?s2v0gPUF-;U5ogzjMi>s>oA%W9xhv-Aeh?nRI;e#fkhCS(7hD zdy=0!UPl}>p0}77=@Y8WK#;{R*Mal^3t3Via>ttY^yR>2nnfb@l;-82sKlN8QCjd$ zPam(n7PN`yiMS)JhSob?Uv>IYUDb8hb3^voAdwMP?zPow=ZQF*A^Q-YTf(EVPd&fu zj@Z5HFK_d|!N0dx8dChTCzcJDZNP?JwtN=(F7@+>)*FCg^S6CZto&Xz#f~o@9WH%T zH#FG#^I;43Xio|9VI_roGiGos&^4#6?A4o@I=Li_w0lqfil!vyKU2gF=fGat1$xbd zyDo0(gNGwP&4d521+lliG-Z@t{fT)zaW12!@~(zn^jw=GRPF%=5?)vd-AKo7mMcbk z-tE73*#jN@R>0qJQ9J@B9BOU)2<~+#Se_9xPd?aVdHi5=F!ivF-~54`UDDRW_-xPBdm+cIF> zB|r@G0_&+m71B$DG!g!T8lo8U4e^Nl^YG-nXvsN70U2|#T?^wUR2LBW)xE7P;gZC4 zT#fWgf;JQn3Q)iuf^;vRN@f| zRfGB@qBOb4G-y}U10O7o=teQFsjXv%O7_|NX{Bok-V|e^Asz0B9QRpXA@wAxsYWaS zg7=lRh$PP(=_J1jX}`@;ig6^sAD$_hR-*9 z$BJ#!LU9knCd3p{+l_Vw&c@A#NUkUu+bX0wRWD*%RjWtO(i3Qt3`|Zu2IEguBZw(q zc4Z(&a>e6EZ!FWHI22#4Dn{g;;er@%?5gAMmC|Rbi&Wz_8Hyf^nT?O3VmP5sgm(qR z!;xXW2@*G25AE;n*wxi*ggB%I5WH;q3)F?qC7EDcp$bJzPGd?E92q*RTuFLutDqYD z3_8RF%GyvDZ-;UzM66VED3Qc5G8`$S(Xhj$E+L+xZZ>R3Oro)kaECZ=izL#iQ-r$( z*vT%UCa+hBG}$%;#wXNSl*r`TBhziDiBZ77GD#(&_&ZfK#i%e44ZVoGY`OuRi@h8q zaUS_wsaC2dUbDR>!Z)e?DaPa%Yf06=+GZgXJb!h zAAdT#$%)_%@aY_;fW>04SzJDa#bndj0v?yaW$}0%$`*=uKyp%ALQ>i{6afXGKvu;Z zLbPP#z0}P->(TPq>j^5N%#pyn)SkFQ#IAqKJWl;j$I)rgF1lgsRf9vxwu8 zGJxdlY&kR3~HlmKN^IrnL{FUT9>$XpFmCH?^_$hYgzrzi5eRiDk+ZkQ=4Kbbgu!qeddR&JYUm>TE4UoazY zdGjb^C7GL8|jZ8&4%@i%n?19$p*ocyMjHmaj@HeSk?_Vw&;5x$IRsMl_D zmhAA0TLXH@Uq#>jeR_LQg$HWAwd?6_xA|~gN96C*h5Ff73k^P1!l|e)3H!KtqPpRv z>R-9!Z%~YR}iFf`fY;-1r6#N>Mv0p#PtO=hi&x)MAq+vumd1h7nvY#ZD zs}ALMIu$s#XLe7CTv}I#7l9E`HRR)sFUz;>Tr6-q7npJ3;q89KpsLq#t)=wtpBJ+B zHjmfeI(l;2=~iD$=dS35n>+I#ua z5|-Yc*(vW_QHs`EAE>1+%p82NtJmpY&63DI&pO9VQH4KjxMNn>d>Ec@CN3?=Ka%M& z|M|jvb1$OBbIrQ1hT%WTu`~JmB5wWcTP7d4dQT+iJoA^Xwqu`%Ff4F?>h|p;iTn$_ zHgf}^^BzN|CZx!o)nAv~l6MKBish)LzhwQjwsV<(4u#I&`ns-iy20n!-20VpMq=Yz3-2Du)D1a3 zdXl?opCZyg+C3sVKJwzGWuui+_uFU1Lw8cV zgBTPh@c)q2w)-G~<%y;pBGB4y))H!FN%nR=GqW}OEa*WUyU6`>MG1M+Tz`=WCNFCC zgcQxfny}iC^3D*&-uPsPg*A!Tu3mX7J@gcixFL-A{WaFI^|yBs-%(J*5X}i1ENdQN~}RnSgi+) z!Y$GkYV=&K1DM_r83kRTJt7Yk!O5g?SB;PQ5`tgVAHl?w`*w5$Hb}omblc*tVq$s@ zT}ihS5$CvSYSjKVq>TmvSeTO;rdSvrDOr!+=_&{CHQ zno>oa2jYIRD+qpGFVp8@i`;!F%2&2ArLdn>RS5n@YLLkhyiH$=W%<8_AdOu{2yQ8Z z)V5%H!M{VHE8f$eE0Y#XuEqVNgX&-jB5u~>*di}qqcX``h|iIksWTB>ilPGR_X^De81-I67oa@^Y9iZLLz)HQ4)2R$iRGL-Lj1SYU~9zNjnF|_ zsNJLx-zf`rjs8lT1V#t)qo6Hxdpo%hSF3+TbTq|xn9g+%0{f9p%c`gvC#@Gaeq3LN zsRG}IL4zJ?4u?=Um^4V$WN9=2c_~F$zsnwn_b1_l zQm1TJ%`Qb1HW}MXvo3;vk)0-s{rE|wRCKz5kT;7@XQHx3f}g7~_`=FNAT=Q_EipN1 zOeD0^Y zeEz3A0l-23*+if%;4n=z00xW2M;|v4s1g=~Z*nN$3D_nW1K{)6rk5H;I3_%R#bp8< z6Fq>z7nl|XFd0l^=L3M`BL`SqY} delta 2124 zcmZWqYgAKL7B=7m5|tqD2$EvLqhQF*<0b(_-f$B|3<+;#0!1h)Z$>~QJQ75}0vBmU ztq2l?dl}v!0)iN;V2e7qh>D5~+OagnidZ9sY6o01YiZoSzV+>IpR@NqXP;B@e69RH zYuijQ79f?vCej&93P{{bbo5M2NQ+5GOC@rMR3e{P>5CDHgKzqq1Nd7Lk<-yBug0VL zXCD(Kds4QRe!mV+bT8K_r(HRha_9G_)zvS`a|23#BP{i*gn#t9IQReY`t{=TM}Lmz z^f5Z$|GId+X5jwMxAOG%Nll#+6cf8t~Xai%}KcInL9V7;vol2-Uwyz%-gxEl;3Xs zd_8EDgFld2Y-X*m*r%hF=7HaywCZ%O+k-Ow${(Ep^-?Xtnh;+9`R* zW~R?K(XM(U@!}2onWHx9gXQlY+E%4(xfdmTIod8bIFs9J{^Rg7N%locKxtzY<&CC@FII~ae;p6{QgbHUcJ3>?b&Yk^os1SYI{sv6LFTvN$XV8 z!l})AdX~VY(J)%RJ5SxL?-s7B6Mu6t_)u=%8y&1b&kV3y4J|yk9cnftjYpSex2T7P z!UCz?5x#linTql~by{=tFQfAh0s3%(8}V9s*0X8-U*fjcxaVj1WL+-2?I`_T9KwyE>Ime5>QqkAxK*R3F`ce#)*_TX^+& zPHgPDasNkSh9`^<^vQXtqW4b1ouMuN5RTC04m3?eB`IyhcQCzpM{Ec_K@&}X<}Ph#mmP~zm`(>k z>F1Ipawop24N{ELHh+G%Nee94ENPOSfW<0;s8Ze+^uPfL!&#(BsEGWIKjmLjsM8UgO2=3?$7-;&1`BtP*H9(N2vpGhWRRi&Ny;f?**SHINj-@fQQULhO-2qxV&U7m^0D za;Hcx&k9)x4kFa3N)t)K$lCn54!O!P+Yw2?7jw~f zk~1V_ssg9D3dfhtHOUu4FM0D#C%-I}33_l>bg%GGXXy@-GIHJ$f99>OEV>m_sLi6# zWwWiA9UlOt4P&N50|6$$VSuvTZJ3>|bk_3iUNK?<5&HpfSRj@4IR^rtaV${Q-i9$S zW`FKtQ)x1-c8s+#ouLs%1!#1p%(Wdu7SjNxhLgi$Gc-7W$_5#lIW8~4)X-7sAV6In z=1*#&0xY&>EmRtnMqkm1KPs9IE@!0?46*>=gYXj_3uJ5P=pcu){91gnG03867DDB) z7_5)G5xNoqvRG`*1;OR+eJos-t#koc{_$7r|0e|iR60|mGs_%umLh8qY(uANMXNK!K{m|Z^hzw`U!p6|K$^SjIMoO^%7 z>hh>nvj>Jkqmh|34xP(juxT7TgU%!~xd5BSW&i*SzY9-^%$DY7Nb~pOxp*ob#8t8| zknC=9-2OE*yPp3gzp*LZ1P8^iJE|kBr46SI{Z-(QIQ8H6lrLv0t}P74wZ!dzlrt!} z^3%)W>Wv{M?`1EK?0S5#i!(d(%}8d5_E6sQnW^r%@tLW!2VSjxJ-Vs+!4I_b)PCrq z{f9$+eDBW23pGC4zPfu$IrWLQvrpH#LTQRB+3dr^wyDndCqE1Rg!kJ4%JOZ307+`yPCD*iahTuq_@>wI`rlvH zC!!~^cvEMSLcNMZ&i$O4GT**1(U5f2|IjP!(n7ZEH}X>c2fh}>JO7oO+H`&U_R&X! zUx!|l@f<4twh>h>zHq#`p{i!hVIj10GpRoFh|QyuH@X4S!;>>v0a@|-_gpKZNev#; z#wDqt=To(Z1Rf~os}%tA`>+$m4<7lx@6L4y78V=C4h^Q<@rIsmUiC;+zV{c}&*zQ5 zlvpj9Or3k<>)ps8{?@k7grqJ%uc6#p-WQ>=h1Un?TLJ6#!u7G+>NrI|hVLOM+n&pE zZfKu7F*8fl<5M?Myi8S=Vqe@?;B>OJFHLSocfGze-(*V><$d~;ef`N8rI}n%@@u(g z0{`;x4x5wdpGVoZ=g$X)7rB$ZFgC375~%|3|(B<2$k)dICE+6LItRV4@3rDx$M(A;WV5sE~ScF^m=0V zLxyXiQ~TCV#+rs}%jef`xDY2YUOF-{wKxDo?Hq7w7HpZ!`NwHTLh=vD*{F$Xm(ua- z#V&$<^*ju8Ub$PE*BAA1=T`+O?!Je8Ud#5DQ$<$gQ9gwmXVsIjTdnSRhdX;d{UlvB z%`ekX-M%Mxw=JX=>eNE5NOFu*(<&To8QV8kqUjidkhxwoBj%Z76Ec_UnUpx&eDT+` zwy)YoKPze?4wvV`z32ie(%QW^f=a@k=YAre6@o-Ki( zx<%L!*T_F}i?7bwlkN6FgBZyiENkQ!2Ys7OopLZ`6bwxp4N*<$Op+9 zva`s>)=%G{ix3o?Zsvn+uI@4DHl2(5YeW9qzKSJMYf+lN!Ouc!N$!7k)YsQ zvk=@xIY^OdhOl8aQv|(4-G&(Pmn$H^rcdrg(2LTpA|kRK4D~4rV6;Bxn*;&qv%Z$7 z(b_l)&@e?0jDBlUm`V^&QZQaK?X&DMHj%VWB$!8*|jP$WTzM3JO#Z zVPklA?@{{7WZq~ZlEQJLBhlvuUaC`8+JSQwQj z@WH#T=V3^Ot;1!5P4~D|9=M;4Wy@w%4Fn8S4glM4sH%gC`6%wCC74<$k6(IZp){jFXbM^ ze)>#x9kQ4*NVHQz!-{h*k}!@Go2Oa`z#OyWkm;(DKunn5im?GliCp>6`QmJ8R9b!p zo)oo-PNg$wE0@M*G3Z>?FM*g?8Ji8@sqYS6ipTw7umL)CWgD1lEcz;q!J@6!fWPqL zGR*u|;B3}AP1PKPad2P7rqXC!u4*6%Ly*yc)yXg!Y%?IhI($~KRs z(tuTkP-$GwA3WKgIzvHt1`-><#)-p}6eet&$I zX7Kl);QQQho&b*{p$UW{4nRw%aU=571zGBXd|EJ#N0ZZPV{nkxm>i$);Y~LFhbA&1?a!Jv`mN5Ywix(#`%@bH%GnZS0<07 zF08u{!n)hacpeb0)cuKGUioZt-HQ(#Oj%^`jN|Tr*|tMT_-%g8PRlPDUsB3XJNZf| zOxCbYdH#AC=ap^>EULSbR_6HG>)KLeqBlbk@?GVgc{(>fcSNr~r|CzpO*xJqTzGZ; z1x-w9o}L=d?dd80$_4jG|B^R*Da1SwIyf-<^U<`f21&L$TkE@VVNc9{T5Zcn`aw?h z8}jILRtJ8P3Eh&DLhU>HsyDwOuej7GHPonTX4I$rrO^sW#Si35`xe6Z>y2f{>b|-Z zJ^4J9Z>>MQ^su7n>|9LAM8%w3)*I)ax?$2usb9llOig>Ye7F99Ho4{axO3v23tO+T zTfeB7>X*lliCLdMc1gU!ZcRJ$%TV5*UnltZKNMykvft3BI(XZO*(CBS&Q*_VT{CyA ztv!kNumi-Bngh_{h~-&36mO~{HXiCN8f%dsV>`XaFVK2I?hd%dl_sV!FB5q=Iu!CuJ0+$XmEaXegE71!AXk7vY?n znk#)t@^l|zEp(n}kYZ8c`QTvWK2|_IbXk`LV^xcdNE&CCADT=wkh&RW7ZVjM?C497 z54!chkcX~YUj=Ke)XZ9BB>CF_G>zm*H@mjA^Q7{^&7T+`FCv?6PB-lX2Nf>^$Tbj? zq-U7Xa4}d|-6xaJyKpF<)Ibvs$LZ#o@KA86Vo{HrW8MgCW}sh_>=@=>P3>^b6-^Ja zveVsri!XYDkS)dhOxs{Dkjg;p zxo!rw7H1moE9FMNCu~&hd_syj=}y2oLrIZJHhR zNga-oyU%=BX@IVhZV_(DuxjTLs$SVPAd|NXuRJaO-&=d4*)TrFJ7Gkc&l=Ux7!Zm6IFInVzhVFohzz?pxM-p{ NIEct#L?uQO{||la=}iCt diff --git a/latex/images/color_map_1_real.pdf b/latex/images/color_map_1_real.pdf index c723d349ef391d545c17aa4caf8762089c77ebf6..91c3e9e5c80855d19316fa27ef730c8cfa6aeec8 100644 GIT binary patch delta 2222 zcmZuyX;f3!7WRS)i6Vmr5T_tXK$MJRVlWB_Bp}f1MQt8RQBX-G5eYs-AqA5%ig+0! zh+_IKmRw}CfdV2n$OBn|LkW+fSmT5*)*7T*iUnWr$6FS=*ZJ|SZ+&N? zriwdRm04Y(6~o_sk?8$fSEt{k%|6L!|6X})wM>CShB|;17jUeApULcqxJ^wyKF z9{-&9wp4h1pqdx%aeh_Z8hgp1gZIguzAb(IX%*AC?%d)8cjSUfD2}R$*%WL;_-TmX%#Anihm`C7%`Kc#vKD9UUZ<&V|GzDF4^^>kn zNiFW!9)+havA%WoSo!qBwF@#0J^92M(#GGUQL>cDsb{C^D_5WTHKX1`{%CCJSnrwa zl?$56uVzje?l>O+Gq(NUy*t|5SiCge7k9;BaEHYyM^JItJ*DSGO_nk(De0N>m5CvT z6lLmUhHU90%jg-b`o6OGGROIO`O)64A(>Z6mWWT-VT?^`s6T1p^b|PjRxKJH zZ_tE21u*xPdt4+5cdxSLgvocBEu=g?pHtiV?W5b7-jHSc6rHkbNA@3bVJwf8RHPXi z>}h6(7u4GGa(a2gVKyU^&8L6=LjNd6sNGWp9B$)qc+tuPDWP zK+``;!N!SWlca~^ViIPNWRD0-qvJ7D{4C-5I=H+ySd|bf z!7Z>b#sJ#Ol9AhdFcMl)(N>_D( z11T77(iXvncvU8n8hFO7f}kd0Ttm=4?F4L)>Sc@h%&pb#kP^Bqzf6p@(&PBabrIXZ z4$`3AgF;Axc|*{7YujP;sxbo*;cwcKVQ4~r5jO0Jxr&I$$H{84tQW@b=)VrtNAST_Yb!|VHcM+h%2RZ}XrobK z%tV~reDLaDZFZMJJZxn!`n!BWkqe_O#%d(hZxRG`wnu_d3k7Iu`{aV#pw2>k@>h(*BBfD-prm34g8*&TVqjDr5e)V(I}bxLOeIzl zg6`HPzy^PPI$sy@{U%UnABLMLf@BtpdIadhO?*xGVdD#Ib^yrsR7^-Okf?B;%{noX}m-n5F?Gly9IdBsdNU-v}i0Q zgU(eBH2|Ue*`_BzoejJgkNp5l1B*-jgkyVpe!_7)8J}{jztM4+%A7`kWY3&?7L~@J zag^PS08vKgaz07MrO)ALR1TN(H%S+DHobNl| z>YO1mXV_+ivjLf|e1OB{xq?6(!0=5=%{rQzl?ey{CLjhX0&r4!#NWg_S(MvR33Z7l z%jfJ$)sKNK5hv}xDlrATeGZ7drEk`(oBK_h@3#^RiubjCBR<~CdxRt%gMKee_~)Cd z+J_8P(!HLR1mlN!1&b~Z@(M0nJddq)CpHP8HBgBV!d4Kw_7P?e`Oow*plO5O!+JXe1hruMXd8)w$lW^@K2xX@Z$F_TF)c z;CWZ`hAzapCg!__d}&BXqlR^$-SE5g(k~13o$Gu?dt68SjOE1nBzY3j?yp;dRYH*+XdS|JZh1YoWMYj22 zibpI?m>n?nfk#;3hoqTsgLAt-#eeX11nKo;^jY*LH-pzFD);!@y+R-GbbK%db9{(y zecw+7l+BpSD^|(Q4ZwGUvu@iA8z%%m+BF_{ogSi?;g<;EgDXV|wz(b$t}hY>Ht`=u zFBIlQ7t+UjG9@L`^!JxiMApKx8Ff{34()7qb9`+@nxN~}{9g_5qdy5`*=HxJFU2=! z*)QM8t?&1q(Baz+r}wW`UD%iKx#)Tbzx~G-`^~p>{^e8+*}sCfRVm7ptrMR5EnGzm zb`l^y@BD6qp4|qx3pth?fCX+o8HPU#U^D+yvU>&!aG(nw6sSfEarQmd814&#y!6`$ z0tNpE|49*z8lJq@Ug95fRBhf6c!*YyqOwa@E*ttqMO7+3zCr2W2}OC1RR8elrZ;ES zJoshBM>JNmVQ_YBxh$87s1rb1L8`Hu|RA@(ShhPX5m>O%zM9z zhK6jvhDaKTJLp=;EO%C(1@nS$>_IUj28>aCf?=NT4f<5Mq?L3`gxyy{G;OXX21)rO zEFmXCe3g+8pj0DU7`v$W0!bN2Z*L0|$L--(NNP!{Ak5Dv6Ydfw?{%q^G%JoGSn1Lg zb+l`&0~$_Jk(=n+9U3Z}-Ov^y?y_t_Bs&#N%2GtGqsl7Oz2OgB&}gy^O>0qC&kPc0 zZ}(J5Y)Q^EZJZ_C7?(>N$x6Bw^?~5*vNnR#WK=#>C*znpQf zTyj$}jOe!2^{78{jdfaJpef{H7<;OCg6MK({S%Smeuu}-XsUTp5N4(*LQ=ZJgptnZ zz>f7w$#X>`U3*ZbR-cYsiHW467->X=_4>rX(hz>E*v6^PX}=vhU}h1BK}sBgl`UOU zQ(d_f9gJlvf)JhMtegT%gI44wlx3q#x^_f!6VZXP4mH);{8I@;u2gbpQt~VSO9P#p z&_YUYAeN|X(S#y8(X1QX6`bQOmRfd;FdH9JS)*FF_cbC(FbaUNpOtAeX+qt(r4F@@ zk zMk;X|u807+a#WAna9*2*O*_t-$Oc(FmVgVYJlk;xkAX}+z4M9GW`7XGDy-k6q=Y+*#^7wkmY-k|JSD`m?0VF<~N21gH ILj6hq2JjFgjQ{`u diff --git a/latex/images/color_map_2_imag.pdf b/latex/images/color_map_2_imag.pdf index b4cf0ec61597363f62431130a51a854532331402..3c888722dc974b0c0a5ae878840030c788c5de79 100644 GIT binary patch delta 2087 zcmZWqYgAKL7B*;w1Vsr15klu8Aqj|iCpY1-qJWSD1$({thy}%|C@B&!genRtkcg!e z@uEgV!AvhouJr+mP*jSkR_Op5AyXa|iA!6XL5XAW5rs9Wt3TR!*7>p5xA*?exA$6S z@84g$4?5h>`{S4_A%o8mak*?BS0Dtq93F!w0tIXV7XNE9}dS|Bi zig{^fpQt_}8~af4>=YZ!%*8V6Bibv8>jCtlhMGIO$D1;AvvkwCC9IJ(fj-DTANWQj zCU$+e?wOzewVSdxcg%&9U)h&zI-P9f^M=78v8eoURz~kunHj3|I^g%+{-0jdO>J>M z1xNp9pAB3x{mu2lyW^WSY#y0zeRA-0bI_iI-P0rKM?9ly>)gwiO?;Xs^DgI}5e3#> zqg}kE=~KnG21v&r|B#zIbZQ1*{<8jwmMxn-ue+-FNSnQ{>ZyA1870a6VcE`GqQy^J z98=lq+sj4|B_Z*m{%romAH-FHfA#xERy`Bi>El{j_oJShB?}4?_W!4yA*sbEMrZ3KVaSNc^1L*;G#6!JXm|}nB1NV;N zc^br=c8`6b*KuqS=^rmoNc)S7$kv#(q8k-~!R<$U&gC}hF2!EvH76e~+$Y_=fe)^i zCqE=oyJqXCCTvZa>Li*!Og%KwechjIJGoFv%rhheNtg>|0~U5 zk6zWcU&&}*kIl`=2|cMmq^&5VBr?5LbES&;0!dG!=c?%OG$r*!BrVbw>09J}RvTN| zUpXIk%+Bu$yYfrmfzG1@tMTIvikFj>7ax^Jl$OfgRPFkd(r8Sy8w$1?M@PWmQ~0oW z^6MGOn&o+Yb%Vp7*KYghTXNL?OLsjRcb)kljG4|P4*wL;dakwh%;ZpOGf7p@wJ(1 zKTU2Mz6ke7ttS@asBON_ag8%I+i(5qHs5VVg84MBnjT^}NL)WRRxXE$0WFImLyN3& zWs~ISEs0_KCrZ-7#w>K(U`3N;cXZcO-|e`(-~kUSOUj4nVdP+A0zOfOHJi+c%|GK9 z8onf&L8ck27EmQvi>U^&Wf@A*!h|FAV-zD5PfNmnG(AUb`Bu#wDSu^CIIM>+XfK4O z&b5-H>a(j>LszK-#L;S4iJzocqD+?&tkYhCDu5nu1_D3Vo8GT{+SyGjD} z`qm?`2H!wXCSmEO?T9VTS}e7!YF`Rj{E|u2HL%9r^QH_NTPkf$d9@BIqOS0E$gr)t zL`v#1YmPK^xo|a<#_;v7kYOg%eZ)pJRH8OYHUf+B$8`;%7JqAmbn;94X|!YctCi5b z@O)CS9!|vH3$+wl3#94_JA!ts9;E*qYV;y`Rl_klBcj-wTa6Ac$|g-8f{V2NyD64! zh6dEJagaKv8XnOdCo06k9Q+Rbir2WkGldL}-trnJrZ|l-0yA#MmW=!?WlnrX{uY29 zAIV{HxNPTT3;0|vOD}ZbR>bf`Jb?Ab0dfGsJHxqFSk5KliV3*yVW9q+1Ls2mh3~tB z`rjNlx-XyOlEh+j^r3HXG!lmmy0}E3P@nMz=c54yu9BQteAjTUfX#Y84ivgdXF03p zyFA4eaJa5~0+7vq7w7etUT_7V9{1L%NhA`wa0oyS&y_<2@<8Vt`CID*ASiMUl)qy_ p7RM!y%>hB4OSjk@5f6M<<6ks6LB8Jb7AGY*1rtI;m!~8U{tt!pM700_ delta 1929 zcmZvcX;f3!7RSAULK3B6MkFOj!XQZI+(bl16K(<)VuE3kg_cTr3&a8niUw^0hC$>4 z1_UdSi;!!9fE5%0Yn)P4XvHAnwBlP;8cK_GLXf^kS?|M>_I&!U|K9tz_CD*JJvw9Y z`n`qL2_UekejFl$$?{_p6N!}2T^ZRa8QEDxE|E$U5i9wCL>3d7^^l04tWCPo(bq6n zuxwvR-HqWVcXK@gzmL58#j`!|?R&DzJ`Z4pZ~R-es|8QH-SyHgV{lI1yNTI9e!G?b zMc|{FG%&8;`MdJ5Pkl%E>HjL((>8gf;AqSZ+y$hsIlcTq=4toweNRg-f(AuTZ(Qc8 z#%W8proKZ%1+hdA*{rCYP4TGNaW1mdsx1ayBU9fo3igIW>sp07Q=jE` zk?oY6FjGHe@7s|-wT5MeU%XgjBavG2mqTSm-7KhXoAOe^1C#C8ty6Eu5+1&Az`HDO z>bcrl^s3cx+u=-4NXe59$J@d3(}|Djq^mcmZLDVeFXC%<1j&e0hEvI6F3;b-3SXc$Q<1L4s;Dn9EG(ypD!Pcn^b$xyLHqi>;C6m6?KN&h? z8Bcabv47-7ldldoleN;ZE!j>wNxM(6H69D!N0B>rAlgPfx#nXM>vJIT4jQ&yzt zUtlEb+~h_1vS&wEcAi?@BpSRL^X)(-x2iaRKm|kJOUv{{gD31xKB;eg3Lr6riP51b z{hQjgKO9C$_e!KqSBpmP|1fy>`u)6W0r#|Y^?>jv(~>tnRqi9VJe)?W6t&yv6L+i{ z<_O;_6WbC={x6jVhy-4j4ObmZ7&YlD9fIBo4?vUVvWA{#)^0gLE^9&u^ZaM$k~3F^ zUo2C8b;hA?Ed7FUyD9)aP9U%K?EA2PWO!AOJ#Xc(*)sj>r_lu#-bco5GLgfF2BkLC zE-Am@NwZQv(PlO9$aTolDkaSPC?gC$CqmZ`c1Px%z~Vb3=bUcrtcK z4=L8~e93FMU-M(qhWu7$S?|EH`r_Z8OU?{!Ina*wyysnexOG+fwv_l|bF<6EZeOT_!EY;!_a2rtmGK zMvW%9s`mKuO|h}n^3oQ3Co4?2-_w~F^Wf}EhwEqftq@TSX@+`9zH~#uY+K%<- zlqhixvr>Ets}i7_Lb9OqVX5A})#6rp3XGOb)gp0z2_BjltO|FQY_QikLpe>_&7$*; zZLoN?{H&r3mYJNBE0LaXT6-D#YjHS74L1x*Iv+m*Dj)MU#drg3y1< zAH$}+LIG+kFND*&qQay;ntuB~tHqP@X0jn78A0|*r{kq$4T`-f zM0-NwA<1S=f{5VN>$Sm6({Jk#j)DpRM$4zZL7e@VcoT$X$px^<(I~@162Y|03jY?9 zMK;{jor6v6F|HfkHFTkD=nu0D%i){|vColFp{F zXj~?!s-FQOyct|3k^0vmW)QIpf(x>!^BaD#r?Q>}Y`xiR`rkrq4&!egsEV8gyzCf@ z;Zzz;rJMyk0h+2~o)-Wz!H;Wcbdb&dhbq>hJSu}tRRJI75p2%lZmBdbo%JzxKApx` zj9`OQRrCS^od4n<4a}IQau#`PkhZv6Di>s^)C&miVgwuH(&v}R|6~6ej=AUpX>=|_ Z^>Q8oFjdRu00_&b(XeFlrq6iT{{q`S4%7eu diff --git a/latex/images/color_map_2_prob.pdf b/latex/images/color_map_2_prob.pdf index 00d2296da2b828c360c213cdf27fe6221a181593..53aa243f25a83c1559d03c71f95b85ea90a5e915 100644 GIT binary patch delta 2117 zcmZuyX;f3!7B+&CM6^N^1Ru5mNeDwTCxl6cNFYq&<$@3eMDYOu17#2dB~^$hDALOi zEMUyz(voYLNkJ^Oq;)J-5TX=8&0BqHBgF_pQB+>&dOuotXPqB=?e%^8+k2n0*RCpF zGhMu<%@ReW(OT1LCYqf-8YW0I(Ho z6ezhJ6_WWO-L!9E*F4(9T2M`_-TjlliMa8ccAyd%OWqrpNPe6D>yeg<)ZxC=X9J;I zuR48~7(HETpVnINXiw}>H}}~z%6P*5m~Grw-E({L_1$wGd9M=Z_PEnho>jc+Ha!e_o`FVFPMwr#HjmE

