From 70b96d0da760a93e9adf49657a77e2ef54b94e3c Mon Sep 17 00:00:00 2001 From: berti_r Date: Wed, 27 Aug 2025 09:29:25 +0200 Subject: [PATCH] documentation morning 27.08 --- Images_doku/Y_axis/LongTerm25.png | Bin 0 -> 36995 bytes Images_doku/Y_axis/Temp25.png | Bin 0 -> 64366 bytes Images_doku/Y_axis/TempMaterial25.png | Bin 0 -> 63929 bytes data/Temp/20250825_160150.dat | 41 ++++++++++++++++++++++++++ notebooks/Analytics.ipynb | 16 +++++----- notebooks/Messbericht190825.ipynb | 33 +++++++++++++++++++-- 6 files changed, 80 insertions(+), 10 deletions(-) create mode 100644 Images_doku/Y_axis/LongTerm25.png create mode 100644 Images_doku/Y_axis/Temp25.png create mode 100644 Images_doku/Y_axis/TempMaterial25.png diff --git a/Images_doku/Y_axis/LongTerm25.png b/Images_doku/Y_axis/LongTerm25.png new file mode 100644 index 0000000000000000000000000000000000000000..518a6fdc47d9957bcbf566ee5f9535d0cb95013b GIT binary patch literal 36995 zcmb@ucT`hZ_dYHbiV6rQy@)6<(xinB3QAA}WKcSU5_)f;gr+nR2qH?6CZHf40)!3% z(wnqE2t_*5i-Zya-;0ipGw;m%dDn0K?&6QT0_2{v&pCTP``ORFp$}BS^QNL%KVI!^!iioCuuiNt6iMxGJBwYE1moD<;=5Z+pmQ@yOQ>V^hqwWGjG*s)e}Wb zw3+)-f?uhqhJlPQwzRk(JBY9C*@D9|vMVi6M;c=USk1QPS&qM6Jao$H=UV@IwVTgC zqoaPkUPVVmt0?|@X{su!f*5|ibR-xgFwnnTv(U%x$VgV1W&|_)!D$h8yUt*d^Tcn{ z_nrsODKNgKw4y(+1m5Z$d{Ckmd}h3@ndo3uszL20O<%LEQlrsLN#HLmW#6U(e_rqJ zD#B(!eg_Ywm%s$hFThST`2F!|-zRS+g)MgS0HQCJvXzX_aBVl7kz_r+D<=YvE`R^@ z+gAWjBtF&G>+LFfaV6S#21=8hjwK>Jy7m3jZ(q?B@_l#<*4!gpjje5*(%`aF7Y+lC zKQ*-#683|VP_k~zgix@U?d|Oy6zFQj`x|BlXWS$JWB4}U$o$|LD3_5vrO+fxC5!($ z+gsxsmsygaW`vKhm3tOhSrhb)F?@O~X0NCghzSo>2o&4DjQvG)l7EFvYoPm|^K-qz zyetE!C_F`i5LdiUP%@v}K_J^tyFM{&=+zY6mKvb^bI?kvu#=$}C(;@cXAR%vuuEXb;;;etJwohBE+3G5TO29+ zOF_}WQR=1LJMqD?84`Ut1n^36o(NME~=@Yb1#{ zBl+$RM(+QyA?}|S@6Svzq=q5uF&1=EBiCpQ$lKafKa8?M8>C#NPE5*uTayvN-n&)P zh$_srSp9a~3cg$2ylR{o3+z7{!O3GYSYM4`W_=5t<+T*bONxB&0o2>!VZSwXMB` z&cnR?O{2jL*eg&1e#gRXalm+Gq|{V7mj4yX)!}b@Vx^$qL9PuKDU7LP{e4RzvQ$Sp1nL^B2eZ3s551)P z>imw}b06iPm*tK;+j})nSTLryTYFZ)v$17fVgORdD#(T;6B!*7*1a=d$6v6E;Lrq8)I=FtsnQ^>RN}F z{nLQlCkU;Qt_!X9bv~EVia>TF&K6h<`btc+&+IFf;nt}1-6aA(GSE=2zOk3; z5e#cb7#5pYK3~Qn=POk8wNI0sq>gr}Z8;;AAR()#uZjdW7Q!pB}7; z=+x?YgDs|_<_M-@FdIuV1#=-nj@iXl&g(0^VF<}aV{k+`;~~W_dvsvFk;a95$ z&CP_$NaEKi#wc#?Quf`Te~y5qNmwb(yhvWChF7ORHwcr;QGNo0k2r6%ly`RZ)D9Ln=S<^@a3C zPnks9!0HL77K2oH;6vPqjRO+c5<#mpvW^FG=)=VQ_!B?;#KKj+6?&UbZ=TAm`@7us z>d$CpULG>+Ag}Y?Z1cwLPVX)EDXSGGNhRU$f49jEh&aY>q-2tAjOY|`VOrW1S!=>a z8nr?})8;__?$|7N14QfB2x%3 z{hNb57k_vRFqc9IZD4_lb<(mn1a8NE1g}5SWP9X0?^`Xe)%ZaQla-ZaJKO#$^_&wA z$a;VqovFsg$}ej>d;?|HK??#rt8eceDFZ350ZIQrKYz}*5twhGuf%2Hd4F4QV~%8f zTSl%bE*4@xN5OlTZTIlg>h{ot36q$;SpvvznrvX^#&V>bVI$V)tIjxuD*v26N5bBq z7Ni6FX8B8I%cjqp2t6+R-h4|@PX3}TR*ucgyxtyu~I9ex3STkk)>t`ydMCz30s83)|`vD+b&}A{Uq@ zxOXL0A>>|O+c&(?-m|&2g#n_W4iMBvoz6`7r8MH!c4)mbcD-3pwwN}ShX;?A9)7ZK zdiDt6Twm$Nz zn1fP%F{df$>YEOHPitY~vZzh%4Aw}m;xL%WE7*Rjd8GaHC-VJUU?Jc_e$0dKJUvAq z>_lxQGB;ZfILcl%tOE6AAoYSIFkl3;Q=tFaNNE^EpUrpI7+nC7(;F-9kzL|;F||*D zUKmfszYP5&)~~$hz+{{tq45(GV;p*L@Cf_eiplUsYxF5fNu$Abz=d*LCq4kWC2g<#`h0QQ6C)G0Le9jFncz=e9 zbp1VZbMtcB`X^^{b&Acs+xPRQw%CwG2qq zv^gT{11Mz|mAqklvn%Ba5svm(uO&#j(H>RD3tPC%)2A+GM@NLuM#>#tbxZ8=l$kgvjl2e&6kG2)X9$%>?ON9e%B~w z!EZ2r-#UQ79p6;BEj91sRyx3iMXIncT0VKYK?d(H{8yzL6PLro&*S!&3bw)|<}8+8 z|NZ!9NLsZyBL&wO5g_U`c2mzf-!g2>x;)B3d`!tdxUSfuXL>d}n$XUp;ptp@NFWhk zEJTSV+J-+Dvl|H)=nc9*|DJ;@;l`P72BuPsgmsr8&M-T;;hzDA^`<1|M!1Qooo!%T zsV(M(N}_m_!2Fqj>9HIw0pAV#iCP)>5n<<5-q?S5C16+$ZTZV_*=#?2B7Le>fl@=U zhxhv9x_r4xMq+duuHiqh%ivuOE^Na?!jFU3Lb|=E<5I-tQ{qq9E@(2&+z;it!ZDhs zo8)M#)w^K*PZ$sg*o+bw+Kff;51gv2taYUxbC>H?phCSxPq&#xvQC4ck7#5WgW#2v zG3O2^lxMMD!^bm~jQ;>hOH8w)6;)9|S^Mg8B5dF6)G}ORmrkCr-Lw$wT;){>7`s-y=qMEP*kl}$^$5;OYBhDdXD&i zoYb4?Cub^*!3>iV)-s9f{i;01bOsMQll^3o%(3SeJA_iOl>gf@8&x7~(9mK%hls2E zQhU(M;!)HJS%^knUs})+x(*ihkEzN^+~V6uS-%HGzpm_87xUZ{F%$#94cOq*Piviu zcKi5xPzjbH*$KxDW0QPfMd=akE@DY9_8u2O0;ED z_`V^HkceUnaKlHl!t+{@tUEukjkQdAbjt2OP}T$vfO>fDZVpm0jIvmb?xdD%cv@EzY4_iWOi zpz*_P7GdGYqP;DbisD?!PuE@MhQU=1m0!wD{W8-3IZ5kHEXmDH(cZ6bOn%byuuf0< z^KR|Vc>D9|QIIRmwraWe2Y)F{PC<8x1ZHbqz_=?x%;Fp^uNlOrG)QJ|MmX1Lx|tok zccP$fGB`OGQisLtZ)e$#RTg0E%C=2eq+nBS4Q;E(z}R|_5x3D|qurm;HT+&Zon<2H z%F~P#vIpP&KwJjLi`SwKhF({MiR9}y=&<2zDf4j!ET>&XuX0Hdxxk;3t$q44EeE^x zeO?CnzWYs?A%5yN6+^3xS<7==@P$uQ%d1r+8%QAKMG})U7P3eQ*{Z^JR%LeImsQI& zw5bR8c<;^Lwe5&8n5=Z4@JRsxa6}!gDy|`@qhTAs;I4sLS{Ji@f28F`uMt%+iFs{G zddI}=CAzj7{4R6xnkFS!`*Y)@sDE)054p%yxtI+H$y7mRZpd55KrvN8uJBG+j8h2X zHZnRweMz^}dh3DHt?k7@3`gX7!XCYMk9l`u7puo-<648U%I)1lb*{u^a;91`KM*dg z*I`@g(doa8O36HidUHlqt|m~_R{NvxRsuE3El0F$KSqxi%%r-bp@x~ap=8nhJgoKL zpSOLIrRwXulT(iQlhEny=j@b4PSc$0UYNG#1<)MSVYGaZSg~4I*l)&83Re9rf(3t) ztteT{A*!*h8M1*H7C@=jY23M>B1iM)dtP=!1q`JK>Gz%tYO-B3w1Mgktc-?MGgo+b zgWCOes#-S<*J@&?|8+DhfM-7*h|JDti$b~J8W5w)wuCTkwR5lYy;)J!1fLyp-pjzlvZ2blomz2cMO*B1__;}^6!8tQ0!Q5XVrK2<(a70r-uVC$F=n{Yi7~9$6m~{NpZ*R39+OF` zCd9Oi`%1+UrrDydRoyt!wbRo1*RWZ_=1aPIAj$Hlr&yEZ*P~^qiK*C9bw>V=!Fu;D zIQMal^&^UyuOebf-E0A zZmcI(j_nh@`7bOIfPQA6dOyL>;}qAINef#&0&`{tRkS1RMIfBmg!YmN4eh^r;J*Nl z-8(G`AbiTR7gKxSP;O#aMvcF0iKc_}{-ENoqwE#!F1`Ht@gr{lEWHL2dh- z>esBym_oS&cI3m@_UG(p5OzFL|Ld^9&`TjSsYnH@nOrnemRrl!2jp)1x!q zR089+c(G{6u-Ne2xF=Vv-Dq6bQ8t!p|KEUL#uC&5%4{Af1A0q(ZQQ_NYljO@S& z_ej(2*VWB$r-LJnA7wubZ3|~`DBKy>v*I~UylqBG7^>!z@xx^k8B((S=YHBzHrn1!?6Dw~AZ;YA4sEWdO_< zvdY*)*?hkKhOOSy!*xrARWuS>ITSp7fOCqi^`W!?Qrgi_+O_&a!bDJ#tvaqtObUZv z^Xts7nA1hq`jDX99b%?kq9cA{+n2G3opBq=4dS|^npYorlhb8f%vq0d9mw^4sZR(6 zn%aP#Tusd##g({VO|Q)*#laD0>CyX)id+B-l;{A)hCa(Zu zE>_fb_-W1V)M>B*Qt&5`-Tb6(Fs*wAQBoOk(+*oBl^2i)z`Qgcq1=YV<*6wXV2W@M zwDm$va&ot3o^BJPh~)=b0Yh6GF@SCGWe41__@C7CG0xAJhGu56nE+tLRG|9CxMr=x zgu88H@WYr_+tGQ_F~Tf4%%grsbpV@cu*R(h`k7)pe~Qr2Y0)mT4_clI3uEp^-VdYY z8rD#o-NJ3+XgIamr-Xd)eUihK->LTNoo(Ii?Ptf%pEto^Fq25Yz+n;ef>#cF3H#g2 z&v^2U`1DW!hPe65=xF-yD$6k^Ja<{F%wv?#L!V3YF7sFr$DB~T!8`+7$u|O!02D|a zO-U$jyWcmJ=r3v~QY;dDofpHE5Vya_{N33H+;-Kk8PSDx@bzbc6-(-N8+7UP-hn9@ z+t9$F?3HDRNuzxj`0C}$LUJZhA*agg!gtECo5<;w$YKf>$wDu3gcMO${t=DZT`p#^^WU$TDl%!}%C#S>OaxHz`f2Et%;Es< z1p6cn=Y4Z6gF%VJav)KkJ0|B4sG`I#+OtNB13Cxr_p@!BF}}Vb-x=`BR4gswZCYxx zPM)71w=xb*w}2Ikig2YKK3$?S(518-N&vpmM2GoYAFyZR zj0_0+h2}3x6locYx_w6qqa=^=+ybGTrZsT@$2VMeDC%EF{9Xf_V~dSxPMX546hKR@ z2j|vi_qDrSbDeM4kDf-qS2qQFB17M$Or(BC65L@3JWfZak?J}^V^_!G($;ofk9ebQ z2cy2*BlZMP7b}IVhvUb#+G)geb*@IHJgcItjV6B%r0!`XA}0m>5&SDJ22jhIwgd0g zQ`wgI(bb+?pX7W4hq$JoY%i&{1WC>f<(7XHv_<1=Fm*QUg zB~7@}E@6i*aHl`}RcYkWq1eO*Lm=z-Iuk%rHpB=(x`&pRd(%l0ge_FdrKz|Q!jG@c zh}rr1Vqn`MJ3H4ZrmY!!q=jR~+$S!8D>|jtcufE!npDBehTDsghb_m+ie|318BYuR z`w0gQ-OSzlTq<6J>an(On7#%ejtgsTpiakEEc56*!87RW1i6Xp2{-D!APq{4Oki#DaP>o11d3{lGp=yx5W zxe6f&TL3p9>|T&ZKxrIwCAFB~w-%JLyQBhI*qAx!xeGz)3>7`x zuqnrIcM_g?rRKv=_Qcigr9uOKo5!bu57S1R4xV>uVJuLS%nB?h%ClEkNc};YF_Cpw z{*8bd4rdS^$RG;}tNLqw?wgZbf|6YNS>5>5D+rL??%|V{O>0Ya*~kamh}Y^I_y}&@ z5={tPpsXZgJ5YZF7O3%tP(*2wpx-$gW3_KY(mQ~qsh9tyV)i$x(y%$)CVrg$lsW%O}|i{72>OZ{KrbpYWB&^ilTZ5!4OqT~I@n z`?7em@Z&~_+GQjS0#x*X#Wub}z`c&`3aHX2>Yqw^|M7+FT*Z#w;P6(;A!CBI_;6<8 z?+x8@b#VnQ5umcs-}m)xA1`WmxUT9iSgI|gW9j~}O!pUd$C4k5GAovW=MH^x*#G); z8k=?p>gu^UBb}hZi$?h_7oBX8HFW}rbngTRAv3Qn%&`U8y&kKNiNC?#Q#7INy>SOrwKq2n zL{jU1-^jNqAD04G*;jF2|2Si&T{}Dj6!xK{CqKrjbvQ^)8fw+db)s8 z{33?5GnC!Z&hTi>6=ta9&6q!d990Ig$S#js=zI_|GO5ea?3Jjl{}I#gyo_!{7(u5nrl1GOwYojl!AZ9Gm384F4Nh(!82 zduI&&NG-aIaJD?RtKd8G=u`z;5~jOtpA2D0i>`Jvo1qv!5otzk>hsEvliV}~v2_zV zYA?zEbt!eNRBA}et%Ias%VyZJwaN3$ z9(3Sp63bIudi)dRPCN-hX2kBJMRMCNHO+r`A4_67h%F^qWYDLLK4lJ7RAs@Y(b~8v zugsW^>PwdYI*i?oXq`;eB$nA@f{Rjmy)d1*Tf|XM)^3DXv)Eh(WvBN#y<7PQq&9z$ zuIS1I|GMCf!%oB$Myv4~o3<#r9;`PqvtBv;9PpBWz37Th1Ihyc&%Mt4OJxzDMen&F zxl|Jyj&UJ4d3G~T&%M~8PQ|?>goAuEW^KYRFyxI|l4OVa{Ix%zo`Uduh+Jhf-(va~ zkM%b$a)ExK8OGAL|3jxy@&{b=nW%8666-L)a!>HFzLUU6!Jvh6T?t$3>xMP<<^t90 zLink$2n6iOt$;Ks0J7Zz#1@!BV-A*CLuw7Vly8Kgf^hl56$_MOxJj7TzX>{2k0F>A z=f6X+d+8!vOh$$v`NjkhD@Ij)bg_lNs(+3h3Hh_t`z_Z=h78O}$Y<({WcL$teCA4B3M4 zc^qPW4yagt>{a9x-U6e%w&|8PT2i2;HbdqB_=PJj_V_y$z89Zu*t-7MFv2=ldK-AM+f3F;betDZUIVyCCnZFib7>_ZX z>;&WTM1gn8g&r9(1fL!*HQjr2#_E_BL2UkEZ9y)k4o{Vo!%AR3nJmt`{PE}v)vjWh z767QV_9_CZobU4uPqb}t`Bi2yc$bGy{{V&EFY+ZE&T^;7z*!+|dVFl(XXQOoG9<4G zv#UKHr~7mFG(IC*QjTPbZD|f~vk0M-TB`qCA4O%mzQ0s~0G<4|wFT-K$EOp_=F@IH z@Sds?KN$rmJXZARWCY^!wd(GZk@{Wsg3MXf#w<`8< z@+M(=j+jgThCg_sqif8&7(rHjS8!b0UTwh>{}j{3RAFX6z|8_5;JUGiOFRW7 ziaGU3?yLa)<$Z&i^DqbUs_?7pyzj$rN~=#=sNKc z@7Axc0K7aTYJ;BXc&zXBt{X@e43m7qWUg&LP#qlYrbiqo_3_%n6>YT4Ex7D@Cz;1mTIhkZ!Nh=K@;n_kgBBUbi>2(ak`51kA+7SR#!`- zeDE-o+mdEXQc|8KzWKkeP#m-G5qzH6<_(G_oHdEfKESNzMv9&t4du6!3Cz_%Te~&c zd-E=3zOn7o|R?Y1&!Xyy>?9Fx=4=bWi`&OR==oCvuS)r3!FC)PXp}g=wT}+goN&>q>PV^lK&jcd z+1Yt_qHjd;+E$Aa_7pg2+sqEW>t|*IUx!=Nbf&VkqiG8Uy%?5rcZ8zbMIcsv(7tK$jvt+CAai`%Ia%L(datUyi43Iu9*<@wBQ zhVspTJojN3&v>_ZBZCEX+8YCS!qaP+NpqGQ;^R})df2Jr9#{$0MRbmXjo#O?Ef%}e zT-ln%rA_eCh!glI?3Bv@=%lw?1z&C5h@$_Io_*MK8Y-%&bj3L@eH^X1$h{{vI`ckO z0%@mKZZ~d6VA&P|i+R)7C&1@x5MJ?XS_S9Iy7qP&fqS;`Bk@rXe3u(s(|JV8OI{`e z^2$v&oNE!A3&tLb*rx$sh#QQbM0w<)JB%QcsMMYZOJ?gVcl5m7OAU#Ssw~4y)6g9= zvg?lJe27wA2OFlodnG}^)-~sSPo?qsG9BOO0XHtkH^q}E_5m+F>^(=s1yvY(5{LK% zAcnvqT^TwK)@g8!Bst99Az`>4yGUEi?C}KVjoz-HMZh(AE31Sk6u^Zp+S$3UMwF1( zDC)er{zx1f0F2HKg3Glj&N$V|*C9?%)W2!ip(+3}~>Hs31*T?k{K)k5TXAWRp zBcRr$0W5QC8)zqlEdXl3+}4KrR3ZKX5Opp}JV{*sERGS)*0P9ZWwLi*8qr!CFI%@V zn1LRR#&lB|k0x@Qc4adz`;9FE2O8_B9B(jwq6KoKRPgFe!;RD<60p_^ilvq&-zn(#}o3%yncj z(EdwF1Wjd=6V=?E$*Hr}by`c)rGsB~B<&2o!q3u`m5GY#GpoXSl54aJ61=b@8JR3b z+wx*}lcXSBijl0-qp{)MoxbA^_q|7A8k$70mEz!+S>N}*DsbZTnq6+^qAv31f1Z*( z8P4D-!pu*hdha(_;L~&62WGIoH4bk5(F2#jX>Z0%zIN|R{K@h0Z6jq4J>a}5*h+i- z5+GUwbi5SryQXy&6^WOyWdakmfDX;J{pD|yl`09KA}0It$3v4_bKOZic3;LvRlT{Y z6~ulc`YB`;b)rpNCZplpy88CZmym|P6rwxY4l4jW_a)WF{{M3+T8}ZbKyiXDfFCRYgFpp-kf;hLJ<2^2ruqTgJiqs!@< zVjOAoWEFxcEo59y;!*>Ye?)rK9!?7>hX_&Yfu}%)(52eG?ZvfR*vbfyNy%xtYh(k# z;!=Hr!yNK%bRxs00K_lsdkKKe7BF zW9(3z?+yZmc#W1zWAVm~XNM07-77E7d`A@BZTyrS?d>K3#N^1JqzQlyxBd8($`-eb z0eCWs-)&q=i~$WpJxU0m-Y#pMo=?*1RJ)Smt6LER`9-MyKUBmwNrr%wX*h9tbqv0) z?%)Xzj7~qFvbWh0JxpuWy20f6$kSRusM z2w?7~DMS~|xR}z>$Aok0)DwUuEe5kP>~9I~CU+%DB*?6PX!NcEn7R!@x~e#a>Frzf zVFAUu!M{uvK_BJdf&j|b)LGu@S7Ub_cYf9CliU; zm(+(>AK1~{eiJ%T%0BhI&!9V1L6xiPt)r9pkRx)#tMz%vaJdtWN6j*HTKAa*1`ubK zKBijh>}2!AB3KGcOj~L{fOF@&^k#s+*761f19k(zJV?2iB(q2M8GvGi21dkoWPtJN zi>RduKRGT}!@`g!rZal>{k1ivk?_^ujKoGCw9a+5&CUY(WN|1>Ue?RSdCouPb=+Z5 z;fyqc?@or;v5zPH5?l96BaxTj23)#R_U*n4dXgmvhV!x_uxzWNXS^}_K#Cl)G#j-n;W9qQ{<+w^%NWqr znsR_;>lX*I8l&GB^Mmp?;!=`cR|eElb{wV68pLfx(tJP`bVD(8i+d_7ZJ* z%YueZ4!Et3#@B2#Gc9HauCzvR*dFuyNFb3T9DF>0%jzPoRev^G8?ER^tF}0v7(7=r zalv?6TrkV+*6G)AY2;Ka-?VzL`$_#gQW#(vy}L`Rp|O>LL&pSDj%J>x6!a{l_8{GH z?B#F5+8r^m>lGtPPlL@q+^~Spw)ccPAyxX1yDuJs$OS67r?@*3ePC}7+Id#GaXJ>5 zvU=&&froyx9NFI;1<H!FgRFDIMlLfO;^++nFpuqTf$>Sd)__08noL$wNoS^Ut|@W%jua6Sdx_nU3?3wyfC=J)BhzgO8B0KwwD+XxTpZz(RLRR8t&t`9k0n((29G3!07H9iYH$+fXnr92~q z_0rGIt-r`fQ`*xeXWF8uz9cxvc6ZbgaP;sm@1)TM6HbuG->XuQ3-nM|Q6S;0F>WM= zwOxxX1V}Sy5+>tuAWTmwJJe%v3CH-M3uz{?OjqZ~`Jx=ZdJ+V)_1$fo0JF^&DhtR^ zi88lb{KceHsw0n2ftlTWg8?wQ0CcmdQ$3_5kD}5aO_AMxdC8OE>h&O9x;V2Iel=+fyRh;$&qu10URxW|7{yzjWHdnbY|f zW>rY|s3oZc=;IP!JU9oW)GEC7EdQ!99p72Q5;L<;f(r}Q z3p`u^Y#dnz%C!e>L-_`nen4dkVH0=sAI#DK+b^C2Y)p{P(Zp5o2|3hSL5OdSp?{g5 zB&L){X4%pddNDoCmrHmH4%RU{DM?1cw4e2Qp9P2~rpRD8PTLQNB_ZTYniqt(c48ss zA!~9Wls%Nt)yvUtS9!mgd<@{1acx{F>tw|#d@TW?Yve&xa|fg0MHLi^VKtk%1}c(tuD+zSc<5=F`O>l}aqehec!m~>B( z;*Az0;`Z;dIPJ&jW9_dbmWS$4ibYIfDC*=hR2ptquY9uy9Oz5R1#}DE1C{Wd)#~%g z4#ujusiv?WL-{~$C?3kr?7jGq=eGBVhy}f81S2k5AB#eh?#^{#5I+0le=bVVt=1w* zlSMF4#%~825%wUZ`9j9JPs@*++XNpeOp135WM8VN`?!FMR+}rH>*7$4X{C9)%EcX* z%|QhSQGjhxn5S2Uyu_nf_~gmSLtj8?Z;QvR+~e^By6Bd^`-}$+jladaH*REGKXOJaX+^B*mgaoOyOd5^dl zjV>h|E1!;~Q!R-FEEn$&Mm>G=jd$#aAt~8pJ86=Sr7K4@`-?d`W0h_?EeIAJbMuUm z>V~eBTR15;zeH0hj4?%oIA$^{jhjsd5ZGS%(V+Rg6;tq0W8J~E7fav_uk9;1v>pyx zl_W(ciK1l8SX8?G>07s_l@tcZgub=M$sO*RmIE-t*9a)Jm;#wWpBr!1?0g-v82nSb`n@f6&NM9;kCPyAnA%7=y6Sf!Gfhw(+<^E|58&?7Ewk^c zJ=jz(jT4w1EV0rkEk8CRh-~|#n6dm-{BDwa4B_rH&@s3it!5(C<(NI#Lrg*;j&1(d zILX1lcqQ!1m^dK<-gelQFIj&Yj z_1f}oy<6q5jC;>v{Ifvt(!56&&uas8DCiZNlXrA?&s`>CY-ja5a4Pi-O27u#QfC*3 zoxU_Bs)!oI+27nO3FE&$$A#^YD`U13A3ZvBC&CsrChM!1bu-IkDjnCTfx!WBe9vIQ z9YW;So{wU0kA*HMd7S&+vKyB%`Qn;HDjv2pPGvl4W!2)Ln&ME~hT>b={&4EdEH9`IxO$(4GA#r@5XH!vRLj*tqQ<*EgbfzxFeO ze7#wh`deyqV~q~IWish_^=Qc?*rdz-RTAkLSp0S;PvYuHa35`ib|wnw((;c{g!(w+ z6g#5QaGoP_fshZf?=-J+m+A-|ep!YH-1**$tmbL+l=N1v%Gf()c6aY0TcEhJXh36H z1hcyuNm;%-)mk}xGheU##*2gVL)vbTTj|wqSF3*-x4bmPcR$o_ygI(8sr#5w_Av!K zW9WG%TF-{}X{fQfBYOAbsCW8#r)1!|sq(#+L#wBmM7VJlfQ0T!HCy4{M*t?z6P?TcLsqnlT(VYnrJFkG~E z@c4-?R{$xs1e7(D9E|9+$kCcF^dl^ZL%J#P@+=4dMRxZ%D|;>}dHm5+{jw}ryd}(L za!?Dr+HsI@4i20aaK2Ntrmp9@rEdo0Jw%1kyfZ4M_J zyJ`P0$H(S)ruSc8WU$jz$I9Yup-C%;gky2kS)H}<7EHcD%P zZ?>U9^p7ucLDWN{08upQH)qwZry!oO=&*w9Sf)GlxXk`$m|yhK#FvX(y(i{^rWNO2 z+vFlWx2EJoUPL)4%{YrMryX>OO|Pxx7UxPhu2q|s;t6Z%J1XAjBLajB-z0Dk5Nwzw z@Mw)oQjdRYHMf+V%}Y(R0Tb^SXz5QLj?hOW*gv~{Ys#zGyMo}WGLYn?NLEK{=x$(K z5s`*Z+C)dKv;OF1yU<0;uiu)jnaAkdDOuQ^B(?Qm189ND?mDg#o8_`yd-OoSaA#@$P^$fJd%IO(J5eA&Vqg)ZWEi&8 z@bwGM<{Yd1P@djLl85VuFO+j_NUr4c^(Wzv8-OUQpOVzP3jLc2Dgh2F<9od##?@HdgbRA!H8*W-oP@6@kdSszQ?Ai-Zt}( zR=qwM#X99vX8$fEZ(3@)`OM^^iPY%nJe}w+a5E69UUsDVE$&3&S+CsYR71$VPJOZ# zwj#&}T{E2D3A-c0LY489ncP~hA?0@e^Bd=Y5Y?{N*qt;zQOxcXU#YUQ8fABzfqLi} zQqQ53wK>_Z_7YzZsgN7n$)qKv=YQS)y~o%im8n-@a!1KGIBI3B7O!eOt9ERL)7_87 zJ-c6Df&Vcb>ez{ksA$0P6H zv~C^iu%4Dzrs$SF+kHtsD$RcKL@%dFO5AjW#QdT=aW-PJ)w3ju`cfxl%RDsK6Bq|nZUax(ioT*0Zs5oJHXzw0PW`%JX`4iZpnD^+%fU?h9sJql|ekKoTxce zQ@ZQo`*iD*;v=LgktkNsoa;0(gplZQ@I|dD_svZRllZOS!?HR)rva+*G&prwi%XA= z7?C6Qo%p!)2&y^DI;l$=r`e3>P0pTD47wvT7ZW;>Qq3Yids||Yyp^N-dSAZ_`j#+6=mj|jNbwhNEcY#zs?%=cdK zi=~%e134IlW7;fDQ9GFJ4l|{oybthl1SgtTuZZo(XSv?nQ!%_4yW)_8{%(g5?GO#a zX%++vYsMS>!>;Da-);_^9;yBMyWy~U@TssszD;M>H?Wl}$)p#sZJwurTE3}Df}$b< z;v>4Rz!M1VNQoFdZJnTP zp?T+bfrvlz#<7DhD*A>zYH&Mmw%1ymmoz{HN_Lq@u>|75F2LOWEVEE4I3s!Z(dVo0 z@z02vPZyEPdkuOu=((zyZ1}s78%$nkpVihpJxhAG86G}$h35L4cnETW?#~UrC#T%auv!?FYd~wLx`em-rU8NNh@+0Kw)W(^o*HYIyb|mj!lN!3#Kr> z_2pNum88BD0MHkX$gu}Nb=9r^tXLU|1hZQ}mBt%@a=(T~N$wsx}o|xdm{cR2C{M z5i!_Fv53rl?iQqGgH=n(X-}q0fuBQ%l%56qOyWf>je_PTWmxZp?oA3UXiXJ6l-D!< z_FSRNl-)k=LNH(K^w#W-^_51;_|`MM=<*hC*>Llm*_+U~Gf0H9qFX%HL9QEJ&@-1h z5l6z^K9m=hsOQ)pOvuWizbtu^P+|O_dQ{44u0mf zl<2k{cuymG{{85-(O2j7{e$7U%pQ=0pI@X*MQq-#bcCoK{DwZvw2puRWhN)Ju^#pq zf)+iO@I*yDMRI-?^@C!pg*9w)jpJa>8hbg=b(^}orao&F1iwtMoS~3f?Q^Peiv5}z z>98bt(ICmKS6(<-z0%t4L&|wJl&r$Os#s=-c6qfmxZQ*wfE7H z`F(TP*4+74JmO0QA(+Bm_})^#{E))vxo0-=Axl?=;+l9&A#2yAX0tfd z1sAMIf$}b`2Nym(v)kx54h_;Lmw)`60)7MVB)2Y{{{Ew$bs1>u%L$*Hx}MI%O)qmvh{-sm*$=|IV}KVXP!iV*=h7HV+3s(Ta`$Q8h8mlo3WSWPUW$i8N$ z*rLTk92f9>d4hl$89LbE@G+nu2bZI`!Ag~tly7`9+QByc!zC48Y@4O=IMOBTi{$3t z-KEN$PBmoB64;rUW~~=Q8$J)(rT1<@s0eRJY7_RWPB_O^okz9!cH=YM?mLY>9#M7d zV~EeyaEHH#i#U$nq34L(*R0%@yEnPwegJ2qG<{fRuwKu4=;wV{N;skyy5hwxNg4HW zgs_-dfBPP z`H%A5Cl5OyF;^2)FLi{sO{7EQY#4;08!;VYhqWY>h^t{VW=h=|hjl_0NtZk$u2mP3 zQzx-2iz8E~WzZ&%%1&wjuDDvI)Ie(|A$Jv~5nZvpFnNENGoZ6_O7uk!Ag`;{DrkM- zAY}c!L?O_e0_h{hOtX1^+J~qDy6iDOKO%^Y=2!^R$9ojok8bgU(c8EE=p_FzrmZ8w z2T0ygHnD_*AeYA@n&ZUtWKp+i3I?~(%a|gXmy@rvP_YFx9kF0)NPCAV^+sy#@jIe4 zJ*JA2W#GuMD)*cw#p8D#U8UQTzwCZuv@>irIIxlB9Pc#|Ki{vjFA5LWc?!gn>f1l| ztLb&0L3da0FUrF<+hU@x2-IJUJS42BJ`W$!lnI@@6*9`YRzy)*$p%$^H8Cw*q*+pl zbLB0h#2>Rx#l;HnC$dQ#HlLzwZ%f|47EFVf>7Gj z4`4VVW^8v-y40Zd_D#N1&M?o*1;!MwMI`D0Og~X-raUhM^)R}Mrq!xP2H3Niv_4(& z+Xw?*zhD6E2BW$8- z*g?6QhWRr9_T6^28f>qu&-?uyw>gQw%Ns)|v@r03V$y(fyhn%s8J5Z6QLmiYWuu4G zYgMjAXn%h4ZSD3qtQ4zhchIM(bQGlXTHe1IWkqn0)a;tDLbP;V%56R!b9ymkH*{^p z{h|?>ggSzWu|k#CiR(jaX62fPQG~Vk8dBW6_k&jk{gh(hrUF-mK^AF6Bn8z^tkV26m6?ux92rbE)ijTR7|Jy33buH`do2Y|?n|33{&r zDXm8!(IPad2<=rJ;z2*Fc@)z3V27xMkz;PEW`U=T6TSEH21(y1eaF=YJ!gbWBs3TX ze{0#Z>ZG?gty*H|b^%XCc{8-{kG)tPO@92+2pu3r$6V6Vr>e9f=;z_`z8S0Dk}mP4 zcw3R=iH7>7J480#1%`Hc=?4iDFAL$Tq0*r~IGy<>C4VNDUJBI{%)H`v7I&yF>tAHg z-(V)zxUi&PI&fi)j=v;1+%&1P?@(@_(O5k)^8_MZJ8U0Nui7$B{Z>7~njUU4K^ms; zw%(rzO)8R@vN#wrAvNn4w!(R)a7hh#bowBa^-79|dufs=ItxhF}?! zxf&WGuDN(BNZY4KntLTR-e_6d!mqj2gBR>Gz-?A)^&YgvL;U!4@IoP1&)&gJq4Z4Q}ikr!&0JYn4A+JXH z<~^H0HRe;{_nuLi3$F3d(#KzHIk{y!IPEp=8I^Ey^zsMKv69e@3nt>_+#$jOBO*4m zPRK`}Ejc>1`G(Gj2>@FBrCqzzLBZsFEf4NzDxD6bsKx2#n<9*IYqeQF@9Y3=%4Dnp86xT;2-4I#IBJ|A?Dne!xh2O{>mNdficRjO73I z_LX5(Zd=#61pyZ+-Q9>Zl7fJwba%G`(v5TpNJ)2>w3JA9ch{ofo9N#A+wVF1 zocGuFaq)wTwVvmibIdWv7<0^V-@|d`>BXwsnck(l5|mV4@Ee|(pa-*shB*fl{Gi4X zmn1~s3;^;Z+ZCK7Il$Si?tuz!au>qp-L=B)*UpO=T}w5mRrmwb8oJ%uM?3QJpQBbgYlN# zO1;K*-YypD`a5-@rGe_Gzc0{mZ->^6JKEBWO>5aTNkLU}Nmf3`NIpGH8!Njo@P0v$<05^i?@tfvn&Swj7Q1r1^9no*Ku*%~`0M<}LAwN@WF< zh3E)lJFVA7D5AlTDB16eTqE}jF<$fcv(D5pp^iE%Cd(2A4R_z~k~iM0@?%1d=~3ue zNF$Jp*7!BtIYUL>?Xc*!3(cgGXJl zLU?Cs6#d;F;rz^&<>;m@^mER!sXA#5G9aq zK6-_?RVR(UQs5~**DmpUaxcXCh`$F z7)(KG7Gp&pZtK!$)oVTh3LeHKmML8mI0U@Z<=Z>dU-XAlMYcJ1Emr_x&BU0CEyBny z(QApK9jtx!EU3i)i}gKHKg?sdbD=~F9!6iCv>iCV=karS9TIfdW__{9(HE~zUY#cB z9<}`pi}8muu74D9^Dcznz1y0zBsRBE;O+tEXQ{I4!74_PXXXI|9!tIwucA3Fd^_z3 zZN5`V8*n{&c%yLgHd(>jN9gP&?m48Kpqr2d-z>}$eb;2vp3JuG5kVTQBKwQ`C{SA+ zDx~k>S@*Y#uu|(RgnF`PKklKv5&gzv%bI6Nj(3;=NZ~p&Wm5VA0s@9Myz@bsSRUXk zOpWZn({OWhxyrxQaIsTb?z9-pt_(0Drh4XEYjT@+Fs|>$f2w4|>3xDtIfbP|`l_Bm zyJ6)OJ?Cfyd~9USj{JLRzXYrDDM+^XT$t0_0wvM;FekNXgeDB3?8cKB&)7|>MZ{V| z-&QS6H@!kp<-{7zZ?mN7^wBC%$UxkYdqYUqV5Kcl{i&9NJ> z#=66!@VYzggSTfFkH?=PKw2u0y(oSJod_)dTI)b>Ye>a&#!6VP$2t)qdLrI5*lrg-{#RX$c)R=LMOV=t*Fw zx7C^LQv?w2yf61n?r_t4o1d-n5A&+{7)VUl5a9WVzk&>ik6Z`vRC*7Cn0b zt_OCbb7AjN3*j#tO>wKR%Tw4KAN=ZZ?X-FI5nE+9TwlO6aLVh!gCMDd_Av;*a)-!} z+gXO2hpz6vdk0{nQlVJ zGm_B}89x8AByRSfB03|_L8(SRtuSr2m}-M7r%W~*kF9+GTSTy|ox05hsTUvz%#t*h zTV-p56OY(Csca1Pb|Xg0s*!P8ayi}ewB%gzA?`sE|0eV_8uo&ijTEoN#789w8fyZl#$sVf2ZMSC>MC7@(00F>Z^&usl^IW9N zmJJgEYMF0<_A`x7quJ=yr^Kb~-@~51HK#V2f?(Fw(s5n zVQM{t@Yb)t>KchTz7k&d%gEnLh`_{%exQ3KtWC5(sRjaNa#@ARyF6$u2k(qIn@|cJ zA3jI3AxU4hymKlU{uF0!>ivCl?K4I~49KI1VhuB4Be72eUs9hHPdxB*kb3o`ioMBz zq)e4mqczdEnm*k^X97!u#47vi{3psj1c!xGKIlQNI5fQO@#L-fc=FqP+_KzK8h=m% z{3m1$TS|Xtfa9s<7+L7+?}v;6t}oiDff3d}7_vUYt!NV`&__3iJ=0aA8Lsf0y`r;D z4+{Ehom4{#X%Z{BRKO$YaWtka45sw6Ybo@qQ$UY+p(RdwY;%93f~np`wL|9zp$p7@ z>oCzK4-c^iLB29j~>hDLw436s>GZRb<8Lb`gey)D8EOUVivWqV*e(UW8TN^s0q| zZKT~C6x^DOmps?3LF#sD1_X!7g&OtB05>`IMoGPm@8;4*&&1(RUwJD8E(bc>p&YaO zv7?K@p;}Ul;U=_+zH2S z=fPyHoI?@Gj8kdh;c1{=sMx#F{gApIHX+s+T7Cp2{4EB>Vl=nZGK7KUUKDm^H%MQD ziZ6nJ48NHNp|26hITu@J&D8|1Gi|sddVJmxi}n5U;{7im-g_Z5Y&M$Nj1fer>ksHk zaMqBRrw!JC_n270czRR{^*^ zea#L|01=slcBV1K#`67KEUF!gv~{uAkN+^M7h-HBC`ehHxHtkY{W5uogQ}Hdb7^LF zC-n5NV(9b4O0X>4S^T0qbw_9})M#~A6(=7uOgzWeu{>XYJ}=pIaA~B=tb~~(lx}ZU zYZE-+n3o@Xrf2-K)X_1AC>$V$xI4dwu7#}+ZeQV&^ct%^8`_ii_Ux`E)Me0H2BkTp zyyu2n2!_8(5$r8{qdjgqSqcE3?E=wJ(9;2a>`|4oi+LzH6Mi8&Sx6w2NKMfa+V{Cc;%1dP$ysou%z_Kf zTC~Pj0rTBxUO`8mXbHK=_Lf3i4Ck6KUL;5urvhK3UQ3Wovs5MMJTr@X zRb9)>tk_nj49U2RX6fOxsL6L&&$O1clg#I*kQfTPdppY?iS#aCu^7FsK<8>S7F!eG z5-Aht(48J^3W!IJ>_>ptk+PcJO@Zg)jYLR{AM1#l8 z+F{jl&kV2g*y@-0oN69&d~9>OMsu{T{`-SqLmNRWGcDxpq?`99CY-r{)Dy+PI&vnsj9akCg&Xq|1 z;9Ys{AwHBRG)0L_)%_5B!zAX0YcB2`TdeudwZmwGstmJgvMXfx4TKu19ETT?-QZYF-?f6}$Tr@af3obROO6!T8wtF;w2-S;N zis*HWT}Jl9>kFh)shY$AEEBcdltMU>w%b%8n*}tuPC;KxbT=$ry-D+0n>K@dL%5pf z1}mhP%Rtrg>bST?A^k1_?&SQG_d11j(inM3PVOXnM!K=rI&ZPa>-2fW7Q#}C+2TF8 zo!*4}&5SJ;q%bV0=_m4(VdZ#d$U@xc8*bxz;Y>~$sPBjGdo!bk*~$(jxfE!W;rzW% z0H_lZVE!XqnPbKAfAZ?=P7rafnFO44kt?IGAoT`=a}X0LbHt>dJ@I-PA0!2vLp*3 zpKta5$@;1C<05*#bRL3qRn{Bo)t1+vF}b9#egu%VShak5wEzCzD36ow+s}MWO;ZNt zy^|KJT#EPo;h`Kl1jg-qPiPbSTzUR#4e&20@%I6DY#7?w*hW<1_M09SJ2PUZ8pPK6 zo;(zMY^R(iWFGjuJWcPiz4OUPtzvh5`+XGupG42<5zAEVuW#rADnzA`G+9j976!~ zE{{$*??YC@ro{Ow?~GeDo@!I8z`yd=;$-@ivn{L|R20bMotc}Wu1F@+rxQsg%h5OcPI84^L$L3+Hig3D*H7fgR zQUSH@D^qqu?R?{X_fyNO0ULTo0l_p|F;Ql@(E)gC_Xp*4Dou?FYOs8d|{zH7+tEVKFa~+ z%?}Qo&`BmX+@%)wJ4n(~lnbnO)HVeWMg$c@DMuufDzO!!-Tl1vck8hS@EeJW1AJdx zhUg8+=|7ch%$D!i;pu)yYf?0!=~w zCwZ*obJ|{~Qq|fDJLdOcFUy)yM9Zp2-Lpyzac-BP*-4PMQq4h~h~RN6lc%vd3&W}c zE#|vqa|AzKbj3*(`PlUtb&z<-`aSYxEGiMq%V{D_ znx>naT$KB4DT0Z9bkzX`(cu?V{qNl~7#_2#<{+EX4Z+C%m|XQctn;J6SEtV73w0PK z)%17qHHx1UztCV;Cev`VDYL=DD6-pHvyBHyeD5RTR_t`|G*_5u>8f6(i2 z)kb&po8Wxq@Rld^edV;_2uric6p;kTTDGcJrj@5}1;6qByV%J_)EI-fa?GUCn2d0A z#YAmBq$81k>tzzY$H9D{^3AfU7{c+~cyfPHM<&WY<_%ucH~~vG;ntB(a>)ezyEhN) zX32=6b+7;+o@Vy>wdh%@NS@IP_Z{Eq8qQ~fj&lzFvmrc%1mio)oxVhZkH$6&R}aE< z>TUq_4wNh8zTN;ag{*xG%EzsKj}RWAZ`r3gSt2n1E0W^1k^F&B#ux2ZhBtu}f>?ev z!K#;eMDx&JQ1rhO{*ZYkczGe@C(MKTK5w-4?=>cmqQqMWff151LM=pINwHr;vx;YU zL@3P3i!oG6SNG59sT4lV*!{*k=N(C#g16=E;hU$9mCu#1xhI1dh4C%iMt?U^R;OnIt(4Kvq9{QvR!dDa;9f}j)p9Fh=^d0(k-T(#hnw(_o-47(jq@SzieC`FjCt>nq zqr2~KB`czaeqV^0;(J;eIuS9Q=}$t6pHhN?4zrE37j?VSHE%4crIh3xq&yTu-)1Iw5 zJ8tAuM?==+Eus_Fq?X^*o$(HFuEhRKNF@kgwST!hJ6&8Ql3A-=6u3BvB+A^M__aX&ju5X=$O&2^{k`qx$T*yE>?i!I~hUmbv%y!?3DW0Y~nOB(Y3eru_Lv4!Q#D@ zCL8_gdtFuMs;qdUsu7b+F|$c5Y!OjD10$+{em!MS(5DlNm*DLp4aD;Q!&Hf~GdY8c*)y>1kq@a;cWyHSY^rI)Hay>Z+EeIc{U36SXxhOr&{T?91`RkXMB?Mfuqgo(&PIGQY#6b!|UV`)9g*0~~Tkb7=l2V@9lNo+KOh0XB1w&L{UFq9zv&yEJ%OnDXdwX%EE z!dRl5BgAdT6z^d0uW2!T4&A}@@fCY$(dZUqz_Pj+T8Np%rH7GiQZP;nRAygs+3=C6 zIl`P7#d)80gEsT}#u%ex5{EXF`v*b@b-TRGSwi2etBwBEE4rM=jh7i{iya*%gdCFG zK8vkG78|ij`ClWhH*X-r2n5+H%ZA7A-LI(NNj}7IHN~MAUtC;#kit0*6N0$e5~xDr zba%ZPPV-)yp4mpG*s0c$Ptc6Mt*zcKK7&DIN5+)5I)Vm_OlkT8-_DGU^=htak9vfw zU$+?~cxM+x-#iIK`C{!tXWyde;iRL(?lxRC7Cd>m%$4FXUZs3#7QOjSHQ2wcIANLV zv=Q6C*SShAu&o-^4`s@{SlJapfu;dZA3SHaQ7@JEcDMK7Wii|F3|WP@bIKK?iV_do zt72yhOcVKCGws{2m?9UVe;Ac-MUU=x)S-%~PJRDlL*yP2? z>xSRLSarCO2*Ry+Q()s7sOIM8VU?lWAjIwS-lTPGUbRh&KO19u!U8+W1Zngls++1U zi@M>eE_BqdH^uZI368>roqwqee1vV&hX!}EIddikEg|1GYQI+G^t&BwA2&P(V~6CP4%~)YI*`d#W$^)faVpWN z^Vf$}B1>&#BY7wKPN~WXKqjhlxI{*#roY59bm7_Pe|PlZlD`(^zIX-4>ARc7Rg1Cd zjD(I>A1~B{HVR`&WwU4NAH7OO89_OEw7IPO~ zdKIb}On!SlKDJ@vd-mO~A@RbPt-|<}0(@Pmzb-a-+G^AT{J(;qj|A`Hxb=}{H90KY zX#5ZT7$38MX+>|&;k=;*g(CMo0=EHpiaR0r3chp-Gr`luTcYG-50_}3l^9cX3%6KHYzNm$ZTz)nHELf@ z0Ihv6&W(fM@_WVDUB{p09*0qzm+N!XLO0jt+Jl)t3(C;O;MrXSrx2 zsgu~J3^g+=9YvRTz}hGlEQ7Oomt@aYA?{&La97Qt+-KTYF4ufE!D~~TgFokQuJ@5O zgF@Vq#cM@eSwlx3zOy0FvI%~8!T0i-%sujR+%gy2s2|IeC`Do~YZ$rD7bY8lg;vtZ zX?l0)w{xo{6kGTN0#UN@r)u>g3|%X%F9*gymVO z5xI+LFI{5LtVthAY|6J|`{!U8y88Yas;9X9`lw&)60T$k9z7d&Wf1KMO$!;@=eO_= zO}~eev!St|zb(0-1sBL2fS2~lh{PFiDMLbUKZKKuEaSVP~mrMn; znsL5QZE%jUQvaH7yLJ1yI!Vb=&WVBTcNSp+=QB2|rGER)#zs{|YD}%E6MR|4lb-fsORt$4Kr@?om@KK{?ecT>$cj_G5If&Kw=Z$qmP#6AnIQm8XFwtwjQpOIBae=QN#H zkov8zYr2)R-|f;b&o=H}WNf8}I$jd6=XDLcJPswh9^c;V2n#d0pAd-0(#%SXmY|&A z0>_3838A$N4r5`fP_D1^*R$Eb%6iS+5V=3r2P%+K;fKCuk0=wQXXOGarQE1P4;?~ASH7h%c+PsP>-P6%ejPW0 zZH+LM@~riWdnCCD9f(KODU1Zn@udlj8SmxF8J~}|`k!UJq}HR`U=WCOb~E2XCt>m` zZuW3A$PiC(Iuy$0Zo*o4l7#Bx4(eJEkP~ny=L@p&PU@a7t%#o zr?FIV%C+~dCnJ67X@ETW^4WsO&~C)ICqB|R?}2}Zlo3x=(O_zFf+7+d&HSeho~ zKQ$gm*xBQLC1fzfU7)LHIe}H!nON8uyyt9^V{X)P7^!cGMs zk$1sJM|rnqcn?>~Ud2c<@73;1JV%(EsIu}^uB(z@yU-~5%$0z)S$A$+pjm+$Ve%NT z`dS9z{y@rZn0i!~F??dviXPXB>E#mF@dK-=wqk;?VU6A#DyV?(?x=s?_DC>=zwtC- zU9bDAu8p&!UUUZH=q6Fut=9bK=(WJbPoR~d>dCoOf?nGTeoba4c)%d0{o_)VmVYCA zN>v4UB~zPB>VS=#J#;zcn)0y1e*W8nxPi`lhr&AIR(kjFgoVxY&`T>VFZNC27aTlO z4Bg`HYK6X}aK9GjjVlfnGd8JIMzSu(vx>)mZM-kzf}|hyJyDKu>d+Ot8I9RQ+C(sI zdHr2CC@o5DNTM z;$zu1-_)ykT_r`u0MNzHACS6e*slE$2!iseY|YfG0=kF_$)l}t`7)zHk)yQ%K^m2^ zPUYHvi}fPyA-(tUEW8feE-xA{x|=o&T@pUs?D?WF%@19;-mHlpr?SqE@U~*<0qz80 z0y}0lNx-n0=<9J7Gj}L-5D9aR#rkve{&0U)f`^OS`Vm`$0v;KM5KxEFMs5_S*9L$# za(QG*nx>%Ug6&)HQi!94g20)8Nyv4?Yhd1qCG<6 z5osPpadVV)7Abo4paV;t3ie4JrZ4&oVU63oU{GNVT45Av@-w7zN8dE|T@%L^c6v#I z-WLX=LSOL@d^Mr@zEph3+m)m)z45GRpe@(z?OQyr^6M00RA=_c}MAvkj}SLvc#pg%dTdAL1@lIH=o$WIY@YhFqvk6A0xdApMb z(*W<3F23c}bk^+N&p|SAMfRa=wB^fRItf#axH=xy4E%_M?Ho~J*@EMEZV^EHO48St+=Jk_`DZKb)d<9f!1=b#*ASYEDC4isE#yyjCJ zXYJ=1F&YsmyY(j;1C1UYGLoPdXxrX=3vaiCT#gKrnC%#!9`T*6ev+L9rV1spp_8$ep`x0pE2BN@SdR!dk^zJyU^z7aAi+dgaIye5Y$C7nJ@i||U zjR6{x?{qDyTY&OMH4sC4YpmG1I^XhMFYHA3=AO)2@Z@i2gSGkj}-PtHUQ$v*t zoxvt8PH3ow|8;Bp5IkYzovLCSrN_T&?mf*Ek|}6*Xq+TuGu`V5{}v0yVE^T>ZmsbJ zZI{T6ab2^>;2tmsj>-+L)ij`?+}A{Myc=y>tDY>g+}AQp{-~3WUMwK|9?@Fr#eFBo zz2>;eZi_l}jfi@uQvNQ!t)fdC|H#YxPGVDDf7?nI%?Jda(tQx_f?D0~G|^C~wL~GP z^9~RWeDYM4;@`|47&+p>-YS28&j7E9qN7wLsNex0W}QZTd`jss-&Wqg8rk}pE#R8{=d!YJ7wHi3FG(b zr?Xgj%5u*OYK$w%o0FL`$c{dYL`eL70BDh>7@U7I+`mU&cL?ijb!hdooS`9bd}l7S zk10Jy{e&L1aMuC%;Xzo{Z?6oDzjlNaamU{rpz|7^02H>H5?2X$iKZJ)-5wljZ(0;t z)D^FvgtK|_kna4IBZ$?F>@5Djp%2g|nK0i`jRd3b(^)e4^zNE*%vlqWx-zk7(ve3j z=u1RakUx_jt)vM;A%Dx!{E}DQVV^qF-JJoQQ1Gk(zXfmCb;=E*g=Kje+W-2j>)Z!P z;;G_A4b962CdVR&rqTyU-xA1ZX#a;EFm{oJ>!{upyZr3i^`5T=!fTsC2)Q}&U>-DK zHBnp*w4g~~+eTYWPIxLSg>a~sP}~|q2=RCM(}@w0jgwmcEnAc7yMwtzByu5g?-FwJ zgOJSvRw)0d)IcfFAf=b}K?>&}KRw%v1G9oxTmQSr&Buxa@hxBI$LF`#8MU8N`D;`& zm0o*X8|b%MW7?=|1JV9prTd39?^>Og@lc_UoC|nVJJ6WoY@CI|$;51l>$novGr6Uh zzroXWoa#H`%OtFf+qFt$h4f#R;=swV6}|ckU?7liNx0g`9Uf<&1AfuIt3(iWpH8!J zrjgGG|BQ#!{J*IJAH?POJIZU=UQ0%O@6P1tEa~OXS0-(MaV0*Ky2nm@@qZshm7$y+ z8Jc zyu6t6>hW9Bx7jCjhD|N1rm!Txgkm`S6%k67h%fyuwmw5A%nvIZ!cqnuv@?&Ds0Y2bXJ@BwZfI= zE_#C&G#4``OkEriW^Pyhm?kBgy>ar}lYHY20l*#tmH!=D{KGzY&BL>rC`mlsaHXO7 z&5TJ$L|?6Kwr=UEcTY8~y)iffA z0Xh%-KGglg&MH2(+?(rBP@h{2y;>%9HsvMV_x{g<1gSuaDxw(O1U=oGcbi21{s$`sG}-rWLDfH4U*JpsIKcioiu}90fvqI?Te$QOast*+@b@7~74pxH1z7pt zS=-+Suzyzs;6fmOi#GnjH3ILJ`pb6zCq*Uz4(xX>{dY{%N zhktp|bH1+3+sN+MZ+142&>w$;|HO+)mQeor8O2xs|92lA7@q7*FSO%XV0A!U@(gDi z>SLMo00w zC&Q7vIA8Dz$;p>RpsTk&qt${?e@Q?8jhY&0_nl@oS&?S5+NTW|>XHx2DEgoyBO|}g zJ)jp=0HF4iR&!d80_i*{{n#Mx&Aif9z@yZgra)l~VK<-pbzBPJJ2xE2c!j;c5J+!q za`Ca|)s5`5VX`XfGAYtV9ouZ?*P= zMyY=AWg0*fVUO#9E)1To6JNa9;|uFyDli+OH*enPr6|w$258)^u$ZMg$xuqpEvWf! z(-IEfHr)~_!#93NY6ZH-TVGU#`-V9#u0N;yb}K8`9>DZR^P6UCN+#u&fm0xSZ(3M&8vh+D=X3bFK?WXUd=bb?&a9Rp4Nqbk_i;WufP%7nzEu8bow8L`6 zkCVF=g8Q(8^{f=Okw=QM51NWUTj%J!n#6SJd=4REArQqBxk}6Z^lR+bj4wCXZSApz&ba59{qvgU3Yi@idmy z-HwM#kot_WlE^CYYv?nZ@^02O4Xx0~OQyEwm4!?WdmW+WKJDf6- zKbIqXtH$PE#ut{~4dDzHw;zJS)(1t|a$ep@nL;$aVGq~5z=p?ewOZ@NCSu8V1|eV| z)FobFORaTWR9%_CO@P~OgA{>N608JTFT+46ls(CjI-pX}@v{*s%O~6FEh3dQEi@%$ ztdE%$I6-I-$s$yESBb!dt<;>)F7oOt4L?a^+@^}Oym$53k{BH@SSG3&(H>Vw*T^bmV9Uub>cP6Qh;8iK}Zxu~j1&PJwXG*)a zi=#6>X^>A~X0`-}G(LSu?O1V^cw3)vqMI7XjBH_Nv5O1K^V^_he(BbOFe;-Jq^5vg z3l;c{{zfL#%O$>!HueL;*j){i5*!8EHiu+VRwuGCP8N?IPy8~3IPXw6efaq9WtP#f zRgp%TekWmR<^Y~v7xQ^t*NYUoVN*nQ4M!F46^S*`4;}-qXorIj5PM&sg_04T*ID2B z#wW{p3$rS=-&Wx)u>~+sR~bt$UB&mHA#`V^0mboc}z^1Cq#Yh#0%FK?