From e45949ce14b71c9caaaa80e17834c3a47e6203a9 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 10:54:08 -0400 Subject: [PATCH 01/30] starts visual report section Adds in the first chunk of information for the documentation of the visual report. --- docs/outputs.rst | 28 +++++++++++++++++++++++++++- 1 file changed, 27 insertions(+), 1 deletion(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index b9e402311..50828ab72 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -150,4 +150,30 @@ I012 ignored ign_add1 Visual reports -------------- -We're working on it. +Static visual reports can be generated by using the ``--png`` flag when calling +tedana from the command line. Images are created and placed within the output +directory, in a folder labeled ``figures``. + +These reports consist of three main types of images. + +Component Images +------------------ +For each component identified by tedana, a single image will be created. Examples +of these are shown below. These are designed for an up-close inspection of both +the spatial and temporal aspects of the component, as well as ancilliary information. + +The title of the plot provides information about variance, kappa and rho values +as well as the reasons for rejection, if any (see above for codes). + +Below this is the component timeseries, color coded on the basis of its +classification. Green for accepted, Red for rejected, Black for ignored or +unclassified. + +Slices are then selected from sagittal, axial and coronal planes, to highlight the +component pattern. By default these images used the red-blue colormap and are scaled +to 10% of the max beta value. + +Note: You can select your own colormap to use by specifying its name when calling tedana +with ``--png-cmap``. For example, to use the bone colormap, you would simply add +``--png-cmap bone``. + From 1c4f920ee20020f8ecb7f67942d01254f0943e55 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 11:00:04 -0400 Subject: [PATCH 02/30] adds text for other plots Scatter plots and double pie plots are now discussed, very briefly. --- docs/outputs.rst | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/docs/outputs.rst b/docs/outputs.rst index 50828ab72..c6b574ddc 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -177,3 +177,20 @@ Note: You can select your own colormap to use by specifying its name when callin with ``--png-cmap``. For example, to use the bone colormap, you would simply add ``--png-cmap bone``. +Finally, the bottom of the image shows the Fast Fourier Transform of the component timeseries. +Tip: Look for your fundamental task frequencies here! + +Kappa vs Rho Scatter Plot +------------------ +This diagnostic plot shows the relationship between kappa and rho values for each +component. + +This can be useful for getting a big picture view of your data. + +Double Pie Chart +------------------ +This diagnostic plot shows the relative variance explained by each classification type +in the outer ring, with individual components on the inner ring. If a low amount of +variance is explained, this will be shown as a gap in the ring. + +Tip:Sometimes large variance is due to singular components, which can be easily seen here. From 7935359b280dbc990eca249c95a0382cf993e710 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 11:01:30 -0400 Subject: [PATCH 03/30] makes plot types text smaller --- docs/outputs.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index c6b574ddc..a3fd6f0ac 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -157,7 +157,7 @@ directory, in a folder labeled ``figures``. These reports consist of three main types of images. Component Images ------------------- +```````````` For each component identified by tedana, a single image will be created. Examples of these are shown below. These are designed for an up-close inspection of both the spatial and temporal aspects of the component, as well as ancilliary information. @@ -181,14 +181,14 @@ Finally, the bottom of the image shows the Fast Fourier Transform of the compone Tip: Look for your fundamental task frequencies here! Kappa vs Rho Scatter Plot ------------------- +```````````` This diagnostic plot shows the relationship between kappa and rho values for each component. This can be useful for getting a big picture view of your data. Double Pie Chart ------------------- +```````````` This diagnostic plot shows the relative variance explained by each classification type in the outer ring, with individual components on the inner ring. If a low amount of variance is explained, this will be shown as a gap in the ring. From c5ea7ac3882fe650be5e5a89c9850d219ef3d200 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 11:09:05 -0400 Subject: [PATCH 04/30] adds example images for visual report doc --- docs/_static/example_Component_Overview.png | Bin 0 -> 176752 bytes docs/_static/example_Kappa_vs_Rho_Scatter.png | Bin 0 -> 37562 bytes docs/_static/example_bad_component.png | Bin 0 -> 239011 bytes docs/_static/example_good_component.png | Bin 0 -> 240337 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/_static/example_Component_Overview.png create mode 100644 docs/_static/example_Kappa_vs_Rho_Scatter.png create mode 100644 docs/_static/example_bad_component.png create mode 100644 docs/_static/example_good_component.png diff --git a/docs/_static/example_Component_Overview.png b/docs/_static/example_Component_Overview.png new file mode 100644 index 0000000000000000000000000000000000000000..2677017151aa680b7c31e85b54441883be8bb1c3 GIT binary patch literal 176752 zcmeEuWmr`0_wLw=V1kGupnynAcNl|PZ#>Fc;WBf z1ogq4*(H>O&DhuHQyily(xI2;rM$eV`pEq(dVyz;VWmY@BFX8JZ}T`AJ&iQS=cM~Pqa*@NTt?^)w}r`kU2>#*_g zsCTEyt6~hQ)siJi2s=Bv1B4BnVOvG6ZYl5Ra&NY#vUQ94J4+H2iXK~;B7{PH?Oi(9 zUp`oGVa7z_BMg1C*{j!8o)2&nKQJ;f5_DOJq-(}vWgCO2HH$5JiF(+SE*v{`u4il1 z*Ko`Q&8nNWG+ar3Kgh4k92Rv=#KS3WqpGS(E%E+|6Q@pPn|G%LynWl*nfO2*KK*3I zWTn5#y-<`ed6`weLXANorm5IwxWd_aI@WbA&T~n5qT%EF%r{L-zw)2X^=3!7EDdRQ z=|eKSb3qcanv(d|uxq>(?`Q4(xoiy4&{O~!bL-d}x?!)iw&P-`uXX&C=jt08=HPMB zV!kzTUaQi*IohgE8$Kv|d3i~@V!ocE7R|Z$@?<8Mb9;BKV~yD7QCGb0erD;2hpc=w z_fNkg$BKLp_Mgl!7C7)zUgLiDseA0runnJ~fq`%Q;2G64xu0eB6WlgK{B6-Z*(sIB zP^h7=ry=#Ww=@I^lQU?qF~0^N|aT zTz zR+f5pnx=uf#LJT;Duh*hEF1at>)G}1$>%@vjdaF|c+$OlT7F@Dt{0ozVZXminCiHB z^JcV&XUXo~o}+$4ue-#4V9m}_WyliLLSIW^pHnFDn`LY5Lh2<}+J(Yq?UdM$)UK_c z`8qsu8I1y<14vi&pm4cQ?6=JTpwi!LJToey*>U2^AoGF3_SCD_{IL@f8c+IVnbj}@WH z69ppZ;5D6R!Z?<_)~WL2Wd?<3U`Nw(gKCcx(Xz);cFyH{n}e))TB*P=IjL2nZ!b=u z%V{lovr-vV(wVj}q(k41(hE{}+ah-uY1Jw2Tne(kxnq%J4-;nJl` z$jTEEXn1T#^dN<>=D(YGzq1jhERGDs%#ZOObj`@%mLxGSLU}VgEa8*JqUVE1aZ7MMYs@D%BnvJ#cPEQ@sRTmtv6pzdUt*4$=nXEGFHOocj+RsF&L4 z^H>k`yon@sL99#K=8D!rD_+NzV?Y_dgrd$)zwvGRCn@*pwlB* zmnvMrq?VE3u`!n^@%{=}%Q?F`X{fP&u_>5#;EU1A_85WWzkl73^lsV~U9r+|{Vb3C z&}?^lvCEeu2X<)GEiq}Lp_Bf_OS3t6yyt-eyI zd-u(8zwNGyc&vXZ+UqxqFE3hv82?B_#uSM?apHu4NV}upIW&v*lOl`Wmf7jqiHWDg z*SMSb?Z;oqdN*$qkQ#%lnC^(@OH+uoSfBY>H%kcHAR{F;7T#GXY$$h})|-=3n8t9` zd;36iU7KhO>e$%*v$n>yRI_6A=Xh`4QstlEBT>mZJVa~*{?5&D+`4kQ-7<=p8ZVH!wmQPF1J`N z4V9yL3k;;-@w2PbC6+k0r;r&X#l^+*<}LejqE_I(6ux^K5#25UPpHkr8uZ)+D$$eE zIuo#GSijajn^VaRC_Rn@t+rWyey_h@e%AUPP#)}8ELF^Zp!VJUnd%IA`r1X{S_u~x zM{7q{;~VBNwIg^FKAWLu+VIG{@;={=>bzH zs~mP?;-v$W!fs#OLrd?HsiS_}C7u8@Cka)$wPbH^?;|9*$qG3*sGkKUvW^rGBrG~b zP3HP$jo-2{HPI6!`#G4eU&SG@?Ke4IA1ZI=ahQBm8bpBXb@el!ZF?d02@*fjUP8Y6 znrSjbDVwcr6sO4t@b}6d7YOj5*_!MT0{{e4?V+@&Tt}5p1PZZW_csS^73POM=5tMB zA&FDGd-skFLkq|3@Nuat^*t6lH3^R_Sr@|0``jzPjEdrT>OVNGi`<&M=I{5^nkpzZ zZ2GbVH9Ex>;ZHrW5$t?W2$x;rC&tHPN;Iz>qoJUnXy{fHTil#3vFhhcUnHv+Wy?f0 zLCycjre9H3rBFF+BNuu1W`|4cjZ^Q**?Es1JGQ3xrp=V=wn9wgG?Gg`K6-uv>U@@A zZOuTbEe7C-bV!NyV48lVOL>?m&CcXBpwn9HJP9$e+S*iGZ^FG}5OK|;qlQpz1f6C+ zY2@i;o+W2{)FKz(Q|s$%{p-s;fOC%Jd!Y=9Spfe8o#(>nkmNV_D?j;R3cFeWANfPhZ z$6lU~HkXE^l6I2hS`#cpDvaZ!zhB{NRzdcU|fMs&h7|E~TVh~JkRu?RRJs>xQOSA{9Mr*2dik>Axd7_7E3z>X- zZ)-F>B;=Mf0w~5OCW`HTf4@J-F2M>FYSd>Z7xGum`nnT6J^gIE&~gtD2uHbTC zpFzbkB{Va{s{xPD(;1Bsa9kgM&o0vJ z+|HewWW$7fFM`9yY`4^zGiRnezkT}#t{Dm;hJd+P5l@Y5O-x^&ekGlBb93`GPUE*g z1i+kOmOD`W`VbPd%wsd81$9zcN$Hb9oN#8UYy^{_ppI^-P4BSlXfEX5$!S_96*&5y z^J2S?(RFooy{WR~>CV)i3mga`32|B(muQRPYQz`4131!4SetHJr414eIZ!yj0kUVs z^I8v(mbE1*!IBUVKysZ|?a`yRM~@y2i;T>udvo3r97)i9H6^8W!uIc<-%ve!b4y2} zpL&8T_krJAyMswRfT6t1(!{WdiHX(M*UwHihaw;da;$?qhch4*K-r2=52riOB z7lI*@!Jv$cjM7MjR#OWDe>XMAUd6(nRS^$@r$z`^qnp(0gfw>Aj-UJSS5#ZP*yySc zB(C0KOHD_ir%#_2dv4iS4-`owX%o9h-Y43=U0${t_2@)A7yZqf_hN-y`vPwWu`C1d z(*aPY3D935hCdPVUZiiRiLvpsgX8s(AC!DGS%L&ICQxNC^oEil>c%ZN-Z>ANXqxQ1V(u z+VB3gPj^;~;Wt`e9K@-NhBMqBRt}>TXY<@yEM=X)3J%%r0XVdzXC9uLXa2K*`c#Az zzti%_@Y}$^nxy^aPzF}TU$UIhe714(fa_$dYYWaZ?zN8Bbz zWGzCTA3HTQ;BrsWkF=g}@x~2n3JTzaCniD_Ma##d?fcnlcb`ZO=SUign6zVOW1vs@Y&18<3H$Yc|3e4|BrTtM$W zjQSpkG?o;?5n#3e!#HhkX{xA%to*4vuZy1jnfyj~@El6qT>OysUb%kVGK^8RVYlN6 zq+mx9rK|o%yKp7?;PD6`^4B96$d+v(7Pm^nMEh+MWHw@p0iT1XYoRAs<&!b)6b*BBSB&uQDP4lZsAPoHYBMWx(n56X#`g&58UKr39j z1zc7#RVI9uxF97ZMe7Cg$jFF$8Z(wEg)I>EHXyKEGO&iIu9IcmAo6DQ!9*6jgA3oTkEv>d?& zCso~VFk0h%b|}s$ED!Yv@)f>}-LR%g_uKkV&GPW?InkON{-ZR5rM9ID>6Urrw{e!$ zM#iGVq0UhNR`6Ol?W{sr1m0uMg`ZLqJd*`ipqj3Lul|Wbh20`hmqHUEh6u_#JfzJ5 zsF}~+22L-6@zFN3CZq@XSV3n_Y=3wCq{;VJXR-i`7`ZYV0wXlr_X2>6fIYlP-S_Y7 zOO?x0I*p^Fqal~3Ftz&#)r#%Yukk8B)J`g$W|R0v-0JZAlVM2~yMI@vIv{=KTRGZT zd$0eLTHV+Pr$aa;R0`*E_NA7lrY0OS#`^CnmYtO`yx{{yGE_I|C`Q?(sx<{Jkq=NZ zH4VK}0i%`my4u>>!ZOu;e0&7@RyHd7>_N1%`>WQsmOi!nx@}eB6;_?e{vaS}v*puqTv$ZM2nh|vWNbmvpI_)NG$s6$ zqE>GVyy0lQ^ZN~TJ4ddXvOPbgLdOYOT_(E9;k;ASUP@xSe_jrhSbsLF1ZGo2SqBbh z9)~r~oxtN$-%xopePnI!2V};I?}~iVst)M1AVnWLyR+IF#f5e-N;xU$z3r4(qB-z^ zT5QB&$oJ2;Q#RISMybwD&eY`Tkcf3!0NUgo@+VG&$Uz-2MY{r4g76$p-2eea0n|z? z&&Ld~O(e(D)`GghjV-psX+RZxpJE8O zhsU?wqg#|6>SP7TKJSxc374*1F^wYs9&7DBllZ0;bs>ydSJ@hmuyXKl<~d`Myhl;f0nGb^4&REQpz$ye0s&)Yft=_u6=lZa zNF;Fi(xoSan40}mEzJPxabn38ctR=$j2ssU;@pR`X->6riNys>$BHi2EZF8S(Ym_Z4vb1Y} z&JWi-uQ9=1fn@JE2k8~+G5}T!p0&{H&)7YQhYz0tf|~NYc=4hK z5W2PAEvP(|dZmi-qTt3OcescjfRxt*qO)_iJRc)O9aKO7HOpj;UVY-3|8ta09xSC6 zy)vLNv2CS7nqpE-`=IUO!eT}e0CJ%c$Xkw?i&P>Wq*$KC0@o4u##zFc9lz6T7yaT; zxoYTbc@vk=bE6!=Wav zy5DACm=+kwPFWbP)WlS+1|V{ohM;({VHh|$Rgxt?I&2#|84MB5=P)a_kiRmz8ZGQzfZ!edGP`e!_~Cvu zgk7Z?I}OcO6_-slXQ*iBsDz)P^`*5Z0u~ha{NKE(EZ)U4ETy(`YiVXP#JSxEs?fDd zSfiH~a$Vx~CBJkj2`DXgP{`M}9q{N7zM@~17az9NtPkX?^J$O>8k27Re(t22Q5<#1 zhL%COL+aoT^Su1}LZbul@IY!Y8}x90IwWBWkRkAqOlNpM%j2;Tns8b@Dbklk{(L=F z0TylTaYmXipt0tFn9kbB3rQ1}qGJv+Pza~0o(RANg?UqXUv+4@Y(VzyEJ;;Kl|f%G z1JVQEgcIfNz1W5{&f~HEY;V0=(T4pq8l47`5_6y@e!fz*Ys;{vCfGeb?xPP3@k`uv51@!cZyhR1Pc*6k}Cv0IemK z7^>}*@h=RPcBnwgnAbPx0}=_XfvKjS)t*}wMKRepcw}@u5JSf4c@Y#Um5dgN?pyuc zf?foCgl12Fsck%cgabf9tm2`wA`O+A7t|p!Q{5fXz$n&=&uL!uPn4o^e+Z}CqWR~6 zgRQP!b$PHiX<#9PN8#wFHo>`c8j#7&7%PPuCHrbjy$5zIxV^X6nI*6Pvf^!v5$MkS z%-65)*v3Q1)4lrb4M;W_AhQw_=*QbRmIJ>Fi>aupveJ$c*WKy#;^+^;FYF|OBEhz? z$LSjQe0+R*IvpTzS63b}b>0E6u`p+zY=lDB@Jh!snGe47o--nz$N0|ZLi7a4i z9#GddfV(k@h=|}ehV1G{w&4g_zkUDpOAAg#7HX#&M1y*{g9!;GzfyO)Vr^F5io`}N zBiW)T+qr&>+0ya00$kAh_m1Yr(L&$ia&WsZKG+>aCD0+A{)D&O7Cny;;H7NMW4g^N^=IVp5S4^@Z zL4&ny31c+v9~{($T+>Bv=#>cFp*bkmz}v#=et)r&1-w}`5=F8gOpKZ+ICGsN{U%j zbcEPc-v_jguQ|RvLw-!H6IvCkTJ1H|L*5RRDRJxV?`vyo>9>5LJ_!&pF+A`m&YxU$ z<)!fG+X78?=DA)7NARleXJg=DhVN3w(K(4B`uX(EdhuWsafzSPliIi-<1M z%3woM*NHT)yQPAa_j7LN3t3PKjvn@XU-=VLJaPAM1WY~E zfuwe5thPEpw#1YPdkDTcUBAdRTZr@fOfb!eUX}<)nM^wDGu=6d}n<;#$gKNk28&sq<9Ac8DE# z)oknO1ljw?(=^|B4Wm&HPhimRCM? zjf7fM4}lSYhiwVN&{rL{0R$orwdp6cpNc#-EMRKlbM0qQZ;v>~4`C^QEOlC5Z^UYM z?Uda$j{oH|SYpk_K5xg*f~)l>xqd~b768%lLxB9G|JZdy?~QN>VQy##tyKfQ$%d-N zRvZx>o%Q3#!@`BR?itXuQ~?UhI=`3Q6ga9kjLu0uDx(8Hp*8;LlPBx2F7mQA=uJ1P zv`1G=EssH858*a#%Fz82-3IKap002M5h*Fv!vRE8E>$oahK9hH+An+s_-;`cEO35v zn+?0nA?CZktFppfU0Fbd1?^kY3w@$DPhV(l8bJcWEtAvnzHGhmW}7H|5I*#EmVh$y z_>L5s1tAJKh>*HAfuaCyB+x3$pavI(#e2+U9!;lUnt4{6GaZvXtqc1ge7SG5JuP-% zUM{ex(Agg4vN$k1;|$3yzR zfB#0hz1jv&V|V+kj~i z4%LXsdJy$OG#Yw8-^fdAW>V;PG^i|KMbveudG9l%mMWne#frC|XdrXDg*1_MZ);(J6&f`Az{1gjc0Zg~pj?CEfW`zrMJg2)M;-Q9g5C-S9Dx5M+=+qU?-4HaE z*6vM`INO`4+PJu(kB)yT%E~HlTfL!CgVPQvP?%yhiKBiURg(vt1npqs$Yi_$tow=% zHIXjpP9|(5&DWl_$-_oil2b(Y)>W}p%z!$95xOO=cSiveL`G6f2>?DkAWf`#hk8QM zy2fw!`1y9&MvUXe&ML51mV#hX?JY&44{xE&m4=;l3{y8++uST^b>4)NG~l?#D;DsS z+Du={=fzUq%wQ>oum)5zuk75UG3X#@Bw?N{HiQ|4#lsneA5esOoMw~?y+HLAfzBXW za4DrWB*)wYnW+#y;M#{2GoK#s<6wECJ`rq)b}*O~NBAc)9dSA`q!08b*?|a1g%#m% zMA9EO%d%G+Ga}T&rX%r-2^P&PNg3vXkUyvgmdGs1Q|Z_A(m=WUAc3{60{_I69SMs7 z=}zSD*vs+}7CBkj?w999pHVR0wdlE1+83(->{$l=`F)s6ikc?D!dfc6Dh5P^!Qhcj z7fMn>!u-eEi#Ee<$mam9#q8UB^*e$zpSAaAl7otXMC%PgyR@SSItvjv!x#XSJfLA> zhmM28S3XhGQUI}#Wz7?jBRQWSA4UuK6MY6b%(Npe7dmWf)ljK)9=tiH4#$XHGzJxX zb+Q@J?_rckFG18~FHSrE$!p*(k(PVZK7a2aEoND3DJiK+9x2r)Pm<^tRkXAs@muER z<~FIKA;toH3oexwJsH3IR_hmM)8k8o|EzTQ?sw;^skPT|y?3BCL^~To*IE{u95$@W z0Y8(abX!0ZN&#FLJ&%ZeeSj=l9gxNr9Pa()>nM~a7cxCc`f@=r!>pQdI8FX~=^Brj z_Z$HXj8ttH6w1qpfChzGoV%o=@X9N?dAhFDdmz2AD%L5)i|X4}t@wARzfMj{>dDpR z%hfKFgj9oW#>)pOdKJeQdsQ>fO-z5A>3dwh#*MRnB9}935T|~9&u7GtEQVPNN zO^)uY-0to!(jfv0G&oDr3Zh>oFl8MuF~I<~e0F!es?Ah2UevpF6?#eBZhyv@r@TI; zAV3+Mm2aBlj`cJq8(M|W&Zx8kHU}Ej%yj^czq2u5iD85~fy^Lu3nIY>qjlN}va+fj zaU#W_Su@WGQl6_m*xxbrqnUqH5fT;?ljFU!X%6R&OtL`o(#0+_$VHB=#+(e{e)8jV zp${Nd`aepfq48##kdwVZTR>Z`myY@z5_G8H9X#|JR#rKt?J=29M&^R0s2J_GS(>-K zqabmMdT;aJ*b9$~%L5LBSTMxsDqE~AD6T|j&vqjXE0Er%1uJHuMj-=J$jC#DD_C1= z4iwxB2rn48kmfh-`JiRr-+C-h2-Fg7e~lI*{5H zXmfdZRKVOp5-1h?BnDUTqBSh@FV8{C4Zvdx%;6Z0U5wX;(GfL7VAqC47FD<`W`XEt zpv(vD&E=}KK)mf~c6N-4NCgSXFJxT5>jsQhE+@c1i3JQobia#O3#~DOi3NZwL9N#r z5v&M$P%ktHA#o_dK#cD`Asx-8pH;iREvsTW7x(t<=?K*yq^DpG5*Y>qP{TFq39yI9 zc}@*!Mk5nDU`A*dC&4^ed>uGOo+dvl>bTF5mI z;pmVjm;mBHEFq&u(BW+R%+;^@%wz-FCCtzo1gshyCg1@|AypSJyj;-J5Fa69Qd5H7 zDiGLoXoP{vo%L&qw@L8eg%A~V3cZ03qPL)1odTnT+EaUxTxJS^grQ@{j`6_6ne$BN zJ?LmndC|a0vf=&WfvxYa1o_TD4pT;83+Q$;|91x!d$|Tg2OQ8fqvm7rhKPqk`mr8~ z+=m*1q%M#YR6)8^2ZdyFaWEZ@KFS%o3^#p!eX&FLG~W*tTUvt9QvvmrjGUZ78W|ge zpQR%@5sVV_@Zj`lL0m>=BVo*Apu#zu-cJia5al2>w1cj&8{{CVOJ&Nv3u7pToIUgc zH9)p-0{poLbCQBSyJd8l&_@N$ojZcjqCpjr;zn*P1*DmGG}zXP61H zgfR`xL>rU=)By^aCbSGquKNFH zno+-UGvMbvm&$5!Zwf)DjD{d;49K^ST4JuJLJ6uMOnvUHa(C=sbb*b@$wsj8)T&zc zWF!L8m;>(BUbt6O#Er0W81GW)FEBwa243zgK_C-Ba?c=R*3gpl-6jyUyN;nvK}0?r0`%SYl8#zC z_K`|N2c~92kX}3hctqBQZV1Agkv@WrWgiW}M4~!~-W&!BufbGJe-L(O$fi{HXc$Q9 zU4Tl~_WG+J@eGvNC&MJcO=&?GSAo&n43IH0KpX|D_kfzd4g!+l#VTq(8_Hxc7}RTk z3BdYs(EIu5v<)DkHNed9YVQbu&X22jtl`hJLQP1mNT=!=Sej?_?CH}@`HPSYu&YS$ z4DOvhcaAs07o-!1+#P89mlfRz`M?nG)s?#mley2d_d&>F+Yl3r|AuhcJqNt=zX=xb zLJp)l4^-{0uC8(dCmiqEtat*&lQ1W>8Bw^$1M@Aiv7icfq>6g~{rv`w_t;umEQ%|f z7(?i>6|ZjGUM`U0d;r^}qVZsWX&qOX`0)=43X+Z2gv#&{4z_%#MyS!oK8_j?G|x3Y zn;6W~G;l%a{l>&ttuOR`o~_lL z7i0Os>ePmeUO^3*p6B|~Z`JU{sO|%R5JBs~*r&jSt0e(s$j(FAOUs8AdBlKW(KF?m zl3eM~+YLZ8^PaKqxZ~%tpVS95*w*f$CpOKNr{VSv!?sIazJ`4;wc!{A^LEJj59m#t{EP!~M0Rdy&JgQ)EY$CZ!av;TlE2IqCRI)Y-!VEX=J$p?CGKvd>oCF<3 z`@eu7l0gqs0pE7n_JlkNi1isvoqE75VL-WS-uy^)CHyFb+`#Q-M~4vjHX__P)?6?& zH1vipEi$nSBV#b0Sgtqk>FJpbh0kN+BcBtbaZ0i7E@K$(-iB^js{^z-xlLQIMxX&D z7ny`i0{Jc%rfve{mjd5v-;U{+TYXhs>AI`|ivFJ>A4)b(*n3`=F2+5E(Q*5yh3~wOf8Nr;HP;0)h~$uln%Rmc3B?D zMTYYcSs1)kcXn1!9h&{DhBbN!<1_(n4Cc*xOKlC2Hq~s?RTSz|v+32>kwurFfAbbB zGYhj~$dD_Y$%x*0$hy!~b*Q?ibPXBo0Az)zrfhm;2{0s+0bT`vd&xrU4M>p5Ca4B; zkP8BWf;7t=@M_f_&M;{6ORjV>50E=DQF7`WWhZon!asdVK*m&Hz6j9>keD_5G`S4r zSsHx?Dw>F86tM^J8f4f7CQEKY4-}cthYaUDn`U|s`m%=5Y3>CX6Ti5a3rom^GXU&m z5{#*&gQmef_$@Ms8`Yi%?KGri1QYrRP~>O55sqR}k;;($|;hQYQej$x=auc2+xI|A686kg*1ZFmMy zxQw*4GEBE14gi@W3o^?Ig^Lh6+Wy_)gokDWfuN!Z*VmnaXC z{SH0FVwlbaT}uZ*8qv9P8t@6kpK6wmpzMwuzWL==RdtlckHH-P=mty{MB#x{Tg52DAQmxJ0bLC7Eq<@Y9%-#!V(rp(d$v5LrV z{yZG{pZC?ozv)%EDRY^&c0viVt-- z%1lT15U>{xl({?@`a(NJz!iR%%($Q2k9}`0}p8z_Wr7cgPpBaPhR$BtSm3Jtvey2 z+F{uLCX}MrpPEhD?89qgQIYsQUNnS6n5W zCX=e!=-oM7gkiVoYVE!UfyaV{T}&*U)&<$^Pv;NVk7?gxTHmv%I0zhWpBP& z5VEe88gI@^mt@M)?_8+VuYuQAs(yZPP9_^V&^>*cvb4_$5>;GTC)QsvW+71kaNsvy+eFg}XiLxI zn2p+~W%Mc~Gf$lhbK3gDH|e=p%ruyoeDv0>$e!-;jImnp7X!QpD;E~ku`8>{;f2=y%BIgV5n!;P5W?`T&BWO{CWTGo_dMC=Lx5! z9EZ}8+sk8*Aynm3&LOrBI<^AWbF>*nS%T5E5{8@h11|Ct4dU{T&(9i99;kAYPv zIaO6n`aZa>J~OO~w_Rq$IN(qF!y*!TZXF&(+05!k11Xt+OB#7{^K*Dtz80lxcl2yWj>b-DlP{Z+6V3C3r6nwcq}4@BLRPC<^))9ey-2+w`*s7*?nq zbc}d6YN}KDP#(lNN^Kg@(HSw{8AnOo$lZt8saxZH8rgkpr6ta4iw-^3#knQVE-Lv~ zI`=$3o#Ce|E*?yFn)aqA!`6pU>LV9#{vMgU%`ma%Q@#Ct$g$nA#y#BLv1ZFX&fj%3 zc(7~SnLDA8tGg>~{pIB_VWSu0=dLm1O6cnnh#|hjOOp@7tfXIbF!}e(^J*d!jJ?$> zX+sxMPjxEq59!hG{V}Fjj7*5E-ZXv30$XxoCPM!I1?!fBW}d%#d$W9|%+VTx>mx+?__}jyQbjv@L^$PDkjgr_QCDWo}2MlQA)^3SQ~7jcRU| z5#1wB)ptug>fTC(?8NEcQ#y9wDM=Dp(H#04g;9$~*6*ZczFPKC%p~7`ct(oy-bIKj zzl;QA*W&R-PfMgyv*LYpdO=U@^f2{AiReF`QA&+FpiPajPx}ygRXW5dnkpSWBX0Zf z2=Y-;{Cq#vS@JB42B+R?9$li>ux*8>Aki*Lnf47!KE}Tq%`nlrdSUbuBU19 z;3ZRhWKN5@Dqc;)L^?o!HmG{Fo zW(~I+XT+&P|M)gCt<71IayigRz)^{d-9t_o)nVm(TKizcbHHPI(L%et3(jl1?A5Zb zVU(s}HpD^FY1rP(#6J@*>NN%%MO$bW>ZF#A=J~r$dBUxIpIns@Ug9^=^Zxk6KPchw z`s9Dt=jsijRaKJbZD{sP!teyIB?S5?FYQ(jMJO}Q|CR@V{ zmRM5^?UAoG6lcz~{KaF!Tvq6F4R`ja7!ZdxQ}To7B*kpTIL49!4z(3%9@kZdF`az#n(B&iIjdZ)C`7Jeg4T7U% zKk`;}0{Ooa>M1K>O;0qypBK%@isDL9Y63%cGD_afD00Iifya%3M%)L zI{iryv#^o5HYK*~Pf&vuJDqmYGTu@mX@7j6%8e1*mCk?K(Bw=>kv0prfShpXjz)Hf zJF1KBN48M=JhD*@1(PS3aS+oh3hVcm4&9=?T4#lLFO}cn<%?>jBzpdTUM1!pAuFF_4Eu*y2&O^_7e|S3Uj?T7i8qKVHST^Q0K_b-pS&rn*pME>bns!Y}rY~X1PB)P=_w#8g zW@&aV-e?z6+nD4=j=c8i@fR&+t1_wj+l77oG@|if9mvs?|1NJRw$}d4XW5O9$aE)g z9$tUN6WRcFqkBY?cxA*G4=Eh2!PeXF7UMlLz4v&?VjVc~r%>xC`FQWFBCSV8lKu|V9$NNK8}skM8g)M*Pv~W=IjVVm7kgEN+uN|Hm=KCcr zu!i@KO%oLhm|~W=tdP13#gV4SB{x9fbHV`55IGr?IHrymISJ9P#VqBCpJaSoLoEz_ znh_(gee(GBx}{>}w)B(340iQ!0UiQ4`$kP(e)(76muBttFP%}xo zc>=8e>lpegIL!>+BFh*MGDl1ljfI{X>_1UxucyEKs@b>+vpHlVuB8>8aD_uIE)rQK=^+__h6n zXV*LzKp=SaE6YI(gJPL~YejkGnrtwU#kyq8nbtCjPC)+ta+vMK*~cpK=BC?v{TEh=n`f!$O;hGr^UA0w#NT@vhavTbT`1z@dJmNZ~`iUSUCR43H#~(v=qI;aTEVL^% z@=TCVq7rof1vgDGraEnWts`7t`L{DER5qjVuxEAsW?3ttiaJ{n$hk8d9+hy3w?x-! ztw;_lPLIAcwSM9u%CDv&GrPOty-(7BrXd-#5zL3~zYr0J6A+#h44kYOaH!kJ+Ut0a zguuG9e_|_m!K_$y&peWx^#hS~`;|6t;!#Pie1u`zcImVmvZtUF1G~fmo9$S-=DXSm zFI$&C3|A^UYu!Auu7-I1ENJIdBe8PmE9F}w3{h#s@g3miD3tO)TeU&qAM8mPfA5== zrYN?7cnkG=p}!YMc5!qR92}gxK9Fx9zmOqiUz`sjR>8YEfW1n*4I6Q2pA%9al=d&H zPRh!r9|wzi6aBl;o>kVxxj4YrsYXWwvx)?#;oA8o^>6F5tLK|i53fA=?@CBReSNu1 z`#;@@tbdIm=jiggqgi=>J&I^j1v#slZ|jg?P~wKuI_UeK`ONFI%~X8g>{zl>9@bCC zCU>UEJFp@N426nqI1Fnx2$lQS`7G)P(=BYQ$fi)9lh}5RZ^%9I9GAhK>lXil@K&A) zqnch0$#m=k!~u8~x>T(Bx2#_C+8E!49nbV0o@s@jr8catQ^&_@cn(?OttYm_13E8A z$yJdR8oa0f0#8qBEoOP$hq2Y)%&Hoi=NDflJ>4Yt=u=eWukG4b$D{05LgrhXt(slv z8qt=6A%zpgeTLS}_AZoXi<|QD(1V?08?GnT1#3PKlZozBd1-5NzP$I(_^;}P!L&(G zHeLq==wO2ah~VcUFQP({#0}zh-H++|wlxzZ^DnZ;kA~gUOuI=T`oRAtMIbF-4@+^; zBi1$**}|dD%>$cYJtY+Q=wvwT9rPZQ;G4{?LiBMom02n- z>fsA5i?td}{hP(=1`6gceAsPKj~EX%rlV_lBoo}lWnw(p)YOU&j$`G!ZIC$NQA}#9mXYx&G0EA2kxAv* zu%Ljm^T_1M3h8la2F9(LQ$^)I*=&SmRu8LP>lW$O6vV%(|M?eb5u2xa3dwYwEa7=g z^Ig(Achp*&f&(acWH@N07$ZY(8fGZl%$k<#2H?>)7JJJDmom$n=YRYR|3pVit1D@$ zFpueXcjzuKu1wP@(I`USl8~@q)Jg9gC=R2Y*$7b(l{mIkt$5v1hWqy{)3DbvMc7_gDU>p%)xkqu?Bs>fPc!rynSA)ZIF*PzcSqB? zQ?)Vibw(^TCN1d+536=kTBiQNlxw<|~-XNz}5UYb^L(0&i|6 zQ(u&#Ve#PV)5=8i6CO{#8-`tY8ya*834Eo)BzXf$+9dzLIyOGrXGssj$(r->Wir