VsTqpN5_% zZcI1ke2eFo+|7OA_V6Um_LjP@Y%urf;}`FygD3*q=7y`j(H^Iaw+j~+v;X6@@Nq$g zZ&iD9ljqs0JNJZ-?mXHXcmL4K-;~jm#DZzmy9e_3L&8;n>Bl1!V1o8kVoa)%5#A zt+Iwcf^obMXw1T)%X)q3;}>7{Jxg70RBCPVQDdQ=RSe8?^>_O5ZW}y2d-7C0 z1RpOCkEw^lNoPuN=nmC6^FYeY;0I+hXo)2D=qspEpO= zPS)ND8|9DsX+uLQx6R2Npw(kRP7|z*?~>tch_(*$4~6*IF0G zOeTIsx}0h>9XZ9B>Yv0FDncS#iMK2#dt_UD+Idtb)urb>#T}h|oGEp`?Y*5DvNyj( z=Q}|^79?>dml*%58Bj&;UgY1bf7QvnB*V6|r%o(M)K?Osa#W;`3hU;eiz3PC!Ggox zN<%29)ce>z`~?i_Oh2V{w7Kl{7R;d+A?CQ>_N0KS3o{F+;n`3!5?}u)aq!>U_FJXw znwTxYQ&3!iJnC?DQM5F-tm7Ax{Vh3^@kwmt&ZsYE5W0V71)@6bsb+2_pH5y3{-gvrtWHqdGvZ;p%66R z+~EW$IszL*ngYJK5uiAjkcPKvOoo$2OPT`mJ-&bU^Bvx&HX~>)O~3}o4%RkGKE^)~ zX;%+HI?MPv*zpq&inYD6Y!fK}=}=cdx@5(1IFDaLuCr5;F!n*nE%gkf%hF0r1?-R} zM^FZK7IhLM)@$*C?3S=_ppP_S{;(WO!_3-g+|`#M(4WzZzvcX`WkNS42Qf%=i2=OYKQ2R?DQHLIZH#>V6B4en5$U5n2^h!Z!aNA>e60Pz~~=FCmdkuYwU$EPlMxPK&Z{?Y*^$B@-BVU7#ka9rl{YMCxH&hjb^NpqIR<1%Qje=P*F Z)E6#;?!uJ$@lbrM;eoJ3qTdca_P^ShU)TTu delta 1993 zcmZWqX;hPE8Z}TnO@bIe5K|}t6ZU3bL6IdaUjl;hV~4VpeGXfo2UHrC1RN^chnN;q z1qtByffP`{p@I@Sf)s~EB03ZiM{A55qaq5$GteKM8F+r(bI-lcz3=nqeO;zkSEko# zhO%H&$y@@1$s)4}Q3Q%-MtV*{dXAXDBTxwsXR-IAV#1CH z>u=n?Kb6;F`M@TH0k{B(+WA-35vL9je;L#?bcJ3oS$4~i|6M(Ib^h5;uYM7(ez@b* ze`n=ZL&5Zuq2hw+r1(klQa-ieLXxqWLNj~&<*hPJXhf%EHDPQZEK*a=!II-2Rujsv zq)GL^+arPQ&d_JOwK0`TYU|A=8@P4A#q)d*s1$11o76V-*D{sG(R8UcTJ? zw_m+(Jsx%Hn2gJGrT#YJceCTAzeADR`Qnm~Uy!{euMYDG-EC)o(>->n&F4)53sabI z=!{NQsk@Ymb}u9wW^S`A+D^c=&_W|!%V`4!`%A_q=#5TfIdJYI*@)FTHS7w-Ta^tA}kI?z+mN!qW!vw)WsUV+~$jvhDu zx~EhUGe2YO!W#J|O(9@axm-l9jtvG~d4m$q_EkMWtxkMd+ajJw;-r59=MHzjW0+@) zTZBivbB&xsyTW~rKb^2$u31}o*Oc07p4ookQBTTJ>ja>8q_$q@Pdz<3xBM_FeS2OH zT=ZjpmcMR?rtp~G=h^>24nJK>nK_zl5F!;wJb1S|IBv@Ye}Qwqg8u18sL2~?#hy9% zSC$X`1|K1hyQ7EgtTaQ96jN5sq#K7vhm!sSHKfcL5Y8h z(pw50zcyOcJ>|5=YP*b`9IerS()7Mt$XeM#;qZ>&EQ;8^^|^z!f>)l zGNy8<>=s=Yz=a|0{hFuk$A4}%7ymnZOx*eKP;j$CR(NlN-_y?Q(R?sQS*?AZ6jSFN z_PG6~p0H)#S8A{En7W>63@_^hka*8AC9DU?f8bjD=+g7M_kEa8HU1Zl&!42cD3JCp z*I10K3P$xooI>GN-H3UZ>_2JXBHEew)+S9`86l4UsQdWx@42JxpwZ;n2n2G^W=fULA~RdK9J^D1G|7xqo)Ds>x{K;e zM}3iDX*ZG6ac|{_ya7@^Q7q- z@JCFN5Sfv2i0XV*1e97C7@Zd)`hjwc0OQe?0P?N01xg*v?CJ~@MOiaz!Lt~-0P*q= z13mm?d#5_^f;0g_Di*(2hLa<0;9!g#+eT8GsPI5;bLT-(&+ZNg{7l*=tAHe0d~B_< zKlrW_9FDahs!bc4r~*;0k*gfE#5fYwQL1F1CrIO@Ujy1=Wh6E1!2xosI)$PaCS;sz z4LJU32~j=gaR68Wp*f64x3q-?}bazNdm-1J*U8_*fIe5mvj!&=En|9go*}ieszS? zca;hdV`(Xr+8f9Zb%X~^KGuORq^%^iU#wDjB=mhmC<#U|!$PFrBLWCI$c+?P*j=&P zX9W)$oBARg845zG7SAa0WF}4vAY!Qi((Yc6;D8{(dx-(=9a>CM534RhT6S!=67RUH z8suQ>WDH^uc7Xr{`P$jR-{AUvk$72$Dge?77o33}|2#KQ(C%I#V&SnfwpFRMe+z-p zXdeK1Cd(iOMK=~Nb}O}%V-z?YS1v%-q^F5$u?njif>Ns%+mtI|m%T)0a}FouU?27> z`l=9dksTnaqhDL%PA{Y7r`=Gcx*Re?PIN~dAg%*@48=1$AvPx^Bb^_clR&WJJJYFj z28~W<(^xbflPxcENBJdD=~M!BV+iR4%pZWwq0_iqIW}zz$6#;uGPqlHOe$UO?18c| zWiU7Gpwj46uKa5c6iGtkZVhEJS(^-8DxJ4EbbSeZvv<83XS0_|<7_ERrSW*|jSR{E zT!6t|Z?!3y&7pGt5dNQz!`%E@2AjuT|5-QY&x@{?W^dldrEe(yt3z+Vb&^Y!pYud{ PW9SSHhD7oT@W%WHrHdn} diff --git a/latex/images/color_map_2_real.pdf b/latex/images/color_map_2_real.pdf index 7bda2caa230e6da8e60cf159b9259fc3fc401870..42d8d1db236f75c96ae78886b2f58b8ecb690a08 100644 GIT binary patch delta 2041 zcmZvdX;f1O7RL?RAqj{Oh@xT*l2st&Wlx2MMV1f{`gl~yxJ-a45Fw}-R1_mipfa_> z1ATxnOf;$F$yh`o0>FT&hU_x$fYzjOZ|{^w4- zb$#S?ZTH26aKvl@SHj}~e4bED;c@wFzC z0GFy=El*htxQ`6}fL(sQCnGF3%@UE*@H*y7!oU)uPsJ(k`kbdfeBaccAsY1Dl8q@D zYx-U?()JIO-8v>UBda$IteU8F6RkPUUbq#ZS z&+o}2J=$RZL!pI;w7IviEQ2@tG$XnCDk+7f-RO1)-+095_hhdojn8nw&^05;x0^a3 z`BP?9?)JcMR(1zi@?`{$=f7gkv|q1Tb$%oZ^zE~KmXg~wV0O(J|GL6u4YWR@ zSaTzyj=~yod+^$+C}H>||9JM1L{Ec3}QZk0Ik;O~>u1gvNXJEw#qS zkzbW?ja3*)nW{Q30l?34;Hn}naCBBz&ZR@SpL_eK{X@{1L$VAuU7YoYqv1*)_9*{- z3$1i?t@`lIs@c^_{|@CX!bjns3Ow1HG=z|O;utvVNB<>4)DE0^7zdl4L-8~v~( zP~U$3cxh8N)ljbN`plQ3Ut%QvK7(R;P%X3?zd?ou>hh`9RLqPCVEYQ2LZ)eM zj|bO<>QREm1TD=P6P*)v@ zdCD~3UQYlmArk>6^?ausm6qSfVzscU!+{zW1%*zM2_f;Qo6ZH>0oym}n+!ui2?!LZ zqr-NMO{uRm^dyPD00pE6b8c=%O0((5#g%M!1 zJUI^R_xURfX$dXFd^x%v%Y*Gvw%syo^67BUI)4@UeJ!MQb-NsoJ_?t0CXKBDi|Gko z&UiFS7fVfzu&HIK(c%2eVVn%Rw&a{IbcIi%3bC#&E!G$sD{FHCRkOmsoF5KESLQL090J= zyOV0o*0&g(8}8EGtD$?kW|B%ORui@$&|6%^Y%!aQ+<%LcerT3DaSQQ001ygzJPs1> z#3hgg94>`3RTMRa_@SA6B8c9J^9~aV`7=f$A#bK8p1CJRUN~_~AHj4u2jC*X<2Xhb z7ZA??iTTqsfGZM-{vV=deDXekBbbKZ03yj`Qa`f8;c~c>LHv17a%U(?%i@ zFhi3_CZFg>dqNQx0VXD|;EO~vMk2{{giy@kPTQL@hm=er$b9iMj{sL9Kui-j8BqjC Lh%{PsQVj9G|Ghw* delta 1944 zcmZXSX;f2p8peBpB1z~F0R>Z$pb1M^lAGm*2r7j2CWsgkKtLGuP%w;y78n7cK}dk2 zY!@&hve;addo9Q^6w0F0KnLw%Pzq7BZkZX6P70@33dmwR)YC5$-w*%uoag^Ozw>-} zpRH}#Sl!ZP4>&+fFK;TF!}WrwN2!bed3siIdR8WtPi0cY)Y=e0s))M%sSQYe{^j+% zTfHtOpy$UtoyOkpCr7^moXo@o3G&g#`Y-2FrgP@HtvpKIL?@RbSJIYh@v}c9K9#2* z=$M=zN{jrUx6!V6IpL-cY4fQF8v6dH$->E96?PeLh}C>qLB<#CmmyEjt;%qAc5e4G zR`9E>0-=vh3()Hqrda;^$w{dPvoxyF-oaVU=le~y&-Q9On)FG`!c(EJXOl>t`mg*R zy6xxQfd)m3d_HA;G%7`MRWtLl|3r}|d|Ku^+yOtV6h3MUi7W6s{c1X)!F_!OC>m{* ztPCt=>0XGa(_-O{?lLYZs{dpVB9R0iB>wa99S2%ijLxRn&d~ck#G_p((3DB{=9e9Bn)58kABo25*yVj~!?qo}nC46OKKn=BQ?p3T&l#QfCq6!H zp1NY0aZLT8W6*NKv`O`qwd)rj-f@p}$oro7@(d=&{1pH$YCbI9GUmkk&!r!9@|EH= zUrJC|9Xoq=rfJl3N5EPrsr44>sb8BFf$xYEi(rv zPjod`*M`VSUGDgS@W$Es``GlvsAb=CwBW*jNz#@tv#TpAPg$`a?w^RQe(e73L?{-h z_Vf8mu+XYJ?ZsdH(>aZYWQ*-jHCzj)HDf6@&2Jjaer1);ZB&Iksn zEao4Q)t_Df%w?NE{Qmew;I^rv;#RaN+2p<8DG`klmFl)f5*(L|+O~y8(li*BRM&9c zJm|=gdgZxxat}99blQay9QEMZM&bHC@2b*cT6=v2oZXV4ME8pAU9fVJl@QmcthE6M zjxznl_1nJ-#mALBh~X1GtPg~_hcD2uaO-A7a@ArRT_@3V^olH)d$4^sh7%YtP7xf0 zxdH9;nHtG;Vu}dAuj0{kx!O2HRvD3)6D@9He8Nn+S8qip;cxNn%s3u*b>$YhraCTc)xVX=*6OnwVyr!x^ z6b4FCEjk!A>w(3R9B8`jmo-eGINN%^TH;7_r|FJrQ{g`8OApH$i3>?Z*I@!4oL$u= z63=h*BJZz}+_5O8=^hIXz)R%|D)geuu;(Q@_8rNTu6v`^AhPa^PIN8O-f8C^tb~vv z#GSQ1h#}h<_S}&PbUZv~8l29}+=5<^Q9m9#^B79H~2TQ}f z+zg*bSTQp*T+kAb8b6GfMH|kPR@NsT3jxJH3JoONFl$eW;Z7*Vg zl6p{zyKS|EN2*t`X;PA&3QI#>U9r!|gQ56wRj2k4Vi4)~!hHvG{KQhbuSB?mz$)n~ zYH<4nkt7mAVEjjwoF+}YT(r=G8W{NuES+2~#NQ|zX}U};N&5{Vt6I2*t{oW&65Bui z=$u;8Pr6CCDZ+hJ2WYy)pB>4KD+KkxDo|p|^J1(0*MI}GP2oml1bmvDlyyR$9+;Gs zOmz+1%VM(FAd3ZoT#(O!)aV)z25{7`)&QG*TyXQ`e;;Z(mH1Zhd0dF|jt4>PcRjWL zI$#6v)Y5gp)s}4>VuGN$W*u;G13~Y1vOJEF2eNpOTEEHL2Xc+Rm~4p2*`<-*{{r^_|s`sjE z)n3!*9BX&?=&ntnC?>(c!U%+?s9FP5w!^akm;v@iR`7g$045br2U7r(sG*CYjlDU5 zNzu^U)EU4Ea!>{c2*8`#nf!I+`kw#^dpj2Z+dmFW8VW{Mrp7J+&VNO54;RU=E`~0q z0N}q0MMD=CQzttB`(F{B>8pjIiKU%6fa5<_Cwt?srY-<&P+2hvP%EY$E&wKJTTlxk z|GA3(=PC`*{hxMN{{I8~?fY-{PNtyl{%xO0+0@zI)yWt%&)@z*_2o=WEDc5MJwO$i zK`$UPkdd8>i-m)YnVX9Zz{bqU$PVP>V&PF1<^iRh(-r~=X z!YV)-Vl)J67lb!$m|o;P7n?NoLdQYHSOH67kONqo7LZZV2)wd|KtT3#ucYK9p#e<1 z&{0Q_@V-_a>4dLPWoU_k%|@2O%UiTni$@XYRrod??DKqU`Td%djoJ1}8rRG-oS;hS z=gvI-rsoEZp7ML~>l(%+fPn#~Xq_Q@+pXI~U=p`S*3t1Bc&F$`QyL*u8QRy|tZmd9LZwA%AjhGrO3;QgYc13&Mm+ z*Hzg$CL)cUtX2tfEtwi{v0^fdBAzJ2B%9~mpU0uQ(`j}>lC(XPM2lWDH}kZX)vSq- z$oY7i-X8s;0Ob z<3`Ws>_V(HIezWLe1atP2KBZszKfa1zQ|LzdNv0a7LSp_W*+l1U|D;2iv}qsR7yCD zs9*4nG_ZIw!cVM%{oFO&@ADEAkL8bFf^Uvnul+Z#IU<1rKZG zuAKGWE~J@++o|~a#jsjUXAqmW(y_cUJ5(!k8&{>d4|CB8v*uDQx;o9>PG*9X=Y~rB zG$do?^N-ew61QG>;_~v8gnnRiOS9@1EBx14xX>gwwSstx<{<#AxNVZ*vpD2<2KsO~ zx%DWEh|(%)`X4R~V1JaNaRyrCN=WqA%7T;z4S1{Ob~;Tf^J1)Tc*fb!1XFn>DHz%K z)qU6-{`HtQzP1srVuBkXu8W6Rn#1bNO?3O%a}#6JhFV&yfpo=9NQ=i%qNx*KaMF?& zabWU`Y_H{eJPbUYcL)>AdL1jDp#}$n?(7vpMbbhTYOzG2rw`?AxOSdww z#^S--1(khM1r}k>*5v5hab+MNApw2DZxtggLfQ%n2qlYDmjp<)xOXSG^1lh5k5+o^ z-2q|P&={n93e%~`cHTkOF^WCi))_{A5dZt*w ziB(^eXRa&@I*NpgFoz0;6=L3tvf>Iy2CAVg-R>Y}R;YNP_=u@3PL1+hxgP!ZOlnm5 ztC9L0gK7)k>7!hMF zG@fN~#INNU&8*Zl*$lsz+0<54(?hC;G|fz74_lpwXwo+&M!GM3qnXkk?4#((?5kZ2 z(m{n&rSD$M)TOI-v~Z*FOS0H&>P1Mk&C>;NF6m4WAt^JPhw|o!TRcj%$?LqiucM`E zQ@f(#hd4Y+IAOEQabROSC60`+uVjnu7UA<-^;&c+r_wCdZLwJK4%1V(+slp2+UG*e zH&!iWsM(>X9N0dlIG(7l&2B_22;6F;V+Uz0DJB`KO+2KPy!F*X2ngd2YmsfcRiT7{ zqXD};fvuh~GV4txO>h#W$*_~h=ea~1dKuDk9-&esJp>ENsK~i5cAx0} z-Bmut>;fYdO6z;JovV2@g$CELm$bxhws}q*BO=30@)^Z-S+HYApVTd81G>#`xqGz- zrz|KhC$5FK<1DxGCF}?T0*Q3&V6?Ntra;XC)n}{heE7 zMrmdc_3P2LzQz@krKu0sD{E@f#!TmG$5Gj4hF$C2RoD2R!9sV*F@1|qz0`gdpJu#F zho6p^InRJD!9q2wVITE@0=EGuLD|G_YVu4{XcucM$NOkucmiW&$h=We=~F^3Vnpws zQY~rD|1zZie3}1;EB*7$|CbH0aC33|mq7hP8U8A@0lNRyvHm4d|LQoHIRIQN>;O(6 z7l4D48^FoR1(I0+oE+=`c1{)m2Rkc(otq25$<7JjU$I0<;?0>K9EF1t% zHXvwzHUK9xGiY{J5C)*yp!qmCS^vQT$i@O-2eQC(fpi=k8~|=0CxDadZwv@Ckd2e` zFMjNxIY8KO{`L8b9W#I%l;>|gc8<^o{> zlDSv`Kv3LYJlR0~0srC$!ikle1;7QuksVYY2+9fMW`PI(wS%w%f@Wg_#j=CW3i!7V zZtj0E2jL0?;mHQ-g$=al0GfJ6|J@URneu?_4NCTxTberqIJn^dv5EXka2Y_5FtD;SgV-u72wczxL};Z!EZ@>t*v{O> z6u`g&WMl>cn1r2;|8i!K2Rzf?I)8FzF8|qr4uhKm2%7i*!mgu#K&xPAJqXBt`4Z;e2Utf$3UqOI zX9FUxuPc9%=9K#4PPe`u6YLL^qInH_*?54yc&oniiE2*sycf7S^SSq&B!X9lHiZ#J zuS1hUv^gCBGch>;haDgL0-*^uF;NvgF+o3qfkBHUznJ&2l0Y*rgdB@ypq)cS7ECA< zDvz2Oo{w&lN56yx*tbCfYk=@4;1iN3GBX21U}Jmm`xHp%0Y)0ih(!seDdCT?gtZqg zOM=+q>|V#r<{o%3vowvDhsewP#Mk;B!A-31IB0Ar0{9A8al64_V{Hv$f}Oq54Y0~!AVa{1l7Zo&^{ z8uEP-8Egdhb<@dj%2#8g@4j|4bZE!`pI21d9YLGTzdVE;7QjT=f3$ZXhQi#$?ulbz zaSj_g!Rf-%RL21fM0|{DClQiWL^FVeySjKJh#{mu%Ob!fWT+xGGWn(flW4A_jc!;M zgEX=@iiZ0XkQW{TIf9eu>0Z(k_j?TM%-^9w$+UOZIETWMxsiHchi%m*-?}7yt z{krfM;vSTN`N59K{tlS`890E`*tsMONoDO^$d5Y!#Y_ryBgf5v*Pn(QIsQio4eWKm z*|EhD1Oyj1S5PN^F3-Ezh!EiCK;IIa0TgRvow%k z7G(@S?-{BHdUq}~6{f_RBA}lb8GULCK};0JMiNn`8~A+Ps$t{-~X~|egxYVE$>Ho8w3v3X6Kjl zqpX@`X>VJvq0Si$k&pm!J%Pj=5%iPNpK1@?Nma-4u`mF-6c`hlT4J-k5^oIPQCHZqmN0#eTY1U_R8p&BbYb zKlm6Jc*Aa!gv1YKDC+C2Spnn z*6np1IRT22>bGB9m<2QW8*<)60lGxik@zC>&w}R%g-9X~^?9u% zE-^$iqP_f{4ghbt93fc4Y4k^jxSXG1-w)t|r-6PDB(FIFrl>}#3V`6G1$0;v(>Ev) zjb%R1TR@c!=>DO*M1KS3fU7=&$~yL-+=NV4*y6sDhoq<@S~H)9I%^^wppm zEk5p|u!oD|RcLQTR7qaZT`FTD;2!a>si5%J<##Y*;NBDr>|-A3hed!t3Vgwpi(sta z3ScWJ@^u*&oVaK&w;J_QSSg1?^yep~r$WMS)3JWHq9_p8aiK@T;_qkSM9F)^3^PGl zuZ2|Krjz|R#ZgwS&DC%7nEdekKTe{ETn^%fK>6AI+$4T}>V1;5hVqWjrs_hw6!x&m zHJTJ`C))~oT;d;G^ShV)`3d^DQ5ZsCWO@!6?hzpRVUysG!gJds2~x#h5yRa3sjLJ& zzW%`aI9iO!CL{oyzv>IN0;*sAuJi@Vg#n!LEZ47yOOJB#rmBkLsv&>`y8cC2rdOre z6c~hlsT`t$uRo50-@jEkeOn21sbBKOR+OD;(3Kx~r!_XcpKxx>C>qK>r-F=Fa%cNo zh{EcRqMIhYHIA1iT46r~b{0x1mlH`pra_#79IJ>n;wGRZQY48K<0VhB#PV(S-q zr+)-5-<`+=_aw{wTx9VKM=v?b?EX$_1G^u%za0?V3$0kl|E=hq;rx7aelsi6rYU4* z#k!Vkp=isE6*uO@K=JX&bS_Ch(diHVoQD#=rE9laAX3DPL7ii_*M~d;8gB$`?2x1r zwJP+xoct&TQcdwi?ef^IQ34X8x)6QB96~iiu(DbfHdJJAs=iWp!Eg8iixgL0N3K7< zGGq?v8ynw~VoD%e_WNv7&{>*a>qhIOoPMxHgu9YJ4rm@#U~(lJx1Nss9jI%PDZJ zsi9OCaxWI^LdikpRy8^F5NPvLOeP|})Em&YL~OiN7aPF7?zCzoCMkQ?i_-2LQV#C- z-Q?>qN-g3+!9LP_4_zC}Ag1E4T3U>kV+Z{)P2nKH35ZfZJ9!IyA za13H0XHYao|IkVQd0MBQj|B~1Cq9q_-ZQS-!JS! zGJ>nGew$BDOGjv+1!s4QIy=M^ZV7YEcT{JgI#bycObZFFg-E@PZ0#J*C);=p@Fb5k zxoPhJl~{zfYj(=p8wGk*vieZ9t1znfhl4blrX$zfxy`dbiSaTcB4KUBj_QZR#Xs{E zQxln&@AFdT4jY1%B^Puuie^D8HON8dhTSU{yA{m@cM+QK$V4aIHgpISX9vp zhrgy88M0e#d)zd-PULlV%XG7|Xk*jDf-@3v+(9R)$RQE7`RP~#Lk`c{k18&z*~ z%iT?R+ohF>$o7>_;Wl`dm^?+`sdD`E;$l*#IGV#KLWg4Jr&#+(hQ z(Sz%ivBpe?`jkTxT!AmZmFY)rt^Sf2P7JTkz=}HHjae%z^Sa+plGYLj$1h~^Kv5Z> zsy0h5QiO#a2m4*6L)H4F1EKV(<}T&>JZqED);YlEUCC>7oB-Ds*}3voW!lIY`KDt- zI=c}2W|I6xZy>LcC+s-8_I&h0*!U1GwzOA;CF7T)j!i5IP^o?%}A)oy%TE_TCE5JDXCH%|v~K;D5mVE` zccDfzbq2a=<*5gwb4nCk1gf9>I}k{@-x9~Q4VNqkR|5EdC{MR@cZX(H#_LG8b|Tu`pzM)Z`ils$ku48N<9DGuP-K)9HT@B+)is9vxCF z;FCg!%7PN~ov_AV(5EnbWS3%@TXs6`L3}=V0`HNAG@z-qPbyH zF+AesFZlhU<|IGTqND6I1oo5X*(E6j)NB+ga~wPN=fsQ=3+RI_jwy5s9ZxBa*v0WW zlIwL%ziHRS%~7tyokG*eUr~(zxtUZZEQs0+jl5XI)o$T_t`~qm2r0P_`%|Yx)u3~| zF4!15P~$dlY?S6zPjS1OzBi^l8L1`9*TLAuRG}IROPOdGOW6En#VE8N=eG(qA{+P+PTu8&b}ctpxjAekBK z9g5-;r|%O~N*+q-&^Zg?mM+F;}`j@~a#6&|N&`a(xltO9=RUz^7ilK`@T|dVrl|LxX;@1+8lkriJ+b>k^<6AttH&p1UFa( zC}yPJk{jf;)4tRga~^NU@(0{iMLJK#kp-Zwrwt4`h2B@;q<52nw~kS_N#SbeznFJe4O2V3N{3OT*FGCh0I9Ejt_ys}GQg|L~;^yc1t^8c&LriTu>z6qG=f*D+6eF9W4UDk2tm zFmy%e?F8`&p1kRL(_Ik%i_bCbCUzPf#P?TQfpEy1h3_eq;0ODIL;FMBP%Y^=s)Vsx zGlz70WGjydX`39p{LJj(`_8-v%C0=?MHf9%tCX%X7%mdDC_tXn8=ul2Xk(-*7d=dm z{?ab#ZO&+HU5>fJgF3`f6MU<7A8IwOeTI(P>aDnGLLIOPzKcFc2fh<>J@)&)IM$7Z zDg8`l_-v5cy{1X_HcOt`)aP|00hwj~Of}nu7Aa8lc6ucyPeZs*!A8q1V~6=VT661T z65t9R=UAfrlWqmwOu2`!nYEB!PlQj#I=OV6@x)ugoKP`;y!{Q$ao$CYjqjJE74=}2 z^V}cCy*A`aJ6Wc)S2S)0Mo4;e9d%}TFJayiZzPY-YMBq?Ho$zBJTHD2Cs8r8NJAv z{DaIi&hgTBU6_6@T4vhrXp_+5y11*!V&c-5zhbhO*n|}mB4RUtS-RmBQW)S4=A{iC zqd!eDgZoNbr0k|qZ_qE;9~8pXlB?yvr!w7;!SSA?mTJvDFh>;_BEhguEILq>Y~C@O zmW2(pVP1Z2vXf|qohsHB9<|a=@2txql$9ipco|scd-fr_cTWy=^inYR;MBh*YclMd zIsY+&H_I95kwjs^=8^-hAFXt>Ca+o!Z}bZ|&7Rj}PvzsH7{EMQP-sxsPx`KB-MFJn zyY5>aqY%QlqWEkOfh2uCe3*S&e|Ma#KdNG^eB#t~ZVa{q9D{0R10jrCFW&Onq|44jZPMJS)Uj$H^S!iEd=5^lnU=%#dXO5)L_;^xjw(P^WX_-zbLJ#IWh+EbMibj z{Z!PKP$nqxO?Y4G(mwga=Au>Gq`Jaj_h+jK*QtBG04965hmzC7!_?H;W5*aAi_>IH z?u6H}HtKGvQ$B568-%PZ=JofDTHNa|qgb~b1g}j3(@ZPE=18iz;0FsLjzYFfPNQnO zq3g#hh*N*aC>HF=ja}^<7g)8!zYOta*3}m1QRw!KwdhsqDn?erf2WiPGjVSOoaAU` zY*c2zW@kJ4e$k^TUDIZQUYkv`7uTIZUW{n$Z?Knts;}ad$vI1S-mLkAh2oxuyBKVK zX1i^YA6~wIc*uU`eP{Yd7R~9oVLEAN`B}8B$DITI&6$}EB2y?=paF+Z8IG04 zcV_Vn(|s4&Q?VU&a|IyI%OqmYLg(*FKxAz2oa(KLYX_^~UAmX-xX^9YQMIkMEFjXKqhchQkVDVqHtn8I0n6ZH!SLi%SYmYq%FTUWko28 z$w-{RvAcQlDCIA+`&C=tax(izy53yr`@Z>n4)z z!#mtBR5exx;m$j+oiR&tR?3m!9fgfI>>j@4@hlC)SK$w=DaAXwo@kuS-R@~LX#@%e z-_4i(f%{hYVKZ-M2E&IYzZC+_*z$Ku#{~W`!SAY`jtxm?3aP7O*6PHGTYbMQBiQEb z0dJH|SCpqmR_VT_Nhhx=%oT^9G6T~bU+$zQVXOzVp~P?lBD&&|g;2dm*QcSv;PYLVV+3P?P3Fza^y+^gwG_ z-msUjobD_VYkms>t9H;R>vt`6E%`mg?hf@$TNt%1|#PNAzdY(W$t;235@ zS)+Dr$IAmlh6{_4{U{uuX31uMZ9*r~`D&Kn=tqIP9I5R4eWhAL7xsA;|IDP_HFWjC z`55M4T`o)VX>bpAV*3^R6vV z3VBbW+jJV?s{#j}3!K+dl`rzm)4);-c;C(I!5y1s7DMp$6VdhN;i)|e6{AhtNcA2t zKlQo)D&06I3O^aeoMLe9;wLdIMck{6wWht$SqL4|{n5C;)q@&5b}g#roTK*a4V>yk z%Z>Y%zS>Xu9rFucuQS7KKWUK4GH;rjW0)~) z7`D{h;oP+v297g&+XB(v|VH|!zh$>D&<3pY@M=^=gEx&f~GK! zY;yNLs@tU#OXq6c7AWdDtXUUguZc~5D@XiDK+J;lBEQv}F(YTHuiRv!WQ{j{bfVF( zW28)5xYf!Zp4niZX@_qrixtxb<61anOs{;n>6oJpUv$9N7$Rd2)b*|F5=TJK zH8Q2duXZNKK^5l&z zyI}hn(I(QQzo^d3`?2w-<-EmG zS?_#B9iGN89r7yztXe@{tQ1D{`$9u0ea&BZ$zU1mf<8KhDLyfy4rmpuh7gD~nXeZR zSawp1oLWIJ;7>TKZqQ8m=XT-H#+Ra>8Kvev$&&~S;9F0$tdr!he6u=W-c2qr;|3fK zI8|Mqs@D$&9%#%E>ymhL8LnhY!55@0X>^jHZ9gp-Oli<{37e?drI|UA3Rvkt$5X1| zPExfjL#-JH@9BQdjBK4+#<~sCqA$GS9B~p861h=Zily_R+?_;LOBU1k$1^D zT&PnXCDtdF!p^}UR>=&is$!@Gr<*FsWrz8|!tQr++>*n>J-Wd_Q|AndguERZy(k^y zs1jun^0%TT0(AzX27O_umb=l5>*wTK{@$LRhg zAw^b4>HDq~xXR{zl9)xJ_OOc;Qs6051Tp$o&-lAN7uqYvLKx4p^|Qi08(6mF71KFV zXS*_Lhpalud7E#hVT9#x(XBNrU)L1fUA7RqTe{IjP$WI=gmP|+<2F^JqN#U;?7#`q ztJqJ%2q`ECe86h(P`O)JFcmXq&3O3U^GW2I@5hoAGH8^Iws4xb`l&V%iIdmd~DC{gCqbYY#vQbL0N&mrN z@Z=YD=<>Z|J0nsBCMmqs@5OS))cP-%-jfm4cf4jiDalv+?z1*lU$(r*`IVe*gL)Rl z4A?!rq@A3j$vI32$vi0A8C3QVx6Q8xz62)`aZhWE1pN_3YsWPmhx-G;NXH_0!yJw0 zX-}q?Q0lLVg6JmMjK6DGV&N_40|n8g2Y*vUG-`34QRklpFM>s4>rD755!2}ftOS12 zH@k9AFKQR)FU8{u-D*J-tT;dobrZ0 zYLo)o&z!~+dN}7k3AB1Omet$8>0Aa^g&%S>_4RMHn+v}?j(8`;%@ekz>cpyZQOooV z!htl;+P&W`smfZgi7fSfh(OP`TE9HVYmvfrBwo0fkNqigI<06f+M4ZuTD}-W|A;5n zj3SD#-K9k>$-WUjHF<+b6IGr79d{x5u!Z-_;Tv6PP0o6n0RxkFBv@JZ-jXug)y~y< z@VSz!IY~2_^E$5K6gAs2wqR&H~^fVeN)Y? z{Jv+d7zG*YsJy2_Sb*BO2fbf{*1Yt=S#~ai-DK^H*dSB`EpwuU-enlC!?gpP+cTF( zllq^%~!kdwkZc^;yLk=w8I~dxqnyMP^m>#|CH_K~1ff$P49mM&p@8t2Yj#+!?jj=b{`g)kGy<_Qo&lqSHtJUSZZfrs$@v%#zusU#SFJ3}oF%*7UMA z+O|{?k-G0GUgs%{PT-lY-B7^GgAZ55(EsNf&Hes2snp-b6 zvl^2-w`6q<5H#tF;YdC7)%@Wwb4nYmr6kpU|JHpa(F)O-$8dXgmC?LI>AmYd=o;%r zOC}qC)}!`&$#tnaug9Z57M<8ZTmTBinz!oV8;L6M;BIi6h7)&H76&nkZnr1U2yb;O|vW7h5iNjWy1x#RP&HKqBPSi_{SoT%bXP# z(mSalmk}YlCf^RZ`Sse9dp%AsKQ6cMG|@HkBm&d<;0986rI&d6BAVdoDx}_vD`(zdTfl**AZ3_1td-(mkCeL=Bg` z*`Bfi$eU`l?v7|3lo83T$?43;wqqShSWqmJZHFuF{~Tbx%p zyb7z@5ZL1)CCP*`dS(mZUP!Lou9k>PhD>1gjHRZs)?fIxl=+CByWsSw47so(6&0_% z@X=toMk>n2SLwNQBdH7g9^Nfy!X$2y15kL`<**vq6%+9yNS&?R$7p}K;}VM=YtEqI zzh(Kjs`NJJc`UW2y9#y|@iuvzhEZZEbz1YMPG9q4S;XBTy0be8s`sKGPpbSjSwDyo zBTk^Ww9n$x^)QL?ZV}gVG>w>astC|OxAyzxUA&PVIbO{`VKlaJ%6IVqQx@XC0Bac; z8p_@9l7XmT^!ql>cb}cuOS>=)E9u;atp<+aLVNtKN*`*c1>c>c7-oB^7#;t$Bu#3a zEjJzco`=%jFqlFip(Nq(aWV8wD}5{Y5-dO2&Zu&f!}fl*5__AlN4C!(3FNx=vpf4n1q-)_(ha0DTO1zMo1byHLIFWMmt#37F@4?Y!5y>LE%JF?Hy65LbQ>cF;vsh`jykuAd#b zvFemn5+KtFqzxdG6}AvDO70;|PUgQ~xS$XYEbBlD^v6BS=akfJlRj_^s#x=$LYG;= z!To9+ULb9}RUw7`u*H#gF?ah_ZqMj!)-DtQVp}O&S~|f_drR*(g|C6s=UnzD#Mc@P z<)rj){_cIpnNp}mfyJW9Kg<}&boj6@g|n;)$D`aw;ii(3`5T%QVzeE9esyOExMr+$ zD&V@WI^DvC)HiLkm;`M<6tKN&R ztsic170;Jn;(i;b-FL*-eEvR5v5sM@C96|}{+Jpep%Tt^$WQI9YQd2+N(9Mi!;?At zEb|kU@Cp_3)qrtK{euiCYE~))nufZXd+a>b95$7@)CaFb6^YTJxkCPcT>^11cZYV3 zR8W`Yr>!qSM_A1tQ^o%F(WKz~6J{f;-O5KBfGov2#pyLlL&^`<^Q1-`oTuZPOofM2FE*{)@c6oyQ}`v1QY!LX56zY zYQ1o~`0V}z8(vs(4sF#uxaRA|c;c0FYb2s?5O20=PNnd+nwc~De1U#M}do89ZHfDDp5Pr{||;*>~w7_ zWTUq7z>1CHvek1~VW-}5nl4`GGUo2HU%jxQhB%=koWvKh{blZ_BCl_gw=*InoCeBH znA;PJF@A=EVg^UoMs0X2=fDV$x?PJn+xm}CtfL!DBh=jP&uEQ)QJoq=gTWT2FoaC zngREg2P&y1ewErk@r&Lm4v1+M87!N`;wur7HO=jwxAmq-Suu@xgs&00_#Jld;XFTo zGYP+^U~0g_!Iaz&amh40Xl7EFy%^KPkIWslsl^n0`r4DkU?uP!&H5u>uIs^-JjIpC zc)yC(Sqx_8_r5dOm$^ZO*Lkwi0vyI zK19-}CA^)D2 zJ692)`E;V@g5fy(e3@E0PF7#N(+S`Kv{bi(8_gD9cK<5hKV~69}`tj{_)w)W> z42f3zLt_i(~;~O-Ww~xf~ob*5j#!?wEcpU%lP5 zMxb&KtK9{9atNHOy6Ct1&}Ctvg0+V$7aye6jU5TS%c9?{#u^r9s}EZqKIBBalH=>X zO&f6D7Sdh~Kaj~%H3dX#UP=kr*$#W1QpjN^q$9^HFf&bvA!oj2-=*quYITuYtZCWl zY|3H2I(g;)fvjaq-VE1P%A%Pnrs2o;dM61ZxBK1+!wmx+*Ypwla&A6pZbvR>f16>` zhAEm(2}uLBdEndluy6G%Ob=tR+>-z3mm%6LQpiS=VeJkH9qK${0Qj#E(BC&qGkso* z7{1?DMaiWWbIF6Ghk2-pJ&>$Nl$MOx3hI+!{fciJG9ZTo6oUfnhxD+^9%X)L(Ru9{ zG$u8W${|^1K@HF&P4x5K#DVucv2ZyT{ zS&uh=cScvVP*#;LE{^eR-Zc=15uCaqS!jdsLa5BY}FiE^{45E*UEafrFfnyYyrBRW8jkLFsJCaVcNN~D-J5J z_LIEmtupE#Xk;Wpf$kF<&rgDVXv#36#b>}N{L0TX;cx}$#{0}V6K1{!HYYd`hmXlUiY;VB` z7aP|0tnQjatYqP**At`Fg-Qgd7`%0)m@v`deM{29v`WfKA~A($_4cHUMn2H;fb_5m z4gWmU)0v5udOzYLe}sOnY3~OxcPZsH$A8Cf8u?AmE0glzjnr;yQXs0vz-xh(w2VKo zThh+ct0E=>1U)H4m0+cX)J_4I-Lc_QQhDvw3LEqyt*ZFWP+nI3b*T}dTEN(0$1@)Y z{mGN`v(G@Se`U$xAzfkwUQ?@9Og-Aw$hoTy8UcMhg)Fy|avAB?ABF?*P_f4|amqdK z3gt@tC4QGycJDpJ(uV_`);{kY#535oBD2P4LQ?=7p=ruz!PXFPj1~oVFWv!r+3_-# z1zzl4$~lMfvyf?HW`ls1Omf_^(4RmE$Iybqx?aMI9;hicSwe~{`lAwwH!