From 564ab9b1f5460388ac710536d824101717884c37 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 11 Sep 2024 09:57:46 -0700 Subject: [PATCH 01/48] Adding new slash command `/tools` Enabling use of custom tools (functions) with LLMs --- docs/source/_static/tools_correct_answer.png | Bin 0 -> 47424 bytes docs/source/_static/tools_wrong_answer.png | Bin 0 -> 97554 bytes docs/source/users/index.md | 6 + docs/source/users/tools.md | 77 ++++++ .../jupyter_ai/chat_handlers/__init__.py | 1 + .../jupyter_ai/chat_handlers/tools.py | 236 ++++++++++++++++++ packages/jupyter-ai/jupyter_ai/extension.py | 3 + 7 files changed, 323 insertions(+) create mode 100644 docs/source/_static/tools_correct_answer.png create mode 100644 docs/source/_static/tools_wrong_answer.png create mode 100644 docs/source/users/tools.md create mode 100644 packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py diff --git a/docs/source/_static/tools_correct_answer.png b/docs/source/_static/tools_correct_answer.png new file mode 100644 index 0000000000000000000000000000000000000000..4f55f7f4a82a2d693d3811f022f5d75f88f95385 GIT binary patch literal 47424 zcmeFZWmwd2yEbYoA|fK4f`p`mXuf>$EUAt*_?b>zo zdw0MmUjC;>;Ky}aB}tKM`MspS!5;=tbtz*xxoZsI_j}i_`pUQ?dP^g9NdrLc+ zvTF+9!4cE9>UQdKvV4Y?Fcy6yO9Lp26U++z$Tf%)ANUmpwbQ3`f|*;`@;M1m{c{H& z_#OQ*D;4EGx7e8pP^rtkp%k^Wfl_j@ykL1jC3v5bk`iKLWXz`|Ch_mb!CwMY@9pfY z_*hvT9UWO5Ian-hOjy}?d3jl1u(PtWGlM&rZQ&Mn`cBLiw$%T6$$z~^3~Fm=V`^n* zYH2}{d2g_Vuv1?zvm8$1d@f6Dj9 z)Cp>?A!Z5#-2=)HPK*|MMgd&tFge$Cay3s@OtpL@i;UNISv* z8JT|<`=1y8{UC%D-SYqFiGOwTKc9kr7Q7E({qHdoysu=?IdSdUt7}qX!f&0fuP5G) zArn6=SAbNA_WzQ%a*P%yaP;+VannD>*L{b7Trx%#P+eVp$5G14QRED9fS*wPGI290 zDK`E~>~Z2s<cg*YDc#T>!b}YKc<=MyU!@c`lvXDcw4Y~E zQQr9LtKaM6lPX#syQhDDOnGC&7hE`0R_n~V`ZCU^l-~Im54Eq9@%hy$`oj6oNE?Q$ zFO$3XI@RoxD8XMvgPQas&=-X4GZOs&uJGqqxS+;yzxutemj3^8Q~GN=R6JSkU=bT7 zyI)kgp{5-VyIAYTw&$AiTu_@_GfoTR&%$L5+)nn3tlP-Sg|nU$<2<_l*Vk&oE#mzC z+Pz->!vRT(AQ9Y*ObZWD2g;M-g61rdyuUAbosb+rcE58kks1yDVQ)uZHaaw;- z&*P=smm)lkm!Z1_?&n?PZu3luf|-$y&kA*|&I$ z>;$|<%gUuFhn*GzwTILp|7*PO-GCu{g9|k9JEm;=V7PLep>Ah8Z94+If}a}O6n7hc zaqV?;5Qs;v^%8LUJ|rWqPl$CUgg9Bb3R!kO&&=gFl*$?YuwxeQ>K0xAqjH7qWo0H6 zW6;L@XeBa9I5}<)r4FKyHjQS{p64A+SdefPm!|*idVVm!3}#x>8?^JbvX{u^eZ%{wJpZNucBOblG;SQ2*d;264Kf zNLR7j$=EZU?6S$r54vCtF^KE%jNGnY*q+WVouij09nsT4<~XJAIBltGi@2HD7hUTM+oroySuxbZj>)v z*75JQQ*VUHuoQuQX+<}4)HD3fq!4P%Fyv@v239_;`rSOQV&0!Epu3rk0tjGp^sw^_otXPl@RG|ZI~pivrWX&lFk;VaIp z0dypK6Q-F#@^s0r#o7+z&;gP15lyr4ceXuH{*BUbw}W9dhdu$6n9%P-`D^C~1@2`6 zs40#a7clio6h{lj8LC=|&BShRtR%a0J*f)fnxNMt+41uJvPK=ulSb|nuI)HIjIUu7 z`d!~}NpuYH9Op`7Pcd9UH(N6Rc(8frflDuhMi~z^UZ?VR4QxBqA!m&Qi`$*aNk~w^i;$kwUORy5LoBWWImnP1%l^kWLBI>-q z8XCloBE}@yX02LHb4r%B+YuIT+obK}f?BU;D#Ik6?z zwB69j=(fP*__6!p#Q8A}O|Ye={BEXp zek1yq0xpMv6ci1m_fjCw1L)Q+XI!?*7J~VEjT7xv`47ho7hs&GGXtVyEFEp~U(%up z7kZ2@nCj1V2kz=NB$yX>%=0_t(ZPWUj&serFI8zbdsp*$MhwaEE9s<&mhgi< z7c2Gs!xDRV~-G1de`rE?@>SD?TnUwdzr09VZDeui0r;AD|6#du}@ycfC^GqiW$hJ2@EKddrf)5>T>4_&=M zXnCaC4i=BO0%S+*j4&ot_4*c?py9@;zOZ>oP;aF1-x4Q|foYy%2824pOL7>4O-{wYC z8sl_&{$=a~%WfTQN`$gYervk}4R(FvKHyc2=Z)$_ob5=S0`tn?bCk?2`{hDs;__YF z)Hq{74g2zAW$FL5hrPN1L-xaUmJ=OkDujL(rm>Vi2SlYzMy{Fed;K4u12|4jqW&(Ci&33 z!^Oh%?5YU_g&YAF0*^0ETw`G<;qm|W6$T_z^tD(db@A~^{^|;}>-LKL`g1$@+eO-| z725a+JU@pwQk`j6pIOBDA`&erZt=gmB_?S|6(DWvZ-h*y5UWr^Zs=x zh4bpueJMoCav&U;7s$CZX^=CC-^YN_M59hPQ0dK8JYBzSkTAd!OnUI(ldN3FMxX}tB)wd|!X(gF-UduBv z0eh1G!=J$8ZQy+1QI8>u|7PoXKXW+LWT$`xLq)r!*J<0#n(TrpqrUia72 z{7f9_PI!;WpN75eYiC0WLK)=}`dhG^z%0oxJ&c=Q#mBP>05GZ;U6r5Az*;cLuUsw$ zTVkIxYEv6^Q(-e>eiS;Qi4x^0;16l)S{RLB?1`>cPS$V?K>^1+Yn0Ankwc+E?dLbG zFbgh=&M!!^K`D)@%bJsI7jf9&R=5PRC+s04U;^tRiy#;R8N86L;Ot9!*hb~J2|ZOt zt{+*a2IbWrPH+u~;Z`a`lHkj+0~;*_x~0HppLr;F^ovK{x@27^{57JU-k=B8*>IlQ z-$w5qYcxr+^VJ$!P|{tKxWKw`T6(>r0yrJCaa2GQ_DN8KvMm)?(GqE%~dC4?nP31NNueFg))=t1>VT8i4E}6;bKF_Yj?etG7 zDORVR{dS6x3%4?@8!}U%J7sDSSXz)BEFQvFk|L_&hts*kZI&X{TCMd%#qm3;$@UVK z`Qv@fFArW9L#*h?JA2fnF57X>7KiZ=0j;sc7k`dvbWU6j;aYE#lejlch!zeHCoLy| z3uo#}YV%o+Yuv~i%Gjxe!>uqHYm!{~o6tA8)a|SO5OQ@B(H$%UUBEycPT49{1B^KT z&{u}F_UA*s)f65{C*b|&DI^P`J>xO=%TwKunP9#@^rv0A7Y1O+-KLqhZUu`kU_iTi z2R`3K6&J(##;vI~2%3c_Sl;b*1(!_qwJzxM7_UX~ytjPOwPx8((Yc!h%Slp2vWCj* zP?+Y+!Chg30OypyMCcde@*w3KQ{Kj#evAE}&u<8ufv*Iu$gorz1)_iz%3?-4fdUU? z%k(<@{JcJmURKro|a z+w;=Q{d98ngUeQ}V@=)p;iMVx)a)VH#?upEB`9mb%7zWdd3}ZxoLJuv4+Po07UEo< zP*KxXaopocTbaH5vI(A4d!8I|U4pbJTRM-4wV{-3?-v}tmRCM#w7?6;45~p6N;8Uc zk$TP(Zz&!E$i(%{v6pw{=O_CVd{wpi+EPI<1!|?^#O(nBi5}*Kl@3UxFTMr9pdto1W6RYPTW-uB#slhV>cdcWw^h01gKNij&IHj*Wlbrc$ONw)NMk$(5BVN zsv3AS>FyIpLKizB&J+4&TvaX;FX&+N_dKPhDPUX=lm-eeJIscdoF_1*sB-;rQ9C>82H7PZjPYN%2DRH2kw-N)C=Tx(zL*-|slHt?Or zPz>jk8wzk}2+sKh9pvbbA^CC2In};es|>+}AY7z#v+{C326{ejlH9`Xd)Kj+*=wVp z?X}ZAF4Hy;m5?D;fv|qCZ2;)OaN>J?u2DqMj#Zkv$5m!RMAH{$ifKASGL7#)A+KpHv~n!z;>&pc z#X5ueoX;{LMQ~MU%CP$>Vvv8oU(`%rg@1%#RIpdY)NCB7#U<~g!K*a758D-sTS;`( zA$8GzRriSog5>@adwS+Drthm6^KrP?v~GV;##;W@jxV!X5zLtn-Z#jUT$n;ObimVy zKTkWlx%nWc8y3TO`*zNu`z6Y~Xx51o0Xg3vS|IH#fE%+J;~(gbE$>jeI^^#23>ijg zjq@mH)El???!&b>AHFH?#v<}`syp9HzLYH?Yzru*_|j%R?!T+r%q&N_6&uf8-+{!Q zf87>aW5R(Lw9cyBc}D-VNa*oH41aU;72&4^0;lUGWnjv)9$udywRa!Yc5JbZvEibF zFJQm|1Q*?c1r_)uvLk{7J0PD=^a4L!hmq_c8Y&tSroC70j{fG+!dFn7Hg3aQ)??|7 zb%kHHvv(qg)9NBNs8uE+R?=}K&Add~u93@Dvk8Sjc3+>9-eu^d!?IJlqe>ggd5yLn z(r@|^vV93wY70-z5W5B?B*^C>X?Jm1A;aVIukIfSRiA#)kB6Ew&G=yu$nIMgwh2i; ziEMSd<3QX;6aDV--5-Ty#rQL$ek=6BvXnT%2y(J8p_zL*i{Um(4#{8em%LX^*BwDn zN4A5PrlVDv;>Bt+C-H8(=iStu#&C8j!Pmb+AhYO*hk!cQg69KymBIa*#bF}s=plK2 z=GOR&r#)22ETLUl7rn=x2A_8AHY-;oSgmZmgZY+;JJ^GQ>o1>oF~Y88B-{Ar-7S)P z<9lx-hAXh2d^_OBm+L_5 zVm8Ip@rA)KlTZT#_%-IHlh)-mhKJ*mQ3$!SaqGrY>;q{xFO}^IN@=Y_Z-S(ocS)^Y zb?ZbTecDPl@PlyK8W*wc<>J4&aj1sfr9F99(k}&pFuu-jkfmYmqq6*f9QiuccIgw_O?@0M@A$L}tyXG&Rp*Iu z!_GYOgsef`k_Atc_#hMU-S47FWf1HbwMC3R(Pamg@nXECywCA%O>C##8J74xmV<|L z(1q6|%+6e=6+gpvo~h5xpLw024tu6P!EccM_9bM|lT1wI*)x+bUcl%xJi*_yk6<_< z-KhOAPPpLq@Bp~eEhY-8sp)cs6@Fe@vSLE}x)dhXtO1$dEov#6B1=2?tGq_(_6YuX zo6w-XkG?I2mF2Q#xP6t5mmV@*gQK|Ok3?>{J}}J6h$5z8IQ(r8bupBD@now=fc;1D zi%|cq5^s4E5GApw@s)acO5XB-qx;d;M$KNY_3W0a77Q9L&-a`DH&aPB`#>oK#0j-x zUWh4k{MK`L7&O@UHJ{wLs0BX&WvveOorP)#?J7IJ(;y1qQ#B*H^HuBi&cZM{2wotqe}9&jv0D7V7wgsqFfhWm1)3k0g4H2DY*T>y(0_!t`&!HkZzBA5)F z3boY51L{ljyoGsuT7>L-xjw##X*v9%3h^TF`)vyXqJ~pSkM9(%%DX&$;4+QVDK>ov zN~05fZYot(%1=NTh9LA>h|-$Dhz9|rbBA;Fw-msgyy@eo2w8IbY~4!KmKaakHGyTQ zFq$vt7^Q3}!&D?Dki1BiHGvJ;$%Z;!Lfc+^A(&yQRwJaJ(sNB;CpE3VXGj9Y4i9pY zbJ0&|4v|rGNuOyl@Xo6{`NP%nL|MIXERvnNZYfGDUvS39yPgN(L~)6#za$IaM+sJ> z=z2*xO>K&*|0$q37#x@sxi#`hC~sr5hekL#*{TsEog3*e@a++@%3DeYQZP7@*0!iH zz!U0}l{`ppIt#f8=PHI`$C@O;=SLc{zQr;0k~F5lrjlB62)ZRT8NfbdP8xVS-l8gN z8h9_E!s<2j=M^GmD-TSoz+4H~Sr8=#a1Wlqxcvb0zQpF<4V^Q8r^TR1Q)ls&aqDk1 z=P$`929NeyuWxeb47ANT0$LzbSh}y)913S7K@GN#xBl*%%HE5Q5{%c{HID^e_QE?B zdO>{rh6Uce53ME>XSpT4#Iu-~{$FlmR(p%js3)Ynow&~&v-0@!@k6a=M3)5Gc8Zw( z+GoqJBH@zi*9!Vl0S!^bqoz=4QwKt>%_a|a2BKqFp~I}yXo)*Seak)=eLdJSiu zg4d~y08kBhupqvyFrk_g%&ao`mNrXOmrE?wu)sYnp@eJNzBZu4Ie zEqH3BXpW-xrAuyHpSc(uzSBXnb;gSwahupcwUI$&Bny$aBGeajO=T!o$>iX{8KO~e zCEHwp!ZZm|S9qUDq3M1Ae@>S9#gAU4cyz5W-2WQjTC~wpJJZKZJ z@*3{%TuytdeMxlX0Uw~vY%UN$fj?(>TRf~Te!Y(vrB#-z51mnWJ!Frr&HOpR>$%bq z!n9bt-Ek{kTsr2-u%#_zkZXQNjn`SgNox+mpwkZQa#e#_+Ml@<7coQ`uv z2CS^IZqd5*n;d*>gfyN-yPWFI9U)csX_1D`YnrS#pN(LvZZ+c96LR1RsujK;Q-AD) z5iQ?|`Gd3Zt$JP)!zUYuDeE@z09-5{#s|g^k{W6>%AcgkabVcxK}cw8Y3pd+h$6gfuWMV_BK(-cLt&?LDSNpPgq z7`T&&=y~>e`}pXG z7EIc`yA*!f9wtbI%6pn=pN? z3mceRkLG+OZE3N*hi}j#%})&ppoM6wY-2-p90)Xaa-#*3>yAL}&lw~$w8 z$tQ1tF`Dqj{Rs&}GzJIRz-_bpjKZA7R9RsPd`eEKoSHdf6B@J+dhJAZo9>fpsgy8c zc$p}*{GrBvtjbw4wA`{WH~z3a3RBhYUe_~HnnLL~sJ+Bll0+PWX!0k;%8@s>mhlTy z%kpW5fiB=kFAwPX+XG%UZ1x;D!jjy z)Pf8Tsz*;>jVkgLAQ^Z}AhgQ87$Qu_NETMiloOK1_1p9fOGN&*$JdIA`Ar1V2X2Ir zi;>4i1>TaJk9A$1-gSO&f8RYy&x?*E6M{BohAQ^I_uRLhAo1r>vI{{fB=@YDJU0U{ z?M1%!`!>iAQ^~JA^0)BeO3$+$Rb}Cinu1u{i}C`eiBw{XJ_X{1StqaD#Jzv=cp)U( zuMS5iDg@@|%QxxuCEK+0EAtm)t;tU-Zgyqfr8+z&13`ZLFgnI@6U)OoU4r3)S(M?h zb>q27h{^=9{vaC08ZB6E#(9Ts_kKv==&y$_SAI1eyeJHQN!n`oIV{L@^(af))WHH4`Y?6IA%86BRvWI+6 zYIPam&9^YFy{{sViWk5KzO@#Y>q)n_TV$o-unC80Lu#kfr>CAK5Un?{r#{%h&AgPh zFoIUo+;?@#zTS80>^gED2xdYNEeTYNDsAD}Q2zD8ruiEjdn))E#dk;*l6m1w_vsd(eZRLHBNfGYh1 zZfQcRv(gT>+&68}Oz}L%ERCW}2qwyfsco6v*NEcBoTzuG+<<1-l5SPr*(03&huzQM|p9`|)?GD_U_c2tpV(qjg8mg(;4dZ0J?b{na znSZZ|RiRNVyHI}jjC(N1X1S>2oABxU0y|WxOb%Bv(rzv?x|~TSAD+dh;Qxoaub}$n zsKu1-KoNZp!}*T|CWh)+R{mY#$4ARjhvXDV?TBG!tY~QBOjnW`SH( zZ%J{b5k%MEYCEh!V`nZzFLI}A%23gz(>Z^zK#LuWG-{0j#ysgz$wEvAnaP%HZLBe| z;F6m#k{RmW#lS48)LmfdG{fT(*SDrSPZ4XyPBl8m8@9y3#_qeTf7CA0;C?P|@wuzUav7B_-sDSxX40$cp+qk8?sghr{ z5~8pBp^E!upTc2AJ47hRim{VA=cdY6X~B|ro%76^=Tr~6r;K!#3+OM>idFq`q!Xb- z%+h`5`mjBxJsz6^`e62N*7g*bI?(?9@_NAL* zcFCRihM`8I9fLQl73ZMic66S0a&QW7Tb_{9iTRoLuaS8E&q$nfnkFT$3#c*|S>Z`( zRQLFFn}djC`*f83(^94t0K`M}j6CS1 zg)Qt^yu`TufO?Ev$xB0*PLt}wbgz@FDp&wSO<(yf7m~$rqm|F|fS*zPK&!c_spKGn zC*WCEUOUAm^t_CT6xG@4vD~OysT+azZ>;eJBnJ_s)|G+4;EPBaRsk^Na4N{A&BC-!^06r|ruj<+kSq z(*JOv8(|-5H8zSTB7Vz@=*cqJQbHl`OW9X;9Ksls+1xE9Zw#;jR&kB+;JeZlrJ0=w z(1!8pXXLbBAtK2<0dpCw7{YKxHTH_`8BnI-s#f_k{Y`fE|6hv0Qe3sDJy1Ob+!H@j z-FDy8jbQ%G_ej@d#7UOG<=I}(3CR%oQNr%Diq8VN|nsUyjRc1+e9J%V>u!Xq;A1%AnPnv7>R z2d5n-^U4}9o5-x2aeN+Y(LPVc7CL)@#EVD-1k?l&gDG|)lYhEv)F4=chNe4%>8(jD zDpJpn``nQLY4)Py_f;ZX@B1ky4FZ_WBUMz303AA(4;T^Ww*ddtFB=ol8 zB2KjDH}5_q&8T_N9?pQD7eR4Mix~9KVi31(xU=;2bvt+c+XU}wUdQ_UMiQUr1x(46 z%W+)*h}6+uy1s-7XMK-KUlBgjWW0PkAV0|NPnK#4TA5F%uO<{r^;&z(a6 zk4@1^HMDlf0mRlPL2TNbK5)^)tnZY6s|NR6nGRQ;CpE9Am3Sxag!k9So9iI5!f^&f zIh^U@4XEN(`oCr!&{(~y03xxmyA-aE@^IGjt1U{6m;mjE);tA?5Mts-;UEBS@wErI zE!LCdofspb8Bv;@%Rr%cG6JFPi8n8nk~IVzbIARFWMRzoKq;nPnt(;bZWLjsbeGBG zNE>myWH==|k260BaFe0na;ynC|4uXRS_4bfDwWpzRPXs(FprQxr%LL)ntBMB(Mhy^ z#3b3xq2{22E_n>7$;g{*&VU9b{S-}CGUgV3Vg{gp=LnEPnTjp8xx5+(pjA-~Ot#bW zQR;FK55Y8hq(y=Aggn<+JsPc!cpurt;6P8`#Zqnlw$U(U_A&}i*6 z`&*b8{G9KMLd52~Mzw*^F)B_Q70YEiQz;qp5p+I+Wz&T&gF z7%jPas~0n-{P0%GAzD=j_*wx?%d=_zC*GnDd7mwNY{cik{fe`^6K~tgn?Ci=Oo>dZs(dbH>CfblZVut zP7DV+GXAJhW`m!zfNfUuLjlVL1$tMuh!M~WL%)278N28#yFSGE<+|^R#ZIwHC5;`% zNE4fo*Z*W)q1OWRy}e!Qyw44J{%2T!EUJEg%efm1MtH$NGxswSXUca2=0voX?%?4P zk@X0@wU=;1#(B#75*p>dr7-CMuTT;afzTkwAm@WWczOEJ@NqD8m>3l3677__8()sT z!_Bio1bzCX*nwjVjCjj(d1KG<6 zMe~@?9HEkM5hDGtdN3SqdGMo2^OByl;uZbQVD%dU1@!mTgPi&TsXG~jkhEz>Z(0HQ zUO=vmhgifCM=7|UC_g9%tA7$KX(RRBLfQsnpjr(L=c3tPmotVQb3bv&4Rkd( z+UwzF&0AwQdri_3*m8#{hd%E$YI8c>AP{fpb{9)0v50o+c6vh7myJ|F7AF)j<1+pR zvw5>2ZMVZg=ee!@Grs@aObF#}b-ql+r|smomEDZ>Dp`8K`1bIeOAw=eCCR1Lv3E>x zwUOXDeD(p<*Ku^Lc*XzA>D*@#FK;jR@Em#%l$Hbg}I8&w2exIwkA_N&K$diuay_x7#1syBa|De zzO2{b%XP1BMA?f~9N64w#ql3}_poz~j-c^$lTWmdh@Vdq0%{d?WH052qIP{FJGNZW z%eN-B!ahU(@HR#lQ6QX-J(9t-^DLZh7aa*`Lt!e{kMB_-vV?ecEvPrbVG%zI7#m!t zyf&)U*Ty9L9(PcAVj_wfi=cRn^qu^wqUxFUelEyq7t+6Fi?66LINzo&h?1%^zPWMq zqXSsjQKK}O)?+3Ct!qVbb0HME$<6Z~B0ep*mh?Vh(6+18I28os1)}5e54uz#PYAqF zgGVCz4C-5GiDA=8v&;J)H{;|&b?6c0J!x81k;`NQ4KqB%PLrgjyx_4B3+8R_MPUCz zbZ?5!wZugP6?~@9!hmlDz}#G)++L&I2~`+eo)(G_jChIkZ@gPiPjr!=pw;v10q!4K zMxbi4?k2cTFZ4CA+*cAuM3FAJrmsy^DmnstX=A#&e6~~I+r`eu!4PQRMwZ*@AsLM< zu?bE+=OZmToQt5F_Fa9mS&P#Wvm;VuikZLp?OpqQk-w$MC7;+bCD)9uHde!Huw%+8 z=MZ*J{!?1(A@OMSaYWWp-|z`)%MvYXq@E8<&X@FPXJAsHG7;$+5k~%q^wUxugay%? zyG}hTJA;#+Vcuxu%zRVf9(+Xi&Q^ch*QorBL|Zq-lW<`6GVRtVlP~%fe3$5#KDG4C z(#VEq#cgrQ+O9PF(R9IAj#)b$WsV+M{z>K>|IopDDjZP*`K1~WLUpO(2o}Al!1J}- zoT`13fWYWpc`cAP z=%nGnnxV?`PRZfza5*lG46fB3Xe94cyy23*{ofsid_>5MUxhUK&a6K^KcXpK%>0{S zef8-pw_WU>A=HqBg0#QNUz_U$oyUMd>S_9$*RiMR?IB5aSqjf>(|z*{@cv^URtazM zMTm^DWs7B8$*y?h@!{6jewBr1x_|k{AbsM+2#_OkkEr;uKl{tS0{0CAuGZL)45%>;wIk_8uQu~d5O~>#ghiRF zHE!htFsQYPLDA=GGgFAc%Z7P6qOaCC&>r+O#t8|GyBh~h5 z<=;z!_Lil0Dyd%0rJ|&v^k(`0pZJfN`+w`Jeu3KeW5=K8xOUT{&BwYN$G1^Qr4yq! zbGsHfG*KE+rJLs?g%(47mLstJXVZo3^i)?zg0KsN^IZ<{$fYWYO^=6hnP%;(Hf?P0 z2i-c8raGrK9|7wujcAq;v+(fTwohw6&sYBsiA~U3#N|sii}y%uhA+4l|J;nDw;jpz z4RZXUJz}^ccNtxhvOb4>iQg!7bv?Ygr754He}DSd+QTw^))}r34<#Oy;8+S7H_amK zB3zCrT+j8>E4uy$1?ZQgz|qod-m@is^CL{|mr{9?>s^|Cc$Ws##+uKnLil^$am_ao zz?{ayc+U<_{~&yY+|#j=U7%}%ecAThiC5wlpI=GRYy)gL0YsaY9NjNO;{(PVFtv}a zb^gl1{tyoZQ8O}YG)>l`^>m}!{UR=ogU0<=boOqv!4xn!(y9(oQ;x`RMP&iUD1ANezK0Ysy|2#sY$=uCgAD04w$yJQ>z)vgnd!UE-tvOF)% z#o*bz!r!1IG4uz}UYnrdpf*Sku}{<+E1Z2G-`&7ke`bS*SL-085bRXp>#^w1nBU%V zu$mq+0VGFC^^QQs404|YRO^=)zo!Qmqf_quw1xw8YMsYH&I&9ZhKyyd-5*r(#5+NE z%I>)dA^>v6_-S)ayJAjQe~oKnifeZ=1h!q~UXmR0Zpz0*Fp7OX= zAgM7|wYmtnlVcz`2VX#0qohx;nha!jEw6mkGLD6sH{2#D1^9my=oPj2Pgc{@>w)h} zo{R1ct_F$+q3i69D*0Bdg9)v$N*(tq$nmr$%($&ttH6i_wZ@;Or7a^6$!$KMGm!A+aa~*=1}D z1@whS9Son?K3@E_Bwo=y-3H+`t#XTL^Cm3rQaSGFpNNy+neQJ7V~8dJo`?svf*8%$ zPJes|;t-Q(d%l+e+LY`4YvUy*oSna*X@0cD=!~q*Qy}jM-n(QE(3`exkOB#1Fo2`6 zFMIN2JVO5T!qislE_>KVTyi+DFsHY<$qR8PY9G(!@b~)&xqFTm>e||R*5@mC8`YNc z2+U9%yFe3<3Q{39xRCjZJ;YZ1W9gU;;cc*6^bWQK^t*E#_iL?IV5Xcz!X)B4g=68+6@x6 zrTUV8SX={|`&{1+#$AuQ0zdcVF1O zdDAbU93^sY*kGX(Dj&<=OuyqMVd)!=D(Pd1Om_0E$ygzEQ{ zxA)pYm_vX?GA|9Yb`N?v^161oujugUy5mwg5YM+JyS&2azJF?jBb&prUQNRkghqj*#m;L3Q*-6|$XF~MwECd#3Myt#JWr}5Mw73A2@Dp>#Bgnth`lw5JEP6d<&DbF(9sn+Y#s^xhjP~JW_IRE3bTJVv(9z z4)R;%FAtaR`t>@-2Bb``DZOdlLG4cV%x-WseKMYQ zj=?(L7>f5Sn3!!HKUP}fgX@x_T5GhZ&jTCR;bs&oX+;Si)7e+NJ@eK zbP9A4K~rjTs^8w@XB3Rq8skR_Og^57j?&6Ow>Jwx}pBp1*;uDRu>DJ7eW?ecZ z5QnOT?LGR_CK`hh2#z0jbnR1u&i=TeEEdcilk71s3-W0`J&%kgRvdYe@$FMqq&v>9 zk(ZlAYLVE9+vFrs0!Yp(i9mQ{fmE6iPB3Qhxjll^iBEb`TEbP|sTL($ zf_mYyYaRKv!;I?-_4b4QIcZ{6N7>NZ(wxsTfMy%f@nrA{}W zj9^#OfmSj8jWJ&w;=FH<>MB(iz<<}~ysyP^X1fz@e$?gY?YR1nGe3XWwOPUpn_khH zu96#NUFSA;8Z_myWBL0vlsCwdeyk2;e<~h6^-%~2({P7o&QN)@& z@0GGw7eU$fyLVFNuN=5hstd66gyr<}l`CZ@CV;Z#XRf_It5 z0@tMsxKwrBUGykTT;qt>419rE&hB70h|4o8o?5Nb!fAScz(qT0rIGyMw>nltgXi5z zz?lkY9tBFVq-R_+H2s>lbOQJc{E-9TXqxD{?ueWEnYy5p0XL@tRxUs*RETxBLEHK6 zpxcX1L_`bsTCD*nDkB5FTq!mc+MAztzdXk(xJ^5XK3_m!=HIO7z=^$#!oS+@h30Kw z=wlkt$%6mzXMkz2xqDe^4l*9S*cxDdrL?k&XCR%>f8%$YSw2xq7use!Sw@ib@Vp6u zWpx>+71;4l*3r)b%%}6*JRP#LEd-Rx^IwbTLVS0&3CLLLEczO9P!)hO)>TStZ*5gC?83G8dARA~fbKqOGjhW_I< z=Jx@9>_mj-cnZFfi2kGmeX0ORx#T|ua=v(@Xzw2C5Xj(iyrtkI$bWzVP{SD^9bMAP z*M$!p0(7#vIoOhm0jy}T{0(@{{_7Z=VyS2Zp>5MaV{Oo!eeusR3yB0bN6Tjs{Qi$U z_!-~8Rb!~u9${B8j1b+a&lRe_04PAfOfGoQ^ZE|Rzj~>PRC>y^)Omk%+=J_2h&28u zt91jl0=*+S9ZCkVw~0He?@MM3UguI;vE5$@V8;fa1`kq-bo`wR2T0hBUQZV!Z~rju zoltA`slm@!*>TZ$Go$pB^ne2#=#tT^$lI|Tz8{L_?ndaKD=VAi!d$Et*Pmg-?KkJn z)So0d4W2x!Ge6}69?HVa=>;lTq+6Ko)SPPTRF}9`Lp|oo)Pf`eFik9gPd?3c+?v^> z0bSpN-en!YNhHmuJsExX+18&YucVS&^X%;NhH*!y)g>(bzL098TiaZg{PUc-q&k|c zgAwM(*RjmsV?r#cII|rd#gXT@$t%jl8b~ni+=gxHT)i@pAw6Dv9=fjs*ae(58pDs+4vS?U}*>7~0+|6S*ASW^uVk^X`GI5*V1R~d0Zrc$Ra5Rm* z@-@~CIk$X}5KY(k6v3(`IYsU2AovUZ^xcFbz01VPG(}r!h|Q*Hn2$`9A~L9=zUFXa zXXlKv@7_i{&u(+&i9q8UeC)MNL=Au|51^N`hp<2RJ>kU?xl*W)guBCqVEJw1t5H3tz}$;bCCeV@I@9e zxrJe$wxD~6<&z>8ILUM_V)_ZM zBpBdUt{`tbC?%tg&e?$K=eEiFOZvsaB(y9O`1T)P=>Y)~KbaAOmM6241r9h=;a zW9Kf9ECouD7stZCQ{|`TQ6PBHjCdvZ8yiF+>>ns`vSjQi_SS&qWBy(e43DF^r)jNA zWr_&I;GS+tYSaFdZT4rTEgV>F^Z$pv_Y8_E zYuklK1qDG#k|aq+$)HF^vSdL?k|d*K34){nnw&(kL`6iRfFz*-$vGo5SwJKsQG$Tq zz2|+NIWSQmS%T`M`zax=E}pqwLyv=ht3>mfvtp9)~P@-2Q~WrB(|2 zy6krH%`U`RlD-tK7mlZs;6BVCxG(k8=dp7OaVrBZo*$&x zY^m{pN!fC<2PH80qRCZ51iR3L-_g0Aw~04S-iR3%#wA%D1HXmduV2%@4e>5M#;aPBljm z)Alftx^?H|$L|wv$f}_ftR{^x9)@@%-4ERyzDxn%cJ%S@^x{YH@2Mu@NQJEE1)(HrCL>^LG!A z+2-NR1(rpjKlP~bk~{pFCo^aCdnJt3ASpWryPO^#dr;=vwaZQN;^4d_yVCl6(v7l# zi7B35^yU*|6C!_XY&6-GAUDKdJ~pgpPvgUTZ|g$Z&I(U^Za_d%BKI<_5X4EXk&vAz_be{m^50dj zMZz3*@ zBGR+6=&78QH{ym5%5Qd;oZ#rS1c|nnH@-PB9I7jEZ0H_WzZc5b%H#eaK*6%+12N0$ zmG>h`K*4z&17UF{@`oliW!#>ZB$ z%S+J8G5*H#Zuqr>m~z>%YvwbfZIvECG!1>yd`u22oLm>HSE_)V-Zk-_R6Ls*KO>aq zdFE=vc(f(e?rN_=i>i+}YxDc48h00&v8n0GAH5GhT%gNrU{H(L#HOeFCdQ%KQk>tR zqtV1RE*Cmh5tV&%l)>3}(L&VPugp4@7xU@m!kdFjd-@GMe+zPH2vqXb-LbN)-0a$i z#2NK3g5Fy#We*C0dj2OH?(>sBogrm})%!P6i*<51QYYu*5c@ydm;u%6bX7>$mm~d9 zooC5zmp2xVp-^WeYKN#;$jDe09A&BZcm!KG|C*6BN4k&3vE3|Jkk$_GBB`PqJ;S~{ zI8=EdNJPtJWw;v&KT&XRnlZD9x%dF5Z9d_%PDZ=c+#%xlh!?*@UchbrRy+!-957ez zD-&@FdB*z2d2Kac6eKGF2VB1nX|EzB)!ulP61ge!i@2{m?YvVT=e>t&&;2So_(` zRmu9Ocu_5}n#*DZ8-x)qzAk6j@#s2?@h+bA80aLi>=YnHp;1A`lTYxhwZvySgxr<0 zK5gjC7m2G^@LY^ZtokAx(b}tPo5fXR=i!mj{n7m5YcBNKN0aUj+cY=5`dp=h97~jN zt5gc@9Dlb%{FsZoLa<%{vq? zEK<42R<&z}{?KP{^`mq!_qd8y;b}wRnJsx?oi2)~j+QJYD^bq8XDtoR$?Rv)6NdJW z={{%(Sl%C|`{>S5)wA-${Ft4JU{^|{;d!KHByVwwe^uPAR z%l$mg)ZZ8f1K8|O`YWOh&xJ&lpUd>iX=t%g<$NAl>6jGj5f!NCBbmngTHh?qmQOuW zVfWl^Ywc{%B>~Je)#1k?Hnu9*%)ZV8rEHc?FFECh>k??5(FW>1=0fwg1+rK5@a?#+ zEWJHY=nb27dPZP01f;Z;)OSY*<-wh81(qZxF2PEP>9oa>rD8U(y}5&(6{snQG4C`> zwoS)5esTCLOFSaG<5R+=x*?Gt!)^vwB9tDZN6}e(TNK|uWf^aE#834;?Och<`Ca0~ z?J+j3H&B;C^7!q+2JVgZ+B@~`PA?-qbosI(COAI_16BN_pno`b@G)dsxEgec`MVC*Jx() z7MX%NY9@}=eVfXsuKW0-TMGk2ulJT>_17GH*usJ`>}I&}J!0}i^NI)%E<;4?oh zb|O!gkdCtjhY43p6t>cLGfyjK&HaIWgl6ii#l6`imB8@%O_L%~$61nd@J+twu`2$M zDtV#)Y^zxa`Okymfz~@sUgue3ulC^f-f7L%$2=hi;L`M0o=RHL!}*hjpAq}Kgy&0h z8y>YPS_$K}pVUv#0*V zD3jF~xmt(juwHZ+aXChox$lBQBvMr3S#fUVdKcjpQE~sS4o(8ahT<*d6j2#>x&mdl zwivpfOZRXd$g){Oq%&`65M-$5LnNVxTg>xmJ1FjzLy`;Gx& zpg_86Vcxf}TKR)S=X(_~?l{WD;rmO89(hq6U9-#XkLM}%nqJ^n>*yros@t-W-x z%^ts}AYuKnTBXTv(-@A|^G(EtF=DB?ZATvD{YFBoV5wHJOR)myZCEIjbC1|nY}AbP zE|3iG@b9CssHglx*wyf3XS`Bz;>f#-$BJfqv~Fp|--{2v5D;>K@UeLu&Icl`dJIdm zbV&VG^XPVQ4RhIO1)LZTt;0@njIR_*DxgHta8yIl@S{c(%We>H{kKH7#5SIOM`LD+ ztO#2N{1Y~*+9zRjTfPh}cth?ajvfBHm$PE3jG4)3izJu6H{u%C`K0Xg<{I6QwJBQMxbr$ZUy!fAMKOVODOcDNdJJ1CzeKKi<-DL9JG-gAAli21 z&pmo*kw>UVLMHL80gpSJ?q7TGxs z0cGUgb6oQbJ9LXHiQAQ*-Md+`v{2TVPgmG^s68xk93lLuKcM;gGOFrxht#ycO4Ysi zwW!CQ=5uc9B9_tNn_qW_hM=}n7f33rz!jKNL1HaR6RKH6<% zvtMRPS;0VS#FqWoIjB$U`WPV4t#v;weaPv?^%00NEvGMVUDS2!<>boUOld3$;-TAe z$2X-7`^e_bVR%yad+)c2*QPQnO`4bJND|%V)$>vYTPgFp-A=DIFQt8p_E~6<*Jk>k zQx>CmD6v+bVgNzte(PTvQT4<`M$W2}M=1o?P+zXs<-oz$b~>@KOQ-$jyWP>EG~(V+Q;xH_#hb))y*=Vx)+Pzv?n4$?8yqSvnohs+ecD}3 zX4Ns7ct@qqG;pnma_?`eUqHF0u$n{tm{5u1`K%kYrBNb}8)})QUg>gm2P~YE_I!aV zdfP7ltkN#e%>B9N&e9vvmq85gJgKu*Gu4`OuYAZ}YklJw@=J4ha;{y3EUr4=hL+&K zzEGlSdPk>;1C|h{`J!!1)Zonof_3tU>FxmA!boI+aC=N8J7+m;-|s?{X+t%0 zwXR!1-P3(0cMH$xT|V}TzTuTk|2v+stZ}R8z$g{L=3 z?^w1(fUP9oIV;bAmNf4bFtfEr0zza3s#;|k`%fOn+|_fK(c^!Gr=b=2y}{x~LR`VB zp+FkidP?n)hgEdxP48KyY4^6Uir`B#CGq9x4Nk|*+T0;Z_E_D=k4Ka7)D9;2w1y%( zx5lmt6#XncO6;~Ab+H~WlRc2A_v@aN zu(z7aB(@;=`&dP*!IkuBwJ6PlPjR;|tt{B+_9&M37HL-8wNg9b4x3ODKv%CIlx{7q zv$1&)!$v)BZ3z=%I`WMt#9^=P_fTTVl=}$WTpkAsC;{< zOz~7v`TzSB|GH3pUGmOfX|)5y%3ins;h{pLjq&_T)p-a<)F?M}ws$ z^fiaTLnNa%_pe%2UtUQFkxdRLaohf=`|W*%B$8Yq`(!2n!8{C? zi64oQ*g_bf0u(Fy8%7WlN<(@f|6y5ge%kwdj-ZJLNvt82Uf~NzLSXG$1CLz=u&_Nn zVte}4t0kQ_P;nO3F@ku_^72a*IeyUxQEL#)v9bkSpmBcD4F%)F{|R1Y&i4&YyUj(| z29RnMy_ODY*>4|&%+X_n&MtPj@(JqRsA@UCY-eZwd3$`us5}a1bB35(%s(L~aGPP^ z*hR)^h$w7GT<&KVe=i1HEuLm}psxI{3;4MXYBE%uAmP_{P?rY|!nri|+U zY7gN$d*Up;>Ip}vMs)>87zQqg1N5>SviJ+y!({>~n+I$tagiZh8#(T1u? zIB>wf1O?2f2x4R!?O^{v{b5i79FJ(ERIdMJpocC7M2cpl88#X2uFSIT0>{UmOG0{b zkZc-QY&rlL&73Wx4HOBgD4lkeWE(yY2o%k^#7Q77(VcSm(XD)laI)(xdV~auejwsn z%dl#GkWF!l#jD3A&voVq1?$%!v==$T)__iMgC}(i%w!ak2+sYlPwF2_>oySu<3)qs zG%?1}^~v7}6DSf@iVD4wdE%K#0rA3@tWZKKS^B(K>}lxrcSR*d5H<`!x>x$AK?Jlj zsE((i7qfpmo+%%N{Q2CK6(?hN}FIu4bGbkif!^mFGpK%C4o)|4h{>QuY3Z;$*}g8PfWrPk~hzkqn=4e!5EwkS^uCU!PHoN>J3 z^4HXH0jXv$6>MO63fH^x>*rc>M9;mz{RVRI-iFI6UkN_;329zQ9cFVv^#+>bF=_F{GL~DF zYu(GA;L~|)HItTocjkKs_0s)vKJ&{GY*yXZo%S2ma=T{Y6D~~rnTrN`Dg85@-D_(m z6AqoDUV(Bs#XoLu#I&7Bvfs$*9Dx;%t<<5<7;=N_)H^Cpx)TJ+35&jt~goqUm`GN-*#QA~6W*jJWXs_gDV70{@qI^5L7h+X>i-SY&rHn3YiYn(j- zWp@>xHd`G}#KQstZH0oTJ2kE6h9s4MjSh)VLCyOwPvoj{z9MDORIT~3lbxp>mce)C zaKpb`oCM3qW5~l67a*GO$>B=t9Q;Pg>qu|ED_B)3UbP_xeXv{TQ1eviRr`a-t)B%HloZqc*nOd+<0Q2Y^QUbf|SOaqEKlTL4z6y7dvU$P%iPlR>Lm86(HemaI{G!T-!xGZK+5Z7JKdRD^&D_ByXj&~e z#*+-!T?{lHTd++=7={WukOb_3ML2IEi>-$b$^3p9HuSJf20eaxif#MM1?oqz{i~SO zA%;-Mq2FIncm6=@t9t5TlN0fkka;a_EGg+^t*3rnJ(lH_6~hX$R`|)T!RB8Iz5Jc` zc)+}1u4ngYeib%Eehxc5o8o}~%Iz5V*alHQVek70j+5zlT?CX&8Y_^+PL>KH-p&%CYmzYt=JzhC}=OYf+$V#)Z zB>to%6d5G53fo>eWW9@Mj{rmPU8w=Ts&JLMDn|gF*G_cYWS)G+=@qYE^(%q;;=LC| z;ss^H4_k&C7)HVOxz<8uAFhZAVNJ6FnZ5!{wl^O(!rnlQm}SJkX(G_h6oY|8g(YBG zrPA-O6AeI+Mgrwj@o2<^gXl@`ck&^_?F!IvBt}M3vRD}W0LeDD^F44_C##=DZHmMH z^Ku;Axz~aS=kGaoS4a7)HWxq^DuHjdCCzh7!2`U)Z(KGCtJiZE=0O7ub58;z|5`YI z&-L9lI|&C@1^K$9J02Fx^I9TT`Q zvS?sDk;;*yZ;1=EHp@1f!t)lchog=@gb^Fip@>4N5O}+c;461Kf`?(w@!$hsBh;{dTJE$M3g$w`=os`KuvGGO5FxK)4CQ zeUH;F@ks~{GuD;fYiYcqw#J#gs35z#k<2k8R zd&&$lXELP&ZP>q|!v*cz_O-Tn&}?lAyr_Lr{SbTC~=982GPgma_i zD{pN#75{xc`nwSRFv`fSnVePd8de|~iHMap<0y% ztTOaVz>Zk#~}4VtWj0b;;0RiFs#AQ)N{OYSGEPJ$6HCo~c2|iCBtT zx8=houx;(mVL#U%_*On$J;gQb$;#g)5h~<)R_1z;-`X>LfxNQ-qu* zeoSwYTu$yFKFj}7Y%Oc7BIhvk`6;jI2}6;r6c>L$FGsw(N#yf}vth+%@E_=;P@#?o z@9)(I$i;IR2&?I>s+r?_eqU^hdiajmX{cT1I_lkd&d_u2$V&I9oWUr{R82bPC#k#q zgV%rFhj+Nn>IDRGX-Ad)Yi=FGR~#EsTH#doKS3YDTA{I+pu|u;^v|F5H~e{cp*(c( zt?IwVml&QUc6LuPxwHRu9`ZpUm0k z*4%1FKh**bj7yb54(_U!tcA#*0~ja z%O3po8$(qRYW0fylDoI8hp}Q_uBacxh?JfBH7^8^UjmS+0={kbk!fgWP5N1H{>l;l z*A;rZN8xn*@^Sy!g>*5G@(5b7s?YO{*!ERREHGT*2Y&x~k$B8lne`gDyvo%x<#b0& z%#pM8N7*p4fG|sR1dq+o`{+sVm$jD!&o*8b>57y%aT5U=WA)dMI<@t%j`WEf(myY} zZ#a%wSw?4jd$HYQ)hI}HFORIJYik0;L}zTVM!{bE3J%GyunI}^qyJ~nsx--v(-jK2$d>7%eis=s}Ww$_l$YPK|TIDK& z6aW3;Y&AM-;CxChqfG0(k5e4B_Ije7%B)Wlzo9qv-z{FSADCA#d5~NZ$y# zuIeOQARwL1g>MF_#rd=~qVE*pvOY0-S@7#$R64dIn|41!tk{m1 zM-=S98C@;#(o5XUz>x)T`MRWK0I|{QeR5#Q`jSQEm6=-rWQ8~vutg9WZLIV$m&DxM z^Pj7aaVT2~h+f^LgZeBZDq-jMm*~VNxWKJxCc&bXW&=+{sn79>QIE(zAcJbJ-$x4) zsT7Pm+i)rs7`ro}S*S0h8&8VGZW45eJBOYLq*{d&!ZY_!a&9}|5No%wp1*F3gme6t zUDDUBI)Z2`*m!bRsLt}#2@n;!QTn&=cBe~7jFwMpmp##BH>yQbEtG?G^3bdT@ELgw z14rc?QfLJu+-@bI1TT+6QgS)6K6~W7dgDgutU-9kkL}0T|FrMF5c2KjTEt=AF^ODP zP2{1^%E;5m3PsRuJL5QD#Yth41(;b;jD$rI3e3%aBOLBIDX(FEmmzB{NQaM0hq^i*!+9?#iigT6Qp-2ohHnFq$G zg)BZ%Re07TyJlOP4?-kvXyq?9aN>SyVq1~bEIQjnXPllB9wMGtgyLy|fg#gBf$6Ly zlcHG? zpu%-G%ZHo#%POoOE(e4h!E7z1#%=?`&Wm5sD#+BzlFL$rNxCnS=!iVatVdMKXDlm4 z7c>0z*;q`Ec;Zn;eExHAn=YXZPxE2G z?Sa`K${A9EW>vNfX1F5Fo~gAeEr;Dn{H@(r72DX48S-O_osAh&;_Cb;j8kA`tWH*m z*$O}2jv2i2Ry^)h)IFH>9tUq=NB2yWc9#40_f4USH)3w-8<=@=+BSNkLR|#DX3nu< zC5kd}yui_xVIr2gTFz_QQWo2lW)wn-WxMzskRIa(;KUzoYb(1l$)9|*Q$s%@IwOrNK z>55i82BhPK!;5y;d1n&IH$+3`BraB{@>3gd&oP(2w?u8^-T7>+i^7|@w)2)dMkZVm zierDKdjc4XRGu$h43fz@^>xZTTDgY2RDOA9IqNivxf1y|mch(^PU-0vYQh0=tTxQwM5*%Uf`6w<7XH4TD$So+RkuK5Pnv`T=u}}7mAvZZGNsbC-WrZ z*0Xi}Utn`Dr>L~Ca{CXkk$M&&3}Vl(yTcm`7uui^$w05#)%NxH8^4qk>JhEz2k-tQ z^1k{c-Wk4F1(D|VCtq?&5B7j=!5~vnA+=!M` z7-*~!8h)wAtC-^N+lS^wG@_=)KxZW)As{WZo1-@E)X+y*_gUT3k%b#aVn*yxz;EXv*P==7QX#eL-|AZF5Xs5u4di@FKV2rx5{NjKMC>=9e`CNDpW;+D_bI{#-a7i zl!R5)*<=s;&q~)PtHs!eBHV7V~M7L(#M1OfLq0{yXxla z@PdneZWSP0XUqbyLkNhSKhUf5_9{dV@jf14LU8NTtX~mAPTzIH$T*MQkyMq2INAyJ zBKap);xieMGZI39oWTh0TiE%l`jp)( ze*mMysbAUW{%XqSx0eS@c+$t2h4;U@EPuBs-5GVxI5IdXqdyxEv5@^&IKdmUYvmUK z2|0?(+C)5+1zWy=4$~)9ip6j3F$TwKV!N?4KtrmQBGWs$M6XD;QvO*$Xi21y25x$ehZx#78RuY z?N{}19a*p}CR&0flLpHf^Yv2p23?n5pk<*&_pAE1`YSj}hyJXD9zcrH(4nJ%DT{%z zwoY~&bgeUDG3v@*S#C5-dQi~d_3}>?SfoP4_UTj9`44^jn{zSU0CDQwD_-Ja>*TV_W1SIha1I#<)N8tec)E(8J!cTA!Cbm_KpbdoLl;i029`jF9~> z(v1qlmqi)_%3FinOQ{v9&wsnXlbCKAWN%ymFj)07z06FDi_|pHEKUuwMX+E1b(N89 z<|LNej1F|fUcZmA%R&FKsG4yi@J%tE<1vENkpSgoMc{nGs8wU{NZJtDwbN;3tJ1LU zYut(qVzrvmBh!>HVT$8TyX;%9b0_jQM0mW)K@m0HAm`2(znGv8vzQC+S}1I@UzkPXBD zPh^Kj#^GS@w{V##oo>)sH*58U>mSG2J7oXxOJoRr4mF>{?xhdQo|Nfs@Z`;cBKy6i zmv`pk+%PmcWQ*D+a2rhpEYVMG>=1Rd%UlarV2mZUzw+kheMTk{Zju=v9N9ySEJadn zl_HfUlZdOg^zX7wW#`<_e)r`{s|=O$zTcu$*S%WEcd6bTki!tl2J;%Rpe4`|+Fg4> zl~H{UB(!)Fr{K?rW78OFHr+NQ#O-dT5Rw0ld&yklbppzJy{PeWv9kYh->LO04~tKm zMfT1c_~mvDq0V`sTfyqX*+GqTUNznl<8Iy*$pH%&8Dn3z-)d-Kq7GLxed5JJ1F1&6 zeCUo+-T$iV0fWUFWe3JsP%jiTH-zcm5?-Hbu>HB%-{?L<5#y>HTBMA6Eg{EZXKX{6 z)(Qj=)l77FrgY^~4)wqc6}l3Yzy1<;Z$8%|W84Yjr^)>#LYmy}^t?k}F*=Wm<)D_}n(F zjCXbvs`q?l=XiKlbvXOT=wrcWtOdKX1^}yK008ZOt8A#LGD9K#hlt%Vh+tL_UcT1tMp8 z)8z7NV1^QedbJ*S)cT-g`PA_w#9nkHMqKHgc}M276BP2a5C&+9PS!h7kU5!!n!d_D z%lwCT=d*y^SDzl~iip%YOk+J>$O}BRRbstsO0I+&IZ4+)elvUj$9vONdlVM_y7T#s z@jDmhT1YK^y;kTl|3#_s2e(%e^7*%Zo4G)}w$UldPbPy0c%F;WYUclfRd~cNGRFNj zzWfV2T?qtGWxSY^|HtzWAHqfw0ab*xul|Ld8VK8-NVZ1VZl4=J+RPj(IWSEFC60Ek+r#<5W>%II5 zj{61$IhVc_1jV~5PaJ%aHr+_EpE}l)Rb|LlUvAaUkYEnH((oHuJZqpl3Y|(H)t^n+ zi;_6O(ay3xg*By!;j#p=zK60O)zvOI!iEIE;@oG^o3?iO7aY5a;0~WgvvRkcJyUOA ztdcCyjf~m+RtOvX7%(jH6PF7&GKYZ}wB~7dzn~DjwbfsDgnl|zeb;@O>v8?lA^#v- zfKg;*;s~}ZJVD(?$N_i^KHkvGWqKw{W11{ry9#au1zI&er}OMPAGJRi4!@SZfXuH) zPAJ2f@&wuofah$0aQ+`;cHzqj$S;Ujs2bMz0yBlEgMYV)tgq25W46WfV1@`jcnD_l-tV)riLExzBL3={KJvIQ%QbU z?YhQ*O-D(jm!SVNL~pj>s@U_=Z9$FoMAJxKQN5uM!RO!~()S7$LtC%f4?qdkEM-^; zEWTqfc5KZxOSlDUavN`G7urCU*)Hvg)(68iQCqihKObYqUqIQ6&o+k@!17smS%$$l z6}IIhyaf);+}O<^%PUkcoH!LE$8rGn)waifprbQHY!A=s$@J|m4YnelBS6YI zJOE=NAw_s5%mDoHArX~|8N-FN}g#+rybiR=|Ftm zt?pO1I$_I~Us$VxVPpEo5V{Z8M#+AO+F;}$RdNZ3vo+!JN9U;p=A!(gkFE7Y8o?VI z0>%wk*5l;`(;R)o#=dusU;w5mP^=#iR<7Uzd!tBT&OF?<8w~-MqA2}h#5Y?7g_>^64(v@Q(9@kIL_TSD6bOx$w-R^-qU()bg|nY(QvM{YD>1C$_%G-w%yz5c z;}x}Xt7DGgpm4FC)JoONVOH^ljg9H!J;%XZd3XDb@ zZl2<3SCndC0pMmW0B2@T5$Lgh!}JVp0aH^<(F3$A2JAhn@or=y%nc9V4D+~)FZ8qA z#LSsp28{WT#OWo82*W_10C>n@CRF)JLuL7c@2sNq4`7l7i4D(nc?^z-40SObw+@C- zCYJRk3HJav+2Xny_C?T-!qZJ{s9p!SeVw%dr`EG6E_4_LiQn6fA1epY?w^uS0C%9B z4YloaUxa=%m6#ibOKO4CZ?CYviP{BVp|>=U<)zuq?6o4iR4t9s0b<^BQ7U{)K${K#!D{o^| z`B)A;l@MI7?Bl+$0`e8_v>0%Nre6=i%a<-7`b41FFs4etKqC}uvp7sWOxi2-tZ zx5kYdvotbj`a+885ik@cU~f{1Y8gd}^K%h?FwZq@N|vjEqee3KD}9Dq^j}IWE%`kC z?cj`9Zn!UW-utlL<1*3T$jJh}%Nt9&X81G<*!9o9XlgeP<(i%P!u$x?;wkRW&z{Hi zH8Tmbo!lU!A3)>a(sIxJ!coExq&&YTUmzc09o9jv+^83@aHEhwTqcHZNX@5VCbm|* z<&c-1)i`46O=R>vP4AefO+Q&2r?qt^7;;+0k6C? zPh2AV&8M2sR{OvHamP98bzj^fyyy2XRFQ>svLNcLx8$x-aT=stBLHDZ^lt3``a%Em zL-j7e3k7qcISK#!mmvTBA_&k6EtBFOtPi4u75M*+H972tL0r8(W z4JjQOmb{jSJqcdS$4H7b#z*okyLMrz?nevkn63Oeu&Vqs+(IEraUXUmn+6o_PbeUf zU+Xz6%~DFZs@#C66r)HiU6pG?Kq8d3c?aCSZTGV!eB52xPBm|4+(pQwYFID}vAR-fu9KAlBI1-bJD|AcEAmtc`sUu$!Qmit87UT8GlcBDsjGx^N&~1@mUv?#f8D z@cBzu%|Lc3K@drZJ+af%r>pQ#mm}4QnXa+__|*T;jdIQFtS;vwAvTCO{HPuvCoI9` zT8j8H*B23Y2QnEWMqY6WA&uyxmGSe7ej@I>{UOR$)W)TXY)U?yl7!J*JuU}GO?oG9c5fakJn1UAm$PfnI1 zFf+sETU#_&QxTjQ5t{2ETuxg!dl%BmP#Avx-^|l8>zU#JLi3Povr#7?n09@+4IKP0 z@CzUqPPKA?py@hoBQjFKy-9~bG!vgU0Mm?Ms4>t1BiO_Kek;C(x-@ekZ(|x(vn ze|XWtnE&croDo6zL_yE2n}Uh7fNWxi>#A}0-UhOW%24cfCGs|EfPXyz*@` z@WK-yFkI4H+xFmNP|c*e#i2>L4JQ!pXu+kyDX5Z>dJCAda$r9JECTTW8@MC&A*~(%~FcYe!+T#6<`5QKIzZ7fr&a$AQI(n2SGE&3xq_q6EhSbS`PhzPH5A-^`zqG+aO| zeID>FZxMbL2_$4NBeK6Dg(HpmT9&7t8HiZDxi0;9SmgC%-bv)#?}z0!OHI@YC^F)5 zH$;o29ty)q|3!T9If9p*8!jz$CzD@aT#O;VHFOM*sc_T?c>89S9Z0cGcz+VmD;*!v zD{op2xE^fHpA+hyM<$KLJVr%4=aruYZu0B?jCxbd_Xs{oqLsn9_#L_rCLoCD3$^eH z0C^d5Kho<%&Ce2q7n%n<^Dz^C<0`3LVy3XbiD+~B z_M4Sid{WFFyUXT4Tff7LFw@ty)&L0rLqu#w+i81UNKg&@ZA#2z>oU!fFYDT>3ufKYt|Lx>j&M8)8dOG(`@+#Z1bu zqy-g1p^coV#7MIb~|PANr3g*?z{!CiPn_3%{dSzGw$-+AF(9i%sIzm8EZ z@x5l^+T^?n4YyCF956-3a%~oUK)YUMou$Zb(W!=J(e^dDzwv2=huqhJ#F`!0(ot|B$Pz%zIZZ}a(;7ZNDbb7*bUFf#Aj0d`yOw#bxqSuc<*z1 zZBoq8F7`1(q4a@6iS9Nj!n$$aiDVBnr)&!z@5xDtf}H1x4`Uo3rgvQ zNp-2;ZcQpo+&*aZ8Yn;Y6Z;7<7NX9w{?cWCFh>6%5$Q+Cn|-!oZC~#H`S`(!^D3}1 zvW@Eh{!13D*CZ=Oqw^&H@B9_m^7m8Ai;e+ZtnZCCEP4Ne<**q39kqW~1{`-5a`2q@ z0s{$Rd3CCLeA~PuwzMO=qttmxBlAQM$#>X-%geEvUoq&C?dG_>@m$56IAo3XsGin) z@kDmeHH+)0uAKT__0kYc49>g#zyZg}<4<~Scf*vf44tQlQ3jyREmsKLjEMs2_~G{ z1I)O6^GThL?z+J#a}}nD-5rpA6iz2G)dLP(v#Wk=686Njw`G!UqlV8Bh<+8l?^gC- z*mP`Hk$*osQYBUR%klm*L5a1Q&8-&K2Xz07*r_}&o$vOz8YQ}QSFgk@WTu@x{CJM; zcTug^FVGGKZDyN7{>c$R*zDWkXr4CrO5baL#GpM~Fi!o9^dC-^pZxo~ z0!tHOx<$IdQUO8#Gtg?F-eVVl^*Df*uUn!p`%cxS$PxSjqu|Ol#Utl(Hq3#ca1-Bq zQj_xvN!hh3VZK)X&eC9NMq_4BUxN;U)BMu-jU@Zdk@xt(+hN6~o|`7jMsWpR>ZLNy z#N=eBJt1LHzWaO&d_b`~HyH##fuQADk4z;T+%Ou#)PCr-S7#C_ z+`$*WFzo;P?%wMc^*aw%;3+Es|2Bez^rj6e;Aq*!Rs_3&&j)Z1WL>?IUMRhX~^+=Gq1**~#M4i`~5^ z4B)#r@S5=n-)mF~dPc;UA3b`D=y|;^TaspsDLz#izlZK?>g5@eDNdX~CNU)TkET!pRly$AWxR0oBuY{|>3i_}FXC@+?6+Xe8CVSx) z<#-B`d^g1J_bcfvi|{8XKf4sgJSEoBO_UqTdydT{>7I%YbrJng9FIn%+9}59MJiS( z;^gYCQ^R4BGPmXzRlwommV?2+4J6*KpTp2!y`^Y~1dMsfyGZm2zNq}*WXk95 zfXC4iVW&S@$*r+QB(ZH)@{Y6k+26lPQu$Vd_Ob=enDeMjhj*UcsYlQ1Y=2?aB3d^o zbTOF3$vM#r@yehyEEse=Parco7$W4|$f??;E(#G<2KZd@^6?Ne-L}TFG9nC7H zM=U^k-^UZ-DIjFlWN%k852k1n`1k4S<=?<Kj$X`Sc1A^!zngcj-+zaJu$U23P>+}sY`6lTS1{yoPb!8kpOib!$@#Z_ zFL|^4%=obSdfhXP-8{Ar)s?OTpJ>4{bXYlC{(ScdlIJqnbL!QFgPctoEE-gMLP`I8 zp?AJxh062+V(a_~<;td?K-klP*zOwGYg}s(ov6Csa;j{I86-4Yh~uiJUhl36_5-*% zu496b_&^lA(|x{eIsQQTI2sxG@DqYPhuv-FiMnR*f@Lb7m;VmMKumP4w#9nRqd+LFeCS$gq7*Jz)@OxSC{YNxJrg4rcu>#vJXC$O)_57q4!xg%6T97x_u)Y} zTqX#UiV8r#*FNq22gj<-ENJeDpf^WTxD})o216qT`XV`n@~Bl(ZGB_J2ZKyu`3aYd zC2vMp5LSOAw^RgV*BCH>(Gv^Wi1!PK#mX|<@!@%QQ2UR$GS>mZj(+I}nY9{tj2)@# z3i9m8v-E=2mx0JRi27;pF;rT*5;%Q8Z-pXg$rY%Dg=I+$BVk#MapQUI^FRLjRkIoJ zefsDiXcy$JRx$kOpd-=Xl3qLoqj+Zfm&lx2ZOhmNUp@lSjlbEI#HQL-#&;icDEtNj z-(SHl^=BqJ+VQ{(`y}y5;NW=kPyP zDE4+MufGyc`iB_iB~ijn@}6@Q4p+@*4|~OXgKzKQ#1xyhR;|1^%nTQoPrbb_lX~0e z!WybKdOCZlgB-yYMhb80YQaq`x}_QpM&I<_#8^#{~mVvaUe?8{DHJBxQlnjpAz zMcH*B5Cv=Pf+9hMta}f+kA6DGOmCy^hUnAPnc5<{cQe*EwEaUa84--+{@`}^92b{3 zI5K)b=P6!?pKfhL*ZI{lLfC&~#dX|vLG%e)a6>Mss5SEG+t$e_Hl;LdJTeRzlkJe1 zC?9%i9)!-xifrucI;m}skcuu<|5h$yO0U=`SF=>8{pxsO4}0XeOws!U=oM3-Hp)ON zs3?rJ&A?Emft?RmdZ{JVf+xI{C?w9R$ zd+m1H_I~a4em!50=l$_~8gXsW8R<{>6JQ=+0n)T8K9)x+Q;(K0|B<+O0Kty~x8?ie zgnvPW$4VPBN}yJW6wx1lwmk~1N-Abh@b~kCs3enke%Mjf0jYF7;BlM zN-Fa;cp1-?1Ar^#=&GNVQ~GSJWna(E%jmH67cI zB;jhbH&EE|wwHUEGkx4m1P#-l-$eqkZ|@{tioxK0;=aBVb@dN50&XFH`loi(Tst=W zrdNvNc~Z$(=d=6k5tvRdYDhC_yBDn}?olA5h-l77QZGuTKbQOTk;FD0E2}(sj|3i+ z03B`G2hcU8MM(kcNhTcm-f9V5JLkWhvFn#lCR=(><4-H15Mk0Ru~g=}ltJ|#@1jJu z7kMu(j8CU>USB?Yt-6$4Xr?+c*r*)=;^pcK)4(6`+6<#CE3M}qR0j@X${ai$)~tLP z2&ht>NSZ`Jti`s`p!Lf5#`wR8zC#a>eVS>J$a)zyN8xw7>c-?(zlsO0&F%K0gu#o; zOF40H?*4MZnu(?C6;?$Dr|UJi3))S$1_oM-?n}!s65I(fGe-DS&Ta1nGv6qh|15_fnsODSui*o{+mor)XIG4uv@D8lb}7ZR%lP9EyHo0+I{Epg}WiL zZqw&M>s`wg(lGDcuGGjrCh%EIx~hAXe~D-V>sow(IASms$Q;_*t8hWmymRa%_1 zVS$Ppd4p1jal=jkoi(r;2g0hq7X0xmq@?69Ea0%rwu{=F&X(0{=}p!Ohmy4CfPkow zX~-qDW<3i9xaw)wv&fyKF_{TOJD#zyXP@2@f4#vH^32sr&?o#XI9^5s&J7rZ;}f{` zeJfy<#i1(5dPHA`dT_-0oMCq&YMgvmecjC#%+X14eH>`5LVpgn+&|(vht5yPvMYdz z6fw?rJlHSuT9iKN_$s)Yd*K4`OuV)pHk@C+6eLS?LSK0UO{QQvbLqIZ!80nA=Ox$7;OMW{{6%Q$LMf4MId=myQ z&PizTDcfOe9#PRLTGGB5l}(%zuD63#D{3PAZOe=fKBLVy597*OC^Ah)?& zH#;(v?m-VCZFQ)YsrM4w^gjW$`O$j<->1oy3x7-UozmcHERafsF00Wy0Bv~D$qc4t z$;_~$*)naps|->WPa%r!P@rsf%0mB`#EoE} zpGGf`EQ(7GYHM=k(b~RmoiIX6(Iq2X!wLvCE(&kRG}%vYb1Jk@r=S)TW!)Y|#v_u3`j`Z%X#wfOuv> z%oL90OUyY=(*V@vcM0#_M!VJog8O-l3sKPAJr|vYHmiO65#UmDtG3{yzAt$_liS2Z!^ zPv2<)2$o~Rvj7Mj6IB(5vonaP= zA0Z9%%P8ExA)WRYsi;k5Mo9yL@=0}GqsU0-eubb)U~)Z}7e zsp+?pIzcrgew+0jv#c>S&j)%?1vKWkX8e%dI&4j~ZsO&1ZJMrunmP7&;x=)R@8Q`k zZ7xMa?92qn8;xn|`T2L!hQ{Pb`!uILf-d)2L~;c4caJ!HclvlmZkkwd!Ku?8{gOVx z^2QNqmTzDmf=XwHd~pISV5?lbLuwYUK3}AvYT1j@pxa~be5M%lvKlk7oF0JW-G=8+ zY{Yuu$H-+V*W!NpWN+F#am!|{w6{#@_rbUf4)TsORd6^B@3lAWLG{d)t+o>YR76$ne6-i|w zy1K%}Vumy~Fe`{3F@;?&(#Gtq33Tb#H(V-=@!4K8jZvjPHXB)^NGtoP5xY|IrCTDs zKR+?MhMJO0;@AHQNh&F63`vD+vM_X&I~1h;qV4*>*mmmn`onY$$zlf_u{Vj}kFZgh z#?X(TFTZdi5JKxsX$f8FyG8od{dR#hF3Nqf* zwERwE$8C9s{DFqMLuqApo(yt= zJ<;rebZW3$!e-a@+jSovZk5LS5r|Pq8eup(ryQasU3l8Zw(N~lZeaH1ZDqGU1v31z zTQ5MBF2*hEa1jm1T;tcxyGQ$+)I)j1>B~$WTkaW(Eq<7V^W?`=Hfmr|jHSola?!-L zquv7k@?b1MAUauibv3&o)*Su2%4m;#2HAnkkDtDmS@BEO*s6)mhpikO*sV^Y4Cj63 z*jSKLX3g$kb29f5Sdt@Ga0&+K=EdvEUeErO)E*cf!VK|t#v1ITBPYN~@R|RH^7VIA zYw$!Ov7bpi(f?ErsjCQW*hQ>o&LtT~r<$uG)WivA{4pa_R=JT5n8B%^Em{^E)dWFD zw0w@$tQWc|CpJ;-?(AV5Uax6hZ=p}V3ejes#4kr^llM=h>E*z}GgK98no^SWf>Zlv z1W>ZnrgXdvi|8VCyJ;FA3~MnYU)TQr)c$LBJ{1fI&L=jZ)qF>ngGpqVQdNT+i{4bh zfR%@e9gK@8U+K%PLo?^_rZ2|c7-Mf=NHp226Bn+tAXZZeV^3kL&7BeDXLO&Z;5vp|bo5pyuXMmEtvw~lQ=DkgR4e?NcUH|Ie#;CPXo&$V4u=^>f z-Q@@=ArwoZ?xL{a_$@}=y@8=Z_n2@osiTU09qwt${|jGT6FNB?=9A-NX|a~8Cs&{I zH1m4|M=DtJ2E70ZrX&UY2kW$BZ%+TyOR*kk4G$Z0DO-(Ik>e@Wl@6*7nno}u%nklY3G5_sL{VOF z9>qf|o`{am1!^ty@e_q)z-z8!H`o$hJbUK2`(qa7wX*A87R5YjmB=p#3cIKmf$b;R}f6W$<54NZ0Pp3#FbF6AC2}<8fG=QXPI@;6Ms${eGWGL zatb<&B(@##_Ehc7a&L%ZFWp>NJFAJUK2hX_7Tr0%Q8|gNF>WU8%z^BUK=M?4$z@_o zwOmf-QLM1$ouOIrRHk^!$#7YcbD17lIcN)Hqh6@oO4PMUvWAp4#lvG^HOxU5xxP%x z@7iu6S<#S}FeIkZrN)Gm@Jntz4=$*|SXG-35U)n5`IOpbSohjyIB;zI1(?39j}4wk78cBih4%Q^PZtM_ z+&uXke^4C7UU@o%`|;H1*YdQHm`O-Y|kpAP)B*ejm1x+X)lk(EBbiy6PnJW zoIO1ZP9afzQg)3i`?sml!(TP>6U%qh1rE6EJEKACW}20guwx7kYHSc0o^QnJ8{(^& z=^fvD?jIfavg%uV^DTN3uZ`8o;nDH&3Cdc6or*C5m3Fw2BI{p?Pt<$}qOZ0K9lLmY zaKI(qyft4EEn%VC$i#y^3B_&Q!u~5^;OPKvb*5*478Q2`71kT4GVm=A(ez1}^98nW zZ+@cn%yZ=(ZlB>k;qAKzKMoW`F6Fcq|78E!qO8&Oc<=Pb9F&q!@VXzZ?gozDh4g9n zE|~D(t2S|@#$e~ULQdA~zWG49XXGd!o6?%f*(H5LwR_UGNaIHTowA_%()$qMa7=DN zTg=8`RT{K>9U;8NOw5p{Pti*# zbT4;JjgD@=-?hyoIlB8y5Z6TTdi|xA_&fcLM0 z$0SB8?rVSOw4d}tmc&^fsIeo-5|4Z``f=p{ zf6D(cD~BvQ%VcR?`s0`%uNjy$Z8e&jw3DmDSD ncK20}g4aKkEY_EEkXwP&T_M}(Jm1y13Ox3^csSD>eUttR2WoKY literal 0 HcmV?d00001 diff --git a/docs/source/_static/tools_wrong_answer.png b/docs/source/_static/tools_wrong_answer.png new file mode 100644 index 0000000000000000000000000000000000000000..25372aab14b1d969bc10eb6097e3a22b0c3f363e GIT binary patch literal 97554 zcmZr&1z40@*TtkoB$bqqF6mZKkS>84Qb0;dnjw`A0qO3RknWNJK@gCx0i?TQX#T_f zZtBki&kXbSiM`ieYn=&Dl$XTDcz}U|f`Tpe;+ZlE%8gJIlz359tc{N8b=4Wh5tu!U*1@p>SXcu>JStmCjs!*!q85S(#gWy(pJDpnCg!`1i<^NkJ+dw|JcROOqdEH zr${MoWn)Om!^+OeP9=gtNl7VW^V`I*F@hlBrwsZ8wb-U_g>IXXJBI&!jF*%-5N z@bmMtu|H;e{Fnvo!D0)uw9|89v9zWB-%0*D&oe_?0~^z~cBWRAlvn4~)3>s>6Q-iN zy3pT0|GQ5^C)0nfWNG{7V}S=`yV}CW!OG6|_qoBLLRX&(D4IGMnnRzNT7c#O*AU_5 z<`ep3|KGO!bH#rh3Hj$peh!X*ANj8>zaFV-YiJ{GWdSZ}C-P6v{CV)dH~x8`5Zl$0 z|Eneb*UW!>3ffr&Lx}C~J`=&e@D2?%->_yn7=IKXPi?*;nwi2U<{ZIG!VfdaG*8OYJJ;|f6YfA{Mz4X#P697BkdiJijDXHWk7+l=?NGovYY)w=oJ zHHYOizws203+NE#{O^0FlH-|#M^#R{pLT0hSz6e3bH~{77|bJi=5iD)zEgWhvuJG?Zd_EaJJ}aOLCfe&FmWwjYMJ zpA-&HJQB4}lXJWL0xcbX9fw_bOqc^{Ly#H4vPq~YumAE}hI%bWs3(?#nw!_Bq-lJ* zYTbg<{c`Go{i$N5q1JN zLkYW4HT2DjItu54_Im{;@Bgwura}FO>^x`O^;b2%ZD%rAjCHru_tarTHdTzb> z22S~nJABQob?cAKhCZp%I&xd@^ayT^etam-c&lPSUJyF>HHu)?>yAJNYt8(vZr>p_+3OMfe6ZY?v3#)hxv6s6<8sm$heBsw(G?;|=W%`z zBYa}Q#kZ{seI54Pd`MM2$tT!DM^m!X7^x;#%MXS@ZI&3wYDslj&lXfAXjfG#<9zP`Z4 zT-okmNL_u`7PP~dKQ1++b?$uX9oDa*6jn?Du!>6P$+5)<%-WxbV zA9Gtzm$1aJ9&mN&uG0T&)ZeB4;k~x1(WS4awstRQ;^K5mmjO#)a((#$QKa8evP%!4 z*4w9WF}_}*z1E~ix5+9i-3iOO4aQ>w@ifqD?IM?Fwi6~9!GXPx?oMtlcz8y!6TA(rWn%M?& z+QX_>^s>HeIK4i#oYWCvttuD2=NDeG)p%OFN9Ks=Q-c~32rebsu7mEXie}Lqf0JLh zn5^x((< z6)YvK_bl0ehKgPkvo#*IsA*Y0Hyg;7dlUaALnJJENL_dGJj@7RSGS1)&h)vyKWeO# z>9bbe)R#L!E>)J3<}un1C6yKvwRY1E6Bd?~X}V4BQL9utkxW>gug(!JTMbDghB4Ze zx%6~HpX)YjyND5#-A6TGmQHfp|6I-pbvS;4o^_}3Y`3dNETApw1nq|RHLBYh@!V#M zonBwkuz5zC8SDp*i|&7fI~Kw!~Y4)&55$j zQ1St0%FCO?kr`pslC@2J8IpB0KduF9-YmYG>@aR>Sv%{Ej<^0%{7zoje7ar3>1N&L z)_{Vjy`B!Z$l+@K=h~1%JO!Z{W=SDp?l+M;Br$v4yeS8(LtXa!O0%D+>3QkBWNDxA z_18$i(D+GRx4+1jXjwHJtPiRv*snZ)UkB!5k|=&VCR_avhBSH>sewmHaK;M~0lVDO z`$V(eco^w1VA@P7Rx4F1dB;GF?k`18UoS*Y`%rA74T68$O2c5B@Zl(&;RAgz7+g6@ z9xvcf<0L~F)|yP)gy`(?PYTfE=V_89lJCWFU1ofU0(+G1@lKd?@}f1{Dc)S5$iiG$ zT}-elYOP-``GCiKf+M{DajxUEt-1RviPgH;i%+_;DvLQTiduqp%dfD?6_HAJq=@VZ zF!?(L7J9I*-6mFyzW?l1>W$~s#=Xf!@}%~IN{4-t6gBT}?UsW8DM*WlDdL4aM6ilJ zpnguF_L`=!$a|;ZXg27ptPg^W$|DS04ul5VEk>7hJ>>v~E1dgJM)tyz{ca?^tTW7>~2 zBW&`EH!b?5-8>Vc*u02Wqya7|Zina@w!`ECtp&m2iqYimM|yQXJuwj{LXj)#IDO!0&smvMl#Uh&^>J~E|7KX}2;?7WRH6W8!kv6#Hb@oV)WdUJYv zNDb7?U#wM_*+4G7dZen8K~v9%K&v5plhnEu*HY2j*^gE<&z*z#i&dk3+PttqbEfG) zc8@2q!p$4E>GwLo0Nm*GEX^U!9YKSk=lF6qKNSvW((SP(xZpS^dfpe5;-09cUcBqu z!li?6c%iu7bi7CsgZvTP^Zakz@k*ZRW1bM<1*s{4oMwE5iAwyp{X8{dq-ME9sk2HQ z&)91`V-6;Qhhz$oJOyviNa6=uHD0s?C}?KchA!aftr}Ti4v5Bu2Sj~nI=W3`*MggZ z3?UN~@VWl{fecL`wHV!`LQY}8K`bOL_EDfss3BWR}G6huCwn(kd21IqXwM{KGapp6T^*C!~R&tswikOY||a zs1hamsopCo5bQCO>`$KdIBoc}hmk7s)-(4|qs?2(_7CzCo#@TjWSg=PaWi-2!;mCO zY46fsJy!JO4nKP=mv}mayDD|WS|&oMcb6uwsC5p5ms4NS)4u86KM*N40=?Qa-xP&$ zQKR{huzR%JrA_wZ@I}k7#ZP%w8V&F~I;p!A?6kG}2gN?I$38JFE@8adtLWj{io4flY#5(ulv1%oWz&a5&yI zicN(1mj57)bqxv4(n zC_)s!QO@zF%XjCH8^h80s8i4YL%pdOK30PKMweo@g?Id0{@1$PrN7%RIDU zLa$zP`C6O-z{^!cG=%^IDtAKAwxif;->6MCsldVVuB+HlikoM;wNRba8ko zIpMAFdPRoM@eT(uK> z(Wd2g+aC$iL%C^XliHm9Rry(^45c3^mb%t%Cm5g866*7$=o_n@JwAdDzWF>K!Pe4^ zrzVu7TGR81iGG+K*~LTW_J3H*MJdx#d5R?~iSCzJ;(AO-T1_ ziyP18E8*eYE;b5}0<(Wk_Gcyap5Gf38rFC8QqBLF4}VRJNXnn!TERLr{{ZU0OQ(+# z%@(nHUr;Hkr_E$+U#cKSv>hkoF{Ed%z{!&aDt7Zx_A7MWARTeDB4FRqF zD8MX^oLdzc*%DHVNj>}RiXzuV&$hilXV?!HKsn7OYb%29b7qH2MzdW_drL;MP;y~& zkok-D5xOr=k|Z}OS4)=vT^sz-#n>q*GI$g&>l`s*3@X|91nmHLYqW=uO}ZhDxIcm# zF3RovU?lGTNPN4jkn`_{hoWH2m75MQ(zl#lh|857h1%P`F$FX1rT9kG3*alMb*4nM;1H@$CdoL`A1c7`iKpkJXRK2-F`+Rw$Y`8!{gZ~-6H`_fLph7hHsk z-R179?z!goH-h4xE*UHhxu2ihSCeqx<3LcNF4%1U{8IV#ff@dJs{$CKnNoNO0`_mt z;_ApBzxF4<@R==J>`owB>L#>WefIl(P2K&u#6Ju*CUZF)GY&G<7f+;1aV>QsOHNfR zs$KmwQwZ(hWC{ITzZ-~6%>If{0X#s>0K^!U`u`9N2cAz-MBL1mf20i;YVv|AC|LON zY>&qhQLR6IRdKCNHPpH7v=I%L8TZZ_2|PzF!OIcKE`*VaxH^45{w{;xNs|?xbGlKL zvU4NiU#R1+xZ)9lLbAACF{0CU^9&@SLx9g~&D`S+5-cjMMf>{l)jy{v6o6A2@zW#6 zPPdxa7D}{Ceh+08vadi6t+>kEZT*!NnmK&Ycv&jseF70Y-EkZS68w7nRjNBG4m7)e zN2b5uC=$LmjD~(a%KucIvIIl!ViD!KJj@(XZLO~cpLUeBOZ^w;@YnTiZvs;3O+*5JdO?)buVE$RfF1orsL-Ex^sg8)Xmx!vM}U!$@t#Uep9INRxD2bQX{R9qZ^mwIn8jUl~SMSd0~r3)n(I(v818^Ar0kXgGxZ?BdrD^yH?I6?in+gh~MyW9^z>XVf*^ z4jD>Ycw+tgj-=nt+Pp6JWI)Y$Ygcvi*BPBEf!47Lp(ZBq|MjTvQy^G(6n*-A2wlT{ zLH#qb9ZcXX;gR10H5g~?IYK;d=I^vT{C`qFz|F*A2tEEiiq-62uLxTC$&+Zwp&P&U z$=&ziH{*ZmfBkTumTZ^^HG)o|GELlX{BzUAn}HmK6k4eH#Xz14-P(9XKDX7BYxGj> z?^jk70sUIKSn`nmW7GLz!c~wAkk058z*yLxfhXD2%!kWdh0$|rvfo?&(~D+?P;9+! zYK$2`k3|S3(1+=|?)a2Mm@oAt*`7v-|9-d;I#vkS+0XLDA)#=d8WI4jp!qyKg%U+LMwVF8=#nHxy6UWT!Z^pQvBbf&*i>;paVMtG>r;pZ_g+5z_Q&=rinnNqS%^B z4yMFGv^PJ$=z5$R0%og5c&8Qb5O6d%#IyL)Al3U8S#K6En4*{~golp{9)&pp7vakh+*A8|0yJe&@%q89vlz!UKxo`q` zL}61hpLM!i+~cxK~%>=(~vs&DZ11H*~w(5I*dz=csW1~)U!9mDQVe9DjliZ<`58HJirk-Lv`mJcEJM9#c z3Qn$oddM4hQRCa$F1fo2Dvrwa(k_jysRoOTV4hOI%JKVb0_Kq;a(GBhvl}YJVE6ip z#3E3Gd^tgG>F&cdWJYJND$hK-5ZY1~*+aq z_9n$;lixUXmUlxFu>OEfEF9pS^0;(6Jzh#ls$EMP!O>eXwOy3K-fk;J3CtN zApQiwkgOiU%@NXPG4uEI2~C-K@=e2O#wUpiiZ`G#?Yzd~vXT|EzCWN)1xUYELTx*x zQ$Wv7hJ0>?Eyfv-gEGt#zXz}U)e~4GM5o(T3I!;^AcmEQr-k&JE)Af9n zJ>!KVVuD22Dp)_70qG7rVkVj8Mbmp|O^9CmEs4{znnF6TYOj zy0KSY*jQ$?yMTWj19bcbh3YY6izQT6QZ9n6>8zi@PWC{{yreBrnHywiI)Ppcy3O}3 zPgxs}^y|QQOH!m@=R(99XAd7-`_u!K^zFOC@_uRGvHNSZE%<7`gpnubbj=?+ zo_gJ`X}ky#+=L(?138I#1!=9H;l_yu^ZGR;(Gqs}Ta79?@;%kQLpy-psQ|h6(PqWE zS&q=~5_hP{wCUrm`aOYeQce~^p~YKl)jvH0ddgY?T%Jfhgzo z4)pZ5pLABgVtIC^wQ#g|#2qazfo|DwpoaACyUm9GcouVdS~Bf*yV~wRh9r)MrsRKP zog!5=^&KH8NHXFFt0YvCKGhv$}XZRFq{{Vfk=#ier(v!mJ#rtlw^n95B6@i5i#P?hwOPOeGpcKX!y0ByEwu^Ela2|6x}AdP~{Tx z5~Tz~OM~uq8u;BI({g{ml;h@$qPQ<@x}N6pGrjtFGQfZCrx%WcG@}_MxPns^gSh_vR?v zyCQH|4?>Q6a-wr3AqB<3$!%veDP>ONnZZJwi8{v0)As!D4o!AHo--r!Sq_C7x0c@c8*2 z72!~Ox?ZM`=TV4)vwc&cGDv<_YZip7~*@%9g^`8J0+{B5*qh$~QlDZI{HnEv}_fV+sDwEn~ zME;VP-#?)InO!*SxDe)AD#wC>r=q%tAzHoSDBr!7lRfDMf;=}_X3MY8>b(FRsAw0* zhDW$VAL8Oa?wSn?GzrxjKQn}Q5U;eY) zd0`}iGia7rIe}fzbJG2EkS z79%zn6n}lxXQ_Hudn+sF$R!v7?BLO#G3Y{{2H1YZq%)(}Z>aYFriTB1llm1s^WtUu z&o5pUK!%H=5}NzKXyErzcIlBH8X0)nE^94EDfS^nAt@6fo2ujdV@mC&oHmb!bDeA4Uue<}`9Ny;HW zP$+%Ufj+K)x$~C3rnLF1YWN40DO#cNVV79XeJ!Ig0TCo&L1&6&XeWX9&i{kTa|OXD zcx^mX%?uQ-9nC|aJoebInL4j2%dl_<2~Pf5mHi8^nN;6ISmw(rC5gB>XK4X~0S*w7 z@f8x9GOij@?oSg(l~ERwIUcb6y*W-~DDAtcRiHquYcEySQBu;oO7qr{zqiJB5rFPv zEBWt$Nya-Z<}mst8fp~Rx>U>X+erFRjQ(1K+-+D*2WBX^5UFwnxXP{+wP+n@)3u@e7>nu| z-(kQQAPXw-+r`q@yPRc*jcukeJK2yx!+hNVpEA z=k3pCW;*U&EJ7?Q8jJ9k)VOCi-U}ViN7zTFeDOk^0C5tsRCAUy%M#UhRj7)bZNrs& zK-lOxeITJcgbd)J7rEPB_t;^5l>KNHHe8mT5gDPb>o)W?m?UPm+;D6L7hZYZxdbi6T!zm;Bi*t=IX<(%KI z!wNflIU<*Lrp|lj(c-Zh-|nQZQSru*si4@?0?6x?0P9U8yKI`0Sd@pc)UB5SHmR(7 z??K%KPz=qF7h>2LKVCTjCO-Q4!n=UjYpJef?X#9iX7}Uig+mcFM&DJWTt0k{O3u!x zq4SXRvw6QBGcOBlE}+f@;I9pE?ttl{zBM3Pjsx^%1?(a+B@s4)d7%gREj7d;f=zb8ia?YP+)yXkqn)+y{+J6jmx-l@cvcdXAxC=}sq50^>bxpcub?p`!>T_^FxBH{Vo zU@VoCGA`{=V;CD9Vl$v)sr|w>B{CUsU!z$uI&VnBRvSll9MZF=Qk=%;?0GNhd5ZEM z7(=XPU3W9fw0!CDuHLUC6rr}S+KD}^^FF0#5i@n%KV zEA$6CuPe&*_-Hw!;9mevdIfks@jEf!I-Y+GR`F(G_UALEqBZ!LU1+<)-`4$r(?A!A3~U=UR+g1mmZ0-F_-_QWJiq;WosI zU?DPt5Ald*?&=6lWtQK4lp!I)A`-H_41bD?J!##;c`=F|!vLr6O_Pmff5@SbHA{ol zf>Rju)>Bk)I~mkA(ffkQ)|Gl1uCbXh#c(oL*y5Ips1_c1J6HCUg;1fMlWRds7=KH~ z&SL0Zwp_wEs3qoaKXG;9%JsNBuWGWBOd-F`%BOH|GlH-+XR;16#X5A2T{}&%lLa4f zk9=W9Fjz<-->+IOe_)}NB>TN>OBRBU%A26njyJ~8!hP+S;`_iq5w&GA=0)-?hC&fJQklD4&z-!&&saUQ*w_p>x?Alr6flLWn@*O zq43@X+~9#3LQy>;8n2mV#a#$d+z1<6H2z?jy0&AD|S5HdaY3tO%VUDUO3Vv+uNQ0t1c1djD>8G!KH#dT(bpkq>Ug zIs!Wl(VJL;?@Q`7opI0jZpAijg%WAog{hEVMM@+K3_uzSz>kKk0l=VTt`3+F%_W}; z<%vp*q_B3sFb7#Pg|`%qwrQ6I^)N^JeLY>D(~E{}!-dHc0dgy2STcSHl88-{;*LwZXCz(O%p$OSj(ca>;FP z*J%)29FI|*-J&<5p51=3Vgb26)_1TFqw7#C@qt+HgT^a@1J5?A!ir%VLYb{lr6^T3 zXxkN!s%crX@Zk<(MAyRth~(8*Rd*#2{MA3vc-zkg(2a}Z2+w<7*{rll6U<8kEb2BY z%c_M}G9$G3yq6?3w__s-b(*yu#@dD<2G}u#(|LBdAV>kPmDULk-%k|d8p`hZ`)Th} zaWyO|hSotLUIN&T?;*m65af5i;K#wU8&T38qD=A>Jl1*~daY(h+cQOJBHPV3u$kBs z0dC?Yin)ww9Twe_?3YcBJCr3}E38UB2es}dhn^p`VI-1B*HzC{7S29rx^Q2X9yMj; z{BWYzK9ivf*tVuN>-Xd*%sw}0v9rI%4|IH|)Bu#vI%gYT&Lb3@hBV>`uCr^}52=#v z0U~0YF3qVPSQ<8J*NSXMWDoSp7^Y#DBTW~EDXzOxJNK=_EnD`n2~DZVJ1s(m59vd4 zZLC1qgf2jf_OH zyCtgVUhbt_LQW4ifCh+%q3;tK5Du%(+B)$d)%XI}d0Hn}siaF^A|g zH#{reDXm7SX?!bw`$$UJErTqpu@CnlsRR<8H#p8J1Go=e+T-usm{CSG@ra9S;o2y6 z%ib8(4`M<1^IOl5O9fHOy71dSWQMN}`mk?QC=rFP%EvBkCtBgOgk4j~{Iq4SEI2bw zp<4vuGRdz3MNJ(TIFnTo3k3feNC>P$DhG54D;-@+Z;L2$1iP}k~%Zknk-3C zDSPe}ZE0u8-9a$B-$lM5`T>2Bf0;3v*86d2>g$?$GEXIhPgOX8QTHL^M=`EX%4;4< zi}^H4w9KS79S?h~_Bj}yNz1;U17sr93BY)aFsh%)&#_(f!k!Z{Jfj#CdwC5r3|4!W z;n61aX4&=?zhm1HB;voB=yHLWM7wy70eu)Rq2#Y4OJq5iXQQxHJr~l_PT@gXod}cW z6A39OC-pen@mcm^c!vGt;p!PtI*!dlXDKEhz_?A<@JTVxs|UoF6_=ViE|&KNB0Au^o9hknXii!&E3qYW?it8)D2pw3iPb zWLd-f@yV8woR0Udx985h#oEEM$G}jc8y(8K@~rV^xKg$KND>A7Dy#X{Gz9}PSI;KK zI2o2bhsHU@bSA0xL#*7g`mX&;ts^DWuRD|}N~jYxGcOu~MTmWDdxb}Qe02N2xX~y# zYb7m_Zf5ec?g(f{IlLN-qe~%U~Y!j{_L%J8u!c#jW&fJ z75!3dSjbnMD}F^wV%S#QBbT}_{`E-m^Nc+o6Pm#V!PQr)7##VHeU&@Ok{RQhFD7EX zey>s*v~Bexu`kea3l_leF+s_7qTuC4ycK_MBkr_yCKyfVXL~g5u`qZ`*LSE8Q$&F# zjc3)fR~O=V)^HS78Nd@stvrbon36w2w#P78;4LVSd`A*RM{;iwhUXN`uol!oH*Q)s zC=Qp~@5`mr;;~K-%FP2|n(gd#`qE(~AbY3wnKzpXj703Cy4z;!X=?Zmn}w^jiPJH>@+5E=8k_= z)K2x8eWIp@V8oK!!9hnAPU};5r>%kUYpYxfu49HVH5b=5AX-P+D#;g6AuChUy)BzW zO`)?RUfx0vyw4P{#_mRKs-F4{bhk(2N{xDr6keAm@9LjS2Z*3BFX!*D1mlm1aUJQb zbN=L!n%zL3HrSPK3bSIIzNS09Hy_;i*mS0D?)=oTwTWmDeKysSdhqiLezsxLO+%ju zwaN?OklX&GnEkl-X|zb5CIv-0c(Ok8>L}XW?(wz|2Lm0_) zQ93?R+_Pw506&YdmG|&!dZelBEE608Ykx+|oUd300e=zkL~R zUdECXZQ%YSOUMvU$Su7|KK!-b^B{uj8HFM*Mps7+MGZ57gtA8L<##l#m*`2zWm*S- zQ@;B2aeFJNW(P?`A+$Le`$`NX9my}Kn?Ui95oVOk$%6L{k8a@MixCjp7th%BJC-R1 zM9XN{G$oYo7d|K6FpOk&mMZgS$lDALPr?2 zY_P!W%YJx|Td`;NLq(VpRW?$YP>Fg~Vm+?Zi`}NjZtNBzq#5c*e9L&_rak2w`b3g~ z$O2>dZlHPPm{F04Z78nhDyxTgFgI}%q^dNNapz>agTzd{1Vef2g@RUTCv~B`gqNtL z7t=7h1cvEq@7e1ilGS92ume;5eS9V_569y4(+Yps)D4O|?Lsh|$y3`^i9yO!8THfCg%=o&moL7d1cgC9z1(_t;uGMcdwqG0Wyyf%APA|dVp<)SB8?_Q}g`Bts*ih zgGyihQ{=zd+$umq_{A`Fl4}V=sq>RkwXuAh+wg_Ft?o}h^4@=j5ha6TAy|fCLX;=& zO4k)tZe=P&%Iw|u%CF3qboN5jD|&z4c!=e0mVgWs;*<+>Iu^-nXo3ob zk4sai4|C)teLHPb4s|`f`!#I%&QD)q=DP*jESi;eOIa5_Fc}#V6^?=GHaK!xYjbI3 z`sKnzB68xo`1qHa#rUrDr&`GK4Pctpyp%ni0t)wtLz&7NpL zrepJsR$KSom@Znhl+zEQZe64@$eg+8z)XgVVya(;@exXA0Gwh8iyFpJp861;ve zFNVo7KTP^8!&2T9O_0kjzTwEW_tqua!9(+(^|LE`Un1|O@MOni4&9=_k)%*}(qYuu zy1ZhD2inua)Oe#3dc4)m8%R>fJvIg~MhXN1Tm*=)l#5qnm33SN+(u_OzPa@`{7~TE z(n+rO(>t{l`Iy$<+TPbR2kouD6q3}Xb31Rwp?JNj1c`C27m@Adw8Im9jA6#dt(i9 zGKW<*606rzs;5|bv0+0aa+>=GcAx_15g2)KcFxj9Z6yLf;#YWMT)j2W3gdSpMi^Jz z5L!aE#7!-srdG$$?$py}1)HY7NYqrW)=P-b@tA9JTyRa0si5=zwo7*V&S-A9Xe57j zV`+h}(B6kH#;XrhQdd$+5&lc0U8>}6P`G#Fowc>yMV1T8oQfeVfA&~GU{tAYbg8#s zAdpucOaJ+GK%U$cB7%eHqRyJ4rSR=FNETQ)pEo6f=&r>ycLQA3W0rR~JOWKIrby{^ zNi6fw88V<2I_VKpy^)9MLH~y9(NyP)oVc1VPeL3+W>?bQS$9eLhGOq!pD$ws(nMo4 ziLh+Om@SrZDkKm^@h|tiR7742sLOf_$BjI)_2~A$ZTs#14h==Y^!Baw$s_8FU?GG3 zFd`Umh#*7ng?^}3Dnp_rEsoAP2ul-K)N zhWF%QmaCVOG5@3sEhhnm#i~bt%jrjZW!DSxKwH9uIR+c2W9$N5hDrL@;scJ-cx)fAsmRqfrMV1nQA%`aA!M0ONF&)SK5Y>dt2CyRES_6`pGcnXCUJvK`=y79Q7}q5IgTdgK~oYwm5J8_>A}8L?b>NA&^n@I&Aa^bB#rH-l2x0vH&Y3!JmpAQBAqKW5U( zzIEKcMMBhKIZ~8#O5b;195)puoUlfvWX$ds6GnI>;if@F8gA;W5!%qq` zoM?=*ANTjLJssg;XRzDM-)SklF*!x}fFRpVK(`60|Img-8&y3ZurG4KTsaji`dI&& zK?iDBnC7h5(Yaza`4=yjGyzt!7LemXh_A6W8}j45>9d1*EsQ| zBwWtK4t{74^V@s*2AF!IsdOG~54-?nu8EaLw^vX^(vlDp1O z^COO}(|EPe{_$%RIIzqnuLIh|FJEj^EIsz!&p22tOcC`>nbZdlt)@A8tN06aVdHqW zcNEj}=B8%9x-9vm)TV!K=k%t&(K)CvuIIf)DGDQu0l@iUcRrZ!cyU{@$vdx1uWqpm zGl;rZN%~maX|W0SYIGN3(#%lINUWJn;_LQ%iPd#b1<_O|=BXT^{sDj^RdQa)Bs;wS zqH47Cqjyg58-*7=Y(ld?ayV2WA5&y{fi&anWpQ)myj_OPbvawiY7b@N=aTuzC@xvd z=vrlIF84U)IBpyY-WRS9o)gE2=0v=hi^pe+rgKPuGk){O%g}n+ST8opb!W%!b=!U4 z;JN}=UrYX8{VrRHOp`%k3u@6BzvLw}LZT*l>&2wFOBs&foT!lNN$5J2nY;R2VM-%> zB>L2>$vJNOEp|iu{HC6A_q?36sxw?$zVdHAQb_u$knA*opegwf_Y##UeNj>i|LjQ!a`$eZZo`yf$oeh%Jl5M*^@E;9}06H{9;-KHoxks9M(rb zx8BwqGx|XvIHrh9*^j?-N{A+CU)LfMBI>+pnDV}^e2dmlW`e+Y3BKK4zW{>Z_RQB% z*s6x|WL81hsKI zRGA`)Kk5!kPqBH~LDV2IDKyrWQkG{81<0YgZvxpBH=ypjA~G_X52^~@ zmYwkGol|}gnl_?PpDJgk4s=c!RNvS0Y2Th~dEEOXJLULZ?OfvilBvSm1Ujql%Ci&k zOXrl|xxQi06`BvU%!-&QtU4MUOS!}V;(f|y-&!?CyJKML#Hq!(xk1_f%W0Ru$@{L` zC5s$P)C)oxVmS=AU^>z|zRDDJHaf8d#mmG;ft#TV^V}@!<)=Hvd$oHPrK7XAS*PB_ zN2g@osYI^LNeO%%SS5%o-|bYc-d2&n|0pZx6Ow+9>-G-&0I~1p?w~1RDS)?I?p~J@ z?1(FC64@IO0$Y^}7xiE(%z(&i^zUxYbqE+mshr)9ZYswSvZg7K4@xLyQ@vPN%qKN6 zMYuT+tiset%WSo`wPJ@nD}>~%Teb6S4)hjSrt4>p-_ErQ*|X$r8b#R)g%qrn1DGFi z60yj`t-o{v>(A)O_OgBM%Pzc#bsT=C4?N;dCj$s;QH81S51dfF zY~d~py6?L2mq+J9rlF^QxActqpDjI`C_Qv*i>;TV)AsrM0|}Fs3Kl3u>v)Lf%%67X zCvJ4j^gKzpQs-3f4g%zL>*pW|d95emLjgt7h)=qzX~S>NbL&Yg$A;`W&C*$&x-v8~ zRbqnmL@`D=T7+3R%?!WRe%ncH zYeM^vX8X5_3+(X>q1<`F+0Qdif8UH9^DeU8SJOed=2vs#;C&#yFHZ6o^eAWf|LUTA za&wgcY~D?v{l$Uwhpv0&mXxftN=jM)+IW@Yv|H6{La-Kc-CZRw6E5JONV1}jxeeBK z78N97kqHcfWxmU2^(U+O!1K$8gy$=OrCrb&?+`dU{1m!`7@@YBqc+!@IvW27V1>x};j!yV$ULLhrbz{@qkJ)*^liQ~?`2dFXDsiw<|(~V%> zDSDleL3Hc8>Z(~h{cTn*#<=?D+{xtn(QlkMGubY zykr#n~K zz?&RVok1=Tf3UKcO{SDG4a=!5C%k?6x(DPlInc}YI=vjlAs!dUIZe#uHKKYg-m~`o z=riH+Ry8d+;6Y<03XJF4LlrPu+He(AmOmPcxO$`%!(FuecEUEd$4@asA@{^}Age_{ z3NkLCZU9CtFKz2Kf;1w{H+fm>U>UWY=xb6(ie7P{;G6h3c%qrqa`K|*c7lM~+W?|u z>6Mm1JFY4F*LMK`J@KXb#r*m7zZdLsilD9-%#15@F|Zmu!#!4BD$@)W90*_pZV$fHt}qxVk4! z4mZ{cv@>Bq39f?Q5&RBKSJSlMb^!{Cwwj`Hh{%bFro)(Fq2t!nVFz{S_wY7gqa9}; zPH{iU!yIACmTjjg019o7&jvveu;g{LRe_NxcgSw{b+x&}xW+Gjfqu~$w6;l1yieAb@I zzWv@leSYX{DYv&m<|sVQ^sY>YKn2q1SzRP}#%zx!$y`crMz59jYUpb9BBJoe`IUEW zcl(NZH{MRi@&K*!!zGIytaeo+BAoe1uKOs>Py7ylYnGqOmFLUl*(kMS2vkO4emC@+(>CyEP5>cyVbj1Tkcqik z@69aek+p2P(vV&zOvrMz1g8sV?THeDjw;V>z36sw*?nt4H8wc z7UlulU5?3G-Q4z6i~b|xYGq1dzqfJ?u$oL*x06YRuOn=GD=a5#$G|Fs+5YWTJcX;T z5kPQWXuBUT$Um(G{a2uxuhw>&m|E<-aNnm}VMYj8{D4)F&{j{s5Om;#5%f|jK6W*r z6w^3TlJAw$Grpp-9)TXlCCi(aVrIt6?sLJs4xOVwcK)fwsg1vY?~wLtMO?AJmw$=W z1OqB*N#4L<=XcuqI~0p z!EvNH31#qAvOASSWZkloooMZ^zLcP5DS0Ax5i2w!M4(f^Zuw`+fargGEwKaW)yK|h z*A=JVy?ptSSS=Ii3S$iK=|dnC4FydXC!6?f^T3(=RvOK0OfegLZN*0Nm914Cy60XR zLQhRkNlydV_tG+*5*^$%!hr|4k%Gggda784Sy5^>YnO^VCE=EU2b?i*4C(j0{z2dC zBQL%jvlbBOvnPSc*LQXR@Rm8=0+M~A*=AJqJUTEN-iuQlL+phhyY%8T*BMrQ%-B&sd1T&ov|3(t8~`M)^7h?S*%UNUKvV4>{wuot3L!VEOd zXo(tqH@S$bHR(g>%q?gKG;+lB&15R7_i5gBgBdlCFWq_XRz&GRAeHo^l~G{D9`GFe zujM{=4sGz%G@qUW5)|v%vHybSnJJKWOHyM){GEdEmVzIs_C!}%?i56FSxwb1x2CvU z(np+;IWMRAMsctL-*fTRa(wxxPp|O<6YHG3kyL^@Ldm@&DCLo0Q2Vk(46F8syd){l zHY`jMLJp$^&;621-(TXs)ldr;+YzO^Tpt5I`1JzQb*w=9unKpe?{~-!0z>;Uvy}M@ zuZk70v`fyecTk}vMF?gyYwHnF;R)doblhBzRL5_4E0E{t2w0?AZOJRM+FU3@7+NQ* z*$rHW9oH*|0cWIgzi(TxoF?Q(fLLobhpe!npJG8Q+JMp6`5w@#993i{yGKRwC75Fh zF89{%mb@#SVCuxzdrUxtX-W^_3Vb6c^Y2CL1q8}fc9yWye_L(P1fCjNcWS22)P ze+utriv%7Egz%Qaub$eD7pOM{jt^87AC12B?Y2_%F2%o_f*MJWFLH4NMJ*<~a%e|V`N~>6z@VGd^LkrRs;mNS!IiJF z#sD4zH26t5`!=#+>Hhb#epKJMdfz%TEI~RUf-6zdXRxO=5_z;DqQMb)6$QuMZN4Oy z%aIzNg`A@c&czvMt!A8+@fnlTjyNoceMPh==tgwnLhIVG)f#|BL$%b~xrx**7IGKe z@3Aih2K#V(b#Vq`OSu})&zauKLmJmOcWIH>=+52`N44EX&mte1DY|J>S{1j5T2s-7 z%i{Lz)ur}$T?G7VU5qK9fY%MX~B%d`0q+m+T-uoJ6-*a2W{aim0|2a(GXf zIroNCAhq7&!rUBk6B^?LwCWn|w-LKrlYWv2Ro+V&f#j@QpiH0vgz8^kad2gfjJrwY zmYd%EQmTnT*1|I{WTAv-AgkES4@Iye9V;6uXhx^z!}wpXo?^t!|D)@@vGW#C&H>$cohOmvXhKjL4hJ5JRWLTXtur{_D*MhC1=? z!|V)_RTf@=O1VR!=qv%hn!XoCg){km_{?Z050#;S7TE{tGjcPo zduQqYzC8#H^YL%v05kHd<~b4nFZ}!E z9!zLoWaD|V@1ZIEbMlmE9~n+(J0=LWD3@LOgQ<#eS3O7(CEh)&>+B~#ON=0*ZbDeH z#>)}RC%+0mNChW*h100#{^Ro}9uy!6KmJAg&D$J=mwZj%zr7V*pd}aoSJ5f|5k8cf zf`Y=ww`tzsI@BM*@ae`sS52M*>%x_rwR9~qkFuFt^j*;3a{YS&BIx04y4t5i{#kgB zWsxs^iYw-0@KPE5XWdW{d@Jnr)qEjU{?D?*KMhBu`S$YO$=^wO^Rzno)#pE%mQJn{ zc?tML17H}%_fod=G`=>!)-J=lk?@`6xyoDF2{#$ty zlb?~kuGicX%9qs_;@9@Kd0ZNYmrdM)^RI-{tGy$#Xw@kC zcyEcgs6H@zIYedLW|GwZ;oXzhnalKFG} z_x*vwm9dZ2-U>!Caq5#H(i)S?X6oHSPU_+yyDnyy-(ahPuTJ}4 zpbKS0bosLJMYJmYgP0!)#ij(=99cB6dus$dhvg;5#E)8v`)uC3_GJu9^_h&etC;i* z#BI)9l~G-K%6ZROzq`_zTaj9Vf4jSi%%oe$u`4d8aOwD9;lat(X{3aPY*hLB4H{7V zJ>l|`b!;tHZ--t(4>VMv(q9nrF%Uy-g6Ziw@*1D>PWv#oB?mvp%LfpB zoB7qk4S5QG)||UN{mS%xx1Xzl5~^$!eFQz~mL6bQL?yNmqA92K+J z0!A1(4_uyvPSbJ;v|_gX51bHzg$49DY(ly3!%dSeFrHKHd`e|juwKk_7)YF*-0R%u zu-0o{AET4Zlzk>K{)!sqppWeym)WOZLOffO4O#5JRJYBC(mT|`Q~TL`Be%UPj-kUW zhK`z_ZB%L)wu#tr*?6L*K_y*Hx&4*f{RrmKCb-?2sJ$l2t1Y?RUwT!*ArC24?CJB{zUO`4CtJgXdHAKzv>#y43SH}Z@X47Z zK?jEFy!jy0%Zt&r7d`r2$Bcjq{^lJjtz_O0;JmRHKGtz)j^#*AGpzQh2O5N18| z_sJ8cIWATsBwQ$K6EDI>e7L(6;xIKb*3brvsCJ1o`loQkO0_wcj;h&6b_wAT$rGQd z4$qf?1v+WbBj&Abar$q!qB|8^4a$o%tma*GyM;!x~UfoWE!iEw%F3u@QIo= zwwJ#z0auI}wE{er;yw+tGS4BPmY4$>-wv=RetWg2VL&-=(87hz8wa#0_MvE%a4i$5 z?OQn-N}0ZXez8>mtq6ag5NkEa1*R;*3N@)-B5fcM)uyz0riBU5R^2}X4p3(% z+s?PZf+#eZzcbG!gEF!`FFI{Dl0apSXCs|YAmW?o&@K>(yU3LnTy>itgqwv&76;g= zXf>v}Y{j+tr@fVRTvm)h!iY*QJ*mXw;hC$6Pnse9wS)a6&J&0{50sc`Bh=(mB$$jz8d_F zPAvHyxV6{_jaYFo&pccGqY;mOeXF2WO!m&N;p0bo+pu@=PKK>4q@RmeKSdV89eQw) zl#8)Wx%VmmbXZWI>U)#h*7FQ15@y#9N9s54a|ETmAvz+Bk2T=wes9uKOKPvvQkH3= zeXG3Y*V1r5A`Rdl_a-n0J2`))gma> zIWBp~dyss+qwTV#Y(F)2?yC7?#CY(L-%m>bRC0X9BcuZH8bGePJVBX2tQ}(-n@Vkj zb(In{iJE-{hSHCKxjY~IQ;@ms#ov`;k@ye5NUT1tsWtm~qyskbbpHCGrMK%Lh$0u; zIi~VjaqFz!`Vc+eo;YUT%R4iV@UM&x)~+p3a$*CuQeyT1q>!0C{r0z7cKo;_5>@cK zRKq6<@6D{zH{H8xVX*i?YDTIFT4zhRub;yP<09^1ck~Py2krEopOk>@zu(_e4rQhp zRAQxMR!|$qGZ{*e&Hf~&e5r=%Qxoql?5x2|sU}OK$)xSNMhlNBoe^!Z6mZ< zr~u=9^NmlMphao^l{Ed8Db&rQsV%bDz~ruFz(?trXUl9#^EI*P~dnuCsesK(t;QhQ>XU6=x(55#zC z(1%!ij-0KiM{&84u^Kehi*T3ix+Tl5Tn~D{Stk~>?#rJQ;-B!>x~X>3*0|B3{#o_E!4(rs^Z~Kg?=#h~6iC1= z)1sfv7>l$3jABTny9eYkCgs2ZB5?5h{>;b$$gf6PMMhRj;PD*-ou9T%71%74bHCiI z3oAWNuDQf8r-yJK^H(G@Fd|l?7OW!DUZM%_y9aQwwhm5TDL;-VaLq3}A9tJI32}{C zdoyCI+?J~}`l%-E!jACA>Q?d8gQh4V8JOX768j$@*je<`u)o zs!Esn4)Wj2CY)XKAw(B`c*m0I!eob&ET1H?8OdZdBSwb{>14;`&j8{6KkUPx25)6T zpNrPNa$$c#cl4+AM=V(vyiL60t6QxiQw%#Fm_Z?5fSrtW+|A;%c%F3ZZNti!Cazw2 z_NwK43CHsqbHWQ1gCF>ZHgm`FevVZvC%h$T-#K(LEBv9@XM&P7%AVl}yxjDYrmEyh zm8%73^1Eny=^P6gn&av7gkFgf;phum8N3tqs<^mu_Oe7ZRU!Z=9S3}p?cuev3_oL+|7vc&B#2RF%Pn2$A+8JCeB;M%9hNjU$$)OA z2--+{sq0}I!#<6moB^PbJ2s{#FHX$by@bD?UeLKfiJFEWMF~%o&Pt_?bj;#A zgcBv|PPmM*I}t!-x*qSD6}%xVGoGI1=}qx*Q+WIqnz`hCIwbI|-B1fcOQ zrN)qo!Vd}BL4nj_I@4?&+X`yspuvl}I_Qda}qDqokBK ztx53xbX!W?z;sIPzjXKI=p%6r6<23^o+@7cbh3f;zvF^*rF(I_snY-a?l-P@ucq@| zBfJ#%NtsNT)^7;U5e;!1WEb(PmDEI<2vtb)aU2_XtT?(OxpCHKKxgv zYt0IK|5||2Z7xEf4xq@C;!?>|{u`VQMHS`sU&#Tt+L=m9VvA3obf!|qV9ZFCCB#h1gA8?wOpQWGI3l@&@Pr;$2f%T z5plx)uqd3{@ad&7v{Ao6^f@D=68SxtTyW^z1(L`Ak@w#JK%;#AK1va*0vvIbS(AG1 zSPQ+u384@cN?$l=|FB<4&>g{~^m0i_U}nA|eR}T@Du6{O=WI*^(rH|^BAr$1jU}vOK-ezK0F^VPO$PlgzFi5gcwH_ z@Q))U`r0g=oWQ7sZ3yC~2BXE=Io`gs&6Tk+)QfqhNgDN>Z>F*zXr_I;zkP35xNp1R zMJ=bbwGPhU15hwevn?$0+Ri^z#ZU-(A|fK&>oWG?n@ z^BiJ8wqJ=uAtcakMj|H@F$hhJ1>%chl(4m=J0O>lx$?|K|IH?B?mcpVG=az65h*3u z?#QH@tl>WbBkslDt*z^2{JLAA;%Ez}$Uc`orkhfasy)2K5XH(iIzOFTGYPlR0<8EL zN2`|*c@UfVAXMQH-!AslY7Qg##gesI5HFRWNEzb3a+`0&`{_e zmHt{5^g?u>E8{%cNzNoTUEw@Y6OL;2wSjoJL{Sb0nl+&X(gaDxh3jia&t{Li=Kbwk zINDK#KayysmwXD9B;IFMX0d_c&oE5cJ`>C`1S_i?VGhrRetDfEiM<{6|KzX+j7I+3 zS3~2Cch+{lB;tA*V{Uixey#Tt?A~fUj&M}-9p|JFvbAh{MHSKy7B|ZinBR9d9Grfv z5V%&DA8>}$PPR~0bnF5<;%CGj6e0uas)&4t|6sL-`C@JDa2|V5p|etYxP!NA_rR)b zdhbf%wjh%bMU|UGneW-P7v$GO?J8yWZ6+H0CRcX#H5_+lk4SL48`?G;b{vPk7OvB? z=(xFzjL>vElWxK2s4-q!;C;uwm{J@#>y2-DM#OEp&}WCn1%Wv%VE$MPB#`|#mxjY8 zYP<;sd{$gh1%tYNWQ#CMd-gUA=im$N`;eRNO}Dt)*-;UN&u93@WA|QMlA|%jY+=^M zbtL*l@Vc_5qI+#~GStSnH_}1K<~IO44HNUIhO7&nrK}*q^YtwInHI0nWkMg!LlX_| z7j`roYJ{e0h*WJD9J>=mUQT~;Q>)(TIv9n2{zAND#nTxD-}?As>`dU*6&O?xBOtbLf#A`G2^dxq!`j0lIy|S&B4g6IGx}AY=F-{0_v5N${PQ zuc1D;$d@dCFDH(j4hTOr_jnunJr0Jd2NIs$FbrI&9)tcVA$gwlXrE0ET%9IoF~}X> zd|s`_t{cAkwDc|F)tB=Q*9#WIXlekim4=Jwndu^^AbC}Q#Gs>~n{JMYLGQGfFOgq! zgqT|wfW@|L0>!-%{Ay4BWrYZZMvxr~ncA{thwS8q4{QVpD5YIB&-2IzpWfop7Yl=6 zP;UVCT}3UNiGs`BZxIKtUZps6^Cd^OuoI=Kk$^U92-2`0oO3CS#on0>ac-(F`qHO*4>;X~d` z9e@R|+g`w8$rk)^#nh8-&9bob-p2>nDPE<(Vj2Q|Owfk9cLDfzDOjACHe&JA9L^qYJ*6*iRF}Tm88^q7I88LB7eXYad0FqAF+vu3G3Ux z7fKffMBJLKQ1wpw72=K6bUhR#bZ$T%8rg5-c1%BSzYl10Du z4W)2lc;RPEM*=m6}O?}w{8ef)JLr-cy3@cxYBbc79_UB%M+IDOG+fp_2O z$$HegrX$}dj&o#uwI|A)kmX;RN|rRUb|IZ;pxt(Co&o00NBvO2zO&JN_ukHhQJj0f zLo~^HFuGT0;IeWALf8Rh0v!Xp{reo$7lv%vwB8yAVX6b1Nx!_G-K!y;c6+C%3O`kw z2c`&x05K3j(&cfW3g|O#(bq7FskQ^@^A(D-e5Hs#q*C9+vf~jzlDDN#2}_F9NE;I# zBVGn;ovHeAHS-eKE+nR|yAIwWF;-V@KTok;9Oy*M|M%fNtC=2+^BplFU<_B2SGbR0 zP5bb!)g*QVMyMkjH z<4y5rpjPjL8QBB|={5vZyvL5;^rm>)bw?ej9t%(9Pc0Z|b~Q7w;2!K8r1s)dJiX*J zaVI1Cg6t}J=hqbdYWMTD5uc>gOU(M)F{VcovyeyNrH43!E(#&os7hpDGfGFeY2LrJ zg0pgwjFB(9HemhB9h@!fvu6xBSxpn>S`~c}%Fvn+RZluf(20*VRAAk|^KA`U6m5FK z^Ot0RkK`P6If|Xeq{|juwVeYNm)#ntyC?O;**g5Qq3v#(_#02#Obk(*pu%XkoU`Avr!2s0jQ>ZZ~1UNJD_Ss zeNCb7h|FTNq72*DgJGUUWfjQ+nU21Tb}oQq2Xldd{D6O=`wK_5fXJ=!+s)`iW_&*@ z%E64qj!0*OJ@RUuupEDk%4mvXtv`Oq#S04UG4#tmOieut2vw;l@yK;t$9L9Y z$FZF*028`0yOwmC_e<-#X+@`<8JP6v(WNi$R8C`AB5n8?>jbp1uo@1lB&_8YoA*Mp$ATeNSjX3j`6VCdS! zwbLuzifEOgb zzL%~K%U~-su%U3BiLcS|bsdT_!%R&8FRPs~xYBy^Y5h^8UgRye{Kwzv$nN$HbX`d$ z-`l(NDRnZ$)A#Y9VIjpfW)weqCN0sI3eU6Tb-pyyKHnVEgUjZU14p=5NK_V5w))f< zB%@cJb-zCXuYl=;HMVTQH!_qsEb5q2xx^FiM#FF~^LpPUyDY<|rsUv8GAHs@Be^R z4>!RVD6u;3(-QyBLWXghdn-aeV^qi`pO#5niy$C!KIfvQ|FYn#`I*ZqL*$p|6_+Tl zbvMV``COrlxM&+{HyD_dc=u7LA@Q^yPfElOU!IT`bv6psZ*vqvGjt>^RNu2R5m)A8 zv*fwQb8J90Tb_zG?W_8M4C?(hLFwyKkr&TDWt6nIY*=GXdwlV&zz(XOZs}?Zm-hU@ zL?GL81$*h&H=0oqk8rWDeZuTK2G3zy*p;F<-{-K)wN1`FFJ;8{jPkwNpM)e|PU@TgUSu)c z=i+{7Y0-tXM&`Iezcc^_&)bX-9Wn_}#?gIDR6=|=teObYaru`^dTde8*LB%HEDL8G zkxQJrT){5LEh*K@pi{NF(Bbm=d`n0>Ygd(+HUa$_r#Ra~^6sHCqeWatS?@)xXerdn?_+y0 zG5TtgxIg~liNm&Z!L5+Lk~6W_7yq6{r3+buj6-`-G%Zh$TN=Kis~TEt*DgFNs!|`f zkB=7@w}a<}TXyTLb)jtSHN9&dA%4+*L_s$&!<>aMx^r&fHah$ebGWH(g#H|_ zZj)*xTC;;IFy!{$E%CzhhxJ#3ct3%A24adK8Emo+ou9H*gK z<>G^~9GN+%fpe&9elE$($w^mCQ4NI)*Q#eluj&en^S*GY7L5H>hSyAMG3ji=&`cl1 zF#P%T!`v=pL`JEDX7-B1d3E+t2FnypLI~SK0fm%fXZ1-evz?n)_8JpTwXb!=;##8o z3G75n&TF4X{iqY3vW}cKrJ~q#*vp8%O=(r*)fj!M@&bCUNMns~5_^&l8@cm%-K1wa zU7Kit>X{WO4IR<%yL}R_0wg^R(E^njz6@z^b9RUpM}zoQpUM4$)n}z&8@+-6fI_hrc))JB5PCl)gjqodaWe$ZS5h!*MWk%-p_pT^(O;KbnfBZb+Aj; zc`;|ks$x2c_0!>FX$RI)YTI1G!x{JIYz1%530sBU&7i5QD;KYd{aBljr~UawSxnIE zByX^i02>OU^3J+_KsrH(c21SB$igb0ufM;%@zCsP+?*dBpPO82YA(&N=wotJ-&}KE zFRLs1q49jhCke?EYX~%EVtI`AsN&A?!K|>0?8C0vq+74n1J~B`0?lg1Zco1boROOU zm083FZIr260e`P2tZm(t?a}T|nYkMcmF3XZ4}pGaAs-JLp<{=}Qpj}KDJ7xl_ua>7 znYCtLdSPu*W~7UAJ&Ci^k9PDx6aG?Hz#_-9^(Rtu^{Cp)(V^>)C7? zIT=YbgX^=OcslL6e>t8KqwRVZDm0(uCH9zBeaLo(ilCGCfyEC?2EIDlB~+^&#l0#9 zv3-v_4f;XRi5*f$mAk0$w(7z_b4MFl1lC%o`!T_BM9Vx@?Pe?_k`bfxbUd;6lG-)<;z`T7x1Wg!T6}s;?i=9a}K0rRX5?C-1*Y<9%+MKvoQT$lp*&QMP!Shq7hRNDL`E_X9G0^`0w>(_MfN48}3MDlh_sP4zo?v}UMP91y zoKM>mZFXO$Tc{>Oc(~NDvAT3OORN@SjifmxU-yEuuR;`_baQuZ##tj>X)V*GRILRQ zmrj@Y)?c?St*2?>&V=H#hByRXb;EF0Pj?M^^%Kvo)k-MI%d|hvAeqpq1uemc8RQHC0t1nV*jij?mHFhGDhDBvE4hI77VoWw zmWwICWaK`3y5d7hZA6-F*Mxz*Piubvn>( z$k{Pehb9N>+T@nCU|D;o6YKlW4jMxJ3`?UewxP9y8|YWrn8=0aAM8E)@u^;L?`?;b z3YB2e4V~IDzX>#|VB;J<^=|HJVlvQ(D(}ZxM+Yhu-l)G%(M=+@F*78$FYre5 zU})+Cvn$G#+6eDpt*WiCBhP`XQ$GjSZFW#-tZN`8RbnA@Wwu+p;z99bVO5w(?9SE~ zGjEgo8l7Aktiwmm&N$C;SMk_f4-1Nj1*3o6s@q~~HdZZ^{q@o1oY)4@wq^7_-BB57 z_N_{to`bb@$p(kEvSm#-AqurOFEM;tsbmY_Euv;kz7}lHq1jRBbkmi>_g4ls_OvM9 zqxQ~@ompcpIh&-4!K0{mjzz!0eM$7{_$$us`ij22kRap6=e$!d?7mAWvsZA9!bwqm zeM*Ukl~LsTTIFgTSATSOvh%8OCN9<0J@VqWI=klG4#sfVEfu_Jrq@5qcJfT@oAy(o zLML~2JmqKN>N>(GP?B34a)M)Si#-G^Nekh2-=BY{vHBInt}ox_d42nTux>pdMt_graGpfzUCkf4cvXnZOKN0Djq7qu^Wf9-h546LN%|~ zeG3a02--i&=!Zv<-?%!~k^b2s*1W-V+q&?#Oy2B9I0f5A%nMG*V^?mjI6x`IG<+$Oz{_DP4>QjYg8dv(jI!(w@qgXfGueZZXB$?1@a8yYKlw=cdo%`D)9Lxtw3 zBk-UeKqyM*AGN)dWH`wNd|X5ew@_cnj_~ldO(E(P@o@TXy?<_ zqF0TuEWiO(^KA~$JyiN~w8}+(N+FBjk3VWIn6$YOANMw^Mm9m3L&5D$z0w9_$2>Af ze5*uTMo^uhAS=-A{pxT#>c#VN9U#>z28ev&Kfy!3imdM{f$A+ZV zI?ml(Ih(oydZ~~l2v3XUEA=fTQ<+Y6{%F*8bGD`(tb~`TXCR9fQ&N2N=CNH@ill2B zFd-h!*>WMWOwd#f4Ha8Fn)+l-hzKTw_r0CG*9tT^gn^Ivi!ewM!ckC%lN85!yBo9n zpNX`iz1(RMHx%AoSka^ta0a?q0P1>|P`~^B({LFcCY$4~bFCmGGOA(=e3*ap&p@CE zGkD&ou=Uk%RR)CuiIC5J*&Ja#1e5XijXH10AW;^HpqQ*DUVhExO(PQGpz+&)}CCs#|euyZ#;^Db2GVQL1BrTF$V@OY7eQ^7Z0QHC`K58FPmw{KT ziGN9oyw;v0SPLQvt0a(a){<$MF$<6bB_smo+6^_82lk&2vjPU* z5HQ13^hDpdihTpVp26YX*2nqY%zdc>P#5I_CCGx+-!q-@y@Gcy2n%)QdO)l+M}B+n zrHQDw%KLR440fsj%n87$^5x4SW!^mX9)%153x7rP!2-i&pPv>1bA;g72W->jP_hW9>Nu{7Zn{ zn{7)W%(?u_)lp6u^x!ij*QzukR#8u^?eNw~S9o`dz^pUb$H_!D`0?nonv0yulby?> zpUbJ@%F=&(RZ1D(%o@<8n}i8#1Lj3-b>z5*sHdfA6D6}Z&r|15z+-xvFW*hTCww1aRP#&wSHC%wr~HeHgE zg91yygs{mk|9bAK!TJM8!ou8U3C_n8fsd}E5lqT`bE%VPw4;3gIao*+6^S-q0neUN`i%^b`Bd=$W_DqvT;%{ZIJw2 zN@Pc*tUnXE_^213K_eb6M(}xw3RJY_^8mjbRuFoLnuDlLV0%vsT#j8SI?qv~>M~YI za)Z7aLV!Xsz{HQd&RtZ@tmX_-z1C6wH@%rMPa{A=fX5-z(=YH_7Yu5?%(~a9($WP* zI=&vfz$T9;x#rwjCt8~TOxoqUwPt<})6(`MF_4s)T|%mJr0#vTg9^LBfODpD-1fq+ zZ=$$m-|jl&vj#GJpuORbL-g@B3>*^lAxDPOdi2K@5bjF9d|mMF58*K8tbT}i`Bt3+ zK(ZVWl8SOOc`?$`+JWqK{W`CoKlN11?I=v9X4OoUw$GuOO5OmTz#PCa-{%_D8%^vA z7fn$S@3oZFD~B~_TDe(%?xq$7M2GI}Z~mOrUYv6|ZCw!r7Gfuc`k{8uV}vl&GwYs&yh4O-;?O(-+~Tomc{* zp1p2k1$#9EmU{5;;^0S%A74DyrdmaA1eHjJ(+gqb$)^!w=~|IjqvIGb-#YsSVSHQQAXS z7?KGFar?(9{Os0?y%j<4;gqptfkR5Sw1V!Zxy;eQ5Sfq{k8lm zE}6t*>nbW&Cb>Cw-QhY8Z~hHWKU|9C@r<6fgoeldl6#j3JCH};Np!rf2L11nuGAsO zHHh%tb)ez>+m?N#@mYSyh*zua$D0gXXdanJ2-EfCAKUn7`#Ng}tQO;e2(@EshTwFEAWI)NhD zsCjbBU<9_(B0Sf&Cd4Yep}L$Smg1#V=-HKghOC{)mCtu}m~nY9qs0^Szg}%&*25b@ z$O)9>SeEtrFHIsHYz+43{;vQfM16TO>3Bge2eNh?wYbpnGqsF3t7#my#9xnZ=~n6k zc7DjUv5u$VuO@KoD_-RHPqx;b%B0paBK*27*Z5pt>Q&@;uHo^#^Kpzl2R=3vdjtM>6z$A=4Ej25bY9N{LXWjL7;e_Eb|r6PS>IS2q8`OeG!$16 zQUA#th$)?j`?tnSS)TfH9q^17>Wf|29cY zrXMeMbr_e33KrFkknz*v2D%O;>dt=oKD`g|O)Ip|u94&rJH}F6(JJ*XjO3^#d0XD9 zBgU(TDM)To0r39W4`~#b;-jAfq9fR~f5mQ)YK{0?v7?enM@56!9}0ZyX*)weMBA*Q zvnpTx@bA3>?^y>;GPMJ5GbvH^-CgQ-J#O7`d~X?6QGlW_?sUbMwC8QoYW4`4Z#RZlo@qa(!cS zp113z<$W-7-PIFHU6UV&dCDrDtgkB!lGTBt@7$T_jf*dpXm$`%oGv*VW`bTDxB-j{Kuk!IKACO$%VB;WqOdUixe(gdoJJn~0BFASQ z-)a{~E{5H6AQ;tnIQjM5Xg^}px?)Hkvr6fKfvLIjc>JpfuMx-fnLE!d8~+kMoI+#f z(odbHThjgDZ-O7f;(uw&B$5!vUrW2iosyF464h(k^O*Xz{B;w2Zs}`rn4?rzw0|l@ zRDN?)(WIM-IP}3L-m|50CSYU8U3&bLvYOlRadoCZ%r^0iBvER%axC%P4owAbH>(`n zN#naT6>nE{D-B~Z9U%^NN1&U1CBkaW{haTh_N|ZC8*+>PJhLMqG?p*^We&9)Uk}o{ zc!$36!^A+?dvWa|jy%F<&ik;MCurA|;3LkDN1$0;jT2mc7 zoZyfZZ!kqyQ}YwoN*>KCtf-SQUZ&ID&U2TuT2NP>o?}Mc@wRoSlQb<1_Mak4*=13D zNV=3M`$s?HQ6T=t-GMeJ7_X{}E1;n(<>HTB>p_bo6_jK4iYmIr4#bQluPgD_mI^fi{f$4b(HA3UNsa5eD zy6`HM`gFbY`1^(4KiPhF)-ZQ6`3fJ)uKjo)ak8C%co}-f$(Bvkh_7Y|e->5$`TH*Z zv$aybw%uk+wdOz1=0AP8{A=_nM;6Jr5C0Gro0(1%hfdp=lSZ99p#L2#eEESVSRN0# zPaaMlg~e!IB%q@e{Eu2z%HO?OMH(~Z!=HESH*~Q6;0~%`-Px9#=Z{PNyO(67f{(_m znxiSw`=0dV7x6sS??bl@HK77|LmJ0_0Wk336PRU<$6xxO*n3i-=Z+b13oVB&;oKg zzT<~(-=F-&?Ro72g8*TM-Rjm<|>bQ%(%`xu3Tn`wdgt3I;8(^4L66dSM1ic$%d;F;b(1pamYU8^@`L+ z{Eg~S%ZCBRl%<$zE|EKN)D|XHBhm?w?HyHq+`8xBd4&2QeAV zxv!EX{(B0~(9S>V4gU9MUWLP};J+Wkk=z#d->rHI**cz2H{a&G?)C56s16>aHK46# zl%jJz|L3$l63{=q(huhD%LCtAPUD&NINjz5re8qWF!oh_uSl1v@Xpr)Vms(_&Cdne z{aLsmtA_n_o1>=HnnWnM1<<)Gw7^-0$8J##FpX^p&t(00ykB+v5z&WzS%P*^XJ;2J zK%CbBI&<@{o@d1w6@GoJHis~z%))m_BYY7y%E;pP^?x1Z4K=~DHUHUs>S0NSL<9e@ z_C)?+Bq9kcPzn(=z^FAwS59C}>@*i<8*&bJG>W~TVISVX>I0l6p5Oi{uO{8F1BFVl zg7*Y)0i)g<0n_&vu!xL8RO{N|yEC*$fM< zf_?4^ps}l7E4jc-jpedKBD8^S^@!eLcYXR7w8&S6OYzSK4NNhR6CEImQ`pBR#WgR` zrTPW+h&~D=W@D8{nUPp{9j=D=`N=a3m)_#)X^2`o`_7^w7g3D)locTE)i8qQGg!0G zaEUkuwC4O&Fgf^n3g|j-%yyJmlzi_Sb(p-E3G?{0odUy_1ZnzlH~xr6g(eCD>L;I9 zaY}hs!B9*TY*OX3>=Z=6^IkPa4ALy|Nx_FZo!fliTb*8E2oOQr5n`qswI;z=N8p(5 z+W`{ZnT1g9%K?L13X>quCy?c(vR(%0ZS?>Eqyl8`=1V@GJH=YQsE6pjwZLI0_MkHn zsMknHlsRAl+|7XVF1hXjSXc-NDm>v^&CIzrD~~lOMC#$Cq7K$a*|rOPqddArBoldH z$5aekuNpAt%>k7xfN-B?@WjzaEVY6hlT&C|*gnlsQ!oPo&K^KR4KM)90$`)>vy;8( zorW70&d@i;TH&m)A0pWBD@Vc}vq*sx#iUj>zMi~s$4xiWwg+YmY=`HVw6--%%Q zMwu^lG}WmBS0?7cr791K=s}3Qv&IR&9ij#)n3@jP>;`m^mz@(tWn_W4?rby7Lr-Xa zT>8rGEw4i8JmNydiev)C-ywAsJ(;{UNCZMAK zY<&Y)TD@j6(#V^OnjCJK`LSe6bVP{XD@S{8s|lZB04u@^2&Itsbo%&`DBk$b+HSx5 zHOv8R3AekEu-fe%N0F(1K$fR7zdVJQG}c%6iFNt6t!GH6-n<=i;KVO>Am*qDcF^Id zw#5&=8}UMKQ8i}|kaK%%-7kyX?Lf38%dBHDbzVhq#qVAuZ0^r$_sc;>zRM&gSntWV z>H?CBLlW86TT8 zpFwUM3Ruh$yL{6RrD(**^707o_RSyq|KnNd#k?>re%e)`@F)~D8tCJgnt z6)HR>f6cuM-P7ZqLRdGZ+n%F9mTh%w!FVDUb#o?HlNgce4K{h3V6watr!>9JFvwvkq$?IR$Qkh6dZ->_iybwkLTQyZ{9bh{Px*f`L;MF(= zxIGf7*Ypmf`Gm#|k0Eb@-ywCnLWL@cy}@BT`5H|Z<{FEouS8g0Kl>P~sk67->s)vh zOQvI|SdqCNAKDWOos~UUc>}IGzmkp*8dkX!b+|SoSvJphdN&4Z=q1JSFdwnhua6+-i^ z4bR~aWSh4o-^^ME7xZTSo}vFyllbDiFLWNS_F2wnlA)aL-B62beOU7MbL5VB@EzTA zwp0J=wBtcJo8Mn^pWiKP0kWm)y4?Jy`ap8&<)0}>7Ha;72=Lc8WPF3?b4KGqst7^X zk3aFc|E#>$I(^fsG|_~AzoKG^cJu*fMqr(_;^mWYdYSb#44h%}kHJ+Ns}PF47Tr=~ z2`n=p^>aNlgzu-Er$N8$q?MS*hM0n;Srj1Cw0m1OasnXGV7FK}i48Y6m_w=tV zNx14uHpEe?#dDjfcoaJ0MzN^tA&GRAgVHQxNTwLnLa6>*7DHU|f=+e;y@@KF&CjGh zSl0(#spnNG5+BU|Q0#Z{s!_$gblzW}Dv#P*uz%Uj7Wrodt>%JN>hR!2{@y%)O7d31 zE(*bU4xyp6gW++xJF?|#jeI@J;RtQ2I!M{D9}2)2#tHPb*eQnm4j@_yrdWhVxfrPA zHy-`cOMFyp9{U|~4C{HCNLr8?YdW&SJaBux9`#T|;kKdKHk42wkv!|q)r0Gi^<|9Z zT^YjKvrx)Cg=$GD|E$pHCRm};YG;T1b@|>5z+OhU@<^Pg;+Yyi#=-X5)L(#8fGES` zQ?VAntmDxpAw%m`ad*VM(nnsAVd9J#4B$LApl8nmKhaEi{;GrZK=`kgf*VGK4r_WV zqVQ~1$kz5I+K>L!E0rRwDvW(*AfTr8$tEAFL1Gi(Yv0`Jn`7qKY&&ylC!HJph;5Blx`iw()jpPo_*SBWhFFv zuQBuoy(P&8*mG1Id*~-<4Q-`WzSg_tyt9hdU&Xjs+K#lb@J7%1_W3Nv--8C|VVuZY zhMgrU4MHh|M=`Bh8yW-Q@Ex+eLR z4{vstMZg;9d!h>f#VF`sgJrE2L0}u6#IXWwgDbg1n?Jh|6AV;)R9TwjullQ&1JK}) zr@b838iSCPbm9-;z8xE|0!lzj$Mno+h|uF-y4{Yr+7`QNjqQlXt6 zUa{s#S%#z`E;n5aV1K)e1}k=HHU&_wdX4~8{36a+*Rtyw${FL+RYFW{!KIh*<@f>YpZxlGP!gBX_GgROG~1o zuGbIsq+UnMjZ@kfe|5Hbp6(4iQ4Ae4{qY@DCB9uALgZSPd;7A+ArW7j-QF)3}{WAb9o8D)m5Y&G`~@3waW`8&t(4{o`QOY@f?HQcA(T7n-VNDNt(|Oooym zzy9|?;0-NcGAscvo2AHF6==Md)v+&Ue5o4owIP=GR$5QJimNL$5mqo&cgA-+ zFi*L{(LY9$Xl7a&5TH9MFsP)-0{!Y0%SVl3$M-_6nIdcn#5f0F96rP@`_e3STHD|S zTPm?NDe4(dH4(jG{C8r3!LJUaNk_?S@4s+v85_Wy=>aJ$8+ z@LTVDQyY)izs+h6Hk#eM+WG(%H zW;Ry&dHihP)oQyG({@(ArL-P3rJh6cu0zNkV#AW zSfK>TPbAxOg9GcXVI}pUL8T`2WX=lLM0mn4;4*ETS-UI*@Na#k%&@W&& zvRmS<=#Qw4oO}DCk;-r9y~F><*L%lv*}nhdcgmerRvBgQ$S(7RGE%leL}c%f$d>G^ zGD7xN_AD8dO(H8JDO*PNUcck)9-rLr@8kEM$3wlmuIoCl^E{5{IB1tEbfEC-bByh;WXxt1BT-`Zkz+`6&54pBV!jIkLI; zD=n^Ea9sB}UGxanG*JMApxPR|n2sRkVx44sDzIcrqJ(FJLYY#KZ$Q84~+P>izeZYCGV;CAeLGe@< zBwLbMW~3hUZWj~1ghS3N)wgE7r{EZg9eC|uWo2JRyj)Amo9LJayOfrGlQ-TlY0Hqx ze;yct*Y_Cq=)|U|BR7VM1A=w1{#1=*xiUI`{ieXk)%{XTB$%Ajbz3uWW!sOdMs>ur z(7pmiCrwq6dF|5`pKN65T;0l`G7P>*zHuA!m;hvJ=v2VdnrXlXK?moDzQn5m{REEaaIPNVq0g>LTWV|Y$9xO@K(J!rtCGXNxi zBx8@!Q2BoVil_Y_PGU6TE%ToKr-Bc-RD|2SqG@%X{eOnI!~Y4A)upFD^zi;t5dwOt zF7!UW=`k0bGcRU=a9qqCi4gaG6Wg5;&G;{pddZhQSvZV?>tX@1Fr1s#pnxa^7z7DE z=Rsh$zH#!(f)6M^DGM&13q>M5h%Ho!Pd#1J2JpYt`rH6>qdtVP3P9OHlB0b35QlLI zaHf%|UwTl-cHyah7|^QUL}ecga>^D|34Dwbe85Y27i-uX@yn;L)nhg(l5@wJ{C>wrd5?5LtNwlx3P zJ#2h3qxEjbXPnw5rDubAzL@QG8g>acYRd_S;wt|`BB|*^VJh!cXuRxG9FKox5Y#h! z{(DSg2`Qa+Pq+h*TBkePjYz%i4i*@ll1dsNc|=vl^Xy%U=fOTI(`8FEZ^d;MonlKq zdbrEE16|IuSGe*3Q6T zUk=6J7YJQItdD+56#x}wXuvuc(T!nyiB3x5Hw~SK8V;5GThE-M`v0!vATrSMn+M<` zi8Ol+F|Y?u(R5Nf_P+<~^ab*#pwV=&F>l@hSV*%YQEaae06H3v4`dyzBd?v*UwyeN z>I$Hn&bY(;U@sE!Kv>99(G8-af1o%_0$;#*ij@B#e7jj=WuXzDPevx9e;2yQ?+m99 z54qhns_dk71mrC2z;QY6K$M7gd@>$V142fd>EU$a#Xh39T2(w;&@FRe%GOZ4Ua=-k>k{!JoVS3$p3V+BO16^1iSa}bu`3?&W4j>NaUy+`*Ff*aOD3D@UO$C~ z3P^@8fxVC4?-L^5rVK;r%>%L_deJ$CRRM^b`%ov2&4D?2-ED+?xH>2QO=}_mY^L_0 zAFAxT*zVrdS-+}T1x^- zt_2AvEaF5bT5c%x(-{)W!Lh$h=5^VL!=AYheC<8EBgb@GzyGMO^kXxmr!L2#@mO3O z;ROYo9{%}$Z`*p&H-N=CJ3t$nWOFX!3TE|Nk~sXNagpY(!j#{ zMLa*=qJyO-+RCh6WtQESIu*r`cW~FSk~T6m^Q|Jc{)xA^uLqo0KhClqrMxK ztovE;??YGGs_VJu0HXkA=imXCz-1Y8-b8ey^P~#j29Fco4_4jF!G#+2nmx_5J}MUy z_5eXJ3D@jrwO9gpAy^Ra8F{9h{S%3k#GW8@XoG?q|VYfGp>^44Xt3-xZVQ2Z`DuFKdPgW z!bDVcrNJwX{dlCz4d%DI>66zp=yt&VGc09d?(OU8g!3@wW8dQTh_!Jj-J__&4!ZcR znQR14;*M=;ruzxU`W%q>Jr;a0*%qs-7}h z*_y})HBtV%B+s@10by|ryN`*mP1c=MZfvk9r8A%%UJ{UU$+slQlRq5Rq%sV+$a&>N zSuRbO$>F9?QHv?THLNGmm0m{ZhWJ4!ks4W9iwOiTMvasi(UXx?`~Wzb`wvoXZz02B zYW>&&E9k<0X4Dh4#&m4(7{i*I<^*Rq$|NI~`A2$3&H@L4q-I;DgN`auEu6(lxfAkNnNwhJ4DpC;zK1L;Psu7o%?9F5Ifls$*`@b zhrSI+QcfO8T4|o;{2!7S;7phy)nKTJVd9MFI)qpKVtCmFjs!M6cHg_`a_E)=blDt) zXz2!pW%fLUf6K*xe>nXJe!Ix9j>l_o;&9d}LMW4);b32G7e8F#{za;!6Mu?ty1;h; z?usDpIXEmoJmuJ1g+0|6P_U~VD)sy*kP0+sna`g8rIevxb6c%P@LQcf;VWLlM(GH7 zBTwUssH?1M|A{xd6iEDJiuZUc5|IG3m&n+6Ac4XG&Pu$8s1RI%RIL>Oq(A{|&cTLmEamIpjHU_V(Qont@7HmZdl}VvOEdVk zvj7Js+-p6j+X3sq#IBu1dLlxA+mK2w!>wC zx`OmKOBV!zA_hIm*w_x#*_=NHGna53EPt8v{(ToF0+AfOG@5m`J1Y#im>?2{6{4(d zM?clXaZU)201vStPjO_aPd7`^&bm$!47h#G>PnUDE)Fo8n)X z!nF(fu#BWbAXSj-NTTPyGo-YHhkzJpii#mITd)QGt?UlebGL>3Rs!fJ4X%fZ2*A|( z9VjH~%nkD=0JQr#hSHw+e(3w#cA{b2{naq68$)U51hAfqp8n;n--yo-PIp{ar$-E; zc>lrUUVgMn8@gIA)il%!NRM;e>Kcq+Timrm`kfDrOi49hX4plZ4FNQl2Y(7xj(41( z;;DStc7NGZwDV1lMxF(<9(nXt`oWsCd`1D^lsheh$oWH*t30R=HE5Td=~OZ>1Pmg7 zN|GUlRe?lu6wUjh@=pL<`~%TtNc1QpRmOBSVB>$xg{p&IK82G;a*~RHYEf<;d{w^7 zOw9KoQYB)khh7cGo++5b?$J$>IAQzDAWck)U0TA$&$bCk!eywA6E{qT2yH4us2mfs zsv!iZu>&SY-5Hl^c32n|yFpffLZRY?Pm017)wmuP&a_!wYhg`V?Z&x1c^Be|mbi+A zI|x&~sycL2NqNdx)bF zco*5Yt3zR*Z-c(1Zbt+NELzrD;suMLuFX&X!PFyVL8bE{VyXygRGM-jyHV-4x=wxJ zxxmV=!y0kIVM|F1@UyCYDzbxP)2+)0PRwqS~3-7GHpu<^=f9HOu$?Kcn z&m5aa$x_zo8s($XcP=GPdz32FD0FRKx$We(R6qKZ*$OVn#=(x-n)S;*v~6?r1x{hO zp4NT&2`KT)_p#BeR7%@n51Zth(IX zy;=Qj`=Mq0Zbt6iZG9h?XRLKO6eqeB&Ym3&d!pi_`h4Uz{uF82%219?6_ipDo(>9$%p|_@m^J%6WkJO|Lyc1%95gbM8@#4` zA92i?^u*T~hMYYO#Z%I+&5uw@?H=RSy`C6#?Sp`>(5D5Wnp;DTcmBwsyR>2){#o#+ z@h~-|>6xEPZu#Y%_Ofx|M;!t^yo#?pT)PBzx@GLw47WZ$zZitEI;I5Zn6C`+ zjewdcVh=knwecepY)`DKeC(e2G&Ch~N0ipkpNx1t&UmKIsq1IRW|`uwRJQDYu88{> z_| zX?uK6e3e8INRj?u&So%-<8jg)hpBytSfhqeX{2rY0t0IDKwnS}bN2?vTO#Js=u0R7 z$X}ED0T&B0nJh50R$g)uKMsB7nh1z!5|!8Eof|``Ee|%EB&>os%bR0gRha4+Q_m@_NCtJ84qbe1Uv=_MMz zFb^+Zx%WwtX5v){EX=Q3maBxm!V2hH?uXc32sT4nTm1Aa>hmDoy$d!~!ytEn2Lx=t zzbl;+?l%4S+!#s)O_pyUv7H0>;v-dbPdh-&*1NfK9Czaog$)w9p~^E;5jF>=Ae=)= zGjz73u1#ors851`?CEWo9+6Xgt?cl3RRZ;9lIOnGh^-r-G378eupiA0Go%%~8*g*= zqQ$uOF|-HXeu%H18}JeQ(WYHcD4EKS$!g9)#ba(Yw$PQXGn9SY?uk)uKv48N5S7Ie z`xiRM?Bhcewwfs{!C00b2WbWj0c4)yUWj~~JhWT$hTiV28{`6>`@2|uJc9x>pMP{`oqcrkuyrOU9EyB) z_12rK?0VmE1wXE1yTYKwav-lc>bBw1ioo;R#C|h>&fMouRIA3W==&FbhEre&s*S0U zd{h@)v>xn{(v?aqobNA6TPQw}h?&#`5zb%W+`2!l$0Ek3?Rp1%eG{O~Nvi{_EiwX^``lY49*QQ`WE4;Y-E1+?<09E3>#g+(UBg|I+B0= zT_%n5I58S=u#0(A2F!6eM5k$IDJ9Iok`kX0-N696WDW07IT`1zeiXQ`xTxY?3cwG?g%^2;c8**Utck9b{w!r$(a``#ooNCZ zj1aLA;4ujP@;Ir_3w1(Jdz_R?0X(Ka<7;j(I?yejUT+kZ@K*5EKr#^M3GP1OTw&t% znF8|42y*^YI^x`ZWJC|8Il)DLfoOqgd(PS3oT=dp+>3AZP)&m`dF=Sg%4djSo;D|! z^%+uvq+~I(o-n~Eo<7)9zO8gAw?~MZv{8_k;$&sNM_$ZVe{28r2|KGtA9LuW)9Vll zegA`8qLWXbR-b@;#uK0womD!pQ2O*UWY_GiYr8_x8}f$eVS3XSf;C_3A?<+gMnBKl zYY-c1#&5IAd<=EpO!9YKq~=8JJUs(%sWYUI7}W*G`iXgkpf zc}J5rVpOgg?!g>{o%n|DV$v7dxsS|no-AI ze$sS)zS11M2~C_x-6E=V!!%jw^^afn9SQl+w^$E%!$BkO) zyP0X!MX#nO+zaoQwFV-&_W}I7XGhdJF-S7mj1ilW#i3JME<*a3V(g{URkz#Tk7t>7 zBqH~}@$zX?)@uaxbCPGRVmTDLogb>=>%L3hmTI=S;CY|6NE(NGSUg`9_*6av z{^#6tC6|cFs$A&BZi>>=CK{0mN-~W(Go2T{s}uG~X_u<0bN2Mtuu10N^{AV=MG!jB z8!9rxwy~R8)EE~)G@f#FgJ|P+I6c!3eut7zB#-!gzSnv$|IZWGp{&QQeK~i@ymSo; z;?2jAz>X8}L=%Sxd}_WKsX}Xilo-pc!t^KI3ddN`C!dORJ(z~_nTtn{nAqz9{$*bt zc|3Whwr8I{If-gKtZJoteh)IoP@=?+PG%O+8UPueIoKFC%+ zIx2iyDog~Y3XP)7&!Ax~t4NXe-5p0wcaFOWZaYHN6G0m$yL_(x9l93MGu9ma$T*#S2U zc6HP+J}#G*2Z|C+G>HhfvkvxqIJnX}M7qt<4$^07^~rkd zLC1yDt55=CfGO;0Uie4p*Z>;chQ-y%=hMn(8g^R0&LZReQHrXV&fPixmANrvCM&X( z;5*D1GCK-EGNa2pG?0>e<(rd33sRyWV6tOx%z?Rqw^m%s)}NO_H_d=+ki}tRruRck zrJSy$Wq0s#TK(W_ZbbG0QjOt8K9AtspNwsYN?l`~P?lp1jx3@N9`Vg68ite;w_#TI ziDA0&i<+xvYM;;6IT+-#7)0_>{1|%hKhIgiZ6Uvuik?K0RX)c~nv%ornc$cMen2wa zo$y9~p(gxioP-mLtMr$gzTFW>s~L6LmrRIcRf~}E?h4-V+Lx{_a>6T#x|YL{*gh*o zG}!s3h14dZ!D11|&o^XrEuC6+Ymr7l!^2oV*~v8p!_nQ91=$zeOsCD|-{Rh!@Nc-6 z`m9kTX~)myPG~kkU)+v&MY@x*^Hqk!wQd&+5taT==Qd^wxk~;V`#qd$o!!mRBo0D? z<_LMAaBdvj^&rE@4rZ*ScMT01`FvaJ*t`@4am7mlEjQFgu8MgPrY`o}P`}qx2s#dJ|!?{BO;Im%1XI z6V0AFbq00uo0rG4)}{Zz>J;|LkU3^kwsb2jrhyp(t2R^JcT1-65PyFRWp$h>D zIrFLN|6{O%-$P6o<*EPiaQ%{3x^M)hmt`MDlYgl)dqcrzara4bqL?y<|-; z?8U?qo)u^#gSyM~=c9qi_5@255g()ZSXTbod9=TjUFCFx(qSD@Xt8ike{h@-mQh|U3kT# z<8Q?Cr|~bGa~Q^%bTx%M44CS;?yT;Cwttm(F|h*~zCe3J zrnFNI*b)-gX@dA(Oz(nczPJoW>Q^?7R;5_JhLa-GbfUn8r)jxU1+aUJ8m5KUj=1@~e(=mGPp z#0$M4y%gFZ{vq$7pd~)@jkA4^T}3};i}oZvlRYF`n23P7w>63*I;V4K!fkhR38rxc z$B)%kI<}t6(u9V`3ee1!T_nH5ZY{SO=t9QCgHhBTe1QdF4YtcdK$HqEiJwIC?MJ6` zOWKQ}HvG`h5zF6%rf+?L=oq)NGhh>WgW_1xAn-4!UQlsIl_|k}*FSKGP z9mWJgi$0b{wY)a)cSJ;TfhWidKjPGfQj59>lsj#KW?NVkMq;PQd|iP&*AfMBM@f(E zRcO&nmb=58%vk$Iz%5Y*b-5@<)q{X4P|?=zECB#}W=-09`csM{6rY2PVHg9}cw5QI z9#oq+(3u^7V=!^)pDchAXU2a7Fjl$hy!su-1+f0aWq(v7mqQn{;{g@&-e8>#G;Xf| zOLi4`Yvyg)Pyw1Nk%+|4lc3$4>`R8e(t|oplDbn-!rOO@ZN}+KfL5Y2rnwYSb8WiI{N2k6l3)m)BN> z@Ba*(V5=LtbPS0J|Bo6UMgS*5T`QrP*!v*LN}LGg))RLC!Zn~w3H~(GndXoG2r5e# zGp6~bUuWw00g!qGUIY2JMJvG&VFmi>QfNoE$hV<4`UEYtcCt`PIq+x!suC%wPUK6O zBdYbkRF_;dc&Bvih)%OD?RJX0!|mkyyaB!eEOo@Ai}yu{6TbV z-MiP>S|*LdAdP%2aTw=fnFU`fYd+akD3#YdkchrJ0kX&!M}Tyq~e zf>TSG(q0WEOSRe4wta-5YFicg23?++5+Bh&vO%}Ouz{?^vyZ4!TK66X%tIJZhqX*| zEpgZa48$6DcSY*QHBXpW0M)!8c^9?F{pNJb-(AYdqrgtTZahxYy0TDn8$(+ucI?!`iA09U z)5S8UP|!`F<|Q9#YuLIkM6ve!lymPGZIrM zr86>;0Pu4WjEWILL3pKH{2gSexW#cOMW8xA4W>sE3 z&3}g7y%o!8r}c{F~H zElU|kHoy0lWu7t4H&~t>FfsCzf))+WVzRG4+3y9A*W+vN)D4HumWZTfgT>g3d(vlw znbN+7h~{!6-4!BQoMtP(OP8AIeTZZO2&ym@$mJD#9_QS7+pI7jB9dDHraUxPs$iU> z=Fa+j^=%D_h6sxDJ;Zt3@rFT#l0wMLM01Zq>=ob6DlV~PKVvHMV3rEE0jtGo*=vYm zl*qT?!MyHNG3@6J<7BfIYW@ST`n6O}iv{UuzRi8r?H zi*ga<9U>zI?=`I{It1t&E(iGAA2QXbAro_nGnIxcfs%&=F<*&DlEgVhU+Ds)ymQC+N!h5;-&XA^%Z-W7P@|!QPngRlW%k8~+Zz4#7CY_0p z*qZqIwdxVf$^~544DMC$D0$-R6j%h_NAW+=1^5wAj+*b*mNW=Ue+(dI93mx~IT0&# zg^G28HAI~LGtO7VWwudlrty1lygVSJw?9tIOySV*uvmSHVELgo}x0KHOJ4OUfu|uGW8J@t0pdlWA;-Z#OnE*u^Nn0B}<#6Zf^D%Yar+*4JHt)4m zzyF3+OT;bG7gQBFkyu+>UB7oF>4o<1sF}(VBzpe5WiCt~zhqkze&xLmMw0u(^O4ha zi>JsM7MSrfX?D%Hip)m}{2{PuqAMpCJPI}bD$RB$r80c;t=}Xw3 zAmL3>xF8YqfrtELm}w0DnPr(*w#kG8_39TScE+1lVhBaIeFOe+ap{PZz`gEU^_uM zE=5W5^3wFk>H4~xr|JxG^)yaS9yyw*qOqdLPgZrUSSaZN*+66b-vQ-+H349{K6zvV zGwRMU@2p@9ek?mKhnCP&gr_ysR5gpMHN`B(MhF(%6`p^1zJMc_8tV4t`r)Zx0VHhS zote^=Sg>U1={jR1I3=&%yduH2&3^4HJjfGTLbX`;}QWAs}e^tW&o58^=#HFwh=@qH@%Un#~tB*fBdl#r!N_>V0Y zT9)iPsQk8j4`MKw{d{j+PGS!*=YdDq_+9*`mIxMZjyEiAtSQU17uK7h*wz{6+y#HG*aZeH%o{>Kkr5hsdf8<>78JZdtqD3%_1J-r303gj{^0sUwN8&g6l ze+Q-;MQd6P6lWm$CR61f7~t>oKyC85%Gn;-xG`e;K_1A&6Kk}sOpPeyS1q_z&p=&K z236V4Iy}0TaYE67ZJNJBiT`iWtGqd;bFs17DC3LKkG@bG3;@!(aJ2$Xi{E?x#0{G3 z&56G4zShe%vq%AQ!gM5i0B-hY$#Avn*+(nT^qs%JY6E>t8SnvLP-UHD`5FX;F1OJ{ zA^Ho)Pg0p7`2+o3RJkJg1AQ=92gm52_nf^rC_Wa93_WKT^1vCVKO$?^1tTpyde;KRLuj2)Akc&Gd4S5Z*NyjWM7^k+ewz*wRBRm9m&OV6yx7@Fg@A^9PCTl4j!YN&wN7p<}Ml0oL73 zf$dgzmcbs0YEks6bJauhM&U^bzNvgDrqB$tEMv|m!zoh7B^oQQWV4Q>;HYCFotR^} zg&?`j6-aITNEDe7!!BSY~940c84ceQNd$mWmKXAWwn&#Fo z1?zL0kvc>tph8fobJJD|bTY(nCNFyrS+{>Sn2!Kv`W;$(SGYfuspE`ccRUceZofvBf!o4;i_KN_3QPW=_HV3mxqT2t;<{Q$?N|FZEkYxNNOz3C7 za@7*rM|X)`ypeiUZbKpRugDlV%zccBqmG2^Oqtc1Peo#RL^Myo3ZDjg}#nXn#vUD6pW%cZnhiY|Dd;-^!aaKhsHTLJFdLVE$I3z z|Dp)RXGn=HnKWR_oALQXqT=PJqM--f3SJ52TG6|Yp!b+V>Vu`+kFor$Qw%~l%4D7I z!|8pCP&yTJ&n3`(=DKeDq`5`8wk{LLm>}#3gD^8}5Za@6isiY# zd%c>bxdX_)S9~2n&N?AE4?_n6O*e!i+RoNTG{4L>cZ9IpElHss--nDkkrm;pY1Wfk z5a|1{yn#&n^;N@tCU~uye4-e(L2nhm#57jMs8{X+jmdX=8m%@zY}=TK7A)Zbf)u%= zEqZQue41J(;cegVVla{pZ#+dAr8vyNDYaIPYnf4F8@e*E-TvRq@pmuj3r8!RGbWH( z-}ReZ$+g<6xLfBf8#x$=1l#7vqNs3EtgdV_*)M~hI?rlgSDo6t_TsH4!p}kUg7ybked0haIEb12*t7t`KxP| zZ<%};9kPD?xxG5ZI7K1Y(<-^Bv{Wy~*%IuvvQSASn(h4839jjI%qa`^N)?G13$W8R)|)#Wq6i|oPURC1hL zM*vEtA%v~? z{>2{h|Nf3G4X%lbOaM(aZ#5&Af29q!=MrF&cXsg11BrBXFLy$*(q*k#_Ipc)P|tT3 z(hv$?m0gp1#&F7k8gcPQ2{E6L00C?uR~z1MApvM&hoiyIp$Y;0S|2N|)}ac7vyz?H zeDdHeWX0Yzjd|epR(K4~26M2-b;+%b!ZA`(WZ0CiMxCMV1fo5JqQ>{ycXR;BwvyK- zri5J>bJ6ly-^F|5%?w{9blKJ|jdw`%LO0&Pl+htLT1XYSmiBt*7n19bWJ~^YwO;qG zL3NTJT@wA_>4C(0`>~-`yS;-4?B+D;J_@SrA!;}$80v@v39)-*nZwFobhAY1gChfdg_xQFEo77P`bL*S? zw~m!v;TO=A4}f^@E+Bquk@oGvtUo%bw@0@iL4j3Uukk2?EE;RBdV;=j9bCHpxnDqgm7oh2@ z(BRt-;$Xg6NM#pITFM;;yKU7SBvITzk_+Rltw36x(!IH0)*6qOQ-7OVD!U&EsM2n2 zEzqeRq+k96i|FAW$LRj>s$x;e?!&as-iMO2QZw?8C)b8rj-E>)w`m9>-{9_Fo9zoT zwjO%j3E15!*U;hYJtRH^gx%~-*dS!1rG*vk%sFkHvdHo9KG!2K=&`Ex!$tSi-2`mH zlKf7O)QMh`UHfU-n;+F5acJ&R&Gx)7M84@y-#$GkwYndF=7z>dmuk(KXwApwF+qbG z+W_D4mu7hMl(#awNRTjhI{Wa>unQPaDa>b!?d9GoV`qx1lJC4%6f9vQDHft^A0jx> zH-#lLeeXwUz=V^lDjIuCmfZW_k_SWgwZryBffQwJ zrCUw&SQ8Fg#&LKp`S1OEBu&RD7Pj3b2v~FENR|sO@-m^=TQqoh5CWja7bf%$wxf}l zm4(mC=@&aIz?V01GO>c;D#L5K?T=DN$rpiHZWhhd5i63-tfsW1WNLl!Lq7H{K)NrV%t3B)+fQvWF7cUruoth630-{V0M#-2Hv*=P zkcMOvhAwD9#>Cg1)0{}C{rVHkS@qXhWmB$284AUazFG@!54pBYA0$hWCvQvUaHBD} zp#l>d$WgeKVFzSjG}kWEsWHXG;B0D#9@YH}t>I*VocpndfP9#Pu%}YcmC)bnSs0t; zP&G({MvjZGRQx9t_Dcd|Qxtg|M`&sYxFK+#DS$a0sTas)4cJC9xQ973a+`TVrQI4d z&ok>b)EG28rXk5yk+!P@xthTv<&bOR=GI?8>|=_CB02AlpMs5C6pU#bPJ z<&=4$gy~nz#4i^czb8bpeI69WO#y;zhnA%$t3FOzgYQP%^E7dJ_AFba4D(!$;VV zRFc2bjU=RUGXI)Wdu#0^^UJYsUNa40!h_E+cV}cR=^MmUDXce#m@M_?jT<;ScS1v@ z+?dwav_8>Fj&cUmr?Xmc54?S^c5rfazwEQtN_2B{^b(Nc_+K|^AFXP=0Z;fmSiAx< z?2jJ7x%Agofp^BMbOpoSrl9xJ`v(N$&vs=5`O{o^+ctxrb}ZH>yy{`g911o+A1LlF zTm>T*A$(D;<#AKjgtN+*!A^A=T3o!mb3N*kk~Dm{CvY$L%3M*bRehAJ5X+~LDvj$3 zTgW`<@I%S2IdQ*d=_a>#cjnSA&yC{N8wNTqSwTMn_iTS6$Yw7hZ5FL%MH*$E-*l~xasI#&HPNAXMtW_d*cIB*PBa%N{2)FCJhsVIRy6_{= zqopLf!*?>z)%i2itqDa@P|@aIeae7@_v96L8Byj+7J@NV=G#)Rrj>U2kWGw5yYxiw?GM?5o8k8RQ*GKnjARYpbcB=gnr z*p}9HAYC+x-JeEc@1M!3@*!bgcKLz-phrzSHd@H%{R=lD`jor(rP8O}oBJ-RyH9-R zX7xJX`I1N!H!D{GOMT=S$&=;5mK<^gtgH6DVUuU7s_7*v-F`(X2U9~7TPF98YEbdX z4H8RL{JE%1A`{#uVDI{T-Ai>=Z`boHtShNWtmf=2){M>i^ZFFY>|C$jG|gzxWv4^z;rKym^a4uetAantfn7b*rr}Dj9w)Y3!$$2AyfJwH|?x)9YtL_h6|SOTiEj zJ=EHa**rJ%IPi5djU1RMPP=55h2LsoR#s(LVhej(b^is@st+gC4qTvF%i|HmEz54P zd{HO^K81{%y2`$!?D03;+3u_A;yZ8MGZ=VLu$FY|LqA|C5dT-lcOl6llq7gGy|Ay4 z?0TX=9(Ux`&m!W^`j3ckPOy$~EQHhwUGxkTuF{-snEy^xzjX$y3biVo@$+unXvv)fe`33@L(bc)yQFL7f*{;T$=tP~ z`&fq!Q_Ad?ZP|y^D~08BUh3hpe7rnjvpg+ReeT7!THakZ#6%a=a|?|UpdRY9loS~fHE^W^bAxb^+uve$h4@>r7l^V z_y)(l8)n(jk5T4=z(@Jn5hk9xTeUn*)9Q~j4g11|BL;(A!c&b&zxL&7bvGqpy~-z>Pi1vInL16mwoj&3c3heDe~@<}kRA7~ z^^^1m8H-=lk}8bmr~VWy!ZVb==r^sCx&i0xONC<3<9NNjZ?!&ZpFiE1EU|m%uOb#! z zQFi)taY-j5B`wpe8i6OO%@&(jG~3NBR8k3Zh4LC#EVYl?7pWX9VI(C2^IIrp2+z&% zi|SX5GJhU$E(mN)zOa_Dk#M%0k!oC6{a|TE7ZfKnilDBxaJ_ZrkhMm+aR+C_GDo zGum0Fal@I~v95yG=-&YpMf zvAhp`M?4xYYSE~w?;jcGWz!i?-*$#c}A97d_#Vv+G_L?XoU{ z6d?}t_@<7XOjkSeOEk3G71RLyQNj?oG>=3d5TdPFac{z4Ygw`eqN-3LHXzq~20vch zh3Qz901Cgp4QV+q9#7mFMixkvx(0>QdytJ-g4^*y$IHe}kT);LraHs;r_Uf3_IzfF z#6Zm#{J=KXSd|~kckNgI_3uNu=lh2xjXm~Q=*2Ej9Uw{V4UI&Ylyi+LitDzBR0Wb} zBl;ZaokM8EM5GdFAYjV^%_PgbAJ_>kgOMC+F6RMTZHcVm$8Fi}>f|BuMe{b$0F$YW zZwLE*G*C0f*s8rnnG=9*Rkoihq64 z=0A_r8w$`(s6PdQ!KHgyyfvpB0<2-f=uogE^9BIZ6}Q>~;B5PaQEiMimndTjmKZ&JL;;}k^y88lDYej$y zHp(&0$j9PEgqi&f(71&62x@ozuk8scZ2Eg=2kp--NE^$1eEOEfbELHwJ46{EM-1; zqV%N zrekVNq*nS>VnX$(2c^I)6fFndg=3~jJ5@Tc-=!Ivzdn#5Og5li2E~q&sxzNBe4}Ns zY9>(za&rTVIeXSI5ado`sU(&GtUpjnti*%+4(_!mW)RS1s!HYijKt&$iS^JeR`T?y zQn++1-;)c@)2$v1Lb`);{klKDfP_c#A{zAM--5t(ja*IMjmL1m{EK#N(+a-;`V&`s zwYME;2osQWm8iL2J8yFFcp2?vN`=2`hJ3C?^*9KpGh_)4e@#}{d?K6!mdy$7udsRn za>q{^gdibb-F_lg_H@3}q4FveR!gG|Vr9^OdfYBC2`MPSOvT$9WJE)B2@0=}042)T z>LijU^ucA4zId66P9(8a55HDE5cGWmW7z7%d|qr{KPw#T?Wl8NOyzdoS}s`j)pIpf z!zd0vWaVR;D-=ia78R|>8N9-2GZpnp2Z98uo|-OzF|ZVFz~@p8TZpF>KjyqPE*AW% z;O+h(Xo=?HzL`~z!&f)N^E{C$fn%1CTz^M{MLD@%uMk#f&l$nHR5UkqQQ!r68eWAu zjybey%&=b?gLBog_T}Jt*;zqjyp&!R(Lrj>Va5O4AqlucOPGCH+XQ|m5YB9$Oxjw) zJ4N>Lgk7n58^HNLxN>d{1KvT6o<2-w|{4SQ%>rI7j}P3Kw&>566-{dW5<}fB(uC4C!j1{gWT)||UF*5&hxLV)35!{T z*@rZC)8~X&>6Pn-h{M8OFi92pKlta@TV0_HK-o{hO4ss!m`g|dx?T1>Tjp({cZQMicBFoy7J4`qPJ*dpiz*Di+9_oyY-!H~Jh z*Iz)!f4<4VvAh<|Zd+EF(P;rN#n?JZL{t{Di&}Au*cTv3TKsmjwTuEO!Ly=)N+^i*}@a{?lTk>kiBeQ)H(>84l2i zuONvK@_jj|ygdMt~ zcP9~t1_9m@mpqPtVN>Zn#WD!IQNPGLqquL=RZ`RsI$^{-t*7P!>N+9p>QnkCNuFo=7bN+$EU_a2Ki^Ei;7@Coh~=Ud>`(rQ)+qVc zW7%iA{P>Dd`y=HD(T7u#HZXP)jjcT2C->4iut)8g((wU~+%3<8og`!q!_5k&Pzvys z{=IZcKLHT{x00g!ENNCEVgy24W~eSXvz5JQgL{cu@1M-^AgH6&_y*$``)wl_O#m7(WE$OEIU)hNEK8)JpH(Pk z0UI&}MROtS*5n!(ahv)4`*7sPwHuv^M#-mew9YYHPqhPgibjltl<#)k`|;ntA>Iij z!?^unw?_2-^ppG5Mw4BYHmz`w!$=54aW6FKA~t9nBi-;F4G1yiX-^dUf~It^v%aUO z3ISrAC+|qZ-^Jr!E5U1(S!G%*?8lD9jSedy5x8(*Pj#^bAC}nmblN)LNikKyu<<%t z0lExl9{Vq6KmP7pbj23@;IPhaS z=MhYpIeb-Rg_La2%RVYF+=cKW)Q{?>z!~k>aQbFH($bHihZ5-W&U2vL^+i2zC^M|fwO&e^c4yi|LUPNf9ZNxHMq-{{ldPt7;% zp?}`p4RNxXSboDp9|9NHEC9=6(xKU+TvqBmmi%|97hfUuh*szVT;0cF0_?-j{wqwX zXab;b0G|1qosdN0DSR)K^VuiCK(K->nDG0bPQFC)ZiT{`6Ij()l$L=g@f;`!m{=F? zLceGT!5-yhmVM7ZQ?d+Ju`IZB=zbVjs$fYkHcz7fF z38|~_Kn@nLXXfevs~i9|LcSYm7_7(@+fOKgt6gX;7;EF&HoSWC-@OUTAD`xU?r18u zzd4o%c~+nUwsr-rE=nIOLCS5Yw&sA#adbp$*DLP$(MN~+9mi0(@&ro;cZ*k`0&g%x zfz8&}5jl+9x*8x!b(`g9rG_HA4K)`9d=PH2v-9oXE;77JJb+L!V7Uy@3RA&-Y$W;sRSRU5na zU~jC-c_kM@2avaowhb)8aJ=00cnif}_do*V+9~*XG0^aT|9O4RIK6ehS%WINBBWjB~#t=Oxl`lN7-uuLu z^gkoEG{;|PTR#fPqH+3uPvaHhv<T^JIaO%ANgr@4^>zajJ8@(BK96REsK#b!Z&f9NF`SHz{uNxd%w3l2+0s@=v z$0k-~Uly`Z`ro6OD_>3A>5pIgDWsehc&WuY5oaqJF)7$v;O)gjuE7Z)KXbUWikT+o zb-)GvYsUp~PCq2V@LjAnXuzXY&J30yExnN=u=AAsVhkpSq=m#4ZgVjSv)tyH1_1Y+ ziGABF(r9q6T0iWD4oW$?Z^_1UN8600dkyw$ha);f5Bxt~&?Gth;wP|tXP3gdL{o5| z2R93L&n*|sN7jK!K@o;A;7|md&l&4ir+wZ))eTB^K#9?NyDJ@t4^|jeP01v2exWdX za0>#xQvzzm%5Io1j$ZRYTqhF&vYMV1vc1#gs4h!iF3cO)2w{L9ebZ*#!L_3S{IMqK z<@0hz640n~(KzS?hK@bCq-3ODZP?Gos!G{)_93J4Xcn;k9^RKIJKr{dQhH?M3>0Z(t+5!x(j?_3qVR{ss1;Mzo`}3; zcvZ^}sU@>B$`V(A#VLenKj&{t z*5)5`Fp(s^1}SAROPLp+qUpzbRc{HrZrG$X?ldgd}oDNp`YAZbTW$ULjj#@0}54B`Z5p={tXY&-=Xb{_+0t zyy70$b)Dz=JC5T#j>s~1O?+#kM`F_b!=*Zdz&3G zpjju}m0l%iyX@E%w`KaKC^aeBbfgacm^%|pFYP~s+IrGUA%{y^7=qIL&uUwj1zY1` zdf3AJp1(fTd`yFOjX8}ZbY7kkcdqo9ueqb@t7CunvQ%f43mi;qKv_ z6%89Dv-r9t8NBCdgsT%SfJ=C9$Zn)kff?sdSN``O(47Egp#9x9TZ%nH8eG!e2L}?H z_}qh(_S9732a-mR0E8Xjc!m+f9|_pgJAiV32-yPWM$cDu^G|XK|NYL<+iiXXy+!QX z%2jR4mjC%pDaE&1sQMAkZN%;c&S1W=2!J=UsG59q&$T_^ErpyAV5U)P=H|M$|K+a8 z0tm<^JiYH4J$L}99|JA!{(s*51YYC9Nwq!m5c;BY*PE^X=l?8(lqc>s^;78P|9ckm zmQp^js+(>s5xMUZh9k90@Tv1ps(PdLwp{qyq(ILx1#5anFIe(ck(4fN0lo^J$F9() zN??9FYFoCNe{(_##)Pd~Dd$IrOTdwc1-yi;avw8QN1)LJ&5GO8hTo9?(J+`h)wJ!r z+B*l)al^5o;St%@XV)dw!R6l)o~zP1WTdQ%!hz7BT#hCT#@t(@Xj+ z`Mo2TiCZUz;U#QQW)l(;oV8*Mv*`DU`+@=X*NA1@=X~C0C>)~85O}b@0Fa$Mpl(jt zKj9Lawh|=|@b3OBMu<?upuq1>7z7zw;!i_xXt=gJz;- zX3>QN*(R#q2G(lF<|)EG56$8k?=i=Y6wxpUA80?-C~^vW@s zh6}~rF$1T%5_sQ(!(GoMBs9YeMZo6_b?!wysk;CGe;tTs(OZ_8GKRx)wo<9uE{vZ) zSK+Ag?M})O0?R7-Dzu$F1j(?ImQOhh?YzFX8E3=IBn~_av;V}2gNbiB_dJPoO@L>9 zE*<2^rVATG05q({DF{8v7f`2RC6FMXCupY;yE}v=Ca$oOH%rq_K*~IXLLp)P4k|vo z+@mgn=AkOM?0?+fKsSK=FQFW-gI2iOVQK#iSpD)4Y7v3Y1(eVf6M&XYTL2@N zCCCU{`+hZ08J0wUgtNQ`XePBu^6OV7L z`=J?&4p^arllWfN2y6#{zO)&M-O)5JkmEB@I`CX+>gc(C((S{0?!#&9pK{7NM4^t8 z0zAZ5ttTt$L-TO9*}9>u9Y4@KofFw|)eS6ax2te<;J}arl_ZVY8l}HqyS8z4ycJ~V zBfxfB!|_A_Gd^7vMP6jl@&s}2AZF4?