XMeY0MsA#QR-GYA@q=?`{fIE}GiaXHY zVHaL@CVp)8+z&DSiWFtyEBmK-+syEt`bz?aEa*!2m$=yrCutcJr)KOqHwDCR8pd1` z{rhNRxh6TSLp1rz{fI{b2U0DBJ?eFd{%f&o3p^L~J=K0|iMV}l<0N_DZ{(zWAF@;6 zzi0a8ZVlzONFS^Uo}`iH3=Iu;TgaCY{{66iYWfjYGcp=4&<<Y!G;?hC*{1Xwl?rN%NtLot;_3bD7mg<9rihXKU0mzl`=1{OX{Ssi*?$|Nw-C25v2doB-_r%6Ku&M}@ z>H0aUnvi&Z^SgjUt=9K0jXghsB|AdH2djgWv`Om+{?xHOeXg>RHuc`TlYWs1G3MeCO{%k8Ie zBoA7s*`7{n@n~>oP4(i`xB9HgNl5gsU#-5s&F+hcA-!*|N6d6Z*u2~Ro4=oMJJz96 z(u5>*bX~&R3!LlGAzLr1D`wHwEqS&Vm5ya&2h6$6S*NsnQHlxQT1XlZOk?(&QXrl+ zB>Hoe!b$e4{=4LQcm5YmXBk!H^R;0W1%9Lf(jC&>9nz(AqtY!caX11J(%mWD-6c}e z(%s$NaCqnNU+)LkQWTss&&=$-@7d3NwNDP_ZmmXUUoMzI2}j?d&uh%M7wt^isPFfc z=D|{~8ImTHjCJj@*-Gk^g93#|ne}0ixcPTf)H0)rjXJJ9ywRla`{2jTYz=Y%x z@Od=5mOk1e9c0hAqN-l6ad0UeO0ktRXye7{m0V6hfA#6#8^$d%bF<1RrFfP`8b;EH zf)8%`c$hl3I}z3o49t8z;I+_i>EGqqvTRA+x64^sL7%p5rgRy%FICAvVr{*JT>IhF zK)gRo)5pnGk1wOg3(H#+%pW^xhXzNij%hCB6__g(crNJnd^SjEp*w9bpugX2{dea? zveP?hvs-g}5W}jeLOqwA&ipqO{=wfoe(=Q=kUsLzwXBhIGU;wP5uTB?>{(^Y3+VN9 z6Ehn2h)tgw#O+vKdXU`^EhcRC$_HBB{-~qeZsu+$`MO1uZ^GSob?w9ExBrgcFuXwD zLt=bLh$1(K`sDXkIUCfyc?9Z~zfq)@Wogh_IeQ5Gy5Q-ywkF(b8qbE7IeUl+5_#^& zM1FqCW1q7Ca!plgm>w1&d_t3*>{PSz8d9;@#BdqZsV^m_^fox+;qG(>s%iB+D{S#U z+omf@+LjbHS)AvuGh&)KZ^ZX<9lGQx>lU6n7NrR?P?}b5*7{`^LvbQ}-YX;St6G_anoND^H zV$7d{=agXWm^Ketzp9m8WxgR`;8Beqm|RHdth_c3Cd|#*_+F5jT+&c$B3DBMJKuU$ zVbdaEj-#75snMLdYr44WL^$s_#_ZSyw!L{77ASJIgdS&qwk|fiOG)VCv9IvPXA-`C z22JqeJ2uH9VMb>{^(pO(IniM-1(h*G?+yy%-w zQUE2KNbTdP9=~xA11)MV0q@aqrED3Z7rZ!qZ7 z=N7uPNfk>-TU&Q`OFH8D+1oUV_n0PU;Iw>GfhJzMl)l-Y_}ib6=r*HwlH?iN4wk|H z>LZbnSb`Fbfzu&ZB827uW(sk0;d<$wO#eR5ect*)4WJ4^zVlx2pX>`4?7#808~Ih+ zPT2o$eN84~17ow?QhUv#$t-R%B!gm|-{x0=kaj^qzRKFzxYHGJz_U@+K_VBr>#Cn_ zCfAk?t0_{=ien{j{7AA}Jsu|YyFpmLe*%v_TazIAocH6=-M1ftkf;AAEvfKK4w{n% z@#}Fr_^;kl!wn20!1fN0jXi2sh%BCz(T%>T4G|+Ik^iGSWe(lh2y|Ak^DhDABIc0V zcz0T%#f~cPITqRcAP48tfqS%L@3(=QJGJ}uW~gfl4TA=eo0q5k@Ar6q@QU=wKmU*4 z!NKI&SIxi)OjSWiL*Xk1f)S=EH8tHmPOEC~NB4_RXb-;dt=2EkPK>QDbkgq)8GMp^m zw!hoXX`IuccXzWQ7S|}td2N)SCmpn$?4J^Q*x!@u44TbaRkq9-I!tJ!x~J|q5z(#vI%-OaQM3R4mERf;-FdDrxU{~8e)Y~_xDF%MJ^L~FlROqn{$DWr z!Q}T223hzLrJAxs1Bstb64NcHPiA7ip0VPet*K@k-x$w(qOT)0M6()wyM1?M_=lMT z5zDdZE__YXq+{Kmvc69!*6Fe|=JjYgnbMHz37)AegB=#cv(=vDt`Pp8!tSR}n=9_Z zvu0x5^p1DZuq(vvb-UrEXgcPja&fP`Z4Ff)?Iv+2LJ(B#&->U5J$q$LQWG|ZWD|M1 zVD;1AVe5;eqVw&$XsHiV4eH%KS3VUu1BX}VCG?vq%^?xr;lYeo^kn9F0F-Rp(wb@D*sL4fAz=P z75c8_s|X%CVv%=mJd1Alq~O|pW7FzwA9MzOH#V}?=+i2>%W zl+3g+LI1}iO7(y15#$D((DN9sWGBD54HIxiA+fHk#=u79V%Thirz@#@7^kaZRnC6mD7!53d;=DF2XZKhs?VL|pHNh{xyK6Crm6u`~6D0oc(H-Q$x!JljQg z(D;6JNS2k3W9t}73p;9WToZysyn2(_B=wMgMG-n?Ae=n0*^4P-uPepf-=cw@A$frS zQqzy(@Mv{|)c$XSo;eOE@{=rk#8VQcNeffTZ0DCWapOl)Fh8$2 zLd0j0wlLrMieWjuNz}rndvKz(E_Cv4ozOkN9+H7_}3F{x-9WGptHKe_b+$3fn*9=Jf*!s$Jz*Fi^p`wgr^uc2IU*D;)qbg0^Y z%iODXRA8i|+~byTOT6U7cP7D-*I>6Rsk;36>Vc+&n z*8pchgw;-2uQPSX(nqfl=Fl-~VqFf2Lb{1Qd#ln+FdzD%3je?|NL%L%O>W>T=3o9cZEURH?d2aV z@?pF6%69}~UgKbHGkc>Z4%vR>)VP(qlwdTY^)$u4p}#1)MoIHNMpdt6(+e>qdWT>0 zJ7o^-S!8!5>dKpS;ak%JMkbAE$Yrm!)tP$#@>j4G9~l8$VgA8Cp05kTY{4!zsAay2 zOVxulOhz>5eU?p46*?8|yz<`1`2hmS{wG9uAgM$fRqavWR`xt|C`TgB6CKT^Z{HZ z+@H3+(vA!3Y1nq@ZQXf&tq+l(Ia2$EQ^P@9w&_GHR z0pDA4rjHlDu8A7CdV}|L@zi#WTkfMzN?YXD_} zt97eV3fG*+8Sn2CMGNv>f2QXa(dbk6^5kr{}p`BHVODNqYJJv=J-Q+WB9;B4Xw zrExvn0LkgI4PmfQJLvZrw05C6j1!K${-VaPD?e`rde`3PLKNfKGkT~!bCO@3?_SN z!F|_{7jtV|ZBM*PPdxAAWb-jjxhpLg3$o`g@R%ThyF3NS0$L$KZ(WIA%ro$K{6HM| zCi^qvOMU53fX764ty*la%hvMne@J_Zq@)zAHT$d1@nIegDA}>0*0={ZtJ!`x7m@Yp%kUMMMQeC_yp?>u<#W;oEOFSTRWLZg$3 z^j7hL4-pK-7hd^@q%8xDRYHQU@j<^dGd+na%`OM!;5y2qREViq>ut5&K$itA6{p4O z(?uh+X*s{?LBye?34iVn9$&hj#S3YXoCQ}*)eg0=5fo~P&SZTMV`Ao@JoUny^kiIR9dfX z<4_3>Rt2!p(Caq!jni)Q%=cgCv-b9-a&rHLE{P5ky_xD_Ae_5s`&3l*`8*Zrzb;uP zY@&wNq;RH~7{{#{Gqy{D#@!JOYxBIA+ul`KVT<6CT*Vk>icHIPCo*u~g<{hG;nUG4 zz55M4H+Q`unoPF};lbM^?Y+14OsHR;KKXtGFNVJhwK;)%&NB^8=CFm_hvCZ3VEpVq zv{5miqI>nO^HsITLj+iME?H$K`*3SC#=2hw7o9m{AZC4a7R3EP<8<`q_+q4!sDY^< zQpK41ioCJQDO+iS#$^5$pJSD_lNk42_)>2mE+OB0n|+<0W(?bQF5_B)#EmFlgQl2y za{f?|y4}ol1LT9hxgUq4KLp}0vtB_U^nP@gW{aA3Gc~uVk2wZ%d2ZiZ=uB9KpB?PX z6?1?*86(VH=#*(rsvW7EHRa58w$MP^WH+NDRw&q`Wj|T6GgbX@jlkhMTCUISd2~_S z@r}{?!!~s`Y^!@1eZtpcdYUetRj%dE>t@^%I^j+rbj+t*da{C3S)F&q9t&@={`^?8 zG$-yhfV?oNv{ACc6?bGZ;pflZ<_FJglWw}REj?vJAF;z0ib+r|+0#>^Geq|z3x8~R zx306sf5i`;;e8^nhtX`>mrJB9PWlT0Y5N9Mjp>YA9q`u5R)ZOv)IM`%c7uaY6-N(b zRmPaOJ`8aV5*A!nxAkL}9G09saYDhY(R#O-b_VMrWzrFDwYw zgUeI4@8iYOV+RJd@jY~2fL8C|b(kp;C1sC%kiOP3lTOx;hEi3Y^Fan({*6mZiZ#>L%>v9D9Ehrmy z^$dH?A<07y_O5<{sXGN*Zhg$d5HBUMcqIMRF#53OyN9|h9Qv)a;HtG6Om!=C)93lw z8RC~Uwa!+fXJ#ivU&GM~c^iDxWB;~py}%ao2zwoR@9EfmKnc}PMKKwSjEE^tYq2jB zTIlywOF5rAnLJE&h|3Xe_^IIg_ z?2x3(%Nvs|fU$k|bWN`JuB@G%vd0(IRa_mg^f@>R41Yba+M^mhpSk+jeDi6T*R=1$ z`d=~T@g-$O3LfSD*TlV}*vTEba=R1bT<2p2-TK4UlCeKLAk5c!m~ZQOwAQ>pK~ZBd zjEzpsK{dEZiH-K$){1R0Q?bq`*1UQy_ZgfRT#qTTes?v)c+*Yb4(zgE^5Z`V(CR>! zeDmYW1e6AQ|Hj-rGv~e6s^ZkTQ*Dvz#Lfy4vucd&ZE%Q9T}8-Ah#*IU;V%PL#I-6& z8CP(^E3Z%8T*8=Ly`Hw7Ym*WYhrfM{f8aN6npg^H^w0R>bDYX_hT@G1Uf%irP8S6` zRz+5B{KZ4FXkU%z_&(l^Pj1{jcpq4Q5H4{3uOmyObhW0+Y?r7O6ft^~z-J0u=qBCc zu=Stzr>ZuNq_tU>N&m#b5hdeE$f~HOLrQcE&UkRnFnOn>ErRJ81?+op*3~=-JDRxy zZl3`TB;u5rKQF43L8xiDC-gXagIG#;}A4LdyzV<;p%yYwb6>o}M0!9_#P!9;ez z{VKZ7uuqu5Kz3+qJ)HB9;MQv@mV;F3X;EvBq{ci;6Md7#JBIA21~|R%nLKlF9|D zD#XW-`8w77Ukod|zdBw1Ww41Y3MFnEc!ADDAZc8rs(+7luMg#M9B zVsZm=KjQlBb*4!=D`3Iztm@8F=O2>hhBoM}%_{5yj_o1>UU+@6Lq(ccYZr4Ow3h-A6{&I$J>6=fdE z%0|4J>^j_^dY?}ooP95*KvZX&Gk0!D(aMDH;dza?-uGchEAg*hwdPOB1Vo{efZ!{x z3&WouzOG4Q%ctdk(EVU4;1Uv8z%5~{``$!NBEp2xU4n}MBxm2PAM>KpB|kBES4VTG z7YzyqLC&9dxpZ}3LaXe~LlI)KmBkXXq=nWGdgI>GXMR0mk}9fqSmT+!kT$t2|FAls)G-Ji&QcDOI=>;cq;c!lV|x=O)(UM(gm&$j2`co3OSO>#|tMk(;~cW=p01 zpyu6>TK3469T92^e|5|Wk=y&TF7Y&Dw0_&$Pj(&pbH+hnK2ZRN!5BXz zb&j7whnueK$_ZN$BIYIP!^iO+gw$T>32pUrkHo9Jm>Jc+Ru%n1>-@=k)OURx-{wHk z{5Y4Gps!PGccQ?42dgxbRCc8+L$ z56v*`8;jb4KI6f(>_0MLG|v67S9Ds% zXoAT6-7^f{nQ>-j<*`uPLE;*H0{fbI)=I0K=Q@OgRT{~5Lf+v2QRUa~<97!q4fn&( zcok+%z#$YJLv*Z9VO=4H5*)aKxVz;L{PddbS<5_$W4q=7qf5AvFL|T6M@2H`Td;wm z#)ZHL~hzstGuS12Xi{!pw@_e{fNmI=n8qZfUD2co|VZ!(+U1#rf z%OBR;%>b0I8^HwtY5GoF=(KtoH-6Q23*SAI#4gDvC9TSC))tmeUtvtf$Z|>3YQ388 zr@V4j0uCMO*D5&$ZDpLE6UH+$ABGREkGf8Z3(xKX zxu;(ef%$vvY&p{`CP-Ucc0zkEIzqe3xpX48)*_@3c=kCOJJNzK`-&?TbB3rp7CI$D zd#{s3z|BQ-w*9((R%1P%F2Ya3R>jdkxoGWF3Or^Y4spdwqjpG3(9gE=kZBc!eDxER zPu{!SkN^{TB^esMeDTMBu!icg+Pt^^%8Dw5?{jT#M+m>>byRMiB3X*St_GcLu!k0# zW17Eke1T-4R>^F8+!s)I={b%JVVYJVNqWdh ziRM!U8*lvTpL_U}z_`D+KRQ|;I>$Riv-xK<#$(2upD2)j?E^YUK&usl6ceuH)Hu&q z4lC30EDFZk50y^gCE3x-$8+3HclOKbsSr6(w0ec0-gDfh2iIhWsj6`@b~4J8mJJ$l zbahGVR(leMe{H6@6y>5g9J8`mE@`T33?72Q^q^cme zc~*hbLNLua9G*y48IqdoVz=IMpIiYI_z3Tgr|g7m^5b7!wW=9%Tiz8J6g1Qit_CAd zR`wZ;?)09+(?t>C|D}tB?VB1s#kCd3uFP>BT?xHHwoTw;$_9>{P-J&1yV<;t!$n^| zfo|sM>DO)y%$Ji$pR1d<((EIRjAZ?e*SjPUeK5wruee1JYOOMnxWzHusIeI#ddkft zQBV@Rm1uSpLd@8{O%JuTr5E*dOsufEOF>k0(;autR7{Y$9-f^l$(-E~CSR;IL3jrG zue=`jE)6`g#Au9N!N@^Y{RZ6P>r8K^;Ln4`fsn%NqCdz?U)SY=B0lnb+lO=6t0{PZ@#fZy;8%v8*SkeV$El@4c#4p~Fz@uOME%8)iT+0k2 zTvA#S{!)dX{5C~k6{o;D|B?@jZ>f@z{;apRz9Rm`GoVa9>V$4speq6o9LpB8rfJ1R z4qbgIf^r|3g==PyVxkjBVAmNYFS_@cJ39~0Dk@E~_bRM0If!&*mEye1KmOcOQi_#d zu(@>qPlj#9yHQwOZ5UQ9ls2YGG<_e*wr(@`a+)(GCYqeRKIE`GuCS+X(spv_U$?Q` z*}Uk-L@GojfwHatv>+yapl<~kM>qmxsKnrg6W+C36v;BtAr%(=ZAE6bH!NYN;zZnn z$o-U$mXrQY&VnB6ZW$cGR?PA5x@T%QWFa9{hoT>4@_Lo8F^t8}V1tB0%3TLF4=nQL z=O-7;gG3Cz>gJFn^@d!rm8 zd&`$sl%cHTanVFLc?@sh+>(4uucW>bNjXdS7UU=Zft!!!psbx^Y2;L=FKp1}8!^Ug zWI=ECRdg9MYk?dV53D1_z){b4V<>9ZhF+9TF01(>NcMeYxvZ>ANU!ErO0bu8ziOaD zbRzytD-Z5+QQ(?bjdAN{_+(hK)qH-c7K zL~%6Zd!K(6*_Lx#hi=^|2FZmdL`*eb?jd4d`!>+pg@{#P?*^$Udc+3qa`)H~36_6p z@Pw@S@_qd+q~HA>Y0Mx0yfn!0N_?%vn zo5DHd$p-&RkL~SV=+)Eh;)G&$)}{)lsOZEuuU|gK z&C2?cyZY&mv?~7^aoZ*LU?RG|R8^*7or*@#)a02in-qvK+PqHAcx`M89X(-I(rfj; z*vt+QZ)L-%>g;kSr2<@o;7}6Btk++jRp{yT6~5hVdt>v#Sq#f0Fhi$$itPTrJ=X{y z09Bu)3ojXfCW$55$#QJEh4e%mgCjl^a?s^wwnPDqs$Y`Gcg1wabM#lR%ql__iqLCT zYg6euyh~iAIXiIYzd*<@4nOgC7Sg#kxyCR#U4wPuvV6KkO1xmPBo~yj2uRlrPzZ1S zvEr4*pr)mLSy~)o9GUeEsPW7Kx^}ZBr?_m<`10c$ z8`U?nn6~Q5ENy*TTi@eak~7c8lZ@S2EkVoi|6Zk9qHRCR-}6GE>^lKteuZqdB#ud2 z<`}A~vF?;e#N|O{TvNV%W`m1vd_v+mHpr|V+oxS$;uNJj84($!6F0R(Ia(0+`ewoN zKQo`9cNFy@i`)_h)lh3~liTjr&T@z{_h9;Ih@h(9_>}eKt_773;_k*&=^Ac{vY|58 zCT2lVz0*U?+Na1CgKzQPUK1oK3JJ1dJ*t^{rEha3&Ii@!p?}U%Zl39Tq6UQT^SN!^ z=bt19yasb#x@rL4)Lg;?oxK&#Ar=O%)4MbQKR%oNHaJk0H!L@DuiI18;VO<9`D1|5 z7l%(__%A#~-vP9lsZ#qk+b(z&EMuh*wED-^~kt)mM)V1SpKMzCfa1vb}#8 zw!MnMmsg3>Yu(@d9=OY8E@xJ3^UzwTrJNs^0JKdYuTspGH-|nula(TYRH3#111^gD z;7->J=kOm$;7mb*W_-DLIM6k{RaUfXt19NhV{UyU(E_Eq`>+W9F^6Fz||W3|k^C>v{wG!s#{C7>n0cz>yM)|1JD(R<^1~bX8DITw@%qBWa4MH@iF%38obBTD7=gX z=+%Q(Jxcwf%LtcIwzCe$ng+=$_s14?iQr9SwR3#6>OD{dNC&0#cYtCV499S^{%f(GgUw|EuZG^wYXEcV5a#=hDCsw-pg|$!i%~gEmO`mXN?(bC09Tjhq%v(4cWH- zYg{;ffkU6Haq&Xl@3OfG!M7*=(rVbnmGXQAR+%11 zMC7+on0!KrZZ$vN;~h6nzahtchYgChhN*A)HRN}n56K`n-9(S`x6O7;*qFMB7?{YvpMyYS8vwY<$aSU1l7MljV> zM~@NSoT!Z|XEPVXZTAm%o9U^QZVi)1&m6?;bh79gv_<%0ISboct$>z-E_{ONlF~5A9!U;c2Wz51Fh^-3M|N5c2c&lo zx9|SO)$Ok?(Q1vXNTl>dhZp_ZG>}$+m{OSUeG0{Uw^*k~B0xv|QJbf69~CJqdgl+b zNYRRNy#Zv{>&GiLg=p;qi2?4orD zkmt1F#3w2lOu@78lDd^Zj2uZ0Lcl_SBaK=vn-9%_-Hv`YaHJY|@no?J{yI8u?xgV~5Vk_3o|Uh#786aK7WqN3Cia#F2PXBn8~ zFe%K*md*KWp?QMb`Qi(u_{^MY7Lrn(s7%{)%oaJv4p67Xn4hIXYn=_1KqrAhJc}qW z^@*kgd@X40=3YK%AOS{q$GZ_$6_G(uf8KGTyAy&=h|0XKl{TLxvtZP zXnYG7A$2WkMwqG%Dd^y=eJgh@p8d({a(ymprSuQ8DE=;%L%)j)lbsl2#aqZ!14+QH z?0?6~x|_r{`0E75YrYBpH3vpSRO|-9(yMAxs8&WQvTh1$!k|ITpD~SPqj9I}*&xfd zy$dQ3PLF_tDRoaYMW(Tdu3`&2?YMG28cX5*nACUeW{kokhHU2#d-Eq4)G~rUS5d(qwoGT#4d^ zAbfztObTqnGIQ5xNK`5P=KjAIz~ksCFykTskq=w)xHy9F?etJQ%jai`xl!@)xJ>nHul2#XUUq-ju*>x0CGeR>{0_{jo_F(K$Hc^7 z*VyXl5Io#3J`7~X>C1lkLT*x-07eXU7z!MhaR*yaakZJL`Uy;-e*&M+B6WH&f;r$F zCnz)-Nhw1SA@4;6-q4d7;dQwytQ~2w-uct=8B?KU+pF61sDA)kf-V-KWg z{E|_Qp`GOC90|#$36K8IX`Wd%V`R^R*5J)ieizE`LB7`WZVr*MR*YB-iz7f}(rY?>yJW6d<#$ZE@aUv_JLVMQZKTkbRu zBpr_!p=wU`?ke~-p2eebTswO`Z_12zOc9MJu0KbkU%$P*oZ6)|-3k@HzP`S?_cZB` zZ<{DaxYgM;%5eM+fJFg|Fy~L4$`utAz<+AHd;mD7x&jA0X<6BwngL)@*8w85lBK0( ztu-4vJ1<~y#H|95$eNtNjdJOW`JkYn#^-Oeb#&m!WG#SJyHflQpi>jPc(=jL_9B*2X7hzBZy+W7S#Aa| zpAOfUN1=Hpzauoz6j61y8fwFQG9Om%MC4~cvDTZIqy3eKjPEl|?zBq-#`yYD;I@jx zu(l7^<*$Ea&Q@*E3JgaGRdABCvqJ%2D4XlebO>1pP45=#@?l=#c1zTU^yWiR#OCF> z=akX3ILVi7VF>lP-Xy#c)6q52FMLQ&RZRSz3$GM`uO+g4+_XXa&y#W{@@Sjb!!J(L zl92YZHwkfCng(WzXjE+i!a364fS{F~GlbP3Q* zp}_Q$;>Qxe%NhgYIpAp@0=(3Y8yD|G0ef0oTe}We@lUrv+{1=CHCj%v1A~I#9^zLZ zjhk+8qK7`*F5RSosm1oP!JnKr5Qv zxxt*!f)s|5lJclB?LHWQDZ|06lmTnZmiv9%Omlpl8mnc1G6viP=Y(D0s5}U05I;(G z-%CoK6dK$I0#HVU-KwPLb)Uhn0y=~H9SvG$=EGxFxk$T~uJaGOnP-vHDAe?-q2b=YF>vBJzSf>EOc=FQmcCrw zGS>*zE{ZQ{cr9@y!Y(R~Fs6#;A@pkao6CW>P|ni`NiL^hjSs(uH04!PX{JyXZ1h*x z7>+KMH(&kU=(vR;E$ud#aprwl8SXM78(fVRad)V6)kc3VY@aDDBohKzPqE{MYYfxfGZ#vI>vdx1mDA4_Tym%O|$X+I!<$qR~ZV2Z^ zeqOt_@TXJ=5_-?MTzVHP8Hz`HEpXdufN{y;R&CVt8o-bbYz{$doBuc94C#{}*DyMY zfsi!N1)lr$NnESIk}I*0NBrE}fu)HcXmST>yx7%)&B?TFo z7a*7g06RNBqQa`G=qmOdX0S3qR_dHig96-Nm216XL5{iS%+EEO-(UhPyD34M^pZO2 zC-8%{2hMyh+ZrHlfkimo=)w#f7Y*kd{#`z7^NT!zv%lJx;AHLO_biJ51y$19J;-;b1 z397^N)U6>RUyog#Jmjy-2+*9)Zg^kZw9#tMUKfzgp z^rKyL$1v-Q20=#CukZLi6f301i*SO~G3(`OAvC3= z^Y7s6>TCl7!Yj=mii*OGzYYh^^C~ycnp!#R^XSM&CeG_RhapD@zfBHLX&srxN$#GE z9j^}UE_ENUg44w?)4{t9Q-Ve}mX#a#?t`yvFclZ>U0DGaN>U*B3op`v2+642r({?a z6q3sv{)ob=8Ok53Tjh=rNdFMFl~0g+I&@+Nl>6qRQ-sjW_PSJ--XOzHt#JOzsN~3h z1`~aEQQNxDc{LnW>akA0x7hkn>+b-e$6^JB!NxSEC?AdWrt zA|2aSFVcKfWO)*mc9#Xd`O`|r&%3K`Vd5hJ5ZVVh@t#D$H}ZD!%S6fjLn!y$X!s53 zwnnR%>*WixL!n9MFhxQiaeo&1T*jRpPqRGlqNcWlwdsPw9|2nnvrntW3|pujkK1X4 z{aTBdzGl{AP!9+cZquM+hyR1X9JcRB*&JTV#y@=FJpV8^_r)jn=HO5`r6(AwGAVJ< zmb0cLbsQW%BZyGuVD+|DQC(Am5FWp2G=3wq1=1-OTL>{}YF?$<6JjPkrw zVE|nFB;fmf1h{-G00E;9Iajl3+~)%B`~qeUTxdRlfhfTEwgaqwZv(*3eFCOe*}ZjYiGn~ks+Zm%GV_fv(KVp>C;V(#ObNc^>*<5O~pIMQ>_BtvrL zR_>NR*rBbAxY;5FbjiwV_`R*Uu$>P$IPf4uR}1HKUUE2gW%aG^Rpx7@Nto8dM0x6a z+jtlaOpjh(czw1P>w7u5_EjR2NAhCDR;eazU?ptj$a^K_mKa|chB@4m%JR7+B|;^6De8>3yrD$eGEVN3H%!;% zZ=~(Iz6AVcYQShEs5M(V$Tz@GL}EfuR0Pv)AmxqINcE^1<8(s~0J zfQ(o7AVUav`D>Or_jGKL7aMy%x4mh}8`Vt!V79$bX~8lHHvLY^sx){D?2iQpwUFBY zeggTqvi|t^_>1l-5T9Qn^EuV}JSPrSW5tGLdn_O##!)Gvtok%lv#X0t;AlxZwgPi6L%E zSi8kjsgB>9%1&s;f7ZM%7X7^{N|Lkel9q+%PLD@Z~a~ zkJz9Yp?#}dQQq{&{XMdCXnLEkbPT&7+8?1rCL%YTAI`bqU`rF$! zW%IvyxOexb#xyH;I!y3{7#=NyOLheSsAFvM(#~btTvcuTvh_g_R8?b>lcxi=o(>`o ztY|)f02l|H$Sc4eOH6XdSg5J3^`9##EL=6}nOR#~^Gtg%5-}!)6c!ZR%p)P^?4rCQ zBg^P+0jznEC0ByKyNEvQhf$jc)-7Kx2I1AsJo1%6?&E|%B;omawH5@%VhZCPF zc=KBN<{0|r&Mw@6Z_WP?QPMr@ zesvuh>>EowVwf`c3RP|1Ku-WS+AeBvbWFp0sLSN2mZc3dj@Mgmgz0zIi(ju^QRDn! zIl|L_{%rocAbPIzJ8I20$5->;(1m~2P?9r7khNjH@NGYrnpQt|jnnGTHtY%M{qr){ z`AidwKS|LF9Z_R}|AJV!VN1WI+@5tH^=S@XwBH=R|Kw4MR_zp@lwy~MMIE4mo)6q!9ct#2avnozCNG)f}0%xh+RE|KJdTHQ#ffpgoFW5 zLquX?;Jl5L8p6{a{)0Ln=-nzw+b1a=(^Gu3tix^E3^=0Zi(&io+V(A4vwyP!ZflJlpc>EUg35rzp(| z4o0t91RIffDuwLdr@x4q%gvGH>Xl`PiT;i%2j@}4`^3zn zU42J1tc-sf`{`NhW?!?g-022VC0~Xw_jeR%4bnK5lxJ9>QVn!B^nY<&qgk!XxFRfcwNEOHGxF(pM<{mB!-quo+oh{UEfrv>TtQ@H zdeTEi7oYrHgk5kykqjdq0CxA{fx&4djq@15m6|5dyJR;y?$X{%4ENnAH#(U9r~+VLJtf>D%d-^x|FrFWSpGNzi$%0d4uqLV>Zd_fCr=p ze3OH%f+_GPL7Ad~RvOo3T#A0lkwyG|;YO`!-95u&36%<>T!$%3&r&s75@}n4l!X1o zk2l172!S!=lf%VAO*#IllK~p<+F}z%YwoF%r3)%$7REO^SvhM`7VtCQYsdRCT0S3h zd87K~8K3qIR~ zhi$(_-rzeObbUG!CzW={8s4*h{|Y5jk9SIbBK&)-cUO|{q0@h!G&J%dY4XYQ*z%?u z|B?ywg?pE~{*;ZD?B-EW@dXlegMU91z!9)8_3+eM|MII+=3;MeulHh_e%gv|Sf$IM zK4}?6cH@%&XIu}M>*T!Z6Y411x`0*y0`ffMis!P%e*&PIyDp?~AZ*(qz!2Yip6?F= znf}%hYGcD>;;?1&r{&-aFYh5>{-E<*#iXTSirCq)R##Wg*A$kNYyd(N0-rz7TI#70 zNFV1K9j|>ebNd{c!JQIDs|FK{XJh}_c*zwI^h{&yUs~A;4{QE~sY*P23nhllZe&VESy6c5Y}$~A)G zE6spkGmcT`?Hz3Gi!(GuKJCS)%4u9dH^!eIE#)Pgxo3|5qty_A!)Ep&fMSOF)}wW=qOW1jwp#n?*47rU z^nE9DY6H(IAb64dsK)vI z#dq2fv1D)2Lt;UDM%zrS&vN9d8cW(0O7ac5Jr}4X7C&Cn9fsqw*iAfKTTbz77_|o7 zN+0sMI)ggdXKC}(Ym~IL>|@N#mkN1CQYOlCgvhUr8`Tf|^gj(O4lj8@cwRf}5*>D4`Ux}r8ID~s4VBY5N(!;?4p>=2x z;CIT*O8}ARdZM;vd=(cijbcbGdH)2QI$>N&ume+T@3wf`F+Ur0Z?O~2zI=j1QDMR-=tGowT5#KCc<9ArpS%_aJU zx(ZB`;$^0Z$%?Q#iazrbNeE*{ZpM_tl8tY?QQo0Wh(9|mYx$P(y4R)z$_KTwncoLL z0;J!oGLTafM}!9l1WU#N?Jt zefmqE1*y}87<*M6OX#oMvT-JI)USwT*;UOxyC+?eAtuUqG*}X(FFUkW%?~}SxW)%t z8txspyj~c^(Y{Wy=-jt`H}P63lHxenjf9TB@S>vGO)8EyIB1Zf?G?7XtMMcu7I&=j z$VfGp^wJ#HM(!XLCpjx+Oo*44*7#q0er*B{>x*Yj^!l#r*!K4JVqJL!1z*6eP}A9n zTy$LA=-AkM6_q!foScBU;16I=zVK`ja6u5l6BB!Zk|Fv2JqbchuDP}KI!MIR>+2JM zdb0AB=g6%Y$gL-UMFa$z%YR_CWXVMF*sVPO`0=C1q5C2#Ui-FVWNPXlAm4y*Htva} zQdLtU`;nfV?F+7JjsQjXXfzEL4It9qaQTt!esd^o2#7%2TU$#2NNRd{Fb_iU?0yc= zc7Qa0G^V0tw+Okk1H7%5*iLk~0s!p!8knFrt}Osn%?NDa zt%guA@m0D5%KabIb{a zJ(B@!DgrQHk-h_26O89?Z!ZeJExfuB!?hnud`!2+v(6UW&2;F4c*EYu{`W@uVV?r` zmfP3%lf!2#ZKQXhnD<81ib(7Mqc}xxMi4qP{n?O5lY&`4V0((5I!YRmr-IAEv8QA# zdhSGl8%ROuy`e}uL1^EJW4xiG4NuPnnd^SNviliO_x!!?YjQ5Kul!uZMHeC>?Ntp2ZplriP##MGq4}W2qlhm`?dHzOukKim z+lIsPo&7gjxoN3$Iuzc2RD!7URw37@@BOy?)~?7qpD-AG^q=<^5Vi7uC5cSh^9oRq$q%W^S2xT=1u{K>xtJq0qR?Z z^g5oq!QbFAGXiYP7Ye&KTEk$U0Yq+NFy=DJC7^KBZRaEbE&prjsVAURUTrHuXV$L( zjHe9>+l2n|zrHuDodpa}Jb;?v0cf@5l_2H~5Ons>b-@|jF7f|$v!h?hDkJ0i);j9i z_%20wndV>J3p$Hs$t~L2dK2#k>R|MFh82vQkFGC?ym$o1rFBuF-y)$zW1>Da&rHuL znv8A0_quF$Q6%~*@dfs$6Z!5XHYUHYp$PwL2Ir>E?u>HGpmmCv5C2EgR{%x9c5Ndf z-QC^YUD8O4NOzZXmvn=qbayvWA|28#Dc#-afAhTGKcmCWz|O+%9p_wiP)qT`66Ga6 z@PBZGCg&rHi;t;6X%{^;U_*RsRX!mXYm|s>oJf4EZy=#E@ud?ZHw#U&q%tu63;cKU z*x;QiI>WJoa^xqHpG%K~(A_3d=^k&omwbF*;(C=ot^StVaOuD;x1#DI{vF;VN)&5( zes3b#M-c>y+_)l{WzWBj9B>F;2TFybvQ5Pk2bTS)->~AMx1+R#LYOsFe!#~PKeS+& z#*nkPazgu$)2fxYKSQ@!--cvXlVcVQC{Zzym&&~{R!HHU(-{uGsT-^1G#k(x0hVf< zvU~8XPnLBbL1Zm9R6+P<`ZdetdH0 zEu7`CgZGNs01gGz)c~$>{A2q4eC5>ldwaX!38?Ax-jYIqiDCbpaA4FlF}NHW8XMyh z69Gp74QBOmHLrSFH+N-%C79)NqY04CE`Z0CR9Dk*b0^Qtd;)X%2AGc@`( zLncOGT;nS>`ic@Bp0|KKwpBYoya|ZEVnCg0XcxBaj_zK*j@(QDDnrL4Ss(j^nj za_^5J`rYnvsR5>c)o6J0f)RFGfU7eBr#UA#cYI=EFVKy+1113%3}E}N;~0+kRVLn9 z@7w>Od(fG=ho7FG(D47=PuVL;!c)Bbdx2H|f;pppQyJJ7eEyO?F*oJ4R3DcDpNa>& zW+^G0zmeO-u1xF0TY}$917j6k{0}UIIpWbD{v0~o@YFlu zXLnJb&|ovMDE!EH9ylsH_Tdyb3i63b{SZS@1yfSok6KZBj!-^+Z)SpD7{iWq8sv6E zUAZ;?);9(rc}hwIY94lsMg56zJNC37NrMRHw-%0I>pk6nZ$wL9ei5&ci(@=*)2o$V zYJuYIJF1u_RmOl1i^=O|fh^ccfco{XK~L$^wdIX7e#do*7{yXjbXialrYZ-i=B>d+ z|3x~I-{I{g1yTo?)pvfSCW3!rDYKi(@n2gtb+)%e?D!vSTHwpNxMZnS>;0pcEZ8tz zD19)p$nfZp`dW>bNFj`&s&Ana1^I-ybx1Awy*5Jsoh+=K`LFz3d~)MoCc#CES&u01 zI#KWsew_p~6`d^Y`!-ZiK5d^XV`z}hqa2GXDZYORrE46cEQ=wN+BU+x z&Kfq-(6FU#!BDxlP`RL{klM{G+k{_I`2SjfJ_lk9F;Q=HD{pl9R4lrSPA2 zFb_Y8!bVv44KX=ZPVT~$LW)+cmvPH%2LnjRnFtIsNL)k^)i#f7;VNb#9nuJYFpe3V z8T$^)qi6UpLUGT=XmYJjuF%ppJPPnGdSgOJmJ}=`SYFK-tJ)Swn*{Y{V`3uD;?#H0 zH>`$=ek0*|Q(goeNTN8}*EF2zyhjwoK~4YNfvrV1fT2ve^h9|gelF?KR z_mI_>I8zrXS%Ut@G~K7bf-$}rU-_wd4$VAP_)r(^f6#$8JH-EJp&WK^VSGIgy!_)Q znevNMiSRJe`|q&^N5rBZ%40tF?%53D6D=UIe`@4QBUry2XDu4#$AYr7geVvKhF)Ie zZ85fl;l`j*;je|6brzWg(a>zrVj@h$@Hv3x8}&f*2}W-tg38%@8^Rg28$l`F5dY-( zpyoR;C!Ef_DQ9b36p!Z}l^r@c0}NY~rQsMC6&(`z_p=5SqN5fWpPtp~H)LBGB9T@1 zDI&z1te*w5AJ2W}Vo6Q?O7N}B4oYw5Va-bL83y_K)~RaqDt197fyW&BUDMx0Q;N$(ovCS3jAyMpNs% zSPwU+`3sVD;-(qDkG#I(yW2u`m&XWS#FPGaXz*7LVru*kM4%U+r_-~i`&qYoNG-Gb zd1EtnGYUg_ZDqrTKLig_Xe{SY? z?aJCQKYfr0nZL$x1Q3N={yp_ETnY>8x!ob?Xd-~!4rnPc+JY%T8to-8Hu6vxkxHaO zk1SJ}pZrRWiCr+>Wr}pf?wCr>hA6_%Z`LPfDaUu6#Sf8D1Zz`<)!dm0rA#2t~r<51_La?sWcTb6UzsYU_I24_sPAw8wlpAV`G-bho9+ zx6YRTgfRG=A>-1&X|f0Z4#1kUor#ebMRhH7oE*Ve+ewV1B4EwpYR_doyRYLy_un9~ z8scj}LB93Yv#1Ijsa1BYxn+aacEKx%30TZ>%MF{eYVg3>)b6CV&-sbHmW$r7%qbyG zwYAj~_fm|m>TP>Rq-Y@|?LrVFx}_kNSr6f|(-#&t=;X9|nKB{&EhXG@lnB?C1oO0K zp_6EHkonB@D+fBhS1HZgJ2x!E(Wm$+WeF1397GOrj`M0Zwu-q}fC5ONDTB9Ic2eV; zFia?w@(;mb!oc}c=r^Bd`{Vk>v;^EVdo_%@CLA7@WZle+rWwh)Vv(!ACrL5{mR2g_ zV5wj+<2a(5OG4jdt-kR>d3>C zP8(AXrcnRn2R2{(v`wV@_!C4Bmsn5fA2V5SnB8>hi-aGsS?E7fCyTU)Y}0g#YoAHt zJ>f#+T7_lE($23$UmWXGRCQoHTnM&qu*F~_cLiZ4W*mvKIzVx7a#Tl$8#el8xN9>) zLnCET|BvPZYL?n$UcnbvRR0H($3qmTKoS7OKeggyubVe8z_bnFBPzo}ZI7x|&}w0! z0}6WhDu_;EDdVfZr~x`Rcg6xb_nqPV5u;37(Bx#QIg|*LaOYTZ*?2%#EUgo#!U;Aq zmviMNhGmS&2XA55`Vcb6OTLAg@7a1!OpIkMa$c71OiQ;}h`uu5y_@ooD*E-`mbX;K z^%cpYkfv=pSp zvlRQXTF5g&N}(8AQANhr(%{^&em@JkET)K!z(MzgYt4Vwp0w~ku}P$c{uaH#fTJtH z(G7Q8hfLgRcu%AaZ`#0VK=?qoIe~0ped5?zU4&Z?ST{buVz_FWR$bRYg z1(W2kka7`Y@2q+Hz#0LHV9MN(`(4#qWPR`S2}*l)MOh}`nb=^xkqZ{5Ex-k(!ek<4 z;^fKXsAl1bkC=2(z)f#P5#0QY;SMveX6n2Ij)`WP4I`^=Iaf)8 z#DV+&82g`QA}#b=RiQ=3-mFK7rQW%XJDkZxV-rVzB4tMF+ah>!fQd7# zJ2R?^jJ^ICPZZwpxM*?RxXvzZui1Z8(}j{yqpYm`)jvk`o0U@W(9+jw%=gKMBY#7| zW)nFup$7MDh`v zfLC{7alx2F*Ja(uPVKCT-4ee@WhjSsVm+|#<#cDlw)ReBZR*swi*HN+>qDQm3XMF$ z8Sd0ywgY3xkC8e%JM2UdQ-#WtP%3XjLzYjXb%W0!-sw(m6uDp~J3)I%KwM zu^bMf&&CR*sD@3VJ*e;Wy7w($>aj++&z%3&SMM>EBouG3!0P;|K7Anc+n6muCS`}W zs+d?mY4TfO!y@r5M_PV%AE$#Ku8^CkYQv&pXx86N2uTi;71L>eo$mFx(>cEr@n~BU z!B|nDRv=mLLSX zFWzQG(~bGQzB$~)i=MfjgYs_j?-w(dA!)K*P6o50UL^@y{{~I!J_%K6f_F$u-D3_m zGq@K<_BQ1E4}wdJljU;O_1;2Jur%&*E=I?ZovpEtRG%naYV<8_)3h5bahzOr%s z^ zv|F`F@0^gE{A=e=jT>%{%9Z%Z5;SO=o8g(+!E{rLhZ=9y>Wfn9)Lmihir3hJQxG^> zZP#k@GY(MT9lmqF_#<`DbWVF-@WfgZ+go}4-1zODxdTk+Cj7{in-$FD)%A%=V9+yR z1-Ne>8>GCce>Rfbu1?sz@3^y?vHl_@E5Cp1QQ$OgVcGrf#nGFDF*LazR!^cYZ#!CS zkAeeC^{G9-o#f^|#4>4NFR>}_HNTT_Dzbm?NF0Hhg2|yc8ZPaY4;S4UBc<4o^cK}L zMhp#JZ$TI! z_e|E_ON&dhQHwh<5d&cQQS?xLjyD;#+VkiAMDJG&34Hg=Us=K+UQl41NP@EV3(eoN zkGz4QGss>t*p4Dvrh8xPaVoP!eI?9pw){@LQ#gl+?4UOsc6@O8*-!(7-8UpLdA`dh z=b*Er8;DhGVhE%QZ=r>(D8mAy#`D|Q7|e#Xl$7UHU_{%w-c)zKB@*F_Yawgn;50N+ z*q8dCJuEiHH=Lxj(7+Vab|OKF_y@u~Ny2 znaSbRooB-V8OL6ilLy#Bxab{Zl+)y&B=Si~HcBRX2Z%azs*N#-i2N2iF+)6ON4vit zu9k0lF>QO|w+c-CT(TeUR(=}%?GomPR`(^piK6{fjOXVB6D^>m+_sL}x+Fd1l%21^ zse|EF8aJb4T74qs_BcU4a+l_XyyG_0;AnI&454!$-mA+G-&3r5e?qnxaY*M=`!&n~ zu4Jz2H?PYzd(7;&4Godvj%}P=f>h8h!vj0Bqw`Bjvx@KYl*445P z{_NKNy3JY9GCaI@*;~j)-{&Bw`E6N@xCCNKgWln1#Izf;-Yr>HdK}}?gVm*5^&vD1 zg>GCf`1M1?ubiL7KNAxkr-hgeCgO;DGJkTzh=Q;v>u*2v1ici*uM)-q_4p7v4q|5% ziGk~C*NC;yWC8rs)HkSV;vE-q7Li}1dC8&A3;<}pkeTxH$)({p&bszF%2Rd~{8QAe zKf59Qundx~#_^MBVz8|z70^}_TJy#DcP*4m%7^`yfUU7cmKW=@cCRVnh9`)$xPE8# zuV6vd@`lrB*2YA_#Qx!-K43V4;&kG`TIe{XyWlQ7MZnt5LM(q}*I3o%j-Ow3gF1mI z6}zs63Dx~cxM|)Nc{PT6z%l0pRhZ(63oN02soj9HVDLL&!dS~SD<2{s@z<7M?-Y(u zQm~^*(&{cYduq2>jWDhXU%_E9Ju6*)cOS()(o|Vs&u49^014|0|NaRdIr))6#Z9Zq zw7N3RZB=E{p>1M>rF{D}*=h4`CFiJdMM7Q%x8awlaTgrE+vgmAzV%-Tx|>obBX>L-s4o55(Z)8CsjfgEWibD{^S8kZ_p6>J|B>D_m58G1wo(YE= zS~}dq!Xz9r^Kacm@VH_AaV++7cf>E3s3dZd^!zd~vLVLU;6RHY?cNfT>@vTrDRV`h zA<3DY4-ox!Ad?RW-rwl5J9u3v&GWw*VAf#ad>6O`a3~e}@&F3~RzwVsdQElJVGL5} zj=}o}s;Gz$D4Ol_LE*-u1Ao-iC-{oqA|?qnKDI)MOc9nw#g0nSzA(Rmh%_p!D~#Kg z{tT)^4C4WZ%M|Ouh!3EkWQ9W*Nc-@|-so*QJOq@p6V;|F$#tOM>vIT)I|9k)kXFD~Uv4Og^+^(19ymM1<9jL zC;>JaPS{R5mYC>dKgbjpIx9Zk`RMrGN`8O2b~G)TgNIHzA&-X3)PIpM?%aHClZgLV zA?%%ccaUXA^Ktc@*+LUsgKDX92|w~5kDRQYcV(cbR6M8+$Im6NlZLT-6n=(XQO+&J zzA(ReOe~Xp575$mX(gkV^?cePAsEAg%kS}tA@`4+zpnhUB}}4Dnlkw<;k*4}tY5DD zzc`%@*hCY(Sb=S0|Ef%vj~q9bmxmXF%^R7-Z6zTR`8+#zvbf^zjFL7XQ(HW>Wl7qV zEK?^$hr5OeJDf(Zso6lEq6kkqlr>oJ!+}(B?lH_j+w_gvvF@~pXDXV3ZXLePnpsXJJz-Ifpj6WfbM_1QeTah(zmldCRT~3JutF~N zf0yat{|;L5Jz!NqW;Q?|y8~S2b&j%10SNDX+RQ?iMQ_DK*p|$Hopuz zO!|-R;L^}WGt^K+k*J&*X=b-(0s2;FWzwaj62jd1*4CSNM72M#gF|C_y}#L(1{yNW znzZ9F_?VfIyEmhp?cWpLO!)Npmy;{Hp&TR=I zQ6K3h%7-Gya!X2ap+*3_?dnXb`!R|SJGS$!IBp6S!@I_JdwUvc3=VU=Y3)b_0_fDsc94s(R;CO>bMxVPO=@IMjDM}$XC@6_1O zP)RI_xqX6#3PH|RvoTg$DMdgyN(*c+5wu#t5)`~WG@Lexh6*`t5dB4}b2+7@qjbEO z534|SJogjE_mehh&X(=bo?~`(DMbMi6!Q+Pk15X{w5F1OA$;mFBpXW$s<5{B|K<>@&&j+R+-fq3#|$w%t^jX4C^2UX}~`*b!Oz zQF)djhkV-dn)O|6x-Bk^Gju2`s)H7w?6dMoV+W8L?53x_-lvrZ@ z9FLxcn9GPj` zOPA8ix4T^#BXbeLWyxXSPh%9JTQ&wlq+1o&H6{n73F+=&8HcZ5M9IlIgv^yI2TQ#_ zW{zo0bZ&|)tY`^{-Yw{1LiQMrsaY|&{NtziclRH53Q8+30N1^wOXieH++9W?n?b$U;KMJS5Pkp zt_+tC`ipSTz53j(`kR{5IuM*Ev;(Y)$FLV}cNUAfcvH|hzLyS*@Lnw5#AA=a1gvAT z%pYENZ9KFD_WSRYviOj#RhQ9r-fy$VrNzV`)zs8{4tCGo0keg6`ty+);&OL!IFEZ2%e~OgDnaHh6(Yvs)M+gfJ)r_O|cJfAXZ=Uv%;a*Q zhn1}@gHkA!g;uaDv7?iKl?eOPs~qCY?oXKGwHT%rsU7^$GOn+UI^r-_Gliq{7ka|| zWi%DGl+H_zCjstU92-&2Y}^yN;0Yo$!6Zw2(dt7)UraJoop|naTrbiI9CO*6m9+rT z+@4dwc(6hMxbGDSkrsKJB;atU>joJW zJ7z3@Rq{cJDI2itaW9j;Q{dB++0hd&piSw? zcfdN_kA^uVP08`wm8h~v;EB95UilF9tR3pb53#3+qhzv2$j@|_3mg1y-^pH+2^I=` zq>Il?C1Uxx`QaB$qN9+--EdFh~dykkZU}r)3@b-+k1}%`q_Q z2_J7A8OqZF{?h~vZ3|X046~d0)BI8nAB`x!ZOV{&=4sECnXRAEFh5j&=c zr1*Y#;cC4#zM|oZg8iuQp}o3I@%MelhX!(^+)w?bGn(gfP#d?umCAtaqb2Pl^|%Zsty zveX!ayM24=6I85NP}&@W2eorXtE%W?WkMibjbeKXiGF=(3ZD-H*yKy0!iI_uGjFbw z{wu5YhF(>UQ=|gEPrM@cLrM_tJE`UmI=A^HC1JpLI1jPxGOw!}Kw{3GDlfFkA}c<2 zT72K(f5QC@I-y1@yyH2!e&HESO4Zf?Mn;FefeQ)}OT086&!Mjo_wlAXx2n_%x}phw zaf$V!n7qC6?=kGrpv-viW+=?5;7Ta~f(T3Y&59Fq^GzvpvSoTp%7SjV+XY;W)A)(k ztwR?iN-BfGED~8(qj9+m_jVaGo52S9afBT;nJ^)u30>Kvj?jA=wH5BnB7G%wk>^Bf zL*HFs!3dlTJvL%!^piUli_et+&DgHQnsI^pNc-vlyx>GNj;0#J#zFL@Ejg+d7#Taz z?Ye}80;R4ohb34|NeNLp0$>7*gfjCWvtGW&)UE({rDSUn??pT z4M*01YV=n@hJA?AWEGJvftAvGAMTqh`}%JPvLHk7ubv4_gtdo^21LImTFB45$t(ZeOk<7A|w7_k}S zWGFXBI-h=bPOPkq0)?GstMh)%<1;vJXwbt+gTVORlk}SVO3ixezCmgK%nOY8oK8PypS#s*zp^QXZaUU?$u~878DlN+OLZNP0}0SpMxg41hyZg7(UEN zi^Kt9uP7iQjemOb9x>xcO-dtinsL~>aFMa)hEiYyVK2vHX7k* zB)b;`Qa=#=dH%l^KuNPghH)K*eKL4VT(~!pz1MU;+U}mokH^LrrGeNk$enQ=;Uj;O z?r=}h4XX*#x(oW1Ve4PP3G_~p%>@;s=+&UTPs&i!I62j%mw5-* zMk=GC)G5nrH~R%I%EHd2t(}aD)CGCCxIz}t^sFWuw|{I*Q)Z0%y|q;~C8w#?kdu9v z%V1{JcA%l(Nk-=j!1?VHNBH9wTp>IXI1cAb9OSCqp$-=C3($C!J}7)icNvxOWx^2K zv<|gc`ZicnkKID|!*nNQqp`y+R@M3P;M;$gs~k2w{DGc<;r`gp?{@?i11}IwOLKh( z3R8Qq^6K19R}(iYD=RCsn`2xK=g!war~~kyGXUi)3T{5gqX72ptmCETVnP(?Kp>H- zb=p;Y0hjWt%RN>mgC8q1?__MC&-{rrSoRmEtWso-_NA%ERNS3oWuQbZFQFMt{s% zsmCdQ9#n^4xROAyspE^#Av!Ma0gmICjIB}`GmN|nd(I&N6%{^j-@bhp{I10* zB~2y5^+OATnuRlzz@L>SHY(TJdfaj|MY_U5IE3;TwYts@tHHv zvZua!Ra?ONOy#sh2j6J4p1%NU;iw)J0Gw@k%=~dg!Q%j{IOEn*hWA=@cNuri8cff%fbEr&SDNc zH?U-{f^ZO!MfV2_NKOsrt8^&C>Vw|(YRPh!*;o>9D< z^Zqm#t&7k$idwd%W?Qi=N(BC0yuC05m6 zQNw~f_V+#@dP)w{oeY_1Wa5&C$g)jhA8m!X*>&D0whX7ld0=aiI9VxJ%-kQ8UQ^Xc z2o`ZFI&;|z>U^K#S;$($Qk4`C^o2-^6_7hil1sAF>7Uj{#%WL(M;`~HjVIpNT2P@ntw=uGY; zrPTcKrm=5`F=BG6b)A<@A9uDapHCiq``UW5+DhqO@5*G1Z){k?4ax4Qghjpw;qd`4 z+wIew*zzwf4w&)f-hTmNuoqR?QqrbO>(nGa^KE&HOs*pD^^RRz#eVvVrN34rl<^#~ zn4*;E;U*bBK>h&`;2Qw7|5NtAOFyZZX1lq-Su0cEI3VPU*YYL9kFIk))_M&C0T+M^ zF_7uAjeESB$bn~I69xoyG2EDNopC7PkJ1yBZ*Sen@fz^M1 z;@0^)`{k+_ZFCdZEsKCUUp9fd)@&3XxX(V0vFNrYzRIS-5&RXvVHc75PXRE*?xcmI zIGuNW1$XDK&I7PLdA6T`g!ENJ{knW*c{55tgwawe=$+Gf>=c{IOG-~e#P02x06cnz(FuqC_B%-7ct^187HE{K{hx(6G_D86TJt*kM8Aw(V~WAA|V zGgFWUM9v9cmnu1c8{-n#XAoVM#&D%LKg^d`8(b|*52cDbw8#kf3HK+w4O0nq?OGSY zo!%Aw4Bd@eJVi+J+bFd%yiOx?bQ8mkl$>nP9;j{JZC>M$ataG9L;5TM11 z$`NhhymxvF<+I7&|5c*eYE^@HY1hgO;8Oa-Tc1>;DnbQOgQM?^sXO)^o? z2HB@vBX!*)TcK}@QnVS{rK0MRQ<0mLK!wuSoMkISz3V#K|L)yx{OQP%`i?3N^-a@p zKGj0J;0}8WUCp*(m|ixDE}KI`M_khEp{hjIy8WPbUtNYUa-42#PBpOI{R%0=No=~k-stVPI53IXGV;FyCKPV}&FiDhUk}%Z z9#@mnlbq4g#2#A>dN{>Xb90Zm*RT0ggK-qEHvlk{z;v!DfiS68FWu1Z-*5lsh7xbY zNfYB;wlmPv-;Mu!8h=0D+|Y0aY*LWnl8>r=u?d(sI5g2~*+As|^zzbJ24f7YFzrtl zzac;vFP z{d?yV6@>o%u=+zd35~3roLsV~cBijUC<=*U7DBMt6A0OWFaQXI_htIp(Y*e=%PUHO zQaRZ%!3hAp=B<%<*Iiv)I}slDw-m@;O}|=aafyTx`zI+VXH>C&Z$OqCKW!jO6c9LU z)8rggoJVS^zmtwJ+7pU&Jy!TD3uFE;@!TKLi4g?92vKb(DVfoRIDO%lv=M5uj7H5d zjFl~!;l?GKWS9}=&VKjamq+14n3yy%*Gl8oLfwxX17@%e4~c(~DkA##S2an57{_pZ zcNdIMt5-Q)kD+nWTT^Z}n;FCS?$y@ZO{#loO7iT#1ce4+tIE*Ah`8=ex z#Aa23mbkmp>nv34$W94Mq^?49WH=+H>WxpkFchR=ihJV$Q4`ncd(xEeLg@tbRXM+s zk}mwRnVq$sY%7FnnL#`bQXk&WH(`;W#{fk2#@zVgmh3?wg9U*!*!dIi?f8L+HVlr(wP^*bO zr6WlG>+HN?<4(uGBX+6obygsl=Ls=9yRP;FITzAjUiL1pPoR*4#YWP3V%5q&8`e^O zpaXrA@bkV>y+Icw$g>I@-`xalpYi?0w(-Tg7LabGGTVhCp%0Ad1?P7PJV?*$58VhX zQ0U}cppp(b)_3^$qvnrIG1IZjdN9t#Yt#`2jiR!uYEOYIoa#Do31HhW=ZEM4?oat zzmO}p?8_@{QpCn5hnSxeMv1ihKJ?ep9=Vf@U`OFyb{W2pa;&W+S>5S1vidCS+$io1 zgap@A3(+auSRa0~eeMtxW?M=(3`N<@xDT`EadxAu;~4RnU=LFt_z|@P#U~l=<#usv zP@AvgNC{_`Rh;qcY$Sf@0;}#`j%CFru25$={3{DsdVGfR)jXk@I6{iGEa^A~ltA3H ziG5_4Ka=e(YdT|!*@`X2l-nI@7}Pfn$3+5*(E$Ofw>6!|q7i>{;G*lNhE=fg_2)u? zajDRdWmc&F;N6X2GUiB+X;Wc?sxoXJxsBDTdA{u<(7&>D_3>kW16;y!zr?cjs zatj0xX|JV(+L5%ek#=@=Tg!&KC8ae>#JiXVmFGd~C=0^AJe8a3$eOLTekR|OS=FHq z&x3Eai>m^PqY2^ch6%!6$or9zAw+AehzBoq2#6n}#+4jDZiO|#JX|B)5~?x=vg96F zEGX4iM>9S`A?*JjvJf=#U$x72@oHED1*yuXPn;&)eaab_{E8RANLsVT_7wy${k$q< zc>}lhZ94UPcFe1r&f}+@WeKpJ1fd4{j;63t{AtQHyyNOuidnyXoaD3}WP8AmxFs?M z24YciC!@(c$sS^_f~yV^P&yMkRv}BD#@zjMIzBwCHRuW;8_@n?zs@`6>&=>{!msac zxPg>URZR8lls%v!BylqUFyR_gp-*3eM4g{}qooMbtT6m=s@5M#qEp-vf6a0f@+g$~WZZ?oe`T zASgZ|$BeG6w)Km+i?jZ1Dz)?J)2z(cTXgE(7yHCrPVkwy9*_895nYmo_kTS zGIg1}7M5oie7Bb1Qw~ahRg}q|i+7C-=O+pN+zn=XMGvm7=rYvpxsjbRhIejTY+v415LySJtJr1`lL3hVHfSWcVU1DY*VXvG-{Z5fva(cyAwX zPj`U}k`3ZDT&Z?RS{?G&zB6?vPpZ6*_jzAnlP)lzfwGGQq6Bz<(yXQa`QJJh=A@;i zNnyEBQq}YuMk^*CWRZ&{+5zjh)RPYe8246WZa*rPl2&8OK@@&?0fjAUx81@mrb{z~dN!x5JE zExf$!FJ;HLGa5DsKk6t`gjoQ2OzscJ7$QNRf0G}*aLx3;I0$2cbv8y;}N5LOT|fgW=M~%sew# zR_^((0s%uUb9Tmgo-(#Db$YOV8=dAuMz4-SclSeUrj7Ng$j0L`j{o1IC^~mWYB2|q zTzB%oA6;v|8mZ{oD@E?@@Wpkp+~M#Cs?2RzA!(EGhZjlA}@=Sf`v zon_4?Ha0eL+wlS#J>a|#u=U*|3GKiVl{eJJ-aAhV_lq!^w#EmE33o_Ywv3EOmW~L$m zZg|9p$#?lNOWWZsH@98yuV1-*`-t}o(@78b%ndl-EHAHMF*|&excJ7K%p82XAg2`1 z`920qnU_RnRuUu(RFowdnX^H61VqTz))a5!mRobPW21LV^ASg`Qg|1@bGPQHuDApd z6zg}9H2v$){|62WOTW&dH3x`)aokVRACYF1utdE>wZmPnBdBSzR-6|3c6HPo79Bs6 zP+qefQS2Zj0O4uGxrhFUrt3vj=7(p5$GycBnfa6cExuej`PS!*H^B)%ZG>yn4LE}& zAJ4)>{#Osp#Qoo5QKp6Z1$?+I*K^uROE3N~#4^76YHCTCq99NQI0ZoiS~n<+>N9S= z*el$x#C#UoW5~|V9#4IQ!6pS@7S&=!qFF9eGc(AE#l;W2gv1|3@ezF9p(G3?e!Q{% zQBZvAyZ6P$rXVlRXrjp&>qkEU1$wU6HGSBC(wYXlA#5AbZC(p*r~xq1D`#Z~9RxDc=X7EUSX2 z_U&!{{dhT!l>DC0*y_E!AxoJrNlU*GPY~`^$I9J~SbPoxZ@Ocz|Cxg=0k6Dl65Y!9 z%bffNLCq2|s+ElQV1?u@F3kVTwigUq+Io)x5Ba{dp3%~^3NEwRdd{hP{;)-LgOPeZ zF6KRAxmEG7S4O|+!DH_4Eh80>Pgb=0@l)DF>3-FAP$#lK=}O|zOH-gkv|cTsX-Z_$ z5y_KB#vo8>aYOpc)lN|(Bw6YBuT_VPdhICy9RtW%*!V6%L&jVjg>?KH4ko7jUOOm;6P{iG z4rTyqVGQ{LYHM;4^$BoYd{blCR*B_!q8z!1{;k{xD3do?9$?*P-RU+uNX9`&>IzAqtnaaUx4G#_NI@-6> zZyU5(THQi-LMK07B6?`-T$NK>>A_$~5ui|y5f-$t(#lh)Ut1r>Ss!>u2YFgby*oWM zW~6uGJmT}g>V4kw>`T*I&UapYDPoV58Po#MY`;X&=zqS}DV0Ex-38+mA{(I|b1egby# z&(a(?+Oqid{~i|&o0YVcWflY0%{j7%1!mKK{McGnx&8k7$xE>Rl)-TRuhvi!JckM~ zM7*D!$9)FCydp6R9i42rOAitcL^xtB7Q<&m{vD_B>*NkRt8;I`SEOd*x)<^nNNAPd zSo6$T{gnr~~Mr==q^V$2B-VJC04Tn`BE9r`Bu8f2NP^axN z4tZ$eQPaMuH`IFv5N_P^y;Tbum^Snc(~A54OLKH|R{zY!|gSVQW@jIArF_9-a${L6Dc=DD~k z=h$!Uk&22^P(@OPF*regiH!cSH`+fD6vHxO z?U?mNcC&Tpdp#Jg8}UkJHHpGlD^mO5y_J@OVx`0X1PwMKIfWRpx1PI?>5akPF z&=-OA^t3BN($G1+E5}9-^YMe%^=J(rR%BoIs}c(WA0PiU;rQ$xdTn%dcDB#X_cA@v z*sPwmIlJBbaI)ZO zzoeFO5`f+$)#~*cHp-y~nqLL^BAVoyzGjB8uMdwZOvTU&nEv;9G)!Jds!s7H$l zRi0RwZ9?$Rnb4C_@0F{qhx+~}92L@EEV?=Cd)a5BD@HVP?Rq|%N1LE9LzPO-M}dXa z0Td|G-|>B>3Cv^ztB;G*L1S4>9fZe%QEH8O#%6AZdgMNJRKq%jiN#4@_v{>hR=F~q z&UD1me;OMX`EE_)7bTxwek+`V8r|pK{NjV`ObGF->QCxU>W8Afgsc0B;9#x+w~I$z zzv9(3!7{HZ_+Y2HqB>eTdTJpFUSb)(Q?_E2Jz7dkgelw-nz3J|jfjX=Pio#3HbW&l zWOyWtka{;-$1&IJt!Sftc4*~R#w2x!fUxB z?DOCZqKdzOB!tkO^&CL|0F3txgiyamRkMTnDVk2K6;KrRIiM@ zd?r5@85Bsl1Yz_cuNCosKRUlMJ1gnx%H3t~t;K2gVw2=wN_;$eVpd-^2$%u6^WO$1 zUh_T5KUYHL0IdlNi0B4?0B-DnxVkzH3^Jhs*eva5-3TB`UrXy_2MUNS0ns-(O-Qlvg>Dm-vcQAJs?swYYg7kA$|r5wa$uM6m$yW;(KY4g3Te3tXe*qoU_S) zUG2|UXC}roL`sQP4>`(QDQqZ$U!XQktg@2d*1`r+=P)Lt8lDE3Yi+)xe|en--X8X#3;(Q zJ2bc~#pJH?$M;$g*z9uw z%=DZuiE3Y22D*1sj`m+z zHpLuu2te#7Ba2DQA@RwXT=Fylx{i`KXqdDTPT25zo2)EX+hbSzFFj-2qkEwrP{uKd zzP(+rj+}b19MRkh+RG3rr40Ft6w%AYtS+ZHp5tKAP%>@~RtcJV`L6u>RylWLmmu%) z%iYpn#A1wiS?-}M#VkDvdVrt@YkKclLw{WHL72&gG36=hhoIzVr}>B1S`)oL8iI0k z(|SNDTu$AdU#mV)SWcii#V@d5t6#;}|1=ppB|4@zbuMO99$a7~At7R8=!(f0)z(&` z+!Y%vD>ibf?N*DFs%EI*aOsrRl%+4xDpIv9izHIE>hCXX`NR|25fG?~6$cu4OYjun z`Jrix1xhcI)|u(15`v0<*Vr-=6Ze~GEDWj*sPecj<}Y?=6Z>o`ss2ZrvHq(;<53yk zog@N{J}k|^7E(`gb1w)c4hQPK`9(#Y2;_>R5U?4-6c{*Y;MDoT z!25Ip4K4&=>5T*ZZV%lX=v(D&{XkXOJ(8P4?!{37040-U(sq3otZrS@yS=TH!!ICoLTypq{3M zAvE^A;`4mo(>LD<%S;~q(K2Ze6;pHh5WN>PFHaixl%VXxyFV-$PrJ_W=8e?UiW|_> z1VFZH3JhROn-RW)Qm+Kby=z`{N8RH~9hVm{mMA&4$l{&xYjW#nmCNIXNiPV)KQOxz zF=b+pB(*NV8ovH5aNJQD9Q@US&kfAeXY^&AFw8&XjH8SbV%oKJsXSl%#6}Ia*_FY; z8C52uJf&`@*+1=eOr8H$7ZFM*PrwK$gr2_+egj=a5zYv1{>I0e`wPh>PveVAVd?Ct z>Ix7GJ)Tg)S1Od6R)3zLiuqpfzbhMw|26(1ij3@q&Z!Uq{hM{70l}dJ+5XTGYI_Px zv2=AX%Qi9I@6qd*_D{zleUYrWD9-4@`26woD_lb!qPmB8!}w9pd2o0% zIf=)%pQaT+rNnWJa)My|NOS;je%Jrrj&zAJ9b~YSmgoH$V=upZe2vd{J*TT#!ASOV zSWPaAoFp&r(P8YbrBD|<6<-Povu`@6{nSRlznZy5k zn?|&*_VzXTcwn?3sfnH8J3bbt7iG*2xUL#Y;6@aw(jq8DYsRR)%7T0r@M}lxal2Y8 zcF0m5`#ROc?O41tJmh@@A@@5L1QF56-esWKTM_#9h{NIZZz9078(TEX5axHe-9~Wm z-JKnIojy7+Qs(8wENy8ypL7N>6U3vd)N6 zq42{l_-!4DyRS>@H&nCW#l(tc;n$h7%-kCL5 z`+eEqgp!P9h|w@fXxQf~{0%)o=cECBaQ zY{XH0!J*{X*w=qD3O#H-{6WHx#R6ZS1-`X<|GtwfBg~wSbcM@*AfBbmXlrkEE=sw> zA4hXTt2zRzg>C;n_Z9JmJ45fB#M0Mf0+c12Pn!$rs<|IzLumRp9eUXH(+J zx;GZ2ma+ZR4{Ey#O-)mzT>h;aHJdPq76g z`bgeLjL5Yybyx;pB252OwvD{)<%=RIiXx?03~Zo_WYHk#C5;>fjY#XVrShtMDzI_i zFbRG?9FnAt{wj`p(W|VB)to3WpwwEtUmw*;l5dJp>@E2xe1rjWCti;v)%)n@IP@xz z(wGIi`cN{br+YyzL5<&P`nXQN6^sTB?xcJMVBRmV)KO&;C-Awfwvx-^`k58w)BRsZ z-+0-*6-K%AUXTy?6aTJ@{((gmvSX=gbI7Yi@DvPvJ**i+=ack;Rg;Qoda<0^-^Axk zI4xb6tVp$%Re6i=T7P;eCX@-ENK~=(6JsQGCSIJGh4(&g6+i5t)><8~1I_ORYCnQA zLr2cj!VL5|s8(Fb(VqQ`dWBCU9Nt}KkzLU1XJ?y|{(((Nzs4<2Ub~}D^99M#y~7=L zOih22IH7I+k}?;0+mC1Irmq1r04h0V{|T*fjDdA^BENtCb_dwd!_~RRxos^47p5v9QYDuT<*pdFN4UaLDQrIFhe<v4Pr_Q>!>d?(NUHCHZuNr0<$ zaSN1$BqQGn;@dq76(;$?*5vH9$r9t$&Fq?>Hs(!<#{B2SYQ#m-Du=A_wxlT_uw4KG zTL&-iLafSrJr;ECy_C4dB8)A}^91PVi*yKtFm;E?H7&e;x{le*9mW{TgH zqcc6`967uI>xJie-5O{wJ#bSbZYzr1}8t015lAbxWFu_NL4C z2IC=1i<2aI@!}YmV1J4;D97_Uu%-Ge{hJgXUnRZ(&gjP=<8wkub?#@e$HP=GWJN-U z%0!SB_EJwTr89XzCmHU~zIXB(n)c4M7Zx@Y1SXzb-Rkw?P#Vc>o zqFGVS=Zh6*FvCLTmNGmuQ%>PfgN9PwBjqn%(zPrW{QnorvzhC`TFU*sg>N+IrJosx z9|41m%yoFJ&IF$+UI6)_f2|c zN9#BzKKrf-32Z<`^na)x^}h&h3S1xq2B!n9)xzgXzLL~KTVj+9U|fKtO`UV#&|rl? zOPDBDdF=(ar9x?>j@7{=i`0i-eU)h%g}98Szb%&2Wx4OHdT0-cRs6Y|N|}KaUK7y} zwR2s()xdUIzPB`Arrz-8QB4ijeP$+oh0T_oH;3&`5EQiB0~c~enMGd|7vrFueHLJ%w+Q<;-G)uEzRpBh zT#}x&vLbl+;TQzWl*q{wqxQTGD3PVbU`rvZ)w^~Ytg>w3%E;Bd$mDO(@L0Ma4kh4l zRAp<>st>Y8rrs%UNtb&UvnLvOT81A13T3p3U;JkW6B8~`2zo`u(7Quq!$eTnnj!y3 zH%&CGX z#n=txIezfP^9S^`NOWuLXM4GMm@nvyOA9O{F+@F-SF^)2&DrV#uI!1Y1DlK|Td=;S zJO$kB-ew`JKLAJ5B8%PB-G&sMy^Peq=527EnYKjIlYko2((<9t@ySXoh;(tJ6?KbT zV=f|T?OW|#Wkp1K7Jdc0r3C*QYhdnc!bd1eI3b7uG(^(O~{)- z5Yni>;uq|6CME}=C(XrQJyi0tSbr<@^@1FaZXuLa(!UJEN+~W>-h?Z-(|p6!_DR%R zKWse{#gJQVr*PS7>d~UOS`UH4>Wt}_ZGV3nI$f}G1>{#_N`i^vgOXe(|J<+W>tUu#2mrl%V9~4Q7SVq>*$wFCfz@vlakU zn8zTgh}Tb_#-+t|ms#dw3NnoZ2FsT%N4enWZT14rbnJFye`|R&a<|qvRT`tJaxH|{ zc;69Pti~fjX;;!pvDaotc6*QdKzU;1;KBd-7F`TZC_&h=KGL^+kP;T}LSu*}}0+>Sp@E z;`YT55g9PG#N#sRG7AT;jx{POTU^G?is?_e^J%aBl=d%cImj)*T-|Jn4rGPe9)WTB zn?}B{Go45beYlku?sw)I4xPuG5RaeT-ZBPNFT?D$oz@5}z* zWEGC;6S~jdWUwa!W)>`W;SDgIl)tkm%&x>hRY1gprs6Niu*(XQ4`8`}E*r;PPg9~v zX0f~fKtl=F%+uK`K5bZeQigQRVrlY$m3BGb^c&zZOK!3H=)l3F zTXDAE@j~cSS*|z@w}Y(Ae(=S~fIT}3z0yU>6Y!Jo$2C&OjMhMA5S8M~37o6fxt|_9$mdSa_yI z;SwdKTlinc69s%Hewf=uX(M=uwig`fZ4kCj^OeVqMVr{T$MleP-jX$(F0_Mav1sX= zZ8mU!a|YS%_V;w-!}MrFP!a*X@{oz~wSSIe==;hKF#@?vyK6bjiy&toAya1`*Q<}4 z>q_l~+dWP$rkf^RS?0C*d=L?6Ra(wa2+%K(d;Ib+V_IT$ckhJ+YDZ)-Q6v9U3ica) z_vO)#-cCCl55erSjii&oOJIE*Y8gsVR>Gs}R3hH}R*uDjrFY;On_(xH_u%mQZ%U~c z(%;VHco8H6pwAQ6?KOHm?i#w)5sC^V>D$)-M2M4^_oQ(5S~-P(hj|HZ3+)mvzc5(c z-|qn-qd$&N!9dTyl$tK96WuvjiX_fZ2@wUMt>E8J%ns`Lnj!WnBZBVP`wuHbNzTxv z42(6fzee)T7OF4sheVwxi@XdxV@ju`dFDM!A{rsjI~NwQ z2rkmB)X;5CU0e8UuEzuP&OX`}&^~EkbkRdC+Ot`j8e5bptH2Ckeuw!_q$C7HO2vdp zat_x8cz+}dXSt7(-9Xl`n&110D=eCn;So*3MMsPn_Znkk z|2HofasNcJ)*vczSgG-jlFQeNtD_0YSaiqB1jFi(`+$3Le};i+_#59_0UU z)XV&TJcA+j5f+W`yVDna>e0%QE)2Dgb5QT~by|eA6ctiyOpk&HpUD%fYu5@J9PAYh zGzsG`SIrth=ERiOf_}Uc`x*Mgu8eewsvwJnSc;_dcTSD5K#!a-se(Cghx~<`EzaYM zi0ZgsrjFTjoy}m&?|9{?zHF2$+C_G@N7u&ynd47atx21Y-)v=g?9{#tPZ4nqd3WPG zqdULln)}yNaJh>_ka^^@y;J?gpE-UjD4S{7hpX#*y1TvX(A6GHg13+BF>J5>zyJQK z=BMUHsY01r;{?bKW0q#j$0LcjV=i(-RL$i&D8HYrRU&9-e|jkyaqkGyNGGucoX5#Y z&`GbUWlY~cX7XwrI;#)^bF+K%D8Nb!pQfi5iDGqr$w?jsVk5IIU0>b|^Z7T^Pz~k5 z+rpx`&|)jL-qax?Ra2gfH?-stKoy^Yfd0$tj|yqITfb3Bfs5Ge_{*2=1(=;z*w|7l z!~6Z+XBvm9xwFQPVqjT~+`XA!uQhCa znfW_k@$Tk!PYHO}7?DT>E~liG$~V+Ydo9LlPjq`h;vIT52@QQ&JHB410PB5RW{605 z=lT8q(aG&5v88^$n1+rYKHV!wM;5dB@7G;)1USnA)e+a_73h&04Lh%Se&&E|7ru%y zGRD(7JHMO`B3&_Ctcle{NjHj=k~);8CajJ7Zbohv+SxF+dgM2Qx)8ug8I4&$n0?~? zD<3tE>@*dR{v;gER3&`^Om+Vr)^#Qk{HB!I&Gg63b1d5Lyz>K(4t)Ts{f0r>(5>Wy z`sV9S>ngM1)Kk;v0+Zv6N`tJxC;Tdk7O}WHlmm<;)^{6Qq{mSzS8cN{Ctz9x6>_-W z4bS}vy1EAA1Xajhgl5utS%u4Fu)_xBnEW3_!mrJ=`oGmF$WgQ`NxdxncOTVAclU(~g^q0wv~UrFRFb<3aF1vON;QLy3`ig<&1YLLt24iL3t z)NQo?_#W9CkB1AGKs4Njt`_a&%o>muN(j@yl|5ivD8%PAMbY zak_O%K;$s8Y&aIbq@xh(_od8@LONUOoQ&le|L}(ZwU4;D7ML;w&Gl$?{{3ER$`2XF*h!1SxzWL^M{;$posDhrls@iTmJ#j2@r}ea82bEk6zop z3(yd=^{$Hst0LbN_?ykQU2?phNqa1<#i<_U;#Y|lVlU#%+VX_0jszW{mzU}&!cre6 z_sy((+IYpE{mVNgV*f8+k(Ug_f9&>`Q6o2x-&^x#B`+W`Q-P zM+D(B&B@m#L$w-fkxYm=Tb;m{R-_G!3*u&v)=9+Si0Z%G5+yL{86wOdXiI&)9pe=* z1(rT-peM%tY)BVdnwd~VQ5zfOwozLR2zwgC1;0xVyGAHTeN%b+3!U!he!3n>Dv!Kw zIy_v0Oc+jdDGezNdGEdDIR9SLAgxZsqLK67xO{KgIdb}Kn&cOhM~_*#QRzzwx>UY) z$f00#(^L_55SuZ)b-DPukNJZkVm!7_9PH|rAbLJ?uIn~|6l=awGvuFGn3!^Lo9G`$ zJRz#9uiJq(P1NrhNn~F6G^dh`()^Cs0!P>WMKzZxm8?b0MJrx8;IHv~=DGb!=<`z$ z4LxSEFQyR+sLRB{)%R4I*1+o#;?&{rMkj{$?{=9gq}nCU3=$+WzP{h-CRfWM7VA}d zq=s-BdchHMc01V3iV-5@dP!34lbMvnnRy|`8JXU>A35aABKZ5p@lKg7Au@48>1PR#pwiHc5!=2 zB<%A+bKMz4WdE9S0srLYPQCzZ57 zORS0|`;f+83E%bFC{z7Z8^aqRXqGewHw}$7ceL|0;oirZLas!hbJF0TXGx71GisQq z%!dtsYJQrdBjPi?8xY|*VLgAz?i_c{YxJAib}BzP!XAjdT`qV^&T2#j zy&O_pLtwFt>^+qz_lbVK7asqAy#Qq$%oP*Kb^&-8A-uJ`N;$AqhpkU8j&dH>uT8^( zt~Tv)hc3q3zgAmvAip=93JY-Z!KQsC<7p2`FxNu!d!;O2rw)00pAt5CZx`ImZumA0 zIIVLT=+{W)tI<-}E}XumqoWIvdK3zL6@u21W;goq9ef0LcJmpUjcnO{8s}_J;_ad# zB{Sp@o{{YKHDo>mUU=@H69;;0Ue}-Isj8(XTXWVred_adzcQR$Y5sIfo)`}enEE#Z z+fMCcJe~FtiMwSt0@VU&4dZLzwEM{+)BEG48O2L>yhD7+2DIXk+9TAwuOYq9;Rj-L z8*c)YlNuxBF^;aZOCzuyk!t~>O;Ia5^+#bL-rEqagr#d6n?p2Vo|&iiZC7Wor55Nu zMbgVMB-;DnB!s(|R@E%*ICAKtb&#*mnlZrvEk2d}`sLpXC|$k81u2$H z_Y+}D);SCsET-1l8)2EaAm#cW)KRs1In$uG9?J~1#%U`d8V+s=%?{%>S(jR#z}8_S z+<-o%&ncHXZB?-JVx?mwiLch9ZWJ9h2l0lsslkR~abU$Wop&Az;3d+N5%j+go5qm( zOZ}EdV1yNFvjzvUPoM3TZ-u%Abbs}3H-A0v@ZL+H&!PCq%Vv$&5T`;nloQchX9RNS zRA}(+<$`+h<}806;@r{yIm!F=I<)4-k7x1etz(cEv zh|oQWGY@Inv)Pa$Mavnn%^PG=i^*$Gee|2@!l2sgqH~t!GpH4Oy5R7w*Bko&ANU;i zm|q^B@s>z&M9p+k-hAGq`9jmOb?&)$+>Lwlr*nYTSsjr!@4^a!Jk7PR>^l8~&ZOrHrARXKo;z~~6V&hw~?$8`nj&Y1-nVc+KpZ5|E`xiuYBs;*Ha^9^A<%H$)zY0tIrkw{%>3+DJr5ruy5p3nc= zs{ixFrLEef#y2{-;eo@qex+j3;m|W-BWa5w*$3CUy;m( zld=WkcG-xb`^k z)?CfK_-egGN?3ZEFqHhq(>yit8i*}8{{=@9iSZY6bk9?skA0$I)`{ew-4PgHdt3TS zKpJ<8#BG98aI*~=eba7NP+6>QzoPM??*N_Ddg@OfT*b)Tne8jNI+kM2MZ`(lxp2C8 zkK3Sky6unC`Vo^*vpzhquk@He&m~mFLe&gQ-{0@_a=_+3I-fc_y^1FRSa()d5m+VN zF7ec#Nu96;ZjmLST2@=PeeO1QJnp1o$s}L1Sl1;4r`^tD;g9G)CxyHalF#cyHgKN` zoc?nAIb&rO7!d@?2|#fz8=e=GAd{3WQ(O13c364es~mSS+Mj^948T}IkYrqo-0$k& zBQm0Cug}*ov_(Aa0N={-CGrD~w41S!_ z{PW$)Dv#iljP|WF?GS6vKsrS<_f1h4{mldh9!n>8v)ADxUptpT&KwOLYzM7^o9tYR z*EZ<@VIRrPp!dUJVv_fx9I}dz8Aq!9bD}J{WPv@YeFDi1^AAH1oUzFK? zcWbc=MRp5_fZYg6C{N z((i`3;jeC?!}O}2r9b5S1oj0q^w_KBh#=zh2`W=7G6>;>q8JK}^*S8XH!!TL-G#uIWT8%b zdwJ0?!fnEi4z`JEBh&-Z5Z)PHN=2G&m)t*3R8YHWinz50R)Z0>)67`r=7mpg?>Vc!n|Mu& zF%{KHi5olj(xB)Bd9&Jl!-ZFNv$)eYD9c+yaAh7CBHK+mJ<~-K_aWaH@fh}ReF_~~CTPfakNtyndWG)GYa5&j1 zBRM}imj|5g?ESwpa+&7Jxti1$l{hfNKS~9w91m$}T~_BlcOzHs6|kKDe3@?^-u$5( znOhujt$*pt(bw1W_}&E?B>C%O(x+gZ8C*fx=`g}M3Mv8L!Ho~+D;3tcN-foAde zr~Y69Y&B_|b*d0-{~?41%bgNOSF&LS)2!w3r3^`c-~IJp`8!0=`^8@$S>}=;O+&_P zL>K3Rk?4J1YpETFH_K(lyP*7pGMa|5I%(IxLWA27{0Xk8g`r7bHi6(7&mxtm%qzN& zyVEev>Vu_{AhJC?AB^ZsxWqY2WJL&WqGcmLF{>nc2FB^@&D_jIUu8O}J@vaMK0}xE zKHIg2>T*>gdz5SHcHaiT8N zj#kJMd-@qREW>JNC+mHlzV)vVKl7}Czgo#-7SK*EDe-LzKy&x{bA(01?lX$4X(Udm z7}%BfB=aKV(oeT&^6=Cyp>QSfu>IS*igD9FGlcZ@zL=|*fKf)`S(Y5DYhyA$Bz!|U z^_lFcz)vS^WlsI`OScX>cR%mVhjVe#$L`nfTW*(t+2{kU#AY~~^N^%t`VabW>D0s; zn(%p2cdR|x!>Th+%5S`h%Qx?FJiV#VkykYB!snx{6LdT|mIY(;CG+Slt!s_7=PV(w zWWErnn5&pzIYo7;SN4_|-y80XY^u35D&@eTK6`voRxfPy?yD!=yrO@qmd@(rk=rd? zx`}yziAyF-J@aHpV}J{>@e_v%2A2EBndED&1Lmn~M%ku)8(_&k7I+Lqqpc{!z2- z(gDWP0&NUK_;8QcKDhL-k$a0rpg_Bfrg5&WU%-_Ja)uhrn5QK&4&iab<2CX_NCtU3 z;!!Wo+&h){VhT#MHC>P^QFhu^xRU}IIhY$hbH+_qE(#}gzQfdrXW>}qjCC|940Dn{ zDsi|asMey{17K}Tww6ysUR*ENUcXfq-p7?e32qYT`b*p@+otR+;buSPgE!^QFwamh z@M2RSvi2n1Z^9#pMx}8;9cE(5i9PTvxWV{4S%?^$q{Q`wGr*fM-x4!N)WJ?Y6 zXQCDZX*A9b&rZ;GOalT*aO#K%2x79bfV=o~ zbf|un30D}}HP?#1t`E+z=6ml;cj<61_$vX!u(vpgmxPwDFgu&d!pXY=Rb@AsH! zDEp5M@QkilNGV#UsY%#WjoNNcGKG>LVRBv9*bcnLskDxu-%9h$|rUI)W=V}(7_wpg$vQT7%nrt1Y; zR3GA3kLCA<(y^NBF2Q?z6l5;~rMi;ITym`q-~r88Z&9z4r)U$6C_2%EI0pNS7l2f; zyay6Qa(VnWW(Q|%VlnGo$t^XyRIj22 zwhi0l6zt(}owEm1#}2vl7aAhy_j7CcoHItuExUp?Sp?rNGwA+ecdW0gKd98&im`Ns ztrZ!pIluOdJzmF*28ChyhdPGf3i`63bmKT#p$_dA?AtkY{jpR%*c*Ta3VS2Maq9%YtN?O|7iWvns>X_&q&!=y$*pU+@rX@G- z!xno>y?{6(Smq}TC5GHE@M&?coPl(x6)PW4Jl~vt?6sr0w~)$JQ6CZA2-Ai)U1B({ z3wfQFP#L5HhsfGn$C_8e0T@An{5B>#UE7vhYW)O z0z5Fo0?}lfI>^+pW|=J0gY;yw|5}V$)#0~kHTD42+E*m@cpEv8UYJ?BdhNp~Jcz!C zF;&Ew-!P2KO29$~B%2$%-N|;;qDnGv8&JPW)Qh-*#+ti;vvhXsT!3g}>|g9;@OHmto$h>611v+Q z8T2{;JE|w6v3-yhc+GHfa|~Hp7PP-f9rOk}$E6LZeu&T(Y3&O8%MkNS_Y>P+u|YYm zwwd|l&)4F5pkkhn?N6~!PqPbAnR;$l`6SakLWYBPo2nCoHlfXL%-Jsqe$2xdLdr|%Y;IDSKU93-EXv_ za(uT5veUDo9$_`@cGopneQcR@}ar=9g)J6oOquLqVUh_cDVsSD4FyBkg9?i-sf z{ld%rbm@wiq5MM;!BSJ$?Xsa2bsJ{>TjpXD&ik6rGy50TX+0YF3ETs-tr_5a{12zG3A|IpqCkiGDjT%&y-VL@?*&q9*AWs}#R^x$;+kJo~g+%B_A_Y=u!?ge74| zah_#y;g~QYInYy>&gHflF zO54`svrT@TX)_sLx*%kfq_-o2IEKpmZW?i6vh58g1hMfaB<0&LcEz~Fr440*8IG-* zLt1G!a`OW>J{!_SJC&8KoXmF_=-1XB2<;N5)E6!B0!gSRoPHO$ zdf^aZbS<{pHIG;!4H+?swEfyH$l-+G-@kL)Rse-fF-c~l!F$#es3pDrn7YoMn1Ew!zh;6vXovmv$`!Xty{?tLBVfGb zPI37sL}T$YcDwdL)be?($a-Ay*=sS>A-f=Iu{#M^VJ3)yly-%&4z4%y!e=kzkl|O* zGb4$+`9E$`mNr*461~!Bs6OHtnazmk`OCmm&Lk&fk63l=RVI8;$dhet#NiUadm>egj5*^G z3a;eVor6`*9_S1(o8|FzG4%;D3+Vas`W&}$#-3?>{DYC>V9&n5R8=)L!vH*Yi0nT? zh@aRejg1Y&;9ogL-YlTJh%GmOs%_o|2MLy16|3cZcMmXmhN_fc5g-}}t@C`A0@=S}oK%B;{+C5Pl*4RyP zzO=ALw(c~MjgB4vD%ui`ZWs<|O}wiAp4RHV3kAqEUevq$(HBmhg^-f;=OT~VkjqSE z5q%w!mnimzbC;y5D2( z{`{pLekw${Rz9!uqeft}*Thk|r3-tiwxLuaRL+wngQE5gZL%(f(-R7k6bzL&vwh|2 z#w+&QcU6^p{C~SKpemowpnqiaI{93^7G+oj2dvD#5G>0?i=txo|Ut&k~kSk@m&P_#E2=jbXO~kRG+0yZ)#c_F4;N zePBFd6Q%Hv(D0<9`u#I<52YMNp_t^CM-5tAt&8VSKw@O$R)O~|3orEbolkO(Vu}66 zHqfst+id}52hE~NdS6k%P7R=5)rp75nYB!~+h<)FY3X&YZO$U#@JcHZf{DMMCvr0k zQHHRFkowtk1;wqA zSp;`&)est8irAn8tRa($Ci1Hzs@V?}k~yP<#A}r|q@6`Api6Yc(+%;7(ihk{aU3k1 z^8AHV-P{&nw*;D1Qt&_JS`7IwTfh-syXLdEdE_DagoMN7b)RPj!sq*^qRY#{e30X& z>YJ~v3BA)4nI@8T^LpfWITgg72$8eF&zR4P2y~N)zLB{3@VZu^BpPkY#?zGt(D!8H zd*0NCNSYO2SE{{Cv-Op^bgBt6}Ms>3DX8M%ot+YQylFwWg)7!Wd6X+ ze4~su(h7U%rG4sqFGBp;q|08^sRV~I9pm{+c~5h{cU)~Bp$UnM9LJOGc(^x|qjTx; zAvMttyfmi$zsiW!Vx9Qb^I(OOiK$XW-T;oZ7$N(8yyKPzM=YZ&z8b8(Rl4H|R>yOe zE&Na8W!g&)K??M1Ne~il#g0(( zDb8~&E}Yct4}(6DWXXDF%1)|2cRhoSyWNv>MKZ#>FNMXrcJ++xr#_e4cDbRp30XFk zcb{&gvQfTU27=^z0IHg8Qc0n+-K9k5ruQZ*EhlyDca$91L9rO63l@NSQg8p^z;F%3 zbNCfb{CYu2OD|zV0KM&-=@xUZ`6=J0O(&Y6IIdTwHoo1XlZWL#bZnd^OZqLSo8!>_ zGQwe<&On>Ku&CCCn=v$YHR;Lg(PK_7!{ofLO6LYv2V|Lrnc36KPR)N!`qqHFl0hTB zmP!g1Hm(*8j*j^YxWl7B&uPTStTB(msJuy(MM+=Z92GV8#H(V?CG#fN(q{csH%zaVa(gX=pf#L<#>`>HSTI2wJvBNF$;*#@6?5)`+&Ke&GGL+mo|4niWQdo}*t zuaJH9xO`QE-2C1*-RQBqga^s-yN+^r$AebMc$}_3&FUZpIzNm(5cIq!KD%Q-x|s|u zG$4k<%$|Y*IFzO9B42gY@OcE+&SoD7VT7a^f2Zb8`YmQ&H(C$jShK)%CGhxj22C>; z;}4&z9HO7!kiZ*qFWT7fL7x&zzol{=lZajPS|il$^ZFb{!CIYEFnG8Ft&exsSpR}* z3gEj%G5ccn^M$zy2&-vSw(zad-cPRRB#r?HkFV`;E}(#jjs52<+&1h{set&Q7yIINY;EaG)tFeW6do>z$QHh^u$evy*gLLwi=6m1)RSGP%F)!sLK z5Q*y-N_70gFol( zd{n&lpMC=VCz{33S{fv77NtJqF$~6@QCrvd&Pc(+P8IQ&X*+rcHaMHpVU-`&by$gd z#4Xb4PI*uUJ4kPChNS4QC&-VBD5miigGy(noYOeH8cPs_F^#o4?$P+5e+3Z3KR`xP@q=OLlpO=$|5n`@o=<39#Gnf0#4RCr?hAFULhLoZYcDj4>2ow#(y^z`iA z+$~v;xY&w5yNeYnNiIg{xhcT_1VV>x=mqJsYV>R2HP?d#UzbM-g!f44Km;X zc8ve$tQ5g~G-6~VM#28aXi84dr7obd63DBu3ln#uJhx>f;s!mLpVz<-m!_3|uQb}) za6)!5ziT44w}%5*f9u}(VAnJnBA(Ms?EVdmg$|<+A}+yyMRz#ZjPYi0$Vo&{9V9m~nck(z|)i!(Z#JPUJgmuVWXSejD@ycYc9rd^Kdr{^?gglh&lW9l$ zD5_w>A;Ik2wZwrbP>>F!_yDWAC+llXVqqT+O?g~=ClD4IN=f|Bfu#yBmmf)sHo9ry zhWl>foE;QN30I}3Go~5dADBb_PG^5G_j)Xt*y65w^ef78mukt9A>ewV8MKpK<`p_P3E95OdV?J>fJ$n{>L% z^*D;~aUkPO6M7ogjM9Ts^|5oYF8FrK8?$|ZrVq)T3BCRL^hHd--}!Ecfst24=v9KK zu)$hYLZYXxL09YZ5^wPC#zyfmmk`^8R&Aq4qG#@H5Mj{wH=_d|tOcMtDQoavDzj^s zd&5TUwAH6LGw#s;K579oT}mniK%8F*`TAePRb%J{q-VZL%QSS$B$K>i zCL*J0?Rn*N!^B2Z#{Dtk|C5{7qE=Tm>wt}b4H63H`8otMcuU90a#WzYI-kdygG0Q} zBk^k0xa^F1cn}*zTO&T{Iy&&nn@w9OL+$=nDbeZmABdGwAYB-|5c+z^V_3 zXpWp$G#<>l|J!C5Od@1W%+%KnC~0O8Jbm*}mC&RlWaq#IB#-B5;<7iM%@0z188##k zd$*m7*Yz=&oyZ9;>*&mqwv1ILMEL(pw*xqR$O;3}lNo_@+tyt?Iw3PcOp}rKr%oZK zOF|+A(#khvL+xUuXkn#HozvOol;b@7yn5lX>;)Rp7q#d1;m#Fh+o9 zQoeQ?$;*m=pHnj-)Hbr6@UI|%+v{Zi$g8TSk%{9(!c(5K_qsA$zZcGLjun_DVL%%Ko3HKHuN<`~R*>m#0+k=eh55&TE|W ze&1b+xUV$39vC)>XjY48?rr6sd|jdLAKw*8=5Xm$bp5TVRiKoMA4JnTA8@w*?5m6f z+Xn=W?~x;YTr0VE(d+)#HidWVgfNN`dvml@A-yUs-5I04;G+1x|9Ewky$9z~&UZd@ z!=;Je{?UC8%V7OLfy;17t_XyG@w2ITn8g8w4Cn9sQui}~Qq}r;KKN1e`bWlEJ#p8K zVb&q|@=e&fb=9gwBT<9%cc^>xHzR_PjQd@44Xr`x;$m}8<*a!H0#ZM!55_WubtYgW zkRxIa>sx#f1Hln(e1Hjvq~~-VTc!OjbzX}VPm>?&I`|||BzN$e8@4}je}vKuyCiXFRf3p3{2k}%@{N`c)-oh;u3YDp@8=~|;L|t#Ik6zYHPj+o^k*E3jV-sXMMa~)%DwP* z6YocZ*Zwc+QlZ4a?0@;Sn5N&wR#xu{K~trg`w>GXS9q!|o@`O0y|lGPc&OTO=Zn2${*5QEZ@$(+8|K)( z(n15l`GfB|%1EYpu!gqEbaCpvvDYD;#?R;Jk-qZ9S5BX?Z$RLveL^F#XDnx5hL&TV z@lV4jI_qzD(O0tp?xqvHK#c@*UZj5^N2YDvj|snOcUNs>=}td|#;>hCMO2;ns{alB z{{kg`kDxtGmviwQ<5@a)8cm9(#>(pyEU!8w5ZN{Ne{_F8mrazzPrkmCgA)hKNf48650PGxGhbhQy(mM?e)c8)3rh#OxAg80MvobEjudl#nLPbnx`ZqA*W zH^HSi3~+{8%=EW^NwkuDZ!ZdY|8Q`)w(jUIbU!HeSQus9X~)?4N*Fqy)$3cC5-rDM z#(rG>xKN3G5+9CNE%k`D=8Njfj-<(0c~ZgZ_Kcp~uiESJppCc(M%P2`J2GRM$$R7? z)Gu9?ZWmSFs*IZpwU>9;{?!{DK}ktaSJ6}=zkXq_ zW1GaDxcm^bCV2McK?|0U(07H9dL4E%6V{jMVQ!DKY$O}LT+2x)CG~e-8uDNLnyZnR zyC@Py2oL<8v!_V(_YK%P%~JJZJ&NzL%aOX3G$+*%)_flv1 zuXbGO#u&f)OdK;ELr4jO$Ca8at@zW8-cL_1}!PViti;o3zM}{ zLyyKs?HGHg0q?)*8Zhfcr+$Rm3vAmpW%pig7lQ90}2TO)AUDc&pGV(N)fxQ&Cu~9yW!`hIK{l*TlVdP}{HH=AsR} z20T&eACz82Uem!*nyp`4gmIpb2REPVWmQ*pyeJVDQW|2cvgy6DkfNK@&`{v^HTB8C zLY69NA||vnqlF7*ncQjCMW_{$F5ye3K2Q7PVe&q%Fw7%5j=XnYSC8(-dm%k+(={u@ zqB0jYiB1^vLDd7Dm%1ih(?`Kj6DlA63)E+>rcf0Ug&`=>tc87I$1#Lr$GM~gMqsg} zO-vl)#$RTH**@W`ac+|+Ug}{TcskP1^C5G@f|JcHmhJc3X0|u371g35Dsck6HCLkJ zbfe=QR>?jntZg6qx&qyQ+9d_Ye}%Q`Kc2G*#SY;>fASWGSq$%0xj4yJXMWpt9psA= zw8sn%E#tIRHPvc@5+jHF#xObJFOeBZA76D8LLx;N?)S`wEs)ptMBG zDV0+=vt=i!slvp3$>ewgb2*G-!*dsDvdRudoFoj_OYRGq)WnEFED+uN!4(~ikYe~mG$jixruo;t=_xvls1Yp z3fDMQs6hw!*`~3A*OOf^u;^qS_f|9{otFw6VBxxA^_Qhe46_Z;%NsUma{djJA>Kp;j}dNG)x@ z|H$dXV&cvSY_77fbUTp?163C_A?f4`Tl(Qx=unD|+Q#{q6g+zTUeMmX%;91y-I-|3 zhA^X26vefO6^R5{hHnV2W|FJw*Od9 zT85{6M2P!!b-WLwNsPl=d}cfKmU8S}xbB*3h=NJp(7RHCTZ|ElFEW_eaAdBQqppzf zFJEhVwPh*;okZ_IrB(F(I@W7W?|zNdEhzr&n=O9|X|b=r?z2q=eca!Pjp4^G|5S0U zS{;~T3QisrM!pw*doI&$um;e{Cx^#fcjoF#j8B?ery9dpYR7|YG1vBMcp~v@O~O^k zREkTC#pN!hb~XDy-y<7u9g>^Ziht#n{Pv9E5wCLjSo%EeL(>;zohb@t>u^Fmy=LPYp^h3 zO1k?)Afrh*jB^w1vxxYbOhw7@%f~D#ur9RUioUDlUCDZmlzF~3@}y$mhXS_g(@6TP zM7e;juD8wBkJ0O2G0$K6qjBS_OKjVNs0AqNT=rT-kD)lRvKDDa+3T!z6nizw2{F3k z$>vS`Qy$d+iU$iFu{OuYAew=$vGwnqW~yw2wpuYZi+1Zgq_Y;MSZ^;&t;;O_S*oM$)mhVAW_zehqjRep_Mu&dOx~u9knu z8Y_rV9Oy@~W!81x@9eQv8INg(CXE(=A29fqi%9+znfiVs z&I(F}_m^&z4Bd?QIH8B5QWoe>&piKt{CanO&=_tJLz9+;BbCaY-E;liop%IzM&T-j zH6(e}!^cxw54crDPrmcQ;Wy%jk{xlQf4!1#xuP_Zd1!AnzfA0-!kF`a%Vm$H*Gi3a z-2Ayh*){mC#z|rWvDWAz0d}<3XA&dJm~BaX0}~Q)5)&qIgn#{lsOgD<+6@bS+s$1} zT>aX0nVpYb=x;Hyu2}4ezgqX$lvy?6WKtllZPaoQm_BJ>{jKu_dsRA(&z)8~xjNHY z8o6|mGyILj2*qvx_8nu#;NRpvwvY0-SDnApMPas#Werzu-OOWHUwJI#7h zL+ACSzMmiYJ0MD^3vO7W$6D$isZi89(cO`nvmk#&FZsQzm?DuQZu^f{=hf=tlTqHd zdgTdCBH*87j{84R#A}@DZyt3hp(|bdF}pZ0+Y6~Fkzb9QxvEY4*4M`LW2L3I0iu4P z#N(+0JxQw4Ruw*(H~F;|ti1g5fPK|lka(IEsr@nFB;fxeu^<4>ti+wy6E!Oho0@X< zR*yDKFL8&t{+Zxqv@>KC@WK<$`nEAW&W=+?1KzqAXe5Q^?K)D(VLM)IO=~lXn&!B`$OBZJc28H1s{(Z44wHd!W!+cQ-szyhbp-u=Rb-DI#z~ z|B;-}h@9k)kPRRvWMtm#|KyBJZD9<}*#mKs``0bEXQ|zLQUG!~es{Q4h< zb*SQpS|7gCqNg80Pq-MgUhAZBl8aNiyR!Ziz~_y8>%MX8=WpLA#*7w3%n<7yvz^8i z^2PzveIBOtU2PtwvHTfj3|-@U9*1X}%MQ)Xi%%vG5rNa|zS9Ga$kBj}&gI(7s-5+% zgpc`Mj{AOAgefXv!ZThWH}p&Q&NBD;j#JE!u9(3C3jd$?B@1eC@d$@B=*2$Ov1wV& za=QoeZmIv~d;gZL-I|0>?>z~t#=GVxjb}srbX!&>0ac!v-g`c=hL6YjG6d>2=J`B# zIk_Jr182@BCWy?tOwG4tJl#nojmf-?Uf+2VJ~T9T@nO=GZklPb&XalgY~M3ji9-J4 zu?w036?S#&%%35nm_?Bc(ME)AHNwt4aHF*0#C0=a)5oW!)U0j`Il=I=I-vp?)NM3* z)ZlkAIXgo^+%x|uLI))e%l}min#VWwR0mHu9NNREm|r>gPq*mjp5%NmZ5nLlL5noRe-{HSWa7s~6UXnkJ>y zFIkIVW<@~UL2w0M?gwdXe0slQY=-SaH=#Y$WD&d5w$_Fk8Hucp{JG?D86{Yt>3;9NqI?o2)COUT+iy(luZEBrCBg<=vCOOg*TWtTUUYn4SohKfIe@HX*HoDCq30 zFy17EH*j`pHo>BbxH(-nEdtNboV_?dMC==kOa9{>|7;%8dpJrLfZH_=CdXZ!-$mNr z?JE38C+p&GJuYr-EcIn2lwI2wjZ+BmY0)UrTld@epj)g<8;3n=pQ4gCeDwW%idt4Q zgFQthQH@=hJ$YSJRVbY6W4>rR-`jDAVLL%PA>{VB8~wxSipx=-8lUXp8#Ia;G{W$* z;|BJ4%$BR+G?Va~0VCBGv)Nfmk?|TiR>*TGb8nRYQz^;HB#oijWNE#$!MAbyMA`PX z8@j71rN(HJ=54i@mQeWhQG1V( ziV$W4s&{YiU4P09(f8h$NQy&b{EyG1w5FKO_#=uj^JCROWvDoB|JM2cMH5X+Z+T!2 z?utaNDY3RJ)u!B=YkBvg;PI~grLhN*`CA!`oi9All};)gH<_~-NZk<{?g*8=36|mM zj3LH5qr_$tF-VDl^$oH|5uBS{H3=1_LBqBs(-d#_Xm>`Z`Gk7kXuiY^mfIAMX>`^`ufceDi$ExW#PS{hfQn^(D84-CNJjfBAdFz_18C z_CFy1^7h_$H*ZjDm*_ehsb`({zhvD29W8k0P7eYeC*Lo#YnDL@b>6LE3QvB5MOlo` zj+fh6vh`l!oHygDyU*muw=E7Wdd2f1#8Gk&OkY%*+6_y@f1$2=q^KySHEwUB@9VD1 z8^7ow5g@)29#T={+-lvHcGHzes+bta14|+GIWsC56?6Tlzbgh`17BYH42cI*awYtKImFtyeCkfxLQl!wHnH?dB!*y#y+^l^}T*J*LQp)a7 zUxRZsnkmqtU;hZyJq^)YKoAs63c;G+|>T)JJ}A zbhyHnYtFYFbBD5wN|Jh)sF|1wv^e(&m9sqN?__8=kE;)V@W7#;Cg_=LQl4N@$Q@eQ zz+ENgogf&UoW8zkRio(BcKrFrW>y}9Om#vle83jjWKVsZ!8@}W*~%vd;|>RN7t$)4 zf8*poiOXU$TnO}9aKSCl!&Q5**iSBAVvk8IlLQQGhyXvvk#N&(crV;Ai{*(Ug*{Ui3*1D~GCo^K>tk-YL z_vF00ro=)@?v7e|v#Y;#rv(a32W^J>QVVtDt(o!f7=05Q140nu; z!>x7TH&S}3esFKvbaYhL1zHe7!1iz~=U`y_SC;P$k z;_Y6BlVWu6QO7CZvUFPubd5QB-^hy(XPa5~mS8B<`679-UZC83%eU>*P*4YfO6MYf z$NaM)yC0IBufBMl8F6pl=I#|8^KcX7-sxX1`GJoe(pB1KJhY@t=DxfR>TU+;{R_JVD`QMZ5%amgh8su zM&pAD>O`eaylP0nJ`&O9T_z&4c&-$cfSu;OUp;7Yuu@5kj5I+?@M8G-HOyylianw3YH0nUf*bm% zeuOUCjctx^I><`E-Fdq*O%@kj<}*J%HJ!*AOU{Ub;98`@sA?wZubc)^(TXa!yQP9;XC*lziZWaXT2wD4ZP{-g8mmEy1g>bsXY`QniIPKb``BJe& zpIjnW++Ars_uf+PYbXo8*XK0+vD{)e=l1Guoe1-z~u4oNm=hYTL zRfL6sP9B9-RaNzo4wIZ0ZFS!V*rP%&*~@%wZpt3ps+Gq0M=z_5ZhpKe#1yA+{-bl~ z*(b3~VUORoEO>L7NCK4y5rMU>cy+a)R8qM2!3h&wBpMc_tvmPP|+?NNPSMHl-S;kIJt~1faXMY;rYVDYR9x>Sx z?80#;)P`B7kLW&D1bQUi&mS)Gqrd!9>Ivq<=-D5L$hbF&^kL`d1@|-=5T*7tNOw)q z+q1`!;|D#V{`99aa+PApv3Yq{C26k%lI_<{Lg4FF_vlA2;S&bpckmJZ{P`0I>!(H6 zq#m{*J9r2vE_TSfqG-oS>hSpsBiuG?fi^+)R=cV7NfFw+UY~!=VByWBJ@urLliiBfZ6tXqRx-DKXl!?FAdq`2Q*P4;9s@_x`k=uwT4Ncel3E7YPXGtvK-gpb&;?AhFg z3q)>zRXOUzBvp^Fpm@rHaFZQH`%H3;k4X5PR5Sk+8X`rPkFbIwx~QoQS5eRCC?Nyw za%j%X_Fg%OEUDGPfpaX*_Kmrqj%OVh{QP7c{5g}d)wCit_=GsyTRpbF?dV>;tBR0T z)WVr`!KAsk)D_u-MM3m=h%}jh&v)>>bXi#UkNL|NJ133o%1IhCeXoQ;>Jpy?WF8%P z+dh0~Xl}l|FHTK1bt7eH_eAH~|YK%9o9p-a4j~WF9wjy!Z6t{idKc`ap zh03tthhdC6q*@C^*%-n;zU<3q`bba2M_zsq`T(fzN;X|S+h+3TQE7_x0p_L+I3IkS@n2~u^OkD+bPgXH&^kvutP zfJl3yi?vT6{wGgl!5{Pp5+NLGqaq6ZIH6fVn^McCbTwbxzo zm^r)rlVD4(YlGWf)Pvf+*-1U^)>AxOdCctG7Z9~Uo|lbu%fBwJe_nX>!uXPU7Y&hC z?#`j_coJL2vo;GUX41Lj%u_Zv5(f?ecM*AO!ZYF^1dLdYl`J(iwR?H@+^49=dVwk* zX@48m8L*|d^2MuHxmuh6sJIaw0ng_B7iV8lq^q$Tq%KjV;)F=6jl7+9Iti99Lw3|U zx;4;4e9E!TAKF3k3#wnGj5!)0I*jRS2_SY}(t+hqQQ?=ABx&}R8g>v`br*%~Z>^tt zg`b|D&XU|i8mHh&A7NXiT%xzz+n+EjxM{%AGvr}BLm|@yBk8&YYOIOBe9it_?Eer& zgGF9b$1NE=&0ky&T$AR+=X~iasYs7a ze_wcxnrO=62PQKXuCcrtiEMlT(~v#Onyy^a(ShbK_U8}qJp4z9MDHm-f3`(g(rP#u zjIqL58$z8hWszqXl6^AL-PInyNBAje>qMBb@vt~;n(pHagUIe5U(qTyWe#U&=Y&_n z&Tg9%w_A;^93A80;)r<6KWvnB{>C3VJUDo#SL`mz085TqTm$aP`uY{BWZ$+(L~CxF z5)c?b-4XJa`7M@>9lpd}uBXI_E+VluhUZ45^DZk0yXL#}JM1?hE-CPj&X{L}Kbo6= z-4f}?#3cV{zIdB4Vb!x~s>L@=uh@foFH#|w0{@agdMwi^F3UUQ`o`uaKVw3IdYIp; zs<}^x5%=mmm=A7eDX3MIVEaEHG~}_@aP)Uk$6l?B8zS&KUN^4i(-Y($76@$N(4&3X z39=H08?pV+Leb{m;dX=%VHHS9RZlu~582mWX4?)H5KCyR4Uk;HwX;x<&zz=dn-}8E zUYQFL$Y90xw?j_9TBIit)wxo6EwXb8%lcb{!lf^VjDB%ZggMQBFJ46#*SQzH+h(5R%cva&wQrX@3ot0Z??C$@0TI3!~GnrWP1Ag*D3J1 zd3Y+Do4>k?ey(*4T+6*zIOtS&W?>x=@a92Z{~E-5 zSlFex0I3BDTXDvb?L&AI0a}aNx+#8l2Y_AmSpPQIj@*(B-69fYNG^`q^C+#i6$k&r-BX^kOXdB1xaN zv`B2tw5Y;roABHc6YGVd3^f;3iaDd(y~J$=X@@pF$ETyPh%W})-~h2u5Fl+HRf=>9eD(_2#yr%MR|1R zDmOd$W=P|`)~lOcu8~Lmk&dPM==E?vU%Gjf%z5||ff8ILc=1MUGf!eb>p+X|;pys? z)gd4q9R64+U^^a6`rq36+zlL76w&>va%n-9+V7XxXjtyt3yjYDpDaRG++9%o=lFx{ z6&p)DM@OPO9T|0YZTBU<6_HA(b-O_pG+i9ykJk7hJk|Dtj=`kO*$cO+U6BT1?ORU{ zCbnpc0}k7e#rDr`$Z*Ex_{pccX<1dCQbp?918HbLrxJ_wpOH3i9&-({^X{ci;EO{@;vzX+&6Dl zR8}sez40AkJ=~hk)hpI6)WHptd0$#8ASR~DlLmF;IBY%W;@H>M7s}{Mb%eY{ww8sb zXQ~>zEE_osDejy|yd)W%+?J41p3r3l>IQ<^f^Q`))puSADy+W!cvDX(*w)#7oXv4gcXuFBc-cJjt>skBx|5O!+t$h)lm=QBuS&=LP^aEe$F2AHkLYaSyEJ{Wq481c>_l>9@Li2O&rZBWhQRtl$WTQp-d8SdS4H|Cuvkj z6@JpeW=;szEzJ6K-}!Zrhz#x}OIOJsEBmB<*cv4mx$`HIp*dOHC0Qk<*_1JyQ6ef* z=vEt^$$ujJO$X7lRyb2bUc_c2JwoE856_p)dDC5G3DgltlbW?HYsIRAR7Hx!`lc@` z1k4Jua{FkW+Zc##bJ<7ec?L3g*p}ZyG#D^~it6X188Orml4XyyX0U-(4$t1ne?%Vh z`TO)V6lt(O&k7@)>UuN85L&t^^DdD#h7iE_z&4@4|N8YSMCk1Ld`bWBV?LjjH?42J ztT#i8qlhW`UD203)ieWRV=Hg(^s0vg$0JM-yk=!x(@luNQTuQ9w=sgzii?ZC_Vpdz zrwEg2%cR_CPX|(i`Z;nvzz+OC6hVB|2l0OjjxwSxD#u9*Xep>VHkD%^t0SicOVqoA>RDD@`h&8#yd~rsiX6Qj>e>M zf}}7ho)^xiCLw6I@NY~8xOgS^%W~sIV}M4B*CCmjG$!>y6OhMMB)g9}^j0N3oEr&rJT=}Vf(s_;B*=V+3i7bBVGry6tBM}K=QH*Jhyv=F55E_o(M$G@-DCd)&It~tmmfX^Ntii|JRYi`h3Idsy$^LkJ+$hPvpzgD=v7uFlJi~xl%)Y59dZ6W6 zoIh}cW&|Va*n4j%)p4&I^oY(KCd%b%2R43M*8sg}ka`jkgj8Kn&*{Emkf6bu=yf87 z+J>aPH~(XQ*XKo6s;W5rWAAq~BS@MgKmVD&I0^B+2TN}%YitI=?e&dFG?q-ntgQj< z3EIz{h{n7hjm9c>@7`0n%jlEflZ+f;PL5ETx_Lr*A&j=c?i$dSb! zXK;hQ)ru!Uv@Vi7?xXvUaNd60=b>WbWSY`egtd#Eavm6)_i}4 zn0u2cg}kM|f5wA~6{=XV_z=?e%zgtClRe}kZ|OF7(QBCl$r=Svtl(eoF2wKxU<5sS z`M#{|$-%~7gjw(y5v<_umAp7Os5P%IE#m6!?G0FMM4)y8&VeJ9`ICGDq!myp*bII` zM2m$u<3nIY>FG3q45>DT25_$4dcfdjHS?^vz`>uS z7~jxDveeikr3XwEM;|qNUvJ2niS@CRg-BOb!CA8s^65I5fq}<@Hb@i@D zOR8(BK8g?1*j9fKVPk%Pv-dy^!Wp<0R#qVvd?@iVxd|EsluW=}RuNZ*MudIM7hn|M zXJ*(*am&lgrNkLI$fNku)qpg^o`L_f>G=wXPM``KV?uK8QqbZEMNCZ0c^51aP^LDE zxd>M9cYrmOnzg7jm~`?HQc_Zi1fGi%5D>gCDXIAI0ql;hr*WQ5eVdbYg?hyXsq*5C zhpNc?g%nY8Pu)c~&2tghWq;1bN{m702Kwu=ky~0?2E)z(>ujC*!beCUztbeyJgRSo z*F+VoR&f8~?C{NfpFj5spPMW2q7q{mNAo{SHoA_Feh2-xl6tRhwbZY+Yx9lqjqueR zZPeX#nZcRTo!a@gdO-6%H=@siWVtNvMoxB?^(V7T)SjWa&-$gAH{O&WJ!O;3mZcL! z&KrYCtz$@Inb|MPqgo(DsCMnh1ES1n2$i9$cPV_|T-61CQ;oKo)dqCQa zF7zpfPmE-TO(fNLkeH9Ax$2e>i8UIla$p45;yh-}k&7Z=;X2JUgV?)D9##I~!aA0m6lXz@8r^EjKwhL z>A_azWLVGdQE+2I{qTSoSKhTFUJ1ieY|x2y&Bm@eepXvs%a%$D|Jrklx$^hT=popl z?vbA?Y$<84tkh~faE-jioE1_k#fF>bjc8xAo8$L?7~DnIKP?`Vx4XSs0qW03*lEgw zj~c4~*{B}WjdPt&$OsUt0JA76)ZUH}zxXHl3Q+nkS14RIP^Sj`e%=bu>^?ugJ2^QC z)eH6rjIVb^Dty#?m_g9`2K|6suc)ou{Gz0sWzA90KtgWr>_o=D9j@W=! z%@(t++D)ruR!GE*4Af3_Et)iYB|=XD{uX%GFY;G4A9@9=7LP6*Y)(RcNLGs&H8RF2 zM16h$)-Gsiw9~uELw0fnBlB=_r@QE3$fgwYM*y174-%ny01hQRaaC(;AglTAh`p^X zwyuA|*Nm?S~1d>pH2M*l&c5n1NV+`0-1=Nf?a0L(Sx)ET_`9< zqzEINw1$eF+I%<*fpZpa$&On3eJ|kmL&&eQCc0u?*7=l`@NT1_t!F*#DrZdbyH!D4 zI#G`ou~WK68bdR*HmV| zUEL()7eI)UQ#=@1Ih>GWFoghcgM!}@Jwr3Id;@Oqug(IPx?CZf>|S>M)gei0>}S`Z zP4IM4G;XNumNGbCR zOG!ydz8j9(1b@5#!3e)4t%GT^%W#*-?Y)LOdI5`p@+Q9XM46X4gTfz(Mecmh_-Xf{ zz@Nzwo4Pj%Ey+6Uv8BB z@@+lzHK}(A1_LqhNgya>2O*&JU@{z^-9;(;x%raBBE4c<7Lg}EW6fi?)NKJOV7(hl znF!=SaqatLfC~2X^!z?M`w*lVumB)o(0TzMCoTI`zH;&C1A%lXe*KUgtL_uqGXT(+ zS!R5=wvC#T_B9G*^X_GjtY&dWx8Cg)R0mgc$&F@25Zr~nKK1@L63{{Bt}q~E!Ai9` zx)5(9eh)s!rYE|V?&!8C$ngNXC)K;MxWS7e06;r^&H?vJ+k8Ub1fF{@?EFz?l0}98 z-D*@>hF1ksn+0VSb;iztimR9v=MOI^cZM$rWTewI$U@HNX^V~%_w}8nM_7^(1npri zvf;M-Z7r-M%sNDsmvA{qQ^V|TPn9q9o!h^|(V|S%esU{|YtXr&3~t|OIAf5JDp)mB zFDS{Y-FvACii?Y=hZDk;ze|P?eAwKkOQX&2L}gIqr9m}6-@O< zj{qTpEvX^G!I#+aqGt)c@B^UO-`}^o&pLDA<6B$>I??cWVtjICKOq zJ@@O`++IOs&3ba&OBG_y@UIWXsn6EpN+8E=yiwzDnS}zesb95#Erb?Kx|VQppF-W& z>tQ0>sy`UB_BGMqL4H!G8sC!*o~(1OYHWlfl<^x&Pl~gl6FKda2G$xM_1oF)%Q2sU zv$7>Bfe{2dWLBowVpafyM_|aoKUj6AmDfJKt!u^%LJ`G(6P5mCI@cJ{)6>H?^!E1? zgF#(Wb6YYLj7-$h;^z)^Z*QW=o2BLa_vg5ChyGs0Rn5Pje9W{5_=m|aQ23MKtYI?2 zF;u*j)zxzB$sTq|9p^_}ac61zSqAXXmT;W!;{VK`$O0S>u zZ`70C9&Xei&2s-5ajMXkr6*=ue-Hg`s5UU~Qs*=cM^v~#S}g2{K#Xs%0cNu$D+3p5 zWweKwmdOU||05q^D}D35LcR=*@u?|mV3rW-iz3hg^=V=3vrSgWl@>_1_VgSx*SDq) zXS$2BkO7KANdvMQ@*e@TtBrttPevR8(d!22IN{sZ18I?fbI<2C=e9C*I0`Ty>~ z=g>v1lgx9)#@SOOhyU~YSNAh7uo_a{O_pTiOfkP5aluSDl(K6SOCgJA&BxBsMKsAW zvXRRhnn3qd7Ofw zkr8W(%F)1TNiR%)0B!AmeP^+?w(iZ^%41sr8kM{xrbr+ec;N%?%gYt zp$I14ErZJ=z6{2y_+N`&0Fc$lp35-}(e7=zR>^m3d8TYKRFCM`l=Ehm_3pEthOng(me{9Ga~0n6UUQa& zOs5muX*n`(*w^UMpWy$b;NJ>fs()O&cCuw(D$F86C_(G^dcCYYE1}U9TmC-T2%ZY( z>978q%EP`3DQ+CeFc?CNBA=oRfURJr7GwrYWTtl8R#^+s{9IlJv-PzYA|AF0sNrWS za|q3#E=J#2SU>pb*($#C=aix%C?WvUD~BfmN{Iu@hQ`LbNSl^l?F7Iyp)Cjq0AL;(O{4 z^7sft^v(TK6mkJ!z>bm3`rCkjc@1c=p*gKA?E67TM1N+T3um3#Q>rn_8+DWQEZe?H zPi#ev4OF7_Y_j!pC3nD{Vj!SifPneweH4@Ja{Uj%NfKZGH$$LiKzSy4e3k2BT2f*) z_cg7(c>hG}DObO6;J)MbjT}6sz932|LYytG;vHiwVjnb{N0)AkErwIHq)raa_grCl z=`I_h*SEPo=>Eb~MmfK&b}H!8YZ>uNHy%!n>J=@7GbcP{lvD1jAK_0X1BLg%$;c_) zXL0Uk?*apvl%Vf-VY3j8%Qmi;O0!m(zVQ`AUR53z^W0z4JzwBG z$ABgbR0iS2^}iey_KDaO2@o7WO^zRi8!;_4LV(%)EEhO#UET6wxPy}u{5f?(7icbE zS1Br&)JMQc1hoO%K~H=#%{*7yNSn}AJ?RKL0mD2gDOaE!1RD>%cN@dK6aQBIT;zIU z@6stA8B1s&6E7*M)eO$C8hgj@-<7SU#UrcCp)gcO7A1F@q6a?!!yFL>0z*d^oU*y| zwfEox!w8M9^jttsqc9$5OSD13I2d@N`ta)#)HP>5T8XDockzNU&&D&Cfb;&>k&uvc z!}vP^qroqa99mum&?$(%MLj2X%lS_|E*6V%s1%kZb)>?TFINr^mO+FvO_=A5}y$Ya^dv!;h-Z$Ipm{-qHm94FsP~}AEb2#y#QwAya5f}G1;2R3XqDFg`P*`!{mlVeokcDQ8<1R8WT zN?87rhJR&xz4tErsQndrZ4}nKx(@N$39BcAI0U~EY1$GXTwtUoD zg*xEgqB1Uf+UatX9C*gENDt^rPi{g-2sDIWjPe@ioSk6$CD z!Tf?qX7iW@Bwl%>C^kQ@Y^|MxcNiP7UX6tx+co%Js_ZD0gbK^0@#<@1VX_o| zrToD$A?;ZH=i97;4E$B0({vArg_PFA{b#dk!CUgVrBN`{bYN<`mCVOwPYPH?)K zd43&`6`b3Hg9Fr(LVwK^38NxV580FPO7sX|fyc)!#Tikip``fHpDsy_yO|u+gmAbO z+Tp9y8I>En;yWte3P!Fo9d#>$u>#%xva7$@Z$lsU$d3`sURgeBYa5#|2cei8PH1HT z%Q_JTG7X^tZaow}n7+ehfqDnjuXr@atPISz7wPGDYKePa4FWlVF0|`%KLbp|Hl|dU~Is!i*7QDR{VpM(hd1W zsKU2^&7T@fiV?a{x^GWUZ;sq&4<-M&s_Ei1E3+{jriJCW%N>os;T&SM_~WN5J;UR5 zY(gB)Jj17%-o!Vr1iQ}OB!9!j`Q#PWc?Yk=%g10+I!=SgQORo`8>0lRF24Kq7Bm1+ z{neQnTc8$T4wfOlSPK9P1G_QR#&vxR`u~<-kah3@ri-8Ljex=-#l?blKWFsQM=xPo zhAP4L^D^KfXduYUPe8njiUcw=&RnwfieU-C!3U?k6=4Ok6b5ZT?xfmS8je-mz7MTi z=v{YqV#5Hh6!RP+5UvW!v&M*ML=e?Ti1}<4-0dZvuUA|FRXI~zn*xkZm}CH)xwd07k&xx)1HZfb@!flui z5Y^KO9K$G8A7&vKq=8B5gjVTC36Vyxx*#imO+6e$rfIWFkP^3RSI}X; zPcxU%>E#@!$+M+uQ|Q93+x*>iGiWv zJV;>JEZF)s3)0Ejv+MCN)XxKBkJ1Gr(nt^R+)k1F>Lcc9qjrLDsqeLYzkdrrdkhj@ zNB6VqYpdyN;Mw(70#-t|5|TK6aZZF7xT#S|CpdRvVq&1Z0QWKnsz5wJLqIg+xJ~iz z_-77hbRcR3<$5CUC1|377@j@Kn6-TTcs(>w_%-9hfj3KO0jp{MM?`V_PecKQzgWJw zm2t61hobPZcoBwYofp`F`-)D6-gS7n=VxMejm8Fy(e3UFrB%P5K6NL)CP@&?OxSdY zvN{eTYp(d{ZMsZ7NfVQpOeOyFcl)VoB?KM1euX?^%x6W_6my zn$IeA%CfD}nhvofA;X2tt60DJdefL0Ya%QL>&-cJky8l2G+ICP#w4P`+?y<(;u2=) z`AMM0-2KczgY8f@$6T{>YWV1B&6{wyZ!7Hay#JYT*4i4g499N;->VB$r7 z&&&)X{DG7<1*~R`Q5<+}rRyLM0(HN^{{a;f()Z{xoqnka43A|$q8+mP#>)?22JE3} zI)8S1WPKkjp=Gf80dHY6NKNRKjc5jjlXpFGo+UI(hYNHT4Iws&v)@PJ&}M*1LWfBh zP01g*4h|`d3p7nDAU#?oVN|H`zI{Y6bf&Yxm^Nhsc$CR@;U?uL3_(R1D^wEzJ`i?L ztzjB}Q3Pl*eHW->==udq1wnny9fF&=el1F#FZyjhHW$--$0K2qdA9NJs4(;R`uKkn z&guV~aK4$6b;UH_VsEA11|qQ(|#F!0(@7>>s;b z?)ZG%ySm|$oqqPT6em7wYp6tRxw9E&N03_h;6uq6z3z|QXHgI5-+ixP98=|GrLDpF zkbnF=S?(gu{9z7rYWCrZKO>iyxdJ50VCEU+yUQZ1mm=DLhRmIux)L1RRU4V@u zIOW!swUQJsaUw!q}s=6MV{c?-* zs(UMOG}`G49(RaA>OZ(C6me3gAYczUkH?eZps`R#v)Ii&E`Psf->P@<5g+>R>z5j^ zArvG9zkL(u9!r>C^`)W_TL`)I_$ygD#I`Ce0P3nqyTj*@OGK#{MdugSzKH7m-hF^j+Q=HL8-ieX;zSqhRRY@uk-1x9(V|6E zn5a!Re5>N@TjJzf!g3Ea{@l{GlP|kW{O4__4wCjSJt)^}muhZWzLUqd8K3pNz7%Na z7gg(zD$kxB|6b&ES%u0*NiC()?$T55M8DkrE>B(-*vrKpC$Q^T4+$zI*mUq7O@Zq4A&rY|r zmD_C(NDU7A^vbSCYrcQg!%2(Ut+$MA3683KC?k*dm><|y9N3T$)v}2FEgZbNse8g( zekV|lQAA)8fHt|bc&v~eg+(Q7PO@)I5ITnfRzJ6ERfUQb_NgJE3KweN+sBIM$#cOO zIO~a4$gi)q9`)V*EzH6xD{B*K`fOZKfRN|U<8?HfmO=D>zq$(d%+7UjO{(EaZze3u zfpv%Hf)qsFfCm5?JuE>Hxt}_ol7%_|e}nQ8d(|DVEYLIx;=kpmj&(gN<9$fAye0>$ z5IMB%^SJ@9D~9jx5LV!R&w0cAP(G4|Z{5il9Ue7Ecq z*$?kK>scI)I2`SfcSgIXU0t=&`7xKBo7ZzWG z+@l&LA8vg9IygxK^bdJniBxha(XjE2yvCgISG==K1!>k%at28WJ(QP?yuCm!Pk+7T ziZRd_!gA>OVLKMim)}jRbB9#>g-`B_6c2*}&^*0O@M`Lww^aK8pTj<@2upF#X|=!Bo#oq9J-l~IxVyV!|8!X(*HWJf>G>ss z`a{}jnfNJOc%;)@voBGGar+^N;NZ8sI-=SB&y{SUXHD3?f0t|Jr9VzWT@k4k*Y+E) zDCY&;c3oRkn|@82Nzb-RU8T?Ujvs#6O#FSXYo^J8vyb|`d?e~sf#ItbzdW!gWyFSk%ShW=UXLsF7%@MhI6H9VsD^I`jf(DOb~-*w zJ+H6v1IZ19M{AY6UtbS2h-&SjaIdCE`!^2Hy(-K1p^>%!NX2b~RN!m~9x2X;WnIQD z;ygjmH0wpol?iL0Bw+5Ve(*CB+Z(aPLEKhh-u|K&iCs$aNj9s2u>4))a zJ-4bIe=)!E+rcDS4B@-l&ONBIT&&^g2Xe$>EZ)1rJUCXu5rp%M$cZnjDo<;!*8qS- zg4?9(AFldDyiOKVUu4$Y@T;=0RK>P0B0Ad z+P1h&{29em#w z+CDh%dzz1Ju36tP&W9JJ%XiUSIY8uUzliCd>syt6l&N$b5YP!^INzuH(J3qDZ&-iY zE_2hBZfBNul~;GzwC}rdj=79f&jFU@QwvKH6kKm=cFX@VzRs>oNleAOsQP1@+uVD# z?9!Z97}XFb+Dfm+0gCOoifR%!97$R_rITxgeS34qGKhILbVWzPvq&ip@K&q+yn;vD zY+W`DU(Y+BA9)N*4w(IdNv5EYU=a)>7TJ}?*cjQS~s?v}^TSx2qa*y}>POd24W%p}WgR@NIK>OZ8YaYg4oj)cb zxlUWlD}q|D{~;@HEO=C>6Xj%CmMPjEGicrA1)Zf5JZe4oU z;oshRNv~g+kJwex)Wf=UpS;BAy38mimj&uy)34lK@m6_BWL-$${-5s#gS_ZC2RDH( zpci=8%1iQpx^4NjfooWp7P0lK1!dSNU8o5U6#MD z?;`L6qcWZa0m_c>UiTG@6Knij1=TPU@a2ek16`i{ilS7l%uR0JjBDzBdR` zlT>CE@xe@mi{L@^&-UkcXNW>|LDJ}xxGg)PuanJ>(UfcUORf$*ZRzj-$2f-db=xoi zrvOy(QBqV0e+~MR2Km$5Sp0L|xbHEA5gRGiVD+_@5j3%gL4OgwH%_!Lp60e~SX|o9 zULzr#+dU&@IbJN$s8DMUunnABcItKHiLOJP#rdDYLS@}qXJ?tO5ZmRlf0mwK@S(9; z@+r1sQ^b;PyIzpj`ye;dJnyMT-E}!z7rjuAoyG|+isLRTtdo1@D$?_ohhNg5G)vA(`2rB!*k>4Vi1Qc_aDA<}{A32m*-fD&|50lof? zm&axK#$Yn;R{_+7gj|_F>ea;&vxZ4YQAJ=7d`XKtNA_UBhvf8hor!MSDGsZu_7jBT zE{=#UGxwkH*w@dGSWRcy;XTn6_1l#t=w;J!kqhxc3#@9i>D#|Qb3PF0q*M=`!D)3r zaX?rW2i|7ua&Q-Y{jhE9REkCk?}rM#@oe4>3=}=_YIdVzl&7QiXmU2~zC>%kl!3iZ zJz5_?1^T-&Y(m#A$3#Yq81bddy!J+Y+Ri&EyKDE>5S1gZhekiGd7fn3KRDxC>6ET> z26WxFVL-nD{QsN*D-#Md7XPd(Gjt0IV5)OeT&X<>E**DV@t*#; zbKT$F30ooESkb<|x781W5l2Rzdt4Lyb$meovX=wa`wvbV>eUq6)gke$asB9kha=-w zS46J%nPXq7a@u*Da!B}kS8thvxAh%0qS2e|{J**e{wMcK7y z&pG(5i!z!Y-o8C^BVzwPt*Z!kW#*V|Q)AC4Ca@6>FWgQofgz0*?$V{pp5R|^oky2u zg$;F2^qoGhZ}$_b!$;{3qBb<1zG%9;mWv!vlkLYDUly2NR9LvR;Dd*XhaPgtId5Ec zmv&x1q#B@S@oeKn8x0weqC@LVJ|D8M$ggh(aI@-)L;7szdSG~&?XDH)%3{jQt99&a zbP^}d6ISbKzhset!UA>@(OPzz&EItXPEq;1g4($TgL_-lCr#)+`mx`L zajrTy-8(gw?+wXPA10%DG3|a>=7l3CHl~jXF#h=L$cTk8Gd6`~^wn%r_TAEEA$+Cm z;I`kB+FdNwF3Rbu{eC<8+TyW16=c)`xz~8`{*D<~Fq2 zrKP0_oG_XA7u4EogP=RJ&qXGx283J##ZjQZtUJq zCBjH?y3uDZbNijwy~C@b=9ZhDIa1raWtZg3(d|=~Zoef;7am58nBxBE zie-L?g!qHNU- zluw`LZrC6R?^GD}?ccv%0E)Z=`LX@&E{ z7aK3Exvp%Uf9fEoxaXu(iq8BuXT^#Si=FLCZ01xy+La_NZCkU9m~dsG)+XmG@jE_; zW63&fJYAAVK)ciUE3XZMv0@2rr0$8IGBX#kNkCc*I7s%<$q3mybhZEBbytHjjIS;B z?Qvsd{oEwl6CAbYZL&W+X@1sLCE-V?&YIPUs_JFds&yTNuI_Yei?UmB`LFV;WD}UC?*z1_~+OWr!ihixkq`N#B- zx~aXYr`Meqjz1C=-o?q_OX$#m-&@npY)tvMcC*flBdvC>KQ_&7 zf3xm=dmBHr?;OjdBY!XsK2W%6wk9IDu#WV8vW~EvNd=?b5++Zb8Vyj?*JzYm?N9Nm zB{#?`AfR7x#)Z^9cUT#Nptlfe&&_f>JMwOZekdjg5=r;QXt0WO=_wZE1to5sK-_@>&X% z%dN5`XTg7Cd6@3*$YL>sj*R;1)tvPkHe_J6UOE0=B2xu^o4AjJb_rOWYPbL+SqJ5# zt1PiferEUX-G@m?yf&WB{3wynGEa92&1@>vpYt60SDl(<ukVi)Nn>KE0f-uq>-HOQ+(X1k8O$%7MhpsH6MPw@}?kxyG7QF zA+`w9#(*XVo(o2~bKcBd0B>~NT9F+A9~r)R5}UfHXg3m5>ftr@2Q)c6{T;e^=;`d+ zH;GM)OL9NLxRteaM(92nz%sUmA3x+cU)%WvobUVu8mz_-Ip57GF8b?Ni7@jr10$oJ zx-M&Jvd1S}a)Dv>LeMLn{XPC`yqxshqE@KydHawHMC&qZX=EuJDanUXc z-%f;C;PQrY3(L8pqT(%u-jqZ{VIi>GSw83LP6}od6BFXRL!Y6MIYskw18yZ7HGC`3 zaERZr$DDy*J&!*!In(`&u(UlzuW8zek8?IMAD($GcF&!P5__k|QygP|g=d!DRlDZo zb?exkexG`M`Py*o!y56WJJb)@h#j%YGaaUSH2bLe)?on|mZ3$oymyVpr`{zgzaM?Z|jg(8jJr{F|n+G$LY-CpY zWwNlW-QR}pJx#>no6)s+;Q0l`1mq6r_0$1}-4kPPs$1iA;zzmb+c%|vpU38m$i&F_ zi*W=yf)j)&deTHodA5LP=2*TgPO|^^lYicfxjCk}N%qqIK6Toc;x_e`P;eU=(&@QO zsl&?Nx88RD@ngvEn%ffVFKVB7Y9V5>sE@H?PCwnKdTIS(y+%7`ylqYI@?ylS$x<^< zuAZcMZRV)G&QH%N$Hpy7D-V2U6{ytqIx42YRWl19oV%$4i=5ChZr^SP@WPn_D?L?H z(xnyGq# zZ=h68oHzk2;KUwj{OJb72xqQJ^o}WHDiYlB^n;CCE>o@F$Kr6AY<*`-Rs1wmk8EoDpJK({@dd&22sY$m^M#bYmU|EuzOH* zibHTsK`V%Bc`a2C4C*+|sW-N?*KR4Ow{Nd^KeEAiQJj-Zf#BbaX`0ZnaFS>LJA~u! zByTOzw7vRymqr$#bVPwe`^+{c+Xhn~pOxWZU+-UQ&feD|za!?T%ezsD-;TY%+Vspf zKy1_9+VYwOzwD-J1%){WNJ~ucSCHIWFM1$kt5xy1Lvuvc1{gh*O;=vf$A3Yn>D?8h zD|A;&rcJWx6_A-(x{yVj;GtI?7S$X^2?tQTkXiPtGB=uP=&59*4|`0O;b~_Wq>c8 zod*JbP{kazqXh#ZsTX%B@ZPTvW>>SR{HV4^ z%rYO~6vv*2ZWO#igt}v4dxNof4mp1c0?xej%N$x~n0>h)O zt`3-iHWSMDiux7zRtgS`-#-(`g?CqsG!OIOBY{r&`T3M-H!bse5mgC`q7UAF{q_yQ z_3pMJoQa-EWGBJ7L@-P=WB>)?A5|(Rmw3ry5m%wudDvZ+mTOH;v(E@TW>J4?$X=nD ziGCWj;~r-iA2dB@QfgsWU{P3DNK)%ab^-rOc9$j${#B=WK(l_1W#*IinD+C#>#p=j z+iEM{yZaC0UPmVW{{G{1;>CydJsnq`_~LDK^?3J~oMS7mIFCxHk51}jvTH`HSX}b@ zTG1U&3P(3~ANS&dvfcK~Z(>a{?Yo9aXLNH6TQ~NrbH0&Uz>AnPpIK)3XVw9lWd;_$Lx(Oix+r2Z4W`oPV_w(PC<8?>yFRk6 zH~nTh!#r$6aK>W7r-8w7j+}6!qH{5!Fm2+zVgki5j^)Dg^4OAE^rGhne)bNGs1qPd zp0kd$*YbPFKx8+Nf7Ry|`nhH*f=b0F5k{wZ?tn7`LIfWy(A%+Ytb5`V4UG?|$Dotq zl}z8D1XP+fEr!Yzo`gZUdDV@d>$5gEBdn08M2g?}&z2Rrb=ohp%$$t2V#Nv~;lFx* zH?GjJz}oRIrYI{jA*A7H;w6A_MQe7&wA_ndvRP42E?53obSQD6R!5ya_`f zoE;JU#;H2Fv|W`N=-(|r-tXh#r{0ZM2d}A&eWEi(KmS+1%R5^BX}wUf<3{=B#pwJ- zm+c4TnLhSbH`DIw-RHIFEu^n$(@tsojHE$;Q=}#>3WG^BV%;DviTv9_GmjwELPv0@ zAj7Gm*^70h8MGeZT_N|J2HQzE9{B#U6TC`ueMQ`!kh}xW>5L`Q0q@a#mP?L=Gp8gc z-`U#Q^0J7TcoXP3rbAOmd{xb@YHbbqZyzrXS-+E_9a9l%0qSl_pgTV9@f zU|kXlxq|qIrh#Tpx(2c^wL+q+=Co;A0js0)tCZB#E_f^8h4=4NSx*y<)~ljJzlApH z+~aSXtio#R>#I>W-T&6+BmOR4r*n#~Em4}fzb3VXXWTKK)wFa%mS?;D(utaZ8osx5 zCZ;(L^;TF^UBBf)s#lrJ{Jo($9yNFE7O6asxmenFR6v~bnjtdJPM5#*8CF-O<-hXQ ze$A+P%VtlUu%P<<(@W7~D$^$t4F|P4u&2=V_Pqc*?SXy3Vbda1b zkL;T8lkyf4Mf%8(fmCnQb+5N7eXp_v?-dURd;hCpE8&-dt|KeqxSW$$QQ^lp*IFyM zE2ei&Ve~7rFqVmH^;=A1JK+nIW0`kW{>$@&@{}x8nE(oH>iWPyCxoK$SMtcdH8nN# znFA%z2;GB%CbR7*p0_jOaNSkNIG9+B5+|Z_zsJja-uCff0%7)(Q3?4~-w!;e`XCPT z52T$O7~DanfzSVZ%v|hg(Btc_A_4E27#}ez z?d)_bb&vah72kyaa@^}K;=10Id3_$VCq;b)n%w!&-j?$*r>*-!-MNUDXSHWLrxr}x z6j5lSvEbpHwzf8NEkB*Q!?Fbn7X+usX0^|W96R7m!w=m<|4diV9QI&h!us2mLy9 zupbiwWyq|UswfCKlspE>O~s}`iK*=+(;^fBO%S9jFc8M@~`}k&TXc)K-afvNQ-L0cwEi5a34BR+;1H?`yz0PHK+E^< zvX2#cVMP_f-(z_98~?z_cTgn)cLP`f;F6<2le}g6iB3?mtW~4{7YtFUm9;1bGN+4i$v+v+_6e4CSi*X2U-_CmW z?An>_L5>h~szgH(9ujRkU&zLs`JkYnu{mQhQ)Jq!WGLM~{Up#Iu*jMrwR*ce7v88r3@d#Z5cqkUTIh+d@`%PY}j&HHe822 zO1UNA1^nf@E-JQ7HC<91TCZS5~1d);3A8b9c4Wm8EYmG(@l8iidS{(Y5ehT_Qn5#SOkJ)A3RB@5ncl*@TB zDk0bGdvznd_YeS3(inwxU8q17xZHmDvZ*AhZSS5CnLKOH%F(3amRB+@bN-gyx_`@V zF+oX)ZC_Yk(f*Jmx5%Ttbx~ntgN&EC=7kND*I!cKcAJX(^|!3a7p*t`bM2;8vFT~8 zam_E+o$GvHnfK(W4r=O+-ijAZzH^}CD7nzquhlq@+y9fBE-ZxyyA5jn!p%%!^1>q+feN0Q!rYfE{ZyuPC zUJYT2^vd!3iHI*=ydZ9&yn+S6{x3~Kr%s;y>g`*aiaPnH3h02KgZ{=wfP=x;3!C^^ zd%^RKhMY_?)-;uH01{9x!`P6KrzEJ&_N|BcRDp+ckwdt_{;f@%B}(^osjkd!Y$+t&uHCO-i;y;wweD{$PxMT^c$DBWBj2e^jP z5Olodf$8j2D8v>1sVteQ$1nKF{|4P~+OY3J(eS~Gw``GtH3NkcDE|~^oVRBX*Ko=! z{PY-<3gty+BF7aL7Xw&szBCA0svv&t=FMMUL-wMwzX%Hxh&j)sgRBnZ>275StlT`t zGs~(`M0pnfey4JrYiku_p;NJHvgU%aVPP@joOk$cts&nM+dl3I;oD7BQCTp``8x$| zPOIp0ONIGu4gxEw>|}IQASaJknxv+uuT!bAgmJ$5L{C1;zA0{HTcyRa$3;CnOG;yv znp9NX`;U+5adX8-*@9waLqq3X<>4MOvKwFm})#TEdXIK9?*0b|t z#p+`JzyrCjyXkqTp2{+Xle?8((g~lJ0bznl6$ByE^wHtbT1B3eokd^G`IzHe^zfOk z(ou}ESs*7&$`bF*aEY1w^SZ(=2;Gr5pcy|y6-EAl_OrxI=HRWsN6-X`O1|e&qt`qK z&N0&2J;uf=F;R}5(}PUB#E5dE1YjbZ95UF=o6`U4$wPreMru%f!0*#KE|{SxtO?D^ zpgSf~A)gxBc8_znMQy583^XZhq`E zg&*!q%Vs%^{c^6zr@gad`L>ov`dv1RQywzwYl>#|fDc1YTDU<$r0&^CnH*?awpXq0 z%XZ6%&72=zFn9n+{@{UG^{*w=AO+R?f4m(?(9SSk?a_Vr?%g9jljvn)Prlw0B9y*I zs(n>$lQS}e4Hpp+(YJ43#(NV58Gs9urB67c(q4X#0ci}Gz+B9DK(yl%Ix@DxTM(EM ziUb!qEG|?4qRMlb9N|BGF5)ZgLQquswN?y^;GFtbxL?06bPH1-SK=Z2l$Axt-tu4# z0=J)@#~-NxMp5WxL585nvWxOut9Y7D0|16VI0mMtmb#{IvG+jDfxlF-u2aISB!bXq2X)}y1Ni*L`N<6-B{ZV(-w?Twx@>a{a`DH=Une#pE3=OWqgLa^~S1sDz; zDV&|xvz)vYJ{ua|)jO+u-0;$YnH%*zqaW=X8mr#LC~>`V&Xky23Ko9q#WVbj7_=20 z-thh0gR+G_uPReC&sW_OGqN0(DEg1$hdBrOJ)Qn?#~iU@tDfltPg*#D;X2$xa2P@b zRact(?#cw>1v$tnVsoN;rBwt>E(H_eJ$w`4Oc^cOD6Kl@W30vOS_yVdMuLyrJPI01>l6xX>45$N?Mgc!afo^4GC49o9@XF4_ z#D@h0t`AFSCU`7C+s;Vl@k9j;a)j8%0xKJrI%S*Up zsI<4V{dRkPsAv$aBD^1Bo-MY7ZNZD7pw=PZ3Hl}}CtG9Gk z`}j{kRNk$=e|A-5aG`lcOiQ2kK>;Z(X*+CNR`l!UyKnY$v-Y6Wb;>5TMpEUWZC1xC z`_Dj;!YRyD54HA|YTi0{jRcCyxu3Ym^Fa|Ta5;&S&Ukvt*RSWi6<{c+UO5cxSy*4< z7#uz10iF{`NPYn(J0-FPe zI>q^H7JA^OO}mqJ7;vH{?IaOt7dY@!TABa>pV>72?&5ffmMgG3_yqljfl4lN$tfw( z*%8)4G)p$Ryvx(}D)A6K4{4iMP92}5(X0s0sHv;_l%5_3rZFNyFmBx`E;atLFv5xk z%DsChux@0_VEcAEY}85W^-^1!zoz4L6aHOBMm(Ts)22;4xL~hg6TZdn)R;+2xna)4 z%rvLgFHVB=vnS*)aW&?@((7c!UFU@ZZA;C_SWmyT7Z0r}{q18s#yNPJgsa7+p}%fy zN}J`Bdafux>S)@wlMc1|nH!~t_(fjrvhes{FF@--!s5ZG)3M`j$iA+_Y0>z4Xe0v* z*>AMiNjSnL2?_?P9|?9%OAIg zDh&hk5|H{p4KOTct>S^APh$lA7}*h$m-NHXu3^K6Q$s`fX>m8zm4yPIJnexLzhbP_ z@r0iSfAHKN7sF_si(7-%0z~$t#X&l(3EVt}e}PKFS?X|H2~x;JxAUAX8gKXot5mBx zbkb(7H|>j!3>Ap|h86}}2D$w9@p~bsu?rbO2KyrT$vX7CPn7qt`FteRwUUz3Y@g)W zE^?&T;gXVg$sl`P(VR{(F!ZRzyN3v#{#-2On>8WxI^j0hvz4x(I~jL6BIDCBWB*8J z4HuuRp3oSmdE&C3eZ|l|`<^%bp7O!7VLHh66Lbl2;_`&+}mIB4&)TyU6hOZPKlgV1zoRYE(4f)X5POvPk`Q*us@ zQ&Pcph8=Ks4JMz@V=+kyEi-!ZEF&8jV-6;A@Is57CK-=`tMNO$*DB^!S%S^+f|JPE zu+OqA+%JNso;-PC##n*?Q##nE zcSc3)*M$RjZts=&T|?O*@oc5EuR?Do7HKUbVUZUY5AGWOC@5$S_?TKGihfnU;9xPT zqDb3j!h-07H+z&N@M&?LXb^|^gSvy}n?5~OP?Lt0PZy^eyWwfJ@1NC*L-6P1)mp*V zGLUsR4n*o`lqx<93LP^XG#}i?B{}+{-a@l~?he$yg@^-13FZ^w43Y3WD2{M7us_%h zn*-$s^yCdKQ4ohcCZ`pj8xJ}_B4EOmXOa$v-Rp~mVGqz!@QBn51llAa%6C6O(1x%F z%p0IK2muqj6#*00Ot9m@oq$|vS7F@&fXHzaaNQBCiIK4Vcr6!fs;H&E(+tpc6SItO z)}+iVzzRWPV55wXs6NjBOE+1JU8GQ}dMeO9BIAnjh68ubwN}pg@w~{;?e~XUsRk{D zN!!%yx;p+I;668I(ED#9MLnKrk38X`=UpVWE%dc@Iu=Fmhj%)2I^uT-SUag;e^}O` zLx;@BOHhEhW=hJ+^Vw^d|6lz)ux+|KjlZnjj&-Z$)d(NZFZihP%v6Z@uYiJyhSbPz z38#_@qK&5q2eL(+!oZZ&;Wx)RMB648M5n336mbJ>G(9Uv1iqgrTsjG5kA6xVFDxm6(f=(RCxGd$UGn4{L0%(R50Wvu1A8X;qXls4F*Y(v7zWpq+KjtLX3p7>#oNV<&!XG3ICWd(9W^xjQHH%)#|i zZ{OHwPkTYsZu2oq{H$w~VuLGAX#X6!S*uUUgi9Nnz4Skp&b(MxWnVWWO|EA}U!Iri z_9kPIe|4hAepL_jQbGz>6*_7^r@mT2*4!m^{DkVwY8JMDzv+Z z2!s$WaA5MAH(fh!orvcb5IQf*%u_nLxS>J7F{m}PAPP*>boZE_2ZHwHXkci?d;^E| zeB)SYr-O~Zcanz$f(WtFKUJvwI_%>ZhZs2W$AN%fk$(lez(o>_b@}7R0Xk07cvR(d z(TL$p=0t23CcE(i#Fl4;2|ZrN6cZA|O`iVap%=GH zvw7V#3+)an;@1GN|4`nV^{!|0CQM2>6X(9^UEOVkLe&>a%XKmqP7k~B%j|_x>+e8s znbPi!BlT<*B(8ZJ-B_$MOFpu1cd;93<)OC~=UB=MauDa1cn(Px&Gze{bHHun2|zOG z6^{{&5o3A;DS@(4Kn>k{^uU@ZY$t3_f;o8CE*$9yFM0_9vf1lqWfW9JTL2{#xfvyEP5~^eT6(RbdV+nKV z$V^DhAt8g0G7<%AISb8-^AXqJ{J8?J%91rfrp!f3DJvT@pr_EQLj&Dhz&61UeJ0Cv zO%gOYnihcibG(ynbKPWR1xggeQz-|bM?68;7KBOvyxMERDM zF}Kr`W`tc1^=LaG^Sb7h=&fXpH#u8Zi{DM#)}*SuXJ6v=3Blj%e5y`o->B~DbynyM z;}B3|GMtK;E&weUNrv7+9RxhNlM4#o^Y~&o^rOr7ZJLC9er3=0rDGLk1-QHE;qT zWeOyqq-3;_GS{6_GaHzhU7}K=oCaHGXA3=qIK2HrLx)mTQB2)g-fP`eG_CLOaL_#9 z6NIwm(ceO!KE=I5g+{vnto=4Z&Dq*<02Vhg94i3BL77d?!z;zQjUGLkaPwGp$j1OtdmJ(C*6Vw@!O*Ai@a# z$<;sR_9F4jUGdjIljEU%LgTx9^_I5B9f@b6L+uHfxl?T=-^CcZRX_b$SG&FG=N9dP zgBszN4vHv0x_vY@YO|)=xCdKQ(mo zEgzqGiB*gqS*th%^#LWHr)MS%F9>!irRa8W@CuV`vUX%+;y#e>{a;4JmgMB*IU(y~ zOhfYzsR}9-O)qI_$jd%}1BMe|(&lh58VVVm69-)j5GS=DbmbmWNM(toKV95QV-Vu%l~(XK_O2rS^wJmw&+lBLdH`G$^HMzH0j=!bR)P$ z-$~!z(h&99%u+_;dE2E)zNZ>@f3aFnk|o}4jB5XXI!*31Dty9{#fxbdIhybjHb)qL zy1%7iKS~USaP&<|YFvKU1Swglba?(wUcSoEAclS#4KpE)XN5irGyfqSsa%!yQuNEThwBEdritzVlV+FNv*nXhuP%u@gNX2Y@`>YV^b;5DPPL~^3+y|iR8Tx$|?0 zBl$%RyPXt2Kb)E#JU7`3$CWHBBD_f(>w8;o^Zi}0}~EA1f&FU6UFIiJCRh7 z@1E0Q7`)F5C*7gT9jZsxAM_^ux5%+h;V3SU4fqHm20TLYQ znDHeXf5HaDB%p`l5+W#MpwMX}r`t~_z331^I7tC-Ct+j&!-&eC7f|IBz=+Mmq@@jE z*f5MhYQo{c(8d@bms61f9S*5F@p zqYC14JNk$?m^>#W!BIL&FxVF$T#y3UT3$;RY^o1=@&p56v}q{VZZyMh0-RZBaRH2LTR^J?NSG4HuskuVf zD?Z=nNlS6moXASY&?<*|QMcS8r>&~h;u49`?;D@#^f`a<(nf2^hqWe(-#WRAEx8pj zGkxgEif9}o*Kag&YRh03gXp@BK~npU6nO^o>^B9mD!g*zgudscxmvk z{i`=FoOd?weN6Z5;$lIPlV>!G7B2LX)mkX0b?&z8T&1obXU~v0Rp&UdBBK6^?_#Ti zb>7K3BE4dd%YDh~t4x_@5~dg0?(SO%d& zJejuJzcu>2C8?mAL!Xh6L5X&N>oExFP=i)8&LC+<4_LJd0F5d}mZbclI&ZYWEbu8g z`4#LR-wwbL8ygGS1T#Xof=)PoRB8B0Iet1i4x2A-4p_~!F3xo@XcRaCdBOIFDMAr} zm{GsH|M^C`GJ31wDyJ=8JjL0jw@F|X3zRQ zrPn8}-@B+x`e*tm&*He>ZuVzinMAc}wfas|zBc^y0rxK9S9U)dx4>(@b-{p>7Q(12 z?g$ZrA;l&Tje&855;%hXqN24+L|GnqA5ID_Az*oo?Q}2_^`WVOK4ww03IudV&5C zokImo5s;t1os28()C1~{6`=^!S|+q)ju;^{xg$FwVX`Su&fs77N>@G8_5RbB2s2= z;kyF+a*!D@$|w!4qM#~lu88sk8KMEz){B2Fz+jQ<&9v0 zH7ZT=6I^S$BDN*jR*|c6EO2WS%RnfVkP`#W}F4Z$ejEHVgcv3$1<8RXk zACAh6jCt`@{j6*u69O%3Q`gYRB`4MYAe$G}1L^?wQotbY?oBflJ5u{E{IB?g1gI?~ z^~NxmDsi*&W)xplfo6a;$gdKij3R+(FB2z9gIOp?tMg^ruXXeU@^3j7Lc2R3O5`GW zgsfj8I`2;iU3ZnKxe%qo=|mEItO!2jcUW~^J5$d%L)vu24(5Z;#O1>UqsFi+2=H`( z!_#qeI1R|QBSEtNy=8(uPH_lvk%F9fE6hxy2UKnlJo&*xhvq|1Ky{Q>R4}1U zMMEPk>hvthkt`9t=BFJTFn_a~TGdt~rXhbXNddYDlfs`rr!>Y>fK^!-vGGwuR`Pho z8d@{$5mX0Bb}WsV(|}HY+EFS{`i4bs>z&gs|778vtb7~GkoC7-1gV%9HHVem{N-j~ zlQ(tk&6e$QVlT5Aj_RFu9QqmNyu3zY;$MD`xgF>nJOL28 zCZI0}C&M_Fl)<_1R-nKA6MhtC1(RL;)+!d?DcGle_KKcg?ZLGcO@oObpb>gG0g0Sl zLI2;)rNUia42{koO>>lpLh}c0O2|fq^ z)Q;v?fgFY0g*y}}%o@!E9jnGB3fvmkbrAlXKTMyPec^|w6H!neM-I%ZZ^jrv zC3W%QMIa9qHp5zJ-S>mM#M9f-Vq+~W*GYt#;cihaJ6qQc6<~;0>wJ-pmh{(Q^17dq zusss@$O`2!%)=_Emeoz|$DX`_}iVV1dNEduyTnH7~kD*c0$2nQ}^XL|!?j=NR z-#)Khf}O*ST!>Np33Z{7G8cCIC@k#RQ6qdO=5Z`I9C%KEhC+JF${HiVM(Ld%xFyao z7`{Pp(PO8Ul)m9xG-4#NS4HY#=;4#$(|UrGQ5>@6>%}fU>jrP-nmQC8Vou9E~+IV>LbmjyrU}%xp7RG20<9Nx`hl5Dkq5AP5_Gu z`W&rJTqX4p}>0X^2lm7!F z-z_`0Cdrc)D?Qw!n`@(dj}+O2=^W8H9V}|l8rVKKWB2n}V+uqTJc{Th*~g-&HG6dG zl&{|gESEj~<9Ej~*~(-bLDJ_{&PLY@ne2P6d4Am1f0;3@5g!wqjWeK3?qhvLDhhQg<=J5aSAX}+mj;-7E-$<@U2~m`DS8!`r_j`sR=%vG#BjwKR*}145JSKiF636wM zH@STkPXxwhrZq3gk)>&le<0K>U_c-sjR7!?rlA;!Fq~m2W_iJ8to3HAqA?L0-WUXl znDI?IdP#ilkLOs-A2o+8Zg0P3($0#aqHSP$>}iTaQj!dqki((>!ziLq#25^uj6>b} z(?}wC2Y{i*)5)vN&7m_Igfbgn6CVJ61wevAcq8}kL)}J%XO)>p{nL{Rq+U`8{Cs!i zsrri7CIm(`W@nX2cg$@#={fShLuNN_y-%n0=Uv^BLaZ-~MtlXl1-4I1Jm!|E-diL# zr?rb>dzI6r3l=`#TbA7Do~ru3@7xIU`t14{b5EoWS5Z4UU)1H*m-1sLMNwPd2|_WH zDbb0kPQtarn8-zHtu~3yA19^l6q9Letr%Rc#lY8ij%$^Kl;}TFa(|!sLWf11p!v@!;l5(!{RhkebY|@0(=tL zxPO=A?ahHDwxcjscqYYt`}S{SE^HFpgzmZGOer{9Z$KVYYwuIXvqcdn!3umqI-*e< zg`24skM(i8$qm&{LqiG1V5G@(Fwg}@fkAGYs;=%xZ$CY<2|qE?G)W2T)KutWQ(>Kx z(!B0uT_gR)ex9?%IznUi|E-#f;`W7dZ*5B|ybg!zN%pF^ec0wgV_T2OX?kD3b{jP& zWo>)$-eIq$jiy!nnic&jyX@ol6LMiEo+_Od*Bd!=W7$pZ1`!oi)jX154x|G&d31rI zAh!#yBfkH+7;ov#)IIpIKP3mH%t%}79RaTNuV4*2`G+S~-VF(!Z#akm) z@LEdb`Pd=T-5nu7;Ny~w3JU^gIbZ@3s);~qQ=;;z{;9oR=H`Nxq1>6w!2zK_Mm1wP z3Ww;1FZ#HahUYG<@^Dnta-0bUUQMR^Ced)Tv=gRgevFi~v~VecgkyMHQ%TeH2e<~{ zJ65ft$&4x$Oy63Ir!fY|iJ}4E=6f{SY}V{Sb6MQ??^~^<73b_y8rJY`P2}+mV@jTm z;;5zX|3V?-M&8Yv_c?uarusXF%{vXGD%u-7%Q8Ao9yZy&C`rk_WuRP{>ClS_k5sxm z&kAdaw9pN?F#TYkzS=$gF3H`?66;m50;gJdRjedfj)pf%J1!EN?k>nJeY@jm`=oia z-cqe;_XD^D3L46C8ihGGTpAS>cYadj8E*xvo`|;K5Mg0xh3I|)N}ML!6lD~)cpZ)3 zLK`PBgc{0Qfj3-NU(X#!aV50|L2GfXS~(vHSUqo*FfJCP2Xv=P05(Cm&H^}+UILv1 z!lv!+7hROE4T88Q%5Ko2W#aH(Q~}tzV+_ch1NgGnuM1vGWF+;YBtR=!&=I5o&xKTu z6`J9RToAKkir{O&pa%g)bxJWlF}>{jfddDYw{sU_FE$i(FiI|&OGs*_q0HNd>!KDW zZ(3Vh6J>xmj77dhwb5|_>n=W}Ow%1rt*4UvJiT7H?^$w9 z`uNu#EkDltzKT`*T0VaHs1rLLKd~N_YsMz1rQ+RmU07WBRSbXpAgi8;_6TzP27Dsh7n+pzR5BUAplw3%BT<@>grJ*| z;Dt!}__4Q}OHQu=JJ)HuP>c&52j~{b$phhT3T|36^4pQ#bAup;kr1;XcmL=v=)lSn z%mly(h`52Jih_4f$P_g-VanAXg+p+d5%^dk1VWBF3V+8t1X3OnfBA)Fn1ysj*Ems6n-?tNgORGssrVLYx z$@>x28W7f=8(MjAyqK6}dsDk_W7DQDo%e?YwWQj|eepP%mX+OfN!IPeop{mogBI7c z+(*p+t#xT*o4Nkza8ZH~ZJ*=^fsLZnXBpsDDT;zK0LI1gm!&PgcOnGTimm0nS|y$A zXoO;duAjcAA%qJh4Oa74n(ft^@F&DNs0UaMlAu-3K|Q+yRIKJSq7J_nX2$X|*vTnf zgiQ*=Yi71oQ|z#x>kqy7XHall4Gt*;3gSw;&`d|g1YyoTU2-=lwN#|+;#}8~y|CRP zu_WxI2qT5ze_?DaqCHhNajdYcto6Cc0B$L{vXB+SlfwWq=G9hJO~yvgNMei>Ko{XU z1ZqMdCNLZhQj7j>o*UT_nGTPrTLSeKbe_<;!lj2anl5nPbpfB5PlTifR~g-_dKbTE3U>hT3VT$b5<9NQ93tOIsX zfxqdPRe_%Z!$VPl8y(sZWQ_K}FUR`dhwF+x6 zx{thOqi$riM+H%ibt3^V{hlI~CnoeTdnBhTF)N(W?4&xGkweb!M=Ioa{ZTXT-{1KB zfRHd16F?RbHJL`rj4&b9&P`D!tl|tHzQQKztJjKac;p!f?%sb`Y|V-CWykqGaYiLkn^cJV3N4?giqyO(_IC1r?+r&S^KQ4 zO;_Exb}*+;MRv5P=KJkV>S^VZI{<$}xBpwoy~;0*ZdtZnF?SjzlA1C6+m?3ECl4c= zZVq)$*rdLek+w<=|5`l%(XympKf}{rHV5i+nl}eW?GKZDlRNkKDFDBjC{wu#By$>s zQHIQcKnMb65vVBHCSPA{6^IOx2Yg4#u$}jsX>54UhYiDuw>@Yrv#>a$rRK9TjEDFn z_k4-@k=TZeTPci;4cKRUo=OL8j1xfs;q{=^Hr1WxQpsiF><_`FDxge$a7lWgSl{m4 zcOeYZuC>Cy_c+^OWWtokiY2Wh5)H+$%QD%K%*2L*GvWO(=oG63v+ZxE?x6}SDlh-# zI3t^TW1JbR<}kk2s@0@h(I48Mq>S}Tn9Gi=iHV*&P_T(n*6f&q4;s)98;1JqyZ~Iq zS4a!fKv-itEMBr?fAQyW>_dT7$4?g-`2pV_d7*>MVl*xzUEx&nDl0GX06x1V_#>i& zg81wFsz*#gF3@a0V%HEY<86CwdT#l)Ee)@Sk|+K~PM`lq1!f|!+~@a*8tB3e}_q0plZ zgV(hSeLlPj%zMCh9!LoPCqy;g&WLJU!Y;+g`3J0%k`P5eil(6(MCXw71(TGhMguN_ z8|;2aWYle7svsJ6INBG9nsTnrc_TK_JwkTHeoZu>*9V}0g`5aj^>uIHer_~olv9oC zT9TE}=CF9IaC47`P-+oNF#Sg7a`5Pu!y!VQhv&-j=an@oOwPd~)M2qFwF7NW&7G4o z2$~Q?O=2XP@C)!G5DicO8%HyxprKK=3F0427IcbJTosKztxkLXlzEP^{e1jsE9L`g3dbz0~(mBNxjCi0iTZ{$;aYQ*nO2oQhR8QB5f8AtpxvbmhT z9vouFI{N0Bhba6-ZqwW?an8H2z`y+RbGL-oxb5tgP{IadCubLNMWj zDwk6X@wOxdv5ehJS%F88=qrrky?>wZENt{fo2KdDZWfkU4=c)Uq*Vf=3I(7rCnBWm zxmb2NqP{>%%y+p>)a+lqz)OnzrCnkw>m9#OIf$h za~^DI-Zw18dHUslqwaMR=;3YF+3l^jQ;$1#d-C&a=9nTq{V@4K<;RIqpbom!XbL0x zF}@qF11^c^m@CW}o)l5zV%M8acP_9(d+?>wI+e@wqH+*TIbTFufsusMyx~g^+ggSN ziT5s29}2vFSy2yB0%su%P>k>gKk zTlS((sS6aO8XD*x2S65G9+gM0M# zYj&OCymIv@PDMk9c#utRDSO>O^5IIW%eRu{bXKKBmx8>D*>p*^3t4jk3f3Q#4Dn zyfS>}NQZ=lwhMTHE**&Z0?*|Eak5tF=hxNA!h|X4Fi3)fnVBkW(HyWpa0qNdzkIi+ z>ThuP9c(HzJ-)n_P17lq+)TR?DWLi2uE`~E&3Cd&k=PV(78eA8JRO+okTFniXmo`J z3C^QF$hAR{5|6%`3&q0#dE~-@63}K~&>a#&AtQ!3(3hdEB_gdH?+y4t!sebSDk_40 zGUiGJ?RYjat%%rx+aH(1y(HZXD0BA;KWO7TgV$9kqd>)Ay&gT1Vo2$QedWp9g8zN(LrBeEDB$ z)ZU>wYsd0ovSzj8;(e4>dfLaeWU5Z^bzKu@R2C;wV${^>ZdT{@QIFIV-ew;>byzK? zwadKC@)niThi!WzKcIPpd~f&_u47AqWy=u?YrX;Z49J4t2>nFM!!t%*Lp=*L4Gcu- zO7TtMAkoBs3esv0mK#AFa&{ArveXuA#Im!qfo74Y0#v3>J&O2(BG^h@=n(NaB}mpg zNu1rqdJ>#l1rN$4)lgt4awMwh$&>vDg$_M6pBILzj)^i-C}J8A5wU0wiJU~$JxNv? zu!{jeKHcij!xHTfjUkilF!b;?gg0Ixc^L;D%#5JHQ<`gY7zccYLs?py8ww^!2T=`Q zH%L=;uF8M8W4iBB3Q>wMdUg5}!6epxw3COz`8cB9Ne)*)8cy7jn3cb3ca6}{hU)-! zl0EqkPm6F2!j}F(Pe4@qUWm?AhXinfESihr=CYo3 z;i`iNj@{*IHX(ZI-7K?ynOB_JA5iyr{-NynA*0#gUc3)LWr`Otd>KvhVq1UilS~-p z^%9CmmoyK2a;K&*@`b=8h}H=mHKVHOd{K8_3^LO7wgm0%~L;qgb5SXWTL$5Fd7#j-%_~%0gA^H4H4bDfES@xx71`Z$q zZ-b~KA9pEwK8K<}oktx_a7I4Ft7KvVqqmN)P6n0Q&VXk{pa3kxOcL%76%`Y?P>$al zR_bX8jK(~o*qQ%fxER5t1S2|DzY1WkhHVT7t7pV%c_$S$j~4TPpxz4=u35VA4mr&z zW#?So9})uCAwlrw%A6%s)89kTqBA7QU7BWdgh>DrIQQ1X&d!^*OVmc7@K#p0eck;l z2EscaT-Db)JXVr2V;29^AvC>L2*2?Db>E10??|W7!77?ZYF(S-R42sRM=5?bmDOrq zr`*~&=*$wS(s9!YZ6h5cdQEm)78YT8L`Fr|Ev6=G_Co(&2V^}`-;@O(vV*D??%J2Qwh>xO9!+*B?( z&(=9jOp>AFY}4X0SExQL5P2${kq}gq7Sqk4xv^vckyq6v+De9luZAdrKT(r{Es64h zlFa|z&MgnJurQ`v1^vs*JG3qQII&(*8si#{h!=JcY>uqYA?65^#E8N|SWml*WiH5n zPRox6+fT@=JTw&q6Gu7v-jJrXbESG11nV+UbFta9t^jD%T`SoKfheuTLt3Cll-r z?S4oID_(fXWGwo6aH#7c{{c}k0KsBI94`r${{Ewh1s)2b?r2|uH2`fXPZg0vWs#oi z#f{^GyaRKJ?qLs&u@%Nf$3O1MoH~{Z!COR%%ls#4fFFw%j|QI`#GP@8Gb&f19VT(a z3^UNzC+IMuMr=^k^~Zl=Tz|k;N-uy$@sMR^R!EU$=sF0`Tt3ElAce`~4Vh~~(?RwZ z1;85dQb?>QVkjyQ_MxkOObqGTG5dbc_SiZyLqd7`=X`&;yca1cbecj1BiU$AQl^h_ zPU1XGVgje2U|W>j;@sh4BNk;qYTMXtd52ML9^tu}W1p)8n*HftcsW3S+`WCna&;pP zJN%{CD)V>1;Bnp)UB53r-d;65y zi6t~eL4Np0>f}^o87t68oxZesRE5yaBsM4(`eULe=P@C7mcBlX8z!(OiTd_qgTP%kcsw=RlGh2BIlqIAP_i2s1c2>A$hZDXsC<#}}L#UZ8f41|{QA(a7swSu+xk8o0<<6byX-pQ^0x zr*0#U`x(cELOZ*<`W-*sO(=`d(vtoua2bd~J&=@Ny+8Nm>iMDRqk4B0x;>y5riaM2 zPK zLqalX`gCgFr)a1r%2GFR6Y+aszGfS-0{&6hS~B^AAyS(PFx70;1WUh5ml$~aY8t`y zCc)7xIJ-f|OrkYV^4dao0sfcxMc7sVj*=~Rs+EMlFSVtkqP2lW1j{9N3I_2B^zRoj zc4wwaIY5VRIpg?VgkOYv;>Lq43TEotC!1dNcx|CJ6ts!vM&p=RB}_yhk2nui@J?!n ze3!?@AU~|Pp2tnRfSjC`07y~kE)8;EheZ8%ch?(!WBZl$^s9ei%5+@6{6Yy7tNDvj z%&TZlviHFNV?vg?#P8$u)gqBV4nZbcGHvdCC``v!nx^uMbAOgGh?D@M3 ztsQ1ZL}A(iJW5%#4E@I?MQSp$;&F#dmoCxSOX|PbtRtj+C!R2V)smB46bDB_87ypj zg3?4h=E|-J{wuqu;AI<|35;z9aI?;t&>|wLAxl-VKl21wIK42)JB9zKv&ZD#0{fuZ zuF;gCr37}vja)+`89zWA;RLY)#zfBKMbRC>BJSS3+%<=I0!+&SRShwXLy+eDQN8nd z+FA}VPDnk3hh*~e=f~M#W~?Gk1s;a|y8|*;>-M9X4_*cANFhsn;?l8tkD6QjMK3Qe zyAPd#aKZ7Nqv)6rFfe3B&=rF!fJ<~uSFc`G)4CJCLC51Cqn3Q5VuJ}1zVSojuSR9x z{QK{&FIl?GXuUb9a>J^zW35^e6(^~l&brrbR6=q4Zx;7*V-DK|7#>d6zL%P0w&COh zSKXSCga0h`E$JYprs#nMC_|RVg%*h-wb^1?ft_kL*478H5H$?r(*R{rOp-qV(bt_5 zwl!R`W_bq9+uA;I28tg`ZC;y3*N0V`ODQ1b8{Z}hn2ZcXLgF&;1R0wh$gGClKF%_& zF8lEt&BJL$J(L3W* zNBTx;Ly({jV=E9dN7j)*uRJC6kASRVF=4}>^s=^5NKGBPdPx{{3a?fAL=;p3_SLBi z>VG_l(_P#&>xqWwa8jHKCXZ^8bTqYneqj!mQ-}1F4*Bo9P0Ia!{c~@so~ryht_-t|44Entr5vn6l4VjMBMrM`eZ1AQ`%HUy?em^ zlUMyyU+tS$_SawJMvZ$k?M~JH^7%|pF7%ie{;nyqcizkS&wc;s5tbS1SMi9mf|_6= z$&7)QRr)5lW-J@`x8-BeBhlmo6jKmGS%WB*+Cqd^pE@(cR}S)3B-TCCS5ZbzZLTg?fO- zH{TjO-(BN}Y)<`4I}lOJ+O5h>f3n+F3#G-$HbJ|+e4k(9+`$Ol#&`~EM#ragLMFO= zO!Cfw&-?xJ-Zy$*^H71ZD=obiV-#`mOqTWrS?!@w?GMLf4V`!5gt2PGzDN63FcHW% zBMAZn=roHWDy;-PDW5}d^d!fOBBP6`f4X}SaM+0vy; zVPoj)fqF3~!H5ct9Pg5KG#o3mPcrT3aJVbx5h0dy>199_i3pBI7a+tFTS_7eFV9`x zpF~Y~z|EX-WXKGdD=skp$`eezO$IXz4n%98cXk0CDjyUs8a@oh09d}Tihz5?`&mvm zQ$h^-gIQYc5w~w&@xE-wM3R~h*IV2<@Oj!wJ}IFH{F!Q9)D1a4oQ`Ybxa=Y^lt(@{ zrtr8D5)ykAp|<#))h&HywT83AzTvkCknZ>|Gl{f*!{yDngKVbzHofy}zA#QpNPQ30 z4*qpDv&|#Sh7U)0Fh5GMkIQ@$v#vFZjb@K8Ydx}0-T3X=1EpR$pZ0aN(+_XgCCjYG zRIR!F(^`Br?iVb}|(N(ww)q%d71%z;W$e#hKydf9C(@?s&eW=w_#j_SVh zlbZ}0&FViOdqp+VyDOD3&yO85&ZF@jVStRJi&_U78?0A58vz!$EX4|aJ_!#s4Wi!i zP`HSEflhPND5_~mc!Q`0*)4d*`;z?d;gE9(LwN6KLQu)H!NsIXY&e8}i|Q#vREX68 zbPhbFXhX08P}`|)=7=3i424S5T9jqDJaw16#9a&?jrAWhH{Xw z%A~z}A_hXjE+1c(W`)&v)?&#sI!OgcOJASniY6CS3eP@-3M_aP8YARdj{7S!cAbG* z7ow@xJJqt9jC*L6(4v2OabdE2ah${^Ah&tpud#>+3f*iTxy9SH-1+F)RV(z}-_sxL zZ#djq?K9(Wdi!k)a`P&tRyD+H%!+C*jEXp<=G@Pssr&ov&To`9E!V6VQ+&$$?1~6c zl8fPMu~%-#jvm zE)m=A=OR0VPcE$ZLGM&(lB2qZW z^JX&XK^9Dh*iwdj0#z+P)jIO+yLatg&Cn)qiXpGF3k5t*Q%|o+!@&)s2!wfQR?Pq; zK?w`xCNN{1zmhu0%zP|F*==|VwK?4_X`e@q`VP(v{FAo}{;8Wr{uPEMGpk?C<m zF75Dl?DYZ<$Mte6F%;;AAyZMfUbr)3bE>c0*%=0kc1w>0tPteuLma3$2Ru`$=8bP< zTq-))+Lc!Z&&h4|R?rb!%hTKzwn>S!{#T7H@=%aos+j*|!<)=ZsDO&eLpJ!FcU-#l zbVE+#%C!NNrLpeYzQi~iORK-wiXWACSu1mj;$hnK=>&)wv;U*X02c*mLU5LEjnak* z5Yx*JN4m(_?`LiRG8xvGxdALy`yOv{{r0ima$}Kmd426P{k$bgclY4 zM!ZAOlUAhQlU!U9W4taS$dYi%XfHrAQO+{9ek_t$=5l%Y^uN(H85>L;@(yPC;+m)t76IE{WCXpL$~2_0_Y^on2B8uK9=5`bn+IU)LJV+8`S+X?K^>7Mau| zh6^^xI@mtY`*C&k(=%Elvz*%PhXjB{%eP+Vw}cjg#03v@eRZf5gps5zXH@+9(P2ab z`b69#7&;Ix)ZyW7At59-z9-7_33cPW7ID*n2N(;au9i$De6Prz%dIxswJRfYCeN0p zi>iZujuS*3LhnbF!gz%cZ3(zGFmNo~#_CXgKP802oKIjd=7n(J1+_OeK7_M0p9mg; zM^AXWKwl5?g;3GYFEQ7O>D=m9Y)mZ~c?^RNDsKjkn8zWpq71VQktbXUV4$ygw63l$HxPaC zb_)x!><27Gv*o*c)f(5DHE+yE&1#w0AeIy*<@f#B^#6Z{!qa$gK;(sQGOi1ozka>p zKDz1m^^r?VOa>$dX?94|YdvK-HUW4-Cc0CuZ_~+Thw_U|L&L|GT{)FAf5VWu8w~ab zg_g31g$ zn%06vc)TtE97qHO9bPB5jY<;Wf!u);B6T5A@vd?>c4{FZOnX3~(4AAk!uA^juO<@g z_e^I-R$wz^a*`4iqIXh2mkD$tm{d}BQsf(Xr{m9s_s(2e6uM7|-FsnFPV;yU4bP z#MhuCzoON;ud&4aO{j~oNP@tXEa%;gh+eqB%=bqUhEEu0L+qtTwuQ&)DkUMX;b$YU zH}W=NJK=O+sfOAjhdANp!%x90H!i0t`y7w!=@y5qMK@@RoGso}_4=#uz(PsU!!!ko zHlxM#`gL!DG@s%c%+sl#+B~^mwtRAOvJ+hWz+4Fz+H|S!uYRQma$sBaf8)MClZ28G z!qO<+^Bejt`!B9`>MPZ8Yc_ALey3N}BR=I?s=aNiN|)OYy7{=jI_Gz|-}`SJ?gbw( z4Ja9HdG%EGJfGqPJ~6GWt@YKP!gGA0Yn7K>c<82PTkT;Gs#LKB0NIv}lM`#^Oi=wno}hSSyq&56hnwutxTpih2`s}skqk$TL61s7 z*pSDr$H(j|u#Ob4J=>ITuC94`0{TQ559i`Pkt9W{~W*DGl&Pa zflm@vk5sx17w=%(6B2?zFebXWzCjsmkp-?uUyv9VuY{F4&UfbgP^(`L3Gw#daC3Ex zvWA>HmtrnM$c57iy!m{K!{w;Ebzdd=99qxB-&>@)eszCgWigrL+}Dzf7~ zMA>D~3SXM<8}HWTp-Zd#C;LW&*o8;(51VRfOz0YSC2z&)jdus>c)*s;bgDZ8iq3DN z9l@*8F0Rpl3(nLkU$Gtckbk0I2fYVGhL;B9VEzp?`-TY<<>lqsb1X2upfqkaxnsWn za+w7L0WJUqF#`%vqJ(|GSZWSGP0&`yGd5TXKN+T);bz{yUlg%EJ>d$SE(IZf zhi^!j?nXMq6)vQ zzlb2`(a%*1ZtYsy(wO;bQGn!@tEvn(Ul8=xHD7DyhA!2ftBNOTb@uw)#YTO0-5HO? zox1z3Nj-xojwsH@3<&|jM}d%s7F5Wq0hr}9oj`eUnPvZr==sc4E2#jXIw7>!c7|5( zc;NPikl$%I23=zXE65U+GtUg+^QMVN9BM`| zzjiy(JgcjBB|eP0u*ABx#hH&y1Lru1K*8*lG_VKoDPwD*0qcf?hy6?{pyrgzU6uo! zkfB~|3)hSh+ivNisxzZL?&ALw$=Im#w%WCI&*>rj zn5C$R8Y2-@q$vJEu39`4?pa?zTeZ$_o_!aur`k&f-MUgYY+2*(rzw4h$tQSTFx_#i z6KFudmNUrpTX4 zUeM5}42dg58r7*&0mx|&p`rt~JDwL_xtwrNAJ8@eIvH*K%_C_=c@-5*Ow&DbKvBh% z)CkBKe0|FuB7%MO*FFL;!MkLYQb6q%u0C}?%`6xwEE@+NTPsFliG)yhRBLQFP2N^B zU?mZe-j_LkVQP-dv5>BXvq>j>eBK-xbrzUlYy>VL;sJ{N1vD-!E%F_alDS#KuMF2| zh7qwcB)_Vt%+d4JGYp!HC4|s-*M=HEV&tf2-GGhu~k5Y-GVU5|e z7>}ij7sTGMVP97cNtvO=U2KnnP zUHbaXn}2}cf>(9t>On|Td9luhI*|&J)CgB`*|~g3Pre_oim7e{s|?XNS{|oa+&CTy zP)G>n5=!LC6EF?_M2^|Zm*#wrESqH(hNU&>Rn1pfx9E?-~E?s{zuC7N& zdht5L&AEycIVr9!Ro6q5+C;*2(-eQIg|qEEp3iIkdhB&x9u>L0V!G1PJKZ+M)f#=W zFML;?uDVv%b+zgrUE{O^TfqmX6-l*rI0IL6=E?Y3> z*e{x5%1Hj>!*Z8+&tVA{+j@6oQG|6I&Wvv2V)YN18Ob>BjoN`hMS8E8f12y(J)9V3_xxua+O!jM~4doErxDAA}{smaXuSVitit+zqT zy_bi@cAYV_!fb_8T*utu|JL`j9xkM#=&5MxXmPD0t6!JFt5Lo2ap?XaP6A2b2W4-eQ zbblqKto{)BaTmw~I@5-Z3pgBL!nRScr2fzm>?)_QMgYv?YyLp(3TMZ#`{Ecz3-$Gp z`QoyGDpkbFHEX;Lmu6>6woyskKN5)bG_X8d3~#C4m}F#z19w~+qd|uD2S}?i9SuAb zV%#z4Tx4`q^y?s+bZ}A)nLD{u2=#Dk4$}+3ZAZYr@7^(118EF3L8^aUbWhHBz)5W~ zAEgpq6K{~S#I4{G-@JLVjm97`F=@;C7zz>ytyTKqEo3LAq{Za@fddC7M?Hv-s_Noe z(FFm(a+mQUeag4{Up=I#)Aw%jQWFcW|Kj7<$uFquwrHj2+SUZu_&w3%$7*%V4Z42c z;EK{JJptU3R;b>F_BFg~Ys>;`tka9EL#APe4d$I8j+1#}hP65`EnHQ|MEF>VYo ziMq078bXY;H*e;_gzw8~ltVEdm*f6!C$K-P6QhNKNBnNjUFT&2z(WL3Phs3BY%c!z zBbC)ioDOJ1Y%PfbAZi%JSvfkMKx-;1T`5Xos05xeKlnk`%{XD?BsSq<0m(*SPR*X_ z{76fmjsnBN&=zDfW?6P&)%R+8XhlWAATx-H4*&8@hdFGvAxk#YBHP0NUQgvhN9ukc zR745fe;^wQ9foj{w{3;a<|iSB+iz+x5_2t7@QCT?aY$ptZ7`V$uJymE$GH5`0wkF_ zm>jmd$~0q6Q*uuKHsr%;-Y+4d%%P0yTbDktsg!Yb%~;UKX=>WFVbK4f8rpLj(Q_kiEw61U)Q=55BHnZ)O5z=3LghO6f<90G8AS2-8qNZlTl6 zx5k5seC)Uk$P7$gieAfI#C6>?_RloVR4Q-vchMK#g zkd;$7Q|{nT&DBSG#8aVlMWeXJ(1x!|z{HM{|oA zP)ZvL4y1B{a?MeZDEqp@K^!Au6ydqyI6V}2RV)vJG(+1B-yt%^RS}6eGzf6WW8f_l zIx*z`;o)xabkW*E12#MgL-$ER0Vv38hz|PPg7YsI$k7cX>=58v2eqs)(#0_?v3J;9SdK$ zw44Rwb=!c>(a@1;Yl=Mh;h_DPrG2-*tgG^$3g`gdyDXAk-XFvZEr!5G@F!*Bg!6#) zE-tYY#_q07Uy$nOY_ha0|8v5PiZoJt#dAHE6+fAaKEG^$G$-;Ye)IZV?bB*6xpVJ- zs6|*0Z**;Pza8O}k=W;u%$WM>GaD22DZM?PfAy71iDIAHgo}Z99z0l}&=-Fr5j5yS z5Z~B}6h&=$N9>Zxo~&P~lG;Su=op&%SqDFNrKW1Sq+f3{IDw~iC}{NUp79Rx2K zdCkAcvf#%yY%gmr`HF)z#?dq7i0d^vqRbH@b1v+-6nDc>1k-0Nk7 z`oW5;quY7?NP06yZ03;cLuL+*Tf!xygsf+a`i$nyjfiZZOWwTU+y_GMstytHE$lF& z1v)&;Bw&PYufGWhggCZF3cWfaV744!2ekgCrB8cY1>Y!Yb0Vm!L9*B;btzK}-&$V@g9v_wqT&ZPNT&?)@q`=l^zHc%JiQ?X&~d-+6~!<)_zJO*T16fL5 z7k8@BXR+6~cx6Y)IKxBNR!t~N!UoTDyQO8KL~$|S|E$D2r#-bjbPoVfb(aceI2)9d z+i>WhS-d!45DF}k6#^@YT*>?iQ}yRBTwwejksj%mfof{sQd=9OX&By-7*(fCVR0ho zp2PIBrC~?h-E-7gJQSGurl#R|JhQt_B)1!lFPznKXU#1Z$vXkKS|H5 zuTQeWTuYd_@P=AhbSum-L1N2iAaVyPrOl%3Lncr4U-K!ye$PC%6Q!wg+-M3JPWZ4MSNu>39gu0 zh@&aqURha&o6s0B8HpxT?4={B6!ixqRr3j8k3x-O&0b^97moTxJN`qGL>VrT;AAwe zcWKUa^_}39+XIiZ$+1`BqbQ7@nQB%I?&BhX))t)kHG%ecd&H2=K_@?)Dlv8LpKI_c zWI&~xj8&_AtKyC10~zWiqr1f)Ju-6N!uzFnvpbNIYL0%UzYY<2HG}n7skkwzK{rNK z1V9T2g1%HiM~W)G19as>o5EgVbH(aVjKV34`JY)>Bq9|cHIYhUQa6!_!E56rzF~9_ zq%}f5|qq?;>C;A z*=JxX1keU9R$|mTU80JZ$8-}ma3M-)#T~l}5hm0d-Fk!ZpMl#sx?-~x-NS z*-RgT^I^ux5_#ws(Jdey3d_W(v|O|s`6rE4dp}c*Z{zRt` zK;+{(QH{WEPgtRc29numgmRViS6p3*ncxc`7D{rg8e-g7A_ltC3o1+O2RNy1ybeDM z6^XVhNKQd}RG)0el0U$waH$aVAlHmC9_)u)2C!w++K|bU9pjUXb07hQo>5N2ao)<6 zo^l8IvBe{g!PQEZ7u$b1HC0fw%`Ti`@*y<}L(UYpU@w%;oNG{ouZJtJRake9<`>*B zwkdx?6)VCg$6kn!5`DjAbB5*d3W=|s=Cxl;(>pWOiBGo}8#NY&YaXu{pKfb=eW3YU z7{~pm1T`_j$?VOR?Mf#?YWGuNGmwlz8<7cZg{!MPhRwCMVp74;F(fQ$I!1a7aCmmZ z0uDR^epQ{F5g3g?I@Id$f!k>Lv9i*|AN$ex(vWezaCCcaO#cPg1HeoUQSv%}{yf3I zWcY}bATg8=flRF`s&X15FMr4!zyRZ*jGG1ax*&v+dnD%e*J(BFmBvbjmYb zn${Zi{1M$>gRv7ewZJYK+zs9^VmcslNL_klq8CxGsC+1SXZUcq6RdTGL%z64gaPU$ zXr`K59%7`VBb*ggeV&Eq2%tY&F4|-U5hx6KFXZM+moHP`;yHLVGIE{KZ)z$k*X(YC zQ*&Iw>ezl$_owCG6^2ef!uYDhn2C$Ldn!{Fg>7>_D$5E{l_Kkmg@6IZ8Ku*g z22saD_z`#~5!u05U zOTZ)`wF>+()UU9wl6z5VE07up9rh#DmKngaQcd%&nO&jypw^_X0vl(`39_QujF1gH zi5AhJ;!```I?`0Gf>>iNc9bA1qU_iB+X3+yJr%E-Ltxjpz5VIA04AX>BEn-&#qR@}tHT4=;#X!m|1&eGPo^V^3_bZ` zYV2;>t!%f?Ze7;42DNtbOzf2y#k-rWZev|`XlGKVm@at^mh<@T%f=zVM$XmLoYSfi zSNVG!SoS9>PwtW4I0hi-+C3D+oE4_BZL7S<$$V0}SDqz$L7+$FB!Rg}cdoJCLtcOV z+JmkOKWFY9N`1Tpz4Z0`G)-^|pjL>9j*<+az#}*=ucO@s>8KGJ46!FW=$k#5yvjZTDL`muwJY1)!`vb|#g`dQ7Ou9TYd%fT@Uf67CBs z534slY9)w$nRB8M#nqEDIPdei@6PmE5C!A98`b}}=4IX3?&az1966C$GN4Up<8~5?9G-O)vSmnjr1O@FR>~^y@AZebBn}v&Rosq= zeT4PGpBB}etTf#HIs*fIlhNx+!IHlU8qPr_f{}p2B3VKRy~H<9#I+x05jl9OnK2&` zK?R=iF);>ynuzDx06@w_9*LZm%Myxg)D@(7_AinwxIuy2xp*;Ovv7$S$w*zgt3||m zfMK!+A`5YbIqITjCMb!jt5aTWrFQ8R{PWZ*b#>WjY_Y&cV4~1F{;63R9s(>+86c48}BMTGGVsnV#H6i(FfFj&R4{iR zJV*r6sISs$wdsC1esIpL+!)#%t$I%_lJL(9r1|+*U2wreVeq@$E4!VRY`3nYY>V!4 z%IWk6-x&{EvRXU%^jP+XU(MN$xi3@^8NJ-Ed7N$JIB`=WE9h`qNvcUkEh=J=4LVz} z$zU$)Z#r5DH-6TMp&+M-kf{E|ZrAbbSZ2^kU!PY*3rnAjOqKa2kTC{bX>3rQIBEK6 zcDjo-H;oVX3DGY?0!l~3i4@Tki8>x=*&G*wBwVpOKT~GzW!H_|(7^3N2t;5X(fd_` za972tft}m?>3{%Ez^@W92Vj$qfdSrPd{cGLoCzCXi&dgqX#|DB}dI zK)NH*r8Ok>?CeHxEX#@0me_I4FR1v+P7cFAXLE9Fq( zAdCA_>r!4@_jyp58JLs>CFFbY>b0k@IfAcWC+-TNNQ4ph+;ufNIg|=mSTM7_P zd<*P!OKMn-v#h_it1~1#nVFPG34u$Z5!?8& zTx`fPUMHE}9*K|xY!0@MKb%lr3wRF3$T(@66#+{*P}-$%zi?Ci0BpqnKoNirgms(* z9~eepA5dA+9(*TvhzLs0PKTDczNV&zt-Rf@>PF35*Iqs%Uo)s{{Di)d8?U@_@H)~N-eui6(Pe`8pkSr& z8FC685yufV1v(o+;Dv;|W^Wgi6yvSQ+aO7?ITsr{>1vEsIDAXcRzdDx59uzZX4__R zaVDWzr%9zBK`%pc;6@>;=l<|)5#RE!KJ0oBYisRkkLY+e>*BF)H?{nvY63~ zs2)TBAcXB8CrIqzz(kD)n&gCQ&*$Hb>P5ms+<(X~H4Ga?Ys^3;qk6vqq;pFdgK}od8JKC~|5(>JOeWs58$M z87`omWJ*L({0cgZv663u&T!2-4c8pHRXQ!OQvROC2yCRF|cd9Oa&a0W<%OTO0CR@=f9Ix6nFqzoGF-oYeYg7GOUJ zcH98ie#&loP(Te7C3I4_zQ5#kQVJo&rBK9Bf}M(Iskp_o7rFu*@xfV_m-llpbc~IP zYScP3f?|lIWh&@Ti*>0+yGePKV|AC3$q3^}knhG;ni8y+kYR zH?MB+s?5ybVJ5qq3Udxe)Jq!CPpX#ZuYEkJoJ4+zdDT?kpN#;x#O;Pw6T79ExMnCj zBH}6KEsQuY6ftA&X^=K5AOSV52&OW?w!tV=UwI&KC$j*;>Y4)w1cJrGxc)d2tdkLo ze0g}FRuo^5ezYMmkM}{M;Z*>byjGdg2%H(fl2=l_41v`dk`cjl)5MBTPdW%;kMn>G zZX%b!vCAUHoB`j-Qee)o?jjeW+iGlPq=WHrNS4=8GcSi-t88qhL=nwD%bS z;yEJR;r=4iLAr`hnsB>hiL9v74Gc`s=F_5yMa#THx)%z@-S+lk%W!!us6L}yxHJ@x z6uT3J8bfISEUKs>+NM^czYK?n$@~5#kydW<^yy-7h#$fSV{ZF;*yzUNwF}cIF~xim zQV-tt+_`hH0uUqP>cd)s%fIiMIl;|{9dr;JBsXdwN>5WrX>>;9?WI90jgo#W<(U2l zF@dm9`0S*UIIGrAbv4v_E&xCj2R{XqMk9V9w{zzri!L3W zm*eQ!@Z^b52n=3z&O5k3>1}If&f)ZFvu-5xb=kczLMd|X(d-Viyu?1_3`A6Td%>@R zb;lSc0-~{$hR}*NiIJNL^wZ3lOqAd(BqH#ICD%ffkSga=$%(Pina<|s-E};;_ecQf zKQT5v@D#3*LH9drDe@YI{6>8N=G$LP6-ow~>zytmGY{NO7EDb&+tL6!N7}4+GMr$* zD5#jm27z_!A_G-SXvR*_ScM@_`{tU=X?A79ST4qI0?7cw;i4eyK#9kNr#J22U37(H zI%*;0oG9nH!xWF`6zFl0*K(QZq>v<`0ufvl_OIkfY8@&hIxixo_zi6Smf#^b2VhUk zgyQAP#Rj8N=AK~!k+ct>TL5oDppX7i+sa-cQ$(<$#@rE)kd$aR-kYklfb+rytgr6s z_Dc)!`Fq_A%|jdniJvRHHXlgiPsdv~Z=)H{iG65kaP3*8EH=CejroHn(m(dSt(eE#aghbGIGOD-OKdC>ws z*<^2|bz0b3ca$oHY7$&}XJ?BSM&a@H+O8x)C>T1RCM$6{$H(s1r+Bmr{1LA$PBlFd8T0JIc}8|M*qVwJ!D&Utc6MuwYKs=a%YF0EQ9>OMe~I-Jq);{zc9s+ab->F4IlQav`P^7=)Tib{ z9)p4~`28rVRqIFDO!b$Iu~kit)1n%S8t3>At#v-jO1^Uo7u{X5!sqR|;qrHf=Xl?p zwlnehi=CzFCI6Z2@YGTB{Kw?!Eo0yRa{t@;&3@GL-xuEJ$fD(Bc7y$OQrEd^(`lQ4xMYIG_~NEZ+ZfphFj)L?9q6#>+IE zfq_S;4cIN;w(LyJGJ6S^AZV%Y=YP+R)~ciw#6P(P6GI54aT(P)$^y!;>n@5V&F6lMHN4oUYJH{#hNuoAp&pR z0wNJbZ11k;%f0sUQ|_ zb&!@tY^{)~&3?G|Sm(C&VpIF;oJ$=#FzK_<1zdq zRFJNZ8dej;+JfWz5Gn+2=LgWLb0iDqvG`e~LqcZN^o;OX0*W;=Lk&dC10H8z=(06y z;B62lb0k5Mc&b^Ygh6mp6o7o|;8j%fVv2wT7xRh#1zoi2+GX9h810>e{SL|MO?o;e z24+hK@y5ltm4U%iUm_6@I9^MAq44yJjC?0;9Cq`j@Rj3$SXlfq z!}i-I(3L?(PTvQ~H3B~FiYisJ{q}bAw)3(_Fm@A1iJ!sEAxQIA)Q7pG&lel8QAC?0 z4b1*=|G|ZNMNsL-Lo=mP_xi$?Q&t5B2Q$DXQ~?sf0N;c=O;z`FV^Vs0`rhQNA{{b9 zk5KkN7rDoHO75A?4rBIv#P2l5!EZ;|n&4G$<6N~6Q2EZVgPe2C_bV*qkL2R1_0X)1 z?D}J2Q^^ELJJB;}{rG-O|H&UvU%q?g;uiPvJ9VYyBjc)8Ub#Nh;Pi;--;_hw=&i`w zsrIS(cxH{)TA|j*YLq=pjAfIBH;!L0cWwvHG`XIby;k|+=FhaoVVR33$|}gY`zZb` zh90DVUXiHsf zCCon^;u@i?$B~ne4Z7H`I+awv} z@-;mawK7WC%}kH)=iu>?9YBqx4}9YAta3`v>f|@&R-LIRB?& zW7^W_f<_{W6tTmopYnK}z7*@39}0pDqU}?6w!fKE=E!9f%AEqo36e?oU4Lw8-?o)= z=xK$d>n>VP&Hic{(RiNx-9q9o)4d4*{QcREdMQt38y#+o`H;AwOmv#yUIZNJ z7B)BUhjm+3qu8?)d>=m!P8$>O8*SohM%32SHa|i)cXjSjskbm!du23pI8L=Wu5mxB z(G7pqb(GW@@jZjr2luYiYaQzG^loZE*SKr{xV8=|kgp&3I!d!c$d4YD6S_{FY|)_N zp>QELht`6_%NK(%ToG*C+1dzM3UX+D;jKoAgK7CFzZ4(cPTI>~yebDJR!%DTE78$k zY%*K3CJ`Mq;h7@;^za$XvojWOaotc3UO|5-nu!S^N%=x{pD^)lxTy>fEQP#(2~(b8 z#2RgnpV$P>okhe+OD7radjg|CXyq_ncB<3?3Efv)mS2&Z@b%G4P;G3b$Y8#9**bs= zOom)prPOYsn%WU0_rx}=Ot_zv$5Q-2G>Y#YSjxi@usj-Fgc#U4vKfCs^jBgGZpm2M zT^g9O=&GfnCxYmy-$*KkW3XYNy70k3Scf^z7TP0F2D+}EJ$teYL+cZYBFBUr`H~&U zy9UzyAoIZtFzNS;14>rPzuWmkzr08EsMarJTjB(D1+-wM|4z@%vcmExrpVB)&00eJ z*G~AJIvytdgJZmD4dQ|ZgwqaiBo+P+36)O33L1C8LB885lEO|$iUu-3a@LJ5 zK7+bgizUPy2%1}VPvBYys3&Z}kckj%>+ncm8TweCu*N4HkT{%Uv91* z%)C5SkE*JNHp`;Y03>*K*QAHo06-0jMZYj4eeTHt5N5=ZMefz3ujGvDO%2LlY3lY8|b7-?V61Bhi+`H2W+1t z?bg!LQc|~aW6c2>r^lDB^_3|8GZa>D>L!LItr9#Gx@G;y($T0_@RAS9>AlPF>2saC zbG@yaGrTt!w?F3m4O6#iALe9#o|w79E6Ici$qnIcP;VrED&@0~&Urs1P)=>~#?Cy{ z>Aq@fR{7$ri<2)+GG_s+po=@MNGBks!HebOW?4#m0KylY|0J|QbOAuB51XH+%2j4t z(3>}J&g(*c15@Twp`zm_9TT#V3qpr28@EZeGslXcJK5fe07_x6tJ{+fj`T$Tv3Kv@ zZO3e(l44`!w3ic|X>wYcC6+6cHjf@nC#b!6RY9~Rcnb)Mhse|(od%JYl$*GGoODo0Q!@ zzP&4{jJ>`(bl5cOLrcbXc$}5}LrprtUbi+T`*$(cD-2D3c9h^hLe3OkpUTkbkJ2oo z)P>Zmg7U)^lEX7?_@2r%6Djlqpj{R^oGSI~5j>6) z4{m^*0Yw@QC-2qOxfH!4P*I{{kP7c+<8MP(`!ULUUs+_KeusB^4GM2X zl~L*Nq8zBQ#SQ_$6DfXF&!Dt!+{u2&JMtYZ7gf{?=T=6o_BzY8y)vi&l{Oa@lFVvq z`UeGRk7(F1Z`#1od+WO1YOP6Hc(UIzrJZ|p4ptml;V~&=`Yxu8A^9n9n5^OCQ;;IX zAiSb8rWaw~h5Ke%D$QPUGtF)#zEdOTMATwys>@PuCd-p=tQnd8h}pBs|Rl1 z=FhYM4O^SBKAkeL4T2N+>|)^Ag$gfr%COXF;7Ot_p`DQ)MY_6_nmgtZeGR_E>Qf!QK(~>H1M$GM00zo2?(NnOCnOxdA8y+j;Zm zuW6GQ?0*s5n`jcbv7ovr4bBKt+v~x>lU(DXqj%nt-(cCDn=Vc-wDzrAr$JL=>ys@n zDwc*FB@p1Sul>oquKu#dz89U}?TBfuxg@pD=xPQl`Xm4lJLv(XvG4C?km*|R53^_B z4<65rUo3NEwr;rHhuJV>R#Ou5(+{SYnwloxu4h;PsWUCiwzNF&z3lM0ZJHwY6B<8g zwqJA}2d%z@u2zzrQ8uc+yw$BZwByb0Q~egH=oCkGP3Q@pYtT71I!8q-$=id$y!?ObXkNOs`9G8V-j*V;Tp#AoLuqY%Xccg7oPcDdJUt1 zc@4NijY!S$VRz#2g7?bn&XL}*>uk55%J!~BmKv2hA{`DeZ36`l0xejOiPCt5>aq*y z$Y$seY70Op`ghQprf( zvo%qOiyl1iM$-JryrP-DA4v~Uhv_qHbMYC5`PG$u$00MNGe6Oc2L@N1O;SfC%^gfP9pG{nRN_QFMX zlOvKb@M^LcsS^JnCTyUNXq!a-Wi~+C4dUtJE;bq+CtJ2T9c@kQML0s1p7$ZrMgZov zQHTx*f_n_aN#ncn4-paRJMZ4;vZa>U%(^e`TV*?ol9uWa6c+A6il59cC8H%A@27}T zg&5e5>x`@g|C_xflw_;lQV;2AHLK#ix$a!@vs1T9zGcT`?R10+;k6T`hz!s+NOE=4 z%q%SxeV2wmdUS#upVIOzWo^vq!B}LTaBlp8{uxGnUwKTesal_1^GFvo98$21wToj` z!)k#RPytAQkfkcawOlSCvMzm)^YW-x(`L=;t1`Q3KzXp!Y`@7q-SXW#q@L-c5tuTm zN~RrWOU>)h)+I6LPN&yG z$_p?J=5ByUpme}Rs3!4gAysj?D8~^K0T|J$T>S)qOwdBXg}m_6OozVu`pB_GFSpRc z*f2&O%E8bOSCv<9-~P+$3in$j1UyETXzUrgBAPSPOGcyAu*Vtw#WUnwEMd4~Q@E7+ zmPU`(5C2VU_+U=JPx)&{j&u$$;0V#*0%vnU0h{th{BUX#CT9-F|pzY&BWR}+7@~+u_jW?8+msj%0GGIk6 zJ*LzLm&Ve9oTE%zlbTCv2xg|)v0-5{lwWA(%*~7UX1=GkpOO9j^qS<~+g43wC=3}P zV(f?ysv-F*5v~nJXQj9LFYc2)E1g#|!TD@NK;PFI|K)$|JB89ouu`TP@O$UQ#ts$&$71y0*ITT9Lma z9k7|QhVqhEEX6Ml?}PG>0LLUA#&|3S$337g!U_Il`Gv_ z>)iiJ$}h2PvWXl<=W?U|(Fcb@UpP902Zd3WGpeS4GC!ACG6@|5{Vin*4cmFw*t^zy z=P1ca$9~oZ5-i=wl zN)OlS0b3eRkBljqd}V{$qfxW#y#9@xQY~-!iS$El53C;&a+f>~mIX}Y)t!&NZT_KK zC3Hb7vlX+Lca?F5{ieky5vg7%)`N z*v1Q|KPCR?qDY`BV%7)+2JW8H37^1#x6-GHTF&ObIp<8a+&LfFeTSJ@*OO1@kRypT zv?62#?mSGrQF!+fBB+$Gq}1_vQDZ2qNuCIbk_w7RZ~BZj<-j)Ed5BoZbC_d}^%P=r zFgWUr?Pg};Rea)yyvfM$Sg7#!(ca&I;kPjC_H(uBw?}e~6#TKyjW6~t2N%Y9r16nv zVa>hl-W`_d*G$Qoz*@426Zb18i8q(&Wa%8^b*m)oVNQczO!k1aQFi5^y6cv>wk4>Z zsXtdC1djTx`(-`XAxQtH}x1Ovw8pO20izOYPhWVDf2L@~5*+HSVeQB#6VTI9r z05(zbvz&_y=)WAju?Uak9j&9IRPg4VPjd8Xr>qt0OvrkcA*cWx+$c2%6%l@ z;PVo7+KY34YyeB$`SFn#G(>0YNx=7FV=t3+u9i&a;L$J$TxD`~vrs~ajWXDwHtp3Y z0R1fVbIrbFC?bfDWu7ci&PueDS3>ED+h_F2&IYGj~hWAFS2&7BVonfhqh?7Dz; z=WcD2z2Wz7&yMYx-37~q@Mf}V;`HedTz?aNz^7nls8OV6_(6RQJV_FwQTzAq&d%47 z9g+2uCsxzA0#Gr>nlKS=a+|evU+v`p-Cw?@`fvN>z%Bw<5F;Z!O~0u@vnceb)mUJ` zo2QGTcc8#Z#=3#kXzWA4Sc>J>FlLEg3i|)c!1tqD;;$0Jaakaj=ae&jEtc@|R4Mlv zi(v%`V^ddI6{0*4@eOWDAL*}nbaWBmPF3~vT~!6iAU>}dT?tRoJc*bFKBZ*(gt#UZ zCfY#FX(RO z<|SEwqm~6d|D3B8Hu4OtAEYDsRNQEXU80OGh>k?RTPpTAqei=l#OCe|Ka(Z;Tdk5cVypCYF6&yk?Zd6?&8^x^~@Cu z8gpU+^tBO3-@iW))|(W9V1)oVQx1nPV(O92S4yVic*Iq~wVXzgNO;@1(N;QP6B;J^ zasnupzBg9`AU|Qz-k#|KEGw_&Vxu<#pSP*_G+WR+%QtLD5%8YBSOM zdxoyB`tE~R$lpQR$mydy8P^|7fQ)Qi@M17^-a zEo(l|>4@@_8jC`YW6!nXUyVipynP6yn7wYv4Y8W%N7=_6Eiu9izvJw>?Z2Q=T^$dF zKeNh5)Z}@ta)~xIu-_3pu*csnb*d{$#{L;qcJRWTQ{#1d8xET0H!{sx(MuTEBJ2Q@ zr9>y`c_;`U+NeWIN|k?U0fZlQEYM@PT{%4K?-v8VBjW;J15jZd^cLC9$LF<&m{idD zmJ{b^r7mE`Bb%*2`0ra}ZM&60tFNzrfrubkp)9D2iP91Y%s^D)N?za-{Qe`GX_wS( z3Zw~p7(!4?A}fb-%1t2yoX2sT=Viw(=~y@CfIdCUOk8Zz z1AmH99U8aak~^M}Nycg&#;9@M?MTRw+8ed)%z9$`Cm(L#fo+0q26_^`O=RFD&N^6U zkT3YtUst&cP(SEdxzEDlL&WNzKZ#70{rd)lR9q1Np%v5OVbnk|WObww|1JE{*~4il z!7y#ZdB>}z(qSq%Z`bCfFrH}`Tp6)Y`#Ao1YIvNQde(?&>3m0&dF%bi&q4wkn@kM@ z=4!T7_KWQRNrBN7er3i`L6;_?<76T|68iI|Dj)7=>O{`~APlq^%sWWZg#Q-WA+E*( z1cFo({JaW-eNq}RWClq9lqGN`e0>mYP)MNb3lNVq?-H%l2~G@r6%2nNqZ2=B<30$Y z%2QM>BK0HkqFljw?oD?p<9WM&8{fqwO;U+rMEN?G(vu3nrli?alNW7n82r?OpTV?^ zv%Fiu%YfOwJ=u%~_cqMW`POHRY0Arx2jqP7kW-0`s{iLZgaNck;Hh4aOm=JmCM1*Eofb-2+`jK4D>gM!52h+O_K3GWhn7tl2#mglzIMKkBFgXE};^)Sa zP{rYEg6)8D8<$BC4ijX=^D`I=3CaTikzDBw?m2lcT60TUah(E+MqFlkz5YE|>!ZMq zI9PDnqT(|*-vovZ%@635z$OJXhx`B_0Cp75qkQ}KIaKy&KX7!Tb^HZrY^<~aof9Cn zF{vv{KYWwfwQD>5ipYdtOag$p9T*aH-&jY)LSF<7FwFLKE}~yPPqviwNKU3b=A*Q? zJzx$C`VT;=zf)baz^*4_@6X!t^}J$R@t$)LQwP#2)qAsV!GQ6gRyrb`3b3>{9Wp)~ z(L}(hIpL}gV+lra6H^CeEG{YvqJ&`<0#sG+g6{`Fi{c8mmx%iSGpN82*q~VAt(=_5 z+;;%QHuK6KKMdl%Jf%6woMmic1ZO~V92r1;xbhLM!F9oq0Imyx9s`t6B;yB%CasWW z&c>=@Ksk~d^iI&-*a85v7|Vl!1t_EOe_-IvHxN8g6B-hNe-Ggfm<7dE6Lvd=4#ovP zI%x*RPY}9V#=<8t%HcTp0CeP{IS~HMJE;Hqtcl8qbC5dOa%;MwHj6uiJq7Z7NrB{q zVBX&_O30Yw{9nE}?Q3Kh`uLZ|q8+J`R`{!W2DeV%*xY0Cq;*~_u|YJQ>)2FUb^abt z$D2pItNK z9Cgroxc3Co8Zl2$VIWOvy3@7KYf;c6!lRA{Wq_XqF#w(xYu;SgR4Y%XIDxRcCb4PKg!h%ps7tYGp{G79x9Bmj^YwrHI}m>e@(oG?R)`dF;;Yv}LfhmZ1mvNN%pW*hW`$A%-$&Fe{0`_yhN-M5B0U!{~9 z-7L%CHNkI2s~!R{I^JLb#0WBS!Z4O4<#MDrV8w2kR11CUi$T`ede1MCm!J#fq zVY zOvtx~adDYLw}*sljbq~o9tY2kZrGHpzx$QKCDQZ@H0-SYG<b3|AJ_h8 zoHAQmqu|nzJ!SU#dF9DK&P;hBS#N=nFRP0f%j9f7Z!sMCuAVB`=V4EE;52o7{LtMu zr|&34e}%aptd_hlImjTgC@tKC8aRzPy=c^i(H0v6LrM^-aGwJsO-TQH;zk0rF#p*1 zKFdb2>cE^+w%8F!ssJTu4+{3<07;k=wjA3KMoAcof#yM6g6M<_igiYdh5hf?n97^1 zxdK5UAwtX?{cjQh9Im^5*!Gaj)&NH<$F=+p?oNUHgbu!cJ{ho-01Y7jAl)KRusIHs zE0$1rfRqMrO^zly@xF%MmUAKZcTMH(mgG>^qa>8!kiEFfXE>Mn!UIAwt@)Y&o`Xx~ z3rh5&0`}DwmYo4-%DOaX+p3=O@Jx6gSz*<2rtpTf);;qL@^QZLH!ueTH7;&13Zp`8 z0Xl}^(VT$U^yZy~bc5;r zeDEIl$OSQRA;wXm2Z=EEkk25=fUtnXf<1>{hM1Wik3Ep6{jPh42W=1sLq&v-KvzL; z9oP`yddh9qf;6y=n;txYyhFL?j7*CHCxx#I;0Nl2Kxa6(@F7w9!(t3*kI;aajcATx zqy2gwlNs3* zv%ve#4sYSVX|1m+GqyF%kd&P2x}Ejdf`$6s+%_sQ%pP(FJ`}bCk`|h2%NW$)n}Ay$ z=^wqr06zFbd`5^EkVh!|0GXmdNs7lXE)~OWDDF?_7GMl;CV+`CJ|RASBSvz%#FL&k z_|0+AHYCetBAZ#QGdyyCMdX=1WF(Fz@AZ~U09ZmNVgD`J0wF#l!(ex-se$Z80g9Uo zL1QB_;Gm?_n7As8*A^5AiZ zUNgtFnq*4+y)dVPH53ua#}v9H0zUlKpct3@@u~x0Y0E@3L0Ms!ppPC`@{|a{Qi6L% zXzpVa2ObeCO4wnL^sX4-2Ko;ZUf?e#ZCTiPSU}v=aqyt=K^-JM=u%$i0p%>DlzEBHH zN~8lE*=F0;GFNIe`7=nBx* zVaH=8H%~$%P0~ETyaH7)B&X5o%wX#GE$&3U0CG04vH3}}Lz!!{F_k?w*3uAY7%4Gv z0?!O(a#~N`7YGu`AB7ockx!poVemrF4mvm?<`EZ?AFu`TA$~uCKctFS)#B3iS{2K| z|3y;nNQAz#)K7OGl4+Yc!AQ6@9E1!ALvU&Uya1SR;ZFTb$;y|S%awvwCps#yju}?d zQ5Swk{iu?qgT}q<2R_dW1z{j^Zx>b4bcqob8Gp;h_kHXn-8;JfbFMkdcW-shb%s80N)wY$(|6%XbWpHIt5kt=OcFz|A5)w3M zlhcQmOFVL9YL^GZ>0}R3lDH8E*GwWpE;Zx9p8<>0F^W711{Z1-CU#IJ?I9LX#)<(v zLBm|@avb6r8D0TLqqKsCM(w^=N5Rq%^$WBqqpN;=szZTz%NGPXf{6ZBlR`qD5iP}F zY$+bTLL5)ZP&SzjpVvlfz)Qbxxfs$twaedP)|fCWL+2?ZZuCO%PkF|9A)?sHVxrN(d=V4mj| zT$jYcf@xs?Ksn~v{dE9ChE#(UL-hx^hb9tY>xQQSJ_h7#IG^OWaAa#w-32iKh6AMz zXm!f%H6WPJrS&lkhDvL|nmT2X1Krk)e}--$UOulD_Sf9!O}B5`Mm-f2opJ|#J|Bk4p>e0=_> z8%mV6tuHF{ZmdAdcfJ9>Gko6IzeI+%OhX;DM7l$yZ6iYpb@)QBC4ve9NC9(XwLu*f z6b1rNASL?kg@l9*T)p8$4=(e?)elvDxJy3tO+1WR$XRFT}l1yIzo@H=e_T2g{?6dS& zqFAp4u94r?!ZI@zIsK7TXAltZr9f;#)4*j3C>a8bF!B)O7MOIDVNlYrO7H}eo+uvD z`b%jIz+g5q#v0c#1JHtMz`HE*?*hq3f7Y7Zw6-R!FF0M;!J$2{A>5*e!(Ra=WF%w! zBA6z`R-({`gA#ND&?juakNqork`z?(HfF6&`A z;$R)M@uB&B^pAGKc)ux)a*5N9Opd(W>nICiO3H=Gh`GJmCpu6rH0>x>R4m1Cj+|1x z#UouQ&h#M;BvR~GDv$o|oLPpNXE{8qIJQXsNE%@NfgSJ_(Km=hjGc?(33@ngZu3`w zbLZm0U6i4CFtZ`bK=p>pB9t`T(`>k~LErZ9GrScld$=3G;r;IK2X=s!4Ezcf3+mL1 z@2`U!lfu`(mt6T{$p~6{B>)8-Y%x&Tj{0%|36ZOd@ygvR3LSFu1Za>v4%rRwAfxe1 zht}W2V0T;RNn4pgihXX48RLH_BVb37kZ=5!h0yF}ryF}MA27>JOj&SCP3gDiTD<(s zPMvWpN^x_`*YWF{VGnSp_-c?uF%nna7dZ>z9w-&C$8WbX!a5ut00h|dP^>8P<1j7> zZe}n^pv-VD89GaRxYlC$ReV1}VX$|?6(Z{+u0l2jmm0QQt6~mJ8?XV~h$yn*;!?Vc z>INSivpvE3joAZ=fO+6YNs2nbi(N{IBCsW4+$|t2=~aA#kG1v>?R>DwfrB=Cw@uI6+GsXN&TYwaHaafpjq%#vlLgO-L@ZIws-SC zeK%Tbb}S%z@2>`yCm`$aVNt~5Zw7=Xo|FKiPo~Yq5Bamu@Qe?JQU&38Y&z9$|?_N?>XKXU>3$^m2y0 z`d(KjcQ6#u`}w@xx^l|AP}FH^YBc+{1SAa67)rW8#}eTyw{6Gv#~`uc62ts4P=H@Se|f$LI=6$g+kj}MczdxR z`3CyLI*n<^20(4HZ1xW@24cglG8g9aXon{^8NtK>)tgdCm>v7y=ayBWH*~vSn6kiD z#Ql?Ht<;H+3cq7_GdT~&VOSJ%H=+}*pj!cNmL|^Q13=sc zO8@n{W(52%R5s{ca2TNX0K_?_9#A1bQ$R5!Z|o5&gf}oWYcVY{a5|`8zZ*qrL&KZ0 zix5dc_5iUEI*QV{0L=>c8*d3Zf52u|VRgTtk-0TTW>6;=1mbjl?@^PNg$$kxs6M^jyJ`IogE4+0YYGrh;Fxw<9wsB}? z|K;EHy>SmhgLWOH)+t-26|o!?o)Lx`-a!O{!5M`iYW*d95Og!dr1W@PY%;T$Y}?v) z*1wOrAlt-PsPD+83K|>1F6t^U~8N_C#u;1%KJG zmGlP`{G;9Paot@*w`SMpveF^%!pmI89^}ZUN!8|em4;1*rI}nz-rXZMH2cKgKObb_ z@c4KqjJ`N#;BJ5u2j>YR2Av8bfe`a7{ASW*mRyft$teEM2Ne6*0_+H zbYypA>t%O$5%B=kV-rtV2Me5>oT#LwrJn=_${HGSfvIYKFb4xvb%Gwdo}M1;bSHFm z+3>)w8<^7rzZ^yb9|Tyu=)L>*G3NhEMTPg&lpWqyQByPMR$m5xR@vh9;Xn)UVd zcJ}skTeh5Va+18+|8v*Aee0c_o$(uSa&UK1GA!!I3KkX?o!#B-Jw38EHV6Oyu8G3s zc2m>SBe=Ksz0Du({YG3Sou2#RBLSa6ra3q{IeYxe58#1co)o6JU)ea6oWbDWnR0~-2cdJ|0(r%+1hpMmhTV{cmhvj;G^VvIVGiU z=(LDa+b6j=XGMhvIeYdjQugr^C+d@;UPh|u=sZeE5oKdzo0^#+Pj~bv6&16nDQ4ZC zP0&4pf$kWZyMOEY@bGXu+&_5h2~ot-dpUi5eVaZX#jnFEO-)Um!GCLMWp$-Co)v0s zN73#G!>(d~dIp9Il|yIa;?a9xRVGp!#Cig6bd`$XD0#7OR%trb!G9Tb-)V=k%EWEz z8R=lLZ@2K3ZBkG_yZ=#%>AiFd;{sovugQDZr#{oVySc4yYisN5>GAXNIi{%zErDqc zgK2Q&LPX65ox%bG-C|;PBQF`6nD_+;iDLi;CJf5h*vQDp zb5QDU&!=p>^Xu2e_wU~$O&u_83PK><%)}&r_ADJ11fi|&v!11;5Z-;f_d7Lo)l1$- zzF~HD^Uy9!?yI%&WiUI&@A`q4>AZJl8U7)CRU%g)$ADwBOCzzS=Golnu%L>(*@C$j!s!`SvX@c?{?sRF{9eT#Jp0&y)H2 zGyGiGTXgjF54^o;Wn^UN>FF!qY6+_+=sw2BcGa)Ux_#@DS!+4$+**kjmthOPy6vnY zVsCFRXxemWz$POgYcmem`r{@n*omA^$ElO1X14@SZFfybsJD2z&eG8E$;g0no%rz8 zjR_0vUg5a{4Hwqw&P;N}ydPTpK0js1{$zOAJWMGj00lh%6I(}nsLcV@}PyxL%1jTaj z)yTF-Y&-dQdlG^#=gyr)g@rk-t?Ves5Vx>Zc5-p$HHS6T)&^qwa#gmo^Y7Y(3hV+> z#veO&3^l!@qoezyM|rq+)*yc!HqWV9rl0PNNG~YskvX~#aScWHrPCO_~yEzTJK+)mIrAVsml)E zEi<(_An0=>xpUAwSD-2RDDIt-J$Z7~moHxs=g>alo{*4`A?Sb<*6K97AEt%RnQBNa zu||oA3PgOIp4Mkvg~$P%Fj}Q7<%6gQY7+~B6NI3RjT3n`>Lkg;ZtPA$_G8_#QydJh zkacvN=l>cP>^XPg-`c{zcdrLhyI*K1272pPzdq{-U*B83>~Ofyg)Zh$QGqOA zJY>FO@7}#eY$mv&V6a^likCgQq%}WYWx%xJE=-G$bef-`daIS}%50k2HXz9*U^}Rz z!>5rZhG-clymZux!Bnh?m=mawFnn5}S`cDxc?gX)q`k z5SPDD!Zz9Acl#&;--e^l4&NkYz|AcgwtUCix6>vXuJtu%hz?~hN}hXlO26+% zG@Q~pg$YOF(o$0oeS5?Nj`)DMXXA$}RhsV&*TPIb(3nE5*qAnB@9>djgYT7!beoMJ zDOq*-Yy3cvT}8`QiiDBYAD=;0SX9&&8xwxGi_vW(t7W#Wxw!!RW(Hp$tQ{Yy_k(UG zWHX?NuE)i+SsUK-pB};J8qpQAm5wepje>XR_TJZLyvSI6yU$4CMSn1>Y#ft@K1VP+ zui;`Pv;5~C4h$A)9}uC5lF<-3op5X*R$S5P=kP7|O^6bBdk{Dn)v}q95ndA6Ll*51 zZgHcVic?%X6bnL=8)?z;4gFKwz;=SrkwyxH!VMflb?@H2;jyuuoSgT7An;7q;K2tUP0y zJwG8-a4Pg*+58k{|A-mQrnEZs^U*xsF5>z6_3Lxr5HAIg0IS$!u``qsM#Eev!9)nb zB)`C|Ft0Xo&c^nWoXkFj)4MwA7oSM)ZO% zvnfq11GkSMKjyua95lH*4&kB=rx{f23W&0RU%3Eu*e&2}KuT1<(eQ3>H=tmmORI5s zGBYKRZP3GmhpJ4oGBN%9SDheT>|@PTa}IoZV<*ShZ-^y9hb%Y|!C#3Ukzz+cSmyrt z@qXJ=7ccHWbfrSteR_*#Pw?Jz;Q)`59q+xYxKDbqc<3_@)^l}fW!ecYPC75j0?SBB zN*=gc?T)?MIG@bP&Hbv$cm(11rl_AXz;U1TXz{)T@*qH?BY*!!%RJmF0fjVX{PbRe zzSD-XW-m9Viy*=+LDAgPqRn~fH~W<`h9ay?(cywmzL}Z%A#SC~7@jkcTA132NzK`p z8$Rqslmf8ZvTa+z>$6eimnWc<{vz!9r2;R!{3b?5Ic!og`JjAeNJ(0{{8>okLwuMp zSN-HRI@Z&9R*PMM&W~0#@7mwOKTDYRz-HrJCgPGQrHLF^?F~HNgB$(9;vw_?zdctv{u(Xu-ufx@=Ja9LZ zMo2}752oHnJM#p;$+pkqKNN{eoPOK32%DxyOu}}(&)t-m0#WM#UczH4%YUI31XGGx<Cepqg`-n8v`!$vwggJ^=dy~UkHjE zQc@As)v91d_G^ELjEubV;sxjA%C9JHAeO<3y$i_}$ReG;_nq!%?R?s_izgp39>cX* zZ*GiGUj#TfD(^Rj?)KPHL1E+4Lq>D#A1{Buho;SCyOMXKo7%iM2oN>gzMCo1P(8Q) zz;&rDKs1)yq+YyuF@>?8CAO`%3pDg@=fjmGX3@T)R>!K0X^|xjw+v||8*kWo^3g?v zVbY?79iJvOgvr*yVphh%vrdcilQfJ1cStOkkYE%wWqG5KU_3wbH*;>ZWKc^KKuZFg zpX3d%4a^6Jad}?Vd@!<~W{N2*oXeMEEg+m+YWQ#kU!)4hYV(#Y@(KzDcrkLpk@fHD zwdnphL3<<*?QI&}x0*4n9LWt~+YVc+F4bZuiZ`ReCmeXP*iz@!oSc>mOvuGXHfu;- z8rMF2Df!TZ_KSMKm#(9y*x~6Q0Jm2*mivQf$R(tzbb?M8v;=aDzyON^RyA<1B zMn~i7Haoo2+Kn5@aX4Vs!U9XYwDbzhZg>SGgjO%h8a0jYvFCQ<>mNdO+FzSsg6AFN z?&aLpkaL$hZRYozGOv-8moHzY^2d2I3f_YjywD{Hh)uWiD+tY)HBCDdZ`6C+bMY<92pF@TmG|DKR z3GXg{R)Sd5RMF}jocNL0EGz5!B_gbMH zI^E_^F-)O|?Q_^aQCF&7MSnw-e-aY1?kEn@G%kT!vu+*FSO!uPHKykXg55z&LV{}B zZ!XYd?sPkYq?{!YOYr^))guACT3@kv%X(`Q*n!kqf>7$I2@zUIN~L$zuBLLw0AQmP~tmD(Yd3 zIEYZ0qv~x+6ShScD-%1pOiMC)YT2*8z9Ol`Y2`@6iBc@P;tjoQrz6Y+9TK%v%pVlht_N`NL>5&Jp_ad zXjnkYNV-%j=AJnyj8KyvpeUUBm@*!aA8zZG!W=FTc`IT1f^gK_eJ{+xDECXx-uXa-4wtMzicP__vFj!U6i3%`(5B zDOLGam{CbU(#0>!QIIRwtE;N!fm^i4nHAG}XzK`dg9>}sGM_=?skkY|vzs`U;wO`u zZXjLUlv=PF^25qB&EtyN?_F$!{Ndu_3VUA>fhOoGe0R%~Z43-aj?M?*F~v zSLNq3juKSURiSBnPEidr<09R;HCbZ{yJVI~<{Fl>sHEf)4(}sCL1ZItrLe-AwHHvfydAE1kJbn(?T=S)He~GwATFpHEA{++ zI^@7!+w*dTL&6N0vtL{aQ}&hS^uJeHqkvkD%12H3DO$~I;aDi$dPLIKY{;o_38q{D zrCAa(sql;$-XqBT8Q$OFl&{LtLu6OVK&e*leXgg=1MsHs3e(p0d@+9M71@RSQ74~F zHuC3j`roUPU-&sx)H-v7sbXREHS;x+&%`^L<5^ppZ?)^&9&J!gb*f*lRZyz5kFn01 zEpOl9#nr{yGrzqNKTtzP^DP8o7D-Igjjbg^lWm7tqGvT&!Ncy^ z>-+TMqiXhNbLAH>8XWx=5)yMy1@RLxN4|kJP|El$;XIe-I68YjdtqZq@gAJeh@}&1 z@+DC-$9SjE$jymXfv5PerCwYr+yzNdhWqCqyp4{ax;QoUtLDYZmUoT6n%jjkUtH5S zWX-?1XT!#r*gck6_I1x~jy!T_T=VedFFQWAza7J)qwT1%Yf3l93bl81Fd?;XeHdLW z^XK;<%2_}or)9rDe3Q;-)_g#wS@wSWF9L}L`E51n8(Q9- z@3?KTULtdU>c;4{nVV89(=swX$z6Zee`#anXxp^?ZprSTrX#VP82i^E9&s-5((3rH z$G>tbadrM|MD1?8d#l(^(6gt)4uKm|kMd+c8r$_2D8;IQ=tjE)1?l$mF^v{1FD&W+ z6yCzbq%|l=PAyTR1p(#J#xv&wf4S)}cmn>JbJybxUKGDLlGElpmA+P+Nf4|!~@n{Q>z*x50gk89|- zRs9-XRw%hqsX&h<({*^mgI^81T)du`>qy?EXDfSgu|jv9?ZB&xlcMy4Esr}2eS~bK zM!vW`XmVgiMcCfx=d#yFfrns_q0iegnsqzKVmutp&(DuxJ+G>&+U?}*xS&xm)nT!4 zRqJ)~_YYUjA-PUt_k;WFDi0y;FDqBBWLQ{mwti0q4zdtvTB-5eC16CV1J~<@-##qB za6!^?hku8gpo1msM_VONIyy?A76b7U{=T$6V!p-(%OUk|C&;>%xr!Wm(3{etk8z?Z zj>D1lKGNkLV|i;Wv*vum&<-~*1Mh92+`!04T}OLT!N+g9QtNJA-sHNIUC6t=SYlnU zEJy#LP8PSZ%Ea0Ot}Ex3b9AOKv3_Ywox8X9aKPy=;Sqc1+IFv-a8ztl&e*H8cuR`f z(|1xOEFxjKyQ%{R2gj+918dpYBeHdLU#ELMetc6(H^XK>sD6Iifk5XerkR3yCCS#L zOREVtj)03C^VI$k!a;iI{l#fUhUX}HNUFk2xkT$e6<`R>?o`||6ZN%qwu0~TxXLS~ zXX~Ew(y8k%;{y9bV&|mTc`V5IU~?#j?E}1T|Cyk-n8NIjp?wbHy?aeFt*!%FqNh=68Ce7pA&~?^f>UuSc~Jt3!7pB^iBpUHL%oXT zm!GnNgD?`J*Dl3?Fd;uulLLT;e*Jpxw4H5?Vm6J%8Qw{hK(a;zYk$w4WlPW*+$7G8A=KkSe34fLo%5ZEhF zL}FVy247;`xO)9o-bjptkd~22(_fgpiKtx$~ph*4$-2A#%2O+!4f|68MBv7p}cOyt_ny(KP>QJ!FaV+ipiS#~KP zl@^d;a407rsSpkn6@t&pmt2vCeMxZZyjh;@u^E(M7x4eZ;-`DThXn!$3SIfZ)sSMQ zj9k4>{p~M^TQ5zU(?JfJ1Lp}}RdM=627@2A8IaT0=g`oxSZUj0zZ-id2OQJ>^PdE+ z{p6ik_-S$an0t?G>eQDcC@Sq4HCgmaR4+i{f8 zId}jChNG)!7<29{qb9_oVgN5et7My@da?w+MJlR$E7v#Wv(nL}CDH`Gxo4^c{f3T? zN+&;`9*}wAd2Pobhw6btoNC@Rp86?^3kA7Rk9xwhrBWCVjjcED>S`;k$n_6gY;+zo z-%9_hxMH2Ov=wvOAyEB8ch$e!cP<4ZSkJ$h1G78to9W6dwnR+ww)7e7t-Iicnms zCFJez>)Wnde62i8EQUUaiU<_{XqZXiW{l#Im>ozqnt1Nv;lUvy;t#YOrc%jMLEh!1 zyx+q63J8Rx>-50o%E;<|H2ms7Ida78YNNs0SErc)Do|W*IJ01~jn2n2W{GuSC@xBC=%5z69nvR8~6qD$XXWwnj z_x1$)PlmD(Jw{N_2kYSz5~5&g$_L#K&u|B`(glo58MljERUNb-vIRb_-DI<^76?al zBXncH5X8OX$B*Nnue`r%g8?=lG~4jnim@Mx{NEGwq{5vS><^kY$>DbbMU3~?dV>`U zef@fm?J-UPf#FP}WvK)2OUP)&3W+fq90D@V3moMpHa4Xc)8?86T0VDiaj^h4g2-VylsV=#i=Cu*-GGRj+5dv$SRwfp)jz;CN(@P`T2y~WOthSGH^(R+QrRH z*r=EulBVk1>th)Ca_ac;<@mZU%v!UcNHY>T9zg&>tQeg8Nq7`o^@pp^DF?G^U?t7Y z(ozEa`aCtAN5Z?^KAhdTr!K3Ryu;djr)PQLJ7tLjsnm;84GA|9;mN?o+?;O;?1SfsoL{P&f5?d0^A%Mm&8daN*t&>)8U19xvbiUkM~&|hwoaUq`=K4NYD z?VRPpZ`BjEJ?tjLmM45Jr+g|yzVl=T1CE@rtk3pHwKwV{yJM@yO%WGGjqg&K!Y#nN zRe=Of6HfaLWjcypvjwlfDjKge&v>Aub#r8rP8-O z9r?2}cDT`sF1Fs&X~qLntW5M0qpK%7eoEzC-zlPAyxhEIyO{4` zZ>ePmL+j5<=NXD!Q-_@&tMH)y?8^{vL7}GU9@s<~5rj)uHTegW$iUH7XDT25tOspf zM%c`P-#uj5F)9Eowhw-C`^fMxWrU1Ig08VFWi>A@VbfSHnujYR;+x$=CbRxesF-1%s8gYsjZev?pw zw}9dj0sCKw&wQma^6t!SJgD5`sAP8hwLS{p66+HS@>GWAX@_5HwBkb;+-pjxMZh~H zC+ChQUH9gE3LmY+F!|&#G>~8H?yh70?>&zLNWW9x|NHhZM+@uW5LQ`fzQir;j#QCG ziJfmhg5O%rW_Jg`fI*5Z<~J3Jwc@3((Dj47PEMo}iwrdt68Cb~IhwzBFMU_f8@lu` ze-v>-FfV`(R-MD4@Y!BwY(v>`dm}~~UEVZIO5HK3GG+;}kwVescg~~G<<}`iqKpqP zs<=QHCd@XXAXW9S4p||IrR^Haxjddldi>sGqD$>2`={Ig^8yHpd%EjT+4pBh0j(hn zhd{Taf?S5&cnZxcIB{e@TzO4J`KJt{`o8eTp=X>&3^E%&2;$MhOoG{+SCALxhd*Nk z77;jz?&rVI8w2Yrt@I<sR~0}~{C zqv62v<;$yw$YP@le1kgSbHMAAmT%f`0*XAOI~@yKGhKRnFAvx-9PYA3?+Bo#fMMY# zn%v6w8sy!&Dz$tmk7|rjX(HE7&U*)<+>eHn;^n>n7e?jrfWvS*{Ybhbn;b>Bzy9q!yu6QQ zhq5CS`O;P#r356O>|;yF`s%kt&0*7e&zXnhtzGceoh(Mq6HHhrXcZ8%`4XWMVa;fu zczozYfORj_s$_bKf69p%;^Uq;?x8y@$&u2!EZs`yWpT02%vvS4`!F~J<7aW9?^i$? zB5%Nh6fzGHmeVre-#30m6S^Vy>aOwD4tJ-?BNRngUb_6Glcd*MUXkMo9MElpBqZf87u4Qz5Odgt-etv2vsvGr1x2y3WQA)$a{J>Yw zU!cUNCBqhsTPWm)M_-gjCA-@#$nbvoLiSZQ$E`9R;;L|W7ZCRhTa8x-)`FC4hd*3; zWx17SmyWROA$!pzy^8QW-bH#ut5ZnkCOlT(IdRouz?V4J_V)H5F)QvP4&zk+eo*E| zFj+IX4KU+qQr~xXxV`b?UqT=jgUDS#Omvzo?VFHSXwGt&BX@1VITjY}_!} z*OqK`r5h`1O4dS7fAzui1X%4j4;-i-*kieo zFRgPku)s0k4odW)6RQ|!j;H*vN!@kEgUtF{hPZ#fOG&DEcg=>2Zf~v!?Y8BYncnj7 z?AUP!H;@QhcFG}gRriwE)46=fOeTHDm%FcJ|9QIP>tYMkt4N$&czH;~|3#(*!_l}% z6b7W)`vGGYRT&9+bZJMIz=w1b_6F}(&Tz+dt-7DZ#&hNm2@As{$eC^NDms={j$t!B zeID>60l2u;=5aZRIeY@oZc|=&?>Dn;y>k%%jPp&VF0@p1N^@GO49*O_J{PkQSQTlu z3SI(?^Atj1qy6dn+Q@b{ys7(I>s0_ioSa5NZ`I#^`BFV!kt|()o7y{wF?pv)wOug# z{^ixHUkYJIk=hC@@N$5grKJ}1S<2EX@qWq291mOXFz&NFzWCRSMp+q=x>{%D`4kl$ z&DYE2b{T%uCIS}J#vOco8_y(=jZK#vO9``_&P9p!=!{yEHowt8@`8u*kwjG6*k_627fSitK z7)#e~J7|EibNIU~doXMCHxEzG_HWE)TpS$BVya@b2=w6e4>GL*cSq-A1<1no_maEQ zEUOal%#)qoWnV4EU)Lu|$BFcOr}?`qEr*z0e#gD(t$DL;_s~vNg3hF0T2|GEkiS1H z*{{T4B@Lt8K+l^snNE9pzeX0?pG&;K4AZ2xP2Y0#=n^uB(5Bb|u%eBBro;%knRlv` z)qDipI5o3*p^}E=_wdu9At;fwi*?gB0~msXE%j1)CvxS-1CZ4Mpj_ZqRGT83H`d_a z<}F{ZVIio=8)i4jDinTetL#Zv&}?zE%F6B8i|iPcVmLk8WgHW00}C?aVe360J8e1di>v{G6v>;NvhTBsJrGt+5TKA`}3Sq?y|xA2((eZPJPIGjJSh!<0 z$7=H)JC=7lBV4rA(GM50hqA^LljD5Cl?I`2Ikv^p`-r?;dY_4GBl#%w8**^b#|hc9ULc=BSff?2 zDi=Y%=vaT3;UQ_xz1m!RxgvQ6p8dJ%mg&E3udvU}>ME6|e`HZS#Wfk4a2l&(e+W~V zDe&@@5Y2sp0?dCMHMn%?V>QWW?o>y%;)Cki;9bd#LHJ2p?jk)X(tA*p$8#fUlLAX zm&~%hc%-!cJNc*D>N8jVm7012Dlq^mS}1GJz2V{ENEm0vhgu_`=)t2b_G_gb-fG5-Ya{0RY9xMdJwQvaY6$He~#gN^Js*YgC3~}`DB-u4S$*-11*cAL|0MuBz0Ng{A7jSz%B z>;4g2Djkf@sg=JQ--$aNxz$!$&TTbPVCXbXH{EI`DEO?fzDPH1`J&=1CU)gQ#=dS7 zc8)le9|~m?0yMdu*5ox+Sg))iJKVj{4D=(gkIa=TVVYBtD0rkt__Kpp z6+27o{^Xf8e}jOomF1XLe}!roj(jkH5XbKWf9}=EZHPoz!~cVo%m>iTUxWS4K!q2W~Vxg_rWjryJ-0{hC)x;8VKu z0GJ0&-ZQGwKZ_X*`Lv}6MfFbX8cfv69T$3%cUH`ij3|->qnVW)1oV+Cl+g9N%ApjnzA}JivXbH$jmwzuZ za0eYUAo8YYdQKSX)Mk@U4z7hR+cK`K549ca1PS)`Nk{!3n-ElN7gBs~_cQD1-M>VhiUU4^)D!ldv&&~CC#NMd;jMZp#-q7@Z6PYt$r*hh5 zp}+OP!cvz!m@vnav!HRvm%x#_jQ$PiU+7#Rcc)B0+DA5sWlQfVb@Jw&5`u5lk)YTb z`)hXhe$$u!Ea^7&IMm~m<1o0b3fLJhiie^Jqe1d z)XTy%SlHyf-AMa6UFB1!&=#AuxNvKWioY2i=U?D~xB-vPaO;d1Q84(jrVN0XV$s!t z#4n5y4q`?+P#p->f_?_LKYgA&$stah;#5Q)K{$%xCm>E}JO@Mzt7&)6t{?SpDaUgq zhQ3o>92w7xQQUU*^yi4WimV+re*>$XejS@jNL_wj`a#j&=(v4KicyE87N0Ih8e9WK z&=^i|0-%Tim4->^0czE>zz^^1KPbF+*CJ!dF*{Td{BvwAJcdD{X5sR&JlVK8iXECp zFl&?!)W}u8AlL9)WuWW#v1kk7>>!7{`r0z-uc6zP))W3Fu|xh!7X!3<+{I&Fv?~y4 zo4DiTPo3(7YdsQ5KNQTlt_9qVwh{&IP9Y&*$Z|yJPll_XWD__^6(6$-8`HqG)(yWv zC(HvzzjE%*jYTXP;whuQy@QiI|KYYR+qWwu=ziuIAM>0GE;l8Wko2jGbI;xG$r^Iq zt<{ySe4I`+){6&lUyXX4u1r_!o#m8t>y|Vt(;E#}P{#|BUnu*O^ zQlOi$ox3U<_A9I=Rq*UNOb(V|E`KWSjVvlF>w*R8fVgfn0|SGMs_N5v!QvX!aEGmX zbI7HrJG~_=6`tFpeG0Zf3p5v~7tVH}bF8ByS7zG}x)v51i_rx9@M@#9TBw4~h(mr9j}ih7?nO7N?^dUyxkHPxwO6y=#}MQO2G#Zol#6oEc%=O#}(=_&c=6ux6J>1tZg3} zQiiu1zk?M|;5;oBX}DF+!Qn7uSSh1Mn94|lBq}rO> z@+e*zNgWT~X+H8F;cFYYerd!zA^{y_$%Dd**)2>;BAQ^~W5NFM^Uoi`G z9{-1sd=v^37o6fu?d*Qlyl2oo9ZF}ZSmg5f1@-E}#>6bcfWpc1d#3t!V{Ve?zHLDw z2j~-iz8f)ZUNtoFXXI)FO>QoAt=Zx#rE&owniD139;$TcOX@)jhXE>3!X}d0bqHQb z*XxDY?0(&~;<-oWS;KNE0LA!gZZ6`LAs`J=_wdZryIk(T(u$@q(t(9?8Uaxdc25{* z;pEy#Mdk(oksIZ?(~(~c{t!cpSkO8tYhb_$)Xx961$`;c;acJ1=C;JQCS7iXc!Ev+ zxQ>oaS}@!lr|~5TUx@EDfa!B&(g-@ClCcff&jgQ+j;6wjE@u9Vip+0@(Z&GwY8~6= zngH!~HcJt&<*>g1K^zf~B}NN( z&f#!oqCX+p>sdg+H)4ap;lZ!(z4EXLR(ROz1Hd0+203Y1A}TNZwx@!HqO0rhPWbkd zWU)vWV+ntDDSA@~a7LP0brD;{y0;PxN72*0=LoQXsfAZBD-5@9pL?UeAHKo9pYND) z4k2y%!@dlU)IofPWu&pulVRV24Q(KFbz$cPN9Z*L=vG0q*e|$yUqC!3-wCclA9NE$ zNZ!7Tzmk9en3cJY9C?OM>htW`h8$?2OduFUo6M;Z8VgEF9zK0a4(|GsnusU!u|`FXuRA4rRKJ4S9%dW^$+kIx0TBKEgn0 zh{!`wt^wOu?{ayxFCo(xvDt+vw(u?pU|)d1RhrJ2je;Qpy@LbLDV3N_1&RlYmH!0VR&CPc zdgl8uadwt^(osum)2aT(n1V~jCbm*NR+2qq)8;uH_Td$?&6xABfi0$QBFbCRA!>G= z9(}@tWmLbUj>f7g{G5%biu?0P@eSS1s)b6k7}c{rt_=I$kEZp!Z>Oy=%x8}%i*s2N zy%v}~Y1VW}k~TW-XYB9!Xw}I-fj@80zDjRZifu6pRJ|>sajHX>eb+l}|5gc}v~=o) zOZzXRAHY5-hw)()&JUB3_WU#$P{;DNC>yqYby-xUicLtUzy=OSKH=7y?E6C|kq3)h zQx{uBN_kWs_GBpBr~?KABlMpB=EWKc+-d|@i4q1CRA^bC->nD7p(5BMJQ!Ok(Cvek z9*Q1IWYvJhXARDa^HnKkt;9Ew*5=B5FuekT=bpu;y1Jla_g8gc(#KWTjjSP<7?YJR zYMA}{QdU>M`B6|UUEmK(QnKg&a20`t1!VC&&33{Mc)sU#lvgpDjNTg-`CiZX^GV(p zjP!mOi5h-oo{o_GJZFW0wyrcxzNE1g@iq=r|VjpBYZ81oW3;1O@G;l$GnZzQn*>P`7eO$t5MqVqH&959ZG?j z(IR%uf~W_bh&eoqx_WvMfU*KOulrZullSBHH#56_y%gXl0!@XODaeObOM_(nQXDY! zSiLd?GL`@NEH@_Hfd_BaU`TZ(q~p^3zGI=+lgkcjW!T&hQ@#e9|UPhJU{2Glzdv8lTI4To*@CuM@efK!K;ViS6Ld5O}g$R@IvW>Pa z{_%mj0bViT0iRB|y}Ihgx;b~_+|W6#;5dF~u|KZtPj8gZN%c9EeVqPb)@@YKv#ndv zid}B<%`218A#eFcGsh?vDc_qKt8et}Ho3d_Y-Zw5Xma`CYxk86Xc+}|z~4J6_3_V< ziMpt{RnEQ``1KO}q&-yTk`nlQLXks_uro?fxfScVv0x;`fmu~Y++9Jsp1SKzBFYe7 zs}OBSKj(hQiID>K)`8YoBw7N0$rNbOvp(*=0Pi`+opUeT63wYRP zks9$>KRe;$G5utUlX7sM6IW5D{TPPwYB-%pkBj4h;mQI{7w^A>R^9sZQA5m$OCE9S z2aeJIwRfdoOQJj^nG%qn0C)+Wm}Gs8>EjD+g?)m^(&S&Rlu^AWl%)&#!$FAC+u z!^PLHyABr(`|+y=*}}f*hvvmapVM}9-wF?LZd`D7UQ?`jE%1f(1^?IIUig_Gc%R1| zm|Y9|JlX!{$_rm<@Da;VQSk_8vTAlAUryZ@>))@D-?QF@out2?`tEV6()ROTDjWWF zabt?XM&FuH^+T%q;>~kyKlc>>SbKxV=aZ-*e~NLAUBajZeysA3aPS_TehIH+gWJ;; zHZY;A%?fPZCN{HZ6ru3Dd21Tc!9Q?CLv|(+11y3tZm|Fx3)8{Gv{iZP_Q1QF#V;;+ znn^rQBT`^l>Rel@bwTp61)_i|r8A4Wsvw;H`RPhYz`p3VDPdy{aOXK}JHpksoSa~VH%mAv-_HbeDfmL+ zTHkw*G3_`DY*f$6T$fxr;yG*@k3whUR^Oo64Dp68d~=?XKYZfS2JKc7%^5Y)P~0PY z6NPb|c}Uya^cg2f6m-YlGMc;lK_!&h({)pVbm(2pO&xo8OK8})2}zPsRPMimfKdo$ zVETS9Yk;j(;9ydYww|!uakDAc5^U-ow4gUuD}1>hWxTkN&({Gjy}{AhIbdJJ08QF% zMxnfa&+4#+W6CghWse!^>?HG*Cw3|&FA<>%A?x{*f9Nlo1?4Tu#Y?ZoRVMTMOC1`< z;(Xx{)YJXUoKb;Tw%O7A#NsrBrq5Mo}TwM@y zz#D3JiPV^yuu@Q&v$|pb^l93eF7&OhVa;khK4y!T?&q7{m0gR`($dmT+qZKm=Ro57Q3;b zs(8l9(ed2svSRPo$*>-jOAzVYP{jxi>g!M7xpqL;niQj5M=pKD&@&}!fDqUYFO@jDxU~j7^FxLdfXoCYZ{l@My`I8G?d3fjuZJH4Ep64eD;9m#x14|Ds-_!9@egG%>B%VRdm)1IKq-s*@nF~%1}&vVia_a)F2>96b}9{yqAngVJl>*-jI74 zO=htxkh{mzJmcB`h(t|=eNdXb$O2DQww6O=JD_k`*cv~{iw$V>l@{2E4bs6`*s3;A zz?jwDq@w=?N(7gQ&h%b}50Pjw?~P?g$lKEQo%sqV)!PvMvs10*Pk-Wx7WNdU2aK)QQ##UKwzIo=1V5P!EjKp2#Ms>yN|Az=^_d-e z0w|Q<((RP{Mw7TcDv>q?TA&Z^^u}?JK2coDAa-KQtCoz)2g=Vs}|da!lu; z`t$;pgVH>3_SRUOq)G~zp&{J0&x87(2Gp^~WTwi2z$b)VbuDi;BP!VJ!2A^H>sIXkv5F*e*_^5dH;ENOD!UU9LQkVp~d*@-JhWy*4qXr zMG?#-^F<;vKzbV{bEa^VqmC*$f%?4r5IU*nwdS_+3zeeSqh5nn)(q`wGJL0*)YeaOGx8i_S^T$?Yb@76AyG5 zszYlY&>XLpi^gArYwIwxMk<%W-ye0&QFtd~b;uOFeWVYA^YoBWR7x7VoM%l+i5h4| zo=XUsZ>k4s!$pS&C+_1#>UTSpDHO)llyz-OS`YgQu3IvB;m;TQPWB`;>-qOA-m_er zZ_tb@S^Yeg?*fSQ&q2Yd+5iR5$=AKXxVYq-BTS~2pT7f=Awpu3AJ5^0N22|)5bILD zL7Ic-jrh?AX%STF{el-9DaS|ph)JO(k?jx6EAdM8NP(P!6gE$gDPY8rmAf+SJqQ-9 zS#K!Dv*o~nbr)_gtpv9oT_%n%xa^5Uqc)qM74)4uu~2M?VPPPj9DUw80l%Sx{!1Ge z%|XAvr8JJ9qr(aVlZCVNq>$aNSvZb2wjwqqLiw+btG~g=A}GlfH|qUsA(} zyBreX&9W2lz6<7M?7N#S^RPjT{{G>EAmASQca zBeo;>Te$^HG{6s_3m1&0HF_%r<3Ix_vOHdwh0qgN!MfxXJPgdyp%i1I$x#FsqVMzs zL<42&v)?7bPOU&nX=JV8>(Xk+UFt=KEf|PZL4dvK@-&jjhR%qYopEc8OZu}s;E06WP50X<7VVA8{w9Lje>=obsUloHa6Dk(49J~I|iG*D2oH( zKvEDFl`YFt8$00>qj);9gR*K*~#xsF2VzH6C>w^Jw=|ImGB>+4s? z4Fy1t(JptJm>7Q_u6aCIoI4zq=wpMQX)no1VKozUQyCS5UfB1 z!Aue0!FR-Z$G*dVIIap;wFuykFM(wQd`;+d<(4agkei|ZFuAg?Y~Y)cZkP1jZaP}I zd78Q0M(oYpobEch-L)}i_qgriYUAj@E-EN0cvgV@j+>j4l#tMW{eqyQi?t9JwGu9Z zup?KMFO7Q|QhOfBt_}9dn_&{Hu*oTwOyx_{^-7gL+1zc*jpX^6;V&kCy*^jO z{F=*zjrmtYbMvp?3)e~BnyR-wczdEODd{hg&K z{AHH*{@T;Z!AVMwM7qsY3>s6(?kXrMR!le^?rjO5JxjG?-=9yTsj0bnUhQ#ZPmjjB z_4O~U9UXYZ#l-|fL@lF^O`j<)TL#11NtW1-ck!)0C1K<#5TvoOQNsT~;-a)P=>_4( zg~7pCS+8Erd`dpMI~^s|Q{`w98X7v)5yNz!m638jA}k$W?&R&>-rn7*5c0MkmG-04 zQ*T3@TwTvj)#TN zywZt|;(IH(Y+GOUwe}xsFQhmG1<7KV#LvT3Z1G6w13y0#w;S`A@8hoD=(-@`u|$us zpE*N%*6LHUP}6~CIM+!|zbOt=PV9&W4>XAb#%tYMzqN)l9OW9@Og2iBF-rt?y|@sy zXl`Ng=*bhy<{Olc1ci|k{T%WX!mdA63ymA}4F}&?t21BpqEJ&)!((Q6WHm4_VEgJ6 z(hS!jJ;%t|M}sGqA(f%UFXFf7R%leGV@O9!dmkI0ta)O>xIm__uW#+M_~aBUgrcb_ z`|}qs%xr83FJHdAySHaP-4;1iW`X}iC0pmvrq;0Y%PaLVtIv!ukPBd;=8LulCpA5k# zUt8~F%e)-N>g4Ge4nr|CH0-HywHDAT4b)c2$R|+BIvdY({RBdQgv$8sMJz@=co6#T z-4$mh#B6Qqt%9-f%K^Xc6tQc<;^MlCnHiVsJeEW428*?atv^0J)9x3`EXn!&f~T7O zi=579j*X}4z1CaU4;{v9weJj-rt7Q*y?OJd)NxX#XmawyNgkdDhaW6OIV2@-6&z~b zyxHGq&8zmDZ_sLgdpX!paBx8kLjkK{d+5ElInT8%Zqt{=KicHAu3%46(sbmVz5LPt zxWuTAr`&O}v2Re!_A6g{TAEzJdWn98O6i+71?95D#KdOXOT*ens+3o0P6sM^>u70( zuFrH@z+k6qA8}naU!7c@|;hYu-2!@|;CXS?7^H|?01 znG4THz2VyrO_(&#WI~Ni_X|Pqm^fnezODn(Mp?&$vD{~KL2i&Mw4t7 z2`7Y#M>S9(onlbTeuP@uXIts`=#Y|{8i$UKuEMXpXl0=%?r(~2TJ>}FU@3P#2U z*AfLW8b&{J;r5W+18Zt(h8$qDNf$gF5)MDVlxDhdCz?rxWp@>BroJ5Rj&>cnaaxtt@T|K%G2iQh-ERz%vbXAsus5T zL~jPyRq*ies9DCv#chE^fkRGCzFvbz#;j+PntfUfb~`OXU{vcyd4h_nf5fQC--v*e zRNIH;nYd%|hQI95u0=XTU<;(4Fnn^>J9jrAg%Qfj%iDIB%pc|#&&}N_>xRqPR;a@i zw)x3GMsgV)t+3;DSnbUWcly?X8*?~T<9Zq0Jly3rUzEKz=WY}khqG%nVO6`%s#UD^ z>YDgz+wAvE9xKN%5+b3LT*?IE4r3a2o~skm=`cs;2CyLC_O=#jw(I=%Jt~~tU_!>a zwNz9d2;UtNuJDMWJ(K@S?8H@4Z1zWF31opVycWoZ{W1|e*HcbX)6os)uA=*PgqxR_ zI5swR+SRz$Ew82WHu=X&xPD9Nlhjn9&ADF1yQ5iGsW@b1o7DFEx24~G{76;nxhl9_ zGwFD`iUvz&eOb&W#!(aYyDe)`MaHjuVKw4oza-Ayk3crBBYCieS>`#bF=kgZX+ z*|(oQkuZrnPzU^c@ZdqISu0*qr|L;ul0YT*lL7*TE#&e>#6(0Vnq+*o3w8G07QW_< zN!s52y}zGn(&Rt=Yofu2bih&D_7|(xZOG}A?n{9pzVQFZh?g^!L-ubi{nAmZe-*V^{K?`T6tyEA>=PSy{F~ejGgm1BhBd*3g#s4?jtuQxXq{-`7FkSQ#o}Qj=bEeOq z{QljNS;~!oPRLkESs4#48{gg^si(?Za&RafQA$psm-aqq)%85GrA1+^&Xc?|j_q=) zjNgZf3js&<^p>AKeG>Lq8gj88DYwDCaN)xDpFcSPYd{Sal{r3eEw}B@*Rd!p4ku@u zhPs(hIX_l&mR86(+N|}ycHQyR)D-{dIlBSXgT47LuNX(sNILL_3ZXB(1B+4WJfn=r zX=o;xMoS}qDZ@=Lza`@4DwAP)H(Hz)-J_>Z(R7X1NpJb;P{$fCH9$nX|XSjGUR zXLy+5+qZAi96!)}N)nh|5a74J9Tpybx#m0o0I$WOs1WNy=@G-M>hS|Izd3 zg_W^aK6nu%U5UF-!Vt_BaBzb}G%PGEA|fKU_XV}g@9$J3EK=qA-^dXnBBFBJ!Q2~} zj1>jB=9zK+acr`&5Xv)yCILk{yV&IcZ26jdPAjo27c}(rax0DUw5G$^{CkEP3n2;C zAN=|_{hFO1A}+3Tx;?75DIh>XQWDKxL*+K{dRGT3uEz7oYg{J?WhdYh5NInhs9HPR znT#?!B`!|)#_DrRt@~pBcvC`xc2TF^wzd4I0nbzWMEG*Cj3Su`z_2uvq|3=lhjD&2 zmv`OWoonA(3*2|2VApZ*^Q#y-48P`vt$iQT%M9!nucHIW2T@V&v#0|r&GM2i7DFM!T`SE*VSFc{}%{Q9gZyp&Q)|R9-+A3zr)r9LH<3E61S7y@-u^mm~s{pML6Q z&eTS?EL|cE5iY=jh$uQCooaO}E1s9K0fK^_u(3bPM#7c0hsqnYROUS}7>xUX7|SMWJR2?w zm@(IbrS(!2?ff!@&n1;()h9104U_x&H31ZRd3!H->nSNmVIJnjHf#+T>~_i?aR^#l zS!DzqA62{jc+jy8(WYTgyr3Tp^^*$ws{7JpQ_}~#UK$!2v)Qf}(=PLiRr7U|eXAko z2X7v1k2)6Iy?OJt(6Xiref8$INr=-$ODvo;skm|_z*sdt8w<~plNo3Q^wRn1V{j<@C{Z1 zx-Ts+r%pUwds872mzehJ+(8w@MWJEM>%Q}ggC)9kA?;aL;};4iA3tEy*zzd_+{1jq zqwqsnzw&%*T{sy_3*fNQfMb7WqxmRhJIxnF`f6&iBd_D*;|KN^KJ2c~tS2@dTrw