+3Y6|0mT zK*&C`LcA;)Q9(1CRf|bY9^+nB?QC~JI`w%|ZuVAn-r%IJSH6e~M>o`;_U|>%e^l8q z^Y|=F4#4;8%46Lx1Oy$fvVNjJjhIdo@YbL?U|cR7QrQiUX)l}mhq44M*|YvqS$Ko` z_Ggkmv)AQn^C@HfG~I?K`Och;^L{}Zy8a?xz{zF94I7suB1>)W12324myMZ|`mWRn z<}>E-l(Mto?1In;R#iNjrnTj(R}P*BAUraW$4vV2bS|*3RuARCIxb#lT}P#+zj~)Z z4V{f|*~Tu?-raiD9)f@YE49(9U%QF`D%-Z|@qkAf!X$AkSZPJOcowmYTKkW_?94r- z^%FU5+~f${B4LQ#)1AU@< zH}^$O!)ySHP#s+2Iu9+v_B5igni(+)&e=XQgQ8+ChO{%-0m=G?rcx=U?OcMP`&7tm zjG^s!N=!Zkj7S_ur_7l5*!G$3NTKz57Y6q84vfX{FTR7_;Rx)zynC|9757mVcY3Jh zhOQg*2+x2Yx6VUPccI2H4(UytzFhD-E0#ST1Dh85HFYpI(b@;pyXd1G+H|IE zu?XNtI5*R@n8&0Cz8X)_-_#$*w{9pPl^@A{?;IYqU>vBq!B|nl%YN1?SL`Btn0!~W z{CVQ_Eaj%*NP@Vi#`BaNK)Zxj?X8)hf4wl62Il3#qJtw~2gj-i?G4pG=*{PYV_pA? zu5sH~OdS}~M!UwzL+<%<(jpULvy2AYA3?I@Z^|uD;88gp+5XD0xR7Lyp?AlTU-{DI zp$8#LNm}|=IlE^42f!_?wWi1EnTpP9uA6&YQ*JwpKxV+158;-1dBjWO1<|>-=IRU_ zh61OJ+iHvxpTETqGddVfT$c;BU9Xfx$|z85))!x_QNM{S?AXm~W>r84?52RlS$VFP zbVQ~n^K<05;=AkbV02Hnm{{A6^CWB!wxc9YfV_3P&pXz@JFrecPO{A;&ob`{gdtj)Qk^v%~q zgI}l4aWy_MPt}Ie2?@%BFXLxm>|Ik^o-bR$yb7^=w%X!RGZcQQ;JGP(28P*@4Xgtu z2PX$op~2;!4sU4U4(80HUCf^bbJ3_Z>b^|qW64y%oT@|{xtN_OTGEO<95C(j=?5ud z&4+e91l*UjRG{yTn(C~t1o$R*eDO>cM8Q8FxR7`u-GcN@+!sfdT~IG=-J=W&#rJp; zv7KdS-d+Je3LL+!wOxH~h3TA#LY1Vcsr>!cUHFlRpFMI@h=DlwQ=->kJY4SW%j~*B z;k)$taQ<`F%didOIiDXqv#dBhwjPJ^^X-w%4tf(iJ1i|Hc5m?PT35eS|o5IfR_+zKa6VnpQv12f<{cFRCopZkvLjVx%bX zXA;N3 z>g7!1y@w z^taO6XadPo?|-0Hijg1sU=syMq0C{mLmm`24I{eQGL$M7hH7BIwW5ckv!nR6%Hm*e zG)wIDb{+cKz?oV>kGveQ#|*ZpqD}H5V|`&=%P=$yv`3XM1J<;lmQ`<&i|eq>LoU1x zLwn=k^jF&jk>Z4qMp_jxeU=4^yk++3uH}^@IW?+Hp2)9^8zcB-?VgkmQ^D80DsW!*lgRR}L z8uq1&>?yXb#oZ5kjS8pH>+^a@6srVa@SJ=qUsEPVR`RSl&5evc)Mer5XUn*cMQK}m z|2si>`;0gpjvieS-Ap09&-9N_iS-zAIdK?8A|5yGsHXiMDXz;-Z(|0pU+U$n6S@d- z#Zn*&TSRloZ|aHRr^a@&F1bIz`31|T9Znus@xbA*#|7ftcb+g;*Ev;rnd^kC4>@O% ztE0SN&>cMZFwcvc2Jz;sYd5ep6)lLWaG%?>c;jT~i!w~R;;FjMK8pVz06aj$zteeN zTL2q|_N=iseaExrojgWK^%>IEvxN1+Y9opleA~wQ_2vRUBE9wn_~~l1hL@}1JaKD> zwu^AT&sa(|zI;m!<*##oyNY(bh!8m%EElV4Gx z7Zw>SCVM60bFXwvooDA#(}y2Nt6Uv~h2_o;?I;nGX311dzk+l|D82nCUK}Px~)LS$oX_)4s9ST)t)^i4^d7>zBMLcCYSJ~Wm-)kt#nfG!0Q0d4% zKn)5;!6Sp~Pq}xY4kNLV9kL1#M=KZtdos)_T={!GbSYLzz%ginnZ_*?Zmj}7Ri*M{ z5BFLq6{Qrhk7m1nsL1X5Me*X(g{l%jbVIFR18drB5`&J1P4Ct9eF>df(xx`vok~i!$)swGdZqK~{;<#`iQY)B zY=NrtE~i2V5yTz$8C?G4WY*@<4Q%qBs8qZm!`VNr^UtOjAT11I^o%05rv7Ppr9(0% zFIrZbGg?(g9oo^R9CQXVyN|AG@EnODaF>>?=Cemg`)nCqQaE=<9p%SfnRG1X7>@VU z9owlW(I}`E5i}BpMp~kuDv*dYe_U!CD+3q^js$cjHIwFEm0BgijAIqS*UY+0s!`9^ z4b+ep*}eWHf?rM%^4vm{-Qbek8hOm!%W&+O4(y>A>ZC}0#79oAxk8WBz z9qCuhc{lCGp=JRh29quC85H{azZEHev}j)4ZaXd?WChaAsk*Jt@JAanO>!GPQ|mBo zU?tY>MMdDePNzf;IuK+`jT-TcZRNJEg%_PM6P{VG>}=d~Xpc}9o?++~N{Gqfg)y1x z&?=`--;N=|QxErD?i1&KrItZlQqhU@+q^q(vTn=6Lj>-GKT}qrZ&w($nEL`Nrqte5 z2cfX{{Q8v`Md7NrY1gT=!xS!jyS7yG!cA(yT?=6W{GgHF;HX2gXR>rx{ns}qEsIy! z-FoUkbtQToZH^JdR%x`7VKkN0Q@<62mK8^EFUDq2)wH8{A9ivYucj7f*J4NtBF2Px zTEubpP|#R}?Xyb;QE;F8E^Ts0OY z{aH~zw9&Arm))Vwq2qE_L;^a8delO-{RVil`JFmBYNSCw%@=!h6*>u9iqDxcF0E^~ zU;7+h>-WY-X?=ncOm-8`43vH)cfx%zVET;r78cPE?z* z#Eg=b=K=f_j$On)j*+Ksl?oGsNBRv(Y+iGXj)u#3<#B@yg!i@rQU0n2Yxb(Qm&-ab z?*X~UiP#z5Ij*=W+4=CZNnU=Z#vLU?jOfAJLuV|c!eYLYyl>8Kn7;z`+tuP=`;@k) z%L?iC^>wC5dP=FZX_tGBrNM1UJB`KT895yK-POthIKL0~q%q2#mnTf3pMg8wg4utj z8d^r={@TbRb67x+eOAK~Y8x+bav>u{kt~}+AWPRpgecuL)RdbWzELBdlvBQJbo$0u z%wR_*0QYx^WqP7-4=+PybJ%KB=ozhNEpe@X!OE=srqk=?6ckZGY9fd-}_;7jnY?Z+A9t1Un%GKaib=b3>py#M=@35 z$@peQ-Qu8w8$~(6Xy?kfKi`G&zf~t7lz}M;Lm1UnR86FF$}mY-L2$+wADV$pV2_y; zfJYm_2^^k&8)LLu4U_VX1q~29;CR}}h|EQ!#1~#>yV^K;Nt=p>fL7+?dZVK^#nVXqe5L?{D?zgWeSmFtc57-iRt_&u<$c6W@#VyyW1T33zeBPGq5IG$j1a_b~eh)2=Bf} z;9GTwrX9Jmwl6DvaHN^yVsUijg{Jw7fl68Bm(OBQKC2_u@t1tlN3_2XD`8fOKvtDx zz7A!k$wwDd;J?W?$9)d`R*2_i%x_5PbjL!M?17dqmOXva@M2lT&8aUEb+@qLgxt(7 zJq~_q(rIsR6ddN_+Y3vBUX0lO?gL&qzhH&X6!=BabDR(xezD!2XvC?eVe$%Csv_@v zvm<%c(B)0}wDMQbIm+Q?wXKftX}25}c2BX6rQ8hn-RWz5z%%Vp`tL(wvD!vxGg*lp zO%dN0spY+;LnlFx0wb`j;q7(9U*!;so4i&qW-oiQhs7Y#6WXS2q%ck;dA%xllP1{O z&LPEn{~J4j!*MdEo(^x_@66Krw>?mi(FZk6ZIp{j8l$dx9U85%!tn*{uZA4ki#Cm} z+R6S4IA+QcbAcVHwnSQ?;L>N=jOrx`5}S^lR5c6Tdd<4mR3qEQn2f|XH|)hNOUZa= zT)An#lt2M#zPk3M?Hl@x&vc1m-8qSgWPr_0K<;1cyus>csYek(gMm$_B&ZzUVS~}r zOhyBAb!Pj5<_vPh1rRT6onqBb{I)enr$nYlO6gc9$yximit~p0lJ^TSot13Tm?COi zymAqR{OsYuH(Q~|N#y6DK>op83&3+MDW1Hm%NOwCCt;f2YAsuB#lBXS#?Zip&u<+= zE8E|u8&pV~!Qpw7{K7(6C(IhQo~uHTj2<|rwupXpJMOZ(UdH^DD@U!WQ?Fn%kx5ig z`o{&`$UDIVms{7Qw~8%GGn%%uZohRrqWh$57bhrDZBAS{4qlyVz*}2e+*%=Z(rk@g z<68>Z8GN7#xo1ptOJAtcBe4KMiH-X)5GypC&SlyQtcvM(zg0L%E=VU13gp(h+5|wi z@|Q`1VR?p#3#p~Q=CPS`T6@n!G zWQR=2tyyon^CD63$X%BVvkm4qrm|+^OS|E$Ae1Eig2v?R<1buxdcv{pm@I}|e#f87@^Uq|EE_a_=NTV2WRex&O4iQCqJCjCHqA%8t#>LN7c zCIfaiaDs+fniBNo8i>0Pyq(s2^NR6zgd1g{zMo&|KJIDz%+I748EQnRRv0$o*YA?w z`3z%6NrhdmZ-$vxyzPn_8b(2nFxVjq@llQOsnZvK{#`+N8h+d&stUiS%oXa!`CE#{ z3XN~iW>5TdOQs}!rrCm)g6(7 zq3Ut(!7(c_Tw?`H{Z9|1hq%<`;e;^{GCkyk{?`5_IX0uWSorOh*7s^`Y6A?!jjj~fd;(R+=2JK12f zGqj~6HTkXm`S&8MAe(P!%z^wNcb`48avH-8!~>_@ph&z^V|~5o3%}xYCb_xc$1pCE z*NQ1K)>vQ@E1OJqE&7hU^;ix{g+Vh#3hQcCMGo%~vrae)^Hb{B`P!113V>6=P1JsF z8GTJeix{W)^{Crs@Ujfy!j5JO8Ssm!s7kfF7xUhPj6pb-pzSAkQRhdmB5zM*k^o$`*nST38WnouFS|;mk3*-|R??!j9qaV#)w% zeAnQMs>uAkhy$>uxdA}?@h5$uTQ$-Ahc7bq2)V>;>ggQv0R=~*CFiuY`w%I?Z|I6n zOihjkuH5LOyjEe%v|O4@LxdTWE8kDlxG33~MYW!brc;ePwH~y;f1_b1u;WX6V!#4G z%*MZ<%Ka;wZI!F*PGlAg^viKmA(`IhJk~nXCU|*V!&rxDhgZ}LuJlh1+3@uvFtgk9 zgy^#sr4nsV9_!-ZYY4)Z`ynghqZ=686dQmh3ULr-yci;%QGydz0EZnY*5*%i$$B{d ziY17d8-ew>i;YJbPTI8Z9tJEC?fvjA1@D4C^=xM)oAI3vN|yMxUYQ9uCOXqoXVDpy9XNcc8XIq%~_XIw_T&Y!VYA1$Fj{gqv!qd=g5}L&|1FupM{}hi#TfVh;u<msQ% z9abyoWnDz#Gk9gS=Ttg4`83!wJIFsyPIZ&FWBuaCfH;@VJFHdp+vA~-zEuZo>`E@LSe(|@7x2Xlnzm)&tp1!d2O&9hCftq9_ zAcvRo?hgx+8+S$|^#d&BnE8fy`6dv^+GFg5N9uX?W3s9cj>v_v&_>#Hq5_b>fP(I*YI z=uw@(!itb|ldNd!FXtkcA#}{pEx6Jlam>4pfv~xQN7VNEvOvzWYRRP&=Uk!hvVyIg z@q>X8>iAUVcH*Z)Hj@?~62PU@gZ~NUL=OtdX~t=f7Ax7iCKGZ~a73y|q3HTW4#G9H z*`3h0O)0HTP%N2V1}yE4r*&H^DyJ$_DFf76=zf-2& zCJ@bRVxiUr%UlyPL=dxJ9ylvAnO6)7kcmCz-kGD`c(SWM&6?BZv#Sj34yI%3n;7+o z4~-rjMdFpgwP)Zkk=Pwx@ky9()``AgItcapZJwW00)ijwZ(!T!C=}m@cDf3R&emC_`%yK6vJ5p_>4mj9%aftxr^`y9m z|MM`zY$kKte|$oVhAsVt5g+ru?Q#K>rGHIs29ZdGC_`0?yD1eD0JSDw%BmPgNAT@k z3rJvwmVDRYtJ?1^<$n=cGwZd{6?SSyr(G36(rsE=Tv%b6`7Sw9CL96(Y(nazs{X*GAsdfomDi4eC?uxm5O+z3)%nghwW#BKYUVB30`>5k(^KAcKL_ z_@E}yO+BBpqZ_KL_9@j??-md-YFx@u#9CWAttu|>yj6;VWC6KLPt{(T-$;s@!Ok+E3M%U|QOUz#AH3iMT#poWn87_w z!irG*f;bP!(U}HcXxY1bBF@FSI_C3h`G+V6Q_?dL!E2RU`5KMeuX_eaIN&Hy zD0p^s^uL!wx1SCP1kIhpS>p|~ZFWqZVHEKNaEQ1VZ`im;2pSvh^JSTaKt!c9qyIM! z@4VGOIi7DzZLwREPASl+x7HX52fyD;aviGO*TQ}7@fT{m58%I%g}7Inv)Fqn<0O}& z0o)^7e(~8xZ_(bix1tH&`*@uxCr?f~ks&a?>SJ7A4K>iZTj>3mVq#~aI!vNQENSvT z0d%SHzp-?+6=Jp7tyUilu~ou)X-k0aAe_c;b~T~nyX%4Yt>x~;154&wi>qK4hJd=C zuSPR+j;}Npp&(=R)hP}*q5b>RZGd`}3N3a}fI1uP8slx^9F+YH!PMFgue*}#gRVKq zS>wR+vH9y$Ww;Jr`74Vq^>(M5-nB{LhhJOGl5y{^ZMItd2Ppi-xiaeNGA>CH`|if~ zJip+FDfuZc8^(6BF94vtp_X}%Y+zJPgwA#QThSy^pmzT=77PL8D=ks1MLSQ5R_2V$ zV+k-onKJm_Ab_oCbSC12=6JIWu^rfVPzOh;ugbMOY6H3;VJ2ym{V2*Kr$oUwUpw0y zzv`{zo*1bH66r|hq)CDs8w_u$CfT@I1cFtQY>XqIxFV2fbUr}auW@(v z#&pU|^CB=755j?l^D$`Hidpu#pYY|LF&?g7VR=*)*_fnl^<~XR^|=}cUt3#xnzruN zS4x&96@bUmZ@o3j$UaJtWcc7AL zIs>{ehTV)f@KD=u_-`BW2Tcx<79iF+aw?VSSqlo5YXBq-cfi*81KP3UcrPN!V#8out$NmHihV^y+B0$(pZKaD5!}9MG1NCD3f?5 zMbqWNfy17ANz&Al$JQ29D7#dfMuo2-mrD;yFF97&w`{KXr{>ECIvHpEFulA&v;Whl z=WSmK`;oKDbYowfKzoc&);dB3^t+$b+eK+xA!a|;7nq3oOc<#$10WlON~+fl9hze` zOuSE{sM*<6@wdWt+~B5bm(>KbIaxLX?^I{~r113rB2wnO@_U2Nf%fvS&5y=d*$3dv zd?5Ninyu}e3VmWFVA7#j8k|bl_`QP)GoHTD#jLI=E(9#pxT~^*aI@BUt%S=H0a?ua z9;Y{E0fHppwuv@gPQ`g)GLP=>fR+hmi$x4b+DF#`4H?{*?!o3G$%>6suQ_q5q_AGT z481kXwj8B4z^t;~%Yh{BsNu_jA|G5Ds?QYch!wcd|GTsq1In*)M%ipTO@3*5sdbns z2_VjEGm>fvNSA1H-w-~zzY(&<71GpUgDa+88-=%N#QG8T>XF4drhGUSz7=AAtiYQ) z5rxcb)|q5#hgEUckZKz&@=r8f%!S zuNRsrY#J1cdo&?}^J}6xMC1>F?;VPrHwhFMh|*<_I&jZ8I#&bYM!DF^L^;Y#0ghp6 z%uJP+c&-n_(-r}JR;~H@i)gm)r35=fG~fj*Z}$Or0KQ$0Dj$P|Tce&~)u#)0Zz87Z zNsjuZmjS8ZU*k)To0!>IZA@=gR-_xxlzwO_cBB@=I;d^qnMHr^!2>$ta|og-T3^2; z=h8|NyFJV+;Iwnu~1uIraW@WIZuUog~pja~tAzSou1W2AWoG2>vWZMq)nieT-P zW|me)?GCDes1BpHhY2+^2WWbM#T!&xL!f#k<>*#{?{bOA`|@c&r`{Sri-P z6>h#GoVBZJb}pCtAd-B7R}})+ep{ZpG4v zwfau7lH#@stit~$5+)3m>joqi22O~e1epQ|1;8;km!ifX!1xX+Xlq11RmG0qElWP{#tz^9Ra7zeJVkI5 zqSjd-XP7NHWOq?FX*f=wCY|idYXybc*>4pi` zOW=3PzP%%VQOlmd);lh#l+ww%{9U^4@*0>@m_xTH>B*D-55jMFns$0#0plq~Ca@CX z6r?d}&2icFphvXoyADhs^N#krIf0~KACBgFaVHPsWgkfLwRtinqDKPO(t`w0R9AqQ?{PX*K&0Gu(dsLy^rk~0Y)Im?W z`Q|oDcSnL*sB5H2wI0TQv3Bz9kl+;&OSXaN#}rZ&dw~SR(BQgj+F#$s5_`Nmc!3^eLw3(~Idb3Fa z3S0l1@m!dK2$YTp*|`XuYj&%F)$|J(U=!kk*f{5{8TSL#BvCDuaY}i-f z6M@umUl*sPZNQY61saF{6Aj~YjPw1pdw;wrWjPn8sTNz1c@7732bgXPI?G89o6v*< zoBL_AB0Kby2bM}vRwg{;v={6eY~1g>+X%DIX;G#fRZu8X#^T6)PBvHr=p&p4Z0dOk z2>Zg(Hwjb4;T)IsV#%hkZ%R<6KmVIyL|&$On!rGS>n@!w&mDV74tV;}Z_9GNk-zWP z^*en1&ii{6?~gW=fRb|vvIm>_6}dyJYyTyQtv4-pjM-O$Q;b3WSVQ-uV6qUkqGUh zFKM018D0@kLb#tkxkDcpD0DaGd zQ|AuW0LXG{D&ASbx9y_I&K#inVKThKnd?0-0u@w`vrDOr3GIt~{EGpsE>Ed#{bcY% zL9coc_4&zfVp-e>PV|Z*P-#batD4BYE?rul51>p1ISV^#*Dy7uG+Ionci+Y5)b{oH zY{B;yWutI&N3u|NgnhoX<|kq;ykYD|xh!~C915Gj`J7ZWiT}Ppp~}5zpY}&uU#_t? z0|l~k1FMSx+Sf4&6DCv1(%1Ovqt7{RIG3H&-oa3}-F@zSbC*Yqq&{YBSGHb1F;i#4 zJyck(9>Lf5wkllnH83ke;n^5xcPe4FxWj02AzPUkBuK(b5RgaFuiglIQ_!gn=zev;A#)~Fi+v_+*WKNi_-B&S(Lp12uq9+HgEREjeV~Ve z*WzG?(UEY>aPY^VJbRd$d~#U7SBQ#B(u@q7(~{?tHB)d?U9EL^^Y-5?$ZV|x9di?lml+!X#c5#!L!z{LPDx8Z@^}^eI%r}Ln|NA z5PgepOV;K&wkJ_-o`Yfeg%Kw^D|L{TMVttUu05g0j+m?0`^xrxzHF~9E$h4(Olffo zW_T5XJR4N(X!;t_wDj`P#);tC64+F~D74NvuKk?+F42!ej2@*oP{h;}argOd+Y{CG zC7cSAU(k$;NCDtQncZm(Mg`M1Dc07R*CpFV2z!%WOWcfB6&9qxU1!UO1$HAqvRyaqK?!k2oOynB_ zt9NS}-B-}sEinm=<(k3bRV&zsE?s+Fc9*5ema`_7GJ0ykf6qQMVw72&;cv-@2kS{u zoQ%hZ{FxRw|M_6hVOOQHL__5#fRsO3scu)99jC79&fs%vGd*9R(^o^!oZc2c5vNvl z%813GK~F5QJ^1rPeOJ%?mqfkG1;C=&Q0hojBt{+U1b%b+;t-A66}Km*S(WzWEwX4i zdp5UWcfFm|!1O#T`C)GD-A-zw4yr~XuAc4LH%GujNPn*sGu1or&}KQ0S%(CA&Y+Av^5l@1mnwyJ;RI7zGmLhRu>3=i>sAKgREywU;oHr$^7p(< z287%lj513NG~Xf07Z7Z}3Fu6g$LGCj6U8E6`WAR)#k48L_K6GZZq%pgfPLswW8WT# z?L6?wFW=Z!k`bW0NKO~f@`D{eWNM4Qz@+~q{Xg*jD=@6fj0V!Vj92R?dSBb8KTDU=v>Gh!Kb>ztmxz|Q zCgB8|={Bpak)iK|N*gZR2G%bF6fgimiT*o(t{3A}ZNlHL4A*kSKd}C53UD?!gX-s!@0~@2rVR zkYJjZF7ozM%nQ2ELe(eojr;gfxRl!SQZZ3ZV3+u^LG+Q z;9i-DE?5O?x+Qu5^h`>Reh8M|?=u#lNvGwDb065i&5qam0Q%M)ZX*sbn#LKEK_JJr ziwAjXqKe15v6U9TQZFVdG>(jvb%>mq^6JJw!EabRY}#=ijB}im{2B|<{?WyYSG;YSkJ9v4o@Z);1#Xu1j=+zCeslF|cs^u)M!YhcWCpqEC2g$jvH=f=al-cjSW3sB;kW}(wOK6(=4Tl}&h zcUj*zyg@tAQU(XYUa8Em%kn?nuULmcvT%lKAS8Q9&Or&k$|mvep!-APAe~9PQ6wx| z7u|*$D!uk^KBnvmuZMwz+N09A=u*NI24*89(VZ8}Rjq*wagybE$tt4zEMIUs&oJm_ z=8t625I+4S#z_st5mJT2`3_NCwa`+;4?-@vThXhJ@4rJxyWjJsY(8=6&NJS*(*VJP zYnAbq!m_QRq6%IgRPf*B69cQt4l_dn2cQa6$aS(U|Ax22kgsV+X-13bJO%&Mx0Y=8!J!hCbX!0sXdfm&N(r8xs=P7I~CvMd0xs>eUc&2o$ zg~@tCWO#k}_Bdj3nxjbPem=MUe$f4^l@HRM@1x-|rs82`B7wuqNO2tzqVThtJ6(Htfl6yL^Ftm>1P zsZK&gA8ABG^K```C^#qxC{aO@>>y{>-W*cqzjD8a-*o7)qi$jW8M!TXO?=<^r|hbK zMB6sN6k9#cp<**+uEA~;l(4VyD>GOV$a`}}EyUH7XrVG9ZXBhTVG!tSm97J?1}m~{ zw1HvC0;khR=nf6!W4-Y)cdwNuC%D3{xmAc>wRX)xA2pzMq97&Uh2-{~CPJKPj9Io( zlzzk!0g2q9una^vI6EG-?}J4A;mX(&ncVM|K+)76Rv#lbaCR|cqsl_t@(sH4PV?P=pfpryF{8c@W$1KBQ0Tb0D1gi22!V38~!fG?uT-5P4nN%*&HJ z?*`=|tJYqofeG0eD-3(`4rWI+*A$ICab;fWxr+#~LI+@_4e#U`5N+nFt=c#1+Rdf}3pT$mjehuEFG>Lgmnf{WR9mG6E}iEuWyl0WIO(PMu1y60 zQAGuyEKR*bfky2JK^}QT-0m_z@LDH9NXq3>l3MkXOW@io47TN8;#)=(3;%Tw@AQ{n{E*1TI5}L}TzR0OV`kaIBMwXCMSB7v3g7}9^!zLoN_Ztmn(1a< zbl(J%A1AMzOJR8B)Zq|l#rN^#ZW4l|VeQlk+u9{@To0MOQI#XCkx)1pE)Jks_~3a6 zxSQESw3@$EJCDxKAW%&~GHOcwWLZ_y1f`t2kC<&uf1?5&o6(JevY7i>29tN@OR&=k zlsCicA`&iT6H<3TvT4E^GEelirT`j&f%d&~DIMgER#|&*O!OW6L#@POOMzjDMl@Dl%BeQi??JAP4MgDXEDmUVCSV(pvLJ4yUn6tiui9cgV4R3~! z`*c&q&M<~j3tUBzHbEN1Rz-w(SG*v*l$zC|#J$H9rtxv)W>n@&$+GjwQv}oGwEWnL zeZ)jO2*obLNNfud^bd4ub7u_-56Y{J-Ao~2`61yDG2Rwc&y}j5`xkzNOqPvlWV>si ziLAMg>3Z@oQ+mO(y()t`!skNZcyTN*MS4n(Z8nm z0VJbpwd*sUkFI!sw+y+r@{XhVwd%lIaSqoj$D53**9>Yj8Y6o;T7H(Qv+)BT0>xi8 z&SP}%u~{+HxL?#E`)XR@lGxtxHtz0G;M4&dv=UzWPUOlQnGik!_G@&#{I~^)G~2}+BsxUbMF)E zXK^x}5d7o$4M!RsvKWF|)=*+Dp}^SC)-uxGv+`vk#%On7^I?i`1_t$->D z%m(R8zZN-!X}HXK|lz=DVzZH@lJE}^S2!SS?0ru?PF zc@3#(GdSo7>R{D}K9ae+s*f+#i8|lWDT60@*{QDH)=n1-z3`lZsJN46jAkVWM7&PQ zAM-(Blp;dz#tJ0LYR`e5$Z`k`51A4Q;?~?|MAd+l)qeNO!1DoLG%ucBW&Fw5NVCNP z>KmQd8xO?2@r>qKD{Mj`IQhc#D3camo`m|(Y70lMG!o|ME?yqO3FT9}B3uncjJ}Oc z4qK}a>$iIX4VUYAf`aS%@YLH^n#E%_g}ne;-_}XsHXGRg?z4=a(Up-EFD-C5{n!a<0PkT!ydu3w+{m{pkCX)0r{*KPr%~F z2?DLI@pOQyjly->4*`+w6)l8Cghd|$@in1m}Wm6AI+{Gc;ieE46O`o?7cDCEGt zMzanVTR`{F;OlXnIwXT@xe!0sxW!o(p@X<%WGyK@&`)-nOa*)w;9jD$S_t3vwy?=pvk48j1Ih6AKaok0Mg?PMfNTOm=-ClS^u4 zS#rvq`EsQL<5w2Fdeo#}j;gq|>dvRriMvmmb-$oF5uOyY6*^1MpvzOZf?3QNXhlJex;TGtt(Xqtq!uF_p|#>JHU1$J%RNfPkVLj`t!9 zcXO}weDbQ(2~j^#LnUy+pvClW#Pn=5o3u?v0v_=M5(1#Ks?3K3VS57tlN~<)! zkpW5ztKT=WHdmy%#EaZWn!AR8KM4dzu??szPQK1zzt8#4KT@g$u%XH=S>VTjD5{w8 zg&Ifoia48{q>gV6px5JSZWfK7=ZjiLA>6*a$O?<3LN22lgp@f*cE%VUV}GKO*Al zyBX0ZYXuP4tM}_QPfGGVl&(?D-VlIOOWOfwrV1}iH!6iE*MaGzpjY*|z8StneKrvC zn^iL2dzHMxOkx$;fN=bXT(a$GhafQh@&s1_@=$khj3vm3Db>4M{k@!?NM)N(zC8sX zK@?x7;0v#=PnSIIW`$d{JjrD5g`5$%quvIbedTjG$AP2?-!I=DddA+H+PedPwZb3} z(Ge2B1BkrO3?VtO3cl*fCdLZi;1MP6zIWCJR_YQt&Kko7%(JBEusHbq{vbN}7`NWJ zT?LNp3VWN28$m`+5^OL2-Qo2vrT0s3|Qv2VQP`%7jrO4oYAg05aMM{9_oY&5l(T`ud(w z&k~tGV@H0w6A4imjf07>e$wuhQM8nu99QQLWp<*nX$+DENZdA~3?Px2i`K!vCHfG< zm}iyoMHJI+var&>p)@5FM1`l~K8Sz=3_C$yd(oS_{u$DtNDw_Ke7wc_$Vx_5w+Wbs zzpi{8d^RNMN@HAI{U|K_O#e9Y!yxrjb6@*fpCwLn5~d3UG%-3(*Ok~;iJho$^SBTD zfC*9p)U3=eXnk&n{|pPCH|1yvA;`ienyQ0|+=ylSXA_{sWh!0H^~9TAXpM|Fy8+X@ z@nhc3#LB~~VQI8#+zdN;`S5?RrL?PF_oc~8uesE3-Ga87l#023{2^HLzCnojM9AAT zb*Gl=1QOGKt^?KsT~s@esjhR#M*;|CR^E3h_`?*)hAdvmfOEKLDN~5z>+M0CSZr@zm6!(qL@(b@tM^Az^Nz@H##;;Fl!eCcR7jdM1!?WL=742|XR5pLM=+n0dd7KJ5VDjWq>{Wvm zlQ<(-ak@c9*edkg4e!mZL)R`h96}5?1MBFNI`sQ=%R!~eh_MxZ@kWo6y}Hl=SzllD z821B(JsT=RAG>?@rl}raz%X_C_!9Y@u z1~2FyIl0mNpCTeEov4f7sc~o{4>?y2r%)Bb-lV*WKUiRv+1KQXa2X|to)#!zT-2;l zHrv@66JVTzdWpc?A4+Ri$)jX?vi$f~adGR>8&yyV{h6@~=4<#R(pz0(zKpDHDFn2G ztvDuoAw2ywQzz7^_>-WiJlp0y#63z}7iy;r$ zMfHJDG6x5gkTUpZP8>bGEM6I9u--MrnK4i>m5=-xsV5nZgNg2mxbES$wfQbQSGm{~ zIY&~qSWiDWg=I<{pwb=1Ta0a=;D9?O*eS*ucjw7<%6%KDjTUbFmV%OwAs?5PeBt@O z_5ZaSQdSUR!O{h{1$iy3`pjAl5pImM#BDzI4ym(}9ubqId+JDW11rfx!TB$E-2XY0 z!FRFIDZ|c48IT(hLEPfY>^|@OH?XLBg5<{+3#jUK=3@0VXF>(eJ|~=g4ofF{OwXUG zcQIY22O9CJ%x0%G5*MxFW{?LQCK6ZM2c;gZ z+C0%f9r#td9ArUvnXJgDNZ(|531h)HncX%0#0RS5s2o)LLGhx-vrGTMYzhvlA}UtJ zo(i!UKW@gdz=b0=(%8=9-^ajHbsL3DlUumb9WvpqptOrwML`x4tmszG4u%wTv;sy~ z#Fto+l^y?a4RsOvuC}_?KEv~1LH|`2AUkU;TEFW6nM&jUgcOhQXg_!iR@@4@jn49wm3r5|DdZ(+w7Ua4l|+gT^z4|X}M_^f9XvW7@II^ zPp#8+BD|A8!*$9cmWKRj0LNJGL;uEilQ+gFLo?Sq8L4@(C^dK*0MS^L9`|7romo4% zts7}Hee4ATV7K4)W>Z0J?{PFeH_D;^G{2>L&=sJ|n}kDykCc`cXOeg>z&JB2dZ<=R=x{@cN-Ds99vKZfm??KA@G{Pqd8icmHFM zhDsZbY&yXBB0N(@q>$jx`BF&SqcQ_~3|9Wu4FcI_{kOiHawMAD86k7r56G50p367n z>oFCdtsO*(Y)w-t7*XYTGpwpPqo5vhtXHWCx&H&>5sn==_Yc#5QYK5Hs1*bW?N}Fj z7ASKIHp_s57YQFwBNE@5ZW~1hQc`D#`GJ`-4xYU7TO3iuOuZIN0N#Fz9LqO>b?yR1%jZjB`Mx@ea=_*XHoLjCSW^i^6` zYv)Nr&3Qszd;AHseosO~1GERK_(*_d0AOnW-Cr!S9>>?pf&Y%1;i-49_5feX6hVsE zSyNoJP zqorJP^t>9PEi2UWz`QM=1{@*pNx9Zv{CVfP5 zXT3tXH(`pl*EI*ORyI}C65qbb;c-gdwm92H+{<}Y zj5ZUI;^lg$T@Va%PGTWQ;%VrGO>hp#o3Fs!3>K<|rUD(l>Mfi&;|&`>_$rEhE^@BH z!lI)r8YS#~#_qBZ?QW5pgaMs4op^Z+FrYs?%19V^w5LQoF16?qSad+jt6J1Bs2d4Lm2pRgf<-IT-$xn%@j#s zD$}{d%GyzI4f`W2x}tmGQDPtLn*X}dNi_>mSPT3~J{5Xe0RJ{mWIv(lKZL_-&?D(5 zEW}4TH_FuplbBg%?W9k-Sidp*6ephRytU7k_)Sgm=n@Tue+k3+G_R>6>Q0V3q}Phc z0sW%~k7aLV(Nlw147qL?