~j zLgo@k3`F*B@0CF<`hWE74u}%4Rz$c~ZxDHhTMv-qE$YpYp+m$$FOW<#qG!O!NE-R` zjdQRCX?l`Au)6i#Ltp`c2bfs;8anm_{-ho-hAqKKUXp1~8Val426v%*pH={KRg4>S z@4>eiHSEj>&B6rBIMrD4Ov{lQm`}VhsGf>kwm=Y)i(;Ia%@yxFWcONY{2(z2LLjFt z=NtbriUR1uJ!5l0^iPtjs>$%e+e90v$z+Rn5zkFm4rLK1g&GBrsXXysApb~L*!t7J zFVM2Bw6`B)K^Um1s2q9idIWh~+r13%@wE3wKq$OSWWHwA=oKCup7;*!8w=GAlnQL2 zj4faiheaQD@mV9|!M zb*=lAv(2#V(2pO4&L=yxBYAIio;Z11w-P1)imu7VL8cVzG1B%}u^=Fb6+T!?4-Ei> z%6j}>6B8V*?DJXY;b4LVB>`}s9#-jKlXFx-`&@Df!D;vdd0* zH;9>N6MO-BhD+6l;}gKAn2hV)jxS2_x6HF+bB0Lq5ZPvk8_!k}()7BcnFfRx>aCY0 z&d8iW(@G|L&^z_kFE5;}reNR3%CVruoMgqmL)dMcV6|O7s?Sd%U@=;dq+DSd2Y5j9 zahP=dB!}!!o^dIF+mngXpj$cqr1(RS%u(^W{QIq#;|H^sE9?t3n+4tOpqowNZ3upe zhj<8rlqg!Sf|?DgS*DCY`UYhM1qEGx(6s9f*&ZMr|CCZ`Hc5tQuI|@?XMU?f61BiK zgBdCGC>Tf78xEwIa$-z@9s}SR0If|p0s)VF!#cPV==bagQDsm2=F3uR-VYt`O|p{g z<2g36(_4kH)k%L@3ea1|421}wRq004Z`Y#?_-`O9;Wo((vhhG{`o3tAR1xj`FXZFA z&PQR09Pz%JYXEtf#(aj zKrKE1c;Gqj;KKNw4s_4nS}^e${veF2`X#rCKUFm|Q@SJ-T;%uzqF!}ao5-wD(92|* z!p7^GwI8Wo29F9Ul3|)ih{J{b0@uxc+BcMLnjyfqGS;y+D``c35>3#`+2^S^U^TdHjwFK zK9s#v_319Qx#gQXGC^#T&7PmoB_%CsJa68-5ls>V2VaQrAdk8Qw}o9DIetvKI&SZO z5S!_l66CRS*yb^HT$!@#cD)&#!tDR+$DH%-`)e|)cYgi6aC@a9`{y4+?*D)OgOp9X z^a(L97Vi+U3IfBHQGH(fb2~5Uh1PS5CmG``=eKH(^lCcoSNrd!-eaXOgwg)U!{Qbg>bkDmQ}YWi+jY#zXZfN4muCLP_H=LoT%cn8kcT-u<|2jVXJ!oX<6ef;qp?eiOOfn zqC=qlF8+FF{%I$p_tP)6t?tIVZdI&Q+Ca~Tv!^OlQ)MgYLqxc5N>7wntaJ-+SAQLm z^&T0ocHVzeK2Yn{H3n zOyyN=t!aIKbGv5Q?QDUX_mra&mI8BYv^%cc>v%vvL&TJO%DM)xg<#=s(Y-eMzIC70 z9moDO1#4JuvZ{7HuP`jhYf_FHbZ1b1EmrN04Da1vS|FkHMS!c4i%P`l?RU_GRhbMw z5_!_&W*)47-SPGb^5T5zL4GyCQ1U@DvA(ojHXxd+H=oF?L%CS@ju%2gtS7gtw#AOd zE%Gb$YFuOvL=Og^@vh8cP_@#)$izN4-GR(TcgG7?<>^*c8aDb=Ttmf>_83Ty(j)ug zYk(uUtjJNbNCkrTG1mz!hDw?H7}uU3PV`x{uGa;LB@ox6c}AY>ugJB^7ZjXsRmmY| zB9z5Q<7YCJ6PfX)RN%wfHWhB?>-v2b4R$}`_&E^Nr-z&5@u%|v9I{jrOBg0`R;8MY zq%QY;aYzY1H&R#YQ6LfP`Ert`#jm?`px|@!?x6;x2TF#N?=95=w8YyRb0=Hn3&AiF zG_Fw}C>@%6xn7j6gXZ@jgBv5)!1G9FK!+y9PB#cC_YX$&fpw|)aDS&g7IfU2j1`hu zXbB1ku17LS5e;~9i%{zc=gsi+h!E;3qoo}e8uTVfhH-o~?GZi7$*THd@mTfF(DSCG zz!c_h*FQF4-?(qA*8^W2NR0zmIQ#Z{7Nv%WRlcr@hVRJ0lV)|McpSO~SETvJ1Bf|- zOKoqtG#ZmXa`z^8fTQ^JRvoQ~BP(8$ugtmahSYb7ChQNX>j#zg?R&<7p}sfjF|UiD zxrCx&D~q4M@8ZIDS>FQ8EotK;vEHX(nWSs05~%n2nH%{CK7QJ%5_r4ba8^F+s) zQY3U~>K%Xsnk$!2*qX9})9-=t+*-xQy`Oj)F-L+E57%Em-G)+srk{N>u$q}jbxaqI za#J)2-%}XpAj18u0h=SxN6sHVG~Tv_wB>;~Nu*Gp)QiVUXeLggwM|UWqb~9M$^Sgs z25(xk@(MPe$?8mW6QMTwh+DC52l5l?H&5VQ!fE=bY3r>Z6Via5G9ulq`bS>4eqQ!C#MsZFn@yCf+N{R&Jnt*h=g_^U2gT-z?YO&0DzQ?4N8le!w`C=bPu9|>tC z*;>Yy8pqe6(P-opfe#wCWq_?|%#ij4D04b+W5cK9!4Z1WXyIU$aA4i`1vfa(45W}8 z_@3+(UhB#F4?>-FwVGWz7^)bTGyFmyE^HL{1iMtu1|>Ebt>>0Gm?k)9IP1~W#Ntvy zKD+*>ri5OcZ@bCW-z1Pr!>ZAWj_^vjL5csF9Aa1-?iLY5?)D{M&asvg2me}%apwU4 zb|@G(wAQcHh{0)Rq$XTYpWq>l5kt7r@gwdVkX1nwu)zz98$cKgE?p;p%wf9ccyWLIhq-&cAJKJ`;V*4oR#I>fo4m8` z{&g}5r-oRb)q`d}JHOW7C5lrYw-GBW@H+pV6Q%svR?oR+4Dbm?`Rw2o>19crb}1D4 zM;y03mC%R;mVw0w>k;ZnS+xs=ilEis^=YJ~r(cuQa{gi3Q1}(ILEn;|Cml`6iT&7p z#A_DUPpKFC#eHV4x2!H~Ks?|2nu)#tV@I48zi)LzCffAlhIcsVcK%(`y90UT*A3Ck zchIt6pde~-F|rIS@!NrP0rbng^+sq_D!QKB)vwW{Zg5_1-nSv50pdTbkU`K8yR z{9ZCLHwFpzFB(NN5WJYJc(3&yO;(P=R{DF!-Ro32cs?}G(`*njH$*}$(N<_@B@4J+ z;4tO~48wX}p-pIZl{-*{ZQMxWx^WvPCHdW8+DHx5+%JICo=2~I)MFgPnqjY4Bq%#^=L0Lx_1VVD32=(*Q@w&+WU^EHFvkAL`I?)=WsVDqJ4_cvGh8Dmpo zD}OqHonWpL<92d)^^W@I3I~^xg^Hy?EH7g}sEAzasDvhRIAsF0b1A39}w> za4|oi)$w*i#?@gWZa-3f1oQovpaJu{{H1W?yx`||j92{zKSz;3KC2KB7m~FVsj6ec z8N9)Nd<^*PpU+o}Opw=g_LJ1aGO@j#?ZHZJUn24U?2(@w%o`IsC}s!u|!@&mP8F~?C0*1nP}mSkCa*AP2uTGYU+BgR9-%6W}jEr2d#*m z7#E$+df~<47_|oTm;{mPQ0p*(HjC&w`CWJ=#DTB;{NCTfxTmO`mRH@Bl;iEMD~;90 zs1&=Lp>!Iunw2H{y8A4j#UgOlWwuh@AR}M*rSXYuKE}Tbaa`t$;QmCc`;+bL*R?0F zgIO$o$QwkCsI;)oz=lx%kol$Hv66pnCz4e(ta6XQtBBxn)hAd`eV3SvF}&71qu-PJ za_Kr8H5}MQA5zs(|Jd>6^8Y%YBDnNghayhLW9Ch|$10H{U0|bh06tXbKZ~@1o4fz( zDW>Z-RofhrKfvjD^ndmIWl(VtM}3X2L8pUbi!nO*ivtRR#F`g6K!pxN(Hi z8%FB(4dT*@6DnezEF{{F6BI`ISp>hE4^(!S_1PMNEI~6kdzmesS)7Ro0 zz>)e-m_+GL(fU#>W8i_u0NCNg|8{mE4|JNV+mk>%M4`^gX%0);_(We>P9L(dHtn)5 zdepC&U%6Q}Q?KiGuCy#byS)ziKP!#h6YmF< zreJ;4vJ=hMQ+;qc02LXJcUfDt{t<1;#uQr+dJs|q1 z3rt1x)oiLVsA@g$;x#pqhAfS@Q9)20Y}~@;ebsiYuSH*q%wX|hJtm>KXAx5(#p2<( z#r7NhiBhYncBaHNG31BW-?!JY^X)Rfyo&{rn1no~IJOkM@>-A$ZUVNwBdoyc{T5d% z1+;q0kM}eH-6S@Qe#V|sc#B{#xBXw_4_R-I<|>|Ait2HUU>pNg{xXh!_E&{*=lQj< zON`2S;yWJ@C3jJ!F7S7%5687%Ct|c3zM=6=R9lw_ztAzbW6^s;r4*_;cc1{i!z4Fqyw4L!+_3PKlH#S2h5?nzR0_%ty7?*bKZ$_ z#1!d0G)a}iZegP-UB@Y6ijagN0Le4C1SaJGse*M&ppC_$P00&keuFxrJ|i?&5_Xo; zw-hb|X*pk#ERT2k`nX{2!iS>^U0~WxArplP8+gX`s|^30XqfBz!LYXZ;cDfcnk2DG zG9cvfE-_DfGzFoz9TAmiCaH36_~;_}wL%RW1GD8T3FK+37Ld_Q0*LkQrj&|9-8D?~gU#}Vr(4@@ZUSWUpDM!+3hmd2d1uc6T;e+3fz{zX zqDM|j8A2sogO{e8$;xuID3yjHNO@kfL2cp}GM<*4b{t4=<+`0}W0(ZJG$Sq?1$+%v z?WZ}9=*G`{nK%@VI{Zf)#T+sr_6FWbI39OBx#4Pt)?~{;Q_iMH=C;O#0cG(ALPV0J zKEw$71)ag&F;jh6d+~F)ooYyYPiEp%C6Kk@-r}lihP=2v62gMKKuU4T#V$w|u0!rF z)%L~R{2vFHp5^lH;siUz-5h#O6a!jvp_3e|T<2!C_zt*I=b4R_=86?Pd=ve%y-p;? z5{b~KS&aSef?QO3ab_T2@0{wBqbC0X1#nQsz*Au!7aeUCpH`qC5wt#o^oRvHu}xLl zJ4*T1h9M>!j&~zcK<_9dw9b~h;^eNyiHYS2&#XV+BCpB%-=Grf$ppJQV3M6znZx+C z|59+>`lgh>H^7Cx$E3V^^`Qq8=<9>?;beLeT*8U$o#pyIiI*xAs<{< zp2yQ3AHUj)5O~av0-!XAf0}^pEKmY}f4~JUK!05?~n z+-rhW3&B-hO%y_$dtThe!W+})9K5Sr$|AdIKq~I;ZKQ~9;*{_pe}nKIs@c%D7w3J0sfdB}3+G*b5av12# z{`xK?w}R2DNH+VIyEIA{BMRvb2V&dR7M10o{C(B<`A6B+2a2LRTN8HQ@rwp zx4%Rws2nyED@@7f=O1lX@6W%P>2afa@j31i2mXREu-9(=X--zT8IRJ@P0Gc}pI+j# zjZV*Z(=a8hKTzf+7$bOe398gK6JWFJ;}$EX1Q4Y!(StP|_YGAJ$4oDJTfTmq{DrQX zl*M9n2&0qbFlxAlx_`tVc};?D>)>Ivy^V*Lbo&4H!3H31@#D&!hPOdQuO!EuR|Jo$ zX4veFT7Co*C2Wn`C&!5h3NAO|MR?PSA4`%zrd)0M$y<|hJYM7&x*ZHT@_J}KGu#-p z&B)>MTK8H{1905)Q(t}EKk(O2O!*5=4sEq7yTziJ=z|42<6X?1C1W-wT-KdP=mfT_ z(Ro_~$?m?kowR|MvjN&Cux0mn{G-W+)@ayAs945!pw)vU_AjuxFdp zVEd0(>3Lfq^R<3&tl|`^e89l*vo(_^Cv&RDXc z3t9c!e*^Zv!6TsYq25y0)A~|PtHhDcVOVJy%6L5<#NwwhxaGm3d{`YmI4o3<6Ax;y zA`Bw-I)@21KHStS)lD1tU5~$T{oi>*r1>G5**f&7hJo32>9e49D`mvoCr@#8oVtLa zm&Mmc{FoRe$9Q_~;C0**6S#GzRjM;@UF!^9w9&f{yMF(UCwB#>Qj9q`HJ|x!gnF56 z{K_Dn7c&iHd~C!=9^_Z#y~w`D7}`)EixhDx?6}W2E3^b*U|t{T$rz4ubz2RpLad$e zUM#13vL`*_Vh+e!=12Jd4cY(BUle&==QA@fQ8Byifx^Kcni};7&WSIlHQQtE>pyrF zq^W_LC*#RZ{Y7{D!Zd)4NFluCB#`Fk`{W>*zmtf+A$9t=NQ|Ier0Z_8pmhgC(|WR; z)9KMS7jg1b_b2{f%4nmEkZb+V4x0$=y2P%XntWQ^EbGbM<>vr;5qJG1HJ_B!^cA~b zDcSu+#QH*W^3kN7>i3ptYR-dIBjR9;wlvs?hu~`j$=kDCTNNL}P?tn^XUlL|YRRPI zxTu?z?l+s0STn|_VVYN^T8bskp6H49B*?hva5{Pi(!H49ZkFt){s>fSJ>FeyBn%Ot zyVY^A8!|6R>H-`8?zfUF3h$jHbKCz3HZJ8bK`x4YrDpLdgZJYYn59Z(#0?%R`f{Aj zVs@IZIU&#CNgM8{L^7wCILuTKLxr5>u7#wH-PS(^`!5e1*5SeGz`(oZRm4_W5JL>& zq{g+cK6vS(Qrb#&xpzOc(#Bhc{ve!~vqtLq5%=#W^S>19xfHrdboAE|tvB-DHiHt- zuTrju4$3XT@s#O_tpyS_96>`b6$zY0&fkxwmJDn0?Wf=s-A@S~(O1^@$}wtn!hNOS z3*GMyn3BZ&SYy-Z+mp4L+jxE8kJkfF;ObP0HSX+0H_|ASpKkJV(3k2Roq^$A z`zvqz55EyK6@kkii24P3c2AQ&hYx(V02t6>*nA_-00|%K(_;^V$J?lsLQRrmxcp66 zQVuhqu=R1?FPVq^iguG^7ESr2_3?ik_s1lh`Y>x|F_L`$1UBf#2sD^u-v7`+!Aqj- z+w=(j!$W=-sVh~%=tz3YihtA~Yb?r#n&zYt2jno$Lh+7S1Od}=TnxjW8n?(i`kK6t z+S6C%NCDZb+NK++aV3GA?n=>)V4Y!R7UV zqzY0EV9--58iJ$N_GvpjucDTlR||u%qO3VoqDGm=N{a-d3$k~)c~;!5g`cZb+Qn!1 z)?wTX`$wTzS1g+?;AgWl95;HUh${vF$0fN<5$-d)>q`wFxVN8gcD%j4G_Mc?T@x4< zmmu}wPH^4wWQO(I9|OIUr#e8yb-L1m3tj1sN?|qqrw@fJ=KYv5GV8X7EF|Bb&0O&1 zGlE2W6@(wkmxUNp7l8&`%%^8|69#oM#P?JWG80=&zz8L*Z(1dfQyfW& zt2Rs9L**pZY;HPEa&c&>>QJlC{2x@o?P7nPz85Vm>1f;6?YL2(ZQOO6Q)-^A%sZY~ zsNjASl_-%kw(|PBYwooskME!=+Yx z8Y5-xjB`89xn+73=P8_TR3;aORsIj_2osUo9uPUya4Bt05N)LOagiRA!b?w7_qXfT zoVBju6^;4Ca7Or-5E@5cP8rlWuiOh-@FtwUlh`8`hi39=RCT%M?*7Qj-UF*z=iTO= zylU=^lw4)9Q}P;s_ASxMMrT0ExR??qkUZvmicH(>*qGxxyQ5<41R%8Nq z94#seB_1e<^)uM6nt^#zgfcG#~CwjZnxn4X{`CNKNE zQ$XJZ2x%;NZpaI3pgZdLEc5BmkTjXV+oTEGR>~;MXEqgBgpB2lc;b`s@B0-H1>xaI zPkb27;jtK>im07vD!$6^cr5rIxSs^UB9vbbJuzmLt;kL?RWfo*&3*Nk#OX)B3Xd2Txe?kXss(qz>AR z8rn+h-PguZd$%^CLj7;r+yqTzdzm+813ebglECzVx;5Pp4&OYSSgF9}*I5Hv>>x0y zC-gfv(g{9nRbdj1`sl1n5nZ=86tPvcokHthiw{{fFbAqSTZOGucDdSR?BmZI>d}eI zfwK`MyCvv$@xgIe(^RI$#Qw$lu&qi)l^nWTJh%G|>UL3M@~K3DJZC#{2w;2!kX2AK zGhZ2-&A(Z|{7etggAod_6A8r7m~DT0ET?y%oc8$lsYi@0pEx4-T2ul;-K7sCTo1QNm)a3Qpwz54uFxoX6 zLynmqo>*j)Q_>anDE~N`^|DJqa4<`fHYJ_6i>~W1W|F5E#a=1!n4}1(TA=TDWhf_Z z0gc;dKreRNSuS$ex{58BooLx_6-KU`NRW$M=HH!(c&bHWq5}yCd`B^n6SK*3I@S|e zL2koZtD;NxX_)W2PFL^svW?Z7{~+z#%6tj&+Vn>&A}-Tn9pNsdouvTuS_O8aC>?XHjE zs`|1YNnRH{|5CM8`ARZo+V=yFT2F*BH#4?(0vkN^U~|IpL>#$|!m#=VC?!A4vE5s2 zSLGlbW+4}LuzbJO@KFPAW5ybb(M(W!n7Hav-<&1j4iA}tiehj;xX-bquAmU|tel(( zigHYh5mq|$=9U1>t-PO>)F6SqPL)&f+C{~u-K#Q(&$^tJbW7lMAZ|x5%%1)+YK`Oh zX^-|+&{UMHRZ!*C<}c+GUfNbXi>D7CIopd75v)#ZY3RS;QyW@efk$ktf@0MY$dfW%RC)8Z5Id1)9-jCY%7f=~>eq7gXZd3ZpMG+~9ks4%w(b$_#QR=4 z+Hmnsg*-|RC=AfcwMfPwwF(RptfkGqIA~E=mfAo^HxyH!r&{}8bv|l|34xTt6H^Wo z)v-_g9-bxPWWf%=vmB#1?{|EjA0R5ix>OI>FZW~snk(+n!^g2;^#R&(mzm!^C<={J zIPE85y>gnHy=Ss^_2{;!^|6@3+Z2x3c}0(1P~nG4k3q)Gnw+TW zkQ~3?d8?@N6~Cp%F}6Fhy0R}_^_wcc%$1p*vhq%9ZLQqUv7{!~Srd%}2Q9CGJLSty zeR`Q+ia52@pKK5OY7t(pX^CkVKlBM|1lf6!MShTL0pGNff|8WgRHb!|ftmbEImzX6 zkCnv4g2WAAi?+u#y^A)*rn3^m_N>_PqUL1Q*8GhW&RmtJJZNCSsD^P? zL{(Ix^HkiF-hdyo#-q}4$y2xbTL>Qy>fRfT8+fH}g~>G-V6BtSZgYSOS;s?K!RBX` zp2>c1P(sA1#Cr5x@8RlTT3&ZqFYsyXO;(sKAJ$TwlB4blCWty-=SG==_5ZfrI+)4S zKY$)A$aoIsXJc-Bry_vtc(8E$^}8NcfGm*$BN-bWuvvTjvn2~4*sm%Y0}}jS?T0nj zwkjX|;G=IO?L#d=tl1h>ZWL9r;cW7JaGJbPXzi(AyAa&YabrYR-Sr$y2FB6f808Xk z98hXB{0wMGm`Q3L(eLCFrgftLeDEMnZmw6#O2ucDM}S)MZXw%%B^tx6-3ZSlJ85x8 z-L{{7=gV@)O=3xYW;9(P8Zz?0z%DWGf#YXhSXL5{uO1gF?qxmyJh&kI;qfU;Y zuLdKRRQW3(7FiAsUB4>q9IW~!-n&g-2*JbyL+`TgN_g!n2!2s;UG~s~ih%oQ_ za!0;8-3%~o?+aoN`dw375#&Ob+F)GSbxZgTvW*gFnBu$9~g znl5zqOFt`C?K1GKjC-=~ckAVZC65 z#;2Wh3Jc#8kC(o;0;aMueQGSO`-pW%-{xyj7V}$gy55I4zME{KIFZW=lZ}#%464++ zGKZ=asTVSQhbL(JO2=WZy+k?dw(%+>$SvSrVj7r5+i{9B_1Hi3Ki{u^!7a+%XukZe z@XWU0_#TQBnF%?II0sZjl&f_xYxjhNh{Ys=snx`&#h4I68w6!1eBJ#WS2^OhO2?s$ z|EXP+;rc^}?mGp9XdcE9JFka|5pAqLGHNV7LW>?PGAGt%$h6}uSa6H)q?QwTFjVu+yY zU0*{S)7Kjx(;c@fhwp*U!^2E9f3Y8a9ltc1f_&v1(|S2#jo}+6*wH$U5AeP;n&d>$u?!4i6IR3{Cj*H@;hR$1XRZNTefN^WDkmLx_B3S?oVhi;fShLCSMmU zvoj@!oJ6q1@fHJor95ifNjEAtH^H&DoMUQ8>VG?hy}@U;`O!~?t|fxWmSw-<3byLs zH}9pvFu4p1{lvTT0TG6QZy*TIRoSv`AzLq?AC9j22zQF}yk#~21G@>hDD-8nCBXIT zppN}SCFtf>7#JcZ<=bNMWbofME}2iXMQ!ptnw{e#1+sXkdY zrlYSkKR_3rbuagr<0$2Nh`%E5BXjw3=Y9nRAyw#8md5IbAok@iCsR-`Q0olZhUyEc z-f)@NseOB$aSnDCI_IcUV|`4;O(Y|S}s&=z67f*GaZB) zaj7YGWIQSCi9la+QM(23a(-%N?Wdz@pojw&I;))Lf6gM6PwXR17b8DjShZ#D#l0cN zLE$OGK(_0}Ehx?w55)`r2ovJfr5SghV%u);I=ja@2uPC@}dJYOWTOK1rLEftLD z?Vd9e1rDFWYcgm86t}C3H+4HBSSK#IRhPgCXb$?~#4NM~7J4Y^hRSMLmK%&0o^DfP zn3yJ*xoOH{ckqq3b<3cJcipy-I$i;2&3qmT|MGG}vVd)@j4^-*z7bnugN|l{&?{tb zBP)--NI6<{Rk{{`OFq=sObqcwq`fE}pl$uc2%0)g4>4|iA?Gz`705j@>%A9*0cxde z?`_|jB92{<&{FZ)5V#;;D1+*fnRrdw^$4_89gd$!R-VgIm*lf_%IdORfpHlmw`R0T zpLiBs;=Wqs`SHc=^;txH@0>4__?}S(qi*6d_Onk@N0IC0Yw*x-XG0GV9uMKNSAd{$@F?JC0OYoW6#knH~q3?ob& zjQq}62o^7_7J?#@HugFre)!D#F@;l4R=ro)!cGL09vV~Ye+U~4L8IlU#-9neSmtkU z=rhZgNe#*7_*+As6A^PgI6JX4{bK0L?)g3G$xA&O>t1eKiiF%-{x z;f3>K6b-@7XT#*?`8zK&XfqPUK2V%%G_{Vgciso9$;@_a9OA&0AL?k^K z?z$T)j?(%{l=FvZ#2&fL_jaKVvcXTbL<{ToQSq9NVqj>!t%!V?I$I4Mb!v5e3GtF*c;vrY2woN=32n@HKVJgt!9-_efF-O9-Z^fZLF~~qyFI{^b2SFj+eT; zw{{$+c(=G3xgQfUjVEE%$LdE>nSD%P2i=m_7SMtcxj#Jq`^8ANldrEXH|_UuueiI& z*$R_)x=+D2dt39fmE8^O*ICc*&y@F#95D*vQO7gVir*j%~O zLcS_F*3LA+uXVK(`qmY34Yl8^=;3&&E07T(FheV}k$8v_6f~E=H-FjX1zbR}G}*~&W+s$$?K&f5jUP|o zPy@qc>3_Rj&*PYmrlO|lU*H(4171o-GC%rt7jM)s+6$mO$=sIq^<*eN+#RPrraBLs z<4MmTs2+XwC>c?1*a)y2vj2XWbD=)-TEk%0VHavaf0Y>D)edfG8Eg2{(2>!D&dPQ6 zTvBlPW#iByKRqP0|9IU$-a*Sn#i9A`D%K;ot$b>JNS5+HJ&9skn31YPjg3sN4VAmT zKHT=V>ib@H19=J+u$b>~7b-? zf6nbJEushuh$76I5-ReFcClBY>PYkb#f-RyBpgXdt$6l>@>Z!=_#(2~#NpO3qyD-A zIcHr=DiZcbY?B~I1i}bW&QV*?I>@A1dPyd}OzQ3j1VrEKZwphB+t$9l^V)g4W^C(Q z_OhHNv8rQhu!CgX)zIO208?AqC-hkRM?sgpBXl*Pwk+(fI1bw$acaz0>-o?@(ewAt z?b2Yxfbmn!mF_vZ!G=b>%*;xCs}f`Dai+x4^8=-SItMI9`;_Dmk}!}XC-^{Oic*M^ z`2pttloisoMCvPx%a0HMW;VdEESs87!5ZtAp!vw#EadpK1E@0-7>`F%&vZ)mZ`o8? z0d=eA=LolJZKa=1EJ*HW9r2?5*WNV-ZTcCs6VUO*NRXbM&$C_he`6obgp?aMxXsNH zLH)jX=HSC(lQ3dp{V$M9`XL!^dI*~js{n53(Cr?M)dSvU&!QIDf9&t&P2{m01thsj zd%N>$Z(HJ2H0{EdjOj_QaL;Y09?*>J90E)eb-fsf74&@mjVKSul51GcHS6@^XrT_L z=DpL!405_wtXIRO;c?hMtp0ODlBBK5p|3atp~%PIo*+pE3{zN+vZNPuVp0UP7=ds2 zlI5^raO737vqVhu1s3$TX6{bRu;<1Q`tWwW-O{ocOTsbR<9erv8^G_^i-$5EQs-FaYfC+D4Q6?89}+Y7UD?E6I8Oaf%u&1|H(oa|Pe3 zAPQxIm348k)ah+kkao=i6KL=wW|v}2JIJTYX26Cj8Brp8#5UGL<_fu@raSXCZi=N` z)Jki8qVLQm-!`7T`F@AWsC#rUtJHV1SBez!s~P}!wg(?oQ|H^0NIF?fF31bBPE`G` zV1q}tz_6~90`ci!7;azvF#Lr!tj|cY09m~sp0tq?Kvb?QUg8ms!m(AwG1fw6q}CHA zM})Urmmbya2(&NXv1v8=iBdTm=aGv~Gh(gIK&z42g`xjEXU{Y}8RGKyRi`#h8Ow4k zSJA%7QkgOnV$oC_r(Wpo^k+RA_4@ez;Nl{HJBDeuPD1NN8Ep%{Fz_UWf9iw0iOOZtDVioP94tT>!EElTu~DdsrP?)jV04mfuy&ncA?s8u?_z&FQb0bV%oN@wBgBOjz}Q07R71 zQM&4pwJBi{fchG4u=bI7p4La`4Z&=4fnob$j45M{H7X{ff_$*Bb+YT}CZ}I(li#kb znO#rm7^B{H4#7V&ipP(@f|3}r=NUNx)Ebg{Q7_0fYx}aV{TD+psE-hh<6X~SwmJpA zp}D-(k#zW`O8HhLC$kih^cVp8S1)IXjVBTl`QE6g;a%r|2cE3Zor?mhHRePWgSUly zu%7qda(*+wc=mROWhBIxI$<4%9VT0m+8uF=T3J`kX*`rwE(ngE@; zbcQ1r%jIF5HQBTy&_8q9h7Ued;5@iEbujnCt0v)L96Mae1oB)0%Y%)Iy0ogOoC%)S zqX@1N8R*ty+J6AX2Ux5Gxif)}D!@5KkNZ1)3fmFtiRQGwISFr)cSx^kX7RduveyVF zngCwxvZdblcYNEQZ&98~X5r%MsY|t+|cZk%}n^ zLYk>LWPe%bU#u1l@W4zrfC&!s9Ji;f>pju?YJsu#u1#Q~{^!{JjG;zgG7&D7$SA<~ zw$1}sBwN4`yZu0h(tt1Ir;bTPm4b`0Lq(>YSDd!!io$Xk;}!)BnBe9CsBcGK zw<-ZRtD!*iEad0rTD~0!fOlpA(&J%*?ZRuhEd7HD&nHC9`^QG{55ler*giYbTPA1k z_iSo-T~9e zGiUtMf4q?gAyzZ3Bb4|wFO-p)8J57PxN68)TNwS+XLY?*${^bJn?ElOfyG} z_x&q3AR?+z#b1BD7m(^~D*cQYBHmbGE;# zNd|%oa^F-C342EgG3>x{+3vr9n&116og7U$_TkIu-vE%c86kvC>w6n84rJ6<(DX{w zTA_Q7_YA$+ zKMZ<7M}40JBY1gVUS%YEdubLUA65ApLd0)%ik~!LNTDbQ=($Z{XvPb%0fWRbPp|~n zz8ZI5bnz2IM_f*pDltvC7gc}mfLG=(n&@9ro|SGUWfv6ndk*D~#pWxC|S-V~aG4Usu>Jv|L`Y zP!8N7QNEJsHZ4p)97xKOl4RLR>G)n*^Z??DJU>dEwVVMR1zoSHgstZ<1oS@tnyWa4 zY1aW9lxo+j0f078K1{_u7c9J75vBJy0d=8hxB7zX@&J1IVqcN7VEl8IDKba&WUo_G z6`%fy4!DlN)4)y3hNOJ2w#CiW>``muUYEE&3-Lxymr1%?^GbF1vQRK5AZGf>w^8REgO77YqF!uHA z8RHlUD7nlszvl2}M^bYDv0MzPJwfO#N}=c?wGO(XJO*>c0WETvzg+AG-Mor9pObog zg(tzy`-oQ92!wyHI$9_DXh=2^TKoLJM>vZPjk9wbmOd0nheD~>eOFz{+^KktBZrqt zb_4Y9P-}Ys2t<^ag??Q~_6=X55EI#8>FkIwr}?wdiOUAJru{5BOtSy+7Xzh#Il$#` zgEZGHk}(Ymo%10#FAcLV1QcUS^xWCpPU}%2|6_0_M zf#g>Z8wCjG-D1LDo-OAKF53-j zVo!SEwH)zU@AV3+n@az2NRQP|{1>@cT!fQmx&=Iw4nU)%WcWwGbrReaI; z(Tw5IcK&xR*2u9&O*J zi-%6DUx`iaccq67WKceCa@0oOHSxSy%U+CrnF|z2ST@dutSebWnT2OcXW^T*@;UN-JgF-7NH4pj$Z%2}=!;wTPH=VwDf7%gX~wfG^1qjgK@y_ByF> zynATcQ&my7I@l}UNPf@owWJrm4ZizxYuK-U$Y135h~ph8oV-xyV%8@8uVJ6T<_Mte z=t*U{FpU~gcqfEnAVmgP`NtZ4OahnVQ}i<$(COwbs4G~QJvigh@#*aXT9iq%%;qge zsA3V9b-Cdl3Cl6H+lM@IfdY6#-}OlR@O@IqU8X;^?`MrTJz4y%cggU(t=iLmFYX_A zg;%~9iw3{KmQR&aLYfa&+8;}P)mJ8(Rp-jmuRK9#fo^bPm^?uJFAq}b~ri?Ig0wi5cEI8{fBS~5AwtJN6vC_A?%SEiTcHF5SPMz;KO6#lyJ>OK@k5%Nd zH-CrRtH;FY@c+9Teu-N8cf_B7FZLHl((Om=>zmZ5(<9t=ch^x#r|G0pvvV4Xk-!1+d!xouXFM6%pJhFxDe>NnPA6onR04 z!4}(V(<$3+nFC>8XNBJS5kGSDfQ*$m?b(X>kxtRpXvGSnN4)qFs^}X8Zxm{Hpn-?^ zSY7~=(#OAB#z5)yb4%rVON|bRevrNJqLh&ruFhZ$`vmmDzMtHua9AEfJ8`-dCstSj z6xj1jd&b?Y!bd#jP)G(uK`zxmg|pomc=)RZ??q%CCL`nND_VKCT>P_}89muSS3ws* zVh}!IND$HVN;=(Qz?*m-v3#xm~mic|PM0 z%n(;P^*{fctQhzw-7Ox+*AGs$PlL*Iwja1VCc98Mt zZ=TF0R+1Cr47FMM2vj{!4mXMA7E*WX4^}hh$f$1gFLEu%wJ$7$=xbO!3Qas~!Z10$ zi#^dwL5N{O^3HwE7jcl`VK2ToS?|@DjNV|Dc^9wasQ@k5`pW~8t5C50uJO@Sg!|fZ zT!g`mBMyXK9p(|MTB~){7_}WQOljW@4WnE6Eu^O9Oo<=*yW;qj6JK&&x(=Z|kHWFnwj2?b+m#lh zCEJ+77ebUb7L7ew#R@n%ejw}iP5^wRf>99ky|^goiPUibp4Pd`0Ewv3Nho|oVPA4K zy=NdFeJmo4^{OhIsSwUh6`KG!aV^yL31LxGWXM)3;nef8$kez2ksL0j@C{pxt z?kr{jD6r~9fx8|&(iJhg|7V*zNyku^lNCM*TnWXjBsxq){_stx>-oXR6ma#)S^^kh z_Ve1WOCVNaGcyfbN2GL_uvEs%<^y0Wot~N`SDRizmcVHf>PCWJvnyMKN2nbl>R@=M zd=3>?;h_rncrGBa%x~NmrENYKOzLwB5n-t;R$(ngdd@X{v2!hvK7^GLLOYcUx$6Fb z!Dhk_j-5y4Ihq)u{(3XmZwg@FshcOO4S--et6mofEK1!gG4En5TEbCm%VmNnfVyha65 z6;lDUaNFHFRN}iz*Xd|LHHmj`<4}vW#@otr6XRZkh#a zsup<#m;^%ene*ZvJ=Zb7%b4?Omgpf{{<8kAVA@5|t3=(F0<3Wuva8?vO!=PVm}%nJ zNJY^{vBUkqRyn}6Dsn8uTM9DNa6L5$;S{h)&Q>x19_2` zc}&_?pMOy9yG1vPIDj}%fVo=}UaU@_+GGexdqR!+7V0@dKhZ`Iw6f15ygtIdv~-rF zqdxkS^-qG;*X&3(?TmoQA2B@7Iv=S1DchN8^sJ>Gu?fZ&iCG9AzoHKgz_U*=Ad%!M zc>M_)q@S`=&pdH~nPcqtL`n><=fZ;3afSsI19L>n1{?RkTauib%^*ih-Jt>N(9Dsl*`H%Zfa-4yP?^*+vs!eh*(|sg^M-GTI7LxvCrlo_pKn1N|jq= ze3qkoK9v>g1DPS00NoSxEaQnSa0iS1cemr6x%%42&n}~I7+xHZqr)ZXCN$7gskH+q ztOLAQjX9c91`%E=9MeuGONQLHj4l5^zTU#G>TT;DMnOVJ5h-C)0*X=+N+aC@D%~w9 zlA8_z>6Gr44(aYr0g*1*u<6dtZ*lJN9=+#z-#-98dwthhbIvv97-O~-$)54-3<-Vc z-@k#P|2;%H6mj+rJP-Lw2;qfmTqrM4mqs%GkDw&x=?u}+7-f^wzv4ZnseessnJ}$) zV*1(SXp%0r!yN@ef4;&LJ=XUT$WB|&(NN5Y3aFY)gD%ikZP8JRS+qtAj>M(ZI0RA5wr()G zilJPk%1<}W)5@o>x<^>Sh^nx(4!*NtygAXoFYhT|$Mlm;j8e{C*FKSGYki4tbEhU0 zne|udc}3)NVqGK#2xmL@ls>nCnrXt7-;e#uJ76qm3voFJW5i~2y>OUF6++Wcm;WnU ziBI`Es&&oW(@TPi#(X>Y<6x?EUIcWOSUW5QJYu6u`jLtbE>-SuK4j=U^aF=Aq} z{=7w-1+IIsa1VY53|b=D)5lQMyh!ooi7Pgd(bpoVW_;#|!I{EQU+; zPL`NGSsU#OBYCNCu2R^FTheyN;1~O+-c8?5z5tf_}9NqxHtYp z504ag{C6!G62sIe-4MdkDCM*`xV^VpPu*URXpj?<>lFxH+3vK#a3jSKwn{LIj(}0i z{T2Y}m9DKi*}O}XiZm?%eZRRuB7##YH2LpvQ)KAsY0$XuD3)RRHzk z7XIjW%f^FKU80H{r~c5a`;F3+$|L7UNrP9~9nN2!wx2T5OGyRr8%XYXOciQ`W9o~{ z!gAo@Qa{B4RNyXA1O6xSoB#2c`j2-Ji>n-wYx!8xNi1$jXjx=$NO$H?D^A!nCbg|T zzw7d0$b_JZ#@&=Zj)Ltlpyh$OU~40e-SmDx*|mvKngG@mkeOx!F;@m(=Hg#J{B4Ci z|GxB|U~GpV+EZ)(%iPN$Vb!Tt>^uA@XgIPrabA>xY^ zDFNKa=PXI;0Ak?j&>a_#%^Mt>muhiKWVq=m@4P!-G&>QRZ$_Fc`X2|Zzl7-_F`RSK zo~%!T(s_5c*+FZO_*B6x%s7Z2M`p)qGMI<8ZZ$N&zch&b?cwPm#&6M_A#FHatQL59 z7@r1h&wb|X5}WpgxaQ#GDuV=?=MiQ8jj8UH(<>ia5z*iTG8ezI6=iL_{q_r16m^Ad zK&(i?{4kG-B?4w|WXS>SqmgFOZcAB{z~9@EVTYvoA}g`hw71@W@qWRmbQL-V9WsRwBJK^Ki*FWtSb zue4FEawiD@SMU3JnFc?xGG!Tf7XE&${vu)g_0vz9Mj)+wrcZ^LyF;v=Agn2T}MuB)#+F9dY|St@GM#+9HfQB9he(d+T}KS4RuJUvc1O zQyjz=xyMlfSJ09m@-oN;1){~IODBwBO7sifZ)RT9qI6hl<@5&`Zdc1_%6;r&lYztw z$A&C#RSaU|pAYjHfdqVfl$%X^`~Z+=^+-wn2!yOmfPsHuadk8`gpbJ|=@R~QQcgt+b2{W6>DppZI&|O#1OF|`-@iM(65y>= z0>=fVY2X2>5zk>h4Zz0($~UPXoU<2~2L0GJzu9=wUP^Dyd(^EpZ^VUi!rT_h;|BA% zf`5xr^5NB2M+Rp=JXFJ)7uq6^?GrIqnnE^IYBm;^;s}I(PXNG;+uf|cj(&VYN z!*HHuR8O4W;+GmpM%=p^`8q5r!R&?UW1Ua_89kWSF12>izxcu7$&|8v|6B)JX`vXj z?;@)O{OqK%nPEtWUZa(jooK2;NbVmlq5z{ z{lYg^-fes@VQ(b_?y+h1NY6KB4Zx;*>Fy>Ra?RFxFm5|=8re;JBmEfAgx$tlp#6O zqDhA(8uuUeb2LtOeWw_<@=PEU2s6V0Fj9&Xlz2ZFC0i~-UcVuj&yN&O0xo^?P zt9eJHqNtWpQ)qKsZB@hset7j0%?+BIQYN#0d1g!QVzbw{s3h#->=O2dG?(_D0Q))( zvR7|2{a)hTSq;UiWtGld<~4a{ag%u`>%~uY4G!6|Ym=W{nEgfg8|RsN(~sHz{Ovts zGMqEZhJ#530Rij46zv1BbWUfqIJmAJkO7lQ!K_3Cz%`G|N1Ln!FBbrgEHxu9Hi=_+ zQ_bR2qm_QGQqe6zJNirLrA|0B*;R(ZJfXG` za-#J-MlU<0h-tkn==JS?oB|&Y-U^?2y6Tu6R%NdBz0py06)`^*nsK zUphZ02aGaF;pohUt{d|`QSjdu94cOPk627 z1zg0_l|Z3+?Y$V?GHBzCqg+4Nx!ry@^xiTMpSn%HbpN?6gtTO&9BwU*K7Oce&D2rO zf1-WzAcBr=^>7nD?SV$yn3m{zb`vy*x}$xP8zA2}lrT?jKu%Veq|gk|Sy$cFkpCj4ZVL zzxHi?`i1QGH-tN0ISC;fU3+>-0Ta|&-rY9*EuiJL11>HhPV2eZ)7}{P2dM?MsK*- zv+6syn|i1v?plq|a@WkpnwJu92&I)NJ$DJ_Z?J3J%lN-`E%4Pa*fk?wRER542-hy5 zC8|+E7?0=)#&e`u)qsTp(cc&y~e?c;U zoPJ#`0z!4BfHoy0GCM)RDb!;bg79VRNIIW_^0JzpuSz+V8LkNu-;V@p2WI+x!ho$Y z1_X1oxwF+dJOfFkX~d0>!T`OB`QqjsgQb8@e$l34%m?t}kxUPa?jPxFxEBjo0)z2$ z_`WNs#pAKbo>l7q*ItEZny=sdY`@z$<%1ox>Y!JCr=rA%4gpwA)|d@q5B2m&h}J{4 zpS!7$O-6IL)!zMMpZ+di0DtY#g~084VQ6Crwk|VD^IXHx4`utHd;upS^?vv}@QyuLh-=|Hk0gxz zYK(W)D6Zhy7kL7aXUuhD;gn5Q^glDBj=K3@_tj9z1EGd!<~FTuhW5h=-?{Yg5@JP^ z;-Du3C$&=+-7F{a2O)0d61CnkoL}p85U%w_|KCg4omx%SaM)>d~VY`=#6ee zg^BWts3(Om;{Hx^NT82H-OsqARzyZbi_JNVy>>Z#rx#_CW>=l-={BKOpZ_@5ZZAzd z&0Xh{m6!=1F8_Mj8(Oa7ogvy%_Zww}lF=@#F_FhsBh&tm;}sE11}BdM;)&-yw?e^Y2hG1&LZQJ7Ya{C#N4dDvsO^XdH6Xn~a#P|e=JV6&7;;|s_T0;Rrvg8V3d&@O zkb2JaLijDpWX`m6GI+?JGfOb10kuYBf}je=KN&w)n1A^kh5z%qOJ@uswIi@v zjg3j(Q;x zTx1{p9~Xj8@V;Js5l5)|k{@-;b{~LN5quGm$E=kbbo>&*zzVIMoj7>Zhh_0xou9Bl ztprEt_^?4T?)7kxd>fv+y@*9uoCAZgGl z9THziL)TaH+P0u;U>|j;Q+z)hOx45 zqt?x)AWrPns_yBUc#AK*^!wFU2!M_=e^R}^CKl9DNPk`vxr(_43&GgNqb!R3F9zKY zFtVI49$GQK6xp78FLutw+y~ho!$n_ri4y-~Z~W2Wp_{QL)1JO zA?G7F*+EJda#?NAUbR`_$i8+491+M0@)ozFwXQ}QULlSu9p&Yc8JR>IT{-B5n3g*s z*;hpkXkA>ngHJ_NNt=g;SoB(MmB-&TNn*48Pw^umo_Xpq=z7Yx8~yRot%kBgd;F@E z&nM^7OR{E%?@FP2Pz=UD_GS#Ibw0FvqHy+ngZ zRw`!f)UJm7uQ9dj^{swNrqMqfTWV?<>{6cMqCP`@pe=)+@8a1>s9xMe^F!I?@Pz5+ z(^zeFQXGDsN<(sD=n->%>l~A5Ii+4YiZLH_L3+W6zwCxiGT*|LzZMEO@|hxDVsl1sk3Wrrd0Y@Mg2L5ORlh*c1=Rn?J`q7*4YpF z^y^bBV1~zN^Ag8h^KrfMSNHjX?}XksJ`(fFJg$dhFPd9M1#Svp9t+^w9!=`t{w!KR z4VAgwsoT$zXub}x^jku#%<3a^+g=k}PVUPOe{6YInUzz`?W?H z_0yN1^MR?=`el0z&x;F0==K;xp`RD4$^#ON=H=SgWuTli1-+#QE;ef~)}v%Izeb$> zxBJeJwlz~Lw%9WbHwcZHRimcFdN*h_%1FYZ3hYt!Okr6tdG*^Rr9j?|8jX`#UO zh^|AFi#)?S=w2K`q)m{}&u!N93zXYLdjxd(;fc2+P~0k%DneVp^*0Rii=|M ze_~=psN}xh#mTZ0(wr&SE?Q}HFV<6wsJ`w!p`XY&ee4(|CU)!n$ygFEW%L679St8XOepm@YNww)lF?}W@viN8SrB`XtsrsIX=c-VLIFD!% zIYM&iV|Sl}Os2xTUaGm{CF>0?tPC1arc_2k!2B>_R#)(3MbSgY-4%K6QgbLBy3bh0 zyhSj2IAI_wsL}NGWk@=s<&%GHDl77*ssn^BY(-DCGPn_+ebJ(58kf5R^`sc`BlyqQ^j%HTO1q%;+PFGDy9`M?YP<_%~VSNb`n+ica1lI z&yVN(MA;GaL~)ybjI^Coy!eO+6)TD&SEbaR{lRfkJhoLar$86_;W|mqN`vi+n?tF5 zu^h2neOOJB=yIo3U>6#?A?&2Zi16O|gujXC5Xh{vT*v?QMl^AqFVo;lW;qkyX7WL7 zMa>o}$^{`m#%SBo2+@{vn?P4czS3KH7=15UQS<5ltau&p$VfRY5*Q0_{{>uu@+qnA zME7o6mlc}Za}>`9F0v#hyt?8e9*&wd54v`E++?SOaN4_{a!fO0^b|i8x{vq0>t(dE z)-AU%e{#1gh?CJx4zV|xSL9d0z4VOFA9MK!(_`S?^)q|yM1h&-=|h1lz%hACUyRwC zsO2*{IyMEx4ZKOJyW@iTVJ-n1+RFM6f(H^eF=%qHj^FOO+OAK3Szq5$(`smN+1kHI z+J>uDTD)nrt*w=v`7r3w>{;RWGB@NFW8*Yd!uy}G?ay>lx~>|~i8PcnqDZR!5PnM= z)kdu875f9Z41Tjp=|QZ8ZeA>Tb7F6nJ$IV9)W)AC$9uG~y=Re8myUQcljVEBAvnNX zUyts<-!+F_xD6Ow%f~*A*(c^L+y00G$_+Wbz$XC>4{pzJ$fDj%jw>#zkrYxYR|FB7 zpg-Y-q7s_Cvw9ou&WjwlaN(&ZDGGdn!(k<=kWvxFFy$cn;$W>CQA2Kp6_fDPYxpCV zdF1=Iz~nE9w3c(xtuL?}0ZjYY9rn_gb$R3XjQSodJjm4fj$w7xcD`tuPaFXsKnf{1 z9)m5XI=Ynm*NIln{9I=tf_)zB7toEXilJr9lK5;fDumkJQggiqGU))E8=XN?uJ~)~ zA!zyOVw{{k%iDD03Gk(lqLo1r9!=S_8+nBzLj;@mmZ{W$he$dy4i7We>2kzUok6$- zBOjwK`pJWDw)+vubp)hhH4OxNEqhcC_$t<*?%Gt}QTgr1`(wh&Cq#(}A1B)=yyIaZ zBx%Nxn5=F(`L-%Oz+L3rk*^WDB!Vgs*350ACKD#_2W6f~;}edywX=1Pm_sQ-2^y0Z3JWU+#^HYSwsqV8a1eU^1b@{f=GwzR!d1oK9+SB=_`*3t2FM4#*$RKQ-SYPbX&-u$Zb zt0u5!E)R1YMY`#!Z6`NQ1~o2`_o;iTJe4&V4TG>tXug!eqGDR-a)*oq2@QMCTg?|L zI6m$aH3g`{ko{Sl*;>ATgb+d&6ld&p z3qiNZ{Z8QtWZKMx7th%5>FYPwZYPn6X|`QiosXW&#fG!@1oLs#Qm9x6&EIt?y!#?v zMEez`!kbwRj3l1*L-X*m0qgyym4e36d&CAv&3v@7W-d1>Fg;&Rj5Le>@9&42HOY{f zCJ~$6_9(Y;@|=9K#cB546K2FO<@(`-v_)I_qyQMI<@;g`2^QnNkDWp_6`)VHnR-r) z?)`VSlDlHK?&H>>A87q?A?Ux<>T960Q@ zb1uGSbHK89j77cWlW2F2c08ASITO{PL-$Cz=HnlS-Z|>Uho5a8`~y7u()GD{{viQG zH~G+PD^nUb@T`Q!sdWw>Wz$?yH=$K5h#~XSI#6{T#nstra6Ru_@FlEeT1V`;zo!rS zOlFsJzkwWs3-3&G0^esJP5gP#ae()9O`^IOUDz51+ZivLP~n`=07-p4aTlep`(w5W zcnTpuXFoFtnBY3lNYz5MHwmoW*3PaCI)jXh>VF=i<-POW9~?w5cKN;!lukf%yMuR0 zSj1Gv%<^TP5r;a+r7tc@gQ?4ZnkYF_x#$+GgtT)^iNvUm^A639$P&EAJpN zg{>Dp{yPxOcwPwJ$j{dCwAG?V$7eeBV)4oLtZ7Vh_24kui7YXO%xK}UV$iv2@1KnX zLayFgw5-?J8Zz@_a;JOa(Xw-ueilx4d**sRb$~%XUbD8@Ki{AZS3;{lsW$QX6^VWf zBj;-WICX8eRO3FE(1#LHXdLVZ(oqxZ?jXY+cZteJCGY(yn!1@`J+a!Bw=t-PJ z5j&|_s20;)wkTMK{+UM_C9`h{Hp7_& zcNk{KyEsnF1rsresG3R49WhVm<*Bd~9qeFW0|uUBkp0?#az&yu%~HT*XovU6^6U!F z)cteFC@jxBW@ig&^*U(y9Zv8BmtT(Sd6XXc(((Adec9EU<2OR@wCyyb!sJQJT|SKW zAX;Oby{CAdI=+bO{`uZVy2M#%)`Z|5(2AFKHDMlko*kW6jiul#_I_Tbe<$8aI7Rjqrx=x|&a zkMXkj(wEyj_SMPQH>tu*m-H_?`93!ezRO!7HBipWguB~~M!r@#wpvXrTjH~F9pOdg zAE+^Zwp?<^p;gW;`m*C!8BwsF+NiZ~BX#QD4JCoC<1Xs5^nOk^?xd)Z&Aq0;1Wd!I z=xBV?=4C!8_jj{0n&)HvoY|tpJWrc|5p5#@I(fT!pv5%2oJ$sZ@rnEi+Ie*Y5R?lB;mymeZQHU*DHRp3o$Yn%D&Zkba+-p(p^SPXgdTaD1S zMo6Pf3kZuo$@(nEeu|>7b*DJQ87kRu(tbf75J9&}s%5Zn)cn1~1cu=Gj*U@nKlPM1 zSy9$xhF)mv!Isv9s+R>3HFD6esGvF~*mT@ zdOWLwECoShJAaB)@NVP|sKof#b+l}wduT;e*Qi4 z`or;IFbk68dTQb@cwLd2S1tIsa5_Y!uL4TR_54IYyj&F-1VkSjFnO@UbX?P6;ns{y z*2RAE)kf{^g%7a-+2V&+zArhAS)Cnpt)fmxdv^}eKlVXSkv~m1rtU3F6~U42Tf@1E zdl?IL=q63*j!kleE9vNxzC-s+g!dN_1w0}aAOE#bu^u#wetQ2TwdGt&WPj~($t|yM zkA!>;&qwF>&z@^fSMAN+9Qs0A?{2cV`0JLvy=~a4eXsch3QP4(Bh+#(ftX$M`VJX0 z4aW0TN_Gz_8!rnQfmpoI->7e^23}~q*!C&S_TFHYhRfktESE+w&t8`?@Kj_;&lduz z_!SIQX8y=8JElf+Z#X3DnP{mdLSXT$Eb49C4WWq}-Z>Mt+PzQrk=;Yn&{Z8*X*|?2 zET#fO+<2U}-b_fBzvK)I^Z4UJQumVgnfUKX14=l;@)KLz9{FrDwNOI`iAi;%15_HtQ$kV|za8b*xDNUUu;F2#X}LdG`qeb@@^ZUd1ZJD!wHEg9p3E|ij!L~I!z-V@ zFxp4AF{vh@@XB+($`1+q&KJ8IH?6zn#ri+|i1uJo${-xNgxMK1iR_mpYY?G%4Nr;F z>$TBkeG0g~LHZ^lI7CuswVQFK3hC07(b_Ig8%go*-5&Og*5W&zZCDPkejgv=Ofwn0 z{jLs3zY@uWW@Roek1FSalbl)CBF-ah#~tZDNV^njH(tiMWml$26oC+R^3B_2>5n& z$Bo)%()(b-kF9P@|Q5*4Wj zGxrS#41(B4%mHO4i2)2qEe|4Ks8_gN?akvBG;#+D1Vkbo3}9_IaqH9H1Y`C}O;)Ty zgRV_fBW(DibstM-+cWE$CO@_GZN%e)e(F$<&S0rPy~(J7T- zuR8qX{+p`7!~ewVJn>UG<;7J=r+*`LSQoK5-%0bqF;bak4)@QP%EgINt-8;T6yIv` zzJJ35OR>pf5G4j& ziAA=7xNHx_k zs?LTA8Zw40rU8?e5G7T5pUde-CK~v#>t4hLmllnE!&Xhk_MjWzW^LEgOQ*Rqc7x47 zj`ZHlwkszWFe+WV!Yc*zz$@2_tLt&drShm=?|?ihL};tmQ-!lioXU)^cfl7zzREVb z0s*cObw`0sxYz480&Vm7==*;^(q5s9;Pd1r@VQuAq(6eM;LyNv*-hIC2!$C6UN>+^ zZx@9v1iS5cT}&Iqd~LBqgeqlDdLAWTO$T9%GS(GC?<#CjTQakW=%J`mpB}m#6U;sM zC>cguANbe(9)_BgO1xJvB6@dLD?=iy49P#HRCe;=U@lbdya)&Kc4y08++*~wAxJXL zmxyCJR8qsAHgn1hf#!RuKpsTfEp@+OIF2Ywg8WzBG|q0)z`Mb#9ZHGGx94eIF=;pq zB$4U6OP%naA8%3avb3@Ti}MD~s|n2O{hfwPlK{V-Nr%sv@QKiJl3O0UL)XmlFB1dP zgf9O1L~mtDT|* zudt=S&EaDk`bFsopDtx*c(aE=JnRAm4Ll38VdGy#|;~K|_ zh)uf0$ZtA^cZ%LiSNQgFB0Jz_+#X&B);ulJMf6!-hBCN$0tBw>FX_u@lV zA$Ho|?~&^*l8%eKzy)68g;I0a+!=BjmJKi7e|$9JwHeABc?E$QkDoNxpjhZ(C!~kS z26G!o9-->xX71s~hihGanWp!`do;Bq>UAYm*<)x0soH~?XNX6zPnZqT>tRzAXmQGC zNHFQeRoQ&`q#kg#)4G)}1J>4bzTl*$i!pJFWG-=!8(Vza=L)gC0cBdtb^oe<5`bno z9eh}n)7nZ?huHBQ6@b9*peFE)8^#k1TEFjC!RsdxV7K^hiQj@b#JT zzUlZH5e6OrJpPL>MuOUdL-iNJIPk_to9rKaF?Hxp97SDSA+p=q=*IUkImVxiBgmV$ z3a8opGC`DNYj~Xt*8+FLZ#%8Q(93VY=Xq5G*+lMJhWya-2-BJq3OHO#E|4|m5UiH7^VEjf9)xS zk}}?(7^JVKNqA-~`D#K0iBKnb{N;knR`s{}AwgkmejX<;4*@b}?}LyR3#x2SWIH|W zUC6T&7D)^+>uzv9m}x-Yx{4|)w}^B(%v(E!yYvkGz80!ROPKDAInPeh2Ew=$-LL#? zz1#j<{jnkS{q?SDM~?{owl)m>(z!;XLI`>I;=JK%S1B1vqWHrly;*2F|{vErUc z0NK;oy`!N#^_C^drKTUpJX-dHk!j4zdCa9V+s;l zv3J^ik0;c$nu2``fK|_Uala(-*HvK*O7+uZ8dYavmM`f#z$L+TY*7R<^TarX8kcE=QT7@ zW07LaAqxd(9t014O~%;#hWOBAd*T#yiLI3iy5zpCPW{1f92a`q7y5UN(;D$_s8duY znhtzcG1PH>GHH?Q^0OU}!eB;(ke~=YRu~*-XzKa!f0rm*4PJ(6QEycr$u9GleJ}nl zz>PRrTH?_KGtcWSX5ah`D|6igt&IKy&~82uP1}(8;@pA-Y{A|eJz!r?d~WmX2PR|- zQCx;y_>47R3S-!LYH*oDjK}C|I#^(Y)(k3zNK@nGRGM*LOtV2Gcm&lwzhDp4 zt~aOnXOY?tU4v2#pBB)Nf5^N-<%wgVHjUH?Dw-xVkzBUJYFSDrqk2u1(h0uxN!tVhQsBR^A!5{dH z$bep)wjR`VJy{w`e>YczngI$g9df=c=hnyaEVB}y%+IUie$vlUnb|m2#CN@*)~gFS z=qT$4!y_M&B6*>iH%bphiH#Qh1&qyI)MNGEP#Ilh&_dnnwTL&jq9@Q4?!nBF1N3Df4pTJAk@nn?{|t8E6o8S0q5fs10iBMi(zGK`!Vufw9X3{= zz>z(?p!@jI%Y`N78YUFdFkA7d)H$56wby&b59y_{^=O1arTh<)BN|9FZ0RSFj_IbP z{$6CV9R3TurH`RiiCd$b(d?n3Npf=?r%yKxv~i5=mcj@RT4b93yd0tL;QV$ z9RePfj(oh3%t5iV2}O5Gp}nB^W{b$?L&adclwCb{D;=bb;Ui-T!9}~ zmDIzInqdYgTTVGzPMh|Neug=s2E zBhK(CWyKY$_Qv^O7^A;Kf(e`yn=cqGm3o2C*0rPb+q^Jb>F{Dxh;zl4Ih^IXT@2D- zJo9hd?Y`0DtZhj|w;wmy%Xi$lkzWxvh1LK+Jg2m>|F-$i?@8|QqqI?$yHtM^TAb5X zLTuK{UC)Qm#v{Rq-`rs^cKB}5qx6#Tg5Ov8=3pL&iHc_3Tv(JNvg_777Z(TA?q42Mu;yj5I?Y;SM=Yafm{b(~e5;I`E)BY?SvENU)=W@w6ka2vh z>Wdm1&hlmOVm<=u%dO02roF1upBu*%(?O^FBc5I6XWZB?$XD#JJk3)Q?H)ehh zR*u%hX1%SCcUCXHM8UG5ZjtC7?