&W!DaT+IdBwbP1ktyt>S6Z_yCjlB3~%%8?6 z+l#r9(PE^T%mxzc)%y#1RWP?V86wi%EY>bmqX35LI$spnj%34ztn4-52=kSIj6BGI zVANe?CQ4%w?4`ePpP$w>ss%_wi2daWph5i1lgn2f{HzI-qjd}kj5>6>)}$0Azb$|K zC}aSfxRI=RDTpqlTyy_zV5l&^Jx?Mkwq7M2P+-NEmk6tx9_jW3&mSO8l-FpiC_em~&eZ5&az!ese z)jJbeUo61#gf%)wdqIxW@38fk2S@fk6xVS-%;lrj=(T6-~mu_ zlV5g1IUYUp341n_E4Z%8n&(?w9~rt4PR?gHO#KRX40dGg^iwck`|D1+R;uW3ul#C| z#m>Qu_+yW_`q*=bP)RF(Nit6otY4FH=O#jc^_7ch$&!;UVgldAbrH8_iDKND`uS;s zX3p|jm4**e$mci>lq=?RM3HNIsdigSC3Wrvy7Q-S-H2AP33Cd9u3#Z_ii9msv!5uV zL%nD?WUx-*ltN(Zw5f(}TIF5B_eUwGS+6BlX3G@&28XWe=9_p2^xD09_UWJ|Wo==f zHfvT^V;?MWZgoNoD}P+{+gzZ?0lvS}% zNS$u+u3E*%*1`oLE%)3yPo|yznC+|GtuCww(^uZhFel{^Yex6Q^_u8UvG(MxUU@tp zMs)W#q3zQ*YF?+h{e^c@9{3gw+7z0qyl5i(d!`bRGx>4n`?=BE)0YJ`ZZ^fWls_FD zJMYPzr#$hDaP%=@Jeb;a$Uc&J+?b?nz$nLPQS|*$OF$nzqLzNp*(B)Jgp$ zTI~nH-RH!cY%qczb8e!h>C8NPo=@F~D~K~^M#IQWnWhL}wcfC0RccI6k&m6DUL~vI zfFsXx!u)ijApg^6k68wErH#&AKC@P*1p#Aa7E;;^W>d!|&Rp}g{`*Fse*D&LRw=^a zyL0;8`xqJxWn-fjnMrlZuI6=$8f`AE>phkE*X`I&=okIWE&piPSeCWj&AE5nh?T_a zGUu!0bm`epP++9u7wPblheHpL!v*ABPsx-%Ciwe8!-!l?Om~CdaGY^{-*gxrfQx^w>f)x_fL`3hhhohF0d zgJ__b%6T8RzhKfof8OL0%co3dp#Cbp^PLg@pI>DHC=sI&Q?l>ZQVHNsqBC2ZQh@FM zd>2N++!vOoG zHFKVV>8qm*(aQV zp8e_AnW56fr{!-Wkn56zEvbOQ?Gf)efuApf)J+lW0UGJHi0#(iqg6C~WMBNzmc z5YV!5Xg>ov!m>luKziq%@&b2VHFzMIN1T&gd-?j|Pzy}Z_Q9tw76P)`=&u9&@}P}V zUKG0Ihu-Ao_;oQ8_BX(o?f4s7=IAO$XpuNi>qt07j*zHG`C`KC~} zU{U0@*Y?DbEZqXLY=xWxP4{_tbD}v0Ww*}el7s^`^(cB4Z{H1cpZI1pL%}+LFQ4VT zzW2)i-u>mU@ug?{J*0r*y(K z@J*ouV+(-{_oyaUuz5ti{ddptERsY*N@YeGkg%IXp6O7A*HG)qtBlwGkxr{e9H$r~ z`_5j>+j!5kasYSD8wR&eLTv%NYn4P8HL}6;%Sk9URpG}oF^`fe*v1-sZGDYX1H=Qs zH#l6d;Hyp+sK5ZNG#SY&N()g?_xt7j>q`UZ@T0RkoEc4gT3+j>$Q{dq^2~Dh+7v)2 zKZQ~Q)(rMN!qZ2*7dboI!g{9FY5y^<#tss>ed(sR%|dAj%88=Gh!i2|CLFs5dw7em z(5Ip+zhqfF&Q*S&+mvCHG-a{?(jeVHqr1IIMW~zr*$GbB8n3OCBZ+^3uS7Ns)%UeL zMpTdNRngFef5a`ZPdhhSRLzkGl6=zimF|ZY!qRHV&cG$yS87UCi2SMhn24j4?tK6T z0?f(|^jisX4Mf$;Pxd`>^bPwJVZTEY z@qwIJVphGPlg)PvTxAd~J`7*CB`_9lbi$nsoShFey@K2-288>;58L7SoL_2dn!9+V?92+9->_^AUx6J-y6{EpLw)zT0upU_=(@p8m~gC zf6x`0KsHMfQ8N_y5xCow1&a-{%@GJ-zN&09>A4 z%M+$0L>5^i=kJo+bLw0Eg(8l0jeBcvGbc{a)VcMnEu7vifD=D6*h1+2FGxNU0J$;B z7eQX+@SckeXi*^Ek`#aS1n`^{fk>GonuXFx;g~%F%dI&O@q*Hmk)~xbYxU^f8-cEi zAob;}T4EVY(?dXs6dqQ!v?Q@Y*%HCU@aUDza%&xeMp39KLI0Cqi?XK@fRi4O9#CCB zq*v{U>DmS6C%K_?KQy(B>-mn#&pJ(m)#9J}dR$}S5S;X%kz@~wLYo>vTn`8y$`HYY zck~P~sdErpn{-BrYse*s2Prp)P!|9Qd-64}sC?HDWR5xbi&l{jLsjKXm0z%E-pkBD zv!Vg}8&p_l)YiX$%>GQ`n{t;{#O;RS>Nb>mK)w1FVaKEd?e{<^ppub1K`Y4a7!w}& zjsc1Ng36;mRkYKvqX5P9LEd!CK2gDUJ%^#NmLQ7qM zA26G)8VE)A^q~m4;uk6o9yRA1Qc&z{YuL9dgWfXF-87Xg)i}+-?}TS@o-3R#1j}F7byCQum<6ybFpE`$yy7_^C5OVc!G7688;Tr;bCtEFJ|@h<#Ut_=?ne$}cP4>e5FYh_c3>4Y zY*{Xbcb-L09P|>F1T$a`5y+yjeuq!mUTHYhMt)B1#Gc z#uSbLJlch}qd+{eev9N8Obf38)Je;ZxgHDCb5Sg>wLSnpE?EjAd&x#Oa~zryeO<9I zSdRY_RfWb>*q%zOX$1Uf2%fP;kl&#=vd<$~NZAH6Put-+_;2+R5zq`(0KAq1`x!ue@or?aD}5cnJ-vmGH8tSf%V#P^@H>4wCV*$>Lf9-& zwmbt`&0qgint;2otFy9!z+N=AAGLJfdjKP3@hG#E7hh5~Pm z{8BGmD1za55R93_sVfvs6x?6#5S+W9eg4QLV3FfJq-SiSmLTf^83&{$uLIVckKppQ zc^!A{z^q=Ta3)a{M#{+`0G1RkdGitSG`1kZ%up~~zsGp&zV282t0hAS%2biza z>e+>G$~`ym3svG3{;-isOKaR~ml>F@jiK#aUBGfmKtN?pkzB{)<1mz8E3N1RX`kU1 z`bU7l{yyYViUF42VQso)g4^ww$l#+H6g~!EbLh;>^k=|h1wyRhQ>@#O+{*Z)(g7=0 zY-27r%Epy8a!r82GcPadkL#~tlpXa;UxeX)l`4aj1CAo5v;ilW!3_8^uVJpDMK1VX zM`VbPdPnfya`?go$~vo)PB|7;^v`^78t|Ru7B&vLpjX)4Z8HoVF8=;nD{9}99DzOA zJ3XJpcfLbi%mH%$>q!T|$Bt18_d`gLIifHwtpZ3r3ZvQ$a93M>{wncqE2wK6;8?@s zm!T*M)4UL@HrEg?7?#~)n&dt(@i$QK4UAGlitnR3s=nIkdy($FpZN-rX}!=z0#3{j zWO^o8>J`TiF!K;@f$CEGsRPp=9PqRIEGo zfRZd|_q)TGTz8X5Ryx26Q`o#p)Ep$R5XV^!>F*frBlpxn2ub-2NS zR{9dz`1u~U+QZ~S$P{9dP0!NL*`HcJGFl<38U$-j*C&-9W&>&e$A}tSmLif$amO!1 z>{t9R3u|j_tz6xLWDjLm4s)mpRbtd)$*v(J4Lk|P!!X{V)K0jHYSjnBq_oJ^D6-vG zCnpB;2wewuuH@XS-&4Z9>y%AA>g_-_=);xwUX1MnFXwy0v_5-JkU8G~2HOn+5iRWX zM~LMoGIxTuisq{zB_i+i7~PeSdF*k&`856O87?#f@R_P!^B*VN`|;=GQF9W{5Ze$j z927}wvwtG5&UqzSoV_pY(weFwzTNDAdmlx&`$Reqv|5GpR7@Pjq3ZIO|E^v9KjpU~ z`t|ekg9Kg)E!eTmh>GvG&+bJ`!n<%+L_hPcRL-lIzQS*+OukyNr%g)IeKO6O*eBRW zHwfKH7~3-hlod3C`1U;i@Vcx9xIA2p%uYCf3VE6Zl z4}X7fI%NXDRRYMfUX#4GZ)x3y8Fbj;;jKMy=>YDn1n6wgCqCbO$7k~m4P20;VuJ+j zIpE%aa?hC?c>cjaV$k~C#lU7b8|lJu_^Yx3g`RX7DGdhVT6xk!mr-&znuf-}!=EDl znq3{7;cbAWG)falCIH0Y>d>7crBdUvTQ8NdT(xMj2-h^pLuq`lOPc*QG|YR?+vkKB z;Ge(@tR*i=ef$hwF;nNH>sCTVzUIU3EDCsj9@O?9xCDrp5y(Dq_JB_60G60WUxDa) zgM{{p?vn&aTCfP3x(bk`(P>aBqJ)`6keIKE1~r1bRUZ(cMdV5djjW5Y8|L1vnjGMz zklMDfKDjfv5~f3*plf;IpOBrn6U>i_;p@L6k{W2@(7mG-$3V&bE_5u-SZ-n9Na>tj03QNwA>cWKC6S_n^HE9IS_p%D&#D0 zBO@IXGnm3Sz|C9$2c6o6NoX6W9h9IjXq4+XW9+#qtMTL2vs;fOntl@+DXfA6M>N`f zMoycJj}$!F4ByM7ZCH4vb_+`USmZ@6Kmg&qZ%W@qiwz`pwbK`sH$pWXVWLRVP0MP` z-i4!*Jt(m@J;kmn1$^7M;FKv?ALase;p~VgSZ*u=EBppTXqH!I_oxWwl-_EkR13a} zR3HZDM}{`eEr7mW72EbTN?)CEjSS#0VhwDAuSI>Ak(7hPii}M&FewL6BdM+_pt?<3 ziPD5GW1j&q#z9!~xg1I(I||{Vgpdr(nx-W97Mwx`E8bUZ=zi2 zZw)Hu+PWNnPr2T8QZKN~Y+dHWWOH23IVYp;D1*U~$pSnWX|^aQ{i~lHoF|Z2#|?&p zQ8Wo4GZR>t71uU0VlO@^8ddOk=@Q9FGac|xhB4omudT{TQ8m_t#A)q*L%gU-kGK{` zIkTFSI(-K6strh%8$IfvV9@Gu76FshpVuI7;$}~ZwO^H@iK4IJ-MN<~7A+)^)*7H_ zVUzg=9eoSqS5oH+<_{bnz(U*+m}d1W0y#ZVpGaq+wT&LWbtc$%3T|s#w72i|bBeY= zctY+c<2Y1pbI`asFE4=q{O4a+iQ7c(f`+avT=PnXlpA;>-gy2F(o@H>c3^4z`>f8K zowOHm;2RLP_BLhg@_mCNW8C;Jhy)w+VdK7V@E4d=H2D?GUro2~$gC{L?5nur)Hh^7 zvVts(J?{Tqd|q$?q>fdoQ=<>KEI5Byk&2NdY^~mwloC_Kn8?Th62;isL+Lvtw+LUg zXTUnE6Uhtc#gDF)z{b5b@vFPEB+9j?S~IwtM_pT(Vo-!g4$Kwwqj@ARU<bc zSsy;FD3!*-DR^p@>J*H64!!X>Po|%hwbLzpg<6E3p1kr=58g~fjPVAgw&z3UuiR;j?(EJm$@?C?r=1ctw_h7 ztXRXYpHUO7I@J2GI!(et0X5h@tP#q+vn=ks_V8Mos~^c7IAvJ1zZL{q9~5(D{MoY_ zVh-&oyG(+cDP^|2G(qwNW|+>R%Z~--dg88PRzd8mxpiYc?uuxp(YZcmal0)vLqX3P zKgA;gaT{CJih_z32wvhiuqh79@y~U6;iflU6u(RQF{a*p#Y*u5@|t>YGe0&bf4Vni z$=Bl^$3w%)doGD^D}VQ7`uxtCX?lTT{7oaJj5W+12?=YP@{d4B_~rE9D5hi*-KUS~ z@5pCv#}}m~oBV<1-U=TJ z8VTh?9ti}Q5!54I@V&I%@wHsrXF_DM`XZUDc7{o!1u@@)ab`xVTxJ#a zvnVNFIX=lbd(4lqooQocAS(Z9jK;XiCOB4K+o_WIgf!qISk~yEf^m7Nw~M~1*&mr|aI;}Cm=cL5U(d|S zT`Oa~p}BNrsD(01*`df^BTWco2u#&?{jEcOKw)^bte7Q1B_nN6j0wdp5yg^V!Tf7o z`F4Me(mA2WY9d3e(!qNwL_YD*u3>3&2~bGZx-K!~kvcXnq$r7=v}7@IUiS>Na12#T z3MD(dqXDC%9DpH+io zbNLkwoXeuSzYS%2ZzucN>W^@fO<=d2L<1WumxK1OTdFtlw}%g#QtQ;7JUPo{Pmhs2fZWF@WtbZ+NPdUhnP@-*)7Yt!OC=c@x5hkB&{_ zOi_C9HX90ovJ}9^QALd#LaN>#vo1CE}q_IW<+ZZ+Ckv zFF2$XA~W)+oMr}=ypI4|{c*VlVSOJ6!=jQp0TbX2%s(3IB_4G_k4K|WN*2zm#8>ms zyqEV8ESXG6+>r5l%n~Tk&wJj6;QJC#fLB0*PquN*{lqNw*;;9MRIYdND)6dx)9& zV}BtYiZX1}Lw+G}4tYT~^;F;UsF{xu_d+(5fYMujuQrP=-HWQNMgRY~%IbXRnyaSB zu-<>z%GQ6_N`mXih;;Mo*l3kA@Q`=%MxmL-W-P*T?Tpj~ap`21Y;r9T617^XA!|)+ zu*oYZ?#DB6(2~3ML}E;rs)J;|FQ3*hY&xG?C8O4e&=QOOL#ySvL-G_nbFT>YhO&5)+WfY!?h+@_Jl^(+xrAE2)9X6p5!k+j6))tJ{&$Key z%V#55A*{Jo8YH|g{ z{!$|YP!1Uz1V&KxjpP0v`gE=n!#ipniJSLX_77JyzERP}Q4CJzG zWytsj_b)kn)(^C^3@hM_d}I`q#p&Bew`$wYw)$5<{Uo1*1 zS!a9_c%?xEK9aPnX~em?N566bAA)aytH{4L-&(s;4Zd46cpjkms_%WLTnVHExqMEQg}+kj&3 zjP{IFLG;O~_Dc=vd(gRq_=`9=wd+{tSJ8%C;f7-`1s*9B>9yz5kpJ4(rCG1wir(Pg z9rAt1C)v1fzu*8)MIzvkInwX;{c&h!Er9j(pFFu|eEIXQ=um|9u$UFS9z*KB*LnbF z5>OP0R~sjM$5LO_;?Od38%f*07C=q^VAfeaeI~yXWNBs~(=LK`@L_i|&ubVe6G;gd z(0>*4nOWJeAcg2>&_i~a%@mIMv$e-x>H-JAGg;6Xw7qs=ecIf1LT=Uoz9K%+#$3dy z$jp$wY+##NvHC}wf8+f~zNycg4O#3E+P}J=R|Im}oqKNg@4+MucSGUgsh4}-;0gsAX8q&0S{?INQXVd99j@R zMICYsT$bCciSyS$z?{iEo=6lDDJF#Xw!&$B0B zOc;e(B+@c+FR#W(_h6R$VAKbtCvPK~76TbVSFD%@jR0+myu@XPOevtW4uL1xCmb-j z=-RNxP`w`YAMt?4SoxeYU{3-;si5;12DjcD@F)SJzl^;ZJ?rrH!9lcS7Z20~LUIt7 zPW!|+)^}2t+|U9!Ef%5m$Ef>g!`$U3XVAwlwDh-WH`VQ`NlG%5zEikx4Un^A)Le~U zsZi5)foz%VkuDH)_Z-o<`4^VaIghMvH+*^R3!jgcYU(IuU9)!K3Q zsbgCLYz)3G$i(C6n1JRrvpk49Eq6`YfbT;WF50i}5Et{Bi!(?a!$@{6D@DKj&axvq z;N4ntLu4V)0uza1n62Eh&lKb_wJCFl8EViTUnC3n5HucpAj@uD#(=xCyD`L=6rqK) z{`>v)+UMXNDtDWXkRO3rXntHaX!IZdMa1s$Rb>I)ESt4+58OG?ey9sK)y0os=tAC^ zREJP3H2Ky9!wec%XSJ7Or}Myll!0}-9xcyonCMT>SOlChc%lfBUeI$t%Q(B4?^g-gkNr+$ zX#l!~?UceG8)YkIoGCD^78#(%oOBmr@4=}AZDdZ3%P?KJ(K31lb%2}KUWvXyntYEl zGX(b_z;O{4pG#2EV?)9qh21l?<>w=+)H!{Xkh5*@I27ovKl{o+$#j4%gE*jkTO^9< zZCM$`3AK!=uo3@tT(Tnv(O$dAO#rDkHX;A@u=8zd>vYPh#u%M1dG*QTIifi`K6QX6 z&uJkliQf0p$nmW`2OCK%IHb&cS0Inv;>4Hluw5J~P-p-R*SHPZH6ywbjf7q~a2{ng zJ?VrT`xF8{_fJ;^>zm{hhXpB_KBb6}FIpUjs0hqsj{>4y`Ss3x$L{Py}Re9c_$oh|g?B$*Z4JbtOB_PXDcrh_l}J^@t$&(EXHO;75>g2b-t1X(~y7 ztvLq3aAas8^#;bfzMa;8n6)JuIfC~Ipyd;4KprxYbWi2A?*%vqsyS{Hyf#nW!+f}r z!^gW5Q)^}YjPQ-7jrq_SIiq@+w0u>NHk`3s!$tfy($>f{+?zV%7oAoJQM#<2 ze9n@cubpBIGdmY~=Oz%l&dW)I5^U4_EDl$GvbFPJWs)j0;_@nEYwa@%s^L3I!V(E= zYNaWiy%wpXPNV9VWhYI6Q6($PTG3phVvoplmRo`Y4zEK=3b6skgGq)osDIl<_M^wL z*a_;deXqihpLo%nvLjYB56$|ZlDL>Yaw1KFr#^Tse6L8GxLJvAsXir55LmmdsFp)% zs;x3=c9~g-h%S>?rTpE@cn;k0yKK~IoIp{D$kD1dmk-!cXVe+Z+|x`z<6My( zw;jonS(c$~%mqD?j$52*gThwtHxiR)m~OvgmY}%GwY0{@xlboyfi~RTmsP)Ip8lY| z<~cVMteLhV8$?KLPfwpQraEJK)ru{TS_~F)Tl$AXM>b|aWVdn5pl(C~^9^KmcJRU_ z!9zDa>m@+ts(XpVhr+l}!0hnv%AQ6EVNP`#QF!7&0U|0-*@N3xj`~;JAiiRL3*YZA z+*BmdBnc$>Jlw$QW^`R1H^7{qQnu{RlPT~mRH|sSOR&)OIPaa?fk{qVQ75nt((TZp z&#y)FIS9~-gBAS}8uN;e&VcE*k&#BuK-8>`gN#_>h^cl{#9sPN@*Dn*_aU++ATi~6 z7lAjN757@5kOBC2*G{$>>ACzQW!+aXI)-dFG~@eiw)!m=s9(>Eh&Z4!#ep+Z)*jkI zdcJ_X=CW#G`I_+8=Iw#7K@Yqzr{r&By;=FA+Y(mkxfgstFlSOK2S0sp{lk}3B_Amg zi_V8D(P&~MTyY=aa{dk6AH-*5p$mw)apIS{pt&i3P-ErkP_wMfJ0p@-^1eFmmxgVn z$7^Bc_*mqu?56baLPee0($bghfop6N=_O>Xl$=!2x#h!Tp*?HJ5Sd6GBkXfia~Ig^ zS$oC(V;+>~59_R58bgQqJO*wVWxlve<04LKx5$B;Ow&AO+5UKsRQqs<N}l}_x%KIJ;}ShZ0Ekjwigf~X4OQS zW1DBg{2sAJ{*7ZJ!Hz%t%yG2j;;~naQG0qk!f@W;=YQsYbEWqeSGM5Ba0(6{v_f5Or8;p`ec6Y0F ztoH79Nz&;cB3J9#|47=!0B^bgC%C(vp?ZH~lZdXC%>8F6U`Ej#)6)!{dl4wpuI{45 zXqrW2xTVQF?Y!@sIpCcDu$?n9V_46bxl9DJz-ur)Z>*mHs3r%L8fdp&*9kc~Ak3s- z_Cq!7c4whVbbIe{8gMx|oLq_&qsoVP6EM%L(?imR&i!A|&VTLz^S~+452DBGpx!X+ zg2nluF_wy9n4FOiR1CYC*a72bA;-xs65wkc6t=O~*d;XK!aL23x@ zCMt8F?ef8Cx}opSE~R2R2jaBP&yXUJgAc_+gSHZr-44XJqdb+f zF9bX^f#k~^8D^u|84NF~9{<@+49MFB7vKWb5#2){_TByfqf=3p)~;{a<1D)^M( zYUDd2rFTvIy9Hdjtq(-3m$$$bX&4AA!)=A1=j$~Wn8*_K%WuyOEkq8%fRYk@L9e$D zRa)?iNd8!Z3<3c(ql5#xMAlb?#Q_NvH1NIy#>X4i!0~23ECg0Gyl}WVjOj@EguKr( zwR7yQiETzDK$@^Nn8s}#fQjoJ;tEfgA9D%sCZasR@AzS8GK@Y0sY*!ST@ATQ6V1Gu z9Q+~VlSG2FsPc`3dE-%I9ldO<{f#Zp%zS}< z%-qWu{OchRQ+t;YuH3gA7ue>_^A)@sqq5%ciV5tusQ!{zif5|IyQfF zbPSIjNdgE53J(*VEtYeq1{V}GEwRc6@YW5U9tdGBa2RHR0M4DD) z+amq7XG~-P}%UnzRWw{ zWS4F{p%!05*y~Vk^5_Q*fLIjaWt0J$GGOT5NF-0Ds=s2vY%d`#yG&c+4t*o;o|7|lj}0ysg$zXhda zj<7#P0IjUUm}~#9g;OG(5}xeHzIPt}8NS4{?^Lnljxv(gp(-HK0Rd|3sPZ<&(!ZDwd`95rJgK5W!CfW@gQNWLtX z1yPUssfu82 z97r?Fbiip$_1T_zgf2fAy{TYMNwY6d)k2C(tvV62(xdgU3 z;G31%fEz`Kth$Vt2PFlZptD7HJo#>XL3kNp_3Z;_H3%(^E7)8E3mkMtB!7$w2Jo_@ z0HL5*8&tqJ^Tr-PVN3Y!^GbftrKXdEjf$hPla!cuj^DkO5{_UkWC#3%Etyy@hl7Mf zXqL)?0H=-wmw+hn3FGXulzOJC#6igq6y?-z2AvDMa4rz{kiyBAzwe%Swwty5!Q+Qp z*T&*T`<=vBKm1#b6Ed&A>deSA4?Bi*6x9Kol^`TFX1oRlH-2R3ZVvyasz4bXeN$ zGS$b#7~tLG^J5!-19ny2RMBs^B_)ZEe~_LI*Y^Q2F%JC41~m?|C@h9;-y@%*3$}&t zgD>ebkRRtSp0(dVCP_5+e;(~1V8*^x(&W~l7WZ_Q#7@QZLbNRDm02K9m5fKl9_nbb zGII2eL5|UdFsQ3M4xf_(Xhx*zM4_i#OhneF0;#o{w;_4pIOudeh9HcA(zlf+sEHik z&2qIu$Wh>i{@4B`P@NFG?hv?+1*ZAoI<4&m$ZAOop%%M)`+&zQK*HhusSqQL7Tw~~F@D2CZZ~}>&W2`gLUeU9P zwX6gExHjho3cPxFA}!nI$jSLMtl6V-kxQ@Jd4dVB_Spq;?|xJUaGN*!77yyTJ=47w zNWkiwA0PKFIl<)(uxx^KfyuvQ!es)@ed09RtRpOTTPK^c>~(o-m0n|?#uq;hcX~Rt zd$Jj%Z1=p{tB~s%^X)F-h3vAgchBScN;2TUn3JlGl)H?Hn=ow}r%Q05$@Ga=)+!7CrcPyW)1Fp@c6NLkUKu~0n z#$mdsPsM)WFy=B1MAaPP)tEW!@Bs#i#vFoMO8A2GKg->Oa_k395~~QHTvA{h+gO(q);fVKzJ(@hV}C%0uS3#sp#KrOL^18t@Tb23Ow* zUqhK+tAM5K?>p@rj%!B>5e?b95MC#nD?*>WH@&W2EY>u1pSSQQE>-u`ZJHgq(mP`y zRTOxhe&a=k#i!5uGREYAawHv}z~bc$*Njq7!j&LesqhbQl@=2jB#0YzS-$wv1$&J% zsG6Q8@;+vjNF3iw97cO+4K#@HWh|eQ;T-E~ax-Yf9SBrEFwPp?+_-RaEdY;!QbLMJ zf~6}<;?=|FHS6qk7esP8`TCT^xNb@evs3gh(g~9Jzus+X;Pre$_|+1_y0(y3hA}n&HFI=B)Ua0F)lZ zs4RA+V^VL*GoZN*i2DMypK(hj>M zja~9uxc-rc{u1XeSj&9NOhoW*#HM|bey2+MxKRD}Pk=rPN+zEk&*qj`D(b6?(oi`& zbmp;}5RlDBm^-!gZC}2frd|pRs)A(03+;f~ViXn<{=XN%%^e;f*>BcADPMe=Uzhq< z!=|_MlQ&MRgki<3T${=k_fE9|$gUNf_EO9&SSq$ESW4yMac#S4F`68;V2WCO(WfZ^ zzgbW9Cx`b>-J>ENm^_dyE)q5s3%YOWDCfzp z%3n0=%g;EncBNcxB@1A4j|`2kV)r|t#~8eE{>4LRUM%RX8ca&?G#U`lm-1EaG%4T8 zP9OFg!K1vPDgrdYPuGitb;Up!r1*>62F2O?$+sWBPBF?l03n|tdoftdYpdd8&e+X& z$J}VU>a!cBOzj}@;Qg`ZY`P>j>57va>$~1Mt&w+(gw(9cRlQ{Z{=zOyb=9-)?k~A4 z!YLoY4D;R0#)yzpMz?osa{`wOCw8WU^jZ5S9b2Dj7Nw^*C>P)Q@j|f7O1Imo=XZ}d z5+ko){Sox=Wy4997ujN~lFy|)dotgBSfTZEuGkU|ls`8R3NGpkVI7yf{_S6q8o1#z z+rxFGUqr6uQr%qUQj@y+sAUF(TjDR)-hl1__jp;?6Z7~x7P8t?ZHsq%;>7v9u+P(c z-5$9x!9wBcjy<2djo^A9e@M0S@vqYayt)!>44g{e4Ap*ubiioPevTLO_~A8^Lkayy zU$YV~TunKkH7%<0(Y!Nwckyd>te+D4=^# z^SYkG$t^VP*mk3tO-BJ-yBUh>s4B zP;Ic_{%4}mlzZE*ef9xQI#s&NI9FaJ9Pw}Dw@Z45d6CuK$j}=e@-BMgJ4f1NlwS}+ z>s3o3kGFeY^T;82ykE#YH^jgWqFo&`+QCh6C3_oZGpvzKGCt?P%GjF1oYc zQQl7dsaVR-u=&g zjnXPosGl^g3Fe_RjQ!~&6{6-(V%Ip*R+UIBSy&6_K8xKc&!JHf$%xOQfw@&}3 zViV&GoaCC|&N`SyQ|aYdc>nO_$Ho5Hvs0=b&wE&o;NNJUw+?H4y9DYz!XC}Xqj+X7 zmMFOvYk*|hc3SCfJmhl{&qc*j-t`8oGkF^;Mg)P5Io^|y^~VUz2rnSk#$m+yg6I&w zVj=`=+s0RQ@T}IJcynY@xc4N39B$`t8TJHqJ<4;>ZPt4}O|Kfif;;h3jG5ld_+g4! z?z*?+!-Z>!_uJktAZ}HAw&&>Zpz4&-sUu79=e`we)*6)le&qGa4Q6LBuNwVC)TdG;`nqXMCYH%s^3-3zE8ccUdwUM z*sZ4dTrjS{C9|n>NYa&g` z@C8KdCAUvPOe#IA)!|LI(QcF46I2t2S~X;BJT*RaTUZC}vN=6$`(>);Jg8?K+roA) zY(1jFWmAw?rKdS5B+cvg#K~hcb*72mghF0@sU9nl^3>v5JJw+EV3X&xo);Y>31_@V zQf$4%lJD|CN?9==z&58IV!4t+Kj|=2lv$gfPmI;QOc|e8aWy_gOu_xaBwiKyKeJ#r zsrNxnQ69kuKM#dr#^ENjt2kmt)BNec>+W-tg7|n{mi3aO9k0~AWb3ZX%WoZ`J-B_S zL-uTe8z1%0sThSvur88!0bBO{#ei5jUh43UG_9nE;9y5`mDLi8xwAfGh&N!9a)!&? zKTs~H*knWNRHE&U z?fnr4_IkC$3~oyPl_4gH$J9D6Bwc>tM&UwZhX?$(|S0ie>l4qKF)_h0N)~f~ZB? zdWfZyK@w4u4_`DjYAB_xyi28Yps#0a z<$rHLYW2)n&YoTAfLZb*w+I5c-vapxXC9t+IFR%54cQKV(GR%alN(-1{P)|Tz)^Fg z3S$tSryaGc)!%A(kxt!rS$xgLytjjPNXscwS)ibpecGb!;u}7fJT~jYC5h`v)HwA1 z!#|E)`jCGR-`0}yQ@;0wxR8MgM#r<|#u;!D+{(^bV)5^K@<23&C^Njk zy02G>BLlE6c~+YmHSxQ!xV!`p=PoT{@smC%)pg^ohII#NlQ@W4%@$o%rg1AQA$#-x z)8En4xcMqRO70dVamR3l6_yCY5?M-2tntoXJb%bXQ^R-VOxJ-M9tmNuddPI#W~fe+ zH452h?g;;G?`Obrm6GzyA6TLvVS@47TJq89lk`3c;n``+j0zTtQAD_Y(+vx!8` z2UP?#yd6Ud_#3@-Zzw&(006H^T}g!>d> z!fwvtFxH*B|4dh+2+j)IDY^ens{dd|N4atR)r=(4F@e!l9>J7%td6G0|MuEF$vDN~ zBWKVQnp07*%TW=}Tyc6QPSmZ?Qu_4ZRp(`qtaGAPcb2l{Gb#UlcK?BJ{HbukYexcQ6bUM2sC7 z{+d`Ej`8*S@5QJ4|H~kK;$Wn(x~bWh%iS-TLYsu^BWoqPJVo1h>c?zCN*i4xZal14 z@guIVYzpd#H!giv;K43p0RErYsSlDiV4znri`whgrI)+^88iQj1e`pmp{C%z zC}s3X(C^)GA~o4FlePEhAD>w*YmDFzTW$6uom!=M#?&-1G^a+nm{tY?H~)7hBtF0- zy`(Q<~lel#UPU1XvjN7?{nk%Xi+nk?e({a*RzEW z&HCQ1{qx2AdpX~RUw$!>e*B}UOLNry{8LfX+5jT0_bPE+#>eJq6H^gziRK1RcRLV- z`uLsIJdWPMKX(9p3Eg_Q?KiaIU)(-D9okU+IgY+^L%k_kr~co+{_j7Pm!$kGNHXRw z+ZGs`dF5}=?$71#HU%gs>T|*W)%DeJQEl(n2uMi`64D@e0m-3J8VQw9B&1W2ltGkE z8FB~}fnjJ+5CLfrkuE9e?i7$58U}dx+~4=s=ib-L3I6k9f1Dxc(xt=#@(@EE`oE3&f5$Sb z$lK&G6X^F{`TeQ>{a6A#+Okfg5$@v|8+boDXR2Uupc*fK zqB8^Y@B4zw6HgJyZ`|9C=wo}=DeLEeFdP)*|#)1ROH@k|2A*?VbFZCGFLIe_Vt z8J8xVN^jTW%>iWQY1*B=afiZSteaZT!f%bBvOyq{S*n7=~6}H2(cJ|6g@x!Q4j7&)iR2g308k;4&?U~0ocBsfxIt(@GAs>agsB;I35!>)oW}4p|0%#N~_O=4pA+9 zBicXIU@sjnz~JEkD-mgXT>hBI5lArWz_=?x5Dv$>1{_s=tZB%#*XPtA2iCzwfSnBm z-t9lougvvSHr`dIK$Sh|ZashU1yJHmKnJL^_<>_9&vN`tGfnQFTNN9A2o8Ya$@iXP z*P%HO0Sjxi0(SHowihyN+ViK_6UL|~pW@oR&#`SCEJ_&E30APgNL7`25g>9x0hf`p znWhm8bIlObNLD~&CANlrq7<8_X1mrBXiXRw!rPx0oLh% z06qhN7z==3IzhT1WetKc5gjHWS#8>IGP|X6yv8{KQ&6L0tZ$nUEX~vO8=_9G4s3Y) z6?nAoe|bFdWZ{!xdgGcVJ3E;uV?Ji0s|!v zaDd&75R_C-xfw}<$===LUb~x81m-!MMo+(ipqWSxf;Ryq4T&oDfSM*hngIX5oBwRW zJcw-lO`bywwActZV>MYK_-$N{aE^d^6)`AH|MH<6z}LgUaImGY^A$H=4V2`ryW*pK zF5?Tw@7M!fipO{fmTmjaPe$rcHgVoC1EAMv0zVlp3Y!sOb;|p_@IXfEFCgRLCtY;} z?1cr;3s*jWUB|}^2=s;-Z9S;*v#KT17}krUwq+RveIxg(79qR}Y&9i)hRHxJ;PPb| z<-o9ZX=4Gz;Er?2&JpMtj($PYNT5y#nE>4g$M5JXq~BUe4~mpPu8e~G3C|`SvV_mt zZw44AFC;I=>^gwn=Ri7q!TzE3%D!~_jaYa%C+a&>{pv{FdAUriz<9-nc*73S*moi{ z?7JN%m)qDKXZwK7fM9;j!T4~ht>Dc!tdndWvjEtpP+q+rsU2hFR35j(f(ykqU2)e3 z6&_I|xvCyiwK->$7ocdq37946JfOY44;roH$+>Flur6KzO*0WN7I+@yFZ0)a3>Gh) zJN0l?g4QWT(rEu3gcBc{WQZ2jyP@KYCWb-J}^fpeiNE9@RaCkhz#Rl@G16 zWRPdX@B1T<-dr0tu%x}`m+E(7*GVz{p#OKSD#mY*<4TZu$PD{MeEl_lkcJrevi0!7 z^#~Tt&ek4l1mLT6M6)4o+0oz1KC-~61Fy+&6kC|?v*kT=#r8F5>=O+I>4V{I01SH{ zb()<&qWw^1@%G*nljq`_?2ILA+ET3bgL-^hBt4biL1|hdC%~j(t!#uXuy%o; zrJSlaDnfor)b2#Vz{DRr&BTo0{U!mHJ`c&G*&w`Fa&^%Fv-_Y&mnIT;*yH)g%dpd3 zpY=S$Y=_E~?NNRd0A!rkLwr?yX?RvX+j8o#p+f=IM1@M0(nr7PUJ8~&3?z;QMmmk6 z1$C!WTk5u!{mnNECv{>GPB z=@ZM|2seW3c(Ibh8P`emt`lrS3|VbI#OaaP#;_3-VEH+uQ^nXi{allV?uIhDO&)pa z6sWu%S2@_AAC<32?le;+Jt*TwitA+n|70$oRW&mb&cGaNwkNP_ZD09?_r5$6^9S@p)S==~ABjFda2acwb3=gi--$svZ~z$debRl`^$ zGn&%z%T)@Ucm9|s#2ag%Zoq!u50Fu)qPlj@q`{i&VH}GVhEdsMWCE{5<)E3L+17f9 zzky0+i*I4#WSO#*qA9&TRwv=F!=N3vweSr%Z_QHTOU}z9;k95Bo){|c@>~*V?3=)$ zq_${!a%r#I*>9lZikt@M;&kwNrI1_Z$RA~wEmW)7^trf|;ovT#KiDiALBaB~9@j1* zRV<39T^M|*yszNx8cBlJsqpuZE*)}-ilxu7Xwy0UDxPW?Hz^-Ich*un$1wA4PtRv{5@)bwl^wf~< zrok!7$WbK%_CjR+BZ+)sP?krifmF18sjWkiP;!$) zz1!vLwY6!iow`^4Cf8fb_r2c>!GFZow{gWk{TSFQW6}Mo$TpZBjs&hCS1zlTY1#Vp zPHV9cR6=o%7>r2Us7rF7p|)*m9n})~0@Cr(NZmqc z-#W!EzMjI#Rpj~y?u)Ub{-++nFAUt1uD%S!iDuh0RGBpR6=nc^#iGcPB&`(#c|~WF zX#1>hQHvF;goq1&zLWI4<7U*;KK&9snpbVPm0)RT8D?hxE=-Bj+8mS%qt|UHCQ8EU z?1;iMz^**g+V;t2Xxi|Bh^ zNC?QoHme#r_G37m5&RWJi|CHvJ6h+v=(~yfZNyvZLM_zdm)@Khfe6v*jJuJ2f4%WH zl(I*R#yjNE7x3!4WEg2{mBS9Rj32o}mBP55L8pL5q3a1_zR*;QG3~C7Xx%KS_(Ov# z1Z)qgJo=D8JvSFmJ@OvH=fmRu+DM6)L$;mf!cwYaB9WzHSXB7zQlbs&<}ZHgAwsGf z`FS6h!~T&}8LF~Hx3%U81pZJ zy+h^mshaf;0wp5m#k?>y^kp6C_l9w?;B%I4NaNkolCKw;4zwa5>Q3Z(@69xL8Tl@* z{fu^LX3D54K8`+lYOg#_a!T;HxtXSP*s*H%N>^Da%8DY%z2KDr{U`%7LIQZ}yHeja=;Q>qo#RS6<7_yb)A?8lcz|B2 zgAyn5QgDLk25yG~Sl)fxt4 z<@ENZ!G-Qlif5k3htLA!Qe@mx%Yu`#BzH$$+fYY&ewQvxKn>wz`6F3%TUjr?Yd4`b z@Bc-)7y>TE-~%fiEXe%$9#O!-y-4=c3iDZy24h5bQ_0euPd7Vb}XIf z@B4 zLJF?V|8W!q_YOT4Hdq>eJofMWn}+iBn7wlPqQ>9%yWbxH^d0zW?crzNIFo;U_mJ|E z9Sbk+Z_fYDturD6h+_abbN;YZ-ul1r08W4x9051P%5aHW|8f8I4^=?YZ_%_a{LY0A zX04hI+`L1ZfZ{YhsS;FR-IfNWv>AGNiN9CrZX?Vv?3jbfy6*jpIw1ZAC3Ku41xaS& zO{?Gv?jArURb3U44zA#S5BUB@*n)@&+w>Z%9&7@M(@;PM2ywHvL9QJF zPPjD(TGa?wVylWkZL~DNq71NlIJ@nO9J#Zb*pPKDX$E7{blR}}FocS31MG=&AV7Uq z{gG%2h!6cH<_Pc0dn^H+7$f)CYN?M8$i)N0W1r<{wMO|n25#tL$xq7I%sc$D}!_ava`$gIBszq%&QB*&{D zhUKTC2HgP%iW*6H;aE{n7tk-wf&AEUTMnqf2(FbdFrBPq5Fs)TZx}7>i5YdnfPx~f z5%|sbbKHiLdHe)DY)WUaqs6wkW;y@Zw&n9vYVNS^!k41*li;U!u`eKxc8Mx8CDGGQ zXO4G4q)w>`uK4Z7$+`*Uj5iDVYKJRU1dfY(S(pYqcsMajg8r+N7%Z?d3WP09fLNJq zD(FCbD?>EW9P@vYm~X!l>-!UFf|Vu#vrF##wdbkl0uvOkbgStGIRw7gmHT-1J?Tt7 zS%n)h_)8rsd-8ZaV6c9si+(8PW8nLmoXTYEd}aU}&0#A13Q*5viDbuQ#QZLPYl~!dGqRS37qWsLy#JDdW* zOK37MakK!%2o#-srRql@bF_X%b7(tx(t)9EnExHGF$J1Akm)u7DU-J9Hc0)hV6$-` zVY}H_(kb9DF5TbqZ4WEW0UuBB=T}a9?L!NuvBd`#piOP1Ie6YK9sty3%rwWj1+vu9 zYC+#swMzvp;uDTkK<${k4ID_u%OWNF+kpnqgUsR-ok7HP`y4E-83?%FQMLYDm+XXM)x1B>~Hx{r9-UQdJQo*Nw6MvaMT# zGKNokIDBxr!F^xK@Bm~rv5{kO@Xi9Ds>~I4ud4A`_?^rbMs6XX@>lK~9gp?+(bl5l z3ipts=>;O5=qA?l-j0Y?A20xNY+idO9-ESd6jY3Nz#L$<=!bEHLY~<&7P8UX8rANZ zTem=QXA>4Lz^Mb>XlgBh#iQuc@fN$B6x!_M=l2I9uo^lGP&i!~!$`$2IHW|SK@Iwh z1mRITP%22oI3JGge=D)vQE=jbpB1lfXfUI?=mO2<` za_!PWh-~eL`2p*NiE1qPdj7dmLW?Lb1r%1$ZUIJ6J4S$f)ZPWAhbYCAbHhf!lrJ@8 znoRO$S{cqPva|3*$EFQ7y_*7P7fm^EV=tS#rt!$3IH;f{@Z)8TEg1py?D73Aml#|X zY-@+|(JCXRL0+ZQorwe;_y8~|Fr5JSB!8}CZ+?q{#qVnFpWGh}&OO2$L>=-9Do{&9 zOs?ni`7k`$=#fId{XFC3lBMXN?s2eajdIvv-uNHgw5Rp{B4w(zFw|5qh7gv$*YuWP zw7$uY^)mbJRgIW#esV`rR#*h9y=zu<4Osy1{(aAMNg~l&>Dd50`yDI$EsP)ueJfS5 z>%rriTG}07dIBxByq3VwrG4Oq)82h&Fm-UgtvWDNJ4Q>sblY@uuwcwrm&FIDp(0f? zaZH_KSlpSyMk*$rNqN7IYE(Vqk{hHs4h8b9WkV+Yv6{-@Lf;Jsu|`#e-sw{_rsPHR zr|Q!<%oa%J&uvGJb_$f|O6N?RSt2@Alfk^sHW;J`pp?Es(R8>+Bi)psWh+)2WB3%Y z21IzdE$x)mg^dz+Ck2xUEhf!^*3zb88<}59=NjJLjt;uGr8aeD2A;A&+r3`4bl@Nm0L4;XGL7#Ad$)z}%r|%G zttT`30TUWeB+&n==S9fr>|m81m&2nvK40N03aB~sy0aUeE#j7L0lHI^i@mkI(VKkm zn?Sq=`Z1hJVn${OL8n}SFbJuNMfiYx2PP_HIq1~_GG9K<@SSRo^@PJ^vP48WY7oVva@oNzWmHS zY!f@i>BHrWu&qvLfJ85+jac|1p0-XI>`RtG$OZ5%_FH#i_Ln-k!= zo|eVkZz+XJBzx~N#AePm6dNmbibyldMK6aeM+(dD(IZh=TGj=^88N^!(*jl)eER%Ihv9pu(6srQ% z;;&kKd!1x9o0)eZNp#9>6EQEakRZ%b_%^fz%-6mjKfpqAzi$f{027_wwusNf zd4_7)lgU0p%4NN5_PT6(Sj)9P^21k3Kfb)2$CG;@>Dx9k#*$h7;+IZqLN_|$T3TCD z%|V+ar)IWM$uo_n!=Qujboi!oNr)km=EKC2r@4`GtInh8f+Uj%{Lzh8XQw)Yo8fiX zX<9w>v&1>KEpCK-lD}rT{KF^Yhn+I7w1nSLHyf8WI%fd=mvQ$U*yK(e#X8@@v^>9# zj$XpEVkwL6?s&`Z4Xj}+oPT6z{7fZ6j`2hqh?}p{J5GMHC<=rrsb1g1CW8S(T9K43fuk7t=Ou=aN)A?<{*4Y%xGM65vSTZy}% zG3b{LvPV0-K~7!!C%9bwd(TDaY5-X32uf-28fAW+&#R{<76{MQ5B_Ff*BIBg=-eDe zc`4%!g}^s)KyG+b8h+JVqQYnG(z)qAs5p`C35r9C%Akxd0^eSfu09t2g@Nu`72Rce z*A~n@-{?cXtD=5mC+VtnW3uD}w)ClPM7=mre)> z~yWLN-U+_`ET)idctc&K(yItkZ;&#-eq*HCG`8M$2t8QhYM8FTe zqI~#SC=9Uk-`6q z>o1il$GVSGPZzd2!R))aYTlSMLSEv@ZU6he{&>HN+aF7;oK0-TzQ*c9hHQVG6EOIr zr|#^`Q+@QoTj?=mPM{rn?0mX>8}{|4QvD4s0y(@C^Q$%kNAkTc*XjDJly~{5K9w9l zeI255Q%#mz!Q2L?TeU3GxH^>8X3YoMB*LsW9cjW4;*I{k&cf>3QD2`sR-aIAKU!T{ z(KjMzc}QM-i`v>G!GB_#{|B4Z3Zw=-CnH1 zk@dw<>X?b_wk*W_YG91aD{A<1YxqH+9*M@(_b&&;j&_2Yr0mCE++QUVhE;=UMTc)z zW@y`|eSTe5R(Oz^>bfII%TRG+4Nu&T`HXf5vOOZ{@AnUH#}_O1s8Ak(p}RW1C1HQYY=Q1#v*vg?X?VC-_|7(dEL5FM zbzlz$sK*Hpc4t!k*0e~q*9c2JK5e@Qr@>81$^ zXMg3~H~tkzXR&9dGUC$Q>{CuxXrj7?PGY(ORXhBO^%Gj=jtUC&gIf_qECLG+nJ~|- zdx)==cz6<8AEIJqOOI{8RXwG`Nu}IG;@_8;vcM%$d!^&?#JsKfF{RLP+2A8Ju|d~2 zX4A25QaU=a^E?Z35AyO^VRCzTv!Nl$d+F=h%yz66EIb%pryQD0o~49O($Qo5OMBvL zs}&sx(u&bAeAgH8(!Im0NqvTFH*AOp_P-odHN0v#gB~}(Cpe>@xkr$VBoWDY^T^*K zG26h+3~sGkYr#(bixHm9-m%chUZ*>+)^so;8B!bUjJMzOrT&zg)Apk)pUEua3G2x| z063~@?Oy+^B=Hx{Xb^_f8bnrotMOtoK08gT<*nZ8uH@b_G8`uF_kmJA9*qBFIs8Na z)BW=!PT}0U-g{p6c1>T%Jv<)R?W|1cjxYMrK$1zrlUMl3*Ohm*-I)WoiIJ6XGd5{b zN31|WBvAg5O4n$Pjg_aLNpC}xnAH86-T#(7!pNx&irqx zAC)-ndEjf#D|Rj!str?~_!^S0;jnCw-J*b~>XPiA1nvno6O}g7pg$_va_v%N9g8TcWMO&mR)6u>xYNROS}tpI#kBP z6dnwuvxyLe-S$~hmiMv)Za??&TW?w)bH2{BD-djpsHU0Xu!mb|zbb|UTll(Y$Db}L#EB!Unz z@5!kTqEqe^z26ALo3Y`eFBy!KyLk$@O4{D@B9;Vao|&7COTHJSJ2@MCFFAbjW-?2h z?F^*up2~P+eB>{_;!M*uPOm1`$vQ**V{J)FZ>_bX5IvOEctgf(=%X`+@d@WR#m5A0rp70h-kf?zA;QtMTpvwAiWCVVIF5@7J)z=4H{KR1^MYiX z``~M9WL>de&SP{CLu)lQ-=d+VOznSOpn6oJi-)wt*76UZq&J<|h?C5*@SA-V zrzow?pVg%;td84Z^V3)BXse>PAPM873M8h|g(}}wx|?pwe5EXFkT}Tbgp3u=PLxUZ z-B1g*uEGP!Ij(v&XLw-)r)7bNlX#D`6XT0FSlcXsFuk08G3Dr8zI$l)l|{r1>#Z~Y5FtDY-BUe zgM3o9AKBK8!R{Cc6I3ijwJOJ-?SX(KW$SLEZ_f9DZNHhqf^ApIcmSPP-eVcPR__vc zF~-+@S#|p7jx{A`_dKY$DRd!?o!sWy2(1Y6{9KrmbDrqNJ7Ob5TWy=ru^h|PQQFBYN8$Jog6$T zEwer=$4X7yzh%$dMRuX(`o!p@ZJ$Og`oZiqLKXZ~FP_Hm69S27sqmn4L+bc7>nK)~ zp=f1(OGBnbmkaYl|9PeJ`PmM%0<)^qlbUFLksU#|!TkjljLDD#eOj{yf8>KOgmBZH zKGNQb+~v_|P#>!=>|$<>Vd?I(ciA>ZFueCdGr2Zs3Cxnz&XTr}SE-~lr${@UdSa9m z1|~5SEK$F%V2VdZ*lPuw*ibNr^LGhm$xe=v0>7bbP*NL2?$OQPmlF@JjX)~nF4$S{ z>m;*`5GX=~g#8tM*4Ztet74(cw3k!8W&))4FSoQ`mFjq9B{Cl{Kl;4aZT5FTH?1K~fLyj7)MRnE4(yY?$^;)@+&XGw*g*cD};*p|0P zvtlRAC)ZBsqf5B4p>`)iu-n}~#%h*qExDFc(|9lwX52%*w0PR3&xzVL^q)Vw=1YTw zDbeaQr}}SMiwaB_B}z z!ihXA=BjXO_)2pmSALSNZX478G7nDwSVyl`_*`w*Xqe*tdC8%z=6rML4$ObYUYugp z)gW!ih(!<~)s6Qpq=K9`$gwW*B+u)?SI6v2{+V+RJd5p_HjeTPr`_gRY<&ha=}&k_ zXQ;~peK?Bz?uNVFyHNFqiz$tLd7pA(UpbZI>9}9JZZvLh?0Ig~z$f@^dS4E=W+UlT zt_@F4xiUa#?u`NuSyrql65ggc|NaXhIW97`_qa%V!<=o{5xT7|(Yw0*y!e#aL0?E~ z)h$A#$p*K_hNS?x^U}L2&i_x{X}S~yHdpL0EbT^^-?3z_81Pcj_CeytmYXFyq#MU) zO06;>6jRylsS>jc3DL!5oX&W4@;74~Wtci%d4i`(YZ*xe*=zQxXGC zkJJ?Cpv5-TMLpC$zWuAF?oYN)zL2sP)n zg8F+vo$@?F|5dg2$FS%cvD7J?*G&1}l%$R_IP0g>r3Zg4nFqJ!MU$&x+=+ F{vU_%@*MyG literal 0 HcmV?d00001 diff --git a/docs/source/users/index.md b/docs/source/users/index.md index de42c56ec..db42265c9 100644 --- a/docs/source/users/index.md +++ b/docs/source/users/index.md @@ -600,10 +600,16 @@ contents of the failing cell. class="screenshot" style="max-width:65%" /> +### Using custom tools in chat + +In order to use your own custom tools in chat, create a tools file named `mytools.py` in the default directory. Then use the `/tools` command with your query. For details on how to build your custom tools file and usage of the `/tools` command, refer to [Using your custom tools library in the chat interface](tools.md). + + ### Additional chat commands To start a new conversation, use the `/clear` command. This will clear the chat panel and reset the model's memory. + ## The `%ai` and `%%ai` magic commands Jupyter AI can also be used in notebooks via Jupyter AI magics. This section diff --git a/docs/source/users/tools.md b/docs/source/users/tools.md new file mode 100644 index 000000000..b8c0af093 --- /dev/null +++ b/docs/source/users/tools.md @@ -0,0 +1,77 @@ +# Using your custom tools library in the chat interface + +In many situations LLMs will handle complex mathematical formulas quite well and return correct answers, but this is often not the case. Even for textual repsonses, using custom functions can constrain responses to formats and content that is more accurate and acceptable. + +Jupyter AI includes a slash command `/tools` that directs the LLM to use functions from a tools library that you provide. This is a single file titled `mytools.py` which may be stored in the default directory, that is, the one from which Jupyter is started. We provide an example of the tools file here, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. + +``` +@tool +def BlackMertonScholes_Call(S: float, # current stock price + K: float, # exercise price of the option + T: float, # option maturity in years + d: float, # annualized dividend rate + r: float, # annualized risk free interest rate + v: float, # stock volatility + ): + """Black-Scholes-Merton option pricing model for call options""" + from scipy.stats import norm + d1 = (np.log(S/K) + (r-d+0.5*v**2)*T)/(v*np.sqrt(T)) + d2 = d1 - v*np.sqrt(T) + call_option_price = S*np.exp(-d*T)*norm.cdf(d1) - K*np.exp(-r*T)*norm.cdf(d2) + return call_option_price + +@tool +def BlackMertonScholes_Put(S: float, # current stock price + K: float, # exercise price of the option + T: float, # option maturity in years + d: float, # annualized dividend rate + r: float, # annualized risk free interest rate + v: float, # stock volatility + ): + """Black-Scholes-Merton option pricing model for put options""" + from scipy.stats import norm + d1 = (np.log(S/K) + (r-d+0.5*v**2)*T)/(v*np.sqrt(T)) + d2 = d1 - v*np.sqrt(T) + put_option_price = K*np.exp(-r*T)*norm.cdf(-d2) - S*np.exp(-d*T)*norm.cdf(-d1) + return put_option_price + +@tool +def calculate_monthly_payment(principal, annual_interest_rate, loan_term_years): + """ + Calculate the monthly mortgage payment. + Args: + principal (float): The principal amount of the loan. + annual_interest_rate (float): The annual interest rate as a decimal (e.g., 0.06 for 6%). + loan_term_years (int): The loan term in years. + Returns: + float: The monthly mortgage payment. + """ + import math + # Convert annual interest rate to monthly interest rate + monthly_interest_rate = annual_interest_rate / 12 + # Calculate the number of monthly payments + num_payments = loan_term_years * 12 + # Calculate the monthly payment using the annuity formula + monthly_payment = (principal * monthly_interest_rate) / (1 - math.pow(1 + monthly_interest_rate, -num_payments)) + return monthly_payment +``` + +Each function contains the `@tool` decorator and the required imports. Note also the comment string that describes what each tool does. This will help direct the LLM to relevant tool. Providing sufficient guiding comments in the function is helpful in the form of comment strings, variable annotations, and expolicit argument comments, example of which are shown in the code above. For example, default values in comments will be used by the LLM if the user forgets to provide them (for example, see the explicit mention of a 6% interest rate in `calculate_monthly_payment` function above). + +When the `/tools` command is used, Jupyter AI will bind the custom tools file to the LLM currently in use and build a `LangGraph` (https://langchain-ai.github.io/langgraph/). It will use this graph to respond to the query and use the appropriate tools, if available. + +As an example, submit this query in the chat interface without using tools: "What is the price of a put option where the stock price is 100, the exercise price is 101, the time to maturity is 1 year, the risk free rate is 3%, the dividend rate is zero, and the stock volatility is 20%?" The correct answer to this query is $6.93. However, though the LLM returns the correct formula, it computes the answer incorrectly: + +Incorrect use of the Black-Merton-Scholes formula for pricing a put option. + +Next, use the `/tools` command with the same query to get the correct answer: + +Incorrect use of the Black-Merton-Scholes formula for pricing a put option. + +You can try the other tools in this example or build your own custom tools file to experiment with this feature. \ No newline at end of file diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/__init__.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/__init__.py index a8fe9eb50..974365718 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/__init__.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/__init__.py @@ -7,3 +7,4 @@ from .generate import GenerateChatHandler from .help import HelpChatHandler from .learn import LearnChatHandler +from .tools import ToolsChatHandler diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py new file mode 100644 index 000000000..9b74cbc65 --- /dev/null +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -0,0 +1,236 @@ +##### TO DO ##### +# - icon for /tools +# - Where to put the mytools.py file? +# - Pass tools file location on startup, or in chat, or keep one file, or handle multiple tool files. +# - Handling the different providers (Chat*) and models (model_id) +# - To integrate with chat history and memory or not? +# - How to suppress the problem with % sign messing up output? +# - Show full exchange or only the answer? +# - Error handling +# - Documentation +# - What's the best way to add this to magics? +# - Long term: Using the more advanced features of LangGraph, Agents, Multi-agentic workflows, etc. + + +import argparse +from typing import Dict, Type + +from jupyter_ai.models import HumanChatMessage +from jupyter_ai_magics.providers import BaseProvider +from langchain.chains import ConversationalRetrievalChain +from langchain.memory import ConversationBufferWindowMemory +from langchain_core.prompts import PromptTemplate +from langchain.chains import LLMChain + +from .base import BaseChatHandler, SlashCommandRoutingType + +# LangGraph imports for using tools +import os +import re +import numpy as np +import math +from typing import Literal + +from langchain_core.messages import AIMessage +from langchain_core.tools import tool +from langgraph.prebuilt import ToolNode +from langgraph.graph import StateGraph, MessagesState + +# Chat Providers (add more as needed) +from langchain_aws import ChatBedrock +from langchain_ollama import ChatOllama +from langchain_anthropic import ChatAnthropic +from langchain_openai import ChatOpenAI, AzureChatOpenAI +from langchain_cohere import ChatCohere +from langchain_google_genai import ChatGoogleGenerativeAI + + +PROMPT_TEMPLATE = """Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question. + +Chat History: +{chat_history} +Follow Up Input: {question} +Standalone question: +Format the answer to be as pretty as possible. +""" +CONDENSE_PROMPT = PromptTemplate.from_template(PROMPT_TEMPLATE) + + +class ToolsChatHandler(BaseChatHandler): + """Processes messages prefixed with /tools. This actor will + bind a .py collection of tools to the LLM and + build a computational graph to direct queries to tools + that apply to the prompt. If there is no appropriate tool, + the LLM will default to a standard chat response from the LLM + without using tools. + """ + + id = "tools" + name = "Use tools with LLM" + help = "Ask a question that uses your custom tools" + routing_type = SlashCommandRoutingType(slash_id="tools") + + uses_llm = True + + # def __init__(self, retriever, *args, **kwargs): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + + # self._retriever = retriever + self.parser.prog = "/tools" + self.parser.add_argument("query", nargs=argparse.REMAINDER) + self.tools_file_path = os.path.join(self.output_dir, 'mytools.py') # Maybe pass as parameter? + self.chat_provider = "" # Default, updated with function `setChatProvider` + + + # https://python.langchain.com/v0.2/docs/integrations/platforms/ + def setChatProvider(self, provider): # For selecting the model to bind tools with + try: + if "bedrock" in provider.name.lower(): + chat_provider = "ChatBedrock" + elif "ollama" in provider.name.lower(): + chat_provider = "ChatOllama" + elif "anthropic" in provider.name.lower(): + chat_provider = "ChatAnthropic" + elif "azure" in provider.name.lower(): + chat_provider = "AzureChatOpenAI" + elif "openai" in provider.name.lower(): + chat_provider = "ChatOpenAI" + elif "cohere" in provider.name.lower(): + chat_provider = "ChatCohere" + elif "google" in provider.name.lower(): + chat_provider = "ChatGoogleGenerativeAI" + return chat_provider + except Exception as e: + self.log.error(e) + response = """The related chat provider is not supported.""" + self.reply(response) + + + def create_llm_chain( + self, provider: Type[BaseProvider], provider_params: Dict[str, str] + ): + unified_parameters = { + **provider_params, + **(self.get_model_parameters(provider, provider_params)), + } + llm = provider(**unified_parameters) + self.chat_provider = self.setChatProvider(provider) + self.llm = llm + memory = ConversationBufferWindowMemory( + memory_key="chat_history", return_messages=True, k=2 + ) + self.llm_chain = LLMChain(llm=self.llm, + prompt=CONDENSE_PROMPT, + memory=memory, + verbose=False) + + + # #### TOOLS FOR USE WITH LANGGRAPH ##### + """ + Bind tools to LLM and provide chat functionality. + Call: + /tools + """ + + def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: + messages = state["messages"] + last_message = messages[-1] + if last_message.tool_calls: + return "tools" + return "__end__" + + def get_tool_names(tools_file_path): + """ + Read a file and extract the function names following the @tool decorator. + Args: + file_path (str): The path to the file. + Returns: + list: A list of function names. + """ + with open(tools_file_path, 'r') as file: + content = file.read() + # Use a regular expression to find the function names + tool_pattern = r'@tool\n\s*def\s+(\w+)' + tools = re.findall(tool_pattern, content) + return tools + + def toolChat(self, query): + print("TOOL CHAT", query) + for chunk in self.app.stream({"messages": [("human", query)]}, stream_mode="values"): + response = chunk["messages"][-1].pretty_print() + return response + + + ##### MAIN FUNCTION ##### + def useLLMwithTools(self, chat_provider, model_name, tools_file_path, query): + + def call_tool(state: MessagesState): + messages = state["messages"] + response = self.model_with_tools.invoke(messages) + return {"messages": [response]} + + # Read in the tools file + file_path = tools_file_path + with open(file_path) as file: + exec(file.read()) + + # Get tool names and create node with tools + tools = ToolsChatHandler.get_tool_names(file_path) + tools = [eval(j) for j in tools] + tool_node = ToolNode(tools) + + # Bind tools to LLM + if chat_provider=="ChatBedrock": + self.model_with_tools = eval(chat_provider)(model_id=model_name, + model_kwargs={"temperature": 0}).bind_tools(tools) + else: + self.model_with_tools = eval(chat_provider)(model=model_name, temperature=0).bind_tools(tools) + + # Initialize graph + agentic_workflow = StateGraph(MessagesState) + # Define the agent and tool nodes we will cycle between + agentic_workflow.add_node("agent", call_tool) + agentic_workflow.add_node("tools", tool_node) + # Add edges to the graph + agentic_workflow.add_edge("__start__", "agent") + agentic_workflow.add_conditional_edges("agent", ToolsChatHandler.conditional_continue) + agentic_workflow.add_edge("tools", "agent") + # Compile graph + app = agentic_workflow.compile() + + # Run query + # res = ToolsChatHandler.toolChat(self, query) + res = app.invoke({"messages": query}) + return res["messages"][-1].content + + + async def process_message(self, message: HumanChatMessage): + args = self.parse_args(message) + if args is None: + return + query = " ".join(args.query) + if not query: + self.reply(f"{self.parser.format_usage()}", message) + return + + self.get_llm_chain() + + try: + with self.pending("Using LLM with tools ..."): + # result = await self.llm_chain.acall({"question": query}) + response = self.useLLMwithTools(self.chat_provider, + self.llm.model_id, + self.tools_file_path, + query) + self.reply(response, message) + except Exception as e: + self.log.error(e) + response = """Sorry, tool usage failed. + Either (i) this LLM does not accept tools, (ii) there an error in + the custom tools file, (iii) you may also want to check the + location of the tools file, or (iv) you may need to install the + `langchain_` package. (v) Finally, check that you have + authorized access to the LLM.""" + self.reply(response, message) + diff --git a/packages/jupyter-ai/jupyter_ai/extension.py b/packages/jupyter-ai/jupyter_ai/extension.py index 78c4dfefa..781c8c94f 100644 --- a/packages/jupyter-ai/jupyter_ai/extension.py +++ b/packages/jupyter-ai/jupyter_ai/extension.py @@ -21,6 +21,7 @@ GenerateChatHandler, HelpChatHandler, LearnChatHandler, + ToolsChatHandler, ) from .completions.handlers import DefaultInlineCompletionHandler from .config_manager import ConfigManager @@ -315,6 +316,7 @@ def initialize_settings(self): export_chat_handler = ExportChatHandler(**chat_handler_kwargs) fix_chat_handler = FixChatHandler(**chat_handler_kwargs) + tools_chat_handler = ToolsChatHandler(**chat_handler_kwargs) chat_handlers["default"] = default_chat_handler chat_handlers["/ask"] = ask_chat_handler @@ -323,6 +325,7 @@ def initialize_settings(self): chat_handlers["/learn"] = learn_chat_handler chat_handlers["/export"] = export_chat_handler chat_handlers["/fix"] = fix_chat_handler + chat_handlers["/tools"] = tools_chat_handler slash_command_pattern = r"^[a-zA-Z0-9_]+$" for chat_handler_ep in chat_handler_eps: From 27e14c11538313842a5d0cd35e4eade1ce7f11a3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 11 Sep 2024 17:13:59 +0000 Subject: [PATCH 02/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- docs/source/users/tools.md | 14 +- .../jupyter_ai/chat_handlers/tools.py | 121 +++++++++--------- 2 files changed, 66 insertions(+), 69 deletions(-) diff --git a/docs/source/users/tools.md b/docs/source/users/tools.md index b8c0af093..8f072b004 100644 --- a/docs/source/users/tools.md +++ b/docs/source/users/tools.md @@ -1,8 +1,8 @@ # Using your custom tools library in the chat interface -In many situations LLMs will handle complex mathematical formulas quite well and return correct answers, but this is often not the case. Even for textual repsonses, using custom functions can constrain responses to formats and content that is more accurate and acceptable. +In many situations LLMs will handle complex mathematical formulas quite well and return correct answers, but this is often not the case. Even for textual repsonses, using custom functions can constrain responses to formats and content that is more accurate and acceptable. -Jupyter AI includes a slash command `/tools` that directs the LLM to use functions from a tools library that you provide. This is a single file titled `mytools.py` which may be stored in the default directory, that is, the one from which Jupyter is started. We provide an example of the tools file here, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. +Jupyter AI includes a slash command `/tools` that directs the LLM to use functions from a tools library that you provide. This is a single file titled `mytools.py` which may be stored in the default directory, that is, the one from which Jupyter is started. We provide an example of the tools file here, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. ``` @tool @@ -56,22 +56,22 @@ def calculate_monthly_payment(principal, annual_interest_rate, loan_term_years): return monthly_payment ``` -Each function contains the `@tool` decorator and the required imports. Note also the comment string that describes what each tool does. This will help direct the LLM to relevant tool. Providing sufficient guiding comments in the function is helpful in the form of comment strings, variable annotations, and expolicit argument comments, example of which are shown in the code above. For example, default values in comments will be used by the LLM if the user forgets to provide them (for example, see the explicit mention of a 6% interest rate in `calculate_monthly_payment` function above). +Each function contains the `@tool` decorator and the required imports. Note also the comment string that describes what each tool does. This will help direct the LLM to relevant tool. Providing sufficient guiding comments in the function is helpful in the form of comment strings, variable annotations, and expolicit argument comments, example of which are shown in the code above. For example, default values in comments will be used by the LLM if the user forgets to provide them (for example, see the explicit mention of a 6% interest rate in `calculate_monthly_payment` function above). -When the `/tools` command is used, Jupyter AI will bind the custom tools file to the LLM currently in use and build a `LangGraph` (https://langchain-ai.github.io/langgraph/). It will use this graph to respond to the query and use the appropriate tools, if available. +When the `/tools` command is used, Jupyter AI will bind the custom tools file to the LLM currently in use and build a `LangGraph` (https://langchain-ai.github.io/langgraph/). It will use this graph to respond to the query and use the appropriate tools, if available. -As an example, submit this query in the chat interface without using tools: "What is the price of a put option where the stock price is 100, the exercise price is 101, the time to maturity is 1 year, the risk free rate is 3%, the dividend rate is zero, and the stock volatility is 20%?" The correct answer to this query is $6.93. However, though the LLM returns the correct formula, it computes the answer incorrectly: +As an example, submit this query in the chat interface without using tools: "What is the price of a put option where the stock price is 100, the exercise price is 101, the time to maturity is 1 year, the risk free rate is 3%, the dividend rate is zero, and the stock volatility is 20%?" The correct answer to this query is $6.93. However, though the LLM returns the correct formula, it computes the answer incorrectly: Incorrect use of the Black-Merton-Scholes formula for pricing a put option. -Next, use the `/tools` command with the same query to get the correct answer: +Next, use the `/tools` command with the same query to get the correct answer: Incorrect use of the Black-Merton-Scholes formula for pricing a put option. -You can try the other tools in this example or build your own custom tools file to experiment with this feature. \ No newline at end of file +You can try the other tools in this example or build your own custom tools file to experiment with this feature. diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 9b74cbc65..41ccd9ea7 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -6,44 +6,40 @@ # - To integrate with chat history and memory or not? # - How to suppress the problem with % sign messing up output? # - Show full exchange or only the answer? -# - Error handling +# - Error handling # - Documentation # - What's the best way to add this to magics? -# - Long term: Using the more advanced features of LangGraph, Agents, Multi-agentic workflows, etc. +# - Long term: Using the more advanced features of LangGraph, Agents, Multi-agentic workflows, etc. import argparse -from typing import Dict, Type - -from jupyter_ai.models import HumanChatMessage -from jupyter_ai_magics.providers import BaseProvider -from langchain.chains import ConversationalRetrievalChain -from langchain.memory import ConversationBufferWindowMemory -from langchain_core.prompts import PromptTemplate -from langchain.chains import LLMChain - -from .base import BaseChatHandler, SlashCommandRoutingType +import math # LangGraph imports for using tools import os import re -import numpy as np -import math -from typing import Literal +from typing import Dict, Literal, Type -from langchain_core.messages import AIMessage -from langchain_core.tools import tool -from langgraph.prebuilt import ToolNode -from langgraph.graph import StateGraph, MessagesState +import numpy as np +from jupyter_ai.models import HumanChatMessage +from jupyter_ai_magics.providers import BaseProvider +from langchain.chains import ConversationalRetrievalChain, LLMChain +from langchain.memory import ConversationBufferWindowMemory +from langchain_anthropic import ChatAnthropic # Chat Providers (add more as needed) from langchain_aws import ChatBedrock -from langchain_ollama import ChatOllama -from langchain_anthropic import ChatAnthropic -from langchain_openai import ChatOpenAI, AzureChatOpenAI from langchain_cohere import ChatCohere +from langchain_core.messages import AIMessage +from langchain_core.prompts import PromptTemplate +from langchain_core.tools import tool from langchain_google_genai import ChatGoogleGenerativeAI +from langchain_ollama import ChatOllama +from langchain_openai import AzureChatOpenAI, ChatOpenAI +from langgraph.graph import MessagesState, StateGraph +from langgraph.prebuilt import ToolNode +from .base import BaseChatHandler, SlashCommandRoutingType PROMPT_TEMPLATE = """Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question. @@ -51,18 +47,18 @@ {chat_history} Follow Up Input: {question} Standalone question: -Format the answer to be as pretty as possible. +Format the answer to be as pretty as possible. """ CONDENSE_PROMPT = PromptTemplate.from_template(PROMPT_TEMPLATE) class ToolsChatHandler(BaseChatHandler): """Processes messages prefixed with /tools. This actor will - bind a .py collection of tools to the LLM and + bind a .py collection of tools to the LLM and build a computational graph to direct queries to tools - that apply to the prompt. If there is no appropriate tool, + that apply to the prompt. If there is no appropriate tool, the LLM will default to a standard chat response from the LLM - without using tools. + without using tools. """ id = "tools" @@ -79,12 +75,13 @@ def __init__(self, *args, **kwargs): # self._retriever = retriever self.parser.prog = "/tools" self.parser.add_argument("query", nargs=argparse.REMAINDER) - self.tools_file_path = os.path.join(self.output_dir, 'mytools.py') # Maybe pass as parameter? - self.chat_provider = "" # Default, updated with function `setChatProvider` - + self.tools_file_path = os.path.join( + self.output_dir, "mytools.py" + ) # Maybe pass as parameter? + self.chat_provider = "" # Default, updated with function `setChatProvider` # https://python.langchain.com/v0.2/docs/integrations/platforms/ - def setChatProvider(self, provider): # For selecting the model to bind tools with + def setChatProvider(self, provider): # For selecting the model to bind tools with try: if "bedrock" in provider.name.lower(): chat_provider = "ChatBedrock" @@ -106,7 +103,6 @@ def setChatProvider(self, provider): # For selecting the model to bind tools wit response = """The related chat provider is not supported.""" self.reply(response) - def create_llm_chain( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): @@ -120,15 +116,13 @@ def create_llm_chain( memory = ConversationBufferWindowMemory( memory_key="chat_history", return_messages=True, k=2 ) - self.llm_chain = LLMChain(llm=self.llm, - prompt=CONDENSE_PROMPT, - memory=memory, - verbose=False) - + self.llm_chain = LLMChain( + llm=self.llm, prompt=CONDENSE_PROMPT, memory=memory, verbose=False + ) # #### TOOLS FOR USE WITH LANGGRAPH ##### """ - Bind tools to LLM and provide chat functionality. + Bind tools to LLM and provide chat functionality. Call: /tools """ @@ -148,22 +142,23 @@ def get_tool_names(tools_file_path): Returns: list: A list of function names. """ - with open(tools_file_path, 'r') as file: + with open(tools_file_path) as file: content = file.read() # Use a regular expression to find the function names - tool_pattern = r'@tool\n\s*def\s+(\w+)' + tool_pattern = r"@tool\n\s*def\s+(\w+)" tools = re.findall(tool_pattern, content) return tools def toolChat(self, query): print("TOOL CHAT", query) - for chunk in self.app.stream({"messages": [("human", query)]}, stream_mode="values"): + for chunk in self.app.stream( + {"messages": [("human", query)]}, stream_mode="values" + ): response = chunk["messages"][-1].pretty_print() return response - ##### MAIN FUNCTION ##### - def useLLMwithTools(self, chat_provider, model_name, tools_file_path, query): + def useLLMwithTools(self, chat_provider, model_name, tools_file_path, query): def call_tool(state: MessagesState): messages = state["messages"] @@ -174,18 +169,21 @@ def call_tool(state: MessagesState): file_path = tools_file_path with open(file_path) as file: exec(file.read()) - + # Get tool names and create node with tools tools = ToolsChatHandler.get_tool_names(file_path) tools = [eval(j) for j in tools] tool_node = ToolNode(tools) - + # Bind tools to LLM - if chat_provider=="ChatBedrock": - self.model_with_tools = eval(chat_provider)(model_id=model_name, - model_kwargs={"temperature": 0}).bind_tools(tools) + if chat_provider == "ChatBedrock": + self.model_with_tools = eval(chat_provider)( + model_id=model_name, model_kwargs={"temperature": 0} + ).bind_tools(tools) else: - self.model_with_tools = eval(chat_provider)(model=model_name, temperature=0).bind_tools(tools) + self.model_with_tools = eval(chat_provider)( + model=model_name, temperature=0 + ).bind_tools(tools) # Initialize graph agentic_workflow = StateGraph(MessagesState) @@ -194,17 +192,18 @@ def call_tool(state: MessagesState): agentic_workflow.add_node("tools", tool_node) # Add edges to the graph agentic_workflow.add_edge("__start__", "agent") - agentic_workflow.add_conditional_edges("agent", ToolsChatHandler.conditional_continue) + agentic_workflow.add_conditional_edges( + "agent", ToolsChatHandler.conditional_continue + ) agentic_workflow.add_edge("tools", "agent") # Compile graph app = agentic_workflow.compile() - + # Run query # res = ToolsChatHandler.toolChat(self, query) res = app.invoke({"messages": query}) return res["messages"][-1].content - async def process_message(self, message: HumanChatMessage): args = self.parse_args(message) if args is None: @@ -215,22 +214,20 @@ async def process_message(self, message: HumanChatMessage): return self.get_llm_chain() - + try: with self.pending("Using LLM with tools ..."): # result = await self.llm_chain.acall({"question": query}) - response = self.useLLMwithTools(self.chat_provider, - self.llm.model_id, - self.tools_file_path, - query) + response = self.useLLMwithTools( + self.chat_provider, self.llm.model_id, self.tools_file_path, query + ) self.reply(response, message) except Exception as e: self.log.error(e) - response = """Sorry, tool usage failed. - Either (i) this LLM does not accept tools, (ii) there an error in - the custom tools file, (iii) you may also want to check the - location of the tools file, or (iv) you may need to install the - `langchain_` package. (v) Finally, check that you have + response = """Sorry, tool usage failed. + Either (i) this LLM does not accept tools, (ii) there an error in + the custom tools file, (iii) you may also want to check the + location of the tools file, or (iv) you may need to install the + `langchain_` package. (v) Finally, check that you have authorized access to the LLM.""" self.reply(response, message) - From 12bf4af1b55e2ab423abe92bb1414279d8b17c05 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 11 Sep 2024 10:21:20 -0700 Subject: [PATCH 03/48] Updates to tools.py --- .../jupyter-ai/jupyter_ai/chat_handlers/tools.py | 14 -------------- 1 file changed, 14 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 9b74cbc65..5c8b26e93 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,17 +1,3 @@ -##### TO DO ##### -# - icon for /tools -# - Where to put the mytools.py file? -# - Pass tools file location on startup, or in chat, or keep one file, or handle multiple tool files. -# - Handling the different providers (Chat*) and models (model_id) -# - To integrate with chat history and memory or not? -# - How to suppress the problem with % sign messing up output? -# - Show full exchange or only the answer? -# - Error handling -# - Documentation -# - What's the best way to add this to magics? -# - Long term: Using the more advanced features of LangGraph, Agents, Multi-agentic workflows, etc. - - import argparse from typing import Dict, Type From 529ed6f94076822ffc986f160d83b06d1bc63a70 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 11 Sep 2024 10:52:55 -0700 Subject: [PATCH 04/48] Update pyproject.toml with langchain_ollama --- packages/jupyter-ai-magics/pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/packages/jupyter-ai-magics/pyproject.toml b/packages/jupyter-ai-magics/pyproject.toml index d42a9bc7b..3ac79543e 100644 --- a/packages/jupyter-ai-magics/pyproject.toml +++ b/packages/jupyter-ai-magics/pyproject.toml @@ -48,6 +48,7 @@ all = [ "langchain_mistralai", "langchain_nvidia_ai_endpoints", "langchain_openai", + "langchain_ollama", "pillow", "boto3", "qianfan", From 546c4e979cbcf59fb37f23d8f454fd2229582425 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 11 Sep 2024 10:58:46 -0700 Subject: [PATCH 05/48] Update pyproject.toml --- packages/jupyter-ai-magics/pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/packages/jupyter-ai-magics/pyproject.toml b/packages/jupyter-ai-magics/pyproject.toml index 3ac79543e..90b9d5f48 100644 --- a/packages/jupyter-ai-magics/pyproject.toml +++ b/packages/jupyter-ai-magics/pyproject.toml @@ -49,6 +49,7 @@ all = [ "langchain_nvidia_ai_endpoints", "langchain_openai", "langchain_ollama", + "langgraph", "pillow", "boto3", "qianfan", From 78b605c0ab914849434fa18d91ec4af830630fd4 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 11 Sep 2024 15:54:58 -0700 Subject: [PATCH 06/48] deleted comment from tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 1 - 1 file changed, 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index b12fd9e3b..acc14b536 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -54,7 +54,6 @@ class ToolsChatHandler(BaseChatHandler): uses_llm = True - # def __init__(self, retriever, *args, **kwargs): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) From 7f725565d9e72c0c5cf7838e919f90bc5ec08172 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Sun, 15 Sep 2024 12:58:33 -0700 Subject: [PATCH 07/48] Update tools.py --- .../jupyter_ai/chat_handlers/tools.py | 63 ++++++++++++------- 1 file changed, 39 insertions(+), 24 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index acc14b536..90429fd7b 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,9 +1,9 @@ import argparse import math +import ast # LangGraph imports for using tools import os -import re from typing import Dict, Literal, Type import numpy as np @@ -57,15 +57,14 @@ class ToolsChatHandler(BaseChatHandler): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) - # self._retriever = retriever self.parser.prog = "/tools" self.parser.add_argument("query", nargs=argparse.REMAINDER) self.tools_file_path = os.path.join( self.output_dir, "mytools.py" ) # Maybe pass as parameter? - self.chat_provider = "" # Default, updated with function `setChatProvider` - # https://python.langchain.com/v0.2/docs/integrations/platforms/ + +# https://python.langchain.com/v0.2/docs/integrations/platforms/ def setChatProvider(self, provider): # For selecting the model to bind tools with try: if "bedrock" in provider.name.lower(): @@ -88,6 +87,7 @@ def setChatProvider(self, provider): # For selecting the model to bind tools wi response = """The related chat provider is not supported.""" self.reply(response) + def create_llm_chain( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): @@ -96,8 +96,8 @@ def create_llm_chain( **(self.get_model_parameters(provider, provider_params)), } llm = provider(**unified_parameters) - self.chat_provider = self.setChatProvider(provider) self.llm = llm + self.chat_provider = self.setChatProvider(provider) memory = ConversationBufferWindowMemory( memory_key="chat_history", return_messages=True, k=2 ) @@ -129,9 +129,13 @@ def get_tool_names(tools_file_path): """ with open(tools_file_path) as file: content = file.read() - # Use a regular expression to find the function names - tool_pattern = r"@tool\n\s*def\s+(\w+)" - tools = re.findall(tool_pattern, content) + tree = ast.parse(content) + tools = [] + for node in ast.walk(tree): + if isinstance(node, ast.FunctionDef): + for decorator in node.decorator_list: + if isinstance(decorator, ast.Name) and decorator.id == 'tool': + tools.append(node.name) return tools def toolChat(self, query): @@ -143,31 +147,45 @@ def toolChat(self, query): return response ##### MAIN FUNCTION ##### - def useLLMwithTools(self, chat_provider, model_name, tools_file_path, query): - + def useLLMwithTools(self, query): + """ + LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ + The code below: + 1. Extracts the function names in the custom tools file + 2. Adds the tools to the Tool Node + 3. Binds the Tool Node to the LLM + 4. Sets up a basic LangGraph with nodes and edges + 5. Compiles the graph into a runnable app + 6. This function is then called with a prompt + Every time a query is submitted the langgraph is rebuilt in case the tools file has been changed. + """ def call_tool(state: MessagesState): messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} - # Read in the tools file - file_path = tools_file_path + # Read in the tools file, WARNING - THIS USES EXEC() + file_path = self.tools_file_path with open(file_path) as file: exec(file.read()) # Get tool names and create node with tools - tools = ToolsChatHandler.get_tool_names(file_path) - tools = [eval(j) for j in tools] + tool_names = ToolsChatHandler.get_tool_names(file_path) + tools = [eval(j) for j in tool_names] tool_node = ToolNode(tools) # Bind tools to LLM - if chat_provider == "ChatBedrock": - self.model_with_tools = eval(chat_provider)( - model_id=model_name, model_kwargs={"temperature": 0} + # print("SELF.LLM_CLASS", self.llm.__class__.id, "MODEL", self.llm.model_id, "CHAT PROVIDER", eval(self.chat_provider.__class__), "SELF.LLM.CHAT_MODELS", self.llm.chat_models) + # self.model_with_tools = self.llm.__class__( + # model_id=self.llm.model_id + # ).bind_tools(tools) + if self.chat_provider == "ChatBedrock": + self.model_with_tools = eval(self.chat_provider)( + model_id=self.llm.model_id, #model_kwargs={"temperature": 0} ).bind_tools(tools) else: - self.model_with_tools = eval(chat_provider)( - model=model_name, temperature=0 + self.model_with_tools = eval(self.chat_provider)( + model=self.llm.model_id, #temperature=0 ).bind_tools(tools) # Initialize graph @@ -185,7 +203,7 @@ def call_tool(state: MessagesState): app = agentic_workflow.compile() # Run query - # res = ToolsChatHandler.toolChat(self, query) + # res = ToolsChatHandler.toolChat(self, query) # For all Human and AI messages, if needed later res = app.invoke({"messages": query}) return res["messages"][-1].content @@ -202,10 +220,7 @@ async def process_message(self, message: HumanChatMessage): try: with self.pending("Using LLM with tools ..."): - # result = await self.llm_chain.acall({"question": query}) - response = self.useLLMwithTools( - self.chat_provider, self.llm.model_id, self.tools_file_path, query - ) + response = self.useLLMwithTools(query) self.reply(response, message) except Exception as e: self.log.error(e) From 3159ddd413350099149a0c27cb6e8ef3482dcb5f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 15 Sep 2024 19:58:55 +0000 Subject: [PATCH 08/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../jupyter_ai/chat_handlers/tools.py | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 90429fd7b..e1fbe6cb0 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,6 +1,6 @@ import argparse -import math import ast +import math # LangGraph imports for using tools import os @@ -63,8 +63,7 @@ def __init__(self, *args, **kwargs): self.output_dir, "mytools.py" ) # Maybe pass as parameter? - -# https://python.langchain.com/v0.2/docs/integrations/platforms/ + # https://python.langchain.com/v0.2/docs/integrations/platforms/ def setChatProvider(self, provider): # For selecting the model to bind tools with try: if "bedrock" in provider.name.lower(): @@ -87,7 +86,6 @@ def setChatProvider(self, provider): # For selecting the model to bind tools wi response = """The related chat provider is not supported.""" self.reply(response) - def create_llm_chain( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): @@ -134,7 +132,7 @@ def get_tool_names(tools_file_path): for node in ast.walk(tree): if isinstance(node, ast.FunctionDef): for decorator in node.decorator_list: - if isinstance(decorator, ast.Name) and decorator.id == 'tool': + if isinstance(decorator, ast.Name) and decorator.id == "tool": tools.append(node.name) return tools @@ -150,15 +148,16 @@ def toolChat(self, query): def useLLMwithTools(self, query): """ LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ - The code below: + The code below: 1. Extracts the function names in the custom tools file 2. Adds the tools to the Tool Node 3. Binds the Tool Node to the LLM 4. Sets up a basic LangGraph with nodes and edges 5. Compiles the graph into a runnable app 6. This function is then called with a prompt - Every time a query is submitted the langgraph is rebuilt in case the tools file has been changed. + Every time a query is submitted the langgraph is rebuilt in case the tools file has been changed. """ + def call_tool(state: MessagesState): messages = state["messages"] response = self.model_with_tools.invoke(messages) @@ -181,11 +180,11 @@ def call_tool(state: MessagesState): # ).bind_tools(tools) if self.chat_provider == "ChatBedrock": self.model_with_tools = eval(self.chat_provider)( - model_id=self.llm.model_id, #model_kwargs={"temperature": 0} + model_id=self.llm.model_id, # model_kwargs={"temperature": 0} ).bind_tools(tools) else: self.model_with_tools = eval(self.chat_provider)( - model=self.llm.model_id, #temperature=0 + model=self.llm.model_id, # temperature=0 ).bind_tools(tools) # Initialize graph From 95a13d463a84b8c2bdabe00702c3f898e7471386 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Mon, 16 Sep 2024 10:26:54 -0700 Subject: [PATCH 09/48] update tools to take tools file in slash command --- docs/source/_static/tools_correct_answer.png | Bin 47424 -> 139666 bytes docs/source/users/tools.md | 16 ++++- .../jupyter_ai/chat_handlers/tools.py | 56 ++++++++++++------ 3 files changed, 52 insertions(+), 20 deletions(-) diff --git a/docs/source/_static/tools_correct_answer.png b/docs/source/_static/tools_correct_answer.png index 4f55f7f4a82a2d693d3811f022f5d75f88f95385..816b96df5743435fea25bf11df38f9240694d173 100644 GIT binary patch literal 139666 zcmeFZbzD^K+BQr{cXukFq;z+Pq@r{;NJ=v>h?GbR(jh7!(hS|*DK$fPIW!Cn@8aHj zKl}Oi_ulvY&-dTA=QqQwwdT53oY$Ghd1!=|hB6*DH8v6w5}wL4g_lT358y~hs82A_ zfg=a=$QDRQxKj4=@>(kL@{C$dga0QT&lHRqguSe*=c(Htd zk6Rtcv+so&ONT}Er6w2Xr!o38nH+1uxfkA#)Q zwmPtNCe>7)ML7=hy3|y#h4+;`>1_I1`Qh1zD#lyJwSiqGrGnI7aXz7v4!r}G9T~{R zA2QG9-tm6GW5Oq1R|w&_sPr%=#IUH98?|ru*P!k6Bjh1nd(i#FNl1mYhdm(YbemX6 zwJ&@1`5M@|nf@7MRsZ?TbSg^BO9pL@!6?;`6zp=vAYLXE3&9U`#}$?xi9(jx{4kJ>|h>!YRA}Yr$9q{vJvBnqi|UMJd|BkXtFXPE@#LJmgoA()JR4(Y{swT2U zZ#lE#2q?bGF=$e3DtA3z>BNE5=Dhgmb70L#TPBNShV;0|-i)sor5&*lX5y2-g@t0o zh)gAeM4LFc^g+Ql7SqI1mg$^?8M&8+dXs0L>>WyPAe{x7E=C;pK3809FS;hv@B?#3 zj0M&8Zwm4Y#H}Q~n0L#WI2;7s>8OQ8cZSX-N z<^1ky$;3yb@v?0vir+1^&DXz%P2!OUAw5wEi5ON58&>2)X+=?T54jsgYwlm*!3WL{ z1dZJS=V*S)TN_abBjMNLoOHAYzJz&SeY&?^u=|ilB18A6OEr#nIKI@Ik(86+fVoB_x)U z-})eB@m`M^@qxcx!9PysA#H^0r}$S7QHhvdTCwsmJeKc|_w2R#jt&bKU}B3ueunXu z#`nVsV`;o5d)UvfGe3wNLSqzC*>UjXS4Xkz(8V5bDMXGv+M=$co)4Y+#x@qYtSmHqrieJ%l;`YBuL!G&@QE}!nkE!| zlphj%MocMq*HR=z=yy_ec6FY1N_LWT;;&d*NJl9AVuK|#s>DC!ew_VE&OmiWQB0#= zZihL5u`o`(cX*BQEw;V_H?wY>_ovwS(zxt+X>9@aBvQ@i4?{ImHT0jup4;acef4-D zr7c)6^~%M8Rxna5wm!^2SyH`8IpEvZuNHYLImE@xuTl#ul&nkpML&l>VR&8jYWEfF z=j!X+pQ^8F3bVADiZ8>IzUhx$+dZ!IpCLBD+a=va-VLTU9(ob|ty?$!n@)jFsh8qz zu9)Kd%gkJ<7fo7CayRcTADx=ueGL1IZWvtn)bQKOZz`*KN-eC$?ujUKS4@fT1(n6unru28-P03I?Om@_OlH=cpSZ{qbeMPw~5C?*Bp3GCqFSd%-ii6 zwoKk3)B$F({AR{dK4$PuTdAqLz8l=F-^~#nOLdkqs_w5A!pfl@lP+Pq#j6)Z+fA*+ z@oi*cRG{;fLp`i={sfX*rQfI@52J@%ZM<^N^R2&leoTHWg+mfqPR`Hez_q9Mk~1|a zHK~wm#GtvRqWXEIf!UaJ>q_$O z=uEQ6MLn#Z>9wm(`PvK%YVvDA%fqA;go`e^q7Ek2`{ zEdK0U(YHJWx)@d^Wkp>j>1Zl4e*O(dPD!tq@L{O8+pU}G>R$J3r|PO9@dQaX+r-00 zP26Xkns7DhQ~{1{iwfBa-nyruiJ#&sxN-xHmTF(G)^|6=@K6O>zCR7ICmGfhNJ-&8 z+Rq9L>#9_Mt|HSm%e>;o;*WbMXb^{^uPp1h`W;lo1&VBy2)<$t4r?nFC1$PYcgw7 z@?&z-bI*y=H()xwPtD&03TA)d4SX0-7;xr1Gj9H71Zgb0KKxkDv7^hUlT_m0;PC6` zF&Q@*jjpz?s;+klmg#uyl*MjEmFbjqNrTC@XTQAG3Cq<&LZQ z>h0<^LKrS3rPV)6pmK9B%htE2LW*qzEpK%oLuQ7s>e5-oS#j@9xLvVZX#vc>*4>`V zfTMU9CJ3HhpGR(>`Axecv_CelT}=W1ycf{Sia4_XcFxzhZgd6G3Ka#3sj za$sItCBLLfsiry`Up!z>Z8TNeR^K)@`&i0*t#R`r4`&buk7AyCs-~`*?sES0On%pS z_cVEqN6-XOJ2&?HOo` zZo^l?86z-oj2|{RzJCyHW8*O>;7+M z3|WyR;XIlxG9SQZ1<0wc-;r2*q{~V(M zeBZy~fY1G$e|)2U3PZvG_K1Ox&li+`jeY?Cg8Hv*)cflp$!g21r~u#EmT#@Co!#wR zJm7W@F@XbEuFv${k&wtA-G7i(UOqek&OdGcO3y=2T}{l=#fjV8%EiK(+sDcE{yaz$ zK4QS8leLFAqmPrLv%8p&B=a95#DMMl!#vE4e+=<>Bgw3%uEi+t^46MBh?|$2mstv% zk&#j2t(A?~O9iEWP6zfRne9A0T*Y{JyuH1-z4^Ia-rDj!6%`fb;pOAuz|YV_mBUaD8Y08=>JO;|B&+^M*%@g zVN3A*&!S0TQxbFlMJy7ny@KW|;2Y4g`xo+O;1ByhzJYCIiWn)1tz{%686*`2*;hWu z@Jy^ZFZr9h&GP+`W9XSO;t{MOkNHhCXGGkykRL5_a`9X*u$`>fu5_3~;SpciuaX2m z2{ydF+myV_S~POccF%OreABdl#a}ud0POJFCY`|-FNOzenOriWFh9Ke%eRavR#ZZ3 zbLsVZ-CvG-hlz$l4CP??o71%-5yrKGk%(nw36Y8Z@{I-mjG-Wd_E&E+B+O@K(nt|s z82{#~@6ZtasLYHgfA!`?LVH-o@J>OC@UJd;e?uss^}o4yB1$Ac7z8rR?3jOb$@?1$ zYC8Js1$c*vi-e2?$6zEPMf+=s5yiEd`2MxTWYEyx0m49y!^D37H_Q3VtW@H!CB}$? zDkFn(h5QWdf$U$dlMEnPUHZRVZ6d-TWJboI8>ENt-~ZiJ0W~A|n+5-`n*E2a|5wfa zseb=os~P1}lq>HA-=3!PmB_u^WRth0O^7tmYP9g&tV_#oSXdZJx7%uWT|r)2zqzBdW0nkxyLhKII>=sJ>_&fhtlFQP#~6j15oLH<3MZMNr#^qv243Tb1eb&~!Z zt^45eMuz(^3XLD=Ge|FRRgTJ;572`03jgK|C+V#+Sa1dqyqvLU z{{d+TB7s$XCsg-H{%_pJb1dAb*4yT*J$Fs%8xQ+;;`Ziyb(>z1Jk36AnTdvf<72fV zTV*ie`@nS9GRI=d$_pZlU))s_FP-YYjwt@Mzx*PJ54n6THC8#jdAWSwysGw1^Wt{w}&LPjAQ)u zWad%spk^$%OUsSd+0g(`4b5!~SQ>ooQ`3&k;W42u%KD!Q@E@mpjd`MIb~mA|S$DPH z((?S=&)K%Ti`*ShGtH5k&*A?u`agDeNqjalz2~eF)HhhO{g0|?LB~VF^8({)<4H8d z;5mw*8?KtUl?9*GXq}E3lB;nI@nS>I$=9Hj>1Ri43!r^ZV75uhAoT437fm((%97c_ zkl?gYj5lBwv??#O_5NaAl(2&CZqHiw))F-F+b`+7pgGl}x21tMg$-L@Bj-vQ_IB?x&f!5V1j6drReTrByi8wrG7ily^5!>p5s zz`vFL+~Uj}iDX*A8>zPSz>SGV`V`7t>FLF?V8THK){ELfk|2zEU|Fe(bX-RBl-b4C z6SZx!@$v9NL6z{KI9|-%yVKG@*teuohTDU1nrnMl(2En~foD4U)}I}}S|=NOxn1qn zn0{c|H|y%h8r+mR6ZKvS!U(%^z6H|EbdUAwKlLF|YA6LslI1dXEvqr&VFA18T|XDw z{o1FrgKne&aWX!0LC=LXbWxbj4N0EOwPAyn++BBZcp3@85J~(cq8&>U@P&0a!rS;5 zP@fjt0ot9g^5n&~P6;&i8K*!y=hx_hCyQ%WK04=wl2hB%z)%w{ z$A|+@#+2t@X{)c3>zN_fTptZ=?uosZ<7!AVJG*!AfF)%cdWAl}XJNw`e3p>U0J~Xn;X2MC2Ejt#)TPZ^a0Mjey?ao_%VJS=NJ z)oiIuf-vY|2-$@Co-c<7^Bvd!F8MuW0&;>FY+pv2UNd7tDfF%4mvk4Dz31GN33q^a zcZHD7FW*wnB;%g=cGd}Bgr){*2|Y`^ii zT}TnG65GO2T={9%eMGXOC|MuSzq{S$+tbq75#IEkDd7}AT7t9m;fuVp_W7A}fG1q# zu3ICfe*gh|d5AR|BAvq?0tB!yEJ`qhfixU8gHS5^BC;CAFLw=Hu#0$<U+wf@&MfwpNy5~X&np8pN51XOva9@`F$`2+Tncw&>~lQ zEJ_BI20YLn)G`+Ds7hUUenS0e7b(6d>k-%5E7Pl)X=;Hr2EVNwMk7-|-uzUIM}?^P zBCSpP0sA-=0#@LZmb;t%y&mb?aznrE+~B0zPztI!7w~cVL6kQo+T>=2yT<5|^0Sz- z#*ct6yj|7$B=}(K{&&1(L18tsk$s-PivfIAUv%f{VxhM^yEThaBL=$JuZd;|K9$i^ zN|HfYtk@E!1j`W;?|1UE!SyBDxr;9->mQFQB1M;70&2s7i$ir0E`6P2S>2B-x5pAA z!aSG(gPioYm6Dnvl7!v6$aDn;eO~B29_1WS!84rYrD`SXU~1!>f7($k%=x&j5lHIr z%^Rse%9oC1ZRiM*T5F8S8TlhrNTiLPl2rnBNaRPZ5wln_LfcGF9fX*qN0RreCquZ` zEeD}IRwQUc@SV&*ac8a2hpj@3i#L1T^9FB<$pofev?@LYM1Hr%CXIFUoYeG%nqY^J z;NsQ7Svyrc`%IcBkhBFeGIZ%xqx5`Hxr1ci4DMFXI?LL*c-1k7^eh6gVHTD&(To4$ ze0{JFs+S@>WB08r)bqMzi{9FTmBI^Z9?p1m)yXEc3_W}(Sl$W-f}EG3W4WTkqwD6g z1<-s!eirrK)uXbWV;eb8qQ8Dl>l%v9jD0>H99XO2g9e5>zb9qNB2Mw8B>Dp1EcM{1 ziebv17sZ+UG&wH zGFu!MfvtG9?&n3zsCNYGy2C*VEc3W;`2{xb{gp5f%ffmvXI{KiYK;y9JAzLOO+%g9 zUu;x)vo}@X;rADp``(;R&$nSPz^4pdni#)DE|SfYD6Q0uNL__+`9eKeTxe)Wpx-$C zfdT+Ma0Lt7ouSJpF+kLvbbSkK2Q}0qoXG}XZkyK-gSwxD_0WSj6Ld+G5vqEtx}u4TbgPk00lhpyLo0^Mlo8}DwfFz68( z9J5Ph^Z1`f0k=)rf_+xrnw2ZGnH>nW+2k<2c>aT3KeIJN`8wv~`+n6wPcD8E_L4wZ zVin?U`!vCPju8p|3$Irn@x48U+qh*mwW5T_sS|~Onpz06Y{H2XY z&!O+Bed!YLdnw1ZMrMz?(Gb0JTCMk)2#wceD-UVWi>XiyjFpP~K$euK4EOx7AA&{FZq)-gzBQ;OcE_!DwNcpOpj{4?OV~O`HJ2KoO>f`X)<(9qoDgCs zwegDU=$eh-=46V$V^Dji#m+lOUQ*HjWH~F)ZUPcbz)H5pU)aOP$j>>X5()>T7m)vh zl$W#`%J4*!HDHi8p?gY(@85d+9~g*Ms0^@f!6vZ2oM$q(fJ@5h;lCHIw#);QSnM_#-~ME)pevJ6OWS7_;(mK#b@{nQo{q>qA0+ ze$+6-L7gs;ZNQFp_FH9oU#oK|GN=oX6X1E3cV^v`C*2GQFVeC;*ujRoB?N4(1{}dk z!chExL{*RzxndIOzQXBvh<0^IQd--(87fE)J(dzGVl?X`!dT-=CDC-?b$j9Q&J7;6 z_or0@5{fSh2qCA;+XUF0K!&n?r&@2cj$h+?O_PgP(|VHOdox<=SE+AyKIF=?7jw~{ZD2$Ii$^4qxQZ$g2L)8kp^PQG5YBKx&-WZrqrA|UbsfxH zrreMfaH?NUNJHvhGviPgB=WoBUUUSR(M)+~R@9ZbsiJ&sl7>aR-(K~2T#dp=G$o#r z(_%c^WT}Tb&UmSYiV4ZEN89>Bo1UotA($i>**6(zOE?Msjtj5mo2N|Kze6aPtlBq zP}0)7UCTQ49ntLY?Gg|3!Cu-g5t zz;NfFvh0A9^6>IqALw|tQw@fqnd!r#nh$s%N1OA3rIE5|NOq>iMoT-ROtS0@&#GSG zQI#f4^B&iNrUZSgn$f<4@_*ES$|udbUp8|>b2YDK7IvsMQeijSkD-*6+ZRq@sOI__iPY77bwGVs(F2%XKTj6kAm{qrGqY?|#n?ZC zd$FH-WuP=W-zjvJ>9N zam_VN$3XhP7|uzYfDL!Tq4nz50}A$Vr}%M~pnxYuwzgy<<=Qy*!H#d^LJ&Y+2w4;x zVBblhvdwtPd9!4Qu#jubq<=ENNdjSncFlpWcFp&X4!(5-!dXVzs+)x1Rp4Hx@Q{Fl zL6?w&!RE}j{g2IIQIa(YNxR-Z^`+QRu8v2f7lHf}Og>mfMgR$>#1`8oWnj$M%MApI z9${MA0UhOZmuBA$dSTWwwm>H!6@oQzRYTk90#3$YF8JT9-*-d-1}OIz2KW&Tk+Ik( z`U%M1o4^%W6BGBdKMz(m&EqjC@Mt(pVmO*1n(I zDn&NMVrkXzMRX&DC4~Pr+(LviPBLvf`411rJV3u*P&Ub!Xbii;%;5sz3i4wfi?-F4 zNYjQ9x(xgpEEU@~0bIX%xMo>nC>9o<@B=QP3^aA6{&7y_rNOt2@N*OfLqGbsG9z^7&OGw$Mb)NRVEVEu6GlAq+u-cC>D`Q5-b0cH7MMFs2?2Uu-1mv!;NLbN|x1n@jKFPXeJGt*rhcsZm zZLk+nfmN=iU;I(}rZT{J$2)!{r90O@J|nT&v1q$t#Da@9w%aUo9$@}T4e1rH}OR6Pr$D)+{o1hzRRH$@2|0f zL<9MnSmLmM!=&hjE^XTVaON2?cR}1`Y)5uc{K4ZTvP%QmnLh>*BD>TYLe)1ZGoFQT zkWEI)0|=_V<&`5-hlwU;o@ECUemI?%9&~jfWVmtBsb;=ihZg`Qylf=Np^z?I$TORx z>Q2}_EC4pJ33n}zmF6HzQRnMGE`k3J@!if%rf#Qf!6Cmr<8gV79PUUM!|V@*q z4q0Kf`;opYqz*x_lR!ST;ufMp{Te9pcu+w2^tC_%03vEhx-k>~?7NYgzrH_nfi&cs zQf6f{rEiOOyJ?@<1LjpZghNKcnl42j<_viv=4hJND>$F1~%|G+L ze>8Kq1d&PK5kYGpbVPEX>S+LBQuL#~2Jm&*^G7B+qvLuMKHUg@cr?#3eb6h<v`n z^uaS+gSs34Y0~*eYhj0EE4?*~Q5pz$dq6xaVYtKx*Nw{I)Ttz}dX9F*@4o^Pd+jVB zxLn0Eh<5#DI|4oGzP(UpR!D{*+sQX4I0vxK#%x*2XDuqpINY_Z>XN4u=B5GotJbjr zRDY7|{iAaoG)%J9(3-_QA8Wa<|GhK=nc)>95DvtC@X4Lv)@3-85{Bv1T9$8b@57AFk51 zUjlx@qbor4$)Dm_|A-2nn7A3O3(SZ2&5a(0z`1+Bh4@kYyK-FP_Xg1Na`kaA#NW33 zOA#RxZJ`7OkwFcOvH`7kW!wdl0GC*U`eD8S&X{29dq^ayIl=nx&hhBJcSjTTuNI;C zK*qEQh|6xFJ)qQuo?FPU<8w+oH58GJ2RPJk}MJbeMN*sm&+4J@sCuHy!9XnU881Y3F zVUtl|aHq8JJ38=rI}T6n-Swt4Q%k|_Ht(F2*gdbHA=$*Q4`^~1#O7=@OYKIkCu271-0pxcYh;K_Sfb&n+bTmdq2;v7OK!&tLd|2u4y-eXjD4`{@| zF|m9>ZM2b2_EhBnOt3KTF|MAYsj~Poj~`9R!oacRhCVdeh4hSijZ|uHdxODgB4rt^xlUqfz&&>lcmow1rp*vyZ@Mk`tM_w%0 zF1&#DNC}-ZpEbE`0oCGA`?9#MJRpq4@GKxHg6p@qG$K6;Nhr(moYKF+*9g7~?k!|` z$8}BFS$hqD0R6ufMh2@1)8pTKK2kQ>+y~$)uBZ>$Rs(Q4_ra&3h(=d&h&Rx{#sJ+s z(cWDvZ$iv)MD|3mW$95aYBU}sFy+uc=In>yf4Cy`d*v#c^)V-4pND?1XiB@s}T)nni(>UoO* z=xuFuBi$tnRwa~Jn0-Qjgi_M(;w#H=8q9EQws&TF(XadV%2J(<(^r3rjSkOK0qZ@{ zv0qX3yc^bjPtQbuWH}t0SSWbp&i> zh_T!HA^x>NXV#kl03*g*FN3wR)5|zD9(LF59gL1R*ji_Xp^umHO={2|8-V0Z&OZO!V`YJzvJe$N^#X@VZ=fx#-FGoqtKb22mEHmu`g^*0UHf?yCGQw*wypGgxsd zy}TaiFEJG)LVG?@ZZcr|F99b;=x_{}7>Xs&+YxrZj<9uJYdClPzEK5`T5K_M+BE|& z$GLymk8GRNbbQY}RW6nwJ5^0x6IA4dzrD-l2`E^m3J}>@k~mIoxqid}@z)HD@2k{% z*D~we;OW7aTcjyQz4Jk0iscZd=hQG>`BL&TF%|WWwd5&~F%!JNFbJ@l*1(1j?BvRl zLX$(OLJeo8HKvz4+~vKq6QiHj|86ka#|Uc1hTpvHD5~%Us1z0F$z-*I76dNn`XWLf z8h2RlCHNixdM7U^V6(=dx8F7^O!$45PjwnTYJ#h8H@YGCcR1X$rGJ8Pqa63ShxQcX zS)?hc!n{|IOi`1^g72nhTX_8HnjIN5HiLA_@mY_7p@CwYBz1_}>lGL*T*Od_!7MyrQ+%-x?RRb06D`m^4+bAqF1z35brP&@=Vu|GIM^_Q z>9Q2jv{=Fon%+~_&-M_QAll{ob;iv51I^D^(-@#3;92hb&~gXeEIq#VVp&Y;!>C`* zpM&%K@xb&=Imf~13Xc6^JmvEy^8|mW%%pmrk3+&SNB$8WAP_E)%d67=-pk4ZH!O>|PmqdzFQ9bdc&dt0#iIhV+g6=t5Wo=U7 za<07uHW%y3-r&d#SC>0_5d7)pS%SMs3MKx03J`(X+ho8E*x|F<>Vlv3>Acq8;o{eI z1uojVLxzOX4J{%bwYQlze-j=A`?r3ZUUCJr(kYm3@r4J_{cJu)Njea|fEx*NM@K{nVY&>cVLB?S`v_|Oq8ys)(d>1B?rjRiP7&H&}eEkRSN zZk6#Rk1HO=_luaqd!mGVeH^%~=iEtdE?$|QYA+ysrnq{>VOi=1(75aNi(xk(c$HZO z#UQTZOiy_7&E<597eG$allKryMF3D!3J9>ddrHB&5X_3?Y{2xE?>b&nl(tKFG^f$^ z86>rSP_(izb(t_7=z4MM9S$&Ln#xU?&3hBidAD2{3*WQG7GGe7gWN=Twy9|Fhp&&4 zTWINx-MYx`!#ly5edYFc z`WDudC}Zm7s&@8eV!C-4RewhBLQQ%JfJ(bO!{AB8#JIJ_zuON(g^1K*%hOce=S2W( zjhB`ZlSJIZy8}-c*XxH%Q8X68lj}ECO=k(LF^!QqQXpV8I*{WM-(2E^#5c;$Qf@~7 zv`+TF0N8huYvTR#MgWIw2JhI|d!B3tdQWtUxt3{AZ29pyI5H3c$rhcy85Bc) zRjx5U$B*6oqPyd=^BYRo4H=OVpAZDE=cn6d`N~~y9lIfc$mA&tAkS>2zu;$&X5V+H zI&J{o#IDpy4nZhLTE*63=eMP!_b{cUj?!M668bDVT9TR~2<)to!Pc?)wR zaH75u=zdn|=9bNNo3uX+(4yl?xA^%sf*97PE`7^yY|gBAUD+;W&+h=`AN4IhcV!n2 zf1trXB#?8b+HB?cOf(wrCI#R!9WN6tzI1*m-@E|y{yHo#-~KLb0o#Onb>S?wyL2o1 zu4jTjR^fd|rv07vGvJqOF^fS#WO3j<{iI$VU(`yEA>?S#9rvcn*bDZkW5(f*a~EH7t+zRDd$i_PHf$EzyCxbe2$I@M-ul2cO(cPfCibUN$n7F(i0)2+tTJSY{CoQO-Lm zrh_}-=$f@6>l2|hjhjl&q!%x{w0-t&u(+1ciZ|s6-#z71-WC~D;L1r39UuLL%!w^d z=Of0UttsglpInty(_Yw%8WM;pLG^*jsAkx~F(n9n}l_MU$;T4t6!tjOWE?KvY%bM7g&tAZK`t+<-ol%ha)nl^G*ripE!zuzR@A_~AP;+b(OmW5tr1QQkF^ z&7N+{n6`Vd={d*r%)ZGWD>qoHjGk=6X5kU7SjZL~u(b7Arfy zxb@--VP?k1=}UZP@EHe5#S4p-`d-Ff%l2=BjAo}G1iHCKmT^CcT;6>%YX7v%cK7?6 z3}vb)7Pu;2JKc;ot}g>JZ9COWsD!*2pU4k~oyxPrhb+F`Xc7h4Yj`bAFH*Kvj3+B1 zU8#|2SW5;vQ143Td9@LapC;xiIojQKcAlUkA075ENEhvG7_zDoC0hKrD{a`T2jc6B zM^z(DP40ccCcl+xoASy6$;K%ZR-kR$Wv_DaaX>FEnGor+m~XHljKfQ1@kxRWuH1_$ zcD{*NL#L|OK2Gf-XyIxpE6NTB=|^S>^M_X&p|ClBph}Q$(o9dcwOj2Y!NfI)U~``A znV7X-k68_eoMBZC*%K=g?4D?c4prPS$I=NC+mzRLH!XL` zr}KooFf{ATTm3oPoamh52)yTXYF{i2ignYf<|jlwt&oS>N1r!Xy1kM-rH>fX(;RED zZ70rUCmBp%%Fv^j1SJXoG%B1@-Qe*}Ea$0!NOU|DupFB3s4)IXZFBjVy)!pps&>#r zj-0%wYO| z8RZXy{HR4YHlC@ne3>tq@_IiiF?kF)>=K#ZS#{&fha}~-VZOT+enjD z4c8Yzd-fd_T}SO1FQZwUhS<|D{5jOYkEjXNih|@e$+^pe@Ma`es@ zek;wSkN)z>sf(E+P4lvw?+*4AYh4pmquba}hH#*|_oJY5d69s}ky3TY6Zq_ynK0YG z2V0^WVuljkrn7P(R`|MHaD9y4C*u>*hDbhT?3{Utl>g z2_TP+G8OYqs87V7@c&Gjw+X)02u*F&4ESjCbommX3nreXKD&B?tDYX|(=A5|W(kSK zuuF77m$gYDt-zArsd${1!aT7#F=@kYtG4pxMFhFv2N^U0$RG%D7T1(+hZ0n&kDOC&dsbwC%@HK z$?-7x~xNQ!2H1gjsY8<4#X8{(j z&G3oMX->XLK7FW@$|-H~!k>Yoe^j@fJBqWh66>VHKA5Y~j&Anh*Y(h^Z(fMc^?|kG z7j;YkvQ!?e+^v<7zSYOe?}?Hk37hH%+4ZuLp&RUZ^KNw3U;9(0R~*f^z3E=ma4!IW z1phM8X<9Usg)fpdr^)Wi{J^AX+nn3nKxOgHpTzzCnSQxHc1y(Rqkez$nxz|H_?f@J z^3>q>V^!ORw55#2sp$%D&yv@_bD^f!=ES&lR5z?MD3|UwuH&qIK2zIX1r8|#XbAEJ zjoxHF*WCuP!cRHLJsuDMSSQ_h^Qg7RyH#uGCVS&QzBxHchnMKHT72c7PC)C!f{N zkI9}RsJ(aV7)Gr|4i~dP=C2SLG}0+lN05)pO{RIUgOUX4ejmZ(0i3mpgR7wRIEpf> zsQ~5XWit{U!hr=hR2~uHKpwsR1z&U1jXZ{DRwKLJIL#Gj&BvCp9aWs%H_xuVHfc4) zBiwFTO28b!=u+U;EP!M&>KN`DjL}CRy)|@w{5}$1Ord8za^pp`Y{s+57-D-UbqWS$ z4`wmY+AO-0BtJfin~rk!8IhH0J|tLN^>S>K;Ro$Kustkfl1A!3;tCJR&Et&CMXWA1 z2WNM&l`wEhbfVIiAL2RcXh46L{j|3xxT?QCAJ!ZcMC&VsQXZkEac0rJH|RRIM!DRC8dczHFd<8hWnF-#MP^S(WcUo#&aKi<7F8UfdIU8fIFkc@rEgxW0Gey~7 z*#|JqsrOKS*EXsFF@eb+scJTVbBe&@jHa6wXtHcL3;;|s8mtB9Inyy|)RGJkv~ugx z;I}L?b6_3rhWggsD9|+h{*}+=Mo!fKIjnx`#FQWOe>`d8%r_NYz zR;2Xivh8yNlMwoiOI~`!6UDk8XZFNa+ngtt0h?6a1L8E^K<}+Ar}iPriUdbh*5^sp z@|Gyy+nfDB;q%qcAr)^v4)NyoBEs{IK80 zZ;2*`&<1^`tX;#Ab3flx#WDYbGzxe%TcdO4%%srg!zCvfHJ;j-M{8B2dYM!_F}mh*j+SFJ1lVlU0Y`C4*5dNeCuZsuR69M|kzxcRgfY z*9?Cg=gSljx?4SYlJ*edBUG3@DA~|0*ZKtIs!{9%mZ_z>(Vz#%plgq`Pkyk(v3OHb z7bMf4E-)SYCl@U=$9Z$)Qr*o&-i!g~ju1+`p`$)$8Z*x9#fAvKoKpMj|H1f;%ZeYH zv-Zc3&Xd?JmkuOZtgve$&Cn;YR84)G@3!NhUNytS0L*w%fId+~aT z%A2DBJ;(Wua}ToCN9o$)-1Kt7YnqC{s}NsT^3(*MI{Gy6bM!ei&M@#VKr}zwa`_9D zM9xB-t5nbJJ+)sL8z`DBs_3VL=4%++;~tl|%@c8Gry0|bjI(yXWd@B*x}2p>HYs{p zT-EOb&?6@NW;s`%weL5jKKclUYk4;h-4V0pjB%}XH_u|hU2&RMDRC@3Qf{eFs6#Hfs4A{MIV>9J)vl0VM9FfX@}QR_jaY!@ga<4O=1;s| zV8rq!*s^}JvTDKEQhN(?6)-n>c8d_}2Gn(q@g0Z*@`j|pW>%KwP2 zcW&6Zh+bKQ`+vxL>#r!ouW?rpK^j3oKw3JbB?Y8o$bkWA=~ilh8AM82y1S&LdjKVs z?(XjH@;u|`eZT9x-?iTJ51b!$sWU$8=iYnY_r9*%s&lA|0ObD)isNB1;{k;V4VKk= z*Urc;8x}mdh?QY{{oQN0vCf4dRa;qPn|yQF5PNUcd&0(x8hg?-OTQ=dkAg=&>QQB- zKHt`%R^t7Hv9(&eV-Lx)y-ZHm2@a*t=+ASEAd7=cb314c*#1gdsLHZ}fZIVS)W7Vh zbDvn~I}ulKYCLjm_|3GFOrisvry^B{^a=*z7172JH2-3UYT`;tZUbeEXp%q^sv0Tf zp6w73B?uY$k)R@#@L$0!h?$C_;IM)SET0)6^{rhWU5gpXm@w)p%@!pn&=FIVi#~OIm)g2}LA{De#FhXLtuevby%<~(R~mk0KmV^t;-%UH zQ#xGhpKCpYY(>2X;j+DY_(k({Pd&Duw^mOip4z3@pzUvEW3@6cV7^;KkG=cOAgMdn z(%cM(B4xCfN%s6k3Cqbm5k`-s(YQmv(NLP0z`3C|%*Bv0vy`dCgvlC=O|#lbn|#_TA96bpo@7xZ$XoYWPqG@6xs z$>-2(5qnwX$;DGuj=SSpp$UaAAgTll=WU&t?#B}PdiLxhNf-6jk5POQi=eOf$hmUf z*-j}NY+S&G<4OtGIarh`J_r6`;dQQOUVY)8>Yc*$%@GXD=+#RqJh{LT|Kn4u*WH$A z*w4`<&}(K$h12!!dw=5f&Db4-UWwxYe1Y_>MJ+krMsx0>MZbb`?rG<{PeC z=!%w{@uE#*7qog3)r&3Cb>>#Leq)fH2J#UX6?@h89)}$`bIX?WDQJ8D%D4t|Ec-%~ zE4qTFH=~N6Byl4rP8CC40tG^>>MFBp3wSzPzlw)m8X2 z_q%DMrhRHxR)YC_@n2B-KR1Vwe4 z#a6%5ne|jv{A|(RCp2L$Rs!nuwAcXG>>unaGj?I>uF5aV=GgR5^wwI_FVo)|p2Xp8P1|B*m?g?AOZ0d#^Hq887G7!Z1l>DK(3ll)N{mL- zIQ?Qj9Q5d-cS2UrWB58Azzf^QN$sKBX8{O(QNae?~fr zN{g8ER!gfVQf`uJt1t-+A=rcg0U}!$ybIB#VdHrmMch zY;SvL3Y)zSam*y%tb5u4MpBbojVNJNjXSuNIGm$D{hZ&l3&Hy&#sZ7iSt5vU-@ihj z$qL8PnaW={JFQX3!kmqig~`q@J{cK=#`~>U@x0? z{r2QSfGVOpYThPcNgbSUp<%pO*f=usrbU3ljK;FOCF1W{J50865*Jz13bq)Z?~)Kn-xf&lF}EW(=ADr`QhDo702iR$;B$BzQ`6<7A1LM}iK|FW~_Q7_RH#j0v}Bzk>F`QPrAjn@ zM#ZPwxowb6+Iv`_1|>HjV4tce*#eixVQihW%)cIBe2UNu#tcQ}ZSu27Y;`(jzQlLy z5l<0u>l15NgN)UeRF3KaT=O}^`Wh;7{ye>gzC7~D?=`WVIgjYCo|7l0l)kWHARDXq zd`J%#so7>FPnjEJ>xMdX4$fE~u6kA{3DjWb7ap2wg55&V@6)h8MH$cRybFWJ~02%LMJXW*o!vpt)uf| zvXr~PIV-|KJJ$M-{>-cm)?PyAXq#Tap?$H?ae_Eln`o1tk!r;=&c#9Cna*0!c><=A zVMbR=)g7qewI&0#sUXOh`tTMuY2cm|lc(b!7jFnHPEw*|E+6WJtC6GqJA18nROhRB zwmI%%0U%u_za?%%$oBgRTv`ADSmr4eZ#b^1Dv*47LUH@{#po zD9L}tm^=9eE6@t%;xDTK6{AhqgePmiExn5IVyPP@r@5;&*OQC1?`)&hwTnQq)vUF0 z8&G7Ak)BqwD91c|Zwz9ZB;V4~oKu7N=EOvk^Nshm$h~mXt3B?!C)Rl%1=FwYOH)NO z4EiQm0R0Rv5L=sye)iN zbtDG7AML_fbSJ+VlVdrM5tbf|Z>oY};+nX59VIR;1WH`77dR1a+e@>vc6fY;_!xEz zL|FRIhd3R>KX=T+@57p9I9^)6PyWx6W`n`~aB#huF^HynOt?3tx&WJ_*~HY@J!$6} zO%%IY@;gQRIA^DNMQk0iTu#ZFgh$75$orLrN9Il?^J|Kg#X8x5fbkbL!+n$MMr{;} z^xKP)G*2u+(_b3Js3^O+Q7zCmj@ii6%BX|_cD&=7d6$}xy0Jgb9`~v8`ifmQ6OXDQ zYrv5BkhaMaySYJ{u>aGk|-x{sn1`(TAbRa}(>~>wBpLUCdB3 z$+_^|46S&rwX*cf$hU(}F6?