*8PC;(hD2K>B7jJoJpR%f`SQ0Uo~dSAvDo#m3u@vRMQlK(GDXSHuGkn}-**Xp zyhN5bzwfU5-k2kNf192(5d=gGcn*;|P)F|82hj8%Js7oVkD5MDSgleI*zOCV~m zeY@FgW5Kk&au)0!s2Q^DT7xWB8iMkNQduE#2cHZ@VfHh%ZhpiUo=*3X94nm zy~zbHzfeXbM?Y&#k-0LPqInCuFW>X7BM(9jqI#dM&`0>XKXU-QLU?S_hz8`0Ks7Je z2OFc*cN+`4Fp;El;ys)|7P>2TN!GCDn1u!0s)mu;0|RNitE&NkqA1@mCKkJ1Zcqx1 zK6p8Do4IP*5tyPzSF(&s1m%=1p@}~hsXIz~at6KsWf{Hwm>zM^lf+Mk%>1e8R1SZ} zZ1y^GBK)GBH0wR?zB)F`4C~}Wc?b*P9(dmViiED>d;n9Gr6@I@*h^@%pql8xm83p}5s9EQ>N zh)!7}M^leOz6^mq8HsX8O*HKfqdxFylbF265EhapG!Jz{;>1KhV!uqbeCB%P*l-V? zf>#&!(6pEms@<-e0np=7%uFrBze%Nhakm~TU3-b;qK%Y=F+u_mcLN4 zX6&9Lf}8ZKlL*TbXu4Zkpx~-H-sX+R1+hLfFT9Sa0$cqw35;Iflr#n@1|N7*3rJG? zA}EB#a?OCyf$mdvZ~V$0d+VR7f&u7V?4R9P*oJEbyx{zq(1t+nL%N4z09)NuzfRyC%_2(s_^uZ8H**aZClgDwe zL^>YcdskaLGDA_%x2M;ZNuvcWMqz94Q5!xhAn%w+5-W&d!UVG_Dn56HIL`#`3#)-S zcoc}YS-s{My2nd@KQOjC3JBy|CKV}-_pQv_EsrwXKL6^21SInt-(ps&(ruzo+Jjp- z22br;DV$}#Cv_4+)q@}MOfp~$Mn^w8eZ-g-Any35FK=cyKtF6hSAL@`iUwZOigsWH z9rnL_uL7Q9zXK7$-F)1OD7)65JH-YWe-(*llcb%IQEsXdZ}7Us@S<{FwAwTQuo7a4 zsjh++jw>Ra=L(8VeU1*{)$C!u{WfE63UB0VqL;JCC8(yltmxe5&paG$3`CaXcHOb^ zgXI4@Al|b$PPaaG)EH%l0$$g9-K6h}7lX)V#icxNY2MiEx1dI;Sn9cX7Nx};7+4ZL zS3H$A(L$u+O}P+3UANJ;5kiL*k?6$|1ST91;CiU@_i&EVrpZ90D9ju+scGc%EWvp` zA602MqPDmo&GgWcyVo4yX!tVOP_&qKjRcc*^_Rly=)-~D$A5;ttfk<_xh~`G z`_$9RlQKv2Quxm>phhqqN$Vw|7Vw)E@ambQm9h%a1(V?rox-a%vQuC*5-EPzgQ8B{ z+24^?nsQSWWhw)Hy6svj&N*zFdF=Jm)%t;Mib@$UTrM5@QC+{aF+#0 z4N*yGKi&i~C0@cTwZfMDK@;Qn^n$_z?yVUVHPl*k@@(3RDh*CLW6df)YiUv+i&|XO zE(94#Dl-btqPaTrE30?++@&9jM10#U&lPeDu9{SUiDgo%q{Xxc(;cNz?a4SL0QjTEKq0t|^4=7p8|$HD&s||I+$~SY1)}&4Lj3!#q#`{S&z|4E1c* z7aR1auaN>{;@x$beS(3PN#E=5J!M!8yA=HksG>yNUo?kLUi6_SLE;SNPx5H zp>QU-!Ia84W?jB%Lxay=+mh7P5CpId^3@Nby8+BCj6@Tg=uywaXhrX56|SuEB{bXV zZwR0UqVYD-p7Eu(F4G7a=N;5u_Ag;I zuAKQJtCTAk(SUo#Z^pl+m|`($M2vzKn(tn)szihqTr0OK#UaUnT;$YczPZ3M3}@_$ zM37$Z1XBRkv*0WqK9sqtO4GGb8lz|A?HEp93>d(heuVL;S3D z(t8>fXd?Ks`$y|_r_fHH-aI@Ap-^b>xaNEN%P}rO&&W?%Lb~l5!E8k29{xxVeUO}- zEBeaEmUm5y?-ss+p>1js&zkEN9;d&__LGaRhDJY_5wpb1QOUz9%Q`J3p}-Y2y*IP( zOH3d_dHj|K(zAWu0QIOfh(?EEY#y>`CS?epzmFS(j&V}RP!bSsZgt-)hbTGp!UD0( z(w?0OW21U)6(^3-<1S1_Jyh`D5!$PkZ)+zEJ)l!|%ybY$`5V(dCr4!2B8(|EvIu&DXL$paF3)Dq{!q>Ia!>s_i8^D)*dvIk_;kz%!q!?_nJldk${T;0$?3 z*)h@=#?^m>Ji5B7S4X|7xkINy~kIhKUYFAVf*T>DW7Ep};h)q66 zU?YqBmP$$6+OsAr{$^Kz2$aN|OhsPJ5w0}7$`M$dmM{2|-oVubc}hnGd0Qj& z55G`RY;C?s|0E%8hL3EOH=#UzAcHP3dq9!?4Y6cV$dR+xwu5ZPP1O3xjNG@Hv*jNU za91M5h53SO)c3S_W>XS5k?JC6>mSBaxJGn>ivNV4g}GcD@sOksRf*#hjyT2`#Wx6eCo5Ue?n zZN73G{`OV?t0x?@-ALD;Mi4LDsN8z4)=|d?w5!nwRJ&~V&)MQB9aONELeJ#i+Qya_T$XJ#;% zMjn5ZEz+-hH*41hmxE|4_Xk?;rlvxw>(%|SQaE|FJa;#pj|HY;yt3|)9~@MpD_ZBm z+S7Jk<|aAXkM`dse5u1qsSl);y>2Y2*i{8oMGORGt+Rau4s~so(ZrHRkn5fMH7eW4 z54@diXN%8^e!0a9Wiz z_5%B=cITLnBS|3-+yvZqQsnaBC(;mq8J4c1yGw;Jl?OlfSx3UOW8l-ho51>K9iN(r z?*j~>XO>}u+pVtgYG}>p7GA(Qtv5<+gw%_@z9`ow$gqa|&s+^2yj=2&+O;QP6Q91y zC9Up>h~!uda5k{c$Dyqq(k`ZHgOf>y$$|9lYZ;L7lE%;Mu%SC@376gxUp;6z|%#F(Css>>XK*C0W-xjT6)Mur?V zR`P0ID2xB-U%k;7F1M`>`u?_?Mm0PQ8=rnWL*k+nc9vZS&#eQW`O;vbH(X;e(o2^V z+<$e0&WFW9Z^3kNrsrqXsn%x@SYYeNS|dm}xozcU+sa~K9D03G1(go_J6tK@2H1fUhM zv33N|D*n=U{D=M}(tlCS>>V5hP4(=*D{nIsh0LzgP+|v;uk# zM*m|&P+D4?p5cEi3K=;V*qhlp+SmganEwg_czFId2-g1up#fl_rw6dnGXq#z=m9LO z>;M*K1^_D~6M&VD^&jp3j?Ap|0A?n}fACl5FED)37}(iinAq3>|6llPhl!E-AN{{} z{>reiF#_1xzx;gp{HOnA;~)LY-q#58-+2D=7}@Cl!C(G=k|7XoitN<1k761z)+n3xIeDN5Wzt;TKi1n}RzkIQO<>qgW z{^DP<|7wk-a{Xa$V z|E|pcQ%CF1)u?-{#r0K12a8axGyQT(N5}BBQZviHUT8%u^&E|a zj10cK{dMr4Q|^);(F87sy*kSb0}Rqb++#GoeTlTb!QBny-_`~Rh0sIH=hxQOCJ55A z!QCAE*4J``JKUnP;4X~HSk_dr+2;NWk-f%`AtO5`5?E|}a5W|>G&2SZKvmY?5BK#N zG{?lyFo={?h2Eha?A2+Q5t2Wom{910+b_`9|Sg1tKqc5S(JB`qbH!!P>zN(HC@AJr!` zJly}G>HvtJ@^?oH{xl{4){zNZ%~zHQOdTZN3T}cg%G%o!ID4P@mt*~bv97J1T@Iu= z``3eK+O_-)h~_x9G_V8!@^=U0Fx2%iJs*N8_)E0K-Ss{Ysv=|X=W>Eo1df)^0|01Q z*UT8I)(NP}ww48C1+=>eG@jT9=%x{H_9>P4JO!rSy_E#2n``o7($=NIYi(%!zNDX> zlM|UhJ-s?Hz6z#mX$%cA96mD5*~&2s;iGc@p&_Fn$0CUJtazSp`_L)+tfc^&_#hd0s?W)9sDbx6<6ZAb zdSLYi^1s~z=6`l>lmq@?1L+2sfJPZ0`P`77|N61=1HR`o`NJFXQ%CZn>bLj$!6)VE zXK+k%T)~0PUc9&T)0SO!LQ28f7Gt;F`99Pnv>KMJvFhiP=C5gQ1~oK8!$ZS+-oDr< zK3gX!^)%IwM+RUxV+4KUN&q1^qp0BAXTbCpXle9_iJ39HLbV;8dps5p4hrF37i15) zi7D{ncgX9!cV-9>lliPE3Uez{gS%w6am#a{><;c}cw7$-lpnRgT-{mQ9zZQ0s2e~K zZWdUg*91VzlC(ZGk=$>4dki2y`hAs^yG74*AV`4xp@wJwjC8~4%F%;!GgbrrF!WJ| z5RpYw2J#PD;SGWB&b|&<28J6oCYeIm268urowTo>`((EBQ%UBb-T@H|CLIPlB(ni$ za2-UJnq7W^_9MsSO+zFxwR{Fs!z1OzGIsBu8tj3KwCpzO*?CUE{`@hK6``9+@(|tf z84WIlY6=yVTC@fd#|*a0>kx$@wb+e&XNk&~T!lJ)9WAaq`4Ii}vLASS6$#rcF>y*8 zWPBaW&<0$Y7*sNtlyMn&yKbXr-YS!y&I}7uGTZ+o4tiW&?(T#e@9Gf)>^9-k0T?#9 z+CQ$M;@yDi!vIVX0y2?!`g8=0#Ola!4+`Y=H5%xR5v0)i!qDiN44*{Sy6)}Qqb}Y> zmXz*GBf#A@!?h9f9CRAS@|R0F`KM~j2hYV+o@&qKvR_$71M%=vO2UcFSr>^vHz)^} z^^WczLojz^i<7&3inBd~Wv;1j%GJDu){TYPq&liAp9I#%xBb6S&&RS@M_?ZMaSUy4 z4S_g;FR?OXA;&jo4$QErGT@>LAF@ptaq~6?PfiAxarZXP)jVo^PdI$WMtOfoEdpcv z$ZGcJ_W-@@5iEBrRZL`}?0DQgyC&A!aa$W0JrpHm{OQuu1*@!;HKw!qoq=*qKDC^J zmj%0jP3G(^W8{kI!rwD=)McgL`rVGMgh4+a~05?l+Bp{KBRaE=>9&C zg_NAxj{@Ql>mi`apdbr1F8l)R+cM0BPlvuj3U)~F7|^Y`pT&eYF1+(aC*%2|7ktrk z-@fQdUq-`Ezm(Di(K~gUnMnrD)w%Pj`Tm>UwI!PIRC^uY3h=~Wg;y@_n8=hoCnS@ zKK<~W+BR6_^4FatnF1u2oG?NeKeYq-mT*&oM(E0*ebMIY>_IMVe`FHHoYc6f@%rm3 zvwTq#E*PJZVg63uza~R}CwpJI2X}COYV3c7Xr?Ggk`vDU(jLBOExi8G5;j(MnnTIB zXDGv`I*p?8j$`og^uFhl zioUrQMd`mI)BC*iOU6w&|1|Ya#$|?oYG*Zg%R|<8n{V*`B_I`@`cRJgrO)tulzi`< zieD)D{Id1KGro#<_c{8jPwNQox;xv)eHu)<#OHwbyDo&UCV$X%ogzyRm+xVM@5Iu9 zp9_s+THY1OFzZ5G@iCY2g+{t{jNV?!=p81Z9|WtH zf@SM%`%<|4%U7#XUdE^u&cqH{)dj(8m@FA#-Lc!GjH1*ma3xT~wC}Ek87QQ+z334Z zN!E5trJ23YJJ}`D0~HKTW&y9gSB}V~I~-oFar%dp#-g!y7J&*&eiMv~U`kR4L zh12>O$`a6pjDfE$X=z$j)$>~vle;>pVL0>ZMq`^qRph09_TdxlviYw093(a1L?nxq zV&uvYQ3h3B|5goAouv8-41%K9)O-duqFzL-`*1IFs!d6clS}CvYm(G#SV|~~0HWDG zv1&6m2yDjMzAgp%rXhj#0XB@gOQX45W_w6+Mc-sn!3}|QlR;-25A7t>fnebG1n|m0EqXJsAPJp0vM<=i z-uKa$O6l~S{lXBpf}C%^p`;C#2bA zx`~RIOUy|KB)V#7!SO=%FIX~>Oh)e!(r-zZQ|qeL=u6*)Kns|Wq>Bh^ngHrP6?^AA z&X<*0Q6dal_nGqlDN>}+K%4_GH)?R(Wm+H8e_TU|YWBsRa3CCUB8Js~=d@ z)ue3pa6>}9A#zlt;{?i}hviU#JN{eJ0m$mwPHA0d`Y}?p1NgVxFBEpNCCgHt$7YmD zdS!Gq0d5nO0W>k}NyW{M8HG%dEc(Z1)@NPmH2qL6p5sNnf|^pVUPWre2yvEsVb<&Z zM1r~e_0B+^?aE84%eVK9-pFJ&05=pBU^~&S=QMrblM#i^h*=p?3Q8T!nK{z1!UH8#qbjPh~61rpsv+AOGynjEFXzQ_3p;VLFEq6pe){fbEP{_7blm~ zp(i(wtx3}7?Kzam3^;jf>}XBNwpp$~bee?kD&q*Wvp9o$jC*5SIBg?G6kZU%a5xIV=w@etAGoa1k87Jaepa%x^G+RPDgz_|X%Uu4Vp z=*|%JA6`c5?r+V}>?MmaYVM1=7qke?YOu}HWXdE8Y-PJ*aap?!WNBJv8ql7fY*=EQ z=U%v4*S>ZT!ubtC_d5^y(&&l~N5s|O%p3(mUcM3B;tz|cixmG+j4$f^^2j)0MZ${w zhq{+@Qp^U<1n%keLC3YI1{WSx*Y8}aJBx=^|7ii6aQr`hE@bIq+n@-his1P(>&6rZ&Aw)lo8>=)C`|7B zFUwlaT94)7)J^8GRkr69&YLt@4d#2No#Mj%HX8>|2j@x1y57rBGFIBqP0OS|2<09O zFV5>Vfki2{5~^d+YpHp^&)T13sxUftz9j2ff*TC6*}3KG$Uh;wEgOuRE}%BJ(~Zi= zG$Ecz3`yc|`c*Eq>`|(_q^1(|`UG41l#>bK{hT+u0+Qf~NlLn?QC0v>`IMdVFqI}v zYRpS_A_~;Xr7ONZrm$0IFDY}Ul_Pwu zb~&|&^UkDi~_PJ>?AYv*bzNiTN$TqFYzX4F)G4a}&|@D`lKL-^gS8Np8a!F7;~ zj(N-I5H?{XP*cDNCuXPpka>leo6`cP6hOe<*(IQf+`pod-^?6Swr(yH@O|$_;8#c9 zfL1ii8nm7_z1f0Fq*-kZ?h=L9i4eh3HMW>%nNyGASL-!f9@-9WQS?qx9nTft(sHp| z_SeL+9fj}vE{)THs9#U5!uX-s!dy)>{N0?ghDLW50-nCeAa!L;hTp@be>1}jxJ7A8 zcdwFXAlo>3@oc;|^mFE8BI$PMCF+_aDkN9ej_>9efRUuPSwsycb|jAc)Y2bn6@*ww_mFlK5CmU7D)MQ5(&d z%cV0!72{198v9PJNR+%ee!Os#1ox-|zgE!h?{QFVASKADytNc(JUiYw@jVeknem*6 z!?sLnOzF>HnBPVIewmKG-Y}H{Eb%J$S$K4x0;~qNtE9h(8}4Pz%mW7lNj%037_MFU zBCY5iWGgRmm7rFCv_KCunZmCYV4cYv+JdeU1_~%5RXOrWSwoK&BZ(M3(#5_QQ#LNp zrSk$QZ|=$SD5PTO`7U9+Wx5}~;@?kq30ei@P9jgfMc{IS_$^8{%FMH}zSkH(*%A1E zgD=QIEVfOqE(94e7gi2~+5^+@9bdT7z{J7fC->i8uZI@|cMxi)US!MZqFv?9$A81EGGn;EHd-+=#9D#<&F!c<$3<_m|;4dXviy)&r3~& zpqBZCZPSkN2Y{lK8w6F!j}ftR;vcb*1byIv8=;@_HIws*a$Y3 zCp(2pYJlYivP}8&&Fwq=Pxg+h?f{(Z%JMoyD+6I&*7q{Ls?NFT|sKU zs!6~5ExWKgg#MAEog-l0WN^^R^pxsP-sl#T*V*gzHV~W5fh#p!XIwcAT0 z7UF)hBR_mg!qiqwghT4Aus0dHa|~g%nX$7jU$&3ij}Kf&G<*QQ7uZb$gekvEb2x;+ z9TrmzrkR%d4Ob(vlv#g}V@L!Ds8JgNKbSLr=D%W#E2EypJlg1ob^e-aShS}&YiznY zG`_Qz3tM-fCyfOg$&@742IwM!`~u9dXV| z=_`gvmq$~EWG1Z=B_s+$7_sRnmOl5MzAp@9YgC@hy%@PjJSm{bBcOKS-IzOY244C4 zexz(b;9GeYcQEejgj2CO{n-@*Js((b1dWzTuE{1QP z=e)BNRav0+Ztf&O@P0?|0Cbl!&ul$tz}T%Y|KhfuJYen4-x19ruG4w;UW9xhP0bg0 zay>4tQDphZMJ=q1E374ZJR~)2-#x^f)bD+1Uhjf`>j#*fRp2UkU3xBw!45f%Jm^!O z!vh)lc$+dQz4xx%2C!G;Trzt*d*}#ME~@IiGfvHfvkBqnyiKQ%iPW*w9>i(R7g1|dH6p_Z_$OH^zaD25#7*+1;*tI$Uoo50(pm)cg9$%_dc`p!I!QiBf+dW&pozS(d% zAp?X*J=Nm#B7tZ{9DAi?7MrH3oW0_`jD}=9Kh%1un)(V}(=GjME2BH9<8Ad}<-t2> zWm5y-w(bHctDWtgQ<(5-AYYFQ?-;2jaxa+{_Vtl^r!`7+Arm&Vsb#R z+i}LpHaz%7L~T4PAvRM%v;NqEFu}bfmn0tC(lsq4-=X+=Z?q_v?9Z83=TxM-0^C^7 zSDU%%v-`BVMV_qH#eq6)woH0T0?~JavJ^b-5{q+75REByz+$c)_4SRW-D?}Ay+5f} z;EWK){m|b`He{lkR0kIr`t7$mJiPc7A%i_m`J7aAXbQ?T#<{>gt)w1 zJv$$Oc(xvUy-gR_ldUUeTXw3xNQWkSevVN&chIGKMrco|Y#%Xc;tw%DYyCo**j zYaDCX93h7>fD#+>+#HaOi7wtySA1}xHDlF(kqg6EyG{&b znXk3Np-2Slai9c4eH9}j8OcTzi8Ze`GOiO^ckNP{M_A}j9xK;RJO|~Fk{n_L2QQV9 zj|9Bm{8*lzQ^|3%CR=9DE4rW9np20z^=6nWRsYbd8K(FF;p#_uV9~N1>gNBckJADf za*P+Sw*lXSd8tvLSy9uN{6w$1NUO~<@B$)n9E^GD0@kOXdsHPoIiZ0WE9)kiurE;) z!UODr=dWpFcTM;6Dl}SE0*7_Ca=H2IJx&n>sWq9J z@teH+4079nU>v1@{NTlJt7>3O#oMh1sY8qMFE=yv*Y6ToU)^R8?@(UT4F-wU=_L~D zGP;IHsp=q*Wi^wfULP|0uyAhHYSzT>(X#m@-SNz_$McFAl#do+IS$v~Lna~UFryZP zVyWMiHQ(G=Y?9RR=@EQA8MJ#C4)1p$bNE~OcV5*0q~Zh91VPXN&k<5WewUct+_&B? zQD1P6MtGd9daHO^0~vp=ovmo+1mV4(m03GQKF}(UKK@}_{K4|`9O<@vv& z5vf>MFLM+5;t`UM_iTQBvxIkjEM+pJSpDkKV0*e}lX1Hh-)7qEd{^yRrJfM=gXRKI z{aKEYDF%B5x<*6r=$pb+8#=&h@9`O5goo1WGrOFloJh4EmN$cUS*{qmO}gq|sy1jr zu22*ZrNY+soCD927GL~$+AI-A5SVmTdF)PeBQ7}W9gNyT+wpyim)3bTN{o^m;Tv-V zL8qh;wRV)A3g22*2evDrq#$uG6)o#EEk>y;-p_-^cqqZHn_OO=b zBIPavMY%BD`{J9`Q|3C)3)w|V;C3+1$qioAnf4XECNc|!Us-F#LUTEMj@SBGf_P7B zRbvuC^hbn6dsW3B^;)8|gGSG>TE_561BPgkKe;N^ekSv^umwT>-eiZ0#kGOrGqZ>& z!dl&B#hZCeg@E{u0y!y*J8hts>FDoI4t6wZ#7QO{Vs)u0dG`|F%0;Dm(TKvmA3$u89=6g1##} zs@g_6(F)O-g1iBbVTpCNL*mHIWw4$krN@v%Y#&Q<@ z#T*q5ZF(||^cxWKe@f|~$4Iu4YD|^^3A)KO^pbF*&)K%~Y}O-n0Sz7M*{@u6{3r%^Qk>y z&PY;YMzawrVSHx`c$&m?7$W^;e334(f9ScYy&|h1!zSE#1Cun&y#NPXc5%q%mJX_7 z{=$jWI%H2~5t!>T+)0RR#WCqRFo;(bnJGprzx8duK`l_#o6jca_Jnc<2P9!?(~FS! zsTn&lLP6F2EU_hEcUKaK1N2r$b5qY>(0!z*yh^Spn~5rJ`)b~ zFp3dNst2h7Fdyx(guO79j>v6;NL_CemGPScTb!8mXm0a!pU6iU3*x#~MC$gNt(z<= z_LE)?lw)E#^)oWz9|mzLX8Y3p-a5|cQz6iqRHmqw1r=;HF#Lye!f%oZO8ko0&v1tp zE@&@q<_9_~e4g_&QxH=@k0* zOQ_+|szY&{GUa82BJ-FW*qYDZiIO|pb8wuCeq+auJoig1e2(abn_V{ZE{OE4Gv{;g zlK|Z7C-lMUtDhv>e@B`ljSQq>&S#jd4vg0oL&&XiO-)N1ZwSW)rw4Gn`7Xdk`bbND zzWC3Gx(Jz!;WvS=r?rCrVw9F}5DF?`$pjHMo=e(HF23X`Y#)Jk&?{L@Py3cUTGil^ zejXZ2I6X&ARsa~8PpXCW&_>wD*uY1)x!y%=AjE(&LnT#Ch`_{KEaL zi#Gi4o08SHom#aVwAd26xMj2$4E+?vzc*sN_;*BqQbF&$x0G83EaAa2E)b1oP>>|J z9rW+|j>KsZEB2^0DO@7iv8kRC&U(shUVU$Uz0Y+_Xo$YORt+hGEx#N8g#<6YQrO@b zjB`&zm#6a-fr&YwDi>Lbm#tdF_&_out-ad zu3)HC{kAkZqnITF#0tzn3i6&~S@j7U5^ zLiCQ?)VzilS#j%8iIcHlgHw)46G0E_k)7hO9;LRn>qN{m_`HXrJg>%Pgz-0W3J%9* z#1vOJez^E`^{o9x42Aci0GdlIL)Ipl83_tLm~ly+ZQt-_ppXInGi%jYjH$gooPQ2v(r0f^P?BXyQ&l3x!(yp~B`5KYe_9*Nj$AL>>Xo7lRn_3(Re;f^dBb2hN3 z#?Og*NE7~?CY@D-rn!kh*}--9@SS@z_u|dL&b=1cy|vP#(HF6v!?WSjytuOR)c(^+ z^Png!^COUZ!l`bTGR~P8Jc6j2Jzsw72&~H2@-m|a(mHY0Q-{?~6jt|3g_3fD0%-Rv z%@0SX_nBQ)2Lra)um4OMFwViI_LMna*fx4~HWDw33c&5w8Jmlw%7qB$(9$kVkd*g7 z{a&~)S{CSV;a2x=4>u;l7ZR`YS8A83*+d=6F(&BLlo6Uef1@*>EmQYus!pggTNHGS zFXSX%;3O-$2MAY+^7~7CAH+7me!~q$UvS9M5AN)$&V?j_t@)pb_b1WnjVm&tnfyq$PKp&Td@K2Bzl{dR(E*c9ykVX7X(-Z@r5v&0P zVhpV1)o8wGd-7Y&A~&lQvF^4rjtL!ILoN)*=!e-ua8$OL6kwVCfYnf6|2#Ycdd7%` z<*18vkdGO%FHChDziYv8SCY=hndh_uE$UCy}5ffFP2 z7~z|Nq!o?epx? zdr=9{AvTUCVK0588 z&rwMk2rk1U$^sh;wSOBI(T&3Tul%`6i+H>8WU|3^c@}DivsKVCr3R6ALdOIz*~#(@ zf|;$e^3gO6^>(N_MjzL{6x`-jGss;ghCe`M>1v>xOiyS6sc`rDvXQe6S|3qUeiHs_uxB51toRLX87A<^J>sG^kXkO2&f zFjU`H`zEP=ap_K<^1U6tIkw@Thdhr#Ab{&L4puu)v{Oe~aLuXpak+_u#62!U>u9jKwyaFU=n#PwFi;@!vB+7_UIyxV>TZxQYV3CBix|uZp zN~8m%42N%iaCb`NMlL_{lT!EB5{Z&jhWbhLgcV&7?wb&`fx`}?dKAd!RJPJvx#=m| zFvBBGFK#hoqcBR%#Z+(bgrs|ph>(CpXc zcJq$$OwFkWGqvgD0#SL3b0Ep3!zJWvx;D5@A4<){3iE5hbJ{Xl>TpHqN%|Ria|qSO zVF}kD{kHmM8NkjtQHI*96e4v+Tm!Paz~{wJ_3)P>f1*moM=ueneTv zBuV4wnt{1G1CIDN81`40+@%8s$s=HR?SLAgmgrwCL2QKRv zah^@lEMyMD`ArQxO5ngM#Y!&<#VBNUI%SS7?9JFR94lqVW2?9`PxJYov^Y`qi zwxG@l(nUuG=#{~{i(~gIabmD!MqL^$WQ20C6l5#&$@ngZSDYUzZJmfj6BMcpF;NM9 z)^lijX*xnI_5W@v4QQ3f-ezY5`)evudOy1UYITYk*N$K;A6ehirag1OG zQErWLA%e(HMzSD6WM-tw2J$B1xa53J&MGlIVi-}aJMQ*IwW%3|q~7S4V4EK#Em@Tp zrjkbQg5kErV;H^pq}IW5pvC|wzZ%Vo=VD6rxs#;+)a{wC{v)Hv>fAhiIg4}$OR-%k z@pI5H8<{EJT@olMX>F8sXprhwovAXnZlZ+SFv=K&dzNbIbs37-GK!$C@@H~~9*063 z4{8}UsrkwTl0Lk$+3rVGY;~c1%yDeTuV0Bz5|+htska2?C>ky}fefdp|zTw)!Hf(h+ zRvWK(i&DOM$%Ed86Lw5NT-|rPyS`Hv0R5f>DzuKsGKLEY8>k;IY^7XE;md8{S4&x~ zzZ^2nkpQ>j99eiX9&8*D+gudcFthkcJ=x zwhJe^jc2xlNp znlLyE=V5>~6-U4ih|UInqt-zr9* zol&7~#L(zzLlQo(!o6(TSTBk6;cyNTk`j_5EbK26D?MW|Ia&k@Fp)~<+lpR`z~o%E zd=?7?`DN5AE7(8C&6384YhI6jBZ|8l{eYpc?ktwyTkc#F+IJEKG`rmEi~b2NKL#>s zrBgqqVdd+HI9E|0m3252z~4wp$eeC79)$x>8D8V9PLg!oI!{=+e34SKvY5RVuUXN= ztEBQpk_p2o&8A$9Y_(-g zQxWXo5-v2E^jg$vp+_!j*9Dg#ZaJrhIS{hi~ld`iZJ5G2W?7tGYj1R?eQ(gf zF+RDuVYR?b)+jusBFdaSSN|d}!h^|FfvXWL2U^CCOg(gDw3;C(;%Z&Fzn2%ews@u=@<9~dy z`cmMYudr*636+iP@!OX^>#50VM6|Nv473$0V6R-eogwGG=UO%}FpD#-%yAm~ zO?W7q_-19GHT?-cg#pD7`oOtY%ot2^I69$7=}3zXdNe=ew5=K!F}|CyJ7y?GmWNNR zc}1;?a2VR%AF(e5ugaI)=+v$m6G)FeMp9tHR{is!*bs^*N6*LNwRE-3evk`4vPF}6 z#T*7U3f+QE_6Os25PHW%nKHZ9`lKyc&Wu1T(WxG>b4;t8c<4t&;iR1P33Ad~>Bqu> zRi0dxvi1DzWn;4kY7KE27lgo*o;vMK=T^SPK^b1<3!^v7$(ai5 zBZA1R9d}(pJZxWZbtjD#r4?L4SJAC>=s8(DV)d4{?M?JZG+G}Bg`G{JFjbJ1JE0Q1 zhn5$6656N39HDLD&Dq1^&+$iX>f3LQF3)) z`4=XXx2XvjFMjv02|6H`x$z>@xj@8J+=U?O;hk=Y~q5;!rr*&p#8^&F6;sGcl*+~l+KmWZaWH{ z<;G&m>cy;^n@@bu)Mj~`1onqyb?~Bi8uQlzb|i{!TxWZ?wR{X=Q^;aT2eX|9h1yiD za|3F^beSvSSB`wH1)xWVx2Pp? z+?d=R?NzoqZxrV8r8Dkpfv{l>T}Lfb%!=(JC_?;mZ_E_m99nGkkZ&Rj*JLiQM&`eCWmMMX66{7sqDNK8( z=5F7=+`)p}u$Jy+{yH8rV7XVJ--$!wCHop3=^`sT(4yb_Vlcsi{^NN?jQERt z)$Hp%ScHyZbnEyI7Qq--`9WLGuhOrpzQtVG6X_>?h%9e9!^gx|MukYAiwR$IALCZoD&BjmYPbuZr!0}H1 zK)-JkkCmpmh#-S*0ZVd3f#uaaFm|O&p6~kiDov8UUh)p~shYEO+_nfM*J&!6sg9j^ z^26G|o~_vK>o%=dt5jGuB=m*N6uQOsAvmdICEB4K)#uUObM(J1yZVVLvm z-aQnZEjk$XZpYfDO4lSUeG2muAkt*<(;!Hi9iDD(7LGm9vRyye{O%kSJS>jeESZgZ zJYxs7M!V{*q=Zzdw)}o=18}|rfW%0Srhfmzb7q~ub?j*T)U?wY*F6c=-G0fqlze}+ z@V7t-6;bT5h0fF+v0|94^fW_U#9|+5_TCcCfogEcAf^F2LthFRQMdM+S2hR*?h`AJ zt11Vyh$PLNYCpAhm=9536JNJ_$@MoQ+`c@Go1>GLG(|hN&z-y={BW4vJOspV;fA0I zuAQ)zO85PyU|Q6jPKPAIw2~~eEy0jc6~dj~*-BF1RVq#|pC5~^aN?pC8>wKpzlXJdY2 zTQmZX?zOrOu^LmTwd%mr=33yMJRoO^vF? zf`(NYHp!fd@F`ft(Hp7k02+!9|GHcShf0q~-H{32{P4p^qFWgGu@F;@>56X>gfF(c zYn#V^5fVMLMaBch)OfmIh`u8fo%)Df;;Q2K-H3JW-OlUu!f(3);t|Lrma@~1js*z% z)o3a`f{PWud^cFnZD%X-=VayYG-;E|5qjd_o#l47#_hHJAf-OLi%?Pri#jNbCI9;F zHc!wU-N%&7&(H(in}5Zs_?}1%&eIv^!6*f-C-fE4YgtjWr1LO`w%`5_gP(fYk@Fv5 zRQc6Mp?fI<)X>5YzY_!mnNZ+-ot7w>ugq{lNb(;n1I4FEjSTfTA|2cYYtrVxW{Bjg zAw!buF*F=gT^xtXm4~H3Scp%5yXjXjYP_;=vM0yXG`7{ROEo$2@p0>)CvJ|MfFzKk z$HjJ57(H!fceEThbTi)zGM1o9iL@C!R>g?;+7)tTy)~oTExxew0sT1rv(JYdpMzHk z{IAltu%ak1szfnebAff?lq`mM&>D5n0M!Y4J~ zyFpJ@R`Mb*&|@G(-Op$o3m@Km=ewGE1Dfm4N@8L{=+V)fM)@=8n}~(=qu+APcPF$&D^uk?h~L0B(^kbuw^req2QtH)ZIT&a;7qS;-#{msh{fRkZh zBY}-=LzZSvb-5*4`Us!h$g&0x*=rlCnCRJx-t0L>>KY3}v3*BJ8t2hOGO_%8_T;OT zF>ItUYqZ^+`f5o|2vj-^S>mB@JhwM&Q%x7L9H+*oH--Y1ujF`j3C)`9LSvv)_bzluH1+G?p^`p_$$QA%wd-EVj@avB%U`2W{TwxJJmJ#<< z_sv68)X3pR+?FM`_{B(c<#7pTwE==3F}ZInvfcsG&TQB$US`tOhq_iKoF2%DSl0NQ z>3%rWsDFo6V;pp%taoI+-|M5LNV|=Oxq1dnAYHFZcdlBXz-~vtlQu%G*xwO&7u+{T z8_k_JoeA;a_N5>>szGy;eK>zQ@dsUeU2N2OcZ+Q5wPw^>3yGMTFVqVex`IG;_u(N( ziWxO6D)H|~ea#InhackBBDX2I_=t2TuXSgxY4DEHOcx(2G;r#z@ssqoM+psOEpVEN zc9hsfGNG)h_1*-LoTz zSAuG_-#*I9Y4?*sNV@h#8@(rK|FSy&ZO1!VbC}@c4dAMlX;|b+k;{{EB+~$QRFMmQ zTx2`UxzxPMa;xh&T>i3-ATn9|jt1gJzdWq!B(6&tXZby$Aqqj&mT#+we54&S$(DUi z&HZu|wDU|+T(4|1VtJCViYGqlONkj9&NWmTAH2<*iK5;5u-x5xkSnaD*|?`3zvq0` zst4rBHv7tfmPKy1QuTMQn&VW2o04m{>SfLZHA!u{uh}Ryj;(PDq5A}v#v(|YZ+Kz( zFBGtckw1BGcqkn8<&N_^n}t#DrG;?7nDJF@3FhOAjLrv;7^aTXT=`$Abu7-Nm8SsJ z-y2QP`JeH|Oek28F5^{;t1^D01}ajkuBdh3QB^f4!W?