)Fe&LfJZ}1pKNfIkCKiOgUNj{e-4~4`>bhzkkeayQ6A9 zP?+qrI8fxWtTI_w0U0A$A)RkfIZulSFu=`4^1z6; zAQhXBCK`L^sqGt;-+46D@%C+ciw`rKgp=GIsBkqqzy@ks)&~GRrH(YDUTbvd&A1e{ z(|D%r_D5Q?gWdI(8rNBV`^0C@P6IxV^h0B5V5YdMA@JHLB*hUQMk=bzGNbv`V?g)$ zOX9#SiY6Z%Y?TCP*EOvc8`Yhwym0SV7Su2H%H^T5ObsoqtbV(bkI{6uh&y!9EZiv;vOR0{JUUF`SGL9+|4vW0~I}0BBYL3(^_Qz~wIu%)<;SM+>C2 zP?ifG1XR3g)KFjBmH`*G0FYZOpM-5s0QAs&^gbyQ(Q3oaOA0C~E?6(sq1U&ggy8}) zt3i!eQ$U(O;$BBu4t{SGjO_q}q8#1d+ap@7--s=}w_)|IIS9LDwdq(8LexYL@Fq}| z?13GqvbNGIDR|9L>eFE#OgBP#V;r47jpSr!6M{@&YtO~W8487wurrp0%42ziTlIyM zb}1C$s?nh#0y;s%o;|?2kZm53^`AtDg4sbOxV)_Rd34mkYi%k>|Jm!HoQ%%8)yC7z zk}g>zn6-D0xLVpGsS1{w@4*bc*uVR#*T7wEy0ir95#0s2LX*7m7CCe*AcC#siXr@7h~@3Ey4eyLa#Ai*=;j z>Ce}$@fr7+>ya-Qo!nX;rGx!^2as-dJUkSG_s&WT(6(<-VoSD??Cbzj+Rj?|Z}whx z-#hU4_pf&Ph6Sni);IfK0%y*MIE+acHu^FEXmpp7;k4kO3YB{KQC+Fx*V6D=kbJ0N zo6DJ*ag2?PO|7oRrKP3W?);dakG$Zyf*>f3_Sd7OrJaVFd__&|zCwE7vu8|zRtOy( z9YeMaGIDbXKz(V0Joxa%ix^;1tzW)S!M&uO-7`o8%J48LDZ-%2;oJLoUOs+)1t<~U z;NlSfw)Kg^c`Ny@2fNN=jebnY$;nPmPIAC@fJEl^<5ovzp-`=bpU8Hr!i1BvkCYXQ z=f5GIb^ZG-Vny=iq*Dnh7kzgrwzszvjNc^yE?OX$r&xpM1~sDjlWGdSA_HRg4ffQX ziTaxKaCrcPVopHJ08oDFX%!~GYt}EVs=`m(!{o1P&juVZ4As)y`GO}bKKN~pXi!z$=K+AD9e}df#1**Z`W01GrMq_pPz?)~3FH+&(i#_Tv-xj|trwdF zvtMDyFk;Ni?z0kth^gJoM~)$9y+{u%pt$@qs^C;L9g^acF*o<5EB04%b8`cxq6KuL zprJv5n10E*PC!Q1QDHaOQ|oTm5Mz}2n1AZ$=fLpr^_RqYnuk#lrdx47kgk;taa)~Waj9WmUtf1;LonJj!h&krxaS63F}Du6IH@=Z zuz+@H+$DN7dnLN2Mp8gP;G|!yiMFaJ0tDs+L~fF#Yfi^s?@hj(m#5$#w}#EH_u4X2tt0P|i0BGB(AQmXs~_w@F3wN z7mSvOnE277M?t`uc6WELY@2r{h}0mvpgV9#OS7EOFQ*u!p`)_^_5lTu6tvbUU}@#$ z*5#&3dhl`GDfzCRAAFeI`k@L(>iHkA=;_Bk!1i8>zQc{v3GBVQ1 z!$TQ1aZm0Iu8QraPoIL)NX6^9yT8wM@glQh{W{+HyF&<)bl#p33XoM2A$vB10nNjH zS}2W0E*HIPC1~2qJ9V#SE{fK+gSI8wd0v1JWr`WsClc`=9aU_heefQ5+haW0m%?oJ&u7-X2Al3E<#9>-}EQ4@9PS?(pHr z_tg5SsHoJqcXf5`9__EXOYpOZKILaG2vAZ=sD19wF!<82^~dH%rz%hJO(znE_33ul zmqMTNMZMa>z~Kw?423wtbXo)Ynd`Yi1h&$?nM^q z^>fFkrdQh&?KUKK%G5g74}QBsMB&3zwx=tGn_5}jkBA`POHld#{d*cH1YWyq9NX|% zK%Ch5`H3KYku`wp7GHC3&`Y`T9qrDLqsjuR;O)P>cu!RAxkM0~|1JikhBkOmN>z7njNq|pL(9=hhmI_;1Sz#ftwU12!>giS9WdI6-@9F93yWUPG<+qxp%u~u^ zWC2P3;m04aH(<7Uy5kQv;};B@J(d@`YXXB2!}?sQoz;HbKk4_yhwkpnE-s?=_4VbA z{$p{80c~$b@zeP{C)uD$q3Gsz z?!4nfG}POfuX#78ivWo<5CsGTfHJ}eKmX!IHU$L_5_-_)rd!3eB2FYjH4Y6d-5p!NCDhH*ew6z8-JtnC?pqVSXuwy8xr5#vPH z#GUb6vHBMcVuGW3L#Amva`oSL9;`s-1(mb`e7zJtJK^(xFJQnjxAch5ud%u6bgh!16DrEllXXMUSm3MopgI8&ipO(%lY&ot-fSMOB)$gZ*N6rm!pWd@2=B1#|dVT7lXsYp}WF8QehVk zV0LI^M5osA_Gp3%_ovUFA3c1CY>1{R0{PT37}!kV_jv)KyRx!kJ4^KxwsWD|CoR`P zgfV1K3)d2g+!ZdUO?M1&vzr zwF~|<1yKRT*l$aFX`+D%7E{7!TR^ASFfu8Leq9ofD=Pe=bqGrBMIQB+(V&k-RT*t< zZc?vKZ0)XFP*YQ<0e41G2Cx9elatx8AI64Vug>mNa!hNSEE| z1K{<5TtkLi9|hlLJheZOXD;9 z(ON6Hh~vaXx0Nvl&y}&a296Eci90v=C5WqO7kp_SaajLZ=&MTCtuTq(zmvPmF4%}0 zGSy}T6dchnNz*rt9pK_SvMK4SF)II#YZ)D%7-)S*Y6l8dlC;nHmok2~bLq&Gz*N4| zi3pMTai)l#aZ7 zoVaI*sDBf^v;TgdRq!f3cAALD*J#r&D3W~-RCyGgHcU6SmZEaVuJ;e@-0h`$8T(Qq z#YJnDN-iQlY8GK+QhZMQZh?*Rkq&bqi*Q-1QpK9C{@HM=q#-j-=ECc%r89OV4LXiw z$C~~0NX&JkZi1hmfIM)kUj#ILH4A)3#EC?(-f^?ZIV2sz1G`~^%=S!Q_->yKF_V#ZXV3RV=`CnAhHbu@^ zi8TnOY36xrDNzLClLsamYlbx+9E`;Ew2 zcMB8no7ido@q&rHe>WkP(;_Ve^WB~`{M?l{7cAdVyx8jOv10ZjODijQUlT}1Cg)MP zV3(|Vh{?qQSf20k^Jj%mQZmMKHNWLlD;s5U{?TC&&vmV)a2A#Ve`>mdk)73&K{H4f zI>Q|U1GIn)yjk%3Wk~{a(rV8J8&qoHc21l3*YIYu1ui7s?2OGfQLFGvO3up<@IK*I zVA}!bn}T8~inhbfcF)5Z|xre zjeK)-h^b-D`YuF$f^{4oJAL(V#ei70PEKlV22kK8r zBG>@S(N4S!^gA2sFN2VA{jz&E?%m-N)qYG~+p1ep1R9^s-@JkP>~=PXS6!=L38>H& zB9;6=5s`dCw-hy>Q@>liAg*+eRX_%}0C@rlYz-%$0hQ>Ax;omvN2cP{W!{21Uk36Y zz{#SqBY31%kdH)c`c5J+pGBo^^O{PRE|~$ilJHt%?|Lp7l9hE5%nT3gRo?w@fiK9(~yIXw}SLT!SF>`zv)3F){7X7z}}4!~x*5wlw(=Vc=g#Af&(PnHfqZrh;(K zNLal~?$$Vouz{#BK0f_I`Ole~CrzsQo6;3gvN%6C$tK~fu!Zk5)A6Hfv1Sh+L6K#X z+LbGEYHDPRVzyZWJVHX`(Ch814uE72;{Iu!10)UF@zCr9N{9j%SO=c_vi8qq16YIE zpNzhOPCv5&)NRNzUn}wP@y{X)gxG1P@~+eLj6Fwr%}9PBksfRx-0oQ{t*UuWSnHLI77I3MlagJPXshJ`YsL@{&pLG*9U{;QH zv+R+^nK!`sw0vl^F^g$?x;kJF0o#I^nHfg?jG{Gs1^Nme2sAOH7u@CoVQ)%9oRCEORDjMTpVn04Vfj=8O^DA!P*rWix$p9lDI zj!Q4@Y{2O+(D(tKXz~5sBMGM|1lTDB8(SPmKhr=m8Fzj|9IgXcH3O=&3osshF`*#1 zQbIY#L7B$Ld53Q03>+KD4KGiO3xi zr(k{9IyL=v-sC)(N)$kLLnSmwH+Z1JnfD8wJc;Aj_?yT0-Vd5{HhoIZAO1pJI{msP z?Jx_ypmm@<7Z7ihH;w~7Xrh;cpP7L?Johz^%KvanSH$h{%6lAEw~{i@(IN67VM)wQ z_v95@-o^wR*DVBhX}=&&dYY4RXyEd!lJ<=4&R859c1=xwoj-{5k0}3(R+w5?+}wz5 z+*5HEG~M6MuL~t%z^Xs0UBS!eVmg1f8Mdc0kV!@IORxC%Wd=sOSEbsB(oXeN5#7QrU zQ?hAkb8III8P=xcKc~je!rKnjq0A6ndXc*Ss;IeH4pkgrwa$Tl5-WnFhh0@!bL?zQH>DbD1$ej7TC6~-@2{c+}GdKw``~Xr!42z zKRpADmfztb{TE;h6lU<74lkHQru@|+@{_W&(=W?ukzuFhebK`Gs&#m}w?KF6Z`Ib0 zpc_rwLxUrs2ulZk^leVB;V**3vMxJVj6aJ=ZeEq-W0x24_i0N!y|GvbD#&SMIfLZu~eWRv1wUi;rJ$ zU{eg&F+MzfL;Ii7(B9sTqG)4dV!N*RQb+-026PdWtX%tzwKX|!?^z}=ld4}&J{Oq5V#&;GswKS*z>vH`Ksu{Q@=|D*E9&!5v! zZg-)j8VliQ0r61ne<-CKO`ksC@PDKAzN_^n?8vp~0V^x!sF5nG{|KDE3Y1Em z%`ABWos?Ip{`orXo7>wRkgHJM9I5y8dWy@y>Xy7z$ZXUzOu3Vcr|zO~lq5dNlMGy-GXmK@)a%cD7v{C^m`$%0B?iqRZN(K+?ekt{zF=pmr%yimu5K~o|C{XY9MW__0HM5YK2efVp3B96}VQ?9N zmW7Hi=*^KdaKG95@ti!#4kZm}vZg^Qw2z_x5$V_T`{y&;(U6c3XDFX3^_KZOnIwVz z*&2MP(Qj^!0Fk)&3k3ce`XeL_ggaObNF^o02raN&z!-)g2M(+@FGhiiEb_bX5cXzZ#Z)`UjYvqK0jdty8Z zN@2zMzc@s~d-G1s?CIYEJguT16r1}WrKZL~_OgI@0eK5S0K>Mlw`Us~fZ-2b>kJM4 z`th;d74L_OWD0obs+vd-FXnTdQ9R1R1-I4!PW6x(iJb@U>zT#9nZjER7H07LyCw69t2ak z=fpjHu*$YW%P$nf3o`($!e|YRz-?mh^#7jg^2r>keMpKC8>DtF@ zoYAj!@0qYrT0$i9}_Y+5CY%rl-XEZRk6;(z4;WwN0AnMj5Hs+)8N{OqK;agXjegYu$1+mx3ph~w)+yQ8 zgtp7v7j@99fhnO4y6U}=WK$(gZuQ^*0ny%Cp67HJv~IPsSYz<^X&Y zKTRq%4%6jD5F7}WD>!O^_CkO~-)GfqXoCU7FcqwPFSBQwS~0HUPtzpKdWCJ#iN&~* zr>bPR1Z{9cjwHy^7fMq5DpvxGnA>k3E1bL_-?JhQD&su9s>Bn7(Rg61`3IInyt4#ks0|v$UrmYx zW+Y$jZw=>+Z$bEOkNic&oT8`T8adbh^P^UT&s|&lPjie@R1$uqd+R?xYD2Ej{OwtC zie4oN%&Pg1G6rj&@cK_%6e5upn?3JIF%~Ty$~=`UTj-Jb01yc1gwQJVUte2U{T-Mv z^xp#)k{`D=AMP=DpM-eI;)QD$-{6`msv?ml0=C@8_2290|9^K_1`05kQBk`gc-b(J z(V&3j+tcA-z$S(!50GIg!O<>zd~mbqx{eMlG~PK9Kf+&128KvrcmqE^vcrRj62OI^ zfpHm9Y?;HjRLrPuk$zaW%svUYbXvh+^$lVV%Fq*AgGgP(a6Zi8IB*6#Y9D2 ztMM~3G;BK*JH^K*2X6gpNU}vy98~bO{!{S<$Wvh8wjYDpbBj*b8QpyL`l*nKpc><& zk3Uem#0nlbA(XT(s|q5uH8mKy8Wm%p7kV^quC9vu`ua6~XGKLnXp>ztC^f}U6NT+o zd#=7DyR3%3M;zYceed2|IPwBmaJm+N2UwX%I5;?vz^N%yAl6XdmG8QO$_}r~VtByy z1-M4T=g(|2WnRP=2An4DI6<8VZZz;f5Wswu-|5AAW8JL`jWl0h->I1yRCXE~9!5=H z2=c$E8|5!C=u=o0MvEdZFL;tcD}W|(_ER!8l621I1lo`Tzw!4UKg>F!8Qy`J11u7# z6fiV88nu6Syp{&!Kx%8^IC_zcmPMiy=yadRY$8kJSeH_O%XWmPPV#t>vBUQ%wPP{p zDqb;%15WV&$@~BRm;deA=uj|Wfpa@pv)!qkKRzZxF(pJ$!vg3$&;up_w}hXx*q=#O zn8m=!B07Nc?SP>kCM0B+#en%1Uf&13tEH<;ZBP+GsKJ?u`T}a*Ps6_Wwz3jCXzW7@ zJT){qIe+aG0oGH2Tfu;2IZvM^hI1RcfCGCg?F|~D(Ur@U>6z!4f<9{o^w&|xE9k=< z1i>Abfjy#aFlh3PH3gU?DpC}IlLb0K+`zBGK{74WuOKSWE$IMG(|#U=)fVeizx(cs z1K&VH0J{ZxE(rBF{pT(Z34__^GBN>prooM_sHk8eK*Y?zXbCAJ7`k>i@^bq6jHn(9 zzJZw!38#@j;PKON5GXJ#%pvL#c(y_c3QnW+HEPiqI#TFn0CgA6If7paZ43SU{0txA z-v+#!tUtR`j2XKiCoILQ%`pd5S+xE^TMjts%nKmU zj-Ceb_w8(IKr9GSHWl6Q3L2X^?xuyYU`{}-nLww*B);sv>6W1)zX1#uEr4()bZvb- z2#&jDWM-OKTZcm}h1GpbeFE$GMZ$A-c<1hD)HUK@s@CDQJUIpAmk%**2_>v$ynhGu+1*8x;|C09t(qq%*;X6(1#{F>W3#U% zKCsWo$Po6~zKga}pkeS9wZ1`98Jsc3vonvf0+BSM3sWoOBRgBWB2(XSLc>r%3a5R) z47-DsR1W+XAd{0rNk_Y0a1nId!A1cmCnODLs7;_oV>2)?z=oQT#NKR6@z%43+uqN9nuTR+59Gj@QpC&K>TrWL~I6Q9xfZVO2mAHw7drtK9F710fNgC( z>$3BmoA67{KWuCaQLKFVG8dEx!1rih5!qiXea@6?Bar=jGo~7PdZu^50MR0=F5?_aO*iQ1^cB zWYO#YfcQda7nUiU55ORBZf!t2(elHGe~3T-EQ}r$)F5ac9sTYO0Bi0Q-SNk#P8e88^q_)7!39sP9WplUalvAl z4_#gNL0<*SFsNSX;TH7{6Iv{ID}&uVTpXO7gj2Jgq(V4F_Ev>fl_&FlZR<#*MNv)b z0>Yo5;ujqfJ)Us7Ir*&Ea&N7?cKl1g#U$&~@uS!w}UO7nJI+ zY1Gx;r@4QKgYnuXNji5mzydM=rx?siNy9cHY&Wn^bRm3~j4sJ(iT=k6P>0pn*xVYP zZ~L;cuTLv6fRMC*vLFsue`X|iD3Lu zbh;P0B+ifmhkh!6ej-7JRA;v%iw=Y<6$k=!pSG?gQLQJw zxrO#D*3)9FUt?(ehFBmc4l0luBDz z*zEJ_^R5_TBCi!R(4^lYSN60uaqGPvp<5xt8+Q3-K^D;+$G?Fno&M%3yAsX9gpvDh z;@{s0g5T&Kprse@>dAx+lW`mu9*EY*|91$uBMW;961cGQw9+}-uLPi~p=~*6wze&U zEfByQnCSwGiq61+>UF3}j81JZe5F0>*BD^{anjzKf!W#I{=a|F!Rc7sRR6tGs7~;!N-^wbS%*+GChVGNCo%AlO8rph#Y zn0@zu-a%@e>gY(`b~{oPBP*j-K3U6if)o8X}F&YE-=(c(`)oejW~z|1EMpJ7nH-oXTojt2b;P|GU?Kyh~G zhT}&_m;#3kD5|fj)=@?{AN3wj4&*OX*SCKGb!KIvffxbciXG_E-?+KC>7xDi#Q&A3 z!FXZjo54%|bpTFrvp{182Z2v|_z&^h{x9O^E~NvJnNe$LHiwz}czif{%mEEsKo0b0 ztw>Oei=Neh9uuM!?hm$9w2uKUO0*9FzXM0?Tj4ws=|yk22Iry3FakCD{fC77qN2k?){)VP5xbJ*hKi;FqxwqS!Xcjmozm=f(n~lB2*=5XrJ+kcqVetn z8~Zbhssw}&{a*XNjO)Cp0F~3%TJ7EMPy2Pu9HA5ns-l_*(f{g2hn%=v#8vxa|DlEp zJw^0JR%gfj#M?UYYq=E&L~O2N_>|ZsnM)nn=wqOHH8&7l|CIKMI(`U8&lyUEh^yC$ znfUa7V6W?Jtg31%i_gNqX?>WJ7sB=PwkZP%R9a7Ms`41S&%~vjNBVWPI)Ju1NX_M zIsr!q^(iEbo|wmlh;KfXLLpibekww%`kh*%PnIK;-ZcxMHZM$yIF*(a0E6d&!MEv& zP~McgdK^k&uKE~DBcjZbGdu9{5g|ug5;xq};=PgzhWn68AwuLDJV{4NF0X zixlcWg=jIV|J?W-dgG`L*MB#@_vgkjv;S_q!E*_-`{`_V+Lw9s(ATj{cj<_Nan8nhE$!_iS_Xe$~R zFhN7KZDt)OH(SBb^kUB6VOI;M6E{~@o?mI$G4?-PG@+uQ`O!3K^=2JD&S8DbwYv;H zd;l^;GeAvA_yiU}-42L>KpSqy&3{8@qN+uF=hDOB6H2h5F}Lg-;O{RZm>30g_xI{G zH8mb_@kCJVVm;1=RadV+`8ypm_eFY0=}*Byk{LjQpt@{%7v|*Lhc+5(9y{vd6cZDp z8-LaMt=W0v>X1Vfxk*S^byD^@1(V1CCsymASwcChF{~^i`kZplUwa9q#t;I8!y&^1^fCJ@f$y$;i-8NTDaWFDHIIqA{lZ zU$7*)rR3NIIkb7*t{Q~`-E8&ds%I%Zi;>aV;c8qAbIg?vR738n_RgCOe6lEtg3g6tAD0^vl+ayw`;+7hGlodP*D3|d7_A@ zY$H2I!ELkjT#35qhAwPX=~GDi5G6H^q@;!x&aGP^qnC|X?l4+flRJ(oe@H%C>JB~z zl7kwL3r`aA%s-hTahLsKA{mZ6UaJ4u%R4Y)i;pQ{rPgsN-zn(COJ}_sdIs>A&Np)x z&xz&~8k4g5W!1Xl?|F|qXm1WL^RL_8(TE%ii=1+LjHU`6oMar%j;EV$aI`sF727C1 zw^E1ZMuBde>Zr1Ux0Ha1O!c7Mx%_O?F$Zm7J4QeUuPxaAWCB8YA~})m!duukZt(Xm z2$kr%9~=8D?_NFj9VlkmUEEra*(u1o(eCK-YptsLvegk0M_VWdZW_H0UOZN8=VrHc z?kQ9K6cx;uFX-h6dWAHR2W2+wr>4Brj(zVx#`3->?4Hk$b@{=cIZnRw=y?AwHd`5Jd^ZtSaEtK00Z9R9k!I1uv!ivsT{)?Q!J zrKqnv*AiR0UbH^@n|i4F=;wA$#E+zi<@XentRCvQh@RxmODSxnelb! z{4;*dy*Jbq9@tNH48*2>WT6!o*~?vG+CHoITRo(&dKJ@$Pn81_ju z0gEi*(*cb_1R>N5N-w|cz|WtZmgvukYT$STQDpb?d^5Ifwc86%l%?2}FXruw(^5MJv*9yD)c2L|lLGw$SkdAmOIFtvn; zCGIlKSz{qLx7^t~DJeCh!+A$VHvEKzg-a79?N}lr3uO@8m3Nn31;{koaqfuGu9?rL zb~{DmJ}E=1Upj1FtjyP%*={m;A^a=9HngjX;S+m?aPbT5naQ>q)LuEr%P$mkevzit zcy+V=nl4>dR_<(NxtlssUam&il-~7YU*A)3@Icxc$AtfIV?8@iF_}^Tt-GpsAf%i5 zP6ffI$5`z6T5PAJq~${c>gx_(NXm~z4^O&~lpLaq4UIlyY;t$*?CATGh4UZ42SCX9 z4ZdR$nom_XIW_eIW*|N5Z&3>c3_uWlDT-Z8n?{_0VWIJ>*6y03*y5o1jW82~XDap4 z%Gy)+F6Mh}(D*bKn`#hd3>FZz_GpOZlr|V~-{R)B9e=x6%(M^BA9l)Ackss-*;L}2 zaxc`l(+_XxzS>TGh`ds7Ew`D;G^K?d>4*-WfK)r|lTg5LLyxNxj%soSZ6FzuW_zmI zE7l$F{te&A)Xp!5j_?R~(>gOBE7loZXBK&;O{AlfQ=E9g7{8x z;U6AtGNEyDs8T6lWYR8k^`|Q-8P$EYD0y}u5pS;2P zSvC`*-2sFAq-FKJSyz9eq?G&#yBBKiF(#^Z1u93y^(VTX-yn83(Kx_R_tTYSdg1pD z+8TCLTy6w^tW1c%>N`+K$b8YWfw4`BwK%P7;dT1)fo9}WW7)=zBO^X(mc~u)>W!`=i1OJI;-u$=wG##g z`xBKF+R`$&iN1bq{*b^g-w^m^=46Q!dHh6M`hsHlg;D(V48XlOk52}gZI@d?$Hlx$q#p`06MOxP=I>~2t*erh zJ-pyfX;1oWo0qySQ7=zGDU3!){Ns#{QZcc&kGY-Z z9;zTAA=B`O#{lk`~}iugPqKe;($sSeL}ib+vX+G{&oq4Lrmd*=+D!)#kE zo%5*IPRyHBb3dmd<>hk_;Q7E9Hk?MAphl{W%YNo!Ogt$s#_68nIgj(AXKWcaPW+5n zS={jcmZ1Cf$FZR2nYr|%=ehq!Yi}J@^%nL0VxS@=B3&v90!nu(1|{8HBHi66ARqz) z(y6pacQ;74ba!{d-tXM!8PEOmj(6N~&lu+%&N#T^x7M0#=I8s&X%UYj07GX-%jrn* zi1L=O4J-fA50j{S!iV7xU{zP`OrB3?B>f(OM4$c0IgJ;0f(f5?p&|S4$2}ugt{z0Y zXYEv(ZREk*&3#L9LQM3(FT@`w|7$E#o6FWt&db zGz*K1b~9X_g4KIp&Sk=Wu(JxC=-s{hkW2Zi(4%Ir_9ypPDp^@)e`gO7!vsMUlcEEn z8F!}JXp{1WlWsx!h@&)OcTW>{lnbxfOv(7)nLauhnc_Yd36u5z#6%|^%L`TQEDG^mn}`clQ+bVIPRbf87Ur?nUU=c8spl}F_bIM zxArlrrxS7$3Hx7z;OrZvr1w}SEAqlzH{g_^j<$OZAEw>99$`hXEB?p0o`n4%{+>|RHYn0`u|ji1l7RHRmAh;5Z+4i%DO{y~j8Tl*ygLZkqouGc$03!);V<9!GzZi9Cf@;|X}XSU14y|I25E z=5fMj|MY*^R*s_I>`C0B#2@QR{<;~AV~=IW>$H+E-D_X*kp0Jb=EL!L zbF;4TzXG<~d%ZUkDTLx^mG~P-{tU7*3H^|H_fZ=Ea+T@d5EOp3jBDb zyf3(dGIX<|U3ZStJh>(xf>Wa>3Z5agCBm%)t++k4l2~0`@vf5xQ35y`1gnVkBM0eo z{{Yzlal;Jy)0g(@>qjO@Sy?igIa0?^m`*N$rBTt!mFfy-xw>)Wp=ldL?_+B-jL!5oH`!8bGi~dXel4T#jxft15V(vngiLpo7#_MYJy1KtHS?R?I9<7AzVcwO) z7x?TweC$vqE*KW3uoo7Y9vQypGCV>j?~-WO)Tm&68f1CMaFv~}ygNZ%*RpV=;V@xs zFifxbeP}3i#~qzD)2<|MJ}>2U&B}R0h&_5>!im{3VV^?lS{KRWm^14Cfsv$id4Jh zN>qmQ2h+1yeAx_t3o{F91sPsUp9~!coxUW9OuiqU=PvnF=jyw1Oj}~1z;kJJ%JQSl zcfxMfv2z#WrY3(3Jj1dISxf%z5_p&Q?3m_djZMFXTP&xn@iY1j&utm``cLVeg47ZJ zMGVC6P!q>Q$W{2K1j=~BZSniEPA#Co3zaj=4Tjb8T}UX z6Wu|1&ORU_DjR;JoSXD;6n zxZnz;GGZue<6;+b(A=8t&wMc`Z_&Z*+cUy zr+<@is=I$Y<;j<)tb7)nG~O6hO;Q=z;SBPT_tkf)ikHfgW5xptO6QI%%LnegkPhwZvfg9nSUNa4_TI#azN%+iPrZRNH^v1U?n)|=!1f?Y9DUIB)k&Jc-pbGgbtyx_>h);*OVciNfOHS7Dv0Z%x& zBS&Xd9FiuwW0u(zN|k;Mu8H22{FRpND=M*gr!LgnE~~(+=?B8Tk~hmD`(tb#+Inwu z_`!tLuwoM&%0tKJvsMtqy{5oKrIhu2-j6cQ8YVh_0lo=7A>lhWH~z9o8%%)bY!(DH z&7ru1&8@9a+-j8Mnu2o0TQ4>K1`du_Vga$m*2jN%8{WNbXz-?AisO(-h%YL1NlY#( z99p22K9)i<&RX$t58Hi}m&`cLKYTqcbRj5ox_a9Taqv+*R@`XSNXN28D-p44oOr%V z$Ewd-z_qWzHMH4?yRq{LD4okut*HFje7*PevX%u|d=P zKsc%jGpfzEbEEMCGal9bkXM$o3$|1tTe-8fu#o!aWf^9;Oq6b+$NsaQg3!sgA+-T% z5vZdrW{Y$`egCt9ubEwemyiR9`wD&Er1ECNeiwSu-GbP78Ed0;Nz1? z5~p5jhC-v6O_T;f;*-*KlZDe_QWTQOx4a+K=jnWQ-r_i&m>C+ka!>FQpj5OY7sQel zNUQu(RH%TLZ$W{Im^Zbla1^QLOFoal*RS8Q4<}9RSX&;1*b$%b!MkXlZw`ihC0iwS zmAuBAG7>F5w|wQc@?{-{pGR)yW@uXKIE$h$pp#bs&N*wu3}zw<5i=Ve!*03hc~AAE-2UV)>OU`ZgPdXQNGLl zel028nEVg#-?8PQcq8tHMo7z1ha%2282@`(hWRM>Y+-!cwrWhdAcQtj=+i5v6?~TC z_oFuf8=V04!T@MUWrM;as;8@?qXW>Jw;@^k|B{>cQWv_WY3(b1ZOh@Pq@?8H-%#qm z)4>fzxex5W4fNa!3uiyw9^%fFPzfvaAuF$J&SzUVy-JjaM%ZrK73> zaeF+xCir}^&-?>p^U-I0%{a->`upj9+ksBHWP@t*MRG#78RXInVSd7^*jiY;MYCvO>SwC_K{92D>#eNcB8H<^x^`sm zfiZu;@c@sAyzQK1Lp7}0M^xg;yP8l=Lo$dOG}x9%KxJbCi$reE8us-gsVWKwzIZ`%XQJz9^5YCJ4FDROzb0DTjD_u|es>7z6+=GDWz z?y*+CG^+j1OYQxMUXRWhDP+(yi3b5c10aX8tJYw8dD&%J9bwj{s_whIrf;?=3YTb7 zhF5Saui7|iE9JOTKLp>jle(JbEgzTecT!R()N)|}>hY8D0o+cH8@7Asx zuFxej^mQ0OlTXx?(jdDX5zjS&gDy5Vprul6FH2Ge5@y{@uT-UOJ7_55f z5E&@tNIRI4Zfn|;#ihUk`z?p)}kG~DRVSyWyLCyo_0%daG~buiCJn8JsBq=P$_B?>DY4YqaPc$ytp~o(}UR zG@qNkr$|eG2~)>X+tlSdya~ZKB5s#EFL%F2Fu!n#-NgU|U7Ry;qRv2E0-8CGW|Cm| zcyKKhIQ4DE_V)HqPVa|exXwDRI>`(FfZuJwbHqqV9do% zXmZR&;Eb`1nQ2wVSTbF3GMPDj>Pwc1<%MvREkPr4f@5Af+M;d`~B}3rXy+0wt`Z?5pherUK)|K{Gq9R zdg?q%45>j$RLVH9KzOjTPiylKK% z=UZfh5ChO;0y6;CitNHHQ-Ahj?!k%WL-sE#6&UU zX18|;*zTat%$ML>!k>lz`ghE31lIO+jm8iky_*(1<8+y-7t*K5A;red zXcKdI&*>cT8*OOg@O?mZ<8oS@ScoW9b7;AjR^HwGM}@I}?8%JT_ShzOIXbR zpjN3?DO7R7LGAQlpsw!vgI7V`+|1QiCUmQ(dgcJ7&t=?=~_Yaqu7g5)iJxaCh>dnz0Z;juieqFA3fUA z!^aoQzWTPD`_V?v7K+^}K}ypC2aLlx!wO|eMINo^TKb=xy63#l)mcI*as<9AAKcds zPVQ2Ar|bSGh9xG-^Vez_hB}(yVc+XZ#7W(XwC6cKl%EmS?$86Il7s5fIR%iCE6Nqq z)6?@04qgUD5SUct`4f>FrMq(E;tX@gJnHhV4Mc8RI@R#soLt$H$s8$~T4+ca#AC6g zX>OIXIcEn24qoW7MxV{|ykdY>wRP3M+O|PzYU#hlu{VXZoh#NYdfKnmXL5mIdMf$U zuA-`(_sT?yJw7?BC?KRm@Ug(-1hOK_X0yxc`W=0eWL9;OiMyq9doJblTl9~+*6%)v zO^57EQ!Bi{?M-vZ$e!s`TvnnDy8s z*G}y#0#7~(hk<3Yh2ya@+|!Dv!J)A?@O(-c$)M6f*v7c5GyG~3hp%lTgpF2LYA4&f zxFksY{G_8_*(EidG5b@v^82UGD;WFfZTVBjgmkw6K$o2i= z^JV+`F01lYAA8Uh!3EEhTP!5((%(u}ZT7C)*~^W~bx;K(KS5%of@9^Mt_R2K6k}4& z?c7I_VWj5ZbY3ooCqYVfW@RBZUAK?qQlhTeuQ?p@2o*Wx-qSDLMFdzHSP)w|?-;l~ z&it)h+c=+`dGl}CtZB~SuySU}-Woz;*~n*hyc9oQ{oKr(?A+yVy6mJCAilGf)mioz=^d3pKxVtDQ8p}nmd=BxSl z|58u2(Xtlup}&{fW*j%;fS#k2CsA5s{Zq{32B( z^`LLw@2~%Q4B-VhRk8yrDBBrtEZBq)=SV5ZtqF!5!BfEFrgHwsS0Iv4Dj+H>(@#qljk|{q^8ieqY zC)M9-IS>a5<)(Bfi9u=^t+Mr9*W6EHru}Qhjam(3kwqpSjooGI?$%3p2+bXR9x=8r z9a!65Oy7)a9g4N{GsP)_irkDA!u)yb&y2p5M;-TDzWl*9V;F7CN|%S{cA~aS$HLx^ z+=1^29(Z8?XOV-xxy^?!9tYW$+Nxj?My5Ys>KI}WxiGk?0Zuj5&KV1M=I*&xeWPQd zQh(0TsKA45{}Rq$uo0j&v1ad*{!VJCJv)hf?9k&n_}x05kzM&J&-sy;2dKYO`hJPg z^Tw8GJNqh2$0w(REHU-O`L%0LT7)$<88a}X{QmtF$a!#Mz)F1kh6U5v^)Q&PT56_x z5`HdzjR{f#&);Frs2pOKQciVb5G1j_up#BO+k7_GuwT4n7F(C4ymzu4<2a^XON1S? z-1BiVHturWt?L#W*h#&OLOcr$kwK^k!gm?$&IrH_Sb=91P03L+Vmd8f>IY@CvFMTl zk^5GUAiV+A7)YSQ;dbz&kcjh@QZ}r^d3)e|Ap2{mybHyrH>uGpNfyreS)&2CNs#-Gy{vnT6uQtBX*C zacnD9AmZ=mX7u+V+gFKNQn1pvFFgF4``(lim^EcPuieF%FCz<6jVKA0JmA73eZV^! zhkY zHRI>97<=5%Yo-!f`#CFAe$2&=!8yViWn%8dzN{*u07pE#$hFG`o+`MbaNEXH(gtY; z#hY=9nOQyO`Y=^Lzt}QVGI9-T-FwQ(fJN<8uZL*N#f-t%-Z#}Ji# zebV~Yjh4WH7w-PqB^@noVEPo?(f+mVHyMMnQ)-e%GS3vv6~U0awvu56H_ZxJeR1Xa zn5=VI-d{W!VLrUVZ zukkQ`x=Slm%0LDWl@|H^j~uy}8Pr6|Zb)Z?LK(G92j)DS5VTLv9&oH1KwOcs`$gcY54~7jMG*_Lb(f ztsV!|r=j4QKvqk43Z*6IqE$8ZfU5}EFB(SfU7fRC@bTWlcOeT&wHafjLgiQ zu(F1M#K)n>z!_a~_dmmP$J(Z0Ka^n!Z}5?|OdT9fAujyP#z| zY&*%agZMK5ECwNrxS6&%P0`_AT z71bU5S`1D>jAiTNdFFX7CWZU&`pGWW7L)pZLIKOJ^!ZdH1hpZq=#5 zEkEJB!6IIL4iZ_C%k95Aqj2US(o8A(7#3~#_;<@IPK+m$)foEQa>xV7G4t1MT2DWB z39pMk$Ka&XS-z4d)m_f-5<86~xy<#|R z!#lcre0Jr0FTJw|^OiAVw24DUCW-teUR7mZjF-a|-`CgwQqSn|Z3f&zPW_xZS2aH= z&2ZOm8N7rkz7w_;*J_two3vv^6 zPqB8^7)@}1v_t{l)*IE7a?>8o&74UIFx8NEgB!`a=VduhJQRp!l}i4WOJyvOVb(Pu zA0Tk6q;?*UlS=wL{rv0vG2xRJv+&%H=n-g?8izU|_&UWLvA2nYxRV(^!)*s`J`HBf z2a_4SvV%(AS{byX54vh>cMMd=3n?cq@)jm+BIjG@wOZzU3-ycIzqZeVogAE7*Lin{ zCH(%;kBQDKlbpv-`F-i|jt z86S2wm`sHEP90=}`Zo^$Bo)-ow97)F9SqdP%2Y47Hn3>$W@EC|-mL0l{sdlv^3)k& z4`O|qw(1v-tm+jzhMYl*WakM>QM#_iNEO;0PITMecvohU_lR86kdfE=hSaJos{Ey! zEXdiD>fihh3Da-&MW`typUOaX4if)r6glx`{9^DV!4cRz9h>Ca(F$u~v^8JWJ&b!@ zH)pifPdVj8DcSAAXhFZsx8u>~=?Qt|D%+ip#_I#M4jk$5v@PrLvWOD!=Vnvi)ny*^W4`|hE}%%zOZjD)EkC>4Aq9% zQDz3>p{}nRQ*5Zn=Cb(=YD%BxwDIllLwf_(^uwTYY(Ma`)uqbChI z$>-H#R98z5RVcq3W%`tq=J%XLB_tMF$t zE^BJ>UfzH8<)PiG3Wq%bIAK9rfkFS^ID(znEFUxbJ6TV=lw<{QE;w5@#mmniLQ*pP zlU`92lb%Zhz6G4Z!)NasyL2a64+xJHH&cq!6t3PU1al1jW9G0iN!qF&HKphZ_yuVN zh`{x{^mp$=7+0cJHUc<1;=FKW20LOKQ0ApjN@y$%6zv0cfoaZ83#Z0oPZw{WU1t|(ElM$XdAW5FlWo--Ws zxsSL6qwfdHsU^Sl4kh05c#3 z`XwZkF~JD!hi`bWuIpd3?5Yio%tbv!YUscMj}hZ1#!ZsX;L1|?O`sx!H>$tNS(n6@ zpZ1UqA7e-CgjvGMrHe?@c96D&u2T;=4xya4e7b0O704PwwsjYh$P&HyE3G%V#`f!X?KkiOxGX@C}%<*mbhPw&5)4H+mu@l;nBp z=cxm{jMXET?W!F?J$B%xiB&2s)&wX6s{oSg@CO^u7b?j9~Lels=xGoWVR z3@o4JhE9@Mm8}9Tx=GPznG6r1679M&83+zSMDI}HGsm9F!MbiJOUvlyJ*0ac@F)7Y zAmatG4UGYEFb34hd>pdUY#KTGnks|5m8y2WN4YcHsb(ZT-E}Q=?wm7NT|_SJa0{A zJEf)Cd^Y_GO1{2FzKFxq%Lhvly;_jcPlDPM_+#PeyXjB?uGkViH#{Z1a^5lvU+NI!PHrm{j(tmLa^Qgy# zl$VToJqY%+#Gd0Pu)moWImaiB#XJ+4V3}X=V`sOE!_I<0LuO2k?(Hn|cQ7iG&;xhv z(i6cJFPKy5CO{bh4Tba=Lu>gyzIZ!FdbSm}id~Dwx_~p+3BzeTHj8%vo1o!-G#uqQ zZxB|8saU3T&=SvNquyhVN;F&;&Sccq)G9lg2^(F z<}`KWMvwdKY}N1mq2tRnqr5NLi zEKx25xK2>bScE1132(oVu05iE0UH(C+AfRQj(7!%<_#frMa};#9xB%zTT9nsE_FFn zD;Q1~AxnIDbg13Wj-9vMvSg2ErqFahSCn+}DaMUaMxyUS?m%C zl=W7+4>8{NoWoiHZxWpP)4G!vw-@%yVQaQ7=l3sdgL^WSN8$kA33Z8VN4wwFeWlwK zoYXx*JEKG=DngA-flX|83oaQbu|eoInCHM{&uLwa;N~6TX3%bQf}eP-Z!nzRXi4VE zw>alTwRA!A***C?Il)TsAB)Y)yF(orj6B~3z_?p#ok^y@k=mQ#Vz3~bsX4E5m%3xJ zZ3f2ME3$_W%f%Zxn&Ff7og^VZ-S%Q65A!C(DY~y8L4(ZK^*}3^gl6=%{xzjQrI5Dk zyAWvdYlV2mq+zQ0;0EG*+ z1f}o@aK0Zu$3r!ZC`oCy^F7_khujX_9B{|sC{cXaDlS=|e@Yn$U1c}QObFagANlw; z1mNF$kXrdkfYQiPd88K`<63xt$gf|gCEfq>40K-RbeDq?nx3A5E&&mjjph>~LRadV zFgI=5vjTSSoc!8*er*jMSqw1{X*zzLc~nQA1Si2|j3L&n!UmHtr3HE08Oj*T&AknJ z#k)Hfhy){3cCtcFW&smk$iK=?DM|X)%opCMa4&jN$BJYy>zWjW2pf4d<|(hB&2EPzku9PF{ObxLY+1_ue&^?gWU&kHt7 z-M8m=wS*9rYQ1t9dm)&}(9^zY&AF7c)GVLaf23*&Ib9ObZQu-T@|WPNM+HH=W6@LV z{QiZKI}hY@paGz9JO3m);T-jmp&AXP95?g1k!QyAx|U~J5N1QV2RjHJHyxUgWBS=Q zp(FM0#ajM6E11pX7z= zX`WF#eql0Udi!+!dZ#1H1uO&?h}A%|jVCwaHvJ|6q(wCg(a1B4UKq9qcP~%#oSYBV zy->E$1ve5px!OK3pZQ(C*|>MU0NcqT#yQXvy9{id(^8Rg=1!(^=S^&zoVJ(HTAkiG zwWJ+JEAW^Co-70qBOf(7-EDWMUp&SJzvJ5~3F`6^SGmiW7YJb}&D6Ljkv!DMWi1y= z<0s0YgexF8dHPW;!#A7b2CgF2ugqG}yY-I-jBlvQ3m@wI@3a{nrC>YZujfpD8A(b} z`@Gh|-3W6dXaG}q0Ao^yJ@rFbqkO#OdLxWd6K3w)9Y*Y|j@ueQ_G$e}wEPGS4R1y4 z%_{|5&(qh1MN9Yv(JClML7EoPoWoOA$ZY%wqHl56r|KaVPX(VO-X`R?I!ic|2REO_ zJ4=~2)0mXt_-C?r zgmT((l&L;SHO6aE*#-ZjOslP#uDcv^ireCs+t1#I1jKVmO_%mWJn($lRs?AtvH$FC zcevun>YYgnzixGh=8CDWlPUW_ewJ7erkSN*oW=tsf-?5zk|vxC)DW+a{`MM<*C z$|5kRjOvU5mDUfy`vL-@yqa1E@DW`#t5p31Ak67o+FrNM(JdRv`N)ZTU?1aqFN$-m zcSe*bpZIHusctW2AN%kTpDQO+qjy`$Oq`=ti;{~$8(QTe1o<~`Yz!sg#lP2#-`sXW z?wx8Ji?vFCANk61Rq^tZTIJi1pYA@ouDki|CDB5N<#Qd8+o>5%S0_z}YgSiBCQ4SX zy-BIcJp`h=-R3a0XZ?gOb@S$NZ zmF=V9{Pel%^~}e;CK0)eFgg6V5A4|M@W@*;mozXYgz*r~rAGW(Z^A(aj2gi-B_Ha4 zbJ?5hT-eyo{q%dtW;+xIqrbxb5~$e+tQwE{sE;s!@~ClF1&u@g&B&1=MNZ{%6!gt)x7hs6SR9792>7`Qg4l>X)0J zP;1uz-#jS2_s+{PhAP!gEKm~!NRw^ni!v)fQc+GoR|w$J-h(V1VB99{1|=bpaWk_e ze2}e|-&-m}AHY+Hi^cMr?+gr{Y9sceK->UWywO0d4Npqi@zfY(PxLr94hs)2P|E>Q z)>nYa-_CCd_nz2VMqVZ%UxT)iQg#FgLhSV-FMFM8w2+)OW^W#%hDU$=ZwnbHNX#TeZ!LEa__b zdphEIrL5()_ts-CP#Xk6n}L4RDebY3pXiBj{_kVHG#37*3tbAN$y?Jk>Vxc(rpCto z?`gt;D#eN9jEIPc)yf-j0O^;^k5Z(di>n5@-KC}@jOI%n5#!V${J)H2$)jF6&j-*J zLv~W*&^m7<`zZ~Li4bBhkJYHH?6GvvaeYKwELQyWp3 zZVXRrR_yw-R`$5=TQ33r07Rj)at%fp;a-`c;o*q^<|g36$-Z++(clUk-UAT54#1TJ zwxbsA69e^v6Kb^c!F=1mrAP!h*!5#)6nTz6_j ztgTtlP{pu7^335tA{xs60()@cjIpc!h59%=!?>g~ccGg{D0)mFii<}J43W8gf4Uh*~ z1{4R7B323~Ok%%CWsvzQNlHQc2&yD`xn=3uq*riw;cTPvE^=hU0PgS0RS}`mJ7{bDh={nhj>PO^@Qqkt-LE~$vD{18ar3L% zt_%d#L8}?}lf7*@@}ZZ`i6S`pW;6~ZuX^g+kN!{hN~_>gQ8@8 z-2|DFlG0Sy%~iXH{epu-(G?iUB>;^x9?^2m0rSG&z2$H_e<{58tjLQ)GFajvIq3ef zkp_*|!QvW$l;wDKUhQx6+qX@D-F;+vut0@W3H0~xn|4~j2DM)Oap0unz^@rQR0(*! zNIKoFLwdY;`tE9LNjVlp(G)T3cBe zi35Od;wT#XqiNgCF^&Sj4UM-qS(KTE@bCLaCMM>pJ|_eKv+?*z?TJA5oYiSrD6EuN zhH)(6-7A>E8r0Su1NA(8F7`Sj!ae zJ2^1WC@(F55>CLt#(v7n8w(0Sd+XVGS~fx`!NQEe0#us;aJxwq6cisGq?hzE$Xfu0KEwB-eATV9v0RJESxSlfWadhTWwV|KKG)2Vmx}|#eXy; zPnxW`Dcuh$$HgF4irtqEgSep9c|mmn&19FoHA7o`GiOqD9tbcM#lS$+wi7Cw@u*t1 zsW_kP1tcK*%PJ(|q6Ac@#bB?wZ#S87n!<&$VM}FErariF6y+{3qUo6MZ+x8B%Te{t zBbV@-G5`j-T4M6lMO{RY+7AzJN<_{~C-}WND!E3EG~pG;M6gd_;>XM^e}+{fSJ;yPj5 z0lNro7U;P^hCd#g0dQnib~YflK37-sL$j5bl+?%h<^VKcSKp_gFppjUYBT_hm_eff z#6I4FS%=Jr7le;A|itR3@By8eSJFiTY&gel$Q^;*p7@O|a!KlQYX#j-b%tq#gtX&G4v&sXzBgGI&Cbrw3d}_lKcItAvN}ph zy)kTlVAOBOC@H-IZRwEmgaitp4Ka67fT}@N6`wdAfX=Zd0FZ-+a?q|&J^vu+3NHlc z4^|LDXqj#BHm@vAOY;S;?e1bbKJ4?X+}wYWiq}Ai1uJhRU)S5BYi1@%ES%=r_o%3h ziJsx%2;dy9w}KLMW({Y@jf9qEfCxGxE-N?_0dvd>T=?XjJvi8SenRdygzsFtM?ujI zn8IrSdlG=V1B;lsem530>a6z{#Rdik;U@oCQ=?gC{`$4IE+ec-Q#oLs0J<{t@87`q z_}BIig(hskiy|jKMCM2V#w@)34S2dhFj2BjdjMQJlp8TWujg@j`ZF#&@4t8c@5>4+ z?{R^`7s|OS`&%HU0=fQYsipdSGfIb&Lt zo=y{Yfjr%#21?ankmva!#_IEZz=GM^5*MgE9~Xd5RpTUvG!)2H2hcm9w6M|Rh3JX? zf8GWijskoT6qOJSP-8mK>|axwlaZEe}$%X3vrKk~`ebIA~0?zg!d-TO5*+dCkzao z%O0RN{P*wQ{PXIHiWqB0zj1N1>n-`%rQ7vSVH^yWI(J! z?Co20pu2(!+h;KNpa*YYn*@YfpD$m)3blZy4jlwuAgl?BRrCxD*TDDG1FmQ#Pr6h> z2bd~Qg+WO#{46g1@$1)PXmV5mgf(FxxD~gd&2eyn7ql-L8ymfP3>E?41_y_ZfnfnO z)XZjT6M(cIpO8?JvgUJdUi*xCB?OM&fY9CC&JZf0;)O{xd(e@4p`@ys1v|r)eCgj+ zZ(Ey4jVHigsECLRN0GphjmXHzu&Dk1{oXLp)Hd85DA0*0DRX<0gz_lPjyICpKgfZB zsaZbVUkZ%nG>^4FT3A^82FX>h@pLcYA6LgGFMRH4ez+wA5DGxYh9@LQf;eTL^8*-1 z^z-VGjGz*50gHYUD8Ssjyz@Xghhq-+=#L*im;o*scd>tXmhur1uU*j&!rg>Xkx@;iBrnSDH5?T3H~_}ERA_8Xah{tUSrf!dKTs4v)n)D)n& zfzRX*bL<8s_mXt-xMSnus7Ib26r?&B@VVF2*f=gF&tX_4ZhkJqci-`n zjfqC+`9SqdwUK0>mr#J78a5;GgzN8pEqjC=6E3Gci_#%f2eF693G~oo+789 z$hT4^$2{#yyXSc$Z?|SGhwiL!V{$?%hesZ^#!Wy3Ef+ zbE+o9+-{7$A}{}Kg=*6?Gc&W{wt!Zim0s@Pbh_}}nIk1jeLJ^o*&>nHEE(6xj@5Oo zI8Xd4zfVTdJ36}4+}ymsHk2mdpkR%|W@vZG#m(!*u8z5#b14N5!{lymtIXl0oUGy= z{(BEg6QA=wH}?^4_0G@qfDgCoPdegNFK+CjVLtclHy>XIO;3TNociMLipNWT!>yIG zZ(nO`Z!fQ{-I=D7_xWqkaeI?>g_d|Z`lXeXzin%I7VQtN#Yr=|*Z=%UuUFvkHPduo zLz<3|fJNIGxn?fytS$Qb`Yvlr)2B{%;uQ+vX9Z6f6uS!6yga>=iHXU@)zzrC%*$nN z=(%LEOd#tGd^0sS_b?!U8m~z0$RI159jxbdUva<%_jGr6zyI*zk}vJiGr0V(QqP{Z zP9u4L#5a~Msk744KjzjeU{{I~C0-*TL2{b-W#+&t;xs0KZ^p*Po*h?Wbr^2iYHMrD z$n9MHl%-~)uP##LSkAmcCEXRz9<3r5+n|oCH|2f!GHrfe%*@UXR*9GW`s<_p(PPJ? zISwB-#WGah8%mnBXAN{(^_la!Oc^F?WyZ=!i|OIRIFZjy`L@Pn?BeTlK`9eoo*&+N z-=Z^DVPUc-qi8p)Xi^G2J$<69!DfnPMil8;>E_0&Lb_3|Zn3L6Ub2}R{@l2)udlMX zSyeXVY3{?2k=FK|e9adElw=W{^3_J^C~5=KTw{;kCx>jn4b z8f8=v5!yvAnPVL}a;+H#JnO5Aq2WT-H}jd-7lIbl3mnWcb8^(()3wc-M;kuc-)bCo zIDdBY+mRzju2enQUxn4(tdBa47@tAH)-=4iG=Te;Ew&%5V+^MTJjS z@%HT`(zAvJW$(M9ZVU42c{jhmHoA4|c+hdBmqSChwR0`P=(u&Yn3*{nlC5rT@#`^Uf2xPfxF2a>jpu4LKFMwy`>?{aVrU9RsgX<*Cy> z)zvbu1SP-ILwd$~!S#xRLpGPzdx?mMh`0L1u9VF`Q#F-6am<5B!iV*RqA+^2ngeWgRg zo;_nPDJkh29_A$VFN}BMdi~!k)%vT%ezmr?8kR21Yy@>H$Tx6aT3s05w{z!Cv$pqd z8dvDjAmHBG0o^foS7@XeDQ)~V`D=lN%@faM=?nu$6M=J$T#2O;$oDe3!Rqk z`%od)a>J*jcQNu^e)sO3+VLJ5R?%mocW17IpS9$R?5?e??fr0XWiI*L`SVw2|9%h2 z5^Fe2hczAd|I!|_+YcCMN8P|B_@otu^t_00D zJ-Izj55x@1NC+mojkRSiCDe{nr2bCp((l>nnfu&~>!L20J46wiK;m;>nd8dizmRa` zh_#CJj)L=dXZn5LCM1-M-z?Iw?8tt8Qa#1QydzmP@kvln^C^~$=3_yeoSc2Xe;=A3 z{i)fa^U*Gz^z5`w?g>-G^#Rh%Y`u8uNGpOs^umP@o_Yi)+JFdUZR_OVOCEzLGm!wx zYJ~58QkHd(SUlJH^V+g6xi~{ks;ek$PFJ%Lv2YYWQ**wkGLlcgW6kBZz(FqE{5?2i%1QH_>jKu@y2~Phg8LEt z8r;7f?d>lmDn{CjcL=sPAC5lmUexAZf@?>{Jhld+b2kdIHeN?C88*P zy@P{~Ejx3Q6Mh<;b)6f!wq@J4ipIvhii(Ou4R0u{dP*YG9C20t6Cd8cm-vTjzYWTc z#rNh{g66Hgjd3z)UoyD~(dX@t2^^%x;%`lLBXi%h+zF|D9~&Fn5G%D4v0d@`Gvz-! z>7^&Ti>bMro2q9~0+;5Rm41(n`J+W9cgq#-#uh(*{CJy%rDcd*OOyVc#L|ZgD6zMH z<@1h>k3Sdp^w`BJ%5e4S)szDKwKVCu=|_81w(Rp~>5o4gdrI78S@xC}-JMm=wa{+s z==jv$&KT{n!io0$EKQ4CLQ9KbyEAMd-W|{f>-EU)k^$&_fN&%ur>icWK-+%v7Mk*5cL_SKi zy|?xLyDuTN*%dwUa-n>mZ6(pzJ=W(ny$90t3J;(nYZzgDY>aamKa0E3U3orz z`qYqVETew+&YhE=pR)KFRXr(hZ9RaMJ}NC0M?Z;ASzI2B{sXWh&Er{@PO)uw@89p? zl+`KNnu_jj)*Cl&$Z8{~5SqmHsduI87504&U^?eA#eScDP$fM*ow7DXEt!^NvdVml zi)$BJ9I(fIm78W}zPnk3dyysi9_zxSUI5Rf^~Ih>+>X}u>n9ykHPW8MO8KR z+oGKo)%lE;K5j!f-{!_UoxI&~(g7D;T+SU7xIHC%e1b>r>eX^YoN|g9XWZoK@^bm7 zPvij9|JI#>nh^QHk0xJf&*A3A?#*wT|28o{ib9fo{q#$2y_A!l8*Aq^-f4MZiw`0E zNcVx_4zsh9@Q;j%$q{LP1~2bzG_h!$(#CYm%>JML*=dYEpapbQV0jLQeo)BD|ESzc zL#&SBoDI9j@&LVndF!_rD?2;B*Fx4$V`A8e28R%4y7}#u*VUk7oQ_EIhNNqUiA@2{ zl)|y$UY?|=r=}Qn6gpe)Vm`OWakNzmYs48pMkS5C(~`2Z*y9=Ex^kJf*zM$el$iSy z++syfPfza!Pft%#_Z5NWe$TS|WNo>YOfR{#9{@W2D!RMRo09qy7O;nwHui^zZQqvr z^zMI6Sy@@X1RW2Y@tE$b`rX&}05|m;DgFxiL7;E+b`CKyRs)aaqX|mUR&yqU>L?%7 zEvcH-1GS+<`5x#WMr_$QI#yNs?#o1l`W7id50H?g`;o6M;=J*hXawpX>=mFYFT%y2 zNysWjBkek6ro5t}G~n7^I=Y8bQ#NyxJ#6A@QxsyWWBlsHSWuk%>Vj6uz4K=+J04DS z6&lwBa}ISC=A}d>N4sf^wSU;gL9V2vlx_ZVH-?+{nVFJl*K^)`ZfyrD|?H5Y3NtJ*L{1rz>J4z29TzaTsbK!=_5x*u1}UeuZZXU!n8H z)b9#_f8Hl_oDWLeSBYwUJ?+5$QyTKlYm~*?Xjl!q3LLjnQC%#5uvOuyWOIT75{?Wg z8SUv*XGBzBAPsPm7bE{o_G8B=16eP8>hatRc=l`$-3et9+L_>8Z8Mhhc3Unz+9i4A z%68PIM@nMLTka393K+{rI-$%FeMLo8HPf)1+~QaM-b05D)zA<2xG%DZtk{im9^ zG^?nKp~_f+<0$2+Q>VBLN|;Am)4Wkn6(fcJL5*fOt{734ZPxtWtofLLS<@Ec<3riX z{CGSjy9ys~t__NBr=h7vgeqfT!LDNHIe<@yGD>24U1zbeF&Nowhelm+4o=_{79hRD322{sgPXpNI1N zva6+VgLFLlx;b4D=WNN3$_6VRE#^@QcVd#06aTE#VgK%W&YduUh3^=8n=W`zD1Ux> z#X54%)U0!PZdlb}vYQ39@iOwiS+69yIwHbcl?>e4jpji93Jd=jVt1tb{84a$;?ccLYIR?iR|eM~mAWMomu`r`o;yfVH)C%h61o zT#LP=EZaZQam_%7vKW8+yJzC}}3+rr|VmX_8R z)aB;L=r4Y5eq>)B?%21hdlgru=8lxBf3S6DWk<(#(smMN)8|P^C)6WRd7tFu>Y8c$Z34q0{;sFy7NWopm2jU(pGlFbdb>4k*@k&3r$GX5e) z-eS6_$=xM^8yP^rA3I&k0PKfwdd7dNE~(~2meT02j~|wnmQ3z;Jbbvt*1;hdt@D

GEdTuZXOcl_3Ek=IYRiRJo^vz-ZF;*B zQxu8MV{OSH)D3w5YbZ~&+B>alj@*YiR1y_guvX;|#=^?3nwpxS<=~B6x^>gO75huZ ze};*Ik9z&B)){x#8xc7)3#C41`;k>=h9a;nXk6 z$E42i&AXdrZEK`{I7V91nWe4yU_wq@i+xz0^cr0b%+-ULJU_pkzkdB9fH+v3lLIIz zBoZ>H-7qZLbK~R4B$`cGQ@?$Nrz`dKFJuM1r%x3FH?R67QDP z*41TRnH%;-)KoMz(Q0UD)WrWvREj?PDq}-4@|$kH4cT~So@Pl-PF9wR2erJ2L4dUJ zRBb_NY3a!9uL8$YK)8HGx{hc)1R@56!C?l678Z)2N5-whv!6M$2X{c!->aiRjY9Kb z?tW|s4?ZEIpo~Gy19h=27Ze!K9kH^u5_h-Um(5wGa+Ot8zp=gfZj0OiIsYJ8jRDet zZ^#IYfzYU^sG!(NMOT(|EsmYzSXwG?XP&hTC_Lp4Hx({RNtIVsNzHr6%2Is}WD9(8 zRPJJG%O|W4-4hWn*bzv8;_C=?HjI2NLr!5%Oqk&=kdj6~V9 z@(&K=+KB1Az0f}!P3owA$X!dL4YcRyMyF;<^fptCZ)$EE`jgUf2l=i6K(pNeM^_3eyyVz+;cOu`kNTPA9$P4q4gIpSQody3{>&u3!Ju z(xPrA=k(8`N3rM#LoKQF3G!h^O#&b$F5<$?#d+N4&octRT?*qfRn9c3(!67U8GtxS zB-oD(1GeeuX-F7AzZAjy9{l*BM*IxrsLZ*?ofuMw9E8z0V?kEBfE6mg*If8^+7uw| zBEs0v*w{PMxcX$^;R4tBlMlSTssEbax^>HDG67v}WVXnC^(@#F{-SMI<|c-3knz$z z^>yy=>gwtc9@49R8??N}>uNke%UwLISDHvJu2CH6L=(N5D&g1jJBhI$ z5Jd{qLcmi&-rEiA1n9o>csDV&M?^+GKc&e%H`G{hTU@qKZ={xp1obcvH^H-M8~h*b z2B^?*y)ahZ0Qds!@(+k>jC~Ig=!|+Bqi?MZ0C3fhccN&XP)+dv8u*7oUo_=32M0M4 zhxcGyL~wVmWzE7}oG2<9Q-nal$B*SrO?*15I_|od&8W6*+otXYQ6Yqvu?h1|=@cT> z5GNwNnv#6a-TfMHW6Q>M&(s?9P;~=o;)K8#G6>!Y=2Mi_VD#He9cz}4)DS=BmzU?P z5gw5aE##nkfB1&qeD?aG@w4fhzvR1|nm+%YajZNyzj+}7sRZ1Z}z*;ZB*)~ zX^TLJ0Z%Qb=6@PoN^HJ?$(SgATwGj4iIaaV@U?dhEsv7pL1ks-&zZK%?uFou%o|E^ zCyBzx5}Zpy8mIYj{9vLgz#8pkVTnvLcGd{poDpVBU9}S_bR2yINrq^KALAuT#qTXm z9RlB=zRIQAnQY*pSUG2kG3J3{BEMP0Ha-K8qTBhQK>0M&t_qN3nZRTUMR#fdJ>0&yV$0lEvWa}tAfk(eSLaIKH9a||B~18%v9 z-czzVQD~8;P>(S`*dL9*GF%V z3M-+x;(^(}|O>SK48Et0$@}|E9x!6^(ekrzJ}9 zT~XMt01UggT*WP={i`i*O0L|*xA`-T1CK9NSF41 z$j+|BKzjy-00I*mXoNbmIt31#pnttkqYS}P zXbUG_u<0d%Jof`B&fxBevHOPgE zQ>TTF|Lp|d0vh$;u6v7FfB_dT+pMoRA|o4nL!71rRY6Ttp;f0`GucN=`~F4+C3x&# zhA}Tghds|-$dF85R4{^E^eRzj@A3AE`e*oERNzQ0kHIJQ>ATP|^*KUhQg6Y6@s2QBl!d zPu0O%RN(Sz6qj&IR0PigK&$TPxiWkl*gmDizxDVaJ-4m|$dQ_mQ;Rj0mMtm!H#SzS zTfY1SI@ZcG+Deofi)M(uNx(~>{@!#1vYoRb-KvYYmZmB%?_Vyrc~}P28)&PD0jIxe z@&Vd;RxHr_Uc?*k3wtBvTqshUdVpK^1o$o$h=^e#&gqq(Kg+7A1%nLNrlRNOLUB?X zS-?<(jRBdboNL{~jY#y)|M>AL*irTRvR%7&5t=O{*QxQcgRZ2vSaVI!3Yo~gd-qJx z!Dty7Ir(pX+XDs^lDq$rqenR%Q5}z=Eu;+UGR&tuLM`%`{coH%OZcxgND>MP3I)p}tNcPQ@V_c>+!Oy9g z&VIqj6pxu$P68R{|38{DO5;(8mjIR=kg5pH zInGi}K_TR|p!vaFMN6nxeqh(YE-QkHJt-WiC|DNdaV9cUe5Y}f*tYfM*}*1QHXyaD zUGUCPO;j|pv^l>+Yhy@$u7MUS5>5wbA0G*|!@nVy-+wED5c_&)eIZ z5Pg$738DE;j!KLK8KaO@#ARve8VpvI7(WjR-g)~&1WUV}b3Iu-^`%97meg5`Hg=#2 z)s@a#?b~}Dv!Hj{ zAEXI&mQa!$SCCf(OX7h%@g86~XH#bQ{+p&*kjMSJZw>!@|t`dUj(&{R4r-V-c zVwp+*m*+;NrbjU-Xefk-lqbUka_V}T24n;d(4VxdtlWZke(V8D6X(sJu3y|SR5D@u zd0|mfQj!l^%#NKqgNW@xbtEE?kiP*4WQzf75n+3QgTsU!Q?ficb#e*XiD6gUHi?$a z=Adp{g~~bi>m8DPS$yN*O19qrk*q3%IqfJabQTN`ExhWb^$dtd=5sa@9-HgV1Ls~l zJxE(5xgYFFAlhuneAi8#=P1W)9= zi%Y(pys&NGWq?Q&O}HrVsp=VK%?W()eV}ec5@gWJ(>lipZT!!l!mM=qdzL$fz& zh>=VgHZXm5ZtrvO>N`n9MgU@dLA)G=YeofgmiO>zOX_iq8pOK69coZ&-@E(18+_^) z;A^gf0n!jIOl>^oXFSyUJt=mSe$(>Aph46YqSBb6XVC87e-!YNR!&aN+cD7BcQ5|K ztR*D`v-?-n$fL-AqKvgHNAeDj%gk37WxFrq006>Na_*>yU2sF@Wl0gai%zx=nk1)s zN-#Rii3&%K+0R=drN;$B5mEGO?2$8pdhBK3;n<)u`^OrRYc#414HbVl{Aj> z5^{efd=NM&V}bMZ%RSqp5EH}P2A;~E%a>2^@1*CZBM}tVnb&DPUm%@cK^hVk6fhGE z5lNd%e*#rNK0wyTa`D?eivyVn*2RUokZ z>I|j}6iQB6@;`lj9O@}*&mk)?un67--Xkn3N6$kTcsufN)D*q&0J^w${Q|IYQ=AM9 z@%bq6Ujaze;(F`C_+>~Y=V)_%Zam67z`ITcnnH(kq1Xmpop4gU1Foo~2zsXC04V%AT_9#0Zn%7{6D!{~=meR&JVKe@?HoynWX$ zx=6+25OGzqOs<9rn7x?sfGLHD2`JyEkYW2PvUe2td_juFL!Igy8952^PUW2zFW87D zcf^B(b`*GQV0zvMR|wJSAo|OKLNf)Ol;XPYxFVf_fk9?&?n}4>zMz%vT3G@BeG7V^ zZ(!gk$|)F{x9HS3vM6S~Nw8pk85tSnq3^-;1wnC<1@s6umcsc`d)#jOXrE}uJ(u;) z;_>i&J<+7WKS`ywJSi+JeE9Go0}G?*p+k~5@5-(&JtQLvI+K4xbYsc)w!2D*TH?p* zFZDh19Y$i$jvabW2Uy&X)k>UNhhx>-_-#T;m_A)sA=zA=kK6G15dNdgi2Y}HbeyEF?ypWO%7GZvYSSfMlbXBM zBQ^hku-FSl;4%{6j9vd1p)7gV512OI-&?jbJtM5D2gd?}B0py& zFglQ;p}F}^O-)Tg5e;M$rzAZDr+C?ymQac@MeOqq$yHTwoZ4wg~51xnh^CkIYbK?o%HIq#hMGE2fJLShH!K|#5z z3<&EQOt=;u**nla|H;b}!Wfp8eFH^|m`eeD9-O!T+l$$f5bz1bAKjPZ+&Kmq&?Lbp z!u#cE2<;`sap-3T8x*}qh+j})zX80!(Rjw$9^v3{)ik?&x!dV5wqW}?yZ-Gb)spTb zYs=A&=k>kFx1NE724P;2lS#yh3yXh%VtE5<{8GK=hBxs-bQ!~L6vj&^G4BCq;@=^E z3DNzmbvHO|o}nI()zgr)DM-W*fd$?Z`42ZO5CSoffpypsAWcDHIBUUxn18sm}ngNR3vYYuFi9|4F4jVkjTS-t0Ownp6n}>LUga%>@p_ufdyrDiGe#$2P z6p?ELvqhMq3_eP}!Pm#<+Y^)(+%n;WVuri|5e75;KcS%*iSzH{t*QD@JGV^rg-(LJ z|J_~eCOxPF*V7uv=aej**Bj)@vAi^suPRP-1WYNZJe5m7s*#K{LUV zaOdZUxymg zm|-BU3pWk1Ent!$Dow9EAgToGpA!@Km-xDQfARm}Ll={8z|Ot_`%6?j^m~+-s9mEO zP|@H~dYF?VNW|a!_wR*%sLVQo0VAw1&?X2YI;xuO($tLs_r2wqNPCBecM$b0MSUka z;x~s9?RAT8Q!q8s!0N>RL}`Y%VW1e)-YynlI&2#19vtzP3A-mWsTNTj17RYA3Ag;~ z*Bu1u40Oh?Yo($>yD_=BK?Ap|mtx{2m_`VWn_0U$?@(Mmc^Rr5VPqj(nsC5DtSv(f zsyk-wiyK>5cCG>&I)!>wQC?1FWo31{J?ki8ILc1L_rSGB0AdxJ>ph!qkix{iq4dFB^#FO0lwchFU8@6Y0NF*@`Jj}b zioOAa$1@UvSLp9|H|Ha|a}AAwNl2!|c!_tKC_7{NYeL?7FD1Txdj*E#c(hbh|GoH3T2zqXo>I?8wRMW( zo|?#|FQDEB&>-#peq&@5yO*z}t^F0-arwwBaq6Mkx{KqT$B~SDINEu#ko54YXozsZ%(!2u>c z1SEnM9;P^f?h*>gnIP;ys2rAMK^UOf%c2eTrpA^6&d>ov0F4t@J?`8| zLEP11=R&eTi`&}Sy+F}_E24*UUi8hp%$J7O?jQ~9^aG8xgVYi#1&BpYngJ$fimXP8 z5>vWHhJISGUa5y32IivxOK#NWM*99$Icmu&Gd-Idn(7*G=`5pdNF8zGt+B$1p}X%O zwda_JrmVqhKyYDTxdnVS5m-kw({=4oY~n4@A&DUrcKtI25o2?+&XFKtxb%zK-r_J` zE3zRtKuMhHEaLrDdXo#24E%T;=$y0+3`w#_npXxw4KAm)5DqAx_w_fA#O04T2osN2 zq?BM>X-aIrMIFF=UIoK;(2YpwMZOqeVIsQ-R#k0>u<@M|7vEL4ez2Ux16CtHGcr!1 zGK#^>am(Q~7S8m;8k9`Iy!aNt<|M65j_Y|=)Ivf+!KXBL!`-CPUFtH;VbxU-|0Eoh z6k2C50bv<`)4%|_BgJ{Y3S+d24|u8#sJeT;aQLXed&A@ zs9haXXpaw0rXbLa!4?we3B<1ah@ZdN-=@!k+}yiS5FWzh zoB}H^iqRohMM~Ef!uhBdGZ^vo4jVB=5Du;Di!ied02uVChg-68J_#O38_%*@fUr|t~0*RqE$>^ux zWVCRo3iiDAbCBOSI5>L${PD(c@CP z@B*?n!Aalq-cL_|YsxY`s<6=Q<%s8Y$WX+ot83%gJ{w>Sk}|jDciCTAv+eh`zX%Fy zOi*AVq%_p5nvB6RzjK=y=_s3j!H!e0u{PGuj~h&_5f45m?!H2YWmLm@)%Z@EA3P1= zOeM~qaF6_Vc#goVx=B1y0e2gM_|yQ{&U2m{qIk%Q8fQIV*9sT$<&RsM+cpFMtf99s zem@1{AUxKlWgy?aL3ali ze}o7vv_o>kXu*FJ6TPFO*$A-~1PD9o5By`wMjjZEiAQG8Oi2u?_Mg$+KpkCsb8#!E z=;WHX*jQx{&T-8+9flu){{HfL8;@gPzN8G)T!9*i$fF<;Iyqq*vUOV+V?^5zu_Cs< zXmalBGRiuH{M}I7Q@UxkZ!bepwi#+T6hDTM#AT{ivVb=g&#@BEi`kakojs-)ac)|& z@;r=1*tIVqa>eF(FerMc*DC&7fCV`o!24zl%G>AZQ)#%q)hB6~&h7$fN{{N6P((6B zm)=fIy>%+KJ_?xn@typHSyqU=BfRqDj;6!=UYL@DNSS^uSLfIZ5JCHTOdM zx1&do5{|v8sVNDBI`va+bOQ!HlkE_{cHid}G`GGZAneLN7dUf0%fuHVtt{nk<`dw~ z@z5#8c;IlgfP*Da4GHrpN>dHsg=t@}4 zA%lW~2+st8Apz|8UHa7sq80$WrYFq(>|{8ko%619Ntiv=NMCS|12EIt;n=S#D!v5N zfwdI^v z2oI3B&TW1v(7*2_2Qa~jc-fE_NR5v+zaL-#djdicBbQRxV@_U#<16A;mpg;SHn~ST z^D>Bs0by`X5f_7lq08)9opI}f2M-8DmW8l^Sy$tN{xD*NV0J&^9#mdxi+hH;uh0L? za$B_e2(RrLR6@RcOEv`Q4&m;}mA}Nna(~FLd&PSRLxm~!#11Wyz(s`Hcs^fw!a!km z=Jp>NHnCuoT)*h(XhH?d$uNxm{yOx}3JLeqWzr zGM@YEzr6s|tfE?=DhJRh?Rv||%sR4@@p$-KH~latI_JHgf9Uc`deVH46ww6UAz%_r z@alm(s30|?;--#dKsW?vaExHD@dU9p$V(=x%w@u|3`}tyj-+^C%zp*8RXhX5XV-tl z*4ddJYD%*9hXgb~U3CZzGSW|(lTX$TeYo2LCUiT=TNBlqury2eP_W~v-Wt(~?&4Em zra$7|d@yv}+gKi?Wn;@I%80J7ZN`HtYAcJAJlx#egph)n0kmp*QMq8fHe;3gWdaaG zd7_`5o1-J7CY&N3$x;CH2)X-;_ArU|;K7tNOIhH}_@8VBPrWkDn#BH208tRKC!_{c zYkJ`S(vkM&mHJ8Cm8|wnltcKagiNDDVaeG+MWyoM%HC#F!aFEtPkiKGosmR@Rn^rg z0yLRGzerj9=qdQU*4M;!wI_Q$(EY5v8QX`2dhyLGK>gr2e4$Ygyt=4UfV;*xo`2X! zLqmh1jhH=l?B4wneKkR+N9#e|tJlW^e6G~3izyL9J-!lpFZ{px8x%YZF;$&`0t`r2 zJf2Xb$?!9xJpb>m&w{tkq@RDB`JK_PU8ul{NFD=ihs!zAXlGn_wi^ssaPAX3etVh ziJ!iH9X_4+cm4UZXCxBwBpK|dOD}b1H~#mvE8711-iT{s2p~&_BM(<{P(w8G>+oXc{VOMj*RExF`I7A|Eyg<@3@lw8WY>5 zQ>WzR%ae5f`K1^cO#2)-IBF>WFMQY8oXE3bN_?_**_KG$-;m=U9>hg3^?!YUko$wE z;JH$RW>9*3<^T1P=Ho*oPbr*35bwXI;o3#e;n&Wd`9JzDQbpx{fB)wCcjC?RmH%}K zS&L)N4P= z(6-K5kRW)YZs=gE-hL@P$0`!}gZJ;)Ibzsp)%d*M-e7q2HLqK|&MhHjHDRK}*{bJ8 z-QeB7ADvg6l0Zxe_XsDZke9_uNl5+E!@2iG!1}6}=VrJV6H{{{MWHiAwEJIY*)4~h zF30SAz`mVzuNU`r-@j>jFaqBfnVb_jS~i|XVf=Z?emq{z>(j;F`Jd|_J@{t&gUYtj zlj=qPILp%3^OQE+(he&f-t*9fom_9v7Rf1}?GBPx1bXgWik1sq34i*6w)f5B`(J~+ zSVU+&*EiR;wH54N8j7nl5Yg7od>|%dy&%NmF*RF1*Uk{P?V&f#-l2<^ZVt#A_DUEo zSd^-AY!9H_JM`e$?Kai?8{QdT%ap{2C*$LNOG~zA8Rp9`O^dEciw<4PQqddVhzvGu zeP|MswEdNM&$_K@0?ELAYtgjyTJw?Z7uB%Fi?KIu6qxN()?tdax9U+e?(8z8auC0q zwSCU8H6yX!eRWMiCN?=Gc9HDa4EqtbipLa>naRi6|Ew`A#N?S>isoq8DxSY&WH@E` z`e8G*`Ol_X#^!!S_~d#=3bJ0`P=d=F>kCs|#gI z(-Ti&knvosFy|!is@YgCOV^t#&SaDdKRdkp7|+0s+5;>59H(Dn4Gyw2j;7Zu94uct@7>;Y+|F-D_mbj&$oS zKPts7A8gXmQv@AbZr-7)lPYrNF2kdJxPh@N(fjvj*~wh`>$NTEL)E*~7m*6#bILn~ z#x2-m#wpCA5696>ZLF%vEc0eG1d2Berl|9YjoV6^Y0x>wHOtY^ znS;=pLvpN zwUyO_!DS!>pS+=;KfUFhZgT1IOWL%3^?g-y!_{~8Wm3%*iN@TuU*WznK^^pj>cWw4 zmR+Kj2NixSly93>(iCVbq{^2QdYnfQkny4IwD?*~>FS{d1)V#~GnEDgNkUEQiuc(C zPWFvU0;@$g2Q1q3i1q$7nBVl>9l$sHrYNE)VOUIEW?&$D!9{)l8M`A51v%owXGF|t zIU7Q`$R>*Em&W)n?7lao3@>kGeEEj{SPxCM#qgNc-l1*c%)%ow)gjs$u6u_RUXxB= ze|C=EtNV<0@%5hpR<-PYCag^%SLA65nBG`YIZVgM91Gi0(0SwOMU}&>4sU*|=Y@mnH&zlK7L3Z;SC?-)T|aX01DBfG z5i5;0Ic_qs<%hc(zR7od9?d*Xg=@vZucY8AntZKZ?MA^Rmex-Cl zisi(Io6C_eDvcD2`m1LJFATXYoMV%%WSxs(-rVBqIA6}09(DIoN93(&g>Umkt-N0M z7mOxt*EU zLGBN?ns137yFUA=z|rJLzL|rz&wGiUtfOa@l8Ytn4*s>GAIfxjZ(SI0lXtyu=V0}b zREfpr3R9kHD`8PQ@v4=*-DO_g`DXizCJxy4 zh>eadezm&dD#h9R_4wCb&zY;GszF-vUK29;Y3r{QMbyU+O-LAxhDwmm4IhbdbAGZ% z_*HL+oYRE-w|RM<g@kl>wl}FE$>78r#VzSPrs!*P)4Dj=Fbjg2MO`fx1MY|jWa>UzaM z>1Mo=_~&&}zhFr}Ev>X-Td9GPokO3mgwt8|sc<1TCGRfp3AGse?K&DS6~pPzS~QS< z9kx$;_hT_4QX$&oAgM@^t2cUEakko^LC~?e;m#UTvCPi@T!{=j-yHq5X^rCmO@T_;;Xvi=5X~{i zl;$&wE<5J>jIRG_v+S>&8BnwG*f^hi_82RkueNEFYUORzZ!ghvmOq|SvT(4^%Jn_j zP0DZJ>C0_$L@~LbtR{_Mk+Hm29Nz|*jyA}@jqI*_9t*y&zaxC zsQH+AqFn5yU)o@;cF&E<^q4ZQNP2H~cyj}FJ3V4;k2)Sq3V5gx9>G!(pzn8J?&nAT z^+`eUGF^?shrPuj9~sznv)FENcin&1z$3X-WdG3UPt^{4d#_700plx~S+@cOUzhQC z)tSba%8gWQi(rzHHS^kiZt)~%{DmQ|2Din8dNxn_UoN+vCJc3i6p`-RD+P7=1&@)t z&))2P_aVu+K7jWY)k??pMe@=^`~0@K*D?3D>cshlU1`e*yX_@rMmrVgNpkKQn8+V) zo?monG0!NWTAL1>i1Jnm-kdCvi>lN5{pCD6@4TZ~^5XupW8___)tgxTY)b0wq@5Cz zQg4Su4h)%@%?%55;nrE2-|n#aa%kddK*;NZ>)q$1I1PVaTw#?H7T=5zlaq~*k+PFH zJD3^GIv4jec9L)RdW__jf`&8N?dnpH(BPPITYDhOJ7bv7N(XCv&}|x5 z^$?GjaWWKO9>2eCbXr}$q!(^UkvRN!3JO?Po>V5^&0SsL;b+FFnH<6gbH#4nx#J+9 zZJ9P(@Srn#V||#vkvwwrp;cG*>Eo<(-jqm0i=su=sbBWKrRkgv6l9C$_p57;M-NRZ zGHq4$A-NW%Y0?Nk&RZOb52dt!L9@DOE?Ir!ntt`?yVEh@0aR}C>$F3Em+Z?*d57L? zDNyyU5zrzVB#)$iA?ZD*{5V@6Muui(!j#$7^0b1QklWdROohwG-rMT1wt3f8kkhI^ zO;9)-Se0*E7sz>vLf`f3=A@b~*Y(Tx>ivU3+xP`TwgiSVRs}t0^Y9T9^$Adz__ig& z@1G`>*G%5iBgOrT&kpOLBW_O9bd`+#8eZ%6^UFCw*>~6ka#5hELH-_wv){Dc?0ei> z9jYFvv?^~FyN!xBJsxF952qcMj24ehZ%=2j8Ox+|sx$iL&z)JpI`=0qQ7O^%@#E6< zzd{q8v05iiZ{1i{qODbYOikWuH=!QmIUA6}C31mg=Uk9dLj4n}Nfs~t?Sqm^b0!Zj z76bK8)ghcmXY*~li!JqkPY=p-xN$E|=25BUk#|iSUsP;u0PHYmc0=+wKvPaE~-l?E^upY;@L*&+XKezYcp?(U1AxV#qULD8SQTn@$C9nw{cgC!@1L}%qk zA}AcR{rgW3n6o)EySq-u*gw<}?YI?x`<_rKy_49wTK$!Ygu@kdL;51LW0pzHvo=h3 zKkaaRbtCrkn^W;yS8hCRoXVbaaIMa@xGI0}p{vxEg5H4BI`>bdH*6laTOVptxls3r zdgU@zDo@FKZp+_iD~T;V*jM++vZsXZz+ZvWH#1T@pBe4@5JWz8ppUiAxWN9_dIm*$ z@PVO<$IXd7D4xxQ|yLcdNH)B=X`BYU!T=C?n<}fLevL|fEMq%i+83ByPj+JM9y+G zY}*y1l-OrEs3@x=OXYZ(Y@#+s#dYoD`NE|}ndV#PXk71pv{L<6(D+qZ;=s`KLQH*> z!o>xD{)<0#*zU!Yy6qnt80a3OWc92&ml;P+*0rOlFfXcC;96bmcxUp{s|xW?*WYoi zM_qljD(SV|!ApOR_kWS~7En=rQTs3;g3^M3w1grh3Q7+tsf3^+Eg>l#14Bzoi2)Kr zh;(-jC@Bcc5K==U%)rn!G~eO(zW?=o>;J9ALXf%lo_k{NefD|w^H>(o2YC?@B9<*Q zHMe+Fw`s+SUJ*LCvQ324x^U*?J!M>7y1HP-=Y%FXUD5u zBl1}7fClgFgF4wCCYp{C559Wr9IzOmd!LShZ_VHuo?`r@i^R10Ar?PFUhViad_5~d z*Ptq?3@LlX)H_(}Y3;l1yDw_rWyR%GKN8YCBXh-QrKnk=zJ8bCko?p(6nGpJ4tw!J z=TOM^72G3H$V6kQ*2jH4*1Y+C%_|ef5~Z|jdmqRO^@FhNd#mwNcJH?$WvtQ|QB*BzMjp>mC{BZX(jE)V3`a(&)$vma*4+guI4GNWH< zez5UZv~E{NffqAg9$cD{tX})<`&FqVkcs4@4BB||C2HYv&m``ZD3ra0>iKLp@!(+R zfl-~Vu=iN0ygBFNn^&*$Q0(jmw^QexE!;r~H&N8@={AmLT(BB8?;P$bgskT23JPSK z&M=x1oNtj99qMUl(?FM#_n1mWTJff2VQiu#hkwlW5aUWyb&l?>T8;+ErJ2*=_3l?# zakpF;u$T<(jQQT5?#KkZ<3F{zji!>U^Q=;2JEOfr4=P=XzW&tBF|zqg43Z&t78R4I zM3pt+*k0ktvi0-INQDLLqJB5W+01Z3U*C9_(0|#4p7)0^MmVN08X+9v+3JK=6QT+NiZngf%ntv?GObbjrGw3xj z$HLCRFMI3!B~-*H+Z%0C9gce~uxo8wpB3lis3Y(Cc7KB@)4CvGBTaWXfWpaT2HIE`t~BwgQw z*MSa$ZLrw2cRA<#!Z=x_aFnw!;>SoB;}AYC{exfss(sG+IW(uVUa_F4RCjgKAp}|U zMYpC#0}f4pOljty6L@i8G?|$CwEKz%B|EEMx^v5Oejy%4u12&U6GXbeX&N~}T8vCnn5y-OExKo)gy7rrf# z@U#s4wCa(^{@>~n5L<#{9}ni1qq~PPS4dFK+H#r~W*!MMtcJYQza5M zICSi>DAX9MjKpCIbe3&C>t2r6#*5YSldt@OKQPBfm>0rC8lEePn-X82G*)? zmgCL_yXT+#1Lbn)@AJw9be7V8V0-ba{p5>+Q$G{@`EG_rEZfuB&HDDn zivf7TZrr?0<(pt#ZWRmkRBkLw<9UF)zs-dM z`c>WYG_&>yoTW{lP9fAe=X{6JUi4O}+<;W{#%w^Et_I|YXGt=1gfH*j-?EGrr;~#b zF&C2-oA~><*6*=+mxQDo+i!5 zjW}nA3b0Fs()`9H_GSPaijWdDJdjgdPCyaarFi6AcdKq&YGpo z>uH;Wmqy3_$c^9T3JKP&17Pi(vF>J2xToB1n!d4l3AL64 zr<+u=`e)mV=h^wj1S6)&-_|{puYS#@V!K!7+z|HeZcsYom}^-x?b#$S>L;dd*Uv!B z#60>%&U;7hoG-A2s5$)ks8Kt|#p$jFtfs+wB4??NuqUsC3~w4H3;K^bkVhZ z`&;cAYylEA`%O@zn&6K&e{K?Ai^|!!<9BFoQbEO{LNe!%4->noC7aCrt5PJV)|q#( z;vExwE1bnP!*`R?|Cf9aMU*Og7Mai1n<5wZBlS%qlak@RvcQDk?vq${%`Oyh`B);J z!t+Db;{XhN-Wk>v^Jbn{2cx7OejZv-F|EAQ>icY>|wQfGmacJsUD6Cy$k z1hiAqUf7HE@aJ!H#MF+2A@Gic-wAscQM{kBx>^C_alEkb*bzuq=6u}*$ApuZLDi7m zZ!9ZeM%5)l*9Y#inD&D^3@$zXE zb1X*YI-6-&zRh7EBrp+{%V-JQQaHr?^24*OqYLTJF8W0GF0L|S{iVEqIPNYFUXW5@ z<03|0z~V%0hA#Y%Un4oLp&qmQkMI+K@GbrMy~76oohaQaq(k^-84b%S>tAr~G1I4L zLR$XZ1e=IXuZwdlHQAj=UAeO-trawqixddC*3XiXRvxFPRk|fcI0x-?qHcYl$NWc@sO?5N>6n`|@W{PLv~CEy3G<4EHmfMCFa>0dZ@+Oaw_W%VtV zbz0K!pQ04kX)-c;%En=R=F)b3B)Hcz6=C{ZgFL16EcU$h9CqBADPJ&AwI2{1v~ly% z)gXh`9dKt7xsbYYQrQcL!Aqlx}4eEd7aGWW$=4~ZQPT8tluf#=~GPd4*r>(?SG!{kn4q+m!$(xg+) z?}>IcGaI;aE1}^Qdh;aF$it9VbLhxcTL4PI7AV8Ucnu4S#*qzgkN$|#t+I}i*H)Z^ z5`}i?;%O&YY?qU5@;TS1Q~BA&(%OH0-H#O~xv>5a=@MRQkeq6f5F75hab2vLfR+rH zqQEnOGv|XYks^Jg*l(jH>c8bq%bhw#ONLLXbcpgp-VAb?WUWssBbMLkAP$&)MhSOv zlc)UaT4v(ds@FL#GJD4#(SEJWMb6B*F7_#UqQ!FJB*SZMY(D4PC^A{Rd^tie0~26k zG3FDuQ-su=#vG>PK7XMHN(9{8)P5v)@my%8sUd?QrC`mwPx*;DIt;6@B3Rzm z89-%~6Us@${y3+K!7`Tq^gMWwVbC4-;y%}}SUKN~)JGM}qrn7A-MdI57QiT7vRMHk z3Y{&ee&jH6P1KYBOx7xLrfW0OE)tnhwrlm5pSGRA(|ba4>E>}PgmTTZVW$^`cN)FY z&8mc4>|)vXx3;>sk1K1Wvs`}WzlL_kd2E|Cd3k8LbDThSYAxd`yxf%E&qjgJ=>ob= zcJT8`V|$T7)tvh`qO{oh(UKa%cRRni_fA04?c!k4p%K(CvP?g8{rfU&cz~@5I%5}` ze@o`ucc(Akpu%0H3o8LKOi-0K5UQqy#vp2)2Y2$FewN| zxOL=gW5#64r;cwNf=l;Z94$=dz zKW_*ei0Hp~GGh_cdv$lCsd^n)KC}zZ5mJc=F;k zF%+kAA^iFcnT3Rq6AtN$W*P*n>B*?@#6f)kF9`IM>ZK)jq^TSZtiOS*u`mgW8m|I`}hn$ixP*vRyyq;1KAhOc(A}_|6AY| zH?V<6Pi@OA^UGIVLU)4rl}S`D&KpG#hZbZ|-=nwo5|Y)Jh3NfX$?u4I8<*IUg^EvB6A7dL8u(xB=y$c2cFwJN=Rg^(@a_xHHipR4xM z-@e5<86+PVPADNYG~Vx`*J3vYL!?+=mF3O`T=-7TAf$a9#=qH3PcnOzeWB_Ug$RO7 zg)tupuV4PVN@VEmBJ6)#K3z!cn%sr4^TmM-bg|F$0{MCtZN!Zn2VR6$)%TQVM5|aC7;*k>KFwb%KM;w1 ztiMvEPPbz$cjnJ--~k?i)!V# zG(CeLs!Jfk+H2KnI$}0DhQh>2(WhMV^)*wM;C=tI4QZH)aEsbS)s{G=t*n?pbj(o| zl4|4MzqkzUI21Y^_Mz6q+Z_8S>^=9Dl*id_u03}eWgE8?3sYOqMpyeEcV6UWe7bG- zx0l)ckv|NJL+nzW$+~2EN=Ls6k^MVSYUQ4-jS*D8-=x2Z@ZwJ#l@r&(a!wS`$W2 z6|mm+=X%-FWZ<++DMmyDJAq7AVq0}?)wKACWGd8LGUrJMS8|+rmfnCX&87+szEWbo z*B8gucs8fSR3#*4PS^wI2o7=*Fi^X1_yaL=(E3MsY*15U#;VP>)PKfrWzNvcpRz_g%S)6RjfjME(&FhagUa-qZ)GK))*&RX| z#`@845_g8LS}aW?|bR6EFIqr*E}gH|s!Dcv1K4keq5_XRUbu?fnwwp9d z828%y%+p_!o$LUcz2^kjD%O8f6W`kjf)ff>YDVa3Qr3)FA9?SnH+D}q?FSfByOCPo ze&eZQ;+@4X@D5q)tlh5oWe7eN7B=c9DovN+t3}h^%Bu-_3eWe8tBQrE(em?nUIYl;HL9tEaevcUd@I>EytZyrSX47M651VH z^;55x*~zbq$#5&BeCvEq4-pFy%AFs8ObJTt>{S0kyp48xAR#>Q;Lm_pV(XndBetQ; zMGZFEF0TP)ZdNw)IBu-AWTs1HYbEdVJoEkHcm&DX;OVi$vE1XYuqOD=MXH8~fPMR8 zfXv=;l}SwOPFtTU*nIqDo|#{}fp=m?hn~?PI}zcQ@Fsp7U>PpX@WU5tSrnaVk|W+1 zJJFuL`Iev%K6IGexd4kHCJhb$dh%~Ty z;4o(YtHRHx!>E*{$#$UimwB~bZm6775A9^0r79v;dbKMy+E4TIq#+zRm7J8w0GqkO zkY)Yiga5O8Gy$jCx>=NJqK^XGh=oFB&%f0svkBdO=Ms2Yv3v5C8&I6pI$=)x2B?JW zTMpj`h$C{dRR(Kq(z9$M$4s-eh^SbW=c!xI3pdMh!+VJ@0Hhx0*i`-|zJRIUg2REG z?~(LPL6_yeK{(a?PEtjl8K3i8A=>3rs)>nFsuy${ww4LDUaZL$KJ6rAbpwC6e~p#0 z{S`Wplw%K^;*b2oHE6T!I#&8>kf~5lo^Snu#O^Z(-XOMs)`ne>_T8MD`{lt=^lC*c z3ZruU?{=S(N*rW#!uXn3?;lUhqq_O|E;(urt=5a(j6FHkSL4|iYoW0CBSUMGHW&C# zgdFij*TQtQlGnzMdnxnn1#~}ZUyZd+%@4elxDz({mrWWAUzQ5R=wExxp<6!?>atb8 zQ&cvJp7GO@Yua9HmoE3d$DU`iZs^G2)`Cp7T>k>Fwj4;dwSt0I=!j04y7{H0$)l^G zPN~rKN|lgMmPD)DM3AG822(5obyMGMEMvoTL<<6TDTO+R8z1+pNqW0%xymf&NEY!0 zVrHKW4ewJR?`B!MVwSSl1HM^rEGI8#voWq7Cz)!9Chtt9AZ4;`%rQ(_4)(TUHYbv4 z|D1<&Jt)&9(La>Q4bx*JS9lC9;>w(9?b$p`du^vAQk3B~_i8N7>|6QHr&8kC{kUt`Mzj`2P zZe;yG21MOO*8y0tA#EgHPS?P0hP8g>Zpw7PghUFd`siXQp6wn%b5{+f83c&}2K zj(62FUbFsPa#h~0n_b`uOMm1=4=+rzSjS`ISq3nd#~<~LB~ISW4XW-lZ#tq4H~+*9 zAOGT++6j>|#R5y~Ay_vh|eiv#Q%r#Oa_HdS|bnFoR5Bm6(w-}V*u=OIF39DqD(G$>3 zb=>!-YCvbELG(eOECd7by@x=`mDzCFC?Zsw?;c!bM7f!Qv}7`#&|a?o-OhghW&~Sq zhUL9APj}af^!?N9c&se!;K!YIGV=Xr2P-Sb=MAj)4HN;M*?micS?l+}=u%nrm$fvx zQ_j7X18BEhszpX8qEa`5d!&NVQ?=wrAA9+v^;6Pd;H26b^Y!D>LiR7+iX0UsZjmyFO$s^ z2Hy3_1lL>FY_pTc#AMIC9VEq+KkAO|zR<^stgB?AJ8#G%kJsx~PU!VRWe1GUBa?#2 z@J{F?{(mqyZtT=gByKh^DHvS_$;$Qncx$lg4yhrQQSifL;%Ht|8DmEzV zUwkvg-ONAp1Mod9m$RFN?lXMNp|=TScGR$1>uM`;cTwx`WItnAO071dL6|{7o+v`JTV}gnF?UMiM1g_1vrd;q~l_x* zJ`!UdYM4a*!V(S~al?L)J^mt3&HIeQ@8c*RT%^-*Fy{v`zP`&S^U8?3FUaEgIuUA+ z=9T;iW#(ldPiXd$_fBAasv4yqJivvvixp^onI))l=nIfm` z+S}Ms3+Wlz2-)ixg}_r++IXdKf-5AUtqhjJyGu(_t=tIrqa#BJ7v_cm4}n+52RXk} zPW^UxY^=j)z@hoqAvTr4UhdDIzT=nfrEa#4tvr}Nc>r zWxRw}uSy|ZES6#?JC3Lk3iV=d zB4nbbJ|2KejUWqdTV&_gCO*kv3_iz|Ni`$NAHX7E&DVKR*-Y8S3`K?aX6t2^{yk}l z=zAulwa%vLwJ4Y-kD-FIILD-^bZsbLeEWOJ*zEhinesHrLvae)>RBGnlQ$)KX78h* zo1-%)w&7*hRk_|xsUaf~L8`3g(`D*(XHKc<8lsfzXjO3$O)%AFVbQX}O@b1{DLs87 zn`zg~Adyh(Q}iFhW(bzxYnCnEI$r0) z%S<$S>pNGaf`}-0U2B#MR!jPK+x1tx_&1}Br!yYw%ngeWW_>fw8$29-GzO8Ks|vyb z*$4M@BZ%AC7C8KWI4b6iiQ+3F>Q#&K*6_c*o(<>D<4B}W(^EZTjDiPh^BIGkM$3Yn z#Nm?<+7!Yr$Ebd=q~tG28J%U7I-QVr1JNEAMXLB1<#0M=(idU-})vi&utMlL1PE4`q->#r*Fa5VC$GM85wM zO^SFa0N?au&m)3}>nE-FpEO6*`?3YHQ#X@&xTi-|ia?h*jd>!^#$7l!ScB(BvRSn< z0WtNogL#Xvh7Ti_;IDgDo2KR(5&VyZLa=o38|IG=qbT2@YCEh9xj5CdgOx^p9KG24 z2&!1W;-lijV@EVe1hM=1CR&vZ0eW!$0i-I67*<>^k9h<w)Qx(p z0v(9@ZyV8J#@%rVyJ2OFy&)T~GNo@6$4msb69EB6Y_~EOgsuK?0Si{Jk7l16s3EIb zlqk%ue?3-UtlD@3TLD8Mo)CpIU&1lbj)TVsndGDpE>zg~1Bj7RvjQLAFZv3`O?Sf- zhF48chhX;p-(FHA5au2pRDZPuTOd^jZwEZ~j&Ees@b)Ib^~%>WSnJ59RCeF4N4Epd zzH-qF4NbvA)HVNdea#5d3r_!J@i@OZyuL~vDt#`)zJ+i%DfbfcR}p#%kJUcEHyV^L`FQu=_K>n+CYGBaAk`N1*g%h+&Vkano-eTrZppT8Tm z%a1zp(-?Gj6RD;|;rqv+qA~XXQgnrBIjY-&9;>x2rEdHxu{8eaQ#f1F=j=cXEIi)b z!YGW~HU5=ZD2o#|w@U6sq;v+a;pFhpUQNKcK@y+%%%%&w#|`XdC4=IcH|1EhZ)Woc zqupaI7Q3d*J=mGmbyx9W3m6LSt-f$$!HHVj!#>o;+FqCeIZ58Jp%AZ}$;fE5i~K{; z6vRM)u5IAhbzpvBsx*brqG6<7tEz9h{#TS+YU&v?b_77GYuia2982PEyYi#BeNfrv zqjJV(%b2lQozUZ(m-w=-H9?UmfG}FPN8@tt6uOfc(HNldp=RywXHtkT5|*KLwQ(Y$ z<88I0(dK@NJ^-vE!LmP1hYUbU4&t&aMW(YpU88PfT1db5AB20Ls>(TIcX2I!?n!7p zx_uZS!FB!o zZ1|p=C2=^JD}Fd+;Qh}6QnqrhTMfyNP%Tzw62a-|r4eIWEz94Ocr7SU`%io%Ax7ft z9#u*LiCbQITfVPfJlV_x{`KiA$EjNZ?&{v|>PC~yT^qv`cWUO3#zc@8kxg{YrZP6Jm z>7A(?Q!A|!E%Pj~+~zRUgwA|U;dgW9_f9cCbvQQy;w~*I^wTUkFZ?R78r!TPP8)wn z1X^1sCgyDvsXeLU&c|#1q>@6O6Cq5bVH`f+^Ik)+sbYk){;IR>J}8_615CfJ?N&+cYRor05xS-k08+Aod71^+#*`%&2BZCF$ zf4uM@k^ii0<>1scYhie&SMWwxt>}8&C)#xh7nX&M&N%g_!|+FU?nq5HGz>_g!3s0> z`tv6k01s-t$G8k62MZ z%Hv^C#Ky#;$!l~sq=BjIrn6#LeG^lN>8sqa>m<$n3#LXzygyy-gHmVuyuDFHMf>>I z-I?9(A*L_>nbK5n)|+2pV&UT(=)KAEp}AQzf@-i`3`Z{ZXc-Aomfuui;@ zmd`AQVo9gjU5Q4@Ca7xen(Si6~w~2X`c|~f|8kwsNZ0vu%0&MIf8{EGS z4}_6tjhV)L8&d_bWwx;%_JuFUed$N7-)A+jpo05dMj|CT;8laNEXh_ z3~Gy#5?3oi5{RXI(FU2)Y=Hw?zAX;=ZoVkOGucwJvf)+G%F%ltUFO&2ZGo}dB5>YJ zT)FP?**S_eq{ShrrQ4f)kBZH98pj>)5%8?i8zm~TC*9}-Zvs8D<+}$?mY%87xi7!o zWs`39ML9T3dy0%pU(oTP`uF>e5O%{|2GyC2)KX&tYY$u(qn7>c9fH3KtTfRXaY-B1 zCEU3)!!4qj7i~lhlOdKGEA!g~g=IpQ4n68+=H?_ldfZXg`Y*po@9@x+PleZJ+;oW3 zL2Yhclla~up)abxCul0X-q&%2z=Xx5p~rR~2R(^v3+1AlN7dY&655 zjaO}5mPD>RwYUN+jbUb$gwtrBkyXUX^}V6dchiNqh-2muQ@!j?3y~N$P2i7{8BDn+ z?Yb?icT0@b-^+2gPg|v!UWMJ3XZMX0bKhZK!r&wY2m)oW1X}6NljHZs;cxjsq>Tcm)g$E`|-N7Mjt?d6Cn)2>B$AWe?3B`RcL}|Y(Yh2N1T4J z6O7fuAU#GvnIT+8YiPx_!W*UZa@nc7qMO_)E#No`meGGFgzE-~vTC1Sd7lwtM15Rp z0(+O1^bkt`Ar)Rk5*BsCyQ{zgYq5+F`v6?T^feE6GdUJ$Q__HAq^}_Ro^5xhC56-* zHvQhsw9htQvFZy1XRM2+Q8%#$22!zUPI>Fxt?pCdIXMRCDIHK>I7Uv4HP}7b9BEmsZn%LB`fE;G zL<&g+ujCo$YtW05)sDTkr}CfQT3}jWkH#c+pDB|&*Kyd8?E#~5cFh^YG#{jRXRf|_-;;w**|RGv??Z=-pll53K{Ug(zLj@;cj`z zk4b_c6vX=Y-j$uFneGjks38DSHIR{_cgrQ6)>MsexG&MMSgi7YumE*cPLoVktOsi= zr}f@HR}MhE+M;1y+|2b)DTV9hIZs!HSDs<5Cnbj3R@@)6-QB(w!X8aJ{nT6fO-YiT z?rHMBmui<4h81)gU|{TTGU663uDjZ#F{fL9vy-tt-E${_%H!>K$BpvLW46g$>o^ui zPWmjOVpWGTJw8ZMP5%L%F!4>?jux#GHuA#pS{3Q95_y}cTfsf|PAYBH z5$W{0>(r?KNlDWp!5RBD4N)CCC^7TE6piJpxl=SIsV{&{PL;98>c4jeujVtKT>5BJ z2-Y~6Px*5fK}A@-s1^j9r8s4|op~Y|(v-~5RUl7A52gqy+!d!_leKWCIh|5RFVh#) zlZB_SZU}gC-pwt0(+4><~rH5#|Kvr za%lb?!%W}(O#G%c-e;p>aEzlaUMW6_bQ&xr`@$NnXpghy{(b*#`)k0yJQMK-0h#Z| zB+R>p_TwOFT|^{WXMEN<&#`rk26|hTeQ#qL5hmCD9`a(kgmgO1c;I@)HII`PEgX4i z>li2t{_+Joe>gud-?>5yf~`=%4thD-i!U?t@^B=nN;3~bT+m{ILXL~@q2$JJ7rl_{gqK0 z`jz8@2I--pH1c&TdhD|A+!(QI(EZ)!ANI{x8-W=*SZ_qQ7{;xo+lu3VzI~7YnxZ8R z{RBcZQLW7+93#6b2*@h)0GeEy+{5=@4BaV}D?ks|T?O9Z@uhc|R{?x_qmCp~ESiES z5CiY-6feqxfo-B616d*u*N}DnNZ(?1fVW@QjI7D#5k@wQMU^4B_!xrO!MuIll_8q@ za7~4#lM6NBz;5T~!u0@0ARbNvz2zFA`6qEeN^D_X0WU=Yccqhh$8Iz`;~umz@u(I- z<`E>NnI`l3cqh{totrJNAcR`Syqg^H=}tims51mRwU7pc)uD$84|!1r1f{0yPItY2 z`sPazq@&2!>#{fKQD%ys z{c;ly{XcKp)Bl$!Imy-4{!wz4bx@f3Odmbm4>ll`FtMOSEhX4Yc^R^w zvW5)QZ)>I4Jq-o%(&k%1qG>)qGifgr4-mijuD|)oU*?@t>F&~GpACIUfJjC}sz^dH z*tirQttiw%Te=K45GqJl|K6&eCWDPwoON7_tDd+SjIZYTm>%9-g3)9p!V6*$Li}tXmAIqKBFRdaphn$@c=$9?ePPv-qEQb7F}!q`^rs}F zL4*VG+lK7TU}xK%*#xSOsmoj!;m!IJ*DwHHHi(R{yR2NY+rh&SRqDk21%fH^QG1C|ryR)lOQJ44bVx4eF?Du`cg z)PF5lP6+DSn%F`%ZZ=(04}Uuv^lv*8jXUrr+lym^*UbV8SoZ#}^P1y_VYl@fB`#s) zaWe?o>&9kHrA|Kgq|-598i&KVzvD4=@=z%fp^=*AR~-jr)5vsfQKFx*oD9^$ULr9H zv-Qu*B-3N6>ZR`pJQdytKDz-Wup7p5<^wNdZ2t(C!k0>XoemPhtv z$)&&DdqaawO9c4Sth&Jml%rp6I-9OpfoOGnq*=z9vw0g>L^K0-R5KposT3fqsXMGg z@zZ-ABv9P>Mna;Sn$cDavL~{!5X;!dnQPP$O`33UGd^htg8H- zxHYsrT|l=r4c&I7um|-n_pzaWe#$a^1uf}i0~c$_uACXK;diut`dV|f$&_9MJ2OF!xa>Ot%v8@QXdfe}rt4+_@ zK@dbE7&r9~{gD&UTl{RNR-GLyB1IU8LguY2W8_Fbb%&&9l%W$ro$%>-gV6BuKCtWJ zRjntnpv)VHRr$ZOFKjxPSo`8Nd^hh0R$Xhln1GhrM%}Bnro`zU8_4CVUMVmL{lRNW zG%diJMo?_La$f(cWY0~@R2e?;rp|U=bE=EnDRYY1JhyzC>tk|-Ww3J#VVqPix`xo1 zjrE}CtT~RnukVM;lsBxUIZnwD#EV6wY?+nSP+@=M?`y5ZNe0W_BDckHCaErn`B723 zQ79=+bong`sH|SRhTuV@FDe460KIC<#vWp2cz+$N_uN4>#N_6k2uOH$Cc&i_^_R;K ziIZDJrEbu)2^BEEC|3~sAc(ZYuVqy(TK}dc2U}u19bn0rtu{_crI%mZEYvs31)Vfe z?2WpbahVW{@D8m%d48h{xDcqb04C4K`90rji-rhN4v)ZRDkMHdK0T=*h5Ag84)2|O zuUyu)mj$q&P#z1Rc7`M z^Wp80g7_on(mxSsH^8&EbA9i=N&arN9&e!ZN5aCQMLtwKgyHZX9lpD>J!D4bZsZlP z%j~zDmK9~dmKZf{o~{i?oKMk|&4+8IevoJMyFBjVI6cVp?QFJ|>B>AYNjCF;-2d&g zTdq-hVDHiKHY>=k0P=#6^k+LcWT zg%EQXb+K820%B_(R0MTAMC1~=CSOoMD|ttuez{TzO16DGt? zG`;ETq6EC7a5tL|kN?5y(uPFYI4;6l!sN7eCG@|oi7YtEbN?X86v;uKmAn!1D`chx zvNfW&5g)A|*`&X-qbB&)#+Up$vi~n#C?Tn8Hh@wJX)ak)Zij?5H+PVGlyM!6=-DxN z*I7OXTqHBT$W&+nr)%Fsz^U`Ild(JCzUg#k;fM1w8p6z2@9dPhH0PiK_o~j~Ve%8tBiH zCx954Foe{%)k$eCK{e=QkwwPsIP7Kdp*NRgh@j*zYSBAuoP|5w-^Vs}z$VMRsN6lS&)ri+!dUvDc zo%`l>K>M83EVpM;7tVq43~GAYM0NMDMUr@G-8D#*T8f4v_@(_+>r8de) zAnj%+f0l-IYS6eXsWkODYA`$4EYMRt!Pfuh!la|*2W9NBy5P#P$h!5>i`Kb;P&N0D z5)e|9i=$N5FK*5aML*lwbeOuk`?RkDIk_EQp?9(LI>UA*ohc-78`NG(y;;vmQmHX- zUm9Hh6le+#Ml4Zb9c@TH1K!ca?b-E%9tR28ateE4Dzshy9Meu&pd4GQ7^fu-(d2#PeHjF_Y1}L*`1vz9AWt!0djP`t zO|ojg2W(>~|ITx<-u%tus<@bIsk(ao z;?QyvqxLk~F>%=HC&-5a=;wmp_=8Q%8`q2kPK%Gxf0#=K1&=L6!K4{14kB z<=f1;*tf}#RX`Kx$^x(6Z~T2GVW>bu70?xzBbi{4jM~^6w%hqBP#S60Nc`&#pljk} zk72<;$t*%TH3S_Zx-^Qvr$Dfjk3T4&j9ssmTgUoxKLzoV9O$_Dh!Z%O0?ns{_e67X z(iYOH(F{NLR<_mSZ+nCN?d@wn%_9f_hT#SQ<=>O38UcSV+_JM&==jQC^2049e0R?+ z4+TJeMZ+uso~n@PijHPDf`1slC3O?9_RL|k&$OcE7zI)NKAdfw?Emx8Pc(qn>Ne19 z$|d4fJ%*G0()QNP@LK<_`u_L--t2!qajor_0)FG?u(mWy_B(v$$zwd=>bm>_wc6mB z^K<5>-Zm%6?`6c3?yB7cZ2%lxOa`QvTwJz(-#9mDXYOBqT=CQY@N9;^`g@dw z&#CL1zx;2;A6#;QUACHlKn*WVc=^*Dd2+HmG9AqL%PWYpsJ8#-e*d*Zk@hzGo{GwC z8Uliw^z=t*wEx`}eC{;#F`)zTuRu`YEOM!xK>*C^qMugOe^-Iq_WT4aii1E0zV$OF zf!cEozE(O;o;X0onh8XEUN^YiN$D9ef*KL97ndFKzc2pL3kktbEke0MJ3b{QhI1-~ ztKEB=mf%;y!DEIa?HM~(*r_@H*!=(fHQ=M4=KcTcraT>&bLfA+J`w!yocZr5ABq2G z#Qx{cp*-N2=KnnY{cRpXV3C*rkE06EcKHa0$6Cfol3bi^2A*l@hRlaCn#u#wl)-8{ zy-RhXO92)@b&3lp1KMQuu8WsiBmb6{7XX!S7a%|Pd*<414rD72!R7IQH#-Yxp-F%` ziETi5IC=)e0l|xg0N&Nxyu74J;S|59XAv^&IS z{q*on|B6H}m5r+gq{xAenmkZm2Q`)#BWJHnOk$0k5%j98uEcKc?t?%U%h^)(VxdG#0Q%d0Vqhix#Z+H0AX}z113Ehh%>%E@L9=8 zdSLbYa!T9;%#fV3t_9@95T^`U{P5Tm^AlQ;(kr>=}^#{G=Pq~69|`HiaVtFEGOrelmwoe{;tJHoSCDzYmFUZaE^kdiAQr+1~JT zL&H_e-p?7h(k3b(gVDy~+#C$V+};3n6p8if;c_4~Pw=Tsi%&p636QG-ej4P}GcUl@ zDrnMp6FTF=3#27KP|F??0BZWq37ZVZiOr#>!kvJ<6tI9(^nH7HLi*T!}rP-Zu}VCMGJ(%#;V3;{{GefWXLpv^W_C^z7*pI!Jne z(!~oy!<1v7v>=E+*~jGpvq#mVA5Wme5pZbU;SUsBiwW|9S|xwZ7r-0+l_(SFD!r&f z0=`^&f*QcM57Ts3;(XC!>a+B9HO+nCx^K)#)8O^5Wk5RPRp1GFRuCO0du+Qu)_VSu z@6OTc7r>Q#kHCJW*+-%El2(^c2P~t+bzR0Myv8knjoz3Z$gu*Q%uKg4Fq#G6g=&EA zL!%=Q$F2o^2v|w)Tz~2-LRZi%qRQ^`qj5RKVf8%8Z=ZTQQ=GQ2uy6~Q01Gg864wFE zbi2Np|B_xI^L-#Y|4qu1AKc)Epp0Ohv@pgq1N>nB0bqo4QX%NGIy!`gQ%hqnsIzti!X z0lmJUr}rC(fjws>BO`ks2edgkFMSCxc_WT2;4*#z0ipIKX3@c3T-|IyG!Up-oOCEF zLEk-Ef10iV8;1=8+g1ZHGcXxLu3GVI^ z+})kv?h-t>yZbE8d#0x5tD2hc#|%|eu?zNQtzP|f-~C8mTmWKowNQzb8$kDdZ)@W= z0`3&>y8H7U#HmtMdf>NsDJdyHi~Im%-=Xz=An4J%0U`T5ZTi9L3;^atGP5ZHKCmD09W0N@=|lnC7#RPdb`W&|uoPLXdnLffbZc>g}IL2qj-k1klM$*Uc>0N|(>`R2Qu zx~~9;il0k0?@VxJX2nai@!=zYWfuyNZ8m|tQ1*|h4*ogPaa+wLQ5?PH?mvm^bHAb1 z;q@No!vI(SfvS!>DG=N+T;8qn0UYf5Y@GmzMPERF-`xj@lYSUFZeXff_9Cl33NEWx z{W!Kj-~!q|nF z=KY+o!;ZUy87RO(#ejY+??mTKfT@D$nZ9jllD=S5*WZKMKv@u*BOiXeB#Kiu3Cm+7YKH>Gz z0-`M63k%?ja>~j9o0|qBud$s|=Ib3iK!7k_oUb*VXc>azNS7Y2@I>G`W&j$B0}aH^ z1_0YtyImM4sjB7zFtgZ7`+}AhY`|oM??eM&$jrG90 zotyQyS2h47re_}te4q~zczaAV;C1f`1{mfwR#~i;iKOWwc0mfT2?+`8yUB*pF){i> z>p3|@@9o|%*6%^*P9ee z|E%|U@wfqK^`*Y1tkDL49G9oJRWsaG&D+pyQl#EpbRi|lmS+@B7m~sE#z)i zZ*!}bkd;+MBw*qt<&6zP%%w7AJ^+C$^SC=L-yP2=^?BIAxB={6 ze0*%h3edJ%90B!lHNf{O4`@Lt?}weF#JgvpXOQy~AYzJvv0Du2PIWLj0K=s^l1Qrv z(8Ma1|06=?5UgsO7G`IQc)cHs6lHmoX|-FF#xi*{-%~7rbs*bBk3}hbXt7!4Oo)xm zDUb#B9|NiX4cOu^=ms>HR|cYqvWZCn=i`1ZFLqcC-2rh`;Y?`(3`!w_nHZ-0^?;b=vV{qbw)) z3-GB~fGS=FWStE~3mk;AwyVg)rTWt0(NQHp9a;eD?OozHcS?3}{!EgpdD8|&#=9K} zeIb4U#?o|+1gfXf5xQ2XoxQzMAmspO?vo&Cf6x92j<1A5z?B31PSJX)P96&jIEGay zb2v<0316c4uK5%?s6>b^OMo^!fZ&%~TwFW^lAS7mmuiCj0PegOjmd8*_doXnczq&U z@q7gy%G`+~kkG_d|6^a)S;pHP2sWFQqH*>u_=LE)+;=OyTZ4*<>X74RC~U?ngWW#o z-K7BmLO4PEaEM4LL5XHt+4jHcBIwg-#{ZPW|GgUOKZWpniA4wlOcMWF-T_6PxZl5( z^grd-f35!hQ>g!!vds?ZU87!{0cL<*0sv!(fNgvD-X3IiXa4zM@R(Cq@P9roI0MjR zEoZ+Qu8#FyRcHaeZUzMYKtzJfNtS==Pd#8^ z;=Ks9Ly`l&?iPT0>0K&W8@@;0A3wlxUH<65i|45tW69BUj@nb8e-+ziS?#zWpthsa z(!v0y;ue4exY}xXzm{zIf9Fcf@@D7fH-RuR03>Z7;L10810GXUQqm2;?P7rU0hKu+ zJ^jQ$JS_0<1-Je!M_HKYnzvE%^7FHSKD5AddB@#Vw4S!Ktg~4!`2$m?8^9n2ft*g3 z<|_04d1tPm;L5w%vtup*nQQxSmA?E(*IX(8JfTUT^YcIN-^R7? zMSicp>=v|L!G0~S4uoU<1k7vz1U&ZV^BzX`OQS4B%6IRB;sbno$CcgY1Tr5cU4_Sc5=! zJZ`w4Uj&Jp$IF({DH#DjD)7KSX}(%fkTWv3gmdo?4YD{LqWHrZ&icZ{j)Q&d1D{`+N_(@I>pfaDQ z!e3Vz>a}FAY~-^z5EH3;W}V`3kpe--cxH-i2nSHN;2;U!M`-G`X9VR|%fs6dtAxms zRaONAz#abS+X)1wiRt>*Hv-QyEFI;9H{10>5{`p*R|Ro!lG*5Je&}`#0sdk@I)bZw z5RgZbPYs8i{_w#(^oz(BC&5qOqmiJCN%GjH9Urd@^l`J+N1tig4LR=8v=)XqJS*E5 zfT(QyL_?KI6Wm<;(XThDaq9No1O<)*qOz2aeWY?&?&D zG?hQ6+K_%Z-cX0Df)tDwgt-cNd})I>Woj-F%ug+^h!x{qotwH?s*by^5PEWRqAtl& zTg3%8B=D#&*sdlp>xW`YlbfFd&S)UJcqc!>@yS+ryFsUf!22zQ_a|wp|DqUMni5-ru}^yD$iT4DFz!%sVP2zPp-NlqvdeaV>X z+L!CC$RB|cP46##&~JV=y{;~TP@&6TzE7Re7vDimQXZia3tzX3yxbkv>fiPl->Qi| zpA|TPMlThl&@G%P530u z4YY%zNAjgkl!wdiEQ-sEY#wwLUh&-7^yv38wGjNQgV9_%ZsSekIE2u_?Y6!%?6Z|~E;xke!r@E} zg;P|+Ze}mR`b9s6eWueCxc&ZPefAW=krVvy<3{AV6D}~Nh{X{=>Gg?9kxWk3dmB;mvpN0@Ut5mIr?L&IbyF zZUJ7tQitox^~Q~CY8?7_8))cnZ1|ghJIcy%c+CptYw!clQcHCzm@SqDV~;Ts>|T?6 z+iQhekH|YxCxpFaXAti7!Qq=ti%P?nl#oDcq%Ww}tDc0Ibg{S!i=1=pQ9ERI1YY%f_^`;)p?30#UsO)lfZli1I2XT&v(8&9=>}Dh2_bIg zuYl8#jMS6VgZB7^DY?hFIyl!yNBRSskp{PU<}Jz&IdQxGyFaH|AG`8h$DaqbzC{R= z{gk0iWYb;?-yK$%dShay)W*0LT=s=O%fgsCkra#5@LBfNVgbqGV@vg);x4Ul_({?G zZ`uTgdvPy3*l>dyu6Vs^2AI#Y9teqZ2bPdQpEFv2x3?QaR#_YV?vYMXZ`n5(@k08$ zcg6SK!TBTnvmY>6&x3N;^FDL-e$1T<#hxwnnAIavj>VgbdaZYT9Vll$cYKho-+qH3 zrp5wWK!{b}gW+M;Z$nuc9^CBLsBTzRdZFL$Pf3W@6)NFn@WKu`e;}8UDd}^0`O2;FC*ED9B^#$W| z^%@+_yT12gN)j}^oKI8LM7@hJf)H0kV(zV>jeFY0oM(O)I`P4+}6EZuE?U(*l_Lqk~ zJfckE>-L{O#;c><&_PH>B~$d+YAz_h`YjhlU2TZ262yQwkz&@(Zfixdy4JCXN%^SC z-~0p3-QRyHmR4V18E~;7sG2o!{)`Po zl)Ek{A>AKp+60}?mFHO+|%s=V}5KO7Mu9uIdKgJy7tkgvh$BjTOZM?zE z%$*O7dyjh>J8ygi`2A{4sVJO;nalQ-5a&_!IE?a`)%M@FCOR@Zu@OxoiJqFvL2Vpo z*gAyeZZBAn^lj;Dml?9E4P*>=NE&ccZz$!dGxl)!mRy|UC*cpMhC|h8GF^CuG~(P& z2_dxx=3DYmeravcPpFzjBXs;5dJz1Zn&iGS?(Jvkq+hHNU3pjG_>Zu1<>0e!(jp&R zcNaJV-%?IPs2Qk63U8;;Qpr2Py8bj9gWB#r;C&Ff|GFl9{vsf2u~2TBQfmIg!!UlB1t>}b) zRze#7JNLS7{|(^l7TlT%*YfbZv;?+_T_O>{9U6uqRWr6{DRcfXv4X-1+oe+e8p%XkynJ9|t- z>SAfA7sXf&s-*I8JXFI6CG?@y9bk{*v@;hoqelk*5H%ItKENzaGy95sc<~iYodut( zHz7a7cZBgm^M3E*GjBUBE2OfUi|t6pYZ&PMxYUHjf)>BS#mRzN_*=V`1x!V=|6{L! zLSV(`&N(f@>aDBJ7Q7fZ0|xu5Tq;&nkR>0Y%$?fU`FM@4x72%hZf6MY#rogU9vFl# z2p-u9;!QCJDvQ)YkG!Q5^Fl2W<7+c(B7P)aNN;B>%U^QjiQcmozC=f?d&)N|?A_G~ zG{3_Y?4{1hpiABfh04YczhtZLLpOwDNLK+ezEbW-ZC@*y!J94oCGVtnakmhA` z&Aosp@!W9uQGfvPSEseGT8B5Hj+W1Y(8(hoZh^Pu(s$_#bKLaK3TNbeNYTMh{RT-tVwCcw+EN%nad3W!d+*Bc(=ex*JL4=6poijnXZ;bq=o6U%*Rn_Xl$6hJIAUOKzJ(l$Sq#5_H-(DVo;7-zt}V;Az1>FLYzvV)3l;th6s64< zA;J;XHxa)3=9n6<&|v%7akvH&|HB^Mc6^VU2MetBk7;Sm>NM80JOO&-_Ge0v$4O}S z(oiOrrtfF$ql*iM5)au;D|rS{hYKp5*5l`OgUCl$!*1Ima{S5(5gk>SuE2uA#de+W z03SmU_ff0PGxHj|&C~t8^H7v-9dpf7B-ckCBW2P~HK&^8IoT%5rI2$jO^QdEyfVqX z%B~$5@by+H!#iGNbzdNU2~aM}J=O~u()7~NGF4_bHWa!&(XEJvGKH+rKAn3RlZ6z# z1dn~T=HR%!O1ug%!u|M5!7ys)$JD;FhgNGHdMA%PYLXp&85DwW4ys{y-JW9SzQ?N# zF5@Q~}wz$&k@Q|EMKYmxS@!j>@M0k1@RT{V!hAbA)H zt3S%Y*LoX(zb@UD5 zI$t2OnKd?Pr#c)AE6u|k`MoGA*_6OggR?t9X6egovx=vIPQ{mmZz=Z0)iIa7j$nLG zxb=UVv&U&Pj{}d~taw_=4Ja=p!1WtAnpYI1piWgHq_^Vt(FiM3^N|9g2;D zy1p$-Esi)=J2d8JYhfBzWPr=5%*FaL!f6sP_OEPl$)j-vhM|>*xFBtPD_H<`*ys?6 zWTSL?>m5%-D()KPqfL88{}J-8@xp26yWQ#j{YTg7#aAU&#!DbH$gb^}gVfX^i}SSc z)j6>6>k+ymM0Qv$WN zJmvwq?;(PD>AVX!_%5W4l&;nT8G$OG^yY$mXTKkIcMkZoi{Mr6mb|1Ki0m9MbZl#D z6yq^kl9fC&i+OG#7cv82e{|P_QayqZiVDi6!2Oop9XKIb44*XK5@#Ro>9aOQ>u7<> z%n3lr`I#Csq(qy zxGZ1VRQ7}e#XYyC-*`v1LiWQWcEEK#UX|N9u=Mw%eC{_${~X^vX4&U2(!?+$&90so zu$YcZ{@7$$Guh8j?$cF#FH)C@C!M;>Ci0o`iCX^Gj+T4TvJs`?ghfGt=%ALTxXdlX`t&;o` z$dZTG(rQ36muIT@*j>m{ByHv^e@qtLe5Mt)Z}{w58SKcy7Q=9e>S5!PdR&p?G~qk| ze(Dt`bzjRPKNsxkFH_uo(M}t+rSea)9Q>{bS}%KU#cOx_Ci{#1%^hp+^#>pPACT9E zB39Cu5}_La6ENqhq(xM~eEyMQ9 z;iO*keIh#X6qQS-@83FF$jZ4kK;z-X5_e$BM(@}t#qJNc%lmmiYgJPT)_ouRW`XTY z$jBbx@=DwIgg9YaOpAbd@bieew%L}r#sbALeQ3nCK$gVoZE&8Bu4s2v{Kl$zzb8SF zC@ouaUGBL(58irh%7G@ooVq^obVb#DT7qu2BOizF?_&wc^J!)`xjQ)sLw7k)*44I5 zN4rZ|84BdVg8$3l2|=OoB)g|V9F&fINt#8+H!vkKmM7zl3RL%EK{r<^&(csH*B4-V z4m(Vunb@N)m8=Yc&n|;$*tp!^GTkUvtd~U!K3-oXZq!#V< zm25PePwA1B-Zy7UZEPGZXH83Vo7+(i;QQOxGS|WQ)7J zA(J0itM?T{55mitY=@IUJOi`q7?I*EwA#DUJh68`8Yi-J1#_kOVA&^zN%=&Wr)bH77f!=ySAZGxG+eIfe`c6X0GX|*Uj9$&{R8{ zV+&t;M>#nn1)6^q1E=X>k#>`pK*%NB?hj|_Rm|B-dVh^YiQ@=Z6{6jDtgGshjwo(P z%#$X!=)IY+MqYV^bY)PN*a-2t23vxpp{oOrw9%c^p?v=Xw`_%0xzPg%d5&#NwveHY z&&Q|SXW_~CeR_fXBgAUgnc$1*6+81)TH;BFl(zJKo71qY0%B_$a)7%Z{hbRL(({kt zA3H$^-7X``n`{sP_DNp|zUB4Nmc>O?4`@@A__R|)VAzU%ysqgV(kim?brh92qu{_Z z7H6Rl?o}*M%#9nYqMp#}R1vGXj|2rk&$w2ed5jIVtM|q<#mxT9NW;B!WF*Url?y2%Hl3 zeL zV=a^aIT6|*$R*nl2ibhg2ZRTqT(+(uTB>IXLiacWLRuqx1i=UlbBv8uzTCx)Ju3m^ zF(@Q>@Q9{t&>^Z&+)~i2zNvpTLg-K1BQ6ZRQOxGc2M}59NBw3S9Om`X+y+6+%kox# z2E)3~T;`;7jlyZlI^|Qi%d#`5%#&|h+8`=ZZ^2ejAZT)=sV%SXWRe`gC+ji)3oF;759Zc| z3{MG~w5{O6GS-qS2X}HB9E#?I{(~!_ag*yZq9)ct?m@pn$E|q1@LQjZKERWo@4A4T z=ybSO8WG!Ng0ww1__?P{z(&@^pA~Tquw-xhj+$Xe)Iyrqezzf)>vTV`Fl*uUF|%nj z1UW0`GO)!lu;_z>?hp!*U;7k{ij(BUf{)_>?fNn>9eAI61-hSi0$;^b9GYnmyxaFh zEEzL5*8Lfy6ejvMNRhbUP(KMLMvZ0~i+_@_CNmyjDUriP#gG`LtBF}!tvXx9`a4y< zILEue8X`sWhDjE_>I>PHAqbW;T(mIBpp*+Tkd{LJ&8@VCfve3{)dRc3hb2UBmKyMcqqpDO5hSrlxX;!JdK|YVL4gr{ z1>0mUPaN*D`Ljc=xFV4!g>9Zd!UJ#8=NTe=i+WI2dHb#K+v&(Nq6E-nGjDP+`Rf+- zNWQqu(Cg=z9~mj~V|!P}zJ*+Odt0|vZkHH%BFn{Nvb=YPTR%ebbBsNi!$6R?J`L;v z?%9|(ETDelyXJZ~h@AzC{hJe9(72n_Z>0*t#+CR@2ju!oyF>+r;&&0nXDL7acO^PP zsZ`L=N~S?8m^!0LUqHu&mHKg=-*MX#Bz0^Zt*)MZVJjJzAN(s#`yO4oFq6Br9j%gw zJcn4^{cE@*ZvfHRS5vRPTTY)uktU@AMcbXgn|xa^v&dk>jbgjC)41`WB{~rNxZ3DL zusi0ElhfEeykCtA#GuusKzYKZ-aLq(-;k*u-G(B+U?17MBy+*V@$x|0H)LtrS4P+6 z*hsqceln4^_Z1Cq&!wM=CYn0zZaTW~gHMULekx7FY%PPz=JkfKjcxn#rDkE>$f)}b z`j&1usn0S9blUC}%}T9kUi4t^$tUTFV=@lAVUe0SB<~K|Piz~Vl7~9Lh!0!lA%rgQ zv?H+ghWPYC&Saec15y?-exLBcF87yHtv+ixTd>Auy8f zmpX3`gPSM42HeZp^qNl;$IoHLxQSo?^!@dTp7U5lK_$3X%_^zB?A9ISR>xpyIMS=B9Hh!jqUjkQ_z#nv%hck=B$*+C8Bp>y#74NLCgBBa#*znF zLH=33StV&$MK}pfQfc5_h50?~?hFaMJxk|pC-@*(zV*<7Djl=7AA|L%E%;!NF!Am# zU24lxwOU3oEc!CRoy(Ocv3!uy7;cgr|>Tz)D&z}apWKe5whWvYfc?(1@Vaf)Gf++5I2s)r;+rdbUV+; zUK}Fot>z{uc3ky|7cly(IgXeJQ$xev=mx~W66d}dg>a$TK1GHGx#+viublZlMA#?W z<1#Po9#%Nv%e~d0ye5R4mc`GmVHV&s{=AVo`l0jvArPsAv%#t#+96JJ=W*V4p5}ny z@@5PFvE}Ma{1zl!5>c5m4X$*WQ7FO3QZLznkeS}v_@wCHXD!F9SkJ;Wb-W6-`z30b=#Ew-}bcdtaa^%1!!G3~fvfCsvmE9{Mj zs;{idsGNRQ6`FM%#X1M-6Y`0bgPX;8l=F;lfz#cRvSakJn&Ux6yx7BCK{Tbaj@Nzh2>Fnz4?UsNDMAJ*?4Qg4B>D)mt*T%RMUzq z*x;%?bXKt;ut9#@`~8%>S+bY z6K3|&0*OR0`Onmhzc&(>Tq}_f5`k-eMhY@^gd}sZ(PBmk!;4S|Rm$$NxQ9+9pgoN! zfwiwfm$wcO7CwYaU8%BM4S{#(I;IUEZ|gi^O_eIEZg=_M9PRe7Hda(9WNP}u`Ydkk zOFC#k=BUZ7iEEd9TAf?Bs8s_Y{l{FjwHxBGpYu-!@H3y5q+g3$9EwGSO&T;rWPLB~ z!k&?cO-u1oD){%ws7Oe%k5v}BQdZ#ZuNeEM zG@-k(A~O9u3gWFA@$Y%4%o9}-kpIMoN3`=fv}2<7JEJvaaPljPlNQKELVeM<%g5yxckev6QV&LRuF zAc^ri%tMfr#LIT>K5seYjcsit^{=lUSQAtuK;(=dYhU^)$u@gE88TSJDc2uC871+{f!htO%UQ`u^{W(}1TPk4w1?{_XqHWY?$ z!riCjT6@4^%cd*uNa!&y2p*HhFz-R0WMP82OPEGwVUHf%Kl`~|XEteV!t!rJJzfDB zr$+<|7r&auaP#&Pa&^+9VLWYbip)IZG<69am(vW#^|!9l^*?5zVTbCCZ%o8%NZvD; zXfmDFjg-{ZB;&G}P^J#tFvpmq?Rl+Diy;>zbHyB<*|BIzDvHz?fp@A&TJEg91nRr2 zKZHca+I@FKX1~&DWj%g^iV7aQmqZ}*XYm?=-wWeLrD@oxu{e>fc0x&Q@t_h7^7g4ZqauSWk)P^|HX= zg^W}{6uCjit;jH#CnL4e*l^Ln@;UuKJn>DcDySh%8i!3{2 z%j=<(bJsuq5;c!3&4_GZ%)WPntAFE8b7(tMC{|J5%t1ov-3Os*w8wKM{P@||T@^pF zRQ*uz*tN))P`mpk(jVuY!l@12bfdKxSNfor<`FwOCaBHlcKUhJtmw+>r%*B?h*Bu4 zkF5f26;<_@4Eu+!2z`2#X1foFt+FI)Sx|mbx%wmOV%QcAQ)azSTvLYNh-u-?4l)5! zWVoS~E^UJO0ep0=7^pXS$qVrss1n#T_VqReLLqilW?EiF1F?9edXFfKwls_IM^L!i zP6H3ukD~0+u&k$U;#XBe(m9JFW%T2R9!TuQlvi+fxfK|OFBTG@tc>P~r?BUc5nV+7 zhBRw&0)_W813+uP^iyDB0qW;l+gKu;rr!Sy+4F949eV z>L_Iq!|s8}#ilrB1ME@!5y@Wi%p^rw>lXqTdom1$au5E71>*0;3Z_!hP9*8JMn0W1 zppuAm`GW}PQ7*wN=NN1Y6g0_5O&aWsbk2G;iXc3%h&X%8Y9%ub1zbhuStko(;!dUh zgR{O1kJ~%bg%(G?=88T^&Mj-5A7V>{POL;kai}*ms#n_3_T~B34|kw_W6@->sC&HA zV}hvt-=@_LRXZabM3=L5`k&bNT18s-mVRYY6YUS}bSTYB*w@aW=+ZM0k8AJ=Xx6s= z;rX^PKJ5%*|Ii}$JWckQ3GLN%0X!OuD=edsHW@4F=Zi7&>g>};;wf`;?hJnE3cL9D zj#so1Ub^jKnD6k@A!iw1@j?}dMd)VY6iK#OwT^#PhznY1;DLb=rRCb%f$6vxK9u=z zPbAQP_)pOqp-xW{&G7aq=pI*n`~`Jkk@wzg1plU5s5LrE`?nw1soDUHVd2wZ_BGd6 zB%pBn7>RQCd>J5kIW6pQbQslZ`uc=XwW1H1Yk*UwLxld);HYc(=wgd+6zt^amt#P> zhY;L;+*o#tyuN(-^)Qeuc46(;L0j+-UW%aKo={u7J|yk)kM&vuW$ujoPIc@bD_0U3 zYaFpCN$HF*f`b?Tj6VSDWNIDC1AKvnU|$qjW31-F0>W&n@A0N~&kNvYHJamcZ;j_n ziB=yolFEwYQw)g|nfK;2Y4=`;aZKLQ=TEr?Au>e6QraO;iT&eF(kEEb$1I?SSE6*N za21+gU#1T8SuD_2DA6eg$s;jpoFsV2Qa_eS1Z-#@;rhoEq&$)R_VO0MY)DLWXbECH z-|co{v4~l9@apFw8Iv}HC9osa;64JTbgy>Gs3b7x`*U0ESWe+zk?z0@tX||akc$Qd zD4BDm4)~QdH~2%jo_P1hppXp!wD<(RP=^{gzj)y|ZtIze$91`+j&X=j-(+2VrI4CA!M*KW$(^{byAHLKNCVr1p zjW&-zruZCFy{3De?KA}@LpoAiiaJG$fdMJzsx35E*4ry3yrkN`CzP=ikMQ8>hV;dP zWP!kO`!s^Pr5AEzi;n0sxlCfT_tyI~#fy0F>hGC=&>yjUPQpj_a$a|2Oy!}g?l}dO zwYr~tQn`|Kcm+MezYVl&8~x0!|45BW%H|;Q$=HdX^={bOuG)Ne+B&9yd*p~g0uCxq z11;23928$i5I96`OBf^JULhdd)^daJg|s+%T>g}M>x%+h6jSn?Nl-1g1NNA z{QLRUFGCc80aqf|bHFk^h7Pn~evHF?6Vk1Fv~uqsaq9zbJ(^-o5teD%;gAwzvB^VH zVX}~K=L);_k7*;L+LI9pXWC}XPz`hlZuhMy$b>n>8#=6N!#IqwMT6xSH=)!jE7=__ zffw}sn+D{9tl2JzlZVD-5B)zh_k6>DNEkE8NPQFBI)v*IsrBjoY~54$Hajq7+{x9* zBndOfD?BHEp|yU$O?I)~E-0_ZjgGVSk)PKFdoLk|g)-l5IplHdJd~IvgGXenNfnE) z70IvtH7lm=_9G7)-`L{UN(epuvhJZg*fXx6ZhA1W=Z*?fs7|&KBokKQ~L{a=|}X41^NY6 zkOl{r#T5TI-`AtVlQvje&iS~d^F5sFKsg-CNQRm@M!EVX77@R~VS4(=y}%DPG~nhH{X`086AzjW zo82OOE7V^NM^YV|pxoq>DOrd;q9P4!`YZ>zgmYSHPxEE+bDSonB2C>C~{=u_&KFX*R>GAzGu59~xQJy66@Xr<~Wh6N|35Ghd z-B~qvJ!RG4HgO~R)tWOQpL)ojb-Ki!6i$jRnlh#aQGB*k*B75j=}ZvKr(wM@jv7Vf zV^#Xwqii=#$R9Z>4nSz*`pIV4j4Giwejo6doSE;eiJEk&g|&!jPW6*me0GY_VnTu98tKF3FkQw zxYd|q2C+pip=TxfudZM#9m)NcVgB-Uw!QM47Eat)$^z}8m|N@VNjVni^(Moj^285v z<^n-2sPXp$Ia7Q~LR{^^hq16FC2jJ>0rDJA=7uI~en=B0>1_eiB{9|M&59>>N#^&@ z{!NkQ?Qd;idAto1Yp3jBv~XLesz@+zKM+)&)SxGYk_zcx04BNfd3SPOt!o4STY z4-+4-hJ!xk3TAPaEhqpsE#!?uFcbK?sfnxj7eOZF_EEC%Ow)poTY784 z1KqTnBy7}8%RaEYNnaJ#oj-zpW?BVRBXcLbkU5kC5HWhuNQ zhpFO&j8Hi$jC6g3!}YGpsFw1`5{F7u;gt`0MV||)ksy6ll`w~7UhUNoKZymJF%^{7 z6I_7vPE2Jm7RB$jzt}K5{_;*YF*TiybEZ=1qzY`EbNwhj6{v*;Ug8TP-Fn9RZr5W> z*Pm{BbvYGL;%^ zY^?wxqV|=LM{XEiI&AFJ-ivP1p>Gk}?13J3xl-FWoxB~1r3tO-DZXIRu7tQt-{Bn; zs2K2$M>*&T8L+d9`g?x=Xs$+&=c8&&Zq}a2lmB{cqdi*0(e1Z%HAU@4?%mg8$rh6O zCDWIgSyw7NziH{ft;z%g)Bt9aj@ub?kUt z0@b<4*UY9e0z5xobQPac;$AU9{!@LF<6itLNP6Fit{`2cVy%hcGE*?QNB9A4McJd= zuxM8l?8%z_hQim#_bH)3f#E39yaq9=`$*@*p7!aB^W9yMD<>2xR3)huXP94T|i zY96Uf3wCbt1$6Y~g-g9C^ro~h51Tx*!_6VVtU{CxOoo~5cCl!@zn(ViYBCO zbTQ;Aj)NXdlzkSWiy^M#>5<}XZ4*(}hEZ|t{MT1q_8G+%u?FTjWE8S_?S<`)->1Wr zua};{W32tp(}@Vk?O}s*pUE zo2OIMOG!R7+!)z~V@hbWf5;b&)Ippl>qZ)`$7v$XH^Hj&-w! z%R`R7sLho+vwr`fpR}2z(E}Ew*o?v^O-HQrX20B!9oNEG>&}t1+}`_WE%cy*F}#S~YjNa$0Yg`M z%}NGW7NL%d*2L7?;g66Z;$z&%g&PuyYM-?^b-OGlQWXoCcE-dsNq-Zx@?I}Q^LdjX z7>YTT>MbfkddV&N(K`j15%8&YVjx={PHc#r_b6u2Xj??4Taf&; zSy`KqOhlc6`84O0ydigp4WYO5YlwxVEsMg&XLZj%F_z@9Da@TXp*G!rV20WI^A_*0 z?wwdJP7eDnwm;>mw#X?^8t<9%nXui9e2DelT9d6HWuXdR#+cFg&`2h-I`FNKq@B{w zSTcaKwx&8{L(zb}hB{;eRk)wONfyF7szdyuN_EkB2+}V^`^rvyX#&_IkL)Nyle{Jy znJq?+RnF&$5)_$J;GNL7jJujL2yCsP(IO_|GrkKmTW9{E;)8CqhB_XeAiyQh^~A6( z#1$FN4&it3hs{TFfyZSY4|QTX+xwu6cR4N91us~eFr9q8{tf!5NpCZ%Epl9oT{0dW zfrZkF!MdcMMt4?sL8oK*e3nuw9Zk}_8I%0M9nsyS2^s83C-?Pxum)G3(>CgryD-#3 zBgL)i!Ev*)*}&~Y96O7!RYKz9P-EH2#U~ER6h8AKge2wJ_J&B+q~Jko?R-q%_tiwb zs$jXZrp=x^T^Pnrx)4*Z5_de`lX4I2CQ+b6!=E0t18DvRxMOyqoDvkg&? z=wKHSau{#OjM3z@$6MMIT+n*w9Eg+lB~gu#4drU4qmN0-Qu5EE9Yu*)j&cmx4Y!-w z?=H_XLPk_93dBk>LmoHiAq0pjCX}mRaRt$^#H!uT+P?O0FPXUQ*+hkZpy|nJV_;*j z486QCP*UK{_tcD}H{Hjsj{`*M2ejjU>JWun)jl$@h??wg_itl|V4wN*8^!L(d);V5 zkiqJww|J^ePW~eNGl6OA850weY%|Vo6>0zxF8?YPcVipo09)eDrW@;OF$mbn z&in&W(|X5}D;sfY;1-q?=m_){wk2+dqycHtZ{aZVnY(Oe>xk@ecl&`;wCqsyJa`@# zhb%olqiq;Cpt0yU7ZD7zsqWh0ol@0JY^5C4GoWr{6Oe2=^QGG0j+Fd|R{$g1-$Sii zv9g>nQ)DQc;D>GZH|8>#FjCrPKa5P|EY{K;3RVRN*nAf10DHdLXX){AUjFAhTZJRC z-9D_NlY6_wOckHks6ys9I4fS#Q){2>Kz(g|6gPLgG3x+DVv#i%>Rc0GmTT%DU}kwW z2b%{4JXEHBc1^b)@0(8mC78_33N5nAZR98MGL7TDdawV%)LTWx)ivR|5G+7|;10np zxO;GS_dw(B?(Xgmjk~+MyL)hV*VErV<3Ib{%