}bDM1$QCt;Wkg=i-{u-)nBN4NaKkK3YrXsFs(>LpW(WcQ-W5&5j`W=oh3Z(XU$Vc<_HpZ!O?!pQ;z zlGshZV>^MJY-;?w6;XA;{b3LD%%5Q1!q+GS*8$ZExNUFE-d_LKXBlBV9g9RP_O<9u zSJe$>d_QbJ9+!?~9h9CEw$Po{ghi$TW>w7!r)3P#^l4j{n$AXuGdybAVnVsSn~R^`{B6DNtcerAnw)tyHT#Z# zQtPJ*v?lIpF36CHi%VcXzc@~C=WlgOc7Kf_xffbEzfl>B875?W%t%u zWi_`r`sC1M;qev;rWH&C15BHhWQN0&lj>STv1^iwhFt;5)}js^zV}2+nlX0Y`!tNo{!huEUf;ZPoJzGtuYT}J0YS!`MT8o zo_6SyZ}Yx^j4VqJO}?+fy5A8xEek3s?{Nu%pEUe5J;HL%I&alB&HXl>47Tf3QNTwo z&G++Z^vaijAznPAC@1y_-3~Ef>M5B|L3oX>cw}g9y|KqO8)f`^PJO(t_-XugD~g@< zo0#Q&aLD_cs0*3Lt&P?o@z*5VkN%*WUr?c7yA9DuOZV_uL5*I?+s8FjIJ$+46keq< zg;gA`qP%unl`NiK*3-&26#*FRh1pD!ORk2sXj*b=KKkLcDxPkU2Mx{mZjIaHLj)ep zp;1$66W|oa-XXPqq@G@jHm#6IWlOex z7t8IM#9qKZ?dcb0t_`Nc5&H`E!^vk;^c}%<3M<@djC9O`PQ0bqci|XLI7h4XBk*sV zFXRcu_2~xPb8WRpRmH|5el7^-_$M$d;yiuES-I)<-uR$^y^#?-&?IfPqD8V4ltakBWa5^q<3cl zEcEWR&o=%N6^v?!eumL2;bPs)$NI5ai!tJzm~xY&J5L$^0Q$H+m5xfYPEIQb2@a{c>c{9HxPMLA>s^ zWt+iuoDp^GAxvni;vW(G((?}xVqY=4oiU(%b)S2vp~K#iz4@L_=Nd}vz2e!Zxmt7S zeb@RIY|*3*y3YXh1NovP0a%*ca}2&HKn!eFpYbi4nVB=%OZ2N6Ky>FDNA5TpEx4bx@JRf&Jj=IHv-b}sv92YQRvwd}u}H4V_eX{1lz7%``o$$x}hq)BdyfN>9z zvr?P9?=SlB(bKrzP9L6G00T@e@Xz}jiDnUjI)=a3z0LO##%0UUJ2OC3<^m@}q?m@V zRCc$l?jvFDqgi~B?Ggo#^dkCt83N15qvwe$ptMUvBBb?z zrpE;rtyKi#XH&=e0)P39=<#D0IWfQEm=M}X-Nuu!`tDYp_s%lzE5S^SfJ5T6aZF7I z&~90@?~q6gIb(BFf3ppuPWSQ+Je2}gfFrh`)Ww_ZLQ1dgCmvZPrzxK4!ezhJE=SQj zx=vaq4_sPCiCcRPLa)qzVaKN)`U`R84(t^O#!}3L3rXCdG@nwYltd`DE?**N;qE?E zAsMR^!%gvGeGoLu^(#h%29u_s4nJIpbu&O6_nPw|-m??L=r2cV=#ixlzg}ORY`6q+ zo)Pi$lZqOYLZ<3Ec&EC@%LHetBiw5`fmk+)LP7~vMA__u7p>y)rv|?~c|Ytfdf9_E07@3Dif(56w>Q`$dcPPRm!J)Xbfy6V!`r)R5!=!o zt8sjPH^PtmXeBUL1b~71z=yXtV$i5YI)Mp^e31NNIkDyhQ;iV5BBkVD}96$Tw`)L zK^kn*)uSx#tTce?fo{=SmiFVjaHt@m%8za|xqUA09`hu2O2 zq9PZudYTycJ>YRTeQl44Y|CsuRvCgjvs2n5$-b9YfFjsJA>HI6{xH}p>R9SNjIyf8 zJYVs>XVQgLy?%1#484Hs$il_YtHXS~kochA8GV^E;zt`2Itxkht}o-STC_Kg>trtD zC;YP@*V%Wv9>ZGfJpDbfFh6iiL!8axjVjEqi|ArV)ohwaUu(*J1MFQI-EDg7Ms3@W zv=QIDDws@R-7GbIEY&cVH*jG;Ox*9nM`R{w&sO1fz09QNTTz?!I!FAoBOBwmjZ`s( z{gY2IY}XW}EuvD^c#9J-AX%MG6ihSQt%#@#Ou6VzDF6?D0~ zQS3;rjD!@9E_BaGR4*D{O=LoqJ%$YxYS>qu_}Q9{O|&XxvtUL{eO5aZ-3W0Uhm=6E z^(<{7M*}r2S(V3eEueJkiTGq#ZGNT4RMpjtO`3Ko|{y~Wmz zfn#W;s+RKdH^{+-7;IMO=-8|I0qVRcl%{G*I72_nW zqTD5GUI^-#mK;GhcxR>levpm2WRGv)Y}s_w<}c1=f9cuM z>6F2N{=X?DpjP$&byB=ei!CxKydSZ{@*OW=9Mn}wipZ#d$76N;x;JP- zsbrjI&u|Q>4$QWAlQ%Fx`YqEppjN3&g{;gl2;=WvbZcgFyBPWC zsEQzE9dO#uN&jXahS9GAOl;yNw>LLc>AIl@rP6|DQCV>FYDIeg{QHP z*wD?5Rrq@WS*^FU+ss|q8I&S9e;`ukfMf)a(~b<5EVka8b%9R6ysX#yI6?nQ$AWa5 z4TotF2@f3d9xJ`k+Vz?YbBCjrm~BPz3nEooAEeEaBOsXXT#8>1Q2v2c2Zi9J)tAtj z@?3hTUt`LH{CH!2TIH-_;%a?Fz^&>SL?-pSpuFt~1x$LU6hOm>A!TPT?Nw)3=dzS* zcMW%}1>2M#PKn$Guxr{_ds**SS&!|Qj7~ZB+3b6OLA!*e=vU^Wg^N%<5C5QXhFm5X zyo+{Tz&Yg$BhNW7(>pW7bsY1pW@m{N-r*)Zj~_Ds+l!b2drnExAdx*833U7SqC;}w!s}pMj3*LJ3r=*DFOSKjgSPA*IZr;;f>La#meHwA79;6 zhuIg#ti)}YFHhV)5N#FyT!?QS%Ho(|%=s(-{EI5#(XEb1>!O8IG(#>sLmUeupr+xf zP5Ud`ciOOJ?T+~z)2(T@`2C@PZ$;t{p!s(A6n_g)+Nfx}n1*RVJk}LdP~O^Vit(}OgE?a#h5oQ6@@IABY%DE!YC$$ z`6Sot1Nc}sP4GnaT*ObqK7BKe*)#@jk|#}R3_^)N!aH5!e!{s=v!xhN?_beK>Pl?m z|5!v$X`bG`5uscXtheTim&*6FVb61Oey`0%Ts2Jb?1eQN;QYJ9c8Mle_DQ`)!1 z@HPmgooeABlMPvQhA;efeOhcMFr@z#5dIF<4X6S#{qBAgk>@T%a-aBy@UUYBmTdC z`O}IXFw9#isdvi#F9MMN*cXi75dwDf3~K8-{j7We%}+(sdZTUfW}S{q=_T?Hh#v~_?!v`0HIV2FJ79mHtnSB+OzX=%CE4={Y%UrHPjI3rgIx8oAMFg;^$+SyFSePcz!W{NE z?n>R*Q+-l)0r$*aWLtdbndTBJ(H8hx`%Q5w8i)QKIJxHKw`A%wddKHAN&Rg+@@6XM z&ulFOVE=J}4`~Ad=1%O$-_6x>Wm*R~KQVg$8-gu@O)=;rt*%J!mcTzkaL&mu1yBh$ zt!d^|0bO3a7qF+*)(-fI=lcOKXE@1Ov4Af?#?0FT_{;Jw(rNSVDaSK!zzH;S01Sq^ z@0L_Wh%EaP*>q>%19lTHcOVHjfZ!)F2j6odY#l_$<(&-kRF8*HUYpZ1Yi8{gnz>TVr5^!>NiEC_|5kwp!J#O9TZ(9F>o2?zUBia z{rS%`4j%wesUG+jr(gi9=mPjqj5Ti&AIcRVNkHc}XBx@@wrL$Dku{|}1zPGxeD9^l zD4hU^Wroy?2HmPoitSe)%b4uB+_;W3BW<_y0K1Wus=m-wWX&|+%~~}~a_A7h=x}Z= zs}EcVm=QGix?nY7K@yN>WY!-`+7rTv%MNAJ}V+udtN1bA-<$@v^j;=e%p&4&PWY|9a{+ZI5} zqBc3jg_EQsnI+ui?Fsxv=!=`HZi)13F948m?JZW{c7TXqk7hi?R-BV_(0}nI1zVWp zdtaeQ>MuX^S&9?Q-L8a+qfK^&pR|95l zxAssI2c*hM+S$OyRa8d;%6*1(2;T-`z?b;f0?r^F6~NcH4Tcl{3>j4$!ELD3&M5?Y11`^(NNv~>G?U1{Q;d$6fK+muN!^l zey*2b8@-?xDAVEkT<_0xeMcEiFK+$#b=tw`n&(7b5P)AYlwqe)2HQi(lTO3=*8vuiB&Xy*x`EhsPN*#6F2XNJi=MpOqw3pq$#R>#{p?v_L_on)KBV`i~ zy4{Tv{3y}62y9v8FE;`1Mc3bK6zel}fQ@q*zg_T5C3J^=4;h3nZvbd|VoChi#QQH0 z4dbb!+W+!R<`dMutqABTfDF^vzP~|fA1uMYCOggoxIm9BK)!49R7#@F4R9(wksNhs z+Mm#pA0rqNfCJdu8#15WYI);D@}Wv^9t{i{05}Bw4wbmy2I)VJHfypP`es&hLNDAJ zZ@K--D?E?t%IN^Me`-O>9`_GOt@}fhvPA(++Wq$qT&bJkAF6Z|s<5$sS ziH%bf!cVM4Qhtyo+VT26CgU#mm&2W(Foj6{bSa9%zn@Be5_f5gE2v69T(uifl1bSV6-lH>r$6N zt?mx|?3-H-Xmr=5h;Yy_$of^SIZF-@pl&0Ds=A&W<)CZVQ$aST(!q_oc6+t3oWEbo z=NE46O@p4SBSHKHA0#;3BIo-X?Zi70-N(i*^&W5ryhfbpvsgF)4a29xbK0A%GqcdS zD*U?%@gxy{YJ1PNQ-Gg((n%BwQkR&R8~#sN8VezxPYjP_hm&2i7te1K+XU2PqKU6n zxuhs9_whel_#4fyKk(ta)uZQ`b4!zKchVuxC=Z)FDT((IsARd(j@Joopw= z&~xji6gT2zZ5*4vy94)D>_r}3e!uwG_18ozvmz}uzV>x>GR*(|V95R&zL%4Fp@~O0 zRq*c2tAy~oKD_v;eA95jwyQ9}k(age5zbb|su!Hfifn5!u}_q3#|6TA%2HaNjf@sZ zdr)5f?F0EdC{1jN0Nm=nb3Kqy|Mo3Z+z{H|PhI)>P@p~7aeQDT8K9RJG(){czNi<> zO;muD@t4G1HYXbobEvKau}uCLcZKm`Xsw@e>#*a$TFLkF>Dk>71h4BBKuWg}`B}GZ zq%8z^oX5n?r@gr^gCdY(zyWNkO6dy+KqBZ4psyA|2_@Adipxho|G{-l=dD0q8Q`k= zWatr3`K^uihavaM-N&jxKM*G%v~V&Gbp3wdbS*OCp~OI?eCHA*=7yhV~keZh$bMFQ(`Qb z-1Rl2aGOXS;rpZn^tW}o!x@{8zJc5BI*35^(9N_-=ii{D<)c2NL&5=AXI!BeUB?ma zB5$5YJ^mE0XH)po9Vp7NF~;K?91risJ!#>{KRFN9wn}e~- z#3`Bph1Foxf#IjjBW?ve*sE}E;Gu*f8D?HVz>iPt4)C@jTK3ojPAG`uNC8dqhnF7RUgnrLB7BRUV1@Wf~*A<1|33nmSqH3U3Mxqrd+Aak!{3 zIq1#MZ@jd70Bzm(E*Lhra_pZt({{#y^oTY4-*IV%L^Wn@AM30jb^Jd*x{mX++@SS|QSe_e=H8@8dNPa&y-T zjPAf@yuVIySxX~@1l+rx3HGPg8rJ4G&|iJw^eYrx)dhS;V4q0kO!hHb_V*!6hhHCdPvrPr-{cTdAR zHVR}p?eB|k62swL0F%APsG6EcDZI-+`Z6dlSz$N5z7)9DLt83|uj!co$Lt+erJCGE z&GE6IYrB<0wVq?gJs}t0({lnC2VNGvPt@X8_j5{bxi{Gn`F1zF>QakePoyZ7L`;JQ zMm8(qu>mz(Gm5uU{hkF5J~Uj0=GzN}o2OFUa3E)$7-URY$8@r&up@VJR)> z#=!Bdy#QH3(BL)&B#9vn@o1535a=}i0Dhk34VCt|lYcf$OWPj}7B6P`bmie^MUnCn zU!)DU2d_^9Ki+<=E{lcs0S7lLh{|^)dR>L^+ti~Jmpt!+z!SN}$9{GufWjXCGL~X* z5b%DQ?2%I4_yB~E<2yV2a_QQX+oW?ac zy6yL5F;#TsIQC)hXJ1=&33~i8yz5(-9>@0eOFR21VUc&7k!O9JRU~@)rQzsJ5Ru*s zdjW*v)X-MVq4#4eN$dK`j{dz&T1e*=p4t_9e8n+kau(vTKtC*g2D)s1r!eZpWo0wP z+2*cMSq@xCa;(xCZbW{orO#hW#6^2XIkZO{w3)eX>?~gfRl>RkZs)^p{e>&B%)Ry` zEJy7`z_<8LZwJSVg*J+bDb?> zZXEOo$IJ1;n9#A5umIFLlCOWx;Y^QTX%N;a(X0_@ikp=vw{Q>amnAl=V+7-ZnJH?O zh0cQ(t)%mk_i^#Yu1s9Pdfgk=Q{8NlD^6FzZS1P>&tUrJXPAfUMhnOnW1LeHbA?)s*Pg_WROx2X{B&rT5XVX{uThizbat zwYoJjiKvXu;l0^&WVwFM)f#%S)c>i<=Ks8s;-a?k2WchlCj%&zXYyspySSvCcB`qi zM?)HmA%8=>zjj#_;F$9q?B+Rdx*Hlbq#<8Bl~pRo(0Ee#0RL+<82La-_F$4_#>YLT zh`pFV+qA}Ef*1k%p)e@P zy8X?&t~)^BGvGloe^wd!`zpZmYFx*t9~W=^ciRE+Tk^eBml1{OrfhL}(Rf+7Ng%@J zK*KSq!X>o(5FrS~a)_4;E|pCL4VP6|HZ+2%MImZ{n$|uq7(KQjr>uT?zY9=nE zhih4+-U|g(zezpAYsHf2I}TKy`y_f+SwE8zqd-arnTFHe(QsAKp{gi?6|OL&m77w} zB5S6Dx%8-xRz+TD)DFErZQEz}$q7!eVI}Uw=qIlp>R;k4R(m=K9HGWomqjyL1*oM% zV5WiNr1=4njDO_BPo4!a5KT&{-JAZ~T%^GV|B) zEpZ6}-sp!MJI$`q8@$k5-r`63iKbZHJN{%AiM0N+AaXSKAt&>^$V1&A&qt-)IM+`c z*52^mE2cP1)OFy7)3tJdzcQA5cl=FXvX_N0^N{t_F0{46V0TcSqeCdAM}d@CjM+XHp~Y3g9^ZPo-71LbnYu zj%!rLOI-6nZz-?0bNwASzP<{x@gexD$u%-dI`mb*yIB zTW5Vp-N92lk~>@TuqCDpwr<`Z?xh2?i{&5VZ+g0POL#KHLvUBAc7skipkLsO*E|D6 zRxP7UT^#`Qf0l1T&1=T+%uMXY(L6AYFQ4H6-=e>Z?b!WHI+)2?Nh0Xuh$^sVNQ#iy zPSxqj>ivm?+Hd@|JQQ8p|6U}9&`^+)k|IQLDYc&#?^%($BKLd`3l)B9tN|)HqD}do+Q7ZS5KJl?n_)wdd&mtI73tL9OUa{I2V#@XVim-RE zhWwV$S7MBBfPJ);*AeydM&FpoLDuZ7*wDYpnkL!~+W0pf9Laq0Ej(j7Zk68>wujC76CC)t*7i^T&@5*|>S7wQ}EPzgT&M3u~}cW8Y>D;+w@-izPQc#BhRF_VMd zwAPgsXLHtI`;pV8K6>|qeJly2#S3BGYY9oeZ8&qiDJ8Q>)A2m*;5a;C-*biK5-?Y+ z9M!WzOth8s$4rz*sBl|Edp_*O<5miBvO>W4jRNG}-Ip5ghkrJ_YW%L5l1sm{7oW;@ zLtl;cy)&q}MD^URLujWjcAm33J{bM=A1DOinJ1;bWql8O*E6=}y%jT9HY!FR0P%nX zvD1rkRLbUoMYcjqom^Cwn`{ci{0?sq+jYtuXPpoAQG=cv@lQ)W{W>RNsX*fJ`cA(&U= z8$%>RS-9h?@bEDT2lW!~p!FW2JzMrI@3otLeE08>S!Oqy)1h9k{)r0d_+FcZTplBIyH1-d)O#|yRX1O^s|!`MA=)>cyz`F7?#jw+!IAbO zW&Toxc5vT<+FG`C7f@%$yk&<>}i;s5Q^5ZnLYhP)A#T`!r1(e8`WO6bRM#{eXXLRSqm5e`s)~_~IESQF z&lRlH|LndilrHuvq>npz_dL8wqu!JFB1E%?J5Po3i^~k6Ju?F8F(Bd(?WzA}q?e@0 zLJgP5V~Tb9HoFHx1;W|s5nboI`1)OJG0TMV)#5){?7<~W(L66$-7DK}D%4Dj{yb5c zctoQ`F4ICN)>Aa=G(=ytsAqz^>V$6(c*wM0(%cKXA5 zXC%MIq9Y0IWEaXq zbM{j2qguxK^euF(Vy_)B*Y(JV&6?xz+=>NH>22pH2`AqelI@Nv3w||)GQPa`(7m`r z)Gmu?pWTnS_FGX?6uRpTQ~&llpv?h~iL9^$v!};w#-+16M*G&x8F2@9J8ktx&hbJ-r6dui-`6DniUZ_Ou4&rvS)hc7%s`;|Wd>?sV>`&CO zycWEIdE366t4DwMEg`(Rtwpc#bRo)SP~rHdW?O)livwz=(z$-_oZcqBmgE*nRQuR^ z^;KsYL)y3;&SyNjJl@3LFQR_~ObYmpr)3(a}X(H2hma@~5}PdL>eSY*#51%$m;wN7l~^&=(=u!jQc)rp~XS zC8GBpH%c=2M0$r{P1Y;^nTc6(ft&?v3m=+3&4o{nuFW}o{`-C{ii%1eEfclPGgTu^ zOY5(8vGG7kTcN^A%X`Z^^E(YiqD7*`ROfu#*b!r zokQ(V{p+&}$!#o#j|DFh`kinlw?x*=bCTOywnQ}c->^skSJok_*TVUU6WHQTpI^`p z9wqJS!5B*1#SWX*602Rn)Wf4$n*`*~%wdxG<>KioKK8rER};HdaShd5N-xPcZ79XU zecCR27EQ#Id@QA;70RTE9k2M6Zm9HZ+uLm@nZ>x!fa2m2+7A6tA(j_Mc|yFJN!g&v zsD^?`S;QEC*d#HRH&@6zwoBHol;wZ53TzYCA}KhH75vT?Ef9cNTGNKkR~8f7;&bB; zglSJl$&-$;awCuB0EUc#f>rhtkv*57i~y1bFeL#<|NHNes*6o(JrjRFK?x&k3b))i zDi&Px`O-mLHUrZ9c@ec57rORcwtXG8_T@*fv>pXI2l`n`Q0Z-H_Y`C(xu=Syp9yG9 z$=Rakf|y!Q(I4r>_8yWsMm=V+F1D-tOa`=ItbEu0hal3(`WuhtAp6TcX78Nr%}qbfdAV~N zb#;+!KE>n1jJ4u{OPAf|k)@u+l0?NMVlwFEj)AdCs5@i&`>g)tYKDRah^M_PG8bXJS+evy*8aweq2f zl$rQ+SzcP={^9$|;9D#%7Qc}Z`CIi;E+RM!g`Q}^D1qKvThuHvI+@s;&qegjI0bc3 ztXsW>Alb!58z@IM&AGS=Lmr@>)tVC2aMx0F|F>?&M!$!C2XEH%dwyTy&@;*d;wK?3 zqt?@s{8?PDi{aScGcSKxtMC@-xE@)tL;0G`SDXunRzU&H2b)IK0S?Y%)Gq1UWdp7% z=`I%3>aM{}oSHLi;W=9FEXtnB$pZ-zK4cEhiO=2B41^5b=$~z)e_-Hxf@sUz9X=8l zx6XEZY7UbRg#F9VM2U{iFUT{m!VrQ&Gd4r%2la!FShpp3ib6{hnH3~|G^g0`Sfs|S z`!%(U0GO#}uIN>XFvr85jrJ59U0wb#?zMIL4D-PC?h;jxg7>7j%d(!vlLGOkJo8*K@Dqg$^37rWc_^U zh&bcW%{&h@NUVFi<{Cb2@Q!tZxZm$? zvS$ypy8S1DArqbHmT_i212V)HjbI|$M%DGfT|6Bs|G{5}F?sd&eBtL46pAsENzgzv zlfSfDQ(lzGadLyjwF`Ix`X-A-o&`}4ZxavC;1i$l+pDt|)EhoZbbAgw$bdbJ_60}a zTD!gefrJ`8n+n5D(8+>G+scK-O{e0^u{c%X^dF?VP-=3R&!{!%FDDQzmlfau7?5Fw z)3z6DBAykkkDlt54*bC?*eu!PFo$yx*4CK38G+LiDK$>4eyS77`lW4UrExa@8+%i9 z#5`xgJ$L34;i4PcUON!q5F-Bp-9T-bJl@-{;v3+`bN-ev)RT^Rvm({vSB3?7OrVn= z>LOV}ae+t0-^;m{Wa*YkO~ofvyLVlcg?!`j+8vP*LclC*+ybOD?7%`vO-p%78&VcX z^D`ZKYDIn-fBmW58`0w~7Og$j62WBXW3zxlzVF5H0tQ?PY}g1*#wW3{#x-BvsrZJ~ z6~=z+a zLBxpOg;bGYdDSKVm_V7lm)h>L9PPOQlhk_3Rtnj~Yf*$XSFTB+=}-$Scun>`+D7~h%ZWu+{w4` zb2D78L=GE*OsW^Hnu)qLWwAWbcP=*+==bGnT9oU*T6m%?a*Hj1wDsnLK62XO-*B0LiX+z4Yssv0FatJi8Zlt)W@}Lg$5h%{?8mI6JE@g7+7H zip6s*Yp)qTBQDu&)$mFkkef0BXYlN8Zj0A=6O(q8o_UEJ5S@#|qh&ra11k>1JSPen zMH(~rFnPA%s*&uYxUS^n%;Boy+#_6Qkq=!|@e6|l!vZ>S$g)ur&>+0>zj>0^toH`D zH4Lj;&;+qu)uZplj#CCZm+n+q7gP45NZ6Wg{MvNs?!EG7@ES}-sC8MKCQ0)MXc01B zqn?JhEfBlz-~@z+ud?j4i)$fnYHVB(qY0M%+i9I(*1f8c4Qm{Zj@-9yz0ry-llL=c zwHi#UloLKd83MLy29eA@0}X~xia@DbqoYGNQt?phpum^-G+?H7<}v(B_eI9cvrF}o6X1ZKACuVU zBQ%PM+zLuox)G}7oa(W{6lxP1jBb`y|7C#qkuXy)PozY#_|r13Mr82>DGK(D9fiP9 z*F{{Ekl$+36PA6UaUOOGCX-i6U#X4a1EieH_UEj7HF!arypAXhPAV}70iJ%j*3jxm zAT{l5<9}GE7mdH1YvN?aC0nu(3K9l~s0+?Lm2so*24UY`6Ww$C%BEe;zJ9&E?sPO>^ zr84tYy*HQ`G|ng>|5{NTiY?p0qwuLkAnO7{E|3B=#XH-g&N(Ye&NZZlIfnTm77K-t&Iv z^LT&XJDwkofx79vyLQ!DRddZX=L5TQIYjxBa2`W70lRZiP~-J}+bXNU>;70EUYnAs z3mvHt*`nqQD%txIcqQ(iP{MG}vHx0|b1 zwaEJjW(vC1RO8%-)Y^dE4>}rYD`vOa52a)}fH2-_Kva>cYyiPW^cU{RAVu!nS2+!1 z5AK-NG!s-5d(6S{97YtI#a7;REOgs7y*u?!q@e7N6l-%}va!#c-)Vl^?Gd}IH(9Xt z(lVh}aYEZ$E-A5v<#!8Iqli|$h-TttH$q)c zP8;TNJM{dpUtVg7sl~4j3?RP5q$sEFC64@4IVFBihN}A2CJF|4@Omt7rK%=z*bjMd zHm0IrfLwjI=(H_-{<~{4S#^X*=RSF}K}aLhSW46|+|4gRSx28t!mcoHi9|4V(33s5 zk0nh+mI*gpi}k0; z+L^U-S-GfZ$C>&y@L4F`#(iJr)bcAVbhEkzwe?YT(@KdCU-xfHsmu9Zv%rEitslL) zYn4+(=1+Zl%?nP|U`NzO8cT(U-l&Zh({Rik$-sE}LJ>PqkW0&Vbo9ndijtFTSMEBU zBgy7bHKk{th!Jo@^E;>U2>6FRBvPwt8w`X`JuV5aB3nnZajqCrPy) zTzsC!Dev}a-mHY+z_(3xMSkE3(%n;K)lPdd;GK?9iR2iwUgSi(U_!e$Jj50oDdyjF zWi#!C0m47JjQxAJPp%MYm?g)ifgWOXhQ8B#9?FTR6Kt4Q7f(A)_*`IE@Ts7`2Td^Z z159>X2-S)S=?h~&TMj#oDl3iUPKW3TJCRkL-hSnvr&U%DEAz5n?%8Qw!HSc;yGrND zP)zKm%2t3)s_xU66hxnTPw!Xv%iHM0-)t!Li=4>8TiW*x!1qZm0nq#s(IE{LlU7eo z^IN2EZnDmqp@ji9vs6L@vZN@ZnpopsZydGGPRY&@CXRY$DCyO>u$)zsCql`-nWg2X z%O&CgD$y7R+iBayZ-@d1PsIK7e?{VSS8X2^J*=BiTnq*6A==PQS3eZ^alDT>S`%Kb z1Ldb?-mxEwMZ^6PFRb6E@!5$Lxx^pF^(!4&e3>>}O?MZ)9Zb1S?{id$=Q$^sl{d*pM?5Phm`zun1D}MJLL za%5;P;5=+NHy(j*0enJCzejV_$#|%ce{aT{aGB(+$on#W(zFf+Hd!%?KO-dNM1dVn zu(3XgN)qxDv!coJy8-ke!i1z9T=Xi~cNjC!>tMd}A|kbGc@|J9EEP>sa(iWIOOFl! z!#DPlDDao$qIPXt5u|2i>431HAGR{Cn4jzeXTxgs4B6wn{28!bHEd@_sb0cV zenGK5h1CI7mdrN);*x2-8w2&G-f~OrX2Q;+10X;W^kqkF8=A>i)#;|@E3wf##Td*P zNreLD+mSM~ZZkfJCa&^)l~$pi0#gM^Kg6mg%}_g(0;N;yUUqv({p31zx!eaPwpBXb$9*Or3K1FJTrgD~TJ#FTmYZ3KKCM`^E+26cpBP<;fEx5ElUBSj?9-W}DzqVXtcItq~M zc#9jNzUI-6AtDU;3;@$r)2iGrUqKtIw*?v69~G?uJ(K2gWVFcorz`9(&ZZFb0UJR< zc}6)c8-qP?SgiojdFlYFF#5}X-8g*X){3OY%eDa#`wZ7vnXM&&2$GzM0S2D~kl@KAJz4&-`B0{Xue?LZ#yjICZ~w=OSVae4CY!>V`P^}yKr&GZ!uF-g0>@8e z4-`_;dDJrwVI1|2x!X2uLh7t%C)@LClBiiE?({e_W8-FEA#}DbG zpfWIpRLQ(vW3ADkp%M9Nh|;!t)}@EJ1#Tl5B*rnvkT6&c2-*B~y5ph465a=Ek(%|g z6Zt%a63*&@(SzAg`B+wN+9i1jj7nIyb|l#P$;wkqrA=@^`)PIJ0O zYJ0{3iaEi&Ox|=WplBX|UO+19uawGOw80}AwLs;8T@G)L9Gd1GZ}31w-lx`;CY_*w z+|+gvI{|nyylv|%=rW?FFCI0~fk{I;<%OvOv>O`xMd0s;wC7Y`1$}yMAET|))mS|5 z!CGQJiV0&6v~Zo*FfnjO1r$McSx})cht?M=G_CG znP&7x0rS$$CgNeXT!^zmSlj;mRpJtd&aH1(=_>*CSwt*(vtWR8dxL<(IONV)&hWnG znK0Lobd=5QmGrX2_LtWHdVBubr~-pQ7_2^{yc?;v!MJFT;eGSnX_Jt?-~vCtz{GLOY&i zVbMfFlkNjoqyRC!zMpjW6G_97aV`z>EKs#$&8Fgjm49>??eH4KQ%F(2+4I_U`ozP! z>4v@~=J-HIN92y6Uv>F*B=h6gHP7iMn&Zs+Usw$H85(tL)MtYPl^U;GI1k{bO6cSz zb?(jXlj~pickaY~48RM+G)tVJ_BIzPV`40dOtjxOyJv)^!qV;GvEvI*UeL)S{LoZu zkT`x-9Xbo`oP!Uk*L)1webAe;`&lJ~K_3mHkNEWt3w2=rhvA}lTpPJ!o=MGPqHOS7 zvGq?@BO7R)@%QD~udX!5xRn}ekz?OK>ph4sHA!{UB@3JVST|M{5QPkvP|!`(3d^Na zG#F-cY?9i87;+hpDW${~mXl{Im>j)7)G!|2%4p>Q$#q|SF0L4c4DIUHbqnKFF__fN z_Yrf{vq2-*+g^)*sves@@*c^ph35%2(hb1l-cz9TxOdX=7R@6>23o4~a}Hu+_KVv9 z?vKfBRMa;@jE>NQ^25p*hxno8xM&*B@{X7JR*%25zO92~kOaq^oa1^q`V%`-K2yby znXmd>78XWD&1TkkoL6jTR)T(Dj@EfhY5szKEA|i_T9Ry%rZZ&RwnllXOU^<)mHtir z6Pg~Ljb1a}e;sIix-616CzbTm#Jqc&J5L<) z?#5pzOK$3;8Lmxul5XxgNP!mRH)6-O7lV0HY<6QQP5JITSGVfELP%{6+WFNi@9XJw zzI{qD=oR}do>IWGRDYTePFHuWtdmylg#2CM69eXY-DQE!^w3fnLeF?@rGjmPyT*D8 z(u&JMxrOu=;+oRw1KrBwyyb1j-Kfu9x@ABi)7}1g0CY;|jbO$)oA!&fsiI>NQzkT&xGcoI4>}2^xkBZV z%|LcJT=bTwFu^(Kq=~tWSJ=2gID(CLKT7mf-DHxT{Q2#j0qQmu63d@m7?^O!n>(M$ zyo$3&r)JSkc6MDzD_~u99HUpxF!3P2LaU{~VPbzP2r2znOzvc7kqMJgycm3C$(iO$ zy`aOKK3|G=YgPSxUXG-is)VaD$40XL$nXYA%1cYU7_)}$Dd_lKVvj`j0N;CcJDtUy z`nY)(y^wBnCGBu0#()j-;vO`=g725L``lPieFmr!MEJ5BiyKts*edb2bLb=1^h4%c zi@Ie*JDg%toQ7V>z|zup$1tH}UMeypYIhAYeFZ}7K3u1Y6rR7a-M%g6;q;Ud)oX227T!Rbs8+{SlfU5=F9esd6?FA=gylzu+SkHn{qT=$td^Du3s zGWDHvZycYz7RgQ&V~xanbNTb5wb0DShQ`acZt4Y`yL91#%NV<$6v-GcybHSK*u(u- z6n*rC>yp}J&E;2cM@G2jF~|5<+0!EC)YF3;4z!)Uk*x@irQ2}&z%w%neWgc?XM<^~ zXZ=b>NYS1rvlFk>&{wbDQo}Mn`3obI2e)Qmef#*_g=E=BaN;gS9TQnJ`bKi>EywHU zuemB**ch-@&hM;pEJsCg!nHjZ{@Ns-dvhFk4j*c&r=aCm>eL!Pb`)O6J)3R>WO7SQC80aD>;nfSA-}qdN^_8c+#PA%~+%W|@d2S!V z7*qEd-hh!*lYJDdWOv>uj!ykO6vi^mft zKWzEaiTVrh;s(c>S69in-rFC}d8CHWiPz6$HHpTM4&%SM9COaC_bqz4OYl-X@p;Gt zYOZnz(1qr+$x(;NOp1PT?!p%14K5&k5>QyRvfT_1H=B;j|_=mSnRoP|5dE~KmY6BS5?MeoYS^n-5{&m?K`wOg_ z6?HGketVyPUNxu#E}98SOa$-mzkgUc-j~vWU#;r@$CLiYFFY~;7dde_I$rs2PmTMU zo%de1N+c4<-T9BN{eOJe-vjmcK!Mr#_lyGZ;qRr#@OO*?w3Yu42lK%toKd4Soc7O| z@7x88OQoeeQmuc=AFm%_aA`*J)%LYNUB=1;Qtfqs(f=vUY_Wigu)TFm|5psRQ>O(DpSElDBji3|DHm@D|`r2ZBO{ifB)M5&inuT*Fh*Q9}gsng6+hA z|FG_BU;ZAbzX$5?8Fl{J|L>RHAcPD>ODo`nHcv$Ma|pnZIriulx|+JE`RdTRiWj!x z-pDFrDY>cF+Oh_)m5HimCf({30-kAT`s~d=gb)U`t8chVN>c?L(jf<<^!DBFboDxt zRHOH0_NOvDObpDUu=WdX)m14M1IU{`z5MU72n4oj(zSAYOr0jnbkO z7uNZ~-Xj`G&DY4bdlT=EF*g2EeNt<)8R{u!hbL~Tvc(wI>wC|ckeYX#V(I`so-y#G z>w)_pV|lXj7bUh$t1!R0b`zIyx84->&q`-i0%fOm_VyztM-`BhMJE4Z_)tzuh|tap zIPZ(&CkuF&{**$j`QLD7l&0-;mLDsxsCUlYkn)VA9Ggb!E>Z9b-X5Q{gKP7cS~S31?6C1ABDlqk9aNjyet3cy1sZG&p$THXk3G}I&@w+%+zF8u|J{Qe!i*?#8PJc*1cO#x0(s+#$Mj%f+ zpP2q}>dn3T3K#;8lt!-VdM{db{COrpr?8=WBQKF_P%E^xs$;6-%(v1OdNp*a?}NRY zv}LUqZ;sry(|ko8Fb`VwA-eUViBfOY8$};Y1>Kulov!R)iWAh%gxS(e?v&-|;e|2G8kubs~uNBQT&nF=_JC;ntIpd43?I<0?;dyK6ixWgW#rSS71v>>c{ z!6zl=eS{>Mjo8qZUfj9CtvBA`;`n?onzKnKGu(vT*w?*XlCF~N@RS`7A$oCquKS7; z^dpj5Xq0&Bh=aIFuS7ESq<@;KeC&?E%ia{doN1R$ppjJuBySk%CO|395hyWe?j_Rx zVc2q$zb=JII(p1|<@6=+b2NJbRolv@!}%HS!)+rUbFSL-CVWgNkq>6Hh$#!xQKz>) z<@B1%`5OV7g{Y1w`fbE|*l7+h{KG#{bkJd1w3>doEw zk#KJ7F1)4{ji#y_j5kLlx5V{fJiSju;U-}cSclQw!_UaI2)Fu`j>?^HI3m>SD(F0| z0)juR$8$y=d_G7F>`X%86!-&}rlLo4B4L|a_jW*OaT;i?hF=1bsv(;>l31HReAO=^ zZ{m5arh#^X9q7+b3c2+l9evs1`Vim`-SiN8S1t7Qic_uAr{^e4$rOgtZ&B2`Q&*+@ ze1T(l;4iFQXk~nfM6y>uF%j%c3|=!^zdMlUhiQTw1?*$BepU0%E%uh+W57T*|BxF6 znnC73^ho8NA5kpnEkVa5hth9nEf;ZBTO*(+yK-LmAH633xo8JTE|hmeflFH<)5E8+ zj`z4kPC;A#3?Ro?MX{(>FMJP}v695-835ITk;fdTu?xRIgRr&!-6|(obJ+_oAazpp z=Az^S7b2b%Q4hyLU!6&y1~Cu|B-so=Z@&GQwl3j2@@c;_?BNy~UQ$ErF*_6sjHP?+ zfFvO;28=Kr&7$Ihk%9zzjmhU=NX}vB=Qk8ipGQNjA4~tHntju%@g!Wi@id@r#|LH9 z87p=gwtMVVVL5qZ0`2>yoNO-z^sLcbnD}0}Wi#?^(-~aq;eh{D3!9dsZ@Mzg>j7;6 z9my4Dw>@s%o29Q_%^UYahO|mK%*dI-1V-mJWLY;G#+De%{&QSF`slT~bP67Dx@yAM zZtq?5;1hx=pxCrje*1J?)vp}LK=DZMFk_W?n#cl9EnN3af!?oV>*@BvVZHGbpOVP+;jy1F;JWAd4(B z&gBvYG?5+3-aJO;|p2s|h7ygW{flZAD z6jytVWSgg`(%&wfuNH9aSX%rZ5If-;qQe(RnvYnSAEy1FC3@IybBGZ6W;_HMW$j*o?Xmw zKX{!J?u_&l#d!^gA6A~fc;$yFKPg4=m%{jZ1O(yJCGNZ0xZhu)YXTYbYv)-s0fI(C zj!nG@w65yRRihe8ZHGr)s!$RyhK&WVvpZPN#$OB--TugNH~E=)gv?XkK(mg}kQ#-b zXEQ)_L(~4`Xm^*#UmR#SY=Q1;0qyGv$dTSfQ2(}3l(UX+25raj>}fQPwcqHVN2WeN z>vM^!bpW#cDjRu`@8V}>oc7urSP3Zb+L=;>wAYEZDn40!sW*K-od_DRa(Xwrb}*i63=6MMmIF*k~&0+88y}(l-Z7LL~yO zRwzSjpzNP$ib59+T5yoNx;eS8L9eDmwvds~S|E z1SPUxk?74Tg|Tq>v2|r}@-V*o)msJxr>2&lBr}T> z4eJP4rtnFHpzu^ZHkwmnj_me;F!*>WU_H3odbcLlXq!r&1~EB|(;OGueb{tKA~f_d zNW=`8`ygiL3Ss&*GlR)0A4fP~`y(bN6@A`tuSD!GC4tp8Qqci33XMugx6Jj5d_xbaCnzVmnvQY2n$)@V}iNsSp|MXbN7Zk zk0Ghc8xnb+As5CyWR>i9dR*4O1vfdXFRGrlbxzM>iXvM7`Hna=24$*}`F;XoF}dzt ziA&8oD0>{QGIVX)`)^N_Ro!k*>BQ3%_PcC@1zos8m*4c#!Z5y%MMNp=2npXd$BC?V9Vk&(~!}IC*$wg?DC1>6`MvkbAOsT2Oi);`Y!C zg8b$39uWgxdi{2Ntr8IQkAN)exWmhAwHDGe-9UZbhFJVS&0c$s_!Q$1|v2t-mA(o|-gK&0QIcXFhCWf^Dge$>3GUn28i#%C3T zYkKDpBvo}`NXw>y^XCN0RJc)C#c7XU z|Gco(YNWN#!M0h3N^UV9cU>;HSLgWlu)qKdvasFEs)ZR!?R?c3esYY;WXxbV{JaSOjxZ@b)oI-0n2*q;7^ua)9FZ z5%%~}IT=d-xeguGa`iKA=V3-jv>|QI+>@N|E7;hA+j{Ft#1!74odi5g8eVhZ13qKMkByQi@|SN;ohmUmI}oTEfRT`C(?=>E{HW&m#=w9ZYd^GY&`SbZHr>azY!+<>+^EW z;y!uy2)>Utx5no~1WXdIB)PKH_;|4Fj?{-A3qTyXDw5}_>)?L+lmd=Vannbif7k5i&R*_qUhfN2a7-> zEx5>pDO=$%rltkUC2-obkzY{%sdb+6fN(zp3pQsnsCgg6!Gg;19N1UKDka?vFgAsJ z;Bj(FZ49(&L3||N+R_xL2(3$Hl{R=RLwZp>L*c@l)sHundN6gnX@eYl_Wku`cY+|L z+mOX{O7UnQF$p6AYDvrC6kahUJ_@;N6HaWSxaGECb#TriN&j1<+ylDGJnjv3HLMe;bVG-*EcllzFT*p7x-P=;((R6&>}mdORyB zA|~+I+E)_1K@C0MGtY3L6F^&aa<`qO7rM^tA$oQMMoEo<_-D3n7e;0cHn-2{-*mFy z!|c8m;5S~VR|b75TdjdoVj0)w+|2SDHUBWY#aKe$UDF`8x0GDvPymk5W3aNYGpxCS zvD|InJfzVJavG0zf$Ftw7QM3=*_m42nldlm?6~)KzrrFq<{fD(B&$7`QqfA%&~NUxZ%L*OCgZtd|$&@~>eJ88iyEB&(Tq0n5*+ zfNisab4H1=^JoFO=f+-CN=#W!$fL}$$zO3C;^fP8{RIp?UbBhQPj%reDxHw_mq^X~ zWk>H1c^m%QbLV}N8(>Pd0NKVe#%J7dSxQR5uJYiZ;?y6szhQdmIaTdM_Zbhzd9wx+G4OL@d4I@R*fb)z4a!gm1n~)r}XMe|{ zBrn|XHJWuvInz&({N7Lb>+7wtCDAdBV4+3O5AmsDsFf-U_84`xU1NRjg2CA z7p^8bVPo|~_q6?Lxhgkq8JHiW2%PS{vmf^}X2+W-q!+(RSjHSyH<#VA_gT4lMay7s zvcZ0SlS*KFv`ERZtg{_6$(R_!?yPj7az{=SGTCE-p={pqkDOhrh(}JCNDALO+b#Z_ zBH*B}kj2DYXI!5VDw1#RX3^K2Wi+IvIazRF8tk4TF%(ln>9-e|6~OqO4`&9`m11m+ z^EqpRwkGoi35c-5;kD#9$xt$^H?RCIrn=H!0DU8DJy~YcKseMM90s_1dO;P-`V4%3 zGh#BRMsZw~yQzM_uhlt7Pl8=BRY}t={W_mpux`jcI9=atD3DnD^6o|0EokvH3b&u1 z6I=DiafV5VDe z5U;9{2D|&H1#C;X-WlW@#mu2^B6>LlwUFGxiW|_29h;U?)grC;=Df1|5=DkSgo)4m zg7Qtx3v=ux(s!1Mt5%&B#G$K*RRk*wsFHRn2-p&;^vi=SE1&4zPrG~sWPi^?DeG$0V8zU=gjVAUgZ$Tq%l)#cqnR?P#kH!O&YG7QYyw)1bufEl2u4ZF z9-`#L?w&L7Kw;i~&(5}qgp(B>pZAiOpnugWsVogI>5?rx-FTL`*Ls zhMK*RtAyv))#4a3zHx$YH!<%C$Zozxi4-3I5gQ(lw-0=nd; zwjgyGyAo$YS8^}eaK}&7#vf}DXJnb^NL@sG<0I#$wz|UdfKqU+_q^ETXr87rZ#X*2 zsR*~j%b5o4gutK}simq|K3zp0t_@v-b7)PPfQ-5Ov>+g6@eE|Jy;Kx9X~y<_)zO%Q zPj#tE{uk6m;sWS@1`Q8im#0ht^C_5oA|?GQz3+ViXw0Ixp_BS{tc6e_%8utyWSG)+ z=viI7^ITj9rDGO-185F-sP-7pMuOgw-dnlbR>WC}#8b33D!GpnZ+jtA zOjU>T-QfwT(Pz-nnNL^|K{W1n&sJ$^OmbXMzQIbw*0Pdu3h15OfhNr*mAU>sz45$e zal(%3h>j|4YONvj*8F7eyK#Ut#cJu+0eYn(QK9G1+Ow7FieXBe{WP3T$C z(ulg-Pbpgsq!^`#$A!wH#n)k(yc+;ZnBsRaX#y?=Z5{lNzZ_j9y8Z0MjZI1gxx@GY z-*&%Phm}C7E3LydD|)-&z&%w~tZH&W9;|25dr#%BdwWcp2K+dBw$K1V2zLvASDLR9 z50FotX*YSuT4eNix}Y@7MeHBQ?~0?!ZP|f&h{LWE=%b~eBdKezV{-}Femx zeC2GOr+vCnkN4FQ%|B7yx>XwST>y2q6O>!BHI6u2>8T?CUw!v2@p`FO3rNrV#Usvh zXC5sWBfXXI>exde6wnOE$>3tGx=#7W>(W4q!m z)=M04!HE1J)65aWUwFb1^;FP^I6Af?KTDHV@WM9dsuLFxHVFq6K@c>5w?15m{d> zsqP)kQ)<2MFaz6NBaYfPG|;vW_Ri0Ir;beMpI6L#XT2a(qVp+08hTo{-496_eLDM~ zL+kYIqoC((J#jz_H*%)yYBT4+zI2eC$z2^&5cXFDm3TB`<<+48Is3sOoinhS^;q%v zfmwUzyN(tlW2c6sU3x26?ySsJ?16_>VPwCW zPha?K_ZzX_9Mn%ryLyAT0bopRDZD2hR*o~prMi|ZhKCn1NAy$ps-QWpYM_Ilb>pyd zb-S9a20QwzFMcJ5!0D=!Pc9*KliY3Sa39Omfz_GD?liO@v~0mAS^dG&3YCpl&I{P;-X zJXbHryQNBNXILflK5e#9i>QpLq}5{LP#bU~_zs|Fn4huHrIhJX{sZfKcE@68)Q)&4-`y!&YR*ln9)BMDzJU47R*(8lEXl`JnWpNxtZ56t zUyI;Doq9Qr0k$o)?W5-QSVNbtgpsV(>=QOs{gy9uLruuu5rX}3Qp$<{T+{y?qvz0j z_aSIkQGoVsfzjvg%Kqdy0W1t6&61HBpn}-Fxh(2uJCf2^WZR74ta}RzJ?3y;`>DH| zV1|{|k)9=<5P5hL8ckm*EDJ<#jz~&~d35^->}E&VkJIpc`1bJdY6z9xyBZOp{n-Drgn?NZtgfb3kXKutJ_+X3-OP9j++c$@M);I2?;WvvKzcKA#b?2XG+oUi|G>;2aNK8j;x zaAE=&p|y4x^OlP1D%)m8Qoq-kBx?JzNdenHlN_f5R_C-4NljA6K*cxejWW2~44vJLwF z2dBNG{&{!tqQI_)ZlB9VzzXzU0&-qb)f&5 zrEk#JT&etcy7Y9K!j{bMPUnwAdf2nSXo??`y8Y{!Ladwny;_%Hn?<5!|7PriV|&{lKZP34RnNa^)oi{p5H&R7F%x~YxH43@;^bwTL)bjl zKB5m5Mj5ju{PJ0v-L*fGKh~~aFfukxeYCz->NUbLQ|Mt_28zTMBWK9kzT|^yw_dDt zAS^@I1kUdoP58{B5@`fAf{VIXz=fZG)C;3iAlv+(5&kXs!Tx4DqZE;UNrCdeE=2Hq zU+_SahTwTd^*??XHLk5d{jDMK@9y-k_hxw*TK_)thbk=KwVxFVHPHDiO{0gDUZYwzNIz)xJb4T3Xui z3M*CkP=;LO##DvX4323AP-*?H-Mi;R{qcH}MFoip@NJk`G(KFQNvVw}fsp-Brgi)G_vZ1ZU2X}hnF9>>N>f9`-mL|F0Z zAZ2B}+;K7}juBGxbzUL5JsI6m!4R96{Tgl=!I`@y-*mj)d&sCNIM^3t7&$8l^BuWz z{nm4!eV`Otb`dnFJ!*2($Y>n(IGSCRumZhl4cKKCNgFfH>8i9Fnj1CSF-2(mFFf0r-CtSX4q6!<(Xqh*;iD-4 z9^JSK?6EEE0f8pwZCnx!-~cHn2|bXg2J{m_8-;R>fUO*nTrntq%e)}iO4%#YhGXHWy+EKd_!A%7`($emn4 zx1bfMhzyLVN;0U)Sb4IXord3e7MG^!NTvlwDv-G5&;g`C_sH^ z%wEfUcRT|-wH$_XR}Ma@Zl|`J1jgFh*&X@J!#J1*cv!Rfpr)+Mm_~sq#|RL>n5*^E zyqgjxc`7tc*aV#L1OUC^8Oz-!HLm)PjE6QBpSb~?XXTyjHeLo?-B|kz=njDC#CW%_ zM?c2*-qByDvJk_$C>282&}$M zeSk?#Pk#;kQNyq^m?Kj|a`efGT;d}@kMA2AwUtPd9ZR~^t@}B<_?gQ0gO#mRU=!dD z3J)DQExRF3lf=-Sca2{xI<%|#j~S0wc>HW;>?@S@KI_ot>Nr(yG|%zR17J{a`+6Q! zTbxGG!>**YvgU;e?K8x_^%pdNnX=Pnz?=U-!kcQmiI1^ldo1OTo%4V>6cpFnYIbUS z6T7|Zw{A#?EE8eUQ`?|}I5Yr5fEcymOUHojqvpbixVmyL?CJ5YZDDuG8ns-0md|4c zIrfzX>I$8)9GUiBfCNY$13U6HYX8E1EnmzGtQuGPX+{GusRE}n;@1Adf`IYOu|uOy zo{H_*e#{e$svkOP4lq=@Y7MRwCWy@de3qS>LOEH4pKb;QP@ed%sBdNSaDCVNpe$SV zj#y$6ICqux3aJ8U7KgPJ2i#nLs>PE6*oE;EPJnQ;OL+;MpVOl>%HUcr9VBa>-~{PAmT2fDoGcOOb*vpr%Fn z$W^#n9EM6LsrH`%E*G09jOwZY81cKx3zoG*PkXJCX2Z?o}A25%Pay3khTh~hK0 z0d?m2vfXx?xZ4vxd^W?G**~r2nuqbWf>!vF+Y4bsx{teF4ORp;zwgA?aes=ieKyaO zr2}3f9quLW&Cfm9&NZWyEWuHFc#r4un!0-*krL-84>jCylNDvm@c&@u=#iNSu}Mkq_+R;J{(OYaMgVEdYshmp19KniqK}p@>e#FDVOYe>4332stgQc-Fd<+!e** zQM)~|q~@DXe^OJuF=L@%t^iB(esGy>T07wy z7XVEeA2Y0Ggwc)Ymn(2lD`G?h1*z#y(z^~mrhT#MM-PZx9XKjWs2W~AKHJG21&CTHl0sQY~hoVISwtzt(|UCx}8YQ-5>y(R##vtL&2 z&$~lJV?c(&OW>~4ba+0)OsbsDpcW2x*KfaE8)v(e&U1YUR z%Bs=C3zIV#a_V5EoAh-xT){`PuLhKh<5FCvD{T~RvCR_$1Fq$htr}QLQb8ptJ0_#V zNraE>Cu5UJZf)4C1SZd%1M&t=oLQ?YV#r7-OdEkIT0Q~wKSWObW;I~GUs!v@G(p#O z+QZW_Ymw$A+X~J}vQ7Fj^W@}dV1Zi1vkc|Pb%{plysgeBjgO0MTq;uODDlI>-#=a! z<>I9(f9{qtEg+?zTvEvA-sX}J(|=F~C<916{-IAbHH6JFrY0f!t0^S{rCYP3&K}qJ zWWkxo?4-87>XP|TcJ)ISQQe7<{4rSa&}tqBlS6GTb%DU$v|T(iM+x)bV-eFUm+tR_eL9~sJr2aq;e z2sfN-fTas+bn>2GOsyHAYC9rwqFr=J#o7crl`&uw1dR#FYb^W*wo$)yYBuN-Qdk*>5O5eiTum zfP~UrDXJ~G%+B3(F#K6v>--N>H!M)MSi*v#kua`g+@diIK4wR-NA0ZxFm@XFy-;Fy z_UuLk$9X@I1?{@wHa-quOXz&8W~guDGx+84x)S@TJ3Y!9HMD7A`Ru{iB2DChsAgYD zdI~OhQ}X<{sT@AFv+&(a(xTf+>v*ME(mO@npB5t=6$XjX-i?sN0{+z0aP!yvEU5vx z0flsaY5`zV=h?E>a*;@g!ML;}q2v_ob_NevB1)vWUeYRN97n5oWHhIRMkJc__{meuEwSI z;7j?}^G>XH&5tW|8qzCAnW|!oTz#s5Zqtu-O&@0ZK_6gVJ*if+d>=&3akE$gCuCy}Z*5wYBMM{kL z?$oAf)~$RHu$c?%NfgTG(l*F_nBDw(UU;lw=)KO%LsfUXqOiS1f*x;kelvZzl*Lo* zt+6rOwtco(cQ37^v<186w1j#Fp+wSa324J$z{tp9A*k_``5@oqRs z^dp`_Q(|DUSavHNTsAx@923|Ok3^^*Q|LmU3^k1khUX#%bBQtO2-AAy;+(Dgnq<6v z1jf`$t;Ga8%28a~Y7G4Tj;L}=Y5^YKZo%Dm-zY4faQs4Z{($zqv65IVUyZj9W=dc%T4USdi4aSezQP`H6{KWI{RVsR zY;zk#D$C*>p}_qj(=2yGM69&g#W7uy5WUfkxLlqz^bAasmf$-W>j(p_5&et#EMo)C zd2WU&+Zdaq+(V`Mb48@Nr>_s_hID5v>=us2E2`Js*~>Mm*X$6Uy?1B>j^uT}Kvh$U zA1%G@R92i7RG(puaB^XQs5Gi3m-3M?tG?qO`<1#;a(;YNOKR za~N7O;mxK$s)_CD%opB1TN7DN9W9BZlO>4AH_TU!7Mw3xsUsiTf4^Q*)f<3xG)^_% zRYGKVsBQA6M1RcKFsqtd)Y2;7$lRH>44E41h&`1}Z+_oyrx)B0EHB4*MN2`NZil$2 z22ZO`Oyrjo@9U)>YGO&n&ti1+**N4~p4PLiuim9*vAh16c~6-C*f*^3#n~(Ves_O{eT2cug(Orl|F%;O$e7e%fqfZ*4}e$eQp+ zO%r)fI(>dBzKbrfecgHxN+Zba_{G)OUwDp9YeDT!MDCqE8LFj=-&#P0gq`l31Q1Yj z&e{y_Xa7k3!fiD36T#IUlaoctrFNxYu@gXA?KUiZtSHk&mcJ<#Xc_;sKoic~OH#C0 z9K^^WuD3Auc)(|h?DP|Fe<@D1tWJwCQiQ`R9WTXNfD_@`<;*rWmexb6%wWAk%KoJ4 zWnT0R+oTc3l@Fh@bYsVn8W#$_^^iOmU)Io%PbMD^BL}k77Ed|6lx{9ZZcC$`9jZFh zQp{3v3k#Bv>mxaLKVI>t7HW7{v}}GLwIW>Z$)moetr#%8$q}yfpz!buC=9JzbDZkP zDTln54!X)FZyO`KpC#MRLN{_4oBjwtv2s*1=lu$wowGTi1{6@Lvz^G##xcc*cjnY= zk*;l7F3HUK!2^)l)(6oa|5Nv@HQIPrYr*Y^4=u3=5eymMRNK>szk)G z#;kO1mm0VCJv2L*y#usN$nyjx>RK07T#MXdMa&X7!+`)Z!WmsX{60BA!3oZ0U}^*$ z6KpiDa&WQBX`nwK;!_GlUg)K}Pg96>-wrC^w?GchpXG*6OZU&qy_C z5!lX@595!x6?DLr;Hf>;Ng{5b>=GdRc|n|`Dnz4S(JxJ5n^XOGXgT;gv*8mJ_Wg(K zpA2J<*3Anf8a`#1Z-z7LA*_l9igHsr5GJbehu$?Bsm4ppG2(3S3TZ{>5K~}6-&Htb z(NVr}_p&YOvv{HE*rA$mkH%yey`+S|M>wErh&iv|jf>`3g>O^Bg>5fLE!dGGFCVa| zOA3pxZ|wRnMd?%K>zF8!DzVq-L6lnLbf?_&TaA+mQv-KH6WE#ASnuZhmKSPjo912I zig`zNp?om5tyH8=;!dP@ngwE4L3_DR@`iFP%jgLR-azjmaho5FQ zU%0`9SkAi;u_vGvng1jrQk~J_t;hx2>wE^ecHi4MlIdDZYPHd0>oH^D1FeDYIO6yX ziYSfJ6|UEqJ5$(xHD5{hX}F*edr5{L6=V7s^+cP9^m~y)9D5oZTrw zVN9vWDpOI4g#F9n#i5p$v8n?&E80)wc(&&tKqLQ$K+@qGcm8PUX+)4pDi%JM@W4FKXZ<{PA^1E4JN; z{JcHc%Nh`FRENr=4twssZs`y=`aWeMm zZ*FBsx-$$BjrV=T>UIjf_@MC;`=AaDyL9oReovj+#LUu3kBjR;vi zi^6bfwZ_RUtuphZET5={NL=sspu@hGQ}5;rl$DakX`>;{^8>MLyyDsq!h_uKC~ zm@VY`rM~B9b)*mU^VywZC33h~bK&XI-pOF^Ek_<~FK0c>cqGe^#_-jz11xo<>Fx=C zfeP&5?~LXbP$@<4K?c@)i~7~^Dm-N}Ze%;mrOiDtao@9UY;jBMz~-QKJ4ZPR{le0p z>G3g2X!R7+bt^xw%=PGDLHvRIa29ulOB$8(;Rg4Bqv8qI{=<-kw8~wsYz7rKk6)cf zwqrSY*xKvgemTlYP-rI%<0rmhUBmp`Iy|bUy0HBnBaN=vmRS?IO1bX%w5sM}^Eusg z4mq$weuDpwnheaOtY>i-*b7ZibraQ$ThWQgs?B0d_lm5e>2-lod@SJWk9v;LSqt0O zDxSR>Z0?aQ^YH5!fB61mWo>o6hi4sA(RpLVYP!Nm<{^acJKcL2ZnsfYkRM{wB2HaIWJhxYn@c>zBMCZTEEtsfMX4jXTO7 z5`W;P_Wb*qO2d6wBUd+4wb0_Vt$@bxFfTami z_(jCxx63o#5b<>h9<8{8j@?vrIAKki=Is<_C^YP+_ta4qo5D8aWwKtuHdB%)x=5Hl z0*-$jHiBXBT1w7?4yGTziR0c57H3PqOPk6OMJ00QTC9s}ijLi~v9q77YNk57NNlP` z_z@$5O}R21`Bn79#q4*7>?ESH}kKnHnUFc6cdM<&b}!SI(>TIeq)1Hca(49Fr=a#1dEc8z?iR-K}M^Fi~;+X4`?=gpOLTOEn?s&eS`wstoAHhoY z+ow_oi8+m@&E=LJ*MR5^8j`ey$$Vs18Zf8-#w)6C%8k)j3e+5 z&fIJ_f{|h`0O9-~yDrXn#&xzOs&%WwZ`)M4V6nL zIb6BTYFn_5(wNX-X=4?~8O;C#rLBR*GOw&B(Z@LIn(hF;)Jv}J_mq~B8Ah1Y5#5O4 z6AKY-iCh=A;>9doTgO#pFKy{n>h>1KIhB05h^yro(X}$tvBuLSue@Okq4{l^+U`=? zT_0@;rwrRPuJ5skH-_rd>(l5~c1GAzjqyy7^hug<$7d@e&S{k0yoxITXL7oKz(42K zutj~Xer|n$uw>YMf>U1#k6nRx4n%x$4i;A*L(Ro>bvodCwfdw?a}hU?LX7SO%pE6w zbSp*QkET7Sv{)*TsMU+pQ9<5kFgJ7^43hSNOqShB%>C}T(} zg-J7JvN_vjOjq5|3hrE_@&3J8qqAQeMsTge)zdbS3jf(RQ$`PFXsD%DxC9&dj5xBJ zjNO#}Dbh=X;%`ReWu1jQzhKPV?|*RW0R z4pgPuFdmdy>1E}5y>iUYcyJa9ZzsZNia?YYGHD+h57vRXsz))8BYt_e{Fzp7={!38 z>KMVH)ZM{$zRjBzSaULN=X+n|JRf%PQjE%L%0Ap*y-M@uRmXGJNpCLJma*^i(C%cO zzV({{BnYTSlC{X<&O`!}EQuu?iVwOKxb>!kqE8sc)t416iqSpkiBIJ6-)p~ZlZh+b z-i$kE)Im!wEzL*={ex(9nX`9bWm3e4upd|yqgpn4bGNZs)pNgMZRJE|O zO!jaeC6_bAqeV0|HFg`QqcO$hLLq(^pHaK>${hA=%8zet=B#oarsaK6DeVZ^%M`a$ zqBjy=LyY8--4Ze%@DY4qdb@bw1Ab(xsCzC;BGEWme9*J2f0=#mU6E$@-YnqxUwSY4 z8jY1MxGVNS@9Yum;bU}AyLRTX>n~~;k-|s_cR-$~*-y#%jFB}fY3o*lfU-;W&*HF- zgE)7Iy|1B?Xnb1hbK8-1>KYve9KETwJfeI2vV9Sy&idnA@<^CYP|CGkU&q3!Hxs;;7x-4(G(Jf}MQ3HI%AXL>xKF((w#!tuW!${nA+Yrf9#l1xn51#D&xEL|NqJ z)OSeE+1S;L+L{}>736I>Q+Fq6rMW^D<$`*J51W$ndenOpTYtXUd!kPlg1h+`=H7`8 zp&Ev`V_0SdOf2N)O_l23@J=2Un(%E$iLJu+Otm~~ZS6=L4_`I=Jqe{>|LVJ^+H1XxeGA+OBl@3p}WIKA8gpc!>4=nZKJ!y%7-#|C)vWL+U;jdHSUT8NwQ-tJ`&ZCJHX3ZW;$crd8k1+sRH+jB?6VOE~WPWo=(mMY!&%}Y|lR*SCcP(U=QNbD5{7v>aMaZ;>$~PqkOeiXd0o5@cr>e zvYlt`&gHbl!u>We7AVYk&vBxS>3Myo2fGB^elDQX-niOQI{o1~UG&l?iW5&c;r?=u zS{mwWdJAK3l?kv3-1_%ICEjA_8SGPVh_BqpeWe#Yc zGAvV~>Vq$wq#ao=@bhCOe(BZEh{m`1-0Yk|?G&G-Io@9Q;j}Jl<6<{S|I~C$d6dMA zouk^EJL|+vYw|6-`>G)3X0gm;lnvyH-$_EzN~dtYVY_P?(cQz5d9<);;v0Jr(HIZ) z$*Phj42HpdwsU08I7b3rHqyG$)SFb^bTBVj%~m}dQpi%D-Vt(|;N-xmXF3+x&f6Dk zJY03kQUK3$)b|u;%KRc%>}DkAQd27Wz=Kxj`qhe1xHnZ>9r0`iK+Z6y5z^uv(>q<@dsXHi2{UqoPCl+ zCRCR!4V;)_H6iF=hvIx_lBtzMx4Rae=1;vu~fC_KDc z#%HBx@0`}Z!q6V*@w1#0hWk z@F`KY;Mlssp3!E;@+vflT*&iMJ)>x;$J>Bu8X_r<)o4pLcOVXQAmXBUC{@>=!01*f z?Zo4?50iqyv}Un3YD4mGV*wd4dWwe ze0$&?oH^C_HLnmqmk!F63(Nhj zd1yxMVQM6cjK@FpzZ)2IN_dUbt4zTAvsddKw%r#ujT?nG+*i^uO}`;5-%lpj6F3zoM2fwE6fNM#ic#TuP2wf+<*gGXxh=9weWp zIBBr%e^p9~NYNr8y%W}`oiJaxUgqA+)%QY!EzVpTw)XJU#Ouwz|3?RZP_O zsmu40#>0c%GBkV(Ry{H0NA}QndiCwkk)pVqA+@(WdeuM&Yg&3&3hs?9-$|TSw4dc z@+q|%1Y6<=p4j=F2pGApcb$mp7d*E{jLfmBh-~PyWm$XVqWPSvR=gl${nHbW*+LuC za@N+X#FV@(X1l=Oba}Rs0aX6@5r>iBW~tds`5mTFeMGIty2vUlZo&XPuSM@c7mBjW znEK+~r6<)sD2WzM@#cHLOo{ zQF<8GB7iaE@Xz0OWf;2RiYCX}mD26iJy5xHMQ}H9jNi9i^PP|C{2_)S%Mt0(3P6DPiLDVTTl>UF5SY)IYh47o7> zY8*lNt9uarWK8ipr2KN3YW|}K`PFO7HI>^ay}=+}Kjq2ThMz?;?GY2P}Pu_Cf+$RL-6i>68_V<|J847&nz4^F%)HGE|>qmSN}8^4l$ztJfdU_RvXfR zYM`yIw#jXrI*}5VxLSAPYw)4zs{QbZc92;gLJaezk--nnec+^_{ocvQDCz|ch!xuW*JibgmG-4gsM%LYZuxfqe~9AXA~7RhcvQ_ z!coZu4Gb^kyZug{d&RO=HcGiTl!{flhCSdqd!3(I#W&5`k1d_hWIn2^%iN9ML&InS z_D5E0vtPoD2}}Q!JgXNz(}~M@+};xNbPk%RFqoqcL8fx(mwnLrHK2K8Gw$O{rOF+;y{Tlk zTqsHh;T5(xWT$X=4|&T1a;J%7re{njKb&jvKa75}jBZay`u+FyDKBS+mIU;zAULVJ z<})pW+#b~j#ydYuZ!?B5v?CiHLx&GkZIegF(Qo#Lq%j{3T*7-aFQ!^fS!is7y?{FH z%*I={Ff`O2oXjTy=Z3yZk8d7*f4`CBZa#x1Y^22aX}n)VBLe}QQxo^g*Uf%n9+M$6 z9IM80o3%>VA@hp5jvk4XLMrF>B25!3<^Qzo$dyyUXI*GbxgjZJ00~mUyG}rF^MjOy zAy@se2$U(;k+D7XS8tIbx+2I_D-ZLPAJ%?A?Kr6yrU_L%oB`}R;_ zL?#pI5#L&?=5gSTILc?qcy}k2x2yA4yXM0zNKd^q1q%)LcYhMtJllS` z5n8$CPv=OgM@3K!4zZ0-HC-9f^4DI>W z@2c9=7YR!JYjvhR>?MJ?mm-jf+lxz7G(rcG+61T&1==v&uPV{f_I&rDsBF%)GJ@OQ z>y;oCh;v*(ksg8IB~gAAr68Grng;9gb{t)Y<*?*;&Nde{uxVfo7_plhTFVbrKO;`n zbZSm1EE?@Awn=?twleaPil)Gl=^F!9a@aW2&MGjJu1*{ltSY`< zU7#`IaB7CyT#ZRwl#h*^SZm|yLteIuEjHJoYKgHqiK`1X`hlBq88TVyGHL(R2y@EA zDv`SPZB|$dL^rt}im*+aN#=~(x*u1h^xwR>og)BXl=>2Ca zUBZXZ&aw}+AWT`0v9)73CGkhzF?^kW*-{{>A-!A4v){ zy@HTx9-6d#n82hqEK+^>Ic(N8A)IUetDtRLl3>|F;lAj0co8RaALY8=LC7O*{@r!7>Q>ublJg-Kug?*oo*@{LCq3#Ie)N(N^7?mN{=3kLxWe2$zT#>v+ehl-94>9NeC&=K&k5 z?%Sc}ffEad6t#vne=Q_ztkL%}CqJUywodr=C zZdWvmHOCkhuWR7F{GTCuoM&lvLa0yC=M^SD&){%uE<*efh|&$O9b&E2rOsaKXOFjz z{b$yjP||UfJf6zwv@0Ug_{+*Iv*7~sX@JRut z5Lv;iI@ap3YqQUs9oSz7oAb3=i4ZXn$~Pox$$}q`CEQ zuLKa5@Aicn%npjpUe~N)R2VtfW{RHQKU`!Itl=IAKTXFw_@P)j+5Cv^*yUJ04p=4N zv|N}f6H*=dMin0*5lN1is2hf!auVo2d{0(JbsT7is_L)VuR~8y7_5Jz?T%627|u8r zxP_o2Y|*B^4^1T4(%cJ%vZea-J5FfWb^j~KcSk5&p-%>5vT*tY<^Y8tVK~_@l!0&iS+YLbq$7wtm^M)RE zCom1nfnZDdc6g@5@eJ8%>v8l|dODl1?1Icp>v9T}@6y1j-|x?n*lL*CA>m|Jc^2hP zeRt(4eJlG<2*b|hs5qM&4N%o}5<3n?wv-qdR_Ja2R7noAr9@Q4Gc$MSwN;W6<_`5p zN%JAXY31lXcqTx)c}EIzkqv^*>IzU?^PJCK0yJ^9AJv3ifX=Gj(5JtO+gz zRV~a4`k3oE%sM%c=OzZ?XgztJqQxGNo9@wrT#9x=jbB^}U9voBnZ z52WQlXieVSZ1dQB8Z`UjCF%JtxPj%vU9-*cRPMQth#dREs>1MmTBLS2huV~R`&tT?0v}I$NAN%qD-zDZ)e@&-3W?e`Q;z_`JYwk zOo5jGHCm;^x`#-*ttxuVcBFEvGSzcG%J_gljkrN6wX7;Dw8 zbDwKv-tuUBqKz5C8jezgO&)z(6|DSu*}CA`qXfOGs=DUYtn&(O>Pj7_r~l$ZDmbcj zF0J#ps_|62m~Q;_^32=jf(EX}JtJp=K_8r*DcvsG?i@-CXPzE)RgF`o z@1#l?8a7BAq%+ZRZ_QE)`JM+j5c;IZ7Q{c1PTbZKnVlC4jNb9Ee=oJfCl0$Jarrx~ zJO5+4J7Mvpv!oX72rECxgzgN5oW!rEgkJHC35*2nKbl(dcnE*+^)nRdNWbQRwL;Z} zzr|53SE~rhhQiZQdA~b{*=Y>UY_ROmC2#*eJ7fJF>{4sU_f}SGp2o`8om{(=JRkcf zhRlV*d8LHV{3GclJ@30T#E(pt1-{&@*t1g8fiSCl=0G3sBE93Mp~+{3#V;=f!H-?v zCT-vi5zLnf968a3&p7@#)?~tv{$i{J|yVTh=)+aP3NPB*c zbHqYtrR3HMolS3iyL57CG@w{X?Df%XmJCT>Sh9XFxz2VWi%{i$R_9i&e^q9esfc_C z0j#mN95Y9`+rY@d{d!@EsTICCPg9&vs_ltJ+=j({AMo=v3JzY>c`m6oL3g&3DZyF% z2{kY%RkaXmCC))TqMF7%Q#gI@w&rWn0~}7X#Ie6C((~csNcz3j*CH1UUY{v5{vZ!? zg}>eCA=U-nW(!z4(4JBt9#HGK>{wJ zC{x`l{(0m>F1xoA3xjrd-tp{JG4zjl$#|9tW>KDvZN{uE{Og?wK0}zVu19GGZKMks z0wFLwPbv?*H3{Tw7c0I>oh~@L*1}2@o>=Cw4|42zkcX7EKOg<=YnTs9;*<0KBWfRG zmrshacbKLr;oBo+^$G7G0HDq$!Sb`Q5nkTcUPp8?GPhuzMgM8 zz~u~yDoUpG;I*+zFHCSgl&QMdzeNpT$_P=~tI#TRP?9<&SbI{g1??{_A_F z0;I5#Kgwh-ynYJ_DP~RGcDGxeJ@AULLk_ zgd%nYmre;GP~kS=k%M2ANrpv{Aj$0q}C`U#6F4)El%`7?8A)PrOq7JA>aD^mx8~z^c zB{v%3QX|U&Qu}yhc$mOU@j_FBNG9i3aqjc|(F<+lh(Dqdk5tzWz_Fg=Y`1OC)SK3M zw>S7#&}?X8Ux<&(q?txs42D7ES-2vokR#}(-W61?Fj-McmI%CR7~U+cs(Ku|uvGKzV~)jJ5?{d9jo+FLi?)a~$346@yikq|%ibh7#_a(ix?d@P@zOP4EL zax2$(gFb{k)ro{i1YO&CN?ip*>TC{YBDk%j5=C&6SV_#V^5smjZ`I8tbV?ocwG({y zBM$K=vL}Z_rg2aPqa~!s>hL_Fojsa7y6k0iMCwhgLRPx-I#hO@_G1z0DOhrW9Pane zj2>EKr5^26erX65;`_uJdmr3Tm!5GNT?{;%d1;tkH$_nEe}sZNyjT>eu>WL(1}f?D zcO?Zvm4$o*P9}7*0kc;0gA8VV_D{i)xu9C74?&e6gU8YSD}xUy@~aKFwDrxd8ce0! z@sL@umBMkd=>4%nJ^t>0aY6I+?d1^a49}%u<$0S@H=->`>U*k7s%RKON#RUC|(Z>(fdQm z9$>E#R`TGbDxuZs+L?IyLn=D?Yvbr zPdtgcu5`$s{0rbUjj?gMzsB~;X<2F<+qX>UgVrd{3<%TXm8AR_HXC{u_f(wN-O^Rb zb$9n6^d|kM3oXv^j2}fvJn5wl|L9Fi-1zCre~%H%%N~4Jur#~(1vmo5d{t|>IHhD)Ok%1aS}0s%-= z!$B}_*EfAfTF%PX)un;wbAwmS&9amxKXM_&>BUrtKs|mCnLslh)nwwK9~;*|eqUF? zQ_BAHlL}JYg-VuajoH-`cf!8sF?5?7PYWGd8Df?N= zkkqsymUD08-omg|d}pLyJ@k3^`#l_td0^A*hw*%EZen)5e#zwbA!gTjbD>B3=K#=5 zN1~nEJA}Iz>BRGS-VIjQL!DnJ_7a*=?2sF&bjbWF3qd_;ufXdm?J=}%kGWJ1GUOjF zixo?rG)<2TA*Mx>^0upyZaGZMHUv zGgPl!RrAihs+IX?apjX(wO{JW7f7ts{(4zQ#etQ_rxR^_yWdf9Px^6}a+&TO>*_{b zw0%>{JZ6C!O9`3wq`+-Vhzj;KzX`~8N;&Rft;|@jKbl;Rc${yyB^0I2u{v7(VzWGM z#C=79di))d-h3O*E5EE7F-CS#lV!+)UJ1Pu#1!qw85>Wzxs+4qLJ)ts3VAx-!M#{S zrjGP7n!t(-33NZ`*sybXOBYJNy17XmUr_d?Be6x%K!|wRn}KL?ggjNfKsiDD6z1jS z)081i*Xl*RnmL=4ICa?Vthnxqb{7m^xP?Z|+^~u2cb{C*t6=Zq6rz;mrIZv#ZG|J_ zpa(z66p?O&x#i+cMeg5h6WVhj4jzp79={Cd+Btfq-@0+C{Q$Xmc<5nQEC2E)1c4s= z+V?dh<&6S2I3TnG&g{8DhtOd`V#9Fio0%1;H7mXqxs7{M55icmYaqV!j9*<|-$;hs zne%o7X8|E745y6<{bJdJB+_rc_)*~8Z0r<(wy(>6Htl%PzY{ZDYm$=RW5W0>i7dSB zXZH08hiK?-wo+HI0es3@mn-sR#`~!#iS3)iv=;!ud-n=fy|mVmGg+JYvyTH9eS0T7I8+Oj&?_&9tvl?p z=}rs@Z+&aTyk-WMFn!D}d$==HQHR*(YZvppNi7>+w~ty!Rb5B%UkhJp-5lC#-G0N8 zv4{+)XFP0`KJMG9lAlsEwl~G^Rn$Ym!#{T%`fbdZiM?CRxMBMuXmyaH9bTboCoGS2 z`OUFVgg^$pDX)mC1KrtZC3sdeYNHxS=l8or&<&qa zmeIz8$GH%DEF2s-%yW*EY09?LdSa@&_K|yOYiS<#E81hdZ9Ae?Ji@)3M@&@;f4x&$ za69^do4KRoL1nglwc`1?YbpuJcw{l&3lByT(&6YBkS}UXk4{+Mw~C}%JXE`5+^v<- zc>uX<)8kO2)f-wd^5?gY$O*8Q=){(3gp5;Z5$_Y8Me^7L(b{zoc9oC7BQ3T$rAB(d zPLuMNo0wi3BstrnfTh!N((i0YI00`>v0{Q*sPEDlDO6b;$D+n! z3Cn;~I=2JPe7WG8SfNG!9G*mnFT~D9TA+f%3fz!xB*uJaRiFUk242=AiKFdi;|}{G z>-d=(3^X+;Czf9bzirRKW#>u7tg|BvyKbDhnnV=)Jth9wV946zpdztnPv7SKruM~J z&GZRQO~a#0pGR0g8GSXNt2n$hk8I;4vi=yOrtyCB$;`uxQH=@r=1z^m$ncvHbGwqJ z!qM(GuOzfM_1lj~d})8h@+|2ln@zGpJ+Lm5JLmksjPo<%&Xqg~;X*u%4%1+QnzWq6 z(fU!#$XuXUv?jIt2#` zx*d(~EK$G=X1G#vP@SJzmNym)_0LQsetz%DvwK&pK9 zJb(0MaGZ8_HII8dQvu`Gwg9gs*aZAvE3eCjRU(X}6z5!fUSz^2XV>2cw&KB)9Qh69tD|a@*H+xx_y( z&K7zTatOR6@u9s18t}Q0QBI|{z45y1D7-Ef!+89Ms9(uzD|Ci~Ytql*{`n(6`y)yI zB@~ar68lGLg)y=xYW9{;KII5Qv9s#gnU2SO?6}Exw4`LLKfl}pNCs+qS#|PhWWo{W zPxwA}uGeVoKb|mV;c&vFbTt(k&X|+fUbm}2D8CVTva?=WG+et$ElLeKS}mGgmU!Z_ zkMQdHMZBTR57erwXCNeTBsUJFBXKl}R!lsaSj;$Ar3g;H+h$7q@!UR0F7ACh2Jy9c z(b+wBlM?Aa+cdvst-DGrf;_RKkw2yh4a(@;F4#=vuPL|+Wq6D~yD*n%lwT=JsXr=#2r>kMe2BW#j((M^St7tCWzxnSzLica_ohb0IhTH@f|2Lnz6ki&>I$1UU!}iX{ z@~@viELUa=>#r_6y!G#H3LeSulHEw~;k?DaZNyXJiI1QeLOS39hqfo8eF(5a>TT3N(|K<)LDw@@G+_2AON`)_x7eBR!9l1f)XoJDLB@Lp8u1Z%Ua z+TS1Q6gla0ID{zb?@zAA_d{wcbMXb*?6B(u7q8rWdg1S1EYyG3v$Gh2F6rZ%L1wSns?Txr|I`L8p&eIt;X-b2#%QkX&}^m zo|X}TJVLpr&Y>IPZ#-Yf>ybFNV0krCq*H5g;@9Q-!EWv z_3_@tqjU0rS+N?XGEvYf=3M_r;b?EI3mooTR9SjBSpWuiT>Nl86jzCc9(6u`Q`k^y zIog+109ZIYG+l{~mL9rw?@{(SWYoM(OL4Md4l|#qVnh+x7lXBj3$Y6c?zkt69veRA zIyzlBxdj$L$b~jC*1K#_!+-Axn~UrOWGHMMqkZdr695AWEdO*3fP2401H=^!F=`wc zjo)4Ii{*<`azsOL!AB?G4{WGe0yJ21Ds%o$|@~oq=eVLP@OcUK*)WWcm5ZJ=t-dPK63H8hvueKk{^%$$FsK04FhIyJgB0)J5}wZdULnI=Oq?E2@!dX7|Tw)-v?W1$0d1UdnT z+Zqh5G5^&((d%lr#WnxvwB)jVUzJ9|9V>nD28Uodo&4gE-*4t2!Tq#S$)oD~dsL7z zOf6Arh=W)HsO$~9CRtgi-sRc9=x(Lji&(2(DZp`lK39}Oyf~h|Ggn~KctdDMf3o%H z-Q_)OQ%@_t{uJNAcA=mzTa~p003xa}Kz41cO#k94&{P~KgE@_9E=I(PdI7a8f{OY} zOGI?G?_u4$())Vo_MPSaNo$Dvo}&%n@lL;z2@q+(<&#-`53IMrGZ3!s>b_hX+-y)U1M~GAHjU}nYWx#o9&ybWEx4zuc>vSaew6rT|A!sNVpbfOw zsVrHam+CIErL~TaqZ1%vqAv=(Pz67o#9xe;-kd7o1HyJzvGq>$HXjz)V|iJuY83Qu z4^D!qUuxw??-VtjaTJ<=;52$j+UHcnZkOU_^av9jYm`D50{N7hML9dXD#ui%votCXL*fFVshsx z{$bMVG=x1n`t`@=$whauS+Sx+fYbSUDZ=2U_D?y2SCp;6L?P-SzUxj8E5}(GJ}Qd$ z*0&s7D895On&`Wsov9Rihjp$8fL=r_66x6!i*z|Gp{^CdzS9QE?_mg5f>NtfM8#TK zs3HkjTb0hM1}JRtQ&;+WH&s2ELBmu=u8erSLdjgvVA)6dJN~?HZKgH8bZ0Auywp9% z%Pe^aDkwNs^SqU?{nKFPS@}BJ^aZ_gHS!!;_Gp!jc*T_ZAKIk!wn*`7s?I!=K=$Cl zxm*DQ=CLM&i^7GRlsGIP!N+wlc>}43&wejDa?n9_P9ja7-{Q;+e?5!3CB5c4`;}D( z>X2TfEJ~Y50Ttglms4W-uKw+Ay5!eLKy{7*41=b8jcxu++57BvVSbR7f>MD;lx+s< z<3`eLHEo8wCqT}KAF%xbrh%GmSB$YGt88fjAURt9&{9x@)i|x0c^cp0-&{l1pIU&B zh>Fj+{WcR5rNYCSQIpsz3=eaVXKtfH!iwM(??>AKR|X5e{CzF*4{3NuUs#da6S(!c z#h+zT?bMBuv9Q9E*(6j!@atAVORx+c3PL1RpzW8Y&t5* zV-ck|u;K_h4OEY(#T}4*$u*lDopc)S;+zJ~-+D_0W8w|`D}~s_iJ&5hPghpe^#McZ zo%HEh9DelDUQEL-0LZioD{^?99-8(S=!#XW0d|*wG=pmzOfT%Bd;HUQ>N=*T_@2{{ z=&jE2FkurgIoL)NTex*9dnOk_05pXlJQSTv1Q#0>)da0=LU%d;eK~j|ex;q|EwUkp zMShnVYLKgsyehBG|4ff*4H&I!J^LmftU*sK5qK+WHSgo62wpQIlx&@o*%4UHuq=bS zyL5I<6 zt^Ep^D}8r*d}sntXU^l630|oe%Gy&%M^@;t?+eXC1E$_>?88>ncQoEl)tQZzE}!MM zZteqbBfuJG`;5P>Xj*+=9v!SeG_Pq)Z;;6OR)5s=q3Dxqf6oO9M~K4|8uXlBq~Zkd zdf9KlUeK*aRWh6JQ7SmLrPU8*GfOVs&*EWBvy=ns_=I=#~E7TD#TI1&Nkoz{`VOA~@(l6lL0>He_2i|(Goc$cEX(bOGr zS)o)?68)|8rp=>6B{5SU5aKE6Ec&V3@C358)}d1-J)Rw!1vNNP!^M}jHSCirK-9F8 z2A)SA*fUH^gwe^sEym* zfFZLL5Ciw+0RhKe^RUIKU^Z`%E_8xun9hpB=%->7e6^{{S~IXvbMgJ9+A8~I(_Cj| z!c~N#SaRVx@RL^&srE86-YEu#R3s&+Ru7Umb&1^9TlVL_1l0op203OCO<6dsb0tPK zsVC(RDt==~9wZO+Dz8M-&Y_(0@uGuexu9mVAkpfhr*UFP>F14qNFDE7 z^C>17frphOrfFnrhZQqFZg)T)FOcw7SWk|zNqg1ZB3x~Z!;|!#O9kOJ1g*xR{21KW z+WpSJhT^F1c(EF*bKoj%Iz8E5PCkhR`~*=nldhO5#;QbQLKO)_e%ckAVv2pn!W2qwS(QjmFGbn@ z4C)Nt+jMezHf9^?8-ZC1P6Rrvj-9E&P?~(rnjhcRl5CGgy8TMK1k>dm^RPo+ASckk zg07bv4GI_lsR6xJMYd^Q(2a429!a8fOX(Nw8PzhQA-nA3(YNR`-K=P0OAU98x4VRb z_o_hjJZZPR(B*KnTvI;;B$3jfK!Rq&VIc(}<+rYZgN_{?4SlHNGKLAI2MDTgdYYAJ}q zi)EX+MAt#i#i%RY5=4KVEb;AiRJ>CTDja5WOOM*DnwhieZOYlKxXb_O7|2E;C{COA zhxdV0^^>iD;KE@i)cs_BJ_BlTm%`;KR84Qz{yB8C%kZW(S)>560sI}g!WUX=e{PQ5 zkcH=8lyp}1`*%SY)$PgY^btjxv&7ej)R!<6yEow~hQNl+%m{7}{e!z#OnM01%7H4o zyqZ)Xjj^cX(s#;7n(rqV({^~y^V*}FQeLa^^4-{pO#8ZV@?I&5($6n_>@X1$AYJKF zk>jMaZm*6*LL^RhLgD`F_g?EcVN5mum9GJz#1$6dKqAj@?~|p}U_n4ndpG33fe27( z&B|hs_-Q_L`IewOD00ZAo;&0cAZA~MV(>n;Gn7uQF;*CW)q9-;q#9S1UwTZ{C6r|Nj4FMY8pOJz27dGtcp$xp-oXxX zAo7`zHf6C7!S(JTJ;SdK0gVb{XG z<2c~ea8=uA1D9!p9(DEv$jEVS#qp^ioE}S&u~pyk$l~++hdM?&_v>31k7C}b@Hm3} zS4wgsLm@T>bnf6QRsI~EwZdgJo%ed7J$HUMPh`m3{qzzLg}p|xaDhU~k;rAE{E6L1 zU9m#kOKSv28sDM?;1ODdZ+&7*g%TW~!)4h_zcYT>1>K+(l;0U}8bk)s5Ug^j4oGz| zCpoaMdwD4Owh!bR`g=+ZFi_t%)EE`C7yo;SO-(T=@A6)FYVK$%7&=vuENc!Erw=Vp z*L!yfvI)DZG(bl>AN>7)@4bKO3kq;o!c_E(S*;MM%i-9TOh;vsu=b#v$aXl(TmA5u zflq%Ap)e1gHh4X$=?4V`J8ixF^SZ)naR(POg7V6$9M-Al?mxsL@>hsQxLJhSg|=5q z&`$m!^~;Ej19YjO?O53bRf@b*P|h+*4HV=BaA)JTQvc8YR9sAd{IsDiY@O8V`9GA3 zZnDvW;-RraZq@6*Kg-h#J}P(az144b_A9^tx8l(G&%y#h4;5Dp>ahJ|AF^Kq6(&s0 z^YOp0@!;{=rQW~y9G$S>y8ZXrd-G{h7yPipuv{b0#x7rJ|e{T zUbkNYoqvey5&Xvn7n6eq3s%Hjd-;#OW(;~Q-NV_8_8%KON(>qt3+wvy*NWJ`daW4r zno6Bm>5YGEuq7~r$gcc_XXO7>VV2bby~aLGKlb?_8!QMK+_9kHko=Fm_CIFwe|63O zn92V=+5g8({$H3$^~N=Ybd`lf@6#tBs^$gtTCU>;nkffRL(K3x!Dq;XvItE4_@%U- zk9oYF!v-X9D{?aw<3-h#=@EZl-k%Cwy;+ESU`C)v$#V)+=_l&J#YZg*e-h%RMOX3+ zBLKbik!XJkav>wunpacD?$b375Hzm%pMF%g{S2h-qE1haYGN1w)4LzM8+nw4=+%7k zw&B7y;E_jz8uXNzh#vTJ?(OBw#27M(+lxutY|hNAh9k1 z)eU3Iv-8^dM3uuN9;7PK=ZT16B35ta@*be(#km6NbI#EYrRa2aW`ad?5dBIJy|8VP z2$0F*P*XxM?0_gX7F1lPTeW=Vn*(Vx$U)Gi_r2ZZ}aIoRMpI9+JJ=ELJ-Kc z?cgTI5tUhbD8%b;FKsTJt0fjVv{tNxClExe4DITtq7SzhV;#_tVex}MA9_XWlctA( ze1ajU4`no)r ztEv53J=IG9zYk)6`P`GO4sIb(I(<4;t*Phw`&^UNI$lb<0$7=qyMl)n-Q~Uic(mcfxcZHyJn;B)ps!8Yef_eCr^E9Cw}{({eHjva-KLRuBSd1vu!wMJIJ4 zKdIm6B_15j$>yk+gv9AV>d~YENCwx&a@0A5iuG(BA0XUdk~Zc|VhSFU9)IQT{dvt^XH$UmX?Y*2XI+#-JFKf{2Q=fI-NRqJV&ONrORmDpFz~AfSXOID+6% z0|U}Shl+x944u*`F~kt}dHufc#`-wx{(sl~zBDdH3GW^Q)&wKNLO1#rSM_ zQZ&+k1hSx=*q*}wLqsIp69!ybO^O}t)Lq!^ZL=lZ2*Qdi^iXHpZ^)Lj{ z#|pGK$jDMWEdM~4Mch_A^*I}UOK}0J?Q-HGAXBG6DMt6wckI2zZE+8z7eBq8a_=S! zRku8b!?|t3GYV+L7#Jk?gKufq4&_PAF(^C^tx!=jyo08`kjWiJp>QoQW-bEF;xTzG z*O>b@GV8>Wk&<*=R*#SCdAQsw-i&%6$X>h8Lfkf<**h}|b(Z(_2d&8SV*tIm$1b1F z$gbsSwnysTNPq6h`cTUnYvTngKUaOKDP;d77HA1t_$z8u7?(4SF6f?;@+r}?$;j)? z-f@8kL8zwU%o_nTLdA1MxPjktL%5|IvXZEUfF%XXP(Osx8{H&II>~1w?s`b686n@@ zIhOr80)*cuTz;GjxX_XGrUVA-rZP7d18r9f`~noV2KBE_T}`0lLi1FIZ9k(d?721+P`t;z zgpw*3>2IU&8K$bkvPp{YATjAq5ot6q{6=~CF}(RjH|T#Gn?0u=Za;~wZ~mhAJi(O* zps-J|A9NlkTFLi88-g*?WoWj=Iz6_l|>BQ3!xV zb(T6qiNX{+_Cu%Y%~uo??@DOn5XSWvLQUnveBD>dOja4D_{MgYf$NonL)8JrgXIHb zdsCPwSmIns$gQxEoUmtVeLRj8YyGE&)0-zgts<=@nyYCOzGjZuF^$L>U?r`3+8#N< z0bLYdMoC5$k+Tu5h?F8J)ok0sH3=6>4brA=XT53!cBJ~W%dg8xIvM)S!q_BrW3RYH zuI`0-e+Q+KYPK?yO){`>wlrchmkRXRs@or(U~o%M;p3T_P*1)ktN1We@JWVhyVjec zw5fNgn#n~CZ|{Xk2yYzO7*`&Dd0-~5+{b`ts_;*_NWuBF#K)Ny(%dd{zzJH`y*$qL z3f-zT>_*18#=+rWx9V2mN1?vKQjSsG{k~F)zeq`18gKM?VoJ5>g}23aHBF4c&7@tc zpBPPlP)mL4gfbmd630&+f`5nN(FD4)F&DIDuj^ww)h+y|R#L^PPWJ-I_dI|@yWR3Z z$Tn&HkC2u5H6{Z>1N})-!~oB`)Z=qZ8JX(eVj{IRnhODQ|5%_Z?;@PSi2C@)t+UB>(}&q56o=2uh&XD&`>&BeOn2Rq{chh2p>6}w~2UpPp)%5l@H+%n)I_0+PusiCas zY)+}{F)2d_)d}SncZ25FxW`VGXZrRpOME;b-w5BQII&#HIIhS8=FG%Ce!Jz8u_9^r z`r|3L-}iYpj8Zg}Fb0wms`=h}VY_ud6$vNq4DTf|N#NA`6jM(Kpl;c00i$qoKx@Gx zZkSD6nyruiw634lq_}fPh0d|&1A$Tb-;;M1R-Q*#Bj30j+l%T!$9J@b*B2ar7g2_x zUZj0+tU6?$plXsSDU|I4qoC}gVmVb5>qLb{Uwjutg(jb3nteeQ|&~_ zVBKfC@wAoWp}OOtUNWnf-kI2jK4iVwvF_>{q4mAq+awCKSe4 zV7M*zS&EFY&574;UElu9PA5Ug>=byOaw$JKwne)PQ zKaZR8r_r^MFb}rns2ZbG&+I6mF!Zc;8!T&D zXeho3xB#i$7p~y%!ksmml+KRwdQxFq^Nq;shZ`(JAFLAO9rB4e+#c3VnqH!s+4}m4 zAa~H_gtqeUG-pK1ap)Q&zo8|}Ad@IiAuM`dYR&kuRC7R$K3x)cltj~9jls1;;!9d@ zzI4IoLw`$-2%P_{V0QG{;GP2gC$?0%+Flis#L`;fD#;mJHOIc>Q_l3`Yl#I{1UHPh zgXpfQ@_6P8@`w?I*jdKKGz1B$aaKR-${+ZarKlQrhckT9(H)~%u=Hf07 zC`9ERo!%Asxzk3esAWpq;dNWtIQ&yNMq>k7-_ zGI~(glZo}APWL;uF!2`c`KPIb7CeY0$jvjT65Q7FNG+aGjl{1{M+l*O<{Ct#4lKAV zIBdi=K+WgLCX-mc^1`2E=m;kyYbV2mF1|z_)-0U^H}MJ{S839}(+@2%9PJEn2-}?Z z-ML!FUu=7~t_m#)HNU0g{(&K^=s~)*MxD(a+C_~b4%Dutz0kR=ukiKp$XzeDeE{^T zQ{r%rU1rb<6W`oZ>>ocjyk99t08CwTGosyCp1c=%=0Ymh>uJu|74q}Mb_XaPa;j;> zF0jND@*nnjA!hlETQx}^K zPRl5rl-8!%dbBk59>Kg>@NMG28Q1;@h|9ERJytK&vJUjj6{J|jDPk@f6}dXqNuD%# zbDVVJ#o@~$y^c?D$?rtCBk$fyeG!>ZGd|zw5%S!A6?2fuDzjvRo(~w&;KzG!)Yw$@ zBLfIB(z2@MS2JPiid9dJcXQ4X$PU4RP-vX`B73w&Rs8IoQ<4tApO*2uy;j7Ba!L_q zRK#X~b7+#g+(JEcv3K|z z9cvcxvRQ3-77g~O2Hq`d0nJ03byVKc=B`E@QA#}1`Gd_i1-7a=_Ml?%70afxBCOIl zos6K5enRPDR*#?tvd{I+FA&@Go^DHxICc5%O$~Z`%v`Lmad^KWRM@P)K+HHtYQIn< zDXY`aedEM-+48Tc zt`J5y>2>v$E)I@R*6Q6Ue1<^3BN}gI*TH_G;ZE5Sshk&{oru>It}vdQ&KI516po+X zKEf&~ZsYAxwr-vqSD*SZf50ZQl))}1A|T1Gl`+;stQ(mnF ze{o;zesvFEk%$#^ZutkdZQBPxTdHp%vr*j1(5xq}zzjZ*+R&uXe5=Y(8CB?2%$g-h zc9aDYt_2YdNi2y1&iU8-wcvu%ART$}YL=j52*Y@q*KN^>uZ&i_HpXk+FWk3X<+Y6$ z>lT>o`eOAaVb)WJns3Nuw&%_KRbuH+596JZ$fh(w6GkS`wiYtq-TU?qNN#mh z-EC#SE*Cesdv~k6a&)P6_xx;E;K29UZk&48^QoO%je%{3Q9(5zLyIs{(C=xJc)Xhj zA(@pV?mc~)bp7dmdkwYGzB54L_28uxo6VjQn^)gowP3=^sjHvy47o(SwTdu9*thz% z*!(XP3ehU^WJFxxI@jA3@{&05ut$ARF2JS-^p#cs!$|QJU9su7xY}2snz$n7Ix*PK z)x=CuJ3n7g3Zwp#oJPLSU6UHtBlHZwGWyzF_QFG{}oR&^svKX~T$R zc@y2gzsaq$A##E#%EOR2qx1myP8w{k`WBDk`-J8RranBKxF`AU@E5q7a7OF4+0Q16>|+wL{(aOb&J6v|HlihoWnrFCf;iwq&JfdW0pB(tL_)lo zCC)8LCDWTrNh~95GkJ3`8#1ItXY$c0v}+1E#1c=zJR{=ySXy>6#Q%pV7DnHEbM24)>fQN!4{6@+$`YiYfUAho((+^!v+n0w_?USC%dYOI zCA#cw+DZI$b{Hmoj+XIcrAT|>UAXFlx{nK(6}?^)-jVoNGjKp{gyQk6)T71UT5Kg({6DG504_U(HQA#Ce0FR$swv1baR<>mq^MK#N*3=Lj}Yt zT6aOCs|A?Ew41|B>>+(u*~X;#Yb_{IF02M9#ckU#g{jB`wu6}_% z%dEX-@k!hT&+JYzf94Kew)nu#Z=M(t1^a#uXXq@VcY30y=OTGKhh$0R=& zEgy;Sda?2h?%T|YR5?8F8c$}HWe<1qhvEK<2Z=TUGwlK(0>YZF|=iC z3U(1_uFbhPZ_@iOlYYI-2YoO*ZKcgGol8TSK=xUV-q7NFo{w{pezF6=vTTo{T_voh zE5LR>;IxwIUMut3Rfcb>jsm<{ z1|}7(!}-_8H3aY`GxocBlLYs%53c$l`#NqWtW33E?eY&miGvD-xCwua-!9ZY55R7f zH2!-SGy`2lyQL$QNCZb#{k4=Joo5t}rMOed888WOq05G7WLoCjzbI9jclIej#SB_e z-PTJp%vdw^qJ)PV@BMiWxwriAbgST6z|%w-0y&-j(|1L6)fVKvLdZfm}`f3X9UwU z0snThj{ZY9*lE$f2^~@^a(-gDH5PoJ%lg@yN@)|hx(!e0vc4k3NbyhlqN8vk1lM@$ z&lsfsbdC}+rk&qt9thr&)vlzv9V=X40;ml?r#BIAgo~HEHwP09qisxRd&1*N6>p{P z+wG%0u|_CUzF!}9{jYz2;z=(&y9+ssez%|h*WdX6zvRDI-v37zR*9qlDA?+7pQa|8Cdb(rk@ z9$@ne_Q9EmKD!>pn|{os^o}pKODo(>aVZ%vSyFM)jNeVI2o2CDM+2qBQ6 zgwEIMsE?Bx@Y?)SgBMkf6&9+G5vuFX1*)SO23%jY-$7ax0E1%?*}HAw&0Dns}YW3s!z{dCb7{mPifFx%~n9> zj6s>~-Xq*?$>xH9u0`A1WCz{(wp7h}7(rORCL0>=J+vT1<3?5+x+ z4quZ>VOTewZ5XJO#?CU}9sUZPFBZ>apX%8RLP$sisx|K|bh3}4+=5wsVFSN7cdaW` z;5=hzedY|#F2K0uD5l}qkBN0C>&mrkP6$s39vBLaed0fbx&oFP^4Nbks%OTxD*D3` zh}W4Eb}IHBy-DGl@fe6RWl+)^?eT5-tYD6f(rK9r=K*djP83WuE!~lPraJ)aqXo)c zK(*R;YZKvi*7j`k7th?qmv4J&CabWN8!RI=OHrsFGzc8}@)eQ^rn`CW&H_urYN~a= z`M?a=FzzBM+7H?nVZv*YajB>1su>$)u>N2m=f_K&7}s#IdL@C<$c~@k0;W4q_Qyh> z{)+`CN`1zAS-rL7(NZo4ufVpBf!(No7mRfjMy73blVUa(fkiBmE^S#!nPBpQ3)VE# zrVHk~)`OIFm{bl9nqLiK^D}S3Rl~^m(ienO zj|D1sTYhOS=?clVl#1-5o%7(FF^7rk^eInn97{2#zVvg~A#(sz=cWR)jOqx?US&ZHDlyQ^tQ+;E zn1)E|T+$IO6KWnakF_%whB3n;Ee}J4I$o06{W+RTpbzOoQ%Q|PO!54{9q&U&%W?BM z5}?U1q+{#im~Q*=8_^wGp6Ef`Y|2x(LjW1C!|N&t*1KCaH_8NR^CT@APA5Lb`sK(y zpN?~mo(?%MYAUt4P@Py|cgN(M`}$$6xR$XWMrV+=q1YrQz5s~01`+XO6TJ0-cHE)x zo?NRD6{k7EcnpGT#Wi@FQ+M)S%4i-b-y+5KsQNh9>A036hMJyqI&{~ZTmA@RyXTf1 zhw8@}%1H$LjTpn1lDg+y6=#1Bh%b!mp79My(`|OJ1fp~)HbGUwq;@hhVIadNj0e?( zqg8#h*?4W_aP)|A<0*>AHPyR0Yo6?Tk_{hX>$!ie0wIakYZ0GztHL;n=Z+_A#^Mc! zqDhX{41v&yZpsjCaMeLtNt%ex^gf7r9+uGmTPGNKm*=Z`v+J73!^C zVO*2KwH4t17WJKjJ|wLpWfIsf{_fME(j8wvAQIGEWn%L5FP(4>_Il#}0iXFd8FP+X z@Cr^}6e`kxGVVy{T4*AU4b11pC`lF@?oYcB5o}%6Y%5#YdoNU!!;Wqv!Lez*I#L+q z(ZX>2JkrmBl5fgXO+FAEq~$8XbnYW=bDKP`E)AW|_SiF8l^=PJ^XxSD7_%Ibyd_|P z@WHx@tfNElMa|ZOV)adD1LDt{DP8Tik3~OR9`mmSx@>-Nb-G}N`XBdWxU}BBneoOr z2fA0<74>1qbkK*XB4R-l`CDV5C~wrDcR zehY*YeFvS~&|DAkg5pfrEx1i%k$WOO*WGKO@<6Mc9XUP+_jOxc%_y;*sBgnZJU6K6 zY3Sbdz`Qfd%w8nqS@atcqRFTSgX`!~k4Y`$>RXjC$kI0laU{St|=l zk^)cqZi2}L1gbWs5DiHu(cajgCMHu>>X#1(@xH(X>x1JVWV3-jMH72~#r3sP@Q~`U zq$87EImvYnEc=Vd0NT=(EX#6>NA8zrKm2?8@yTCd<42A@Z9skG>11L3gpVa@$< zU{Kh+1JHnWJD#f|y-l3QY~hMQ7W(kvX>_%gD9SI5p9*(?=JZJbv=L$lc3ju@E5b=uW?yPgKqIPOgJG^z62qGB{O{T{|Tk5|6r9x>$P<@2@dac;@aju0qGzT4}`N&}y(_a8oK3Vw;T zXH2gYup0O!CFZ45$Fo!~+-KjV8mK7$yS!|TQB&s)np4a}?D3X=D9AFQy2q~ci#o#T zEhjn{B_o&EE3~NhWE30^KQ89AY2dA~KmR0SB zjo~^}({!AFPfUv7;WQf)DqSHNBMj5jrkZDjjN-{G-I{04>orQ9mB;#%WuWqTHfa$# zBK{$uBF==o)^=;EM6HJ*>S;r2e2)Kk7l*`=y`-{`ZB4@b%I)v-!2@S@mK*culKa!S za#Pr@yU@^SMkaA{mwT0=ovCJo0&YO>Wkg>qn<=87O~13_*UzICgtL9_=Pi7yV>kc$ zt-px6j4t-&Po2m`Sptz)-z#3FhWE!u92fmCmf}S1p@XXi z4yEnbszBlG;`l?B-fHTpc9CegZwD|gM!2IFcrsodJ-cII*AQk~IhB=oGm!u`A4?I+ zBH3UDy=hI(Xa0Gp!!{aypA*Qbg6MCry20UXSo6$5?3rjc^_M#Hc&{B#T4~u;52!m; ziax(`3$DG+*%Eui^DP`V(J6^sw$earka&|4Z#GW)?vPD%OEpHGIVe3FPyab;Nb$Jz z(6E@^VrlbG++}6!8BH2?qv##XgXv2O=ofCgk!+)E2#4bBcag}Kar+V!XY^b|uHK-? zFsbcMDz&XIs1r8Xby>e-D};J=>%hC@wv#*av|&o^R*ag?b*0fNU1M*IE}2n3n+gYv z+e8EFSeY(nN>DB9j&ZDQwt_1YmcH3Tszy5ZTul}91t_N3*{7)}9TTT-^npS=63XDb z>lH3#8EoAgDOFWNd6R_PqP3ga~Ha7St95AR5w zH;q$%x$@u3ApMB?B5WGR^X;DvGR}UHd#anOC0nr#HIN&v`G)BVY={RWxJ7a~xaUhW zUZrq-yOp1S&fNlU>#LTL-_+;;iW;D=xh+ti)*j_h;qv09+CSqwtFM#4)q%m@$~B`l zDs#_{=X3_+Z1^lw>6^u6o6p`}Eo~|Orj@|7VWnEWe)TzTgjEZFswgQo8&N;_k}cFR zHL&e?yw;WHk+PHVOE&gN)vvxT?W$q9_nh3Mc%!S~cfQ_hvqUT2%FCJ!=MA%}MT@p!sxW#VA?X`XPB@bxrc z`#Ah_9;a$l>^uD%5-yI4j2do3`w+t6#g`-qN+=6?o&2Ijsu>XL-M?zzdu^2@pC4NK zGlDbrjD%;Q=8p@y)}TD;n%g(M8zy`K*(q*s%p~2sSFtdF+`dXL0k zQ+hmJ{WmHl^yKBL5PO{-!9&T5bvVo1(w15}ebk{&6G%JY_rtxJuAQ9cEI!isN#RqT7c~Vn=OErCm@og*>VR)~k8I)>A)aDwoDRN!&53?%ZZ8SF z4OX8^br*AP%W1<8WT}roQS3aY@zO~6spE-3D4(y)9-$oY1K6^EG*Xx61CS(@mNEmf zqwy{@CoffmkQzzm3UG*o9_6Ifk$?B`n{7Gk&TZ~OfmWG1M0q9n$KkSUc@(Hw=v`j+ zh?rFLtL{n1th{}u8cX-_7WY%+g3~F5_W&Unax}GlQ4x~-@2QVh%_5K`hu+AiDOB-03 z>liwH%N^rQE{^-1168ED8s$MU;+HdPz z!0F+sgC07sk&@dZ-?P|ksx4LhSkbZK3wzr$75wO*>8kq~ve24YJki+Ct-B2k>TlAY z%6?eZh-cghZ4^jN;9&@BN2(cf)NcpJX5EJU}$W1|wK`j$HQ`4@hB) z)Z@DtMxH0^G%=u! z{lKvF_L6BPhW?h0pD|mxTWOl^b3anF-x&=Nq8oSv8MN)=ZJ*Dyymy4eA;>oq7G(AP92?LS} zXoL9HfvA#nyEUPFGKyB^S|yfBALze6!#z{4S`0XOrYyT`bLxAY^QHF9-`sp=4?{n<{A=Plb&N#7ufZkGSCaXGur>cZJbxZcGudo7vrQVeL8Y+KO3y$rE!=VfGMh0GOK1em{N<;N*CI3eL z<~Rsr`JE3Ayt_k3gN`;F{giNeDdw5*MR0=W`Mzs3wu+2gv;Zh4C@n_RC288W8Rd3o zLOEOm`3nycXp$G+zmlpeszHs7^X{8jI`m~1mm`-0LVlI()Q)8Ad3^30oYA$0*EOj! zg}U_#Ul6uhNA{hVL1M1Zahw3^2d`shyyYFb*Bzp8KVTf)B0UV(3*7LA4@fgz_6bdE zJ`i)_#MWBvp7Qb1ft^Th%@+TB#lXbl(qzSKnjBs3;hPZfDvhq z%2Pi}R{MG53xoxaLCv6SD2hinmUyt&F?P zHXU&I)Nud9htnAaC&Z{X%jmb3pIBi9nM9rM%i_2RBZ7?I0UI+PtB)Pm;7Mh}0kg$U zRAG9yi|#M$A@Ect;`7WI{4!^`O-;TIDfQw#gYSaF(}jpNE%Kkz){AVg0LI8!`^6HA z)~IL-^)CBo&l7faKfkT;hq{C$L3oR-PS4eai1b_H!7H37dIC_FkH1)WzR0blZ9k0p zps4k8cYjsnbHp20SU>9h2DqR3a*Z=?K-nmNP8-|+@G+dAN!7vi;1%Tx4=tyPAfG|L zYu)B<7ZCXHHeo|AF@LGK%YVsz=1#PT&%Ygjqj!CTw27P0l)pz%&3g4F;M;go*8p)4 ziSfE4x&bJq2D_Wap#`THt@Iv_WdRwmZ88AI%w|fA~FO zrf>eEW6lbeklp*S<>_5N1yr)q1jI2HEmrTgs|(<-V=fogGQ3PekY=~<3;DBnL&Pyx zhZ#ffR`>k9jTH3(bXFKR!xXT~yYtudq{a^qTsNxXg8A~_`u z{j*wGcwj=W75*QRU0~Hd1KmJem|X`Mo-(3(0HL@+HQ&&(l7B_jb82v)`&f79THUj5 zPt$geUWPQXcUn9TpsLVhx6?FA(A8N|2NlB<5iZK=7;3;0XbRbOnS@xnv`HBR!!rXP+Xi zAm$5flq9_z^Y(}CD!ci1)uxb((m_c>#`}bvyMO? zgKdAMwaokRRnKKh5gwm^lQAS^{p3`NqWEPPg55ijnw=Fzu2&^e$Z>T7nL0`|DF&@PM{!*^gpZ?wD0XiZul|8P%bu; z^^^eSuEarW_82X;fHGio{vvMUK9HSs8@^8K&n!aTEeOSoILh#+5V0lX&fQBZRe;x_ z=+WX&&Uyt-%ze<1bxv#w_2mO;^4%8BSiA%hDE6=NM0PLf->gPHZlqn;LV0s^l@nrhZMts1g@}a! zk4(<>jVO3z?%+5SbhpU=6(M7A(jv1Or0#GAJpvaK_lw^6C#@7_PKP~0H zzKFTHNK3?%e8CtYBH!v;a~J4~&J=W8^De>J8GGq9t5gz4*$!N6{A!u55lNEObGMWad~=at6zUSjW~di& zVtqBr9&Od>F2AUtRTUrNXl%DAbB2_(ScLzg`kH+Ey~Y*VxikNvRO*R4)Qm>1Zzy>Ap>dZje(Z1noT&bCD)s}CaM0Hh@__M#h90ioR~(@h7RM;BSakz`Qb zfSxYgS{VfdMHn1V7=z46q3(G|dvshWjH+ZEtw3RbC+EV=pg;pcRDMvum{ z5q>VGS&n&BBE8dZ3xKlG+uC1zbdm6zeiyA88VS$kOEEcjfwf9{ygDc6uy<`>6kLT< z8jSQUp~uMyAc})m_8EtQ7_NxeIJCvdslt6 zK?ZM>Tn(WinC8m~3b{g0NFdLdLz_pUZZ)QKmmzMLfk21d-8=6oA24R=qEX5R^#LZo z9l~=*^LE8{`Oa1*^+R6ES^1%~L#S&T>OYu7XP!EmEzuoh6|w)ojK%HIE8&VOpj?-{ zHc`ME5=Obynyk8tYmtniHca%R=1w!YJ_;O(4eK-A8X3r^FpSNaMNaWpzWmPfJ!7v{ zf@>A*wEfyWV(x$F#23N|o>;Pl%J!J)ylf>>z|Vb$`3&osl+ZAsnCddZGyM~JhVrbl zwYQdJS2uteaWN4JGH8r14||@kyguhvt`+T%Qz$>GOf#+Arl)CXos2}@83I;`_qOhV zLu)qn<4R7aUn!c|OWv<#GUW!2E@&)8ZT!^^i;keFlyzImgvaE7_)C+xxwyCj>B)f2 z4;1uU^}O_NF6KnR!AGpG9MYt1+$rsg0PVn18f;-B0&EtE0R*eBn9Y1v{ z7NDnfv=aRtUxBcjHZkz^RcQRt)@I4lRf2nQ#NP+n$&yoI?&-{5a4V9m`EuU82Qy3h zQQebqweYi+AQ}=bNSC5!G(=A)7Wx+*nxJK1?`X?V>|>lRg^X5bJuKuBqEci_x=x0&GQ!_!_RG^d$r4g_3Hf}uN_?) z9)w(k+nLzcbI8+&n)}=S8SUhcBK7Bv`_3(4R9O_JK653d&~n&o{rEF$iY!y(7&C7L9uTF_=4oC2k{Ynd(TrvlW z&~t51#e&SZkGgyduJm7>czOsL%ndtoUY`7n zXubCvH}fSVl+-$>!Kp!X{28wA>Tn~bO*nQ$5(}2T&d_uS3;O1+b8|M^!S%jvW1dVS zfIB%X9uPxUbk9}dIYW=$aOf8+3`*kbtc84qJaH^!(YxDKLl#p#e_C>HK5cU*|3s^M z0>PbQOAd(w6zYsrRQHB0LLOPZ-B}=+u#p=--YdnsArbJ+og_QkB-~?0XK%h+c;4AC zzn?kYUj}SjgKkoM{(RO@!!i2`qft9#115+iilXw#HVUZI{jlqrN#HW&LH8fvpkGts z0Yj^i>xW(xAD|%ag84Yz>t(hq7f?QAo7#NU5(%?o#XOkd@j&0z>rSyX5_XzyR5P<& zQ@KkoOuTx6j(~JmEKJ5VZWzNOtQ_8B?$T@FTKH^SRiCt)_im4yEF}r0HErnG5X3#D zmYr%4v|-^=%;*wiIZ(TAW;T|!+2Q6+Cw2r#v(ui3q@K5VwT|}*Q@o#_L1o~qh|Zi5Y%!*|6}!mg z{3?tekB8n}+7foAaH+bhoxA_YOBrIObm`nD%sx?llOHnI7R9!80OkLKDQk?SfI?(_EJ|yPGUfPj17L$S+&R1zT1aTmg_Lkk0iYk+ynEw2JHnYaE;S* zB0Lra94gxUEB&R9ixs%H@)xdt5ET5#DAp@rNaNC}8x@i13x}#)#Gti|iE?j@)-a*P zPX82QpC~knz@PhNV*LIzNr5=k!`NsxPaL<2CFSfi6TC)hRgv1YD9|mhKk1^g3zwy6 z&$Hz2w||w$mW!=`F?J(_yh8DVblfeP#}b(qADmv`l$MS_Wqd8MKgRgDkl{ zgqd`N>E7Pau`Y`^H=Nzs0YtZDFY1Mt+?Zg~d_Pb!##;zwP@h9Zqr*_oaUaMh9B;=MYHLVMbaM*Z^()2yOyal#2NmJ*{rI8d&N+aBkyX{e?*_C2~Be!mjo|J_D8vh-VGA_Xre0m z((OP^Z51;Vqw?Fd&9OfpHfoJB^L04b8xYRlRe_t?G32yug?KmTK;8xmZ^Q|CH?F?W z@}r8uiCSEeEGqfJWEW2F7u==*TE6{kbb`1Z$y@YMrVgNM*1XcDd%1Co&AjzWmvnwDedrLlF2d;e3pj3cKjB=7?MdfRN`-*I5XmMFcyDw^*^_~9hob+zdO_STtw$L- zqYO}=8Pe_faQU8`9E$?)BGnh(mM_QM-7hGYFz?TDp_&01P10u$dEz@h#uAo3*4dmC zAbYyUn0p}ym$+Z~M>=_OZw>@=tQ6C&Ozz$8!i%P62ko2Lx|!nH5X|j!SH~Cg+>1k* zWcWjrmpO|l`htdKYEEIi0i$VlKvP3rSJr0<@;HL$2+EfuAL>Cb9YQ+f0jf9atX&?E zP5`NszF015$Ih`~n^VAPrO?$o|ILQp@g_I8if?eaiAvCwXA+FwkaK^B;(MI7xpNyEgIn*lBJ9>>So-Z?Rz?u3~mS{Jya}=a^YL#H$GE`aV8^aFbA>UtlvliR9O^Ugn)%YJ#3h;8UCYt=R{4rCZ^mCUP?>QY^r+B7iP? z=PI%8-)Xi`+SGPk(RUdj_TK<~+*@6RKi_G@R%lvF*N&1!6Gj#F1~#}vk{1l*tx#qVr|GPb<+9sQ+#V1WQJFS9m>eod$CE7?Po6v z%Q527V<(bmkpow=V)F*xQ{O`*mo|5ug&6?=>Xz6P|GvqAB zd1@y!)YF)LvM?|YzLL9U}pjB4foA72%_|Atf zzUO!&lWq|HR5usI+!DSR)7u)BPfB!IN$n*mq`Fq!i+IZz6(MKC+xYm}d81h^MMk5i zv%eh66s+#Lmb<3of0~Q{1`^k?IoX<=3{eVMmc;`Opb_H^$z2`Dn^7vWSs||%T!^gY zFh*I$O367GuDO40onG@sZM89#EKE%D9RbB2)5`KgY#0X0MvGkq4Dcl5ecj##uq#|83W z%o>02@5krta#B@a$q{g!Z3;t_#QIPn*p=tF({Y zf;7wscfEv;$s-|fO?4PW^uNf$C{P)hzzORaY9}8>mP!DvITa=Vvm18G!vV0@UHj9| zD^Bnt&}U*Kr{dK_L0-iIjjlz=fxdZt6wG*a2<8}-aRqIRQ8BQ~iy}+j{dzDlS4PQG zbT+s3l?F#@=Q_tPNIoe1Y;uLT3+(+Lj>7N)q>R8ZwkFG!(4DatjV3qd zBxs~I9q(z*z60LnJ%p3~?kBv=fTSTT0c5a7@x~Nn_PowRuP|}_7n(MY@i6IS9w+VQ z{(ZuJ1L0JhSP39T;v3}jT%qSanI7mD)sf6oi-?=$=5YK}b5Z+KvSqK^N+tL}x!N&80bIDf^HMEY^ul{-VM|?z07#lwEW$GbWE7E_My(en|(hv zK>5;c3ravFBRVB5Ez$F%H%Tw?ESbT;)(o`0FzHp65zg%ID*jVrC)Ip5*$JJ2_l!If z0AuU|xzBe*TAgIySERJa?y^h%pmZ06aS0R~G*Io;(p)zKTZ;Fa0Cu!wpoOz_((V*xla#f3X*cN1&_E zng8TJt{NQ@3ps4`N%)tE!D!Q3)J*}#yR2)zeU+SUo8 zA9mZ_d!CfQceQk4wEsGVH0!Zn`4(X5P=-{pdXUc8Bgt}Kdf-Z!qa^uM!;x}#oAt2; zg}MBjydlL~ug@N0x*+Z7;i2bWw|{kT?pW_$itI`W>DPmECkz=lA7-7cJQTeDXx-K{ zZgknCAer3V`=0RrQRC7t*MX_Dsi^|oY+I^JTHee2Z2dF9LCk?y`KSVd>Gc4zG*Zt_ zy!U+Tl*Nak&xLlbmq!;7BfW&0nQmzAJdLMR+PV@EHw zk&#zdbqtT9$U*8+zaD}~Lu^Yy@N8@M;%Kx<5&R=LLxKlzhyMPdw(<|nPMc$QVH(mA zH={?RQT8CrNK5PQ_+P_<-X3&cWS76AMv_ zvL4^)bp`Jas?d@2EV4Fo^R+s8Ewj=GLHTS^0A8hla_g}8$SULQX%FD1)Uf;aW}Cm# zDlYdNWrf7SVo0RB;l?B#;V;QR2nw&``Uwv{k0_KgAD+;#MYzl*lP${wW^{mX27l?G-KKyy91oWZ}WF%FX9KIGRffix^f5|J6>&E z=@f8;c?_A-0$6Yy0gP$FGakUxxP!j$-7JS*Kaiqx;Cgbr+9;kgjacqRLdAL^8ff;T z@Ae}ics@*1`9@O-`U}i!-D)udp)sc_*I-eT5a1Ana zARb8S^<&U|_wHx5Rr{?WJ1*TZ1u-T?%peL$k$K|9Xy|yIvwR)$Qr>G%yBY(s;k1fG zioNX(GCJEl6Ov4YvrgbCB2yEOd#AADOALaZmS!$s6SY&k{0kSDvJ?)H zJfq>;#QU5X9~MA>Ob{LaaCJs|?+s{VEzGHh{c;idaJmJnWG;E)+%5+jy!TDr`_Rv- zwn0966m^^1dz9nmc`8C=Uy@}8y_XQ`F?Zbq3IPT3PJ>1#lF%O5qOLf|{`O8n%6nuV zW?2$1|7_`rY=`qfZ?9$ZV>-GvzP_D?XhV9}wB-9D82L zg-Tl+GnOnR@wg&#q~jq=4XhQ*MKb+aqWM9~Vz2GGy8|~Re}r8dez~Bzmyy{nSKTzl zxjPx7`rzfMJL@G6ij<6Dn^eFDysc@HM8*QXI`0(hE3 z(^1zJ4mXPl(xcemmi3TtPa&7cvG7 zy$uY$MBC%RCkJ%2!aQ6~EZPiwdHC(otyP^>h3un-25ORdeFlA;llj9&h0pA|=b~!f z8a@O_HrzGy>+P1(^VbvxfCxhw55)m(pxepWqn+$=T{E|j_iMy#|EywjKH!2SS--=T zUd-xyKJduyHnEC51;)b+3qgpkk(pE&%-lr^y7k8WTQa=qn*GC zn|;JafbOQq&p8Xu3*=S)XECe>gh+>FrJ0*IoMD`}F-QHn)+Hb8eg;AKvXq3TjFFlBN56QAr?f zG#sIc-DbOm(k=8lZJrYNe>w->n{&L+!oM?(5%ZvN8`bNqqx1!9W+mF#rz1JWI_f z=T=?WR@_BR0kdLhlx0iQnZn_HIK;a=<&|jgj7(tIaZNI0`XlP5gJ>AM?028uj9+WY z@YAOe9XkwZ;ew$l7fBz^mR6EC;JB1#?7#UxCBgqy*UTux;#D7l3k=^?a7`*LaA77y}NAMs}u|#b_S=HORyHS8BP?SK`a`~VZ-?}2QR#m2GMpC=b}}B4>;7E85>w#`O~?)ru-?%OY27N0l6kN$ zZ6be_Hm6#{)kM!pGo{A;Y+|<33#F^+qCI(FPWL$RURj&1YI2n;YI7@^l}RsWf3D|q zHd`0n;^WFGh*DKaB0Gmfl-Tz)EE^GRk~_*Qyb>4TKUzE4mpCtT?F7EFX!%~~=$b%_ zJX>NI2UYZuKN5dyrzE{%+OK>6y27eyFyV#S?+nVB`rM+H$o|%6N#ZQ@KPue+ZcdVC z^Bp`6pza(-r_D` zTrkO|oxd`EFu;>sRIR}bnHX&J*k;VU{E>M0rk@nzvbPSqzKyyCHIExI16elfb*jJ_ z1ovVubT-K3pA1ya)vhDeqHDO~GGGX^Xy~~HM8a8|_;9D6QoKGOfMi*uAPqI~+q)6& z_t}-LIaly+^*wS7o<-gTjqbJF;g$d-ZP9$uFCv9Tp{s}N{W#Fx?8u%;C{dCn&odmc@ahrl^ zVbVb(c!v-Z)(Y{V+7+196M`Yzr%=NtTjlnRz9r&f>Y=@CHe2sKn)@0nhqD2> zWBOz288owSd!uQU^4Fb*g)muzEzQg7sjvBv)NKDcobytfND2k*?26Y`LevBgsO-li zX?vIqJ04v%A)3>GhW3sf65-cSSwZaFc3A#dpl`~lo7AL(peu!c_F#jnuY2&cncnre zO_EK?)KpS=NP*|!7l`T96|g%uEGaF=Iv@5!e9is5T^EPg7J4Jrd3i4RH;Aq|`<9-u z5WSa9IqZ$6I(J;Ng?%!Uc(d(dnQwK^UO($K=v}eRcr<>KR9hJ;(cRy^=WYPI- z8QB5=1O%AeeEji=a%D`YV< z#vkw!1c^&9EwDk{M7%o2X%J^fvTzSW7sMIvc-*xUpIjWKm6B*h-wNTzRVx9qfxZkX znvuazx1T85}G0mhObk z_&Q$*_tUzMRu)5XScQZ;E9gCNgQ;u*7R#NbD^+Odut4~@>gmYH>H%8_|0)~X(Khaa zL-jfO(>64#4TsR3oYCB5R7#V$=7N2?h|YObu&WsA4YuNWKfG&Zm}SVnn3_nfiyvk+ zKXc*Q%>H|KnF=+s2CEOsJFe%DxmDZ(#?{t~?X2dVQ{W@ue!dLc;|s~V(8%*1h)sAU zz&zA*Yyx>-P`0Lkh(xL_)*qE`-W2PhAe7i&b3f5S@SFYI^Yj}VI*ivXR%nivS5IlC zAURDft+*-d4)sW%_9empVW||6`-8(HT8#(Mr?)9UYB2Uj+)2U7Ik$l>Ena2ye_{~- z-JuoF#$=n(>C5*j$$fCs5>JUlcc(q)@u*m}#j~*KkmNGtVE9&{R~WA4cCLDPTQjO! z!|svK^+iww9|*^ig>;k_%~=C|c&@?Fqk<68&c&o(AhS5M^L{Zsv_zw7tk|1&5@kCn zFM$3?PrMfd`zp`*_Y7x^Du_4XsFOOYX4E)hTcy&2RegVJ@Unl0xYhE*dL-0QL?oUD z>7oMiEr0jv3g!EMw7O{0sQv*59Ur*Vm-kF|*#1`6sM~&9Q&Cm)imZZ*>JjXbq=SGC z%jS~J@~hmrd-b>~PaJ^?F6W;tX3RDTega@mCQMcPYN68I2@RbRy3n@}rUsnxo4a8(X{5Tl(BInaTXk*1c^+qtGF5xUmVx~^BteaOoh|Bz|n;r zzYsWf2rs%+qp=9?^X0^(2J=*nAk6ce+CkV)p(;<2nPD1Q;SM#Z&Bth8N@`w-9r+LJH;rQ+oEp z(p}D@jI{&|9(lc|NDq>JawYxuxaF~x@mXZesxby}oQ|-mE`goPIzXD=?u7}AiB0lS z9dq9}gJ;|oOLod)!(VSv)7*ntH?Zt7r7+h*5`=MP!kI%Hm?|BNr0h6Buz{%;D)B7I zeAl(K!J7vV6XUujd|5KEF9w2Zs3W{VnN>!n|B3n~$s_%*5yJQj2Cp73*_K!BM5rCT zEKp#Pr^Ks;yrp=zaXpnT8NcBPY zZ~vqyd&XiGqn20zkE3HNkpUi&z;H^LlU+OpViJsThTGEPL(B0X=GR#S#-o0*1XIr@ zNmLAC^$V5-j&^+HM@P=lN8CCs5M1SS{3TH$m-JLj@|X?zPnqu;b}lA6i;M#MnD^>G zh``28SXXD}lyk=|AM&?k?!xDB#Klql_1^qiZl@0x?%r-rJl%1Niu^6XW@KUCe{}oT1=+nMsI4gw+7RoEO+@|*H#}s&-l^f z2miVV2XH!MQA!xO{hzD(zZ$-O{3T4sTLaYTatnq12k~F0a?2^yA ze1{og!9O zWFQZcWW5M7W2yO|KR#9@Yrm+ObD;RdsWS>H>CLOiM!W=0%k%D9cbnM*!U5}2UmmV_ znf1VU2AY@YNAIuvnu>BTEdoJyNORV_7C1~|x1oNYE`_)%#hhav=YO8jB^T_Y6(5&k z*e`Ask)Res5L*NiOagIbX$&Jcl#UmPHiH=wv|loJNor>~ffauqZK59Xn8GR$L6E)X zgtawa$Ia9MQaktkJ=x`U`^|+}x+vSR&x;u=z$tXPoo;-NjCKkgw;U#5(Fxd1w`l}exq%D|37*T)HaeHoHM zOOph*cLdqqv|lX1Xk801BTF~to&5VV+2r7C{oxn>g^W z04CR+`Z)7tcafRq*7vJs+#3bpjES2&KxPInrRTL+NHFKTE`w5le92LwuX4b&tOTOc zc&>#Lty|pQKw5`9!Teu=@>1tcJ-dyC&lw5Oi761)cs(P?49vhSh>OiF1DnHGdP6Dm zHqvkXc9{7YYucr#Bw3hq+_g?!1a|0}ePudop$9_b5jujlpkcWvJs{x;-$tkWWxX-D zCrfBx+-NlKE2*exQ?{P{dD{f65gX5)%hJ;_h&REiV0H!S3OG_4o4Lo|E4~aKLlV~r zCf}SVlVfL!pKDZ!d8O_y*9oDdePXHwX#kS7EkbV0uU+|c5AZHz8hm+>r#aC-3oBy@ z$=dOIpfMkUfG~0uWafMs(g7ydRvjId4ZQeV-U>wfN-x-M z*f8Tt?ZNP@H@UC@y*yiOyio~%ZV6y+D})w8h?hvW*NvK`%pndNb9#MY%n1fTBJ04R z5DrE?f&R!8ctQgAb70QUS2V|(7*RKsqzR*@rd&qiVYG%pfk=;Mb(tcBs4|QrmUG^b zIsfOwUlF3Q8Ka4GW6Z<6MRI2(ET2yaXyjnUuX9{tDtS~2@6aGP-Y8F!rSW6a4kONX z_=ct!CJn|bxoY1;uJ6$ib8Iw2e=5Xpk_eBG{1Lti`wzU%oow>tkPX`A&{9)^23Nk0M9rW6BO0Cf5r| z*&%y)D4qF)7wHPxE=Vz^mn9Xb*7QkKo1s>_zv4S$1)Nyprx@*O6vMEM3?N(^Ew)~K zdh{eY4TU8-^Wi$ZUoPStW3#~bSMblVfS1%`pDg^Lf5~O!fsZ8GA>5G&apNMvSNKHW zh?-l|Cr>_*Q!~Cu#X?Tx8|0!9Gs0eHxwCGDa^x7Lx^(#47@GQLG6K{TT%ZkUJF+87YD3Bw5hgC4Th z4v387)=a3&ytDGeHNAAq{;G+(X|g4YnB_H2na`EFx3P6ovRo-W)dS|@tesG{+38zQ zW{;CZ(q1P2@^^O9^@2o<5W~Wxjf(5t1lz(dfpU!vbHzX(HS_KS0g}}G#!ZzU%E<

gH)_>@M|*lfM0nuKs9)P_X6s=UWKVUfgQ=F+yYZ^qAmy%tP#Z~ zaR!kHnkkWrTem%mE!1?TgbPo8t{-OO5_$WeMQL31oWX!Qs_Ck@?qctq%z;q@Kyo_Nt+(B zN6M5Dq~v82DUWH9=3A)|^VLGFcDc~-(qWTF!Vs8mIW_2Qa!1)x<%S!3fTvsKN`)}o zN@X6ls_di;l>YoGb1s??+q!E9eUCk_TK_4-A{=3&EmrkvQ_x=30+=^T*mEEq$T$V*p%a^l~|5|?{R zY01F2oH6*a2o+bfEma64*RTiJQuC6_DGkI59VpjD1{x1!qUFMCc_bKlHj5(&8p-D* zwtjI-cke=+a@aMYZmUm0Q$rMbii(`gsz;>zSYltxxEQw|Wa?HKxl>LU$ql!jJZD$V zl;E~)U-aNtQFN&9#D`YD%oE2oI4mMDL#n+<*x%P7(P6B&gWn=x61!b^Q)0MBg_?2w z?tn1*Aa_3)@4}8SmtVL)G@oCc>6W4w2quh;SAeUNkdzr6SHkEoa)8uI zH5RH%76|S#$|+`!0}>SlCKYQq4;{|nIh9!XIfUdZI4q2zB%F5Ud(vNtPlEdGC89D- z=o8{^j$k0JqsqF|{5~7Q9{hN55#}hr^V2dcTt7vlz3H_Z3fAF?92jt z_R-J9r%R)${$3$nOb!w(Q|gsyW6>N<5XLPQXYS3Ldq=#PQ)M+7G+7{wy9IL48!MRW zz%Ylvc_)%Y@#MgPe@qD}Jyl@K|N$@UwQX@S`Z6QDxE;~xl0BKL4o zW6jh=A5NY*H?}W#UgE(%XeeICM6VRe&4-1Ksz(Gi5*F6tI#7&&(8y0!AB@nki($0d z)0~kdqsSZhpUFniQcgt-Dj7W$;+{n4a>>2*R8U@8w!U zMQXluE~Hu^IIqA9wJ^ylY^wZZ!br&L{_^GfG!0>VOkYd@kMuw!T3XmFwRzYI1-k_b zR0{Z_pMX}>+i+;Tzja!|swpkOt(>v=8LEw+L|Mz#H{m+aaon{JZ=_8y-^MO1WcsoM z9Li<4#YWoqVkx=(bX>FmEzt)tWatgCUBI9xbq2saGMf8nFZGdj7F8(_%+l>Oa&_@f z$S?X6@=)+`rcf2=IHduQ+fv6SYGNfqvN?H%Nul?QYM4VayP+r^J%d(e;Ov|duJ7}& z?h=b=y>iXHTeoi7@LI6ZtlVac*qWs52B8Z+V7XjK@&JuHRx{Z?UeGazM2rwZDef_E z5wDPi+>pm@R-u&!$%?LD1tiqHPF>sg376wo{Kh|Y9d*&^OVjA^G)NMpIY*#Q_Y98& zf-r<#Zo4U|RM<-#L)ya|AZXPoq`mC!$h*@WvbqCpuuK85=hz7bsaLwlz%&@8n3=3r z@&t5DdXX7@7YI?#!~|Mkcs$>zk~T7UMlmj13DX?tJJy3EVx=Q5E&BwUvZkk@-5FXP z$<)k=-tmVzR3u=8Lh+m>32EB}i43_~XMBgm0XpJs`HA<%5jrCEtuCOszs$wCVy(*M za+unI^Q3TMaPkDswTn8;1}`3VuUQWzx0>eEl4yVTY9{i0Ce8=As3%^^U}N9kg(z6A zd?#6mn+yHsHca_&LE)krAh66BHyY&BY?MmCNjA6fl_9({uCzjjr!Q+OV2Gv_qKq#W zrm+Nh*{lR~&bkNF)x!KcH<}^B3ac0XQ%?P=7LpPITE3l=K~a)(+dvHXFT!j{(SSwq z-@%7sQ81oYcd9{RJ@d&!473U%33HZ|+nk0zltlH+%TEbt>>Q~^>FoAnWO9cH!iY?^ zmR|as3{$$aaUO6(NJF*tMx1>U1c4FGZMs_CO+%K=ZFr2YQ%O=&(N5rs->v%63wiCU zyV8T#GxmB<#F|p#QB|bO6cv0`ts_l%cJSM4JH7(WaA#SPK*B+#nVGFP`HH5nzOk^-M2#%3U*|a_)WOZprzEx{reFlSjs9~vD~Cp1+Am! z3`W^ES57ms9c|F z?`*v9wY^ZEwb~T|2=^}V&-6!dlAi*g_sWwm*Wu4>^o&!ROqOnxR0NIhAY0Y`7zxZH z@s&1BoVan$_3r?gAj@gq_tljo+(CiR1u9V>Q?4Aqt0`n9cdJpvQw+F*!)0QFu9M-7 z9`8@~FjA!!=@59So6TNLwFS}6!;3Np^>UES4Cg<=;d(Py`F>w3G=cpJLGZ?AQGjtg zX9+?FF6;&0yHVoq7wuSbAj@|GpHZ~^)HS(a#;T7(xbi3kj+yof2b(0VbUB%UFRzJy zA?ncNq|Pewz;0d}-nWGCFCB=nS2ntPzEav>8|2K$-Xhs)*gw=1fL>lQ#R*pwDp zR^VUdOmEQg&uoSg=N{2zfygG<+&)6EUZnr*S57J;AZBq z<{6ogtrVd9fOXQ8SxzpzU41t9kb`n#H!>-^r?8j6LF1yzBopn1TyK+#11KbLz1qqT zn&CiLLIjOQ#>^}4J-F{{__)7D&OJC3I>a|D@5_x1V2P`wWIpYpaz{;Mq_4JudiGaR zdTGS~`4*rv{Zn)j8+l0CCJEJnWZ@)jawQ_qea;Vcc*L#>Gdz%!K6`Qc_)h>4EKF$* z3EPNKzO+){*TsN+tFVs(GXTAP_bnlzf$JcWx!iRwxY zrtkXlx+FB0j%gMNt%+H;boa=;KXv_}B+3}|YuTRhp)WM+UkYdh8 zMj`TJfOAG_U>69*O(GuSJ}jw5G!~J}>k!q|{+%UtWNA`I*i>@DMgw;jQQB@}XXz5i zxFSN2URIs1#zrNk@et!@ieOF3`T=6=b1p29zGKqbTn^S4O{r|O5K zUkV3rkPrHfsT_8t8D=dinfT9>dY*}bug5je=_^6`qt|J7HYpRDb<@O9eWM)CIr~oM ziOPEYANjp4$yfgRD8vXMpdz)@U7SAIbM-!Zi1_$|0EIxT9GzDHRn-Au3EKbYU+5tL zgdTb({^6nl!$}bFx?bh8eQ`G49-b9+7iTkr@4YAxF!%jQV*p7|N-AIIF<=drYa;^X zMiBE*-_ju521@^7wqorS-&KB!y_n7iNY>rgqcS%v0!se!)R>}#IlZgL+zqOqfxxRI zJ`r^lEW7y|83O^mPz#JRYRZ6sJ7UUcw{b?QB}gHOJl&m9e2eVZFO-Uq9Jr*%e&auo zG>Z`6mrXAc(8ugMe@N>K(Nd;=kVXe@G%3Vz_yVzi!<9*Uv+?3Ny0IPTapE@c;Q~vKK6Q>I*-zfBU?j zcVHEY&MO&t{QXe;&rcOZU_lj&>(Bq&=NXW}DyY6;DmbR+{LdAp-hc&VRMY*tEb$+f zD*rsJ0?W4`mE)d+Ki@+UA@qn@?;Im&`_Jd8yn$5+{w1FAuebR>kCoE6E-Ml45>P7^ z$oLFUh?)ky`EZr1x@!H0MH(o{>-&fbGfboKgaZZUcb8J zDG3S}jtyVZl&6I_lCmq5~I4lGDghkb^{kK1*{NFb026yK&$ zlNF#l7$+^SbG!o_G^-eq(ZaYBHB<1XSgkd4MbE<|-BZD5;p7L zL8B&QlQaQEj`q(9U{h@5B{>wE_YR?g0|tSGv=QjaNK^2^ra4mWXvX<~jrgP;uJ!~2t z@?4$I$UZ_;Sb&F9ZdyYjTL#s4Mne?A|D@s?tjB%Py-jobK;T*d4d{Olgk#!dtRzd95{6JBb19X}Z9}N-h*rsVKP$4n-8ake|gZNy7KaEVi7)@-` zv6RS4IQ%V~Yu;Uwa;GQU7zZ87FiZBAlfQ}%0-B=XJRKQ&*?ON^YzOEu;w^B>kv1>Y z%cTpz=;cg6mt!N&q_KY!K6OfN6;2qwm-=33?AX197LAq`aPFN6KIVnKLWyjS-!Y{~ zgvbLN3L>Lon3e8McsHxGE$(p{GGO@mFfa^*(69Q26ntJUlK=jX9(oQ z-mt z_#;g>#7?LZgm4Eb_a+T!Rn>9*A?2>7*XrT3QSNQ{!+pA?ycjZ%x6!YeuuQ$4Eu)oUly z4#z2vUVyGhJNtRCo-;G z;$}@9BoZYhJgfCLzhx4~DF5gnRPCFOXoi=Ex(NgUzS}+{P&nQ#ski!o8lOD;KE|GW z()%e@4>z+R_gP2z``G$%5^9`g6H-+W}Pe4z-9R7QNj^1U?!sqGX*8u!BFUQYpFatzZ zys}zjBhsP~MSD;!LB=wfChV#|`Iui?p$7zfmpH={3O?GvnIVRF1_IaQP8tzslI(+f2OW`z&t8_1Ex|Sj+H{Z@OD?}@dJH~f12+Z z>WNl$e||Oy7PYMAP`6?D`RE9A2lQOl3%%J}h|DaHc*xka37a4N zOn=RM8=&FM4O7T7=x?8ee0G3iiXgZdG|)QPV_bSA*k=_F~vJ#smx*ySH| zk9D2?-7Nnkt;M$LU~fx$ztA|`(=BH1N~h^g)$(9To{0sLc=GvY_ie??KhTZFm`SCZ z`+i}bbnm%VgCG0#iNnS^DJ%(X&S<_t*@m+FL=8kb)!a)m2SH0}{LiLziCwQtJFFf=2{PxiuHpQe82 zgj>O5+$5M3HV~CiqneINIeX8a#MTKK2obNfRS47E(M>RQeV>L3X>ovpi{4egD{D+J zdj+cwWIiGH?uwY)-V#BwNy6dv|7JSI?+ilY*AK`iy9B+}mS_4qsQmTq41SCLV18#( z8hNax#DV_j67gnkbufo@)WptYOH*_ZYt`E7GuA%?IKb8!@I3c9GU(^qGAK7{8bT^O zQM(fO*VJGPM9aQoUH1+c?9%R;8H#T~G6Z**NxK2A!_Ej|q!3zbH#OI>;qFp-8tzf9 zf1y6aUS;ec(fw3i_Y_bb$>AWf=%{tyyMq7zlS4EenFV2dFH*o*6zbD61q*_oJeLdo ziJUSZa0*7Bu`t3KL6Lj+2ZL`@G@oZliqusZS!eajtIL$$y{Zc*@6nSl$dsPR0ELk1 zR{c$%*O>D#*se?!_~vg5-o+P=m7@+L&XS6fiTZoy7AA7ymqL|TBTY^DCq4@wmP#VN z+)=N`;yYlTE`|)BemaCXK8<&jKe9~Yu4xB#hTE!=VNTYjIPs=M-%ZM?P5K^sLd<%T zho@K^YN6{o>V=+Fq%~sfn&5xjIAJ7wmxTT0gG}WKe_ECm=cin(jnBOFcFaQrwwRI7 z?N7H`D%vK6-c9L8mp|^f}8KB-jiQISOCbhdocCSMo-t{8o>kU#_fAc#otiY z4^_sje z+Y9s>4~tokeG0Dsc?t#_YBDw3=_SRLF*}?}W3S@mSdC(+Hb+<_UdWdlYvQi*!g9YI z`UC!EKF$>;StWUOx8)hG9O^dEsT=Xh>9Kmmkt8TR#H?3iWalW;Yy8Nqg!E1kw}t#u zcaq%gZga((Q-q=$h=RzbdIkObL+$*$IqVurw8zwPaAkk}d>SSUB#Erj@< zY@o!!k$8@Oa(#J3fZ@thycJu4sYj0&15WZwAn~%z<;by2RkUZ$rzYxDR zw*@+itAjX(6@e1uCEaaUUOMayXdxaX<9Y~Em&p3F4jFnB2%E)ozPfYkySG#gE*W4+ zov^=j3?h;*aZ-b)Z)p;S2r}6w*acKUf=216dPnEtcE#B3zPDTVqtg){`6VU7ve%Cv zM3R=*I_ZNVrG!4EPW2JJUHQ?5?^4EQ0Q>Su`i8WpQr<<~Y|LP3pq7SEA}>w{Jr}ud zf-^)Wd6dIPPW3lUbDqQdLp_A!`5^!gF(-*?f@R37edC*I%UcshRq+<+zkFM9C|GQ_ z1hv(t+X>zWG6t6|LZ0$DtLOP`k4o(Fzi!Wcg1$X`LFv7OCjtMp)kLx&#yFGjH`Ai0 z5_V$JCsSGam!7#2r8}i|Fx7Y$K0A09nzZ+Ra_cT1A-_hfX+w#`#?yO=mI51J^#e>+ zIBsiwdF2~r!!o(_9{;#z#s^*+Jcp}#epfGIs+x3)0WFYn)gbQ7k6ML>nj4!YDD6^7 zPEJfHu8}cG&C20~moUj7VIGxFk;9~3cJdKGZEm!yaEJ#N<2U4HyC6h`mO_{Lu-!CI ziHoO59h-!?SU=d=+5(=fm@Vl-b8>Z>I9aTVgkErJ46n5cPRc7ZK+yreeI9a zm!D|WdIdvC?74<}iO+#cWEw2}{Z_;ZIthy{)-gEvKE zz5zNlKY{u3WI$8pw&|>jxF_Re0?`T~D!zi&?(8ATBQY>wHHj4xA6~rBBXr(&!Qk%o z`cxKaS>r~fKJbLV$G1% zxab0b_G7f`xA+lMZ90#3(jh%LNMsvy7`|nsn6{>*;{E(-Psd-&P|Asf=Mil-zW4_; zN@U17@C~Zkj{ObT>unOW#tKpyz z2hY)?vO6z&1Ygq_lRV75Ts1aSz`gT>%af&&g+=504ybo`p6FRdR26hj?y0*!2oguT ztYsPuLRMs$0<}k(zW=9Wv)OHj%>_d-$>6ZIQT5f=mZ)8jsV>sl1yUJ1;RlOyLY$7) zhphRVSuU^N@4NpU;uO3`1)vkQ)MqtoM?gtp^_QE5VMt`ggvNxk2uU9<7P)s|j9h0^ zkeCY5PlYA*c>`Q}yIaL;x~Zf>?DM`bX4KmC0DF${`j=LjTePw&ekA$o^lF zbAJa1Spj!BmYS+kG%i}UDW-J8BY!YY)G-~)24s7Qc|-@n8x?BR^(_9)*BKgrJ`w<< zGSig>7=O?nU%)l^LMZ#A5AjB0{9)$dEvUe`P?zbIwff7~u1yEcQ{Y=;DAB&!>Nn?> zj|*t&X95fs-%{UcR0%xgSLm@fpjIVStC`qQ&Wi6t#7ZydZ-^Licu7&d>p1|B?g5Iw zmPnpmf=5H_UINx3Ku<{e$(@65b?6m2uO<#jgeythr?{>28i5aArsC;YEltopvVcX$ zA!Yyd_}*U9gGeBK@BKI{JMsxe$9fG;cdotYBGAJK0Ca-xa+&WtGk1&>MbH?5M8fj> zlq6421V36r)8PJK99eAkgNCa*0}|X~ad#9n0m%xNS7*42v#+S7f?s@GLjy2$DgykI zt4x@1oJ8VCAuL7VY#=gX@XbLm-mZ$|_=J$Ut0V9y7#oCGkhUFcKxB7$~aUvkv7>$T0Oa z0Gjga0^e^z`lDSKnP&rY1+-~v>ref?%z&T9yaUYp#D!Y5 zfCysmvN9Qlq@GzM3J69Ju@wPW(XF;6L~x(TF$2Oy+Nrrsnu(7$!OZ*w4AN$%qxI`C z$PR+{2*x3V2g5Tr>%T0)e{~>&ZxI)eP_*-f>&Fz&$jM0V0T=X$=W_n3fB7X|c6eYZ zcGqA2KISk*Zpcpt1U+pGjiLCrUy23VYx!qVwENq?ZyCr>T^}J&h-}O0#p7=@mg@yX zO8=Js;2Ph*5IXF*@XbG1&>a(c^PlfvX#n)fz4h7Y(SIRDVq_8UGw|+%d&g|=f9NV9 za3+n!N(VF@pKM&gfK2ra`+oc4bj3S&U6l6(oa;G6~fpSkP zA5Lfcy(`H06Aq)maG(tbYJ~&|3cxbRYqK=S`Y|b?)g@!YJ4boG_Cfjpa@^5psur1= z&ZQ)on!OFS<6E4KN<8&E@UTx~`LRiDQN>2b4{tx=v+NgLS2ieQw}wHuSL{g_Rxb(j znec`4t-|kA4&JTnaYp;(@l-~{*0 zZ`b)!MXuY9o+ttdLMgCyLmP_&MZt^=$axy0f70Z0whI(kgODw&4x_QufKBu!9|27k zLOl>A)C#O$x&_*vH}OajC&@L$KFp_)VVrLbiHk2FBQ0mXBgv->sD!$-&1W3eU>ZV# z))ctecm+h8E+SK0hN{5081vH^pcoZ>dJ_fc$cN`H@J#q-Z-HyA8L_~bbozJqncN)i z5Fd)857i~)0>HjR?o{H3b^+Bj=XF4zxW_kv>n)4A?@$V}#D7AS>8M>1RguE7&8Z`h z@j9iY0lv$nT%@a|-7_hz1n*rBLT_rzSVBadsM!?PX_de)+uI+v;hz>mlQnoBg8Zbs z2pbSjG!k1xqSy5<$cJs~$4X9g*SsUr2ATpRh}U%=Xln+`dF(>hIX~G!h@+i z1hQ*6Wad?hP!yiEz%GpfT{ec;Qn2h`B$eeUoD1paicxJ|YBr>OS!y)k0(L)?7D zP^NTBg7?A{Y3N*#?x}X8hK%D214UTnfnw6S!ETE(;Gs;;RR_>%4nplhcK*@E^X{^o zIn;(aX^|^DjWJf|@;$2$DUY@vTbydJ)<9@*c3RMS#ACN`-3z4(ybEW%N4lG1YDEtPN^NfU$NiZQYI)t^c@7-3u#g+lZ z7Z|m=farpfjPJ7`H*((D624n85QVosQ14_+cOsdNbP)4KlflDe^0nyFo+0gd#2-pe z`x#QZSk31Kg6e_jr7VJ5L61Qa%YWwt(d7RYFWGy9x9nV=>g=eexKzSkS#i_og)z)S zwzLoVfbCK7^22_`oyv{8VzVICBan^`!l1S*xq29-I@~?L#af#oQ*bi%dC@>qj#1|+ zfTKdj&?AKYNTe@51#iAAK|<|7m#ngGMSw&btA_&z@K-*?0F!+OFOQyB4g@bymtV~U z)f(;nb2B`>kZQUGem7dZ@gSA=Qp=_DtVm>IT^G$f^!m?lO)znAXF60=rkGs3iCR#K zmj>M~p4%ad)H8rj4X{ogy2p0uf%}oo7O&as5PU_lo%{m1p8^q1-MjFEkHCI&`Dn&1 zWLlT(H?EN?BHD$6=dXTjBKRnEE71LsC6P6|7k?9UeZe>-Rd^n~Voc9%Wb{CI+20^m z=$ib^I9q1bC;N!@=y0nlV4luNKz{R4d6MEwAAWeT!>(Dyt+#d;Q|=JFn%JK!Ni=SE zx$>I-n!q$?zd>9z-1dRjiY({;xj_qKl?xxR7*T|)Gi0RE0?Wg3W4Rmk%1f29K2G@| zyx*13L3|+J{wJ} zDZrFB`r*01gU~*!!Thjj(&)2p{q8+@>))E4XiBS`#*e_=y^zh$0vl52k5!DP^LIPh zKH3nq+-!(SC0=}7w+Fqs9x@q9>+U!Ec|v9>7j@q~5nyKfIF0)}^y2X-SN*k4Ea^=+EV<4cK)B6ke<#qz;orky=9-yu!!(>anT(W z$kFo7XucCzR#%Am*0@m25-p(@hVIZes|Xz=NXVX13!&-^|a5o53sB+k#Os`8+F4reIl-g7(;b@$K7 z$(W$^Auq;MYWaWG%v(LhVI7!>fWbHpgG;P|g&dO7Nt68|@4> z5|piynFrWR1>zBf4t7NcB?QQdMde=--9P-ag-?8S54N^*dIJpODB}(|!6HIO%Iw8g z>$4e2mW2fRtYIVm9`0|2&)mze%jXTX#Rs7nNvGbUwdf;D7$x&4^C{I@Tsh+PsZwcF zZuD6Kt;5_tj?7uxxeSW%PNt)I+)fk^Tjj}8JiM1(QUAECYC|2dnDz#3twf4ehM>Bto1j(d6?p|ikhYLYLT9| z0H(w0EP5&_0Nb>}enWina6}rLxU+KK{RiSprIvkfc{oudb>d^5u#*l<4TyCb7Uzz5 ziA}m5H-*?Pni%~PMyBZO=LM!T6ovQ*I^ zOm9HFNItp7AnJQ^m*Gpnu6DvIV3?&aADvxo1ecpeb|)nGM9m!n>UC3N8-sHBvr_5XSBz=crVB>>`VM>zJ)WEag7cD&xsDZOCYiS2Yk zn``ApxfhNb?b)R~%j)V2+cF(^R+6xx*F?{+AvO*&o*NQIxq&{?6*x8i)88ulpMH#9 zwD-(bj_e&ees~ z_3PooO2cLq-gXiNUmmo6MJ0Z^QBH4Z&PK&i(-5Ko4lUh!3PIU^fWh!i4Z+Dq_yCsip z$a%B@Wvqt(A~lf0xx_&3OvVR^iFE!}XTA4DxSf zkx_5Kc`N^00ui2h7)vjE~e6i9hMTVFUU*D7LNp{_N#7;*JCzC7oPHU@Exo_I{3geX$&}3|>#mmI@^D zq#n&5C~R>%Jxyr2E(L#{MPvNyb!;T}beqNLz3}p#%?t7Kn!E89V>quOxHixAS-NyPNbt@)zcxMt zMH}<(aCcEfKXY5feQD`9o70g5PL%Vi*?}`9F;q)N-u;2JrAo$Sf6&O`UXF&uEul#H zimkal>iGk%N>WB2$Mu^4>$zVv@Xk4vXWMkuE}zrR!}7{v$NIGZKJOszAto&rhc>yJ zZ#eB|g1kfq_VJXyG8OtS2Db)tmZpxZ-X!sMnPsi%NJ@Xt0%5fKHD-N~e@sFunJ8kI z&q=a#Pu?zTpT(dtsEe5G-~&(bMXx5q3Z6RuOo=KE`)kWw6`3i@boy7*Oh2h@rv7@t@VGVZM-j0dokOoo|l_t#ay}4Hng^;>IKn0p2X7a zncXhSO7YsNbvmor!7zi7?qJ)Y_UB|HN~yDD{XR<+XzA`;@(?;iNZL@Ut4-~>tiFm9 zZ9~~kBz|;)tg+@OP=Bj4oik~f#k{ZFDveD)wB_p7v}INOd~|AD@L{IK;mynmbFc6g z8)my6_uc2fU;3}bk*OEFQ<9;x>YO|IIe6S_=esFG`?O|yUVO0g^{tNd?b{i4%PqW# z;52VqSz{Q|9M5&Wh2lvv4`s&NQ~B5zwOGnJZrH|alRKQcUKz{T)Gk4yHM@5G=wp)9 zfO-FcihM;yo3QCl`Locj0FC~f9oKHR9p4WFI`fC)x7G7~Z8E--Wt879OVuXs2`I?4 zd6*_(oHBlCS$WJMM!9b#scC+Qwo*W0O)Zz---^=AG@Qdhv31(gVMDd2xi{zO__tEguigGS2$J#@ns3o5;vu z)wYS=s^p)AXox4T*uQj4Alrq>WB zmG@+5aSh5dQ|dS|OVKRcYFSI`U3JfrpzxW5%1GSucKKd%S7^a|mctEGMe+0@6?9ov z??ZvZP1XW|LI}^w5Q>RqS>Uiwy(EC)V#qBKCP6{m%`@eYjSNg$-7L9wkfNE2ZUJ=~ zu_v>#o(J;^8xOV7CQJ(;ac;UJ8Mi~e5g6p*a`uhoUJ~X+E+2;@n9mwbe*2Yeba9jW$3-z7Z-*@gzCwaz>n*NllKn(YoWKrrV zatX(+j%X=mkAO!=zUJocJ*Y#8%zK#>=@9Y5{@U+1KLM}R*Q7UnDh3p4cULxep=!F{ zTkx&obkzOSMYi|PpOQbU@Eh*2_<~2!vc~>Sq6#w}wbe*6U;E;Blg{!$um?EN)6h9U4qeOu;Kia5CD-m~~9*UWr3 zCt0KO1#AUUbx6Yd8KeX(Y8s7YuzA(Klsn%xFsZkY-soqgZ#cZ4-V(u(}+ zUiN08;Wi|U&*0+?B(2`EQ{zbPGQ_36HeJFdYn`@p!tHmfXmY(`RW~Yohr|P}!Rd`8L~7hCwhSXgE<}?2>dJ`QRr5fKY*p^?`L8K#E1f_cepqzhAZG z0|U#N%Tnfsp36)OmL6VD(6s8?5H6wK;#ojAd(BpPP3@rN8Gmt%*9s{sci|J2e>?4a z8cOO!kCp>4Jw#+G@sykjTQ4)1Xy!M3wTHuSYUQMIP@=S;#Iw(#Y*ukVlI;*kzsfC- zj47cCS{2}Pe279DIp*8`1NiXl3DRT4i3aaPHv~>t%(V#vs#nDeJz)SFBwfOwImb65 zt2J>^^{=Ms*;NlD!cEr~0K|{EG2&ACb{uV?4?Dg{jC?$!bI`?fT|-%IZaBN2(xOwQ zaM(Inm&$9^lUr`Gkt5VB1FxdC7({dibs5`S!|y|h66CeLxzg!SLm?=w{XQze)zFy9 zng6@9nre*CZYxzR`jWA(T}rB^e;Pg4tbN1Fc{^*pphucOwxJqn^x z<>m>lcZV-`VTcY^V0aqnJzALB;`tY^lz=nRzIHt!oiB)NL1|BN?B0@qdcc=vr7hqm z@ItoK^oPWw+#60<|L|sJW|#KEX%ae`8IdBcAyb#u89Pg@K*RW3+Eiv*4E}*ARhX#B zY$nWD{N#4M|1K(FE1n{F!3zv<*Q?sXhcGtg`>@$foot!kIJbVZohRQCAJ;O&Qkd&! z&bOVMc)bqSr}_#(lT8q|@ffOjI3J#0bi5_|aLCZRqK1UCgRAL$;Oi7nG_ofi3%iOq z6CV0u?@s26uAgA5hQiJLFM(e|wYHPG@^)}f+Tb?vZ(Ji>3?mp`?Hl~{JEaqf_`hki zb8GhbjBoDhY+YCW^}1R7r~1EH{3VVw)$7G)lgLJ6qil@kB9xp{>NhYy1q4CV9K?_{;N02 z+9tk?yH82sk2hiaqHM)i4%l8x#JWU`DVjmF-+dVw=Q!dt!R^Y@#(9jSl8R z!SMHh0d?-v@5rBbgMl@~$}TIb0@94RqAZr zs5*8!s?lURt?qlS7^Hy5!Oy?5D!5%AYOgc%;eZM5KB_r0%!YT#MYJ7SS(D{T<_uFU9zY{hW)X;$rT6MgoOp!CUIiAL|vJzvyd<>2P1z?gpH+CjUlsY zcN{8wXz8aq4FhRm^MEBcKQC=66phAKltaHoTOIXv;50dN4Z~&Mx~qS)R~3`2_W0Xry1(z)+D}uAw(O)W-^# zQjcqB*E;AS^Dq}BK?j>~hgvV2 zH8DnKIVH!Xcx$6>60Jho%8As~@<_nAErob?MgA1uP-sh*O3m8iOLZxen`jTRKKS(# zX=*ojjbeIzY=ip7jEJH{ehR2RncOesmQE^)1Xg5_hJ|fr@K1f3-%Y{jopxOte$!v! z(B(4{PN$TCz-UKUxZs5c1hA58@vp+<|O!2es0pAQoY8 zbQS%%5?1U%5`Ym$bW*psL)E#vCNGpVY8~>$t5uq8)K^L}cZQ!0eTSQ(Kag(I?@^M6xMPMR`%0!Q;3|qZX}8&-$$odNK#cGljRnaMFDQ|@evp-6t zrZz!P*p*UUpP%y3lp7`@%>n%-$5_($!av9>hfI79wC5Nf1|7&3xJvZrYOj_Q8yfu$ z+fA^&{Yxl6#D~2%U1|)?t+MR~l`X6cn3$XbLk8oAY3t@Xa<@EIDsUv=^B?3dZWagm zNxYOM;RcEmJ*Ck3A;733rHcM8gQ0%ZcAlh73zB&nl}MTaMK^~TZSL0G`=BHxS@NXh z*tXQH>@#3R$WFx9iGKd4b?Tuu7yuJoU3%3?vvQ zu+d!m~@wj1ONwO9o129()d9blGzTX(GRC^UQShr`jZ-TZSG8jX<277L} znOxLnGHQIaX4X%?X1VgSlohlf%KXIFwG03nQ~Z5YQg=^3Ik?L$#lE=f>F|W`=DLps zPhrts$t_?+4u|u?LA~(J%6qIr8W2xj3hmW*?u94SV>9Sa%;|Gep=xzniV=v@&@fXX z{C7(TlN+)QrhTK6+?{rqpg+09!FXyY+G$q*UH&@YSwB>|2}vLK6B)Vg;dXF0!?LVo zj_s{#-_@7`p-}W?<*_nt@uP}xxwNiGxS&<5YT*sSB=MQt;nYn+UavS1h+BEc7nj-b zs&6wHCG~g)zann5D<^C3fgcS3t56d1nw6UvebkS;;2%5BWtJ|YrTcAc{V)ju2i)%4 zDvMr*hv5yhI%L&Ru}(le+S6kj{FLfKPmeL_FbT%r)7C1_MCnvV+5nN*CAym+y&HGE zsS$tYJ#FUUbo>5y=~52W8zDxFl^eA|0HneX?Zu>a8S=J}RBCRZ?SN&l8~e%iU)~`x zV>$mj4q@7Z9b|)j8%-MOp4A;z`lRitrFCA+dp7lPib#nY{o{?1CUv{31$ z*B1_Vd{iZ(FXMQ4WN|e}CPmA#fkjyw5boiEe7~XU;C+gZLwUBzdb7bOINO<*r~?;n z(Ik-BqZ)PcqC|Gwaa9N=B$bB*vy5O;3a&nn|onL+TE-{izO_e-E-r*pA)kP zZM-cHi%U8mJip@S6VI!w9$UH_kB!YG-Ky}Dn#&$brIn3=1B>&y)eoDEYf>BIl{dC$|ii`TjwS z$rA@nQcXq-9HUbbWo`wBS=lriBlzCWb*nS$B$Q90ZJk80;z<1Vo9}=6m<&yWdinOF z3GeOGe7d%c$~F;MX1dm$Po4Zk_O|u&Gvl)<;}+FDhs=ay64Y=S4(Kn|Dy{X~suRy# zt9r8IZ-tLFIS`c}E6J+k4XPSR95!$&@o?~n$)cI$!{);)B2)EvZQOB!IUl)+M`(>~ z;6`RWyBkRR*M0;G@Ahq;Akp&|PM$UuWK}20s&d|c@#!jEQk9qMK<&Jsn)!hMHXGVP z9d5u^KSUZ*!yA~N61+;<)1Oq#C54J!=lR``gHL?Q~9gGZfu; zIf@r^bq1v`D@7e&QxdR%W$$>497D*drZkQHY^`Z9(kG{rVAVv6j<2gfSZa7dlky%h z*2xl+gD>U+cfe1mn7H3bM`wnEUd73NVOd+cq%W$K29xMC)X(3GLmWgFLsD=X=4fB< zupy^LpSh9Al{1u}=s;ia>q|ygmZ>Ac0%s}uJA#ivimKT=HuVA-4{#O*+XaCQ)eWob zPbKePxWrx+XshlII!Sk6;4E7wjplGhQ)59}7Bk6rhsw@V0twvE$F}?M^Q9>#xsykE z*o%+R^~)F0W@UNt#|%LQF<+-|`6ulqThw-02sO()3uYk3W349HQ6qu5ACn4$f3@?^Ca{#Vx z#&{?>UJ><9iK~s3viAi3D5jgxm3?G^r!^^;G>@Zp-=vo*0o7_+Oje(QTg&cNPqn)30BeA|tv~HTRtHf__y>mb6;$dU?P_H3MO*%GUYx+FTMtRB!g{QjZ z!<1i+lds%W9tNr#{xH(=6Q9{!iOM)Tc7?j+{_}G|%p(#qlBt#{`Qxc?I)I_QJ|>fx zaNE%dYqu}x8qWz&L9On{$Z;H7UPfDPn@!8CWz5{=P+}ksV^E7wYZ9|TRSHcZw8-$W z0}nTVq)?I1kQDV%b5Ou949lMRX}zdEeY>`6x1rjLk|;pzu0f|>gjZYr0YHZOXT}_% zPu{)ZqjG$=+8 zEvH9?TUK7#ak4$e#NbJ2@!2VX9Rwn8CXstCA<;F#5mA!$OKOLL^Hpn5- zfkz~JFxOXC51IRYjd_MqHV}QV;f!c<38T_`FVXQGWA5_w{dJjWFj&W;1|)j~ohEzv zJoG7oZJthtDFJ_g{6NcxHFpEs`6A#zJJV`YPAg9-wJ32j?9EXWMc)&GM$|cZ6*Co`%_q_Kk_Ko z_6zbAu0AhH2VR4h(T!}A4!C2R)+Z^N5+Ocn0qiWE>ly*K`~}2CUz0drmP9jhFHQD7 z5lXx1JB8Kv(gvQEYIxGBm$+)S)};K_q81iC<(>gocck(WQkF{w+Yg&d0{Ks`qfJ#7 zPbKv!v0IwhFhi_7;?ZX0`Bk@7ehw+5k&f%DWA!`J$*i?oWU77pISdy7tc zL{>g>2zh98S2YdBh0QHIBWzKtW5(1iMSty>&6@o=np$w{``)I82W2Vs2Kpsq_eK6X z!U(o*NJkmi#(F5l%Dgp{vzz-WtMtAm|MO?cv(q0sny%Vwb&VNU4~s0@!<#p+ZYc@a zz_5|7{E4@%!{2JA)S4G^SNg@yD6!6vZHvb2=NHW%bW}$(s*#%9UBoLhYmnKA0pM7X zVsB)%y$CM>R-Gr7_oKLY^7O%d*W^JR6QQ9)=H+nO)#9?9LHotQ0sCg6S6hkf5626U z&MfA=%ef`nO!a~@uQ`AX(X8{#@N-QJ$Dyz!-oeD4RC+rFhM$<&Y+CG^dL5E%)o}E0 z9~Zw=(b6>PPMVBNVK1tYWgl2QT)KQVbLqN?7@zUG9}F^+X-e#Ijc@NCzC(vw12lr6 z(Wd3|sOH_AKwCTCG{!zS#Su{-zYL{7<$JZGwNT#^gJ?=;X9jHZHqGJy-Tp?5u@Y4@ z*ea`qy!r9^9k8_kVdPvSF8j`LZdH!gZelZU6!p08&9TLORV!ts1nU{}WrS-BN$a%- z`tlO+qW@y|5x9-xAadA@wy}gm}r2jnFQ-oxtX2B9|KK zB;E4}=Ur>h&@{t}3E!IKRi~VJHL?hZ(|X3o`MOD*=irxMdQCTS<{OWht zX{!(LYz5Ncm&qTHt~8ouOOs5ei-S1Iz=js9bMX5J$0N3RzXT__fb3eWSd7cC5H+Id z&E33fF6>i&NOL#L$D9K#w#NPqw8D95;R>D(o;H^B?q#?C)IrwK;BOuF3Cg#8+?u)t z8(fd{uaf^-z+eh1Wm8`E_nr2ffEsY>kbg!gR|0MFuw3LW|4*G>glho*XWFF}Li?bf z0Q^#cmqLTkd7t*7&OftaGj5AwlxuIUX?1H;bJLsu8TnQ8^oypkKzV zwUEQ>lalA{nd?tgg!rObOn-$<96O?O!@mqRhIVur>K+H&`(<^O!oOMkW+EAg{8_y8 z=5v225I~2yIUsU_Zb*BNgqA@u~!V-*?67*1EA_-hoH&|t^C)dhy*L%!)jBoNe7^>UMYRi7tq5iEZ)%JwK@t!Z*X4%f@ z`VpeHezZ`-J03})GUdM4%O8gdmngSCH}D_An^>R*bF8jD=pBY|G{br!Civ^)RUgKZ zMzU!#e=s2}wygxS(t+_#eO%T#FrMdxI8?t^gl^1di^>P=?4r63m2_afOVYAuDOD;0 zc}9noKWCwZ`Z$pNwUJ<)@$cuwV^6EdRcsJO8-U-3p)3otEIdHe39uHQ?{7lw5knyHv+66+|C=x_OP}6;f1M7*fi< zccyM*Pi0EdnnyVvU+#$IVdu)#_fSWMRM&aVHe%DSHN!(1Ze4uTpLnyzDKDHyyYlNS z&BSYydqZ$PuEl_4aL^g+7}ZC4^4EcSR@)PK3DoJ))KO#ga)l!XG0KpZcXy$S2{bJo z#Lo^V#8rfbz0X+j2)`1{GuJ-VHK5HUOa1Q70={3?cFurEBdZX!^Y`&ucLML%cKwGs za~BfOk+(;tpIX#xu8C1Yd2@d#82xPid@FW>Htt3FcbFFQ*JM=7M0@WD2(X+Ux*hFL znYbA5FgLyNk4CdCruap7Jvu!RxM{89XsXJDju?#cFkhNJ%X9Q2;v59?E$m>Ei+~>i zAGl+}EKY&EEx=sCpd{KC-)ovruu}Ww07Q|%)VKX}-=;~p<$IK-*Wp|auOnI*xlHaz zx~LL_w(Gp9^1@iwglwy0q5ycrRg^j4kc>_Fn}hUP0t7w>}lE(>x-8kHxrpSYzsaOV9a|Jx7ee$|ft(j8l< zuTE0i=O29uW0xkgrp8#Yp6d~3|7`)&;3ibgj7p1Nc2p0@Fo)~JHLP^So{hd&%@ee{ zbp3Em=P0ah{sPMDw6td=ZY?)XGmKLIx(rom@3Jq7tf8_e zhaJ|+%u9_#zYhe=Zzi@pX3X1Q`7c$j3~F$Fm-PM-xG<=dal2kWSTv;rD3BG{;th4T z-goxmym`qWuAHMRq~Zg7|MGUV$JSX20c(TE{yVAK${my`G|#r_?!5ITo!$x8_q0Ke z3D2dwA@k_2ikAvCt7qAf4w7s?^>(gnoNycQt|r%LqfHLDPStW0aTcC(@bogk^zeX; zHS!gwcAHPcO>H^MF^$36D5^l>3{U40$1e?F>T$Y-&jYENR6lj%8PoZ>Muj>A0SY)0 zH<=0{qf2H+Ld*tb{sUg5W8uwZ0m3CYdnjD++ZWzHY7^mIUf?T;`NG}UOPVW?@@HCf z>!YaAL)rMr7K6Y%NUaqvW%*->fIwEge*3r8-vH#r3hJ3cFNfj)!4i-7Q>Y)o9!K#U zU9s}NB1bx>{bulNO<^!BSN=puy~~ZK>vmJxF|P zFC!xMfkye=j;4I~_KhPm;NOB_tT=^7rAy)i!nRD?$4t^A;Jm_Spxv0;7w0iA@TtWb zfVRKj8~Z=vuzUx)JfW;cA`zLv@RbmKP3L(DjMieQ*t|XPs;*k$xlOn5q~>a7P6%1k z6?MBO7i--O36vWMk`FX)?qKAx$TsX2-mTTiy*MTkgJrfXyOP?HCYgA$p5P{+Tg{f`SYgR(~mS7nyOk!Zr^>3_lVVUQ|1M;?UVH`9_BW5OAw zLa%?+9zv=#(Y@r;oA%e$Z$F+s30ich7bwm&wMDp9keM3*mW_IAV3dyZPlD7_HXflG zmjhwSJwO8)8O_08Gt2GP!_^H@_1%n`YU>;<72G%tt7B~#43r zd2~*1vCDtxEXhF70hf|^Y2e-X;XqXNxgCBwSGTgiMRJj%Or0p?=Gdxruu*$5!urHH z=xF8OS|E&QzqAf^t<_meX*Pbp5hK{8Un{BYP0eL5a?r4*rGRc|KS3gWon}p+L+?i6 z+grYG2MHIT7M`&QF+QSk7sT?{$&n%T!ar z%rgpVv8v^4MOF&=u^)t|)ly`l@6CM(I8ge0{#PQ>Bx1zObHY@zK&h4g6rc^)M2gc6 z^FDEo|GFpt;u$kZ5`Deo3FzaaHLu8YR~)qo|8d$%cqG8sQSZ*8keayv2hif2^}>q! zNI(%J=5ftn=-bTk;PipNtJkL4q8GTYFVrU&dVMf0 z1^(z1T>@L8rJ|7Pv8LygvN@aPTGIlADbO$3EU@MLFv@9i0xa0p=VX8ofTcr62ONj2 z?mUn0)Wr%^jS+&e0f?$>Z!4tkrR_zWxj$tYeadBExdPHP4u84N^|%xL#aah?T@@#F zup%23_E=Z~eNn`3BWj`NuL;Q3g{S_G;Q(zBZz@jcS16PRiu@_oqo1@j8AxNmWY28L zRD6{j)u)RoZIS~|f(Y6?r|M2SeURDYQm$jSK{gIVt8U|MqOw5m@H-a(vV`rJ@a@K~ z?I1sxpJCMLW8oKiJQb~cgY4-VhrECe)Y&tQYj7*ZX6qz$*DxL8U4h7Hv_KSLIlKXs(+4lKQO-Y0vSCe%O{hQZC&gcYj>EWCcF*+^t^*oG zmElx4u|S(Xi!k+LrhH;s^94S6_#WJ%|6RKUAci48_Ua+ZPbUzOl!jqq!!|@U`L@RN z#KF_$71G7dKQSB5BJ`P+K!%FI=7tTHHoa2TI-xXrHDCcefzaOxFuA*`-(I>eH?_g! zY|PW%>*la;M&);f5C|E7Wf$Lw(v*m0u?b1-?RXQ^$L!u5*U!JqwhE69)>I1a*{>e^ z;1O~`Wh%R=k+{Htm{t3zP0B$Si!j#psd}VEO<$kIy#Ca)eDH9_;;+?S`)l)|fw9hC z1YIQ^!v{4m<9!FXF5imwAYh6<%rX9qU(nQ@jWObGXG_-yVix%ese^<+)qp@ z+x#}L)b3peutAqRZi5+;t|ylrGK8DgZtT1$_N5^8TM=*WWZN~m5F^$!K(W<_AGJh3|2o)Ac{67$ z1%?9sfkf-GCs?qyjr2k-TYVCE&&pB=#r1BdZIY!oREYfM7APe^|< zCFu@GSR<8Wi^4V#U*vw?TF{tOJ|&VB^1|qAw(MI!WAHaf1Z|=aqP_c>!^d!JG&$#V zU76K7Wc3c#10ot^(J}cu?D#K5j$%8UGI&WgYJa#_b-f`SQKC)n82P1`fX}AC+1bZg zc7-eP5TwZO>lyQF+A78z8qLKXa>qj->K>0hqiNH9c=;xY&BQ)#U59DXWnrsxd2j7c z);b(4UcBf88Q|U){+z2jNSMPOQdSi7UP8c8a^JH>R-;t4NXC;M!gZYoin7!?_wqmt zW;3;e054r*MiFjiqFMaU%*pU*M&LDhZWJUCGCHSrHosan!1Uo7U`h;~!ORsLrnLcB zLD39w&GRZ0=f}dWkB57MI;JG)-Hkz=!)>Lq@T!x{lwt453k0{fiQ-4gk~%r7gI8pA z`QePQ(9Xb|sqXcqj;$TGpMUL6mWAHWK{}ndcQAunk<{z#qAw8bU4JQD)zpa$&AHMu zCUWrW^h5^)z48^r(8$dOl?=a>5IuI*fZ5%boy<0{ADxaOjArr+a=zuzuDY!Ttv246 z>5}U`9B~OkFb}cmHU7+55BEzi?nkvp4z1heQyqsZim(To(m%q$!yfjQTO|zXBRN>L z>Zn(HSEH=X!A^EpJ}13J^KwBT#W!Wyg{Y(j__uIGUk^%ra)db^eQi3LT08Itr&I=70wx>i0oxoT@es%QCMBiiQ#Q^Ljvo@>W~SsnWh3M)pPS zaeKq>2a7u!f1S;WkRmC;&@wrsh57VjXEl!>J4M&O?n1i$Z;}4f=zl#dll^I!6C5d-9&) literal 47424 zcmeFZWmwd2yEbYoA|fK4f`p`mXuf>$EUAt*_?b>zo zdw0MmUjC;>;Ky}aB}tKM`MspS!5;=tbtz*xxoZsI_j}i_`pUQ?dP^g9NdrLc+ zvTF+9!4cE9>UQdKvV4Y?Fcy6yO9Lp26U++z$Tf%)ANUmpwbQ3`f|*;`@;M1m{c{H& z_#OQ*D;4EGx7e8pP^rtkp%k^Wfl_j@ykL1jC3v5bk`iKLWXz`|Ch_mb!CwMY@9pfY z_*hvT9UWO5Ian-hOjy}?d3jl1u(PtWGlM&rZQ&Mn`cBLiw$%T6$$z~^3~Fm=V`^n* zYH2}{d2g_Vuv1?zvm8$1d@f6Dj9 z)Cp>?A!Z5#-2=)HPK*|MMgd&tFge$Cay3s@OtpL@i;UNISv* z8JT|<`=1y8{UC%D-SYqFiGOwTKc9kr7Q7E({qHdoysu=?IdSdUt7}qX!f&0fuP5G) zArn6=SAbNA_WzQ%a*P%yaP;+VannD>*L{b7Trx%#P+eVp$5G14QRED9fS*wPGI290 zDK`E~>~Z2s<cg*YDc#T>!b}YKc<=MyU!