%p8WI#{=&rmGQb7>^&3vDl z3E!m;gJDMtnTeV>0DT4DfwQ}jI-GZZ!!hkE9ay0tX&g6O@#O_+H!K>hYp)cvB=_bb|5sZ*$SL^sV&kLH}cgwZbj z>(d`>C$g63jzZ`@d=J-WFZKk3=9c#wmA5T}x3-2IO(a!5jI2!6>2pZ+-_hPd@HaLy zbJzFqyjtH_$mVSLInl^t#Nwx^J`$aeRa5>#Vn?aLn)e_*Y^!FfPZa8Qu%SB4He6#*(qQ ze0jYj8w)4oh8=bkAI<#sH<9BlElE)5<`iZ?1vD~(3|9uj$c&fMhzufJ|9h8G?S1@l z3o?s$mvYh;MtI|Ij<|d=->v8`pZbfeqkY=vF!j)H+)=JKg@Ro(b44c_LC1a*MR0U) zoVMj%6`Y{F)9uht_y%D&7W#@zxQQaE;5=%*i82S+2|C-v+)U zCVZbdpu^zztd58>WF9wHhMVyRErLetgn=GtUz0rz&|=;Z>PeAFHSJnlZYB;|E6&2dma%Px&#K>& zfDiMrK2+?zRm&@PJG}P7mSQ5fL*W!OeZJTaQBEBuO4ygLQ$~cXu{o3I!=S0^y|1phdpO zO9RBhhGBaT^x_#HxJ)O-V!xXHdPakYr}5^Ki`4fqQSZdeP>*A4Pg+9j_Lvl{kF0Dd z_qsW*1zrJupAr-|n8;O)Ppn;CN@2gaqgndyaA5A!3ij&yf7E-KFa6uHYSNR1Jzui* z`lWjPDgYgcx|Nc3H6&^7>iup(E}guU_#3sXwe-6O{<_y(d{{EAcbBJ|Dt6*c2d-6Z zHu8dXwPJ%AZ44ClW3mw)$HpRI8uUNUSy!$_?$Ln%e?(bN|-V|o0FL6cdSNFrY{uDvWTVmPvnfdmNKWTF++SMW8+F`il48LX-jEBfVAL})m+OS|FRaPu@brX} znFV2WX7*buUnVe1R4?`n++MY+U9RtQsEB@tiG&J)gKx-lV6d<+-G9YfMEP127o!s~ z{o@;YJHwM1JDTb7yvy56qx-<~_CVq%!{e%Q3j^bY}aUzRTR3)~|o13>_ zH$$^b$c%t`_i1|2<3P_pYtU(=L3G6`-6 zAkWc!sX!EIMln!De&Fo5TgaH9@8qP6<9nyn?}YSo!n03BRCYM3hb>+o&{APRQV&Og zQ!xChk5a4+dy%Sr>jS0_9gHIFsZcw^*RSE)(Rkc(7XWAC_Mw_K{`TMtaZp) zNUXz=Lz%E054(O>sVlfw1`pLT&YiGwal_w{nZETBbK_8;Wi;4?zrrK0Uldgdmy{1# z1YuEPD)8eSma6?Vf9UnkT_dSf8gTbM6ZN!tqnTV9{m_?W-)QX< zc-aNRW(g;S-EU3c5C6)(=$@++f>@%kMxAs%A!h3eh>c))2kVG}&#|zg+bDormye4k zTUGG|!ALRiV4*b1>{o1blpjULN=ytXW@Z!@(a$2U-|hRWK0?KC@GVS(@yJP8=*ScW z!VErH@bX*4#=;X~iY`;%OOlW!iwCw#d+pH1S%gVn!7pa=vznJ&Z_-dy%~5Z&@U4nfI>)u|&Ue@vJyZlmJo zRWbkVoHP{+>3!4WC$!tu6_}2#cRnmeXZq#K31Ka`Y#X%TyFb(AKY#r zOT`3Gf`doW!>Ht#u*Y~;ofFcLC|SF^if<0xu2z3;;Xn9M^k_!@tU|&KIuOQhej9D? zR&V1C1FZ?voF1RX*Wd_}pD99d%+U>L$h>ECdG6=+LEoZF9u9*FM_d;JD=F(>b^u~` zEZTHkLEiMnop@l)9mZUo9wmu2p!GcE*FLBVL)EE7s}i?+v|_8gDH{iUzrK8Y@Or67 zZ5|y_z0M0J!2a=}8isw!I*`8L)YGAln|)-Mpzy<0Gk_++?Ra8)yFV>p$4mF=Q#PJ?>x#V+Y0YN0ta?9_z?F51T(w2&+{3lXYph1z0n;RaeSP#xM@Ty2D8YCsg2c zWeYW;gO}~;n+5*oZ%oBdg&=hmVE4|27BFbG3MrP70RO;Y+ywyUgF&L!pG1Rck$f%~ z;J$x})ZJ1*=BKD++3aZ8!@i26ck6%5#p{@uqC}u(Md|h(@?p*f#5C|sxGt;^*7^63 zMCK^>yLjw$pOWZ2uzb~mu$S8dCIOc2LyKF|IRd6pv&{z(Il#u+vB-4TYyQ|5at6u^ z@pf9(pa9m#dac$+45NVmZGkY^4#0ro+KZO-%X?A(ufDj_!jtKXrr!)Z;V8tuvI!UG zET-vW^sNj2SR5V7<{+yAmq9 zzdqTm#Q&W!C6=R^SNYG2AgaI;s%?x<0k7^TGjy4PIVcOZD8)i2*6pA6s$|J#uO2T# zO(mhEJ$L`Df*O6W>e~0iW}8*6$Gr}8P`U zpN6Q+Gsu~42|mNIU1owXNrle3yS;ajbc?T@!^(4w`>u>2Ry~kDo~3G5v+rUR4up0&lciN?5Pk6Ha>IRQ{D|KZk`E2XZ=2|!PTq$43Mg?SruuxE#N#V%zj0p=+iBD_UH73oYe+8- zh$8gos+b{+>f+~VHBiJmSur~Fo=K9mN`z(zcK3n?pfLuWVh-3Jvy_X(EPi7h3=L*{ z&PNxw2Mbvv@V*!(nc5=&1cc_8iq`N}>IAfOcp9W>hww z*8R&cg)P8ne=P2cFmCnYC5wlB2JlRNX_T?iNpccCAHN~Tfu=+0%Y+R2f72;idhM~I z{oC&afl|d6xl-Uh8hc-#aLQv-LOQA^@fJ8@>a&zAp>TmeW)Sb7SRkK2u*EFh-$^v> z=n7mwu68KMSMh8i;?SFRJsD;*w0s>}2pcMRuelXeTwCR=hrP@4G2ocXsOj$Xw*(P! zTdSD5Zj=}ojhG7v#b$UIrw2!hJO4}ufcioS(_P5<9?TH@##sLyBy$S##hMX#BoKlO3NU8p|EDX2jEQ&^ z@2HIBTun``qb2zB-YJMRB*sc0RIs30uLtMvsQ_3V3-}PT9~NPs>!`SB z!fRv0uL=B@Gvd`GJr(3H*Q1k~oBF_GVvBPqn1SuPhY%Ke;&t^LZIide19Z%XG^kw1NUh{tBBw>%CJ8ac{Z-J>|AUL>O60JAarLPF(w*}V> z6R<*Bo!UVE1NOHYOlM=Uxpe2=mf3%SS(5#2QpJvUM)&aa-;hVuo5@^w$fA>IW+;;9 zWbSq8U*|R|!M-c!#;KP*}Q^Tzxkgh1U?m>CLg zu+ym}b=q{JL&sZ>*KeF0(S6I^^Qs8~;a?%E|LI`Upx!IKmTnZRZ<6tcegtM=1B~*? zJMS{9p6OyKh(%{R3hSl1SUks}&bMii9om!64ShSl1+hL}3Il5}o(n8Bum6FTEolld z>w(4ht^f(rM-M-X16it!2Hd;u2}qzE=FZMg`#d1;08U!s2^yB-iAsy4S4Y*sV>)F>HAx?5zpbiE7x zr7(M?gloNP3~!d`8PHpo^US++#r1n_?U08h%%{Cd|F@@z$RKCc*H)sLtB&B&Wk8bo zgl}p1T(ptGNO|`mPoTQKPqDGxl0XEDs4*0fNJ6lcI#!Jufj>5VdEjt)_E3r5i|BnQ zh{CNGdj=SyF7U&T;P@TDmYuP)D3f<^MMxg)b&+9=^T-7L3+{kbmcfE9EmNaTDcoPI zw^2ugV(?=~>xT^*_Y&&;K`KeiJW-k>AKtRYLPoF3VZ_8e5#fg)0=8r8b~9x8v?KIp zBT!-h?|jzQUyi72k#0gw=2AENBFO#G-*N-Zo6#yCO?}-ijDJ~lR~yya3EQMW;9DSo zG^-qfb8!UmD5#c&_^Cdxmt8jf>)c|eetEq$x$6cLpN-GL=_9g`ZF%R(WZ?~#ex0SJ zCB8j6zV~%wtvZlAzM(Dd-8~nK6n;a$-*vzFYo+P{yC?hp14)fghylo?)3X?RxI~Y_ z`Ms5^_l9oSwk;y~mhoRp+Y4Os|9OW1!K8~#0>kX_ewzydNlAs17$S~mX=gAnQy>kG zelJaWG1vP?P!o31BTiYjB4zW!;$#SLs!sfkYK?v$_3BIg9iAAM%{`&6z+~e6N$d<`Lu~LPY!(7nF+-Y z3&2{{0pjhSh#Hfgf=Y1PqAz^~o;|X#b=E>b(jIJQz(9|p=y<-QyqV5mB_a$epZac8 zwg2b*jQTvq}Jd_ge z;P>>x5y9tNI{kX^jCk&NfFSlo)DRe^pHC4+@iGY%GH-#JrUaeiOhtSOP(x|_>3Y6{ z3}C%j4>xSFO=^VIANt=@zD|o}H{v9ii#!@)CIN)}8Yz@CWAcrw0RCkT174mdHy3Zc zn+y4l!Be1P@ggbDH~K<5!^pyHk@hh1%EvH^W@{|YcJhDHYi=+(cn9k#f3=*0LT8Qs zp{0F-(za9d5NN8Z?a>h5B24Kj-KIB0$w?;n(%+3=tGWo0o%G*Y7UM+RZF@#0)im0F z>vOTjo}H4d4A9*uRB|?}?C|-X7=+^ap%aDhrg0|ngNTLo8AMI*^Z697{-Mwy>qG#l#b5avvq2GkQ_)xdp8*EG)cSEyrW* zAB0V|?2W9V*#&v@_KGVM^{Qe+)uQ}0Y#S|8{BMMQ)=MdIvE{?JQirB=&zVJ3@F^+= zIeIKNdxw$G&hAI}ms0yjuaa9gZy+7D5_q}0GVlvbhJu7pSof==`l&vC_n!|K@W$XV zktBHWYYsPwUstjd71gmqD*S*fmE$shU!XGO5P6iJ?*s|^v$izuB#A$bRNl6L@(U-~ zGEjR&Yh7$rYJ2PT=*K`#YApWI~o7XRR9=@$P zr{T0(3cy+q0~uNdW3R?4ZKIkRcrAGWmMNu*kmGCt%m=YCIpQN;3@=#*W`6ZsKY*r* zi+O$U^p+`6h2hrT$)a8r`@=cdC9j?~S=x1|iz0!hL3w+83982LFZ7#mM*b3FUTlvqKHhB{#SPV)k5%vn*EXVI?l2ntKGWG3WqMGZzbxc2jNXy~(>?al zF@p^3&%gSz`aajJanjoIA9>&bJ(4cXgpj$(MG>?1Urq*#x*ZgUAt2Uvsbcg!El9R` zjHH2zm#?WFjaJs)0$c`TX2bMf2^m0^APU+ht+{vXqqGf9Yn?{r0pwV*%Z-QrJz*Yp zpJ9e>5g(9?VPpGh2?$C@Zd`tSx0x7fz8jqamCu~7<}X&h`eg^~T2%diE!%pj89l** zZTEVYFJeP(skbt{pYc9g)6HYq)$-qat=W+LR5FTr^H{JU=j!5)vjmxUF^m<(R|jH% z%A9?FpIDrzGdhuF>VzC9jMGWo$-zwMPDOAGD-dR5hr?^M;HI*N#YRRrd|avWSx>#! zfua!(eUFIYwkLCNiy(jxVgE&x@lo=m1Bz@-$bfzIJfWXrMUt2tQe&R4tKyEMb*Ci0v>r+2>O!n${tA@wJ${Tq-^nzz7C zgsLj|yoJRqH*zHIy1hIw0^$4B?6TaQi#uwiD`T>*xXk)<8Ai}AynXpWI7AzLS40yt zdk@61NBk;K%$mmey33!f#$^XWY&rPW;i{yLJpS`-0wa5Zc5*!_6Mbiq2XyDE3w};+ z3QO%c$IjS5%5s;h6wP&POrvthFCZ11g9JHzLt{+`CM%NPNB#BBMBm;4F@R)YC3dGV zi|xy-v~~%%iy1>Pn0JS`05sLlK*+?sptX3|L|KPz74FLqH%mP?PtMDDA|iwd_2_D- z=bJzU>XnNwJm9NOy1zVmk^3tzB}KUFvr4{JZ0v9?l2LAG_~-ABkrh{7QIfP>XndTRPIbgcp&evDxgQGF4{G?+W#$s1j>N#YZ3?znZv)(VW-8z4QDczX|lxT?L#BqRiHD6xeeMD+f< zmuc-#V8{QX`*IowArlL7O!+wjl3I6<&Z>b?+c35X8lD4KA0oihW|Ov}7x2Xu3n?7( zd4Ju3D`LN9THBZvP0l%CV%&g=ZKiLbuaBNaGbciH&JG1slCpaZ@oURJna~RIdK&~!G}m!m2C(R|ULoIoKq>P!%0lO{wBQyE*yZSKud zumZeSX&GxgYW9@o(AOj#ZuZli{m{9x_Ik?YdWnXK&IzYqY0OfO|Kw6h3r6%GjZR#! zG~Cqev0}B{_Vg?K#c<7iTW1#_dLvC$STXq+makaCnq*He7pMYI*%$j|-T~VCGg7G! z*wvJFJy=?bYaL?u3W3Q||eR%XzfB9pcbPoi{OB6Z3k z>*zemxgz&!G1XQM0%34wLF_qnQk~ur9Y(ta_Xlh^I#x=peY9A48eWv-C0ge$bLxJx zgeh9q=Abht2gL&uZC5=Eo-A#ykeG6uUOLwaDK4X7*rwuiNPIBrrJU~1-bC2NEq<9% zQ?;|fYsiz6@g$4nu*}F6?~aqyr68JQ7-3sJP(9}Vv&_Prk=pav5}Y!LU_>5?i;_UA ztqq>ZejCbt=3XJmuc0-zm0%)VHhf|8PRx2P;xmTjwqvYboW%h4`ai{`Kh%ku4-cRj z8dg9&ywcjoEs!PjgU$8=(h1W<;XXLsQi>wPzeGmSL2|RQcTu^S>lRjC?gj5t2Z2bJ z$?PPrnVdMtF|D=ljx;`s^wNjI^RYFg-cX}O6G7#A_EvV46LD>h*@qEN&^%bJN-9mG)c+UCcksn2}ey~H0T+cealO)1MKdGc@Wlbt3sj9)J{4d1d1ne)4Z zeoh1q$Os~e9z~DBnIdvT>-4DYY*rHCjm}(*ZNa^THY2bOkA|F1fAeSdw9YYDn~-6S z3#dm(PEoUJi~KDGP!Y+|R}0~g@DW(!%D`Y76<$>^mcfWkR&u_JbEFaJM&CtLQ($a^ z$yU!biliGbRLwcWEhM(B10|B81pwig;G}mE%T^EEWKrVGpK>_HIWIXFk_#nsYLA2i zkRVd6abNj6kVx1t33;>-e`n^77_e5sHy8dlU|G!CTzfWtjLt~FF_r`-i2byn`LbnkKv`2r zd)8SO#q>62Lox5(JrWiTTf1iB$14Cp&`7Yu-W`+bzygBlf#f~6U#Toe)P}n+Hz}$A zl6%_XqOdf-X03Zt15G9br%_9x;H6=A)1Hm14Lr9^i}6->;I5O%3u9ajjgYoOGKuL+ zWCB}{Kgjkxnn5;zBaaxFqWkG)8pX@zy`(VddCh7_*4LT<*xydp{DyCgvFF#2HX2;Q z*vNmAAeIPDfJg9@BLZC$^IWdYl{ey;W+^c#1)$KBj82I$sA6HRB`wn!sBu zxKo#QP?@-l$JP)aFrq5ZCj}5Xu50pa>qc2hiC(7D&2SqfkR#?cq)X*IZDqx*|s8Qi8lc!ES?=rJppngKmWrJWG zSza(+kN#tY{QV#Q`za5HPN4*HjFS{W@SVM37hiKmj0mwb{YFc4>YC{F@l*ecsi%?m zvb@H+HQM|6>}a86I+c#!TMoyEyo9&!1BaFleQvhypvqL$82Ni+14aFVx&u5|w^i%R z3w|~gYz9lTf{ch;2heD=ww_ohMRtFsjKt{}{yaca5&tdiDmFXyl}8v$Yp<~{JFES5 zrI;egYzMuw)2vK)SpxEj2(~6-n&QmAg7+#*&~($si=a^8vJXMF6vRKKn&v;wuNDAk zF-0hf>IDKSBZ+qqaN{Ea>DBxr3)7>~;y#bqV8v3>=h9le8kh_eu6&G9x|s+XPMHym zc}<;e_u-CzZ-2oIG#o%++*$Fy<`k%EoF~o)UiUUvV@>XFIy5Y1)A3?dH6CTwAD(l> zQktKwy1sp--tY2$j%a-b&e=V#At*Q=wv(}Ng`!!hRSE`lM!d`~lO_>kF^WCabtC>L@p#nD@S-gp;{q0#H`rJN=(Ltl zxiE&(FgHT~kw3_9ahul>RBj~j*oO<%H-?g{Ug%dM%W>`$<$>q0n^sFwX&etDHZ&8r zvPnWoqu9wNk*Bd&rT`M8u0-ge5Zi25a{t8+96cAj-WSPds?)idZ6OzZ=GyL?BM65a zI0M_h2Hy4E8Uk(pd(NjmaM0u;%>c>U&;=m!c}^vxh0_L7*HB_}ZDSwBt2V_;)?||) zAt}*;(g+X{k3^sA`Wp`5MKOw|Q(fN!kNTxVv$`95YRJB(x+iv&vcZcqj4#_}N*>hP6c3864F{x&Z*aV2^_mjNv}K_mfg4Amc)WB|`-4h0El$Zi@O^Y!j890|v7GZW|-;3prwj zjDT{hxF`a2jRANS^NUgP{W8AzZCBUh4bt=W*zw08LP_w#l6D(Bk|b8KjolyvsbzUXQJXn3K-HFV#rsZ?vCXW#>Tr4b}9mL%Yda- z>0eIe00a!>-TNHCr1^ugA0oZIt@I`(T$}hm$s_yL@utpuK%KYCj8z76Fbe zj?RB7GxP%m8=!|9=P`FGS(u!MPVAx$F}k`4_5Z18*QG#y3!-CV0q+@kxiU6PPBTI< zTv%CYWV)54`9{yNGj(y)Ih{Kv_ZdL&gBx+>489>HK^*(N=h2+RH>FbtWh@#dXSM0S zS`6{rJ=6E2o?-7j4?2mYdz~=$ew%xA!FBSkKkW~)Li)Og^6t#^&^OW_0_fj;SrW!4 zXpt2#S=M-x_-Y*Y&ROSE18#A-D~k<0vj#xwxT-;@W!3b|R{E|%q)Kz{4{hte-Y`Ac zkB`UK5K-!Q&{lMvo6e_x;$2?mc>273zx1t{KjmmU7PJ{#^23^!yX|pQ?4SuZ4%3mfiDnOUJSey>()hO zhr?rV4Pr61N8F_^UXu*O_RLcRWm609eJ;Yd?Y@Qcf_}v)uO8U0W3JrPDfEdO{V~-W z)FYrUB}+HJsiPrbaa#5g0b1z1v-?3a;a48&Mh`ggQN{+Lv4d?QOvf_-)sIiI48I8; z3RbtdZrNji>t=Ci_izc(sSX;2ctx-js)@L;3K_46sOiVcA znzrj9`fXbc%Jx^mDoJT)PI6w2(bl7+D$gMpJ126t8&Ly}=RNT~louQ0vB7+^;UM1z z&Mq2c90QIy>`E751ZH=lD!8MYUyUZ9(yP!Gp@@n?D6EPCD8B1P&LiHNByF;zQT@2D(7zYqtRl5!krSPo^Kk>>m_s9XQaV|mnum4(hnj7zy4JkQDq@X$fE z6spRM{Tua-$W&Bg8Y^3z3X}tUB4-Ar{KOdZ$3c^5+a>W8DB~4U>Ojz+;&l3*`~;JC z=JE-OIVj?rcLn;@nS7a>|*d;-5IOwCD${eJsd3;g6b&3r*D{2ko z{prSKn`!l#afF{(emOPPV6ECVv!^8MccGK-p8RkU{?oFVP-*ir*_n0vs?7J)8=l&< ze{l&~C-=X>o^DCISQBo-v5E&eAs%>}^+RrUC+>@pWEYCjpLbNXY>t$wqq{8_X!MMDj;UDJZ}W! zf@kP=PSq*|_fO+P;6<;82aYH5Y^Fh((zj!STSt9}gQn8%6Phyxtg%u@ZI!vgh&iH7SNAC!axBb90lFy?dBvZ#t;_04VyQK3>MxgC&7T_Qf}Q z#p8+P{Mb!B@eI&}dZe;bdVn+1Y30#urZHHdJDAs4v1$9JYklO$C*acYhN|#@Qi9c9r2- zz^dvB)MH*6tp>X%D?5j0F?#-$stTc%VI0Vk8eHWttJtx%JuVQpPJc7tPu*$SEXmvE z?>nSKIp{Zn^6S`Aa7+1fC>DChV;8_xHFL4ia3vOWk@Npxl~5a(;B~3V#3-#m4?h1)jzkBCg4Oepp*F zLc#7v)Am+j@3LxqKQl<_QL2VMTw(LrByz$kMGV}AvMZm<3BYP1IZlABTiD<6GYR@J z_v+k;mKunMJrJRoYIxZa4rsilot$cIHQpe=g}_>7CSnFwbplZ}GKL%(hU-_UKa*5 zG-fFK!qFgzH-?{Gl(`U=FoBgHz8EDZa5~KO6i_knls&0Ys5o%DEvfq!JFwc|6@qbs zIivQe|1h_)=V>{7k61EQ;dz zxyrf%SmiCJg$7i5?+7^tbS;0iU_sx@KiV!+chBLyjTa>PNn^+?zNMBNfpRv1I$z~r zTC=xbHi4rT#5!XOar)v&O{jMvTj5bho}DDkq)=QLC4_qY{bni}u^Zb+q-^#3iBKKq zZ~sh*yCSgX#*N&u*8JWyNZ69nSQ?^AI>)3w$^g3MR~bBXXA}xJP|=fW*JY)7ddrb@ z($0;HyM_lLfxh|!P!~;gUNBN#gn2W$-~OkA;ZZ6sS15ENh^+1>P$ppi zv~O!uxTc#+ri3>0?cQ<71zN_l6CBgh3;{K4(WC$)+cJ4%KgJvcSGQsf3X!gQ*xJgkfZc4K^LKC z*#FL4n+90twNWT9q>`&Ibvm;=KzS`N%xoKk7X*)O>;GJ6xQa>fY`hBZeb1~TKs4mH z9-nyf>nSjTw;h+#-cxLT8gd}Z(h2L9}di6(5VGh5F6)C0&eytS6!|) z8Gpqt%R4-Y5CeJbKnIw0AumPt! zqQt;|b2};o4?8Nvo3)oCh&Op;N<5S+t@|&xA7K2eRP|YEOaH1Tw{fn3m}TkF+*MGl z1^SD{m3H6wOz`s%x~BZBLxVwtNcO)OvxhvC=Y-6pG9Skhfpj_^raDLME1DW7xF&Rh z57zxulgL>ZX(8y$OaQkuGzs&@`OI>s{EpuROj3_mb(*mKSe@hrsQ4kmc!xh61Ztkl zu^ZGaoRvk?)Q8SYTQgqa-eR9r=OxG`v}juljJ3+3F3EwI)_Xp^Rf4Y8ns1G+}bZSQ#)#}opz3=p$7u9!*R~| z{uyca9v9-fO-*=DjY~a_Ni=)*B02_qzd>xEyWEy9xJ%w7k<`tF*;?FtlJ;kaMg)bJ za@V?vyVAHT+>O_05QNUQC`*YrOsQ;-)59!pgXut%ClipKfe5-O&FJ#k*Hz8~bxjl0 z>?ZvnRoh5tAjw@G)GD_G#~v_eFR)?rbv+t{)qJe3#NQQouI!}pI|Hv@bm?K}j)fo> zwfp!Ivzh%J7|^crPAW^|;cH8}=k{{ZM}s!j%EICDIP|X$wMEG;DK=WB43rTO0H_bv zQ{~uEkI~G%byyT?+pi7MA|VnI0!m89(2aBoNJt1sGc+iogmg=HcMTz_G!ja83rGt{ ziFAE8&RQ;?^{nUJ-?8_8kNy5P2NE*~+~@s^>tcT!G$In_hg6BJDO;bB^SlQO=Y&GetT|q3eTWj0z=(l;=aa6s*GH+lyww>xlt~dt;=)73$-|piQ{vb- zJYm6(93Ng1w+<-J%I7_z!hR9eSML^<-o8|3qGZQH1Px>vuD?x~+?X9A)`Lrzz2#S@ zf;NGgNl-9`m3TO^&XE%a-QU_Xd!Vmut&ZEG@YJ;8jxD-WdYAxZK}Q3^9Wu<$yn4 z8M+5#4CKOCc9+SutXcOHZffC=gY8fOYcakT%$o(HF#*8~eBmmsY53Cl zp~}M#U$HktpI7KBAWP^KAq>@2cTZ4LY0p`GzK3XIVPuYpqXZ|>D?k*Z4 zzmbj(3J0#1E8*?tR;Ty{^b~r?Ln52bLa#H-%{OuPt>_s(uWu5RS&W``Z}AP%Chy0f zWpq(*qV}zq8SzVD*1F%wNt=7eux*a7*-Qw1c$+s^&S`)4a+hx&cCTqj??*6xj__wa z_SsVnVXWy5zRznA23E@f$Hf6;22%1|Wb#t_6DXN=XZGEg!XD18>;6JtadX_hj#6mV zQ)YeM-7HB@#49tcLC@u`I^<4K%EhPseDt!jRa`1=&oN{1@g$3i?>hgACn_y3u8p}o z#jI!+5%cYMIw2deSDJj|G3W)T(~JJQC=a|tqKJp@9zg1!$mI`o@QXTe9IE(ABTU$H zNyb(t{NU6SC)SaF;dbgJjtrhu(~a*%`$pfYN~23?^b%e1-*0U49Jf#~YX515KIxb`&lZDHMK_1EomI4hhF+o1Y1b=!3;#62F$GzHVP|IlYZN8=5~J z!m_ZIr490tx4j9wLO>HQN_#2WkKtB-qBWgoamB7o*pV!^uT@)Oyi7es=tW6-GNO_f zUea3=jV>N$i?R4||K)(EjYN=|@QkC^o@qibPZFwizi6@4J9>#Z6NQ%uk}e7d6a%(j zK2>WpQe`AccrORGG}iqf`ex`#mW&<8`0SG1YPmmFqoMTTAoj?$MbaaKYdy!?XG#vI zDM~JF{Z4WM>J!Vp>%&My>UA=(rc58&;m+j*f)1qy~;U)jCL{n zDOQz5C%JZH1}j8*g){J$%X`^b9IQtMy!h*<9`LYDNW6+PRxLf)aoW*o(?qh>P^KkC zR^ae8e_^tevsydLB_>B+fq_@4TxNf}k%H|wCgss*7MYkBtklhfoPtAY1f3cTRWeBQ ziQdf&nAA{|F9?nZE=f1dO%Iv_?h>efvb02hlW|uHGQH`mzHu8}jhA-m-rCkOG zdiVNn(q%*1C!cqqPB7Un1+Q4ttRO6I`coR&A__^iDDG0Aq?}_VGu1t@dxuL-Dt}N- zYE{D7u_39EK^Ayd7n$X=;N}!ZJI8~YHA7KI-UT2l%p=5`DXIN#y_ToRb?#hD2#q5847&{v!2glFHe?76E zU-Zv!9{m4LOZlm#iP7&{u4Sza&A>P2=PGNk>z9v`_1E5CKClMZ*2>mF&Cbxs1S}M0 zm9;T8d0}FFwJZ3!g^`J>v^e;pY}e@p%3z$~d4lXlyavglqF!9~=|Y@lT#o6SQTaj@ zu&KRyQ8DkK?I}oN0dFDf)5eg9bV&QgfKWLM;+4&D??K(_CsC>3>g9HBvs8$8cIjdZ zB(8wVIU|3*fyX2T5|b~W9uIk)&6Qp#_!gEhQ!QFkY&Hmsnyw6=u6WuHQ*0{^n0(8f zUBu;-;W1vy8J*7=k>@g6A}SGJH(bn>Q6$1+$CFn?OT+~6&k@i}fW#K)^}@KGXNXD$ zs&~RvKEim6QWU$LIb!dNMMYkV@Hq){SqX7k2&%;i zup00`PUO=|;?+;)(Y>$AO{dKDECWI#$4Mo{epif@LXi0mAJZKkMpB3_Ju$0@Y#6si z8VwO66#?Bn0$MPJo-;7_&P{Ss98wY-lH0ltM1+|51emvOVc_0G({;c_!^B3xfVgI2 zBB6-Lyx}%ag}lgwBoy##C5YD+i^zv_L(_Pkrf>%5@-b?P@;w{b`P{cP-t}!nRKO*5 z_Fe0GKjdX*)7Ng!pj@uBLSBYPqQdT6w&~?dABq>6iWVCAbdrP>BeTBLLfo=AL-Y8V zb@+;5Jo!a$rpkRM%DAl3T*pfIU@%d^SKK*8jw8j^LoikfVdDXqka9G{BTJwZrqcrx z6>`<=f(fuZnfN}Z_6f#c0(;m2gSclwk_)*~3*|l(OEnft)E5gWMRD1ri}E{*@Hz-9 zLku;}XYGdwt`Q0~uA|QJm1j7%sbXLAIy&uj_&R>=sUr4^14d7F65XT&=q11%F8XeT(#U z@Z){8P5PmsgSF$&zYh-`OpGmzt~R)XUo-gcgd_M1a`ot$wGDW9^=tDFpZ)4j41Aq6 zB`5qB6};uwg6id|bA2`S+Xy=tQY)Al%#4iDK2Js?sRti14TpsCxJ*uTOgx{SahuE? z?25*>q&21uvPI!9M(=SJoi!$9`>3_JwdJt=jOk0*n$?8z6Zg8+^^bibJLk!Jf`_S& zse7LeWciFQ)tCvRl!9seB(%S&m@hauS~MphKQOkz-bAG3ri0P23EZ|m6$iwgoa*ECWH=$of&!n&5ZQ;@Ylvtu-Q%ylaB^ z`NWvnx!xdnS4w5!nQLI1Jtm}+!R6bHRn-cflDTHYMCi9Hy404G{F*S>Gv6LY^OQU5 z2KE?U3AaVfcU~iGD)i8&WVRKpqnU#KlDJueGJ}N4-X#%aM!Djs-Z#a>mfA3r!%b`K zd4q0W^92675ijeLFUSyF?rT{O5R0X-?6Tt5y7OxC7uLb2N~n23-#m_&A;+4GL@wKEitS- z#fuEjSud|lRs8|uc>_xo@&`9chMq_|*OYt6m<8Zw(k!=X3(AJ5Q=L1ngoRdtZEori znJ8Hq5*b-+uCIdkk55ult=eBJ`&Du9THTDg>G?M{c*+!opM~9W@(pg zNq&%B8Klg9FGOW?i$$=Bhbl|Z1seG(nzn6f0l6x?KErzW#|xVhPQA3DFa8CRvfUj) zD{qZg3+Cr%^wjuzNswzKGc0to3$0dy*Js|4^30x=zjN=9e5;{Fa`dh@3kxMKEpa?C z@ul0@_A!bB6>6Ve8N}-VX9?!O5@BNEW>-clAWiV}g?VBqI&`W|K2>LLtv9J?E@jO5 z6_54{QV5pxR&OQsYU(7|zqhP4J-mR?!KHGIE?cD}`Ya_c_S|J{=*@Vt+wm5|Bbayi z>kd`R<+kG(eSO^;o9ToQ#amd20f{kOosO}}`b{n@oO_X0hcnAnSvQBSE4GF(_%^z> zR`)D^95=i3Im>n|fiFN?W`FZSbL?!;>D$D4zY@*%_F?O&-?}nye|_V^rwAS!EL)Mm z65l*etd9=|pC2!+VfK%Yx*hIzrNjkSLf*MF58d{zv0ty5^Eh_jUC=CT)aB&L^2}B2 zvvgZ5+7_7}+#M#6ex{FS+#99O+xRV|))!OLN=H>M-YJYWmAcs0b@F}fn>PfSvD6xP zg{TX$cXeuh3}h_2ydjCVmv=>+tuBCi6pJ_<*$q!8>H8!^1(w!j<~Z7}w-d#(^nQLz z*}%EmAawH*ui!EYX1}B~HOy1eI63m;f-@~H8|&*mHm)dF&F688V<#16B7)~bnv>pa zhdg$wI|NLH#COPjvRln2Ja|43MwZbBU>M zo9B7oJ&(z3z+1Q@y>OaT>8vIYmY|y|kRnjSn<6rM2YQIyGf+8s-A^i}{A|^>wzgV% z6sOROzA{n#Oghm2+4@08fe;!te%>a7nm-e65$DjD7j=oFr!pmkAEK6)63gu|Zm?{A z+h4O)euSs(~{(VOW@I&H>+a(5T=-B8owRFnP zpub-*sb-PhCLbxS&lz_hgpiHlmv}9PiXle3EInD0z1?cSi*d@V|6Lg6{wp?9x{pz0(%%=j`+G7xKRtFy zP1_vtEN&^y&B9bgE6T>$F< z;(+rP@Dz7e5g@ET_>R*Iz}*#F0k~sO2dD*(d4P4`fClF|K%&3kj!qd+7#!{Z*#W!& zNCn6#W9~iRJ8(>cV;v56fC%7l2cRH$vK+u205o9;^cUZ8S*OAI?)hjjK)m-W9hQSI z0F{6rd2)*YHv#)b0N3DTcSS{3X@G$MW?cazBp~Msf&fzj z;sV42Nh-L)Ih`cQhGIZ;07(JV0@ww744@9+9N@PrTq=YCmaAN9{l#*CME?eI099i@ zS6xvR;5mR?fFl8Oa)#sr;`#-4fSm!@0j&N-b^3jia3a$YEBS`MoHR~72%}kv;PCvhcwqtB8w?Lg;EQ`T-my?^B5xOp! zJ-xs?8OzRJ^JIbl4Mk&WzS=e9fa#aaZ`WegzkhfTQD;?UC*NFk{jsLj=cf@9yA?eZ zDs=Q^g_l^7i$CVE-7SS{jriw|zfqj=&#e`0AMPF3lOCb5WY-H)GrW3N{$>dhFuW$S zBv!Reabfuax9Hq5L2Q{rhkJ|*Rh7ylbR>o*CBhJ;t;^P!IO0p9U&M_7E-z>$%#hzR zf}Wa~3j)i{lFd?r;@?