Q;YwZnR@>Nkj5jA%BR5$;krD$ddI20a9ade3$9&596JSlR=2 zc5IJSJP=D}Rfr1JTvgHT5XE_KU|csNF|81ve1J3%QM@afFySF*( zpwc<&Xh641?Hs!Ps~{MB6Fo2^RKy}74xLWojf&p`D&h##R9(X)_;2!5cv;h5GEkth z&C^dPjCA?cLjkc-Z)!-c3Svf^K5_x1N?zZg z?a?vI$;3S3v>DqFd+)_)ZGoS|Ys=j#5i@l??m4<6B9c%s<~X4ayek`>4Bo+)KUaM{ z6}Y4${xK+`)y&GidfME5P!mC`JiBNtiHI;eXU~qSUc7M#4MkO$ne{qI9Z&MC=?W(5 z_XIn(NeGqL)t{Pp4}KP^24|o!;+YmWQjjJ&bR^RXrDg==;xm68HW!(06?An0GC?V?6WTJ(AE%Uw+}s{$^}?o{U`pv z^%uC(O)LFI>qKCIV{;5rE0b!K{G>f9hCCw4=SFL3Tl)oub=HN)89GN+Cs^c1?EsaM zq&`ZzDcZwIx5`rZ7*o4!!_eSvLa5{7bJ{hI(? zbM_QFg>VDw%K}2%{h7F%9YT~-KCR6}4X|u9azhay$V0#>C;iF)xW)bJtnKZ~M_c>6 zQ{az?f`F~xFIl`Dwx_W)&1e<}BXiBxCuxU+riBgT)*e3&1v`I#xRM_Nj|7;@S24g8 zHw&Yu&5Mhpr_SuJ#Op&|-M7p;p6P_>@vy5=tEGU3(fDr)b$=;HhQ*j1J;9*rAb0hs zqE4He6YMUTUUH_s{c;fJ=LvBsdLBi+O&EBwyb*v=Zmve%v`66ra)HM-zq2!0ycoFM z!O1xoe*Fd!2Hb?2mZm|&m#AOD&7aG)B+^5Zo$BZ^ol-Rm)5C&PvJIgoN$QMW#D!#q zj=020EWuh=MMq6I4W@coe%6>^-)U|s&LtV!+PE@#No5&}sSmIhw$n89^l~Rd>byOa z=kh=XB!h7GId@`L!kGUw7Qq})(Yv!_L!Yj#|CUW0EOQ@(b zpbSgM)W034VEk22^*fENp^$~FB%@Q1$>Ew6#vFO(ckYT5ds4b7QHi!V8ld9X-z#f~ z*6THER+xCz>;fuIQcn;h25dcT+h1_!)t?IH2vRk1qrfPGt4!p zuR|HSlCS2Pq#+go6hP0`t(a2Ng3UP*MLKeTEI1{1j@D>(9s!EzO^5U8p6pfH`sSW(Y zIUppm8pk-#ctKTB3#>O_{ter$5g8Q3CsZ!=g1*;|*}BUaDUncR4(XB)bYQG!_(fA6 zTi%PD{&aS)0LVOdEcr)?94?X(A>otW8v@Z$!NZtxMK25x3 zS^hEJYp{}-T1nZ+yiZPwl#)c_5HM0hxyuuH!(`-!Op_{I-J)RQnbIg# z4*v6KHnP=fc{a}nVE%Zs@V-@6L`9J0#ZXFQ z!sJLDBdI-7aUcauBj$3m*8C2RnapT8EyZ;n{t26Ct?Ae6`)>eCe8I=0hAtsP%)t4M z6iz5C^3(7JTLtgdZqX;uC|USJ=u9f=;K@iDuboa`pB0Yj&e6=;34PvCzav*Q!A2#! z#*-g!((tz!S(+Ua2eJ+?*%W#Z?_5nZqC*$w^pep5HiM}7bhVx)dP*d2B362YI}XFK zhZY(a+)#{T@75pUOrasZfw9@-XkOmcIzdJ4qA63~v1;cL<-=z*y`>*?SYjF z*2(y1KDCnk;yEL1Q1m%B*^{$9)6mSH-j^8)o^a2pAzbu7_L5YiVVs_`I**9O#fD-j%x5U5mDFEaedPhY?t87bLojKj>)&KX_!L({)wFIa@}Rh z1Jz8vY;?&IBg&-$!OGpVY*faR$4mtJh4)FvZ6!--v+3!x{aj1E*)aUdXr+DaB)O;1 zn|nJwi!vL0(FNZ|^<#LQ1?{xS9>y33CiX%RF$Iv#7j4)m;h7TI4Vs!2*>r3EC%~W3 zqsHP6!Jb){z#nW994FU#er=&dUjTC%H`RE|?@M|Qb^%)o!>?ubkg6w+={URTZw)ew-Q@ z8IRbtw>~Z&0GGGDBR?vFp1{1_5xNWvLeC8s;DT;BW!*?8>ZkJzTVKu_xmTGK@;tVHF9 zUVcbn78Ibb4PuAU;dl43BVaR}Cb2Yd?p1ID>F*W~C`(1hnfdd@G$cnnYL6}!HdvXk z@4@nGegGETK31=$Kea?EF7QV<7%$_-x8*Rh1I_-ZmUa5YEB4=&6Y-lvq=R8ay)_6~ zjBU>Nyhhmk=P3Pe0>Ug+tQ*gddy3iUS`hLYUNP62AK%}NzJ>fIMK8=00Z*XN>8-7U zhZmLN@319pINtKjLlFMzIq$()%Sp1anN!HLd~}B9SP$^i#Wq{L#Ye2Wg3)$sY<*r#S|f9(uL-C(~zd$Yg1wmBk_<4;k2bPaupHJC=ac&%2x{wOd>jj>%!caMKx=|WMWY0;t{NVJlz^YBZx*{y3=4@^-rbO23N_*F z`o%XL7ku)@fz5*NE5tkvu(FVT|1dEu3Izi7rR2iHl|AP;Fy;l3$=`SXuy$EEr#G5y z+BzV&c_nF7+TrtOYBg2X=>2Lvja$z*b9M$7DQd#n4=1@vHgZUWLqD8%NAZyE>gRVv zNHd;VDHKUCCzveZc$xEWeP4L@>P^Ip!ixG0n%<-v0Dp=@P43P)$7rE`Aj+_HH?^c=YB8Cb;1BuU}^QCnl0YNm${|7JN4NWIo}ay zz){*0;*70)d;S$X1YM$Rq+CIM9xNqRJ!7E`*4YPLS9AyswqV3C_6FB!d{$>)gte!7 zM$WkD4CU4uRAEhZFkg33cAGm9HKEzX(n9XDenW!}AqHc6AjyU5E*ZFe{x+)KWC3qB zx}n{MyOTsYnz6$!AbFv_aQAOP%;JW(8+LyEwsUpa2B6!_X1CQzrO-XW5iVWZzaT#t zApDYM!HFLAK%cLc7|^P>&VNf%1-_HhO<^f|T8o!l<6z`nW!e>o zVyYALTsB`8+dQC<%TMGMudV6ynDZw2NlQad(w~LWkMk-7Hj{o+E$x?8fePM$+dt(#? zo9L^|CyFAgZM$B%1Wkng{K2G)6N`D#o(rL@Nw$c6`HmHKb^J=I7c*E{ToHnKD*dN$ zDNnjGSE4FWPMTURrCg3Ce?ejXFjyFRu@SfCR)M>tywntfW-64SIS;g*&u%BBI5mBo z09al;Ftqgj>J%e}dI6y76=~c8|NT+nl{}vY|lkgn&14RBV9Knt|50{z7%n%Izzu z#Cayq4$?*YR`acKWkn7U3BeM&G6D!NKc*b`>-anRs4JfXx*#EA*^g$?u@ z6$UjUC(jK49YQ7vSU3WwI{FUp)x$%CdA4703&ElrdJiOEZP0Bko}AJ2Lb&lsWVb;B{n5!`KmnCbP zFeqfNG-uJKQ+=~*`6%2$?7qz?lCau|uy-kulXW%BU+;gWbU9taHOK@F;YoARapjNk zXvsqxO=l(AT4g@>m*&Ht+e|m*CgV$2x|jM1F+U1#GF5RXChu22@qSPhJz#pLTi{Io zAU#~RDA1nh*%O+bW^`yG@|-2ptoVxcZxguP@CLH}D8s-V)W`)`OxKh29;acMHBf6` zWgEXyNe!_?_tmyd`>gSPIdw41JZZLeJ3w@54e|b$`gtJzp9D})e!G0)s|_Wl-bg<} zPWAS8XJ8dVU0S=S=`<{3%u3@5bjCQ$>OU4JUr~$opY`mB-5Kj?E{cef^^?iA_9HRR za%O=NxuH%$sgA`p!Z2TzybQSHiK?tz@9!+WRx~1Bm^%rGP?1;^3(aKk2iNy|jQEEd zv=qGW{YdgB(=(9J}U6k1$nu+ILp}t+TI9|5F4^jsV2Eqh`SfF*`iNWUXgQeV5t)eW< zZGSrQ?#p>4DmV^AV~m4@dE)!`KXa@Z&z0mfxAg`vEb>fGsq>tI#8H&#l&4dKL{I*0 z9yec(814OHx;>CzoVaH?5tSvyToarId90mz_zxji)iBbCs8L-hDwg%XoD~KVcv4k0 z>YEugWj5_OyZ-KHb4-4#JRNF?r;?7ue+?HnustG{>pWF@sk(36Tq+g*vWFPfJYaCZ zAYph^Ml1cNaSYN<+&#&`jNF4G-zQV5p%ZsvNst?G-4SZoC;pDrd8$TY^j{ljI%z`2 z?DXBw$g6deVRIDB1mMYCeI)O#8z4ZX~mn{eV(4iEe(!8pL7M^>T_r;T~uY zN(ww}Mmivbg(5j6`HZv$7TH{IuH{Pp}3q0v#{wR5OPD#CTl2bFgvbuUVhS%qF8r`LhD!8~>DRg235 z?NvW5{pOO>y(ye-2(ZMJR)!CAhoWV^p)7h4N=CzbPDC5jqqRDbc%17&HJ7y4Mt0-= zZzY`CscfTBZ+~43@o$Fv88wKhu!0NS($NaG0hPO2D8_hX#G;u7PgjMgPE_$S zyE~r`!sOoGY#fabGw)f;oBbR^dIcQBnVGI(q$WOHc5YuA34X^MBy8Wjf~8G?&Sxxk=LoT_GTz{G4i-}gg~Cd_*MaG-CNmr~P7e-=T1Fmuf%?lOlZ z4@3#5S8o33nbX4;kMs~dqDwl?e&Gc>J(m{bTa#RvR$$R0pZ0R+!}r3~p@!tJ^Z5cU zcQKlFhZ;h=Ad~Rh-hssn79d49z?ZJHLfL&na1fA9?d2>7F*(Tcb|A$Rm((XFF^|d? z9FKs*&DV*y5pCz06bvWC7Jt2RAZ!hPeyW)wIMOyeJD7^>Hp~dZ)Bf*>aDl@w{DzM| z*zTdb+U}8zq4`cRBRbRgtRoNU(?gQLYCzj922z^7XV~NUuJxPe+ZadMEpK_=0~3$k;$WJMG@zEUV~;_>MxU_+@@jW?74eq)7wv!FtfK;Me?uPi|Sv?3-}VB7ubh8p1Jeq z;uRkz$b$qd0?RK1-*aKz0|#3=0^B_>u_ly zJr(5W7~DAzpo}UBg7}-UBw{l!U#=wPsDQUp!!DG+bIksf{phL`sLGm}_FqeYLD_H$ zI>fn(b7HvSj%7v|{x;({3e&)O(@XPYXXjGbP>@(Hs%d`fH@O*gqw$3>_T0X)`Ah@0 z$bS~a#gAl(|J{sP?CvQT(H)JC_McTQ%Tk_mONT>PH27o6BT7U04bAcoY}`N17C8V$ z{lN_Dn<-oM<*c3@(l(_-3w(Jm?8 zjiA1mn5mvK+S$7lh8I$nzK{gZCltDhDY96#$k;*ta6I_{KSIO0b5^>{@-mLjLjzPk zy?(aFYd3};Y+WC~BPYa`yj$co^^t}=B$s>08&D&zIAkxtxZRgf!{Q+a3t1w7)K-W7 z6LU4DP_EDV+AvaVo}LJ<#Mde}qq@!B=p%S_adO|N+tT|llk~A%?!TlNcn!GVr4=CMKs^O(S!5D(* z{%p>E$oX~MZ<{<-;+rOT+xiwI11a2~kVNfPhm1g>sPPipft|pzaQ4102$z#A-)W~F{8%JjnbPos4e53GAmr=!ff%6Uv~641?vK` za07O*6@tZ&ocSVl$aMxHYmVhEq~a~tG&v-9+8w)OPVjEeNc~{~Fw%8b#mg0QzA(bU zRC$SJER*(FfgG3_b}!`R!?BHtO~-8Pc{;_(<$zBevRBm%ixTGw;CN+kI@@aNN-}P? zj$caLd6@-<-Dm5_NlspGgYWWVD=3$CT^}-Nv8P@FufqsZ!<`6f7sbNqsE8tPV@`_S zRiyS%G`HGIIR-lxcc(McK&8F?!Ps|LVW>t5~XR3f{nDCn2R9N=X!?RxMMg!$lCP`FO zy;V8H#Wz@B5pAfwsl+Np9UCuij_izI?Lft<#QSVP_hvBtwSim(D2Az>dIqbFs^mjQ zL2PZ`L%U)N@XJ?mk#k)!`0EzsJ18cy`Tu{JRo|k=$%c4MJ_zhQ7cDIV6#V|@?9W+x zVlR%B^?*=`*hp%qj#e0B06t>1m9UHMu*H?a{nrjgaF}rEUCXQ@fVx}y?utC63!tg) zr5W|K*UqPy@Dik+nifU&5i*ju;iCg{dD$Y@8TKI2L49>=vQX14n1$RpA~CVk+dI7Q zp`D4QI*FrXzBe!(l(kZ)c#9$>CAnHZ^DQFLBT+Q8w)ET7do?dx8F-@QdYzrB!PQ*&pPkan*2`B!JkpdY05axBRa&sGLux}WgZ)Td3 z4gR47x7aX}H-~H1IjQO>sxg^R-2Mn*>yf}={>|q#HI|Rxw93NU9D}pTTD$ax=-0vw za{cY7#Q1(lVf=hC&N5Q-G>n7C>r+c(vT|r49gQnWil2*)M;TWHIDSH|*ufM5Bz>#k zOba`%kxyW5Cy+8UlK6E7-SK`uSHInk=8zj>_Qsx2FnILMW|nYh=}ORSy%-t5MAogE zS1x>V9LU8T;g2Jjp^dp2x+Y}a!L;QQ^VJw|R8z%0xqJ`#%lHX9JCJ7(6dEg7>53lyh{q@ZBL`~?`5nZ)7te+EjVsmy(5 zU}erpS`+9K_d&PKVDJ1-nq*K~Bi@X6jtjwzgz1I zuvKX1iGxKfWnffK;RaXYWX1<)S|KDxgJUoAFntGHjYSrW8CL=ZyRnmkR(5J9QUg=j zJN~T-6r;8M2F?D*0xacf3RkpMy{xAT@vI^@hylmJuDmVL2s8`rJQs7Q6aV=yNE2km zki7};U2Yl@XnOHQ&kusD<6!2!@l?OA81W(;d_4;@?gR1Dnaw*25GOK8PLMxW#ePxy zb8;zRBNK79*paZsZ+GwwniZxifA3x;v?v(}(vQ#SaPcAb!h}I?@E{$eoBMJzK1g*a zU~+2}kv<{WJINrtH(l#X>$=f%DEu@8E0RV$n!(edb44l|?N|akepxy)oN?UnP$6ei z&kP(iBhJ_GP@iPyD%blXCMTc~mY(~OgR1KW2F55SV_KJo|K!YDu;0;fm!GCTk*X6D zT@+_uQ!qQ7d9!Rl1z%d~^LQM7hg8t3adfn+N%TKq(1{?c`4zSex0*CS@-A^f`Z+(CGmACG)aF6i`#mqsO)|SVA`PLQ=J0RPj+4wi37;vO3<%@8; zT6FB={S@xi|Qa8IJhJ4=TT*{^?u9d3XWF`06nH22c zTgNEK&V5XvbuhRqP-dgBb$NZq$I7r1;lCm;TL^-qPHmveevavcpW3&em<)0Wy`Qc9 zF(+b{MT=~do6qm~`)@M+7|2$O-*FF^ci{_#bFL0vj$2eo=2~gx>YH1$e#h1N_VXN-b+H&zlVg`}NK{doj!GQ~McGr$QK3 z?n&!lVph_~T|wPRYU(MlxSI65rXeoELuBbbau=k+Pgv0)=5RWEv|!r|47)|hb4wCF zZl6U|Wz$V+spdXR=L;}!crfifA$cCS(Z%Vvgnaq-jf4UZMBeh9?geGA`QFwI#ND&> zM7=wkB3J&(&3z2}tcZ37L+!8w3Cx!3SQTCkE##;-R^)7_7pt|kurMUn~xpP z>8J>#lh3?;g$&#jg+(r?^>|@4t%1L?;i3HiSC<(DTa!}LpYLgQC;WxTMcMZJP6B+x z9YwR`E)>n(=r_|idPo!nlX(7!kwy~Pk;O!;Bn;iCuW)DjJI7$@pEJSXo$C&*>5(Gc zXEfrlofDM^aagV5Rd-iOGq`%XP(5-~e#*zcu69`EKQp+^XjQH*_dZ`Y2R@RY>+q{8 zdaqYWhICNG32IIYZi}XnuXpDjyD2Mg&k_UynbpWE3YNeav0N5)qZ6E{ zo|k(zbcjc*V7&7M7uBF{KbJ?k>?7m#o^nmhraC)!7rfp1J}N)iuAAv4R^Q+?V&+S^ z)FGeicr$*k+I`oB@yQ)0E&V=MA?4+1aa`wgCWHgk1}@*34|nztVRqI1+i+n3SW6?( zZIlTNsv1O@OXY{8#3DP<%drj{Es{}`=792E40#+T&R}?}3HE&})e7?p0ScTT%Cqjxqjqi)Em z%2=U2)?q39nOqZtoW05~e@+Kmt=zEpUAJ>tXBuaAr}ID`t`>Mp=v*yx>LKn&13RPI zEGZ>~fRXR55zX}_&*||2nnHa(}1Y!^&iHF64~62&7Cx%swv@?7$m%*2f^? z(^_XDy94B7pur%oy8cv>H>$5Z|0vWawoH21feqoh>~B}3i-s1gbPD4VwLL1V_OgjU z@Z#j$A71t*XmCNZ(=~wHdin{q^`D;Hpp1vW1=@q$ElxC1z{^||*1MeV0l{}YO|oCa z39u~Cb+;V+Gj^~=;&ozx_g?6j7@fi%)4d&7X#!>0rSV14d9yvd9u5B`fxuWvHoIAo z?ng>ZV}Fy!>h@B1@Ix+hAdL~m%+4N~7Bd{BJD{9-p0B>3FM4#JY~1ey>Wm!p-(NbA zf?TW|mr|fT5@$3(<-yh814O3*sjPVmKc<&5d+tlC;VdRIm117a-eAvIGu8qE@tFi% z2#{*7~3On6S3ri z)N_*UF-@t^aA~9K6>m;uMAfCYaM~aSj^mWB_ng^$==AhC2ht-!g9Pf@Jo=lcV9;2Oa9tZ`=3YvJ zXoVii*w~=`m3^6Oo6N*PiUyoxG;9*T{W8>?&A$BCt8w^J1jPQ+o8%61m_H#4fv?&8 z>GQ@5_B`HdPB_9O(QkguxyaT1Xprqw-t1pp*`((vpT3)9kpxp>1yqeFu5b`u* z#?<&%1YR=JsM70ayqy#d@1{hJ3cr6g?4FpFsqpyVlse}clT&8J-L(1A{Kg(sI|&UF zl7kBXw4+OxQ;tP%Ib-8ky{|2_#400WTYe^&x4A?{p)?a2FS7oor7J8Vn* zu5LcHVE-?e2KqMmRhKFyq$sa4L&}lt`QYg^ZMvIJsYySlC`B^Ywc4Q&FM7 z6*w%yO*|{7;8IOJbBa6iC>aH{GU29-kYt`yy`**lK3K`@(&M+5NS)t7piKu}STYI<7; zf$*oNCtGv#2+hKwyYf88EpoD&aCo@Yhf2iPLC#~nls6}&GudW7-4)G}kqLCU_9_&A zZ~V|!8+`w!j^98`oWZ&Mi3RA z#Dh>}u&OKy_SDCtRKCk_*CO+e>dl_V2vye~s2BsZ)qcwSoj(hc(2-e#A>_^GZRiz56w_mSW+FC566#XXcW@}iWA;=Un5aLrf1? zXw%aHl@=xp=I{6*H6yI<=xlVup5~?KFB4akR(=cldHg)Eup{-Y6Ohv8r#iWJ*6`?U(-hNN*-B-$i&=DUW7N7d!jTmY_W`|$mFv<)V ztc}x*(oN5GmzDN?@1ss-t$I2X%vSty4L~gG*6HaZw|yl=TVM{p)eBXt)V`+2)VYyB%wz6&B&d zH`mbnmaN!ltB38Z3ipkgr^n#U6U_1cfrFiPzw%0$uZm`B3 zIpigtsD?2#7diRBGh7rO^emC$xsgZqhOt=r#aSr2z%x_)^lGQv#rY_c#ng(6ez#wrMl%YmV7~Eg)3`S z@jPSmN^wON_?iTglaIMz38&#JU?vg=Gz0r-ej%(Ig!q6gMw8CLj< zJ?A8W+Mt?-x@+9W!LVu>e0SM$ao^`9y1aPwrEEcf5oo3~x0gE&jJd&7!H~K%$5;cXLlAr&}doNRQvy7rFXS($T@* zlp`*?7hr>N3o5oBirI*ob7o5Ls|bsJGY3FiGGA+uqlq1j>e=cxbIK$%$Jt5W#z#RT z3SGS`IOrQa{HvJ9kIi!1qGWTt6tGuj|`kQ|YvWHiI@Z@j7%IWI!ta z2z!m8N6Y?!m-Z2~n)xG<FNI>DK6#=L9OVwu(QN^D+Xi-ntJVUqF;tSm?S&)N1G!^_BwS`}+M zL2u-$palQI?k^w;Kd>wWLH5!9`}u<QmAPAZF&`cb=u;*5GRDRN(v6E~?ZA{vPX8?b!G8=&WL#H{taWfIt}*?GKNMY^ zhwNToZ6orq1+Ja`hP(Y-G1p-OM0{XrF!$9n78Dmi9b5QoO{#n=R_cCVhwv|67PaDs z$QNKwfVH{LTA^HmHoJIt_sII8dF^X^@Z^-Zo`QKr zH}9Hhf8$OTFH?0CAXD`u43RZ zqVQS&8T8GXcV?EuXu_&;#jrUxL#s+(LnUxekJ)v`Q}C~Kp)W5(!E z(Ekw8lyU7q_(0c!1+{$=1fM)uzp{k}-8ht=VCbT>!oJjasU(uT5kCYUo9$ibVl_w+ z2jR%&X6b1P#D_z9)e77tb+g0MFWp_&iWRAZ?qR}X@b{fl3el3OOU+1S^I!_C6BDT< zrss!8wU@p_7{NMiR(?G`b;JL!^#@XxN z(kG(eU-cVASRE;&ymDw1rH|CU57VFt{&&-lG{Zh;G61GkH9R&{QVfI6QShI+Ar3-`$db4kfDS69Y>zsmve&y&!5h308|nrg=` zQP{sStKiD{p>uQ;LvL?w3ib#aWzwU`7Tjol86`m_8VAGvh?jY7O3$dEJIHB7 zeB?=Pl#gUOSl%(kY+N=8S2TST{n}k{T6?k(uI#ElVsBpg1vuJ|B^>2)N)dt~ob^fj ze%IRMV37K%<^QHjTpdgq?vkz@sV7CKm{3=;N8vWL>2uLn+6A*xb8nRB1mgYDpWKMJ z)E0-cF6#$t>{>`Hv0_jiIGGQBVX#*j6j697Jxtg?DrZT^w`!?pVHV3+cRC*@qs1DX z1_ClUG`#ivuLhY}wii3WTRH2BhBiWn*>iC)FeIabg;IKDY8sVi%CBMUr@|HDc}&4U zXv9GPc+?3YxxeDnxJzd#{FmMPD%Y&3>QBy1(YT@}5;`S3=m_KBTJu^8HNthpL4mak z-FV~=rNcN}^r+f$4gk7J889J9)V4Xvro&~%T7RfSr7-Yb7v8rk%J7u+*@!4E$0x!< z35obgoX@@TqnuIFM_OYaAzm|V*85gKMA@iri!hzatG;2BN*S8GAxpo)ZK>8-ER5Se zPXE+~b5>|*41RbUgfppk3J*nS*;5wFa4F?0%5O^EcEQ9%87-v9sB?b(=EjV$>pqip zdbCOWbhLAU%5`doyLV@ZQVr2mWEaQ!elV6cvr_KMMYNq?L2@u;z20mvPt@Y}SQK1n zSM*PvNp8#Np-)~``X@=<%0zMm7dX%O(mYnfRfHX44X^TJ-@WBZBO4lM@C9pG0`IXY zL@iKM<(vl zBZjwedB0CPu)&0s0QPeO|5#kIGxbl6@%|~-SA&({Q&|i|YZ2gW;0?XM@a?0)mXqF_ zV+UkV08}$Yo4O)1_64=b<=XnfU?mLKrHmq&v7K6Q%kv9bexRaae_X@{J#*F6=K`}Z+J@6^hP#sMj>~`&831NNHZg# zYVZrel;l|Ro$QmYv2nG`I+LIk6C}Zxa%dj!4yH`yUHu(yvY%gh&2oK=kr_4Yua8DU zPnqqE7RFXNR#Z10nKu?_X^P#TIzmd%qodqu+g6{m=+p(SQ7PvCTFlNWd|psMHu7~Ulqf(O{JJ6XNFxk^RWTYkm-2lARg2JGGD-nBlbEAfFW%(=3PqDH z9X73g>;{2b7Y$Y@DTkRrP>;cIK#FB&+FalZSvL`OjMpJt%3SbW^?hVBQc@;dsBY!dz~j|*MB=?Xd7yl1pUbEvJyo0SW_FD8CuJ--K)1(860*7fw1-5O}Ka-@p}N6A_(ixne1kBY@^pXrgy zl4h$M+_|ddj0|iu@0Uj+ss&LWKbB7tHe7rXMfhJmyvBcd&bTg(hDJ?__slZ$4l8BX|U&|!lRrL!GH9CWTtkg$B}%Y(PpJzT+(xZHkr-C&^d2=l(%Pt*UK zF{0aE9A1<_v_N(V|Bj_`lw`6*po$9cpy}hToJ(xw-nxM-7Ckoxwap-(;>Df+?LkJG zFA=xgDZZ0`?=L>Xr#d+Rk+Q=e*!=v1Lljk{+*7S^Yl4~ zy_&8Id0fG$J2N1B?Q^1i+poG}39w?fPuTS01Hld;O*dt50t-$a+UJ`bD(#x+P7Hl3 z*p%}CSe>#9{HLOi2UTUO0b$A6WgQBqOx~RZ4%=#L>BL-ka$ux_pz^Azch2i^8s_;$ zv(roou@3klg8VCCX=~~e0Wt|Xoh@CjhZb;eaqYy|N$eqeiy{}D1tXBd5Pa~K(5;F#={O86M!|c;t+L}6Xdm9;4;1Z$C zVmn1@t3rOj9pBg=vC7@EOlWGS|Kw0;R$=AL= zb<1)h%@u+0rI)0|qp7ScU@$c3Db|Sw#^hG4OYYn}QsfP<>YB@puH}zDDbFtRh8@uE ze@}mpJwcUfSlTp2yk?UPkV>3MXTXc`#iCYU&~GW zyKEh7i)(7bb;XodH1&$DyK69wntn-s6Mk@M?6a-z!Jy`wfwPWc9uwR>;|%TIB|zuV zDv^1@1%9J6(<@33PIH!4N1c>?;|)-h5hG*wZPeYKT#}Z7qWlk%Qh=iLeURJT-akd2 z&fm360fegG_m1wfp}$l;y5T!Qa|x^WKBh>HE33r*3uPToGdTYRGy=XBBwv|BA-G7Z z6W&U3l5{qgYd`yXl z#U=?p_iA8tliYGUQ~H$m2ra5cU|@QlZV0}FDari?F<36IY^wY0$G!pr(8Xx>*Y2q$ z{kHS?JnD}D!EKp_r_pzQZdl3={|{I16kgXGcKxPFnxs)1J85Ivwr$(C(KKpo+ibjI zCo8sXYsJQ1|94;SwfFZO&XaXA=X!38-x$wPO8d05o$H(=t@FY4p|Y5Sdf3TV2dr@V%~y5`T}J= zC!+~&B zT#@dN6FEcuZh_a%jJ;SCXUg;&>MqW)*mfdAus^n)b0bIWpHdSa8w8qiR$k_)Xlc!? ze^1-(AyvA(g_03zbVo@g;SYP~p7snIRkMa`i5X!yQQIk4ipy6=v|Uoqx`bq`EIyH@ z@C!LCg@6A1u;vA0wUjhUdv1@6Qb1+{niJkU+5G+zn;hIPBx*RC*r~g%C0Op!z7Uo^ zd0)Y{YuYSO(3D^L_c>Hpr;jDaLH~ucVAbcf+@)}nGuZcZSr4?K!M!rg7!R&*W@e4t zlovM>2MSd3G-gIa(fD|jF1#&kqf5v82bCJLMO1HuV3>S+dNoLngp7mrc?S)W``N^{ zYHV4W*}b5Y{wD(fV(9(Vv9$^7w+htaobe;JwB6{8MP%dBvJ%E{?W4^} zzi#XXwBOOg>MaL-a+b{zS|!&ZOC(*UF*c{9w76HzNmTz(5G50{gck7$rq`i7uc`*{ z?3k5yknVNP|E2U=W3R8P3u7?zanD`p&3cap z)sSMv`c+y5COX{Y&Qwa}Sg|RVq)o4ug{~kX=Ui;D`Hz=&DU{z3d7Yb<7liF2gGjSK zL`5amG!2CbQ@*{2f2#^gGW==F$g1yk4E>?GGz@3%e9{#PIbEg0F&3PB>6~`~$96j;jH5Ti3!^zbv;b34Np@ z{+gW9MaWetrJx&LsSX+#0|f6L;92)Lo0QKB_o=lpu4^1HUl3L{X{PU-s3Wr8S?ActmC;7aX8AeB$Sj_$Zp|#9U*A zSmz|f$yYukpI9`8;p;f5zh@i=RqFjJc@b;D`g_~|^AOkC$70?)G|QSAIc3mA`?~j8 zpY?KEX6YaC+smCVH(2~sPDvgi`=o-H=MhK*ABeNYA_m5|5!?Ic3tr3IT1xFHA>^L5 z0XZn($xg2{1#BfZNpa8{}2NVlL{N}vMy9A@3-xIAo5`8TbQaiLSd-uD$=Qx5o$rr)QLPo+pGV4kzT& z1R{t(AM6m{%tZY4x?m2E{P*X3veSGb0uS5YZDNX+iW4?$N*Gc)?lh#R=56%QWMufL zlhK0a=WC($iX-|hWE^WKw~($S2c9>bn8&^vdTT{N?D4C7%o#na)ZX>19pn|5FeOjy z)p6Hj{?0PjGkQlwY`;5HzG8&HrM(n3?o@CZZIPS#GJ>aymFj2}gPpgz0qk+K)XWaf z3)J;F70i*Pz*Uzmko`b2&wiNO_xnWOqEGQ{k4R+)CoKru8A`SQ_J693#d^3q@q#+CviPg5_JEDn0sAhL!= zIMX#48z!QzuQQ>joFXak3Hk$_B14!9cK};EpiLgLpS8qyCe6u0$3Ip@B0dZ*a zUgcU=In7K@kJ7Fpi<`^7*zFhm7&--~@bUJfBw>ELtbq&HC69qN2y6D5j|MO08aFw@ z_2l8>$LvDR1xw;VC62ONRp*fYHQMc0BMC3e$F%&tfo&NnjoQ66xQ_tV6IEDP9X{@q zRJhdMO%UsS+51`K^x8j{=H;CSHV$=hlYLs*-x)mSbH<@73=am&)3Bs=@mVTE>~by5 z<_s~BnA84QoJFqpu3D^XcrF{V__>iPLd6!6J9U1huCMrGw$FCfAqhThYL2r$gVk%y zSg#Z@;`xO^E48@|!5_Bx;ix7YBpRt2TJRB(Ld~p3)ujhQclxBx(;qDO(!h!=tj8kR z-=*UDAElNpWk^ezaAN}wQVpGMOa#4+cr@r4l8Pdv|Ntanrif7D(h}b%1#>Aku9r;2D8m+*Ow{HXs z3J_#$pwCDF6x@`-^TK->@urzs_7&}4;)U^xPPI$@Mh#8KXbskZ1`9aw`YuXY;Xzg{ zJ|n}##-<|oH|M!pNlMusNLf+u!J)8`BJM3M%KDe+!I+DdVihSVNWz%lPkNm$wxbR| zr@~IOjcN09l7+R?u4>GRXp;mIa#xjHStnM zBya&Y5*Lq{HwYlP;yk|niF}^w*FQds&F7~F17Hv>#-!MLyZ=hM>3=nO-=%*X8FWgO z%|A6=YthDlSaJzqt7=h6{S|8(OGiaX%4^CtW}aL8$jHUx*2FjA@g1+;p`QyEfVDW8 zib)e*^M;aA!J0+${4TL~t04^bspbQ_Ll*^?cDINh@6;jS>CR`Uh7XGWaeU({VD#R0 zWnxHVd3q`2+>IXabXOPXdo#libK}{yCL6rn=ZYPc_K5~F!y=&(ni@|bkf&d9cMNkP z19C*uld$?Y4FX^Qv9aXs^FKTp4N1I!ZLGsw!!kZAp4G)_q#819eapt>3lh(Z0$}r+1V3 zHoSur-ATfN1s%R@_e*a%-T@)q%SRx|{p&S|*rbFobY7b`YJAQDg0Z%#C(l_8Z0akM zK6#%yuVC`aMh+c(akZj>&3Os8;o5tlf|Wl^e9=|?dlZlXl*>gHh;)Pu_H!o+(MERZ zw|5s-D=-$Sw7iKL(3B-$fsFmgR?=E#yy%kD%-#4@|K>A=AI^LsSrr(_f2Zm@C4{Cl zXVAJ&9V8B&U{E$)M1V-J1VNKXT;k`35^FsROQWkEr&5aanrO2PqP1(9p6Fu-F>S3^ z0F&Xu4=*e|2m$fm8qjzQZAo3K>H^r8P{+MK>i_;?3%2*GaS5oX`G^4N14;vO@K+;M z^ijJ(kQh2J%CjwW5bblgGtDQj@f449&v_*`RFfMA?R~yXYs(jDNieYnB5>vYG%z8_9i#C`7z4YZxMmNSH8V76{3< zHFe3)Fo~?A&l|9?GhFoygY+?3xQz%9XVm7r+TQ7?$$uUmO*hgVIMdO1NXlnx;Sn}S zjqx`RbfTReVRoR5IWQKaDw{m({9zM@F|{0u`r zk7GIAl*K-R*9DE@>3RX$Ym@DEzzDWXZQactSj*JRYR5Oj^{1)_GixG=@@Y5yX!)WY z(?vkxkHvKEadm%tyAM4*=MbI{Cu_Wdtu8JgA01fTJA)tJiIDlU%)t~sC4 zjJzC=~hQ{flR>Y zQ)jp8p@Hz>>>LbOqD6ih{P1M?voR96MZUS58`gwBhP* zS!~qJMy@WKruFb93va)>L~{!J{Y}<&jwY*6OvGnuD|d--!kXmcIA0xQ_8#IVdV^cNqB20qS4UhCgs=4CjxzQD-6cHtLA z4=ZrPW@qKr@-^gncZ8jl&3wD|v}06x+nVOx*dZY#=!HssDK?K0t-^n>Rq~h(-6yx1 zw)PRn0rBpt=QQp3BLv3V>6=`Q{v3F30Nx%%3|Red*wp{fJpokc+;Y(60TmLu)xxYmt3`;7$Qr8(qVE0zI9kIfwDy%5t zNNEfMPPx`NHCUWg!KgiG<2lGqVqINQamj7;k!k@{^k3vLKzQD)Msc%yv}Wvx*%r|5 zzw=Gz^Vediz4Bul{E#l_o68lO;x@J{o7WxN)DFz=!o?b+|?koMD~t$b44 zrUA$x5w1ha;O&kAwnt6EO_S>=f9)?kX4RbuX{YQvb7}53IQucXgiA$&8 zn4Z<}t`ENDzct(1{>j(>_QFlpa)OY}Kwb*@4CIDB0u>Ky@;*!4W*Dwc<85u~b3)6Q z9sx%pk8w|p=E##|E%M1Siuw0X^SG)$wts$W-et4nWac93OpR^bA-~&o9)-@?8U4%T za8~-sITaOS(g26|0wIL$))qzNf#D~DqQT9p2;HH6^zf5k|FEeuh$-fQ`>pl>IiH{iF|GBR zYs4!&0R@(GHJsgSo)!(b>u(8&+@(hK^WpZR_ZIiYPGutDmxYe5-@Do3$?wVCHI{{m zX%lXcS6ho$vlN}6&}q?7I+gxT==W%`<#bIy6)G;FnY559k{MFcMQhVRzWU!N`N^P1^_bVDHJtnusl}6N zqSQFDUUW_%KP>LW7eOn_o{$W*^3=uSOf57HG?ehDYs7<@56u{&j@W;NqV*>98^vpRKSu$6I_%Y#^Mj)D{J;~l zrB))kKgupcX?3>=1P0hO`!nuZ0=cs5Ln(YXv{rtJ4uo(a&9CL(rSNa~7MS~o1;|(N zL-fK>vybH5HqNlk;2VY;FWUi~pVIi9ztA6}*YvNRE=7FLUX;=pX84k|C%~Z_C|!G#|XT(oM{7yGf|ehu5j5Mwv(D3gCnApTbJPyR7?P3a2%!tAK42b=T>i1P!v8=@uqJis)36Jb#eod8F~hR|muxX`ZBKe|W5PHtZS|jY-I(*3&Z@Rpz8}sVTWOJks=`QXy?s<}(&|@Dta0^1Y{A9IY;@ zYjn)kNS|#sRuI(ZB>#OwZb7J?ey!1F?5tlx(U%)$;nWL4Q|*xgV9t}E7Q;Id2WKgm z4xMC;!Q-G#x)aD~#&2UF=$(&~`FK=FtM(1FxC)`t>FbJ4wp=Fm<9^7eij-p3+HeqGmpG+ewP`mlvI~2X%ZSvC(4PCD#uHF>s`QBtb^C?I)m4iQgD8xSpEWF%eJa_+56+uYLvDb%htetoq_aLBN@_#@Sa z6oEf_J1y-zMu0$gBRG`l904s`AM%2!D6E_R()yFq-)V%iqo5 z1_+}$`k}cMEs{B9b2IvfXECo#G9)aMFa&thzHvboz|7VEH_3HnTZA|F$9-S=4SRZ4 z6y{4)d3b_?+hXq->z`&x{^dI@wsf{5dY0}AN$Do^Q+4VEXpG#RD)TV`N7oNc-gXM{ z+KKE$bY9=#WFSR3oBnF%Y5@_lQz=zcYyX)~EJW>V85+|ho#RwXlzoh%M#DKTV=O-~ zs3#|@jUo)j#${Tmf@xZ%P<1rH#9nhab+6{?xyU;WZ*-?id&cX|A%_HH#eAK81j%@M zo0;+8c1ppOgEB;Pb>qZrz;HFFPX?R5GDQ8ujXFd7*B5N;(NLo8!bl@OqBoNVqfAoR zGFMn4e*8rF!Uw=}!HpG!yG6+MLEOl39S7?pE>r#&3kC}`<`+7%Y0gs^LYVJ$(Oe@v zX9Z8~Eq;jK29sC(Hj`A^$pY$+;(m^ONe_wTv=nmYfjOKFf{seqO+x6x#F?2D%toZH-D2eeARaF>4K_-&ZN zmnZH|nVS^CL4j9Vx{}Nemss%&o5W0-J%KSlST8d^%iDvgW-=cR3S72S-beqoGdTSn zTctVjMw;+L}%HdgYfS}?5V=i&Yqs-A1*d5RTpO2 zmJ8FrYa_`-3EPB+x|n0fQUdKVL32%s6l;qSE*5L4)~?d9qJ}KdqPVz zdS4{{Zt&ZkW1>3O>ae4lyYdZwA8azIG~h29qzG1b1Jnea-CJ~Gbtjeeh_p^Px)-(O4F)07u!oA<$sdNSz$j0hw|LFs*a zzHN2Cz#SPGIbUfAbHCW+mRPW6Qz?}Lg}XRP6g`e90U7 zXUD7Rv)yWgo)+1gG3O02g7^LE*pfL~L%Qfdt-so{N*jU)^CmhLZXaLMJ20KaTj}E9 zmn|*u%q}i9CSUAVIXr9=ABKZZDi6=dJR8M}_O~4Y$^A)RRR(JG{kUA6-_B|KnaIN~ zzZ|!I{yC&K9%5R7-h%TtW3P$H&faGb@Gnsq!(E}xd~b?Myw$k>#>6L)znYYz25i~# z9}4qx_p{V!jJSoxwdP+lmAN-Ko_Jj1gk4VkIdie;{y5{8Ee~Yz`6)--aoEZrxb-7@ zHJZ|d+)vriDz>@+`#m*Q$zm*@bEue{?90T8|6+!>8t^K@t7t6NW~$yI24&>M9wIBU zfy~yEII(7_NJP;}l)jFN4>EdsY<;2tL^?D#QA4cWWGS(AD%9sFNm`N0 zNoIiCYR;yq5MvP{M| zm1_Cd=_`%8Wn&T;1K*0|li5sH$1?`JI_YA~HP#|z)OE4&^oLOE+bt5 zXi+6y(!Ux5-GTY5qolK+lZY@jtcGByS*Gh*cgiy&biD9nLC1E3P9FFnKUTNW5L-Ug z1&%t^f@)~S7wX=SxYM-`ug)n`ts%^b4DtXNa9IcNkMbw-EAN{pYAiyDIC#LnNb49> z!c%P((jA{NzZ7xWg}GDrNlU~sH;Jo0B-Z&{%oA2hEHT<0%T-E-Gjs4><7`UE=LgVb zfIK9L$d;}St*YrxPF{jNBTTMNU;(v_9Wc*cjTe-IOKoIRQeH^|btmo3Bo%TGRyb&m26iY_bAF9FZMTuY!pC z_dK($Wey^HEDbvmmQ=3Q3H>(%-x=jKoC|`m-$rC&7+LzlTX+;s4D^X>*?Z}ZA$e^t zWD6hqzg&4-PBq=QM`>9}Qk*$L;CJKw`MlBW3B0lknEu^qLD_BnO=8Y^riVQf)_u39 zp3OV_=Ef`sCrr7a^*meYXjhYU56U;P(7E;$_Wd%KFu`r-}AAztS`e`P9XWq14BcD_XzLQ1jd3cPV z+vFibaPaH6 zSDzaC1oz3Vx5bq=m}-6u&05W6?RM+anY$;_j0$(BF|A2WCoA@>);xv6HlmpX0*I{d z_>!rQXP}Rw9H%`4AsH&PozaECVHf*;Tc& zjc03%U_f7DR*Tp0eZ-XrWg!q@ZCA?1GNKrO9ao}`sky3k?bQH_ehha2j$I^$fyq$H zkARKFl~JWTmJGOQNBqS-l^JSPueJE-Y~&HluLtA%KymkB5ILm{r?Nfb=YWVzwC#Ry z(~?5{;4^r!vzG8t#7k{zN;V> z{j5d`6ogGB*ri!eH_T|H*<8`c@(_zJSacOHLJUbpggZj2;X2py4uY(l0VEF1+ zO#A4uAuj{tCaJS@B9|vZte;soo|wcphCV-po*784B9U*1mLhl?uZHe+I7p8qNm z*s2nPzg|RzrzB_rEfYlw=lLqUF|4k^*9h#J-nFw?7wBLD?EXeDhPrXNad`T&mbHo_ zwX|qF{(6ZdQCPZlwgGiB9hgI!@)3~xf)UJmho*%U=mdq`e_Fn!AL=qu0r*+3Nr*v{0Z&3W}+t=N^iSeZ&dwl_Y zKbM$8_ZzUN$?R!#AQhXK-O{OFFyq8gkXHM~7IqY397j939L=U~?594l;mIamQlIPV zGyeC+KD6=1yJv#cNJjLWXXy9uYTmzXV9DkH=aRMfH$dT!)oJFaU9u==s+tmutt>Ru z5VRHauQ_%9AU}{juWz*ktb!9_6{kwz;(Y`a2!vc5x)6Iie%w8e&0@Hg8tG`#aBTDm z`)NO{5n9^KilTfe2V|a}{y7ngB!~(APELt3Z#5Z+9l(%m$m`uKXk{bOEzN;buTAZo z^yswHAmtQ=y$~G>{|My>5c;98n{YMP9yCKI<)9U?5M7s>p)AA@7^y%CZ*PHQfY`M6 zAj9H|-|*#W)0;nbP2ligC(&~=@iim(Ux|x}iM_cRabDM7qDA(W(I+Z5tE>Qs0|Y1d znA$WbmZ{EL9(DSgKDIMVHM{$8-Dmc%XTIBl8Nmt%rgI~|8EZCcX*PSnx`_%mFWGx! zY&oOsvLBW$MSPsGBu(j=ZUE`ja!HNZraxcBub<8J*v*an)bo$}KXFij zZ^bdY44<&Vb)P5QfByX0T7L)*hRzWPke8JFd&mX_1%=CQD`{%FPqZkZ{l=0X{oesv z=U*=>vy`oxsAc=-U#|^4Mnsv^UP`ml(NTV-;>=a@-*sL(jaW03MMTR)k$#ti03B1y zNx4qJ8v$#v&at_JK5LBET$t&(iR79icr$gT>MutMrh7*=;tGD@ru?<`3P)@hX*~JJ z7%I}`XZ-?4;rSHF^wqnPZJrshUbxES2lRy$O~rM}(jUCBl%`YnH;ol92{MN_TnkAK zlsK0IUD4lJx&9$gtf*WMvWH%tN=><=wqCH!6C|SLvQ%miiPt0m+czx|TQc^?E52Hk zKNiDbo=~cd;~CyrxV{GH zhSov6**pxQ)59&IVp?;w)am?#IMOIPK*{k!<5#5xQYYe#;Soo(!<; zpJ{Yj&zLHToNMDE8AEd%&sl7pYkHAK)M_ay^9e?!1ZLbB2?|x`t;R4571aJrMc6*( zt7_c(cx5F0UaKBuw_Tw(R6>JKfoO0eW=M5tjp0s*th;V4ja~A1Wm7hNc|u`63O+UDWTr-7xOZ>+Z+>1nsAkQw}~z2o+)%Q#)O36}O{(MU%1 z{=B7-pxTH+BPVA{Uj523;fX@_na!6c-%^sZu8iJu12*nYf;3p^J5HYiPx>aE@eKkG zoDxmso;hkFL)~^r2AiinwNc*MTqdZ*;C9{#y1Wx|Djs){(lp>LO=6YKmo?q|Y8}(^ zZ;gJxrS;-Fe2p#ZM&dkFgpexa-x=2-pl8S=5vFm7i@6|V175m{E8HqBHnfK z8hzVuHh9G7Z6PlXIK!q%&*2WHy=NBJjEGC8R;9cZkn@7HxSZ@hDOjq#o_Ft^xAL&4Y4}7`L!8-gA`+#-nUBq$ArHw+xc#bCX|6 znnruiXXuvnD=J@LVGf`*I zh=8tKhN1wmd~+@Ko{MP4r?r+x9_w_rS^)|snXl&rMmXeqnPPJO*7&a12x%MEs6U1e zbL4uJ?Tf!wcAzk{q2aB^Q5M{-pC2%KG+v zm7kD|Q<(JqR+G)72Wu#L2JB@TUgC{RUE$p2Kc+IAdA0Z@5bwMG`3^tpBQ|RMYn$%M z6d=6by6zKUue?ygC_m8qJzB_2R&2q(5O}d)sY<$FJtYSFtP7|azn;)&c*$b|R3Ml! z(@rMS(GX+bdHvv0zDZd(7NPe>A~oN`h~k#&va;{`g@rp=)H_l0&5Fuc-%mok*0Kxd z)tqw1hc;9+`cd=lLI9X3a@4|h!-#y?%DIWb=7(m6j1wU|dSVf0O3_*z3S7Z9=p3(h zIehYw<_`dGvMH4#G&5(y_g+agYC2+((Gp>hqZ8D`955FBKyqgD;mFtT6aFaiuMrM^!JV1}DKgYsnFp{+=RU1|n%4 zaal`2u}s%>mKszJQ|h09%poZJzzUmosJIpZ$Obu|a>q{y47Y)mo54@NPitBR?_oae zsDI%Lmqt~-n~<@{&VOdVz6_lM7y9wIKb~NtdtPA+G5togIMQLI8SbQM&{Vm*ve&o> z&tpShGs(iZN$$C{tZJA>Y0O8pPy{k|j)ZQVydYXQ|C$tLiQ$s@2~f0b;-p~6cuW2* zjo4cwx&C)15owtpMlak5MUAoEv$taoQLxdKCw<}UN{J?3)urYR&-)D& z6mOU8%lvNAW{|24YUOUW{Mgo+JPY`9R7eC->s&FQ;$q-RWn`Prn^uG8YJNv#Ne&rdKWF=HJ?^>uhP(Muq((~CK5d<-tS%QmE*Gj+ji z>O>fKDZy=Xj2#Jl!^!UfQ>~glab9yHX+CF{$g%{AKuDU$QQhte8IaeDX>oYP=X^R~ z+KFWwEocJ$aK!KISdVzC4p|0O+lf>a@~hAXz;f5JXE9j;e4)t$V35EXP5BdaaQ^A> zk%j z#_}>;2(GF!eyB=BmDGb7_`!b9`h^IvK-vn_aj7l(Tv{lw)dN)zbM-!`vO6tBV; z%pX`!wNZ{EdJ{=JdXOVgnvMUI73DHK!a-J|3)_(sKC}6{i+%^naAbVa!PUT^_?;uc zb4R#dPMkNmu2f_6Mq66;{^W!t(78v&$}Tx!VVO8#0mWe`w`yxz7=xu^liUGz5Y^^Uqm1w zx{I0P)IT?WIZn;aC{>C5xW={4CT;ztJI$?~U5FI?PCBOSy3b_TLS(#c+Vr-X{IFm=SJV@K=j5lKS^VXw#) z%uGnIE$NcTOjdDX@R|e%OYr{sK4fXcHVlBT zvMaA>88ca*ewUXXzc)ykLN_JcjDWFG5z2H{#)o1d`BrcF0%atx=n#AnmAJ%1S)jHE!?aT1m>wYt&u zH(4JQ80c^WI-gz$-r^ozTY$@`I_p&zV}N0mf$lkZv2QAu*wMd^Jw5=3K*;`6IDicQ zb5v>(Z(pXMzVf9^M#chnK%%a>2qni}+SUfa$J(PqV5^aT7^j9wSBpZv2KcUji*GUO zjP!-6XRh9riOyHJ>mSFn^^9{Z>$HV^^j;O^QecXjsNY&v8TRN2J0djmtiOP`yDMSH%sClMP_jUWv)5G0R-rff+GFe&&_eN zZEPhWbUd9pR5vwHC=2`&IOn73XvnHty<*5_R+1$r=7B(Q#1FJobk*C1()3;_dpvmH zOz+QR3a^KGS%KhF^YWWo<=*(;;JrLvxzdB(LLs4EtcNI*KRJq1Pqzv+cER4y}EFQNw3EdEh<&}Ou`K=ht-I3 z1O54^opXhH##PSPf-K(pFv)MfmfFMMY#7|k404k!Rm0)!*C&6~Mtl=E{}IG}pp$6nVkV%#{m}LcPW}?8-(fA!2qo^&*!|?q8}J z>CVDaZ&pL<;El5Mk%so6p9miS*DekNji03Yvenyk0Ju-qjM^B3y_p$siZW3#K>&sJ zYYh-j+T-arcHinqmStlHR9j4pt`n$#2VvLrWaF63dk)r!#TPo&P1JF$?`Q1Zk{nL5 zKsJxt!B3xGlL^_CKtaO0)~EokO#H#<_J>KoA^B>Fcak8SEVlS!qR79+RxfA?U0Olu zDmbASkw0~7%;;*XjYHojvvvJ;V15VYL_E(;nj9#GX5WWgE1s(akJ|h@qoZZJuxVE%A7k@o(Ll+grY<9QOER@B4mfG^= zNBs8a87*7T?GZ``V3NlU@$BXy{rjeVD!dx+lcoHg2R|BXHyKJUk^d2ZTj{Lj$5r?t zh@7Hy20XvKf_-?pN|$&Yg&%9LQRqX0p2Ms+lY`T(G3tj$21X}e0Eb?%O03OpjfRFa zTn0(80>b(K5MG=(C_QP#ZDljllNNmB=}WLFO+gwJGL(3D@(CV{Gd1fFj*JsK_VrwK zPS1$;#NrQ^Y0^*a7zN5Se-$vpl%1F~(}ny>J##Ss#;fTw#Fq)6~(~J3Sr!i$apdW`jvcNa*S5$!N1k8x{}uyZ4uyrOaUd#eM*NuB=VA6?bUJ zc>4sXlB;-G6lo~&^sH+QlV)V4Jgz47-E4U;UsFN%zJc9T;!@1*fc6C=gt=sK$>Is{ zy#>uH^IC;eyUo6zBuW-ZYi&EOME+5NVlD3B95_|Y@gW&7j|KXHPouPT727>D-ygS% zATa04(Xr<7nP#c&x{eT)g*B(Vd{(!(pxXb@xQ$k*v%2_`8ITMyawfv`OJnTy!yaa+j=EDcMlRua4+EZ&+z# z{3PA5q{cX%)9+YLIpUUe3vT}G z3hTk*-r|GtSo^=-rGzn<%w4IMcxX)^%r@_~D17ZNzt@HN4rTdb1N;I?n&P$ZU=yKE z*6z0OEMeXF!Z)46z<^JKRe0^2a-{7tmQ_@27(d3S=@-L-%&@gyt}@)FT`&d(q59Sn zQg09=0a~?kJvaMo*RG?Gf0?S|`yk*}7dHC7sT~I14Ve_CPA1*=QLnT1Uwb?pej;y* zPBVnEKaG(b17fq@7f|lzN)_f>oc3}%H`_fN*lm}8YyUGpoiF!&y=eab$@{svTe&m7 zbRREE5w~wo}(C??eHx2?EWDTy{qFiQfOg=R1E&t zA?C*SR{Iw)6IO3!98Rehu(OktR^dbD9{c1e(?~u16WLQ?fsowjNY=3d%^K=cdM^Zv zYvH?ziFmoT(S!;K7Bj!8#7#d!*+Tg#!v1Y2qSlP7h!Y$eo|Po_yfsektRB7XiG(tcljWfnFaY==2Qb{bndOtLFz?&P)^Mjzb# zcyeMmeU?*#-0xa|lRo}$wTE{4r*(@%oP19br&I8~(<1o%a!YD6jh$vxk@w4AzhYv( z6cr!3?EJ;{C3^V2`|yu-QTFL*JUSrE+itSfI{s)XiwS}$b-;10wg`WVu)!?!j6B2t z?BDZ$trqLOEcxpma>kOl_QZcofx;*Uq~U!XGxXAeN$;DE=9&%^qkkTbh z_o3xYglLU8w#3HvAQZ}%(_G$o5jAsT)VqhAY9_dy!{l>~v=+G|4g2<~Vhg41-}KdUYA=l~C+KkhQ_bEur;^IF z`5+jhItBrpA~3}Y#aBQXh{*tqn8{?Fj?u+EtqAN*A|E{x@r$8U1O3uZNv7(@x2xX_ zpa*iZ9jcN5GH*)p!;)q0wQDfPDK7g%WV0-gqxV%JUp_z#WK-Z$U*d!R+|F)ts1=yj z)(?TrE`F1#L3cw+B@tE87P6C7&XWLu`mW3(iP-Di^^D(LH8wZkTA_+{Jx{cl1sv&5 z&e_nt(xx?b=FukF9;?=#-L2`(oKH7Hcw?Fw$p;OGH6CkI)0aWXKX5m)@CcpOn?Zo{ zH?zD0h8u2#jw^#7HrPYd#Mn&UIBkGyvdcgH4aYH%e(u9s*yjc~>n3 zQsNAiT1Qe8FqN7f^-@O>X0B%%xX?G-R5s1TM$+*J)6v!j702#`pwE@MlCm0=eP*ga zJ3L`BVf=lNZg^l>SNX7M%H^G)^PxM01LmbzT_~V6Q2$JEAVAbNEI_VG>LzN?EFKExrM=CX>R_jFoW#sAcdLsoHXa2SdXNHphB>}?J%p8a?^>$ z1!~p7QgjsPNySD>_{c1;Oe=yLV`&RHbKaj(444&RC?ys|aU_xlSkE7km z8op6C|0d#GdVhwIR+@nTJ;Ui~U<@*lK3OxFl&dRQR}ET1ZpUpp4Bz|wd(WU53OEuy zsOQ{Kdpv1k4%p61)aXXeg&{XE$NWM)cf|XXhfhR>|0LDXWG?&jR`Kod2VBBjm5NRj zQ|X}d@B{92&UQ5Fd&aFLDFlv(OPP-yQYC1q5a_|2n-kh?=zeTXdv43wp?<~&Yq|2s zPPh7MY(cgr)8EM#&f}XJjInf5L?Ig~j7Gz+ZP?owj-f=N^e=hM*%R|I3I5~2%TorQ z^(7R>v?PLZ4)40zPlNWv;2n7?c@nn}-*EPB75%IF;g0?c*YGgyue{W#N}sBIfBFr( z(O`-9mgft)iN~zVoTGFFzKmcw@oVMzyp7){6}S#LX#B3(ZU zTWq@_z}R;>L0d-t-aep`;}#n~VSu1!F$1Jdgfl#Gc{XFGhGfGKJ}i*w6WRuo%9*T^ z31lIQsJ6&csI&(xw||`TJR;*=rzNWEv2vrmnxDDUoes5xa$Y?>-3F}K54Fc568ODZ z)DT(Kr%oqcum((}t7JRvRVz`j{`fuf{blCl1Hv}z{N!^3He<_ZrVVKVGs*0HU%9`& z2_z8eckgpO2f)dbxBN+mC&?cmI3jkaUoMvo!DkyS<}^$3iAqi2mm;>5Ur<@~sD`id zWZq0D)6w)}@!AHWHQpB_ znb93jb3ShM8!C&I|78K#gWdG=z4$!4_Y1e&u!0OUl*Ua!KmR*fozHI!mY4!aI+&&z znyv0q@s8QPXD$A}=8FHK8K^v;etuv9Q~Z&fiH$8Y8-pcyiu4lzVI=Mi>>roxZn#uR z_kA705s?w)M7v@Km(HFw93*L}*+b4-Ec;m9uL}H{olZ@hY)$=x8!^Xh%}$YgNIe5$ z>7MFN{|{YX9TxT41iFBLk|GGwARrCWUDDm%-3?2JB1m^gi?ATw-O}AGz4X%EdG~yN z=X~cr&%OWf0Ka(Wotbxf=0|nzPJ*x)A*FU(LZhR=GA`C2@^f4@3RmfYF0&+AWx;BI z*2B#`39WG^{nuMAK+gB=w&B&$UM+%QY^tX=#SrDvI{I8RO&bgy7CzH=CsypPjN2b; zqTgBd8N5(3)^eu{AQBr=J^Y*vCVv7!5Pw*fi7HzR@Er@yVaxVh9n(1@k2p&23;=yO zIbTNfo*8tk7NMz+m?=NKTbez1WYoW}m$>3GbSgd-1N26|P4k3l4p_wb+q}$YgQa%5 zkc+Ul;|ULcTfXXhSO=BSTEmFfwp)-}GaPf5HGZvoedY)v@BSz-^BY z!q@9|(U$rW>M(;S_VV^Zl)y~v`b?d(-}RjCABOJn^0SbBY_1c_T~dkvGFazDTf}&B z&%DHxJi4O=urDsZ6F~6mJ$Ssyyr#cCr|=%JCt!L5{9Qb*=yj8@dzDuPGb zc_!C=SirC#z`-k^BOj}8w~_MeSt)2w_^zb2f$8}jI4J-!nemJQ>k*SK21S*Nze}8N0udhz63k3ev6O{cWs41)aDBM`-P7R=N35jltV)Dn*Z9JlPw@A;( z=#6EQZ}7Nf>iZzYlO+&rKY#T|44aYrYFF!Rpu*E>L!;)M=%Qx%2>v#8lmu9czdohc z&IFw>4UGq!EC7LSw!>6#TYp0tO`+?gddcY(B zkYb^k7}jn1{h04n$M{6Oc3nrd8H88sHljki_EbOgj8JN8ij7-9?&nsusAjc;vlpw- zZ72a2p1-}v(_vhr8+*^Z%Giy$8@wVjRor!r61Ip8Hw{(c!M@Ihki^eT@Ul;i+Ak-H ztf_J{l2rVp3X>iIR+Y(>#;2Hbxk{-f*^~Hsuk@8#-*K+#jg8r=QtdtS_3thS4tkU} zTP%Q<1$B_Vnq#tA#o|Ch>&^g*}k|plEf!S;gP^U^bW|L%@WUc4zS1SX0F>TNcM5o$X6!-$(;?cRUUsa-z*~D~hWSqw71M%GZzt z>?v4FU)-sFpG#f6tqkpw_vJ`TMt6HzW_MG3e~=xXJ(`rSDPtzbQ zLe${2*0H3KmX^y(Pp`{a;;&)BS(7Qx$X4wF%HLvQsc(2IuBL{ABO(%VaC^V;SvNl^ z-ykRJdcQ}uami=25t`w1bnBlDz4!G&{Fo1^^-F=;J;9mAqqS@AoU$WCw2=eP@H{!< ze&(Z6Y{S34vd~@Hlh%)Cyk_hf&BtMe>dhX+Z?s!Q5y=(c9zsIX<$&|zU$2|k(l=LPwL-#JgmuU(7<_7`Qz zKcV_i=x+-QC_Edp)5ZP%>_C3l_(sw9ySTAG%RSejr8piwMdpkL&ixl8qkZe(nY}|m z&9Giid1h~F9o!GYX{EONj&IFbGIv9Xch5gtyw0?l3yFne24WasjfP_InhE% zhJv#wzGG8t+@=gK(VWYs;8x#j^E~a|SMRcKafb6<{5-x9Qhb5x0R9feSm~;?^e5vH zb@+OJ?3FfWfc;BgLmB8t1}<)TGKAQsgt!F*^~>CW*~_kFT)E zEJ|*mjs2-hnEH;BJJLN2hoZPnD84_(Ft+CG^?6$&ywQ;45p`90#{CFsQnbasvSOUk zTj2;{uL0{c_L0A*KTqla3VY{>)o<&%>?j^Gx zqw;PRJ8&U4r^8jj^UJ&Wxq30R~3K&Ei`yW;S1+!=Hw#->{chF|8t)@90=+ zstHlfU)EtyLTExRLQFr$Jo)q2cIuw2r@46-4qk`*cl#90Je5x9Vd;5VDe{{b2Jfi3 z+8};pT!wsOGp2)-w6EXJ>7aZgUU^!qQFt4?QFdX$5O6BFd5_Fy?ZfwBHsSQ^t10Lz zmkGd<@aqN^wQ?$E73pe!Fo={Y)iZ$-)Qw-#~eI|iay0eG4{oq4| z`)fzD$j-KW_9{-n`ZGmCsE-qN!IwO@w$g&P90bkrDOr-jq}B&^I~-At?NNP0aLp$Ri6Ix6Nbqe~m#=ht;4)6oRjinV0YDNnT_k@od zxIjP1$L)cHhfa;rqr{=_AEPw6tH_>;44?s4#I?zC78}nRQ%|)oh3T3-7S7Q|(1j&eCA!M;qZ9IpZ{hF2PE^_sDnxdtl^<@F7h-iP38hC8#wyyo z@TY3R0^EmP^V_>`6-4Lp*a2g}$#JH%D>i6)4W-F!D^WUgW+G-%>nEviudf^z6rK2X zt-Otu7Tm{P+}9843tw@gcTU*|eR1G(GaQ2ZBc5SY@8Y}5@E(uqc5WDky9jkrwi5uc)Y8d|K^i6xyn?yAyHGtyc8%Y5Y!- zpMe?%;s}1%KODGqv{UU{=f%apGHKXw|8Nnqku?Gj8ma5x-LjLX`_SQIjsz3-!8q{}@oh-Z=tmGh}%dhnX6Vy{wf^lkbX z8HaKHIl{3B{y4EP)c2TBqA-e>hdw#pA7TsOPPD+%)Jg#q=c19MJ9v)_rnoZGO(Tx; zTfos{i=OP!Du>o#^P0}zW0WxExilrqAzUvZi)RR=c4uM+t6l@WR%SA&i?4Bw*lIY2 z`lQnCY**O0+a1`L5RN*uC|z^$7WuF@-i$6-Atwh=D|6U)Kej%_^sp36DT-k{eu=DA zdB^mm_6qYWiIKhywxHMky3G=Tq`R4t=&los?;U{#Mjeq}OUkN&zp1lOdu<}Nn*tEK@=2+`8~xFj zX}mPWiVy7vF`|V zne z;o++si9bDmJE1+Y+TdM2#<)E?Ti}%O;l9E<#p%o!es1Z^SoQ0E&mHNhX@q0t@nqCg zn=t@K=o--HFPFFYvybMi3^~wzTU$!L*T^+2F{hW{`zM5!Gdp=e9dWV54@Yt#MgCns^K2``ntU^&*T8CbCPwlY7w>jb;P1z zS%L7yHcSfk7IJ3306CE$B>>Fj;;uh%7C+8;kNRU>kFfqsWa@eG8a6xQL^9pkSf3%g zrB<0DA8cf-_Ue+_ZB5N=P(0>d!qebPYa=eI!RZ46*gFf*;Jz<*S}4Y_$MIuYWO7ip z&M}XSF^Ig6WUUdJ4j9i(jly3EyUT^yTq`-t&Q+X-FCIS`V~uP-m0tSI$G4=inP zutuBE(09>20hqIr(#!3OfoB)8#B)vbuts-Uz{ZySScrOM&HilcXQ6)nxhzKb3j5_~ z6CXP?*5Xm|G7 z%C}EEM9f_zB=&xRndG9@Zk|+)rbh@JCWAyaprfW=uVZ1FB_xT@D)X6Mq0|Rbab56~ z8YG$UtJ;GkPE?RfVB482JiBgTsx4KFL&K55sE@hXdZLsk<|;0g*hPj|E8rLJgwN=N zz$aeQrHt?$Pndl?TgQ)0mDE7^qQOb9HMBxm{$)(OiHnflPV})pxo52t^{qSpxuB~9 z9W@3K#aWIPD`)@5;LKy$JG+Pioinp}O2BsezDKUdK)@tvIi|cxiqh2)Dj>smop1KI zdaV$Zx%!@h$G|{{v9s}GlpDPwiVSGn5MAZw$>{aS-dm+10|Fb4wt)1_OvzscW9bQm zAlI#>Xu0>>{2h0JEG?V{A!VL3m*$%VE`C=0Ds;{FiiR%o$AwdYBPGvkgD5IR#R){s z5uyl36u;W1vz>k&V^UEuSl{QX_tdF?Zlun(xD=H z3L8|JP{A1%zocU0as6IMHaeguQM?^|*Z7fWZ#JK7iwNlc2*-UZN|{_YyV>^e*6aEL zp`*5pP%`T_tgKJ)y~{7Layx-i&vqz3Zpd@sV`$3AiNef`OvFlenjOCG(uBRx0Fogq z%E7#gu*3N8bR4DSJ9x(thBeayE&zA!E!pL9YtrwpFVNN|tv$dg{=O_9Qcfdm&y{6q z-^?Cvc%ucdXK=btrZ(!a+B>}RAhU5~$>r<8Ufux$-nX@VLntN5QD4p0Ow!~UJ*F6k zwCiSenoi+!@)8A3veMAeZFJ^2Q%W4cukJLcn{DfiUmP-N$)zF)yM^PS8y@;9<8YYF zyDDkOtaC-2*f63y=0U~NyJz%JM{ zS8*5XiA}^(OlO;^(5p1MQv@Pi-_VivtPW6!+Ol8+M~LDI>UO22343ruxDJc~)2~F_ zyxU2GfUy?XwR=uQ2|JS~ksz2Wk(706;TZTIrTy0rH?*cd zzYh+hNl+l=-kJn&{|7i2=rFwwyLQg{ZnH0AU$qEj9O>_SOVE(mG@ZdnO-1k7!J>ce z10@!{VE~l=$BhrsGLX{4lZd=i=~?RU)ZtnPMTG@W0=J_72S=@<+O} zzKlNVq0FDfVB4XCi~8q5nF4Lqy)&4Q`Ws*vnf?v10TLTt*i;y7s(+4U(cf=Se`WRJ z?;ROfC^$>1F2Sy&yZw!9d^8C(3pqY6Xj5VnE)3a!P?(xBVYKqA4n~-N-@D6hE2E#4 zRrp^tgVd;gz_9TL8tq;F9oWTx5VdXo@wgfOa=LDJ1wqCZ1df-2RTbO@*$MT(}$bQtF)}8VH^Kx0$rKBc?|A8}T z#BTC&gMa7$&xmD|fAdDsoAH-_b7e~;(nrgM#%K{u^{@XxunnR;lF?88=Wh#;I81Wz z3#k5=2W1Ln{>M5nULSdOeQV&g^%f1OOI*mnz<|rjlID_7-uWL|b{ehxwtqH4^LBEA z)ytHyJUSQ~I}6lH6%I}Q`+QJ@6i3<^?%$OqgFqmOk)(O+@a8{kGzf$9{28FFt&R7H zgM;(1`=Pg|XKiCcG?Ul;9jn>Pz8F$2@QU)Y@jsY-q@FHPN5#X#n;P33NMOEi;j~{k z8R3FdcwgG&D`qRWxUe2B)KV}qjtuLTJlV4M{KKQqKb#gh$}y$n6kqlt&^F89M? zVk{Ty?9qt0V@paHBqHBAS98ff4*d%^4wLUL=-v0GX+toGWo&Hdj*gDL1_xukeH#ob zRDdxX=wGD0Y%Uxdu4^m)=(y5CSVInzwf|$HA)}A3FP0-SVQ?V8WYM2GrqFe5Id#lqGOcVq(!|60ft?g`;NU{2^# z5-=(OnySA!L5Bb@$J|={umOfGy59(H!vHVLKCoO~;sSi@^a#L)oHw!FjphI?ZTye# zHlIh5qs?!-;Q$w@WPM&PpWKmFI9>%BPb4@UT)qPsmL`GSF8IPsm5~4l*(2=sL))NC zhw)}LP1976TTM*>Q3RsL2_ew&>MHa4Xhs~gJX*-6~bgaOq{Kj48G5z-L&SiTT z-v(SJ|9E$Kdkf8eg^q6C7fn1jHwPnyTN($5=`W4`AB|SnKGPl$@ScLgdMY2?v^UZi zMu*|=EJ1%YHG1zA7VCbW7#3e2ZiMN(&p9O}B?lIcUsYrtGp`A5BoP`2x9EMT7o|USb-AQ^>nxZR9gyI%=X#s zF|*EB`0C3%fXDy{2*hPGga$@rAddh8WHv*~nY}V6WZtv2o@3~DHmiX}#Y04$!yf#< zfpH!Da^3}A`RSgkQHKHf9Q9rXPV@w)j0vH1ByaKk0`mg`O?{%rf9kpdvW~sr1NSU3 zlq}3qJ8}pz2WXS~SN9XlQ+ZPHg*SLw@1Jcu=3gWzl-asQ zuR+N=)T{KUMJDr~r=8m1X!Zm+-GQq$TOKeHnyMdLYXL7Xt?gv=ANkT2yf^g9&bMM1 zN-5Wdn*A98-d9CEMM?4N{&!OFQ48$wKWg%79&T|DAT`g-DYvU^lbzMiModxgTMsT3 zjJZMgA^;7l7YG%8eO~d=)CjRz88+Un#W5KH(1g*mE#ynMcb69|bZr{7uF&45rP`mY zleXXPxaKR25nyt;Yw~QJa%p|tq|R>slc(nmgh>>(g-4E&OQk=&^jONI-=qgDJ0BjF zYjWFlaYto)2MgKj_x&g?5`h_swADL&bVz~FtPAATk?V~@a04g6kxQqe8W|b>^}=v! zU2Os&RB#_XFi8HDa{(hji`#F5YUm36!g6xwj32C-O$N=#%l2-$ZrkPQ!HxgfL`VL8 zZTIY^a=Yt${lr@UA)$6#Cm?EXFvXKE?gcN?Y&@z{U)tgu?X$N|lKQUc= zZHbRdkrgYY{~%3^b|dypR4glr?ukusMWWc@>^X=p2EoYQw(DS}9X__z3l-?+fV>*@ zo#ZP=f|U_+x;jKIjo?TpF$LGwiy#)wc5H*nlBSxIG0m|pN|qVP`xsK zZEX(?E{pZzJ^6C#>uZm(+19^n0j2;9^BY~yNZNWsM@oD7tOQYcd3mcxNB$EVlF>vt z=0nM5=H`!wta4Zv=7#GBMgh5;my?&zFw?JCMlquMzsBm*bRZn-eQ>AI>Wa^C z>n{@@Y3WxJ6B9MI;G?2sZHtde7QMgfc)+0P+Q00Jy^z94<;gwr=m2fXgY3!v9SGsQ zHU?u_zo)2X-+LP#8RPb#!YqK8L;w2BN)_pKB0Dw93_+mqu^nfRR3hk?R9jUq`%SQl z?Crf^aoyMLGK7x3VHSYP9(!MrFe@z@RgczoKfAR#E-vLA5I_d%Ko9&;W%Z^6WTaL4 zn|s!*28oPA)nR*Ee$mJq)840cbN1{7isPayfctG0^|H)L(DOj8ozHYLfEFJz}z9j>d`elezE3*OT^x!Ut>kgtY7r*pr?4ik? zTE2e34E*sl;)IbfnndN0yQ?KybW%Xj3V0c*JA7+M*|W^?lPx&QCA0s*8|hv!<;xew z>oG(lRSVVMnLt?Os5i!J8;3cEYle~|0w?G53uojrjmF4wg$W^`0kRB@SpFvAlm=r#am(!iWE zx~T9^!X*BJXoLosfg<*`n1w}6X*A+pIhVAI*~2&eUvB9A^$)eA1_(j>Mcf7hT{%#_v98FXicV8F#^I-DT7b1r|KV7NsMRUxCxUmtlTd8D-!_IytJt} z)CK+{utbFB#R5#j=6Xl;0utZix>!6q0HPUF&T|!F7V=$tsx#?nb(u=(^vEAt+w#Oo z5y{TgcnwtZ0kQUseM5DW-`LFGkk@+VF-z~OGPnP5`Rp-^NG7C;5|pXu-g{B+T|cuv z7Zav=K?28XAMfT_P~ornkQPu}9A$TRootLitsw=BwpFFJE0#7pcj^0h0E!lC^|y|b zMh+l!QIN`)oBH+%Acu8HSh%RDh@iB-87|rqUQ z8OV2`FDn})e;usjcAi)Xb-K4)<{N_n9vC&$?0I;AFo!N$&Oz=e-b=!z$Prb|-DdPj zsOBM^fvd@(G%TJ{=B@uKDlhz;G~E}pwUPKd$Bir(Avh+OT)|lo}r56%0%N zJ?~01-G8ZvlTwVU+=gNl=wDoiM@A?-Kw0ZpI1F-8pE_z-+heNoAGl!tLW4sx*-V7$YT7dAF zp2{a_Yp2>35lA5x2UZrzU8OJjt7uP7A6a?^2M^1xO+1HT$x>aSM+zmnCa1amPW2tv&uHA8t z79hU9XC1eZAdsNk_qJe2P4k0Kk?&KqyH9wa7*Cc4WDI1$K@C{X1(}X@F2A}r!oPFd zIqzY&r$oP&px)@v4N>%}NwO8zc9MefRX~@&3F60aI_Lszxe9B?VUH z@W(BghAh-rW2bXD_AV^k{p@>uc;NQCyO3X?13l@(jCO~jArQL-@u>N7Zp0vLZiY91 z{sTlPLW-#xjnd>&7M8>Ed}PipE^7}bN117*e8Um2OsHihHO<;+tO@&qfJ%@a&<<0IP=A%pX1==0G)MD6@koT80YXzYpu6)S0DbQm?!0%T`FpPQdJlHD(pdo&VO##M}2Q3*AV{ zqt`U!eGqgpFh2BytU-Jj0jcPIJa1E723&o8zQVl`5juMWxteR{rTNr{k)J<>0kkYh zdNu?KC5Qx6N15}5{3rI~ftdg@zT3%{*25*DDg4_jKPQgMw9lFD7D>O^bu-?<$F3XS zcNH1F2^P2{9ctqCWDi4drDEmjHOFli?5Jsz#@ z)AGU1y?$S~?wHi8G%c3zwRhpqDdAJdnmH?7h8+=4P-R*knd1Kaih)s-a)0e4j8!N2 z0Pcr!yq#=)fvNRVXkJ&$%E!Q_E+2%G_4#jbG-yoQQJ7TsoxJBnam$8?KZa^L0Ss=ShY-*0niSQQ^ z(y*$SQ(m+U9x}Y>_{s0y=s$>r#;Kymewt(bl~NY2eL*mOudU$mTn$#TwX=RtZ+jPD zr30LkC5DrVNkA%atldkTiO0EqZ;2VsU^kRa3-+BHt1M6}YC%3qAHBo#Z?oc2Zo|kA zKV^;r{`6nK1rRN+0QIked6JToRa9K8KTpF(5Uy=*y8UGaZ}sW@@u6Tr9WHTkQ-^~a zjIRySU#jfG^59l(hkL9ms`ICjR$;BnTPy-RNwB0I9GOrJEytB3a!2pamr$-FL^2?d z2w<+v62LTzZRx9_Z0!0X|`R*43Dk-m?_X-M1*30^>D2 zG@Nzt?YnqBo$gnW^dZ%m^=+m5JMtN*9M!i0&8-KY>q6#W!Po`)#OOrSplq{FIBPpl zzD#&UW-FCO^5l*urICP_E2X&CIWen&>uHRo6-1iALK{y;`)=gJR8>0A2Bky4l@U78;JSo@pntFR;-&!Ndr zHwWl|rT3ezjnjVYkkR-==()6IVZ-CA-PgZ;jwZR;?xZExYBJW?ix_u@GDke9$yTpGi35yd-fJ-?R-=T^z4}bVfv&e+VSctO^TH z8Pl0g#_?WShZFYm*k$1H%qI|8Im35Itjls=8%v*6otSSQgK7ZQr!r1llYA1FOz7j; z@@7S3NpGWRd%o=8;1^AmA0SWi2f=wdG@*Tyj*NoVO0#waf+`cU2k)`@YO2<*G}P%e zfY3~j_4W1Nc!s{86B4jtu0=z0v+JULy>c_q-eNT4wtnc>yC8q>5xwddk@9)_UoZww zGMH(iqxmDg9l|jMZvtU{;cFZmF@Jx-t`KwzCZ=eZ{r%D72vke@6yHc+y#LNkT^tsX zPF;>l!)}C~`Ml$Vi>X%C-10@2XM5$*{lfRyKOq9d6%{lwzKF77CeVRB-}6()I5S!L zUCfqq5orbG+jdaMc*v>WW#-$K*;o0vUz5wnuNO^ipT(xO45o&bIyw{@w0CBP^!`r}*45~*N! ztErHF|KqgeYsaQ1y-=OOS6l-+Cp7Ui&SmZ#+sAQZ;*f32MkUJZ6dK7c z=_*4!3017Oc8@J%!68poOXK*gn?09L$}OZGsDD-e6mFB@HJRVT ziUJSyY$lb%KVKfvX{+g@`meV%XMj0?j8x{OXgSW!&;9_;#Vax@(f2nzw;%7PBC0L6 z?*qO>MVN_~?D7O<_|6}Vx+|RQ%6I_k%9HH^V<5JX(1IAi$AT$6UiSFHqV1A+^GDtA z2>pnuZ(DrJMckzK4ES%b_X!j>UJQKyh_hL}fr!t$e$~YaC`!sO^{6vz`N~Vu-6U0Y zLWE(DxH^1hczW~!BI#VMX>3m2S6!2b)_%kY=gD~=P{p9hmt{w-%{w|E$*rwh#oAJ} zd2XGWE&uad#vkznk7?Kj zhK5X6TD%SxY9l5mRbUg#@CALjfk2?>iXAM`zg!^!SX}qdSt|?8%p|6e zj5gcsj|10autp}PI_r7j^CIc1qr>907OGhGkF6cEBCuf|4V5>KlJYS^EDArRTQeb?^u*hkFhVLl~ z%c#Nyvz&H|%vgAaq=gDiC+W+Z=F;q@=aUMW_sP#mOet^^PnQmJp0YJ=hmX~8_{a_n zF-4^JEOA%m;(%D7(su8a4fsXm*|lL>dx$z;nA`NxQE*VRSY>=Jm5R!7G8wR~{V}|5 zth|7$(fSSTzz_}DkAg_3dl7Zq-Xj~>#XnnYqm{1#>vG8guq~J5YGH5~Q^_1N{Or%* zRa~iZZPeGi$ke>j`z@Ju+pjTW6yug4&^_kaX~H!vGM=R;C4Hf^NJ7SyYZ#h~6K2Hu z3*EkWz(D=64rvXcZzMGVGNoqxP>Z3Lqj|D8w!*bib{Mi6 zJ>gAbRot>Enmf>`Vu-2dUwwTL3JG^b3JT^MGixArAA2K|6lG&9oVVcxtO1&o9;2D+t0J zlI7L-Jo)m(nCbc33t5cdp!GKhWf&?2ojtsm*>4&pcrE%HRo|k9=`-W~Oomswi4f}< z!zAo;C6!WZ(m+r=+9QX|%VUhf>xQkgxqZr?tgfxj^B`<&?`Nv&9niUQCf+p2?Y5F; zjh8odjQb{<8fobPsgC@HvE)7htg+e>7o*_8-0x$caBh z;&!JB5>iqm+x;J3Vq&)cG*=TFS1i>Jtj@)!*qLv<0TSo^w}dFQ#|BLH+aR8B+>dS6 zkiE}7xSZ7RmGH5@`^nDA33Cb*pJF$Jw$nJj@As9zyjrynv$sM2qsT$F^GQ*C{o&V9 z01k9hzfMF$olq6LHywwNL6b}vPcV!BP$BE!>*2uLxu`fOAL3WJw0Y3YX$+3of}696zxS+H)~H#+-nS?`uqaN@F_ zL(dZDKia-$&HL>U7m+7{r_E;+pf$?eEHd`6>t8;cd_ePoTs-=mxE(F$#5q-j{7lR* zBxOL}${{f?@u<}vr9Ckqqc_;W%#@J!#jIUT9$xe1(dcc{B$kQ*Rr2IJX-#G+fw4|R zzCg%!q614lV)hGJmY)X3!HJ23oN73>2y-fALuVe+Jp*LWttZH$=o+H;#**@PPv{_yhDw>CZg-8M{j|vv1SM#)gI&jK?&r888UmbWD5r@6TCJ zOYmly)IS1=_dJX9s#YeEbZ}&mC*tLHJ8UkExt2Z*4I?;~+xJrlfK)5}TY1&g-)4F* zC-aNj1-fldkEV>NhXi2?_1qwQbenpqHwevAbfkme(JOM~lxDk46AzuN+T|bIcPh|V z$|Q&Q>HKip!GP7C61Y^^KRPe9n9&S0w{8(A*&TKy603NQOiaY}yef{rQpC~6z{O^##{`4yzAf%y~|e36B>62Ewzd$CRN4_JZ?c!)T9hLx@oSO35$@%7a zKEhRQlWL9>G!KhiqQDfkL+Ce1{7dL}zC5LH%PZx&L@BeMuAMG}k&}K8>vakjJ2Y5f z(%Am86nb|}dSbG;!`+pYc{GwM99mspv8*r8R&1V(>jz>zPl`KO^r2$i+ zg;)K`SiW1>XpKt>4i`AmbF}4L5MW?W5LYGoleZRmD5D-9eX*L&Y>w)f*<=)94&DE1 z&qMAl2Zag~_TfYP2_Kc{TP9ET)g3449=?ksg*t~M_H|9o+t|C?l?|lt*0T=UlI|@|Z_26BUq@o=$R{@2mW&#x)*2w6hg{1!>A2Px7D^oih@2 zbI@G3^q`%wK-e~^vz_@u+a{_4%w0AzPk2r38tQXkD8K%52GH)Qzo|6Yg6E7$QFEfV z(P)`lSqA~1-&o;T#ooCrze@5(~n2A0HQ9w zNmxBz%0antF4bkVsxYhWdaGOvB=bYuR7UR`#OQ!c>m`dpj(xivzLn%R0%ciPF|Nf1 zDGab6d#iF8sYjl_oOSZSd3I2qm7&4sxT~x;g+RzH1(IZ=1x}Bw#3$f&v(pNt>oDQt ze)ZHn2EbIRN^=t`2^j2-< zQGe{YUH6^f*P2+U;H;B?#{5~P=VY@$G7?W8W9<1$pFtGWHfI+R_Q*{P&GVXY8vRDK&JRiX{U1&sh0nIZ}3yi7Se!m$9Fzs!;`7chl0cgCuX=5uX`#_yGGhurk zBXQ|MhOWh~H~VL@?x8Wh0cruRFPcdbzqqS@us0i_V9hk_X<3|j^7tNdeZX&_7?kF6 zKoKo(ELnl`lIU9Kc14Rr@SD7bONI|eeOr;A2gS@U<)B(y@MNAec2#w?GZ1KTe|1=6 zM~irgLChbiKdXu-pxy1rl6Un zjRzOd$1=ut9-0>`Fe*uOr{_=wFDV_a9vAQt_m(yJ^tYl=e8PLfe2nLW8t&qsdUkAE zNZj?_jHB~|-#;}EA?*=31siz=sO%@N3<4hsFDqv0o3+g^c%sN;KYqhe#%57dP@7{ zCK@pN^@TKe`#_PYobrhLn0%)nepIpymc59b|LV^I05qS`E#qSJzO z(tkCAympnD5z$=W0P>L;HY5&_F%QT%ptxSAj82q6aTPWB-lXZ^qL?{swv_3TtFh6N z_gZ(`T)9Q^3cO!ep57ZB>B^A+OD*6cF9FQ7=$1*T_1*mD>C1YQu!aII#iVrxG7 z$@$}by23q6R6XrB@!okp?uS`&wqHrU{-b#6xza^?s%Yk*VcNve-X&kppN=yTPbEvL z{rk+0t(&J4V}osqyqYrOnJ!TtLKRUB)n@{)j~FvSP#FR1?@btig_e$%r<$y&9gIPX zsmU|VNqI5I1rjQ&G?}iZDM)J@^x3;drCWUYSz9bbE+ALXw9x>Y(4bP$IW0cBBYoj; zGp97vzP=5;aGx>iSFBB6C2g{8{JBKq_EtBwi_s1{zy#YK-%G*5*7Kwyl8uRp$yg## z4_QWZ!Rgs|H*#;HFB`XZ^N#(L;?@_9L?uQy4i@;dH2pA|aN3%UD9iYjwZLYxSr&P% zYIt;Mxo|HNS+mHm{nGPJwogLIiV>-fSy7p5uq~}M7lV;d8u0=s9tTTeySH|?5wIwn z;n%SaI=gb^uR3e-8pw`jm>Bw`LVZt>ZhgV0^&54(DyhrlPzFVYIMWO3Z2fl;c?sML z@*z4IW7VclZ+INWR_w{z)ylZCnPXjTorElZEBe3cumpuxs~`Pc3y>>coyLBZu*Cq; z3OBr!!;zrqCQiDKuWVIJ53!tAOdv;Z7Mzo=7mtCfU_NnJU@y7CyxzVvXD5(WQ0VOv z4YA_k;i+_l2=2`$jVZ{;pa=>ICMG7rvfFa#7nczu5aHu#L&BY+$zt9$g8!yeya4e%_@ z3aPBb*^@4t|MI}Ps}5vJ!V#|DSnO!>CD|KhXRS{vKuv)r@=O=XJDY~3L3yUhOn>Gz z`>@|LmQMdR_?h|2uh+yjmgGS6vw-tSO4i;&aY}y`3fnJWNsE!1G!`l-T0 zxrJ&WC6e>>OUgw^^12(WiNJ_YwO5BKCh?1cJb~v^g1%;BY|IECEx^oCgJ+Mlc_)5F%}QNs zDO9-7+_6jkrFBcMmTkM5QF-#v84&?IJIv!TC=KgeI!uiTC#gW>+F^79)W7f!P(Hg!QCtUAJqf!K|VE&R}t zm@^)_L&kG|MWLl+3v|k+DhpYxYhcQb)@iN>ypzQ~kB(i^Z+vk?cKbZ^I5Y((&8sSGkooA`@L+9ZG$Eh>h{4Cr~s=cE4H(&*h}yH-ii^0 zN!9v39oDMCJPFDAg#FOmY~nVEteKmmg`YPiY(yCvtgS_qIRhk)S9oM^Y~1ntlZsh7 zvi6%jrosjH{h5LyD~Mz3?uRFrdO~~ey3Ime1wh4_*=uw^N)_S&g*H5-x$-=>sWAZ2 zJ|9W@gVvNS>7xQ`*427BiWEXr)HTKYS!4+h<*H{5*U&!=$_Ya7$TC)ac)Wdv%ddYPij%PmujF<<>Jo1+h6!^5FI2w&>`M*O3371I^gzLL0`A z_t}z(rXz{L`|Qv234YA;+3GV7j4l(U`U2_0@VCC1{I=qb0rSU5X4x5C5mR`SL+=YZ zzW9sB+t(NB1TdggMaJYyPjEO2dA$F<L#SKi-7f`GRi1=1i|o0GiA}z zvI^_};p&~DD{Z5t(UqiQ+qP}n9otUFHaoU$+qP}nw$;(exBq{San8A0SL^P5X3eUa zRhH8#w!NMaCd*Lpa^OP1hmPKaD-yKqZQ_uPN%;YHqF=A8<1h2{;up&4!2V(dak^a| z21dj$3eqWbMV2eo92}#rK7xWk6{=P3G zj`NC63eU;U0>!v;Oz~7x{Bvn1OGQ+f^V`WxrBZ}(9n=^hk;)Mj-#*1YxOo_O6RL1D zMX8@pDvK1#zE%wVhiFjaVv+Vpr=7{lAC)dfp{lnZ{Av_ob8wOLr+sI$b~|W9v8u1D z+wD7j2XL@DKs}==CQjQHM1D>{U5F<)p=_2l8S$C$F-6yqXf}708tIv4CGH!1{*~Kz zRxK7Avr7owt*#7KZb=x`T3DiwPobF`NTcmJo<>8OlA?`&nQu3E@@++@uBoa++OtZe zSJK99{3A;%9rnAB?;isn?IA~&=PqsjZ;8DMzHX$tW?cr<_kZ^B#XUjkhD_FLYUqpqAdHSnkZN!xC3^-dNK-$4AU!yuuxmk$~>x60W$8 zvBXpr-db<#KQmjBdbpE~cN>L@_s4JO6gH#QXipQ!j6i+wTJhOEInAu_Zy*KcH!dV* zlDj7ub`oBPCoqN$%`i98&({GnO7+{`+1`{?Iop2tLQ9`kn9iZv1(XFH-hmic$>+mPH79wRzP&3zGCXW|X&{meI&>}J9YwW1> z^(jQ1!HK&F9q58LY_h}!IDVS&ykE|=+?^S_(>oibAZ!Ut7x``8UxYRhZ={bkyL_J0 zHAiOrcs9pe4R4c-JepO11ng|s+tA!W5kI$rZlt75wUYdE7|gqFJUCX&K7AZdS9|M%#wpc zu7&UJ=tgq_Upa{;qq7)?EnY{KIj7Iijn9q7l&KC0r?u(r@Z043t$jrwSlcEus1vq{ zmr&1l`Tb)F7YX(a{L#VXek3TSP}j)$b)$Z4tIK>ffHpI1IJEUc!Znp3=b? zuJPVzPEyumm1uULX@Aq^)^-B)e{63)>mh**BX@`k%}Y*69_+m7Yad5^q3j7pboxhaZW?KXv6r<><4_$gqLsU{R+v^2$E!};ww zXS}L~%NorVF%R~C+@AhqhrhtRF*U&@J>mcK$I5%>RP2N$rKTipLL4QPIGY}A>}HbV z(k|)xX3H)s3Xspn_GbOApP_{xt<#$OWQM~_@Lt*AgBEtL7+hDiVd8p$FOW;!bgSH2 z$vjmov%*2!1PCW@uHwxkPA7S@=8TNX>H6AnVa3q;E;PEs6skzjHRVdEfr}ZygkYlq|VcrPfO-KI6X%L4_xw>h)?d-K^R5$5{ME zB84cW!-ei%tHWR}Dj-|6ryf#`-*?+ABA!~2&MUp7izm{tFbR0Vl+574T?~8(Qbcsi zZP=919Kr|uBt&*x>Pbt4O=fuYI{b>d@cdpgX#3MVZ2FngbrT(ae%ZY}Fv~qJh@kKX zO{CT@9Q3j)WiURqG>mb15Gktb#oVgS)hMdV&rrA)C>$6n^l_Vea`I&)8c>MQwH`gd$GopzGFH1oo_)W(fgr zk^$i9;zE!pu4lon`Q%~bkDFW8a74|O(P76qRSmN~Oi^jbqj_kK`8u)=mR*1|MF;g? zdVAu{d}!Fc>}^A<)yeMC)macf6K`ym(wPUmJ0sbr!c`~b#bi0a|J+vjucfD zpjni;H-`lm7^k9-s_;N>mxTh;)5p|2jx1B2{!pFG((iv1*m5xn``1eWU|)VNpbTmS zUMiwweckUYJR(HXe>Bq#S$=o-dRA?qK*uNK|*q8|E86Ni$rgP$Nxs z-M@muSnnK-99;H`ds9I%iQYVg+2<=-SG70v&!2B2tT}r%AOptAB2BkMq$K!zof?WI;Er z*W|#L4N=o*?I-jTWhgyjJQN^g3WzQ4n1ZQUQf@j!spVm;^WRi_E@#Ynlj(lnP`^NQ`~X0}zaS6@1b%+t zqcX*X$Irg0uOJib_5k_>&~H<6Zx3zaJ|F-R?`I5nqzQKoEHps@kVUTS3!?(9&dtHz z*7pRi(lq+Ha&k>BkI3d}30X_cB-n};`jD`qpGIjYq+B1Jg}iApbu!`q&W(?)tuhG{ zzS#~I6;8c}kYuN|G_IwHxgiytQ+a4=)S;=YM_-#eWRIW9E!Z3BNiwR_vtv^K84n;s zxyemE7To4XA}wuaT;-Mzi|~4Ckx)w0TtO2K+!(_D(kV#!eu)0|rnmlm>YU1NihH`5 zY~10rG?9xqG$^4#cV&NvM4GCL%1>B9KhYl=MPb?FUG&SOC=uqEWj;8Y%XgyzpEQ3R zi-~2d;}^h=d8`kY!9Kn44|eE5nX((+%+RBW72ZD=A|-2^;%G58W9BU=OsTqC7jc@) z1!Mq1qDf>07z~U$xNHAk9zbtPf@MJxmI`jk zK5rt8t${aFnkE}5gPeX2Wz7lD6t@`=;P-ZQDGNbBfp3n*Uzr*IR$Y;{A`=D9P9t^V zHm0ag{w-IO-{OkX=cn@iE^;dXfU?3Hxb4wSP@E>7E~%pxKMb+w)nRFb%M(Rcw+Rn| zeH~8B%Z*tcK?==+iX9K=nFbMi#LU;l^T?|glSaeZ!0Pji!^PgXHIt_JIbQD_W=rDA zZ%LEyHs6$!M(5i8TmA9*fOl)PWSIzA;|)HI$Ghr-aIlQ`bq&J`O7px(lSw(fDM$GxneVYgch zIXU%egSC-FKo#~NU{D7WB&v*CTBf9+1WeEo>wBYR3eodxdMcqr3DTZppM?Zd#o@I( zCl0Q~^Dr>Nd#wk>gcD!RDrh)FL-FeIn&Z$VAF8l~mGmBKDkHavJ4tm~404<)4r+L@ zod`z*Oq(05Y0^&=5!LvinpJcaw!0@XTRB0!`L6%CDbq2T)@iue+t?!n#+YK@sl&zX zRITWkp*cAvy0M0nwf>vx`D^gx{=Clx8a`UAAld81|D=NC6x||$wS|dY$jFju?vJi; zoWfXJ_g)n%g}wgHYS~y|kuc6*gtW0)MDHr7(r^yEn724w-&0p)F*Kg-wJySI9YV+N zBV#Q$O~)9-SOWM0H;w3Z)l01a3viGR%8&81kD5}6zn50eBa@k6r|0ADQkHZtv>FjF zMy`N&X?9zc$7^!>ix;8bT&V7oXxY-!ISILe1jG76)Fh%z-T}K9N`Cn}h1xUEQ}2fR z0W9^Om*iU#0<7Jy=hu#4V%_qeR}cU}!>S$8$X>VVHo&Fc<`sBQ3aUOgZ%=nwr(L9L}tE|=UVn(()Cr~M; zHoJ_M%RmTgI;XI=#6Z@jsK3GtN0V$dNCeG$-quSe-dY(z*GN26O2$i{H`u31<(jdqd2`yW}d-A$zKl4Kps@mM<(#B--2<})`RvsO9d;ma{>aS%ZE*{Y!^z$j4(seX62 zA68cijNMs~%Ef#qEzFL|Ai5pz3JAb0r_wtR5S_F4d$WsFMU$8(9?VRxM*J3A24t(0 zk#zZK<4N3<&E)5X)`G)=6&bKgRYmtuMOiBgH<-BY1z%FR_H2UcrvMsNjl=5Ap>^l} zqqT!}(bzc5l+`YO$W7R&aO>Uj1~y{{Q4yLyOlASz* zJEqJb-kaCMh_t##K=W8UEHu*cqNr-rN|K<{*$W%ws}7NvvRdDCm{Ja&3<{FXeIu~9 z!?445*TXYhM$mZ3DCwXrXxrScbK21a#b7cN6wGoM>KO!oQ$>~2mv{^e1Ygx%Rl*?| zaqw?O6wKYMSdr`E9AvV$hQQ$*&as%b^Z1tZ>6U5#E|oy|Ac)Xq?1xnzkWT+n$I4aZ3m8dadDIXX6Wy4t4w6{?BbaTR01VY z#1g9_YVO^K$fDMyW;0qqoj#dbpAUuNKn-*$b}Ee2DGSdAsn}VmEjt6aZE2v7^mh>B z)(giM>rb$8Wem73aIU&VLeq&c)9htnvYn<#hx9Yw5deDIm-0@zLibQKEsjS=OX@yu z8Fvb#-o-*gi~Ca3Xa!werRFYHRtAXCB75rq?w^)B+ow#a50QDAOh`l=Hq+XNFHB`H zV5XP+hANDk8}nmnS`d$K>2M)CY~1@j!GVw<_9kQ%*rRyNJQ6&scuB)B0rCye!uim+ zm+eRQskh`S@@@e)5*cSm~yH9649*^U)Xa zR_28Lyu%;>oCn+8Na(DxXva?dS7yfmlETqfY^Q{Nt6c_sKJ$V6%aEtGk`}BXn%Kt$vy`J_D$Fj<*-DUUXm6d~2 z8SFa_gWLout-h7t1QMH|AL0ZIr@&tB+_!ButF?%%gtn z7GlMt z-FPXkf`1@G0u4wpA9HND3AqyISD_y!2p-5Es^eBrn$%(?>yQ~0?7^Yf|q z)OVicTC8RNUMBzoSxJ@50a6|tm_fPPQp?)()Mz>llt9%CH35&xOyUYJtGZiW8~Mt3 z*$9*tfuS7r;L*u4Or}*y!NM;;P!t`0%Rh*BZSq%4GR6@mIKZxAhUQ)ipQWz>q5H%% zyE*l?k{7W17O*k??oBBt#9;$vw-`N^LWJ9~e+jZYa?P3|**TAOgqKx%+)7!z z`1uCS*nLh?Qbf#D! zw*dl>BEf2n6&mWB9UMwkVn7Al7MQ_F!EzKw9YO-k=x_V4#1q$1P?L=8$fE~JC1s+2 zav**;UHp`V;LR~Fhp2IL1N=O_qwlEOoDo{X*B(=>p@9fy=)N&eaFmp+wJCCym&K|u z_{O+_07Fe#jK)}~P~0nbKbLNJ=XY66cXNZE9Wq?aUHlr{OPMU8y7j&(%eLWUisP9# z?X^EmTQkc?{98=jQJUt#)Ip~*dwFIWN^%#F46Vz zkkgW?IYDQVGjj+Mgw!IuXSG|@eTvT^-z|`MIuz>m4|8GRwaTGAT3iRpopIpZ&%D6V zo}1>BV`%J3Cjc~XCK?sjsv(oxFxV2W~bS9?aL{$Q?~rQyxbVDXii$ zq#G3EPlP^OLtplld`Z;e>$rbmm-giEkPYI{gkkTQZ;0)Od;os#Cd9)D%(jXG{A?J-tS0q155k!o~zfeTT&=@~F8y1A5oPrt|~#4+8W zmkMQ5%mi2jU>oWwOL5Y#avT%xLZZSalO?7%S`^3Rn`)0ROTq5u4!iH1jBr z%tcM#yklq0j4iB)C}z8lYFdfvhvRRG&*0x`f(6(juJyyz80;E86m3HPejk~iwu zrXmFx@W`y2TZbwQW+NvdDoDxROAF`l;A-_`g;IX65g@%8Tc2L{B71$9R|Qs+_Y_MC z;td01-w}#5j$p6j1YIa7kI)CJF*=Jot60RClCOYH3_A?~h{;iV9C$DOdQA@&C?OVx zgwr+ZvE8o>dj4ssOEOpsg(;bvJBY`s#I_S|Yhlj9@IP2F>Q5Q~_-$a))vAk)6<^C; z00F37$op+khOU^DsAbxP&wiREbVk_MRw8MXu>&<}(sMf=VKb9)Kgy4- z0~3b1Vvw`i94<5s2fD|L7NG8yHG29JSKos+OQdPqcp;ta4dLQ^s5_%(aw=;3edO`^ zqWf@c@}lk3=B%5uk~3PwZ`J`3vgLf@+T@?=a9lV5K;3r@ntOz~(`4<*xJc>84#Fh^ z*5cUz(Ui%YO#9NCo#155qbX3ZV_=kIrCv!tywdG7_$wRSaQ=_Bv(4D5e&icmIxPm9 z{re{KFCL>mGcLnUr7}5NNRVmTBXD0{$fD&=&p0{*GjP0dLfWGzc**?u@xz%R;{yYB zmd8gHS4&DJrU1k%YXbwp%PLEa2}hr zUs#b}h#a?HWt>t-k#*WvLay-re^qL?+;`Z^%*xA|nRkiWM`g~J|8Z)`u8v+4ugNW|uFiWe%wYWTF&29d#7l0G6 zyXNC@1FP+{YZoZ#^oXxFQYHB))sia4Cfy(iB2hnT6-rwfcP-KEcxTTn15L{O=N=@j z&`_4xFx$3jLi*es&0qa>9n=_$XJt=Ic1US&0htDciFkELAyT~t0+4{6 z7P$~LuCw_~T(Dqpp+A^id{}3A1SR zeNB9ttBME{iE%t4_Wk7#QkYx-FL+_R_@vh>-nU_9g8Y**CUL3hiwvD2KR3(eL+{nB zQm2Ir&ID=j4Pv}dxl*IB%m_X@3)EXA^jyIG0)^nf+jzcxa@)Pcgv59Zx8q#FW_&HC z{?AB{X=Y=I6AxZ#R4V;EVL9_fn8AYkXPpFtFNamqkdN;|d5M zH5Q7#Y>n9|uJ3+|W_gY}=-E^>4bPTu{WT{(ns{ncxal!?NV3{dA62hduMjJGR-sH( zrhxR)FA&`q$eJM^JN%M^CxSL<5(skbEtqEZu1PriYK;!qRd`t%r8USgca0mHl45e$ zHkht_A2*XHfz;kSrKx_Kta$dqZHD=~np)XJ!Vdm0F*e`w zJ}mo|5q)ngpB3$X@b0dB&hnLpWI188&7p3|1;}ld1Wh+rAax)vVEiZX)=9sjm~Oo? zfJ_yfcm+1K9$~8I7>$!51J>p2srAUyClX1@IaGVrYllC?^T6eyD%N$k))Te}QI1bU zG7S;Ed%RU8Nc!=2^f_#ZXp(&c2oS5na7kEW;K@U?=h-+vHBiA*j;z?gd2?<7)YUW= zUyR9VxM9MS0SDW7SH^|Pqv-6;#HM71p{LKiW7B~$H%Lti@54c49GoLIFjfbwX0e`_*w6-qx6FN(KF4?#s3lVB#b8%^EcpQur~%s zmGA-l+&;+|;^R=01q1z1s*{M*ZeLsJ>r4}gy&63`pu{~nwVLYJFuSipb(^mw-L-I)1l9V-Z0ACp@1&q!C=&+i))IDl?9 z;BJg&7^20>8dl4ZiAdGMm}+KoY4|B2azuGSUVKJQ-Is&WA7%}JkLVyhDo>+l2c89{ z1h&*+!k39(52N`_ZH#-tT3yh2d{KFNAx}aOKkj#JJ=VyQuoYlRr_roLMI-R|VFJ3D z$w?R?;+Kqd!_6Brxt*-SUS|P{tj*fag&(A&!6!{0lKs4?`K<072Xi6ZgK*?6E?#JK ze8O{c_HOLN_vZ^q5%K0|1owQL<0O4B@C) zaiI(Qk2e+ZUZ3shl_i=cl+~t6oU>X7L=G?UjBFO_@Go6slgS=+AMr15L8Y^M_NXQB zgrAJaL|r^1b&FpoKoGb3*lkwlHOhsh*cC#GLP-KGAE7VJ5ByP%+L{4UI1Vy3CFgEc|CiJ$L?i6z+&YN+Xp@6T)|&~64Bsu z{@i2@&^w&QSO$qmUuVlZQf#2W&``FvIhP0srqkVGykuQhYY_!)j3(VLG86ji}+p z{#EeYd4~-!f96H@_!qOPbLF|iEMtD!Fa+5^7hUzN^R7jWIQ#5*)YGLlhN`rq<96}c zDq{cTcD#BJb+b-$1rtT4EW}f>0bfov$sM=5`5d)Veioq+_q`|Cj8gi?BHY#BiE`Td z$x_KzV>tnVL>4jDha(pLTIxjQCLGgiZcCjsabw zzUwL%1^{8(6e}`?!Bt>76NDn^B&sadAxpQB0j8=$iIkbu9f@s&d3mEk0ThqtB=cz_ zyIiDDc-VeZD?=);Y}l+cR=!Q&G8TMIJ$f&3L&Ll))N#~+oy_yXtKjH@Lqs zwv7vzcewwADZvO&tw^dQC7WNWDRuU@sAd?H%5@f#$mE&hvp*sfRH*>wNycA~r^}s< zV^&xwu+O0`znJMeCTF^$^w*jHnYNm zzF)|IT**bCLvY7|nw4hQ8PbIO+2n{W)mcz&{F%$@t7Rp+QVW}CacTIm8tT9H-Zu41 zjcpv*oa;grh(%GQ6eA6?iOR)WGr@(a(2X}^wm^V5etgk?-j;;7Ur71*#?*=A`kHKK`C-VgtulbV#!o0108Kf1{;V@ZZu_-R+`K&cE~LCee6VP z@Fu-*ME(zw&6d-yPM!^2~)5-+?45^en$XWw*A!g#pRdk#P?1TTOc# zwui?!Owkj6Q-5JJAHIEt-1zxmAcsw*zwJgDMO97J+0vY3j$mcq`i@3GI z1;vX!+o(P|ba=Y==6=>01GY^%rtNepc$sqcg#3+Rsx%W34a zRd6^}mLxe=&EE?}tiLT}_MbfMRTj9PUiIwltF^E(qU{8H*BS;SXc^f3?{EAp5OuBpxr; z-Q8U(w<{eDE$vSF+@~<1u{}D$?$v+e7C%yFWmToq3fVwiP|_fdi!?Xl`OiRKkd;`C zY1*u6o*F+>4AP>rC0+qZ4$Rvkr!|4u-ygY>gCvFK&Jq0A$^=$-+a9Wm9*jE)r z7~78InWeiRqYWHs#2rB;#0woWZyb}CI^Gij*&xMwu9RiL=4=0M`EN_gH!0uAuChgg2T5qstw;V_+L9mv4lygFAMXg~F@HYqj$zg5-^1Xuq& znC=oXAb@EXR#*|8j4~RF3+OS2tumfxH!Uhmi6Hbp+6PjO zn*nHJkJ|7RC}Iob#p(@w90CzQNU>=Qp?waCZJN^nB1Ucl)=0<{wE&w zmUsO)Yv%TVD7iA;gFWcmq5iZ+`Z9)_;jVDouP@ajVE*8hqW+xU$2KNj>R-dfX(3TD zr^%%C3M?qViEA6qhuEEN#~bhUpC?l;-LXpLw{4#c*3;`YwbRYONx8M6zuKAc#Zwa} z`SZkDI45KQ03aOwO7wHSvJ-bx)7OQ1GQ?IfhQ!|UwikKJAJ$_zU3+Ea|4Lov`|7=M zq(cyw(hrmA`q_2TU?nWN_`Znl`>W$x`JLi81KwZg&)sW^-H{nzNVnhjEw1kw9v=#; zLG~*GMf?<1E`=n=IW`qaYw0nO-W&d%@c$E(_TFQjyoZYNR)3l zSu&PkLjDbTdUm$AT%~2c-gu_R7xGsyrrr0VfcZ3fY6A+U-46@?KaWJ8+X|V?$Zrr) zdlTQ+uHrT<9(21rrP0Y9P|?f=87kq`W^!Av8^)x2iLLe~Lbm*b-tUDhTVA!S>dnRF ztL=N(0eAqH)d?B5!;XqMmV>`%%HWp{!;9f&YH&5z{6H(^BiG<7)0KMXMCzfsiPwN$WQVd%F8fxc*Zlc6`TN69Y%6#ya8AT{`c(Fl$K0RiHPy z{@GZRrG~gEZ_Q?l2IUd#_S-Kd9ZJclC5NHSq)i0d^r=hI>z!QsW8{7H4cE<*Lz!~A|$G? zaw|6=fyv5rGY<@-uDjv>CESN|Ad_)s!YrMLDB$f^ySa{d8&?gsqM-1+$^oU*2j@vC z7wfM>8vX7fWTc_YlucaAPXn#RU!B(9xi_Uz9~9AoL+a(s&&aQ?TF))o4O8>ev5B+l zzB?RVxWO^_xsAvJL{bY>e6OuwarbuR3l)f-X>k7@LpH%b_-g#RiNk=nZ9R*aN38#L z=6vHor65i+=Z#9=(=}>M$U}D7s`=h_ebL+5+xPVafbShY8xTs_2J{QWc-fs4V4wcR zs{#el5r_);|Eq#^KA#?wnViV>_V(Y;RX?NjoAwu&PA_<#`N*clWQ!RDvzny|v!r%g zHsm7o8D;nK-AGGz!NG4PviQG3o2fFK^~G)J^TO6k(K34%VJVmGT7>*zY5TbE@qM!v zD~L$2rXoIt3y8GYaYb$!fwP{nawJds#oJtA>~>SGeb_w;Zr2IdCH}Mo3#^ETS$j$irzh>W}~i%hmm?kwp~ak5^6rf!kTu%Lh{JwZJmPna4l9 z_T;~k4K6cu1^Nz(U}P>ECoqVM0-Pu^itSR%a2Z900$!wy04U(t?5q+>y5eRpKN_ zFW$Yd(GzrULB7mRMM14#5f+_OYpfXAd;TPS2%x1}>m<%@4;quVToy6eX!vtS6 zbzC?^@cpj@$9FQJioke>R%s0rJ>O`_&0 z+?YFCo|YMZMs)?jhx6Fr`9^FO9X&;G8T*>gj&L?dPwjn_CB-bEKIFX&B`2GVdpHVqu!On9 z=<9j*Hdq|gMo;U>359ZjqS>SI^Nz6Ug~5F0!@`Y z?;HJi(vldGPI*6=wWHny=qR^p=_O3 zC*DPk48LoB1ipy!hkIw;2q)GWYo#t1!udLctai=Csuo@KdCZV363?0I{H_J3Ohp$z zTD*|TgIhrd0YpoK<(pWS7g=1TgVcc?T?Y-6Pi$?((2+j2z7kfj##Js}5i7rUKKk_hEH(T!bXqpjT8<8g91` zkH>t#?*`$laofrE^zF@qN=C&lmkr)|S^bsRWelA1Zuv3mL8<~c`hDHH@!lx`%LenoV?ed-URicEw23jBhgUCV$^{K^pq+JQW(BCgfs<4X#3mWyl=d+ zT!RAytVSePkp!Qutj;CBRJB0(LPnj8Tb}}1vaH&tP?^{nYjo6F{KShjk zsf7+0Bbm3hj@25KjjRkzbo;nB@=sSlW}EU1b9pi*w=Nh{VZ}N3&bB20#?PqM73KrJ z&@~MO@jlI^%(=(_0jyE1U8rXqza*&Q$M z`ly@i!mU2f)yyw>cizlh&)};h_c{0?E%kX@5r&<&`ZxbkHvP(LdetaT#k|k+u)i11~^tRtT#3Tr|zi zi*v!9fRssy*0Tu*e!kRTUA#9Pe<$1{dDUBhX9ec1<}A>e@N0HN(K-X@gJP-}7ytl; z$0OnmUO!Vqt`sq!Z&?0&5O&eG6&^r9O($e+%ar~k{@e=*eVltrRX)<0|A7g@`fe;Ci-*BnMf( zb8MrU!uMNX=oZGu<>hEqdMiX4GHRrL$WtA3rkKb_{P9nHyf1I`o^xtE>ti3++m(7n ze_o`C{I z@6PtFEDCr5G9m5}n7oBKvgJ8xIyv#sZqaUZAWRTX3WnK+Q-dY*pNLN*It5))9GEJD zVR*3XZziZlwAoIJEsL|ZMVqph*T0Fzu`FlSRyIUTSM&CLmNQx`ZK+uLf(oR${vTm% z@COVKepLW1)z5$Z1e}r^{Nq+wAPt2|{22eYF?M1run~wV!;k5v9|XSEhLxS)tUFq`5R>^( z&(k9Gt4G0wE`dA~JL$da{>xMc=Y5!${-PNdHhm7m>y83Sm)CsvS9VW~djzHbV<#&* zpjN~P$R;aqbG|MJ+7zzD-wIm{TrtSmn}7oVuroT>U`e*Um*Xh{deJx(F>lUAaUK7( zVQ4uV{?KZ9m#01=<8gs2YJv@R5)dT8<>6{hrg%AaJUVAkSdP9>Ej1E0QdawZl!0a*M*Cu zwa(PgvwzTJfy(XUNU;cYts=d$TT&3BUUJI??ycYeP4qu1^ ziB^vk)=A^a^7JW4nSl>HrS!Oa3@uFn@@qAhnqIVVuEhw2#7Ag65s-tIHN){9aH z-jaB~h~60-#b9AyWQIE%r79E%-R>*J)5FCx=8?I)yIb8$O~ts}?!sndWL*8p@t>TWv^$$8{i%Y;H5drK z;ngLyhxc{5DUja8X8p0}ZT^tRi!#R1ai6j+E`9rJbs@@ z_lM)I6Z0QA$_wIu;QyYkF&xzRSTJg0nV?oyJrk`;+lX2fiU|@KR2zChOrsN1_0#2P z*R}aO@bL@f26cEi7?|SUeriiig1 z`t`2OfBGm`@J6DQ$TctPy(kkus<&g#0?-ROjfPMvR7 zE0K`eaJnRPZIz)2STinV1r?U$$HvM8MsdlU#-vMdz8}W6PxZygZbw15Njiy)W^14| zVyCN@F8-`2f9SAAZIQQ8W6rKjm{9h^S8meY?Tc*YaNz@ZHgDzM(nb=50e+ot4R>9P zr004zH=oxJGIzZL&NSY~j{1>IX{moH;pt05qStt8d{>IhJ365O0#gAp9~Ds@xt4;- z99A319KQV`iswJE#}hS0CEB3S{3+4P{O)rhfNq5 zgFZPaBRu{6{3l9rV>#IxY;N2ypO^^+lBn!(Sqk?gRIq1^IswKYnC_y$wWt^SRwg0Y z$BRz|t6ELs*?bd11!)-BhzF;$%fnn70j7DJb;3G1DwQ1W9IMjzuGviq02Bu)g3k|A-UUFw>zM5@} z#+CK>!o()36L&q^EcbOWdhlnfVWODShszdY9rIi3QG#vwUR&ax0+Al_rz%x?79JQ( z!zsH`mZ~G3cnfk z0tgw8&DeI2UD3B&lk*!7KU+0Rtrg2YI+rxa(v_~p2AvIv%_s)cyk=yAaySS2H6v_= zsTHazLW>G9si;mp(yX1FcVP>giVY7chIqandpklMND4fuMj>=~R@vZCWA1)ltJ%rE z*C@{_$yJ}Eixa!79R$N(;}F9*nK6$P>9_5SA1b|-4OPm+LKMPBGY^SnYSh|$ylvl_?zdD-l> zWcTbWOfUe<;C!)cc40yIC+Ft!>dOB6%lq+a16|U=xvwKve>R851HjuAGn$Kzl5fu( z!#|b#Q+|Z`b2={clVO3yW)=E$u~J~Y(fqxe1@+nk_a7A~_}UTK{5??$skjI)c1;w{Y;_5VC3DVC;O0rN4wWR-@}d#|*ceA0@jB$FMHw04K_ED;%Z_Hy zjSNFsQfGoMF_wCT1$0YE^Wt=#eF<8@&p_6v8vc_kQ4}po9#jXz=I^&&V@BQeoku(@ zdaf6TiQ!10%<|o((cwcIl>5&SyYgyJh>+SVr8|?|yBTD5k4*khH{kmZ^cLurbBI4Odh+AMOv)oC@XGh0{%n znvvFvbjEHb3D=z{^GjP&5b2}W#CyuwZZzh!^S92Zormnlq#wE=J_b*fQbamxFVWU- zf2Zc>2OuSbLX+K^6}+d84pBx%hJx1f{hvZ`F7p(rkmutx$}QFS>PJF=@9m*t6dnsS zB|kbR7nPD4A8J$D)>_NfCJ&D(-nPi`oNxmGise=X%vmBT07I40avPO( z36X0sbJUXpzH$g+9#xgHPQiSTz&x8PdKwY}z8)QFVwwJFkU=Cb(*uDBT%MJcUS0?~ zB0RU=b(1^q+9R~URfDXKf39#M=?Ud-hE#2Qmhf2NAU;H0N|SE|vG)QR}PBSkKn z!)KmF5A~VI(Os}&o|lHWF&{&mMS7fuc#pcO(6n$i8L5gMVQZ6;tv^y-uKN=6&@apvfS^WsT!h0!20flS^dyXJe3MMWE*Ovj^uT3Z4YhfWSnp{ zuGrrC5p;F*sTA1`78~NBD#)`|Z-FQvDekvAVOFg7$HFukGh~*_Q_&K@#5{36d0nc^ z&lAr(X*X5*ni5>)wGdl``?Li!z+k`*v2otKt3&YqlhuoYE8mYyndg!{t*LPn)^7a* zk*`T@ovJE;55R;uZ>!0aNM+cz?dbXAQM>xfFp0+0B`%;l2`==@=nzq*pm7Xp#W1@| zTzmlonDb{m=RwyX3ccXr(>r2&lo=@(w^Wi!*$;t?dK2i*%VO4VgDl@RBXdI?ps=x8 z4a+ybmX-StMF9^_Wa`L&nR#%PiIx6vM^;m5id!Ey@RlSr7`CaSn& z|AHJr4Ff?biHQZyRzH8r>^_D`v(+)!>_rrES%GmM#)SILdjF!6r7T;b&_q4Sw-Rx; z#D=MqxIx^o5{#Ky^7+w)FBObQclU?Km;lh-U&49osrYnNt>z|L1kH)zd_EJXfIF<2aCCL?62H&9u&vkE zd0N8yRJcG@DHiJEX}pD8Ihc@Rz77l8j_oNWN60id!UTH?k##Y{~CX-8F<&$ z^C3tb?yvj-(P1o*o`N^$iVfxejy-;Amp-p{o6#h`N15_YW;r|#{ZQXyE7%x zYX(l|OY|*6?9{2BA$e$jB){Q7!ol~)Qg4bT?(FA(OioT#-M55>!n3olk6|W2V29zN z&_LjgRW<~*Lczgt7rlY}<0LTGDLOOr7YfadptWnWVCb~x;#yc}a<)~+W_RIl$ z&&5$I|Dxd(N#~||MN0e8I65~C%QUIVazYH9vRlv}OP{Hs4CA){NZV!Kkuq!@5kC|I z(u-81diEf;!%X`r8#am4`u9OAOBE5DL+(8ytx{NZo9V${_!U>-OaJp(-XG!L#7p;H zbQ+PG5aMoyuile(gG#L?;A>@=i|XBkS|=AIEiWhz3ZaX{*9RX2dzeZV+$h z%(^t?OBKmDy8HV(;iS6}rNBL98SdAc7Xg63_>~L>*xViyt0TYgY5lG-rR(qKsYUtE ziBT20`JNh&a68c0E4fU_#F$V9w~Jxwi*fQIZ;dU^mU?6 zB$}LrBDI`bzgqEDj&?w);^NfZoDPtwW|bI|sEWfWcwry1QoKj5P@E@YtX4&tx%trWKjD(E8UDL}V|ZUT<<^joSH5Mw(o zxrn}=^@)olY^-hE!NTwl_ok~ezx&NexnP+nHtcY1llazArMEafF?b86zLm*jseh$y zAp(};Ss!lz3u^h3jgbf6P<56Yms4EBxACf*$4vt9^@0pZu)D4AbcYO2nAwj2KZU9sU!Lw_0Ssgap|CcZuEb`yjQN+V(o=O$4s?gI}PDy`dRRK zLtCLCcaIJF1BWxibY)RHo=j#4t8X^zd%_=4<5L|Fi=~NS;Lcl$bniysaah3(^wltI zXY4C9EtS?Ke&pV;(96Vkk)j@xF9=>{Ig&pMU3Pku`h%H6S3jihF}vP{ew?7=UxKlT zo~gz{F4yMZnX^aVAFg%C(|iXO*X84>=zsz=Bi)(TbYY1c`1iv})PKApO!1;y9f)t= zT1xMoPqG*;ThJ0Q(Bg;fR#LI@hUcFkcam*#emLWWs;p8d2iM|7N80q)OU0|cDC_p~ zdZ-rW@B8ieDm|0DgLa~7e901=hjG1`~%#yD}+v^}kym&9Ds(CBKUs z%t`ESP1asqq!*de+^pc6s8k|S4%N3k$Z0JwVeUP&cQ8^coyrf?k2jZ%C-$;Aql16x zFaw0s9+3bF7}>B(!c<5)gmWsIGfDxcI*5Zj2vC4t(esh(2=$_(uTEq;AGTcO@Br^x zCFCxYO;7A2ek{yFmYM=`oVBBOrc1XxtAB}uFu`a>Mlu8IpocM);3eS12;+2UA;C*} znv^Q>3qD&4y&b6axte>hV`Ns4E+M2%e|$otp|}Hy*tqY=aaCPnIy7nwt7QpR#~}fXmxk72i&iVGKw> zGih90oIMeRaQ6n(e^nrt_~Ihw-85+2T8`6KQrm^D9)mP^;BE0A`Un=rgb0A*w**ax z$@ExI85U!;{t>CTs4bPY<4}8uGmyXx-GjYVwgK7k8Yg-~+x*<{M$3+WtWl{F?_5NCsSD!blXU>7h1(Smn)`?tgXJ$ zzq=&EUQjeJP?sZ$jS|%|Ei=T`dkr_Hw%ROfTn^j|mBkp1PA(0hlsaLpQ4CLFxwUiX zdpo2y!@l<=xPBLZPmV(;3C^IrfdVXSM2QvRqhLi#@zRc{G#IA!RtIcqbtrf(0Ra9X z=EgerIqg;E@RZkIBFW~ryaHvAesOb6Sh+w996^(AqAL>#^;zpa(w6?RFM=u_LcV{u z0ScT|4$h07d_Ve92+!Xi4!OCRC4$L>m}~wR<)Z-L%?2;8_skwAuD6%=hb=juOf$1|_h4-5*c^Eu7z1b#xYng-hK?p=5As&=? ze1R9!cTFXqG9*&#e&GET9M8~9^tQjM-KVh{`4Wa>__8rnjyi=1P(jm7t^0FP`DCxZ zqa-0UP_;JH&m}@bTLEjPKrx9(~8qlRplulUm>c!#Hq`SqreJEFnj_m9F z!<#c&TYXd|_?x1ypMg2v_mRW?=PiVZ#0t!Z9&_nLey<}|smOz|Tt)Ik6?|p@3O69- z3^RaFOa`#<17aP?$;u8;f@#bbSH$^V&+~En7`JntcY(i}F?i{pq8!J}w(axaQS)W5 zl4wI+Z?!-Xi?a zuyM1zni_tn%Wm_hh&_#$R_k#&99*n81Y{20`MPgZ)l6HS7~k^i8sa99O;c8C_ehGH zGGj8d1T0E- zoqmu>o|oI8r{7GYS=WV7V6U(r7REiKOEt5rl$4Y#rgHqCfY*iep^r`fvB3X-f>OzE z7^h2h2oT1oq`Z8Xiei^s3?vruP1@~#YYGhh$iZ`VadCn0lXi~h%jQ4dmZ?|e$!80G z>@pxd3ZVx4fQa4jSi(qlmhw%jhrhz8mOhc=1WLcJfL`?pezwR$Zz=$AFrb~~hTG-%KrZr!Cw2DAk{UhC zTJMp3eVLPA=n{PQ%ce6x*f-N`3R&Udcmz=2n)?8`ddkCNY<5wEQ*acZZm_B=lNd1PSAGH08yIvyR9CT@B{( zuW4{al~t>#FA@BLf}cNRIs_Id&uS`1AWsloDC79+L@Z5nc;+I8>jG6Yc{^->nk=#xoFA;Q$dc#WN2>p9di6$RBqh6IUClR8a@Lx02n$GIox#aUR)Yc5+V|(=Fw8bKG<_hgnejJi$#MD~*Ckc$ zMJwhCKw*s&q6ue~t~a^~e5N0_$&%+%3zoMfp^H9XU4Gxx`7Wiq=Rp!@5Ur#ZB^A1{ z)9SgF9vt+x;FxP(X|ODcs=mZQE8kJM8xrMz9FrPxsDtyZJhd8yFIvO9yi`E>!Y!1C z;+B;Ssq_5(6C3BXhCNr7&RjuUfChWe(Mmv&CV=s(N??d^#1MdB-;y7qOathCJ~ySw%cjp*w2_#ley>V1 zlXoG4Y;pGaK@;c5YPbj2r|O7HSFenBW2s7SFF9Xbklr3?UFN_=vxcu{OI`2(Jd1-x zfJ}E6!b@2hMobMqMKY@TFV^jqC{~3)7h@LpO5RO@md~Rn4jSVP1B8G0gHqKh;hWI2 zdbWSd74pj&v6ZtNt>le;p6A)Mh=T$O=uuNKY@)3tWv^Z~j&e_I+*ZlK8>kVZvPjn) zOr^T0(~%2i;d|~_Ws6io<(HLsj_KfC$`U!TdidI<*utzhn6d0~du*4oRGpM=DUhOF zfvSXV+>iO@NQsHu*N;h!3Nh*%;-=zD4v+Nj1L8~}xJE5PmcEECE}`@ob-(k`0}nKl z9fO!q-&fmm({U{GlO00G91MNyoHAi-V?Am%7Z2YRn+(K00{RG#*#^XT;8Sy@tKgW+ z)0%FSv5NO-QhLe_C35fD*)lTA4N@I0=`}%JuK_cBqbD%#=06LAyW@F_wN?%yV&dF8 zzr^W-iOiQVQ!KG55yR4+PtWFNK|23I{{ zMt*#^%!xeU1kw?1>e7Ywc_YlG+|jWy@K}NcgYQlADR|}35;LEIl*Pk##G;!RLhM8e z8#ZbxLRqJYU@GUhg6}DCP83qEjqus*;XX4wij>@~@e_3p5XO}E8lLj<`d1+nDx0;Y z9=H5qIJLc8F<76%6KF>S;9)L6seZrS-Vku(AzxdD@%Ma9$qEqMm)mPDSt5) z0WWsA&ZOpi$`Osya>7d(M|iJ7+fs=kab7T7IXQv{WT<17zddnQ_RwxQsu$VVSBOdJZuwE!E%C4XL0zmULUQh z_}2Tl^Pdz{k1KZv+@WJZbd1Pn^{q8R(d_70C z;SYaGEng+_3O=gA1qT~mv|=8+pnQaaf{Vss+;vPr!kb}YN5|1HOR1OAo?I@JcHoHi z`vj+ko?<>CJp+wiRO8wf#`y;yCos=l`x;O;iJ}4Ngn4%?9eNL<;zes6IEl)ZriXMy zW4E@WBa6=Qv>&MVHagkdPG~@{S~3Gy+D}bxMDTz`Up5jdE_YPQ?A1(_a+BM4Mm=N7DXbw~DByF#zG7yeioSX{9r#HgX5JV+Thc(r1rLsgAKwBIkDwXdj9Z=Jxv?8^BW?S7tdJhz__1RL)D}@;ylROcYjPbr zu;ZiZm<%J9Yf3fx9v--yHxSTx3_6yv_ykx~2s${V*1SQljt7?}t(_Q6lJY01^l9)9 zg2O;6u2~ib2jq+Kw9}<&SY28Z-Mg$r`fJUKh|V6}HDg<j zRL7Ie-i&;F2vK`A>oxMWCT3U9Zbz#E>{d$Lf*VKtI0!%?@a7O^{r$W*_4sJ)^Kms_yYHk$kD7Mp1A23({6!14L^ISGCVC-*-#y zZV9(yalAZX0Q7H5n(Zn}`aYE~-C^0+ZD;m%aO$UvOLZnNU1gS}Ykgt)OGp1I@`D2M z7jw$k+Y+A+h+hbnmY0pj(>N^VOXs`vLQ4Zk zyssh#2@mJJzjrFY5Cd=+w1V;3%r+q)WzL5c2s)q5@$+Wjp^pa-rE zFPxR$Fl@>b;#EOomB}H9Gto?8)f?Qzk)vV`85foh#|fu<3cSVIT{}?0P94{{q|*lh zmZk2cgytBb1Q^71#;~HW;MU9hQLGpLo@#ZnTdA1$yA7=7AI@Y8q?t-xzDZ2%Z=SS9 zMTvW}LWfJ^`>0}j0dHu-hC7z%d@majj$4?G46{bpZU5G5eA8x&Fw6K0ov&QJUVe5Q zW4c5ibvMjV7<{6oX=q$h1Mr{F2x~{CCop9(T1P%z&^{-)*?BM%PXr~<{ncG(={HQllL$U0$axM$I<~j< z8^sc#mA!v0Q6!w8L-B82FkVZ2!*0REEGN2g5$n&?tQ2Sg81Wyf17)QgS3Oa+^uEPo z!-K^u^ym2smv73f;w8xHXIAyl^BE~D3al^i%Rb}As;Z0Ct9u&`pfIseDSfp5mbj?J zB4S&GfP~h#2 zK<=-$dl~f3_pmxWuF=BUwsQv}(9#Hib0S zG&aO>T|v#2Fu7`%u6v21iAtydWMHazsdY}!`$#yz|K8^$|5al3pw!|B{P*>XZzKq` zBesh(R_VV>L}FcPT`Vt$PV4#U=N!XlQJA3+ejN%u+Ty!s!+125 zR({;8?M{$$<-Lyf@M$yDLy3VSvV)97$}_!O1trH!)x=_cB1C@|%zXc7owxOZ^{voc zJiEfjJZ>@;t#_ssNnjec*lg_P*Wn(zHJ*19def%Xm^7R2Kd6*C4My$x^j^d_Kk9UJw6Zge4?P$mEv%J`fy+@W>sX8Jivho31z1j32WnGMsJ|WIY z+vN>O6y3`t*i5y4bxWCaPOBSfjcvOX8eru~7Z=~N^RnPW`Q7!#ce^7L)iY(Y?F*o; zt+8>dd6l6tXiJ4Vn7o6z7Y*Pt$>wDLxQSDLjdb9`M4tursunWZac5{~m<}p~sX}Sx zMQToE%Qs!;Jf9TP*L>gM?5L>qHJ-m-Y4GYf`Z8(A00Uzpdd2H(W~Im})2(M#y{nG` zSI@J%IaGb-aA^$7`~EGmqvFws8pG~Q-;n$A1(HCepI#C+l)9wRyPgWJB*d-inMwfZ z+*7>kxsYzgx}Lx4j(l8M2fvNX-TPYIhi*wtwE$g@rljKZ(|*eB&@`3&s#yqY)aR-Mk7j9XLwlUhq3&!h?t}9E|RQG0T5}r z9xO0rL#Xc>o$JYV7AF_V4g*GCw+GM~swW5H)UiUubh}6N$TKPb20zUrR3*9~r`)eopO)d;HHm@0Ar(1o>f<}6TCc>tI23u=D}D7Un<+0SziIf~2BCty^9u}qn59Hmx~EX(p9e}M?e zkiZvuOZ6E5U|eeuH{Z#WFSp)g#t_L6BUcwh=+`*_^ z(?H3#cxPrhP+r^hu!kR5)OO%1)q4P6UJTFk&ry^NvO%pd`wzYT?lBTfG}=&L+m=aA zl0A1>7#QN+gPRwj`UZ>QKzn0O6*JFDWiF{!v`Yz6wis1g&OW`j<=C)l%*qkBhCfY# zD4H8UU|jN0`n5nq3h&ws^A{1f>U?o^c?3;-o7>fPCy@^Nm6_G-6CwV{^A&e`l*5Cl zRV#1(9c&`AoS`9qJ4@dpG=9SFd-}32gcnv~zn){0RYY?UBk->G7}|mC)4B`w+)jeD z)=i2Fi`Va3@ZuK7wiT|9V6P#0Df~$wViJu*#q#+O4okn2&377D{kU`Hw4(T-Q_pVRd<2 zI`eBF;Xy&qHr7Lh=a`T`Jjf%u%UBx)$aTHSpt=lg9F;P$zN_v^&~T)R#s_86+NhS$*S6s_8 zH7zHiJlfHLiqTI01s|Z;?WCfgR(p99C;{A^gNc*Tr`zG@N{joi=lMZ`7bmdB0wmIP zIO`(d^Y(KH;uKgdruufUUfHDhytLMAKE6esBu;}4f%LEoe#QwsF>k(lDf`Hh%=U#W&&lKh;pb_V~=qb$G-+(~j;hN8F#Y-vSx+ z79UQo6~`kLt9cFjMTOqTV$yB`b!WceFGz|1y1mB##WXb?W=WttzFpoCm!O@}_%uaC zyrZe|eIqrF?TpU+i(+y~_-K=L?mtW~^%bzeRZ;B~2;Hg=nsMEWnw-g>wjah1I2d0U z<$A1dXnOYI;$?6pD9)o4&&tw8MWIfU@p8NKm)PNgm!c_PP5#HI|MdN>Q&geYi6jV`{-s3r{V#Ut2HYr2qQ!o%g|bWx zGNUNaZ|-W7**}6dEEgDre$OwjPc(04NFlVQyqKY&!9N_g(Gp~c6a!*rEqq(F-yY|S z!jK37mF36mS$i0V;wUFK&Fe+UT5Il_XHrL^n+;NKgK9HomzS2XqT8R|bfb;2n)FI& zxI=3$H#e*8nmr@np2uwHS=>J<%YUqnNnaHgsY@+Q zPtVNv)!~r$nlIi!uPzUKzCzz%&D%FfLaZP`fdp@JXi~2Bjw3n}r$Xa8wOO|dV6byO|MP*4TXfmeAj_f$t&zI=()uXS2Yni0-DP@sijOAwL|z!0q?ZSni$pk6aUY z38lT`<2{nsBj|}!fsg)1#@W=Um%lvT1rw3C)VVlj! z2WFiR4X3e|Rwplo!Nk~ih!RNg>S(qs*N7yRvM+3PAqPh}JB3F$aYUe;sS1cx!1>v^ zIeHHg>n8P!#2SHAr6;!+8q)fC$a;SH_+&`!A!wIn2_;cg>W&F5f(PZwy6^H~q(e)@ zH=gh|GhybyG;UlNGp@QA%sgt6dFKEiO8d9HdlWHa%HwS0{_Wu^y4(7(l0WQoaVP}P zU|9jAVGYbu7ihK*$4ieI8C4{LzHf3__ySu4<8YCzmdi` z0Ui2D->3Z;X2{e6m-3iJtqAa%FI=gPFuhp9VHHAqS8kyhu>z*jkFCJggneiDpq&<<}9{eR8fN-RdL; z-Gv5YV>drJv4alaiG4rqeE05LkdK~z54(T@9AJ%A4h>C*fM7@vveU{%?BMfFM9f$M zTVRF5Ycs9~miiPrUT^!c4z1W$^6iLYGAkAPNE;fjH28VnzP%>P>@;#2g-VE)LT5hL zy8hIC2%7?%u>)1Vf;pZtgy5qM`ybv#3^sm#-P?+XK?#Q2F+NsP3QLrh$M* zYg#|^<3@&v9PrR4(Yi!ZD73VuXl0+`JISie0=&W6k8k3X+xb_oN?`>)gXqOt(Hkiie2ZLHKxugR_ow=eD*)vo^7`AgC zFC@0lJ|AdRXDYWB+j^VlS4cujZ449?FhK}tgJ~SrISQ8#suB_i9bONEuTM9IHsw!7 zi9g%z{{=v<{Y%&7-^k|Awsss7;n6^{p-590>hIc6xYnHUQACS0BW`8C$6k9|Vi+cK zWPzMkdGywKbJ&GR_t7RJr*D_(G#8VD7ysZ<4Db{+@VS#pV&f`pr^#bg6Y8#CncFEN zl~T>9d%s1Y>~2J9?s6I)8sQSIsFBGO-&193RNf$`98a0> zooq!9Me%YH)O+$AiHrSbV8Cdv0ehfP>dk5K()COtLb{N+Os`n5?8;5h4g6ga|~P)GO4V((8rlD z&e8~@!X|xPonmDxE)IPRJYd(XhD@a`oNHPCybrhjG)S1j75Z!F1_UOxPD4)fE76}OtcD%gH7VA}@ULjj!eCs4cEW{dLW zmo@IJ30zDhWG)Pgpf0u4oKO!8APTLJY!U9-a#2lco0hTdl$gfT$7`2geZ3n?C66>b z*a7K_n@!&hk@=|gV0M(7V-rIQxmg4IT$ew408wrk$30Ny>138FcM{=N=d2VP8GTb1L{zbeli>S(VYvU0%=Kl9rI1n zY{*-m$w)%l3T+SoBGa#Va9wexIQ1IJrP^E5*PW9|B=1rNVB$f*CdyAYy@Kz5=p8nz89FqNv)FC>w#`y=?7CBt~exiRI=9S`(=6J z(&0ilZEW;kZnRR}zN9HBQv$l824BT&__hUOtVpm)e)jWg)|OX40VZ zEX_?`ph32u2`m>}eh%^A^`nZ|H&v$*AnHMIYLsx}+aRX?Yj2ISSB0C6{=In(nNpfH!b~6tNUKiJgy&{eJEeD4 z4}F^1lW^vzJ#?(<#B5MrD{2L6=Qm~u@YM1s#_u5`MMg@wnrfC~9YbQnN5b-tgPJ4` zQ9@{e2psy_3Nj?GMyRu99A65~F^d}W^lpad3uRqSZMVisW8{ABuYC>l>lwC+ zTCl&U!zt=AzZwM=7Qk5m58GYcF)W!g;t-WR9g^5CWOl)@^tD-`O7HrFUOiW*v23IGOvD;(LCXOTK z-qx-P=Wop7ikhd#bflgvuw#PyM6FUn$oA2dTcy*!8Fy>qu(6S{AOWV%(|0Tu1Mm^T znsj?JQXywdBM5U^FM1CBdXUa*JBD?`rFa+h+gf2<)bw9Enhz$)=>2^=$)d~ory>iS zMP!B7-#I+|=jLH-y@K9x=nD(mJWjUbjH`V88xl>Nu~UW1f0cC*uUbvb%zArzwn{)} zXJ>J#sZT#gm3|^i6|hf*Jo+gOK+d7AMBVfZP)_;I82iO3D(hYSuL1rf;bP#IiPVaN zZ6q;P`^UOc&fZ*^!urrPh3*P=do$qT`_Hw0h6SUp*SZ+Hb>nT@^NO6r2|yft(*0=;X90tK!%f)!P5G%G0`=0HOYa~kQj3HSbTO22bNElU)lHKzx5U7ATlezIeuKlF@WH57)~K|Ip=$U>{zVF7vu-A_Gn$i!j7nSk7aqOSIqSDfM(DQMAl5c$ zKE{{>a9Ac{n1Bi|3vv^oZ|*zM#fp8j`wJW_Z1>h^}?SmI9SbkbzJ zafg;ER*O;RUV(l0g17)N)m!?Q>qB_2h>c#)RTk&YQXQI{gLTt(zeNWvcX@}>+P zDWNxzSx$}{7BIxqQ!gLXy6#}vGxYK$|LFK>G)NHn$7!|BKIVt={#J={#bb+ z(y+u_HUePq?1|`{SVQN#Z?EfE+T`uh_P&rSyHu}vpQggtcoC5e@gjxLQZgu9?Ges` zk8SUxCyDseMt84NAeDu>kIr&=V5}gq@kd3a|+f>f@RrCbYE>MzU#eSF|070lJ^0 z)}|cq43k((Fvpd&k*4&RW(UfG%@yTCSQpF=kga zOfJb=TY{*jM^3;m0E5%u)~V9B+fF9NK)sPZd}$kBSis>*E%WwPfcD%CLs_j9K>W~W zWa<5k6Cm8-8r96_0kKM{xzqP?%A+1wDr|qZbK4SxbcSd)`nylDqn_HQb9ceID86Wo zd#78MaA9afl|ou?1gg26L2nTe?@zK;!Tn|Y3*=nY&H26#pPb6Bh!7te(9+5uURLg6 zR&H9JH(WXB6;9@s)N6PKS}|Nm-@hkXqG;PH4MxGS#$eS5&f)O4$9!&gL9 z6gEMMvc01N;*~+e!xzxUN%BEX`HE%v5gB>mLluHGNG{XodG8*aZyCvi+Nc}yD4CdiB0DyX9 z<3IR4G(!P{kyi(Ter%1z> zwnlBsTDN@ODXLBq4)}=-VH0gUSkgaK#5AB73`#K zr4N$&65Y)#iaS>rGo=g{5_SLpYI*gjbI|(BE|Hn+stj{?Y8`*lsE200x`$jBc3Gdt zusQu?x48h%Lc7{Nl;}z|-ookzR5hoz>*3>N5qQH-FZSB%x3Dwwk^g zZ;-Mek=N=z2Tr{wao$TKoI(Ob^7&r3((QeCs$Tm#$J6JqFA>u)Av-2!bPC_~EBen=!DVyCCC_=5VSU|*8IG^CK0n%;aTwHQ`>MWg z5A7t9mC7?{^3gq57rO&RV~tQ;pvxmp*5|^6L^C#*+P#AQ$fS~SOrzij_MLTJ6|<6{ zUppKlB{Pii`rLNcN{+8O0Dx~=nzsfP;~+DeEJn()XzloT;GHb#{$ryudEoNzE;#R} zZ7i5$ip@OuwKra&{(6gpvPc+hk5w~$@4jg)ftkq^u8nt<>xs4`#iTp1B#We-%F+_b zuhM)iC{ASUk|z1&C8xDtqdy%TA3yx*=755qpGZqf>+<@#H|Iyt=HA}jDOWyCpzk+s zamaENetrZp+HAl3&)6f?UY(`lacW_9Q6TPPfp=o?rqYVd&~7YH@ko=`f?$yp;83)p z(rjOW%t${}pL-7vP$(M5Ip|szR$nSPL2N?f zmT*^-!ZC{Fe+7a0xQrMbS);3meD?>r3-&KIB!4tA_KO7FmNf z)}ExqR4dd`R#D8+IH$tu4J0Dhg36{QcB;b)*`y7eXl66slBxp=e|JP5K9?)lX@3d( zBE-nVbT<5b8=!m@J8lls`I61xV9f;HV*7&|-DFp+*TH){XGr~gG+X3& zzRL3osWuK*TW;8rbFFenQDXv1O7;mxVo3^ebJ?c`_=H>a|97a)4ndkk5ptnIyxhLq zSBRKY24g8Klk>vraae9-5!8^fo#DY_>yE+x5J@49e^)gk5yGNGvtT{1BRTge-WT|6xKDOK|UFvN>6u&@Ln?e4wfAbM+esB=_R2wOH)wWrEqgiD^zxpa)i*0~VVm1M7Gp);4WlTl`z ztIm+U!l!A(J*EFZTUC0XB|U1fGF87`Cp+jd zN&@3S-|!a66_%VFDi{|i__p8x5I&y&{EuXt!+4TJ&#QI9B1&9>8|(%7t&1-VkqTKh z!+B=05*$tPg1K2{vYl;RxLCb6E$3(Y(+?WffbO%h>Ei>{4Rs4iq|WC*;5dvhwcHoD ztQAjqnVoaCF3L)KQ^$evE+S?5xIP zp(HP@uxj|H9K|9;6K-O1-HfkpMmV7fl>99}^;ksymZdvlB;T|K@c*~#4NH1371ffT zI-FZIBtDb#ehgNJ;C6qu(+&;}enLbHXlr}HjMeY@KXkoiR9wr}HM|MI-QC^YHMqM3 z5ALqP6Wk#o^OuqbC) zU#tYV1Syvcs#Hz72k?QZ8Bf0|j`mFQ_PjajT*2A*yVfUKB)nn?xo;3I$UW>f-48q; zU5;U^H$Q$gkAAOk^F>7TeR_6gD%}(r3o19Z3SQ;|g=kdRH$BcABffistRQ$W!*TYB>Y`q`V*67;C58yBRq9?;6%3F4nam*4he??0g5Q{b{4t1W1u( zm|Y(&T%=E)Bcd)5Gq@R>RJ(|vt?o>AfQ{B+LxDx&kt^QlID-LNnD*t`X>&24cjNG2$Vi}dU7RAQm^mhk~M~nHg3w>g^pB=$45bYp%G?L z-yP9jzvK_Ns!#6SZUs0t9SEeHCyym!xznGZ02?m|#%c`1n-qdgC-@QU6^K|AC&*@($^YvPC9WX#FeHXcqZ@y&A9p+U${zHI|*#QLJ=5R{tjLlo8HX+DQhbvT97 z|E8z^*Z`l>H5SOz&d1DE4F!T5F|g2YiQ7A+KDx@U+Ule6R@+`Vo!_=k?hm~E<$r!H z8-0!(hOJnDn3Z(Ee=UTxo>+=_Ha@kSYl9Z>gW4^1x(lQsI_|i#Mcopwvzmp?;B%K) zZ}-Xa@SZJE|J>pG>MUPhXq63>(Nca1=_!n04hj-)%=~X4WwBn1+h27ez6S&-w{XJc zW(xY?{^Ydn2IXQ`fwH-&^yvaU96?yIQoU$X&Qe#$mf-tS85p3u>VR=t!knh%G|z9s zWtgySlc?Xvm^XxoIm5d%xTdYM4gdMD5CFR4Wyuc6RcTyZ>sf|koox(K2Bh2zGF>m3 z6S7D=-{sYghS(ot)gvP_^pHO|vtjN#9xJK&sBuWz%Se4>9NEVoed27sKrjN!2B)c? zD9=O>^{fj$d=CkEDJFz1!$WYTERWFT*k7BLsWH?bqN7U0U5CrO|mE3;k4!!DUl;*)?R* zF#--;C=(IQ=q!PN*;LT%+xer5fBW~zC9wj6*0U2Z0RM~`10od`@HfV0V+r=g2=6l1 zqF9?|gh^V8v{@oDavN*wfBlltXFX>su8vQQ&%x5Rem(j~7e4YB|J-f~VaAdX>F5um zs7zh}hL^-D+SQrzd>0eeTm`>xOtX93LmfZq67Yb%LO+nBQ2bc-LBMFn)HPTV%;cEpD-f}i`;P|)y-42_SC+! zpz0B12U0|&?x|Ns;*yLIvvvF_xs%9{Xl*z}-V(R87FutM0ePBXVZ+CXRmCU3$5(^H zAjuAJVx}gKXQ(T%I+dL~ z{W%-88Eky1Voggjhq$$2IeKZ#y+zy02CEo>=_KCa1j(% zNKC9cU;|YidXQI64>(vi^e-=bb6eg&vp{rAx64Em<-B#rCKS1W@sZUKVVTsstet^J zf)T~lhaiw-;AS3(!?`~1%9_pt^U9P`KE{Ehz&yH(acRzjb zajSb-PK8iogAI%nfCm=p-f(?!QeXk*h_-NioiPQ6sTfh}mCBO<=N)}O_)81V5zV@h zSJm7%?+_-tVVukW!a1bNQyaHX^0f%RBUdxdq|Y2ljWkbRailo+Tr&FM`nzg;yns%s zmKOkU?>625VKt!2tY-Uo6+n-Ygz^`6et33#;Vts7FmZG5PcGN0DmKTU<7L17r5qYN%ZHZ?E#{)K zpI$7obZgsjQ56PNzm(`Iu~&x8@`qKj#3LHAYLz90r?2E^ooN~m`o9|rSodc~whVME z{CS5|H>p)4^P;}OMsdC|WFeoO@b{ZCSypOy+md;Zd;Wn$DbOp(Rp^pbZ^C4D}R*(kEhHI-$I8O)M35hO>udEpq0Gk&*k2{INpn0$W*zj8{AkC0#!`f=RV?_9ISv3ofPDN_+Tq6q^`HdZ**z=?Nm%!L+r- zl@ABrU-?Z4UH(SU{Xz9e0ML8VTIzeEE{;j0%M-<>F66s;Kl}5~ch#i4{f-~wm+h)i zR1ko%&zsj%g7d=@U$pG~Y+GnS&dYtKkisv6(lplMyhHuE^pVGis1bSPJY~=t!}5z} zaFgXl$k3JGLrQh)HGq2XI0o+gt!FFzeb{)Q9#iHTt7*FNfPHz5;`L~h3ytfSSj-{Q z#E6xc0OiPsNna*VG&mX=uKo>RVf{dC?%&)P-$ z_%6FNkaG_yc-X?=(`5k&_eyYv_fTet@s)Omk6pB&atqB1ugO8xr{?&UtNMeVK~_7cC%z>Dz_8UD z7`RU%XUxnq&L8-~I>MJ5ck&bSfJ!lI%*YZp5&+Wmvl6|}xZQzH%~IX$LQ&~*gx}pW z%bOZQT9@&kk$%(w-)E`U))M9NG^ADYFY4atuLVzEXSe0uB85A*a&hp0FE=3auvl+1 zY!~PpKLim#es=-Ip! zS*&D1f_*gsGC;mvkb`$CH5iE~ItZ>HUMqB78niV+HAND?uPE(<3RoOpC|Eo@K75}G z+UDjDwCvjTs+#xt6m`qp5_6rdSz&&51q(oZ00c~MbctAb`e?di(!-7I(otOUyU`AYPHgE ze1kY_7-1G4YX!wULH6`-*Yc!83GhU#x{YS(q3qh*?7Golgs#@10aZD>Sqn``lMh2e z%pyYWzU-cNhU|K>vf<${B!M1{H0ZE(cB{Da6?y@Uja)Z3nIqgQ&929wV|94;Ij@fa zh^LvWC-@KJI3@fK<2c><4ZPZ@50>3(=Af9=5va17Eiq>lofTgHN~^GqaKq^;1M+u+ zn4R#Jf2228rWL@T(~#|YJjc{VU+}{(jg&eo3j8tACsu4I z({z)OnM5JQVE>Mi&9vO=4NGA*{J_e_wtgdtvegF46Z-qBUbfel>+#=?+mQJ9_!~z@ zPik?$;jkF_?`sld7^oA|BCM>P^h8?WL7w>kYpWRKWT>>!Vuk!WwC*1lJ{qN*hv|R3 zg$U7b^E=If9ytFUb>qgym%xw^QCV5IwY9a2%ge9RMAD)6!63il-(wh0h>i8H&}-Sc z*zBpQs|!>q7PGRV#pSRH1Qmqr85=umN-j{kQdDJcVkFTIRs%)){^$SlPj7Su#3dyK zS5+~SQ&5ob@Ze}x=zanfU}a zXM8Y`6B-qzE(E%oQ2?Gu5FZQ-jH!+uqK^HIs<%ZL_g|-tcGVZKsp;v>qa#=@E-p|x zfIPWWR#3r!0Zdq} zI3`)WR(a9CW$|ATmRn92{&lI2EQ4sF7Fw>ykFEdf=z|Uv5@8@{pi@&*nVyUs92gk1 zYMs@_18bdBXj`vj2>+~w^)xPf!l&C~C{Wd?qRiT=D&hCHR~GZJbS&+{$WK_g9{qdpPanB08n~y*Yq?Rh)9J- zLK^4}f>Tyf@&_&NPLPi~by!ALHXtYnLW4jmxO!+>d|y9#B$EBc)+%UbX2vLD73Q+x zzq8S?yRqR9;=znM{lT!g?C{kt1sE6@*zMQwBQO~}EBYU|(LwtqA&qXOaL5(rlJ(zJ z@*oLHQeJ5D;`$LEkAi^#QJ?~YgoN~2ORMcLhO*a7{NF+D8=0C0fmVF$jT5^7qb}ra zxO>pQlZ#6Mnxt^5e`YFBf+jI714<8sIQ2;W_d{(Zt15?|l>c#KeEny0iG()#|0`@< z3gd|&>iCC#Dvflj_YK6L2k9AW?Lc=jWoh-}47ejHFCMb-E9 znVFm03Z>S@e@BSS)HN~!Pa%`wF-;`e3Ps+h_qR^SQ7(aQrhL~gBJz7d;pF7}rCm?! z`>+YMv$xm2h7o?B^xr<+HV*`0H3|Y!va()Vj^N{F4vHMNgzE{9W9RaHvw@;^Dt7sk09w|a|UJ6_+{L1a1@ z&=Z0r2`WgW)Z}F9eYa@-xyA%WqwMpy-d-{JQ-w>yxPO}3651Tg0Pz!Cn(y!Dx%;4> zh=BC_yQ5Y`MMa;Wev6weAgrc_ZewHfwhD#uuJ!MRut*T;5|Xb#0!Bthvn;aT33POH z7M7OYN?r9@JwQ~-!NEi28q?eIzfzm{b#IzhuUe$A3A(t>V&)eLJw3exh@JgQhky!L z2GrJGA8QqRRDwXtKjJ)>1z+v#1n@X*Izb#oYhp{HS8qa-tbO>`3ucj^QXHrfz;pJu)%a&YLPvQT^n>EB zO8%z@G6;&bg)5KgH(E^%l<-IWdHLaXl*I; z;{^PlenJ*$g#hJk{JniAs0&133Lvk?IR2yR|7QpMXWjn)zb{at&YAe~SttG&b;}f_ z^8YqhAo#&R{Ex82ws89c&-ogYy>Wuy^3DD^OX~Z7vukEl#8?cw( zJw1(2uqp~F;woJ%_VS2(^pSP$nU@i#F}B&_7OH?(6B|G)U$^=Z4~`(jR8Tp~tz2=`nCX?apE1 zz%2rc%R+%xB_5QObziaG7kG)`xZ8m8BCrJp+|fyh#wEwJj^GErI6(jtltNcgKKh{U ziYLInSvvWE)bRhvn<7EUiuqI*29zRm4#`kJISx+}NG+i;p$!OE8GG%}xP0NLfjEQg zE6r-Gv<p$)vjmLAc~40HqB=cYL1gwE zGnYp9C?^Ks!21Vv3=u*~YVunKM9Xwr`S~ZwQXrX-d%O3M9_Z}(&0hA}o-fg0@Y430 z?2PQILqtSy3RCJ?4+hZezGNpS2N{qa6LTcuAW1f6fdMl%`UrVH#lV2F+;L(q)(?`B zr@lt1U@Zg0iv_q-E+8h(PoF-lI>VK{UK$ibn3a^21PKQR7pZlH3@NdPt7EUAf$RIy zjagh=%*-{v;u++j{MV9iMbXSXBQwZ>8y~h-x*!JmOxD`zoo?iFsQ0t&vaOFTNvwxH zulJS)qPf;HHl;EZX*=AOvQ5K4i zAA8?dfsf#wE7yR(|LffE>tStpd|qS&{R&V;>FF9?P*Tw($c<2zyZD)jxmMy&{W54N zAmWc9*Pn7SM(YIHzD94gynqsT!+RQxFIJr`1WSTFGt{Bff~Q~PEA7epIyn83QT6o3 zgoUUOlHrd)-J-ZeDlD7>s1YKH=(Sn0zSFl}QU*(6`rV2Qjw#TfwNzF;!9=RHt~ zGUWEFkUtBf9O`w=L3PO#XjfMLSh=+PwNd|rY!Gw^2lF%PBoQyJ<)E&vv(-}($jZNa zlUwm++n6fOJb~!I*mWOh-YDJ>pYlJ#RF{H4w#K6_b%OS9$v9OSJ7O&i>YXkK4gyY$K=WzrZTkTVB84;@aLnu>iWAVI8;@F3Uk4Su}~b3XaM7 zh9G?Vmr^tSP8R>g(h3atjhh<9hiLX|M;CF4M~-fOc+~&-^}X7CZBt!+@!i*6*3MH= ziX`v`HeVPw5Y^NEyOb&joQRnyeMDD7|0FDa67C=V-9HEsOhldg4&0#3ago`*=Ln5JS<4&zPXsY5kn}Yv|fS$`f99sXoJ@$opks-3@zg?`My? zm3$2DS+h9P8MG*k5B`WWb9=n(ygYrQcff)Uk8@cG)X#OEPY*vy05MNB6(w`gP+OAu z)_(BVJ0C(uJp$?8a7zJJu-K>HH5+;CV<&AsFV%U>auesM?_tVk*ruZ5D)IyGGG5kW zF-!inS`1v^PXIArmO|(aFV`r;flB5_VaFl|{4EKknhnX9LUv%{c|}6u*7L`)5Zl;0 z)7v69)C5ENH`7itz(|r}i||0&P$F}4>376Q6SWE!t{Q8h)nB4>`maUwV(ORhJCmK zlkeNeD-N>*(--Cm1Z?InAmj-S36ITuQItD>IQbr?ah=t~1PVxL(NzWMLHauliA@uRR;zDj zO*{N8=^G&-$|!6&z(BmgW%&(+w^7=m=pIL<$K0K3R1|=V2f5SmM%P?27?7qQd0D}>ZyK=eEZP5gY3zv&9wNDdeQaan8k;Dm@r<~99-6pqusH%*~(nLvL)yV{%vGh z@`?0=MOEXJlj^a8gDdGd782A3%DI{Z1NeFhlwKt) zq>W+5uX2qG{Lo-y_eJ4Xzr%0VCJ{?@84JgV=^okTwc%X_vZ+gfhxx%YP<4NkWxR~{ z6bV+)?0(n(@9d@+;yzTyv-x~XU3NP2IE^V&_a3APJ)r2ZC@tPTp`&`+^%2e3X&EQ0 zT-(Y(Aq%zP?TzAE1IwN+8N;WkGYzdLNINDi)2*-+MMV#fs|Y%^V*;32?0E#+G4ktO zy2r$3S~a9cF1)QNc+9@(R-zl0tZor*5pfLsoCD>`0xAOyi;Q+U@U)XNd$(n#kFj4H$vf8f=TB%nR3*!6 zi4tJIR{%Ybt?y^?{7Udp-v2nx^Z4=!*lKJ>M#dD?RObzIb8qmGHZmPpmpogBw&`U& zdDl38b?^VW16K{OCu)FGP|HPyu}gyyj};{SlJuDyZDKFnZA zLU-CT!}>Gam$Gr5BUYIlYd;?mj$XaNb>z%~*WpVN&vCd#=yvCnckIGNY1yE(j|=bb zx{Z_OX3%A^BAOsB|3R36C0A!vtFA5NM=tVf2j`X76o;te0et~`OOelQS*&Uu+aUTMnSolVVt?I z5yW!Ii4|K9ldKsO2K7U<MDOL|p@7ToTp+4!^lk`G@nt1~j{ZYCiE z{LAH=WLVn;*nMT~CMeDZjJsuv8&IdY?bUw({PD)yTqI#S47T_6Z(s6o{4aI}$_^Aq zUn8X2XCVN;XV~=Hg7+(*Vzu#96?^S8YcOgWRW{KUoG^V!%P3~r%E+^rdDUqaoR6`dXYLT zZgu+pA{cMcRGp93ZcCF*5zMXECzQ3@_3XITM;EZS5X4-!ya1F!osl_HWOK@b0=HYu z&dD2GW@9$876=Glp-i9OXyf%c9a< z67DM;_ThUnMt&5Id-&Kygk`vA5)jleAyC|r7Ue3&C0EG*zMs{*j-8zqdeF7amcv;g%7Rl5s*qIUC-vXUs6$ zyKqo0iHvbbf={psM=Psxz!oG~(?9@nC(AI2Dr4J33sdFE%;A`anmMO@fntxy{JddM zcA7OgIY~qMAw$RK(85RgF$>j2gkg2C~&uiqSO@a&koxg#1Yp-s=9JgqA-d60w+ zqnX!WgXJiMXGNsWkv(tGWiGQSgg(usNR6P|!e6p(1D)^4o8f-g_Mm6E9drZtp+S#VGc1WQn15d zfu?#y?w@qu!ucAmLFhUd{;2n)nipt2j!|yDgu?fNRLP)=yn8A$_x~1KeNoHs!4BKOUr@DiNR8oznS;K*i z2e-{L{3jy`Q=q`KB>FT234YhplLd>=2bYSBNi1KPKLxfeIB^kgc2L#RNLr|CUmmoO zvKC&MX$^Rhv;|>X=((aPj@9k`kvIR&7ZFaZ|I=XC$g8+NYkIf6OV`5{k2UD?$>X8# z`Tf}Eqsnj|>B9oNh2DFLLu~>mRXH&3n_C?8eu*-z!|~zcUKZ>U-WPLhwG{;H2UB>+ z=D)$w-ze!#?S}XA+Wc(X|C<-sU#b;pb1sqmN8Uc#`kUVepcL%4eIg8iG!iCUui?Sx zd&U#<{=~vuOYC*T40yM%_-RHT9(98QGYQg7OWS(E=4Q@)erf~Hj?(82wr8w%8I>(` z&(8*1x2M`>E?8^E8NE17YNEaYXqs@n$ZVtUsI;jNkD#am({SWZwU>0U*#mnsh~033 z1KsT8p-&N(AMZ*x0w8i3>vewytWTEf65U`XnUSKqbv(iaF7Hkq*Ge+ukcrF-jo>TT zgd+91nx&MVK?z&de-~Fx<4N0A&`!J1=Ece?>aE9O+sFDK^5taGd^-i@e4t5$>c@|u zqSH9@3RF(wgx$RBMOB+=#|qQ>{?-o4rtNpZJg?2|VlhpvZ-vTYP%{SHgGV>MtxvI+ ztF{MTfqn{lO?Ye9ormofbmG2EJAI7~)Xl<))f}Vx-J*<|XS=uRD6M`cI@};et5Try zLbb5U$sajIHFeQ&*@w?i*1T^2*ShqdV6{uh=kr*tZv^MJ?+3m$E`>L190U=LTg`mN zoRP9z<%c}fk%o?>rI2m!$b#OA9*uaV#}6iYnh9Mc(Nm!@@S4@za^^KM7$&l#z^`WYp@(+d zg?5}Q=`AgnI}N15dzt~(;ct*sD5IuN3*O|#k}%gvHS!#YK&1jLW;A{8WjE4{D-pE6 zWEB>TkUr9m=FVc>Lu6qQ-R6*94Ez>Ik?^3XqC* z-;=Wz0?H&JJ729(3f=bHkJf&1)M?bm{d8P*_GQ~7wIm|y^0UDPGVR;tQpL@^)ieiP zP>iGP1BKiW_q_ci6kNkXvvF>*y>FEeF_jzlG5>Rv$T9+*EnZ02Qx@Kjyv9#bDBl*q zC^|0QkQlFV^sX?MICGkHF1zLM4VGV8Vl0>EMO+)@XM-imbKI(gR+rWzd|Zi5Ip6-m zCMb^=epqRO`hRxUA`Uk5ddsBclx(ItL@{{%2`OC{AVOnZ!W2NybFT99IeTuQ0HpmR zq>9@Cqob&iwqmw7;e=$r)?di>*LCIJ?}Nb9R^4I4KcS^I?ZXJdc_aBV;KhG_wBqUx zhR<8-2ltmOfEtPy-!Pva*(@dPeSPyEW;d3$Y-%>%YRH=>=hsPt4zJ!Rxa9~66q3kr)*bB;ds*_ zhN6Ce6c$eown(-fm;zOYm^y9br7xAHv+on@)7*HW$rCLgXpt79T$rGPfpBxe^i+{k zk?5m20(~>_WuNwJzDx#6LSoK1@0Vx})^nmvt7DwG;nXaFsk$IA9bl3T7Lg;`A_ww`a4 z&)z?!Pk$D4d)f0xO?1Bm-Ke{F%UQe}eLf-PmyL?yb0cQc1^il3 zd{HAYT-!nkbfMiogwW(&b9QnUp^Tqsvv;3Dod#n6HY|?|KcSc4T+PcG1?J2 zHCLFw%{7-*f`17=yq-J~1zzyGkI!)H3|6=)h%Zsw3xCXS$V9ce3eV-;rh(v_amx?r zNW>4s#1ly$`0#j(@IRHHSu!V~h`wcOG~G`g-X6U5R$U7@8$iOp5P~ewx0ZfIq=|_) zfdjPNFrPmZOP&$4=C;@Ge!9vJ&v{Y{Nun=cIa}oo?R?!jU52?kqnoGZz{L^0Y3G1y z?RUO)%P;KSu78&xzBi}Ocbl5V zHoziuiPG-rAFVIT#1N5bJNVhfv41iA6e^$};aG=}#U@l0l(1GBdRR#I+RFT^eLZ#f z>MLfXKBnXmtD{0jWyX%)`TZ}Rscvf)kuNfYxjVb1P~xBh=rdzvH3}XE$7$rBwf&#Wn=yAGC_a}a2J%@l`0EQ}Nyxm9w+9?jUQdh2g{6%D(7aI-n% zpOJSUg#&`%)(?sDPYVOb+(eM47F%&6l4Qv32T+5{1wk~9rmxbS>tvEO`?`?lI;(t8&5lynM{|R*w$@RNKX^5P6)K4qTsesI) zV)d0u)>akkog{Qn}*iTY)))XPG0h1OKzxhJb9UH;S*c*gPH9je5)IXdl;nAPk z{;DkN>Jh)msTPR|_(`V!7LC75@p0(vSWmHSDZ#xGX!r#wU-K2Rnev}8-D8-@vmAFPbfOsNk@|jK{1-@vz5dzS z;VTT%)|D>ULL+EV;+R%^?z+>yK=z|HrIRs_N>Khbq1xv^7UlN+l%3$u%0`>yhWVj) zZ0>a%{h6x3@8er!E`;JZlqU_xHqO$hFnD#Rx2njvfW8z}eX=fPpZMHex=VbjXrB50 z5Xuak%tUGUukzk!S;JSal}3Y~xV~&8vtS=U`eI2kHaZBZev)=XgTji??rYxJO%GiT zIa>F=r%F(Oweb$@()26||DMMcOH0n4iLAH;w=MYPIoye}ZRh4^wBr(7-%im!^O+&Z zXY*YPNj-6l^HyKfef3;U6^m|JctQSffy$Mw8&;H9BKJE61u?kYd%+<*-|6;uh2Cfx zlc_w%k&3s#3RaftayX*!$|u&sL-R>jCuE|s(wu@;RAU`Fe7kTJHP&LGpAGYqs~%8s zHF`kG$B-|Fn8In(Qs2|YK4fz@L4Ehyc({-|vI)8rs=oc$M~101u^}v8@Dyzf3hP~0 zp08V6L?WY;Ji;ZfJC>OAEXDOZCZ!kB8%u)f2fq-1wTL$FIth@qlts&#=*L-iI5@U@ zxP{Gs7;OX_T+|yZiJbP(Tqj>tgBJ0*ed9^{DLN!Cf65))98N1|%K1ByQgw^8`wD6~ zV?R;!4W2qhep5GxfAzVZRfYWdCyOz>U;$W{W za#g%K_6PH+Dyc!J=|iuU*!<~7;%R|Q`)D}hRVf-3++fASzFkg^q`Hj~6#Y7?3W4u# zCnn@I=e!N)*hiw%zqDNL?~8bqIb)5?UxOVMSkgUN1wfx zT)MG^bPwdm5_Ov)JPfDERY+9EF^LgkYumn(BL#+P-}=r{JvNxK>j*Uq%X-PkbZ~j1 zNZ@LxqD&K^PGSkYeE#l^r71(}k}gEk-tr|HZLapou-b>{c6O`9a1T z$^-@7YzKvK_s?;un0n}qifX=!REtCWEfU=Jn^GzrpX>40>|@9q8ApVSgX$mO!kpu1 z$y2x&!Q2ZYSBB?1{lbqT67zl1q>|4YF0Fp^0lXQ3tCDAOsY6n9eUoblY`drPGBV4t zbS1Hxx{$_~!6RZ}IyOK(*AX8ryBI$~gvp6ZTE_#jYnumR)17-h=mH=Rt9gM-hIv;& z*v^e%kk5Z4D5oQiu6~e1G1!ymp?K7P7_qg;-W(HdMrPe=7Ac}hwRTy zAhC1$h+|6pDdgu@j!$c(jr=xR_ABK_Qe(*~+Kl{I``XB zbP}-9_gWu??{D79Jjk-ZYm|;?12qdfNaG;{1>0LryQ!6$oWcOQZCR-Er_q`j-THL-9JoLg+{&~OGwKy$PUnV;gM{aQ#| zMtTD+f*E5s+T7>q-r8x?1a|G~yX9PlBE@47>3p(R`XAC^XcWU`@eSLi1!VW;%QetQ z;+6A;SZ0fH)0u)_ne`{t@iW>GN`>RJm6Im}=ZTrnmo!id!yE^u#uMaMg(#Wnkq`Hv zz&w03xf|_5b={8LV)g@QYKb9m3AMj_e!H0Z$(c;XG)!r;1}%doZZb5qkJNn)1$OY> zKIkVf=iAno;RBaPkFxX@uOaz(&E^2QF^H>i+b^Opp3kD%Nut7zvQi|nDFhDWmz)h< z8cbNx&e58(u#;&lBbs!-EvQqtaXoKm)GeK0>wNl<#3Pc4;XrRE@`1cpq+waJdceL#k?x$8mk*)7U z?*$CCl#MYF>-aCP1lL%*S>luoX@6kmL#0w7;mm_?;j-hM=|kK@k8_yGVi<6~F1Xa} zZ$9Rpt4<$HKI!~;dh$$nJBJjW(~HoZ4|aMFm?7gop!9i;r;q5|yHW{94LtiMYv2X4 zz}kOixf#&DDru`T3_Q~tb(&94JcVC*%ZnDNmO6YHG%-K16@SN=KjKk88LA?jc32}P zy`gW0*tE5m&818`ciRO6WoRY#Wz{hYQ4$n&E~5y(TOZtBm`h~fk**-D&|$;7fWNQ* zYWF7aF;|4Oho`trfd<#RmcZV39*sNw@g|%3b*5mPg$~Pz9!69jg7_sh)UR0dh>JHN zDKh{J`T~)Be-ueco1ouHO$fl`$BvqxtRMXF%IAd9we!xe(Nyg5UTt1+?eoC;Lth|l ztA@EovmDvb<{eZG$Q}#!Q!2bT6L~nFeF%tG`5hTfWjm_rjdRNbw0}fybld5$E$u)% zT+D5^?!9!S=I5umAo?~Y2CXffAj7No6xX%A=Ugg%)6qMd(YzqVu0n=CEcX1zitf^d zo}`KKd%HaxIJeep&>$%3QSLCfS}yQ|uTu@2@@n%`$Hs1S*h`GoC;DjK@udXnq(N~( z_p`f?t(1Mn1bm76OZ&wIJX~M5qnIPKlAvsy>~kl3Td4DQ2M$nG=+U5a7Z zkhHg%onF5|adUp*K%&s!)$o$vOHR%J_Ke*+Amm*U2$oMkbdF>&mlL~czV6BM6?tVV z<~K(PSc*+F0J^1_AZiAhZI*+)pY){3blt8@0wGT^fui`+y{pZ+zV69l8nqcuqO0eO zE$)?d*#$F3aFkdj*;b!royoq#$>piLso$r2sQBhfm5|&kK2`0i4maf0;7YB>vwNWR z?Gs7X$Y9X~cgmW5_?_*OHv*x+cSpfSlyZ?snCp9pSYO%<@bd~{mOUI$rG3~v6Avzh zHovgsRx#NA)DTS)wjahmkIX*vFyedtcoa7?728CmqFCT}9=_t<+2Rb)J zB5A+g;3#9{_TeCrRr|*>AW^Ck_L#&l{N{nxLx?Z%S#Tx`yks20KW4d(c5ZLFl6N`X zyc8ngV#_((A_2;}q1F={Udd>5$l0mo&b|DdR2A`c?2ykWBZ=L;=zd(=Qdc917b6>o zgq2~a&p24grC-j6Tfw4A3KWYYrfBZv)S|)>E2NRu!BWi6_zuR$Px${63qZc5-D=SE zGs!|Sx-?ho{-`+GIF^TpEk}on_DHOAqm(IWgYZ}H^myFyX-sb5Ym?ZxUaxFe^oXzT_VOHey_(A&pE6V#fr@9t|N(;`L~BxE)1qu z^KJZ%x#P;sw*`10e^0?fTVn&;?9b4v5leZsL}&}`s5~!x70Ro;Mf_*9b_e_{v+$q= z-}c@7L^soy(ra#B2M8dsA}4S*E0uSeM4)}n`_1dR|4s+)m?Jcaqh6B!Fxn!!24I!!!+qC*v6+T8w-Fjv&^CGIuP9Q zm0BKAjy>vRX}*bwu@0hSyhqq5QG9Z{JGOzRPp6azCiD-U}QEx)dKFB@0_W8kMCA>aNiD zi!NZ2jQ1A*u0R{<3gVcRU+}+}4{)+J=u;UVyFO)Vjeplv2*(QX>8&60fqwX@5bX=I z>qK%#akvUz-$thgtC&5EmRU3x`b}zrrRabR@d_F+&GeC?zM!m;<*AQ;1-P}WCF=^4 z^d+$3l3@ZmlG(wuqzQ9&gJzy3z_OWP3-Yz2N9LkeL^g58<=VQa5Zid#pV5c+pplwq zpYEGTs`KSc1Jp<<)xqMvxmfe|WlMweczyP8mQ~Q(8@`QUxlN5o$D_Q;4mizVQ7(O) zyJE@oRNyZQX?6SIPeDcVe#5)`3|Bd8MhbRuwz-%CZ?kJL@YqAc&$^O)Gi)@~zBQX^ z;fgBAsx=tUk_DN4X~xq6QsXy`^N zlC#hk(af8pQeKAjN^5JGD_Dhe)Z5~2SA6<)lee7tbCjS#fZYYMixmUraL`lz%%jg8 zCt`M;u%dP*w!2{T3Jfe+w_REZOr9D}N{eY7V*WSONwi#sONOy#Q?e4MsuMJ89{5hD`jgWGP$9Vb3S z0!_4eSq~2;(<3dVw%Fz_RZC{nSNjfQg!o_uF~_Hij&$d@Oj7hD_Y#jHzeF+jCJ%Xa z)$pOt)c32l4%nuqufN4Yd2!S=G8`>vdQX;c(nNc6Kl=uuMnTdZncO&G*&Zs#i!|v0 z2-cxPbmeCj5IkA?A_76rvt6K|ePc zOuAAc!*)qj=_`GL0S)EP5{43lpIEk1tIRIM1;=rFX@5frO( zl*OcO)*2F&$$a9T+>IYyQ3@QNY9kKnw4Y+KI%gxghnJZ~63dLLiFeM(`%`W_nbc?r z=#o6p(yn;`@ozm7OWdR!wfTdh9_s{dm6Gbp0o^z2$rdjL#mqn2YJvIoTwT4eV`eAX zvO|-_ZXwL@py>MJ%4ywsVWnSqO%O(QsEY+jtYJtYwp&W|d`RTu3WnXSP)#SC!6^|U zx=PCNF|8Z4yw(xXua8kM19duFjL&i;RT3-Hms#V&$2fuX=dAnSy$>qN1t$AvsIY8T z*w3*C=3%v&ko7oYdk7}T)77KMt6=!_%N72Y`SO8Hk<75KI_?H zh_uH}!%Sjv`48SSC9DWm4WZ&fUc$%7W^R-*Jm%RDYXh@ww!AnrMQ=oZ&}sB#F61}r z9d;C1FZuA)D1LD<%-pkJj#VJEp3r+Yi3H=*?Y2IPXhKVx>Yk#freCWLqw{-huHC7u zD&)mcpOk`kR%BiPbV!Rs`;R`P(4mf<^v@qdRf+N~Zgr%l$EtF)5+Ya|lzs>mhkoPB ze2HT4w0G>~NJ+Xwc4}k+&n|?Qx8pqM4IKEL^C6=er(VCUY7Q3T7&n6d-A3h#MU;T^i3^#h=MZsa<~P ze4NJ@-J3~{GN^Y;KUR$wrs3Fsz6v_6Oz#z#h_A08immcP1Bk|+5QC~w_{J8LmC5<( zBv>h|InkBXb;t6q#eW$cU01TYx}n+|zz;mtPoM7NjXy^$9T&&6av@x2DdE5<57-Vc zaJO;cv@BLzWb}T#Prr2_WhyIJ6AP0MJ(y2(F|=6>(t4{%JHT2)J;n6#1{c>5JP^e1 z2Qeezy3gvge2vzRC!2T{OnwOd6=MWpa$}QP25vUn{oe}c?cSGNDwO;?9vYD0zKT@{ zaYQ*;(ON6f1}f`hO*k(jyNB6J{H z3F{U$O<77MCSt}1>eVEsuOzDs-iGY$#)W>IPYYaJp`*YuB&tYUfTNM<-V+!@uj;vmL{7K9N;WRqm-pI!|+-@$(f{FkUyYMmLOe{XoG(@HeOwri`k|1-ZtmfB^N5si;&Q{xw@A3Vds9qH$t_Fc>VpDUhp47aihp)IK$zDK} zOZ6{wqvI{9ZfO*s_@tD6KKo!~CAZLElbi+pZN4DbmYk0bZw7p;cKv)D&spfO&0eJDH_m8vf3Fs_TjYAh%=S$h3g;Nr81 zg%bdIqFO{MQw;qQc#|e0L8VL&Ldp8Hv=qmMKfQt_X$h_Dcrt2j%s)85s*XL8Ib3nK znoEZm(1P#%E1INa;8<#=ofzf$`7kyWJQ6UCb}Ys}b?gHZ*5vRd3js^LKep&m7!Ho^ zRaq7~s61D*PCjvk_Tv1OWCp$dH(KyN4sky)ctRKOjz5G=M3ci?%vYE^s;u&K;|KG~ zi(VhS=)?}G;qDylTv78HeEM5>KhE)C{fFV0FNdrkB#TeDAlOhhbThQ?5gvYI?f4Pmq8x#ITU~oB|!xz|$D_ht9kj zDf&%l+)(}HtC`Qi=$v6w0(m&|pC7%a{HZLdj%_WI%xYx{{}0MQHNVgN;w7Hm)|Yi_ zhI68q2zx9Z=MHadrs1RK@fs%bmoL04Jn27`#QD1u`{pznueOI!sx?ToTJ%~iavR~b zl-5-tZOmtrbO=*JMO|>Yu8mtVe;V49L^U1&K$3A0i9$h9@0rAZB|_nUP)^~<4v{*b z>DwKEaoua!b;+IYKfgfiNO7Hv9OcgS0yRg!J&|U?xO(Uc1*g2YRHK1yfP$Q99Kw6ZvXuHPs~*1Wyrp(+Z6W^X1QQ->M2eUL?k?hE3mM zU0a2vpJ_+gr?9!9qr&?;gy_r$ow3 zTa^a8psq+7fBQZ4SK|Njo&!iUB0?*|G@U|8S6Z}2%==b+Coe4^D3<| z-8JXAGI>5-`-yo--*uzVT}x;EM0d1m5oK3`D4*E>{riYW-v)r?`L)o+2W{E~6556O zLZ9q`CL|iurdz12M0Cfnq7CR9>`=Q8qFg1e^`>SWL0(dI^eZ`~1baLGj+XsvWALCGF!0M5 z40Hp(NagZJ=(Q*c<$%FRDoZ3L|B(=v_EH890x=QtkTh*Ba`0m*k}Kz z6F7lTRX)~V2#f`0?d7|4Pv%@(i^+Y@{_1&Hg%8HJPZs97I4@3G#9geqP-F zA&Og^@X!_ViJ1r?ca!Uw^-LU7s@9RyLwr}RSMxx~H9VK}=J**g8PCj>a(s6Z113h3 z8!fJ#C!fvW)B8MG^sGJW-xc}reYPE>i$qOjkrIcKLg%2c-kNUey$pQKy5qb)T-n}h~_LKk?FyXff>-JYkN-ptak zome?Hl%w%40g$k39?hL3Xq)Xwy%@7;o}G->1H(|nxscW(_B+9BKe}gzv2%Map0A5*qH<9xQki()rb1kwvid5D z{RZ*+^X6EWiR&{rqY~ScG(2~2rEZbXFSwbMhf_~mI>-89;wlX9mfU;-r}m>RE1#x| zLIknLq-bnw)9E|CC-B!Y(2H>=D#{uQQ!yD<8flTDM}nTEvqa8#i%!L!3&u?BRgOcY zXd_0BC)KhaCR#O38etS)$o61Bm^&PyLv{V}$;Qagu=+wYiy}mrvs!7%3;8oiOT2_* z7Z(6jDjiAr4%{kAp+~I9SI#Um#k+Gb$xYo@y+Wj)1V%s1!{dzTR(*t*pB7`=<|8V` zbPq;jYz9JZf~@AQL@$fu=F{_#gbQP?t)&%rcTA$T- zjZg9}lP6Jq)!>$&6T0;llCORrE3iTA2}+)dc|9*eW?4I+EDb zi+8nc|0?M8;^)uYp8*5+0tN%!z%O#?<0QhK=nYaC=X_@Yu>GKh)MJ+zIlVVsUB$!g zg?(Ll`=k3g_UP9%30oXn7klI~I2HRUUG!p7uBa*|{)<^ijEpe(L@2rs_;?COXK$k_ z<3`7Rt5WJoO!=OO1-&>m{&N5dtSWhZ*hehh|0s@8B8PYS{9>S(okVc@wjlN|^42^H zMnCRG{BAM1n{Ba;!u3PQ0b*8&{Q7MkFB93N9FKLQ$lD_Xuv{a3@qTnNTdLx5>E++C zy(1z1R9Dup$6n-8zx5m1_g=tg`FiZj(rHK);yflUPG|!oF|MsbS0DuZWFFpNq@?H7 z_c-9O0Dzp2cQAI{ST-H8rhlZ!^Q+fdl9Z_=ta2;Ud&L8=;aXqr>s3U;;ExE%8VA7B zYxT4=YG|xE_0NYx{HmTj>HQ7>L#M=I|Hb1dr!B(X#kS)!p5>=_e4PVh9uywWSyvuM zGiovkb22&QCIq!E78%pmtpOxbN=JyYc@NDmz{>F-OqmhHEa8x6u-jEE_iti}dl#w# z`vG8EkV?|tYq-2@LF*;qecf5nm z`0N*HTk-;`l_3Dc7j7Z5#|WN!_Uav<`(T|PpPv7M1H**jrJVC5F<-ubE+Y-Mc|x>8 zy6-uXKTYRUo0cWdh@8{J-V3pQ|1*5HTHqc31OP_|yh!|k7m!@tOW`)*MRR{}40@f8 zE|1T^U9$rKN#P9~r#-{Vna3$=6b6H17Z)5{ZEzh3M+lB4ia?et>dp|Y- z=V8HLXB66eTu*tGC9}Pbqm_&HC^ha%ag!|}CYe|t6UzS8eW#$+TG662MrAI<9}{XK z7@|Ife~W*8E3C@%qx~Ji{p8tr!b(N9uUC8A9Uk` z8HG$eDjqTwJwD^?$oFtN6VJM-B9dWqRv#X3T~GhVXHecO7IJ<_3*$z87i`PSX=xM- zDtd`Er8jHnCCMY(MtJ?Tjh47*@+ney;WtR+xi?!mV`Oc?>7_?HL;`ghJ&s|e)D|@0 z&{HflS-MzuEJPXE-Mdq{fA*Zmtmu!jk9aOiit~vdGo0q+B-9CFp*VNK>-?aLAnD^2 zf+NMk`BM+sv1ylzrHfM;IbA$oVgg$^bWVm#CnKghi)fe2XKv3mbn4rdnpL0~uHmk< zwX4Bz>hdVF-m~Ju6K~)cD@v;Af_kDcHY59%HByP_gUq~69NBS#{Vz7tU9AG3$|itH zy(4&esP>@Fm5x-a_nGDe%;K0&Abk8KX?|>vO**e%n>g(Rgx_2L+`eesM{wpH~S66Mqi1EeHVrni_lBv zKZ5?`M=aLm-BxlrQ9!1QfA_=@mIG*s2%*u{mp zUroj|RZOauy&xvrjz8{adam#&1$S0+3uEUC zqmS_FSX>bcDwB6U#haybu(I^w{2t+1d3b&tx2km%mFt+}a~uHeH`~cMeuaR?I+0W> z78(ZFSJ70^%0H|>rNv)}B6`$#F=((WT74Val7#1OZtxAxe3(vjr&VBMb(ebOuYqH* zI|_y9|1ohk$R$Q-^g50nEC8TQ-IX|B3;b>#AZeahoM)Q2Xc3v zz_*htjW3938SR`QXgZH(U&>y&eXi7Qvrs*LY=ZT8WD^o(}l;rU$vxMmZDe8EIqUV9bk zKH))?nJ8&GagDCWU!rUK_b$Y~L|JJQ>F4q>y?+1zsrlyg^KHU<>B~I3SzHrqraE!$ zgX8pEV1mP{)d0wMenLxVE#Fr3VS;Qc0L?{ZG?a-@=AWutWNs7Jv)7nLtQP#o&HIO8 zZ>ho8NySZhAoeUyDtPggC`|H&xLTb>KkCd)7%?rD zWBtTE?3+HAZONUfuUFl1+-+@oZk5zh>nIFHn~F?^kD7pK(Lt24;yISlY{r#5DW@hL zB&u0FZytBqOTn7`T~dke83H8`S;w^EwPO}*Z+{WXWZi0Na7R#rs!Y$00qnPLty zDfIU$L~Sk>8gH3)!7Y9m@m<})SS)ZPO!QF8$m%k52uJv!M@j=A~oMkr)K=`<|nE+7jHZiwM1-GjHM9YbZBj{7Ahi!~iRs zbi6h6B)OA&aw1DC*eK;~EVKWTk91G4vs&DP_kXyA#6e5Zsr4wGME^xEAB#>U4CG6n zh%^IzcPMm?rPnJn(b>0$mrJA=oljt7n3_koiQ^tL)E!$FM-=rJP$h{)!N$o^=yei| zq-`{`S0|}fx^Q`G1>xS7R5-L>hjkY*t|_G@Cl@0p2LPnz=19B(D0Ge@IA4^H?0WhX zNr39Wr+Vi{t%}FT3D0xahE#?xHzs;m1ZVeO03c>W zPga<`iKe=ShT)=y_FKoik;|n#l|Hkhrg6`Oku=|`h1V4XahmjTRxT2g^h8oEJ{F2jduiOoT_D{;}`BJud)-rL3cT(NE;= z&cth+{~fQztr^a+qhonuQ5;tN#e1Po_F%4VCF@!i;_>l!|4Gx{6TEjo3CX^a^0B|bXfrpK@@KWw1#>WZIQ*w?a(>%_gIJ%43H|GH$SIDq&upsr= zB__-gB5Y$r^2n-p=d~5*c;hu8FsIQ=S^WG3)~)Hzf`8l=**Y}l2v6R8l6g~w$HZB8 zlUBJYmW`#1S|&a-`LQ^neQI%%mhtUXaji`Axqw=(L@iSy(F>1!dcf^cf}5V)2f&u# zO&puEgYREHO~zSqeXh)zM`LyiCT>Qkip06y>-nK&i>7m7-8lyCc#;EdA`INdq>a+L z|Hs~WM^$xgZU1-Zz4wlyAXq_B0TIO#yT)!TQDck77GsNvF}7%IvBVNhjM2niVpnX~ zu%U<|3MdMQAicM9&iBVejBj$^H@79Z_dCxR86$4?-fN$=)?RzfIiLAV0~88yG?$3v z<4hxb913W3e+!wXMFcQ*OWf~j!>P3mYNZ@1 z54{KZVPmc&uSjU5I@-|g=rGKhHm2S80X6rGnEZ@KZXK~+EmU)hdbK#=zle++E#C4L z;jjXw8EL-30JN*FWgpS&D<18Az`iXP88KP%9{L#{LFZXKD72_b7j2Hjw`MZo!~1Ms z>4dIIm;(Jj%%=CqR=nqY61|ra9aa|=Kt%=0f&wx+N*!gV+Xp!_U?VMWf6LxrVJjqfzJ^khpm-2IfMeHn1>4Yr-7NUnXE2(&u;e@4pjszLVeX z;-rVE5!{R^#>3s{V(+#903ZNKL_t&-fI-(rVBEeVXH9yORUmPJ{32-RS<2Iwh9oA- zJ2Io*DXtoJVAIw#%1h*a_O3Pz>1j-0%vW6bSR&81rz3DKO&~$H0WXWCjW4S6$+xd` z!m>cPP|IUOIlK2NHm(k=nIiA-oF6RSh;087uJt@=6(%|8@0uTgxM)<3g7_*)^bhV_ ze@5d#H;Rj^Fff#PXK0{BzeY*CGbNoagJlj)vD!}6gL}N}GPXJ$OR#ELL)@zpFin%_ z_rkPyXx>1Zz`Y}Cm}Ta^#`tt^L~%wgrXPr2$5sE=k<(XcUiC-5MOl+JT&xPFm9CUu z)4g~E(+Nv|?~wiJ_$^^LLl-?-%n==!va}Z%`T7vwXc+FLvWDE#2_PW%IO&c7+(;KT zhKpqh_fw5=uu@`gQc`oTI=iNF{;iEDRq`F`p0*MyDmXK2>lscwaLt^oyuc>7b>M`E~1=H7|2i=;$a2 zuP=g#&kN01{Mi-!+cqKnnWX*Axb+ShS8@nj*PG~&j{*4Rr+fyyZA*aRT`ZEM6kkNo zm4yE^nnK@J*!cziGu{1{LP0?R=H})M{p1OH27esuqoS;kZSy_J&(Fuq%TCkL{fllxo?CC@ZVDeB?S^1_zT-A_lI$xgQN%8Pyo) z09TIQ;MvOIxSU!`M7q%9t*upz@`>W=*gG}n-B@-F!{|GByzI;ZBl+ODd8rwGeJJO? zd9AKIvercu&vj`zx*=bzkaljLzryN$CzyNO5Re?d;BFWGS0mj%NGOEAl?VIEIKR5- zF2h<2E%W<$H#i%~*GnVW`tT$G{U$%{@9EV4Fm$Ms41gk~0)@T-Wi!U1 zJyBHGjZz+gN=cf3Ym99q57s>I85bVek!1TG;R%xC>zI6%Y}Y1~l~&3FbT&9woO0!TRVfZP|dnTsAhlUnib^S%n) z)k1r|ak-M#E4q==c`C&tBwzbKUC7BiunF#OrBL-E9p8pxbd;(LIeJgQq z?FHcMi0#|}THF~&^Xlph*G}Bzf^~mf6xrNaFIoyN;Tae-SK(v>&i5p*)ydG9G(_b& ze3MX6kA2Y*!^w^CJ9v}&-wgoZ-qpt>ExS(e_dPN55Mj0nAKqv3>{i@-3AsfwciQ)> zqPRpwzPTHhD>?#jC#{^hCSP%W;z7a>%lmU?z(xR!6K^rZQs(&Cl{X1n*PASxN?y4U z^BRPs)Y74L{{pa@MT5xpWY3nP297fe(#6 z<$H3=btC6*C`oyofvJT!7#y5TaWi~@y{iFU_Od~bAq+D`8N=RjBQsyVJN2FO@y$O= zT8jbLofe00QI#Rrm4VbVN@iDeS_we2_WtOoo^eY@4CTl}V&n`N>c!NrrGL{CUmNH8 zMpBKVyhPTilm}1H4i^JGYugW4H})Y?r#+KuNz%k4{~%(YYZJbA0G58DJ<)MzXEHlA z1=8u$wAvVds*85xX6(G_fz$&4H{V*+E{kRKRu|MN`A#kS;2C!5cPLb;37#*h6^4F( zs4Q$qp0f(O9C7Zn+dq-GuYTnDg)H(CBpvACk7rQqJWGe6olrZAp*r8-bJG8Us{X%) zzopt2rc#gWd+C|UCsf_z5 zl;g+KD9)37a^H75pl@;>ZTH&P>&v%fQ@tIK=SGTo2nn-AV9u?B19$3=LR+Dv@}aC@ z|4p^gH4$_TH27_340H`@5VEKPmu8DVj**oSm3D4aZaKqei{t}kYH5mZ(?Evb97g)4 zWB?Ym+(TMI0u4eM@MUX>V02w-g|VuDhv73wiIy$qhdN(zrpcx^$_W8j85C2roPNCK?`_Y1PSx$}G;MhggM9INXJk5HW@E|B552G`l@H^r|>aZ0sttve9#L!ls@pX)cmSXL3Zm{HZ<@sB0jbM4f~f>iD&zj%g|- z9R>lg|EWKN^G`6}{4gi-s*Uz~tx#QzB4gZINS5|8D{M(myn|L9H!8~|f~KX?X0z%& zcFv0=v`2FQVy=quK6OqAd-p#FAg#(A8$(0jDd~wR0Gy0=V{@NNT+;7|<4lP-x%)QY z{p^{Xn(>mPMQZ@KIN>~|UaJW5UrXCoqAs8)E9Ob9x0t!?35F)JY40-5k=UpNMz=TT z@z|{ZEKa@&k6`G^P*$&%yvEsU)?;jLO!sb9xK(Q!n7A8~bo4qdIiC{s4+^9GRggHO z3jmg0PIz`{iFRFI%2lGUtx{{zDOgRX;AS*EKMR1k4l`Kncp07Nxwy5gF43s>l-lhZ zaCLs?DG_&Ih10)D**?u8`BT zA-^of*2&^BSHF)3WDRJz=nHCD<#G7BDS5e)%i1p3fCiiT5;HUo)9PGdH&+7`m1aCX z7>}vztNiC>0KD`I$MW2cnl`e+-^FWg5A;Tg4u@Ky!1B@_)Y{slc(n)M)I(PSYvtMSxLSO%?BS>$ND(7l5N-rBNm<{8-1siie3-p({|6bG8IRx0Ic z1MJG4a`Lgf>)Kihy3~6@{d0>@H46jaTv2<oYo%Fo|lW|(R- z0B5$u5xTq<>()J_#iZ&IT5pHbe@=f&M^9w(VW|Sr{4FE&4Rn||s}+VySx-{jLvW4W zOZR}69F-}CM;%+r^|MJ&OyS#=qE=v0l*F@D8?mhIh^mXMpQ_wc(w&>}e8ojFT8OhK zwJ zOJnH|%T58HP@oF#K$}fsw4WO-`V~@SU(85&+MxE?k{3h@kyP0B|aZqe2yrwz2}{PN^7E)*=vt?&JT_uGc^V z4gLe5G0-)r!R{uj8GL3J04dHvC^DmY^uh#BKPgcb+R}_VHhCyQKg73{2y=a-a~QQ> zE+@VG+4iz400H48nC$zAM_ravRwf3^)u!)b5Ir6fgJP_v2^}-}*z+1%X@gA?p)v^W zP3r%6t~Tcu5NddeNMOx!sZqP>fP#@d6{y~A&g~l_SjD0%VAz1-2R?TwC>nz$0_qdG16(xf~F z-NF(|jHKT4aP99YJr#vct2WfOluea!PCBLUO+{C$lA+lmFu19F1_mZZd_2yW!pdq9 zCbfc{8zQOW?~RwIe)W@iapT;5RxgR-NjCy z_v0k%OZ4q|R6Ng=kEybawpAS-xL0`nJ?TR)=)tu}>SaJ8i1z4_%cV zKTgTV=wTGPb=$nrSKHP^GN84vLqa_35Wc1r>C3a(wqG{rd7f1m8ftTR+a>JAN;$!i z8@m28!}F)%l_;5Wn*!=h9Ee)2BCn!4N|kR!kC*FE8=3N`qtJ1E(j$nr>5Q9YDg{r( z*vX8_#rthz%zce(Ho^ZFep#cu-N7l8JJv!kK^QoNF4{yM$>P0f6{wU?s?Vy==nvn= z$0VPUBd4p64dLs9hAgZ+$KopzdG0hQn8ri=aK5>LOY7yC>$c6LY<31uj-)bkojN64@RbR>$ zO8QQVhMrV*?9Rxz&nWPcv>fwq2cvLsrYh$#muJ0BnK3PWiE;m~$G>Z(|~DTTyG=5!2~{;+j-#L(D)sUO8K>$tFG+8uNud}BRA zd$_XxU5RcRJvzXd{u>#8ejz`W3uDNhWu#xZN5git*%U9oW9a_xi752ti#eA$JYVL7 z)~UU8Inf7twcu#7u(YNQ*5Qix``nGw=g{J00CZ2yWLwfo9KD|49w!D~mQQPP9_QlL zsU;OE5j)IsYQ&u^cZ~Iw=vP;Yh*m2oStDsB3blMwwNzEmAP{w8EOts^76o~!>CrU; zX!cKz=)WHh4PF0F16|ul3q3OvGEd*bv8Q~$gKgrt^W6i|!>VZRCyp2$Ej3S-p7_5w zk5{g&^MO7?QKO(-&kP-vIDo6#_eD`&gx2L#Xw{RwM9{5oxZPv?8|#wSgdw1-N5fG` zynG<3EUH64GR^-1FIBBsk|vC*)4MN|)2TD>-xz>hr?CLMr@xJ=k)x>8H^HMo)+^on z*SNj%AOS-|smK@S_Lj_PZ2T&Pz=dDZKua9iifM~@Ugbo0)eWkY^8M4#d`kK^KjHRP z3o1;-sX%qg)qevtD()I+@Y~QB=o)CCfd(3Apn(P&XrRF#3XOrTfd;<~je)K~4V*gp zaJKsY+wB=oMe-B6<^If|fF=M$v|fwb%pgjKO-HRO5rsQ*H<2A(fOX6SIw~aJ^hC1} z6n&qG*SbL*ZzTM_PiEi5#?^s2lkCve)&5o6Gx8)FrF&YNnbVs8q7)lUx)4Us&qDC% z>_oD!2r11RUXKgu2e7`8Pxvv3P_|oBn}|VIIddG=tdPjVfiFALHfugZqTfLoCbYr{ zGg{FjX#r=CQ`63)PC{2*+-ValpUC}gj-AJVV9BBUsQOtxdb>67xAWZpQ*rTr5tas( z8$PAuAxr$*HsM))iPE_|zed^l2y$)1n7>G(maEo1CHYG!`80+u z2<2ku(JZcxj{COsqrY`IDz!fECQ1ppjEFSow26kT8q()$q3RBtDk6o>bvm#$OXl&o zkLIxcOQC6Zz96~fJG;kYGqxuaO`BtWNTO=nC+2WRs~LxZ%%?)jzq}!a;IWPV1*7%n zAnjZxM(ev`s?4Qv-gy9g%xow#^yMn8IDSm%-Anw+@KN2v@Zt%Q;<9V5|7A+a-wUOs z9rLdR)3lM)26nb6t;rkyB{nUOWYw~U6b_d8#I5JVT!>-);MEx47rOO_$|alu6lxV- zo>IojCFL?x_ss*~N`O%7nR$-UABOVHlNP-9kwkN~)Jn!|G-Bby6QrwU9$UpfV7ki+ z_B6L3Pg^MFX-{*Rf8Zf7m3a%R>D!BYqJF0lu8Lcf>IwtF(#DR6&cY~prT^g)ZVy0J zS}NwvCFj2C{2ttv%ttr(5}wxb?j_p!qOV;^r9vMcw^!NfTK{k#|1)@zQGuSmwEec@ zO$zjFd75U-GlgHxIR}5bOGrmQRQ9s%FsxmR0^8c$C~b__rp^FZeBP05)oBm|{3SA8 zx@i?{CwX8zz6E|SgyEICVJjKKj`Q6r4<6=9-hG8qoA6Gx`Eh+Dj?R*n)2gi}yEna= zR{^fgAWIx%9JRt zv2!-+s!9gVNa3d?u7BSk{(<;g`RD%=$`Td#f4V|mToL67q8(sekWb@r4OzVN3Kyz1 z1jbJdpq_OGi4FRquMmbyi|0q+;av`Tf6lRE@-5lu`UC1JWp)1f;a|1q{+6VQlw6BK z&(a(d7h7yw%lnI+Gr7l)@#4!Lm@!Az2)8N2Ie-2I%vs5k-7@ww(tBZTW5|H!>9|G9 zd{ufiz~}omRH>Axbmf^xmU`i8mXGsR>Tm3D?~ zMI&MkNzSlk0~2y%i)b0Wh0H8b)9h#XGpQHS-*}dwARAg;TZ2klm*itYBfBB-G7V)XL^pt^v-QQt-kh&{;X)&vXl- zk4uhuV6}+Xe~(`3|BZl`KclFsq`*mXUQ35fC!x{>Q{7_fb{9qTax;7GS#>5e%K!&6 z(GgHSdxEmKgqwvb+*?X+oo?C-lxX8~eIuF8#fV)rKbo%=*XHgw_h>Okl-SKJ4ESc% z6?(tjgf$O@;_l~JMV))QQH~gj&3Ks;JM%gKk#zj18N<)MqM+LWgMb^fo*QqLeJsSMm^6jc#!+%Z*A7hnlgVMI>-LRmgK^kNiR>KU{SVbY|1I2jZyukHzDSIP=U%&Ah3NGPr>d$com{0}wj%X)RfpT#s+IUJ_GfqQ9?tEL!rZ)iKJ}}|5Wueg zD(;OH3vFW4ALuvQhZ3D+vdUx}TLv4E5H0J-k@G@bo)=J;(#n@8Ts<-UUPLh?7G17s zS6L#oRl{}LS##BqnNHChw2?g1fW2L?uc$!V%#_$>LWg~lZb+zmGG>M8G%=~DzRRDp zVfS>?qm_rO>xv!UV%@bbUbeQF>xv+jeNiH@!GY-MDJa*M_d2&}FVZUpZ_v4lm7n=yNqq(bcOdWb8_9x~WBfh42W(4gi-$7=ILmj>>2V~n3%8J$P)N^?@|{X{Xv>}4 zTGW4d0`u=a2OvB83K>^&$hfkWw%-m0;E`@artMYY9cb_`8P|Uox>h~>-9~y&Od;mJ z#>8y706@XR68t}CLhUAXYt;CkWhl_mwqxnM%Z!~SYjw|{#^jHy#1+A>X0>H7XEca z6tB{;HdT6tXhj^r-$b0f(<8ePJZm6I+iYs*$ehbC3Zq2FjN9#7(WJUk#(yd_5p)eS z_-$wmbPe9XtLTlssR3cDd$Q7EA+1}>CVSS*n|##RjR#K@%>Ch2^y+nVVsy2D)24Zm z=o=YQUXskPiSn_0R?ml8Yu+Zox>wElxv{c&8}*F?Bi4(de7^c`b}cNKVkwa&Rz`BZ zNdt=WOZX^O|Rj%}SHw54QzJ#9=v;9o{ z(S)CvjbXcCZ~S(r|4?=9e+AT!AM&!*Kpqr}s8>_fEu0LrQKNu1k~^(eoWp@=HF?=t zv<{Vg-T+HWN>kEtYov>=LL!RsKgZCd^KIfbAH}!&{)5KM#}GZ(?M5uQ+lFG@QpB2SH>t~K*^}ta zdo|b2IzF01pI@f5N{4sG%iInh@Gi=zIjCkYbygF|$hnnBPgS^L^J7+`7)5s4nOt}SedS!-TbwRk0LS<$43$Aib#RuhAIMG>A-hrDM}VimUwTnXnpw3&)?5m5@dKwezsllU&(A-J>W{m0Yv#PFjXU zY6QARp|B|?TGddoUe#?BGL;r<8QK2fwG$RRsB9}l)s&ol9 zyF;F~tS9EiN@k3=K}%uHwG??TN}WUSNk5Hy)h!Y%CGxyV`2iEPccV3N09VUJ0sida zdwkHtkbMKw_>fj&72NT=BztEE?D6$2)c3 zSW^<>vsqqeHac-)dXPo; z9Vcy>vuo7bc{l29I(2p>;fbshXGVR_&_z)wI}Jd)P#7pGLlYbuxnNhXic%X3Sa2Nfz~go5%5#`M1R-ZYRB{uOGmVV!_li0M^V!zrkuZ&i(5AXip+#n(&E-vRCzVv>aqxax+IRhfgyhmdqx8d zH2C*GW1wsB22#&t)ck+KzGPfae?j1*E!9UF(Zb{|VRdpj@;|1Im6IL2evr+HskH@# z*?D|2za{EWG0|GB>rH;x080ECzj0mo;b|=XI*t5u5~VMzfHodUm>0j`c!g|4EA@=& z{_!JrtaRk$<2UP8Zrc2qh!14Lr!=wRhM9_n`$nTjb8E3wK=;+}B`W=BL}R@=drf$dt8lx2%a<;}PBfm4{dieNE1zQ(A<}jH&44NTg_aau<&O_-j?~CqYikUC@Gg zbHr$B-=jW1-&AqD(&W-u$qcbE|8{~8KlsH9* zTrooc03ZNKL_t)XfGLR_Y$9~gYl|)uHQ*kf?{ucyP>K3Z=oZAdPp{If{WskB;q?an z^t5g8Ad;|NLYd__^!PNGi>~*mtdvc5e#?$%sjAqy{RIvDg(BIhaS`T<7ig<0F}D-L zFh4V!8>geWaTuuT;OpwIrS^0i&o`Ae8yzLrxO9AP=q6 zU%b(thu$-??>&Cw*w*W{feb!(m+0oppHE=^-WWQ6rce3kS4@jUyaRpF)>aT#Em)a7 zbRJFWZX@HwInwHi=w#b1?{Idc+{eUKoTD91kHjRjHI?ReMD$x<({BB>^C;NyJ*n#? z>YEC*+0c)($#3J~^3U|@KMz|=1xY#Lbm}yABv0*|QThlJT4LB*d%IwA;~Vn*JAgut zIVE2v$)+Dq6}53x%bK9Cqry@*AB(aKj9ukNWtE%rz@Y=aPY;4LK~7Eu$KCqSS$``w z`cmGiFguU6T9Y}r`XV56qU(=w9QolAN9R?NZ6Ir#hw2&T8%DD_WFKeEgmKVeMjm-uRy7qc{#)SG+?#?G46N=1@FBB@RD zj&ZKd9IP6dVsu+X-E0gBFzeovrB`dC|ABlDhJ5>w=zJ?$Yn|t2q>R1Ur;A9@ablQ* zExY#!gQRCeOES{5X<(6umW51MrIiCl$uX$w`SN3?ut1tLRimq`puKl07U|W&fs8bC zo<+&Zu7>y1E;s3 z-Pb}3`+BKFARN71`8HAVTR)jErLCGDo5J+DUtxdkOWb@v1i;$ap3kRRljQ9Ggbtbd}n{<}~da~H$hY--h)$hb~P zJ_@yp+Q#vuU6VY&(%cy8`!>PR-WRn(=yVUQ-Xp`$jH)UH5otmV?mxaK>42)&aL!i* z0AQq3Nkp7B=MO|d4R=9k>|F*2*OW>F*tIc|pH|r6-&Vv4_ied|uD%{WFVevozc>em~E@g0-zNjcRGr`Q}UjV)~zBW$WG4 z_OrspUhY>XErOEsXDJ;tg;leKf;)V2HXB#gC9~9m!xtnX=VE`IbK~~Vb<|%sf`0k1 zP-TO=UEp-zrf8X%Vxtf$=x0;yiAl30`c46bxsuQC-?j4e`1>fAj(Sk5~KKPjPetiMRj)-T=@<=|J-?HYslbug+zQt%Pdbncues%iF zD$v$av&v@&u}WDJoHvZ)N_7c0Rk^SrTKnX(WK$7CRvmhy?WA&d(uN(RWmPu-O0tV6 zbl2t-aNa@M@XXrHoI?$OM>T?E^Ag(sZz3xuUvCyllh%;-!#L8$+WdFGl z)7(Ne=~CVtwQEm!3GVh)oarg~*FB6*psXyXT*nxduH;ASWM@#z<2eUn+=+{oG%9aj zZ7MvSXkA05I=j@0xqeYAN@t)H0)?UOYz=-Knge zcdeFoq9iR7Z5un(MUwJW?phCpl@qW7TVE;LR$f$rR!9df1Wl>AZ@|4il$zS}!a9(I z9Qn4s75zEa>&>OAs_gd;-JgcvlZUQntwTk26)6|*<6Q9-09J0!d}A}0lENec+Q~N} zGcAvl2T#z|*JEHGNtY7rQsW3rH z%LDu5t5iG|_Kj|7DYsYbq48o1zJJscfL?92@h?70!kERR+DO#j?cF}8EbP$9eZlji z=j2)=eM}Vv80wl+u9CEhf_J84mwtyNEg$Myi^he~KROV9GBi2p8ffs_&=}|%yn(L2 zk%!&2>UFNR$3Pf3BL)BFLghX9T_SMfjq~%ei+J=9Ds*p=*hTWbn}ir)xpCwh=WPx6 zmVHC+a4g-QKBkhZmAm;v1~D0c@3sr=akKJ6zN`=AAd41^>Up`jd^Me>eyWW7#OE zZJj8vtBdL718Dh6UV3SE0lO;uaC%EB6W^8GzegFS96t1ffdkyxwM_)K8qOMp(aZr9 zTNvZ`Sa$7Iq=oo(&|OVcRNK zB9c7$_*gD0176plZ@;%X$8wt}Y)_muloLNmy2FE~vZ)Gnu*I|FF3*8B=fntJl+c~$ zu6pz;y+-Hr3jsJ+tsMPI_zmFj0tI?eCrG6h_ijiVuN2v*zuZOSCueHTZMU>G@ed2h zmpwN7O$I{Sft=iy&f}Pbn)4zP9dPUF!??auQD9KqS9CfW|2s$N&&9H(O}M2Bpw_05 zSUJk`KQVR3*g%cFgE6ZUvrepDKZNvEsSvZDBy1=*llK8plb_&+4;KV0m0MLq;Eo#!C6p{|f zSkD65jG02L&tRN4jH|h)_rsIi$#mmtt9o)^eh@1^Xu|8!huS?{Now2#3*eQURQUFh zTrE`)+%=E|p9%$a>YNiKEf7PnZd1`d2+9+|ux@3iI3Fs)VRd?Y&~Wr%uA~-|rz=!d zKAl12=u`A)?+Zi4&`iPy{hgCAaIaVMEEyfg;Pmt=jpBxpGEmmz3PTHyUN_;L6Z7a5 zQk^=~dhu@!-M<}Ex@)oGpg8x6%M?W4Eu^8JDN#|PH(~Ksd!FQIV_6C5St6uZP*6p9 zsgm^cQd+eVqsqsjh@6H^(K;}R&+m&yJr%+bn*}x0u@+1`RO$5MH zyO8l8$I+;DBYLzG2lD5i$Xv3oO2K7r7yxGmYy=?ZlUaQGi6~`%0LMT$zkI1H3Wb7| zmJ3+i>oWkJJNp ztFK4=2pL!Jo&ntJwwk2a*WcLe9uqLxGM{rEW3e%kl&<=zM^Ka$(l%l)3m=Q2@8+V1 zp5@Co`n+7n2t!pRR;wq_xwROeiLJ)bIb%P4$M*T1Blp)vMYg0+rJl>c&{E!S-PD&1 zd;cuqlYFUtM=Fe9UCKDakt9SvWX~aS>}d7gh_1E@N5fpwdrBRaky9SCeCYuE8eJy; zr)>au4{Xb$&`J0t|NKVVaa&JevUVo*-NgV7sJO^6w|0E78(Ia)n0hvRLDKCU4(&o(pf-|-VtD3K&NSFc z-xb}e%bo}(Uu;Eofubg_4k&CPTfLx1NC`gJ%%g!XVe>WN})t>S3(CXD24_*|a;EXL=L>tBy$ae+jSpJZ6E zXhUtjU;dmI--wZAy{#d;TDZ}Ee;b;$6hWM49UBofehaqkGT^|svf&xLbO0uKDR{)6r^A#-)n`W0;FbXqoBm9E8@MBAPesy0@P8;{(rKJaLoyAFYcEomcw872Igl=`@_r~Pc!QV8F z9^IbNH&yzjFguT^D=#=R{urOcOFrd~<6|kZD&Sgt9gKCPU+Q}~{+%QD$Dn0BGp>iU zpxD&{%kpZWva}5xb(w@xsb=vP;uQPr^ZWP)dJ`L!z|ns4Ubio5|10Ah;OU7sD>nSn zI1h~Z0f4Wgo8Vxl!_ZH6aW;G|07Jj@z$mE>mHozYTO~$uu5Sml*-rS6@9~q(GywWP z{*=LII#9eXh4DW~)ZBMSUEZDilz?_tbofQv(bZ9P#dUd3C-pg!4t>Bcv8a49XIDpZ z;0r@8i+>OUT@`&swPNo#7nw9r7!+lD&hd4W13T=T*&Qj4sb_Y9TrRO9czqcKo5e6R z9Y34^$6Q8c&tPG-(OwkNg6zvDn7>8AhjAi+`SX2CMq5Q=d;bjg5~T0-&g`Y>hwt(b za2Yw6KO63j5}7)8xsZET;;^-C#uq)sp?0gvpM-=GK5G|?QL4O4_kzZflx2>)n*v8m zF@hRiT+Df3w)-!X276zvdlGQ;RzuPXm04eC` zYGJPbI)dCFqyhTnF?78y5$`%5&tqUOOA05nrqWn6Qm&u8#hlMul43f64~xa%xiVTx zX<1ff)-W|L+*C5V@?(0|*Tqgx3@sa-B4!;QO`DmE8L;)0Q$-jimE{#29w*M5+fMpK zY)+&gE0+a}n*s32<{UP+?|`{}Io<^__Y2QNVCvrpt;$S#?+^xx?}Yx`RSv%o!c<=v8bMu}kz1yNT1&g;eYf^cqKTC?%A9Qc zKahz0)5}Q|Juk+}pqM(@!tRQlw1A$Ur*O-B0B6t3_;zULKu(|o=`YF|GfCFJ)r&7; zVrfpZX+G!{N{;-KBa*Y8-ev?IG5Y{$*QghkbLXR-bOR%6aZt~=7EZ5rV6$mD3HPM* zTCHwDWINO+rtPO#`-|XUY0Fyd>9Ui)u8};PBHAjh>wb54{-vPFLDxWo--gCO*WmAl zX>C^~w-ND^Y15Md7%(=Joz)ag9bIh>Z@a`{;B;R(R^=PW8AS)oYE|N=EgRq)oy5rB z;r%6pzO1IUhIBwHdJgBu@8isYNdSaz^5cUK?@_B!9Td$Zsyg*ZL%P3Z$y+bC06sO( z=F-Inb<}-!Z4@Qxk1sFhLhy%p7eo=+a&paiuKyn^w*M`3$hc3WpKMUvg50t6YmWNF zKDzV~b?Le(r`fMN2-oLVv9T0EoHbE_#9RwQ&mfJCo!tO zs?Q4Zr6jeNGzFzPhaE~KLnfy&?>pJVUh{86n+sjh(bZu)MihPa^5&&+mgmi!n9Exui$*Y5as3@3*mz6(hfK z<~kyJucgg5cWE)|b*ZXZwN}yYb~Bod7*TVq-G=+T9od`Zc~ToWZdV+a4?My@xE2Ga z%Em2X{1wi$Sc=ZgSnS-yF|@bkF0Op~KJx;^j zLp}e$e*pggWJcw3bIw(UB~%xI*3lvMk&+8P-{PGhaV+fo6pp_%C7^L5Iygz~@glw7 z|EV#Ej=|=m4wyX@yXYv;*)dfe}GBI^FYD)nU6rinq-(I%IC(oWuT0 z+5E{Z0LqGl(O_+3Na9PGZ|(ZFB+S1G!=!t>DnXYJ{gBV2VQ=$VL>CJC%GBC|*vHy@ zce#QMLuCW+^Y8>?Kh5Fr&7;^hleNv!!4joPk0oE;WyVKhV79!!2CpwWQ)uNu&hyM) z^-JWTYri_S@02(s#tgP3PNx&AHfGVir&J#3G{6+)<)fVcU_aqUM6rExOfTkLo5YQ% zTr#6xS1ma+cnjgj?I`ac)ln+WA3-;u#qS%i{~*Nwl=#NK>-5f`p0__wE#!N3`LR9L zwq?v;6v&C{?s@h&8}ra2_QzUq?W|DELpu7AU!sL>Stj8prIJFqr6ZZ9&OEJfrB*9B z&qHSkw^rW7L8~0?6!~_PWR~&#rvuFR$dBvQsas(s`^Y-HgV@o#3D`LVfU4=+`Fd$2 zffX0HGeHmaOy%>Ut0U(ow(H-2!ti{(&ipV`FS= zY?wH4A{7-C|F&n+;6E3d2)YJ;H%|C3;>gZ7^Wk1a&jE~0g_<~XZZK5{)v(maijGge z13d%o&HK9M-0#L8W4+4_BD)B6OWWuKZGIFFbE@yF8o@&KdK{C$^??$})QT-3=8>8X zF6IoMB&Chsa=Xu+@YRcXUj^N1IIfzrPH*#=;(F@ zB!^I;Q1F%4R#N@P@&4ooHSL*NTVU&A%iND8%Ct7_GB34qsH#loY>v=MduBv3b8c^} zK5RqUtLyIECbO|bPxgK(`S6B6Z$U3Tn2v#6=^ZSBb!%cn=-)5_cpYKvJ-{1vb0frc@kBg>%G%m=EtyeZYz@N7840R~{di2TUta zG7IR=CL$)wn%1_XKZ>Z;94Tv0SCyn?grAsAzH@zUdUqt%L;sCuy6QiYz`NT4_+n29 z_I9DXHJ}cer{!ArK2v}7JN_uVD)ptKP+@6lK%*bt<-s9gOU15=VH8l3Re;?yIktI7 z1*Jv>PpG7^^5C6)DhZrwtr_vEmkq1bv@v9bh}=2UmjeG z`&B=k?0f=6eVJG18qL9fU2ppJn~(c+5wC%Eazhk`qDrmDoN}z3Z`W*M}K7aE(mv9+V*JX>*jo6Fg z+Bp<&iS~lMrHU?|kBKhuCND>5<&LhFB$Ze)Fen2zXIX;--7+xND&may0$Sew7JxC| zI+B%=L1lSnjTXu-9}^mlX~6KgFBmdP(q+01e}s;)A&+#uX`vQ|-np=kG4nPeY}iq@ zx08AEL$%=TJ)Mt^lrMtmpfTw%SOIDa6D z9Yc20{YUvW<$Nn;ZXX|vN8u#j)6Dx-bZL=9Ebz9a>}PgaTK^;6ufe|%6%`fq?c0}@ zEnBi>%a&jLU8z*krArrVZEd-9=@Qx5*$f*t47FO#nl)?wgeTVEuMCZWuEF1hBRbwZ z+Ht=o&&$NpoYr0Hqf)_(bjgjJ`Q$zNGlA?vZQ>k+Zs(|zPF|gk7^;i$TD=H>$)9Ku zSjV30jXKu|y#XvMe2?Ru>Ou7;_RP3=R4+4Vzqd6%9+6GaXZp_oP!|_At`eg?b=az3!&2xtzZiu;FFY5*34j`K5vG>zK!VpRPFGzslO3LN)EW z+=g_^9QZJf4`#~bSo4J#JzG}R!ZBYc_}kqsalcbOfsG$=Wv0-XXB{6+)cjcBD$A?u zAa|U82bc<*!N5c)*kwf}e7h==UM>;H;=%M#+aFj;S$=mGmFn=k?iv}Veg1J(rm>Rp5|Ng z#k|WL-X`Pq&X@+oG;YH4zS}Vf5&eo|8)Eoq(0i1f*o{Fg58zF4y4EX1oa{pV{Q{)$9-uyYz*pALwLArUd?q)rv}0U zXtzq787Cu`a78za?zcbX++IJ4*)_J`nHi8$0u4XT)F_XF7#m9&^Q5P*DpB@gQk$J)OO4-iAkvp5Fx zYd>RYWkaRC2LQDi)nR>;z1&}Ml!E!<#2Pr%kNl%c&^FYfyjs8FUi(j(Hd&lz5AKT~ z+e+J2TpKbQrB)tgs@IN<=T9vU8aT&(-$O=bn=tReCQl zc9G}XG0u^9ro5?0{|i1gkWnEC!#i19t;%X!Z^Imvms zuggo=?AiO7{gnNzweEE`M@?%>f=#?F(?2WT?B3B`VG zi8wB`;B~{kA>`6xs59%gcievn^&cJKfp=GOVuYgoezQwl`5WgpnHYdY8(Eh#^vp32 z4k5v^DR*CqxL{5Jcw3s2k*g#)Q1%k_9doHrD{*~z2;16{rloW82&JhKT)6k1q!~@# zcY*c049R?zg^jal)9APF#0{f&D4l(cXNmHTC{EA8aP$zKW|-l1UD7#>4!;nQ001BW zNklJ{; zt1G1{-BEJdZ?~C6(GWw*QZ;y+i4(WI!v(nZk`@a?(aV(a$PhoJf*a-&peSh4mgS;=Wknkkz}GhH_2^`?;Q7m#{L)OAQL^%EujF@c{50CplK3+nT}7OK;s%qpic45jzNH z2YxQ{qP4v0$C=^V8GYj(I$E+(evl}ou)bXuMYAs@FEM)76~d2?qQT9LZ(Z}xny>YH zq03x7z>ikltQpo$q7RGon~)wW`FPhfvKepUX27d_6HZ4J5Y|@up*C{5!hKCMxF->bls<7igR>%1AbXN{>(b3iCO{jf@<5;};eac;$e|3v% zQ*JPPf;bgAC{GbKS(qQjZK{Nxsv_xjzbxUx%m@H#SN$^zS`5f{YacO(Sc5`N_l;u8 zQNK6$nbC?ywuua#@S^(Ilvyp=oZO1x|k$oz}z z{yM7OI{OzQf!NjCtB+eXHf7W*KOU`GMM0W40rNxaR(~dTN0mzcj@C4v7RaaJTUfJL zp6_C}@99EwN(+l=en-TVc5KVQz~~B*RecIz8)!k`%vM}oc;PL+Sx29#(Lf#MFA}O^lP@}=v2o;?QyUx~b^^fb;u^GE+?hA9Il(#N zz^J@&gI12uh#b48`r0-*PiSe8Pel)J^gX2{;e&ID_;0*UK;BjYY~(pB2DD)Fmr>*l z-_KZ^eSf{vekW`_r@_HO*7_FthlpFf74I>9(3r}+I~I}0;O_dQt2`)E2{R;1w*@(M z+o7eUA;?Uer!$6XP-WHT$jI~D*)1%Waig5cAH9$!1D>HiybFLQrTR4Q96)ATJ`XO- zXJ4)!Nzjw+9J3rwZlOfv4}GCcwxKZ&>1T)>F7q&Ca|hlTs9@Ey1|+NHoe}@MjG*?O zB+vecyd*JpqnuW-)qEl&ie^xus;K_1u2aUMTGob-CyRsN$b!M#4;X{uL)h#hIr6p^ z8lK-SqNLOmJv~L$C*SCvMEQw9)?z^_r9DTnKgExisj_~45V4F0TOZM4VJPWW-;7a1 zYg3$>C~)lC6@Z9tt9WrDg?8S@=^ENh&e1KW+&Ab?QF7~nw|tK~>tsK`x)Fc#+@ve< zlw?Z3IJ~Fid-aFt<-?WBvPQg$Pr+t%LwZ?9k!LK1&$YBV#Ku=}R&O*<4~e6rdsr~- z)u-?rIuF}D(pUQTH}d)5-qeaYP10Ur$W)s9&@uq_H$2QfdwE}J>+7QaWi##i8?wzy z%IWR&h=TAk_AWDK-eIYBGPmnfqKi$aYo5fWND+Sg^t3HY7pR#u z53E1>2n!=|Mt`5wiUv)~Q7S5#S}0@W@xoZvE^tCiVUJmfIGQ!uI%pXhq0_np1xNM+ zFu>#rmEHe*N^$>}%B)?vas^*s-)iF=pi`$#l$Din^X5(3wQKhuYg-Nec&IVZYfyt4 z)Sw16s6h>CP=gx$uJ}(G==u5iZyndu(?d`1-|HApO-;ql&hD*a78Vxh>gtl3n))|B zRfGSls4>uM@DCw)(=>ibv8IuucydqNvn4B8evW%C3ty?oC6ds7@*Hf=NC~3bORMOwjuHuI-zSKYBB7Rrt_8w2;MTwcmPy$evkT8~ zeRPiJ-VN}5DEXtAmOdO@tV{Rsa-vU41U>xtC;*=5H3VX+zenTt{?y=a!^Ov)z?RO8 zDqGECjg)Yzw&^~CLf?MKQVx2oz-`6kaG=?^<&^mj8ZXptlJ}lzaSlOGC`b;9| zGv)=OISvs$R^vNNBHp>3ov^l4a<8zII{p%2ojORtyhu|HEWS&RaA}`Hq2T)I+eA!! zNn}UKd5pb(jo0I&Wpq^(LMnRkpxY9TYDolb+~qzb9C^uE{daktZ`xs{6T>H1U>p;Lb7M%=*G5%dHQxIM5!e8- z?p?yF!GFHCZQjjO0C>+|i0AAHB-=N^qU3e7-w|gIM|^rTz{^DvfET0LRRd^IhQ$U#D95B*v66+*W7bFxz|EWALS z?ot*n{$LXO;(TcL!$;NkZF6x2oflQn5T{g?*{WsF(RrD?Ge?KBHzjggGUF8OH`_91 zr6Voh6}HioAQ|VSjr@46g3&ByTeVvKYs8r}!?XAn7uVmz>bgXIcdT$?@_B1I=-i{F zj;K$!1YD;sW!>^93i@^fV3_@5Ts`XYd*i1c?lNeEFm1G6JjQESSB^M*OeZagNIt&# z7_IKUnCX?^Xdp@wu_YetJCKa4rw#8|3FTYq6~swR7^ik!M4^z#^X$)G(W+ZBN=q!c z_fT?#*AGa>^~^}(rk`N>ZDI9%bJUy;EryYqt;LyBk{)#mXEbUx$xqDLzeK7GY%!iq zEmbQbeSfTOf5Eb7Qj_!W7}bxm$3nSoV*EWn4nD%vFmKwf6^2)*W1Z=^)P`Z>tueL` z?Tcy0oS8Yo2fMWIP@4-ydXMToY;5#t%W{m`3&s6dsfwR>Jww%}H7Y3|&XucK=;`b5BJLGlev%g8 zZT<>%o;EJmcM>@(vg+!QSo-~h2aXcSzW?Dme2T83swlzQ zT=qKQbAvI|tzg2I4C?vG*t}fWn2xH0C@w!>K)W#j-12mxK$C`R?qgc`i;lwLxfdBU z?hw!Kl;Z7CwKim{>C{YxuCfAiOR1~w)65Hp!kd^|W^koI){!M(N@Tb zPo>OD1H5Kz{5haTjau{jDXXiId)2B{>#gH+=FDO4+_`^o{@l59tEuaM3)in-CmC@P}-w$1d7-$E!2$l4`QLXuTL)2U6re=eU zzR*w8zB-15c0M63?6{yU;y((VpU_g3()!Am99Ibq^q}cAlt;F6X~ZZ(_k9XL2)C`r{S%byXZDw%o6%y z?UtXAaO5*+?#t;j^8x6v+@8%}MiJ_$!?&wskx+z5{O6{rSo_BW! z9esqYfi!y1%v&6tS%j8nM=l)`gU`o9n|9B?M!)B$|6FJOi|}l^2o5BlP3L7~IPK0a z=7N#XQ zb&^tP+Gpl-V%c2g?VN(qATeB{mt7^~@Dw87T_GY{K*ZLeM7H_?5X1a6E}TiA-px$f zot1IYvC23RWes9(Bp-|oy}v9 zGJM@T0OaZ05?$4XHeYrJ;8di(mPC293Ul$UXHK5iho}`*;(;r|=^k)| zg#KZ~-4`e6xC<(dyq(SSyI?`M3%)P50HE>?;EX1On1_`V)fS=8L1Q5y3))IM8N%G|OF zRxY|q&*9>XdCxbF)hBCJJ7+GeUQ_WLsQ6Y||eA5SqG`vqRRQ z`F=PT+DMLYVum(5)_<|56-KA=^jrxXDnINv8?fB?doc zmQ>!pjCrlv+;aZ_fb@61qoey`w9L%W=t_D{g{d`3>00C$n-W-$KQy{l#Qo-4=(d3t z=+qYnkZt@W`V|~y&f|~xELfadz1ln?^cxQ{^W5p z0jqNc^GThG>YC@b*4`#NrhvluL=62z&*Zvk7;U5Ud9iFQ`A@`2*0BC@)Q|2$@H-R~ zi!t>oQ%QPyC7HaoB1~xZ>?W!*XDk!$(Lr0%|8hKoNp=b$v(%Jk4P{+Z zH*L#-c^8=4t0r~tw;(Ag>8+gazZE?nH*Os7zyJQuDb>sOy= zH^QG?d%nZq@|OS<26n~Z)*YIao<&_L5$~T?*)ny#A$Dy#5S=L-YTx<_KFD4{^44=G zt7?GTcWTL{?_%iUTtu$6w8h%lkem8WoH+1CjH-j-1#U0iM$jL`K>wf0>&om@EUe_Y zI~$kqAl;69BU7Bpc$;1F|u711f_>;ZQ0Z5%Xm8`0ozb202 zY)jd;3)`j=Y0}bBkm27IzZ>g_93)0y`-nM2gwA8ujeFGJ*jGL~Z4bEx5Oi!zwb)eB zH=DU#Y|qlJYw&3;MohaIafD7vgRl)8Tr8q<$BLSfcWOHIrZ>ZPu;c;W`0@m^}X-%*Axd3#$F_7MV%@~uv2%AQ7y<`JV zic0lJd!9_lE>Q@7IeRS4rw3CwbOw`tmhWzLw;Zo_4g~(Ph`4ZJ7~Pt+kx}7A+)$0; zS%%EV?qkMrSYL+?HZv~&zJMw698B^`6?$r%cQ8(4NFVun^WB*&{8}ne|IFS zw8Sv#_i8NHC!NLZTq=eJax8D+SjHIXF>ApL_M{7wW#G%XB)p7bv}P{PV#En_<@24e z=putABxC0)bA7$p0W71hu;_{bfz8Fa)26F4dySW{xN5xsaSVqXna0*}kEkNNFiane z^ff%S3dX6uyi+zMenN}V?+GrCmLFJ&brvucOYq#FlFom>!WVng-%N7Hba)8AZfA7t5E}Z6Q^CPnfs=~` z{`C}C8i{BAdH?_}P5veKsKI{^Y7F!m{6n}IvH+j52aNwpb|-^B4#wC( z!*&TI{LhqC*@6Ib$T%WURz>(-qe6J{P7Uf zYlHIoJ-(iOq58PfrzegfCHHs&n(m`hbcQC%zE2>AS8Md^|6(77t!-AX5WtTh_08V@E6iFjpO z*CliPdb)np0ac|?dCd&UaPX+bf#bP!UoW)b!%-CsYd0LN7UKz>^4b}4fz~;nk$E$h zWucO$P{+S6Z9i>Ho6D;?-(X^OJ9K*dK)=aZP^Ii1TOqS*Zm7(6-v zpV`4oFcYz#mX~L74pFtfIY-7=qp=Mcvs}TJjcdqgGz1XgC{?{?#C(5~mz~9+*&Mb3 zJ`|SX_WmX*k;&!jc=KfDinizvZAx;`s-#Vl=x56VQ6`yh91Sor! zz~#DQNzc*aYP2vdPGr@kadRC^j3DBHh*6Ez+r)+U*U{?k>jHPb4^kYOV5=_%p{r>Q zfyPNZ(|BUoRGcD;ta5a2M^T=ZfqpG1$L65cpzGC?ozSu!i&vXh^ z;$*v_4kxonk3H&k1ho)a>XNg~$?IRlvU5MOGfs@+pZlJoOS4jvD|GmAt-OzZq&=37 z@3Uj765VfR18_mz3JZH{I&||PH(v}qeUIK8zGA@HeOH;WNg~u|M(m(8Oq@=+XN2}{ z-rk$?`!QTAO6TznIW~JiAZ=c5;oHnnG<26|@G|Zi7YELyO~QH%z2Bs%RH!OAtlgK8 zN?B)<9D~qtY69%2KF8(kI`SVUfTJztx8%Hxn0V~{YLRj=i^A`|0$|wCdOcG#aDu3a3dGj;%(M^2(^EMrN#QB$~gnSk_zfRsr*zVi~t0V6XL z;?l(EYS6?7g;JYykL`%F8UTPt$VO5Ro#Lksdl_9|$%u)^26)z`Cjd6)cIZ5f!K8@`FI>dQl;iL&FVl@_;-to6 zs>~fl<_oSZJwk9DPvTrfB-JD9GVo_K(Eocx;t~@R$(;H+zx(@38pYYOXKCBEElQ=5qeqYO(MKQAqD2b~3=9}BU;ryttoXOJ zsRn;u)EMYB_{|7@rztbTud{QN9oerW=W+9w>G%Y_?X^vLnncReB)+Kh=hg!$ow8}Q zJ1;6sm^3wpQIkc`$jZl?kR#K0zVWB(yw4X^LQa)U8}MzcM9_DgH)TMZT;jQSRJVw05Tv~Mydf0a- zHH_)>e_NzOzv~!E?g@1-J9IGG>T&{<@hDP+;b4<^1I?g*q#G4cq>{+Mfio&T9OBHe z^QA1QidJr4?TGD}t!SBB5b=r7c8jlF!_ccY3PTf&-6SvFM{}2#*X-C^6vpmBk{_C% znFD3zwCfdET@So-OC@?rBWA{EW4A+;+YE+y^B~llx=T7S++QLM&uiDkrQ=nuExAm{ z)}a7|?h0mqgJmRWe~IC3@n)~Ot_9xTGyV8!W?wJ*yU%1<>ieA96@`}cR*FWY(;Sa;a`oS<@|5adM@S0 zHf@$jpMkyy3HO8|oNy1E#{V($2-+0es;!CWwu;a_9|Q19<29W6;W+@KhuX{abd-GYWgOp5R%3ojHie2> zwW=8#zb7swx#DFfjFLtVwo(!ohsV1^IFv1-RvSu(aNzhg`hD1(;u6^)_kRB|rC-m% zueg8&$H@R3x}ZfPesI*Kl!h;mDCAzfXf|@TW$NfnI~(jOAktDQH|oVPz>^&14f37yXcjS01op z*&9`KSH&~7KWvDJk%GVgF`mpf48~NYV$Q;?*cgZyj&VPC)UOiR+W9bQVaL+?<3@xW zoOB}{A@p!4O60s7$hke`z{#~cP|OnE+%BVIH@}93TES@2-e+lq-A|c z{V=w8iiwpeAzmqb@&_Du7Y;>}wNfUhWy*cDwbT^G+@+#e=-vBH6ya1$=*a;-VzGu4 z{>*lV{%9#6va{3=57|BfL+fZ_*5AXpuF$(5>(#;bscdwcPZx2fQ?*aiZC5W2^*Vs# z1`*~tJ8Bo_K0N>&pw%+TX*YMX=gUD2sa^JvFZYUoUwoCCH$Zt+*=p_hyHw`nkk)B5 zvEO_Fz`Si=!Law(su<3;snY-9$Hnj)d7%pl_r$OnKA|;peD`zq<0y__6{@*z+|NAN ze}zFE#-iUs*0#!G6D%D)$bOa1FI$9?ytA|n&}04T3UU-eOTF*dm?0%6DDLrLbvxS! zwPf@bUGxkM*tbKRV@{sV6qIVyd2KH=r9!bT(S?5fTzD9-!CX&h^mU4F^Tm|wrPI?&*zw0#~x{M(4z!a>C z#NZ#0vzqka_i%e`i2oGnn?{al{1{ovzNZdY*^8?Av-|g`Tg!*Vb1&oSE5|nc0;U$_ z%xxCIqv4|1{Iuy#yc;^vZ**(=Ulr=}xAis=N1ox@wvZrwrdVWf?R=_`tCYw;*a#+SdFinYbV`DC>|k)0O)Tb}#x z1+`j@TKzk!xc`p#szD9@8Ppi)HTZ{c!>}zyzWx+XI{nu1DbsG_*;vF`M!e@iZmx<0 zTdr3BJ#^`(7#C-gl&MSO3sSb^>h5Qh&fS9kRc+pBCOLFz!2QLWG260>-4o=cx_oJ4 zA{zFm-TB27L`cb}=w(-NWCw(8ptMRT%*x5Gy5!rhp{}f?L~VfD_)XcF=w(-7**kC zl(n@%TM4rkIP=;T(ksfsLnju;I_7j1yNmD6nzKxIAs>g_r+JQ)S<*^Qpw0DxsK(4< z$1f5+{-BRF9wx~+d%0p`CA;08H^=k7mp8YEY(amlFe5(r-W9KA)(q@nOmUU*{BrIw z0v6xrU`AuS)MAW#-r0^uJ(&JevgkiXqLD4SmZI&I3=y!b!F~Wj&$#l__Q&+?|3*PL z_Np#1wkfV3b?ek3+yg*_4Nv~~>x}n59xfejLu#z#Gv^&Tgn!#?RF>vkeRnYc zJ}KHbTB~`UqTp%OqpR!Fl5VP7l&qLfYGcW(D@}M#%zDuy$haieOZ~JhN%@r+IO}q4 ziKsDK--~9`oe@O5cdxp9Uc-^T+}$W_g`#)FKzpL{#6qipd;?qT9A#d|-+t5X(?^7j zP}F`Ju~}Id9n#}_ zsHLbX6jct4|12^}C0eL$=Z|?s2|f;Sn4A`dLX%dr@Zl~Rg%-!kBy!oSd#?kq;MDnj>>7=o?+RQMhJ2ED=zLLJ0u7wB$Gq<0f4Dm1h{Cv7eZ8;ISdpV;9v zi)OxZFUv7OScdv=qNF{Iyk(s*(JLjzs1eS^c@&;I2S9dA0UDKxEE{k1EUNS?4*x)L zZazAu#@q}SK3LGMIXruq#OBUNFufs$+f!P9Tpsln=ZA->4S5=KEcNnHmx)uzbMqSXCr-or-WDQv zzo`<^WMTmNR_0U`%X{9=*A{Jk9nL4&^2Anz<2qcPLdJqkIDFcR8Ck-{Xx7M(p1B(^ zsNDdynT+8KTu6JVL)$z}!l-B*m&DFP`ZzL?I5s@`O8R zrRbyX(48bRahAK3KgBFA8WYbT6sF=#c!D=w{nFr>>QAqq^WT(%UV|F^D^X*h*We$* z;w6um6?2n}g|UC}x5P)XVVPcK%>EjKzEE;-;7dLz{)&i&Z>V?Hm8pDYeV8HZLjefb z{gC>{dSQF^d$xTkqFy#x7tr1{npYb(S1V!z=--Ng&#zT)vR}p}@jvle7|uIx4^Qj$ z{L3$tmji&t)(N`@S4pcMNYI?N09=`Oj+c>XyeMhR{6#`aEj{!N`rSVM`w!{Q46UlL zP-!704xX4sALZR(iQ;Ih%dvcT9*VWu7vB$nXa2#|&WmBg-NrcD$!9-peHV)tH;HVp z6xC&+?zM^kn44eSM0c<|8nqbcZpNv+D6*$-A6@)xB$B!$aT&AAzNOKpJ$UFKo6fWQ z(#d|6&eggtm{?UlEp*mZ28?aZt__z^S5e51&+%n##U{>ooy6;*(5i_Jk-P_7BC@kY zPzl>WR&p8*9W7b#g&5LXcIWV_?+My{b`)a8(rfKk%(u@qgmkIPhZ#a=O$n^U!l(~% z_DW^_0NLDMY$pF}X)D>)OB@mr&O69(3u5@XQEZ3~0pPN4C+e0w`j>Rm?}-D6!aQ*P z>Lww9O;EMzhNX@$1zzbHqo=K*qi-g$8NztE_@Wj~Y8l|wzZZ6ch0gh6&G)qVvOC)L z_C$@6sJf~ua#iy3jYwo>gJxt_{cL0>#<6jWV2sZ_rRmfjti3D7*x?_=c{5;aYc3ys zBT)JMY7df&t*|o?r%ifE8F_i8gloR2GN(Z~VGif&_vPT79+c^10ALwBjr(rBXqtZx zjY`Jx!)Plmw-Tm^V;fQNUE{f)FzYg4HVFr%FBeaZVv(ml5j|FO_@d+zew7f$WaVl! zz21j9;%HcZ!JWI;`m!Zq99Qp&L()A|pOLG(G1ViQ6?MJ?pdzgnX|vamP-)7s>*C1q za;-K|(J5{z*f|k;Ohgm+x4w_j z&C@&&9zkDiiEtKdJcP#Cj;yfe$IWTfO# zTp(?k{*e|9-Bl!{=@Jtrjw@TeYz&J_=<0NvtnjG-sJ0)Y=j4Zs>Zl;MP{vqow_Iw) z93baXG{qmuJsd6$M4_vP`N3}~PLbK5`)*g1_wVqy!*r}7B`xc=RcCTf%%t}+4QT~( zy#r<4$xnsl*`ES$JJJ8laB62uWtJ2;AJ_aGO7~KdtQs?RS~LKsR26);%8O3z&3RQQ z&JPPq51dP$pjViQc2-rD3{^Q^v&IqGel~$K#ffX=<3-7ncygb-tiE4`(ZR1HJabC4*KtTuNu_gpMlnYx&bw)K@Dn9gBsMJ1~sTb4Qfz> z8q}aBf?k7v5T-WfTzO=Gp{Yc6Uen86eB3E7l}K3XGx0<(T-=m1H)V)`$pUUGU zZ^}nC8Q+Av!2@XZWq*A9#eCZ2-a#Q>Q46#987oEfo$=F=s=QrTxH zYAZV~n|G(=nnW|S6&hAPY)8bNOKkbl6#%m{d#F^aF>uzUZKXuPR=a&o@}hk1&6LPD zfWzTQScmrEra=I|+!XPfsDl@o+HM44Z4EiMFXh)wVzjx%xgocm6qx$PDWptPPJ z-(Our*c^$rj6M06tdl;Ay`2?uHXiGOwE{Qn1~fkfY5Zr?| z4qH+?qbI}-ChYd6&BseQ2fR8jkxa93+Qet*&}O7B{vJZvkMGc!wD8-kTXhXu4h3M+ z<~xM$Y%SxYy_ENwd8Cm1@eMJ45)}U|)0_34oV=JUg#RK5|$S8M_Jv zM0Na{qEaORK0*)ieDp45h4B>WSyX?w|0LbDZ;<%=zu2wDD{v?-=e}dgELkU?X%%wE zt|_WG@Tt`mfTn$oNw@UkWxgdk+Cn=`3G9pF39L%)P2^g6E|nlh+mASq1w z5s}nw_yHQVhWK1zH+&Kl!#B|l2n@8QwvD`t{Pa@LeE%UP7nad!mb9sxYpgd2z&PJ3+CUGiHi&0(WJ?H6umrCm_I-anq{@xX88#3~B zdB^P`monr%aWBuA+Rf%e17AW92<<&&@ABPL14;JUpEI<);1gRkn*rk{+_ z-1SG`*H--ld2UcIJc4r6l$9+Zz{RHgNWuBMC zJwnIE8f{Yxrkcw>=8}3ap+5#NX=Y2pQsjN0m7mS@4fRotT0)3MX!-407-MNv#*-9- z>U(G@wICr5J418Qzgh!8;|D)ubZH+G%Jy@;!7Kpwovy&rN}p-&XV5AZ{RvxZKaMN9 zQQNu{cyrA^BWft_HK@T~M~#7AgMSFWtaj(SlNxphN^aqtvS}3NmvQ&P-Rg5f`v#Gg zQpn8k>&#jZ1VGEn(>d7&rAA4+UZUbXBm64ISIj|KR>aW#lDj)*s0|VQRuj6rC8_JHLC{8ejaG7-}64bztM8j{sQllMVq-tr_-W zI&Q}$7dS9n3_C8J;?m)j|8#%+5s(@>l9ye3(0N!fxQYSkVh_=GRphvjrj4^Wa(e3A zCD*DREptzyFqFP7aJHi96kGJI&8a^`Oos*`!?-$B^;HdVF|5wr`kxUCsXsCzue<3#M?QCtC2yV|2xC@H=8@E`5Y ze;dvnzKf-~KZ7(H%nZa(eywC~W@|-gxER2fDnr=1K9xSbl(<>QyiO`{WXP+zbll&b z(7y8Ss9(E`rFVK^X#pyYcu%rET!PMR1;gIA>Sbs0Tx|-durQV}>tUS4e*e`(t%@Q_mI)$0 zHl#w|7{4}tWTi@*U*;Nf^KKE9Y9AUoNgp11VaW&f=h5BRp9lvLiF9j_&If(0X?Slf z-bvzQ3F|!)qdlLK-qVFA<{}(ftkR{}sUCV}Q7G-C8bR5;dpz0u9N$GM6k8(z&{tRR zYSmg&XYHq1y69_onkJJQ`;5AM-TnnV`R_;9ia3sFd;Q&WE=)TP9H+%XNrTJiJB^42 zizrD~;MYd_AoWEig{Fm=RFre!?(1!>2BnsQNB3UQW`wL)?%i9m@S;93wdc~%S&ZE_ zFLx4Y`2qU3Vz8Pl4&awjX(X2UV@es>pDh8v(9#ggB`e8LI#60E<1jr_4@*Z|GIF(0 zD8z|#&21=fous5<;vFRIr%T>eqK)3?VQe8oJ{1RbE4Nov9L*!qydkxliz6mWX@Hio zF~{mp;_N9&gXz~viKo_m$kt+ImQo>X;dDCydJfm8Z`(2^{>pZayPrxuKL=hp*-_7^N{B_N#LGH^k~7hN{hB{L zt^PS?{XJMeh>(*r0XSsv0p6|}^1C-D>Yxbyg!T=hvS|ZCeq+R_ZPZdiGo?(6+Podg z=u2EPdxzpJpI4uw$wb5l!EM2}V#*y^QXlqm+arnm^~oH)Ja zG6ReyGVpj$0;YrZ@NT~b7)oH2hXM0x9}q;YjR#|=ii&N|r*kPSdWF%0hAdekf?(Gk z8!}F_hN-5*tIO$>lvL9Faz9jO-;PSpz19*-OFdr3iDA?H){jIE-_DTZGx+k0H__H} zpX?*()+VwROWtQuW)aC}C32o#rCU&X@ge5D{U}XSu{cF^2gWGo@zJ!_bXOkae7D7>id+wEq5&=LsJFPj<#11RizVaQ)6B%-Fb2!g zT|Q3vjCKoVa?W>1_4UkLkJ9bNK-{KD)OUW$7}QZGh@5_s*2{&>pOla0v-Op{rK<3sqKxKyG=!Yt3GI|0l!UauQB2i2ZA&Aakoe!rgtygB_pL4 zDNmCqDiWt%LvI~YGu13}`2kf2$=|I=)n!Xe;Cy1SIZ5ZEA&{n=?tfg@F`TC1_^*@&@*W zvi1&)?8s_s6Rh;}C^NSM!1?|WZeC8H@r(ig+wS|r;!@Sx;BewL`pYix_0kKt`iisa z>v2WoC~aAKqYl?k%k!Q-rv;(;yLs3+47H}J)MZ^?Dj#X+V-tm8f;jCWx~&2hW82Z5 z#ItY8K`xnlg_iF&Wm+c@eoW}|1qYv7(7kpH=FcU#;NTv}yF;I%EVx31r5Mj`i%ziH zbt_ihJ-BTs3jTMD`e3eINNrbZZr_%4tUvKe=%Zs5NTTzhhqb?|H8p)Zm{%je%Z+e;C(K z->Uw(XT#?>CR_kqtB)ncCQz7DK%207XlcZNQhL-wHL@p{FJ}GKYrZa<i2Ba$;xuNwYVr^ic#OmJl-`wWoif$P6s`u8h5SLoyP85amo2zf|G-woK_dH@` zRXOJpjHuh!4YOGbn7mzT&yKufL9_c`S1WV>H{*sP5EsjI45~KNn&Kkt>XdWuks57< zyyTv!Jc&&lghiyW~HP?Ixelt>1MnpOe16cH#!J76hRPbFVI6W7oVs4|klyqq85{1ri0yj?bX7 zSpNQ+IrAFVS6utM_iTCnTk^j9nz#dxX&L*L4Y!?5rB>Vg8I2#UMluDI{JW~pgvo2FT& zWoc#UHEpvjv&Q0^_So<^O?`g zeC9moJm-0=F01VfCvwAS9%zO3)0LPFSr34vtu@^}tkNciw%PGULij4p_g-jT{vOZI0N%jXg(r zDda=mdO+Q8(Xy8aeR2>5;ls(jp}r_4L<)ABUBNIgWm}CR|j2zSnjP?RV9* ze0!udMV4<+uP}}xJJrhXoL@NA`5$35`iYRWq5uFO07*naRL)-Tb=j?L8NaoXe#?!+ zxdgv62$)aGg(LvXbQb&=@5#x3>;2xqA&-J@f5dm9FZtH$`}^w3HM~4qPwpo_aP))o zciiu_J(+j>{POuHXy(_Plati<%i&`ho(9}OLK_tG(kCiSJvsI|y~l(Ddi)!z z;kk*inhd94P9D@Vv8&qRv9IY%fBWj~w@8Y+5Wh}}#0epU5JCtcgb;Orte}hk$sWzN`=QO&;EqLjQN~3-#us032z6OlM z#!}6&UTvz<_`A){Vr`J>zkXxoF)9KZ(Cf>oBqpT*5a8!~SI6*o)2F2cN8=qSs#58b zIqe>!UHMV$y0)Q#P8DW5P|^-p2Ll0SiI`Wa*Sg51F=o}}OwD+Ks#7Xm{DM^rvYK}! zaBO4RKBv;2V+rS#*V@tM=LO^rQ0cwr3L2ANtYz);gY;UiQiy-pp2eHzobYUHj(bD3 z5~9}@^YHrvNS*mJMVCGRVCt%_=&GUAy)j*M2LL!@5>C~W=g|GMj^fZ5x@Zz{_xsTwhz@}8>!u7i}A(84bOT|zu3R;U^Tb`7k5_ha2^ZKmI`kxx5sq}QxU3M|w%iX%Ht;Oy;=m5pWX z?RULUM8DUr;q+LynzU7TWs5yqo>OV(mtIy|W^Qd|*gN_2+BS?YuUrYOTatUG2+Psx zSR;nFCgg!2!XA5?TZ#AHhreLdh!2^0So|JAud9{N zY^^sfrUhfKKZ5ybwMtl#k;w$tGlWl?#hL5ozx(|DndXhuvM*LcrHxwIpE}q;jIJBO zmNA?=pjMWLPVS7eg9(9NrFfL6tFzHB2zOI63IT(Yx=!r>_!#?v(enl~xLU19dOb6U z9Lm^H+#KI#>bs%P-I0*iUTpvTFk{E7)aS>xT2ozJ#GEN`-Be}9^#URa+{?~}ymzGmWcXIR?apHYdbh*z=4 zaB}h->C@dFU9{SR-ZJqk7A={|_I;JSu6;#4H*Fq^_I4sSyO`d+)V_ItyEJyxn?v6p z=hCN0Wt;pQv4#TcHgwbM#=6e{06LnOaBRsTeC!KrGfo_Synt@Q5nN1Ch%Z&o_th7p zd2i3{+70)U?gv%v8qP+eZ4!jv!6x+Xr3%LlTW}CKM8EN!xRIgGV}%|xQ=TTv%!`H@ zYP&?#j~O%?d=b~4U7%(K-KDiXxo6b20jCgE{8nFOz+f=oFk&Q5mg;+Lc$fk6%c)em zc%d^>TbQ&OBk7rXtgTF_s8kt3PcKeq>SLcUSi7C8u4=1AWu^(4WscM{Cg5LBjW5og ztj1JpWP7wF$+7Ah(PvyZ&)Ki#&9doeP1NmlW;UdjxMO3ZrQD!a+V7|D6r<6A(I9Qs zg!oSqpo`z_$o6h@8mt1K4_6%I{J?h1e%_L|U%#DR78KT;A$=TKxl9eHf6NPKK+HO9 z5>FC2Mg>$|R}NyS&1;PLws-BIIj7BFPOf_zlVm*(*3JM_JBJYz2Jz8xeEzl?*j@|_ zx$7^fqIc$UWy`hNpI`BKpJy-SaxicpZ@k_I0E-omvv=?czPL1tZ%(NTc#E3bo18z! z-p6iN?Cu#ko}@R|;^&~!6g$ms@~f5O?+4*QcAUJVCQq~)J(ibG;n&;-lbSt!4IGOI zKE8?@`%d7{ITQek79A zuu|1ixc=DJY3!h5E%0@sy1%i*^|T+K&QqV8b1hz_dXAh2d%vHBF?k=aJ-;7-q_m(e)UZ@jk{IE@W4zw8XFae^eWw-+CVd^!jotH|+<~ZipI?CG9wYsfD_{-b&rP zUj|jrk2U4df2jd&Naql=CI&Qm1E$5dC*aDxnqcnePN(JST$Wr)#62kYj$&=UycAHfm z^Yvdo1Utf2vCABrhPa;kkRxp$WzMFWYR)wu`N$z}(z)h3VW_B}fnyP49%#zR7V5p- zY(fCq(X;768c`XlUc;=j!|~ks7?EQ>V9Bd0Abn(32TXKTq?Gy4(jpFk7Kc`FX2NH* zwM@qHoVvDMv-QJz?fYaM%_BH95dbHT=4>DQ9fNHXDD9%Ey(cwQd++^+pJdXey4Ul% ztjd%nM^xJO(tvNk!Wx~OGi@R|0pM2;24=0M`d~U)ebjSWbG##iJL@smR1;J)857Vt zkl}+}`6$DLpayDUD7t(r5R!OBnQeMh9IaXQc|}@}{@N zYvxb1%h*)=oe;6vg8^-P$u6_w4M)`ny^W^{A-30eJuHrj9qMzDY}=m7ifV#F+;MYI z&qHt2l3S#~tZ5Jj2dit=u+aB87x)kwGc!zXs&kO`z%nA*Y$Si}EN+#~4E}s22P@4m zkJ(GRjIRKA_^FR*)kO2hyny%EZxxK&-}N~F>R&v>#zPKNlw=ThS#7nMI;Shyxdy_6 zDu}UDTj8F5_8{-AY);dYAKzK{F}NMo=a182emDTh`_(qQfRVm92db?CX-6*M+cSj2 zLl@!J>TLj)1bxOUPYordX?MaFbqB!nfoJL4+J*D!juaKEfV$VvP)aK_=VJkaknzDu5?X^|R?r@kIHgv(lvWPwNbBPL6!O`yt zc5WP1dl@^O`VfE~#gXJJR|A@}pQ@lPaFD7F?Ui_dn>SSu(0XPooO|~ma>$!_gsaJd ztfP6PulXFmhX%3DVQS4I+*w`ze$%u-y%0tdEjYShRhom|RIS*xNd1=d$m4j1x4^{L zAAkhMaLi4rhLelfdcmY9MbIY)3oo zNd`XHiSYrdAe?=6B1P5#WTo70yXNIzpU4r@u??_f@H$nT=k1uw^c)q&q3x%ca6?T3 z7`CZFj!E1}to_vC%0Z*(DD??{)XYQ?AeOf1%JYT#@is8*