@c`lvXDcw4Y~E zQQr9LtKaM6lPX#syQhDDOnGC&7hE`0R_n~V`ZCU^l-~Im54Eq9@%hy$`oj6oNE?Q$ zFO$3XI@RoxD8XMvgPQas&=-X4GZOs&uJGqqxS+;yzxutemj3^8Q~GN=R6JSkU=bT7 zyI)kgp{5-VyIAYTw&$AiTu_@_GfoTR&%$L5+)nn3tlP-Sg|nU$<2<_l*Vk&oE#mzC z+Pz->!vRT(AQ9Y*ObZWD2g;M-g61rdyuUAbosb+rcE58kks1yDVQ)uZHaaw;- z&*P=smm)lkm!Z1_?&n?PZu3luf|-$y&kA*|&I$ z>;$|<%gUuFhn*GzwTILp|7*PO-GCu{g9|k9JEm;=V7PLep>Ah8Z94+If}a}O6n7hc zaqV?;5Qs;v^%8LUJ|rWqPl$CUgg9Bb3R!kO&&=gFl*$?YuwxeQ>K0xAqjH7qWo0H6 zW6;L@XeBa9I5}<)r4FKyHjQS{p64A+SdefPm!|*idVVm!3}#x>8?^JbvX{u^eZ%{wJpZNucBOblG;SQ2*d;264Kf zNLR7j$=EZU?6S$r54vCtF^KE%jNGnY*q+WVouij09nsT4<~XJAIBltGi@2HD7hUTM+oroySuxbZj>)v z*75JQQ*VUHuoQuQX+<}4)HD3fq!4P%Fyv@v239_;`rSOQV&0!Epu3rk0tjGp^sw^_otXPl@RG|ZI~pivrWX&lFk;VaIp z0dypK6Q-F#@^s0r#o7+z&;gP15lyr4ceXuH{*BUbw}W9dhdu$6n9%P-`D^C~1@2`6 zs40#a7clio6h{lj8LC=|&BShRtR%a0J*f)fnxNMt+41uJvPK=ulSb|nuI)HIjIUu7 z`d!~}NpuYH9Op`7Pcd9UH(N6Rc(8frflDuhMi~z^UZ?VR4QxBqA!m&Qi`$*aNk~w^i;$kwUORy5LoBWWImnP1%l^kWLBI>-q z8XCloBE}@yX02LHb4r%B+YuIT+obK}f?BU;D#Ik6?z zwB69j=(fP*__6!p#Q8A}O|Ye={BEXp zek1yq0xpMv6ci1m_fjCw1L)Q+XI!?*7J~VEjT7xv`47ho7hs&GGXtVyEFEp~U(%up z7kZ2@nCj1V2kz=NB$yX>%=0_t(ZPWUj&serFI8zbdsp*$MhwaEE9s<&mhgi< z7c2Gs!xDRV~-G1de`rE?@>SD?TnUwdzr09VZDeui0r;AD|6#du}@ycfC^GqiW$hJ2@EKddrf)5>T>4_&=M zXnCaC4i=BO0%S+*j4&ot_4*c?py9@;zOZ>oP;aF1-x4Q|foYy%2824pOL7>4O-{wYC z8sl_&{$=a~%WfTQN`$gYervk}4R(FvKHyc2=Z)$_ob5=S0`tn?bCk?2`{hDs;__YF z)Hq{74g2zAW$FL5hrPN1L-xaUmJ=OkDujL(rm>Vi2SlYzMy{Fed;K4u12|4jqW&(Ci&33 z!^Oh%?5YU_g&YAF0*^0ETw`G<;qm|W6$T_z^tD(db@A~^{^|;}>-LKL`g1$@+eO-| z725a+JU@pwQk`j6pIOBDA`&erZt=gmB_?S|6(DWvZ-h*y5UWr^Zs=x zh4bpueJMoCav&U;7s$CZX^=CC-^YN_M59hPQ0dK8JYBzSkTAd!OnUI(ldN3FMxX}tB)wd|!X(gF-UduBv z0eh1G!=J$8ZQy+1QI8>u|7PoXKXW+LWT$`xLq)r!*J<0#n(TrpqrUia72 z{7f9_PI!;WpN75eYiC0WLK)=}`dhG^z%0oxJ&c=Q#mBP>05GZ;U6r5Az*;cLuUsw$ zTVkIxYEv6^Q(-e>eiS;Qi4x^0;16l)S{RLB?1`>cPS$V?K>^1+Yn0Ankwc+E?dLbG zFbgh=&M!!^K`D)@%bJsI7jf9&R=5PRC+s04U;^tRiy#;R8N86L;Ot9!*hb~J2|ZOt zt{+*a2IbWrPH+u~;Z`a`lHkj+0~;*_x~0HppLr;F^ovK{x@27^{57JU-k=B8*>IlQ z-$w5qYcxr+^VJ$!P|{tKxWKw`T6(>r0yrJCaa2GQ_DN8KvMm)?(GqE%~dC4?nP31NNueFg))=t1>VT8i4E}6;bKF_Yj?etG7 zDORVR{dS6x3%4?@8!}U%J7sDSSXz)BEFQvFk|L_&hts*kZI&X{TCMd%#qm3;$@UVK z`Qv@fFArW9L#*h?JA2fnF57X>7KiZ=0j;sc7k`dvbWU6j;aYE#lejlch!zeHCoLy| z3uo#}YV%o+Yuv~i%Gjxe!>uqHYm!{~o6tA8)a|SO5OQ@B(H$%UUBEycPT49{1B^KT z&{u}F_UA*s)f65{C*b|&DI^P`J>xO=%TwKunP9#@^rv0A7Y1O+-KLqhZUu`kU_iTi z2R`3K6&J(##;vI~2%3c_Sl;b*1(!_qwJzxM7_UX~ytjPOwPx8((Yc!h%Slp2vWCj* zP?+Y+!Chg30OypyMCcde@*w3KQ{Kj#evAE}&u<8ufv*Iu$gorz1)_iz%3?-4fdUU? z%k(<@{JcJmURKro|a z+w;=Q{d98ngUeQ}V@=)p;iMVx)a)VH#?upEB`9mb%7zWdd3}ZxoLJuv4+Po07UEo< zP*KxXaopocTbaH5vI(A4d!8I|U4pbJTRM-4wV{-3?-v}tmRCM#w7?6;45~p6N;8Uc zk$TP(Zz&!E$i(%{v6pw{=O_CVd{wpi+EPI<1!|?^#O(nBi5}*Kl@3UxFTMr9pdto1W6RYPTW-uB#slhV>cdcWw^h01gKNij&IHj*Wlbrc$ONw)NMk$(5BVN zsv3AS>FyIpLKizB&J+4&TvaX;FX&+N_dKPhDPUX=lm-eeJIscdoF_1*sB-;rQ9C>82H7PZjPYN%2DRH2kw-N)C=Tx(zL*-|slHt?Or zPz>jk8wzk}2+sKh9pvbbA^CC2In};es|>+}AY7z#v+{C326{ejlH9`Xd)Kj+*=wVp z?X}ZAF4Hy;m5?D;fv|qCZ2;)OaN>J?u2DqMj#Zkv$5m!RMAH{$ifKASGL7#)A+KpHv~n!z;>&pc z#X5ueoX;{LMQ~MU%CP$>Vvv8oU(`%rg@1%#RIpdY)NCB7#U<~g!K*a758D-sTS;`( zA$8GzRriSog5>@adwS+Drthm6^KrP?v~GV;##;W@jxV!X5zLtn-Z#jUT$n;ObimVy zKTkWlx%nWc8y3TO`*zNu`z6Y~Xx51o0Xg3vS|IH#fE%+J;~(gbE$>jeI^^#23>ijg zjq@mH)El???!&b>AHFH?#v<}`syp9HzLYH?Yzru*_|j%R?!T+r%q&N_6&uf8-+{!Q zf87>aW5R(Lw9cyBc}D-VNa*oH41aU;72&4^0;lUGWnjv)9$udywRa!Yc5JbZvEibF zFJQm|1Q*?c1r_)uvLk{7J0PD=^a4L!hmq_c8Y&tSroC70j{fG+!dFn7Hg3aQ)??|7 zb%kHHvv(qg)9NBNs8uE+R?=}K&Add~u93@Dvk8Sjc3+>9-eu^d!?IJlqe>ggd5yLn z(r@|^vV93wY70-z5W5B?B*^C>X?Jm1A;aVIukIfSRiA#)kB6Ew&G=yu$nIMgwh2i; ziEMSd<3QX;6aDV--5-Ty#rQL$ek=6BvXnT%2y(J8p_zL*i{Um(4#{8em%LX^*BwDn zN4A5PrlVDv;>Bt+C-H8(=iStu#&C8j!Pmb+AhYO*hk!cQg69KymBIa*#bF}s=plK2 z=GOR&r#)22ETLUl7rn=x2A_8AHY-;oSgmZmgZY+;JJ^GQ>o1>oF~Y88B-{Ar-7S)P z<9lx-hAXh2d^_OBm+L_5 zVm8Ip@rA)KlTZT#_%-IHlh)-mhKJ*mQ3$!SaqGrY>;q{xFO}^IN@=Y_Z-S(ocS)^Y zb?ZbTecDPl@PlyK8W*wc<>J4&aj1sfr9F99(k}&pFuu-jkfmYmqq6*f9QiuccIgw_O?@0M@A$L}tyXG&Rp*Iu z!_GYOgsef`k_Atc_#hMU-S47FWf1HbwMC3R(Pamg@nXECywCA%O>C##8J74xmV<|L z(1q6|%+6e=6+gpvo~h5xpLw024tu6P!EccM_9bM|lT1wI*)x+bUcl%xJi*_yk6<_< z-KhOAPPpLq@Bp~eEhY-8sp)cs6@Fe@vSLE}x)dhXtO1$dEov#6B1=2?tGq_(_6YuX zo6w-XkG?I2mF2Q#xP6t5mmV@*gQK|Ok3?>{J}}J6h$5z8IQ(r8bupBD@now=fc;1D zi%|cq5^s4E5GApw@s)acO5XB-qx;d;M$KNY_3W0a77Q9L&-a`DH&aPB`#>oK#0j-x zUWh4k{MK`L7&O@UHJ{wLs0BX&WvveOorP)#?J7IJ(;y1qQ#B*H^HuBi&cZM{2wotqe}9&jv0D7V7wgsqFfhWm1)3k0g4H2DY*T>y(0_!t`&!HkZzBA5)F z3boY51L{ljyoGsuT7>L-xjw##X*v9%3h^TF`)vyXqJ~pSkM9(%%DX&$;4+QVDK>ov zN~05fZYot(%1=NTh9LA>h|-$Dhz9|rbBA;Fw-msgyy@eo2w8IbY~4!KmKaakHGyTQ zFq$vt7^Q3}!&D?Dki1BiHGvJ;$%Z;!Lfc+^A(&yQRwJaJ(sNB;CpE3VXGj9Y4i9pY zbJ0&|4v|rGNuOyl@Xo6{`NP%nL|MIXERvnNZYfGDUvS39yPgN(L~)6#za$IaM+sJ> z=z2*xO>K&*|0$q37#x@sxi#`hC~sr5hekL#*{TsEog3*e@a++@%3DeYQZP7@*0!iH zz!U0}l{`ppIt#f8=PHI`$C@O;=SLc{zQr;0k~F5lrjlB62)ZRT8NfbdP8xVS-l8gN z8h9_E!s<2j=M^GmD-TSoz+4H~Sr8=#a1Wlqxcvb0zQpF<4V^Q8r^TR1Q)ls&aqDk1 z=P$`929NeyuWxeb47ANT0$LzbSh}y)913S7K@GN#xBl*%%HE5Q5{%c{HID^e_QE?B zdO>{rh6Uce53ME>XSpT4#Iu-~{$FlmR(p%js3)Ynow&~&v-0@!@k6a=M3)5Gc8Zw( z+GoqJBH@zi*9!Vl0S!^bqoz=4QwKt>%_a|a2BKqFp~I}yXo)*Seak)=eLdJSiu zg4d~y08kBhupqvyFrk_g%&ao`mNrXOmrE?wu)sYnp@eJNzBZu4Ie zEqH3BXpW-xrAuyHpSc(uzSBXnb;gSwahupcwUI$&Bny$aBGeajO=T!o$>iX{8KO~e zCEHwp!ZZm|S9qUDq3M1Ae@>S9#gAU4cyz5W-2WQjTC~wpJJZKZJ z@*3{%TuytdeMxlX0Uw~vY%UN$fj?(>TRf~Te!Y(vrB#-z51mnWJ!Frr&HOpR>$%bq z!n9bt-Ek{kTsr2-u%#_zkZXQNjn`SgNox+mpwkZQa#e#_+Ml@<7coQ`uv z2CS^IZqd5*n;d*>gfyN-yPWFI9U)csX_1D`YnrS#pN(LvZZ+c96LR1RsujK;Q-AD) z5iQ?|`Gd3Zt$JP)!zUYuDeE@z09-5{#s|g^k{W6>%AcgkabVcxK}cw8Y3pd+h$6gfuWMV_BK(-cLt&?LDSNpPgq z7`T&&=y~>e`}pXG z7EIc`yA*!f9wtbI%6pn=pN? z3mceRkLG+OZE3N*hi}j#%})&ppoM6wY-2-p90)Xaa-#*3>yAL}&lw~$w8 z$tQ1tF`Dqj{Rs&}GzJIRz-_bpjKZA7R9RsPd`eEKoSHdf6B@J+dhJAZo9>fpsgy8c zc$p}*{GrBvtjbw4wA`{WH~z3a3RBhYUe_~HnnLL~sJ+Bll0+PWX!0k;%8@s>mhlTy z%kpW5fiB=kFAwPX+XG%UZ1x;D!jjy z)Pf8Tsz*;>jVkgLAQ^Z}AhgQ87$Qu_NETMiloOK1_1p9fOGN&*$JdIA`Ar1V2X2Ir zi;>4i1>TaJk9A$1-gSO&f8RYy&x?*E6M{BohAQ^I_uRLhAo1r>vI{{fB=@YDJU0U{ z?M1%!`!>iAQ^~JA^0)BeO3$+$Rb}Cinu1u{i}C`eiBw{XJ_X{1StqaD#Jzv=cp)U( zuMS5iDg@@|%QxxuCEK+0EAtm)t;tU-Zgyqfr8+z&13`ZLFgnI@6U)OoU4r3)S(M?h zb>q27h{^=9{vaC08ZB6E#(9Ts_kKv==&y$_SAI1eyeJHQN!n`oIV{L@^(af))WHH4`Y?6IA%86BRvWI+6 zYIPam&9^YFy{{sViWk5KzO@#Y>q)n_TV$o-unC80Lu#kfr>CAK5Un?{r#{%h&AgPh zFoIUo+;?@#zTS80>^gED2xdYNEeTYNDsAD}Q2zD8ruiEjdn))E#dk;*l6m1w_vsd(eZRLHBNfGYh1 zZfQcRv(gT>+&68}Oz}L%ERCW}2qwyfsco6v*NEcBoTzuG+<<1-l5SPr*(03&huzQM|p9`|)?GD_U_c2tpV(qjg8mg(;4dZ0J?b{na znSZZ|RiRNVyHI}jjC(N1X1S>2oABxU0y|WxOb%Bv(rzv?x|~TSAD+dh;Qxoaub}$n zsKu1-KoNZp!}*T|CWh)+R{mY#$4ARjhvXDV?TBG!tY~QBOjnW`SH( zZ%J{b5k%MEYCEh!V`nZzFLI}A%23gz(>Z^zK#LuWG-{0j#ysgz$wEvAnaP%HZLBe| z;F6m#k{RmW#lS48)LmfdG{fT(*SDrSPZ4XyPBl8m8@9y3#_qeTf7CA0;C?P|@wuzUav7B_-sDSxX40$cp+qk8?sghr{ z5~8pBp^E!upTc2AJ47hRim{VA=cdY6X~B|ro%76^=Tr~6r;K!#3+OM>idFq`q!Xb- z%+h`5`mjBxJsz6^`e62N*7g*bI?(?9@_NAL* zcFCRihM`8I9fLQl73ZMic66S0a&QW7Tb_{9iTRoLuaS8E&q$nfnkFT$3#c*|S>Z`( zRQLFFn}djC`*f83(^94t0K`M}j6CS1 zg)Qt^yu`TufO?Ev$xB0*PLt}wbgz@FDp&wSO<(yf7m~$rqm|F|fS*zPK&!c_spKGn zC*WCEUOUAm^t_CT6xG@4vD~OysT+azZ>;eJBnJ_s)|G+4;EPBaRsk^Na4N{A&BC-!^06r|ruj<+kSq z(*JOv8(|-5H8zSTB7Vz@=*cqJQbHl`OW9X;9Ksls+1xE9Zw#;jR&kB+;JeZlrJ0=w z(1!8pXXLbBAtK2<0dpCw7{YKxHTH_`8BnI-s#f_k{Y`fE|6hv0Qe3sDJy1Ob+!H@j z-FDy8jbQ%G_ej@d#7UOG<=I}(3CR%oQNr%Diq8VN|nsUyjRc1+e9J%V>u!Xq;A1%AnPnv7>R z2d5n-^U4}9o5-x2aeN+Y(LPVc7CL)@#EVD-1k?l&gDG|)lYhEv)F4=chNe4%>8(jD zDpJpn``nQLY4)Py_f;ZX@B1ky4FZ_WBUMz303AA(4;T^Ww*ddtFB=ol8 zB2KjDH}5_q&8T_N9?pQD7eR4Mix~9KVi31(xU=;2bvt+c+XU}wUdQ_UMiQUr1x(46 z%W+)*h}6+uy1s-7XMK-KUlBgjWW0PkAV0|NPnK#4TA5F%uO<{r^;&z(a6 zk4@1^HMDlf0mRlPL2TNbK5)^)tnZY6s|NR6nGRQ;CpE9Am3Sxag!k9So9iI5!f^&f zIh^U@4XEN(`oCr!&{(~y03xxmyA-aE@^IGjt1U{6m;mjE);tA?5Mts-;UEBS@wErI zE!LCdofspb8Bv;@%Rr%cG6JFPi8n8nk~IVzbIARFWMRzoKq;nPnt(;bZWLjsbeGBG zNE>myWH==|k260BaFe0na;ynC|4uXRS_4bfDwWpzRPXs(FprQxr%LL)ntBMB(Mhy^ z#3b3xq2{22E_n>7$;g{*&VU9b{S-}CGUgV3Vg{gp=LnEPnTjp8xx5+(pjA-~Ot#bW zQR;FK55Y8hq(y=Aggn<+JsPc!cpurt;6P8`#Zqnlw$U(U_A&}i*6 z`&*b8{G9KMLd52~Mzw*^F)B_Q70YEiQz;qp5p+I+Wz&T&gF z7%jPas~0n-{P0%GAzD=j_*wx?%d=_zC*GnDd7mwNY{cik{fe`^6K~tgn?Ci=Oo>dZs(dbH>CfblZVut zP7DV+GXAJhW`m!zfNfUuLjlVL1$tMuh!M~WL%)278N28#yFSGE<+|^R#ZIwHC5;`% zNE4fo*Z*W)q1OWRy}e!Qyw44J{%2T!EUJEg%efm1MtH$NGxswSXUca2=0voX?%?4P zk@X0@wU=;1#(B#75*p>dr7-CMuTT;afzTkwAm@WWczOEJ@NqD8m>3l3677__8()sT z!_Bio1bzCX*nwjVjCjj(d1KG<6 zMe~@?9HEkM5hDGtdN3SqdGMo2^OByl;uZbQVD%dU1@!mTgPi&TsXG~jkhEz>Z(0HQ zUO=vmhgifCM=7|UC_g9%tA7$KX(RRBLfQsnpjr(L=c3tPmotVQb3bv&4Rkd( z+UwzF&0AwQdri_3*m8#{hd%E$YI8c>AP{fpb{9)0v50o+c6vh7myJ|F7AF)j<1+pR zvw5>2ZMVZg=ee!@Grs@aObF#}b-ql+r|smomEDZ>Dp`8K`1bIeOAw=eCCR1Lv3E>x zwUOXDeD(p<*Ku^Lc*XzA>D*@#FK;jR@Em#%l$Hbg}I8&w2exIwkA_N&K$diuay_x7#1syBa|De zzO2{b%XP1BMA?f~9N64w#ql3}_poz~j-c^$lTWmdh@Vdq0%{d?WH052qIP{FJGNZW z%eN-B!ahU(@HR#lQ6QX-J(9t-^DLZh7aa*`Lt!e{kMB_-vV?ecEvPrbVG%zI7#m!t zyf&)U*Ty9L9(PcAVj_wfi=cRn^qu^wqUxFUelEyq7t+6Fi?66LINzo&h?1%^zPWMq zqXSsjQKK}O)?+3Ct!qVbb0HME$<6Z~B0ep*mh?Vh(6+18I28os1)}5e54uz#PYAqF zgGVCz4C-5GiDA=8v&;J)H{;|&b?6c0J!x81k;`NQ4KqB%PLrgjyx_4B3+8R_MPUCz zbZ?5!wZugP6?~@9!hmlDz}#G)++L&I2~`+eo)(G_jChIkZ@gPiPjr!=pw;v10q!4K zMxbi4?k2cTFZ4CA+*cAuM3FAJrmsy^DmnstX=A#&e6~~I+r`eu!4PQRMwZ*@AsLM< zu?bE+=OZmToQt5F_Fa9mS&P#Wvm;VuikZLp?OpqQk-w$MC7;+bCD)9uHde!Huw%+8 z=MZ*J{!?1(A@OMSaYWWp-|z`)%MvYXq@E8<&X@FPXJAsHG7;$+5k~%q^wUxugay%? zyG}hTJA;#+Vcuxu%zRVf9(+Xi&Q^ch*QorBL|Zq-lW<`6GVRtVlP~%fe3$5#KDG4C z(#VEq#cgrQ+O9PF(R9IAj#)b$WsV+M{z>K>|IopDDjZP*`K1~WLUpO(2o}Al!1J}- zoT`13fWYWpc`cAP z=%nGnnxV?`PRZfza5*lG46fB3Xe94cyy23*{ofsid_>5MUxhUK&a6K^KcXpK%>0{S zef8-pw_WU>A=HqBg0#QNUz_U$oyUMd>S_9$*RiMR?IB5aSqjf>(|z*{@cv^URtazM zMTm^DWs7B8$*y?h@!{6jewBr1x_|k{AbsM+2#_OkkEr;uKl{tS0{0CAuGZL)45%>;wIk_8uQu~d5O~>#ghiRF zHE!htFsQYPLDA=GGgFAc%Z7P6qOaCC&>r+O#t8|GyBh~h5 z<=;z!_Lil0Dyd%0rJ|&v^k(`0pZJfN`+w`Jeu3KeW5=K8xOUT{&BwYN$G1^Qr4yq! zbGsHfG*KE+rJLs?g%(47mLstJXVZo3^i)?zg0KsN^IZ<{$fYWYO^=6hnP%;(Hf?P0 z2i-c8raGrK9|7wujcAq;v+(fTwohw6&sYBsiA~U3#N|sii}y%uhA+4l|J;nDw;jpz z4RZXUJz}^ccNtxhvOb4>iQg!7bv?Ygr754He}DSd+QTw^))}r34<#Oy;8+S7H_amK zB3zCrT+j8>E4uy$1?ZQgz|qod-m@is^CL{|mr{9?>s^|Cc$Ws##+uKnLil^$am_ao zz?{ayc+U<_{~&yY+|#j=U7%}%ecAThiC5wlpI=GRYy)gL0YsaY9NjNO;{(PVFtv}a zb^gl1{tyoZQ8O}YG)>l`^>m}!{UR=ogU0<=boOqv!4xn!(y9(oQ;x`RMP&iUD1ANezK0Ysy|2#sY$=uCgAD04w$yJQ>z)vgnd!UE-tvOF)% z#o*bz!r!1IG4uz}UYnrdpf*Sku}{<+E1Z2G-`&7ke`bS*SL-085bRXp>#^w1nBU%V zu$mq+0VGFC^^QQs404|YRO^=)zo!Qmqf_quw1xw8YMsYH&I&9ZhKyyd-5*r(#5+NE z%I>)dA^>v6_-S)ayJAjQe~oKnifeZ=1h!q~UXmR0Zpz0*Fp7OX= zAgM7|wYmtnlVcz`2VX#0qohx;nha!jEw6mkGLD6sH{2#D1^9my=oPj2Pgc{@>w)h} zo{R1ct_F$+q3i69D*0Bdg9)v$N*(tq$nmr$%($&ttH6i_wZ@;Or7a^6$!$KMGm!A+aa~*=1}D z1@whS9Son?K3@E_Bwo=y-3H+`t#XTL^Cm3rQaSGFpNNy+neQJ7V~8dJo`?svf*8%$ zPJes|;t-Q(d%l+e+LY`4YvUy*oSna*X@0cD=!~q*Qy}jM-n(QE(3`exkOB#1Fo2`6 zFMIN2JVO5T!qislE_>KVTyi+DFsHY<$qR8PY9G(!@b~)&xqFTm>e||R*5@mC8`YNc z2+U9%yFe3<3Q{39xRCjZJ;YZ1W9gU;;cc*6^bWQK^t*E#_iL?IV5Xcz!X)B4g=68+6@x6 zrTUV8SX={|`&{1+#$AuQ0zdcVF1O zdDAbU93^sY*kGX(Dj&<=OuyqMVd)!=D(Pd1Om_0E$ygzEQ{ zxA)pYm_vX?GA|9Yb`N?v^161oujugUy5mwg5YM+JyS&2azJF?jBb&prUQNRkghqj*#m;L3Q*-6|$XF~MwECd#3Myt#JWr}5Mw73A2@Dp>#Bgnth`lw5JEP6d<&DbF(9sn+Y#s^xhjP~JW_IRE3bTJVv(9z z4)R;%FAtaR`t>@-2Bb``DZOdlLG4cV%x-WseKMYQ zj=?(L7>f5Sn3!!HKUP}fgX@x_T5GhZ&jTCR;bs&oX+;Si)7e+NJ@eK zbP9A4K~rjTs^8w@XB3Rq8skR_Og^57j?&6Ow>Jwx}pBp1*;uDRu>DJ7eW?ecZ z5QnOT?LGR_CK`hh2#z0jbnR1u&i=TeEEdcilk71s3-W0`J&%kgRvdYe@$FMqq&v>9 zk(ZlAYLVE9+vFrs0!Yp(i9mQ{fmE6iPB3Qhxjll^iBEb`TEbP|sTL($ zf_mYyYaRKv!;I?-_4b4QIcZ{6N7>NZ(wxsTfMy%f@nrA{}W zj9^#OfmSj8jWJ&w;=FH<>MB(iz<<}~ysyP^X1fz@e$?gY?YR1nGe3XWwOPUpn_khH zu96#NUFSA;8Z_myWBL0vlsCwdeyk2;e<~h6^-%~2({P7o&QN)@& z@0GGw7eU$fyLVFNuN=5hstd66gyr<}l`CZ@CV;Z#XRf_It5 z0@tMsxKwrBUGykTT;qt>419rE&hB70h|4o8o?5Nb!fAScz(qT0rIGyMw>nltgXi5z zz?lkY9tBFVq-R_+H2s>lbOQJc{E-9TXqxD{?ueWEnYy5p0XL@tRxUs*RETxBLEHK6 zpxcX1L_`bsTCD*nDkB5FTq!mc+MAztzdXk(xJ^5XK3_m!=HIO7z=^$#!oS+@h30Kw z=wlkt$%6mzXMkz2xqDe^4l*9S*cxDdrL?k&XCR%>f8%$YSw2xq7use!Sw@ib@Vp6u zWpx>+71;4l*3r)b%%}6*JRP#LEd-Rx^IwbTLVS0&3CLLLEczO9P!)hO)>TStZ*5gC?83G8dARA~fbKqOGjhW_I< z=Jx@9>_mj-cnZFfi2kGmeX0ORx#T|ua=v(@Xzw2C5Xj(iyrtkI$bWzVP{SD^9bMAP z*M$!p0(7#vIoOhm0jy}T{0(@{{_7Z=VyS2Zp>5MaV{Oo!eeusR3yB0bN6Tjs{Qi$U z_!-~8Rb!~u9${B8j1b+a&lRe_04PAfOfGoQ^ZE|Rzj~>PRC>y^)Omk%+=J_2h&28u zt91jl0=*+S9ZCkVw~0He?@MM3UguI;vE5$@V8;fa1`kq-bo`wR2T0hBUQZV!Z~rju zoltA`slm@!*>TZ$Go$pB^ne2#=#tT^$lI|Tz8{L_?ndaKD=VAi!d$Et*Pmg-?KkJn z)So0d4W2x!Ge6}69?HVa=>;lTq+6Ko)SPPTRF}9`Lp|oo)Pf`eFik9gPd?3c+?v^> z0bSpN-en!YNhHmuJsExX+18&YucVS&^X%;NhH*!y)g>(bzL098TiaZg{PUc-q&k|c zgAwM(*RjmsV?r#cII|rd#gXT@$t%jl8b~ni+=gxHT)i@pAw6Dv9=fjs*ae(58pDs+4vS?U}*>7~0+|6S*ASW^uVk^X`GI5*V1R~d0Zrc$Ra5Rm* z@-@~CIk$X}5KY(k6v3(`IYsU2AovUZ^xcFbz01VPG(}r!h|Q*Hn2$`9A~L9=zUFXa zXXlKv@7_i{&u(+&i9q8UeC)MNL=Au|51^N`hp<2RJ>kU?xl*W)guBCqVEJw1t5H3tz}$;bCCeV@I@9e zxrJe$wxD~6<&z>8ILUM_V)_ZM zBpBdUt{`tbC?%tg&e?$K=eEiFOZvsaB(y9O`1T)P=>Y)~KbaAOmM6241r9h=;a zW9Kf9ECouD7stZCQ{|`TQ6PBHjCdvZ8yiF+>>ns`vSjQi_SS&qWBy(e43DF^r)jNA zWr_&I;GS+tYSaFdZT4rTEgV>F^Z$pv_Y8_E zYuklK1qDG#k|aq+$)HF^vSdL?k|d*K34){nnw&(kL`6iRfFz*-$vGo5SwJKsQG$Tq zz2|+NIWSQmS%T`M`zax=E}pqwLyv=ht3>mfvtp9)~P@-2Q~WrB(|2 zy6krH%`U`RlD-tK7mlZs;6BVCxG(k8=dp7OaVrBZo*$&x zY^m{pN!fC<2PH80qRCZ51iR3L-_g0Aw~04S-iR3%#wA%D1HXmduV2%@4e>5M#;aPBljm z)Alftx^?H|$L|wv$f}_ftR{^x9)@@%-4ERyzDxn%cJ%S@^x{YH@2Mu@NQJEE1)(HrCL>^LG!A z+2-NR1(rpjKlP~bk~{pFCo^aCdnJt3ASpWryPO^#dr;=vwaZQN;^4d_yVCl6(v7l# zi7B35^yU*|6C!_XY&6-GAUDKdJ~pgpPvgUTZ|g$Z&I(U^Za_d%BKI<_5X4EXk&vAz_be{m^50dj zMZz3*@ zBGR+6=&78QH{ym5%5Qd;oZ#rS1c|nnH@-PB9I7jEZ0H_WzZc5b%H#eaK*6%+12N0$ zmG>h`K*4z&17UF{@`oliW!#>ZB$ z%S+J8G5*H#Zuqr>m~z>%YvwbfZIvECG!1>yd`u22oLm>HSE_)V-Zk-_R6Ls*KO>aq zdFE=vc(f(e?rN_=i>i+}YxDc48h00&v8n0GAH5GhT%gNrU{H(L#HOeFCdQ%KQk>tR zqtV1RE*Cmh5tV&%l)>3}(L&VPugp4@7xU@m!kdFjd-@GMe+zPH2vqXb-LbN)-0a$i z#2NK3g5Fy#We*C0dj2OH?(>sBogrm})%!P6i*<51QYYu*5c@ydm;u%6bX7>$mm~d9 zooC5zmp2xVp-^WeYKN#;$jDe09A&BZcm!KG|C*6BN4k&3vE3|Jkk$_GBB`PqJ;S~{ zI8=EdNJPtJWw;v&KT&XRnlZD9x%dF5Z9d_%PDZ=c+#%xlh!?*@UchbrRy+!-957ez zD-&@FdB*z2d2Kac6eKGF2VB1nX|EzB)!ulP61ge!i@2{m?YvVT=e>t&&;2So_(` zRmu9Ocu_5}n#*DZ8-x)qzAk6j@#s2?@h+bA80aLi>=YnHp;1A`lTYxhwZvySgxr<0 zK5gjC7m2G^@LY^ZtokAx(b}tPo5fXR=i!mj{n7m5YcBNKN0aUj+cY=5`dp=h97~jN zt5gc@9Dlb%{FsZoLa<%{vq? zEK<42R<&z}{?KP{^`mq!_qd8y;b}wRnJsx?oi2)~j+QJYD^bq8XDtoR$?Rv)6NdJW z={{%(Sl%C|`{>S5)wA-${Ft4JU{^|{;d!KHByVwwe^uPAR z%l$mg)ZZ8f1K8|O`YWOh&xJ&lpUd>iX=t%g<$NAl>6jGj5f!NCBbmngTHh?qmQOuW zVfWl^Ywc{%B>~Je)#1k?Hnu9*%)ZV8rEHc?FFECh>k??5(FW>1=0fwg1+rK5@a?#+ zEWJHY=nb27dPZP01f;Z;)OSY*<-wh81(qZxF2PEP>9oa>rD8U(y}5&(6{snQG4C`> zwoS)5esTCLOFSaG<5R+=x*?Gt!)^vwB9tDZN6}e(TNK|uWf^aE#834;?Och<`Ca0~ z?J+j3H&B;C^7!q+2JVgZ+B@~`PA?-qbosI(COAI_16BN_pno`b@G)dsxEgec`MVC*Jx() z7MX%NY9@}=eVfXsuKW0-TMGk2ulJT>_17GH*usJ`>}I&}J!0}i^NI)%E<;4?oh zb|O!gkdCtjhY43p6t>cLGfyjK&HaIWgl6ii#l6`imB8@%O_L%~$61nd@J+twu`2$M zDtV#)Y^zxa`Okymfz~@sUgue3ulC^f-f7L%$2=hi;L`M0o=RHL!}*hjpAq}Kgy&0h z8y>YPS_$K}pVUv#0*V zD3jF~xmt(juwHZ+aXChox$lBQBvMr3S#fUVdKcjpQE~sS4o(8ahT<*d6j2#>x&mdl zwivpfOZRXd$g){Oq%&`65M-$5LnNVxTg>xmJ1FjzLy`;Gx& zpg_86Vcxf}TKR)S=X(_~?l{WD;rmO89(hq6U9-#XkLM}%nqJ^n>*yros@t-W-x z%^ts}AYuKnTBXTv(-@A|^G(EtF=DB?ZATvD{YFBoV5wHJOR)myZCEIjbC1|nY}AbP zE|3iG@b9CssHglx*wyf3XS`Bz;>f#-$BJfqv~Fp|--{2v5D;>K@UeLu&Icl`dJIdm zbV&VG^XPVQ4RhIO1)LZTt;0@njIR_*DxgHta8yIl@S{c(%We>H{kKH7#5SIOM`LD+ ztO#2N{1Y~*+9zRjTfPh}cth?ajvfBHm$PE3jG4)3izJu6H{u%C`K0Xg<{I6QwJBQMxbr$ZUy!fAMKOVODOcDNdJJ1CzeKKi<-DL9JG-gAAli21 z&pmo*kw>UVLMHL80gpSJ?q7TGxs z0cGUgb6oQbJ9LXHiQAQ*-Md+`v{2TVPgmG^s68xk93lLuKcM;gGOFrxht#ycO4Ysi zwW!CQ=5uc9B9_tNn_qW_hM=}n7f33rz!jKNL1HaR6RKH6<% zvtMRPS;0VS#FqWoIjB$U`WPV4t#v;weaPv?^%00NEvGMVUDS2!<>boUOld3$;-TAe z$2X-7`^e_bVR%yad+)c2*QPQnO`4bJND|%V)$>vYTPgFp-A=DIFQt8p_E~6<*Jk>k zQx>CmD6v+bVgNzte(PTvQT4<`M$W2}M=1o?P+zXs<-oz$b~>@KOQ-$jyWP>EG~(V+Q;xH_#hb))y*=Vx)+Pzv?n4$?8yqSvnohs+ecD}3 zX4Ns7ct@qqG;pnma_?`eUqHF0u$n{tm{5u1`K%kYrBNb}8)})QUg>gm2P~YE_I!aV zdfP7ltkN#e%>B9N&e9vvmq85gJgKu*Gu4`OuYAZ}YklJw@=J4ha;{y3EUr4=hL+&K zzEGlSdPk>;1C|h{`J!!1)Zonof_3tU>FxmA!boI+aC=N8J7+m;-|s?{X+t%0 zwXR!1-P3(0cMH$xT|V}TzTuTk|2v+stZ}R8z$g{L=3 z?^w1(fUP9oIV;bAmNf4bFtfEr0zza3s#;|k`%fOn+|_fK(c^!Gr=b=2y}{x~LR`VB zp+FkidP?n)hgEdxP48KyY4^6Uir`B#CGq9x4Nk|*+T0;Z_E_D=k4Ka7)D9;2w1y%( zx5lmt6#XncO6;~Ab+H~WlRc2A_v@aN zu(z7aB(@;=`&dP*!IkuBwJ6PlPjR;|tt{B+_9&M37HL-8wNg9b4x3ODKv%CIlx{7q zv$1&)!$v)BZ3z=%I`WMt#9^=P_fTTVl=}$WTpkAsC;{< zOz~7v`TzSB|GH3pUGmOfX|)5y%3ins;h{pLjq&_T)p-a<)F?M}ws$ z^fiaTLnNa%_pe%2UtUQFkxdRLaohf=`|W*%B$8Yq`(!2n!8{C? zi64oQ*g_bf0u(Fy8%7WlN<(@f|6y5ge%kwdj-ZJLNvt82Uf~NzLSXG$1CLz=u&_Nn zVte}4t0kQ_P;nO3F@ku_^72a*IeyUxQEL#)v9bkSpmBcD4F%)F{|R1Y&i4&YyUj(| z29RnMy_ODY*>4|&%+X_n&MtPj@(JqRsA@UCY-eZwd3$`us5}a1bB35(%s(L~aGPP^ z*hR)^h$w7GT<&KVe=i1HEuLm}psxI{3;4MXYBE%uAmP_{P?rY|!nri|+U zY7gN$d*Up;>Ip}vMs)>87zQqg1N5>SviJ+y!({>~n+I$tagiZh8#(T1u? zIB>wf1O?2f2x4R!?O^{v{b5i79FJ(ERIdMJpocC7M2cpl88#X2uFSIT0>{UmOG0{b zkZc-QY&rlL&73Wx4HOBgD4lkeWE(yY2o%k^#7Q77(VcSm(XD)laI)(xdV~auejwsn z%dl#GkWF!l#jD3A&voVq1?$%!v==$T)__iMgC}(i%w!ak2+sYlPwF2_>oySu<3)qs zG%?1}^~v7}6DSf@iVD4wdE%K#0rA3@tWZKKS^B(K>}lxrcSR*d5H<`!x>x$AK?Jlj zsE((i7qfpmo+%%N{Q2CK6(?hN}FIu4bGbkif!^mFGpK%C4o)|4h{>QuY3Z;$*}g8PfWrPk~hzkqn=4e!5EwkS^uCU!PHoN>J3 z^4HXH0jXv$6>MO63fH^x>*rc>M9;mz{RVRI-iFI6UkN_;329zQ9cFVv^#+>bF=_F{GL~DF zYu(GA;L~|)HItTocjkKs_0s)vKJ&{GY*yXZo%S2ma=T{Y6D~~rnTrN`Dg85@-D_(m z6AqoDUV(Bs#XoLu#I&7Bvfs$*9Dx;%t<<5<7;=N_)H^Cpx)TJ+35&jt~goqUm`GN-*#QA~6W*jJWXs_gDV70{@qI^5L7h+X>i-SY&rHn3YiYn(j- zWp@>xHd`G}#KQstZH0oTJ2kE6h9s4MjSh)VLCyOwPvoj{z9MDORIT~3lbxp>mce)C zaKpb`oCM3qW5~l67a*GO$>B=t9Q;Pg>qu|ED_B)3UbP_xeXv{TQ1eviRr`a-t)B%HloZqc*nOd+<0Q2Y^QUbf|SOaqEKlTL4z6y7dvU$P%iPlR>Lm86(HemaI{G!T-!xGZK+5Z7JKdRD^&D_ByXj&~e z#*+-!T?{lHTd++=7={WukOb_3ML2IEi>-$b$^3p9HuSJf20eaxif#MM1?oqz{i~SO zA%;-Mq2FIncm6=@t9t5TlN0fkka;a_EGg+^t*3rnJ(lH_6~hX$R`|)T!RB8Iz5Jc` zc)+}1u4ngYeib%Eehxc5o8o}~%Iz5V*alHQVek70j+5zlT?CX&8Y_^+PL>KH-p&%CYmzYt=JzhC}=OYf+$V#)Z zB>to%6d5G53fo>eWW9@Mj{rmPU8w=Ts&JLMDn|gF*G_cYWS)G+=@qYE^(%q;;=LC| z;ss^H4_k&C7)HVOxz<8uAFhZAVNJ6FnZ5!{wl^O(!rnlQm}SJkX(G_h6oY|8g(YBG zrPA-O6AeI+Mgrwj@o2<^gXl@`ck&^_?F!IvBt}M3vRD}W0LeDD^F44_C##=DZHmMH z^Ku;Axz~aS=kGaoS4a7)HWxq^DuHjdCCzh7!2`U)Z(KGCtJiZE=0O7ub58;z|5`YI z&-L9lI|&C@1^K$9J02Fx^I9TT`Q zvS?sDk;;*yZ;1=EHp@1f!t)lchog=@gb^Fip@>4N5O}+c;461Kf`?(w@!$hsBh;{dTJE$M3g$w`=os`KuvGGO5FxK)4CQ zeUH;F@ks~{GuD;fYiYcqw#J#gs35z#k<2k8R zd&&$lXELP&ZP>q|!v*cz_O-Tn&}?lAyr_Lr{SbTC~=982GPgma_i zD{pN#75{xc`nwSRFv`fSnVePd8de|~iHMap<0y% ztTOaVz>Zk#~}4VtWj0b;;0RiFs#AQ)N{OYSGEPJ$6HCo~c2|iCBtT zx8=houx;(mVL#U%_*On$J;gQb$;#g)5h~<)R_1z;-`X>LfxNQ-qu* zeoSwYTu$yFKFj}7Y%Oc7BIhvk`6;jI2}6;r6c>L$FGsw(N#yf}vth+%@E_=;P@#?o z@9)(I$i;IR2&?I>s+r?_eqU^hdiajmX{cT1I_lkd&d_u2$V&I9oWUr{R82bPC#k#q zgV%rFhj+Nn>IDRGX-Ad)Yi=FGR~#EsTH#doKS3YDTA{I+pu|u;^v|F5H~e{cp*(c( zt?IwVml&QUc6LuPxwHRu9`ZpUm0k z*4%1FKh**bj7yb54(_U!tcA#*0~ja z%O3po8$(qRYW0fylDoI8hp}Q_uBacxh?JfBH7^8^UjmS+0={kbk!fgWP5N1H{>l;l z*A;rZN8xn*@^Sy!g>*5G@(5b7s?YO{*!ERREHGT*2Y&x~k$B8lne`gDyvo%x<#b0& z%#pM8N7*p4fG|sR1dq+o`{+sVm$jD!&o*8b>57y%aT5U=WA)dMI<@t%j`WEf(myY} zZ#a%wSw?4jd$HYQ)hI}HFORIJYik0;L}zTVM!{bE3J%GyunI}^qyJ~nsx--v(-jK2$d>7%eis=s}Ww$_l$YPK|TIDK& z6aW3;Y&AM-;CxChqfG0(k5e4B_Ije7%B)Wlzo9qv-z{FSADCA#d5~NZ$y# zuIeOQARwL1g>MF_#rd=~qVE*pvOY0-S@7#$R64dIn|41!tk{m1 zM-=S98C@;#(o5XUz>x)T`MRWK0I|{QeR5#Q`jSQEm6=-rWQ8~vutg9WZLIV$m&DxM z^Pj7aaVT2~h+f^LgZeBZDq-jMm*~VNxWKJxCc&bXW&=+{sn79>QIE(zAcJbJ-$x4) zsT7Pm+i)rs7`ro}S*S0h8&8VGZW45eJBOYLq*{d&!ZY_!a&9}|5No%wp1*F3gme6t zUDDUBI)Z2`*m!bRsLt}#2@n;!QTn&=cBe~7jFwMpmp##BH>yQbEtG?G^3bdT@ELgw z14rc?QfLJu+-@bI1TT+6QgS)6K6~W7dgDgutU-9kkL}0T|FrMF5c2KjTEt=AF^ODP zP2{1^%E;5m3PsRuJL5QD#Yth41(;b;jD$rI3e3%aBOLBIDX(FEmmzB{NQaM0hq^i*!+9?#iigT6Qp-2ohHnFq$G zg)BZ%Re07TyJlOP4?-kvXyq?9aN>SyVq1~bEIQjnXPllB9wMGtgyLy|fg#gBf$6Ly zlcHG? zpu%-G%ZHo#%POoOE(e4h!E7z1#%=?`&Wm5sD#+BzlFL$rNxCnS=!iVatVdMKXDlm4 z7c>0z*;q`Ec;Zn;eExHAn=YXZPxE2G z?Sa`K${A9EW>vNfX1F5Fo~gAeEr;Dn{H@(r72DX48S-O_osAh&;_Cb;j8kA`tWH*m z*$O}2jv2i2Ry^)h)IFH>9tUq=NB2yWc9#40_f4USH)3w-8<=@=+BSNkLR|#DX3nu< zC5kd}yui_xVIr2gTFz_QQWo2lW)wn-WxMzskRIa(;KUzoYb(1l$)9|*Q$s%@IwOrNK z>55i82BhPK!;5y;d1n&IH$+3`BraB{@>3gd&oP(2w?u8^-T7>+i^7|@w)2)dMkZVm zierDKdjc4XRGu$h43fz@^>xZTTDgY2RDOA9IqNivxf1y|mch(^PU-0vYQh0=tTxQwM5*%Uf`6w<7XH4TD$So+RkuK5Pnv`T=u}}7mAvZZGNsbC-WrZ z*0Xi}Utn`Dr>L~Ca{CXkk$M&&3}Vl(yTcm`7uui^$w05#)%NxH8^4qk>JhEz2k-tQ z^1k{c-Wk4F1(D|VCtq?&5B7j=!5~vnA+=!M` z7-*~!8h)wAtC-^N+lS^wG@_=)KxZW)As{WZo1-@E)X+y*_gUT3k%b#aVn*yxz;EXv*P==7QX#eL-|AZF5Xs5u4di@FKV2rx5{NjKMC>=9e`CNDpW;+D_bI{#-a7i zl!R5)*<=s;&q~)PtHs!eBHV7V~M7L(#M1OfLq0{yXxla z@PdneZWSP0XUqbyLkNhSKhUf5_9{dV@jf14LU8NTtX~mAPTzIH$T*MQkyMq2INAyJ zBKap);xieMGZI39oWTh0TiE%l`jp)( ze*mMysbAUW{%XqSx0eS@c+$t2h4;U@EPuBs-5GVxI5IdXqdyxEv5@^&IKdmUYvmUK z2|0?(+C)5+1zWy=4$~)9ip6j3F$TwKV!N?4KtrmQBGWs$M6XD;QvO*$Xi21y25x$ehZx#78RuY z?N{}19a*p}CR&0flLpHf^Yv2p23?n5pk<*&_pAE1`YSj}hyJXD9zcrH(4nJ%DT{%z zwoY~&bgeUDG3v@*S#C5-dQi~d_3}>?SfoP4_UTj9`44^jn{zSU0CDQwD_-Ja>*TV_W1SIha1I#<)N8tec)E(8J!cTA!Cbm_KpbdoLl;i029`jF9~> z(v1qlmqi)_%3FinOQ{v9&wsnXlbCKAWN%ymFj)07z06FDi_|pHEKUuwMX+E1b(N89 z<|LNej1F|fUcZmA%R&FKsG4yi@J%tE<1vENkpSgoMc{nGs8wU{NZJtDwbN;3tJ1LU zYut(qVzrvmBh!>HVT$8TyX;%9b0_jQM0mW)K@m0HAm`2(znGv8vzQC+S}1I@UzkPXBD zPh^Kj#^GS@w{V##oo>)sH*58U>mSG2J7oXxOJoRr4mF>{?xhdQo|Nfs@Z`;cBKy6i zmv`pk+%PmcWQ*D+a2rhpEYVMG>=1Rd%UlarV2mZUzw+kheMTk{Zju=v9N9ySEJadn zl_HfUlZdOg^zX7wW#`<_e)r`{s|=O$zTcu$*S%WEcd6bTki!tl2J;%Rpe4`|+Fg4> zl~H{UB(!)Fr{K?rW78OFHr+NQ#O-dT5Rw0ld&yklbppzJy{PeWv9kYh->LO04~tKm zMfT1c_~mvDq0V`sTfyqX*+GqTUNznl<8Iy*$pH%&8Dn3z-)d-Kq7GLxed5JJ1F1&6 zeCUo+-T$iV0fWUFWe3JsP%jiTH-zcm5?-Hbu>HB%-{?L<5#y>HTBMA6Eg{EZXKX{6 z)(Qj=)l77FrgY^~4)wqc6}l3Yzy1<;Z$8%|W84Yjr^)>#LYmy}^t?k}F*=Wm<)D_}n(F zjCXbvs`q?l=XiKlbvXOT=wrcWtOdKX1^}yK008ZOt8A#LGD9K#hlt%Vh+tL_UcT1tMp8 z)8z7NV1^QedbJ*S)cT-g`PA_w#9nkHMqKHgc}M276BP2a5C&+9PS!h7kU5!!n!d_D z%lwCT=d*y^SDzl~iip%YOk+J>$O}BRRbstsO0I+&IZ4+)elvUj$9vONdlVM_y7T#s z@jDmhT1YK^y;kTl|3#_s2e(%e^7*%Zo4G)}w$UldPbPy0c%F;WYUclfRd~cNGRFNj zzWfV2T?qtGWxSY^|HtzWAHqfw0ab*xul|Ld8VK8-NVZ1VZl4=J+RPj(IWSEFC60Ek+r#<5W>%II5 zj{61$IhVc_1jV~5PaJ%aHr+_EpE}l)Rb|LlUvAaUkYEnH((oHuJZqpl3Y|(H)t^n+ zi;_6O(ay3xg*By!;j#p=zK60O)zvOI!iEIE;@oG^o3?iO7aY5a;0~WgvvRkcJyUOA ztdcCyjf~m+RtOvX7%(jH6PF7&GKYZ}wB~7dzn~DjwbfsDgnl|zeb;@O>v8?lA^#v- zfKg;*;s~}ZJVD(?$N_i^KHkvGWqKw{W11{ry9#au1zI&er}OMPAGJRi4!@SZfXuH) zPAJ2f@&wuofah$0aQ+`;cHzqj$S;Ujs2bMz0yBlEgMYV)tgq25W46WfV1@`jcnD_l-tV)riLExzBL3={KJvIQ%QbU z?YhQ*O-D(jm!SVNL~pj>s@U_=Z9$FoMAJxKQN5uM!RO!~()S7$LtC%f4?qdkEM-^; zEWTqfc5KZxOSlDUavN`G7urCU*)Hvg)(68iQCqihKObYqUqIQ6&o+k@!17smS%$$l z6}IIhyaf);+}O<^%PUkcoH!LE$8rGn)waifprbQHY!A=s$@J|m4YnelBS6YI zJOE=NAw_s5%mDoHArX~|8N-FN}g#+rybiR=|Ftm zt?pO1I$_I~Us$VxVPpEo5V{Z8M#+AO+F;}$RdNZ3vo+!JN9U;p=A!(gkFE7Y8o?VI z0>%wk*5l;`(;R)o#=dusU;w5mP^=#iR<7Uzd!tBT&OF?<8w~-MqA2}h#5Y?7g_>^64(v@Q(9@kIL_TSD6bOx$w-R^-qU()bg|nY(QvM{YD>1C$_%G-w%yz5c z;}x}Xt7DGgpm4FC)JoONVOH^ljg9H!J;%XZd3XDb@ zZl2<3SCndC0pMmW0B2@T5$Lgh!}JVp0aH^<(F3$A2JAhn@or=y%nc9V4D+~)FZ8qA z#LSsp28{WT#OWo82*W_10C>n@CRF)JLuL7c@2sNq4`7l7i4D(nc?^z-40SObw+@C- zCYJRk3HJav+2Xny_C?T-!qZJ{s9p!SeVw%dr`EG6E_4_LiQn6fA1epY?w^uS0C%9B z4YloaUxa=%m6#ibOKO4CZ?CYviP{BVp|>=U<)zuq?6o4iR4t9s0b<^BQ7U{)K${K#!D{o^| z`B)A;l@MI7?Bl+$0`e8_v>0%Nre6=i%a<-7`b41FFs4etKqC}uvp7sWOxi2-tZ zx5kYdvotbj`a+885ik@cU~f{1Y8gd}^K%h?FwZq@N|vjEqee3KD}9Dq^j}IWE%`kC z?cj`9Zn!UW-utlL<1*3T$jJh}%Nt9&X81G<*!9o9XlgeP<(i%P!u$x?;wkRW&z{Hi zH8Tmbo!lU!A3)>a(sIxJ!coExq&&YTUmzc09o9jv+^83@aHEhwTqcHZNX@5VCbm|* z<&c-1)i`46O=R>vP4AefO+Q&2r?qt^7;;+0k6C? zPh2AV&8M2sR{OvHamP98bzj^fyyy2XRFQ>svLNcLx8$x-aT=stBLHDZ^lt3``a%Em zL-j7e3k7qcISK#!mmvTBA_&k6EtBFOtPi4u75M*+H972tL0r8(W z4JjQOmb{jSJqcdS$4H7b#z*okyLMrz?nevkn63Oeu&Vqs+(IEraUXUmn+6o_PbeUf zU+Xz6%~DFZs@#C66r)HiU6pG?Kq8d3c?aCSZTGV!eB52xPBm|4+(pQwYFID}vAR-fu9KAlBI1-bJD|AcEAmtc`sUu$!Qmit87UT8GlcBDsjGx^N&~1@mUv?#f8D z@cBzu%|Lc3K@drZJ+af%r>pQ#mm}4QnXa+__|*T;jdIQFtS;vwAvTCO{HPuvCoI9` zT8j8H*B23Y2QnEWMqY6WA&uyxmGSe7ej@I>{UOR$)W)TXY)U?yl7!J*JuU}GO?oG9c5fakJn1UAm$PfnI1 zFf+sETU#_&QxTjQ5t{2ETuxg!dl%BmP#Avx-^|l8>zU#JLi3Povr#7?n09@+4IKP0 z@CzUqPPKA?py@hoBQjFKy-9~bG!vgU0Mm?Ms4>t1BiO_Kek;C(x-@ekZ(|x(vn ze|XWtnE&croDo6zL_yE2n}Uh7fNWxi>#A}0-UhOW%24cfCGs|EfPXyz*@` z@WK-yFkI4H+xFmNP|c*e#i2>L4JQ!pXu+kyDX5Z>dJCAda$r9JECTTW8@MC&A*~(%~FcYe!+T#6<`5QKIzZ7fr&a$AQI(n2SGE&3xq_q6EhSbS`PhzPH5A-^`zqG+aO| zeID>FZxMbL2_$4NBeK6Dg(HpmT9&7t8HiZDxi0;9SmgC%-bv)#?}z0!OHI@YC^F)5 zH$;o29ty)q|3!T9If9p*8!jz$CzD@aT#O;VHFOM*sc_T?c>89S9Z0cGcz+VmD;*!v zD{op2xE^fHpA+hyM<$KLJVr%4=aruYZu0B?jCxbd_Xs{oqLsn9_#L_rCLoCD3$^eH z0C^d5Kho<%&Ce2q7n%n<^Dz^C<0`3LVy3XbiD+~B z_M4Sid{WFFyUXT4Tff7LFw@ty)&L0rLqu#w+i81UNKg&@ZA#2z>oU!fFYDT>3ufKYt|Lx>j&M8)8dOG(`@+#Z1bu zqy-g1p^coV#7MIb~|PANr3g*?z{!CiPn_3%{dSzGw$-+AF(9i%sIzm8EZ z@x5l^+T^?n4YyCF956-3a%~oUK)YUMou$Zb(W!=J(e^dDzwv2=huqhJ#F`!0(ot|B$Pz%zIZZ}a(;7ZNDbb7*bUFf#Aj0d`yOw#bxqSuc<*z1 zZBoq8F7`1(q4a@6iS9Nj!n$$aiDVBnr)&!z@5xDtf}H1x4`Uo3rgvQ zNp-2;ZcQpo+&*aZ8Yn;Y6Z;7<7NX9w{?cWCFh>6%5$Q+Cn|-!oZC~#H`S`(!^D3}1 zvW@Eh{!13D*CZ=Oqw^&H@B9_m^7m8Ai;e+ZtnZCCEP4Ne<**q39kqW~1{`-5a`2q@ z0s{$Rd3CCLeA~PuwzMO=qttmxBlAQM$#>X-%geEvUoq&C?dG_>@m$56IAo3XsGin) z@kDmeHH+)0uAKT__0kYc49>g#zyZg}<4<~Scf*vf44tQlQ3jyREmsKLjEMs2_~G{ z1I)O6^GThL?z+J#a}}nD-5rpA6iz2G)dLP(v#Wk=686Njw`G!UqlV8Bh<+8l?^gC- z*mP`Hk$*osQYBUR%klm*L5a1Q&8-&K2Xz07*r_}&o$vOz8YQ}QSFgk@WTu@x{CJM; zcTug^FVGGKZDyN7{>c$R*zDWkXr4CrO5baL#GpM~Fi!o9^dC-^pZxo~ z0!tHOx<$IdQUO8#Gtg?F-eVVl^*Df*uUn!p`%cxS$PxSjqu|Ol#Utl(Hq3#ca1-Bq zQj_xvN!hh3VZK)X&eC9NMq_4BUxN;U)BMu-jU@Zdk@xt(+hN6~o|`7jMsWpR>ZLNy z#N=eBJt1LHzWaO&d_b`~HyH##fuQADk4z;T+%Ou#)PCr-S7#C_ z+`$*WFzo;P?%wMc^*aw%;3+Es|2Bez^rj6e;Aq*!Rs_3&&j)Z1WL>?IUMRhX~^+=Gq1**~#M4i`~5^ z4B)#r@S5=n-)mF~dPc;UA3b`D=y|;^TaspsDLz#izlZK?>g5@eDNdX~CNU)TkET!pRly$AWxR0oBuY{|>3i_}FXC@+?6+Xe8CVSx) z<#-B`d^g1J_bcfvi|{8XKf4sgJSEoBO_UqTdydT{>7I%YbrJng9FIn%+9}59MJiS( z;^gYCQ^R4BGPmXzRlwommV?2+4J6*KpTp2!y`^Y~1dMsfyGZm2zNq}*WXk95 zfXC4iVW&S@$*r+QB(ZH)@{Y6k+26lPQu$Vd_Ob=enDeMjhj*UcsYlQ1Y=2?aB3d^o zbTOF3$vM#r@yehyEEse=Parco7$W4|$f??;E(#G<2KZd@^6?Ne-L}TFG9nC7H zM=U^k-^UZ-DIjFlWN%k852k1n`1k4S<=?<Kj$X`Sc1A^!zngcj-+zaJu$U23P>+}sY`6lTS1{yoPb!8kpOib!$@#Z_ zFL|^4%=obSdfhXP-8{Ar)s?OTpJ>4{bXYlC{(ScdlIJqnbL!QFgPctoEE-gMLP`I8 zp?AJxh062+V(a_~<;td?K-klP*zOwGYg}s(ov6Csa;j{I86-4Yh~uiJUhl36_5-*% zu496b_&^lA(|x{eIsQQTI2sxG@DqYPhuv-FiMnR*f@Lb7m;VmMKumP4w#9nRqd+LFeCS$gq7*Jz)@OxSC{YNxJrg4rcu>#vJXC$O)_57q4!xg%6T97x_u)Y} zTqX#UiV8r#*FNq22gj<-ENJeDpf^WTxD})o216qT`XV`n@~Bl(ZGB_J2ZKyu`3aYd zC2vMp5LSOAw^RgV*BCH>(Gv^Wi1!PK#mX|<@!@%QQ2UR$GS>mZj(+I}nY9{tj2)@# z3i9m8v-E=2mx0JRi27;pF;rT*5;%Q8Z-pXg$rY%Dg=I+$BVk#MapQUI^FRLjRkIoJ zefsDiXcy$JRx$kOpd-=Xl3qLoqj+Zfm&lx2ZOhmNUp@lSjlbEI#HQL-#&;icDEtNj z-(SHl^=BqJ+VQ{(`y}y5;NW=kPyP zDE4+MufGyc`iB_iB~ijn@}6@Q4p+@*4|~OXgKzKQ#1xyhR;|1^%nTQoPrbb_lX~0e z!WybKdOCZlgB-yYMhb80YQaq`x}_QpM&I<_#8^#{~mVvaUe?8{DHJBxQlnjpAz zMcH*B5Cv=Pf+9hMta}f+kA6DGOmCy^hUnAPnc5<{cQe*EwEaUa84--+{@`}^92b{3 zI5K)b=P6!?pKfhL*ZI{lLfC&~#dX|vLG%e)a6>Mss5SEG+t$e_Hl;LdJTeRzlkJe1 zC?9%i9)!-xifrucI;m}skcuu<|5h$yO0U=`SF=>8{pxsO4}0XeOws!U=oM3-Hp)ON zs3?rJ&A?Emft?RmdZ{JVf+xI{C?w9R$ zd+m1H_I~a4em!50=l$_~8gXsW8R<{>6JQ=+0n)T8K9)x+Q;(K0|B<+O0Kty~x8?ie zgnvPW$4VPBN}yJW6wx1lwmk~1N-Abh@b~kCs3enke%Mjf0jYF7;BlM zN-Fa;cp1-?1Ar^#=&GNVQ~GSJWna(E%jmH67cI zB;jhbH&EE|wwHUEGkx4m1P#-l-$eqkZ|@{tioxK0;=aBVb@dN50&XFH`loi(Tst=W zrdNvNc~Z$(=d=6k5tvRdYDhC_yBDn}?olA5h-l77QZGuTKbQOTk;FD0E2}(sj|3i+ z03B`G2hcU8MM(kcNhTcm-f9V5JLkWhvFn#lCR=(><4-H15Mk0Ru~g=}ltJ|#@1jJu z7kMu(j8CU>USB?Yt-6$4Xr?+c*r*)=;^pcK)4(6`+6<#CE3M}qR0j@X${ai$)~tLP z2&ht>NSZ`Jti`s`p!Lf5#`wR8zC#a>eVS>J$a)zyN8xw7>c-?(zlsO0&F%K0gu#o; zOF40H?*4MZnu(?C6;?$Dr|UJi3))S$1_oM-?n}!s65I(fGe-DS&Ta1nGv6qh|15_fnsODSui*o{+mor)XIG4uv@D8lb}7ZR%lP9EyHo0+I{Epg}WiL zZqw&M>s`wg(lGDcuGGjrCh%EIx~hAXe~D-V>sow(IASms$Q;_*t8hWmymRa%_1 zVS$Ppd4p1jal=jkoi(r;2g0hq7X0xmq@?69Ea0%rwu{=F&X(0{=}p!Ohmy4CfPkow zX~-qDW<3i9xaw)wv&fyKF_{TOJD#zyXP@2@f4#vH^32sr&?o#XI9^5s&J7rZ;}f{` zeJfy<#i1(5dPHA`dT_-0oMCq&YMgvmecjC#%+X14eH>`5LVpgn+&|(vht5yPvMYdz z6fw?rJlHSuT9iKN_$s)Yd*K4`OuV)pHk@C+6eLS?LSK0UO{QQvbLqIZ!80nA=Ox$7;OMW{{6%Q$LMf4MId=myQ z&PizTDcfOe9#PRLTGGB5l}(%zuD63#D{3PAZOe=fKBLVy597*OC^Ah)?& zH#;(v?m-VCZFQ)YsrM4w^gjW$`O$j<->1oy3x7-UozmcHERafsF00Wy0Bv~D$qc4t z$;_~$*)naps|->WPa%r!P@rsf%0mB`#EoE} zpGGf`EQ(7GYHM=k(b~RmoiIX6(Iq2X!wLvCE(&kRG}%vYb1Jk@r=S)TW!)Y|#v_u3`j`Z%X#wfOuv> z%oL90OUyY=(*V@vcM0#_M!VJog8O-l3sKPAJr|vYHmiO65#UmDtG3{yzAt$_liS2Z!^ zPv2<)2$o~Rvj7Mj6IB(5vonaP= zA0Z9%%P8ExA)WRYsi;k5Mo9yL@=0}GqsU0-eubb)U~)Z}7e zsp+?pIzcrgew+0jv#c>S&j)%?1vKWkX8e%dI&4j~ZsO&1ZJMrunmP7&;x=)R@8Q`k zZ7xMa?92qn8;xn|`T2L!hQ{Pb`!uILf-d)2L~;c4caJ!HclvlmZkkwd!Ku?8{gOVx z^2QNqmTzDmf=XwHd~pISV5?lbLuwYUK3}AvYT1j@pxa~be5M%lvKlk7oF0JW-G=8+ zY{Yuu$H-+V*W!NpWN+F#am!|{w6{#@_rbUf4)TsORd6^B@3lAWLG{d)t+o>YR76$ne6-i|w zy1K%}Vumy~Fe`{3F@;?&(#Gtq33Tb#H(V-=@!4K8jZvjPHXB)^NGtoP5xY|IrCTDs zKR+?MhMJO0;@AHQNh&F63`vD+vM_X&I~1h;qV4*>*mmmn`onY$$zlf_u{Vj}kFZgh z#?X(TFTZdi5JKxsX$f8FyG8od{dR#hF3Nqf* zwERwE$8C9s{DFqMLuqApo(yt= zJ<;rebZW3$!e-a@+jSovZk5LS5r|Pq8eup(ryQasU3l8Zw(N~lZeaH1ZDqGU1v31z zTQ5MBF2*hEa1jm1T;tcxyGQ$+)I)j1>B~$WTkaW(Eq<7V^W?`=Hfmr|jHSola?!-L zquv7k@?b1MAUauibv3&o)*Su2%4m;#2HAnkkDtDmS@BEO*s6)mhpikO*sV^Y4Cj63 z*jSKLX3g$kb29f5Sdt@Ga0&+K=EdvEUeErO)E*cf!VK|t#v1ITBPYN~@R|RH^7VIA zYw$!Ov7bpi(f?ErsjCQW*hQ>o&LtT~r<$uG)WivA{4pa_R=JT5n8B%^Em{^E)dWFD zw0w@$tQWc|CpJ;-?(AV5Uax6hZ=p}V3ejes#4kr^llM=h>E*z}GgK98no^SWf>Zlv z1W>ZnrgXdvi|8VCyJ;FA3~MnYU)TQr)c$LBJ{1fI&L=jZ)qF>ngGpqVQdNT+i{4bh zfR%@e9gK@8U+K%PLo?^_rZ2|c7-Mf=NHp226Bn+tAXZZeV^3kL&7BeDXLO&Z;5vp|bo5pyuXMmEtvw~lQ=DkgR4e?NcUH|Ie#;CPXo&$V4u=^>f z-Q@@=ArwoZ?xL{a_$@}=y@8=Z_n2@osiTU09qwt${|jGT6FNB?=9A-NX|a~8Cs&{I zH1m4|M=DtJ2E70ZrX&UY2kW$BZ%+TyOR*kk4G$Z0DO-(Ik>e@Wl@6*7nno}u%nklY3G5_sL{VOF z9>qf|o`{am1!^ty@e_q)z-z8!H`o$hJbUK2`(qa7wX*A87R5YjmB=p#3cIKmf$b;R}f6W$<54NZ0Pp3#FbF6AC2}<8fG=QXPI@;6Ms${eGWGL zatb<&B(@##_Ehc7a&L%ZFWp>NJFAJUK2hX_7Tr0%Q8|gNF>WU8%z^BUK=M?4$z@_o zwOmf-QLM1$ouOIrRHk^!$#7YcbD17lIcN)Hqh6@oO4PMUvWAp4#lvG^HOxU5xxP%x z@7iu6S<#S}FeIkZrN)Gm@Jntz4=$*|SXG-35U)n5`IOpbSohjyIB;zI1(?39j}4wk78cBih4%Q^PZtM_ z+&uXke^4C7UU@o%`|;H1*YdQHm`O-Y|kpAP)B*ejm1x+X)lk(EBbiy6PnJW zoIO1ZP9afzQg)3i`?sml!(TP>6U%qh1rE6EJEKACW}20guwx7kYHSc0o^QnJ8{(^& z=^fvD?jIfavg%uV^DTN3uZ`8o;nDH&3Cdc6or*C5m3Fw2BI{p?Pt<$}qOZ0K9lLmY zaKI(qyft4EEn%VC$i#y^3B_&Q!u~5^;OPKvb*5*478Q2`71kT4GVm=A(ez1}^98nW zZ+@cn%yZ=(ZlB>k;qAKzKMoW`F6Fcq|78E!qO8&Oc<=Pb9F&q!@VXzZ?gozDh4g9n zE|~D(t2S|@#$e~ULQdA~zWG49XXGd!o6?%f*(H5LwR_UGNaIHTowA_%()$qMa7=DN zTg=8`RT{K>9U;8NOw5p{Pti*# zbT4;JjgD@=-?hyoIlB8y5Z6TTdi|xA_&fcLM0 z$0SB8?rVSOw4d}tmc&^fsIeo-5|4Z``f=p{ zf6D(cD~BvQ%VcR?`s0`%uNjy$Z8e&jw3DmDSD ncK20}g4aKkEY_EEkXwP&T_M}(Jm1y13Ox3^csSD>eUttR2WoKY diff --git a/docs/source/users/tools.md b/docs/source/users/tools.md index 8f072b004..553bd1f2d 100644 --- a/docs/source/users/tools.md +++ b/docs/source/users/tools.md @@ -2,7 +2,19 @@ In many situations LLMs will handle complex mathematical formulas quite well and return correct answers, but this is often not the case. Even for textual repsonses, using custom functions can constrain responses to formats and content that is more accurate and acceptable. -Jupyter AI includes a slash command `/tools` that directs the LLM to use functions from a tools library that you provide. This is a single file titled `mytools.py` which may be stored in the default directory, that is, the one from which Jupyter is started. We provide an example of the tools file here, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. +Jupyter AI includes a slash command `/tools` that directs the LLM to use functions from a tools library that you provide. This is a single file titled `mytools.py` which will be stored under `.jupyter/jupyter-ai/tools/`. + +The usage of this slash command is as follows: + +`/tools -t ` + +For example, we may try: + +`/tools -t mytools.py What is the sum of 1 and 2?` + +Note that since the file has to be placed in `.jupyter/jupyter-ai/tools/`, only file name is needed in the command. + +We provide an example of the tools file here, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. ``` @tool @@ -56,7 +68,7 @@ def calculate_monthly_payment(principal, annual_interest_rate, loan_term_years): return monthly_payment ``` -Each function contains the `@tool` decorator and the required imports. Note also the comment string that describes what each tool does. This will help direct the LLM to relevant tool. Providing sufficient guiding comments in the function is helpful in the form of comment strings, variable annotations, and expolicit argument comments, example of which are shown in the code above. For example, default values in comments will be used by the LLM if the user forgets to provide them (for example, see the explicit mention of a 6% interest rate in `calculate_monthly_payment` function above). +Each function contains the `@tool` decorator and the required imports. Note also the comment string that describes what each tool does. This will help direct the LLM to relevant tool. Providing sufficient guiding comments in the function is helpful in the form of comment strings, variable annotations, and explicit argument comments, example of which are shown in the code above. For example, default values in comments will be used by the LLM if the user forgets to provide them (for example, see the explicit mention of a 6% interest rate in `calculate_monthly_payment` function above). When the `/tools` command is used, Jupyter AI will bind the custom tools file to the LLM currently in use and build a `LangGraph` (https://langchain-ai.github.io/langgraph/). It will use this graph to respond to the query and use the appropriate tools, if available. diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index e1fbe6cb0..1765ad076 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,6 +1,8 @@ import argparse import ast import math +import ast +from pathlib import Path # LangGraph imports for using tools import os @@ -58,10 +60,19 @@ def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.parser.prog = "/tools" + self.parser.add_argument( + "-t", + "--tools", + action="store", + default=None, + type=str, + help="Use tools in the given file name", + ) self.parser.add_argument("query", nargs=argparse.REMAINDER) - self.tools_file_path = os.path.join( - self.output_dir, "mytools.py" - ) # Maybe pass as parameter? + self.tools_file_path = None + # os.path.join( + # Path.home(), ".jupyter/jupyter-ai/tools", "mytools.py" + # ) # Maybe pass as parameter? # https://python.langchain.com/v0.2/docs/integrations/platforms/ def setChatProvider(self, provider): # For selecting the model to bind tools with @@ -110,14 +121,14 @@ def create_llm_chain( /tools """ - def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: + def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end__"]: messages = state["messages"] last_message = messages[-1] if last_message.tool_calls: return "tools" return "__end__" - def get_tool_names(tools_file_path): + def get_tool_names(self, tools_file_path): """ Read a file and extract the function names following the @tool decorator. Args: @@ -125,16 +136,19 @@ def get_tool_names(tools_file_path): Returns: list: A list of function names. """ - with open(tools_file_path) as file: - content = file.read() - tree = ast.parse(content) - tools = [] - for node in ast.walk(tree): - if isinstance(node, ast.FunctionDef): - for decorator in node.decorator_list: - if isinstance(decorator, ast.Name) and decorator.id == "tool": - tools.append(node.name) - return tools + try: + with open(tools_file_path) as file: + content = file.read() + tree = ast.parse(content) + tools = [] + for node in ast.walk(tree): + if isinstance(node, ast.FunctionDef): + for decorator in node.decorator_list: + if isinstance(decorator, ast.Name) and decorator.id == 'tool': + tools.append(node.name) + return tools + except FileNotFoundError as e: + self.reply(f"Tools file not found at {tools_file_path}.") def toolChat(self, query): print("TOOL CHAT", query) @@ -169,7 +183,7 @@ def call_tool(state: MessagesState): exec(file.read()) # Get tool names and create node with tools - tool_names = ToolsChatHandler.get_tool_names(file_path) + tool_names = self.get_tool_names(file_path) tools = [eval(j) for j in tool_names] tool_node = ToolNode(tools) @@ -195,7 +209,7 @@ def call_tool(state: MessagesState): # Add edges to the graph agentic_workflow.add_edge("__start__", "agent") agentic_workflow.add_conditional_edges( - "agent", ToolsChatHandler.conditional_continue + "agent", self.conditional_continue ) agentic_workflow.add_edge("tools", "agent") # Compile graph @@ -210,6 +224,12 @@ async def process_message(self, message: HumanChatMessage): args = self.parse_args(message) if args is None: return + + if args.tools: + self.tools_file_path = os.path.join( + Path.home(), ".jupyter/jupyter-ai/tools", args.tools + ) + query = " ".join(args.query) if not query: self.reply(f"{self.parser.format_usage()}", message) @@ -226,7 +246,7 @@ async def process_message(self, message: HumanChatMessage): response = """Sorry, tool usage failed. Either (i) this LLM does not accept tools, (ii) there an error in the custom tools file, (iii) you may also want to check the - location of the tools file, or (iv) you may need to install the + location and name of the tools file, or (iv) you may need to install the `langchain_` package. (v) Finally, check that you have authorized access to the LLM.""" self.reply(response, message) From 6774468568b38b3f71a140d616b9ac6ad3fbcc25 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 16 Sep 2024 17:38:08 +0000 Subject: [PATCH 10/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- docs/source/users/tools.md | 4 ++-- .../jupyter-ai/jupyter_ai/chat_handlers/tools.py | 14 +++++++------- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/docs/source/users/tools.md b/docs/source/users/tools.md index 553bd1f2d..ac3f73917 100644 --- a/docs/source/users/tools.md +++ b/docs/source/users/tools.md @@ -2,7 +2,7 @@ In many situations LLMs will handle complex mathematical formulas quite well and return correct answers, but this is often not the case. Even for textual repsonses, using custom functions can constrain responses to formats and content that is more accurate and acceptable. -Jupyter AI includes a slash command `/tools` that directs the LLM to use functions from a tools library that you provide. This is a single file titled `mytools.py` which will be stored under `.jupyter/jupyter-ai/tools/`. +Jupyter AI includes a slash command `/tools` that directs the LLM to use functions from a tools library that you provide. This is a single file titled `mytools.py` which will be stored under `.jupyter/jupyter-ai/tools/`. The usage of this slash command is as follows: @@ -12,7 +12,7 @@ For example, we may try: `/tools -t mytools.py What is the sum of 1 and 2?` -Note that since the file has to be placed in `.jupyter/jupyter-ai/tools/`, only file name is needed in the command. +Note that since the file has to be placed in `.jupyter/jupyter-ai/tools/`, only file name is needed in the command. We provide an example of the tools file here, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 1765ad076..c6ee64490 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,11 +1,10 @@ import argparse import ast import math -import ast -from pathlib import Path # LangGraph imports for using tools import os +from pathlib import Path from typing import Dict, Literal, Type import numpy as np @@ -144,7 +143,10 @@ def get_tool_names(self, tools_file_path): for node in ast.walk(tree): if isinstance(node, ast.FunctionDef): for decorator in node.decorator_list: - if isinstance(decorator, ast.Name) and decorator.id == 'tool': + if ( + isinstance(decorator, ast.Name) + and decorator.id == "tool" + ): tools.append(node.name) return tools except FileNotFoundError as e: @@ -208,9 +210,7 @@ def call_tool(state: MessagesState): agentic_workflow.add_node("tools", tool_node) # Add edges to the graph agentic_workflow.add_edge("__start__", "agent") - agentic_workflow.add_conditional_edges( - "agent", self.conditional_continue - ) + agentic_workflow.add_conditional_edges("agent", self.conditional_continue) agentic_workflow.add_edge("tools", "agent") # Compile graph app = agentic_workflow.compile() @@ -228,7 +228,7 @@ async def process_message(self, message: HumanChatMessage): if args.tools: self.tools_file_path = os.path.join( Path.home(), ".jupyter/jupyter-ai/tools", args.tools - ) + ) query = " ".join(args.query) if not query: From b2cb1683076055cd10825d247a14a040684ee9da Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Mon, 16 Sep 2024 10:41:50 -0700 Subject: [PATCH 11/48] Update tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index c6ee64490..e781207e8 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -69,9 +69,7 @@ def __init__(self, *args, **kwargs): ) self.parser.add_argument("query", nargs=argparse.REMAINDER) self.tools_file_path = None - # os.path.join( - # Path.home(), ".jupyter/jupyter-ai/tools", "mytools.py" - # ) # Maybe pass as parameter? + # https://python.langchain.com/v0.2/docs/integrations/platforms/ def setChatProvider(self, provider): # For selecting the model to bind tools with From 92f0b29c3d984a066b8517b1c34c272e8d77a646 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 16 Sep 2024 17:42:07 +0000 Subject: [PATCH 12/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 1 - 1 file changed, 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index e781207e8..2a32fe45c 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -70,7 +70,6 @@ def __init__(self, *args, **kwargs): self.parser.add_argument("query", nargs=argparse.REMAINDER) self.tools_file_path = None - # https://python.langchain.com/v0.2/docs/integrations/platforms/ def setChatProvider(self, provider): # For selecting the model to bind tools with try: From ea43c8379133e1fea3966cbbd0e386e1a98573d5 Mon Sep 17 00:00:00 2001 From: Andrew Fulton Date: Mon, 16 Sep 2024 14:41:43 -0600 Subject: [PATCH 13/48] Adds unix shell-style wildcard matching to `/learn` (#989) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * adds wildcard matching to /learn * Add documentation * improve docs * cleanup * adds wildcard matching to /learn * Add documentation * improve docs * Update docs/source/users/index.md Co-authored-by: Michał Krassowski <5832902+krassowski@users.noreply.github.com> * update for test * improve test * improve directory handling * remove dir only logic --------- Co-authored-by: Michał Krassowski <5832902+krassowski@users.noreply.github.com> --- docs/source/users/index.md | 7 +++ .../jupyter_ai/chat_handlers/learn.py | 22 +++++--- .../jupyter_ai/document_loaders/directory.py | 27 ++++++---- .../jupyter_ai/tests/static/file9.ipynb | 51 +++++++++++++++++++ .../jupyter_ai/tests/test_directory.py | 20 +++++++- 5 files changed, 111 insertions(+), 16 deletions(-) create mode 100644 packages/jupyter-ai/jupyter_ai/tests/static/file9.ipynb diff --git a/docs/source/users/index.md b/docs/source/users/index.md index db42265c9..d6eb4ac4d 100644 --- a/docs/source/users/index.md +++ b/docs/source/users/index.md @@ -499,6 +499,13 @@ To teach Jupyter AI about a folder full of documentation, for example, run `/lea alt='Screen shot of "/learn docs/" command and a response.' class="screenshot" /> +The `/learn` command also supports unix shell-style wildcard matching. This allows fine-grained file selection for learning. For example, to learn on only notebooks in all directories you can use `/learn **/*.ipynb` and all notebooks within your base (or preferred directory if set) will be indexed, while all other file extensions will be ignored. + +:::{warning} +:name: unix shell-style wildcard matching +Certain patterns may cause `/learn` to run more slowly. For instance `/learn **` may cause directories to be walked multiple times in search of files. +::: + You can then use `/ask` to ask a question specifically about the data that you taught Jupyter AI with `/learn`. Path: file6_path = static_test_files_dir / "file3.csv" file7_path = static_test_files_dir / "file3.xyz" file8_path = static_test_files_dir / "file4.pdf" + file9_path = static_test_files_dir / "file9.ipynb" job_staging_dir = jp_ai_staging_dir / "TestDir" job_staging_dir.mkdir() @@ -33,6 +34,7 @@ def staging_dir(static_test_files_dir, jp_ai_staging_dir) -> Path: shutil.copy2(file6_path, job_staging_hiddendir) shutil.copy2(file7_path, job_staging_subdir) shutil.copy2(file8_path, job_staging_hiddendir) + shutil.copy2(file9_path, job_staging_subdir) return job_staging_dir @@ -49,8 +51,24 @@ def test_collect_filepaths(staging_dir): # Call the function we want to test result = collect_filepaths(staging_dir_filepath, all_files) - assert len(result) == 3 # Test number of valid files + assert len(result) == 4 # Test number of valid files filenames = [fp.name for fp in result] assert "file0.html" in filenames # Check that valid file is included assert "file3.xyz" not in filenames # Check that invalid file is excluded + + # test unix wildcard pattern + pattern_path = os.path.join(staging_dir_filepath, "**/*.*py*") + results = collect_filepaths(pattern_path, all_files) + assert len(results) == 2 + condition = lambda p: p.suffix in [".py", ".ipynb"] + assert all(map(condition, results)) + + # test unix wildcard pattern returning only directories + pattern_path = f"{str(staging_dir_filepath)}*/" + results = collect_filepaths(pattern_path, all_files) + assert len(result) == 4 + filenames = [fp.name for fp in result] + + assert "file0.html" in filenames # Check that valid file is included + assert "file3.xyz" not in filenames # Check that invalid file is excluded From 3bee6f1a2d6910047e6ed05148077ecf40ca2964 Mon Sep 17 00:00:00 2001 From: Antti Kaihola <13725+akaihola@users.noreply.github.com> Date: Tue, 17 Sep 2024 02:22:58 +0300 Subject: [PATCH 14/48] Add OpenRouter support (#996) * Add openrouter.ai support * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- .../jupyter_ai_magics/aliases.py | 1 + .../partner_providers/openrouter.py | 60 +++++++++++++++++++ packages/jupyter-ai-magics/pyproject.toml | 1 + 3 files changed, 62 insertions(+) create mode 100644 packages/jupyter-ai-magics/jupyter_ai_magics/partner_providers/openrouter.py diff --git a/packages/jupyter-ai-magics/jupyter_ai_magics/aliases.py b/packages/jupyter-ai-magics/jupyter_ai_magics/aliases.py index f34826428..e34a31aa0 100644 --- a/packages/jupyter-ai-magics/jupyter_ai_magics/aliases.py +++ b/packages/jupyter-ai-magics/jupyter_ai_magics/aliases.py @@ -6,4 +6,5 @@ "ernie-bot": "qianfan:ERNIE-Bot", "ernie-bot-4": "qianfan:ERNIE-Bot-4", "titan": "bedrock:amazon.titan-tg1-large", + "openrouter-claude": "openrouter:anthropic/claude-3.5-sonnet:beta", } diff --git a/packages/jupyter-ai-magics/jupyter_ai_magics/partner_providers/openrouter.py b/packages/jupyter-ai-magics/jupyter_ai_magics/partner_providers/openrouter.py new file mode 100644 index 000000000..81c2d7ab1 --- /dev/null +++ b/packages/jupyter-ai-magics/jupyter_ai_magics/partner_providers/openrouter.py @@ -0,0 +1,60 @@ +from typing import Dict + +from jupyter_ai_magics import BaseProvider +from jupyter_ai_magics.providers import EnvAuthStrategy, TextField +from langchain_core.pydantic_v1 import root_validator +from langchain_core.utils import convert_to_secret_str, get_from_dict_or_env +from langchain_openai import ChatOpenAI + + +class ChatOpenRouter(ChatOpenAI): + @property + def lc_secrets(self) -> Dict[str, str]: + return {"openai_api_key": "OPENROUTER_API_KEY"} + + +class OpenRouterProvider(BaseProvider, ChatOpenRouter): + id = "openrouter" + name = "OpenRouter" + models = [ + "*" + ] # OpenRouter supports multiple models, so we use "*" to indicate it's a registry + model_id_key = "model_name" + pypi_package_deps = ["langchain_openai"] + auth_strategy = EnvAuthStrategy(name="OPENROUTER_API_KEY") + registry = True + + fields = [ + TextField( + key="openai_api_base", label="API Base URL (optional)", format="text" + ), + ] + + def __init__(self, **kwargs): + openrouter_api_key = kwargs.pop("openrouter_api_key", None) + openrouter_api_base = kwargs.pop( + "openai_api_base", "https://openrouter.ai/api/v1" + ) + + super().__init__( + openai_api_key=openrouter_api_key, + openai_api_base=openrouter_api_base, + **kwargs, + ) + + @root_validator(pre=False, skip_on_failure=True, allow_reuse=True) + def validate_environment(cls, values: Dict) -> Dict: + """Validate that api key and python package exists in environment.""" + values["openai_api_key"] = convert_to_secret_str( + get_from_dict_or_env(values, "openai_api_key", "OPENROUTER_API_KEY") + ) + return super().validate_environment(values) + + @classmethod + def is_api_key_exc(cls, e: Exception): + import openai + + if isinstance(e, openai.AuthenticationError): + error_details = e.json_body.get("error", {}) + return error_details.get("code") == "invalid_api_key" + return False diff --git a/packages/jupyter-ai-magics/pyproject.toml b/packages/jupyter-ai-magics/pyproject.toml index 90b9d5f48..aa7048f3b 100644 --- a/packages/jupyter-ai-magics/pyproject.toml +++ b/packages/jupyter-ai-magics/pyproject.toml @@ -76,6 +76,7 @@ nvidia-chat = "jupyter_ai_magics.partner_providers.nvidia:ChatNVIDIAProvider" together-ai = "jupyter_ai_magics:TogetherAIProvider" gemini = "jupyter_ai_magics.partner_providers.gemini:GeminiProvider" mistralai = "jupyter_ai_magics.partner_providers.mistralai:MistralAIProvider" +openrouter = "jupyter_ai_magics.partner_providers.openrouter:OpenRouterProvider" [project.entry-points."jupyter_ai.embeddings_model_providers"] azure = "jupyter_ai_magics.partner_providers.openai:AzureOpenAIEmbeddingsProvider" From 06e924e39081e1f422b0a7080b8af0b579e5f44c Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Mon, 16 Sep 2024 22:24:06 -0700 Subject: [PATCH 15/48] update tools.py and tools.md --- docs/source/_static/tools_simple_example.png | Bin 0 -> 40960 bytes docs/source/users/tools.md | 56 +++++++-- .../jupyter_ai/chat_handlers/tools.py | 107 ++++++++++-------- 3 files changed, 108 insertions(+), 55 deletions(-) create mode 100644 docs/source/_static/tools_simple_example.png diff --git a/docs/source/_static/tools_simple_example.png b/docs/source/_static/tools_simple_example.png new file mode 100644 index 0000000000000000000000000000000000000000..e7aa096e44e08d677f5b72d55891719d9b6bbbab GIT binary patch literal 40960 zcmeGDWmFtn*98jW5HtxE972LaqX8OdAh^3jV*!FYG#(Np!3hC^Cunf@Mgjza2X}XO zw_BV?&U4Pm_x-p(?|2!bx~r>dSM6GR?X~8fbMZl0Q3?l>6cYgf0Y^q!TonNU1&)A# z7=nQY96@W-W<@~2hFFS;Da(k7Q7b#yn_JqLAs|S9h}A;ZR_i26)l;RZKtNJ`Y5(^9 zCj`}(uMsod$!H!tlnwL$Vj@LEsE@@&RPr_dX-JB>)HX{<1Bi&=lWVDw)@?%Ldo*jbtDAYB|@}~T*iAbT5Iuae>F{&e}aAZ8zfhfX0Q>ykyJOq{YB&A;B zZuSBZJtX7+*jH=|28USe9L9ZUt%5!_*`g-G&piF2XUGVZ-BA_<`K^N5J^&Jw1!hV+W}((fy&Z>g8NcW5MY69%JTfkIY4yG>h@ z5e?p_oKL@De~&|h`*=k>fcc`r#rPq*NzKb&mMz|jG+ zJboe9nYJXm>}%FYDP6v#BYQKJfE1xhrN-P7CKvD-vsA*Lod(H-=RL(ynQ7~%7p9n8 z6OZ1#cx)NQ;*0g(6eZorFA$;`#r7aXWiozs6{nAQ>J#I#IK#p1bx+Mh3EvV;N-av^ zWGpuwYLg#$n;3^5ThP~9h*40ORwG=o#1BekQ}7nO@1Fe7PG;)+pgOr^{x;c&3w z4k}vU#F83?N1XYRN{M()>IdUu8&-MESCtUhz8N)ni70{*0%L)t5$8{&mebiFC@g3F z0g^s7B8dnB`KO-w_u?Lr7*JDDnsfZ8h(F0l*FbxOZ;*caQJ4^Fp+~Xpu|`GyL{p;a zLp7#GpOst55Eq+$+>HMd<8C1Ziy5yy2|2&uZtm#awtEn2g2QuKisPTkR29$A9wWb} zX`@bOwR>|l4~6l;FTZbwaXChQ_wcT!7kuvWkn&LxKKMa3{e#eF!V>&ME-!DW&DaKg zdr<9Ac?=x=rpfZe%=C$Q5pZj;j$2!NzFKJgEQ@vQE^9fLxw7XvU$A7@VNfLa#2L0I zReIr(nV6Ee6&1oVCcG;3$a+$_aY9T;_{!og$_HZ8>RZ)DWP)B&J}$E@=!RmAfW6H( z`o7Xw$_)0}RVcc+NYtL=5LWgzVxQ_3EvRRALFF;!SO{f%p^GOcbh@`QA}&*n&PR6$%~$8m&CLsY`sN5!AlBaH#blnwr?KJeK=D$noF>8S@XO5~~7S>!AJ%rqK^4CRC136+1|3 zkoCXQzy$kRbLPtrew>57(V>ymi&_W4Fsj>d5!xq@w;!aU;L?1E68$X8K%@S!>JjcE z#ny&l37FKg$F3hn#ocR&V?OA#k+l72J82VY!*9b~G&K?aAU;Sx5d)Wre#XX_rv6e_ zZc+lQSod=CsSkC2l)}%xWojo(9dWj&T2byFBcqF>(xQdcxEbOIlw_X;DkUiD$WF*w zX6vWBs6f7<44N^WC>FFlfi(elXK2=Z1FOxJY?&6OPW}?!l zRNqmb$Xn9L%9B&C&QDctD7*}k%+MLQe$80nJ^5G{XNO=1apxVWL9a@9M!Qy0hGwp2 zv75wB7Fc3NH6;t8(xBY%^5)Iu^AjjeNKh=A-n)Dby$sb1nWb#WCOQM>Pv)8CMXM&g zDT!-5^_9}Pn!5hF-i0QGthzZBltUbK{3!}+18YOogGxj76(1%?C&_nMb~txtCU+)% zz`9^I@B{FW3zKWarpu;Don{^R4Ean}-Ic5Tx-Y3YcNmX6yUjpJov~I>!x&l7S`Pg$ z=8>rkcZ0nch?ualu%2J7@4H(cPe%#?`ZFa&>C7RgS~Lpa6lA|e&-Zo!@v62 z+Z}=yh+1E?`qG+a7}1sv=w_%%Hni8Z`?l+}Glxf#oPGYK;4L3O$E*;MBxteDt{q0+ zPAbWq(Lel)yG`AyZlYr5xICd!2d)!6L0Nvas_vZaQFkGGM05nf!VfJa;$pR8-PKlQ zNr+2`%V+J^ZLBV0H@ekzY~&Dsr-Z0&8b%$~}xaZ2t)jsfy5I_Padf?yt>XM;E?k6q(kTMw`A{>W(I& zRg+|+@^D+`rPsN#53+z?tJH8U1_foM}YIqsYiqyVQ%+ zE1|nXr~R(e$&C@AcF!=Qo>7j-hF*B>Y*K@O&l5;4B*`1>qu^89IMNt--E(v9J9V8} zYNMl5U{DZ$t9bkPPV9DXB6VA58y`_y#6iST#OsTuk@tLEGrFj`D2ZsLsL%JJ?_6({ z0v^6>c^MZxz5K)xmQ1Q>_|0p*;MXYoNXdAKt8rw@PRsL!UekfnuclgI4aCMIG$F6w zqeLhFB#b`GD9Febr--1Fl#gLKAcf56!TiR`(YLi>idpwNa zPCxt%u7oYkqO>hfn!wGxVNxbq#$L-2_~~O*8EclG{(OzbQeAs}1c=1X^zBK2C4Qe0 z_vg=C2kXyHWTs`%RUhPj$Q4j)a-gjpnZD&#)YZ_XitN?v_4B;HC#mwmyXtMxb$S;U02-n#wr!B9xz*~N{y50GFEqnFFhYInD^wG}t zm>h-Ohf|?)Z7FJkIR%M>^bcZey2TFZmU&jKTd6Ky>Fh;?V!dE%BgQ1I0+BYn-buI5x*o(b zQ#2zqGbB19GCX%3F1Gfi(Eiw%>61G(h|~SPTfEzj<;ZjqV?k3_S@9! zic*`U9EBEz>KEwtMa5NlMdL50RZCVjMgs~h{7i2(%X^LVCaQ|3B&G!1+qPd9Iu_?n zSk^dOvg$Gy?o9Cbj;+if){||KZ@$h2I!o>EW{D4O3JIYP-Jo z{Z>Jln+Ba5i<Tz8Z*`I88w-lqDsl?sx({ypI!N132GKP7LjR35cg&H+C?^24;Bvb4BKdRZ574k z%*mP9j@`~l{4|IMdRj9*&5^w{PB_O*UyP;2ogUWuc2fjq6XR z6^jX-<%xD{yR<^0Lh)&lUb81JuNR%|JJS;VG#e^BJoZ6NO_P@&FYBN(P#ie)TJo;< zw3^Lc?=s_(3f}E=cHy&ueuF0f;S^52`E(0&&sl=UG z&{x#wCH=A%^P7ZQF7-3rKe*$jQj!fiLsSg-Qf=GRUQ zWmdecC-vwgfdxf~nYN6%f&u~)u#bU&f=G&h3hW^Q8w8Q;zx$Gi3<$`797jSx2)0B( z`S&%7!1w)M6tLa5`PVn{#~=iB;MZedgMC5z&($dKFUbGdM+^bZA&9Dp$;bfTYNk$R zW_Hf6?Ol-ARpfyK4;-X*oDmR+p5JeXGOEw^f%}hHs%yJwE69UQ?QPkNU)h_OvB7K| z?(c&j2m=GVwq`EI)G%8cJ7+LV=;WXmiBhk_xCk6v3GS5diwPKLI3^xS3k{QmVZ9U z&iUW31-u~W{tSqNjUDvgdjm}c?~j6&En#LhI^veLfX#qsK)Cq11^>AIA7}o2;{UYN z{<9?qCkN;MHvOMde{ZVcZ000pZwoxr1@h;3{k!r1p8R)1LD2oH|BosDW#>PR0)~cQ z3WEMSXb{Y|D!ntnIFeh6E2#tDfS3L8_XGH30Ji&YV3X%RN7V;@iy+8|i>kvAw`U$q z+o~~(gno~Z#yojXcQ-nBqqoK7dyqAcKJQ&;;jNRpv*hxAh!<>cf&a>DRM)FZTji|;A}WEh z$lpHvWuCJCXtw@nBcmnuw^R2&sWG3xYH1n1yg|bJ+lM?8B66`zCBFg5@9xTYHtSXF z1FNO_TdO~Q%9A2m!xRz~HbQ=PmfC23#rHQ4WMI!l!G_a~th$)}^ED7rvEkF`zdKGB z`^JAPb27Oo>>sZHJl#M3>YuO1@TEEPG5da^deTs=%HItJScQGxiRvGQ1de}JM?!^5zqz^F=Qll2Hd1}?1g4PJyV3PK69Qv~ z_q*f&f5!|F8FcoW9*FqMJU5!>$$gQ-obek|0fPnkzrp&KH~fEeu*_?lw*rZw7?Hxa zFxcV;`j#*ft`@F-LHty|+Y9y=FNmsFKQXGc2p;v|uO`_ymNX+_1xOI-JY%U_PdDDJ zU30T${*8z9pdppZ&!7Af!wU?i^5qje9XF-0jmuTb3Hm{7C@7!wqA;WXispB*MMunN z8M%04C@1)8uSs}xc@ve9rzy_BZK7mYRqn*ZN%41q%%}}T^2L67=c0l83}LGGVP|6$ zD}2AjIFL~Dy#nPGCo+BBZ@inGz&{!rzFWW7_{0t8Wxy}%+Lbu6wu0o~-^7w;1QbcO z{mWLW+lQ3i``-}@F7MKQe3WA&(KK)!xf5=-_}%0$FKCuVg;vkF>1}`ZeUj+%y6JK= zAJ25OPwh8T@k=lgEj|nBJ4+@-1C17rvrFhjNtg+@~F- za=K^7`U}gtn2d9?;x@Mg&3}BD^S#iGF&Jq?+Y;=oAuh8aa=!{n!A0W?>1q!(2R_SJ(R6LR?}pv9J*=iLKsW7rnSSYL(@S6v z?#y?w9CKyo+)iQ)_*`pEcc4G+vGr$Hm5c!ycAd zml${bj!KM@&3ku!6nq9>6Iw6>c}=ttrAwLOuJbR+i$ez@IrZ^8;NOd&#|ST(-z zLsGY%HhPECwd2-|h#t_2CoI_5>6K(tCPV!*a~qgP3*Ry#Li(>R()_iAT~n(5>YL5m zbjpP*KQ8e-cL4NKYFMmEneo`IG)(LPeEoX+a;wN10I#oD za%>(0#JxGd6a7P2Bp22D_);@;q;rXov2@i0T;-_B zZU4;U89_!#O!<(jF7zZ%3kRNJnbQpx@a=21cAMTTD*s=@_kl8# z^BZ5@;achNzcb_8gCBL#`A}W{3T}}zyc`T#De(FZBZy0SS<>O8jL~p9W#1%XxR9H9 zFn7`C9u%tu<;O|gh(_4|NgEl~iU&EL_n*}-PWfd$+``rz^cZ$?5a}1jxFxUW^cGp# zjGu4(k>B+a75a;pl{OUvl4edneFrk8Z5sX=zFRS*crf25 z3>#A54Fr6!p8U9~x`DMXw4PaYD*{scdCzmJkodO$?n2mjA&{7@fvGruS|9OMY!Sb9TmB4_W2f%wk% znV@#4UX&B3CCQf%i5&L}(D$MZ7K|^70y`C-F>|7|)9{r9Ic86&aq=OmJBOi$*CsZe zpJ(eg^YUA+X3rXrIa3iZviL~Uu@vwh48bxT(ibvgFf|1Djg@O;5R5gMHiX{R>{QP| za3Y3eDQ0r~ZCZuSrnwrzMs(E}I-D9d6zrMiy3>?zVnsg2=rD~aZh7pjXGAL6k3kmu zKX9SiRMPS*|264-p+$U~rsT7!W}IJGg{f!X;99UR$`*wV)t__TscOMwZrdvNmQ=^B z-7f1!B78BZ&^34-CIu5;!NXLb>E~Mt+rJ!Zg7h)tUibR}Hc&BYR9}|%5WR)4c0dk3 zD4{U9|MHIPo2q{RAFQx!lpYf)Fx(6lM1_WltwgJHvG~vl`R+QWVF5`s5)}Lh#<8UN zl{i**aOMd~ysiz37m)jwR+PJykw8eeZheY!P_IytmG9_O+b*h0z7g-T(|F!M4x=M` z2y`E@YX}_E%hw$b%5|@-G+(Vt3F|i6odmpL4AdNH&L3HW?NRK(r1;YmkwDqsWp+}% zb{8yJ$k&0HX5vYr2;RtaxZKEzFBU#Z=x>V(y#Vrw8<)-}+EKwyj|U}TUA!`65+*aN{ownD61JK$ui?N1ykw(bg~l=e|GOa9zSw>h6P)GEBd z>wvCj!;55roS&LQC*>bx;-k2Q2(o$u77|tQ; zJ@zDoWm&HH6Z#X2QW)$$oL0HY_iTj^^Yl}CZ9lRuTuJMX_fhWeWCze;!4oviHJKV1 z00hG1fux1=eE(^U%ngr5G~HpM0J7>2c31f{zo6z&tM@=2F+>v8t`0P}%PhQM7?xkM z!_QR?4P}aR?&Z-U7w7s8KnH;aihMV=vY$@}BI*^cfj))(0SikD9Y~|alM;1uw}Av| zR^ABsO-(y{ww$rAI!7;-Psl*AW{y9xdyI6iaspc_`7?sND!Y>JXb1dvDjA{XpFdeW zZ2thVKay{Pjzlrx!TEAC1zeo=SB{M5jHqM-UnORz5d9Tz`rl#>2dd^y%ymFcOB3Ew z#RYYd=<8+UPA9R_5VHLw`zE5Q_1aA0M+}fVYrT`U#Oknh{ccXW7Z@`)t7K?NP+1de zUSy5x)ajXG!ha${ZZ?!U8tad&)i2LX$csV^p)T-#*TWKIQ1ee3_UtkRre(TgM8$Zq z40ZF)W-O7HpvlugEv<6gnT=N|ijy)l0<1UKa6XLO*jOuAY1r`LQ`>AJe4b(=L+=Ae z;*=9wKF`hEoW%+|VDS=E^~)tuO5l|&&;C=!z9|JRTm`-(U8s7>GxaU*eUrrF*4Q(A zNoO%TK@kl#+(~s+TkhT0qQQQ-zoMVXity&CKC3l)2yA4FvcdOYE1wQhzrr zznvdk^HKjRRk05J!nVIS8P!F0fzxxyKhTonS(wz6mWod~AUxK1wVQ;-Bl!5+BWg$1 zWK4yV*NIZkLx-`;W|~8d!d?oS61=6+<;>bL($#RhNt4BdV^qABm0_2B{RxwGsm3>F zmDqUV8wzxq=P2Ls#;PD8E-qH8rEbP;$~N<|olOa-;g3>2VY>J%-xUlfnd;RHv8;+gG?oUWS8qVbOp+7mc3ztlFibxb=qk zYjKeT|8;TJKnP5?K?>4H@aDI1mr}4)QA+NU=(&JGFm7?JBMECGMsZ$X*Hag5rF=SY zWlm;2uO@P?B66{Js`{a}S**rl?;Na0juJL-ATZX00_|ogm)}O(48T`>pY~il-F%7x z1=`zEQ~}K(@&xADX4TMTfXf8wn;_gkeC)yv`ZuGg69>uI6fsV|-Sx762_ zQzKUL17n`JZ%IGLgJZND(nVP&*GVB4g9(Ef|FX_+AO>Ff_Bcm45FiV<&~z)j^N6g> zACc~qb+fJL9s5aiG6y@va5Dufmu61BWS9wz#(W;YRZ*ADNGm!XA+W1$jv*fdDbID3 z#A3O`%>W&k7j{2MLkLYOf25q%a;?S|9hB7}xSt;BjKrqP?|74n#NHyrB1yBK7i19N zQIVLAgqw1h!zuf949I+7^&G!EU!pur)uYfB3Z$cYlqxPms|c0uytzP%vehoopLS;f9f9TczV2O7|{6gFu%ptFfduHM{%_8BdU%rRn!UB4g- zm_{ob6WUJG-EC?5qbYyu3l;1J09y~}hfn#tsn*ER@YFEK2S?0pVJ;1H5N9PdhboR~ zLOoXMbdFu0_$W9c==)x*taxLTu7BCvF7J=nu=iZbj8U|buFdC3l6=0uSoHp)Ga&nu z;YF9$qSeF68DN!!^TDIij}7+{zT{!Gy8{604>XYM=FsfuXUDm}XpDVxq$fr2A7-1( z$3FA^Yvj0ORwjn2OocRlT|W!ig4VIf23i{ht$oF>EK@xb(YF|!41K9A&ey(X`Si1u zhtSn_xxcQ7dKk^V>{5=di6wL+nl2p0BADDs`Wo9`w|r99JA0~`*;Q2uhw){-I##$P z9@o8-O#h0g=U}T{{>Y-s5&&IGc2?|pJy-%P^>|ka3VQ}?Zam3l=Ow^$)B`eKBiZH| zwto)4H<9Yc5?~XMsSBkQ#Y9x44~$sac+y0*A~1KM$hZFGU6;(-cLL;%@{sJ%TnC57 zlS2D&g{$?SAi}q_k8Lp#sVf@}No_A&@>53f@?>bcB?}?DA}U(ipivNr+Y1hmKi#4M zCI!4x0g8J%r^Do&;hzA2@MzV2=1V)30@VaB-v9+b6_g@3AM+y@KU>K7-*p_rFGK&j z=1_j8YVo>SombHkCJJo2s}FCLC;YR+JhD*Rm2^Zfi=Rl!+&C3hO z;@i37%GAGRyF{WHK%TXSP22nA%Tk0xKmD0HQ;D3%1@MbEFgTN(|j z`@g#R<}c0{OAJ0R?a0fYXhZByA$Z`KXQqw>iVL-hbnWF)qd&bU)4Dq7nzKFyAg;}s zRn8moUU7<|zwj-`ns4IdQFH)?GM&MwdNT!duZkqX)4!mL?)iFCaAXnS?b~Ot@ zlaUU;mcNfNphBmuPUqj@*=gIoWq1jueDqL7>JHyrNhyoeM< zVV?+;q|L}&u`}*usYHZ9#RMaIkb37b8}73u#)<`>U0G?XURzDIPGnFb#>cK~)v?TI zw>~YXhZ*T}HsW3|ze?t6CR_%6zhWp$`GniB{knm##qTyhf27^usZNCX%Joryi`TWvO=y8{qUfyMQ`0YIGKXrc&b26-lEy}SOJB@+ zAC3F_@(v}hTaiV!wZ%2xrwJ zO7cf$7?TQ_bx^+&`+T%5?|pG#SnhbmVK^TPTFIg5yD9r`5B7rgYq{f0>!Va6zSK?k;EnUkjH{r>cgJ4ovDca1m zXem7s5B}FKXnFmE(J;scx`wq|7U3%HV-Nfe?rEvN0^Ix6t7WaK~ZE&A*UA;`fxf!Lo3L zU1SLUA?Eqpp#ogKNg&!pPP~tsYdzM5$8RiDfg;Jd|Mq=7?_l&zj1pvmxD=2{_#V1> z@U}PZgH?Xh;x!U28SHuVf3yogGU2jR){4Amp|t^~8rhw!;y3odl!y37w2zLOP}wmyB)g#UO6L{xKDe;vAg*#Z!J|0V4Dpu;q#gM`bx zEzz)F_|E$YK%QpECvZOR0ld;bQ6Gz?M8u}7W<5PL2;lYv6k2}c6o44W!rqMvje+Ua zSp5ac{M!?R9K7|KR2Kz}4H z^lF~{-)sKgX#Stm{=c1@{?QNM?d|O?O@I=^Zr1gQy@TBO*l6UE_rtwl=eX$H$8T|G z&e@rL4XAVh7i($4@+siT9iF5a_&s+X5D%za3lbntl_@}&s%$Q(0yO|K#X_IJ9yX8` ztOR+hp!K(n0?a8HSIivNiZ}LtS9<4wG)L0^{dNcQ`;EuwbfkgRe?r3-iu?XV2%U~Q z0Bm27>!=RBK9G)f3R*=vo`2GF{6V-Rs06T>C4f$Y?Q&bb*wYA*@j*b`;O*a4apxk<-Avq z7B+IyZ~;i-j_sbPFb||hT!8ERybrsNy4t|nYH8WL(&vMN$yQ-C?!6c@Zk}Y@LSm6T z5N1Z*+H{-+3Is9?KN?*VpeUkoDp?GsARzAD^H2Nt4CuXj?r3r^ZMOQ|o%vM@E!>l> zXy(@rr2zX}adV+^h2YnuBz$wcAEE_+dJS0C#_NC&a^biLNcOn*O02eJR%{CZjtTE| z2$-)G&v%Pd54!n_d+|}L@i6vYt<=dM@KO3N_5DTc-k88bBHy83=q$kJY=)QIby&sG zl@eH?>`y!Q|43vD1vSEg^T($mSNz8gI;g0Cen!sreF@DCPbbblx;<+W_TJK)3$b=< zdn6TbuN&xh12|sLcf&%&;B#y+0iY_lw=(4ysQS8TdUMWR-V3S`{bAwEGB_bqEL$jK}5XeXzAi0+?|`gV`}^gy7*%hXDy<9+ubj{$qgYN$%(j zJyv2J!DKciqW4M}SvEg&qqP56h2>C-lHcV}m8QS*@Vy$Fntz1H)o@QxoBc{{k`i${ zUkDBcGyxte^79^afSBH2FNj=*nS2&Jb7FtWW}x>X()Pgs`% zQ`*CiI*6Ojf7GyTr^O8r&tFI177_8(wcFKgWOLm5R;uxtznFGtbpp%p725k)3&cE` za1_4iRBAslxtU}H8iGg#X93wOtl_L-&(>k_$;Hf`?-={U)8&v3r%5{3$edJ9t5yr| zum6Rbzfurxw6Pn!@2=)RO(KxX^^BFnFn2`F2)<@|G-$&QN)Q66r1ZcPk4^FN@?jJcF+-wY{E|bd_Haqh99!Dj0txX&F1D%R=8JvVZpizNgT87s=(};u zh9s#0`5HlJ^!`VMGd6nE1TLF~{SkZCikn#j)m`Mb&Qo ziR@`SKccsOfb_*UfS|#kwLLeyx-s0eA6h(!x-d0+S~W?SlWpOjpsLM%>W~{isVuC$r_|YmyB%eAx~c(D*l~QD95&;%*N`PQ z&{jTroU-R_K^}ahl$RyfyXvx=heZ{7%h-Jun!Q~)mA=cVF-P!;19OHq0}yH^cMBgrmn zzjEn^W{cQ`+ar_9pi z1-47X$b%to@AbB}wGrR=8tWMiEd#tV)|~EgC>TiX|Me9n2&p1ZZFn4HVBEi z9p`j>PDYlv4UZDXxV>McZ^^9&_A?qNq?w1H*SD2WOaIZ{tkhZu z3w?L@B}@Hw8JAD?1j6O2Fj3=vm#^kF~* zTUuxLQNJ+N*~ZiH_Y@XKlvjv1afDyRKLgbwhXYBFwDpUO$>1?O-~D$m?4i3y9V|Eb zwq>1k2l@jx<~!tEz1b=heFrU$a%&3`N9Q$Z1jb_H_e=OXW}8X(S`w5iJ%g{b&X=zj z;Rf8SY*L;5t_2q0CWj)^xmUi)^o#`-DpT~k&dE7^QU|4vT{jmb?Lb0N-@SEL=(6l>0Fs&Tm*!olQ6$r%@VJ*CpYhspFC z%v(cgw=UZijVTcLdFsKvP*--~p1E7p`Uf-W{zTGbZkdi(LZO6DIEcfr(PBAp4`)N5 z?_Rhb-!r>y?EiBe2gU~quYO3lW1^pbR1o>`L$oeK-L=wf+Ob1<_#-3wkwlq>R51#N ze)F*FseDJ7{-+nrE^Jh8P)**Uyae_5+1e z31BJErNx8o&|cXAa)uzEjhhcepao=Nc@(Vxeh=fhB{YP)BjLLkJhrr@_C`oFbs(P5 z`TRQ$!A1V5RI}`*Lo4GteVgohiq$P>wbH)FTXdv{n8f4PWW_*nmhb}!){lIo{-mN% zrfpsnOadgODzZSMPqt~8-ThVBMhU^DfFI+vjd@DWZKv^U%~Uk0=5?BBr8P zbBSWWGZZ5$VV5)Tr% z>{~M;q6Hd`=8AFy84p{<2F!_d^{G3Ra_R< z-DZ5hxj!*++x1{i*~5n=@as(_g@irtHG$IXM_4ki#db=eaUVP@6D@oln?Y+RB66&i z>I{kgf%(Oab=dFNfM~|~<(22gQ+9Dg?JFI%F>#u)$Lw)7?~g=G8|z)kgwqtkiiGvcDol8YVw~8(frmb}71pC5 z2ODMUK-*84S0Emec4m+H*!Jhw_dwi)p}Vv*@JZI|2>dZyAfAL31MzXH*#P;dp1K_X zTU5j&j1L#I<&AY9iYNTLxkOqcf+M#k{Nrgge6J?hsTq`>&qaC&Hyv53pgtOmE+zUa_osAmR7v1hm^AhjGXV!!ljx zYj(H+Xw&NP{wA$SEWkCF-FCHij>n4q1^|5#3$(2aBhIfc^=C}!{g!s&M|~nS(uE}z z`rEX*ZZvCVef>LeipZcUAIt^*vE90@qJwL31yJAJbV`EijeoA^ZF{0_5{g2y(h-$K zNW?Okm4eDUmXRmslNFH`vZPCpDQ;T{>2=n$WF zTWy#dZXTZliosxROg*=gpk}qgqvTIR@{|{Kg9*ZE--9lcD#F}vrBg<^Z2KA{6yk$q zoX6y6mkcY@((NJ=f)ZYV2Dv9X@;XS?t}0k0e(Cr!6(YarmA$N2LD9s?SYE4pT44nP z2}2U>PwWx8qvCQfrpO>un-V#GOP|eoePAQ3YTy^4My0zu*{vbJSc?Q!B_58kQ(n=x zmNF(Py@1E3HBAtWI8*xh#cTlU=h=OoOJs#TLSxNVuO2SQEwG_5bmnHw-B%EcLGhmt~9 z7$k(Bt;F|i#xHQIQc@G}@C?qw^v;e^dGLT(65nM>bR!wNgm);zTx=IlYXEcR_#E%@ zXnZsMs}>Nx6kP+^Lv2-YJ{)3YU+<<_l1kt-IVEX`LE0Iu2HMV!T)pmf)c%K;!?EdZ za{P(|_6n^G7pN+&WOp6|Ec;L8<*y8Qz9aUYpGsEVA<)p z+Gexauoz5#W8KvB$YgFl2ocX-*BM6kB%?%c@?rS~5^tIo7#f;Lx&kB5&&|Y|5loib zTk+Sbzfw(l7#G z;-dcBMqCqNnscLUhp4ZhGn-N?zx`-z`ltcFqOWf;nR|L`NcQRqcfP+5P%i%PXIYs& z_Li5}Oc}rYe+KC@3z8TPJmi+W3-sQ#$)>6fq1%sR?PZmYOw%Y=p?Zip>x%b~gsUe= zXqBh-P=u8#6&-qk%4cYF!Kufc|K49T(Oe*M7?U{>qw-qo=IwM>eu@Vd8?l2vpM$Y7 zw-!@FUQW}$u~cUXtZcXgbWLB0-3FPm%q@-rpK#qv3X zr&6`^-LLeG&L<0sCx%ekqV)nDJ*M}aF}~j0}!j&z)7*!uug02ta`fD4x*ti zZc26Ync4aRSv5K@FLcNmlgS2;50%*h^(4~x9pQqnXwyi`G@vzATNpRzQy3>;GY zAb$)FFf0leGO~kQ8=N`KyNkJ6o9?b^a_AEJCE-Y!1DH|Mt!wnelkci`Mk20#TYAUC(?uxy~QKKUtQ!M={ z{#1*8RW$<~?!A5ur zWy?1-<|XzuwZ2V!isSVYHelz;cZ^0Vt|KLr51!C?xtg8cgV9^_)Tv*+1!od*NO&CE^Bic>*SNIB_u71{m-TLT3^09@y0**yJh zSp^@ymZMR#YxYRVt{It(mCqS+oiAt9w{$C#>u&J?W=In~J`TL@f~@0OigEvG*s6Ep z%O-EHm44^ygTA@2q(tzV{}`Z-=%p6x`tTYFu1@+7c|RR=1g^T8a40oXe5}6omv!99io##)}DP;GQ@<~WIvjj_mr3n8xGh$g8|$K zDI9O_y*2*fwe9C2b0xSp7F!3DKvY_K9hW`Oql6Js@Q<-7l1p;6aQj&)Wq#zNjh*W7Vin$;Kr7OeD)pTgY zm8a#$W7_Y!bE^cP?+Qh1bEpWzgvQwb!Q<=&7I&tllqM3;jcpflaYcB7Idk=*Vw|Jl z4&8owt{GVPV4Ou-Y3mc^k?Gq#f7BMzr0%?7H8yf?CDtX$nn?W1)>E|%ysix zRe@R?$5-`dTIAIB#XaHpti&KOwyrsU$~1cdp4U3Tn;ZVwYCqfO-K0Y1DD+71&Thg9Y0jhxKJbL(rmC3mAJb?eNNj~H=uT|UN-tV%`th%&|x}@6%O8JBa zA>Zq==*BHC^n_*s0>yNAz8;`0^}<)Z{sdhHnAoiQU7)A=JiLS8EG%{_T@5UrtU*+T z@_u~tEW@acalu%CX3x8}F|eo!i+BIjoAOCD;WYq^*P{2CeQM1U^lmnj{fcJR3gNm6 zp^eQS%?u2!3Y;-_E=gc3#G;lS0yvE4*DzxFl;QoZv(W3lG)s>TFJQvfofPIT{NPsW z=(7nn7kzxQ@XO+fLLh*MnwjmZ^lohG7!i(&h%SH1T;USG*`|WqjnHeml8%hY(<^WV z689!%Ws_k!(DxoETo-v?R0zz(*YQIRoAY(2K!#Q3{c7*W3Jky1_4}Nbr?IlC(%-o* zX#|G@K*(67-d_vIm9G5shhTfQH22r3y!ZvPW}FJVDO*7Xt@%k!js@L7F`bgoiFz$) za81{MA6SicJ06~O2>5Z?8Q>Jd#V*a~aMrP+ZazCp()*7sMG8avk}SCe)|R)Hod2UV zi1>fUy0@)BTm!%yS&az>ihFZB=gy0BF>W!fJVjqh^}XC!A-1&2&3ySYmM!9frwMEe zbuNu*?@VIk28uF1ucRmWiq`xrj8o4Kvpi+qC+*L#li%Q}G##uP<*}t5m)Sc5@28vI za_`g`E&*oNuKrgn_-r@1hoP3wlL||t6WrFi?%t#R>9tg7U)~Hb?U$Mx>cn)8#9aW! zNB8)8idRW_h&$&Yj0Yb_n>H)ZJzNdjo*QX7h_d2e7L^mIq{tgucCCw2xRRvQU0%YM z%yAqvEpI#o|6yAtxR_21ij9dJZS%en34 z&zhy`;4opckY_WG9ak~;X4_M4)rh+Etj#ve$ z!b$ZB{vmp=HP3YP@UZzJU{AFI8d2 z{(GqU2y{!lKMxXAc|v5j)O-qn0qcy{ubIzrd$30G)-!p3&8NzMr>9s^*bj*68A;9g zNv3p$?Z?T~9PTSmq}?MjgOse^h9h@~FeNX=P^9J1Jy`?4jNZJ3VEz%8fU?ULp`F$m zwRfL=Zz(;NqdBZ}*Vc$<`@3Ol_U(mO@F%H>nq0lt^@tr(d8|pN@7$0;5nQ)u+5L|z z4$jIZn(9OnSGv!XZrgSL)I~07*#kR+Xg)QZPBIe^lYKqsBn_D)tCUlA@uUa=1>x-N z)GS4OeNCi^%M5=0|Frj>QB7`L+o*z|QmizC6bnT<(iEhrSU{w=P!(wjMTAHM0s?{x zQj{u1dMAXIfT4qch;%~lh?LM<=$w`PKJT;lc00!TamF~~jPq@NFcQL@d)=$dwdS1H zbPc!~Y@o}!acLdGBF|pX^{Wf0nxkP>!`@#A5Ap|2pl$`XUsf* zAj$E(@zHU6v#~dqf_U#F zQzfHX5_~=}Nr6+Gq`Loa2p`)=OK{6XYNtVWluuXgnDzkIK=N$6| zOJ3<(2Yv31I1ofZKhhrxAhU586g_XWKCQUVH9s(e7&6bc)0Nr>`(qLloJ@nb<>9WI zUhCMB|K)Qbz9o)bjPN3*C$>j^$?IfFj-R(591;d}$#6fMn^ ze2dRe*qW4^5543ur4g;OpSs9V_!HNEgrrT7^Nfkd1SWRoV=K1~#ZSi87cj~{uCqxw zxOVcfo?dSYne505YpJiiyK5YM@5;gh)=H@dPmF*o>Ha#&VBPpHWV*L8=XV$9?7X?^+gCp|;t)p+*y>ai)aT{{ZCWiHhn4c>ZJnv?6J$k6?VzbY~ z+0GIrmMH4hwch56u9@ZPn|VU#4Yyt-9=m7-t-v3)aZ_i_hh|8Gp1ID>PaKgu3?YhXB2A(y@JJKSbCntM7|>sjnrDfMOK3 z=M5ocN2s}!tx8R#K}>ebbD3a=nW`;qLN@64(^6$(ujce^l}pQ-Oi3_yu0drbv&+Nd z3s)eY5v$Hoe`eFBC~jqrDXCuYm`@YW#%eWhY!WK0yBV1PShqi#ol226TKQGdTdf=~ zg}~gcpD`HekNrJe8{VmrF;ZNJDU+N1nN5lLl zSL1c!U0mJsFi%aQu39MTTPOOCn+wzVbDX;Ac$kAEzd@BYVmI@1S9G|n^txrVY78px z*i%X-r91n6m0lUpmE_i_V)B8Sw4Q&g zf?`UV{kpu939E0-i-_owSXzNU_x8QhEXt$d(YUtVl<7gdtp_1q$2p6JSDmL#U@42W zn2?u5t@gIPj*B!4!z{U`+bT^`r{+L>55I{jgXOa+8 zMFa$fV@e!1CT}`jqJX)ei#n7iMdE)&p@|5PFJD`}HF6687>(z&%=H0Jg)u6QDkBxq z$Q5~HTfQI6$ceZMJhRn9+yO16=9LKPL9qFuqfy#~z53-5-H3`R z3W~?fb$4!`4NQ1Lb@^?*Hw}{jfN$Yg0v|hkF{#ScPk!vsTWY3ynKz=6o>tZD{cz;g z2x;{5XEB*l8CpuQ@9wRuRo~H0ty3pfZ;&R#y!F-Jc^{%U#`*G>UkX9T7)~K4zs99N z{`uh{iia<&0)#1kciqF|;Igjyl&inH?1+i`(NhYC4j=jD*E8jpRs8ApJmHG}{OlCx z(zwj8%_FxqM2q5x$#sNGCf#q^amb5#hrIM24n5@a`K6o4Zxu%CTz=DR1*JE|MIl^4`MWN<&ZRIK zu2mfR?RV`sg zZCyovskdT zC|7ppOZ0Q1L$fP8oQjLS`|H;AE5BKo3YJF-t}a0(QAw(msF1n{L1lx~FPXMD3*ZaFO)pO?XK&d*<9Xx!|3zrP#-28Q#;~uGSd)TT}#;apinZhLUPk4HM%PA=` zX~-A*=b(iUDfo4B^773a`lUwP%>@l{MIaD06fNcO2|;K-8>PC}dQLOmTkDX}^blfjO(y9~t*g`|IU?x@56p$F}Cx zfrJpOE8~3}2xA#AyIP2Y&RM-1Bf0w~tm14ctF4XT1_z7_t&1*wM5wvG(d4ApOP)4s zFXkVzF&44IBReYQUj5VL{lHg!d3$yq0Q56;n@4~$23eI#+c3V7@f>}br5q9`xL=u% z=&rn9T%kKm{E@PQ)-Mp5uGlQpX~sAY(6WXbIu_z|d-H5M_N*$OqMJSCrwjD&UKuDT z)mf`73o7q@_nUjZt}1bym`i-ko~7H@EIIJ~A%LX9h+>~FntSOH%05c2&r%X|+&Vu| z=4>rA)XnQjU^;#VyLB@KdNxM1#-1;37G{ueu%IuUvkNR9k(%D`ZO1&v6q=T`{H!EB z8N@%Koo_*2WZ}rU*q4SaSZL&lFFJkc&a3!!fcPeCjCdYA{V4U%Nn6!_CQ1SxVGQ81 zX^v${762kDx!0KXA-@W~-}~Bbqe-d zb-44O+(niF-L_FLTH+r~{R@P$% z??9UtsKPDcw(EdgobQ-b9Dx5yTDK)UePN7B_B>D4c|mRgv~V$*06BKm0md99X%{_D z772R@f^0FyK>Gvy`PW&auSKy~c~Ai~dz^62Gn%B+09%h`Bd1J_jLOpFo`tu>e5~SU zDr}70IB_$(PQt|bk-;Uy#iE8Bkthibi^eeFxk!y$KId4hprH9ahlpQF4yo*X_t;~K zInZ5CL-gzRmVCs{xh00%6(lqH2!#~RO^vlLbE{2X_ij+D1{Kh9#bC*j>W1~uK^1%wO=zSIYEII!9ky~o;g za*Hu*G^ATzUQ$k#G4Cv=hOQb1KZ~rit#^@}=nh9IHl6(32C-YNe7$GAXF2HUFSuoC zv#f3*+&zKY+K2f0XftgP$^fKmOqKjjG>-`$)D zCKI8f@pTf`ZB=A)eo2#Fl`{x;_x{HaIeV^|Oagp$f%Yw7DqTGzN8c-98k~jJ?H6|d zeaLvpd8Lu3^pL=U&m~$swQPXrMxT{E+7+s!-6h-genYDrkAYt3v zCP);nJaBAavx<{O(Dd+BXdKG8bBQlK_L)Coy6u7^a|Ha<*L$Pb>40MN%9s29r!5OxFadDzG3?sHkW6k&j3k-PvjK=Xemi7j z_n3STpdt5ib@yjzZvk2j;y9QmBMX}SKr9o_;RliM|7d|^SNmc z;Vo=41RK}07TyVfS%qWD2t$sXE$XMGO`BjpdzxA z!p3@!X(>UusPy?fY;T9;g7E-ajLUV*18Xy#wJ728HBC2wh@V3j4?lZb>hS>ZsMtFZ zw+-*G0dY7S2wDzgXe7@8<(qu4z`r7}yMWJO1(8R;SpB(wY1{;)3vRiAZ<_}(GjXoP zZ4OGp{buQtHM`ndbPn)+L}g!RA;P~+#d|J%q9j7# z%B?Q05yP--^q^=awTbJAA)wnw#sfOWr&q2SWm$cRG;wXjipVT~Ia_PjZ|W8GNfB6t z&8MjG7$E96vH`^HN(e_x-b!PItu8M`udWD6I@qq{zQzw0pi2$vF4PW&w|cB|#~ifq z!e4BPz`HUHJNm!xjGm4mZJ=$oirG%w0=viL_Qd{Lr&{j0)R8njW0fL<)D9^R` z`8m_SMa-<~5VNMvz;X{G%^m}vQWH6m6wOCqCg^y&w;#~(e(%7>I(OXn!0w2;0~M;l zljbEWJyOzl5_Q)+8JtlxX-~AYG&*~Lpj984NcWU^FWA?c-?Ru7kJ?xcSkO5fK_PCs zRtYght?RJZZmqw?cK8G44D4IE{<)9r)!v{my8l5ceS&L@jn{5yleUdYyPh~47 zaA_&){@eAxn&*%J3R)(CJis7-Rc_iv$s@X?8GvDRC~GI{0l;Ly1v{DzP47Kwjb1 z3@G>{>jsUNLpi^7R5Dh$`;KL-o?Xi!+xB>wxMV+BaoB|D$7(;#-Mbp7S3`f!BlLY0 zd=~LqpD=fTunARs6#BEhJcqiGmg;vU-RP0lccZZ)OkM%qj z9BVpnb{9<@f>-P~;%vLsHdg6h8ycju*=^-q!MXqZX8&aWmjAb&!sqE|Te;~TG`a`N zh6D!BHFql&-)2+qd;Bc-7ahV$AqU+GI>)pbY zyW`QxFx{i3YbS?D1{=+~;a{`el7(k4X0)~`_`q<|$R)GN#`3JsS!&-xsZ3_Y&>VNy zT{a#;AJYoQ-78e$%jpcxpFKD4I^%P7UQb77a^K~qyh26BC;UUKcjtl0^wGgcpf7Y~ z_pl+MO69;O(Jkq+vEXO-c2Lx%<+{Dbda_z^^Yr=ZBc9&qo}c0q`aPZUWZejw{&28 z>gYpsrLwYeQsfhe|2YIMlZ9N4O86j;+L> zmTO)Thx1uL+*QMyN%6~1+rmqh7j0(=N5917CzO1Vj@5JFPcHH4D9V$h6h@S5MaptS zOurr_12~Af>92Ny*%e1sOXP+N(|qg7YGMxL`PnegA?+*fK_?=ZepMwI8n)$_gWE;MdbfBXiAYvK>jtQl&kClm^ zO|36~D1Zo5iYPhg*Kdig%5ENguiKSz<5=toI;gYkX*xdBM-cVl2w`jub)enW+&LSP z{y|dl(Dig9TyZ$5ysCLWV~HQS!nLI7&(5ZxM(t3x>=$#t#?3kexwn~doAQbvvB4%( zRnk!~35ZxQqn}xTbFh;jez(AcNK@8jgjIlo+3( z6qdkhH=)0LU_oAy2;R8Rv!A6>6doD!WptH)EW)DJBx00wi zT`hH*gncdg&LA`E`oO_vMp(?9Am-jBJ{VFhb?$iC2ZW8S*bjUD%-&vZ)1uNDlueAP z-AbLCeh$onHX0~#nW06F^{rjEdstGZEMsdIDzuQf4;yQkREfNUdUQ61Ba3L{oQK$( za0fDdv4Pa*y52EY@D8>|8j8Vgmkwn1rCL_MiNI4}o(N_qHSoA$eui!zR=-bImP9#r zH&~UftV>Y6Sua_s@TIk`k}2p?DwJ|DII_H}YNB27|64~1fsR@c69=31XUEW_7yQ0A z!O#T8Aip~VRKWb|$p^|MKD@~yL0yru8%_tKhhfI893If6=t?X-D!22U0e@v_wl_aH^Yqu$NR!zh*|oM?#!Wb2wVmyN1WX(&@q15tLPC{9 zf<{P`D%T~ip6@&RmI0M}ye)~%Z(X1>u5q^C@=!T-)y&Y^=I6L82ZIf|0#KG>Q)%Y@ zxUF{}VuZ7)j(SX_ns8=3I)UKAEq#krBoc0jJM!r@tDk1uRhzKdGP~Q%pFC4^lN)O! z4WyDLs4<=LM)4s#ZhCs7sYl#_i$f|+U+V`>+0*XEFI6gsp#@;l&AgUa_B`A*tE%;N z`wV?q7lW>SCIbaVJFNHUU(M!I52kvLz3tB*StPWZ0qJ4ETV(yA=F^FQdbnt||Hf?Rm2!CR#Eqq@r=}7nC;F4=q71eP@=J zi!|-d-u?-@bH{Xlvq8RpX{>fHNhSVnFgu$Nkt4N!W5xLN`mL11b7xh+jd;-EU91IN1bvy1G zxe`YAq+bh1FA#ddMa#-)esLseF4LB|v!qT5$aX3P_yxCrF>~dfZ%=+bkRs$mldZj$ zV`OABH|z;CaqRO*iaykzAGr*EGd<{d_huF{<8xV73x45q4gYxi-eUzz#5>mT@|A?)I^2buY8QAuZ0fg|)b^ zgM&w(nCv%D7R+9Fy>$r8YCKc4GZ8*n{t#!-y4R`uJ-f(%U(bNx-6y&J&1^95o(*A9 z6W)8>!wB>BC&4wlq6B6?6L6Ca(Y&g3A!2)XJBd4}BH&R$mC}W%cxv%J0dFjo2~BvB zv8oVCgX75_%Vtup|1CedP9fN(WSdV&SIDRj_z)Ai!K2oSLvX5PWxV0 zO%n;xZMLG^jT+kZSpC`TFxF1 zRI3T==@csy`G*BJ`47r667G#f1?e#>jyzQ;9L^5cS5oq&E!*9%2-i;v#f!rtZqrXD zn=@n(x}Yizx%Q)zM>Bh>)@kP5`NiX6s#Iv!g+bS6{cLvj>AWjkoU^)!uJgEM*GS^% z%h6yq*zr6f_}bs!u0QZKwO7~NbZ+)uMP7;*_WDdk0l!!-iu4mqgEOp;pqqnC0ctlI7~6V2`l1TNw%Jjm5(4BKCGiOdv52e6DOK z9d|*U1(_@i=3Wxgf~qDAC&8cVQkJ zzJ9aa20g)fBk_8Fi>Y&JQ8ZEr8wXgbbS11#PEO{YRsazuqs`=cHdjB*;Am@&>D2LB z{>tXyCcrzP?btg@^a$(d9)udjB|n&aSBO5 z6n}7Ny*J8unMv~cv^0xh#kGYj8deFc_Xo}FXe}F6*R_*3GtTx5^|DGa(b2H#gEg#UIYvX=3^s9GQ|6(gx86?L?AH2 z!K@1gVV&~3TC{lMiEE=TOYBiJ?Oj}22fc)NX=su;935E2pRbact0W&CT`ek_(}A<5 z6>k2KVe^!zmE;vkQAsYEF*Anepb@;vwYf|twTg_R z?;zG)-8J79iKZjS33@jm8^4=G`~HOVbV68so%?8NqIcJ|)Z7oY@ACVD+V_EQOL=zW zh+6AsNY=fx-;~@ux7J~HX;v){n1^D3Hp-xEWmB43yj-q~RT_qWc~$Hzl1fk1bFNl$ zXEMBSmdhk8f;K<}JwFp{pfRzM0H2sp?5St{Ft59akh`bFUl{K&=fEE!l(~F(SN@hQ@OwG$dM^p1&i6xst)FOVsaE%U7Nh;5@%I)8N|ys z#{;?(Z@q@a!12_+&>=h`8&|1oJ$Mz%pu)7aRi(0X<%h;}xUIY$i7TJ@qyJdhn*4E~ z`tvUEoLIf-oxyC6lB8-q@uiL+sUhdko%nzf9}i>ok__p)hHsQ8h3C__@s0Ho0XS!s z=l0!y&tCNjC9tcCS+$6l^QqsDJtjyX>Pg*MPts7kh)`J*Ow*M8w3kIYZJ;mvEotIC z|C_E7>*z;UW0dPDFpRX8ePR6Y__rA6S~R*jpT9veddI#ELQLHhdcN*!TR^;^ThViW zA#cWot|&FMB6po(zSaF34Qp`@BHr1yYt(r*H?kLYf2wUIsfM>If6@?%y$rVS}wP+H&&Gdv&4tBBZZ82vr6<(eFW$gi1HQAfFK?wmnsY` z4Nkl^QFClMADGlqz9GH6r0O{N_%j|7cZYyz<}M#88aA4G%3*1=dMv-u(ndReak^@k z9Q6j_*m|~P%X~CeqbFiwJ&Fc1_)g9|s(1ywmJ?4?3~= z81gCSAT#~bvxd7q5>Vv*fM3%8dE7^K={~%j8V1_QLv3A)ze*+i(^lJc+-B1c z!6!GA`yymMAD+bCI0$97UFhuT^`BJP`x#~$Lpt|Z)y3qx>~s!~P?7J1DQ3O5z%1>n zf2|(@uO=6&p35gE0_EEg`62NiDX}j!fv!->C^AQzB--zG`&fM;(SXT z%-TxFOIp&+c%;?M3Y=_k@4!(TfHgtGVdTOygZO?XhUmDaDSp0t=w)!{M17#)SE24_Di;$Q=ZCQ zuk}km+)sJ^d{f$o_A2;`Nww;Pwbwl}?Pj4u-B}0W)z=K^(Xf4in4NB8ob_N6?y*7h z&}l@6_xKrjuZ0?Xc=Z}T3}2x0aMFCLFG+1AYgKF@PWqca^ht$-Z5%V+Uk1eFQlEWW zo@f{VQJJYU6+(h*MFt`gzeQjS+uD1f^taF@NOyQ4ZYdO+!EQ<-m;;&CVI3*Y`?Rk@ zkjEcyIQ8`I27k)!Oi9_}?k-qV((QoNJ{{SLFSFJOU-pUI2~-l4fhMD$7uS67v)3UE z#-mr3Y3*i6@mt0)ce{RcrNkoQao~W{quSXcCfnZd*vuzNVss}U;=Fy_zpOQ2+Nz|5 z5=@jKCier)x_XsDX`B~_Wr?ux<*Fv{g}0%Y{*lK42U3)`?34qaPn)Zjp3M6YK{%?e z_B_@*_p>>B9u-FyTh`2`H+3Mo_G4=l6}tA>=bX1yDuoZ$7DwbG`!ZPnk#{^o0XdPW z6u@MUjI%w`=swDrArQapqsr>|q}<(qz?qy;O7Kcy=x3*K`vY4hg;xMz2U%$#kIjK>RbHhhMXu014d*f zG@t_6z{kNJT>(jZnx^~O?Vr@t)!B>Hq9cj;Q;PdB=hTD;~?0|?Y7x9ae}WZV85koxyA6*&JL%|jIbPTK$5wb?yWm7SIK?KA@; zW2%?8R*tHdMN>rI_m5&|o6fZEl>4FBt#*SggM9t(x;gq|xq_?}t$2B$0~tsbdec=` z4+*z4V)%90OB{b9uoNxw$b05OWkssfR0{wy%++|2p(AV_li_;MkqQ*ijc=p%|#`N@`IP_`8$#fEe-aD%uw;NrqS zI_@LwfVA_p8IXkxw*wWoBIqxS&UOWu|AMaS&Q$>CY*op=C*iQ|{hdX_7)iTv3JlOx z`avdj{)^#+fU3$Uc+rOQo%WOFenN>#@spg(%T4HUt%1)^M8tyc={ zN32KJyA2%-8iLrgD(X!=w(7`vCXw3@ZY%+AMIO0klOrOq2@v+;K)m1tDBHIVIT^e5 z5%@@Dshn1a6!db+rAG~*|^f^)PXxe z=WReTH?tHETt9v~j6YhZBB;|IuS z&w(PC^pP)q-JujzDbCTB{rvt>Yd*T`1E|e)!jXsp!qzafCJikJKB@I9POxnW1r{x3 z-T4^KPxi~*Km^&yr4&&1s+{Gu1c4OjffYDB7tF{cC8@t+GO+}Vz98A%rP`JsAT?f0 zj#84giJ(d!UF2kHZqT~uNwp%sk&N|^6f(vWAfssprqJEZw=^XLS5*>pNSwG+eq8Mf z>)*E+ud*{=^+&@W7zk>Tv+^aX2t@70C1viYA)@%5aQwoRQBa@>YyHf-S!(3QpmB8{ zS)-LWQdwyji4iOlx9?f>Aj$O5%mUhB9?%QDCcfg3gq{T@BMka*Za0niT+A$+I8A`=Y-j?aY)) zT7GBQ0R=9Ja||h0-e@kR?Zm*^UG9-EAo`jnJuQ)cdl8|!{@{k6#V@mKm+9-jI?ajN#N4h4<=3r z(L{;+g?nZM%YEg4*Ma4Z0O+!TE(rTGLo!1&cw0lxUw`+~SX@1>qu*ZMg z9-ZXRSgsT|jHfu`D@3ED-SxPkIAvuAW{~LX5A~i0b+m*IX&zhYP!ayT4o&YH^Y`~3 zd}il4BjyPdMoScKdA+58U|luZ5=B~$K5Vb9O-^hE4kcd5*8;V(flv&nZ`5o{OgeNE zods&?$n^B99v%j)wefxH9Weha0dg;RI8B?OcPqkzhKc~m1sCNKK0upna<~Yl=ni+O z+rCaK8pQKhKTWuZuO%N1tjj;6f(xcMA`}QJ%RaicglhdHYfLQd=+JZn6-kWvuXzg6 zxEGm#z~|QdT{c7*ZQak-cn2VTXmzbN;byD#q3aIAHwFNbqjnxPpWdotMy}TAOZpZs zMW||8G#wy<>Wmfuu#_>Ngzh7!f(I7HaM2W)qwL5ks^ET&1Gz4=wqgu4qfvom>J=uS zwdHcw!;Ib`$s9=_l|pN;7zF;^%?de5QGHFpK+8MVB0s_R-OlQ4Hm2LvSn=hVg=};0 z2&m)E(V>OMiUE*fwNu}}*wI4YzG^se?&{?!+t zwDEB>IisBif&sANso|0c2YWJ}hhMRTVd3mh?zU^T*TJE$Vvn&1+Yw(M7We8dSQopkj7m$;2*6`2crj-n&X{w~RC7 zos1B{H$mp<9N6arsfL`*w})pTYdpuC%oU>|W^H;;{@wB7Y^4&2nXSz7ie#?|4NnNy z*sMDL?jys(nWBYfL`HYsjC%q!FLx^OMX5fzk;Z zu20fT?-&_PS^*x;#LlfP5Ok0TPxv!{QS!4_)WfH|=FM5UpfoPmcM8c>KK=DuLa8}& zPqC@^sfzg0Ho4emZg9nMD4k!!9m+cg#vLSaQ6s`K4X@k!EF*hNP!&JR2tVD1_wwB1 zY8F_#3VOA?^5>T-{^>I_xmt&{3-Dbp#-*PxJxVz^F(WaJXN?iJ(PX<@aPIF9ddTa5 zyhu~KIUAKlt|3`29`S*{F5MheI=N1B?Ze)2>QgQad~fch@}|6zOUdR6zM0bxRZHbx zqQMX7l-~9=+jmWR6hESo7(22LLf$(BY(7dLi26VSn5uWXvvv? zmKjnH3oJTOYa|Yw5PIfa0ZOw}wDnAIXF>f9nTdB|gK1>+22cYr5)712OR6TVmuEX< z+R$M*A2|7ps>NOtT?m8RS^#3=p*tiTI9xQ?8OBisdZkzI?nOC6s^kb>B)uu8>r8*2 zEM`MYUrVdteFYXcAgBDwMb%5YV4PBvemhqo<9;Z2yYoTuCk1UsFAMmek}2vODRD#L#BC%v^9GPM(z|jf`uHnQo+ou~(Ec((+Tk&`rK7dTB>{q0uN^ z1RW+CAEi{DR*`g=@HgsGg^yI3dv}zpl9T~aKjsE!R zE%W4oWS?$0=f;;a^BvcKoavY5e4Uw&X`aK!prSf5@uth*xaZdsa}B32>1^}vp-_TQ z^h852Mv?_j%FR?UFA#0lK1k3p)^{06)fn2_-GUK6FtZ)Nb@1ZUiuT`KY6(+hk=p%; zoDR6EG32aTT5dx1gV6j0iAVZss0#eqbj_|wt%>QGZ8-mS%S;($;@6=2O9f+!>!N;o z;LHFB`mM4zcw+A73FYbZTk&x3? zrHlZ_0O>N5z_*Noz)pes&pKo4T(l7tVA4Ewlco?Rj0C5rx*2G__0wt0%}$#rG9itV zYg%DsqIt!x{5D;&Uw$%P=b+!8x)H!7mZE-*FoD*-IESP% z&aXMTnh;|kk!)6$r7t3+{{WqT#ws%#w~FCs2+CmehXyKHO|S02%}}y=#Nd+vq7qG9 zJrh73Lu#0ofL=X~R2mZRw0NAElS5}%n8_7%KADS^0uvyF=M`6#?DceZ11Y=c2+Pmi~AW^TT!SO=qa+T(9Yo8UQx=v%xmGeC^U< z8Hg*g=n1B}YGzC{+F}6!=AVg)&ng;?g;8*#B3jr4<@DPm5x2CMMG+d>k+o(|7nWlC z*#$oyEBo=YRASbZ!IjGV+GhhH2}4s65l>_}KmjAyo(=5)C>9yyy#$dsYbNqDnwFQ4 zD$Y{KKbW?yw1{$!sNZ(B(XLB2My$)Wp>&B-hy!i707`dF4Mic0P4Q=EeL!<6dnOp~ zkOti)U4?9B4LmAx%f&z4UMK=-+h=0@+wgXheE3zn{-P41Ua?v;Buf_#>OE))Kni9D z$x#9%6yTZ7{-`TG)l<& zK9dknMLS)v;>$5zc)hf#xb-F|VK&axQ!fy>@8qM<(tPdQtE(P5*q(%N!)v#mIGeXg zHxS6=6x@U64*ecf2bKyQIcSk?-sWn0z1{iVD3^~@7cj=1Xu{l`Od zGFo3QO3*_weGd;diYx2ljL*v7=CN*@i&rG|l%QaSZ4W*wX6KhUT^=|9r9+AmSf7>H zbY*Bf2jqa)O^Pns{Cs>g|M0*=D#;=F880kwa2D(bfmLTJdYZM|l5z&AL@6$t;WE>~ zwct);m;3oAL~6pw*~gMd3w_)NyhmFuF0OV}Y()=U2+dcr8d3?Ts-hk^v(AHx?v90r zxIbOC7JX8kFzF~ZOlD|+8Vpl0H|fi>0Hg|dIW6L}N&Yu+cLE`wN&A?Dm`FB&RIwLj zQ5fXoG?+rzepV`3e+6iNB#=*HNkG{P* zeW_+Wd*x2yBX;LD#f3IN{P>Q4J|Dee!{B-)r2YGw_Jli$0Sj(zG)-~v>9$14r=toa zlj>>Usg4hi0I?h#0E_7Elz|%NeNyx<2Uqx1vpjYj2^1_I>}ZCZE3z)Q z6m+d-zA}wM7*Vcb_e)b6nG^vQ%RvyUSjz5-P&XZd~fTRd$n;$|RG4O4JqUFoehMXn_#i zw@2p&?%IP|*~MF{Q!-M7!n`~Y^B%2{le*Rr=Xj^r2tcAR8M8#mH!WgX!wlLO+dgvn zJ@%+XjA23O&pY=Mlk)&J0iMXn%$z=1Fqy1Qj;@gt;?UMi>a6X339tma_j=#_;t!Yt z>hcz%GE?yH&p`gKkX16R*)t%M^EaRUd)@zW{gR>i*yYfnBUxlYus`O ` +``` +/tools -t +``` + +For example, we may try using a tools file called `arithmetic.py`. Note that since the file has to be placed in `.jupyter/jupyter-ai/tools/`, only file name is needed in the command. + +``` +/tools -t arithmetic.py What is the sum of 1 and 2? +``` + +The contents of the example file `arithmetic.py` are very simple: + +``` +@tool +def multiply(first_number: float, second_number: float): + """Multiplies two numbers together.""" + return first_number * second_number + +@tool +def add(first_number: float, second_number: float): + """Adds two numbers together.""" + return first_number + second_number +``` -For example, we may try: +The result is shown below: -`/tools -t mytools.py What is the sum of 1 and 2?` +Use of the arithmetic tools file. -Note that since the file has to be placed in `.jupyter/jupyter-ai/tools/`, only file name is needed in the command. -We provide an example of the tools file here, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. +We provide another example of tahe tools file here, containing just three functions, called `finance.py`. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. ``` @tool @@ -87,3 +111,21 @@ Next, use the `/tools` command with the same query to get the correct answer: class="screenshot" /> You can try the other tools in this example or build your own custom tools file to experiment with this feature. + +If you do not want to use any specific tool file, that is, use all the tool files together, the command is simply: + +``` +/tools +``` + +To list all the tool file names: + +``` +/tools -l +``` + +and the response is + +``` +The available tools files are: ['arithmetic.py', 'finance.py'] +``` \ No newline at end of file diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 2a32fe45c..473b1d266 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -65,34 +65,19 @@ def __init__(self, *args, **kwargs): action="store", default=None, type=str, - help="Use tools in the given file name", + help="Uses tools in the given file name", ) + self.parser.add_argument( + "-l", + "--list", + action="store_true", + help="Lists available files in tools directory.", + ) + self.parser.add_argument("query", nargs=argparse.REMAINDER) self.tools_file_path = None # https://python.langchain.com/v0.2/docs/integrations/platforms/ - def setChatProvider(self, provider): # For selecting the model to bind tools with - try: - if "bedrock" in provider.name.lower(): - chat_provider = "ChatBedrock" - elif "ollama" in provider.name.lower(): - chat_provider = "ChatOllama" - elif "anthropic" in provider.name.lower(): - chat_provider = "ChatAnthropic" - elif "azure" in provider.name.lower(): - chat_provider = "AzureChatOpenAI" - elif "openai" in provider.name.lower(): - chat_provider = "ChatOpenAI" - elif "cohere" in provider.name.lower(): - chat_provider = "ChatCohere" - elif "google" in provider.name.lower(): - chat_provider = "ChatGoogleGenerativeAI" - return chat_provider - except Exception as e: - self.log.error(e) - response = """The related chat provider is not supported.""" - self.reply(response) - def create_llm_chain( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): @@ -102,7 +87,7 @@ def create_llm_chain( } llm = provider(**unified_parameters) self.llm = llm - self.chat_provider = self.setChatProvider(provider) + # self.chat_provider = self.setChatProvider(provider) memory = ConversationBufferWindowMemory( memory_key="chat_history", return_messages=True, k=2 ) @@ -123,8 +108,22 @@ def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end_ if last_message.tool_calls: return "tools" return "__end__" + + # Get required tool files from ``.jupyter/jupyter-ai/tools/`` + def getToolFiles(self, fpath): + if os.path.isfile(fpath): + file_paths = [fpath] + elif os.path.isdir(fpath): + file_paths = [] + for filename in os.listdir(fpath): + file_paths.append(os.path.join(fpath, filename)) + else: + self.reply("No tools found.") + return + return file_paths + - def get_tool_names(self, tools_file_path): + def getToolNames(self, tools_file_path): """ Read a file and extract the function names following the @tool decorator. Args: @@ -145,8 +144,8 @@ def get_tool_names(self, tools_file_path): and decorator.id == "tool" ): tools.append(node.name) - return tools - except FileNotFoundError as e: + return tools # this is a list + except FileNotFoundError as e: # to do self.reply(f"Tools file not found at {tools_file_path}.") def toolChat(self, query): @@ -157,6 +156,7 @@ def toolChat(self, query): response = chunk["messages"][-1].pretty_print() return response + ##### MAIN FUNCTION ##### def useLLMwithTools(self, query): """ @@ -171,35 +171,38 @@ def useLLMwithTools(self, query): Every time a query is submitted the langgraph is rebuilt in case the tools file has been changed. """ + # Calls the requisite tool in the LangGraph def call_tool(state: MessagesState): messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} + + # Get all tool objects from the tool files + def getTools(file_paths): + if len(file_paths)>0: + tool_names = [] + for file_path in file_paths: + with open(file_path) as file: + exec(file.read()) + tool_names = tool_names + self.getToolNames(file_path) + tools = [eval(j) for j in tool_names] + return tools - # Read in the tools file, WARNING - THIS USES EXEC() - file_path = self.tools_file_path - with open(file_path) as file: - exec(file.read()) - - # Get tool names and create node with tools - tool_names = self.get_tool_names(file_path) - tools = [eval(j) for j in tool_names] + # Get tool file(s), then tools within tool files, and create tool node from tools + file_paths = self.getToolFiles(self.tools_file_path) + tools = getTools(file_paths) tool_node = ToolNode(tools) # Bind tools to LLM - # print("SELF.LLM_CLASS", self.llm.__class__.id, "MODEL", self.llm.model_id, "CHAT PROVIDER", eval(self.chat_provider.__class__), "SELF.LLM.CHAT_MODELS", self.llm.chat_models) - # self.model_with_tools = self.llm.__class__( - # model_id=self.llm.model_id - # ).bind_tools(tools) - if self.chat_provider == "ChatBedrock": - self.model_with_tools = eval(self.chat_provider)( - model_id=self.llm.model_id, # model_kwargs={"temperature": 0} - ).bind_tools(tools) - else: - self.model_with_tools = eval(self.chat_provider)( - model=self.llm.model_id, # temperature=0 + # Check if the LLM class takes tools else advise user accordingly. + # Can be extended to include temperature parameter + try: + self.model_with_tools = self.llm.__class__( + model_id=self.llm.model_id ).bind_tools(tools) - + except Exception as e: + self.reply(f"Not a chat model, cannot be used with tools. {e}") + # Initialize graph agentic_workflow = StateGraph(MessagesState) # Define the agent and tool nodes we will cycle between @@ -222,10 +225,18 @@ async def process_message(self, message: HumanChatMessage): if args is None: return - if args.tools: + if args.list: + tool_files = os.listdir(os.path.join(Path.home(), ".jupyter/jupyter-ai/tools")) + self.reply(f"The available tools files are: {tool_files}") + return + elif args.tools: self.tools_file_path = os.path.join( Path.home(), ".jupyter/jupyter-ai/tools", args.tools ) + else: + self.tools_file_path = os.path.join( + Path.home(), ".jupyter/jupyter-ai/tools" + ) query = " ".join(args.query) if not query: From 6d53eb36ce535fe75daf0047a8c90448a761b17f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 17 Sep 2024 05:42:17 +0000 Subject: [PATCH 16/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- docs/source/users/tools.md | 8 +++---- .../jupyter_ai/chat_handlers/tools.py | 24 +++++++++---------- 2 files changed, 16 insertions(+), 16 deletions(-) diff --git a/docs/source/users/tools.md b/docs/source/users/tools.md index 46ac4ec3b..c9c95fd5a 100644 --- a/docs/source/users/tools.md +++ b/docs/source/users/tools.md @@ -16,7 +16,7 @@ For example, we may try using a tools file called `arithmetic.py`. Note that sin /tools -t arithmetic.py What is the sum of 1 and 2? ``` -The contents of the example file `arithmetic.py` are very simple: +The contents of the example file `arithmetic.py` are very simple: ``` @tool @@ -118,14 +118,14 @@ If you do not want to use any specific tool file, that is, use all the tool file /tools ``` -To list all the tool file names: +To list all the tool file names: ``` /tools -l ``` -and the response is +and the response is ``` The available tools files are: ['arithmetic.py', 'finance.py'] -``` \ No newline at end of file +``` diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 473b1d266..3f42e8df8 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -108,7 +108,7 @@ def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end_ if last_message.tool_calls: return "tools" return "__end__" - + # Get required tool files from ``.jupyter/jupyter-ai/tools/`` def getToolFiles(self, fpath): if os.path.isfile(fpath): @@ -122,7 +122,6 @@ def getToolFiles(self, fpath): return return file_paths - def getToolNames(self, tools_file_path): """ Read a file and extract the function names following the @tool decorator. @@ -144,8 +143,8 @@ def getToolNames(self, tools_file_path): and decorator.id == "tool" ): tools.append(node.name) - return tools # this is a list - except FileNotFoundError as e: # to do + return tools # this is a list + except FileNotFoundError as e: # to do self.reply(f"Tools file not found at {tools_file_path}.") def toolChat(self, query): @@ -156,7 +155,6 @@ def toolChat(self, query): response = chunk["messages"][-1].pretty_print() return response - ##### MAIN FUNCTION ##### def useLLMwithTools(self, query): """ @@ -176,10 +174,10 @@ def call_tool(state: MessagesState): messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} - + # Get all tool objects from the tool files def getTools(file_paths): - if len(file_paths)>0: + if len(file_paths) > 0: tool_names = [] for file_path in file_paths: with open(file_path) as file: @@ -194,15 +192,15 @@ def getTools(file_paths): tool_node = ToolNode(tools) # Bind tools to LLM - # Check if the LLM class takes tools else advise user accordingly. + # Check if the LLM class takes tools else advise user accordingly. # Can be extended to include temperature parameter try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id ).bind_tools(tools) - except Exception as e: + except Exception as e: self.reply(f"Not a chat model, cannot be used with tools. {e}") - + # Initialize graph agentic_workflow = StateGraph(MessagesState) # Define the agent and tool nodes we will cycle between @@ -226,14 +224,16 @@ async def process_message(self, message: HumanChatMessage): return if args.list: - tool_files = os.listdir(os.path.join(Path.home(), ".jupyter/jupyter-ai/tools")) + tool_files = os.listdir( + os.path.join(Path.home(), ".jupyter/jupyter-ai/tools") + ) self.reply(f"The available tools files are: {tool_files}") return elif args.tools: self.tools_file_path = os.path.join( Path.home(), ".jupyter/jupyter-ai/tools", args.tools ) - else: + else: self.tools_file_path = os.path.join( Path.home(), ".jupyter/jupyter-ai/tools" ) From 789953b728490046532844c898e0fb3d2f445218 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 18 Sep 2024 09:27:41 -0700 Subject: [PATCH 17/48] updates to tools.py and pyproject.toml --- packages/jupyter-ai-magics/pyproject.toml | 2 +- .../jupyter_ai/chat_handlers/tools.py | 42 +++++++------------ 2 files changed, 15 insertions(+), 29 deletions(-) diff --git a/packages/jupyter-ai-magics/pyproject.toml b/packages/jupyter-ai-magics/pyproject.toml index aa7048f3b..ec568a3c8 100644 --- a/packages/jupyter-ai-magics/pyproject.toml +++ b/packages/jupyter-ai-magics/pyproject.toml @@ -29,6 +29,7 @@ dependencies = [ "typing_extensions>=4.5.0", "click~=8.0", "jsonpath-ng>=1.5.3,<2", + "langgraph", ] [project.optional-dependencies] @@ -49,7 +50,6 @@ all = [ "langchain_nvidia_ai_endpoints", "langchain_openai", "langchain_ollama", - "langgraph", "pillow", "boto3", "qianfan", diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 3f42e8df8..5899a6b98 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,6 +1,6 @@ import argparse import ast -import math +# import math # LangGraph imports for using tools import os @@ -12,17 +12,17 @@ from jupyter_ai_magics.providers import BaseProvider from langchain.chains import ConversationalRetrievalChain, LLMChain from langchain.memory import ConversationBufferWindowMemory -from langchain_anthropic import ChatAnthropic +# from langchain_anthropic import ChatAnthropic # Chat Providers (add more as needed) -from langchain_aws import ChatBedrock -from langchain_cohere import ChatCohere +# from langchain_aws import ChatBedrock +# from langchain_cohere import ChatCohere from langchain_core.messages import AIMessage from langchain_core.prompts import PromptTemplate from langchain_core.tools import tool -from langchain_google_genai import ChatGoogleGenerativeAI -from langchain_ollama import ChatOllama -from langchain_openai import AzureChatOpenAI, ChatOpenAI +# from langchain_google_genai import ChatGoogleGenerativeAI +# from langchain_ollama import ChatOllama +# from langchain_openai import AzureChatOpenAI, ChatOpenAI from langgraph.graph import MessagesState, StateGraph from langgraph.prebuilt import ToolNode @@ -95,12 +95,6 @@ def create_llm_chain( llm=self.llm, prompt=CONDENSE_PROMPT, memory=memory, verbose=False ) - # #### TOOLS FOR USE WITH LANGGRAPH ##### - """ - Bind tools to LLM and provide chat functionality. - Call: - /tools - """ def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end__"]: messages = state["messages"] @@ -110,13 +104,13 @@ def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end_ return "__end__" # Get required tool files from ``.jupyter/jupyter-ai/tools/`` - def getToolFiles(self, fpath): - if os.path.isfile(fpath): - file_paths = [fpath] - elif os.path.isdir(fpath): + def getToolFiles(self): + if os.path.isfile(self.tools_file_path): + file_paths = [self.tools_file_path] + elif os.path.isdir(self.tools_file_path): file_paths = [] - for filename in os.listdir(fpath): - file_paths.append(os.path.join(fpath, filename)) + for filename in os.listdir(self.tools_file_path): + file_paths.append(os.path.join(self.tools_file_path, filename)) else: self.reply("No tools found.") return @@ -147,15 +141,7 @@ def getToolNames(self, tools_file_path): except FileNotFoundError as e: # to do self.reply(f"Tools file not found at {tools_file_path}.") - def toolChat(self, query): - print("TOOL CHAT", query) - for chunk in self.app.stream( - {"messages": [("human", query)]}, stream_mode="values" - ): - response = chunk["messages"][-1].pretty_print() - return response - ##### MAIN FUNCTION ##### def useLLMwithTools(self, query): """ LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ @@ -187,7 +173,7 @@ def getTools(file_paths): return tools # Get tool file(s), then tools within tool files, and create tool node from tools - file_paths = self.getToolFiles(self.tools_file_path) + file_paths = self.getToolFiles() tools = getTools(file_paths) tool_node = ToolNode(tools) From 8a40f3c4e1387b41f392a0aef6cf390e6a1d433e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 18 Sep 2024 16:28:05 +0000 Subject: [PATCH 18/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../jupyter-ai/jupyter_ai/chat_handlers/tools.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 5899a6b98..f790b9fbf 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,6 +1,5 @@ import argparse import ast -# import math # LangGraph imports for using tools import os @@ -12,7 +11,6 @@ from jupyter_ai_magics.providers import BaseProvider from langchain.chains import ConversationalRetrievalChain, LLMChain from langchain.memory import ConversationBufferWindowMemory -# from langchain_anthropic import ChatAnthropic # Chat Providers (add more as needed) # from langchain_aws import ChatBedrock @@ -20,6 +18,7 @@ from langchain_core.messages import AIMessage from langchain_core.prompts import PromptTemplate from langchain_core.tools import tool + # from langchain_google_genai import ChatGoogleGenerativeAI # from langchain_ollama import ChatOllama # from langchain_openai import AzureChatOpenAI, ChatOpenAI @@ -28,6 +27,15 @@ from .base import BaseChatHandler, SlashCommandRoutingType +# import math + + + +# from langchain_anthropic import ChatAnthropic + + + + PROMPT_TEMPLATE = """Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question. Chat History: @@ -95,7 +103,6 @@ def create_llm_chain( llm=self.llm, prompt=CONDENSE_PROMPT, memory=memory, verbose=False ) - def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end__"]: messages = state["messages"] last_message = messages[-1] @@ -141,7 +148,6 @@ def getToolNames(self, tools_file_path): except FileNotFoundError as e: # to do self.reply(f"Tools file not found at {tools_file_path}.") - def useLLMwithTools(self, query): """ LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ From 1481008be7a76f7f09f6858c43cd4c7ce6ca7ccc Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 18 Sep 2024 09:30:23 -0700 Subject: [PATCH 19/48] Update tools.py --- .../jupyter-ai/jupyter_ai/chat_handlers/tools.py | 12 +----------- 1 file changed, 1 insertion(+), 11 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 5899a6b98..24fc19f47 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -1,28 +1,18 @@ import argparse import ast -# import math - -# LangGraph imports for using tools import os from pathlib import Path from typing import Dict, Literal, Type - import numpy as np + from jupyter_ai.models import HumanChatMessage from jupyter_ai_magics.providers import BaseProvider from langchain.chains import ConversationalRetrievalChain, LLMChain from langchain.memory import ConversationBufferWindowMemory -# from langchain_anthropic import ChatAnthropic -# Chat Providers (add more as needed) -# from langchain_aws import ChatBedrock -# from langchain_cohere import ChatCohere from langchain_core.messages import AIMessage from langchain_core.prompts import PromptTemplate from langchain_core.tools import tool -# from langchain_google_genai import ChatGoogleGenerativeAI -# from langchain_ollama import ChatOllama -# from langchain_openai import AzureChatOpenAI, ChatOpenAI from langgraph.graph import MessagesState, StateGraph from langgraph.prebuilt import ToolNode From 536e5a94a73964302941f74ec427d904c71ed48d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 18 Sep 2024 16:31:57 +0000 Subject: [PATCH 20/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 93241a17d..d0a420dde 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -3,13 +3,12 @@ import os from pathlib import Path from typing import Dict, Literal, Type -import numpy as np +import numpy as np from jupyter_ai.models import HumanChatMessage from jupyter_ai_magics.providers import BaseProvider from langchain.chains import ConversationalRetrievalChain, LLMChain from langchain.memory import ConversationBufferWindowMemory - from langchain_core.messages import AIMessage from langchain_core.prompts import PromptTemplate from langchain_core.tools import tool @@ -18,7 +17,6 @@ from .base import BaseChatHandler, SlashCommandRoutingType - PROMPT_TEMPLATE = """Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question. Chat History: From 9fdbde4a6a48075b4474d65d44f13595aaab270c Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Wed, 18 Sep 2024 10:34:39 -0700 Subject: [PATCH 21/48] Update tools.py --- .../jupyter_ai/chat_handlers/tools.py | 53 +++++++++---------- 1 file changed, 25 insertions(+), 28 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index d0a420dde..0bd31d882 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -104,30 +104,6 @@ def getToolFiles(self): return return file_paths - def getToolNames(self, tools_file_path): - """ - Read a file and extract the function names following the @tool decorator. - Args: - file_path (str): The path to the file. - Returns: - list: A list of function names. - """ - try: - with open(tools_file_path) as file: - content = file.read() - tree = ast.parse(content) - tools = [] - for node in ast.walk(tree): - if isinstance(node, ast.FunctionDef): - for decorator in node.decorator_list: - if ( - isinstance(decorator, ast.Name) - and decorator.id == "tool" - ): - tools.append(node.name) - return tools # this is a list - except FileNotFoundError as e: # to do - self.reply(f"Tools file not found at {tools_file_path}.") def useLLMwithTools(self, query): """ @@ -155,13 +131,34 @@ def getTools(file_paths): for file_path in file_paths: with open(file_path) as file: exec(file.read()) - tool_names = tool_names + self.getToolNames(file_path) + # For each tool file, collect tool list + try: + with open(file_path) as file: + content = file.read() + tree = ast.parse(content) + tool_list = [] + for node in ast.walk(tree): + if isinstance(node, ast.FunctionDef): + for decorator in node.decorator_list: + if ( + isinstance(decorator, ast.Name) + and decorator.id == "tool" + ): + tool_list.append(node.name) + # return tools # this is a list + except FileNotFoundError as e: # to do + self.reply(f"Tools file not found at {file_path}.") + return + + tool_names = tool_names + tool_list tools = [eval(j) for j in tool_names] - return tools + return tools # a list of function objects + else: + self.reply("No available tool files.") # Get tool file(s), then tools within tool files, and create tool node from tools - file_paths = self.getToolFiles() - tools = getTools(file_paths) + tool_files = self.getToolFiles() + tools = getTools(tool_files) tool_node = ToolNode(tools) # Bind tools to LLM From d5e6cd4c62842e82a40976bf4f8495dd7b11ab33 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 18 Sep 2024 17:36:08 +0000 Subject: [PATCH 22/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 0bd31d882..1816c69e8 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -104,7 +104,6 @@ def getToolFiles(self): return return file_paths - def useLLMwithTools(self, query): """ LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ @@ -149,10 +148,10 @@ def getTools(file_paths): except FileNotFoundError as e: # to do self.reply(f"Tools file not found at {file_path}.") return - + tool_names = tool_names + tool_list tools = [eval(j) for j in tool_names] - return tools # a list of function objects + return tools # a list of function objects else: self.reply("No available tool files.") From b9eac40934f1137bf639c28a75bdc83386c6cab8 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Thu, 19 Sep 2024 09:00:51 -0700 Subject: [PATCH 23/48] added typing --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 0bd31d882..3d9007498 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -92,7 +92,7 @@ def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end_ return "__end__" # Get required tool files from ``.jupyter/jupyter-ai/tools/`` - def getToolFiles(self): + def getToolFiles(self) -> list: if os.path.isfile(self.tools_file_path): file_paths = [self.tools_file_path] elif os.path.isdir(self.tools_file_path): @@ -105,7 +105,7 @@ def getToolFiles(self): return file_paths - def useLLMwithTools(self, query): + def useLLMwithTools(self, query: str) -> str: """ LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ The code below: @@ -119,7 +119,7 @@ def useLLMwithTools(self, query): """ # Calls the requisite tool in the LangGraph - def call_tool(state: MessagesState): + def call_tool(state: MessagesState) -> Dict[str, list]: messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} From a66e4145d2581020ddd7a349cedde106154e2a6e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 19 Sep 2024 16:02:26 +0000 Subject: [PATCH 24/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 1 - 1 file changed, 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index af15c9667..aeace65b4 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -104,7 +104,6 @@ def getToolFiles(self) -> list: return return file_paths - def useLLMwithTools(self, query: str) -> str: """ LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ From 94dfc0b439860723b474dd34d3fbebd050da54f5 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Thu, 19 Sep 2024 09:27:20 -0700 Subject: [PATCH 25/48] Update tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 1 - 1 file changed, 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index af15c9667..82dc6bf05 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -101,7 +101,6 @@ def getToolFiles(self) -> list: file_paths.append(os.path.join(self.tools_file_path, filename)) else: self.reply("No tools found.") - return return file_paths From 6070ecd12fb5a62970b2ab3090cec5e5e7927b4c Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Thu, 19 Sep 2024 09:52:22 -0700 Subject: [PATCH 26/48] Update tools.py --- .../jupyter_ai/chat_handlers/tools.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index ec4e88c83..4b5448603 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -84,13 +84,7 @@ def create_llm_chain( llm=self.llm, prompt=CONDENSE_PROMPT, memory=memory, verbose=False ) - def conditional_continue(self, state: MessagesState) -> Literal["tools", "__end__"]: - messages = state["messages"] - last_message = messages[-1] - if last_message.tool_calls: - return "tools" - return "__end__" - + # Get required tool files from ``.jupyter/jupyter-ai/tools/`` def getToolFiles(self) -> list: if os.path.isfile(self.tools_file_path): @@ -121,6 +115,14 @@ def call_tool(state: MessagesState) -> Dict[str, list]: messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} + + def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: + messages = state["messages"] + last_message = messages[-1] + if last_message.tool_calls: + return "tools" + return "__end__" + # Get all tool objects from the tool files def getTools(file_paths): @@ -176,13 +178,12 @@ def getTools(file_paths): agentic_workflow.add_node("tools", tool_node) # Add edges to the graph agentic_workflow.add_edge("__start__", "agent") - agentic_workflow.add_conditional_edges("agent", self.conditional_continue) + agentic_workflow.add_conditional_edges("agent", conditional_continue) agentic_workflow.add_edge("tools", "agent") # Compile graph app = agentic_workflow.compile() # Run query - # res = ToolsChatHandler.toolChat(self, query) # For all Human and AI messages, if needed later res = app.invoke({"messages": query}) return res["messages"][-1].content From 9c3d1908f97456a3d0185d07092075147b59a4db Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 19 Sep 2024 16:53:47 +0000 Subject: [PATCH 27/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 4b5448603..dce66ce33 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -84,7 +84,6 @@ def create_llm_chain( llm=self.llm, prompt=CONDENSE_PROMPT, memory=memory, verbose=False ) - # Get required tool files from ``.jupyter/jupyter-ai/tools/`` def getToolFiles(self) -> list: if os.path.isfile(self.tools_file_path): @@ -115,7 +114,7 @@ def call_tool(state: MessagesState) -> Dict[str, list]: messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} - + def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: messages = state["messages"] last_message = messages[-1] @@ -123,7 +122,6 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: return "tools" return "__end__" - # Get all tool objects from the tool files def getTools(file_paths): if len(file_paths) > 0: From de9250888f2f5d7876e513a81847d663fde726b1 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Thu, 19 Sep 2024 13:40:39 -0700 Subject: [PATCH 28/48] Update tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index dce66ce33..af03328ac 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -118,7 +118,7 @@ def call_tool(state: MessagesState) -> Dict[str, list]: def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: messages = state["messages"] last_message = messages[-1] - if last_message.tool_calls: + if last_message.tool_calls != []: return "tools" return "__end__" From b957bb6d4784faacbdb99a24b5639dfece18d375 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Fri, 20 Sep 2024 01:21:10 -0700 Subject: [PATCH 29/48] Update tools.py --- .../jupyter_ai/chat_handlers/tools.py | 68 ++++++++++++++----- 1 file changed, 51 insertions(+), 17 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index af03328ac..4909db26a 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -7,13 +7,13 @@ import numpy as np from jupyter_ai.models import HumanChatMessage from jupyter_ai_magics.providers import BaseProvider -from langchain.chains import ConversationalRetrievalChain, LLMChain -from langchain.memory import ConversationBufferWindowMemory -from langchain_core.messages import AIMessage from langchain_core.prompts import PromptTemplate from langchain_core.tools import tool from langgraph.graph import MessagesState, StateGraph from langgraph.prebuilt import ToolNode +from langchain_core.runnables import ConfigurableFieldSpec +from langchain_core.runnables.history import RunnableWithMessageHistory + from .base import BaseChatHandler, SlashCommandRoutingType @@ -66,26 +66,53 @@ def __init__(self, *args, **kwargs): self.parser.add_argument("query", nargs=argparse.REMAINDER) self.tools_file_path = None - # https://python.langchain.com/v0.2/docs/integrations/platforms/ - def create_llm_chain( + + def setup_llm( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): + """Sets up the LLM before creating the LLm Chain""" unified_parameters = { + "verbose": True, **provider_params, **(self.get_model_parameters(provider, provider_params)), } llm = provider(**unified_parameters) self.llm = llm - # self.chat_provider = self.setChatProvider(provider) - memory = ConversationBufferWindowMemory( - memory_key="chat_history", return_messages=True, k=2 - ) - self.llm_chain = LLMChain( - llm=self.llm, prompt=CONDENSE_PROMPT, memory=memory, verbose=False - ) + return llm + + + # https://python.langchain.com/v0.2/docs/integrations/platforms/' + # Use + def create_llm_chain( + self, provider: Type[BaseProvider], provider_params: Dict[str, str] + ): + """Uses the LLM set up to create the LLM Chain""" + llm = self.setup_llm(provider, provider_params) + prompt_template = llm.get_chat_prompt_template() + self.llm = llm + + runnable = prompt_template | llm # type:ignore + if not llm.manages_history: + runnable = RunnableWithMessageHistory( + runnable=runnable, # type:ignore[arg-type] + get_session_history=self.get_llm_chat_memory, + input_messages_key="input", + history_messages_key="history", + history_factory_config=[ + ConfigurableFieldSpec( + id="last_human_msg", + annotation=HumanChatMessage, + ), + ], + ) + self.llm_chain = runnable - # Get required tool files from ``.jupyter/jupyter-ai/tools/`` + def getToolFiles(self) -> list: + """ + Gets required tool files from `.jupyter/jupyter-ai/tools/` + which is the directory in which all tool files are placed. + """ if os.path.isfile(self.tools_file_path): file_paths = [self.tools_file_path] elif os.path.isdir(self.tools_file_path): @@ -109,21 +136,28 @@ def useLLMwithTools(self, query: str) -> str: Every time a query is submitted the langgraph is rebuilt in case the tools file has been changed. """ - # Calls the requisite tool in the LangGraph + def call_tool(state: MessagesState) -> Dict[str, list]: + """Calls the requisite tool in the LangGraph""" messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} + def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: + """ + Branches from tool back to the agent or ends the + computation on the langgraph + """ messages = state["messages"] last_message = messages[-1] - if last_message.tool_calls != []: + if last_message.tool_calls: return "tools" return "__end__" - # Get all tool objects from the tool files + def getTools(file_paths): + """Get all tool objects from the tool files""" if len(file_paths) > 0: tool_names = [] for file_path in file_paths: @@ -143,7 +177,6 @@ def getTools(file_paths): and decorator.id == "tool" ): tool_list.append(node.name) - # return tools # this is a list except FileNotFoundError as e: # to do self.reply(f"Tools file not found at {file_path}.") return @@ -162,6 +195,7 @@ def getTools(file_paths): # Bind tools to LLM # Check if the LLM class takes tools else advise user accordingly. # Can be extended to include temperature parameter + self.llm = self.setup_llm(self.config_manager.lm_provider, self.config_manager.lm_provider_params) try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id From e46a3f7557014ab779c620643fa6e7d038c3f46a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 20 Sep 2024 08:21:21 +0000 Subject: [PATCH 30/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../jupyter_ai/chat_handlers/tools.py | 23 +++++++------------ 1 file changed, 8 insertions(+), 15 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 4909db26a..d1ac477ea 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -8,12 +8,11 @@ from jupyter_ai.models import HumanChatMessage from jupyter_ai_magics.providers import BaseProvider from langchain_core.prompts import PromptTemplate +from langchain_core.runnables import ConfigurableFieldSpec +from langchain_core.runnables.history import RunnableWithMessageHistory from langchain_core.tools import tool from langgraph.graph import MessagesState, StateGraph from langgraph.prebuilt import ToolNode -from langchain_core.runnables import ConfigurableFieldSpec -from langchain_core.runnables.history import RunnableWithMessageHistory - from .base import BaseChatHandler, SlashCommandRoutingType @@ -66,10 +65,7 @@ def __init__(self, *args, **kwargs): self.parser.add_argument("query", nargs=argparse.REMAINDER) self.tools_file_path = None - - def setup_llm( - self, provider: Type[BaseProvider], provider_params: Dict[str, str] - ): + def setup_llm(self, provider: Type[BaseProvider], provider_params: Dict[str, str]): """Sets up the LLM before creating the LLm Chain""" unified_parameters = { "verbose": True, @@ -79,10 +75,9 @@ def setup_llm( llm = provider(**unified_parameters) self.llm = llm return llm - # https://python.langchain.com/v0.2/docs/integrations/platforms/' - # Use + # Use def create_llm_chain( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): @@ -107,7 +102,6 @@ def create_llm_chain( ) self.llm_chain = runnable - def getToolFiles(self) -> list: """ Gets required tool files from `.jupyter/jupyter-ai/tools/` @@ -136,17 +130,15 @@ def useLLMwithTools(self, query: str) -> str: Every time a query is submitted the langgraph is rebuilt in case the tools file has been changed. """ - def call_tool(state: MessagesState) -> Dict[str, list]: """Calls the requisite tool in the LangGraph""" messages = state["messages"] response = self.model_with_tools.invoke(messages) return {"messages": [response]} - def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: """ - Branches from tool back to the agent or ends the + Branches from tool back to the agent or ends the computation on the langgraph """ messages = state["messages"] @@ -155,7 +147,6 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: return "tools" return "__end__" - def getTools(file_paths): """Get all tool objects from the tool files""" if len(file_paths) > 0: @@ -195,7 +186,9 @@ def getTools(file_paths): # Bind tools to LLM # Check if the LLM class takes tools else advise user accordingly. # Can be extended to include temperature parameter - self.llm = self.setup_llm(self.config_manager.lm_provider, self.config_manager.lm_provider_params) + self.llm = self.setup_llm( + self.config_manager.lm_provider, self.config_manager.lm_provider_params + ) try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id From 05cdd071a6aebbc61e1264323bf563237d8385f4 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Fri, 20 Sep 2024 01:45:13 -0700 Subject: [PATCH 31/48] Update tools.py --- .../jupyter_ai/chat_handlers/tools.py | 30 +++++++++---------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 4909db26a..1af391361 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -14,9 +14,11 @@ from langchain_core.runnables import ConfigurableFieldSpec from langchain_core.runnables.history import RunnableWithMessageHistory - from .base import BaseChatHandler, SlashCommandRoutingType +from jupyter_core.paths import jupyter_config_dir +TOOLS_DIR = os.path.join(jupyter_config_dir(), "jupyter-ai", "tools") + PROMPT_TEMPLATE = """Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question. Chat History: @@ -70,7 +72,7 @@ def __init__(self, *args, **kwargs): def setup_llm( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): - """Sets up the LLM before creating the LLm Chain""" + """Sets up the LLM before creating the LLM Chain""" unified_parameters = { "verbose": True, **provider_params, @@ -82,7 +84,6 @@ def setup_llm( # https://python.langchain.com/v0.2/docs/integrations/platforms/' - # Use def create_llm_chain( self, provider: Type[BaseProvider], provider_params: Dict[str, str] ): @@ -108,9 +109,9 @@ def create_llm_chain( self.llm_chain = runnable - def getToolFiles(self) -> list: + def get_tool_files(self) -> list: """ - Gets required tool files from `.jupyter/jupyter-ai/tools/` + Gets required tool files from TOOLS_DIR which is the directory in which all tool files are placed. """ if os.path.isfile(self.tools_file_path): @@ -123,7 +124,7 @@ def getToolFiles(self) -> list: self.reply("No tools found.") return file_paths - def useLLMwithTools(self, query: str) -> str: + def use_llm_with_tools(self, query: str) -> str: """ LangGraph documentation : https://langchain-ai.github.io/langgraph/tutorials/introduction/ The code below: @@ -156,15 +157,14 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: return "__end__" - def getTools(file_paths): + def get_tools(file_paths): """Get all tool objects from the tool files""" if len(file_paths) > 0: tool_names = [] for file_path in file_paths: with open(file_path) as file: exec(file.read()) - # For each tool file, collect tool list - try: + try: # For each tool file, collect tool list with open(file_path) as file: content = file.read() tree = ast.parse(content) @@ -188,8 +188,8 @@ def getTools(file_paths): self.reply("No available tool files.") # Get tool file(s), then tools within tool files, and create tool node from tools - tool_files = self.getToolFiles() - tools = getTools(tool_files) + tool_files = self.get_tool_files() + tools = get_tools(tool_files) tool_node = ToolNode(tools) # Bind tools to LLM @@ -226,17 +226,17 @@ async def process_message(self, message: HumanChatMessage): if args.list: tool_files = os.listdir( - os.path.join(Path.home(), ".jupyter/jupyter-ai/tools") + os.path.join(Path.home(), TOOLS_DIR) ) self.reply(f"The available tools files are: {tool_files}") return elif args.tools: self.tools_file_path = os.path.join( - Path.home(), ".jupyter/jupyter-ai/tools", args.tools + Path.home(), TOOLS_DIR, args.tools ) else: self.tools_file_path = os.path.join( - Path.home(), ".jupyter/jupyter-ai/tools" + Path.home(), TOOLS_DIR ) query = " ".join(args.query) @@ -248,7 +248,7 @@ async def process_message(self, message: HumanChatMessage): try: with self.pending("Using LLM with tools ..."): - response = self.useLLMwithTools(query) + response = self.use_llm_with_tools(query) self.reply(response, message) except Exception as e: self.log.error(e) From 1aaa56f0483846d3797453110e50e1e3adc2715c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 20 Sep 2024 08:48:09 +0000 Subject: [PATCH 32/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../jupyter_ai/chat_handlers/tools.py | 25 +++++-------------- 1 file changed, 6 insertions(+), 19 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 2c0438d34..1c91cda1a 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -7,18 +7,16 @@ import numpy as np from jupyter_ai.models import HumanChatMessage from jupyter_ai_magics.providers import BaseProvider +from jupyter_core.paths import jupyter_config_dir from langchain_core.prompts import PromptTemplate from langchain_core.runnables import ConfigurableFieldSpec from langchain_core.runnables.history import RunnableWithMessageHistory from langchain_core.tools import tool from langgraph.graph import MessagesState, StateGraph from langgraph.prebuilt import ToolNode -from langchain_core.runnables import ConfigurableFieldSpec -from langchain_core.runnables.history import RunnableWithMessageHistory from .base import BaseChatHandler, SlashCommandRoutingType -from jupyter_core.paths import jupyter_config_dir TOOLS_DIR = os.path.join(jupyter_config_dir(), "jupyter-ai", "tools") PROMPT_TEMPLATE = """Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question. @@ -70,10 +68,7 @@ def __init__(self, *args, **kwargs): self.parser.add_argument("query", nargs=argparse.REMAINDER) self.tools_file_path = None - - def setup_llm( - self, provider: Type[BaseProvider], provider_params: Dict[str, str] - ): + def setup_llm(self, provider: Type[BaseProvider], provider_params: Dict[str, str]): """Sets up the LLM before creating the LLM Chain""" unified_parameters = { "verbose": True, @@ -109,7 +104,6 @@ def create_llm_chain( ) self.llm_chain = runnable - def get_tool_files(self) -> list: """ Gets required tool files from TOOLS_DIR @@ -155,7 +149,6 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: return "tools" return "__end__" - def get_tools(file_paths): """Get all tool objects from the tool files""" if len(file_paths) > 0: @@ -163,7 +156,7 @@ def get_tools(file_paths): for file_path in file_paths: with open(file_path) as file: exec(file.read()) - try: # For each tool file, collect tool list + try: # For each tool file, collect tool list with open(file_path) as file: content = file.read() tree = ast.parse(content) @@ -226,19 +219,13 @@ async def process_message(self, message: HumanChatMessage): return if args.list: - tool_files = os.listdir( - os.path.join(Path.home(), TOOLS_DIR) - ) + tool_files = os.listdir(os.path.join(Path.home(), TOOLS_DIR)) self.reply(f"The available tools files are: {tool_files}") return elif args.tools: - self.tools_file_path = os.path.join( - Path.home(), TOOLS_DIR, args.tools - ) + self.tools_file_path = os.path.join(Path.home(), TOOLS_DIR, args.tools) else: - self.tools_file_path = os.path.join( - Path.home(), TOOLS_DIR - ) + self.tools_file_path = os.path.join(Path.home(), TOOLS_DIR) query = " ".join(args.query) if not query: From 30bb099fb172b4142ef0e435f9d1817c18abe00a Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Fri, 20 Sep 2024 14:01:31 -0700 Subject: [PATCH 33/48] Various error handling added --- docs/source/users/tools.md | 4 +- .../jupyter_ai/chat_handlers/tools.py | 63 ++++++++++++------- 2 files changed, 45 insertions(+), 22 deletions(-) diff --git a/docs/source/users/tools.md b/docs/source/users/tools.md index c9c95fd5a..9c5c9c96d 100644 --- a/docs/source/users/tools.md +++ b/docs/source/users/tools.md @@ -38,7 +38,7 @@ The result is shown below: class="screenshot" /> -We provide another example of tahe tools file here, containing just three functions, called `finance.py`. Make sure to add the `@tool` decorator to each function and to import all packages that are not already installed within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. +We provide another example of the tools file here, called `finance.py`, containing just three functions. Make sure to add the `@tool` decorator to each function and to import all packages that are required within each function. The functions below are common financial formulas that are widely in use and you may expect that an LLM would be trained on these. While this is accurate, we will see that the LLM is unable to accurately execute the math in these formulas. ``` @tool @@ -51,6 +51,7 @@ def BlackMertonScholes_Call(S: float, # current stock price ): """Black-Scholes-Merton option pricing model for call options""" from scipy.stats import norm + import numpy as np d1 = (np.log(S/K) + (r-d+0.5*v**2)*T)/(v*np.sqrt(T)) d2 = d1 - v*np.sqrt(T) call_option_price = S*np.exp(-d*T)*norm.cdf(d1) - K*np.exp(-r*T)*norm.cdf(d2) @@ -66,6 +67,7 @@ def BlackMertonScholes_Put(S: float, # current stock price ): """Black-Scholes-Merton option pricing model for put options""" from scipy.stats import norm + import numpy as np d1 = (np.log(S/K) + (r-d+0.5*v**2)*T)/(v*np.sqrt(T)) d2 = d1 - v*np.sqrt(T) put_option_price = K*np.exp(-r*T)*norm.cdf(-d2) - S*np.exp(-d*T)*norm.cdf(-d1) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 2c0438d34..38d048f37 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -31,6 +31,21 @@ """ CONDENSE_PROMPT = PromptTemplate.from_template(PROMPT_TEMPLATE) +class ExceptionNoToolsFile(Exception): + """Missing tools file""" + pass + +class ExceptionModelDoesTakeTools(Exception): + """Model is not a chat model that takes tools""" + pass + +class ExceptionModelNotAuthorized(Exception): + """Authentication failed for model authorization""" + pass + +class ExceptionNotChatModel(Exception): + """Not a chat model""" + pass class ToolsChatHandler(BaseChatHandler): """Processes messages prefixed with /tools. This actor will @@ -115,15 +130,16 @@ def get_tool_files(self) -> list: Gets required tool files from TOOLS_DIR which is the directory in which all tool files are placed. """ - if os.path.isfile(self.tools_file_path): - file_paths = [self.tools_file_path] - elif os.path.isdir(self.tools_file_path): - file_paths = [] - for filename in os.listdir(self.tools_file_path): - file_paths.append(os.path.join(self.tools_file_path, filename)) - else: - self.reply("No tools found.") - return file_paths + try: + if os.path.isfile(self.tools_file_path): + file_paths = [self.tools_file_path] + elif os.path.isdir(self.tools_file_path): + file_paths = [] + for filename in os.listdir(self.tools_file_path): + file_paths.append(os.path.join(self.tools_file_path, filename)) + return file_paths + except UnboundLocalError as e: + raise ExceptionNoToolsFile() def use_llm_with_tools(self, query: str) -> str: """ @@ -156,7 +172,7 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: return "__end__" - def get_tools(file_paths): + def get_tools(file_paths: list) -> list: """Get all tool objects from the tool files""" if len(file_paths) > 0: tool_names = [] @@ -177,8 +193,7 @@ def get_tools(file_paths): ): tool_list.append(node.name) except FileNotFoundError as e: # to do - self.reply(f"Tools file not found at {file_path}.") - return + raise ExceptionNoToolsFile() tool_names = tool_names + tool_list tools = [eval(j) for j in tool_names] @@ -197,12 +212,16 @@ def get_tools(file_paths): self.llm = self.setup_llm( self.config_manager.lm_provider, self.config_manager.lm_provider_params ) + if not self.llm.is_chat_provider: + raise ExceptionNotChatModel() try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id ).bind_tools(tools) - except Exception as e: - self.reply(f"Not a chat model, cannot be used with tools. {e}") + except AttributeError: + raise ExceptionModelDoesTakeTools() + except Exception: + raise ExceptionModelNotAuthorized() # Initialize graph agentic_workflow = StateGraph(MessagesState) @@ -220,6 +239,7 @@ def get_tools(file_paths): res = app.invoke({"messages": query}) return res["messages"][-1].content + async def process_message(self, message: HumanChatMessage): args = self.parse_args(message) if args is None: @@ -251,12 +271,13 @@ async def process_message(self, message: HumanChatMessage): with self.pending("Using LLM with tools ..."): response = self.use_llm_with_tools(query) self.reply(response, message) + except ExceptionNoToolsFile: + self.reply(f"Tools file not found at {self.tools_file_path}.") + except ExceptionModelDoesTakeTools: + self.reply(f"Not a chat model that takes tools.") + except ExceptionModelNotAuthorized: + self.reply(f"API failed. Model not authorized or provider package not installed.") + except ExceptionNotChatModel: + self.reply(f"Not a chat model, cannot be used with tools.") except Exception as e: self.log.error(e) - response = """Sorry, tool usage failed. - Either (i) this LLM does not accept tools, (ii) there an error in - the custom tools file, (iii) you may also want to check the - location and name of the tools file, or (iv) you may need to install the - `langchain_` package. (v) Finally, check that you have - authorized access to the LLM.""" - self.reply(response, message) From 575a30bc5b7c13dbe4d1c860a0427885b35c4894 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 20 Sep 2024 21:02:30 +0000 Subject: [PATCH 34/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../jupyter-ai/jupyter_ai/chat_handlers/tools.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index fbf7f9fe6..2aa814337 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -29,22 +29,31 @@ """ CONDENSE_PROMPT = PromptTemplate.from_template(PROMPT_TEMPLATE) + class ExceptionNoToolsFile(Exception): """Missing tools file""" + pass + class ExceptionModelDoesTakeTools(Exception): """Model is not a chat model that takes tools""" + pass + class ExceptionModelNotAuthorized(Exception): """Authentication failed for model authorization""" + pass + class ExceptionNotChatModel(Exception): """Not a chat model""" + pass + class ToolsChatHandler(BaseChatHandler): """Processes messages prefixed with /tools. This actor will bind a .py collection of tools to the LLM and @@ -165,7 +174,6 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: return "tools" return "__end__" - def get_tools(file_paths: list) -> list: """Get all tool objects from the tool files""" if len(file_paths) > 0: @@ -233,7 +241,6 @@ def get_tools(file_paths: list) -> list: res = app.invoke({"messages": query}) return res["messages"][-1].content - async def process_message(self, message: HumanChatMessage): args = self.parse_args(message) if args is None: @@ -264,7 +271,9 @@ async def process_message(self, message: HumanChatMessage): except ExceptionModelDoesTakeTools: self.reply(f"Not a chat model that takes tools.") except ExceptionModelNotAuthorized: - self.reply(f"API failed. Model not authorized or provider package not installed.") + self.reply( + f"API failed. Model not authorized or provider package not installed." + ) except ExceptionNotChatModel: self.reply(f"Not a chat model, cannot be used with tools.") except Exception as e: From 0db895f444439f3bd0e9ed98e349ab4b993d0151 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Sat, 21 Sep 2024 18:03:16 -0700 Subject: [PATCH 35/48] fixed get_tools to use AST tree --- .../jupyter_ai/chat_handlers/tools.py | 40 +++++++++---------- 1 file changed, 18 insertions(+), 22 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 2aa814337..64cf91a3a 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -174,39 +174,35 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: return "tools" return "__end__" - def get_tools(file_paths: list) -> list: - """Get all tool objects from the tool files""" + def get_tools(file_paths: list): + """ + Gets all tool objects from the tool files. + Returns tool objects of functions that have the `@tool` decorator. + Ignores all code in tool files that does not relate to tool functions. + """ if len(file_paths) > 0: - tool_names = [] - for file_path in file_paths: - with open(file_path) as file: - exec(file.read()) - try: # For each tool file, collect tool list + tools = [] # tool objects + for file_path in file_paths: + try: # For each tool file, collect tool list and function source code with open(file_path) as file: content = file.read() - tree = ast.parse(content) - tool_list = [] - for node in ast.walk(tree): + tree = ast.parse(content) # Build AST tree + for node in ast.walk(tree): # Get the nodes with @tool decorator if isinstance(node, ast.FunctionDef): for decorator in node.decorator_list: - if ( - isinstance(decorator, ast.Name) - and decorator.id == "tool" - ): - tool_list.append(node.name) - except FileNotFoundError as e: # to do + if (isinstance(decorator, ast.Name) and decorator.id == "tool"): + exec(ast.unparse(node)) # dynamically execute the tool function (object in memory) + tools.append(eval(node.name)) # adds function to tool objects list + except FileNotFoundError: raise ExceptionNoToolsFile() - - tool_names = tool_names + tool_list - tools = [eval(j) for j in tool_names] return tools # a list of function objects else: self.reply("No available tool files.") # Get tool file(s), then tools within tool files, and create tool node from tools - tool_files = self.get_tool_files() - tools = get_tools(tool_files) - tool_node = ToolNode(tools) + tool_files = self.get_tool_files() # Get all tool files (python modules) + tools = get_tools(tool_files) # get tool objects + tool_node = ToolNode(tools) # create a LangGraph node with tool objects # Bind tools to LLM # Check if the LLM class takes tools else advise user accordingly. From c713f9b184a2f5e2cc4fbb9a920dc63ea2d247b1 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 22 Sep 2024 01:03:33 +0000 Subject: [PATCH 36/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../jupyter_ai/chat_handlers/tools.py | 33 ++++++++++++------- 1 file changed, 21 insertions(+), 12 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 64cf91a3a..d20b82fc3 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -177,32 +177,41 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: def get_tools(file_paths: list): """ Gets all tool objects from the tool files. - Returns tool objects of functions that have the `@tool` decorator. + Returns tool objects of functions that have the `@tool` decorator. Ignores all code in tool files that does not relate to tool functions. """ if len(file_paths) > 0: - tools = [] # tool objects - for file_path in file_paths: + tools = [] # tool objects + for file_path in file_paths: try: # For each tool file, collect tool list and function source code with open(file_path) as file: content = file.read() - tree = ast.parse(content) # Build AST tree - for node in ast.walk(tree): # Get the nodes with @tool decorator + tree = ast.parse(content) # Build AST tree + for node in ast.walk( + tree + ): # Get the nodes with @tool decorator if isinstance(node, ast.FunctionDef): for decorator in node.decorator_list: - if (isinstance(decorator, ast.Name) and decorator.id == "tool"): - exec(ast.unparse(node)) # dynamically execute the tool function (object in memory) - tools.append(eval(node.name)) # adds function to tool objects list - except FileNotFoundError: + if ( + isinstance(decorator, ast.Name) + and decorator.id == "tool" + ): + exec( + ast.unparse(node) + ) # dynamically execute the tool function (object in memory) + tools.append( + eval(node.name) + ) # adds function to tool objects list + except FileNotFoundError: raise ExceptionNoToolsFile() return tools # a list of function objects else: self.reply("No available tool files.") # Get tool file(s), then tools within tool files, and create tool node from tools - tool_files = self.get_tool_files() # Get all tool files (python modules) - tools = get_tools(tool_files) # get tool objects - tool_node = ToolNode(tools) # create a LangGraph node with tool objects + tool_files = self.get_tool_files() # Get all tool files (python modules) + tools = get_tools(tool_files) # get tool objects + tool_node = ToolNode(tools) # create a LangGraph node with tool objects # Bind tools to LLM # Check if the LLM class takes tools else advise user accordingly. From bea28989f4166241489a6019c91588b68e4dd9a8 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Tue, 24 Sep 2024 10:19:07 -0700 Subject: [PATCH 37/48] Update tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index d20b82fc3..088fba974 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -170,7 +170,7 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: """ messages = state["messages"] last_message = messages[-1] - if last_message.tool_calls: + if len(last_message.tool_calls)>0: return "tools" return "__end__" From 37ce002fcd0fc70278f8526be84ce1d8b2bfb7b3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 24 Sep 2024 17:21:16 +0000 Subject: [PATCH 38/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 088fba974..15630358d 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -170,7 +170,7 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: """ messages = state["messages"] last_message = messages[-1] - if len(last_message.tool_calls)>0: + if len(last_message.tool_calls) > 0: return "tools" return "__end__" From 8c994d5d49a06907fef6aac0d4c7a8936cdd0650 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Tue, 24 Sep 2024 11:52:41 -0700 Subject: [PATCH 39/48] Update tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 088fba974..248966786 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -170,7 +170,8 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: """ messages = state["messages"] last_message = messages[-1] - if len(last_message.tool_calls)>0: + # if last_message.tool_calls: + if hasattr(last_message, 'tool_calls') and last_message.tool_calls: return "tools" return "__end__" @@ -219,12 +220,13 @@ def get_tools(file_paths: list): self.llm = self.setup_llm( self.config_manager.lm_provider, self.config_manager.lm_provider_params ) + assert self.llm if not self.llm.is_chat_provider: raise ExceptionNotChatModel() try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id - ).bind_tools(tools) + ).bind_tools(tools) # type:ignore[attr-defined] except AttributeError: raise ExceptionModelDoesTakeTools() except Exception: From c51a8ae7133ce4d01ee7fe7266fced4627195add Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 24 Sep 2024 18:54:01 +0000 Subject: [PATCH 40/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 248966786..11281dcb2 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -171,7 +171,7 @@ def conditional_continue(state: MessagesState) -> Literal["tools", "__end__"]: messages = state["messages"] last_message = messages[-1] # if last_message.tool_calls: - if hasattr(last_message, 'tool_calls') and last_message.tool_calls: + if hasattr(last_message, "tool_calls") and last_message.tool_calls: return "tools" return "__end__" @@ -226,7 +226,9 @@ def get_tools(file_paths: list): try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id - ).bind_tools(tools) # type:ignore[attr-defined] + ).bind_tools( + tools + ) # type:ignore[attr-defined] except AttributeError: raise ExceptionModelDoesTakeTools() except Exception: From 4043f36f7d3cf56a02dd4152001ed25c86280545 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Tue, 24 Sep 2024 12:01:32 -0700 Subject: [PATCH 41/48] Update tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 11281dcb2..641ad46c3 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -226,9 +226,9 @@ def get_tools(file_paths: list): try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id - ).bind_tools( + ).bind_tools( # type:ignore[attr-defined] tools - ) # type:ignore[attr-defined] + ) except AttributeError: raise ExceptionModelDoesTakeTools() except Exception: From ef22fedfb1d55fc773263ec76ff6d77de064e85f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 24 Sep 2024 19:03:54 +0000 Subject: [PATCH 42/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 641ad46c3..964c01950 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -226,9 +226,9 @@ def get_tools(file_paths: list): try: self.model_with_tools = self.llm.__class__( model_id=self.llm.model_id - ).bind_tools( # type:ignore[attr-defined] + ).bind_tools( # type:ignore[attr-defined] tools - ) + ) except AttributeError: raise ExceptionModelDoesTakeTools() except Exception: From 291ad80fb4cbdcb41a9dcdff688fb5a8716efab8 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Mon, 30 Sep 2024 12:22:06 -0700 Subject: [PATCH 43/48] Cleaned up error handling --- .../jupyter_ai/chat_handlers/tools.py | 25 ++++++++++++------- 1 file changed, 16 insertions(+), 9 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index 964c01950..b188e3343 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -130,7 +130,7 @@ def create_llm_chain( def get_tool_files(self) -> list: """ - Gets required tool files from TOOLS_DIR + Gets required tool files from TOOLS_DIR: `.jupyter/jupyter-ai/tools/` which is the directory in which all tool files are placed. """ try: @@ -233,7 +233,7 @@ def get_tools(file_paths: list): raise ExceptionModelDoesTakeTools() except Exception: raise ExceptionModelNotAuthorized() - + # Initialize graph agentic_workflow = StateGraph(MessagesState) # Define the agent and tool nodes we will cycle between @@ -247,8 +247,11 @@ def get_tools(file_paths: list): app = agentic_workflow.compile() # Run query - res = app.invoke({"messages": query}) - return res["messages"][-1].content + try: + res = app.invoke({"messages": query}) + return res["messages"][-1].content + except Exception as e: + self.log.error(e) async def process_message(self, message: HumanChatMessage): args = self.parse_args(message) @@ -269,21 +272,25 @@ async def process_message(self, message: HumanChatMessage): self.reply(f"{self.parser.format_usage()}", message) return - self.get_llm_chain() + # self.get_llm_chain() try: with self.pending("Using LLM with tools ..."): response = self.use_llm_with_tools(query) self.reply(response, message) - except ExceptionNoToolsFile: + except ExceptionNoToolsFile as e: self.reply(f"Tools file not found at {self.tools_file_path}.") - except ExceptionModelDoesTakeTools: + self.log.error(e) + except ExceptionModelDoesTakeTools as e: self.reply(f"Not a chat model that takes tools.") - except ExceptionModelNotAuthorized: + self.log.error(e) + except ExceptionModelNotAuthorized as e: self.reply( f"API failed. Model not authorized or provider package not installed." ) - except ExceptionNotChatModel: + self.log.error(e) + except ExceptionNotChatModel as e: self.reply(f"Not a chat model, cannot be used with tools.") + self.log.error(e) except Exception as e: self.log.error(e) From 43dc2c99c5c646435b4074926ea690dd1280f30e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 30 Sep 2024 19:22:20 +0000 Subject: [PATCH 44/48] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index b188e3343..a414894c9 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -233,7 +233,7 @@ def get_tools(file_paths: list): raise ExceptionModelDoesTakeTools() except Exception: raise ExceptionModelNotAuthorized() - + # Initialize graph agentic_workflow = StateGraph(MessagesState) # Define the agent and tool nodes we will cycle between From e63c3b6e9100a8ec0b9df7946b0e3bb2669cb7e7 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Mon, 30 Sep 2024 12:37:32 -0700 Subject: [PATCH 45/48] Update tools.py --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index a414894c9..d4b0e6276 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -247,11 +247,8 @@ def get_tools(file_paths: list): app = agentic_workflow.compile() # Run query - try: - res = app.invoke({"messages": query}) - return res["messages"][-1].content - except Exception as e: - self.log.error(e) + res = app.invoke({"messages": query}) + return res["messages"][-1].content async def process_message(self, message: HumanChatMessage): args = self.parse_args(message) From 2c3550f53ce47e440411edbd7a1c6c4b1dc1024a Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Thu, 17 Oct 2024 12:55:43 -0700 Subject: [PATCH 46/48] fox model with tools --- packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py index d4b0e6276..83ade590e 100644 --- a/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py +++ b/packages/jupyter-ai/jupyter_ai/chat_handlers/tools.py @@ -224,9 +224,7 @@ def get_tools(file_paths: list): if not self.llm.is_chat_provider: raise ExceptionNotChatModel() try: - self.model_with_tools = self.llm.__class__( - model_id=self.llm.model_id - ).bind_tools( # type:ignore[attr-defined] + self.model_with_tools = self.llm.bind_tools( # type:ignore[attr-defined] tools ) except AttributeError: From 3461d31f6aaa27bcf6e4d35fd0468910bfe19106 Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Fri, 18 Oct 2024 09:42:38 -0700 Subject: [PATCH 47/48] added file tools example --- docs/source/_static/tools_file_list.png | Bin 0 -> 75961 bytes docs/source/_static/tools_rename_files.png | Bin 0 -> 692981 bytes docs/source/users/tools.md | 44 ++++++++++++++++++++- 3 files changed, 43 insertions(+), 1 deletion(-) create mode 100644 docs/source/_static/tools_file_list.png create mode 100644 docs/source/_static/tools_rename_files.png diff --git a/docs/source/_static/tools_file_list.png b/docs/source/_static/tools_file_list.png new file mode 100644 index 0000000000000000000000000000000000000000..2972ed463f919b60c0480231b16af25100461f12 GIT binary patch literal 75961 zcmeFXWmp_Z`#n6kyE}p4?(P;GLU4BoGPrAkYZ5$IaCdhP2@oJaaCdjtf3uHlp56WQ zetfSV*9_Cs(^Xx4SJf@&oNyH-85Bf9L=XssBKu16H3$R^2?9aZ!ovb*QcN?qKp zYY7PzSqTYp6(_KTwXHb_^eQ|-6HZI*J8p*Vrw^i55YV|ni_jQ!5V=94;z#h=n4dsd zz4-9-ZZ4`_b&>GXqv{wi4CJ`jRW-Di?OG}-lYQ^>J>wvo4;hwHk5UDm9=3-3htmX{ zk4QihN)D3Q#BWFf^o-kislUYv3)7`2?LwG+L3;xMA||Wv3BqKf&%P^iXTwI8L zA{lwJ-7&mggL9kw*4RRiq8B^t2NE;_26~TcDBrqye+a$pR~(CKiV)l0Px#jNo9O+= z!D4<+zNO^)#P~UtEZ=_+eP*fWQ|pXTS$?=laqK$1H?q@Sc_V6q4AYd^h4{>3=4^F;< z`tf8qG_hDLL#siO-`Bb{16VsD9|KTdR^|uNkt4zL-xA&}r?=9eI|SgHfrKkHStTej z&4t80qG5uUmBX&d!5(RurAcUrZ+!RED!Mu1u?}$BEK1O4rddq{9 z$tkZx-BC;R@WH61V~_qLXjMxD)Mnk-QD)yL_3gfW!WTWKfyIIf=WY}}jP_nNKHfzt z!5Z#d2;Dqc$T*H4mGzKpRNAJP&tRm*e8M*8-F|l)7@?Q@kc>2s`L=o4uMzJ}=s+WC zIoiIX<#uTJo#+Vj2XngBM2q0ZxXUGr5nAeX+5E5l58K&Ua9M`(?}8H2Rafv``M1dwbb(XjCgquZF5{s z90zFZDDwW|f?DTtLDXfo!x`xj)LCNg;BfrSojDgKz}Md4j_h$*n`5~^f*`;-v?`_Df$$gz>`2-H@f0N=5Y3QYzu%WYrKI_I_KL=d$TRGmqT-`6ZAkGK zox&Gy!(*fgXt7YF)<(mvVEJ*FB=NEbN1bX37oxep(ENa)$#>NfD&^1u`wiMMSWaNf^GWf!n%#lK=XQxp}udB;LaJa8v)%iHj1Ew7d z+&On#axKwH_9XoU6B*tO8Vxd)HRFR=vNSDqJVrehDuz-|+k~Qr%u7tyFbzqbM!dK% z?cS8$yk3-EuT=ySniDq107;6SkNd9-a$jMF#w*iPm(d(h*L^7e&@4+9ADpQ*I}Y8_cHE`;=_4s%#I{Ra))% zn|LQVk`2xc(v9fq>guBE7N^>3QO^vgrc;9r=K-_?kz%Xj>Eg;auiw0+AAI9hn5NQH zb{Zm=r}Nsk==+4vF8f=Q3+xMsi}&=3zr+&C2Gr6^bc$xbcu8I45o-Ssk1pbtEmJ8| zI0%@fsuOmtZqDPEPtOsSX?y)pd8>EQS#aV;%j=5HNed|MO;WtowyvtHu9d61v~sn&u(5e7U_)c2JXJm+oWGFw zen)G!($&c&ac_UBDeKHSXa#-~{xOV-a#vc9;KaZ^x4eScutBoH;HvqMMyS~!z@UCn zu1&h_?zXYL%&+#5^C9}S;NnjDZS*AcMu!VtTVo_ZR@5^8hV4*^!L&QQT zdM-i=knf^gqI{yOqbBi5cy_t+3A~ArqNea0@I?x2##7FTz4+Rq7r`b*n6?ybGbUrk zr!x}+oQt*JY8TJj3HqXp6YcB2mi{VTnx7V&_eu0DyCFfUhUuXgH%af)j=W0LNDNPm zWF%tpE_ErJ)(F<9)3_=vniQT?D=R6hm_fJ0=bqsvvSpsju4k@KsZXd++E)?K6bM{^ zZ5dV#Qa#KG$|;svsMV~poW+}-niX*wb%b}Ob+U5t;G6YvIo(dk8Hst^++IyyYy5F? zi2sA_g=xfB&REX_v%Ox|VwYy_M1F3E{rM_IQ$xNvzO!^5{w1fZrl1x^Cu`T6-Q7)k zw=(AgR}Oc1*Al0e@1rJ?Y>Di{O<3~}^IOeiu20)5yC09LmeyF5y+>?E^fQFkO23}; z+Ywz&4^Bj`)%BGOrXHs6w#~E*_VRlp*+1lzlWOgwF&n6v^nsgstq?)N>zxm`_#S zNz98|gw_TZ2Yn6E2ogrDLBR^;3e8!0u~O1=B&8(@Pf18A_ENyfb^U?1q_9X;COiD6 z>d%Cq%BEj?ha&ih-LhG%f{=x!48s$yQvBx4ma^=QJA%{M_1h?3Sm2Z^Yl4 z?3Pckq`gw&vLugA*GQNgF?XDDG(7h4wDD;3VR@u~tZ}J0SKkpLFd!)5@Z#`gA7sCS zW)urvR@ZQt%rCu~`8Xp`4d;yMyz89cq~?r<#1%Z#T~8;iman{nJrf=wrLQKGU!Fe8 zf{FtkkvOH^`OK{5jA=%V%{wdqT?xuyacbf-k$|;#bPgfNE+3HeYyqC;Y23Cy@ zi{1Sl&=0S5OLZ8T+nc^Q|IF{ZHtAZ8p)yS>H9Rc~(sat2sH!bJAAEf{hSU*rQ+Ger zWxg}WpV-2@)cCGZym9rbTxNoRrgbU3-i3$j^==5)ITw}9VtIP&rB90UOulQp>nB(J z4dV^Py&qE*T2FZtHLG5EhUUHrV!u8WUlDl_mD`>#Xf=FyP}|8@PK8MY+ab)3sn}`j z*C#aA8SRbRAOYip!N0 zm2ZA_f5vA!tmh+%jAD!i>9}zHJ@3YK_u6}=U?wOUNt#S7Vg@XTC&@PjVlR~auSrJd1fwsw~qOF zzVfqcoJi4d~=FZ%^vQN#>he1T*V>w{Ed(MqEL6+r@P&& zK~j9d!pEM?*jwhQa#OSivU-sSUzaPktCL6?Pvv$O79TlZoy(zXZN*r%k)Mm5i-RLH zf=7NYyiS@bu9c%jN(^*51h12h3=baG?ph4P4N=++Zl#ZY#54?pb>XsMNm~bfuWo$5 z!?mFah_DN1Jj7q`%xqa3zA_x>nDw!H#JxROG&)@V5=OcC%@2lE>*u)($lwSR@EIC} zk}*PywZ0{yEw*l{K>+!LFgOxcy^1JGa_=8|_}-s~2V%Mfg|y>KyAC2q^$los9)jO( z-+_d`lAX<4)t99dxH0TWF3?^N>Zw9M??`csK+;9 zp{NL=2ae%E&=7R^?CY1uK>t(LZ?s&r6czYQ!FJ5XW?&O@W)C}u=YBwf9{j+eow|{>P&CJToN+FC$PEIc9WM;wtT2lJo z&4F)16jm-S4*V=E?(Xi)?i|cuCrcJKK0ZDcR(2M4b|&BoCTCB37h?}5duPgjb@HEn zB+Z>oova;Ptikr=&;1&kfL&dLC@7w9^xwaKjnmx2`p-MrJOBH!fCprG{)L5&nU&?g zeFIGepU?8ESbLb;YD-$%0X75fA(7>KtnA#sH~sCWzcy8O zHg}Q$+X44<5&m<&{@wWZAOGD@kmdQ&e>26u?EJ@Bz|g{of-L`?G+{(!E1?Ep9*M0b zmEQoLz$$zGgU|u~(f;f6`MBV25;-&!1QG?wN{YSlfY?t*nD>*odFpSck~fsR}WM2>Er%Fmh)J%{xYE80i1|N|uCt4Xv=MJH-(h03Y_hF9k*jI!NlvUwd7D z9}o3MV5D)^lNUpOe+Vpj(TIR>-wQ8?zupZ!Q1&IcROicfSD~7}-Yu-N7xM#!k%?g& zsowuR-k(Op2ATz!|H8LOjGe=g(ydOOxA=&#Zko!_3y8Wsr;o3=9AoiaEqm9!lDaLlPj zHH#w@{=WO`;iFn9maFY!WQv-eh`)#6^g0c}TjMdh_@xQPk7WM4w?z-^!o=s3>SU#b z*vFA2FnU>w^S|yG@Xq)+kd%4wM(QAJh@O{PFkjF={KYLlf9<42$0v~L1VRr{dE4b| zmf7ujfrt=e)A}cg6mBZHe;B7=;71kc`y>A+q>k%8mTv#YGqTLftQkYAtl;jiL}230 z4DZ7%**Hv!zl9HSNONduaST=kKZpTxCxu7I;&0oHf3El$@c1LWgHg@3T&<7v`^*CIjm*35{Xn@2ZR25Zh0e#19y*wbz# zmOs|uv|~R>5BnhF_-UA?p|5M>`X~8rue~z7`USVS%HwXNhO{ZPzXq0Vn!x9Eo#wS$ zL^lA1CdkUzyqzs16N|Y#p84o*3!kL(a`srbvoAYi4HBJh%gD z#P`q{N*LZQoH$uLWk#{)&s{6G(lR9x~S$dWR^!?3unO$7f zU;+N5HL&_4h0&KrSC0P~Ua~8s`2a}amf**cSuwk>LO#^G94H>4r+Ri?g#q#yCE&&b ztLuK%TG?A?PSuN(TS1~TTmoyw?;7!gi}dn4BxZQaG)HMK5$ve4`q|>fMx}_5O3ib*`fuNpap1^JWdg(RpVD1fO+0JseGR zrP-7>d4-El#iNT71Za0;=C|)x4~9HkEp=!R1Yj-?af~4Iw(@jg8YRbra&4?|Aj~YJ zLsQ`sK_kG%>uEh3)|GsJB@>T?Ey{nO>@^nm4kx*&sK}uYM-!U=i(=5nJta;l#ltKc zI0+z?>T;OW|I<$y%_Gda&DpJZFWnhj1A9zMi(_eO<`tA!{wv8(x!o`6HIcCP6Maz*pEky~|`pNtSQJlP}K!{}BXpvL_ zT|_!koh0t_7>~!HB3k_3v*nfDh{n-eldq;uUzfKWHXA9CF?Q1kpM-xm33&H@9`M%? z%9n~ks(Uk9gpdbVn=}dq%S{@Fz8B@2ne#wQ*|`N8F?8D3{n98YLsu#MBFH9o6L<=< z@~~nSd&9yDp=T0K#i&)ak^beFZAGU-v`cPnC6ugwJkUL8lCvWQ^tjju;~3hFgolM_ zduSSPU6@=XDNCa!z$oI910MjB0Db?HygRlrDm+h2_qU}M_?;r4hF764CE`BHQjqf5 z?-wnEIormpkhc((m=N2Zg;GEaYR@)ak9Bu9#i`od3P!o5wqCUz*;$9qow(`VqLAH9 z_rI?E!9B-lTl0fEA?XXeXeH=UqthJkkDv)`2!H;I0nK)H+t!n>=3TH(r3wVc@dbiZ z+OQtxAm50Z5n+KgIC*?IP(D`tMKI%#tzD=FhNyJ=!{r>2V;2hu1|sXdbQdj_!Mcu3 zS%Q+#aVHeh@XA1UgTUsR4PHIjmhr`*dq)fB!cdF<4;uq4RDu0UYZ9YFMH&L8MH-Qt z?-QOs#wBPTzfr~_vv~cCJXM46hc{?H4rYN)oaH@iTtgg5cJsSha7U9Nc9dj$%3QOO zFuY&I)BRA}r}^Hsdqm{v{y4_HHHQ~047puty0a1-@y>g_x(`>kcIb!a!=548;?1x- zZddzx9!oHq@3zEveh{(GaaWPU5fJT}^aj&lvPD-?!b=pmXRUIMSJ3=<)vwLBTz`-I zMm`9mV!1hrq5d5Ym-6pjFKcTlm4$EC&8qG*u38K7%Az_r8R5BS%;HQO;`T}pzJFN~ zzS|!k`}%Y{)j{fa-9wgd-efJ1gg`PE>$6U|gZ(~#O3ztQE|cs7LreMoG*A0U^f53O zBI(_;pM?>WW(Iq)A<|5#SiyDap)^XX(iXZHqJ+iq5WJ5$NAK!xv@O%Q*yTVO*1%S_ z>fe6Djgfe2Dk}or@8Tj@(mSN(@x7FKRMJ5%EFX+6zBP_lTH3zKd zo+H1jmg2#PHJ6MXN$>AC5Xsoud8<7$kNK(gpKHx7iQ-a#d}!7$pGkwLepkF4zVqew zpy8tvVp8lxj{3QdB4pO9?A7ykHDV>$9XCI~)F|m9M^_DiGw&_5{}sSc(aPR>Sy#cN zo_*b@@-5Bpb|+As>gDh0SDXaM#uRp;Sh~CForMyg{2MUP8YUTurImGbvUiC9%A1;a zjo9uCsA2oYH)pZc9A(wXcK0r`osoJ7_wkjrFje&z}9 z*wq;_Hh5zqXNc22wT3+lq=6-kX)&9c9k;(YSu!onB_H&Uyfhs%RCjDD+PGbVQc}@~ zDi}S^QkRJFtwV`OG}3fD#2h>Csp6_5_F-5&#OUv>x{~PwJU`)8L|J9SFF$NJ2YVO{ z9V-^TDwou>(HRJZDhju(MLuW?Uf)Mn(Izb~B3 z$3~;@dm_n70Buz>PHnzEolkj3V|jd5m=hyMy~)k8n0aKe#J^>JcCk}x(k8E)TT z?N8KDV|+YfJ(qnfepP*ZBo-pP3lg;ZL1L^#Cc)5HoZ88ho>`T*o<}ZT4-ZaKAQJ0C zuoB1UE0fc;1QZs}@ABPr1!{4V^2SaN%uYHk5*^r~ zO6niM!yM^WL8=!9o4d|Ti7+&24&p`$oUk3+4&GU1gK|*FL)rrEno^(#T5Ql>d5b+8 zYq<5jrO4fkTz_ajd}k#jN|uKTwSycNf(p4EI7CdVaXh3F;_mxZg<$W zylEb*;YFt4703PlQvzy@z-h3;=WRi6u{n>EK0Lfo6-m|t1nXjWBiWBVXd{+f8}37cir4KeNIF$$01^A1vzEO}}i;;;kJ?DbAVe z7o+J{=Jz{36@>>e8^W9TmCkdqi0cXBvRCWulKt}#2s_>39;Nm6R|V>b*JKUjK&`nt z11yF$RE=JiY()eppK;VLUw;rp)cwYGw)wnm8-2?p0>uBMaP|PCq(VQuKzkOm`wCzq z*(>8W&|e&kVc>5Oo0eHtfNB{zlDXN+@9nl9S{X&a&9>RLA0kVTIy9}GN8L~v^tV>C zSBTbF#;9Jx&5JMFi*0^NW~tuwi#)30y!=t-xg&4*IV~<;oqmX=+nUtI#Y9L2Pg6iD zAoB@~u!=t`9_L37>7mTs4L&(T#_pWgc{c!`2Q9ww$^EM;@p=SBB2@1{mo92N9b}<{ zc6)FU^mW$p3KKxgP;|bsV)(OQi<1aY^@5$S>KM~7|L`fH^4c`hR6)R;tE4q{EC$m~ zL;7wf4cxSmIG*M>-rw~)pi4N-I~9iUJun6I9d;CY^5Wr#TfURzO;V9ad&5Z7GrIVAkPO^5|7oqxX2k{n8Edyr3ZW7 z^HB*KfpXkLI{_)sSj_b1kf zXLC!Bm+=;}hqRauPGL1Y#%j=CpgZ{}lmq0(FE4Z^ZfhlNlixYdSFu}j-%;bodjNd8GmPqG*4;w-fR}F;Bvb}{2 zj-i8L3=I1olLRcob$O5pVqY4q^r@mp1Feukp_y$)2T2d+%cT zNx}VUEU%$G2xouC9Yi4lz#!Otw;A&!Ncae-w3DCZ<`*UGT@{1}#jU&i&yPe zd2}Uy7c58;TM5Gg8smEMx}P8TyD$?)@XIm}=1Z>HWEw zt-}Em*i-&BGIAURs08tkqKyCU{9)VQcx5>O0-2w~YNliaZp4-P63Ac!@{z$G6@z~I z4V`;BCNE4N1tW)Q}iq zljXsuC$av5$Cm6-5g>)M)&!`8m#8<#18?7vK_C_(Ok(-DLd0acFM5ub@+Qj%bB{+h zz;~{1=`P)BI1=tb2)20zLrxMdc1uPCKqk5UR!mXAFY|u3ZsaZCMpA!Tt}h0Sdup?f z1c}k`4-(l{icR}oEgU#hQ7QRY{KU1WUAkqL3V539646W`<7C7-wyC?_EeZA9O6Rc! zlBuHinf=Bc1e|$7QLNV*`5s160fQ_Zg8L0iesl&c+?vqKPyzL4Z%fJ&iET}-2S0_> zBi~ihLT<}vcy6YA??@3sI`CD4oUURw2g%`Rh~P_`cLED&G`}*$46EyBs`+s9un;v< z@_I7og>t|+Kc^@MlhxDEeTX-k;i7ku*;^RvlXn)ViiV5f7xH@;q(5H99JW#z1QWtFZ{S{%C zPed3t1PtlHZ?&)_dZ$;Cs^{j|S`DJ1Ira5@bqv>gm-e1-yKewkMEmq&qfEaEch4HO zT7`KZNcD@bz>aP;2X1dc!|mFO6}Fz@EfucI)^SHb{p-fN9syGFIj}L5PyC@ZzUX&% zz%&fSlreLTA)2`z#W8H93c2ha-5#H5V2>8g4hjx20~j4;)uyeeaHVvB*Ai2$I;p)9LS$e0lB(b=`R?qo7&_AYR@;CeARB5BWUA_VKpqQ(BM|&hcoTrz zcx`?h`6ZJhVIiT`6DhS8LJ4=Y{?3!k?@*?JhemBZW4|RjXZ$!B@y1iqjb!u0ir9B^ zjTjMWSqznMX`0_QQYnI-|HH-iB4QGMEa@bIuxhGnATgi3hnxsrna7YJRz-Hx2tJU; z5KT?3=c1gah1?Blhn0s|O&atmNT7oZgR1c^{ZN&7JRWbUh9PSB(Rz}R1>D{8wg9@a zQhgu*3YGUu-jVf+rKtdbkMY|qa<<`#4oz7uhAUzeM!t6yd`{__$?ZmrGv0&WiNQaD zlmt(DWB7A&_j2Qu=r?y%KG1b06R9J}V|kSX7^_2nc+836r%&@fY#JvG=F_xV9tiSO zH$N+5WOU9|$-mx#Fu>^KE3bG>oaNDF{H1~M14ZZd+uviYEQlsRLDf8i56VN``Hm)T zcwfXd1v8+_fd9lb5#%{A7!PrdriIgmCb>0*vU>#pRomNRA5Gicu(CL$W$?$7efUrg zyFMrIhDhv9Na9;BnZ+sQFXYIkrRxo{zw9S**OL$ZRo#ECB=$u}pz!uTsD9k@an0K*4W z$el;b;GBIcI?Of_ zG&45i%MBgfG0{l8*$D`x^I<=9;p$jrDKRU?93&S6#Yy0!h;Ij}p|={ba}haPCckqU z5xUB44U~ONgZol=VV%Z@!N@vL>YJ_Ld*#^6zp#*Al%3>sBp$bK6yUa{5RBX{MhOa5 z&$%vVEHkrIAV1V+0ksKA00Iw5sWC1)!r-Yf4tWuc=nErglKzlIThj4DplGgsG)ey} z1RqF19bgWM!B3@yU<}uSWz}i{vh}$v?IqMU3XphI?V`t8bPZ|=GX#JEZmP6RH`fkd zHqp~~^9l=IPMcZ^cs6(ZmdgJ@sYY=85`T3;mH#||4UxQ7 z6H~~v#>;4}&j06z`WNM6G!GvYMG?@1lN^mUhYgVrZCm?O`ZLy|)OVviC}M}@5(p7k zU2vQ0G*IG=9WiICs{Dp#{fk-%B>kfc%a*G}@1D9TgSj5l;d!dk$RgGK!<%YGnFiFG z=8nknzwpAq*KY_>@e~2QYh4&4r#<9*r8P>Ox%$6Xb^oDsa>R|+u^|H5fa0UubxNP7 zBx(vk4l9S)2Z!Dgx;X!BL=YI;iJh;2jQ7=~Z$JC;M;X$c%M_wuL!&?#$V8AlW0ho% zhfCF8Z3qOSA=to=>d>IQXZ-dV;x>xz7yAal(KwR;6jqzDPJUSM8+Q9&GF!9*A*z<5 z(`X(D)GLX)_6VhntXS0mE*zq+p-siuvR}=C(YA{HHzo!>Fc1SDNh;uHGf@2W*flIn z@&tnr12&Qjg-aV(BixYe{<0#UXU`}XAqvRL7opW)4go0L0a(yM0A4ze>Ry{}nc>+D zNC&#d(B;f{_Jtcekzr+0@PPmjmT@6ke@Njh!BWzEibD3@CxY&-(Y8AT)` z<}<@qdA%BWH(1B=X9e(IK*LnZXdef{^rHTp^}px-JQ)1|u=gksyH5WwH~3V5A|PsP z?zPT8Jl&TUfFytra$@7pzW%ccC|KnHnE`%YLtbsfe@*}215pW}S5D}{!GGw~C>|cr zF35r9t^c|e0Rshw0KHnlt0eti|NT2D>7>N~6a(>#iDUHtU;-3C5iyGXJdrLYdUtqY;!Pt!qV${&vWOJNvbyZ#{}AU>xii}~h{oiEg|>QP zshfDsGp8-%QBjHi_vMLtE6q8}x1wf*4 ztz%O<*ynlEua}-4c`k~Sec$c^RPnC~`jXO5kEnvjovRqJ!nfNlQSM%Ib`3cFGtU%B zrpEz*5Ht1DZ1l7EokUV}`0VK}eU9%xyybf)Ns68!^Id?rOwNw-y_;LgxZN{+;+I+^ zqEYq3FKFQN84+*t1ZpRNx<#+OJpPme@?2)atF=_mwP+qC5`b$_d!~vb!K2Tt!?_jD zf{WTotEYE1v;O<#u>&EKP}kjObj?e;y+QS4(GHt~)bCC5<5}iY8vp4x%7XeCi&Tmc z08{7lT{#0J11;C({>Sgh_UVRo?VIw#)|@l%^pqWuZz*g>+5oVP*yH-O^R~?(T+|;1*C^rVmWL2qk7WZFnXowc}Tge2=_2 z+%lCYQ4J6}A6Xe7{eW@c;hY8I8BFhRph`8O`Cs=)&F&N`yldSOI-<*%!G?Ha0*}*7 zV(R^sz_OOy^JdU6V|Y9uRr00_%}?d{=9ydzhku)y65IC-*Sz~UBELWWF^i%=i3kob zUuXkw+Q>10_qEj$qfpej-Zby9eYfAD@D2{{iSE2lhu23U`^K!WwRkn99jb^x zgS9y?u;-xeSle@LvP!Ucw|M22MrtZ^=YW|PwL$CTaohzLc{L&cQ1;G|{e>k-k)j-p zrb|&%t(#mNZb@-U{6!v*A^@TBhkZ!tq&mOTWa@QFFuWDtIPJ!3XMK3M>UgT_k*Kqq zEhL!e84X}fYtZ}HH?cH!Iy*5p-zRa(k^^Io}Ba_b6vTm&d%FoUh5BG0bA zA!pR;Gn2HHN}1TGeI&&Wz~85T%zZs&3k;WzMH{LhiOBW!W;~hKixM0D7ow!~PA;7g za0<`Zo*F*wr?#33?x9_rTK zU;;_Tphj}3mib+{vQPHbH$MOu#5rjNNPCv((65N;&Fs@A()j&D9enEl?w z<7OiX?g8 zVX5Io5U-)HdARuRu9p1$cdvEZy?TfiRroYNC^i2OqZFisH}IT}El8yJLWYggZ;Sb? z*f5+JC%YXDh0Ta>Ms-({3iyTPBj23R?BYr^^)l!vcYzgA;U-_Jz00R*i5-|Vg;L{P zxZ_;-Z6?cvs(mJEeRV0Ld>jZ(eOGnWexH*_!&14gqOq|<#SqVOo-iecPf%ace3qeJ zeAWos=6orsW1Q)GiSRR?ExiSB<%nqU&qB1*Yn{!ylV^$9Jx2d?zO12T9Q>^QNrGV# z3MnuaJb!%F7s)d>nRyJTWqhj73ta0ev_}2uXuwY*GiW1p_o-auVMqCUs$Z#S&;8km zA&%Wr%o@oRP;DS+8hDyN6Ou`*&ubAsyU1#`f9@0#iE;GO&m+wuIKaw}%tV4YIF>ra z_&o~utGiw?J@^c^Rn9vN z2Ae18*HcA3RMtw-ym>KPCLg*s-%ulu38m6{F$aUN+i&~2Dyj8fpcS;f*TG1 zK^&3rS;|OmW^2vaumD(xpOJBH`ULGKjZ_%Qs7tco4d60a4w4=sAECw1moTzZ?2558 z^c?%*+XWeK=1#`|Y$;hu1n2?TGTl{UHWNTY1d8RG>73PXUT|yl0L2_$#(6GHu)3yx zU1F$zjQv1#NBP^#=J#9QGt;XP)OKZdrv;bZ^vSfzk-Rd{0VL1`ztA4}y~&7kP-#%Y z7KoT9D4XznPPwj@ZviZ;Aje(0H6Cg;CTGYPV2G4mZ!qNvrJ- zYi0SL(*2$<_>pUM73RL~B)s5PRXSi_MB7NYCz6rxkvBN~g#B0s_O%Hch_s%X4YWU_ zHcvXre+qF%#$BguZ<%DS^q#OQvdjRqWBKH&1Z1oCN43grEr7r({{aXD9KF_p)*TBX zyG}3NCcCMU^j;IR$~F-~bL`U1zM1&tgJ-Qa<6g3xRjjqSvKAmaKzUA7=%0BUM6)g? z=YO{N%sZpYY^!;{yZtu1YmOJcfs?`T`37#53IIEtK3WczH-J?ZEyzm~WDE^w9tOJa zt{-?nu;vdmWBtx!vF|&;sVc&B1uPz2NaDn!=c*0+aT!V-&X3}^WRpA*xO&f`p5p>b zOA(9Pk6K(Hv~DY$n;zRBm${>2yEllv%_ZurOx#D!H?Bt>{Q~){6(v~2b*!1J9f?b- zFWAgU!_RnUqwRYmZ0I#Y@`j_2Ya?J?sW*~MW9WRTy_GV`u*CLkrsC~#Fbl$97jda^ zTUU7n4j3U#j58zByAv@?A|q{5rjjDBAZ?8wF3-o6M_5umm)&CuRKTRNTLyA`G;GD9 z(D3ez+XDjmCI!h?#3#h2nU}@~J}o!i&xjgEy_yY%^pfx5sq;X78>f2!f9IHa4E@4R zt-SAR^?W+Ks%~)8y1>$n5=KE^I#`#v@cO4>%HSCkrGuwX2z9DDUowjxRa<;&apV07 zPuq?n4Ax;Fp4(G<6k4Kq>md6I@69mhsT+#!W);Uqj>7Scv2n_r-{Z|zgGcxlu`47h z^~dSyl+&F$8w53re5~p^TltP9U zoL#viaOWxoStk?seZEx6mJQjL1)lNHx(7g_I#@R%^?Ar8BjGJ$baIe)k$h6{Uj1U_ z-n4Y^UG1s7&bPZ-*W!V&Sjwe-uNdBM{RXFA=}Uf8WTu_1zpAahgv)*WiFa8C%Ge5L zKQ*+e;JN5-HVV5rM0l$!qI}87Zc8W#W)D|;^(0)926OqDr|fV6K$>0)$4kLG(85iN)^Gy)KMNTK9$ zlER$jxfdYbN_A@`gIk3YN(1Pb1l6`}DVAa(FkUvB1!skvM{E^&{`j*(Dr~Sl?}4|! z#eAY7U8)m-CJjCN>|60%?phU;z7~bUGN3JRB=jw64mwfF0vyXc>Mg z6jRD$G5P@xt^ixHR8m53p*P#M#XO!R&$)fzE`lFa~?y3R_vN^`EF&U_9F26G?<`AEl zlC8oCOZKVz@jrZZT9!AweO=9X3W0w!50q09wqbWYOm|uzRJPV9Avn|xn)njAs*FD} zHtAr-J%o*CLEcOUeUxmERqv*S$-zlSr1Wylq3P{`M>_f%t8(L$t}Fb@m!o8?uVwH| zgEX-@$i3HU?^!^l6jxzn@;ZsR`}{RnYhH_*#C1aTvc@G6N8;Rf?AJEKq|&<0ENiWp zf=`}`zT@U}AzJE|)_<@E~TVWm(Ij0THD&7PrtJEizd&M5> zF{Dmy?J-7Qf@iI0?QC`h!8l!QIgtF?#nnsUK0x}4s(O<7PFg1FSyC={$6<^ynyZKM zj^F}y3H?+w;rL;NsITE=5`ALT8DaKoI$!Ton|pAn{x!F^@p;CPv3_d$ag>QnUUdhj zcKtD9El*`~*I1L>z%BE->8=g*;L94(lHw%mqj5j6O2)44Tm>K9AntJO++HR3FTSF8 zWpa&|rB*ZFofEX7&u`Of?o{(jk&lHoTLh8WF(W|i{F_-}T{#kBn_{%kW>!I8qf?lT zaZOVq>7ZOz6c==~x?ZCLRl445NhFs4j0>JFRt0CtvtNNOvn zTfyhiRA;I%>!*SY)QdA!(L(ra3tn_Eagoy2Hb~0ujXWi9`gV^9A$oFiwpo=lVw4px zxw6kHmb`%5O_{Ze(dpT*3corP;^P;c=eXK$i}F6DFyFP&Lox$G?Fj;MRE2CdCT~Cn z95>`+)%jCaeA{Ylo9#@?!-QSBzY81v2#~uXnnR2uhM}b#+`pbePcOP(C5l22zsIXf zwAO({fl|=gA=aWHZdbk2@u|J{4xc2IZ8ATZo^(F=`f}9$@|op8mq}w9$Y@B;{McVM zpF^9ipmzC+=Bn2R?Ic~Ze2w?w(=R$7+g0K{Y}|3K-C(yd#gwy~uGNhksrCXjEKO;6 zh4e~k*mQGYFN6ELo&5Q0-r~!L{v_53b=rpvKz3U&Ouxb86~)Xf^F3te3xeD$ejNCF z)u=JrzET!1IaIQTZJ9{RNP`32>)Y0@3qc|j(tOIS*1VrXlSuOba}fKc;A2IKy+!nk z^1PpB?=Zug2ga0BMCqh%3)NUvqjN~%@&Cr^9LAEQny(OR60jJ3v9nw^^_)a zc7270;Tef$EsF*dnlJJXPh7;q1szc@jVM9Ga1U@|t**6=q;Sxr6u#CdBmVgzdp`Br zX8}zL1OwewQ$>&FKUey3P)6o zxagdFr5+U80#zpOCqQFe-fZSMEFjw&V6zUJ=gtXUqujX44mRFNwv@Faa#n_ZuiMU`OJ``XMKA5?DuspBI5OjpI?vF?oM09g}#DF zN%XN9&aJIvUigfE?`T*41qgh+9;6&aF|*1n)XK&KpYFB>@$A@%(v~>~pi)0~pM3#k zbx8TcP{F>Z`D6G;X?^kp0c_&>5~TQu1i?iRstnr6AB=Q9%L`ZrR=u-hQ|rqW#8Yr$ z%?iiyyB+N54Y7Abt?fdR`EB zxAuKO>+8Umb4-ObMupNS-EN~#y?hFhtwzmOQ7)ah2AsdxW)?17Y_^0ye*1ONK zGr$FK8%>0`QXqut4(URWnb{fJ!VNFqKnKMKUobLJIVvILfYKz`43#GX%ocxqwg zHmF(|cUsIpFp@T~Fd2D+-NO9@dtC%EkyT~7gvn!FWi#^?_PTb5RAHx@^@g*saDr)A zmD;JMcUm-~J8HCiWSmEB11H2yc~`c5qv@KpvTLUt?`hs#EyriN*jFR?1xfEnZHiuU zgz?VM-deL)`C)3xQqF$E0*8MlF1HRM&d#cV!S2|v+(jd6X?aasvpd~<-=R1=ImJV4 zPo3p`kY_;SSrLS18>tL#4MRbG_G#8DyrU}J6IZmQDfSZu*{#Z7#zK?EA20Q{&R==I z6^(P^g14xpieh*O)w8nHPEB%06JT*=^nD8W73UNV1?uzO(6z=)@aS{Qhhg(&!Yi4R z^ z+4mz6+>B@XbI^TwHS6H*)i+O_g4h;!