&ngNPbK%p~-ZV_d4@Df&l448rr8e8Y8zEO7a#MAXWlys0x5>qTn0I3_N| z$NM@Z5u_xmxeHsF)r=w9iY#7PlvUZEjw6K{83xlHSeImeq9G=f8eY>PuPLXguUNvD zE~lT>tSaZl%0KRfb&8lIRw|i2R35a5F7SW1zQXC_f<>C!XTl`FaU$v_7(X z=9@#jS(bSp@pm~J5~Kk^nOP~CS?rD z6p83hX_PQ?EL_xXFvia^z%*ZKssvM!wkia5AefUpu8^p7>8^5Rc>XkkEKw`WoS95z z4ADF!^Zn42tmcDR!lcKv&TE_&#lF5n5ahXW8K09kJ{?rH6jXENc_bJ_jN%se^sQ*f z+J)v@oLcR_Ytv52{SdS8f~ilp>F(Rv!1h16m*1@#qa~y%%5pu5&5%=Nq_JB8XnD#Z>P1TNaT;jM>lcm0O)=z=U??SAO(b(-~CdXPz4z4-PtCbbhPb`xNNZHFZ6|H#;sf?eT@` z_SQC=@+==8QvUJq*}F`kipmP-L+1p{)%8TghXSPMm9T~**2k}$X|277NqDNZ?@!H! zyfafJF6dR)?Xov zys3Db#Bi!JY{Yze(Wh(KgkGOS>-SVKFwH61O8ET#arTb3Ez=%5UtIpn6}hfN*Ov`d z7j4b$^ZI9@$Hxar%whtFj;XM;9&e-rOrz4`&lik)9R&v~Q;&&Z*q{2k)jzInIjY57 z_6Ry#UAm$aV&{+Yp3HZpUkpvXnPk+bn$zJ&)>_QhX)4f48Y^_o*}|5%6PGoe*Hj*L zW;y(JQuIa9hRua1wiG3SJIk}eRqxeK@1pJ$&jAf*wykmT;T4Im`#qCKEm2E{9|`k% zb!J)L=M_v~s@C*Z4YG&mRP=eDyeXNRxvNi35v+sBCM1|6a{s$8w|(Z$bfD*$M@^LN z6zX&vgBH)DwT9<6->);i+3HXxyXO&gdmAs9DLmKdZE&%~yCa7q^OLFj-_16-n;Xl! zgdDk65vw|bXfmH^&ptQxdT=M7$1Kdeg_f~vB%k|ZLctVc7E(SRtW-HPy;4<@A=WSG z<@OmR3HCBWeAww_T2q05&gbMIRIOl-cD(ZEv;$6D6b6W^xul$it|iem2NQ!bZw*Qm z(+w-jIks0^k19(kJNEPE)GI$Ij&D@BIya$rj=Mw6w|b_NPllh9*x_&f6q%G?i>dP+5jUNEBwU65gXoyRr$$?to8 z;`{MBZDz3$Yw7@+EUDsp4$L&o#<(+$@`>a=dXFiFO_3)-nP7&gjqx7`>mR(!d3E6a z1YcerwqFqZn-t6X-vz-OynjM4fD%Br|IWbx7XRd63jl5ag@MxdCk;QkqT!z+=l=!` z!%_I(IT&y)fTSyl3$Atk|6*akoGZoiPZs_igk_rkMezi{{Ew6j1WLfta7qTMD4;|*C+U+jhiKb;$AOOD`RAA3_pf&A zbj%!3&Z7-GF|<4I#mZ!(CuiR88DykzJ&`_;C5gd>_8-<(;@j>{`rraO>? z!bsJaK@3Vd#qj#F7^6w`2sun(}eJ>Wb61l7cJyC9?Jdg~fV9+bq#DRJ>Fae)0 zD*Y|Sn`^`7Vnyuiec{gv96ZS$yyX*XeW>mAl%R^qjMGIZM1BDMMXwLcGtzUHgNwNZ z0m>kW@V?=>PHzu=rC_UtuMuMQGW~}vJB-9(jf!AxEG^FbdU`7sRD!-lIr$If`56{2 zNqIhz2VOerk6ui~dl_AQ1iSXEWm#4^3xzttBUJ9(YeVKf^tHJ(-rRJB8h*p6^<7fN zcex5XB5jJW3oxT(TcbZp#S4-lX3Y~Y6JlwE55Co{RwRK*G$Rz;pRk(R6tz~9SKmly z{#0j0)=!fTAuyDa+LPg{oFLIHfA3OCpfntmC@2)tf!g2yj;PqM9DhlMMGVn`T==0P zOIAsakoBOjb0VY;g&8f|0;^tLk6a?cGq`bw#+ifG5|X~c)fM;9*~6CJja~Z~nr898i4RgtD?Zz@$ zhbDUR=#lfj@uYcSG~cZNDXz+Jcbv$5a%;`BSW+aE_vxdRqKN`4WV_EYV|}H$io-Pb z5v5}=MJn%Pa*w@ib|^}hd7SynJ1Sp6FNa(*%7f+}lBzzQFN;uG79 z9Ko$VwW^faL?(21uYreCgCudj{#hvMKqR6+tpiDlPE(1bixRmC%WE!F|M7_kDLO>&5AXHBrad@x2vn8Z*Kwe4mbPJ+)i0`$zj>rQcGg z@hz)ye0T*m5eF&*@jEpeS}PL6c7jD_4t0$;wCeW0PcUz)%_60x7c@M8o}KQZNn?LA z=jVPpxZiKDbX}qwL%Yb?{K1)!>tdhxYGP@h1%Nyms?eO}!NA3%c{P9XHTQ~c{cpi` z{9U52ExdI&=ys5%XJ>5qCh%FGSS|#4Rg+}-UJgE83VEL;{T$iDZKJysip{0`=m0V- z*@c?3)+=8(4r|pHdVUFAJbZ3;J?z>q(k<90C6{VpV*8 zsLcocS?A5;qi({4tYL8?`i(-U)<`*f+WGfBz3H7e_q`gN+_`ZpJFAfZ66Kt)>SJ0` zBgw%6)mH6I?i;P7x17zjzc(yaJ{ZBHOdNXuV(Ww1ZYlP~c~Zi5Sl9~1_g2eu+aF}D z`bQgKPf{9I=3<&yEXC-Vvx}hq7sor_(j=IbR_|8rg^|q$d+hdwQAD3pHkw!>Y75kz zGF+UwUA~k&sLWSHvYcdBnf7mbw%tz=?#Anes45?zJvVt=TP-!RbXF zV?!otz3hIvpws_3{)Iz5%_Z)Lbz$+`Oq}z#TFlFX=Ha>2M*V#Jml+Hw_c!n?pe0G8 zMQ#@Et;#!^2eZ3(F6%Zce1pUHv$Ys0o;cE7OvM~F30x>S=3dib#B^)+ot#_r_`Khi z#%#-@=zW05DAZTdLwxon_q4B?BA~5BfC1x_2jkW7%Q>O@q)ntE9t*uG5sXxXs|)Cl z=9rb(3QOigmQ~KCb{qEerp0IaJlWGRI=Y;swh|L%)ESx}zSP?4hQ_unnw-LJ0Xbi_DBgN-m zo2Q?lkYd(h%A{?FPy5{vbEn}$$d!##3x{~O1Rmq%rm{v5<$WOc?`rm1mbWoAvqI&R zUK8me>^iv^kCJ& zFC+RvLu2twW^A$%=1U~UvdY{$6c&myise@MmG8%;yy92!T|;Es3~sf3E_Q+_&!%cV z@s*xhI&4C8WX68>5BU3M1cIHHgXb6i{uVm;@4{bpPL7}W3#4DTo&R}n5dbdG^?-Q~ z;HzP^3y8Qt!3FXvT%85-AJAgqLM*WGfrffTlGVjP#|2jUm5iBG6cJL zn@ly8RoFEfSPAoZ5%cD`l7n=fByI|a%0nIkOvZsX7eDG}XA-+pPFoeVi){;pJNG_4 zI0>ph4zIIinWLWLlQvGO8!CaYXp4KqJ(7P)N0{~25MxBE0tI?tGWztMj1l2*0D7o) z<>Y`^CPbi`3N2_b-{jUe1Vj={>8bE#gS*-a<_~hwLmRjxa05e(sU<4zdZC-k(u*3k zD3fa3((^HmqQ4fwrEqPF5yop}<5HrT{RcM_Qg|Uyi;%JxRE6*k=e^ac{3~gN+=9?tk zLOC4YD5BIZNZi6r+Z`KbZ(7)mTLIr}Uv9Y%@8qEm_s~g>n9DX&C6hSkv-fmZ4*qsY z6;j^RAE+7z^rMEFK5SfraNam+udh5obM4c6(EO0`eX6ciiX_F}n0X<=iA_~ZACE}Y zmfd)I0Zw=CkHO(%<`;1_gjDjHa>c$1i#r-lA0B6U2lq60FJ;>t#2&6x#&MC8U`A2K zZT#3{?ds1>soWi)h1M((o=);VG4>E}QhkjcLHv%`aT#3I1A4l0-f2OEh%l+UqN8B71#O0(tR_4IIBX0V|lw4=S;8=FK!eaY{mEhCJh8ml~#1c2d3tl(d z@cvh)jI?jDUxt0!lwxp7Uttuki8tO;G}==fI|TbhD!Iot)LlMVG!BMQqq|Wi2=r~1 zI4zE9&epxJa@z7EtUdZ-dZ8q@BIZEF1Q$xcMz}2*s95?W@akC z7-HhvAC(NVMG&iC!+{pvuWc-lYv(Zy>Pi^1x$V;K^;!F)4)$u5K;T{MbF1o^P1m)? z%YKh$I#yZq+Xc&E<*!m!Hex7p8(bY&VjC=D#JJRiW?ivd9qqr&S!OjergE>3&$^?f z?v9(6=vrkvA3pEvnR^EfKn+all0P4wYq@93Y)Wb11nC**r!8!D!_R}7r1Z(qe~6YEf8)08 zB~D}9@FT~buBMhaJ?*LQ*1zRSVQ|Y>J2!{usb+|ur!N-I?mMUv_CRvq4?O(o#l>nW*~O8?sMwF8i>Ee818qZZ+sqg1T-jrgqWDp2Yn<<~ zCw>YF>+G}%X?s+m!2K}O(k%Cx*i)_uF6GRP_sFA#p^}ErUfkOHKBj!(|2*ehq)G%) zBzI!)AI{o8tyOjow!fsN-?M!GO;Qs(_pcb;Kl-h}bNo|hGK1&ofE@@<;@{0y;I0De z^Ovs*Pt1X{2b{jYPH1>I?&`P#ZYc<^IcLBFaX=daM>RN~;Cc`+{lH=NhZyw0?+;@X zE(XDmZFu|*h(TtlK!JiAqko7&6)+$M0VU{ndlVSKz#awRx8L<2V2py(`6}Xe<%m83 zCo`~F|K^4Q&bX4$5(|I^16*BrYz!RNfE$3G^DD$Q`(p{<#h(YgU(WBwCp^vu&;wYW z;3x-T&=oEG>xrIP2#>4*Clj3RS0}nu@YRV9gd3%(zZ;w2L^n+ZmM&az0-ysoHbGzw z*r6b)26r=oS_5}8K|T%0U;l%mXzI)TPdJ2Qh+OB&vTcvr4_s(;;Nm*U4{l zUVO0~O6lPs^365z&Qe*7h`Ak~F#?9ynwUQEzuuv*MCV^DQ&6XMu9nAY8g3>svYEx% z-^$9-zc;_Xw$*UBwW(5fJUo1ycFhlw0qL`T7s;ZzD4N7*UFI4;;%!laTjGzALgbu+ z=RNbkBR`k)&Q_ABQo^-X)V#ZLcj+}UFTLvMZOx(w(TF6U!~+Xg+WeRld#-togo~1#6!D#d-%+W3&BNd(K1pMQOqgZ_p7Cim7%On!A*NP zg96L3@^((S+(KfN@JOi`eDzQZs24E}Rz&qm8?D(wV$%(hA*?}q=jMb(7RJ4d8bfm2V)=P%1jYaHIT#A*5qc7$xts!VfxNM()^+TGaj)uXSwdgmFZU!vwGyL8sYV}oWTERb+={SxNisY( zv2LEvhB+Q%cyQB=S)UjuHuek3v88)Tc`gmJHFbGCW@#s@Dv>#q>$ACH`GeM-xRoc1 zB+nFCE0vhAWz|o|q4NEaro~9b=3~q8AL#3XgAn;B~HiEMwd3 zayc=ux`lQF3yb4fy3g@))>GlKywBJ7S^9OtJoRucCAL3ub&TSjJ#=De+81BrB#+xF zVnHJ-*<+|zQ!M%Jnc(~31T~)MV)@mApqbJlQcA}}MDBQ?Zp+%B-rT{*ljTR-qG{{K zLa?Id!lP%W?^+lYefe=>VyDOwWN-uzn)=R7j?4FxDP?ZoDMFqy!#a2z#FMB#OI3W$ z?YvG$$EcvD*|~dLC(K2GQv9V~90HDv*_??qvGjO`mSkw>!jFM?S0s_fy&k2PWSXT= z2W|z(lbR3TmQ2=|n%0m?WF`&Zka6%^hJZE?LOam0{i@GYg|T^;3Ueze+! z;i9{Za`hOV9^nJ4r?fP5tsMEcCI*|IWh26ZDoXn@j=5S% z@sYn9F};M5w>dI`i`)( zXPj@TdcPE(c`ZGVj?}8jtI^!+)lO_935>>Zy$Js1k7VQ(V}JVr=1Oapm~S`wjqUkw zsI?4{g~_ahrOUP~hjw$bF5M?Y=%rpv*Zqt>^%&e-PqnnCYJ!{!I#)QEtdz!iK!uhI z$@)n%G#+zS#QF)13>;4g^V@vPrM=%~S{k+W4&?^)GvOtVO~H=2#C&<`n`zSRC0X8q zvt~CsoPE!;lGW{Ofx49Au_?5=1J~0~uDMjKtz}y*zlIds%^3MXMi?<^6D>^PAb>TO z;^L>x44CtNynE690j&$mdb6cs?-Xxl*sXIdwaAX+aOjY+ z0%uO(V&`)z<2-m%Lz-1fb52XU=WGXbr(yeq^i+0X-o3m*^G$(Hly`6Ys|#B>3alB` zg3Xv2{&e3OY}Db?rr|l|^Ou8Dj7=(NxZCRpH64L_YpsDpzFa#JN6xj%Ia-UAjD_D- zE$tsP+I%K0XJp{tPkO1%e3I!{u#)H?bTm;g_jM%KW~SK3{=Rk(7i%VI#*;a>LnMZ0 zH9E^1IR#H`3~>6A8oJXiAFY^~4?ZnCmP_X8ki*G`@)FfWWm}HY8%^VV#p1}bmyghlA8Na)gd7)z1KC%ngwoC z+8SnyXc?dJK5NdJ)T~*oD!qN+d*@y8jdE5CXaY-0g7dL(^ZUo0Uo-3`dk&+R4Y?~N z)hfQ{xP_?&Cw`-rg$i6i^sp$Ec$BvDHLxi3dK+(YMzYgzVAncaYK+%8M`0MGL{!+f zi#%{x2+&P0ntb~>@k`n@6bp$ymC@u=8&7!|sYg||;{~&#oJwh4;TTYdkg|Lx33JP> z&D!Qkx9ikincCr*xz%-#*Jbk-k=kpAy$vnYN5h`tDQ?1?Q702+G+$-02C&mZ^MsT) zS*YLAsBVqeSKV;nhkZSCoTP&a`e&1b%Zg{u5U)C&+si0iLmAjUaTFlA*@KH^{M8x4 zp;SXVACT=3{?hjAvC<>-x{NjC9pq;jdE;xEHqN-t8TyZfHr{NBvmOwiaMGNvHW|i= zCjJAJ{^@nH^Kn9cDM0^T&iTJy?qKKPyiR}B?D(1g0~Q*v90A;b{NG)-56z-quRylQjA7F>CoHCHW)tDGOF*}r(31u!7^{E_qX z&IUQZ-}w~)F7P0)ni+7LQs&KHVLo^}1JEnzg#1CTKdTua!uOB)J>W?Kz6RtAr&nNa z!s!)ARPe|i+=l!ETctw)w!+I7z~ls4+26_+pm_mIKLD+NYhL`3&jT1+U3`_#D~DZS zY}r*=P;%Pla=W41}niSo#haoD?P5AYa7^N)C0dbSyGVPHJgro0BJ#EX5) z9BMsO+3~I*c`DtQ4Qo0tLnoH-o8>~>BgLvumPNdwGn>3r@~z+<>N8pt1Z0M}Po%H{ zXk^~(FQrS@<`$vK+kBM0t=!T^XpW+>)o~s6qXqGOqSTCKe$E$B3bI&Ofz4>IWeVm5 zn$fHI_fCrT@>5PYTfQmhJF0~pJ{pdk+NZn+t>5Vdql)+nSE26-1Tp(q5{N4tp;y&l}~xOB=%Up-d3#;eJ)TrZYpoJ%(Rev-_I%P~qO0yq3?c(=Rc) zp>-NVmWytOI~esZKM6+^T70hP8hhTjcumk0=S{hY%=nN-P3aw@@g_sFY-q~CjcpMO zoZX&rHcEZQ=Norgm+*ya`^P@SDpCaK4C(g%uo~oPxI`An#=22nGe$~d(f<5Zkh9b7 zshu@$(~W6_GwjH*NkXof@s5=4*1qxeVwZQL2*~3Byjde;GaO1pbUp2PTQ^U}^j1{| z#0zXicj$`ki!JIciRdtIb$uh=ckT+Vd(p0Wn{r=FDqmSD=Vsi7pL(Z4TO7H%$d`|+ zYt!!i=)>{mYQ$L=5k&+gG>Xf)^Gai{hBR%*QRVd;G^c4u@>dId5=K<{3J0`TwTJQ- zC!A_iKkeg;V4LW>`d?y3Bw%M~sFdP8aMZ<1psmf|BV;a(ol>ibdT@}}#Pk^#%XD-e z(h@0%shhKq7ou=WCA<(n^u>wpmZ716`2ugI;lnEag!~$3Lcx^6iJ|7IOhid6X0_za zs2RB&_l4*&P7xWQgZ8$29tjFAD0lQe+#7!6)XY}2ubP*nKA_EDE^@kBw4}S;-hECb z7)G4p0#OY$+1Kjt$rd)r?d~(vlW!LpyRcsY%l-@_hwy4w3REn~#fyN498ceR1(Bjoz_AQ%XQ8Sy+pUD^4m0#XivT zqwKY59NxHwd8!vL+#f#MH@hY8$``AONt;hyNbtpsl}w&Fu6%86AChxd;C~dB}oYMUu%4{)wIu`fi_G2!^U~|!353?Gbp@4zP zwOy;rEuFlukj)dFV@C-^#BR>=<@luh#OKl4S+>3nVsq}7!spf%w!}hy5eLP5Hl22# zv0twGcU<^rP2A=g4cXy4?nthzZA(70d(zX1$yjlg8Xq-jrzEFs8!UOTsIRAqU9w3c zB=F&s($MmW@ka46Q($PYS!Ym`0)JYdS*Ji3j?E?H@uuD>!COzI9&RbT#5-n?5ySU)a%3fCvvs9z# zLpz=3Zv3`wJ4%08W4B#G5UTZ(*ST<@&TM(QV^&YLvdY<%YNqaPi2P8X!Yg;m;|RCY znGazPwRP{^t7ls&T;(6LJd_{5=xVa;(3M(Z*Q82?jpXsip)NS)kj@pm;m~wMxx=jT zI2d;)XV*)QYtYtq$De{#0a}wHX!yY~AA-uQMH`BAPZ2IdzxN@2^PADSYG|?bxj_`*Lre zPd-Za$=gIZ|8}QZ`jvh7jJB;6#$>&zG7(W>7TpedNpA(zFgQ8civc2UzB1{!gLUAJ zEb^JDf-e+}_(tO^pF1XIep;ojz3VHlq`w#)tld43sa`P~?P;Lfy)D!4cud?%>FPtOS=Oec`dl?k z`_6h#UtWNAfN)3$>`eCy^-(3s>$pVZx)M(jT|T#Yqf`*LA@Ncg!) zea0&`wMCF@;_j(Ugo>sn=0h7Q0`4af&hmBcbDMJ|AJ^l(Q)S~La~hu0ky+BKVQ%1` z)wyc>ys(Q)^G2~C;kIPst$NJtoifls5Q8L!B^4N*k&5amCZvHuz410V~pD8p4ccy0|)ASfyWXA|goJ)5I{2&+GHdjOe$CJKyBAO~J4osQ}7 zPV(QHD}X5hFM&2Pyr%-{3V>fh{0(pvkXk`W1&*z7%@y8I0kSK+gbeB_fLsB#g7z*z zUU&%^sIUNA0SEt8LIx@l=L9!Tf0dAb zIj2C7{SW3T&`{z2Dd;a>*{3d=pL@Q|0*IdMN;fLG%vXMgCqn2AVIto$^=Z_+M>V zK*|5_ZCUvEfZq{$GjYxN);K})jQC=;5~-KvP&^(zOPjS_MXkJynyyYH7WY(HY=Yr| z!4P$L?fo1J1Hf}>ZvFa{;iZ#2~I_F@;%`JTqZP}FU2CgeqvMn z^c5kf5{r&x-Q{H23DDAB2a@OzuG@a>yzW9wjwqo<#COR2mhawgswP*FLkdD>dms(* z?iG9DuIOR{p(Gi|QX0lZW$D+2>SAC`p_{Q)=2}!@Q&)WMd+uDpP}1jrKX17?$AUpD zpSt(^r@LR~BRn-)Mwu@h5|yIfdEI{}M?BE9r(yi|1%dkwmGy8BJ}mmkF?7jTc3(;h zq(qbZeaAJiT2(HJG;`O+J051=Yk$fi^{}?Z!Bs4Rt$L^L!(*5O)}y7E0fl@S#rCIz z<_fg*9dGDOKJX2{I1RM?B4_asB7W1?ikmD#7U@W5wmLGX@)}cIMJrVO2}Wo?G32gf zMT;n9{7vJoH?%0J6$wm(yri1G2<1&EWns(h5ZWtYhusDTZ; zOZuRL<6=@a%=sl78+8FbG#35KS#wU%Qn3hc$Bph=Jzj$f0(maGy2-xq;7w&f9hmdKs+e@~{ zhH@KF7fLMh=|ypPFAAkOf7>8UQj+&6v{b;3kz{Prc*Dqm){Or+()hM%ijPj_+h`I+ zMRLnY*H^7-n5{_H3OM=CP;C<&tx3voQ`(lbm}m{TEKmbYO#O&>>R*{1cG7v&74zl4 z-LVhee?p^+czrY4P?Ea%enzeqEo93$vqt$4>iAu34 zB?&4AdznmPF1vsTY`vTqUBQxZVzHIXD=ZTX(Hbbd z|4`I(2$z=y+kpc$B+)TjEb8gVr=JmsMqCgZ)i2r7JPb8fDq4CgkIA2UMTM{G^E$0MV+?`73Px>ZD(mZGP6O9?x$XD zYX9yU+9iAR7u~1x!@Zhmq^UnJ$~!d5WN*_ABQ?xm<{f^vQ_iukjwqk2&L(4~6{yo8 zBI>XFq0s*ke`=D}FqztCsrXGV+QsQflupgJ-E55TYa{~ABr!c9s{`U6-`{HB+{=`! zaP`%?X5rXtRx)>bv@zXuy6RyKJ&^wTa=Unklu}$~twkwpdYF$i;0q*)lTpGXT~<{g z^x3zUD_zhuYkt=Qb9u1ZLm`Rw#Zwx*uIvZbzC+w4ks03Nd25t=_r}$voUHU#5INU# zaNs_?QNd2~m5M&Py4OpZDY%q|yqUvtL}aRNXXF@-yzX??v1Z}!2bSIS?1Zufab!wb zBd&M3j!Rz80vU4EhK)8`XRH@F5mg2qL#wjJaJ-i!+g^)5n7=KxZt^%ChJ)~4GlFVT zfmQ$?g#r?*?;s=^F6VP(o@xDVV=S7LzK~z@J7f1tvhXa3s&|ZWiMX;_N(>SUE(M4K ztj03e^e4y1%gQIV@C|)ouDB7hNJb*S^?72|@CS}!osM(kkCjOt{i#>5-bJLhMQy9G z!(YsEzt9$?FFP^uPC2e@Va_!=tj^bI)_q)zD6FiC+MH>KE9~^!!qO#GILH@-x|X2& zsBv`e###&1BsV=dpM7B-6;JImv^Ee|-f8Dh`F;bptnSSxYW73;gC;T&dRIPej ztc$k%cfHK|9_{knmJbN%pZ>f%Hd8F1G-I==XiD;iM$mFbL5na$>l$mec(2KTmU;F0 z-l71@tjpQH*_*>+ZY9;RiR)Yi-7HPiXamNOEgQGxmZ&7*$&101I?R-U(NzRl&-R(? z0*u|Z^DWiw{!h*pDw??6c6W9UqRYC@xL3%NNOmx!9UP3bQDPz%#_J^SX3_U8R6 zMgzN+?3TODV&JSrcwIrzds1`NT5+#G zD;iE3H|4!At`Q;lK2$BXggBj#z9I|uCB!KEI7o08LLuW%lOrC6)SyG4J7X(U zecDQKwzi4c#9ue>GfkAWzBcz}Y16N3eNMEdlpzxRwB|e8<8@mS^2DhZKW3|%&Ud}% zn)ZSjS9!QU=A67zdsmgNQhN=ntR#Zh@8$4ya)j$No!gB+zV|B6UiP8QolZ7+Tzn1S z0V5u`p7T>)&zclgkADp<+Z_AWIPHn5O(wYFNbzcEp^9hrvUN`6tdoklgel6_Ah(&A z-y~H23xc;7>5VszsrQ@xg2Gqm`t?Mf?d2tvq_{e+280>(@UPHFKIyENP<@1VUBl(c z2T~GYh;z~M5RZ~jnTdT%k_P>hw#$fsi&q6@Zz@W`qs`7JkHXFGMM*?DbsbUH0_X~D z`rj9Zjlx9YR&=W@*pe0o)1e&#E5s?pf?tt@_#1+V$=UExh=YJ$w@kshQD>oh10@RS zocyqOSE&iMyWc~%R}`Rz6g^$5w9yWXGZXfjKlc$@Nd#(RfeSypn{_kz}LR6>gtEdiN?jP(nG=EbHf z;Zlp@UCY*6mT1SQ1D_U7G8)}pKYRD`05JfyaD2q-a_Q?2E5TdCPV!;$n5@#;hT|>v zIo)rx>#(7HG?Y!)dHI^f8a$2pB5FviTZ2#2Uz- zZUv2sH!eLg;@hgjAoH;cpSn${h;bDSq1?O!M(Mq4DB zmY$5^uk2v^Ve1FKe&xN;V_dAIv>k__=jDYlx&&>r%bh&E9iR4&e;vjuUoj{C^gY2w z&VB|W*~bsB8_BoB_!@=$RJZw?HR_4Yq$fJebc-@#>QO2#DjD|sUJh7&d0EC#A6Tmd zyS#i=sz0dVe1SFt>1O_i3+9C+b^_yzb>@wM*ldO0bCTXhHw2G z&HysASCbi}L*QLB_=Oe(a{idP_0yjLA(mg}3>e686{Gi>;I{lVg`pDm`xFNF z{DrIG3p{q*9;70fZuh&GzM@J{yAq$SNGRAhX1N-_A`Y1A7?Ru$P$>v07`O^`5^DLctNTH3Rd*qMD&+hfnmpk){QougmQitJd%rNjg9UdB?%H%W?jGDV3GVLh1Shz= zYjD>DcY+4@5Zs;I&dfRU%*mX)-uHgEYu#S(<=<7icJ10-)xCd4o4pWi;C*uQ{M2#C z-qhZFD;mdoa%VXKkKavB!-YDGDk9gr=GiP~mO)tbIaQRv9?>sO?GEf~n{!hkLTxsB z$$d=^^fCY^RETuoNu^KGu{Q_4Ngk=9tV5h6hI!`ir=Sw{Zt7mjfvdtI5Azd=5(_@i zJVCNRCfpJLQd&rMMlr!WMECS)K}D#fNl6X5WY;_lXo^#=<3+aBmQGe|dw`8<4+x9Q z{gRdajS#7PIIWMBPovB}Ncx*|!^twhw)#`!5oD-@riWkzPUE|BiUri(QpL;NG;$6(5S zGdjv?6ow94&HEE^OdX`pG`RAsZ3JeK@D`Y698G+puDtIN&6vtHPq`P^yyw|bgYbj$ zx4;KxF;iGd-k#ffp(f-C_#Pe4qS%{)@2`TvT_~f8a zS`2w-#&&+`09ZgWEMLVZhx&rVWC!Q3jTB3Yx?d5EHf7>QP=o9%#!ein0P`M@-yckUhVo3N_Wl)LUP&TzyXNIHw8b0r5b)?tV64Y&eqWA~By z;`?!S;MR1wM^^cKbDK5kRFVt84N zI7oN}lxTw*B^@GZ$vuM>gQpT`2vbkqVlneB7zx=j2}`xMc3*6r8Qm*vanlXT97YZP zYly(Ls)~OoCU=itWcSNOi#F0ULn<@(gxadcr3*t96OE~o2_y+sWTny{so_OB>nV|y z=9p04-7#SJHf6nHI>t6!V~!WrHpopF%(4*#jRs>k4b@HqJB1!d?hEFCQROi1s5Il@ zvdZCg{|+c9ei12rJ|yR`QtBmE5b;uek_hx>E6p~!-%`bhGoY_za+gC!M^ZysvTe(v zxLQl?Y7(W)VWFZ$I5)@OSW;7nJX&6L5q{=An6qb zwFvnfReLjKu*dh2!ni#kQL|!U!yuzj6{@Pr<}Lij+>}#-BYaU{>bFAmpM^c|f!a*) z%L$aR<$mV*Md-8Fs-q~5Tu}INflx$M>UDP1WMdkHdU(=8 zE^H2(y&7)|pNE#BGkXF{6QOvQH~bHQgjKqwupf}{4j1LjFwZ5{arjiq=SOvin3H!h zv??|jm~|}3Tkus(7>lCN(x$_05C(`=rBSxeQlRFH zdo%gr6VbT1x5mDm)8@xg-mDG{Qi2~k5?lxYT8eOe4pBk{EK1yW7Tv$yf^mXf?r0tRP37Y!h&7zBLx%_LL|}^eC@~GZP}|A z<~`|(NU3T10R~Jkvu`zwUojh4OnoOTj&beRq1B0R8q0dCzW_=dA*@&DL;@DvNqxd% ziWp6FBRHiX7Ro&nT``UgkMg6l7SKxpN9?YYp3_-wRhau{L-iD!P!Q(`lhR@~E}6|` zcsBBS-G}bCWi>9*W7(V&Lt%Fqxv0n{OqW8L-};X*=9e&d9Q8ov$duxS z2#s$l`D)Cw#?}o#bo@7XQP@7T6iKTn+qZhuUq8kl(lT~=Upe~T#Q5&=adU=3#}#^{ zZj&E{pn*e6Y={`qQZRZk@ClN6wXEsXT7L-m!Sil;0r7{`A4VB0*y#4{%Nc`YC*6$d z5+4&25%i}|B78j8uBzA0j&@F#A3Q)`ZAcUU2%c$vFM5a2A?IrVA6(HtL^f(U3qfD0I zt>_jsGx^w~6ywwBXiSptRmb%j+1<52?^}LHs2eN=@y=sHt;H7uobe$xD>g#9J@%UP zBjL_~R&4o_h@DO*LQR3W!|Z|hDDkfMOYfTXzf|r@rzXf6diNC<>65x2JZ!7n#RxcG zo(-8Ms`db>f?=GUnWYQ@NUCX!--BsdN#8NmLyad;wCp(4iHR(A#(ICqe4D|~TZav( z8CXdvuo4n|Q+E-y`Ef>1*7n(W1NB0Om1#9mpo)>YOiU~(3Nf70WROiP|j6J3Ri;E)9hxEmk zZxx$mn4eH!w9!r<}<~Ae(kX|>HPT6GUPa|Z>p5c z7ENj6xXTb9$y$8WDSKOdt5%oE*bNgMQ5_6f5 zn)6r{pVPJ2HLa&_3IDC4c@B8@z~oaB0~SEkz$HF1H!!g7>GO@GCrg&LeO<0)TW61) z1m!r}nVuBPsBU5RS;dQ0vC~Fbt8|O#Jp!3B$Am7Iv(oIRN3k2c6%6D@6;~rVhxDmf zJ&?rIg$De z7~kEU0vY();~Gp-QakyPp4!qZVL*#J7XE)A#+xB_Na;~ z=Q)ngjmP{kk4O6to%burrpI)o9I`B+c(nOql$Wgjh-{um0%n*NVJD8So7a7mK9hai zWy#7&@$BV3Atg{u+Tn2HG$oo6x})k9=GFYLJFeErb`?7R_IW2X`>TH1@|LrR4Rj%% zk5mf%_eKnjGH`F-36TN(yYR-DJqG18+2D;~AJf~iZ*i?$$4cUb0`D!UTu|j~;Pa>V zL1za?KOqqdUGBHscgKNyoN%bqaEA6+ugM9v@|ycrTq>kUV?aXbqaW>(>W|)x>~E_2 z165U-azb=I=!WQi)rd@Zb4C?+arPHZ~Fm?|S2zjKTJ8dIaDm%Xnbg^^f>Z1RTG z7;8As=Dk(`9p-bRzhkgOST)ly*8NWEz5l2k?YxDPu7-Qg`i*D@AR+uH188)xY=Upk}DIggR=vJZVP zA6S15|C}?t+vrq@q8Nu34-I(-lNLs8vDK*YDNVLMsey9$t6y+MC=F>=e^geynDF6K z$kxE>ny4dJJs%E#%_HlBg4gcXHD`fq&E553QE2An@J1FLmBHPYi>FJ;%$!*MR>{Fu z<737;b?Ng=WUP3S$n>wwm(?-brdF1$gO4XVU4B3<$a(BcO~WiL$z8sXNG$H5ZGgcl zg<09q-Lt+g$iAi05<{qtZs)l%x?Sgbu-Ymsdhc1T5bh>Q(B(@?GIQ)}v|Gtoy;EJ$ zN3`hOo;vtZi&KLKU`M{}iY=#^k8ayjOZBaU~SzZ4t`v^;}DMtKfZ?h2ZNr;OJ(URlvI=-IztYk13;;nHGLP zT_IjbbWup9}NPSMGZAe?DM zbu9-_J$K9>ikH>(JbN7@aJ#|3mAnk_=50uC&U0xJJF@9wf7WRE?5NoG&|cY)?nvb( zy_6y`K}^Eu`5ZW0-jtbA8Y7PTr9e|?IW76avs+?vNjurwk%9K@(;8MJ{kWxJS#>RR zvEk*}#nQl6I`azrGY-fe+gD&bwl)%QGNB{O`fTa4(!~W4SR-V4umv`|f?%ZoR?3{h z*{#rrnpYs4HlYgp^_pb*EmaqHc74n7`A&}Wy_j*70!u6CT>67ei~og<$K+b5{Lx2S z$Kw`tZWZFi?!-Ih76*LCog!r2MM8)1hGUU(U9F|z#MeiyAGq3gBra6f0%iA}>&}b& zY2~9=dF|Ai#K_*!ctgqDLtPYk3+bG=rR{@i>pu4xY8-DQ=e!zRn?yhaq|TH@cwb2t z3-F&`W~T@adYuGQ3U=7Z?CTuZKkCOo*qdOZjsbI`7L-eHk&UNmNBT9m!