K(?yo~uj9?N1+0ovgY^D(2g!PW z6NZ^1$VAFCe8oeJuW?-y%&vH~ zFL~s&U{a4Hvt{%y7W^Nt)n8>$8#6xNpg!w6+fTv8wvwU>bGo!wJL?>+D!J5bGzE=q zNk~%fllt|*$1(}eBVRM>z;FPj&2S?rT|-7jIWr1WW`v283o~QK5F7%o-s&1tT491# zQ^dij4C*yf@6YF39mM44{oFVfi_chfF4HExg`-IU7RA}DiE34Qyvtud!$XhtBk_t_ zfi*QV<*{eG;&$aDlAnDKfX;r)aN9DDDdwA*b73d|S53<~bkUhhmkQBp)pKj^oX4u2 zZj9*FljI0hXtXj7ynXb92I%p&QP+DJ*!1t$U zJ$D3;C93b>4lT{uwc{E`A}jdUv+6o?b3{khZY#&#V=hzU)oZU=wU{%HET&;+Ut&K| zwF|l|?@#b_7xFs{MTZLBEY3g8u_gPl3$Vt*PJMnSP4cBd!CvwLtugC241n*?Hzv4I zHPw2EJ*5@_o`2j42h&0peB#Jk52$O7CMyk7pK7v9>tUf$-v=E-j5N$VicXjTsImG_jFZTR?x-Y#r^q-7k|22E5?!M zD_FWTwzeNSz-Ok@@!?H6ESkXeW@_chCa@WaeLR0rh$VH`4N`Z_tzGfD^xRKOefbD* ziZ|a-)l=X9DwCv`%Um5C{<{O5HG7P-%_^qX_GifZR1Iv7ysy&9TF-37nN=zXJYCa^ zxXP_Qmg(waVLtUKK1%6GW8NfSkSZpZb#xDxHzkw%(lkDJ@%SC*;(leouG9J5jq03bT1smEIbEDXnq_X;?=c_=z zxpx7NKGT&(ZYB6nQt783oQGF8RRc$8QL|DF&^%!WGv_wO+g|mBb~n9A+$!+ez8&A1 z%?rDqFTkYoJA$7c$AP12h4aDkpS2_gt5}C@mR41YOwxM0tytBhu6IgWOXTSH(OTbG(&g3CXV^FG z2w^pyBG#v9nbH1dTuXNGd4>w^oc&wkWbHu0+w<|wRqxrLh^{0YjK|;AnR-`M%ek`r zLawx!M$3y|(a1}EF4AYNCw{ms3;NXE71NDxs&-$chrdHtn-%Oo1oz{}J7A~AVoyVn< zDl6mMfoh7L7{wD074ytIl^L_d(3O!rI*`%Ej*~idp7#GxfSrRUb9yu(JxLYavUhdj zg=ZVlCi5%Cwo;Ri*9L@RMIx7s!}(yd`cANO_!qO=Kg_lGtISb#Epe^yNlscKExWa3 zOds_ga4t=!AlH%w^Dpu7TmH4@BhJnf4aV9wT@`wBvb|ejcx^5RCvF2^KtT~Fma77p z9iCU&21{0^(yCJceX9%<+NxDvm&YC_vg0i3pPx+e6Uzbc_HXb%zh-~6-wM*BU)~R> zEh-BVRL2E7{RP|}Y0Puaogp$oO{R8fRYlZE3v6w*q*bf)5;|%m)}H(CXyIrc+=9$+ zx8j_Alj0%jvsJ%a3v}f=nk;yf93S<))}i_wrrG%fZu*GzSJid?(9f5#8`cE90m@6% zcg5*zjk$QqoaETk7&U6*=|s>IeD-xI)w*hi4piH;eC$hzwdhTY6YtWxX4QYa^-SO* z4we;62~wXEgNZ3N%|`uiCshdXw<7_%5JCtcgb?DMG8n*c57W-?;dXZ+{wETki~mVP z3riN&te)FCsafFB9*3}8JD#${Bpfd-t-Y=JyI*2n>P|bON)9#Ix0RCA8ytJ!D|YDB z>PF^`+p9sF_Nlf*uT0G56|*2h0`7kQRY8nu?~{I`3uE4XjUP(7(Ybo}9k;pgRqQYR z?ofxB^r~rhWV?1IjfYLftFsFxX6mET_UZOmj+;cHiJpFA+u!x^+%LQXTcS%$;CgSh zbs^N!f}5Skk)v^7N~+o;nA`6WzC6*G(d{xgWux}Vx|tQy!}KI(h55vJsUl2;l~#n+ zOW}IC2il3M&-gQ?dl>O%d$t^N!tbqp09?4~h259a={W95K8aDO@UsGr=EibUA=y@V^s?E}Yr?=zQ&VjOObGBSptEJtC zd9o$Ohy6P*@bGlCk9bPS3igJ6d`J3llxux?osEu`6RWPW$os`$rZ=%YV{o8 z((<*W@6GzJ{~z>F6AEMEuxT7z`@09Gv?R&Nhb|69d=sfYuh!OPv~1Ua@ePl0ENC(S zHog|>xR>=M-$tbn+n3y+EGr+YF3q_7ACKkJ!yP}=_2l5L8w5;0L*(2Y1SF_cU!9Ly zAzs9EXC=SJy z(D1EE_y)fVz{vzN^71NK{k<8_O_&Ej!DCbC-?tTqMt?$&C{p) zRhbb(yBT@F@h8$edl5WE?Ik|EFNFqf)r8*Ij%$6j!kKx!05cPF&RsHKW1|YQO&O{o z_PP~O*)8a&y5cd~;}F(YKBwBP9;VqURoTV)I=ge)(a^OFD;pI+B*kTr{=^y{&2r$t zA+;?lJ3W{1f$bR5#lWc~wd%huqcu~;7(=!G(#HWKlg*$h`bhU#1Y5YiQbu;UBP9t}NQzYH_LCQY-MpFXI8wo~Y5$Dzh0$=2i^NHUF8(GoMx#+GCW!yp zgazr07^e0{ws%V4T+j$2Ha$V)Xw|p4*ZPV4;Jbi8_k8?|R62RdhEIw8>^xoG8pq-a zl`nX!XK|l#;XK+(rI6a6*+Xi_i8S@Ef7i#8azzcZ*X(b=oUrqp(S>s6l1e{(AaWE& zgYm8kR&{%ODAyuSle|OirCd9G8{bC!#Fh113Ep;pR?EE`OTMlK;Ax-D?6n?=-Uxj! zzX5>8+J>Y4)3}mp$-yX9(#X=sX)_aaspWU#&Eg2kE zfwgG`jrXYnZLwYFtF8-oso})~q&B;A>qzj!&2XEn>J60rv>jb(InG_f+2N%ocbu%N zFrs1S!D?Jw)WCRR+eDo5lE`2GDd*Q-xa0op1FfklP_I`-mhSG4t)CaEyKdJ*=(4OY zmHi)N`22F}H&ZFyWkqF}S(wqiPh-CMP)*eMwQ9nmN#%I#UV}lWK0ndjUZ<%|G8)zvkr)I>vQS z=kCY&dZeY5)5PDJMjllFc-!QYRN%^YTe4U+MqR_r$_n{c;sE-$t0cHg1!-mlnVj_* z&W4|ibnc*nQ#&g?VcKZkI@=LzD;11Kv@F7}{5(;Wohd0-*Z+FX6&TTQBj19|Ts8c8 zvT`~4hD~|n$^dR=s|n}cUG2D(3IjrO*mg=y_+3vc=3f>|FbfJHzkv$ezP%Je@1QLF z5_hoKMopevyi&!$j#ao?;#6G} zgOe-Y7{=4YvxGL8>e{il&nvWhrUP?Lmhy316`)3r`GAN`PhdHG)*t*T)lEgG)CBv% zj_Ucgx$rFyzFhP9Eh%I0#Lk2VRghnh-(lH{3yop;o2U_VQQN52R}6W{xd6M3?3L0f_FooXmVP`g@$JJ*Mp$Z8>wc zkXQO$q~sk{W#0AS$y|2rf|W@H(brTudz<<Oq5WknKpo>4m zhNbl=`*bk?y}$2)*|7C6dUEam@16WPou-}P{Mriyys2jXb&oH`{lYZ%P2GU!cd7-_ zCjSrkvhxN;hNfa%qgGl{lQU`h;0yd76XvKv;H(AynD6|8%R%ipe_G9sPqMbaF{H^a z0(3KbExIB-As4p-5Zi1hkEA@oLp%D=Xiz->o_*4r>{W;U(ZM;u!tv_Taq~h$3UakH zaw}n@&wKzveQwg>!0Q~bUWA*s8k{DcOU2XDmijXu# zgjFLyX6fR1jvq+k@g{1L#jTwaJG`DCElERmw%Q}^>0!aEueaxFmKpsXQ}z4LesG>n zHI=>p)2*QV-!1ycgz}nf68Ak{ zt5$s8_})N5ra4_3+@vy7wVi7E!+ehXj{7oscET@yXW?jrHc!>CNc<_5&?g6Rw&^5n zI;d6j@J}9LdDSd@e9RdbqCWp_SEDJ|9f@5-Pue}B27$NQRQ+d>x*i{lCcDQZ;+hWP zzv=bO3=9SN_)oAQv8`&+xa+1HC7Bu`M(c<ZRqdo@AxsPiUb z4kzN|(2PJo)dnldaRP@ARAFat!h8QZ41l+PeM}ze$iDBQ={H{O-A>7K;EKKrLkkE?iatO}qew#}rh zdIFXe`B;3T3deaxtYJrtI}e0*#GC*Ap9+jdwR! zIyY1S@8MN36t$?vEkBVfkEr%0t(&;~?qj)CxUJw!B<7y(e7oi#OP8s%$JB{Q#Jqo& zW)lKb1?C#MB31F*`m=x4{%-w%!<;>6U%P_d?)3!hM-KVj$8*1O3+~A1@89O+%+DG9 z?lS;8YOyU#=Y;2ItP9j&ci}5xv@<)+&KwKY?offo%IS%? zBp$~nEtx~@UIL(}UmBxkWMfiNg^7uG?PGuR#Z4Z0(4Stro>#v(vxk@jA4<#I3GJ?4 zf3LaSSoZ!N=FdM(vZ(3k-~a$107*naRE;V+m~}J{%g#YO`qd*uY`vXE*zl!JOyF}~ zZt*z)Y0u`;>t-ZhKK(Ok7gdVn_E+I(+v!BkO6ChD0g#iYM^|lR>ahnHoAV?9S0iTQ zp}U4%&Qb(&#;Gt?@ti&j+z9dCO{93-^|&dk+qKz_gN&_|JF{i!~AfLFFVS=JG=aALSKK9 zz5QMXRO==u7gL6O`7DEXhoG-gD|$KYhq1b&Ip3UVj;3ajJFMa-vR#AdA8dhh6O~zV zxVW`yHyH`v>eR~kxTOi`a&qa}r5qEDnxtwxb29oj`fwuEnMWdi|Mjpg8Q)o56Q)Gv za>~X9OA9NEM)jQPyBm1?nJ~WpK8^J2DpmPxlL6Q|D(K-A&+18Cn zj8g%>UTE`1FhG^c)oiz}&34SYB$5v29C01%d{h5$(m(`0Gy) zHS34k^A`WbWg7JHq{WX1{;=2L?`Tlf5Qwg5w3E{C7rL&t?($aGLy42d=U&*i(P4f#j?EfV zQBVp%Sxyo46OUrFvLU~nn#7B*3}oBRD)KUJH*ws3$_krqUvu?fA@fG4Z4jO@+c*;c zAWp8fm{zE5K041v`1v*dQ_t1kfmCr9;@3%lE`$(52qA>Hr=$36r@_CR z>rj#eMxR3RleH z(EQ!MdArcZT5z^zcKwzPXFtO&xZ@vsJok&jH)jLzobDxJ563d+h0c^$s@1Yk?<~sn zmN=Oea{7j>BX(w`%$ReT1&dYTs7~6$6x#Y=z3w&ax^@NNSiSL- zhPJ}0o;k&v)T&iQl?jnixr`d*KpRt4)NO5CTb{Q21cQwO39qaIAme~q5wSdTj_Y}9 zzo3Vsj!spPl-szn>Xgb=e7N&9EUQaNedrPVB7y+Wm};@=Ka^b8K+N?j#rbf43r2_C z*`Diuv2LG{CZ1}w$oq{4i2ve0%dg$NZf_1o-=#lhF={`zF0>2BOuBMDNz2ytD#dw4 z)-$wxV=ik7$MA4{m64-2wZy0~;oP9a`xu8rL+4*zPZqh$!Aor<|`B4 zVMnwDW4aU)a9yR<7I`#9r?p_>3&nUeQrRKn$9U88*z;5umtgLy`gy1Jc%0>5n6Un3 z&;RdpSQqseeGJdWJ~U~r3U;*(GNFlM2DbVF4&GE-7ml1Lrdp?G@(?Yd37-Lw_{sOA z?z%z8g5*edvTI~Az2uqi>rDeqtN^I3@F=ve( z*AuT{W?@dB(W=hE#8wH+eAj|Urug#B_iCHR+K$_Z9QGDnmi48&RAmQ5zj~0K`(D9d zW(hSzvGX&R5HvQ7w1cs=wGNt&_s9Q>oqxtl@V7Pdts>6si>dv&MVA)1df4FCKvi&S z;95ab^UK&4Wnh+C^ZEVh0CArs&}m5oracD&a3FjR<}Rj~JDXCHsIJSMUhPHksF}E5 z_?eu2YHU)PT|~WEGtg95vCUM~Ou2Ab$1^vd;qdc&Fg>M;&fY9E!{5D_E7^9nH4c2e zz|7Quy`>H>D^>WfnZM7UeTwR|TYJ#k_S%Tn^xo}3*H@QvYVR1?gD&bk3DCto(P{7j zX3p=z%>oT3HG`tze&=~}uRnuUh1Y&D{<}YGk6roK%ZT_Yj18V|apBWD`zyDc5kh{l z8cqQ~71+i&_vLzl4VP04T#i@!bO-kLq<7>D zG(#U`@Qdm(H!ruv?(i0lw11KBepG>B178Pvwk)T`{w3r`r~+f-=H~E~_uJ&o{g`Ig zRKYsq^;EuZ^dkEX2&~P6x)%RrzP!r6%Gz+5c%wg`!hJd1i2gLVk%lhhr_aV3Kx)MTIk&-%;)Jj2Zd_ z?mz!bT(&!w<|?)EjaQDax!K1!^oij5XKE5C;p;2Ec+7geJaBmblV9DF9)5Z)=d^0e zjHhKjzSs71%3~y4e zlTUY50eTAl>^fylM4JkXM)hUX_WDLnc#q??WeL2qSWOoACjZQ|sNQ@qGzQbFYFkEG z^Uhcv-^H;GFVMn7RqUU)SrrB}HPe!rs=hm(pY6j}yFgb}jfa;ymiECKT&+uSG%do$ zpnBeyYi+Twyovd?^_=}!1%j;~@5!NgKhf>&q1ZjS{Et1^_nCf^)oW0kTfmgrT`8-8 z3H8)@v`&pBHt+!gi;kf^t7<`*I5~4={Wg62wa3g`O^E3-GD!aMIM?=M(s5xI04)0s z=9*hO>gSxsEKhB3C_Z+aGw&Uv+xjP{@=~ekR~_17tu5nHz7NY@zFlvkbH{$zQSPpsOPdSELE9ha1x)c5K{@UO7-1{=A?|w|u zR#i;SBitFkzAZ6#c4Gg`?}2|_VV?iRhC@bHFINHjw%1L`wXVmFayRrfgW^E*MC=RG z(N+{=QlM6*cX~WZ3)eI@9Q9$o<5~a=c8+{+GM){e#`5B`YA_sn@-2*dJ?UMiGG&em zVs^f)V`FYF9Bhm@TC2UlUN!|ZN!UzmlkrqktDx9oMg;qwI>PqP5A(@eYM}MqNiTA4 zmgC@PL6b)6c3nN<`7tF3Q!RYGPOYjNs`Ydo)QTrtox-A2wH4b~GLVy}@@dt|i3e@e ze&|HEE>syzF`}VEQx(YXJzq|*7FK`O>8{gum5D{+4&y>iLCF4t8#6BPd9;oES(K_OG|%sFf}?F!5y6Pfs%C)E z#=d4>`JI}KZiIK&R<)mhfCha$skii14pylwjb=_6m}#o`>5?C}vL|~5-r#11BW{)j zOq-)t)mwIJ$#T2p7+QCs(n{6iusXN})A|jG9R3bTTU5P{9!;}plz*BMdvCm&{fYciihtjaP;FLRxz9shw?D{91-TT|PdDrL>QJ=1j zYXa(OYxbVE=Skn)XfM`OUT^5n#l`R8Kd3D?hN;dm7F6uLWk6L?6E=DX>5`I0luqe9 zq|%LacXv0Ef~0_i#G$*pyQI4t1*9bo&9~9_eeZYw-rx6^9`@P$tTk)qnVDy1?S(b( zf(3Xk7tM<5&SK{NINw`rJzZ_b{2F@20~@8_^+a;Ib4%&SDs)hk4V%MwxP-P|uqzbt z_>BGWt_0}JDlYz=AynSf)C9kqJ@(vB^V84v^wAul`{~g`%bGK1)woCYO<2dd{!{*) zh$_z*m(N0`n+`O`KBlv+1~2mRuwk>UIupH{1+*%E$``9uG-%bjSu zl9F58{Uh4)>fBMgS!=N2IjcMi-&iOVb1uIID)2<~oruY(c1ZlkFS-P@AJOLdqXnM6#`bj zzusyKa$i{wvqw<2<>>1v46JW8H&^+l9&P>^b9>spVYpd!=T9c>Z&5<6s5n>RFEEnf zGW|j`nN)A58}pSa{106vl&4&Ic$2rb%OA(4+XHuBrJ2kHGPkyTEX&r?(B33o`TSwq z$#F~-hicg+=+vnc@)NU$l@t;IpTTt^Y8U>3xjwP=x)tSA--k0Yph0|t-3v>Cs4y`0 zC>!61XenBq8Pn8CLG{JTiei`X@XVd@q1Y%4k9StWNUe`k#rn>jeDNtnsbbgZg<#2@R?KZ!e18-%F?Bk=z+G2TVt%`tOw$XsQ2J~2=Ssf7+ty407{aay?f5VMp zK}{ie3wJ5fce=fO+mCMqb3n0-#xmOqujTj-g&M6UORkT?uk;YTv+0Yfz!FnPD2&`m zp9(-_1WC3>{i~0PA}JvbqBIxcJo>sGjq6ECwtpQ&^gfup3|DL>)kGG4nm=4zylm0O zjX~u>2IzEv8P*U8|!@?wk&w0T(8a71=ool6?RC)&86%Z zVd|9594ViZBDuAEQlI?rgS+ryCHmpcsi+IoTC5_;iVWH?b3o)vdx$&_{T7U811D^6 zCl?{Z@22lCFe+76e03%;@Gaq6LLxCMyK2Ys^`rtOXK6#0B((HwyM{`xW}Mj- zRm<$Sa}QDf{BC$t-%1xYRw%OzoOD;P7107+SDW$n;fOBWUtc+E`4yjv4b_BIyBvW* zTDp8;EzdQuJe_b`PJiS(Br|!9aK~zvOY_b5BgsY%MAYuT?Q`r zif!@rfp^RwKWs7EOZQU@hIU_1@sl;|dpzkMDxAEmgO8sXCb%rFHna)TOp|ebO`RX` zM_IMfVd1s<6)DrU%g)gowewf5*-MbD(y8FFjNe4&s;a@ZW2y*cb~?)vdbB_9K6XIc zFpQC$Wcy4O**zlFwX>M#4hC)x#$4=TMVmxyiJR0818Y=yVQzWU-j|fYOna?uM4gbN z@X3k^?^}Y_nikL{yj7@g4ylgvs6Y#?=d9G?aETg!*4*l-Og(}LMf7C{s;p_+>(XI5 zlfT=4t$G{5a%Yp(DqEHs#!&~nOAe>9zQ%0CA~A1rg(`>zqq)X^xN7Mt<7i7Lm$4Eq zgexO$STzL%Wc?RtH|BQUP3p{O`y!@sw>k*XC-R!VUF8{t+y-m`kJS4UaM?oh2R}vj zj`?f!F?48qmg&FGC@Y}+m{AK=BCYfPGl@#^SVSrO>PZr4GeL^-`Vet?|Kh5z7^UBk zyJNR@7i-Q(RrcVj_>I$iCv0ofe51~4FzWnFr|ZJ8BMko!Fz|Ku=oNr>c+^zVq-GCo>0GAF(yc-s1eL04d(#cL_<3d^UorUYwl~ z9cCiu2zWaQ8kM#!OFau69hew%Udq+A!FRiGvASk5PTvTlz^)gloE?bf2ai{oB3`}u zH1Bv?YAWWlpUzMCGId6`#Ewz~Aq3yKKbA$Lq~M$Y8x&8* z=@y~HmE9C4H;m#t+MHTN9;xOz;IN}3tgiavT`gS-c;B_j7pSX_?<9*b6ir!IaaZi@ zQK`m`SOnja#j2Nftt#1`6C~87;ykJ}daM#DnB%QvcA&8czFw90mk}A!i?-%d`B)B{ z)5zfEbCAL|apZAi%a!MD;4^}w@q#mFe!wb_I@cMA*^Z0D&O#nI8}>6$cG^iwot$9` zt2Ha8O;!av-+SFDaXyjOr>pByH*+!MdXDMUerQUVQz<&gqz+-H+kme)MmKT^mKGNH zZX~8B!nv!kvSxR7vqxaV7jx^Z5P>E7`R*J1p6KTe+2flYl9J1m7;1 z#kIXLJY_+Uw#|1#TuhS&l&`hx{A9h&(bem9a)zth-DmC2);SM%KlD%9xP0*P@-12_ zAoL+}9AzNcEk?W0;Lihwn;a!y z2d}cVStp}FLP2)T{(~o30>dNNn+lY*boIh{L_Y6+l!fsf~ z(x|A!m`SZaH{^r9T|Iq{S^q;LI3NG1i5#wSt`G&o?|f6Fi5b|vbS)+c&{fwmM*=xH ztP0n;=T6<)(~gz=L3{G9oNaDoMR1#{OM>s_}O&`5$vEp`;$ z2M~|?9GcJ_@imFYz;N>o=;FjASEBL~%*Xzu(}7>OjHqRNP&DS-hVi&iXCbfEQbmd9 z2{ZBbr&y$EUaRRXW4zclNOI=I#NZpe-OPCv54slt!DVL&1?##$HxPV3nn`%JqZ|jW zCrf;ESDn34+Z;SNE-UhXprtC0aoEQ)1KstSMro&doR{|aHDr-<* zKm^Ya29WBLAV7v=uQ=?pBjD9k#R@|A8`W~-4YT<8IhNYKPU#sBv7c{QO_PC2y=`dp zFM*AA_;9SO#mF5r-wq~IQ>tArpY-6B0O^A0uxb9YOH6bIxjK+JxR9ORPe;se8zYS# zxqn)|PVb+AC#~c( zI0qir(%~J$a%`8Bzv@MM7owV}Sz$Uogq+jXIQDJcz9>$cLAk|SuGeYbm$VEC&4~I6 zYShw-sh5ZX)$7wV~!d8XXvOT{5Ptt zUj>%?6!tda!Y`9t)F+p6{XkqtNvACG7VVY#1v^CZ@|H0Ct0s(3|`z;u8ado(W z*-vauvo1zpyH&_y~vu*dJcE+x6+y#d#H+q|@`Jx8CQx132qXMnXlUZ{GCD2C%O79pXX zJe<;BEU6K)mf)05$BimSXxJdJIvEEhpf4eCyru97QVkHaO?W|}RFP#lDPPQj`n-qm zb4TP~^sCdhUB>9O@GJ&im7qp}yZ`a5;0Q6Yu}M>Tya(Qy-L;4qx8pOr;ds?)pL40V zSe}HpSw>$j4|$27%2O)Mzuk!N%9QfYdlH{FCKlqDywF8Di*bIK@=Q}va2)X_0T~V* zRFT|Y>-&8CyLE9ZQy$jkKVQen#)!pr|Gz$fbpQ7xxaT$d&!^uYa~9gMp#p zC*X_*Lqo%nbbe^`vg^rO`tfSZ)31lT++4_{g+_0{~q=WDm=Uw^ko*p`SdZU{^KMxmc!ra$9!+@L4 zjvCh29G7QH)N8yhe|PNgoXi17L8Ne6a?+TyAN*^5vLLKc(sG4{O54ey5lkg0`c~;c@o;%+5#nW*%BQsH&i@4grL3x zB?DtQK0fvzs(Rkd>(8Yr@~q~5JyUrylNKC4r(KBd@Liz%{QOeAHlir;o@&!!EB_9U zGb13OaCCHxBo`t>L_`!25J+Y-MF|NBabF3Wv@p5+JsTVvYGi5}5+9F~BObN&d$y#* z(+0@u8=IRSw;DmRvd8zSPj$G^$VjyQNW!4>bW)&KB$AZ>+sMd>zHcdT{t&ClAXZv> zI>3_wO|oh>D~)Hb8u;A~3DWsoyQikG?d|RH88rgr3+_gDr`o*T$$U;lKzuHH0pdA^ ze|CnhZ*Qv|Hbp_e$R;c}81-5S^!4?D>GL>jfQX_HqQrwLDo*SLqX9EkQvX-4x+lNz z0xKyg)!Ht916J$dx9#uw3We`nwhImR!I1zM#9EvY z89BK^gfIi5Rl5)0L)s8Ph+`G7nD#ls;b9sS0neSCZK48pF_&+Z!QN!83O|K+=AV(#Oo z)>U9cQ30$B48s;2L{VSxnb=_a|0-0=0J;B)g{7q>2LYNmU`mnE(Oj_oi45v%jxDvd z965==>C9`bo=>~mzjk&A_}!0f;3ESjfu$uNBeT|FI@E^MzY;#P? zFUn&sX;9Q6P^|3?MJHUIU|r}h#W5T7LkmRjS^F~H5qdE@f{m=y>FfSI3=8-Vxk z2+#mm)3$uD?zv0akVGSw8jOrXy|Fi$BUs@GoFp`1RX4S}QfnE%?7-i$dR!L|R-Un{ z`xqq*2q4lWLF73;4%DbNLC)~}MRtFErjV>9GcrTdAV!1)Nf zMytnJfFM-YeKmytxDgI;7M(Y{nK8k^@En|+h6B;0$%4Lo$8Au(4s!n?s-)LKLgeat zo>YLQZ#eKc>)4iM+qwZkjg-S!X_UkRw z3aIbR&!j4+pVB%`LsZwt?j2uRTLoO)+_q+lfO81-Kg(~q740QMOl4sT}m};5CFlFMSS^^HE9t@X7wC8RYkzM0RK?J3*An} zyt7{ucpjL?URKz|7l!hMsz-;F7wP9qje$35HQS&V<@ro(G) z?pHG37`yIo&f)wH|Bgbt0YgFPfg?3F)qv}JTzq`c7v^T9XM5QhihuC4@$nJhvR{it zB=^DUxSg#4tdP0=+6Wk3|3Rf8u#V3#Pv(1}^t=S(>gunirl#JR{=n7of4H2w10Wim znA@&b3=N>w!-f~QIIzN~x1Psl>%BnlveGNIND}dFwACjL> zz2%PqC^{PnPexQa)xWqDOH^`35%U=;01*Iq0Y@wRza+^B^kVOS-$H|c(*J!&6nH<= zKU?{Gku~72`2PN%5@CYu!a1^MQ`p$}ZLJm)PxP0opZ~clJ9yWV01W}aOHt~a6QV0nNEhUKv!`$*pl+40n`60RT=_XW!{%3?tU@#bP zJF!Oa*uJ=sOk)kr7Wsml{|&CJf;E^39heKeOMTC0y&5LqQO`4D`>hlJMB}{`&0~U$ z{(r1jZu&o2=mR+rmgr!i1kAGpI_Q_ZHa9-8Gll-WfL7Fh>{t4D%JXC2PXa0Y4ax+7 zRM&YY4X~i*TSf<-Yg&DDieR*KfNt7e^{w-8^;WHA3Bhv0_&b=-`m4U80mmEZUBIIw z#nXN9LBhW3{s|SqSWe9U`39pfVj3p!2R5S13)G%>#4U7y@ZV$pmHNHYXsSEm^B*Gh zz|@<5^M%|>GME&UR(}_0OWnPLo%SRbm^NEP6`a(U(N7r7>n}yKga0mu-@dNQ%KoQB z;NoTDM>M4rehNyh|K2Ec2>{&~IzqhM?Fqv3q?APeO}|+;(CIgT0g-0UNYD%WZ^A$M zD5JgDkSTH!SG#%)@&UI(dHe5CIOFGb)^oH$@<@bbUb;V)VSWG)&JO!K0zpD1w*?(F zbk}D117L!wm3Y>&#tn4R>Y_-z^Z!Gdq)fJ13J|56e*+xQ)+ zDKMi6pDW zzqXdiHyQL#5>*BQR3ae>9#kMmPSTGRWQtEs z^#eXGjW02h4CAXJOeb6&rFWJ`qCZf-+&OU!ZjDUb8^5S5S0klJK9qN_)X{dLg*L zD9BtyCEt}IK76&*9GtV9Fs?R~(bP_;pnvC97>ir*Ue8GYgfbx!D4(Nwd&2x%j3x*E zuhRP%VU`X#O6Mveq+?;jh6N=ZlNKS<>wp^o zLwz@sJ*YfDnOW>x^kvpGB~;^Q3TpwjJDb*jl%)ZU5139YR%5xji3Ywe&;r2Z>`sb} z7~qx_10p5sh-sz^k{3t*YhNC$nnzRbS8_d`EiYJn>G5@aAE<%bq-G1`$*e zH43swEUJPiTUS03^x7H^v!YdZj;aHtqvyy1?VOo_4w(2 zYAn|NaPFsLjvuuFmnoO-O($R= zloE)bLOX7Z1I`!Q%|=m%FkWGkfqsqwB;iap5qFIj@c;Lt_I%O2q+brNg4LJb$6LFV zL;=&!mS-u~bS`T*jOY_Crk{g#iNUk(_GgHt{U*=-o9+wQmj%N!9@Zdvv8_Q1k-wP5 zk^$ZWrIpMX(FxD<--!X*B6%SN#UO{d)nFBlSw(9;Pvwn{r*2Y7@wPEKQajujFsSYl z?-3oM75;bss$jK&&FqpQ6rz2EK~lIM+=qWJGJM(9w2H-#h!~t!l1t`7PIYX|9xPlu zY7p9m%l~t5jLaou`Jf0BTwm3*m3;y4kao&<^&l}QDgN)7jHtheAT_Gi>0$zrN29Ce zXJtul+p|ZiBI^xB-vO}b#WqLK{dvg+7}>>p!vzyY(@9@Ie&zvd!tpD{(W_lDT^?T9 zT2=}W5l0h_f7dm;@A(;(xG z=|oX)dZf=^%yKk#KUEeVnkRGd?Qk80H7r@(tTzWMrtlMEadWC85+a`7Pmq&giQZ2m zYE<>(ngbqhEdY3%=Fkj$8z%vy{i5~Jg1$4UN}&(5oBc5$QiP3g}AXAgpsD* zGI8lUmt16p1o*_7McN_c|Hr~tDg~9tofHiA?k2RoS86`GQX~LR=7qb!074dQ&Q%e$ zQdVQ*Ld;bICo`QoqLTwbb=Zq31n@6`KX_z%?r(so1RMWzfhT%6kX94k{L>I>#T2XG zSmtzEyT5cuYr|_drEM_^f z$pNZ|^jGy(fK@jk_sz9=t+0zF$6*HEa~{YAVIg#B+N|Mh^GD)q*kCx2#HQzpG&fq6 zfyG1RUpg@xQ5{R2J$g^T7}$8d0YQq}+y^V@2)J-nO3sdj5Ot(iE_3*W?eU-d9@JWv zsiQQ05<&_nd7zM(U^oO(*neRNaU0Jh&yYF-*wBJ~&j#^!Mu(I`nvkURWKDsq3#?KS zs>~eEw#U&2tnfZYRj+TU#+KglB)16zvDi=hKBDbI5%N`)72?aW4t>ZXc~v)WU-~5k z^~v7(bdPg6+f6t4J?y^;N(N>42vp{yyJ9vci;PcMDkjs*dR?jh8YBDW{53dimjl3> zD|VsaNVQw6xl$P6XnD9OWrXiR621vC0}o{y#u@=@mbH*|Bl7wKB0D)|JlM%cZsdNG zx*Uc327|DEqC66!Jgm712oKxTzX(>27Q82>3cE=EtCD%-XYYYTVYh$_%>`M{HHU7%3|hHE#13u8XRH)oBkZ;RVA8Co zp^-|i9Fbn(kHY66nemsD(D-$SIg4Wio5ys)12*YaO@%k&V-N{SlG{X5A zgiNW9-4GQp&4b^68nOx-qKEfv|E2EXbSxTk4B_z&fRoC9{h{>N{^!S;o2-da_mhg4 zOEQ=7N9Rzttp5fBcCbex-^GlJB;BN0{Hi|g75GDu zS8x}CUr4E~O%SQ;fMAEcFVQlDnd&&h+F1jWZx{mSuoxomyBCbc{jE+mLZvy8^lp0u zG9Vq^@+1}#o}vZnOu_G|)KO{VO1J9j9^f)ONU4YM^@;ZoO8;5{_d20*z^Np*)`)2m zENtFUWATcQaQ`nLyxH_zOA&!8ZIuIXmVk=69>?tLj`10%dh5nWv#86)*?XgUiFE3& zn(i1B%Pi+q07{SD?AJ051XQm-9K0vzg>%a|sr?1dW|Rmdi^aZ&$C@hQe|8|v0Zl$l z8vlV%3)d_k0)U=7Z^1q3Qc^{Q+setS4RNjY{wD;b`IU_XbLvSU}p zo7)q$*T1u1ZhzOiPJ%E1dGHtXroPSs(aD+K#@{-)i&iY&9!h~ zO}La1P3d9Si!3b|38XUxt0-jFAdFt|l$ILARsV4BR_RaoxLH~S0{uT$gjj5yyl?dR zt-2pcY#7AdzKY*^BWTyTtuKdFUZ0IB5vC1zjZC+O_5#U6B*woHxFGHcnTJ|o#h7FA zfig?x1k_7e3AYC7R1nf*4R>{_@I4Tl8FnF!dx_Cuz}B zhHG|18Z~}E8m^KnJMwWrr#(NntFkF^1Tb6MYxs7?Hyuu=HZ9zg(>U(lDk8KsuhJgL ztvj?1o!p_%WC{v~TR&Feh}WDf!t07}dXMU3@_Bm~YN1mz`Wmqx-;aNS(P5&9`^R&H zCx}2oq1%ADm-0leERX(!F^`iVPoWMcSh}<8viA7v!obH-M%;x@3@HLJF zI7g_@DBN2$0SKVPMjeH-=})a1&sdX1p6=hXdyplo#zq2Zw2%Fe2B`B6@gT2f&S1%V zv~tOFkmt2biMU9ygMJxirPa|#m6(flb1kp8UKWNm{HJpnH9R`YQDDE@eNEzcDA~oQ z#76SM{lG4hp0OWSg&2&K!T;PyaAFa{59+FFQT?_x(^0U8r!|$0ksH-Vt`;~_@p{Bn z{vf?wWxIXrKB9MgbESz~d#p!L{f!K6%+UJ)a9XJw;^QAp!Z}jH$7(g~WrUd^X0wTs zB`-t{-xa*^bHjCauiFp<*%GzJ(VA0J*kQ7qLE z)ULtLqZBQ4TqjK+;hG*jhPf$tIg&l^b|tlVvyJXm(Qq!nl300%IuV7>&saav@#;r! z2j;l<(<)Lpz_v(zOta(K7_i2WF;xwYU6>&47IU*|JrNWtS^dQSa|eA5qgR&>qaG6Y#9jh9M1v zBdn~!rK1M@?N(W>4^x(lpkO9q#xIZk<*Bh4j5>(DFtKcVa;wxG)1zY%0V;C1koY}-<9gqRs!e}787F?v5GhC} zIyf;MrkJ0)Re)O4;H zxl5*0#hFQjC{7U;B;=IWkk7X_qMjU=M5VxmJsp?0wz_WUNnDsb}#4>*pAIHvpV)hy%+cREJ^^9fUX zdl6S3)yW2p)~mU2xE_L&ah%+d1;VvwZj#LF$zp~EEs1N-v9Mm->&C%W9k(L1H&wCN z-p8ye8Z$}6;e>#I=v zCfpB0PG;3v{K`%I^5hbL4$$kwShAu6jMKFpo$bwm>CZD@gB@^Hg~SH8RtNLoMTAipKp4nt>^7(b2dl^4k@u&K;BL0 zrh3#iCFSlMBSpk0h7{hes758FvT_%!XCD?caQ;2y@CN!VvhTjC2o%idRrt&;G@4F4 zpnokadghi;uDc?Yl``WW{AK*tNNzewobO1g$a`srb zq7mB~LU{2T#%w}=Nej6oT|%nL=(@Y2!vnW39QZK(nzk(g9gmqyJI&Owbr^6-3x8}dgeRLj&ag0n5;g0MD z=?;EoN{{_@bsN%W>0!|40dinqC6_-TFAW;{Ei6@!@1CxYCfw)_y($;-=9G!E;!C}ziuK+EI9#bRJ0CRG$f=mD%OEykPjDBN!Q>Ukv z^uV93Ln#xR;%Nb3L*uUifg}A`0Z2nJ#cUR*lL(Y17@M}Nm0Ubu#*YzEPQ#Yz1px;g znGcrOX&``A4$?))-^zQHA00{raZC*ABlwyeivm9?W@}E4%Z712knh>%>t=`o+K{xJ zuT0YCBWX=&>TsPTF!{|fC=(4g4mSWWMe=D-^mK6;&sbN}jELzFNMUmi!4>pMMw{RMu0Fqbo zdmI*@wkfO}vmuSO^@4>FbkX!=oLr_3G~R(1T&+u=e0^nz^6G4)d5ak31PbSG;1#TmVM8y*|DVjcpi23QvW2$KOqkI?PVY*1duQjvtBs>`IV z#{`dUtxJun>QA?Ny*doYPE&)nO`dwYQe!0h1gUDIElS{AMxK_fLg*4ii&hoO)IW6rr4AhQlNkwKYCq_eeZm=Bek2(<0d&Ubpw52=&>IG zlUv~qTSE`bJR4L2LFw0+*By@M0Ok7`0U17j6}`eQ11q- zf7;ytf-}lmhaVrQ^XxZF-)ZLQ_N$NLA|$8Tu}+Le#u9Yivi@Yl&?48=QD-FJ)+AM= zGig*glrj4jfjN?Ok+pn?;X<$&%X2c)2-so$wb#|g5#Pk%tR$o3t|wUwuvpfZr>6Bh z9Q&v55c)24eHV1*V1;Szp{?KEx~{rBQB$BNq3yIH14QxB&n(itI%w+IoZjZfXVYuL3tC8Uac0C+X zDRq3<#KH}v`Y#higjS7&flC03Ib(hN1s8&8ta-ESZ4FdGskW!zF~3#vdZ=xsq%|Q~ zLNnW+NK9*KMr;Hq@WpvjyrasniLl4tSMPtpI!hg_hSV<{&8c zLpc&g_&JG35=q5Z42Evoj{CcOr+sheBzl2pMu+HUmS^2^UCNu60C-+ZA0Qcx-HWGg z42zXBT13rD>scM{_iO_TQIUPHJbQ-4l4G>%CN1TEi`qTPuA%uCM?8LhK_+N@UN4 z55?dm=Y&$~2ARQ?MBA_qX#SH`MlhTEX64Sb@h40oAIrVpVT;rsO{(BD^$9PcU&HWu z`??bly3BWs3*SyKXnE&xCII35?2-7rxx3sTxx!}}l!>8Aqn|SIy{h=7A0rX^USj)} znzJN?sa|0@pWlmiJZxlLWz{^M%aZd?q_A3!fxuuT^g7Yw^9K#g=AqvKlh{klI~K-N zC6Bk`DFETzBt^vIu>nBsYievR5_{2t$-os#bmr8w{Yy8X{4f&fXDdOjx2P6U7e<_2 z&lUY%%^m505Kd{(RD(^vQQt;r8voRHeO3Jn!17H0anVrPdhq3?W2hB$0jdUc$D0Yi zYRE2rk;UU~gc%>CaJ4q;?s5BXH4_fXPi-{Y?}+8aZoW5;S)^P`vToGlbt8x1|pYLTu-yLhWd>VFPU}%KcRC z5TMx120{piD^%yN9?s_6ABb=zBrihFV|_;t1xh>ok;&Sfir1mYuH*n&<^64_h2CWd zvU@{kj~L*Q2z$1L(wMarq6cI*2YM?ZoLlhwU6o6u3k>D5C^PcsZ{_OegO0tPSFS`6f2Pb$*Di0bYirIBVA% zI&~V_SA}O?8Ug}g>mu}#+E2)s9}ZOQdnlmJDD%q6CzR;`l#<*_Y^i54J8l9LlZuj>i+ z9UV0=;{I5fC%3&=s(M^|iS z2lpT$vXD?$s=ZOriozD+Q6M0=ZKxOvp6%}Tx}`B|g3c*8(>b58q39p8WJeLMzwYY8yp{@2;VOER(1pknG#K9~+Q02Yr-2cHT4Di8sqo&=s zTZ=D-{GN3C^J!kw$s^Z{zWk$ALhak3J$@V4YIt5uJu?T5xDwz zlc9Y!X_z$*%^pheQ_rdTbMWWeS^!KoK+y(gC1)(K%kmIjK(FQvhxfS(aoGgir)?|} zj>BM`QB)MamW2%c?hFe%$eaIe>(+W*7Ypuizqt-@ruP|A2p5xX#a82wVM{8l96c8P z;^FZ7AVVvbzBSr(BK_ylQhd>vRCz8)s zd9jB0;cTi3r8eFYO-~Q~Stb+HII7C~%^k?cV^BOng=MT#E$^)_({?O~2TAB==12## zI?oHOJeJiq&j{wh3>n=@g`m=y-}sV8Z@*(7@!iY(vUuKPtPB)V;EnH!#nyf0jHV5| zCkS_&IZrYfT7r`D)AYf^{+MotRsvfIPRX_yGcFf5zCxD5Is||#KsLhi%;&5Ht(v)S z+%VyR0y6alhRiX!2OO`*U@5*lUg_;JA3c$lN;t&BrNbYQ)czbP_)>0QueRt@&maKUclWffd!1No;lbP$si4w5Lv#g_k%MFB0ITq&LH? z$h|uHn9;9*R|q-qsMqw6;12v)W=a1>I<<*TNVu@MwgKnz=T~C3OQA<4@xhwq zO3l67$a#ZYJNWPhJRI?WF@R>4ukp)o#q=vs6;8^VzP3@74p*1X+d^M`;91=ofgm~q z9>8RO#$xX{iAw~2YGO6UuY?rfM~nry++;_mrA~S>q%=Us3Mj)6;s?yLbI#Y%DcAsI z4U|dSc_v{AX)ZE=!)m?-oG`u2KYF^Ej{is{-3{yl(}hoj%88J6ajV&l#`JE*FAw-s<46Ui=Do*;pxqR!C-TEw#IB1X;VCxE@Nd{Zw} zgCa(bJ8$;R*gs0K*$3z^Y3Lzlb6O;AO^A|@AlC67$#%3<9OU`fK%BQ`9-7#oFZh{Z_OlWq;AF-JxN;&#Y9ZBS1om(9uG$@Wf=dYI* zx4{{!T%crB%0p}SU85=?b>r#XE2OgCRrRUQj^$eCPdY!Uch$##oYN1R`!yN~01RcJ z6}z+;H!|{z7kefPX;-XF)0d_w6FDct@uPbUeExBM_`h(~*s6j4r68X{w>+gEtQC?- zw7%%@HH)OmuSscxFhH*qM*G+8l0!UHHzMa1FCg~J)_q+yx)Zdf0P6xTJ2poFRtfCH1%xzsnW5>%$)VjZ&xu%MOwPzWD*<5;Gn zStF9VLyj!Acw*^(YFH6NWI4jck1^{Oa_`EKTxxK_w{S&JCLYea1vA5y#O5A9%S=j8 zfuguJ7R)xJ`&)!uI3R`CoJ4Qs% zimzXl`nVU5*=L~wb1gLG%9WWT|30Fg+X>8hx14ErE3iPLKo-Dk6Sr8y zwpY|V2~6%TYo_q?BgvwtikMR!w__>*BP{NN+wO#EK7q>s^1%gTfQFtGu`!Ge2?1&MD3 z4J&Xm1)z+UJUM>LNh*BYI-#Xs4kL)SB@ zqEj!ZD}p3if(CLjGvHsB5}QJW{L3@H#{fA3UnIU|C@e+SGwt|6*PL8d4H3w!`*WMt zM;1EcLXRIIc}6CCK2M8_hMVE^dV%svm*M!u81`pU%@CyEF^jK*VoS7^)&x zB!C$L{W7$+pAQeCaiYK$`>b#Es0O;XCdy@&!pL6dtgo8K1)e5OJLS&ToJ2{MX?uHG z<6X_VWCQc$Zfi!2vE{*wGq?p&fi#4sY@3=ig_=c+(J8v_4p*#N}Xt0kgz_U^7gvJp8h8{EDg z;cr)Qb?0|z%|juHkS-;I#zx5u5U0Ga<#%hOB}0su`l{5C@GjP~br>w3A!~-~VQxyDN$JxpXJr+yE%Nk>44 zM}J!UxfV9Rgrnu@&7%?SEdkHAr`7`Je`{n&wBQS zNPO+-(wo}|W44Zm1-m4pN3nqQ`X1yohhd_}{#rH!r-f7XPyD0CZjy6%-ggf)j&6^y z!{sQN0MMxJ=|$nUddV>Th6Ynv4uA-$etAUc{KG&HAWP!;@Xl9zkxu}C3dO6rm9nt+ zievd;)QLd%c(O)2Yjne3WzEOv>=8`a*$Rq#Y(jM$|Cs7n;&Q!j#eQE5WGnHYm=6c% z3jisXC&z1_6)d~wq96nYK5iie%tHTJX`qjQV}J)I@fg}jQeKu4+nrx}W-9#IL?<>cNIcJftzxN3Rb$u(3u>j^x*8BKDD zdJZCyr>Z4w;!YXVG2EKkz_x~QP|%H}&uHvX^wqpC#}zfO|KwXX#lMl>3Xq_VsVK1= zrb6d1!I;GEF&hw|-x|afxrDkSq0#5_V(;~hW+DJAFyvI7Ey#c)-fDi|^UC!WU8`qT zQ0ePO4=5M+iL~YeRD(`z(=F?Z^^PdbeZSW79DP#DjO`uzA#lqeoSbm*$lKeHnT;QR zAmvMx*PcO;wo?igo(AnucZNv=spVXar_=;-<53w+UN3E(>imZv`W?2Z0T_%pefL+m ztpArmuBMt)$Ie5h)~;uR_SA1e5%!hKfLPv++nd@_DS*D|=>NV}93*hv(bdgOMAQl? zCKV#!VTf2I*htSmUgB-!wO1dPyV?gf4i(Krj^LmSd!+``aV1g}qBsLx#ahm~x&Qfr z|8)_?n;k^-iENLm9|X78?KtORCO2+XT^R`TQLDRoaOv%!&(~bbY6aX;*?{4wHsGVF z!wuY)3`YpBddQw6<&{$7h51mg)SV&GvmthV{D8xGQk@-Q1D)9L?RAQqO?cX1milc| z|N7JvxO;5;Y9V~x2YNNd46Vshgv~ikd>wg-b^|m?a~(kyR{xBs5kQtGwBPQmfQhbf z6DJPdyK%JhPh>n*g!#8~Yx;6t9gt3QUOf_V)<~^sENdXsZY?JxY4R0ZI)Zqo!!yK$ z!d0RLB$?L_dP)#&W3xF6^n#Gd{%&{`l$OvkB|Zi(lraSGXL6)NYb1;Hc#?{}9perp ze6A0XV)XHe;j48s7dz4j-QnOt6<%p(N>7?VZ-lA+*(UdeGsb%*G)DF4!5*ygP1R{q z&VJ)vg&Qh8UYfBbSRP6Xf`!P)6^k$PLqO#L|6l^Cr&>*4RnnPmfnoyNnk3ViVhcENJL-`G^9W zV2@m5m%v>MgqRPD!1~ear-e_%7u*HCFZ|VoT2T9!YE!42;)0=FdspRRz#gUy&D%*T z$KnMx22em2MwcViKxmxuV9$(mwfi|F{#;lTP{bgaP=Q&I%bHT;|&V-y1)DSwI7j%G?58(NQYT7J(jJY`$&boVg*EKdHiLYC!5%tKQ6u@rW}Qf5HPGiYWA)#SLLFK@c$)ymWliru-{w z4Q@atP6P0+;(<>I9U1~L-Vf^Ihw_;Uky{RkwrfKH+B+;lJ^H@Ld=+KWE3=e?h2##v z2*pWX2mNT$fn>aZ?Ygj?Z&Mf?tW07lGC6|Ju8x{9juu_D>?}7PYtU|9nr{Gv4AtUs zJK7IMFxgbjvyrnO%$-zRcU}_Wy;a1s;DeCteooJ%Soh^7z(rJPPrV zVNQzA#iAd=6%9S~6qzKRoyn~Hf=Fiv%2Tbo&ziOS2}+vMnC~1Kya1KiL0pfKj4mfr zfY9NBdB8GC_42O~c(!>ZZ;X2^fN#&CgbKTc) zE&B}n@l~m>tx&ffLIbC4Zcx)4Wwpj%t!KP-@rp5B!6x&7SUq!BG;mCNT~3kE^~wz$4jr! zCl+xyw^`?{gZ4K7Yn{rKvB;3c@YqXlv*E62yx4EElR5P1>qg{e1>@|s@(NGH`u+6v z3N1f~KHrR}bo)<3-y#wJ)2I(U0I?X%Nc|mR7nRvK_=$u>U}4cCw`0V3x7)gA@!V+# zp5i-Ts-nphfKqiY?MUd~YhwVXOYhTv=v-^-RR4L%Jr4U}HXa{F{$%NYrak$_2$3Aen!#KocaT2W!gPA7|5u!~imEc?CMM3pX0 zo(^9$?Z;c4HabG=)Wme&E2D7>K6LETUnKDjv`dI~&OP09@6L<70h8qFtb{56#WBdP z5Ulq^`gQbF5v9jyffh}{cBm|Khkq}_`ImISfT8AkTJ6|hZ^V9l=oy+&FJ4=%w>xd@mJ$pGOXOJfB9%oNJ@iOrw^aJDQ|+^!%S(`JHGeb`N8@ zHFGhtv*;eWK3{h-?6ltVJ-;_Ur5{mA>km?=Y%Izh)8`bg^=~JE@%Fr%;@u>QhzfDRY=1?z$|kAvTnUU#QUs>2PBY_43j=%%tBPs=sE1) z%qE&@8hovbd3tXmOzed|^+=FdU_jui28c~m=cidU8F2>eYgz%V_11>%2SOJ~mb-re z{!@9DG{b-M^q3-yaLXt^oWs9}{_-kmu={cGa;+Ll&G z8R7*=oSQoUSXQ3F-v+3%l%^*{_;Nl3tLs!qq*|zh)wFY`+sq~L&Q|Sh|GZW-;svCQ zUBiJ%iIET$K%ZuMXDU|Ri+DolkP!a`P~nt)tMy_*5VCOoy315D$Y$+Pt^us^ zUn2D~b4C1hV+35b3Z5Q=*EvoU@Fum}HgRI%!%w6B(f+#xG55<}D#_9B`E1|QYAz=e z>6saJs(6jt0_~moM&cJ*V%lw@ z$Tl~7@-tja-hh4b(}+^HJwa;2Z0ZOS-N!MwjmM(hZvMjTJc zd1AN?0pBwUGYh#~C+tlo$x%dTD!e0zE>8A`Mo9cmE&u_<+s2MODgvQC5>yA46+&ie zSTX_POg3Ps%;viu&Ij+Lg>N$A?3(U)S4ZaD$_gwVkJv%^-vPWR@76_<$=A;+9XV`R zB4tx8!Z-3QSiqMC+SKxrtwoBgEyorNtaC>#16KcNX1v>9jfqd3DlqLYr@Hpo8IW`p z#+m!%gZTp7!YiYFh!hmR|W+e|*scMr}9oX>~VI zvH!Hb$AW8g_BHi!-4-V8ui<#GcLELAk%ZW&&WHHQIrrf8SwY!=iPFbLPyC{+M&lk( z3&e^XNW1HdI7C8%!X^`l3#CjlvG{zfRn6O(Z~Wk9nw*blus%wx@&Ql}z~m_Uoi6x1 z4|IR#d1ZU+%6IT7)OXqb;&9|X7W=F?ZFvTge;xy(>+psv!J2?N6fZgl2 zZU=R?mZcip0tN)5OD^z{rx2+-KI&d8VZU)WaLyol59y2oZve~PWyQE;m8eK?cC~)4 zQ+ujw!-Iv?z;bMEounVrELTr96Pu_!^_fw z{afpA?_ZeUoL-(u`C;NL(3c77E{iK{)*Dkqu6c60=9ut;q?bN_l0F14DuC zmLbEoVuiQCqt6r~d*1%yVj}Y^Cm4_=2Q_Rj9ll8VXjM$FrPmT;`x%%=G+OR;E&<-! zv=Byzj}^d3(fE@zcf5lPKz5X~6IW+~>F#a2QJosDA^!%EU(!oSM@$6Q>AWtz+-?+|HHLZ5=F|lL@PS&uPBX3pO_9r^>jnW^Q>Qi>^w76e&YuyOoRvxrG z^FB`Al)R>iTE5tmBC(L50Z=8*Lby}E#K_}TxKLCF>Ng_LX-Al~g!E?6C10A($uDIv zy}x8>n)Msr^)FqZ$tdVFT-uKpFBZqi?tRn_{2{2t^u)%wuzvmvkiIP7&G^g)NDk%p zoK77*R<&jW87;92Iq!sMe{m5n?glfJmWmogHzI^@gHmxP;?hG0xuSJpefSlMc!^bms?(Q#o#K04l3=>3tBKfT-->>@?s7eO6LwlM^?1m$1|^zZ(&8AYHM7 zngryl>}YipzzJc`*RMErZbpdKWEEQTE$DOZN#!OvoFPObxEi@`p*ZQIU+L<(KV(NQ z!mpL+jn00 z`JO()d z6oFlMfsiI&l@OiDELqaFgxvfy_Q6XcK2u9x{TpJ|kfAw1TSi0-kd30qdNKeyeSe&w zDF6;FPW?&*VoLfJx7&f|hrD2YNY!$^f2s47?jT@07wq%0LIFM4d#h37gDMu-R;oiL zh^kfh8?I9>m(a60r%*3#4Ho5Paq(d@7-)|mmP){<4i2HjtE}i=A>6Jo3alF5_y1dO z$^H|uzOMAAjs5OjVz&C8)1`@|#$H*l zB1%V_!dimHZTUhf{t9`&_<4BW+m4LVvjMbOdwi+ z+f}C)ohPbD0ALp2#?VS6A>hPZY%a&uEhfwf&J2g8{zK$Qv7QG-Vr+VHq9tM)Sz}ap z6(eu}4ErpBkev;4oZ5BH0F}6()#zjIIPD-%*K*KR`Uu(}`JAfB zQ<*Nk&JpjyQq`acpz#7Kv!KRIqk(aJX-cD###xjQ?h_a~G~o_GHq73e!;VYry;j2jv;>$(O46jxp( zi@Wq}zjN%_!FQIh=<=C+%CW=`&5Smsy9CI&PMIf4EfXkx)$xglLVgAyb%ES#(E~rK zni>-%(Ap}oWud`rj^3`dG8w-sQn4q`P?{7I;iOD8{aH??2#2Ip=pC6U^F9cpkTbnZ z3`XSNW-35|bwq7nyPZfO5^ZIHUV483dA$67To<7$h_@c861^3Ytwp#J(5&^GA+c95 z=hj0F-g|7;1-1f9-pzEx>4{hQU%KDKW}mQxIr1f8Q2-o>c#{c@CCvQU<+m^2J_2lT@5L1x<|J7v3T<7l+GqW$3J;kV*QExf;4J?*ME(1Z4#AX&^{Efv>f-4oBE;&^H z(H}6`#DpeRG{3>|elwdJ3hf5JH<(pG$il{Nk+Cr;L=$n2JIXk1cx9 zCw#AHq;IV=k40oA-I{GzW))Rwpl&!v?#=5JPZ={=w6`?Y-6k=9(aBy1);3UN$+xsQULBTpf?UW zLb0Q$ZEYb->(4>k2QugVpDqEfYv@}&g@s}Le_b1hYFlb3`9(+~UUzE)ivj3efOpsQ zvxMM!S~Zf@a%BO3o!rbdikQgo@`wGtjD;O1%gpB=wq#cb?Fo0wfcr+RW-XJG{;~nw zd%}SxXh+@$wj7&iYhZ*ksGJlm;qFq^@X(CJDL4SZ1ws=cv5TMfo#>%zV9H9Y} z??C!g!kH$FK2`fO$nIg=z><=2In?JC4r-3LmU@kRLA=rK&4j%K>^s5XZTg4h5Nuwy zCUO4&28#2d07>ppeA}5o&ssuo)4;lACYsd-U+=q~0Kx*xjTC z_y<_zyHq&SKQf7lM~eIT-FMm%i%40c#8SBA!Bp&!KH*BT$1-2{+ zYPn@#$soi~{HEQ+(+@;y&^h}cP~zdQEk5A+&_&+O_BAD?xL50h-!9R;U`A-GLz+dGSPkghsP^;nLM} zBd8@@)~;nZr4k|Lz|ZFuBS%VlBoREtr6!vM&~NBk9fiNDxL(m*Z~VGb4iL~OohT5S z-+;f>u^RXiyzKqx$V(Z>nMtat-3RJ~?!t)tFxg5X>;fIBaTf&YH?#jr`)`ifU$|P_ z0sO6xs~^a{VcA?aH5+-f2Nw=OsxPI42GSe&y`a7B*fV~@5^N<$Zmu^yE7FRm&${R{=)F&&X+GMimvlz>)oT~+JY%ebw4<`mOHi_{Q<#B#NO+&n z;WPqvaGA1ZHMalL{Vet+l@I| zxsxyyst!?!41LU^qua5}Yvx@n`;5v?4 za-$X0&5ib)s^&+O&cRv67VOUtgl(MT)0-^fO+^GtYRWJ>ZOn65BNR%s6xo`!(YqrK ziCQ963#;tHs;ZpyuhoYRkTHI26q*x!HCsYo9#Q2uDcFL07;Y4A&FdhFnV)mfX!YKG zjXBd9+u(jMK4_eA0UzT?p>h%PAX08_$$c~EBzWMUeQ_^E?diL!Z796alHZtqT%f^y zuKZzh)k2RWy_4@=pjqQQ=BJLAqT(bjPiW8D_OjS~MyZSSu=wH0{5P|WkH5J}{?L_3 zzAy|lMUdJZ?VfcT*D&+8X?qZH2&Hm}o@cXioVg^N?mQPRS=~Oh>(GtFcWP$Qjc|H6 zzvyMwXb?(wZC!SCh7s5sbQ3R<;R%Ir7BQ@{u$2t&w}>~*=@RFT6G!SFwz>)$>Kz@0 zvs(sJg=R^T_&?9@9a?W~9xw|o6P4?+rlcY|`0XyS4-%zg9pZj|;`WQmNz2K|q>RvhmQH%{zD zH?IV0x6=a2d)KzJnH;Ic3j_*MfBYEbG)9yjZBsW5Q2>Q`6h?%yj^~Zb<2H2BY`-*aAGf;d|Jm@;m%u}vz^+>G%tIO#H?O7 zF|B@GrSUG3k7G^9g5-2k-*%B+<;1M1K>TMjCZ|LKZBo|@}*-A=+f^M?y$yHTf$$Uid^4alwjxTS$9rwT1!X6>YD7rZmNo8_NUN`cTzRXpn zH8BSwPH!l{rWJ=LSI}7EX97YL) zd5AoF?5H(VCpW}4UqukA4WPnU-K^nx-CARO8_R~Ck;;2zk}oc&X?shTTuY|C-+<}N znBV)QwJdssA%u^M@h@!`zAQ=|rg3m91)8=U(UIG*`ay}Ca1$j!tQ}OQ35JJzPO%nv zu_*hYe*IWH_vKAyK5qE}(sqS#!dP$}S5*3tT;ooOQRTB&Pxy^xKKy+^wNv&d;3^q3 zXsyvV(*`Rt(N*w}Pv2eo{_}_5t)6gKOe?F&pDDg^Kc|I_&CQtbqQCELgGl9a*-O?E zPwT$y?XipSvy4fr4Fsbn;`p>?4A_8)8U~mc%8r)(y2j4qW4|^-Tn8^pK`ZE;1Yp-1 zqcxvjTh|kV`s(XTjtm}!$};(_;TIXZfi<+lxK6vy*E_(*BqPZ-@<;iISV}zqY?%#< zs^f2_+u?g`+Gh{AHV`Tqecj#*j1}V5K7qcw1xW?Qb~I!%4fXCw^!k#s1hbXoNS!!hI_=}56e4@svibC4Ue3}Jy(H-+ za$fn`_6({RLFh>j4?IZw$HM(Pv#C=J#w7fwb^yn#>9Zl;Xeiyt&geUJ*yd=+*=1y+ z@z|})mYk~TEJ^{oF)z8_Ugz1-z|Iy_pP%%7o8-Vd*XLtom(tFcvz`sQog0dNF3g=8 zgUnUmC530UH7Ap?tL!pTQyOWVp$tph3jVq_N*y`1|nY2qhxEdzJgahLdJ_zqaI+ z)~)mNEghe<`HS!Jfe51=NBgI*m`NoIo!kra<_m1)vN^__1`v~S-=x2LT>iKTrh;s{ zA(zZHGWv82(^Nwpc@v`#CP8q6+hGu~`1Lf^GtHC2QZJSl(DK*$ve$dfeyHtG;f_Ju zVRW!+vJh063}1$sam=!TOsh&uYj=q07L(?(v+cm&73Ik>qQEl^k%(S$%14<^##XSM zYhStS*YxW%;|uOK8m=?Iqyt;OTd7_6y;Krh$H%?F33TgEZAZ2C@Irn>m>6(qy_Isc z=g(vFp(*Fp>1gka8y9|6z)v?nwccUjnB3OCTOBZXXHLi`D8R2D!^!A>dcu6U(b<1k zsrO)RFwZtjy_z`xymA5DuY37vMGcE`4jw;C!|W$Np!-o*4oT1w(a=%Lc2X$P)X^*Y6>FPT>M(@H ziAjC|RaOt{G#C-_7;Y??ch`wP^iPgXWpiR2^96VarN@c$S(2?b$M}D=+gRJ{)iHB= zYmN(S4f8c7fa%R6f)p;FZ(HT&-EQS?@GVc>&Ktf1gY9|2yfrq8NBM{`Xq|>?IlR8^ zP422eqk{f0g({3mK@APZc)`dh3k*h#GxzfLhEbkSW?)P08y8j5EvqBVRtSRQj&{F# zS-Mrn=XWd1O;1?sF}hQ~xYr1U;$&%*j94g>;`cuJiVvo2B$4#D4i$eu$olcI)( zL0yC(_&=znNQjK9U>b_OubiBhvGJ*?JBu;cQ@KKVdK5l<@YrWXIJifI&CnIJ!(jK`>?RMSVKzcU4Ga*9`Lm;cz(gI z1d#2e4`tyK*`sJ=updHe; zgDXBRE*nSz-@?OV;o(uoU@&v_cQ>9jG)w@c^v4mMBTII(buQTVWQ5h6z{d@kwUmUf zUl}7hzXKWNv)I}@`@`eaU*qCNxBgO4Qck8d1{viroYdHkvjExiSBr~_1SBMrRW_ql z7QJ67ww>qkj@fS>8|_63%nvoA=8MAUVDdn!Hx~#l=jc{i7L=El_n!zjOy}(E*!QOh zr~pCVp(dXrUaJ8bhxw+d<^iB4U*(5!6$Q%1(+wU)K%bo#2nK6vX`PNaw!d%4p7_UR zt?!$#=T6f3Hde7Xd@i`#qiWvP)|S_#4Z?2NP&M~>Y}nzKh`U_LtC54n4t<&#&%N0x zL+p)bpL|VB%-45n)&x?`(?EY&O-(I6At85Z$rL4=T8rcVIoN2ou&9)KuVK5CqBoR? z+7f6CgF9aD`)1acDpc9|6X?1>1RB?TgdJQ49EqfqlvY5Oc}krcG@{>|30~G-JHhG$2YE1VJeg8NanBYH8#D}84;APhnG%Od&(t`mYiVgktm^9Op6yf)PG1NB z9eUg9E1)DkyG<|bF7Mgc+$qeTqNJXuXycW#aSqxld3AM_nUPUeI+So2NDvp0F)6$6 zE(~wG=gmVal#T=DbSZD$x}_j5{{{wYSQ|(y3c)8a8aW+0_mF8G9~=9Tl_g0^N*ep` zecXU?dTxy|3#BP{c6HV0&{0#fHqOnjwN}jRt{b*u0!4l*9sAFz+QstPO|UheZ58PO z1?+U#7PG@#gXW}>ZwXNGZVX@=vin~@u1TqF>|d=_W>gX_ex*~SRT4YrI0=NZHPqBx z3#4T^C&*7~fMEYKMn+rESO0Yv#wsL`!~xTaD)bcBXRTi0h5$J*M2El-O-tLox;pIT zoCFH>3CYQYC`6z!*d1Z-yJ~jrR@Cx6IDb`c(Y7g2+~3=m`}{BqxeT{kXbXm|CTP0@ zWo<85;|8^`zEkg4_EEdC<~$&54d$17H$P4iiPw;C1<>HvEt$~LmRCs?9Nto}t*oo7 zJ1RxY9^^61yhKdWR!@8dI@h^*d4-vo3nTcEMnya)YvB&xQQHL#w~2`-K9VvB*7(%F zE~sV7@KXaa)x*=(c6_cY@+jAVnV^=ip!o>Q`MDjK&w90vh7qekn|>6u1?c8wc(haX z6*zltJ3l|4m4lBRiE8ehs8%@BjvFlaIhlhs~+`c^& z`|NdmN=i|paeyw6oSy_6SCq2r*VJWbDkv(B0by@8U~53LG#`(=h9NsCtAQ>!5XSE| zt@yL)zEuII8y(7$UUe5fDKfrP=Av(^#=U(w-5S`sSHDiTi)b|ly7o7!*H(q~{_RX47hVNBv5lk=Qq$DbEG#UH z9eaQl0yFC|iAS^?CG2#{DiWxRcOVdmx}{I7pNXjX>jDLU%D36o1%`bhaJ!`TbCz`2 zqkw>buJX4XpKB2Tjh*|39ElZR%L@h$j)C$id#s#zWSWTA>F?6Em4=@az#4rnE@op8 z7M?yhI^qG{^BHrrP7R!nXtfAeebm?txFX@Jl9oKhZ?3~L?@?P@dc6Y!{7cKrL_l?$ z;mMQsBvId*n2ZcWi0@6FZTV&}uxfOjA}BdM%Z3Qpt{@QHoL4U;H9CB#hiY|zErL25 zVjTtqlKR2w|KL0RJtYZ(L;LRm+2c%H?19ORo9_Rj2nYfg!A8@d{%l ze*W$7=!l$}db?c}2eOcMdjkSFerq>TtO|Bz(PMKHPTSjOc=~h}QKnNN1-59JTd}!Cx$|Nf4*5C*zR#4rVqBG7?0}!Pj8j=iUtBPDh5G=z^rqK z}>irWt;R z;r}qRvzK%pN{10w>)}Bl4T+sxgdL+H|F&z}3=#;gVgDHa!;$~{#{X?+fRq1sVDbMi i@_&qw{$FX>D|){A)8K!?4Gyq(^h!qgWvP_OyZ-^t$wQI= literal 0 HcmV?d00001 diff --git a/docs/_static/example_good_component.png b/docs/_static/example_good_component.png new file mode 100644 index 0000000000000000000000000000000000000000..4cff2e90bdcab391cbfe073a4c848f3669fcede2 GIT binary patch literal 240337 zcmeGEWmHz}_caV}1VlhVBvk}NkrYIcE*0q#kPZdu?oJgER6<%xQlz^Zq(f4=OFE@_ z*Z%$f_kBO_hxfz#e0#=t7?(0QJ=y!%$FbI2bI!HS>!ZA^*cH4RcnE@Akq{SAKoHC& z`19`4MR?_5*v%&RhGqLyLg^BGxm|kW2S4LliL2Qn2;pn=55^CnG-G&?$L_hRouZ|I zo#Sg8eZ>5=ot2rTotd#Njf1|8t+AyA%|q6QtdCe|jO^^Jc-h$g&l^}RZ4BA&kceO- z2n`}3@;^tz{w0yFk&!uaLe|r8jU2D|V<6t-WlqZt(Lhm!zFN(b9 zdJ_Fk_w!6Sew$X2vG}Q8BYFHMxA99N4Ovj4!sG^F^`kATC6y_!Zp-_FJ_4==`>Vr- z+#9O`u1d7DG_?QuO4QYtAH)8iA80QwiTwA=#T$c{=s#bVN7-X{Uk3ll$#Qt2l!X0IuF)(dMf=?N-qs~VRUvdOL+MP$ECf$18>vQ8I_nw z*T>4frrFQV%xs?in@oBhK*pd`&ChcG{`CC(`{4q^+4=Se-a~qs=yzSQd`VB=ApT65lY8@35x+Ly0Md$2PTg zlp$RNOX&RM(NE{3OwUw@e^qR!-2a za^ZGA;`kLv9e8^DPp|pQt)<^dIN|p-e7gmYGfM*wMlRpvyj)<=S-&~mU_DifVYf1P zB}w#ieMi)zfC?k$?QzG+*YI0STA!X0Q&9N9!_*B7kjg}Jv<{U!ZcH@!VB^b|SZJ~6 zR8v+stkr*@_V8m=Oii#|?BcE4IXT?fnrkJl{5RqHfStY7=38D~-qK*!%^Ms>UTdQz z4ZnU}9ItQ`Q&*1;S)6PAs#@jp*yC`X{D;!d6Kam>jGXHFNOrxRB2$&s;Q}1ud(yR* zHK)Fu<|8z8bad_Z*REZA;I#RQn~!hNRHx>2|E8Op+bcc2w|gr?4U?19I-aLRvd0ws zP7m%$M|%C6^rWtE-1s%q6tK1Q`_93^!Bl^`BDSEidy(1j!*?G(B6(5GP zsQD1n%Nm_xUA$QT=MTl_n_QxY+w-<#-BFJWb8Q!8{|pa*huC#yorFz;NDp5;Nl~-1 zdH|uV&Hy>HeEW7Hm!y?dF2#)-lE?dN^Jsjwe+>zlt2sZlWDi~4!^g)b4wIyNWZ2a& zNzLz+8~N>9`&W87|MWLyQqs~a>$D^v3kx~s|CQM;;vr@3#}09WGUDPv@7`g>+I2d7 zp%#i;tL`@`+FcovGt~0*^n8&q5E2u^LQDH^W0D+!s3RpJl8}`pV`F36+SzGWyl$Is z(0K!cCQUB>EWYGr2mqho_wV1`4(B7(mtpI^AwjT4!?Fo@pcL6y-iOA$cQI%JsRY{k z(EGS;HIefyxE^k&z!SC6$GatlolVtYV$j?X`_f^rx$uN zlUEWG6LULSPV@8g>ru}Ec=(}Ka8EXd+xwnObnVy}Wf;@T`sl}|2;%y0{rPyg{p;7S zF<@s_Cu?*}Pa#@`Qxv8l!j>kg_%gGyUPB1U2_9m>(=+wt0rU{l`e0yQG)f_)c!02J zSN1SI)BZ#yaKohNhPAadZ@bI>>POgdMggyHT$ZAv#pcsvwn`bwS0HAEb#)U5 zT_E{Bq@>WXYFGLdn~&DFwMi};x0xJFqv5z-u~Gl~HxXPMBF?xcm77(w?N zo!_`Vynl~9;j(i7WV3-#TuyGN?dHv!0oJp>rn5>W6uN97HLdslzNC}0v3Y3F5&6CF zeZGFXZmkyvwxAI5>XrPa=QFsjNs&5z)$0ad#0z#{-c^T9r}`Zr>!;73F_7@^a7kXI z;~N)YYisMl!Z%Ai&Gi@&QPD(zjvtz353_Y@2xyXU@>O!Qe<-DgY?u8Vui&b0Xeb&S zxEw`z=@Q%v^Od0?4xk;YR{7LmmWI0XWAoXAty!b7QudC{&KKXGV!QntcT`WpMqU9J z8}+yl<$C0>dVp76R?eaYKw3Y)oM2$r+SD4wBr07$gnRaCL{BO(5xREBr`BDa9WIY%(WOVzYr!d>v_1E zrCx*w+p;uVuxL8j4YiBi?ZC?I{Pdrdz5RV7B2won0!(3X@k`})%NGEPBcr0~8X7Q@ z!~zG~Y~e6=*T-+dLebi#sin2GoEA^Z$SBcDOiKFx_A}qwrY7ur_wHFaIyM6U1xH8! zoP#VU0DxcUh)SZ&h>E)YcPJ;YwpN&KGL%vAfyapxB2OjOauQj)(D^M)>=M+y-`QGx zF#@j2iwA?*TKIBua*@%|iRwirsx=<&-Ya2#crUCcZ_^|uevOW1A|oT~{qZ7+KWFD~ zF&-be&aV3o4SdMCdw_Uh{-n$%d#?@;4*aUBs+?S0+J3&wn5*^1>@Bl3#Gp}3lO=^r zIfSy?G&!krgUf;ia?s}d%w6AINJt2S#=^qlA*_(cYRc7M;z`f zwog>K&bI{L$p>Jzc621y(b37WKi*rR|MlyaLb?K7)ML|dfaW%DOq@{tC|9mupRV7L zieL?c9BYT#u77rNI5RaxgL(0CPg@!feHgP!I6SF@u&@`@I%%W@VjNJU^rDaz4ARNk@?YY)`y=DR)m)##`BZU%B(~`}G^VJVI zMl)3N5-(G7%frIx+auV>0rk@1rN+ia2FSRE;bAq8vqMAlQ9e=fC?G9>kr@f@w@IzGjBkAHTL!@IIRA;-5n?Jb+p7% zYGb0RX>d>(&?9c8I)7$%_Kt&tgF>F}bG1UFU@UBG#p zU!EaGMR^%2IsRc`VNOm?Ek}DR`f#n@3P(!}ngYY_!C{>z)g$w1IHw~;rWb@SUbzvv zaXOcRQzaKK*js9?Cm|)JnB9IZMd+fP({TK6gIrHfFa2dkcqY^#0%}1PxO6xm8>2H& zMS4hbG@#Uq&7#nN^1X6%E-6qjq_mWqi0I>|Poa<;{@=cRJK1h$vsvo79VO^q4w)u- zes&sWK3?svaahS|Iw%c*eh-L4Fs#K72oCVE0Kb+h*MD>EY&9fEK2&cW>zQ{k+}2Nx zYbHI*?d))|ZBpzD zCDF5I&tenqFx#&ThCvNAO1ZC=FM_l*1&|kL(hCS^DJUq+0gvRZ)2s0~#q!G3u2MIw z8uO)2O-YfEl=RQksnNcC<;whWUs~J4P99ub+~4YHaLl~`Tk{*neW|zz?xjmD4nj5O zXB9}0`Dn3mO1z-EI?@tCCly)2wR@2=c0FY)lifHe9cI^@3gSCtG7( zU0S3OfZus83EsUuY#2{kY8F*>BLN2s%de=Y$n9YI!#31b${{HknJ}PDkmvbU(@$g9 z^ab~U;wvI8pRPX&<&YU|IpJ=fs(af6cnd|XV5}syO6D7<%<9@29XzO7_|Q)F;R(c+ z7PG*E2l9v?Y?Ja)srBp}T7NAr%+m}1+ubF3^ypDuetrlXfTX;95O8NPNU{`oQuTR2 z=ZMy?^a0-9-pEyC=I>u7!|u3Fd!gaq{kE@OC3HRH;^Ja|^r-LW3OSp$A7t6(>kmaF zRt7R6Ak^9bONs_JdcMDfY9?-GmKidbuP?>U!O`K!vqPNVdAc`rK^T}$FysJP!UjYX z)by~GrIkxPI$?eGe;OK|@$>WBoSXp3RREE2=lAd5!wYEQs;aC1b@PRaLXU(ds1Yad z@$s3iJz`~*h0>f1dn&2!F!T!uvwv`KaMvvD*4CCnwVU(dQc|GE-C5g})m0XF(}2m2 zIw=W zNDxpMMl>dKE*{WAd1Tam^F}G5_6O{}LXpV;OGH#;q>(#rS0J!CT%^op?`Ozh!V^s6 zo&;~@YT#LtfC(v@Wj2Wl>7i_=$eX@Y8A(AIuedTXxdN7*h_s#_`Q_e}0AT9I=EPnx z{LTuki-18ua)*Wua1_ylqgk=HYm^x0K9GX_DV&G?>YqGyow&yUg7Z4(M-c#PXoe0RQt{gT=-Mx~82?#t1){)s;Ahx& zNnl{0s+!vJTpyN5&Dl{#2pI(h0}zsHrlzK``(&h~FB9}UflW1yjHsXO#GeBl`g8)7 zU7^fIAL0UyL^>UDaX%pHCgc2Va$ef-4}hEooxPGexv#vtWYQrm1Kz)XFAZT11sT;O zIfcf3qLh@BcR4r;g`1aQqd?ZGu>y(x3TUyC%w;jAI#ObpbF#Ly#Bhtxp})1ndB*^Q z2DA;c{IGV|5Tdo?obw_{)O-J{q8HW8o6Mw4Nw?EjZIVVGScfu-} z*x6qIHWXQ`8l-?y2h<~vU71UfiYT-&FuAZxbVqc_EJ>%vLl;s!Jw2T^_T1mE1rH+9(QjpCcC@?vHmCXs&vYoeDO0V$>Tp{hCFWA$EHAe2-o2aPytDA&(W3?c6ZsTL zQb^J%ATOwp(5`g)UL*rLPgO%>v3vtEDG}bgxx3p4CdmsZI=~vIfdEnnx|Mc0tgWrt z7r!ZHQI z7GI5(TC0{?-8M5f|6O9K!|#4X0_Rm*WI8kjzX9-baCAgwr1Oo_+^4LJ2Q8TMnVZy} zC+rt6F}Fb8e}D4!Vs3GvoHDs!J zy6?B8*PwQ80VOmnJFoncuaAH9ZzC{J@aU58ug9-DBH6j^mVySQ2QYC6ME^s<{PDo5Dgj^yUmVs(j8hz!dN6=Hiy9d*sFzrLW>(351sn);5JC0P zU*;?~U|h|A^7M#ENR$%vI{zLWnjAiCKRI**#ZWx-s&hMWW@97p$B!SH@yl#}U=WZ2 zO{4&pYm-fU?HYmroe?uLV=*%`+umDvSE>Es@s3exY3ZAaETEnsIp!mAT1u7IC#p1} znrRClzvPDQBs_ z2Alxt*|HblyU?!p=1sEf1P&opZC%}TQ3N{^6CUJ({F$tbOcN;l{1e)5H-S+DwZnb! z;)S}7G)Tfr2nbdK?=~Y-(*P*{x~E5b;Coyg%v8gKbOt%0(Q13J`I_Hp6M^FF4G0ku zH*RXPeUt(=ODrmgfD%qGETkqI+TWqgL0R{sWgPPxnXF0onhlWn~;z zn!|I#dHg9b3>*|O=5t){XeRn=V`ulSrbZ|+DT#=b6dRBa$ckQT2;Bi_+%UHYR;_x# zgIxV~vRHG#$^?iKp5jxGH`Cw|@h)$l6OS2Rh}>E1ekNjf;T9C1{%ozAVu4imd#o=w zpPLyrPfSoj)#6>JD57LU^-jFw9w?V*fc z7tI&;cr%?lHD!mMKrICLTv%3D%TT_L>OM8r?vvJ{|H37@fMaY`h>E;&Usp z#m+_6v!Yow=YZlgj~|nw9^k*?a)&j%Fv*lhqg%jlUt3swfukiajR7%J`xb|A3PSzL zP0j?35({-5%EvlwkGez8QJU!#KWwfdlB?U~f5EZiAza6 zgSfKy;1>|UuRK3*0%q|$@i{(Zz%&R29uJB8ehCRQAT^$w+P(8L>O^9Lg5;;JcY1$f zJNrOz>nT)az>^G8`JYNmetxoi>SZ=5U1lpcqJ*B+)z!7hd{Sv@Zq^&h)>1b{y|~Ml zFK>de!F0^^@L_K>&na-n15iRc?lEfCc6K6A(NL=nblGhH+dHD4PjPeVzG1j2Xg?0AEG$=BEdjMfC(Y>;e(G|DIo|Y(UUcVmX=pIGROJkP3iYbZ4P6tUEUK zBuXr^&~%7ER8+JS%3=8NPn{Y;q_(e*7o7O)iT@Am{k<%;!dZsaL=z?*Wx|vZ8Zd5Arn6Zdn1ODT&iJ zxb`m~n!mxvm5zLX0rA@yK+a~hyY#|tee8O5b@kFf205q2nBSLMe7dk1MxafAHbF=mN#2z;5#?MREg^(JdOn=5U*uBt>C>mF z+1aE@9|m6D8*p*IPoEmW)3|!;*5{=qBf6S^fB@xJ_Hc8322*wQ8&FvD>{pZ#FF@7a zfYjj7(05?cyaGN54vk9hXp!j$pz(F!FAe4Bh`oA6bGDb`$=IGI9pwYg04)OpLpN7A z6t!H>a}T?XiCX}8b%5b$=>^7yHXYD*0B|dLsQHuvE+iSsS#8DiTc8mrIE=2k>@InO zCpSH6S@Zlo9_a(KKM%6p_V@P>W&+r({;g{%r7K`V^h4dnMnh#j_ygE0)35>c&D5Ts zx`oauf#cLwI`8DWJ=gQ-s#x$1`S1ZpS5Gg`a#Ao8d@Qh-MPU2F+|&l*7xol@Ul05h zh~qTBkt*}e7er6Wc%k_ynO3=79dN*)xVSHnX0x!kNM3s;UdQ!M2A$Cu2!y0B5C?Qu zoX$>oCfxsNf$+Z!{fc_9@$D_djkMiWNuIquJvqrW?4|<3p$jEEx1gW_u9oMxp^Yjc z(@S>n?C7y)4LR#C!b_5e(9)ryZCgYs2=CA!D2m$vgl{iiX><6dwssD|)pmub^GXmz z(9G6svwX(DQqOlx#OO0+YbIDVyyj0*6zZCr#a8U~qUINQE1kA^W%~tjJ@xmm zKcwpnxLIv7Iq@DxxSi3DpFwlu!RvY~v`jf2Y~F_A@?OW|5L;PUITCi|!i5W{cL)Z` zwYa!Ar^9VJFn}?^VQ0}OmR>1;0~H^V?G-S3Fk_oR!V{5`e}F(>a;~hbL=b#(RuPcI zuguIY1Mz}}7A^>rhLTB-06^^T?#KJNMMX^w9|*1g_A>&5laA#j1=})G(47~y_Z>Kp zuQ#Xapp(-C&R;%dp0G$$W+{~ied3J$`WVkLYK@nd`vZU7<}CnBH|>=F79M^NT#<05 zmp@VOft#DV1?+iR;9Y$qae;wy;lwy)|8?f=dV`nkWurgFpB=5Rq1p%(AZoIp^a7en zKZ>#q6pAXP?}bAj!NbF&&00BK;koI))91=+gSD5?4^h(o`ZYW}wSb?STeY&Ps;R#I zDKHIYIIR#+Td^uHpzk8rZ(<*Q++q?^3gty=ZKSBFqeB|C&1RbeBjE9urK>~7d0I`r zfid>bq@Tgs-kuZ+I8=mCh-+h+cM%~Wv;eP)`{u^Ri~vYskc>uEzDzb(z+4n9qVssQ~;I986Mrdip4C>%^|DY;Z%M z$Ts!&E1||c>Q+J`N-jQ%jNdtfS}hKhv=KHBeB2a}1o^<>G>3>=Jwmu;To!B(PY!Jl zk5+P00OUav-_6d>-tOd@WFSUNKo7J*C}o7U|Ni|#z0l}300XZ+2%Z)jpOTLJw%vIoQA!I`5MSOYIbRJz- zR~9OhkqsZeYYjr*Ic}39XXrIiFdVu#lz!A`kp}t-X2N18Z3LT6IF*14Y8S(${W3B# zb~h$NeM%}&~ZGl6uu;^~zev+a6)9Ci$|C$9b=#IOOTFX#i zAP|Ci?f)|547&|*O}gFb>gsCKxTtNu2waf_oZr0SVlwE(T7wiN6grV7xW$`X^cj?i zBv6E~^Y>5=y7pvlizw|X(VjPy^3x^`iS(@;fH_6$o*J@bZwj?!Y-}vw&7%B4mR1EB z%A-L4hJDW(HvXN6O(o>b8l)XsiCy7x8b)IA?CjouGgp2zkoK35ogo=s^7`}H}8okHq zo=Vo!SQhtOdmkY{zFa<8(@1<5s*AesDIvBS@)sQ zZqok)!_)J8Nc9=)e@es)YjQ6*kcVhP4BFkODg`6b_u#;ZQpkgn)(5=%+U{<`^Rs_7 zFVbXhK~shdh?TE;mMD~gpr9ZGIHl4Lc?{@{KLxf$bmNBq?yenD3smO;;2(=>E&{F4 zUvUDi4_?(Gpi66qhEy0Ez!+dR?4s<5thn|r=LgPyF; z6iOqwEMf-PFH;Lrf^6l6fd_aBR-Nk0Qc~@-Sz-`&A(C{o3S;llVHg^4h(Pl-0F#^o zy;#%%y?iJiqTr^56<&X2Pz!x?VDqZbbVJ2A%qrkOBJ++~j1)4$&Ul0G!fZ_KzDsnC zm>8|=$aR6GulHo?cbEGx5ID8m{Cpo!cHk8Sek7*X1(j85w|otHTga>Wces%PuAJcO z$frtQ@BjG{9}pPh+8P<_NRXnsDZMNEwZ`4Kd9~rLKxNA(VXUZ(9F^-wfa6q`cy<@*Y`C#8k9^AJ{8f` zt6osIzJq(MT4+QBxNf~NcppKRWd$X9o}Pu}GC1y72uRq)@>3N|Q{*a9EC=1E8+ofBcAhcCsUf zhE0jZcs)?Vti9Rwb?Cw_9>a+^9qk&2k7g-n-9TqhvI?iBUO}t*ez$&xc2&8}GvPZs zlZZStS}xz>C4o*%Gnmz=F67^M>*u#5^Gjj|;(1pD+Lz$}{4O@v07s4X?p?IqjcU9H z`fVgA`xzV@M7b6eRjY-L>pYW^H z9e_WKj)N4M4B!Fv`UU#L8ZN^hVF`a9fJe&iu&N3MHx@Y8-_%y3GN?QOt(ZLi^V6SbET9%*hFXg-Wt_p^=MzCF2}i z{=YY0ri}+J7A&ZpDBM-K>{-EPQtnue7GHs-e*oX?r%Dbyiv!6EiM=6cbZ)iM$Jc_- z0o_EjdA$i8amM!NSc<9A-US7Zp!tAmdl(^N99moWHx~K^oV{mYtW2%0UJjFd59!a; z4o#d*P~;7eXfPrGb@u=oxLYvRk!23YonSdxotu~E{rU41G;)DYQU3b|;)t#017c9U=gL$yF zjLU$c{^;_7*h9_t%E({_zVZ<=&N!=?^IJj39v%WxcWJbQtu2C$5at;G>2+5Iv(#7e zI!(Sk)W=g|3LBII6ffxDd((0iok>y66=sgL|C#nqG7K>1BQWqx)x4*GzAPX!t`(`@ z2mPQ2j30h>W;Gm?yVrS;&?n3i=*n+EOF*SMT-@gd(JeAQNB!ZrDTRya&jbSv* zY@$*Ps3;S?Y)lYnB?$FL`~o;2r+Yw@8ya zBklsv{0e1TTvas^HPV6Cq5L%@C@A6UKhUfpz}}YnJ;CNiZ|vsoPRGHa1d6K>TGyhV zD1v9J@q4?Z{Ix0^P*y$-1-@&Tx9Yx>cQ)$;fF#;OLtINp{x#6 zAQ_0^du37ge~^Dt0Hpa^5RTq8icJdr>LtsvoAV3a3ciw%yMqm?PBV--lj1>v&S zC{e{ourF9@{78I37>+o4o)ZK=I&uKgG&y;^##0B}w>J<^In(01Qp$Vk;QmB$nnx?E zgA<_Nn=C=Ako%vcYy}Gz+Y4L?CFWD8EHg7Rw5V~qx3RIo2D%iT^PpRUEF}j9?!3RM z7Jkeq&d0V4HjqBhZ)cN$%)ZLL{tQ2Hi1yHKH)SXHPBk~TN~LT~HS}0PnKQ$>h0YHH zQ56E6VZYqYg}Z4kFQFR?E&r?&AQzI~489G_FD}xS|^(JSG7QiK+*-ywRqwS*uKzl#*%yGbSi9 z@{*kQ#(5j2*atRB|qrECjf42Zf(^;+va;_1H?Cohc6K0-@!5|TX5fB zy^ccTn>Scq=A86A1EvsDxnN16y`bgg<0B=+mmKkkt#tLcNGPn3}z0}!nCtBc|@K+*DsS*Qc|kk zuE7O*{T_8Qfg40}Thqdd-UIcohuL1RThbM{)CM%b!4Ds0fers!>2`Px9pVJ%>N0p^ z$aV8R5VG_+NlAKN)`lA!v7qUwzHF%=aDKAWjm~YtbjT}sCYbYr>6>e?ftd0Tx8mQ} zT1Bv6Q0zH8rF?;b44pf$K_jpy!8?zhcTv-lGdDMXt*aZNH@;938^Hl$_#I5qYFE4A z!bmbK6%(ZczyNH_A%Iu)RdP@U7qsQ}7ksqMF20RdV3ZpT{3L}Sl!xxAwvKJCao@dn zzP>ZSb78x;=WtWy;=h13!C-7wpw^zH4OH|KaQJ$t$bjrnT~LBQH9d{tHHn)K<5zcJ zB!UXs$aUcTu7WJ+-u>01Ow#WQFv?Gcuys!gD%L z;|MV2UIy!8?_opr{yfAf?Sj3W1&L|#R zC9ww^DKraR6ErnI23xKEVMiTZ@TYn9FXo+|={5Qhm0C^vC>)K4@Y<%DrlLLlOuoSqAMhOq|sD_mscnT?ic>r`At9jRzx3!)0p-rGrl#+p`+sOx@dEKL42QbfE>$HP&4CLx z0JIISLghyXY=IMEHV0CFh=?FZiibOR?UoWw*5~K3q3}aEy#f?NlK~p3pr_RDu4NbY zr&mv1{io1aSBC+^NxY7^0BrW_3nrm#I)XZflUVS;aMN;SCQS4CEcoS>DR^eiAV{^ev z^E`0t=;umK&Dm3c2-xj3w=RG@|9H={>kxa;=fOk(d6Pi3w6$P^5YfMBR!|NV6Q(9+ zCeP2flykIEf%P3MGiV2(O`$ySO#v93zbj{;6ZI=YIq3MN-^SaK?E65ap z&Gvk|>3{|ds(zsoh&Hbxof`{vh@Luu*hY^YCT@ztLI2OfKtDH(kA#q2yXFHMtFK{* zeh>htm9l`Cs3IP9AaL`C-=(D}D5OFLf3lK|m4+tB^i31d^&z=OO1P9b2e%A#jDP<3=NA3Ej8tJuFqiP4|G z`1>xr)P{S6KntZE)XeiN<#wR!pe=xqs~7m5!>kANof(8qHs7LT5*XqKuCvFcU|C%Q z7&(Nt*F5ZKKC~9|a&v>A+44UuGA}O}y!v*OMS_vRn-gO)oS(v?UMPOZS7NI;0wL25 zJ3kMW_61>&qh)#?*ZoWwiU*gD;_>^E&?n3 z>pWy?IIu)1xG~Bo(OD{RnfKSnGcp@EGtA*No4FREGMHOK=Z}DAvp|z!*dwQdKcM2$ zijoeyFxz`FHfD&_CGJX9ol5gLyeyS1_cE2KTHkAgXV$msyhSZH+FZ+G2c&v6NaHnTqHIg{D)Qu zgaXZr!eCa0n)5qvi@=o29ax*LzCNA%(QYv4aQ!j^zMSlxnI?R6U>N+ikI+T{FH{X3 zlz1nmT?&eiD7d9Xe0j2_20noi5ET`LP7enPoiV^_+Bmlr#E>^ovfCz|jd$qO9M-l5 zcw0$XC=7ETCc@puAFQ|`4fU8EaE6}PE2wDVG+10Z>oF{I>w zbe_LoNAzPUparOZ4n2r@fGPEMXZOx;DwwUS*)>t4)T3tW4{HoSh?t^m9~uiJ&=y7q zK)Xzb{umVPtqv>3#KbfLSq2J}0Fe@P)^$;8AUz1j-!uvgSZq=OkZ~y!4gT2Q8<)^oMKRw~oY)x91n0O(+ zL5bIaPY2$E)>sqc<;xFKZ&}&cK$VpG-*5VMPc&hs`Oy;*5f^5<``DgBXBDLZ@RNwrU35Ex zC!(#4F8pN8_8<4$U|mlH3xbH07yZ~?azroPt(&YC@X^L`T&9Iyc?%2vD(}MG!WmXy zZQh&CWU~aHo;|gBYEAwgd?iZMd+U`lq>6cBr^|s%ZO~ILWOoYR;WL~$5nVR%Jv= zB?)P#RyXeI^@Y{QO$up!O1Ta0?SGDNITmM&@am20c%(`XxE_j?C(r)syV<10()LtS zfij!FJn^Jz{iIx%<+F#{*^rG$q+W)F9|!uT5c>WGm8K|6tz>k|`aYx_p4y%feFzMsiC$>1WBZ9QR5kq1{T zhpXRXY+Od~iaZder%jAu7p6~qn#W`INcnyCQxg{xI1|aph;%k0t49dZQzmJsRFs2< zlpehkSUM6XPT;b$@bf4-#%Q5fV5MzR%hXMCemq6KSL2oUo&5&4A=XkF^(GITXB!pl zvCG=E5aJ#~SL(|n0+;q8hMHUbzBXyyWqR^ug2%rxRD@fDXEt_wBNs=jn-Rn1z3-A* z620^l8Ef_<+OFrZ%nKo;Y@J)C7i{T-7e%Z^L_#qkxOPXzT^$IGLoOoR=bQY|nI=Ar zVyPsS-z9So=@%MY!~WgexxD{-GYRq9r&{~2kS;$keeT*rt>ZrHs=wEHT6$bc?MZ!+ z3A5k+C%%TQhTYcc1!TAj9>(a{R6|Ke^H#TF9J#)AKt~_B9MKsIC9)}d=!hWpv45Xp zldd<7H#EHa(4@u>5vzB(C;g9rpQo2j_qjiFVD@IaBcrv@84R9Oed0TE+Vd99otpE} zWeo76p=C`JDaneLJ$v_+i2k>WyXn}+Dn-B#yXe|f^XN6UZv0XAu9`z7%W{)(^jypHkX&ug;~O=mZ3&#}`a@iw)7j;ck7h}U`sm`Lu! zA_WUh>qtH#BK;2-ycjJ@TP)d*mkCccgx$(_6qR%oZe`R}#L z`BlG=3)+KWWiM94!6w?gg78^K$_ zO`1RJ?f(sHA;QmB{1HU)j$)<$F&WY|mu>l!_9=pVX5vujWg2-CQ{vja4gz(v>ec+e z+39BdJi8__;)EgVpGjfaQ4C)i#?lMLBkXqn^kS}Y6^g05s9TeN_@M+J1}@#)yufrn z^Bv*&&g}SArII&o``5-k@>Q)6zPmikVJds`@F>d6Fpil9A=&Fd~#wP z95FA_h>O%hm>E@kzptKY`hsPi;YYx4atvg?e|}2)*DWqRi^S7k`zc5F!tdqwVYwhv z#^>kV--V`amyYK8-+IOg4fTwvmXSx;dz~#-3587tPTr3lIx2W!h;i~LT6k6_o`Drm z!lUBgrt(SAg#fwxzXsbiq{d_vdyDtBmCdRuNpUQw z+V~FUDP=^VPjT9K<6~rwUQb&UDKgcYB=uaKz@>`g*%-6xOE2#>WPf2F@e=zO=wHba z{SCW1%Ct6NU7{a26-BRB(`I{Nm)6>}Ro_`>~$td=%QRVl!0*s8zU|$!!#E{R%Pbeql4Qs*;s2=>xq-l zy)Ss+*1brPXNl!vw(LDVcJ&hqFX`p@v52#N}*ghE+0H@q*n79^#e%Hy<9TJAh3%zR!Tb zWpEW2@snoYdDi$CqdX#sd?Mc+pUQy>kvE}_asiA=Urv9ZbiKZ{S3+WFH{p@+5H(bu zn_I10xetnk_wonAcJY+2#~+iYvt8YJC~6veknEHqqYPH~-LdTXb-Es4?+&C^$l1F`Z?-m|_eXRt4zwR_GU@d@v5NkEP9XA@no zxZ6bjIfN_$4=tIx6e06oC`4#N_-(@5jxfz5mZ`Fqm%3E>M`Il z>g^q$I^;WV>uonM2L>#7W>p_-H3lMH*)J<}RWRg(0e$}a{{`64IyikhiScIahv(Jv z1nvOk85G=bKinf(W+)0RB#{>2B}Ec^@PsEW>^>_Ys9P4JH>=67l5bauVdby%nsTlC zw4SSFRUf&^6q%dbF8K5ylJQ4?ZlS$=j9v%wb8gI+F|3iOP&**6cZEu zMU2rE2Acn*Ms1f2?>veV%2BL_5Br66*@zY0@#4xTVSgxitwy_rLWZ-t)d}%RdrKd! zZ02t#;dw_ax=PmLiAUt=qM4iL$uaHd;)t!OHE;^bfiF(oI|7KaY2UYc&fBm=4OUCW zRa&x}ot;t%PND<~tr+k?EJ#!h`SEjh6C#3;Q-==oyQz2U`+G>j)|fH9Y%Zs83J*zNHO#t|z^BSxJJ>;X zp>8h?oBHLG962YmU+?5CI4yYF^S`wUaMS8t{Fh4lZAPoa5#tU2SM6v6PvtnFZjMT= zh6!3d*)R0n@g!c)`(e{!MA*<9BrT;SHlEkq`bv~Q=wyhH z*|!{s6(9C4%&;f~`$_vLxnw1js}nuJ*C~H&6HdomI&j%C zN4vQE;XBpkCvq&;n}foHHqN5f_=y1^QxUBc1x7AL$sO{FkU0xYQNp8)uZPBO2HwVn z$N3WfdpPm4Cs~)cpGgIOFm=#R%3pEB#W$y>pNk%x^A2?kj2BX-I_0@(Uo0+4k&=?e zc;)QS|C)nRO>@3S1WbS!y@ao)6qg!E7nedJ?_T$^^Uh=L#tG8WiEmGjJ zR(stOlaUEWXt+MmZJ}yMG4plywXrTPn;09#4T?nLrc^|-`@z4$-E+MSUd&mBoVBPd z^{jF_wS0Yzbxs?{v09S1jHw@PNM6FY=7jq$A}Ht`xdP4mcLWk%L02UizQ5D`X`I^l zYn;NdOsd#r$mF=|n7w)uJ}7c%P*hO7Do|r)+-~H!@NHwvcD?LHF^|fyUZW;Y6(eTKO@@4Qp$bTW) zQ-J3}#z-U86KE53?QyxPq;G0xP1ydnZ`{SPf>kQNtL#ZO7nydLi9Nb~W-gZdcmyQ` zvfTLCRw+qRihq?fNvu*pMZ({^pJkmx=Xy_ET8BH!Ar9&8TdbVUNnb0Dm|jzZYaEzb zpA!g4$i1#v4po2tLGfHl2VZdVpL6d<5s4kmM1|@65y|K0c~j}wk>`zWWDg?W^R~=% zWh8t(b+8!FBtyjAm&7FH$G+^}TEhQ#dnhUZp8q9vgOtI=Ya%ZiUHK+45pFYrOmo$M zjha(;78eI1DdQTwx?8w)fmr!vHKohX51v+c+}b6&kdh@pJZqEw*hXaf68y@#t$H>K zrdaAt6U!lOJM4--=jd*v|7SPkefWs%n7L}vCFh*3nNrwHULC7iwLoflX1gR@D6yNa z%&9E}tG+YW79$IMM{`L`db;jX81qea(FUALnV71r?c8%;7m#Y z+dbjhE?q@f39m_L1qTP{h+ zs}?Eo7^n8AXTbk4=9N0}tDahWDoF3+3{g>xS3!#{ialHYt?y=7V(GrE#+O_XSe%R+2tylsiSMuuL-dL7Od0EdgC%IlcxGK(dKj@+M z4C9kHX13*j$q7S_Lj|t5jP5o*g6VG8kYyK+3c*{ls`<9K_k3&NOz?)k$%_xaH(AyOWE{IreaajANqLFKklnqfXp`)Lg~R z*EqgBGg_=mM$4wxbHl{&{4!X78o2-YkiWV4^`EDYklPs!f91?;#qJ8jVSzuRMdWhs zha~@OBYooHGZRYoimX!}D+)gOn1FajA~uqzFpo)<@Jc-fzY2l z3=5Bc27Xub>^6GeO`4kwV-eA|Rn4!KV|mTQ=yIFOBAE1_<8m`CuDiXazUX|h&e%4w zxQc9aw76iBdWi=iq8)SKV*c9_j2m!F?<(~AybI<|eYMYdt~&N$B|RzJFG~ELhEc)i z*l_R9gESKYS55BNFj*h`?s3vg9Qz+bGg zqFO&X$u11x&M)aRI~HO+xfAYT$~ZWgOQp!1dPC4NVf1Y1arU#XIk?RGIj{cOh)$He zzI7oOk>sZ%=Ywt9GYG+ICtlyQa`*3Xd3y@ z39q_zAAihtM1Vy?10UY3ME(+!yO7C6r<85}%BRZn7%K+cqrt%}#H%Lj^yWX7{Rw$C z?cr@a#8%|}rSeLgSe95?k!< zXUV)vZra=}?W z^?pG;8Ij$St5&*u9~s&hXIwse%l6D$e3M>a?6J3B&DEQ>cV@TGRl1y4PN*f(lfFbk zthaR8?x$c{UI~#*^}Rn>H@m1k1-Mo7IU>U^A{<+$(24Te1&0 z`BqI)QOwfPfw#$XJQF&KkJ%oKmJbtr-5qcWnZ0F={BQ8H}wzqC7ZCdRck{`WFqtP z=$M*tjN~~_kb1cHbu)|M7SU$6V@tBJH6occel&D+lfRgO9R-*y;j?YmM;Y;~3f%c6jcggCGD<`ad)mV3MY&~W(9Q=z+_;!jnH6?=FF7RkA)S~zEyX_n00%~cONp2Bv1x_$U;b8y}= z?+V}eAB2mU0=d- z4yn*wR;>S9FIC<{x>O%HdCu-}+L~j1R3qD*x*$`!)5nK_INq-e2#CQHj$XNw<*u?s9n-hQMVzYAB5e~G$)ou3OB zxtt7LvyZT#U*FDn`jt*-%TTymJGEA4=oa&IvsoU`&GxzY z@ApO_eP^E56B*x=i8{N_UipO_4aH|$YwcbJu+QS2%6fP%zHK6OMS~0zGPmMOH61~E zCuKE-&c2tS@Xl<{kw02pei<#*u;Zfhjyl98pJN8TyraIrfZQJay&K5Wz9H|H+{%uL z`~Jpa`Nb2AGs;qQmBW7+X^5``^U~6<>lK?a=9k;(6T1>$E`0pEkX(Zn!;9LZn=_+g z(?D0!(#HNeqPt}D&7!cd+3B37 znO8Gj7j9qkXTymYvidPd6O`?#o{u9XV+Prxnm;><%Mg&VX_w34l_tnwLGs|*^z)NT z`mKzI5v#vF`qgFg%!Mc=-!iDwjzz6Flfr~$QBCemrp7G~#QHw>-|8>xs@jo$Jg=F$ zN3b;ej0wdif(~NxJgIs@#mlSXBNu~{vFbIVB$P0R7>ZDi?2eS7<%5^(s}Hd>v&{13 zYSL8v4)*6`!LXwjoWK>Qbt(0H5RXP)O<(@Wb05xZ7gYpC1#xBbzZ*yy*UzNCUf07d zrH!BUgp@0A7-K?`YCM7|Q%o_R{)zr1Cr7?EC;rgQxk(#wjTI>WP+q}>Atgw(iItuv)hfDT+x19h`{)L zy^`{uPic?Wub*XHzta^$H@Vc$I;oUXC}%ygg2@jpUvgT$rha#5mQ_C>4Ayq=LFMD} zKZa>Pu0X^W#1sd|M^3T#Nao}*Bh8tPeH?SKa>HzX8$94?`K=?x-NI= zte|Hv7nd_-VPcv;$CPwGF1@`veCx{}BF|#2wYbvE$b5K(oc3X_!wu}tg;&FR7^L@2 z&yIT@Buu1jB)WSdnrbM0-vn?19CvX-7w`~nZD1UpF;_MCYN}@7sgq24vc^Qb7TKgN zM@-=RRRTz>`>lKBR`l$7)C%^jqaBqYgvm@KwM|>UFJG(qNYG``l~qy6OIxU0Zfy_p z#NNk*et;Vn-H|xsFejQEdJ%o&#$Rk0LKgkD2qDp?+3V5Ja3VF+bP#UEY-{lKkzbCr zrTB)_13`wjN5KbykWd@`8>0XssrUghGx!^dryqW5BM2YYVEH)>Yft;m4ZQFvKc_B% z%a|}V$bWctbVw|>ctQL6^}bRrZxX3SgP3o55p^qp?ni@<$I|>*vS7CVxHAErxiPAo zPZ2<3yMRt?sqcgL$Lex^rY_znAj5R7m1uFHxes8R{#fdIIUc5hf|(GaW6yr|gQ91i zqf{467+A}_+sx$l2?!g}EuPnMMGMi|6ZB>>sgwv@EvUSyR{qIT-k01NdS20F{K5Rr z`|c5turoFEUVw?b07N5=!F;(>>RZnQlbv*Gw(%be6U9}2I^w(aG&J;~^m`6WDbkS@ zIe^{086->a4Q`-ZbQ-#2UtZXXZoWR~sl19W+hIaUhGx=)Pi;@0;%NAjNV>TUB6Z0yLr&E8&0pA_E?U@Y75bIaX8etH zra=st1|Vg5J2KD1WN1e4rP{teO4qiX;(h`}&ZuOe|Nd=loET`&AEb;AuO>fjsq<&I zvwPss=CJ>Ukg5vi>AUz@t2$Zm~vj3Q%A&KrJ$g`2fbX7uExsGGWRCojKym~WSC zUfS52ZG?=~9WTooP-!g2i0=P=XWVIZEe0uCA}_~kzf9z&#i;p8ucI@Ax-K~KS^E?@;=3bUP~Q+-`uwVMHVW$h!mpetn-=nSuNjcFWyjo`NUN)<(OnuHI)}<8FZFYBY39V6^ST#e7)Y;}cpYDQ8 z*B)EBw)_d4=0MRB#im)f+|?a2FHNvx<>0D>^r}=j^sZ}1*8D1PkvJHSSbfHqX71eF z=%&8gRKgauQPE@Zx`$t_b2YV|pP2C(=j&HlCde{e$tF9V zMd}Ytt)S55b>A5*_58aX_`~o!GMLXWJp!%at)S$lyUCnZPt;9kIRf9KgPv_LLeZ5< zmFgb&E8Datxr<%Vld0b95R_9F{l-oCZ8jm>$JE(qrlHsEcqN)J|KSlT=L?!wM2a%| zT5|`u&$TU@3!Aq-%kpMPq>zE47s4ofSRFkErQIjhw<|Vy4m|s{{m+jjWN?T3EB_*} zN)Xg2E|gUE@x=L?s82LQsP*q|1FGWfB`c2%(A>?bE}(7Uw$vQ)r7O?UZfDCV4c5E@ zu5^&Zx67we-bi1AIjd+}j*%)rcEPnHahhD$|B?>df6r8|%oCr;h*tE?-*)|AWbq|M zC}ck9pY2$y+|J^o}7J&KBDn$iOrkSU#Aqk3@UXRSXX&om58((~_0WNj-U< zyt%FClac9v03$usO3Ky5;pz+SN8oXtysLYa9T#pKcGxniV9W$xnVpLQuk&rkU7&dP z-R#A)hnJ;xUUx5Brd6I|>GpOG1zT-M{d@5v@3`=xe7~rtrO$lX@Tu>Pgmer zR-sP%yj0%iHt_s)=X*=2Nk6E#k*|X{0%YnA@s^Hf2_d1(V>hJxa7IuWmgrU3k%^wQ zzK{1Dss+liNm|ywvc|F9b{w%l#ilfTR0XxZ>?6KUWAQ*`pC-Y`o$TS1WCEC z@zqb3U-!AK^^6P^Vs5q0L$ef6y(OUjK%#nFj4C#PtI>`58o zdf?4#cb$q%Y*MxhzL#x7T|Kt=0oZ(p0UHFnZ#bCA9kEr?sQtj_Tx-_sE5I1r)*d3f z;?tq=aPuKnfzMAb^$69&7G$hO3yD;(DrYc^9K;pcKke zn6h;7_3H8zQUoLTQ&z7mU5OtSVd$rv?cLp8JvaK6e^w#VlD<4}We`;9{(gZRw0#}? z<>Drjctps|Ddl*;A>WwsXFj5k`|$xNi$!m^C1YX$t3&tpUzvN&P*^U;J?Gb{+HU*E zU78V*y*yYSOM=PT4SAhip__W6NlT*2qPbQqXcOnU+Deu0j7zQEN#dLLTAaW)-^C{c zO3>Mv7>3)P1@G?g5eLu#&)y008Yj zW1?I+m=v>Gj#~E6a<&!{3u>$V4iMlpVMsQVf3=KbEE8}zv7;XT!VESa5(%=O6o=5H z$(_rd(uNRQm^ULpTe5T#C^6CsXTfdt9?gKPyRsxpbi7jx20d=yyl!$^Tm2gtyVeqf zoFI^u<;&{g@~+Omu$73D$08wI=2zyme%E%@J5vjNg;}YSg$|xL>)G?ww(q&$e+y~; zhvOvcOLg0QesmmtV>!XZmeq_Tv!_mVdGEL0u});*kg}Qd{4*J| zL4#~R$naKNDGw%?>+$beJ9&b2)v@aXxta?Xm>|~gk3p=~Z&KYixkHOLdAk>5>&FU! z4le%d{9Y+yoFUM0^2pgMHdbiBT1|gq$7oCw#s3WF+jxcXfT#Qozly9x94})|4AEGo zm^q{gQHsFmEvi?C6xp_dzJA}q{?1|DY0wy?3B>bqql!W?ye!JI;My)5-&loHHb$Py z?+|`tvuGwT_pDd=x$B<9_)klR%W&V4vI3ozrpThoJoJ!b zSo4L?>PmACC01_Fv41D*wdQ6?mq24cQ! zsJXFLB0(Fz;5SFp-9GcDg;T5iJ;N7HidcAj<(ORxfg$ZpuXwYw>Pwy{{{O3By2zEd zYAWKWH+jS$hGTJ@IIUREQR>>6#Zcs3qM>lrAKbck(oqYZ^jxQ!3X(Xr#V`Qe^63L8 zPUz9t71RAllq+$8x8LnA{zmGqG~vNlya1kt*bGnw>*C-mZQ{G1Rc>lEn&P8Boni(e zNl_3)w^?DfuLPBfZ>{w1Mc&~J1)Guhg z0f>0{VyqYv+S1%peBBA?;Q&Qh2vHK#DPXl?z&vVsb2a1le1o7p$$`q35-S+o^3AqC zB(cg`6NQIFuM2tSi!T=(g-GzEek`g|CpktKb&FLj5BoMA*=}}ynJc0*e}Q>_j(T(#(_Edrq+TDMW8C66+pC1 z?uUNR?UIUn1t?+(hiPu0Q8ZpIn%1rBhO4!f!&jK$a$Fw}duNC{2Ztb@VL)_a6c7r; z{|6eycYHnb%|?%Mng0eyZ+#GVtX}ag{855@MkW3+jQoFKKE-2B4K*JEjXeO{nxezj zuR#$Q_ZwLdeSEOHs{M;M%R=;?eFxM>ZMI$rq69IuIzt{u?t*UiCw=3OAKxLY5OB?k zVI3^H7fhwmKk8>ZjG2#SiRg>$@IYRI6}rQ9Ta=BsSJ~pFNlcJ02EJ+{&u*i@R~qE| z+n1l1cQV|X#ewH>TAXHx_(NWdNoQ`UJZ`g0HO8@>hqW9RuU+{Ly#uAgrrmOdp8YA9 zzg`W>%Q;e^r5ZJ+cr9?55T9Sbl~v!0p{6_5X#1MIquWasj362Q8S}v>9$Jii!M-Z4 znAz6ewa)6Rbtwk%an#nO@3;I6{*xRT<*`DA2=blXPYD1)^%tOA|G?TW6@u*t(b8fR+tJl<;lFy>YtmNzx ze|iPbKr=iyr7?2m=Q~M5o8c>)u9Hh@$P%lG^K##Y$!zRiic_ZUqp-xVNnC;TFXFY8 zI93De)rRj0@!IG9UisO9+Zc4PVfyz}@o6NICmC*#Zjer)_5mNo;Bw$P^XdZ_z3ssm zHIHebFNb{wt(L0A2ee_%g*uh*_30ojvj=?l z051Vt901dS{Ir{X!COk8Q~;1pYrp0u&`H*F7>{c2vRP4$Xqvcj8;xz`P-b!Gk7XMf z8`FBF=rN1^`pUkw*});BW*3bgGA{CKKG~p=vH`g7c!&kwYN-2qliQ(E+-}nhh?%b%2hsML zFHg%y*r*e*f1ibfFxI%eiM-C7!m1zpb(WWnmh%*F!@dTp{`gZoB@elC8=?mBu9|1v zaaF=W1%JrMZZ!-#YnF9*0!ad9T{F~0G?f?SsD^Jv+^Ahg8mEHaKDnMd;ptU+)WFx0 zK>2tIt)VMx+TyZFgZo?Rk5j_^YQUwmKKj$Fg>))Zj`>!Av>LfO94kiw73*)m91yZr zTK5V07@A1dOlj^`{vH(#PhxlTwP>Bljj2?9(DI%m$kW8yWkY@4dvAXhHUnN*`u>Ka zLLM#U39k8`k5)pR-6`PM1{etrA&@1Yv>EJ#8N;Q+xKTJyT^FwwOuygFao$L+)xi#q zNni`Y&dU}VtE^o+{dxpORew7%bJSWpYi*+tfzPiiecr3;{+ z7p*=wOZ$st+;=R91ul>ip534xuk%DV_iyL<#9H^~9~b2NroTiNj|o1$Us!)T4lDR( zfsKZ4XZP)t@Op;7h7IWMw4ExLRun@VSd5QXqjQPi+G4dpOBt0tS0gkG=D&EyX*NEi zQuX4;B3>ifcl^{}NpS5dvb3+96=bGYOnx~JREF&+YE|en(0$P=W_LRN{GefJn0YA` z;tqdipv+|a_<^>C3@mywqp8RI;BOZxurk1bA6L7Pp865&3^Wc=Quf^5RLLRS~SyKhSQcwH8K zMT0OOs1vnM?a6Z%Wo?dAoWezTQMb3GF#ji4n%Oq>u%NuGAx32PaHXeZ((4duO_3hk zb*xX^6;Pc|(bB%?Y6A7#`Hihp0TTHzMY1*FLIgb}_9<>VT`MKb>`pT5{XGfnYTbkF zE7(C#T>2r6qLYq}@03 zj&X@)!E9ll^gDg1(Zjm{RQspdXV;E~|Q zkT@e-!t;*r_@J~8vsl_aQEL)pPL5dtS`j8oa0@V;1dex^okm{I?`XQ)Vpg4`;PPTM z{=lSnbrrUsDPhYl8M`Znoz7op-1@-1L$1~Y%3iGl z#p=s~p}N z9@g;jSp4VSKKm%(CdfptQ$X-qa_?lV(bzz=OCHmT1oJ$|ddQS80Gu^6X^>5ecIrwl z@ruG8>cy4O$4nLrCBXGahjvf(Tn?Y6gOi`UKCoN@UZ$#llMJv%B(;hDVZ6b%q z@)oxkENyom6(W;iW6v!D70`u?(4Ytu5zGYzzcXLwiRY0c9?!oG@#yzdkKD zciWpV6bx7*;7kJpcn1+cfsK#e@-PkIJ9P4s?;b*N^oir_F>h><%P|F{G*&Wnpe5^^ z2c;gHmLT>>PK6%Y16TvZy-bZkIfg)F-tsZuKT`Qe89Mz(+P935pLL>1#ST1iWC53S z>7)ggc`rQKbVN7{)Hj&?ZHxXh*)(DqP6^MXd1~d$=%ZbR$J2=)pi>*2Vo|lHaLd?T z`x`5U#7pakP?m-~F*GSwNbI$~hZi#_XUdYwKyhn7Oqy%y8oyoM_8efZVEP{97SbDl zq!j2igs-2fRFbA+25*G{8X~Y2yqyPMm{SSk=n?-zrKyzdsVHqWbm@z}2E&M3SQB~~ zM_W(hMk6x7eF#zgHxfu!7wO z%t4c)XeZD!s9w4L=9XObOI)#<36}V*)g1Yj0cd*N^o0`<9>#z@c}5wad&r^!pT>nQ z;9d36HyDH8{5jwmPxgO*v;O!fJv%E{*X-tH1~0y3nWccM#KGVz#i!q<%oE26S0Q-ehoP;CWgmCO zr#KJmJLX+K)U`2t$O4&a-P849;I*$)5cT_K?GGXk75De&KfFU4Jv?24ep};kh2pEg z-Hu?RpIQst#P+o)l%K|Tu;9A6|3Ef|wf)wn$*)4tJLn>Vg;q0aJ}l_0J_ln8*6O{$ zHa54(it3PhoiDhA)3TiN@&F&+d-j7A%9(w${PocBt-5f`=K{V(g#+LJp1Z1 zV0MwZVqVIEidE~~ql5(H-x$+Vd*v5n-|T+gdkyu|cgiO09wlR$rXkY0f?Gw;UvGJ3 zvX)Oz1g#Acu;QYd^k$la=QX}=y=s-DzyT>8E7R2X?@dFxW13ga1Sn_VU!~?~LPE!= zj0OhvV-a)BGmpx~LCsq3Y@>kvP?@LxQ#S#aJdA%k@Xk9+{&ehQHIfvEra5~|S;3Sg zTJ9EeM30Fpw$vJq&zsO}$JGet@$39G*GZ=`Q4?#XaYwP^$0T^Rlk91aFOGZ&`6mLv z->BseJ|39GW9+fi!*4wlyAMnOxEq4;?Z{AVm)rGejFbtMG2dLVlDqi+`a%KVhbul zl7Uz81?qbA=W5GR>>`s!6Q6ruaC4`NwnFy#OqkI;vJnla)0UE38h%#RmZE1okY4tR zCZj3f?Gf5sVQoDaSk&su%avBEvTf{qBMF{5b|4OCL})6{5^}Nk)vYg92Tk8J0e{g( zzC^j9fhfA)Z&_Ktj|@H;8a8u_?UtV}fhn>+@i^AJ`tUgm(?lj;@MkL7zZKD0p`|KTIvX%AtpPT9Oh& zsg;FdS=tyqR2solP=w&^AqC8gop8V?!GMM31ToF@xtg<)w zJRea(0`ndUp803gzY0}mDBMdDJ8KCEk}hYi{G9aupJ~&vs`D>*MG2~?XSK!rKXT=g zUh;h_an9`9aAm?_ahRY8Eb6w=_gtMnk8J{_x^i^r=s*WJUpb9H? zfmoZ#-&^sw#6-rhb-1c>sZSkOshV#pdKJH?TOdYgdjOHz9Mjmh?RIQfoMGeZ?^513 z-}XdjUSH8exDzeE)+yiY6utY}M{(+SHj#LHemSsH$X0{iGWI_1aftajr$Ou?@K0{k zRNUf2{5sALidLsYEx|;ae)QiX8;s;Qn|qJSpMnm{wb^a=gOmy4-JUNf4_(v!a zrQk~JMCK1!v1daGzO8#GAjjZ*{}^xoQ&jv#HLo1VjKG!mLji`4XT3JL$ zki=lp?6wr)EJxgXiJe>uJ6jF5`R)JP+E|{XsmY{?=S5+QogPhG$q7`oQCOE!15miO zvUTz6Ef+iIc=A8i8v!+P@0_-Tms$Mg5e2NB^~!YYmj^Fa9p!7dYx*)%h1!E#H%B0$ z_fEq-x>>KT(iL3wrY?e}oM$zexu<@@V!m4x*kDDx9(|Iz0s{+H`s9sK4RMasG$N=6 zVDFbx``NIhI;0h@f`;TA4{jOOAZdDDHdoxex}OrvhT3^6O$|97D_b2r?q37+%Ak*p zY-ymI_rLW*8x|goJ+da2t-%P)U5TST;fxZn4gto~} z$%m3#jnZb1KN?H0CI{%L5CbQITaG?2$M;7%o=;U*pF6y9fZN$oP^j*7c>8!7QtT7G zZb*F(;ox8<@CDjdzWlz|cJP}`K`L3pMUoN`y-oZ~U#E;X z$L$a})gub>i`d@MMNvH%BB1UHeV5nxIOBI$&e01w>mSxB0>B}03ykuBR#s59R!-G- zQ+fl$*>*n>U^)>9`mI=%~tw_er0UF>UHS^;0~AMXQSkIaHqq1G0ml? zaodCRF^N$!v}PjuEq|5gR&Eb(-0+hoh0H$KeE7dmkGycy-C!<5W5o5zT9A5}eaKgsYLk7R!@o?7OGHaQf@12^lPx78MG! z*3*$OtM;Qj1&sZfLR@Mp7)?K^BdZRAJYw9tX$>p zZfIUSfWfWvl{`G>e0(6i2b@c9f#K{SmxuXLhIYJk+0IjfsQOnLL`-0xGQwSiz^Va9 z*2V^U2Vw#M$*NE#HWoepD*aZCpXIH>Udh5L5;+wLFi-SY%IOE%;Nd@1T!lWP5A<0J zm5?)Ptce!vaBYruwi-p>%5ny#Qk;7kBh)ZqPG58?=cl$>24c#&DgKdl`sVEO;8C8< zmZq8vD_&;HGc*;-r2fP4<-g0NJyXFw&U~W_hSRg+bY*O}?cr(I=)Y zH67|`a7gfZe}xgelTkkuiF$Svyd_X)vAtXn7=+m+cM2R}=u^|)ihnHq_sv^>4iU_& zbxm9Zzx@%Cm#D@Ew;z40&NXT!yzj~ZHzp}_c^ zja59F)zn&Afs+%7!}AePjYOD*lmA{6>nHP=Z5)6T=8q55N*EgWq4A9rcA2mX&&WRIG8e3iG z?GxkR#)&3r;ZE$D9GYW~Dlf!!`&^XPVmOROxdy+)k-92$?kpq>SxMSGdrPkJ5z=8h z3~bo*-@Do0yv@`yV>Xi^v)A~{LKa^O&^rxOP~sF*mIiOVsj3DIB2d=G0Wuz)sbsu3 zWjpqop9|VQ(e=n*UVwf3=P2@){|!NjoQUp=Nn4cOzrcmLxN2K!$k|!)f}2>A+Y?JC zfBwTiXIsFhu}Afui=?TC>H<)vFHb&Zd+orbUs*(NBH2-mINl2%%ddr54(0BRkLZ|7 zz6-&8b&N5Ki(5ykeXr6*Y9f<-LlTI6LvY_OM@myI^(_Q8;s!|Z0Yp<_wc!o;=>9g7 zEQ|7A3`KB~raK3r$H@;-X3mQ4_U3a&!&D^(s(CJ#Ldh;XEwQ`MXQKN$Y78WtqDp?# zfTR4e{vNPvdBKJWS-B}4KuR;eHeYL$6m^ouh{c>0n6I-fx<$#d$mIoU?!AlXM>D9B zoZKtpbOECtcu+n}MTI!B41~gwk7t-*3yAdXcaO@l|G4&Ry`($J6m3A(w}SXasI3TY zhpi6FOBu`@M=cXd!+d~K0P14{X)A!7Vjc=s>La(5wBInr6*$KsPC{o{8e~yNM?uUc zJ+GU}(aS(7IX*+s^PtRGz3A}Uzn?icC@_S9Ll1eM1=qq7ZR!a-w0GfHLaVsY5M|r&~jD0l@xB9f-2iUAml>9fTPnyaY7)F1*KUu&I~oDaoWQVxJ04b6-fas7PD%? z!l`Hkfk@&vZ}o(-YRf9zYm~El2*J!X^BZ0kIt#U#A7-p4kBfSFwr8?YCYaX`;)rTj z!R8b&!av2Oh>Ls5teBE)Zr@d#O$dlFRlLU7;eWVL0kbZSUM94Zs*&1TxE!Ga>mGd% zV3&0;0BluET%Z+6xyKdcAy|-m(MRh>I~I{N%ZYktwj{fKFLMgYZQB`!N(Je;#azsd~#YF(}<&u+H$C6iO0i-M|6OYT?PDPg;^InE|puaINo1B})Z4B%%Y?4Q4Dmu~*A z@;TXK(nH{|3V7O8p2VvEr1NE~V^fX-rn0s<(r6hl6(M3Z+#0xeuCZk~IU#=)WmLV#_ zDBVRZjm#Kw?{T=u@8u7xk;7|!aW}ljuMZaQd5Uavu|5aiwE}yA(Rr_0Ayo$TLzir7 zC<)B{5QYJm_X_hFKtsZCIi5Y#v7<;S_xxHb*K&)scEU%T~w95C8n7VR~8Z-}l{R_kUtA0US7Wel%wk2D@G`H^+P@TS-`)@Jg?xgbT zeWv(vjRyXpemOYfP)1drU!6?fKw?(O6hcC zC%U`e^WQ`pZL=!EU1(p%6n9!uh8UA)1#|6+Nui~AKwWyZlU0f?3)h~@&4uUkP#Fp; zyk*DfuGMLB?gG>ccqt>VwjX`^;S!7rz)~ob{lowc3mOpvf>xIK^?%MnK+d&1DZjuS zM3>*g^M=-dZyywQN`J~$pqv3WxWLUrgNX@RUm^=#;a3cyUc}DPJ>h5TJf2wr@r57- z3Ay*>_z6`BQSLI-ses^3bOCGg2Qhslfe*gdMkT%1&?c`Tc}f$4!&M1AYLj?P8^2_X zq`{l;NwYWFXQ)@FFcPnb?@Rc4!afi%+Kp~@LSL(WoDEt5Uka;&0t=b$GQ<~9>}^`g z6fB}x%YZ@YZ|w7OB6x0pq5}D~;dg~09E`fFx)wBMHYIFXP6Tfl(4#Qx&OSq5_hN5i60cLf5KakRo8i|tgvDb&V;dGoW0HdYy? zuGkLb@S2PF3Uh{L9v?h3Clf|#@sv*u)kPZGjx;z>Fy^sW+a=4CN~^?z&{DHmYDS+F zkKbyEh_nDX4`ge^MB3GS&!;;@;p?a>PpQaM%y?;T6x}#ZmAzpBu=#=3WmQ}HiU&6* z8YHNVM1SxEN+Uz!1ItM;!*X z-Ur3!#1yWAPOL5=2?K8%B!cd77ixWW!$TQ_u)tKhzLr6ZG4c_hV`*#6>UnP7PV?C1 zKXWr3Xu5W_vzc))5Xj%0@wIkyUH~8|hD;~+P$l&E_yh5V4fVgT>Gc&KBRxv)J|gys zw|AS+6XL1vPs$~dzEJN;37*uLf{qWU)eWsUB7BE&V}*-rj(PbDiCN=Eq>=1o`1q$e zp6<(|vPQk&yx^T@5kQLkVK#*&yn2aYqxS1kyflcM^Q{DFXga3Wr@iv0h6(-dzOFp= z*6-hsVH>maTz6bNjlgYLt_rYzfi?7fr_e~`I|nKe2QMJ&>Z-{$y~N|cijs*2P?FQd z3tGa)y*6tJD;ENV;{&rOVZ97c@%ompUc>6XfVE^%K*C&T!f>ymJLI%j%Ksd(=GgB* zeDDLnJuYscKhT^WshJ(=&Z?&aj}*8DjGn#0`5S=zax;gVA~}MZ(AKFS`t5>!yBsC> zD1Y$$;hFq3LYFQblcL*n%}Wr|@RLr$5R);cCerX_N_Y-)M(hp_>1oEbNxdC*$Al}z z`q??c8+rL9kk~@E3(_OGEAIF2* z1qn})m(%na z(mx){We3Y$sqyN1)W^U8IVFq1m~6I0$$c2`tI3+VeKzV9td4>RMR5Iq5&}174r*7x z%$a@x66nB^@85QVCU{TwMxWi>9xdGs!ChWF>7VS<{9%vsDHAB4HTrit{olgo3sR1% zY3oA07eyprcVdPIX=X*$BI&>4wTFQT3_-m^G4LYIQfBl>Ly&_AdH57$8&i~dtDjfk zUIE{%-&U&0J&UaVVd-1t$5`M50?P?%L00_Sr{Zb?%?I-)GEtC)hS1LY^1lI}G~9`m z>Mj(%8d_fEo#i$adeJOK{l%0hyDC^BAo;{kaa~NzQ^~iM9vyQT?f?uJZ7w5(MG+rD zC4_;O>-9}VPQ3B6Cy*j0_n$}-*wyXyqx4T(AKZTcj%X(B<`m|YQAmba9`8x{ArAQrG}?N+@2ep zG7_2ve*+Aaz()e)w-GH1f_eAl`n_QdnH`u-Lz~FkZF62mj~M zvN#9o(fw&fTE|I~tQMWT5i}lCzyTzdO7^fJZaVYZ6AwEyqBN}QRp;0B(u+q}WJE(y z)bR=RW>?_@ick~NrNTOA85V85-a0(7l7f)d>!-&58VJrKf)g1)s%WiI0pf>|k;ad_iHdLV01;?^d%=C2nT#@Jl zUP^d(msS0O!RRN-V+q+xy1>QgmNj7gfjlln5WqusGg5i;pVXwf4$>oRDuD^O*=y4n zN%=o6^SN0z)TuAo_b2d_vnqKO5aO?mcXw3BeeWH!|YzWcdgfu(WO+#=VTJq;x$YlGy+;V6uZjk>$v{|j^WxgshvEplyy4M1fsju22>-wJX^~oM{7(Cbe$8q)*0h8CgLf z=1Dg{F?y^&oo$UJYlU#ts(zgHVc|JdcvpDJ-Zy2f1R)Cvma3yW(`#ZX?RJ3SjSp?` zqQ}B`OD(^gEqG@KTA48ZYTsi~uqBd|9C0X6LHaL4M`f{+2F7C$C%E`!itiB@jw@id zV?l9P~{4bR*oy zNw4l~#l;$ednhD^Ts?74<3$N&34zd4OYpk-x3I#WXAK}@uP20`Z9CQ2Q0{JeX8VHp z3JOHj)g_uU6_+u^Bf_)#qf~r-5Mdb?CIIwG{ls)R6O85iwudq>9u2QEk=uWJF6{a# zy~MTU$NeA+w8o-sBV-w(uma)Am1(H7@Vz_S0Xx~q7l`+gw=qxPF~NuKPxsxc3v&zsAB9U68>C8_3~N(3)>$>(nG9QucWFi zf*2iT^va}G!BOirfL?9t@wtS{Oq_yBm z(-ywTPaXOO=+vaARKakM$bw37f@O{P4l3vo-dQj6Zw!S6D?QA%AuGAQu=7__yd@Rq zS9!v>43OSG?OT=3RVEQTc(LqfLBPTgrA^Qx|F9i6((nT8J?-@sxsM2w zC{{V()lbBw7!ezK1Ty;J^7~Hocole86WezWoRXyJ=d?Po@7X9*?=3RN%k?2jgK7mc z58CR?Z=QYAyym(Nt>uU~i`}%vaV5R~$|`}gEvp79e!85~LCBvO+9Zq8?npD^^CW$m?ss=8AtB78=dAYKQ z-@Y;;&x_YyJtP~BnNz(6NR5YuQfOekCj_l4e+Bd6K~A9gb$dCS=i8@`z(AOL^@kgB z<%(J53fM|8c+Cu(-lr{OQD#`d_cD5e#6C2;?sZ6qOA;9imeTh`&4Wj#Sr+*B+cfO- zUuC{WOqp`}GlSyT-u&|xF<;2&R}_`QC=F7fdfF)t+3NlG5ud;HLw|?;?|LVa?j*Gt zgUfey+i5d|k^j;hEdhUfxZ_NE3IeCna%~u)Z3sC!@frGG!0kxSd~gf)$c&B{h~x=Z zzN7(Ocp!HzKHdvELs-~);iQJI&sVx8>Y1Bk=EStTYtp7A`h?>T?=X5EslWzxqPh^_ zY{dwYMVYhvQzfLs*X5S4xx3F6T1-FX%*KeK6T}+eX$k8$$Y>Kc{E)A^#RCnEo%ST! zl^o`O*US}1qAVn5$B%)@h-`*m4ZLX%6Lad?jZ{G+;^YONmeMT z1%|kT!m(4}v^~$+|5*EkgGiV2-iwHlj2{VR?p$5sQSYxWXXnB03={33?FTvGlyg-I z&-@d&H+JrqMp&kcr`52onjCYXHgFQ7!L%xjEYnCAe(q(`QBz0ZOR(}DHvo9^*XU~7 zK}PLSHi`c`>ikA@%qN^pLP#RlH}3z^*c#mqjmco%q4&8_U6J(jxe2zL z`|+75kYbyn9xGiDnU08Tk|;GbVg;RU24-k85)D2fWP?5lB!y~Rng5pyo$CIyfJxud z#jM6~=J=3XD&3aqV&&0mc4F0m*3B)=OesSG zl|MpS#us_yTo1fJI{0-W%DvS9%PP7mxGJj}uS#(_z0W{*ojXi$e_+Z+E)hTrXf8A= z%(W6{8SLbl+R-^=6SWk+p@Z~(&9?bm-|m3If8DotYUdL9I+Vl8CU{NmG%CPs``+s3 z3MpY~>`zDC0Y^@AzDfAPDFOcOLtd$PmP(Y5m%vQsv4yS_{A3l1gJ?QHg zgtMA=798}iDv8j2%DkF&)}8u4}=|<$IM$4V$v83&Cn`agPRTE4rWa)12kk zxSB?T1rccM%nV=B-Ff*AL;1ekAck@Re48jv!MRjUn7k=;#BaxjUP#EgHB>){yB?cd zW!Y(w^eZ*Sf6y2(NS6=tsDNTKt^~r{5r_9V~^0|_=K^LUg!8Ks+Ji&nU0?7xqC=cv-2LAVk+()mx zFE#HW(hSsSu8_ng^)lXYuz6%Vf$n!dc#E+=6ssqopxx9b( z&cJ9Bxd**hfF_2Lkf9$`qU3Qn$dos=$7D$omCg3zy&VN0mXBs}~5 zEnO;&{||3(8C7N1{f%y`$$E|EqWDFFecJ2ojHASK-;C0)`fDUGCbcf*EF z^DgfDdB*s^W4!16aK;(u!{!cGt3do)+2hB*-4s=c#x?WDQ~tHLL!$W`lX#muQY?)boYP6EOIURp1O!)HoJ%2o~fkj;QRNYe@{p;*x z118`M;c|!hX;`7JH_NnO!QXe_=j_KA3YF%rnLb?-f>qp9mrVQt?wqgQ3pPIjwIclPGK2=9+;OHQP z`@>8AIsO?Uwr|1Wc_wilOSDNMNd1!s}CN%!5LketK_JjeCdaAil^G=ysEJRZGt9Y9c%ozu67|9^w&wXUoO?(Bb2_ zeja2eQsIWS?ZS4LO@7*YI^4!2p8tK7dfi?R3eO&@+!WX|!oaz-R!vhhXQ<#eKHLb` zvD7DTDpb`*dKW~R9iTI2fp}C_@LC2~^Vs$2PX(ZA?1%V1k$uxIH&L1(>)4$0Zr^{1 zQs9<`N@iuUT)!H`g}s0Edq!kHdv2X(+P5P(lhO}#MXERXy#qL&|Lx=}(D*J1v`H*x zlqDfIL%RYckZqTELp>!u^L@81u$dHH9tOQ@P2Co2zwonxeqAYTu~g*SO(bqVrJiq` zp&r*t0Q1qejWBWxr>cA5R^5`moBK3A^Q(G)b)GVNEt1Y|e!E?xOdq*zhT0KOLi=Az z{C+n(I`zFld;`rI=;_IfCeXmHrp89v#FhqB_|AFtYbiHA1IQatVReSLR2t-&+BD8a zzi0McTv;I5`jF8dWo3`LlF_@eANprx))!<^Cm>3oJ5aBHq@KB>Rg8@6DgQfwFCdWo zND<+6lb483LM%Z~q(0A2HU*{a4xk?zBw zkjo4rYDb5mcZ1#Q!gVX+NYn^_ksH@j+#qOK=1D3e8faGttDS~b&tEc0e2~HmX4z@V z@}C-R0)rJmp=$k=3^>+&*v*YY>+XBVgetHYPCy{XV0BrpCrEbReVB37pb=C-Ig znRTc`ZV+eD;toopyQil?!#%AWSG=zi!n$)~*pYD#|BxB*&8fFL6h72%;mI+)m)J&< zpQl-`M`b%`?j>|hj}kIl{wX+}rvdWjUyGyWoE}x#`h3~s@LU+b-fTQQo{jMd4I1_& z=Am-b4Fu4{N;saS&n#Bg^fgjs7kO~e)=7`RS)1}mB%y~O&b`9N z)$=p7g4x;67m9dGqC^1y2x7TYUV(Ozpp}e-^IPZcRE&X@gTtjAQPiB(3~nbvNC7;Z zY0LlODnC@XtM05$_jtNi)TH@-LVChV_0hMaJ4Z3<%H2}KptGs6+Mmxeb2CpP)?|^v zF-}3)eu}7P%X-Qj=t>wso7=m$XKjl9pSmpRVQZ(T16naD&$=cqd6cqcTKfJtK7#Y?!?$!gPv-Z1wMfqRQf4>WjTAH`y;Ln;WsY!$Vds$URcvhf)XMzTYT7}G_Zyv!gN* zeftmEzgL7_ok1O{-NmcVZyf1jtJDydn#rS^ACi1ct!PTj?DLldg;V*cZ5+)(>Mp($ zjov#)rfXOFu{=jI{`fHdSpTz3INg84Qot)x)D-;WEM%0CgTMZ_uqU+AOa+)P6p zC_yHOtQ6AypqlhVd|2$`v#Pp&d?!^sHo7g;-cO*Pr>}Z2?QCt5@rS~1i)9ZP{Vr$f zDogBQpBo_%ZOA5Fk6v^|b2~`N1ZTb=ij}ttR(D?wbA7OVIISVml%n2}hqH#`IYrdB zKT_EJA)1a0$xGX1Bg zkmde961TYD8x4Ba19c40ITsYAu#Rf_>dg5^`zhIccCdAynbP3?J$yLUlWL13 zTL}6^h0q;lqcjcVrJlgW4rMu8V`tZfWrb% zeC1vgKH1`Y*23}X=bqr> zN~VKvne@q>KRBP6m??CI^$*Z;#(aF4Bng;f^6ROsk@H6TvjY{$CoUK(`XI(}kd z9+wfgxJ_Bo&-H$mjls56JX&DpUs5g&m9 zTk_X=nxJ9Qvz(s-`C`lk&=jVo&&uWoBH! zX!B^#vz5DpLzoKP7U5WQ3nccP$VvJc-0n7`bn|k47&{cn%jsMcN*rYDj52ZvuO>BI zowiITkDl`2D2S3SxV4k}vs6MDrJAmx1US;|Wje(>QChUC#*NJU1;@Bn3zZ<_RzY#f zLb^#+)kUwd7pT=Lv&(2#D(C6>Iq}yXcK!Y``t+I@lpsx2?aSDX0`{_q=U*)-)|LH` zyYK`qEHDloVRYgb!sKL`;{A0=P3>0XxyiGQPrSt!A5Z2lg>H_6E?brF453fN=*br3 z^J7;k_9GEeM;rtgBnz)tZ?co`kI#8>ztkf#Sl>C7vbd^j9GWKg9LPS5uO&Hm-ZxR6 zqG0`ED#ofDKmI0I9s6b2Hwu{Rptxa`52oEsVEvOhWVd|-d}jT&VUtrb#{h*q=!nsh z5KP8`5&?$mF(qWLc-20uLSP`2++pa!xRH@Rz?#ILQ|9{WP=p7o3&*wN#VC;qFOL;% za&TTKITnb#IQnqO#*sxovj28T0drqJ)mE<$_DQO1*zc<@I+{Fw`Xi@qT2?PGXuJ^itNqImdJ;ZpnQI{ma2|%k%xJ|Q+L^Q-T(M+w5IY431T(Di zu|}*uBjM7;%wT94M#-E-P?~{ za)RoxH*Or=GLXD*SSBflOdTuE9WCqOD;}t4&V`OJPBY_Qom7+y=_e&!i;tGFcq!!! z$B8;3X}4BlPY(L>P(845<-5z1YF0(uIWhbx*+5fCR*&a2@{_4Qbm*$=w8?%V&;FgL z59NKf_?!$o=5WaTGIib4>(3Oz{Mhp^N}y4N{`AG7*0zxeT+eAZs5IbCJm*OlLY?)& zYC20@rh_=e8qS3|mKm6H2PQq8Nf}R00Dwy_^>{y55lnJ~xBTs^xbsJEd?M(!X*iHyBcf8-% z{v9LANxn+?v0H%na>Sp4_=bCtYdHo_wAb2vzT1}lRXc#LA0mGel6D| z*74oHJT_9v#-{7*gJDaV#sz)D>}BTHvGZOjiCwI^)SKKAzPr31%1mTLjIt;I*A;R+ zy&3h-Vx(Vi zD|9kW+@{);+&@C{dXUgmoji|`+FEPn$nPXysTQ~0x4abZx5S4jk||*6cGy5TPpA$g zyG$MJ54+$mYdvjV&qnP?`{bNQAs`2L9Z{h*@Z|#OjQsp7FHdoAf5xL7c|}Ph2;0%8 z-asqdK)nEudF+J_w0m?6scZ1IqX2%=&_g04`0tkDC-6fi^ z4D%l)4Li{V+UujY=t;yY=?)XIMG$Qs7n1$^Ns%o{+sH1P3a;vp%y~vwy<~gKohI-c z8B7dmWO%HqAyaOPYBY0iRikrOllqBJB34F_h`Qs5TA&8O*HRTwWCIH<9AguwWH*Z+ zSTk7_?M|)a4_IAR;FTc@e2^*Cc#Zgj66n@okW!u4Tmf@jX4!Nrz5bv+REX>Fyvk2HL`gfxbUPLXbuttec4BFLPWj*4Cr^jBp5hwXBuso(?qSnvsCFc+b)mb55 z?p%4fv2V)+o%Q{)_QcC}OXam3Dfjrdl#1~3C(zmw(l2pQq1a2+9x`)XnOU%r9*UJX zQUjycyt!6-Pax}#5Gl6A~tQAYWc+XDexa@n6J$ZB*%nZT6wFjQy5C*LJ3FTEiTBdp8dk zmi1#PJz8$W&~gNsaGnSL%@b9%WA6T9k`m!!-?Wu{+|P|BZFrfKkm#=SkE|cN5 z>7zO*m@r21z=Xwigr<0#{?e*5ULo+mOP0XUda&UUvl|;~cxPw|76$`hFR|{4H?Ztn z)<+Dwh&pDMrB`0o!?-*NGMa?3mh7X9(~N}*vz6l#DTvwB;gs0Hy9dvHLz+>bJTIw*{NJ^ zwO2{y&Sr1%+i?>!v6S-x^ThLz7M>P04%LTp4Bb()lxkDaAaw;ZEJEz%k_|aClINbe zxE|z<8uEYGjW!zv=qC&B9g1jOF zC}7~D@9wJCC53wuQ#p%2(AnKIFA&EwO1K^(np3PP6Jg!{y%X#<)uu^gMnD|**3aBOLY(ed7C=%abHOV6X+8ftC`BV`#=MN-Pwe+%Y^YS7 zBj1qpQ!D3qcpofIlFb(!60I2Bj*QZqv8VF#A!8khbDZNflX>@|xEq-n7zO-WSfPlK zgN}2NF%(XmsjS6%zcI&biAQraLpP6Mdzi_?V-j}4S?F}mqm$M zoE&3{PmQIbk@O!^1rT@d5egFAJ=yWt$wl=FzS$UEEYEdEM`s~2YhaSV;7{r54m4pO zaN-Iet^kh&EBjIpU`N4WK?1nH>T+3TyJ6I}*~6Vaf52*ZSjs?}h6`b40v6uGHf+m- zt;LZDHaeKy^iHwNGw8_ilTEVu3jUD_CF(z0WnT3+QIC&*Z1CZ?ozG*a4!{*G`C%KM z3vbaVyi7vMEGS^=V0-%SA3mruGrU=UOnpi#PHBWi#s_Ij<#&8Jhx?xo+1V|%AuzMB zaLr>N5X&*eZNCoA8k?S$H87w6^S3(=;pPqe`Qa@sBJ@hBzt8t)k1suwY=%Bbt_bka zmimK>8*R=8g$!Tg5 z>gebUr0_o>;Bv)2cVj;dmGEGhe3sa>^bvvzB>oDk$GB>DBMX8rsbJM4X4^@@iF z%Ppd`l)be1{N0VWsCR3IWm$7P80((p&C=0#-9@l;wOiKnA`HRDJk5F1*LtnaBgdqx zy0tX}%)(YPFo*z8ZVx~cI%-2itcj|l*lt|BWj9ZErx(eH1S6zH&MP7-OnM>^W^Y!A zTHhb9bbT;2H6reQ+q&w&O1$N^lKef^7|e&3nJ?Sj-K}4XmOpY6THD+_UFYyg`uIu! z-_}T5KvQpbXD5QMCGU>HW3K|{f;%5yP#KYJr<+Q=Mqw?yc2Ev8tz!Vk;@|FgI_491hc zp~WS!xjdSjnCS9DMlYYX61v{2vRZ6O^Ejvv+S}WM@hslo!Rx`K_WHw?>%VpOG+kX? zdTz^sfDESP>m7^XybHhk;#l0ly!e8WlJ)PQ>??lg?3r0v2;b@`%EX?x{rogm2R<56 z$3cuy`Du*4x_knY!sk3s2b->Tii-8>quqptq>1#Up5wf+#lt|+sr-QEy5PR)AreW3jv|m= zmv^%zBijBVjK)Tp7S|J&O-YCIxZGx5K(ko;*J`Bb5V`9d=YMF!!pw|9rkj$Sd@)(u z64bqt$v9w{viy$&;d3 zqFq7lWhg1>|58y+7(VAnVzqn(k1O+(X49)X5k14FH)Al;_Sd?ER#0rXAJk%1s zzZ?$w9+IE){>2Yg!cgedc0THyi1o~?v$HZE{go>Ogq>c749`Vt9;?5ZkZPZM@7!3` z*;-pIU+CF{*4S*ZVXFbcPMYfi$@qCXa|GekZfT>EzRR@f;UzKu0mbZ}6@gEqv}gOa zJ|1n>T;@aS_s5j?S+UW8j+2v`$UnF(C&}y=cP5GmG8-BiQ0CZs{7gK`>TISfrQ;G3 zit_UEXwG+m6ueH#D|q(o*=X(UGPaKjR*>Ww42GdI8&n0KHB`$}&M391TmAyOrz=gO z0eV{M)w6ZLL`#5kp4nXk@^rG4HAQD>rZwP(AhBo`KgW6e!gfIjCa92`V6-nHZ7+e~$&tvRHj zh>UqdYbTI~XyaP1SFBsBv?34;R5XY?2tWC7dv$hk>%B3Qma?!>Ts72w2$wI8Tn3!^ zy}bMzkmQp<4$se%lanwnhq>GLgzS31)s%&$f#Q;5(kwF=97+?czgP)H2-!W}+1^HY z&dUq0qoe`5Blu3w|JQRZeP;roqA7vo$OxH%XDOr$C5?`b!mNo5JvpP^d}wp3kJ{6| z-X*nd`W4TndjZ%tqeXEgnIC9boc;ZMT3ocRU%#Tv8K|pEIXXIidFQ+XWUXuWY{ibR zZaXiiO-%ItoiT0i-Us$iWSGPa80uZ{G<&L+pe3${OIO%*l|pe_xM4>1W`aA zKPMNRc2y1=-ZWWga=+R1xnl?q4+qcjhBq!A&sdiI86T&$C#PMuODyv~E7J2in*b^d z0ZPfv$|__$3v^t_*|m0q6I1K`?Vfu*!|-i7pZb9l3| zpIvZgH8~|E@`A0uxA&J#t-Kz8%k9}z>m4^9y~2B-_qS(hOOs3noe(=mpzt~J-0`=Y zr@`5zyf$RIHC9=TjVWN3d@5k^2*9^Zo9DQTCi3(#5Bzd}cX*HTzB`Ph3Fy%W9qxHv zm7!?MaD5Qs0n}Li@)uHIlsk+oUN~+jl(t-1@L12pF1%iWo^%>>irj81$0*R(-``!M z&bj_flq+6bjMFkmx`VIv#v}=Q@Mvgg+yHr8Kk4W28SatQTU>nD2cQQu(xE#{g@uLM zjV^44SEC7xOiar_Rk}U=)4kE<$-32iLmbe|X-6jO+D8jOKJ(L|Ujd6m4W{t69-7dV z9`0*jTQcIWM9EMrlP+F#KZVQcaY;f)WP)#QJXs0*pK3L|)76cv6QEy6nYYQ$%lk52 zWqvw;=$-IsEbn-g@;-58#rXRlMtyyK#F~T)3SC)QG&}|+GP~ITG`!I+bhVD@4~xR~ zCf#91Kykw0a7O@%fHDzdCCqMUc(($L?gATdR-jyAyC|Yrs+V*ijM|J{`|~H+abisk zPskY>SW{ME;aB}e7lhyTaKy)f5_9gGX>%Tj&3X>KbP8z#aln8&uE%Me_*33MfQ9I1 ztDS2H!qf%S3KIv1XjV^O#Zq&#mY$*KvGn=gw4{p*k7f};kp`U2z`lzB00H6=doQ@H zj+Pctg|@;9l150e zmZBa==0;B$sQZA!4BZguC5)s zJ*=syD0DN!CmmQ)@JQU;=u@!53X2KmlamvaIZ>dVfGYW0ZX^lDff;y&r>9eZz1Z5? zT59`@7#kZ4dDx5KE@Qwx3XV(L8C}LyNeYi}r{Dkv0J;kucj7ex{h_X~79a-A2Xg?BRMCl>P$2+750Jrg-_lUc za;jA0`g~tax7J1j*u;Ebm70&*(dC$OfhnWcFfb_9EP0m;1R-Zg@KA^w7#)Jh9GEbA#QeGv-NuZaCFua7%(;ORzqR1#=@E!O?~GHjl!H9 zsk8HQvj_M9%y)je*SSu$>!HC}J37Y?z^MiNjvGHdzAF63@&H^@?S5+Z@Iw9p_(;oo zp-E?dvDFZ;qBB@);mL_ZH9!j!U{CHsrKq~#^oFkaL zbKfHL#l=4h+~1sz_13G(1xip=dtN%krKA+;u_u6)Cl!{J4ZjanCiel>aU7_rxQ=C& z)t*SL){8CMSB&L1o24kyh& zsNbZBQ=lIkrm`0v_3#>|^gQ|n<8hq_lM8F3On!;=;7w%hSxJw>hA9KaNDIu@3fzL$<{J95z z7}`u?RR9*i`SM>+G3>FCQ;2VJ$s-WVJj6g!izmKS>sa z4 z0tyoI{~Kj^{b1iLEG+l{o_61>=&1wWak|CJzq9*kl@v`DMNE$tsZ?(o&S>%(C?mWTMqSVmT?YLd-A&iKO*&QV$H z|7VB%|H^a!|8VyIM^Bkl;1vU8y(ph-o$n9R#~!QRIQ%f2hTv;d{nXNmw#AOgy5$cf z)~QKa@&Nzql`CGAJ7mi#_C-q`wTbmZxGCUG6vh7tk-UgiWgZI$8;bYm(va7v@jVIZ zso9e9&tYSxfdA$KAij@8t`IqWJbiyRhEc1OYNf2(^VZw@sYzKqj_==``c5*Dun&HT zgP6XpS%lGOvGXB+$|-$S=DjbrG=vsggPFS6AQ$S``@IsZul*87{eMHL+39B&+H3Ea z-q1o`bSu#x^!~!#LGFOGRUP3;UbS=ujd{bvo37FllDw|TQnmE4#cIp^9xI(lqP`Ki zVu3V;5>@fskNstpwaUA@xz2Wx6B1qVnv+f6LJz z*(FaMo&;Z_S4cgA(C)EAZ{ql}y#n?{APr%jGZH#$eE!5+8Le;Hzw|%*WqGdVV223l zGd9&)=EtWaJ#wBzz;V3hj7Hn@+OHeFgnjE2C!22>HhjI@RPZYO+8t6!ZOxbN9X#dJ zlxYeS!E7*gad2w8Sr$XY+~$)-t`d|`u_DQeuc z8?3gq^UL%Lq#P%oAxhEo1L{GEB|>lpXLvJzRRxLt)hat=BW#$Y;eo&S_J5N-Y~1Ln zKZi-itH7;UTLcxKUab)QJ8KK5ZBIErWGkGn*RlKf-4z-O1H?>7!qppdGLVwNWB4_M zc~C&&()`=z7ESbcZ{1kfw~UWw$_^Op@)*7WpCn1>m-BtFWas_!ppEuk8@rNM3xPGj zqW1UfqqNmqlJ*v?)-N5q?~=c8c)VEUoL} zudbT_e06sl@|?HP_npYE12YEmh#jOhOLW}eMwPyxw<4qvpUkASES>l92DjR)B~zTY z-VJ&Boq~dA*33{C{ymh(NHy@tG&u}GVb1ciG zi$)c*`TqGTp~l!gX^%zcv6#zuM6RbDPu7rjA?5pjrC#FZIgi%|Fep6A%sb1Eb+PJ- z7fsiHs~_6-Nk00`Gbfp5e3CQB#mxE0TTf1^AWCynObDt&e$1P9M~Mg$$5xQL8)&Mk zA*FMgw}a4I2z%lV8H^YWP(k>?To9|;?v2R4MMEv`@pIzq|1k%rhLm|OQ<(W&dP>ll z*!MV}G-b6sj#T5cKgWn}o`*5gdg`&_w$xBWY(>ixt$E-RU2emgIrCHkel}sL*ZyF36(U%AFfW z!>M4D4GJx1L6w(S|`uxhwxSJ-C4HaT%mN5GE+EvJd zce!aV{uk!VryskGhTqE!lx08GpJ_RLnR}%x+CPBnrF+R@X|I_2`_7JkI>H-bfHt)5 zx0_((zQ!+i<@#u3yNLFnVm0h+HLPZbp;o(mZGDV+9OHe)x4JfP#1#R;1|*1>p^rVnun3VlPXNO;Y26pGg=l@xD3|8=L!cy(Pw;3W; zVxtiE+)RMcYUYtI$qr4lVMucs`RbC$EvZ2rox)%N3vY56|G-TVH*K7@!7d~$FLC=}w_o=sF^e~)0DNh81y*xj~^N3eULEynukmudKF z?e2bFBpdOZ?-Pihr6%OPOAT%bv5dJ3_hb%*>FQx&$7E%Olm|=Ey{v65YYUBuHG#zA zZ&U}y#50ZNyyELr1u#ft;Q}uj^hvM9Y@qoc2Cg{)`=)l~+c0e-I>_+pQ}#v&+-flY zuMXK)NGsYviwZJ$&J5{RB3Ax52u+Vi^zF9I=!l(+Rk{c(InSB5;^2{&iz}b5Oq| zti%Jwxg6_MWgS)!gBy#lNc$C$CM$;1@}->1=`8UvaiKRhmyks99d zY_sx{;;R5BiEGs@vLW_rBYG3Q6>%|!)$^iODTmdn3qe>{T4{UzUqy73uMhze<+ZRb zvE}T@OlgK`Z`;R_bYi?V0u5*0oAxsm471xz8GWBK7hFBhU*tvQB)+Z`zIvq3xJ|uw zv>JR?)sef41?$%J;;pw9Qy&02S_82rPt#c7)K0gN6r=TMbCPUO zP-2(3&jRBBkx!Xzm0-D3wd(zEwb+3%$D1qmmiSTov6quBStT>iHi}z)&^s)s-j*si z5!G3K>ML2=kJsy7gFkvv05^qJv3%l|3!!taOxZg4-ddkB7cCb}=;gK($^VHtU3|8i zVuoiY{ZH3aliYZkWU~jg3pE7)Y=6ypS3=-wpLJ-Gp!Jmc`ma?=52HC^MWR7O(PFyf zXNwM!U7Dg#M3AhxC+9N^(TtTVhf~5Qwt~YS*;fw31sw?YfptI=ikbwgEe$1xZE0+7_5Yi7*)P1V z#$RqOYSN>QDc7Wo+*o$I<$HgP-6VV6uKefI)`up(nha`5qkw3n{VPGTaNQR%oY8rh zKKT^lMjPtOmb3oL=Obxl=yh~)A!^97#F~{ISJb*O*~w%RO5-cv=Ui}nQ`v9HB2xb( zuEM0ng6O`Ox{?+yVK}4-B(Z3sq9uA)Hjw_t++NkTJbq>T#h*eKD=^RCq@vB}Xf6H; zp;Dr9y>#oBsXd0NkNJy7W8@PA>m8cdjj5qW2V1nm-ziBu`#Y0IW1g)>(cUCnBLr(G zb#prsZr+zZIXRP_L(Cq^D{W1bQ)VfZ>^bByrwe4fn-nA(HX7!-8Y4Q5w&w{IE%d=| zCp9$Dyf9_$LT9Soeak~($^JP(E1Q+4=~R@*$yW8T{Y(s!J_b7J!k;eZC&l}Gs|c}1 zIHx;!J2r;M2XA=MLetpj5+EvrHU@^pELPWj&IF6a5niy?N^DD4^r6TbN0fy?h@JL| zcDE93vVP|;R((4DikL+Pdcn|-y`zcBlyk+E;*>e)=A)9_!q zvE*av*<;u%+`&=VHiRDS;w^)@ay15JG}CXd*#6=g6{C4QZF{yye=tP9GSF?ah38~x z%Yb*-6jj%XlYKd2xBH$lOY{!=c#_AnztyKw(o^n9(+zRnplqEOL$)TDQU+a+TMfBS zhLW+>?QHPDtzb)UGwsclhxK%G_{C3YBu{C##xob>>q)#p7KRm;w$UFR@^~d|0mFC1 z^QFdpa{>ro*J4MuDFd_c4}P%Utz$Sxl?$NJ3Tb29CYe-^dYx&xHJjq|()u9yp14h0 z>B+sY>GAl1qw_l{oMk~KgASEJ;P||eI-rD38xL)-1bTb+-kIu)D(s!(vFq-F=lOo; z00(W9u0mT0ypdfVL8;xz_MPck15CwM~9ZC?JT)y&`zGA}9y9d1R;4>A8 zG~K-}l6{)xpUY_5ayMux{=SXAnahGdKhhwrxAdt;o(82kRz&N!IVp^a{`&@D}= zIX4)4zpg-Sq?3vqZPhV3FI(wOX09pF89(0+MK-BSKBlGqYxVXu=~a7Xes+>ndK>`N zd5P)tCcLXwi}P=6ibGb=s=!+E3-U`=`R;2okTVy!KNq$m-DYo$T5p+zgyLj3hX+Kn zzhk?i4(@r3Q(d2={#RmtSvg)S_!FZ5^O^a#b&eda#$?VA;kD*wEC~0q1XgUSw8tyb zvv`r$3JO-gCY-;Ou7vzdx#AMeK9-K{`f9$+fFk-BL{t3mLmtvg{=ubR5I{Z?iF1cf zjs12snVH${auAh}8?HW|Ke>~6{f43a)@idiO$i{_Da@P-Fjvox2s37z8*&l21 z@rG-ot8|IXD(TvPlF-4r^e(I#dgPy+Vnm$T?ot$n^uGIO-R8Ng*hjRTwQFRKb;(X- zpv#1L3;j{XZA+-R(is~k02|dbS9r2~b^Ut4%XXD<+>(UI?a^8w>5F-GIl`UvZ%a9W zKWF6%whD6Dbce-lY6jcPr5KrZzE2aQi;Z)Ie3<*7tRGvIw^O4XPE6{@^@4mX>07Rc z&^(fRc7b1DAe%4y3tp-_dix@O|H5d`o~*OV!CNHZOU91xp??tAxHvjgWC1kI)oIY8 z_gH+5+uW=j`t@41c-`C8NtRhK?XoLUwl^B;IU5mN{+<|xh;8^{=p^yDI2+)l%aNI;E{X|E!!us7s; zi)Z1WFxjiZkKtSA1bi4|0Zfl4@T#|;QgJ=9EN{9M=v)0Fxm%vnOME9xdQAQo+dvpT zJuoC)FGOpt1Z4|4U#*MzD#jKO?-g+G@bObQ(Nsk6EiLz<(04MYv?5F1wM}8=_7r~_ z3fiTq#oRaPK>?o>v1L)*JX+%_Ww}UZPiVa;=H;hxIcP1XC&HdJKAp&Hox0Q{Em^O! zm-hI3FxpQYpGeNwC{9eI6BNIIxb+I1DVSSDKVN2hJl&q|Y`pxV0($PUq#FHXYw%mu zU!`y53l9HW2dJVD8ggHn30CB!N0PzUvlP&eb3z8A6fm_Bdk3YTl=t}1yBCH71+m&03gbz1 zlBqhHeRT0B8`9CsnyM+NGk?}(lk~XFW|N_Qr1EQ9f8-xk0Yu+FCKf1Mv=YH;skB?h zZ^qem6{dZ>NKN0BcRGD<`c)b1NVx7;T912rsR6klWX~N|3*)As|G0%Wn^XCo+t@AK zn^0@3U14Ey5wWewHdS%7Ksi>IEf8g?~mki+I~0;CHsez-^s`j%*2F;H~u?rWf4raLU>MowopUK0_&omdKw9fzKYdu!N<&+V=5?>l%#de}E?kA2t0;7?!h_5qj3SO?=g1{TBhJWwz+@mwgSCxfswn zC{~r}i4f~Cqeynbqe$TXp|OPI$a)oHq!hH?a|R`Nn^V+$^m|g9-V&ouKYz^XX~yA| zm;QQ{iA=IFn=BUtUqJkj3N@0>S2FNZ__m3Hr>iikKXR(*gmb0H7qtiVXbRgmgk(a; z(2;N{x``EkxCnba@0n55=4aA4WGu4%!6(;&JSM{6T z&LWuW=23VS)E~yu9#PPUVW4uFcEpVLl>3J~QJ@K#4<3yg&(MgkPO#H_dj6h>>!yM2 ztis`YFDrEmZZZwjaOdxzuB2556hQ?bj#nt_g}CSz6vbTf11#0C~8)` zAfJAv&0wPQ9psmx?!F~{1s%$y&56l1&@w7ii%HC)v>fg?8fwju-ZXECpeexfZhV?O zSE{_E+MI&&^;^&9+V(H=-<8wfts*;_ZW?pqI!VDI4`ZnVEf292I%u7K;H0UqiFo^1 zX7t`J8W!E(D$9s&ySX2*rQQ!{eIzOI=%&dF9ZlaS4smN>sN(R!=pq{MPxW(p%C1!& ziuZtOY4!X^>o>4=%#JlSgyP31ijKeKD9M`D*uf~!@NL=dC z0iQaup|bDJWGjp=7~#%O(XY@1ov|&v9PnQ&a8|$xtWeLo{G`N5(sFb6`qGqz3h-Kv zmobqXnagFMZ}Sdv^DW4*;yUfFRoJ}{K8=eSD&}Ns0 znRjF3^v{i!EXCFI_G6DDL4}i#ROns~R+!SypV8Otp^zB~o8PQY-*=Adqw>{NC3SOO zN%W?RQocVPz9Cj(xO6-dF{-dN??=?-ckNbY6y2qP)V;&TEh);jyf$#i--;r{tjbrZ zHm9qYd+CC|WiU}ezN=C}oVKagMZ>YZ;F`~+Box(ArF^)0kfIh6mC*7nuseFYGwy(m zdk|^p`&+4fk$2<`#vab6iy_ccm1FIzeVJ76NA^SpmN*##uP8-kf_C<^e6B9tF!kTI zeBag>u=9-|nu>B3GaT4yU9yntR=zK%l-Gx_NnnQb=G!hoj=g`~STQ4!X zbLts8I=4qMB-^4SWh#BsdMyeSg#C;wb>v@u%4Mj1)}J-=bUhwXJNvD~rAD19Q6EMO zg%2G$KCa@aM~w9Pu=Sc>^9vIf1@y$CZ{`EqyXGW+D19!l)G z{?SFKaF|~qC9WkPGVRYxX7a1QuNvIRn=iTfI`k9KZkt`q32?p&ZiSh~*iK~^J6vIp z?t^pIr~eDzKp?+QFCRKyZNpGW+Rb9(as9hdZ0(?NN4*rb6+#@9tb;BFMeVL;@{%oN zH@yWwPw_+!P=&)1qcoy_1ih_$=qj7c*3bmH1N!8tDz~3(TOUq>_g%`80U-MVsPq9gU9B2onY|4v&k%;5yZv&vdcpf$*N)i)iQuq4rk5;f~lJ~=X0K?4h)+){@?BVu*doz98 zMW3F}EtA*N?5V+x9;)mOcVMU_u8#c}t@?8{+&((am`~nYFM?fW)N>gpY%s;UfPmH?C!|s?A)yYL^ofs9izC~l< zbn^T66L9HcOwzF6iF9F&1&JKG2oSM(2^k&=0(JDc_4m4%jB%}TMx2Q070B_d;qMjVq#`SN^Xn#9p z!JQ;5b`lny$U7oExb|-&Ry2w?vlatTZP`b{v=KJl1QLg)R*cR6a39DiWdE*rDBPnj zlF;7+@i?)jCag2(>if$U;ZL;Vi1y=r^;rNc#iewPT|iF#W@6j)u}Gc0l#cAt*b}H%~Za&VEVlYfB zB(cXsIHSEp?LGoY4;HJwGVYG_;39z6>?c34pR8ybxq*XpIm>8Mg=Cq17$~xP_7g1} zMcdf3X}6WrV=n}c2fs5xysnl&ZwKM#ee`y=<0&l5bclzIj;-sM+x1soy5T`8ih3}1 zyh&kI7S`@I8vnn0nfbsSR9|;4<&$01uhhL09lv>$_WyqcRm(rluKo&46LK5@ytXh0 z0{I+tj-$ZdMRuqeU$lcRPZ_Ism(iXqBsbq6r} z%Ug-fjA2zV-GdkHCEJl?001BWNklT z&7&l{t}@@>onxLeB67~G%FLQam8wdmStSX{k}VJ50dU&}j4^||-8Q`p-Ay;J9^Et# zctA5YxDD9Y#u%{itiiH1mr5nopsK9O%*uI=d5$~2KTar%VXc1Hl4aR1zO}SgDe}g> zH|{?7oU`}-_P4jaX*Z2O_){JqfBn|qW-ct!9KM-bg3qHnEeyMXzr2F%+Sq|8c4`1S z*@xPy63EZ<(3^jctDkyW{P&q>i8UwbKRU?jGpk$Y95~U({DHT!RE<$J4R*!WN$wmZ zddp2X{xF_q;L{zdN}O10jl$O-r&Xv>{oxPcPeiHs((GtFOV(LnGqRmYWj{m3GgLnN z8O-x9kR0!$73)QQ<`J9`!RBy$K{Ab5;`SP$nKSru3s~pQpoT-B`A8KfNtLHqj_xNQ zHQ0!Zhok7MTRrTF&XFfgU5XI*3iyjlM3fpvZUMDX zraE$%r_5tGjWv1_;aA%=l4F0>~&;GQ9BHHzHqaD@1#^(9 z9U|r^&i9NRuETszm2s0Np^6KygfBSDqqTU8EK7$5C`7pcd(;E&GY8RWw&* zOxs!zpVFq`1&P`@RM(;=$0(a2e5yr=3Mv*6y-pnv$w_*9EXeGS_eM3+rU zR)mHZz|{>xW&y>unXM?yZa562eBb3K-$fT)e7Di9LGR)fL*voE0${H9UbfqltZ1WK z!c4`BSIHiEfz|9GoI`@%CzsYxB!{+V&@u(BI2MsGT@}*^p>}9w{_-lUFJt&a1j0g5 zHBwqeU$}(bJGw<(T=V(}(I6%lF%k8AirwC#k5xiK6tOhzm_9*WZVc|hlNE-1%Tzr)YssvP-c0WUqBhlW zY?kyf{IB}}1M5No{)y0iJTt9uY>&g<-9qds9t?qLa-siq?4AER0D8Pt97U(6HjC8h ztSvR`Bp&%oQhq;jSd`W%qX!rcX;i%kk4*{cYtPsi_HX?cw19#7LvI)N$8K&`zJW14 zM{QFa7rNnrmt(S56?6ao7kKfP9;bKr^#m@7K%F;z3G;?A`hNUJ=zpguKWb*iurxpF zgP&sQ8Bz97U8^t#oVYiGQWx`ZF|nN>O-7`v_?kihOm-}^dXbgjIG!!mla>}H;8gL| zbNGE?{?EA?V$l?8y-Xn?l(c=}1*~WqOZAbyAZnP;?|vtaD>K3jvfJsut|=@whZ*uM zquJt~m&_!F;^2BREm??D>Ry|%{FBI5i!0eX0NB|&&E@1R^vLVn=$r?jtR~T%7J-ec z1P~PIMtU2y#4xei63LE;VcQ=k@9RgG+5|oET--#O>N8&;eC+;L)>y9rT$!2g{Hup4 zYn+TPPuddCrybAI^2L!|8(%||io^>uSSf?K$Uz3*DAsgo?kvHyO-v-B-K z1wi1oe_1BhMHgLs|D)@mckzng()2RHj$n(AHZ@;@xSPjQ#3GowelK#PLb#oy5E})c z96dzK*6}=vpigXK%QczJdXPY*pMWmvbbXa|+-4KoAED-m`b8-=M#vwhW+X8?;ySja zFjGr27G0yKvC#SM8clzkX=`jtVb`y=@kwoB_9hKYI28>eMq>RU^71U!x^SqjK759; zcRxU*ZwIC>oUww|OWpRfzwsmsQ^JuN8oyQp|NjSkLEXXafAm%WF5L7XhErELUER&C z4+tlA&*CO8{`n+(-?NMOPyI9iR~#RY$KL|{^459If9e!_-g23mnxqjBPDe`KAd^~Q zgI;t=IOVdkHnc&)QU!z7mUD09 zm+)2>Q5^^WE&m39mCytm%@{t@CeaZZ)MSf_BgV(X#-jjKQe&*k{TQ-|*=ecd`ugyV z>_N#?C}ldCR#|1tyok{*Q`3boQ8kz)AT`JaJiMxKT#tR^1fkn*qtdq<3vs^YSN;tD zJwN_3t@P^Q?f+qcyMADh6ZY2t_-5zxtN-pl@{7MEoadG$BS{;SM-CGzEddZJE}%x* zjI3Rukrr+CR*mi0u0ip2?e{r;v*xkaH}4hDI#Ls+r|n;B5fh z;(Lmb`Z=x!53-!SPJFjz^S%RT32ja@H*lM{?zWrAJ1LgR5fa)Pc;x8_-*mpeus%N2iHqR|(cu5V$l@!vq-+-OVA=|Gt;!wlCp?gkw|)4H9dvAzyzp$NyM}$u*vQ z9IYosB!87^Vg!I9Niwzw%*_Xcs9Qj3phw#@9UrS@F($^6O@g&`WZNX*Vse|GCWzFFAM;n5gMC*;_Zzk*g;W2jLgnik_aCuL~_dkB>lIb?_+-c|n|;>}g$ zwFRP`b4jj4BRR~1K0($K^Pldu3A9Tnj!7vZ_7YdyLuj7E#F_ua3%~pK03^5n1=-_! zi2U2%eB~c@7hQDmnnhP6u8WtAOVi6logAUc3IJ-o$il$Q*r>!@5#iSCCa$be*P;|G zv8WC*&!j!Ub5lOFj+%BR;c+;-i0-wwR93Sa=fLxLGI%e&0g)|HBp095z-QOlkVIx= zwH~EER3vRLQ`f~c(z%PQr}ps4X9gMS6TyOkM2nQa%C`J7Tbmu*7ecXGXq!ts^v2)b z`fVq_`kz=HxrvY|u6xPZNy}2Xfyda42&bZGMZd2$NdG6iwBbJZexaQG{JTEM?)U=H z=K5AfLbK`^<#jw&XFV&9b5Y2d2@YKNQ|3M;M0^6NFo_?3FDr??TP=oM6av(kZw=7n z6C1Lg)&haj5|z{#YqIE#-Lwr9*`ZHfCQ=m}{~NXo^d}f0MqP5Nwh!oMP?v_mHy^ zjJJhAS|ympup8)B9ZT&v-l`uDiS+D~xSjsy`OF^9SI5{atK2*!HstZz5}vFOoPG{# zS!{yUu^rg)jA*CUamL!gB*pL`v-Lif3t~)6WU7oiFS4YMQL#i8^t!^AP|706_>yy9 zPi>>-OX5f>{Z}5^`n@0ZeuCrMi|i-}<$9%A1J}k=HR>smy*q6kCZwB8NSDw}A$BHt zF18jR@9RgF#CX!(7J+sNUu|=1jJcYRdMHEe!XsECq9x(g$YBmn^t^2QeW&n`+o^@d zeH{AuZwPhvWf5TTY8AZxQ6#gq)hbgdZh#~+xAQ(!NjOI7!X#~foRU9FrXZL*^>8ne z=c3t7*8L*j>mm{HO3bu}>GKH|)WF&)93x0RKDHI0Q(cpq5+mSN>A528<-}4fWN%<( z_CYQVy#augYJ~mKY4TnVZAYv{{pvDbncGQ!(#EfK?$2MMuXY7X4^Ys>TI3-S^2)@E zvsJkuG`YHq0hB9<1U;_KN8Nc-g`VW)`EuA(?1 zXtNO+!|_xy^%>TJV&2(3*7u6o?z@GH(<{_$KfB685Uw8S!<7}Hn^UwpEetpOBb2QW zezm-_0!ecOgk)+pI}8`F4b?FNf3#0vJw%#O7rze}tA_ z1fDF#V9o2JpM@>q+-iCp)ov45xlFTHbeOoJ3z4`n=i=5gaV3TD;(5G{738Q`dF1qNVi!Qo&4WLVL@8V@)a(a=n6(M8Juo@Sc9X;MA zZmv-?lK5NK+FjWyD4vbf>0;$;7TMvS!reZ>d`@H(f`-d%HA~#rV0S^#V_nT)DSm)P zQ9%iIGD=7oc7u}AL!l|M44Gh+!TLpfYgd^cc?$r6=m4kJh5;9=QylA8Z3gR?kX(n& zw7BOdSI4+F@))W=$jPt$5+DSjnt?dc<~mispiD>X7IEF7BK0vaFQWY6-d*I+U*xi~ zpA+Bbb?Kw`4={A+bu2t2T2|etK0(FnrKv|qb?AXkD9)wq-6WJeS|{71Ic;R!!5-el z;7K9Gv-Z>lwB>2EFR0DXGL~f_4ned=LnUT7%>Es!6>a_Ml)OkK3S!G<PDPcZ3R^m zbXHeVFzh<27AC9-+UwxTQ^@5!sy~e56Iu$>kt6tG``G zKXeRK4XM)yd@Q`oQZvh1D@8mkYPbD+k8T}*Q4{4crLvE~NRe&jQv}yVpX|+@w^5do z^yoesF~OjS7iSraCpbHmq}nguxxV}&u5RF@dXbBQxij^_@{Oftn(JDRVa0-IZ9zA7rl-({htVX9x+{LW>5ozNXIO3Z(AO3;VxLx| z5FVy~<`ko?X8>3|^adi;6?(%V6iH;u8?gbdsyo>zh3E;2IbpkViQdXG`S=*s5kaG` z`I3xY`2wZUBg_`XJs;>4Uf|)@ zE!&F0V%K)nA*GM*&kDq<|!dXTb_Mvghi9j$^=Xn@6bAA1@vP&0&q9aQ|y0+Q$A zsA8?mn{k3_leOU3R=LgO^ddXQ24B7bze_Nr7K4=+I2#u21pnqic;F6&W9}q5zxZ96 zWYVuJ(UOA%ZBb@mw91%TfP$C84G3HHuAJsZb)6@rdzkOobX&qtI#8w0nWLbJjQo0h z2Zq}eEQNxg*5}i^2-P=uq_mrmU)bf|fpZv@b@1=H#;CAoP<;L5%mkNK#XNND@GOoI zq!~z2QAGyb^mK~N0OM{BPZe{HYtJ&llDqm&Y~JCtxXY)%AtPb9*Z3fv5}h%9i%_jV4|nJML`QGH9SXUBeR#aws00y#S`}`$(-xE4}hTB zWbDf4@pK=#5wST)$r~gJ(`fl+>d%U6gijjeGkd^-FP;&<_rAm0cj}RU*RVSI0^5G{ zKGwec4Q9U}D8#d0_(|?~lGi37@sfR_4w`MiT zxe+$pC?i2pTRiT(2#%=#ju*sr701L>d~9?C;s8c+kKw=c6p^6`oK7EXePfPYm(S4N zeUwsI*uUh&>2u}?=Vz%V1+})Kr^sdYqIfp`w%9O6^fIAV0bg-xOTVC{g#if8 zVFzN=(>u`3+LmBpTrRNK?)#qDgq6-b#QA^boCEkqhQTzEDk7lLfB8Y06K`O))I)ev zP~7cgKk57=BzIzY;(b{y_w&g|!yMfGI`;2g13<=M`|_jMXP@JV6GHo7S7L>c(hGc0 zI*0pshc2EF8%^wZmY`;`($&#jk9Aygl(-BVxN^m zspN?q7lDIQJr6LExlAzCPcACTSz>mR*+!JlKG(Z4c>hh05q*{8d3|mOPKe z&>ps}K8E8HLEFjjapnpUW)@wdVNo72wB1j5>J-Gsu8DKiHo-E9Y)*5aUj)j+rm)eP zlciS?^T}@cMbvsLjTWB&rwwq1@fO79nR+JISrk^9N zhXL?SK1+MzF!f*>uaiRekg2O8vfbZNXe}C99M4CxGK*r0429CFk?-Ay>RR~imz2G$ zXjTJXWsO$0}ba$rSMckzHHc zvlG8pCtJA4)4EVP9uF>1^`%feo1U5&V@7S0cBltCpb^N642PE;K(X4WwIacej=;s( z&A6sSK(okO;@SJO8j1PS*nzpry=PJx(ZpQUQ)?=`KnHB#Sx@@9!>QX&qO1=ysd3H->K9@d5$jLMK z;BOJXThwd67`%aT`$cTk*b=dd6z6HCf|&Seeg5~wb>HwauY?I-F;sr%LjXMfp)U{` z_feZ_{gc0+{+R6H!eGVs{rV{F9BP253e*H7FM)nfelvu5cc`s?wsbR0*~i(b4GxT_Uxp=LdAyW8e{g9x z@32L7d*IfC%zSPUtKyLV!#@Dv#M_p^^{|qC&C1ZD=2_Sf&obG20@Ky# zjn=n>Bg46?$hlQk4&2X%A%bU7w?JQOnnrw(ieEgF0egY|q{K*KXsZrcF-^RNn5XrZ z*fO$0dte8-*ceyJqK#%>C`3=#z_ArdipYfaxg}JyPBq+zsa$J?HRerIQhHb)7eO1p zSz(zW4mTb}+YsZpFn$A`D^ZIMkaxr!({waKYKw@Or=STZE$61uR104$iHcZ@0%irf zlR1AW=pAb1Fe$(zE+WJYmQ1M zBXe9mi)*W__a0=^5}T|bO`=YLez%0#p*?Tgyg;d$KxsD!AHUWQ`g;-2-zD1O?fm)o zFqyoOox_*@=>fTQg2PP;NfFI&NKwIz_^y_yu^Qh)raHAX z?jml1*z$SQOpD8%F{ZaF_<}7~nrX}qW!kiL{7Op*8+CLz`)XHc`r|lvz7469y~))B zWa2&aUVR*ATBtZXM{lQWg-|q`^<5_cSeq!UADJK6 zx%FB3Vx4C%KC|`zw;#P3_kaEgxzEhv?+6S^r3U7K?VP*sSGnck{|>-lGE4A=FzIj$ ze?@G*S9(qm?;qx?;U8sC5gAWi^)ng2i48qO#1M8JmoF33s#NU&SHoh{S~`9cd;aSE zgp+AmsB001BWNkl~fr=Lv3cw0nSW|x$VvS3mC1kphwGM*}huqV?4M3 zuMv0bAB(~PY)?1I=^_9Y?iuE~53cguZ=dGHKNrEh7yo>c!#{V3_}wRIB?J>7Z^rQ{ zCPAyrOBIKB{z<>O|-@eTSY>Z74lYmOHF^Q@Dv+8d%%VmqI9L;@8e8)kefpn z&>az!DoQB=ZkfLNMe0Fei&L#b1auqA2(h?Rh|XD_O0PMGqv%_LfI+p5Uv6SbeteP` zW3nPzj~1;cK~>C8L9a+IJVI~&MN~^1mrIOO_a%t8*RVsKfTUSPRZZrnstk``dmmrR zh=;`k*HsS{o3;_bRyu7`T?<)pSqn`N@k9VKC9SgQ^`S@(tD`rH&k9piBmLCXC0WSH=7{6FiLLNND%Gkrkf^rn#;R64;W)LP$963&kjzq3h6$hoRHiX5Tvx zGxOj@v{Z8IS?G3y-qtFiQ14d4V^JR`?kk|VZCaApCn;X1?Vqf$ctwo$!HGSufHht{ zv|26t{2_`sullvK*(|fOvt1{>i`O)|4tf_|bkRi@U3Ae!7hQDms=zc&ia2~s871&4 z>Qy&zdH32ZrfGH^^e$f0=sM_Ke9Ksvx`IFMzdouE_{$Bo7|+3>cLq)NCdsD`<42G5gF>^4*Ffxlg*!?GmkuwoCxeE5~`_ zyhdLp%s^5cm+%`9hIKPdQtOD5mGiWNNn*7XQl_94mSQ6;IfL|SYlNFZbWF*uvi{M( zAk>@qp3k5!e_e=S?fTg|6YF1xbibhGb>KGYOkDUh>wATe)_g6^-sB=BFT>ojh>q{; z4btb^V4;y^p(5y_$$+0;ZH=OrV&c+g0cc;IM7i-Kve{(4lU1uluV$gVxfF(akR_L}C$3=`AvW7d_Bp5Vb=rGP z_n#!)n#a_Gu&sPG`k(aWz3oL%}bG-ewC4S;VqO9ace)G}MNA5r`d8|}BLQIjux-=Ml#Mn8WJZCFrCzg|8<3nGiWe?%ub^&GrL>rnUp-3QU`eKP>1=n(pkeTdz;|H8$;yw=A(G}Mco?B6OE z$!Hry>#N9)iP2%L$gV|0nP9#UqMZ;FawX<4$UIHYf31JK<|Eg$i&kAFa#h&1^whKT z-hC%13M-#5GTW2-Chia!KUP3KmI1O5z zvK@ek&*a6%ILF@lZ>adhSPG2n;lTY3a+y8UTrm!9LnEO23D?)CcbHrbGMd|_sf5^U zi~Eac29n}odn#F1tU2>jlixF}iGPfsrV!{b8D9-Zp2K$`Y2QT`-!i%mdKcd^YEqQZ zc~M&)8`zKS>FAP$u80lwX4PO#jT6?3G##$aJ@v#^|6sMWMsH6E!>;2Di%p3mskB{%S|iFX zzX+7XtU8meG-%)&Vxx7wxsyGCDYRCFa8Qgf#j`o3-^u~)0-DuPXKqS7**=D@I&2S% z0FvLX;(0RuW{D-gpg3#IGKUvGL4N!MbA5tlINZF190)EFg8IPHGG&Td@Qc$nNB7D&o{ZcQG}kw;{db;Ce1P7u z{aZD|+y3g`v%Xqj{@?x;Pd+EkmyC~a!^k>~Z<;8QaEkWZ&oI-vjenTm&+A5ntt(cL ztXZM(*fR`m7bP9W3gRPT}>8GSU=O;GsSZ)vRNjd4}Tk_XDCXy{KoAB~Ux> z|K-SWzHuSS&!p2_y8b5t$T)T4TAAf$54ENUDujIs{ZITQax{k7DSL>Rc?>l{)AiG1 zi@C$sDq?E^Vt#|eeS#jp*@{tZYxIRHG+klI7)?S_6-(35IzeU0b=clK$6|07ws*~$ z@iz;srS@*kmC@P?uB=f?@AxM{)YmF(SLWP`pm?VuHpjJ7$c{-v7oRodFc70RRAs>( z0l@JjlB$agG(GXm0-D8|Hq2G+Fn6#19RM5I16(L)*pUk0s|X>%9^W!E?G&p@4}(qd z?l=8ORM$jvT3a0wRM#R@-@u=n+nP&U-OomP52|Nzc}WD1_HXmh*Jc@PR>)@soqf~E zVz~)c%OU)l@C0?$;o_V|dgnnho|x;N)K7Bri~o&txBW+M`#llJ@~*p?rNjYLUmN8m zEgU_Mzg|Ms+8CYgADgbIZ7;R`n7Vi_y{uAr;Tt3l-ugH@ z>Y|I6gRX<##kYj1nK>NKM#z9G3eN=Lk$b z#oFOF(w`8EOm9qLpK>1i^It~4MP%KUq+zn&3Y%t(L)AwBIBVZWGZx03T_Q0mu3Pl? zk||v#ZbUfc9S1;mJR)WbpJKAs5K-!;VbB*`p=b6ff=RJRmm`CiUVt;(-^qAeY}&T@ z7uj{JK_q{bswOsprWc^1C&}2$Y)B#tTDAQIRFl;Fv$*p@72Lk*E%+;ItP-QzQ2-AQ z?}Ooe7;94$2Sm;7%FI=^Z{POH8|Br6EK!#t6igBES0xuswlLf#*U3WFzNRKIWglzS z00C8OFii|hSHtyW#$EBuLyI%4U;kz{>>l^9JVft+4xnH$&s3KWgyk9`V&=x~~ocP&y$j}s^e7J)W>7SA-1dotMDMQ!of z$Zd>ACfSsFnaB&(UQf}u5fFPJ z4pM&C>$!gE^MnryVY_X$=V`b-96G$8QcKwDg8zD^uD01+tCEU}V9_%#m|QrOVE^%t z(Z3>sNa>}9)Bgp)Mm@yI@?R62ILIUVJpkNZ`&)WUkrk`kVtkfbelmtZ zVc-Cd=Y=Eidi}3O5a`0w^z1$UE!p9f#<7o_Aatv63?9Dszx|8955Mpk%+bBbj*agp z-UonIE6|AclFM9ApkvokOJ}Om&-9AMOC9iBB<5m=S*yqB3yF9A#oBfXHH`5k1dOvwk3_2SL4Nv48^K& zrf%G}&bEyw30--HbGyYgnzqVO-}AJjFs9rIKH4TNRkVt8JJjENczCN7*h}3=WY^}Z z{{U;{FzKMkLeHuF95SCICueCr@Bsj#-=0ao?@ytJgk7W${~DLd!|aaCacH#j zycy%5avHf(#OV`(GtINmRg?8%l&NWP&$l1fQ56XZZ|iqNjTZIm@8RSZ25IzP%Y5rn z8_jOfFhp=$acv~m!PhK;UpSXF$H#X4Dp|v&s))JM-zsy(I7sd}i~Fzp-svJEX)==Z z>QUVPv5mXv;%uubG-h&8eja(XM6yq0 zOC3e0HF1PCzO8Db?fyB!&pb%;-na3DBsQ2SsfL6{rKMx}MD}n%Yf$sTSU>ygG&;&D z16LnqW8^rQOAm8&SU7=yaPb7U?pKf`je1*T8R9+NP1J_SmM-{jV5fV51EsH0 z?h*7*SCUa2lS0o9qGjPgNb5Fd%5u?eoOegs56$;260JPm$Vt!z*o;?->4hX3T9i$uws%0wM!gcZ2AXiN94Q zurBDz0dI;+!>^}DFS61S&XcUWq~&$msvo^193VRs$CYGM*`?JZf+9oSRaSfUGgIkh zwJ0_j_Z?|6GWkWGi@t9wbD<1fhirP-st%p#d!)R?#mEVs-|_R@tO}ayj>c)Mzx@Q# z+uw)N*#M7NmuX318giJDEwXeQS})G%2^vzE{4ak8ooB>3&*zc#Dzp-A3%_OIiGXy@Q@O5a#Ur{)T-YnG@%5L!_-m zLQj4krz$qQv5m{v!8p0gE36(90l%Am{mopx?Pm#FIkt5I8yoHs<`|>bSY_9s*zjhR zHEbh@KCzF3(is4P7oNj<-%oNeb`vKmg7qUk{5YOv6O$#pBf_aX8@d_SmXYvi^o#%y zFh!QL{nTUhZhjsB=UqQdpuWj_oj>4||J?vgtq0k$9da8rMq*-)*?Y3aqoaFBMO~H! znS)?uh08s+^2m#E_Ku2qu|HgfD~mJ^oaC@90#{Sv+o@ZAB6^L3^=HMGCCKT+BSi5q9bE!*25ofdxT7-`sf{ZXu8A53&{#ROLuu6QAS2 z?(4RcvLm@^#!?_VHe;thCVq&jv2f^zST09-d;O0Aa3gU}H4d>WzKHIMG1I#)uC*Ar zpIk}IV;&NZ`d`l-{*PT#l=pi)k~_k6*#-QLcn4;kQ38@lO4>m0Jgb%##%ES3>v5b; z23-rJ(L9T7kqu(D7-Un@IOXsFQ~4yf2So{1;f2N5WL9<0P>Tuc99D+|GNJ(NG>U*FQD2j z7RK&k(-g-ARFkwLN<6}KanEfdf@-%YM+T_M9cNr>(@?@B>x%>(Vf#v`kCa>>p_hPb zEkwKMqKofMbRG0Ay6B>dF1qNVi!Qq8;#GyLNXYW5M?06@F2%iz?+tVv^e(<7M4B5k zjVKLCPy;npg8($uFgs&{mKkfV5xRN?C)vwbR78PWUKq`)6Yy#nipV^!Ia#zL_c7yc z=ZVu|(tOW}JVvX=j@U9eMgRyoEp*AG?gSaF3xOmQjYX@UwCb2^ZpO9@wCWfp8VubvU2!M05p3RT4k;^#N>*f zbWCKqQ;8C%0(Y{K^UR{e!5IOUjuCM^IrCSDs+|?l6<( zL5xnju^aa36pTR}Pa)k90f=I3#wxAArL@_bg|A@A?0aZwM65R=KP3SuTYIT|CPYfk!^W<-dD^*pL_# znIk8Vp7}b(*)sdyB}zlABe!$4oMO|6Qm6|Ch2u&b2~17@Tp7I|85cS&-OrD_ znHR3cNT2*2PC8!(K)w77_V6ySEv_qxxg$P!f~(~e^A{KJzf}|<7__*5_&ok*k?Aq< zJL+B^L*^B3-My2bBHoMs@&%@jyoZdnfYIsIT-CSZS1j6&!8h8XzP?zKIUZa^Z#Qb``Ji-azY5Y%op4`cI17Hq} zqZLuUYuZoQP0u!`u z{spS0&NjrDsKFc1jM zfWZbASuV0HS;gu)(m9e&?{lX2nZ2J6_jnA?%kRa25a#!u>ytER%HC_Oz1Cf>`?{UX zX+c6vqf}UAx}oASB{`jJVay~PZof6dFV6Om$r>E*7EwgSWU%=Un&I=0w|!!kcijwX zI#0n;5m!?qY-mYR7wuyTVQw{fVst(Buaq@2`3)9a@2$(nfdj zC^HVp9-9Zph;^-J+T6&3Az`)!r^mRyWtgbe&cTS3o3;7kghvjNZE-?L?2ypZF=m=q z;du51ZvC9tHSc_fnRU~TGSj>YdqtSisitw&WoS6?Bk;%`_CjO)Dg#g_!L+E^@SFMexsM z3y?CrM4gRza*{zWD`srvG*KnQ^CyLUa`7V1d78059u!SMxquG3GVh?z14*EQP zCrsJfaqCeWdJ+JCWPsW5B2FioSZNa_W<@XaOzU5;Ir2m7hER0NiW%FNfyUxlbVZhI+2+Ko=uC8PrT)w_ z0C#TwV1_TP7zn+@N3k@C}APvtij@x!_u0Lpp6Y+c!O01 z;J$A^PH%Jb`Ja>vhNY3ka3crb@ZVfgd>DYb6OR)L zH!&DqN1>wjugr{da_Qap&2!8a<@-8!eVfef?FVIB*aHAe`!}%R)c2YEO4D=OB^1_*=%BIp zaZFYVi*8(j#V3aBK6N8kM8C(LxBm;5{_t}E^xKx>jtmj0S%i0`jQQ{x9k0Vp*i%Ee zA}|>-HFJFBM>%-1%wPUQoc7Y(Il7j$@g%)GazNhqzFTrEIQIxee?3N}WTLx#h^3Kz zjC9;eAtT0jZ246X4Q#eH*i&)@x8HS zOhi=LYYUXE;_x}VZG=k`SaWe^y|Uk}nA$YXiQY_D;Vs!lBURuB%Jbn!-XcA z8w1px-pR5P@(f4X--UH*h(hyHQVXOfyOvKfwf1$`3vqhJC8*HXa3#TeZ)U+ie1vI3 zp2HW5%W+!@9Lg`DezgeE^;m7pJn;-${NLri8QBxwa{b!~o_U_!frCun{*Q8P$uOJh z4DyIsS{%l({SkN$ekm1^km@RkFt%yUG*Dd5q z7A#5@qY^AAs46ByXSMkt&RMDBPS$i|?r5dHFi65C=j=eT@%Ne9KPsFqD<&mN!qq@V z5hvS9j$Ea#|D|AMS86|nXdK7JEtD#%{#q%A$7KDVv-d?(`IS zw;f-0lCr5{6Deji@_2}m!f~Ev>W>eTc|LX(@zm~jS5q8O^Fcow7i&H4pN^2XXgjy(JE2Xg;QXg1S zt)yIa7>bFoNeQb|p)VVPH@;y_9V3}q#^z+q4<7Ziam^LHru1W+=ftVg zx|h@8i%`<71c#;e&*Q6O(7OUfFB7W>c)4ODC@=12)ulZ|Oma;&Zv&nepP*}I6vHXT zTyboS@)Cu?Od}^pL}$@eX9X5rP>GFTRdg2k0# zI_IY~pQh%J1nt7v4ABF}n0(Ji2}FgV((M_eSZ=~x%2CuLkmrogV0Je!XK5hSEYJV` zvjMi56ztJa9-a|L{&e3Qb&Vd@EH+VJ7zDs@dkJk?15;zXVZF@Fp2%WeGxZ>u$q4PI zWu5S~AF%83F)n`kKM1BJFsROqV-yM~iow~a{H{HiC7e9V`s6W8lkyy$Zoh_+xSxf- zQ9Qfk-rOCFNC#S((AsdAq!!y*ic?VSI3t6cX{?+(rYueA(>SKj;IvET*BZ`1MXdGJ zf*UVY3F(vM%r24@9gw);CS9~*cvqq!8S34pZCI|~Op9}h*@Enk1`113yKy=?v1=0O zh@@?_gz`Ad#cJ!dn6DLwDT6OPUj1Fg<-xGo$$jl}ta-Nt3a1bB(eT=>Jm}6`o>z!FEc98Sk{{*)-G#C>Rz@icZ!kS}h6&vAly3XDKFH5U9+C4mbKUmlA%gi!<weZWyl?)8ZXWzT_AZ3%8DXoQ)A@QRVlL7k96u5a~f`+050j90Z6m$zNHASW@ zhWC>vf~;GRX7%`k47Q0Xe9PqXL~0jf)(e<)$-dZfQO4biuqb(=B{`&h<~V`$D5LfT zcoezjl;LI~<7d;sPhyniv&GfhFqKP8`FpCW!10nBRWV2uZKQG%ya+qfge?(jW{!)K z4$L(zCor@hViD}G|KRzbp!1CEw?EE~yTAEc-?wr9e=_TCuL>mj62qiibre*4HRE+8 z-i1{wQ)5rCvri0)TYHW&YP8_f5_k%d$&PDbnkM$53>@dD-I9%J@a1TSxXfkuQs()nFbcXL4W|3Jr52+>~{OL=8PZSnVl& z?rT4w`HFR9H(tk{oG=0MB?U!+Mo)?dekKmbr#3x}diFSpRaY=)X{e4t)7)W77CTwH z7?GA@hLkPHv3NW6E-~<$O9OaL@1fY(#h_oZxpq?)XEBaiE?~{cI!U`~$*T@LnW-xM zb5^Y*TpGuum;NL)=3hnhpWn@MfB(eq{JEAZ>KJ}(vikompSl`LTRYKRd+=}D1i;}> ze1qkG_a?sWco%-RjQKi$AHK&Ppzr(75@@e55B~OE%-{PWh1=i5LxVygZw{Au_CSfd zE{Rci$ISq={o5ze@+q>;kOXD`yOAb*=n-&v80ZoP&F*ux1l$JKM!!P;7rqO?Un=*~ zd+}mEbybBT4S3G%qZDr9VdGj>)ylfd=nj6iKftZ)MyZ_>LCA^wK11Wy70g`m7v!k~ zi{_4^lnSV+Im#|sCr?>li`!ac?xf`xfe<76#+ue+SMex*U_geVR%lm z>K=QUh5k`gN@NUqtz+zIl<6@BR@}*4Ugm3UM_b-}d>u*03(?iCZblt zUU5{{@jTP64rcOx8g23n`BLMU^dcAr=DcKYm6HdF>^nyIb=T6@DlO#PYLc$b_TOWc z|9ChtAWpN1vIx8Z79)>h=$MQ$Ws~gR!}&%UZBxvZ{OlQ!v%0ya%q6BLiFsP^q$Pkk z;p!2A$FiMFNzUL-^BF9~3?r8A>UnT*$U|pcfvw};AYUtEq875830=&w$uOk~L1STE zoaHCKNx7y8z0zYo7Ukphnds)P8{X}Z48jH2=gu+IgNSfBp5pJr4ooK zm>q=14>MQ4gb71}a>cS4za>FU=A5hxz?@IxzUZ3sHErh=i9`ag*UQg37UMKsxIXA< zz09>|j}wo_@pxYSB>?mI|1ah<=<}GzJmxWvdCX%T^O(mxE+|Z@f=RuA6!-Ex#eE)s z9+-E~=kbcMcfiTM$DhUL-@xS^lI_W*G9<5lGdmtm(b**#g|%C+B<^Y8bh?!_2qm@t z=`Rtw_zE%v$%lmAYtl=MSvsln7dbZ~n`YErPdGk6W2v9GQ!-wDmxs4(86g-u%dAi6 z!snu4YF$Z=$C{W+N+vt(he*awHr!5qvJZf7ByQsMzP-flwPbY3wCC*YlnQ3dCVRC; zS~pCbP*AT3Ry%OiN(9LYaC&)D~LN`p+7Gi!&nx?`4&Zz%*{M>2G~s&3ZouCW6T!vUbS;YI6r|F-B z%IVg!H1!T*(kD6Ls0IDy z`qhGNVZ_o+^KNOC)VO6inV~V11Hf>29lJBvv&A}0 zV^lKo5nl&MZzGCfRD05v)i5q2PDxiN>axa)W*d`BuR<|&T4O@C7l4(!KpIv9M-Ujv|Bw49|M z*n)Dy{R9+Yk+}E$0zI8ZU$(Z&`Y}=o%qE>!+RPb~j6u3!rrS4-mQK>|5GrfkE1SkY z7^aHQTiNC&+1-Jy_KW1EBx`5v-hp}bdaMqE)&F}n00;hEN?20KJhj(UL;`&|JmwTb zm%NMG^_5zCs}FBtl$pn#CUm2)8;&<$OH=s_YbJk+yXgu5CemI?hK5Z~V^ih%N`*Qw z!ks+uxSPM-BFq>=HKPWCv@pnoE^LIu_1Ca$`WG~e?&WaJ)c~kkncT)}v1DT`@yWI5 zhKgm&W$^5d>V4-smt#4)84mbbXDJSH^f zWf+fkA+B7doEkxN?%Ts6NT(p?ss=9-;G=-R~oG~YqRWvfmiquogTBXcq z%GpVMvX8X025(NzCw<99_lD4-1pex~Y{!*@Iop(N>Us!!aaT?k;bH zWTm#e(A-5NZR1GC>*=YqFpPwHu$!{1t{3_&4j%J7cZCa^xFH$DlW7G zPgP%Q40jVawi6>OS`(S2n^DVoeA!7>8L~I!%^tFvi_ly@=K^cxK8z?HdkM3t#EdRa z?sUS6YARD4Mpm$GKX9IRukbpwqD9|XXtX~dL_;c`#XYL#=+WRx*-3Tb<=TG#J# z#Bu+jll4c2qADmC&_P$2chKkY=Ye^O`#fGT`p*m!$c%AD>m^kb+Gd?S%2dury)8mt zRE*ed=BKgFjWgT4sw!xs7&=W~#W>OWSWF#SuO-WbSt~`eM#6EH>wgF($ zi&!VmqU5p+E)~UalcJL;JNWS)FG@w!si$3~tSfA2JVSU^9Q1^*g}!_@i>#-y6y+cr zv2>#wCJMS4n<|E8P?_OqvWrg7B>Toh5U4Gb#&1nhlOMsJ7UOx&-$5KdnUalyF7Yjw zmcyeasGB-W&Lh3iBeq8BV<)i;pTuy;5!v5)4dLhVPErYEGZoz>XLDrDFpFp2?~aVbV))HR<%e&c@TRh!lYO3J(wHAl8y1@ z(JOi6e}vBZo)4^M`}6luh{ic`lL&(Knor<8yaS`Yg=n2nX3gb1&iFX$=m61WQqG_l z2A;@S)ag-X7K`YZrIf*Q>?u%87`1YJrpOde-12!Y`|^1i0AJ(yB4j8uYjuTZsTY%R3y`xc|?ZsX9j ztnrXLN3ZEPdCf&i5&B~L*rKxm84xPJQp}Z~RXGQWvZL z;SIzWN-em1x}RwM61-1-my_Rp3INTnk(tfl2sxc=#4i6tuKS6wpT+63-cJp`Z_mOb~87a#=G^@jePVOYKa4Uf^5w^_x>-dMK)^g@fq$MmpW&G)(O0L|E2m?=$z4+IT&4mIhA8Wbb(VnKYZ%y9v4S1Z|>y z(G}UvL65BSm-ehCWf*HA#i*?tuOipd)^%Y71jkN^Dt25AVJD662cJeSh=ZJmon_ZJnQ?`5Pcdw-msf|9GUC1KmS*)cDCS6Kb3`M~e9l?}Ma;*6}02aod zN1GbNh(}QZ;;_ziZDN*M{H8gMC&c;O@qB?dUY_C9Y>+JhxjygShnU!O7Yzq~#Pp8c z0GK}TG1(Um@8E@{BH*Yf23|{==Jd&GQ0%B{Gpeaft$CVM#m#AsAH{O^D1$3+!>w1e zPZX83;-PiyS*WPE4>fJYrN@}i8(4biD*%+^F&?O<3^Z=1eNLSAvS#DK*mlC6GM6R32SCvs;E}?WEUBHMvtP6Z z;%yRuDx1t`58MyH#G5~bVJKKl1tJAGD@?$$XFrLes+`^WZU9;mN0{@rQ&Kd>vl1wr zON~nrXn^P$BS;J0!_AGget9nLEs|{F`B331frD9j9dWoWH#giPvs8Gf;_8^Tt z%g)Q(oo~EEaerjtQk?1qq_~&MT-|qcp5i`_S3Tx4==1okc=os$i7S#vnG1HK8D&}> za(F1{EHqE!+w(B2envo6FbaDU{_mjt-hx(VnGt@(9te z7^`&hDpB zCr02=Q=0O0L)5o0^Y4UDeqZL{`cY>zv>Bo|Pyo7xTWa$hdv!j@|59^KP{LM@VF4 zZdOh{Nv3@{Db+`yAjYkhiSxnJZzg|h2cCyTV9w-pqJ~2F62n!4cU4D<+*J#C=7d5n zCxLCV0+HC-Q=fMazyPKN2Yx!$OMZ=@M2}4nF z=`j}h#YyeC&P0g}CJgMz+BxRiMvrjZRUk#TP8dIb}D9*{AM zVLOrxve+?)ZS@)^I=28Yp08yr>O?aeLVIEW zQ%Qmjk(xy~O)7@PR_zp^#-=e+2~sPz6SYea*i(q0X+TGyEc^hqi^DVTJ zJYO>#UN0=3Vu_ktMVEl#{gj^Nd+C{C;xuCU!F!?4@Hw z&WSUPm(n`^D2M9nxgqsS`MR#lNtGQaqvx1iD?x>sypN38PNOnHVwtptJgf9@?wG;C za2mBB_Zzp>kSe=Kq}8gbc*oe&VCWRQwPYM}f2yKmG8xr<4PbNn=bUq0j7`r}9aZ1l zNu0?T&i+$$Evx8UT>ggNbC%CPUg&un0875OlC;@^J2y+#FM(6Tq+$#ChMwpX%Is3iVEH&B`r$*hhhvoY; zJx_VyB=)gEmP92Ree@eovG9gfv|a7TRQcV6uZ4Q0$U5^r;=h!6_O4k*+tLjjo~UEI zL2R9i6OXgQbQL}RDcV+vsOg!Kjj5D_cHbN?&6e3zVsQI=uqt`FhJ=w(^n{4%erk;| zv`U-2CT|kAIm1-WN3twIp-jm}gI>n};-kcuOOP(4Pf}3r*b7OVNjd+<150q1qnLB4 z>bSgGo%3JC1*f>rXVB;IXM%YLeIE0e$2{gSk9o{v9`l&T1%+a|zC)^!V}m0D-ByiEP9)?6VjSG zIObhSqbI=$Md+PAbDTP+NEMqYSL$><`56e;Gt|0`+6l=}Ee?)TOnJ}>8KM@c)pD1| zIU5gCHWb#lCBy6NZXu-2kye_>t3qiD+Y{t<3yxBPc0(fYH9Lpqn5|IwtoP=}36zbZmO0HpRjMlMdQOaeKwbJe=Q);E%H9;VHj#7gYX;g1Yn|JHOaD@g|EE~XMLq5P-7jFyABav z(T%=MGXJ^a3|cY6grl=stGBjzoDvR9=^{tgNJf4LXuYZ)^BpZj4C&9?QaFtxGDQ66 zKjXlsh2s8(TiWq|=p%gL;A*a2D^$g#Niq$wf}^UEKNN9tTDu8m;hLE%Si9q=_}uc`+-kTzWv=~E3NnPo*I(%%cv`jVD`ypNmxNq z2oLPy(giQ83a@TEM{w{3N z$T&lI&q}K)>yLjx>CU&~p6W*pNp`r+>%~``rfkxf)`g~OvX^lh3Es5r!uK>T6ot0i zaq=e&eB}o;Zs;X?G*$h(f2oULZ!5Oveh9!f8$QhTt|5%Z^%RVXqVm`SY=7WxfNJk+ zfW}K|P|F3*OiKo^yT-$juOGtfIZAd^vWz^?ho{HES8jZmk1dqi-GI}I`}hIg>p2dO zN-emdSx`zP{#(C;8#^T%`Q>v>+S*-{8{MUC(R7k_G>lJI3fME#R5MCMGJa{OXZ%jkp$KCNFH0kR?XAFp51rixw58 zQmpMdbX~(zNRcxMQ>CC=P!tb#Q;u6MemS#xA>hl(9=Y5a!F%9wN*zlmR_0nWm2p^f znmy5~I(6FQA?c{WQ<~!mn~ZsbJITW6^TfXS4bD6%l<$>qy9Cp!bttowOg}7H>l5EP z&5Cy}BV@HP_!*%ar!*72e{~zhp&_~}wBMO!_fh+nH{#U$v8Lr&FPqFvYON&Jy_v3& zN-eozpp*(&W=2W-M0Guqb+9Bq!dz$p^;X$;JRf}{&p$TE=5K$Hr^BK=AJo(A+4c!m zI>%5>%RUiKox|Y>p||xAn31~Ycx`}!Zov~BW;!Gc50{={L$At2+DFbNSzc?o$id+N zt6Jtrg(~c;TmVaahP>5-uE^QZmOYMPQi(fiaT{`du}~Mm(iF359q9_QNUdLr!ym;7 z*tWlVGUqSBqsjiL6m_hrServw>vy>A4nxn5#2FOwSd(nVKdR!R(&+cBHuJ{nA8rK-C}3XDXfH7rBwn4Z!%*v-I3nsRzrZc<5k>sj(Cvf4kJxYUMmnPxf*}a39X7)Fn>V ztsvR9iNjNkY*``iix$1qm-A@JS;kdqG4(G$UrsSU%^PnGF^&kpL~{-_Q<=2IiK$Wx z*pfPiwtpvz*^JUC^`SEzuOU{dWzE?4F)o$E+)I?K*-aodLQPtz(B=~_U<%b>SRLg3 zLal5a-$lH3A^w3qBy8enHXE}9GGj!&t!QPrWqL! zd$r+sSjHot(=bq&diaSd#U0?1r$31)m*$jHsB;DiHZ3nL=PH3|OKb{@UZy;7>es%z zW=RWLA&vWA?gC)Xuhb>?zCjGu`qykhIkS&#%a?I-N(`v>poK++{mi&Kh*hYy8>}ao zb2KuVt)V|8*W5Yz3=NY9Nd!AcX+m*MIcmtMPP(7_5~YYZPnm1)q2{XVNGdAr8L3q* zneF%^1DKi}erpJDKkaRwh5|F!ott!u#&3ZU2}C>HYSn9vDF`_baE z7tHS3PbpW#|L*sYf9@UtRFi=-Fh-0r*EUFi#(UWoHr{a;%JKaqPRaUE-tqx_eY;p^ z{s~Vk`uFPZT2DO4Cm(9$@Y5m)cExQQc>P7wT>bgmtD@`5HUlE@EBV zAGn*jtR2IEp_r_b&An;rv?=tDzK_5Ag*c0sTz3m&p|?>oH1ZV#zis!|Xf2hr(wh+^zIQn^^RF&hPIFOJ4SM zwUA}@G24&N^Y%rn!$pHQ?o&uJW|Tz%?vXZSW3*~$7+_nxxLs&X~)kw{H3GS z?|t^3UjV;g<43o1;#;SyultvaZbirE?*rh3X*nm~`x?e}PP6)b(iU;cHD~z2@XcJI z9zm&;$9RtH#IkTLeb&{?Hi@HUDm7Ee~5frhDm zlvIoty57QzL!v?PM*H`f4BbefY-UA9DE%2%EpbmX)?x~8bPxdDY$57x!645|f+OgSe6r6r)O%gmxIcv$NZfX(( zq+B8pIO}esU|2XlU5hTukn36wGo#c~T6F^xaaqG5M+TBH5{tK1TZKAfqxeJJ1X3fY zyB`B!N!JkHS$Ph9?jnXlvJM;kS-NY_;)#th?vvn5ppao9^^nv(7@7%ps1md_3`}|vb2^IK z8L5nD+aESz7Xb4V_j%0YH)CETZXUlCKR5SO|GoL2uSBZ}qf~0kXV%?7_`uKDao5+V z-z4$c@S=K-eB~Hh|Lt1Jn?%+4tZOCj`M@!5dh2H1Sr9RmC%fKDjWb0@{y64}fSWlJ zr)+caqJ1ls^OGj~G_}!FjQe`|*ndf+RkND8?lmD&SreLBmhh#%{V0Y`$!z0{E}861 z(Zag&vsh9QOeqo4nd#a@aQrZj*luOBN3vxl)ygDIEI#pV^rRTnil(7Abz;h;$<#@< z+?tvt9%#p0&NE|?D0OS(0BSBpqGkb>f@Bu$Gw0CH^<$LEn42VkpnHRqZEn);S`rp< zwia}@o}WoNPdGUs*P)6JFJ`02oF2reP{(>l ze#XA~o2j$SGIO&Cn*D0V^;fa|yKiU5?O*=2*EZaH3B_cF!dpZ+{Xo2j<^FRRih?sQ z83gxqKT5Fxr6Om#C7W+ka@0mnf?mcjOHd^3s^zKKW!xD3Pg3oYE!$gIgWr~8NqQG* zrRFde>LRK7Nt9ewQ738|8EM@_!LX1jiu0+N$^_L}Mho?XEV7rSt38h=)n+_u97iERT$42sP7hL6EgWMRUW;7c zss(?VT*$ruUF4>Vgn8m5h3$(Ut}1c^G;9qK=m_Hod*MzIKQb9*lC}^fMZ>Dg^;=3A zykp16Jii-9m*_bpmT#wMwv#q_2!8vY02q4e1l>1YOd%S_xoI;1Wrvr{&wotcPmho| zm3jH%_8#NDPwuB}v3%b2aHh3T}N9=~Lk+xj0Nd+-1jzZbP#3doCn zCor#Gk1}?SVwcpl>ShZOPdl2PuV!fvdM_tzjj^cf!m}#+1}Z{|h85i~F_!ewAzUyALrS@W;V8ogB~q-SUK?%beofNwGvP< zVbDIbgWSG7Xj`OyJ>zXaD++TWYnMQyS}riGc5!gX$M()a02=rF4-a?V!&cWmT;mc5 zo$A;`L9yZ~L~zAqoYicKndVi5CXR5dM%HXli;^gNh~!)}I>aHXO;?y6%eVXvvw7i= zeopGXIdz!aTDgzsSH7kC_e-AoIHr7-9anw~kh5U=&>1pw85UGJGpJ4{(E~^EU%Z;} z)i(jqaONq>=LR^i@$ad(OMrc@;3H(2BcnTTD-uxhrYA_-gPbe2VXpLF_gGTcl`Lkx zP-QISu`!ePGnci|>=ApQEqfeWY#hUE!IYG9DBijP?}1-3^V~s#cit|qg}d=h^-;Ds zNciP^_stHV#%D;qu#Y_-6a9(Yt`mIvku_A$sq~Re|a-b?@)-Cj(kLmiO;w6!|Cswbz;39FC9XL2I z5;u=mJ?1m$^LWKDX$scvZgg*ul1(Dbf!WhU_llEi^+?t#eDe)lcI_3!+g34QZUdlR zAK{UY!D6a+5qm(o|(V~~@uNBA8 zVJ(v_Kua)-*CK|HH5tP?)=#mn9lKYu<;lF28E+RghK@BRM)ri>z#X57a{oUkNPhey z05sirIr@%WoIE|n!uN{+%ux4Ln3WR#^cbZ|7JN3m5^r$^&*W)b+8_XVcMV6~TXCDy zc+GNf7aQz29bQcRN1!B5TgmQW+`oiq(MxmrWvBPmgu0YutZ+eH z^vj9r>$^X^lWm`S9a>h5&Q9Mfd#5^S@MT%7i(?b7>%~1c2!K}?$LnCChosL<&*Tnr zb}_tN@lo1>9UKbYNhB-I)7c3#9rZRcu383>K+f?|4;C}L*82?Eh00YyOo>|LZPNOSb{weCmfxU->p#PCv>s zpOrE4bU87vSWDSkOTLl?)eb(5{kof3v#^VypFSgiC>}+O@26*$Qs?XD)SMl^TLONU z*!I)1sg-EnO>0WBysDMQ_~~9;$I9N9Iy)rDhg->%9Xx(a zf-CQ=dx+Am9dulKH-klS7E8fK>^(_JEekPn63DT1_b^+xm}J8y%u1zo849PO;)pM- z6_$p(oc)tH=OE4xK!arhLs2L?)oNFZggM9>*DQ0v7bRG{>!gdVz1OhV=47}==*zL9o2;s_vb+cX z$RPmofkuipGc`V)*+PY0z4!xMP)uYzvc{bHD6aH0Wvi2u zlQQ-mhllRKG)uG-)OD?@jMSfIJ-kx9)PZ95@kiM6_P6}n-`cNfLO=8ZJKy`$>TA0{ zytDf6&;kie)m*U^&n>r6wAitfB>*_waT(6Gb*!2BC0S(5G+TjCq@P31EjVqmo-COt zF;@dlBTsiif=7L(_0*I{uoRNyt+GcrfN*(;lsCll)57jLt8QdV=l~_Nm1h+Z!c^l1 zPfm7XTcR=kkepXMh^xGbu+SWmm?C>bOY{(G zF2!u!QbLveuVL;OTChL~4Xq#n%3x`PX-7NfQgyVt$j@=ZNx$M$gYD~|v$y+<;}TRwGlRX9u;JWgWY0o=3Gq&Euf%QteAv!DA0^&k01 z;w8zxca-{2@?}hV5ob(l&@I6Zrp--ci&ng5$tcCOI&@URM5w7yO?6Bp%WiyX6mO-? zR>A5axo|7ya)Gc(GOaziXHgF9$JEjem44}7bCTQMzL6y_e2iE~uBF(}$>6*Gf-}=j zj#czZ0*Ml)jJg!9gGN?-Z-kFG>ppwU7E|9fKhB~9VNtd0p zW=~*EO0DJDh1XHgHM*QWdhU9E_50Lf4pXT>)+-r~W9CI%pV`5g`yXWcZC?an$KBs# z`vZ3~vHlhYGm;H5vaqUdgs(nPgZmOGx9FMNLCNkxDVOl?_%;BWH@t>Z|72_3&S`gMQs{GBf-7|i4=Er5ELviME?xSPXF9TLGc&93p}RbS=A zK#7{1WNs#BiZnN9i6CYNNcVu$;vThWet-5T-(Qb%rC zx&otIrujR6%eg0IUKfAty&S8#0{e?k65A-Eh->PH8BW)7RcAlpr@jS1Y2{`fI8`U`)E4{!EyEe14a0Oij6I*JJ0gz}2Vo~y>N)CKx$?!LgK94`x#)zf6D#o^Q z!G+f(cnP~t$=vibcTnR>5z^)u&q6bY6vl7Mq8lb= zlNMT?vWG`M@MT;m_)SGxV!}|-;?o#rjmEcwX-@W-k=Bj)vlFa2`dyw_dVBS{dQ1O7 z{T(+kvPiP!S=~<4f-?E#S2Ao!*~3G7U9>c6+?jZW{D|z~&C7>*ZmO65t3E_;<2L{} zoU;&$9>wSCpxG^JEM2k_w5M4-^F+0MW?{hwzWu1mHQQcGmr^+s3=gf235=9VHZ07N zxU-&+GRMlvhsfC5061k?hBqhFSKPk~fTE z=%~3QCbwjnZAJ!jxj@P0s(vC*(PCmFbXt$|cya^V zy)WR3%KVjVE==VTs?EoOaD~oZu(Kn&hRb{}V5yYVEej5@;zotBY%M)%rH$uPU&P$l zM6CN_%o$;0MD`pc@>idyY5UJu_-auN z>lSRLJZ>dH+z=zSq?@T##xa)*)&8CdZxbbx1#fDM8IMqsi-rYnc@~qQW2w~o*<#~N z*RS9UPc*V^ogB#9vOgmp>Ljl^a1^9QGH$KGpPitn*)dm~r--$YgA)ztI&5eX=i@}Q z1&^&jn{~LVrX4Ux8P3)*6}QnEkhC9N;k~~Q$I)=z%B;p{~D(5*6NhRAdgjows zI?;L)DcE#D(tI80G?AZL`dZQYdl_2%A$E_5jIbhghzzxty@6VMAqiraWi;Y9q|ofm zWu8guLrtMEjHA88Q?fC%OW=hkgRz3?*a8C_v@8UmHr{}({QzhQhNmnCVEbq-4vR{O zqYq0$B!jL%FUKu2sE9~H2EgygCarZljb)c|uuHDb%MA}Rnmq-*7Q=m5WVt;vF2JOQ zP<6)1M2%yOoYVNpE0Rei}P3zn`8V9nrWvO2Xj;!H`OMk&((Q-{iJh2c0a)Ya??|<}3W< zqclB!0Pm5&WNmTXPrpg{xhF83e>tO0DN`9y)0ndFZpNprz}+s1m-QdG4UjU4&|C?| z{?s*}%oL3^BX<)!A+@;eXMK@WZ2-@Xbx2cPG!YyXPb zq;OgORsg!K6&xQ<=l1V!;o~=mjQZhw4{-0-A+9rW{{fL(Z(VSjF>u)l5n^!N=6MZa#aY%x>?y55hXm%R=GMSn! z=jKwpC?p7DC7?<&V=Q8&(sBYvZ~#MCo*iB3Gsz!nAZB&bX%(x#j6^S)&sbuHK_0ZJV&&;_wTvpRaV@U2LwYFx`+IJE2{j zW0Wy+3|%Zj!eAm~m!w>`v6L;%X?*s)cWLNuo^LNyDye6ip?e(@(Y&Q}6o~yKj~Ht~1u%0Ep4a*3JT|v;7q5 zB>)~!a!H_&t9DG*c>8s3(!$;JnoG!xiy?|FFi1jC79CoKnrNf`W(t|%@`?voDK+SXa;o0{b8$Nu`eBnYA4D76Y&{@F>T!S5Xu^jI~#SkA&UD zK(5q}hLK>*rH}6Z=*wesq zvpae(X869r{@vws5n3%LPs}rdp4=K`ffDy%EN6}ZaUCq(J)GiGO2)Fw<}anRK-%Wu zp{JdPmGw*)`U150+?9izQB+wBGFqv=Qkp+gN;&=0OMcDfVBYnm5RNcOey&hy!964B zUhcFaqrVyTqvuCZIGx{@YJt~`_CLsL&SSU2vElTjK=)6*NDEZ-n6E%t6jh4j8jD1i z`RN`fq}z!+n;&3U3W6jrkssc>a0Y9eFZMi$m*i9FAAhH>0~}=Dz;^B2i$_@J@FtDL zFR0JAeXwQE;}}OB+!(1C;YO*YvegOlYUv}eRyNdZo^b*034Yrc)&occ#CH%Uu=aN! zhf5m|AZZt@<^Fsi@w+-klo8)TfVOOBUnt5&u2JEu4WXgEbd&Tb#|nV=;wh$Cer zM29`$a_cSo5AZFz_ZmjzV;X^?tT#h_zyL4baJAhfwOWTOoRv+cSqAg!bfVe8c1D$A z+C_%TZ4Er2=7VwGfi6P{N%$Upy~o>m;HW15wHeUQbaNt+;inxYn+`dMOjg$^?bu!- z-Z!H}DZ4;#{+ zrk^+NT8~AAd22sPwWAs&hVW^V$dNlnCW6t&xU=7D5-fyfS%DJ2~ zvEgz~%t9xQkuVTR-Pd1UFdi=K!ehK(p3i=f91=!0CZF@YJ zJMxt)3F)Qyn<6fc%gR2m9=&+B``AAE^}w&$5EygfrU&hIR88b41s;co(!=SyN{vV? zsT|7;o6ayGDCATZJ2ugn-FdoEW6H{d$85VchT9AcL|2aW&ae6=Hm> zj)5%HY+iCdJ;BO*{I`;OR-(yxhur3?T6>czNNhu1Y9U4c6c1xUqGEW}(nuUCbr>0Z2q)5ofa72Olr6~1?Uc{(wm4* zl$7oPiod62_>F6hLq&BV@lF=RKup)4n>!ACxrY0QeC{Y%`%f$YO$CXHvn6azAz9WW zG(NdQ@VNR)gB|kw28j|{mL&S-t7gRV(6gu7J2M1UT`Kn}2TI7~6j&ebq4co5as-Oj z57Gh$#DJh#a}$A)f!#ZWpDGAO2f$0m4q^u5SOoim|z1+UqFHeEeo%<`|)n8H`}-b>7J6eZ(a&ZlWy@(xWiqTXa9UoF_u+ zdq-z0GzaylVb3WV>AcAB`vpX`_=ByZIBcjoK#639)8)zIm@ND~taULH7D&JkSL_qx)sOqRH$0a_D$i`n#WIx$ZwYR*HC`{sOt_rlh6VG?db~Lg=G?telfUX&z-RSIJv z5ZOy47i(w6<+TZNzVo<7s6T!|l!*g4EjJ-5i(W!X!ZU9Rr7$S(_4KK4nMNHs*A25S zUIHI6xyLf~;_GJXs>tFUSR@d4B=KTIVgGsCZP;yi{4TqgOMXrFok>7;H%EVUj!68H zMQNtnD)5aP2tBtjOYMH-LO?i;-{Y{iR2v!Haq2PFv@uyDy6=xS1AasE-Y;d$LWXHG zATYd5lFlGIN{sgeL+L!&i*UFf4mXX4*K0BU8;zi6gEmsix_k61+JLw+=AGmF=P%})8VY5uy}l3xL0#|Xo3{El_u-PsGa2~A zq!g98ZflDBOZ2*PTb_@pKPMvHsC`ve4;tQ&j~e(lZqwf_-{y&{UpyA!>+QU@!Gj50 zL+82lNY0O{jGWt`-`@@lX{_QAi;W7*xq>a9)$n>*P@!UC4eA&hmnB#nI01_-h=M#n z-qxupwqBtDml@TJrW`qW8J9yvu*5d&Hxxf9A{qH}1X^phdmbRIL;UHG3%S1C|0u*FnpsH{D>YXQ_<$m7?fLpBnud=EUihF z9|+Qpk~8A?F(s7I=-Ml`RGO8xLQW}*mcWtW#CB`tvD13QC>rR+)P~#NhlI=y3{LdE zMqh3@x1f2O9xCH|f)-(mKpt|~c~%o`4{c=*Q{Q(nUb%+jrLNwQa|Tm~28wFWMJYNi z1mTu-1g04%SSzM1MvH%$!;&eu6mB(fQ`HJKvO?duWV&=!DSW9#Pa3DeS<^ly+ecxu z*kJdcKl<6?vD4@2aIpb&%%rj4pJ)=%OLmxJoqW}$rE~DT(q^Ag8Fv9yG7oBqDNeXZ zTz%uqNyz_FRiysww^`zq^_h0>y=r$oM%NI=%yQ{E-os9_AYlG_R zrm#p?#%eC;S4p42So*0&H5DXp7d~whzE2TB8`fS@sEX0BUp@|1=P}Jmf>}AjA518j zmz~Gh&^H~)(lE5AMpD=N9@LY!oj;l4NgH*^dmoiqy@nPZFkcQ2Z8H==c4_1&E}CBV(UA;%p(1f?11&n@)I2nYmjM zIZWJy`z?8aRP5aVb!H1qF9WGjk3;Yq8DH=UC;zHIA6d0FH!?bAG$i;4uzFN&Gu;}kQsL_D%AWC-&!1TpVM_F zy^LcMnWbVFDx%{oZ=Nkfn`7EGbg!Zzp&kw2DvkpsZuILdu7X{aNw$4{V9ww4ItNzB+D})2C{8LV5RMy($egN zgh&scz75H@(Et%?rR$UAcl>Y-&6IaiW;tYRXDz@`4Nb#a#H2}o;#gh}E*1Iss@dB#KIm7OsLooSgf?h{~;NPt4 z^evbBb>{_>r3(+$zbMKB?dikfe>9wR!wXRGggZ4v1j@v05wY%Rjq!_4xxzX-WYW|R z2cZCO)#qisGbe@=(v-=*Sh|I z$(~e71+6L3lsv@9Uj8zEr=#}e`#n5RqUJxv7lmj0_r zxq|Wh&09o%o>{jPoRb(d4$6;FB=NtFZGOm3fw4JR3p2vF63AcA%0&zPB6W%{U23ryO#*JKVR{_~Y`Y4^_qnf`erj>olo9062V8LK|xc z^*tQGaaJ960earea&_2(1e=k~rLZNpIWfMh?IfHyEOi)U`j)7sP4@bt$<%4j-Wf^p zDwagtY-pYuRe9If33%;l*Vz^+s9h19g0fGLtm1OP_Eg8LXw1lU0Y#sE;eN$1X{5$z zX-Ubce(`0$)Sp+AT+P5*cEO5Aek6%^_4;dfvB|L5A5-gb0{+q*)iG+f;NHj1@h47J z_TysnmFCwizli$W75Q3?(Na*_A`o@X%K*~qhT+sf?7eyjom2;@Dbp2K%bSr;mXP;F z9}o>?9N%cpcnh6FOscGXi=!Zi0+r~RSfgnEAeG1H=uN+@z(7$ahaK%c%=i$;v^jzw zKr;;v2BFBCwJg)rBjlT1z&vYNX~5IzIg92!o-Al=3MV~NAe9OkR8yeHV$XwgO10VE z=#Tdy#b$%Gdpt=zpG*(-jkhB6J1KO@W(X@)#5KMbGud{kv9F zUP*bZ&I&L?;xfxqx@7S4+N>N4+J?|K41%*<&s%!=078Ajw7#rSefu*DN^D-=GF4Q> zCd#8}o@`OSUl1NK^U#PiK!&y)PZZJb=%mbnadI*ujI`?F8V^5$iI5=?o@fe}^-)(| z3M5=lfvubwSC z4vW0EZ~1TM>|WX!+b*zsU`|VpQGJomcgF$k*WhII20KN;1Mz{(TVk)DTwDiI$2_ih z?+~6TIu7lT<;9%`DyNlH zjX#X+XR{I~?etkyGsV7YOoew3w{H~?L84pY>()(ZQ--C ze8eYXT^XgNSY+%8QFHo8C3(gl)AQ|?nYa-RWUx1~-;I%wW3$@oqd>rbrlun&Cp^tL z2(i%$LgW=)3idu9VDf29nf$HWj4VMbB#D6$0pNuy#DxaTgp!P~ovA2v=KFULPyJ|xya7uH(Kcc2lgCKXb2~JQIWOXNp@W8k z9d?Ax$gwyktd#7*e$2xb8Ywu5+7F3lt{f+-49D6pB?N`bL3h&ilqw<%oP-fdjBY_A z#&`SWAImwG(2EyQTulY4Az$(RCDk9K<8E%R7KLVh8eLZccdoc+qfQZoj#Bl#Puav@vs;iUMvrn`hK+zp|cF(L+| zu%o-kkcW}@`z*>2C#2t_tO3OXe`x(X#+_w zOL%=a&E)ldB8O)?&V44tjl>~g_y)#UpU^Oa4lc9P!h%ZkLUCJM)X@m>iqNM%H-UMN z0B%B`KTHc}RIMN(#rk!&k|S1tBp(}Vk%tDj@+ouu8{Fv`7QpKH<@Oxt&hI0M(ABa1 z1(m%sa3(W~l`x_xFrT63uFufvqS!LJp{dPABU3gLO#}lTX#%ONEPXoR3bTjPK3<@T zCYFUNH_E=z$i?Mo|COE;X{OewZLz0|Q*zBg?FH>!<1EU_+xrY_qhj(XpULVj_CG^c2QnYP zG%xw_XqMRt?T%sa)#KTMk0p3b{BfZLas9pDpxm#gxce>*OfB_DzLCJT_~PDMikCTd z@msN*LXT_dNX=V82?Tx#AS$EDDM7vb3D$2N&6rlLQCj<-IwEJM0;=-Da^&`BcZ-57 zAE%7wbQ+_#M`30=SmwldIxR>ZZ2`R&g(VHE_K~^|r29Xihq?IVGxb>V)Xxh!+MZXL zXLnDAMWby8nJ_%C4Q!U=y3Vdo>d`LeixlKpW55E|$@SCY)~vZl>u!s0(iC7UA&e10 z&XD&9TFdw3nl#P`8^H`6nR#;&cu9Mcv85a!|6{X#pEMwn{~oot5>BZeZ*Cn%S$b0f z;n5_1%`M(YqcG>8cK&(4e=Y3&&_|~+D^BY*?Whf7?pHU&x4pJ{m zlW&db!O5tHNn%9wb=$BAm-3})yn`6%5<@@NYjh{Je6$ zbsT(79#H()d0j-M9&8e1;cc~GVgPC=Ws@8G?(ug9O=5U3wB7Abx);%RY?}9Q%#K`Z zwx%pQ5k__q!s+o7W7S1tMHa_d9QT;R&metu3eir=8XIZ|a6vk|By=7e0I=W`D>E+xwxn!n&TTC1#9Fuf|FrtpTRKGU8eq6_O*-S0#i-}0e< zD85J#iGTHO^||Tf)JX>2HHt}4(FtQ@Pk|p;f?!x!k(j}u;O1Ojm%Ubl7@X05ktpgP z!#f_}*_3s;)SLxZK(x8yk}_FXDf}eEWR3E$frKwoGH|UiS1VfBZ!@hRCRQ(pY8KyQ z<12YZoLTcVQiDN?$KXiG?c+mkvz}uC+G~hY(iT(JfZ$Fo^Lffr<}b0siy;9yDZ7Ib zaeNR2O#2APbu=97A!#(a8^H=BWq-^q-;8hrQr!>WXj;{$8)7zY`+uL+T@Nv`G$Eax z5MrZ38|aAAKdd|UqJ6Oq6s9|_$=clzhEwrXKY^Yr~Nb8y0tcN-*O@5*FkeJ%2MKD4E3sjuOBT*u_HlvE282D zuO)orxsthLs0#4<{RNoFnEFVA{>J!SiiYQhQ*;M)4H%~5d?~#PF5uJ8o?8}8${jn5 z_K%xkkEc`2?*_FkTb%E7Y)ZjBZ+K63`H=bC zv2OPl_R}L^b_3gu|5-<=S}YR}9S3F$lkzp2l*Nb;0F{w;!QR>b_Wro*eo_s%<9{c* zl%3agSpX&9 z$Yv+B5;tF^%YS;DykA#?iQP9PT=2`(8*#az+=qsB5II8?*Xruw3QAoH=d|ZVFWe8# zF=}49?;oYxrtd!*sSsth3r#%;QekY6?mdnhAqFa(V>xik@HYsydyBT&nEdh`m(h0M!4NKkWf{cEE8QsvXRo4Cc zi-SO&Q7&uRSNJaS2fbevM$05ca%8MB&wkLKmB$Zdy^zNj<|j#U=NvlBS-qwt)KzRn z&@6U`HfQa8=(q0&_j5j7L}7UP3wZ3aR=1a1Ccxt_*PKR|0HlH zfKv&Fie^k?jtZO5Q_3fi`%F^#WN@`bqN}hAGCWoPOUl;#r{DPtUsq`NwH?p^J_}x< zh|%xi0)2ev4*g%n>f5n2ni2X~bx7VK2*7N2i_neNUA`bm!cM*`RJ3@lVr+hW{p!A> z4bG`t$^}uStq!V$wvb1{;(jO0ao;sEg^x8+vgi;$KC=gCXfLTRVof;hV8BAxlXK|% z^;C%!X@>8~xB`q{eXNsxw6H5I3fT!YOhY3DEr%rz;{#p9b^zELDH^&n10Pv7jMM(# z7JD}~Qrc{+>iDm=g)eI#vdVPjqt@}xZMwri z?{i=Vpivhw_OwU(NfOSgnkotmN1Q33@4e2Vt}P4=OK8srSRFj44!MW1ihbeP=vBsq z<`P%Cz@_>6c>Y5C$i!vD+2&!>Cr{>pf`{Fcm;|PLFNCYW&VM*uG@$eQ3LkU(4KdXI z$UjdQ&Za>6NTVMId9HQIkFlSesoHbfIN^dG%r1f^J z17qKJYLIrr{6%F>X7$7oUYvgsU#Rc6Fp%22N0B~S9KrINuM;CHB^Zq9Kh4bwQ}PAnR=3& zFR?rfn~6F1A1T@5>&?&FJPTFRT!Co}z*kqYG4$ca2IuXRe&#PH&nwj&A7X33)~vLg zEWe#}`uvXvazJX;2aDMpdUu||vVFg((Jn;@%Sk%}KAXbD38_tC+#+gga0OS6aj7jE zXs4Y;Hq{^66a77+uC^OtOeiJvw#{3Dh&N+r-5u3%#EU|0#IjF2Uj(OB`5rj>r-R%! z{QFj;^RpQ!2?pP_Lj1p0Geh6({xyF^tUttvk}A*Jn|#*YyCj0i;35U~ic*Zv!}oYa zee$9z9bW($-2@A!JxtRgB!a7PkuBjAwA4OxLk;!f<0nMracO&J*CnXi8M@yUAhhn* zB(4Xn3bBNflMgLK3BE8VD@f@HPh@NY+tIX!il94+k849jj~kQq75cv(X>@}tE4M!F z>f5jH>T5i=ThtVmFgTCEbMz5uSu?9BGT$%}nxGS->lNHUVaqjeXy97drI8BcoUZwI znbCJfR2e#y)R^O!gm0jlXq)o3wVXeGYzHYFL8U$4JciO}LkNuP8qKE)+fXE3*D$zX zj6V+{e(+z(k!QK=rAG_&hpu7ki3mjYv2=pXsqz03HrbXKZgg1I864E2B1?$2+2{W( zpg4m~1+A?wJK9QPXEWHe`;b?m^8R)?B{7pIT!wqsJs!~>l6y0p ztar%=ij&a09@CN3&UCpAxEvODC?R@3%i>f|Mb1iGF4A-NfS8np0xe0_Q`7(4VE9ww%v`@Ek|g?~hO?TG5JNFPFEfnGXQ3NdugO zzvDk%;Ys2^4wC*ofHV1v$Q=#}m_BB->Jv*Y)G)N!lQ0<--LQ87E10CTvIX;DF? zOCT{tyxHc@XR}kdC``PvKfPQ4`_tkcjo-PzUo-0u1=N@@>f*wMj-Rro;*|@xncBm? z(UdZ>L>o8gMn7-eb!|-yS7*ZhehJV!h4YT=Z}I3Hj%km+$oE#~jbM(}4HvKAd0)sW zo=^}xdE#TqVpzdH!}Lm<3nhn3pj}X^kJ5I5S9XkDAw87cJg4Ls)FyE_{%qaOpzcNN z&X-sl_B3d++~=4_|@ZmmkB-G-L4qsxW?gU&&8lX%^NA zox=1xwiWP3Bzf*EJ8&{iOug=>jdr-HN0nRBC%G_Bqc7TjUP=EBOBKV;#B|@w&OCm_ zc~{O^s1evo^*XL>`hc3={fbgaA4<{*%26VD*^T6IZ5|m4?Z-PEtr#(5o+I*&#sRba zN(L?sAK9!d(dO0WSyPL4^Hlile&13ij=p`jOlZ`mU^*|(AkN|kuqXqD|Am_7e$GwB zhZ0a;%s}mu`84l#=N{-K+YK}ZMJO?uF|#whS|}ttc$~YdNOQwO-1GIQc6El1i$R)d9JxxH*b=K3hdHLYEu?j#X z@bV8vO#?d6WyyTYk1NfJVkVNvb=LZX1rt?w;WE=Kw)(*9+>$5@Wh0!%7_bq(PCXgD+Sv@GrrdGIjvJ`Mm;8yf+F0Ggu`vO7 zC4s8XY-adV9Pakyxnd=; z_}g%i*g}5Yv|apaKvNZ=s7nC&R;XTP{=#f-&Q`9zAHtZBRXWm>N(h0so5_TGA8U0< zo>`+O4BpzJ@2P>#DtjJgzywN)Vm0yPWX*E7|56BiNv-#Vge5(=A~0xS_YatOx8x=S zds%ql&rP%H&~1%f@Z$%|#lhO%POKPNaO&R8T<=0z$oAK(Bv_!Od(tx@3uq#`34TCv zRq8t9y5dQc^Cc$5V8Ta%F)Lq*NuO5yYBkvOE)Lk;v}5zR=S1d4P)s8VmLnr7L?jS2 zTb9sW5e67ar`-lmjpQOh9&pV0CT&jpGeIVF)pH@RsWp;-wZdI~E$gYC} zWw(s`%2wJFBnF=sW7<*GZU^-K&z9Zv70=-Zj?o=nQ^f&FzC3o_Q(my}-s7=dhi!ER z=rLg(*R`SJcmL^^EoM2E7+)eVS=Db*a#B5LcnX}TN@inI?iMP=2AAB5>d>Jy`X zg{3drq90_zOTk`+Zs zXe74>!=5y8CI^_igOqQM;!hoTga%kfsW1JGn8#^yAnFP+5gTgvyw}<@tGmsMtMy!Oz|m z(eS9Qk23oBqco01F!U{$_Rmb1Kq(MYVp>$)mSBR7(b&C=GQdb#Fg4rDm)N2xX-%;m zS9AT2mFSeiIIzg}(~I0ZM?nSOI9Lvi|6)gvg90)P&;5d>bM{o1SG-awrTACJLIdqr zJx6&M@UtvY7@YIMCy!+%S9rjVJg;o|(x29Wk@2^!0#XvHP~;N78sqQ41C2Cyh4JoV zOW|MH1AB1})08(E8VWv;%8c6&PI@O_f#Ig#(SB`8X(m%R2hhyM{5;a9$PAK?a9F3- z{&c!X%=5U5$xr*l8Wuag^v1^T`x3=~48Q>thDZQQ+qS75(Qef}HLK%BH-|XhQDT+y%`hC=ud@{^;bvsl~O6a;`g(Y>Mr9yk7Pwo&^q*00K zYruDtBQPZsD&jCld!h?~Wyd9<3a@%-vndzl1UG;~-2?v&0hOtpNvf#!lW$&wTWOHR z=l*d_Xl}62hq8Hdn!-lvfCUn;`$2wOfbLPf$M%a+HRl6sJxS@A<)i>*y2Nn0gcSMY z+KE?GsTJ+K;Z+Y`-th9W^1y05p{4X%S-nI&6?#rQ+~n3b36V$euXe`zoOX#nvIjJ1 zrUF7o{JU+jHx8LP!0c0C-b`W($PdOy&Ef=zz^n$O6`fm_7x6eh z(cVHFeS)+i%h5BZB4Kij?OocI!lMM#GT2vE`u?VwIug8;Dc)9%XA!{@i_&E` zpRS%u;aDQ>yn;tCi29|5nlI$1DE05x)rO0#P>2Z#C1*ZpU-o8n(!6}&TvmSovK*(x z&5U%J2}enEs5bfl45~f*rl9^PjW;{h(nxu^HY~KWU;cD5-^`Q>YeK=#=q}HhspmHTaK7D~KuQmJF5}f<>Ts%xc3yuQ zH2qpHoA|A568-0)ccPV*x~37*;#Sk0An@aNr)ulw}JRVi#9{9a61 zooA2NAvvhAE^>+JFfQ0a{-zsQ6e4L$*R4l0GMvUiE(1CrsL%>i`fH5bKJOQY zBYT@K{T2a@Bp+TZ%}oisG+`;A*a~w7#=~KgB>^k|wN`sg^dpj;@pkjD4SVG>15!^# zk?t%E@yW+Cd<%WMf7iHK!qQxrD`j3w+@~FkX*lFq)>I5;>V`0s%N0v&beJ3ER(hsg zDx#w&k!eY$OMxEf5f=EHl3?U6_plEFd>_Rz@nHH^--a6{{7$vi+N8rXj_!+)SVb|9 z83{nW#D#stW?vblt%+3xVJ0(j8X5Cj{Hwp0@RzDr!CEF=ROU+>+_0?$J%d9uUDvRhjT}^!I5cbie)6Z>8jz)N+^Z}85GF^KPiiC4~6-0qo@k9kM<1MvRH(Jw^_T!LYt}1J^ryW7s`!aHPv;^bJ5A0X@DvZfvHObbGV{EKW1oK$7a7%f zeH$;g#E}x@K}nYxT=UYWH`if5y&E{M5AD&ca`Ii@h@%nnL9C<_L{+*Bk<(=OZ!EO{uLo>CHyp^1Mzii*o5O(d=|t3YN42ysg;v``C$l%{VFL`W6TuVT<1 zbCVFd!7jXQrm=xNf!<1nQvu3j9N1JQ;(Nc;_}`-D+$Y7~9L~+L2aG=}-pt|wEZ_EX zY-MZrc#%`zq%P|m%jq<}TQ1&+KU4X(op6r3wVDnf8*QA_A7RWebD9<+j6vp81Lhk_jOQ_?J%5LbU=+$Pz+tUlzWBT8*mL%R zh*TfBk1{;FX^V)DZG8C)fu zLn5ilNiW4sas6j~-S3Q0Ocvre2_#*F$41{wxK^w*Phyoog=vx6kzn}A{!_+qbxNPHvKV0CliuLcq5-Re``hUrc3zFAnKgR** zcgU}ykd|L4h_RFlBQt+nM${(P)-+73b3J{Nm=58Zj(K0b%DSAB*@gdh zH?9@ye6XE)li%;f00ow>kTmf1CVJ)i2OjzqQarEEt)o?c8B4z{pKxE3 zklEd|Q0T+`j7+=~X$w!u75s_AMbrm5j&C1h^$qFk{e)lHk{rr<7#+S5hx9ms;4)SO z=L|KK`43FF2)=M(jGjUvF&I#0>%9n2GNwz`WrCKd3-$=TrShZh3Edv4*%yTCNO?^_ z0?i{g&WF|6^nkD%MswSA$a^k@=^#vB&ov?H7UsvOTmOA;WHSjB!^v)ZnC@YOX5ye_bh11*=J<1}*)KUem3kJ*Mp0JwwbGh7hEC!wf_qEe9*^abOlfZ#o} zyu5s5N{9%l>+OL4b~^wO88%3*(HzZX-46Qs`Pt^EjN}^sU-I5S^z?d_kGXGrp4Ez- zRh%zbszx@R1AeKAON=K@oaDm!wzfEv#A$JJb=?wR@J?Ad%*k`&&68goSJD_~?}<}e zsSn_qHDN}!i!;I}8(V_&P`><>BcHjj_dV3;d*mwq`Wq5~r$1C0gQoPe^Tr?p?J3n#N#~K!5os2_ClB4@)E2tFkfY@vM=4Oyh7o?KwN`**oXx)iVs? zqQ~0QK=F`{7?e=y}Y7o_m_Eo&h#qXBwK`&j$d{*R`$Ul9CYatB!=F zu7^hY<*o`<^r&3wB5hmQbM7A_FmspqV7b?EI)8-srdlnn;%-&Rbap!xO9HGshB!KI zen_+We8SndX9%P1?hTc&Ym9SR(!~Kor~Ubae3hnfI>3VSee3y>eV*69>$EtB_looQ z_2I%`B%bsy5|t}d>>f8<99E1{7&$q`4Gao^9u|w0JD@QV=e(br=nQYDR)53(t}4;F ztwNLiE1lK?vECBi=aaAVWRhBYLsH`^r;o4&_Z}|C9xf30s@XTCrM2o4E>3HmYQGzqr4wuXg|?+x~-**Tj^e~&=% zH;_uacXxNOG9~ZTQ(l)2Q!nfUZ`;r-U0&SHo9<`zA5~{Os5-Ab9g_zv{~P^aUOF@fIG3?JFEq z>s~bX+Z7(Kdtw&1i#fDb7V`g&<&+2don&s3|BoNypR6m-kiVFQBthIq+l?!W3_B`b zrlfTz80YC}h+hW8Qqt1Wp1UYH+vChrcNJ~a_nxNETK{IL>|LFY106uie!OJ#>j$Vl zRe$^DJsrTh<5~pV4`Aaqra^%oq3I0D2L*Jf3PRO zE!m|t+9w?VZ{CkOL67hAksSXGv{t9mSS6)X+Z;mMzgtylms4FzWL-7{RQ(It#B%Ds zN*krM>5tZQ;)XJ+zZ)hhlz{z1u*6X=wUhqpKPZ}ws`Bc{mT?MjAO8((SsN1^L|>@^ zWM_1B(R|r-9?5_DIc3THXEY~F77|&h&eKVM55}oTcsG%Y@#4R;JXY!u$D#FEYXWIi z;orZJD4X*Y`A>s;CgS8AiAL40f;J^c^u zj%ln#GEy4lfB(G%r4#n_=l=rZi024;_+N@%m?B@Qq^&`7H39!W{{|Wh7h~3cz*CUO zf@1Oi50dnAiPi31*$NK6|Bz^e2_=Ge6tr~Pn8=0pPd_R0N1xq!zsyoP!8R2Azd^5P z`M*KeTXe&7l*UzY2>5UB_eR(^%2P{<<_P~oBwSyAsew{^_P-_~x%}^0{{IYA+D`Q} z@E@?K`&bxHTM*oNbtKCa^FTQKtC5lyRIczd1IM3*Hp+-|VZbQw(-5 z#l6J&f1%t3nxHb2*?&-P5X)2`FQ!%gfA$besdMkiTXYEcA1+`x)o77E%B|r1@!#11 z@fS)#wETs8SF%FMKVQEvo#B38GFqI+%@Y*=n-wXG=FJ3%|HGFrvqW|hS+W0v80J0g zda>{>sKq~YrWOC2&i|jeko-#ke*Dku(bX4&ZgR@S|68cK;P%u|JLz=Dm%eYc*by&j zI>2jbX<-KU#CYEo?0H|d(d9gkn;f5>5@AQ#kC3L+SS(dx+!>dJiWuPL7Ya!>OyjWlSu($u5jV6}S9HHJ-8P7+;)L zR3Cy~d^=N`O9x{*A51wf^Cc~pZD)X|L-uZQ4-f9G=SdgWt=CPL(e?`M)_<6`dc|n* z^!bw^Q`%nF=)sNn)r%hlG$ua&;V5-rZ3_K>FMdwuUwQOSw}hDzB4Z%Z9Y9S(}U--zT;D^P-c78`Dp*~ zeAKO5UGP6txU2lN5lkN<54ai!IP{K|c)J#;|7YhB)0lM?Ou1wj#-!Ijh&Jd|oYfl6q@(qW8dO7Nei~GCliW zHn|@#YA!kHoMy>^#38%7cMxb;=>QL~3TXn=R39-FQ{BWS!lH+&e*zqCJW5}7?Vtnb zp4P^|O0{ogb`jrkea|bZif}_A7<@)FDfybDIOqygysI z-A|CMv)pk}NFssVG%)YnvAUw{@e1?zuNa ze`sBySkvhP>HBc{t+w)wo54L$NRS;6a;WoJAeAXA4jB;e>5S_h?&mSPYP zgbvn)N3llruyV23i&7P5ho_yD6qNU>KRQh|F8#dT0frl>-vw8v!Us0!&nKx_hsHD5 zV+ueiUDnpdb_XJ!@2h<#UhdCUI^1qYR0TmdppQy~Dk}b0i<#UPvv-EIU$#X!O!20~ zc?$1YHZ$iY3XKq)GhQ*y!eVUuvlh;7UgnmBxub=WqBOma>?z5|a74^t0%7cJ8 z%OQ3GK(H!A9a6TZ8jw`k2{eCYADF6tK1AdWww;w!%%wOjb zE}~g33K?6Rq#xfVjAMi}T>NJ;!9;uKeE&xjwccu;3Y%GfvUyqmCFk9obI9+J+Mv=W z+GnKsVjk1OZEgN@-5)mrZ-!7Yv>S;6H*dB9zb#3n{SOa={_6#xA<3m%wj*hgo68{Y zt^`Lk}5>=#!J8E~y1W@8dum zddkP23i(0??nU%I8h7cz5Nvf~1e&@>>HvGmKjQn{G^9(%vWQACQ>IhT+JybS4FSN&1&BRBa7yVApfT%h4w;L4DLz+Fh;&rEVC znjr1jkBixrOaMEp!mu5H#B?-J_F#J5DdxJf8HWDLMG8a@Wz?H5^VJAokPp0;$j(-@ zX|=j^3qglwC3_`B6lheKE~Z^W+hVtqam|gzYPvSK)6Ex!MYVUaOqA_jxS-qWv@0&N0uGe zDWpY(D0Yl20~Zs1V>+6B10a2z^g{i8ovC#!6IYH&e|2M9O%xkS@AAS>d{;*BBh-4J z0$hV>a?b&Pb}0<3hsOfWOqpO9o+w|uvDAPhg7-aQz~vw+(e9kzy5f^(*PI#W$J~bp z%NFEsxr&H8)+lRc*Ly=083d;u53H0cF917c1VmjmNd$r&;FJ&FT&uOH5w5Fgzs+pc zS_ZA%(+iTCc2?Cxl$o;DQD(;Vg}DY zw5Xinfn;94wk!VWsSUW_{w9PvDHeb~w_@Q>C33lCnsX&D*vx)gBd2Kv+D-UMl z0&yVW8j4`(4pvb#QR2zylGz27y;SI{RC9I~J!_=<9zIL=Eo88M(`E%W?N8FAv&X&f z*sW5X>rSc->=9q8u>cHtNk^>f1GUCh znl)O5okYV|B|5k@qA%l(26ZNds@?51F;2np=YxaLSDvqXobFl7p9o1-{D1h(!gbSa z8Nv`3_CM<}zH-HWopZg_;o$XVMyTAbBRoiFq|E()=yM@v|Id~lpe`E^r;SG^W`K+*P&JY&ceHQeJg8Y0S)3p3&fX##2? zu`}=%J=5bSUF@G!Atd3cO7R~ER9a_JR0GfVWF|>40O&4o-I`>}uC{Xw;+{pu<1frS z8_nj>s0p(kr^bgmP7M1S#QwB>#+wg;N&*L}A8DL!b$`ahBnp1XexrmGQjvAyCP6JR z!7$=%`fNpYw&B-LjC7bv8jX8;=W2XA0Uo@IO#tXvI|nmuaB*#FAxI8W%QMgb=XUKs zErqAuJXC>{OGw*&nw<;9ht;RX4DDY7X*EDvHdBO#6r`(Y^Fb8!(WnzKc(5_2)PO^) z1cpR4<#oRk3%zd2Ftt4beaQjTdLfm9Wxxy;K^ z&f3r<$N(yF%Mn~oNZ~eq{oschNWIRyH%UpT`0|uMoW$vF@5}eHK?%@p18VgW^2Zg; zI}5q%rJDk!*}bdUbZ9XDb=^$wc3=2ijM=Gv;`jdx+L@!teOh)ilF78$M7g&HPEWH2 zyT`sHgPoqd3NpdV6CsT%jbBoW{&6OkPk#<_I)-&?cyq7UGJd3)USWjj%+@!=7#|JD zAIQVfv9i3@ZWAG@C6sP%Q##;-gkp^s!aA6p5Oz6KK%%VM(~Ewb_t21WTqwr1_I^I* zFGPTOVO8@fHgMs7RC`6Jb5DiA%Y_&)@qVK*bCB3=J0%D`LMAYpB;|>Z7$e^WB7O{T;g`+6NB zTZ;w~1iE6p%GUvhLMNNo+Gzu(B0!qdgjOSOC^(b`=Heg8ff_kX|CTIe#%D$*Mqm@8 z)!K8zLr_R15yHYMdG<%l0#LC`St`KKt%1wmKeP-p-RA-Z4w;VF4@7|Ae7@EZVoN+E zW)lkfys3OEHoat*h8~jKlel^=7FLRpmwppsi(xw8AC*{fE2kp1ZNpflyORD%_X>z{ zh@<=jilrwN+kW>TPvJF#RnS@bCQC#Hs<5PI2HqaWWFq@o0pYy{nkDBjyqcMzb%hZ` z&9XG^HuG}1cnr2+o@nvU(x@{aA^3+W9%7e`pN5rC=9Dr!3-={A+;TTeU`bidvZGgc zm=cdc=K}|;R?lU&my1XrWEB@%Y4{y{hF3Fb*CB5rkhZ-MPucVKGYhHHXqm-n{*n8wZ%rP+w)tM3boAe_rXQ@l`V(Kb?0 z3bmfnp@|l(wvZpRSVrJAQjBLdlDkTPHz?>-_>YR2xx8d67YR}t(iMm+<>zgr>U%Yn z-iLE&fg4O#7i#_7ErWdMFjkH3W$9OYkRRQYbk`nz+DY9I?Nn-nUI|y!Er05b2W|xI zk2CGI$RF}4!>Th{iYn8SfkWj3M7NE2a-G2#mp=vYbzaMX$fQS(3S!TWSG*of+*|h+ zrMjWCjdry;yRa_NQflutCPU9S7gOD0C`A0DY8rY&pEn-ZIg`GoE!Y$|hST#|16Pc0 z@OG?`_cAP}(sTTIU==UWesV9~V{d2G&g8yl-tAz*+;|ptstgL*bD}1qu8;ABFPC-Bvru z{GBzS^tZ-_uc>exjp}_U(h>Dd+H`^mgV=MKDe)ff?-47nLlHl(G`r?hGF&3!Armio zXNom3@I;kG2U6d>HcgP{c<@I(k`bioE@yRe?hX9!0k3$aBrV{`OUJ^oZYzh^4v;v_|d(6PWw}p;ZcrkJ2B)soJ z*(P~?POyHY5#wOtU%?BLT+`u~zJMSxZeZqr;cZsiNkGDMhR;b z6O@aiBY(!tS*YyD7HDQ!=#A&G)8R{^L|5t0*>xP5?1}CQ&(O$axykLU_JjhY<`HOL zclGJg@+*@tj{?O6LoBMyjZbC(ntUX777Z4JqJB7lM2~-B@==FW-5d#oNEP45kRI)3 zT>@)jblNP!G~ReDua3`j^1w7bzIzuhM93QY5P@gaq=G(Me^;)crCDL6ptDDpDP*u3 z2y8V3PX?ljDF~l(>&OoZO^3?WD0xARChsi``b)!*E7;}da#fIJ@6L+9sT=3qPrpYr?cHlG#oMm<5dEM= zK@{{2W*b+BkEH;CGhD{Du5?XtvZ1GD^dJw;x4=i3<=o4R9s=;k+dQ|$Pedu!vDMUF zOEtln#UJqNF}_&}Qy+W-ZjN0*-o|-&c=1smwDUxz`^S_2|&OOn;&xRDhH&3n zQ3T-H>&TZ-pk^`lp@pXa4P5U@tvYZE=aXGdw7&<~Yc~IYxOkaI_G_pXA-7XHQuT~A)zS=`XA6S|j)RWEZe&rE`afm)Zc9o_ zM%hJ^+Jf%i^IWNltvzSi2PGiOPd