_|76rtR-(JzNl2zVz|3Bt0&e5lI*R&Uz9bmki+OCHd!;b8Qa`hdAOD1 z5?NBhU`4*^inR{OgvIkqD;@}p4rU=FYJPM4rA+27UhZHCxpFK;}X6nvoxkqPlXeMjF z+NNXx+Bt*?*}T(?dawkH-BmBwikZ6cx%FHEV|lG)wt;VlZ?4!Y#-q4BMg8hq?A+aU z0mT>VHnFXxu??aP&spyqJG)qZDUhpv!Zo|N-=Q?WHP5xXP?RhF$ea?!XzkEVy;(W@ zF-Z1`Se4XUM8KOK-5&~4Qn{Tb46~gM7cLAVky~iaR$kg)@=)J2sZZ|#d zdQG+HuU-yc*!-2O;&xaY|28w1%&lp)w|nTT+e>VS#GfV0b!yPpF@_l_&fAx48|E{# zbx+?mqDSw&D)iTTEMHF*o}ehQW2VOz$AtGyeNU7oi#~1c(5qU_tdpx*`rc+Khp{ZP zSWLK)J5uZ3+JFCk^9*VvHBv-G_j!g}DFSMT-}s$GfGXezZ;t0|vV23A{CQ6?q!}ej zF|SaPtFO;Yd5LOla*8~Fbk2fvtox1KfjDP3ZV1}z1Xg;}mF#eR`O2Bs(CaZje6oEc zCUuJ zZ#=7~r498!iE@%MSo^kBN<#Ql2wnCw~M#4(5i`$s}@sSt)9&5&rsmz<2%bcNKbdaTwR+~UQ# zt(hMJRCc@twJuwU$%&e~?U6pQ2e&@td3aKw5%UwNC48pXwLuMg*Ok5cdG;=ucQvw+ z9lBDY3+^%AD*pI2g1*8iHB}<#5g;@cFo=-Vrt<_6Au|#TeVV=38;{y+PC_hAz~rog zFcm(f@S0q4myk>NY{qwbEFhOdJc>?YZfH;alHZ)woYGoXB1`Syf0GmnXC zx&oih?@{V_YN%kY=4K|?8z`Mz&%v0V$bbHM0Er=A&Lb?rU?>Qz!?mVg={)|T_wa#H zWoi^Jmh#BX#cb7udkZs)#Z>GE_R$5E-q2@eAMD?onwgxL&B};APO*RA|I+hhlyYWG zL@X(Wx$!a!BYpV&yGToIhfGz~(>uvg|-yv0W>)wE;Y>QCu5B%nMIibcL&!2XBNn9w5sf(GA*D z#@Y!<=p~1nC;Aax7Gdx{IL!W&1@Nm%59do_jZL)^o;^$T!_9%56wg#wmY?xAS9XpW z_?i8&%*H?*e)KV;q^%~vIyan!N=whC0DSkwxb9?mQdGRbePlg&PWI&{a#LDdiPajb z=N7uQCHWM0d~AS0vvcOGpS5#bN}4>Wmn4#N%WmiD(J2lE>2TZX16<<-Yx9kacFg)h z7jIygB{42SDk}`qPvg@#e08m-A$GS^KZ8ziIf1K!pgtZpl5mjCcH!F#(R|k7(~yx3 zdLaG!C}vlBBY@Qdyz4=Sk3IY3nUMH{-GBg}vayn**RM1vtZab!nUwcV3gc+5c+poK zbK)deH)K@2n%}ZC4)cLOm6o z<%%Ndw3&7xno&PZJ+wZAc?t~{7xXf7f5mto`5OxYvDCXl|6Dvr5;RmiWH z4koa-d3SIt`>;wDCYM5WseWhKLUE~66e6r6yq8oX*+7|`qb@A&Js20%DwN?F)R7@< z5L?h8?CkVtu$8&6^!Z_ooowYxTQ&Y)>4Eudcx9ze@fuL~4L)sa;Ou|yM4^NLCr!>; z`hKBpY9S^Ox5fLU<5kNsL)9uOC=ab-iTZ}XfE5y?u7Ka`f!l)ThRaXjZ+m2Nr+M$N z$C-2VuJB8mOj7pjy5n-I7Ghl+We@d`6M&$Il}?6q54;lW_G}3CQq1!(1tjlCXLodF@cP|dM_o~T`}5UlrVlj7kD2;MEaR${8WWVz54OUlwvZQenI0`_ z2V{_c7#080ZBlHEcIRkufep7ICppJO`1?^4fkre($z@6uWoA$Aw|9>{0}O$|FuWFn zV#Dul0~5``ozdm5B9uG(hV*8|qt{C6*_X<8TaV}=LD+bWWuG;5*p@70FBbI^E(tzh zy~7t9>&!>uFgrotGH75@m0l_n;!RiaNDUS?CxqHONd2rG`HOVWBLvD+JtjFO^Qw}} zBJYR=e<0gquPS8g`mVlf#SI1ZGR9YEDA)ppCRnioAaz-Luy$kFWg51vFr!A zolU+9CjCt0)=`&f?`^Yjf5;eloWT~J28)UMy*T}9nTeGT8 z7@i1&uC9*54wEI!V$qv<+=SxXC}%CSRgS4l=$kE=bsuW9m8vuQBu5;LMf-$mn}yr6 z`Ne>x?dy2y@T^M0Po3j3244-|GDnp?M~6{G+iBvIZhJKQ9Q`7nW^xjCS3}CA9{wWO zfvkX?T0NGb(Omxg2O>@4v;e`U_r(6$D;^D}IJn?dNl6_le}}SRuFes>@5k@*11i`T zg#K-mU%odmF1zPVF?hsvR7Vdhorg@5Xxe5eX3xvmip^IG6dLNn-K{2if1%T)STx9u zDkhn9s=HrxZ3vP=cUI{ZV(QZh(9hj%Gy0*K-JzD|h_z{!U1pzHILtoDut5?jqr#O? z2uCuJp`x6#h)=ge5qp1K&-HA7!-IEJTou=6`f%yc*Pbn;D(VB@WOm=_lZ-cD>Tpu+ z&ix?iPxY)Nh#m4PXTC>hg*;Qz->=(;{E|@~EJaAxz9}>WX5}K;Vs1&3c$Z-;l3T(w zsvRkhVChp1TA{C=M2MFj=G|@jQ3_gY6%(Zv7)^FjvMF- zl@u52(TkNtI^zvz=y8r!f3Q?KQPHr=igNjxZF<2ee6);o=9+L;S^c$Q^W^rq-%jF& zOCoI^@5=PVq%A8?!1fDlV~Tj*4nB%S>pZ&T8aft|PVVZ_7(e?l!a+X!HI-~}Ns?8O zmg+WuA^CPw=rAbjIXh7wAM0p0LGP3IY0aIz5lKtSDX_2N-jeUq=yk?(CF&$rJ~ZdM zT!c^@^kssz+}qcUJ#vgFKJ-lkpQ(cKaNg=G(Nb8pAS zQNC38t;fORYAGu|s{QK)xr5R}8B-F~Bf-abN|C!{_K{n?JeCF4?-w%y8)7C|n~dLY z>X(ejBo_4GU5FF_w~{c-y6z`@&5sW#*U>SBKIfXQ&VncX!q#G>J|Vgq+u zB1;L6S_Gy7v?mBRIL#?UJ1agLtZqAg<|I!0I*DPsrP%5>6<@x++}=L@D6igLV3(Mm z@A9mOFBhO}Mm<=Gw(b`&%lN6+mRs+BpVmNCt0K=&SRdrlb$z&*tBUH-WSLk17UUb* zda;;vgV`L^ejbwIqYXcQ7gj6_NtkU~xcA{L4sWs(l~81U)TNKXZq5%*bL(|&j4P1f zToH}&o>5SL{YdQnD{W58?vYD8{xMb}^u9v2W7ohmKKKJXQCu-~FJNJT1oNTGekAA_ zG-ebBvXxkE2PuJ#Ufl)8 z3U>)lt}aoZ9GVN_DA=JvgDM3@&l-H9ZPfA%2j|o|{98@K8Y`!`CK4wvLDs$Ac zn^GU+#l)K1b3VU01p{mPsl8LQMg_l8lk;XPq2V zAi>d2*t?a%bSrBxYz%Lrl%4rb%nn2HL0etE%kN8$9y;V^n<5%#7+1))D?EEWJNHxQ zl=2ru0J}0s=PD8somG(^4XyF(nfbb~9CYr3=;0&J#{7>agU`T&dP>mZW3bNpr0k2F zb71efGRN7|q-WWx2x7oU%Kdd+PV>l%4;ao)Cf#2XLVGCIr*g4nS*z6EXFpxCHoVd? z!X+#Ril>~50_Q;y_sjlfi-DAN(XIg%!RnjK?VO7->!K=+_s{~Kl8CyTSA8!ZLpc6` zzd(*kteQ-Bw6f|{$`*4<`#!GSAdH3Yp{4lJg)b=jnU_D{)F6`aB+XZi?IJ*m+x}z* zpcR<6|HlPDa#z_^PS`D z(o;MbcG<9%m@4GM$J`E|tXPfL-R45gYW+~#B*O&ez7*r2I$dRgFQ*sX+{sZ$Laz+y z#J<2*en66RsrtdXWhz<>;XT1#C_g!36_A*Ild7@Tp0W0gSF9LFbn%&gJ-P3A7`Y>E&|c5ghKiHr zn#LJIF51#093A@=z)FTmY;{=U0)tv_^p61>Np_Lyi>h>{teMQAnf9GD?Ova01kR^8 zcY#+_$eE0ggi&Fc^T&UfpAr7Qb;7O?ox=@6a_UWr+kLU;&>$Yx62>oKewpELQx}%_ z=ZklP4?ji)@gLqdp|AI#N8LYq!P)~k$1t+X^A)-M*(RocW3M+UO?81;%2k{MN^Ydyl++eYG@TgR#vJ_!Jb1T5Uuz_}u_s4F^be2><5m z-B2~1uk2F?7XsM|%YBdGXl3^u%075b{Gk9XC|9d8Gt-tLoyiB)Azfx+^-^Kom#A1_ zpWuav|LW$^q-55c_iwj1y=}V_si=f187YOaPsE((eJNGedo%w?R3DB2i8T<#EgS(o z+4Y!aiy_KM^aa+wsG*?o2X^-BoX3?C7F62gsiK%oQa{|^pM91}qh||EjU0`fF^v-W zQbKbnSb0#W7>m;3*S<{CG6H018*)cz_(JE#z`IyM%{u$bMw9~R13NhnAMHYVcwnzh zEs&k4kmZ}4$BvXiY`geK+34)iv0Lr~WYNIU+;n3tI-U;8PaDt8=de&W9D3S&ONh9- zfTuq;C2(yiH^OpJJ4Zxp&>m|HN;;#2wFrMO*8U&_SqP(>qd($p2w!luE9Sm#JH33C0}F}2h3SRzJ3iDmFhM3 zlmvTIK&SEBT9vl%QunZqb=G^?J$;n<*%T|K=amqD09Qn0j;rVv+gIUl495fad_4}u z$5?7ycz%1%(o=O32wrL1T$DC#>%*BKvkKZYBLlIvv$1vGuR+jD6&1f&rtaYE=NT}+ zzh{oTL5C#{taO*roKSIDfJH~d#8YFK?-_IgeppaeQ%}S==BkMXwWg@LLY&Ry{$hYHR!85AXT%4jfCHXz3Wt2u0qIoP{r3=b#zeF}}6T zZ14VQAL$H}z`U0b=}%gimDSTw&Lpp_tEs2^)~&-eAy@bM;LbE*Y@*la5U$oYOvJgw z(Z)c+pao&%3p_dCuotmD6Bd(Z-(5BTx}Iy2O>FA-R?mIoq&V_=#ikQi_A>^eo(#v2I8&Aq9F)hZ zNEp3WorP??O+aK}wTzZ_m)Kq#s;DJ4`Pnnc>^Y^h@ai-5@+SI}@V_BlJLy)w^p0sXM)2D0keeGfQV}#o z&G+O^8Vi@CEvubfH^vDRR|re%>(h-rfE2l4D{8-Gib~_sHN%>>UZ~_6we=np3%!lg z=+`}4vZQ~>eo+N;I^>Dm-paH@2o(5h$Chh;EU=ozS8FWb?#0kfa`r!S;|ae82w~sk zb2?}Jg~)G@+6rNclo0D3BgUgC;i-$l!Y>u8OA;*__ z$$qqFw=TiylPo(-;4oH%{=(;>nFT9~NjIMj(9+5{wpr9AmR62tmfn+f$^BAkz#^bd zYhf^qVv-u9y#P>Gsun%@#RuJWc#}kUqj+%!UYnLQgQ7lsS1g{y8(*{e6Tfrl5^~#c zJ$rE#Mp|o0XwEERc1HWrVn%Bw)TR7bX5M>nMZBJhdHBtv4kyOC?CG{BRmkJPqm-k5 zzBCbo8Lx08sXbHLeRj*#RIOoImidM8Ga{4eJzy3b-4jRxL4YuP^7cG~ zb;@%_9r@+m$*M8ZvEhhUMz$}Zs#O%q(<0{i5PJO>aUeC!rrrT3! zP8Q6O-RMJ9DzPqZjO= znJefVmuMZ#G14i#X(u(=omi17|8I9n*GHtAvTp+3UWNQPWu2HiwIbVcVuSqUZ%`j? zRG&w+Ir1z+X$E*kr{BYTY8E5N((u|D0Al4Knn(Nj^H@59U$Nrg70+MPdZ&P-p=p+f z%1`g=FE`1Gg!mng-`-IxKSqRdo~f+Z9Q2Q+0-zm_2-E0n*%wkNQXNTuPqKL+;E0Z& zHxA0-`Ov~o&~mi{)R`%dKD_Q_AD!HE_L6KNvo8D`XDva*^p~;ep&?5BZndt?&6l;3 z4ClH7-yvk-Y5wxc2MY=aZP^uKFkGhWxbyQ*a2UE>MY=n`i(|YX1e>}{8 zH6d;eY(>8!qM!e#)xVClXyF4}5sN{_qv!wN4icmRCLi;Z`~L*l>v{)FKBfm`C-{He z-T!XyA0ZmY;1s{>%9EpAYHW;NH1($$b6Kul{0C8nGbkTEr#F zc#r?VAO!`MtaNS#EZToKW-0+rr_AG{7sfwy*RKe0@BaUHr8si{LWpk+7`(C3z9j@| zX`1_20?j_KI|wxZ7?zy0+q~=KKEM)9Lw9fY0KkOe2B_^%?jIn;#4ZUCU^@swkOn)C z0P=|1rtxG#q%$x4xd-fOfn)%{sP;4IMHuyb4my_@6+L@inUKZ`A0P~U2p-i^enBx7 z@HJ2oS}(K$tBdkZd}Gutpy3&h%Jaz^8=T~82G@Ygq`63q`E{$f2n5hLp%hN9E)O;p z{R9D{llVpO+qt9U8LStv^Dz(qxSIh4)Eoe8s0m0!OMJ~2@*Y4^M}d&nM}obq{4&C3 z;*WxK0SIjrzl{1a8-Sb*3n5xotVz#!8H#xUI9v}A-q}h(y6C>UP@n0I!gGo+axS;I zH($*!Rh9VK9(c#NNj+8+2CxoeU~IgHU}|COtQee$)}A8hd*Anf$j9{@fr=mug+ves zK;0Jv^uU&oahL&F3H@Glgf~Q0*Eqo`dE{SjPYx_pIs<}zfDvr6DD_F!|Dfn z$WijrM|&UB*MdE-1p^T=<95(RWO3SW6I~j%d?UQOS^UygZe}MN5fIU@QxqM}?ka5E zBF+8PPts@YPpA)r_x^kuT>rSFpNbGJpB+;w*@yuEOdG4qyTkj-+2s>xIW24U2EZ(A z3NT9d6M{{3`hC_CW7vH+WtV_TFU>6+jKC|&?`29_X0hto!C;r-+I9q>XD&YX1${>! z8NI^e&<_-TVeSI<%3Ib{8=_}*$dWqjZ9f>HZ&&x*@z}G2&uc+vA;>5= zIVn!BU!UfPp5*N>lQd6>J)bG@qFPztOhz~9!;_Pj4>tV0rTJ63g*){iB0$uZe$8p_ zXx0X>wPt(6;j6kLL-)QV|NBiTj){10ydu~K-t!>fCl+d4->rd(B3MAQB|aRX*T1yr zvEr0}9pi+|Il!`_ai!@MIoQIG3Xw~(#1q<%gXo37Mt3V3cQu+$aAKg@$fZX+3G7|S zhxvC+zase8t6J`1K$$Y?HP}GPIgi7Eon@8c<7XxAjP8I(xV!u5O~4qIt=TuHPo|iY z>Se|G%^f&_?h_+pvsNlO`lizF0WRwPWb@54hrz6P13>|YtM zvov2HTB0&G$4QaX$n_bQlD297num_hvA8ngAr> z_LmhQsoLF(S&=(%3K$v!a@mfc`gxGj53*HHnOtOb!pnX7I0e&JAIP2jTmdFAi_3PhAfM$d7Tl45 zXdx}`Sk&m#xi3K+8gF?)h~@qoKymgtOlX^D{Z2`4&Vhw;vM8Z8?75c6=KPYQa%e%e z^h4O+uvtpQXG&CXPm<_w04yw9*l`2up6z7>E+4y>t-esvp!*7e$y1pM#1rMe1`q42 ztA@KohJI>|QFelFE1+q&V0Z>0+!Ks`MZjJ+3YN5dy1mRhs&PNa-^bGSaE>w@3Ws$2 z?zNt1VP7~UJjp$uWK9+(JG^sd7K_6Y?_e?$t|r3gc%rj6lhwZWvs%Bdu*W_|W=jiI zvOKog?JRqs4uB;_sLaC4$1)@P;L^S?=6h?L^0MNv3QC&1mh^b>df{A>NIXJi0{lW{r7arVSz$Zf{}i3{uR%c0bx6_F_ymj z3xLM3N_^Is+tJBw@XxiH7tz=;(yrzAyEif$aiwA7{&rwH1)L;K=<`Gg`T_-nba5YWcN=McfN)lv zmcu@RH)Gs3PiP@7mc)ee%VR~%ziySTK~>`=0<6dszwt!O2=f48Cu3u-ZaAuG+_jZ) zRHe9Xh6dsaGWY;fnPRiu_s#74-3WEA_}w49!0Jw!a5P`^oH{Dadx?QFiYmv^BZ^&B zXHhHCCnCr5Aq9x`1m9we{7}OeyI8H*L2Le#4nO} z!z0guK}9!4jA|W$;9xBY+Kk1Sqi^=6;RKVdVFyd{9fBF-83j;hZW3;#$@5NU z);3H!X}(k{8V7Y}d5l9SWUfo5#K5gZR~FrcCd)X3@u@Sw-9w6glLPUbrN-f6^S!qv zl57Dc&P#FnhA$0Ir zkX?WexH+!;4TKZj6wY$P!)e44!s2)9$%DgfHlipnk@c0fB#2=!KF) ze3t%og3?Cg`m+*D1DVBkW%d!qcCU6>BHjp&jMbCZQdBj&SJ(F4Th%P%mc3QqJj%`V z>asx>yNeCDs zg*z$kAJ49Vm5hFq0=fudojIMTQ|@D!9q;MkSOwTpct2@~`8MkHKR=F2HP&lI1KSe(PL9MP&$aS333WR*jHeKWk&E*IZ0_>1iMbUDGxLX*NH1dA`< z?htj-NZ^Hm1jAqq=iz-EkL8*H6u5ugjTU7k(Zg%7B35k8<+jyEr8*)}IuZ5h zX3<3LbAw2c29BUVrW$gjgB$S<5@u;hX=^tekI3pSG-{$ch|DP$E7zFFx0YwyH0~?p zl6ammSdf0M#wDHPLTk@tB#-e~bq=zBr;Vws=mQ+kxGsbQ3y&|v(%L>L#9eQ{BruA1 z)!74jSQr4|+SUo0Rz;iL7`C5cLIz++*0r7ee3dWWGW@lkgTphm@TFC@V) zw@cWwv7B%`=bAdT^mh@tjC|Bx)IDpg*IQUk(hOGK7aF>kf3n;IwCV9T>J=}V&mX5O z+iR@?6X%7R4Zd8bl#J|`WuJ4G6zA*C0jFM1NC)kh4v;?HR&tcJ>jZtkNwnM$z!zGP zOsIW1q;`E?6BIsyqKY6HhH;byD5q?sWO3>|yx(n0&pVL4L;8WnjcZ43MruvU(HAms zH-g4pvX(z-N3p*LLJ`0^qS`r5&!WS1e`)CfdEkx94E-ZhQt9`)1KkAk%X$<=iDBzm ztQ)4%o?&P9lN%A=1gss|B3I=*mD}UCFIwwswoUJN&Rl%IBMMojZmjDVFe4B%{;^_U z5?IYoMZT!&xKJjhzjJj>CWO`L=;lMQ+AXZu`eCDH15l00b&Kg6pfvWUOgH)}=)IYi zspnuNrn9&@-xdAF0ymi z@3Cr^7tB20&Y<18x8#I3Y-d^49XZDCg0;FYB+xshiE~$%Sg4QHHK>GYiq8#*Ycoc_ z5XKgv38hXOim^JlQR{@>pZo&v*)lpzT7%}^xB1Z8l#yaCR&s^0)12eOE&uIZxyN3v za6%Z=Pe|QnMXhRi;fCBE*=KHExJJL^PaxR6B=P;%NT<@01dHUTW;ld*NTnIVq7Y<3 zGSrFvbON;rhgAc|fj0zfk&k9~bG})+Ii?I4)r?rKJc(?&fA*C?WOf8VMPC%Y{yXtd%{zwy&$!>uT*2$WyrIkS;-7`wV-ncV~1W4S;ue0=8 z_5G4jJZ2HicUOfVQR_N=D6H0@Ujt_C{X!RCms$Q&jGvL8b=KA?y zdZcV(0ndLNzKlIgI17Cqcj*tWgFEO7&_!BQeUVOsNW%m=MZQT&SSI8L8vK+Hfy(B< zwyp(#6aOpv5itFPqZ}Z>oF*)Ct+bG13FNUS!=JS9K`i{$WOz(j_u5~DV}{+S7t>u9 z7x<+6KLaK?LJ+zVKW4X2wu{w#s1udjVj?F3I`-{-}{L& z$94VH7(+2OghXAjh}+hek4zy05Y0wB80S&XUrbdigzBgZ3^-1s%-O z8F-(cXwio~L%G^`ub>>hz3o=|vK;;tUOx)Yh#F-^S?+mqqgFQfs%bu_Sb>r4yqR)@ z=r{5G$!{KmorlZ^N1}fsp*eO?r6#12oC^}odwfJFzNurTmL$r4^q@i}eiSw3Q6kkd zQE$Fbnig&cxwGTdTqRIc_E@#gd9@+U-g-%fZxCN76FKb;3za5aAC$LSrVrXr`NI)s z@Q0q;y1yNWPy7@x(bfwTp6HN9f(KqCnyK)@k_0v&#TNAN_qB-|mdwx21+LXoOwAwn zhi~Ytk0W;JJ8n-!Z!CEAHZess9wNiX8e|V`ZPZ8(X0LC`ee_Vngv=s#8akDEZztP6 z!E6RZokJ3v?Us90^(ly(ta=Xv5JeaSeb1Ld=@nNzwcs@Av%(U3F=)x~Im^`aLKQYp zrD<(iDBmeg>qOL}y8*A`3gcnib>E!DwbddKQX1~C2@7kY)kz9x&o%{|1}W5eq4&Ff zAbZTzlAPEY37PQzj|+AW5G;DyH3{-1QufN46!V_>~H z`l_SCHTFeLZX$ciuUOY~pbk~SEsZhaTP81dqZ|m)YE18u<^G7Z7wvv5WU03(Hx&26 zhDFn_xv)U#^yB3WrjWL7%@IeP7| z22WH%1=7Pv;`=hlRu`p&;=-J-fFx>apM`-pH)DA$9smg1Q`MwwzxSxacQ>d0Ji@OW^kdOW*>| z|IDO0(+KiHFwA4TE0D{$7qz69M`fAfhso37HcrA=cISx?PpFfYi62d6cv_Vm26PIM zBc!m0%FmDX^iJnaBl$xg1Qa!JfXh0jSN7-{9DOLSguRApaA7O+qRn+Akvio*a=8E3 z&L>EC>t;QaZLMGd(3%qYGKY&O%zt`du<$#f{8TtDK^$Y@m*m8UF?%cA)QRS>hce1M}%6^#&-GVd{ES-y!3U5`L zDDBpZb(>hT=_7QKalKM{^!Ukbh2Zm?kq=S+-^;h_Hr9&u$%Nzcoi=?@S6#!SnzsbL zjWjG0#+RSO^DLZg=0vWz*O-W+c=)Lk<`5AN;mH6SLAiHRfPs#-}{MJF!HND|mdY^aIS)}}(46C2Kdml%i3pzC!%bwT1 zy||CFk&iBbg>G%M+N*Fe5D_(*8Y}hPbk z-oh2f_uR|Bpu$;n?qsXq!GOoA$=^q2 zXxM>n^mxd+RK90ut5ije@hxC|^d}zANDBiLR6_D!nB~J^o$!lXPgDhn>ERed^%l{6 zGs;{GDPXuN5PZrK`v$C08WnVWRz452MgLkYtUU#hgYtG(T^LeNW8AD2(pe6()6n z)EjSRRMT5i6?G)g`5 zOl`Q9ucsE`Pz8@_-{4r^|GYClJ9-!#pqC)P&{)nUf zj?P#CVzUzjSRFM9-IPMu$akeYqNNks9}3}FE|~AUynBtYcyDMGP_OV1Rd_Bpq12B4 z$IFR=ymZeisb5)gm#myWcux~g3>MKUu)Rzs60eW=`t4B%4@Tmfc>0Ateq80b zJC*u*zmDWm;u2%=2E)0KZ`P(_RTCwRV0f-NAzt1qA#^({+OsPtO@<1&0}dtaLic_z zTN;dDEOrb$&Jp^8AfX^?&`3`GAuxMk2(k&`E0A%2gA_DEfeU26Cm0ICiFf4$+GRy< zUML8x#h4g)uq*VuZIec_1c54w*vEO0$CMZgR|l1maH4gUZUv>*h$C>qEx(gWmy*kV z(j}v&611Kn6de@64;XYFyd)@_4oR5oJPH5HpQ{y|mD@$yhKr>I;x`2wcWsKv<; zI1{YG0_~H=yB1IO=ahXlr30K+Sif#4o%=X9lYcyJa__s^@Fsl_X^DmjF9Z`iygw7X zcS?MBtsm+wpFxed&BbpR{C*C2cI)!()#n|>van2YJ zPf(c#vAW6W?ESN z+V8IW&G9~Bs>H~dzPv}y+EA;)sdDuC-;XLK#Z`IBoOQG&r?_Km5#_D4h_@_+l8KR@ zmg?8pSP>ZE9}XXIx%n{nN*%LC=Chs{s1-l(EMT#VjJ;5@nABKIRTo7`XcNCm--1w_ z!49~>{oP<&`Q{Uj|4tt!u%f&Wdu9a49&%LXf~T&}@4WN;;E0-I7AXq-?ncQ##^U(& z8%DRZ7zjAP5$Lk4m0fZimml^Z#M<+;tEx6lZ1ZXLKp*xa~eKn;c1{eF5^vH{0)FGuK;3RP(UNrbcJ%-Z;hJ5>ApZRyfEqEeUM$A72Yl!%!F zd=Pz7rlyREsf6a^PNsNb*A7P0dHijJh^k_hpt}1}Uv#I&O|&-$t^cv9LO+)t^fkq2 z+__|LM}3<@x>2WM^N;4-wmUqcRFN){(mFq{C#k5$eN#8~>futuv2hr0NORFZS*(di zIaXW9sOcLd6ST8G?!`{WGHJn0^Dm^0j~d}9>Tv`eEX^82NR0XGNmi0N^nIc4(}B8 z$6_uW2qL*OtkL$3<^6h6g&>oh;3eY%qaL3^(Pbif=lK5*0Ry+9QRV|=ms32!U+LoX zwF-#pdH5UG^xVzg9WvY^WAAYEzIkv*>za*ayHLk_FobR4og%i9fFo#6Nr=E zAV2Gpc`vbJN?jL=q7;4NCL*baAKERIQ1b^PX=56}5pmJsxI6KI0t9_c>qm~nf7CDk`FoB&)UMYA9DV7r zy#F9ic!&-Z5%=14mB{`{5+RO|Z{S#)G@xZk{6n+o2of!Fz=Z8TozFvrMB|>lgynx)`%60#fQ+E#il@7h|I_*W zpUZq{^nX`xp8M_0-%U{)pYA>|H@_M&CdtG4_U@a735%y>8M-M?S$fw34yTox$x|uQ zv0O$n-LaQyPlvTkxJG4w#$^!Jus2kyJ<-V|^=512=925!-FiUKOUHCY>-4k)% z7&vQl9dI7-#6`iN_DA~Hk7;UgYHIRgl#M@s@#i6NdQ5zbUr#MW(UDQ{#gYE=Bftiq z8vhfHW`Ohm{4L^mdNe8qstX|xRp7rH|En!t41A0qAq6c0e|_)24-LtnprQz3CPhj7 zk8ePqA9wMOKY~6Lr%sPf zzj*lfw#p?yTfBN`1IYimi+_9yP#~nnACejJx%c<%pPi&WQM;;I0OcOF67`w3 zTJU?!sQ5FkUh5~ZknTbH=QzWryw2C(>596g{{F^y(l=VcM&%jP-K8(lU5gOXLo%As z(N9}$oz*#OR4iMTmri_ezj&O}gXr(Cf@y}*VN{f)Evv$HsJYD=5uf(TmKmi96qZ$U zGIe`bgUiG{{6VbC4^9D$zyB+_3ia6?WO@1OE;OV#kwa$dV*S`AGf0!Rsj1G%QCPhW zJdnLqg#^D;i>2sH3G?rBkg*6hr4Z@3E#&p$jX z(y?2Ahq)QkhTLAXTwB1ZF+l^}8v9=}_cp2%FTPUq;tO4#O&4o70c0*lv_{^tFx6Y5 z3w>{0(-SORu8X@G%@ztXp+A^e%9?T(Y=VDRzq%4pd-?ZOfG(;N7rxTfl5F+4;zshb zoXKdauD$Znn!?Edk`BJ21V}}Z*X6?bHmK&&S-3o9s9UCM>HqF;uVisH%vC+=^wU5R zef&jfYg@gB@yWu$+Fn+Txy~f30^4a=ad}eWtwF(xWfD@Wf7Q1Y`M$T_iITfLUW?S zAJS7bJ1QnM?{~H4T2Xdt`DRk_{Hz;ibI{q(Wd3T3E=Qrf(_OLj60JhtsI}bZz|**OUS*6q^FUI%@@Xe(-)4;u`gKn< z2()jlH``Zd&m?VGuei>5s|X(#XgIc2u?>BiG*CaK`R~QzYHiC{o~rHT@unT}_qYaE zps7u!bQzMctGbxevJ<68LAG9ibj2-PjUM0R*LHan78X3frLdcK6B&6OvioJ>O0-11 zdDT?+WZBTBe|AvkXe+-`8sqq4?}5hmlRZ*j;#h+JUTQkYE`mzuHJ}uC?YIma)Jw}2 zt5Yf$#UGkeGIuVSgRwv#UtL^iC~^Mq+7ViKT{Bly1qy9jShFJ6csa*v#WPK0cs;lN$D65Oib8TJT^|`)VjdaHvidpm6&?^*;f*s=~FffiN8Hx zQw(T!4F^)m+~x`e@QEy0l6s(9*0CMz!qKM0uyAWUJA!zoKbtI8u-%YCiHVr%yrl5T z+y3k>gRF0=zu=Tdts{iD~&d<0P1BtIKJ+GSfz^LzJnZ&LM8f#OP zOfJJQW0EyLfB4Suskhd_;I_>;cGP!eOtw6uurC{NPbv5hINh&z5=cgV4V-~+aZOTE z(z!OGz$&lL`Tn_e>VIa8KR#u$?*nMzbo1@J7v`mMhSW4r`z7B5@EY|O;-Zd01V@Qs zH-T=RVIdKfhZ!Xw_!h`DOG>x+a%Q$j9+ifyg}>YN1eJ?HmDD1O7KdK=^x)P;qisRz zZ`lIVjk8~7WA!fSEAg)LLNymUq%Lo zQc!Ap_O)#DtESDfgZKY={93x0O5gUA)q{jVQGPzt%>&ujuXjK(gtCQ3eR8h5uQl$X z#4R{~E%Mx$j)^E+Rw+2Yfoe<@_$if?S>>_1i=02JNOcpr(l0V#yHs(zO7+aeGIOm*#WcSi6p4p4QybLX5jc>ndK(2A(3@2!&bS~!fH3W8f`QYia z(?+>gZKD!m-Xnc$EK@_l;$Rsac`fvcI-Ta30P(-i-)9;Xm?*ft4}a3{{yu}%%*@1H zoBqB!t9gMd&=GQv^b2P{HxkcX%AsFY0LXGAP00B=U1ls9I zgmXo^41?fk|AIGMB$>nboo)F~I$OvNLW@Lw?zo<4jvi&JaqSaYe#k6zt1L}vW(cZC z%oGgV+(Rqp#UCoQDQ2y`$&E3j*O=(Pg!-0jU%=Pb;ghq6mNipb8&s9wBy@F3Ua)^S zTbIUDY4%BFZCZO7PqP?acQh<`<2sFdRr?v4NS~|K#M&;mDwyw)DGoF7#k>sF)$jdB zB<~+4xEPw-*|6ge?Vvmfdvoyx?!+1s>-(9!)qe70esS?YGY<|X9*n`|9%U~H<%{l- z>R@aV^v2_v>{L@p(e|u`HCv1gjv>+88wU{)&B}_eUmrJV^9e!2n{s-l%1q@ysvEL3 z9*>;AN1DHfjja!P|4R8$@N|XwUHItPui2UsTM!PHP-9nlcEdG(_8WLqY<_;BZSB|N zbBnFsvW7Ky9@&84W$OkGrQn#?$yQcBW4PXli0i`TUV8`*wy5Iz&#Z!BKpYx?|93uyOlh&?t%Z1ws4gdhF+-Vb0e@Rur5NaA6{K=L^$Fs$n5 zon<)}IqP9AL7naTNN$eMa?A+pv>W&xdpmz9O z?8QPn@R@HgZeMu~OaB&a05t^O^?UDD#ruL93lSP0nl-4!X`!^IJgWwE18TTJI~=oS z@qKYYcnd%LRIuLIQXBOrbK7kG&f{i_vulo$#h+5i>7qr`<1%}vE9#K0p5kEI)`Ltq z#1+(kQnja8#p<_XRp7Z19K*2$ZH%n#_#QDwKUHb6^-;zdJ81h%U|EHkvQE=u6y0;d zfZFKdaIG3h-RV-2zu67HS}5`RZG8nwEKrr?kjGYElwYhTU*)u}0Ps5z4+DGCxycnM zcTIT8xGdnf+~M&;_eF1P3x^)hq}a6l%l2!SNBf%PdBd;lbb&3?u84!=8K1F_s{o%a zGvxu3qxBpr$B;c2T^favN`!wx@PlgAn6%1e_V)X9-_!h*kF#LhGE^k;_qAe zL3#JQ(gu`8d-%y%zZ-ZB0y`7_{DX!CkWG5G{q43asJGH`bmw?fSE}El9tC$aM-fjG zGu00v$7~9PeYGyM{tZkZQ=qKc24Bs^c?Xf=l!mVD_&UVxuc^XN3fZ+X_iNF>v)^>s z8>J&~p*16w?$71@p?-HDz-ZKpfwFcsyfna;*0DGA0t95Uj=u@b~}Pej8mC;Q!#Zw$*G)abfWQt1+sfqo;bB-eQqGNqB*bWUxxK z+t9Q#Q2$*6T@jYjE((&}MN5cRf$o0lIOH;9yy+_C8O!f)lVGMFHZas0{MucB`1H$PjKYhCKh1R3*!U5AH zklyrPg%-;TvXX4%_pmEjfuE=mW=ER-(PxsqGS2sn&J)2~^Ea{?S{4@<wT9E#|9Mj`|!W2L2*|) zcUr2`m*{{g-9gp6wuDg)*GcH|vU;-bn#a3tfB7w#X3}WA&C(-W%`4u`Wf)54Xy>Dj zyx-U`WagL;gGrcai|3}{*RADrq-Vi6eW$K~hyd6kZ(`5M-~th&3W2OpAMxFEY1jN-tN_(I8dJ! zl&UjYOa1*^kt_@!7haVAU9z?86RS&OVpi*lB_gBn5yOv(!n4`$Ii=$PS?`0F?Kl#_ zSTytm=RIIEst|VRb6jB@kS~ydKd$@6i9+D)wL%gu!tAO`ay?4zxnLed zF`Te0I#(eGCcWV#aVV|$27NlM94Y6plg#`FktiLiNBL(wG-}8w+{W6Ri%Tl1-IqeO z2oFHroKJeUrz(%{*qtZZ^OgJs(GyZG*P>5<^Q~0K<&?504VOyOY-3pNJHZ`qgkcpa zK5aPs{GGCRSJvGCvqxuCrE+gvGsj}hq~xSYuzl{bvF{tF@yzFDRf%JH23jUBZgaIN znyvYoq6eti-AoH2s;-_VLVq5;eF!$J1dBtq@6Ulu*1jK~xC8TZLJ5qPA zP&AJ}+3q(mki8u)v&}O>V~lfU>m7JHOYGyD5~*B?%~Fh{b%^TzoL)c*>0lPZa=wjB zgl{Iu#+79iKpOq+SSA2XiX|;+@zCyGY}&Q*QvY-KJ|+1frVXjZ7_AdUlE_d~oH4nw zb5=7A)8B{coWC&1aR2C*DLw)s<9&2lQpPve+W^fnv~@#PxJ4&NRQ#yJqw*MwQ1%PB zka$qg=|(}aB3_)!d~}lr{p0DTz~U<9GUHxeDXKQHv>)l^u9f+KRJx6b)=WLiX!+-7 z#uMIF;0#=Omp*--Q%|K~Ez>>#EZ<&c=y zYL#nuly;~AlQ^xrU}UQKS%=NnzGLrn2+3RV=OXKNG~dtN7qvFKhci>4?o|?>s#Gki zM(a%)7su!t5Fw^ z0n!_C>VesT5C^8&vISmH??v}*!8hUe;71z@7ix*u|*}()wW!^OzC%nK8lJb>^u>! z0S0@a?zLKLUfeeqKhW>mRRkmcY^W6d_<0Uiw;w zf@N0ynD3(TRK`s7rLs%wQ|9mhja=Vw%Kqcv^E{12#|;)F#7}Ql(*509(r+ck_T~ol z3Fwu+9LdKVpFg>B0tj&SHQjNjc(f+FJUmDM^#!;+4-^I}7pWG=Kk>+pX`YI&p&_y9 z4sa%3Im~rt$+yY5i6_(fv$GOox^d`#4oU!2YzHr3-D4Ea(H}Fsoa!Z%Fq^K^QwgPa z0@^hbz*S4urz9v7g{Q1uc+fQogH;v~@l1tR?7oVhD%9hs=`N_7^rPaaT55!f9fnq< zyqIx6xh{Z~oxU`4XSPJG{4+*og-;iAB3--t-sqx?EJ~1l93^+e{zZa< zN_9oqjr8D={QT#f_TIP-glI)tW84nKLE#}M+uxj# z)W>=dPL6YB6HN>36KSzUW_bRq>bervr8zkxQ)L~;z&dsc?Op&`f!s_t_2wy|bX1-I;h*KgSpSl%uJETNlUVFST7~|-~l&}_6ZY(Z1e3^=dIqAQi;5&MFDt5IIo;hZ_@E~_t>j6G zhn>{py38nud;(xT0z9PJyxL}&;jXA>5eI+3vuPtY^~6Srk3RjKWg(gCegeVmO}jf>ANmyq1Uz@^axhnBTSLM9No~k=4_bYxKW)JpR>ktCWZJC>B+eo#-YC-F~zE zn=38u;zK*-e8iqY-e9iF5~2$x$Wzk%bS`Mhv(+qg3p6HZqOflx8^rwmzK31zlw8a_ z&JdNB<1v6;Vs$)JLxRYR+5N;naZ0?_8!&%G)(h@CnL=2bqkNVbImfw&1lttrvXb$uZ3?|?P zv@}9XCdCoBRw(+p;AU_3v>&c=p<1aoo@_vLY5;pX5WczUA9M6gFGp;GH z2DA;vXZL)MKvla?y2to3EF_{bl+mcNuCHl{eywuPy|{CeuhH-8hVFfHiAljV_*(BAo z!fv}mBwX`XJD3TyjbCr3e=L4@o+wd^DfN8L;X}pCXP%jI?*fxj z5rhQfLC!OkI)|A*Q<=43o0pon9w&e@ZIq0fh2FQ7aDj=?l*PVELhPC~b}{UKWDyI* z=qH+~xA0_Rp@sv0^qB8$e>oq>vv-1UBP*zA2F$e!MX!!G2*76#&>jNM1$g52_V)0l zL5hnhg@uL6<4a~X76H4eH>Z%gEra~}@ZWVhqD-bKLHymA*jwA_%tYQ1{On`#He9g# z=k}9yQykIx!{qvcwky$EjO5$SYs+UTV7N}0Jz*q-$9t`fARov;<3gkjkHwV9^fN983g!iW%x`TzYEEJiMoKW0{OeaY1LL$?j+pkKE_=a zKUp0V3HcpG*D5{H}C$UBNF1vbNeah%$#>oC~bUh*oa^VY#>~r~ddUuJ4#&>MXxi@EQtEAMVsl!$@ zU`)Ii%FosO!cRB+DPL-EGVW6WA>6Q0t+kBVxZlwf`e!WHLIMifD>AnQx8h%VJUBgW zAu1~$Tf!Qy6XB+_zsl?sX|a zbamFQ#A)5?6XY2;U%#R&ZI?LWE83HYmM>ymxICU7X7cQdph$g7nCCEbna?=pv)NiS zIyb{ZY%cR5+rZU@fhUAQUm&uOK$zoykl*p_-gr75Y*%e{IntD{y8&okM#0HTDT-Np zL#nq82CC1|M8ek|%`i`C>Jg!Nec`S$*6{<+UL=YX>I zc_PCMuI85+=ry)#;(*}9)#kQS^DvIcvA-uhU*dIOJqI^4(hvd#3?;O@q(s9mr5qmN zp5YP0_C4L=9W`di<*wYH@HFSwtKw#bQMO!Ptb1gE7ps=q)&3ji&~@f>J1SOuR3t%r zG%HOj?q$Lg9ON1y84?D|y-C)fR{d&2hnhpT%8SXK^-2p$-mDvfkw^PYe5lw|2Y*D< zuU$$NL(er7;#VRBt<}Oelj2dTX||Hf9mDAn+oPoaOogN6C)|o4xj5Cd>6{O`2g#s& z0MCP9fp@X%WQdBGyV=BHY=ua4lmi#n$Q|gZ*?YN6h11`$l3WH#qwSofdA4Nm7(Riy ztx^Uuh(nsgK=|fauR(8X9p-m83OI&^@ARoJE8U|{#|}JuAkq1bjCh}8CLMa0%V6N7 z`V3G#Ayj+y@3DxPr#}#c5zu#5r|~uO++Sg^_;skVeY{b?;bZEj?N+UxB4ZfNrPFnt zKK&C77FohZjP*$_vqS}2} zT_;kO{v%YJ(-KM7H2vbcrS9H9Ppw6F(6FP6k{~w4EuMMbHsu{RhII^47Uh(Gp$R!S zYWxOszzGb%*NQwH*C<)}nqw^NA0>Qq+kodG{G|lGx56 zxPfW5^U=1vp{m>Fe{RE3fXHkgi7g#?$d|%SuF-D9Ek0>@pux>9YABa=-upcnF;mI# ze(=f)t(n;;TLp{u&c`7CJH0j8ZKcBX#cuas!-Q(VbSV>+cp;iy>D9W|My>CsWQe`Q zs{PUi>80ty(d2yIA2$1P$H1V6ez+}3y&C(rN-J?OHm2bw@tDERxpqi@Q|kPbHnGV>GfzDo7p?HVxI8H3Q4z02s^UUkp^T1r;E)Q@s% zr$M;T-|J7zXt{33a=1Pr!a|vSofiZF-cT;=@xh!Ap&@`)BF$+)^(i;kWRoWURBP}p z+X&xrZi6gc8ok~+y5;NJX$4oe8F`;PZlr$UO7Vb{`6k)2c`zaTOFf(Dav>wrBEcx+UrSjXS$vhVg zE^E+*rs#l7Ucxv1j{N?wDi3U5)-b;`EInQ(5zAmIB;6>RWNPgL=EL)2#@r|CuX`zR zG_T&1l+oTjZhCbh)O6Zfvb)+fTK!V4XT|S;n7AUrZvV1Tv2}wRt534qm6}#NOYw%F zpq?jL)M%N+iOu`k$*zISbhcNpgAR+drRkQk!{)_5aqx2j+|5gZ=l)G z%f|9X)f`q5Jd;OMhtq5NiLIuFh7f9QxE-z5k;^`vif@~O2i35CZ}yEMTUAxn+rl>u z9%=dBB7Gpb|5)BT=DjcI8SXSZX;G_{;@{4ax&TScv0Gm@wsb}`@?x8=rCpT|zFsWz zvFnw#p09OGAZ#rDf6T_e#LGR~UFgcSh#1IJ8@D0ev`KmCk%I9*HwLLA9b>no=~=F^ z)71wcnk-K@(M}GQ` zo9;UE+VVrOk9i~@uuctO(VpR)A|>g6JwQQ4sc%M1NqmEaUJz0;rQ1?vGed)yxIj!~ z<+dkVt`M!Jb!gsXS}|BUYM-W6^75Mvn3FGg9vgY`uU+b`#dMyBd z-eF3U@Xd?hk}O-XsKW5Pm0kl|5I&LlJDDdC*Zu#d%_R{ zNY5Peu3zoyKH8ZNT)5VCP(kx|o%`2xdgUdNYS;*8c%{yS&*99*m-BShQsN_0mzC8> zh)Eip(OV^G15ACM8r#YM6^^#H(u9sK?$QV5n0g)3(7@SKeZ=#R+PCwUcPT{eg8Ym! z%NsJpSV%SYx{7MC-$Md&DDV|eWg4kweD()MeNbCD#kF^~*5ASWE?(qS3C^1)>%N`% zD<&X(B4I1|-?Pbc#1lN}s}rE0yE)PzrXyxeOr%U)?=<*ktmxF?k)EtRvC}sB*xD8$ zhOXj4{DACeiRGr(ULvzY(3iZ?yN16_?2h(JKE!j}f>eiNq!)9A1E{W~%yejatdCdd z>gX_^-i7droK1VzTvLOx<9w5;Ruq6q_{z zKNri+S5B)K8jEr2A)U3asN7t0Vw&YA;$hORlqtz6WG24x_oMm0f6toY83^N=jlS5} zr5P-ehJ#vzK7DHyoByJj!3oSN82UBFni=?-& z8>{&Rl=>9^8BP*xwQi-AymjHhKaeNsB4@}Gt_0rr3Ex#|*_ugp>&D9)WxV}Y69BS6 z>W$=@%P{jL7lDf!{|g=n^-rcDA?bH02#ytTa5o@uR^&F02yyjSy2^)`1?m5M@!h0& zO=!Ltm%wQJ;){NWFUf^}6|Vn%v9nK?q~C7Pm>;}f`{zB%U?bUJRC~&w$X_2pf9?i{ z)S%}Fygze{Q+zOSgSbf(j9l-`#Gy_|Id3@sr@XAlH|>NN8xvnfwxYlblj@(B1AwS3YLXyfWi1S4k=cI5 zh>t`MT*mWzqONe=5;iei+4TAQ?~VJFe=^L#sjPF6K9#?vJ1TPWI`tn|6RvViikJKT ze&J~Nj^#gZy}qLV>4kIWPET#0zhwQ}#^(%E&7^=m-MK)@JRstidE*T~e`;okf%eY? z7quHNfLgTt!(oxkgnR9uG5gjM(%Sn!U#R6d2Y8bGWEgsn+j2ZEYe}5l{G7Tm@%;7i z@EWPekco*2e)IE0L0(azBv9RMD71V<8UlgzfE+1>f9$1m{s&zB{xF!=y>Pbw zg&IBvIOheIYnT7?yqqK6cmP1dP2e3Q|9s{D-to^n@_+a0|8~j09~S?gpO3)Q4$y;c z9nFxxum%7X#_hSeytp%*1aS6_jIUYbi{@3WbeL(3WivODNv+j)|0QQ6WjB1q-<1fE z&l2r~k`UNcmAln-t?WD({uN7YKEdQK5Q8DOA`UZVX5{)z1AiK%K<_G$hUNAb0LWP@*#HwuhmFEZLS~(ABRYBpW2Gh=5t5tb0EAHH^tt9% zx?o~1`zg4hIUwnV8@ct%U6>GRTEA#*x9>u)7sJ;}0$?Ohn*c#@dKc)~qn46g)b>#E zaFSp5=0Eh-DjB8wWzk8z-kiQKsM2H>XEkw&4ht{=)qqX;%O`IZBvGSalI6~_NO(Ow ze@~|j;5qs>lzqdPf0w#pf%c_6W<<~Z`uOi*g7x~m<$tcu>n-D zkGSxG)QE8Nzd&?0LjC>ze$Y|;ra6El{nT1l^y6Fr}>vq!(jM5yzHEmT?Bo_G77c zSG}ON6QdDlT9;LTKgeHtkVe?&n*vKbz2@vI`G>}Er_28WhYe^?L{7E00?pHVekMI8 zGJvq1d(Ln09Rv3hqF1CN!VL=->(&7t#=2=$X_+>knLu^QduDC@tBm=z{HMRp6wUR1 z2he6^$mWz+w!ccBF2D=6R$9>(U{{(0%kY$v@-|ALyJZ5BXu)zoXKcclG`hZ$C0Hlg z@*Xw{iW%Y~9ob+5X znWwjDo_bZQ%OQ?3A5Vbx?hF9&-Knbsx5KbP;?)3#oW$65Kp~f_br1{_Eza(V zku?3s<*mmbZZoH9<7V<_Ayba6$f5$e+$V40RVrsWjK2h>s4LfR03)gaV3NWso!~rg z0MLYMj~g>g);oHY&i5z~vxPzlI#BuhogoB4&)|ignaOv3M^^@%TMwFu3!e^~Q(F z@V}dHrRs>}lvM>75!c7kzA?kNPFX&HIBmMwQ;ChrC0wF}ub@xQ_~%GZ41d8#&(LiA z#*MCFWnnY}`8Mi2`s#cLXZ7nyKPg{D!}p?k6|)aN?|F-(4?_?kH>5#>c+;`U>#Ofy zYrUcO`|RLQo+{{#B<`1e8hU%#besuFm}y;!M0_ulIoWQ1ML4@jF9-#nuA(zp$L=%+ zXz4I#I%MqB4xF6Rv6mFI8ujXE_01GeDj?bTz7GbXA0naHjCjvtdynVCMOS57Y;L(4 z$;3>%jd|>Eq4JB|noUHte+Zg^-06>HZ0b6Yzk6kX^4?R;S>JH*iL-2y>@Ro&)7&aL zk`}YT#U&3D68;_FIg=5L5MLspz$?#UztYh=!F#r=9 zW9sc4jxwpFIZGK}tc*4*97G0l@#U=PyuCx?Z&@IV6{qK3U$-Eq?!A z)cq?!Il>$7mKmHZ1Gtp4&JW|fiWKFTZ9|6^Pq>`7EZO$PQ3i{#1JRC4T8!7T%4q#gK8p3b2t<&6ZY6z)O}K` zTiFr5-CCP_nHa)eu1|=sSGAgwWkD)I=sGsy;CT0dyx;msbW$NT=Hd`)M9SAJ)tBHQ z&gX~D=<>rG6M1-%01=GrB&^`?waxGcLvTVwzS{Fpp~iZbE2J~i?vb7jM?P#JA*~V2e9% z+|Z~DH(jZUIhn?7SndEh2n=c!-S;uorfrjERWxZ}^Su4`BuLaDtu4;De zImdOgxZ%}&T5Zg-9)-iZ(f*l>1KUD};ylHXscX{@MR4)M?XBb}YfbKgn~Auq7?F%V z`N@_@33UDul7UpvyJGXshGQp)?rh7#hbD!GezLSaC>|}>!_Z;#k!6^#dUR*(v<#)L zm_qpB8%~6o=P)Ye#_f;O*$Xwl-l85^9%~mU`hBSS6^$-!C9-uZTiSY87KUa%XxYJx zWOb{g3b&?k6dhC7?l;|`%>5Q@u+>+tHn$hog2L4GNk05KoqLvyE#ML8g1q1+TmBdM zTc2*&7(V3?{;SSSOw4WIAOb!{Av2)wx=E>M*srK3;bzoi5o4-Hd03#2TBWL<;EAq7n&*4Q>Hj z=XO@d=8B2>;o=iR#LqjO;~;RaS2pi<3-IW5pTw%BP^DZj!T(g&JYSiaffB=hwFE$@ z1K}iTv=B4G$EMKW&@IO>T0Vy-TxG=jlC7RFhtIxd7(~=I>3dHmrxZ^eCQMKJ%`OmX znS8`*zc9;aV35_}pQK>4*4{+6;+E=?Zlr_8Gafu0sMWmPYvM7om)V)G)H2+YXFT}O zChhR0iLfVWcxR=wqBDF~3wmqsQ8-c4;jGt;%FF~e{N1t6 zrlyN$F@UY^SZkz(Q}1mLI1*FeQIK1OHtt;0sn)I0vSBJFE6r_&E*OI=XV z^l1x!1sR+|i_6I?ZO^R&>nL8_PponG!<%c8naP&Jk1L|pBv$K)?-C**W3NF58oy8I zKMd}$;*%Bby5?FJ%pGy>+GcMCW)8Ow#Fr|-cv85*;KUG_us=Z?ZMx?5SP7}q*81Gm zSF-K%fsVCogM)rspz}mu}250;`h7$fc8@n64(W6Vxd_jU6a98zeO?Vx>#~ zOu1D2k>R5m9Yy5oaFHCNDb|!E){|tV(7izbCDDpro!=^)TQluNF^q`Ae@x{jIiQ!0 zl!{v8?13cC>#wAjzquVA7viaF7n(G2gNOZBtdr+nv#N=%u6@GjFW^g!OwglI%C@K? z?97~OpaOOK`-Ju`ovMiUi+_c(>$iJJiBGylB1>a+4ZEO|m_VoT^5?J2^xDXiCS9wbFSWZnBF9?VDY8-c7C#RupSQay@_=T=kd)XEJ0XlsnU9q3%#Oj#YRMa* zNR=tS{V+paz^V~CWeLwKb)!OL=n&*@jacyUmIZT)1X{uFqTo`xad^PJjWOTN=w%K6 zhftc>KWX?RW+-K^=5+ZcP<@fe97Savl#yu&F4uK@z7+y-%6*B z*07V~DC_m)Bfdsw{Yq0tYPcj`OK)*u+dqF`aDi`9Gu1+GDXQ(R=|frKKRy-~w#sX> z1vIPn(h9vN)Q^cdkqgS(fOt@GrD>UCf*yQAT6gMxn)dsUdD35MRWLA{ysC&&M)4pl-RmklW|x zpVd7W82|Y&A~!dmh;exU5hZ_qH#IQ-PSm7Z&B`5g^YQ%HJfphQz&cANr~NAq_Pj=y zkb=P={lcu;J=}Z9<+-KJhTz(uW&Y26Y>AoPkiqCUZQs_k;yEIOO~9|Z#u~k({h4f^ zY^2$VSH&gy^P%1cVcyF>+BriaMAndb-h||vzPmmdm@^e1Z<$QLqD!&aw|esZIUFxT zU6pGGsF03$FaG3YwY8ISx)OD-G#i%pzLD2Y)vlwgArUc8AfbzOWA4E6!L6%w$-q}K zQ{c}l56yY$Tfd|uA;=w1eE6=?47z=fiL~#e@JN$!|E-6%qy4g$>*9SONyl-5~(;SVrK)pcm3g1u8(-nY|`;=dt*_Q2O%N|RUsh@A!FwC`E}x@g!2G6 z!ub&enLz&RLH8`wCu97b;N|f$;X@D(IcRD630djt=+aP@!Y?;|aB!MU_QwsURMLaN zPr@UTmxfd%Hn(2rKIJy^{kT8R^8`|aKGk>>edTS@pJg}`Rth3-Y!5Gi!9F!AnjFlV z4@M3f=59xNHNd`H;Pn33XapT?cCT@7__23hh`Q89Hu1BBpu&vpyyrv4(C-GBrc67# z`5{WpQpXQz9{I8@c8KuRQTguMd0QI}(n)dV56Boo$TiHl1ev8f${C`VKMo);@@i>D zcoi}qe*8EM>oWX^$M+p>o^q=+y+bjfjVy7A_=ocDfh>CD-D5Gf{h7JG8c4xNuCna7 zPgc<-f4^&K_-m;9cXv9k78M_+zC`Bygu2T^3zBmnr!6m`y714#utQ5l#&2;<>@9tR z0VCaP7^~2_$VTV*mz)T`1salvdRg~i3oLlO0w7zVKS=ZNGa<;6})FZq4 z9vVOEhz9PW;JwY&4D^uwfw3v5B zgzqUJW&X(D*uA2CH5TN@5pDQ~@+K#L5~bq2T0^!3NhgP%YRbnJ^m&RlxA%5tp_;D$ zRlA>3JaO^&%WwL98X>cD>*a?vc-_;ZKuy_uJv^L``#JG&t@^EEdpvV!b2RCt60hCv z_Xr!bqWoxNOR;C3U>_s-jpY*Ab%LVq(fmz&vo6b6#Fv}CKq|*GWO0>0rc6;ZUana= zTH|=pRxjDRWBXn=^sW!$bOmMCl^$!h#hF#w^Ge$ABKeK6{9B$M=IBQ9*NV%Wbt0c% z@oeRbCZ;AxJ)A#{E>bbY^~LXod@U&VzciDQVUe^DRz7#p4KHX=(pBzlk|{LGv$oqz z?xmP*QUJob^YX2RG$-P!@;ogSS)4+vi*{>sCj%LqYmPciVR476}J+;)Am zRk>hp6te2J(a7UNN5h#aVj`@}L9hYQW%fYAuj9kaUA{Hb)vd=YH%1z|l;`f#uzpi& zf}av}u@3u~_e&2$rS}h!aRt*jX=;*u_s53(@C04np1%@U0^jZ4UIzN!Z|faT^TJ7$ zSnEpfEJEBjqC4oVcxEIz`FbVO?<|9e7#WH%Zdh-e(Kal69pPs_=JfXE=H7qlJWk4F#c{H z)^o*{H9R~5ajU5}i!&1;6c~aLeV%1$lj=HD?X4>@35AiG>vcF`6Zg^&zhkI_;R~&27 z-45HFopWGZTc+LifVxMVs*T=F;p?X^D)*RZTmW}IKG$4ilRHR@p{ zFRDGw^RdL!^h=z&!_sVhYJK2c*8Pq~t4#yTRK8vo$Sv>L>dv!L$#gH86du(B8lkxc zJ2kgo>fWIGYj?fyw-usK=TyTI#l{Un9?j9=s_iS|Y=Oh3ew_GQ-w$@oiL+&IlF0*sX{Kfxw(7Tv6J8M{6LUeyHJ_-;ipb@=;>MHT{{9iw}j31 z)L7Byd7CVmOk&mTWQI8~zuJ+*FspF7Esk{D3xPMe*-G8oRy9hD3D^$XNxIit1!P5z z&DxV8yj6RQ2;TEVleLq52*JNf5lWJLM4^l8cNrNnL8|DVSpw}l>_R7v%5eiDHesIq z_3zDmxO*Lo6p_{=+qxfbKf%5%e2Lno8RJRgV=eQTwJu>Gf4B7G-Bx*q(%$}k4N6vc z*Q0vk{6q__g282eYO%NBt1F>RN&TA3eCo=havhX+Z?FScWUkU&TMRQfd0=1{g?Rf0 z##m$w*E9+mCymPf=SUy#yH_M;b9uSyv{*#LWdjlO%Bb+}%Vb)jS95twN_d$)KzJ@I zhQUgxi|+I8o)PMY&ZL-rzs!TGMeEfwW%MayKP{EP3opyP!Q~d)pX`p3lMFX*CSEnw zbI26>^lFRL%-6)H33x~2dqN{^M-f?4H2#n1NP_fwMz&QGCvt* zA{$pG0R?OG(y9NwAh|hpPOLGo>x0Oz z1jF#=G`ykr^1|^6pFly;SmJlnaFO0zPO;e$`3K8#?vk3_=Bqt=rWmRI5uaY(GT-Ne z?8KQu;|`x>;?b}Elv%7fTmV1vE8m8Z^f%WFESw2;F)%-VPF2s902%nZLh&Te(Up4F zW?SheOx`<42G<_d8Gk;3w`qIjcS;^vzghcg^DY2KNCH%ElRhSo)v5)@_X*UX5Nv71 zg#}!kOX1LtFNXPbYtbtfOuzNdpU-a6DU(fmK2u|#1B1PR8p*U+$JMIxo{Gcj6niUw z;;!sl>R}zUTW%*fPrvHaY5ra)Y!s=0+VUVKsu81J`!6i3|Kn$dNw+ja46SpjU#*RN z@aW|i@7pbqR)nQW1bc|ye{oMUxb0(DE)U=2XQEO!on^bib-NqVu`m&3SXz`cafH`&N zo4oMTUUMB=w&DnbEmizb!mzWF%hRLgfymQ)cK2R4CD))}sDc(Y-@|jVI1d%;5?Vfy zCrKG5xKWExL@U-?TRHLF(6X>Nr($KY^VzbQErDfQV`_V|F=q;!15xq0wW z?UM#Ej;`KoYa+FA2(t(cX8Vo{b%;+gW^Wz6Ueu!I`GHtqN8-w{o2~mTjSi=~BMa^i znbO1R#!@VzZrVkhn~`hV(o5SYW+J3K9yOT?T7yPDysO|J@J3cbyynTGOdvuQWIeIM zY3lCo+razHCltg2FyPMCw-HRsrnTdp+dw5 zbslljkiYe04ku~<$VRn$*>_){3{q%&vyl?AJOx_uDwW!-L)q!#`l zjo$!1_%N1Ljb*iNB)fo;`eq{ zupMr@uuNQK^iE>n*RoK~EQf_x+>aNpd(j>}LXPUdjd2gMHdl9+uN7yNF4SCKMPMdd z2{+%w#AQCe^onCKEZD(fRJ?iW?Jlq5SA&Hr&K7Z_U7yd(du5WYZ|I;T(OXo)c(%bBMiUy-A8+u5D>od{2AHNe_WDtv0R8*FnMHQ*~Pu#y{lIXytfI<)>PQTQur6*don z>WVscSB@TdbdX>E%*~a|rh*%~wFT+H0pz|+s;J8R10A{?XU1Ji)l2ysqDzJ@d`H>K ziRV-i10$T`E*|^yqa~wW$|5J$y$?5gwj&4V;6umTj7VDqk?PaD&+$-GiN=SNgab1P$j?VZ3-whkn#*oBRz=v}9=T~wJ|AQ?Vx=k&Bp zi4Bw|o4^QRs9qoBW))iqGVkz`kt1{2Q9bjxEV4r2j%s{q=1<=yAlnUDAe0l!HRpr# zk{l!s4Nr9>75!@8mr69c%pDe3dhi8m&)!}YX&!#6(ty=VggJtyVD2%w_n>=B?Evn< zUc8O7bh!KB7VF}WKE|eAuItX_@mGzB2E4{TCEN%SO>P zaJD9O#IGQ!xH%T*@XupG(VFf3O9|$*L-$_I$bIXxXK?ES$bf!?_GOS64tnWqiG<_g znmWFPxLg(;WFsncxo0}fDepQWo;vhJcrQ}3kLj>sw+zz|O3dycL=v7hmO$8k1462G z*_C;yn( zx`Pj+v9tpgKFZH$FcN(zh8e*JjLO)7icczR=(tj{sORwuIm0o7^&^D#9X z2Qs6%Z>e3aG?Oh)`LT$xhBDW&b0Zn=GHN40NK{~MJaxy@54Soi(M+wts|0~V~@+CxcolU1Ea#J?<@St!a^8L8gEtV(E_c!D2#3RWlN278Ne0il_?aF zCG>M=t(tFuSy{{EBq&WrU4@uvQuhFUa-4k_H)}qUTQ2v}tx3hq%Jus|rhrYumVO4z zpZF%?nzUI2N7!HeBalE9AtVN7 zg9)D3&$GDgC1*5Y7)^LJ%n!{pi&igl8~fxOJsVudp-r%O>Xa@YLc22~)Yeh`>+R;# z-+}kL>@mpv-vzCBYZh|yEkk;fMYpeU3kR{pMBQZ_HlkxnO6*K01ILk`^7TdlG0h$1 zc8Dw7cYk>7>Yd1S_X^XF<&h%kHq&DYtxtW=a<(3kYPkB#EBQ0~T-HtsZAR^p5o_mN z3!Xcy>n_|+)#W$~CAWLYZPxXV)J+~@%06k0Ti&*d`dm&JkWQK3^cb-J+NQ(Pmxa6D zd7Q}^&$G6F4gLmN(3G*Iw%l~GsyQEDlNOg-j(eqh1#MO2!_#@YsI)~$BDh*RdsCCU zdt+#;UA9nWKxeYBqZZc~TXoP9c!BOAuihSnC} z)+aXtltK62r=-5JdF}Yg;+-Uq2&H*tsBMDqkSyGHK&L;qoXXx+Cp-H`<}%l<;*~pv zNd>{SM_61Z7&`u>2_!#^^)5XOSbDxawQ|Rv%}4aSXLRG2;NyMcWx1J5OzLBm=Mx?w zWckS}{7%in8{8#EPLqVFp0?69HbpH(~##r`#ww2Ta9H~4aH2D_4hq^0LQ4R zY}h*jv%vZ-mEI8gQO&KZW_3;t!o{FFl_pF%DyHBb`Mzh@60O;j#TD2$xnA+Zx_sK* zT%WUdqJMCB@X%{G@bE%2JYJ%g-qX)s05pL$mD7NnLs3OwP|@rzd+&M$dVA9PP@o=$h9&^NVyFFJ=p^ zmc$N!*VGdeP0lu|bLic)H??S$;Db1%4}-Z}!E1+5wya-o8+*`IIRdBXtDoHSgCdOT zszM}a6^Zy#)xgWF z6d0KkJwJE@+UREY`g&EL1GZ(*o*$Fim-Jr^;DwU3-Bq8gsmtgC7s$b zQ}rE;%>XLSx$dHl3=QYgr;#6T_(jzv3Z)$^whFij0bknL;SG#Wc7_wSw7;K?=6sK` z$7#e0PD#El^FG6qGzFyaF4$qzpygY5!S7c*#|U@2P2m_0$rD_uCCo!JboDRt(uuks z?91t`H)lZk;fF9;sS$Sl8JE~I7?`{4aU7HB8t1xTfxOp5F47Q<&)va5cr*NRmpBS| z`-kFwISzaMpz+mA0W))X&qAe2%H{ZXp6vBwU3W!GjZILoh8LY4$BjKMV;OV0w_OiMbhOZ`s=VX^ZGs+9#F@GmR!<;fkZOPkTrv zvvNvr*(JB|ehv$6xt9RvbFlxsG(5$hJoQbT*udVt6nS76X0;M2J`{wY%+41NC>>v` zD)O-L9t=VxzN|91xb|Q4sXqqbZJ94xu0ihPyvr#SNjGlzG3rc`X)BfUp6r45!Iw_qjnBM-=7j7n)k>{1%U9fnsPEc?>}TTtF3FFfAd!x$oWismqI}d zG=S5iV4{)@Nh=!CM223@^~!F~@zqz;m4x@yp53#5SG|4%dR!K4m_L{1PTU%|@xJ7* z_tV=@1KHp3R~-5ORz~}8{(&0<7rn-1tJnX7Li5)vFms@8ZS!FdCiq`h_%|FsKMXWG z8gExI{u2%lkq3LhJoy6L|G%&O*8+h*FcSa=AAb8e<0=GcQkd8W4siFv~CANL5n_kdN2 z2`g5~y`LiUV^aU?Ea!vMpBX?}cM8TPFF_6Wdd6)GD)1f#6S;WlKhH2Z6BGD0^yNR6 zfR0=$4Tsb?uUhg-=;~lj7`yY2tFM9hWYZW4ap+2=;C~)}SR(ig(O3z=CV-{h0P0N6 zUPi!Se4}~qR~10X8v&sCOl2kzqLBgu1)P%r4rg~J*al#z^@Uv*WKU0A&h!}F*2f1f znYe0drC)R8ue6`_`S>r%ng0$Yo*=@FB#peJ;v~PfUf%u^psi~Fz;YHk9Y#jnf<+66 zPoIH$?RCfgUwdB~Pj&mfi%bz|5K+;f$XKQ#Y!#I`GGt64;})68(4ax0WQYt6q_EAl zZKh;Olwo7rD3olo%;CT8p5gawzjI!lH|KNC^StWw6yNE-*L|&PUF%w)o~{Q)&ps2I zC)TkUE!V-lrvp?j3g{&i3U>q`gC?2gE%45BbiCv`b zdGM;1{HPT&Mys0|U}X@6f$Yqb=4U5L-qaSj>|Xo5Y~A4*t?wv->!m!n+c|xRIV3=M zAU7;Xg8C|%^VcIzX|J#Saa4S zwE?uS;s}5?gaWXcirxQHT^$|Zl#7W4xZ0dOL4nXw+yUJPJBdaXcFB>ZF9K4Y*c^QQ zfM-#W`%06-Tp@o@Q&PWv7+vFmDUSH%(b~;AT2qDt)Pt2%a3H8NN6<>T@pXIjqhN&u7|Anm}@$m_3WH=Gl|gq`36BQE#-q9r*PJ^uu4r z4=l-lxw!>=V?CS9s?nZZ0pqp8UoZl#Anu&R_t{dt1Nn>fMH1dJ5ou8HYpG_^AuL}{$xsy@8ve=$`SsNNgJG%>VKO7FR!_p*6aOhZ>7;>+! zd3mjf-DaHe?7emwwo2Zai2cdm&`mo*lzL6MCnB<$xe(eVMj(t_Emnf{uDSZi4ti8& ztZF&%M>fzOTNsEaXwi}<45ID|q@P6nE|HEasFMcNgxxvl!lXw#C)OaJ-z)p^ZUc_K z!u|)6?)Z%nJRK0ZG8-k{ZukNM1lY_S*y2&g?m`#buBKzt_uVP&8Rz3+A4?TOpL+L{ z1P2G>Ce;T!?06lslyjZll9*t=&mNKtY5gB%%l}{lpiDz%6 zNPue(J2J@L7A@k*`g|4X!tqK<&d0f#1#>dQ6Hie?(x62I@WQT+m7Zgvzt4TB3Zl|r zJ*6!zTH$B&2^X#vh{PmzxgmZ$&Vh(4097LiX?|f5WKe{z!06V<*1b^hpF6R-vfMv& zgOM!Uu zpECCym8NtPa($P<@QsAj@Yq$Z%cqZh$_k!t0!J=3=r-nH+`c)E5MA`50(Qkn!foi# zhG!EFU;WQZ{r#su5%PlPW^*&`xbO)$O|n1++F%w>)CmMnw&Ir)s9(ziB=NDqj5iG@ zq+fo4MkKe~)ukt^AgZ?_l9fdIAU`iq7cb2lXumsbmSnjO*$2a3CRtlREHx`LcH)hC z`(L|e3qWw6f((PH$3l7dT`9vTmJ+G=pDXbg$(4Ud>$;@o%&0W9=c$xh++&#Wh7L#CkuRGt6*YZnb$Hj z5L_Y`xrbOxuK_4DLG}=3&b?@3@rG_JZC|iNH>}jz&d@}M`Y)v$B0MX9^~<*PkC;KK^%$#}Zwc#lS4 z3|G7#)waWg0m2U$MQN(J65VLgIEvd#huXYQPk>po>hP4 zFW_1iaUj~N<>bxSL^SPE{gpN!1m&v_GVG%V(F6tnyIq`x@BqcdtOKHEY^(7e zU3D`ug7`)-By>2n!{y|eu$y~G_7>3Ma?k8)qx7JM15A~DV+LLGGBCgJabt}db!-Ug zf`dq~e;)coIwx!R_`;gz&O?WWU`xje!tdhtZKoPH^&QwyGW0ye@hzL|htl#-FHVsF zC7bzcVp4r5GB=?w_J#t$ZDe&4wzD-2MUTcY^%k zWvhF>sTTm?I9$81Xnw0MtW~@|XJGT8p|N$t_cEP0H!$lNt-OAfz|*9XbWEi{e?mEk zzESxKbXj!)3fwZ*uDCd~*TgzfzdHv3P%*;5qen9(Ye*8?oe13F_Nv~`f)NVV>B~+o zQ!GB6A4H9wl)M2zgeQTkGx_?X9N7iPpT3&Y6!8X)sfEjOb{Z^o*u*)FfCKT>%Ig5) z1jey-Yi3vJU=Yem!0AG}p&~+#ZRBgP?}XxBB@2Tm(lye>5K#@u8R2-ZuXkm@RWWK? zG=U7r-WJWp=w5`zJ(A|Zm?uZGpVt3ojgaGGjS)6ivz!#1j(hm_YH zU#NawKPPo4tGO+fPLqA;w!k@gor7tVc?k&In@Hb_z?Z1o zC_oQx|Kw7gyXduL*!o51SENNSXJ~`IyuD3=c4*@BJ-y!FceYsFh&_;`tA;>vn#o?6 z!kg^@>B_mT3=?gBey%M~{t+91ajSyZc9>aPY1yq98fPTiR|*Q-FU`8om_=|5A1wL| zjW1TfVVmnmtXnb2?Oj=g6^+1h$T&+@?Vga1MM|c#g70izr%hbrZ|qE({TmZUN&}ST zmG?+bC^|}0K*GwK*gm`E2#eKi2>{}GCs>RH0E-F7=;?N>TLYgn;H>ArVPu%c#J+=D z_FP0~L9f3ruZ*LSt4oN5!-rqcOU>8&<_gO8$p^FaUTKMnO`{&yQr2@7&@1jN+kNFk zZUQK=mh)#Q#HLX|dJs-LP0{etejiB6r)5xgYv%G6vU&5IA3sN*z8AHliLoK9tnC(N z8H!_t{Ufk4#p>K41{d$9MNRB=Q&DBjPw8uRT)j_*zH{6i)S^w+as~rAN4tmEVpg%j ziW$M?kcWFubuscfHm8?N%)+qCq}l>Y4oh%A@~9VjB}E!XJ)3YATr7Et!Dv)cbFNAH z5J(65+7!l7XDP9|6uG2hNAooxZ0AD&Dc*zf8q}+v4s#L-9*3;!w-&=%8wJbqEK~=B zP#*6k&t`T6m=`hy9d=SbF2uN9zK&ey6IgfuekBn*4#qs&8ueq_$yGb%cb2zz+OQm- zKgnOAKJmB3*Y5)^4+l%JeI~=G2-lhj7LYEA((S?wJhL5_HgY{~RvpgZkeP7z4BVyQ zQ#jT7;#t7zic4paTsdHWl7?iXRgrJtHw^RTiH*FYDg|xqoXiuR3e6HsGpa@xf*3|1 zrNM)7Z1pdvb=L-&|7j}wpG>Z~sEkvcNbds`+Ux-M?w!b)o$HzEEDVa}E#GzM;>}PV z>4X09e$VAuOd(cdUAUQ>ukRr}*e>~AlQE_{F`)Fbn(+CW2Rq45Z29*wfze;6Q)yc> zh*KF9lkA^m*OuPrE*gILwJK@5!GCUyOa_3lSnrl>5i$0ozL;lur<|LhklG0*G;_j> zIncmkw5yGcw*%s51{{iFUS%;o3&na-1NS!@hq|&?Sfu z{PeYR7xgmbhf)v61*xwsmmVB_kA*|>!yES>pR1)~kk2kUw$nkeLEvcuZZYTe2&kI& z=8qua6Zj_)6RU?Rxb=R|18Gl-KxU38M6| z&@wGbM~EZ5o4_-H=u(K6;)H|#%lPu;M&K?%`A#^%W#;w}H6IS<TExY(BE56qjHVE`XT%;f~{ z5%{)vI8*WmjDU*L^My`Q@?kSg!z;UwvRe$sdw+Z40o{g$evsD`BkvJ`!L8oUir#1> zo0s}@LWp-(@cC(LFaX{3jxa|(EvfsV93P0TY<{ z<>i?ONB9nSU|O0)d8BN^<6Y~8{PXQJRvldz#p5$Cn`g_zFlGDX+j*Vsh@vy$!ln;` zx%RWA1D-Q(%>%c88Zk#w13EpZp;ol&WL`{c17}$vsTC6ANv*a^8Va_AVt@X_)dqON66c#j{QX4d8noSu{ zLW#;B0w)e6cz@dtOrS}LI9pru$&k9c+}344Xvg^+3a5sQuTg?~`xnA4_FE}YK1KQF z?fO4=sOZNhcVPlOk`ibT0wzWCl!4EQR*8k?ukXC6v8)#$y$m6?QR-j@&jn};jwX>2 z9|zhG+_20Y5N#tfnz|k9hxL#07-GoBhynm-5-xa^6=U)O#N_sp9(0wigxybw*Y0JkPdNTHdDXs{g<>5ztTtF4(WLMB(_$xTLmFlCZ=abCT1}v0~ajE?wC3`UOW$I zK%Turu{G;FvwqBJ7)6&2C$f039W3#vXu?&rINeQ%;Q$aN48u)YFwl6}v>F=>@ zNY8IK207XR-|0qKryFcC6P?}1n7hJ)w+I>~9p!4x#hfYKB6W7}U*l5#c;Tsd1pi$^ zX^CxDm3kDPpv*rPdbx!Nh2JuvCCUqE4#yDDf-CN4Wq&Fy|Il_RMRg+Lr3!8CA;VNl zT-x-oR(ZE;L#IgYhp&eD_5G0i+OwqIJQL~$R-PM_D`};_wY*=rO*$7VqN8vWO||!m zu+pZ@(9yAs(3H754Z8ZBDI|%-t&DW7UPMvOh|=RybAe-yeZAttL0ORVE$!)kah=`& z!42c4Vx645=G0_}HOf5u27ajd6U{t3H>-<0JbT<}8-5?h1o-#V7+73$Hw?-njR|ol ztzVR44KRQn+6+?(<;ozn(8=_}2Sp7fFowg+`cqc^q2ylRtWEomrqvuz##AtHnO=aj zBth7?R31%A>kjqJkms70-#Y@_DDG8I6U?%AORLH&ItEDJ<*kKB>|TD+TjRoP4~-xP z`J9uzf$A`_l}0IQ9&EUTg{AJxRxXBl?n|ZZ8X#K+XD6JQ&yVES`pBQh30R_6h>LIB z-#pC=L!aIk?cd-S`V$5$#_T8R>0t1j8tO$p{tcq|!iDXRD8dYMRWn8L&x>YW36RfV zB4`i3mJRe_m>*b23mHNZDs%a})LruOyph*Kqd1Lb@OU<;mKrqC&B*;B{Q3KZ&OrGx z{CUQqq2VZVp~&JX6FX7~1r~vztQ5afc~M)u&nDYq?64>q|NX3i&GQq&G&h0>;)d@w%A>k_#B?^f?CpDfP`J}IXX8eOf!|i?!>Dj7nGtHb+aF!lTIE7KBZRFA! zf9bu!qub>a-bB+jResOS*Sh@tj@_#ii`DuP&1d_Urc2o#Dc=B%eAcN7NRqyd339Yc z`mF%3Pud{);X+p!_S6|_yfG{UQSyX|VKrp1w&0$o)|d^qLjpESm)PcN36q~7fOdfm z7?UA``zzu;k23jR=s+-cNXDtA?KTz*-Es6YfQB8>$=!u>uGagAuPc{P2jEuQp-(Sv zJC#hnuM-i-e9P#Q(@=KUfQA01@+LM}BggD&wfZ@6WJNab0RypSB*|tKui(bPB&p-0 z;*ul&?k*_5sFxoNqyBa$fH@PqDz}whhihqIp9i3ttYTsbZn(hX&3+CDmwX*EB*!gG z;@~?Z-ZHEBLyYN7@n=9=n>O-IP$I%C_b#GoGx`SS1)d}i6Jx_L_`Yd;r(WMh9N}BN z$bqM!N}U*@swICPMC4qk9K3j$4nSsKLS=ck#9ausd)P;IT&bWttP;x+1OkTimrFwdA*3* zwF+3d6|ArWAka#3vUE;=q`o3yB&We~e&P!@EmWqfHkf^Odf2h`tL5y zl07YC#ZSbX#V_(o+T1sJsaifZ%aHJ?q{f&P$L9rZo%<=SAISHRG-+iKW0E{Jot6idD$ zLMYaU_88>jF8$`dx?GFES=L7xUA$`}Z}7ronsNSR@I0`GV`GD|w;oI`Ujiub18mw+!QSpJPa{FSy3Zat$rNtv9W z# z^lT!ukLl$itb^@d1&S@UNRgm}$G7OuvG0`IXUOT3(ccY4{r=r_gDfrk{GoS<@Otv8 z1`D?%Ao{v$?EUiK&GQHX>NO{ussukr$ zTWORux4AQHKm~fEX;K4n;A4j(r59aks|Ev?KlJlsjRJl6=7py$AKFW#nXH~U5I+!X zeUno4ohNaXSiaIG#dKXec0_ywy)A+6AWI;M*O#w`u}Ii{q@STb&FVFe2^=fqm`xEB z+UGTirWC4hnQiTLsm#=Mrl0X^<_OQaeA}Xlx{j%{5l+1s9bDGNQ1R9AfK>;{Mk&2p zPxCF7fn(?b%QPn_09?5Rh=;Vz+{@C_x43IuwD=?&Q}eM6v8OYA=fK!OsQij2kS4dsxq*QBYAF}Z1Iw{$}*%tx7``!OO zg)i7cIWVT{auVC<>Ys*+xN7Nk&Pm|7lB-F%yQ!-<7#FzpYPMHTHa|Evby{||td@2u zfk~zQf(g}$Kob;&s*D7(6n>EG+3SRcD~5!bia^^!uIFIs#(B zyN~yje%{~MPJDhJED~GH{U%j@A0I&cHO^Mjtyz12>JzF<{Xll(0aFY+fm87Wk51P! zE08SLAlFW$igNg*evfCZc_8 z@?`F{thHp7B2W#({iYt`NZIz|-U7J2H+y90Ed6)hc>)?7X=Br#qP{+v(|YK5{fr-{vAJ*=Ks@mZF&Jfe`lK z#$ywKqIu278>eh5|8m%*{8cd1ofhCqk^UMN8|w%|a%5b-o7+2CG*H39x7+IDU`RWRvZ_0N~f= z*g)m@RahII5ql0|*3wm}rEu8nNU={XhcpY9jUz3z6+c`=fD;IB3QuFvMO^2cyxUOt zi*L!H^N2(X-pH3gAYW${v-RwDx!njAIsxx03`V_yc^xe;w(uEf=ZdWOzOW7|fHkQr z-=#uP>V-f{Uk}eH*gp-0OhVc~nR;214-nRb^DAkkk%_%!u{Fp@ahBw)ghp1AZJ<>( zXB2GO2qDb8lm0J|Qm^r7^NUj(ksxdY3O*se%;_Lnk%2D6N2IOo&o}TfPq^z~PHf>D z)?!vGiw-PzM^=B7``7%bxhPOu>;?4vb`m^zWz7if+_QOkz=(CivG};)O>+*gVO=oi zgjG+R#%y7ZmWI=(cK7WLWu~3y^cU(>{fxIGM@xi|C*xT^D$JRpgZS%m>+}0o{Ah+@ zE>xh8_S{ZDNqYep*u85&eH5|*$|Zqo_2suvM#J#{)J107n~X-c8A{q&5L~O=Q4(Q4 zp*-^`@|V5u?wg@r(j}Q7IA}dwrRsIK_H4*uc=5&(RlI`CE?;hO6-A?M4av8UKPNS+ zqoI=q9yB~Cm2n7mEh@hmouG%pU}BE<8?&Q;$9!S$blb#sh-)C)Pl!Lsn`J5`Yg6VK zIwm%r$3;JY1VlU3g(AflR2~tu4IUD7VPb((fOWgT*X+mev!0DCJk%5pykFS!{MA!P z!3)hauhNCg@&NM^R9%03?kfH4v?3+-1(w;>+>tb^&8)6|N~u zZZ*F)qmMtW%+b4)w9WcvP$1FVSM+LCHEPa_GWW4FybaBmEjV!F%euFw*1;hNnjrpl zIuYLlGHVay!n=Q10L@hUx$yNAaD03(IhsZc#Lh$?xD`5|eW|94j#VU_&K1fzX;-Vw}nIV9tqYX&|Cgh;X zE^Ho(Qp5f<;`ZuR$4OYn7lkwO9tn$gx|errRjK|0@ad42o}*^tq4{7Qve&{HB(_3B z#IH6voDJScpNg50i-8z!)>*ge7JU;!C87E+rl3xwM3p*13-Y7q{cU_4w2r9@s7&3f zL+ze0T3p>M+Vcxg%wzk<^;S3yO+NvwP9#9WuGFOOZlTk0N9j-1=3JWEuD4Tg3V0U- z9r$%7Ul1yq-7pn7Wr6+kXNU^UCeEe#Ci+<2$~>p@RO2+5`E|~tQs!O;TCl=C;tQ0n zy6aBxqQ#!BfZSClr=*LkNadL`hXWm^S5ztEDVhr)bs*>wE~Xa_HoMMPQC8l`;WJl2 z0sQ{b>e~+}>H^(rj(vEYfrV%O99ryw`;A&phS&*>+NY`3p$U&IGTo z>(MrLgr5@XlyQ9LPz}lFm+QQiDKHvcDaDdD;()eC$f-YNi%*l$qNL&UgOnrgnutupjvxG}nkS5ghg{i0LJR}CAz+HR3WpbON z5sS%aWQaM+R|)#ASPG` zF{t~|g_EN7ry1$;GC@81-oVUVUqQM}zQp>O4QF$PY!O&?4h?m{aq8P_h#I*;MRCDyok7ifeBZZ?4no~TN;>wMG4v&jK+$zh{HlUh!m-Z9*-^?A z(B!|nYfMSEp1?2O8+Pm>G+cXBul!Xr>SkCA`-b;HWmK!VZOo?X=K2CCus(Jy_%+o) zf@A(%PWtB%W2vtWXBmS6)h^$gq1vB+3ZV&aN;M#LKoT8bXTGZy{4dIRG(p>t{D9Wj z!FdW18mNB-9|uV}d4{f8AF4kYqS_18zkCT2@8%2N=Yd?$(>FA0YqN(ERW>4z3`|{A z(%kv`;Emz$ZaL5e-5{2r@6Hqj)&@2Gp9@WYM%(uIp|n&VROZ}f=0W(EaVl&V67QoE z#$Lf_O*XG%3c=RpZETdppPD6MJ%x2}7?1B?O4H}>1FA3|1v%BQU1qxDFb%T{Foq*k zTd&r+mO@ZB)>S>sk%i18?s6<=FUBJ!T*?&E=ak=BD_cj>Wll{0Nq~n~y6pj{9) zq*tziL^2PMp15=ktmSRmL(#F%>Tms}#>A$*0B z9W$@A{W;VwLVUASR5a`i(ga*HxZQTZ8r09}g^S|KSA1F`=dE=2`hiq6&!zu8LI2N2 zibe(P-xua))(K-O)hh1FH0Op2N(!r@2y}bQ!bFw*Y4r|NnKDff9eVN!fC~z|O8$Q6 z(hhejpnpJ5MmssuKF~S4dK=E6WD1QkNWsoozOm--1G@L))5uj=5O|<0-j4o7zE}T! z{qRws88`2`Sa+3t_$<2`^m7@fHP-ccRQxeE;jgV$Aq5?G{DU`FA&#^cdyYSrP7XmX zEb>shRpT;P7)JRLLK;r)?>3!64J^d;o8Z$cHD=Mjn)`^S7v`bcVd=@07-*Kr%Y)=2 zsd&qfg#nB2rQgLv`3?V-dhCS@zI6cv=`n{#IThcZ2|!eXu7_C%n|UeCSox|yf*Wy8 zdTAI;az!;DK-7&AL@Iwj?9f98JvYst(Msc4M6g#_ezaWTi0da6E&_q)^VFK+9wrHO z)@`=|mZ8WDnzFY$1eo~!DLXZj(I!N4nO+HkT9CI`h|Na}%Uhhfxna;{CQ9t^k$x8m zF~Ax6cifs9mbqlUF3nIbe<9O8BB2(Of|^~vh1J8!NI5W9@*8iG6(^ccY}6c6^jGkk zzXFB#hHeT(i59Xxzj@tSM&UU6?DIf{$P=5}M`u3kirVC@28@!G#GTZ+nfi9`<~hEb zC-UTJDV|#s>-QZ`-js;RZ2l~CGV^n)_P(vpH>qW)9k_E`VAH070kgWE^Ro&orr)~b z&Ll)Wy&9EI^e1|y#P&Xs)=Q*YeRbK-O_XsYEiH|Ytb5IX?_JHUkdTnpo}QJO@#?R4 zKBXKPW~KX!-IXN82s#Izra**BDTT)uqyb!KL!T+`VXyXfD22!8wat$ke8Fl~N0E;F;` z=TA3xYcH=tAG7DP*?RxD17?o-XK)X!fwHo)LOqFLv?D`9w!>p%D^>U@@>C}eZT7tY z$D`b%_o`QTNGmF=#!Qow@;i3ycv)FlDa&SRVWAyr$YG2hZTNlJ8~xI^$YiptWqnJF zp0Sb9=}?L1Wm=VS?-zrpp1VwxpLt$}957eibUkokVc}b!w~Nc6jEoFvUZUKcu#FcD zl+&d-gobOcy|Jt+tKYvPzii+yz?{$oci8;;7%iFfPNaW)#zvS4! z{U!JY)fJ~$ndzqDR>V2`mlq2P3R*vXnoRy)qj4Qpr&~aPMTSswZ|~|DmTsK$!`c4H z$wOx5<|#xXQA$E0+{f3q*Y_#qKkE=)Qn)gPBb@f^daAX-uX8VuKk0G8XD#ag{qH~i j=lc5hZTug+jXv4=Pb$ytogOFCz<*~{v`*rVU%381t)XVJ literal 0 HcmV?d00001 diff --git a/docs/source/_static/tools_rename_files.png b/docs/source/_static/tools_rename_files.png new file mode 100644 index 0000000000000000000000000000000000000000..8bf6afc18c69929513e2132c8dea057615d75657 GIT binary patch literal 692981 zcmeFZ1yo$mwl|1Ff(F-M!GgQfAvgqgx8NGwJ3w%Em*DQfHCTcM2^QSlrLpd>`Tvu9 z@4Wfu-8bLNnl)?Y^;*q2RMp;fs%qD+z4vdQ4pUN)LVr&D90mpkT}E151qKE&6Z$nm zL4uYHhola{z@Uj*iHRx6h>1}sIXReH*_y$?NQWh9B5SFB$IsS{k9}hai%{@s8Q}#3 zY{91=Z%!A|nMpZf!mNb*Gk+(oBDVzGnhl>oMa> z#z}@C2sd_o2@t>7r0N2*5lQO~%OkM>)PhzLWP!anT#Tue1sn3tsX*`Y*u zcu4Go))0f`C795L4r|t*cNP#JGqI50O9Gfz&)2yOUh)#G2g0nX>&5Yr!{jCMW+b!5 zn`rqb6C$CUnJ|pSZoFntNZ9D$$Y>_S@3VuUFLmTwM}tvg70Wj09{osM_J}3;+!Kxx z#@Z#c!`Zp`ltLkBj(8!IB6**4((lK2P=@(J4Q)sQd*qgL93Bl&G@Cwza|7~j5W>>J zA5Tf1TvPTwJkYejIoPu;Nti}0T%F<=r$|ElZN;-QWLQOWOm^Ati3o$kN6PT_FHyJA zcHbO++W>{UwT1bR%SK1_uBW&V6>c7@7cW48V6%RMVkXFg9l%PVVO*~*L?gL|Y9~!l zpZXk3D#diccy;wAo@`ugw`**(9`7#I+Spu=st-4G6cypw3#?w(5dKZG!Qj`n19;|j zRKd1=@q|_n+gO9AL85+6z7-Vuq=fl3tlvjT(pek%RlB2=Rv&NEKJ=VF7}@DXGx_lm z9C8?bizJ_1+lj&?Nk@%2A*aX@oarSP7<}y_5_NC+ zu{ONc5y>X z!+4rSj-$NSjZgPc%W=lKmqNDBma=WhDP%6bqGu<6`d} zNMdzr{%ut+eQQE~0w>JmNyNj|6|K(o(i@kBE@xCQOn14NqvPo}ca{RgkG}Sf_vGL) zZO+wVF`|#oAuZS+{4;wC3E+I>N_w)2kRv}5)dXLBfUD}p0R_Nd!BL5lO2Z`>U8Xr^ zMf7m7p^hN;=i*kt*oY#|Av6YL8DY+0689)OVrRk<^q4u4Ee4erleEJ;u9ATwDNvq$ zrs5LEWS3;Z66||sOtCBtgB{#QAtU`d-XG<~GY(YkkBL;}vCrS5sstX2VNlb>T}ab8 zk$8q)QdP$((g&C2>XcAgheb;g(c_>?Z2SnbL=wPb7AMFX{^8U>ycETgOE(d*>)L?o z>yKdsqdMTihBNZg)QE`*TW(;Iot+1nv1h2px&p%{c>MPDOwg4v`3EY6-o0jFy`CNq zp|Sqrb?4JU55!I!hwfje0w!DrTXw8ysw6#a;)_Ncj28;M9nbRSnBUW=V<3n=R8iFx7aNi z4{3R#wRs-O>-5@*w~0=&WLsQYFSnxV>gr1C+MF8d-gss^wVWGlIS*kb0m>}P=E`c+ zRMcL*9#(TJ$y92oJP(#F)KT#*{XXrp&tZ*zg?j~i75G~Ir)W~;kZM-BPU%9fm&8>e zvG(ZOs8Sx8N~OwoM;{kxzKFQiwH6A(k@B8_&cJO z9ZZa{ZK>GjO(u=c=ck9bmK(k`EMImK^+y^f+cyqW{H$16oD*8~N%pL~B}1)4?4_DA z$?DgRxJlMX4oi+;B4PHfaH*Wr2-5hXaZ^z`BQm2}SzcK^k7Y;5GtWa}%knF)k)<)M zF{v@-P)Sfz(0>W3ZA|%-@^SvB{4%Mf2F+TF1%kQR1%S(s4=B#`PL?hn{0lxV=etSy z;!Z2MD`ae0ow*^!i;wxt`Qso=E! z#ZjNVon5+X!OffOt)BEzfwh=h*P5DFLi2ucO|A*R!_bRrk3R4h{B zb`B8juh>zu*_wN?#kb}m4MAm}27)y{i9D}I#|hyM$zP*fEAKs#&=N&b~bYs51K*v@+t9C`lp*P za9BBZ+d#}qfcHcHtH)QODykd|{FI*F=iQ$^KC_{7DQ+&nEnZBu8 zVc`<`s=`H8SqrQfcn;%Y=d|10TQ)u9w{BryHVMA>!kq*R1z=8L7m=k_vFr17_y!+E z(r{+uA>o60aB{w9%?k{_pLx*6wBWRGNDCa1$(RzDwLSjYvUCx!eUzz~mLm+gp&HCn zmvA6>#bRk-+3dLdb+8NJQAM{xhl!=L<(u69Ovf8hG z(wyguToYa6UG=w&x8x5-XREa!g;e$HUWJBczDc4#f+FPF5MzB{V!6)9#Q zW;obATbNX`)7EcHYW`w$FlG1b*BE#JRB7G@zMecXbVqS_If|U0*Vxcdtsgd;J=bZ_ zQ2Es+Xm+zD4E9dnKRjrhKA289M)aof&N-1=ayJF;f@k0(;a!oLF*L~X$X;8$AvWi_ zbUf*xax~UlWQi1uOEpL_3Q%sK(RRxz1LNNvEgK!L=7v&lfAd3R)0((+ zfiXCN`IwFXgPuK3kF&W0&=%da&>(_?JR2Slty_QohU@_ta~ufd<%OMVLx0(o+o|&$ zMp+GJeGyi`?a+}-p#1w-(&XDuJ0C|U45yr?y1N+8Id?EWKo;Rj%Q!(Tj|6x`J{~e1 zE&foSBHT<%##~+=<~8&l1qK0@7zPn~2Mhg*z>@sqUJ{lb2L7*dI2f1^D;R{|Z4{u_ zr%x>O`$Y5i6+S)~1{wMvHuUR}3-_lrVrDM+RiXA_%u&nSQ(X9r%?WLR%%)}$5%Lg# z-rAYD7*lxI+1fh`cnDMd)j|Mz|5VIMMe$b?7aL(JEqNshF$X6z3LX|V7B(u8=M)qa zLQe0^1ysZ(f0IN16Q;6sad8x2Wp#IVXL09bad5I=W#{MTXJzAH<=|k3wqSPlw0AM~ zV77Or{+r1kKH_H1rcPFlE>;fq6il0u=;0D_RhbD1sx#k zQw=LS3mfY{ctc5ro=OFjtUSzYwZ*OMpmPT8Lxi1^mq+L?g8yCBKfC-FQmua><>LI` zkp4^6ezs$wo6a7~ybf!g~3$gxV)kL1Z zd=*0mT}V{68?gyiFVCrmzp2th;0EB6uG#CG}Eu9 zKViUP>l}9t`Pj@Hc8rg9q`aZ3@IO?yn8`jF8Oi2!A3N+MbDR4NP)=tvhD(t4e?x(V zf&llQUb<_rc1Zw!K0rf5Lnb~<)Xs0X|BmDh1q{NSNeE{y3h}>hdioYCmTXL~yDtpK zP?|rE_uoFyn^nB%kB5%OCnqt8JDMJ1q5H`H`3T-noW6Y#O3iIR9}oxl_w3(bg(B`) zqWq_m^7p(sBlv4MW>d3CQvMejpG|gK!v7cAL7C322}v16zWsNjf)2%`hkxO}vWBFh zZ=$Dn4-VvTXy2t$BmS2jxcVJ}Nyr7`g>#I~znx&V!55(^NMj$Q^Sl4;;~1o&^kM91 zZtuMOg7I%;?~PG3HI`uJ4qt(?(Z7|{|C7%fi?{;@gSkGe_wgHe;1d291a(N%=!alt z@w>ElC6{LJ?^FS2zK;q?%wbF>rt^mb@3Rt^4Fj!OJS6%sAMzh1Ao=X@V)5wY?BG6- zoGE-0viEyJoN;phuWQDSMLi9A?Nr%aXAe<34njbykphhY9-wcF|0FU*!TC( z7?3(S4mB8|JdDf|zW?ytSbdw3ZZigiNavUvp4e5^|0{|Y39LX_G32v_3u45W0Lu!( zB0vB1{BLIMznLxMtYaNjH{dwtz9~`q;?Z_C(EW?y(^Kzxj|~57MAe(uytMe46DR>l ze@piWJPMju$i;gd$Kp$6IsFigxB1{HBgd4?(ub#Hj;xqN*-b1hjK zXQhnPODB{Ec;H(Y=3+KDxt3Hh4cEWAAwV#T6>9*%!hb^qBZQFeIH_8#nSA`r{6T~s zO4R`9HcgGEy35Hm{y_*I%VD=KX!g4t-g4u9rRE;067ydmqW>+&sRU08WufbM++Wb9e92HZ^0p8FyC=gxksYu)>V-be4=ncyBuWka}H6wUDx#2@xf8c6P z*J9o%n*=KC70+qE2H)J9{z(o&iH0sq-~{-Geq>(A$Mha{XoUs7#$S9O5nzJH>Uq2M zTdB~~6@o?S37mZYc9RE6Qe6rGiO4S2@-triOx<2_`rpcAn+h&)c}VrkG3|{bFZnGt$DgiMyc~33w8BRV2hgZsfQk+bTOTUDL53%3?yG$%7~R zV2+j}%Mx?*ZxzuJ(~YX@=vL2YmKAV-q)cz9B@r`U5u%M|T@aRfY>A~G)79z?d}vo0 zwoXKWR#W+{k{_|&k)tDUjTw2w`imlmJn`+P4kAYR5*w|b(%I3i{YxcZLKJr>#RJ@T zL6;3Ud-&{6@pSoV-W`J|e;FEj0yuk&2@YO-St5$&41R$+2E%Uo_fG3>|JeP5AaiT@ zg0$5&5ph4fQeDBR!kPSKMBN*GhA%@h(XPk6rpovwjD;Hf-)qNwJ(z~zTnndP)A7%= zV8%#j=T;@^Y`q#3xLK>EN1aYmDbL*0+7S`LH}h{*u}(@LJy;AG%wtm0l&y4%H_f^~ z)q-{+Tl(Lf{2xx2t}PQ^6U8%$-|M3%ZuG-~PccoX|8Z}Asa6PPN%e=8sV$w@gv%j| zi-enwulWh1mj%~MYN(>enc*lZ75B-S+OoH~O^7U0p1Y)JRBf{a&Y3X2KM=&DI$dIvo|$Fo3EI*^e%jk&-|NWGQ5a0pzXy;+E22wP(>6J77S9; zsAmt)igqEcIgFLmH`U=TT7qiv5|?9^P(I+iC)LlR*p85x`-vbCNayLKr=@|}EJAp{=yzopUG&lv<9@~*$Z==!27RlX$9OprksFyF>AT31;rIcS*Ey00@-{P8b_KZbz>1%F=7aj%JY!>}U;|Ne+lDyLCcZya zuU+g@+eunuOyo-?z{~VhCE^6-j!ik?;GDTqm7czT|A|o6AJ_n}hUZ#pq&1E_P!F_V z=7r8+9%QSFlV^a)h6Y`@iPOQ<)AGBM)O`e4DvEW1{7&(h=xs$x?8L$R?5|k&(`hKb z4PXOQlk5t1=4i7rJdUajP;A7OY|+x*tqeCo`U5UvTP65@n;z}oP|&P;<`tD5?h{?G zO;yv*v&7XJ0)snelEP?azujJ!7!3#FzUX=v3kUp4#rxWhv8w+g9x+s17(VHwJ7jbu zlma+ z5yNges5N8s4^ylqs(W?Zv51=6XFpvMU+`s0?mXO!X=b6Op^KGW*`9$f52Ihv;69pD ziz{7hkVaV<_pz?fGuoXRbXnkXH>$J03~JQqcV zAC(Nvg^FV8E^tvm=ZN9&W%~|qk3VPoaYf%)w`mj&W6bmh8;CvH!Q{;%3B z(@2s}52?yXDeFJ#5@cM+kgCJaEIc+8NlTR%3><%(yw2qQl!uPl@7&9ASljFXoR;)I z#Wf*<6rjt81K0XDtllC7)1SZ2a&S*@uQ!SCc*&W@bY=6xUe)cu14VP;<1K;D!}aqa z5)d099+QX9%M&f$b^N&=^A}HIFNfm7^$f~zmJn$A5Ov0jnM%l8YS;(THKkHnr8^-3d1%bPpPG)&KF~;>`)hl z^Ka{J>=8M*vH8-m*kST73}MQO+zj&D+mOHrl25Wr$gj7un*3q|lN;TLIuP+Q_C|FB zw&&$Hi2>ai&w{&idZtdiYT}mX1upE7Sy6MAKr;eOAxL4ZQh6xY!nYWDm^Fn+4u8v! zGRdb7-%&RutaFb9U?hHh+Q}!wc3>RTu|gm+!QaLy+s%u=JTU;kmhN3D+v?IgtIV}U zmnz!cq#u{IzJ+Q*_bQZ37QMXpZZDYS@#?U3sw%_U#uoWi4MbAq!ERwu0;9CRVW!Vp zD)vEv;*V{)$J6Sm8gGAfnBnhkVS}9OZD6MdYD!D%)ZR|jPiW3D{TME+sff8Ar$>9O z9;^9Q(0dqKL~}~locFlHgY#Iu$jtUT9B<|3(!{nGmr-SP4hXUeJQQEf9bJQXfC$E_XA zB8G$`54*!gUI0#Gu0x2pyp%5iD~z@^HA(gZVX9A?U1Ri(4x(WL-4^(hz1hr2tVlMX zvlzC75GeF|LFXg7+=z4dlSV8fk}hA3XiQ!-_nBhHbPYcnyy1eu+lY~p$Uv(x4)auC z2R{@?0cv}-b?x^v z+_Lb;nOS~F>~K=!?YveZ2$^?O2ZvT$B7$3fS{}sO{8W<7-~Y^lQNLF9z~uP+0WV}1 zGD%nvrG`$^D^?KF$~O{ReqP_r@RtRyNF3M@SN8e6N9g6>oc!?lB<@v7^B!ePV|i4# z6VWi^Uhc26kyH(h!xdWs!=d)9722d^S#bOs<)oNCsd=yZt@bMJk>UrBw8kzi$1!q; z*x$473FlAQ&gB?B;?uee%dR9p^uE}J*MC@>G>fC&<2&4~xDT(UE%nbyTrGIWwLJ#1 zChQOcC&^I^F`2Je7?=Pm_we^s3@_QP8S$=+|9B;&|(hg}7{^*CUqZfI_wAla; zgTafNq|1jW#GP!hw}gM}Q8>6jfJ**{VCS@Nu8Z6xaRQojPWDv71hHmuF{pb?Myp+S zQa-sW@SWX;AH%Mp#_lYfWF)}zF!Zbmtte=i+EUqrB^!VkHMWg2p5p;l>V>*eLcopN zUytZ?+vMz!SPP3Cc$dZ%;0D?b2jVl9-v{t9HCrFz&bfrLxs0~0rWiU~V7g(UV}R+J zZh0L74Si-*8Lat_VE%})eJ#*T8I$O<=N9?aABh@_$MWh0@H@Y}mQxD&I$uI;gk+am zzgrO<th9i zM;;BCV>d-A5l#JvF_ePu-_ynAc#iuRmf%exn0!o(ZRsvC@;Xvxj7Xp;6GSJ`w{eJ` zs(#=XjRa4>V@Fs2+%(?#Q#3QfGold zR$Iq$#Yex{td*3RBUt8=aZzRJza7rMEXc{J;cUap=I)y&5AcuEAG41Smx@#Nn3kfx z(NI(JfqEOr4vD%2`ar@?fUH+HD_V|KJ5-d2f6vv3J_1t5s!-wCjHK_BIg{oQOs#h?o@Ixk zT30!;NsOwQ<3yHb3BK~6Vkv3)`rl0czceSqE{AjMWZ8cVQxt@43^=C(q?50yY{p+d zy0e)Ly{~hxq{U2)iu52gj~4%>KNF|kA@|a))WxIBZSzPYsqRz0T;DADzU!L0aTeKY z{Z+-)d4umPC?oYxEG1R>&!a}WvYSd}(1 z$#463_66aC9K5cS^=|$w;3IOG{FLry^oYUMt=qgc*e@q{E2(1p4 z`^O#iY*y(2)q`%4Q}l<7|LcrwSfQacBn8nwW-1~=a80i#$C3k>GEaCb(rUUeC40#T z{%6IP&4^x9y3CN;0qNj0PKzQba$hE4FercTdvUfbr-e{fwx_wdm){K2^Is|384lt) zMm>m=d8n-M_+%}X#KK--4Sm=V#X$rHbH_tc16g~hL4POQm3um=XSetNE>q-^A_1M zQ$_OmK-DSJsp4Xh=-vdKlq@>N#|m;$(n{frajbq(y?d)Q&$EU_r{T%2t*HQ1rqtQj z`ml$~an>;{s=(6lMcuwxR@&RZG7(a2gMw=UP`;`7eZ=*kVPrn!85}#fx$CwcL^4iJ zOtcH(7lzcI1@Cy^c5gmyI3Lr{TWAnf^9Kk=Fq8cS`oDx>K9P;7F5KwK??<$h23JfQ z%4J&zrA}`hh^@8ro|t#q3}x+Ac^}hqk2BpK1Sbc09F7}`n#b88oHfk6vl-KQ$@=EN zaCAN*VOz&@D`~2%JX!{oxjlFD%018Tcpn};H#kED=$hu_V<}sSikzX0Yx~?R-TIpd zhYO8OC4(}mrVpp41-r8gIbhu@;Lt7+!pk9ngS{`VvPzhD;4HDbs(2R8pTHujN;?`EnoAqmKjY{5#xt%gL^uahez#|S=y8_bW{ zqCn7)Bs3ty@v-HDKQhHj5@|&UW@4}aG&m$?NnG?4BpN<~T9b|NfXS!071T!@s{eWu z^>y%qpttxw3J#sDTVC7Ul_zVX273JYJw%Z~BQJ>mjJyzj#n}1o(gaG*N(nAU2E5)# zjvBRpXOQX2QO9jHTnLcQ0gJcZZfER8ZV&FxFQiDuDgqqzC8^R<`aI`Te+tD->6!;~ zwX0A;PbXoj45e&>gfwA(RdTbJUqI_tm0xDwdGAJj6V$|N zOLgrz#+0?_bUTrzoX*0bXXyo@j2)8xWcqjnFF3{MuaGnJbR~d>>bkC1zrPa#Zq9dG z&Rxu>RyaH1hxW0ID5-IeRKFL{_0 zO%jdr%BNDG_6RMlby+%-iX^0IifEZ6C-fDgvJyuGfetmcjSguTM=}$r;~Z8{bP8rR zcs)!hY^1R2#{_JOw=}i56`VaWe?j3dbn4g(hjuMFRTcbU*bFsSDBMUrX*pr3NV@c&k#ZS(sG zvM~_aKY&Tpzktb222~fTwQXW`#PmA_qM>&->p9~(Tn@@bL0fIdt&B@f2bJ|97osG5r91P-qy)H2*+2od0>t+N_{qpxiJ^L*EQ6ytQ9zV7xHw zhH=^oM0sFDK%;0N%Uf_!r*z{p(@C%denjqmiW)*?V3MT5hA>be{tuK+pvIHRXCS$8k&o;>BF09bZEj-l0&|b*xe+Gr>{VzkI ztM|{Rs?;RozH&eIJprhZ04NYjho6}tOtJZAxM5GjRs2jgcC<;$G(R`f;C#kZ2Otle zF#e*RT&lW97?oj<&0kGjF3)jx8R5p1@Hxhvb*FTXDUXLeF#WNIv(Wa@1?Cb(0A?Y% z(AYvM+vmH0i$;7X=%A{Dg{-<(C`Gzd|5u}=a5*DCdJ#Ce*y8gO8d``;yN(PF+y%}U zdGVArey*%ld5&|$3N^|BUX!O6h1A@F%Bqb_e}GdD@Gf};Dt)v~z}&w8tsrEm?PU7E z7#OgT9w@EKGYjRzzVkH}8vbNGc^askGv+@dU8i61GnWn}wTo9_s3ji|nuC>LH1L_A&msx?eq(7{d62@v~1I;{k3a za-LGB_(L~fVZ~^G{D^7VA`kKmH;W*Wm80sEa341l7Fz!sNni*6c+>67P9wx*Nfnd> zoF88>a!}FySf|j_i4}BC^A8C|3P`yHK||vli-R=3eUO);M!TqEseR*N&vT&&>o%ae z^|d_k;ls~Uv}Y^gj%b|Ky-p%2?XsTfdhs~nJKuRYo>?HpTMpKcC9{#aZwaCjrxGv zSr}?!my}AYn4L(w#Qwb+GNiESH*dF_62-vEEPiv<63A6xWMIi6&_xi zsdnv;MhINAE-$P#9o(nlZbWm`#_uCk#fx$tKC@XDt}hg$!JiP!uN@Hgfg1vLM(T=6 zDcR}?RFJ*?{^|)uCX7($da+_U0h7~*VH5KD6j|*F`eo;eD8ezmVfPrXI95Ug`*-oM z%<@HY(=L#6CwPFTO%<%jJbg-~L%xX7Xp5gj4iNvfyDy<|X`$4#&(AB_;-eM4H$&D!$Ym}@c@1@Z&icPJg11AoAZdz#te1YfpBui0Gs+5X9(IHu5LIX* zO$eHroA%5DrF(wkq9b+)cLOoxiU-ZUR$o6ogI`9?Sv!1bGvKZ74*P`t7Lk3cv#dBr z^Wrn~n>V96P2mEU(PpGuDQhmcDQCSv$ zf-kr9=nC}_kl@)a5$1-|uRLL~?vz_)X1jjn-w@2O023>wy**wUu-ZK^s2;zw z$nkX}=68C(U{#zo=`_r&>kHO2^tKa#Xm-gSR5lshRX24BGuQ3rW!a%~!%EmKJP~KJ z+C5H`VP)xNIY5@&LFcy*`Cx&vz8y@2yhkZWv4#CHK0DYoDwZAWd~s?AFGMeyz;pF7 zJH+DeY!jS~>S$!4w?fyu`Fp9R(QzlP_eVG1xtyj=uCrd$^G3ePC6rIU+$**y+K2&A z3ZHhvTXiWOXC&*Jw*(JIaDw{+oZ+{z{&>!>pYVuYH@@-X7lMwyOuX!TG-A#rTge#? zGVUwR1f{zZEQ;)-ooJ|t=A@K?5Mryp|dCdwt7wCz`~jYJHMwwFc{xx72EYzgx$-2j~R;aEMQ z^VGz+9$IfqA_8wwnR#|CoJYB5i?UYgIepQ*QchN`9`{H>$Q7E#bK#Lh6PgYBzKz%mw==ug^8dGcU$bLge zcUr2(8!HfRNUo(${ICoWxtQuY4eGt8=)0AUd>Zm6-0!uCt+ynpYflXa)iH_wM6kwfldw|>D_Fc8Ph}6J#c+|@9JUvTP*Qls5?~t`)%8=u zK^m2*Id_?$Xk0HdvDfAFY6m1u567``7!lRgPqp123IyNo6p#CCbK-%!K>e&!Him8f zpG2U-G*w!h`PQcg0*#g^pfc5bT>K%Y4AFO+r_p!5;=aBmcbhZbgC_@d%i)vf^hEdr zhK@ll5e&{R4BKj8FF1CA8YylkEJdIPM1M=j1o*=Ct+)6k1OmF1BHGmHXiMdoJ%=us z2#^?yjkcX|1?WQ^d97K4uV;`4zL{24EXt1-pp|a}ru)vwO~IWNUoWvT*Ud>!jUHbB zuWxrIpAC}b(8_lPn(N*@x=)uVTb*>=C=4@+p^j<9L#9z7ZvhZ!hC|}l0MtLQ#Wn|Y z2lS>zPoI|B5Pg|DYepEw56!h-3mk4csA`+CYg#HBYtR}IG~8M=_iDWmkEy4u?K)Pd zy0Xo2=zL+71nF)*@gfVf(r zyrNDvjFR*2S<%-^7~HY z)KVnGwDTM=Nv3DD-BPA4;*ZwFA{s2}!L*LP# z*g3yeK8H*NTvRozE=ohfK)SBTC0*(lW^>>?@a3LHZvZz!K+#0b`UPFZ;+z$kSQ@@T z5?OP=Qx=C!EZK%9bZbc6mwP1<jRkUeo%SL)N3E! z?GmsH-yb^f4P@BA!`#VH*ju(@wxvIlV&)OBYn?BuJkNN}sMfpAh3Qd05o&nuVCny$~#t8B(xu5vnJtiEx-)?CZkPYS3NbG3nOP?(|j~6ER zIjOWBCI3<(_oduADTcc0$tMDGtP&BUEHc8rX7!`x!MYGWm0nmf+dsK#Qbs6(nRHX5 zcQm@#j|mfHd9rPH&RDBcXS2W38h(LJ&gK zI%rzp7zIG!=BE`Mko{f>-%jJ~-R@Wv_T!Tz8T12a3@>#PGhWOkao%p3x-QT$G)ee#;w97HKsCg|N7^F0M zPc>ftG#5W6-n!_zKW>`}A^>wQxg9WD4UDAKg_#E7X~cp|2cyYU9uAqrmY&gN$J#@+ zz~$|@uLyIKP#2cs$y8O#qwiUSVWPybqOVgIS33US?Y*X8k^p#}pi4T%5PZ|X_}J>0 zAH`GWR4&xNRLXpgdJN$-7fOm2xl848T~H&dFX_Y6)QTH(S=KecUm*pWPq>fZCHYxPrIL)NBU z$8h~dNPft^^=#l0=EP_l*(Vy{bv9uYcr{a8pLJCd_3NZrSU#JJAA*+wk0}fmIOq%p z-*vPPu(?Q!$NwrChPfJK!EaIgPDfFa+9WE?{(d;QZ|9SI%SN=zJz2tg?3;aV4aI65 zb8T_v2B`+f**E1|D2^ zcvdDlZk99bo52EM0Q*J0bR*{ZaEQ=Rl}9-32R$?XRG{nj7Q8d5syJ346b{qdOn(&nl6}QT?fJn+X<$0PY0>Ie>lv1YQz|R}+a0=S zy!}C(>$c<05I5FEYQP7Q`hCLtK-d$k~&?6f&CzcUX%gABUH=Oj5;t5GjFR3?gHA zNL>UQFaB4Wg&ZD?;Jiz&8MF6JFs83 z-u;mu_#9(TRe_&hK9h~Tvi`W$>WJGgE8A~--sR}aY*FdWQU=fR`>9I1CWKf(;CQb%N8!YC+1uGf%OoeZDEy9 z?T+Z^m`WTV8k1KPiZtU;dM2-!1`NfsoRmzO1<3uCn_nmxa zGcO6J@SUvIc0XX5y@u-XXLc4;VAJi>Jrakt;+)9N*o zRso9pC8OW90Ucv5=f}ZK5APKckG}$L1;C$hCS!mP)H;2I{rY30sOK$U)4|GQjE8;A zDQLj#z+MSe%kIn1Pir#xWG?XvfQ^RBUFw)Z=t&8YPdLepw-evZcKdY%Zw0A7%#maf zP~n`qn$dNT7d)&H>r@p@Usw{?(K3iNxhm!y7h*huY*k~GyUv>oGf!H%1YdMCl-v*S z+R`YuutfvEQHB&RiD->!%#bp4Y>hf7Bpj!{GjNGfD~>t2J-bY*_6e$&5!lIeo`m>b zWL(yNMJ^?kR5*a_LBP23R5uE3Cug5s(3_AI-q)odl}T2`h@3m#4M6-jvz(9TnIBsE zMtOYo?`E1h)4V#G;ctdI%Be|cWf(d(mRqf}pp5r5eE4K;)e))&d z9oy+PlW7*2*^NubqYd5n8s(%A*$ag9S;cHF2H)fQoMLpghF__t8&SN-WIjq>UfWZ9 zI5{A39n&aoCUAa?P<*t|xzt|R-qh4Arbz7eegyj7?ae*lLFDo3Ys99hPNG4{jr!ek zH>*Vx%<;tr*_d<)aD(KMar$<6@K-m4Y9Z_qy08YvT?S}U&+K%3i;~z#40(9hd2^sg z%9!-vj|ha546hvAfy(z#(UkE%5sMhRjHVE|J`)#^3^a6PQ7<|HL`)47`HHkC>R5-J z&#x)yH1TGDzVTvJ4!!z3>mK7jgrfWBt)NpAN;VMLSVHkPgg4ny$M$Mt3q>#d3QmfP zJ#NbdNj=w8zRXS<-g^#KGPQqS=ddsbC|nYbYlCP4TFbSW%VrK*4=OT}4gKAT>AYaq z^!GIUU@6l);MgPZ$)%K94!?(QCF^EO1IU`#Iic7F-yWZ&+e?#&!eqSwzw0lxOVlAH z*m#0%cLcyrv9w04q&9W_@^O)y#RdpLrxAXOSsEo?WOK!=eT}HV-JI#v`S3&^=U^9b z;c;(+9OBWs7JN|HsRz*psS#i8NG!zo+A6Yy$0v6z?3XJGKL;D;-h-gRCjVnAV_5v6 zpy7%~w>Ss9S&R?CxGSB%-WW_sBP}J320ljdPS~3XIAlOqK0B@RUBq;|(WuCSYO8Z; zCn+!`>&nb86q0<@q&TSZ$W>r)@>ze_Veu|XFYy)2_NA(#oUUzW&?=-D@DS%ldMMY3 zy)p|qa_}bU$ntvq2)j;v^|_pdZ;EJ)nCdYQKOb-%7gIpD8_BECak>)(F^v{v>Bu(l z`R2JZy_4f0W+La)x>+sb7GsWpa|RFG&xeodvV84Iy*@Kg8p%8XMnDe=stT8qEPRI1 zE=~RjSb#d!epSwIr5G*%KfOsjpdb|t2gP8CqYA%GhNSBYXcp7<7|3}-f}n8a@!EZF z!y72n;pMuN7@!!ncj5;LahWiLq>G$S#1y&C82l2M5X0c-6Bg~F_ql0X$ufZ4@oFVc zSw%lomscwwlRJezydDRFXARwb1=8FA7gSdox^^@uP(@62~zqtj}Ym4qHI{ z6sjGB)3TT|XU_-I&adZYTzyaTGx?J9xXZP+MG?uKH`@9IIUWcx@S1U)AB)@!vk_d| zOGNJX<4-;pEbRQ+2row*ctJ!deFEpC;j_wfqtM#by*CfWTnCkTvj}7#5I8m1C3eK^DrEi9fAQHQV&rE#vM-8fq zGRQAIjPP>Yy~Y)#>?yLuSV+B%;^0`85DF6Asu zJX!hSIe!1c9riZJgc>|`d7N48d-P_ZwoT>kL=iZ!-ew|rw&M)-#n(U$Qwk?CBtN#3 z12F}p@#EYJ`!~(kV-538C^Ky9WLkspn^TIYB|v(n^0v$uhG3D?`W%RmUB?yAo&&Ir zuLCMUTejBI01IO52^4<0e6Xedx+;G%meP1Z*4W@nZ@t!?Z10L1iQW3Oe#=e(*uG&? zMXsphWqPlQP zBcuU&68=U}Zv1M>Pa}uMA}L-=u?wj@{FSmD{NPUgr=}(I3_TtBX03jk)jLeS^3^o7 zpOE-2{rGFpX^4}j?|FTT;p4fcRhn6fO#QBfzD2gDq`>M&c+0r#MTTMN1+!tn!JXoJ z@BLD`se{HjD&hW!Nq*mB=N!4V!#dQ*M0;f~&-E3n8&-KZ268qqEwj?eTO5%z8Rdtc z17{c((^9cP zScH4i9^rz{p@F?j(>V-_G6+1Th_oOB4=>3I;;ei9C{O*m$i+&I%nszvCjz3p!0iO{ zI1+Pm*-L(>)C!uED;v+D8#?itZQGQNS^42>_+bmri9B>1kzApTuh}mW!mVkTuqwU?u0_ve*i)BV&73vZ?paZvn)LVZ`5r?Jm~(sI)U|Ppc|?M%+Z7M0ST5v3uCZ zUO>0VUd&!VmtO33fgx?xmu(%DuPZFKx_6_uUGml+dcJ8`d<<2Bdm(@aM7Ie zYPnoXxQ$d}?^6GR_}S6u=bpfx0KM2( z4Ef^u7F|uCLud84g5oha%b%EtScJ_6Ft3U#GubYN9?Z?MpIl$ttxya(nep3WJ(_}m z=IvsH)M(iFX%N!n$5CW3drdhi#6h6tRL5co0>}+C)9W0ff0X6@s4fpjZ*%9Hag(U9 z6%`V_4>bWu8fc=;hi-&cz;Jxq4q zKPC=qjrb51xko1+CV`cvd16#unJj(H?B>+o^H0>%+m5<%tcDcX69@^|jbzK3f&+0T z8Gv;>d<=_LK*kS&kbGMbAAUv|m^gNEB9JRu5XFSCvL($-SE%P%RmM7w{@5cJ_kjmS1Af)+F=%&27 zi%2g&&1J5L3|TOe|74;3(Cq4Y*CI{$#UAd7ct_eiCU)s~{S2Z2gm4oK9m?7(z*Z6g z@FJB5h-2~V5Ux}>J-+83SZ_|+=riV!Y4$VxAeL{;SwOSLV3}Is6U?EwbfS1m<5=Fk zH$&pnm$scwb?9^wagaD=A#j3{Nq4A1$mm1E^!@5N*+T-j@V4}o`^*Xb=8c(w^QyYQ zLssvarBqCD`%JQ2(jFZOOvAE<&1^{i3(!?XF=D3_lHO$M0VFQU@4nWX=~`s@v;1@9 zn?2Bw4!7*a66x{qxI&z_WGENB?g&O_C4xA6ULC5+kR!g7@_ubczB^eFH^@B=a#ccZ zYe6zUjA!(|?+#fp&tNs3lQ!p%pn^27ur~Hyj{&iC6j}Af;FhAGnh97?4fT*OziXw+ zQk5SpxYcBsn$U9KE(j3>BX*k2noo9)!L06O5QN8c=>SS?3Xm;`5&e)E9(wDY@+~!w zg%+30$rd(jvlg}$YJto;o^7g~w$TfLu0IyH?O$MJ<4DZJ=FiYRtKkT*ZV4qS3|C&?c8jOA>q2(?xr&nDaVKQ?;yGLoKTs| zu8-H?panzUUYqA%9!AkJaCxN?iAD$?$$H$mGO4s^_HF8shAp0q^*Hf2k6+tYZmqEH z5)EChdBSqMpB)O!-7yq+!rCG^oz^e-=?=L*zn}V8S!gtTZ)_A&hOB+uQSqI+Nk@u#5Hi_xvY(L02EOdy z0`kB-w3Gc@immVAth|evtQ7EAPfSw;{-zo;ZI6kQgay3?|-%+lo zxbiR#0(HR8X4%5XYDl)WuY~x%1eiJDJ`NH8vxi2!uMk3$xqrc36d#}w_z`jHsmrOr z)UjotrOy|=vD)uTKV`A4U+2#W>MT1)9^i9j9v^r2F2w%2I;{Da%QwU9WPuFfq za=9;jF)SgNwtNNMR;aQtCcsZFtz8g=Pa&_tmF0~W7K)S#SvM=Kpqs<WW1Y-6y_3@d7F#doU1gCgi$?r~Xssq_Ta-HZlXHvdl;ZYyW1!s2STj zfqQEC(ads_-l~2BhLgdWA>xK!(08@Z2@WY!8O!i&KY$(O4cz!V_8e{_NC7hiseBhs zR5gVDzz(WE&VJrZG5fb?Dzrr2d29E_-+rjh{h*KHQ7w97G2_z6SMaW^Ua+)!MSiP;>XMyo z>Ytjx5EPym-jK)610yG28m@mbgwcJ%0o}Y5OkS98KZXIg3KLM^N;fY9X>Z(b`7oAP z@g*;BYtC5Y`CiH*BHuHkIKP;})nP5dJ9e+ZQC=|Bcj z=Z*Th#$D@{zBNuRI|Xt-R=2E@59D|mjW-X8b)1%~Y2o?K#!R| zy{@*o%TaExWy1MxG^O`J)}0+Fj4wm1=XFzn_gR2b8yYd42+R$gLP)Gf=astvkx`6A z9s&Sg{S>j#9tT6nnz>)@r4Z!{>=YGbEX;V>U2PSN2#gv^$-1k4pRVpm!Uw{PbQk`J zOt;TaTi1B5)ZQVXRLD^robl5_Wcu=ejMd9>eWcgt?iiDQqd0RbC8*^&z8LHs5*Hn#T56yE!>lW@G1gbI!Cpz>|DSw5if7FOw z(ov|Eh>)l2RfRX`0KMxpb~dsCgM%ZzMlDXY?5QA|s+eB4g7Ai8F^3y*k4c zM85v$^8WgAf1n`aX+5ZUoplzLb1d(f4z?9rjB=T?q(2l`5n5CN@JPigyxr}MRghcO zm9QYnJ^=V?>-w=L@xHebT)F?asI9TGh-%|2Lu_z&niYX;Cha%aueCq})`EMp3M!nS z%zyZadn;V-=qpuvLqsmN(ud(W#N(M=FAzL98d7TqHK>70lkVlFc3}l_A#VuSfoadE| ze)96eHefbA@QNVkdk$as#VmZ>h3sQ~uCl-Qp6~ib00G%FWv#>%doVdV4fdO|5tT6! zrags`1dfELUtpP^@lUbp(};`>^3KK@e5`aJQ)0suxHJc?&Jy0#BLW{geEw;-akYB9 z+Mc{?*dJ4pM%>(ykD)s}6Mn_z@k?GH;acW4$tmQL1xIF8eYiQvv8=sUohfoJtl{$V zR};a?B{_8QD{Oz>bv`ZpW&~&R=jwT{FdohKwCWI-(OfwP@5AP6232SK_qnpLS90HkgT2T#53c#&-)wEt(KZ1x-r{R5I#H)=ns_V`46V48v(OL-n zH6sk%asZ09C1YKpwC{A?B8g19iyHPssu8m~bEq?KFzYY@jPYUauxHFHLypLZp!voQ z0zb>jc^MzSZzx0Mtk{6`xwpA+X`rSX;8L+)buMzmEdTXDVIB#TAc_?KjfDWB8)$AF zfO(zDyUmRqzb4`k8>D)eUr5Tk=+Vy#Pl?FAFqoZ{eyi_ckRq zwLf6ayM$4RVOBy%R4Vsk0)-Qv_1Ki-tgosGyl))jJ*#{nLbhB)pP`N_fW?E5|56e= znGNa7S;*9V@>)SdaXqQe+LvRYrpvKJXupLE4j=8eK=F`Ib~{!gh@d;y*O4zs_h8y> zS>S}8K2>Swd9J@=!!c>-U$29;m!_*Mz2p$erkf)?kK zs_Sk91r4!X`_3J%NUJ+8nGI_$Qie%~%rm5fQn$R_+T1_5TV{G!rbZa@Rvu7at%v|I z6|D9S__f__q4CP=gQj;W$443W<8`kzj$VnT*By!Tq;W)xAnTF6uFftx=bEhx3W z|MZ$a&3nf32oHawo<(!fzK7yOEv8o6bCMD$9XlIs^*WoUhacjA*I1%q^Cx&jBCGBk zSC@}ru&e!}g|x8=t=A@}2>`e-nZ_?WbcS}=^~RTD7YiF(cw|p>5F5A=zZR*+G4QTR zCmN3ye`2;7Qx!({_z(r2FfQ@9{<2YUa?t=C$txjO*#k-amyZ5^j8^%aDMpIBb5Gmw z?ZpNO|9?M-OS8`czT*ySZC>fZML@Np^S~#fld%j$?1G8ItE-a&kvL5qQ^J%`N@cdm zRYSug6xMyLv!F#%2lT->B)sh1*er4fnO9mnJ+qO)>6%a8egobfFFH|cXWpFhewXJw zsnbJDb3>b;FTO7(0BZINUtV3ku;$b!>E{Yz0t7n)gKs9vym`V%+PDs){deHzf>wI~ zo1-xEp-d%rVoF=$r#=BBGL;yJ5&h-}1D~Br2KmIUvU2zfcS>8=zz82pI$kY~?yJd%3DcZV^XUSGgN{aIB6h zu$guppZDav9dT#6lf4MJkc#}UTa(c8nFG9UXB<`&S;Emqa=g>kioYAa^`pYXqdrjN zcUk_EM{d2iku*FPWy65*BnkUPEMrWsvWk-M1p3LDwD7~@s#r-K;*;l{$DNyW4fig; zaD$w$EjVd(EVq)Vma0>d%B+dWi6W;1@#kk;PO7R~gfSYTiJ~%cb7+A2Z&^m-1R{O6 zwrWCnEY{Xa2%9n#gcOd;TJJY33VZ~fcbsG0*z<|=&z1b_LXPQmfa8;b(TeTPGKm(f3 zC%D2p4)kA~4sXaukM}7BTUPFYF0xq8_F8%FEA=u{K=Yih`L7 z9mQ;x3DX}~Q7Le3e=JW{g3BJG8O+ zy2I@;HQ;IycswMuA8R19$ng?;2=qQ(X@Utbmu{J7O-c=rd^6+mh%#kfWYZS0lvdu&`{FoyHKk0Rc38y zeZgi^mPXEU}q}MA_t;$i_N2Fpu#Fi-gL*|IfcR>TV|89OFSo)!Rxug zK(!9GlYYn8NrID*hu_h`C)*bu9CKi%3l8E21Zo#ZWhTYAC+cuS} z${-t#-rZy|BBxs_1&hPa!aD5WS_bYDPMo{?2L3M0$Hcw;&kGV(z3d{kiIiWQR#yWx z?qe#GEivKw2_fH!m6H!cAJ-HrQu2B322@tv%q}8a8V-CR>KFT>Y}n&8Jk@X9ET61o zcrc|cE3%l)Z~D_K`!P!-wJE!sEio;58Ea6K0cOu<(vu2}M%Oft`fLv9F1 z9J9zr6i`oPvBRL~L(Yc)!TsX=#$x9f#tQufExyy0{rU=`c!jtqXj)2Ny^a2wk16(_ zv0RTDT0~uSlYcGShKlY)ku}QM?=RT*oa}>Y7IZB&@bN5Dw113hprVKM$>X5`^ zX|MK5#Hl>lsfyYz6)2bj<-b3v90Jq@#uOYYkz4QUM#FgMR<0xb-F*YDv!1ATyk8q={;^i+h3Xnu)N>JEaqpcIFPBenRiI3;}eZh zqH4DWb_!=#XtOKOB-z9cl)8yKad&vTcLeXe?k1yw??bs|kjGTWXH~tW?tWndAPeS) zuF?y3if^A@J#S|tmT5TZW4565O25I|SDLj+h|eUxCn5spNIDh~gULaF=&*p;$+jek zL#3v?`+JnD)@v`G=Fsb^lXs(p9z)=Zgy^P^13kTm;>?S&fUuK-pqd|1Y80hgZP1hZ{wYHgV1i_ZZ|^}^Wk=&2cAR{B$OPh|unXX!=(jdf=(k^}mUJa(>l3FW zjPHlPKD;DOlo<<|bVrTL7ZJ3Ha24E7tN6aHykZ3iJVbXWygpO~q#99!GXM199|N*Z zU`wMNS!}P9%X>?rgtyWQ-#sTlW%3b9V0}7VVf$#vUHo-4G4Hw~D@L|NhxRCPmOkN- z4Mv4gNvj-eJ^~>_x2Zi;oH>;q(*arN2n^9EVn0E5l)CraNP>`&UmM5mX8zN9SUo;zud+Y716#QGCHSr%sf5DH{fdhzq4U-e6naJ9mdo z%2?UeLq|v_n@HemF)D#5CPKKVP|~5v}D;c_uy~SgvAg+dK6iH7&mE zD(M-FXQ<-N3AP?HL5ZKW6*(JGU7#bBswMaSfdb+ek#~QIUyxt$jo{Uz3YQ&uis7Z| z-aGTLU0Re>So=4X3qUB7HA?6|9cVmZas4m>lT8-9fsJ!Q1zQGx2_sEekP9hcF0ICU zFySs1-_R$5s9W7!pRJ9`(5=|~J|@2`Hz?CY;kM+XNyp`B-BS-sO-uLmH6T&uMCv)5 ztZY&2dzkBj;iuD5(eX1Imx=AD4=;jQxWVy6sk5x|#|NjJS6>gAXZ#2EMW)%oRI7%x zHgYMiTxPajtT5PbI*h6)%j454D`w=(Pa)hu3yg4z8OCNuC=JhvG8`T+WZ|e}8zsb9 zRh+S4;e7;Ei8nOdwyud-u;a-{I2&_+K|b*Roqa|{G+(RGOuLo&;syqv=91|-K@Gm zX4$&~*2{W{Qe(W?CrqtPB!lvU6%QylDz3IyH$5vZxj*a#*TF6OVjD+yt9Rltov#aN zJB?P$fbOB{F}FBrf=-JJuRZ+)ji6q>`iM4ilL1p!8upR=^0 zds~e}g#>gxjZ}tQ&)agDJ?5|t`hE&K4q?lrAP{xDr)#%CF(hcZV!}|!G8BCX8Z;o& z-b*0P!r@=)cOt*Jb2?&AOgAfI;@^$O?E3<;dvYd+J?d&P-gAzKJ%VWkWvEiapWr!nFBPXjZQC4 z4L^VQ%>f`q8@)do@XIC_ohvCcj@Ycr)v8Qx^UP4O9Yo~I-C*nwA6W3H06%QJJ!p`zXfI@kS6w|1|Fx$1|EA_(!`n+lWj%PhZ9t!K5cWF zuO`SkhrR1vY*ir70Oh<=p6oJf4)LDBZQ*7m0%v;~xKsfh+H@_T!A!%SMn8WHij zvZJR+z$(xQH;TDpqcXNR@VfqKc&k{Q=pl_+VA= zLbj#B8YI(Jlj^KIyAnyV?X1E9W(0M+} z=53#@{OPS~T?UaqU!MO0eEnvl%qz}C+Ad2SNzo0_@TLs-(S*N(Ay|OL0TqFzcA9g) z8@(|9?#o3H5@l;>K<0L)X@P z$PS6R6)1y<41bgBx;~t0T9g+re?59_E6vt&5xELY6riDy5gOgkb8NbNA$iQo4r&&H znN(v~@Mvki4jHv2^GHCo-c_9fx$vXr{Rej}0lZWo&kJ&j5B>R9V?`AXz)Rxh4;Cfx zAkSWY8yj^rB#!P1G_U?CUsQte1&@wZ&g+5}CnP-A-#mFsSPJayeN!RBAhbJ`iSco7 z<|U|8D~Po!0@5eXT%c7}L-&Avd$kJhm-x$&g0tz>OaA@An-W;MitFMB6_3rVz^%L| z#|1o_VNguie0wOGn%0dacSSPd!sJ9e+H_rtWc@jh7N7(ZYfgZcg5o~!imleRiy~OH zhfg*8>X80~bUkIWz?&a72xC&koVx$&fepzc96*)k^y+{nB0tcgwpZ4Q{N_~)E)7YA zukP(YJ+X!c?$Fn+1?K4=cuRqwV-X{6dNicXJ?fAeCCm+Xa zjpl?Rj5y^q#r*PH+w@L5Ac~}gW@*mBl>iiYk;M36{HrOF7o~D(AjI4=d{Pwf%)M`i zaQe2VWqrS&T$G&Xlg-K+f^?=|(%wv@P?g?%Y`Hmt(9eW^A%EE$L;P807==9p)~aP- zF^TFHB#)(e1qj`wId~c<<~|vY&XTXZV3~H0NZ>P-7}Rr=mjC&8`534X;_uaRglLS$h8Q%#g^He&F#XH zM!{LIIQ%dwdqIip6reU6ZL5(9s~5y@h``E(!>v+y*F_Ik5(yw70lpkWBJnf8ICEe~ zlV_AGZ=)?`AI{-*57w2`u0-`x6OfKf;k2+clRzPW>KleL!{0_}Jd|6Ll4OI+T;Oh{ z|H4fbmG3=oBS)o3A#*na=H-JlVfP1VF&`R#T2EqGJDNU%zH)TmN}&|XPwMU3SK7E& zzre}0_MLg6GP2~7=T*z-?)Pv@T+11SBzJS?vWrzsy%%BRT)YVx{f~~?cQQgOW8cR; zbqrtDaKSt_xY_qQZv;Xfxa`jA0gU*G_bT~fxlmc6=6ur%=nFz)HqPpzLA~a=cz+jj zHsWYvPU6k?!4JDY8|}Fm#?IU8IWooDBXF5(m^pV%(j+(a6@*ofOr(1)>w9mQjrp6~ zqkz`*A5op-?PGcu{@ECo#J`2d|NIiOUa^_-`lFq*cqfF4|K;h4R!yt-goajLPd-RF zq)$Eh1|#u4>p%VC>}(=jD%0-toZ#cPK|0EK8PB&Bh*qk|Vd_GLrv6EemGLc-r(uyf zcy8Ew?RdMvAgl4h>MgUBsJLi?!n~unm`-Bl(*a*pLPuxSUvK>2bR zTtW;^k*wMMc|8alpv&b@T=iOk^t)|KckA@;H+@7x09~*Cq9GSn(3@KKqKY z5V3Nxk4c1=*_C!TkUEd`peN0!Yd)BeLDPp?YG!3mZ7xgHo^fw)VQDQZi$LXx>=9xy zX+9~fxpA@o1CINh4Uzr%&Ao*oTNf8wTU%&uXrITByR65AhGZzEqh2fP z5)p|6%kVnkki^WaiHy}%L-s=rZyMHty9$vXOyA!0(r0`MJT&G{XGLdaF&}FfyY{f!aR|FO(d1#yeYM@u&Tktf?y>7^rmd142 zD6c-R-9a-jeJ>d;rON-A2@*wQ=1Xhw9reMY=w;7iM@9ay5~Yma{ssY$=2=D>tSy zZ`oh3fA-qY7DzHV8SPYm%0YHJYhRDqv$ON&_h6A_7VM6!U(02O8Hz!)dGx?M z&CaIIinM!NhD9gIx$+GjNdW1bY;l%EV1W6dssNc|a3V47ahj6;gd+Zc0I^ZYV=Y$v z3>>)(f~^*YzRiK1q?(T`AtdxsCm$ULFRR#TML5kPV&C`0jZWZ9_6EzfvFG~6i&&BBx|cvgmM0BNO((WaOu}ar*w(n}x5CgouoVo4FAX_Nv|)s1`E22*)WM zS}ofmdx0pFaJ%tm4DN38rlzDG=8wqMiRU1s`$WrAVO$5FN9=(o%yQ0M^7E?4FM+10 zq9=@6Mx}N+F*Q57sV(tA#-1I!i}a~G5Ff`m6q`H1Zpl3VwNrMrm-Ru4fk~g7m0u8^ zu29rn!!)|E-|VhG{Qy6m>Ih+LVmSU@p#tM}a{NfxPm)_Rvb`Q_L6Et?dq3p_jsEjn ziXZz=?m>~^@-Mf{Ln!Z--qL=K#xhZM4^JrbSVY3F@v(X>zGy~u|<(sTaqPv zQyKWYY0tnz3EM^_xopoQ1l=!fz~_*?ZYmpoC3;K4xvx!d_ZyCfVhHNngEyxaJBL%N zY$#%U-H^xp$;x`$xo2Nk@CHGpH1htN24d_q-kcToXqp%6x`hyx0Jr z>YZMN%-*WE&Y!X*7BP^dHyJ0VAcp)P^O#&CDGn8y6nib@&O`$7ssZi8fnY`nTwDQ| zzGDC&yCEoF@?`6bMAiUBNt(9*B|6Xc3kg~_AG(BSQwBe>)AX$91ko6UUd~vtFc0X< z+q2}oCGE?UZZhv6 zU|DrgkyB-|L(rGJ+4fKPN(5#ZUS}6RqAC1&#;u+->gu?qN*mmh!)sPN_>Dg6>m4Z8 z#3qlW2<@*s6i3P+2G=ok@xq)awcrQOcoC77bI8uwPCOKa9Z5bWs3w;jnKp}Y3ocXf zX9Ql72{^5CO;$&V4K!QdrfJP&!uD$zYf5lGZ$fiUTfw+VXo&{O26ePqs7$YqF<{wZ0?R~p zzczcbwa+&(KXm763<_L_U>h z?=NeLMz7#r4y|s21gw!7>o104r;I7;kiX9nGmUB}mNuYb54vY!MBP9$z&)mDywvJb zLOb;=GSL_FZC7{9M0p*9D+Cd%=77ggKamCe*TUm+{uET1s;!o(UG=aupi63OcmGU< zW8fmr?Vi{nnNO)3uTpo4nknP@-kIyQBh`c2@&#%GYGI#FV*Sj`$zNkMAl(7KVe&qonR@^yyb-w~IdNZRA9Ks!2t* zHMTG)XWw91fXRiGC~~qZB*MKVODZcOE@NB^C0ud+FRfkIq52|18CdOxcGuS9VoU zB9bL>IrM8Y^U+rhVY4A1k>xqoS|`jqHMI$VljE+m?X*0o-YMIpbILSr_f{yhB& zF(F3-8VH{Un?1P?39!)Z!>$V$`v_Nyi_ILBH|Vj6@hlN2;$M=#tozAOJ$%NqeMFyZ z(ayde`|1c;w;JBBA5A!gCH?9$_p!6m12IzG*bFs0F;?Yh|KPTRqhnjn{0l0$$YCuf zBry{UeqL4sItRNc;l8d;!lZuwj5}#y7W^%_7W{*{{^bebDu*xUuX`~|4p#MaK<3mv z3sc69###kdB%>DMP;D|3{LoH5H~&sR1h_#2LCS6?YWcF@j~8ua9S$MdyrLZXq1HjE z)UnBuuyGg-$m-OQk0| z@N{?;X8^C@jTK_;uxB-*Cxg0JH+#~cW*bya~zpzFnOsQ+sBG z(GvBYV$kiLKR6cb2V(DA)8#RUGH`*mXb1HksjZggUm)#7c&ex5|UM4zQa2!L&vcJk>+rkOAn~(|` zy}WAKa25=cn3c7|S~IdYZolJ)?nhRHA_yAhPBEMC>dwk|rn7Kmnm4124!Bilt_DEx}uO|9Ozbi21tfy|*V=qPR z+g7P`vJ_-+9Wb-go9Hxi8j(ee->vt+&M?b1M$h6W+Za}Fcp9!Vl6?m@5L&M3M5*ls z53+dK(P}k0n4^H07gZYad0UP(1o@8-Dhoos(ec+V=XYPM7;8 zJ?tDxu}AeU2L!$unfs3zNqJCjM%MEQy=5cFAxqOMuWGj_r*2N5DqTNQF~D#3gZk&Z zEwE}EdXUo=d?Go#d=}wya0VS}6;b1t=fn}kbkQWi*36~%eRvMBxOWb6K|hOXSB-Z6 zNB8$gFL0gekWxZ*$O^9V2!inF0n}mNG(u@V!mXgp4mjIP8$2S-$1B$^_ATW{qMs$~ zWF@jHcPaM3BM(6@k$`JHITrlwm~DJG+EL~&ER2LAJd<16Ms<{qj0!AyeB_b{vAMF2 zqA)kzF3n1`Yt_SI2Di`3$~M?H`T{ryJ~bfQw(J5|cA={{bE5kiJFI!#y@P$XX6Pnd zjy_xse@o`;Z@U284$7yx4oyg)Mg4k_>J@Sae~4AW7xQo0Lj21^GJW8O`RI3O#Jmje zo(_s7%Ur+9sdA)B7e?xY7+>rs-l=8Jn9aamMZk8;Chi9GWDp1mBQ}hZD+t86I^HZG z-@fB+h`4=3S~;4Kr--TR#SNjyRN#vXzw4pyhfdY!kd{D4N?-nszX6G@kBu@vj9iM6 zmbTI$jNws*=maxK0DIwPe2FB+t4s#wP!wFulF#^-x#)!R(QypM4+u>CRiC`^A+)Cs z8_&$vtHh&K^vNz^e;~)QGKi)x&bLjkIvFA{l-{0=Pp8hbne*ePP<*j!b zd}F~F)aCg7l5vy4&T?@vmR)yoH`i;cMY&bqNlegcDCZO6OB(f$x*HRuyH;zKC={nE zGSht)WrO6QWe4e!7e6m@;4Dpif}$6{2Lb=bA7#$|Uwj2Yr8GYC@?R%9v$gcG$es)+ z{xd9~irR>j!LQ*}f33FuR+mHUZUbCT_epYLP1bfa6aBBbnr`hOM0?| z6<~)pL$H9ny6ETuiy%%9A&bZh_@b-Vtsz|3?qvKEU2nd|baHR6Z$26k{V?s&*t=NY zdI1D+pM5#yb00Bh$rjCt2Ia>xztoTtBc)aQ9QQI;-6m7=RUcttadu`X9%H9GgBlax z%WTH=2kIKCFQtPB-p~>-#*s6O#5$lA7c(&ANIs~*3y$r>jx71d7BUFJ#LGC#jt?2F}bs#=BH_lMJZf2#%y6rh2lPD?NHGBBzBM8 z_=&T#j>KqT+E}D~TZ}=?)AwA=ur3m118+~&vR(uK(irhJ$LkKa2F=RePlN{5lpLfT zy>KYJEbboRdscU~w%ddlx~f9k?IPVhDM1#xyapg)Wj%`Z(*==&|p|W z6uBNw5J|^Y<0jbC-*Gi!S@G}Qr^R&o;P1F6GGgzWSrO=zdzrRw_1?O;cwkgoMO8|B zM9rWDz)pdbw&yN6iM4EzR9NybyCPjMlUjc-5Oh%8W*YqBvBvG41mZ%3WUq4y3aLxX z8UH3A%ZWy)enAYlyXqFzVd>eyZZ|$?B|P107r-OfT}t8nC$=-F6`cYi(^)kdm*#J% zdnLRY@AJv=^y0gA++{3bf&v;EDO&-Z@ur8VF-EF0_2HX+qO|Y0;^j1|Swg<}Qr~{W zRN$jFX~q&$Y@tJ>g(j6Gm!6_jnEPFOzQ?+T4IsSj)BD{&>XsTC23n$?uS*e`Pw_R|=R$_Rd+EZpaq;s!n`Y z6)jrG=#aDI)UII-(HM4j6-$V@!ULkbw4KjiXCYRs`Q)MIIz-TT0v36pDcsk!;0awt zzJHsA4YIf<(S|+UR7Y4(t(@U~9)MB4p%458DYvq+(`jdt1EKkn$5_bcnSMsKA_ZoV zq98>hMO`&sq06ODBQMo)Q(9wHjky>t?@FgdS8g@kT(n`DJe4A>Ku28&R8XaF)S6hGORe(E23!ld&aiw6pk?G(|8`^n0f4O6T&$9+ zQr3QV{%tTIl?T$%e1C@G&+pk=^$z8f-lCX{Mh6Q=xn1vgUz4*NW%6XN{<(@JqD>7< z&oIIv_svJ|p5Rv%iFDmZk({ZMH<0M7c}}2|Pw1_jsa>?Z-s6)ro5A{$|K9y`khj6w zE?Y}LshFhg$Ku_5yUY@sapt4KEUr1~fb1(Wf-`u{PJJ16H#m;$ zchWnOufhHBkqF}W;+Q5F($cQeC@1qL<~719zfE;(r`T#q#!c#in8La~B0=#Flg~sYnU5TbNULT-6XewOO))95UcAG5l1=DdKOU;{zPtY!)7MJ> z@ZoeGj7KBEO#pjU!nOLWxqEc-MrUNi$0(VSsw%iQ@a@uSS(St)oZ$7BUgqo# z>$mz0V}PxuGSIvrd)xspdlTcKaB_AJ-~J*pP`^AXhy$0$oaXof)ujA|FhVyYs5I0X zwUL0Mch+zM<@a-w$G#1Z_&UPtWi2^4{k;k4&+&tD0qKDZN#_aU0o;aj>~i&=37+Jm zHBmgRN1gH|Mn7CmEBj)E##h1^Djd29alL*Y=-8#&T|y+lCE0!6 zWMSoW_7Q4HR{tTQe*puKpY*;M1em5Iw3=V*sI%Yy=9Yg$1EwHc#Y}C6j^88xIn{4) zfbBZS2&GG$R5~b*`RiwkKNR*ac)$#KOgOZH`f&a?t7xQHE}Edlk7H>YflA6X$;k9_ zoo}>VvHY%!=cB54*Y{#_eW3(-YKsw`T^svH$e&!m6x*h^=`$AwC5c1TC0AKEw%0WQ5lnQEd7bNTz%2WKiF^g*zuXxd)@_P8}-Rtr(|$E@3vz9D$Y-Bu54qs z8@O1PVTRpTe~f?Qk(g6wE86S56YnVCO$wZj06tIjL_0l$0e~>%9NdMckMZ#1#1pkVjheqyEMoB*ypL=~ zLdDvQ{{6@;eK8vfz@MopDJFj$=kPVrg$MqSnG>OEM`i;?Z=`akIH1N!Z6-$W<_VD& zH+xyvE7vb<=Or9v^5No~xiJa*XRgTOvp~_0{4~oxs1jHYZy##;1eAL|f!rkx)d=do zkpw16+FQ=_cUZW91Ulq^KW&{*w~1DKp11FVZxA?HPcKm)X9uq0{IB;9AWSz>V78m1 zwA_Hsj7do_m2`=VIg%x^ixMNP2yx0 z@;u&(3DaLRWCG5IkyppoQFyf*p>-3Aqv%8miMF4DnX=c-!V_%YF9VToW}6^3%Q;B< zgagb`f?*mPiULG}FyNj_O}?bPT?X<+zdy$$YoqvxGgbS|j<{efsdo_F&H zGp(EjCN;qm-ar2!V`YeD5y@N5k8vFKQdMdWIfrb5x7~9HVK~g*T9?+SeE)_S;6~}j z=~GLi9=rZA84KS;XEVk81ZNIrhL+m=gqn$FI;Nf81?w3&qHA`nWY7EXB^)L*&f_jw zOj>w#4ChigMpsRgyT$)Pry)Nmll4B=LNxJ-l+L2RtJPY>eCq*4Kq$d45R*Cnowz|{ zC_!v>q9djMq7Z*kIV3pAG@l}nEw-y5pg;gI_#cZ~uHwlW+UqT4M^B3_te$jvn>t{2 zJt+1M#sA78)nHIKGCnTabi*GRx*->DoT=#m!1-_taD+JkK4`dGfn@#=Ns31 z+WKZj1zfowthb+EUoU?HCb*|rW%s{vgcXagg8fJ+`qn<+nHi&D+w2^*Mq9mg(o-)7 zh_{4{d$KkFUnijPo3C>M#=kXMWxE#7M70fqrnp-V5IxsamNK`Ve`hsEwlDZe3&?k#GDqUcr@- zUG5Ws1zq~P%W0v8)QUGeUU848(eD3Z*(mc0u`ru&JY{r#@Z#}&AQXIKKk$N*Aq0Y>t#|3NB2k**ZR`t(??V5g;0XA4GA9il5Mq?0 z#JrUCp#&R~L_pRkfZtzS*R1RV7+`OS_aD~dqn=S{`M+4W=J2Od|Hi^){?}sRWC0eg z`Ro72!eJX)S|6S?{UYBcVemWd~;k?+XTJsV*hD zxYVkHz6IfStwiPUK6@Vl0_eTlqM!3XUc?~=Y_5gkf0io!HW`Ig6vA$H1zKYU(;fB2 z`d9&&*~L1Id7)U2ui6-BV}!0fhM#^QwvJ$pEW!pwFRGckNLi; zF7hp;FAS>RI_#aL8d%?DyBs*LgI~&^?(8lI{EY-Y0Ic`}*wbC%I|PBIm%fAStV)kf zlis}CZe^eYf6;a*@?t`flawyPC_sGyext`IM?Eht`@l)`=dU2;?OoQ=@3R^23CUQT z@>70F1_F=`#GkxeYnbs{?s$5xP7(Lhr4L9Gy<`%AM5>WLA*#Su{WP`=*aVej^q+)I z!3)uz-3{SZlC%+^Z+Ssk!U*jzk_ou8kEHkkAh*T#ut$qu26|fcw+fJyXo+yhiSbw7 zqQ%`nIFv^FO@c%yAjmR17V7_Ir~*xhITW3F6kjZGpn3Y~hb)qb&AC4mTJwzsYc2RF zd6UBP`D0okjsHo;)q<=2YQg`{k#T$ApIAR>{Bxci|5N=h+RzRe;&S10m7&64kTK=+ z_kwVVHoIj|XWiGvPOv`@Sw-IyQu>0S*jHkah!GdTBHGi>XVTS>XO(KLSqt{!3FOe? zjWwnlhvO&*3K7_XDZxwV9%Z_=j6BLVnztd@nyaFqeQdHUh;!>#^#E`?PVbLI14!M; z)B+Nbcm+hIHl%p^zgchqK{WFDYFnf_-64RpM)o!NlLPmVa_;y)tn`uY(Gi@M1DVGK z2!j@Fi2vmr!kXk9a51HH?81oLAIpb)_r^l=?kAHH9V6)Vaz?zGZprxYWq8>+WC6*$ zxO@Qs<5Y95ye^qJ&B)UismG5xIsOI`UYJgf?E;JcgT1#5ilblGeiH}~bV7jOObG58 z943MWO9<`~+#$FO1otFpfZ%};++7C=ZXsxZ!8O3(!^qpu+H38z-#Vwxhf{UFy+sut zrn-81dV2nS_kI2D>*7Rka(%jRkOy?NAErHm;r~Y*`#-Yc{||!fJUKoI&G(f5y^H{^ zKU0^(9m7j+Qcbh6)_)0IU-j94{J%?Z53x59tdOV=)ZlNU+&WcEo_5?{y`@|qp;?}_Qj|D&~~{3FHrf4kp& z*ulL1^J!IK%(KVeD!|;<@?3?SG9TXi-pJNqzke$1r8WyDM_wM$k7bOzf`X*ggl;x1 z%H^zJ^_GrhPh^0lGxpX@6E)$V(%;`^*{n7E{r&{{cyJAB7JQ>)cQEs4fQk4t8g%Ft zlZzP>U%e05qcKYS(*f>b?(6}U_g(5$=y90fmiAj#Y-|qo1QWD=tmb*J#L;nKlH9hw z$W%CmM>66x>ALk6sNLqnA2Uv2qdL(V8BT~HONat5LxF)7oA@x|9|19yN>uOj)G5p! zs!d;U3Tnr6Mv0&o|5KTDXIO^vSGh5Lkj_IsGK8#eHr0uZX(;$QloH+yigK)OsdlmAE?xRk*=WuCB_>6{Z z!U6P8!(8}KNjA6R`x=Z{N#Ltnlet`{_xoHNQAVyUPh}AEh51(6O8VBRI=zG(3=>^g z%q2LWUM-F;xYfHw{ochr`bzl`axNs!~AU38& zJ#eikhQ45CE*^5}V3_i8*qQkP5kQHB+&anYTgLP+G#-@KdCv!3{kfpV9M(-dE|kmX zE3X?j{CIS?J>U|%xuMx>p~OJW6m=s@S-^1oUxy*kaQ8Pft z6ED8v`wwlu)}$94_weG5i!;NRwrh?+sBIGziWR5L?Cty_!bz~2kD zQA6xsMUDNos4N!k_nvbydg$P==#3+8ldcbEs^>qedSt+Z9h?3H*Po_4<9ebeHJsmrc|acS5iBd4AL3FK~J@4jPsVl38ozv^i!n8Flr zq>YON1}*matQ89;)aJXO`tNJ{VS!!Q0_8xIs|9k;_F8dcBIysNLkFt~VPx9Qv30q` z0`33;3?4t3>Fz~>z)ag;Y?%^i>7RKEzFQYIv4^H$#Jg_Peb-M1B^j;N_PCgwV|>rM z(V%dEn!VqiaWJcA#<-o6Rmm0(&tT2wfFBebzMS#$DhV9_?(zA26i~2Zy}we9RsQPA zk^0?LioW=L42I?W`mq9qyjd@DWJ}X{68Q!h-R>8`*>WN*bt2x~_x1_u;gKNi8u4vNVpd^`d!6c}!+WSTO z%!ne}$cM4tO?l)+rFkII`m)q2t3ObQZwh-y>qdM33LeXxSx%n~KcP^;I;WaZ{(csi zyamC`Z!}NnXKi4;mz=@ge^Qyay@P?*cWl6(-w4V*CnDTMOmLRnk2@?O)>U@zx1dso zGlEy`o@e1_tq197t}T{5NliA&8il9p1vf9R(RD&ax(Pb`83mH;v(UBfyZuk4{wD=` z$F=l%*+&8p)AF8IeG@2@frV*LM|!sL#a`k}H-3?vNuvW{(&A|#uo^`cCdxfjXpC5L zZDS*0kYGvg;>nqWpnk$+B0KTQ?Cob24hna+RC6vfTMePDT&TgJ47bRRzrE_r9XVq+ zYrkfZ(60zKzE`+(uGyKxP~aQxO_cuobKl6d&THPTFd-ihpdV|+%&lKRub{_~5s!=? zv^pCv4rDn!Of&HQB6uV^6K-JpHQ{U(NUQ4&%b48jj;(a8>{R6NP;SOomw=!}bsg1d z|8^alx~)G=F6Y@wHa(jn=Wkx?b)$1R;moA~qHjkdhRU-8zWm_ii6JtLL#DUra~HFd zSxG!aV|=E=McCWzbcUyt7zqQ)OTPqCZ>d@+7{nNybbdpMr*;XlXRrG0IJ;o$Gn0y~ zf6B>}J%KznVMxSKoP(%Mt|tWbG9SbnOAVIkk-SSrD?l7}L^CxIpAc+4b{6AtLfP$s zORcK7pA+O5%v#>(US7wQCctQ$XdQXO#HAG^Go#05o?iY{5%f_l@=-CE$B`hY?`3j_) zX+lvi{nUXWD+QCcXz{)bR4Bn;t6Q@Oaon8&Ts=v}M246qIDW(@Ukaz5n;lRTV{mx% z!^8WqDc7Nwix+eKFBe~yLY(C?hXs5)UPA?P6v?n_-LB5bMP)x~K@+9q{eH2`=~k`hI$-7Y2f}lZYdWY6xBAnS9rR+g-rD zz}i8BH1BOWYtmBhEUuSwIH%MJpXHl1K!YH>>JnDp-R4Yu){5Pb{_al`hfLlmwCV(Z z@%j>#DvLUSW&AS8HGr;I?^L77+z|!?;vU40?VU6lF<0hVL3Mm$R$hi&&EmQw+bqR& zr#I0j-9cATw6@ujBs3B)AK?}f?v&*EKfE>6VEo$#;>m7!tf0TD)rcAo#!_hZjjeoA zn)=RX>@n4Efx&ykIXoWz&)fSOcb2O0|M)N!ewJqBl<3eDQRrsXIGRqvZP-q!oN5?x~y(6*yi`lXk{;83cws?J5G%9ibYK@xFo=l4ST z2p_IStD7x>V2geE??peV9gC*kYLowN{MBRvMa=CtU}=VTbVfZlis>%QTsypKdT(B% zzeQSHoV9<<=jnbWs)k(O{^D#&TDbV(9sE;9x%8>L%>6zwx^w(tqA=YDY~A0lRsxPA zl)!$Xyw_0T$Xv`h$J!aFhbP;<_sjPSV1JJ@?-NXYMW|bl+I5Z})<#BArg>mt0%x-I z*f@bs$`$`x_4b|`Wg6Q<_jvGo^Uq!s@qT}Iz(|F7XS-elR1)Rh6$A%Vr#S#~qQfo+ zU76^^W&Y5JWAYuxqAnIkD=bB)I#-bNf&uAYeF&uwn{iKsE53DVVl?NFoQ<^fWfhv& zcw>fWck;vZ$*LHh&S8kZ_BBno6zdu<(yN%x_3BW!Ngo%KmF>^ z8*u$My8d(AhzA(}YUkwPL*k*Jp6{3QK=jj|@MrYPP@dCAaJ#@$G_Htj-$YJsxLFzM#HgDAgO)u31GBw4j2_pyP_Tk@^Rvrz~PF*jX zF_H8V$F>h#k(v_E^PLWy+_ee_sayHEUH^!Zo6d3xi-e~Lh)<}Avo`X^WtBgq15ln# z?f-B{|2gWVy319+704(;{1s?s=($;U_}P5WzE#$>;4Ldn6W?+S)%c92KtQWafL;xN z_au(Km<7HPP9gID?2RV|Jdj3lV8Qz$IYSigH26f4qvwYtQ5UUlL)LIf%H?NX(}{*m zD-)Q zF@5%@q1Fb*RFp9Qo1`s?t~AK1QTy>EsLbYzb=vm+>8tngLzzh#&CGF%7yr8Q_(s+* z)C$je%H49De;c$I836enun1~EirE{>zScD(K+eqDdhAEy02EZk@UbyRNv!|B_F3?M zy-mwVSJ&9YI`BaT4iQ1U2EqRi5YwJ6ebi-NtbAvV(W&#gR!Pwd-@}^0>6|e}cnB_t zjNZ9fu8U4Fz|o~<;Suj~x8tRz%;`P3eNizpZRp`1H<;^}qx#(W<_=F& z=1B^Q&Y>$9-R9PR8Wsf(J_+_c8*9R;2+n%9uJS2(QSg)%qJVryF&6XjeDOeqLnL_4 znRF!D+Np`b(qp4q^bfL ztB#wmLx$^Rm`nHL-GFd{frtl`gJy=n)dau#lc#*^l>Q_43Uxi;id-s#N3pATl zY1`hpVbQ?YPzZokyM-r22rOm5Z;d#Rw1)H_65sDHgIyLO-z{Je_@&ry{f+QW7H9LOPa$bQ)mKOrQs3)0Tw2`oGCH7JbW4P8KB<$14 z6|ju+2cm|Q?5adOiJ~}m6}z8 ztP2geQ{$qfV=^}wVPB5?3%1GhQ#6)tC=876>+i()OAq@IgSWDC4ydgPc9m6dSaQFE zR-j;eGf-|IN+>XxsOW1bRKUfxEbVs|#{A z!ehmGD%O6^8M+eSc&c$NIZfpFQvuCa6>Te0{rfwC>rt{#W0v`WKo z8RtbXwA-IdZhHl`df0*(KDun$m$4)CN+DgDG6K4$Nd*;hcG%spkDb?WD+}f4;06B* z^u-BacO9OqAtQu+M4_pMjxf&Z&L}F<5+kv^#gYU|5P>Zi=`qtj%bmu&{f)pmlM6(h zRtrAhSuK`7behF(F_ixC$rA_=soy}dTSKxV&YXV`njGIhr!WgraS!0_dv;CFpB8un z3CmRgBP4I#jS2a`O+F=%;YA9p{~EC<$VIV^$}KVM;Tmhb4HZiG_7h|l1`Z~HWLw4# z!OlfUNYE#tuNxY;d7j|00Dcj|t2f6`*m<Vwy%d?aD z!s|8u6!4(j25@tfQ-*X7h-SJK%Owmzd{z^HwvtkxT~`2-6RsvgO7d1S0fZ1^0uJ^~ zX^~SenVM)Y&B`;io9jZ&Udp%3{A%Kl<5xj)KlQ$JL|$gG-NK|kUJ+Y;x%}!Wzogvw z&E2Rgc!MC8^!#!LsM|l({7hReXjHW#=e9a@A0Q4IEEJOGRuy=JJ|qB#&zS~<-IjBm zoc7V$bT=574dIC>o@P5~IvZ_BR{EWIhQS17+8HF=9w&h$yWL{vF+aK>CPWQg%r7JJ zlAf4lk*)4!@ZV&b=A~(P-;jV^3z3`d4vk;cg(x=?n|u$2veD4iJ%VtI)3HB#h#fGN z#B;iipw;VNHVruP`b+#1vU`i~-q4=HDrjn{vS)pEp@lN?FJ+U=sc1$1fX^2usY4XX zw7r6T*1Pz=9$xgPv%I|hsMkB$wAz#9jw_LN2|rct$Od|uUppf@s~Lk_;=M%jC%$#o ztMO1a`b7O$SnBz980@UPNeINi73eO9mnu`4nsk=-p+Y(;TiME8JeN&e z9<*#tyrsM~MNX~9wl}zf0|?lEPe)kA;&l!X?Km{?GkX3ooC*t5rU%+oX@iJzLr#a{ zl5BrrxnX&V4Cdwc8wnZ4S@8tgx=ZURC$%F2psoyo4vpOKdeFN2AQMGSFw&r1F<}XR z8Pq?N|HcA0@S_`0n{KOc^G9oB+RK~z!ttC2-QG3dY-brL^yj4+JCvT-mJ{Uwrgjn* z3^X-{KaCvL8s^&m_Ng;B{^~}5_?64<0JIQaJKa4IAkp4a3@6(pljZ}gLu9@PQ8ec4 z9#+r2uy?*`VUjd6!h{kqJs6ib8})t8y2g^G2_!rU(2mP&l=r#fYhykT^L8hnv;+>v zA@1I3oppuMUoM^rLj)lUYTnWRU@5!7b)c`B=ML>F;7Q|bP3%N_zhK8}GQS(uwk!4JK0HQ=3*UoiR*o5HNir0FEp6MLF_sC~C-+Gb?gEv<< zt7`<`Zs0SHK{JA0NFH}wK`IE;U7X@N7JQaZubeP^ zN|sv$5YbKbmX3lYxA^)D=m$r3VUMcj+1GjuZ;kx-tb3mmFh+MImkiSuY6XVHCo#Mk zwY!*l_R1WxtaM?=oqKKyt&rty*_>`bY+aQYW_u&;Ef%cPtlLg?`RAnrSNwua10Tl) z6KCG%0GAvTfFAwmDnUR7U`armPb%Be&9%Fw- zg&!=~z#;eDYw*bDnX>)e>Hdm1$0f(AAi-1FPnTUn1XA=0FZn;r&Dei%9H6z`>`18# z?sMtO*z{SNGF`h15()-meg<@CovRSk{_$!uS7lT#S%`P)P8Ak42V^}^<7d@!%_?emnBW5X)aKIOj z(PCPKeM>x@)8@pNqv4?VvMRD*be7>E^+`ZcO%m12@hJz22`$S1KHRwxZPL88Z6uL= z6x_r(mpeW054hFKTAYoEaN4ddoF`*6k$^jOA9A&PX4#vyezOk0=hV>DMfG1nD) zI91_2i@9AD?XVF#F!y|_Z|)z$hH2Uhw{5Mu)LyXMF_q48V6piMFPgX!q zOD~X^0b~0cSsXYw#uQt|{L1}6P)P!;U}<$7bTCQ@3YoEhwT3xs#AEm{Xlq|NDOa>^EEQ4m6P!NVD-Wg402oYAp}e zjzGu!X-sEt%anEY-hUXLccCujZZ1`3mJ1tY?f+x;pt1Yj^jDwd2oB^%6vqj3QW6A3 zBW^AFK<&pJKQ*Q==^O06a)+zjl7E2KIJ_z2HEX6^hX_#&;dD1AS)!D0EuxoLU^7*0 z_V2A%dA32o(Nh?uK*}8hwbpHxR}sZ!MTBOV**y3j1<$J03O@fcO|jvJ#U&%L{i-7F=Mk-2 zl-?JcRyQs~EHC+y+&NPDMe+u)_Q@R#XShSkUZo}Umf?}&Y-zc!c&zSe;D{r`5ghMk< zMBaiFZYT=I^~^2Z*rg@o&)s|dRL5g3-AoxTKMsZEpQJml35crX{uuVx!9pm+k5u7` z$}jh9*ZhCQU5+u@3E48fkw1Mo#V zT1>5o)cgxy7jBs_b+>6VxSM^$Ds|N=NiLoWRqr6G8$t0)s~@o!3EiD+svaBu1;+#& zkNo)XMXm9Vw^2^u<45X!W0Hdm1^s3HzxACPPWYL$wU@d$E7}pS;D9rTCeN=TjC02M zS7{PhY&+2G`l#17kX4`YgXa=3(%FFxWV!TSxW+=X^FBb!)KIm6I42Ti5ka%$VPBRg98?~1~6{qsod0=VCNdk^4Iq??Y3-TOLyD-NMnh9uJQ3WPF!=XVe!!rE)bIte=2FjK_A5 zMY|EjC(*k$d+Noo-BN>;lUHD?7~RLsCTo;fn5snZr;&jH@JPfai`gdhe(Z zxTnj?wikV_#j2pT#A4<0lG-~S2uR8xcdcY%R6y&|sa0PElKp1PFRmg0h40RxD;nZ3 zDQTTX6Yw`eB?oFs;-Kxj))UoBnXH+^N`4qNbVFQY#_dJyX_ZCgzs4T5DG$QgOW;I) z+ymmK$Jp901`aZuj34?M%?G!wMwpy_dS>`-#EO1HZ5C-3%*9lUEy#9bzs15ep?&vQ zbhAAYYaTUXD5-s5ML&Qrn!pytmTd?0YVUCk(g8^EUgbkV#_kj98Q5>R@uHdR@g$w0 z^$c?1%C4WLjx|AC+u5EP4ZOfo6}(_Q*|-8PLtlB#)uKXh$-2XZ6BKHd=8*y|zou#8 zHVJKG434qKvW-wRrAK2IX4YFe4<8Z5~%H=!egqu3p3Z6v?hMDsVKKjDa^Q{)&I+yJ)BN4P= zHm>tT$o>rsj$QdFl!)GrV4Oz#t%cIP&d14I`g8RGzJ^5zj_ZI%g;63GC>Kkt(!nP za)OXKHW+=wJbB!>(D)5IL)C?NmF-qc5VmhDmCPDi&F~;6zglk_yw@QnO`IFp1g9s(e7^W?B0foas-4m9zxhe2mntJW zMM@xoKJ%@nELBzIl}cE7cbOemPypRy{s<}|p7Lg`>jh)as2u_bwM*-kVtHf-m0p+% z1xa94Gh$e9i}J05iG4qdrbHn|ROKlnd-j$Dl143O-6lE_$a5wU|Jr6%>k@ggt}1Xc zJU^o$O~qp&<=YmXRr5J?Uw4`FkvBU%3(M~NK}`Ltoj*RSq?(pGr*gNbRA=?7@2($` z9=*|}&=6!cHDgdt&!|m^Ku8ww7FOVOcJqAIgGVAqMaDOg;P{w~T(pyhhUCq=x82+B zcq|peZJVD}CH~B44m#hB&Rd0!J)I-bl)I46XuX{3?&g{EfxQx>`#y6?ndRJSpl|mH z3wv}2d?L?Rv7H}R9C}SEzS6zq^t$u>`Ot(MBRPM!`XU?k%;xj^w?|E8*OKht_A+cT z?S1PzOQ=E00A$zvR;?UG_bXeDw zkbU*qmTV}QM29-8XW%G-S16$zinipodw5sS0PqEV9tftH_Mv!smx&(?3Dp8lB z5QU+4#Xk;)QzS~K9cY4&78o(YudD_wqxdfInW%pR>^0;&4|ewvDn%FimqI!$^8lh3BdLdXlco3Usw& z(lrrc7JSO4OD#aR0=suF6$_+iL=gJ9u8_5}%VuBU1-S^WdUDM zPHvK>s%}-0<{FdUE+i%CUAs2#`In~^sL-))JNEbEO#gVbIO5(Ht%>{R#LPp;McclB zCIYpyU>lb@42vY)h?(h$w%rs7)76(N52sP0VABTTV#1xPU&Rg!uyZ%dP>v}X$SuT^ z{aF2w!2n3+uCAEnai9Nq0ptZ{-qE)_?UyVj>EFK=(SXPT1P5ceD#ei~oWBcF@hqF( zJ*_h4@>L@s%Df{F68$KLY+7lp?>g&IKz|Dy&mh6UVu^wV*RZH4h1&u&1OQoh*>5MG zyFvgzx%hnSy?U<~M(5I~MoJFO%E5h0o)CCOe0PGhY@nelZhNL0#kjFzd$_FkDz59} z$-Zaw?94kv2ffETJ;Sx>ron_1pY@^w{Ia+CWOjOeDH`aPnBxb|DfV2X3`-jwrM>|&n$@4v|o;R zD`~v~oD=wPNxLDTe{UDZd)|G}4VS(CC+Ius1}X`iw=5f5SS`){Hal91!=-LCe<$Fy zvVJ;NfA1#w_Xno$UMklS6Htww6?P=?(p)~_%7Jf_|t9Q;H08T zm+TF^aUNmsBV(Q~)n6E9bx}C~A&%c=q@s}|%c<7>dPtLfv-9Y~nZU2hxv$rr8>Hfv zcnI&G4=FUU5_qm3c$3yG(e@8&*Is0(75l!7SU-Lq_$#Ba@AH8_=|xQgSb} zTV96I)m$1}3t?Qch!9nmNMeX-yveowG{&j+;;3io;x$(D)Qh+8VePF`-Dr5@Qc^6D z5`(w=^&l6Ad&~QR+0lBu{;F!rIZru_?trVXENZ`IFn2BHQg6u&j@T=7I1Q`3e(vTzXB?n@4FhAMwG{J7M;R-d zQLld8?Fdw&=ibY*|bFJ-4%19VKF@E8uTtyw|iGxRZgmeUJ^NJ5Ux`xKla zcN~dx%^ey1Cs{YTsB~$mXsdDID?H0JT~*33Vo z$yH0J8D#N&=7q;ZLmDY_2`R}5L4jyYWI=A$UCM+#T5;Cd57BYx;X#njG9Y!j;+ zZ_V{*i?N2eb%M!yo$1-q2{zgeG)2=UOleS3GB^}qOP%V*hJj!8j|tF;)z-Ds{t$J~ zd!u>RRdg?~nk8f};W!^WrCk|LIn|S9@*jRDoGQB!e=|mC4^1}-rd6trHln+eHJn5wvzqT`@Ps5)gvi;G;Q2%XUCWA9uxWX;1 zUi5XzbI6ve_qQXG-R(&vkO&Hn(lH%$^W#~^-|T~CtIbX!H2ccxl$iV|=T0rl4UNp7 zx8B&0@&~hCjvCp)BXFuRaBKzIGdpI}j0~x+N0cmd%DW47MpJ}3I?+am^c2zxRNG%e zL+fAUY5lK;-kuDL9JO#zzeqNOqGrIoPkq%t?{`r)QbbpgpRt{E)*89g;As)4No?q7 zsPVp9sTYoH#M_Oc>P@Qa>QlLIXrUl=i}C{JNPO#?gPGZ6u>?CMi_}Ht6-cP7aZ-%; z6$kDzgVe+I^jv4kX7nr~9xY_E1KG^CyaN#QJN*pXPCrRW*E09n+3sZ52h{zOq?25t zLm~7}{7G}0+CLHRr0{7dt0w<+2iYP&zRPw?TwK6PeWZ5w^PE<3$Fb?b+Xi7-!7K`! zHG^g+AH$f$@&a2+At{%*0~5Ve178qkUOMF`{f_1D4d#k<{8G|{^9f^{z3%kiZEca| z>I>3wcf|i%r5Hp7bd_70g&EG(GxBo3bkZel9-FhRdW;A}smxil{}};V@t-bN)xW&l z3BkP_EIKnV{@n$KoabxH6Wyqn#sCL$JIg2v$Ej9}smJMi0)R!%vk7`tKwv6Q6{dUUcoTBkjyh@7lbj==}NQ zM7sPWo4T>}b7ML@>~gm+K^he*Y)TC_lloQemdJzfR;*-1-I^upSW>77=BH`iF1xnO zK7unjaXmZ29%p1nqYZ~Ui4bgc@=SrRz0#sIzecM(!sHnvTkLYrx6(`!H}0t${fXxT z+dL1z9|o_mt}-U7!