#k)1Zeh}4wlnKUSLQo0e<=;YPT%5*b#OFmO?KX<@V z5_eJ0FB{sv(dAC{4aGz90Kt`DOMK@1V?jzw(uf!@Nz1Y*{_&E2@ouhMX55-NA52tc zJxfsrwixKWb8-h+xbl(b#92CIbGkiRo&t!!*E`Ytgc2`St14Yl3jqSvLi%Vvi z($~Yt{3j<1Pt`uS`)Qx~l8AE(S7G*;i$CvoHmu#|tLsKt-4!p{%hd6IP-qS9CFvQo}tQFxA7xWj7pRMj3RiBBPL^ee!G@?-iv5xE1d(T3)mA2Kqr{yg3dK9EGMJF>P zEZOVH8**7?QAzo1n9@nvbK_;%Q{lVvVh`u;Xr2F9Wa(k14sk8^c>_vz)0$;R@laCf zh7KY6>g_nw&!h$p%wBfTtPRe_M;!h{I`0?TmYp{BARjck1j~?K+SCiPf>AxLIy@gj zwqbS+zW>T7tl%%cql0hSn+~8LRy%{b<#4I92BPte^Wwy;c>6cMeTo1kUI5rkwBv9h z)g=D(qXvr?ejWM3g;s8WL@RK_FaC~-oZc-Ta`<<&q{YRr*dkcWtyzP&nqYdQRf<&G zL*|v$&&;_xLq!W;M4YeLy*X{8D=iBwn0;dBU-X_ev^>vg?9lVCYn}E9Gsi2Z;G}j$ z@>E`7-}o51+RXkMohYL+%A-kikB0{8BgOA9(#(0#H<`_!=$yPpALOT+H|VvKI@XMq zElN9!fBZ4*V@_y)!yqmS%IqCK#!o6QoSD`+-mK{ddi(!V*nyJ(z*iD5ZhM}!8I(5`fb4o;P~-wzM*!7_IQ|2UPtOT_$kUh;^?W8 z4c0!A*kbVVL?YYWS%S!s(}2|*V60SUVQnp(1lXFg-lcA&Mhlni5YPGJd6f^QJ`Mva zLrPvc5M@2LGuin0TjaW*4DBMl32XkDipP#&47Tw+JFjb> ze6xMy930`1Ce47N-^4|n*rZfrzvjaBpPj}~Pt4`z|6mn0y6G=aKK5mzkT~$RRCM!~ zE;OmQrxjhUN^2@^eA-lgRFAYq$<$m|n~l9$z)lPBmoIIQ3<#p~>F$JjWJIvsef&ql zQUY{#KyA;8x9|tEKHY@Nj0S_ZKtBPdHh1>6u5ja8%a}d&dyV0|4*X^6VkPzhNpH-E zwtl^>{K{=P>{KT@*_q6xk$V`i0!kZ`SRE6ko%c7EMk02!Gq zB}1BFeAJ2#^Fc&qNEW`#%S?Qk7^ORUiNopvX&FB$jUo;?unfEL-n^NJAhQz>WUa!2 zn;R^_%38QIy7VSEyw{WFWiISNwL*DFLA7}c^ZmF{;jnqK+wS2Kc!ori&qRLti5zwY_amF&5^TClr zv^?Ek%O2gGTaSAIv0)W`3HSxS+Rq}~EA50@`O=jHzu-TR(w>ie_+V|v7Us);6;xh>V#$3J{X9mm(4L9SCORH2LW zmZXc*Hos@n>2)_N^(5L&<(mzMUspL^zoF0M79D@L7PlYq!-{S-C)GAhCxX@emi+v} z)*6+*!UZR<7eBxZDekQdyob%l;d~7~bMct>yqhHVC_|DSk)v}FQ>Xs^Y>3zcU8bi? zU%nSG29*8+R=^|N;62>KPqXTUd$VF>%Dpl@=fwa4Ot5qXL+(CZo!Z$(;?hQ**3f6N z@WON1M($9}D?ux41JPJa^Fh76uMNc1BAf=SoNDCO=JA2Dlh}!Y_$cp(w;d@$RSC>n zfg=$IY_~~Zn{G`w;?kw&||WV%xdqL+1gX?Pxa<2EiXVifK_j zhpPG4u`>8 zi>l8YWVo>SurE6X&8TIEH?8spYHao8(S{K_Q|Z%_v7+himq8aBH}XG<@M=|(XpEpG z28O-*{Y5V;7+ebQUa>O6e(Pz1+F=9v-|I7Qm~lJEIni2up8A2Q7VLg(0K#;lzB$2T z)_O(}>t6GCg!kQq#>|H%Ok#v9T+Q;hmO?`5Q4m|t0ag??4P~+?H4*Cie2+JRSRuJk zJ&p(YO^XUI5@+se(ub+nncz6@KVJLKai$gWgts+vDJ6lRh3fgm!i^8?bO58|LFXA= zo#EmV8bmsfDsUkUj!`v>&-Q`WfSaahVhRaa&)pC;3B}{%GEw*t?1x3|X*G^p%yUxs znoZ-km!1~^HHkhr`RHk?X-P%9RubEaod5a)Dh5$+(!iWN(SLY_*H7Qls>3GeW0x|@ zAPkw={`=zzI;0lwi26$~P1tU%VYla)-W3%QN=kk6RszAK>Rfa_A@OykpCFjds5z8} z)Ye+#wq~pNXeW~2NY>X-<_8>tk>WF1kHLP&CQDf6-64A*LQ0o zkBW?1SjuLM>MzTdiV#l=oao~9n?PR(o)~EwI=}gI`DUL=jIVTjDm6v;;e=ce>oVE5 zsQ`f{suw;q7aL35q9ifif`)sZArvQ{ESM%T@24VD4mT~suPz2JR64o-U8zJqQcOz^ z=6W2*@76H;?eO<_9iSFc_dpxdExA*Mvzk*Jb2sqSkE*cob7N*b?@77=Rf%Jon#YoS z2dNn|!Q2DeAvJy~FJ^+p)1?b3k)27ft$0WxkpxBO2OQ@;*04yea|uKug%`~WJ_?Jb zM|7Iq%3l>^q^8-nuul+|(Rs4AX^SMJ)?i6?;&I4O7(-%U1&KPpfQg-QZs@;vv+J36 z3Y8Z`^OR*1thtl$jPJ^!e-L|IXmS5Ga*f%8-f15$TOVOQ`ev@T=Eca>_u)MZ@ud9T z&9*0rVQAJVludqxbRoPy0p|COGIudtS`NiCk}_u%{&v6kH057;9yD*2%h$i;9bM8F z5EWF;LWj?Qpd~dv;BV^Jb^Ug~lAKHMu>h5chS**jx^6#4CB)kA97VPD(jlF?RiQWK z9*K8^Xrzcnkq1LoA@$xT&freJ4Z!XM=6HQ<2+&|wzzd(mNpcQ z>3_4D(1nNylI%70f0)JkKtS$DW7@T@jg=qm7&p)N__$elZ z=Ht7E{@S%RX&8!h+WiEYdiT+acIQP0Ja5!937kMJ#HgV4i7@(j=A(|F-eA+%y_*(M zH6c_n_`4sHKLpWxZsYNe&t4%8rVo{GIX>I>TmCX-0{elrGjzMmJI9D@yn4-LJ?mdz zDBhyRWDaMe!bR&jp$NcMJ_`MpqWJ1R>2EJEoQLpbS_Ch0pYwZei+s$FxQoW;(D2y!n+?8tCDnuWjx{Hd}f%6rp< zXPukP6>14hQa)mj$rht#(ksPcGr#R0u=RiKR2Oh7qTU!Z^JUGwMvy_5Go-sce-lsyp&yj5*eXr;*9b`=EKD zZ>2pS1iep|o_SUO3CCo-8Q;KhbY=@%QiXC+MW2|}KtlQ+N_zbMvS9dgTY4x4rUA;@ z@FC4$JLjNFnCWJm#}2|l09h~8wvP;5NV&2o-mXI&_Q(5RqwxyiqGd-2U#IxJE=Kht zN9Sd<n})Ksmf z=}9U!W9p=N<>~u22@SbJmJ=gzoC?{ZfTmdp;cmPmSS@?_zKHR#oZzj({{hM-&*VFGYA&e- zu;ft>plzfxrtnNFJ{{Rc zvIbS|Fo=G*O>7!=u;I^!x*}5@*ig0I(9L2p&pa=TXX|XI&*l9#O}z)^J)s`az@H&A ze`T6KJWU_*?D?CZ=Ms5wUEgl?jo$KlFa^^LM8hx>Dkm+|q(h|^g#^Inxe_ivCu7Af z;b5%TLIh}QeFbT;Se!+dS!k+gMYh@nAZW{uHITCkOrxZbT@nt&YAP-nR(~%e)AV| zUGn3JwbrxpzE@n(%zAB|-LD@M5$nC2zvh;FK&Se!{{c<>reZz0``c5;FygS!Z04B= z>?yBf8Iay<<@uUDY;@u|ON4S-rJxvV@AASJ{YgSs?ED+(lO%a$hZd~5qIbvQZ50(+ zK88V+V2R9x%aT;RU2hA6dv0MMC8{du;JsdW__4)GPXXnaUr3}o*ZA#=N&p2tXTT%IrjxU%#=ylOZs0n7!$|h5;v%CCI3fB4OUnwDWjB+x;r}6A4GQQjc-tJ$c4=drbE)1xoAI5hG$4 zdFKQ=7zt+84l8oMp!}XVh{*3&%NJ(6waL$KZZ47&%f0DtEXg!RPWpU4uX^y~oeF7; zB+~q4F!-8|IlN3Ri!u^uIHKqpjQt7cv0wC~h@@tUa>I4h`BmN)29o=5YwAD^{}@>g z9dA^YV*;;Y-`lnM`KkuCfxFj!%j3kE*Evo{4Q+hCc&TETalU!@VO+}-Q+MEZA>1gSKp=@6d_3%2(pZC6#P_&ihrSL)fP}t(olYoJxU#1a$f& zDUVhl=cL|*=aCSG$o&j}G~`BHAu5}+Ljd)baG ziBQHb(?q{edFmO!7)!2~7;OMqZ(~%O=aemZpP$EQ2g4I~FS*8?q!niQnDm+!O7z8? zgVmzh>Nk^Ej6kVTtd-8&9G$G5LgmYM|DuQ;o3qU)m`sKdJOF-St4sMe-ws2OXBSf} zrt^-HHu^#4+Zk`Ea#T)b#)%Od8{t~4hGU%Ep1#&FG7IsrS0d~jT^6P_mR35bFGY5P z;-6NzkXWcUIkBIHu&U-&C^QM@(`&{^o7~i$3DQGky#GX6U&^0;EmBvP9> z)pXjrj~wL!{aC+57JCykv=T)c1+kGnJ#Yps+trTop;BhKP!*BY{tJzeR7QC8kTwy7 zUPzRH%E^r){B1#vl`D1(bGFgb?b~V1XSc@*D3Zi8s4PCcKeMpIPtxqROCyazj@^he z9*izG4dL15%Svy1@^-6*?Uep@rJ~tV0&clb-Eg0TG6N~L!7c~lWai&Uld5T{LVa8+ zv?EhGVa#5qFylW8be;-WE=c`d3Zm4oVZ1!i0b>O%>}6IGC(`E;@iB~Io^0FL9f`)H zp#cFni;M$r_c^a=;V@!Ac!}3NVB!S<$vGbucL&td==&ZXk+OF>C2?D@d~LIft+_wL z?`=&Zyskr7*&>Qk5vp~sT^ZW--O}wIs;ye5P?}KHxAwU^E_RG;x|??hMT9qEw0OuU z&bE{!_a7ql<1ILb8*f@nZSyRp9MD+t#M-Rof-W;*vIm*G>>?dP$#-fZv5G z$p!E37T|Qoy=op~AP_!utKGY;BVm+?s#mb*h-7&B?6OKkYQaS{Vwjq@>a*AEy+A5j z76xaVeEL`Obui_eRset~Et5m;C@PV2e)pwJ1!M@137NEortznUs~lhcnn(lE7TTQi zo(S8enSxFwBooPiOn-=m4`e=&mgRy!eef|W4FH6tXSR&!V9Pw z6E5{h(@A)-fd$pV`CupuG}=<&gDvE%EXqsT7jT=hSxV_=CSNztl(thgthRUijx>!jp;Iy=nRdKq*q0X1qbko5`Q`4U`(E;%!TR zqVr;pI};N}K6|ir8@buVyHp50M@~?TStVB4&V}uW6sRt$ED9psvlo`rhG`xXOp5*I zX__64PoEDT2%ZjnV;l$Rs_$O?47I!O%!Yp}5PK?PO-(3PBKEPyhET_`ViA^lLH1> z@pfZ|ec)O6n3FbItS<^c{Nw*;mgr}DPGhc*+Db~f;VxzXGJAd%4{boG;$DT2cdBSQ zbhw#HeBWo!G~TZXcl)58kLfvJj;h3Y4}!Vg)`-f6>}yC7OMc4thC441Q*pFkt658J zSG6VFWK6pK#sfY#`p8?p%cK$Qf^vVwzk{yV2`0G5GNe2U+7p z=0A4$t5C`qj#mpGP4*oUvZNo!i%+RMC7}97Eq?=hoo2+n^bId>SjuFlmCK#W6LTsf z%^+6&<8}L2S6fR*wHQqE@IUj zX5W4S3DZAk7B3S57ti)0?-@<2UaWrn$2T_ z!`o`TA?jTsD{Fr-hH|A7j!OxB0HXexKyL`0d?sA|-!rwB{cJGC6>@$0UACYa^8RAf zsz-*A134zs+!a_DRKx8M`r+kKL;{rKOopDb5Wmcf6EbTfOYiJE>2lN~VU|HR)tDhv zICFD=c4`exF?E`&uayisKQHMsg%7V$fv$%JzAUF|dwAUx*x;eq7DheBZ^0gvHnIdp zJqVEK_Rw*vu9WNkyj&&$tlDVwO(SSZDLo1BQgZ|my*{>en&#`c`k$0II9 zZOr{078L%bV+$}_R(O4PL*5Tveh7c#JMrq62hT(H@QL($+xRC@ac0k2>GgKz^`%8s zz7BY@7z?k^IsZkj5&+@eiZGaCiv6W+^N%C(h{NwPdx75AO|xL3(_}n#Py7IisfIFo z3&p<2Ddp96$TEy<_DixM3c3#CJ zEkS{AL=D>7M(JGUBn=!GBRGdo;cT}TyB-3yBz|Mw)(dC6w|jD(@kVJ1nguVkigm)? zhj@Eh9ukc>u*AQM|!uniVa%l z2Ze9UAt}qthOk;!P+LW!pva6mJt0tq`=BIYD3XU&CLyRF5Zv?FLknzhu_41iXeMx* zz140fZ2X1sq2F4(W8dso*7#R+m#3me3kkdq=8YN6_LyQDT^6b`DX@>#3G=O}Us8sX zAyrK%W{8DTY`-zFAVNCpEyb0463}#JJwXP)rAL#~b#LcYPvz2GP4gHB!p#XAE|fcs zOHy_9ihJkQ4g z)~4Y#DV?gFnJ4egaPmvTpaC^Lg);`Ip3>&wBFY;1nIGkgMIhgwS`uNP-?xoigOx~P z>Qg-#Xhd!#T)aVPbMcvwu+j`L$xMifDn)>P;yTnSHzNY2H^roZ^DmJx$c<9@xU9V8 z^VN~iYV)TV+E}8&@a0167mArOx)JX7t&akA+?D22p6<-sP&z@>HiQZ9`5z8aqW3O|D1sQvnBHtmFh1Uq}$mf zHOf!dnQDXD_IMdPW}c(6(|Uc-s3^3R`i9>$Q7rA9t*@Tw{C-_x|K)II8&yc}kWBYC zY{Q6!uM`Q6nbofT>o#D}!}8tn-O1ByDC{$mqH^DjAh}44l03mwX;RvgWCtDrnY<*8 zu~cObRosN_g;2=*IJTjTUK!L@@nV9Sl#|?4V+o}ECI0`r=PLhZ_O4HmDaWjjK8K@FYo?71Wt}s*8G)xWo*dHr9Dm~W-!Lq z>Jd@0ags>cD=WhwNup5HYYxfkiN-1MOak{gYl&z3DidNYTzWoc)j_KL+xM*$Wj!GT zyUh@ciooTAYb74Sl_hMR3MWz6`}@igNLl^q^2EVyYHA`dhuO+CygJzkNqHfnZ# z=Q)}u`c$1{Ci6t~!>m(VHd)ZM{c!QZPIoy9PvwXO(t-RqVMJwrgT3NrEt1=2I?weN zx0`e6T9Z&XP`2<#Zk=>^O;>NMlOU1(pcwo93S%X-K&Jb_4;y4|_DTFcZ~MPFh8x#h zxB(Gl6{qj7WlGsSK>f$DwThuvyUT`dp7|OSR#bI}uSvm)I4dJDAG--JwXs=L4~&Z? zoHA__692xlGZc=+%WD1U8CepI+O8_Ct>| ziB`%t@mXT5*6yfvS6~T_E|Ke>>>j;y-jE7pMviG%;o9h8&y99<7f)Guk|KALQg%ZW z`@4F*rfdXCG8%P_*<#hRWb$Fv?Xz~)5JKWqjVeFIl%bwm)?wtW_w+tkyf&ND_bK*h z6Bwo!=WJ@RcH>0|^{d1YAvLC-ecDx;-Jd{!#h3nY<3Ub|UPNQY%fGVT zb8tui@0Sw&ZWT#Q%p1$kRd!&0v<=e2NuX9yd3v@n072!L6SU9a#>T-}cU9Yo@JY<; z7i)fI9^Qw)5J(bMe1FiZZ<}p=)l@%|n!$s01Jf7J=E`s6x!N5vk}+)DmB-yw(OQK%_b^se@SV3hi%jvE zWp$<^KaQOMa81_C`H9EmhzEVGRGj$gegY-J$BMVXTd{^ONv<##K^~_*o%-!rGu>$JXJ-y?-lvD;!NHVDBDm)+_RRnd)-+2er+f8Bklcda6l04pcWzVRnyz)v?{W5knPetWT49hgeJ7rUTK zW+0T|2792B>O(jyKmVfDyLGkx_s`#ukvSHt*{mQ9dihmaT0d-tBUN}W^X{rVLD_Z> zd&_?dO_99ZdN`nEuuqhReG&X0QhHmQ193EB%D@pJXn>JknxSBydO~A87rbZhxN-f} z$g9vn2`9O=^M;>XPRD%G)@Ehcc;gBBU2k!)#9 zX0qmTN;y`&C~TBO+pb1oMb)phA0OR-g^b=?7nK5pNx`ViK7Cuhw@7bcTL_S77I^j> zTSPa+^xZkqz^gx}OgrI&Lyp6WW1N*95GVOu9q;&_S?p@u;{-<*AIAHJHm_Q+ zisNZ3B0<}aiW48^anzbk)2be0ujo{1m#Sv#sX;WNuDaYh-`e-~QwxQU$D@74xnK%| z5Ef3OKi)88xmG%PAR78m@&IwZ>n@2Be2tlz4*G5!;Qlz9%F=i)8c-_r94ZW@Mg0M= z@n_fgi$?=lG9imSNz)f@kl!jZ+D;WEIq2qH{)yj45U(-8)tzQY_5fCr!lHSA9}n5uEyD*F>K;G_=YW#GjWfDSO)D4|y=q2=7^VwtmU za4H7~wdBWOjy^Yz_0camd?p^Xv7z+UmV(DxHk%a|1%e4RvqNh+gs_X_0%d%5qb4mJ zi}D{XI+Q7m)|MuEIqc-p;)0Wu#E>e9d)T`&&L|J?@=p@c!B7$}+IR!(xj7PAeSxP< zp$4f>gYU3o*Nim%K>;u^e<1(-IaRqSrzNCrJEQ>M&Nn6wVD&XqYD!vSmrw*Qd??i- zfFkgP%|`8k2od1_f;w)`!@`IiF#c4$a;2N#7X)NbZX3Y0Zzk@%#2^%pG+SKps(Hu?2Sl`Yvoxeh)cyyu#6gBAt zZ`~=Z9ILh)i}8D!O|jR_#K8oED1ij~90)jCu_F2q>mh}FxlE+uhMCW?jA!S*l5WYb z;&3RpgNi6@3US)ONDM`5=&*-e_K!XZV7Pxt-*eId>PyYtG}1F#mCK%;OOT7pb_AQ* zxA;Hw-d;>yo_4( z4FsW*l(jLIwXEHGYrue=V_5|)H0zm}{_fLmi^jYl(*@4^^Vgg046!YFLZMT-g|~A_ zBU(WpywFVof2g9PJf@&j+4X3TLC2y@DT(2z|5OePpr|B!>mQyk_b67cSMG(rHjybND^LMRSlZK)*!GH?M5WXlt56=VR_A;zgi39?U}y zMd#UF0;N9z7@A_3yNYVJJ06}DOoOaN#aZcy#zPfWhTk>1N*s5&ALZr4T6NDD%5H4L zT550jYw1B`oaJxcB2qXQV&sidbtaztH>|h>`*cvS3m|K9NS>kj5y&W%`vShs!#umP zMiET+xo0aISf3ZbnpfZPQtPE)TL=yBoq2JBhJ%LNoELW*9O0bk-4ct>RgLIIXaz0q zc5Sz7F<_*U2XV%G*0J%6a(gvq|8YcX^1s?KYrm($P(XJXShM0^&?Ci-WQk8k2X z4r~b~CRzhd)tRk@j+$BJ!gmNO2kvlgLjulvFd*pE+{^6$#TUOj(3}wmZOpxAj;5-7 z;hBsdjoEY_ozZ}C^Y&p8!`h;-)F$84qckZE0vGgfdI_5u9>H)*r_^

In#9Ch#4rh@>OnSKx6% z|B1Qv@1EEpX5F?>gG;;%z^wa`-I1lEFcL$6C-L<*0Oez!;-3l;)hTa#)$A=iqHdq? zjk3NAz?mgd#WBPDrv^)a7yc(S2Ec#=&#p}zbq%>!SVnp28yoZHuQ?OctVf$Z;Y25T z#>tG7Ss{q{5~C<6I20rlYCL828!qD07M-70KxG~))k8VMaG;32D;m9t_Yh}FFRpw} z`O!HU5(Iut&DBwR@YTL}H-GyM>;?j(<#$y}WD%Fg?nj-_>BAPTt;#meu6c5TK(ieE z5a<)qDtn4{rUE2PWdwVX zz3ifgAkle0PV}}r88)!yKLJQCA%O6% zbU9|;BEb8a07esU@syiVQO}0hx{GPcL|qy5)}bDo-KZlJwfWo?cjuvEu2MTg4LSF@ zLv6-hQ(fJ;Z7tO!iAV2Cz+l9?dcdQ?o~w0eQLB%4cGzmhRXD7IM)0Hmbd2%>5vKzT=we@Ax zI@IFzoJ!$(es$4_>L+cgQvjxz7YXRKA0?KK*^Qg(ycEg3Xwn>fwf2$=*5rl$Nq`M$ z`rXD|5uJ$Zt^AB(sc&Y;o+N>8{pvOAtyjuE?maY^mk|$eM5?54r?4s7e5ZyVtlm6I z)~y{x_Dk#Yc5DaanA2;w+JkH_e9bm1bWp^#zoAkAMs>;l%M{Al~53tvJFeJ7>Q_cVQR=M?i4`OO-^YR4{bAX%H!wSicAfH}=HLL8 zLOFw{3t4giXj{J*PM9krNCe?W!QuToKP~|edH4w+x=(vlKEZ5fE+pnO4>8WTEOcy1 z#@%Z3*weX0ak%({dz3|W_}+6|0@>}w7u8E)d&8akh=q?O$~!#;h;+5}(A8RRaWfi!hU+W{ z9Ec(4i08{4!$l_>?kinfF|K04jDOA|(Lc@M-FW683FU7G3!)=^*S- z!E2u8^KD_DR4I>J=pona0Y(z#R^85$PS}BF+VzcNH8TD->Nu0z06(}h#ucQeA33&V z{)f}WVB8efSvvfHtz(zo=a#v2p_$l0fquC^e}rg>+v=y+X&5Y0z7w=7yPvj0i3=e~^r%ljBU-kG_!h5&2DgO2 z?uwJ@on23~h92L0X@P{#vf+Kkzxz~o^&3qHQXedOY=fS(mLt$GPuM~-T==O$0cQ=H zg0v-SDoN{++QYxut^{&_C=doh{CRhz?a6iQS270$;kfu7MD`^kjT~rtu{I7)F1g(4 z<75;v6m+bbSVW72WX$hC(@G5lkT0I+qBoW9T=49RVLqzS-2XBPjhRsG-fuT}SJBtX zyG`Km^+Qk*R(!b$QhMio>pH|tL0V=Dcw+ngua4eE5CvW?N54v2B8#uA$|C|@Xe(@a z?(^eS`45cI*V_)>(gvN98kc_?iBzR- zedqTP_S6Jo8p<&;&$JmEcK!`@`28!>aFetiRl*xKc{SS|uV3;LMp^7M1IT0h3y^A_ z7oS8q?YYnmV$Kv-x+jZ;-n>$OY?NJkYfV!)MB|?lz2IfsEuyZe6oNY`GqCm@l>k<) z>E0%c*!7D+`JEs_^f!`iF4$AV;(@l+3sL5EkHsl5#cHPP#&gG0%ou{6R$$zvDvn$U zF4V&?3mFr(s9t-g<8pDb%*0UlWNjlgp#P#WQK3!o~sG1bZ6k z#gl|PR0_Lr*53op-_!OWc408KnzXgnK47LMr+$uW*ycVU)5Bh(g|K`cFmZ9;5s`gc z?*s4omWdf-tqcjk?aaM6TGbDSB=a0dPT#y13Ey`g|8y6_%xa zl|J65TLJm$3Lmxs{yEOs6qFf}Ejgv?$u}(|;CKe}OiIiD_d5c*_8d2XACl5>#23!! zITviLe{1I22Xix4$H&%aiYeoUyS%~;n86^?B6P7{UA-RZKK@Ep+a;3sac{A<<7&C4 z-Q61^8555wp-ms&wMK5phy)5T!|n?Wn<7v!QaEMghUW)6hTW;;l@)p0#WLl8x!Tb1 zngi;}xnQU}$^`Ud`*#3vK7p2|l=NZT@UQxxtNUwfyCfC>-xW5p>Y!6@zTsGYSRa^e zKW1na?FwNnMC;ZTx5;O~d^)+}l1+vbqSYc}jye$>dgz=jQVT#cewjV`Jxc`?7)-LHQ(O3iqxfO8x%bX)xR@7V zuH@SAg;OsS@P(5-O`gJn+aWj7WfKTH0`J3#*X<~vnz%s4L!#4CLuFI3#q z9WIkOA_u1a5UXO})Qk>zAQ#s?XP5mVYmzB?IX(YN(y{Q}f8;-a8swn|LI|`hV4pc@ zran--f?}4{=+@K3&rD4iVUx>lpxSV~(YjYFpFx5tEqpOA{&36H|YZd7a{wj z`Wp2_6naU!ypHgD`e~y2X*|rQ0B)>sy@hD$GYb@J^AJv;?WRlQn-$ht}Hgi z$&~YkuD8i0dMuGw9zl&$yaDJPdmKo5Zc!=ct!6r*q5A;~k9n1+(TQtPdO$Md65rsL zVWHn^O~3?!Ey7{}%B0gypcX#bpvOg+{njRuPpE|=U0~dF+2&;XG@*%Aj@s*&n$^;J? zEgRQ)O21*H@r)C?RFimw{C2^@5IxZMd}hf-f&gDb!c0}7h`L8gPiCHAmS%XBgO6gC zVhs2kr$5o9^A-0ROIN(|nw|y`x-k1P0?S?I9)QcRDTx6eYN$;`xeJCqbKkemw)&| zF`Q1m3yIP^O1+XCcR<7Z{FzRW?8^Z?-N+Y;k}w1tB0n|3x2y_IC;UHG)Ea}KFnvSq z;Ck})cN#DIFbxtApYE=3tF_6uDzkQ(ExY;~WTNBhh7g2xy}pxyh2VSKHd>{qMvIF3 zbr&xD&!!gyz|S-N0za_Z8lC5gLdL`ps)BSAY@Z`(TUM36H+%uO5cOhW~ z+Nwd4!00P$4iU`e(HB>>6Q4a56}S0^I{dfODSOZG`Xq7ZodlDf=+{2Ns=z4w&dc%5 z;EI={rM9U@!qK_AuV>(y9Ao)ut7SR%!F}oBaa4b1scrsr!9;tSKI9NSUQB{F$)r}1 zKwf6=ztIsK6hgIEuZNdd>4*Jl8qIHUueVC?39NSo?C4; z?xX^sIi`;M+OlI-)68~|{TG3}lV7>|9~Qt42$wONw8iPgZa8KnKw_U(Geb71cOisp zTXt7~Kkvz{&u#9NIWnGO)hGOs={nLK@|`1<@<)P;Q3Lm!;5Dx0A{FXCTmpa;q*|xS zq(AQ+f0}+J;rlV@<=xPmGK6ubV%m}v`C~6QZADhl;Bmw3%JiR(iz!y!+Qy8+#{ifYfn;oKJy$QwVhQpEH6@BTkf zUc^vKqPsJmJE?w%SnkXD#jE`iSVaB1zj`U$S=7)XY-SDf&bh+o=V=)2!F&52U>L?> zipZq5P7Wp1d**0q@>nrcj)j%)xUc4$Sj$C}hRRx%JF}D)G?gzVm(%7ywx=zk9R7Qf z2h0Y4RK=~>U#_B{mK00FBC+Y^)<5Cz3#R7Y_)>XSx~cGx5P4qd)!Was53N|cZZ2zP zq9aAvFiU(hy~-Y#qoD$1*o0V0nwjNTcxwhtJ5$;Ljjtjel}5y+VO(NyLjgo>1bLzF zl=))UsHM^c(ycbaFR<8nCnN2MAVQdk@+COgpAXX=kQ@B9EDD0XOutU80k3@9rG$|& z&Id^)Y3M;D$VSV9_5afd4|H0-X?azo#I7N?r!B6gK}{fTkJ& z&u*`Y{`hwUM9~rf6ly7_hbk_6y5k&66(W%5I3-3A#Lgz#5txz6O&-a>GW>*%|L0Fr zAxr57v!LshhDu;wB-ut9N4V_7b@#zljsP4#xk1r@^zs;E`&MiH zoxD;-aA!uTQ|1Fws_Y%1p@aYn%GIL6>}n_a^K;vtr0E>f_h}Lj6-&A~{p9wGlPZC> z*p`4V7Z9qG)F1G$bX=nD{d;;nT5dS~_mnqy=p}KZu%RguDJWsLM>P4EIA z^9W!P3<=&-(=PT`{z_wDG+SH4;74=eG*KFF{PU3$%e#5ma@4>FF~9Oh1hBD8Lp|iB z9gC-hx6;Fb)O}?gXYbgb=8Lo7)b-zm!+x?KBMVP`PTJ8O7QV`qe0Fru(g) z_)>P!u3T|lk*c8TF(Bi{GG^8JnO3l0zjpfBLjdEFt8C~JMqRX#7GigD^F0O66>kpI zkw(GlLgNC-S6f5ugFf6*6bmW>ATpDhmrHa0E>vDGOV^(k_4BI#0L$`+z@&a1&-)nx z04YHi2){U+zQ6PhKruSDHpJ-HL4t_m2FXo$$9T6s6J6pZpSUbb82X;Xu&AECTJ-HI}08gJqChlYuaM$qX+>@oj0y8^Tz#c(?X3mo2Mej$h`iU8(A%*GJQ_9&>| zceFIb6>92yvSxjJLfbDy2y<-zAebQ*autI@1(gC3=U^}A!3296=n4&F_A0zsmKk`h z$50oYpm5Smssd8n8d9WOFRm((1M>q(((1PX&kB25g1vMgGj$lXk}9?4w1uEC2(xE* zKmA`8cX2dG>skHXteQ$BW-*wn2#2Vk%E-)(R5-S6e<{iQ3N{~@?Ax)_%&Fhs;&%rD zrs8SZ0raebid5D#K${~y?jwEWi^U+0T_mZ7r&jh&IWG~x@HOL6&Ss4F!?HjPwQWC2 z!|2MZ`8f#ASOQ4(5_Lj7io2hAy1Kg@B;c!CiEA4y7=m(?a@uOg!>?D=wSoB@O{t)w z=~F#3n+C)qkx_A)+J!+6Kz@*r(|(gdH>fD5KpM%@OFEIH_SdA*|1QI?*NiuIiKH!< zPG_-pf{N0DI|}Moi*!*WjkhPPzw{9b(v&cLN4kQ=?S(4aPYzxJQB?vIw0R;;zC!_5 zo^LJ(N5RxR+~KSpx*Em3=%#^(4gWP5`>9-QuXP8qdV+$VP)r|=8D^a#kO>)YFY)OI z74e<-{l_D^;ku?w_b2hkzf$5qO)8N3vTqcu9oT_$qI?}cOY;HW>s3wPOHl(1VYu#q z{WQ-whusG+Hj&rAHrUwL@8{zEI>qtRsrW;{bXw9|hQZ7+`|(ytF(OZ-8gsi2o6(CO zi_t#A^I@Vz?U|$w4gZG)wggE`-q!Dm1^_pqtR0aWoJ<{x%2Yx9m!C`VDH0iN#)^|0 z?gXac&l>W=WC71Z;lKEXz%TL2YzOGXBBQJ$U4EbgHdl_#L`ggFQMCzc8ish9=IgB> zcq1z43Y~!LeG;VlkDIMIDb>&T@OQ6iFBA-tgS!Qdczu?wu%IH=VX=w3d}qtLExBk$ zMWcG=qDhCJo8SlaN#UdCy94Y0w~updHb4tet^5)kw1;WOEt)^mp3IDiq0D7-QY@LrO5N>ARVbsczve-N&qU8Oh6{n+G(^=8~Z(k)T z+)D3N0PumEV5b7M3@C_*zHiPRA@a$Z)p4kcmR+2;y8@g!y$A>h;eWaI+D3T|K!H%l zu!)B* zy55)|Txa@=T>#R<{-h&SI3N|^O>mCcj;N<)B|1H*x*V6nWS?M+<#x2%ov`lt(lP|f z@Ay1`-?0z8^h7^tm2NWBBv<=&CY|qQRh$80`?OY4H|{alleIL!@}bUdtn&8{aJ;LN zk=LZ%cs#s|1xU4C&%80@sU{IjKjHm)_1>`G*8XTutejpnwIk4;KRO41W}}G4uo^3t ztQK|d*DlxZjl3$m`S&drji{vehyh8(S%IeO(SpHGW{#0(e+dSDKH65@93RPT!PCrK zfCzX`ZC`MzmW^oaSW_~kg4Sxl{Zb^Z9pQ4m^ZS*;WFfGN(9z_e#URiANh4N~@mE>U!e(oFkAoQoCM+&Qw3Nl*f`I22Uu)D z0r?XkQn=%`P&PiFtAqzw=ju>4YQpnYPCkZo9&U}=(Skx<-TH}g$i?GwH7EMZk~4Y+ zhDzG17p}Cg{%8Nd#}PUJ>G#%5*vpx*Xm)vT1oAvQ(nwph!`J=T0O=U?LHrSCJsp_$ zChF%0DSSSzs>AQAl8_1a{Hh0efY+w{`He7&!AzQlmAF za=Vp1u;zJB1x2Q`E=H;Ce~-t5We^4a{Rh#vL;Kv{#C>NSNndH@-TMe_C0J<*>0t+i zveJQ1Oe69>wQzO+)hhpQ@o_KIarW)tOw)1EN`XvJ(ZwOw2rbv?rsLKMWk?t3us3tO zIKk%tv9}xiugdwiDUqL6aJ&BELLXYCW-qJb;Vg6$HI?qi8nVa)?@4+wtb980)TPJyuJByT*~NZ0@3-vi z^JW&-J<$Q^092mkD^%X?uqlq>hBlfPMe0Y~js{sYKmSNVZ^*D$M)Zwffe+!4-il<; zBXN_(sP*W4?;1rK-uE{D5KXy(T;b|6oM5}IapJr_n!IxQIRA{BrKe%^B;I!aY_)WR zWBSa_jx7_5R9enkw_lR^Q)buwlA*`69S_7l-L__gWpxWP`%z&%j8SU;9P3QYdHe2- zYybhcBc}ZFN7<3ndVdCSLEju8k)U4<=1WY)XityP)s~78H^@7no&5T`xuc|`u0(inu%OTL2=W+cxMVIJ3%Y6PP5+`B&vQTDlN|kM z9VV&W-u&$H!^7m^E_5ADSR$I1!mT^b2UBb2_ik(SJlc|b=lA{!zsY;H9GtqE8o-&z zr^PRdb610uWTc&QH_Qe6@_*ZU&Ba*)-!=8bm;3HWb|*^-j(V*-&5t&lS5Ed;j&B85 zs`&606%)k^@z1n^@x?c;ai^o~HHo>321>85hgMrN^E&orpl9UdRH za`_hqJRY0P@=29szeacYnSRlI;s5d(MP@%@?us;8=jjtpe?T9$@}%mnKl3DW{b}q( zM#vw3DI&(JZ0x$Q@^v~z?OU0vgOy^`pXOgt;a zegE5qzL(Sn#goS!W|gqGBodO9v65|Lt0-RWpP!W1yFF%vj|aPxuH?rNT_nFm5%c+- z&(BX%g?|f|IX8b1@kpg)NCqo}Z#%5~>s5bqKsq3x2-aD4xIDY%!z=XPwe}hHr@59d z!lNDUd4+zs_9DWg@-nt~Ffj09nFj!oiR)DrX_hH}>hV8Z zDYy%slhq1Z)%rS}W9uGME53`P;g&g0aZ(@(|Eyu}#8(}cZ12KIPqogZ6-=mIfQ0SWp+vMIH-DM(jY`SfaS?YtY^c&92m3-UdOsO>5@GD(1?q7>zbNrySMtBS=*h?|KK9;|%g=@kVP@WFsn9ag>S ziWus?DMy^G>R(mvUTUtx45v)}C#t$tWg)4%rZQ*)1Mv0e}nmtF44czFR4leU*?iGkemP(lqrU^iQz zs5IN0X!PS?-F*iOk>9kZ7cXM`v_n~;b zPn6X55+kJg_(#qKev5HkMHR>jO;*{iOuVC#P)p)>u-Axq)iUp&mqC-zTo^N&~Rlja?m@kqWcAR(N&IERlA4cukWSPhAO zq*T}tbdRHG(_{${gs%hSAwsE}9}wi3@DI;6+%`fA*B<_js{o#)Ki!5uUeFT-x&2{P z^Ga0G*Nm~5sghp?K`LoRMw31@)nt3Vy|1K!DoX8pz>|bql`bcCnl;M?qjgtZHf(=& zbgqEh*luhV>{`9v^=zWXai^o0`@wg>8F}ArK2J1++U%O#3UT zl3Aobs+iPq6@^6WYz8IRPrj9zszMnGjfNhuJM9|SUz{COw~{z_Y3A6qK=dP$6x&;Z zh##h`KS15~{T~qquifwB9B@`f8^>xK$=6hBGFoJC9QjCf!V4XDLQa%;!ThifW0Fx9 z0GyaD_h$qd0${o#E_kx%#9RoUh66Ri<$wGKMVfbEQJSum3~e?(Unt_(&G)ldvdIP} zA=OW_*nX4&0p!H zmX3#`U=r&3=P_5?ty$GNAJ~CV+FU2rHEk6%?%K%!^61%^Ap@$29=g1=4i9eae=GM- zPw_WJ*RFri@xo*oZFF_CIKee47Y-;7X9FIbJyy0n2D#5=&1&l<=?jO0^~v+COJMt8 zjzxlUr#&M#sj+nN@KZUqgs}>SE9%dv6#L}743|l!fA%(%!}ZkRLS^!sV2JIAFd$C7 z<(3xO=!sg5h=fuB#IKk1(fG^f_tt@P;^X#9@bfp~kdun>^YoL=WFruN{$xXm2mAR0 z!X%n7`&!Te*V-O^#AeCAfLc7931tyP35VSW;3l_s(zYCkd+UK(+94F2>A&? zES?t*Z((2>avcszwJs<7w$sPMSf=*OgOr;Ez;7azCq+E!`?B># zZTWD>aLUxm?tsiekBo4RB$$$$1LI38BPYH%loKHD{H!1tBwG|+s*EZ-2Fb%Y_rnz( zk=abg=F2~FZPXNVKctA-Djh1S1G&`o+~V%-4X)RR7Ued}{Y?)a*|w$UCpCNMO-p5$ zEivas?$k0z;u%JY6St1=7js{;CDf$rU=|==ui5Fg29``KP2PN>qR+k|>2#jP73sJy z#C4v%;?fT6{3B28BHYxiX6?(-m1su46%@d{cl(pmMN- zOYkR&<0-zUKB$hkk&)O>Sh^}hW!##D@zv*}RzSXVHwGRc#F8B;Pqg2gB6#MUt5(^M zg~mSp+B)T}boP|$g%P7%oXR>t?WqWt=4`KDpX`4S4u(;_5?g-8Ssybluw5C>vzCaY zw{$t)wFEg*TK2hiD%?JWqb{`JaIA^bVO&#&%9LXO~z(H=K z4Vu2rpzU-ANzm#Iw~LdyojY70%+EQSbKa;OvCp19Teo*D$k^AqVaxaxzuJCdKS7a5 zpWm6sc^5tldXwraK;+kRe!=;eh2+8}# zTl-Eh1HC{3Fe(jV$A*&AY9q!R0t^Hbp@#1+>d&dqh#6`&-?&W}aoBPuC#p_h?{P{w z?+v{q>cK=39&%2yY=O9LK1>x5bk3W4l*io1yi(#vp(69DM6taYp+|G~Q>bDLug;%+PUiF{C!4XX5k$-tU7B3xr zIfD!EU@>y5gU1NHv#JW4KSIAq)0CM{uVcjoTvkt9>w-Vvar^*nxS(3JhK0GZX&Pp+ zOBFAXQ#P3SWGUYI^r%Z%?`!NrH}8qbh1(q@x5H-A)FV!}mst+!B18$@1H*KzoL(-M z#f2SKTDWX^uSib4AW@}3X*_4ElABw_V+r`i2$Xp0ZiilH zV(`j$s&;|(g`@fM?l#jkE-+vUTM=riKFXQW%wjMKDdM%Z!SufocFC>eRQExG`k3p_ zZNpR^Ejh#J4Mmv3DQqE{op?LFhC%<{Jzyzb>*n6+GB}T_KZUvBB?s=`g_ka1-7v-D zTzl$FR5doR3F@CB0E3biIzEuhgZ&ggjBR{ib0Fy)8oO`S=lny$V?P3IZPc(#RLuEJ zY@ZQFX{)%KTXC)2@#Z7>y{WN>Lnh`CkC~;!Il|rdV+|SmIW^18)S(4`>`$GTuCq3& zq~pHHlI@R6fi`5V3KLEqit>(c8By%a9*Ez)p6?LFt}dTB;L$Nig-iVQ!^u)%FSGXs zwZgb{jAG}J21FwE|Fw3dK}}szIF%}*1!2mfgk_+LK~^CY*@7ro5ln!{rYvokYQRbq z2+ATVN<%?JM}#1Rf_rT4|9{_RZf-}mmF zbJy?t?woUO=-~E{23cqDW96HnLP1 zb9gfzbIGyJJ_n{Pw~Fc355r@EWtCGeH&A`H*$(yV3j0C^?saWlpC(CD&7s8xIt%DB z0HyqH@#$+1H)h2@%HRcn^FAJ5VA5RR1e~1$hj@C(0e@j*^9Da%9HT4DE~UTj!?Etq z%a~RNMrPnW>d^^0B6-J5PgaG~U)I1}ZhKrx|BmOsYWYs{& z(V-Pi)aX^5&7EYhV6U?aoqD5qvRilTT?^oJJqHp8Rn3m2Xvd&doBO6jLeFf+<+ZsQ z>0%pmhCqHYTtgsE%}t+7LwK95bFx&UGgeG%umPEhr9{c;`ptes(ZM}uqmW)l%o~rQ zPvv`hTj0~l-XY5~tUiJD6u&W>yh<4jw=pe|_cFRdGcZ`!PkK~$4FW1T>xF9J=VCMO zbN63^myed1`fguo_(0NA1xR3LI?=Q7{Bxw&uI&J$D88gZL(MMKV3czyvX%@{0T-(+ zMi`>GW-HQeETU19Ue%iexY6=9iP}){D_-jhlS7-#eMa)?8P3N@%;o(#tiG|ypz6fi z4GTiLC(;ZNhiLLaX=&@p+a~D0sUt5Rrp-4i;_%UOK|cSi1;;W*YN(4>cM;Xp(x%2< zdtpeo9@mZpk^}Th^K_W(&|dO`B#-6H*x}Z}`nU1kS7N)#4@5nkkwID{Drt7zNZw1< zt4Fi8EiNE##%tAM6u@>qmDH!EAGc<_KZ-?@7zU>{SS7z5!;T!`wkOd$EZl%&T@C

#abn+p|yNmmP)%?dRIAJ$5m7=MukzyfwAlf>v>dIouk0+|DoQW68Z7m z#4&2Q2o4NZZT!PzM?d6|F#|xDs|y~UlAQyTSpvW#1)#bk69|NA zF+}_KifONgyr%De*T=aDv;t#&feQ@QXg&`VrGqghetb>Z`#RY@<=MfrkF7|wHbBXf z->8=*5MeH67r_^bTi2I5#Y@n8_@DbqJI2td#USJ*!2(D>BS>@K0>`wUcf@BQiD+W3LomZgDt&kUo z+$CISI>)v_nR~dw&e$O?709OHP4C9Zwy+&=T_tvFA&Ar;1GoQ(+tAndt%MnWfAWue zXMD00a(AV2g}Ekv{-k0d6L6`Bwz%nYC}5zv>^Z-KE0QT0+fv%LW2{9+EIR; literal 0 HcmV?d00001 diff --git a/Images_doku/Y_axis/TempMaterial25.png b/Images_doku/Y_axis/TempMaterial25.png new file mode 100644 index 0000000000000000000000000000000000000000..cd5b2a22f25eba8e7f1f40bdd85fafe8b7bbf8ac GIT binary patch literal 63929 zcmb@ubySsG*FKE2#HPC>1Oz0MMnD=wI+ZTzZV-?z>6A|C?$~s9cXuP*@ZEUgIq!RX z&U=1ieD^EjS;lVUE*2m+=-te;$tBPMIs+F42$9b6?Uy_r*SXZd|*2eeZ^6@NgOF zOEc1g=lnPOC-v;&#U+1vI7-U)pjrR&RK9*~S3LEXhY*iT+2k)z@K++bzx+L`NCya; z;6G11xei=l5bzW<&u))q?Nd}11yyM2=;-9B{PrIO?lUUp;O7Gzn+f=im&?BUt&sW{ zRFarPoHoS~atr5s)8zN(RgL~5BeD$pwY!B8`#z7adujRGI4V#T^L6%t67j5#OM2Hm zv_;G#2nYy!z)SX+FJ~iP$Yn$na4D-)nuPtY@4ZEmgiQ#N2Ud66KiI4d%t%MPzQnV= zqoV^GHE>O{K%-IpcAdcu4M)|&z4~-SyglB$;YDt4ZvE$aKQ_Y=!RWe+1?TniezrwA z?3W)Y0s;cs(nEM?Lcm8I1nqm%WkIVyAR8S|J{@)P-peqX&dASMb`ohX)H|x|PxYdc#Eovy+iAh&LhW0F=`8C}3nGJGFGHg$v)P=o zs_nQ!n(1ui%GPlDg5`CnC_4tX^LgZKB`LBaV`S_7P^v)t%c?oDhsN#*s^0qj*{Z;- zWY>?XHp4>Uo5^nKk&%&G3Rg2dQMBy>DBKkE4VT)M(|R%flNxSn^78UsZ;&R9$Fjq4 zS&Skrkq)5li?mvOy6@z&B>kU2!HO27VjZ-0g^>s8Fz%fMu`Qr7fKS7#f3zUBuZHlN zt+kGUWvJog?S-RYt2G9>FB0_17$_9Bb4(m^XZ#6UVL-qd%Rh=WY^Ako=|V}OFcCU>@iCRKHrnkJSBz_lj&DiBW?#Zn*o{PF+Hyw zUUb&T;3W91_r?UG@Lawn_BEFA+4V^ei;kuoY_wbzF0nsUzw&r!!;tcOE*|Ztkf+#P zqsWde36CVOz(|MQO3p-ae0j9W#GzbG&#ri~IT-UWIgrSuH!rS49R4FplZ39 zXy0Q^$ZpY;%Vct?Ax)A%b9*?|`CxN4uH@X=?D+XdGhEPW$5%Y^0j|S0CFYAfH7KSj zOobSnHv2OQ3-JqJXXnnQW)DU4#=FXT28%rt&((&CR$4vsqSOKSv9dg*AYHbOCeK<0uci2?ut9Lm`g5u_zvz zh1M^nJRu<4+SCMJ@8qf9-{0Nn;TMYI9lRi%x7(lTzB4#{0Yny+T>Rfc&=aQF=Ii5L z2E9W#C+{C4c~Dd^tu2~6LWHeHk$Rs#^)R0jzK~;BqehYI+y+4*fp7?6PD7XHrtWV~ z27^x0*`Pbk=4%y*J$Ho>V;5a7dFs==RIWw6lEUY?#^Zy+AOG#Oevb=#bvE2Xp6kKh zp2@dDLX|N`;5>LqN_z_JY6jslwe$0NO&v9-7{sp71MN8hwHUmcDdZAL3ViN}kBXZ0Pogakqlgyn+^GU7l_Z!NuA zEgo#2XWH-tPW(%PQ=5u}99DwFI$UDKu6Nhnq;|37XWLoHPTLkp##Y4^uBtISbm-uh zwX2#B3_Xm=dli%FIH#fH{)^zX}fqK>{UGo!l^z zDb>^SF*&L3E7jUmCD2LODF;8>oQ0<)9VEk2f}Wn9IzFU@;HqY-FVbYuMbEMu|Daq5 zF?V^mRvRhcY9(3$D-9cL@SVSLiV5=;UOEQF+FvdKNv5Qi#EXbRXfwVHPa* zHHDm|rh$|xJ3jR@u^{?gaVW!Mx-U>*&4W@Whx0t7_xx(%0wz*%k)=h+A)-D;hwFxK-DV3*s98r^)RMIedR z)8r^v46lkqNGwR)7RbBPX*;o@sYQ$rDY~TG=h#xr>*e3cF*-ULR9gGuIe1WO2Cs(bu`l5Nnsr>p=A8OUSUHsmM77O+}+$kK5&!jU| z=7$B}Z0^n`1L@UjyDB0h0XyJo`$;c5gmqSs+pw$OGC`v~QRe@y2cVB?H4CqCjw}#l@mqBT}(UJn0x0A!!1J0P-?jj%~4xz#V(l zLRlsfw>~^N^4JA{dxj~KBc5fezsCV#)5ZOdAW1Nb_bpimh?oyczp#^K`iWKrlf;zsH?F(9gexK96_>c>2SBgBQOI+0n7l_4^2q*aLX1 zb@wzCX5FEZ1MY6{wwjz`izzAd;k;Q=izzWDyjtR7i-~`JN~;>B?F39tHRrOz*P4?+ z5h%fT%Hjp}B5Tn7s)Co#Tn)QUn zRC#ASe_hR6Ep-mI_U=V7Mb-R$6^|D9(-JGP7z#@D9iV8x&jOLw71sLSsA*@VoTNQO z_4KgB#Dy(*Ei@t{^cK04s&9v2pZspJpSJnaM)WK)w(Z7ynol1HWIs4|Sr_irKePU^ zv`O*un~bDlnh#>_zxk?%I(mI|dRE&2;w$9-=9ar=mzKNI6V;_-0RrfM-i=#xKdWN& zvz4TLW@b3r;fwD7+gg{4p@NOoRJ41V-~QFQ!nbfP1Z9<#DS0kaDyq+C76ZRa#0SKi z)qXfVm|u*|vH_sE-_;3DgwAeDbAXLmeAR-J)STOcCxsf-|I35|JUq}X@6OmnJ9QW8 zg|tsLOtt5#yH`qk>2UyX*q}ro9uYwYnn)9(ZL8T#>IEr=H~;PkkG|^vbeHd^&$ee$ z<`y~tz;W440R3(yiF(0dRl>6OWmUk4>}&SUv7EBZ*6^q(+6!_Hj_xJRs2HX0hh-_Z z>(^Y$Vz9rznT(p2>luB0@i$y{3+nDx?RpC%Y1kVJ zD^B|Z8Z+=2N}5;%}?XhE>(9WT?IFBVF9#ic^Mu`V^JIs>_{CHrc~jDY+T zy;R?{U2`D;9(TVz#SVf6? zR2gYk^QenB_Uy{zppbp&=i$nP`T6;T+x2uRl|F0JDRXl*h~T^B*3PbMPb0r)KBt+P zwh_TtPF46UMilCf>$czEIyV=bA56yV`&lLf(8xP_w7jwjh7lR+fAFIaE~blQ!_kF% z!gL~>6fPO$oD_RTss6W#t!vueEt*jb7SgJ7^-78goz#({Y0O190K+b64MZ#w()|Dm z6@L!vS8J8~Ye2ye0S#w7o=e9OgLsk;i-b!<#A?!b+_PJnpS&`s_@HTie5n3)4X$@cR(Rk zVz`6-;b&m|(Mam=YAJ>3_HZ-%3X+8EXnPws39b|Nq`cUii=)=_Y}wbeO(*1Toc;cw z?txm}^@^oNEyB}#AE;>gk%%})dRr^roQ=KKK3a)t*iD(R zmPk94D<_$ecmHK_E9fqqLnv`otz;uZkl!mjCd@x*JmA}bi2rViw%<6ZKJhc5-4Yn4 zY0P1?SDJFI6H=eTW@a&jJ)vFNV>Wm7cQ^!x)LT_Xq;n~&)t-jh(y7&cge`1JYo`u* zhD)sy?>Sy!EQOa1DM_?p4L%*o8`*Aw>~h@<_F8l_L3c^sLov;5{bi7vpxEc-4GSKN zBmJQMttEft-o!egzzB%;Pbi3Zx&n&ZUMP}kJogN3kmzaS z$rQyk&op2t-(MTb-zuZy-qAyeQeUzmX5m0%77whV`Qc*xRR|HC@5ZDk1`tT|$J+T@ z>BUZ6N_oq3K);Gam}(I{+`il*MsrZ9TN9eM0ul8#DMj8D*48x!_I6y~c&@q)OMi>a zi@&|H*i)}XL-)@}`#(@jiqLkPEYo_nV<4?N^ES{G=agJ>Y{^()H}_M}AgLob{v0b_ z-z4g4RmI1tYNH`yd7I!7=ltdt5mQ|PAH(@SRZ0tfL-1N-w%tGZ{_RaxebAnJ#C#^YI6oN9h0HqKBg z`uE`VZir?2n;QKHuQJ8E%0rfsx`)cFP0SqTd_9)kGe_+)H68!g6=q|UOnVzcb2RNc z%^ynZlPV2ou+8i84I2M8%F}C{5Ba|wW!t_RVtemvwP|@+FwB=Ia<7U)#&YwMzJj(A zSrau?io|lJi{Oh9R>^J*Jk#jVQUrFBcYoa@Q3S-^HaL=U>`C<-=izcgIm=NAw!j7O zO<+$?tNJ(V0S=MA>2g zMomqP2C#6R)erY@?e&gP+C1{56Vx#N$u<*^i`^W`<0gE@scr(F`k2ucav5GBb0yTRr- zPTS}`G5!Uhbf!ykJ`j>oRef>7X(NgOWZY7RlYV=_vQIeO3ngarPI#OA^DjT%N)q2( zu1YCRf?Iowx|^MLa`biY?3^foK<;rbgiZVRS_@rQ;>Z2eMsn-!2dqy~!h1Dwx08n2 zqo*%Np2`^-@=9U2FzisJ!_3&yT5XzM^z_!Kew4zIzV7&0FbKyz0_$SC{Z9ah&}fK$ z1Q7~KYA=ZrS&Uf&cyE_00q6y@t!X+_uJFk2A`!pg*VW$)oG!zW=aPx>PvXAm(OHHd zeYm^eMJHf0Lz}O=h(60%C~0tk3m`DB7n=aPx&%Aioi+B}1q665)R1#1v(4L-IUIL4 ziglt)PUeoQXipX*$o}+^HHOmHzsRB<`C`+O*4%lgA=nt5?@El8oDQqcbXWryf}E7N zq^>d~3D^~sO&nIpv_Jh_HY{3h@<#ck5Q!&4oRY}TE^89P3sZhIJL?t z7X@JxGP0Wi^}9nwMC^-=z7NlQxpuKnL3h~t-g6d8XTp)8%|aP`U}86a<=p>8+{mYU!$Z7zmGxwI@8_L(-St(TdHR) znuOfbpIA3EOTzQ{>sQWfA9!t1jgKGMwv|)u^JLP6SE7{EV;n7t55O0L!Y-4l)&;ms z+WCaSezj;|fCgtcZ93w1@^Wed;3ouFAvX&#g$=Y`Wrpk)YIA!KA+G9b;0f{fv`SG& zY3ySb8jJ=hKIQ1T#H|EA`7}5qyx@6faMwSPmPT<~xb;UN3*aqRhJ%sj5qy3%)Ib1C zLR%-@ZfHI^h3@|rL0V->1qZ@TpkPB08sW=|4xVoQtcqV=SpSa$<{qHyEQ8hQ-L%(JGyW18+lerahvH^ci%^Ff?{5EAJ3Y!oAb&aY6=pdTTjm9m(t3pZV~`i~%XJX0LyL+40lp577y z-N&!T@E-1^K;foVcaEu~I?T^$8#{P5B3|?^OPoXOyar1d9xn`$#A!<_>|2eDt}Y!8 z+v4ZE$8aR}K`8Ao;@50Nr0#IWp!Z!ynWw0$Q>~RpF=MgIR|&m#t>KMXQ-1-Ltz6O$ z*AQ!Gyc;0r>x`}b#UUP(GDS@dm+spD+M@b*%!VWK=LToHY+dm0v>vBl;e4Tf)c1PO znRF`I_4>oM{JceLP^pP22z$WuEFTqq)dP_}R8Oe@LBzRa&{TuVsgAy(x&|rX=%9|o zA$9#u^wh=bDis;>@6l0qG42`N^@v&C8-0BM3x53^wQ$a58gv@I@7%r;+$$t@ug+lV zi#5hylHF>hcdRE2HHP_Z}=hX2d1j#W|CT0bYskB-oFINO`P zvica9ltsd}G9mNIbZtK!TrMGZ^7S~NZQW&&T{Ji9KqCK%jpP(4P#!L|l{$PP;ETKKE^ei4d3M{VtBAl{l`Qu_;lqVJ9c6 z4VYis_1SK_1lv3XAlp#$++jY<@q_?!sz0SfoF5b|^z=&Q ztQkguN>ydxxREOx1pphm5xA5o>3PffzWlxX*pbD+>Pn+r`jWGM{xIRbMm`1Ol(%P- zXgJtMu}S>7Uz%ZYpzJrQFV7k-ueezH{N4Uy-ART65!$BNPjZsY0F z%&qCNtSS_JWIinI{r2O!pY`V>Cbj%8J{l8uyGo!%m2Drv)5Zi@>xt#B9^@RsoOp_Y z9cHaRi1d;(e{ed$>rd;51QVk5#xSsrENN=_C7b0b6=4I$zycoO+R~zi>vtRJ38fKK zQavmYtY&lBQTg+?W}-lS`LmGtZ~mJ}N#r&q!^ts!UsOjuFuO`1I}g+AtQT$#C5V?# z%^^Bs`nwm+HJ9#><;bnL!x5tn^4#Qy-CwST1fuZX4vCKLFEx9XQXz3`*OD?