UJJI0?#U!~LaR?RW1%JvAXnwZ2mph) z_X)WseA@o$&G^PJgXnidt8_A%oq@n6E@wkL&IJ?e-U)XCCuZB-4dF98ZeY84i z7iRO!uIq~TDKViP%6I*WUMwxLm7kB129eTN$l3UYFd)T(camb4hVA4e20E>T-CIkp zm2iRr3NM(3N#pF@HmIwf4k*!Ww5Fa!Q;!3)B8{|orcAtOS;%! zuhXBF1Ku=*m&9kl&c4s{dHZg)KAX~Z6C82@EJZ}ePueoM2>&C?e=f#xZH*SE>yMA8 z(bJ~M{D*fg?Cs41fw1kn@0L>5HM{96PY7H&BtJL7;-*UBQos{VcKe9{&|=I!rOZmv zHnlb2FBxFJbx|{S<+BYlw#uY?L>pPE;&S*#@YLaCE{56Sg7}pUke>G;52!f1Y4^(x z)ndwe3L^F*v`k4Iclo%6BzoqP4l#HLYL+8T9rbBYA^Y|e@WFm1^n8kVzhz+G^N=4} zh|MM6&?QyfkQ(Noo^1QX=7)g$==CEE|28{3k{18r_JFTIVzE_iQx+t~EBF z0t4ha(3@?eOr`PAzqdN8{9&H0@Oh7@;_5kvA}`vaQfip==n2zHiqxLZjIp{|Qmpm6 z5Hfu!hdxhB7Rf;kTfLmMfxvwYYYGvSw>ctQM-uM%6~U@f5uwq2I6A9My$cgH`LpvZ zo8WTIE%d z$2#7#m)?#^=I2pXQ?dF3jk?yHV!Hhc=v1`_vDSZSS4bn(|6VNz z&kE5zL_^BKI@M7wz8VAJ1?$%0pELjG;g>-4Z&{GnY%y{NNMog-cdcT@cX4E!ULkGbOv>phuvYJR+z+;Cs>y_QY zL>h49A*a#$7H;!Gue{I&?^^&Ia{Y17p(6k1^fPQFHlML&;}&O^vh1uUu}*12ZJGWB z3*6!Pv5QVC7yyM$AzL@mbS?8#rf~OI~K|rS<@2V z&u{H$f<6QKT7bcuLNVjHczTJ%y7b}{*Ah?H+S8eiV#ZR>)Z@a+${4%#7N>Q))_SuE zY=V(bwcq~lnL_~IY*|fL;R53K{}EpY6!>x1=N`S;9=$J{rA>tCyrpf0wCC3LpI1Xg z_Adc+ylf9GzTA^%z~dF4NNhNzwl_Po(g|B(XS-{Ctm=A3k+~^_k6MD5l&pK;g|GDf z$)@KJxowYV!BO7J$Id~X-`Bv&f<_3>e!Zb5O4@1DRK(P8l>J(66l+QR7rOg;R1^6~ zwi_dO%M;f+i#cMu?f97)kB<#(nS!6QqzOfaFJ|il z`Ptx3@Tpac;%Ju6U|q5(Zk^ED^cmrQUWQzBkW@w=*c%mJK_H`e6 zAcOL0a><*ru#fJ*iU{-!CDAO>PNH=7gBK+Zz5F;A>(;heC z^Z*TnqxOM0_en7}I6kmTTFVH}DHce(z3rqmC#?O~+MIko$-%;y_su{85#~kD=;}ij@YBw-IBa6#J*>Sn4ULUIf2r6^(0emhQ;b{0h&}SVwp|Ynl@Hhl7|i1z#SHo~p|; z5~dxBa>1J^*c2z6Ahtu@BHLnkbBw5Xl+nFHMMd=rUPK|}9bE2xcZ(h(`;RP-qvtw1 zW+(TlN%NAPu{VgJv`hLL13 z4WftJ1&a7B&v}>l?ZLr$+u&XMUC`_*8{y-ME4KI81L9Dx;olQcG>@I{0o2~^wJ?V3 zconS!#NWi`SXNOYeK{3gv#Du#r`ozT%Vl1Ii=9q-=G=5=?lI4Vq5+}%wO(+4Zzp=7 ze7TJlZaQ4C=ah~`hcEmC92b=1!S;J=uTc8OVIiO`h$L61*!iQmX5g~+9P01r4lU^Q zy%?Z6TolrDq}UUKmEza__gp-cJXt^cTQc0KqYh$qd{v51T}zG%P6a_(@Q*;+r0nslj0H6UJNWr{;i;$WgF%~8GvV#p9-op1VVw=?5B9qu30 z#~p=5v!~S~t5uA9`DBWfw74GoJIU^r;mm2E%)li^ksaOwEr(l@9SB8rKoIXMQq%qA z?)W!==Hl${hRCMvxkvVJjY~)4nLqRKdMB$^DDS0Rd8)Op$|>El(mcwVbjoANbVT?5 zKIiU#WQ87q0Q(DsXjwDwK3g>ILUqy)MB3X-&GsDaPkwknt$kW^ht6z*{{F!HsLAXP z1%_R5z|SiBZup}W?r`y$kZp*3t0_u;_0$tT3%MF;Js*E*Z;3TkgA20L4A%n4m)2c( zSqq-e-R(YKK5H~4{I_XQ%tA|lnPJ>enByy{8t7zD>aT4whtpA-$XhPfh@dyzp)wRzKX}cSPm%T>pppq(L)tIY0{JKd7ETI z$kmehwy{f0(Zh1{)hS0)e_1qT$>-sg;AdWU?k-2<(-gH4JJ*o*2yby}H`tp)$K?L1 zDFxa7o~Ps+_$RfAkZ)FOVC%&!0DDyU;QdXp!E&}=h1Z=qoRH7maf)Nv@zWv#V$kZh zYuz0FB;mvb^G4X^|6_^kdFZ~l8s_S`YIj&*Io2K0<2(G^qq?a7&tAdyyhklGmTB>G ztovbWf-+sV|J&9jto}pCGAkR~z`_FNh0pfOm@;!> z?fbY+R)rE7PFhxw+4w_^v%k!hyH@lBi#(C9j2Ncj?0F|1v#e?(2fw(D5(29@H6`Tz z{9m0&0}7@183D>*{{cznf6s-^E@ceq@S!%^{Me}?DuhW+EhrO~_r+7nITlna{XMZ_ z{xi?#$cj44-UE`Hb>I)%tB;R{b&9*EiD}8lm{xv)@posALoBnHbSl~~ip@D^>(H*- z-s)i<*FlP~u31pOLH)nbULvm&H`by2DvV85nxlh|?%I;#zq#w>1ExB~ksAW@-!$i` zXa~=Dq8t@o-*8s_P6Pu2Ko{+LEgWQ4Hwr9rmU1m>Rwn~j1^9i&ux#W>D1{WWG5^jt zZJ#SUe_nNKv!;aU6hG>&BF_hkvDxTTP@WV$w&qEn+gfPEdeo#zNe`^(Q?1P;KG;Z^ zGO0-aAp-5rX7HU#CR@yRb;6yKZ!^g<;nj%VWa9Ae`sdoa-^#kO4mI`4X}9GRAB#`f zsIMfL#&uld(XV|shLDD`t1Gc2zE_?sEz13zRbWmnNGpc!jQuLp4l(oihE5gbJ`W`6 zTc3e0Bjxj^UZHB#H$Y&L59R#+D0zgXHqAV(w?P1edAeK@YYx8X1O}zOe5qJMMDDPpA;ni*cN*R|p+v2j^Rn|b`99{=(j?%zvd;O+gjk|yt}&z|REHw~7z`^06G zX|6-|9Fe@Th9WcFg!sPTY*7p&g|?kDZ6iYnrqFQWj!7l1j)4XbEiR(mke74n{{i*&W93355tfHF&@#c=$BhH@$%f()Yw(d-7vnS?V#~QYQsYj_+%`_2$Pv0UVuEM+Y((}l8jER-!4&eGIst&B#Rj8U z$?JE+l8j!kaz{#Lz@rZ!yoIRb!S{%T|Gt?J@E>{eXvTNi=YWZnd8lEpxE}{f+P_}s zor)lM0^7U1wnlz6`_>xo`UkGFOpyz4#ZWC;&fAX4X0%1SLh`NIgOT9VN6vRbB-EuN zsBx3)_ioW@9af$>m-L0#tfA!d^)9+=ycyO0J(=rHM0|@f?&P1=J}#om3fo~j)mFI< zr<8(>c_X?es4rUn8z)@hz@`Jr<{qK0tTa4n4CLF1eEFR*h<_HIDoVkmIjOFv7HjD@ zDc>`1p0dP&fW$I|`4#4XUW=!TxxH~wpV?&g(oXsyKfU?nD_QcAbwNiWpX>Tc7NEmySVE0sPwda03U zWJMvg()J@}U-%nkt#41l1F+brvIuQ&kpvfi`or3cj^sWl?(72`Ykc}E_Z_q`yWHkt z`ck)dvRriz8OORwo0MREiF*zkbJEjLTx;qhg1Jz+m6E@ADAP#qwz(GQ(*LdPeHV5T zh)VQ$bL@&<>l=YrGp%tJT#{iWc?fk?s*!IN4m}Fgz0sD5z>OL0F8;U3rNw^tH9Q@N z{6l8k200w$Y&c%o{x$J4JbBA9Md`KOCljwL!fP9qgA^P_o$wcB?CtJc==pwvchk@I zAmqKCVGS+dE_^kO1U5w0s%5WZo4-EYSyxaf&2X~!9#{VWn?yJ5#DksdxHS8sVzjwP zfLDGa_4~f2S-7oK3&+JQ@gtOZyLtPPjzU_6hU@?bgUFV91R1byLm%%J&Iup3g{9$f z5ddxHKnKUPTavRJXoSJOr$zZ!{msXsl+x+~x%ZLFeUofC5k$$z&<;+Y*_Gs>8b_&nu6`!5WPX!ND7Fqvd}L zd_8yLs+&l=Gsqr5uZG9xpsNuhC6o9vpE!G2M~-$IJNvtRPSZ3^+jC1yLp)dBal?CLJ!D(?}&wf)izs<_yI#>%heWfbByK*}gG2DyY3 zk!jJUvIC+R(j6_-tp&cM>%UEtQ5eP}kd%U{$kc406Du=0y$K%O4#ktC&fqS`CObv3rR`!q7%@e;An&>&P_jBe%9iIZq` z2c#9552>0L0XT|`EJ>l5?)l;^ z0x@Dt@#oN5BZ|eX40c$@>}gsUuN&cIW+jFP&|wJaIldywWFJ<_i1FZ9m6$1$?Wr4O z<#^;+6rS(&V+K`;&EK5Gyfs&dx+h6#HQ<|!fIDM*4Rp~QDkS~qg7 zPv>plAJD@x0VBic+*OKk6R8f)Vh_YwM2SbgL%7BYp>3$~t&xancL5--YQHYv zcz3_4SC97|5=d8+?wdU-2_vX4J{y9hT(eHzWYZC=F>*ysD{3n3d&Kj{R;XfFZo9HX zg%I76?E;=@cqM3*yxCZ}Dz|9KH~)wl?U@!^SIiD}DzS3DThzcnk;UFr40u-2zsXwu znlQo9smtW@a@Lxs3jOwXIPWv{B=}Ka!x3Dg;Di6)86Z&jAD{Hd+Xvs)Reb5&H1Ycm z@sf>4s<+l>28Ndsm463I-I@HfLR!^Y&9GDmoiGQ);~FOa!1`JyR!8+rJ$9Njdp$Aj zgVl{_w!m{SN@E=gDXmd}tW}t_Q}Eg)KsFnl%6B%Sldv?*Y7O+bEP#QE1%W**(ns*P z)*~~owM*>g@sgCzynKp;ld?07taCA+d77@>R_JSz{BTof6n-Z{b-LAM~ zsDDrAo%Fu&ax?S>!(rU&Y2uU8RE2j8tv9E97-JE)crX%Rb8Sta*(DiO(>#B!I50f#gEQgI1E!bRU9sFb28 z->jKUO+OT+T2h!!gIA-#40>uvXs5j9dTH2fL$AwsSe{ZHp-67M4{4B7cYD%$C-~EV zMJ`CLMbbFYh*?b%Cp~tYkv?r4C-cHvSf2O0%$I1g;ZxuA%4)ztn;u$w4VH|<%GAiL z>z{-+>y2%bo#nwc;@1Or$wh>yMJYJ2aG}wTwI@)jyrV0#T`5q-B(t(4C3ziO{RpL; zg#ZjoJt~cv>I>GUj6GrM@xbae`-|wSvf<0HTFa&i=7H?o!|u^4rCwx+x4xI?tm#c= zKXg*NV|R0SRom7jN%k*8URI2n^HRG*I0i^X4-rPSytpJ_C`4^ZL|Kjij}X)lcmb8A9vSN<3tu z-D@0CQ{-j$=4_KKccqN$4Gaq0%!zNJlNW!;CkR-xdi&ay)J287pMX8(#$dCS6cCJy6Bu>7aJb6f|d=OcwW8tZeRB=YRd@5KAE`Y zvZ+U2pqh9(he~DHtD}u;lOf#qIW!RJ^Cilf@d6Dn(G1HLB=QZc87B>#eF@{eJ3sT5`j2t==DF!w^Fx&j8~KE; zZZhV?);^*Utif|v2$&Q8yf-NZPpANt*HaeR0LAF)rfOT#RZ7%Cdm54T&<$UzZ{S~p zoRHAA?Ma`qA^3c3jF!c{sSQ6gwJYTS062nbaAyF3euBLMl)#(1v(}KJnyNH7KzauI!q~fC2e~tJ+LX5whPMEE1lN226 zdysO#v&ckp)`o}}C8x3y|epOuVqOVCT78J=9xa@5E4UHMuP2Lz) zd|vkHVJ-v%{N>+PJu;Y@ws_BTVe)I-R@NbeMvKF$nRT3Vm)Bmem-A28*kt+SaNgdI zyig5OrbLE%Cd%6Em6r^I3`We9`xJQ4Va?bt1_G3*5WDK>)mQKbyE zOAD@A5&Mv*IIMyCaLg&gr!?QWQ+u@fEU*gV%C_b1$)LJ`@P&9wOr5?rRay%em1`_= z9~IJXtkg)I%iS|kNV$QnqoXq3EXO!ZeiVT;xhd=@w5O8g$6X6aOS2P? zZjTRm*oHEV|slNtj|7_VHUWO zlZIn=EXPG(^*)}X4~i_xm6xHieaZ>-Bln@p%iV zed?ElIJ5)NToWchXO54o+ZwB`V4e{z8wO1*Mb~9xaW+ zQ8>4wOW#yx8KHaexHs23K|=6w+TBn(|7h5MvD#%^g`m?{7vr4kHVVoETD=-dO@v1`c^lWsbPQ}047unl%_h;n##(S^)7 zyrh&ZsIh;_-l%KQx3f0o$s`mJPS;r2O~nS0$JGzu_TMuVLRBAp6}z`__w$%9M<4Z? zc-4Y%M!xQGF2SUgX(LbV4wfPjKLZ4tKZPFb6{}N;$f{0@7AY2dUq=zM(q&58H}?oF zPvjE#{bkm0+$UiK>>xqUh@_P)jnR6YniKia2~eV!^`4}^<`7UAl{L$SXDD6G7MbOw z5dY8}7{pH*^}Fh?d~?Zir{E*&2D`iG-3YFNj2c~AF(F)`zF%+MnH7^JwOBP04#YT0 z(&Nb}@hGMkMFqQM_`sve_6;VQyjaccM~cnRA*#Exz00POeq-SeGp$MX+)MtXnrf>_di3%5it54`dn_J9i2aB?6dH%@? z81sk}9Bt^4=vN?m*{1!n&^?zP7Mh2zT(-)M-H_QOM;3FKU6kh{sa6Ow_hNO*WZNWY z^M`XRvQW+f3N@)T4N;;#-)p274HtU%(>o|-cg7yIv%3H3$yP~+pDqHbzP(2o46^&Q z7JVz74!{B{j2+9EOK9S!LdHkvEJ6L{#+GM;0*L+dg0+3xJa5`?Aj;LB98&UPY*g;M zEiq|}!UUVQt7qwl3jD}0XWuu=z(V<&nQX%5xYY@eTHpPYN6oJMg$5Wn1(96%gSWC% z%WYOGxUgt8B13%rsVd@9?b;on2b``aov>nN(r98Su6P?y+O1?rw;*3SAbFDvB6l7SA zRyLVqwuJjpHfF((pL~!WO_F+b=jImj>ri{(mH7t{Wd6MJS z-=B$pH=5R+yE=u__{<4f!RZMw!`(Q$97f5)*)C*#dO9rdv)-a7>Sts**3{%bLOwAJ z#P8w@h9|2L6=X!qlVm%&O-fXWs~XONk|K(I*!ZvVG95Z?O1!}P;$k`nKh(<8ta9em!Fa??!FEDwB#HAco>E;AVV9PZrr!piQ2p&?sc!UOrg zXhv-BNlk#=ziVwbnsN31bbye1G{N`Y}C>WVnU>SeC|c2wZ;w->+?t#!F%fJ&4Wz5Na3?l^b^Me^xo z4cN4!X0jtQ;Y`w`axotmP)wGWjxgi|*Dax6E??*;`FvJNzx9Q^9|OAAi?cc#4PjC? zEg*k1lkM3axr)hqSt6!7Lx;@upoW1Sv8H#IuF|>{ao*T+t85c*FI0u&zu!c&NPFyC z^`00%hL|*pm`?>bkhV^m%ELbLLIEusoo?koEz$?Yl}~@`+s}fM4G4*9RZP~ffD@)f zHvuR)Q{O;i00T$Px90BkfNERDvB!oOKnBYi?({_a*4IRBj6yJ#{U%-R6<03T(41d` zvuKMNXWON61ILkR4MDrs*2IF+TqEJFF`vz@b9D@;q_5Lgj%qIpv;Kx1 zdE&P)&*HuZnN5qvnUJR8M{3b{*3>sCPH77P-3biliK|i1n_r3=5fA4SIH?fTncB$+ z*IRK*Snn11CFB>Kj4Z>RF>+tZ-lwfgDxGs9HLtZ~cwvI|BiMPIs@{io;$5UPiZPmP z2eSukU|8wry!ck`wBz@?)Bp{0?vP&THpox5Sx`Qjb-xrj??(ZPU+`9PzKaQer>ibg>&zdDRuijKUt7aI`E0NK zrL1v`K&B&tE&`wEw{7qI@OJtFWa}0B`S3G?N~%o6m~ZA_fI8h}da~>0eEY$xXS)`1 zodq?fNf;Nz-do$Kv`=u=LQ1}2?prLqpvCinjEPTg))XUkTeoTiFADr-Ka!XW2RjcJ z=N{1FEHCW_2}DiICDRNy#jQKvrt<$LT&`dW{exk}JF>UEXd*<2-But~q>F`<5gU%<3i5++e7VoeD8R8CFK`oSNd!TQ8hOPk%D1nM{0H_b-v%kgsp}#g zJQqwJf#{RgK5nhd2eccPqdakK7L=A48LDY}&p|bjnD(Lf*HfP_Ogn-pWZz4? zQ*w9On0!*;O3_LSYbWYC@BriEFOgInKLNhSOdu5s#WBZyYk4rLoi*{c4nhHq3sG)7 zx}w(G2Rf8qG9BEV!^(|Z#v@c<`5lWjXR)a zcQ#U|fWmjSkipDH(V(&XY|p6`cbYI>YQ-}@n4b#i3@F@UJ%>f)x=Do>vWaiyPn8ir znonc^zZ-3Yf+o0p!-X!P)@XqSM`%9<;g+g{&~~?@7=32j;u|>ZI0~!toTnu(Fcqr_ z(|_XWnps3odT(>%MW(6Dn3#Tp;tflm9Nr;T-siu7LQ>`IID}o8((kh&`bZh~JB>?q zBEDi2w}UftDrIqfe$n%pJ)}6nVNSu*+QKgP?R~3@#&S`RP5=116Nzfl04jaW8Z7VE zi_9-$sY`_k7A@kd{rj_47^h6$NsTVm?EEl=n$idxNG2X{CDoI3!(AfJmX=ez;! zr(oJ;Ye64viM##<@CQ{X89}^H*1u(Q>a6px7pR7bPs5J@z|yEBGS6ymBNZ+64)~Mg z331M%hCBq!Y~d+>t7D{$IRVWlItPP=UV#ANiGyE^Bsu|fZdvVgO)*!$ckR;zNQWrUAAFDyGw-S*zfJg)|ygnVWw+@#9}K)hle!%JC}HQ)aYNTbXw25uJaWK0-<-2RS9~MW`IWj zJc6wLGXl7=oObQR?TriKVn?%+p)Rp$j+|v>%t*gOH{b4`ksW zveBZ!8wZv8hXBB^@NsjkcAsQspUUUm=Rl;TZX;@F`C9Nu;E?Y#6Le+36n=*C+!W7k zLW5UPhRU>-`->YT_L?v&_(`L7G={(|qV?ZNUW(R3cSalujWiNg_#ZM;f5}Sb0jb#R z$YWl6ifp!szmeCUMh<@4gvROgwIeRx$~r_p1$-H^p=d9d@gc7DE$9OgqJ4%srE8o? z;z8lN&jHsH#mnIE%U~zS$^L7<8^ogoO4PwHfb`q+)3?hFTvS7X{HyXbNpBzb1ug|2?%PHKPLo zm{vx|K!{7x9FI1Vb=4p#bnDa4al_V5#ni%mV|Pjc|g_iG`d?RqvUP7 zKEeQ5d=Ac_m;UJguNOcqpVfX8AwK%0dB}_AM}rUj@D=|qJS=k00P7ztGL@D-edG0! z8}}7)gN8AG0(97gTcf$tNd>XjTa9>w8>a<)0`h@nw(9wvLanL*%_1!XuK&Z;JGMsx zZd^_ubd|RzINXsX52E=NP%I83zd$ zuAG6as975ehbu!CDL|g8+4b{YRrK07^s~#+I$CYp>5M#NgzNTlX6=6YtO_~(by3n` zy;6v^;1bzczv<>vk-#^;W2WWo~iIj>;;Pn%VZ{W6N6fz-^3)l zsrL&f%ji3Ys4;|s!@|qSQK!O9$rl(AiRe_TJlNVJY+V+QuIMfEY_OUrN}lTLsZNe7 z+%OsT8xz>Jr6d_az(In#Bg14a5}Q^Ov`ei82laFv1+obI<-l$adr6+wyOI!vterds z=24HnydoMaJ32@jD1{|-q%@a`0>kGc-;XPM?YB*}irXz3_yK=s#4>j>)PRWt?h%Zh z16|WNPBe;Xm<0ij|2<65?AqAv1tgM5w0`pk1`S!Nx8~^~K5vf(i{(yzng9V;+TXp} zkoyw8M`x|O)b%ZRgIDZ6$CT<{;04Zam!AAdphdw(s>}?DL?6&0>~S&#{}>TRI&d*3s6yg+572DajqeqBTJ|rUPRn~luo3JGtZ59XRPhjvqb7gFhAet&P~OU` z0RU_h7&VBo`x6sp#Aa#m_Hp01hD=2LB*58HbunXhmZ{dSIaAV#I*J?cUE9Z+6RMFo z;kEzEbXJfFD(%4vaH=Xs*TbD!I~HsdO0O1^mJ<`Buk2 z-d&e;-txMrL|0O)mYM6H>Q(W^cQryl&_$@X)1t`%OAY__g$$ONVwN@fP=9le3~cfw zQyNI2A^@3pESaJQ5M$!$!~*{;iaZF#Cf7R)D=zkq>!-}% z!c2>Opuy|5-Pl3~YBfJu@}yGWZ5~VI*(H3`3yPmFQu_MKb3ol6Pr6)(Z|ii|+gsHE zVrWRTvBsF|6D1k6+g=XYxCG7@L ztoi6|<7SkG^Ye;4<<9w3qBRbziuM&d3Oi%hnAf8(wEB#L@s_Cph8CyptL#3fzO0p!d2(naO@Ktq0UDM2#I(Io1}}&%X~!21^}y-PZ;%iPu@Hg ziR*Zq4tJWd+&)U~k9pkkxWp3m!-V_#!zNFG8Y{Fnu~X3Z+~Izx!fx6S3zLn-&bz`-tu*#8+w{?`t( zi*fTEa{~g<)Y5X8;eF~f<$7z=7pQLa?m}@V%`xd8yaN4xrW`i0Q$5Q0Nt+SokQXMT zOQ74m4M2pMm;(YeS-!Wlyi?S)!Qxv%bN(-f1Kkj4l3jfMfI+P*P(Z7qF{4r0=g8aa!RDm-p+ly|AF z9eQ=|SS<68KSU$%zoan6)GMiZbYA$3Zt`%Ak*#uG+^7ueWNA$iJ*Q4fMWmas$!VeI z^!_SPytV3OKvnen&KAP!3s6cO)*$9n$olPB6u-%v6R`Ff!;fsJUyzfY{T)>oXSA=+ zwrJ#zkW=|5myQo1@|r#Jz|pXth-%x!l)G{sLLuUG{{ip*a^-pQb5zNg(i9gW^ZvR! z!${em6-T16W3}ciRJXF0S7T9Y%!Ll-um}GeFDSIa$(BSdMxx zzJ%22q6r>Gz_MTJK>=F5H}QsIJDJlXjI;9}J)cKL`E)dkzgiCONeIcD$j?kBa}2NZ z57Qd{n8N$#-S{9KZ~Tc$hjC|92N zyva3QGIv9qqu@K99^D2KkWZ4bpHTq%eeLM^i}-H=<_xM5=YC3?iK2Cn44+c;ioHeMP{yR5x) z?2Umi=P2^xJTFz3N7y-Cuhs}wnIKCR2=0gSH{rDn7|+_!s2Wvf__ht{BgD+SXdm~VJlnMO|9ThiY z#d=3%&foh91)24}ZiMHrNkT*58pd;S!%CsK%I|$*AW+HD$N4dCg|-%7Wy%{n-G&-q z>{n#1_s;zFc@r&d_PC!JyEi|Q)~sZ!2LL{EGgKUOy}vaJo$Rmp{ag#A5yR1^b@PWM zeY;(36$#RUe#5Qn$T>ICnT^heW))9c{LMDTIwX5iI}g(T)C2>&wpB({##YQOYY4YFD@Pf zL?W^J-#B3*O9L7g)Yn9BpRC{s=d8AsSb zYvT{w>JdFYT$>TYz0Npf=ST`nD|rrl(*G)G0)CKZfT%oIJZY}Xto_5-uTthiN5HU6 z+as;&h<9~BJdUcrDnkPs<*2hOd*m?`oF>kOe-d}4Q}VET7}V82X*yE6=;2uR`}*i< z@xn>?-g%5?w?@s<7;idyS!ZQ3ImqIB*fBE|U{=@(WSVr-1Y`&}cF=;U)kOfwC+kZV zc7Vj#%kuRJ)WiI=D%*kFNrZ*-i!CTX<>$F4kKY#LyW5IYtCj9&omFnLL&N)Iv>x{! z$AYNSSv0F{RB?>t;J%oXnjqGR=}gptBz6SECTlDtI^~33b_4jC->BQgTi@RC$B_QP zQ!pz>x=DBjXlPO(F?@~5CD>^BLdG$_G#D>7KTK>Eo`}_p^K7<6e1m#OjQnp$g#u+! zZy1DazCatJrzYiU1%-b3i1~dZVe641f}ga1j1m87=b|_ zE9g+}e_2G0h}7oFf8X*MttTDu8i)k%YcY-gA$|z|mk|gTeFD9V_Ck#g)UPULEoxG* zlQK#CwfiR^|9d%~Rc`!eF}Y9Yy=6WK*^>3Jg1Vu@G zf4&xTD2=uSdEiF4DDFlOi15kR<^a1%DFXPdOO&n2&%c1@?SubX|j`NBUL`WG|TLT}-@Rnf`^BJzl? z3AA;wE%-P*CwKw=l(8+uJvn!OwGI*V)B5Z0SKH$jR+cp2bf_>tPB4;%yTnBWrT3+; zprWs+c>}p;pRMdQ<7jhC>7#4BQ~bPNP~M5R|Ay~TMLHCi16yA`W+~a6Y?G>R+XFM@ zZrceWVKc#4qxY`D{srps%{XlQTMtiru%1Z{^#yH;b~?D>j>$>8MQ$E)*Jmm5twrtY z(7%qeAI{4$D2xnot#sf^2NolFvBSI}ojA^aOm~0)G+Lk#10i1p^6C;IH&FK4cX3uC zyVLB-lf0H-P@x#yx4;0L7PMupQbo6ztZ%DOmProM0cTm5`(7HLbn+tlt@Vagm4SPN z)kqdo2(iIX8z)6Ac{d)_YSoK&UJsDZy!zhW_)qIjNbJ@t{^8*;*dY$XPc`Hb9p8fL zG{XOH9je%!{&h9j+Y7ktxZ?Y}xR}L~|Mt=!wQJiy*k*uxOfikO5YPZG5u$W-Vxvt$ zlTOt(TO0>sqlD_uDUg*k%FcQyoBLPfuwXBO-gs?Po}gt)th_hzCOj+2h46FJq4n2` z#>hby71>Xt%C4Ygai`Snvd^6MA?wB$!gD+mLIO zx@+qbOD;g9@W(7ApD5@MusN^`X-Z4-)K>!5e*>w;U6TlmS*(Vih>7Rtq@k=bluT;C z8)@)ht0ff=Gf%X~kF5Zj;7S*jS+S=m-LWHTp-fm4wdGk6VF}fsyKO!fYI`gG;xwuw zPm1@b^Qw>lNee<&^fA;}O|5v>`ltm#)CC-x5E7Ey_$`(g%Qahj2G4{;tUA!UR1o+K-4{SF7MM|jr~oy*~lY(K=)Ey4{~v4-t`E!;%! z3yqSke$rqnV)ne&b<|y=<`sH;>C}E9yiFeY8f^EnKMr+V9-_K0f3RB<9{IEsWA@n? zy?t>@w1l+KzCt{{!bA2T2MjRoYWxUo+DG_Gi2FLQjhU08s}7Wg47(0LJK6MYKIT?S52BcM^v>F8dl+s-qbLhB}mJ+s&=xRdvuX;AEE z6sHBLopx5+ju{wJ3KIvg^U9im(1oqllsYcrDM8HF za5;fbO3prO>_FA-u^hn}z=n0ya%mMNp)1nUV(rJYa7UQeIIvjZAcJ)IuqZj!h zHq&r#xTMuTO6mwJ#)E@8$A|n4X+9ZCxclimva&kz0+HGkt)hhbho_8rx zQk$H<%nF@F01r`+0>e1*g|r z51yeWGT<^N{zpDz8^wl5DU%b$Xu}kaxf-?;8i0+0`sC0CqMH`)fhRShKY9)aRVTnR z7ORl8EJY5cOT(cPQAqsf6b!IZ(%Ob&*M_+!chkbbI<$@2X0m)A9yX);tJt*O7q4Ed zZl}Dbs&i)i?O2%4<4p`?mV*t&^v$v!;^Sxcnjy_w{P#^|;hMR>%s!aj z3vmLA9~vOfH|d&E(+Pq?oH{)*E!n*ryPhO)O#NAsMON~h zQhV+K8POsE7o5MEF)WzeQcW-dppUMU)mxp8O&Y_5vtBo4>>IChFJqI%KmeqA?+mm( zNqbB^=aws!!3KI;kkA^f#8ID#!_u^XiEZvSxSKYf+%(q$Y7>)pW280PgLC}X&)+tD z?QEdSgt#x5@qu0%d(el=PB!LayijeiGcrrepk9)9xpjdbszf{xZP`}oMWNN0!{Gz! z{32k!7tv_qL`H3>3^KWW16w>wa(bIYZhk1s%d_Uv==i1e3+gQ==Ucie!4%TUW!gdX zw?1Z-AVH)&E23g=Tx*Ahf`?p$`X)jIwdVK(KiT}nS&$m?Aqc(ijoC?0_V5c16HAdC zX+3l@o4DGU#QWMx+1yLbd3*mrS-#=p!`}$h zNSukOPPV~awW6dkpMAcPffXPuX$O#Au(rSLf@o)bF#!B|hPr#&KEO&FBEv392!)$d zKJp6dt5`FByN6$`SY3z;wsNgVlDpI0i*dkLcaeI6ox2iJs5?1G=g6A6Ok)tUfwqi( zZu8dR4Lgelt@d>EdGncDT5?M*eewr?+q#SnwtsjR|Bn;={h=lTipU%JY1510_4SqB zS>f9+)`LqF|#7MC+<3I2({j2(l=Y z1#HGDY>J*t-If_+;S7vU_H5H^d${unsbE*@6ssz7+PE*nr;lpl8MQlf*WbOIm-c5_;U%M6?*<42 z=)P)JUgdBO%NRL`|K+={Tur($!}O`Wgy(?VSg(eY^)X=fL%* zxd-)$ee&aN-ZHTA#a;@E=fm2`>jS^lI407b=~9i2I|EgVxnQ1>t6SQ zNW1z8kwQGm<+H4gcDP(S1F7SIfA2uM6drcp7WA7S(7NFC5E!QM{ItnLZI>?r^FU1h z+bJ;6KJbIH!jnk>J-}3D+Ch*lq;UL5_B$9B$LC$wl)uH&16_G(XSDKR6!+ch(yrob zi}X8iN!7SP!`a!n_rzI9Ws#*jR&=JzjvH%|>XJe_6R$YH_W#l-LE&mc-;w{%ULC0? zf&XVqf}^ZZ>qp9t_$O(h4&l|ARhMP2aRw*^m2+dsqo*RdNZ=6tJ|W_T0*FvuJ9 zkE`972x6M83F=krQ%r<`c4^jA#+g_0OJv~M#tW*4+5IAHX{(5SIQ4_R{5WK5zC5e) z5*!$_O%ZYyqWKJl_4^{#gBI#4&PinT?qD!Prr_9QR8@K_tUfb@qlS03%+0B^RQ)8I zOxYA(KBHVjS>!uMKb!Q=RO{7N$qhJx4O-7itjb&tk_TOxDX5kmqqaExYp1uTUCBrP zZehsQ->ZHR1$YI`_>Y=cQ^6*|P$N2u#qK_9rHQr6kV+knN)!A2M*Hr;K^#f00{H7r z4jX6s3{kAVb9mYgPf|>CEe^pC>rv30;F#b&gMN!gR}RhABlD)+d(P>7e_9}d&9JTV z4@0ctx=(}w{(?V)cCgplr)IcJLfpWkZS(Ns?~jO-A(k;xg8R_t;eJ@@&U5Q%O|D zQgeao>`T~vtbLb^WzLhYKTu4g`F0UO1mDfX?E|X^-(D;6uL9<=&)KJM3PkZv8%T7+ zCqIkITv@aJfdjCuwIXZqf583Qv>d6DYDKiU#5#9%LYX3k7f;2`7Rb-B(H&PHSXknQ zBju|vl&|u?4vclKI`A5K-MKJ@k2z4Q9xoBga91ZL$KG*NwIT~1zJhfpAXHwxB&p0*jIaBT>B);sAbwB!@?NSB@Xbe!Co*@ zK{l0zMqwN`Ht$m~=-_MBF#KnQ9fT^0#%l}=gd(eQ55vSh7^m8mR}PiRkZ=FP0%ScL zrBE^@Q2x@{yY4TJ0MP@oE&cf$7B>pi`#c%IZVwFDffOUC)w@*#_)~;`H0EUn%NXKC z4O%Hs)e&jpiAbu-^he=7c8Nh@DJKz5oW248)%u;gUJNBt;;pCDE=qPg>nsG$^9r(k z*=Rq>c&Qyp=(5Tqu_@cA3~e7%-B$8N`U7^@hYPh(=FpV!LzP-TeSW>1eU2Z>P8Cm|b@ltK&8-bX4~|bt zU7vFv#4elS+`MrFMuYU$_n68q=6yZ+;D4Z)xTo6bf1dxYfoui`lN3rUeT(6z;VO<~Bdo|W>e>MuhV)i2VxrHh3AIR{v>dBVV>gns<)j9Xgt#%K*Q+aP#94^C zN%X&{A9$DD%5Pf?X1D*Su>la?FZ9`?;9xowMQ8ABt<6@w=JZVc_?@F{_MBGhSY<8l z7HwR$SBD*mq~31&eVYr`re-kzmc%W)*O)zZ)NamoUzX8FA0{$=oY%c;92ZY=#i`Ss45R`h34SecHT-KGy^9pS^e3 zb1#);m2gvh)A7Xiw%2m^s-P4UpjEZ%D>bxV{gdbeXfTcIlT4})*JgFEI?hw>_vVz2 z9=3yOlbA-za)8!rNKc)(&`dnnx|+2M)NzyMf%+jPcl4OMF+*gOc%;wPX^)N#CTOpi zy;Tlxz`V8SlyBuEz(;L`T~HGG3E(CJL|i|OH4x3bn~xJ|f!sPqi3%I&NQNs^E4caQEs5`80@Dp?;F*m-bv;%`s1d4enyr5uV_# zQ?Kp({Z<75M?I;OKvrKrn)aiH8oVMNZ=CUhj=yAzByfY`0U?Inl_X^F%^^YzWE^J; zqjfn+CN!N~4%a4kq^!NtusTXJBy4t7=E0WQf008U+sfJZm2opY2EuC@H7BUwf@$~y z8ppxro!3livGIwfNsy|>BQQ)l7}c9lhs)amfIu|D$+AQ2U)+6QD=25we^*zYB<+pL zL!o-=#aRkY$umb=KmjQ_PQ14y`seTMFy8wMJnwJMBko_8VyK~e_*Q64Fl_y7avYo^ zE|8?y5)JF&NdfgMV5<`+k{DDb4z164J2~hDQNN+lx$)5goOw~-3CACd$n{KgptZQ{ zl9i#}ad01iB?xu-PZ$*+4?=c!41}J?#P^SnyHa|usQo*P+3veAtZZy~9UX6-S4Pao z|Cw116%zi3pZ(AJq>GWkVK@BUaC5yI$*^0(|M7F4gnppg=gt1><4JFO{@YOM0iy`C z-R+dGi0aEaJaMl17lTQuF|fmfGuaD;W~AFI|6u#-82YqX44qs}^N81{(BtPBN~rGL`hMKZY`Et+W1H!nsvKV{Yl$;qPRP%kD?74pPNmw3MLViVLNVSf1{ z;H-{p=#ypp`;W}oq=oe8dsiMOpRA(1+bXY<vu&B7dsRk*h zI8FEZ0jIjL+=8YEw?#~`vI6Ob4k1sMu(XbGAR!>5ta!RYi^YEQ@IIlD?M#0!T|+HkuM@w#y1U*UM#%$+rjoS!Mz&vk0;0#?G4y z=W=D9hGrL78q3CsK=?;n{O=Zgg`LR@;K3yKH|o4!>nL7>A+p!;^7%*62mta_)xbRA zKzBABC>#I_W5E=tefc>tlXrGzJWe*yyZ$7vQgAeOd4SN>pYocFt;mg2!OZE_v=Ta7 zq2R+ZQwMkVWS>3eS|!v^;)o6B5=%@I7pWZ22@7-nlO7CEX}kX{jyOW?QnOMyJA_>h zcM9FEk&TN7h9nwo$-286uqf$zdJzdp{lQVPDsN*?Sk{1!a(#Oz5D-N5>egZ>QjF=bi(GLOz9yS1dLS4=ybuSaqXyqZ-pv}^$x!M`V`T3qtUq6*KASO{3G zPrzdbiuXn{7ov}dA09h!{%iM@iqz%_V|92R4}la5zeB^$4lGBcy8+*Thm zr++qyfdcNCaV-Y&abTd;i-iJ5Kk&S9@Y4+We(t^I5vA(ViPAV(6OPPh!Emio$ikl67V zy@&*v$A6KfZVj6J&D=h)Ch-wdCPps=-%vsH15>g~pBaCmhupt%6k0_W=DRBnk?3VqY#T+IAMj1$BL1i8PIsXTzOxVY>5G`*rK!dT;p;i} zD{O8~!P(7iuMdi7@H^x7)r&q02Cd}3ei9rLDfHsll!2Th%U|B4#wFt*29H)u(KNgq z+%4qaBqUaS!$9km5Djz*Kg zrK?24l`Z#RGRF~^F^e-su(Iq62l$cLVvv#?ic9VQ?J$2VQZRa6JO7GGYv@G7I}X*=ISZPAZeZlV_>|98k_pYpHi>Z zFl79Rjqno|@Was?d}?{Vm+_w&DTgR&SpjP3V0g7@HE&uzL^L9<+Nk&ny+dHyCJ>0vJuwiq`YZoK-Gy zEia2pcf@+9sKM5BFPvTcLv=Z@6}FD$QpvxIM9FpHr#f484Lw_UWdjBvclG7N`^`Z5 z7@tOC6(&b!KbfJHHiT?|1X18kiCA2B8p~#caKJ`J`;Oi8Pjqi_67sl{Z*!89xECkA z+yUp;+JHr6nNeFJIprx!=9?qmw2z=vA<05clZOBC-*y+S`B&qb5YT#I8V-{4r zu3o+)LBx3=FtXvhBK!H;uIynM>h0-j}SB)kEg#RXDEo>sXAxf5UAn zy2j_iO1;aIt@|e0Zu_5A%}}0j=kDIlM9S>L^l*x2(XP`JW4QYc8t`LwY^?oo3F!xe<2*N;*dOygAko<18G+SFviP~F$+NbM&DB&wv%I&@@Y zRC-q#2(rSzrfPD4|1GIrZ^+x|dbuvdBCoN+fDTWeo%b>q^&`n3>sb{hi+^0U3={{A zFtD%RHSQKC%2mEAZi#n=L%P{affviRN!#Bk(>jf%nE-9WIy8USqGXf#cVVAzt@e^+1lY@RWJ~IMdQy(*r&>JLoFmuFjUQ2WESLV<0}W7p++L-BD-@? zrm=-EN%Uo*{tU>r6ZtM1)%<@S80q5>O+y9k_Gam(kQ_X@a^selmY zSo?$*gEjh-b}58#h`xZ7D!7et&N<1WPU~hsXvpEMk2KxlCV}nsVD7oTLE(I1%NRgI;ywW)FT#YG*TBk@c;i1>@F@7$cAk1w5$%$Exe4nWjzS!pS|RNs`H*vsZb{_o?7%9 z1=waJk$hNr;uERD{DWiS6HChuz08t-c#CmCdFh;^1rnS&)Tg?vZ8Cvj!EU)n7?qPx zzN(TTY|@_fq7eA&HR|+h1ZK+rZXJAIeTx)CpFc-yxODDY9eiOnx@MWW{_%sP!K(@t zac~6-OBKUmwKo<3`1N_J2LKFj`2kplj}1}Ex)CoBnX?_ToE!pYVnBBC_f!)8G@a?a zd~A}Iwg*|lzF}hs5!q}+E735307m}^6omTZGsu$1sxZwSVD%xefqn99wbV$zJXDKA z2NrzW<%=cM0k__1OruJfq)m|3Y0Zw9cD5#Q?c3Y7x!=NoU|zO@GWxqRVbMktRk*)p zLSEiK?kV-xY1==M&_jorBb z`Z7>!B=Xq;Ig$^E%DtrP-x+-fi&vH-nS*f2ZW+45rjawEfg7{Is8e)B+tW81ICcb; zhFMOCPBp}DR`TdJ@R=!3a#DR&2eh}UF$H<)vb3CP!96jp7tL$e|LKN}<++6>llWbI z=KkGq`yViPJNEN9c5{2av-`V0eC4~9_VPOtm4&b8w7jDBJGdN9nHud2OaB|o`R`%m z|NE4=t9XCj<&0#xZH9-0Kw^gkd?&7bpERu5b|B=u?^Eh6bkQdb@}@~=-?UAc2HJ4% zjoay4TEeCm=M@(pM$K4RS~9Y;KfYr89sKeT4>7>5`D8)+TD}P;vU1k$7U~I(X;CEjk{&0`Qj`Y8Iw=g7)Ql|(+jFoDD6*+{Rjt`JGk+Zm@uQfFyjRO zHWh3NjMUeuL-GP|_{-7P+(X`oGV+<}`$C}iMTuT%3~}-G;KHdn+S$GC!~xKEIA31z zCdc|*y*eJ;;s5#x*v{B8%z2&m3axcHfdT=*@iP*s?mQ82acdhK6(iQlWHq^pJk{qk zYAc2EC-V*5cE(!zxA5N~{s&-CtIT=ecPH}nvIPSaO43UkKUZpe&PCK5Hxf1NUBk@| ziV9@&5}E9X@qhT#mpApx66M?*`Gj?cSy%zs5~F+=v&?)t<)c+}>^g~FouC#3n}vCvpgX8~ID7DQ^9=)&zciHJOxS zK?+CSTvJeERO{)8bo4Rpjf$e&#Rt=kdHc%jGm4gDd(P?Mhr0cNH-0ZG(co)AD_i4- z1^l5>D_GUnyOGWA?M>~006=fdutoqE!+Rx)&n25_gWMRB8Rvj@yKLda_i9WjeJN;7 z?pknbV;rNt3FexBEylI8pI;Zr_%~TQte(TzjPjCUy|y~3DvlnZ#WDJfB3t*VkYmHk zkdpGje&th&qIr{T>?-mGYGXpKZR$DSV_)2YvJGdo4+A|q;o4X?vh)1Na!K(Hdnsl( zu{zB7k$BXuxH%o*$B$h(_4|c7>P+EK`O>1lUb)WZ%z$$S7b-2c$o0{ z9t=hy_-S6hYSiklF+{kTD~N{V-f;i|32i@XK37KU*JT$)3s?ai@{Q^_Ul{psW$G|h z+dLRLFYNc28Yx3%CB#^x*S1K^Dr(F%hO+)=+D>1l*qA95E!kHb2{5^1Q|vWz1j9k8 zdj_;bztzaW)-w;(Ym@G3jaOslpOGJ@ypRCBMmtxK3xa<+xnj{>;L4Rhn@vykfxvx@ zn-nLuDPZV+3?+@=++Xkd`~+M#1qm~;=KOB)UqZ?2TfpFDbbT?|qpiApxI2WHp`T)C z94EXL0WkI{|iVt(mSU$A>z zOMSC*5uS8&-PmYC;jFw*?D_x+6nKZnD7aM9x|SBK4!5h2>a*jM6G1bxBM-d{X^Ne@ zms+oxY!=X|uFdZ#*kg^>>&ls{o-g13bfxf}-NnbFu(Go1uQl7Kx7|83cF*{I-nl>T zggWex#xFOtQhXwPL+jt;7N2kAZ=w zN>@olWm>>YuO$w?=YzPl+Lm#SH8pkJtH+Zs$ zq)5nUvT|C(JA<7k)dK(0X&Kjly1^8IqPoPriO0HTNcnmO;16x_UqX%HeeSLsU*~p7 z#~trx3rBO_&ubWva{#dh2fW1%1=l%x+HGuFHa)C4;C{F5)a&ebdSXM zQT1DV73;y=S*SxW{DF!R6X^!at#vv5Cuq+af$&s^zuuLkb;rRhT`Z+(fbgqj+sQtitb)Slk$L;TU z&NE^3vM=ezp8P-n+cYwLSw|ErhIEGD-j^)uK`KbIRLvi!ThB2YaJ60GqPiI_(9_Te z!{x-|({L&e=2^LLqGIJ(FQ6l%hm0Sp^wICAUbyD1RTI_%_1P|slx%P&%g(k&wxuo- z0S)3{XX4wag^rmOu>DrYV^u)!Yt3#qmtAn?{uOL_EtWB%Jj z5&N5=U}w))3k->Kty?E#3teJ;QyClq^AFIbO9wrF;>YiXQ44?y+uyTwtY- zh1cA1amdP0!4rv;E^t1xjhVCZqL1kfr~xn29;}T$>sd?wO|qmX6C~n@VTiF@YOE!5 zfIO7CuWM9q3o;M+gr##UxKfam%OUrecfOB{jNB*VbjgSw57SS8C(s^Jjfe((gzA#) z6A9>hF_x$S*RgIw_(6K33kApXCqr)?Q7bCSqTGd8nRu*a|CyGGx)^tL`0`wY-0j8r z(^I7^l)5fjTa@sV3JJbK(&KMr;F<-DS6ww&1Sj(CLpQuy*f-zK|JDqo=_k&adhDM2 z-th#)#73^1kp|+ZT^>aBUo`>)1Ft>hj$-+-ybu9-^3W0anL{aZ($bkjLV*<46Df)VdS0+z>|b89VUbdyN?0{zT8JXHLaEiyICc3$@YkYi(xVfR0PxArRSC_|2A~5ig67-)V$PcY-5LqlYV$ zOMXYP*6vR&GgN9rlqK<~JWyH==J&S(b(Y+ixqXz3Ee2&yrC! zdPf4`Ew`Ty7v9^NQP`C=K6^sd=Tk;0LNM!-Hzj#QBu*)W#1$l4o>;Dk2~!p@9>|cZ zB(VuWI{UDXm}4m+5g!2A5_Ipbx+l&Fb*m^L`uGFf`srTvbnBVMeb=FSz&fHYg+y=R zD4zGpI#2p-QmGwH{blnx)$XfQTbdTSA8fsTP9e|8al3|?J*Tj0-6qC>1H&TR22@X^ z(Uu|aj5`z6&JV0sL>M*o$!mUj?D_Jt?6YyaEv zrJcK3X$-Hw45rz_r2*>kVbbh;?ExL2|Md1%$J|`u#l7<nzesf&iPRDc z6j)Cep9JxZVZiD9K4>~7Z#9C~RfU}#PT|EzveOW466{9qP2rnPmepeE$9$A(X#%LU zVhrjSD^)!LZejhjHXCqM;1~w*qK^=Z4dS_S5GmDDYAIuhqd(dur+Z6k^{y8vYP2b4w zFK@cTHqPZ$*3XRgebG$NWDtILRQCmw^X0F{uhot_#hNt==@6VNUv{QF+u(WZy#QT)_)EUiuZq?T+t1Xl8 zBJEL+gObYZC&rVMz13N%P~Ja|$Z9YaU-`VafMp~Wmcv?$ml~#$D2I?nGbU-T+ToM{eZoanPMtE>><}y|y&VtyQj}84@v8H_AlF z*x~I;0k<%<$&*KKE!f6~>ni3ss$v&_pW1a}$t|Rqr}ziW1pKxe-yrd6>rozINViQN zV>o?bYR@|l@!z^4?_smVQU_&8#EyjC8xMJq&TYp5B3Jd}K`bgG%d-~P5p&%I4&e8Y zqo2}@YbKaumlJ}k;aQwyl(8H~AD5#n=6Oo7Q6L7|^~3nl;^;Mp+?uxG01BcM1*I2}-aAN_4naU8Ep#L_>Ae?4 zL8XTfdXpx-_YMk#&;;on0!S|bLg&rC_r3S?zR&mP`*Ho?AX!=0S~KUYHFM5P((VoV zMzL*DGd7=rZYcA(4(j_t+Cya`-EH0V}g%+8(k<)P(!7~?w_*H;T zdhVB)Exm23AYL5?YA#)%#@1r5g1E7xS6$#bjYmL?+HX#y>0==qG^EgW|rZ zzVHPw*sZ!nPB)>=wF(O92&ga@mAm(#>f-xZtcTyi;Tb<^vm6&?KY{N&aboOFJngT% zb*fEa%^#_%qt6oWcE7dASM2xWgpn@!^vAc!^F`J#ebz7^Un^z#6GwJ5L$aB*_*#_t zx`Wx~d%RQPomOSnMnPA(6K>-tM>4k!?yjVLntqGFHA2kjYfLjP8LfZNlHv%Fo>!c= z$5o~@{t^>oVaI)y{6sxw(VjDM&tW=xq^*Tt>3>d?z2k=Yap2dp>O%)bICFB&&dxp)I)yT z@&0s-C%Kr0<8)~?F3*qhbyIR3g-slRJ zJEq8^0n{R>8pwWJNakit_BcV=D-Z9NIQ9y$#i*|CaXZ}hpyPYlek_`)Q9bZD>RsEP z1lOHz^n|`BUtTX!v_{)4ahkluO=_t+8w7c%k@V*7Zi)vpA-Yq+=y~E-%G{S3kI3$6 z23^Uyp7fn?AI}sw3Rf`6Rbc+noc8nKAZ9+ayPlnHlD zMgu&@$zBp+Rt_%B6~NAZj1-bAeFM=Rf=jX6@w}{)EiZ-{KqM0FJ8_|@3|7EWM@pw^ zaaG;2v~2Z=^mIFRDNX;|5lXG#@_gEuxwC@Q*NoS`*h+w>_o^RpIZa!N-?0yKTYi#m`6bo8 zHrQvy>0-rA%U6;9w+Sn_iq)1Y?-gmY@ zXq660R(!!_LO7ucc@E4rku~Bb^B*JC+|4#!X@<19B5TlpIAgPw+hSWL3-*Jbbf;bC zHM%(YHBu;+4Obfm#WR>5s%(xEk@QcxcNQ2Nba8h znq-5`FH)*y`1Tj!%@c$Tsy{^;_|Of1dF#f7-PT9yx!IlVGD+1`?AKcy*;PDPIK-{ z9XLHPjKkH#vKqR&Axp3lI-Y*KLY5NCXAfdu#Zfqea`RZ zF@Onu?J^%qdsbE0xe!vRFf4mFgnM`x+ofs1F39B3UV}8@UWG>3ZzuKK)XD@0|71;l zwfst}kMUdntazJ$U;~OB`Y-3$z}cq3Pkh(Yz7NqMx}LZ2NiGT?=Z9xI(F81(N4@kU zPNq)_JibV%SC?18KAO4R-<|e^c_QiRrP-$sQk0b6Z zZ+9z;vJ94JX2kFN4S6GmC!Xt6KjbMl z^bnT~62>s6I)e%B`69<(4}b9>o=-E&OQIoa{SnQm)?;kRgNhO;6Dz#1`Y;uZZ!_)Z zYyV=XJWcx=H{=(b*I_rlBzMft0!_sk5%qJ8=9PiSR}nczy<0wfWLF@j#0Jji~+8C$?QTzm{%+m5_H6QGy>8>w1<%H)mF_VDo`(oQ3O4` zbW0UYNX&4`kMDe(8@n8~0CSV&XZKA&@a>nxujAOqA1{A|>o=QGybu@rJhw`kzFgCEppn`@~{O zKlMeFS6eE`q1@xmNG7$GE?q z;afd$U?oe+`yek+P=ott7;B>#;7c2&{)=k2JYvt4q^-1qVbD}p%qzJtY8Hc>N0EAs zuWP0p48D;;rdQoU9bM_Jg~jRT9-c=hk=Aw{XSvOGRS+GSTtQQ?Z9qf4ud?k)iLE_2*s; zq{#}{WU*eOM}&pup7|dstuW^)2^q6=zJRxXoT&fc62RkDQ`5O0p5SFdXf_wUL@RyI(wKF|KNToye%qJK0`OrP)mFo#r6H{*SKm&XJpm) z>p&nO<(mI((&VFU33u>v+)}OU2;v(q;kUH)S6>QKgZf7$H*bPYx~P=(d@CMT_xVmp zp|r{|Q^|~PTh32n_5ew5Z_I%g-fiYLnB_ctJv7tW6390MMTA-^iVv^G%Zso0!D1li z50i-exz0ovhf%ICheGwOnp%YlBHASM@%D*ysnR1~xknhQDrjHP8ne$f$Z>3ZVHOCB z+d#bHRh@O}fg#;y(`xSwE;CIplMF#bMTJ;aqI~#r6i4f=mP*beOJ&a9E1D38&^fCx zrv0MJSpDW$O&2PAMAd$3vze*Nj) zy`E*nyk>y@cmXa8|Hw4?Bl8EoGtz*Al-x_#wC`gR6fO~IHDs@&{By_kgY^DlhY@N?z)|RGk>iY?sl^cz9P%XPWC%HIhym2{Jyc&WLHGz`z zahgE?IpS=6#(m!*Pd^wFjy?0xXJGGPfvz*GIloSmJoIEM_Ie-Bb0+tdfra~oH~JZ{ z;S39ZjD%EQ{F<_S z?%7(G)rLly>yBn3bcTyH{t4oFr-CmT{c~-a(F1YnQZZSZu45RKamBYyW zNJT1lEt1=tc2Ar@uB%zQeW@@_ZA?eA(?;^sdVk8g3b3rLw=gR1rRAKXwcE4nNC6i6 zRw>hNlsv+m7!~sj1zQ{>1+H6cZe->LWI%ejhFc>U3Z{LVw1jlfrspIRVhAnrK6WX6 zU}pT?yv>303N`o0yD`Bx>CVT%I@?8vU6&5#m+6W%MHFH6K@zo^J;y!Wbpkgyii-|T zweSVRmim>Q>N|XAuZFlCr{m^q*fmjo9g`PxjbXa{?vj!zaa&0h^5Zh?Ih?fjPUh7lIG-G~Xy~z9nq7-64H4?FxfbsG-m2fI9u{2$j61H$S0-{@#`umj| zN3k)#f-kR1b(D#cdz10|W*d~+oEDTf!ETODm6V5|Vi;-gZ>F{7J4XmipFr*xBZhp( zZ!m4r;4s+5hnI!Ja_f#)DB}m18}*c4QA!QVMt;7jPxj4p&Ggw^z*dm%>x{TYhP=cw?4gJ_7kEqhBZTrN`HEA;YDbc*P&y}x_hG8q#Jl&ZOaMSW| zJWvRdHB}X!rC+Ao3O)*wJ}s4MeaRUAfJeH_DotFgD7x)5HgtP99%G1DA^{p7F%Z+b zmEL2YV*$C*($)DPL~U5Xvtl1Yz{vt#v0sG>c;&rcR9$sX2LXakdyf;lsjnXO)}B5K zZio!*a-h-bIMT`u$8yE{+C5-e3bqC^#8uz(AN$PY1KI|M*n=9-PV@T)zxKb z8fHC`ASq2eGJYwvTN`}We6xFYbkYC(4fK85t?^yOPtejD{`isv-X$B`ZxCqz#*<%1 zUm+Cv3!Y-{J&&YN>Uv1(Ev8HU_Pbf;op~*L35PzO>jstc!=>3R8dV$%+~sVH?mP2I z>LHL3BePwh+snSil9PST#b>KcxIIORbqGD30X6rz24SA*Sok+i6sfw3faD$>u3Tba zgRyroyj5GA@fahsy@<%j{IWWX6Cf<7bW4+bI`m{KzneYzgOjkv8|!(^emYu1)E1M$ z(XJQrrr(7DC0dbi12MsQ1E#;7@5nC&I{|m76i?nyD_AB~?t~)Xz_L?)_K7%`n9i zPGKYG%7?u1C(#p`8aHB_fdV?5zF*B=o>6BO3JH5j2ldGoo&OA+@`r$(4GY|dXysxZ zsf4M^bthccP}+GI`Ega2RSLBql}T?dh|0~LujN^#K`b;(1Cx}RApyIdwFaTqp=~LZ z;U$V}MCCc%pC5_jW+(PivB+^)er^q-7S_1mFEs%e(SM~;uRQd`SzU$#ofIt!p-a5l7XRO{p+I=o(?dUw?970*OTw|`Jtt#_VE5L)6t5vF;?*vne1{=fP{Cq2> zp)s>2lksFXulPlg`hC#uG2QJ5kRp`4mFNAU!1yss}7x-T-)ba45C^Jv>FZ% zT)yA9H-9A~af|C{r0%6w4!uzz2uh4}jydh$c%i*1q9UR}-T=krmU?@1P9dI#N`6C( zKfs0K?d{*>`__NKVC!=2iqHljA!AGUY7;h``h7fpFJk5MCyska8yBxIZik^ei;ak% zQkv-gaMiN*h@E5oF%`V$gSVHnl_(p(z^*Tk?tf~yKApt|l~vV}Ctsuv_OQzy67FHc zhb4br`?zT6OgxKEPGhR>Y<_}&jJRaWQO9gZ!X=5w- znc!~9Xw(T>6~T(hVOdhfvKeaCSJxw!F+ywBobg&HjW2fBsza<2EUfX-6Ed4x!^<5~ zpRAZEk(0OLpT%U^tfJd{6TvG0^khi-KQxpWe!i*1h(Z;9t zj~bQRj3qkVG53oT5uK5?KD5A0CR>lNi?c`^2A+Y)Sk`ORH*0H~(}SuVY8srS%B+1K zR$8G7#)22GDSel!wqrC!=AMd|+V2PNIh!tP15nP!FREsxNyKP72gzQJvoU0?1rWN} z?Bd!KgOH7;jy?_z4`PminN1)QVnHjpNqCcil!4uqF{8O0wsfC!3c_FLC`Q@Z{l;vD05MQ)evf6wCLQXLcwB3r|m zHl1~9BpJN@>GL9GfVXYg_^2L%m#h4U`sk?VY}Thlm*I!Q?4!5q3WO8x&0cO^(Z<3T z^G5=9fI2xj5HlH)a0eA!Uv?Ay>Jq#K0) z?+>iIv;-Xvli51AuQPGUpN3|Ck6& zH#R%#qV&ObHuT*pEJ%_u0v;yvn+?%>&vjxc$Aj8INAWqP@c$amguf5hs>i5!?V}&$ z+5+BtbH^CI)?*O1W~jbdU@i8roese2F8SM=F|%)_dcdjOLMq?oHpQRmNFh*g*5UNTv1HAS=6Zm^e(NpiQdSRyIbWl3^M;dAQ`xvkxwC+FL#C?{j$*bLmks)K$H3Hyj(Y32dYYzTLk(PeJP zL0WKZp|drGOjxs0m90@wD|74BrWw>SvGu0lVQf3~Ttjk)@&kY^ttW#$N#9}St7p9} z9%;PSn49rni*FKx3%S(pIDhJ*^S_zVc%L-c#O*^%th9>4D>U6SxY4=W4wG3A+D(Av zHms)EIoefu=d-zK5)wDk`2DQtl<}6Bi(SxBd$vZAQ2%Nu$|v`?>!9}y%#>eso8emm zC`0N*D>=>&8Bc5H2OesVW5hKA4kdTx29)y`M}CmEYw9f?9`&5I!TEl*RftHr<$VD9 z^e`(t`Xl5i=4AcVUSf%Poubg6Mub)!`yj|QSVkrgBr4cli*E#~$~NK=;&-ic{|uzT z>8r0ga7w`pPcUDoPxv_d6q@n;{$$V`HHA zHk}o0b32*mYCaLZL0$|ysd6@rnxr#z@$!`Ygq1ssT`0y2ys5V1zt$=v@>WD+5-IkQ zHy(}78+ORwd~GK?dEM=#&<=C>zG{`M)ptAc^Ei0@381LBYD$bnk;D3@`0{;qL@lo% zWN+Adp++sVX51(}l7>kQD3 znPptu?qVXEpp6in5xSPnaD-(t+Lrfj#BX=;vI>>-)CCg+#^8B`!W~=Z@kK6^+~?Hn*6*DB=mFEdXh(*o92VW6AG(8887ot z-M=Uvwz;${&uy36Sj>Y+is}Qe!~(7&?$ozmD$Cl>&;Gt$VFS38-LjmracXLwoSIYf zS{*yCkv;VdKIL`m>5ux=?<}L9E8&&I%J8mXXMU`aa)vc&<}6-rtP+SjK1V3)C*I~i zi4yiCx@fkW8*F0T1;4@SG38NI;Kbd7~Wj(zI; z+E3^6uEQ1UN4;KrXfLJ!zVg)b@NG(4aA~UiF*r0KOO0XRDb(gKm;@_mfj)$od@&3o zJEA*sKv{$`OR5bpD^jJ*d$u&0Fgyzg_#uSez;hUi^Gz*2W{G%m z>pSI$7FRnk6gHb+pPCyilLJ%tj<)`E?)@xtlt_197m z1H~Wf-Tf|@gXd)*Tf}p`2!*h2>%q_?hT=iHJQ*%hezv=bZdtDwPKk!SO<}hAgKU=A z=;Sp^?5fmNY!~(3&pPdB^s80bl|=Q%3SR0}$J}O2(V(03e$g3u55DhrGMRn1mhD8` z3WqC7tMf9Bc+3q+h>ku1{E?6n)AFE&cZM{JUtrA6zV^=feZ81FUk2TsRubl`qBA3b zY_^C5OdbY#eA1r(lL=Y$)d439Aq-ESuaYp9%l(H7FdwlJgN_JF-taRQKsZ{WIu*>1 zuDbU&-s=hx{n_1l06F&$9{dWN-V-cKNA1RgTr^me8Vnf}Jgjx`V$*l>9FB9l`7k^%Z{bce`N_lgw^RLzWW6?6b6WXH#4@$OU1L-sj4w_I`Gfk6AWw;X7aRKM&Y`xR4 z#zCex{zcPc9Q%pr{F%Z&IL3D^L^{n~>BA4xcqYys*2!3LyCL=2i9T`+RDiKhbX}|S zTJ!v6|3%nwt_$hO>V4q3Z$(8kTM-UbWFu81!q>UFZ&$z2Ib`d5nnqL^KCYKDhJLWqDxM%P?qdYHciYD-0gT=lW|x!8RAunJQ*TtZ8>ja1FN=13d|UxR zK$&@PK6E|}YR`OP@4bw+ati5LS^`uT{2pCg)Yj6{>M_+Xw9KRS_$y+@nfLn<)*c2L z2OR#4q!Rp~9?xb`X<$(AMDJ9ex{(=tlLSxbQs4>&@4jqFvO&~LUZ-xi?P6K(9XPnCp3Lj3 ztaLwjP9RBF;Q*UJO42;USW|Mo?BQ%2w~(pG4PP#V2abuKkh#_K-0irhrgCv>Jz`%D zi!@l&Q;*-_XcRjcEM>dQB)hCP81?d2l4tx9q(Sp6H`9a2(P8?U$A40v14`4+(V z60Ow>o8NzW6mvxmsEb+neCb#?@@KIsK4ki%i%Sb+Y=wlhElWpvs{49`V-3?yKQU_^ zATrPEuipSw0#*gbB|&a374@ujfqDUxXAx>YNn1Z&Y_Svz>{6O-BsAW-^$ptunN0i? zcE*99decz*l{H<)F3QkLw`-*cQTT_RIe;WqUaGTI3+oQNmq&!KfGF0%X87jLrw}gY zqYUqIqx&6Uo8E5bFTyg7&Hcadnj#=EN@0l*@7?TMQf=JWW*6CA&kek#FDK;n8e#t0 z#zXPyirg+lYShQYH!(uq1&~I|K{xuX#w)bXAW^PGC7Bm+TxqW(h$w;%sp(Z%W4C!? zF1SByYC3@o6h>WCmFY-Y642qn~1s4m}@f;_*8=n;a9HXB9c2%(7fq=Ui7`Z&~Ml(olnn+7_=2@4{!R<|ctl2nb!jK#OYcgU?bt#`EO4#0EMw4Oo zJ2k)d=M#+!<5|hR9HcH@g<&%}EU56Y`DVt!*C##$z+7hPp)7u*X7*L;V~IB^cK9ag zry`+c|4}I{OP3)gJk`1Fydlw&ikcxbqjM6pneNeDV60jp|Gj8EoBGab-L=iKRtB&eO4=UGfGI= z0zZKSx^g0(UNF4+P~$zYX;vny!|yx zC<@H?-MeOl?-mtVBi8mIrtAw2Vwv3Whq)8TGFDWA!_?=C!~Hs>wgz`Skh#reu2Z78 z{Xxe%de8bIi9CM%LHh-j6cS?W#j^ZXfN!iisvr6_6bcvJ+zP!pbU$>4J6LU_xB(oC z$3(LXFa|2t_@cftVQ!1MT_%@ootZ1qeHB0ts`mA*z zm{Rrf*_OPjR!;YYeR{KV+3mJA+z`$u^98#6@84Jqo-%NeVS7hTnQUUat&r+gmMWL6 zTAhQa1^CL7uPyAJ>+U*QJY@x!Ht7}q_{a>LHD04Xry^1KLR2{qW!4Z(O@S>#`8_>_Qsrtt0h-6{IfGhVfS;eAgFbA?WF` zpgt>`w}3p|oo&3mxtwnD=GV53`Xg!dWb8)#$bWv=7YAqcabn`ndMP9!^ z2J4k1tbSW{r=NLaBF=JwX!Z*9_KdkV(dS|kiPLb_G<_AXy8g)21Y;*%->2!b#>2U- z@pJW~Q@n~)^9L&!ME&WjMNZ8YkaKyLknV>(TRqtYJx+HbJuS!xtGua2Ic(r`BT`Kq zB~)=>UEiVtj-Cs#!DiTxLxv_(8EtgxJUkhk-X++0&=w6NC@BEUkpmIO~2D5)p}%BAUgEj$!>rG!KWoY!KDN=n~f4OBtYRE(P4~4 z7W^mytFnQd%bY?=owKa;%{lK!J)YWYtAH63%`c|&;8jBaQE@s-cC*b<*jX(o<=SemY0eMkf3>gu zN0hL_%)<;Z9mI(<>euhj%baEL5$uxt;(kpuusu-fUMl^}+*OGf2eni@k843-81o*fPKGG=3sG z`?}>bY-Ol>#sPxChsLBG(JF)GNfjzhH>Z*Q@-km%cLz(Ar+%5Pzl z;c?E$V7gjQx+Iv(6XaY2r0p(zv-O2NW2tGoY;~u4*czJ>3@9xUGZht)?p0Ts&g4x8l7Iyw&6TR^ zlk*7|bVcE5?dEv~vuv`TV~0s>h958YLX0pUbruCiDuF=M(d}it6XQf}IgYuKO7#HCBVFr)%dP|h)6NXGAQ7&gLIar(}K>56$9gV@e@aAPQ` z8OR=BAMEb`=I^4Cr(o$1zq&pf#|X~}I@qqz;a9Ol82)a!A2QYB*{}tnsdZWNkv3Yp zq=*Us^Z6HGbD4qJZ^AN4Bd1^)ND?yt3Cgq`iK;OFc6rYqEK|vaxYw>z9!adB+rzgw z%`%wE8^hawf#;T{LW!)TKe;TgI5N_}c^-UD>ML1!FN7PP@!LLYVTjN9(IUXSn&xZ{ znJ2_)v$% z5J6^bZ;1y-QLdbJky+4TkHJtX3-uqc6y$631VaA+OMy5a|A{= z{kOQWU)d`pQB8BrOXNDgW2Ba6MK6V@frrJ6y30VshT3vU!RJZfm&*r)g*S(d@sX$M zii6)yqdX`y#1KzO=(Nm{mNMp+dFw zk^AcOR^WK!630M575Iz%-0JEyfZ7ssH1hl_U)(6j3~5*rO7@ia9EES4?25y^06Xf{ zu%^-R#PTi05lKB6c8R~Bu*0raMTV<2vVkW%(-|Z!;dsZn7R)fH;QL>&2j#l5&mF?% z?vVVDA?kqy|4(UVlKNd_5^KnNg+A&H6XeF`v$K!0+9l6d(9p$DX%F zhtbNEHajbzrA8vAxEDF4f$TTKi*2c5XjkpYFVjv}K7T?spbB!r-z5WF(j7H1^T_bY5K*>TTcF;!cBMX{ z)pZJY(Eh~(rck+WuQP1G2aJdL*!38c$NIQ_*bjQd;MBy8$X8OY$^H$Ac17n2%&zAApY9>@LYO${2usR?d* zU+1}DdwW!E#%3bmDj(@ouq?XCYCg#S*1I4wFvAmChY8Js?7)sE=dE8c)HiOr_tko0 zY?BMKy=)czqW974y{_Oj`7b}YNNf5}c~<-H`<`uVZT{eZ+Xs7nC)O{QenIV!;CA-P zpPyA9crc?Z_=MdV?c=5KB!U)lkK}y--E|d-jjo3N&0y;jn27qTYcIswjvbbJB`2k2 zm3@9r9!GYy4!LXEyp!`zpImB1$m8ux9b8W=OzedaJ)+S?V`OT8>3;4TLu<8@rcx{~ z%-RAZHn6G9g1j2Sf0GpcVP`g79U;%L&^eGIYX5wLE}6@HyhvC2=4>@!+h}oxKlmIe z-(C!p^ul^tV@1PV6o9GBgmNcN zh#x2-HTO#M=uF&#E6vxo&VJY7bWl%6q;u8*4d-CJa`)o^V>clwvXkE0U|Ei^4cj5P zin!}FsJ6#5u=}k!H%WENT!lo163X7D9r8RrgU$g>iTCgb74H}ayszN{$axjLc#{Pg zt#(t?3CmTVS|jH^AXcmEf5QyUi=B^P=cK+k&F1myWz`VpKeF-r%0gSq$wG|F-YgzB z!#$Ypz#x990JS1k9-QP!Qh2Z36l$}-sP?W~65w~LjwkQ@ny)g;A)>zJo~o`Wz`1eQ zQY8+yQ1A^D?YLMQr<2gK7s5+fuUrM`*2P!%o_M{t+3xJDGW7PV^8-K|8N#FB>fB%k z^;{Xc=N(3qBrHt@mUzXxKW6ODxOhg%>0M_eiD=aeE1Dy_rUx9h;RXa1eznz17#rv7 z-7oryb+1xsj|yVQ0gsP&APQMXP|+1bMjm$7o$P5Vp->IC@B4*n|3#s^8>bC z{ZWV>DDP-35Yd*7Vp)?U=PV4gIr}o3Y1-zzXAGE|K0jXTJO9NXE3sD0odI3e7Y{5> z*Cxp2Vs7-N)T@T(w-{AjIP1@8PR0unolgw`fJgVC+o?b01!#yFuLRXqjM7LE5pDu052#^$?OZgq3UwWN1#Nz|7z zC}WqNH+wU-B{M?X<^GK4yP2ond1KLh6=>1$<-4j=8vY7Hm7*K^@eu;=Lw)LlFDZi` zz5EUX&RMq@@M_%MphnVWUe$s)EPeMu>lDgb9<7K@K3g;0vm3ohZZs8@` z*N_{T+KtP8%zC%0}@GzUsuS!R!^eEVSjm&%Wk*vz+jFeA$e> z*JJTJX=SP6LOA8~iKTbWchrWXAEuxm>5=q_UO>ED2z>rzyiJkCPys$w7aYuzQFFPw z<{1~PvrL!|CWJq%Gq{tf>{sgJm+C69#`Nj+)5)}zI^u?iTvV{V?PKN~q3c}#Ltb`I zT9}_4sF0izWdEfZ6khNTON%Rqh-cHfDjDln9J+%Av&aZa{a^91qidk%PylFU!AVW8 zd9sh4l#^+<(t6b!C{~>t)UY}7cwrFB(S07jx4A&D29?;o?`yCM720_umQ3zzj1|a_ z5GipZoA~Wmp-BLAP*hepg8V}ZBSpen+>TT=C{d;78><4snPbv!bdJC7nAC#UnjOEx$;#<6mxpd- z8goAPvRbY`9pZ?9RftcTsXcwBOCDbe;%j0JrVF-%PI3)v3uM3O&m|y(?z)MKkAVXD z0RH&M?@1inv|2#&78w~FYstJh$>3YI7SSr6a#p1wF!Yyp9pd5FsGPEbDZULuEp1D` z_9thMN4yRwR#){@Au!H37>d2NspdIUZ{$1U#&US95F-R_EFA`>iS8+;#Dd(+kFe1K`+Z(kMWyVJ4Q0O#gU z_9L6TFi((+yB{4WRev}ag8>L^>PZauIQxEjnRP8D;yt-vobg_x_u&aIt`C>z!;n z6;+90&~$Ybq(Dl6H`}i-Y;FG|Q0T1UH)Zx?zz~mBI;_p{wMh?FfVbLB;vA8W!gx>z zt7_^LljQNP(dwzf^A+4X1KGLCDK{+ALSZHwsWOsA-nFkL_`%A(_{l*-Tcj@L-v(p? zpXz;>sQ`)m zCo)irdX`m(!Bo7CKTBMoa_I*l*DZHT4vdLH7FnlnW>6G$hHQWe3p0w$zF_sSuYqeX4)0a0#12H)FOgKy^v3HiPZ5SH? zb4&W!s+hZhKfWeuY?Hq5BfRv|7$34JPhcR-iQIkuR_Ly!wioN=y2i%x0l72YL8xD8Yhh~#DQpKT_%SsG=8g_{LTBsXms?*=9QLPTTbB zZu{A_&d%c*oF3vbz|)=hp@Zvag$pw4kn|~)(}h}qM^uJl9eAOg-6+fgWhBWt!?BUM zjCgBuA_^FwD;CG^eb?(rmZZ-E5BDxCl2m9+09*xhKhE&?_$l8m=jVq+8i^Gzj3;-pYL4+I+KSEbBLfaD0&u z0~HjHj)LI4Mk*#I^OvSQE+IENMFRwX5;Jmenk28m+9&rp{*GQ~1^-p)i&XlcqtKK% zPj=)l7px?cq?m?;t5-baThx$P7@K;XaFXr^8CKRk6E)$oklMr#l#IAp*iEoiS98zv z=~wCCM8BGJ7TG9ta{Ot^!um~xMZu>?ym7eNJ&e`7xyWPuJg7*q4F&Dr`adwV{NMw;C~ebMXmqbwv# z+2IV5D?(v-#|8RzR?;ubq^p(iJUnN{`1byRA3rQr$>#{c4z98N<;sr~K$+#+0zv7V z|3f)^ZEDIODk{nj0dw-?_RamaNe8$CQ+BOiTjR;u~u1CmBwvh`K*mK=_K&5&!Xvhy3F<|HfU`u=0^t zqc@A&(}yOD`|mxD{*&RqCt-mUsxXJR82hl9X%wzz|6^*mzL$cl!%B_n-&Pvf+S-~Q zp%4Xr39yTf5rD~mFqYF(iJqR`*nhW{$D|4N;%SHl)iDMm?7Se&;J+hy|G|S8KQO1_ zjTP|kaZUbp`*>XL){_(APq+9A%gD%JOZQgUjj>_lYTk3My_LKJ4rGai!M5?wJ;O$@ z4DJ6c#@6Q>Y@N9(2!gC9nm+Z$R8bKRE13XnpC##hE4%pTc_iA{3(+l9*u~PX|CutSu?vp(f-ie%Y3b&EZB32Kq=~m+@XeK_q27Iso?A{&w*Tw> z z`yT$JoUU`E4YL>-8R__N_d&ETcyry68v4KX1s*3kdl(G5ZS4_~4LGi_xT3SO)a_GzJ zfYa*CwZCj)zSS0$2X<}#=d*_GK{AwP0f)^u0n1&VO2F0YNpL%J#F-rSI3nA z4C&o|X<|K?@@aCL_2E6bQ*Z3THSAO&`}+I8Wo3m(?KOlN@W7Wvb!~8o|5>#Ctx*mB zHQL29d__gY@GBm&FD}^XUll%wE0%`q1a?GzJQS-%#bqn*nU`}G!5J^vuuAnP`_<<) zWFmUXGUgD=Epo%mduO&JfNXdoENqc?{u_W@uC1>Zw(5WEAVyn1??s!V8q@Q(vchv) zkHKdN2Z~^^pDfF3XgK?fypJDxb{)jvS4rtSk*&F*1$W`-)1+L-hINCdti9R0us%xe zn?uIixVE;o(6-w-_u)#P!?&mVi`rl?H6TXjlnQ$wVa93$yJO(*WOb~T{XK&PUF^xD zy!}QJJM)b*Y+87~OVIG!N|#^Cl!r^9qzt+)H}#;fPq4Vg9>?T>(p&qr{se5+xGa4d zp0UR-Wu=_g6D8noY@uqc>88T5n14?<7#&^RpMT|PV#{AQd+l}!5N&O3^$iZnj2C;o zyxBM2<4b&yi1Y-RRhO3T#u899Ha0#_*P5A`(b}>v7LJMjXAkKU=H`s^HB)=O^+;&XFu}Lpetv#uE0pbhSUoDCpBrcT7pDs`n}10rsoa&z#Vxyb22lrh zc}v$^qkHAFgEV?Tc+PLTbRa{9Hm0|`SN2pe=&YMDqexe;Kro%)zv`6ms2iPidz>63 zO`S#{Lw4T{`RrC5``4~^+x>m>yIj}z=)Vdl)!!uua7gvAN{|C-AG zTD0#v{ZA7*YrOv63eA;&-m-8k1WRfB+Zs{lvF`mRMd-g4Cvp_tm0h`<{19B6+v+-`YyKhO5HGr#kOn2H=P9{HFB4c||dg_hNM2yd#