=@&SfY{=x zXLKOB>)y7sI{SXI&@tP4mo1C!%cniur}Vm9U!BN@ChfOyO|2JWVeWirPde_hKWQc@ z5(|=IP~|#i?k|R4J$s-3w0W3UiSfQ(9SMGs{dy|BmG`O$@(XmO8AKvu8ktxaoOu7( z*irhujXJ%M6YuM1TeF|oPshHtKlhphX1w>a29i1A;xAXCG9QjnE>{@udhUZ9+ov-0 zNjE_UZK2Yt#>T@wqc4u-oe($%J3>uYvB-x`*#Hi(AHUHoqmf7}RU*rpu z)W;*7J21a*rRS4BtAfw-{=>;RLa1`S74^A{0q&PTq0xZv*LCD{KLoxQ`z)rIjnmZS z(DUE|WkBNrn1I1yw;nGa-<#3Zm`g#oo6NnPedJ25wi1ZR@H+cu!%>Fp@mR}@(Kt>) ze_I_){I!D;!y;(BMU3TR>^DIFVCUWVer_A>xB!ov=gn>InS9czTgZSnyZow8$lkSy z8x^^7I%Kt7*2IlIgG*G(Gny^E1%uf@cyTaACGdLx9640|ILq7mZqumiC}nol3-f9h z!c(#ZWk*uLNT;#x#t)0Q^tSeSDSsl@5_K*O@BXvv{5XD2||EHWY1B`EkDH4=j`Ks&9c>V%FZPq#ZvrD!Xl!J?Y6 zs_SmsiI>=(752qN?%HscTNhw9(Oy z+0+)2iP20Wlkuh;E-35o6rKf-r>ovK*{zHz*(vl3ahib=abb0_nYInD6n`Wo*EOUq zAk4TdBS58P*gx#;Af(aKux9YJN(v;AD%O0?y+d^AI4Bt+nO+{N5?vT0&_?XH+%qv5 zC*ch=IdD#NtQk=9^vrlSz#rXlz#l#C0N`hy0I*y&t?Gh<+O8z1Yh9Z1%hWx28B9UE z4BvS+qckm0u0oSTr;{ab%I*@iSLym6nrH@_K0jBgJ0htmEY3d5WVo*C|WY9FIJ@?URtKNOgep^0wj(F%Me@6mCKv&L&t-IP=T*;-i zr`z@d9tJ0IQQQ9Y*G&>>VHPLtjt9&u{!UhQ)hZlKrL-!X;tP6CB8JrmH(ohFu&);Ba4{^Jd{-4M zEQ8Kh&vSJOb!Ge_r{Sxr`!p4fqh^#jB=qggYC22DD^N&BgoJ{99k~6>$KiA0H&n$o zp>H1=eJY34>?=$0nT~N+yOt(zF}XH{w@airHXCjqJa5vLFL^i|3k+*4+^gPFL21e1u0wrF!(Px zH+5SAZAUk!;M`K6uyn>F8mb*YBv zLH_Pf{U;g%S*8C)^!o$6fWRV<_4q%-NB;EX`=@B-f2e<^Sr8-!0*?GLr~bDg-=CtD z|D9sxe+1YNWCW5w@|znUM6vSz--?w#oT>jeZhU_ONB-1dLo_xJ{vU*__pii}e~4P# z^8Pg4`wJ6+Q2lQBM|E1pPWAk&+ixE?{7}k5JMG+(&g{8zhAt? ze>4AnvGo3j`u7iL1OiF@Dck-F6#172-`{00e?cR^WHA3}Q~fUu44>z}G%){F$_>%L zKs@;VFc19Aqxw%C;J-+K5Lo2z{(HYf-2h7n)ARo!ZOmWUN&kU~EN^=^nFIZGc_iCv zOd2hs=JX_uxY9@DFi_FKZfQcq1JjNqKZaA&rtjhyP~IZTwY4N05nZ-;9H6P`MLrne ze^W$ui__g)5Rf(|NndbgRr;CxM7lqI;!d<7(C8Ru=>6pR^I5;O*O?Vh;FeZ?Ex76D zYy(=@XY_gdFswNAwv8i6-B5T%d`^RwQ6#PJv1)hAOYp52V?7CjLBp?|nRg8`%3N?p zoCTR|G>DJ{GGe*qd!gfC-yc%!@}v~3^)|to^VX+?Q{ldllb-@ZkAG5T^YWY&LZK~4 zqNaw9PndKOM^X=ZbxX4$g})UYxrFE*A6G3}XBWW4RmIUjSXLG5SFkKCEN}=$$A;BU z&uV?P1;I4GV3rt+1r%8>ypwqo+t;iKwbL4DKXce1U4jC?hO$bS7V#-)yH(Fb9BaNb z8y$Vl87e{%{>)UXG>Awo)!+1I|Jo{)ElyMmN8?UTNs^{&F9z2Z{-KHRr4p_-qSos{ z1k5V>I+)0sc&+5Fj!r)k0Kz1(P(&on1yod`)l15Gr1+peF)g;bLJ*SW=H7Iyj6(g$dzBz~iF&Ecr%ic;+EM|U1LM7G% z0?`!<)`rh)FJVDShD?y$b}Z>|6+IX1ml!=Yq6lLBRJkk??{-x?E!Qjalqj^Xa=xAS z4=PsAh9^hmm4np{7Boxq6ggB04X8#Cxl=c4-$BhwLk+~iM0{a)M5l>-SB%<3P{&x# zNi6s2N8Z|b(n^c|%m>c{XH~RPlD6;|Otq#kY9xwg*#Rr?Y#!W;xG(IQ8e*p*nsi@H z;G49*pr!Rqh3CzE)pVfk4@%RXG*_c9Q=d&P%)`hpV-kGa19;!3~|dCh)|XMF~R zHrb;^qJ)9LHG@u1_wfUzXrfb7@Y07OGw-O+L)$p+O+L!u_zu|0VIS0yL^|?RWO0Mu zsU_oIBEHz*V55)6VV3&Ag8^$Gn~U-~UM*J6jy?_9>}9ETVi|CXA5#HM^Xv463|yk_ z5V^2)EZ;=qql20g;!YY>s+=y~#akgERn{L>wiMd+feb}J*m&eD7y|xfd{h!Z0y>%d z?76C?lD1}j(dJZ$-Zi6(;Mlq)kqN~|v zQH|n)p!RG~LQu`P)-py(;^cKDRHn_C*#pybaP2Uh76Htqn)8Oq%PYDjP@ zScPe%338ay0WpX8VQ3RSj%hYH08+v1^drp7U9QJNx1F-*0ru2!*aM1U`S{3kFXs6( z2Ssp}dn`o#SGviJ2NJ_i-;TEHR?G$$si=yg3X7nFm+TN1$#scPDZ^46VipB?z1g_W z1HiiNgg86o!ZS2EX(a|a+FCC~2nX0FGE*f3@{Ia!#BpcC3S?&~}Vxl89$WfC?0JThAb0Vk=y(PE(a z+sucl%6s><(~NdwjfyzS5(B739Dln5r;& zS-?@AupU)7A9u0K7LIUZuVz%Z>JTVXhANqBRy5dQ1xv<3%zHpS7N&Qj(oETmN0f2Q z@#_T6iFdw7nM3^m<6gu|Y^8aO+{w9~sh~1+%}nCKBV4}+L;5nR*|?#0d@g&@;hT6| z`jikB*tl(@`k9pvxWjRl+Wc@Aqszg^nbkwQ9i9#zb>AqET#;y`XOznf)DhwUt8P$2 zXm!|KOrPkK`#4zU0%=B+Dm9K?A_Yh`C>l5*zF}Vu@0Sr)C~dJkewr(t|9;WG(n5#o zY9X6J|G{6hXKAa##s!+C=5=~-c&QK*544h6SI+UZ`h6SG2L2WF>w4yh8ZI>lz@R{` z87*94HD9CUIqB1a`M!RwVHve*=>*@3GOQG84Xo5VkX9oHU?9#NO0l$xvxWgPJYZ7g zLBk@xf8)nxhE~~^w0Bqpq@88MC{ZB+gfVwpJ0I&LkNaI$VxnsTX&HiXctdEpK30~a z#9@OGPg#cvGznjzLrI;MbEv3|JCRgoj4sk5pRsAz)6N)gz9fuammDl(Xlur6mM)oz zC$Mfj-8RI_Mkib5^v%24&H$L85#*VN=#$j8kD7~2vuh(EgpDL2VqZgL4O*$OR4yPN z{*bctvWmP;93d^Gz!80+t!7Mw$|%nBgN(>?XJgM7_i?j#&>ItA_2gW=Ln0~~s_H?=+&5tm~os?XJ(n(}m<-79St6 zrT^ia^^}J0y68Ll_F-(heky;*#jq6Ck6Gc|D&I17&LgH$^vhYIWMTSVmY33U$cUIy z5;DNMn|ozn32l`>tUdQ{-vn15-Jo5M^SC46%YV0ww&q00imsG*9!Y^N?vIlnf$I|Z zGD_h2jWt%Li$4gr*fM$R<(%!3`X>u;m2{3D+O#oeR+|`UjNsjAO*Prir=9F01+?%j z6Rp{v61w^$McAs09rPv=+aTU(YWRAC=CL@y3|*zF6YA{1Da(nF_q^ZY%6I33H}5J) z>@zEv%9{^&O-@U-U~S^hTIF}4MU@9pd^Cf; zOhpp)#o>=sn3_Ltp1}lP6pC}qVpHfKnlH)mq%wZeQaLtH3hlrvYGXwa1lGDGyK!Ga zTrt$wv7 zs~V5v`;Cl*xDy-g6;=G~v%PT$4$OQ*1uR`DN+k{z18vlgH}#j9l$6kLYNgQPr*gyx zXSx0=Uj?Vv7@keMZr8hE$Ch}Ec3t2m9A2X0h^B!;pEO+by}Eu*O?{r4lz9V7F@*2+ zA+Y6TJ$LQr*%Y9~qQ-Z2@_u^*tnDq2O++=r^I@WfrfgE~=_`Ae>*3k7)dGgq@FH2x zU8}qA7bkpmkD31YQ|r>Qt|UkTq3&K_Y(yd_wv0F<{kSN??l@f=X$l!~;ZmE{z+mL@ z1Ie{)&l`fB!}DB^DJmDUkEmvRj03bIlJ_@HkCoXKUKRt6STUJZEZA~xq$gInZ^K0w z1Ma1j^Ea+d2R$8RDxhSSjZ^hlnNP}eJ$A;{>3@FgyX*O3rd-|1UILkA>OW!=6~@RO zSD%x=bUkcDXT~i1PvA<%FGw%3o9V>%38nH$7kTkMKtIQ<1ihv+2xCN6AMxgBl5L-y zz1SRjHF_tIVA_ZnVmFQ1P$bPXvl#cu@^bQEugmJ^m~4dY(WAo=Os!@lhJ7x~wjoNg zYhd%rj%oHgUNdtk5%S}e6!V=D_IH`3hvrv$dRe$n;ooK76ods69E%Bs(EKO>f!R6l zTR5{Tyf>&Xu1Z;>C+6ig&EP(yYZ zXoMvnrvQ)LSufZX30yTAB=jOOyJM5`H`^C$0ivipX2%T3wbCl9dfx?k?{trUnuTSs8}^oplC8cxty5AjnP`uP+-8C1op0XBzU&VJF3UE>E3$}?@@vS|3F&_d@g zNIy^vDw%&y-7&~&?oB{AE1KM>j3>&QJT3oxM{?!rV|bkXe0W%z{1zN&YJmzTojzr@ ziHuV`N%-TH2Vl{qQWG6T!>_=yrC#;EoyppNS@vVX` z)EEj~Mx1eA_9x%_u^j}2pVp^~#b`!mwH>I0cJZo>ubDr+9E1T`d3HtyP}x2GGiLl|QqUsIf{S66PbwJh6AVF|}u3+{A>A&V?xSM)>vRC4UPa^(|NKsHM=TWw%Ft{Q-DCTbt)TbHZEeamn_i`QW2%h~Cvy$~x|?aG}c^oPFQ_| z4j;ii>fXh>k-j50>EV{7QQig()~uhQz0ZuHmZBp-nB%TQ$Kd%*-S?T$d&>Tf?zV#b zb_ECY9xmG!FyQ2xEJtUaje_~?X?fC?iyU50?#1#;7DP@e%=ud?ImA+Sdm z$s!-4`n&B*6M@uRIEJASM>xk%_7kcT5uampTRfE7Tca6yGZ?={GH#9OYE>2KworLa zc4B|g>vil-bhWE$*I53N*h2GFpxY@_o@cLMe*DDeByfUB-~!R7Z^(KdMx+;b^P)-- z^+2iZ72>8J3iFsQpKFe9`mztlCIT8*~nnuStcvY@P-_zw)(wtPZ|e zEh8Zz+J4fhXayav)wfr_syUBDdLk;XSaAG4>9l3RA*=zsv3-3Kv=hESG_hLg<#T^< z@_4Dk-?imq{PS2=9R=qTly};uClqStQ z_p{H5Y4p$eRNqI5TZ9(h6CUMeZIx8d%+7Sk^01@U8h?EJ{S$p5Xg>dCpPYA-Wz7Pn z#W+s+!TP2k|Ichu-=ABn6DRlcxtvB>6pc1Te%1UcC3w=D>GX;MDw>KCi;BX7v$7jW zsR7~!l4pY-CL3;lWb>UTZZ~zh-L2G-snC8xzbl+|e<`ac(%Ih*YksgxE$T?C;4(ij z?JnK!u5TdRSR!%x$;IS37=i2|=y8Je74cGAbrD{Iz})3d>wFg6)HM^LZ6=%+ZW2RW zI}b9UQqj({6eiqkB1xo>1cM)1ZjJ3jJ0V0%mY8dl}KwspQHEU44qHL}T`>)5g>eeo+nnPfClHwp3(>57FFzigzhK6!&+SJ^O-Xi~_EHrq8acr(dz8=h>EMOf z8@M9P3m+`g$9B5UP>y|1RJ3O*D<|tg4M|*ir|P)Mx70y(gFg}$ZqIc7fVqFYmRvB; zls6row7={ysfdh;^U-H(iQwR;J1-VEgboniQDF+_F0B#+<6pG`*QawFa2ncH&LG42 zVVl_n>rS;m)i7#;S?c)n5wLn9egKE>g{vC~-I7z=XI2djuunUq|D^_3WVKAhGvdMh$ig% zGX5^ndNc3H)_)`s#319WUuLuH z2ExC>J*Bv4-f&UNKvvjs1t57oNu>~91QHCA)vFzd;VjrNQ&>1??re4DY(l2yHG9qcEftdvSaj8CfsgBDn?~mxutl-5O zh#UdpJthdW=JL)L{$;69B?z>&{#t1^RS7`|c-2z?F~uO0EC?>at(T!cR>|d(r!!Wm zF;b~ARH-~rsnA#X=5r;GRt};*k?g7j75$P{h_qA+i-!L418b-hP)OjftK_Sx(Z+T@w!1Q(Xd~lW4(L@afQb~K;d%8MT0{GL>6;p zl>KtNO)2HoOyhFT6M|TRMHF#)=0kKSz`Sy<^fEwP36DcUJ`g92s zQP+Wmlp7NJK6p4SC=&y;$o>M6ruY_gejjex9S|1qZQAXFh*Can_wX=jLI4<`b&h~s zd;tU!iz?=2)*(bA$XIQHKqv%g_`-sI36Q{0v+UQ{lz3NPCFD^2v5OM_Gt1eX!0ujE%w;;XIX*3aOn zs)V?n{W9Pv`IXtql~WE#D+7cUv5^a~kn%DS0~v|Aeo0nn@tJ}4IS^omj$bJe@UcW# zz?%${96%)rL2}q%3xVHf;-TQ+=-OZk0L*cbvCtuz@UP%sLY&OtxxDg`Vc~?Nqk(og z0uWcT*b+XrcmJ0y8~#7D;Q?$AkW`uc?~V=DgL}~E&`=Un<$zc^%G?A@EmRS0ZB6~ryJ2+%a0`B^lZgjPFc zR89XB?g_qOMjxX!pUoL0uC>VxE3&pf9{0pNKcLUEKgH}!o`XiKJw9r<{{r{KX$vI+ zG*)79Rz_6Ew7MvPx`h+rTBY=Lv%_Sj*3A~*R;%5kpSQmax4QGpzt8gBXpI{l!3C4P z%9ep)XP>2wm(3XqyS8RKTz?_1ZLWQ4&ERGO09U77y&p4TzF*VgEQvq^|E*R#W0Wn^ zs#<>&?g`-*Z-i^5eP+$@rk<^r?b$a1LCyB-ev63tZ{Ocl)VP80KQpaH^=n6f<~423 z;0ZoQIpbF6+gJCM8xb3v$#b@9wueRvMs?s;*PI3SdG_F&osqH~e{y3b5+uylY`=-T zVAdDUZ|d`$aqHdmHlJa4(QHSEQpUCYU?1IQY0_?c_RMYryw_lE3i_jQfusSOuVvM4}J#pT8A2I*Ad15ou48XBk@75QIgKHaD zGq9;=&1ZUMLL?e>hHIOA*3egOlF;Pl9My<>0-GPCG`Kki$f|YoCCJupZ;H~#Jppcs zZuvyaPd0aN&I08d+cu^=-J;2l>^m^Bs&x}2$Yfrf=*N$6O*)G>EAMOTyB*tHv2bc|>mriWYCrDx z*m8+*4L^(PYx}xjc6Q8x*5HPK&mUEaYa3!8+qYz31vxmOH`6MAzgd2E-^1F1$r(KU z67#D3(yQlCI^^uX2m#9EdgPEN zm9vc#Is30^|F57wz~9LNq7KIIoopS*>Ezx!*;&~-S(zJkHe&CcjLGT5csSTN zIN2e8>>xG(JD8D;gO-hrmi}*@b8|2@L1H5Za3Hb$^&$syadC2yn~?uiV~3a={d$qx z{8?jX;{XC7#E8Gw*nnUF0Ae)%dkqZHlm1rY0{_+?WM3fLKeq#N{C*5bLqLda=zp}w z#>UA7$x{5!8V7*$_r9>Paj^ZPJq`dnB#7oe_634LK*+7@KWZR$4iMy<&41Pa?2r-p ztp?;~|Gj@8F!&!eNQL9~?Z5yI@b7&AgV{j8j}^pciW@Se{@xczN4Pov%eis=J_ej1 zPPX6ng$xV#KduKGC&#ZZZGS%o8z<ls0SbwRQdl*ALTjZ?Dwzj`+3cv0VtkO0nw&Z`@6#n&aeDC1&$Hx%T Q5*W;dL`^NOAc6G1035k}0RR91 literal 0 HcmV?d00001 diff --git a/latex/images/double_slit_detector.pdf b/latex/images/double_slit_detector.pdf index 1726800a0c399868b6650cba161a5181ec40f174..c789daa44d4c436bdcc25963a7e6bf5d64ab2080 100644 GIT binary patch delta 2646 zcmZuzX*d*W8*Yv*dqriL3X{EFha#}Of;rU*$tBISTdF@+2Yi+ zi8066*ATL07l-I`&adxszUO*=+}C~G_x-%@^XvJN!(EWeT_pifhho%FNHiP@MIvDk z85k6z27!QKFen^~fXO(@sOtt2h@J#uhzv#sEOSF383C{$y~?~w%YG>wx3Zy19M!T> zy>Uu@CJoMr8BMzMr*4n#6v09I_UIt4=f|G*G^(r9Kg^taFq3&~<5dAI$tg))nZ-&E z`x&)0wVd_Uxey!K+>FtDwNsV6NoRLhaQw8}E*h}^Y8gHKbbOg!q3MrgXtrXa%2jL& zd&?$fHrH}V&11CYEH-3AHnqjWM!Jao7gjXjw5`>9vVfAM(iWpiZ@JGYaR*14iissYm2+jGm*kujF@MT3sI z%yPo-ps|AnX}W&3_F7h7A2{+Kq`G&o1J)<$!I%^p@(dUrzx~{zL7L9h`kKK)- z*dPxi%?CL9bFA;Vf$m}^%-Q9Lrn7&rUQp6n@jIHo<=jZ2-PZ=7z= zaUi{n(3wB^qc_EOXg%3NQBcj;r;10U}z8doW$ti5V^6KBEM;0xm56FQ8ShF5{Uuh_= z)9e#n)u5eh8TiJn*nY>pX?K13%NUhLS{ZjP_Oi_Lsn_<0=dUa z-T}5!`(9XN&cRbcn?{Ybs21KiqJnpz_z?#XB{dndP{En+lX@==FsF9%Z+#6!f0DOL zc}_NO_3HdjG%%9DN{!f?Z}y#0Lgi&B3-c(pl>whA* ztgPzz<)uw>FX)F*VVRAS-Good9sV2Y(xrwx6-B{SP5KJ}EMIBBOj+3pJ-*PW8;kcr zp?2qssN>0p7GNR1U3W2MT!mzW#g^{>4E=cjm8RHx!9qH{o+7;9!wzLs8=h1z3H+k5 z*5DqswVc$qsSmQ5SgC9^xNu+m=p%vy6|X9e)ojlCox&(v~%k5dvA&m z6Hgf8R!@wf8#UPYyRLFm9cF$UYaxY5&v^@8{hjtf-fd0$OlWf7C3l0GXnjKM#FP?W zLp74IQVJBV2KTPE_EYGq|pL3~O z7XA&d`I&6poHqq>!8Y<3!klipaJ-T;0{b;7Za}8dlE3O8a7&^9iF2F1`Mlg_GyBiz z$MS6zW+NI3w(r~@A0tXQXS}8R9CSdL)WH(H0Kxl~8{Q-q8UqE{zK>9HVT*syP!P%> z#2Gk>jHSkMtIPI+tg02BpxUAM{7pbdLSu8SIG%NLDgw2}1F4;~U=6ht%-nmlX15)# z*gJXd3fe$x(QCqquUNk#gf}^=ZyB8^)gM%K2_F(Fs63i$8DwA-br;27ryL_FI_#=? zQ%=s_n52pbJJI&g&C{;`K>*|!--*rZ5)TvcO@ZGpn?OjmxLBVM<)C|0nf;5;-g(%k zhF&qIfy;?H_g59jO4^83dV4(nO+JfpCzyLQWWGN_M$^nZO{{7$Y|)-hb_Q-X;FNr) zxund-3hY2PMuhZhGS8eTQ&b*;_1KkAuem6TkWAsgAXx^+Z!Y0x9OKSG2;FG;{g5e3 zrl@Oaz*zW&+ee42l@sEe282OWn{|=*wX+-3PNgT&u_7ti-=v=VJUGUrNOny)X@(25 z%upPXgc41BMp8wR;_)f7>lB!Gf)ypSKGTtALuM~-!}ivI*>RR1dkim`>0G?k>*HNY z3eR8!2PePUPn;Mj=Z+5_Oq!FG8|HVY{?BOz=i+pWtf-~Fzc(S zA~fF$n1HucB>plxYNI3^<-c4GBD0OSjMm=BT|*hoznCPhI7UhhScCX}Ie)&=LaqhX zvbu`6%`~ntgFtvK-T#RcsicY^Ija!^iz|*c;+3r%+TPWxAzKT+fq#&w z{#ktwO4AvjAoyojbBCymy6j)EsI8HKMJ4J+W|#rE`%xg)ql6LulJ|%# zyP%WouI-sKoS%b}%Q;T_#<1ukNttuxErEuQPvD4BS^}y9aURd=JL(>+>$&khf8Nk(-o?Z36jXpyr^jyAUN>^%d z>HsUIClk7_hZkREbjx-}mp}ON>BpnhBLBNso^K-xl=#<6cjj70zjyO&$b*yYSDo$Q=+#%62&5JYbQz>= z6hIE~CWi!rbU+Z$IZ%ojz@9Rg*^{8yE^>2iN2&>jLYgpkKjr3Pcp0_&XOx=La|MHV zxKTegH#(leS>EcCUJ*QJAHN}$XI;1!9^O&DwKU9nw)>gOa(lMnvDby>w(iVv-B6=b z-!|NuTwb!rfrTcEalil6EuenV;tp`;y z4pS@^+}qs_-D}@n+<6y#_j1Q>7)pCxUG~v}6~L@s&Ck0ubWD+& z-#9yyoqcUxH<3a#0qM2Y3G9{dHQCe#bL6gY4IIuqbAzcD>cc(j;WGyOH%o&7*-m@z;u!UjUT5N6BN?v7jlaQa4Czy^ zx9Xg2fBQGjP$a)eyHr}to4g8@6Y%CsT@>74Xv4LM^^W*nS3ug zJ`n=A8k|lpZ%C(f`tb}`^CsMic9jwc2zzhM6fQ`ae`ztO&e+t%t7RlvkDXNQzCPb? z!_=(tbM9^ssJ`CB8#?@r%wYg`c6HsuSeK(Gyd;j&!)R|^@8!C-=}CVuQH%aMlIwp2 zPfL^L7Tx!==YD>~riP6X8hGejAvXI9aDi(5a@kIl;yA^ep=FlR-{`pOQn{9+eiK$E57IP;Jnfqszo`*{h~kD^*rU z>~ZRui)iSbudG1-=JATiVZ=SoCcX`#{V=dV1l}-KFE>#lRX^qzlESGNV9JXenjO^l zORob^Y%4Du@XMs9tPt}A3aFSc%~{VorI|n6=*)|5p=+cPomr8oNY7lIS!!g;>|>(mw&CmT;=Pw85d; z9y`ZgbHjm#)Hjggz=osk1Z{<=R6fkvqM5vdwsaW}nlV*G{7G@3c-F9;<`SNiL*%^l zy$OD~BCDmFt^c?t!U=01i5v0e$d_b7D<4)|hv5f9D`J9E5^EUR5(UwYTCIh`DwKnk z0phpC!PZp@lj$$|o@xyRc&Zl4@(;&8h$+xHF)d5g2ld&T3Oaur92op@i=`Ht$3vHRG&bKId%tpM{OP%_JBuA>*e=VO?pG{w z3Jb&y{1rtNuOt#)WZ)sfEjkRLs2TwU-|?~t@uTaKQZeZSpz(P{aMdMv_wdo_It@*p_06WZkdr#^5yAU z^N^J1OFid&5iKbWnu14&kJc!?(*((T&-GtVN>vzOwd~aZ#~o_f!_w`|Pt0dq8-Yp7 z6R)HiM$+2eJV5!_H)edEja@^Z5hyO&7A6-iqzug!;tq}Dnt?j^QQG3aWNb7jsq(u<( zh6O0%P+9eT{aE>s(Z^+D8eJsIyj7`p#L&d6c6n-9dgoW&d!K)hR=XoejyqKz>BWx# zGirTYdpZW%gsq8_!rsuVv`r!oL_yGsWcH; zPPi&(d~y8&>od}6-gfip)P+g;8XGRwKNy*Hx@G&>*6hcwH&fg8xAVm)6IqR zp|#){U=hISigH9Oh!XPj>6b6Gq(NH85o)ISk!188i2onW>DRA`fNd)v) zBXBefwZHrS7>2-felr4rLox7Qba3?kuwOV728RBr!~E9;;AkD#uUo(|P$cTNViX#Z Uab65yB8=JZ0|bLjY)paw0nW@zwO5N69SZ9{08Gwla!Hu1fK(lso5|ah1fRkz-tq z93e%{!Z64Xa)pV-N`>vWf9m)A^?AKNpXYgf{(G`>1ebCJS&|T43`vK8C*m*|JRXZi zVlikPG#Z7)VsID$i}XP1p12qg;vEnYj3gmZNIPgc0C4~tvkZa@0a)~>ZO!Wx*z|Cv zR@b#CZ?hu=q~o<4$D0pEQ+iM-S*|p&DfyfCJU@k1<7lREG~<&$TdOI}vxA4o^Vt15 zJG0?T&wJDaHr5Z58?QG#SpdqNnT6bjNDIK@@9-K;y+$6hTd&(uI{6|@A&2AcciytO zYjxVX9^@t0Cs?D_^fUApQF4s>-30?5=0N94h>X0uy!P<+;749>xRXcO{OdE}7vx|T z{ICO&!6NKY*0s5X@z)X!uob^ApUX09>exm7E)ynYX;%`0E$SMrb}8hd1Z!oO#{i_klG^$Yl8(=Nx_z6`(OM?wIYu35Xo)OOgxundkj)w={NMSbvd?A z;4@R|mCcaTNfz1Kl9_kIP8)7gd37us_Fk z<#WU0xVWSEx6J$Ras~1YEBgoEZIr(FbGqT`rcKnhnSXej6A|Fr>}>1RLt0jw{pL}_ zRTFu2-m~{3-(_e~I(q$6LDPc`y&Fl>A9}UyjI<*{$-@6^ZnQpfb*xMkNL*_U#!2=4 zB-t|3>|ugg8h`=e{>#c@{59KCDzqNN7?z+|E{~#jtA@5rU^{EUT zG8g7T;iihsi$p)yw7!bvk%Z53TF>@JnA>Z;C58BtOo2>a+LTOu3nN^oHrT(toARxF z-g_}6DuNPYI@RPNz7Mga7f7|VJ+#Dw^YlUz#xrv%HKeYfmy<=r2k8e3$_lP@SxHYX zeDGktq9HgJb$vnE%dSb;A8jW`+3b~ zoxKsKbjE_m>i@EMp&W^CXWg-nbfBFEr*^a~x#49u8}n(|@6l-?Do0g}?U;5-kby;Z zg|h=T6nq>SaAk6*578?-XVjP6yx&yQ&+V0PzIo_7c;4BH-x<@A-0T^ufeGPqIOPIo z)4lyy-*w&{c6a8mJ6v3~vARb0%vwsnu~+qxUx#VCatz!>WwCl}`FhWGucyPE(o9@` zJ9`i-BfG90ZD`{}d7JDM*9;F@#O>Cc=R_Ki!44T{UXW&&xtQ^iR|PDB`nnl9DdH(X zeXQp4DE^|NtccDp_HR<_+R(HccUra0<5Z7iCsu9+#S|M3-9DSxP=0q_E6ImbJqd&w zMjp-swpJ1M4tK`ZjeZ-ki?1`h_S*u0wC7aI2cFcaKM#00x)s0c9EMMj9GU83M!h#M zpb@;J5Rrb;BHb{kZj34Y=c8TSVd?^xEH|F{z{4R-CDQ zW(p?psc21mC#Hm`j%c-MAu7OPsiNgvP56vwqG1?}gjWhYdbi;A{fDcA2x*Cd%)1g^ z8ug{V{^tbm={dYH3{|fcvQS5JW29c_gV5;_OpoA+BBWx0_pN%4i)%Fws6Ib zm8NCtCFI&VmirNj4($2Dz9jQYUNkq;J0?Nt*OgBxbop^^wmCQnRNFeqx+Ofn+qV8Y zNvA?Ib3FcB|Aaua$NbE5UaGk2$Z89jT-Z`~bRpyC84O`BZ`tv1g`3H0C_-GS zqD9l!)DIO|D=RtaCXt@a{HP}ThKTjcQ2kYKd;C)MPIJE(e`SW>v|iwIFMUy1R)B~h zMnOf`P!Y%h0Rf^8hAt}#A^#^lMIllmSTq_B;IJe*C<>uaaU?Vn^}j&|Aff*W{P%tQ z4-AX>{+9RTa2Vo`4EKL>1Ugy_qILwp?1`f=7y{j245I3d0e~Mp(%u?a0vdXv#30tJgap^WK=9XL3;aB~2Uiy9hdS1`x{d%6~^VdhkQ@h4h6Bt3v01S$Z z#1n`p0C@n3c45XQgvTbtBPmD>@@M2FH;6a*w6G(WA%vfvn^}{DVD=c$^1NBBj8zXi zST?vJwD$1i`B{a`I$Rg zzRdsS^P3n(X_deimp;yZ`aIb^IZ>|)V83Oi4@^?zpY-{%g3Xqb(Xt$6s!}o1&S~o! z_n8H3j2fTq=QE2-IcRgV9%!Zk3jaG*Q)Yk7ys_c0J3LA{Yp>(ZI*LzNE-KC;BW>Pg zNtK-5<~yGpMVNgoyW6{RM6z(fvyyu3VjY}ST4n87>DdpaRJn`w3!KT2OcGHbe2-NEtTcD?GC2CWghI_KQc9NyMun{{YzMc1u*Ftgh(nN-VB z^BjsSjYj1u`0S!Vh`oAbxbAfn4nRK?+QO{kqFn{W%$$)|Z&matKRoDkCVr{8gBVUVFAik^|%|z5;chGZ*Z9f^=C_g;MxwFGGr0Uk`kX_a}HbqT5jc%h``kAc`WS7u%9U6R`Z}){|E5c%YY*+K zaCzh#px(kV4i@~*R`t7?MY4(5pDb(8S5Wozd9anrnBT0QzhgMDI>mjJVw1XYU3VIX zH^7~LLBBY8PZ}p3LR`2H7kZV&?N(n&$SV~T=sn6OA9sGk&9WJO)Xhc)xsSnZ{WRP) zvj;4@Mhw=G0ik(F2d^^QO&N@2_vN`z%m)sI4;E*Jdz>78r8^PEo4zyBc`8{mv%^^i zX0CNo*_Yvp{7*Y>=B$HhG4uYctYsv;x!H3m*Jj$ozMLMv`2r+yNu(bXv!0*~>P6o) z-m@`s!Q%I=Q9iAc%AvkZA~ITZ*f~{gwZ@%` zAznhu%gw8(YUDRLRsrwU7`~U(wH)Ju%-f~F^RNu zg5oze%)tcrN`9}}`e>ecMjQbh{5WjgGQ#eF- zEuOIa9)|%qR5-*2#1Ou7|JsMaVaUt(;Qsw*_|B33 mRg5PQDa#*+Cy{ZaWyJs)PvDs7Lfo_o6tcFpwX5e&?f(JRB&Y2F diff --git a/latex/images/triple_slit_detector.pdf b/latex/images/triple_slit_detector.pdf index f66949b79cece78016edf6c60b54fa5a7d30b53a..bf5ab91b10ef5093d9ecc2f43297838f7d99b2e2 100644 GIT binary patch delta 2755 zcmZXWXE@y37RF787Bhn!A_RlrAefo|n4*gwJ<;2oL=A&zi4sQd?FiALBwEzyUG#F4 z5Iu;R%jiM0aJX(h-ADGP_5Akx?zPwZ><{}WgQ7l*qKpM3io}Uv&{z}_iADnm7=T2G zAP{f>K%$Uh0L%;~D(~dzX65MS3d6zRu!pp-#6Y^l=2W>?cWS}GJNrT&36OUx^c1S| zo7gXc^8_b7h%=<7LSLWPs5~cPnV1PBCE8e5y7cKu_)HZ#(6ND~B_;i&_Rsp$i1Q!o zPFB_Y~;4W708x-{SC9kC`KXb2H`0iZo z@j=U+4Nj>1-k%fvo|UgHSCmLrZnslQFPuFdX5?)c%nCwhQzOgj604clcE>ZnmiR8n z1!?