{&ed24 zmCx)oxre53VqvA?T$GmH3En;%9U`QgBblR`W4Ix%g)k+TB@h$(J5f z#2dYtCTveXYfOLd{pf(6QqQzQp$e4ObL=l-5_qwHpVfSG%N*^gpy^`6yg2QP7idBF zEa)&WFdxN6hst2!5cO>9&S#973hgbZ(Iy zQlNN=*L>IH@;HIg!$exudm8j#aIMc};xwNu&8wU{+SCf=-ZM{+>R(^}JoHeqle5bGzvsc^C^ zb~@X6j?ZRBx6vQ3uiwphfTLy;hE`7&P8y(@%;Qq;B8cWSx=t35BB{5oHR6db$QZH> zsKUoZi7{W78m2CKSpLf)P8)}o9NoZENk>30aZxDQB%D6UXO$cvKbrwXk(_g&i}Gc(g_D|u!Tnc=~S)2Z>X<)B6qd!o7a?tE5gw$ikM zJnc0O8wGr|NeZ9)f7FP-R51oDA7=D2ZER{EYJI603dycG^WX}oK%lBacs1thsHALhnP|U& z))`Fn`Z%5G{~G<(AJ>%96*nK8vry*~K*#9&9t{ihJFG%9Uz;C%}NkANDu#!opg> z<4Z3rKIVT^oxeyFN23{5QVx=wkZwWsI$xJ>Q?!U zK)9OZF@LpMn)tiE5Kn*(t;#x-()1rG?>~Z9z=-a}L{F&oX^@*=jrq&aS@6K20HpNP zso9JY=t=qL*;`y>SC^#N^S<{?X){bSwZ(70);dOR-Ig(L4&k9 z`m(kk+E{sd(~P>>gz9&JWy1&hNenVG^{;fuHMx>BdrHf2 z;9P$91p*cS$X)DZ7v=}5gvw?m6s-LLGb)6#cikKW`1G^C%Xrl_qIrDIlAybpLq_{I76>WA#twF=~??-HvMsz$E^~E@#A1y2PE4gXB%W-mkJBUe28osbAM$ zU;}*tPSXYA0bLxPUwZ9+6Jr0#x5Zc_Og3Mj?>CGN%qCrK$sannkZK9S%z;gdELANJ zh^+JC8E_lwHQ{6#EM$ljMr|+2o@U!gTtm;A~IlcPRLs2QPR92Z*3m zD}UEL{~>g|%QYC;P%-r*$9ifYQ_4xmGNj&UG&ZlZKBIg^Yv1j1r+ib-*Zi;SJ6!PSMH5nKr~P{1&`$KbEEMH^3`_QKp_OGC+j+uVzML5YBB(V422w zn*t>^N|euV?zX&Nv{x5B_RZ+u_-3U15Hz=REfmYay}wmqFOhvJD2H_Nf;GQLr&lHxs8g;%vG3Y) znhanf&^};TeXYg!ptKG8v$Fq(W(Q=xh?P0+B-exLoqn@0j?d}10F}R^>4LnW zfR+F9=zRa$^#A33Kx9a=hSq;KSeE!AKA3lJE2fo)61KH=6A!Y;<)U;j<-2T<%&i@*m*zl%Rw zF=23VEPBs$=l!E$p!6V5EDo9M>C9$+(Deib-k(hy|1;WiU`U|aBCMWYL=t1JbD{W6 z7i8`1r-=>yfewK3Jd(V;dK96?oJ%4s zftGRSpoF3ywsZEMhxE^QN+yu$RxN6x@^LLwi|fu)Nc;WTnQ2M)|cyXD+ap8AfY-U+Jzn~$7cczl9=zn!02?{g`ds&-sx-7 zaLOE{#~vC$gnH*_O$(Dew#w_n*s zEO+|})hE8)=f_&cn=fd3K>?##QWz4E7%=j2cNQ>P1tY!Nj%%vUEfL>Kil2`#+6ZMz zxVc8ZZ~aJzXByM9tK@hWhw|)f`@PGj?*=CYtTI9+x&GYizHMpey@Co_Si=-(O*wOn zFO)d_?9^X{86_tg{A~XLru^zC>_vw?Qv)y819QLVs0{Dtb_6oGnSY+_QMa3I7)rBP zh{SV8&5Mb5!^?0)ZEJ8;f#C6hkR-OXTCD{EOoj*Xx*lUK8C~Hb}!Q(t;*+g*8TYgISdlvc)vP^&@v&nSaofFDk4|sbJ@P6#Fci$O~q&m z-{+@EdXKJXP=W(`1TblCp5!$#q#F@%>p3O4@TjJ{e4f?@8coQR9yX4cjHgLV${{pj}jW{@{zpFc@at`_Zke!g9biowZws#!kr}K>87q zNCRr>szN(wJ4Ig$*^K(YtKbs=iBVpaFmCOTmJ;8-Gu^Ct=9ir4@Vl=WlmZFh7+CG~ ziB5;Ob-m5}^hhGBi=Tb|m@j2_@UH^Hj(EsxqWcQR4MnE=W-;xHN-%{~*m-ht7o7Uc z;C5hz6Rz;bJl%s?#4gWD1GyU9MXT^IRzQ}`NJ#6f0oR+-$>wZMZ>sRxz2;CC@xHAX z?c`=0p7lvjAAAX*UI~z#%nj~N+HR2bN(_LDTCBU5m~)QvV0|=%QL|fls_=XK#8#ZH z=j>l~J;0&P;DSBM)Z?kn63?#R$O<#vMu(}pDe!mqGU7d*}Uj0FMQbHj+@ns`60pkc8c48%y9r z{wl%bAaV}{dd8Sk@a}y_12~SmwX`4$=;+U-BfYdha}5>otS$8z#VVlNMS$7h2~&M% zVXg(x8CEl4Zq^vt?$(J~FZXJj_jY33Zus)J2m@Y73ELGLL2iB#$Qba|a<{`v*009~;=Y3YP4W%KJ8(Zuc^68m0CN89Ymc(Zp8nHm1J}rVZ z4JtbCRFS4B}kke~Z{0a2aFb<>N}R@c^NO$67U zS-y~d+4|PTO2(2~yT2UOWbR71b?!C~ezlc3dSYire{rmMu10%!Rd4@#jrF*s(eho= zBvinH#7(_`IU(uESOXEKhItV#tdT}?@ZB_DQLGx}crlBZEs&Mej6Dt=Zk#nW1Np4B zs%E4f3`%bIR&VgEHN&zd-Lt>vnvi+ij#W@1KlxQyq<9w+5bk-*=dERM-YSvW_`Zk$ z{6V-)?qtS~U5VfeU~%W4XY+;xN)2Qb=t= zgg8kOULdv_V`K(BH1go&QcfUsqmL$idr@^%wQoNY{)$z+E*~@b)}A^bjsI@ZRWbqO zy4;T+`@CwH++XK(%R{qg@l#jRv#AbgafOTG_*Q|}SU`6VsVVFhh@CQe*HNY7%d@R3 z0e1U}5Jzld5wDH9)Jc@}eZN46lhV^9StOS6LHE>rz?+g?TsW`w;jEWt66XiDUc47V zKXVz822^v~0{=zE&HEToB(Ft|%jw5-I@gqwn^b6PR~b;UC6H|X>tS+rdKRF1aJ#P? zOU&<=9zzy)#lXJcnmrE9zfwqmLF|)yVfKW(RGosc$Ow>(DZs2hWD7Qgw6;ei9WbG=C^Q|da=eM9 z)xT)aQVyCCK14|~(&|cC1be>DsA3SL6O^Lx!I@c?$GcO~?c3!?MXCrP^^J8XJeO%0 z4cQ)&P7(RiRh&!YHP&*Cw+nJvD3*vr=OSzt_v6n}o(ASH`8;koh=gRa1R z@P#WX-_TQM^-N+^QTHUfwH%i|s*2r;W_$IFn)IWUj}gy)<3WMGkiQn0yxj6B?pWa0 zL8Uz$Z$rG)Liz!a-T@^MlD`QDNu`+`lc-KmE8s=U`M!Gt1wr{g%d3Qeaj(}arDMW+fb|ZQF8J)9fE8>%l;HZ4i#Q_r7wHo(k z^Qkc2?V^!0P;waUf%hyWrM4kbJK;d!ovUN0FsRI=I34E8omAmaWH0;4MA4nX*BYp?H7=A^Zxnl}w~CkW?3Dbm@|u@hTs#y@K)_Ro7+8K4YDk zQ6KBd=mi|RlpWaC-&n%qH#Oyd^;O$&GxohZbd*6HThUWUP9Fv8Yf)}i+~DuLL$|I% zW6hzjxD5Cumez^5v2h37iD5HHk0Xet>9L1)KV3L&J)uwGqY$yYJ}Ij=MUs%?+_Ek- zY6-4~+k3@n@ztWphyWjVKU4&D+YPGb87lX?M{Gphi2s|m_Vt2le$kn>1d32En zbbDE5K5e);s%a0QxYoxMXji~%gb>nfBN6WY+$Sa>UnEagJwhS+t6(a)?H(goZ!(iN zuY(&6#+GGX9Xf-TfB?&#dsMsy4{29V&sA;V%ZCjOdZVt{HGn4S13HdcSY{`)r9y>6 zkg@kGLZGTa706WlYAWU2nw73jF0R>PQ`ZUfyo|aXk|$8Xu~zcW7037mr>=L}l!O_g z;;J%H`U3@T+;*QOVnBBlpQQ1@3`%Pb5N*gztz+Wy8)oH5_bNw-XQobKa0+wvp|^&O z-N_^;ju3^VhiqT=@5AHY-WdTct1H9M)~P?HJM8^6Y-Cg5vW{-d_=~VMc4llRsg4ZL z<$qQGrkxH6jLn#QzzsftJMA*w65<;KQKIXR4B-0MOt-S4I(9SU5?~v&X|Q~z#orV1 zU^4HfPxoB5zrH1cQ6Jf7Cg7$a<#*Dt6ssumiFxm)Rap;;0#PZb#V;n%HztwXG<4~x zc$FUsy!7zrki2$0dv*B`Z5LEO5FK}moP{m`LW@>ix4j~kWx>yi` zw7#$a!{?Z9CcX&sQGpa>lApcggFuug4^LAAfrBjK_D)5g&EP_sq^MC#R2I#xucvp8 zG=xB$+@i7)KM@1E+M5@PfIhwF#1iu63K9a%N9ja93A^rorz8e@HSOJR-^4-xCNn&C zE&ZjArRJ{Gy)43ll(%6$d~zN!uy6z)STJ%nesD&r?MLrh>T2zxy+8aG#eLDiv0iXi z56eOrb%SWKfI(M9W$n$ETKi8iy*S3~{!YZ|rOVQ}V&gPKCxK(O$PKLJ!I6;Mlr&^f zkYKL!2dJLFyfw0(bCxGao8@PnGar>9@Ho?}U^%xDb$2vf(VgT+cvUIVk5cKqI+U)i zhlJ^-^4!e!v|KIT>|bLki{gQB)84HR;x_2SlFQ1l7@+{Q%qsDuYMtYY^ zA`g+REA0Mij`j#&VmMuAWKgTu@7Vd#zy^j$1XbO z#C@@@n6{5{Rz|JlbmkEA#V3GXvUgc1+`0y<%3dF${3p=(o!f^L2cHZq()tcx-!*;d zzGbIM;N~i#Up`a2nqE(h^`F%h2Uj?N&>cQie5`@%CZZ{DS{VNqs}G(|dt zwPnjE6?w-CQJ0V3;NxvT9@Rc0bY0n_WGuJ*`MiYYEo9G>qeFMQYLZ9aym}l$eoB)# z+X!0A=bKz@SrG}%slZ$jDPJAG8ZFm|3d>|zRi-Y#gesuKl9f#DNy$PH*kNQtd_sOY zh};sh`w&4Ku0gW1T@@TTKPpe)bkk%jpd-jAZ+O|LFt40H1N!b^ad3TgW?M<-UMW5L zLm<)Lt&qbZ5K?Pvypks*j}p5Q1@5e=;iK}$ege5I#P7lwUns+VT;u^)8~hb8ZvDI( zuTkFG{YW95M2=W|i91l(;C4n*#b^Y9n659;MS4aBRbmv5Aeh(fKOKX>v_W^|xN-Bd zOB}c(^H;mQ^&QQU>=iY=h7#{ICn9gWl4rHBI<-cAxQ3B|Ydzd!cJ9J%(r)!j(AQ|> zX9!Gsg#@QE?v`k7?*7sE1)GbnO_LML!Aoa2dDrgBcVP=O;F%|Bo2{Ps!y99S*)vTK zzQp9GZA&mshfZlQAWSDg)bP21Kv5k!hjxaMUh+e~cLBeeOc6ma#cLH| zVtcPfKsX+CH{o=1UaRf|fvxb}0Wp#H`$MBGvRh+ZF>$0abMv(yuJ@NiE4s~;nQEdV z%;wK~I!D|&$NLo};X%sGVpt{;!MZ4Dog?PhH@&UAnvm>DOKatep_~-sgLC8@0=hr1 zM|lwBw3wy5-!byIV!6bcS2uskX@cM2U!PF}0e*U2v$sI_#pZU$kC-UxlVBNFZzEN= zFhfYH0+7yJk3z~F=tMVIJxGJ~cQUj@vp&kvpwGLGs~J`2cN&qaO+tgUm2vR`Ia`_9 zQKd7vH{5ef*=g+VRIst|FA$cL^yo0ZCcR>}!&T(mF3Hi}piL!agkF5h{z<`?I2C=o$pVmtUhHml%Z8IK=HC zavw&LpS9;swyftSd(+&t^?k|!S+JWYpkg#o?LOW%L!T4Hx=qc@$fcyY4(H*8f9v~A z>ZZ|V<{4xHSTd3y91C@8<)>x5wLd)QtwngvZL+jS zR!2n}5Wc#fr$eezpJoSK@(wqkO2`ypNPfGw`rcHuv4tnpgy3Qpi(rykgr$UWEiLs$ z=g3j!#)4>{{bg(^`!8OFeg1w#iutC+lMHhLn*d12HS5?sqw?UgIW_P zT6|R)--EY2Qhpek!9AACn{nrw!Oa18dp)JKx{hBU%qV^?1m42IU>oBc>l*QekL}bX zl>8xVAtE<23;33F(EMm#)FiG_=oDPt*wst@%&{b##*_lvXcW2?bR-*MdiqS8Jw&Yo zw)xpm9=>r1;f|82gtyxy9}2FM)SU-kN@BLo*}3nsFAY(v%-w{p3d>MJ-S?3!SEA>m z>NhXZ?HKTb3ru;^8&tn=!fu_w-}USWfOb7*X2f!V>s8vrZJ=y{OJRejs5k5|PM+lb zvl5ir!xRdkaeGN?9MS;{F>iLFuB^ISmq|TF2hnbN#r2A!`&902F4^sh=kVA@Pyv@< z)|FVI)5^y5`Jh$Wu!u^R!X@vQ6v@KVIommhUXP^XLiyF$7v$NX9*7Y5WEO>yy9tJ@ zDb>}bv;?vlZj5z6Un8Ra{#d{&NlYSG;nh&+tZ14js{~^khIQng`pC@N*>?Vn+?TtW z_qdP_DM&seX)np&r5a7zS%liAv-#sm^=I2r3NSbf!~Vc^?8Ma}nH;@iV;Q_^2|>PY zaP7DI;G!PA&{~DHNC2=qsVDmn^H|*zk~;)IZVIG~B{8ltClW*~4>9y>OB2g|#`0l0 zoLyN2hnM;!&(8FjS^zfT@n#uNFpm1@R?3Uh_mbhI)s0qpmPmq4p6HRw;fNF9q z)S%0hLM9`P5;r^pPOCYTpL=nF!uT`m)$L^}igN%q5_s&wlE>??s`rTtHP*y4xyif@ zmz-4$_X4rUizm0teDUqsh+ODKGj4Il2h&@DwQRb#%wo0~l&{^y3A5!e?j;DRrzt_E z@nXlA?DtzO&h>Y>iQi;@cEdLZ$v2aHd?zr`=31>;K$fxEj*=Q5rSrPs`JI9a9OCkf zA%sBv>5sA4kaW1@rZ-r&FO`$w4B;ONS|rKCF(5xsIHM?-GOw|QQ_Fsc0F-}S^KV3N z+9#l!c~F;!%uTBth6R?P5>QSs_pKlTwe$9;i+p{hcZT2YKMZ44Qa)ZWIT{tL5a(i) zZ97A5gyqGbI%5;OWqyk3Op_^4UQ~LXx{8p~y+(qu`Banr*+fIj`B9CMzuf8riDhx{ zV4b8H$@JXfDBI%=QRwQh4$&pva{adgW6%P-#Xi1w7Vha@pDT)7`^zTbOJop7XEYa( zeAKmY(R^-G>0KIn19+Be6fDvh8^Ebta<0s6tlQ)>NE-^(6;LvKaf5U_g0Jh7*rAE zW0cW{&-zxq|M6QxezR#t3Hm9@{>@{9ldu>9i-V%m`QFm zXiA{tw$i5F1eELHpNmvqGH9NE2GP~$Rt^(*b10rO zg%uALyp=WTL6LoVrk@_U`HE^6?4L1#_36Bq&BuZJnRGSY|*#B&o(lWG*c z>w#vMGPRDDTFy%9B;zQiZV{qT{~Z>3g|G4@v;56xd4m zGx=6`+1Zp`h8A}^Ob5f4429vmrP<8R`%En67^JHuC|U2%c-mUN8KCRR%7g%E!g(Kw z7xS5^){UNUJe?})y*mV=!>p;I2nj;qvitd!$J?Qq?)ziyqxJwCK?NBDG5Gnbk_%Ii znbbuBdAz50Z~J|Km8I285xAT@9!{R?1JPHj*qF>pG))0u+lynp&wt{;6tCmDnRlXQ{~2NpT?SZ zxy)ZRYd2M{V!p(^_Pstu-S@4M#1^sgi6}*&dy^0B>Od)m?6Aj(=<0I=l8-om&UP*U zwVW`{svdW$5jnh?QF-R=O77m>YKLE3#0S^vE)6>jxhoK&`@LaC^i^w|w5qX(9`=~N zk_!pa{k0HgYi_Z*TgMIaE)}dAOWSOxv_{=~iXQ?fEsaIQga^+LCqI9Y>1gPfu>hnC zDy%bUQ|vxhord@EKu=K(?|o`q4C)b-b@`q(bWln~M8xPIG8cOk9Fp&*^gZDUv{37I z$zq{hG(ULfMjWx_%rseP-$H_X9jo+q63Ey3(@%2@_zW|S(92N@5O>5eZc>NOHD>T{ z047_HBfrM;PKYQvFv?}J2Z#1XnV|lw7M~{4;qd6badC5T^YsY%x8H7_R{&|+H`{aT ziL@ciw>rIIh}-styJ-<~X4h$@n}`R_ph&)Q87>JC6s)2Pn-^L1*s8`OLyvo+KKT?y zD%z0T47vZcU`RAkY!2%L()`;2G-i(pNy!0&Jq~tY-pIb2Cw&+G7#Y&LAG91&6EDWc zG<*hS?gr9FP$CaPf!`iDMu=4UZ9TSHQBhGVnKA0Md%CdI`-O`0UG=}9RG zJ}Z1quojmcXA|nvzFFxT&qC0HHu9-;j;O>IR#{PN2;i^NKMj$|!`vJ~Pt>qTdOH2k z!Mi5-0JJNdHz5AtH+FM-@8Se276^L_kGUI~e?3I;?a=@=u9r`qF{C%miWCPn;9O9d zA}{&EI8)QUO`*CW9r64EWPiA_sNm!vcZ zk{dSN4d07;Jm=m!-#^YM&hY-~$+gyl?ytBp6sO(VFNqEZ1|Px{Hx1;jYPc2S>{lh= zgDH!7bN~uu=@1FHy*(7UJJ?TupH zFh0sjwp1lx0Dx$!(&}Lk$|6w$ZV1g~iYKJfqgx%qP$$Z`Q#p2i8zx?9rEI{VDqy_x zMfIsIGRwnlq~L}jcS|lAjZwIhrQ%S@dduPqQ8LxI=Je<0NGO-EO}e-G&%Y}SSy<(5 z$&ceR7*Gyf5%ssFhV{{i!JT2H<~$Mrhs!jEc7L0ww} zI2n9AZ)GPXwWp}BLTUxMae#yaW6S>IUidXi|FS&8YPo|?Ypq!nMu@2fxy@Dh!YBP_ zp3`Js>s=d}r_#bmMMCa{Sw05mJr2f}2c-=S7e|erMIHr{ysg%G4Xd$~P8ml;Q;NBV zat?%TYvQDwg(%^~XC~t%d=HYS8C4&_;aolAP$qxK%>=_lpNTe9a9Ex=&!$=+&nw4x^G8md|CfcXaKnNKrNup)~Ej*6-C@$tKhI%0f*-6v7QPdK80*j0s^rNK9S7kC8yTk|1)7pb^DRzEntc4#Sq`o1H)f=h?^JqB!Z7*ID!YTG`sf#3 zzZP2WWpq^P;X&0u93gx%wWsTU%qwu)*s^KpyC(Qay~dN>vEaeF*ydFa)WCe(H*sRL zaPC+4yL5qs@msUiY;{qZIimSvF$AIWpYX9sNp!)e&nWLT*ka@3O~`0}$qEkPt{WRM zYXDMmT>@wGR4tbxZK| zzG4x0CcAXE#s`Px(MMI>8wImpds8LD104PLt}m^LcT5YzRO{BooKJ-$vta6 zW@~KSoGqT6x?Ta&YF(qbQqA57^%j6GAV6FSP%n0KUOIRLm(=d`DQb+5^D0MRrJ)PWQ zInHzn{;2p^V%M)>3i)%!tx>%O&JIEc!e;?KS;4#Q+Ux)_oE_&EaeDEWSqmH&pe23A zN7olH^^BvVwaU+tP7NlC(DK> zunF0F;_)UBRaTc+_!~p3KhSm0#9=2V)%yN$&muT>NoZ2H7tM;?5B_XS)LM4PgWBA^ z#`#3-0I1Z;Wc)_F&T6@d=GcCH59dU}C}ao_vzA$WFCr|)^1|vb)>9=wAot~4KnS(T zsiGqUW56gV$-w7J{YFlNc!_$csW$lUS&EM#3=IRs%{9?EbNjwui$Ov1y!$18r03L%fFm>YlrS7!CEr~0XKw00&K&lc`CPp>*&yH7SonWu< z*#H71`P7)8Ipz}N23m;n6v(j9qwjQMeb?BQ!_}TOh9H+ta5U#NJ?|ZdoXf2ip-c>d zPhs_NzRFYz2LixYWSsW|ZP(@D1ZIP3O-utWlrL}bOBP;|6r~w0J1o>&g>3Uv-6-BN zI_+vY{6l8_3wUjy1zPQ4B%iXoo_-h7-WDLA^=d4gZYWe_CbbdbS0s&iZVW)W9b81R zq*f~-9^dJOAMV@}YhVTefM`$PN#YX1KqzaNl3 z0Hic}Yk2y@Pdzb^#D}%d50qE@SeI)@*+j`}&6@=kT2!Yoa6Pf>TM8*jU+XWtnr^d_ z{-sEV?IO2NS=Q3ApNqX7=5x51O&UF8|BY@>3ilYPvr5VCpKwm zQqkX~Ol=JG7-A9E}K_|Jgg z7^xdTfQH?Jfact@PPjuJRU{vsDLSBdli`G5y(MXVNjc6tw#Dlp!RSErTaFJ{RHeD? zQOn%^O-QvGylAr~GBi5Lj;9>_q#9=~uIJ9gMeUbc#PiYlMf=N{j)Ez$xsww82vd)x9cW76KnXcOv)L7rgu4n7CT!;>~k5% zjDb2eN!E9h7K&4~;Dv~s$L?@H6=zOnRB=nOGR<39s4! z=jk~G`vm6o>mS>Y%C@|Pd%jxTLC(^vi+2*4Z|oZZv{^V)#FIWwYQCZc$!o)V`9m69 zj?vaVRl?vmB^<{V6lemcDj8|a06GHKUCy{of=FxJNQ-mnD;9hif%xuYVv6mKB6?i| z7>|mc@62E-{>0Lii$&&8R!NBa+(uDlxfmTwu5k1>MRZNZ`Vndi>Nhxy)ZoEb-g*Wt*VA@8!z(u4K=Sl?m&IVn#2e z2IP^FHw3OHl@62U8+3`MY5u#0HV1RBsgqVlVkfQ4RKyQl$Cpb^L~Sqq%VZck=OkZV zif%@F$lpsKMMu46xB^)KnEUJ?7{m?tH1=K!s*eM~hJFUi=T^e_5~a#4Mx)NaHHl(= z$J$Y%DFq=m&_a1flj?m}-)0m)-ByHJ`D^pd^ZAm<%29M2YN#~%|3=%QVV(Tk00eq? zNcDDNnk@71wSPP^vSanp+o7sQgehY%yf?T^bTyD0n!=Ph;aW!el_(cwJ@(-ieUQ}- zR%R&$;)H{Ap1Yf%ZXdux1ZmD8Q^HZYW49NW3`%@+R%xic)Au}V66GPT10b1SV$9Qv ztpODPv)OI+BZ&on5+@=mcFAj_r$tDn=!?>2bXc9mGW3`cv{wVUD9CZPt zWF06w4FTfxb+NzAaa?~&mifT#t}4*U_30dw+|C#M+TXHd_=YnZ?~7EPuv%vL!?24E z`q#VlS9IaaOiS+xcu!BL!|$8vITNcJIYOR8Lw?IPaplg`=G=~nUq^$^;wrx~f96i( zQ@*`1p0Hj`76;_wM(=r_#%>k;0|OHB^3lBm12{m<%FQi+;}7Mw?~&-|VSuLysh~*9 z1sF(c23e%UKYZs@OaZV1##8a`lry{FdC75VZ%Wo~FjWINsAbz3DU7@>mi-rR@T2M! zwem=y>SQNvA{X0P>3)0b6VHnev%)UG8U%ey0NT{y-WW53nYeJm0zg$*O^I>On4OA$ ze&65>RgY&$64>Msl;S#}x!}DIuF`1sfiU`>g)8&fYK?(yPgtfU?fZYJ#j5D)K&i+b z5Jc<*bW50r1kQA0B%=t!0O1YgCLnz7DUyN?toc%*y=*LS==cXZsIW`&p!lR{iJl}Gbs@f`t0y3j->9YECcVPi_( ztACC(7$nSi-edeFCJ6lmNhXiNkA4<+gvunJUc`>d{1w)3?*$F6jOwFd{NKLJ8er+`686l>$GfD}e%f-S7yL1w@P%)Gn(O6J21?La_`gD%I9N(#6BWlE9d>A_Ia$0Fa88&4Ba;Sd^bu4?3gE9*}E6dG^%$vafO{OgwZF`OD?D&fquD!S+Katn-IjD{- zm0tZAo#kAI20=YChjcRULZfYV={yT;q#lbsC~nZ6GXi+}-@gj`7I((%*ARAENR`E@j;V`Q0F8(E z)qqH@TkGgesCcJv+HgyvX`s+6qmS$-n*|vZa;GHNpL@Ke3cSA@vtFES19IXK_v)y?423zZvHQUk%#GV@tZ%;&@Rf*s`sd>xV%@r# z?j|mo?I1Usr##d`@|ZXQu(>#apAOC06HjP{4Vph zjnZVb>r|~vJokW!&O<;6P(h=*c;H;P&0(0?nEf>~RbdUYg^H)6eQ5X_N)UI2yceWF ztyhNd%9iR*vsT7o(|Aw!!Aw}kXWPC<@Qkj(7si?54ukX#Y#<&@wBNo=^^;?^>u zJiZEai;dv|`ABBZjw@_*@U}S-k2JQigS7G&?iK*ys^%`AHb8G6R1l!rQ^7Mc?R}B- zy8aO(BRG;o3ch7##z)%&B256_mt`S!Lu{Wg{uTk33RWje+ z^agwe3?3SDzv56najt5u7T#uIpp^eW=EQ9v zA@NOWhF&$;a$FtJCRscJN3B4I9oW!7blMZ$9=h?TLCyy`^R0B6C&1%E7zii&I+S(7y&vrK>Y{PV}C^TP-mnEl%i zY(L7v>>^2@=05JS5M@o7o~eV8dq~0uqT|n@+%3x?p`ctB-@QuqW666M`O&#&516uuto@cvjVh^32oo4{u9*;{vj<21bo_<_K z&y3eD6n{iZ1j#?`*lX-(?=&&EJQ!3VtmVkG+5FIMO8k{1M)+u;F-JCm+;*=~ui0c% z?da@jctFrb7}3IlaSf~W;oxcGMx-NMOkFJ&|7vfBlm2Z>0@Cyq z{u|Rq{E!^AdqWqM&pQD17Tp58A;)UIq(azd~Q+ ztB7EUsEp&$gm@2e5eQ2;k$;Wocx9SHE^S!nh6rnlVk9ka8f&FEJ&;%fvOc##3`7^r zeQA)zl`nq0b6ji_C(=ceLA3~smApD^quT*?M_YA>GbX5c^ ztuG?4|LoCGX+=djjGsrT^&O!JpFbAD7pfWJ4c1I$y^7as!he%z(vkuqVTq$(OwF(~Adgn%uBVl#D!oZ`ZN*4XTdEpk z)m2lvQ#YIIja;G2v`86_^9mkr#%__i8WE7 z{#G9H^>XpzCdXL>a?d4kfLlXpUFiyAUe^6~r@|XkAJXMM8j+iki3;|aXj#tz5f|P~ z<=p95&BZ*$byyIKARYj1Qm#kyqb{0z@nqa){U=RoAf#A?y*@5JMP}juJz8+ zpJVuYIXHc9y#$A0i8^*h<;|xlplSAkm0)+cbX*QB!|Tgzy?p*A-ctyWjbS!>%3DO^ zVp8~Y-6AFVbaoSyMN)IG6>R2t(E+9P+wOlahs30~KF|Y1^47c<<8|_}>-HfXBDQ_F z{-US{M@}pDhK5Y>s5jy<%KB|vi~I`Rt2b002+2A$Np-7x10K?6^Z5&?M&)r&7E>F% zokMYOAD79TBz~Z(>C)eWIn!3wuC-R?Jj|ghu^u|}SQS2*)ff5uWFuHwl6MxGQ)_B! zAQWQ3FIyMO-yQ`1*?BpHxdNmqY)QbFjpH-BV@B#PuTL z!r(;n`?|R;`qRn6L);zO=!C(x;^DeeqS_c*vjRfit+3||`Vkw3KYZ_QY_87_7}?q5 z_1u?&z>SSMgUgSR+5b7sP)pfX8&0rvD7<1*X_Egt)h2 z7>&w9b%ZFt;Bm#vD$tIqXepIl{)?@>`Dc}bNxYBR^9RsX2O5O-T_zxvJeo|vMY}0` zC;h1?cnCzUhyXK9O!FnCh(dYVLJ#OhddL|n&zT;pvMjzU2*~>DvaD9-< z_|DQoP72jkwLJZGp=)QU3nTw0Zdn56=`TMK;ub1QP=%!A${CP{dR9`7j{z~*o92&J zf1kGNl-@fCFj0w<2W&fEAN#`tnr`JZmio`4*ls4Z)H`xWJNW4xQMWXkJ?05oqIlE~ zy%;$vU|+mxo^i;~{*OaQdng*Xrh;w>_jaBqH7`5FVkfn&%NtA1ZNof7yXQ$&L?09u zmE(=OO6Z^Ne72wDBb&J^@RV;IH-gO(U2rP4Myj4v?2eP09zHq+bo1*jAs!X0h7=ji zFg{7ppHr2gdD(4=MFPILI&%)$EG{WC z&XtOJtEH7Jtlh=S$LDc=8Xo?n)@?_d)My`=kYNIh)*%`g9@dDE0sVO=vl7ks)Iw2rumK6k1(Fq8FNzcC(?drmP=8cOS z-yJr+ZDyBl$nrk$=rnr5qn&#`A_OteAwadsSwA9~>G~c-E2kq>QTxrHsyKZ7F$fzy z{Y3mDZn=a@MPN4m)~FPj834iIBI0+ih;kklND?@mHn9O(?l8+T)<5x+x7n$8c107V za$JLCZzxME!R(#t{toq_ZRV$ej>W_zn2t2d|2oSw4yE)D7Hw?ARw?B6gCeI(xMXu< z`Zu>0xA@kS%(ps^TDjKWmp*IuV-YV;^i#r-avJaugcRO*LgjvLsTO(Unk~Wtnqjf9 zdeQjTzP*p>ogBg$wn##dpA-+g{^V<5v1DkV#4MyR2xVC4`L35OBb2Lh@4E340%&w( zWF8On^(`&U4fOYqca(AbUB;vU1=7~f(_EX@j@jq&Wlx5hALh1P(Z3L*>&ud1Gy2yl zF6V_^HtnGuzZvv($4Wi&yqZ;JBdC3~JFYk`1XLc~eG-^3K=I>8s^SFhsL&3<9O43@ zmdMqJM1Q$9(n_Em$7?szsZl-U}BA?8HWgOrxzx3PHT3o(>9pY(Ps;wpP z54M_X|7a^6Sg-EGF8 z-+^nc*)fLxN)%eo3nS8r&Iqw3=S9I4y)o&fK@-4rTa$J0jI+72VWv>C{~O3Ymrv;( z!j$9ygFFNnhRRoC%_JIn1D3p(`5DPsq7@o0aWZIQ+%S8ci^j-wy7kYGQK%KT*Y95Z zsBQh}i(dr~2!w$b|b(~IxtsubO zMblZ*1M8~nKY{wRL!FAIRAeOO9ucOe0EU`##gJ9tcOo%L`AV3;hXP~8VL2+ZsjmYj z-)Kf_Ki`=X9cKK0PC>*lZ02mpB*ZOY_Rtv1I8bBpddcl{muK(j^ug6~J#hw!vqvl~ z%OYGweZ}RouZ_@01J27gnF`glkZFh)Y6mJr6EgiSr7_4Atbem$v0(k^GrjXP;euy@ z&!eAtQpM~eDdaf@D~Z0r!O#Re$Z393U|OM`ebxF&3}(-Z4gMd}W2)Md^Ri_#MDV3D zY&pN)$6I2?0_gAPi?Bata)vPH)vY-y(M^Y8Od@J9T=>qnrOV0s@Zj4?>KWF5ZPjK8 zE#>U?oOv*w=3q+wpcUOnNgxN$A>*XfydVPszpw=+@(!BxBIyX$^sa0B#eP}1}$DZ)^>JpySlo-ND=8@=3VA7S+c79CE)=uRq*rqoG48c zgbVfN$_%FSqh&#sCo>wCI`O7G|AveCa^&8pPmZ6jke1g&)m`)jcmx?V8rrs6l z)k1q|H>5(fbX6aS;dKNT`a)`l8$6lk&h5DNO0jzie(=Xj(WsW=gtfqy%pSdthmB!R zR$pihU|CJy(jSrZQJ}}+2z&?B_f-k&_=kZV?lLdfq1!+W_9d%1z_bAD?OQ^-|p;^rvpNUmOuLYWCL;Pnxt; zhqn~|?}7|TC)!(?jXbO|v@8$jbs_Ir^n2GB`>EQf+Z~TT#GGksp-%!SBgzyG%3Xh! z&BgWdjoNlpW=mheJb~_WF7?aekfdkN<$&*%BhE<)APUW;7FKw={?>?z5%o$XrevIW z_I24aCir|Awm+t|Cg22+zO4!&1%*ybO;xEV2qXZ>JSXSXfO=!u%4 zn)tjY`%mDrAE(hwP*^SOl&ZT`4;c$Mr!++ss8-ao#X5Umk!cO~lSLk&aGs)@q%1N1&V#p60a zpyxk9xV#+t9&^>~2L}=AoUXpM_7t^bDn=Gf;yqVY7uXW+rCxkE;W9su-%07}&FsxU zDH~x`h|Z?%v)1ZbKD_kq*+hem*(5y}fscUpr5+A`)^C>-ACQomI#6eZWDU60>*Q3q z-^p+xPEcyZ^s4peiXXCv7qc|R0$AecosOdxr5?6aJnyokt7+{z{=LHzpJ@|tPqv$n z==SpkjUO{Eb^1&BFHKKSyno(1V(`S**Z^}!|E$ET0gt2}A_Pqx2S!cGg$oa`EymjeKMp34b8gBOG&qek@-eA{C z%>HJdsYb^W?LOeY+6n)2!X-db4$S ze~be!>v5GB6Ot@y>sJHDM@8#$c-W<3bN>myfKm@&;9RVgou8+=4qhruHr*;T0r`o3 zCVMQmDm}9C5<`E@Y2*6!S9M9fTkI_YQ0KUHXM~+x(|dV2ajgUGar8-GgqW6&4$-@U zk%)w(q@I+NlyRHC;f6fw6@OGaLcy)uqrOx|YHggl{{$Gu91tJ}-M87QAPY_IP;Y>g5v+Fm;AZyK2j2ir?le$E{+weg&P&q#KoU z2Io(J@^s4&8R_*K?(X8#VrN9WTeHVJLRuq5Vfg=d&n?HAZeuzfpYUo9>v+IU2Pt~K z1k`MB%zY4MEJ1&$1H8 z#O}sd=G(O0pOny-a{x2b{u(+?0InWdKlA4j)si!V2fGFr_}()mlxXQ4YDcxk;c5jWkXEOFK+fTYE;+TT5G zviVcztD?25A}+kqk|3Tb0-aptUMwyd5DdM>xahs;^Ou)v5-#5KtC1tDi!z-s%U?|< zpWq04^iTN`xYNs{;@sjpvdq-c32%n0hao`V24-3*Hj$q)oO9&Xck*z(TK_-4Jj3g- z@81=d5q=qRDmXR8s|4~a%`0vMU!)F+=f-bgtzXnW)~=)Ic! z-g@jumzNYuA0(7Gf?3Vkoo_4cObF})JvZ4rsg+<*+dr*#Jt3LAaKD;uImVvkJZqH^ zXC$`PzeDy7C`rs+USvEAUhYTex}C;R#j1} zGbv~&fMbmT#t{6>S!zC^u{_#Y^83D=%(Q{74|*UA{VTD>aAxq(Sm#>k??HB~!mb2jbj37qQ>&wi4zH;fd7g}nS_jEpD6 zLHeQQgg_i-JJPbPJlSygRww0+&U$&Nt+Ed`W)2lVn-Ewj@iSj`Am!EL|K9M{H|gZfMRiRKzC!OF!w?4l zXN-zT+*h+1jT<%Cb1=?0zx&?$-{4BKG%qhO9he?uRax?@)a+fFa|WisB6Y^proMMSTSP0)u_jDN&4 z@I%vtnUt-^YOq>f+Y76ObB#Wph@dQw2M;`4WW+^Od7?j}DQ0*HVs>1)4^Kik#EX@W z9{&^%wbj)SEYKg;sGj2uzC%G*+bW&|SJ!^q>bs*3Xleq#XMdRP-GwNQM9Mm_@J5}&LJjxl6? z{Vf;h*ut%kCaEw)_g7P4Ll$vR$1{{$NsG+Jd@tilP(~`*4MLl!vk^h7Um$dh8AS|w zTVbH5-B}z%x;iJ9nrQ~4Ny`F+4$0#B93QNB99%jNq9s0u^s7+{_o3NCuSKG_@(mqd z*LdA}RAx|m0E3lHc4S#<$FwJJGFEY1@-pSd5MU=(XXWG`rn5=<;i+u4y=0Ip< z>oJ#TU?PA~fm|`2C=!zZLi4d(KT#(|y;+Y%WQb#bkQ7f_6#d)Hr=(yG-FGym+LU?L zKB`Q&2cb-C|86ZE=li#RQYLv3sOP)#**?xi99?x-!R<09Ea`Dc59B?HBhER5`Bkt( zFgO@;99k1acEpMFN)wP~q)1xftBmIWKg7c7-vljfXu1>LfYlrbN$EU@YMa{!64H5( zdy6g*^qhT!#}F(wwhq5v80ca&%Uh8?YYLJOnX{Q~v2SP}qvQQ^_}) zd(PmybGtTKJKsV3b)G%#d;MBwtqZrsvU8!l{l0Iy@meX*27k3?Gs{K59JnFE+Z=vf3=!6GetP6d zzlx4pr-#rmGBV_FzrrAx2b=LUDG1}{OZ@pY(}l0paC~osz62ynI?zh15MKTaAq5$V zJzMPBhL}mB^3f;4uD5LIO*A;?U^ilu3Ta)f}7@X%tRb@$73r3Yd9!ZO%EP_G`B^ z=`FOB(B{tNxdz;Qa2@m31?xZL`C*iwCx49J2HM@I-WIy9Rt2zUb?5CFI8_kY zdgN(zGcVu?!e7v4%;k`g=6ZD8X?tuP;(b_o(D6(nBY3AeM3QI4n z+yv;{9*3sZ2Jd+^fnH(?sQ9-vho~wZD;J@EG;Eh3i{p5CbE=h>W=aQWg22hfgufnh zH)4+Mg)+>V+CoGj1Q~ra@j%u| z7o1KL&^Kn45=p3~`2M7{)6I72^_(vAF>+rsf9(F=CsGGteJV4_9M>+i+M5i^%(`8T ztI7dsA97++a39T>`1Bdz*OmHPmHM6S3z-p!`D(n5BWGZ!!Fh=qY)!Fv9zbe1d!%{} zHgWYhl1W#I&5c~Tvlyr!gLzA^l&(NS;f@&Z+qDD&qWd&V4;LNjNK+_O?QUYJEvksBl4VZ9S@j|7b z@N>hj3d$qR zYj=3zpbtmkCyq6RVwyL&0tT-n`wpcx4~Lvpe&pwrwK^KN-Nh*K zL#)9e{U?acfmSTKDwB)09{ZBo!~s;LlRPb?T0eU}ZTwKCih@Hu>tuz*SjRc#bn?pr zMFT#`7=Ro99Piq741vY7^PTcHR|#>olPi=}Ksfxf{y^0KG*H_Bm29;G&Q()F0+CGJ zeNxLDg2G(?z8RPa4K6K>B4c1;GQ;5Ce_-(S{JxeCj8Re_s+|iV^XVNBE%hOThm*;@0zCRQp4FUBgp6Zy#FZ)CB${fCzloQzSS**qE zHAZ*zqpeWntFkgqDyp=XKc8YEEUmFFqKP4TOMF@7{_6Neeu8-6Es5A338*@&oS-tC z)7b$vn(H*3m=SXOsYVFeD*Yo0@1INP-+RPs4L_`vN{h?6>iL8hdh;=lbDN+8Y9D@M ziq=TVP>`Yc&kYRJECurLo!J^$Idp3Q0fFuHRQq-L@!OlL86Y8^0brOzlF`I{_dS!C zX)z3ePIOZKUSNQEH$d@gfAZwXxN$v`PHkkmWA`(giDETII=YZwl`vpDw_??a)qN5a zn(yD@-QCCqwH&l2B7xWM{pRUF@q%vV9(gFdG3vnhtquoxS2kD3riKi;c^?#>uZsys z=Nq{vdC9L#Cb@Ug)!4uV_jB5NMdpRTPd!~~Ut0>@$W}a}oPR~k%BhE_v^B2(^h?hR z?Nw4i*Yga1o2X%}lvBi(s0%Atv(i8UmLDml1mn02)p5z=6DQ+PqcP_={ed%ItPzy{UO^$oGlbJ#W1reGm&kR|P{fbiEu|s<_P&C{_YudNz2Rn?Mb0A{?<5a?MK$*^d89%xp_|KDL?MqosyDl^Z+?wj?kG& zT$#U-Ewycz+$0w$wVg*-)AO~>fYE6BL({^29$WM+pP~!XP7tfSbGIok6ob}M{wq&n zE_dg-4`tYSZX>Jz+J#c=~jb*H?M z3bg<{M?cucp#oqbiy@MEtYXbU8~`Lpmptz#b*<%hS_U)$!yYnU{&$Z|eznTPbwnVV z`xV0&RXi$u&>b_L&5Oy~^Y4pBAyA3&Ob(ARQjF^chtFBaqFPFMv*@vLRzV*rr(CopE!W&iq>pJ ziPj-&+aTMK@Df}DB=GzMVIX_qVnJC-AgGQn2K`(^0Ub)@$)i3?Y>n7f+z8UB$ESGc zao~s=pe8)um6 z=G#LM+x>_Hy|{@ut)A|UHULA+zED9;0kB0A-5W1jBcZFA;psRUSsTmdUlsG5(kvRJ z;=cXXW`-wP3n>AUJ`!It)1Z>T;Hjdb!Zl~N95nVFzDijuu&A@igDI1QvGW&!5uwoP zx4e}$l|pn&g0v*^fe^^57b5i^E!Cy{o` z=_ISUR9=LKU{)O|EoW=EgN5qLJLH}6bXp1OlxbEVwhygK`e+WOx zd-c~kI|RRf8iGN#J_mqgi9OGLyu0A?SMJ0qAaO1q!3pwEf4AuUij4AnyK1;n!1J^M z&=fc%E&9>;uH-YMvXX7r5EmbRZVYSF;r9BXwtC?k6y*uPNDr|%p3Za)soQcX3!_jbW~188s)x>f5&b^`>iNeq_4pfF7i@q zxBYxcy`|UI7Fn zM=AHyruQR;zJi)u0#DbcB!`@> z zlJ;lBC5^ic5#B&05uBSF@B=_Sd)YD~G$->o7o;?65b?S^e^)m4{d;LOU8YyuJ$6dD zEDNWgpzUX1Hq`oP-4Izp(*SC?x$oXATy6hgL<|vWt2wh-A=)F#f^!pNq|vW#L333@ zU_EelAE=1P96s<}Adb^`zvN@J;ULm61fiCDB!EmnUvP^4UOwa}Msh2qFLO&`TwITa z&&M;(zNyo_REfjvGZg0x;5GH#ZRN@RxJ8}(D8OOk0|&}~i6p%1v9C78uAVgDrPk)$ zrCUjx@|Dt4(oyTF=U!aLCG_P04_m+}DE?r@=WgB}Tz`}c|{f%<;>%rI^a6?nt z#9oF)Ivtt)aD5zx9{9xzawwOb?*uOr9LWg#8Uq9E1p=i#wB7LB{XIp<;n^cN@>LT~ zn(RWa!=~DGFx|r`ddNv4=eExxFKKi%4Zh~whOJ7BQ~;O{kD-)7x6KOUyHUUc0beU^ zZqrgzxlTu~&uVfiVWyxKTKJ+uqzuR9tC7kj1@P$zEl^Lj=a12u;>Fmp)$xcoQ5~P{ zSa>Fa6RirSYtH`FU`s5Z4P+PJz_C_q!?YtYnp|@4vNGw3UWMNu??WTDKHEv zw%d@%R>iQ>QI!ySqKM3QR@mD&*_05j9=U`{#(Z0{t`Fe6xGY*to&tDCfht&p(Lpuu zdmVKav|BJsXZH4EK=v;p>of!ZcHo5}tdu+5JhV7@RgS&)}IMKrT8@bG55iUH&Ns-ABfkr(1 z%0^nx6{B#Lo%`FQI$z3WhY?dh^rI<$IFvb^1RXcx&e9g#%?F2|?&`Q&vc^1pn{Or{ zaR?~SU@o()6X(3q)#+(4nlQ`mElQ+a%O*9k$h{pd3cUOwetzPA>se3CIoJBbD;cLJ9c+Os(QDUnA}d#0AowHc2mK09kC2@SKdSU(nB)08C z9hl#N%!Fe|YyhAK`d?=UNS5D>__O^?d(1VYT{qoroC#{=k}d9O7UEHaExo4DP>8zV zdw9M=#0%@?QgKXyJ#(Xtn`c*XQQtWE7`}CRc3&HhxF878XW=@ShwetQ2$PAU2kttR zxfXV5-Al*dvqql55S<(M$Q?d5zaQhli|>x7Qn#oTL$5Yy#%5HIK;q6dR|A!D2NynT zz5#>{_MSip`=RIa2yO+9gTDfnKX8UmLQ?l8n~g zl4H3Qs>=Brb6yELbm1_5kFR>3 zC|y_;B%TDW$rcT%QZe4aX z19z*huBxtVr`!`?pvy;gFJ=be(b6jG;TnAWxv}dVaeQ^7jS)0D2ZtMd+A?ZwSf-dQ z1>&*JxJ@6w6r_m-?K@aKoI_kzNo7Z|3*gtQ&%8hGEAk{)7F5g$V*Gjzv|RBeuZMkc ztu!WI5U=^g3d3_QY&|8rJW zmY#q^IOIYfPx&lJG@@?ysq(>!bm7t9kO6DzoxG&|S2)O)B=0m8I@hmtHnrm_W7O{& zaLJmTytgDddYhRsywuuMXB$}7w{GRpfb{g8WU6L-5@?yIUf;6(v?jz5CK}_*ymX^U zZ*bo7F4jS5TT2WxmmywLzE}t?n#q?+wb>WKf}SfSq03>d({}U^3YkHP|0Gz@`Avd1 z4|&xT(e-PF5Ya=@M?3HE6|CqcIG*To(JsNv(|M0-`Q{6?#EDx3eioKp`K;2(yInUC z@Q!@V@87^3neXsHUlFG5Apdgkg5kpM#r6&zs@}Y~LoAEJxg0*Bu02Y;`j~>G+dG@i ztArdW>3w8Kl90;{?pDcL-cqwB$@&+KNovZ3-VUwYLhgaH_HC`-_cNL?WID7gx6%ur zJG3d@<=g!0Ai!^FVw0!7i*n(_XB0Lo@S>dO>FmySyzXIKlAh>+0(*lG8{36?REmej z^JGD^ChD)OBOvQVn~rdUkm0n+NQB;`Tj{Mm&{9iW+(zb+QKYXEfw#(AkV1iWPP@XG z8s=t)kl#IMMn2?c{(;gnFnmF(oUd`SYStU)#F?CWhu!(a+^9kG=k|jBM)YGhbyE|9 zt^i!kZ^$bbea#+YH`+9&&>g5$6h~AaQa4SIyDYH)V`R}wy?<4M{sa$@8`Q|D7 znfU{(tYB!gPJgP4h56?5bRO&w9!b>ob0Ul-X%t8ME5H&Bktsjfd>RNZ5 z-)@_S^PZm56*vz?=Hq+#nINUa%g7$v(Nh5X=-y44DXf$C`>jFK?!=>OZ9Ma~oC~MH z3XBS=DOXvCO5Q;_8I8yR1qa`!7PsUG{7wT$IfPCBIY=ydNli7$DchKs$6?6r)v2Y z%{^4UWLv==iB;m3X4N3$Cs$Pdu-E(6Gd^qXejLOxG2F6`g4seBNaM*C!y&mEne!Jp zz8?YA$J<#v@*}N}H*oOHfPXrT!D535;~^A&l6xkCh5$FJWzZL4fx+5xn_8YQSq;Y3 zWwnYT!leF!fi+0Q`(y%f%fkh(l<0c>MzHmv&RdHr{5^jJIGGpqIB?}s>%~Y*!dbev zCvt^}pT_*VU}tW-7%pEpm@U7*`2)3;546{IO0p-uBMzW*hrnsy8YeOS48vAe{JcH8 zu~y(EqCv^c``qvET1be=^FB0knB$rvZEvv%0PG0j<;+A_!Z2~cBfhPL(wKf*;C z_T>8b3oGDR&?of4t-Dh+kSuIJiKBr_ldO~A_*iWnn05O_WA-x3&E*_zO?}X6&MY)Z zEkQ%L!!60ad>It(y|>8lMUTfUR;bC*Uh8U@C&@5$tz0@tJB2)-2EnZX+fD(SKi6lr zzK2_Si(VyD*aL8d{+;%cIp$~-dfM#F@Vb8c?v-z@^o))P<5D%8b0-RQ?XrQXG2r=& zFE>!_cq?v@{ByZ zV!j^Vnw}kN3}2}7&3IdC^+0T)^-~BBS`|61S2DmSJZ~Mv9wbeeH)g6*& zfd(SZVg1}}#w$Y!(`An^p_)4g>Qr4x#xpNLEYth$2Ojf#?D|fN;Mtoy)0n7o5)x=o z?%F7L3_EkdHWHv*Ow*oLMTuQ@-iat%BFtu&7R05x>3u6}*)hJ>*?_(!iR6+RpH+gh zIfQ(lwk8UZ&~J{}{|&-T!uD;I}Jm=W+<{@pwU72gqPmjbGLY1??4 zJpX*VF7a{>t8Qk$@Mv>9{f%8Xbe?ZEf-NT8v3D1-6x){W&netq;w%r2Temse`)s1@ zigLLtJv)D|?db!Uo1_cPFR96>K{K&>lf_kX7KPOtV~@j~z}h}L=eZJqCO=LTcq`n5 zxQ)6jAujlUA;CQ1uqkp6V^%)U-4K zWRIEF^SNg%D6jb097}f!$tUs``FRPeAta-|_ee$tGG8mcejOIm32l#-KN|IGk4@AYcRP)xQyzcRolE*-8y8nJ zMp`(?DlB*h=o|>pXHF{=xKk+~s3`(CT(}DCKIor(l9)Au<-SXQk9CaTy-RP?`ge4U z2#eUxlI)T zlMdGzPC2Sqn&P8M_j7zFg~R!p`_)<`deo~ANx5=(*5wg|qfCzwf#Lt`UM4Y9QB&)H zj<0q{B%PjsfWVrjJTyvwqvJ#Aq*7{f9i}c(RQerg^1~|2L`+%ob3aa$6C!$52kC2{ z(0dU`ip3_(-0KJqBzmB*-rRN?GJSRXskLNhdTi~=tPS|Jl-rLXWEfmvCss@%j_Egg z>hwesBed=ghr((i8lrA%Og^h?C|mTZ7ch^D7_8M1w2LUke)`^D73> z`X#qnowohFyBjZZtR9v~smitQ?>aQ04xtmHgZC{?f;XQ4h{WRAbDy<#3FGsX635+XwT1EVv~4o5Uqb3*W3cO<>rxb`!4tt6 zbu{xL%Gk-SZRe_1*Rge%uW^zpFCH(%z&H##@fJ5-%n^m+XZ|2(^7rvy(jJSRJ|MVH zeZ-ELh(k%f^Np90=bN@vH!^}_QrwdIP1YT+i#w}vI4WiSiQ7BZD}>-#Qz3@cS*o$7 zl+HZ?H>#{tAtWh+r>S|G=h@C7CM8^&QJ*H3;3Fx^yCPcTRd{l-0(JUG760P>k9@c< z+z~3DP*4=~1>&+cLcx1SD=9%Dtdn}6+Y%dsM;R_lm#0^>9p3_ln#-w33U?i{&DIv% z!;)hoQ&%bjjAVMsY%tFKRHBo2ao$Ak)kH`|SuPp(#ss;7ZgfSq`Xsp{s<|_J7;;U% z>n8~Zz6FpUg<@tt`&S2IINl7VJt{zra1?I}WNv##f@}Z0SXYI&&)ssk9NzDIDCcT=9)Pi7wMXT%~-y*vFG<^J9fIx7nJ$t3Z2*K+vwIo1Fg^OqFSIir@dNmI>P~Kfd`oL!`Hj6MAgi?c({3{Y;sR9-6(PRPt0i9CIMUkUy z^-B>k+wcDIrA@vFQZ{7MLrhTUO6KOe6qCk@XuYAx3(nVoNCL4~e^vSt-Ym)p^-V}~ z8c2JM3chxow(QqwK^)h!l!dN(9DLfAr5eofSzHVqiF;4)?jwEYf8GxuEAh%c>A?Qx z-&kvpPgs}{GhAmEVT0RL@>K72Aje4UMqkhAD2c*w+%`fY_p>_T1ZD;l_U4_vuU1GI z!$Sg$F{$_4QUw8S6>>gZy_73nJ8S)JNsk{i6pxRS~D|%4Nj-dXxwe{xs zaiG0s(a<_65DH7AfN^mB5C(he>GDg|+h}@XHMOYLMsv1jvO$FmT<;s}?8rFfR`q~i z=Uemo@S5=zU`o+YiJ!@$M}pb^svKnMgR`&P2DnTn_A{~E4$pKC?*_oZy!_-|fE^gO ztT^5t3%N||?9Pv1Iv&FYu#Pn$?pQOD#zc;4m;=#MMuKLNbRr~$*F&$Jarh_}wAb`r zVOn#2srLBJL|++#<9;)^?8OF=a80|xA_fJ?A2l7mnH?PfT#r)5JMMDaeAO#MUp5cY z@gGVX4r1uyo7ouL%R~o69JA8R6hYYh-M~5);Lg|{!=^dj+SifU(T zb=&bZ8b2>&r`Os~Qrn``C8QgrtY~Xhoebr}`-cqoRLa8w<@36uHB9ye+`}C(^ao;? zFT7+UaS0P?6nlOh_dbFcjS-FIiw5^P{}b2YID)YRUc_=wEEcUgn?r6~?$8{$S8^ZRcdqqTc!>Lv}vKcUfs0FCre=N z4Rh3ReGrF#N`nt-t0+-`l2Q))hUvL~SH2gop1%ZHfd40}DG6b0OwEtSz2>tf1j%T` zJ@6g|8HwFA|2`>?5XJIasg~T|pE9o0GzMAj8XKw|6FRusbYIwoHutByMKc+@aqi$! zkq@s@!6peap!?$!XWXy%MLsO&`S9U}Wo7>p!h>D?K4lH{9OIDA5jkwGwb`~+DoW6n;k|7%u7x*ZV( z>|5oYCZmO3;U7Qd_w`BReCPI{h*lU>E(&!zXmH_xC>>03IgmA>HwD1m0sfhCs@3-; zkDA0wQ(Qw-v$9h9=`32an+7sZiBtk1@H^fQ#Un;q#??Qng6flcRIhxok25WE%0AH& z#*f%fkuh`n@}8TVO=_Zm$KefrUfF(~{2Mt+Z`6e`#X`Ll4(dH>*J^e#mX*i#&-3|( zx(B+I478%EC&=W&<#%Vniz&ovq)5v-z=-W#L$LU6T{@-htrOxkNCpQcZLTf%3sA?T zLT|i(CnihXiQVFyhcaAfMmsYNm|D}&tg+nPFVb0`RhmHMxgU%Cyo8$%)5lv>k&d~_ z_2t%AJ9!yI0cd83Fah_y%Qd8P9Yx;?snBF^6R#?0-wFuEb?`@vl$zSfOl*7gZ<7?p z7K7=gI?$ONecX*KAXAYhCZTW>wb30v7o=FuTv%73d)kBsjKcS2H~}tpW`FGjSL?A^ z$JlvWO+%%DVa(+T@s`RUZu`=?c^ZTP_KK74?|ln0(4Yn&D>xa;mRnsAqh<$}t^t%~1;IFwt)Riz3S@D@M3UYpHXz0FTW)U)1#r#HY5ky^l)LwG zI|m#nHT2$Zv61U>=RwU;1Nij5{2Op3=18LVP`L;++g6>G6Y4&Dc(FRAxdfu+Nd-CF zE*lQv|1oaUKDeZcd$=hU>;4yu_Z+3xkRo=MKj9K#@ZKG;(ryroIY21HuMNG7=gNXWi@`-s%-PPtqdoRq3;_pqvQ`&GKwb^=8rafhQu%}Yn_7epr{ z?t~a8{u!Z`(NXLlgvvlFyjoMUPA-ZEjd^|xGJzERs2_PkD-@7LTe(79dldcwN=p-d zNlCS)xK#)vCnwX?9^^e#AKFk&9ipxWkB9j5n*bwt_v}?Qp`=$VQ*Xfdx)8L+1Ws?6 zk(RRa23f=QIwDfa%>F;E`gLJ&(*AW zQOG1QyyH6XqFE^7YJ`ExWr_ex@e~Zmbx{E>Wz6GF-`mz!BbNiw>-*e-og|Ir{w~!? zHlN9EHD0xE3eGbt`fp;9%?) zUMwM|=(cyNXW4F z{>V4t-Toj)$@w$SMJ;^|jXKwEoneDep$P>+Xu%3>nLTe9P&W$GBa4G)QZEL7tDT9& z%{+_qg8;zlDa`R6woWGw!DFSAnspj!4S;~McGC^*k|PUV4gb~AE+1=+>6MC)^>S=HLDVoCx^a?PP4AtuWT=uT9Ir;ble!BYo6nWuB` zVlm8DgGbeH3i868STt%qsdR)dQnE;b4+TEmz7Sv^Vs(4kh7$+?T z2zgPq^j0dp(>s$oD7P+gq>NPoz@jPBL84asg7d{h*06az+3jBnH+1^M$JL0&M*3fU zu^3m873$>&?