~%%p{p1nb@Ka=>S&DL*nmrX4)kv4fg(R0NAQm>i5G#y{i{nRf zFdeQ35bn{rc5QgCAU-^Ni*5={@EHt$VmsjXKHPI$Qv9%OwNn&Ca|t9m2E&y2L(mVB z3sP1We<{M}vUyWA%kcHAAbnYifkATxUs3TFs~Fd1&s0P#ShTPs!G7@`0pgZ2nUCJN zp1Dg_Wba*aB*EW+5HPRfmU0#R8b}E_age>BxVE{6{17B4_fb^9lIKZg__tFfg2B%Z z5@j#vtM{vfY(nKyp;YU;*s$me5fOsOHYO+I@S zLsU(mt8MCWs-V0S)$}UAqRUc08gjpX)QrU@IOLRSHdjx$aN-jJn&dv^l`&r!Q`B*_ zkkuqjCv$yMJzS-?y$Z$LKxr{CRNeJSwX#gXG+;qfXi)W{;G+der!FhHxN5ETZJIiM zo7;*wou(+JL`PL`<^~@(=d#HLW}7!Rb3Lv*eVBSnY2@xsi5}l#BPkL&e;#fa*h8iN zh7;Px$8nNYtaaTlvna{7BuZ8yV88YOrBCZhabml1uR!!J^+M^Zh4_T_Li6%7cBZK2oDtg}elC2C zmV^CR!QOU72)00Nke%}9Cbi_VfOa1sa8r5SQiJ2GFNNbxM>TMyx|*d-x{P_;owX0W zJ@S1?25RTTD8&`x#xM&wbP>y`L{fCMw8#xl789;$Fk=9+X|#` z0V6~#kQ+>I1~>NNEcv&;MV>g{chpaVYe8zVP0QEXhKE#qk%e8r_w)f%hJ4KuH2$qxAI*Xn;kRQ@X? z>1ul1KYS{`@RlRVuF7?cBp7U30EY0o-O1#*jWR1R@cqNY(Y74}t%dd@t=&RKU3je~__(vQ5 zQo3z#{roQo{q8P#mWNZ-o-5wD8JrdEA)-~^oa8xfPG3W~wq5)dB-gcGI4I(kgT;Qe z7Lrt{Vw$Ns-?d5#kAX@Fx%qRtE6tNo(5I{lWiXgAQkICA%np*9Lai}xFcdtK@=k-#$Ggj7nADZ_HWt&Q1L=Do_)`SZ>n}HVov3fRD zt`_BP7=g<--$1I2NkNWW%&D49lxCKeYovkthpTfY6W&F}Ll^*Q3C^VKRu|TNHFhJi zn91yR)3h9}liO@j2{dG#n-)EY1BuDxB31PK=|7OQrsZzgbOP8+2Zx&U1wamY zgih1i<|H2RlC2{&2Z#SyryE3m-uT%-u4bMR9Qk`!KzL~d$ zRSy#LIgr9hq_Sn*_rm9oI|uYqao9B$mE*r=A2bD?ap&BVM>tQfu(X3%}&cz#Q|EvOO zjOOj%Y4N+9Fd%-H_I0AK^?TEJ(}aOOJoRg{h$DeMPS{lNj>5t(%p9z5p1Hc@7c_3H zsryG;n?#+oOUaQnKF&k~TfE$WijmwKo!|291syAApGK%}?HwN1rxG}GyufIJW3%wV zs#{^H1?o`YKp&P#IL{TFpvwjVt`q}uvS*aqtC5L$Vbrz&?Hf(ygXkVqDlUT0>l z%9Gc%UC$rT^8KC{~11gE{ON2w)UqH#%N-r{H_9(KQBSB60*Z_R7x4j3lMCu2hnuu`V2;+diXA>uf{leJLMC+jD zyZoF2s~Z}6EvT15x&&l|PCePU98*F7Si>SW-~4c3^ZY}$yhK)wrmq0b;hMB;x^Ls$7GV$UHb z5Xsg4g<_EM{LV*Ios6ZuA$xc%&l4_^f93up79&-OLW}0OF{(fsP`K9ARL|1SNuv*& zP~fAf2N9^Sb(Dtwj;L)tUJ3X|sqM+AFF{AryL9_$y)sH!kA403Jw5HxG*8pHB%D2?`E)6vA zIIoGa6#Xaqw0qRoD&8`r2mQ^VvVp6q_dZrVczpBr4`{S ztj+Oc`fLhVR9XMWqG|{5i_=oHmfewI?bzpjGW=irA^27`sQ2h*=)Z}kj(^Qg76%Eo zu!shkxcC1%uPCoW_()nA{9`XkZ!o7j4OEY#p!Kj;$keJx<%N`8lBsEa0TFYy@45>7 zCySd%QmAwggX_yc20@$0uLyB?Tj!tnrUFwTzaQlcgj+)ohst@J1v5>k#2rPW(^F_; z8j^Ti_@85(;k@N2V-JT?x8dxA%Fk!CzDVqn)jCriGmcg*){wDhgM($58hEY))1FDE`&gJ2!9Yap<-fqv_QzsfRoBF>!0K@Rvfg3Q1E5AU=CCdrfiqb#F{sEx@TqczP#?TwYdj&&*J6H@#!WB(~G>$EOSJ9qX``M zy|J}Sc9RF3fYzV+O~iP;$?$RGpF}A3C7EmnhZzEoLso+$hNXz=CrA$U7?r@zu-Lnz z|3@*|!DG@vD|54m%3Iw0a|)Dh25}lYgkFyc5p9BDlB)s0*77Rwy$eckq#28Na2in_18;Kcgoju_EU|Y zBax>Z41*XYkn44WSy4<`#twY-CA&A<)`^8Z*!rDb;Op0v&2HIrdt|0w>Sd4i)=m9x zs5%vO)bAg`)r`od2pIQX#=rj<&HlqKf^~KzO}&iL_A6f5Vo&b7X{_zB^qmgQMC=ta z_dIbd(W^IBgY#7KH5SKosq)|E15`vWBNg%F6}n9=V+KqgCh*PUwJ}48U)AV|hUC>> zVFPV^E^Uqjj^BuecKwyR{(E?MIR1BeWo2dg@bDo5WfzTYtd9SNh;|X!43SRZI-`#4 zrIfV5=qb?t;b=ccsD5I_dAuc(+zDBDhIQ|ON|4i86lA|(DA;QrheeWk{ShQvXqwS1 z(cvCoKG}p)@@8Lz^roMNeh%U#2=--^^`}fp85!~XzME2#jZb`>3T=4u@PwrmcKMnF zl#x}k$a_q^)0ZD%mYCAU%c;FjCb9adO zs~;Hqc2lWTN1so`OuRHB?%z}b2QiS5hWFB@t-TMmy5Vr7*QcHSiW~N=g@z!|G=@=> zMEvxQRPzt6`}g?vE_t+8Fxj!U*YLh&s7Ls-iEW!LE!OV(DXnibB|;H9f0^D) zhC+PGCKZ%OYC`j!>oo>L*3O=7dk)Qo>2s{X+=!Ke4^?^T?tGcp`-{7A{N!X_nzMYb z@GDqXKQh!=;ttq;_bh!w@ANY*Pijir@ye~c;E}uXT1%4G@OG9D`9K){!Ju2YPJmSf zckQY5ImRk>cB(a#NCh#~Kyc;@MZkClA)sZa)y@t8&3~L+C6we^&7UU~c(^!rd`;vW zubvP>`3YlmquMkg8e0FLAdN~llYX%*&JtTkYfl`t4cTpdCEX0O{v?TeSQ^X;gu-p zhj`cA);(wvj|I@vN76V<59550v|zXXJLG=`uOBoR*tSdOG0UW+UhH1%pdOMw&2!t9 zj>Y%8oWud2nJKmQhD6kbPcro)WFj0n5XY0D1aOZzG8#NOwhn`M#qrPU!d2ZtOV9(P z-s#+>GVZkqJwjj@=SMS!>5I4VE!J~AmulRd_1$CD|N1lM|Jbc&B%u`HsZh9q+qNBJ z@_<rN%`w6;EL2M&~pwT_E2MtbcdKa$$!btfHh z?RlY}b`dg6Yx6>Bn21a2$vR#>1JdJiAwLpn4v$Zld7x}I1-TqiqCTCqw#Zi`<-gc@Ki)!R<+yqbHNGtqQm?{tB_a{8o$;@ zs(f6+MYE6CV5V9=9`k0mbY#q7y*UGjiESHykR8bxX(aBf zBdcC3R|yc=bH)BIs?Iy8$*Al0bdWC6TR^0DDS|*EO(`Np#83kwg3>{HiPR`aQM&Yw z(tGc{gCM;mgeon7K!A|kyx(`w&f72=6?;fl=CuKOW^zv_DAd6KKb07|92Hbm_dMRcn0IShLK6HZY5x3cWq> zoM6C)Rkl%*M?3Q|1|k+6kTDuqN3&7U&8OL!4!>XOBjC@kb{RyHwH%+RkvS}RLwz}b zWQ61U_`q%}XqJfn)>aJ~Y;%L7Sb044Ci}k4xp+<)-*bu0187>P8Wm7u__L1wHQzi> zRL7U~=9ouI8iDMhYXg(EZND!S_w&#BLGT6C)@#TJc~NfFJ7nN_wreNTBc_$Vf6aUI z&KEoaB47WD=&4KIP+nleitc^yYOE`{q7uq@6xox8#N}9#f7#CgLwNE>xm!l9aRJ%U zEQ>kumoqCZv8ZhijXOr7>=HchlbMGkC$#tUbBXi zfnWglrkiI~B$vz+s=wZ0_L|H&4s-4DM#7Wd`~!^NRJxrbR`76-kdtb6c#kEmZb;~B zeiCDzKg1_YZ`l;0Di<{2xL2Ww%6?Ye*1KocEngBk!b*iim{5p8l0t-xAtMt!XYN4f z>5s~eE`>h%qg=^1oN8%T;$nuK18v%VH)I>vVJKOrTjmIvk*byHg&JHV3@dTDuGQoh z&tW7=D;sDM7n;5G3eoXtq|zhDD4_5{bi`*e)B1~;60^Y#Uz~DO03%ZBUni+|NxUGg zbmbfixS@Fqqc+=LRKKq1jTI8v4;1#O2$TFvdLmsJ4gT&zh3oz3+EZhQeh_UzaX;bf zbNCh6zvdVJ@EifY{kzv8TZ*(|x}X*19qX4X*=?S9{cCX?DAI^c$GRq8iSiZrI}QdY zjgSdaIGgH9P#)~U`54Hm=u_ESulKg+J8~4&d$HI$t47H9{m#6TtqPnpnwEQxb_)%2 zIgaS@dv~pWsq~M$T<&CyBnj$=-I7Vk&tPt(i|Q{=KDGS5BQi(o#M#jPcsm_{b z!vKrIpH3#|ygq{H3qMqVK;W6*8ReLJ+uTP5Q{GdD)N~fx=YsmDMg4osmJRf_Vb1Qr zt{zs$Egt5Hs;Bnrl=$*B*KKw_nRpjH6ZI+yZDw`#u&C4N=r`{UZ_|-Q=|dE;ta!#^ z(cR;AmQ`J?cjzlZoyk9NWC|vli_AGla-BUFh$_9{LxyLKCXF-C#G}9`nT5Vdu?2jI;2Z~C}2w2nZc%2hY zuFOpKSt*}ilpiEbl`N+XQV_~8_WmW%;84@$;BO%(Q% zCf$>t{LkuI;R#7=a4V8rU9x7T=B;IZX&zN7bZvDmdFMTLxvpg;IG{tOY34uB({m!$?%BZ1cohx{^k(#ckQb!Id{N&{eB~5fP zo!g8^poOHlbKIvwhN~>UfwZG8?p3=x&r;aK-07KR`g#^Q*|k>oasI0`>{42^YzZw* zN4ET8G5xPo#9OUxeBBj%`|{J$$(XHG0rD%>>V~@-&&ys4=eR{`(gul_V)98JIP7sF zv_xLad~lqpZV8Q-)Z2k?y?;!(9^D%|LTS$|T-Kc#aJKH+62S}>n$rMGxV{-Zd^jp5 zYR+A6Zrn2c%h1Yy5g^ooNtYp`xHkk>TWSn*!Qf;GxEkOP4n z$>$e1?KX;;>$K%8CFj45pIxW{NsX)Ttip+KziuE`)%Si$A#CC=yY#3a$r1ebkLa7= zL_%q9x39y_r^4`Bp^1f}^^iEK;;y_lfq2m7Iti`TPpNqNzgG0YHO(`s5hY0d#13QX z2i>0ep`o4(H=cxyImQMK@QN_J^Lk12oN!~|!NQN3T!3pHY#K&N&YfM1;SjvgM>z0{gypfGG8K%dT&G{yI)Uak{Wm0h!l zl|?-vVipU1Q`GA<^=IBf+!OqbgNHt83kpi~dQ(WoQ2oY=gOX(G3xD-V(m{FlPgFj1 zr#%NgpJESbJf+L{aG!g2fEY0ZoxREbaQcOQ-xy6+l+MY0!SC_p(bY!B9J>Px36|r) zp$XMP_2f{zaIZ9dKKo2Rk%CaZg!2<0ZV-3UWPbOE{exQbJ*`o~?{G<5-q_wml;+po z+t9o*C_aUXlMMR`nSCp4zI0|#1G6a~yg3dM$|z-wG(YKumrSDoos@|XXyq=01+gk( ztcn=uLBp!>WV6t-m?CDCcd84Wa07S=6vsFq*d(cQU~rk#xiD9?+?V{&wbvQ>UXKzp zal>+VRLlOE-t0pv#gT@A!#%&J%#XMUP6ZTpT@^6B@+o0jKfy|D!5(xWM)A&y%#{4{ z;s45KZ|~>~=Y~|h-8=`KR`H#LoL=5>Y$3XrV$_6t+D5g-D_%4+DhA9TNAjq@7%=`d zeDu>GntyBMN%R6O+U-6PtQb;~i}fU@w}iY}#fjif&r&8&9wBN%x=(Q!s)MdBat0b@ zjWk%p_mZeiNHn||4~yCWI3PHI!7v>=Ac*ZuQBe84_4(Pl6%?q10iTplUA4`;%Ul^> zNP5L&<;#6`gw!v$^CoOAYSl(!3}x-NCyY_RN5>zZ(-SV+N=lpvkBU`z0A{%1#@?83fI+GzA|X- zu7BEzy$xUctd>PnO zGCSffMkaysYQxXW3wI^$e?R=?u}jmP)?@1_9vkNCb)KJNGx^Y z@!50LRq}p2*!My)nUWR6sNA~lo_+%!ZQ`g5qdMboNn{D>gn!D9kzdhb-pkS)$%X}@ zs^~KI#mqy@ZFQxB0*#~%$;k#)@90uhju3d)Ehqw*X^dA442Qz1SoQ9dA4dtyI$=cBpEuRz1ucV0{pzny4`tHVvjfKQt zKCI{nkEO^!ccAiI?p)K5J^wcSmjeFY2g{bWt@81Z7io-Yv5^nx?wopTFqrt>EQu1k~a? ztiD58B1+)c@fpe{)Hdzk$EhJ@M50P&I-BsJ6Rv6q1)xWuh(D&h|Copl=q32^&K;3yZ%lBEG zNp8bq*;ObVz#pxsb$i+`7{Pnoeyq&yb>G$7Ib3VLDUp!VpP-($ONO&>gh<()GP)b~ zg!#*dgjx_$Rz!%G)M?D6XlCCHHf6re56$BcgZbS`hM&i;x5HOBDg#pPZ|WCWHtcT9 znY$9t`!~-uJ*A38(&@HKcs=}Q%B|p)oa7DVIP&M*phee8( z4FxV(zD`&oZJ=GWvITQI&aZv4*W?X4nhbjvOvO#RST)X}F8pzq7dC=!Jhit{IVv7b zfPTupy0WOfN*_l2Fl)Dh7PSjuBxl-QPr~?lDnU1$^J@W7=le#w^&g|Vh}`auy>FX8 zDst5cCqIH30586EHdS=N1WwmE$bVQ-@OO|IUjH_uqPULvqfR`EiLgrNlZIOJQ&0`# zg*dvrZ6J@giS@q|I-M+G524O=2rF>V`*@a1TC2NO=s52qT`;XHg($Qkn~N`d@snu{Um-jaMJ;LI$DR zi{9vlA|#azdGxtOv@bcdfj6XELP`6ZoyZFmlqy0ddL}QKd4dziVY8;fdg)MNxjB5Y z6R^`*G^)^NV}<$5&-6g=r_XW6S;av-oBYSrK=9Pb;C?&uh0+@iV4yP0JAHfbB6$l+ zB<9>qYAJ5F$Cqx~DoUHt%AlmOu+WjZPPWk&Ndtcqs`ShEGv2l@@Gj8&{RthLw-N&NFT8u!Xf zBnLQn9ZDX#>H}(=PKZdu#haMIo})tsGlngBDbk0|6{zX=^@vArQN3>;tz&|%7AWSD z0x1{S^Yflhp;}kST0^kd&w#TMp2En0N*lLh(iHZx)&rxk6}#7D+hWX{oI$8=n1**p zg#n*P>R1B;=ooor;SCtlET-F`b-9n(a9wInK>mnmd-KHI3OWJ-@@xb%1E#7d%PBu< z_pfsFPPt4J`{Qb9-BaAI2-bnKx>sjYPhxQ#F{0&XRTnwk#DgHv$cS>@n1XxcO|}rX zfL65k1%x(lpqb~O%kY;Q*{#+}ST*%-LD*+O{VUaN$mu#)FitY0$Fw$y>#ma$_R3(R za+fuoQW?w>Jcfa)WOFr5{<~6d1S=~9yypzZA69(5;elV5ai=VtRX!=Q7s2dNPY`1# z&+;Qy;RCuqVz-@mCs)obOXo(1Wnla3hR1Pzs)2$x%`ZTwH7|2;)wjjzVpi(h;9%CQ zpPRjOPOhD2$zxQjtv8lVvO+nKL!^7xw)7w;AM>f~UqynWi;029W@_%)00B zpF0{cT@4V$DuD`%Pa01*cIcBe-_*ZdQrBhgNOV7OU-R3EbRLL&qB>jO9m!#>q_QI2 zwegvpUYwwFy0Yz*lJP;nXpbW~Sk!_La(V&vd?%h zNd_VXOpGE6s{|Y@d5b_g*NB6d!|rS~M0Z4XBjsO8p*Avyv>zkyh(lU-={^F$`_;JV z9=2D7PR~a^CG&|tnozuP5*7qzhyodXas7??V6L|@z4}dV?-~tuTns+@QrRE(nl7UH zkFQt|KvGe|6Rs8i2qDVRPU%$U2@Gpj{}GoDh7_3b=-+0@FkJO@3-DGV*}H_PgtK>6JtijGIPzcTn zg93ct4*JoOqtFYVkO6xd$UE>YfLP;faEx4Mor;o+L`_$Vs1xGnJxtV z?5%B%)+v_W?zl+hISTXCb|o62w^J97Y^2+!)Tol0I0TCHbu0-<1&53PCjH&Y8%VMDOO zjrhVZw+>E9n6BiZr0ih##+vCotC0^#>Y(ez)s&qo?Ow4 z{RrN4Dl+zs6(74xk-~29K&EQ)uaUY~h9=@5;s}zZk~!HrWumAK7RxwM{Z`*j*B?eu z2sBM$Uwb%vkCAzT37GNP%Jf$r6_MG831fUeGhI!1Hbzj;wQC-s{@&sb1K$X{9e~Kb{ zK4Z?~oG;j7u-F|Caz({wJ%UcWz1OZH%mbx)z-}f|E^jB`7qxK?!uBDzuFjVBE1Olk zm(_tDme$_W)Ex59y=SW;DiLn_6A^$wREW}MJU$!(c)hERc3ZPp@&uz0PB(o!Ts!wp zi*;!_8>Z(7?o{bR4zhZbCk<)?bgHn$w$Bcvt`26*sO$@;Kgf|;?L5y@u)p57p`b4L zW8D9dV``sgVjNAsRKZoY{*15(R-Lsf-7$gEtgE0OTs0X|Ap~Z$r;B{|4^5FWxd?F- zrmP%*)mFMkc3vZjWXkmRinJuc8~73%B;+tb8u-XPadLH047|x9gzFjg znjKNuGij{rC+Tobc8ZP_()pc@j)&OE{Ly?jT#?@C&+}>%t{eV2Zif*R)b? zlL4MqMI0lDi-HpcAv7=HMz%?>UaNaNUhz^ze2rUDEz>OP`&^3F_5NX_Qvi=k!IV2UQ%*;Tx3gZ93`R zGX>Nobz5MjzK^!u#G`v15kXgj`EkR91qFc5SCxPXnmq!aN3Y*BstxK*Kbsv_hc&Kv zjA~#7kp~G%HYMFxK4=aawA<56<+Hp4moIH-q9tsn)pDq&DOT_4j3y%~~I}F*=&9=zO*B1ySJj~&(B&_Xee)@pz8-M)& zEGcq+9!h&N?~a&q>zD}X{J~kVk#H;SPus$*-4uQOFGIAGrM`(bB5wT;>k;|Rp-ww3 zgvkKu)Sk6TUUBaI6;a8~zs!&~h9MEmA0<1lDa%^njf__o2h-mR_mua%157Rj#6GXYtG#V84+UhyWoq^?(4>;`&o~}K7#zai{mM}> zUQ4ebRdA2wb4jY*5c>OISTk6zk@>Vs=;a;J({5%HPGlD(5MzY+`cI|KZNTI$Q!29x zo4MCem15q#JbnEI`tstAdo> zVD(u4Oo(mU3g0arjQpj$Qm`Q)U*Gs^V|-Y>GV~DF$SS!Ef8c+;xINm-QEAiGWd;ke zEqE5kZR7)L+Jfuy5{u6%S}njMR7K6p_ysWp(92by4b;yBQg>EbrHyCtZZ;&v7&(FO zsMg~r2+ed-ZGu217+U|7dmXM>byk7oS%iSTHmq?TmU({f zB^Z8+-RL$iFaehR>B)+|J#YSNWXtyT%T9LhEjL(%ACJdf}b-W&F=PeG~uNGyS0=)A*R5 z8mF4_RVy2@;r*KOp%o^oKt#eqXft&MuMdnZ@h9;?N?O2k@aG{7+_l-yz zn}gvCALhPig&sl{ZOSv{{lFtN_ePr!vDPH_A#Y-HbZLY#{BYC1%S8;jRrlSm6E7(3 z4RWRE+$?m(_Hw?4{mE}SqnAH7VC-fhVv5i@o2pKFZFM(dVLxyEL185dz>_VYw{y}e z6`qITOA^q!j?E&#%FP{xfc(DXm2p%^E?80X->!A1pj|JnXuNCM#5~{%1q@|ls+PLd z{lV$YuYt99jU80J#u=Vhc?aNbFO4Eh;GIm{Fhc_okL3=KSSkF;=THQ%cUd;TeXlnS z_2A@7TVz+;WOkza0=43p9AQ%6>0WWkyB1D?HdZ>6daCS602r=M z$*;{ycj?facssSkI*PDP?=B=0$rY9GYv4F)X|Ms!l9#=8U}2PGz$(^ z40-t&tQ^(D#yr6~Xzcq#gaJGf0XWWQCzsfWJ0k-9mD_2vrXn{3Ny5__t!2j2bbZBk z2YMc%y)7F+NI1%rR1WEgNG``Re#Go9%Jqhs_ z44S;kaQ1XC*Ih)+WGIn{%z^N%vg-86hrvLI#Yh!Z|Fbr|le>}!j8!oN7^1S|y@c$4 zC%t-bTrb^v^e81TTC-aBesA{tnM4_%-)&{sn`WwsEgtQE(^RQ*`O1}Hw^ai)7Nu)n z>wkfKA0|ztSN3M3xdU=E+RI)Is}qTU*a6|#i%S^4u!QSoSiJ0W?W!;s<<6^!9T%|U zd03C)7QFPVQ*-fi`IG(;J>23VKn92V>x%xj6%Z+q=yzD2`EnrMG-oDsVPsg4J!>qElR=W+RQ zryT>$0vn$5m5w$FcYhUl)gHMh-SZr1UQvn6Ax}A5n|nffk?Av4NajtJXMr#ZJHF@k z^F;K3lTd|@rKnX1Qs;1QG6Y3wFL>0UP!w&kMMPykc31EXjQh9~ZKzRON-3p}5|9bK z`?-zs`PRq0j5?!)il=u%j6eM6w-fvgf3{cT0xBl`x9ZsQ8_d@`zAm%;)pI*WbR{^$k#XjGC9?UaUsZMA2bOTIT%?wjmdviw zE?+srRo|s=Ol3*t$ihvmT=$;rtCe>H!t3!i3)QR3Borunc|7;4A?0bOxme2n%G1ER zcvRAS!58iqpHrTr6d0MG>qjZYwrt2=PsK;)x^++{Q*G))YgaCGu#?JXWlE?nV$!0* z8LxTEX#aE_oM|GaGAxN$yrgLpj~R6=TBDSr zlB%qO9)NL+{&k51V=uu-kh=CLu^X!q{;c##@-g@WhAEkyx?gx7dwtw39%-=KVBu{F zt~Ej&^y1S9R+0^V&mjsUM>1NgNTKcLbGqo4ysh(D0SYbN);Sx6cB9E1L`hU~J8jCGGS}&^wCwUq|IU5wB=qA8ny}2^B?gncO3SV~}yMLX&2q;b-9ovlN z6YnVZVjtY(g>h5+aHSmp- z1Jt~lcrF4NSn2TZzG^4@W79^>$p3Kkp@AwM@AYWdWHzha|H<8s#L2E>r98K_7w9vt zB$)mx4j#7fuG6gm!91;wkk~vKbO+x}HPrUS8?PT=6lwjcR<1w33VjlR&99nu4ZXmy zUFr!6IR;IczzQ__Zzl^1QOpzBt%bRDzJvf?r>vgJC%G+`Rv0kBj3Y|7vOP>~=MvjX z;L*6(QqLjl=GG+fM5|?NAyZ`Zr1h*m1~z8bY_Tws1Io==1H<$hTG-LLKa~nyM^)aMOAG zL;k$Hqsvq(MeM~oj$qJ|ntF*jhV*@~{N94$_BwyE1t;Jji&Ao!^c-I=*vbWmajM)+ z0w&;rLbAX4Mrpy-!am6+J{;lw<)l_w=RXKu-KESbL!f%&C}3nBH&;Sa^Rb}%vUzpl zda@vQ!Gu$rNQ{=R5qh_`w{17wQ@Fa|&+oSNwVw9o{JLt()`mQ((hbNFog+P90%fN^ z`g}s%taP9((H0{9z%TVa-K)2^g0`G%U;Glz)^9IWcmNNzj@8=(E*5uIL&y&#y*#jr z!~lsh$P8b#9S#Aj-lrIQN=Bu#Ra!0bsp(v$-tB@Bqfob@b2!Zj6m53Y@(F?G{8`T? z>BL#_wt3B0xJYeF-S8&Mxn-PwQW=Tdq0fkL*Gi3&X?ebJ3st6V+o1g^JBwUX&{}y{ zjgwTy<@w3S*IZnuY;~%L)%YDY@xhRlmaR*1LM<}UBRs*3HtFlvmpBC91m;uSfIr%8 zASBd4AwhER{*GWQv;xXX+x=t5J+R6e-u=n4n%juYacuSF%5cwpnxiZ=D?yZgZOSw18E1zHH7`~V2;nnax8 zyyhX%#DR_UVUb+kD^?Ytq$!LL(x;sf(`@Tt&&fS@o-H(4#cX5H@wMJLd~fb8&q{K& zv%K5jB4A4XbRG9;z2EDOqZxkOjr;uUk>;a(aCf#>)!MERu@p$;Bu8#!DNYXL64yI8 zZYwoc=RB0m<04rl@E{A;C$ai{a{2K$+?}e#9W;v%seyvb^K^M8z&H6`3v61V;&v1A z?JaK_V#hIXca@eL@>`F1xx4-=_XjN?X8;tpto{kDTH=H_Fjrv17oykZnrKgFUgilS zs57qDAkhMgW{(29XHdCxExoy0#^Qf*V0FMr(2c(f^1^Nr<^_7o4(5J!N@xh1q~&%i zQ^=a{=?!Lk0c4x&O5NAGf!}_t?~ePml<$AZ3A8wlivyS~@1ZhRh#l41af##1zzl@-n=+2~ zxn<>l9`_rB0W-S4DiJFV3PHpsS9H+v#ruHZI)qE*{aGq#aN9O!knW$c0!wZaHu%xt z7Z2Q`^shGAccu|?5`RV2lY4q}UZVtye)Q;$Zwr@I&zW$TQ&Nd;O(y(j5Pm-X{|&-@ zeoFg42aCQ^sk848t(GMyYaieE#eGEUYdtPpBb5i07hy&+^f9(kND?Z?M^Q;hRG`1N zFMTK-om0B@wat0xED2Whq>@i_TJ};>)NJcF(ruoH1kjM*C~pq%3P{xcmjw`r4iWPA zUi4#Wd;afUL=EI*R>^Gah!`5`+Nq}*m}wp`PV1u7CRAB7GUDOJKnD%D+Ik)S`o{aP zPcO9bD`TS1&s-SU@5wi%bKg}p<@Bp|Y=8$KI;|DEolG0v*2iMngWb@7`5Ws->@k5N z;Vcdv){J3<%K4@kxi^ehqzzLWEprFhJGbaD8151lw%Oq2yxicq-}P7Nw3bwO$|wgi zT|24BvG7C7vce4`_pCt_l{QS76)zW8? z2}p0l`v9vM1h8v6IOC|>;o>P8)djA;DmyKGRW*LDav28$cvZIjEvHtrDj70ooXcCn z6WeKw(OEZ{{H0yjWK zUDlxnA1&nEm2Ic3aA^5bAA=%M2~s!~l8_skdp$)vACzM0lY9}!EyErx17Mz~_*hs? zu<{0v9O8SUT5-O-&?=f!(>phB4isP_}DGsG_j-E>?31tqcdoE7y z{xigH3UU1sQ5HpcikU>a8|bLXAIH*T_sbiBi3*m5lk0(J$?z7pQih8LML1J2l((Hz=uwSgjC=<|F-iuxM?;giGAsu z%OaKHYv9Of56JR?uXp+>{24*dMz5lupG0Gxd=TpZWu@X(8{ImpM1Vxnb3@5{iKK!8 zm~uGr?~BA(fn}Xrk(@+>0Me>B`z=iy?!~|}s+Lg%8e$V6?^2xU!@#0EW0Q3AdnyG1 zd@EJTl68B%!M#oloTw)nze`m3rU=&G!xj~-r{qH&RRfkHvOEs_zSZF*X)e+>hKM#z}mV2ADwx3PR) zF)?@HuMjY?^pX?Gz!mMXz66R^ELb%iXi)7Crq)jRU1U%4086*Rcz5T_p_W%ogC~=8 zL2ZqI7Mv<#G6da+)Nk@W%x!y`Gii3jK7AGEBJvn{

i890*eXFBZyzg>#;=t3SZi`|HyN~Pb4x`lLIBLGhawFhz%$CrZ+pp|g`%ZyD z;G+oEORRZ;8M!Ox-Dd^;SiHW1)R@a#!_9d{Z%#h5D#0dKv#CKf;QAlaYw81;AY7x> zTBW#}rgRjHtb#^22yJioS%rAY05=$ei(4^Q288h|NIJF3Z9iY}Sr5Fa2O9#>^cCcy z>b^vmwN`QD)fJB~7V<+PDvvU~KN9Z_Dv-3OvQpde^49^j_tsL2x6HJH+smMHh!#R* z;#On#Gbs@>JMkL%6WZ2PEOFtY>*fLN=?=U5vQ#!S>?*@{tDF2d<+LE>O8F~O4dR)2 zuq+&ro-rv7wfXcI(iO{e1hy8q9gH4jfj{dB#giKvN!Z!YKD)WFFGih~H{MkigWy&| zTblhxR?s!bMb662Q9HmzEtchKT?p&`DDHIUMZOB6I5kR}!Ku~qb=j-drov<^O2@d@ zb`==6f8;~IdTadz=W*Y$QoE9g2hRYcq@Y!sT)mI?jA2cj0{U4*prKL<=#fAx$q^@e z3swXQA!qN4Qh!TuCG^6_^zGnIRNyS#S15kKGmut18Y^tlCNQViYTJIfPuuB@hmi9E z13`Z+q1D<>_j-um`A}zz4sv=jR$;NZg^wo{SwSvDbJD#luUSlL6SSBIg zU-`sB%Kh{$@tK3FRtmuefaUYvRIHY8*P6&rE5^0UH=<_yCZoCGV*C-%>|j(ag`(L zxkmP%&|F0Lkzrgz`1eiiGx@wwTj>&l8eO}1k?y(kvovbxJs^e6&sL2cJ}8hZqmIg^D9f>b9z1YaeV`W8+{<=Ne^+j znRtrG9itTX+tmt#E>Wn9=oaE367jdN8cWybn{c8Ql7p)IS(RrBllTCh@SCTuilt@| z04p5xykC?fD3!Thaw@_3z_%QNGD;>4^Q!)06;5e$;VT#-z?|96cm2f{$!cw#+0bP7GUT(7o@wJNY9MD_r;Fe z@ns`(W^PW?w2+V!E*oaIhc(#7kJq~+)xskL)sFCCI3)qwi#r7pbE4g-ougXX?TQVfxxGp2vunZpj1^>@#ay9^S%K-h}z8hoB%?0$nSoiLJTFsh0pryV^>SN<>!Xfkun-F&&?a*_R4I?ulHH!=m zrQ@n|!w)V5;Mo07-qpd1fqQu%ZTHFMHNCWluL7f9-dUKsog~7Gms4+ufjM%_&t1d6 zQrfTKG7)E)fXf5)ORVJQLKTY-1n&6kl9u()o#x;sy^Kv-*cLv%4!Cdn=p6v`=~{}Mghmu-u5WIrK z$_?42SP8U^?9*+nSBMX=f2A=oy?T9e{SvEekcx=ps2qF-lOWoso9DicCUwsW?9aAZf9<`pM|Z-Fh?T^}aLaC=HrR@@ zMdm@w+ZHiicdtBe2kS|~pjoHQcKr8Erwhr>FzwCFlW1c%18e~vd z^$VlX6t0s_^lwBIN>n(E{NYofo}+BExmhHp^VJmA-VIZ%9?{HHhtb}9L_B$7#}T-n z{)v9hpQ@)Nd3o{uT}@Dn-0dCF7CLLvaq-p~{;;fvzeE9auBxjK?%a)+9>B%3PY zah>kFdY;vN=epA>a0a9on88!&I-Xa3id5Fy1jZ}n}+uY z7>T)TXZlz%AVK?o7Mkg#f?Y%O$2&3S-r!WV>9_;X2FZzf4x`-^7S-izukJS7?2pEcE9{f1N!9EfZnByWyA*D`1 z6ngJ)`4G{h-JnheIVIaQ-xnYwZg=EeMIPvfFi~&8!!BA;68dGBz zr?`8wY`Z&&Ko~iEitD;+d-TUeHg@bM>mK!JAdQHmp3HWGrCG)_C6gQ!y($JPN7FMovPQ z*Li{;C}2MKR?B(u3rm7*Fw?j_AGbxd{?GN`I!trSpBv}MV+-)fA*rL>WS1zfWXtaT z>Yi(M6ZB)80dMdCTe0ntsWGE-*)cx)(|fgll{P92N{-rAb+@!WeCJmiR8Z{ULOhm6 zjj`@J>;p1}7I|T_0*-`NRXQ)PT-IICIeCkOtTc-jK=`Qxsc;_x43(BpuUQHWyCQ?+W`~_Nw8d$^jHrMea9DX6uY#CEu4!6Q_{%+KCR5--J~< zZmJz~fBa%7@jNDEjGUSke$*a!=^%~c(FJaDxob$%j$-_ta2(gpR|O2uQ$1~(e*eA$ z&jS4{8o90fHpVh)Jn9olf1nmG$K#_Id7PMRDR(yUNb=X|DQ~O|UW)Q9?Cmi8WUz|E zy5GBtoxSRYam1t@i}yz+HWAvGE@!7$ac{eHqy2Vyh3={cMAygkF6DKuRA%6sgX8N- zMZa`kMl&Y?tY6dayfy7~@R5@s`G!jQFa>QfY~>^uSP!79cqV*6#sXHJtyHP_N#-Tm zvu5Ge9igCgH)_cU2UAw*J3m-^Ii)MnOoCabqmjtNT-&dp-H$34NWG|5ECVT`O)fe= zU^(Rc6FJ+w^);7$Cwjg;<9sEItDhUFxT}owi-SOKy{d!ku8xW4i8G)Qp^mcL@7@y+ zE=4S8o|8=+z@?_Ub|eScR||$hhMsoNA;PfLgPfwsZ1S!Vn{I(@OtT4>EWIOL8R-GK zIP{wf&+eNSlYv!-YqjG0}<(LAGXQ8fIGYDnZa?wPnFJaj;_5wG0*|{^Z?mwpP z3U6*zg15Xm%(=Au+!>*X#YYJU_9u6>OHt2vYTuhMr+A00c1%a8x;roHUUFuLIv7sc ze_{dOQ(j*qwh){YcUL6pSiOMpUn}~)GvaZuCn&(JoDWy`DF@GPw$$WWU(Nq^XlEy< z)catukv%l?ud^Yzp-tB6-hI2A6UjJey1etfFPj?w*V*zUxho^FYs_2$xt0G9{bI>7 z;k8=gcOw%w-Z08;32>RGu=|1gpsjoG*W&J;Fe+%|ugAUwGneZ~9u{=HrEhLTctw;i zXG8VOn^4KPXk=GzvfFA`uc?C~f(7zNb1&dK2AYZqyZM(e>HcY10cFaXtfYI>`%$g> z#|NFyMl}xiA9kQmsV@JdK!%w|3gM@{zeS+TRp>7Hr*eM$8p6U`B=!%7qDSmS*h_L4 zA>A_Zo$_7ANJIQnro)}TDm-w_^u-%TqUbdjBGK5bWJmrE9>>3uyt2dn%|cEgU{>=) zX(EwI9Ld*|$(#cW;s&sShZiD}tr`lOEKc|g&CUAE@W`nnPjEZlFV2lkVEN`)NOZi24YM*gfRdGKWHX0mZT>U->YdGljN{f*e}d&Wsj7MhWo zug*Io73mwkZl=)x*tFqIClRo=NJKY*D# zRR?nMVei#8s=4E_Kse)sy-JGc^ZbR&-ax6eAQ3WOJvokF zbBq<&~rC0e2j^cYK1!G8Js@2mWr1U7nO% zPrmn`k2OAgGAK9r09-t|Tqg{Smt?$gxXGzviS%ALEz*`GGulV`5{LE5$T7WKx=rgN`vM!20v_*W9!?IV_EI zU69ca+*4frkp~R=9>XDH67_K8f1PCidF;Yz5!G5Fl-c!kk`wnv#N-!1OUTMqSfQ+M zT8`07Bp$U+r_nUa6SwTrt{3>Ph*~6>nn_4prW6xoKEkwA7ok2XYLM2+qJzmC-p}6B zzmrIwsArBYW`kmH#sEZC?;04&Qz85A__(t1xL*c-DV$ylzxo~C7A062YVyq+TT{0SkykoVl3a=6<1X* z%g{^sVYY52siTO-ka*8)@-fH{Y~vR0_h7Pe7&h>U`0HEGk)pUSw@?Vdl}{H~GqFs_sRL?d_SghjL4=8SIu0+g+~ z=on2E3;ExrC>WB~h#xTm0|`cmr|ag6i5oJ0e(ajJRfTX;=7#rA({VU`?yby0|6M~q zQAG8#@N=nmgLVDe8U(FJ(;^+7Vv>v<|Lu*fkMfQ}$bbJGbYg6gKTLH z&3DSK8t8x$_91@VxaobMEg+QvrCVmeL6PkhflwUF!Y7}ce61M!PX?_+Nvo1#gI{f~?!uGUZg8_N38SAFObk_DBb-e`Sum}wLy>{6^zVj!ISD&h!LVG; z@1l};qk;h)PTTC#K>e6H4FY?dmtlgjx_St`e8vV;v7XOtofm=Px|6Nn+q#F(5oO! zlGlt#yf0_6!Fuz5*n7*cIJ$1{GeD5w?h+CR1Pvira0nql@Zjzc+?~cDxJ!@@!9s9% z8h2#pZvu!FQ^hwBjE)ig&G`BM=}jm9FWrPlJa=3yQhd(0Rrb$9!x4lme{2buI+JE_a`6j^H&1oT zU&fXS6T6~EzLYK#?8jYF!_v+Xux%LlYH#s1k7r~yJcC{0Bb8JikL4h|7S2O{ejD8w zyyE6ld<%Q0PVH-VC$NJ}s2={&Ifm-|A^k)=Cd?1nr^mPo3b35We5P2a4c3D9>!X*LF975gmbVmx8{Faguky{Y~rsc|*fz?7q)- z3W2se;BD{#a321*KqHa%jSHN39DmRVl;IRiyCJmXkzyNo2o5(iB5v$+W@`Q!RmNyPfVfOtsX1y9i~YEP|-77zm0|C$)Npwg4f zEgg~%#QJ{?0Kf|Pv?`LS4Z3-y@DvW`&J|ziZaz0PH~+`zp-t-K&=aJHR~8XWT>CA} zP|%mV?c!)x;*zUK(}MM00?VH50x+F7xmQ82S?0fVDZS*YeXm#~nIZp-GU)5qzk?F| z*VK`n~X_xjg$SdSflgT@1HVtr^v!Mhr4AI zvG11pZBjHT*wE`GWL^{Nri4A0eC+42`6f}2BL(|&P?R}S9V?D(FxD+_-!tbO0@Yuc z+dl`(rM$>3)}@mE<8l6YNKGA+0iy`;3P!oGzmLmjZ5ySf6|jd|sgiRsl_Wszv)|j) z!bhf(+`>*dhP%U<$j+N%r&;aOKsvff6@h0J@{>pCf6IC5-Tt~B3= zu&q+n|Jw#KIPAi@PQdP6jB+zp%Ka2!uKCyEYVNN^cJ4lFp?Q(UkL^%;@<6iielfV&oc$}}w!>p%Hs+xctq z-z&fda*2^BCa~S)kw7R*=8nx_bkWQB>1;pb*!{y?k)j@Z?|(nmfn(w9n(nRnev4X| z0Gp!+y>rqpTug{EWC<;rBJN-%%u9K8af4IK0ZNp3EtoL4soX&Uyu-04F8PBW3fro{ z&?B}%ycD&qziW{n4@dm-qKm(4L=0{VLyyWgn$TwjwI6usQcq=qunI}N5knWsxuA{m z)Fs*vTUUU!9w2$)*x(cwKZN`5qb79X40N1bp87FGa(5XIs&X5K#ntaIZ7CF$2VN&r za}lUDzff)a3S(aDPN&swM16l*w5BV8ZXY=HjHfkbwl4n2kpoqtM5F@vHBEP|?!zco zKHrfUj3)Y#3R^sT6L~@*xgaNT?TED^Y#!17>`}__CUyn7c?r5wbnhWhs8|D}8tYNv zc~h`0iq7Yt>HjJAe;VQcx+lD7vCrb?$@xzQ#9tdrh!aIsaIWWY=csYjp^nq6KjwYF zymp$%pM-=r;tV)nN+P^FH;v3B%L9^ROG`#VcILL8sLNR)bP$vlL)tx^gPWC1$-jkp zRzZY`9~tfwabCZ6jlmqN92&VG2xUAUyr`t(MR4WYJxw=P8on{oLH*B>B^0}}t6Vq9 z57j34YLuJ~h7g7iJ{JdFTu>;_R?QBQk8f+dSNi8zcU11l=)Yz&_0{a2DM6iE8-dXp zp&i+$9C06Yqf3ISF{D8ne#y*znwJRCj-U2U;jr#*@I zuQ8AJA7j3#eP>%%0=&a5U5&x^hjeOQ{kIX=?BY2sN}&K2ivL##ZYCsM+N(7^RQ{t` zA?t=zI2+^x4N4*Ze_YfRyWrj`Na#0IyPn&fhhxb~?BPlMtGG1aF?vv+py~&+R23o^ zZ5G2i7HhpE)}Lv(#o#7%gfSjsn$22JE&n6ZKW;4E>2b>Mr;jgf5U;n+cDEA-jChnt zr?i$+88Ks0I@Yv=Qpjr4?=q55MJ#Q5|)i^NJE2uL^VOqkI>>NPlFCR>)HnrU! zhgbVtjm%+K6r?i}YkS+iFdfqRPFSqk$M;xrhg<5?&`gXfnKKhsFoD92)0~S z^{3~zBbx-okTx5^M1#j_FdL8+43Hf!Pj67rjombn={B#e)3H5u(*R&)*M!r-pilVQwQ3r98sc}4YO@4B# zKnG%rSOUe=eO)&ptbK*}R76ctPnxh}!y&}CfWgyvntr!WGOATxu=iW4U%lv~$7&WCvWi@*kzO|=Fl0K3LEEvKZ|Ai0H*-Ts-HBmcoH ztJo<~O9EKg|NfPCX`nQaio-#MN!jyv|A$NTAo0?(bh7cc=dRiR_>crX7#DG74|H}n z^Jkzd43_o%O50%jN$$b|l#U!Ar>abj2cO6HqE0nm_<~PbJdSkr zeWiGvA1YgR*gTK;=H#0r==}!k^qC=%3O0SpPmQtx5!O< zFTpRyPIN{pw>1~PmrNJ609tcBcno4o<$%lhI8ON3N%8BO%o2ni;;ekYsbYJUu&79- z8>Br`&*oX09j7sC`OEZ~GfJSf<_Yo%Nq=iJ?AjRs3BAVG_Q!GOa|S3l4T~V;L$nXd z7(OVmOO>*c)emt;(NwW$_uNcCbIG_+2IJ%aN5$hUTk}~s&C*xf3aaS2N38s%56b=0 zWmRjHKXhYuG6YY>FW01(Z7U%=zZ)I7&5}t;gl3(g(7Dm213b-r-VX4kXw*l~3uA{h zS`$2Byg5`{I7kT!4j~YmZ$G=Isj!E699K3$Y4BWakf7Uj%tjzIt%c~M6fL zvs9RFsQc*?wY_*aQh~dDD^4)@LPB)sYxFVzJ9KKRsDxa%*iKubdjdtKzf~V8Cs$|d z-m<%d{2EiS;cV0$MW!J=NmyFAvK+ZS-W)W5g#ljNXPQ&qV`O$3Xa_9TVvEV}${RjL zb`TGqzAzfdTmb<`8N@^Xd;SAMvD0iZjnBrvIa1wbVrzT=M(PFmGs~{oPAyM`N^Yr+ z3boj;DH-Ar5yUD;e5kzRo|=&Do?s!@<2O}>R(vjMsaKiEF8>__gLxQ;q+nDOfmih` zGbr6l+d0r0xfm=kujVrpYsP1hb}o?{?y9MnYi6!k(Qdm`!tr zzKX{*!#VaMM|IN%P{XElLU`&8B$zdUG1+_O0;--M38im$%Goy%j{(}h$BWGLb=1_U zAk21t+2x@8cywAB(>teivqE_J{-B~b_A4V&n|U8*w2Vv^q9Hwg6(>u0{8&9S>0npmx319^EGK*Xn-WLfDbHDkku5pg8s7pC_9lxooqkay{35p!;Zu}!|MFH~7G#mx z>&l4Cla3H#`+E21kLzTgLuLET*S)hF*FT^(Mz6ff`wycG-*;AE;vOveNJmTX;Mq>`pTOC|>Jna=%oG&7yTc$| ziVZ!aOKB^h3R;j0=%sd-qu_K&&E$s;@~<88@DjLBnV)89L$d4`Jc(W zX&)Co?R*Hk%Kuvy^S{eV?=K>kX}{aaQjt2wwvf*ezMnT+0wSQ&+tf3k5&7-EWX;a& zWm;!WzjSRaLFHC^ERkt#cg|hZ?R{$8C4z2oc3z%#(@a)Zq>ZX}#w+;i4Cn`~nihri zz-wOGs~&0Eu{;=gK3pvscrFR`AZ+ET~wJvo@g4 zddsn&2ogDr6NGOf8$K!(3GdW^S;zw-J__hbE||=xs|@XC3=Fpxp$=V zT)E=?S0WwNS*u*<@WK0W;Sx>1$Z|*jBf7DXss3sDiuLljVV28DpG27AH`)GX= zxmBigdkrf-wk5V8)?26$>`1h&8|4e#nZ`NQ3??dv^Wk;VFB%q(S3KzdM1) zxiO;Mw3E!)KB0!^C0bf()^^?B&Jp-yZ@OscxS(XZxCL)+bprIEUeE)OyG7RsoFGcC?=LYZi7n81%;)`n#-LDGWEoiJbUc$Ue53rV zoGoY?JM$++w1Nh?IG%;G?X5(b{BSQBT$HXsrss3Aylv8t?#v_OD*H1^Sk}%|i^E3f ziGJ~T&N3M3m&}YyMs<(nvj$|ccyL3`qZYBSr(`JfI6N4W3hTo@$vB|PM*>Ok&$Ul5 z@M)PeN8UMSA@6DIRC>S+m@Uy^waK>IWaHII-`&Z6P@T=;6v^;e3gJ+EB$aoCT^}7_ z{V~oJ_H%#_{Jc~{MrFM zsKq6!PlC_=Sva%j@;Aok@_;fWabQu0j(=+-kF{d{{uOGXR*_ zU$*SVpzh4sVN819-1~1k`$h=viF*r?_gVmJcHyE7O4u7qIh@6P5&cBH zAY$FFtWm7@PtVz2iE|>mLNHsz{9$sg^dQ_C{Y32B;4CTXQFA>$pvR*I*Sv)f@wNGWZwA(K(Z&kWFH#m6Qkt6J;CtKKuQeVxw3>1qa%T%MoaZ0ZaHcy$+f{0uUi8Ip ziBFXI{&BHE8=XwmDkdzhV@JS0AgXg8pN@h=0DMHhlGI(srz#PgB(w z5rXL*#+xb+YR|#8>hLP$o1enAEvu`qF086j8>f2!PoFzRA~DUxoU$CN(feiFg&!_? zzndyCmsHCqSF`bC8D}m4pvfxYMNxAtRjm;t{m+r^E;+1K=@ITVoaI&hX^?LJJQbS9 z7KE~utmS$aPs?6Sq+->NTf-}Xj9RmS0Q3W>{nAWVjq=@R+R{=K4xp+|{qXvfevXo= ze%-8COi8)LMux_lp0N;C-dT$IsfnC-H^-s|B$0*SJ3(Wcl!(7n0y710_ur&gzD)!J zKIA7dFqJp885w+Tl@~^SFLy@}6y{o)D_Srf@BnLF_AKmf#`^s^HZ#AfA28x^NXMNd zgA#NF+0k7&M&ITOioG3o#BE^PCKEgawDm#{r1i^WBfgXmYq0!cF}AkXKncjgz)K z=T3yX8wx=-G|E88?rrW@QI2(AtmPZ+Dw?e0hSkpgtad4l{rkP9jF5AN{^*(r-x1kz zV5WLBi-ciy9ea7SD}`Oua4x$-MH#^Ky2<^zdiHjIi4BYB}xa7?)#)~y!CK{ zi^OOVXvn@Bt%9Ran_{VnOxPZ2#YO&b)(KKa{FXXCwh_pKAHH z24yMY%6C>_wT7$zZO7}KPCeP(yq_m}Veq98g$Y6I{)F*yF17+nwe>xqqrUuWNPW3x zgmX8|s3VmYUt{Nkc-pkn2kP|ju`B_!F%b)5Ipsix_iS(eAgk|!aRhbA6|>&X;DrMQ zN64BKN?BzqLf3IUrje$kRBqZdEdS`8JrJ|u&Jb{$M?3s<`71fhUtGH-|vOy`NsApOR|BM9VV8uz zf~tk-%uX%-*w%ai?9WRP3rz(eo)10RcrzC5id$ zmPo@27ONSbC@Y>$G!uwXZgzwgZka}NzewAQ=I&^+q$ro=)7V@k@uDZ`$O?41I?gbQ zb5|A>daMG#(2XiLDe$@=mSbPF#(7uQoT}piVw}I|wQXbXhC*kmJo}f0$a$Y0q)qkt zah$&P)^s_R{$S`hIkN<``eIU+p-EZg2JRFq)yzR%CgB+NdMAb#n&9HO;*F{QS*6*C zW)Mj;uE*f_2N5D?T&1VT=I(+ zKmlypnby8(9fMLl;pewNByr0q4j6PswX;n2%BT+i zf<%`pixkB~l&VG_FCcCKnd7-Ybr$K+|nWN;zm#}J&bB1NHD?G9@S@G`t=BKyW5;U&1lFFXw_{`4cN z#R$*H@2`>=htiqiyR^q!_dAQ#&p^nfjh?3QFJZj7U$Q)ovBECK(>-BXI$X|!eTjYYH4&2-`@`aFwo^(5Zt^^WbmEITV zQg>1aj=>(G=J&T-)5=RJFSV07Tgyfn6nD;`o{L3n8LmUHCd}pz>-gFyX@>IK>Zj{h z=~uMB8^_;5-t)OTw7bu`3M_d&Hy)Mt@_1up9Q1YH$p1>CDS1K9+Us^d0CuD$O;QMi z%NsrBrh7-^P)z)?+G~<4zQ%hLTu-QgHVDUgS?m(07VPw|Y*fB3%zbTY3BUy>zAMGh zJ($26M{KSm^3pz+TZkP}{U#8(b31~)tJBPu$^W04J8KZmARRTqMNB3mCk?G#hVN&p zx+2NweOgqilNlY9x*_#z$%1c+x&78UVkz7(I?z5wkO31u9?x)8GFEsAO;e;;?~a6Qb@#5XV&Y(%RP=$)RhvGH=4&M z5b>Qj>R_>lDl)ig-ixdkKa!31eXsVJS@P8x_vT*6Ag|W)#`sSTG4Lt>C?Pf(mRFI8 zSMs$O3~7Dq5^jAH)#?Mc!_S3+kbunRjuN2OdCNi@jDWcegP@`};bfZh8s;#;PdtVaV!$_3eq8qheH^@~YfqCGF z{(f<_0QvlV8~1QNWa*mXhA+ioBH;;0{(Q-Gyo>K3t)sW*93%J*o%jA+vcXX_TI#QR z^}E`p;u+#9Cwf$dagk9xIQQNvw0y?I-m~j&SD3z+2_L z=0`p1P9;2+TdbZt&ASo{B5IUAr7=E@cpR^lMUUR7()#A*OITwQ;L-Xq>+^g=x|Q&J z{>AFaU&b#ROaBrs*Z+EP?OWZn$^fX%{dP|`YX93<^ z5?7Y}@i^pVCg0wg;%5peAAJEU+bo5=?WC6P+C03?ZeA2q$#Ynr- zvzuhz5JCtd2QlnB+Yo@;Dt7U6DQ8I2!E$TDO9C;!!^r_b#&?J|gr3{phLXtHJKEn( z82caZrk|}22QL0m#~$1ROBWzdV!gDY4sI9m=MpXkU7=#JzT(<~NC0-aezK^gHY%Ro z_=kRrXH<_CxwSrE*A8w}5@ZZ`RSTaf94P{@92AH>RL`aAfv%+MZ9yb%n8uM>2F>s$ zWYlPWeYbutkMg$}_t5cjYvU-+s5(Gj-u0{sjI`Z@wz~3Hu%o|o9Np!-O!xM zDCBaW%+*H&X#@iu8eo3Y=$l-L;A~*}F8Aw4Ahp6_6q)4Ld7kSiQeie@bhGDatn=TW zc|4YR9E{#o5sBxEa`;_}L%Zsx9|m#su!0^o--yX4G4QpX9*-Z79%tv&w(e#xEG$^% zdI+D?l-42ZrpHffenrdrEm!3opR-r=qV_%HGg|SB1CN^->?|OahwW@7wqkWJ&4Td(619ES6 zp*b=PQq2&0{qC4xZWp|hHgqj&y*gqcPw_h8{wbbwxFdi&|{8{Zv-NwA?u?F-Ye0&xZ|*0hl7SNNi?LCp2Q;bi*K5gBG_$gI8Na zVYK56hd8r^{nAb)>oCl(l((S!z2ajI+BgB1-dCB)1@G6$4g7d$pZO#$TFm7v|8Baj z{8qLqqHU!vv1p>SwGqLf3P{8LM*1+U4$!%+1%2gwO&1Xc%qhq5=;!I7=^Y?A$_a-o z?Fya0qmeRnUpuka5TPu3S0Jo0U`z>m=eoXm+C$JoDe^R~%NNk*qjQ=FsxB}4buB&% zqsFJKKi|D=J**ko79$4jE_*hMm)F&hZox}k%na7MMYK1yxRy5(RPEu3z0+TbvE}tg zAu{grDqAUe*x2Ughz>nf&EH7${`eeF58e}j7bD^~NM!rjYJm+2ek|>O1vLf`6KD7{ zj60Q>NY~Fbp;lIoP-Dit;EQt%_Y>eSjHVAgFK{g$zx~!}TM*Dhnu_!5#?gN{Am=)| z8E##CuFNr_GH2hoa;&N6ud((}+%Hg7W;552lLh4QS*z#$X(zj#S&MhKm6ZwH=9c+Z z#)Mo^`S6>daiSXiFA7X|ggTmN?%6@S10s%vSXo{_($}gN20#Y?3t&mz$axQ3` z6Z?Rfn>>DZ{Vhy-kJxC0wPqq975Q658=rB8SVd{OGr%6f<1F4ldVwCo?H4 z$g~YBWNYA}IK`T7yjn8sLQ!D(&=GT@Qi8GVir;X(4Jrm}T0Ci5o{UmQ?Nez%#*3Us z)?#k)F(Jzv_5*pYsM))~=_T-B?(NlG!I+YelF=U#-Bg%6?ni7l7lCN_Zan~V#sA63 z!D|pz&gmdB{+k2{wGq^t7U0_vrj0cR0=D4IZS+91&j6sB2%)dP)#dpXfvA~Q za+vD<5(m8kh{y>!kI#3<%f@q#+O&+_5eG8|A3V|TBU!Wc?2g0rePd5oKOdC8k~KTS z)~B-b&6wG3TFJ;KAg2XwnEDSg`rkclI#O0 zUl{!m`$Fu^O!=bDFcvKcnC09uL17|5O!6DWRnDtwY;R_-BV+1a1Pif>vo#!t9t0c) zEBd@s`p1K9{$y0)$!JFyFX{N1kim8oyHjC|n%d`tHsaujUi&fWjSoTK3YDrU$7hYf z=Y$!h#u|fYzit^ttS2-o+zL#r>fyp=9&BDhh#*xzIfP9xwv^-h4a?Ia}i_1)nd z6+&70n0>Cx#s8j`+djl+Nii1}Xoyd^1^(B2R>tV{ID*7_Cmyme-R`e$I(Di4#BC03 z>+iJ>+d0l1mRrj0x@I^x%B0E0%c5636|?wUm!0f^e5nf9b*tlAt0$A+a9mQ$kjYXL zOn&l+A@nYAkq|XE*X&#Y(#!+Y;$vchKi&lN|KoOlqetN@zb@e^)a|o=1W2r~voOPel z9gQP*^^pwSzBRkN^laX<^=mj+)iCIEJz}W~lWyNf`pYNI)35b0YtsFeg2o31+Jcqn z3n4>F8!-eCtk5r9QI3YAM&zCB=overXwKi zh7`~PbN{caxuFNEBT$HYQ_RZ=K!uX4xgf>+(eP}=vQy=0{A*Lih^~D%b!|;L84Ph|D=OQ?`eNz*qi?Y-mub2R z2kPhW-Ep{@zLBQeHc-&BS&*j+ahvXewW({81HFr z>C;j-B%iKre~kE^;lN@k@kAD(SND0ZVZnz+ha*eGJE`vErFLO0R|A-b0B?)jtvs~D z>Sc1e1&eGBtxpr*{|?a&l%3ieM3yB@G6f~1VUF+?wt z4^YDM=bk+i=~WzABc8%nm3N`QD)+WA5!qY#LdpA`iWq12`e-ponhqcDQY?GOXjeQj z{ZlSNW&PvQ@1~plnL>=e3DK^N{2l@-gm#OoP(e{PK`@}7?kVQ+@uU9(ULr|qPykB5 z(S3TA&$55~@^UnH8|x+{Wb|rrP$}GsXU?@FC(1c`B-v`H+N;PKX4G#w&abyl6>dqS zjG@=L(Wo(!_J_BsKis8-+4#Fh1WsV_MB_YC2>*JS!u74bgUZk#tXuk#5YnxCUSvC^ zBN5ZqqN*l4=C%8etaX#yft5;EmUXDuKy}+n%R%SNDDK$>2j<7%xJ^L&#;RoEm(wE- zy@7QdDN9ZP$2||pRl_4_X%F)+0f)m3y`>qa_P`1(qn+pt@2fKHq8d&+2y3=Q7nY4a zHW+%DryRE5s$JGjs0q~iO+g=Z^pGVo{p7du-tT+Mqd}wRj-{bZ4Dh0c)izQ7%$rl zB|+?0KmwXR%~4+LiOoyay~Lk`UBeugdkDm0dg3c7Ak%HUWs63zdMR;>VOyuvi&Pp6 zEs^Kd5`EXMafX;DqHPu8`?Pp>ko%~{c`KL>$?i|`s>`C*>H&IRT4B+OUhNRy7b&gh zKTBWr|9*D|Lfq~Ca5Y$m*0{MddQFHSdP$ChFOWoF5ZapZSDaz6*`Z>e?=J$U#P`ir z$V%+Zz}oSBZuqV=1G4szG_hz9dXrJ9wdsqhwzwfA{s;&0G)~f-PMtoXjSVZS@FAYr zE}-P6y#AM_l$4DmEp(IG*GL^GQsX3+%rw?FeLJ2}4ahV}YeqhZz>GXf7}f3mtygpV z<%2OkM|SZ>(in{hjmox#46i6Q1pb*J;vrbMBY5F4 zZML)w`$2KvS}n-~X65WmtrdZQr;46|1185p+`9`>FScv3 zK#doUn2is|5G0Bk7+Deloq`$+&Cqwp0DdTOsBX0)In<5LI)`D<%DYqSR| zM@Y~0%1^S?2@3lGIvW#~Yzx>KGaC0*6wB82zBkjpAnM%XjS0lfiZtC~K0YgHCP+-I zv&8%~NJ|s5@1gPgqr%lmQ$2nadOB;q^UV9!g(6N`|LzL(!u7E_C(B3Rbd%-xeT7VC z(%XF~Dv#yOnCHGomD?|RB-OKWEH-N=hU%O$2s#A{-yB{PJoH4w6XICBbo^b3DH0`^ z0O~@gz+jhA^TALSxqD3R<00EJJ~?o*t)=tm&<&x0rIQ#_3^skzlM2eYQ`l~*wl3bB9zG3-wyJ`3#BrQ5attVS(U zwprC-v=a+6Y-FP$E}=?Bg`Y;%d4x%j?@fZN{I#F6gM<;DJsZU3R~kHWV$&u=i$n-e zJF{bscCgD$1QuDnQ*|)5_ArFA!lW}Wx;M7>@KSu3w$F4;(wMy~;?-i6Mnw6m{m2w zt}u9N7CwP&stuEWI}Q>yje|vK58p?p%HZk*mi0)jR#Y%p^hZgp`L*?2(>*lFtdu*k zZxL|x%=_GFKr(uwrC{+QKhu|FIZNR-l4IzM{Q1%moEEY&lZN+jB(VebbKvmyA+CV}85`&4ncdOgX7eT%)Y?rZ!W$)qiD%R^2lff`G5WrTpq(!_a|aIjKe z@Nmccwgh9x%?ivxVF^uF-!WLGMN*~dMMsLHi~#ErUpJ1`>gCb(jCwVUjI?d)g-9`m zq2H6-`U{yA{lWDO+6P$jp9`Xi#W#QC^01pl25GzR;YaSr#4bdXp_U-ZL@j3Bbnc9mRk6?rTCkmI?2(;Rj> zj~%UY{_)9!@&az~)#aWSR}v_({XuFC+BT#zJdG6Jg{UJvelAj^&AL#?U&N;f94YT7mp-ng z#0|lwjpS(g)SrKvbvGcU8;Rv&5>bj}5%iZm(Z#0Yqb`CC(E)uum?bb(aXLddPO4zqQ)kTE*30K}HJ;616bX&ba;NLZXOL>S2Nr5+=abKac z%(`7KJiIIE@f>pYT*U)tu=CL5(Tjn^-Ssv$A9|=%zCW{~^#flYPNFS#vS1@&{i~Sl z^)IB##kW9DQXso)J<;wHQ{Fv0>pcqEbFGdYUF#pK&P}bS%+b%L_W>d8`X{Is13jk6 z;axqw8z$Ax=`oF`bkJiUDZ|PbhGC0B8 z+ouBu)m;tZSU7)zAzw{WD#|QjGb~)T+UApeYt!CswjZ^y3lRdFAq4ta9`?%=f*etp z@ypVsVkKn$xX}dPIo_|%7oa!7@MF_5*h~ze&#OdMD57k`D-7Olt~IDX-XSP2z?=f0 z`SU4y;g#+Ds+2F+rB%YGz9(O~OVWLM{2+WZ=R*~(fTulFfd@?7`LeR4oY{?e1Xh10 z(u^Fu&k7F{OHv5_G(c!Pk%Dz7n$#?!_Y=x@F0M8fAAHe!`UJ1g(7-`IM`Gv zp{Kah44@EqcM}hI6Isq6@kI{_0k$@Az$d}QYY<)^t^eg~j(T%5RTWOefe}S2Nq3l< z_dGopXeErm1HYPOUEbsg?dQQ)^bf8`hdL(@({&CmKGgJBr^vaOcq@tZTj7PzhKh(f zW55)-LFIkvLE70(g>4n?*l{=e;O#!Hca@+>Qu5rHP7?Q?g@EfY%J!*&IL9S`@g{>O zx!IP7>7iByzrkZjeDO$>R;yDQ2vY4cj5K3`e@j@Jg65D4unc!;!bf8z=1=SmftmC zS8ytEhX7q12^>Q~hG^SW)8=>E%LX?q=$Nzb%1<09-9xyeQ7&e) z99z@og*qqN0qKkZT9%n}L_8{;Cnr%6IzZ^_tOc|hnpmS`XimN0Pntko!5lrYRo}!g z5C<)Z<5ME}ec_moid!{_2dRK@sGLTxcjEBb1;%sB?%1mnWiMZW|T zg;aeYMk7EKLA!};8q)(}?-YB9)}&xUR^aCsC#OXEq;~YDxyb2^Vvl9I6Z578;T{V@ z3eymCsS*FIb{w`tEYvjNT1~r#@4sBHWm`p1cDVMo(Wk=WU6pShJARq zzddXe&H>_%kYX!&Co&5MXg0|(Fp)e8f*59`DM)c6ApP$t*AUgcs;+!@Un`vmoIOzw6dXOcC7#nx{-4bh?<+{>4RXK%2KHewAI5s@}j-ID` zJt3dK;LUHH!(is?e}Sh$&UaM1+Hw3wd(k@KsK1JJ^Lmb@D(90C$#(F&NxcY?{S%J} zjMXpSZ}YmT*DhcO$Kq@n%WLFGr36jmKnx`Z1u zFi3(UyC*NGSRzw8%&Gn2ip(y%3OxKLU1-D%|+V zzS+HRocVhx_B-F(kVFXd$3xaH8{!Q$G9GJ-^2IAK7VrrCEbeuR^S zZ>9waRT+AZPLK7;az-2GZ7*FCaN^%Ss=YhHZNh_j{8Y(7UCIS=VKjXaN^;mr?1Fi@ec4K!x>w+_yK*UU44p;h zJeldv@d}uB$KhOnt#=BaDbwEy6o*~JP^k#^6k_O;+j!ALU^IjZQ-vQ_If?DeZ<20{ zA#p3z*SJE1qOINHpP}FtpbNmbX~uZzSt;5z*-T4*6u?i~Xj;F#N+)DV@5T-e%=IER z^ScoZ44ERw-mRHRE6^<-277ZTr>pqIuYYGpqbTFx1T(ntU2e}A8BaEb9O~D=wx#VT$ubdEE88Zyx=}PcQCG)E0%VkDsdaE9KfLyf90t7 zNj^~#5JRB$f(pN1(ru;EUa|)ck(3j>{cQ{PWr}RHt_{1*y)1>N!nwo4YW=*{-`=e= zWA6@zX_|UA9Y?qi6wZ9nAWH4W{YBxW3Om7NgXPA_3%@)He|pR{6Xp_Z8urhF>SaSlJV!l5J&s&}EOv&UhrY?ARm zGvYob+DRwxd;UIFqWP^IG(3#gPvhKjs(5S7wj#AvilJ$&k1dH$9f3Oxe9DkBNzAb4 zi^xYD*MC6CL3*i<#aEQWZTG{aL)SKpozR=rfL+bIi=W*fSyq9);@OKIc9312AtSCr zLO}MjriU-$184R^tWOu-du8~{KIq{-2aox2YPY+SkaMy&>cww(5GbHkyzzWW;6jN^2NRwxx68L_IAj& zM06L<1HYB|v`Z|umA)cw?%R}V8OinKUu%ZX!4;bPQH%Ad3BsuKr^ifBL2-~AkMF`y zwk6(%zpaicu2j8-?6P!m;*#PpbV~W>$MVN*Iu7+yCg-u{zlt5CJw+)CT|nw=){=mU zR(IQ~&TkdM{@gKOTioP$F1>VzSaM{0TQqk0Tsn>7yrV~BCftpT3j92e4Db9Me~dF2 z63r!Sb`}QDcjtLQ5{Gx+W^w9@!ijpYG$~6LTkS#l$BaadcxpueI4Ce={$RWAhp8W= zqNBXcvdDcwUJ(}h>F^v8J@{11xda6W#4Fo&NHoChcyL3%+@>(ylDCiQDFm z8KICx#n?Ky-3)ScBkMimNB6IC=(scU|I}X}p+LMMs4589>6(w?@{V8Q6lv*JXHJwo zX(Vd=U+leAR9sEh?~A(xf&{k^+#yJSMniCShY&15LvR`i?hb+A1b5d)f&>pF!QDfG zTSL>m7kS=1-}jxd&lujJpJP zYP9IN{3v{uDoT?!t^D^@v5ZaWHhbNexarn9-II&Cp!y8Q<#wT+bG;4cEN&}Cuuh-@ zvqoB{-YJ;WmMCI0FVGKwFD~c!9&P*UgnVqy?Rfok@wK)qU(*hyW8T6!v@k~Udd**y z^-%LV6O4X#!$JpUOdB%q@koAyz-Gz8I)GKf%X<`-YSt)P=09ac=y{B ziGvG_?EQrk63N7_B{w62sD3IAojVb0wEswO^-EZuN@>T5mNN4dU5m!eYPh(|)2U-W zJfm!Z1TbMt@8V&*=?+~|LP7_Zk+kS-t4 zo|rgSb{zWfD}24fBve#E!I_7X^N=)=c4;Xa5WJ_rnK$C(lcaGQeL>7i4?1f}(v!A< z8kc>Zuo}#r9KGYg6O8RNfK3HAo?bV&lY}O7Wm}Vf`KxEyqb_x?jCbI*Uz|?anQdq& zBCKOz&J!AjjnOF!U8{ph)U&{{Wh~beUm#)8$uyQbkgRK{6!_GoK`~(~X{ex^rvnN+ zj+v1lcDUX4Blem#5YmtC-CoLvzg*_xPK2ZDJ983Uu#fexMRqXth+r3AiW#(B>P(OM z@QWXDMH#-IZ*(;4)2;gf^tv2Ju-B4r7wGSXcOQ zBAjkL0Zc2{PsgWT#rZWk+_v_EKLK5h)yEjzpB^uHSQSg(SGu1wb)cAVkX(f_`_m(4 z)V9NSAJ{XcYBoN3c~6FW_T^I58=qxJJFxhei@?IjU+Ct&hue#dw%w1m*VjM3)VwJz zD}3IZ|3bR%(eEF+{F7nwyA!o~G5P}|k7O`f_H+EEzqrM7ciRP0i^w%zt>fA7EeH@S ze$3iHZPQ!pjch#Kx!b+Fm30yA5t}=jL)gi4@dPo$yFH~N`@~okOlHvx${lF7zA&EL zWb$F=qnmJbqMFxWkXGOg==TLt5o?DS&1F3D+ z?Etm5#;e*pCJ&X=1rQv5vfd-UI}v^x3yJ6xwdrL9|DG`>z$l6l{Up+CrT}(awNwV- zNomu9D?{Cwz^QbL!=`8)2z%xNA_L#+mnV5!3%Rm+a~;oE70rErdqnr;M=-tYtb@B# zwFYb)y@xCu&Smz-k0q-~66sx=COZ1Xg&@3lWifig&seV|K-Hekjkw)iv5aDEfeC9* z5!x2=lVQ`7FpTkhdfB`sUu#KvFh+AO>~8#(+Cso3Xo4`ME=-8e`Kt$3%U1NMB2fcH zg+ZC05g}%T|H-y~wd&#z7dkZbwsi!?OJ&4)(JHy5rTRd2f8I8;=61MbHo);_YsRrn znzlVg;(S67ii^UHmbR#_Y;p;1mz;(l9qpTIQf4zGgyn$vEu^21Dsk`d0cln)&a5j0 z8*^5{L9v#+6o9TosQD?!(%EsM8q}AV*bDxPg=LNQlvfi!W&1uyufuaMsc%%PPV&=q zCfU{O`WT9h?V`HPN~YIfCE*q6R@v{8=yayIJ>-Kmo>%h$H&KT_nv7poc6fdJkcL%e z%$AUWH1MnY_K-_-3leTX=nJQMgGSEZs&2JTO)|lWxHNVi3Hn66snZxuXj}F0M3zu8 zLOyDOaTeJ{wH`ox;xuEzD&m8{Z&q?yEXz8lf^nf*4~E0m2IR?T%U^hsE(B;-1#Ut3 z$%S0pjT!+%VE^F5kIj~#pu{q*Uk zH-xQ&3XIh>Fbl}Z;K9bHkRLPOb2=WsLYPy8?~ z-xViLjF}u)4TTreqa6m5x?Uvy@Q*%4294bF z$UGEE&DdYT7G!@!Gw-+0oZx-DX@#V?dx6a7@1%KgS=lDh`oV1oo6rVwclh{!RI9G- zUjVy5s0_#$$5x!vzKJw9wc%^nhNbcNhh7~dnVcj5iIwuf!sT33VSuZz6Nog{gs=Kv zbs4+#q950_3aaH?ji_j6&38{sW<7Tb-A;FJk+yFft|4oFN!0Cy)QpfV>u-r(Klbb- zGIg*+LOd(wEGVY0j>Vj#MvFE_uouXs;20keo*F&C>^!M0js@Zj(K$p|?@C>o={B_j zL7X^!3dfpXe$R8dKjF;Yu5D!hT|&459Mrr6vJzTZ>tUuRu$DzyxYYV+QjjQ&{!?FP zH<4ed%({vV4JzR*h4{UR!wBD{itlR#?_vANr{e6{qYRCZY_5Iw-!)3){6iol(1K~ZQWVZfVVpRQ z%LQD4l>Fv=)j;I;$gwD?Dim#u^*$;mBnup<@l{M z(ZXP;M;SwgF?Q|B9jlT}m`Aas)MoLG#?Yw2IdVK(4XFp#0Ch8@l+>T}N6b;zt)z)V z<-Sw!hSZUoA=}_b6e4@}RxGj!9T9ifvb!*6w!RWqHoiUji_kORIFboCj)eKlQcGs1 zLWpN5yQoMUUKi*#vzuAb-%71NZ{bY=arMrJ+pl->ac27$d(6?Qqd!5(tObQe_@8zh zb-UtnHYTv9K3(y$ZaMBN_6|JXj!ve`TMO<>Fdj7Ab<{XD;Ac-PL$bCMr6%~{_mt%O zwE1uPtE-vG2ZBR^>}jGodqW>cb8S<8#9O{T>e|gIaLL~&!AuGKenZD0PIKXKs}R@c z6zXz4|GU=ZQz%Onukdqok?Wq2U)$JYmm2WZyW@|WolOsRxF%dFfAnokr`Nt-rXFc# zSQ09Tn2&gKYyN)w=-u8fo=Ion(ZVCC>&s^@S%Cv0&50dcc4b`oL2yKkJ;JSOu@S@Y z<8^Lv{T#;jB%#c;<1U45_5Hb=8MTm(V*gHJoyxwD0noM!kZxb#qmf?^ zWFqLs2cTzi4YvhYioT5ZC?~Y-(TZpR;FD zLAzA#NgG0U7w?le@ll%*2Q}ScO{aH(*dx%z)*MLle^y)MSaldn(nt;Ay#QHe^dF}{Tq3I z=%A^1kc;dMXSmJr&D*kkvWZpzwR6|(h+grw8RAPCDqyO8oFL21{+en+WKFu=v8P6O zcXi^{BY1MNyUw)JsD0MTeC?v^xG#F|N}58o2wO)f8sTkXjcWj{Ahb>TMVPK4P99vf zHIXl|W)|)a$b$%yT`@;|Y0R(!R_hkjWtCYJZpCWdP+M>3lh9LbM)Y zse}4E#An#sO6zgRB^VlMI4?9wR1Vt0$ry(i_ z&E*H`h`(v^!Aa*`vY`ie?1Nz4NYdbPIbmLeK5>btd{ZX)5P=T@gB3Rc2HA`^eaYW2 z-5o%3bG3M|(f&&+8IPM{v-*Rwe3%D4G+&VM7Fl|mny}WAi2dN*ijA$5E=Pj;$Dfa= zNxY6)^TtZu$Ms%E5&kMGEjA+<*ubnuXvo+DNycX7fX~jVf9;tr6cieNvHZC!^kHtY zZLeE18DiQqqcH>Y^`^oGms-a2O`mz>HD5Q6U+F2+K_zeoTo+!DB=SPzRPydz8!7^# zQF_?MN?+D!fU{_x`RT~ONTea=3et&{CuTrnx^a`cNr)_lZ+xeVO`kfVEXlB{#J* zj&k!|pB2FfaX=$3v7l`skGUJ$U1VPYX_`J<csG)p z{nW88b2H!VpeKG`wKrUVN8>&s>0(90Y^ub87zIq*C+{dUa^rNp_eqE?q}iN!n~sra zPx&JIYyue#vS)Cd2iBmIv6rhCp}%5h&90+o$p02V`%_4!>KsTWeS~8>vf|wKZX*CN zhWribzBqqZ(>l)m2v-O_HPzs3AX%2=eNXA~Xii&%lOW9-%S7-IQna+R5qwMxiPYJR4q9hgy_&-;Ki{ z!S~Y{vs`^0fv3(Mf z55u`e3LGqC^!4c0MP(1(9QDuZ9|Lw=Z@4>0enB79uJs$M{xXElZ)Zk=ctIWa?p{lX z#%C^{ReRT|{RE?h;OBYoDB{RP-2=Vymmwj!YI3Nf0763=Kz{qyEwmb_TsyKhdXx|z zY$N+Zwx#pr9Hh2so*hQmep=lJ#IPrG&m{fT!J&2EDWmSB4HBXlj!S%L+OZ5Va1VU! z=x)tl6DBphoI!{f5*A;uIbG8ibJQWXeX>S4bfuoL=^} z?M{Y1N!#YZl6NRzPuvB)`KjYc!Fe0rkCK~DQ8^4OdS>Rtur9(~-NzqW?WEQ0g4W^! zNpGuad2M$%YSL0J@sC;jt4^+Rec*a;wc0jZE;4~svm4tB?x+cdi1N82gmQX4=$9E~ zIoaf$`ukfT7Ir?ofgteTWMCM{W8QF_-3@tpvoM+ZdIs8jyI3aEB+bV;UeqIr5?2Z3 zo^$zy9cw6l*996U6IEIGapF5+ z68YP=KewI$L9Iex3D-VR_51MX{X8HE6)e;dzua0RO13G25=tjWZ z#Am&u*kzV(2m#7%!$DUH=WYs`av!lU4Hb4 zM|Az`E7R?Y=tG6-pow)>^Hd4x(B6Fy)k%+?`7lI*#`%MegI^kAgx zY~q>A!zq~s^?~A>eP&ZIYcx+tz1I^v`!}N0aIS57Mzg$Ac@@YYCe2pWbNhW;azU@T zX&WGofSbmThRKh{$c#H8oNMLaKq_GNu0vXMT%L%ISj(m|^Io-FA{dgDZt9SL5s`jk zIf2@2cj~)Trz0ZErdQmJn-|y~h{H{{fedthwd;N^ z5{T>15NBMBl89_bhuToOwn2c&{>BV^7aL44TmxC}tPPu*{^=vWL^P#}N@3>_1L`l( z@THEpS`Qb{=$?>xwr^+zQa#G&v6R^I9`5T1uASKLuKusNO);0E;U6Z9eNrd7&Mu$rRb24rJ~gw#E{iju zMN?Qk;}RZ{q44Ww!H;&+IgIiDXw)$HcE;tP$~vg}q2mfpZX5lQuU|2q(; z7^SDkh=|T`|I_=(0Z%%TJUpFOx1mqekLP!DJA62m##(w%HngN8t_!z=9OoU}uMW?z z(1bEOKvOj^6GCORnAp|AnwSs{3TGlZoUn+CPT5gi@$hRrBgWxhsrqJa#?G-^@X{ti zG792!$}kYr4|mk}(w=sQ)n{ z;{rADvgtl(MNN0$0rnA3hM#}g#!uSJW7eE6UW3w3w(Arvw@#Ltr0>Vqr=+>{gk-8r1GUQvLZ|42F@L8g_y z{gK$uJtj?c8j^#RS%`h539q91a|mVB0CC)2T2>43tX5GLuO*5}$Z;n+xnJBBsR2)n z4d^p>41QfILWq zGnEO`D)$_O`)O8rFG0`%U>1BJ)%x&@1>%_buFWP)&@8Kd1j50_Rq2GGDpYCX2J;Idj*NvC9W zTM;dzI{+e8F}h8iN!nG{R)PXF_DA&<=7r6{OwXh%m5VlzG%S(9EkhCVeA>n``x3`V z(RIgs5c($4LO3?~tG~+>d878N$DqO9qW&?=(3s%afQ(_S3wH~M7(?oS^ECfPZfC)T zO>SUn2Y(FQ&!@J}7>vI|?Sp)?dg(&+67^tL+EQV&c9c&z-c^7vz#C$}-u;-sT^HW* zt3BFxXWurk%+u|dT{(UdbW5ZXGZBV;QT$AP!N*JA0;KD1rAa z`P*ni-W6Y0D0ue{C$kI9Q(@8RAXjndWJ+pYqKD(#n&X;Ud^9&D>)B*tR~!j*{i*(l z(=FZFA;dZRDs8Hu2Jf1;*rHBNcv>E(w7h|&jKkxg`mwdA>cl1WV3j0@SE zDtYrUC+f#%n*2sTH3AdAz-Rgzd7ej`TP~Kxny(t4I?XyMCxZ5?yAF-6ahwu$lo1PE zK7FaGtYds@gcFsX2%j_6*-yGuZHV8Cq~YHa(>$}HHQ(+&4u7c>cbITY(r;-BhMlnB z0RGAgVZbxOW%e_!)+NAcT250$yLWs|dA1*Yfa35cM-3VLTyuO`cDzpDK%tXKB4(Fq zS@|0GiuoU+pCkQBpixJ=OFJ851wXW!0ln%dacm8}-a+lMVa_uz;^48a?J z^fEj5?hxNV)!KHndHv(-bW>i8TyIJpgI`15*jXdJZR`xY-F>hoJ~9d~R{MrjUg6bP zzEarN$t)nfR~&2@JaSaLaee90`E=m+#5Qr$C3ibeZ9R-n!Jv&#=lo)wX+{x0x^6=JdRd)Z0xn$&7br!rfzU=^n7kqhRP^J%W+Ku9M>je$E*?eV1mtAZ$VP%VzJry8=Dn zq%mB2mb&91X;#(Ve4xQWIp=PT(oo7!KP3e&X_kdb6?*g{sh%C9Te7cw zC@K3H*~GJ8lf~X7+QS(t$!vtE*4~rN?ypMb)ek^j`K&a|@PGr2qf-ryLnQf)umY@n z;-pP8RDY!-l~F0OYJPZ>p5pI5#FXrMKa?Pb%Or~WWY0~O zI<@pSAF6A7RtbQ6E2I~V4wXW$p}z#ij5{n>d@gj`cJQ;Dkp|o` zLC*fLNYUWF(Ut+P)d#a3WSj#a_lGR%B<7zd`%Y(!(P#VB z{pqfaB(ctYXbfP5#578*7)Gj>!CL9zY~0w&Tl(f7H*PLK%2qlXa_iAmP$M`XbB52K z#pq4dW7UbeGYG`Jj{3v)hYlwek6a2Fe7C`b?=&MWK-bY7lt5qv^CL1kn=2$96b3Vz zz}eNndOTdDEp@b18?L9TV<#39Ehm+m!S>lR!h_iX5<73Fy29LOG~&+aNEd$P%8%#t z-)pUq#`U-y7AAQ~h*H6$sEUC<%3SYdav#zVb0`?n(q3uO- zD2RF9u7Ag13HE{vyNl44C%a_@7-%jd>@3-iTUk_p<)$KaQ(U@DH?L2xm;(0l!vUQe zZVu797^LHhfNkBwBU|{gxg_i5ilh3NW|pPM_}lxOVLa#O+!6g}Lx*Zsq;HH`f;PM< zk1xC=Js-$(RE?T>t)rhvt9d?p+KIs|Z2Xzs*D~meEbiIM&TACE7yUz>^o_Fg+oldZ z;b(Mf{m?{gbjnt`S_>7#+R_`FA&3r^I4b#<`S`uXc8xStq6H9vWEY{xF;edH%WkhD z%iFfB(OcxI5V}3`HD8)ZeJ}?v;x&t8dzN5-$556R3zZMxRbxcnH3!_eK(5&rvy>@n zR6Obs3Ezu8=%aB!Pq+bXg58TW`sZCgY@2*KUSz{X1LJw%_1I1@!#3o}PQGc~rezyx zTJkP$7LZyI4_f!KN4$u++R<51_LjrCSy9NqO}g5UaPEG-*OPyjmL`ZyWc8`PDdUQ; z%B-9|5>3^<5^7Ifhw?dvVOo3;@c1nyb0X$Q-4JI?vIlbUcfDXQrmH6_;QR@c>v{`C-QYEfwI)2=m?*Y;gVY#67TEZ`CF zz$?{dDTB?bdUn4jm{7X-r+DEqaW_?8l5<1qof75X@t~8^MR#>pq&X!W+r=aFEx^op z#J`DbC|?>*Xv>;yxjq(rVlDQ770jNf7i2>OJwyE<$wbwTkiSFMc`@wFu!?~r@dm^t zLKsR~jv@LUUn#-ox_?b?Te_8;&hI?&m=GTgyu{Jyp?MwAWivKjZP<|7*!mehCB@FZ zZhJl^ustQF)Q+X%4XwdId^=Y(mW)sXy_-*;5IIn}nw130QxLgqspryo#Qt0^uYgl{ z#FUrHLgz0Xb0ETBo|3n2f=pgA~lb5UO zueEZS`iuB#ZCAJ&Art;~SncjQ&QkL8zs~5{e(w|0H=b4e>&V!ZQ@$%Y-LU>`7yah(h^dPr$1b<)gcB z=p&lp%5p7STuEU7&O~Sd{|)HQ*TZ;?07E#TxCkw`#icD9*rnj6F6~2Jj1SQ>!P>y* z-lRcntB5qS8^T8r-`=Z3^l3fX<`zk^{@;ne%)tq%O8Df-U57_3rYpa2 zv4z@K_(binBt>`_6xdSH%^_Mhw}HfpSGRQBoc7>buEjq8A#Ve;>n5_)j76Adj|_3D z2mT2JP!}~>Z2oOEufMioBfzwyh z4Ob#VrS;kC)nGBs8Oc3l`P_tZvl^+n&grSWR5KOzG5p{J$>J7vM)Fp^*HqkVkYTeD z(qBACTkAqFZ3)SHR(Vm!!AwhuRq0vwH7cDE@bngu>FX|ijOUx28POjyA5B|{mE(e* z(bD)XeXV^(_xqrN5qvl%LWo&1J?mEfVrXM*`O4x@9Lr{23^a=r0c*4CLL&Q27ic50 z%_Esj0tJg&yD4~&I(4)J6K=M)cfAbpIFQI zo&56a9J1StsxZza`dBiAxVWo?5q#s>O>@K|2G0e<(OXGwbg9AJ8*aZxiX$qt?WzaS zB^aI|fFRCH5E?U0$X(gHQU*&Bi?;ih$>EIfiwAuCv;?bSbaEy3C&`D3IXGLuQJHIzW^hI#3bxqeCq3p2EguiqPRDjS zn7OF-#jGHAV*UDS#9BnI633Q&WO^0VPM>aXDQw%jEXqh^OV8jZ$K;DuSufokcbG)- za~6wG7gR$?uQal~BvCN4{gH*SUk+ClT=qwYmZ*KiVeXaJSX+Kyf1N#qOSL**$~tGi zOS67ICD^GX1IQz+?YoX6woWHIv<8izS zu;b+|XyPIz7gu37bF%Q2lwQ20Nf>N&+Zy)%NfXw0xnBK0#v8@h-4}1cTk3aIhc>t%}nG>-Ih810-)c5>HjTOcNX{NH+;|k?(@{Wd{$Cl-=vwgj$(=H$G(~A#k%>jPNk~;XcQ&p4&$G z0?JJG0fV5EB-|dK%+X{K;f3%$7neynG8!DjF3E^Ms=V&XqBTo55LxUCOm(B&@;m8? zcClM6Ekc~Zk6LHqwA33&^*K}3Qbl#74yTCtBbt2NXkX6OfI(N^l2^1oh|eS5E&3Dg zgEuX7y?`yW)H{K7r@iObE@qSDTh6UL_LeIfdcKQ@h!u)M(ss|ILp>v+GqOY@tb`jE zr)3PxEK{L~;m3Bj7u}B3ky0+_dDTyq~oD{oPzrx7w&%cuNa`1M`ST$S?!lzNUf%Ig#aP3hhUmbcSL z>+rY3Uk&p|PirD3##p(Cyg}b-2t3P;3g;G*3|5ZykY87kFCYXc>fsljxNVZ`M1W?~ z3wgy=4S32jgMmT8A}7W~@3VJHb<$99=)hi3#%>rMMX)1+KM`>Di>P#YZ?J>d1O z#i1-9n929*ykW9c`xdUcB;X3GONJhZ$fay{#sB_&*m^*ah;TH(vRE^CJ=0v(qd@DC zGKQZNQGbeLswEyBP$ypLZtrT!m5_v4sy0+`TTaUe1{Ip)>1;_i!@L^=$#r+;@KMNHMWzwy)z@X2!m&;eCz@wu?g-wxTJpgjpHKmU zpUW;x!kdK@Zrqs5JHvC*G%*w+p9mz6E%Mi8cBL^(-Y}}Z%zT_=V&#BQ{Oz41H7=|4 z*oz>vKP=3Oq7*Gad0H`*{#B7wa9ku-(P!O%@t6Wy^wNJwo9t}GI^C2CTFem?YzcYR zj3{ibsej>{pJPZ~O#OjxDk-t0)(j@@4 zr{s4^Mm3ik5j>vD7pH~7euR%xRJ?u`;4K>*%a#Z15L(rZz3D!2EGT%}6jQ(*bS%ID z2P7|t)Q$E1?le);gr78gei9PFCF25)iLZ<_0n zY-jj$r#28=^E$npmAT)8NuM6(HzFB}io2^|Zb;^ll3LQ>j!;&ie4%&hya)FM9+gAw zGzLax;h@niNQ!y>TPeDEz*3Qt)GsW_qK{)OsnhV7CHHC-Os7;4zcr<1^pK}9LElM9 z;u`AQg6MFDkmi=WZK@L)WWL*-zPSVS=8|O}^|RN1_49}exFIvJ=uJW!RpgP_VMo;P zId{dQld$iD@n>mAIUC-Ff;SAuK{nh?GdUpB?6JTNFD6!!@c6Cu`0pVl+|`+9OSn9p z?@vz2mc-T`NG&0X1FoL2dh5G!a6_&dpy41_qw}kQN>`a>M z_~U{*k04jwx725w&g)6m_9J*_fEZG*IX&##Pw;t{viX3ywV5#iZp6k7>v6n0$^vBl zIaNRYB%Ujk017ucB|#3T=9WvGr?qf1ew1f-8Ape0uk4QJ>&yw~_4THD-J{EA3g9Wk zI5fArY=8HbgY$CwF5F0jWmYiy#C*P}fD2{4Bn<{ZtYdnA3W#(a<-2`$E)X`qjo`}R znQ;kZA?!CH@SmaEGWZB04E}|$|L`?|Y4H@u7oF!z*+g#Ip4$t$5qD%M!b&`OD>+Yt zs`bl|py&GfOdKGt^#hq{f2vqqD0D=znOxM}?I{X5JX4tv+lMw?@o-@RD4C3{AWg*MZ-<(Vk zI`&vyXag8}l3slznPf{u%H{aLz7*dSjfwv4(^Tl@0I72|<3o-|OqzsGBLu&NaR(C( zpN6AV3c4YHnEQB$;Uq|NKeX-Vi(e6WHg7I0p6dfz{=0N90&&KlRvC|Wt`;irh&D() zPKhdeyn>M!_G1cwT_QZ7kYkv8ZT2CnpV!miD=-2v1j<}yTEv1WEUK?=xDC^m-%G{V zNIR%q&&ae3nXJ0N?eU6_GQJir^N(^{A2JhI4sK+DD$mWfHm4+iJ(wriefEvuQxyQW zBxxw~zJnD~akS4Aq+akE*g3ZwRyEI8R4?C%CW0I@XMaz^&TbU~5LkuHy$mb#(<)f^ zPxU}7>xL~J0M0*c5&D;QdS-&s0Qh7=mH(lgh8f+{PE-4yj`pQ`_`dEJlrQ6NDykr9 zHYDSA&>FU;`lM-em%>(x&YqMw^~z9$Sgr@S7Wr9P(?|nX=P^_Mc)iQxh`^zzDi0$C zz!8i_Y$#-HxCD_gFhkCud>bBh6|`1(LDbzE{k($l#x`;<%2EaFWppq6&@JcgQ0 z)r%mSG`hzJqQ`1pRa9Zp2|SKX7w|Nyn&m1$WN+x3w9x1eB>&tAVM3h8ep=JTXaBFV zAOH7dpZ)`M{eO&WGWb44S@OT9D7ym*JEZzll86m$NtEKWZzC+38-JjzRdKmL28%EMOoA!JL&ks9B{} zx=s9~@p~c4QO$ljrK}toE^nHao=A2KJfOMc^ zEM&p0nrpm31t?Mv!^IvmML13u*=x#&{g>Bdrw$E{kGs3^y|+c0E+$|83l$o1uWOEz zEc?R82OpG_p?^5BnGi7F*eN;ouSI5exPaQr}-wSX#X- z*pK+3(B|B<1wiJKABHSEnD1xY3drkj^vK=p65uYK#Fg|+Ucf;v2vm{tOV-Q??$6R? zSx)VSUu)+|u}E5p<)Y};J#R)hYTg1KmX0hDdpDhhGnefP7neN@s@H+2mW1yotql+| z*^m?{LOZ*7s@mUop8?R?bq%NaLBkY?+t2WLLzWSQ0Bc_5dWyCUfHt8#nY&hnjCm66 zjB0EF-DhAYaCVbQiQ19Vz<91aVv=m)`{T5;zoWR5ini0!=WVnt^uy~(TEjiu*0Dl| zJy*X|lJpyKl#4~TN5EEZJ+%`-paidHU1ZQ>y18p zPuDGxXKc^@!`(GN3)F&k{srL@nNIx6*Yz{&Z3^UU>akCZ;I?&K7`hZDL(bEYtocjb zl}rEAu|L$^TzwZVdSxybqsIlK^B*qj?qcPUSW_qeW%2%>-rWoNR~yG|KGZtG!0}0z zn2!JT>h4kIPhE$fyF+WrFm5hdzAA=?mOy$XlZb2snVBS zQZ1hUe~0eFytsx~_+Qu#XHaewn%uexVMBVlnNL}-69Hg# zam3twGx5YdQT^_~H~rzVKeGR*-;)ornFbK?RyT@XfEqQtd{C!X#>P}5aG5j}ihwUGI zxy%D0I?x|JY?NnSuo^?GMDg9lqv(66?8?i3h_kRR>b}{o$2wM&9P&iu{5nwi1pr6; z<-t@5bTn^U03oA>WB-fU1}rhS@rQj&@u#|a;5Ih|$4#URWySlbIcvaYK&0W2%#f#k zmdWQkb>NQ2)F;K_31yg0)7j(;k%l>|3GZx z>#hNAZkcLWpyarD*b;C)2T#AfhuBK~7sNI<812-{Hcj`)O_HfO;pSh!VM9EW;GiT_%7)|`dP&%A%V~KFEi{u z(hmc{xcNyOP5_*hF^HA^_p=DxaqT^0C6W!nkvsK)!r<{E@I4i|CMHZokTEah@#k$= zx&1gEK)Hn~3=|gJ3Gd`qy67?Ni2S8Sl+Xvw11xf!U3Ps_aTeTCl_wcEjbC^P^^Nt| z1e--daZQkc<+)cUPxbi@9f(`!RgA6-rEzv2dUYU4Nu34z)DxzAbi3b@eXeDtgq(G> zc54r5!iFH33i`s!t@~j-1dEwi0SwvA2wtfm4*C!>4PH{aic!)S+ z3km`uh##7Kq<)ajlISLuq{qnae$RDf1tHGPfX~j(AQ>chIyrJ9`!9_C)_8y4E<_aZ zGSr=Ki9h9Ur;eD9kJz%u7gI4+F%~~5Mnd~J#b3#G7oe{vdI2Y5_(}TK-<;OR54cqjMH=^uvVQlH-Ae?Ic*(qiN1${yc`oPKTQF=ZU4MSL~Pl3T~->!^UbvbFS?~Mcsa7G68Qf`L)S2C%mVn; z8?o1m-X{a(RGnluE>Gi|uogRik{aOPa(GC*`BbjBqg0o)#7A%)aV z7<{m`;$hov$Tg&%aVN9dUqYN-%kGZesSl|?q97j7L@63)sT#1KpO3e;NAiYG0!IuW znrH8_2Q;-}S~5tHxkMCPIq~V^A?AnoTpv+Nvdn*HXaFcE3UGbMNqlpXz>$$P`~$*~ zFMESAayV5(NiN*a{$|d#%Gfy0uL+>~s;C=W0xQz2yCe{51QEkH+$yf1DRI@%8 z{JY!_6KBl+H(|SEb8-QN~!^OdH>7k>QWII(sLqNDGEF4gb&|Drt9SPn*jT$ zoAu%Rja+CaF(qm3pdp+QnKXQ`4I#}5*X=9-ZJ(qM0j&pot(3Ie|1`X%CX|E%Vgfrs%O;(RCn)ZX}~<&f`&f~`$+yvN1Ifik(;@=^-qQW z>7zHiOl&Aaad?7aU`y+P&RS5?y@qe zZ9(;YBE@~S6n2bv3>CkJ8XDL=oZB6)i68-K4q{;PUP1bzI6#QvhCKbP6Y?Q7Q(EvZ z!r~mFS5!PyphAPWT{(&*u}RQ#R`iT}!xTQf0tWi}XqDn$ALA_UKtOQ*%PxrM| zh`vD8R)3pHb|)T7B)`o7OYtNx9VtqEM!>wjo@QcltqL(|5h>3heEef*@Qnr8Hisi; zlRfZjs?R7ON|_;f3GPr({ULo=P*EpIKTrPrG*_LT*WXsgK!lb@FWXzNpiJAL!G9^Cw|3L*|l#wQfth*?;#a-Yh}$EiO4? zsw7hIrpi`}vkzn>3h3N2^yNdwDz18UKeSwR(4tu5im?UOzR=Zkr9H~64tk7?It3(l z0n^qEMpYqeJm?ww#!Dih<&=lA_f~(_Thx70*a;I`3=54O5f#$b?ruDdJv$J1U{H3w zQc!Oh#rvmR@;~Len9nH|Js3k-M$Z1L7davE*turBgQ}c#0C%wdDvGlNI8$*%b9mCAyDoM;4ZN9SvH;jqaPr7b~Qb6 zO4v1cMF3S5Q~Fxw@RA&@Au#Dwh4&@YS9I%y=cDw^i)qbZuLs|Uxv^d$GjC^F4F9qD zLH`@c0og;a89^ID(KbOc>1_%o3=uEi;oR z;~8W8?)#bdg$l`DYfC+H4EmP{! zH4smxj&xHN_G6uVUEqG<(E|bePf}CC_Z<={;5vU$_Te!ZSJ&qUfdO0F8IiI>KY>}{ z;J`2Z9klM?ARbybRA;}1ZzV^XnGKOF^439$sF1T4ul`d%@vA+bBrW0w_f?+w8Nfp# z+JB9K!|1=?fwKF*gH7h|oBVefj{egpiOPKx^5UvXWFMbq7tP`p7d!E)NzySvMU($Ttgf7A{pK?n@3%wdvyfmNTdAD&_ z{f!4cLwkWKUb$o8>1V^VOK;uJK6TUNtWd;F86fG2sEtG$UOsnc(J6KRWeRtgm+gVb zbE05wnRK^M1|Vhuc|L1Ioha?r{!LVe?;bM7Pkl^7yNwU=lvcD1r9ly z%LsAW?Tv0RmB0Dy`?>RKPq~7P+wgI&mu|rx+b)@aS!}QSed}Nf(yr2gZS{Tog)Ak; zoq$Jk)R(;5mS2t1OU}M0Wa`=;fWV*f+gW8jNv>d=p#JgcxG0EgHN<~pNQS1T_sq*= zxE&C`mXdQ1w+AE@k7Ze<_r0+Tdl5(2I5=b*4Z&jD0p19Q*8#$-+K_qmzZNo#ski1y z$cUk&D2~g4#yh}>rul`!Z_A(mSGmAGc(;~NxhSO)GW}EaQY0ncxu35CzBbtA69|Xa z_~;wIxe(U!xCfrx<%4Yrjs(e|Z27(Lz#bU&4Zr=%M z)*2Zvo*}z`zJGx}c>V&_<6<%^_4B;vrRCy{S>8XqE6~T6tsyhVD2{P+vxmfZBe`E+~qvHvNo*yDw3|*TSi*iJl^nELE=0ASKFuE_H z=zfgB(#=A^s-r=7uMFpmjfv%`_gsRc=2N*%S`zfHu3ok;P`0p^?iNa+aDU^b*@$4I%oUMqzPH82 zNhSyDG!>36Y9&o}jz7@&pzxE|le&ki6J^_Su8TR>emw-A`uc zDa;n5g@JFc>Z|_DSozr%CDFX(xg5j$#aRiyKlM18KL%dTz7&>}M+p|4p(m!;C&&%s zf!w+l2G_%VbZ=poK_LQqq!+R5R2I$YU)j zqP(wZL1#xq{y?@gkF03WkoIh%U&1P6YyE*3cE@T|_{}KEXYWaW%E3j-2eL4*7;b~4 zsTNcK1qN2#px{2rc<|!B&{><1BDwhR%2zzkxNbRM+YdOAASN9n`^c!3x&#RJ^#a_p zaf~mD6nK>Q@gz(@w6N*Fy|ZE8l#-i<7Vs?bhIh0DZSB5Hlyse$laWcfL4VQpjU+j| zEL4k!kv(T9kg+U9>wCW!eXUMi8QYoqel4pK)}Bk3L$oTXnlxATH2hC#F zy3WRc@XMPA(1?K9<(bRPOLb$ycTqHaIk|iRw(Ac4U-!qnmz8RGcZ8Pd$8dKP1KDr3 zf*xHRAi=&1x$WQ>daum2A^{>t-p7tKgqt}<7YL^+e28*5LY?~+i0kf#EudPH`dmh| z@Yi$0T)TNcq8ht^ip$M*&UvRKx|bEY^E>3K`MTYmsSXUMfhMfyAe9S zocE+%S@W4C9IN%bz4`uwcV?ZJwV)UI3mgr1!j)mWI|85grSM_H$*SI!bVU+B3#i#K zY2ySUxAWv?cJf~i_?~Vialm%tXQOItZ-Q^c3t_K$lt^Bk+JS#jSkRf1puyxvu>Gph zZJap|y}_>RHN8DNEEPs_ChKwCNN5j}@Tpp|v+B^jY7_J~8H^J@C9NOPm$7u#9l_kw z`TA0y537+Bh$2in&H3!>h`mpnZcW7XuBUyMx0A{S4V~MtBZs8td1);*1SRc8PmS`i z;6ET1qx5gyv#;~b-{A-+$&JSs6dKeWs#Ro&GMFWitN51eZxxFRqb{^b(`Dl5E-@?Xg0QJ zrX3YIYkx+1)P-!}PlKSX59zdRKoSr^o1bfRDlv6jQgWGH%jS0Og~3Pus}MHgXe&tY zAeieJLGpT}jcbx6oFH@DybvdS5BN7iRI!bJ?)2W8kkFy+x*uF=fdP9j*rsgM3c=!aYTf}NFUu? z*7;}G1m&uvO6@>=pBZ$y&a61r-xxXXkpG?`Ri6c=gjop^-(e_SWX+c(nRK9FCE>we zpb%$*>%<1lJio+#W|*3?SWkxUhVm`HVzOT|Paa6v4a5FmAFeq0_@>I2F)cA%WH{jk zeHJ8qW#}kgB!Oh$KJiJozodeH=64m9M5#o|o@KThz0i8A86jAFm}%#Jnfg%P9WGB! z(-i!UiAA*(dT55*j;Jr0xw-Eo@=}=s*q%iv&}xXEd5|dnyRSpqeXYT7c4}3E-WYvv zqd3oo95r^yw`AAHy|bPwn0?z6%EjoM2qv zpfZ}!IhZIHycH;T|8e|Dig%Ms0LKK|nmJ&+<1|RL@-2)NDYm#s=J%Csc!*jC=Gfau zN324ZopmiR0r~k0KY0qDmZk!^Sda8WL;Cyr`MI(54oQCDwF1GF&-8EHoWD!L>}7P` zxuH_$d7B&Mox?_!<=4(7-y^p#JM9EW10P`d=I;;q=SOsEfdc7!mEkzkW4WkxpJ?HT z61gNa@DrLeb)l1}SD%Q2F`tt`=f(WeJxzr9Fx{@+o2pc4!ZFFEW}M|T?VHig%uzur zm#bG9j<*lnhP*%t=>dOj#EXstepp40>yB{*=H05CoV@(x zHQ?goIxmWeTv?K|o7j`Bp|t1q6GVwAQn6Rn!f~PtI_qEOcs}5dek+GR8XsTyTR|va zVKz2OnLLVb^t%CGva@{JM$`7YY}cOr3JY4+MCrRg>HU%Wa2&Qglw~Gy$vdd1Dw|=q zVDsGFCgXgw#rV!0U}gRLQWK)aTO@%uYlr=7%wA1y0h1gQAZShdXWKVLmI9kU7<|wU zd>dZih&?G_f{KV1E_5;GUnU78ay6G|G8S+=PWgbJo0B9xl+^*Vhb+Z*GQrAg)BXrj zXdaQheai#3dHQn`Os2z5Hn=*@`_9=1Igq3+LKZ2tC;OMR0-2y+?dnb%>SP2>|V6f1!IMeyC3i0+c`twm2E|)Aj#gEX#bj!n5Ym_DkYD36f&M!oL7E@kV_b- zy^g~+ijMK|dC5zgKGMF`*m)Gm99LeQ8>Sl-1p9bLvyy>E**dq*0TZ*ruP1U8{Dvod z(devpG{LquBwMef|1HPK*aJ!}UEhkjrjG`hGi3!PFFNNONOcA6ji$no(q32^{jAYm zA3FwO^HZf9GmVT93QnDk)^%PfAdhLgc zpC0hW8gA}_cm7l+=*;84!d;_%w+2NC8@|nk@X3mtF5rw`l>#tqUNvrPzlK`MIx<%{ zrj>t}rIw7w7q0l+Met5*`J=WT1{((pf9WJuYNki~$}lilJY*||F=zdn{K;tdJgz7h z@95~i8Z$!2NYf3{u3`3k>Ob!1jd%r2@0DxZrfzJ#rPwDq0XiC6)MVs5T5;q5x+n1j z^T7AQqe5IJS7{GWQRP)x&mYNrG2U5f_rAAT+bV`zI8rzl>O^`*=m9zb0xX?;Q1;}* z2N4Us`6DKw3wcoG>h+sWS10yz?r?L*?~38bg(@i}AqWcOyPt{4CrQTxwP({xqTBDD zhZ%*u<+~-y#Ibenh10u-412Ui8>z3y-`?)mnN=_4CkRMOjNo!X4?@2KKk_*$!5}84 zNkIo}a_(uH7lkZOf$YG5E$+%#yJzRkyg~KEfB>d^*%$op`(d|T#9oi##?|!PFmbSZ zHEgZWu*A&EkV#Nwl8PDAkgOSPgwS)wTjEF%r@SBjJ9&8N;^rxk!nHJMzlucOS^_mR zU=k)bwAREoL;4=OuG{}?H@bN_AxUgsF7xzW@;w&1CQh``ML#+7TcU)^&t`IYT=~@P zK-Qm+@>_l;2rGL>#-^K$PzEryZ-b)TZ(q7i0gIHB3)v}Dz*J07oME&aeR%KPkDV^t zYT^3~TNzAl7BQGtP#2rTIjp3}IK;XH2mxj&gF_D?pv&h(F&Z^6h ztD50;<7N&=6eK_t3?SakbCb*t5xnC z&-q3~VJgvcJrU>Pc~_r^tbEtSkH*QG`spPxj)h0MK=E7rMM}0>=CaBBbp56LXz}D)< zuiTsyPyZIVo?f{{(-@Y2nzo~;Np}}KG~+&w+X{5VY^R?*`%x|+DUBdba_HbL+_I=U z-N186r)C3k2DPN3-yLj7CwxfWK+TrJFQ^dwbk1QnG>tcn#})Y7N7Ax)&A9N0waJD>D;WGHo3jTVzHpU>`yuGXB2j-%?C!@04xf63J>R|r z($%V@rbPLwn3T$lr1zMJ;>|Vi0YRo-%gp zd8Y?K9*U2^?+Cx}*`Or+P7rOF+5AzihozD_K1RSGZS;@D;Qhrli z;*62Ba29E*QI(Uk{;;&Y@mKe=jjydWXylq)mX<5C{eHA4qt5#ijb(F02CnrFIct+N zge5Pto+T^PR%D@=NXuF&qEr?lUr5cEnt2t4(Svor|; z`SbWeND9IAz8A@XCnwP8_F(g<6)#zSSYq!MIddxhP)S|t+9%#Yfq{pg?9QHYdA>4+ zd-}%})o^dleZ3zQz-W3Xw@q=n{)x2&x=#MK_Scg;T!mI(vovxO5ahRFekUe+Wk6!` zkZ|NNRgz`+i0P~RInL+Wrx(O-J-2qticp@IRg2{0-s$e*lr4E`a@my^H)L z4Fp)h7oTcXKj>?{8h2FoLjj4Jz%66fD6<=~kMt;c*hZ507`eZ#Y6Nn#24*eGjcqDt zDV$#`^z!1fc%1jy`I^7hveIlf_O{mG)1kQ!EaUhll1L^=Ktb%B67AVfCyh{N(+?qi zeNB%6CibgkA}Hz7Sdy-Kj~7qG4g|}w^E9xzIq@&Q`Nfy|YN-8ibKDi)VFT*zHw_hC zpPZ~)1iO?U1(uW^2QWt5O|4gg%G0N{!|j3O`yTZI4)*`lBwQuxiuU{z78{sQKn z&!=bH_|b;Db*lhXdGTa}#xGvQ0c%8Lda*SV@rsz@Y>x*%Iga19gVo*Q+<(*1&Gq}D z0(tmGlDIZa`boZAN#KaFL<>Xv(xtioQ!=WLNDyb*9zGk)`+lYQouQ(32RZbYCrw*7KQ)hSw%S1 zzn^fyV5db;>;DgN8|O=)cjYAiNAD^Eh+@5)!~C;jPhnE7e7_M@k7f{P(w^Lp*z@#= zEZrqKlV>qB5{7&eBcLPua}2kC5V8M>xk`J$qO<=>%Lc(f7XT?6EKTTLe?E!UjL{)q z=e9ee3WIgzjar1@45k6r5r>DS=THzfrS=GUBPFn1$ zz7L-Mu)I4n8B6I-Tz*rxhcla{Et8+}`^fnTZIYC%;*c_eKsNS?kpOL=toDaVKiLHz z?4?|W911;)zrRYT47R;TV(Apb#*S|^?)w?RBSw3G>A-NAVaE_wCx&a$tZ&JZtGev` zvWo{MEBmW82(890p8Ti#s(w|Tu}e!r(RqfvWOR2Nz9U;*{f|-D8Z=SAL;7D} z7!<=FF2qPLhQ(LCBliZg^M3rX<$~10tF6VL5fWz{0RZ*QA;;MRMVSnmFzOY zw^T3CTYaMn&kxhEE)(@THzP4hsrK$#bxZXC5d&`HsBgs8D=z=%vF-ttH8l(-pFiSJ z6_v1_bb2PW>HDjLBa#QcZT5rxqap}s(XFhjOU_u&u}Yu(8e2Zs-%YYla%o+WJURwk zB|^$`ryH&htP9O;2U7T~6A%m`CG5s(mzBX&A%xA(8q7;A&SFBXPFd5P|0=oeCUan2 zw{+%Ami$4DspoY5>5X4B>;_5`sH{u83C@rOd>T3?Xr(6v?YQRtckaQyM;l7cgi1#K zpSzhVnb1#`yjO_{$e6AW4ui2oA9SqNF+()!XcoMNr0H# z9_~{_*1Uhwl>HU4WtT+juNjX_BVA6r zzC@Wc_@Kmo#9Eyd(`qO0=ZjpM2qH6Yxpc1K@UnfUkpJcE7sM8Hau_w-;S8l$;0^b) z**&Mr^kmu^ZBHA9G%&UQ2$Y6TC!2K^?!5_cJM?CtF8TlO0d5cGYnByvUsGvm5b%-(&JS zV)%58pO1S``fE_=UFRh>nMlA&#~y%$QMQ$W?Lb_wT7) zANdhymtJD9XhI5C z!NE)&Z{7h41Yh>zfj(TFip=aF~i5p!F%3Yxif6!pc*4G`d+o zy0xcP(0`^8-LY{&{w%N(9ZzYbZ-vP62aQisfZFO&OvZKg7Ik?5Fspz*BTAh~32oK8 znE?)l4?IHo?AyN_qTprapV$rwF2PS z5il3Gf?C2sX2SC0uZkj1(2AIX7h}?*7Pi;oCoS15Y#h zDioNogL3(mE|c$^yL^^B{xF0fl28~8YEMzvl!kNw?1swKsc|v|_POp1B{99VVq-w} z=EKJM{kiFzi%KVA$VAZ~Qvm}4A{yS~{ReUW?FVtcP?$%_0vwRd6=YZZRSGi&5I8~_ zD?EZ6Av>jk_fyE6a`UeWzu!n^(0R2Xp6<5&lC*q^WrXOCro6oM)ft&%atizvl<2(; z?A4Uw6+H9VU2S;;fiwOZHc0|U)ju*m_31tQsmINS2V{SVF+*WDZK<~$W#jc2jUqFm ze_^nm#s#Qnn(T_lo8M{*!xLqY2AzS+sJBTkkz$o02tj`(?vk4X&IyGZZlUWlhyFYzVIdjfWS z0%?Gf;f1P>*c=*;1w}?WF`TU8_Z3dsbq{jp_Fb>6C-NQXUNEpsSgv1>ArMhgJC5hs^ zSqR80n!09Mi1$JhAYZMdm_G8##Uwz|;@Z+4y4-?0bnys1H8Ywa&b}}fl3FYnrXT)n zw{DkK(*Q87Dd)9qni-p2Zw2iI<(dtS$(HmnG#iI~2<(C#w7%(ohW}0m@L@nOQxUd) z|93YbuYM4VUI#bPO$=pe_PF03m=aI$aL^(r$uOgoRJE-4`g*>td86H1tC@xR6FJQ1 zj#l|fMh^&| z#1;(hg}|@h0kNOuwb1kG2oXU{+3F?xdrT<#R^U}lI<}{l3bUE>b<>BK9^NnumJ=*~ zYf<+!REHRRQTjpTTz{zB7aj-&n%8U)8u^02E*f?`=W9tD(<1h_zcg}?RSk6C*^I?2 zT#}jO@_r&^i-)-|oba#%M*!B6nypn-DE$I+qoTBtoCycYzqEJeGD@O78l(J1M~t$a<{G=c zqm~JO0WACVZvHVs6^m-nL_FUkc+YcA zxLP$QtNO`B386re-81u+_bQ$RjN!fx^l?VxS(dU$e$Th2cejFzjbiZBdrh39$SGR7 z!~4Z8d}fTFZd^rW9)|*|f{~SKEEae<*>>RecWzdi-{bjn{iI=LUrkfRjd|JdPf??? z>rV#zUvNxI#m0N;wVM+a;j$p5R4C52xWf>EF&uub^L@9ilql|iwTZHjaVEAo9kF#d zFi5{9>4s@vp>htzs}cc0;2hN60rPH!s=_7QKuTo)Km-nSOIZGlMAP=RAX<|c^{E*P za{>#kxd0!>%YVb6zwz1s9l$vDvCsi=eVh6ZRc`%V087j)JKN3<+0Gjpdf4LO4=g2A z^}m8od{nZ1b*_&&C{J)y5$0du5f1w&j>^RS3%|k`{(+-}QP8hGf6}J!!@y7I4;+<_ zrMam5hJ#F~Yv`FvG2~_ob+u#3QQ338ef3$zs(lfjL0teC6ri91qXJeT!n6X5 z0;*04^?pPDN~l_)6akkZcLblM2OET1=C0k~sjrqjyFyQiJSI?42@q?p`J*ob4-zDP zG*ogoO9KeZ&c8wISg;Uu*mxHS^$aQsPntY24Om}3*L6UO6xyLQGdTQCLB=u4r?Ac% zKMP{|LiKWngy}y3s;@)V_-5@%inz3FGQwY}_hVbv0AlX`fw9i}Fl$MaP({m-Ew8Qu z+lDgC1rkOm6tcAqcg7ru*on55$hrRxXIXeSrQ`}`T%=+Gi6C70%)LmhF8}Sf`ajTf z_P1f{-*4Ee*RIRWuK6+PFr*E>p_zRkU2%kjbFc7=<#p*fn`kR31f<1VYsA`Cc#W+t zc*H5X*2#=nH{a;!w{hh&X;;mf9zhmdAP+6Jt6*Imn~k{rL*|NIc?)aP!{S_xFP|3} zhl1`3zdqd!gWYt{|0+}pZ0Y;QmQp3v#}$aef96{S%69+39d?9{qCMENt9hX8nDb>n zvQ<{#GvE)Cg<&76zQ9@if7^@=Spl@46_~X@q;Ghm0|m1UhAl-OLE&U}>$e5V(|Nyv zv{j((b94#vNnFSiv2;C$!#DGrH*-0gA`ApM!s(m!Ca60$sSbM+P226<;?XfT)(^fH zF2Smz;C4)w(3Le2@p?&VNr!y-H%a`lYb#W?q570Sd4_|8tt{OK^m`^6lNexG92 z0U)nRt;&;CmoUxKyize)QI^L{%+Um!a5Kb3{ z>$2*oB!ej3w1nDTRhr>&ya6*MMT*w?$KF60I8|}$zlk<*_hatdjqrRrX1zBtEZkzt zF%n&DUiPDTAmC+pP!lJT5e(ssx$UOE0$mFN-`u-ddBZ}22fZ#sE5FyQ2 z{*o6VHl36a5SuaUvKlTiYtXgIK#stdcd=a;itg!~{4$*xU3DblwO?Q`hI&B)rCZBukM9cX$2)drhp@<5s*7N@3D`j33Fhq5dQJFZEcuOjvb9=*A9{{x-Ym0=DfR9G|Oacwqr zduklj9y3u!8sN4P8~SjabOcl^^L-HBJ=A+`d=NCniH3STYzw<7vgLqjRtp>8K!TEt zwWF)C2ox0UTUTli-|y7J0rG-c(A9rP+$2a1n?EKw#VCiFh>pbMU5}jWv1J@%V6EHYfbfrT__Q#eJSZ*XiN44Z3T&YpGI=o*-(tWlFIMc@#x;ayD<*O zR3~6+A)nD@D=U88(aD^QuNu0Q9?rn%WTty1;hqMydrcj?R7Yl2dmdQL2(GvU&+Nif z0@H2kFiU94#GrceWOlm1NSQx2AYqMy${jK`FI&d)J^uFcu@`L3I}ZY^s17 zEWc#72A^wpSyMoLZR|U<`)gbKE-O{BA|_L*3=73Xv|h!)BOF(F^sA9?BA%7>k*~mx zjUmubfzX7@kg2;-+Y#5FF{hrpb?iVB!`-{GqDBjd)CL7C$fZ)p4&&$K#AtJWVYouX zp;^Nmzn$n8nm;WYfBDMpB>(o6%@UZ5^kwmT?+p_!VJW>7!@V~nKvD}q?@@}Khs`&! z1o~)d=4%J0=WEPlItJgCx@|aiYPd?~>uq6r;v5$~!x+HPtpS*5(h0hpHK(Fh$f4xqlZ>&{Y8qqQ9`!zkHnmF(l!iw;T_e3sYuG zM8V&Avv{~!`5Qiy2yd3>-}#rtdT&raIBdT z!|iJq%y?6;c^Omw^4#^KX105P7oe-aB#{Y)1C-)12wmQ|?FlUy7%d3itM1dj6Yoctq&uwdG2N>r~4 zZVf8t)C?(|wh;rg{BAFXDW;@(*UO<@Hb*=kJMdOnS=U}oCqxpGK<`wp)^r+xVjYgU zO)$xR0WFVVV7BH(%I%OY9y~QzxpT&qzWlk{ah%ly=Yl!0dyqI9r6YOm9z(CRn31WU z-ep_8L3hh}wF}h`D^@QR;E)u^T{F3p$u)l;k39wXQbxWPeBm3_L0+`NmL+)1J1*VI zjX$yyog$5mZ*ccQT2=Fz^O%jjeQFYqNz#agJJd0L^h$v+{evwoB%o}Dfi`|Id&yFz<61g%C| z{Aqiux++H)V|n3~)_c9kI7C@x-d4_YLPty7H%D)6nD|ctH$-5qsh{pk-4So?((K9o zi=5QSwOWj2tvTAjVepds`7tH?a&iuTkkn6%-G`0gnK37R#5Au`isbZgI+|AiM5QkM zuHXOJ_gF>ui=p0J{)Fmc{15atWr_0kduGx!Y^u-V?Dw1IEC5rB9)XJ@i>G~WBG=>q zU*ol_Ki?Bmya2SEt~HF1b&qwAPJZtLGE7##nzEYOAzN#r%Xnt>BGgcw?jU3W2P_@} z?V&ztBmw%OU&f+35;xTHP|+2#x~2;KdlR!mtt~to1VP8mRhOFwZ>}hMK-HvTJW0h z4Oe~|iD?Zr7VP?g5ej@qfIw6N^h1gq|2IeLyOF9r5qC!fUOBmc4a%8x`73jiHNfY1N@ot#B<=}Zdit~= zfSml3cA2fd*wMyFbSHmZw1YYwW^XX#Zpmr|GN}c?%ehOtIq$TkO5v4HmkmoIv8o<{ z^efk*H(zobCeS8~z~pK0svBWPw6|$ZDoTWm;e%!!;TYh+#HT7~Ly=oAd`7w2H-lCZ zA3ZsBnvcXplf4V|3L=r;-tYmw(@%|04`papAg(|WfB4G=`8zN z9eQe=k51423Px;^6SQP^xcCrUI=N~pVik~w*xg(wcdx8$EqMC_van|8G!qa2UHCEZ zW3%kVfMUmX5?aaRV4)K=L5!kGHOob>3>?^f#p%OwST}5cyz|2;51H+CX9-|kfFdx3 zVi~X?H;#-hwUV-YcNm1vJPHUZurnW#{ASpi)xyq>`01Tkht1}rXVF+pnO3c~+w``9 zaw*)~!zuVdB19ushr2bl>ck*#SroqLf8MRBdZB06BsJKMR*ZdX} znc`I+i_s+>_BqVNP3xL2#&jNrQ>IV&Mt9p*xQ@;EGwki(8~H%hXibS^N^g zy;qHtD4`z@s0o~CEfCVrNw!MEc)(W-OxzDghF5jrhr?SNLEr?>VlrKBd!w)nh|&(H z5x*2f{Cw63V?V8))|^ek8q^UchREGnnQ-`kntvjBU}aJ^WqXhHN)(FFTYU4a{poeNE@qzd2iV5+M@}T}F-2g)g}C`kcd=21QyoTd9cbd35b+O2i3( zyH%Utnh3=0qruTOWmAEYS8No{$YaMjz*VNUCTaX<0rxKt7zafd19^SL* zxJQY^=C3iny$`sEjUJJcRyG{P%j~6<>$>-rluy0lcpUM;resg1(}l{DRfik0zev`J z0HX~)j$6Bpnc~c1b2d_ME$4KBJr^P!4lE3>De-Sur=@kw#hb;ix@;G24}hO_`j92Tw{m0erNrw}(;9F$EY!8K}bPaM*< zHqU5$A_Xb_fb4k)T^k^25QBk7Q2TZ@D~DoOym+GX*L;NPm>nVV{u$@?-i2u!g(ShD z>kw7&gC_?Feuza7R8W3u1Q%eT&*36ccf zXM@m%V>R4Xjj!nbv=0)$UHf^)R#_2vA{ubO8!qgG6{R*ze;U5pcIdCFYN{;YKsWAP ztNO(P`de$Vd7>6JZ+g#Xz_6ybbIuYF!o0AT#iHD&0+6vq(+)nx4I+>O(|n=&Zq<+1 zc77r*l0Zs%$L`^Ta7vt@r+kOYK|o*IC3R1%uEe@<;5yIT1XSBYTWqB}f@_7p?y;qT zlCxqTk4P#hpR_V8bXIo?F=H}8vPiM^G3)E(#FYo&J95DL-;Fsm#D%TCtvYOEEYZ89 zpRyY+EFQW(lC2snc(@ZBYx8*BLytj!QPn-IC1MTynkrjDj7o5~Jx(cQus zdrku{_YSw8C(>ce1_r9=2HaMww_zq_@sp{mkCnK0)|%=*Oz86SU&xqCOxf0dqLjfK z10kO=%)&N-u*w>JG(=UC=5(2JvmyM~ycYH6c0NTEdVjO77`kLaYSBHRU5C~eTPq&u zcry6&XVtnv>4dHLn-#t!@Hn!-eplNp1{lYN7qLw6opg`rm@JKUxY8LXA^VTcE2bUS z;tZaz*;S5lq$Kw3+dagr_bV)kKBB^2IvqFRS=8OZv6JKDoO+O!iV;g)!=@G#H<+9~ zLLzZd*xaf&SY2Lt3a@@T(!^Oo7N;${D_qVf)6!qkiz^|LcrsyzKHPKM%D|4}YOdC< z7nkp*Y+iogHGWRJ=S$x`QNTn5PBOq~APqsPldfFA-&Y~rzn2?WB;c2txH;K{Iihae zb8iA62tBYKv&>?Op6K)Nb{&1$T4>t+X$${shV^jvz0xLS`mSllt0cvH7xQW?Z4Neq zBDk}9wDfJAJ9Xo9Cuc7qIw7?Lelni1J87|hOCs;6|cC3=ALq5ZU}kP_kcLf;T$&Ize&j#H1Lbk5q-yz&bAJ{-pk-5M@D_~~k@DuyGoWsW?7YD(i3`g?pRhY=6)ZbG^hMGu_0}>eC!` zTz^YP)QqrTe^kD&^7UDN6wnhNrr zy;H$(>wV$C6LD2fd2j1EiyfIjbLdZsIM6%Ex{>6p9u`K#oSYz6?P0re&NHl|8+K~v z$~sk6RZvC`#P$k|BholkVElQw5lEV08P>TMN2=t0&#gVg@E%CE^xIlWOr`_&fG!&1 zHMP=_A&JiHtv$*NcFCx#aCF;dnpU>GCsO4+SEz>go|mANv`N(yDfna8)v)B7XTWnW zoX4UJNXL6;4y28PG%>-oDDQ6gY*oyGH7O-OVEfXrnB+R&@z(Y}WP@-$3bofj0@BmS)?!6v>z374 zA4bY7wrn8~3{J+n-gEbF?Tjr{Z+D2pQ80%KQ$HkjhVuAyd;LJ$3=mGwr4Yn?o_9=i znq5-=Au1+spUyop19D0_%X2ftFctZ*=@6CY#Vqkvipp;=rw*IAQxerdSGRxdPIRV2 zJv&Hyx0Vb}J|c)<^G>fnuzJb_hZ}|~U{gnIaKJJ>CVQcDR3s)leb*I)@-j?phvvaL3k3Cv> z|KrrigA0BMkx@qZGhv;Z;t6)_V8%A0CG(|(@EOhoz~bBk#vM7dir?drz^Oesa34dp zh)}N8Em3$j9h|koNx2iuhB*mRPblt$%KuV}X3WHZ=KMal$s%sF^=^9gPgGvot+gYBR_5jF2>0m+A;#V&ZQkgg zG~>wO{VAvFWK7c%=^M_w1=IHF`|loJ(WV3++0Sq}?(e~k(9E4?5oo=!Fw_sl>pTH= zEGrR@E!)i`wm)wru}_;Jdx}Z!F8Xc}dW7zcV$zE>F%^>`<^`B^k=i%UD^Y9fG7#vO zaLM=Y*N*D;YSv>iFqnaPyN=eG3A0N(aEFkb4m5nPws22>oh`-@4RkIwI|PBBuINJzMm5%|XGE)|3 zpW;LY7Ngd21GlW#A4BnQ=`TR(x%Hnlh> zc^@tz*g;roE1Yp~ z%x-oejYNSr)!`*>h_1?8a>gGWfWJ zFZ<+PpZl3YFQ0j5mte6o$qoh9W!fgRlxd6cJGXf2$&9|i7RaPMb|RJsg2HvIN8Bm5 zewjfMy>?~m);FVcJ?Ck=&TDX-XT@vVTY2JpU4==trm}nEJCf%#ABha^FT`7;nwa6E z>2#o8ocUY^Xun0*27>-y?7e4HlUx5bsB#2B5Ebc7ML{|W(jig=X;K9QAtKUykrGM- zDN>^#MOvhb^bS%&4^2W*dJzJIPC_UFQYM_|oc}p9Yd*Yd)_j;X@AHwHy?5?=mtVcE z--dG-)HVES2`8qj9M-C=PSB$be{_9{+qM;SGxrIemWwkq{BhMmg?xJ$NcD!YV4(A| zq_sEQCNUvqU7f;BW!Jro9lCR$Tuv=u)^Hm3HY;_7eaL_{lL|_jcuJI2uxbaQI@P4O z)>qfAsW(%d2W=eady}by(i4Ynb#N}9*SDYlVt~I7wIuNY4*FI;m~h@MGU43o-}?v& zG@7;}_|95I?pb_q*ZehBfbzW1lDi{=@UK%H76Zfua4F=sh$>Y65Sr($MM$NP6TINS z9o$|svm%U`8}cbf-~fLLBk36L7%Lt}>Gl;%?whVr?s0ijJg1NG-XaojpiJy~8HRSh zC_dt=q*~`Gy~^b9zLNkUji^G*X{L^`{$LyrH@|NRJ=0*Sz}`Lv@-zjMXFvz3gAIsC z2^D6Y2+Q>_=;rZdKrysSj;DgI4LN~W^MyRK#=G-1Rgnt&w^k&+FAC|)mP?I}jpDNMan4Mj)?h;xP$+-}W@~0=b|TAnpAL20<~d z?otuqADZimFD^8i-mH1sm#r0=bQW4WtCM48x%doz049F)r8o16}(X^ z!QRazA=WbcxxY+UY^j&$`F#nvdl7JMzZggWPWdhb4J4b7)-O1I90O}_J_NO-?>csBTG5Ps1`Sp-10LTB~MLE!Q#f zCxk1d@20L7Sz!%i3p5*!GUSzV(afS@xy`}+m|Dajyq?>r|@!Z9Dn z9mTmDSU7tFj)MG<0$OGr4BGvg*vMXVTt}Dn9r`c7O!p>|3xVGF7j^w6xg=KzdZNj8 zMw0A^IooV{KH}d(+nVV7$U1O?@NW*u4Rn7NGnBN@AZ@^cU7nvd0h8Hb8+Z6Y^UU+6 zB7_}qvV|o&s>*xDq95Aoq20J#te$k>H1T~;Imvc^yXjZq>M}3S0`>Bn8>K9`cMTlj zTc7F!%L)BgsJM8Cp1TF)iAgqMvR10Nq2K=4DvG!9rWMR0QL9ppKP$e>XX}kxsNWT& zUJ1(SB<~GNGVgIFUgl)Y(-#z)oQ^Dv*!89g?)WU<$Y8e2$lSF3ZFf28YCg`v)<2)J zSXt`!G5Q_OxfBTjP&#a6tC#o^d_dmuRQ&zYpi&QE%T?CLzE??8jibsJ(jv5g`VV%3St9)06@CW4sil^I=jw?0XPs(9_eOf@Fm`>>M z1>%=?S+)|ccQIwYEm|9kb35J?{u;kRnNugZ_P!_h>dwk|b@Wnpnr#Rh3$H-IxDh2H4mAj%jN3;5;cvpqiKKh_z z{DQh}#=`cFZ(=zhcvT$A@8*9QCZ|hMbZ+$-)!288OETbdm9Fme+|dS>P6r5EYBE93r>rI6RJ4e*dnUo5o zj|M=cYCPrwIjR~D&0k6r1!kg6{h_HmWPSyB6EH>c{`rTJC%%v48gH~@<3DA%$T)|a zCRyY{TwFw8CFb8&q}A2}_aKiNxxX_r4e)jTE(w$mz9R)8jv9Y_MnWR1`1s+TyCJWnjr zO-A0`Y>p40Yl$d3h%qLZo^qc~!tFCj1kXz?(bfaPb)Wc(b>+6bL3<~|Re{HQ#;I3R zz|<|B$0ELsmk9*}<0}KCgM}4;1lYB)GB8okDMev>o%g;oS9$3`Fj@ ztr14YEmVGZdDVpX+eAtg>s42s)huhJ=hiCkJq4azdjehDa0OMT_r2qK(c^Yje9R*5 zur_q+h|DPR33~8XjS2TT0Wk%J$Op(4&941MjKFTBcn-~6xo3kd?T;o0LW#I_mHzxfsA`}ln$wV2 zu3QG3DLhAbKSN8oEP)_K9XZU43H~>E$zI@lsR9LC=o!3HHZC3lUWAPE_X%GMYkV zo$9%W?|F+YxF62&7iJjvtZ)lCP?_N@T6b4W9EW@C`lK=zaJ-M8U-6h< zmkH|TzIQtjJ4$oBn?Iq3p143b-c^@M0PE~pGhN@F*95%m04nXz1gyy~zhOGq1rI2Y zz6BmuLw|LH?-Dbz#v4cklJRB{3a4VG=h{+BlwRR#+I=b`n~;V~-&E)FHj8Zv#UtmgK6_C9$LD47bql&)wgMFnI zy5K!hi@Qp?7T5&}6zL&oW0`kmmcD%iCVhFv zAQ0BAK`15Jk<#V0BRSy(e41xfL72+{*)VcJN&lBC_)|MMQr6yq;aX%eOpmy;n`P>% zRccRowT>rw``a0zZ;U`M-;eGzRJryP8T1L zTfm5bx_jpORk%(nlurHVsH89(oofn1`zpilO3x15$gav2|2K^XrEbr%@XLIc31q`n zLnckp34QW$VrNpU1c=XJPHNfpnebc)SSV~htSwJEAn~jd2J5b2GQ8H+FD>AcJ$FxM zn`ViJ^(m18SMm^C22gYG5t|t&&$(?NnTB0Ynt>%P5aP$@o9$~U3)Uh>r3!tmxY^=6 zMkg=_WKd5eKt=X%aDB<&Tp^1m>O*hITp<&xS_#&`x1{Yw?@s^BdH3X;n%?KF6RkFp z>MaHM^-sC|D}^MJ#>Hw#(oZ+~Z1%6|u9nHJ)jTcGV=4P03w&viW3yu20Ajet-DPqb z_3lm~TMcYL3jj=Zt#mo=QE}9^wv{N zm$`WAPZftv5=~XT)?#KM8CuXvzKl{rk>~z>_5L3kWz@UwlG$J564$9O5yG8q*LZcM zVUdA#{2q~7kjZF|K+Rp)0FWZHFRW89?27zQWjPm=4CBLShV(lf^?d!Gsw z^U(p{Fh{6zHZHuf*`ybohs^&Xi|R;u)0tcrZUo;N73HosO72=(0$;LBgd-^=>m+D> z04O3~v%O6|JNgy^j|sa;<$=%q1vu4bY?sxK&qCimMEtiz-JlJ_cmw*b+78_}K+w9) zNKaWr2n1N&tEV^Z{<&+$Y&XlUidAB@15QPfB&t! zFHplgDK*?s#R?i;dQ%P#YDDXT6S(Kbk8U}U(k-hCnm6Zm>o6qI{aoH}Bp}H{g|}198y z0G}Ip&S>6fYDx0+(>A?y^9wuxo^%-odfkYLi7y0FG&kc{YmZF07+1i!9jV~L9oo6R zrL>e`(s2@{=GaX9o`~Jk-kfODz=;?ss>ZHpyOwex^GZ9Jqpx-;HZyZyx6lFZhdLlkKdtw|RgiRIi6+&sq8 z1GhlPlP&gvoPcD5pC(ygT6dHQ_+Wm$mE)LJ$?6;wpLa8p4MT?w& zLC%VZT)RPt`Lag-^YZ(vj~^)+>xK4yga?JoQENPzhkYxC{raUKF1o7_&s?#Zs2xIO34KNX(>{14trjBrHqlebm;vGkE`@af7D zjUC9AYY%}~UsZQ}84$*svG9Gx81uoMXt@4)0i%_8jBiI=cb4JwN>%2kRl9%nO;SN# z`z7isO^-IZ=Z%Su&6J_$X$h1(cX|c7&r7{tdHM~*cFEO2lP&hc&EgwWvmcV=ih7)G zHstd=h$)Ab7;w0&81LkBVeyt{n9O1s2{igkILl@;VLOZa6C zxf~N`slARLXy0@w0d-x2UKT8G{>CMjlA!MBtidoO7ZI?N#Wf_05;8-h75y7;#fd?| zM1N57eo7}Ly9>)<_Omg1z@EMI!KcK|c)4wkGtHC7vTpCL_W|_Bxuv)4*DVz)?8Pi8 z+J$v;6!y?Oi=WD&Y)r$KuWTRb2GjO_-yA))G&uJuTs2cvvNhSwDE3m2RYzEq-U|?= zJVn-d#9O!`as)!h3u-|I5R}3z9EkC4q+ZQBXS7%S?DZGHu^LX;X z%$(s;zQ#{=NB7Kiyy))~N>{=m%Ss;~^b56}Wo`O^B?FL6S~0!1ThIcbxVdFY1=t0d zfQ%?~m93F>Y)(XGva{YA5S*$iD%Bn_P2$%1ws-S-QhCj&<|1U@^U>OF4s>WP$hUlz zbPB))`^_Y~B|ht$(Ef#6$ga271)=U3LE~FRTkTg`*Y`u8oZxZZ_ZMSvFW#EG9L$TF z_PhgSwSdAh1G~e-C*XIFkKecjT_!nSjf++Ak2wyBp~0ggnMVcU>TNIl+EW3=W64qW z$1Y&E0`*LM>iqtX^Q&WyCu9UiWU!^*gNN!_OGCw28AUfqQXtWAkOn14E;Ow`;Re2C z5K>vQai`TtPpAfEw%i?7Kd&j8t+7q&N_6P(=Sy>c3MXDtFhG{pbWHWYWJ}%SF-ku{ z7oTj8o0?aZT{<_)R9>O?JxWK{rSJRgbG-ru&%#G_oI#FSA4o5iWdjQ=!spfEPQH`i5ASohlE+PT+^W8ePO z)TNE)a(?>c{?FtR!3%FoUYR}nr)eIYsa3W&LweS9!kfqEK0MPdrunC7&3QqgPp+@V z4F7!ds%VF2|7t4vGW=g}ZhXH~;Gd?WlqLUnA9>OdbTr59n*ErQ;YQda3e9G*g9(m1vIXo+v z4VuUdS&+k`-_b`V89$fN4nAsHzsAGf`U=A=Nz6)}N4$ zZnmfj4T*kcuL|+T50lGBX|!DXs+QPb7ikv^hYY?g6^(uF7E`gu1-y*SY5>UZ9Vm26 zA}l%7gr!8}@due5_(CpSuTBZGCirmv5tykElhSdk7*Q)F zGOIiJ5xFQp#w!=srel6Z!FarhHh}6z=M^B9a#ZeO8C8VFwm??XFcMy zZoFkB**t=D^p0DV2}=5Gmw65B`u-I+;5TxA7Nycb$?mFZvy4Bco0B4}tARR?mfjp# zrE4Uv<-a}pnAuRXapWZNe$FG3J`ee!V#W;?#PJ$=(>RxTE$Bn=I6NlITIR}A($06R z2uSi_>C@led&NFe4yF&sykIG>9-20Sp>Y+#PejF+p~ut=4^=jK6w5t(*>&}hb|Ehb z=nn1((ctyVstF)um{(w)8n9tG0Xlq+fHpdREOWhkAu#4gC+-(K(k2Bc8AuA*iQ-YKAO!Fly6(hAw%vN2kO`#_zRz7iZRejC z(Pf8yXfnq0aNJCMJkBdB+BUZ)T6Fgpdx+y_y`P<{fyB4^357y*bfZQNUqC#1rQz+0 z^YX!iH4daKumh{jW(XyJ2B>`gl99N?r0L%3He!am_9Be9Z-6GMgDCfJ zJ*w3nZW1{4!xB*|Ti_iSDa8Fm>S-bH+Rk;q3$i^q84Ce!ZVi#apW&Aodt$RI-QEze z0rIU{qN}UEL1^pcx}3_|VB>~IIApOTp=%5UfEuq8;UoL@x@cC`}4#ZjqgV z0Xm;6Dl7#2M~k-Qd<;2X?!L)shr(kyXdJxa^vK5GVE6^>Kd*$uKfTnOg2 zeSzD>5V=e;6Ra_B=5H7uzc1kk{@ryHVN-wXZn`Sm6j3MwP>}cC*8Te6^WM*P%I;`} zp(3Ipi0coy-OPpLz|;~<@B253w^n1nAUDa?s+|iJIA^bK61+0DvVu?tRy{|MOV$8i z4VK!$Z;M4hC~H~k?}@KQz(#FOtmD>mkaq#)XlJ|)3@Mv63`&C zTOnB3;q=0o*RR89jv-MfiG)Xx!VV^Ykf9PjVwjt_nZ`hMDQ2p#OJ@6L`PhK!+6YtN zlEdjFkt(b>ILM~zpxaIwOJgU7dv4Q_g5Pb%KCRgZp^W|2BYJi58DlRAet2sC;@5z~ zDspo>ldCSXrgRm&UCS5257(v+*gjY^jj-NoJ#`J?o@(djT;dtbBir+B8N3;ZM^5{+ zD9&TnAqOOWw`sR^vEHzJ1VI{u61AoGKd7*6mp_+tq{grgNd{*&Fjf>0E~FjLL_SLay4RieZxxEOd^U$ zt$CN!;;0wER#RB*WV6V60Zd?d5=0Z`G z40g5q`?y6wCOY0_{wd_5ObS=z(Rs7qH<3Duu3QMLZ_Mh_mG}Ynstf$aTcnS0GKVhK z`1j~v3W|vgCnsM*nZldVBssg|5XiviaVv>Flufg3=c29x2bb)d3F(O6Q7^M{xLQ_0 zR=*%YatYj|#YL-jEF$9Bk%HV{z@C!XO0yi{C)8geQ%$^YPu)jgQYG<=L|RN@-z5fh z->AeM8zE^Cx9-J{9X2M@yPH;nVLv(;0CJLpjaZ1)tkpi=emV>PtIukc4gj&a3f{5; zT**z&w@c2i`cQdpH~O68Grfjq`d9ts{ieyF=(TVU@yCUPY$*Ot%hXA=8DT`7o1rzJ z{kZ!WtGlKa&(deDT6Gj2=kQAeu*r%dC;pnkkh)*&>buPxuBRGTxixLe6%BDfp^MJk zMePhjTiwTAM3~q7u>?9Z4+;RNDO+BBlFd&Vl!?l^)?DqcCKkDDCxXRBT?3!?%|s4} zl7MlfAP^BVvxS9>c~tqK@-(u^6Now9Z8=h3Tk!{uAVOrwfqqwMVliCM?slm$@fZQ- zN;Y%k_kqVD!hyfxf^9Yl(!<_rknHxGjvX)o0c^Ty>dQpcid^ zZ<*Qw`Q1D7xMt({^8ORLd1)d5nIDo@(j?5>P#%e z!$&0aVZO0)F4Nol7ej-yK1&Xf`tb72oW5cF_}KaQA(u!g)o8(t_3Gq`{n1AtV@~k- zCxx8bc7a%0P~8E{UZGBYS|Kmt>La?l_h!G{yVobomiqp3kmIU!LE zA2cs2{kH*m9<+mghfsAm009ck9`6o1)fMrJVz2JRb&pBL8S`OJHF>o&Sgt6p-K;F= zFKgb5Mo+-znM^p#>!uy=DO=C9q8B85PRW*N_|b4G+G56~5GmCazO0P3e|5xiVkzdh z|J9u(?kL#|FE`#zdGUarver01Qf~LVU|C(#jY_MTz>l{;`$BOXE#1AGtp^x z*~oY-g)tSR|K-`XiHpgzzK8t$4O7PcE`-II^M`e9c_upbW=@DWyp2jS6 z4yFflto^%?k1i%1KWhk~%qFLEYWfI1X3sDRpghXn7YNHP65#*_De2`wDp7H(B7B0q z8b~3hozxQigQA7V2bCge_vZak79ARVT%reh!Q+d})_FM0@7~UnGKuHM5eMV+_4s4N zA_|5Jch@FP)m7PV)BZ;s86aiD5Ukbfo4!@diy4BsDm7qkgp@IcHR_KmjDHS59WvI^ONlt@DN8 zJrleT1Y;Z*LH^@rT=DI-JR)R1Cyue(39kNH=nJ(EhV;Rh4|$FCdh=`w!_U2DTZ?=p z%rV}-<5-KV;{)|>t&-qm>7%F?EYvGpKl|-?!MPe-pl%x|gC1aWYdJ7xYX+0?p_772 zjptm{b!B9?bQp%3f27MvmDCeYDlKckSuX(z^P!5tvm1-LpA5643o6{zsRIS@Sn8_S4L%KjIQ~N1`6*BUC%yqjQY`NkaTa2kwIrD3tWXck zL~J88KO-h(HWS>iawJ(*$6FWFyJC{XA}nKnFqFWuEAeaH%=A>;fnqIo*3Qi= z(REoO^iEA=+;_*yKJ@g13!hE`h8_C^RVnNR*UOw49jLO|yeu`06eOpFpg2>5T_sYm7t3hZ<5(4g9v4UB*YGtAjK9gE#opBT=r$wQFW~ z&NJcGO6#_kAm)BZT_u^we(MGy1p2x1>a+ItwJop;j^ zTUPqfTglM*?KG29E!I*%9y5UKECCQ7fNn#U2Ey_(qzD~CLM`h)R>zqzj?K92hMb-r zC7d)<9cz~IMGW0AcaGg%FP#kEc+q17$_;@^<%fqU98D)qHpVCF%JOIUuTFguth<}? z#gBMjssgS;4)ty+Q*<)$#Aso{HXbc$)xPMv0E(ImS$uNx+@b}ei^5F}HG2?U@buv2 z&P4zbDLBGFT{B>Jy@RxUZNfbJ4avvD@Rq=TCKqq7aVuYe&PEFMuBfo{m29zajyXxC$R&AnrYh%W~f+ zDvWT;AkxKgheRP*OR<1(=wb#}QTs=K^pI%LN6l}C3*@ZO2+u>G0)(t9|Gcre3#*AN z9GTbF$AKhmn52ww%gx`El+N?6-JNh~h$z$xQ4nfhb{v2eiM3b77jQFm8h*W*P;zK+ z1eR&Kp-I7y#z_jt@;@XV7Zw;uCQcgfl>zMvR@6}2x`qWeSNj~#&IXnUKZQ>6O~$wH zf2Cy}e#I7S(!a9bKrKhikoI_mYdZy8?HQv1PHEqzVN~sxsgYh10qs&k&aX%LuM@4#T*GWHoykMW@0-zeTPw3;av(=alcIH zsW|-JmJHYNu~aH-M2xY}>Sl+k=@90?$1ASTEgkt9i1awzHr6*p{WS>w(q0wQpo3tWnpSv6}702g%QD z+tkHexJ)q+M=8#tx2IdW^$#sn@-tx<9j15gcnmz!3wBV-0{i-rO3~;X1&oZm8e1Gz zp?_R?qY+{(ipXK4{x`Dh~I40mWFI-Zd09cR7{>wf9}L`uXG}=Iv{vji=}RULE_w2o~C!_)P$qce&{Uug`*}D9UN! zq+`x^fdOpL>s>b91Bl4-Z$@RwPl?PxL>upLXoxN$>)Nc2!Gz=LkKD%|9n|o#1xfpG z1&;<-f9jhK>kYVY@ZNjc)2QqBT~@-pxOMb^st9+ojWXso?J+{ zIq8JCG>dGsqYzepNbAN=#`)k4LnxDQH}eQH*@FbH$1S<(DW$_=WJ$#-aPJL&dDDxXc+;o22^6$X~k9TvUP^=KdC4~H`v#C`#V<$O?a?`q8Tio|v zpl#3dwstt`bazZwfs+e*pGQb%m*TlicT&fDeI9d1Mne)xvIZx;X!`x`+lS9zaJ)9^ zngQ^oe4EmD<98;%NSZS4t^&<68%R`}W8`WSENky34oY;WMrY6Y)*E#jn3UbmDKVDU zH=pfS*<4$~g;i@Lsr;n@SPp4vUxj16WldYFM+cTb`WXxW(h!Fv|6qb9IF(%r27J7kopE$Zs4t`CPc8&eyDy+dR&d?56dEL z!}uk>jy0)atqZ;~@y3!6>L4%M@JPh0+#qFDzUNl2B@~!)M^Do7>QF!ghPvM_T_)aC;OcNqvG8GS$yhGI znMR*r7u<8{I#E~TVzX3Q;)InOAY6i#{5n4YS|8$L(+2MXzTa^^v?Wr%Qlv7sN5)Cf zh}-?RuIM3>-RFvbea!~PIswEl>6=ka_);qvP|O(WDlo?9LW6tht$Dz3;E}Z&zyG52kdfQ$@Lsrz5j(iKGdEd^`di>o%zXZ>WX%eG}Wfm_v){s|&dTfeTN*@2t zTUHE1aJy6qnT*fv2+HK!YWW2s07UJ(1fc7@MQOpn&^C?Y69=dK)ooF`wzIGb{sbvk zGrxI5pf^QJ)xyW8gNpyLmX0&p?-YB8+7<=g!fWr4ZLYUvcaDh+F!0DxUw%q^|K4D& z$@Mb6#(1r#MNGV~TJwC>j0D8pGLjm19M6K0d_ zg5B+Vg%l1C2D1*E#E?0nANZ3rekpyK9&u_`EU6;-dw3=UA?Ee~i|YfetS3v@$VMSn z87}Iqs!!05BNhBV!e1G9cP(j!+0@MdgsT11GV(4!NazZ*yh8EwWT@x1zt%6c&S>rv zM^jHiJs(QTizw}?5W?~Ok=N>Al;F#NLR|<$X>qxth;zka1UVaeZ0ArjMPZYFmxOib z?zZrqXT?2lLBh+qjGx;)Gc5c1XhS=o9ax8nf9?CNj{(7wG) zYBJ8i0w^8FE32D}YVH0V)trRO?}cLNM&$ zJrkMN3OxpfZ+gT%9M5}Tt*7G{Z?o;9uJ^z)3jyWpAzv*^Yy&uOr~_ukka-kr_V}r4 z+tDt(HyhVcIJJ`w?SP0AwCTlof?(+u|9LD5LGQKBI-(_1sal}6FyKXW@sBK(SB8i( zQ1Ht=_I$FAI;keO5%pqdKI|zc(;{FfAn`Q|yT*w0S*%T}0s}n)cpr3OJUq@b5=1^F zEE39(VDn@vXJBc`&tVsU&ruIX>0b-2`L!l98yR#c)+m1&rNs`uIRPtoS4;johuW6& zAw;RfeaD5%&BO4=&NQt>-W=+IY*2wHeIASp&e$uVqgLz};MWo6hS6~E8?m0aBDj4} zE9S{+wyw=yt{r^h%N+I`+$t~RmuAwm$6GArFD(A!;h5@cwp7s;Wm89_Z-hd_l?%4^1f)s@tB8v%H~98Yk#meq-GXr~&c~>3*1fetx!&#yyEKT{_W`E( z`cotPd;QSgwE#2)R-=EHZ$=Oey5V8sMBX;h$7I4^-6KEZrzQ9w6yEG$UL9=!aWZ#b zIgz~swQl2ca7>CYK74BGq+G)cyrajjW#sH4Y&+~6IO#bunoymkzshUGr0?qzAu_sC zd+B^dS8}fH>#1ugkAGUEXUEh82rHixs$BWX`rN0>=GvPH+qK)~g$zxeNP|DTwwO@a5_>|B0#Oj$x{hhlT z5)3aU8zm1vX7WXyPE~BM)*m*GkwoP|#9Mm}=f0^F1V8Vo?SF90!QH0C(5ofPkPO~k zwCbbdWyGKq_v^(9k5nc7`1l{`WSv>5OHbEbw>t|>hh^GXpa)5{Cz_hwV zJYfAk8)N`8$}Y2n6p&pi-y0cwrEq^uiyS&>(-ygy)`Fo^$G=(s$hLRxwc=>&O@u@N zbHEMw-PSS$2}n8s*8b=t-@P0|>K$ev(+=C*yB5{$o9^3*+=`aYQzhg(fnz{K|1as~ z`~WZs->Besn&NY{e7*+hWQ{(8nohp3zVKrn_X@@EhAeWRjE|^F=fjIsCN(jf|1AOJj?tXgLuQbJ6xW5PTw;JJFp; z?CJ(ysdjDRHNNd^DEf@Uq$MF2!gLF(FI;ybYxUVhkuCYf?)DNABoP~`hM)4aWX{S2 zDWwMNx-20*UswkoQj+spreq9$N?y{4U?6%8$Ly*@%^YLCN_R(5^I@LM>z}8Zs{n4f zcp>g#+07CiS2L0h?+`dJuZPL6aiML9WU)IfGOHrmJr-v$#87m)QxE(tWd^Zyt_=MC z@e^{uuA_Lqubn%%l1?aCt34-~IJAH)|r+uu4O-f;Z3) zTnqJF7h*f&1}?_N59a^na|zL~vUJg)EWMg-(X82P%_w2Sd0Vcld1Bj^^5~-E!dmek}35CIr@J@o* zL-iu`CS>N_5n!HlLQoG-(|p{jdrnDHt1@Zw(D z6siC~H>+fVc9M*3Rn?HqEBmR(7PLj`A6f{E6oQ<4);ayHb5dQDsTpD!cBE|T8otsIEm(G^=$-lI z%}%F%ytTCks<^Q9_X+|AFTDH%>y{p}N|6HHkF+60X7E#e8S&}U-?u4wXT-}jt~MuX zO|sUVMHWId89pi+Apm!KW&rh+E^IUg>>*#bOJ!p z$`}*kPD>ZNX!NxF7u%=5&XmJUwhvGYLj~J%`(#uGIbI!Ng=l+gBE1>rHE?V5ZT|gN zeapRlUCUyW;thTI%BiQnITuIVg0!LT?OsfKdBEevd!)Dgr1w!7@@qLLc{E78Ou_Ya z%&$ZxRDSL|R)i0loqD$v#6 z|BszapAw__;?{=^v74t49_(DoEnJkOJhQE_o8_&}c%nLM6wo2T`ObUVM&`b+tB-X% zU1;Y?%>^giQ1`O(a}x@GA<(47#eOpmwbXPpHhw;@_^zu@%Y)2rLgpwgcsG(J&Qd5?G>oeySRZB$mh+faYq(MVQkUMhe`=q7Dj5~7H4wTo`2La-&OEC*PA{g)sfccY)p&9}Wr>3Er$nbArXoa z@5vp6|J&hzd6qyFCt+SZcU}KpL94;Gx6s8|xfT=Dix{$l|HzBk=<6eteYK4hwl4W| z4(nL+De*d26MCUD^trC#LODE(SL{6)J+-OpoQDFF_IzQH-n8EpT-^{D%EPJV^;WYA!ccTFl86U3~(z089 z?wkGlxrA$-Uts#>MBL76U&i-7NTaW9Sl#Cbhd@iO#y1k?z`iZlgb@b82etf0zsWcw z@>c#yxyPu#lXzc9?HoBxlM@e${syVXq^YPu!8KMVBQ0k2Q7)Tlb270JKPa2f5s zc9wi21o}?iWx6I95<-rSyDj=ZdFisvXd2P|a?Dz2DX(&EJGSn;IWX00LT51w%Einy z7#Moxz1C{nL;p876^>-C9GQMdG7*Q z=&zR+@e6mp5^Ev&|EXih4s1rqA=l{X0;uGjywZ~E=%-|>`>DYs%qc<(Ou|sxy#R{* zEoSw5+uFE`vIR3{D0L_RjKVr^QNd&K6wf}$>)$J`^5WRERtRI}YT=WYJ2sAA~Jf_1B&$i#XX89BA~lZ`DeihY=OX=`Qz!$xZF@gus>}jq@~D zG#wo-{3Vw}px!pB*(OmyaKnO==8c;k?-I!q)C3U57k5bLcN#$9F#W6lbe7z{wilU)ei#bemq zBgmZJ?Lnv%Uk`WXWUAP!BF2tXDd%fF+JRmy4|nLSetH&b97FmAn<3Dbj9VKOJ zMl&f<}saVC-%SF5vi*`rgPi3*joGbiYi~%)Jm81{i$n?58#{; z+sxV%iKo|{N_vyh25QLvI_2I4HsqMUYkiE!f^5>AJ(Ch;M@k!k5A&388?hV@RkJW^=C);K4^)n#}|a1Ml4lvb6Z+ z(s|1LUACFjZQs`WU8VMW_t|>U+kDB_XuBseeM(+7@(SJ$5&}wjTi^(VgBm|Ku5@oO z73K&RJkBQ{B~&tGLg!D&JQ-Nv%*wJ)W2a~kyRaPWwELYY-RqS&Sk9hv8I9v32Pj=9 z2X*ydB^kJt@CJ+?(P2EOXSXh<2MIlqgSaImWTO^lxQ*{0ADA3Gs0@f|np{9XLlU6- zoHBwoYMzJ$J#Bt+ir6JDf^MD!A{!g!+bXzkXbiWV5@lm!p-tisBVD$O)pKxI0$*SF z)G0xII${B=liQ1~^*b|4@W--yf9dH(#3RIVU*ailV5r7n>_j1LeuH)Bp-lXGFAG&? zxPdskp;?^L!xlSL$=H(gXA(k>KPo%uu`{S2e3?fUX804+;|ex@4^3DMdMP8(%Q#7NElC#x4Ja$^@L_u7F$_%aO!dpHTHf#S`UUxjZaa*~_E9Tt|CY^)!$4@_jB%QONO?{@ljisL*;g z!>vlc1@<-(mWH@05#0 zn0&O}$u>}H_5fb>isM|>HoYX!U){mp)4D$3xqL%48`IjEL48^2vA?k&7MDPU06WuG z#@(R1n;)qfDZ{`N8ogJ7UftH+`@JnH88N9A9g#4qlJifOLq31>Av3#*GtXlcjrCh2 zRzqRoUvlIH|8mA+;%?P_%*oE%|F9-z*P*PZpT#&&-uhh4gzlcJGfzhJ3_wr3Q^l=r zeZ7aEahoUJp)VgfBs(DM$Ty3B$)^}qN=nRV+r0FiLjaW)*e-!e&ISBK@~-#@3qzNd z$a^H_hiT>KqKLbNzpx80bgV{`7;IvxL8rND>I-^jDcs1kkYE!ROMW`7){?WsUugNm zCQZxrUQgJ;q>qjWV#E;^)K6Kt zkD5nPZ)1TE8WYB8PDsT76G&-o103RifcK^U-9pIMDnGcew+T5(IUM{zKHK}PoEm#% zGamRIgeM}8xE(1=311h$hOf-3kw-unsSYR=h&sT)0eD;|S*@qP<@sCd6KQEZJ7jck zbd5YUNH4r~rQueR2}|s&|B|WxOE~*q=F**Zgi$j*^ZF0X;!N8w4z=Cn%UE$=QJnCv zcX}SA?^R9aE9<^=a8{NEGMecCmC&C-9U7qQlpTW5aw&!^3#5v}%9?sbv=c?!0?bpu)>@(8tJ zlkoI2n^@1B4KjbW(emlnmg6>`%y5OFz9^i~oD8N7W4 zm)1)#mpH?07Tx@s{l^)G^KRo~3I;N|o94d_{(n0UDJxx33}&gWf7zqw5pC$#Hx&)u znOJG3OO`J1tZipLCDu(X2giJ5sP7DW^6Qt4@Z<2z0kQmw#jw;^z%+xTdUTbrR&R!FEUP;IckLeI7{s}lZs9ziAIf})N5x* z%LB4WuyE*9&@gdF(+YbESpbu7qzcB=n5}GBnW)wT+}#0?-JXL^_uRj2PD4t{mJS*6 zg<(A!G!O-Mo*%I1Wr&{SZ$ZXV^5HbMM;!k;GO#}pYd-vOmbr@(l!j5t7vs{-3?H&r zxC?$oukXW9pldZ*KITqGMtt>Fr~N0ch9u~2F*w6tf^LKmWa(zmHw4hc$OkX0EAJh_ z6c?S-YX6Oa!RLp>sXO+TPRzeOl}k_KJV@>!V}q()$#|i@d`F+3<}~Js-Hp6A$$y_` zrbrr$zgMhT!yA+Ir)1$=4VcQ<0N|>CPAeTGMwn%6w*)tH0b{D{|qwP+%Err z0w3Bu{(lLF^nV?Qj0FAq@nx%OIf z&Chp!=gP@7tb-?pJ^-u>LqqUr|H^TXXwzep%-{st$ER8xODK-15mAZy!0`~b$Y?=*MWDwk~VobVD==MGt!tpTO9W2D&6gcF(67-;Le8C=%QeMi`+z z5}~!N*H@2Q5gTSRb0Irq8Mh6rl&|ur-aP-ar*0*mIt+IHGhN5EM}e~Q+M*=-v}VIL zet)mnMhR66{A-+L$G>xMh+bO1-SuRTfiH}Cn~qrRrqFtU?7x=hV}I}7$g^35aex~4}sf!xKLlvRMGiE z)knX30@|+Ximc+-oyV8&H*?$>Z!hFnLl++)`ecNjdxyWM6c9gxuuyP=mXLG&4DTtn z15ee?6@1{oD31S{o9n4Apiw1b{8t}*P3^pVkh#WPUf1yHqt=gRDn@vEtJ+b|wXgok zpbWOry%SW;U+)sw=H-2g;UkF0WBsnxk5}-yaOkfJ05?a0T9amC%@Lx=+iI1w?6!G5 z<$(U6nq+KVmMI{%(}VEx=_h~Y|C16^n2?g6@ISu-v5AJ_scntuz7_P#CeNhf57bW-(c3O zU+UHcL}HBlD4fFy{|k7N?H^{F+0;AYj^Y=qJlpJ6q*sn|96>KR=01|Vt#_Aks3oG4 zH)c`#!+-Vv=D&83uMg}X|IhgE(0uwv`@Ehl^NZ-dS8;3QKHb=D{DGJ<+hTum4#>X4 zk@texcy<3kPZ@etRNYn4=Gyld&rOTeQ(oBE{W4IlAa?Phd%Ip+lapzTA@fm6-i1@& znS7wFjDPR)n%Cpos+C#fF*i&57S+qIV+3knbIosXLsm|V9(}2orIHE#7LEHCi9L%t zH-FiG2Ma(ZFOmaMc)vce`inn5lX%7a5Xg-f(>dMvAH&EfM$s}4qX&6Z3v7I2jai%E z^kVWwQGm|i1R42pJ!<+PE8u^gen&cL!P-yR90Fea==^jr&{xOs2jJd8){)ZI+lmt?$mBE9*3ct# znEImk6cKbfBcH|XhJ+^VLA*Qa$5iUt|CT2Pa^Jn}1ts>B}6^gViH*xqkl;m+#ecfzJFcVxVbJ;IQjM$CZFPxyVo66XhnQy$ne2flsX{Kak~38 z>n*5#_kD$9q2X*XkJC3E_k$E2IQizUWG;~2bw<0(@|N&wXRKqFgU z$}YlQ5Kwyhq~X5?BfvBx_0sgRq~vs>^XA5lc~SAa%?X_)k~9@##&CJhGbJX`Ei748 zWO+tMgD~#EXD%SV8C#cZ`N9qw!>p*^3=;rnC!w>J+c<>7-Ze- z+KJ6mQKU15X2pcz>7^V+use7E>+gULSTW`bVv?S$CFgxuzO-h;-TigUHU*o++-7#1 zvYk5Egvlwae_b8JP*>Rz2-9KeNw8b4()tDA@r$>?q`(tML;i5ezhKOFybboOuI}7; zt{>ypI9jSzRAzoaKp(U5k32X~1XV1CS@rjRX8Pfu?T^u_nPBpKlA)DVY1?xSjK(OR zdSx)rrX5;UHBUq9v#OI^rUTB-wS%kcG>9F=!$S%R0CngBlJl6vOhC4L*zl*Gn z9`)bUE*>%b;euyQkxitQXWz)%J~{3ZP``lq#O)w;KI7jW2Iw+wRJm+vf_~y_1D7lz zJ)vj&1k;ht!{==M)5%H187mn%aZD@I%T_=K5v*+q9nzPVf3LprLa6>p_BE))P;o|z zuANs*5atjjO$jNz{nNIuBYpNFFU#8L{Ch`GpNxPvAM>$Uu;+E(limF%pHVG9`H^ty z-5Q2J?jP7w!T_W(;M2XJaWh3d3lHTs7H`<*Iu{7C+G0?e;Mn!rvhMSwVqkkX7$}m> zkoiYr2bd()@jN>=69k+x4yO3S2YnWv(#Jet%Sm*zoiuA5+YBY)yWTVSbT7Iei$u*` zJByOk0|twz=qqN4@FJmpLOy;5;`#LP1&}PS>U-5RmUcIJ6YvPjEI(GvZYHMI*1x-O z92k$`dXNQSN&w&e6)n)1sq>b^`}yIM-a$bRq*BNUB3?@_Tg)8^&AJ5uBa@@1_t{_X z3J4P(fARG#wJ%9q)dn?3(yxBU{YI%VHnmokCr;^h%#-I{d1?NvF|ZUMdmI!tocLC! zf5w#$+#$#Siav3%(b7f9?wGsv{O-_Skx~4;2;_ZfFM0a*^w}HyP!kA+3 z@ZHbW>0d!sVylEt>=+hEfSMn-^Eur^%XEp~e~t8fAx zn&Lv{{W~(}37|2qfB4)#b4S4yPAnSmHjJok3uuS=?%kY+AMsPC*Ra?x0GZ)YvV2- z{NZ?gcN`DZm7?A$lh?Z}`gDl0&`DGNCQu|WveAo$x@)AB^H*`r)Uahs_8 zomIRJvEHG-fm2% zH?vh$jwad;6WQI3PAy*l88$cO_i7Dk_8J8O_bULpt7{=2dj;laAJ>egnj$~jy34Q1 z@B|n8xsGe9C6}wnQAh%V{@=5V|2}J^uo!tlGCc0+{SU|wlf?ks{KR7c&!6UH2F)4l zZ3Ol_eK<|0JjF?mx5OZy%fFy4!Lw58(vO9A$@Q;~j!qc0(vXvuInG_)W3L>u_x^=- zqR6igS`kJ@!8SSOEUaQrga;GL2;an-1ql2VhnI7A@vHI1#?n6emn|mOg8Tgei7dGx z6)UBpB0&hg6B7p-$)?8Y-(mRw4PiW{v;kIv6mdZ5d*}bw##1H_WCOVH4k8%RYg}KP zyE3_#P1Gc{#STgvDHC#O&_(tN7O~u{Bkq)DZ@u5`g%;icv|7RYtxg<;_ZAGs599}I$a-gNEg03!DzyDPu z{gI};7V8uu*wBnjN}bU(V^*_xluFd+@HL9vqBsNDdh6+B+{)mchD;#015|9zD*A57 zm|OfKh?7~;>ph9e_Q$Qr4eKg?P%H8p9z+QcaX4cCYWdPm@D4i4HM!O-y&wZ7e*paj z(M1A;=8yT^^_}_MHcW;)^6S?*Q9QtGv7o6#pZLyCPr?7;Bjay?$6kda^Dj3%v|3(9 zJX!hZx1p%EeLqv*tn(2rjK}hl(@VT#1&ATLt6IeL3wtH?asAI|8o7cifkg`ne1DAj z{?Cp6|NV|;$(WQAzW>h(2n?ZBjv)4{`r$^M0X;n{+dIp>%NUCPGPNtUhq*g#2c&%w zGnfp1y~_ptc(3Z`YRdy!T&oi97C}m(uHUFOf1CA@K2(zVkCC1+MaAgn$DYIU;mqln zM(?#$g#Mw0mNqJM|3&#I-f{jH<>S)?JQe@-=Cclbi=&?Aep~R&aHFqmaD3o9O@@Zd zAE!Y1H&c)Q%WtoyD?s5t4}aoUE&pGC1*e0-qyKmVhUjyu{pVC;CGCXI|8X3A{2`3^ zKc~(@8Z$No=h(j z?lt@qX#*uOe-(G{Ha~CSxe`L%mClf;NxwsdoL>RI&zsR&eeqvis0x=SvUNenC~-Nb zJc6=>{yhj+;#|Ud$D^#o9uea z;t^}(WpgucL!tB-Qf@$9s9b83n2&>ZFSk zLj!#1F4x47vz2BO%R@WbyHTiNTrG8Ji!V-r;zDQ;&?pcbR1Nsu!2n0Sz05ADEQZc6 zJ)LjR#5v)|>iSg2$}=o4Tl zEj65hW6$IcxduJy530^0pSQrb1tzX9*Pa=oMc9R%?SRGi4Bu(ku5NP~{G{CT0DMUu z&kxTG7lHq?cwYV->cqzwEgUDCZVhKgCx_nxtzRf!?ls?W?ooZC{`o>4Bm&p$=KNow zBM=_}sW5k8vCev-@JfMgQZBqc&ubGSUPX4@nHSy1@NRqPn#oY{sj z2i>34)9mWQ2b&6Wtm=8v%ac|mSkQx7F1$TxM?roXrOV7JDr#stn=Of8(l{2o@#f(+ zEIpZz-D`sZgfFmsoBxZUrh^*m4@aa^Q_9c+UMsO+j< zck!4F<5Jl*VXdMYOzXJf^n#G-pY^;DMw>K^kvz%{B2DlV$o%&5L*b}C zm6cf=wuRE@YrGYhUc`y(yiM(KFL+6wx$zTIaxD(f?t!zTH1e|b({0XlapThqh?v2I ziU1Z8K7q`VvO~fS@@N0>d2$5MK?Sgyz5smD4+aG0K2980B5&=4UI;JvY9mEPK{2-V znMr|2;`)CE2)bc65szfQdM|2$9_t~OuY!*U~h7HJRtybf7;Rc+zAOj*@)=`oMuSQ zkn_trL_JY@m4cU=76Zsv!{8~UZ#u4>cm^Y4SHUOlFlc4E4kiDbd8csEp3RBSk>gUd zVpIkva*ccjE_bRdly#U?puQU)criohK+o{j6>u_sC!N87;(qOPbbNVsL$HC^KXJkk ze%{o#wG1Q~&9?t5$%vX}|GQY1(wu-sz=(2r6b*z2`T7PQ(~{->fNZq~D$ z@p2N9?dQ*Bl+-794Jyf0hF>N+Dsy;V{F?p@H}6QSReveOcyN55c2cg|Ip}(ggyAWR_d9wVGD`LWVB|i7&wSGY{IpCM&KCg#-grE2AP17N=92Ia#9gA;_ z#M{gU)EP9n6%@);>GPSk|LQdotL%Kvl2@%h>YQC5bF*8hFK1oT-@k=!Tcu1?&L%HY z`@q&g@k3IoS`zCpE7XM2H;4yB;52p}NHYA)^hA5VqGAA`U)Q?;b7Mxw>@X@MGl_rT$5KG!;dJF z>}gerhP6S%R27`!*39`11pD2_KWGb4h%NduQ^0KQzh})lna<_pm*R3x4kO5yEkB^M zjI*|Pxl38zC!8eg2moJ8Tu;?Eb%=bn8+Aj0TOyv_u9XsuC>lu(k9CkT&^^rwv)nayhzTUAF@Ldrx$4%4I4?}6R~azDRNnIj@PjWs8klM0!e#%4eQLCu6OFq==O}H zualII-zTnNLo8e5PWlswlh=66zcVPmmM5Wh&QO>V>vXPq{`IU!)Mtx}i>dnXNLqJw zkloun`F6gbYTOLZP^rs2M+b7!z8hCx5^Qd^KD`$64us)ON__qRVoG-$g(t zK2+PQYml7+)a!dt4iwFAv!{ckcpNu^%VxngaZ=Tf`vmQBJ-+V? z0k`tnAe@$~=B(&4Ckip!s{Z>vi28BuKYEin(3)M-iLAlapvLOquJ-;ufvCKY=4>z4 zwic2a@LQtR>1|~QJ%@1dBTF}KT4N6(q?-;5h;KNH5SQ5qrW9mlt5547i&f_daBv$L zg}7;r8%}3VK?X3T)QhZtYfqOa8os>c(kgR%h6um9+%E|m3OhQ4^`%{Me)H_jX3zV_ z3xHw{N#hFR1RByKA9d0Ko_woqQJ@(|OcPi^6}e$L{4z7Gh&e@(Xcz?8t~cUsz*N`D z8G1Ob8S0C3+DyF8TSZsB_*L>85$+5A{gb|3a!3&%(D0&#h;tiZEcV)AYgw1eeDJy1 zTz^f#l!OZwzxeAil4M5y%U^ZJAOY4 zzfM@V?0!IUXAKtPlNxB_h7C2BVIaU)4Oy;z z+Hh^CiIsv8)U{f_EdRD8(LOIpRVV;daN;AWBZW&u8zXEzeoHK!_3PPXIRAdxTYklm zvkZR%?D#P@v&hcE>o{Ex3&#XSVz$vFw+c(5q$Hy%r$xjtrMS~Adxye>H$PQf z#xiqeWti^Fh&)$JDu^*?ec8!(rw|&k#2G-Qd5(WRbDmbON9SGjGTV<=gI4x0k2CP~ zoW)}=@kaZN4-z|8SGUS@xR}rc6u!E1h3c!)gq$GdN4TSih9_BonTUsXm7_2<%pR|M zvgB2J##;Q_c;{I0!aF;%(!^`ngB%J~QQ9T=Z`TJtai&Xy^=xmBe~2R8N_c3qol=!Y zlxnw=MuZuhO3;9g(n06)5e})u!*4U=u@|DMi(Sy9a);tbQ+y^twk2Cg9OkMjTy3X?QiDX$h|oj9--n zlMmS5yz)YLj)7uIn=cz?5JwrF(C-hcUSv82zn^-@Zn=1O4;im_c@v&0HH(+2lT02R z@vY~%Wq`F_&6K5;GgfVU~SH0|J!wBClY{E#2 zH2Z9Gh<0G1{;Xrc-D!=iFn4eRRyiU@1}ZMQeq{9BhqX6~dUbpIgzYNXoROoH3Fxhn zY~9E&=WvkLJb zL1sPxVY@CmxqdMD_N{Y{Xc|8(f|dpxCX7H4?$xL?`%=$rzwkwLcC=jVW`k(8{Q)g@ z)R3EKQPmo@0iI@i3s85iIR9hKiG=Ib;>d(^?`OuitOj*Y$XW>VTIq{-c`g1A&Wye{ zJHX=DG^3>5Dz@bwIHZA(m#zXzC!G2YP4_Ej9Cb5NmU-Z`mf2CGI2TNxtLug?V^E)l zUBfE!Jo8iu2wp>VlYcsT#>ew1pixa2UOvqb&=I?C^9SsJHQ#BvcbENcD8A22y@Qa(&CW$>}}O)#l_j#F3-k@K9-LG(`Gsp;$!iYG?3fDH3*?!P`YwOq+IiWz&_3% z;RAJ9oIQ#YC56aD3Gc2$z--V;>NeQ4H7)8AS$V~HPYYiMc{ao7`GxV~iB*_lTou<> zOjb_|sjBEFieKW37!`0dZN}IX-muvikF-3|V1J?%c2SRPT}~8o8ggE|(m824>b-)O z7Hp>-4hr#XCs~=60DIQY=Qp_Gx(Mzm=KZ1epx6f>CG1>G;f&vNeOlZ=D#vVIkLfAxa^W8 z-q$JfHCAEua6Wh0foHXLl{CC5ul30W4=WXM@e`Q_ne_l$Mxc?EJ2!N%a8k0#WCd} zPU6sX^9esyuNsA3Pv$_Wvp6mS8%Zad9z+?o&ANxpwxP&ClNQRzht%=u`$zcZg3AK9 zl*4oxC}yYM&N>vs8AY<~XoBk-jXy~_Xdp|g^>!=8TkD)xYusFND`$?_7$X5P&-|jS6bEU}1 zt@QzP^ps?voL_V%wxhAE`dq*OwxtQP3YTj%DiXuA`XW}wgq2#HuY%P{ubj~6p71@k z2D|~DZtedWq+lS}k(2pER%PUnIg>HX|3w0EU}gE-!ceDl?$^;rBd-OOu{$3!;mrb{ zuoN9muZA;iIuhf@bl87Zkm45rDYMzX6VLVe=^Km6`algIMkIL5%$xE)tHsu0(@Y2? zU&W{=+|H}&t;I`=GiIW1WJ4Ya!hbP_;t7iglPXaBt!Btv>h0;Qk zhvn@PP3)iX!*=m@3vd_VZv5R)So&7}255@Vmiy6vaK?eamwHm6PB`~t=J&P~M@4ln zmJ32()ek*^PSat2bsiUcKOa0KyRr;OiWsvZalfzG8Hk5Igms;u(d zcL0gEFAy5&gyFn~Zdq$eQ#>5};_SDC|4^NS5qdnQQWC`^oLH*(F?Qi(0H3aZROHgM zj@i~wGV?J7x2fU$^65cbp6XEx;rRiZyC!qD5u7lYyN1R}*}y>KY{ALtUWbeHvk`HT z0c{To^sKsa#A!*MR;_K{do!VlvprhV(k6!q@jW38|vR z?n%XP$boc7p1klMQQ9Gl59Bdrdul220~?(Hy==maYlZ$>!034*7}7$)=a_?urV+Y% zHP`sW+B%&vk9EUn>iyyaj_=5!m-&Gg_smI#(!