$pCscoPJXkp$nk*0Rk=uWkxXoZFY?3%Kc{_uDrAMi%=I;`)8M-?zohy+YmS{|L z&7W|{kn?)tOHj!r9H9t|6n;|9(4{k>ukgL)FvM+}tblo6_=~uc2LGkQEqbNVjK5jy)VU$1EH-V7- zNvAJWXgvO{-sFR_QK>Uwsgu2xjzMB1)M;KyVYJVh)=(ANNe*hC@`j*(c6HRPP(dJ{9L-4XDXUOcay2+3cDDn8y5P5{Q9y}*Kbg;=QO?lc@c$8Og^ORTC44f6_rN2ybi%Rce zr#!nX$tLlDNn1nRZ7J|}?rP11VQ^cl?0l!h^r%Je)=X#&+lANBVdxIA&d29;@hPJu zw@ZQ=`P5~AhoHMhKlkJ|YLd<-+(*J@bEn1;lh z3*Xpjbo7!as2>t7O^sIjeorD z*?Wgaa_H#@H|=sO7#NtPqc!%)D)lW&c-yI7KIm?9U}Or5^|=`$eh$Vnj%Ko93Q!mHOUHJGmY;@@FSvc1Mj+3ObhSv>#lsd z7oxc<*P+DLQszZfO3#kD3Z0HSJqCm1PgxnQ$x?DVXkfh47A8fCpVL<&6Xd&;SaUiYaL%owecsCB$V z(t#a?wpM224QmYjL;Vklk&~4n?$=~kzb$E&vUHI@>(!>!o6Xh`YX1Pjw#&scgY5%%2(I9u^UW`e!$XutNkpVIKIMpt;T066u-IT73Zxaf4vCv3IQF@066oh8M#& zqKFe3NpbyQ=?+Iqcv{f9?m|SA-F{%I8ml|_v-f)zDTG#qc~TnKh&G!G72GDY_rmnIMl7*wGUrmrv+tNUK{A%i8P*m%UvE+cnfo~MnI}+rYDB+F z(KT%%<^bGUU3i+X{%*sHdO3!Y;rjSxd52>R^M~c&W5MaHav_v>Yx84#72njN@N2W1 zavpM=xx)fQEzXNo)h8h|caj%lIuz||qJ;uQD%DA~9DgKm?y5w@&&gSS#whJO5s_av zOY}Sf9=%iNrnv_G5VzFVUa4A65L0l?;gtgn9+=D-cSPBuxD7ctg9Cm988x4dR+$ME zsgYJXky4!W0-aeA1e(-@o29+{Rts)XD4s-nmH=g+cxN{+A+DTwe(?bi*T3i-yvHBC zF#jnwNYY`Lv*)MV{!ei2!n;4aiLd$zp~a!zojSGZ+FjJD?#w4AZ6;BTp>4L1)zjC^ z*IS;vaNH)HxlvX${sSttPZp?jM72|7Rcl>7CXtAiCJp!>-LW3l`?U=sTkFOJRSWc< z$03a668n-`kW6$t9aA#1w%tH_RLvk=PQRe3zxuso6TkPI>l<59K@ABHh{Z~0Q{|JK zg!>MminB{MsnShnCEvVf$cin}9&hLYi+~=Dz8Ai zF;)x^XtL!f+Cbkxp~9qz{nhrvPfEe=@&-ooEzytZz|(wr6FMw;u<*|gba_nqNJDt% z$Y9r?LQz|rlA*;2YiimJiusq10?r|s(o6DpYrFi9zDY#K@~r->IyoEWlHPKmZ#=E; z%#Q)`@o!%)y`Vhy`A&7iN%|!4`u4HB%uB2ZacS*E=J$ieme>mjXzo=n%^h+i78kfm zQ@ct7f|8SCMUY7+bRd~ug#;LMn;JkM&|)YQJjoOcQn$g0Az|?UEtn&W_E&+%Vo;dh z84ms%!(uQ0URS(0#P2#BfJlNuKzz)<^@1ZY047Nd0^%iN5a=t1U2ck9y$FCo!%3=sQ142ulMNr>wCW6&pFTcdD<&}5zu~N$bpnF2wfZ;Wq{Vj zz&+r4X9!^=|1eSn+z^g{+rx`2L5{#wiFKpmAS7MzMJui(go?5A%1sto4L+Kje88OyPV{2Q$rHQn5~=|cR`}*!M`)D2wvTpq4$8g&gcE`X|wfH9c+hOC`_2v$*RDAQC$|YabJLj1P*p z{Y1h8uU_g| zTze!Pov8~Co4gP7S7esv>0H3Gy0UOfa*xdU2fI1KQJ_daZ8hIU#?+oj+=+G@lFthZ z=H0Dcwo+&635C$Qx{YTrujI~UQd{M)TcVMj0MwCcI3c@`cDkizWw~T>+0oJ*l4~ds zj*MOb^HP;0naJtZ9U+!S&2gt0Z_Gm#KS8obZ(0474xqxWf_Ir25lC6G)hJ_CxfF=< zc&}wxe+2vD***TF;>74O9;@{C>LHa!oxU!_#pzcGqB+~*j#=v_+=lU)x{PRXayy|r z_ltJ+0;|2|E#aDsQcvI_cfqtg{5RQX)+8gjZgI=*svj4NK^|i%_k2vm*}j zK3hS3fT81toJb>va`4#6>fvimbnltbXJD77TFHS=sWRzOt&iMitJ3QSJVN|w#BV7z zE)$*(FSRT97h85n3l9FWM)b}37K+s|B>4-^)E(2&u43)B7;I%(tfJ$3yCMGd^`JX_ z`V$`33SO+JC$SvG0iP7vaiDQ?JlzdGBTX9sChxstQf zyB&Nq88s_P87HcyZpz23s;fqy*~yJ4($ZrUhFwj)Mf3iuahInah-`}BcSh00^2kK) zozX!A|k|-U5CJm^%)#IeLB3^n&a{o$g;H=ebg^18)bHyyBXb zHXJEiduQM)7VEfu%q!kf^ISq@ZG=pZf^?N5^Z;}$5ypdL4@L9An|@NJ0G?Wm4+#~1 zkf|H!c{fNs$jkYe-rW4CuA=xtvbEiR`aZ}TM%RlGaZ5Jh^`XT2!lM?$A-fXt)^ANh zHX;%T@dY2LNULmbLv+q&hMrXFXXi|+TbHKolLAkUfd;wR+a{x*9DXFO)ziu>39G7y zuv`gv4go|OVKhuJW3m>Y&p_!n;b#Y{wp&mB)it<`^sjp_uYE<7mvt?M^cb#N1 zB|lW}WannARAyIK6Ytk+yW!?eIGuSi3`?0mCgGK0yDaltROTKaefuNcR~wfF*T#uF zVUGss*q9ZgbcJN;7w|8w3d?xZ%%F2ZZ=%7G@=rC`#&d_O%8j1fIUkDhKEz4uWzzlN zmEjxc2R94sWImZcI8@M7pM3R`5i|7;eC&Lz-&xb_NLC>&N9HCWV)~@?{*2>Q>8^!9>mqM`#LD;-U9Pk`-8uP?+S7pNmQ~KI=iA=;Y40rK)cPB`YKdFP z5b1zXF89u^{NtKlTaJ;Y0?)WBH_K$H#%>pC&CsyGi0C9U$lJ{iWufNZP#UXmm?nDit=%p zKl3Zf{8{SxP8}(Z38=O41dbVQG^gxj9QWMgA&x$m-Ug zMwks)pV!C%s&C?(@w(dX#@_YrZcv8(vfN#+-qd10aY-o~-t@?3CrDjlRGjM^LnfXJ zzy4Ai*sM}1bHx_iqRh+R?t2gzWusbF+ND+e`5HDy%E0F&>;zDd=`Mgy{K zKZF!y2qQ&VU`1gh5|wrr+;$fXIw&lR)kRS{As~}~#U2DCFQ%`L#3Ip1G(}kwWD|%* z> \delta$ \cite[p. 6]{mit:2004:physics}. In @@ -216,13 +224,6 @@ An example of filled matrices can be found in Appendix \ref{ap:matrix_structure} For the general setup of the barrier, we used the values in Table \ref{tab:barrier_setup}, and for the simulations, we used the parameter settings in Table \ref{tab:sim_settings}. -In addition, we initialized the wave function using a Gaussian wavepacket, given by -\begin{align*} - u(x, y, t=0) &= e^{- \frac{(x-x_{c})^{2}}{2 \sigma_{x}^{2}} - \frac{(y-y_{c})^{2}}{2 \sigma_{y}^{2}} + ip_{x}x + ip_{y}y} \ . -\end{align*} -$x_{c}$ and $y_{c}$ are the coordinates of the center of the wavepacket, $\sigma_{x}$ -and $\sigma_{y}$ are the width of the wavepacket, when it is initialized. The wave -packet momenta are given by $p_{x}$ and $p_{y}$. % Insert Heisenberg uncertainty here? Or refer to it? \begin{table}[H] \centering diff --git a/latex/sections/results.tex b/latex/sections/results.tex index f1846eb..85d9cbb 100644 --- a/latex/sections/results.tex +++ b/latex/sections/results.tex @@ -20,24 +20,28 @@ from $1.0$. \caption{Deviation of total probability, for time $t \in [0, T]$ where $T=0.008$.} \label{fig:deviation} \end{figure} -In Figure \ref{fig:deviation}, we observe a larger deviation of total probability -for a barrier with double slits compared to no barrier. Interaction with the -barrier result in a change ... of values, as the light passes through, -The result is more prone to computational errors. Using no barrier, the light is not -affected by obstacles resulting in a more stable deviation from the total probability. +We simulated the wave equation with the barrier switched off, using setting 1 in +Table \ref{tab:sim_settings} found in Section \ref{ssec:implementation}. When the +barrier was switched on, we used setting 2 in \ref{tab:sim_settings}. We observed +a larger deviation of total probability for a barrier with double slits compared +to no barrier, the result is showed in Figure \ref{fig:deviation}. The wave interacts +with the barrier resulting in a change in kinetic energy. The result is more prone +to computational errors, than if the wave propagates without interacting with a +barrier. No interaction results in a more stable deviation from the total probability. In addition, we have to consider the limitation of a computer, some computational error is to be expected. + \subsection{Time evolution}\label{ssec:time_evolution} % Problem 8: Colormap, include plot of both Re and Im for different time steps % Account for color scale -We ran the simulation using the values in column 2 of Table \ref{tab:sim_setup}, found -in Section \ref{ssec:implementation}. To study the time evolution of the probability -function, we created colormap plots for different time steps. Figure \ref{fig:colormap_0_prob}, +We studied the time evolution of the probability function, using setting 2 in +Table \ref{tab:sim_settings}, found in Section \ref{ssec:implementation}. To visualize +the time evolution, we created colormap plots for different time steps. Figure \ref{fig:colormap_0_prob}, Figure \ref{fig:colormap_1_prob}, and Figure \ref{fig:colormap_2_prob} show the -result for time steps $t=[0, 0.001, 0.002]$, respectively. In addition, we created +results for time steps $t=[0, 0.001, 0.002]$, respectively. In addition, we created separate plots for the real and imaginary part of $u_{\ivec, \jvec}$, for the same -time steps. The result can be found in Appendix \ref{ap:figures}, in Figure \ref{fig:colormap}. +time steps. The results can be found in Appendix \ref{ap:figures}, in Figure \ref{fig:colormap}. \begin{figure} \centering \includegraphics[width=\linewidth]{images/color_map_0_prob.pdf} @@ -56,17 +60,30 @@ time steps. The result can be found in Appendix \ref{ap:figures}, in Figure \ref \caption{The probability function $p_{\ivec, \jvec}^{n}$, at time $t=0.002$.} \label{fig:colormap_2_prob} \end{figure} -In Figure \ref{fig:colormap_1_prob}, the ... interacts with the double -slitted barrier, which result in a wavelike pattern. However, the waves are more -visible when we observe the real and imaginary part separately in Figure \ref{fig:colormap}. +At time step $t=0.001$, Figure \ref{fig:colormap_1_prob}, when the wave interacts +with the double slit barrier, we observe a clear diffraction pattern in the +probability function. At time step $t=0$ (Figure \ref{fig:colormap_0_prob}) and +$t=0.002$ (Figure \ref{fig:colormap_2_prob}), the diffraction pattern is not as +clear. It is, however, more visible when we observe the real and imaginary part +separately in Figure \ref{fig:colormap}, found in Appendix \ref{ap:figures}. Since +the probability function is a product of $u_{\ivec, \jvec}$ and its conjugate $u_{\ivec, \jvec}^{*}$, +initialized by a Gaussian wavepacket, the result is a sum of the real and imaginary part. +% This can be found using Euler's formula, and the diffraction pattern is determined by interference given by \eqref{eq:interference} +In Figure \ref{fig:colormap_2_prob}, the probability function result in positive +areas at both sides of the barries. Some of the probability function is reflected +by the barrier, while the the rest spread out after passing the barrier. This is +a consequence of the wave-particle duality. \subsection{Particle detection}\label{ssec:particle_detection} % Problem 9: Plot detection probability for single-, double- and triple-slit -We used the simulation from the previous section, assumed a detector screen -located at $x=0.8$, and plotted the detection probability along the screen at time -$t=0.002$. We adjusted the parameters to include single-, double-, and triple-slitted -barrier. The results is found in Figure \ref{}, Figure \ref{}, and Figure \ref{fig:}. +We simulation the wave equation using setting 2 in Table \ref{tab:sim_settings}, +and assumed a detector screen located at $x=0.8$. To visualize the pattern of constructive +and destructive interference, we plotted the probability of particle detection, +along the screen, at time $t=0.002$. We adjusted the parameters to include single-, double-, and triple-slit +barriers. The results is found in Figure \ref{fig:particle_detection_single}, +Figure \ref{fig:particle_detection_double}, and Figure \ref{fig:particle_detection_triple}, +respectively. \begin{figure} \centering \includegraphics[width=\linewidth]{images/single_slit_detector.pdf} @@ -88,5 +105,10 @@ barrier. The results is found in Figure \ref{}, Figure \ref{}, and Figure \ref{f when using a triple-slit barrier.} \label{fig:particle_detection_triple} \end{figure} - +When the barrier has a single slit, there is no destructive interference and we +observe a single peak in the probability of particle detection. Adding another slit +result in more peaks, as there are both constructive and destructive interference. +When we use a triple-slit barrier, we observe an increase in interference which +result in narrow peaks. In addition, the probability of detecting a particle at +the ends of the screen increase with number of slits. \end{document} diff --git a/python_scripts/colormap.py b/python_scripts/colormap.py index f596e15..ec3720a 100644 --- a/python_scripts/colormap.py +++ b/python_scripts/colormap.py @@ -19,6 +19,7 @@ plt.rcParams.update(params) def plot(): + ticks = [0, 0.25, 0.5, 0.75, 1.0] with open("data/color_map.txt") as f: lines = f.readlines() size = int(lines[0]) @@ -38,16 +39,19 @@ def plot(): np.multiply(arr, arr.conj()).real, interpolation="nearest", cmap=sns.color_palette("mako", as_cmap=True), + extent=[0, 1.0, 0, 1.0] ) color_map2 = ax2.imshow( arr.real, interpolation="nearest", cmap=sns.color_palette("mako", as_cmap=True), + extent=[0, 1.0, 0, 1.0] ) color_map3 = ax3.imshow( arr.imag, interpolation="nearest", cmap=sns.color_palette("mako", as_cmap=True), + extent=[0, 1.0, 0, 1.0] ) # Create color bar @@ -60,10 +64,26 @@ def plot(): ax2.grid(False) ax3.grid(False) + # Set custom ticks + ax1.set_xticks(ticks) + ax1.set_yticks(ticks) + ax2.set_xticks(ticks) + ax2.set_yticks(ticks) + ax3.set_xticks(ticks) + ax3.set_yticks(ticks) + + # Set labels + ax1.set_xlabel("x-axis") + ax1.set_ylabel("y-axis") + ax2.set_xlabel("x-axis") + ax2.set_ylabel("y-axis") + ax3.set_xlabel("x-axis") + ax3.set_ylabel("y-axis") + # Save the figures - fig1.savefig(f"latex/images/color_map_{i}_prob.pdf") - fig2.savefig(f"latex/images/color_map_{i}_real.pdf") - fig3.savefig(f"latex/images/color_map_{i}_imag.pdf") + fig1.savefig(f"latex/images/color_map_{i}_prob.pdf", bbox_inches="tight") + fig2.savefig(f"latex/images/color_map_{i}_real.pdf", bbox_inches="tight") + fig3.savefig(f"latex/images/color_map_{i}_imag.pdf", bbox_inches="tight") # Close figures plt.close(fig1) diff --git a/python_scripts/colormap_all.py b/python_scripts/colormap_all.py new file mode 100644 index 0000000..6090b97 --- /dev/null +++ b/python_scripts/colormap_all.py @@ -0,0 +1,93 @@ +import ast + +import matplotlib.pyplot as plt +import numpy as np +import seaborn as sns + +sns.set_theme() +params = { + "font.family": "Serif", + "font.serif": "Roman", + "text.usetex": True, + "axes.titlesize": "large", + "axes.labelsize": "large", + "xtick.labelsize": "large", + "ytick.labelsize": "large", + "legend.fontsize": "medium", +} +plt.rcParams.update(params) + + +def plot(): + fig, axes = plt.subplots(nrows=3, ncols=3) + with open("data/color_map.txt") as f: + lines = f.readlines() + size = int(lines[0]) + for i, line in enumerate(lines[1:]): + # Create figures for each plot + # fig1, ax1 = plt.subplots() + # fig2, ax2 = plt.subplots() + # fig3, ax3 = plt.subplots() + + arr = line.strip().split("\t") + arr = np.asarray(list(map(lambda x: complex(*ast.literal_eval(x)), arr))) + # Reshape and transpose array + arr = arr.reshape(size, size).T + + # Plot color maps + color_map1 = axes[i,0].imshow( + np.multiply(arr, arr.conj()).real, + interpolation="nearest", + cmap=sns.color_palette("mako", as_cmap=True) + ) + color_map2 = axes[i,1].imshow( + arr.real, + interpolation="nearest", + cmap=sns.color_palette("mako", as_cmap=True) + ) + color_map3 = axes[i,2].imshow( + arr.imag, + interpolation="nearest", + cmap=sns.color_palette("mako", as_cmap=True) + ) + + # Create color bar + fig.colorbar(color_map1, ax=axes) + # fig2.colorbar(color_map2, ax=ax2) + # fig3.colorbar(color_map3, ax=ax3) + + # # Remove grids + axes.grid(False) + # ax2.grid(False) + # ax3.grid(False) + + # # Set custom ticks + # ax1.set_xticks(ticks) + # ax1.set_yticks(ticks) + # ax2.set_xticks(ticks) + # ax2.set_yticks(ticks) + # ax3.set_xticks(ticks) + # ax3.set_yticks(ticks) + + # # Set labels + # ax1.set_xlabel("x-axis") + # ax1.set_ylabel("y-axis") + # ax2.set_xlabel("x-axis") + # ax2.set_ylabel("y-axis") + # ax3.set_xlabel("x-axis") + # ax3.set_ylabel("y-axis") + + # # Save the figures + fig.savefig(f"latex/images/color_map_all.pdf", bbox_inches="tight") + # fig2.savefig(f"latex/images/color_map_{i}_real.pdf", bbox_inches="tight") + # fig3.savefig(f"latex/images/color_map_{i}_imag.pdf", bbox_inches="tight") + + # # Close figures + # plt.close(fig1) + # plt.close(fig2) + # plt.close(fig3) + + +if __name__ == "__main__": + plot() + diff --git a/python_scripts/detector.py b/python_scripts/detector.py index 7ccea84..260933d 100644 --- a/python_scripts/detector.py +++ b/python_scripts/detector.py @@ -27,6 +27,7 @@ def plot(): "latex/images/double_slit_detector.pdf", "latex/images/triple_slit_detector.pdf", ] + colors = sns.color_palette("mako", n_colors=2) for file, output in zip(files, outputs): with open(file) as f: lines = f.readlines(); @@ -43,8 +44,10 @@ def plot(): slice *= norm slice = np.asarray([i * i.conjugate() for i in slice]) - ax.plot(x, slice) - plt.savefig(output) + ax.plot(x, slice, color=colors[0]) + ax.set_xlabel("Detector screen (y-axis)") + ax.set_ylabel("Detection probability") + fig.savefig(output, bbox_inches="tight") plt.close(fig)