-kQrhnGy&F2G!s0XEsUI=fqKIH>7KUOXzww)H?zAhd4>95Sd179fo-VR)!!oWenMncm`)Roq;SbBi+};G+wc*yu0= z4?MZIJ4$nz$CCN|J}w_rzzwpwDl0XA-1cMn7(vrwNbdH+j3~4Oa{bl64ird)rp)UN zr2F5N+itoaLY#)m?CbBVTipDg2H>>QfN<(e6=j}}jf3OB_MP3=_VT;BRXc8}_d-~& zBJcV8JbQv|vHJ~V#xg^@%nq`PyyOM6-0_UW49T-t=kdti3geT{YF~8N5&kYkvHOlJ z{LtC-E@sjusMWhgoE>*1pC*4nk2!E}-k43TK@#jwtAlc%LQ%0x1Beau`3Cia>W>~# zX3b-djVAu*dbWbn2M`%^uHx89IZBH)ool*zZ(%ORC|48sdA4h1Y3by+Ra$Vzh6cbY zzw-4gS)7k2P5c0CRUQzn=O+l^GPwSs0}aDdt}$!0UPI-Vap_Qe=!p z*NE7HM5v4iyDU20Rj}ZlZ;As>^XcHkVT}4oFAKEQD1*ot#hhTe8HbJaExds~rJ+J+ zQclAjBWA#KZz(Hdvu1;We1z z5g4v<MkDSN7x{oRCgM=sJACeA#nS6V~)`#C!((ztitk+psJ$?;a}PX)?w<5mxi?qxYR zHX+BfnqW!>!IpG3j>+x0ma{7M6jv65)|ZHVQs7GSZ#S)urzev^AL(Nb#;GI2sBIiqUpM>ZXXv&z;%c^iX};Q+E&AhJ>V(EBLU zp)ow%u)HSlFMYz`PKs79ENDE0*_?P4*xAr{LB%A&0#v2+R}*$+v*`_{PTU|?TR}N4 z{5*{;Rwcb5u$l*=m(+>!Uih>jL;0H+mhrWJ(KE4^LWfhU_q};Vop9t8<&#sP6jp!z zz65jdNSJG?@W_?RShADku2rG&x(W@ae~F$-10J1a=YubUHl)12U6vlkWUXH34-Y5h zE3}!`xCILiS|UT{Lx475lRLAk90~5p__M{=a!q|q=S~o(v$~L%LZ1OYHOXq}s!Z0l zDX;+IvicZOd4O19s=kUQHu3J~CMFD~R!=zM%SVRy&EGQzk6u(wk(r?1ZCMnEZjw^A zH%4@G5P0G;D4RP#B2``yNQ(5km2ZM>>Vp4mC#VB)UjRUe(i6Wswk%~IP%bwlw={^v zI)`!Cs4~#C@UnqCTtjgoL$=gv^ch|1t_6&luo0?h@zHps>dV}eFn*)C=Rb+tyM<(c zf!3PXQg92)vWN_n|Ha412?LuPq=Pc+Z=;{)96V01k`CgZU1AG;@|%w!!T>w>Na#y` zeVI5m0WS7QrduJXriA7(Tgyq31DUR|A;i=7$S1ZSh0Grsvlq)W>yG-Ga+V(Tdrq{S1LMjX0<@ zzi(J&nTzwjuhF^?%&$WSimgWtkq2- zW@^_@v$J;K``qfW^uL@Obe(#hp4QGyVTle2Co@^#{FLRfR}32puj4%0aD9jC|4y0d zp3z$yT9%L!h)exYt^oUlDh+zMY!LMKe;Ms}6`=0}D4?dLPAT$WOG3@O>yM<3N3Hyz zK7QW*YAwYF7Wa;6BqqIjo2&GjWZ~b1FX)UszFO^WY$Y6;$jJiIflpITjBoxLBA~Uc zS^zB$0Cphe!d2VI)`cls3lRc#@Y6CoSrkOOQ64=3Rda9=@7CmysxtzwYaTVjLnN9b zw4QLfU3x2B?=13U8t@NJEbh?Fn(=7se?kwC6XSUM>tGC}CO2azNm@NQJ8B7tISJgD z>$-n64DP#pP#e7uvIrLKy;>z&^AvnP;M{)g`3KLh2jDblO=o$2X<++^?gYmR0zs`^ z^=zWsjI|u3=L6lLFMXIfZU@3WL}O#xh55C_s$l@BG~2yj>9G=tV39&*IX+mpgg;ci z=+KwO+FLP0I{rU??x%@;Y6bELXs1sP88?Ht%1XGn?NLgAg^llj${x4mV zJR>OD!7Ty6V8Tmu)mjqI4e>F`^ohr^yiM{(#&Q90wV>IAL^yT{4n}KWk#3e~^YZ*n zn9+^0mEOc3N!8DSPVjq>tKEUq{aONLo|-QkE>Cc70I@Gp3F?Cqk25RoCC%Y+2DeT? zE)SB83@`M?(}s9|Ug~)>m9J3+$N&{ZkAnn*nD%7c`sBr`-~TiKwc%6{Za?=)c3NT< z#t(PzgENu^MXIk*(Wn-gtXHT)*I_RB7EMRJkjmnBdELG%Wrl?0Z}D@%)wOJrs#My} zvl{a4x1q*ZwTMY@ETht(#AqG!UrD3b%`4LK(*Nj?mN_w4&ByG|J<~Fnyoo&pv!2HpY-w#+Bj- z$?EGiM3x7NZ)-f~r3n`j42P`f8;i76aSQISFLUpCyMq@rfvx_R+eE~?rtxG~2+NHT z4LtO!1;k6WOcW$uUOG z7W8riLALMDLFoP8V}fhi99VV%*B@!3Xfk8N4!=sB>+pC)n5@-Pe>AC<6(k3G4eB@3 z1v>-vyC@K#N)>X=+Y`mT8AE-m=PNtEqJ_tGU>pl6EwVl{_u=v1ifB{N$T8z`E_GpuAL)O4RtG zVbi~xeDzZn=XMxwssZmrOUGHmL!d%HHFi5^=;?# zOJp*`Xg7E;Fg*V*!hql#eAM50f7&qlO5%m+P)JB{zKsFsuJT{v3WYf( z@R0h5q*+~QD34n5tAOOL!j^+n1dSPhEPi=^fG(p1Sb;tQU;OL>zUBgEgn-3y_N4=S zBxWV>!y&lTa5*a=rV5<`dXv)s^{Zd(bg&$j?5M9EwULM26>FzzUFO+F_ugm&OEDfl z!znF&sxVA1V><1a)fjS@Qzh_!?FS()1jyfgRl8cEa(0?tYn6)8B8ou5Hbo@VS9IbQ zhPC(1_!mJ|0H5)m3fd#YKoyv%F(`9tI6)J}y|D1TO3# zmJTh)9689z&XSzU+;vr@AsAS$79>VotKYXtMf>g0E5*co_fMoT6QAKDJRe)xmocPM zpn@d;g-}s!l5DA%WAxBlO7hdZ?ZUP|xB=s*Yz}x4CnWJ$OYBLyrU#;GVA8^2Uv*CD z2P(*X?Hq?(WLa<=7K%6@#yV2O=u6dNx{BcC96+Nd8Mg&e3tcxsUL3rKE=)NPqVPX# zLYUNv0ohOc@e{gUEK=e%Bqhae$26CQp}R>18z5aa_@o0Bkn0e!OdcW?_>TeIMx*Y^ z_I_msjAMfUTJcnRf%V_t3(1J2wrlH{0OiX0Xe$88lhIy^4l0!LAU8 z5%yxcPxZa|{HvRinhdIcex#SXxqGOu_~b0vO^%ewo*+eRf7Xme6#2|xOz+v!3omR7m( zgaX-}`pd4jNy>@2fbsCMD5=B$+|%Bn{{AM@+S4~j^{{C9K*+QxN4c!9gRU+v0GBnC zpl&(AX{2hq7UzV#V2M9CA_DXC$4@5Xr2*_RmTHOJ>2KBtfw$$~0|jb7ZKhyUIn^oW zsgqVSB5*A&&rb|Ci}n;RR-~%$xBKZc31j@W8G3a2}5RL76oyu9LE%pxP{KX_W+l#{QzG)m0i(=#h8$3&Ei_3v%Bd0bvBbL*`S=amHt6h=SOD^xbE5D*IlGEKq!Qc_ELeAl{9 zEFkqg-KdXGp%$bBngUY_M3frmeg2+&>|jYfeGUMK?_P?~WAMvzvQ2>B@N+Vl_rVD?Pk%Mu)-5D&yEBm|QSw}N$K#eS@;Z{2lK{9Pp!JO31UGMFY1+D5s^cp4o z86cVUc)1dQj+N+sdMpu2eUC`vDCEH?&Iu8tiRXQm=1OwY0&zqb4ydxAXQ6P|%f~U| zmB*5pr}wyB!1~3Z3efsum8%79R=&j?r(ox$|2dT`8#}vwwG61{A0T}DqhK@oa$X+v zSCg-UcL;RBYn-wY1shlA+j>w|Vby9{tUcO@`t_N-oT6eTFem5QPoLUayDFT@Umy0# zt7}0KMn^ep^_1;vLR@$}2&OIAB#atB+P@KxmQ}r@avA|ATP!GyAwO5xM%HD|b5ZL7C>(pfGv-7XVN!f5v3LqXB*4A_C~Rab2BgKi6r! zTk3pjdB|uQsbYECE*CtHXjNfacWG-2-r32|&820^HZnOsAFuE{Y?DpQ@HtSl?Q&D2)Wu{H%Bros4EgGKjy=-Bn%c;y%Y5>^J@%^RR_BfnrcbSfO zQ;_952$YpbkQxq8dge|`F9t1P__`3wZy6V0NUYF#&ciKJa&oG2>J))@j^9C<{f3qb z?8g&Uqkytk!gCZW}j@QE}Bn1%(*h3NoCWuFW4)k^r=N6g(A!OrxYa;#oBQHCf`vX)I1zUIWBVy}dJ8LLhv=u7*w~ssS*S#_b;|zRMc2 z+iuJ(Yq1dS-G-LMM}fq4OZRw@9$FQ60_x;UsQ_Fx$zhG10?(J%I(fAfbp_^z=JT0k z1pA?5RWZL0()fZ>-N+(PCWJ7(s{ZgFBW?)AH;mO{<#$ToeNt@b$Osk{8_iWJvaCm> zNhx6MaFQo$_#XLRH&v)u^Pc8AEjyS9z>rTtAl~^JF0a3Rf; z$%Wu4dmpH96b!Lq@Rp}J(Fj^RQ8gFt+5<;#%9qSuRstYW}h2hd(?SA&{gA!cT- zFu!DUo1BwIe7KsGIc!BOj?f|79B6U;XNkjC+!Awf z6c+;V8yCWl&j^rXQIfxk_#Z#=TJFh3rHHELo2Tl!3%;H}oNA6!POHvoX*g%k1;}ey zvl#v#s~`Z1xYmUx&8D%Q;Xr7ytzR$yX@0Q+i6l;eIb)t%RK&8yf6VAMW-gQ>U?9&k zd8I4Ibr|(Yvn5I+;XSspW5z|OWK3Ukh1Y-E@b^G*g>>C>W=!5=FH|WsUE-tsj^7vG zB^f|GNN3u>6~rza8Z1*D2SOA1r8s3A5*-ID0Nt)u|Fcq@A`H8oWT@y=H<(roae7=X#4F*wK6l>M1O(Y_4_}1!#{BmKXTLibckB?yP;^%*9Z!2w3)|o zshP~w4aN?bv!(X7;}3I<&h*w$`mc(DS(S|aUJtf^4u~lBOA<{Eg zRxZsi#k8vJ%%XbH8`oo`YodpizUYMe`}Oy}mlQ7f;`F^G9ux1=$0e$3(MJyBr}}ll zQ-x==(xtKg$ItE!;TIk%xo6hJ^X`3pv3VuRMO3cYqEI_cn`1o%BkKz;IOWzF zlsz1Bh35F6lXYU-*&qg(+k(rHL&!h<6R<}X18G&IZ)8FJOL-JdG7Pjz1KJYI(cv!pn^-kxx#;KBpOhkE<~e^<;R7bx`~iG zXeX^-kF%reQ)M|xX?C#_L;o!-{9Lki+4hu7`s!} zb*#Lu9QQiiaC&aMYAw!9HlB^{>iARr*ioOnNcW~?!@>T2PbD%gu7uwHoLFl!b3aX* z`&KD5Fej4c$us;7ejZ_Wou9BsnJ0g-o*Qq+L88V==iBQ!Z;wnZXSg*3vog4L%JgzU8q{v|CW7@}h0^4h2O<>GA1Y*J|R_<;7Pz^8LuA zM~5}AYx5c;OD~n-eoPKJQ=%V>=ePQ$ES&j)0BNhigA=oBdZDGf z_PtwWhEvL>iyn`pRUArdF6v$dl^t=DDw_81?AwVcKi_+M#xnB9*^AA_HxQI#(QaWp zP=Ix1{bFNqYQJ|<6Jn(kZFoYUF~PAyN&(@B^-fTAtk&(hT@{g|yeUWHybV77(C<%6 z>(q3fvRnz40vU;_yT|EeN%kK$C~PRfFhWgKbiUeyp?&NmA4G97vM&D(^Hmt%B9RF#- z!~C?G|GlsqDDkyNz7OOQ=+SCv_vN(*1z%4z_i|fPEla#|ou*XP$T`&r9%tD@Fg3d7 zQ@!kaT(y*V{ATqKMLU#5BSwB$A2OK=g-mJNP zwYR;Lq*ob^%pL4Nb?+Yx5}nPZrs#o80;>Ahp>|VIb9dxoRtRlA$D#jnoAaRWKN-(x za{IHHQX$_|{=^0D6eBKCAQ$i5uW(hV9UmfHZbO1y9;hQVnZ!RBhs<23TL0&KN(==W zg2>Zj??EfIaF~uQ(x~`<_TQ7I#b8tO_YP|J9!I;GDR5t5No(Z9_K7czqidn|B)|RX z%>K6{2|pR{g#Db)P+7XRgxN*uhI42Mi9UTl&Nv5CX4$*3P%+u61-4wsUA9g?kh+Te z3+^X@n?Fzc|8|v>z4M_{z&90&MQ@QbLOqtB`a3C)?q-%Ymme?wf?=q({(~s{iRK zfg>k{BR~=dev>}_q;$_4rsL~sFtzP+eOtGL)&8{V($zs8nuvui^;y1JMD~|0n04QH z+}d+?`LL}phu9b2ZYn)6zwdztb>UFo`!6F95hbt9sZOf5v|uCci1KMB7m$fesj58Z zvQpnWsX%sugO{7^t6?Aic$pin*LhCYQ7!flj3{)m;d)n6Qq<;fKi4O(PrIiww8y zqw6yN!3X-N?d!ymAQYTwkMjaHFPhb`6qIkd@*zAWX6`)Wqd@f1s`fy2Y2b5;Tl@qMLir6{`JpU>*U?K@ZXC8rW56N%l9a!3%b zBKg*f@Ch}ZDXcm85yoiI;~0FPwDvmYqRO=WvTbv0^U&Ksg0%lR8t1EsPQE{z-WU71 z6Y|gbh9d4IYbkA(6fIV>k3q*=lYFLyatk?Y#_ zqRg>tspx1&gG-& zI@4yCMR>!%(jrrHCfJu17tsC5Z{-@`?af>}KcUD{TW3s?(HK?C*>E-}{3^pbBxd^B z(YP)s+(i42i!w1~*V+f4JyDZ5CM(mKSO5V_yuZ1{U>0LcFB@25c4=@tpQ)M};3E7d z$KfTpj`cNwuE14SZo>)kb=Fuc5Z>QDl)heqE6Lvg8=}!!OLD@Ov zs!qqLcKilG(berwG2TRiO=~$V`sez!T{ou==S2nXtz~JMO)l-jVC4ei(JdGw5%z!Z z8I?oSXx2BmM*E}Br8PPqaw#v-w0IYAhcvb;JTuZaNHC$hD$^Ou3c{}VX3l;0PZ!7` z>ZARcb!inBMi;+tSd#LI&fA8A6T7DSJw+fl-1sJ&$rnj$3j*;$+ar=ct(fd~Ft6R6 zSMRg9J4&>Mp)D5=`(#4=ZkY;yumV2L_THj9V_V$lCyXf*9i zND)_he5FT`wm}_%p|Lt%q8G{C^QXgzW$Qa>=+ba*(>Cw0O^t#CY3r7~3LJ>InFC@~ zM$z?3qgvgLNpPkJdd3TwU;fE6|T3~xW?Sf z^7m^Jd#R?eIa1K1>bUxO3&>O173p=`0znW90GTf}nyz)(J7XGFnXj~2FWu*^NaoiT z=O)L3h(nn!1-Gvd{c*|K;U|!X(^XgTU*O$Qvdd5o8ps>%=Cn{<^UXd#~kTg zpyD)KVYS?6MKz>UYCNjXJESn?k`(WBQBFRww}_IvxjcSLV9>Wzd&2j5%H)V3xp#cN z)f67*H4#O^S|qhdn#m*U4)pxtt-A5vfV>H_HbMm|sn zua_gK(M5tzVMR(HTf11)(uZF@FNz%zkb9@X z2-FGklnHX(_#vX>W7m=tkSF;u%s&HpXjK2Nr2R)Ww{Z+Z6$_dcRUNcd-zM$n15C$? z4Yqpt&}=|!$FMOtlUDw#}&=SRM&9Wy4G@H zcBvO-HfnUfx2vi6krbRUT4~m9ju`he-bG$IC1D3Y7qKHa^wF_I%8p_ zH8{^!Qnq%Q(Col#Ot;hQ)&|<3jh}{Mr>%;XN$35}21bG^e~n05RZ#z<^^mh>TBP-; zEr&)`$`?|n%30?g29pcV+5OY@Uv-z=(U*0MyP|=VnAuvdPZ@6mGY&3AeQB(rxG}w9 zRPw8)_g~eS^BQ2ZXB*W0O=#R3eRVdvKpaVN_VA!zq6!`vvm6KkHsCodgnWJ`jl*mz zy0l+Vqz+`2<8bJ;_zO3{w8-&j=Tq<)%idi4*MaoU^b5jR zMXg!tmHcC@BY%I9fYo4oxZis1zz>&R@Jy~DIx8XZ+KKm2pbW&QpI4R735YwMlm8(E z9_q4YpQX4L_r_(-8`I!98rL9`s7o~{x_&~}9bMx8TW6nCKNg)yS4ZyApK7Kb^5*hn z+++KV3ATkh^?2ML6O(?T4sP4SS4)uzZVa-2Ud!*WwHM8iXI`7liXa{eN?t|S!=p@vD)w`Th@wPND!hhm46P7l-0rEn?KFR zQqw0DISbVBkQ0XK6iM+y)ZXj^LClhWun?V1-8R{JL84!_R(2~sWl&;B@YT}9&nPml zURMBbU8KyZS6n^x$90LAQWv5{E}qVVR>^oZOANkvwH+50;t>wy^ci%1_(PVUJE{o$ zbji_Xm*tY-WbCGZtJL4y&;x}Ca78VGP%WdCj`DBsGEm`>PO1l%sjz?*{-<%YJx~~T za%nKxJT6h4uA?NW%lO-y3A6xSrPV8OI+Y{l!T-TxBOc2_3$UMBb20w(FBiArBPO$I zTz6GMRH^@$jeZX%LaVmR0y4_>j`iq=aIrpa{Jt~s7~9H}w~qUKd7=jj+k?zi&L z9zLyiS!SOWR=XbUc3qOoQNpNBAh)rx*@{p$wE#p~=e=tKkdYK#MR*}&Rc7bavRPPm zu`ZWe%s1;spuRTXwA&b&#kZfid7NYBLUpQ)$7XFlUS=jigO@foU3yi(Ra|E?C@cSX zzeVIR`RjCXn@Ck##lG$7%Pl+AL@pPGS3VT)!$hBO#q z&m4Uw6d0|OQyPB!Dx!Qnua4`qN-y3f0*6sw(ok58h9z_GSToTwQ7p@(dsIfLd#R94 zI6W>*X`=4z((FoJyX|a}{J1BG0{ZRjbHwx&e5I z;nj9KNN&PT1p}}b(vjsdfc; zt}~4JbhJp1+{_eYTDFC>M=_TKu7}y`kJk^uJD#NC8+^PKGRhL;LK57U2McD^yUjRl z%>ZO3k*+inZ|F9DRf6YPVzBN4#JVc?yScd)Y0W5E6$`Yy&YPKQXYrkPc$v+nIGD|6 zc|E4s|j6jCKR8u@biOFhEC= zO@SZ$e_Ffxf2Q{~?&yIMrQ=kG^o)?6j^<$}&Z%3Pg~Cfk%u~u35no3$(@}Tfj#!y6 zr-#j=X3cC`2&cqSWGmZzJw!RuHlnp+Z9AWF?*4)M-cR4xYkPgS>-t>Z>uJ~Ze(!Ti z9X}>wpYTn6Z0dRcC_DOi>3%A#I~YIIz{NY3UG0hM=h&}oF{-*tw5@AS8caWp9pBD*M-3dj;Bbk6sO0WmnTQz{7L$SqYvZ3?ptY+GFTNXHtkC07 zc$5vCr@adgpV2#ti0>;dE8^Y_ZFEiR?@Xqi9?rIT0QPci=oq|d}ofBW!zpJ%k2o1IZkfNn9O~h0yoQ( zYg!S%sEFc)v6Z#ukax8jutXMb0Vv2Z&|*nMJm5DWy-nma;plzx&4I3von`<(VO-I= zzZZpoP#pm2o_wq;&bA78sF}}AT0-lmDi0e;?6cVLvVf11?Hlv2?a-#%^Ha5XRDDysLfia%diO8# zoyMxp=eP3RN{*$@06Vv$r?9hLM9`ga5}9o$fCS&|!if`=WT@allTdaV?pl(lQ2Wl) z-3yVIEHk`Ffw-$7aX3GvWlU^phQtB%0855t<-LjT#N^dPwG?B(gbNH+J0V^`kS}rp zPODXowaIgo z&9WOPdOoheWx_OL$m}|6qh4&!-9;6_cLm#0=QrmqIU+N z+Xx;Wo46rWYQA-_!mMRL^vgWs8oD+eZNZNCB>4LOD?b!{ZD1cBM{#k z!5MzsY4UPLb+5Ijo2aw+6Cfg%c08mW6ZoWKW3(lgK8K&b5fbkIb~Y3pIFrS>6)pKS zqV9d|m_%%GlhVCEK{iqi>K3=a7MN@(OsH^E{<}o8{CaENWdLgUJbnvwEX)na%xjYlFshG`UKRQ=KZ*6jqD?jKlCN(lWwR z7nWG!1K*IC@W+=2*m@-T#T+;s%#6dfWaCCT2p{v0;nEl}ZNr-S`7)h7FBKMTkn5aY zLdHjnX)SC(k~xB7to#H5tzyp8eLKd-ez7W1Ttj|q?#h)JbH_LkCRZ?+_X)DJNYV3X z-^AX^D2rMsr}tjln6M*%xAI6$!PQ(!DEHUmheo-ScqRQBn@%oGT3O`9>eyl8{`C~k zpF~(B*xL0$)Eo4aVxrV}^+OWdlYb=9ZxX81a)s^5+$MitWk9mOu=snpMLfuai~kI^~!9hPq>|a{Wm_+VUNkIj_P`frXi+P9uI-)UmV_&c;r_rx!Ga z->?GTWt+-Wa@y$!}`|4Syhf6EDv(kOPx9G2X~A_4oq! zoe>r!ZQ=FSPOO-0Cr9(497%@4fv{Lym0B9jl>CffQZhcFh^QBNkIPQ|xrjdnIWW|* zNE4#PL1a~!G{T)aO7vW(vVQqe+{xDrLfKS?zd8O*ov!;&ETf z%2(MmmM*+uyHSih(v$QkQsX(=ZC#9#Vx`B`CzmOPp}DQV@HC=jGGru0SBs%dQ>a*my=mSR+=1rv8P?J zdY?=iCiOGPZJdM)jFA0t7RP$CdF*Kcy~mzGmlw-=9xLaaRpyRCw)@Y}Ne_Rhq6r4M zAR)7MNs6FX%P)2htTwH@;^iaTnJII81eq7zbY%f!xY~1P1!XSTK}bNB)87r+N7igCG-|@jt5}Yl9nc&>L;M0dbTS=(k^O{{0*(wzMBnVeq=K6<**=GO$%kzAY z-`Kjpy=JA}Tdr$T$_|E^?lH7I0PrWIfX}Sp1G(vIt8RXnHVP8*cz&T(Jj}&OT0tpt z`Q(k}4d<5mwJYSXNXHx};e$K0yBRN70p8qW9ULa1ogG8ZmruTK$qE6PO9;TL?cYY6 zM%SGh+LNkF$h$!Ec#3I|B>j$@ zJD?NCa~k;Vk!9jz({V7{?2}Xdd5}0rN$ELS4I1J6hM!J!Cbz8tTlN52yYK7t$9{H~ zTd7%)vUu4ZL(~QRTp-_iw#|Y-W@w`q6O+WZ8qY(HZ{9s2X59khGSb2}knq&kYc(n~ z^QdlR=h{9X=A1&Jl+=mj2CXloHr)ckojWpH%$e=nVRRS3 zZSLY7*iJFAbiMCJn3*rs6@0UYe*VBS{aEm&x_+*2d^{_xMPJm2PZiztFmg(pdMo$} zG=K5@oP^)An`@S=c78#azz?Dy;*ZzG*3}y?2Sy~B6=k*;P5s|5zY?iMt3A2{51Q(M O7s|uuU)6iUe*YWt`$G-@ literal 0 HcmV?d00001 diff --git a/data/Temp/20250825_160150.dat b/data/Temp/20250825_160150.dat index 93a1fe8..c2a23dd 100644 --- a/data/Temp/20250825_160150.dat +++ b/data/Temp/20250825_160150.dat @@ -4011,3 +4011,44 @@ 27.0 27.1 23.866 26.587 27.178 1756210739.04402 27.1 27.3 23.858 26.58 27.165 1756210759.043835 27.1 27.2 23.866 26.588 27.168 1756210779.0476558 +27.1 27.2 23.869 26.589 27.164 1756210799.0489118 +27.2 27.3 23.86 26.58 27.159 1756210819.063162 +26.9 27.0 23.882 26.608 27.167 1756210839.061026 +27.8 27.8 23.802 26.54 27.096 1756210859.058563 +27.3 27.4 23.845 26.578 27.143 1756210879.072059 +26.9 27.1 23.88 26.613 27.176 1756210899.069448 +26.6 26.8 23.908 26.642 27.199 1756210919.081968 +27.1 27.2 23.875 26.606 27.161 1756210939.079568 +27.8 27.9 23.812 26.539 27.114 1756210959.0922382 +27.3 27.4 23.858 26.586 27.153 1756210979.089671 +26.6 26.8 23.921 26.642 27.211 1756210999.086995 +27.8 27.9 23.818 26.538 27.114 1756211019.0999649 +27.5 27.6 23.853 26.57 27.138 1756211039.0969028 +27.2 27.3 23.867 26.586 27.152 1756211059.110697 +27.0 27.1 23.899 26.617 27.183 1756211079.1068 +27.8 27.9 23.823 26.538 27.109 1756211099.1046588 +27.3 27.4 23.858 26.588 27.147 1756211119.117232 +26.8 26.9 23.905 26.635 27.2 1756211139.129337 +27.1 27.2 23.876 26.609 27.169 1756211159.1258361 +27.6 27.7 23.821 26.555 27.123 1756211179.139198 +26.6 26.8 23.9 26.642 27.206 1756211199.13681 +27.8 27.9 23.802 26.541 27.118 1756211219.1493928 +26.5 26.7 23.918 26.65 27.211 1756211239.162821 +27.9 27.9 23.804 26.535 27.112 1756211259.1599061 +27.3 27.4 23.856 26.592 27.166 1756211279.172534 +27.0 27.1 23.882 26.614 27.176 1756211299.1861372 +27.3 27.4 23.843 26.58 27.139 1756211319.199296 +27.0 27.1 23.878 26.616 27.173 1756211339.196515 +27.4 27.5 23.84 26.573 27.142 1756211359.210439 +27.0 27.1 23.879 26.61 27.172 1756211379.223468 +27.9 27.9 23.821 26.543 27.118 1756211399.220018 +26.9 27.1 23.886 26.605 27.182 1756211419.232974 +27.1 27.2 23.879 26.61 27.176 1756211439.246164 +26.8 26.9 23.898 26.631 27.192 1756211459.243403 +27.6 27.7 23.829 26.569 27.132 1756211479.25667 +27.0 27.1 23.871 26.616 27.186 1756211499.269522 +27.1 27.2 23.867 26.621 27.185 1756211519.266691 +27.2 27.3 23.853 26.606 27.176 1756211539.264711 +27.2 27.3 23.859 26.607 27.178 1756211559.27766 +26.8 27.0 23.886 26.629 27.2 1756211579.2742789 +27.5 27.6 23.836 26.575 27.153 1756211599.2871108 diff --git a/notebooks/Analytics.ipynb b/notebooks/Analytics.ipynb index ec33e91..ae3fad0 100644 --- a/notebooks/Analytics.ipynb +++ b/notebooks/Analytics.ipynb @@ -94,8 +94,8 @@ "id": "52db5e2c12fea30c", "metadata": { "ExecuteTime": { - "end_time": "2025-08-26T12:22:06.599957Z", - "start_time": "2025-08-26T12:22:06.521488Z" + "end_time": "2025-08-27T07:11:08.187931Z", + "start_time": "2025-08-27T07:11:08.062658Z" } }, "source": [ @@ -125,13 +125,13 @@ " step = max((ind_max - ind_min) // 1000, 1)\n", "\n", " for i in range(5):\n", - " if (i==2): # 2 ist raum\n", + " if i >2: #(i==2): # 2 ist raum\n", " line, = ax.plot(times[ind_min:ind_max:step],\n", " temps[i][ind_min:ind_max:step],\n", " label=labels[i], color=colors[i])\n", " lines.append(line)\n", "\n", - " ax.set_title(\"Temperature Over Time\")\n", + " ax.set_title(\"Temperature over time\")\n", " ax.set_xlabel(\"Time\")\n", " ax.set_ylabel(\"Temperature (°C)\")\n", " ax.legend()\n", @@ -172,28 +172,28 @@ "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ], - "image/png": "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", + "image/png": "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", "text/html": [ "\n", "

\n", "
\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, - "model_id": "cf749a57b9394a5aa6b1c5701cb9181d" + "model_id": "bf082b1de9054b7697aa9a64bd9deb3c" } }, "metadata": {}, "output_type": "display_data" } ], - "execution_count": 12 + "execution_count": 18 }, { "cell_type": "code", diff --git a/notebooks/Messbericht190825.ipynb b/notebooks/Messbericht190825.ipynb index 9f5011e..f37f383 100644 --- a/notebooks/Messbericht190825.ipynb +++ b/notebooks/Messbericht190825.ipynb @@ -129,8 +129,37 @@ "\n", "## Possible influenc on Y measurement\n", " The microscope is mounted on a aluminium pole with the length of 300mm. A aproximate thermal expansion coefficient for aluminium is around 23.8microns/k/m. Given a temperature difference from 0.6K (measurement if 2.08.25-26.08.25) the measuremnt would be +4.2microns off.\n", - " To validate this theory a measurement in a climate controlled enviorenment and pt100 placed in the aluminium pole would be neccesary." - ] + " To validate this theory a measurement in a climate controlled enviorenment and pt100 placed in the aluminium pole would be neccesary.\n", + "\n", + "## Measurement Y-Axis 25.08-26.08\n", + "The measurement followed the initial measurement of the 18/19.08 which failed because of a failiar to simiultainias move axis 1 and 4. In preperation a new API for controling the Axis over python was written. With this API it is possible to couple the two axis.\\n The X-Axis was not controlled during the whole mwasurement.\n", + "\n", + "| | |\n", + "|-----------|-----|\n", + "| Duration | 24h |\n", + "| Cycletime | 60s |\n", + "\n", + "| |\n", + "|------------------------------------------------------------------|\n", + "| |\n", + "| |\n", + "| |\n", + "\n", + "\n", + "\n", + "\n", + "### Results\n", + "\n", + "| Achse | STD [um] | P2V [um] |\n", + "|-------|-----------|----------|\n", + "| X | 0.93 | 5.63 |\n", + "| Y | 1.89 | 10.07 |" + ], + "attachments": { + "62afc046-073d-48b9-98a0-15ec3fc796cb.png": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA2UAAAHYCAYAAADNvUDRAACAAElEQVR4XuydB7wU1fn+Nz0akxhbTNRfEmMBpYmCYkeDWGPvYEXRKPZGFLuIFQtqbGgURY0tQcWCiAVBQWwgggoKCJgYjfR+/jwz//fOOe87e3cvzNx7d+/zfD7fz905M3N27zNnd+fdc857Co6iKIqiKIqiKIpqMBV0AUVRFEVRFEVRFFV/YlBGURRFURRFURTVgGJQRlEURVEURVEU1YBiUEZRFEVRFEVRFNWAYlBGURRFURRFURTVgGJQRlEURVEURVEU1YBiUEZRFEVRFEVRFNWAYlBGURRFURRFURTVgGJQRlEURVEURVEU1YBiUEZRFEVRFEVRFNWAYlBGURRFURRFURTVgGJQRlEURVEURVEU1YBiUEZRFEVRFEVRFNWAYlBGURRFURRFURTVgGJQRlEURVEURVEU1YBiUEZRFEVRFEVRFNWAYlBGURRFGS1btkwXNQk11f+7lOgLRVFUvmJQRlEUVcE666yz3CabbOLuvfdevct16dIloq4aPXq069atmy6uas2YMcOdcMIJburUqXpXk9djjz3mrr766prtJ554Impz9IqiKCo7MSijKIqqUM2aNcu1atXK7b333m633XYzvRmffPJJRF11/vnnu44dO+riqhYDjeJCW0CbEP33v/917777rlu4cKF3FEVRFLUyYlBGURRVoXr44YejoGzEiBFRQPHmm2/qQ1ZIDMooXzoooyiKorIXgzKKoqgK1YEHHui6d+8ePe7UqZM77bTTgv16+CKCjltvvdXtv//+rmXLltFjLdx84zgBwQq0YMECd80117gdd9zRbb755lHv3LPPPhuci5t31HnVVVe59u3buzZt2kTDK+fMmePuvPNOt8MOO7i2bdu6U0891X3zzTfBeTfeeGN03lZbbRWde+6557pvv/3Wq925UaNGuSOPPDIKRNu1a+fOO++8qNdGhNfavHnzaLjdtttuGx2DnsIlS5ZEz7/XXntF/3fr1q3doYceGgWzcp7/P0sAgse33HJLTf0QtlEuwrFHHXWUu/jii90WW2zh9thjj+j5li5dGj3nn/70p8gv9GQ+8MADXk3pQu9n79693a677upatGgRveZ//OMfNfsvuuii6H/Dc/i68sorI98WLVoUbU+YMMGdeOKJ0WsCf/nLX9yUKVNqjh85cmT0fwwcONDtvPPO0TFvvPFGzX4Rro3vDYJWHcDCg+OOO8498sgj0euGx/B30qRJbujQoVFbwTU76KCD3EcffRTUX+qaUhRFNRUxKKMoiqpATZw4MboxHjx4cLR92223RTf///nPf2qOSQvKcEz//v3dK6+8EtWh9cUXX0Rzq7bbbrtoiBpukDEs8vjjj49u3O+77z732muvuV69ekX1PfXUUzXn4gYexyDoGj58eBSU4JjOnTu7rl27umHDhrkBAwZEgdOll14anIdgDEHmSy+95B599NEowDjkkENqhmS+/fbb0WvH68CNPp4XwQSClvnz50fHSLCw++67R//fk08+GZ3fp0+fKBBDUPTWW2+5f/3rX9FrwnPMmzcv+h/79u0bnfviiy9GHkDlBmWbbbZZ5Bl6KocMGRKVwx+8Xhz/+uuvR0Fns2bNXL9+/WrO1cL/gQCmQ4cOUbAEnxHs4fnuuOOO6BgEMdiGvyIEgLhel112WbSNYAjXAX7i/3nuuefcPvvsEx3z9ddfR8dIUIYytCH4OXfu3Jo6RePGjYuOwf8nQxbTgjI8H147rt8zzzwTXU8EpPixYNCgQZEvqGfPPfesqbuca0pRFNVUxKCMoiiqAoXECwgqZF7P9OnTo5t+uXmH0oKyo48+uma7mPTwRfSg4FzdM3bOOedEN9qLFy+OtnEOesNkG0KAhBt29ACJ0Lv35z//uWYb5+F/8Y/BzT2e89VXX4220fOCm36/hwjBBwI8BHqQBAtPP/10zTEQeuvuv//+oOyFF16IjkWgAelAAyo3KMM2EoWI8Lo23XTTKCj1hcAPvUh+L6Gvhx56KKprzJgxQflf//rX6Dz0HCLIhF89e/as2Y9gEOe999570Tb+X/SmzZ49u+YYnLvllltGASokQRmC+VLSwxe1V+LBp59+WnOMBJP+kFoko0HZd999F22Xc00piqKaihiUURRFVZgwRA29KbhZxw2ugGFguIFGzwmUFpTJTXlt0kHZddddFwUZGIaIgEtADwzqlCFpOOeUU06pOQ/C8x9wwAFBma4fjy+44ALviLj3Bz1Q119/fdSbhYATr8N/foCb+pNPPjk6R4IFDN1LE3rE0NP0+OOPR68Tx6LnDNKBBlRuUIaA0hfm+uEYDJ30X+v7778flSPgTNPpp58e+CKSAAo9jRCCOwz1k4D8wgsvjIZHihCQnXHGGcYrPxiWOtFDVUrlBGV4Pb7EJ7/3zT+v3GtKURTVVMSgjKIoqsKEIWm4uS2G3LynBWU6yEiTDppw06+fI+359M07pF8DpOvHYwQaWuiFwzDAmTNnmuf0wTA9SAcLog8++CA6BvswjBGPe/ToEW0jOCl2Lra1X2lBmQ6kbr/9dvMafYr1Ah1zzDHRkE0t9EDhPAy7hNCbhG0MCURghoDIHxaJYFY/p7DNNttEx0hQJv9/bdLXVXuV5oH2CfLPK/eaUhRFNRUxKKMoiqowoccDCRVwQ+2DxBUYonbSSSdFx+mACDe7OshIk77JRu8aknYguElDhqPpm3dIvwZI14/HGO7mC0PaEFwgWMMwPPTUYcimfm4gaf91sADhXPRkYU4bjpNeRASSflCSdi62dbAIL/xgQ/8vEIIuHIProV8rkHldWsV6yiS7JuamiZA04+yzz456uuCNn8Rj6623dmeeeaZ5XiC9mg0dlJV7TSmKopqKGJRRFEVVkP79739HwQoSR6QJvVqYk4OeCB0QlRuUYb6Sf5ONG3+ci+F3vjAMEAGiZMvTN++Qfg2QvonHYyR48Ne9kjlfEjQgYySSTfhCMgiU6TllfmBVbMjg5ZdfHpXLnCckmdDnIlOkHlaJnqxSQdnHH38cHYPhnb4QCCKphT/3ypcEc3pOGa4HEmJI8As9+OCDUbCJwOzwww/3jnZRLyASe2AooAhz0TDX7Oabb4626xKU4QeArIMyqJxrSlEU1VTEoIyiKKqCdNddd0U3tsXmTUl2PtwU64Co3KAMvRdILIEg4quvvop6lzBfDcMJkYwCN/J4HUjZ7s/9WZmgDL0mSKuO50TmQQzJQwAjQi8Rgk0EFjjm5Zdfjl4TXkNtyTqQPATBFYbDISMj6kFaecxnwrGoB8JfbCMzpQRNeC74gNeD4A2JTdALVSoog3Asei3vvvvuqKcL88zwPyEQ0ensRZhnheyEkn0RrxUZFdOuGwJhBGrwBKnofY0fPz4apgk/EYwiiyPm0MFjBLtQXYIyvGYEeZh/h6BJ+5zmQTlBWTnXlKIoqqmIQRlFUVQFCdkMkTK8mNAjsssuu0RZENGDsiJBGQI+PA9u+iWDIBI2YP0sWacMz3HDDTdE65eJViYow4050uRjmCQSVeC5dFp0BEZHHHFEtKYVAh6sD4YgVKRv+kUIPJBsBOch4EGwMnr06CgrJNZeg5DEBHO68L9J7w2WF8Dab3hNSPGOIZZYA62coAy9VJjnhV4m1AnfLrnkErP2mhaCLSRwwdwvBCdIzOGvU+YLvZQ45n//+5/e5caOHVuzjAFeP3r4JF0/VJegDCnt4RueC35rn9M8KCcog0pdU4qiqKYiBmUURVFUgyotmKMoiqKopiQGZRRFUVSDikEZRVEU1dTFoIyiKIpqUDEooyiKopq6GJRRFEVRFEVRFEU1oBiUURRFURRFURRFNaAYlFEURVEURVEURTWgGJRRFEVRFEVRFEU1oBiUURRFURRFURRFNaAYlFEURVEURVEURTWgGJSV0Ndfz3L/+Q+BD/QjhJ6E0A8LPbHQEws9sdCTEPphoScWemLJ0hOpKy8xKCshXIR//5vAB/oRQk9C6IeFnljoiYWeWOhJCP2w0BMLPbFk6YnUlZcYlJVQFhexGsiyUVcL9CSEfljoiYWeWOiJhZ6E0A8LPbHQE0uWnkhdeYlBWQllcRGrgSwbdbVAT0Loh4WeWOiJhZ5Y6EkI/bDQEws9sWTpidSVlxiUlVAWF7EayLJRVwv0JIR+WOiJhZ5Y6ImFnoTQDws9sdATS5aeSF15iUFZCZW6iDNn/s99+eXXVc/06V+7+fPnR3/1vsYIrou+VlmT5Ru9GqAfFnpioScWemKhJyH0w0JPLPTEkqUnUldeYlBWQsUu4ldffec++WSy++CDD5sMY8eOM2WNGVwfXCd97bIiyzd6NUA/LPTEQk8s9MRCT0Loh4WeWOiJJUtPpK68xKCshIpdRAnIJk2a5qZN+4/pqalGZs78rylrjOB64LpIYKavXVZk+UavBuiHhZ5Y6ImFnljoSQj9sNATCz2xZOmJ1JWXGJSVUNpFnDnz25qATO+rZr75Zo4pa8xIYJbXUMYs3+jVAP2w0BMLPbHQEws9CaEfFnpioSeWLD2RuvISg7ISSruI6I3BzT56ZPS+aqbSgjJcH1wnXC+9LwuyfKNXA/TDQk8s9MRCTyz0JIR+WOiJhZ5YsvRE6spLDMpKKO0iSlCW181+Y6XSgrK8r1OWb/RqgH5Y6ImFnljoiYWehNAPCz2x0BNLlp5IXXmJQVkJpV3EvG/2GysMykKyfKNXA/TDQk8s9MRCTyz0JIR+WOiJhZ5YsvRE6spLDMpKKO0i5n2znyeffjrN9ep1mdtpp51dy5YtXadOu7l+/f4WzLvaZJNN3PPPDzXn1kdQVuy5wYQJn7sTTzzZbbHFFm6bbTq4Sy+90k2f/o05Tsj7OmX5Rq8G6IeFnljoiYWeWOhJCP2w0BMLPbFk6YnUlZcYlJVQ2kXM+2Y/Lz75ZIrbZZdd3SGHHOYGD37ZvffeeDdw4OOuffutXc+eF9UcVywwauig7Igjurgjj+zq3nrrPffSS6+67bffwV1//U3mOCHv65TlG70aoB8WemKhJxZ6YqEnIfTDQk8s9MSSpSdSV15iUFZCaRcx75v9vDj77PNc5867u6lTwwQlTz75jNt0003d6NEfRtvFAqOGDMqmTfvanXrq6W7MmHE1Zb16XeqOOuoYc6yQ93XK8o1eDdAPCz2x0BMLPbHQkxD6YaEnFnpiydITqSsvMSgrobSLmPfNfh4gqGnduo27667+Zh8WWEYghGOwjcDo2mtvdLvvvodr0aJF1LP2wQcTaoKyJ58c5Pbaa+9oX9u2bd3JJ5/qPv98ZrTv6quvc6eccpo777yerk2bLaJeuL59bw2eC3V36LBtdO4xxxy/vO6JNfuLBWWakSPfdR077hLUrcn7OmX5Rq8G6IeFnljoiYWeWOhJCP2w0BMLPbGU68mYMbPd5ZfPd5Mm2X26rrzEoKyE0i5isZv9r76a5SZPrj/wfPq1FQND/hDwvPbaW2afBsdhaCCCoxEjxrg99thzeeB1ShSUvfvuR26zzTZz99zzd/f++x+7Z555cXng1d7dcsvt0bkIyrD/oosuiXq1brqpX1Sf9MLdfvtd7k9/6hTVPWrUB+6ss86NtmVuWDlBGYJEHLfPPvu6L774yuwXil2nrCj3jd5UoB8WemKhJxZ6YqEnIfTDQk8s9MRSrie//vVSV1geFXXtutDs03XlJQZlJZR2EdNu9hEgtWu3JLqg9UX79ovLDsxefvn1KJDxh/8VA8fdfff9Ndv9+t0ZJQRBUPbOO2PdXXfdFxyPnrIzzzwneoygrEOHDm7GjG9r9m+1VTs3YMBj0WMEexguKftwHHrTpKycoGz48NHRMejJO/bY481+Ie06ZUm5b/SmAv2w0BMLPbHQEws9CaEfFnpioSeWcj2Re+v11ltq9um68lJBF1Ch0i5i2s0+giMESTpwypO6BGWjR38QBTyvvjrC7NPguOeeG1Kzff/9D0XZGmX4IoYbXndd3ygYQy9as2bN3OmnnxXtQ1B2wAEHBfXtuONO7u9/fzga4oi6kfWxdevWNeD8m2+Oe9rKCcqE114bGR2PHju9D6Rdpywp943eVKAfFnpioScWemKhJyH0w0JPLE3VkxkzZi2/b53jpk61+8r1RO6tf/tbBmWNVmkXsdjNfmMevojhgZjDlTanDBx3XDf37LMvRY91YISgDIEVgjL0UmFuGuaN3Xln/yjIw+PTTz8rOhZBGYYX+nXjXNTx2WdfRnU//fRzUY+dz6efTk19bmHy5OlRpkg/df+UKf/+/0MyR5rjQbHrlBXlvtGbCvTDQk8s9MRCTyz0JIR+WOiJpal6cv75C6KAar/9Fpl95XoiQdm66zIoa7RKu4h53+znxbnnXhBlX/zyy/8G5Rg6iOAG886wrQMjPyi7+OLL3dFHHxucv++++7nTTjszelxbUIbHW2+9jevf/4GafXgt3bp1d0OHvpH63ML48ZOifXIcQFr85s2bRwGbPj6uO9/rVO4bvalAPyz0xEJPLPTEQk9C6IeFnliagifoFdNlq666rCao0vvK9UTOX2cdBmWNVmkXMe+b/bxAYIM5XYceerh74YVXoqQdCJC23HIrd+GFl9QcpwMjPyi74YabozqGDXszSt6BhahxPBKB4NhSQdmNN94SLfyMQBDz03r0OCMK1LCoddpz+5xwQne3995/dm+88XYUkO2665+ihCL6OCHv61TuG72pQD8s9MRCTyz0xEJPQuiHhZ5Yqt2T226bFwVgjz46NyjPMihbay0GZY1WaRcx75v9PPnww4lRUo7tttvetWjRMuo5u+OOu4PEHDow8oMyZDvs3v0vNenuTzzxpCgQQ4CEY0sFZXieK6/sEyUDadWqVXTs8OGjij63z6RJ090ZZ5zt2rVrF4F1ynSvn0/e16ncN3pTgX5Y6ImFnljoiYWehNAPCz2xVLsnEjh9//vLasp69oyHLmYVlK25JoOyRqu0i5j3zX5jpT4Wj86SvK9TuW/0pgL9sNATCz2x0BMLPQmhHxZ6Yql2T3TwNW1aWJZFULbGGgzKGq3SLmLeN/uNFQZlIeW+0ZsK9MNCTyz0xEJPLPQkhH5Y6Iml2j3Rwde4cbMzD8p+9aukF04jdeUlBmUllHYR877Zb6wwKAsp943eVKAfFnpioScWemKhJyH0w0JPLNXuiQ6+3nwz+6Dsl79kUNZolXYR877Zb6wwKAsp943eVKAfFnpioScWemKhJyH0w0JPLNXuiQ6+Bg+ek3lQ9vOfMyhrtEq7iHnf7DdWGJSFlPtGbyrQDws9sdATCz2x0JMQ+mGhJ5Zq90QHX488MjeToAzr/sr5q61mg7JJk2a5N96Y40aMmBPVlZcYlJVQ2kWUm/1p0/5j9lUzlRaU4fowKKs/6IeFnljoiYWeWOhJCP2w0BNLtXuig68775yXSVD2xRdJ3Uivr/fvvPPiaN/Pfx5VlZsYlJVQ2kWcOfPb6GZ/0qR4ba2mQqUFZbg+uE4zZ/7P7MuCct7oTQn6YaEnFnpioScWehJCPyz0xFLtnujg69pr52cSlE2cmNS9yiphUPbZZ/7Qxqiq3MSgrISKXcRPPplcE5ihRwa9MdXOzJn/NWWNEVwPCchwnfS1y4py3uhNCfphoScWemKhJxZ6EkI/LPTEUu2eYH0yP/i68MJwjbJiQdl55zn3u98tdWPGzI4Wnu7adaGbPDk55sMPk4QhP/hBGJTde2/SG8egrIFVrGF/9dV3NYFZU2Hs2HGmrDGD64PrpK9dVlT7h19doR8WemKhJxZ6YqEnIfTDQk8s1e7JT3+aBGVffjnLnXpqeUGZ7Nt663gYIjjvvAU1x4waFWZx3G+/RVHwhn09eiTPwaCsgVWqYWNonO6pqUamT//azZ8/P/qr9zVG8hqy6FPtH351hX5Y6ImFnljoiYWehNAPCz2xVLsnyIwoAdKECbOiHq+6BGU+XbosrDkGSTz0fqmrW7fkORiUNbBuvXW++/hj2zCaGtX+Rl8R6EkI/bDQEws9sdATCz0JoR8WemKpdk+QhEMCpNGjZ7s//3mRCaSmTw/PgRc/+5kNuI49NgnKhgwpHpT5gR+DsgYWLsB22y02DaOpUe1v9BWBnoTQDws9sdATCz2x0JMQ+mGhJ5Zq9gRp67/3vSQoe+WVOW7HHZPhiII/VwzAi9VWswHXiScmQdkzzxQPyg4+OA78WrZc4m6+eX7kb14q6AIqFIIyuTBNmWp+o68o9CSEfljoiYWeWOiJhZ6E0A8LPbFUsyfTpoXDEP/1r7muVaslJpDCsEb/PHixyio24DrllCQo69fPptaXe3/pjbv66vk1/ualgi6gQjEoi6nmN/qKQk9C6IeFnljoiYWeWOhJCP2w0BNLNXvip6YHAwfOdeutt9QEUh98MNuc+73v2YDrzDPjRB8ffRQm+fDB/s6d4964vn0ZlDW4GJTFVPMbfUWhJyH0w0JPLPTEQk8s9CSEfljoiaXaPJk5c5Z78cU5bsqUWW7cuDB4Qqp6PxujgEyKfh2YY6aPAdJT9sQTc80+AftliOTtt8+r8TcvFXQBFYpBWUy1vdGzgJ6E0A8LPbHQEws9sdCTEPphoSeWavPk+uvjxaH33HNRtMaYHzD16WMXjgbIpOjXgTlm+hhw/PFxUIZhkHqfgHlskkYfQaD4m5cKuoAKxaAsptre6FlAT0Loh4WeWOiJhZ5Y6EkI/bDQE0u1eYIFnyVAGjEiDMrQ06WDKHDttfOjzIxSx/jx6cMTjzgiDsr+8Y/iQRl66Nq0ieetPfTQ3Bp/81JBF1ChGJTFVNsbPQvoSQj9sNATCz2x0BMLPQmhHxZ6Yqk2T37zmyQoQ7ZFP2BKS4cv/OAHy2rqeP/99KDsgAMWRfsHDCgelGFJrObN46Ds8ccZlDW4GJTFVNsbPQvoSQj9sNATCz2x0BMLPQmhHxZ6Yqk2T9ZcMwnKBg8Og7IttrCZF30wHw11vPVWelC2xx5xUIZhiVK2ww5hin0MmfzDH+LXgLT54m9eKugCKlRDBWWYmKjXWmhIqu2NngX0JIR+WOiJhZ5Y6ImFnoTQDws9sTR2T8aOnR2ln8ewQL0vjdVWSxJ5PP102KO11lo286IPsiqijtdfT1+DrGPHeA1iSYe/886L3UEHhb1vw4fPqemtwwLT4m9eKugCKtSKBmVffDHLTZpky8sFY1ixSN7EiXZfQ9DY3+gNAT0JoR8WemKhJxZ6YqEnIfTDQk8sjd2TDTeMA5y//CVZI6w2fvzjJCh75JHiwwzTGDYsTviBYErvAx06xEHZDTfECUN2332R69o1nKf20ktz3BprxK8ZwZ34m5cKuoAKhaAMwZFuKD4Yr4qeLb/s17+OL+KK9nZJg0C3qt7XEDT2N3pDQE9C6IeFnljoiYWeWOhJCP2w0BNLY/dE7m032GCp2ZeGHyD5wwx9dtopHHIoPProXHfkkQvd2mun96ih8wPP0bt3HJTtu+8i1717GJT9859z3aqrxoHh22/PrvE3LxV0ARUKQdmPflQ8KHvuuTgC79QpjrjBjBlJQ8J+fU5tIBL3x8necw+DssYKPQmhHxZ6YqEnFnpioSch9MNCTyyN3RO5t8WQQL1PM21aGJRdfXV6CvyzzloQrU22zTZhcHbaaQvMsT7Nmi1xX345q6Z37NBDF7nTTw/PQe8ckobg8YcfMihrcJUKynAR5eJJmb/qONY/QBmGMp577oIo6NJ1+LRoEU5cZFDWeKEnIfTDQk8s9MRCTyz0JIR+WOiJpbF7Ive26L3S+zQ6a+KJJ6anwO/Va0F0/N/+Nq8mfT3QSTs0SLePZB+yfdRRC90FF4RB2V13Jb1zmE4k/ualgi6gQsmcMsniojn55KSRSBmiaSnD+gco69YtPO6FF+akzjlbf/2wm5XDFxsv9CSEfljoiYWeWOiJhZ6E0A8LPbE0dk/k3hbztPQ+zdCh4Vywdu3igMtfuwygB80/T9Yv85OElAOCvssuC3vj/N455IoQf/NSQRdQoSQo+/xz22DARRclUfWnn8ZlfvpNCapatUqidxkXu+22yZBHQVJvCnfcMS9aUVwfV9809jd6Q0BPQuiHhZ5Y6ImFnljoSQj9sNATS2P3RO5tf/7z4iPQBKSg9++Hf/jDOMjae+8wQ+Itt4SdFzqwKpcePRZEC0/rcgGdM+JvXiroAiqUBGUTJtgGA9BtKhfs1VfjoYn+And9+8YRfMuWSVDWtm3yWNe3ySbh8MWtt14c/aIwaFDc49ZQNPY3ekNAT0Loh4WeWOiJhZ5Y6EkI/bDQE0tj90TubZE8Q+/TPPZYerbFnj3DIYZ6RNlDD6WfV4pzzlngbr01PZmIJPwTf/NSQRdQoSQow9hW3WDAeecljeOEE+IUn88+mwRliNhR5s8V89dW0PVtvnnxxfCuvDLsoq1PGvsbvSGgJyH0w0JPLPTEQk8s9CSEfljoiaWxeyL3s0h1r/dp/v739ADp4YfDoAvJOPzz3n03fbHoUmDkW7EMjwB1i795qaALGlozZ850PXr0cO3atXPbb7+96927t1uwYEG077XXXnP77LOPa9myZfR32LBh6uxEy5Ytc7fccovbYYcd3FZbbeVOP/1099///lcfVlISlGFIom4wQGd3efHFOe7xx5MGg6wwOE4n8PAvso8/STGNhhrK2Njf6A0BPQmhHxZ6YqEnFnpioSch9MNCTyyN3RO5l01basqfJoTHSNyh74GRSh8LOvtlklBPwH2ypLGvC+j48AM+rFvm70fd4m9eKuiChhQCqUMOOcR169bNTZw40Y0aNcp16tTJ9enTZ/kF+ty1atXK3XfffW7KlCmuf//+bvPNN3dTp07V1UQaOHCg23HHHZcHU2+5CRMmuMMPP9yddNJJ+rCSkqBMhiZq9JoGiLIfeCC5qEjwgeOK9YD5jeiTT2bVTGQsRrmroGdNY3+jNwT0JIR+WOiJhZ5Y6ImFnoTQDws9sTR2T9Luf0G/fnEAhvlhffrMj+aPSSfF9tsvjqbwIHv5O+/Mdu+9F/aEYXFo/Tw6P0M5XHfd/Cg5n2x//PEs99vfhiPbxN+8VNAFDalPP/3UbbLJJsv/6f/UlA0aNCjqMRs5cuTyKPZK72hkYmnnnn322aBMhAAMwZzo5ZdfXn6B23hHlCfJ8oJsifqiA6TQ9C8qxqP60f0hhyyKjttsMxtsYRij1HPYYXFEXipbDFJy6tdQHzT2N3pDQE9C6IeFnljoiYWeWOhJCP2w0BNLY/fEv58tVq7Zb7/4PlpAB4a/f8QIO5Lt9tvnuQ03XOqeeCJ9fhmCv7Qy/3j01m25ZZgDQvzNSwVd0JD67rvvoiGKvhCU6WBq0aJF7rHHHnOtW7cu2lN2wQUXuN133z0aDjl//nx31llnRb1ldVXr1nFQprtHBX+dMoAIH8k9ZBvdnziueXMblK23XhKU6X3FKDa3LW8a+xu9IaAnIfTDQk8s9MRCTyz0JIR+WOiJpbF74t/PFivXHH54GJRhZBnWDy73vljXJ5kfx4+fHUwZuvvuee6pp5KgbMaMWUGmR5wj/ualgi5oTFq6dOnyoOfQYNghhjE2b9486lG78847vaNDIVjbe++9o+NwPIYyzpgxQx9WUu3bxxcMWWBwMTT77hsGZRdfvMBddVUSlCHtPY5L6ylbZ52lNfXofcXA3Db9GgAaD34t0OVZ8fXXcUPEX72vqUJPQuiHhZ5Y6ImFnljoSQj9sNATS2PxZNq0We7tt+N7Ugw7RBINTL/x72f94/W9rs9xxy009WPxadn/2Wf2+WurGx0iss9PzPfgg3OjUXGyjf3IE4HHWGQa2+JvXirogsYkDD9EUg/MCRPNmjXLjRs3zg0YMMC1aNHCPf/8894ZiTDc8aCDDnJDhw51o0ePjuaqHXvssfqwkurYMb44//yn3hPrz3+O9//4x/HfXr2c6907ufitW8fHLX+ppmGssYZzS5Y4d/nldl8xPvggfH7RgQfG+x96SO+hKIqiKIqiqPrRllvG96TIxyf3rz17hvezvvS9rs9554XHQhtumOxfvFjvDaXrw/246MMPk/IXXkBuC+cOOwyj7ZJjpk3DCL1kO08pWxqPrr322qiHq1jQBV122WWuS5cuujhKGLLTTjsF882mT5/uNt10U/fee+95R5bWbrstji4W5onp6BtdnxKt/+Y38d+TTloYZVyUi4xyHNusme0p+9nPlrkbbyy+UF0aiOJHj57tRo0Ke8VkPxKK6NeZBY3l15fGBD0JoR8WemKhJxZ6YqEnIfTDQk8sDe3Jl1/OcqefntwDY+ihPNaJ7Pzz9L2uD5ae0s/jJ8/T+zTPPTfHdeoU94QhFf+RRyY9b376/H/+M31EnI/4m5cKuqAx6PLLL48CsmeeeaamTLIx+kJv2V577RWUQV9//XU0bBGJQ3xts802RRODFNPBB8cN6uqr7RphflIOSXnfpcvCICPj97+/LOrG1YtCAzSOrl3DRCGl8BfT8zMxShnmrunXmQVojBD+6n1NFXoSQj8s9MRCTyz0xEJPQuiHhZ5YGsqTN96Y444/fmHUMeHfsx5xRLKtl4bCsETJ16DvdX0uvtjef2+9ddxhAvQ+je8Jhjr6S0v5SUOK5Y5IqysvFXRBQ+vWW291m222mRs8eHBQjvljnTt3jnrBRD179ozWNNNavHhxNLTxBfRF/n9hjbJmzZq5999/3zuytE48MW5Q554brzfm4zeanXaKG8j++y8ygRbG1f7+9+npOSXoK5c77kgyxnzwQTK5UcoQ/OnXmQUN9UZvzNCTEPphoScWemKhJxZ6EkI/LPTE0hCeoHdM36sKflC20Ua2cwLZDVGHLvdBAj39nLvuumJBmd6HfAxSz5NPMigLhJ4t9JD17dt3+T//7wAk6Wjbtm00rHHy5MlRLxnWKRs7dmx07sKFWA/s324JJmk5RNYXu1122WV5QPR2NCftuOOOi5KG+EFdOTr//LgbFr8A+BcGkbbfaA44IA6uMNzxoIPCQAvrHqy5ZnpQhsmDuqw2brghGe44ZowNytDodSNKA713/fvPW+6N3ZdGbY26qUJPQuiHhZ5Y6ImFnljoSQj9sNATS0N4krbIs+APX/TX/PKZPDm8n8bC0v42UtXr5/ST7Ol9mlKeSD0vvZS+9FVaXXmpoAsaUugNw7DDNKB3333XHXzwwdEi0nvssYcbMmRIzblI7IHjJEX+ggULokQhO+ywg2vfvr0744wzot6yugoROi4Wgq4PP5wd9VThVwGsX+A3mhNOiH8N2G67xW7PPcsPtLbYwv5yUBuXXpoEZSNHxkGZ/1qwYJ5uRGmcdlocbLZvv9jsS6NUo26K0JMQ+mGhJxZ6YqEnFnoSQj8s9MRSn56MHTvb3XbbvJpOiTT8oAyp6PV+4C/YDHTwhlT1+rmRzVH2632aUp5gfeGzz14QDGsshtSVlwq6gAolvwAgeJIhiBdeuCAK0PxGc8EFcQPBmgc77xx3q66ySnoD9FljjfRfDorhJxF55ZU50SRFf24bFrv2GxDSee6yy2I3bFj4C4D/vLrRpVGqUTdF6EkI/bDQEws9sdATCz0JoR8WemKpT0/wo76+R9X4QVkx/MQgQC8hNWCAHVaI0V6nnLIwWldM79Nk6YnUlZcKuoAK5SfWEJBMA5Ma/bJrr417sDbeeElNQ23dum69YGlIVkdB5riB55+f4w47LGzw//d/YVCGRCMox8rmfvmqqyaBnG50aWTZqKsFehJCPyz0xEJPLPTEQk9C6IeFnljq0xN9v5pGbUGZLACNXAx+uZ/EA5Qz16s2svRE6spLBV1AhcIYU92Q/vjHpVGKTb/s3nvjHjV0uyJow2N/JfC6gu5UdKUOHBgGhX4Q9vTTc6MgzN+PRfH8BiTlP/lJvIK58IMfMChbWehJCP2w0BMLPbHQEws9CaEfFnpiqU9P/HtP3YEg6I4DYZttFrsePeIeMh2EdeoUbg8eXHquV21k6YnUlZcKuoAKhfXAdGPaYIOl7pFHwmAJ6xvg7y9+sSzaj8d+avy6gqGJaACPPx4+z157JQ1cB2wCeuuwhsPQoUnguNZaS91HH82OEpf46zIA3ejSyLJRVwv0JIR+WOiJhZ5Y6ImFnoTQDws9sdSnJ9LTBY45Jv1+Ny0ow3JQOP/KK+MRZnLPLOyzz6LoGNnW02/qSpaeSF15qaALqFBY00A3qHXWWeruuivMNiPDGdEDtfrqcWO67LK6LQztM3x43AixboJfvuOOyS8I111Xe/1+Gn4MX+zYMT53003DYZW60aWRZaOuFuhJCP2w0BMLPbHQEws9CaEfFnpiqU9P/JFaCLB+9SubR+HQQ21QhukzOB9ZFbEt02wEJA7xk4Kgc0Q/d13I0hOpKy8VdAEVChdBNygEXTogGj/e9qjdc0/xNKE+118/36xjhrXN8NyYN6aPFzDJUZf5+L9i1JblUTe6NLJs1NUCPQmhHxZ6YqEnFnpioSch9MNCTyz16YmfJREjsfQP/uDAA21QhntonH/ffen3yJIdXEDGc/3cdSFLT6SuvFTQBVQoXAA9f+yHP1wWpOMEmP/1s5+F0T7Gwfrb6K3ytwV0zepsju+9FwdlL79cPCjzhzKWYvvti2fJ0Y0ujSwbdbVAT0Loh4WeWOiJhZ5Y6EkI/bDQE0t9eiKjwmS6zQ47FL/P9MF0Ghz/xBN2Cg6GLk6aFHaG6OetK1l6InXlpYIuoELJRfSzFYIuXZJeKgxTxDEtWoS/EiCwksfIyJg2thaga1Y3wnHj4qDs9deLB2V1obbUpbrRpZFlo64W6EkI/bDQEws9sdATCz0JoR8WemKpT09kNJZ0IqT1iqWBpCA4XifSw1BHqbuu96i1kaUnUldeKugCKpRcxGKL3mHBOblYiPClHGuH+YFWhw6L3amnhr1rAoY+zpgRNsJPPonrxALR+vgVoWVL260s6EaXRpaNulqgJyH0w0JPLPTEQk8s9CSEfljoiaW+PME6YXIPOXFiXHbyybVPqRFk6SZ9f4sln6R+KVt33TCj+IqQpSdSV14q6AIqlFzEX/4yPSjDauZysfxxsPglAEMaZRspPy+/PD0xx9Sp8fkYFillkyfHZWPGZBOUIY2/LhNmzrQNT5Nlo64W6EkI/bDQEws9sdATCz0JoR8WemKpL08QiMk9JAI0lF1ySfo9rgb3ozgeI8L88nPPTTo5pAwdGvq560qWnkhdeamgC6hQchHXWMMGNZgjhh4uuVh9+yYNcpNNlkRlso3hg3fckT6pEcEbjsU4WymTiY16rtmK4k/I1Hz+uW14miwbdbVAT0Loh4WeWOiJhZ5Y6EkI/bDQE0t9eSJLK0l6e4BOCn1/mQYSguB4dEj45VddFU8FAtdcMz/qURsxYuUyL4IsPZG68lJBF1Ch5CLqbIvAH7oIZK0ysOWWYVC21VZLUic1Ajkf64tJmQRqEybY7I91QVKWpqUqFT7+2DY8TZaNulqgJyH0w0JPLPTEQk8s9CSEfljoiaW+PJFloCSTItDr6vr4I8Fk+CL4yU+S8n79kpFnWZKlJ1JXXiroAiqUXEQESUi64SfruPrqJKoHfndumzZhUIYg7bXX0pN2yPl+Mg4p8+el/eEPtrfroYfmmiQkPtttF9f5058WP0YmadZGlo26WqAnIfTDQk8s9MRCTyz0JIR+WOiJpb48efHF+H52vfWSAKvYPS7wl2j6xS+SQM4fITZgwFzzPFmQpSdSV14q6AIqlL6IPXok88buvttG9bJvzTXjhirbWCcMPVK6oQI5t3NnG5T5kymbNbPJOpCuHw3cfx5/fznZcDDZUv8fmiwbdbVAT0Loh4WeWOiJhZ5Y6EkI/bDQE0t9efLUU3GvmEzVAZ9+GuZGqA05x18qatAgBmUFXUCF0hfx4ouTYYxolPqC6Ua3zjpxgzvvvAVRQg3dMP3G6a98LmV+spBWrWxQhoDKH5qIHjl/f7GMjz5Dh8ZrTNRGlo26WqAnIfTDQk8s9MRCTyz0JIR+WOiJpb48Qa8W7h9lVJguL4Ucv8ceyX0vRqPp58mCLD2RuvJSQRdQofRFvPnmZCIjumr1BTvggLiB4S+2MTQQ50iGRd0w/cZ50klJOlG/TinDvDR9Luac+d2/flCGYY3vv186UQh62+68c16UevSZZ+z/BLJs1NUCPQmhHxZ6YqEnFnpioSch9MNCTyz15QnuGXH/iCkyep++x0xDju3dO+noQGI7XVcWZOmJ1JWXCrqACqUvYv/+SVD20Ue2AWEOGDLQyDpjGgRofo+Y3zj/+tekV8s/R8q2394uAI3eN0nF367dkiAok6yKq6xSe3fyk08mv2z84AfJWF+fLBt1tUBPQuiHhZ5Y6ImFnljoSQj9sNCTENwPlusJsid27brQvfpq+g/xpZBs47vtVn5Q5if1kGMxUkvKpkyxz5MF5XpSDlJXXiroAiqUvoj33psEZX46/LriN1QpQ68XhjsimUjasbvuaoMy7EcvHIJFJBrxgzI5Py2dvw+Sheg6NVk26mqBnoTQDws9sdATCz2x0JMQ+mGhJwkXXbQgWk8XWRHL8QTBFO73MAdM7yuHnj3jzoCDDw7vV4G+xxRkOo9/n4kpOuecs8BdeGGYzTxLsmwnUldeKugCKpS+iKNGJcMB9cWqC8WCoLRAT47zx96mnQvSgjJkx9HnAcnIiECzRYvkvPHjbQ9glo26WqAnIfTDQk8s9MRCTyz0JIR+WOhJgty/7bjj4rI88RNs6H3lsNde8f0oFozW+/S9piCLS++8s+1dy5Ms24nUlZcKuoAKlXYRhwyZ48aMsYFLXZBGWmy4YNqx++8fBmVnnml/WUgLyjbayM5FA5LNEWtD+Of96182gUmWjbpaoCch9MNCTyz0xEJPLPQkhH5Y6EmC3L9hGovvCabZvPPO7Jq1bwUEb/pesS7IGriY/qL36XtNAZ0OSJCHaT76nDzJsp1IXXmpoAuoUFlcxDQGDpwbNWosOK33adAljQZ9xx3J0Mnu3Rea40BaUIbsOP4b47e/XRplg9xzzzjIu/ba+UG6/Ucfta8py0ZdLdCTEPphoScWemKhJxZ6EkI/LPQkQe7fWrZMgrLnn5/jvv/9+P4R6+D6wdDhhyc/8mO5Jl2f5pRTFrpjjonvO/3lndLyJ/j3mz76uPoiy3YideWlgi6gQmVxEVcWrP0wYsRsN3x4MiESbxB9HEgLyv7ylySr45VXJl3NshA2xiJvsEHSlf33v9v117Js1NUCPQmhHxZ6YqEnFnpioSch9MNCTxLk/m3jjZOg7PLLk8yG4Iknkh/cu3RJ7guffbb2ZB9ffJHUjwQhL7wQ34v+5jfJwtFpr0Wjj6svsmwnUldeKugCKlQWFzEr/PlsZ5xhhy6CtKBMVl4HfqYd9LahDGuZ+clA7rqLQVk50JMQ+mGhJxZ6YqEnFnoSQj8s9CRB7t/wA7t44v8gD+6/P7m3O+igpKfs9tvtPZ/P2LHJvSfuQxHc4fGmm4ZrlOnX4oPRWPq4+iLLdiJ15aWCLqBCZXERs+KDD5I3BrLV6P3gkUfiN8uRRyY9aRhLjG7no49eGIwrPv/89IWlb7nFvkGzbNTVAj0JoR8WemKhJxZ6YqEnIfTDQk8S5P5t7bWToEzWzRWQPwDHYj0wzD2T8htvtMk6fEaOTO49scDzAw/E95noBNDH+q9FwHFYM1cfV19k2U6krrxU0AVUqCwuYlb443gxJ0zvF8aNs5M607j66rBrW7jmGvsGzbJRVwv0JIR+WOiJhZ5Y6ImFnoTQD0s1eoKAqUePBe7tt+sWxMj9289/vqzGk223DZdR6tNnfpRsQ9/zoVzX5/PSS8loK+QgQF4CPN5hh/Qsirr+tCkx9UmW7UTqyksFXUCFyuIiZsXkyUljP/fc4kFZuWCRa/3mAZddZt+gWTbqaoGehNAPCz2x0BMLPbHQkxD6Yak2T/BjOoIq3Icdcohd/6s25P7tRz9KgjJJe/+738V/kT/g889t0IS5Z7o+H2RY1OcALNOkj/Vfi4ARXPqY+iTLdiJ15aWCLqBCZXERs2L69KSxn332ygdletFoAYsC6mOzbNTVAj0JoR8WemKhJxZ6YqEnIfTDUm2evPxy0iMFMBQRCdn8Y9LWsgX+eRDKVl01DvB23TXuMcMyShMn2qAJwZpflx5phZ4ufQ5IWzhavxaANPj6mPoky3YideWl/3/5qGLK4iJmiTTys86ygVNdeeaZ8AOgtrqzbNTVAj0JoR8WemKhJxZ6YqEnIfTDUm2eYDkifT8GsHYskmvcfPO8KNB6/PG5Jjjzj4c++ywpk6Ru3botDJJ2CP50GASGSPx28cVJ7xnmoulzgKTI1+jjnnuu9uyOeZNlO5G68lJBF1ChsriIWSKNvFj2xbrwxhvpQdnJJ9s3WpaNulqgJyH0w0JPLPTEQk8s9CSEfliqzZMBA9KDsjTatl0SjZ6Sc/19L7wQr1eGxwji0BOGx+h1GzPGBmW45/vb3+ZF+Qgw/FHKpe5i+QeQuVv/D/q1AAR6+pj6JMt2InXlpYIuoEJlcRGzRBr56aenvxnqAiaU6jcPOPZYBmXlQE9C6IeFnljoiYWeWOhJCP2wVJsn992X3iNVDGRX3HPPRUGvmGbNNZfWBFV7770oyKSo+dWvkoAMwZm8rgsvTM/UfcEF6feh+rhhwxiUlauCLqBCZXERs0QaebFfKOrC1Kn2zQOw0rs+NstGXS3QkxD6YaEnFnpioScWehJCPyzV5gnWiNX3YyvLuusurRl+uPPOi91rr6WPkNL464qddlp6UHbFFekJQvRxSKOvj6lPsmwnUldeKugCKlQWFzFLpJFjUUC9b0XQbx6AX1/0cVk26mqBnoTQDws9sdATCz2x0JMQ+mGpNk90Ruz/+784a+LKgDqwaDQeY72wIUPKC8qwCLW8Loye0vtB377lBWVvvlm39P5Zk2U7kbryUkEXUKGyuIhZIo38pJOyCco22ihZQFBIS3OaZaOuFuhJCP2w0BMLPbHQEws9CaEflmrz5KabwqAMQZS+P6sruMdDYhA8Ru8Xkm7oY9LAsEd5XQceGC5CLdx9d/r6Y/q4L76wx9QnWbYTqSsvFXQBFSqLi5gl0siRTUfvWxHwZnnvvdnuqqvmR1kXUXfHjnZBwCwbdbVAT0Loh4WeWOiJhZ5Y6EkI/bBUiyfIpIgFmnVCja23XhwFUjrIqQvNmy9xzz8fB2Lrr7/UPf10eclEfvrTZE5Z587hItTCww+np7pfbbVkbtonn9j99U2W7UTqyksFXUCFyuIiZgkmdaKhjxiRfXcwfvVA3R06MCgrB3oSQj8s9MRCTyz0xEJPQuiHpVo8wbqzuPf6yU+SYAZst93iognZ0kAghTXFOndOytq0WRJk2pYf38tB0u5vu216UIZU/fp/Aci2iPlrGCqp9zUEWbYTqSsvFXQBFSqLi5glWNRv0iRbngUPPhj/goJUq3pflo26WqAnIfTDQk8s9MRCTyz0JIR+WKrFEx3sCDJqaZ990ocPan72s2WRFxdfnJS1a7ckGg2ljy2GLDgNkNURzy/p9TXFgrLGRpbtROrKSwVdQIXK4iJWCv/4RxyUobtb78uyUVcL9CSEfljoiYWeWOiJhZ6E0A9LtXiy3no2oQeCI0klf/DB5QVlq6wSB2VXXpmUbb/94mg9M31sMdZee6n7/vfjwAy9dHj+3//evj7QWHrCSpFlO5G68lJBF1ChsriIlcKgQXFQ9oc/JBM8hSwbdbVAT0Loh4WeWOiJhZ5Y6EkI/bBUiycYpugHO0cdtdB9+WWyv2vX9OyHGqwtBi+uuy4pk942jLDSx6fx298urZkThjXNcO5aa9mgDGnyMXJL/y+NkSzbidSVlwq6gAqVxUWsFDDRFG+23/wmCcrwRkaaVkzWbGp+lCLLN3o1QD8s9MRCTyz0xEJPQuiHpbF68u67s6M09OUGLViGyA94jj8+TOR24onlBWXf+14clN1yS1K2++5JNm0EXPocDVLo//rX8XGYG4bz9Fy3vfayGbobM1m2E6krLxV0ARUqi4tYKWCBP7zhsKq7lEm3ObrAm5ofpcjyjV4N0A8LPbHQEws9sdCTEPphaYyeIBCT4OWZZ8ob3rfffmFQppc88hdvbtVqSa09Z/Dib39LtjEfTerRPXJp3HDD/Gi0FB5jztjUqbaH7dBDGZTlpYIuoEJlcRErhVGj4smgGMssZf4bsan5UYos3+jVAP2w0BMLPbHQEws9CaEflsboCQIZuWe69db0dbw0klVb6NFjQbD/vPOSoOyiixa4Tz+1gZIAL+67L9nGGmNSz5FHFg/mwKWXznczZ85yLVrEiT0eeWSuGz/eJgnp37+8/6uxkGU7kbryUkEXUKGyuIiVgqReRRe4dLv7b8Sm5kcpsnyjVwP0w0JPLPTEQk8s9CSEflgaoyennpoEUHfdVV7w0qlT2IOFtPX+/osvTtYv69Nnvpsypfag7OGHk+3DD0+CslLp8AcPjnv22rePX8+9985zb70V3xcisyOWYvroo+yXY8qbLNuJ1JWXCrqACpXFRawU/ImgkyfHZf4btqn5UYos3+jVAP2w0BMLPbHQEws9CaEflsboiT+0sF+/8oIyrOnl32udf34YlPmLSqNO9Gb5x/vAi8cfT7aPPjoZCukHd2lItkd5Pejpw7wyPF53XZsArlLIsp1IXXmpoAuoUFlcxEoBvWPoJcMbUFKh+m/YpuZHKbJ8o1cD9MNCTyz0xEJPLPQkhH5YGqMnBx2UDEXs23e+2Z+GnuuFIYr+ftQj+5BABGX+8T7wYtCgZPuEE5Kg7Prraw/KJNsiEnnofRtvbJdKqhSybCdSV14q6AIqVBYXsZLQqVD9N2VT9KM2snyjVwP0w0JPLPTEQk8s9CSEflgaoyd+QHPNNeUFZTJcULjssvC8O+6YV7Pv8cfjBZt10CTAixdfTLZPOSUJyu68M6kHbLRRuCj0Bx/E931p66K1bcugzK8rLxV0ARUqi4tYSaCLGm9AjCVu3Tp8wzZFP2ojyzd6NUA/LPTEQk8s9MRCT0Loh6UxeoJ1weSe6YorygvKttgivNfq3Ts87777kmDqhRfiIYY6aBLgxbBhyfaZZya9bgMHJklIjjtuoXv77TCJx8SJ8XFpc8+22SZe76wSybKdSF15qaALqFBZXMRKQn45QQZG/aasix9YQV6XVRtZvtGrAfphoScWemKhJxZ6EkI/LI3REwQvcs/Uq1ccEGFqSG33RJLtULjuujAoQxZE2Td8eOmgbMSIZNufnzZoUFIPAi/0jPnnIv09jnv22XgemQ/uDfXrrhSybCdSV14q6AIqVBYXsZJo0yb8cPAp14+HH57rfvrTZe6WW8qb5FqpZPlGrwboh4WeWOiJhZ5Y6EkI/bA0Rk+wjpjcM11wQRwQ7bDDYvf73y+tCXo0m24a3nfddFN47/TUU0kw9f77dmqJD7wYMybZ9uenvfpqEmz17LnApLuXrNszZtj6MbVFv+5KIct2InXlpYIuoEJlcRErCSwSrd+MQrl+rLJK0suGscn6V59qIcs3ejVAPyz0xEJPLPTEQk9C6IelMXqChBhy/4PeKD/AwRpm+nggizULt91WPCj77LO4TN+fCfBi7Nhk2x9COWZMEoQhE6Ofcfv73w+DLvTO+cMYV1+dQZlfV14q6AIqVBYXsZLYfXc7wVMo1w+sZ6HPxaKE+++/KPqA0sdXKlm+0asB+mGhJxZ6YqEnFnoSQj8sjdGT9dZLAiwsAo15WrL9zDPx0EPNBhuEQZle3+wf/0iCMqTDR5m+xxLgxSefJNtY10zq8RedRlCGnjvZ/tGP0oMuBGd4fY89lh5QVgJZthOpKy8VdAEVKouLWElg9Xf9Jheg0aNnu6uumu8+/zw5B7+2yK83YK21wg8Yn4ceqtw3tibLN3o1QD8s9MRCTyz0xEJPQuiHpTF6ssYayf1P9+5hMo0nngjvf3Avtcsui90vfxn+kI3EHv5xr72WDDuUMn1vBY4/fmHkxZQpSZmflt/vtcNcMwxXlO21167cdchKkWU7kbryUkEXUKGyuIiVBBYa1G90AZJesNNOi8cp45cWZGwEMl56/fWLB2XI6qifs1LJ8o1eDdAPCz2x0BMLPbHQkxD6YWmMnmA+vdzvHHvsQjdkSBJQyRpjgr4/EgYMsD9e33jj/KjXqti5uCdDLxq8+OqrpBwLQKc95xlnxPdwso2ATj9ntZBlO5G68lJBF1ChsriIlQTWtNBvdgGSx+3axZl40HMmZdLl7o+p1jz4oP2wqVSyfKNXA/TDQk8s9MRCTyz0JIR+WBqbJ/6cLdCly8Kod0y2iwVImkcfLX2fpM/BGmQohxfffpuU6/lpUn7SSXEQtuWWS6KeOlmjrBrJsp1IXXmpoAsaWjNnznQ9evRYftPfzm2//faud+/ebsGCBdG+1157ze2zzz6uZcuW0d9hWIyhFg0ePNjtttturnXr1u7YY49106ZN04eUVBYXsZJAl7Z+swuQPN5553jNCr9bfaed4rLNNiselPm/9FQ6Wb7RqwH6YaEnFnpioScWehJCPywN4QmCl5Ej4wDmo49muzfeiOeJYUqHvt855JBF0egg2fbXH5syxR4vPPlk6fskfU7//klQNm9eUl4sKMM6ZdieNi2ea6brryaybCdSV14q6IKG1LJly5Y34kNct27d3MSJE92oUaNcp06dXJ8+fZY3+M9dq1at3H333be8MU9Z3gD7u80339xNnTpVVxPpnXfeWR4cbOYGDhzoPvvsM9e9e/eo7roqi4tYSSBTj36zC5A8xqr1OH7w4CQoQ/aeceNmR6lf9bmCTBbF8/hjnSuRLN/o1QD9sNATCz2x0BMLPQmhH5aG8ETuZfx08m+9NXv5PWfYSwb2229RdJ8j20hDL/Ugtb0+XsB6Yvp5NfocGfIIL5YsScr79UsPynQykWomy3YideWlgi5oSH366aduk002Wf5P/6embNCgQVGP2ciRI92VV17pHY0hdO3cs88+G5SJTjnlFHfBBRfUbCOQ69ixo/vvf//rHVVaWVzESsL/ANEsXZo8xi9AON7PCgSuvXZ+rYk+sIaZ38UvmYQqkSzf6NUA/bDQEws9sdATCz0JoR+WPD1JuzfBAtD6ngZgTVY/oYew556L3CWXJPdUp566wI0aNTtanHnoULtAs/D88+lZGn30OTIKSTyRch2UYcoJeu/S/r9qJct2InXlpYIuaEh999130RBFXwjK2rRpE5QtWrTIPfbYY9GwxGI9ZQjYXn75ZV1cZ2VxESuJe+5Juto166+fPD7mmLjrGxNX/WP22WeR+/GPbUp8Ace/8kryYYQufNSDv9iHTI76NTVWsnyjVwP0w0JPLPTEQk8s9CSEfljy8qRr14VRNsKPPw7LP/nEBkMASThef90GWZ06LXZnnplMCTnqqGTO/s03F7/XevnlugdlMuRRPJFyHZQ1RbJsJ1JXXirogsakpUuXukMPPdSddNJJNWUYxti8efOoR+3OO+/0jk6E4A77X3zxRXfccce5bbfdNqoD89XqqiwuYiWhe76KIZl6MF4Z25JxSKd21SDowweObMtYZgR52N5tt3heWiWQ5Ru9GqAfFnpioScWemKhJyH0w5KXJ3J/0qtXMtwQ6EQewjXXzA/ua4Stt17s1lwzGTnUpk0y3x6ZGfXxAubq69ek0efIkEfxRMp1cpGmSJbtROrKSwVd0JiEuWRI6jFhwoSaslmzZrlx48a5AQMGuBYtWrjnn3/eOyPWjBkzoqBsxx13dE899ZR7//33o+Bs3333jQK9uujrr+OL0FSorUvdB3PK9thjUc1i07vuurjWHjLhjjvmuZdeSp4D47LxvP4x+jU1VtA2mmIbKQb9sNATCz2x0BMLPQmhH5asPfnyy1lRECP3In/964Jgf1pvGLjyyvnB/Ppy2Hvv4mvCIpGIfm0afc6LL86JysUTKUf2R31uUyPLdiJ15aWCLmgsuvbaa6MesbSgS3TZZZe5Ll266OLl0ey/o6Ds1ltvrSn75ptvovqQAIQqLowG1W/2cuja1bktt7Tlmv793fIPtmRbRp/6x9S33n7buYEDdSlFURRFUU1FvXuH9yJXXBHuf/NNe08DrrvOOSQD1+W1Udv90uTJ4fOm6ayzwnPeey/cP2hQ/P8sWxaWU41bBV3QGHT55ZdHAdQzzzxTUybZGH2ht2yvvfYKyqDFixdHmRl1EpAOHTqYslLKIrKuJGpL01ob6IpHmnxdrrnhhvnBEElMjsXz+sfo15Q38ryYXKv31UaWv75UA/TDQk8s9MRCTyz0JIR+WLL2ZKutwuV8sESQvx/rh+l7GoAeNWSW1uW18YtfFB9ZhMyM+rVpkKjjoYeS5xw+POwpy8qTaiBLT6SuvFTQBQ0t9G4hlT3WGPOF+WOdO3eO0uaLevbsGa1pliakv7/hhhtqtpF1sVmzZu49/XNCCeEi6DGl1Y7+gCgHLDqNJB+6XHP11fPdAw8kHyQYDqCfU7+evJHnrWuKfrSNptpG0qAfFnpioScWemKhJyH0w1IXTxDEYK5WbVkHt9giDMrOPjucU+avOeZz1lkL3IMPxvc1a6yxNMoy7e9Hanx9Tm28+255CzmPHZvMcZO10+riSVMhS0+krrxU0AUNKaTERw9Z3759HYYg+mCeWNu2baNhjZMnT456ydAbNnbs2OjchQuReOLfbgkWaHDxwtHI2vjcc89F9WKdsv333z8I6spRFhex0tAfEOWAX5SOOKL4xFXh8svnR+tjyLZkGfKP0a8nKz78cPbyoNx+2MnzIp2/3lcbWb7RqwH6YaEnFnpioScWehJCPyx18UTWYEUAhe0vvpgVZYL+6qvkmFatwqAMKez9Om66KT0oO/HEhTUB2zbbLHb/+lcYlCERiD5Hs+qqSc8Zsjzq15/GxInJ/QtGHaGsLp40FbL0ROrKSwVd0JBCbxjmgqUBvfvuu+7ggw+OFpHeY4893JAhQ2rOxTpmOM5Pkf/oo49Ga5PheCxIjcCursriIlYa+sNCWH11XKP0DyUEW927lw7KLrpoQbSmh2wjOxF+FfKP0a8nC2bMSP6vzz8P90n5VVcxKFsZ6IeFnljoiYWeWOhJCP2w1MWT1VZLgh5s494Dj7EUjxzTokUYlCGFvV8HEnr4+wX8IH377fF9zY47Lo6mQvj7EbAhANxpp8Xud79LsjFuuGHyGCn4H398rhs4sPTC0QKWEJLzGZQVJ0tPpK68VNAFVKgsLmKloT9whLXWcu6++9KDMswVO+ecZD2OYgtIo0dN/2rUunX4QahfTxbgVzGpX7r5BSm/7DIGZSsD/bDQEws9sdATCz0JoR+WuniCNcPku37cuOSH4I4dk2V4NtssvBc54IBFQR24f/H3p4Hn0enxMRdN6vjLX5Ifr3fYIXlNv/3tUvOaSzF1anL/8sEHDMqKkaUnUldeKugCKlQWF7HS8D9Mfv7z5Nelddd1wcRSH6S6R2+ZbLdtG364CRg6gOBHl/vo1yOgh+vooxdGE2r1vlL4vyi9+WYSlPk9aOjF0+fVRpZv9GqAfljoiYWeWOiJhZ6E0A9LXTw57LBkXhd6o+TxttsujoYLPvLIXLfxxuF9CwIsvw7Mndf3KxosF6RT5z/3XLLu2LnnJoGdP+UDPWj6NZcDkoxggWrZrosnTYUsPZG68lJBF1ChsriIlca668a9XBhfjXU75ENjgw1c1L0u27/+ddIbhrHWSJQh2/vumz6xtUePBa5nz9p/bZLXgeEAGNM9fXq8fcEFyXn6NZdiwoTk/8AHJib7YiFIf60Q/Aqmz6uNLN/o1QD9sNATCz2x0BMLPQmhH5a6eIJeL/mu798/GfGz5ZZLgkWdfTA/zK8Dwxn1MRo8D0bj+GWS0Axcemlyn3Teeck9zf/934oFZZq6eNJUyNITqSsvFXQBFSqLi1hpjBgx23XtutCNGhX3KMmHxoYbumACa/PmyQcZkmT4mYkQfPkfSsJJJy2MftXR5cL3v7+s5nVIGTI2YrtLl+QDUb/mUvhZijC2G7+O6eeWCcBpYDIwetv8sizf6NUA/bDQEws9sdATCz0JoR+Wunjy5z8nQRlG9sjjzTdPD8jARhstCRKB+IFdMdAjhx98/TI/wdh11yVBmZ/0DOjXvCLUxZOmQpaeSF15qaALqFBZXMRKRz4wkG/lhReSbvn27RdH46PxwfXpp+EaHgjS5DHmm8nj449fWGtCkJ/8xAZl+BUL28ccEwZlGHKA4Yf69aaBdT/k3MGDw6EFwmmnFQ/KTjghfm6cK2VZvtGrAfphoScWemKhJxZ6EkI/LHXxZPfdk4Dq5puTYAj3L/pewAf3LFLHbrvZH3M16E3zfwQGuD+SOiQhCMCarausEiYgWVnq4klTIUtPpK68VNAFddX8+fPdY489Fq0Xtssuu0Rp6LfYYovljXc3d8YZZ7gnn3zSzZs3T59WMcriIlY68oGx2WZxL5Ns77pr2LXvBzv+Oh0I5GSCLD6wMC/M/8Dy+fGPbVAGsI20s7KNTEP4iw9a/XrTGD06+ZD010nzQeClz9OvBdmTpCzLN3o1QD8s9MRCTyz0xEJPQuiHpS6e/OlPSUDl/2i8wQbpScl8MN0BUznWWaf0sbiP8FPVA//H47//PQnKhgyZ4zp3Tl6Xfs0rQl08aSpk6YnUlZcKuqBcYV0wLPTcrl27KE091hYbNGiQe/31192rr77qnn76aXfNNde4Qw891LVv397ddNNNbsGCBbqaRq8sLmKlIx8YrVsjSUYSeO2/fxgQvfFGsg8TW489dmEUuOEDDUk0UH744YuWt4nahwDI4o5+GYYO+pNsTz65bkMZ/THe/vABnyOPLB2UId2tlGX5Rq8G6IeFnljoiYWeWOhJCP2w1MUTfHfL97isWQaQil7fC2iw6LQfTNUG7lMmT7Y/Kgv+vHz8WIz1U5GKX6ZprCx18aSpkKUnUldeKuiCcoWFmBGU/ec//9G7jKZNm+ZuvPFGt+++++pdjV5ZXMRKRz5Attwy/hCRbcw7849DSlbZ52c4BJJx8cADFxVNAiIgfb2fFREMHz7HnXFGMhcNAZQ89sd8F8MPGP3sRz46/a2PHIMUtlKW5Ru9GqAfFnpioScWemKhJyH0w1IXT/x55PIjMfjFL5Lhg8VAzxrmnOtysN56S4O1V3Ecflj2j/Ffx1NPJUHZZ5/Z17my1MWTpkKWnkhdeamgC8rVt99+q4tKakXOaWhlcRErHfkA2WYbF/2qI9uYT+Yf56edlzUzhN6946AMAZnfXZ9Gy5ZLgroAxl7763sg7aw81gk40vCHXRbLoFTbUEg5ZvvtGZQVg35Y6ImFnljoiYWehNCPBCyLg7lgSDxWridbbZXMHfN/mMU8dn0vAH71q2U1CcuOO25hlKRMHwNwv4LXI9vIEo3n8zM769cu5eX8oFxX2E4sWXoideWlgi6oq5YtW6aL3MyZM1PLK1FZXMRKRz5Att/eBanlzz7bJsZA4JQ2N0uGDO6xx6JgGEExsGaIv41fovDBKNv+B6xkiUxDPvReeikJyvwJvz5+L5hGjmFQVhz6YaEnFnpioScWehJCPxLk+/hnP4vvM9M80QFP69bJPUOxAMsH9xsy9ww/JPuJxnww9PDZZ5P7i4svjochIrkHpnjceuu84HXgR+TVVlsWBXP6NWcB24klS0+krrxU0AV10eDBg13Hjh3duHHjgvJu3botv8HdYfmN8EtBeSUqi4tY6ciHzc47u2CsNBYt1McWQ7IdYTFGZG3UH2wbbhiO69apYrG2GeajyfaaaybHP/98khHRBx+8WPvj449nRXPc5HisS6KfX8p1HYIcs912DMqKQT8s9MRCTyz0xEJPQuhHgv+9neYJ7hU23XSJ+/zzpGyzzZLvfX95HQ2CrH795kXnyiLTSJsvc+FXXTXsWcPxw4Yl9xdXXVV6bhjqlvVXs4btxJKlJ1JXXvr/TbruGjZs2PKGurnr06eP++abb4J9U6ZMcVdffXW0f/jw4cG+SlMWF7HSkQ+bTp1c9EEi21gEUR9bjNtui4MsZC/EotT6g1Av3nj55WEyDmRsxK9O+jzw0ENzzfMBBGTYj0yQ/vpq66+fPrEX667pOgQ5BuPSpSzLN3o1QD8s9MRCTyz0xEJPQuhHgnwfY13TNE9k/z33JL1UG2+c3GP4a5Zp9tknmcaABB8o++Uvl9XMhf/1r8P7BwRsGK0j29dfX/59UR6wnViy9ETqyksFXVCuDjvsMHfnnXfq4kBI7nHEEUfo4opSFhex0pEPmz33jMdGy3ZdsgXdfXftmYswdNDf1sML0MNWbNjhnnsuMkMVwBprxB+e6KV78skkKPvRj9LHkP/ud0tNHYIc06EDg7Ji0A8LPbHQEws9sdCTEPqRIN/HmA+mPcG9gOzHj8FS/vvfJ8EUvsf197/gJzDz57ZLopBNNgl/QEZQ9tFHSVCG+w39eusTthNLlp5IXXmpoAvKFdYi++KLL3RxoE8//dRtiZR9FawsLmKlgx4kfNg88kjsh3z4YFFofWwx7ruv9qBsl13CD0n9S9Yf/rA06mXT5wlYuFo/J9Y8wz5kWvIXti4GUuPqOgQ5ZpttGJQVg35Y6ImFnljoiYWehNCPBPk+xtws7QmyN8t+zEWXcmRJ1N/5aSClvf9cq68e30fIGmX+fHaAoMx/zrrcF+UB24klS0+krrxU0AXlatttt3UfffSRLg40fvx416FDB11cUcriIlY6SNuKeVvI3QI/5MMH4671scXAEEP94eeje8H0vC8MU9hiCzvsUUDgNX787Joes6lTk9fZvfvCYDHrYvzwh8vcmDHpSUPkmK23ZlBWDPphoScWemKhJxZ6EkI/EuT7GKNhtCd+r5UfIJWzHhm48MJwrryebtGxY/jjMIIyv3euTx8GZY2NLD2RuvJSQReUqzPPPNNdcsklujjQpZde6k444QRdXFHK4iJWA36jRsYjfPgUC2DS8NPApuGnjwW/+U38AYpft37+8/j5/NS1+NXK7znbbbf4saTpR4Am+7D+WLkLP+q114C/5giSlEh5lm/0aoB+WOiJhZ5Y6ImFnoTQj5gvv0y+jzG/S3viz+/y570jxb3+vk9DT8tAkOXvx3QJfxsJRHCcbJeT6CNP2E4sWXoideWlgi4oV5988kk0hLFXr15u8uTJwb5JkyZF5a1atXLvvvtusK/SlMVFrAb8Ro1Ur++8U35ABvwFE9PYb7/0+WIYtqh7zZCmFr9MIVjS+wCez/9gxny1e+8tLyhLS4s/ZUrygduuXZIMZEXe6KjrkkvmR4tZ632Vzor4Ue3QEws9sdATCz0JoR8xfk8YfrTVnviZELGQs5TLj8ml0MMPkdwMI3VkP37k9Y/XQVldEqDlAduJJUtPpK68VNAFddE777zjOnfu7Jo1axbNHdtpp52iQA3be+65pxs5cqQ+peKUxUWsBla2UT/zTPJBmcZBBy1yP/2p/dBEWtvDDgs/BAcPTgKatLVDUO4vFo05cX/7WxiU/fGP6UMZ/KBLQBAq+zGeXMrFEzzGYtZImavP1eBLwn+dKwKCUXzx4K/e15CsbBupRuiJhZ5Y6ImFnoTQj5g330yCMiyNoz3x7zWOPz4Z+VJskWiNPw9N8HvZjjwyvOeQrM2yjTVW9fn1CduJJUtPpK68VNAFK6LRo0e7hx56aPmN79+WN8hH3IcffqgPqVhlcRGrgZVt1C+8UHtQhnVFRo6cHX2I+uVYYBHzxfwyBFxS78kn26AMc+AGDUp65tZaa2k0/80/Bgk79HkgbUHHceOSLwF/LTPx5K23kv3+uihpYE6aHKv3lcsZZ8R+nHZa8isghl3if8pr7ZNyWNk2Uo3QEws9sdATCz0JoR8x/kLNadkX/aRe+LFXyr/3vfKCMj9jo4DMzLK/W7fwngPz1XHMyy/PiTIvpmWCrk/YTixZeiJ15aWCLqBCZXERq4GVbdT4wNIffj4yl+u995IAByAIeuCBcOgjgjep1+95El58cU7Noo8AH8YYkuAfo8eFC0h3q1/7u+8mrwkLRUq5ePLqq8n/9uGHtQ/rbNs2GW6p95WL/3qxjR6zH/wg/sJpyGGRK9tGqhF6YqEnFnpioSch9CNGJw1btCj0pH//5AdYzDVH2YwZ4fdmMVZZZZmbONE+Z+vWyff2qacm9xwTJthjGxq2E0uWnkhdeamgC8oVMi8ee+yxrkuXLm7o0KF6d9Uoi4tYDaxso/Z7rgRJWb/qqsvc22/HwQx6ufxj0PszYkQYqL3/fhL4IFOSrvf22+eZddHOOy88DkGgPg9gwWk9LBBBoOz3gzb8Igb5C1OXCoqQqUmO1ft8kKgErxEBpt7nv15sf/xxUpZ2fH2xsm2kGqEnFnpioScWehJCP2Luuiv8bv/229ATDD+UfZIt2U9ZXwzcjxQb6eKvo3rOOSs/BSFP2E4sWXoideWlgi4oV3vvvbd75ZVX3PTp012bNm3cvHnz9CFVoSwuYjWwso3a720Cv/jFsihtPfbJX+BnOgT4MMSQPH/ogf/r1JVXhj1g4K9/XeD69g3LdRAmQwAFf7w5hjuip02e4/XXk54wBG0ow7CI9ddf6mYtt+WBB5Ivgeeeqz0o8hee1Pt89tgj7snDQtd6n/+6sY1AULaRUEUfX1+sbBupRuiJhZ5Y6ImFnoTQjxg9FWHq1NATZE+UfTLfy58XXgzck+jnEiS7M/CnU+jjGgNsJ5YsPZG68lJBF5QrBGXDhg1zM2bMYFDWBMiiUSNgkQ8zpLnX+wU/S9Kf/hT/0rXRRkkwgwyGcqwelgiOPXahu+KKsBz1+NtYd83fxgeyrkd6zPyhl0jBizLZ7t8/nhgs26Um+fpj0/U+Hz/pid7nv8Zp02a5p59OeuoGDKj9+fMkizZSbdATCz2x0BMLPQlpin6MHTs76hlDGnwp0z+4jh8feuIHTb/9bfx97S+RUwz8GKufX/CX7PEzOevjGgNNsZ2UIktPpK68VNAF5Wrs2LE1wxeHDBmid1eNsriI1UBWjVo+zDbYoPgH4LrrJoELeoxQJkMEsc+fSItJufrDFQtR6+GKSFvrb6MODPWTbXwg63rw6xqeww8mV189DiZl+667XBAA4gtE/z8+sv4a0Pt8/NdR2z74eMcdiQd33ln78+dJVm2kmqAnFnpioScWehJSiX5gfVDM317RuVeycDMCLSnT64a9/XboiZ5njh9N/SkIxZAALg0/DT7uHTDS5r77Gu67tjYqsZ3kTZaeSF15qaALqFBZXMRqIKtGjV+ZMATQT2uv2XjjJIDad98kexLmnWEYpH+sP6lXwKRcLCLtl+mFI+V82cZ6J7oeeS6/JwoTgf3zbr89XgtFtq+7Ll5D7dZb50Vp6/X/5gd/ep+gs03q/fp1Hn108r/iV0R9fH2RVRupJuiJhZ5Y6ImFnoRUoh/yvXTccUlq+rog52+4YRIw6VEwSGnge3LiiXa+eKdO6dmWfTCKRT+/4C/Lo/c1NiqxneRNlp5IXXmpoAvK1U033eRmz56ti4vqu+++czfeeKMubvTK4iJWA1k26lJssUUSlPkpbdPAcEH94br22kvdUUfZD2YBC1LL+VKGD3193GuvxUGVn2IXi0gi6JLtW26Jv3Bku1evBUF2KP16/WGSep9+TSBtnLu/H/hfOJhjp4+vL+qzjVQK9MRCTyz0xEJPQirRD/lekhEvdUXO93ux8B3rf/89+WQ81UASgOl1xMolLfOy4N9P6H2NjUpsJ3mTpSdSV14q6IJy9eijj7pddtnFXXLJJe711193i5CXVAnzzIYPH+569uwZLSw9cOBAfUijVxYXsRrIslGXws90hA9Yvd/H78USkBTkz3+Of9lCgObvQwDjZ1iSckwI1vVgci/GtD/4YPgckycn5/Xt69yBBya/op1++gJ3wQXJl4afvh/UNlcM+AEf+OUvSwdlCDLlcc+eyTCP+qY+20ilQE8s9MRCTyz0JKQS/ZDvJUwp0PtK4Sf9WmONJCjzv18BphBIIo4nnpjr9tsvfbkbzSGHLAqyNCMzsn4NwgknMCirZLL0ROrKSwVdUBd9++23rl+/fstvondY3qA3d507d3aHHXbY8sZ+yPI3yW5us802i4KxW2+91X3zzTf69IpQFhexGsiyUZfCX0PsmGNqD8qKLUotc8jatw+HLXTvHtbnfyDrOgACRH9iL8AvcvL4uuuc22WX5DmQZET/koeeM3k+P4uk/l8AEnf452L9MX8Onc5OqfEXlK5v6rONVAr0xEJPLPTEQk9CKtEP+V7q3DlO2FUX8IOonI/syPI9qOeMXXVV8hjBn07q5YPld+TxqFGz3VtvJc/Rpk3xoKyxZ1z0qcR2kjdZeiJ15aWCLlgRLVu2zI0fP9498cQT7u6773b33HOPe+qpp9yECRP0oRWnLC5iNZBloy7FoYcmQRnGh+v9Phhi6H/oyiLK8uGL4Y/+fiz86J8v5Wk9ZYKfSAP4KfJ7944XuJZtTAi+/PJwzPt22yVfSH65/l+AXqcN4EtIvpAmTbL7fY4/vna/8qQ+20ilQE8s9MRCTyz0JKQS/ZDvJYxQ0ftK4Wc9Bh9+GI868RdvBmeckTxG8NehQ/GgDHPHMa8b2Z+R0RHL8cg+ZHjWr0HA6Br8Dzfe2HDTA8qlEttJ3mTpidSVlwq6gAqVxUWsBrJs1KVAYCEflKecUnuQgeQf/ocuxp7723o9Mmz750t5s2bpQRkWlLz55jAo8xeL7tUr/jCXbXxw++ukAFnA0n8+IGUIuDD8Agtl44vHP0bAsAwc6/fSpYEJydqjNBD84f9Az5vfE4flBrDWmZ+CuFzqs41UCvTEQk8s9MRCT0Iq0Q/5XpKlbeoClnfxv9uGDo3neGO0C7axhif+Hnlkcgy+RyVjYxoY6o/vOH9ZHdmXNn+7EqnEdpI3WXoideWlgi6gQmVxEauBLBt1KfxACr1Eer+PDmIwBMHfvvbaMEA655y6BWUYy67r8DnrrDAQbNduiQnKttoq/gVODz2cMSN+Df4wjUGD4i8izD374Q+ToRaSan/48PThmsI++5QXlLVoEf+/SFKCzJT4H1EuqX8xN06fU4r6bCOVAj2x0BMLPbHQk5BK9EO+lzDEX+8rxfXXh9+jkrEZUwSwjSzO+Lvbbskx+FH0j3+0SbuETTe1vWH+fr2vEqnEdpI3WXoideWlgi6gQmVxEauBLBt1Kfzx2+efX3twoIf77bRTOHTBz4QIdCIMBFAYyqAXkxbwwY+Mhni85pr2w/6kk8J0++g1u+SS8MsE2STxXDot7xdfzIrWOvHLJJskEnz45ZjXhjqKvU4BX35Ix49gSxa/TkOfB/xyDAPV55SiPttIpUBPLPTEQk8s9CSkEv2Q75OOHeselF14YTjKBUm9UC7ZFWW++BZbJMfsuuti9+tfx9/T+jsU4MdI/Tz+fr2vEqnEdpI3WXoideWlgi6gQmVxEauBLBt1KfzEGv6ikWlgmJ0ci3T1e+0VziF75ZUwiEmrT3qs/OMEJAyRxB3I1gT8/V27xpOQZRsBGgJJ/5iWLZeYHj2Axan9FPlA5q+ts04YAMr6Y48/brNN+mCopDweODBJMKLR5wG/nEFZNtATCz2x0BMLPQmpRD/k+wQ/lup9pcBoDf/7CT9Yovzgg+PvYKxhir/rr58cgx8lV1st/k79zW/sj6jyA6lPqYzIlUYltpO8ydITqSsvFXTByup///ufW7p0aZT8oxqUxUWsBrJs1KXwe78wVEHv18ixWPzRX+QRjBs3OxgGeNllxSfq6g9wgOGIEmR17bowGkbo799vP3vOuuvaLwMZcuHz0Ueza4ZgCDL0UZdfemn8unXPmsYfuoGFtfX/WNv/6pfDM31OKeqzjVQK9MRCTyz0xEJPQirRD/k+QRZjva82kIDjiCPC78y//z3+PpOU9zK37Cc/SY7ZeefFNRmO04Yx4vtcPxe+W7EPQ/f1vkqkEttJ3mTpidSVlwq6YEWEAOz222937du3d82bN3dTpkxxZ599tuvVq5dbuHChPryilMVFrAaybNTlIB+ierhhGocfvsi1bbvEjRgx23XrFn6QY0KvP+ywd++6B2Xyix0yQerJx9ttZ8+pDfmVD3zwwexoWIe/XwLAjTcO57jJ3Lqbbqo9KPO5//4VD8owiVqfU4r6biOVAD2x0BMLPbHQk5BK9EO+T7bfvm5Bmb/2piDzqmXJHAmmfPwlcDBCRe/fcUf7OjDMH/PVEAjqfZVIJbaTvMnSE6krLxV0wYoI65DtvvvubujQoa5169ZRUPbGG29Ei0tfccUV+vCKUhYXsRrIslGXwxtvzImScmCIn95XG2eemQx5QG8PMgv6H/CS0CIN/QEuH+wIxvAYwdmTT4ZB2cYbJ4/9uWXFuO22eTXp+kePnh2tq+Lvl1//0r5Q/va3eVFPny4vRr9+NihDL+THH6f/r74HyDqpzy1FWhvB0NAxY8IFtJsSaZ40deiJhZ5Y6ElIpfmBz375PvGXhSkFvrP1dxO45Zb4+0zWIUv7gVJ+gEVvGX5Q1fv32KM6esNqo9LaSX2QpSdSV14q6IIVEYKvt99+O3rcpk2bKCiDRo0a5bbddlv/0IpTFhexGsiyUeeJnyRk9dXjwMLPyFjbOiP6AxxgTROsfYLHF1ywwCTaWH31+C8CLZlgXBsPPzy3Zh4ZevYwrMPfL2u0IWOjBGg+euFM4Wc/swFhnz7h/4pfBH//+6VFg0ffg5UNyjDUBEGhzPF78MHi89uqmUp539Qn9MRCTyz0JKTS/MAoFfk+wdphen8x/HniPvKDKnq7sI351/5i0D74PkwLyrBuqX6+aqPS2kl9kKUnUldeKuiCFRF6xz7//PPosR+UYfFobFeysriI1UCWjTpPrrkm6Ulaf/2lUZl8iAP5tS0NOQZJLnRCD4BeKr1YtYDgrdgXhA+GSeBYPH711TnBwtNAAkAM90AQdfbZYRDmr+EGkE0Kx2LNMZ1t6sADFwVDMjBc0t/vg9fue4DkJdqfUkgb8X8hFerypVxNVMr7pj6hJxZ6YqEnIZXmhz83HGtw6v3FmDw5/P6Q79UrroiDMlkcGgnB5LtUs/baS2sSgfgcfXTpOeqVTqW1k/ogS0+krrxU0AUrou7du0fzxyAJymbPnh2Vg0pWFhexGsiyUecJhgfKB3Dz5vGkXqzdJWX4dU2fI8gxyLiIhSr1Bzp+qRs1Kj2w2WCD9C8HzciRs2uyQr388pzoNeLxKqvEXzwyJh6pffGa/EyUYJNNwiAOgZe8/rRFMxH0yeLQ/qLXGiQnQQAn2zoo8xeYTgNZITF0dMmSOLmKrn/bbcv/Uq4mKuV9U5/QEws9sdCTkErzY/z45HsA32t6fzEmTAiDMvlulczJ8kPmAw/MNQmxBPSU4UdIZGP0y//yFwZlTZEsPZG68lJBF6yIZsyYsfzm8MBoqCISfey9996ubdu20d+pU6fqwytKWVzEaiDLRp0n+KCWD2BZtLlLl6R36e67iwdl6MXCHC8EThhaqD/osf5XWsABsCilLgNI048hg7KN+VzyRYLnQ8ZIPEavHv5K0IXJzHhNpVLgY6Ftef0yAToNpCRGL6EuF9Zbb2kwXFKCMgRjCBDxRTh9uvVMkPMuvDDuFdP112VOQV3AtUKPoy5vLFTK+6Y+oScWemKhJyGV5oc/MgOJuPT+YujlY1q3jr8TMWoE+2W+NVLkN2uW/r0LpD5/isC555ZOHFbpVFo7qQ+y9ETqyksFXbAimjt3bvT3zTffdAMGDHD333//8hulV6PU+JWuLC5iNZBlo84TPxGHLFh53nnJEMDa0sT7IDmF/pBHr5UeWiFg3to994RBD4ZBvvTSnCDRCIb2YYFpPEbPlaxHJr1cGHaBv5Ke94UXbI8dQOp/9JJNmpS85rRgyAdZKnVZbSAIQ9p+2R4yJA5+EKghWPzkk+S59bkanX0Lw0DxepDsRHtfLv6E8IkT7f7GQKW8b+oTemKhJxZ6ElJpfuCzXT6fMfpE7y+G/u6V3q5TT40DKgnE8F2PYE9/1whSn/9j5SWXFJ9TXi1UWjupD7L0ROrKSwVdsCLq2LGjGzdunC6uCmVxEauBLBt1nrz4YhLEyHAHfzgEghx9ThppPWJI0oF5XrocyPA8f07bQw/FyS023DAJyrAtQxYR2MhCl1hfBX+Rih5//x97ZwI2R1Wl/x7/jssoLjgqOoqOKAkQEohsKnsgDKuChiAQQDbZBWRHMIQYwpYICA4gIAER2SIS1kFkkX2L7GBYZB8VHEkCCSSp//dW8X516tyq6uruW1++vn3u8/ye7+tbt25Vv3W7u07dc8+BwYK2iEKpjwUuv9wNnHHmmcUzYaDI/74IGF1XXZUauYj+iOPsuWcyo7bzzqkriN5Xo40yrn+DMavfR1XkgvDBOlvWLZ+bgcQ0cTFNXEyTLN2mh/Q2Qc4wvb0IeD/I3w6u795tt+T3hr+n+G3C74r+rSHsTz6MLIu+HArdNk4GAp+asK+6SkNXtFNGjRoVzZw5U1cHUXxcxBDwOajrRK75ghsE6+E2eOWVriFTBGag9Jf89OnJ/roecA2YnC2D0YU6bZRxVuzXv54buzfif8yMyf522ik1ePKiMGI9mj5nzBzhHKVh2Alw/8T74musGZPrzgCPrffV6OSheX20irxGt93m6jEY6JbPzUBimriYJi6mSZZu00MGxcK6ML29CB1Miw8Bx41LfhPp6o8HrKNHNzfK5O8n1pzr44VGt42TgcCnJuyrrtLQFe0U5CJbeeWVowMPPDA6+eST47xlkm4uPi5iCPgc1HXzk5+8FRtHur4V8sLyIhw+tul6gGAi2AY/d9bNmJG010YZFyqfdFJqPDEXGsEPSdm5wPjU50zOO698xqxdkONFBkCRwTt0W02RUYZ8Mvr8qyIXkt9+uxll3YJp4mKauJgmWbpNDzw45Pcz3PL19iLkfoBpbjBjhu10+cdv0be+le+SLwN6Id8p63/5y87uC7qBbhsnA4FPTdhXXaWhK9op22+/fSHjxo3Tzbuq+LiIIeBzUHcL+oueLnK6HvAH45pr0h8UzmZpoyxv7RdyoMnXMoBH3jHlei5NWXAQ5khrh698ZUHGnVGGOdZtNUhLkPd+MFOoz78qf/pTapTh6arePhjoxc9NM0wTF9PExTTJ0m16IJAVv5/hrq63FyH3A5MmJQ8vt9gi+Y1lnk08iMtbJ60fyE6YkD78vPTS6t4y3Uq3jZOBwKcm7Kuu0tAVVrLFx0UMAZ+DulvQX/b33JPMTul6QHdDuNGxDuvBUMe1Xttum7SRedMAAoJgdk/WHXposVGGvC1Y26bPl+gfNUleQk0NIi/qOoAf1t/8JjXKVl45WQ+GgCC6rQbRH/PeD967Pv+q4Hqwnzx3zsFAL35ummGauJgmLqZJlm7TQ6Zg+cAHku95uJzLZQV5YJmB/O04+eTktxE5PLEd4e7xGt//Om8n4Fpu8tOfpp4jeGiqjxca3TZOBgKfmrCvukpDV7RTpk+fXko3Fx8XMQR8DupuQX/Z88dE1wMmpZw5MzUUZGTBu++eHUdexP9w+9P7T5mSNcqOPjq7IFluQ+ASfa4SOZtFYFAhUlXeNgmePOr1bZKzznLzwOWtv9MUGWUAwT4mTmx9AbYMgkLX0sFGL35ummGauJgmLqZJlm7TQ3pswE0da54ZbAqBtHR7gtks7jds2ILoZz9LfnP4G8JgWPit3XffrIcJ0EGwEHGZ2wZrQCifdNs4GQh8asK+6ioNXdFOQfRFydprrx2tsMIK0YgRI8x9MRB8DupuQX/ZP/10th5hfvk/83ChDeuK1n3BDVD3fcYZ2XVgcNkoOhfdnwZGEp5Myn0YYl/3pcHaNuRy0fWE/v0AbpnoT4bNL4NPMGGg6m1Av49myLUHeCqrtw8GevFz0wzTxMU0cTFNsnSbHghkJb/fn38+/e254ILi72tEOUYbBPR48cU34lQ0eA13eZkGBYaddvsH99+f/d2VxmEnKVi6hW4bJwOBT03YV12loSt8lTlz5sSBP84880y9qauKj4sYAj4Hdbegv+wRcEPWI2H0Kack/yPAB7bhRwM/JngiyPaavHVdOjjH4YcXuy/q/vKAcSiNlh12qBa+Hgk6Efpe1xOG8wdIOI33i4Tcup1cRyeR6Qk0+j00Q67fQ84avb0ZyCGHgCo0tuugFz83zTBNXEwTF9MkS7t6YO0Vcn/p+jKee+6NaK+95vcHq2qH88/P/i7Ih3GMTJwHfwsR/RevL7wwMargLg8jjX3MmpVdL7b00gvjtro/eFGwDYJD6e2h0e44CRmfmrCvukpDV/gszz77bLTGGmvo6q4qPi5iCPgc1N2C/EEBrKdhgnVfKAgTL/eDMYangrq/on6BNmzwlLFoH91fETIJJ35g8/rSjB//Vm7C6rx1ZjA8pTujhBEmNTqylkSffzN++9v0CSjWuuntzeC+XOtXB734uWmGaeJimriYJlna0QOpYNr5fsVvWzv7SWR6GCBd9POMJyBnteh9QnfGT3xiYSZi8V/+8kbm9Xbb5X+P33hj+ptT9rscCu2Mk9DxqQn7qqs0dIXPcu2110arrbaaru6q4uMihoDPQd0tyB8UwHr80MFPHcZXO5rIPpdYYlGch0WGmscTRh3II+88mvHUU+l+Bx6Yzrzp9yXBDyeeQOr6L3/ZNbKQ+JpJrzUbbJBfL9+nRp9/M2T6gaIf+TK4L56w6m2+6MXPTTNMExfTxMU0ydKOHldfnX7f6t+UMr75zXRdsd5WFe2SL0HwK90eyDb4bUGdDBgiwRpteQz54FEiDVN4dujtodHOOAkdn5qwr7pKQ1e0Uxj6XrLVVlvF68pOPPFE3byrio+LGAI+B3W3IG/6gd7eriZjxiQ/ePgRQeRC1mOBsvaHJzyHVkLIy6iI0ih773vdWS+CGTu00REcl13WNcqw4Br5x3Q94HvU4D3qOiK1qMK0aWlfcHnR25vBfRHNS2/zRbtjJGRMExfTxMU0ydKqHscfnw0e1cos0Xe+05lRBjdDOYulwcM/2R6/e/L7HCAxNLbdcIP7II95z6SnxvTpxQ/m0MdgTZvim1bHSS/gUxP2VVdp6Ip2ik4WDbCW7I477tBNu674uIgh4HNQdxMHHFDsxtGuJnC7gJtG0ZqzPGjkSOOqCjx3uZ8OAiKRa+Nk/cc+lr/PaqvlG2VYq6XrgHbTlFRZ93DnnbPjPnB+0j0GP866bTPksfU2X7Q7RkLGNHExTVxMkyyt6qG/X+EBodsUAVdA7vfII7OjzTd/O56V0u3ywIycDGaVl5cTa8HkPno72GyzJDjVzTenRhk8LcBddyW/FQgexW2MbtzrtDpOegGfmrCvukpDV7RTEPZ+/vz5ujqaO3dudP755+vqrio+LmII+BzU3QSCQeAL/zOfcV3cBlITrFtDOPtWZ5P4gyWNMhlBUQN3F70vOOGE/KeeCFms64BckyA57rj8fkizkMVsBxdPhkoGp59e7YYhry+gt/liIMdIt2CauJgmLqZJllb10N+tZWHoNXKmDEmbq3xPwkBCjjEcRx4X+yMfpawry8NJGDEYDy+RRmb77V33RDycO/bYKD6u3tartDpOegGfmrCvukpDV1Qtr732Wt+H5aWYoUOHRo888kj/a/L73/8+WnHFFfWupeXVV1+N9t1332jVVVeN1lxzzWjSpEnRvHlJQIVbb7012nzzzeM+8ffmm29We+eXa665Jlp22WV1daXi4yKGgM9B3W0gH1beU8Zu0IQ/cNIow5NMBNxAREYsppZPNfkEUu4LsI98ekq++MX8KIuTJ+cbX2Xh9sHYsWno/jzYDgm0d9stPZ9TTmndKEPuHO5f11qDbhgjA41p4mKauJgmWVrVQ3+3PvhgdaOsaE2wbkdkfk5Ee5T7jBr1Tn9+MrL33lkDSx8HNPstAK1q0guYJi4+NWFfdZWGrqhaEMRjyJAhsUGWB7aBgw8+WO9aWBYtWhRtvfXW0a677ho99dRT0b333httuOGGfTd4k6PnnnsuGj58eHTeeedFzz//fHTuuefGa9ZeeOEF3U2m/POf/+y78fyGGWUd4nNQh0I3aDJ8eGJwlfnTy/D1CIXMevkDidd5ofLh26/rABZy6zqwyy6uYSfZaSf3aahEtycnnth68mlE8+L+rTxFboVuGCMDjWniYpq4mCZZWtVDf0fKB27NKIqeW+SpIQOKYNZK7oPUKUOHZvvT3/P6OGDcuPLfAtCqJr2AaeLiUxP2VVdp6IpWCmbDYBTB+HrooYeiF198sR9se/311/UupWXWrFmx8fS3v/2tv+6qq66KZ8zuuuuuaOLEiaJ1FM+mXX311Zk6XY488shom222MaOsQ3wO6lDoBk3g9oinmLpe8tGPpjNGsl7+QOK1TgYKEOxD1wGEqNd1YMst8wOAkKIIWnnnJIFbpG7bjI9/PHvuVddMtEI3jJGBxjRxMU1cTJMsreqhvyPLHsxpivJMPvxw/m+JNMTyHt7BI0O+xhppub9uD/AATx9H06omvYBp4uJTE/ZVV2noCt/l7bff1lWFBbNacFGUBUbZSiutlKlDn5dcckk0YsSI0pmyu+++O55pg5ujGWWd4XNQh0IomsgfwrJ6+TS0GTI3jGTttfPdYggCq+jzIzAwdXuiF45XAS6Quh/dplNCGSM+MU1cTBMX0yRLK3rA3Vx/t+E7WbcrYskl840yBNnAdvzdZ5950TPPJO2ZSwwg16XcB14MWBMm6zbeuLlRtsceZpS1g2ni4lMT9lVXaeiKdgpmtjCLtdNOO/WHxEeY/LFjx0arrLKKbl65LFy4MO5jjz326K+DG+Nyyy0XG1mI8FhUEHhk9OjR0W233RbPsrVrlP3978lF6HWgg+mRJRRN5A9hWb1eK1CGzJEmKQoMItl667f7PrdznPN8/PHsAnLJUUfNc9qXgS9XpBfQ/eh2ZcBF87OfXRgHg9HbSChjxCemiYtp4mKaZGlFDxhL+rvtmmtSo0y3l2B9Lb8bERQK0YKXXz753r7kkrlxm498JNmO72q8njYtnR1D3k38/fa3346efDLpk/uTddZ5J3NMfa5gv/2af6e3okmvYJq4+NSEfdVVGrqinbLbbrtFG220UXTyySfH67xOOumkvg/UfrHx1En0RawlQ1CPJ598sr/ujTfeiB599NHowgsv7LvBGxZdd911Yo+0TJkyJTrggAPi/zsxyqxYCb3IH8Ky+pdfdn84i1i0yK0Dn/tc8nfLLaNo992jvh93tw3YfvvsuUyYEEWHH+62I4jANWsWZsez+xUVBIvVfQCcd9XCfZZZRm+xYsWKlcVX/vIX97vtpptgDCEpc/n3HFadcB8G1R41Knl9wQXJa25/3/uS16hn3dixyd999km2ofTdFmbOZY010m3vvOOeKzjkkLSNFSu9Uhq6op0C98IHHngg/h9Jo++77774f8xk7bLLLrJp5XLCCSfERl2R0YVyzDHHxDNyusCIW6PvU8+1aZ0YZT4s6xDw+aQhFELRhD+CePqZVw/wGslH9Q9nEXp/whxpWFuGJ7YId5w3YzVy5IL+87jjjuozdAB5dfR71OQ9SQaY4dNti+A+SJegt5FQxohPTBMX08TFNMnSih5/+IP7nYm0Ifz/sceKvyORyBltPvjB9PcAs16oO+aYt+LXsl+8lilTVl89cVU86KB0puu3v50bu4sj3xm2IfAHtz37bP53MXJd6nPTtKJJr2CauPjUhH3VVRq6op2CtV0I7IFyyCGHRNOmTYv/R5TE1VZbTTatVCZMmBAbZDNmzOivYzRGWTBbtummm2bqUJC8GvvDWASYbYNRhv+vvPJK3by04CJon9JeBDqYHllC0WSjjZIfUbiqyHr5A4nXOqF0GXp/jQx3rLcBBOHgduaKqwrC/ev3KIEhuOGG+WvbuGaiCtwH0cX0NhLKGPGJaeJimriYJlm0HniwhNxdv/ylG6AIRpD+bsPaLv5fFh4fuSLRBmHsWQcDCXUMZS+DQyEio8x9+YUvJOvRfvKT7DpfJHe+7rqk789/Pu27yC39e9+zNWXtYJq4+NSEfdVVGrqinfLd7343OuOMM+L/EbL++9//fvz/HXfc0bJRBoNq+eWXj0Puy4JZN7hIImw+y+GHHx7nNNPlH//4R7z2jMAQg1GG/2fPnq2blxYfFzEEfA7qUAhFEzypnD59bvyjKevlDyTrEDVrxRUXRCutVL42TO+vkeGOf/CD/NxlmLXCdv6QV6XZgvaf/9yNDkYuvLB6ElLuI28wNEVjBFoj+fV99xXfHIVKkSa9jGniYppk0XpssklxUmcYavq7TRpOWB+s9yFYe4Y2MK5Yx/ySO+6YfG/LEPcItY8ATXz9/vcnBhtm5nTfWCuMbfKhm8xxJslLFq3RmhimSR4+NWFfdZWGrminwF0RAT1gkCEMPvKCbbbZZtHIkSOj8ePH6+aFBSHxMcM1derUvjf/1wyvvPJK3B/cGp999tl4lgzr15C0GgWBPdBuwYIFqtfO3Bd9XMQQ8DmoQyF0TeQPpN621lruTNOIEQv6fqzTGTcE39BtyK67pj+4eNKK5Na6zQ03JDcOV1zhPvUtA1Ei9flK5BNjzfHHV4/iyH2WXrp1owwh/LEvUgrofUKnSJNexjRxMU2ySD3wUEd+b+m2p57qGmXy4Re/WyV4CIYItwjmgTYIzsFt/C7fZpvEw0GGzEdfu+3m5p+8+GL3ARdm6LDtfe9bFH8H/td/JUGd9L4AQUT0/hobIy6miYtPTdhXXaWhK9opc+fOjWeguIbr1VdfjY0muB8igmLVgtkwGE95oDz44IPRmDFj4iTSG2+8cXTjjTf270vDKy9EvhllneNzUIdC6JrIH0i9bYMNUqNs553nx0YV1ilIPRCWGa6E+scW6Hxkv/uda3ghuiG2XXCBu60MuO7o85UgH5nehxxxRHFIfg33kU+UNUVjZPToVD+9T+gUadLLmCYuPjTBdwjCtev6bkTqMWtW+v3zyU+63z94uKS/25Cwmf/jQZds/+c/vxGv9/3ylxdE552XfD+uumpqlMEVEXVcCwyXbfYFL4vvftfNP/nQQ64XQFFU3jx4rDJ8jJHQME1cfGrCvuoqDV3RTllvvfXiiIghFh8XMQR8DupQCF0T+QOpt226afoj/ItfJMZTkR5st/LKqcuLzkeWZ7xNnpzMWuHGSm8rA0969flKeNORB54m6/ZFcJ8vftG9KSJFmqy3XntGGQzdO+6YHa/v09u6hSJNehnTxKVTTeAazM8YPjd6e7ch9XjiifT7R679IhMnukbZVlul39l40CXbyzxjNOjWXfed/u0nnZTUYWYLr3FMtofLNwN4EKQK0ecEsJ5Xn1cR0sW9iE7HSIiYJi4+NWFfdZWGrminjBo1Kpo5c6auDqL4uIgh4HNQh0LomkyalPwQ//jHrkvfDjukT11vvjlxhSnSg+2QMJT/H3po1vjBugRuYw6co49OjjtlSvYGY6ml8hObkl/9qtwogxEp2+NGg/9Lt8pmcB+48uhtpEiTNddszyhjDiCtXzdRpEkvY5q4dKqJXIv68MPurE23IfXA++F7W2IJ1wUa353yOw5I74b//u/sei/pqYC1XPiLB2/cjvWvqMPDJLz+8IfTQB/oCwacPNZmmxXPcnHNWRHIZfmNb7wTPc4JbCkAAHspSURBVPpo82vW6RgJEdPExacm7Kuu0tAV7ZRjjz02WnnllaMDDzwwzlWGYB2Sbi4+LmII+BzUodALmiC8vK4Df/rT7NjVTy7mLtID7RBS+ac/TY0hHekRx+G25ZZLZtTww456/dR3333nRZ/7XLFhdu657gJziXZfRB0XwXPNRBW4P1x+9DZSpAnDRvP4VdHn3Y0UadLLmCYunWpy2WWpoQEDTW/vNqQeXJsFsD5Ltz3sMHeNLtwR+f/JJ2cftP3616lWK6yQtJNruvgg6+tfT4wyrIWVfa2ySjbwEwKD6HMiSy5Z/N0N6CFRhU7HSIiYJi4+NWFfdZWGrminIFdYEePGjdPNu6r4uIgh4HNQh4JpkqWZHueckxpDxx6b/eF97rnU4NBBRA4/PHuDgUAdMIT0jznhWjQsTseCd30ep5ziGmUMvAE3HN2+CO7/la+0bpR99avp+et9ytDn3Y0UadLLmCYunWoiv2/oYt1tPPDA7P5osgiItPrqyXfUvfdmIxbqyLl5gZNkxMQJE7Lfv2ef7bp0y5D0XNeL/JE6yAj64oM0gu9T/V4IAiPpY0nyvrOL6HSMhIhp4uJTE/ZVV2noCivZ4uMihoDPQR0KpkmWZnogGhd/eHWUQ5kDDS6E8kdah8zH7BlcXPSPOV1qTjvtzejOO9ObFn0eMtEptzNa2frrp+soirj77tn9YaPBssu2ZpThRksfvyrt7jeYyNOk1zFNXDrVhOugwPjxxUbCYIYPnzCTL3OPye83gIdacj94E8jtAEnu+b92f5ZeDAR9cDvXnCEio3yAxr60oQVvBP1eiDbgNK0Y0J2OkRAxTVx8asK+6ioNXdFuQaLoyZMnR3vuuWffDdb/9n2IL41D5Xd78XERQ8DnoA4F0yRLMz0Qqp4/vLgJ0Nv/8Ic50bXXzomOOSZrNCE3Dv//z/9M1m/JmSbCGwOsQUOYZta/+GL2OIwkRlDHp+pwK9TnpdHHxRNo3YZgYTtSK0pN9P56nzLa3U+D0Ne6bqBoNk56EdPEpVNNZF4umay+m5CfdxmgCEnu5bYnn8zux2TPkg99KHU5ZBJoor8TAVwguZ1rzpZZZmF8LNlun33mxREgZd1FFxWv69Wujppma4IlnY6REDFNXHxqwr7qKg1d0U655557opVWWilO5Dxs2LDYQDv++OPjPGLXX3+9bt5VxcdFDAGfgzoUTJMszfS45Zb0RqLsSap8wg022ihxZxw16p04dDPaDB/u/rCzDq4zMpojk1ATBC6R+6GOs3iYgdPno9HHxZNf3QYgRcC//duiaMyYwWWU7bffvDj8NYxgvW0gaDZOehHTxKVTTWB4yM9LK4nhBwPaTVAGPJoxI2uUYY2v3BdpSuR2DcLjox0iVCKgx4YbunknpYs5H3IhFD6OJdvBzZHBmQg8CfT7Ieus4x5LghD7ep8iOh0jIWKauPjUhH3VVRq6op2C3GEXXHBB/D+MMxhlKEgmvemmm8qmXVd8XMQQ8DmoQ8E0ydJMj/vvT3/MMTOltxMdiIPGFp7msk3emjL+2GONw//8T3rTMnNm9oZFr1FD3VVXJUYZZ+KKQGhtfVyZZFUiZ/ykJnp/vV8Z7e6X1wdSFOhtA0GzcdKLmCYunWqy3XZZw2T//YuDTwxGnnkm+3k/+uj0e4sJnglcquW+CCcvt2vGjElmDmVqDg2MQPZ3663J9ylC4eNYui8EG5F1SNuh3w+R6VTyaCUoS6djJERMExefmrCvukpDV7RTRowY0W+ISaMMf1dccUXZtOuKj4sYAj4HdSiYJlma6SHdXsoiJJ5/ftYoo2uMdHmUyUsJko3iL9yW5JNkfYPwwx+mNzfbbps8McasEY+lz0ei11OAIUPyjZvBbpTBnUlvGwiajZNexDRx6VSTTTZJvg84iwOXPt1mMCMj0oK99koNLZ1rEV4Icl+4a8rtGmiDdmXruxgwCdAQw7pdGmhEphQhZeHsEdVRt5egf71PEZ2OkRAxTVx8asK+6ioNXdFO2WSTTaKrr746/l8aZdOmTev7wP6XbNp1xcdFDAGfgzoUTJMszfSQiUPPOqvYKJOhrCVyn7ywynw6jIXnV1yR9sHoZQTue6hfe+134ohmqLvnnuSmA+6Gsi3cdrB+DWsq8Prxx7M3SqBodi3PKJMBTUgriaDlfnpbVXz00QnNxkkvYpq4dKoJwrdjjDPqYJVkxIMJficRmaAZqUjkNnxPyX1loug84FWAdtQoD+nuSZfF9753UcYLAay2mtsHvuv1+yFwd9TtJYgsqfcpotMxEiKmiYtPTdhXXaWhK9opN9xwQzRy5Mg40AfWlJ166qnRIYccEq8po7HWrcXHRQwBn4M6FEyTLFX04A8vIiTqbURGNpTIBeAf/KCbgHSXXZIf+wMOmJeJ9EiDinARvIwuhie7bA8XRdbDSEMd8vLgtcwPRDBrp98DQMQ3tqEmzz/vGmU0DKsg99PbqiLXfyyOgB9VxslgAzeiWG8ItzG9zQfdqEnddKoJ3IoxxpnY+DvfqR7sAw+GcL2vv776rE0RmIVfccUFpcEv8rj55uz3INyN+T/Sgsht+jsOOR7ldg2CbaCddiUcPTo1sORYl14OMgpkEfq9SPIiQ0oeesiMsk4wTVx8asK+6ioNXdFuefzxx6ODDz442mqrraJvfvOb0f777x/NnDlTN+u64uMihoDPQR0KpkmWKnrwh1euV9DIgCASuQBcbwN77JEYW1jgL10gYaDJ/rkIHrl8WCfdErGWI+84eA1XSH1crLPQ7wHIgCLUBIFK9P46nHUZ+nza4UtfSmcZEZ5fb6+bKuNksPGpT6Wa6W0+6EZN6qZTTejijITw+AsDRLcpgtf6ox/t3MWXUSC//e3qxweIRCs/7/ie4f86Qq1+WMDgSEVwHaxee4bUIGus8U78MEq6IMrvx2nTOjPK+D1dhPz+bUanYyRETBMXn5qwr7pKQ1d0Wl5//fXo//7v/3R11xYfFzEEfA7qUDBNslTRAz/4+OEtW3OAiGD6hxpIN0S4DMptSDjNfGa77z4/kwxVBxXhjQgCfrAOLoTveU8yg/Tww+m5yWPgtYzqSDDzpN8DyDPK0Lfef9Ysd98i9Pm0g8wpdNddxdehLqqMk8GGD93L6EZN6qZTTejizCiMVXIQEp/X+5BDku+ljTduzSi7/PJi4wcu2vI1DCW5b1kAD4BASWinozRirS9SiDz7bPZcZIAj5nQsQ78XCdf6afDgQxuXzeh0jISIaeLiUxP2VVdp6Ip2ysKFC6OpU6dGX//616OhQ4fGrL322tGZZ56pm3Zd8XERQ8DnoA4F0yRLFT3w497sSShCyesfbCBD22MxOBaYw0hCf+j3oIOSGxWEe/7Zz9IbB+0qyYXmRx+dna1bYonEKJOGCvvgWjNGaZTAlVK/ByCNMtZhvYTeH+9X71uE3E9vq8pSS6VG2aRJbzW9Hr6pMk4GGz50L6MbNambTjWh6/FRRyXfC1/72uIxyjAjj36whlVvKwNruuR5SJAbTL7GQyi575prlhtleDCDdnqm7De/KTaKGGFx4sTke+1jH3NdyEGzAEJ0vUQy689/fmE8c4/v6Ha+hzodIyFimrj41IR91VUauqKdMnHixNgIu/zyy6Mnn3wydmW85JJL+r4Y1uz7sJ2mm3dV8XERQ8DnoA4F0ySLLz3+8hfXxQ83ALqd5ogjkhsVRFSUOX0mT84aX4zSiJsLWU9jBYYe69gHnuLitQ5FDTDDps8FwOhjG7hTIu/Qbbe5M206x5BGrjmT++l2VfnEJ7KzjK3eLHaKr3EykLSre9X1gt2oSd10ookMqIOorfi70kr5UVLzaPd658E1VAgYpLeVgcBG8jwkeoZLP3jSwTf0zNmnP518n+kojYhaq8+D8KHVwQenRibeE/eFkYWokM2+zxAEBN4LiC6JWTl8L+o2VelkjISKaeLiUxP2VVdp6Ip2yqqrrhrdfffdujq6/fbbo6997Wu6uquKj4sYAj4HdSiYJll86ZEXobBKTi0G1sCCfiSQ5r4wjuDuQ3dFLm4/4YSsUbbCCskNBtaRcB0a+1hmmeQmpmg9Rd7NtzTKAGbO4IKp9y2LNob2eOKPp/3yfIBuWxXeXPnoqx18jZOBpB2tfv3ruXGS7qlTi9dPkm7UpG460UQG1OFndtllm3+HkHaudxEMLFSUZL6IU04pNsq4To5g9knuK4OCAB3x8OMfTx4k6SiNZQnluaYN7uH4i3VrMhIjvyMHkk7GSKiYJi4+NWFfdZWGrminrLXWWtEDDzygq6OHH344dmns5uLjIoaAz0EdCqZJFp96yBsFgHDQuo0Grnho+81vvp1ZCC+jDcJFZsMNk6fGMu8Z0BHL5DqKESOSGyrk7tHnBvQaDKCNMsy25bk/IngIzisvNL58Eo3Xcj/dtip5kSt1mzzwVLss1HVVfI6TgaJMKwRkwDoZncBXunfpfTTdqEnddKIJXJ2pPT9zcJXT7YpAtNWq164ZjApLl8GqyAdLmi22yH5X6Vl/PmAiiCIpX9MdW37nwWiEMavPg0A/tOPsGs5BBj5i8JCBpJMxEiqmiYtPTdhXXaWhK9opV111VZyP7Kabbor+8Y9/RLNnz47uvffe6Fvf+la8ruyll17qp9uKj4sYAj4HdSiYJll86vGLX7yZSfKMGwHdRsO1ClhQf+SR+WGXn3jijThHD/5Hrh+5vw7VLG/sVl11QWwYwgVK9wlggOmbcq5lkVx6aXKDiHw/rPvlLxND7//9v0WxwYhzZB8jR/o3ynAcfV66jQYupbhpQ0S7TsPodzJO4OqEQAMDHaCkTCvW03AnDByTt4+mE01CpRNNmFcLY53RXIuipOYhZ5P1Ng1myRFVVdeTHXZIjDK4DettZeR9f5ANNsi6IyLIkdwXs4Kox1ozumPrPvBQiv1gNjfvoZAEwUHQlpEdx4x5Ow5fz/7wXaX3qZtOxkiomCYuPjVhX3WVhq5opwwZMqQfBvrQdfzbbcXHRQwBn4M6FEyTLHXogZmpr3xlQRzYQ2/T0N1n1Kh3+tc9aHATwYSpMPzk/iefnH0yjRt/vX8Z+qYP7pK6DRfvw73os59NnjwjAIFsg/Ui7MO3UQajRp9Tlb4OOyx9L2XullXoZJycdJIbPGUgKNOK9XQJI3K2pVkQg040CZVONOFn98MfXlSYGL6MT36yegoEzmbPnJn/ucAaV2yHK6veVoZ8KKXJS/osvyO/+MXk/OUaMTyowloyvR9AYCR9fA1n34YPT/7CLfPpp9Px3+qaOR90MkZCxTRx8akJ+6qrNHRFO+XFF1+sTLcVHxcxBHwO6lAwTbIsbj1+/vPEKJPh8TUwKHgTheAbcn8kjJVtdZ6gKsj+8m6quHgfqQG+8IXkBkkaXgAL6DHzdv/9s0uNMqznwHYkc+Uxr7hiruOWKclLXg3gmqjbSuRN4B//2NxALqOTcSLXwOhtdSK1KtqGG3nW6Xx0111XrlknmoRKJ5pgbRR0x4MSpqH4l39Z1HQ2iMi0Ec1mhtnuJz/JXzuIGSW2yVt7WsReexXn88KsrK7DulnMruF7gznabrghO+6kESXB95I+vobfmwwUhMBK8iGPnikeCDoZI6Fimrj41IR91VUauqKT8re//S3jqtitLouy+LiIIeBzUIeCaZJlceuBiF64OYDBU5SgFLNjfOKLQAxyfyRSZjvMYmG73r8Zsr88w5AzTuuu+06/O5Be/0FwDmVGmQxtz2Pytb4ZI0U3ZTI3Wx5ybZuMTtkOnYwTBHHR73kgkFoVbcP1Yp026PHAQO8n6USTUOlEE+qPdVByzMs1U3A3LprBxOw89ynLqQjYDoF89DbAaK+glZyESO0hx5BEnp8G2zjTpwN3wMDU7QGiJurja/CwS+4DzwLU8zW+x/Q+ddPJGAkV08TFpybsq67S0BXtlGuvvTZabbXV+l0XpQtjN7osyuLjIoaAz0EdCqZJlsWtB6OswZDRIaPzQHJW3ccBByRGE9x8aOS1guxrzz3dc6ArE3KsYY0W/i+7wSoL9CHhMfn6v/87/ybr8cfzXTL1zZtGGo5XX13ethmdjBM566C31Ume1nqbDOSAfE9yn2YRGDvRJFQ60WT69DTiImaneB2efDLZznVmCOOu9wV0/wN33lnNKMPMkd4GZDCNZuHiJcynmAdnwvA9orcBBpm5/fbsZzUvsi341a/c70KN/OwBrIVFPV+3Gl3SB52MkVAxTVx8asK+6ioNXdFOQY6y8ePHR7NmzXLcFbvRZVEWHxcxBHwO6lAwTbIsbj0Qxh43B8OGLYi23941iDS/+517IwLXPGzD+iCZgLoq0j1q113dc8AMGf5+61tv97sgSVcpjTTK9A2VDiQhn4IjGAbq4MqE/hlSn65cmjwDVcJZPQA3qeeec9tUpZNxIvMq6W11IrUq2iZDguvEvzpXnqYTTQaCqm5/PulEk4suSvTH+ie8ZuLjBx9MjCKM4aLrCbjeEzRzPWU7JK/X2wADY4BmBp4EgYXkGJLQ6Npuu/m5D3+YOBvr6XS/1EKC/Iu6nYYPrAiiWqKer/FwSe9TN52MkVAxTVx8asK+6ioNXdFOWWWVVaJnnnlGVwdRfFzEEPA5qEPBNMmyuPXAeip9syGNCU3ezRbWnGEbbmoYzbEMaTQB6Q7FqGsSRkVDnqFVVkn+L1p8r/vXSbXlzRWOJ2fBkDwbdXJdCl7DSNPHAIjSprWQMBw2QZRI3aYqnYwTmZ9Jb6sLHRxFGyisHzo0vSnVs6wTJnSvUQYDBq6yNGgGik40of5IoozXyD2I1wjhjtfSwND7AubkAsxZmIdMm6EjIJL110+NMuQd1NuLQMAiOYYk/OzjO0YamIRBZvKCjyD4iW4v16UWoQMh0cDk6//8z/xZxzrpZIyEimni4lMT9lVXaeiKdsqUKVOio446Kpo/f77e1PXFx0UMAZ+DOhRMkyyLW4+8HGAMf5/HTTe5N0gM8YxQ2riR1vtoMGOE2SfOWkn3JLoqSj70oaTdjjvO74+6iFk53Y5Io0yuIQN8Gg5wPBqUAEFG4M554IHpDRtyqRVFlETiba2FREajk8dsBaznQS4jJO9ud5xITWEs6e11AENbvm8d+IH1K66YGmVwH5X7/OhH+TfsZHF/dsrge5BRQQeCTjRBugucMz7/eM3PDtZD4vMKA7psHMvchjp1hkQ+KME6Vm2wA7kW68ormxs/hMF1+J2RB3KgIcCIriePPeYaZQzUIanikkxPBIKUIajn61bzsPmgkzESKqaJi09N2FddpaEr2imPPfZYtOqqq/b9KK0YrbfeetH666+foZuLj4sYAj4HdSiYJlkWtx46QSpAImldR/KiCGLNCbcfcoj7BFrD/XijI8NSy6AUGoSTRpRFXa+BK6auI/KJN47HiHNFbRD8AOen2wCsX9FaSDjTINFtmoGZSe47YUKyvq7VZNRw12IfRUEa8sDNc94NcxUeeSRryOpgDayXeZrgPir3wVjS/UoW92enDL6H3XefHxs0mIVqJYpgu3SiCVMnYM0VXmMWB6/x4EbOggG9L0D4em5HInq9negomzD2xo3LjmuZ8gJulbqPIpgT8XOfc40ogu8RPdbe//703PVYBXkz84jkqttp6NoN8NAKs4SoZx3Wuel96qaTMRIqpomLT03YV12loSvaKZtuumnfD+y2fV84F0VXXHGFQzcXHxcxBHwO6lAwTbIsbj3yjJI8F0Kikz0DzHxxO25C9T4Ea8KQQ437MTAA11mAMoMQrk46AWweX/qSewNF5BN0GB15M4US3KhipkDXg2aR0+RNKtFtmoF1K7qPM84onoXIQxplMJb09jzgsoYbVUSz09uqwDxXREaqlOv8kGCc9dr1df/9u8coQ/Jy3OjT6JXvAYEx8H9R+HefdKLJxImJ/vic4jWD6jB5u0TvC+R6zf32K7522mAn556bjmu6KYMiN2HMYm+xxduZAD1DhiT7lT2Y2Xvv+XHkRFkn3ZrxvaCPlTfrffPNzY0ynCPbYyaR9ayDsaf3qZtOxkiomCYuPjVhX3WVhq5op4wYMSJ6/vnndXUQxcdFDAGfgzoUTJMsi1sPedNAcEOl60jeegu5fqgs+pnej0E75JPwTTYp3h/rQIoip0m0y6JE3nzBbVK7F2mghQ7VTrAGpShXmQ4wQqoG+4Dxi1lBaVCR449v7eb+299ONauaxFq6POptVcANqzzn++5LjyuN+G98I11nN2lS1ihDMAbdr2Rxf3YkdLfDTK+89ogumPde66IdTeCGB4MI7qI4z+9+NzHK4FqK13mfEd2HjNYIMG51G1K0RlOGmOeMFyjKISgTzbOO6zh1KHoJDGUE6dH1JM/FN899kWvtmoHw/nhAA2OQdcwdCENYt6+bdsZI6JgmLj41YV91lYauaKfsv//+fV92F+vqIIqPixgCPgd1KJgmWQaDHgg9Lm82EHVQ34CQIve39743MXbyErQCrNXS+/DGCVH26DKEYBh6X3LccW9l3JqKkGtbysAsoQ4uodltt/lxxEldT+D+qd8XKMptlDfTmEeRjuC00/JvUovAejTui7DmenseeN/cR2+rgjZkZZhxGVwFhifrkbNK7oO1P7pfSV2fHTx4aNXVUJ63fNBx7LHpe8J6J72fb9rRhOfHMPTf+16iO/P96aiYQPehH+4geqJuQxDsQvcHkA+RbbCOkvVFM4wyhQfr6GZZFoURER/heqjrdV+SvDWsVR9w5IGHOZiBb9c9uBPaGSOhY5q4+NSEfdVVGrqinXLiiSfG68m22Wab6OCDD44OO+ywDN1cfFzEEPA5qEPBNMkyWPSQSZ91xDCCmSG9H5EBNDRFN1XSWABYU1IUZAQ3aViLInMhFUEDsRnIy3TKKeVGGda65D1VZ/jvgw/Od9OCkan3AVWDFuj9JAzdXxUZkS4vemYeMtIe18G0go7qKZNny5mSNddMb97lzAeA9rpfSR2fHRrgmLHV28qQ583ANwAPHPg/Hijo/YpAcJl2dG9HE54f15Ah+ijq4VqK18itJd8f0LNJcl0pQLAdfRyiZ1EJ0mmwDSOugqJcZjJRNOv4PYSxo/snSEZfFLxH9iXJe9DTSv60wUQ7YyR0TBMXn5qwr7pKQ1e0U7QRpunm4uMihoDPQR0KpkmWwaLH00+nN1WYidE3IADrvfR+ZMkli40lhprX6EiLuFln9DQNZ+g++EH35qhdMEtWFoUNwPUvz32La+cwo6XfFyhaNyPX1JWh95M0y9+lgdsc94WxpLfnceSRqYHE5MFVQGADuCdKIx/ISHW33ZbelK++emqoIPql3KdZIJU6Pjt0KwN6WxkI4sD9ZHAHOb6qGmUcW0XGSBmtaiJdjznLhOij2MZZ6bzZZEQFlf3oXH5f+ELxWqkbbsgaZVyLJr8naCCCorD50vDCaxlqv8wFG26aiLCo62VfmryQ+HlRGruBVsdIL2CauPjUhH3VVRq6wkq2+LiIIeBzUIeCaZJlsOgh18Hg5kjfgCBKWNnNOYMZ5PHzn+cbIoiCJtshHxGfzpPzz38zvonjPrrvToDxqWdnNJjNg+ulrkeOIvz9l39ZFM/gyfcF45LbNXDB1DpodI4vzdFHN+9DIlME/OpX1YwyzCZwH+l6WMZllyXvGWuR9OyKNAblTbmMvrjvvskxaeAw4EQRdXx2ZDqEVqJcyuiE11yTvj+kTeD/a6zR3CiTMzhVjThJq5rI1AXM0wWDHNvoXowHCWxDtBuzXicGI0Yfi+jgOpz9lp8NmeMPCeV1H0Amu4dBJg0xfEbkMSS4JkXuxUAfB+R5AuRFaewGWh0jvYBp4uJTE/ZVV2noinbLfffd1/dDtG+0xRZbRC+//HLfl9+Z0YwZM3Szris+LmII+BzUoWCaZBlMevBmIy9Mfl4ofAmejOt9CG7QdXuABfeyHWZX5AJ/oPcpWyvSKiec8Fa/IYCF/HmRHZHENm+mADehfJovA5VgrYhuK8F6Pf2eNDpyoQZrYvQ+ZTCKHpDrdorALJ9MPVDV5XLMmPTanHVWVjOpkTRYZZ4yGulMJdDMhbCOzw4MA55bVWMUfOUrqcZyZlUG+kBEQbx3bdBIpDZ4IKC3N6NVTfJmjBh8Yt11kzEAt0LdRj+gyVsnJmfT5Nop7Q5M40/m/ZPBejCjrs8byJn2Cy7I9qlz3knoTo3vGjxsktvkAyBJXiTVvCiN3UCrY6QXME1cfGrCvuoqDV3RTrn++uujkSNHRpMnT47XliES4znnnBMNGzYs+tWvfqWbd1XxcRFDwOegDgXTJMtg0gM3oVjUj//1DQiMEN1eIp9sa37zm/ybej1LhfVdcoE/0Pvg6XSZa1Ir4CYQQQ3wP122dD4muFNipk/vC8Nlm20SIwTng5tOhA6Xrnl5VDGoZswo74NrfqoiXcEAboLLAgzoG1AYpbpNHjLypnaBleHOYaCxHjmqWM9rwRxTMJL1MSR1fHZkYA75MAGRIcvcCVdbLTVikbKA/yPintQBQH+9P5Fr8fBAQG9vRquaPPCAa0wx2iEfUuStu9SpFbhODJ8frul88MGkDdbpIVAG14xp11Z+jhCxES6JmC2Un8Mit2nuB+TsPsYvHiTocyaMXoqZUDljhgcz+hiEs4gSva6uW2h1jPQCpomLT03YV12loSvaKZtvvnnfl9Xv4v9XWmml/vD4qNtggw1k064rPi5iCPgc1KFgmmQZrHroG5BHHy03yrQxI8FNmW4PJkzIuhhhrYeccQB6H4DoePoYmrKF/jxXhNjn7A5dAocPd6MeLrOM+97gssi8WgikoWeGiqhiUMGI1ftJWs0dludaqmc6JLpt1RD8Y8emN8k6WIyMGClnHqEt6xn+H4Ya/pYZL6COz450e+OsppxNQuRIvQ+Qs6wI/sL/81IaAL0/oQsoGAj3RYR11+dGI5zpJ5hUWkKDizCaIWaemGgZ7sgwXOQ6ULSVrq0wdmUURYC0AjKfYJFxLh8CYAaY/+N4cuZu7NhsmgyMTdkP68sSOcs1g0S36RZaHSO9gGni4lMT9lVXaeiKdsrw4cP7DTFplD333HPxzFk3Fx8XMQR8DupQME2yDFY99A1ImcsVWGIJ96aF4IZNtwc6WTDc13R0Rb0PwPoRrM/Rx5EgcEmRYUY3OcxwbbxxcmMHV0b0jZxCun0ecF3Cejf8jzVbrbhVwkWuLF+ZTmwLZOCNZgEwJDhOXjhvPdNBMHug21aZ3QPIbyXfo+6HUSPlLNrSS6c3wjSQuQZOBgHBLKSM4AiqfnYwK1imt0S6G3L2VF6PojDomNViGxksREcYJXp/IpOFr7xyfhCZMqpqQvISo8P9EtsYIp9JpSVwsZX9cHYXn1/OdqMfmQSa75tr1Ji3bY898j+npMg4hfHGNvwsErlWbuedE7dEvtbRS1kvHxBo9DkB3aZbaHWM9AKmiYtPTdhXXaWhK9opW221Vb+bojTKpk6d2ndjsKVs2nXFx0UMAZ+DOhRMkyyDVQ99A9LMVUcmZdYUrUfTa1VgEOk1HnofUpScmTBIgzbyEMqea9mQi4sR5jDThfY6AmARMAwZPh3ugWVJr4ugq6jm9NNdoyzRK/kfN8t6nzxwM83Idpq8JOBAhnMnRe5jGrnGRwa4kGAcyVk0zOJxfxwHdVzLRKNEutjJ4xV9djA2ZPAVGkZF75lgPSAi/fFYTPYrA9IU5XmTa/Bw3vI956H3J3I9mnTtrEqRJkUgKqY+N0bKRKAVvJYPBIhOnEy3yyFDFvSvEcubYcPaLxhF+H+99RJjS2qeB2av9XkDafxKl1Egvx9wOyXXaaKt7If1w4blH0e2keg23UKrY6QXME1cfGrCvuoqDV3RTrn33nujr371q3GgjxVWWCE64ogjou222y4aMWJE3xfeHbp5VxUfFzEEfA7qUDBNsgxWPZDDq5UbEH3DIilaj6YDaCBn1Sc/Wc0oAzLUu4Ztvvzl7A0y1v5wLRuitzEIBmZi0D5v/UweaMv1Y5iJoqtXK3zsY2mEOtxEYi0P1uboGUSA8fHLXyb/V11rpPuQ6JkOkjdzAsNWt8tDGmU0bjETJvvC+5OzaHAl5f7UkDM0mHFBqHUZzVAGVyj67MBFFG2xdgmvuS/cVfU5E+gv14UBGO3YJhOW41z0vkCOxTJXXqL3J3K9lZxFrEqRJkXooBuAhifSQeC1zFkn28BYhjGKNYI0JhG4hcbSnnvmz4AxMTmuN45zyCFu/5KiGSw5q42ZbrkPtvP/dddN3I35WuZDAxx3RVFiZV/6GN1Iq2OkFzBNXHxqwr7qKg1d0W7529/+1vdD/NPYMNtrr73ihNIvvfSSbtZ1xcdFDAGfgzoUTJMsg1kP3txWuQHRNyySJ55w2wO94B+zJtrVTu8jgQsebv5//OO3MpEcMTvENlyfRHDDyLVs+F+uf0H7Zuu55HkxNxPC4udFbmyGNMrkOptjjsneYCJwAcbHpZcmr8tCq8PYwvt79ln3miAUOSMb6pkOkpeTDeiw/3nI9VO77JL8r933EJBBvj+cD/dnkmvpBglk7jpp4Bd9dtgWszbyNcL863MmmLWUxwRMXo1cdLIehgz3w4zpFlu0bpDr4xOkLGAbPKDQ25tRpEkR8ngExha2cY2gTl0B8HmRLptMGwHXUxpdo0fnfybonsoZWKwl1W0kWA+mzxtI3XUIfGzn/yNGZGfO9BpJBPvAw4Ky4Df6nHiMbqTVMdILmCYuPjVhX3WVhq5op5x22mnRm2++qauj2bNnR8cdd5yu7qri4yKGgM9BHQqmSZbBrIdc66G3afQNiwQ3rro9KIuQVvW4RIaiR6Q01sMlSfaH9W2cicIT8ve/PzFS7rsvuRGVSbTL0MeUucCqAgOU54lZHNbL/wGiEWJ8XHNN8rrInQswnxKCgejj4Xw5i1PkhqddSglCteu2Gs6sAM6W4IYesyesX3bZBZmZF5wv96fbG2/q80C6BrYv+uywLd3R+BozpPqcSd5aQhgl2CZTChDuJ9eAtYI+PpGh3ctyfRVRpEkRerYaPPVUso1GNtdmIoAGZz6vvXZO5oEHA21gVpE57r70pfIZQ6whxHHy1qxJsF5VnzfYaKPU6NNux9jO/9dZJ9GDr6ukpdAwKqecBdVtuoVWx0gvYJq4+NSEfdVVGrqiann66aeje+65J2bo0KF9Nwj/0/+aXHjhhbELYzcXHxcxBHwO6lAwTbIMZj3kE3K9TSNviDS6LZGL74vQ+xQhn4Tj5pH1Mu8Z1kuhLs/wkIFMMLOXlysMM2L6vBglrixPWxFLLpnOAMgbUz0zAfcwjI9bbklewyVTv3/CfRiWnEATaMQodJwZ1BStBUOwC91Ww6ApgOvCkAcO2sLtj/rJ9Ak4T+6PwB6oy3OXI3IdXtFnh225Jo2vy0La66TlgMmr86Jvcj8dZbIq+vhEBqxAxL+y2Zs8ijQpIu+z8PLLybYdd0zGIQ3sj3xkUb+hhfWUMLC5D1xv8RczxnlryfKA+zCOo10PNZj5ztNBruPTnxlsx6wvZpWfeCJrlGF86b6qgIiTyL2GGV3MRuvt3UKrY6QXME1cfGrCvuoqDV1Rtdx5553RkCFDSkHQjylTpuhdu6r4uIgh4HNQh4JpkmUw6yFnLPQ2jbwh0rMHui1pltOrbN88uA8MJdbJGSzW6dkBGAb6pi/P/Y+JpqX7IHNqcYaqFaRRJteRcY0LXDIZJRHj4777ku0IVqLfO9HHIDTk5EyH3hfovFo07pCMV7clyCsFbVZYIdWaxjBmMNiOgSN0UBhqzwAZmMmQ2yXMoQWKPjtsizViCCzC1whYoc+d6LVvAEZm0TbuJ8Pft4I+PtGRNzG7qduUUaRJEdqAkg806ILK8YhZIriE4n8E9pDpK+iCiNxh+j0UgVD4OE6VdZw4l5tuSscsZvPkZ05HWs3TgzNrRespe4VWx0gvYJq4+NSEfdVVGrqinbLeeutFr732mq4Oovi4iCHgc1CHgmmSZTDrgZsXzG5UCcHOJ+VwY8Jr3hxJ9zQNXAbZDgaKvhGTN1dV4D54os86GTqfdXrdFN6j7gsul/pcsAYOsz7SHVO65uWx4YbvxGvC8t6fNMpk0mLe+EojAuPj8ceT7VyLhpxZMBgQvY7t9DHIOuskhqSc6dDvGchgHYDuWrhxxnaEs9fGjYyCR2jIyNkpfeNMaHgwlDrW/Og2EubMK/rssB2Cb8jQ6DAc9PsFMAq1oQhwPjS6Ndx3hx3y31MZmAHT50D0A4Mqa/kkRZoUoV0HpcskZ58wdvAXkVG1OzChqzOM+ioPWwD6x3Fg8OttRfDctKEs3U+xdjJPD1xnuCdrDXqNVsdIL2CauPjUhH3VVRq6wkq2+LiIIeBzUIeCaZJlsOuBaHd6FqkIGRmPN0hlCVlxc812MhFs3k1YFbiPXKvFdUqyr7y1bLov2R+5+273CbvsPw/ctMPl6Q9/cG9UP/GJVBtGhAQ0EH7yk9RFCuMDWVNQjzVzuCZylgYGT9l6OBhb6IcGnwxWIZG5nwBd9xgcgfUIjMB9dCAMAMMYf+EOyXZFa8UwK4ntnHnR4c01nGEp+uywHVwoGYwFFBllMG71MZrBfeW6piIQ+l0arnImVyOTIAO63FalSJMi8oJscBsD/dC1E1E4i8L9c9wg6A5mJ6vMHPNhz7nnFl9vmXga8Nx0OwYVwedNvr9W9egFTBMX08TFpybsq67S0BVWssXHRQwBn4M6FEyTLKHqwZsluLTpbUTOYuyzT3pziJvYj3wk66pWBe4vw6xzbZO8octby6b7kv0RrrWRNIu8h7DgaAeDTm+TRllerqapU7NGGeJCcRsMCSR1lu1ltEwNZyU408EEwRrmCiN0/8QaGrluD+5r3EdHWJRMmpS+B7p/ahhYgrMfjORXBAwhaqI/O3KGU65dAwi9rt8vyDOYm8F95ZrFIuC2Kdc8yfGpQb48uW/eg4Ay8jQpQwfIANyG5Op4TbdUGPR5a+8AP2eYScW+sl2R4crZ27wIkESnF+C56XaM0LnrrmaUNcM0cTFNXHxqwr7qKg1dYSVbfFzEEPA5qEPBNMkSqh68WULuMb2NyPU+MMrgUgc3KISoXriwdU3YF8Lcs06GqmddnnuV7kv2V9amyCWP0NVPztgQaZTlzSKdeaa7forudDNmzHGS+hbd/AIGN+BMR1HiahmsAzBMPY4lo01i3SD3gYumPh7BmiW2K1p/RXdEBiHROfI0MISlJnKcSENfI908JdqdtQrY77nn3uifESwDM0KMSAjK1gRqVz45I1mFPE3K0GsIAbcdeGByzkiOjr9w1ZXpCSR042VuODmeiz4jiGqJtpddluoPd0oZtVG7KfLcdF+ED0FIq3r0AqaJi2ni4lMT9lVXaeiKdsrcuXN1VTDFx0UMAZ+DOhRMkyyh6sGbJBnoIQ+2w80h69rVhH3Jm16Z1Jl1ci0boGufRrZhcmmNTBuQBwJ4oF2ea6GcMUEkOr0d4dG5nZpwfc+pp74Zu4rJ9nJWUIMZGPTDGQy4jOn3ArSBRbc7XEdp8MiZtjIXTpwn2+W5yoGZMxOjDEYqXiNtgW4jgWEgNcFfzOI9+eQbsbufbk84W6jhesiqII0C9pNJsMuAUSKDWZTlH9Oum0UBWYpo9bPDYB4SbmNSZ+byw6wpx58GOQbxF9cO+8qE37vv7h4DIOoi2uJhDOuQr0/OKup0BDw33RfRhnerevQCpomLaeLiUxP2VVdp6Ip2CgJ9PProo7o6iOLjIoaAz0EdCqZJllD1uO66OfHsDGa99DYJb6Z8GmVwW2MdAk3oGzq5lg0uf0XnyDZwu9PbSJ77lwSBG9AOro96mzTK8oJlyHVf1OR730tuWHHziTVnsn3eLAZmvpD3jMFJEPwC9TTSNPqmG+u38BczmXLtFVzOuA9D2echZ/v0+ZJ7702MMgSZwOs778w3rJh+gEmh5TihUQsjUO9HEOJdv19QlAagCCa8bua6SqAh1lvy/ck1jxodol66iVah1c8Oc5EhxxxmqHB8buNnh7OByEHWLEk6wsZzfz4AkIm5EUYfayzhQsy1qtKdGA8/pCvvKqu0ZpTBpVe+v1b16AVMExfTxMWnJuyrrtLQFe2UUaNGRTNnztTVQRQfFzEEfA7qUDBNsvS6HryZgnHEunY1YV/IGcY6GFy4ufz979MZBznjQ3erPBAREe5+XPOUh56t0kjDSm+T0RfljB6RsyTUhNHyNtvsbWemJi+BNdf4EBpdp5+eb5Rpw443yHBH+9OfUmOJxiYoW1cl85sV5fS6447kRp6JvB94YLaTZw0wEAjdPuU4YZtPfSo/WiKZMsXNL6WTdTcDx8B+edcsD8ymoj1SB+B1WVJobVRK47cKrX52+DAgL+8WUxPwWmDsNHvPMLi4P/7He0beP26ny6IELprcfvXVczKunvohAffRxyU6F12revQCpomLaeLiUxP2VVdp6Ip2yrHHHtv3g79ydOCBB/b9WJ3c9+N5WoZuLj4uYgj4HNShYJpk6XU9eDPl0yjDE3+9TSKDQSASo97eCjK/WB7SGNTbwHe/m6yPynMBvOUW1yiDexe2wQDTMzzDh7vGkU76zJmOoiAqnJmAAYVw7DRY4IIng5VIY0+7mEmQ+Jrt9CwQwfuUQUSQmw1h/3U7aoQUBliPKMcJ28A1UO+nwblg1g/v7f77kxxruk0ZnOFEQBq9jbN5ErrU0W1W5gLT6JxdTDFRlVY/O5tskhhZdCWUHHNMdnzBtZXt85CpKCTyIQjSDOjtcmYUBhrHGdap6eOhvRwrGjwkkX23qkcvYJq4mCYuPjVhX3WVhq5op2y//faFjBs3TjfvquLjIoaAz0EdCqZJll7XgzdT8uazXU3YF2ZU9DYNZtOQLwo3jHpbK+g1QEDmcpLuXNKVUoIgIHmzXHTrA9SEiblxcyvD6AO4huk+9Fo4BvKAkYVADghWIbdz1ovG1NFHJzfmCFYhA6TIm3gdmAGh0/kaQRzYTufgIjfeOCdz4471d3nvBWHXYZDhf7igynHCNlyXVgbOha6HcHVFxD7dpowllkiMDwSx0dsYFEOCACdoj7VzeI2ZJ6m5BBE35b5yTV4Vqn52oLc04vOOo91NEWVTrzmU5Blc4KWX0uuTF40VM6PczsTOuL4ILDNmjGuUYfZbH5vINBKgqh69hGniYpq4+NSEfdVVGrrCSrb4uIgh4HNQh4JpkqXX9fjjH+fEsy4yF1q7mvDGbOhQ98ZPA9eqTg0yIMO3I1E1ZpcQBp51zMFFVlvNvaktCmWP2RzuR01mzEiOB8OH0fGIDh8OEHBBHl+vg9JrcJjAmdEV+V4QKh+zftwPsyjchxEhETURa6eki5tMUl0U+hxumuybLp15M4cwJGl0YcYPs5wouJZsg/Vaej8N+pftdMLsZjDQR961zFtfx/xomAFkXVHuP+3iyfxwVan62dGzrGef7Rplkydn28DVce213fdHkCtM9wHkzBYeWOjtMjIpNJLbdtope21QJ4PmaCNYz/hV1aOXME1cTBMXn5qwr7pKQ1dULdOnT4/mz5/f/38Z3Vx8XMQQ8DmoQ8E0yWJ6uLSrCW/Mip7Y1wECMeibUhllUN98F+V5ykMGIKEmNF4QEU/mdgPveY9rkNx6a9Yo0wFF4B4mt3Pd1m9/mxhTNBJgaMmIelj3w31oDCLfF14zGAm4/vr0+DL0uQTHglGA/+E+mXeeAJECeX4EBbORfP2BD7gaaNA/DUlJ3jo2CQwk/o/rmreWThu9gAYsokOyDrNHUneCFAJyX5l8uwpVPzs6QI2M9Em0gTh27Nvxgwf9/giuu+6DsA1cEvU2ueZMPyjRIfsx/rHujK/1jCrcP+X+VfXoJUwTF9PExacm7Kuu0tAVVQsiLr7++uv9/xexwgorqD3Ly6uvvhrtu+++fT/4q0ZrrrlmNGnSpGjevHnxtltvvTXafPPN+74MV4z/3nzzzWrvtCxatCg688wz43PAercddtgh+vOf/6ybNS0+LmII+BzUoWCaZDE9XNrVpOzGry5gdPC4cK9Dnbzh1e2rGmX/+q9ZFzdqwmARcKHLy22mgWuY7Ac31nI7EhvL7XDrRD1ufPGa68AQbh/GE/eToccZnQ9rg/BaulXSUAPIrabPDyA3F4M74PzQFpESdTsEzNCGEJ5xNguhr0H/iOCo6/NmGiWzZqVjDLNznFWU5LlCIiALjildNDGjKHUnmOmR+0rjtwpVPztMDE20myvQ69swUzlypPueCQKD6D4I28BlUm8DCL+vg3SwXh+HwIjWeczgTiz3r6pHL2GauJgmLj41YV91lYau8FFgRF111VXRzjvv3Pdlv7zeXFhgSG299dZ9Pwa7Rk899VR07733RhtuuGE0efLk6Lnnnuv7EhwenXfeeX0/Is9H5557bmzwvfDCC7qbuFx00UXR6quvHt100019PyDP9H1JHtH3Y7xu9Oabb+qmpcXHRQwBn4M6FEyTLKaHS7ua8IadN8EDwe23pwYBQp+jTs4w6PZVjTIZmRFQE0ZAxA3pDju4BoBGR47UiXyxZkdu/4//yOabwlo/vEY49N/8JjXKYBByH0ZNRNAMvJYRBBlZEUj3R0ADEImpuXaIN+Z5wTdgSOjokA89lETQ1G3LQJAQJtGWyLVxeci1TDDQvvxltw+9zg8w4qN0s4QLntSdaJdBnXerGVU/O0iyLI9z1VWuUaYDs8DgxJow/f6ITH+gYZsRI/KNsiJ0sBHJv/3bIseQ1oFRqurRS5gmLqaJi09N2FddpaErOin33Xdf9KMf/ShaZZVVoqFDh0abbrppdOGFF+pmhWXWrFnRsssu2/em/9ZfB+MOM2Z33XVXNHHiRNE6imfTrr766kwdy5gxY+KZMpa3336770ZnpeiPf/yjaNW8+LiIIeBzUIeCaZLF9HBpVxPc6MKdEDfdeltdyDDx+++f3EDDNQ0JcGWCZVK2JkeCGQC5HzXBmjW2yXPx02g3OelaCJCnSm5n9ELOcMGtjW3lOiTkBcN2aRBxPZA03mSwEqwflMdef/1ECxiKNFZ5Uw1DTbYFmIHUebKmTUvWl+m2ZWDGKi9IR9ksENARIvUsDcD6SPyloQqY+0vmqoPLntSd6DQHSLys25RR9bOjZ1kRbEW3wQymbANXQu0+KsFMqO6DsA0enOhtZWh3TgnWBSKSpaw7/3wzypphmriYJi4+NWFfdZWGrmi1vPjii31f1D+LZ7RgiK222mrx3yJjqaz885//jF0UZYFRBmNKFhhYl1xySTRixIjCmTLMsr3yyiv9r9955524/bXXXitaNS8+LmII+BzUoWCaZDE9XLpJE+nSBlcrvV2DmSPOEAG9JobofE7UBBHp2IZGTREMSCHBTb5sg0AKcjtD0WMGEK8Z7VEDg5CulAQGI/ZBiHvWPfRQapQxJDzhucA1Uq9lw+ySPiZmoRBwRNb1/YQ67ZqBwBI6/xXAeeg6Cc5L5lJbainXKENwFszyyWAvDKIhjTqcg742QEc8hMGq25RR9bOj3UNhMOs2nCUlGN/SENUpGHRQGwnbYIZSbysD+fTkMSRYV6nrdN7Bqnr0EqaJi2ni4lMT9lVXaeiKquWyyy6LQ97DAFt77bWj8ePH9/1I3xEbP3BZbGf9li4LFy6Mxo4dG+2xxx79dXBjXG655eIZNTkT1qzAnRHujn/961/1ptLi4yKGgM9BHQqmSRbTw6WbNMGsHG8IW1n/g6AXmA3C/pilwAwLEviyL+3mRU3wP0L5o01eGH0JkyxLdOAEuEDK7XAJQz1DkyN6ou4XILT+hRdmtzFxsAzcIKPpyeiDgK56yyyzsD/p8003JcYB1lzh/UEHtkd4fuR1k3185jPuuTUDebDyoiRifZ2uk+C8sJYP/2P9HCNB8noAphhAgBXWIbccNcBaQdQhPL6+NgAJy+Uxv/3trHtpM6p+drSOMJh1G+S4k23gSigNUbSR2/X+ErbBNdXbyvj5z4uNMhiI2riWKRhAVT16CdPExTRx8akJ+6qrNHRF1TJkyJBo9OjR0ZVXXqk3eTPKsJYMQT2efPLJ/ro33kDej0djt8hhw4ZF1113ndgjv8ycOTOeJZsyZYre1LT8/e/JReh1oIPpkcU0yWJ6uHSbJrwhhJGlt7WCdG/DzavcJjX58IeTG/tma6AwI6ePARdL2QYGESIeIlw9tr/vfUnfcMvE6xtuyA+igVmladOyN8yYCcI++BHeZpu341kt/iADGegCXH55YtRh9knOQMnzZQoAMHHiW3EERn0ugPnLNN/4xjvxucg6zOQhGIxuq2ePNDgfunciyTGvAw1ZAHdRtJMJkTF7w/fDtjCC9LUB0jAHyA2m25RR9bOz+eZZTZj3TaJTGMCVUOaBQxv+j2iWen8J22Gs6W1lnHVWsVGGNX04b+kSjIcIcv+qevQSpomLaeLiUxP2VVdp6Iqq5fLLL+8P5LHGGmtEhx12WHTjjTfGQT58GGUnnHBCPCNWZnQdc8wx8WxdWXnggQf6bgq+Gkd0xMybFStWrFjJL7whPP54vaX1wr6+/nW9JS1LLZW0+cQnkr+jR7s3rGD4cL1nFP34x247sNZaCBqVvn711aQ9AmnotuAb30jWc8m6ZgWREmV7PDfU/f7f/2X3ue++dNsZZ0TRoYe6+4DPftatA3vthdmrbN2dd+IBqdu27+fYqZOgLL108v8998CYTP7/+MfTNgsWJO2efjqt+/3v0/fz0Y8mdeKZaaaceGL2mBttpFv4KXrM/POfugXyx2XbYKk7r/lBByVtZsyIotVWi6LHHsvuqwv7+NrX9JbycvHF2XOQcHzjWrDurruy+1uxYiX80tAVrZbXXnstnrXadtttY1dGrP/CX9Rh7Vc7ZcKECbFBNgPfku8WRmOUBcdAMJGiguAgOJ+999677XPxYVmHgM8nDaFgmmQxPVy6TRPeECLIiN7WKuwL+aBkvdQEiaPRhnnJNtss3+0OyY11/4huqNsBrGHD7A9fY30Y2ut1YwQzTdrVTh9Lg1kzmUsNsxwyrxhmuzjbRm67LT2nqVPf6g+dr5Gh8mWfcNeUwVEAZugYZVKCkO66ToLz4ewkZmQ4OyfXNnFmEO6JrMNsH98PomqiDu9L6wOOPjo5B86o6XHQjKqfHe36illa3UbnlUMQDdTTJVW3L4N9IKCL3laGHJMarE9DGxlABhE+5f5V9eglTBMX08TFpybsq67S0BWdFATWOPvss6Mtt9wydm9ESHrkGWulnHbaafFMmw7IgfVjG220URw2n+Xwww+PZ8DyClwekZ8M27HOrd2Ci6B9SnsR6GB6ZDFNspgeLt2mCW4c4Wal69uBN5dwu5P1UhMYUPLmVLvnkfXWy/YBsC5Lt8uDQRtkYmYJXMcOPDBrxOhj5UH3SABjSa5R+uhH3cAkWP/F7YhiqN37yEYbpS5sMlT9QQcl6/xkRMhp0+b2G0dbb51qJyP9IagI8s7JY6Afai+jTsrgFzxvBPJgHVxAWa/XzmmYeJxukq1GK6z62dFRFPV2MH161ijLy2VWFfaBBwV6WzP02jaCdYHYLgPI6GTpVfXoJUwTF9PExacm7Kuu0tAVvsqzzz4bG1gbb7yx3lRYEBIfM2RTp06NEJBDAoNv5MiRsVsj+sYsGQJ3PPLII/G+8+djkfdfowXv+lwgQMgmm2wSvfzyy5l+3nrrLXnIpsXHRQwBn4M6FEyTLKaHSy9rwpvLtdYqNsr0LIcOb06wbkj3r2e3ikCUR7R/7LF8owwzTYjcKOv0sfKQs1gIiiENTJ0GAMiUAzB8i0Kky5xtCELC/2GEsi9oijqEemcodZnsGVES+T+jRspj4DVn5ORaJxlBk8dCFEbWYfaG9Zyhk4aahDOZnA1Fkmvdpowqnx3MRtI41Oct0UFemFC8HQ4+eF48S4pk63pbFfSDCMDPiByjjBpKqujRa5gmLqaJi09N2FddpaErFmfBbBiiKuaB8uCDD8b5x5BEGsYe1rCxwFUR7RAiH8aX3p9gLVwrxcdFDAGfgzoUTJMspodLL2vCm0sE0pD1UhMaF+SAA/Ld7hBhT/evkxMXgRt3tNfBOQhmmnR4en2sPKTbICJPIik1Xw8b5hogMpLjOee8GZ1xRv6sCcK18/899kgNLbxf9sXZNJncW872yWiSuNHHPvIYeM2ojbIPnLdsA6TLJHO+AaZDKDJw6J7JJM15hmoZVT47eYm5dRtwzTVZ10HMCOs2rYDk27quKjIKJ0GuOWyDcc86mylrjmniYpq4+NSEfdVVGrrCSrb4uIgh4HNQh4JpksX0cOllTXhzOWpUsVEmXfUAXd40mEHT/UtjogiEbWd7GRFSghkvbRzqY+WBaIKyvZzV0i6bAG6U3I68WQgvr88FyPeFKI38H2u32NeWWybHkompZUJsGW2QOdfkMfCakf7YB9aVYW2TbKPPWxoKdK288sp8V0Aal3Dzw99//3f/Rlle5EndBvzP/2SNMqZJWBxQDwnD67/6aqq1Du1fRY9ewzRxMU1cfGrCvuoqDV1hJVt8XMQQ8DmoQ8E0yWJ6uPSyJry5ROh6WS810fm0jj8+39DCDJru/9RT840aCYJMyH0Q3h1JjHW75Zdvvi5JIw1IvN5226zboW4vjUK4DBYls5brjrBmDG6P2kVwu+2SY33/++kxL7447e+ii9L/uaZOHgOvOQtH90IYpyNHukYZZoVYJxMzDx2atNX5tAjWwGE7E1l/6EPuOrsyqnx28lIp6DYA695kGwRm0W0GCv0AAGA2kdt/+tM3ox//OJ0VJVX06DVMExfTxMWnJuyrrtLQFVayxcdFDAGfgzoUTJMspodLL2ty3XVzYvcyJiEmUhNpyIDTT883tGAA6f6L3P8keQE38maoPv7xbG4wvU8e99+frP/57GeTGaA990zfCwKW6PaA27EWDG5/+jwAjBzsjxkVrofTcP0YEjLjLwwquGliHdcFF8zNGGh0tZPHwGvkUZPJopFMWq7x47Hk7A1cQFlPV0esX8tz56M7JWcUsQ6LrqRVqPLZYRAR/d40MgE2oKG6ONhgA9coQ4493U5TRY9ewzRxMU1cfGrCvuoqDV1hJVt8XMQQ8DmoQ8E0yWJ6uJgmLlITnUAZocr5P5Mwg+OOc2cO4AKob241eS5zCFah22n0PkXADY6zLjJE/+67u+6WgNthUGJ9lj4u0LNieey3X3YWCkal3C4jNMKokseW709GjEQyZSRE1m0AIjAieqWsk66OeZEVuT5QRoXMM96KqPLZYZCTvPcmueOONIAG3DSpyeJgk03cCKNYn6jbaaro0WuYJi6miYtPTdhXXaWhK6xki4+LGAI+B3UomCZZTA8X08RFanLKKVnDCnm3+L+MqnfaaW6Yfhk1sAjOYkl0ri8NQt3rfaogA49gxk9vB9yOkPiIrsfXzOUFkE9N76dhEA2uqdLvU7pG6mPLOhlt8TOfWRjn3tJtipBtwdNPZ7f/4AfJOX7ve6nh/dRTbj9FNPvsvPRS/nXU7YBMR6BdWgearbZyjTIYxLqdppkevYhp4mKauPjUhH3VVRq6wkq2+LiIIeBzUIeCaZLF9HAxTVykJnCHkwaJDMiA0OHvfW+yDeusdD+TJuWvP5MgQqDeD+h2BMEpqhhFeZx4Yno+f/mLux3ATQ3bMfN0772poSDD6zNaYhnMccZkz9r9DXm42B/rsKYLr+XaLjkzhuiIMgiFPqZGRpsEOl8ZIyNi3RvdJLE+TvdTRLPPzpNPptdR6qfbAbqagrzZ04EEs75SN1DFUGymRy9imriYJi4+NWFfdZWGrrCSLT4uYgj4HNShYJpkMT1cTBMXrQmMGRhgcGXEOifeqCJhNA22vGS/J5zg3txqECFQ7wd0O4JgHLptVWBg/td/vR27JuptBGvE5GzRjjvOj/bZZ16/GyJmn/Q+eegcZ6NHZ6M9Mvw/gniw7sYb58QRF2H4sm799VPDCkmYGSYf6GNqZFAQIvvee+9khmyvveb3G4StGLx6nGiYaBkujB/+cLlRhlxt3F5kqA8UMuw9wXo73U7TTI9exDRxMU1cfGrCvuoqDV1hJVt8XMQQ8DmoQ8E0yWJ6uJgmLmWaPPJIevOMYBcI1IH/kWdKt8Vs1BZbvB27NmI9l0y6TOACqfcDmL2Bm6Jsi9kW3W6ggHvdtGnVjUId5OSoo9xAKAhmARc/XS9haH2ACJRy9ku31WDGSeuN/bmdgU9gdH7kI4nWWNul+ymibJwArslDsI9mRhnW/XE7HgDo7QMNolgilxwfLCBvnW6jaaZHL2KauJgmLj41YV91lYausJItPi5iCPgc1KFgmmQxPVxME5cyTTCLxJtn3MxjzRMCM8ycWe1mXhsJRTfpADMWMs9VlXU9dVGmSR46gmRRAudmSEMWgTu+/vXqRpnWGSDvHAxLBBrBLCDqEJQECbrxv06IXEYzTX73u8RFE2HxsYYOOekwg6jbAenqiDQMevviREcnLaKZHr2IaeJimrj41IR91VUausJKtvi4iCHgc1CHgmmSxfRwMU1cyjSRiYox+wN3t+nTXdfFIrSRAHQbiVxDhTVVevtAUaZJHjrHmQxV3wpc9wWgBZJeV9ENaJ0BQvTrPFzIU8dZNcxu6X6KaKYJE2SPGJHMfBWlDwCI+sjZulZcKAcTzfToRUwTF9PExacm7Kuu0tAVVrLFx0UMAZ+DOhRMkyymh4tp4lKmiYyoN3Vq/qxHGdpIALqNZJ11UgNicbq1lWmSx4wZaUAUzBC1kv9LcuSRqVEGY2rNNasbZXQtxX5c+4f1Wlp/5CtjQBKkI9D9FNFME+R6Q584Z70tD7gMtuI+OdhopkcvYpq4mCYuPjVhX3WVhq6wki0+LmII+BzUoWCaZDE9XEwTlzJNYFzwZh45y/T2ZmiDoJlxsfHG6ZoqJE7W2weKMk3yQKRDnncn0QSPPz4NGIKgH3KWS7fV4Bx2221+9MQTb8RrorTu5Ic/nBeH7Mf/VXKwkWaaMNolgqvobSHSTI9exDRxMU1cfGrCvuoqDV1hJVt8XMQQ8DmoQ8E0yWJ6uJgmLs004c38bbdVv4HX+xLMIuk2EpkzCgaJ3j5QNNNEAxc8nrcOh98KP/95akzBuGnFKJNcdlnWnVJy8MHzos9/PjHKrr22+jVtpsnRRydGGZJT620h0kyPXsQ0cTFNXHxqwr7qKg1dYSVbfFzEEPA5qEPBNMlieriYJi7NNEEQi5NPbt11EdAQwPowGAM331xuBGy/fRroYnHOuDTTRIM8ZzxvhKbX26ty0UWpMQUDFSHz+Vq3LUPml9Mceui8frdGuF3qfYtopgmic6JPpFLQ20KkmR69iGniYpq4+NSEfdVVGrrCSrb4uIgh4HNQh4JpksX0cDFNXOrUhIbA0KHVDBW433EfBKnQ2weKVjV5+un0vSJiot5eFUYwBHAXlTOHum0ZcuZOc/jh8/qTZuN4et8iyjRhOHxw8cXV++xmyvToVUwTF9PExacm7Kuu0tAVVrLFx0UMAZ+DOhRMkyymh4tp4lKnJrxRrxq0A+HauQ/Cw+vtA0WrmrzySvpeMbult1cFoeKXWGJRvJ7u1VeTGTgEzvjFL1pbz/f448VGGYKJILUB/r/iiuoGVJkmTAmAMP56W6iU6dGrmCYupomLT03YV13FjLImxcdFDAGfgzoUTJMspoeLaeJSpyY0shAyXm/L47DDUqMMyY719oGiHU143hts0L5RBpCG4Pnn3fpWkFEzNT/60bzYSMb/l15a7bqAMk1gNKI/maw6dMr06FVMExfTxMWnJuyrrmJGWZPi4yKGgM9BHQqmSRbTw8U0calbE7j26boiJkxIow8edNA8Z/tA0Y4mPO/FuRZOwrD4GgTkWGGFxCgrcjXMC+lfpgkDlHQyS9htlOnRq5gmLqaJi09N2FddxYyyJsXHRQwBn4M6FEyTLKaHi2niMpg0QSAQGg9YX6a3DxTtaMLz3mKLwWGULbWUm6MMjB//VjR8eGKUIbCI3m/mzNlxWP8DDsgaxWWanHpqYpSNGmVGWS9jmriYJi4+NWFfdRUzypoUHxcxBHwO6lAwTbKYHi6mictg04Sudeed19o6Kp+0owmNHgTn0NsWB0OGJDpqMBuJtV/4/4ILXKNs3Lg02IqsL9ME0TnRfrDMEg4EZXr0KqaJi2ni4lMT9lVXMaOsSfFxEUPA56AOBdMki+nhYpq4DDZN/vKXN+IAFAh0obcNFO1oQkNmcQYokay6ar5RNnHiW9EqqyTbEKBD7zd2bH7ExzJNjjsuMco239yMsl7GNHExTVx8asK+6ipmlDUpPi5iCPgc1KFgmmQxPVxMExfTxKUdTRBA44tfXBg99NBsZ9viAAFHtEEGJk16K1p99WTbOee4RhlSEbRqlB17bGKUDZZZwoGgTI9exTRxMU1cfGrCvuoqZpQ1KT4uYgj4HNShYJpkMT1cTBMX08QlBE1kjjMJZrWQSw3/n3WWa5R985utG2VHHZVEzcQsm94WKmV69CqmiYtp4uJTE/ZVVzGjrEnxcRFDwOegDgXTJIvp4WKauJgmLiFostNO6dowyfHHvxWttVZilCFqot5v001bN8qQkBrtt99+cLhuDgRlevQqpomLaeLiUxP2VVcxo6xJ8XERQ8DnoA4F0ySL6eFimriYJi4haPKDH6Q53yQnnvhWtM46iVH2s5+5RhmCdbRilCGvGl0ev/c9M8p6GdPExTRx8akJ+6qrmFHWpPi4iCHgc1CHgmmSxfRwMU1cTBOXEDShS6EGkRLXXz8xyhDKXu+HsPatGGVLL52G3t99dzPKehnTxMU0cfGpCfuqq5hR1qT4uIgh4HNQh4JpksX0cDFNXEwTlxA0wYyYNsjA1KlvRaNHJ4YX/tf7cRatqlEm+957bzPKehnTxMU0cfGpCfuqq5hR1qT4uIgh4HNQh4JpksX0cDFNXEwTlxA0QRAPbZCBU055s99F8aSTXKNszTXbN8r23z+bcDpkivToZUwTF9PExacm7KuuYkZZk+LjIoaAz0EdCqZJFtPDxTRxMU1cQtDk4ovnOgYZgMsig3lMnuwaZWuskRplr7yS1hdpIvs+6CAzynoZ08TFNHHxqQn7qquYUdak+LiIIeBzUIeCaZLF9HAxTVxME5cQNLn22jmOQQZOO+3NaIstEqMMOcv0fl/9app0Gom8WV+kiez7iCPMKOtlTBMX08TFpybsq65iRlmT4uMihoDPQR0KpkkW08PFNHExTVxC0OSWW/KNstNPfzPacsvEKEPSZ73fSiulRtmsWWl9kSay76OPdvsLlSI9ehnTxMU0cfGpCfuqq5hR1qT4uIgh4HNQh4JpksX0cDFNXEwTlxA0ueee2Y5BBpCbjCHsx493jagVVkiNskcfnd1fX6SJ7HviRLe/UCnSo5cxTVxMExefmrCvuooZZU2Kj4sYAj4HdSiYJllMDxfTxMU0cQlBk//93yTn2FZbpXnHwJlnvhmNHZvUIWw+2j7xxBvRM88k+33pS2mI+5kzWzPK8taohUqRHr2MaeJimrj41IR91VXMKGtSfFzEEPA5qEPBNMlieriYJi6miUtomrzvfYv6Daezz34z2nbb+fH/Rx45L3rqqcSw+sxnFsZt8ZdtMdvGPoo0kUbZlClmlPUypomLaeLiUxP2VVcxo6xJ8XERQ8DnoA4F0ySL6eFimriYJi6hafKhD6VG2TnnvBmNG5cYZYcdNi+aNi2N0ojZtY9+NG17++1z+vso0kQaZXnJqEOlSI9exjRxMU1cfGrCvuoqZpQ1KT4uYgj4HNShYJpkMT1cTBMX08QlNE0+/vHU0Dr33DejHXdMjDKEsP/pT9N8Zi++mJ1V+8MfWjPKsF5NHztUivToZUwTF9PExacm7KuuYkZZk+LjIoaAz0EdCqZJFtPDxTRxMU1cQtPk059OXRJ/+cs3o513TowyJpEmWFsmX99wQ2tGGWbh9LFDpUiPXsY0cTFNXHxqwr7qKmaUNSk+LmII+BzUoWCaZDE9XEwTF9PEJTRNPv/51CiDu+JuuyVGmeaOO7IRG6+6am5/H0WayPbnn29GWS9jmriYJi4+NWFfdRUzypoUHxcxBHwO6lAwTbKYHi6miYtp4hKaJjKi4oUXzo322CPfKNMJp6+4ojWj7Ne/TtuHTpEevYxp4mKauPjUhH3VVcwoa1J8XMQQ8DmoQ8E0yWJ6uJgmLqaJS2iaDB2a5h676KK50d575xtlF1+cBv3ga/aRpwkCg8j2l15qRlkvY5q4mCYuPjVhX3UVM8qaFB8XMQR8DupQME2ymB4upomLaeISmiYrrpgaZTC09ttvnmOQgbPOSoN+gH33nRddckliaOVp8sorWaPsyivNKOtlTBMX08TFpybsq65iRlmT4uMihoDPQR0KpkkW08PFNHExTVxC0+SrX02Nst/8Zm50wAH5RtlJJ73l1IHHH5+dq8kLL2SNsquvTgODhE6eHr2OaeJimrj41IR91VXMKGtSfFzEEPA5qEPBNMlieriYJi6miUtomnzta+/0G05wMfzhD/ONsqOOyq+/7LJkBkxr8txzxdEaQye0MeID08TFNHHxqQn7qquYUdak+LiIIeBzUIeCaZLF9HAxTVxME5fQNFl33dQou/zyudEhh+QbXz/4QX492H33+Y4mzzyTNcpkXrPQCW2M+MA0cTFNXHxqwr7qKg1dYSVbfFzEEPA5qEPBNMlieriYJi6miUtomsh8ZNOnz42OOCLf+Nppp/wAIERr8uc/Z42yP/7RjLJexjRxMU1cfGrCvuoq737tWSkqPi5iCPgc1KFgmmQxPVxMExfTxCU0TbbYIjXKEIzjRz/KGmX/+q+L4r9bbZVNJq3Rmuhk03ffPds5dqiENkZ8YJq4mCYuPjVhX3WVd7/2rBQVHxcxBHwO6lAwTbKYHi6miYtp4hKaJmPGpMbW7343N/rxj7MBPZZcMsljNmpU6uaYh9bkkUeyyaYfeMCMsl7GNHExTVx8asK+6irvfu1ZKSo+LmII+BzUoWCaZDE9XEwTF9PEJTRNxo1L3RJnzJgTTZiQNcqWXjoxylZZJY3SmIfW5KGHskbZww+bUdbLmCYupomLT03YV13l3a89K0XFx0UMAZ+DOhRMkyymh4tp4mKauISmya67pkbZNdfMiX7yk6xRNmxYYowtu2w1owxJo1988Y3owQezRhncGfWxQyW0MeID08TFNHHxqQn7qqu8+7Vnpaj4uIgh4HNQh4JpksX0cDFNXEwTl9A02Xvv1Ci77ro50XHHZY2yNdZI3BY//elkxqwIarLZZm9Hn/jEwuj3v5+T2f700+6xQyW0MeID08TFNHHxqQn7qqu8+7Vnpaj4uIgh4HNQh4JpksX0cDFNXEwTl9A0OfDANLAHcomdeGLWKNtww8Qo++AHk4AfRVATvtZJqJ991j12qIQ2RnxgmriYJi4+NWFfdZV3v/asFBUfFzEEfA7qUDBNspgeLqaJi2niEpomhx+eGk833jgnmjIla5Q1i7pIUF5+OTXKDj007RcRHvVxQya0MeID08TFNHHxqQn7qqu8+7Vnpaj4uIgh4HNQh4JpksX0cDFNXEwTl9A0GT8+NcLgcnjKKW9mjK0dd8zmJ/vAB/JnzFAQzIOvjzwyMcoQvVEfM3RCGyM+ME1cTBMXn5qwr7rKu197VoqKj4sYAj4HdSiYJllMDxfTxMU0cQlNE7mG7A9/mBOddlrWKNt336wb4vDh+QE/UG6+OV1Htv/+yX7//u9mlBmmSR6miYtPTdhXXeXdr73BU1599dW+L+x9o1VXXTVac801o0mTJkXz5s2Lt916663R5ptvHq244orx35tvvlntnS1XXXVVNGrUqL4v/OHRXnvtFb322mu6SdPi4yKGgM9BHQqmSRbTw8U0cTFNXELTZOrU1Ci75ZY50RlnZI0yzniRb387350R5fLL5/a/3mWXZIYNAUL0MUMntDHiA9PExTRx8akJ+6qrvPu1NzjKokWLoq233jraddddo6eeeiq69957ow033DCaPHly9Nxzz8XG1XnnnRc9//zz0bnnnhutsMIK0QsvvKC7icuf/vSnuP306dOjxx9/PNp+++2j3XffXTdrWnxcxBDwOahDwTTJYnq4mCYupolLaJqcfnpqhN1225zozDOzRhlmz+RrGUJfG2VnnZXuu/XWifH22c+aUWaYJnmYJi4+NWFfdZV3v/YGR5k1a1a07LLL9r3pv/XXYbYLM2Z33XVXNHHiRNE6imfTrr766kwdy8EHHxwdeuih/a9ffvnlaMiQIbFB10rxcRFDwOegDgXTJIvp4WKauJgmLqFpcs45qSF1++1zMq8B8osddVQ6W7bXXvNzIzGiTJqUzrptsklilH3+82aUGaZJHqaJi09N2FddZVAZZf/85z9jF0VZYJSttNJKmbq33347uuSSS6IRI0YUzpSNHj06uvTSSzN16623XtxfK8XHRQwBn4M6FEyTLKaHi2niYpq4hKbJhRemLod33jk7Ou+8rFGG/GInnJAaWwh1j8TQX/hCNm8Zyg9/mBpva62VhNL/4hfNKDNMkzxMExefmrCvusqgMsp0WbhwYTR27Nhojz326K+DG+Nyyy0Xz6ideeaZonW2wJC75ZZbMnXf+c53orPPPjtT16z8/e/JReh1oIPpkcU0yWJ6uJgmLqaJS2iaXHZZapTdfffs6IIL0tfg+effyLg0ItQ99vvBD7JrzVB22il1bRw5MgkIsswyC51jhk5oY8QHpomLaeLiUxP2VVcZ1EYZ1pIhqMeTTz7ZX/fGG29Ejz76aHThhRdGw4YNi6677jqxR1qGDh0a3XnnnZm6bbfdNjr99NMzdVasWLFixYoVf+W22+SsWBTNmJG+Bu+8k63r+6mPy/jx2XYoW2+dvu77WY//LrdceiwrVqxYCaUMWqPshBNOiGfEiowulGOOOSYO4JFX4NqYN1OGACGtFB+WdQj4fNIQCqZJFtPDxTRxMU1cQtPkhhvSQB733z87uvji7EwZ3ICuuiqtO/bYt+L9fvQjd6Zsww0Tl0Ww1FKJe+Nyyy1wjhk6oY0RH5gmLqaJi09N2FddZVAaZRMmTIgNshl4lPZuYTRGWTBbtummm2bqWLCm7PLLL8/UrbvuuramrE2gg+mRxTTJYnq4mCYupolLaJrI3GIPPDA7uuSS1AB773sXxW1kBMbJk9+K62TwDxpl3/hGapSRYcMWOMcMndDGiA9MExfTxMWnJuyrrjLojLLTTjstWn755aNrr702U4/1YxtttFEcNp/l8MMPj3Oa5RVEXzziiCP6X1v0xc7wOahDwTTJYnq4mCYupolLaJrcddfsfgNq5szZ0RVXpEYZoiyiDWbQWDdlSrFRttJKbmLpESPMKDNMkzxMExefmrCvusqgMsoQEh8zZFOnTu1783/N8Morr0QjR46M3RqfffbZeJYMecoeeeSReN/58+fH7RYsWBC/fuCBB+LtiNLIPGXf//735eEqFR8XMQR8DupQME2ymB4upomLaeISmiaIpEgD6qGHZkdXXpkaZUsskRhlTz31RlOjbOHCKFp2WdcoQ8APfczQCW2M+MA0cTFNXHxqwr7qKoPKKMNsGKIq5oHy4IMPRmPGjImTQm+88cbRjTfe2L8v8pihnQyRD/fFddZZJ47EuPfee0evv/56/7aqxcdFDAGfgzoUTJMspoeLaeJimriEpsmjj2aNMrl+bMklk3D2r7ySGmXHHZcYZXpN2bx5UfS5z2XD5INVVjGjzDBN8jBNXHxqwr7qKoPKKBuMxcdFDAGfgzoUTJMspoeLaeJimriEpgnykNGAgpviNdek68c+9ak0xxjrxo/PN8pmz06MOG2UrbHGO84xQye0MeID08TFNHHxqQn7qquYUdak+LiIIeBzUIeCaZLF9HAxTVxME5fQNHnhhdTgwvqy669PjbL/+A/XKDv88Hnx6yOPzBplcG55//sXOUYZgn/oY4ZOaGPEB6aJi2ni4lMT9lVXMaOsSfFxEUPA56AOBdMki+nhYpq4mCYuoWnyv//7RrT66u/EoevhpnjjjalRtvTSrlHGNWXaKHv55awxRtZay4wywzTJwzRx8akJ+6qrmFHWpPi4iCHgc1CHgmmSxfRwMU1cTBOXEDWBYQaDDP/femtqlC2zTGqUTZs2N9pll/nRSy8lr884482M8fXoo65BBtZd14wywzTJwzRx8akJ+6qrmFHWpPi4iCHgc1CHgmmSxfRwMU1cTBOX0DV5+OE08AeiKertBEbcPvuks2W33578fc97FkXjxv3/9s4+2Kqq/sMzNfVH0zTTNFMzzTRTf/jCmyIKYgiEIqKpE8rAUAiJipYahhnWhKWYCo5BqJOWhlYgUpYToEgmZimIFmqWaSSGb6iYI+8EuH591p117l77e+7ZoOv8Lq79PDPPwNn7nHX2/ey11znf/XZ2NqYPH05RhmTSTDKxpswktNUuKMoqSLESczBlp85FMoklDyuZWMnEmnsmOhIWCqpPfrLzSFlX6rb5eu7SpR2v0eOnnuos7I4/nqIMyaSZZGJNmUloq11QlFWQYiXmYMpOnYtkEkseVjKxkom1DpmEgurDH+74nbJWfuxjHXdcnD+/4zWf+MQet3ZtZxscKUNJJlYysabMJLTVLijKKkixEnMwZafORTKJJQ8rmVjJxFqHTEJBJcvzyqoI0/Ouv77j+Z/5zJ7ojo5Dh1KUIZk0k0ysKTMJbbULirIKUqzEHEzZqXORTGLJw0omVjKx1iGTfSnKwg9GX3FFx/N7997tbxwSXs8t8VGSiZVMrCkzCW21C4qyClKsxBxM2alzkUxiycNKJlYysdYhk30pyj796Y6i7KKLOp4/YEBHERZeHx7XyTr0kX2VTKxkYk2ZSWirXVCUVZBiJeZgyk6di2QSSx5WMrGSibUOmbz//Z0/Al2eV/aAA3b75515Zsfzwy3ww+v79ev6Do65Woc+sq+SiZVMrCkzCW21C4qyClKsxBxM2alzkUxiycNKJlYysdYhk49+dO+LMv3otJ536qkdzz/xxP/66eH1ffpQlCGZNJNMrCkzCW21C4qyClKsxBxM2alzkUxiycNKJlYysdYhE/1o9N4WZYce2lGUDR3a8fyxY+OiTEVb+TW5W4c+sq+SiZVMrCkzCW21C4qyClKsxBxM2alzkUxiycNKJlYysdYhk/vu2+JvdX/NNdvNvLKHH95RlPXq1VGETZ68008PRZlObyy/Jnfr0Ef2VTKxkok1ZSahrXZBUVZBipWYgyk7dS6SSSx5WMnESibWumSiOyiWpzVz4MBdvvj6+Mc7irCLLtrhp4eiTDcCKb8md+vSR/ZFMrGSiTVlJqGtdkFRVkGKlZiDKTt1LpJJLHlYycRKJlYyiR08uKMoe9/7Ooqwyy7rOLoWijLdMr/8mtylj1jJxEom1pSZhLbaBUVZBSlWYg6m7NS5SCax5GElEyuZWMkkdtiwjqIsOHt2XJTpx6XLr8ld+oiVTKxkYk2ZSWirXVCUVZBiJeZgyk6di2QSSx5WMrGSiZVMYo8/Pi7Kbrllm58eHuvatPJrcpc+YiUTK5lYU2YS2moXFGUVpFiJOZiyU+cimcSSh5VMrGRiJZPYk0/+b1SULVq01U8Pjz/ykbfNa3KXPmIlEyuZWFNmEtpqFxRlFaRYiTmYslPnIpnEkoeVTKxkYiWT2NNOi4uyZcu2+Onh8Yc+RFGGZNJMMrGmzCS01S4oyipIsRJzMGWnzkUyiSUPK5lYycRKJrHjxsVF2cqVm/308PgDH6AoQzJpJplYU2YS2moXFGUVpFiJOZiyU+cimcSSh5VMrGRiJZPYiRN3RkXZU091FGXHHttxrdmkSR2/W1Yn6SNWMrGSiTVlJqGtdkFRVkGKlZiDKTt1LpJJLHlYycRKJlYyiT377LgoW7++Y/pzz21yP//51sbjOkkfsZKJlUysKTMJbbULirIKUqzEHEzZqXORTGLJw0omVjKxkknseed1FmUf/GD9TlVsJn3ESiZWMrGmzCS01S4oyipIsRJzMGWnzkUyiSUPK5lYycRKJrFTp+5oFGV1vP19M+kjVjKxkok1ZSahrXZBUVZBipWYgyk7dS6SSSx5WMnESiZWMomdNq2zKPvUpyjKJH3ESiZWMrGmzCS01S4oyipIsRJzMGWnzkUyiSUPK5lYycRKJrHTp3cWZQccsNvMr6P0ESuZWMnEmjKT0Fa7oCirIMVKzMGUnToXySSWPKxkYiUTK5nEzpixvVGU9elDUSbpI1YysZKJNWUmoa12QVFWQYqVmIMpO3UukkkseVjJxEomVjKJnTmzsyjr35+iTNJHrGRiJRNrykxCW+2CoqyCFCsxB1N26lwkk1jysJKJlUysZBI7Z862RlE2ZMguM7+O0kesZGIlE2vKTEJb7YKirIIUKzEHU3bqXCSTWPKwkomVTKxkEnvDDZ1F2YgRFGWSPmIlEyuZWFNmEtpqFxRlFaRYiTmYslPnIpnEkoeVTKxkYiWT2Jtv7izKTj75v2Z+HaWPWMnESibWlJmEttoFRVkFKVZiDqbs1LlIJrHkYSUTK5lYyST2tts6i7IxYyjKJH3ESiZWMrGmzCS01S4oyipIsRJzMGWnzkUyiSUPK5lYycRKJrELF25tFGUTJuw08+sofcRKJlYysabMJLTVLijKKkixEnMwZafORTKJJQ8rmVjJxEomsb/+dWdRNnkyRZmkj1jJxEom1pSZhLbaBUVZBSlWYg6m7NS5SCax5GElEyuZWMkkdvHizqLsa1/bYebXUfqIlUysZGJNmUloq11QlFWQYiXmYMpOnYtkEkseVjKxkomVTGKXL9/SKMqmTaMok/QRK5lYycSaMpPQVrugKKsgxUrMwZSdOhfJJJY8rGRiJRMrmcQ+8EBnUfbd72438+sofcRKJlYysabMJLTVLijKKkixEnMwZafORTKJJQ8rmVjJxEomsQ8/vLlRlF11FUWZpI9YycRKJtaUmYS22gVFWQUpVmIOpuzUuUgmseRhJRMrmVjJJPaxxzqLstmzKcokfcRKJlYysabMJLTVLijKKkixEnMwZafORTKJJQ8rmVjJxEomsU8+2VmU3XjjNjO/jtJHrGRiJRNrykxCW+2CoqyCFCsxB1N26lwkk1jysJKJlUysZBL7j39sahRlt9xCUSbpI1YysZKJNWUmoa12QVFWQYqVmIMpO3UukkkseVjJxEomVjKJfe65zqLs1lspyiR9xEomVjKxpswktNUuKMoqSLESczBlp85FMoklDyuZWMnESiaxL77YWZT97GcUZZI+YiUTK5lYU2YS2moXFGUVpFiJOZiyU+cimcSSh5VMrGRiJZPYV1/tLMrmz99q5tdR+oiVTKxkYk2ZSWirXVCUVZBiJeZgyk6di2QSSx5WMrGSiZVMrKEoW7CAokzSR6xkYiUTa8pMQlvtgqKsghQrMQdTdupcJJNY8rCSiZVMrGRiDUXZn/60xcyro/QRK5lYycSaMpPQVrugKKsgxUrMwZSdOhfJJJY8rGRiJRMrmVjvumurmz+fTIL0ESuZWMnEmjKT0Fa7oCirIMVKzMGUnToXySSWPKxkYiUTK5lYySSWPKxkYiUTa8pMQlvtgqKsghQrMQdTdupcJJNY8rCSiZVMrGRiJZNY8rCSiZVMrCkzCW21C4qyClKsxBxM2alzkUxiycNKJlYysZKJlUxiycNKJlYysabMJLTVLijKKkixEnMwZafORTKJJQ8rmVjJxEomVjKJJQ8rmVjJxJoyk9BWu6AoqyDFSszBlJ06F8kkljysZGIlEyuZWMkkljysZGIlE2vKTEJb7WK/K8o2bNjgLrjgAte/f3939NFHuyuvvNLt2LHDz1uzZo0bO3as69u3rxsxYoRbtGhR6dWdvP32227u3Llu8ODB7ogjjnBTpkxxb7zxRvlplaRYiTmYslPnIpnEkoeVTKxkYiUTK5nEkoeVTKxkYk2ZSWirXexXRZkKqTFjxrizzjrLPfvss+7RRx91xx13nLv66qv/F8Zrvri69tpr3bp169ySJUtcnz593IoVK8rNeG6//XY3ZMgQ98gjj7hnnnnGjRs3zp177rnlp1WSYiXmYMpOnYtkEkseVjKxkomVTKxkEkseVjKxkok1ZSahrXaxXxVla9eudQceeOD//ujXG9MWL17sj5gtWLDAjRw5svBs56ZPn+6mTp0aTQuoAFMxF/j973/vj7DtKylWYg6m7NS5SCax5GElEyuZWMnESiax5GElEyuZWFNmEtpqF/tVUfbWW2+5Bx98MJqmokzF1AsvvOBPXyyiomzy5MnRtMAll1ziizidDrl9+3ZfvOlo2b6SYiXmYMpOnYtkEkseVjKxkomVTKxkEkseVjKxkok1ZSahrXaxXxVlZfbs2eOvIWt22uHGjRtdv3793Lx588qzPCriTjrpJH/krUePHv5UxldeeaX8tEpSrMQcTNmpc5FMYsnDSiZWMrGSiZVMYsnDSiZWMrGmzCS01S7266JMpx/qujFdE1ZER7501Es3+9i2bVs0L7Bq1So3evRod//997vHHnvMX6t2xhlnlJ9WycaNHSuh7ioH8oglk1jysJKJlUysZGIlk1jysJKJlUysKTMJbbWL/bYomzVrlj/CtWzZsmj6li1b3IQJE9xRRx3lb/jRDN0wZOjQoW7p0qWNaS+//LI76KCD3OOPP154JgAAAAAAQPeyXxZll19+uS/IdIfFIps3b/anM6og090Zu0KnNuq0Rd04pMjAgQOjQm1vSFFZ52DKPQ25SCax5GElEyuZWMnESiax5GElEyuZWFNmEtpqF/tdUXbddde5nj17unvuuSearuvLJk6c6AYNGmSKrTK7du1yvXv3dvfee29jmn6j7OCDD3ZPPPFE4ZnVaCWUzymto8qBPGLJJJY8rGRiJRMrmVjJJJY8rGRiJRNrykxCW+1ivyrKVGzpCNns2bOdfpes6B133OGLKv0uWXH6m2++6V+7c+dO/3j37t3+8aWXXuqOOeYYt3r1an9N2qRJk/xRNp3auC+kWIk5mLJT5yKZxJKHlUysZGIlEyuZxJKHlUysZGJNmUloq13sV0XZTTfd5E87bKaKqvI0OX78eP9a3dhDj3XXRbFjxw5/o5DBgwe7AQMGuAsvvNAfLdtXUhzuzMGUh39zkUxiycNKJlYysZKJlUxiycNKJlYysabMJLTVLvarogwAAAAAAKBuUJQBAAAAAAB0IxRlAAAAAAAA3QhFGQAAAAAAQDdCUQYAAAAAANCNUJQBAAAAAAB0IxRlAAAAAAAA3QhFGQAAAAAAQDdCUQYAAAAAANCNUJQBAAAAAAB0IxRlGbFz5073+c9/3q1ataox7dFHH3WjRo1yhx56qDvllFPcQw89VHiFZd68ee7oo492ffv2dd/61rfctm3bGvN27Njhpx1++OFu0KBB7pZbbim80vK3v/3NjR492h1yyCHu1FNPdX/961+j+YsXL3bHHnusn//Vr37VvfHGG9H8d8OGDRvcBRdc4Pr37+//niuvvNIvv1i/fr2bOHGiz+SEE05wf/zjH0uvjmm1nG+//ba75ppr3JFHHunfa+bMmW7Pnj2FV8dUvbfWj9ah3uv000/3z09Fq0zWrFnjxo4d69f7iBEj3KJFi0qvjsklk1Z9umq5ytQhkzr2k1Z5BDZt2uS3qTvvvLM8KyKX8bXVsr700kvurLPO8u87fPhwt3Tp0sIrLXXIpK6fw4Fm302qtucyrZbzvTKWFGmWSR3H10CzPAJ1Gl8pyjJBHe68885zBx54YKNTb9y40XfAn/zkJ34D+tGPfuQ3uFdeeaX06g6WLVvmn3///fe7J554wp144onusssua8y//PLL3cknn+yeeuopt3z5cnfYYYe5e+65p9BCJ1u3bvUd/+qrr3Zr1651M2bMcJ/97Gf9dKH21Zl/85vfuKefftqNHz/eTZ48udTKO0OD0ZgxY/wXg2effdZ/IB533HF+WTRPf8NFF13kl+vGG2/0meiLRDOqllMb9tChQ/17rFy50g8IN998c6GFTqreW/9qMFGbWu4pU6a4k046yb/u3dIqk9dee80dccQR7tprr3Xr1q1zS5YscX369HErVqwoN+PJJRPRVZ+uWq4ydcikrv2kqzyKTJ8+3Y+9rb405DK+iq6WddeuXT73c8891/3rX/9yt99+u+vVq5d75plnyk146pBJXT+HA82+m1Rtz2WqlvO9MpYEmmVS1/FVNMujSJ3GV4qyDPjnP//p976pwxU7tTregAEDoufqcVcd8Ytf/KKbO3du47E2ZnU87W1QZ9QAUdxgbrjhBt8Zm/HLX/7SHXPMMY2NVv+qCAgb1cUXX+ymTZvWeP7LL7/sDjrooCR7X7QRKYfXX3+9MU17NTQoPfzww35wCRuX0N6h4t9dpGo5NegVB4q77rrLDRs2rPG4SNV7z5kzJ8pTuWvgaDZI7SutMlmwYIEbOXJk4dkdg+DUqVOjaYFcMmnVp6uWq0wdMqljP2mVRyDs4NCHeKsvDbmMr62W9b777vNfjDZv3tyY95WvfMUtXLiw8bhIHTKp6+ew6Oq7SdX2XKZqOd8LY0mgq0zqOL6KrvII1G18pSjLgPnz57vvf//7vvMVO/Xq1av943vvvdd3qt/97nd+r6X2YAp1MM0Xu3fv9p1WG2dAez179Ojh/vKXv7g///nP/v86xBzQ++g14ZB4cU/Gd77zHd9xi6gTa5AROjSvjl9EA4YKhXfLW2+95R588MFomtrVoKO9lNp4i2hDnjRpkv+//ib9HS+88IJ/3Go5dTqgnlvcEPU6TXv11Vcbzw0DRdV7n3HGGX7wK6JBQ3ut3i2tMtEy67SJIlpPYc9Prpm06tNVy1XHTLT8desnrfLQuKfp+iKlU320vMUvDbmOr62WVadEn3/++YVnx9Qxk7p+DouuvptUbc85jiWBrjKp6+dwV3mIOo6vFGWZUezU+gDQ4VtV8OqQxU4ntm/f7g+Zi//85z9+vo6oFDnqqKPc3Xff7Q8N6/BtkXD0JZxLq7bUpjjnnHP8+cxFZs2a5c4++2z/fxUDf/jDH6L5On9Xp3ikRhudztPWKTU6hH3hhRdG8zUo6FC30Earv0MbuWi1nDrHWH9/uC5L6O/XNB3eFspmy5Yt/v9V763TAbS3rIhOE/je974XTUtBMZMyOt2mX79+/vxskWsmrfr0pZde2nK56phJ+Zz5OvSTqjx++MMfNvZkl7805Dq+tlpWvf8VV1zhl01H4bX3W0VIoI6ZaFn5HI6/m1RtzzmOJc0oZlKmDuNrmXIedRxfKcoyo9ipdQqJriG67rrr/Hm0P/jBD/wh53LHFTr8qteWD78OHTrUH/bWubOf+9znonl6rl7T7Nz4CRMm+A2qiPa06JC4OPjgg/15zkW0p0aHlFOj84K1R0TXNehCz29+85vRfO3x0AXpzWi1nDo8rr+/eF61ih1N07wyVe+ti0Z/9atfRfO1t+bb3/52NC0FxUyKaFAaN26c3xNUvEi2SC6ZtOrTVctVpg6ZFLfzuvSTVnnoCIg+9MMpweUvDUVyGl9bLaveX6cvao+yPnN0DYoKkSeffDJ6vqhLJvo7+RyOv5tUbc9lWi3ne2UsaUYxkyJ1GV/LFPPQaY11HF8pyjKj2Klnz57tzjzzzGj+l7/8ZX8UoIz2Fui15Q8KbRQ67UJ7G7ra0/Dmm29G04X2KDTb06A9EEIXkTbb0/DTn/40mvZu0XvqS4H2lAjt2Wm2R0h7gprRajm1x0l/f7O9UfrwLVP13tor1WxvlC4yTUk5k4D2mmkw0jpft25dNK9ILpm06tNdHSnLvZ+0yiRs53XqJ63y0Gk1upFFoNWXhpzG11bLqtOc9AWueJc3XVOm04HK1CUTHYWo++ew0DKG7yZV23OZVsv5XhlLmlHMJFCn8bVMyEPFpM7kqeP4SlGWGcWNXHvnyh1Lt0XV9DL6ENWRk+IA0eycXE0LaE+BLqQsfgAH9CFcvBBSaE9M8Zzc8gamPRkpzskN6MNQy6y7GAV07nT54k7tEQnnTpdptZzhvO1wjrcIe1/CedtFqt5bX2iKF6qKL33pS0nO2w40y0ToqKoGQQ1iurtSK3LJpFWfrlquMnXIRNt53fpJV3loOaVOYwnq9LTevXubL+Aip/G11bJecskl5u/Xl5nyNFGXTOr+ORwofjep2p7LtFrO98pY0oxiJqJu42uZkMeLL75Y2/GVoiwzihu5Di2Hyj6gx12dB1w+/KrD3OroOnwu9f/ioe/rr7/eb5jN0KFvddzi3Wt0KDwcAi8f+k559xqhU0V69uxp7nClC0F16kg4d1g0O1QdqFpObYg6PB5odpg8UPXexcPjItzhqHyY/J3SVSYalPS+urtReU9TM3LJpFWfrlquMnXIpI79pKs89MXp+eefjxw8eLD78Y9/7L8QNSOX8bXVsmrP9pAhQxrXvQh95jQ7KiTqkEmdP4eLFL+bVG3PZaqW870wljSjmEkdx9cyIQ8VT3UdXynKMqO4ketOPto7oAtF1Vn0r+76FPbAaAMMF0oKHT3RhaW6MFuHv/VDfsXD09pLoGmap+fouTo0HCheKKk9PgMHDvSv17nB+leDTbjlqvZeaFn044jhdx7KH1zvFA1o+rt1+qaWqai+LOhQvA7VK4ebbrrJ74UJv8dRvpi2ajn1el3Qrsyl/l88hF28mLbqvbVXSwOHpoffAtGF8sXzwt8prTK54447/DnSK1asiKaHw/q5ZiK66tNVy1XHTOraT7rKo0z59Jpcx1fR1bJqubQeNV9fpH7xi1/4HUHhlKk6ZlLXz+Eyxe8mVdtzrmNJmWImdR1fi5SPHBapy/hKUZYZ5U6t343Rb0BoAxs1apT/VfaAOrieX0QbnQ6d62JtXfxZPCdZext0CFdtaQPXh0sRtVXcaNT5v/CFL/iNWefb6hfSi+i5uhBT7emHA3UHnRTob9CyNFPoy4L2kOhQuDbSYibKTs8rHvZvtZwazHQbaP3o45FHHulPUykOVMXbzopW7y0eeOABv4dGh9W1ZyrFnhfRKhOdolCeJjXQiFwzEa36dKvlqmMmde0nXeVRpvylIdfxVbRaVn2JCetJ66P4xaeumdTxc7iMlqv43aTV9pzrWFKmmEldx9ci5T5SpC7jK0UZAAAAAABAN0JRBgAAAAAA0I1QlAEAAAAAAHQjFGUAAAAAAADdCEUZAAAAAABAN0JRBgAAAAAA0I1QlAEAAAAAAHQjFGUAAAAAAADdCEUZAADUgmnTppkfZy1b/HFWAACA/y8oygAAoBZs2rTJvfbaa95bb73VDRkypPF4w4YN7qWXXnK7d+8uvwwAAKDtUJQBAEDtuPPOO92wYcPKkwEAALoFijIAAKgd5aJMpy0WT1/U/++++243cuRId8ghh7ivf/3rbv369e7000/3j8eNG+ePrgWWL1/uTjjhBD/vtNNOc4888khjHgAAQBUUZQAAUDv2pihTQfb444+7lStXul69erlBgwb5Qu3vf/+7Gz58uJsxY4Z/7tNPP+0OO+ww99vf/tY9//zz7rbbbvPFmf4PAACwN1CUAQBA7dibomzhwoWN+aNHj3YXX3xx4/GsWbPcpEmT/P+/8Y1vuKuuuqoxT5x//vlmGgAAQFdQlAEAQO3Ym6LsoYceaswfP368mzNnTuPx3Llz/TQxatQofyStb9++DfX4nHPOaTwfAACgFRRlAABQO/amKFu1alVjvgowFWKBYlF2yimn+IJNpysWLV5zBgAA0AqKMgAAqB0pi7IpU6b4UxiLzJw50y1atCiaBgAA0BUUZQAAUDtSFmVr1qxxPXv29Df4+Pe//+3mzZvnevTo4VavXt14PgAAQCsoygAAoHakLMrEkiVL3PHHH++vJdOt8XWXRgAAgL2FogwAAAAAAKAboSgDAAAAAADoRijKAAAAAAAAuhGKMgAAAAAAgG6EogwAAAAAAKAboSgDAAAAAADoRijKAAAAAAAAuhGKMgAAAAAAgG6EogwAAAAAAKAb+T8Rx7UN621eFQAAAABJRU5ErkJggg==" + } + } }, { "cell_type": "code",