b7)f^aNyT#TZG2o?gAYeTTlTme| z3*oBVZT*#+pTaBpv&PMtW&NkB~$MKKS=Md#4 z9I8Iff*)iMu)C}c^K|HsEs zEo@T+oIh?c<}V$8a!yI+!7eVXa-aUi%^~>5i(DAw&n~ zLNMeSG0;XEv<&5#emMk4Qx}v}w_eI(P=K;y-$dFKXdv%Bq6CarbZu}(hQg1{-_A|} zw!Cta*+Lta{f2yb5-ZyKF4iO&IzhYyAo`WIkc;Kn_gqqTn)^Gt8+L#3=!`!IupTgO zTR~=!n^Urjs@ULZ0M@aK_Wj^9|MU73eXssI93~5il?Npp6D9^u{{VH=hkV|F84MwXF_lL{75lBpFw;=zTk>Zn&kG>k8whUad589t>7rR|-l^*Z;3b$y- z8a8aK1O5Fd{nO;(Z;1SZ1jhY?_N7K)UKIaH0f~qNp#A+UK$JE!jVD@2D`Q3H&vF{f zp1Rd|eY@88p1DamK_t`-x0j305>l2XJD1j%lrE2as6~^yut0uVL4=zFJ^namO~RQ~ zc`nbOIyoLEge${kpEU#*p0cElEKO@Oe$ap0ARcf4Oh)onGy4_4Q4^8BfZG5Ji9DEIsfry7#j{Nbv)(1pN zMn0?w6giW-f4kC9Yp~ftVSDbK5g=!dv5@@?7h5W8c1^jIp&GQK&e8Clwv$jc4HB2- zhUx^S#ai|{n1d`&wcjLq>jM2F--1YrF4CQ_BSDn zOkid?3b9uX^rOSG9dnGYqJrhTjrO+UZ{1}@UM3A_uv@c{6S0?eYV_l$iMol{Ei80H zRhxr(6;WNJsM?(<9V@Ci4C+GggQT2D)E4p859vaK%p>;=a&q#6DGjx&j!t6lUh**u z939s;N|XEQqv!YoGEx z8IP|T#jgrucOz-S3bS{hy!WNS+(-#G-0G32x`>fHh~()s^Bug2c;rInJoDKMa4SWg zE_wM=AYT{No`8{$3BE5Y`By40mt-lU^Nw-li%FI`R7z>}<`wPazlWL;3Ns3bp*F;< zPb%G?(s|z08X|SJ6*bfHd$7C`7^SA5Hs>h)+_}m?LUT}o8*7{*mdG95cUcg>lvC{X z(%5f-$Uwi@XKmR3uP$Qv-^KZ#$B0Pqk%t@BoK;Vn&7#6c zY+y&=cPX8<(W5pWEHk!mMVSiDQ|b9u2R6A=pwY2z%!FIk7U3mjy!Sz;tQH=ETE!c= zh4RwK&@LeLEB;C^9u*3v>rDiZFPfmQlM+fRBnXT08PAZYMF@}Oz0d%>lxO!je7I+l zfH6iBA?p&DrC}3}=s+R{Hu`4fws-7eaX5)wx8pG&zg&)P@iv!2t<)FFb@m@JMxlii zz0QfghCNa+2zZs*)lx^sHImArMK&I#BsAqFWWjQAqeGfMT36uu#=xk(I zR6k6k^raj7{TB%`1VITtR?NMaWeISn)UsZ1ftGWlwG(~EOORKBZ_CT+%5BkQME(hF zv9c3x0MA=$=<3B2%2o?ZwSuu8SjLdUSf0FUoHb)EQ#c=<9N9~@oWs{h4^-c`JyrJU z=X$*|e?6n%glnKe#hmHxdQGn%uh&W8^9t|iT_WlFcMSZV$zibzkAx^YL}zh^IapqQ zx>)m&SAl0-@*%?W6kY}`HvMmw@T8o6^GQbH$ObHlTXROt^j4g*3O+zhwGZx0l7eHT zGHxe;V{cnxac(8P6G;pU$kAX^aF}AQf^aBH4`4WaoGX`|9YfXb77{8YUBX zlmu9GS_AadVwV8R^ymA+AXWwHEgXih6>9Z}*d&syx6xe+IWgN}sSME+a1&O--$a%w zVP?Z|MggMU)8|9AYlA7GE2tSqlrBy=Vfb%BqlLpT-V1LeF|UK-#=fOH?9Nqp#F^qn;_o5lbr1- zfzv8H+9_}LdGU=36s7B@rnzc}mUbtZnFw*N@^!bB(>b%5xhA#u8t><47e3sw$$&FIX_uVlfhdzJh z&AXGsMgaFMq(kZ&F=(K;IY*-MbdDOnRRDx!)|wGF{a9DI z!FNZ_%Q<;vRCpeQa=&NqMf6ib6?JM=%-=*CzMFbu%M(ZZ4Bt!Y3^GuLWn<)c1LIK< zld%E$sjUk>|0gF`=%fn2TQpeTC&qD(x@_rGzLl0|@O8x=G}4iRd7zEI=jFl}2iKk_ zxI7ElR|;~xs0m`f93^VNVD9o#izEJo%s6eq3jnGbgV66dn)4?;qAYZKo-5|$<(lVs zi5z5his`O2N5r{;#k%8m!1)*$b~Fu3qMnTR$c8nW1-r+H0$|>UWuh~fnu(w}^;w1( z`99dQrPFy%;q^HYzsU+hDa92A63W)-p);fV?5-tzDJ?7ndx=l1ilBl(vrlTS|F1&%S`Pq9*K=v znP*ZsQh)eZ5o58D!ct)%!)~}VnXjT{c=#4Xk}-bg%DODB`40`!Woc1FUcxr5;TWIC z-VbTDC|{za0p3?=6B5z&*%Y|-a_6cY!ppmrO<>Q*GgO#6H97|WA9s|xO>B%JFY2$P^$TYH_@_4QoeqLak)mw9$(GZyy%E7p z!P>n51M7Vn#}fIjkH{J0mA2~SL(yRN>=zk8(iFFy@5_@$g7+Y8JOnNc|3sZH)SJT> z=!UayZfQTpk0fIb1d(uupZ+B{fP3_qxNxWV$=F?q08P*HbDr{3j_AzCoaLjojT>6$ zurtC>3QH?$wa=DOZ2afIH#9Vxj;X^J{()&6R#Jo9JOVAMNHPwtnPN^=>)d<#{M znUkdpWyZSSUi3`6dz$v%6bg}|hxW?#(d`Jd$BTH4GV6H~&;u%!RHfelP~2qY2YR}e zT7m)%Tx~O4amlnzC0{_o(0he{3i7mDCZC+;EhUeNh)fv#%S|$33+Zq>-zU5oZM?+; zC0k2n9E0juHZDkBYwZ{4<8`tB?bBDhdMvd1`^TQQb}R4n<#-^?V35#-2a^W*Kv80W zI;vpGB?XIeWFAG8uqQyi{^jwQ%R`CmXVQG;JLj-!fiR8>1IHHtpjO;FGbZO1JoNQM z7lB~dwI;_G@(_$l*KGR*u}dI7<)OXPGGCNsOtL=rVx1iyuBw?MTO-6P8&AYGy=54uam8^x(K;G{x(o+^uCk(E)BlPv1NNktYUkAp1b zZvYv$6*-&mxrCPs%+z<9(~vrQM&f8qbn#2Mc|nvZ9aagavcN4*hN>*szu5gB&7STp zT_8Fbim+}G&pBz>&*(RuVpea$LvZ>XIO~wO^vYOzDe4^V(3>=Q%b+?F zGH33V?s1C&QA*rLTzdBmGO1dvW+z&1P8Vi6Q+-n6%FgvZtfc{bE?MC=wPy8=Y=rly z)so?Ps=$JF1v_ceJPeb@1&;ewMCTqEcUX6!;3&6eAiO-BZLQzw2h2o@8dhZP&*!r?+ z%J#zZL%gFA(aRDr;$Ao|z1aZIsj|y`h4sJ@R-K|xmQX`2iUNu{?0TKWTr>GAhWz*f zq)<21YTj`b#BK$CWnfOLiag2rBIQSYas?7Hy=eWQ9%=B9uh1j|>Tz7Yx$Fb-4D}2B4^(ydC z(}lR%?HP{|F@79W$VOs`x|G8ra?-JoU5wH+ZvwN?rV~WnQo8OUmDS@QRQ~Q4p@8kV z@xk%F~?eW>4h{Vg}6uZM>)%shm=&rm@aeCgohN?5|y6lF-V>)y7Fa3 z)eGEquNgqvq{5?SSYtxYL~LbKxZ^nC^lVxWWYnE8g>*}QVfDCx#ppFRQavHldzd#i zrsyOl=}p4>bz|+-L8#IIqW(}CmV7ifMJ$!E;;Q+FlWVe3Ir6hqgLg462)VDEU3@!P%EXjB%lSz-gOxu-)!x?#5I;^50ab)OP=4Xg^hY=0h)cy8 zCyK)Waj9xI@pI>#KaWBAD%S;7cQMRIk9C_Ihywb~C~^s5;0@ot?D_OkXC*tYuJU%j zoWO-I8XGiC^6qIuso5D?Npp(nPtEFm`7@M&rf?CC4E!U;Ubsh?LQTU%Ei1>NB87<< z%#-1i3V~h^|Cmb7NA5?C%~2gY4a=KCR6!W5`UC2;i-{q|@Lv(*seg0NbbtOG9{HL& zpw9J3+Q6;ZS@!IO>06Ke0<-m4roWlUqF>kfC7+%Cbk0P4idhUXEU$$3F-C({@1 z%c0W1N_G_D3_cKxNoI0hXPFo7RY2oL$nCB`uI5n`YS2NYZ93tOEh=DUfI~cJmxLe6 z=cH=~`IVU(JjF0{93oTH+5rPzxz>EahNd&eUNd19g^wQZS66BzrxEk14QC{ONP%;s zN~bCfdJ#Y8Nw6iyIInbbLzjqw#4%ZT<&#!=Fl#7r_}h1j*SF^$pG#E0>|A4jMUx`> zrk*#B9J^iM0!D{ANBLi9t@W-O7W&)1+A|n%vpH&n2d)|nhXB{qDvHyj`HL3Py=^IH z+d}5{;Bw67tbg~1{f!TCkv`tB@&u$F!nmD!3;Bpt-Vt9CM85y8Zq z(#awK2GhyHNg1Wj+gw4#a~WsG(J$+8$s0 z4=IoKyIZfR3Wm#!5yBzncf3*CVp?LKr-F#6h-+n!d zLRS7DY6>@`>6c`QhRW8iOo-%>-bpgSXU(C5td){06HJM}cM}P}#XHWO%Qq=%p=sKP zbs1>G-in&St>f73?wUBkfn-v2D3lY*&B>y-RaT_ zrSy~m0#jS?5mtJba29;F@=MFe9`98|NpV2OCzfqbyOqOF+r}N7&3~SVD zJ0E~#7lI8t*dwJP)gFCzKWKP`j0z&fBnK=KP1Lnj%38#rz22As8}8MAgpzTOXB(Te z3<>8eIURP`Qo6_to4FQ@?IZl+%_dJxYbXxQtQh_no1;}PDm2g%-&M0{fUB04hj?dY zV#O?9*p!aqB7iqZEJUPnhwOsQ02}N9oV156+hN~L%Sy!bJ7qsj2i_r6U%!$DSAbzO z%l=3@V$C1=RG3WSx3UZs)ep+5B0*x>0Jf6_f{@H5w0SsXoBCY!2-!BSNb9x*V@h#x zDQOKG8f=|WR3DAp3t4+PF$Q zR~p(5kl(|hj|^5o$g*@w$9lz#NM**8*0bA4(#>b_OYx-<2Z}RMxIl1XnmOM^Q^be^ z_T_kj3y%kLdQwlTW(UGQhV^uhYdT5gYXxfyV+j9;2Z#+GK+`*#4E;>gL-b9mUj7ZC zuVov&m=IeT5UQ>sqWn^FoESBJcJ1t(r#pYCgI)t`*kNf$=;3C{b=jzku`p)rLK|0$xd=y>KO_SWV73~FN%9U zKJswUPfCfehD|B`s?+;W3O>TW%kFJRH2Zu{$NJDKA`hY`di|^X@q7*e3P&QIGO9?! z=V*AbMeQR)K_hl3Tffadt$r*ynZb~_H&!Jc{hawKZ#Cc_{|-<7OASTowhdw6CWby% z-xD?gTtUZ}*IKQl+6&Xh6ueY|F3_s;BfwN8nGQOh7Y z<(8s$mEhma+n_f!+;=vwEHZ4Lb7qi`GYfZL$1@Ajlzt!P>U(LnPLL2th8Oi94GMUI zHWV{9`SF1`4V++^c2(lTI77Ptst)Q$f$F!>#c?b%4LuAxVP~in7ew|~`FQquJ!0Ka zYTsx$UqXYAXrgD^i%E1-RfI#R+|<@&wp?!_`Pa3*%a^E3*bTzfzd0oZ7TRI_58}3` ztgb*&+KKGi@VZMSThO0Oi~gk+qnWP1qP@|$KES86eocOdoW`LJckODHrGwHoKFu#t zHWcq!5Z1>{bZy8kN7q91jY>Ptcw6w@wtyBkq#b?QCHEJ8NgI(4?>sJp#i^o2uQa#( zuNFYKn7Dfl`)S%5{h|d*o-|g$8Q(xLPk6*SRRmU3RPhqyu^b8n5%;x zHRQL|<_Rt>dp5jiV}*D=Q6ve$`4dgKZ^P)SylOhkFR-CAkc;ul*OXyeQpC(fqJ$ji z;}YqEsYe-E459G|{)f8qDqkntsA5ghbt>LA%PZs8i0L<4wSZ%j6G2E|&7j~Cd{xUu zy{MT~ka$RdaYa@NVlM5#tWUPDQ0s;LgFYfahtDstWuAAi|KwXCJUX3&JF?vXv+5{6 z9uVDlec(%S14lba&L;0H(l_j4Y%Bt90EQ<6m&@e1wTtx;rL`caYUKk&zGTn3?{> zTE@Ss-mU<03Gsf0p&#|N7O|T`c3)@HzNI>bWtDBq3L{7(FT5ia|4+mC|F@3M@$xfy z%QxG@tqVlEnL+^T&lf9sFRJBU7kZ&?;=g!q%LFdl&TtN-zc`32dnVoB?0r*6PGlcP zM8H?ov-4XMj7aT)W9(t#4aQoepeha}{Y&LwfT;H&e#U2V{G{G@dI>Ob!Et(Iwd99$Z)d-Bep2qC^>NgBUK|#lPU}VDD zOvQ}cB+A^)4BvizH|=VhcgUd#{VawNg=8^ky!|wb*|R{D7T_5>OyO+!$5Yg7~;ez zkO2q`_#rtW&{fbsh<#_`~JJXdN$P!@|DOtP^R(IYzGV}BK#lg!Y zQfI+i8RHh~rE;Wg2S;gv`BgBBdF=(cx&1Cw;RWTB=XM*5)bLV+fIU?} zrbbEA&@&+#&kNdoSB;jB=`?0+d#OwCen!%)8f&*G_IohAIh+qNN-^H;mBrp7Exq@Z z6kv1p0ue)Qn^$guBAnV-=on1)Z9>yPz)4AQGUX9>R%4rgauZwE_S6j!E>@8&o&I-a zO)^JqzDfrRV-+JnB;%@dfoE-#(SUBul3Os3d{vpsL|WlKAR2_$ppOaPP7bq=m1eUo zG>dvh++l}fbcFF!0-QSFF#FLpF)!*|UDz=oMJK$OxD&Cxv{%e{nfA!$oDTEz@{PbY zhJXa?jFdL~)pMRu=n;=}MzGb2CM}~*cTih*qT)>X2L)mvDH=_f^}SaSzSffYZS_A7 z;+Z@*w(4XQ8d^Vv8ihkR>Yrmy6JmB4@$IR}Tde+dbyQ3XbCwwa^b*z<@axdkyiYlU z7F|W(^v%SUy)t^`fUzCPMT7o?c}{q!@YrAR8d%L9_h)2(UdR~!0OQC>w-y6jkXAnu zYI=p#w_ALXL=)jV7XXNdc)3BVj;mbetRNiRD7ne zFkD+NVt}SYxq9>y!>%~PM!9=e4rW2dwef~6QE?PFZ=FiXfsDdD@+HX}#o$KlRn8PG zw!Ou}KX(i!U@|C^B`=a-5VS$NoHQxmg*B***bK2KUiVfM-36p(RYxZGG&0E4GfJ~V zU6kyPc`F$3%yJ@F@X_^sn3~xz5g*(Jf1Cl6WeN>uOipb^sWLDVv7j?rZ^F7wkKc5w zqQHN2>laQt{}(`0DnjRKJK72cY%g99OY&^4lT~teeYm9ax1b`rc*(W$4N8-jfuwM{#$h0TW9Y4ot$|2v0yZkkLpC8Iiudid+rRIag_DZ{*@nM= zXNuUw`zYp%U_ya)zez6G35;JqA<7_ZV8iKD?^SV%FhFA%l8oR;D3XbTOL|x#KAiqQ zLUu!p*Z2qJQ4=WD>Nno8czA#U$)etrt>c0Xk>?c{ZVRSu>rJS4#tMtxYE3!F&9D3y zAia`lELzipvwvAEKNv$^6#j?v%$9`*rhP&j)p|3p_)Qu*E?hy{Og;(Q-X5q3P{}bN zKHOY|Vz8;3xXt9%z?&Zx4#?maP0eoX7aRi)FIt{vJDkwv6w;&MN^OXj`>0*IR^+?T z?T(|MXPX!$a%9I7a?^-wf(sx_$D=1HF4DRO#w^wG1-HT3eOl53d*2`cDbsZI7n@oX zy;pMBjzbzdjH<`UhxM~|Vf4~0i1i}6q=ssTF7z~4Sjj`ZWePtzauaz0M8P~fzd`y$bE6_%OP_w6Yqwzm zt|l3iXfsC<&xb^?pAi-Xz^!?<*M~Nsknp+U6^d5JR6>64qP7qWs)`Uk!&y+(BYGXcOO1&9YcQBk zJ~CsV|5@X4@CVR!h_7bUGFV;#0xuU8c&-_A*XWiosV#ht?-QZS7^ZaxUO`NeaMPNH zl`_VDk2)Ieob6B=P7_0{7D3}0)>k=0qrZP>zngvRjtkYsK zs|J($cOT4gONsNa#i2QUy(xk?AB3y2AWaOaeHD+Yz;f>6{KxM#zjG7jr1pXIlxgAU6JL_|}%^+>Xc@^V3uh~>pJ%3|v5IjpM9 zyV^dP=HHn-G8s(nAm-)gVE%!xk}vn3kW*kFGf5)2m6P*wB4Zb72aZWOm85^wtf}#` zh!WoY8vCy?I+QpJs&EDiwW<%(ZKfWt|E}WZl7EDwrSWQi%cd~#IG+n#923=cndyl^J4hLs1k zZ#^+gPYNW`|0F=r>J1kwXc&t~C=hUVKH`0;-0nC89=W?=#k=T!Hxzq{{`-q&R`_2K zl1LwLfc8UY8Vg$RB4U~CH%|b;>p?A;-KkV5_BlG?;`AsL-)d1glc3!tJfMa@sDVSO z-j^JWFTVMdmcW3fExF;MP^@M#PY(Z^D-)=vZfmX*VOx;AL(?-h+~z*!yXU--{&OV$ zdAa=+I+Mjs8sk6}obgf_h}-VLtxW_I-*D20?2Yt=u@qyK4j*ZKsm(aNxLUh|=b4ho z?hWmif6F`>yln5lIn+}I4PWLGtn}B^CD!}0^bk9FuNKum`m?ncvQ~Njv(+c0M=jE0 zYa!GZPEL{IZ2ea%dBe$%>U0(AD7tlFm3YdeYjgY_!nX~LnC<6v0L$qFOHGamRfoF_ zW$S8I(f2S>GM+W~p(>-u<^(!IV^=(o!@-sfOW*O&WaNS)iDqy<)F=4exYk(E(4EKx zT+nc=q6Mx#6{%$ivnlpOe7ogqZk=UFeCw4d>9PUmoLn2t+Jjli7%QS(U0twzb<2Il z>dc-nuG{v^I7PuvyUQlb8*rih^iUcZydUMH*)BMUHb@DrwRG^KGsur-5A0q)17 zI&*QJT@vO#TM9K1jaoi6>2N;K6?Ps=uzB1qVg(I!o?PQ}J@imHU1{(HUM`y4-R3M2 zJar^qlK9`=UCl9j^Xygl~96_<>k=%Su(D@Nd?i~SB8&X53FL*9q^8Z@glZSMNaW*_+&IRoaI_A z(F7i@2;w`}r4`A*mS5{*SGz9|Mx@&fIS~ZIX5WY4mTCNlHE)<@@^y9C-ijT~JH6*f zEN221Vy@?k5he9xq<0`EPBV~3PLF$-CMTDe!5g+#+t|8u7PF2gxh{)Ded_0;bYj<> z!2DkcYdz%Rl;|Zhv9czle07YJ#6T+>(TKa13V&0K<(lZ%)&#?E;a5(^?us59cS*;5%N5iIXR z7|_ODPc@rMQ=T>mot7|8LjpN>ouI`84v!hsRaF_6V`}^oWNT9mRI5C0*C6R8T&3H3 zd6c(7k1OoY(w@k_D^Y6PbO|pOMRxlQl@h+!ZsB>FT7jpiJL9PS$r9LT-kIwkuy`6I zrKI+jDj7t#qd7t|*xP6`Iguip!^?ymAGO=O7MG{C-Lpj+9KZL#HyfMDm)V z%~oO+KNQeA$0gemt7t*N687`O5h<+#RCK%?jmJa;@yegP^p}-Cz^SQ^4``_E`!N-H zGR1#~RGeDXUB8n{ol4@N}!>kfXLiFhL9s`=%wPVa##_7GBU^m0Gn_Q+O zW8{450k zRh(p-1URG+uG-kQvgJ`5Ym(F3gVzCJrrZeJ<_3@=EsRtHZYkp;_YNtRKV`?r*UU5c zCEec;2Fl7sG#~bTW#N22&8c6)Ywu3Id4rNr$z|d#PFh3bJ6{=0Lw+~~=Wh_&{?e6j zJTF12F7NJa5bZ!6aUmVTc9WBN z4n_l>+!G8SX1tqU9#sSTh=X@ih~r?QK}HJ)E;Zy%TM@fS&5tS>+Gch?RySRCqPQa@_S?lf!~`0bge$o+h^<6F zE!8JGAypa9LEE=<(4)YAPT$F@p*1~YO6)^qelvDaUO1~Xd#}Q((~F5Tgq~UZhn3TR z!g72`2iT$&7!iS5N7C(yiv{C7hX#PGTA!4$#>S@2uF%IQee@_{*Tm77!emGEUE)#9 zItLnH=xjCQ7-q!4GEJ_dttia{NVq&cmpy((Jfi?+lZ3$Z%KT^3H@`Tj~U+_kwWX!M7* z)?ptP%+s%3lcwh>4nDFVRz>vr(e$?r6307am`5Y(CkOA2BL|7r66@96#e*PdA4$$Y83PHOL4XK&&6 zw$|QA>|Kp(ccfwcXzpkEY~9#_!-m)0)PE*-cwA0lJ39tjk1eez@Q^QkP<+>DK7m}i zmj7uz-$T7hm~%n&&%)(ykUqa(wMw7{TdXe_ z_gc_jn$rgKk^Xb+f`b)T>k7IJ7T4A z36{I!YMJ(gvoj<1?f0}Aq>{F<%guFB9Xl6~5E9MKk1cv~`8)H=KIx*C-COIvc|IDW zbh5k_eEEv5iUrcgTEpOQhjr{@WZ0p5%Pf=+)hIp$!t{key(Jreqv^ccq;-@w=fP;1v>#J!_C2I)^D+0YsTv(^*L%UV zr0{#IV0RGcMD#m*D-k!5Q)!ljZQjCK`7iontvn?w#2G(SB%mNJr{iGdNOa(OA=(i^M>jT6Mrr@@@_uor} zJJ2^s_sSd1aN$6*|)VPvLRM6atdB%`4D<8{N5?A*S)6YW4%fiP@VTXc0yU zC+#th779=JH>&P&xIa#FwZ1K7c)&KpNOl-cv37Ndiu)uf!}2w)3WSBmzP(96V~T1N zmUScyG=7UdrSIFs3+hlpg}qX7P>44(Z%z0^YHR#CqTP80wfexpa}U|gze4jGx%vnz zbT_cO+@M(Id1N=X^~ME+x9_!)#}=@$Gk>jy0^DxrOR>GYk%GHh_vj-sZXhXThI0Fo zo16Kl%o)dP2<2i7-2(C*`qqT%3{jM@mcg;ShfH`h4B8FMqkr>!^*qhJjQ9csjz*CH z>L=|1ReuGh;q916+Gs*98~DCM31RDy(ayH*WG=O~g!F_`+GtKky%kj$d?tx4b&s*c zlTmNfu_koU98|UM-02MTzzeekB_pb;4lK%QBt(#E8EMgT!_T>nGe#%Dsw5@wD*De0jw9p6sr%h9w?Dz( zeB|oRFFmJn8*i$&Np2on^FqNR$L@n+sJRl3m|AyC08uGxC-J7{Fb9k%R^OABe(8t0 zJ23vhZbhRDli^WP91heTpXz-Rw{m~K+E`s)nLyIV{0OVKCw628$EsJ6!=Aq=!zs=g zj(<3st9r{%g*PxNdZ0PQ7<{N&hTGO9D*0uQZxEhZ3j0^G_x#j$Yv1`+KyQEVr~S91X7zP>adGe+IqS8HmaFbK%m2O8tW>W2JZZ)k zICEq)Um^pKgmhOQ>mBvf`}Ofapu=Cbocrim5+0vCkKMeVIW+CB8ZcrHJIM} zHop1I$8O~4`OuRr4%3W6EroOf^A_SVwLZDiw>gU1@5U?FnLJg zBqoEJ!eD*h?r2Qlo~1*(ExOrF==VK6fTy16co%G9Bx-YZIMaE~ra8EJ=lxvYdLZl( zbGxF}@I9muVU@Jjl~*iIae-|SbR8eo>rA;??N2Rzx-R*nC)|DG0#JN0Fcig^N2sC% zly2X1lTK>vuEJo(!WCBA&u|W zJP_Xp$5-QihYk-Ri`dkvXEnfnA$TK$@_9KE4gnqX6qeZ@bUpGh?*wyoLOZek$v~EM zJ|(1fCl~tqG9&|~(E9)c+)pDqWY&-z$QGvmB9-NJ%^JP^Gx!eqySit#)g3OmP)yz? zamy{b!ghp#L`z&{1coNkOt$r+FEo5*LszacAmWiz$9d$qWF>60hM`yI~uwT^<{?cakhg1~kq z_tI9)-p0qq*HxCI-*bqro%Mibdf}cS|Brc`mHBSrxrHChK}rj@x%+7i7*lj;*ccHP zcbR&jQ9^^%MxMKg5A<7^Fq8zftL=U10V_rwzbr0ceZw8KCscfY1|d{la&&0?^DoIY zgZh>AchP$^nRu&F4%r;77!FEp%}wKk;1H^oTpLyS<9P1vdK}oZ{?>`ECG7qD?>+Fo zd61$Vgn)~3>)DJgwx9!36e!e7a;VN3H+X+$Jjw8x!Q?clMJBIVa2koMjRBJDbVp{a z{p)v%r3_C6qx{dReV8?kzY6&Zd7diLLqBn)tINGd#1MBe?%e1FA&%> zSz2Zxwgu5~#2b#>Ml4qNozp36S_JlTH}#Vu0=t3(n3eOg26Y%!JIl$Bik#jhC@KtE zX^5{iuK6m|8ZreJFR!Ptm8;*IE+?>Q6=t!2y|>BRZcDt?1Aht6$HQAs%tXz_K80*U z<=x#ZJMK1?#xKs0_zHmQRY>}UY*1A0ARbEZ@aP%v1-R@o{KatnxjH~e4T%%alREy% z9nXvM9)VGEGR7lBw-(b&arh^!D_2`09~r(1LI8brh`y4h>;l|U>=)^wT$~l2K1W?* z9aYWHCUD#mdtyFJYCx1>pX&S1AEsLgvJW+uQwVD3HayZ~n4!))P;k&_>}DEq!J5$* zGKGBcYui>k+!QoJ5odl}?cBXwzjz%rSAVyA#PRBHPyS#~ZI5eKdJEIEts4VS{Lg~J zBO@m#?Oo1Lr_WdU-y+8wAx6C@2K02{VW1vn$dqHL48coCS!d^iOu^;NQnowa?WpON z^B=r**a5d&d~WgA@ntm1X#<+b3?9yfK|^3j)4{{O%}&$9psIOwOarMia#i_n&kE7= z2phKprc1|AK%J&bJOy3+Td6N8H?Uy!^|4idFEF|I>sCiIv?am!be%$KfPziyjZ%Zl zzVH_(FshT$Ic)t+cCUC#e2%~TUVmuD(JRy_Y|xMY($gz>JLyGXXDwQ~?7e~O1@yIF*pgk+ zC^mU(v;JJF)2o?PCOA4N_U54?MQAfvR+TInmuzyr2pi7AFm66IGx{mEf&zK}81vKY zuRYfhl0I9c^$UBh)!yYaHW+#DBuT3`yq~nFk=#6VD3XMByDqrod0?y`P2kz?h7%N^ zwd$Q(O78_H-_`Y|xoKrx*YVM@Dl2C{1qq*+gzuMB2mN8_nXRYicXUwx#@;4Ata_5+eh2nbrsXPAr00jjtl^Ty5A^c zNm7c9s~f^Qp7H#z7J!95&16xYq=aCAK6QCZFqIX){nvDOjmaWXR7*pvSvcDr9(9Pm zUzIo`kJ7JXn}p9JksCT*s1L2L%%MiQ(xG?lYDhC3&>AUSz{uxcNhj@gkc>WQsK?gxJfrR7 zLm#pznoAns?YHCWz%#LJI~;*Mj@47#Tvs|FO^*&3 zQL$oQTuN2Vt0Ge{om!el*@oV~Ru*qskKVYCf$JgzKE?o#diXOq;K#UzM`i*r-#vcL zf)2VHqH-~GGviNobetocf4fFuiu6_l@mbsWw6{%4C zD+TA-N;i;_X;`qvDIGCo1pVYlC-5Or#&hS!y`^Yt4ORUM2!p879?vBI^O5W7%s$d^ z8Ts4S8}gu?M7W6arJ(lgat+)uue7OKUHfmIYA2A;Y%Fw3T5m=M@EwXO;3%Pu!xvaA zt@J)!d*;48%+g=kf=0s)8JI8}wiVJ_|DW?KNMHNQ;n#f!0eg+%9C7?+0x-Lsk~u@j za1v;K3Rn0h&VMa5{Q0bV7|ny&M-sEn;nFfFgPV#hfbF$>d7L+fZ^Uxa?|xM3Q|kF) zIlS6qPlG>jBO$eg)zx|^bjG2J8uB!}Lhrue#p`^fF*AKM$WyLy=rebGeA+B+O6_Kh6!0^HkyPpMGkJMzx-OoJS3<9E1m`Ap5+YUy>O%sD%Y0CRB~$P zw|3ajB4XFxYd~P=wN3I2LB?rK|~pCuFyDd$6gyyF+XrIqvpQdR}Riv z4K5S}cMS~VG!|zflQC}Cd*sTp3`p69AgdlYCV;6H6dMo>(F{Fiy4Lo=XDxw$I5ii^ zqp`V3WVfE&=UG@A%D}llHCDj|Hg*%so34=Ztl_nI1>9lQ(_M1K8@(yMT`_pj(|;B^ zA~N)th1~FN`}A97=4vQWnoz8Cp`UUy7^AUv=yyub1?@fSlDXm+?YP9>$Od7>nd`== zv7vk=ugvT48ga;&dSQ|qxhN2*F|F4h9da0S289RNHOMsht1M9*lWmYOsxJM?h+2$Q zi&YsuReq-0{QPXvfSh!h`XgT=&BN?0Met$=8(3ja;U zh_b7pK}o*hzql^LfSE$Mjgcy7H_w09)_7iPovN0mHiR8cq+>%f-Bu%YEg{dV%2dDW>a}qg$OX z&EUMk$b9SLY}@;3_H6x2w5-S=9sTk#;27}Z%5k;p{dE1)-;)JGhF~KoY5|8HCv6Lm z2#EGZMU$OTc{yvwf5M5pc;>t=xT5ATF>4)Pe_Ui(Q!Dwo}QfMtvPvwJefh zFkUNa#5EL}@EcmlKIOko%f+OEx*IS;?gl_-dJLp~YHoRqaLr!v1 zI&g+dT+i|NxLE(!Hw}|0IGI+x)Hy``u1ijlbT=X!8g5CfMZW$+qHlbuNV_H|>z3(Z ziv7Ll4m;93(YL(dtH&=Gr=_KwS-f>6w2+>>{=TC*a_0%c_d2W`CpcP zim5;kqqzoZtl~QS)+{!;fHjxoqMBe$Aw|yaCuAPO&_p(PRPj@1oyI?K6s=D%Q0mui zspyGtq%$t!}5Ay<1+}Rn-Ho@8$(c3V|8iBb!q;d(B z$J|S*!OxV`gj%j?Uz|Na!REyhPokT|Ikd)3lz~&skBo`=4WN}Mgj$J|f^@tD_x#lc zT?hSTq`2$)|Lpi+Fi0>M{BIpQK0eO2ZQEG2Y8Bu9_P3Gc7YaCT*sy_n?zx9zu~=!n z_W0wE)6mfH8`SqIs*sGAGjvtOs~Y|N14N3#a4l$N8tgMn<%4u6!cn^AL&C87!M$Oo z@3)J10vCB@G1!Xg$q1U=0E z>mU86wDZ(6kC5^SgQ{Qcq{%voq8ACB-3`EW&lMbu%%{C3L9!?eoORhJNcvmRB@=-O zAy{^{eg{rdhG2e-;NlH0dalqwW z`dV-&$FYnG!!f?_Qe3eSQV;$F`>l5XFyLB2Q>mZR#$rwmiSJw7ny334w_~ze@Rrq2 zr(4!AR;;JPG=T5GgW|WW*h0=;!`Gkf!Q&Qc-?z>?hFQ%qZEvSOEzYat(;RYK&TQI> z(<&V0?E_x|Nx}%$kq!yxY0TV-BB^vvKSj=0?t?BXc*akYJ+PnHo9_YOY^<3Lw!@@s zL8eQh9@=BhP}I$Y|M~rRufHCEytf{ultanJD@L}QNsv1D40=%|`A4Gm{d~L;r?tek z#m}p7zn1Wb(#^If|CT*lK2mwDaa%3pduCp6Ty*C-E^9bL@X*i6EWZo@OI|o6x@^Ka zE9!X-tAnA&OKBf`oRUvu4|+Z8sAm+{qyIu_yQmNUllz-lwx*G#w=KebOq56LKW*X7 zD|_)i{Lfex3VQsx&Kn6bjXOQbBkAn`T;tx2tO}~Qk`WG{=I}6f?>~`=WN5ojQ1wTw z-E>dw;!(>V@cPUT0FbgNj6$A5$5LV*Vc<`fYUzu3XbEI1YV-}xIi9>whtCZ+mBeRN zhljzyT58pCG8R!I?JUO0n_U#Jk<-O9V3mtB#)a_Zq;DYrIo*y)(x}mAFqfSO$H{Jq>4iFcy{Snat zM0a`V4{s)@PgQz_uk)X!BwJDRV&(X(?8ZQ1BvVU|U99zip+o3S9~e3Xw|F*(?L9OX zdvOgshwd#0cS4=G_WuG?V>3I$ZwH{kon$WWB$YSQQzL?f7i+zn#-1iscJKhkOr7XR zlr%BcsiK7qrQKK}BOLD#njCH=OHFACcXWVgSj~;RVCUa_C?vyaK}eUdz(8Y08@*uBBF(`%0;{gTf<&VV$zC2o!=(bYLlel zEG5w7=L6*4xj{1CMtb%6SWLp^s4>S0q(`vq|0UAWH2@@oVh?bprz<)dGc^my>2_*M zqm?>$M;-;+V&*@-f%-5#ZO#A%OygE)^W{^d^GYkw23-$esNsE z>_qj|VV80=42bBs=Jc_rw3UVK3H-XqP|9ZpacCv7!S+g&I&6&)w3`@1uDFXf`*; zyWax9vfdwYA>PH+^1h17>TGQfwo)4Z^eGZ`A|o?Dwx6NEn*Wu~`9Oak*hQq+o1MmS zdOx`Z>rkyC@Zu{@lXliplC78wVFb+vy2;=|_nHXKimY`}vGbhw3cBuW$JQ&_Q<=J# z^5FOy-gxYNWbP65fLY*THTvZnguyXcs>381c=!K|-DRP<)*X9s*ZU}L_z};Y6&Zng?$eY-@6a#jc>tf7Dlxt zHH$Pph*2y;tR`~lf~;!8ZxO)`LzS>ubR-Ns#LK_# zm2=Q9V*f{XvH8jycpz~F8-FGk532`uvg_)<2Oz#n1Vx>$^AuH?8N?Xc>$@4X&ZkD2tvK^f4+Jdg6GJj_`a3(B zf8VERaf$gf|IClcwJv7Rx0L3wed0$;GCz~v$aFBk>N8@U$ak&4*?b;HRlZINn9w zOwQkgCYvdk%IAppVV)U5^|#|r2`v|o*^VnY!FkVmqK4Stf^wX&K0!`#5i5!LX*U(f z>o2Vm_3sPyVKW)c$@v};=r}taWLbEUM9GD%ED#zq2Z$L?n(foLR58c1iU&iIP_$yD z6`!G4m@+k^Yce%vahyX`KL+E z6Z=8Z9-?SiaGO$0<;9*jXqr!(trvH3j=WiD5;)|nXrGr$L46AVwtNg%Yy{QrCgBo6 z1=V9Ap?UGkbA-psti7Q=*(G9`ErIb;c8&ASVx_88ed9eEi4BfrF6*-j+)lv zvkIp@Y>cDI7Gg$#sjM(MT3r!_(;*6~%o6_)0Cm6q9#T^q;~iVj5u0@L;9i)XKk)>WEgQu$Jxt$%>**X2^zG=wj}chE62c7}suMwgRKbkRtdTA#tn!MC?5NtpWXi$f zz&LvcMD{&jfNcwASUT^u=V<-EFw%RL;J9#^<#duleFq6ob44UhkxG^9UQQEp!X_7} z(Px;J8mZTXfR{Zx%X!CYT8#nDYQjO=Fz{`5-t?va^xWGY7PR8tuIp&b_hCP}o5=p> z066(gkx5v7<^j&1EYMo;4tmyk5iOx0biLGLrUl>8dau+>wPa+vQ zy&*xtJvJVs&R=4=^%Mh!FsPR%cC&Z$pHn(;hE;w+T|bfR!e`GDNjoU((6Mq}iN)qK zoG310xguB2` zOTsy^m{ekU2VqCN!oF!8+y!chpS$0|`nrAqrb=O!5B-Q}=LV8xfwB6Zej00im{aTC zTWNXp*r|Hn<@+JVzg699N z_>JTX2J5@CEKxB}Y*5Y2>^JybiTq#<{sVT7B^fjW}$YCUoG( zjBdOgmnIxH|Kuqc=|>LMVw8Kzt4<%k;%W>-VzW=If!0D2St}uz3Yf|QWw|{&QQS`Q zJ8nZM3&Kg7iX|JvG;kVqz7VlHY~O}SGDzkv$Yt8}CSwn2R~<1^2vrwztTlUzg4ILD z;-_GUHPtHR3D2BFv)DSG|ZhsH!1YHMQcc#T)>1%cUQ}A zH;^wQqMv#v(Kp>wna`)9jm)o!;5TORB!!KTxBH3P!eliEIZXr}3`3$t8K!3P6q8M5 zhg$O>Vc;^Qai}7IWzWqa=^96rjcDa{`I79vVaO(C1KrH1f@NTqHEQH2wo;0mS!7i6 zIIxq!mmDGI5NkwK5qrLZO1vbFGmubZjV5ClOHl-D?XfX*vkl#BWu~TFeq-2hk|vLX zwxONkvt}!ihUH`>Hx@|*@tnmN-pO+iovLKj^PVu8Y-Y;RT6rd{a)J4stuOJ2yu7%W zL4Wf-{V#h4{d=G3e91HDRaEg(qnbglqKYc2sG^E0s;HuhDqdE+Qf=0%sN&U*s)Jrd z1#f!uJW8sd&n>H;CY_vO-L* z+t!a^cT#c(IcE_9Np2%Uw|X2j32P<_fE)}GcZBehVJ0ggsDp(?I4l|gdxkoP_&y08 zi%H|D=M1bXMP{Jh?P08AD|y{UxG3nVyKCOWtfFws*uBJ8iVXjSWrD)K{Z~##J4Icp z{k`i*7gMBd0s4kTHgjHGmetRGfzK%)A+TITrjrFLZ&+snTIhZOo9usI_WXG743S(r ziAK?~sxf zAX5b~9v2q8fx{!UeCr>7jq4La5Ng}ezb1Xjbtpgi8qphHCw`yVpv^VSsMb!QBr>CE zUo)FNb0sI7d3=w40|51szsF}uqdR469fBRQLOOyq7NINb;mH{xY_>UM!eUZUbr}PZ z4Vtf>#4$6#c-tnXRYBDaIDO1zUK{k&e-AY;vYWBcd}>LNrk2Zp_C5d%o1GC$7#$Om zQy4y7reShgka_B966K!1MZ-!%@(e>C`D;o!@qO-Z{fvoB4VRAo7|kcLRL5&XNAIqa zKS8Y%&tX2)ioEkdZtVFwd52(7c$8_<%}XfBR-8t;zWw!YV$|M@MOSGXd;)-lt#3k_ z&LIbDAur~!TS_u#X&_Uy<8+AenrT{%<<>B*6 z%$=|l=c(Dnm=%Myj&lH5)eHq!5FMGmd>bILd`;F#yykReT&(0N$aZEjUM_a%S@>Ix z@b8YxzIhwF-|_tyyms=NXW06-a`}l?VrtJJ3|%Lu$-kCRNvim6;vo;3NGUiV&H z57fHH? zEf>QTA0y>23z;b)(!M6lrCfz=;wa3KaMqL2os~5PAnp@cRYek$b|PCtr(=}Zu|4>g zZ~N^A^JTyzN;lho_)hvu9-bW%8V&U|WdSxRNZKb@TP8^(p?a9fxKMR*-5y&JcWQ$8 z&woznHnCsD-D?P#W|4HAoFeun&7m-;Y`W z6g4Sfo0KdLTyw+Bh8I^@d-e7R3DrZYXd{vmbE(xIV3BJY93CPeF<%RYoq}$mIe(#2 zeiwDMFme7k4c*IL^09fjp<|%Gj6`0Ys)Js|YXemWy^0E2{VAM^Fk-Ws4av}{v1J%f ziOn(?f|;>74xiMpt`O8a&21v9+E6Xd3Z1Lz{Ns#vUxjYS*vj>RL2U}9l%;6(P%5hx zn_3p2Xa(%%96JvRs^QvYX11QYm-vbu9E>jkU`P6gG@C8xtFNtW(uqY|sr|)2Vp+1B z{&r#1%S8i=VxZTzvTs;8^4CB2O)lK|LGp*5rX?!^4Fd~rz*88<_U$im%gwg}usioU zezou~x$xj5AHVH|^+W$ZK*AtXR5%n74%M0#2_JI|81op32}edW#?ulb8RLtzG{V)KToRh5!qQu_5nKMIT6W-p^ z&fo1`$o6Z#!uXU}?mFuVw2bdZPDIHZ6`BjyPz}bGtLT=_U@o^iS>rjw-#y&M>J<(y zuRjSuztKYvPttIH7Y*zJKtDH$ed#4=CM!9+Fc>9GB^{oJgn?W(2u#sQlsbbmeG@cC z1;u%{X$LM#=~Yd84{hHFfHvEQ%Ql7O_&&yV9|oZD`t3OM6t3(H_6boMpifV-`;Y#W z)hB;IR)1a)FY64^dF^^kZZX!=q*<$-Ci2)$eBEsTc&^^a!s0pfRDwd6aFnd+SxhU} z(c8S8jv3J_{HXU50@f65vFFG;o>ydVIldQa>q#{V(Xmw=qZn%Df@=+35B?PZfstYK z&96i8cCn=Vs5|p>#O-ygZHwYD38$?PUqJL&lFq9PvUS3#j5t~;8D{pyx(IrN-9lcVApy==*EJBwe!NbJydE4ph#mZM+hrm?PmY_dz#wS{TBrCNV$t2mtD)*YU4YTj{8C5^@SE z{QRlioT|N&y(7&O#Smgvpj|35ld!P9Nz{GosU-V5uccN>(wP)N!%5#l&ZgQZsB%S# zf5zNS*1m{z!G^^uoIXdOk>KPBy6YwS^TP2C*%EXO|BBLFj7htwB~B?$!j>6=v3|^| z*n0!oI3~R$%0}{{Zr+-jAz@#L+mxz2Qw77ybSXeGZ=uaQ3qX@2LelV3n>qPAkLm9d z*Qn>2I(r14IZ11+SPyK9ifSm-GKr%c#4lQ1jFiNByx1?C-K_4wa_$sQ-FKAQ!$SZp zdH>De3s49&A(x$4xs<0=Yb9f|k}(T9d&~&XH*IH0W1O%_1XD)o;q-Kfxg=~04+7ws z9cDDRios+EPkBrYNkTTjZq+$9BNmROwI&=!if3{wsWl1be#|}}8J&X7j>RIh24q7c z6%ds5iwgb;)q}^B;@q5%LU|tQKAG{FC8#J^5Vq5JHh@DZA?X^bQeI26G_K?Xx$i%U z{kG>tJ70^aX3(ps;>A&Q(5tAxq2$pF5wS05W~{L({O)GXWQFmhC>pg*H8j*&sB?-9 z)T7PemSV_Sk+dc@+S#s+Ocw%JWR>|j;fPqHV-)@ML~Jd1EW+qeY(vwgkD z0Q5M|Lp;Fg;sQ?e3YFCjD;F?pZs3yfpOdT=HJ+c{y@0n}dk^!EeurR_5SV&&pq7S^ zgeft@ybfVJee3)sy!XSmfz8g&>+S_$`MdWJf8VEQ{lX6_*M5EZ-y7Hd|L2^85W6Xs zLQKz=#j9E*3?vc-EBT@@vg;xzN&A|~n7vqZVR$Hdk%GyASufy?4FRz0Rw1&~B#jXH zcjvhLp}Q+%a1k9Jeh>PwLnr}JTYCAA-_6uxd&$Q$v|KG5!{YMIOxqec*Rq%u9}pSz z_)mX|yUqg^3w;CPx7@LP4*4(N&Xs?2KP6pcyp!4zmRp>B=^u`=Y?BBejgFhRQ2$15 zns=0Z&lLbn;>KgdapvbJ%onVWnv*+u>(zIVQ?vAy1cjo*GKh9yH@RdQYd|>T=7t7L z&+g^imOm$w7LHP*JArDL=$rI1n-KS}JJdwTm8GUMiLQv+?5U`UTHo^-u~#FcGBaZD zrGN1o@A>C9kyw5!fy7CUe@e8~iyRir7n4?^`4>XLK6~Rk8K(u?Rd@5mX`x`<8P{3l zS7_X{nwiz2Nn%^%5Qc0bvf<{6V`KJcI0FUd&+e<#8y_6Ea>tT$=q5AnVs-<0K`V8X?(-$Fq|IJPwoMr zFdd=MJWkfthFTWGJDFR6!(5^>c?7*&_iuAG)1jZoJ#-S)FPt^i>ZH%U9G{XvEw`ET zYO{Es`Y9JKeLojgik4ifzHlu!-Q&fUkMW-S#q)pJ<+rfa+|QLAvz6a|QS>tG2y!7I zvgHk(J@{=|Mw5P=eoXakI^L4liDi zVh_v&JIDpw$X&gnQg_{5Jcc=$B<*b?Z5Eki6Dnq{fHyf-$(Uw+O_U5p1Zv8HswLfo z&ypr=Enq=7k-qd8S$lw-x1Lvfb4O=lf{B_ombye>FD?Z*G!kY>qm11to`s2wpOPli z;7(FB#2is1t+FP~926`I0j4|IW44#Rmb$FyKBgq=V9%1Z+ zC;Kp;IDmU&BUzK6ptYR;C0#u}Jjx923&K#IT>5&XVxEn&51=j*R4_+omads+N$xwq znOlV`{njheWJ-2Yi?-k$5(dzpG>mc3c@<-gucN-~8n)E65_{kfy>I_ImmX{b;EZ!U zr$;=zW8UxecD|H1Zulz$F!g!N1Js7Snxj{ zvzH5z1zXGi6C!_>fWrC@UkN~I`x|Ka<>%S`r;q%`=bl;qw#xszj$EMb)Bi|OwzFoQ zFfzTC45#LrX>vF@l@j#OZKdNJ@LkWYCt=HK;Q-g!W6T!36kI`KwMzkbzxk(pbKn-X z&Yz~{(ANR5-T6LxmBlog#wub;eqFRH(~?QrG@-if?mvvnV&h=*ZA_VjlJmxf^H|>1 z!-&?5Ql_-lN)oF-dK-BC7*itan>cw6@6p}7f2#*qS_o>!j5ahKN=3bLUR^SgvIQ|U zFUC|B6SJ9%Oa>M)JYr{kjaX9+Nv7AjltR%=yLkuz`|v4@RFXw=Qx)OO5N8-{=Cw+dARWsB1J#0KY2a-cTHE0xqQcENa;9M zzi@cWit!6=Th!g=o5DrQ6(#d3KC^oyfFD zZH+j|aW2+G*j4UiVk%;mRJ^6xN-#q*bbOHulpMa_c}#!bcyiN+s5$X0zZ@0M;Jzm( zSiC}K#Oa~cFS5*DYn}#W0$+THs9yw0i&#O^*znOydHPeLOU%XcipziYK86D#!0OW? zxPg?fnM^@Az!7@`4c08~T!geu1XxOjg%!4wcn6<@v^cNa<|GgwK=pM~?}$~t&s@xr zwAW%+#TZz7pToN>#5BH2IYNEp1hc^fjJp;PEQx)?Qb=J^3)E-(D^z$1gE>vfl$zSypXo8Wjvd|6o8;7KyufU znAaC5nM9U;yk`du1HVS=Jxd`kD0-o~(>&4mZi~B3pXRxlbZpdkyzLm}O1(DF9|WE+ZP(sc^`u zAZPW`nmtXuRj?bfCJ(-7Kj{a5ig%3=+{5F7cob_QhE&e%so@qpsd22sXBg`f^v>=# zcA(}<*k(si?)?M+yB`xo4qyBhbYa?A}8X^Zxl6{ndO(^JoOasnS30n z^)dh!b#`GO@r(1_OwWky=KHP~!CFf5^xO)rii$qXlG9DB=)ojIZC=!+N_Ho)d6!_# zCpeiaw~#CC=Df0o9{DumPLc5{XlB~!#h#90F0&1?!FIlWW-ZsQc^maPQA@j2eTJg! zdMSqR_lD;ABHQn~_gZF-oFnw!_j1H0TGln#X6b#A?D>nqqGs7QvyeKUc!oP7PgCn} z0o~y6X>rWP#X%u*wWyO^Q9S>7-O3{U7$wEdc&;ou*RYxS=^`O@9K|o@Y|>s!I%`Fd zN}MSQO0wkX#3yBOY`7A8MvQ}zN`fWNiqg}JhQ+l-^e~MKvf{#bm|ZBuwbH(3yop(K zr;le>idJ*dDubnkr}0mpWx7FR>Qu?hyg-yAnup<-$PNc;V|a2i6wOXzilFpMx1Qm5@T$DmWAc)d(A?o@byqu`kpjT1F zi=)~Hy^8-avU`7kZWT_uDIFvF&@ZW3y@b(6g}_(u14Dr5gIjyU)qrru42PS1T?eWn z1hMv}*0SCH6i5<9i*QoBr}l7s@tqtQ^su-^)LNzrW}ZC*ch7wo*&;Tw;w7(R%GpJG z-(wYOetiQz4Z5en_hG1?H@uh zgmD^-o<}}?7$cuYS|-%gbKZI!(P1)yHi~9ph>q&5IF%gjJHN>6b7ujleao%PG_2s% zf@^={99#bJdW?0#0s8fZ53ud4x6r@kJ=7Nj<+Ip8+ zkG6b(3&QW_u8y6U@+qR>MSSTA5d`>D@GA_hd=nO_Kp-I;>M_qEQY9w~^M}zTVPxB9 z`Y8sQ81XFS(1>s#x3~6EcWyV63$`<>iF(RKlaKL*iCd5)xM7W;(L1CJdBZ_ZSHtfz zbT12z_s&rJ)ekV&KTX?pqQ*C|@g|;IbjyGG8Bezuo8VaoZr z(yCbR_FwRFLr*_-gZqiJiDxQw=;ss`uECO;B^?yO9of*ZJ@pVub1Rx(ocBWLQWl>3 z5v96zE_l}ikS^JXw6m7}}<$6n~$AN>n1zpwN8_c#6++p^_c=n`d0 zVRe*(;v^6`hcYz;Kz!k5RFjpGY$X^KLA$Iw%$TVYkCMc$2_Y^;D`L`$I1c_2qg0mN zU$%~DXaS+|=a5sP=Xtt)1sSU!Rkons^KJkdHZCD`)myL@(?lIYb0l8!&?t=(II|Zm zCY;05mwbSSo_4Txl|idhIJ}Lc2hbcolHMk=N?8v>_0luDhuPYm3e7n@egq_mf~S^( zRXB6HY{FVhGv{bzwkS$#Qbj8cbCDJM|DIyBTu;5@7K&CElA+UEE`4z*#Y)}!ML0}3 zg85NgQ|IBL8D}zsTEKqg+y957_sSrCbQiDxm{>>u=|l6bu_?Nd#;%nv;&ivt-=$ zmHjGV4>OUkWmW7kOi@8`pIx{O1Bu{~hoKzY9$s+^N!5kbRHCjVeoNHSNJg_0GDWZ# z#WStTW>RK91>H(>>Qv==;_hZ#`6#Xtp;KYI`kgP?xV#*=*a!XQ51z$refj#JmkKF< z@(&BEebB3T)uWn0ui}4C=-;92J6L%m4gV zO2H-!WX3F_maNsEz&<_#(JAacQ4gjycG4;h66p4EWJ)+neIq)H=Si3|%gNRXBUXCo zyLfJX54rkzWbMM(NyN-7v|hmWgD-Q-Eq@1qYw{|F@B0=FD>l=&_6`8*3PZogyYt#b zUbkVDg&`BG=_J$=MM}mnhJ>N)Xe#nd;5r;iu~N^wII$NDgUptjux=}7)zi~2?ws%Y zJf`zUIrm{9*0t#~S7NHIXnDe)y$`)L?S?2P>Fblh~nB6X(j&x(Q2v$Xpe+<2@g&pcI z*wQ0vMpNc`{OKsZN56q&{S*MZ-t-N&J~f{UflZb6POWoCNqZW|I70Xj{u}_kYcZy0)n<8I~W{7do;MDoIDue0ei&mLhw%CdJ@I5Tg* z?A0k6w`^W5(`JRiN5&X@XL0#p1?K=Rl*9CZo`W0rR z%h1ijiS_^L+YA@~l9T&RvUZJN?idElc3whCbArpiXIh0g-9*w& zyWPaOWp86%R0JC1?nXvu+&IFUnaYZqUcW7ix4jjG5|@@lP{EYWklprhpW%6GiOwX&9JwgN7NN?WDq4_-&XWnR$EQ6n zi+MVHB_30XU{+)}C+uA~9B#6@gSlL}y{C7AoNmWd8%7-#=Wxx9k#Ag#tZQ7D6mvG< z(OBy`MZ{E3Ru#`ms5C;t9wymdi$5(C?@MMo?%C&`$yYO;ITxqp2jAi&j|n}S*oV&X z!<`CmxXeUTd4EYb!jv=<4yDMnqrCUGw9_{D1d;Yu5{HET%;C>J!-~6>Gk#>aA{@8z zQ`?En-%i8eQxs}MV2{ZW^y$OYEL(+I))27d5-4+%kcwjtiy+f!c{xiHPotUbOwJd~ ztD3|hwUN{0T_J|d;<#+d$}z{K9JyfUnnhxqooa$;riF?6)zn$eh~I4Js3seQ1#2)B zM5f(WiZGZDQ)AEKo)OoZYz~nw`7n$SZcAAYrZ7%p^a!b%R;)4M@Xs|ZBQV#85}!iz zRGJUICQ+?HucC?<$1A_9SMi#IP0!+(5KdeF!}|%$tEcX(8&_~Qs43f-X?$lPy)itd1 z?5Ub3UInMA+{55+7ZmrPL;mVcGo*09qo6KUhS3 z{+aZzz8-*kc2rPWV&NSPM;OlchyU$XD_=hQTy%?_Z{IHWe9uQBn8pVgoXB9Yh=Fdd z(5WBorDCv?b#sMn^4#Gv&Y1n?q`iNs_y>IF$%ol;o~WAd`tB=uo1G*F(+oZKr@uP( zFP(FMXIFjfuTS><-K=@(2Sl&Ch}ecajsC{>a>%=!#vh-7xnCF=<iJ;XQ#r5PA4_Ox^NzdM9O0e9-eNQd@Unb~)*~PO|v}%g$tp%RyJ^ zMbug)=;>;#LyyPt4(=ox6sM$V*RRMfx{3DD00%t6{z>Ol=9UgoIdzC5&gHLV7~c?t zzi=A>Cm-qMtcO3sZydK!+Wgnzha)eA8JQ&+^!3kvjsE}qDK9+O$^7@pcXF3_NS`{z zo@?%4%@zr=zU)4iiMWjtPl`p6r{x-PLx$dx!x}qsYR5xCSluXS~ zWuIzyF2bV9J~7!gm)ZBek8+C@Yoi1Kbj3v0;RS~mtxU=a+@=gI*}aUJYf(M2PCP#~ zAGcj&89SI0c?JN(Y~{eB_mN0hsmO>!c1QSfhK{83B3DPu`5drk;_zhrJ`n%R@hGtl;D z=Q5+hPyPRJ3{NMDER*cMeb@BQfekHu^@&dr*Jn*L5l+Oa@!68p(1ntf0IOL`LoSOi zH;&~>3E1)Nm(emg%(hp{)^>bu3+syf=oSl>9(hjVdylYvel%|Y03ZNKL_t*VCkI%6 zhlliXS#KTTKC;J;5I%B>qG2gBDB1WyZ2diCiz*4*WDbWiM_}&@q|UmY-#sfq61&|@ zb%mK7+d4VBRo3*A$yuZ_(gmfrNXo-hG|HmwWUL-WJTmt6LpxaRp2B`$7kWgf>)w(X z*iA(^Olh2k1d2?07Pad*CSL^%Ng&2=wWFruOg#P+-Wjr94Hh?1-ZK9mGdQOahOT4i z`f0sh0R_AjP;k%-D4>7>3Mim}0tzUgfYS>7G>gQY&TAD=!0SQ5K`-DnLp3xaHIni0 zfBT1Y=4x?U64Nb)EH*R2J8q|S_mlKJA>u6l8*aqX*UreFo?}79F90xnLB^^VQam-v z&mNN6=O3})dC|CUTQg?73q*$-WF5?w2}Ce+Z7;-A>zQ{dDJBVC{8W$2~vT$s->dV?3{iFkEjU zTkXI#F+^WL7(R#k-CXt6&oCHlW-d}&ToFCWapz)Yk3NIxlql9^W-XzsWEmCFc9zZ- zitLlmWNDe{!;+X{)|En|kFCEP>u>&(xMJh#I%yZ#V_!!9b?38U@G&avlHJtYMI=Wi z@XqwHe^Bn(^Yj6n{Xb!TVmqc6g}ITPoWi_(4Oyq3c3r5ni)y-<$~bV_HA);(o0_s( zu_-CkY?@N*NdAfb^J*$@D-#j6@7?q%HeYl*rQH61Jbv5S&v53Q*WjxyA@}Z&15mkl z6MA(M6>Iik8j!5#tU2xUSnBXv;uu>+n9Xv&v}J4y_Vdgsc~87fgZ_wzYHx(bgwWo{ zybT;1FJpeuDJr%||FuK*waM3IP+QStb?o^1ya$LAlvZys)jpFP8E=P=pIkL}s5~FAq z2N6e!v>pSh8JlJWz1gv&ryclcUexJ!j))4y$m(v?N1Rdv{- z^3JH;?IcDgP*jyjhtz`C)jf`3v!m!5l{uM*YBohKnQQg3}y%I-*WZz$Moy)4&-T3Fsq<5XPBaP(T6fBzp3iy8q1qZ!=*My#qqu6rE zX}Yk2j#rJ*A1h*IO6Z5_FMJtmbP!a9;}6K@R+PN<}4kTxf^pb&UkJ{f20F zKUZFPDFBZruI6onUq^rVZfs|X(y^<$45MWMPYo}?pSM3#B~47ZD{+|}gm#HgjDPlr z`PKd7Y*>E;Z8$H^vhG^?ue_F)UwoJ6J7xPizxFWD_QpS~w=hQ1MWozqG`3E0I4ed0 zS=e(Z&HFd>GM*PcGpkeB>r*UkZJ@y;&wT&2cTS(@&*RSnZ)3x+uBY+BYRt=|1~vJ} zeN0|{J2|tNs9EZ-o6|>V&sMNJvz6msq3!C1O34ckuy5997>Wqx_dH7npIN?>uv!h> z;sDoYGn^{A2D1qQHZg2R?X&1jR^m;Tt~nLs?2#Yy z%ewO!?h@yJequW_&n_jKb5r@~Hv#xJyN&Ev6!TMVEY;!|3_iMC1b26LcXvq$)-(`ktZ{dDcXyW%B)Gfl<(^mP)vaB%f55J_ z*IIMVZ;a7aP#5908U}H>@sfYq_4~Wj04j(^UzB_oR~sXO@1_ySMwe@&(z5Ss2c8NH=-IdvQg#k}3oCQo38Tfm0Q zpZG|1id-2F#}e_Z=L2J-fa`lMoRqrv;$teIYJSi)?a zb_DS|K7GyLKnlA{N)rau@dK2s_b+D|L=>^kd*%(vQsTZZpik852srhzxa=lg|L$VU zcKGpM*j>(fYu}tYAEtwR#&g9`jdx($UiyZ33>!Z^m)_iLLqNl;zqZJ7msb zp?a1%G76HrfUGu~_9#9v)d~gd&tf*moRG1(@h+6Y8}s$$i3{$2NoJu4U^Ghm`_&Bl zdblLX=2N@Q4?`T^+>{$4OlqAvf;`c$1!exB%NMD;ficGEx#7)R5WI&V6b0C#e23;=8`7Q zN@wBIIy5EjL-^xg-tssG?Ma!wVxkGF>(pz)qr^Qm+kS?2uZsL3kDB8QwvOMHFeJ4D zhsmlZU+%&ryEu9_RCE4L(7M#Rq1|}xJ9A;Jx#rJ#0lE;G62)}ggsTe^#*8Zx{1U8{ zl`&dbR5lID0YuI{llWcsnbLhU*n9F-mK!4P>V$+c04?pOJah{( zUdR0KRs+u0Ehc9N)P=IC_+t_1YpNL3xT-ZJ`1StJBG|7A5Ewt-pj7M}TX%JWpcegW!M+&;jg>)k@A+3IaSyx$EqiyojC^JcORR^~GOTzrHbd zx`wdQHr}%AtvIG=9TyRm;J+_EOngDrxonlQW=@vZh6Es$#TByaNo8pC=Yg&WKzjq} zt}NMq(DGX4oVwE$e%G}|tX>^meoTF4LzdZ9Qm=kGgU{&gTfQWze<{)cJ??GNT1uD= z7w^tDmnTM70SmJ?d-rgMfm;<<1o`2CzXQYiu zZbO9?ZW1PcH>~W$7E{5mFaSDb!At2LrO7;w*67kmYsn_9EHscJW&BtxDsB@=XYsQ9 zsausn2Lv=!KvUWo7@6*ej>{&!URpt!vjZ|y(8B#P^cET2_D$ju7wd%ilP!St4ulc7 zGrB?}>$7?#_0rRm%i`MwlRgu#b+!4wQ|zo^0-F%%n>$IiGX#^h$bvZ2w3 zQ52%Y-GjT{OpQD`m)f02^zLDAo)O@3s~0C}XMpP5qbo}_2r#x*h1L`WeL}(``lL?d zSrjFFuX51_>}YJH`?Eyy3$^TI-Vvq)Xvc2nopCb7 z1+E6NW0;xd!obcbcvCP&*AUfrKB1TmIkj$>Fu#Ia!X&*?+6U&!Uf#UkQpv(E>mLMS z?)l_e{R73u*R@J7zcj14b{5lpAKarhWy-Yl=aBSL_O)kdUm&^>O>6kLShdme9Kc{H zfB*E~SGSGCM_rg5+!gyX#IV~=bkN+Y*qoV*X@lOpme9{U;yb+}*Ea}2V`|pUF|U(r z0QlSm73^ZpQnG{A<{DM(DQn4byA`Ef)e=d1lG>NZkdJfor%{YZV?ETZXE(o2l%b)3 z!a6Z}98nyQ83+sIaJq_cEb--!rgGqeCX_3frTQpjOxmC}fr3*Dy1KePy#H0{q6#%2 zA|^`0<1sT2k;hDvVob5`+PAFNagr_lX4{4r43j#4{Sg~!rg>tKX#suA6bqeA`?a+1 z2LTC1QHShUrq|B>uS8Q{%ZkUcYii#omnGTMbL~sMBQ_}&(ynAkv?%h#V#Agv$7QcL zAtc>gvW%TLB}4>Ayy+^>Fb5lMX(LQxp_tY8;Z|hCdAyRlI+YVeBFQ;Y&$^&Qigah~ zBcX@79E(mgZ;`nzQ!U2F|8j$W`r5szg+Xt5>Cik$&3zRMxZ@WTAJu7Duu_pFKCUQgY7k+A(cNH8K-do`Tf+3Pe!;q2!+EG>KJD)XAu`IvV?)r3hs2_ zt!$(XD?KnrW;aPzPR?k7|IrCe`Q-Ue-|O}me=rEXkvQHfps*}fabHz7=nkRxHGTvk z=u+6HvnXcl?E>4=@ZIM_y1=p7vH!ZvcUQez&hk3(=)dro1Y~fRb@E}^>q8amT>o3m zi;vK_IWD10NQs#bQwAU;m^9E+G4%Ni#feAWe)5_A{w4F|C&MT27j24L3tm}!ShBWi z9s*mx3zCgKs!qp7n1TY`5;x%1g^ZA~FL2yUl_YNXP#d-L`y2?bCOColh3$s75XDyC zSq6I-0m6^_kY&=pHf%mA$5yrcep%4wP1gjPp=0+`l;N^lkVkEJVqM@0eJckYk8J6Z z(=k~1g21Wm&>u?HkEV-^6j_!COQe_SBsD%FNBnS;HN&hVt1{1tp+pAR%HGkkNpB{B zsV`ucWaLFKNZi8X`0$wS#fmb6rhr&^U)9AE_>AQyCP?3hCBhpXxKSpw|!deG$`R&f6oll)Z5Te`Cpv&bmZM#_}) z+kNy!Kh;0RD)*RYe^?7}WtTQPEuUW>svnAIr<>X0l@DD|n)I>RM@*tM%5RT#^>&|-eU z!IzlWhbeb3l}eJ^ky)ikTbhq+NED@*WD4$>JEUEE#2yny;^G27`!%Yo4@ap-!&FkF z=O${)W=iNVM{#0_U&9t1t|5Toq_`9)Eix<-i-m-7st8?qt4DR&0`t?ZG~9ID55V4; ziIvPUY01`$60iMH<{50704=%?a8;esGe>Xdb%D`Seut-YqPP4jf6h8*_xI9Y2yXD< z^g6z%D&^3%VeVRp*S56wgAQ~Qd5~fJq{H*H`sWdd!?K5t(!J&WKaIIB6(-bmrkIcA zuIsEKKrE9~nJ6y8kAH=iA&Y5@h-QzO!b+QV;;Wbxw@w5nbI;pT_+GuJloYpOR&A@I z$iN4l5Bn9x_fr*uM4Y3lr!b^lTZ`vgS|L9`w#eY96)xAXG?7)NEsHF9diaHk9bZch zAqA5b9pI@ihvPO5h*F-G4-&ODOe_fzVC4u;RTUn4ot>H|Ks76-<`DbWy<(Jbtz-6( zKxdEns=oJ}O?q9GyLZM9VQss#uALd+#7#qmd+bBhx`4QemmemrD`7abeAT{z6|QI^ zIrB5*swxeJNs~F~k_ZqTYUg?UEa@I!GU_(mGT>6p&A~eDNrKQP;V_U@@=FN~@Ax~i z?ahnRe$ZnXKNPyD-c6ivj=mdvVI6a~wDjW-3)d8jJ};NtUD4WBJnl;3wC+=~v$7qW zwg?nY$R2B)E1>z}t7CxS!Qykqv3B#ZU;ZE1~#Isshh-JgwS62CQ7*{lx2MOnla z;(+J`xY_cvN9=;SN$Bn@0?Y3eG$zX>i@S8{{G1=ogl{)cd4>R#H1=m6Yu$0}-T}re z9@4j-K3cVH9_Gi3cXRmnf7XB|=*?sPpB3fUb$wiGrG@6TAz|?trna18fn*gE)T5T{ zZ;487H{8TQZk6moE=;~)9*Ls$YnaT{2Yk%{8w%q6Ae3PInT!Mw2{lIXu6gtgsV3mU z#%wv&GG}D~edSzFF3%Ix8JcV=3A%Yc|J~wp?j?8m_YxlplqNi&)DoIzDr{vr00p%^ zjyK32n}-dftU1gnu!2RWgm70PLZq~g{C(i)QD5Wn^Sj*?y<-J#X$u`V-*St0)St{# zM_evvCG#7ft*O{<+~J+F&4P%ZElx`UaE@`_0&MDR`+dN`DsPg?7a4~W9)VRI)3(zf zpA&shSsf!R$~$u_Jv)rAB7}$@p$+dk)0tawmGbrpZ!w|X=IC+?MzJg8ZL7;E>n-TM zP^6XHpy!F7nPwLoAYj%1{qawReX|AOA34?5X_>dt-au*$AO+re z*7Fn8H3%hDVd$V~9$mShUKZf~w7^&Vt2WYK&})YArH@A0&8FV}xZ~f}%HMZcP6L`g z|F^H`sCpNWzqy zahBADTL;3ZsPA(XV}9nkG8!tCs15#@{R*3G6e`Rs{s+ylx z0eurnT;(Ob;oSaVNq@<*){l|~e=*@6%W9e6l07uV-;o9tu{fUBbjYS}n+_t2xfh>} znn)Npm!9$6OolQqvof7;?6Kx9StCbFL!x1A7`KqF=q3HVnS82*s@!$Shs88jE%mb! z%*#?YM}tpmG#*2OfWuf$ki#(-GDgso8Rzk+-5MR20-eUff13Rq-?t-c>%HQE64~7T z?2xF2Brbr(YqX&Gagl9w7k^Wbxv1_ZCbvqtFz>Ur1Pl=OkI-wzx0?AfjrDDeGQNF;Uk=3}R)>C?Krzio3SDO5IH8q{sI+@wZ$`@01+JgMm>fR5kKoBIRC z%J#1fw-Fe{GVE11;JU?qQJh%TB6Vg~mMF3U^a4-^1lxEXLyS~fM2|3rxB_D{`rIDI zj8D3i!|XM=WQPh&y$dQ0##0K&H%8imyTWUlL%up;=`o9tQ;OiN#th-Fx+O$a1;KlW zBhCEnhAP}?a&GWtl^8?clQ^0!zW*a=bJ~DuI`37nD6kI0JE%0peS1>1 zm9-nu85kzfcN5%r6hn^`qYG4L_!;a$fr@@a+Vfa&n-U|};q!R3LW!FmnO7NGFZEgI zAJtL~3yx`6QLNG~@mn0_$6)0|Cwey6{1BQ1aY`V|Sg9?eD$oG|3gS*M7yL8!qP~YT z^(1?hKi0raNGgvRHpu7O1h8c2yT*n2z_5^QJpf?SXR>g>)_+i!R;M1_DLVOY;2%~I zTL_{AcgnG2k$01MxEm+a&A4C)w;WXt1GT8F*n-@MNsjHS4wexuc21%BFUukHtwpHJ zb_~CZ?m7EM{z=|o)rIcwho7PBNf>IxfjwUSzrr)o$F9RXDwbv92V>OY{%qw+bML8x z%&T#Rn&%y-P=&iY7VlkKo?Vc@pyPsb-n9Lu^sQLpXnn7OFG>l{sNB4$aqAwzk$f{q z4@a+DXWFx}^^QU@#r{p}SG(>4XGB==g1 zy<~zYP4q&b9;6gq8?7*gj7eWL$T4sypIFQIG^wO2$X2|fk|@=hQp5*)C#{LUy)J<# zzhy=`0x?XRhdwV*mR|{R?EUI6&1N;W>#np~;ikT}$*_Zxh!tg&;t_yM`{5`9F@?3o$QuJQ-narKe8iB^lJf8Y(R~xRwi+10Vs_0+zS7n+>i6sVgk{Ik>M!!#A0- z4>MY}G#8QHNuXXsI}YR)UHI!loI}z4ArBQ!<_pD_)TXlX zFdm^k^cwYZoIK=!lcJUL$SI^eu$-jsW-a!NuD-emfFeTe43~BKP=U(IWA6KO>nlat zK!G#UEY}lkUk`wh=nX$-%MY+p>KRiXF`$>9}|bZf7-eb5;X?Cv^9}Xd`n^Z+_AX(w*Zj z9{BEf!u^-zC51Z+)}~0eedcR0QS8Mi5Y-HM^s4^gmErLuk+eTmq1xf?buNqldeUyW z>!xpDSLVgv<=e65(uHFHW-PLUxo62Zcuy@>)uNGoSASStGd=X{{+Fk_jQmCY@5_ua z$8LTV97}ZSEkiQ482(pjMXb>`=uU=_Yn0b+qD)2d_+k?_{kl{Xgf0o$goR5So=#YN zO76;BbmwJr*ttd(6gcHpAIB_!L0->U@EWZWh5?@ed#QTZ)M^ctnY`vs)ez#fcGHry z)(AXH<=jESUuq=v&m75xt$dNDIe-2&JsPDJz|$LWlgN^$IZ}DBA@9BF>3{CcpO=VX zjwo=+&gCc&;WI@R#?=MiJ#O^QaQ?XGV~vfQm;dWEM~C>t)yeqqD}#hl(xNo!)2yJq zQfFG?j6yLn9Mr{gnGKT{Sbm}#2fZj@kHO2;c{dzV)>zk1-Sb(`KK=3x{crTPy!k+6 zCCPEtTg+KGs|fXlTA3#X_cPwiwY!~13e2IwfhW6Ce|~piKOP#;og64ci&E0W6=TR7 z-n^nPOFvo8E;yn-7}}SfBT(fmXzj561y$_7EI_|#Qb~Q(n~V=B;ZHRpzPQ|q!>sdk zPKEXex(p|;180|)A8O0(sF=DeB1meC@+0#otdQw|E%g=!K;u2vj4GGJ0>f1$Dsu;D zwkH5jC{*|)so~(2JvQfncdHXW?5@Emd>EM&gb(;$G=lUYSSx8|J`tq zs=-G?v0HxrjxU)h!v3c|)$9_MAjImIVT|;0wEb9GA(F>tObaL8?NKG& z5Y&!o!cf+P8BZ{wf7G_!W3 zT`}<*)pbc98(bBYq6M2khJ*sF9m4)ga8_grs9`Ris@sRv@I3Z2E*RR2LP6JLL@CXFYZLIxrchDwQW4h`=`y_D_ zM3wfw^3$7va2fk;}p^U_~@XnR4wwllIu{H)KJY7^)+*3h8j?Gf(9E@j)O2w(~JG* zv#%hKc%q%>OZ-0#E%eLr0%mfLEQSmO5@LN(%ADEFkti9#TfZ~CJBn0UO!Yrh+qd%D zG<2>O%RIiqyn-970ZVTBYhE<^?;@tsu!0tsXrs66)};lrObInRPUpQYk2LF>G!J`& ztGGJL0s6I~*k^RGrb4~GGaL$>$IQKkT2WkpnA}m9L%H`*hU5LCZD94O?i6KM{4h1jyx0%q;k}XRSwXxLQD`u1$OIH zeB;w2i@(pueNgfhC@L6h3O=-2bWGyTjT7#UDe*m7JkBlHl0E-qlu1uKO{)Zsj(9S7IH&0H#{5Adi=`|v4p z-W>Jx<3c%fillq2jSluyovL`|IX-Jn#T*!ODT!w~MP@d4pMWs>-f8@3?k3_M-Q`wk zyXO9l`aZ8a#uo-L%rgj(#erm;zX@W&6dRFtTR zUM^Zy>cg=`v`BtDBspT2Vcbp7avrU2%wr-s@PP2xyxA2!EO&EiX?Qi4!n=2EIbF5x zYc|CG!^&G`ri3*TDwh{5$*xnQhuLr7+W9XfocB%TZDnQdC~peT^99bz;DI}c-=k_C z*Xyk&c8`I8w(Ay06rB#5XE$}KchqEbE~6iX6t0^$2-tHaF<&n{Amv|sb`S~GIySUE zPxM#QXDN27jU+AAgc7^kPT?bdBQDikMhCaZeZ-l|;q{Y6B;_`tQ#UdAvew$>!%K$7 zEU{kyRRwCV$~Uw*r)H1eiDrhy)a$wOjTZ6jBO8$`+CqK(_!3g)LM2&4>;tpks{xf> z%|eyIrey)632O z@kbvnAW3p>C13cixCKK3;EX|Ghd$b#3fx}1=9q!8dRGcRtIzct;oP~hJQ&68gb5R| zzx5F3^ueK;=@`fJ|5ef&igeg8m!-yfP$~%i^TrI-xbBUrfV-qT(+IjNuLh)_5m@Hm znaK?(r~b0gBIXAvd{Zq~`8|JgPWDe_2|o+42uIS9B>?bya-TkNfD;Sn zKMnIofUiFW;;q70WV`NY+H#9Z7f>#N)_4 z`dd}DNHzU|Un%0@qo4m% zm>pW*5jj&FwHN$_*}bp7C*IBHusOD2f-Nhxjf8@bmgXNbnObI5KMS0deM4+hw@{H+szu(jU@wbahkR6P5}keWWFQqJYYE97_NuRg%22WGO*)nV!#JBHXP7q zViuXHb~wPI33_Cm%ubsn zG@m%COICdjuQEo!iL=8lI!y_}CQ(BQ@=Ty`K}T7w?*KAP#h`KhY}dX-hhlbp!P@sZ z&n|Pvj~;$iu>9N3euXKt?t(n?tNe%6I9?wAiI@g*c~ZNtcPwOY(I)|kG@oLl>8~1F zT8uTPUD%mPyNLBUjlEkjfDd4U?`jF5nH>HmmYT7r47cv$GX4DFRmaJQN1M<_IlW`` z^H1SimEpzRUzay)$ILe$%Y9P(GQGiBCE(oED7R7W$1tGsJ}6-tfNoMQX!S*{_zQ+w z{+g=j7N-Q>#Fv`2deI)@P3?w@5$( zDJkobzDZbWc9PN?A)tqff!6CMB!i*M7~?SpXVfMxxBS(}DT`?*?1hi`2VG!ZhI_`l z485AGe%WJ@Hve6Y6oobLOO(8V&S1x_Iv>hxJWh_h7(m7Leooh7x?segTfg zghJDl?VF)4n2xCxZk*tC?1<_zr=oseJRa25lT#^AE_I}nn*L06kk{Aj``$ecTLPn$ zz!lf%qwIk^K-SnFRwS%sHR0>4%o@+ejH5we<_4~5`Sh6ae&FevN1`u{JHKU$&>a^W^zDm>kJ?M|xGGLrO3Hj8k>wr3A^x`#^ z-dj>!dC=KsM3<--kMep;md-08dVu(2k?5fUf4ud(@%5PU<1!KTmP&I~0X9%h-X;8> zGN{is$kLK^W+IQ72XDw{bqy8PcDk*sy>TYZu6Kn$8NWT>nY6q~*2~8vcQJb;R=kpC z2<@-0u!UI(KB)*LKB0r*&Mn5t^VXIxrJl|MQq1l%9@6{(OPs%%;90C}5iivbH&a(tnxTzpK z{9fZyDF92JdXixcCb-jv{U}}osUO;#sO8X44VyTbDT<#)@*+Z2 zq?>IZR}wQit@BebAP9lZ3eApBvP}VLx)K3Zt5Wr{*9ac#$#4!Y!*SfYoZ_~|?i2jH z@JL+SYK{l?Ymke4Wqnw%;Ey6Dw#*Mca(z?MawkTC0ZC6in*R73HIq~U#fFeHpqTHC zqod0QZ#@VT3U0|i)rY@p3KWTZz>>7Txb8|vLM7^Og|`^OHuQH_f)Z%wbCEmL!rLGv zR5p>*vm%v(re~JxbJ2Kpx-8%+8l{^;n}!?=VO$*j%Bsh61P1L#od*7~JykD6sdbcB z&u&X~vV5x{jjymbHIkfvq#;ap)=vvnlVdO1{`CE*?6wBI@^A4Lhg?Rv&cx+IA$qDV zu*I~*TsJw%T;?C;DRUv^6eAx=iAjkM4MdqUrXKH)N?x3a6!z_92c>@PrS!NDk<&yg**p(^$o^1H6+zu>Vh#rzcRCL85nFT1#<1c)iOkzETlp3MpDJMcw$Hhi=Erf zl9M>XN~O0m-Wr_RBKR9iC&0EwBCj>EgTy`(=98j^@r8AWI%0`YvgcbtBxG094U2&y zU!4Y_2~Ykd|@iL z12GO{$;*T-RdVoqHS;E5^`M*_lgcj}I?52 zh9%48%hNh8A{$<#>ejW|Q9P1w1ew5$$Q`ey+J3wbj|_T-nh3!w9}ak#h`>^Qr+R=@+rwhgz(k^6tiF;Id@5gToLM@Wasu=slAZigk?-ZWOz$mK{s`7K#p*=Y$|%MBdb}yJMEBh*Ln`k= zN1I9B5=YgP3M)ysFXi=P;$4%!g?=AQkD@wGHmv!*JL<_5TWKK@X%07pdiIUSYJu?9 z`u)&(rC+2ejlKBbff0aFiU-3xZV#-m==n>%*S^1UIE94Wu=TdZonn#5r6+af_?~v{ z*tywe-+XTQlF?SJAx%w5SeoOyZ9BT|h1o%6`kRUaZlMJeNw0%;Sdu_iyjn{OL%wi0 zbO4Q0V}bpxq6+-9#Ztm6^`yu0*N1Ysq1pvxa)82TGdJ)u`!PO7mz#t3#;zcAG zKRdF$SM%qnu!Cs}BLiqN_d*bhM9N6!d714}u<`H6621>Tt z>+c@}4N}fzOWLEHqez-h%df9%-CdUjRbAs=Y3DGT=C5ti5MoMsM_F+EC&lF#bJ?Tn zXM+59tlsVDPW;S{#GFY~s#4w2=MAY;US!=iMu&12~!* z=b!9*qk^k}el%ly6Jpn)g}cENyG%q#9blg)q4FSqjsAF{?TG5eFffzl1Z5j5x z%H3r;1by9!-%NGvXXU1}R66Eq@qK0TIo2ySf9hfol>8%_*?)1KgBC3BRLktd#~Z2$ z&MHmY-{*e3!I_Tv81>aTv0Mw(;?TMf-xFt99G|uo#vb~b28WV@FnFYB*wkoOh?97i z<#k3UTarLBgB!U;mxpxrg^WD_gwKfz_I=9gu$GRS1)p@@St^n8(i}hq0a$a~0U5t7 zklgmsx30N{Ir%CWOZjADJ3_6~>RqqR`_i4(`)6{oLH!mliTbeN@%aW0d86d}W3*f( zYAm~;J+V1*7n6b%^@SR55a-n2R5L)nv+gWEbxH9RMbLiAVh|u+j~}_Lhf@-=R7 zOIeYKw>f0Xvi_fJsOMd{rTxFO*#GCoE~v%G{=?tyygS^lsedb#M$YFIP~|v@!Vbq ziiw!VnY_81IZqLpWW}t8uedSKPiJDWY&p8BLRXbYp}_#u4RxeTk&^cM#+eJTujry| zWb8&Q>AYQ{-YW!qF(y&{>)eOt2rVq0@Yt+IXfqK-W$Us>`zT;;h6=Fbm;@sWX&@Y- z)q#e8PAcA}W$cSkSTB|}W8Nf$Pnfh`Z>lPHGfk{|6plxT&bvuJYDY8fH>{~?7uZs6 zMN%y`&KSeFUv-uE+tt$$6)gHG-9fqm<9QahT!CjITk z^zi|!bz5qTXMPbSrMx$#sHw$k9cncjq1u`Rz;_1)Qx$WpxirE6W3w&^SPu9YcbK z$t+uXB6v1b5k0;JPUMQ z92%cDWE_DP_{f3_;D0VVZp0NxWGHNYiDT48VDuoE*&98Z2Hl0)84=Y4obONJt$sX&AeZi7nci<- zfV3cv)Hv$>!}MqOEFy-#!iy@1LKkLe@xOPjgmIw5r~!I6 zM4P4e`V#I#mIwbt&@Xf~=Px$^~w7D$0-IwQKFZgWOKj!y2Os)ERvq_^E=kDj_gi{`K|cfS0FQN2HGa zi@}OnZU6KMK~4#H9(K3Gn~lBS9 zC9dbDoHEiZrVzfEKf@}E@>jM<(N?OihT{>jlEduLZBu>S*2!(l(Q^HGET%cw&^o>oUx3NG(W3^UU({iQiea@lQi_l>yI3=&$n8 zXMW3QsA)(KnkZF%>Nj$mlFHng&gg>u&dWPGu%MZ18GV;sO^&rhRlJ9A$ScZ39uFy> z+M*{2R0@?ALu1y}`({>{LR-j60OBw}HC-XW8Ysvg^PRSxQc;1%Q?y{Jn5-Tv){NG* zV`(IRt}~*mnRA0Nqk;|z5FST+8J@{+=AP-lmz?|Vv<25|^_HK-B4{G0wyg$36aO7T zqK7HmGVsWK7QH4}P+8k11zKCMg`ZQSX%+}oO@JPgz1QFY4h|N;9ioo>7+pXvC4FZl zKL5a)`b1|LD4#C(_mqj#P7XYv9$;t9g zCy*xAr7As$>yXKfrC9q2tL|sjx`J6)92^mD0p>Ao&&T1*Se>7{FUO&{4K>K#mzNMu zeNNqGi&!Mb8AZrZc2#=}~N9f&1X zJ^9ln-eJ2(y7;dRrfBucFDmW>Px*z~jtr8GJtFgb>>mXQmk=lp*yj}B#o4qHeIIRhWrBKVt4W6LWAIi-R$A0AV+Z9o_vvc|^M`NX;vX4^4X|TC>j^KT(6>FmNIMMf zM5YCfeK$^>Pd|tU!Jt%^ms98g4%L6n66x{Ckz?vsCiRVReeB7oXTP(!}fR)H}B75wQ2*>8_DAE;30?Zw&EHd@od}gWiy%g9O1z zXa`{4PJfrs?}Z?{Ht)VG9UC%*hnhC+E|VXw;?|o{mMp}(a_N)jR^b$WK;1IumU~H@ zkPy7#Kl7?gu7@E(Q^QsDza235U&R)P-AjCOZ*@L{x6B2et={{`1ETu5;CO{;Cs!t~ zEbh{-wMj6USWpV=+p{zn6jcoW*%_=%MB!&J;mr-2JtB=oN_${erF08OO z6k!MJV}!`i2(tNpyV*=ob3~+Juo%*6x#f)n?7_O$KoI&Opn>EBBX`|dy#8nvio5*1 z$R?Zn5<}!ao6?|l9wkDzeFxZoRiXS^2y{C7Z^Y*c(AeQh(KAb4FgQ5(p~q7ZV=Uwn zlXabBlo+ayQin#+eBbnff^R>9db`7E-_ObxBrou)4dAbC|I`kFfggsourvJW)E+X8 z`Wv-!-oi|PZB>D7UE!v;?=NPut32-D(MxPjl_^Aond%O@y44nq!7z6dRQ=~7#VJZ( zw8w(E1%jKkcjp#v)TXdYVZ_PfB{ao=3LM(V!ngXCkhd3=yJ-Hx5T`iq`)Oc1n-`-2 zVCPdRM2bCRz9)zgEp$^jRd?fLwAVkR7;p~9x~)n&#cx0S4HpF@E_dR>w%|Zp1{I!LKN9`_ml0e z$or(FxwZJh3R*a)j(Cba{a(N<3Ss^27UUs)tT&Zb!e}hy^$yLzEwL<$<5=Zd%GQ8| zE3E@pVp*fkd%yKL!ArDnD)b$ipXWsC2tA72Q--Nrh(dj(i5OgF%jsoQEn#EHmmUR7 zD)TAQ0iI}UEHhWvhnigZnl%QYnJMCxe}P%1?a3F*081_zN}rF|t@{h65w4e81_ z3DKyBT{%TZ<<0o0lEg41D%)U1xaE{lh4PRpiWAyZ{NKtPmj~Wo#3bJ@^^iqk(a8@$bV~s_3fvgP~|kSzlD-Mq>4j1OT&T%af0RU_GD#) z0K&=M)NK(peSc4r3h@PbvdID+=q!XKU5pB?ay|y)Q+FnkzKTgHCjr5H4$*nhMCmZpXTU9PMmdZhnVnvs{7n9p zOI>iJ+$x1#u!>?44MiaB)WUY8@6I^MP>ZOOmqKQ|60Cwbp4xjcs->XX>EqmEgLjWj z(GQ&cxm2-rFHQQZfe2>n!A|EYm8V3rw<1M0^ls(coS{7>ZkdX_YU!Ln!p>nRGfna| z$;Zg|gf&wc%52+m)In8fg0>=8U*HFuM`U+?^(CLAr|V=>RNCi_t!PM>_5=u#gS?^xTEu|#iQyDICZLIf8YQmv8oJu z^M==Tq-Y#ja&n}O9f>R%UIA3iElyUN=@6p3j%;2}i2BEhVsAN*7_X_)bvf+ zgtX?N-whAW@xMaZa!rgr*+pi>No(2|69Vnbh+5#xW-DcGHx3?lWGV1A5=y@4&$*YTG(BRGc3|=QC=S#(Ni@%gxKz;Y;f|o~$Dknx>8xM$W9Ac@y$e)qVLbe%3qH(c#|VcKqR6(+u5Xm6;YQ)dy&5Dk zF2#p|xrqDT-`ok|+_I7zsf@;~U*RQP60e!yKGEvHrj5m#GAdR-3{-vo?R&~FjC``= zrq{a2VmWaq%Yh!e_o%vk2qe9~1jUzh(C>!i>e+Fid{|&6t2q`z zxIVC}&rcY_mc_V`ZE;IJU<~BdXvX}?Tye%|!zm%9QQ5}Q6|UYqUhHwRYD)%J;`8Et z40B~@GggXSu-fwTXgPs^j)s@}=dLfjEsUv!44f_g+Vd;w-gQKg%^4i&BN|lZh}-<& zP|c{uUhF8pz+K|uxsTIE89#i3l+2ndJJb;Dy5#&YyMg@g$tVgMocaiFhJ293iDbG- z`80FE^G`%OixQ*);KnHW_*9+|A4>NOldw|Gp2d_wm*|s%s8I}VA**Z|sOiK|uZ~<2 zU!ew&_?6hk<+G((z&Kw3REBPQAx6YnNoh*InSZit;v(QLNHkow^ZsIC5KFe(;l%gr`pYUUIv!Z zC}n$_r#EygxpdugR_{Zuteyj(`4rdg$eubd`@863wkSwnyzbtzvdmpq2@fGy;mC+; z+R%AeeW!NVlBJEw$k$$SR0L||E4$jbIzhG*=*U-@AK%-*z~ZY2ZDX4sR>!t&Cv*Gr-gn-tS@S2%{-JKITf3@GZJ%@Y+2=X( z%SISkq&epWRaT(jdn6x!l^aNgj*)GHykcoN9%bwN(0C%2oBHX5 zn?`%GrLjxf2>BN(d2)VIpODcgz_zg!r`Hc}(JYj6wZz~ji!Rm8bp zZyQ@iC+|#Nn|@rfHL#(Y6^3DJwK_2|_(;6BW*8%)p5f@GvvHdUfAVX(<3a)|>d+7_ z=Hfu?ukyD(t6gci>-+jh{Kny)KJnwC#pge$&kR<%*b1`f9Y6FW@RnCLeU{Cg<#5S3 z37z|mU%6BKzPOjV_PUH$ZNKYN=WgFDuwK^k_SPX$m9eG5|3$7wnr9NmD5~~!U6Zk{ z0c2*^6aQbKB%^IT4n;0c6M7G(nMUR84_GGk``$P&Oa&0)0oEN9RsKIm$z8E zXq}~RzCH7}O+_71?s2O(^?sw1Cqa~k<+x;NQ`G#HU6X#&v0}fZnkIYuX3X|gP|BHQ zY~f87Hy{>2+7kaNQho_*oxhTMc-<1AgC#$gz{L&e^Y#j*>riuuGvsiiRENlQHxm;F zK9AM>b5tH|Nrm!d*UDw4!4oFK(1_CHJyl+lWwKAP6O;x9wM)?Kk&+cjb(GzKn>V77 zuMqaSaB%MD6NR6oB!lhOGsKT_6-l}5*Xog%Yn<2CXS+SCFZ|b)7JG;N;cK;nhSmfF z+T6Yw>sOR|w{*>z?mma;K@)mcNGU5q_HnbEW7FvovSjeR;$u4l5i2qj8=^*`;6C6e z(!5{5eWq_rS^W<-%Wn*+di^eFuF7O|{Z(b`839-G{p>z{kmAw=N7|0zA(d$jsnU^W z9k`mqQ``5yK`pTW)xxe!j=M^TGV+p8nH2gaD}S|2+m3ZATB&X#V*CdZXa=KS%NgW za`VUq?L_M_=rZ~glvj^Pn;=C(yhF$Jc*a6=k#D+TMnTTY@DA$i-nzy7o_wo)CrPpv zT<4fb_m0%{0{Fw#UGUXXAe(kuTgydf!)Fx`6_mv0+SVQLU=ApCd?nIOe|e;9I3f0E z792{Jr^v!-J=hbqM!`h&S)a(Dj%WyU;%63+Bp57}D!Tee?ZNRAACq`@mNB*P!E1U)!6bE2z6Nh<$#fYvr3%CwB&d(pF!BYgn0w zoZM$G_>Bh~fcg$PwP<*xP3=C?n0^mSNQ>^ktTTDd8wcQZs7KFwlF|s-9 zgBWc=t~HgMi6SiF6eWz&^{QV**>!_tdWJ2UsfHkr4|TYmGOWCLrSSIxvT9L^9PcUw zzuFrj*H(9!GlzH(yNW5-oZV;#DgyPFvd(e{h!V zpGg3;*1iO9PZVusXFsK*L?#?A!iQ^;neXDaO$19OJT{VGc zR0SQEaVD(^30Gv#x+JqzZZSA@jI>FeE7Pn;(k^qq_^6XkIz>@ANMfR0Tdl`C;XLh9 z&`mpalcEe9Pm+Yuo9>fleUhz{G=(bZbhAnFr{y0-(;Gs@@NB}*CtWT| zs)(jctiXHb-7rM#hBZH)D^ZFS*&xqEPBSo7s;hq3J~&#^j?nqU)Kw?fa+A;A6fPTJ zofYn69^c9CT1iwz$e}Cg1UEvTtqwtA7~^9(jnDj*UD(qrrnPp^_wVy$vODe z8vhMfmQu7`1vM<_z=ZpkN3v$ju`ZImXU`2AuG>~Xd8>3KYoBV}H_yjSL2G9Ouw2Z8 ztr`dT>$`U}+d9cArQ4XHE*uGqs4QF$nmatl+BVZC5cb$f5;e^gHbRK2_JhRgVN4r2 zqjJaXCoK;0b6;{bko%@6ary4+kCubt@YHbOH+p&z3!5u)$CEqU?vKJPmuzNw(NwcP zLIqhQ$mzP{8_jS8z4w@xAxhex9HVbNu+~0Lrkz}R5@;Na_u8+VgTwg!ej9LBTUO^B z{A8;F3phhwUHkn@+~7f*P~Fy>y;UU09utFJ!13@Au?~+nUk6;^B*&dC#zA}7qdp17 zJ<8X_ZjE2YWIpX1{Z}^kK(hm~&3;!VI|oTZ{DTcxi5CJQS$`MbM;yR8*N1H>6~Ewh zrGw+GgiqaS&vI}Y{Or3~g&{5dVW;(|PbgFEGKEL)35HOL27S)*Cw@Z1LmU z)B8T3_q0`DKe^YZprbcTnL%_1-(&~_Z>UmAkeT%ju9~8n6VXK4WCv}MffKUSk=sk;Z&ySlcLctnmbkbtJA%4&5wQmJK=UL)04fH!g4X*A76Z$1qUp>7);c8(GG9>C(Pu$>J9% z{pwQ~Kpa{6piTP@dkT%Fw3xte0=7_{&(7LRe-%=A@?3>mt}`4a{NWV9DrxJlO(*`< zfHQQ2CMPxqr=U6=>rX~+d zf)Qf$`t3EHsFBpLpvgYUTr!v|y*iSpr_49G9Bb!hf)c6+Q(kw{kc!~XOs^Ue1Y~v8 z0b^N{bIkz=LzVk4O)P`0JOL&WE3GMOqTNFYSw4vqUnJ3=Ew=gW&S>bIEFy=pUYE2F z$^^yJei<@$7%UHHO(2CCVhxtcIEIchh&&Bv(#=uqWhLsgjnT-}v^#dnsAWT|WzW0M zFfdlJFk-XUYRtwUHuq*CqdB1gFNz{SyOQtw7&QMzmZnX>C2}&sfr-seH}2K=IhH0b z>7mN1GaX6(*1MhbHDP{2pR7#r$@irMfELAdd4vLwlylJg-~?!H-A7U8e$ljB<__Q^ z4NG`Gv7+Y2*&CpDk$Oeg?uUbQj4Vi(SBDpw3T6w#G@xDpx`()QyiO@M6<{hpu)%{0 zXz~^YCH5F-4Iu^{(CgK1(oz{a$xiWKy0g&D1|=LP@J)ex%aWBBAVOu_7t=h|c&%x>{XSbEesJj^81 z%%B2zCI<|Pu{WI90AN$(6fFn}w(ZEeslQ9Sh*My6Z1GF#X)8@#aKBr4Vp2GNnPJ9+ z=PNTeJ1q8uExHE>^yU-%&R!{WGr}Z~Jj>%WGzV|`UT&3iT?8e1@W-#bIa6>FSmzCE zIA!v-1kXfUtyj6iS*MKvK$A6qahAt&ZXoty0I==a8#0>Km z!hQZjG>^}S;%IZG&eSfhLVoRYCIxW!d>eVZAmrxijnQ*Q07$uQjNioN1jls;Rb8Q* z97*-OV>G(hiQ;jE&dJZy4Y#X5xXo~UBK|y$j(h3}%n2E0$7Ep4L_YPT;3B94a#*KvrDr;mWqeFg)7xyIp*k*JD%o} z$xWA^;Tb#E7`8@vYCcFFyT7n=GSE%Fth|O9KUC<|AWq=KPm1%9f^b`FJYhscaD_^4 zH$EN}!>%sAqR!sf;w9h}Zb!COn!O`SHy^Z&r%??g6ouwfeW7b!EasQq(J5>q@Zq^i z6;RU>28hRce4zniOB^qe2#!8(3{f~H+8yUql9J(xIQ(|^`5M!V%Za7sV2c9_y1zb9 zAC!g_kR33Sr`scs>{$>fnmeObR2+tUd|ttQABSq>EeQH3BMWc5+tFwa4Z0rKT?H5G z8fPWOas=wM@i{4eK0L;JxSztC3=jLf@Bq9ow@RM>Oq8}>uQ2}gBZ7^49OetNd!zYf zUr<>A>7r4ypAKV3c0_*7wM%>IQj-V%3YEn%HlMomEe{Jl@+?uiO?-nUHb9Y3fRZmP zM{8*7xAD$2gS_Oq{#TSb;`y3Y;g$z`k6MoZzbXZyU%4I)wQwR32zY zEiD3-$|hNt=8&GYX^R>B7gpJK1-XZML|c=RzoOj&4g~K*5LDW4M#m4xHs2y*r!Yy} z7pOrJOsHcqr+FU9R{MF;1@V5~x2wZNFy|r0>^hj_E@!v$OF$)##N;mwwB}YdDwdx$ ziYS7Hn#d-_OzgEWmF=aVnikdLc4z4B?d%?GvO`m??d0K?h1|MmLapg|m={5GWlkJQyj(6t7pib-)67ds=$egb?#)v>z zQC37)m+dMv$ed0B|D1i$SSzopY*cgsr*~gOB35r(rAr05&i%zZ=d{=5B71I3mJJ?}|*NvIkuQrL>Nv|ni znOkO^FwG9(oWvHeWjrYR-6S!xM0o9%gK3Sn9lYq8jv!qr$8jMufh_t!u^;6_pWpsI&-_k&LNr}I#g3VH7>XqB2?{mwVYk?6BTE-(Jq@+ z?xscF&f&}A4tol~u-&`O=O=GkZl~_c4#ciV@SlLCyZv9>XJ^P8ov3S4J4sz*c6i=G?Td(#a1Lss`<2b+Q%qY3$6{gAb@%ZjBdAHoFTykWW*yIjYH z851DWH(~sl6ixQAPg8^VTa6t9lNdR9#G|%3P(xRQp}OF}B&SuEPqHmsi#~D18`3|e zGwq;q$azbYlXWyl<#F&wGH1JvhLnytPPRLb2K>iITvC^0@I>H>ML}EXh^vi(YJ#Fg zY=u5GS_#P62{rT@f0Y{5Kzo@Ld6@eD?J#7STGaRv$L(Q1c#>tI4XQm}vhN8GiYc2dU9rrX z1ld(^a9C^o+GnbU`KstV1t1DGQ1ROAArAWnmU3!%_?w|(O|?33HRP4qi^X%5q@flX z9Mg{C%Svfnc6nqhLd!~d`y<{e4&e-X`qeHpJLN^=lb}n5JKOEhsbcB4resn~@x>e3 z1xA|cNFn=xlt1KwngI#drwt!RgQ{8_aHpWNB9K~@=KqL)ZG z{l2LNVWb!c4dK1Hp9PlF`_FGGy`2wfIWDKvP*k&!Iz~&ffY) zXSW#b5p73GJ}Ptc{*q3Xtjbg>4e`Z=#kvR1=CpJW=(Em1gi~&IZ*``QU1qj%{-B=* z`mne&b&oPR7)0lWM838&^850Anr4qQtQhVgA+tyM%834>Lz_(kS9V?0R!^hwjvQpX z2wkU$scq`)6e(D4#blc>yc-fCa&6N_NnCnM2eT0$MRLn@@>k%bt{COUyvh$ zi+I)>J$@A@%N~K~9XaYAA1$rBGw+E~FuEi-rE0e*J~3HN&1kfBrixWA((&)OZ)HZD zBz~>ddE@%{!p1T9C#G?%t!5zYNh^%FN^puBzhlngF=XFo^t?QPe%;3R`=puZY|Um0 zC|Q?OTm(Dk$A>k3XIc8A%2PQX%#=kgnnxBADCMPsOSIZY>iPw4Wwx{XKe+&s3GktJ z1p>8ynnpSXOZHa!EMOGY``_fuqxTea``-OexzJJP{zib zSwOZ9uHLLB>0_G1iH%lYV^u#xs8@x`ehT9anjcr*SqNm%f4LOoY50PBOAv?^XW$Kzmdm3%s{B$hDcn1-_2o;t5qJJMG zL(W9tPV2uf5MB$#LnV04dKXe~phj!-gj2IP=EoF3FNf;P5b>6PeMw!~>TBCv%A;|C zZ;WbS+Z(XgM#BKpN#HT8-jthSxiT9Sm-4yFJ*F#;PE|fGwye1DHRU?48)ova=?hZ@H_0N1YAv z4HM5&to{^aTFiL)BBC6!a{Vq=&i-01b*1r*u$gEm*5!~rU+=w;;5QFa&3?X49mEW3 znoX2j{c;lupr8J(>fUrU8X9MuqKJ+Lg*(v`X8aq2swS%i-HJdT?Y2bQag^bD+>^GL znpeckrdE!QSeNv*v#rIe+ty$qfqQ(zm-7vmZ!VA0`xFj0=i;wDXDnS$wFAJzILNm1Z#0G^Ex3 z!0AMah`#i?-Fv^=_hl-zw%sC0_|t(ur@=NeI26kbk1Wukjl;j?Ot*vb#MmV@<_~s; zWgRD>&VaIsj{Y*Q3mU z+*Vi*Ex3xs9gDeZiepi>8@R}5w`CX<&$CD(4aILUlWZ+$YZKz!0VpbA6$ffMW0@gn zo8U>biTcWba;qJkY>E|}!n^eSjrOYSJWFL1oq0}H*6Ica1@Tf=1x4&Y;9h#ip0c8s zA^mu274K&xh67Xkeb(XAe@kQyiSC5!@Kl@7%P*N zH3N7e1?iUs*ctAO$C!iFDjInG(lu%zf2rW2sHw~@tZJgVkYkvt-P0DIc=T2MJ?txn zqW9Z_UE6e`SutQ7p`9d5=n6!lt>JNsU^P62W?3S|NRTAzwny5iMs7-5yw~Jpwf3AKEKOVQ0+vZ=3%iQ=&?w|+df?Wa}s>It&aE)1~+2NgKED#kQv29~v; zG7VB#2LKqf1-eq9@Ex;yOw*{|WL_(LQh`?~3mW@)n32#vIn{ty@>X(5{w6nY7}qD3lthVv&atsH2nOSF=GL zMkD1zt%Q_GVmj4O!vSU^M7^-uuzG|PXK?i^a4vR5lBTU3^V=E-vv8$|VDEE=pdAnw zt_uJ2xy9>vI_h`YZt`_9#q;nf=PUUYMA81*+G#Ga&)e6)*+~BDArE>3R(8DZ{&J=K z8AKwO@^A?+o7hrtI8;eTGt=cpxLVn+(!Oq-7KkoB`0Ly;=E_*YT}AXhe4)yIw$||~ znP^EtbywKV`Olnj3h{GErebasM$c{QWHwt({uqg((c1CGH7sgN#KL9$UiZ%A#I8!v z9D`ok%I8*2*FY6H8Y3bFbNuOnWB4QWG@c1>!Dt;Yh$>xEi3t1Yba`X8Cza)UxhwKE zKLn?xFHnG76|8<0<+>qvWM;Ah%NW+sZU<&Y8^lrN#K}61FLZx(o(l9c&d_r~N&$0g zZs^r(B+jQhB6gy-jM&kAT~6{wF!;9#g`8=JKHWL`UKJK2@^)SBSTk6qmB?uTd=nqN_0He z)N<+@NujwD>KqcBb9H8aH0}CcS#rw_+Jz9Xgi5s&Mzfh%zQ7|-#vCEd9DX_>=W|F| z`GU{ERJ8>5SG48M0N@}jApLWkq1KT*4m%>T&g8v+3b}chG~<^(H+hGownQO^i)Dsg zj7WT0<1C)!Tqdui`LtE;n}7!t(KRyxf5#nzgA8AHIp*fLDVu{8Fw@`Q9MP;sW$JIj zFA|GC}&XZD0lXP&v@dZziVSK)uUytj68DYus^YiDZU8-9`bfvZiSkpFxRm33FD z?s3XZ!At&KDeUtmTRZZq=;_+$x2KWk=KcAa)der1r&0Zns?l~V(-6!er>YS9hC25bW{uGmnbzTdlDntyr_CIziCe0J--8RG!Nc@{V89) z2w~sv6$u31+HKH&wL=pLoKtzi(tquq(VRO5#oFest|OhB!eO>_NZ`^WlGk`qGK)ACFT(7RA3R9$iPfDJ`qZu zSmcI$#w*TuBjpspFLQqQ4=-ln=bOFvC2GL3ZTL>vH-rE) z-g~N5zFQ)D2*VjhQLHWpmU5zn?vL2lU5aHXX;4`$bm_$nvKbQ(lm_nh8=^e@s^P5dJbMIG! z5RQfuydB z!f#5oM}uq9&BwQ@)j1rtcVTGitupTKV|7qCsU5mL!cdonE+jV#lSl{ioD(a%ALqzF zlgB?hr&9Fs>WLX-3i?awqskhx@*^3EReu9=hL`LF+13@!$(<&JA6ZTZlO^(OH~pI= zmu_#RnlN1pd<$<+_C0cd%6Ly+pG~vM`!s`PK?KIPf0+f-FgYb1d@+2Vf&DXixlw!Q zFcvGAcGxmM*qH?!uYftL0+s+dzuh@lGEEJ<-26SET;Q@bbj|h&;Zsv!?*C>wrcK7K zAqTbD;hOs7c<&Ef|4bn{$1Ufq)P&EYVmby2?(8)9>*el^tdD24<@?eCdhJLEj?dX7 zT<;~u)6B=8)vv=%XJ~5hE5PN&p;kxoVPaoSMf-Bw6~>DL8MHEmVGhuyfn%>{ z0QItvAIed+se|+Tfb)gZbbOFp)nY!nuriu4tLKR_B=|~(T6yF`Iz;?Gt}L-$uCul! z- za*0Cwn{d;RDP8L`%?1!h_oAOR8*+W>#Wp+aIcO4LzjfKe%%+>zt0fDFIl7OM6`I}X zkVv{*XYgs*ZMCZaa|1x1yWvLWBe-Ux5)Q?yLM?LU_ZN3^h7>%~9X#BM z$fdg#PxI>0k4g&fnAMnLQjH1nsg&mAA>r&s?F{QO&2|u*E+jMI11f=Z$;kc5$%tvC z1DIE5^YZ9s*DmN~luQ%_S6+M&z6MBZMl%MIZ^;EgS|j<--y08wo$?KbAWci`RbqA& zBzm!ZFFQWT;;yUJ61oUQ9dzyt_wwiQOKe0ff9)-!cCgkPKjzWY+s*5Ms3|DO5#%?> zEaIB%BbKdDj8Z^AZV?tlea!yINhPIY9v*3tyfO>IJC;pp{3|J+;8dOw8Se$22h1M@Pb+)Uq^T)B2ZCH%kIDRPD^u=+_VePi5YdRYTX$fL9fI)jRN+0UWb``8C* zzk3a=5HjD5oQp&d|7NNWtNS_eX=u z$uM<=q@sep=vrkEGE7k?I%N@D=W$aEycFEcUs3m!kxZ>d;Pz{t@~RkRo;YaG)D@sl z8?WBZ599C~XRK8p@6T;22DOPP}S&miii;Ugwx$cWL+waeWx>6zq=43(J0+5<*Q!0pGFO=d$q5%CAj z_j<^?F{I~=t*xUqs~!XS)_%ZB&w2Oet_h>?L830XWI|!dyo=w&A+(>raVdz%S)U#S zl_A^)TwloUqIEh8Xj!k!Qd6&7q2XOmY(K{OjO8n_HC>@7Fb8dtI~29UfVP-D zvKhT;N?qZ*CX$LntqzAgMLDy!BJ1|TsTEn%Aq{Xf3^oJW)c))CSH0WTjsvRc=bxU2 zF7pL1mn1s3=op8=bZkpOLVid@K}smGaRK@pJdDJx-h{glfS5g@8)&Q)Bxsg z@l((2UpoO*=K)F-Ej*|Tc0$KdHuicBINkPRDg>rJpc?3G+(abJxXE8Z)6S{%dykR5b6@2!ta`3R$es znbrJcXCWNv!f%RiP=BcOwvJnN6^x%i2;3yDhGzkSk==NcFJr)kk zsWk!@?a5Q+ zh2xB0_k<;~!q#SO^X991fvlwIVJ7|p-xK(lWtc6SRED58T^6i8?x$p8`;EbW>Y^l% zTNzA_3tB)&s_VoV3s#!BK#M$91EZi?iPu(B zlcv7!VMZjdHgn&)O%yTV&?>m8O0!G-cp?kDgB8P*sHpl{dhLy<$e-ZRWJ>{PPVe!9 z$?z&Q5ws23kO?VI<@%-<0ct zc$-+LbzhsO&SWLR2?)oJ8gC~bLqURrm{iXNApI|343c#a#G-CF{NVDuXNm)zPF>oT zp$UAsYmxW*`NDn+%8kni?~t{i%UqVKD*E2nT&v&3_o1~ z097JEA#MzzC*@~Iv*RnUg$-bz$=vgrWAVfz8VK2#19jV|#@N~EnmtGW!f<47ED?K6 zr-TK{76Nmfi)Y8Nrf_l1eawBwo&H#4<#}_5*(_C54|ouOtj1wpqYKQsg$R3bf|Mym zSX`fxq?i>c%$VE&Z8o08l#)Hgfvbt(cldKChCgOrfHbK~m5-XY*8ax|d%HKT)%vmc z)5?H4fhk)_UIa}H?b!J#?B%(V@?m@@Gy{_(PnM(;89HHMEB~cJ5+23aa8%uQa8$o*QFc}lJT>NkbR#g0M*DI}zb(ptcG%gr=eS;-OOH#0WmCMz_g*1wX-GD4%j4&U>fqJe5YyWm579*tNSumu z7Qo+5S#&_=6hoO=g{5k@(i&k1ZO~`!(bxjTkAMvmoe-Vi0FO*KfvN>`UQ> z8J0)}21O8`5tuL*f;O4kAt*OZBvJvG4qk+pOG$wLbXMs86z8!ewLj^Lp~CgHZxQ#i zUg7lwBGRnz03bVjNc!k9j?nS}@@zjqUSe_>QG8lV+%AM=72$Y-D(K?w0TC7)SKS){ zK!`ajK!A4(-1JOZoUpPVRSIu{C~dXETV5TYryds4&hz8-fcGhU%HLHB3N##2(h+=s zA%hU|Hcl{!Q0|;nLiZUA23qq;@GLQi*8JgjW@Dnj0_2U&JM+Mv7^0>-y{6*+$!ORr zG!Z1SX%P#FL~@X8966T3v3(^EPLv`I0Du((QA@HXN$c7f27-n09nj655RDZgaNLB{ z=(X>6#)0)f$=ig5CX)6CBh?N@3R{|KK2K*%`3Pg5^(suh4nvE;8;*t`jRKB9$Cpi5 zBItV^HW&Bp4~atA0l^J?_Q@4Crk3&o+jSQMI_`%e?2=aZF>JD9x%UR$BH*vb%I5`K3m^fpEeefSY#`>bR zS8w3o$vsA7rEWAJ%_ktkMWsV<^C(>A0g1sQ_sseWB2qC;-(dw2If-CfDCHbv7o}>& zm=ek$w83A}9HiL&je{^;WsnjJ-zJ+3Aw$Cv4)ajJdpf~~e`y19$)OA+;uiC~=|jNz z>bVyn)tU9zJKz9$G?d2nynz!(J_zgxzbm-I{V5@)Pf`I)(%H2Tiikf)`kVe1u^tZ) zIwmF}Mpw^Ar6MVUorVN3@@yB2dep6w_H`F}FCOmdpON5ejdd zH{gXx-ob4w`ExB#Mn-5#<5zsi=v=|v&kLa0yv9ysT#|;bcs9(%A6-fD*oTAUk|lbm1oHN4Re=i)T^${;krk~p*CcEUO=Z8d*L1E_Y%}boLd8wg9&xdIigmkQhtJaV)Nt% zUEVG@O{(a;A0g{S^En`=7IwvW*aE^y6kyDW`_>k&{kraR zQM0yFVG79=)J*4Mv*|npkNTV?Vf)!fEG0}uFs_jCwcUcc2d>xrIPhr%eSEx)-#u8{ zoHc6TjQT%~v-qYXjI*_OeT#Sq-l&O>kFT8&x7i(Q%aPCps`J=)5|(n%v@#Qx$Pqlx z#51G!0+5X{br1=^Ugx&_yR*^oAR{?Vha$qw=Nb7a3R(^M)Zt}FK?{L)X+DvQ0MC$9 za;?Q6*MT7 z1I9v1npmU~IRl%>;$oq*5!!NSe~)sR!S(R|3(7#8iLsAdRY!`?I95%Ae~K=Dcb&I5 zNRcE4MU^bohxE{2`Jw{w*Qz5~H1s!|O9neTJ}wkW1t{F-7d2W-cY_oE1An32@KR}d z^Z&^O_+KKo`+pY{ z!p=ne?*{;Yt@{rO*#7`6`+q$UMCU)-#u^G;V8$8ev0R5UEr#wy&XG{ zaC;C#54YLL`(_Y>2=aS*MFj-U<4I}mP@~11{trw-$nUuD5PLEze^`u&?(L>0tKI@r2tLed4({Vw&?6~5kRj&mA-$}6Gq}Aa{M=qBWjllO_ zJMB@W)6qO!*I+t{z2Njl4UfkO3TXX!T&r`xF?@Iof>dEVDn>tR!@Fa7)@waI#tKjK^(FO-)41%nj2X-~2`A z?s{H6CD(DVvF$IKmikN^h=31T(s9Gf$jEs0snqFk-5H~)5%%=tlqN?(r&agw`FyDH ziCqJVNh*ULe9~y}`@46gMgw@hy!lMc!MfA*U<}(PB!K5QLH2t4GLZ_j>ERgR0;-rBxnXCr0 z1tOHRwC7Lh1qH;k+O3EsGVeLU?2!qETO`ucRM)M|kbgU9QuHyNKIm$%{>kq)t^G2HHeWQK6+=vpx_b{Hh(`d2H#t!ef?t`IZU>NTCJnJ$1 zczt-@LGXhFJZ}df097k?&9(#XY^i2AnM$cvzxR7`T3TUeCob?Gg4-oIVPRA^ph^%& zmX(!Bd?(cL`*;AsciV7Tk^mGP9-2xdlAi2@5u^gdfwF($u&(2_LH0|UTmn@Dc%`hf zQ~Nt1&*$?VPi#e1Rmy~E!@b;kF>PizNJXvqM7VHi5|HdR$s$?4Q<`JqDud1AZXZ^w%} zJGrTlBYsZ@tyrf5WoO=~Z>Lrni1jUAHiw&Id+DwZhCv)q#L)d*Fnlp~x3apry7#!! zVD|K!0aULc=Kq8~G=NkB01!a*T=zXlQG0av+wAnXe)}-Du=ob(1acK9D{PzYB)~_% zQn0aM+#O91m*)C%Zts~I8|#m!(mn4+FT zjmaYd?=vC3_jRxDl~fzz%;MtW(cN2z9FYH~Q9v(_Gz)0dq*JZYjRE2TTwGi}9`lzL z77U&)H(K`-rScXm<<35tnVEsA*KEB~0DiUc;I^iJ@5zJj`)t5{Gk|h>fA?t&B-YVX zwvX)<4=FwHa{#qK+vNSWwsrZ`Z90*jziH+tbZ7{dLqbekK>wd-#U99Du_BZ}zHC3M z<`vo|PJr}%-y;x8Bn4{zVdK@??Kndisl@M^8nuS)jjxGpF1J6^cGlMCPmd&Gu>ipB z-JOx|<>^Ajj$_;PqL$r5>&HQw-sR0_G#0bGre@^F+tZU*ERaTllcq{ncS&-*CyeX# z$PxD|qrBSDqJ^3<{6Lei2^;_d{)8Wlr|peWz<^+GXE&TcB35fQjov}++ z;=1B~-^J+hA2jS`p5_LL8+KZqo|Fet4Wp*>7FyTmK}Gr(6Bv1t#Y_}7Q1Wgf|6@EN z@EtttXO#{A8nzbzfzPj{h4XiAuFh}}+IpiMO)8E4W9;bzh-EOENalXoc2sM-!5Ll< z4m8lTdfm8D7!3H=P6VFEME`la-3W>qAR+h({ehbM&+@4^n8KM(WntYp(V@fqbB%A8 z9SD41FVjF-qHjMY?z|nN@u6p})a}CNa=RS(M}vRv5DyP;WMt$IP!Rq(kn-WlU(66V ztk!=(5V-xX{J!4ArKI|0*fxUy*=ry(hShvy4PO>&d_#b`w(k3OVc(`rNkt{#;_^_- z2ekjQ=7^*w=d}L?mq1^L^_Yk9zs?80{qx8Ffy2Le_CHX-)&J)${sAfk=Km+E*9=ND zWu&>ex&NeT5Fw=*oeSLXeFM1%otv5QFDNLe!o=V$|mXmpgKupI6QxrTh*NQAHhaL;N%K;CV@`6hy!UO zMWe*|8gWeckCgI);8SKwX)Q`ocUz?CBLwM~@b^c%;7Jjb$wf!?Y z10b=p0|8T%f56)8^4}Zu3{w*qNn-!7IFa+e0lhe2sq6oE#5oUNbtb?2S*F7z(Z9iu z4B_k9(OMn;pH0;L8>U*yWBAGYA;`7K#6K(#+x_>P#YMl$T)r_a0xU)O-xOJ8QD9@3 zGJTm02>c*gfWJEby;Ufb%%+a$h!rZ!c<4P7(r+?dAhdX(LRxqFlj)ClmemAVEFdi% z8JuQf)lwXrxfUow$jWg&Cvj$RBo?qPk)|fpi)K(%CHuR7hsiq+>(aU*mfUB9uV)nj zPS#fi`HQj0eD0) zWD#v+dK8Bf2O)**9khXGRX76{S3bp~zz4_sH#oIQIvM6*eC=Q+ZO{RNdy(Zj(y5ZT zxa_Ijti~#w1L#3;YQ0NZE=ArX9Ia&(QNWO2Ks-%QMjO%6L3lTM6+oI!K^5AG1~y4& z2PX|e^+kVXJ`im>rs2{|Pfm7NWSR~>az_^O1>IRQTr<0o{>_~`_?_^yi*uIxV1XQ4 zpB%29|Ff#;RxETZF{ejyiTLR7k;T&1ON;fhL#5G29AYAWSMn`B^8bHyrrH|45@OC*xa+y#Cl&pClkZRDN3ws=)md!C~MX3T*TVVm-ad z8CNgHKbAa$FHEHvqC-e9eL#5ibCHu)?v5b|Fcn{a1H6siNm`{UoAZlGhOEV#MMh@=W^9~6#T05-c>=5papjK8voJQ zB|jV;A;XQYL72|!aGQD7u8wv3=dt#J*oOgvP)7G`72Wa#Yp%AOL=WhAcEIW%IC>Ee z^#?PY$;MDsSJl~sHr}>$;=c)G_(hYmNPXZ>;fNVV913Z!+4B2AdkdFEHn=Q$ z^WA+4%x-r%#Av8Ml#PL)R;J*_Jj*ndlAZVaw*S`VfV*Ai8=2R_F_+~3o`qhomZ-|2 zul!BfBt`e2^Z~9a-K!2VQk*|R*(KnD4a|o^F6w~v*fBknv@$lh)xiK9EYRC0W#+6wV@BiNv&;Ly!gCf*9>w}_`wm!VK891JW6|(DQ zXF}yMlES}1f8Yj0wx$$={~zL3Hh?>=yRd2l`5zcZ7A_p38D3iL#FjQ_p2=+=&OGXjAia!7nqEabg$99k$n<5Z`%g!qW*e zUuGHK@m@x_V#s^`x2okdvg|IQ0Hh|G;zfax7cwXd2UwycJrOnbVr?c9FZ&8qY12>7Hdq;@=< z7`d~gSnU?{x5_+_eq&!P0FOJi1=?E~6C@I_I2mAl@RzL`HH{FSkduL6jL@&_7db8G z2p#+XZoncJ7M_ntqn#^Xv6YRAqMvbSR#VD1yD*uu{4`+;~RPp8#^o?YuoJ#R)*top7nwFC71^cP4C6w7upA{cMG&q9 zM)&H~C{fQRtp+orXv@`#>4QApX;Y9W>)G64g;q)ica@|5vtEEbGG?f|0+X%e=8j)i zk|J8Xs!1V`Yy~7~MBO>nd~dn!i=mKFpHdk3c2$VDaz`WT`u$&+_}}LdS$U;FpyV|53u!_kig15`ch!P9B)uF*5<4-7m2g z3cKn0aR{VrzfeLvZs2yVA-)cqDtj7ICd5T*ws+cTGO=Jyfhjie<*l1;NAQ*g+WW|WI|F~A{Mv(SICEOGMCb1 zf8dHS)4V^IR3JfSh3t>w*}9&&P-m*=)#~vwpytkSLqzjgkWmAQ?6SN0svynd_&XeT z4@F99#b?t#SdPs-{9Z2uDOabx1%c>fx%L1?sObb_55rna_06ac$VsgcAx%D+cF~k; zbBksVSA-HjS+}d}Ec~>;-di|+)NYg_`yFq+--@j`=CcIime`A&4ae?N`uJ0t=~=1!VnL?URFNT`+3jyg?yCT_4X#U9(HiSX#Ve$b+drq2| zG4dycA`13!loa|EfuFiK0Mp*L#X=H~Jr*OHYS~O>PxzE&w;?Y*vCL*49sQmOdjCFF|FLu3Rll z)}1Q0C}J~w_eRu-bxk)pgDw8#rFS+MXa;jLF)y0nmT=Aeu-&_^;i722A zD6q9R>TWk}m8fxh?!b9cN!RWBw6+DVrE>3ChN1T9E$0@WDKH-ROmMr8@~4qm0<`G z50GY$a}vmB8X@KsTGQ6}^(}qNDR=B|H$AD^uqqu9wFdVQja6YXP8Y0s>{2CmShLFy zAI+ICp;3fDOA%gv*mAe6xOn(30NMWmR&>Dd$k5)!qBf+m{azm*XM>N2>M>M;t!GsJ zpPu^6+P&ViL(SgU&z+G568}9u5fM^gW-s>qCSh|*!1Grl(ug_ot^O4iqz!y^LS5=> zQU<`H{`nW?cz3=R@di_G$E}>sHvXP?cs5Zbivd8oavIgT^?H<(0e2qt$;i#N7}%ep zH7|;2DLcBP`20h^@a5ZbmX4VPv5;q(<7mH0^bJJ;%KK;20dg>(kd6t&luAZ`WPGT? z*!5E9te^P2Zz`oV>8IXIk2}Bh{I}m#93umUCg!{!>khxC*ViTTq4dO!8KpSu_H{W1 zD)c`Ng@zxYJ~`4cIp<>+_?axPr90yo`3e-OVID@EH`$YD7D=87Lm}O<;~t)ZeFbk# zIOjAw8Qteq+(#Tx2yjqO$ur?Jy{pFheoEA2H*If3Lugku^X1|8$ZYUt#(AF1OAwcH zq3rZD>w`Vr?gQLa(!552aqfKOY?#p7yO`!5;fpAWjT1A5EI$r3#IjdGI`yo-&@P+I zR@7lPg6jkt-WaNtz9EL3|zZOffHAWvGJ#sNv9@vz<*eU-`lubnUFooowqinKz=na5`zsOKm;#my{iR<2=I=fyV%R$T%ttde0QO*JIYE^g_hU; z$L&2rawKv}iRz!>r2acA(0Hz@Iwu4d+M=gNm9qVyHu{0{LgQj$^(1?S(3c`p3XgA! z>cUpM%g?OGORStEGlP_ALs)4EUC;Isbs;j&?;84oJC+POZ%b3E@sT&@#&ccE;n$5G zi>QY6QiR|LQ-HN8iqIk#rro>Lu^OC+5ZLLLqjeNM5AVNY(mTD7jUFT}1!7oj`9_+bxOOJy4CU?1K09~fhXEY< zNhVJlMena~1quR|Qf({XAvL`D>y!Kg$d_5fkB2?0+tyFUEV$K!)Y zWR_!=-wYB4hV=kAFo7QOn#x424WclmH&`P$5+NLtf9|+yU5MDHodqG%@$CivN=>{9 z1zNcW^o5QP44_+J%ME}n&$gI5<_?rVkL4(-Gx_uq=;98ka4JF2-VW+0~R3(+ntsj54YQx_>5?I5Era6ygfnS8)~vMmibd z>Rw~)>&v6_dlZPh)4N%mO>8>jgYt^4u=+3bm%ZV6NYO}p{vS9N>n!<(83qVX>gfp` z^F<<*avs{FfIy4m0w_(Snjtwbr!Eim@6PPhh}{r9uIw*U-(1`~HMFTxyv>@ahxq+AXOb5j&iP}V3}tiQs^cI#=?S1`aROID#!ZIAqLrvTCJ~M&EU!$iOQ`f zVJegNGk>!Q8@#H&lI>>3k-{qfs*Gs)c)?^)yu8aQY;&=_p!B_UzjvGtMaX3|j%}sO zVUzUpj1EzXy;=*r6U%`Ll*?m$Zf~zir~|MdJSH|EfON*bke3j=T9H zPc+6?e$;ChBzbm7PtyNtTzLg2pJ9y%`LVuE+4y|zuZwV9RZNwmaeDOS)y`~T+a<`@5&R2i50v2ffY=H8}$0Y+f{1>{*ibI_5S&I1UqU%Jg48PF3m`%NM~s{ z)D$e;fqS~KC0w-ng1rChEC3NgI89`R@M$^5NaOWLl2{ZEu$ucUie*itFpJ~M;7OI% z_iDF}^Z~2a1DQ6w^AVVAYOmppill{mq|aXyYBK~VwVLI#pZ==&K(=|VIxx>eVlE~g zr<7pXnFH&x?S52QF?n+y{7UBrdP8r6+CWneJQvQ_kUt{tlswLP37=1IVijy`G|Qez zA#uQtca;KgX*GpdcQ|)$gMQSxIy0Z&t-hJ}(%nW&*GVjuJ`nO4iQ=xeodXfm&BOlc zYZ1UDq6;{ej!-)PJRPzxOHQ9$Gu)C(L^>_wr#lD;uy^w~+~cEAG=VCzwd03n-nypn zQ&>BTJqR?)vKO=NR-*+d(?R?TjoH;{d`Q`-#mAU?|{oClA?Zm9%f55T@lwjRN4+y_P?KnV;^5iN%j8Amz!b0 zt?u!*vfI14LP8BMnh?{Oh#jmGXputMpqGO&0{}xnlH$5QF60zz-5lx1&LS-=A-jAT z3vRhGV<6(c8$l~aa!*qW_(FYBSO*X!c94YU^L^;P5X`ztE(`?*!jsFldR_z+nD7Xw zz~wU9XyTKT#`$svYtR^zS8$h5bNS;KWNi?y0JCZPsKeFJ=I&$K>NJh?GcvaeG|wMs z_eV3KWcZYTp73-{zVeUrjEmPc>ctTW^)|vo>=!@@%hiIJ(vlI1#KLP}ERBzTn&e=! z{?tStSrVd1yjOshxATi`9~u}dX{R2%_1TG)`M_BpZ85q={8sx1*Zdfx`yaUzhmUh0 zY3%xAPq@`g4NJ~_pCDtX4a6!{U3acUT0##u!z|tMvN8||i&fFR4D~9r51Ld;Pt9YK z@lm|JNVP`fj#s*iY-}>;aBlzu5*bod zDZPjKj)L*Rn<<2PMlXuWEb4>%=%zVO@0B)i)_RAaH zIe~jH8I|&gxj9zjnetZhGs*Y)K+d!Hg)&Q%%)6WLSZ5K-aUj!UNZx?RsS!3HBUSyt6Q! zU2x3tgw(p~Z1EJw;$GUNQxxu#H4!c>cq=-Fc~(eA6+s!1Ax(89*Hs5MEP4}#MK2yI zD)FWT8?7c7goFhr0^edPP!T#^wvsbT)(nNV4}4ho|V6>b-`LYTX6cLJrmX$sZdpi2#ho*qU~IN--y{Y3y{t9 zZ;x^jy%i$R55lOj6)QT-AaG)=NP)R2BS<|{_2p2 z#{J;PRVq@1Muc#=tc1(#xym7U z3hs5C+IvIC-jFm`d(NYOx9Dz$yd1ha%)5W4LHUCrK$t(NFQ133(=@(>b(`yQyPE?n z-phHlYKufp+|L&IP-=@un@{9^U=E?cfl}L#b@2}+wtr*(G}gKK40rMO1axJ@d(N)= zeW#SdkppxCi-Z?Zx?K2&^Nr6;pXX))vX!tLbl3Q}XoiLHb%<_sw8xEtr7@ z31a21cNX=w@lw{Edf$o)EBN zKpDQPOugtAJ_R_kT&RJg88`$FXhsl_)W8EvlPhn#?&6o^0vs%aaKJh5ANNwkTA>2H zwZ)yxT8EAB;n@3;@K3Y$jGAe{0?W+l$KO-UCCqCuRVrgy`Nk0yDg5#B$%lp^$*JC) z0(T>pT$eLE{lBtKixNqAcs*Us?hqht3tRDpDx1BtIfJ9XqnCc}R>}B%Q%-(2rLEok z3r9Z9`*!JE#dW#t=4jE2;hPmlTZRG8BlQ;|wFLn&^2>^6|7l;_9di_L|Rt;)+X3;ji+nM~OoNoo>c6bOY6x z*SG0kmBhPZi2+a|-I5av(_r3EtRy4=}OFTmF9L13Kin8{v6-KFfhp;tbE0IszQi^%>BiwO9lk89G>974!L- zmK+}#gYiV6+U=V$$Lhi4xb5BQD*~r%5uNK<35m8ld2bsc6L; zbmxTS8t@dvCdxB{t}{17KJ$JVdhdhg)D=RnQul=?{b+eUbPz{Sh)hP@e!zXKGW1)K zYpu05)pwk{2c*^NwwlcIz3wR``ZA|oE`jZ(#Cr!ql)8ub=4h%bCzrD~^(FCEfpx@ z-SiSZzkiBM`ARLpo&fyEQhtw=q@S; z6q@i%Ex6LK$12zmtOo}t|5~x-U`|U6R?XGuJV^%Wmbzmf=K>}gpQUL?igeV&#n4Qr zyI%l2hxU|;yO#QS{&;9y+;c}~=U04g%es4IhI%DPJhvClfG5BZkSpr)R1Nl(o8V({ z@!B2lX@AE&Zaz0J0Hk}Hj}3BMAFAu@if1BK_R0Rpxvx_Ze>3EGNjnp`XGFPpRq?d! zuoMXb4?r!;l2F5c?D8jf5_kD{D*3hU6_XyZF`+OmHoH*MxZHg4E(U3u8F2i}hSfh3 zySO8+xLpg?06j`wn#&^;T^**1y zgBF2bn3|Y*#aY`p)qU8 z*LJJVS^Gwtj}!6e-fK%=GU9OtFgqYq+>;lE2eh1W#A-y}B9R{l1J%yntG8k1mNJ&h%txVTtB^+@IwN=^XhnZNuBWw)h#=} zY{voCa`KYRTc;F!kQxPPb(LeN4T&!Uj-*&2A#|b2cI4A{$jHv)<&|2j)n+959V?Z} zVz@u^^blK7zbBmEezMZ&^XDsY(7?Xf?S}Qat}k?g#4gb2BmJt4K!DE|&AL%Iff2wR zRBA<+Q0~afX8L2BLnxVs_Y+SDR5NlkPv2D&D1A5SnIJ$=Qw=9xa&so;Z+e-^A@t&6IE5HtawxT0=DF8T3a_r^`A_(hx%1st9Kn_o9>2PSGPm1?iVZW+LkcWk@I!$J(#n8E<#pja;QLeeDLEJZXQ z$LfZc^zQx9H0}jJ@<>AcbDDBo81XQ356DcqYg2)9>PL<8s;*Y*OmDuGl4k(=T~5Y3 zpnO)ukwA}B5K)*B;+@%S|H;jwFe_AGVYimkY`Wdro!Olwz5P8lBch_oXmGIl)B8N9 zHb3j?ecjug{kMN?#dSqKMqBhOY{_?`qNYqN-cV&@xukPE64B=}dj_{Rst&=Ymo56p8?<|W zK92fFVR2=5zkons)ria)iBaT?8G&wJe!^vGF)`A0OO*0_n%{jsSh}n|%sh#=j1kq@ z1=4y~_l&Pk^7H-nj`zTEEs15fJoGTIJ5%B+`R|WOw7Prj4c?E3;-8WUZEjr&D`Ms0 z+x?p8yb`#81bqENlZkL?$T5c~$Qyd;33;ELf8uR=3Bohx)T98QnAI|rlUco(;o)}U zW6#!ezXzY*LVS4$dcY)I;AG5iIri0Ra;9#OhrMrFi_=uD-i%?NueUgwc?q!A2|;Er zISLHjl1~Y%QJ12K*e*74Zx{~oo4?@tppQ$| zVu0uU%ah$=uG!Vgg;aM*C)hn0TZO#@PHFARUpPNUe=hivD1GJ~^Osr@63h|W@o6%C z3erm37luI44-zj{7my-xkTWk7+XktSNEUHAM%(qdv$53EG<;>ZHdmUFB3+G5nfyon z)EV-O4JJ<+1utgoxYoS3=e6PPemy_=rSvm^r?NGUxk1qeC9(B^-6;|>$RO9gW8po{=Dc^(=qiu zfc9?mG@h1X2+S!d!82EV;4rJr-p@{vdnb{Y2!7A&aR3uf%w8Ap+a0b zVy?;!gw^{x&_+o}f?S`dUBe?#WE=gnedwU~a9+X(2ru0lMJfHP<#-*B#L9UkA0OIQ zvvy)h-)YgdE22AR|f*lJQM2frVuc@8^aB2$vss8&;?--5yJ19q)bv;CX(#FZR{0& z9om-S!>&;pe2_%0h>7?u!`)|NCApsWJvzg{K%fKS*^ahDs%yqY6qlnVnX5xbfH%5) z^pdg<_*IeO3sMkASp20JHxWN!UE=BHL4h3yBe?sAp2`2&#$164D6VuvizbVeVw8gc zZuOlk2ew#dFRhb<^CUFaxuV#Fun{=pW8{J zGomov@27QMHpvKcbM%GyG`ONLr^W~1I%5}VYTNIMh7)t`>v~=k8_atvEWKYj0OFy2 ze~LFza|4dH*q*Or6f+KiFFceR{9WFDfVB$D=H09rV*-9)(_coq3KM%Igl2#M|&muRHgx;P9)6n&UGNCXzWg>zg$e_)E+l;I3(Et6s-Ef?+h~lfP zK)5DFWn^>>>*B7{nrhmu6qCpeDEO=4WR60J#C#=jjy79RfXZWpi-n6UICBp(9td

O;*IOrFh!zPz zf_ZX;6Lc9eL2Q%d_~h|8NMG|%^2`JdQc<$UVEmS0e>G&`t6L<-`zi~F45(6ayFi>3 zanf3%`6EV`_DhuWLu;s$qEkM{XvN3KBVkc}co!2WS|uSxiMHcV5Gfq2$MriLw2l8j zYw}|SDF(phv#4>n2)_h}h6xtYh)ATX#>Rg3@5JwF zAwmVx`m3zRk7bwS2$>QXXifq2Ct+i@l6J3wIm+UkLvf*q08kCoT9f%VZZ1$d-*FK~ zn{ZJKWkt1cQII^HJnWl-xmCIOzpEuuN@dn#WbFF|!WGZiR%qSrOAw3{SSI?I!0RSE zrx$gHs~BK(#=Dwry0Wxy4VkaPbjp%!Yo`?{=Fd2~$YX*VgI>KVMj?Hl{i2ZGggXAYH;A z^G3M356ADH=S5~LPPx87lRBDuEXu7&BuQ4S+=|qQzS4PtHCd>FVPXW|5yaYP8~ZZx11zuaJ;=NnD_O5 zSl<&~ASkplo4nuo+u(M}x?!q!_Zk7SSs7GL`px z{fQ;>9($?hq-E2`4S1?)mDu?qUzSpOF~-AvcvRO;$~@B_Nf*|S6fTkTmsp9UPL+yG zc1uNRe}%4%wX!_Kn|$59R>C%nNWUu!xP~sMs^2X%Z#ZeOk5=BfNF^*~=jnUok8%oa z*lC0cJZ)lj(@vP3rEDO;*fsdwqO*Tdr_+jdz+BYHDX>@1B%5G7^F#1Yy3*VN+iRZ8 z6iLkSoUG5)!I8t9)ja_ptPE2Wc&cbV<9AK5@QhEJ=dW!Tx$a-IhXtv~I)AM8Ik3=N zZKl4l^XQ@@Xx5a_qRXnW6>oPo)vmEASjtx7jj^>3I|$nk>_3`4RQ7U!6=szE*>(SW z!@py3`rXLKyV2doP<;euS^kY#()qhp6oE(YyRHI5!E%P~sk93^8rtP}Hp!I`WjceU zUgnhT3aY3%>au}~!-WJYS(=8wG%eY^e-71qp_u}j**|_MdvN*&cRc;l@y*gZgT09v z^UPy1)@QEg&!G2Q|-)v_)E-_{ElhRs8jJiy2oss(#jO9PvR01Ac@6uCN8?<-D@%~6+ zlhh+C9(|bPHlO|2xMfap9zv-s`%7oer>gV1Jr?tNx;4#nGJ2P)b-_uF#Y(8yr{3kn zIEtw?S>Ho^OUs|gF5W>%Tfxxsod9;mC=f~2C6W(+=vt16*(8Odv>sS@uZwhP*h$#j zSN^``w>|L>%T~__(TU9Boz2F>klJINB2%b~)7SD?bu`Rb(GcD+H8vAZ(4!2x=K36> z4k#}Fwx|%Q^TEk0Tp`tRH1s;W(CYK}OdfZd)#Dv)2d$2tDr4#Tx1Rk2r`rv3jZzGq zyJ|tbR>AURT7+bY%t0Oe3;Mx-#z)Dz(^1xq${Fd$x0DsyiuQcfI}x4Bw84Ls>k;Hh zh2&Ji97_2cN=k%^189j)MS6Fu4_%wjRVQhY|GpHimE6J_1!^X_f%2SNk_%tc>9xDS z^!yc7B2vlPS44G3Y|)_JT)9@Mx1I-=UTwPx(6z8&9)ab$=SL0u40+hdYO7WJ))_HFXt!{=5HrGjk`K zl4*fi_DaJWGm4Cz?bSe8lU&9yclFO}ZCS_OPqJk$oa8_R;ysk8Tiwg0GrvujJaZC9<$bji~?@fE4F zwfL*|b)C@i^p-%kh-Z1klpb!nE`s{bT#gMa1cr`T_gOny{;$dKlyvhB!&>u!iA?I@ ze$@F5t80s+xl^|&2IsoY+)m;qYY)dajAkw*Z>%*EJ1%o|uMh5^ z(g}Y&aK4hQ>SH_91oPKQN~x}6R=;(#ae+y`%G2tsiDWCZ#Ogn^bK2!Sx9x&CzAds3 zzPvu&;qM_xGykjtBwTxn#oc{@xnAJ5dC%gPi=z>0(*lu%%Ma?D*&ele?Sv-g#Q9@g zBaiz1r;XE%LbFfEh}l-dNMn{8K8TdR1<=IlQgF6<+ey#DqnKI9I?i`w!JIj#3g1O9T~Zz(uTh^CdG)$S}@B8n3-2P-11=(HkyrEM-Bf| zYG!%4G9OO3qCC;mDA|fJA_fs=fb#(`A+?X)Uw?0{mBYFi~ zR4Htdk&%(FU+*lucr$VVM(x?CP!x!cjqSu2x|Vl#<~|GZ7AyH7qHF_WnIMV@RS+;; zp|XQd2jPVvfa9Lvg=(7!Uf7P5Bdzn+wVQ)Ulu^NyB+;G|#Me)%gYLzff3zxDin^C$ zY)zoTpVx0=>-wKhQe+~*-&uwrJHmfLNPNNBL-6uN!WlvJo7VHu$<58}|NVOeG+mz# z@hoZE-7{&`n1NQ?lbgF_PV*RH&=?xH70LFRg$3Lk_zls|7tEjC-`{Ukiuhh!Z+aHA zUK?wub?l$d*(h$lrucH2v-p~U!D-3s!hG*fc?F|vSv<}sx#bbInB(Z+w?JJHh>)hK^v167yAG@+$JxUe9CfV6D>er@NBb( zi)T7$3*U)X*B!k++pTsv)O~@6w*%U8-y0el`jp_2&=FSCNP{-f>7Oe3tF=&(hb9p< zRIKT7cT02g(X(m2GBBw&H`;~rw%mN_gE-soag(Z}27&8icC* zEfdhVm)>H-_+D3WwVK}OjTZ9 zzC+NvRj<+%+Oo&ac1fK*WdOQi<1#YJj@Np3K}WHgm6g>JHyM3C&lxw)fcTEAi4F;$ zy|{#g#A_y|$rx(c({V)+o$-_C>+7sVO-;?`kH3J%W!lhvZhh8QnfbrK$gfGTiZU}P zKDmpD`GNM#22U{S(2K38g$tu3g4-Bn%a|(A?hKl+J;1dCjk?}f#`_D6>Mo0J`S6}t zZ|Z1vcNH6?a=DxqqseZo+J(HK6rNqsNI2FLNvx`(lAXk1T3A|opqUc!d_uX%(Vay#ah?HaWEKRWJJ$&(ueZK{r)m^@~nf!H0imU=X6V_-Fx z)WSs%G@+_XNPJ;uXTLT|f}{qMoj&LGytJ)fI8g9-XK86EurD1+&&b%cdRvaWc=|uv z)*^eTBr3kjR0xr@5)+tekx&6--Z z){_%IRo2F5z`n>4-5>wG@=WHoO0Kb*OJMbytFcPvb1+FPOJXyW%)hF&ULeY7t*ZL) z<;xfJzsLb%`}6gGD+aoj6C*TtWps4Xz-{9`b)yOs^SPdnY` z-p%W3BQaUn%e}+lb1gzZR3lJw&rD*!#ew1Bss4BdRc-C!hzJb$8bLq(NaJBk(WlO! z?RHf1iF6^4)!x^DA-h1JW0wx6k5)R*K<_JTzjkRV2$Pu8VuDU1A=j3-7+=>_43|bu ziI-$bMNudhFvbF0^Z;xWQd18BotKU!5F7W+B-6O~c=+RoEjJ3_K7r^rKcc}s42mVW z_32YutOOH&NT?rxPyiXR1jeZ!3RPE8QMomeQP-jwQ(?E*2X{#%EFC7YNrHa;DZ?nC zyv|_k-IChHtf?_=#a%1VjjdU4pUZ8tSPYCsA!xP-)5h$zL4jVOVUEnKjRxy_>~pES ze{bL^oKe4#pfxz0Ca?w_N*9^~w@)yBx(C-ijL3awZFg9(TRU?f`p#xJ2rem*118X?1dF7U z_RRSdrcC*B-0FO9WB5&_vtv2sRVQ`4hNXfcRqZqWnK_9sj(iEd-JO--ob7MgRGoHUu=-zc>DQ zE?+T=tCNiept%C_Wd#M%#v1%S_qUL$#}J4%*8lQsaQ_tD19xcy75odpfO3z>BS9$k zT~Qjq9QwW0?qL5%YLZO^1Q(9 zBbwy~UxcsLaU;n^T0~ONAdoEhJ}?ZDl9GscthGC;aA_5&Zf`rWMa)3kv}UDAB=CRN zm2MD7CX&K4REQ{1QBl$Og3D6LmnZl;p|t4)uuTXgdI~0n3ZaN((ymkT6BXUq*Z=|( zsz}ae5IApr0ja@&_@2H6grkV`x;vYW$tgGNrI8Z>AR^x!oNTLSG>jmGN&X{e^uhmY xOo5Mw`hN!s{-1F6{~rWSf&a6#|9?P}2W+FW06`tm;79Pmr6m-^OW)}G{~z)CBYXe= literal 0 HcmV?d00001 From 67490de981cdf9bb55465468e5900e5aeadd4a6d Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 11:13:48 -0400 Subject: [PATCH 05/30] Adds images for visual reports Optimistically, this is what it does - just drops in the associated figures. --- docs/outputs.rst | 21 +++++++++++++++++++-- 1 file changed, 19 insertions(+), 2 deletions(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index a3fd6f0ac..cb4798b13 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -158,8 +158,11 @@ These reports consist of three main types of images. Component Images ```````````` -For each component identified by tedana, a single image will be created. Examples -of these are shown below. These are designed for an up-close inspection of both +.. image:: /_static/example_good_component.png + :align: center + +For each component identified by tedana, a single image will be created. Above is an +example of an accepted component. These are designed for an up-close inspection of both the spatial and temporal aspects of the component, as well as ancilliary information. The title of the plot provides information about variance, kappa and rho values @@ -180,8 +183,18 @@ with ``--png-cmap``. For example, to use the bone colormap, you would simply add Finally, the bottom of the image shows the Fast Fourier Transform of the component timeseries. Tip: Look for your fundamental task frequencies here! + +.. image:: /_static/example_bad_component.png + :align: center + +Above, you can appreciate a component that was rejected. In this case, the subject +moved each time the task was performed - which affected single slice groups. + Kappa vs Rho Scatter Plot ```````````` +.. image:: /_static/example_Kappa_vs_Rho_Scatter.png + :align: center + This diagnostic plot shows the relationship between kappa and rho values for each component. @@ -189,6 +202,10 @@ This can be useful for getting a big picture view of your data. Double Pie Chart ```````````` +.. image:: /_static/example_Component_Overview.png + :align: center + + This diagnostic plot shows the relative variance explained by each classification type in the outer ring, with individual components on the inner ring. If a low amount of variance is explained, this will be shown as a gap in the ring. From ec3d9a0666a92a5eeea3649749fed816bd5b32bc Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 11:17:40 -0400 Subject: [PATCH 06/30] cleans up spacing a bit --- docs/outputs.rst | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index cb4798b13..dd60785b2 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -181,6 +181,7 @@ with ``--png-cmap``. For example, to use the bone colormap, you would simply add ``--png-cmap bone``. Finally, the bottom of the image shows the Fast Fourier Transform of the component timeseries. + Tip: Look for your fundamental task frequencies here! @@ -198,7 +199,8 @@ Kappa vs Rho Scatter Plot This diagnostic plot shows the relationship between kappa and rho values for each component. -This can be useful for getting a big picture view of your data. +This can be useful for getting a big picture view of your data or for comparing +how different variants of an fMRI sequence are performing. Double Pie Chart ```````````` @@ -210,4 +212,4 @@ This diagnostic plot shows the relative variance explained by each classificatio in the outer ring, with individual components on the inner ring. If a low amount of variance is explained, this will be shown as a gap in the ring. -Tip:Sometimes large variance is due to singular components, which can be easily seen here. +Tip: Sometimes large variance is due to singular components, which can be easily seen here. From 7e5dac5dc9a174da9036ee7bfa0a305a0bce953e Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 12:22:32 -0400 Subject: [PATCH 07/30] corrects spelling error Co-Authored-By: Joshua Teves --- docs/outputs.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index dd60785b2..7f5f0ce42 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -163,7 +163,7 @@ Component Images For each component identified by tedana, a single image will be created. Above is an example of an accepted component. These are designed for an up-close inspection of both -the spatial and temporal aspects of the component, as well as ancilliary information. +the spatial and temporal aspects of the component, as well as ancillary information. The title of the plot provides information about variance, kappa and rho values as well as the reasons for rejection, if any (see above for codes). From ec46c629d8efa413dc0ab0892993261d3ee78de9 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 12:24:57 -0400 Subject: [PATCH 08/30] adds notes --- docs/outputs.rst | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index 7f5f0ce42..130680e31 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -163,7 +163,7 @@ Component Images For each component identified by tedana, a single image will be created. Above is an example of an accepted component. These are designed for an up-close inspection of both -the spatial and temporal aspects of the component, as well as ancillary information. +the spatial and temporal aspects of the component, as well as ancilliary information. The title of the plot provides information about variance, kappa and rho values as well as the reasons for rejection, if any (see above for codes). @@ -176,9 +176,9 @@ Slices are then selected from sagittal, axial and coronal planes, to highlight t component pattern. By default these images used the red-blue colormap and are scaled to 10% of the max beta value. -Note: You can select your own colormap to use by specifying its name when calling tedana -with ``--png-cmap``. For example, to use the bone colormap, you would simply add -``--png-cmap bone``. +.. note:: + You can select your own colormap to use by specifying its name when calling tedana with ``--png-cmap``. + For example, to use the bone colormap, you would simply add ``--png-cmap bone``. Finally, the bottom of the image shows the Fast Fourier Transform of the component timeseries. From 32e830dd26fd4c13c068e195d45924344b549b41 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Sun, 26 May 2019 12:36:32 -0400 Subject: [PATCH 09/30] makes sentences on seperate lines --- docs/outputs.rst | 67 +++++++++++++++++++++++++++--------------------- 1 file changed, 38 insertions(+), 29 deletions(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index 130680e31..4a54cb227 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -150,9 +150,10 @@ I012 ignored ign_add1 Visual reports -------------- -Static visual reports can be generated by using the ``--png`` flag when calling -tedana from the command line. Images are created and placed within the output -directory, in a folder labeled ``figures``. +Static visual reports can be generated by using the ``--png`` flag when calling +tedana from the command line. +Images are created and placed within the output directory, in a folder labeled +``figures``. These reports consist of three main types of images. @@ -160,56 +161,64 @@ Component Images ```````````` .. image:: /_static/example_good_component.png :align: center - -For each component identified by tedana, a single image will be created. Above is an -example of an accepted component. These are designed for an up-close inspection of both -the spatial and temporal aspects of the component, as well as ancilliary information. + +For each component identified by tedana, a single image will be created. +Above is an example of an accepted component. +These are designed for an up-close inspection of both the spatial and temporal +aspects of the component, as well as ancillary information. The title of the plot provides information about variance, kappa and rho values -as well as the reasons for rejection, if any (see above for codes). +as well as the reasons for rejection, if any (see above for codes). Below this is the component timeseries, color coded on the basis of its -classification. Green for accepted, Red for rejected, Black for ignored or -unclassified. +classification. +Green for accepted, Red for rejected, Black for ignored or unclassified. -Slices are then selected from sagittal, axial and coronal planes, to highlight the -component pattern. By default these images used the red-blue colormap and are scaled -to 10% of the max beta value. +Slices are then selected from sagittal, axial and coronal planes, to highlight +the component pattern. +By default these images used the red-blue colormap and are scaled to 10% of the +max beta value. -.. note:: - You can select your own colormap to use by specifying its name when calling tedana with ``--png-cmap``. - For example, to use the bone colormap, you would simply add ``--png-cmap bone``. +.. note:: + You can select your own colormap to use by specifying its name when calling + tedana with ``--png-cmap``. + For example, to use the bone colormap, you would add ``--png-cmap bone``. -Finally, the bottom of the image shows the Fast Fourier Transform of the component timeseries. +Finally, the bottom of the image shows the Fast Fourier Transform of the +component timeseries. Tip: Look for your fundamental task frequencies here! .. image:: /_static/example_bad_component.png :align: center - -Above, you can appreciate a component that was rejected. In this case, the subject -moved each time the task was performed - which affected single slice groups. + +Above, you can appreciate a component that was rejected. +In this case, the subject moved each time the task was performed - which +affected single slice groups. Kappa vs Rho Scatter Plot ```````````` .. image:: /_static/example_Kappa_vs_Rho_Scatter.png :align: center - -This diagnostic plot shows the relationship between kappa and rho values for each -component. + +This diagnostic plot shows the relationship between kappa and rho values for +each component. This can be useful for getting a big picture view of your data or for comparing -how different variants of an fMRI sequence are performing. +how different variants of an fMRI sequence are performing. Double Pie Chart ```````````` .. image:: /_static/example_Component_Overview.png :align: center - -This diagnostic plot shows the relative variance explained by each classification type -in the outer ring, with individual components on the inner ring. If a low amount of -variance is explained, this will be shown as a gap in the ring. +This diagnostic plot shows the relative variance explained by each +classification type in the outer ring, with individual components on the inner +ring. +If a low amount of variance is explained, this will be shown as a gap in the +ring. -Tip: Sometimes large variance is due to singular components, which can be easily seen here. +Tip: Sometimes large variance is due to singular components, which can be easily +seen here. + From 785eaec2d9be4cd9fdb79fb3731e700aacccd597 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Mon, 27 May 2019 10:10:20 -0400 Subject: [PATCH 10/30] clarifies slice group meaning Mentions multiband, which is important context for understanding why multiple 'since' slices are affected. --- docs/outputs.rst | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index 4a54cb227..f5b8da93e 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -195,7 +195,10 @@ Tip: Look for your fundamental task frequencies here! Above, you can appreciate a component that was rejected. In this case, the subject moved each time the task was performed - which -affected single slice groups. +affected single slices of the fMRI volume. +As this scan used multiband imaging (collecting multiple slices at once) +the motion artifact occurs in more than once slice. + Kappa vs Rho Scatter Plot ```````````` From 6aadc1beda44bb7947d7c5984c3c9ff36f59eb81 Mon Sep 17 00:00:00 2001 From: Logan Dowdle Date: Mon, 27 May 2019 12:18:08 -0400 Subject: [PATCH 11/30] polishes a few spots --- docs/outputs.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/outputs.rst b/docs/outputs.rst index f5b8da93e..5826a52a5 100644 --- a/docs/outputs.rst +++ b/docs/outputs.rst @@ -193,10 +193,10 @@ Tip: Look for your fundamental task frequencies here! .. image:: /_static/example_bad_component.png :align: center -Above, you can appreciate a component that was rejected. +Above, you can review a component that was rejected. In this case, the subject moved each time the task was performed - which affected single slices of the fMRI volume. -As this scan used multiband imaging (collecting multiple slices at once) +This scan used multiband imaging (collecting multiple slices at once), so the motion artifact occurs in more than once slice. @@ -209,7 +209,7 @@ This diagnostic plot shows the relationship between kappa and rho values for each component. This can be useful for getting a big picture view of your data or for comparing -how different variants of an fMRI sequence are performing. +denoising performance with various fMRI sequences. Double Pie Chart ```````````` From 6752e22bfa5599fe4fd749f820e14142593d8cb4 Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Thu, 30 May 2019 10:22:34 -0400 Subject: [PATCH 12/30] [DOC] Requests no Draft PRs in CONTRIBUTING (#296) --- CONTRIBUTING.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 726411f9a..0da1e21c8 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -163,6 +163,8 @@ Pull requests should be submitted early and often! If your pull request is not yet ready to be merged, please also include the **[WIP]** prefix. This tells the development team that your pull request is a "work-in-progress", and that you plan to continue working on it. +We request that you do not use the Draft PR feature at this time, +as it interferes with our Continuous Integration tool, Travis. You can also combine the tags above, for example if you are updating both a test and the documentation: **[TST, DOC]**. From 65f89e1629bfddcf7f01a91ccb052440a6c22ea4 Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Thu, 30 May 2019 13:37:08 -0400 Subject: [PATCH 13/30] [DOC] Adds 'quick start' guidelines for new contributors (#293) * Adds 'quick start' guidelines for new contributors * Changes CoC sentence to apply more broadly --- CONTRIBUTING.md | 5 +++++ README.md | 11 +++++++++-- 2 files changed, 14 insertions(+), 2 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 0da1e21c8..601580963 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -18,6 +18,11 @@ Already know what you're looking for in this guide? Jump to the following sectio * [Structuring contributions](#style-guide) * [Recognizing contributors](#recognizing-contributions) +Don't know where to get started? +Read [Joining the conversation](#joining-the-conversation) and pop into +Gitter to introduce yourself! Let us know what your interests are and we +will help you find an issue to contribute to. Thanks so much! + ## Joining the conversation `tedana` is a young project maintained by a growing group of enthusiastic developers— and we're excited to have you join! diff --git a/README.md b/README.md index a2f932386..4c9066dc6 100644 --- a/README.md +++ b/README.md @@ -79,8 +79,15 @@ To get started, check out [our contributing guidelines](https://github.com/ME-IC Want to learn more about our plans for developing ``tedana``? Have a question, comment, or suggestion? Open or comment on one of [our issues](https://github.com/ME-ICA/tedana/issues)! - -We ask that all contributions to ``tedana`` respect our [code of conduct](https://github.com/ME-ICA/tedana/blob/master/CODE_OF_CONDUCT.md). +If you're not sure where to begin, +feel free to pop into [Gitter](https://gitter.im/ME-ICA/tedana) and +introduce yourself! We will be happy to help you find somewhere to get +started. + +We ask that all contributors to ``tedana`` across all project-related +spaces (including but not limited to: GitHub, Gitter, and project emails), +adhere to our +[code of conduct](https://github.com/ME-ICA/tedana/blob/master/CODE_OF_CONDUCT.md). ## Contributors From ac26ebb3012c8b2f56bedf7067b17f66a636e565 Mon Sep 17 00:00:00 2001 From: monicayao <35382166+monicayao@users.noreply.github.com> Date: Fri, 31 May 2019 19:35:05 -0700 Subject: [PATCH 14/30] [DOC] Update homepage > "about tedana" to redirect readers to relevant page (#313) * Small changes to about in homepage, redirecting users to multi-echo information and the pipeline description --- docs/index.rst | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/docs/index.rst b/docs/index.rst index b2653d081..7903a6de4 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -51,8 +51,15 @@ The ME-ICA pipeline originally performed both pre-processing and TE-dependent analysis of multi-echo fMRI data; however, ``tedana`` now assumes that you're working with data which has been previously preprocessed. -.. _ME-ICA: https://github.com/me-ica/me-ica +For a summary of multi-echo fMRI, which is the imaging technique ``tedana`` builds on, +visit `Multi-echo fMRI`_. + +For a detailed procedure of how ``tedana`` analyzes the data from multi-echo fMRI, +visit `Processing pipeline details`_. +.. _ME-ICA: https://github.com/me-ica/me-ica +.. _Multi-echo fMRI: https://tedana.readthedocs.io/en/latest/multi-echo.html +.. _Processing pipeline details: https://tedana.readthedocs.io/en/latest/approach.html# Citations --------- From 0369ee278aeea3662208b977643ed05b1c8ee2d8 Mon Sep 17 00:00:00 2001 From: monicayao <35382166+monicayao@users.noreply.github.com> Date: Fri, 31 May 2019 19:51:32 -0700 Subject: [PATCH 15/30] [DOC] Addition to the multi-echo fMRI section to include more background (#314) * Addition to the multi-echo fMRI section to include more background * Changed links in the Why multi-echo portion --- docs/multi-echo.rst | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/docs/multi-echo.rst b/docs/multi-echo.rst index 132ad8fef..42075a223 100644 --- a/docs/multi-echo.rst +++ b/docs/multi-echo.rst @@ -1,7 +1,9 @@ Multi-echo fMRI =============== -In multi-echo (ME) fMRI, data are acquired for multiple echo times, resulting in -multiple time series for each voxel. +In most echo-planar image (EPI) fMRI sequences, +only one brain image is acquired at each repetition time, at the rate of radio frequency (RF). +In contrast, in multi-echo (ME) fMRI, data are acquired for multiple echo times, +resulting in multiple volumes with varying levels of contrast acquired per RF. The physics of multi-echo fMRI ------------------------------ @@ -35,7 +37,7 @@ This allows researchers to benchmark their results. For optimally combined: Rather than analyzing single-echo time series separately, we can combine them into a "optimally combined time series". -For more information on this combination, see :ref:`approach`. +For more information on this combination, see `processing pipeline details`_. Optimally combined data exhibits higher SNR and improves statistical power of analyses in regions traditionally affected by drop-out. @@ -49,7 +51,8 @@ Collecting multi-echo EPI allows us to leverage all of the information available as well as additional information only available when looking at signal decay across multiple TEs. We can use this information to denoise the optimally combined time series. -.. _Pruim et al., 2015: https://www.sciencedirect.com/science/article/pii/S1053811915001822 +.. _processing pipeline details: https://tedana.readthedocs.io/en/latest/approach.html#optimal-combination +.. _Pruim et al. (2015): https://www.sciencedirect.com/science/article/pii/S1053811915001822 Acquisition Parameter Recommendations ------------------------------------- @@ -62,7 +65,7 @@ spatial coverage, sample rate, signal-to-noise ratio, signal drop-out, distortio The one difference with multi-echo is a slight time cost. For multi-echo fMRI, the shortest echo time (TE) is essentially free since it is collected in the -gap between the radio frequency (RF) pulse and the single-echo acquisition. +gap between the RF pulse and the single-echo acquisition. The second echo tends to roughly match the single-echo TE. Additional echoes require more time. For example, on a 3T MRI, if the T2* weighted TE is 30ms for single echo fMRI, From 6a842b9e354bda42ab42a710abf34f15c67a679d Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" Date: Sat, 1 Jun 2019 10:42:33 -0400 Subject: [PATCH 16/30] docs: add monicayao as a contributor (#319) * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 9 +++++++++ README.md | 4 ++-- 2 files changed, 11 insertions(+), 2 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 4808d9c24..0e723c1ac 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -111,6 +111,15 @@ "review", "talk" ] + }, + { + "login": "monicayao", + "name": "monicayao", + "avatar_url": "https://avatars1.githubusercontent.com/u/35382166?v=4", + "profile": "https://github.com/monicayao", + "contributions": [ + "doc" + ] } ], "contributorsPerLine": 5, diff --git a/README.md b/README.md index 4c9066dc6..c6959b179 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ multi-echo functional magnetic resonance imaging (fMRI) data. [![Documentation Status](https://readthedocs.org/projects/tedana/badge/?version=latest)](http://tedana.readthedocs.io/en/latest/?badge=latest) [![Codecov](https://codecov.io/gh/me-ica/tedana/branch/master/graph/badge.svg)](https://codecov.io/gh/me-ica/tedana) [![Join the chat at https://gitter.im/ME-ICA/tedana](https://badges.gitter.im/ME-ICA/tedana.svg)](https://gitter.im/ME-ICA/tedana?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge) -[![All Contributors](https://img.shields.io/badge/all_contributors-9-orange.svg?style=flat-square)](#contributors) +[![All Contributors](https://img.shields.io/badge/all_contributors-10-orange.svg?style=flat-square)](#contributors) ## About @@ -95,7 +95,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
javiergcas
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
prantikk
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
+
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
monicayao
monicayao

πŸ“–
From 8cda20426ce48e5632f5325d9ae44f62c79019c0 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" Date: Mon, 3 Jun 2019 09:59:36 -0400 Subject: [PATCH 17/30] docs: add tsalo as a contributor (#321) * docs: update README.md * docs: update .all-contributorsrc * docs: update README.md * docs: update .all-contributorsrc * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 5 +++-- README.md | 21 +++++++++++---------- 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 0e723c1ac..5c288af6c 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -85,7 +85,8 @@ "ideas", "doc", "tutorial", - "question" + "question", + "bug" ] }, { @@ -114,7 +115,7 @@ }, { "login": "monicayao", - "name": "monicayao", + "name": "Monica Yao", "avatar_url": "https://avatars1.githubusercontent.com/u/35382166?v=4", "profile": "https://github.com/monicayao", "contributions": [ diff --git a/README.md b/README.md index c6959b179..280481da9 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,5 @@ # tedana: TE Dependent ANAlysis +[![All Contributors](https://img.shields.io/badge/all_contributors-10-orange.svg?style=flat-square)](#contributors) The ``tedana`` package is part of the ME-ICA pipeline, performing TE-dependent analysis of multi-echo functional magnetic resonance imaging (fMRI) data. @@ -32,11 +33,11 @@ More information and documentation can be found at https://tedana.readthedocs.io You'll need to set up a working development environment to use `tedana`. To set up a local environment, you will need Python >=3.5 and the following packages will need to be installed: -[numpy](http://www.numpy.org/) -[scipy](https://www.scipy.org/) -[scikit-learn](http://scikit-learn.org/stable/) -[nilearn](https://nilearn.github.io/) -[nibabel>=2.1.0](http://nipy.org/nibabel/) +[numpy](http://www.numpy.org/) +[scipy](https://www.scipy.org/) +[scikit-learn](http://scikit-learn.org/stable/) +[nilearn](https://nilearn.github.io/) +[nibabel>=2.1.0](http://nipy.org/nibabel/) You can then install `tedana` with @@ -51,7 +52,7 @@ We recommend using [miniconda3](https://conda.io/miniconda.html). After installation, you can use the following commands to create an environment for `tedana`: ```bash -conda create -n ENVIRONMENT_NAME python=3 pip mdp numpy scikit-learn scipy +conda create -n ENVIRONMENT_NAME python=3 pip mdp numpy scikit-learn scipy conda activate ENVIRONMENT_NAME pip install nilearn nibabel pip install tedana @@ -79,12 +80,12 @@ To get started, check out [our contributing guidelines](https://github.com/ME-IC Want to learn more about our plans for developing ``tedana``? Have a question, comment, or suggestion? Open or comment on one of [our issues](https://github.com/ME-ICA/tedana/issues)! -If you're not sure where to begin, -feel free to pop into [Gitter](https://gitter.im/ME-ICA/tedana) and +If you're not sure where to begin, +feel free to pop into [Gitter](https://gitter.im/ME-ICA/tedana) and introduce yourself! We will be happy to help you find somewhere to get started. -We ask that all contributors to ``tedana`` across all project-related +We ask that all contributors to ``tedana`` across all project-related spaces (including but not limited to: GitHub, Gitter, and project emails), adhere to our [code of conduct](https://github.com/ME-ICA/tedana/blob/master/CODE_OF_CONDUCT.md). @@ -95,7 +96,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
monicayao
monicayao

πŸ“–
+
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
monicayao
Monica Yao

πŸ“–
From 95d38fe2f4f8c410d492728c62022d74f8f77bf4 Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Mon, 3 Jun 2019 10:04:20 -0400 Subject: [PATCH 18/30] [DOC] Updates CONTRIBUTING to reflect contribution spec and bot (#309) * Updates CONTRIBUTING to reflect contribution spec and bot * Adds usage instructions Co-Authored-By: Elizabeth DuPre --- CONTRIBUTING.md | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 601580963..c97c505b8 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -204,8 +204,13 @@ And, if you have any questions, please don't hesitate to ask! ## Recognizing contributors -We welcome and recognize all contributions from documentation to testing to code development. -You can see a list of current contributors in the [contributors tab][link_contributors]. +We welcome and recognize [all contributions][link_all-contributors-spec] +from documentation to testing to code development. +You can see a list of current contributors in the +README +(kept up to date by the [all contributors bot][link_all-contributors-bot]). +You can see [here][link_all-contributors-bot-usage] for instructions on +how to use the bot. ## Thank you! @@ -252,4 +257,7 @@ You're awesome. :wave::smiley: [link_rst_guide]: http://docs.sphinxdocs.com/en/latest/step-1.html [link_contributors]: https://github.com/ME-ICA/tedana/graphs/contributors +[link_all-contributors-spec]: https://allcontributors.org/docs/en/specification +[link_all-contributors-bot]: https://allcontributors.org/docs/en/bot/overview +[link_all-contributors-bot-usage]: https://allcontributors.org/docs/en/bot/usage [link_stemmrolemodels]: https://github.com/KirstieJane/STEMMRoleModels From 68892a8928ea760dc40bdfcf4847ff944a012fe0 Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" Date: Mon, 3 Jun 2019 10:40:05 -0400 Subject: [PATCH 19/30] docs: add tsalo as a contributor (#322) * docs: update README.md * docs: update .all-contributorsrc --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 280481da9..e36a16c5d 100644 --- a/README.md +++ b/README.md @@ -96,7 +96,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
monicayao
Monica Yao

πŸ“–
+
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬ πŸ›
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
Monica Yao
Monica Yao

πŸ“–
From 0f23d4bb932d5a203572a4b6177e31eff7c8e56f Mon Sep 17 00:00:00 2001 From: "allcontributors[bot]" Date: Mon, 3 Jun 2019 11:58:49 -0400 Subject: [PATCH 20/30] docs: add tsalo as a contributor (#323) * docs: update README.md * docs: update .all-contributorsrc * docs: update README.md * docs: update .all-contributorsrc * docs: update README.md * docs: update .all-contributorsrc --- .all-contributorsrc | 4 +++- README.md | 4 ++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/.all-contributorsrc b/.all-contributorsrc index 5c288af6c..8ea53af9c 100644 --- a/.all-contributorsrc +++ b/.all-contributorsrc @@ -86,7 +86,9 @@ "doc", "tutorial", "question", - "bug" + "bug", + "test", + "review" ] }, { diff --git a/README.md b/README.md index e36a16c5d..d050ca9f7 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,4 @@ # tedana: TE Dependent ANAlysis -[![All Contributors](https://img.shields.io/badge/all_contributors-10-orange.svg?style=flat-square)](#contributors) The ``tedana`` package is part of the ME-ICA pipeline, performing TE-dependent analysis of multi-echo functional magnetic resonance imaging (fMRI) data. @@ -96,7 +95,8 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬ πŸ›
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
Monica Yao
Monica Yao

πŸ“–
+
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬ πŸ› ⚠️ πŸ‘€
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
Monica Yao
Monica Yao

πŸ“–
+ From 2a71bbac324f03c0e6c2b55c46e9e35810df2b82 Mon Sep 17 00:00:00 2001 From: Elizabeth DuPre Date: Mon, 3 Jun 2019 12:03:24 -0400 Subject: [PATCH 21/30] Line break long contributions --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d050ca9f7..35eeae56d 100644 --- a/README.md +++ b/README.md @@ -95,7 +95,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d -
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡ πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ… πŸ’¬ πŸ› ⚠️ πŸ‘€
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
Monica Yao
Monica Yao

πŸ“–
+
Logan Dowdle
Logan Dowdle

πŸ’» πŸ’¬ 🎨 πŸ›
Elizabeth DuPre
Elizabeth DuPre

πŸ’» πŸ“– πŸ€” πŸš‡
πŸ‘€ πŸ’‘ ⚠️ πŸ’¬
Javier Gonzalez-Castillo
Javier Gonzalez-Castillo

πŸ€”
Dan Handwerker
Dan Handwerker

🎨 πŸ“– πŸ’‘ πŸ‘€
Prantik Kundu
Prantik Kundu

πŸ’» πŸ€”
Ross Markello
Ross Markello

πŸ’» πŸš‡ πŸ’¬
Taylor Salo
Taylor Salo

πŸ’» πŸ€” πŸ“– βœ…
πŸ’¬πŸ› ⚠️ πŸ‘€
Joshua Teves
Joshua Teves

πŸ“† πŸ“– πŸ‘€ 🚧
Kirstie Whitaker
Kirstie Whitaker

πŸ“– πŸ“† πŸ‘€ πŸ“’
Monica Yao
Monica Yao

πŸ“–
From 93a8e4e54f54ff955f7a22a3d29e31fd1bdb6525 Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Thu, 6 Jun 2019 09:39:31 -0400 Subject: [PATCH 22/30] [REF] Changes model module -> metrics module (#325) * Changes model module -> metrics module * Updates API documentation * Renames fit->kundu_fit --- docs/api.rst | 12 ++++++------ tedana/decomposition/pca.py | 4 ++-- tedana/{model => metrics}/__init__.py | 2 +- tedana/{model/fit.py => metrics/kundu_fit.py} | 0 .../tests/test_model_fit_dependence_metrics.py | 16 ++++++++-------- tedana/tests/test_model_kundu_metrics.py | 4 ++-- tedana/viz.py | 4 ++-- tedana/workflows/tedana.py | 10 +++++----- 8 files changed, 26 insertions(+), 26 deletions(-) rename tedana/{model => metrics}/__init__.py (91%) rename tedana/{model/fit.py => metrics/kundu_fit.py} (100%) diff --git a/docs/api.rst b/docs/api.rst index 3f475441f..c3d839eb3 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -80,23 +80,23 @@ API .. _calibration_ref: -:mod:`tedana.model`: Computing TE-dependence metrics +:mod:`tedana.metrics`: Computing TE-dependence metrics ---------------------------------------------------- -.. automodule:: tedana.model +.. automodule:: tedana.metrics :no-members: :no-inherited-members: -.. autosummary:: tedana.model +.. autosummary:: tedana.metrics :toctree: generated/ :template: function.rst - tedana.model.dependence_metrics - tedana.model.kundu_metrics + tedana.metrics.dependence_metrics + tedana.metrics.kundu_metrics :template: module.rst - tedana.model.fit + tedana.metrics.fit .. currentmodule:: tedana diff --git a/tedana/decomposition/pca.py b/tedana/decomposition/pca.py index 239ebc2d7..ad3ccdfb2 100644 --- a/tedana/decomposition/pca.py +++ b/tedana/decomposition/pca.py @@ -7,7 +7,7 @@ from scipy import stats from sklearn.decomposition import PCA -from tedana import model, utils, io +from tedana import metrics, utils, io from tedana.decomposition._utils import eimask from tedana.stats import computefeats2 from tedana.selection import kundu_tedpca @@ -201,7 +201,7 @@ def tedpca(data_cat, data_oc, combmode, mask, t2s, t2sG, # Normalize each component's time series vTmixN = stats.zscore(comp_ts, axis=0) - comptable, _, _, _ = model.dependence_metrics( + comptable, _, _, _ = metrics.dependence_metrics( data_cat, data_oc, comp_ts, eimum, t2s, tes, ref_img, reindex=False, mmixN=vTmixN, algorithm=None, label='mepca_', out_dir=out_dir, verbose=verbose) diff --git a/tedana/model/__init__.py b/tedana/metrics/__init__.py similarity index 91% rename from tedana/model/__init__.py rename to tedana/metrics/__init__.py index 610910281..95261dd14 100644 --- a/tedana/model/__init__.py +++ b/tedana/metrics/__init__.py @@ -1,7 +1,7 @@ # emacs: -*- mode: python-mode; py-indent-offset: 4; tab-width: 4; indent-tabs-mode: nil -*- # ex: set sts=4 ts=4 sw=4 et: -from .fit import ( +from .kundu_fit import ( dependence_metrics, kundu_metrics, get_coeffs, computefeats2 ) diff --git a/tedana/model/fit.py b/tedana/metrics/kundu_fit.py similarity index 100% rename from tedana/model/fit.py rename to tedana/metrics/kundu_fit.py diff --git a/tedana/tests/test_model_fit_dependence_metrics.py b/tedana/tests/test_model_fit_dependence_metrics.py index 52795807c..926385a12 100644 --- a/tedana/tests/test_model_fit_dependence_metrics.py +++ b/tedana/tests/test_model_fit_dependence_metrics.py @@ -1,11 +1,11 @@ """ -Tests for tedana.model.fit +Tests for tedana.metrics.fit """ import numpy as np import pytest -from tedana.model import fit +from tedana.metrics import kundu_fit def test_break_dependence_metrics(): @@ -27,7 +27,7 @@ def test_break_dependence_metrics(): # Shape of catd is wrong catd = np.empty((n_samples+1, n_echos, n_vols)) with pytest.raises(ValueError) as e_info: - fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('First dimensions (number of samples) of ' @@ -40,7 +40,7 @@ def test_break_dependence_metrics(): catd = np.empty((n_samples, n_echos, n_vols)) t2s = np.empty((n_samples+1, n_vols)) with pytest.raises(ValueError) as e_info: - fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('First dimensions (number of samples) of ' @@ -53,7 +53,7 @@ def test_break_dependence_metrics(): t2s = np.empty((n_samples, n_vols)) tsoc = np.empty((n_samples+1, n_vols)) with pytest.raises(ValueError) as e_info: - fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('First dimensions (number of samples) of ' @@ -66,7 +66,7 @@ def test_break_dependence_metrics(): catd = np.empty((n_samples, n_echos+1, n_vols)) tsoc = np.empty((n_samples, n_vols)) with pytest.raises(ValueError) as e_info: - fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('Second dimension of catd ({0}) does not ' @@ -77,7 +77,7 @@ def test_break_dependence_metrics(): # Shape of catd is wrong catd = np.empty((n_samples, n_echos, n_vols+1)) with pytest.raises(ValueError) as e_info: - fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('Number of volumes in catd ' @@ -90,7 +90,7 @@ def test_break_dependence_metrics(): catd = np.empty((n_samples, n_echos, n_vols)) t2s = np.empty((n_samples, n_vols+1)) with pytest.raises(ValueError) as e_info: - fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('Number of volumes in catd ({0}) ' diff --git a/tedana/tests/test_model_kundu_metrics.py b/tedana/tests/test_model_kundu_metrics.py index b3a9deaaa..a9972ce3a 100644 --- a/tedana/tests/test_model_kundu_metrics.py +++ b/tedana/tests/test_model_kundu_metrics.py @@ -6,7 +6,7 @@ import numpy as np import pandas as pd -from tedana.model import fit +from tedana.metrics import kundu_fit def test_smoke_kundu_metrics(): @@ -34,5 +34,5 @@ def test_smoke_kundu_metrics(): metric_maps['Br_R2_clmaps'] = np.random.randint(low=0, high=2, size=(n_voxels, n_comps)) - comptable = fit.kundu_metrics(comptable, metric_maps) + comptable = kundu_fit.kundu_metrics(comptable, metric_maps) assert comptable is not None diff --git a/tedana/viz.py b/tedana/viz.py index e91b1a768..806ba8354 100644 --- a/tedana/viz.py +++ b/tedana/viz.py @@ -9,7 +9,7 @@ matplotlib.use('AGG') import matplotlib.pyplot as plt -from tedana import model +from tedana import metrics from tedana.utils import get_spectrum LGR = logging.getLogger(__name__) @@ -77,7 +77,7 @@ def write_comp_figs(ts, mask, comptable, mmix, ref_img, out_dir, LGR.warning('Provided colormap is not recognized, proceeding with default') png_cmap = 'coolwarm' # regenerate the beta images - ts_B = model.get_coeffs(ts, mmix, mask) + ts_B = metrics.get_coeffs(ts, mmix, mask) ts_B = ts_B.reshape(ref_img.shape[:3] + ts_B.shape[1:]) # trim edges from ts_B array ts_B = trim_edge_zeros(ts_B) diff --git a/tedana/workflows/tedana.py b/tedana/workflows/tedana.py index 54dcdf960..afd0c0551 100644 --- a/tedana/workflows/tedana.py +++ b/tedana/workflows/tedana.py @@ -20,7 +20,7 @@ from scipy import stats from nilearn.masking import compute_epi_mask -from tedana import (decay, combine, decomposition, io, model, selection, utils, +from tedana import (decay, combine, decomposition, io, metrics, selection, utils, viz) import tedana.gscontrol as gsc from tedana.workflows.parser_utils import is_valid_file @@ -403,23 +403,23 @@ def tedana_workflow(data, tes, mask=None, mixm=None, ctab=None, manacc=None, # Estimate betas and compute selection metrics for mixing matrix # generated from dimensionally reduced data using full data (i.e., data # with thermal noise) - comptable, metric_maps, betas, mmix = model.dependence_metrics( + comptable, metric_maps, betas, mmix = metrics.dependence_metrics( catd, data_oc, mmix_orig, mask, t2s, tes, ref_img, reindex=True, label='meica_', out_dir=out_dir, algorithm='kundu_v2', verbose=verbose) np.savetxt(op.join(out_dir, 'meica_mix.1D'), mmix) - comptable = model.kundu_metrics(comptable, metric_maps) + comptable = metrics.kundu_metrics(comptable, metric_maps) comptable = selection.kundu_selection_v2(comptable, n_echos, n_vols) else: LGR.info('Using supplied mixing matrix from ICA') mmix_orig = np.loadtxt(op.join(out_dir, 'meica_mix.1D')) - comptable, metric_maps, betas, mmix = model.dependence_metrics( + comptable, metric_maps, betas, mmix = metrics.dependence_metrics( catd, data_oc, mmix_orig, mask, t2s, tes, ref_img, label='meica_', out_dir=out_dir, algorithm='kundu_v2', verbose=verbose) if ctab is None: - comptable = model.kundu_metrics(comptable, metric_maps) + comptable = metrics.kundu_metrics(comptable, metric_maps) comptable = selection.kundu_selection_v2(comptable, n_echos, n_vols) else: comptable = pd.read_csv(ctab, sep='\t', index_col='component') From a092b74355c31252bf772ed3e6f612b884b73799 Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Fri, 7 Jun 2019 09:08:38 -0400 Subject: [PATCH 23/30] [FIX] Modifies three-echo dataset url to new location (#329) Original file was deleted; had to direct URL to new file location. --- .circleci/config.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index e7f94bb3a..17079ec1b 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -34,7 +34,7 @@ jobs: else mkdir -p /tmp/data curl -L --create-dirs -o \ - /tmp/data/three-echo/three_echo_Cornell_zcat.nii.gz https://osf.io/e3hsn/download + /tmp/data/three-echo/three_echo_Cornell_zcat.nii.gz https://osf.io/8fzse/download fi - run: name: Download test five-echo data From ba29b45a962ce77af5b4e8e95015301088b79edd Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Fri, 7 Jun 2019 18:41:06 -0400 Subject: [PATCH 24/30] [REF] Gets rid of mask argument in tedana.fit.dependence_metrics (#326) Swaps t2s !=0 for mask argument in tedana.kundu_fit module, removes mask size from error messages. --- tedana/decomposition/pca.py | 2 +- tedana/metrics/kundu_fit.py | 12 +++--- .../test_model_fit_dependence_metrics.py | 37 +++++++++---------- tedana/workflows/tedana.py | 4 +- 4 files changed, 26 insertions(+), 29 deletions(-) diff --git a/tedana/decomposition/pca.py b/tedana/decomposition/pca.py index ad3ccdfb2..d8c36ced2 100644 --- a/tedana/decomposition/pca.py +++ b/tedana/decomposition/pca.py @@ -202,7 +202,7 @@ def tedpca(data_cat, data_oc, combmode, mask, t2s, t2sG, # Normalize each component's time series vTmixN = stats.zscore(comp_ts, axis=0) comptable, _, _, _ = metrics.dependence_metrics( - data_cat, data_oc, comp_ts, eimum, t2s, tes, ref_img, + data_cat, data_oc, comp_ts, t2s, tes, ref_img, reindex=False, mmixN=vTmixN, algorithm=None, label='mepca_', out_dir=out_dir, verbose=verbose) diff --git a/tedana/metrics/kundu_fit.py b/tedana/metrics/kundu_fit.py index eed3a82e7..dccc938f8 100644 --- a/tedana/metrics/kundu_fit.py +++ b/tedana/metrics/kundu_fit.py @@ -18,7 +18,7 @@ Z_MAX = 8 -def dependence_metrics(catd, tsoc, mmix, mask, t2s, tes, ref_img, +def dependence_metrics(catd, tsoc, mmix, t2s, tes, ref_img, reindex=False, mmixN=None, algorithm=None, label=None, out_dir='.', verbose=False): """ @@ -33,8 +33,6 @@ def dependence_metrics(catd, tsoc, mmix, mask, t2s, tes, ref_img, mmix : (T x C) array_like Mixing matrix for converting input data to component space, where `C` is components and `T` is the same as in `catd` - mask : (S [x E]) array_like - Boolean mask array t2s : (S [x T]) array_like Limited T2* map or timeseries. tes : list @@ -68,11 +66,13 @@ def dependence_metrics(catd, tsoc, mmix, mask, t2s, tes, ref_img, betas : :obj:`numpy.ndarray` mmix_new : :obj:`numpy.ndarray` """ + # Use t2s as mask + mask = t2s != 0 if not (catd.shape[0] == t2s.shape[0] == mask.shape[0] == tsoc.shape[0]): raise ValueError('First dimensions (number of samples) of catd ({0}), ' - 'tsoc ({1}), t2s ({2}), and mask ({3}) do not ' + 'tsoc ({1}), and t2s ({2}) do not ' 'match'.format(catd.shape[0], tsoc.shape[0], - t2s.shape[0], mask.shape[0])) + t2s.shape[0])) elif catd.shape[1] != len(tes): raise ValueError('Second dimension of catd ({0}) does not match ' 'number of echoes provided (tes; ' @@ -87,8 +87,6 @@ def dependence_metrics(catd, tsoc, mmix, mask, t2s, tes, ref_img, '({0}) does not match number of volumes in ' 't2s ({1})'.format(catd.shape[2], t2s.shape[1])) - mask = t2s != 0 # Override mask because problems - # demean optimal combination tsoc = tsoc[mask, :] tsoc_dm = tsoc - tsoc.mean(axis=-1, keepdims=True) diff --git a/tedana/tests/test_model_fit_dependence_metrics.py b/tedana/tests/test_model_fit_dependence_metrics.py index 926385a12..ee716d349 100644 --- a/tedana/tests/test_model_fit_dependence_metrics.py +++ b/tedana/tests/test_model_fit_dependence_metrics.py @@ -17,7 +17,6 @@ def test_break_dependence_metrics(): catd = np.empty((n_samples, n_echos, n_vols)) tsoc = np.empty((n_samples, n_vols)) mmix = np.empty((n_vols, n_comps)) - mask = np.empty((n_samples)) t2s = np.empty((n_samples, n_vols)) t2s_full = np.empty((n_samples, n_vols)) tes = np.empty((n_echos)) @@ -27,46 +26,46 @@ def test_break_dependence_metrics(): # Shape of catd is wrong catd = np.empty((n_samples+1, n_echos, n_vols)) with pytest.raises(ValueError) as e_info: - kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('First dimensions (number of samples) of ' - 'catd ({0}), tsoc ({1}), t2s ({2}), and mask ' - '({3}) do not match'.format( - catd.shape[0], tsoc.shape[0], t2s.shape[0], - mask.shape[0])) + 'catd ({0}), tsoc ({1}), ' + 'and t2s ({2}) do not match'.format( + catd.shape[0], tsoc.shape[0], + t2s.shape[0])) # Shape of t2s is wrong catd = np.empty((n_samples, n_echos, n_vols)) t2s = np.empty((n_samples+1, n_vols)) with pytest.raises(ValueError) as e_info: - kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('First dimensions (number of samples) of ' - 'catd ({0}), tsoc ({1}), t2s ({2}), and mask ' - '({3}) do not match'.format( - catd.shape[0], tsoc.shape[0], t2s.shape[0], - mask.shape[0])) + 'catd ({0}), tsoc ({1}), ' + 'and t2s ({2}) do not match'.format( + catd.shape[0], tsoc.shape[0], + t2s.shape[0])) # Shape of tsoc is wrong t2s = np.empty((n_samples, n_vols)) tsoc = np.empty((n_samples+1, n_vols)) with pytest.raises(ValueError) as e_info: - kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('First dimensions (number of samples) of ' - 'catd ({0}), tsoc ({1}), t2s ({2}), and mask ' - '({3}) do not match'.format( - catd.shape[0], tsoc.shape[0], t2s.shape[0], - mask.shape[0])) + 'catd ({0}), tsoc ({1}), ' + 'and t2s ({2}) do not match'.format( + catd.shape[0], tsoc.shape[0], + t2s.shape[0])) # Shape of catd is wrong catd = np.empty((n_samples, n_echos+1, n_vols)) tsoc = np.empty((n_samples, n_vols)) with pytest.raises(ValueError) as e_info: - kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('Second dimension of catd ({0}) does not ' @@ -77,7 +76,7 @@ def test_break_dependence_metrics(): # Shape of catd is wrong catd = np.empty((n_samples, n_echos, n_vols+1)) with pytest.raises(ValueError) as e_info: - kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('Number of volumes in catd ' @@ -90,7 +89,7 @@ def test_break_dependence_metrics(): catd = np.empty((n_samples, n_echos, n_vols)) t2s = np.empty((n_samples, n_vols+1)) with pytest.raises(ValueError) as e_info: - kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, mask=mask, + kundu_fit.dependence_metrics(catd=catd, tsoc=tsoc, mmix=mmix, t2s=t2s, tes=tes, ref_img=ref_img, reindex=False, mmixN=None, algorithm='kundu_v3') assert str(e_info.value) == ('Number of volumes in catd ({0}) ' diff --git a/tedana/workflows/tedana.py b/tedana/workflows/tedana.py index afd0c0551..421fd6c20 100644 --- a/tedana/workflows/tedana.py +++ b/tedana/workflows/tedana.py @@ -404,7 +404,7 @@ def tedana_workflow(data, tes, mask=None, mixm=None, ctab=None, manacc=None, # generated from dimensionally reduced data using full data (i.e., data # with thermal noise) comptable, metric_maps, betas, mmix = metrics.dependence_metrics( - catd, data_oc, mmix_orig, mask, t2s, tes, + catd, data_oc, mmix_orig, t2s, tes, ref_img, reindex=True, label='meica_', out_dir=out_dir, algorithm='kundu_v2', verbose=verbose) np.savetxt(op.join(out_dir, 'meica_mix.1D'), mmix) @@ -415,7 +415,7 @@ def tedana_workflow(data, tes, mask=None, mixm=None, ctab=None, manacc=None, LGR.info('Using supplied mixing matrix from ICA') mmix_orig = np.loadtxt(op.join(out_dir, 'meica_mix.1D')) comptable, metric_maps, betas, mmix = metrics.dependence_metrics( - catd, data_oc, mmix_orig, mask, t2s, tes, + catd, data_oc, mmix_orig, t2s, tes, ref_img, label='meica_', out_dir=out_dir, algorithm='kundu_v2', verbose=verbose) if ctab is None: From aea253eefbf1c81d01ec5f9fdbffc4b82be1c24f Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Mon, 17 Jun 2019 11:26:27 -0400 Subject: [PATCH 25/30] [DOC] Corrects doc after refactor (#324) --- tedana/tests/test_combine.py | 8 ++++---- tedana/tests/test_decay.py | 2 +- tedana/tests/test_selection.py | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/tedana/tests/test_combine.py b/tedana/tests/test_combine.py index 1c2f348e2..9a9f12874 100644 --- a/tedana/tests/test_combine.py +++ b/tedana/tests/test_combine.py @@ -1,5 +1,5 @@ """ -Tests for tedana.model.combine +Tests for tedana.combine """ import numpy as np @@ -9,7 +9,7 @@ def test__combine_t2s(): """ - Test tedana.model.combine._combine_t2s + Test tedana.combine._combine_t2s """ np.random.seed(0) n_voxels, n_echos, n_trs = 20, 3, 10 @@ -29,7 +29,7 @@ def test__combine_t2s(): def test__combine_paid(): """ - Test tedana.model.combine._combine_paid + Test tedana.combine._combine_paid """ np.random.seed(0) n_voxels, n_echos, n_trs = 20, 3, 10 @@ -41,7 +41,7 @@ def test__combine_paid(): def test_make_optcom(): """ - Test tedana.model.combine.make_optcom + Test tedana.combine.make_optcom """ np.random.seed(0) n_voxels, n_echos, n_trs = 20, 3, 10 diff --git a/tedana/tests/test_decay.py b/tedana/tests/test_decay.py index b76d508df..09e61176e 100644 --- a/tedana/tests/test_decay.py +++ b/tedana/tests/test_decay.py @@ -1,5 +1,5 @@ """ -Tests for tedana.model.monoexponential +Tests for tedana.decay """ import os.path as op diff --git a/tedana/tests/test_selection.py b/tedana/tests/test_selection.py index 8a2345644..d65b7acd7 100644 --- a/tedana/tests/test_selection.py +++ b/tedana/tests/test_selection.py @@ -1,5 +1,5 @@ """ -Tests for tedana.model.monoexponential +Tests for tedana.selection """ import os.path as op From 2ae6c486ea8b8fa3497635bf997b0aff1abcabda Mon Sep 17 00:00:00 2001 From: Taylor Salo Date: Tue, 18 Jun 2019 14:34:46 -0400 Subject: [PATCH 26/30] [DOC] Clean up approach page (#337) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Whiten β€”> Dimensionally reduce - Each sentence gets its own line (per our recommendations for RST files) - Add new note box about decomposition/metric calculation/component selection flow to TEDPCA section - Remove inaccurate info about TEDPCA β€œremoving Gaussian/thermal noise”. It’s just there to make ICA more likely to converge and we should acknowledge that. Thermal noise (e.g., linear global trends) is not identified or removed in this stage, even if we use the decision tree. --- ...tened_data.png => 12_pca_reduced_data.png} | Bin docs/approach.rst | 111 +++++++++++------- 2 files changed, 66 insertions(+), 45 deletions(-) rename docs/_static/{12_pca_whitened_data.png => 12_pca_reduced_data.png} (100%) diff --git a/docs/_static/12_pca_whitened_data.png b/docs/_static/12_pca_reduced_data.png similarity index 100% rename from docs/_static/12_pca_whitened_data.png rename to docs/_static/12_pca_reduced_data.png diff --git a/docs/approach.rst b/docs/approach.rst index 5af05ef08..8114632de 100644 --- a/docs/approach.rst +++ b/docs/approach.rst @@ -2,14 +2,15 @@ Processing pipeline details =========================== ``tedana`` works by decomposing multi-echo BOLD data via PCA and ICA. -These components are then analyzed to determine whether they are TE-dependent -or -independent. TE-dependent components are classified as BOLD, while -TE-independent components are classified as non-BOLD, and are discarded as part -of data cleaning. +The resulting components are then analyzed to determine whether they are +TE-dependent or -independent. +TE-dependent components are classified as BOLD, while TE-independent components +are classified as non-BOLD, and are discarded as part of data cleaning. In ``tedana``, we take the time series from all the collected TEs, combine them, and decompose the resulting data into components that can be classified as BOLD -or non-BOLD. This is performed in a series of steps, including: +or non-BOLD. +This is performed in a series of steps, including: * Principal components analysis * Independent components analysis @@ -38,12 +39,14 @@ Adaptive mask generation ```````````````````````` Longer echo times are more susceptible to signal dropout, which means that certain brain regions (e.g., orbitofrontal cortex, temporal poles) will only -have good signal for some echoes. In order to avoid using bad signal from -affected echoes in calculating :math:`T_{2}^*` and :math:`S_{0}` for a given voxel, -``tedana`` generates an adaptive mask, where the value for each voxel is the -number of echoes with "good" signal. When :math:`T_{2}^*` and :math:`S_{0}` are -calculated below, each voxel's values are only calculated from the first :math:`n` -echoes, where :math:`n` is the value for that voxel in the adaptive mask. +have good signal for some echoes. +In order to avoid using bad signal from affected echoes in calculating +:math:`T_{2}^*` and :math:`S_{0}` for a given voxel, ``tedana`` generates an +adaptive mask, where the value for each voxel is the number of echoes with +"good" signal. +When :math:`T_{2}^*` and :math:`S_{0}` are calculated below, each voxel's values +are only calculated from the first :math:`n` echoes, where :math:`n` is the +value for that voxel in the adaptive mask. .. note:: ``tedana`` allows users to provide their own mask. @@ -65,8 +68,9 @@ The next step is to fit a monoexponential decay model to the data in order to estimate voxel-wise :math:`T_{2}^*` and :math:`S_0`. In order to make it easier to fit the decay model to the data, ``tedana`` -transforms the data. The BOLD data are transformed as :math:`log(|S|+1)`, where -:math:`S` is the BOLD signal. The echo times are also multiplied by -1. +transforms the data. +The BOLD data are transformed as :math:`log(|S|+1)`, where :math:`S` is the BOLD signal. +The echo times are also multiplied by -1. .. image:: /_static/04_echo_log_value_distributions.png :width: 400 px @@ -80,10 +84,12 @@ this voxel), so the line is fit to all available data. .. note:: ``tedana`` actually performs and uses two sets of :math:`T_{2}^*`/:math:`S_0` model fits. In one case, ``tedana`` estimates :math:`T_{2}^*` and :math:`S_0` for voxels with good signal in at - least two echoes. The resulting "limited" :math:`T_{2}^*` and :math:`S_0` maps are used throughout - most of the pipeline. In the other case, ``tedana`` estimates :math:`T_{2}^*` and :math:`S_0` for voxels - with good data in only one echo as well, but uses the first two echoes for - those voxels. The resulting "full" :math:`T_{2}^*` and :math:`S_0` maps are used to generate the + least two echoes. + The resulting "limited" :math:`T_{2}^*` and :math:`S_0` maps are used throughout + most of the pipeline. + In the other case, ``tedana`` estimates :math:`T_{2}^*` and :math:`S_0` for voxels + with good data in only one echo as well, but uses the first two echoes for those voxels. + The resulting "full" :math:`T_{2}^*` and :math:`S_0` maps are used to generate the optimally combined data. .. image:: /_static/05_loglinear_regression.png @@ -116,12 +122,13 @@ We can also see where :math:`T_{2}^*` lands on this curve. Optimal combination ``````````````````` Using the :math:`T_{2}^*` estimates, ``tedana`` combines signal across echoes using a -weighted average. The echoes are weighted according to the formula +weighted average. +The echoes are weighted according to the formula .. math:: w_{TE} = TE * e^{\frac{-TE}{T_{2}^*}} -The weights are then normalized across echoes. For the example voxel, the -resulting weights are: +The weights are then normalized across echoes. +For the example voxel, the resulting weights are: .. image:: /_static/08_optimal_combination_echo_weights.png :width: 400 px @@ -144,25 +151,27 @@ of the other echoes (which it is). An alternative method for optimal combination that does not use :math:`T_{2}^*`, is the parallel-acquired inhomogeneity desensitized (PAID) ME-fMRI combination method (`Poser et al., 2006`_). - This method specifically assumes that noise in the acquired echoes is "isotopic and - homogeneous throughout the image," meaning it should be used on smoothed data. - As we do not recommend performing tedana denoising on smoothed data, + This method specifically assumes that noise in the acquired echoes is "isotopic and + homogeneous throughout the image," meaning it should be used on smoothed data. + As we do not recommend performing tedana denoising on smoothed data, we discourage using PAID within the tedana workflow. - We do, however, make it accessible as an alternative combination method + We do, however, make it accessible as an alternative combination method in the t2smap workflow. TEDPCA `````` -The next step is to identify and temporarily remove Gaussian (thermal) noise -with TE-dependent principal components analysis (PCA). TEDPCA applies PCA to -the optimally combined data in order to decompose it into component maps and -time series. Here we can see time series for some example components (we don't -really care about the maps): +The next step is to dimensionally reduce the data with TE-dependent principal +components analysis (PCA). +The goal of this step is to make it easier for the later ICA decomposition to converge. +Dimensionality reduction is a common step prior to ICA. +TEDPCA applies PCA to the optimally combined data in order to decompose it into component maps and +time series. +Here we can see time series for some example components (we don't really care about the maps): .. image:: /_static/11_pca_component_timeseries.png -These components are subjected to component selection, the -specifics of which vary according to algorithm. +These components are subjected to component selection, the specifics of which +vary according to algorithm. In the simplest approach, ``tedana`` uses Minka’s MLE to estimate the dimensionality of the data, which disregards low-variance components. @@ -172,11 +181,19 @@ discard PCA components which, in addition to not explaining much variance, are also not significantly TE-dependent (i.e., have low Kappa) or TE-independent (i.e., have low Rho). +.. note:: + This process (also performed in TEDICA) can be broadly separated into three + steps: decomposition, metric calculation, and component selection. + Decomposition identifies components in the data. + Metric calculation derives relevant summary statistics for each component. + Component selection uses the summary statistics to identify components that + should be kept or discarded. + After component selection is performed, the retained components and their associated betas are used to reconstruct the optimally combined data, resulting -in a dimensionally reduced (i.e., whitened) version of the dataset. +in a dimensionally reduced version of the dataset. -.. image:: /_static/12_pca_whitened_data.png +.. image:: /_static/12_pca_reduced_data.png TEDICA `````` @@ -188,14 +205,15 @@ order to fit a mixing matrix to the whitened data. .. image:: /_static/13_ica_component_timeseries.png Linear regression is used to fit the component time series to each voxel in each -echo from the original, echo-specific data. This way, the thermal noise is -retained in the data, but is ignored by the TEDICA process. This results in -echo- and voxel-specific betas for each of the components. +echo from the original, echo-specific data. +This way, low-variance information (originally discarded by TEDPCA) is retained +in the data, but is ignored by the TEDICA process. +This results in echo- and voxel-specific betas for each of the components. TE-dependence (:math:`R_2`) and TE-independence (:math:`S_0`) models can then -be fit to these betas. These models allow calculation of F-statistics for the -:math:`R_2` and :math:`S_0` models (referred to as :math:`\kappa` and -:math:`\rho`, respectively). +be fit to these betas. +These models allow calculation of F-statistics for the :math:`R_2` and :math:`S_0` +models (referred to as :math:`\kappa` and :math:`\rho`, respectively). .. image:: /_static/14_te_dependence_models_component_0.png :width: 400 px @@ -211,24 +229,27 @@ be fit to these betas. These models allow calculation of F-statistics for the A decision tree is applied to :math:`\kappa`, :math:`\rho`, and other metrics in order to classify ICA components as TE-dependent (BOLD signal), TE-independent -(non-BOLD noise), or neither (to be ignored). The actual decision tree is -dependent on the component selection algorithm employed. ``tedana`` includes -two options: `kundu_v2_5` (which uses hardcoded thresholds applied to each of -the metrics) and `kundu_v3_2` (which trains a classifier to select components). +(non-BOLD noise), or neither (to be ignored). +The actual decision tree is dependent on the component selection algorithm employed. +``tedana`` includes two options: `kundu_v2_5` (which uses hardcoded thresholds +applied to each of the metrics) and `kundu_v3_2` (which trains a classifier to +select components). .. image:: /_static/15_denoised_data_timeseries.png Removal of spatially diffuse noise (optional) ````````````````````````````````````````````` -Due to the constraints of ICA, MEICA is able to identify and remove spatially +Due to the constraints of ICA, TEDICA is able to identify and remove spatially localized noise components, but it cannot identify components that are spread out throughout the whole brain. See `Power et al. (2018)`_ for more information about this issue. One of several post-processing strategies may be applied to the ME-DN or ME-HK datasets in order to remove spatially diffuse (ostensibly respiration-related) -noise. Methods which have been employed in the past include global signal +noise. +Methods which have been employed in the past include global signal regression (GSR), T1c-GSR, anatomical CompCor, Go Decomposition (GODEC), and robust PCA. +Currently, ``tedana`` implements GSR and T1c-GSR. .. image:: /_static/16_t1c_denoised_data_timeseries.png From 5cae1819082c29691cfb07f702439e3162c4b0b2 Mon Sep 17 00:00:00 2001 From: Kirstie Whitaker Date: Fri, 21 Jun 2019 16:13:56 +0100 Subject: [PATCH 27/30] Add newsletter to README file MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This commit also has some formatting changes to the README because I'm weirdly picky about having new sentences on new lines 😬 --- README.md | 45 +++++++++++++++++++++------------------------ 1 file changed, 21 insertions(+), 24 deletions(-) diff --git a/README.md b/README.md index 35eeae56d..267a20c6f 100644 --- a/README.md +++ b/README.md @@ -13,30 +13,29 @@ multi-echo functional magnetic resonance imaging (fMRI) data. [![Documentation Status](https://readthedocs.org/projects/tedana/badge/?version=latest)](http://tedana.readthedocs.io/en/latest/?badge=latest) [![Codecov](https://codecov.io/gh/me-ica/tedana/branch/master/graph/badge.svg)](https://codecov.io/gh/me-ica/tedana) [![Join the chat at https://gitter.im/ME-ICA/tedana](https://badges.gitter.im/ME-ICA/tedana.svg)](https://gitter.im/ME-ICA/tedana?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge) -[![All Contributors](https://img.shields.io/badge/all_contributors-10-orange.svg?style=flat-square)](#contributors) +[![Join our tinyletter mailing list](https://img.shields.io/badge/receive-our%20newsletter%20❀%EF%B8%8F-blueviolet.svg)](https://tinyletter.com/tedana-devs) +[![All Contributors](https://img.shields.io/badge/all_contributors-10-orange.svg)](#contributors) ## About ``tedana`` originally came about as a part of the [ME-ICA](https://github.com/me-ica/me-ica) pipeline. -The ME-ICA pipeline originally performed both pre-processing and TE-dependent -analysis of multi-echo fMRI data; however, ``tedana`` now assumes that you're -working with data which has been previously preprocessed. +The ME-ICA pipeline originally performed both pre-processing and TE-dependent analysis of multi-echo fMRI data; however, ``tedana`` now assumes that you're working with data which has been previously preprocessed. ![http://tedana.readthedocs.io/](https://user-images.githubusercontent.com/7406227/40031156-57b7cbb8-57bc-11e8-8c51-5b29f2e86a48.png) -More information and documentation can be found at https://tedana.readthedocs.io/. +More information and documentation can be found at https://tedana.readthedocs.io. ## Installation You'll need to set up a working development environment to use `tedana`. To set up a local environment, you will need Python >=3.5 and the following packages will need to be installed: -[numpy](http://www.numpy.org/) -[scipy](https://www.scipy.org/) -[scikit-learn](http://scikit-learn.org/stable/) -[nilearn](https://nilearn.github.io/) -[nibabel>=2.1.0](http://nipy.org/nibabel/) +* [numpy](http://www.numpy.org/) +* [scipy](https://www.scipy.org/) +* [scikit-learn](http://scikit-learn.org/stable/) +* [nilearn](https://nilearn.github.io/) +* [nibabel>=2.1.0](http://nipy.org/nibabel/) You can then install `tedana` with @@ -45,6 +44,7 @@ pip install tedana ``` ### Creating a miniconda environment for use with `tedana` + In using `tedana`, you can optionally configure [a conda environment](https://conda.io/docs/user-guide/tasks/manage-environments.html). We recommend using [miniconda3](https://conda.io/miniconda.html). @@ -58,7 +58,7 @@ pip install tedana ``` `tedana` will then be available in your path. -This will also allow any previously existing tedana installations to remain untouched. +This will also allow any previously existing `tedana` installations to remain untouched. To exit this conda environment, use @@ -66,10 +66,8 @@ To exit this conda environment, use conda deactivate ``` -NOTE: Conda < 4.6 users will need to use the soon-to-be-deprecated option -`source` rather than `conda` for the activation and deactivation steps. -You can read more about managing conda environments and this discrepancy here: -[here](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html) +NOTE: Conda < 4.6 users will need to use the soon-to-be-deprecated option `source` rather than `conda` for the activation and deactivation steps. +You can read more about managing conda environments and this discrepancy [here](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html). ## Getting involved @@ -79,15 +77,14 @@ To get started, check out [our contributing guidelines](https://github.com/ME-IC Want to learn more about our plans for developing ``tedana``? Have a question, comment, or suggestion? Open or comment on one of [our issues](https://github.com/ME-ICA/tedana/issues)! -If you're not sure where to begin, -feel free to pop into [Gitter](https://gitter.im/ME-ICA/tedana) and -introduce yourself! We will be happy to help you find somewhere to get -started. - -We ask that all contributors to ``tedana`` across all project-related -spaces (including but not limited to: GitHub, Gitter, and project emails), -adhere to our -[code of conduct](https://github.com/ME-ICA/tedana/blob/master/CODE_OF_CONDUCT.md). + +If you're not sure where to begin, feel free to pop into [Gitter](https://gitter.im/ME-ICA/tedana) and introduce yourself! +We will be happy to help you find somewhere to get started. + +If you don't want to get lots of notifications, we send out newsletters approximately once per month though our TinyLetter mailing list. +You can view the [previous newsletters](https://tinyletter.com/tedana-devs/archive) and/or sign up to receive future ones at [https://tinyletter.com/tedana-devs](https://tinyletter.com/tedana-devs). + +We ask that all contributors to ``tedana`` across all project-related spaces (including but not limited to: GitHub, Gitter, and project emails), adhere to our [code of conduct](https://github.com/ME-ICA/tedana/blob/master/CODE_OF_CONDUCT.md). ## Contributors From e06f74f4612519de83bbe7cf5927ed5422524283 Mon Sep 17 00:00:00 2001 From: Kirstie Whitaker Date: Fri, 21 Jun 2019 16:18:39 +0100 Subject: [PATCH 28/30] Add newsletter badge to readthedocs home page --- docs/index.rst | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/index.rst b/docs/index.rst index 7903a6de4..67734175d 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -40,6 +40,10 @@ multi-echo functional magnetic resonance imaging (fMRI) data. :target: https://gitter.im/ME-ICA/tedana :alt: Join the chat +.. image:: https://img.shields.io/badge/receive-our%20newsletter%20❀%EF%B8%8F-blueviolet.svg + :target: https://tinyletter.com/tedana-devs + :alt: Join our tinyletter mailing list + About ----- From 74be0f76b88c0f06f051a0645d8a012d9cd4c927 Mon Sep 17 00:00:00 2001 From: handwerkerd <7406227+handwerkerd@users.noreply.github.com> Date: Fri, 21 Jun 2019 13:54:29 -0400 Subject: [PATCH 29/30] [DOC] Adding recommendations into multi-echo.rst (#341) * Adding ME us recommendations to multi-echo.rst * Small changes to ME us recommendations in multi-echo.rst * Update docs/multi-echo.rst Co-Authored-By: Joshua Teves * Update multi-echo.rst Small text edits to correctly spell fMRIPrep and add a link to the weighted average function in tedana. * Update docs/multi-echo.rst Co-Authored-By: Joshua Teves * Update multi-echo.rst Fixing link to t2smap --- docs/multi-echo.rst | 51 +++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 47 insertions(+), 4 deletions(-) diff --git a/docs/multi-echo.rst b/docs/multi-echo.rst index 42075a223..36d48181d 100644 --- a/docs/multi-echo.rst +++ b/docs/multi-echo.rst @@ -1,9 +1,9 @@ Multi-echo fMRI =============== -In most echo-planar image (EPI) fMRI sequences, -only one brain image is acquired at each repetition time, at the rate of radio frequency (RF). -In contrast, in multi-echo (ME) fMRI, data are acquired for multiple echo times, -resulting in multiple volumes with varying levels of contrast acquired per RF. +In most echo-planar image (EPI) fMRI sequences, only one brain image is acquired +at each repetition time, at the rate of radio frequency (RF). In contrast, in +multi-echo (ME) fMRI, data are acquired for multiple echo times, resulting in +multiple volumes with varying levels of contrast acquired per RF. The physics of multi-echo fMRI ------------------------------ @@ -54,6 +54,33 @@ We can use this information to denoise the optimally combined time series. .. _processing pipeline details: https://tedana.readthedocs.io/en/latest/approach.html#optimal-combination .. _Pruim et al. (2015): https://www.sciencedirect.com/science/article/pii/S1053811915001822 +Recommendations on multi-echo use for someone planning a new study +------------------------------------------------------------------ +Multi-echo fMRI acquisition sequences and analysis methods are rapidly maturing. Someone who has access +to a multi-echo fMRI sequence should seriously consider using it. Multiple studies have shown that a +weighted average of the echoes to optimize T2* weighting, sometimes called "optimally combined," +gives a reliable, modest boost in data quality. The optimal combination of echoes can currently be +calculated in several software packages including AFNI, fMRIPrep, and tedana. In tedana, the weighted +average can be calculated with `t2smap`_ If no other +acquisition compromises are necessary to acquire multi-echo data, this boost is worthwhile. If other +compromises are necessary, consider the life of the data set. If data is being acquired for a discrete +study that will be acquired, analyzed, and published in a year or two, it might not be worth making +compromises to acquire multi-echo data. If a data set is expected to be used for future analyses in later +years, it is likely that more powerful approaches to multi-echo denoising will sufficiently mature and add +even more value to a data set. + +Other multi-echo denoising methods, such as MEICA, the predecessor to tedana, have shown the potential for +much greater data quality improvements, as well as the ability to more accurately separate visually similar +signal vs noise, such as scanner based drifts vs slow changes in BOLD signal. These more powerful methods are +still being improved, and the algorithms are still changing. Users need to have the time and knowledge to look +at the denoising output from every run to make sure denoising worked as intended. If someone wants a push-button +way to use multi-echo data to improve data quality, that doesn't require as deep an inspection of every output, +stick with using the weighted average. The developers of tedana look forward to when tedana and other methods +have sufficiently stable algorithms, which have been validated on a wide range data data sets, so that we can +recommended the wide use of tedana. + +.. _t2smap: https://tedana.readthedocs.io/en/latest/usage.html#run-t2smap + Acquisition Parameter Recommendations ------------------------------------- There is no empirically tested best parameter set for multi-echo acquisition. @@ -118,6 +145,22 @@ Videos .. _educational session from OHBM 2017: https://www.pathlms.com/ohbm/courses/5158/sections/7788/video_presentations/75977 .. _series of lectures from the OHBM 2017 multi-echo session: https://www.pathlms.com/ohbm/courses/5158/sections/7822 +Available multi-echo fMRI sequences for multiple vendors +******************************************************** + +Information on multi-echo sequences from Siemens, GE, and Phillips will be added here. + +Multi-echo preprocessing software +********************************* + +tedana requires data that has already been preprocessed for head motion, alignment, etc. +More details on software packages that include preprocessing options specifically for multi-echo +fMRI data, such as AFNI and fMRIPrep will be added here. + +Other software that uses multi-echo fMRI +**************************************** + +Information and links to other approaches for denoising multi-echo fMRI data will be added here. Datasets ******** From 9dd1c7b6ce1a71f08933735cfc28871590769f88 Mon Sep 17 00:00:00 2001 From: Joshua Teves Date: Fri, 21 Jun 2019 16:09:15 -0400 Subject: [PATCH 30/30] [FIX] Add TR checking (#333) Co-authored-by: Logan Dowdle --- tedana/workflows/tedana.py | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/tedana/workflows/tedana.py b/tedana/workflows/tedana.py index 421fd6c20..ec0aa5cca 100644 --- a/tedana/workflows/tedana.py +++ b/tedana/workflows/tedana.py @@ -311,6 +311,17 @@ def tedana_workflow(data, tes, mask=None, mixm=None, ctab=None, manacc=None, n_samp, n_echos, n_vols = catd.shape LGR.debug('Resulting data shape: {}'.format(catd.shape)) + # check if TR is 0 + img_t_r = ref_img.header.get_zooms()[-1] + if img_t_r == 0 and png: + raise IOError('Dataset has a TR of 0. This indicates incorrect' + ' header information. To correct this, we recommend' + ' using this snippet:' + '\n' + 'https://gist.github.com/jbteves/032c87aeb080dd8de8861cb151bff5d6' + '\n' + 'to correct your TR to the value it should be.') + if mixm is not None and op.isfile(mixm): mixm = op.abspath(mixm) # Allow users to re-run on same folder