|*JZ(MimztmSizY&tl`E7F>^<<1J zJvlF=@y6xXqzxc!$4aH~u>Dk4S|kV27b`#)wwyGFweuUKT~;C^XvJh#I90=MR)au8 zbmwOedc|0Ff3iv|PvkLYr|Vh$r0&9TNkCd0sws_~d#4xFR zy|Qa-lQ7+624(NHtu7&_inW09<0ipn{~UGe{*OI}P&p!5vvlv0#$%o}MHeg@isxCm z5UEzG!7!z`x!$nLN^k{oy7WB(Wod02tgA(`6U-hI4L=H`D(N-JnZ!1xm>Lt0y1k$x z$5vKUm^H?GPG|}@w{6}u<*`^ZUiR75&43Ue*k2xc`WL*zJ4$hV4Nc~^v0Mr&<7!xV zb2eEUu*RJ%3(afdwO>|)Cd=TY3&3v|&C?PtKhGXd$SxzK=mlF~r?%s&V(!zmvC;Kfn=(Im7N94D8 z#j}JnAcbn}UzR^L+A^T7Ka0F?4)uIGbP2{*Z(ONrziE1=#9|rpY%4UFObn95RPZ^5 zGX>&Su{ozZ9V~YCI=koISH3*2{;mraGT6c*P4(1~?%>^|$r0gss--QQU zM4LLz*gDJT<8RX?CEvOn3hPHqfxofSGL9TxQ}*5$<;czD*)p=mzG%H69n3$|&e}W# zenzIYbqEaW+rtpEU&QVdMKb!4l3Nf?(Cyfn-WAQ(rBP%YqI5kf5>kWSqujoro2zI- z7rb||u&|v2U%gfBZFMqm31!N^obxQrkhZ<0&G-DgEY%0$JvcstlTFyXbW0f;!d&*6 zvH$(4nss;Cd3vz|@ajU6^0+Q(kJgH=*`cQx@BAu!Ka5}|qmk18iKw+-m9%av=7rnV z(HA09XTF!$|8CGNcTSr+92PnH6nN&HfkuCgvT|)4Q2%g!pZVB^(>hgEwEW?epSRO6 z5|Rs7Oh;fbPkz1mmi$6JJz?)g75dZr*@Fp{jt2c-d!_BmBJ|OE6v+@bF7)Lw9T(Q8 zWn)n-Mz2Ey>(Xvk{0TlIg^?%qmR$S4_BEYOy2)_rbf_d*BHSHU{ccPVP1{3#V+=!P z?BJ_2f`HqU-qMC2jf3oQFH;Z%;5Cts((de=pmUA%G_g|dTmrVk`BLY%+VwqpIMn$> z-v;7eVh*Y66VH zVN{gEW8>}b^vIY>xXW*dA7Wb_r#s^Na7aJJAg7BM4{A{A_`qbUhI)eeR$7l22tr~8 z@yT?IX+g;EBtLEZ19IV{(h5|9c^=L@E(dk;1Cw9ihgW(k^ZbYUU+=r1ppyOissF_- z+TC#PO=Z5huk1OxDB8wjfv*G|xK+)~*+=dmG4T3oZ03^4=(Mw9HhFJARY*Ea!u*%sD9+1L zbZCU&(w5U7<^(n~n5(!0PpB=_=#FQMq7KmP5S}+a^Zh zWRd06!N*F{xte|iGZ$LgD|KuA1)ghK(Z`tg+b6-HJ_2Ux&XMjkb6OvX#V4fYcb>Mc zVV_N&?|%JwHYAXEX76B%OomEjh_bz_FM~VpPx{l{zZr&OMEt06dv6VPwb_!wn^P_B zE@(-&QecRGH2nEfWTaocge!sUFO3AZmHJ_cTN)8v4Ek3iGtgGkAxf_W9W;Y}5$XH! z$%viT*~(&=A-_&^GTIWJ^hmO()!OQ?7Q(iBUWV~#wOMy-vOcQOy8&9Mh)B5!sqoHt z%iLEnP+Q(VDG$5UTe`q@8WAI&lzwU+hnYJQUj!e8!NJyKdRK9rT5I(!mQSrGWYN&+ z;lXzFj7DkFI*mFC^qy!mfeJ=?<|g8>(aurPr)2BM7{YOv{VB0a#Qt?Yyp(upH;C3l zzN+THsd9#u!*;Quy2*1xQl1A_{h71jdd&G3&o)v{%>)5m2%g~R6cw~Pt##8fnDGgr z4rO11LySJ``ow*A8G`iAqkoF;tn+e5ogv|9P>WDgorO3OVgTi8EF$WOq-D|iM8rb8 zXUKpug3K5ch zRt3Gu=OrSq{3D9Mjp!h>t|K#Al9N=eq-im zMNM$X!b~|KVqWM?bQX0X&(810!D!Fl-*S$7O_auokMlyeBgSjz8uEF?x{GuxHCJMh zt57)!7!9FEg_PP#5r2w?-2gu5c%uM)Fznr|WP{-6T(HS0v3fPzmP@>l>u+uCq4!|e4O|+JQVT!vQs=PaXH?%D;2sDV`ftho#}g!E zc#b7ovR|DarVO`EaJRm<=cSIGe-h;K{E>%_r;Q;Thzs83m6Z|x#8w{*atXTtYh1lB zAG*}@wBd@9+Ala)m{@b`APzE=-9acqg%);h)30ocdOk=ZpckB{Aoo}&d(bKc(8E9| z!R8$;j~DS0m+h@Rk5;cNUu)=`v|)>uV&jpjrmu`YWLF)N0+dnjt^*8KY-|OH0=n%XECtCTy z^tc2W0IQWZ`o!uzf)DEJ_hjm!M`*xQ`BKirYj_#{o!K$)VOV(Es+EOg=?>mL&o$Pk z2q4}M(TIQM$xI0FrUc>h`Dd8Olh?2KQx1PTdCZU3I{DaQxuiLY=-~8e>QH&_bX)nY z7~O#eMnsEN=4*urfrYP2*+ILLA#%cpYH@(4SjnLU-z{B2$)_k-rB)gqy`4;g#s~b> zkr>mlESU}(WT0aUXv>R_8(HQQ&@>MHeUm7@sla_7@9^gOfMhV)3)0>yi;-_-b1XO zM$u=aU=$~Gs|6WF6+D&9qj8yOp8)R{RocG+gtKNDAx>W`&^f;@>g%o!nb=9Pz{)af z2rC8y$aFCcG{7c_?^L{ON}0sZ4l46_&^ktYKfmx!Sk2Ni_@JjtSxHK18fv{eo|}g@ z$oAnx1!Jx!J*Dw{r6TF3`f23DL4*CdPTX|#?rJIJ}e^N&hz;a2VE+M z?;8j{Zxdy=6fRT;qj#iEeD(#;Oe?!NQ%Cmx8$L?~qc7rCQ#_`E)+40$?fA+>OfR4P ziYkdLldk^B|J$e9CVc#}q7pR(NthIAjqF#UOpdW1du4%H$r7A>yaxOj?;H1MhZ=Q@ zWopRFAt0Bmb2_b0f82lh3GtON%weG^c0-+T>b`f%uOAOoYF=l{u1S@=;Ae3&J{vL_ zkj9B>Gc!=n;`>Y_gLzawU$T|)+{Bj#zp0fJR0L2gW3)>H_IBw3jf%vRhvGl;z&FIV zHz=79>kFf?_q5VrGrjT>c3wWS!JM|)(>!eh`hyQOL6>eMXE?m^%*qLLbqZnW{!UxN zJOPfL{4#_Xnr5!hsD90A%g{W6fceQZFPEvxEnlb{%8$NSP7brQ_{#b<`q1_)M95z0GY=*jZ(ri8)d6+I+kGR;W#6yS_d{?^8sKw@e1HCAwV46G>~- z!-7;5X7i>BxXAB1e~l`)FZHODvmbN7DDcpn&r;b*Z#|AylxyGjlfhA8uBv{(TYnHUt%qX-shnSi zh4W;t!UB(w#7|OP5$=SiZ+L;_tC<2v1+L*_nk}f6%ze}hElJpTtxR0A=yf*KF!M(NEyJGaG6Vt}XtPb=zm@+(r#TuwaG&l-0@Cn9s?R z)xD5?KqR%NM2haG^3oQ?4T?6m?k#vfsiE5iMP=qK2+wB!g7Ddw#_W?}wP@SaDNUoX zv+3w?=%hUp3pEs^aynY{h|j_OxyjR)xyPqExg)Mx0UzTeANF+XlJ{bEy0&C_ZgbZf z__#evc2Aj~K}O1?d+ua9ba2g6Cge(j*JP@x-z%gakyeKi_ysOe%}{%iuTxYrDj?Mo zPUyKfb+l}TrRIFb&7cMSJ~IYEp$hj-za?Ae=xt?GjAo>vS3YzftYI-6z(318Mi{de z9+ti@rM>mEQE$N*S*m~SCHA-4SpNCgxpmIN_1<8}{ zPMYV2Z~uml&ob^=l)ed5Jmwwd*#GOSpdK{W20@hQ-uc3?Eco_*7-* z`;hi+dr0ylMny_XiwUoU%~gIvWj#C1bs9AU`Kk}kJbI7|vYT^23iiEPFkGj8}o@Y}Tyndh#=^!BQr zg>BR9C^7V(Mf5@_F_ea#H)@}=goD=8FCoK+M@?Zv3dHLRi2H+O(a0Ej<0X7kiVwFd zr<>gz6rBfh3&)R1hQXX8;t!}0)!ae9?R0%M-?HE+fAI;oKJWA>j){e?9``AX5E5ws13B0q|+fvmJO=D_cf=EGk0B(|)rN9jlIo1GnZ zMkR&RaYX;t16qsle*@ZM%nzS@8iBN>qMnrCe!Fx+%u{I|$FGX4?pRJ*jwH;E40p^$ z|HLkG#kgil$j)rbI>+j~_=OhUegKhMyGiq}c9Ure0vQygA~tv_tTZ0f4Ee~-T>P3k z2df5SqU4|RDcmi_Bz`TDvsJMzk-`s|C2bW1ho7gXDo@p2bn5A$-4Cd+c=(HjSW-z) zx66#Do@3B5_vt@NJCJ--7oVO&^w2>!zmqcIXCX8tYu#S(_Z z=n3B@%osy;t4~&#Pw|?dCHLFj>GP$q+FuGPpqdx(ul^h@(P?zC;ouwv;d17g3T9C@ z#Ow9sT0WDLn9h)p!o;I};n3Je=u29K#oERWk$1-gT^{%)EM8Bp1W3r-UzVeOS!Uxt3&TfT5rm7zy zKVEmrZnZ#<$jArY%`L-bQ*eAov<8-*d&V!|fWC2snugf8c0pKk7{?Gt4qlDGm0u<2 zyzSc~g_oW!CnSBL`^k_6!)<)vVxuaSOOebTne^uUdf(&v&TdaLerkt<> zvO(ONe#eGvbd?7qWxaK3Hm>Wzg8&gi-Pd(WLsLM}f{r<>w`Eznhb7O$*b2Dnh}#^s zL)XJJgd3)~hu*ZD_y@|=nVIlU$DR{`DtWKh0}Z3T`n3Rk7{WN)%Z9mHVP6lISCDT< zmkw|dPg1dMZxCa=?Oh5)qa&GEGC@^f{rOljdQR=C4?95}eSAokV6nCnm4~%=<$WPX^vCkj0Tl>M@zreybTnSa!-jn?`zJ(I_c57qArL!|Wb1-?rQ1n~=YzuIxm#7xVn-s>=* z(1fBoW^9IyuuA;2&#k0-fgK`0@;Lo@(}C>%nn=sX?sx{Ai|>CpEnu z%i)o$5%_phav5P&CvhRz!!v3(>$gtv^r^87C(4+m&C~&}HJy*tqa7mh5kK+v7$M@6 zi4%AZ2CyKFZ*%+1VKF1?H8g0~9lj!;SkO>%9tP^HT+xSj^VH&UeZ5M_Cw}}v%aHMR zc82}S#c&E9?k!r>wkXD!+ebJsLD&Mn^`^nMdS3jie*&W`O zvXY!P5!8p5GvJKDk~5FuEOmIUNfEg>YIWTa-I$ zi_jWP&Dpi0mOiuV6jcbqr-{wE21~vei9t!v8rpESOGvN#-YG*Wiy0u1oN@k|#37mA z;0&{AZINhxO>F9;-g9n5&{Y^=o@@l=Gpn;`pz}7^hP>9+IWqzLSasOfW=G4wLuMYl z5_zBSqvVIdpDX$EB#Xx3*z>Iz$szfMLxqQ+k7Nfj={~|Z!RncO4AjVyE|1#%O`R8u ze7F|WNL8T=;)FLhFSn2q&v3>L&L<4lk?A(Axweqvg6dy0DdjD~_5SdsZ{UD^Z*k_ONM6);*posFsd{ZTB0RY@xu23C|oS-uZHQ@3C9=b!4l2}(LdeSjR_?7OZYzgh|v18 zJwA4ImosMzAD~egi7%6M@lj|Y(srpfSd~3n8>m@Ht92Uc5oQUz~S+6bU z*?9?p9&kr0-+sKi$Kf0#OR^|3T4E7M@a*&lYt{Mh08{r36zUbk)-{(q$4;2BG|thl zXt}#kI6uo zV0!&h+%5R(<8hEnbAaqU1`}jy=k_Bx)o8ruxJ%Wl*+$#C?x*3{ysdDwUf-Ow_X+IK!4|Kg zeTcko>_)#u0UPap&<}LRMY#{F9!EU(%8BolBd0+p3d?LB!oh2HI`>ZLn;{qU>C*{O zA*q2()^X?2q7T~>8@~;F5jjuF=<9@EmE}60igNy)!ykZJgl9O!mlLnE^;8~wIPBhk zozs`ZvJ0tf`z**3%mwMolth*>5X7sXJV4`G^3mE9gm0Wh{lv)32v)%(qK=^3wZ%+h zd9v=5gf&zsWt7ZxKLgEQFnZ#We+X2DJb^3O)>%g)vdBo+8S1M)jiwB^Z>NS)3YG^j zucJmrNGv=aL7-#uG0aY5!376VsXY%I@Sj>DIhxcbb8;KeYhGEzI9u&bv=r06w{y|t zF<&4c6@|cF8%GAoZp|G{g={@t9yz{&9JfOqz0%;Ni`_K(69{3}t2wLE#7fPYXoM>% zFZ)s5`pan(|I5d2+o`qd<7{)Pe1@p?+Vzf)BH?H<*1}v}oj@zMnz`N{Bd5=2S_>xj ztnYx-itmlm=yy}3rvjKW4E4X)^Q5tgF|@TY9QY7JDN6rFpG|54GI!2wwAq*Z zpv>2W>T|;ec>9~U_Y9a5`6WVM_JDLk8v0U**GYEjjW#`urpKY{U0qiVcUS zZdCbcmu&U5?uqchdMgjz2)wEO3Pb{0t0i9wafLJ|+9+|m_GIErk=sO~e>vrFJS#Rq z{@dY~eQg*X?3KhQW+kn4fkXzS_cRe)0f84c3CNIa`r8pW!7&=)J#FYW(9~~NqL6ow z!I`T^qb$J@K{hWw^dtl`;s>S;R7wOfpm@<9$wDt}az&?8o9v9atf?7kxEhLJcbz)> z=>*`?pr-Y6hY?rA!;6UY(|nhDB&tB|?{&shO}%CZP|yqR>*eC*t^YK5vqH@ zNK4O2lRsP{|K?oV>Sq<9Jg!%~BA4t0OqUWUi9K&0T zkuy>lMtYpt9er!`8Qn~t1W*l%^u;?hn;MNl>pyHQdtr7j+a!xLsD7XQLLWbw?IQBX2jA!$P4{JQBRvtu%h60`jn+nNLJrPK@GIw_}Dn+A;Ud(XvOn)QRrk* zP;#N?7742!f~U{{Of10M-+RI?iiq#zY^TyymU>RbYzu}OCz#FFlDm2RbMOi_Q{%{N zxzp4rDFq?mUOnkR{`HKlJwX0d0tY2b{}eiTgC7WtQ<{im4vS_6=C$n8+;8%sb>M_33GmL*PnPOw@tdBq0c!} zG9K31vQPI4ri;JSkupCxf9PCPK(Ypj#q=rxqZEaW#u<}8!V&F_Y64n4L7KTplsS}+ zptINZ@7VJ}r^nYfSWY68*Qlaq>9tU1_rXd*eDCRrpjFyW%Y_A|j2tZ)GbPxEvr_8D z&O8qTJv~&p&WHRat0!OhyV}vZxY#V$hYs59#V;YGxjbdwe-0{(kWtS`pW2QKG_M$M^tSmkW2G=@Mo8%i`-wh%NoyZ`umeKRcXIEH zyFP#K*7Na;^^4rWzireM+I=7+4&hu|vaTH7WK2iK9U-hSgQLGI!#)PbJu>39#3^Pn z9KF3FaR-9%puQ@T&zkZ<8>JrDa903j32a4M_`+X#(iBHleY%+io{G)3Az~i_ZX=i* z1QfG#CGp!j&}v`b2jn`TpBjg>cN~1%lz|*H4g)zu>2-AbWfseR2wtsnjb$Ze)ov zjw22TxCRU;=Uiy>AF#+F*?+1h;0#J;l%qM|H+uuQ+B)9_YXm4(r9%H>?<=8Il}Ps7 zbldJTZ~|Ua{@_7Gu$8N)e%<7HXnKdN;~dzbbcg3=MUlyKDO)D<=8M)& zR~RSq=dDk*x-CJ-nXDd~%_wtr9&hR2(AML0Gjq7Tn|XtmT21qxExH_{~M`P}s;3q3klFg#p>sOiSRa|J<@R{36&nw~MWcLdyt-Bw*J& z4X)jv>cK`!xoFoEg|YZJoSeLlnvBLNo~{U4VtW~W^qDLRlfK;|k;rZJv$`K+H4~g6 zF z4@DsBN6jdG$s(J+Gr2DkkT5^))7+5R$8*0B6C(Xu3arMfwhS|UQ+f!IwP-LIbkrMk zBsYc?2_BnOi6k$>gtPObQ?VnEtb{H4RkkH&X6&9G`^#?rEmWd<35j~VZLM5^ ztZ2Q1^1LQ{?#0f;m`j*dNBs)J<(oN1d;eo-5!I#D3fYU53`dM&BtFU#&h7vbeKe8H z`P#lWzzoPe^3Rq}{LNC$CMxSCMSA=+Ped>K1p|Gc9Yq3kw#SKzbdjG}K)TCg+%?qI zexr1~muZphcG+|7-<8FQ1jc%^L4hszN=|_44pSzdjh|;g@U)ck3H^6%)Z|jW<+P_l zJbd2LP;Zp{NeX+$uqUi+QND>(zKsC%prf(texg4QXhr;-Rcn&6EE_zYN1((zwf(<` zc$@RHFWuy4CVHkO(d5cGBLRH)FV9|q4y>!wctcf8UBm~Q6~h|Wa_SaASSVdfR-LwV zTK><3H1K7(z5F3^Hle4FdBX?vIcjEe%i0TD(NL;-ksP_7|JK*%^|>{AiNfFIEfccl zP=ULoHLA%ukVjAWWOwvU8C|>{EJMLcoQ={{IdW~WXTI<4=_Y5 zL^2QSSG;qY=U}sP0?BT;*7nsqKV)-DZi|8$_I!k*3{B3HfwA&yCCu}~28n7f&+@JHw z=bs$v-|vUWBu;&Nf}?upXkj11q`}TQ=AM^qbMV?@4^b$Yn5D>joQ^x;<0jM47X^Or zJL)Mp_`wS?!3WL$lrDAIGqW*a*o+1df9mej$P=jR@$2Nw689&F;Y{gnyj{ImX-8Wt z(m;FoPfmZ1D9l^rxQKsr*)v5u&?JgoqO9;4qWXF5Q4)y-oy26-#-w>0z^S|!?8W{O zlR3+-43Nuob8rm?pqST+HhF|n=7BuA&}nVzL@gR?Scv^&JMDH*oWtQ9mbgaOw~i7u z;&`X?LU(CI`<53L8WmeFSBJq!=Y~Mc@u!wjsQp$vQJAoXRsGA(rKX4T04u&=rDgtB z0B}zaqny3yi@=}PvkTFixxNK8LMV&d7CVwC=b^lPepvsiEMF!Mv=QYFZ~p@w7!q1E z>}nb}|3U%HpZTK<^yM@ZSs~Uwg1ha5x!v!&fq4I|>x_GSpitEJHCrd>Qxe>#6gLLD{A~&DnzY$S%x|soWJ0rZnU$!%RyP3nulw3)~HGdlf?wIaYq>FgzT3r7x^b zgO5~^6_u?hhsj4WXU!rMja3C3+&IRj)T%$c@9agL1GXW?^;<#zT$+p3-p`B=^RauZ zQey*)$)*1#3LqlJWJQ~e&;6Kz&}O%%K2(CSm@l&RK{K${)3uzx-JiC0hC}>~c!nsW zXpzrf@J~B`sJs*W$Ha54I*%=o+CVspx3;;=wDGf^>F4~EWDYx_Js9A!n^&(N$i+t; zNbGYok|Z>9Ky-qdiDa*I}ko-(|+bQ2Wih)M6y zs2f<$TNE0}pkgp6!RKy}W%Cs9wu$1QnGJ>`c>i2!ro@!hFt>Aa$ zwcopNY`d8C9TI@G;wJ8?PLW#(lxm+Z@9hPjb%tET?ccx{Sp{l_=R>#}bp3FX=!2u; zaq8ZvI64Avu+CT+kwCbwtFQKukhNSr6j-OVT9_bT)BndEf_zfhQbC3qak zzevazb9s#xNC+IfEUI~G==XX$on=%1J$lH6L*xKzDXxtAk;t%`ImmYh%@-Sc_$dLE z>V(jTPnw?9HRtb$wMgBs)sZ?g@OwxlT9@~A;5W~&z{U&M)V69m(_a}DLHvZy2hpPI zDbmM8VMKYOXAG1QdU0Q-aYoG}TrNHLu$5$$duB@r_+MDhp#uiIF1i2ocYzv;LY<|6shdwjGu(`kPDfIqehhDzo#>~?>|9`hQA#W_+e+w5#*Pf7pR2dteJ9V zC%>{ZsL&T<_Cusy&1;p_rj`tc5@ z3~2=UXO-p*oJ&=T0Yz!w-Bpr<6!XNMnj(7ux#@^3CLP@xn!jpt; zr9P4Xx~QP}mca$0Ez>PrI0Xqy1qpP)d2@&d=ae~>5&{y_<#f-u`hr$ka}>Wu#4RA) z@GXE+ORVALHw`)&gAe`zeE0esjH7Xs8<=O@aYbSWE0N8k%KzTU8oV0sws`Wkke^-j zp;{Jn^x+mDB++(_k2NK|Fa*(BWX8tJ8LFSJ+ZXho-3r6ZxO+~TG4glZOd1|xJJKGt zbwhVulqjeCvvf0)bXBC2HC?~EX@>xPh~|>)n});cK63e=4u)W~UZCNKTOOVD1!^OF zFAzk$uR+Z`dIOs;M@DobKN>@FR-Yxv!Zc0Y&IPD2NX0gsOCD7j@BnFfr6tr)F1Z95 zYMAaJk6|3pRusi{$b+V&j>&AH<(j_N#ItkWp6`k)K3_{1AQ8l5NRR;PzMaVnoa$Jv z4p7^-utL2p-O-*=Y*Y+XJcbTB<;&|=KPh$ z*cLO7E+-bdgz<`;{2Nde{AJnd;77YrU{FxSR<33O7Y?Jl>!@{HXs=TN8E~`$ z2<@&r<;@HiJg;fL3*s~g*p4blAceDF%Us7 z14O^07^`MLGFyGr6Mp)(5*kyF&yXf~knB(6hgD8pQTxdPi`uv~r0~Q_7P%^}4=c60QSzcT&lBV;|mLMTyG$WFy%}qC@ zl<$!T)O~6rd2Jgs!x~Qt5CI+%lMF&qG%Y9A%nt*3yt8r9!Y##rm`ADKbgiK4cBax|>#IipH+Wgc zCni7MG)K5W<{E+4!5Zuhj*@_v?qzJZoe6sU5iR`;s28mccxTf@vaa z+R7kCtV=E5B*oC`o!e;B|FQsZH?I$d<3+lgtzIyY%f&oNvY0u|Iz_a+3eJEDjqfiv zCMub48coIt*5RQ_nl`fXJvx$EV|McPgX8njxKzwuM3R8f5xvqkD?$%16nvI+!mhb9 z2S%gw*m{BlTPS_yJN)Rf&2rRUi9On09ug~hVboJp%P&%^hAd{Ny780>I^(1f-C&L?g3YaB(jnW|?cD8ZG()$)GmMXitP2M5@} zu12~7nyH$BryZHWbzdk(fs49)Q6H&X_Z@`)L<>JzOy>zG$<6bGu>^}&_6yxx7rzn7 zMWwv*d3X_U@Q~Eh>f4t@pIUH_-a(Hhb#HnpR!+>gBQd8Jrcy_7Z|+Cv`a1QKVnTTr z(wkCp^TKG77}Uk2yL;Y!mlG#;8VBlJq|;+vlX(8;su8LSY&)vGn<#naMaF3;O|<3W zHy@19$(XL%8}uxCMqvxo9w?lMOwzZ_uE%TE@6=E>51}1;JSDK>Bgr1H zp?AlC_s_;0TcsW+v?m#HTqDR){hyj}cULKV2Cc~hW_u104~4XomEqfBfu;Ec3qTL8 zZ9{ASHFJ+7#=6xRD*hFm$v*sA@v9#etERRq_S4~VGpcsRpkn+c;U*g6T%*3!A}12# zRqrBJ%dXxD56#s2O_UlQa}HWqQhlhp!fKr;=@RP zhr`sdxZKO4n_kBZ)!`A9dk!IEeMBoA!I4oCEV+G z{MvvxgG0ynuR}T91fI$rsN|sS-I6iBwIT32jq%S-1UlWrz2bj@A>CLZ) z5408YM|<XlgjzkHKn~ zw}liE$`WHHsb5U;mN|%He!ahw$1QjuR{AZa~6bDdr5vochrDd=7)vMNWBrP=$*R@6+Y*%v5o=v%m=$b$2IWRetR=R|aaq zaM3ft+IbWlDE5ffJUQ&}MA*>Ji0tq|2xU5EI#ynORqEx{3mB0@C=)#4yzZFa9krYB zw559`>kdK>Up{SZx_hPI!LLb}8>f!S#d(;BbNAXWtN@^OG(Tebs9<$YliqaKGdrz2 z9W-r$%@NYMIVbC={qV9HDT;srwvYDMVY2>;GRk&M@9Mr7&Xs~72#p6KdX`lLaGx9w+SMA zpN|4GwS|e~4O$@~?n}h&7wykB%Uva>@WBZyh=h3UoK|m#5w{K%v1mQ z@s{X88Bd#ZOKS|yuvjyA9kWkU?-wz$i)aS9PC8US49#?*@VD)Fm016a9(3j5Ph!KT zH+Bn)`@;(7Zw1kURTadj1u2p#e}yP+O}7#<_G4k)kGI>`>s8T(t}9CPjCj=FPR5e`QqPHe1!a^0!-@kQ1bAiTm*qY^ zA3rDeku}LZ$Eg>+(H6I2EB^SGvZiQVm>RWi+*JR=)9+XO)@EUX+o$5C4;Wcrf9#6k zss8g>x2qqe7imGGm?@`<@N@TMMs3jx9F0JK+*DYubp3GpRzC-_D&wo!jF&F>Epx~- zPyhPeU1{5?9rW{)a@LyQ{nt@pI~i;ADOC_dPV+8^ENmU91`#$fe2-W`-)b|JdU*?NNt1#{hDX8%3Wv@(gC&&BGJ0=9cambKyXX_1HM3 z6*wGyUX7ypb^fqU`pM-1rL#tGoA38{uv_=F*s-~WW$Fur9iz8(HpMbR4n<#-TLxUP zg&XGk)OxCW9`ArOFU8`M8utweYYl?$JC<+Jt|~MXEsXxvoitK!@Y_or!35>3Yfth8 z8v4XDlb`3N46zNpm$MI1wd2!yq;aAZi+}}V6M-0ZEQ?w`I=pXWfGH-8BGNbqkWsO_ zS9D&*^6i-^_A|Vz*amM=ES;$${gzjD8KzRWGN~!F=(4@bwR}^<{V^33)N4NS)H2Rz zut_Te4r@tI@%;+%ev>cOgSn2LN?l;p%ausho(xA7D92A7H}inHgy}02@|=xs9dwga zS)x938kfJvI{>*CofDcmj=?B4t_f%DdjA{;q#?>2TpXI;3Mz$zbKsSIE4}X={{NUE zGVQ}P%0czJx!zgq;nI*$ZjDYqP8lr>c^c%nW-LLxg92GXQeI+5p!GW+3i9-YwDCRr z!GM7wtj6Dg|LC$7`c#PNlAQD`kv%Aq;; z*hp#(lP@+E5)IVsqTF=vere=5QZ$z2&qp`CI-FExgz<>T+*-?B{?L9(1Ht1v-C{Zw zB9dBwf4PLoowGQ zLETn6CC0Js*J$A@R3YNjBy4*i!#lwwJiB44ha9mN+`@~mDUA#wefv`46s!Gr#k$1l zfaf{`aFq2p)yhqQneAkeTBO+NYSu6gg*qJk35qNHQhCIz!<-nD-Bq-O%WK+NLMOxi zv@PFOQY?#bjqJug7~AJwqN;tLvwO~Ifn-@AJdVy0J&h2V);a;R#DCl2+^-#hab*QV zMfs3|Bh^WryOMbi97%{uCt@ly-CfL*dhZ%pcG;S%9lBjgEW=#68V)w$<8!4k*E9tc z!cv5%*I7>hi-!f;L}90B)eJmdAH)fm5r;Fl=H-62-fy;^_!4!u6p)+A@bgXnK#7r? zd%P}_yI!CmW7A&2;2wjoj(n3n#qDQomCeESzO*QZn2x5xy}G)OND#uiXv2Y8fpJZ* zOpL1+gawlY?T0DTggmPjfO8`nuiy_LL3^Zy=TfI)Dnt?1+ja9%Km6{buAUUCqED``^b#cQ_H|AvnuivGm!lnom=(t{<~D_qAea2yU_wPXH{VlmK2dnqJaj` zdepf3FR&=)*Esk;Fcj;q2b>1$h4efbljw1htOiivX;87qV~gcF#czH`$<18OUaa9q z1fx$fhry02^fb9|8&T}mU|nLls8`xQ)lq+~W1jUAX4XUFsp;`HyC2iMg0gf`-J;Ux|@!s?3 zIIp&|U2&et6vaWC@^0RPA)>$mu=k8luY4Q%JB*m=1o$i{s*y2fOwpWyO)T_gHJt&@ z1O83Cnu!wSlexlni5=}b!$R;2;=!KohD7(eq5;^ue6d`^@k&8JZh3!6wAYFFhc{>* zPa*G=#)$rWVPac)+S75K-QjwjSH@!E+M2fvge4~91`H+OOo4GcIy|Q4-9q(0qOC5M zb@2OaLA}V&t~aA<1P@lPPQ{%j`Fme@o|n!)7kuL+9tyX_U9yPf{ge87yNt&>I*jL+#M@!@S7V=OX`a z`%HuAwTR_{%pNN(u7{6bkyr}gKnn;S_Vm(--^&lrtf&GUEO*F8A(qrEsK|#qN!Q9p zyO(W9^m2|sKl>$eZ!Y&9obXyPE?Z9IUaw4P%dRbmayg+|xJ=^i~URJrx$P=0Z>eNcXJ7V??E zSE4o{vT6D?CdI1_6dtiu3bos=ed@!1wi*uht_^2h56K-SEQ>F@`q^LRRIIED0r*A) zSB{+inl8gTx%pSbswM_D8Y=efy80R3 zl|&1a)QwO;i|+zCv1D*)Y_pMwA(z}kQc^L(XRmyFSUe!chsfH~6eOpO)~aQ;_Qw#= zurtKa;~q8Zt0H5W<=|Mkk+qGy0#(j_dbwS~iIbEsSZq4@V>>^RP~@QY6mtUBmKMbe zH=u=-dwqrkJn_!s-dP>}R#1rDXP3{$4GiNO_&7UlOhCkqk-R$n_<20zRZNdi4Cioc zU%-gQ7TlBei9D={;{z&btrE(C@KCD|4!=?JOmlaA!e%9&xt^}Lg}64 zMtxvRHoK;Fh5$chCjyfKpvV#|w$dv$cfk_Yf1HGYrSeuHv}OukdI8xgA}&G{*&WU# z5UWJ~;|epS8o@&=EKqeHRY&U^?C2yj+JmT(1HR!e3V|L}b7s?5?lPNk%3Q{W^+z`i zS(qy>OJ>7-?y5}>cl<5EKr`v$nKcyRym+(|s0=&MhAyOZQBx!n zonhI-{Ca=H$m-3=hpDSxdzt2r!A8g7SyMPD4sCxs0V#Ky68jBxA_H8gtHQR|f1~kC zh+45LqRI{4*O;^@eI7tekb6C&WIU`4ioj#V-mCWQ{>6g3L|ps&Cb=2;T-wDeRc6$} z@lMys-}30?E3*bgdyYHy$CE?dP|oDbbQ-)?jf*LkLJbG;HV+mi_w!zOp8bzT@~9}+ z5chZ6Pon5MR7d&#AFQ)L)byq!Ur<7=*J_7>N>Ga5{)^M|<#$q}H`y&t{fKWkB|#h2 zSi_jcruND`dUIxW8YR;^N6m{wGutv=c1^XnSXjJJ>CZvX8sXi)kE*j zF7p*~%Ll5%l&;wx&hwYq4vjMI>2@?Z16rbw5E3WSs^J=5RDp02uLUv=lQD3%O+nwc z7My|!cZ7dK4bP{2rUYZs;bL1h5gd8&q+MuhlokF!&inqetsu?Sc3hm*5(UjyeDfuS z;TaHDeaR#wS!QxU3cBn+4Zf?)QcFnAvK-bn3Q&~v?Ls?e-e;a+5d6To@9T^A z`|<8)qVuwFC5@JyX(H%84b6GO5Av(>o7>XWoS3!iKrFTEm_I8ZAhUo$n?Q)jwArTN zo5+@j1f7Qr+TEH@BNg})iM?4n34`-|>S-f`q+ zTg_a>o7M`S@A#+AS?$}MiOc?5j7x@W8%9+vsVzW%jWaUxV-r&^R7Z&vR>Qdn4ThVr z+|wjaRBD+l7I785Hw?6dJ!lh`atsgeAM&wtgYC5bhj#TJ+4O>7Qx-Y#SRwH}l1u8n z*n2tzi=%ADUV^G@Pnl3Y(kg1CoP>Pxhei(02SB7|1cq@!3D(r#?19R< zx0%0QG?VbQY7tHOGEH($;M7)xY2Y$|pVg-B*3ciR0iW6#^N$~=36RWBl%RH7@}+B5 zdJ1$czZG>NJDXlg3nhY%D<>6I^M5^u?cCM@PmSJZhN1q-7mn(AAp{XY2qp%Hqk%={ zO}4!HW%bpM$5s4$00~jiLx0r!2Ni}}pOm3okZ#V3LBni30mXO+N(be|aaCPx3-~yV zt4t+{eop497ym>gDUA0NSavuk8$xS=k(0RJhJMyY7_?T5>MQbWo3lUM4s{|goM0lvfW=k z{DMyjx2~(y>g<_}P0H;d(33RDoR&{5GYYdiIxjzF;YtpqkXqOvR4Z z0UG`ki}V71`F-EZC1aDbMfv!Z>{T{mAPl|Opxv*1%zV0|-s`FNgcoEA6WI&x#MD!` zNh2S%Z!Pr{Hna(&FBER1ogM4phCfV+7=CFgIl&N(Wt3jK*gKjh3o9!L`({lcgb%I! z986HGZE-Hre={c=JaU{$&TqpCew$Tt)AUmRmeN2~680U-i=~S(DaWy93S<$;vImbPY}_CSYuZ+d2GXm8u;mLAXqIr`D|*G$WQxe1048DRqJin7ZhNm0Kd z@B4xF#YQD{0D9H87Q$TJe_7xOju(z{ZIXG(A?r0qn~=>iZb(f8J~!{(Lz3hjC2c-G zF^QhYr2Hs1-q5=5YiL>PEr4>?LTeerZ|1NWU3;d*h&jrn|OJ904_ z0`}MKxM=(7N}=zn3^biFq*)z)9h_@AGTw{DZ}ApxRo@)VJ3RfdqmF9$@oOrTXffIg zKoqqSg6$kzNhy|KlDlHM-z;KHn?##fb1MYTt+Wo9&SK}%%jLF| zlZ&s7)jN8;2eJZH@D8RZa~_{1;G&M+MdPunZv1#9eG=ArBW1$~UKP7Q>5tPKO?dNDC= z~ECQkdP;r%9sh=b{)6-4c}X~0ZmVJ1`ZMG z#mp8I@py~CQ&A$<+QEmB%Or|ad}_37wmE^d*G`z(PArlzk7u_~%{J)6t60G(;4%SF z+0$0y<;GS=l`=A5AY;k5>YO@j5Qk}?-Vvj2Aj>^%UAKQA@`7EIFb}QJCEf8|6or*T z^l&xVe&P02NOx?SDWCE0MGNP3g|XUGH#~izQES&7XhhDrx4~dQWHWec;K0LA&c;=< zVXh7)eB!?X**Yd#Kn99fFgS*JKuVy-VH8qP)2fKh=whu`R;>SM7cXB+PJRP8b{i|7^THrklHm7$SlQkeROnI;HS)f{n>t*-3d>Xi&{2fRB%)ux) z>K%v-_=-ah^naFrEZXHysnq6!5)jfhpUKNoqQ2K4BhwDrODWQ1+llU(DM}F}>Z#BW zS`~Pr#QyRm@w|1MVqTZXjJ0y8ST0Ab8Xik#;>FJI+FwHZZIBRgiXGrKioJSMhE5R~ z6j!Hj1Wt-%hQa%zs!+3~MeC@E)&=NQ2p8l>Z;X@i;)x_`;N3CZGPxHFd4z4(pJ{hx-zSK&soPq) z-#`%UJWm^N*$&4I$|Xi`>2SyddK-HG9MAxJc7Dus0-FIOIlCybIaTM$7hFI6z4a=4 zx+7`O6v*^h2;oDLSJreSoNxrHd!EElPsQvob0IRbxqHQVgtEeRXI?WU=j@rEAM?IN z$RxpjaG{dtV!-@H(Z8I)t(9L{FgH5&o$pUhlWOW41{X3Q`tHDd?0H&DdiT&*_G`m9 z+)w5ZOotisNP$l3$bJ33YT4wlOBs=@eV^vZPE|VG_rW4&^wnJfy8$a34Zol zts!7uUvo zLbn~5^ghqkM0=qZL=lowmq~5a+s`tqk5GIaDKbSKx$LL(%O3urRu2*YnR?F-*Ax7d z-DgO-kXE=bvJnyY6cvL-hKXTq#T%n`PHH*XYR)a2ZuP!Z3=uFMIEV@o%3~@^q$!mu z)W@OuwnP7EhWx9B3KIS4D=)8zZ*3dCRk_=`V*VkV1AT2McDb*^KdUx_nI1Gc3#e=_ zk^^V_1ecfu4WHC{l@oS8n*ODtA!}`<0u0d)QzAD>a@swiOrF_Df*lyOt`CQcO5n6w z8>XIWD&N2Zmlls2fop3nZQaI^Aw$_UebLRW`I&9ATB84$#d5uxXLA;iG_K}k=TsWI zD4Mr4pu+iiSXKvxVk$^N`+0%UvPQpsLV1a%;82*?-+ivM5@Rw~)k|*_e$qdmI3T?+ z@q6)ZtLyJK0o?toMao07eiL^$()1LJ4DDZ4NAE6-1q7(Xz*Pn{12!J&nS7!L-;-{Y zw_jMO6Tu}GsHdBy9g-)ZcxyE!bq}dB{3bF~G(YvIHf`7BPfs6pqU|BI-)B0guWu=H z6^))wO_F`^0EgEhNQrxU*bP=YjZ~EG2S|eFgJO_R<25rHXM1aI9aa#~RRqP5R-OTT25=_m_R^hpXNb5A}GyU&n;OC1zgzK z3$h=RVE{41rw^&=x~{nI2GJ{fwsre*7B(xti+@zG8~>vV%@K1Yrdch~PWuhcUipc} zuBf`6&DZ}NdJ+Cuzr{m6^@XWO2|fCqj&jAslXO8m;cMf#Ysn8V`2t<;P)5z>q-VRV z7YkB$v|!c2sNfWWNSju~3=o!re+2KB_dXvKI`6G}6>_AvAiqD+hJBgz&IFpEv=ZOgaU;U1exF|=P+CmA7+h{j15Fm2Y3F2$qC1JDAMnO}H zwFJny(9*+s29BK@d1MPautI}wC=_JpIwzwZ#>PHh+`P5V8Z-GdU%%{7^~VwZQL#Ak zj{OhOhe7D=hrxt!+H5dmu!Q}WiQ_*>!)zvI!?pFpw&2n(jN$1GSgjc&Pb52WChe<& z{xokM6NUjfM`nYt87J&!)-*VcM{~A`;KJ*K=F>DzZ07cm9Sq^1LjeR|ZD-;Wpknau z8s*!oPIKfi-$_>E*z1%AM6e65)y3lek?|vbB)LHZ^mdo!O|vGQp1OpV1>lWd*NXvC z0OjJ}yRoyUb8sj@_o*};p3d4Wo&Dp?EYC>)Ov?P7aKd!{fd8rw`?pto=izbPox-n7 zNLY6E49y2L&yupr3w+95uhP^Af$y1+MZy1ZkQj>))gv|xYDPb5(KnZ3$oGEp%ZUFe zR0Dbp3?VS8m4pE-s?JZ9H5#w=3u}f52wV`gzGX+!=hy~chLRy;s=-1}GCh$(bwm2_ ztoja&;91+(i4I(Egc4-N+n>|RONP~6H8)6DZSTy5I1bL~{&W?Q@l-S1fY#@uQe1xt zjU*JYm?z6D{S!{EodVzBobg?a&#yMZKXl=F^O61;5&|b1z;zn@=KC?gqo|Hi-Xi3& zwBvC|=KhdbY-z!jz-ks4T@nB2ru+z*0EFvH(l8Y`B4a9)5Nx?)} zyx-Lwq)Fpq6%~*|dJgBIX@!i`bn7RoJp0q**Lb>$Mft!m?xq6^K@-8Qi8VOfgZI5^ z2-2^-9fIXq9~)9!u*0r^ZlBvYb>igI1H*9XoXVM+h4~Txz7j#xj+`-gy`f)E5VHG~ z%vpEnu|J4LgtA)i6tIQKFVuf9-2^Mh?8+|19+4e(6gH{8A;r3kV{ zpicm0LbXHD6GscxHlJi6A121w2{f@htgQ#5Z^fv3hji#@I@c$P$Q%6%sP5p}GLNKX z_Ge!&<9+as#7AR`w9H=blwka=Lkn)$!gaZX`uxk$U4Qt!W&a~O$E6x)6ep3!*-O0{u3Nw25!)^6Ujq) z=6{M$oE5l8G3lansHN->5E;`vs!y2D^zAu(9{VWJ)`R>sDgH@vEnDSuQ)_17JWSJB zTC;>*bQ$&^*fZ9*)LrBI@Z<|(KvVOJNnnF!;v{J;SUG{-;rNf+=4$C%p$~PrCIdVO zu3SB2I)KGpX>-yV*=^=+FU$&lyigf8@qW!MKiG=*)y>`y{>eT`%r7o~>)~`ssk%$I zM=rjrRvgQdE<87NVVf=1qlw5q!SZs%?uc+1zfH-nN)AB=d-%@q$ht-b29C9mKc)q7 zD)D+QQOt-tZ0{%y!GVrb78`AtQJYniPYLO{&zIl-rC*+vekjzah(Jlx=lhMpW( zkaybIs`hx+Y~s67msrmF-luJP<9kv-qNo6caw@a$B*i2==)Tj!C!Gs@-r@aP$P&|r z!h|%ezSJ}>C>l?}mGGjYk_JJ_&SE*{?MgoQB>}VtZ9Tx+5TB3J?ljzEq5k#Qq>@1U z`S~WmG4&-ztiI!}08wo&hci`4&hQtb)h{#~&SA4&xTE=!MIb=ePCsME`L1tI6(ZN1iM`k?1D+)`O!9+>R02+%Cm3KNQ$MC=#mM&d;r!{R&@UZeQ3THi4ZZx9Zz8DwloCkIoaoU~Z%%#ecZz=aVi;^OHh23=<^mzv zb|L+{(lSz)d_EZhGX4j){PfJQ+gq0{ zW*9upv6cr3dBIcZ#F@C8ah(u{dGKtk@jEwOHU6aRm2$yItA+CE7as?<(@qOxz9cIe z1P^K?Es+eM+ks>`FQQhg&!w59RtW9}R?av7$Pgk`jS+Z<$nV{Phmr8gi}FJ zNY>j6ZMl*bGSL!TT35stWvr4?^chYwACXb25Kh$Jdr_FQ{-G7(|gf{v(5ZbHLV_-6M$mH>q0p-Leb8RvWn{ z)c6)1iNAgKS4_3{mGq8aNjk2G@llKAt!V9l$O&f(q~Kw^xLrO_$O_` zkMmbUe3$p#a9Yrk*F4_ss>}VxN!Oj540zlRqGN@001<_3OKz|E2<$YauE0ZIthQsP z56@k|Z{Tox_;?!E_-Jwd2FNJ&t3OMCYY)5%pS#zNYHXPHqjM-~VAa5~U=Cgy2+~yV zBVyHf1L?haQU9MyB2Ih^AFVK}^w;Fi%8U|110~+iYNPr8xiH{UZnZO_s$Qi2_r4|n zbKkkkgSrGzrCLIPS6To6uJmC|;=eN;8hy9+oakzCiDSiZdbcE4qkdIMCo58p4Av{8 zv8ZJ#A>QSBsUFR+2;}}XBS0Um55vLqtYgjO@{hDSt8-b? zvX`jJZ|pgX`YNyb-kzW@OnF3s*%gb=D(E3j%vbWrr$W4W0>oeWjyoPPkOsU(hS1rf z)K&pZlEGdfvK&mHvFAzR!uo-{`?tI;^7+hn@#iVFYy}@{{gxx1ZFjJka|g)8b`Dje z@=nciyHiR*Tb7Y4!ai49T>hw~^7t4)3WauAgxlj6jqFcMhyeSy>D}~CayL&=E$8A? z61ztSwjcjff=7e#sm)To%a@KXH!FV5RquW+j}1#2Ok%!F38+x^EGl+*a`v7+>G~D* zq{rhxkFX5pGxu##&|=ob31sTB&qZz*>=FBZUXTxM@{@vp zbC?_ zCB-ti5;5HSH1`Yc(f2G}yW&GXwr3@0Aqox|AMK=&xtq?#40ENytM174#rP4(I_<&}SY$vzjxE1nQxNVE$(V7n>GGaQgJ>nfD_*v?|+*{e!g~3M) zf<9KlFe2z45P6+CQTJK-PT=P&m~wHB#C6-?fBKs&pq{ZzAi4fuyM&CrhUl&xF*_gR z{j>CdU~JIFM4Oi7cH$vv#Bj}H!=tT*VNzAaz*pH14mckKs_f(2cROfW=E*x~+<{9p zD9U+1>c;H_+oI$OI%!m4$h=Lm#vs)D;efZ5I@z;4OrVK#uA*To_te51oJjt(81y@r zJ_6XkPcH@hYX|0jU+M7xM@$uSx&O1uH!dFzHS8WcNI0Ls--t!mXh`NgEWO;Jj=P9g zc`Qlc5HJhgo8EqwIYHB!e?JNdMDM!am22zEeR%jer?_<-`t6Z|?U?IGA@er{Rx;g@ zD!VN1AsL%CQYfjOtu0L{R6f-C3)>7hDUMY#IqKbpFgIVl)s{ygNw;kO>2E>vWa8Bp%Tm7`uL-;70Ykc z%BB_;>42_?9rCNAC(&5_;k4d|(?#Op_kj50>{m|Yx^vzMQMTDIq9gzGtoZ}3N)ypO zl3*eREmt88U9+GTXAw~&gnVrjUc;+5=9?<~`H=^_jJ+AFjJ$^T3x*^ z{2+lvP@3zX9>4y($NxU-5hrOmnAEQ=tnnX#mV^x=!>>h7v?YTVI0D*bXmGUsqKm*y zuU_b3y`aXhUqD%$@?f+)twkCioqXo`0M{*l)6S}1jxAk|NtGl9UVia_0h{Upc2g6D z(W8nsZ%=Ho8#rR*=(}VUszq<@j_|a_z-4!8XkJoUr0M494s6~Z0^r6e?oUrXF50oS z92iURu#at{V*Q}_#`c-dC&WCG_JPlRSkbRUP3x~x))oHd<1&Cb&(>A10L}hER$7Xc ziqHr280AES7v5V}Tx9^-2Z;^HEyj_6>n*q1m;Y*Q)#gDeF+k=J#*xogDrElV6O~;G z%&k&R*TH~|1d_xd=p@Qt&t$dsJzthCpCgIQFsupzy&Z%KlmUDY-IKgBkhA(R$m#_Y ze^Ack3Oe~h;}2)j@4S+DFys!w0YPowtllHRC}ckfg_s7Rtis)3{0S8fLH}+=_CYG1 z60v-a^fm%UsHG%-)3bmg%Q)?zm&!q*OmP^w9aL$mzfJi<3W;!D6Foi(#9^f>ZPV4c zvZIrK$4ailYL5RHqX>wbpYU66ko7lKP#hMaG%KcZ7_VTmZi^wFHWfkWBjq_v!k0Y8 zK}ER-)4~zIU$W-D>>yRf&{-!^=X_U|@=6yMiw&33^Ceask=_TMBHtR~Y#wp~?znPn z%0S(EthXxDe=N!0{r8mqw_ha#G5eY7*TRXFxc{{L7~IEscsYVA=&JRKWgm{_gx2(Y z5*bSH@?VfXAh3zx|5JF7XTkLKv8ey=_fsWLx@&PdxDRgtQ-3P;J|4bi&9a1ddb7Q+ z90=w7QO6vKwVu>##tb5f{`IMpii10A`!03Y%oL<*?_f~~mQ5ljC}>9RT#1)Krrnn9$R_TupTtU6@)FXHpph`^}_|Dd+;0 zI16q@_7TPNKeWKnE4JQAcA%%PR#=)d!EpS#4CPNwF}`mU=9Mf#=ze@^HV}kXJu`fFFe6?X)TU zO5!k_`(Wts_gqPbH+nQ1l`xq)7rNx(%`ykRcHVE+D%3G4x_xd8soL`nsLC3gGQmtv z0|`T&f8V4EF*rln{J;M4TEIx{jA+v!AuNZJ>H>XVU9m;T|4oB^`Bd3yaGW&wkD#(` z$4aDFm%*Dgx+fQs*~WTvpeE=3m0L^A?0L6?TjP3YJi!MH2i%+-d1~E5n|({2p_xG# z;tNgBYfR$6=d^2I_8z^>Olh_I>hr_3GQi2(>e-_<4E+#HrwC1j@|Rz`-oZq2=MLq^L=Cfhi7-_;D+5p;Q;r3wmGSW7WRP2a+L<7v^_)2c zAqXRRS3@{3yFN%K^6$eH4x&xzr8xilk%l8=zgO^48Xg<-J`ZJT4yEjSf;T+z|Md{6 zmwa-?=syMdAnsTUL2jXL-s)DYM*nUf=*!za$xFnRv@C7q@mCIh>h`xCt%$kTW=0wJ zuA0Dh^_uZF#v5*}C_|1k*9#m=>SF%V$)v7P>{ES^@t*KV*uceX!L1PMWu6S5U36SBwL}T!oMq)kYxV9M z+(1U7(Cmy=-Z=bWSiW^ zpGb9+CmYU#p*t{{Jwsq%8#KuiWb%afM9q)%9Y$eNfkFvIb^s*zmk5?QWOAs{jJug$9F7)L;wIXC$3NmK{RL*$l0^7j+TV6u8$;BSk^EKo7o8VTr#&`_D%Jo`I@PXj+|d2rfo?09;m$S z61#+jIAG{5k>gxSjLK98oX^&bRewo&t*%)?Qo`~H9TXvc^>H|)*xChyy?hY;hp}}pKWk|#tJS=DCfj>~&4`gKhJz_P zA`&ZuY-U0h-;AQVcFkgdGeU9yiymQIm$5q1N3mP1cqEV}?I+h$MhWvB!GoL)LG};S z?RkJx+DZ-ROeMXoFJvq+_MP_BNW}G`vlALw;#LN^{$b=F{d|c;-1zi|sI89Zuaexa z$-f=L1D0a})e~Ky|Jf5`st4#J0mf?C%980Ot2Nv$ZBh`{QV~f+Jrh-$J;D6b`#@Wc74f~DVT0(4tq zbLAmzt`ns^3P4WuNa`~P77?p&hf57r)hjtlWOZ<-rtm|U$d%dWeom*cU$2BepF&Pw zhz|}`)n6@^3h>yZA`x&nv)!!B`*9jUB=#u^T!EBD-9tafRAktgV4Lte*=bvZ)8 z(ZTyzZ)nc}-e|J4(mnhK`{|zLPbb;uIHm>=y@KZ_3^m5lCe!+_ezEFqs6HF0?z`55 z;-m-19Sh75l z-TnF}=G2ygCyKD(izC6#_Q=dTLcV0Lvv&NZrqf0S5Nf)qZq)}rMp+^m697M|a!NJv z%#(hF6l+E=+OjHd$z$MIoef9kK}G)*%a5m*Nyuk44nfUBZ?oG?o?@8^>#mTpRM~nIG~5_q~n1=92@{=tZJAw_2)B2 zXiA@KeE|R%TME6?W<%R-lb%2)o57Km|3@ zbhMG_cVZxZDg$kx;K=lPxaMtUyG@;K-^=9b&INX@9Ea^5&QjMr^H3Y>i+W?ADe>Gv z?iR!d+9i=0ML@yU{kNdoaiyVA4HP}1x_jyfGy^^c_p)RXTQ$P3`pJ)Ed&U`+q*eMiJ~TbT*gM3>m6A@*%HGVhfz(_bcB2T2iJ{iVmUJ_ntNJTI0(f zX@Orim6k?&iTa~D$()i?`0|G5t-!;wfO{Wt=#WT(6cPu~+P?7MPhReCTsSrY{mwN? z7xuooNNGjmRvJv!UzT0xOxyj*Q*RB}Y_}^+SIDVZu;WfFMRWZGZO~>z@79%AzE~7~ zZ$c9@F9#yAACK9t;qFEy3e@WViB1w%jBz(|s0f=YKEzyEXFS9R9)n0DKl@F?{+ML$ z5FxP;9|xRoKYmh4rMJekN??&MB-19U`IKvW_wrmL!% zBOcz#rC7y4)!C*zUQXH{})Tc2mo# zn+nB$14N4y7wZh4d`=m2k7sOOJ*G^O3jPuGDW6*yJuk2BmmY=l4j(qj~I*1YGx zmlaNreD^A>21Sf`KKw(`48&x=`AVO`Mecgpi=}SSsfiOIk{#6gAmjR;Typg@R8mnI zB`|~JQ_SPC>0G)D9fNqF(bygO8K631j;_ zwRaVCcRNVBE4U~U$M^3hNTR>C>L!t1Crw6=C0$UMBoqHgTw1$UQ0Ae)>z=yFms5la zeykmLX!%CD?zM7GY7JH>AMwAt(mUy<5U77{RIkt6oz>Z(qPDP*&T0xcO>|iLmGxeM z1!CVC>;ml++M3Ljke66}OffR$g}ehwcpW|c%`geLh>mxH4%fv+JdwhJUmb@ZW}x#E znataB>kaCyd<_|-n#ZHL+0D^Uq{pZXiO~pvh5b{!>lXk<+qv~HB)bAwVd^#oJ_|$J z{`=OV=V)5(9m6`O<9u*{udUL;5B*a#ixuuH&QBwct7*Y$B1QElB>V5XII{0i~`vm z)Xbv8@rcYM=+`eyH9g)?6@Mgc9^SK>LiF}%cY~q#BB~^XL}8Dl)2;>)1@9`+zN19F zAQ==C7JkJlV}HLP*bf4|S)v~+YxY5CJo~-VHwuQ_-z74Q2+Kja|1o3eE84cCGp;x{ zM)v}1^YUy(IO&Qp$WC0!o1#dq8BbaBzHHfwU2zdkS=ERp>m;-j+jJEWPt{gGGt7Ex zi7%BAbaO&d@KqusN^djaD2bcj&eq8AN6-K4_y&1@IO-I(trzE6yX30oH8XFmhN4?v zLX{)WXr>#WbnDH8j3fPKgf+jF>_SCwnmlD+>ex-G27SCtUDQn}vlhgDUn?mo@2IBs zR-BV=C{R%b^E=cxjLK$Es%|>PD1z@Hrb0CzUviA_zpj2Bc!};hsj4cRh8caE6ts|% zlAoOPsT_+DalIF}k|&^J=bo5EpC6=xS!2Mb!IZ$?c=p;0wqKwoIuUXM*h?|A;}#EK zWE|mpPpu;LYd<1$L+;AXK(s5CN^5eR_#O=a;Ab3}?16Qf6(7}4#<=DMI9`(OesMTM zOMB%~M^l6f7Z}U>id0({UShembxvl~WjRCJ7uaL`7S9g7Ht+xE+Ej~{c zy|`^db5|8O1>NmAoC4WKrLT0Dg`fdlTfyR5!Dz87a==QyNLxIw~CqcV4FRsn^_$x`B&3}gNh*Vs3A zsb-B0yP1Q0t#cnEGBTAG&Z8Ob&}VmlG_L0_A6zONmhSu*w6_r@Kx#Dez2u@QF3Kp5duxmKMYVrGa@dc1eVfsR@~i2pNlgZ@#UUAtZ-p*R7js@3`0gnh~@qC z9vAuO2BEY5^!T@zL7^$%{Fksu$n8c{r6i+$25^ILZqJD(!Cy5RQ@JRJ2wR{YgJL9t zrzTwVlOeXm1<4L@g;;72cya(^4;NW{u7in08?H>^`RRnUCcgW5%SYuVJO)pzlDUIi zI{jc}u>cozjGUXIZHBb!<^Uoh0`dG z9^Rh;OE^Go<5jE&L#GOt&+M}KJ&(dtP2Hs(AU`irT@SUAj7Q!fP?w2XOK1x^{OR7^ za>8(W6Ws@FP}()6Eb|@7=B2;Gk6xd7_eiU~o9zDk#26~-{GZjUB3Y{)V-oMDsCt*pE#zougAC%bTPFPIG!0Gba7*~sHap#NW_~N@t!&S_ z_qR@|Z)f}Y;8zYMCAKQhL+8m#g=DN07B%V{av8NR(3Z9ri~nUj{H_3O0_99~e_(Dp zZGIwr;5(@yL|uWrJe*~q80jt}e?5&+FHqqGj9!;DbDFnYcBmSDuV3&+@9k})Nu#?9 z8g*3P2e}^j)0eHy#r@o{xLNpMmSe+5$%`nX@FSzMyNLV2ask*s=KQV#PI$;RTN_4g zN~^(2ntp>5Kaug)^F+i1zt=XkrLmsI%v-zkJTKKW!B2kPKuFvU>%^z1{HhlPli$If zEmxp1nc}Os{aA@iIP`m{rp9qkvct;JW8HOYglCaa6z6`-3hs4=+#dwMwrS9eU<>uJ zmk_@jY?E2+#(o4i0IxJ!gpSkn5IxRT8d>Hh%G9B;{z!OG+0R!acq)UZo+@`P&Kyq= z12l)CzsmZu-nBza@oS7kBoLFJMB%H@+XcfQgZ?in9TeIeENvK{5Q4hXFg3#~3P+k- zs>kbu%YxXnfes*Ao<+by{@$8QhYFt+aSMYiv5W=9}LK(Rps zysH253+FfD9*C`YZ~98T`Ilo@;EQC&Ca>;iZ$m>5?DriVJS4M(8Da;0Zz2czn}&Xd zJe@rUR+~d4&bW7t#U;q;G`#25!!0J;nznwd_}`egydK+vsXlqf$<0%0pN=VzVZO1$H5*!n0D+L|xWdrXKws;$IgqAY!b@LFxC8hz1gBIFGm zJ2i4GwJ6Xm1u%Y(5~z@m(?b}xMuBs{E<5`tXz=XKV_(NHJ*kX^YTM(O7ciC+XONNT zC3vL$RjL`O5_!olJ&oD#r=Z2!<0Yy!=o@K&`0`DCPu0@9kTRTiWh2m3BP)a1oZa@) zw*|xcxZyLdSK9u>E#xc=&&imB*itcADDOm@EdeW49@ zqcJ;j>_@Kpt;&{fSK>A?kMx3h)F zI?r&bN2x!&_9Qn^^NXA(n-SIK5ub#WKYbGVjQZLM+pCL0>BC8MAmj1QDJXr$o&)RZ zQytEc)^BE(fU_(kmYd)kh*E6kNnECEm_ke4s%N_N)|ecd*)ASgYez}l3XJUv@2=#% z88)|p6GkrI!8^5wX&|L0`_cx(BM@JYoP99^Py6%j$3wkJEdI|bP(1>QFvHXPRORR z1AmX#qO9j?CrK-e$Ho2Zn5yh&sak5w(zp^63DecdtQja#8DgF3LqFloCIk!WuiwCRJj5ru9lb_M}#AJ8=G{}IW->Z8&wc&l=^I=|z_0WgQ z+o>k}uI$|p`0U<*7Cn!bxAll8s2{t!jLP1)58XX`VHdwk*wOvG64nOA@6cW(6m=YK zHy~2_P!KbLa;#nHS@uHtuLwP%Q4WVDYye+4uQi+$SH-PhX=M5?>^s3n7Gbq{HQpPF z7UHX}RcB63j%gCz?BcI$QP;@RmK)QJrF4>bG!RE9Xm)ql!o8ndQPCi~9>zBD`+3HzJ#Br^ zH?0q6@jC)6ozR+HdmomJQ~n&bs$I5X@B+MeEjXZiC2qe$d>x>FX)Lm3cSpP4v`>}V zYi9rLoVSdTk$tkH^n=>BGCk7(&fIi!<}LpU!fj=T<|qD6zfc*V<3+EhKQ3X;EQ-5M z0+)X5{12#XDJy{(kG$6vs6F+}{7G~G&$!()S9}loK4%1V(rtofmpxr>)+{<^&CE4_ zIVB^$d--OC(a3Am9xTm~_4L)0qwvjh#^n6Q*N=QU(SUU3Rny?{`8l*Ft|%wHEB<^c zQL90L+CY9!=5B>m3RbsjGWbsKRp_O6uh0#9c1MAdyeMw#-L-w)yj42K>)XjUISy!q z7QEdB^rL!_jQe@xk0knUk9L&8^~~gSD|w33P$o@YaslV96N==I?tE{APZnzzT}r2$ z&^hky$Bk9167Ki6E~VWAd|fyRoefDkA%`o}5ho~gfq^K7kS8|$IjE-+_YE^+$a|X} zGI{hFzQ%}&)ECs!tq}EHb_lsD9}cx!ihDma`!nAsi0VVF@$+ibgsOJu`)4rl({%YRvBaxGH-th@~i?RU{jvi5~wB9=Ae!d2nCCDoKVkK8?ZJAx1=(#{-} z7oHMEnUshUaw=b{33dfOoIB{n6HtjOQ?WTH$;HzCfCPJUJ-Ch-n5-g z#pSnogA$kcm7?$)lR2Hu^}aa>d;9Agj++G8QyseuuXWtghm*8xi@*M-#>F+y;vFu8L>@ zq6@df{577^h1qOrGG(y{_O8BwA8pSVSTptNqMec;((xau?Y5)UIJY)fyL#v{iDOAD zsGNQ8X%e!i^I7U^E8UZX2q!Dji>n!<(P)Mn?CfDZ!cDOD=`osL#Re)Vj|&d5xxQKT zGrKecVv1{DYS%7+DmXcQtoNUU_I*^GJGhr-fY3_ZEV*s}m@%@JRe4_7MX3>wjd1ir zA#OMpP?QyKMLs)tueIZkh1Ste`W8>yY20+is=w0~V6mSu@$&zcXch4k*=6#zZ?c!g zPrlSPQA5my#uUh=@zm4X{_^R!D$U?v_TEgBYvA#WbGYc^s6GMSx!$t9(4O%IH|xkY zMX$UVCJ=rH=DgYqtTE)sc_$vzND|ZM?QPn!V+={J2aGxXYg_s8`X*8S^8j$yj&Xib4oY>`wwL8*ew zC|Fu*UvFK|pUCAt`RE&y?%bo4_3^%fSzPAm3klhGv2YeU??Lzt!`jMAL#Au+g?e2G zk5j*8s!P?!Vkqr%BDbu!LNr0AO{1o_(>;v|*%lIFMU0_jwwoYYu136d4nzEJ=CYZ- zFqOJqCqHG>-5(4^fdaR)JwYUxe`n2F9}0jUsNEd!3JfZ}ItI)t#+)|n{#fR#kQXWI zV32=N>riz()3IBIi}tP8ZBPX6*3#yk~}GpEjB+T73noCBS(YTT7k( z@2CO(7aVY3Tgf=v&Wc^Jz5tP#k;^YdcB$` zi>jG5bu;RCHH5@BqJ}v$5{0{=Fm(|3(ESfr`*cSL%6!Ra#yhEOnK~>>_H1zqg|AOF zC4ZefT|%+xk;M--qJuR{s=$@=v1_N6tM^`)fEa4)c|xv?HxiuV6KK~DDT4!RLn}Av zz_y@qp?2x(i03R$tvW}^J_ZYX9N($d zz{*WPDBBCqG#&LP3`Vy+8Y}#G*?-r>$!Ff1yuq0wdB}J}hE(DMXqM$ht}InFKlaz# zYqTFJbqZGiGSm!lXkw-q`F3=&SJQ?JXYvVM^m6`2rG0pcN)xg$hLaw@y4bgx!@t^# zRv1XUK3;emZLxAKM`sxw0{gBb=Q2`(CL<<_)r3<67beHPEif5=mUvB7Mzbx{%e-0I zXjhIdub5(H?lTVJdojf5GZp_4v{Tzk6OV#^Y+eju;pS&@x77y?q~m$MmKSHLgbs_7 zG1k_#Q5*m$i;(b>mQ|0#6)KGmwtyoSN=%1i6%%zWXkRCp+R9dHl*~XbG~|m`k@l%) zN3+a#$&9FwBHc9puw(wJA=i@>Bc~3;2hEF(mk@#12R|k?gVfDIr@)gh^yj0MCSHrv zvd~A2C;FhYkJeJ3i7W6=y~0VP>SN zY&Jk3q%-jJvHRzhZ=y-3{$TB(vCpw+`tXn`qjmfs&f-A_Fu$9Lme){Au3ncTw> zas+pA`??waG4o6495?=$4@Rk1koya@T>QQ50HuSNlt0y>54E7g(hl^u%@T=o9|R=k z(yCI!9YZwNC^$azkmOUZ;ei%Fyr0oQ)xn*wpR*bm$NRs%-+869mJgH=adnBzS7ZIz zo%4FP|6m=@qHf8(>QMR@3(RnLM80*#v2I%nvH2?eWGvk&IBK$i>wCus?Oeg~=s?rg zd6i?p4Xt&pP>YCJZ}j%nLpTPE;jWz|;`N>9>p|nV*!b)n1{qu0b+2m?@y@IrK2>~z zPxe@kc}T6dS%7VrCqekkadzsbZ8Ed3493$2C@oQv$oisnPoSVkhgTCiUSH5jdOapp zz&6~WkZSz+29*`g;yz5lH)QdMJp)lQ8;PB8og!seVe>6!ax(^C%D?X|vFO>p6S;kE z7V#uZ%uUkuv)iOX3`F`gn2%z6VAD&!oWJT)C-7j6;3pYrdqIWD8gcTb+2TjpV@R7$ z`kP}H>g)o1cHbW!-!m=0=cQ0Isj8BEX5DCUZ0y>gwT=xN$S!!(qan-^uw{OB5Wliv zDPKIo>FTcNJeC!*gbE>*4|NmBmpsSk$e3RLEO|6j3Y17(Y|?W^9pY7^s&n`CpDtNR zsp}b7zPq!j!D0_TZQVV|R^XD14*%Hfb}ytb#KWgoQ~?0IaA;cg1fD>6pkPw#{HZY^ z-e@Ys#23DS2p42Ra5bO!YR6Bv6G@&YoZ{li!^dN5Jq(UV_2*1v10vxfpoaFl^39mO zbz_N)erfXAw&-(jHZnkj#~&Y&H;62l58$R(NoL2ItAs^o-CfR(%unzFK5v~F?|G|6 zu>3}MaqUa+qSuP)%&Ma#P28xlPZkroCSX(4Ydx&_S}HQl%uWSB<4#&R;(xPrm|{Ze zHpW<6a&c<``}MQjfE~VCpmn+ito6v{Ccg%J0Nk(!IKC=?tKAZGWb9tYNj;}(`8nRq zXo*m*J0>r+&6j_g)#{khfXv6{a^yX{ITRpyZ_bmjUAUf1z$rRY^g&;z7F3Jck^x1n z>x<|gr|HmTy%T)K9Se~`Ufe>pOr!n|L>;{8!#Qsm9=C#LkiQEI&ipso;ma(v8&!(yIqXVGeT)=cHn zn?GYw-cs?XHPsVAqlD&3)(aKfjVi7_IHK8B$A=VPqceYUuXwPt8Yz{Pf8!1>Hm zX4SHg_&({j@A5xe{5U%37{(0{?%sUSU>G#PN-onhl7O#f-RO5J^5$f7lGOchfeDax z8sZxvqu?766H&k2E>nzZvjV;k7ySAHgzCHjHs39kd=pD1!+aE&00!O7m$WJCx2Y2f z-TvlnAHyMI)$Bm5vS_a1$N&CNYhazcR5OX&`$ksBj@Sd6R4!Dc^zI%iKtM5~Yi67o zc&-~eh2i{hvTb;qr}3kl=+5HwCZ&APfTF#!q|jd9m%+B*G^IIjhwfs;ft$*sXOXnNOYOk`!#H`MgzKcFe3KoLvmYV-NOk> zft#+)IUKUuPxN##e>~zTKf&m%p7Lic{p#k+_&OQnx6-hS4)RNr1)M}i$S6+nh$(zB zTm5(tHcUPr&9lh5J^0-^lkKKb2D$%u7oWoP+1pA{vr5S|UvbYPd`iR+93LXDyt%B*PSo@E& zk;T)tfU2)@lC)aB+v-gM?`Dc>+y%R1SHMj?cYMewjTEWInpZjs~K^W(}$OfR{PycIxLOY50(wBb7*ezE3ch2M6SqjM8Sk~iC#DE>rCk4(0p_E)^5e}0bqfVflHVJfx^l>U z)Bg7DO$smXh5D~3V}cbzeRu3!0SHp{a`T{DTWU9> zs>$!9wU;RZjC^YiUWsVSsiG~k7{WiLTFGE>3PZ$T{bue<;e`@~yU8jo9VH$>{L z4NJD2_dViL@8~5a5U&(`y=1npW|bPzSR*WD*=$PbsE`Oo6_2*heLy^yPKZ-P%w@Ro zv$kv|+e+rUY`=!ZxZvPkHG!5uf+?R|qgXZ`4`=y;3ki5Ji2Zrb3>H^`A`AtWcUYOp z<`i>IXXWPQZ@Em!{yhug=xGn^q(G1u5kJ$hvmx_$M$GG7l*>zSxF)&c3+CamznMmY zH<2fmlOrcBH@$&4K9}GkTUYUU^U1HNz5F|<{Wj$@k}@B<6NV?Y~2Y(u&XH!D%f@17P~z-d8h&sK&? znpPS&ei@T(Un(1{`yGxJOH+7oy3%mlitT-1{QfBDGJ?i5j*RZx?<9ME7=(GEwYcu2 z5lHO3Lv88a$k?i78aXROzb}*a_68mN^sbaOq^yzNai(ea3n1$L_(2~GigpIF zUC^>r)bNbv(Mze$ zbKir0t_QIUuWM~vYUi>it$uzO4f;hBZY-f07L)2C`%T>n1;18u7Yo4srLF6ruVcsB z`}_(b;#+MmEc-+y3(UtHZuW(^=S#8_a`&fmfc91yx%CgagL=u_n5t3}vbJy*6mQHZ z0JU`dtq+0r&j<_wb{?3~9llH#v$tUMbmcAC>m^$p7yJ;ceq1%FDXj``Az%L-m+O0e z^Dd$rVg16c)Ncy(SWM+_$oMsC`{Qu`2w)ZOyFxlA;>)H$i3EH{elFx%U3j}gwpJYo zWGP0-iXYNQe}Z#ug2hynnwZ?EuXCQx38FPR>H=o*L;(klfdvClj-#t+kpPvJ`$vtx zUB&WXaBg;yWvO*;y|c>E>l|*Pm%c3^CA+hD`buUw(|+#4Dr0*HLjlpNny#SN0HJ7JU>` zIIVL1;>$+e@M$wVbJ4q#M0Q!6`{zYEF^spsA}=#j^_)>?hswu^V!ja#?`z5u7v4QH zpV*_b{<&VOplf|+Q;5=)Ux`?Em*^}C{^HkZd(4qx!F$>QFI^-D)D$3@;tubU-fE`! zCdH|V5v4U+4A;ygy>JRuHr?^zOfMppVyok~zkS+^jq^lHJ!nE)5u->rvrW;=?}SZo z(#}CHoGJ#*P|%bfuNjhlq(W*Y&s{*n@v*<(nAvridKRHSF{actXRG!Hu9}G~LZ`t8GFy9tO34q;)=H%+5s| zE>+gY{;geVRCCMPE)~w~Y6Gm-TLxW&!|MQ}S58qSb?&UO{C-X+CVW{3&Y~aL&hnC5@z|TBvgd&H9AX8Vva6C`Kn}(9Fkj#7HpOT3=&6 zm#w$u%+X*8emfg$Eb0VXrKUJ4;2;x((j4My7K8WrTW)nCkF4xLQ>eu+%lz8)#RA;V z*Sf4(d|2k3O?k-{QEvE|A!O9Mf#C$!xiSU``!uYq=(Dkn00N-wDv?fL?L_Zw<7^wA zE-D;eRc-K80(vB}eAg{NoT*4eu_IN$(a0$l$r#Ic_7|@i%bzcE1o$%IC~?q$1XgJ> z$UdWS(Bz;9Ywk`-&oK)?G6qK9c)vlV-Sl=;tPHnE(leX}3CJId-ZFpEIy}R~oCOlT zs7!-{K8WvlLG%uUti8V73NVgPt}o%Rkd@nhKr?At{74VhLFK2rcik450uEjVPG+GxWf8~or1 zwL3R;)$BInG3!eD-LW*~zyH>j}d`5i|x`8EF_z{em_fGA`Mf|0EBUP2Qot*$$3| zo{?I!2$fu;=ry)vrSih?FHP)x)RJn(%GAN7-b zU4|n1T7WUARn=VnRWr#PY83=uE{P@>K${2)9)T98!gJeba9@hX{1bIre0=m-QcG4t z{as;<0tW&@&v1*tPQMg_ouY$~?fLQU#QPD2UUmCDK${$;QRY&vqatITGrhx6+~DTr zy06Q7htk!%Y^C@*Lb~%PC3!3Wo{|)_<3(`B0HsSmjn;d4i>YCf1#j72_6_&5cOmVs zrzEo-^o(sef0s>-x(IRfbazBOJ4#WC`9Kuy%P{gGcWN#9ImQW>5#79d@({M#JfAQJJfRk!HFm4y_L{eR(JMwWiaZUx?;hlXG#dfi zahH#(Mll;Cmpp)su5KCw@=a8v*11kuP#27htrwN)@6W_${z%bKj97y`sQV&-0c&ih zz@D(E&IW({eQXX0nGnUukjV(+h)1CtIt0{MdsufhJn*j5;H$g1x?d-f#ZN};ddbmi z?m|+2_5`Ov%8QMCN4%%zT-6&WQ+DRHQYJO~dzwDxt`pH7gZ(wEiL4<(at8PE}z%@v2gf!rJ4Xoksr0uMZ2 zN_j|Kc8nm!$|BjY-t|-rKA~%GN%ya6zG=bzW}$+?KVm!-v%|4FJnzliNYDjRvg8mg z6hD`l5E1z78Sy%sbSgzz=oPROLI9Z4bM2}D(6O?iOV$~Q3Lygy>kMGDG|R`v_cdRY!{<$Ssbpb_FLuKnlUulPi`+pyj3K_%V7hp}Fq zw7d;kxmIu*Y>fxbJQ>j2&AmS8=t#Vv#G`*@&YZJ;<8>4=6LfwyO-8d#!7;>91|i`S zS}_b8F5Yimzo)x|!0x~t8OJ1jz<)sgQ?-He5>R$prun&ZC5n;gX^qTIdGEbdWOri5 zR(O1q2RdBxZ~%=v32*+>*Z!5Gh|HK#Ziqphlu>D@VF4!{?|_1FM7iiyLDGzMD0Ezj z8MhgoF_5KPRPn6CdDgr>O z{l{zBqi!xOCTrh1&~1=$ltfAM=%?pv8H*N)`7(&<&p^dO9OfYKm>Ig?Ygv-<#znSd z<#IC>h_OulV+h9Xp@H&)i=nDftUqohjYs=vfRfF+NmoWoA3z;{lg^sewWZqS<31&2 zl4Go*yd+14?PhBP(dj}o#kNde^rnDmq2TrwX9j#Nq$1)CAqwNI6}dASgC4=aQ{8x|l>1@^utJVE29l6g0*oYNhGpZYRNvo0XRcEfWt znb?)eUM+-(y{;>mjGxpKi;!!YSsw~;?g)_6XU{kv#F6|KU^*l@2aFqEdlO{F&zh%L z(Y~ZVuU!3e2^7#Ki4(u$OU&TO>nd?W{m?X01AA6H9q;#$n340bX^&FsbE6tc{0o;` zAaHx_kD#+v^3-#YQPGF;IS6q%sc`WMYS)~<85Ih!;_F#417Wl0y+i_Y`ML4;V{`7Y zO1yi`nVVw{HmaKeH_JB>nPv)~#O8isXBXq&X=AJ`_LZ~}zFl7XLCP?;dK^xIEDn&W zL@1FI%<6M-YxPKOYdT3l&KJ+-84E zaPsvK^o9HROMeCk^ZEk46HQ?Pgx)RiUSvc9O12w3E%3EaQgpB3H>m3Y#}WW_r*(rC zb1Lwmvfi%#{x8nNOukL=kj^88X+M2?jGZS)_J6p7KBr6H1ESG5KK`NfsQ)D8 zc3>q|*skgOKtG%rcXLFRabf2_0c&%tKjr$@xNz`Z>%xU{lr@9SBn zn-wWpoDCAdnH*jPS$O4z?J6?5+_%CkV%F5Ir(vTYzD~t8cyA>@j*stI*mxP#sv$BH zd_^XzmftRKh#4i3ZJ=Xd?jdYC=PgoV>E^}o!}0KY3OVB*oYdHlE-mKi#{nLf9AfOz zo+d&q+odV1gQf)P%zQ?%X`$c@z={Vw| zb$*&`e1E5AHeo^Lb3zjoa(!lyH7If17Yh&1t{cKFe_}X$wzrxp8gSA2+Q?GgWWTOG zmJgOfahC2jaQ_)+%k?D?*c@T*^U-JBrK(S?sQNqQKpGGQOf`_I-!`%0pRs)LY=jD(_BMbaW9#-efZ6CI#6HY)LuB|}$i?awgP+MwmNnrIRTNaA9 zY7Y<$%~4ziBE6Oq$zEJrNu`UplG>*E3_r~O=uTC^M(fZKr*~689NVUWe1+>QOuNYM z@gg{m)!_pF`&8!6Aa_K_f@PY+VFHd#ghrVYBn27zLS$g@5y*Pu7+A~YwD3Ezo{~h*CzNX(8WfQ%E6K2gtYb6#y_;dY( z6<1&A^s0VyNoue>2*fw^v`_Zv7lXd>F7(0)BF- zCHnlQbfLw@Ey>9DYcC_Phh$*}^Rpz864=Zsi+Fm`zI>j=Ujzf3cY$=8I2#wVC3Wt6 zrv*1VOgN~0_!|(9 zk}Ac>qpm>XQQf$nYKJgh|E_#_QX_{v#U_so8EghUa9s31bBmKYx_2@uDi&0;D7C&q zb$PWD8%qhZXzJtZ{V{khyM|PE`96)Q^6jQy_m(e9`Y%k*>i7+kGsx;sK zubFLwyH?)A z4mHi8GEzo;wBJkkM!US#jdKNpz2&SAv1lw1D@Ji~vCU-l)qWw2oNyV%NQbg1GxEmt z;$AuTk?L$P&Iuwi+Qk@w$qQ!~sxzMxJAL#??s0;GV&PMA_$sd$%tEe53yzngw7l+d zw$$lqS2C@X-lZ%Qw-W1SV&1b8bG9sCS^82ma)8&NmD+coEeFWc+~A^cuTLxOaqqdH zai6C38hOL=1fH^x$Kb||Y%X_fm7;!ZmM(df|jyIvLku7n)AcCusFn~_>rLSMS=2? zmbR04z*lNdUiXS)7((Zo0t!@goM^sWH<j#dFnfuYdN{m*cD>b)nz};LUao zpw3Z(NO2O4-&+v9p5>Ayt zq(&S$`JbJs2P1d#3Q z6ac%al>)orSotHY^BMf%ZO{jJ8^qFAXxNXuOoApnJNT1IEaH{#p&?$hDRVar{PcU= z$s2OtF@&<1O3dBajqZHQ`KA~iJG<{3{jlZ=$nf)+u-TKkT;;Fjqu1U_(!`d~?K(-X?krL2>fVUSP083h5vtCu+PsU_Yi*z(B5v+k-ipQMCH6u^j3-%70uRA4= zy3G~KoNG7p-PX_I;~w0b@!Q!OE@c2W;8L8+IvToYkX+@q{!Ds{#}u31tHN)(2L`2U z5uj4DU+L@X^b#0oQc`+eAiPkgx_WB=Q}+t_g9qs5m+a*I0Vt4M6Epm_iXMn(DyeZV zGC8hYGd0NbHGLJ=IBXnXy;N6dmG-?e{y9jC2dfeFX>T1bM@il1S^v2CCGVHE#L-Pa zn&XPP1mdes9^u@}-=rUbkqW0uNA18ESQapjJgToX}7vYLxY6oNgYW2n1j<}pNr z$O^BxTnREgx3`>s#*$pSG03h9uDANNhf{U-vy(Ncv&@ozPF{Zr-(q}8Bq}_b)3gQn zx6UFtp!5Df)_v@`^O6s8FmiNklb%(^<8A7gB(&(W+)?kfclzBTcJ4J561zofY8;xl!M z%#Hjp^7mwMB^W7ENmQRC0@lJ|*J=1l9H-Z`Ic_brrhngS>nok5d(BvC(6Z(m{Z5(< zI2r|gZYNVP?fuh~U5<9L-osk1fH%&>ZehXH`EruppthQB8XU8Y0r5Jmii(et7rk#v zD)g8pK@)3N?Ux6$OZ5vG&NpxNyR++Yju;StyuUr1hH|-hpDe%*)ZBtgIAietygX1e z9m`X-lj|B}^L#}(JWmOK<&x$QR$pG4i3#jWmPH|PVSA3Tj&#Z$cA9vut@Z6>f4mEP zFC-u!e%8NM@@74-ZV8{ec}Y#q(N%212GBN*HYSYhIO`?YVX#J;mkUuw-A>hq@{U@1 z6luUt_qdYPEF%qbbWkv`{rf;*HQR6)j_6*kOIb5czQoBv!z|bS#fsXmz5GrReI<4t zCR@E1h7ToVr}fbS9`QsVJ`-XhP9gZJy{z#ntn%x_3d}KQ?1DlKXS7TvY)(Mt{ot_zK!7{mqg_dRz+f!v? zoLnnbgIQ5w?>mE9uyF;UsUrO__< z=|^4;lGf+yV$G*d~Kzu1S zxY|;VIbHTGK~NeRiH-mYs0@TL+||L1%&Q4D_^%^|UgkS~e|#0vN3ZtNF{L@1({U8%yj@bA}eHtkk_WsJs}VR=&)v5{~_2$#`d7WbC0>$*#h+! zgV0m)U!Rcip)l*j*q8o2L>w?Is$|dBR51A>`h4?0f2Uz{&hhoE5 z78dQ@8$ZKIUqp1<_b@!{H|76+&g7atpk31;djPry9o!s?iBWDjZ}9Hc%raplm#fde z#-%90&z_PkYtKkXBH#GPc~;9N*l7Z@44ef!IK+}22k^nQKdwEw;Bi425iN(O!yBHm z`sCBkT$=^N|7`WlCZX@{S-|#*=O(I?MVAx7ZIF{&Xb_-vpOQ}9V*rrK{WKVVWdmXMhzpe` zbexFBsCwa$l+bs#L1FF2+>kojtoc4oz%Gq6kS78}+Ddglfyu00n8SS}Z(3S#xz@BL zC0{zoEq;>QpwV*fp1H@uC#(&<+9~_B6FA}6Ehy_}K2k6UhWudfJCF!U4v$0Lq4OAB z%7KR#{3=qL0oOkzMza0U&8|gHO^aF`{mzb-d!*ciGhgM6cOcPFrMw-ZcS0Ddov4LU z2Xao}`=^H3tB=V^ir13Z@Nwgj^e3!iQ2u@c-=>qrD#X=*q9TpKawKQ6%je@s^wq*{RXn}acQF* z(^h@84+Mt@Y@aM*CKP}D{f6uY^6n^shq}FNzn`ginEd{~xj|b8+2`-iB&g5O`u7{6 zw{33+fmXCXRj8ye`5*bwfI#U*N^G`SN~wSy*d3?y)0P_Zauzib)ghtu-SZ{SAexg< zavQhZw15X7zesL6cSnv#GkZYE?kq|hemv_eJ*vDcN$g%a@}YvAJ_Ud_*N23J--=U$ z;CWS7K;SSbg;zzaJ=Dpl4Q=v8_B-(cfCOe=Y=`Kbxul1j z-_3B>{tf1ULeB1~3}P-x3Rr42%n*IjH3jg)(__oiKivS5tHixlVua}hyYQwT#zLLY zyJmqrr_%nY?^~a~UA&Ewh7>!0-t-VrKqsU!-C5o^c*UA*!y+{8ZXUlg7ub&0QeTQA z`p%>$dsESWide2UT68g&x z-{0Gnt(893ww6Ud&dGHD`DXtOKu5pALKJHyz(;Yk!}sWv=LN-R_r-P3b3Zr;zKbcM z8z-H^uG!VXTXuF(XQMC)mIj?qWyjHAg31?C;NKZjw8QzlZ@zioN4|gFzkV%61rL!=Yk-i@W*4Yz}fR+k4Y8hDoEB66{^bluQDppu@&k^PUqR8s59OXdh$& zl->-#srwEjS4?g7-y_Z78TdYaZHHZ?dv=ho?y+n_fTcmW1qV{=xgc1y=bUmZUfbQ9 zFCnJZiV%9v%d5eaNk$dS4&Oqk6*)~FU4rAQFTU%A`SUH9Xbo1GK4?i(;JoH(bhS0f zio?7N%vT2J)}1IxP#>QYvJd1WX_QdaL- z$@d=)XHs9aeX@9iIjEN*@|rA*GQ<2PO@49lW>I+jv>ty3fCteOW^^2Ja>g!ZKS#Y6 z5+8k~539fW`gJiOcBu-;a$od=eoeD@ueVfuMd8ZF|62RhwouToXAHo5xk2z%SZKt~ zAt>4_>S1L;8tFjylP!>eDa9ffF1gScZ-%Ir?p`H49%a3;$kMtw4CXKV&3{-#?Y8 zD(tNbbzb13J+>ZoJ!o7$Yvg zqn5J^NNf5v2MFg0XdrKoISiFlI_di1yJI-X`iK3|aM>S*QuiPM){7*99psvmA4OmR zZJi0xCsqS1CqqSMAaLNy0~?8#TzzpdavPa1uj44-lJ+-ma-8+-55NDCDfh(r!dwKQ zrpVIdzHW_^d_m!43G-iHLW>#hk9N)T|8Wer@(Zzk%^k$WjspsCK71F8FQxQ>9v{G;4FYtgBuVmwNG5SB{`NdynHjGYX z_L|J_@?@dae}2mzob?$41xZ+^@o~BlBQMCA!UYTQekCH$*Do@61jIJ~IRWwRx`C66 zzwbG|!dkptnP&Y3|kZP_1UW9kPI-sR%^Q|1=Bl)iHn z-RF(I`eZ53p8`zBGXL|20xJ!^+J@c?7}HhOziWh{!Ps99bbzF)VH!8K*~V}w9z`n3 z5<7;tqi0i$L^#igrL}Yd$o5@{5LM< zx3B8ySint>SWXmkwm#%02uRK(O^`~^B5G8iDZd*Fup?tH_!s5!f1Q|`TY3LHG43y@ z3*b!rj`UVD_-UP!nOklrj{MU|WVuY+nENae{*)vExSy7H0_ZpJxv6&IQ->-84#vyM z4F%a|G-=bBCt-_lo&o>E%Y4TRw|1uf9-WAjyzp%xCG0zzz0|49S4YjFQyL+YK#Is} z5x zRfshy6TiSot68^I9D}g$eXunHA|u{!9F*a8y>ebx@)H!WqNl6vDx#jntvfKN`r-zsyRrX_AQb!Lc^`+BWrpMrXmea)Oy`Z-H2YGh(x zIzFnsvfX}Q#>7C{f}mJL(tEzR2%iA9WX+`0IoK{S>7@vt&;?c4p$fl^_5k=xAY-uk z^1`3~=ZokWM&O;V6P}Z_WrDbdmaw#ac)4l&ivy!Myb7GODZ{;qR>@PU42f$HkPpu% z{Gn`yruzM$=fK%2u9P>x#9%58Bw2RVf3Qlek2g1UN994Fx2mw|htWWHWNTrs9M;5q zX-oR(!oQ3z7=10L5FrC7qD@i{z$p&|o0P9L+Hp{BySxf(N17lXow*o12Vt!em>lT8 zdG|@4D-aRyNz~f)!6K-Gd4lJS>KlO{0wZ^aMWZaP0d{H#C~De*119Fd_t{=h8K876jo-@s| z=(YYE1Mdo>O4KmBCWviyAxcw~0ONKj(w}bGSy21$@;>1Nu*?1W4U)^WqTJk%B`;XZ z88Ou(Vfr5w4;{Xf{5$IH3y3GQ7n*sq!L1Pbhkje+Ezuog_8I6J%5v8Bs2;9$1ykUN zJY`3VW73<_U-G{Y}1(-uK}82A9qHmdAI^v$`>VXbQqA9(!QYBaCkR>11f9}Ppgre&7fd2&PS($c1vZ5sAuO+AfU2$cnfBk7`ZG1YKSxW_KiiBehgMuPmE54%kLU*yyOqVxX$l^~tDUT-uHaq#zs zBe#EBfWSJD^c{RpKHISZ`7(>!Z5c>G50$CirBSRdBL7C6&Gi3)I-8KeeBuFaYSr@E zDS9WK@9ORT3qH{PL7Hp7<(WVaIv-|(=J4a&T^NpzljDYOVEAV4{o?P@`=@^$U6V%B zohdFtTtnRU+?cigk-GEoPr98Z+?CZR<}Eq|NH!Ki4M2zt&u;yyUtbK6VHX=4sh0ev z%C_?@S4TLyAk=!`8{(pcWD5{!-!hQ=%Fm)AFuk}-5DJ~8jgCWDJ=M9T(_a5gr~PNI zh|9}hL0LE>X73%1x04}2D|}4%4`2VE%)jD#qvNi)JMwBj^hj5L)S78;+U+5z1yRFC z7H?=p;<)>&i7FDZ4`dG56cSWK3u#}YP9qdl-|=YsSVN0JGf(I^n{s#m-Cbwrp4}_l zv4o-3+L+%*e%EO8r^c1RS-Logh#Jv|CMS{dV8smrx^yn~9k(_^9LOnL0`^nne?@(O9A=;+bCH-&Mm0UxPQ!31%QPDn=PsB9x zbnf_>%MZ|-ZJ;GgJSAj7a*g<`n^~{Fze{0%ZmT-02U;+K?$`wjjm+Yq6gRzlqj|xu zon-UW1(z=VGzx#*RnS~pl@bNx5mRZ$XO$>>u%LQ5+r3+MCv?n^EPMni#>aYpTHyh9 zy}q}4$kM6N`<)_TFH@KHfnpcVk4+!;&i5F^7W%7)`Rh;H*Uy0*Y~U4I%BGMb4n5IK zvUv5o>Tj?DpRsCq=M_L(YTNPRA6sc)-uhHFmYhrLwlC77HS|<&X^(kubqsWvs;ebJ z8Mq()7}dNz)_v7ZLu$+a-jHRD*mXNNDX@yuM%1XjRNhv_mz*~f6iTFqx8Yo z{P@1D(3IlQtvU-J_M=QmVzSj(SjcilAy@{|%VXu(cXRLPhC@B=<|g>@#e7FG5%x?0 zZ{assORS*0K*%>3Os51gz5Jp|<>g#6^}Oxd~E`gI%-0q2ak%4{#sgXZett*2pS$@uLQX#hkGR)bpZK%MPv2Bp{0jje{0LQVDd{KIQiR7S z!~&U}XtRFIi-{=*-y@z1u(RvVDHFFfN#|%u&#o3D3e<2SEmPEeJb#_)Vl-Zaz58JCYKV<#y5>+pYJOgIWK2RNP( z#Up7-V<-lhYcCBAI!k$-Q9?)go6JFoBYHfhufHXl$_edr9an0 zPli=h3ALV(`vPzQcs0x(2jKB=(R*e7beukLgB!q$gLEN{_ zWLPS=g1Sa0Vq&orlf>XvR%J2qyjc;f5cUNqrA4UQ_r9RnM1Po%0w{qMNFb^0<9WW4ZDKyt9dY6^$wt1XUp)lvdw*KaPO;Wgp4(=&nFkoC+7nhBh;suxV=O%|+( z^vb`xm#-JZVCcM#jRBX;o$6S9Zt2Hz7(Xv#ZoJdkS?N#z zbN?ccBMemlHbwgcJo;JvOA3d8Il{ax&~_oL0Cw~S4fVA-aoGcsp-Y7gnqr0wum@}$ z#$anXrt~Ex(D5sL1g3n=oi6PCeT+)sv^<2*HYj@+r1nwlgDPrH;O_}XS&I}74y%&X z3^q2H?M~?0BB-%iY8wgNcm}?Sadc0&{ywOJ`~abbWx0*H>}yI*C^^_K`{7Jj)ku*u zEl=@@7b-1!@p@(tfx+Rp-^kVIRXcHpra_xte{x$ZQt;lBx^jImbM%C98dcF{&Q&&0 zMlm;LiYJt_KDD%+F}~0pHzt%nt?iE;_tS(zbG8q967y4wUp=`Spg^KJRw9ubs)14d z^bM~}Uq!~emQ}G{bBg;o8MQGAzMbyAE_2B4x@*AUSITh?j3POQxwoTl%<F7X4QwZ?!=vb$(n?v_&;-K&@v{AzC+NQC|O2#jdQIc z1|?h@d{zW{mD8Ex`{>WqzQLee#@VPkb2MLh=alA!rp2S_xw?pqWVHb?8lzlN8d0n-5A3x8`!=IIZ>6U0k)(|!AvmitB9i5EfYf`6I(2t2& zhM+B0s47-Js05^qqfg;rSpb_F3luVXs6sq$oXHfheHc7BOJbg@cEY|p_nP6SLh=|+ zA@3TNEi9(7&K-8%V^;NOhkJ71ehEZ~Chx;=k*YNzaj1)&W_#yzDBV*uZRj&-Q{f)i zz164KiSG783?vc>KvjF;v-WOdw&(0*YZSdX%?)^|R<6@nq*j)t&6@Io&DtXN{lEGH z=D)LRhCLjJY?!I*8fX&SPR8XL3YcFx`2hU$?ko$+v!FyFmkCzh?$;fz7O}fx-y6A> zxvI6PC9p18resr%3 z9%T`KhCCA~9MXQdD+)m%nyowxvq_uari^((&yZ1T*mq&@ebeGJpT79MYl%nuo`n^R zdfmP^1i~t zU2x9m3rM);DqB3=e0`hs_m@r@jua5?=F4F@V6E2=C7NZMa|fu5kL&p_Nd1g`h7Z6;w}NWW7H*sA9GZr|Fd=OSDz+#^VZ9x?ZnN zKEb7`hWYbdP_hx`_L^J%^TfLG=BLYz#MTYP53GjN{NioF&WPGG!ud@C@JHzVpiC?& zg&%TTM=8_z)FGIkMw&(UaxY26tYMcge~D@`D1*kx71qt ztg&_eNfy63jUWR*(r(|Jn9NxaC{ zRJO3`oGK?)eef5M5cW~y_N&}tdUL&7K^nctD{At&So2bW`59RIu1pe}Spg9t>17@; zsEQbT`}Og_+fN~XUVJbhGIKglur?|ZX1yml-%PHLzgd{+8^G)iNGS8DoNjG}Zb&e{CQ;FN;UATAd(G?y2OJT#3?JlC@8F57Tu9Xi7Y{QCaWx(uBr2 zUI?nF17mzx#>jl`Lm6kg0^fUWuhWGH6x-Fd_BG%Ct2_U%jn3ZX+G>y1)_p)R`z?qa zQDePZMHd{?H#|S?3BgW1)^R}i2)l?sP%MO9GCnZ0tD_(k9eT0j5$uuJ{`uYL<__Wg z0c$e<&#r*p$bO!GRKoA}^5PAGNiJLs_0ivcd&QPs()_JT4(NYqq8}b_U8}LvM@bey zkD$8+(F*$8@2QMzJ6O0}W2nB>diO6v#FmBbQ;^5eDq^NI+wUifM-nbZ3WsM0Sq*+K z6B)k$;Zu{Hclj(0V-?N_1D{!cjn4Hu`gZR#v=RJVV+C2Hny-csz8zXgdin`_UmL$I zCpVd6?qnnqs^?0@gx=-&8F3#x;;D!6>}r~Bl|XwgYv`Kh&{forK&7Wm3s zf;G-~Ig0_IYtw^!wqO5>zk_}Y6a!>lL z=ts#0$u2JYO?+IQtC2bl#U|WM`nnOHVGXwLYwmalnv&iaya=eB|L8kwNsH0TX|H{^ zYE;8+Yunp>x4|uLxO5Hd>i(Qs%^t8a?Hl@~iQXG*-V{N@&%iTqTX@+4=nCc~3x4*Lx{6w|xJ5G4VAiw{2fz6fh@0uP^3-Zzd=Q3`SO&_wZ_7b%Tuc)&9-*-$0J#&4rluUa< zKl2Gw-f8}6{uTfDRPdaxWXy6m&TmC`)-EsIPAs?Mb}3ZY$lUv0MHVwYsu{cMESnB? z4?kYVm6iD;xtLL7{lbq${Ab>brq`Ueym7x7IJ&W^8&5aS^uA9hk|6o#3;D+EY`XNe z@(XzpBWgin$o=P%x2ybZ@eVDpcx|f`jL!T<`CG{S^sbM8l>fL%6fP|7r%2Q(j6#P5 z%oE#EnI0ac2hNUJ3BeLSs59&A#o6SE9Sg7k$`+ z$(!TwQcEH}J~P3on<~Jn$zEnokd01^rv)x}J149Zyk}kaWEF3PkuhSoHJ#DUFYzae zgN|V>_Mu3JH|u?(>0r?%TUftsJ%o-r`~fag5WO!C`im`4(Hbnwo6<}o2_n`DI)+JO)!FM`?2vQ?Fq(A(8PFPjV1!36(90 z2NBcKTj$$wd~i(Oc+>+vatO4QUz61oiKOq>Ulow@zRZD~Ox|P@zvV&Xe$d|dGbW7E zUZBLNBYqgLC`YgUYbV67uEc$gh@w~@{+4)}OS;4tjQh^i2H_Vdbv&~m^=X-uQJNQ_ z#G!C z_-l=rP~ywY<|V-RBt{o8LhhHpsvrlseJ< zz~fWvUV%{031t|~`?%>21YLZJY@81JuCGt>Hh6Bz{rZ^ES|X<&c+gskm#XqfhA)S& znG5kEJn!f%K<1rwad^8WiUoQ|Q}qV1oL)$tDq=d;E>Y#K-4s=+8hVH|aP5TGk%Nr-In*gjeeuZn7t`NPNdU+qV{X%7%M%*@Av zQugZp)wTaeN39`LJwxI{^B+f#V$jO-7GU8A_Rj-sK({4dQLp{twQKJ8?+7zQ_iMpY zo*1X2t|YZ^nv*s|(At=iKWYxcnxDqGVDm|>-t+ZTz+nJ+l6a~#cE$hZo8J;my$Zt@ zUc@a$(Qz8W_EQb$nkZpWv5k2{QfkhrFvq7mU(f81f&q|EoKS{2@<@WK7(DesY51+N zGxOo=fgm8g;cR@mkNOU!wTC$w{U5dp=$c>^v`H ze)wdY1$t~}u$?G>AIj|0-T!2oX9jJUt&ubRRE0Wd}E;>mkH9RleZVl-(9d> zc3S{liT~HThrM@Q_&7v0P*08W$GS2DEJ`3JI{RGNIDj&2F?LVzOgb1Hg+fJ2KJ54n zVW2u<_;Rheug%R+7P!$1J+k#R@9q%Z6_YUH6p{0T0Pz~q8M~V-LOgrc?_J%_QZ7ip z*p_&1Jngx+XaKu5#s>)nGc+s)YlDylAq@$q-Kpzri3*KEaa^BKac9%zy^RGzTx_Y=iLtHtzUZ^|eYoYii1 zbTdjdkb+$K$5+M6>bxnQKKN0bl!9z#CkdCQOV}T!u_WvqeONGHazdh-@>8^02=yS^ zE`u(*y!&`%4AfbeAYGx zwE9Gq^V4Pir4`2Nm}20Qkv+=A6a3v8a&i=Za+%}7?}4r>=ycF1BsRSD*lCxw!a>gX zh7$Q>+#_k-J@~B->o2%Eq8Rx2A2*KEbR*k<-dts44&Xg~e(Ol4Mdd<6#qke!Gjd+= zo?MX-9a1^&V^>8Kt9LcvF%dg>%-F>K#ZG{?rwc$`7SRI&`L7bY2GXA7voK-;611hV%;0!FA_k#)$*%h z>lWF^nQSAl`4IN+YB4xwg|L)Z4t%yxSH6i~APr03*a?64EvJQ-{ceD#sRnjP9duv0 zQt8#&Hg+A?TyLqrdO^6ZW(hJVCfreci_Y`*&av%>Ij2iqIq-evK~&{cRV5twj0bW$0o z3Z&^>u7tl8x1bfBrNqW1mByk#BI``-(pgVyI`RH9k&%xPISw5^W6|RFE_A%sSH$g3 z1W)fxI*42Q0e)OHZLA-`q+zT$KtCWNxld>vQg08joN30N zvP-MD#%w16y=qG!i&ijNQ3m%zba7`nN z#S*JtM%Mat*00m-y(e6Lr+h^?^q)&~H)pv01!YB1g z-&QQ}B_UwPy{!6*SOQ7gzZyl|VBo||_|v`7;+6z1kz=$__(x59Ggl7&=0xxA{ZAET z9_HrLQur=jel5i9NaSGq_#BAMFw3((;#A&1$J@4Vg~+8`Fj8wpqz)G5=1ul7?nJ`v z!fXr27v#5PdZr>>I|H_X=R!#bD889($7a9MeMI)P<>?s>i+V<1-XD9B7B$u&s2$Wk zOG!HGjq!pAgA#_bu|+m; z+&C!7NT6lnnsJBh49s?BOPV({iR>ea6}tk5n{vB^2q;G`Ms7#Hj2NpFQ~Q-X=kk)= z$GKrkhE}?9n!A$uoTrYJD`nktF$djw}*S#mgOY%k^Xf%Fd$uj0Ut~yu#;v^@YZiRq<8Pl^uq? z%6$|D3x#oGpe!2kJQa2@EPy>%olC>SxQ@=sp7wD({Y+#p{smSn*nrp!-g(T4Psbao?Bo$dr)7PLSLjl8sWfDS>IEIHUE8A;^0%<&*10;eWjH~X$!lqgckQC z7<1Sy$jOdg5+lS9c(-h&DY!}UBDc#12|%Y8tve1;6`Cxsh&>%!@ei|=ZNtY>T+syK zou)~;vwv{`7`_mLU%#x-%Q{WA+Xw*=Lfp~5&2i@HH<4{3^o6G8MX-2Q@D!@NV*FymhoN}>04?>tuEsL%7(*^zCd2T^zp|jNn z_p2wIW0RP_fA}z}Z)20ZfQwvHw+_}?)+nR*ahd4Xxji(pxH@uk;3mK0)a30c_al{k zprMt0Pk9g*06dc?j5GQ5!8_lp7&IreT_&)f+ZewJ0Ay%A04Ar`*xvQ`S|xMeCXdw0|^Vu_^af&6ojK zH_37kyYxJ{<}SiF7hjvXkhxahgE*Lv2b@1$1f4*4I**{o_tpK{3QQmUR(Jtvq!%O$ zA8yfU+I|*5XMTen5n$0Jw1waP?&E&f`3G3&Isv8;BpuSxym?j!-fwQr%&6;nepwSh|FnQ{8oxyM7*@{`gI_`9EG=`3hhsg|Aiu`Rp; za5_8CZ!-Nhvq+_o5(1!6q7Kq3-oF5$f5Bz{DS9UfNtf_pm%KH~ z?iSask`{b!k*?X8V&Ns z_}#)Y?;$*2InbtMoZ%c3<5vg+etT|gUS0kj=23!YV1)b)_SvU2JO=&khUZuRp@LL6 z-LPZU#0OEn8##pX5pX`z-+zlMOy1zW@x=T((3f!A<)(xk@b+pCvQ&`fUvk7z7ZnGp zfIOHXNjiDH8KN?@ASf}lhx--)bnwY4EN6?LN*_!me37>zM#>oI5oc#gjc=hMe0%^Z z5&+yK^`9=2l@X(GIG85xOH4%!boGfT##u)Q&Kl|8s=uVwFjqEf=wl1%+ybK*c}GhA z9oi-t*6S3K=YXiG@cDd|s4R2J^5by{^)Hjc9K62b;1i(-oRa{q4`A1%vASTj?bmJ( zX{i3_fdCvn1UN6gT8Y$_sQa6?qljDViMsD`i`Qby-f*6L%s;mBgUmV(HaYO)g|3kZ zeYsmS?u<`}=h=_rS%O@)JM36_()P<+9h5>6S)i%20c)wD7B?qpti3DjhO$lDpV_cAs`+!j(2=;t(ut zjgc+Jf>mr>m1xW~?SED9-){_re7DDXu=D=8Kr0}EbL1N_FYiKtg55R-^aFNmkAnIi zz8N)DSYMyFpim8#oDooZvs~OT>?tmA<@ypmW)be;FI)cEV=y`8MELM#Aq4xh=24bW zugKp4Cbd5RQ`IwTuMV@*>Kq2~g1ewWNA6_T(yb(d(c2)o3~&wUprycbb!E}Yc5D|I zpxLB>uu%VeNGU`jM^r#2vJH!x+spzo%g6;)R*8CBNzDf#gQil!|JUK7 z{~gS!Q3UWCW&F+BzV*R=J)Z^R^A5V+&l{}dSg`JHl^@-9@wx~O?odn#q!@ajHDy>G zgspa3m(dvq@|MM5QfYZjwm|G8uxgTRb4ni;-RT5&4kuDd2}I@p_E!auvB?LddLy3RH9;qZ$klf?sO5>beuA#E zJQ?4a&n36*9vO%BhFx~0t5XFqc`aO1vM)E_MmeXXkg$x$0IzZXPM*pq8J6GZ(O%TD zL|kea;6S(I&z216%X{RD)#g3U&i7-Ohz6VBS=jH8SFVyuk-lM=`soIL0c;y*Lqhd0 zAJF4ZcfR!6fJO@~;gLHGCsqiS>*r@!dti8R#RC92*(+?k;mgO}5ixm!eDYM*&f;JG zg&qA1*7~o4fsV^sEb4jOe{@34r8?qYm;)PoHEDOoq0vBwxZNcz%3@8Nc~V{UtETZSd_*(m58(C=@88v163QMsjl66k_zF{@=cc((;2MpvRgo6c zR6FhJaF)~t`wVoj+s&kKzlQJ2vHC)`>c&){drtZQggI;{>sDp)wA}N> zo?n(Y;9LC@ZSBJD90K4WGuIu$8_j}T6d*sW86hhvnMKNkILj)-ry`#Yp+)zV-(Ed| z-^{$fVjQ}0V^fSv7besNP65FSR>^4IN~H%Ev;`arB4+bd5apPEi zOua{UU0`t!cPmBzqcYb$AQEY#8rax`jwI9Efk`ovLraLQXo+!mNY2t9B!?X2zPY$R zA7oZ;f+a2x640ZHAcT4cNrj$~gEvu7D3lI)`O?+X5&SSjupm^k%2(n4J8)6(`eF); zbh(E0)E!<`{s*rD!YyTvo%#rAby)@MUy5Xk`~`3&13{g?J^(vjhx4xo7XLA4u`npF zfNjXDRpNr#H{ zSW$XKml7!MiRum(j}XPfMj+t&_H-K(ew6oaEeyhVuH_%~a@lTyvHZ*MwYMZ3C_;oN z@{Y7h;wQJz6%hLkM1T8CZ{Ao%R)dAJlq$5cgLS`v@>Z1OfC;^jvt7m|QuZU{kAu}Y z`fh;TJj0K#9#g#k_(EZ#WM=>H+g`v`BK2fQed6>W$xesZ+f~HqyU2H%|H0mShBeW? zYrl^TR79+xAfTe6QX)zRi5&$I8=|x*sDPAEq=bY-L`9S$qM)=ORY62*=n)VQ0z^P+ zfY3sS5CRFLC$k6jS^sCPz4yD{cOUD^-tYg&2bkd?gqgYTxv%SYp68I4>%}$wBn`En zE&)N(4@hbc7Q9>F+c6YbyDgGMz8l|)GCuubQtcplT7pc#{J%Rn&sPf5}g|6Po&6vj=ys8gLGsE>*PocA@BKRI%!ASA~MI^jaq)ad$G0 z+b$n$akS2lv|b*@U-C%Y*!9^klsWQv*RxRYb3iT}&^_+{#C_1OnYC)-jd@qZL-3t` zD}TVH*~bk_ooM*^P=A}J@yWXvM5bimqxJ&t=4MBtC`?oTTZ@uH-u4$M>>>sxySAa8E>{h$rc$Gu5>B6qB)BFi z|7|IJC41oRjJWP|Lv)JQZHe)i-X%Z)>8WS0?ckIAY8}lXSK~_3Y~8z|zx(cfCC3zx zcR%p(zIolNHx7hVSHX&Y=@lOI*?w0sP+33+rR>|OdjGhRg(^DC_0&9#=256wsqV!T z>nHgaFPx3@8}xp%X$ShEBS?|tp}H@3Sz0$*?#vF_{p{Ef0tEw`}>3j_T|AP|57 z0gWHpC)D4Ld8BxM;+Z1vxGlLm5>W}5>(JmkWzANO=c4p9so&Xiy0!`zMN4hh`hiiu zxZK+xaqIRTt5@j<$#?@By%8+WWIzEce-jeucuqA@AN2$=r zWyWo&?|P}_sX;|$uZGVL8kH6H(BL);=eGJjzPm2fcIj^~&A%ocsmHuNj)4$rsY4m+ zm$7tX9>APxi?BJjb@TT;Hf#wpJ!VPdzo{61uM~IjjE2`MQB(63)uIpokgbf&5xq)H z@6EZnDHt&I?d#a{cSJ^Q&f~sy{cFV+kQMb!l*o3KUL22xzdB9wx)!u` z{mLh=#h?C~c+f38a>G%rCc$#4|5BEA<(|2IF7LAb^_!oMu93SoO?=eBcPnzz!Tv7c zf=2BUyMqpF*>b%v<&hM~R_fl1OZy8FEOYSKtD>U_=G9m$$lr}HxyMU35Jb=umT=Zr zCj9G`H+Ielca_?AtkQWG;u}v$6!O9P+(B?RoVMgC0{cTtN8fE#==Ac}DVNOk^hdKjwbZCzdi8(Qy85W>Zp7H()wxxf#=pEvMD(I*^p9=6 zmVc8R*dLvqhkF&%gVla>EodncB9D#C2z#f?PqMdjqI6GiZDbD^-4k|4w~5WhqcBIY ztL|V6Kr5H-o(`eZCFXl@v7?u)3t}BV_u-=kOZKB&u#`?%u5e{}Eof~5-AdMrIJxsb zENta+@K&2SlMm}moTgm-Q*5jEuOda|K;0reA248`SVF7%kGM3%>B`8r0DWA*v!iD` z4`zM)*`@7Bdg|`UR6iM@WkfWZO6Tr$%82XaYF_Lg@ZNJsF%uvD4%8@wwH$X#Z(G-` zoGAaj@%iHqY5eJ;ua-yAb3r7>k3Yg49w*y+of1yH9N49km2|uf?=2VK4w&3QM9Ih^rFU|KON2dFX3wWRZNso zf65Yd4)FB^PwIKi#L=Cdmce!AsF!;MSU3Y@-j+!+zGcGW;W zGRdS1{L*PstlVhp8al;-pR3-kmLThF0n4-xf}RC*>DQL$=_ILSp7XvtS$xfAAd^%7 zK;sjSd{zHP?pcQkrJ#e(u9X{mI#ebY0V}3h>Rr-88CU;x)NAcB1 zI>$eic$QVqw36$SJl@U)>`{1Et)92k=TP?le*Lr!rs`nf^@-QBSyzxtD%v>Lk)kw3 zNAMBykM6wgU$6d&C6lkcI+I_Y^VK~>x6Q5Wm)gBWd+tWZdM#Ui(&&fSh@BtAb7r9z zbD$s1&Tn_=s(L~)U!*o(1J%90t#*GmF~=@`VR(7MDXnjhNY!BuH+>4OYytV z9=xRlR^?9GeMIZbfBfLL_zLykW?dQt!|F8kIm-DF|KdEO(Gn@FWMU8bf&Nr%L|c2$ z(8?b^8xHjC5`TN>t!+Zz+H01#`{Xqmz9unrLjJ_1&nMfUiTBykr>89!o3f6ht?lz) zS>0AwTUw3H8|{-k|H|qh@Gaw4@gMz@QE_4>0-RG>CGB|ZIV#NFYxu^dSATnmFOGn^ zg*Pdq#=1TVjEcSU1676{wu$|SW&IFl$pu{_eJ)I-WAcN%3%d|-Yst~;Z~x_@h*olP zF1_N{&4Ic+cWJQI>3LYgQ-uUT$~NI2}d^X|3hCdk36v&nFF1RGv(Z^s)oBZ7Y9ho z_zOaBgGQoLXFm3`@8K`s-bNfgW|+1x?Q-@@Y3a1}UBwL3Q(qH2AWKaWO&2lc@|U!F zvv9xVGP-FjttD%dJZNo-Uy{JKt;)mOt+l~i+J5msj&*vB!V-6aZ)h>edc5RobWeFN zp16Eb6z+2=SJL?U!2>IoxRdl5LP`A6q|)|SrAPT_y}`BUsNWpS%lo&0bl^x5sVBSU z^R0);h3p-Lo9WS!{qbc?Nrfrlb~2-sa3Cx4kxIst0N=%y0vH`wT&nOqrx;)l+>W!G`A3TzxK)2)71g&(S$YB& znV%>Q&~(SF`8PoN-;#m--vOlY|0#gPu5in@9~RVbG?W7YLA(rl>Lj70*S-?9P%#~6 zi5d%XhWQjFYQztZ#St=bHTTPBO5-(fcp;O*4k)Yl$+aCih*Wc0bO~2Hg!aGug{vMl zGe_eK@ATc*Mhk7mvN7V!iB)GYG-XcDJyBCzaSrDC#>|Ulo4XxWOuuDkN32m{N?)va`2|8TGl&+;mUH_O8cmK9zH`x*+>Q-zw%1W>MGyK%o z?%=Jb76gBe3^njzJdXUzO{VaQymAeiOhAj0*KVYTFgkc9onSP~Yp2*V0;x=~Obv8+ zT>uT9V-MzL4~XF&1NnLl`5SHfgampWYiQOVN0|+%oc4Kc>mZ-!o4QiTnc>J4Hs#?P zp~F0gC==hiNAvup+Nr>sK8f)bo8E)1w~tSL;*-xr^Mv{HRshO^S(oulcJ9lbg7El5 zA*{YGelOn|EKTMUzB~>&*y7!-Z13eD+VFc7^efB+obJ39&qnIkD+Q)x%IFpikzHDM zHU4;A@0Kt6#*D*N`5~rB!=-kPG3@+Fw9d_a3FMSvL^bSgl&Wh9nuLk(t0i3`A%_IR zgyvX|y{8{7uchI!A8vkjtgO8~=8xwpMey9xYiv2gyZBknndqn|iKo_UT{!U&bV8l; z!C?OjBm-Sn51pS+m;S?IHMr=$=&ulI@HKE@s+q~-yL8O-rL>^Zv!EnTsh6;vF;9+Va^ zn4}>zVlGsS1be|+&d^w3)YXX&~e_q#Nl5QVIkN>Lb4Ho8b)A8(D+O3B&Y|q1f9LtZtR$RFU|!^pr1mg%wts8%+3Uj$1evDv|AW{ z`XvVYE?yy!85*s+bZE<;lLywkODE43-&`?H5dOo!MQS?6D0bGyix;hV@z=8D+ptYD z&VBwaq`axe$a}Ug*!q$F5MSg=*501?TBKD|Tx%yOer_qVG8>s2hGy5tAqPdXJJ%B| z&io*!;PaGLXs9cH==gC@EF6TDo@m;>`q1BSFKxacSlMh{o?*_*JO6fg{cqrl(?Ee@ zriI@v4e&++=KG*)%a1yY{i>_umlPK!njNK5)e-{24vxmfF^wS~Sxe1AHRIJrnOgd9&q43#2!?|zP-4oZd^IkZU`J5Q(SdAlm zAKseMa;vq6Su0Zo_%H;6y~yf!Pz*}lP+|uAF8E9+g*852k`(-zT`Lo4e-_vl6}1c* z?XfOY9zXr%gq}wR*lQq$>-6wX^1eWsZ_ZqGS`NC!F5D+eaj#CRzgyIEP2+)%GO#Np zN0RHtmI8}%-M?tx&;0PwpebQJbtdVQA)rLySqJD7oe{i0H_)U%VLc{-yFdJ8YjhwA zmZ)_V?!R1RXFyk3>6PJoa*6rnlkx zHk%slpi_euCjd6UC7Gbe(Y-N`Pb{iJ5;INK1a037^-KKntZo@CpM@c*^d}uZ*FsAN z|G{2}Eme3nl|O#@g;KfazRzi1$G~12XJpAkn!UKk`cMDb>Q|F5YIwiLAGcaf=sKkh z?uU5WwzuO&$&Bmmc76l8A7o1|jBjuADC!pW{U~)ljDwrBxqYrip^Uhv$K$jHUD3z; zS&9Ya#`;Y%5SIOh6(|{*7dyIGX z#pUJyVur=3e{5;!shy&x|2`+%{~I*vmBg|P&>wf+srE8tGIxi4fB9)NZj_XNK`#du;mO#7SDluQ_=z8v^@0S1Ty zw^qX9WGSJ&>~pfBvvPl3ZMrgRYEgMpt6rZioWI)NR$BU@NrcxFQCZowilYG=7Z8)t z;$V4g6_M7_L*f3dzy^>?T6<{Brui({>0-n$Bs!$RZCRK@*QcETk)K4d&FyBdeVjM!p3)t6bxDQ6;4;Zf$_sb8Cr# ze&=ch>>EwpF!RbkU_v4RvBW=jiZU^P57Afhe-Vq0^gJk5d$_9cpuEc@V#%tvv{bNg z5rJj}yJi32_)EUV-?qEH-?lrWuPlFxt|sFX%bASwM|Ab;>Ac*lV8A}%m42GguSh68 zrymo}z8={F$1G0HF5}##(wBXYPr{kH6t|P4coGAXUHK;Yq>_U|xy-U7P$B0M+!4jH%}KDs+L zx1M9Px5W2S-sb7mi&9Jd^re^evvtox`^%rUqA&M``|W97vF#ig#kJ4r6G-L?~Qk(B6SjDhsr5iomG$TI~dJ&zkP!f`03 zygLt0nF&<$o@r~6{K}0h`%b0Kd-wXW^;XDV7{_6Et?4XYg0tYymwVRR`(1r zHY(tl!da#zqLzl|@rb1z;Sr zjm%iV^xu{{wAE)AThI_6so^H~+%hRu(v`cDe!};wCxT$B8BZ3o32ig5TwpL|O)%Zm zWXztwINeBx*gad1e!jylco!(u)Xz?ard5tjra^vNCtLor-c6 z%An>#39!JgDq|jrcGgK1WF`!l#@K5XU@ed(&)X~!%vieUi5SKzfmNay9CSXFdGe87 zl=$6L?B4S)EKF~6s2G~LLtz!$FTVtPcQBu;17qnBHeJP&_lOkD!wJ4F`zX)yC|ZxjvcSG(WV`_EyYOK!Tzt(Qtt z>$-Lw2?#SDzdEM6lmdFfRn%>uch?jPYgqanY!t6o?D^f?f&Y?16fY1_!^0HKfEzWu zL_DH==nn3=vLgaJ$rYsO#m@u2SGL!FU1@-5J{seQ zz3Y+Q2qpuh!Hc#q4S$h1A0}XKPh){ zWxRH2L62&kDv8R1^56iSqQjO{BjsA;%2iJx&Cu8zr1*!z$QJ?%P6={Up=1&wW5p<4Q#Fh0p3f2$GFgZLt`k>}i--9>~! zF>RPUOgG+sEAvRU7&BL|?BKv(0sUMxZO>pH#Rw(>DhSE(&QQS(HYpBAFL>A0!z*k{ z2U|l<1OklBq*%bkPOPzsph^P7R$P0e2EqGCOshlv$9Ap%x(zR_ zhY@#khd1N%Wxpw{-{EY1*jBloOIO~Kax*|`yeTM=;8`golErkCdn1N#2_Seqa9+<3 zz&jc<$c*)07BtmqVugNauRQ-HuylByhhL{+3B13syq`p^@ zeY1PDlaL$OTJrX8elVAcVmh4%#*GK2`+U+n`jGeD{;ALx zdAmM&HZYs=GLfv#t{YBi8r9Mtewt(pK0UA6zr1|trZ3BOaO@&uY;!M+F^==}#55Uk z;pj6bmBN}vxIw~`(qnTeZHiYeZE~sN%_Mf9%7;84u$09aXU%}Bu4JZwn9X8MKlByr{~dR+`{Kx1 zIj|0*1t@S>o=Gpqr?6|jdsM!fj(33-*Eitk_7#$%~dHH?t-RYX>5joPdy}^&= z-{}oHVxq8>s15;Qz@}_@w+CtkClkicD}}8M+!)@nV5#N1FH^Yc=Gr@R5}nH9uEK&I`^_{= z?0bwB-nvMk%Y^>y9Ttxk>xHoJpxyIkNrmswijUiD0KK1!Kp19Dk^m>QZN&(i{F`!v z-@0PTgu7&d--{Gu^X+Co&xg_0^Le;RXBe*qcB4HBA!2$Wb-l)ir&9u8O6<>J5EyeW ztkBMC?s!j^pX-rxlrWgsrzp~9GU&eA4j?vZL=z;0C0)9r!Z zxsf3Z3m7tRRk?wu3dfZf&Gdz7SkjohrM+oV=D)UOT35=Svb;}aiZ6GaFA zWQ<-O(FenNk0jA!+gDWM75<+7iZ(7=&!lGZxx+Qy8hRefWA6Dk zP$z;?zd7pnO?WJDwi}`=M})|H-cgczqYydD>03q39#}=C?Gm**!0bE! zBdi<6UuTaoh+N=V0e)fvG>4ZMk0+)S3{IPH3g3PsZ*`CH{DF_|Bc~#G1lTNb75dv!w-R_JfG7iB zRcFRnZz&pZ#B*RH3(kE43@NGgDeZkD70e432=+roSD@8{%$|77=-`EMb&Mmg%^Jvp zUYl!%i6$r=;LdlAaNo@80Tcpv)PD>n%Ei#da={&P8Za>hHX9gW)CiYLB9RcC@%H5? zTDL(fyWefekIzvC^>^v+M0-HO)LZY{hPjkpF>8b*rLw0az!dV(bm-a;riL? zS-*TrZRriS4;(y$C|d3`XhffwGD=XqCq#nFRl*A8g`F6f)+be3LaidV~5w>9fa zDnEO3mNh9bz;zjynWb0VFGhCxfHzT?68C{*1Q>iW(d^MipJi|~o%2LSzDyf%(&DBw+Yuc4Q+=9&3uaHFuuvPUbUF@vPp^fuj1Z0c>;^)<>{G|YG zJSbedj)`jGj+eDqgfw?^vmUq=?pha?0nGA`+$A>-+}!w1NAH;Xn9kZTFv^YWCmyGL z1(Q9%UKweqGV(mVe9Ph?BQ;j|uJZ=-*iY2cvbtOz)w-UKq()Ou`66 z?ER08G>OGflipco!*sFz9`U701$K=p!!6*8i4muk&cd0tC7bvL@uo5Kd;$DUsji0j zoCb#T^EJLohy&QU!&#!^Ra8uG zKz~Z5y-SH)fa9$1%tK#+Y|rpj!O0OlJg==jF))vY5p=`s9e4!%3>+;nYuHvbSKZlvPmy?dp{;b0Fu^y7S zjk)x?bdOE$GFyb`8~yx>M3K3lRH@V}2Jl5P?TEa}nWtJJrz@UHc#r+U-kJgAPxwKb zf%z9$a$>vkd#Zn94-r1qt&i1@{Gx_d(Pb#N*=yiv+096mTie6ctn> zgq91`=OQSC7eYBnUtU;UMg24{0udEch~Wz<;TT@{H~s8_PoFCfBs`SH=|UG{p(Rxe zA{kf3ZGboo`^;*Xh!_1cao#C+%CabpRqrw(;Ly{!zT|!6Vw9*CfQ!#c z3xy^k!3re=8j1s9u2zs6~kPbzoBjCx}A`%tTnyy?VWMSqZaaY)<9eeO4oO0tf zOmx>aH+(gL-A^mo_{=giuX>}2Gz&rwX@rT+W?;@gGrlLzqn_^HPbo7wwRBaLW8tCLVG&=SM%qBkb8xAzK&)Ka4)jp4(v=S{ay zHQhIc>xJ6k!9p69e^f%NCN{WaC|J}7Dz%fQxx+3hD;+XsxCh>2l*`#F1oIi0H8tak zj0MZ@jb+*P_r;P#t|U6!w`48033R^~s7&NH|2`Glz!6Sb@M~ko2 z+3jOV-X65|cr?fJt1UmMX8EVvZv8tPMe{ zjB$(X^|bIn8TH*AeMD);NxCHCzXr`kr6tN9ZrQ8BkiMV}cB78QNgmZt;gM1@7b|*e z{1N#>wKEFF5g?{#rKU%Q=&qYhW22)?#CbECLrqZe{QUOnXttO}fmcS}3H7Mr!U{-6 z&#kGtxawQeI7Ljm<{J|Rq7-o?8!f)cr50vI2Xa+}+iwR{lZJxgsq_nz0sV~}n!hSj zxq%8-!1`;MKrssajy+X;Dwb;hfRDs<({kf%`|ZDhzYUI}wct9+5+(ExoS=$N8&eKo zNVCSJruKcg&D=~&ekUc99iijyVJoy0_mbl93y&?Ivgftpu%D%RqNf#lti|zwBQX+v zcRLme#A6y@_Mn;p*QBD8uzKIza|ahtEH#}naAq-j-U!b!B9H}0@|4`POeavvmdnF% z!_Y1WyF@t=3v&=Hruz;Uv8<=#pqO=!+*Nhb=TAPetmV7;oVfKX?o2K>HBYKrxo7v5 zb2n@@{(4e@af>*+#7#w;tgYo&|W*y6H1sz z6`rRDWC0oqjBo3KNr5;LRwcerdA53yFIO4{$DihV5D`(CPC~moCe4lK-RLBKDCPS%!l+?WpF2o1PN1w*vJk*qU2qdbA~lBb2~oeA9!n-sY)c z=J`N6G-!zF1Qk2^bJ&~XtwjU*5SYjcR$|Qdj@EKOb@q(t_W-6QKFPu4KpIn(otWg% zNIx>vOUWpt@3>o`qo7XAJEr9_Hf~tuU=HO@h+w2tK3Duj^ z2AT$vh3T;J2&988fz;u7mZ+LzXsr zI+I3rkQTh2Yb?O*=gL6Y%04VXqh5`70qUDFXMny?g3Fzo?t-Bzv;UdE4r`lM4xQ)sPW?AG4l1|H=C){jcT!9=#= zr_bF!mEYwRLIj0pG{%(|c%-mqsQi>hJOwU{#247zNp$SN^iuJpqm0rjzMjL7?fN4A zeCY$?VkkzO9;S0JSeCkcFs^6GnnIL)*aM4uculVAjh@%2^#Oy18#wz+--|TtW$pe9 zAczS*^uplRLoWtlvyO`xB=Zoc7rZ@*!LhtjQz_}6_ zjxkzF$c+|pnH9MXmBJ!9z!$UU34E32A+aTRbRc*jEdPd>NX2kEmGU@F?ClO5popXR zSKO8cLG|rDlB0WuydQ+8Zo2w%*`967j-T7K_3?^zI~|WLt35U;c~)C()0RCSxYl(s zN7hcoRIBX2v3G}Q842@PoRjN3NvCT{B5z6${;;-!1rUEs&(gqC7FPO0zz&h@3`Bb# zXzEpV7;Uw6YPGZlL@^F_-|+kG?lot=YLa`^q^z2ZG7EaZP809&xZ&Me(3H`pmwhzp zPVLjn$mCpP&MW_CairJq7qL1&fi2JG&lNv?Bv*P<2-T|=CegX#qC*yk8GHkq{;KZ} z^A^fpj>bhV*cZ0Mz6x}`Y5l5BcH`64r&jJ>uCg_xHs32n|D5EZ`goF zpXB9}x0eA2KWMGq;2K2F|E^=&osNnObpvkiY>Rq|`GI%AloRLd!%8+Rza1^6W`dIu z5TCO}l<#IcFML~$g~r3s2t%NX)#Y#GX$nz;8DM;-_6xe;7^G)Kg2OQ9$=@jB}#v{r9Pe{Z}MpeFE=I6B3q^HJ(XBgJVl+@eBrFHUEX9u%_&74_HPRsJ@SpL68cr z_WZ9(nTLzSaHFg(ku5WTm7J8^P0)nDOLNh9X{_3uGxBY-#4_VU_Lq= zrQlh1Tp}e2ir;Zt$41mj!)68NfOa6WWXrwO!TdzEYECs{Z}en4HQ3dW`>_bEA{*5w zyYR#%<^HuZW`y}iN7Q)N@4U8pFYLNwzD{?Zz#SH|aRf6rFO#zQMwa{20`;YLz8MD3OTo@!voWYS zsWoJ_?m=YXta+R61p?B|mv80bbK}~B*g6WHrvW!}P7aRy^l4u*j9q%mjIt5ojtp#Iqz-fE9^45C&kuSyE_YGZ2 z$nR1chH7bu!->}VEc3rG=kV96C~^3V75KK?ceLKf`&z9A(XvE4MEC3Byy4zX77?1i zxn0|Ta*cbXT|DFFEkDu6xm(+FtlPIxwO2du-oj*Z60nub@&MALdQoR{6!p?$Qi9!p5}0wWJCtFQ2Esoim4&Ytt8K z$*iMOqWn{vQGKzF13>*HI>uQ}+!;SJ!JzYV5y| zil0mu77&i=jDPL-xi0ltX=C2;%j3Y3hN9oV*F77&NUyx@Zb<3#|)w+T2O;#g3Iv2=BAat zd_8p&vweN#!^X@xmEwwr*G#*fuVoqI*1fT|_p=&x+nsQ+1~B38AUjivL`IUz>YLl? zeCwCYd$G;2*w?{K6Mjc@R#QsgV2i=XmlYFxqfnucMHY42F5S$9kdB)snC5pINZb8O z@w$10%Y~7GXd?dOJiPn$-%AE-1(}VlS=YZK>RR-C0-oHde+dgidXgrWUShnY#Pmk1&*!? z(q?B%Dx(e!c{e4~8WrF#wze5{1w7KD2J{=xGgNQqM)>vG8wF3KE9ce#sp@F&(S`-{ zs$dr^1)Mh)56SiK2PCyag2}-gf*GaX89Nl{j1AVUPMS;j%J9G8eyL6JmS`*9P3DH~xLzl0orn^Zc{6w%dLWP`II$ zY`r}4J^-cgsGTyF2B&ASO$$Q2LIj2@gwlZ?@}C{ zJxzRghpV#IEgmOh9q@gQ+MjJtNJzX)2m}yJJS|HBp7to?;@$cK7|n!3-SHAVl;>IT zSj7#fkcpikg0QBHbVDh2iL7ptxIfCYG>Xv?MHgjOL}#oD~4q} zG5qpmrQn6M7gk;Q7?Inhg0P}3yE$a6r=XH_S;bPHaOb;dTB+TcTD3q8F<#S#Mv1G^ zkhg3U>yTHJTXONNqjLwPQiOMtt^HZ|)>V|CzF$+)KHdglv*xJ@br9R6^T=E2V#V`N z)4{um9xpEL!S@TIG5px7DW+_Y*53T2xKOEYl-zgG*Su%2r6fPd@%ktjbr;+13G^ z0nEEoE1w5?EaGJbF&MsDP@j-4Yuu7Q6l$yt_Gh+A)>seGAL12FUprj#|kMqZk6R8a{63k~lru zBw;;t=FoNwE5`$4tVc269fE!qOHSBpj1iPI^S#h=`CeJ^e=%`5m1zBE=x`p2zt&y> z|M`V#4pB_+rxjuQ_iEtl*3xeAU+;ul;&_v`_h(0wusdtG5BtN@D}7>cgBZO`dm!*3 zuqUW?T(n?riUN*l?LN?)_FOZ;pX7l%OdCw*eQx30v0#XuWSo`31jD7}$Ijh{IyY_` zd*q959d(uLuaNTlBJEn-lG@UyM^=Y$)zU2!G_(3)0|{ksT;88B(kIW+6f?BJD59wAV18(F7Z3>H!r-0Lf|jHYkK z{M`Ai6*<64imBGQ*+#T=3f#m|r(88wO0Ot6?Et9B*U>^!u}Q zTAhnZoE7}?ozg!Lm)}U{q2@#|uUZC6N_I14UV(Q`c~jfTg7U>u+ed18k(>78qdO1M z@I(Fz)ZILkAT_kB6j6ux`9qEtIhLJK@A4&*8KdpIudWv#I<@y8sq=O~)aTCkNseC6 zLcitf-jP0Y_Ju{x3eRs(jB?wjcb1hLa65G3q5EY;uamliH~btVYx68_gl^n)JND-T zg~HMH9G2l~PmdP)h!;B(uSyQSkPf((+zUR1?n=+iM=Sd?3`d^0mlgf2TK~{Cu~0%~ z&$oTu%k)4JZ$5(v$VEcJ-RVbKnW@_j2w=D6Yi) z|MMf^-pd#VVhksNC<|*ITyvf#=sdZQ`!zkv*w}+T-$pq-mxLcWq`CHT^6W?OHR`hv4HT9vkaBSVGj4P03drOl=K)gfWuB zlG=ZqUp7Hm`@HmqKc)D_kd0AaHmD{o-di;2Ww}~IE%%;_wY{HeL{q&bBV;Xu8YL=6+t;k?^El`w%TQ{LbRM)CvT2T+SiMOfdD+Tv7XN*0G>=dUdg1-N)js639=L zY@38fnN~TAGYhE%n9qm3xpIEm=58_uYwI`sb-TPzHYh~`ECzK=l6_~(U5zc`po^_t zK6yLMWVdJ!*YgM5K4msj%ezhm(VY67E4CCGOS6Yh*?Oy&eR)Xx(RD#%UbUsMxQ-V% zd|5@gs_yL-W^EVG_?<{oeuE%XH3@$qSB)#@g_^sj46YI0KH}e&p-RtpenB_u4mFK;$!#nhB%r6S$Jkll;It5 z!@vLj{As!4nc-8pt|t;4gwCeWys5I&*LGdsvwH6N>1#J!w+=}r+^-3Pcdey*;QDPY zGr#KKJrZSjz7oB7*Wzb_L9NFV+JXvz3F{Nq55y`D0&hd3o`|wH%**iOsin z;a*%0+DuBx%A9)g*G}6^+0cJ%ntN+xyc+&mn(ca^V%J~au6<}o{m15IJE;SidIfY> zn`fS@|0=Y)r?vkdn_GHMn9(fUkqL2W3dY7H1$eDs-ok0;z;90`lzL4@-fo7eA70ozzF$oaM!OLRk6tZ?r6L1XO&pDu! zEgMf+^ToEwn}0%ohd%-w-)~~C$r?U4YDTwd?xsvhh^90 z`zQZ;;WHGJU`AH8G@;z?U;AhX)e0q7xd!mJQtG5M)bU;u8Yd3XT9X>&U=jP0n>qp% z9L{&O7B5{aB5-$lZl0r4RKx{$qSwn=B8-xbBobe;YNP;=8`{^~ungn(eH$ zhb$b5*#QF%A*#$k#iGe3#D=W!FQ+ym@9i^?((2nYJd=(8gl7aZvX5_|ovMmcjVb6} z=ByGnX`(0E;+|LHqPDvIQQ5dFGfr|VYF)Mv_lX;){fvEQ{Kww)Nw$K|MzS{(RO%XE zMklEP=c;3>4^7<%KoOH#e%Wr(m>fPM9(v)M>mF~z*J#ZqQt;fVsb!Koc49Y$xzIA> z-pPrRIq=F#rcsJTT_+96t*-E$?02byeI)Y5Ym=_-Y(Bdo{rh&8a*z+G^bu zf5C`uz2I9TQny6A-s-IIl&ufxNi$}j)gCDYCd+mE|t-n+cmN5NfoQE%;Bv1ty zf99*=u@-m<5z}#6)*?*F|15u@-N^Sz-4K!iAvoO2_%^TaalEimzBuU7`WiD$;0LVp z=Zp?-z#vkIGmL}}jI5Zp<+*oj=(yCqoyFk1D>I=ETvJ~CN-{_q*ai0w8fUi|X(Acy^f!S6c)z7ay zZ6rg3QKv-D`KErmeqwbV2a4|zFLIQ=?|j{5oM`>PHA+Ik+{9r>B*VyW9sh}|qG%M$ z`-gp1i_HwkA|-kW$X%9bW|#Keel6EQ&+!S*j%e^!hG059q8IgAKrH{m~53Wh5? z<=8@$%|izp4aB(?G~(SNh%h$?d2@_%JVum|Gg=6q9z#*o00|D4rF{P@rG*L$0C#)S zYB45n*u!q{ep`7;?nH#SkWoYRT&tnP z+2%ZNueunj+M<`Pq2mR}31@}(`|rf7I(%l0tdMEBj_`Cqomkfv|BR<2<|`$t>kzx?qY+_lzQX< z)oVi5esl$MPhn>E?QPJJTBAEHtc9LQH5N+;dVBAx_!unlp_k)&UBdV2>#muvyBwca zJFEsWyO-gHeR8YlZ&YKl=kHxjYcrg74~G@w=5`xi4-}VEX>H%)yNDSs8ye+QPRry8 zOQ!B@^KCl~sd3wJvK*sP787!Xw;ni~i{xd)gBCh;mEh(C^&<&a+3d{b1t$KrtCX~f zevPPDxp`OEj+Z99X3GqFT0R|!RyF5I(0u!8UD!CQwNHT`A4D`zPJXsR6h&%o!&+em zT+$<5WvJsiP(z5RS`wi)mXO^kzQ@=X8%M0^a@~}`i9X2#jR_TC?~(|lR5G$ObaY=b z1w2-&IZuI}Y0R0v{{qpty}0ge>5pSPVGq5ieN1jWf79hLtVD{RtmUa`Dqg<&%?oR< zx$1d8;O({R>V(_^dy#GO@O{x&r()?fT3m6{3qZ&snzQECuFTm6snL&gSYKvUF`uQ7 zhniGE%^g1+NHuaF2EtX9@;R{#AjVXwq{IaMcAk3EmMB4RwE@oz8G%8 z8F1Nhlq=QSMy592GOMKp1*(WcXMuF_X^}!IZ}Hx(4sjX~F2-3;Kcy1S&kGHbWp52~ z9rY z?r?HknsK&8;z3)wy(Qzw4X+Shm$M1$ZSgh>O~E|*wKeQ@yNC`xCoxE?fAd?|eKftq zIy($lJXC#t?j-Ff13|t|fW|gb^@anT_?s+j@T1bG>TR53_hg&CuN17%4sXNHb~Wq~ zxnhGk7H*vZtA^{}#?EuO1x-p8VTwN6stMIt*@lm?xLdfY7-@BdegDc zt(*K`i^X9_#3_b;HvEm%Gcn|&p_^n=xwB_5J4QH-+6>@rb8J`hg67*W7r-?F;3Xd) z_b2JJ9Vg4s*I2$SfZcE2R^HpoDDeaj>)zAn_2aLveD(|LYz&Es{*tPiq^jc}KLt^Y zHj*c|?Ae{+eeBT5|AW2v42$CH+I&?MkSLN-f*?6bl1zi-*kmNDpajV|w}?oRAUQWV z2L%MlIcFLqOU^mdKzC1Jc;5drXJ)RMbLM=QbKXy0RCiUiRl9brwSM=yH}3pu+{D3P zha0VW)zFYEFEqgK^lr2>O(!bW-E^X9k zo(QYoem@uQ#fgALR-~mzgXXTVhe8gtVWr+qxRFnLy%JsqtBx z+})x!ln^Wwq%B#OqAdra;k;EHSe4!+dT;3N8X@n^6l;H;mmDY@;GM%*Y}aw(I0F_= z(H4MsgIJBV1)%brxLFQB0*E%LF1Z&6L+sc>6t7048`z8%uD+EHQw?P8uK~5vlUNF= zDDOp=4C4L^#`lMCVCiIqiVJw1<6zZc!XRl^VU&9d<=Nm$C=hWTbLnOGEr*y#CPI*1 z2GN5$?oSXO?s4MIIF&2I*ei%-2e=QAqnEHW51bv00m8M*?Q%{;vOVpJ+9D@wGDw;= zxw?r8qqBJ?hiv_GL431ReE=^y=9@f;m8b3E%DY2NQq>VMcbakd@_=vTbyHHrGm(zu z(Zr{t$4nEU@l{Kr5w1L=Aim8rn&y!7DviO_{6&U=T;}^1A1O3#G;l_j@o<%*u`M+3 z^{M*xSO@zi&ZPSWIXnu*dQWbtTCL2b8YRs8M2#a$O#&DJELF_tmJR{v3_bq5EdNLT zi1$P~ehOMX245v(ZKYx^vJej zpGqMyQraLaGDr8#G52v~I4FDaO_Hdg`%27)#?_%vj}pUr^N}?Ck`bgWka@Mz!4bDq zx^m>xZwOT8^{WJNjk_!hOB7g>onsCSc^B%2(I059%*hZARAzT19FH`W9x9@JYpVj% zymAYFo}M_I4YW1U8XdzO%9_`~L|Ly-KJRT+q;%$5oVW<`o`5W*yFWg#mV$V><**oU z;$wUY??5=RH6Eq-nXeo@bx@Xt^=gF)u97Vr)OQav&2>TrF-D#;05!XMH9n*RqoALj z=2@a)OekkO2qi(Cn7HwN{lmpvjDMLTg<>4&j)k3?kIuTsgaX^0Vdh2ZlSUovA5-d^ zN)?SWw$dm`EniFJW7NS_$eL}qnRQ(CarXOlUiHDb{0fZ2rEsy>RIiKt3e4gNYZZga ziwiGd4-B|i!RZ_n7|V0K54RPuIVxyQ@C?B*$zg}DcwZluZ+z~gBG}y`HPkd>iw_}C zi;1C(DQ20=-S*!)G{#+;^GUQ?-MI@#aJ$_+zl9Bq;wAG3p?64=ZBRV^J{CQD4eo)A zDS}2sJM7dJWBE*8Bf_Ub6?M+(k5?*A^&~(Dt-x^DGH8k#Z2`kq~ z&D82Y8!}F}Xk_PLq-Iham56QRsNa8eD!3XEWI*J572KCVEQ!DDhK}2nO(kucEEZ;j z!##v>T=hbU2nNS}sM~J|*--TKW=1TyHs*5OYk%+4!5~ZW2`J%uYz&ebTAhZjXZzM< zf9$~H#5E1=1)XS4wI&$drqzk(JksI4+fO(kpsgQTH7ekzF|_QHYUi?o+NtDT@M5T+ zSuQlbtO43GeoAoSj%S&c(+uVMVjDQS{xg#*>l#zdIeka#qhV1GF9{4I!v>%iBZPhsJmN~ep6ANq&2 zZ-J0D=;h0N!iHDhDTq(P>7Kl>GpKktn09l)oqfu<0$}~aC^_i7F#32V)5G6~YhoQi zDP>w?LJmTVA0v%2Bu{-VTANxd#s_y2N%Y*(3m7T$P@b_2Dd4o20sI5kzPb}?&Knoo zW-juM-;F0~k{H)_$I^Ts%|es}#y{h-|CwrJo?fT0FWxHRdf)pI-ujatW*YMI^Ld!? zo)W&;`8yHM70%|i1$h&n@4W?YVx9Kec)~Hy*^c@|pmE+Gw&S5j`%m^nj)r3?U?Yyl zj=3o0TH~`QC#OYj(-)s%W%CleQ8_wdd(g_32Xg`+@};^BOO#dB+B+C+4<|5h+hibu z8_y7XJq_(03!Fc*K2eriEe0(DU2#Wa;P3JL)|(+gIvc6Zr<1&2FCzK`k3o!F3S%HPIED#7tZU>h z1rpZ1>dTS}f}MrFc+^4inf38Un<6_T?!jp~^yecaAek37_jmME#2vVt+A2}jhhb|8 zP&ZJC71wN90te065f;K*ImuPzX!uY`Drn%-(Ydm8gyOC@w=_}b} zwgC=t3KTlQ7eDwL6F91m@9Vu3o$Q(W^pm22wBBvyat>j1F}vqHO}I+!mR4dX1BYAk zrBEci3E+3Px{cQVuz&b&qSdf4);>e{bV7ma3l;gX>$@_MB*GzhGv5_h1pY$T()Q6e z`bBX1!kCQK68#wP(dXOhdrc4RKHI*;W+@=3?>3<$Qw28AtzEKMNl5c${5tq1WxUBU z6Z9FuPU$F#g!H%IMP;f7&F?%gR>=f6sr_j;jq};x2U`-iCy6|LfAa*dkIP{cge5)N zsIGsTc#I|ZKMo=>-Y84u9c`55hU2Z{r82UwaBP2!OoFdL8%-I^FIJASj=CA4$w+z5 zu;r@$J{itWGyV+8og85lE%I8noGMBJRdgh=e`lv^Oq`egM^ZHkDMj6b zLL;7{yB?EpnFT*n{jVws-1LUtV_GfmbD=rWm;3L<8$MXn$a2(UJps#?nHGB@cb64m?MB*K)`PFH-!(I-F zvnuPrNsYa@>W7wLT309)!hyOf-O^-UWLW}MOf&QmrOeYb7vZzAxHc5>jPQPy`>H$T z4&@p8)cfp9j3Ck8+@f8`yqL%2e8};w82SyW)ryhXJ3_ynq*sF7n#Ku8QW(r;0Be<}~ar_&ZbXh=X_FH4q zM!SDsTOcmI+(;C?18!7c#>HG_5Pw@jx7o7FfPfwrRAJ0(>z+>7;pP<5tIn0Dp$?C> zr)Ee<(a4FKREY|%7!r&dByCABrR})kkg}Z#iPUk0*VW%{Joby);9A->=II~z-xfCQ zk9Y5dB>$B0?xtUY4MN}{PFw6%E9YRvkRd9Eabs7?S>2#laMi8at?!6u#A|(?D0Pi& zBMavwBLt+_8)=WK=1jK~i$`*bL2QPGk%c~AGtr9Zh!9W}r4@0l=Acvl=mVW&&@f60 zrSD8bS#QhpY#7xLdod?#0o@XO1La}=(sU~Y>RlVKj(~&RUCP*ObS*csjlLcj7uoH? zzxvbtolj|QNj_f?$@g{_?J!m5af(51m)};j9-p)G_6XLVKSb(`NpTM!~iBGUWxp<)&OOFphcne0G-Dh$w?V3&mAa z+(1+O+>Vl#0=xP5m8AihO=PB5icrY8<3leZuTU9wHU0dPJMNY9LP6C@Z`N55lacps zC|YNaz8BHAOKF?=_5ZMv$9$JvsctEe%KlyD)ou=XjRK_d@$Dvcedce#uQ6cca)sd- zW`p$a-+GZ>9IY2&hFuaBUu*HPWCY57_vV*TZ3XtO@;l@5eY3ohIvazrA8tIiWX&d7 zo_xRcc-1B`z3|vf@!1WwZ!zlFhgQwb_Z|8BhqQoY93S0?ol?mE|K-n1>Nk-Ie=7Q0 z!E>D%$OzryUg(=vobkEbK{M)otmkY6qaX7NBO11-sVZ}H*`^a7yp3=7VhjqY5Ib4c z*g#KoT4i&8??94RvOJpzXY&m2L9a_@j%$`N79-7L&i2xq?1SiijM0EgGC=7C!9gRC zPe%&tC5Lm>7Zer^@U?zjr?HK!Pvty|=TNANHR>~CEkx}76Y5$1v*GG;C-0fUdQ>a>H?ec8z(J50 zgt9>j5q?UIfI5W?qo&V3x*_Xp8d0Cxj)3IhjKbPq^zSo8`|FwdT!PP&>ux!Li`Cm+ zYhiNqV95PN0+);t{cC@wyNwHRXXj(BD-z{jx$i3H`1qL6;ElMy($*P?9E^NILmS6R z*qun#Ej6<8B`G0Uk(z!rrvFRcwxX@~mcGT{TzmG_?sUBUne9UC+eKE%J_qujj~|Nl zd#z9_vnGe9-(7QGO<`oO+IFzW41Fp$z4yf=(Ja+{yFfq9+4krDW({PNvRbwp7s6RA ztRoq+h-;7H=3A0{^)ea03GqVi`rTi5x}2d%lRo&Ehf+hq$(5ba!=(zvhLP4&Q;Q}v zuF@)1-}%IW9f3+2Li#cU&{E7LoWKcLlOGJ0tNxX~NC6Tq;(@3c{~Au}TUu*8)GNX- z7H&$gz@TGGh)>jYC|{@X6jz0uns0X?laKI~(H#Zr?k6<5mvuzoGecFlE&8Zh5;~a2 z2F<9rMzBl`MU|>ghd<);4)-}u)ICY4F2|fdRM*=LWxX!UCDzA=JR5`eVW=Icxrs-- zAj+rObsi71^Z@!oM5Uly@ zlgdAzAYcMg2-cI^nD+@-)J1>VPTZInpiy-eJ0ds%FWoyS9VMiZlgg7jacg{u_Tu+h zWJf`vl0duyen&%)P77R^kGSu4aDH7bHI#ZV@qixb;$MWrBm1l5yqG0_LE}1ju}PA6 zszTYp_I9DuEYTTRe1HISIJw3=ZfzBm`F#AvjTEU^WzSqZlh|)|{xo1(oN{FQ2gjwOyMK!bGQ79^j25g2 z2Por0I?XSGbh}!Z+qUh{`M-1KD}rOKUb874~ zc?M7}4!Hj1CyI-!g(`*5l>IQl^cgQ@a%#3R&fqcKIJwxTjSg{3Ea z5VYBdY%a=lR$ZZCJ<||K6xwEgC7iD&ns!BtB!D1}3QEby`M2~nsvcX*PQO~d6-ac# zc^$~jb;qp^Z~pLnT2Ps3Z4bXC1I!9$WOI$G-oaMmm6h3FaHSERlUv400{Yh2f9pm( z61R<}K9oN&WO71p5X_^6w=tyBFf<+2uuK$TkejYy!@7sQZkjB%1p)4|KUt4jgt%I3 zpEwR&&=0Ia9UW3ZvCm#}2!d5%(sH`nCj7Y!v^~_qE>@AGoKDfD%}@9h=}hw_uz+wa%oM@?rbtb4GHJH0xcu9Dnbvd+O7TzTo%g8*RtWUa zi+=t{@ilY9d1`GUQQkOFosl%`+0u5DtCSFlJc6RS+Kym@A}OiRLobhAIJ3p3=2S&O zn66n8eLvS_vIU1;y~v=*Q5M`H!@cpYZGx9< z4(`G{^^T$f3Vp04w255e&%)v_#`Jol=D_vhL)BfkDXk zDrl$NUlx-bW~k04UPV0W;Y2(B-E1@EZf?Bbfg}F;IwyQ^J!xI|q6=Z#7TSkMd?bUk zoulnAbr^FYgAa5*H45CiD6#_sU#8I6TVMlPvdDa!_ZF1&EzdKzxb&{Z z2wiXRxLpm|D21F8cy~9ehS*Y}cad@nr$3|M?6Gaker?12d;6H)+#ht~kwobRttFRjbo9VMBgdYART9Lg1;O^xTUh5fl$riJB5dYII z+;3SMc5WKKlW0N&zAIUS@xGyQZmEP#UZjB)C7$h{pO%5z*fud>T)zA?Qcd)%7tHb1 zS)h*j0=jSl`kF11@9F!uxUl>y+$G$wbe?}5wc zupu@-WI)Yl%Otak_w;!^3@2|~H0)gQw$QWtCt$xIWA=@npK&tV!Ev({h^?75Pc0Fk~)erq2AO zj*@_@=H8RPZ>B)$7hSB$a0RZ8FA~zNBQ*~g4#l$^BV?(nf_2>@B{-z9nCZW=_Qc)L zk`%U8+a4f*V98v!ajgp)OwT70An>(t+hl~WgB6Y&)fJbA=@>U`Cs*ml;yhn2Xg_Cn zh>aNOezom&I};hBWpHp6*YoTf?G*G|N`pDXfSQ7j?(8YWgB>*y?U43}$zjy@G$OL= zN2B!H0T|%Mr<6>8lP9rT-arr1OAyG4@p}FlQ?lG%n0c(@x1eCbt#8acHs7F$xomp= zW^N$kb$)PBG|4wUyYbJ$j6E<6nEc$pS9>tVQ>*=Mipxr`;Bm}|>C-8!TKZ!LmWUlSlpvO$P(g%_g0OopdwQHk8?=S^1T>yt z4%z8|wW@#1SFm6NoEkQ|nWw1zS*MIkc!rTvp}7IsmKrf5Dnky6uqcfR5SC6wqk)-G z`wpiO#e~h-%b>qFJfvw}M*y7sm{44Zjg@r!qlNoo-Z>6IK2(Ow`>Edt1HDp(w8#7Q zmK|P0QJ|#yIMISLJ8oZm2U$1)Di1;?kx49lc~smY6jA_v_4azuYLAH*Vx=s>TZ`#Z z8ymvE^xV9+6ixO6-CN?^;M}MtSSlT1*{o@%7$+3_D2Dt*JU~$`@TVZw z)JJerccCxN;c}-6-%T2(zaXOe3a9kLQfhjl%ym-}edoWrmoPdS;JsybEEyx`Gpz=g zFbORW?eoAxK0E?QK90I@Zz~sbD zeoO}~aTUjLVtoAtb~0`iS9ULjOR~Bp9J8&{lp-BEz(7{#cf$S&Ht1GU&1K=sE z3LyBm8~v-@LuBYo5}wJmoA2mCn@eSWgV~r{Flqn?9a#u63(w?nkLI)wJwKyrl120? zmzLj@zRW~s3v(|AA~EW1!)c^Z4-lN+Qr(bkM*#&AW*~~exrgxs>upE;sg1KcAE9+z z$a5$)q>XAI8|$B%3qZfyE9LvirEIDJ_gcYU*E3J_pYrkluPWOAU()@b<^ruR@g&!6 zcz^IdrSBsZfvuHI$C5QziOGpHpbG~Ss%TO&%=JNk^{Q$6XnhjSF%>rs~*@h?oP$u8^cb3aOW~dZZRvgB?Dee-D9rX{5v)c0jO$FOm)386g zR{!U&|93A_nOWcZFeP&<(Z7_ypM#p_jVT1|Bav-`qH7Pc3Iot5y(L$P0ikYdM z4M)4g^%wk_#l)^@uZhYUopE?YL~Hoz)g|~4}HJ>tE^T^q518b zK@^MrZ;b`-#e}b>wP@cxsod)%AQV|u+pjs8sFZJYa22!$7J<|}0OxAyrt-#k62+&Ye8w;(Ye>b&@XMedvJQnzK`6~fVp6iRS&qw0<|J9aEFDz;3gA#=q zq4#UbRB>{*eyI-BP>I9$>*?HpV+B2q05k*d9vs-pC?1E+yGM1>M~VaD0yLYpMsoIH z;eYN%fO=CQwTGF??`}YQH|wXb;JnOL(*K47870Tt$s|AfM?vCIkzK0XcoIVn@^Vbbu67HrZ-e&}9Jm}g}?xMFh3 zdT%WOE&Lj3YBeS~?>w5!_qY^`eF@7EJ&gw<1Snt*1dTt#q1ea$XvZlGoA(>d`j+$5 z?H92*UDFGcKx=5exBK^`qv+sYqYP<)%>@8);Iv)e7t9mWFC$;F%D+`)25iCm^Zt_#|0lfue~A9e-GK-z2jh3N z49vGpaLt93LmQe*N%4 zu;Lh_^yOO_n%_^yiVbfns8VKH)P%UE{HXmX?)tlHwjz*??!-=tuPxPrJ(&N()ZBkC zHQ`+H(a?8_^M$7~UnZ~659hl!uLM&u>(2Xps+DAX4Yq!s5%FoSS+?wt>GrA(r5h-slaHx@QD~b8g5} z!1U%V{>{HNGr%3;p0)tkVSKCM>K9y%=2HC^A_hq4-X9X$(D4XTOL~XE?{;R_eaW^# zfZe+MVYlIjiplS2_|%a_zksjTZ{Q0E86RdKV?1u%4#FhWT)PcpnWD?(0Pgb z;Knrh?ScU_u?(ceLuA|*psSIg#3cXQ8zlJ`)Cxt|o1|=_{|nS&B=Y&ZRiscSQH|Nf zoV2-Hhi78=q^P(q(~F{hbN`#!r+qH6=FSHyk&772y?RbwAEg2h=>r1|3d3mIWV$~7 z!o36svTkfSrhylvC*ia&v|4Yl$p0Ht1?np=XdG7j0?%~_zT8OPjbP&eSKIhTzh=)s zJ`%yS`h>cUvvvNPwATAB0w~DQ1^&~&0tmgQKR9-3#jTl204@6fDYe7bfs)|J?V)ir zyr1_Y0{8CVs5N+3i}yXJefDpV6kvv^s}(%wkMx$9S!Xu^)VePboV()k@pmyly*geB z+m|;0tz9R=5&PG1epmG0K235%s!5&iF_h%4lV|!q2MX&C^(CA>u0xD95VkHEPpgmF-=3?lGqV+r!r&A}Gb&dDU`4 zi%l78;VBY2Qt_k z{!cpiKTQY!w?WtXJ0>mF#F76tW<3SKi2~h-jY-3=A~$9=hSF~8cdN2d7GfL5rWipd z9NTx3fhZbI#EC3)50VS@79jR~bLtY`M)#WyvR|`7+Qqp~;<8RcN@^&kTlYyx9|9;4 zp%$NkD!iOg7f!SeKf$vNkXH|$6~v|ZG83F#e%tj?YC=C{4il7?#@@b}>zXLO3_dlk zs#X_vxGazgsA_#I-}dXwzeFA3o8lG(d?krS7MkBC8BeLc3Y&f8TG;j@68KxO7y4bX zhfpJ|%vwI&MKi+QTiB+0`?0=Q7;SK$Y}@Bzg&WZq-AFJr+`o?SPY)>-T-YY3B85a# zAB11z?xffHOI>d9y&NXyJZ9SoborWz3iUp~ zQ~_Gwee~+;%<=)M{R2;`?LX%$z;EXZ@qnRZWb<5bHiPPp&c{;KXHQ68Cx1=A!D&$K ztQftW;YBHD>E>W6^*s8QM-1MO-E_f+o8txO`0T%_-r*ei1H`AX$d4&o31?r$Dq7WL z5h16tF`S#!Q(zl%+M<{U*mS~{x16w>1;7na)F%MwnhLWu`=OxV$rE++@x#dL^C0S7 zrUA_Ze!lK)!9N$wXcZI3qGb|a_3AR(>7I#X!eNS(QpNj^4L@Rh>E}K#oqlg7@xxK` zA*TUyLXv8A3qyN8bXC*QUov|s)D|`GI!#@12Rl0XA|OwouE=ylb{z3{P*0gz8gF`Sxe_*>kAuM=25`bi1EKA9SvBWwKkm`=dGmP`49+(E@m^^B2NPUYZ^(+22hN zRedzu=Ew>{g_f9F<+bzUqY>RmNKt(h+R04O+QQW6m09$vP=VEm7~|&0PXM*Lhu4({ zAtIp+uG-YNP9EZi^DjuW^iHxD(|jeaL7q8;C>{Vn!g?nFF}t2GyD81|E2b2sB`~nB z51fh0ZjwUve#_K?W}v*~5qs;yCIUtFe`a>T6)y*{PtpF;zp^YYxM*;zE3^PmI0Iz5*6pFD5jngccz zZXEM<;c7*O6t^xYUxzS+z&ikx;{9psgBMgyDDIg#y!#hblt%H?AsH)2nVdQQG0A`Y z0`&eG7UR`zmm#{+UTTu2AokuhZNSI3-h2d@o!RKimT_)?*Y((XTOG%CP(eg((MPwa zWUuINQ9cT~$d&l&czwk}J7tbRqe4PD;HSbwrJfJ3p%{^G7|Trn9{&1c7`2K=h+y~@ zvJTmb5B#yMTDQx!C|9Oi<&c|YB_xZ2g$=XrBUl-dg$rEc|Atj$kIsbkoGq`bS4j5U(h{D@aeNVscpv1l^(AG_C+0KP<7f>kmW* z6rjJNOSvOWe_@bT14=<{Z8{TDmdA`(GGxeZe;7qRzhs2-LQH>Be0bUlKd z!6_Bs2qpNTiJv_mgod6nQ5Cko>e^n17^q@>x_+L=r_KQ+uXu^~w+=~1?c0FMKl24j zT}jBGM7D3qzz5vt$iim3Y~F<8(r8ONW0u5*NHvBfS zY}Y2f=K}v!XPXPgC@wr(MAkl=wJ3b0$87EKhu{?&vWoAJJ!RL51mNKVYya8%9)iSO zr+KJ{{t}d0U98zDfTi6~FY_XJA@~Bi1$0WeEN#5ZpVG{(Agq`fIbJ3LFgEcH=l_TT zmM)%>a^hN5U4Ho+j&w=C*ayN9mB_m^l(8|`F0BL*Ke!U2SnZViV*Gz2lPm-m=wiKQ&3ytAG#At{GCDJ*H2Axf$u1mn1y1` z&fWf=I`Rn7R8T|qBh_Kld7inogw=DCKH2LkjOLiQ6Ko(A1yDxaU`0`~iGzkYf{~-wya8c zPKnsaic(R@z1k13ASr{oHs1j>R_-+Ibu1|w52alGd!|`}!!!rLehQ?0|=)8-HZuJ`NvG_IVd0DCP9a?x9ag#63v*39JL3MIUD{q8wj;v4;Yhy1<^h zTpY@o`phSfAd%!(tD3b`PgqWp z4eeQN=h~T^r*}{%p@(y6CGxC2pED=i_VmDMdd^0%u((oBXz3Hr2wVC7?BTF5a)ABb zOr_y0vYdzGQ-okH?Wp~Z^LUP^>l~djo$N-dT>gk)yTr2AzuA_JA&*Bjz`3n>!fdm4 z2waO6$|^;Ka6|{ow72E-g?joUNx5D!aY`?r-AOZ;(4Kqva&3QCL6UVN2fE5$;f)2w1PWs4DA>`PjwVIj%XdZ9QUMtDb`ew{#`GpPx?M! zHTOT}y91zSM+m-ZY5vNHb-%&9)> zUXxl{Pdw1o7bn0qvde9;thWQkl9g?!LSOvohFqu3vwv{jr`XOl>QilKcmgztt2NO0 zAShgY+}IZ3)WggOqsGt4BHmDJq(T5om^37~{B$=fWKFUuv#43A)E~)fm&q#a1cwbPj^5n16f+>IGYnmFZU2QF3w{dfS-m>*OiX)JWnMK{7wBF1#*ZlaEkw}1Bl zL)Eo0)AVGb^gn>Pw%&t(8gm&I=|=zSXg4gfzxn>6;Zui~b106Tubrup_8|7Jo0+Gr zln3>w?^T6|6&&J@g-6F(mATKepwsTM8E4sa*+#ZG)-g;0loEq|)I&T`6nn3iI29Gy zXP;LmVGqwJq%vKW)b2&fPvk<~Kknv742qs5R~+^fW|@QuGEjQ+f|<;xYWEt1Plg|} zYZzN2_P&i9q*PA2=x?D0Kznr+BMPkD%2jlKs63u=oGNhZMV2gP%3*-xG6~{XmwF}D z;>CQ_y*;iMl5LGH5|g%kN%IllRRozZZB@M7hjb^Y;|{#ltH8 zXa{NzlT?8#8)Z>cHKJe}W10lyv9c?pZrh--bv+YAhem6`8ZCIqk4kj!;ZoY z8bfzwf%wDDPgJu?Bp!b%O+b4U+jTeee4BhR=k1en0t(YJ(S&PjCmelDB37 zn{UB!y8ValFPI1imaDh9FAkF-rPoajQdu&PxK~@ z@Fw0E!0BzJ0@y+iJHvB1*MxVZhS$NeU2#Xs4rR^ljmw|5&az3Ye#*eD(FxDV;D?;m z$BTfMvzSR-i?Nbh*r(~nZ7f#8Hy&o0dB|kDmY@x5ThAl|@1rcXvcEEhYE(WfCkK~* z;)(JOH1Q|UTDEb|a!JoKVGTyi>Uq^%)CenRn{|(2G~_S6y~Js>GUU|}-l(~W7B@)f z2+URqhFDnAL5U<3rrpDI*Ww7ZYjH$1q>0Ix&QESk&sxh^@Y;jRUv-S`>EQXf?Y{2` ztp4oEuk6Q|AvLlq0CwN@IW5r0U7$%-5=2kUQ+cJBZv;t14atR`b!Fxm*(#g}Q3p_Z zJQq4>TiU?7SWoDNWUbs?YmS4=`_8EVt002ualtlLU*RMc{`@60gp`hhqOLWu$anpX z(Ti(?7(eD{Qk)Kh1R=mu12HF!V8E(CFX2L97qyyj=DgvdCnz><;0Qy^AJI+N$6pVr zyMS9*%@V3=+D38dbV9OcZlxS5KRr@D`#q8Yya=Q2KNmQZL(s7}jQ8>?3wXS@ovbnQ^m8q!RK-HW+7)Gq#pvaJuD;d5%l=E_vXiMD>P zw9WTsjFF(@E!BGJr}b9{#_lm93w3zP0;nsqY$XmK^q9dp?~?RAF>KDVz#LqGV zf!+Yp+&{TQygcobb>aa+z=Z4c33@AO*G0+2My{QA*=XKD3s!~+vhvK2e^{z7cVw($ z%9+4J?g(se*4-QH_I?#;#Z7O?$*$e45e5sm8q6xP&CMx?3qMw%y2qE{NLFkohQ#RX zMHs6Xr^clb54iaI)uH0l#d0Z?u1eQ9G4vsk-^;VEui#FDFlxKdTWJr;*|;5C(HbT^ zB6`}}lV&@FmHq}ksGL9xodyEtB)4#`pa9buFd;rQxN7EboOcr!u;%PJ#ai2lDTPXU z&oZITsUODSWpdVCAyz-}3@E)VYPd+-gbwaxM-Td$rAm>nA5nvl4v8;j)NGal>B1C} zhQW=91BbXd;>LvZs}PQwK!(?@!#3|Z0x#bKZ|x|CPHjcNs`G_Ma^=|flOOscKofuD zZtb2=FqbS#HZ@|obECeFa!_#{@;K9L(I9uYVflQi8_1QULHLL}y0z0FMoGk5ALJFi zgW|=rfw;=ExV--1ALRY#Tel|$l0%e!>|>b~f|9Er<`GAHG26pDg?Qbm--UuQnvYRP z8;_YsY9FaksFg!#I&sPsMwL&2mu*(}1PHnC4C|$>Ck}yY|A&dAk>hnuTD#${Mo?DvY{38@3G$yPLQNH8D*hqr zA&Smx*IARByHWVL#yeIW5Z)y}v66&r1hvn^!o~+eh`6&2$%W*~!SRuYp?ndk-awv3 zdkdy^*T=Yvx$Y=N7*R!gp^ z@38-s_C&WXxKS(uuWZ2^R|FN7`<%*0pgq!NCj*3xY27}c4e((>Y5lCcU)+>aZ2Lo3-zR;N zNpCbx9SJ1F%Css82>iguYM&ng7 zA}^ixQ0GhLLq5w3-1EYSJ{XMRZ5=F|jfGdhiR5*OPuiBkd&jJ7q$44z-BUrthoWQz+<5_pt zGzuU4)kAC?_0^J=?tkwO%>*6t?imA1N_^lM!?-XBnp2njwEKaT(hAOzFP>Ez(=(-{ zzVSi^&a(?2Uymtpt@hhwL@!6JDj!Nn78# zwn4+b%|rCWX6E~G05)gzY12};`&vSr&3gpeW0vka*S2Sq-K@zvfDN$6cDk8I$2Pr|>eU-4Cy8*EMadf7cQMc2C|lhdr#z;jMN2La6+ds;z~) zW=KgOZnlNGUGhDY##}M9dsJn7 zfp`FP3CFQU8H|MT&qRwIbh9sCcDgpA3@;>8N|2pensH{qH-|hFp4iW^bq>8x75Gz$ z25jZarNk>o=e6$rD)A;V0QQJJ6ua~JPidxw4+Q!o-PEm}Lvj(2)1N}ff>)O)DF3T> zOu=d6;&&h1yCa6auw#Uh>=5VmiHTCtb+9HTTYO+pb>#*modJRQUF62oGwz*r-P?(CLid*R)R z@}93z{ig^}L{GF!HJ{D8&hh3=pvncXkylIjK^Ajc z^F--X_@eu1!rBjCR@le~>5@*r3=j}aRUPMSI9C^FAPN{E(J7e`+vL0~Y|Mio`cLP+ z+h<-XJ$x`XV%%mCpjIn7W<2lEg+R`KYZc5`eGhs_jK!>Wq?+>t`Q+m_J;duhhu34q zEHx<^d$*HY2G$s6yezI-{2Mf8IDqvugGo7UES}n4{46%C9Y8SAfiNC^f%X{vB%bpn zff;K;+$txtjugZW*IdcZI;kNw#%;5B$jJMb9NJzOZ&6+w#h)6oY`TW@X8=2Y&WCqu z9_MZ3C?#$?UlOavws2%tr*HX_Do}56`-ww~=vwT^6w&p=hma3mGp#Ox#q5*#ZCyNj z-}U>Bc*=^3#5uiR3I|oy82bRigPr2t^~`XR@3(Z8CK7iS?3ap=WLrJ_ap(6hC>Btm zTxTI2Gr>Bu{uGWcz8{y_EIvP?9TDCXK4fpkXEe_pFtkF}9;w)4$dKLxsFNyV zN|Uc?G_||b*qw})8W)~$wBB9{Z!U>_YYV$$%pEAlN>z>KJEpI#c z2Po!&YA6KWofgZa#{J{$yt{MD+UA{{ubbEWF7|ojTt# zpazZRK7NHL!2C5*&)+Z`lS{X}V+LTMGoD*6epk-ZEJ- zme~z^mUf3wM5yQW*%dBgPFkyBlX#k>e} zK!N;6Uj!#rl;F9p=X1a4ZY|P9__g% zPJ`gQiTphlKLz&1-wNY1pKa)et9mu&ae6Zu!a#-ncqImtKdzkcphDe*hbx7kIcPPX zS1noCRM)EWm?Np-0CBhgI#<)_ZjUQ3io`L7Mf<+aF_nGnJe>8aQ6F?MTVJzC+-R$c z9#|P?iDzQX+OQOM;GZ_WFe9I)hP}+$FIVo~i?7al9LCCO5fe;NSP2Qi`XYJ-DJXd& z_6509v{%)5`d^s(s<LY1q7rSLL`UoQo5xQgQRQ(F8c@@Ep$8ue0#RNCUQcgJXsqD@g8rE_e&WN8!(1#@A*q~`WqH}% zf4fwk4Hl~}Q+hDlQ8jBrVmc+(kL8P3Z@x*P|Y;eH3o<8b5bs@y73hkNG|@6 zMFCtPCM^zdW!mCs{E2K-wtAEhw7Xc}aW$0%SdMXPc&*jPV^I6?5G=AEo-bry%UuYO zJe2Y8G;k~j7!-`s8vUkE?GY?sY&|4#8Om91|H+as0K_x;GBkiy!UFw zt-HNH3Hav#T6V?d`fsHDVgdDV(w(uKMzS_R>;I>_RGr<)o>Pjtn$0i#zQOWd-#$C3 z$(7}ep>f9kW!SB$%HX-kRCZNsoZs`spr8!%$5NRSGi&5`0dt*)^3Iyc$aP8^5mhUc zcn(nLwVSLc&6+fPL`P za(L?T4b(;dA*1EOGSlZrVLwf%C*ofB_vPv5!=!caj^VQ7Nwqg$Zzg=~?;X~>VCu(0 z{agBK#JjeLnSBLQQ}g2J>YtKVTDv4j7UJD0a;0u1UhO%|{~jm;-qWNvxd_;99OHsC zfriTSA4{KE^(s@m-d6)Yue=_#UDea#o!cy_uHs_RQti#xdthJj_ZWGlZDl7VJibvXCyTADRbN1rmwbJYCN{>mW%dQ;hS8>nR1DmaF|rai_k=4)!37D7-fuMN z7EBeLZ5rMohyIpV&tO{h^H=!;%4=352#AX9FU>uHR0^jE6P=OT8V zk5jj2Ll}6&PWKN+5Ui#T|d2M_@Q63von#;kha)kE9KgG z^+L~AE^tVS(|{_0)^?DCAERwnskfl^`e{?CpiNj2!DA?B>{dKwJw8h}WNFaHk5`4E?32 z-jSIxsMglWz%x&~q3>j;#6q!w(k;OV*&LMpMDC{a46}PlJaORNRYupUy22WD6e*x< zYI{z5y!^uU6@LrT=a7`7cj`Ys@w?sO;w4QMU9G|%E66|md3mnKuN|a?Aky=@+YeGQ zIaui6&JB%_K?~sd5AjpW{Y0te^mg0Kp{i*0B|aRs>mf#s(G@$g39d!7?e6=BsH>#A z8&Wd*+O`AkEo;pW_QGBM?KF;6UI?4ub9z1&vLWoP=EUite4y_wZG4=mD-E~&sCch| z_-45PlSQNBy!u6ujJc?XZ+1^`3Pi7*ule8+MDTyT0MPQDT)A}pWUti3G^DqgweaiT z8ei^-Qj?@a$ILluCxwG%*lT4o7J1%oV^aka9n7~Np*0V-wZq<0u#aF7)VJiIA*FMc zad_(%O5XfM-@em@GNH&9LD#|9#ntgJ*Uu-P%%5&0{WVwmd&FlxLUmB&j7MgTRC_31 z*ySOUHb&VA*{c8|MJginUvJzVzsnZ(Ks=EA)VROAsWWeHh6|Cy6n}WzxE*2S(n%_M zW?mDuUXj4v9wMXuieWQM+%K4*eh${7Fdo`_#Ykr8%Q`c!ErAEnpH>Q2#ipyS?Q)!P z++@Y$pK|S2znC8*Of&G!Zc|t`>MRhPi&Z{uMk-D^BhOZysjwP0k`}=*S`ml6lw0de z87b6jei5nq%DzC0p;dF1e7{ir&;k$ofRV!E1D-lB4kyhK@3Ou!+QZIx+h(SMkSUl&P)F=xz@fpJYMp|CMK>6l~hrQy^q|S zkUBBD6I}oF{qo{l?baO?gwCy_cjlvv?i4Hk0q}`gO)Oh_N&lNP`7PDe;<_4lu}ZDZ zVsC*zGCivX%Haq|o9b4q=r;d~)yL;)+*WnzNThkYm-nLjApKjS{f>>{kyS00(Z#BA z(b@G#QB!8k<6uDT@vkL7hM{|6Xtw8#_e5&@8^Y$!QT^HpE|J;8C|7uKaVo zg8<=%q##(OtiXJZtg7u8UFhbFq2ZwyJ$j*5{O(tLA;M>^ri2Dpi9_@)HfipmM(I$0 z(%b0Z!(q}pq24KGg|%gGC!5Fk2lQxgtjTq4^a{QRh3lJ95f*;H@V#8AoW=PZGFp0S z>ek^9>FD`Qv95CYKkt#lj9Ve{MS7z4=ts@Tq)N`l3Y=Jz@BimOS~mAU#c1EFmPT4` zdMvcMq)Ul4b?*MA4{h6f(xRUmTiOUxocn4TfIm@vTYZ>pcNTGpJu$V}H6-w~*B1>N z#YcM8-jjZPbawjaJ2ISAo=yBJ<)v0^Oo4#pU_aT&&YdZlzFxE(N{W*ukKEwj~|C4*0Ssw^*XHCHyxP+OM7= zMrk~fljAqF(d*g~4PNP+>^+lXpyyH#+GS?sfdR2UkT2tMmdl#Ac`XdNexL8C6V07n za(~9Os+iBZrXWVVD+cv=P>s5XBhB5O`Tp}%((#g$;BtJ+W=r^4fb)Wl@epik`1Wh` zkCl5Q!tVw|WzHgR{cn%oedJdbwlASX08<3O0M04qJHrN&jbW-hWqUVgxm?*D{WAjy z-Ie?;VZ+j%q=bkVuM1g70{!(qaE4-~(U!+-&=+;zA2`k0beuCV{CEzjxtHOzw%Zy? zpqS$-h@xb=Zwq9z4v0%JrIjUqPj9#gK0gyZB-!=zNFIr%<}^PL443y!KlmAtj6d5- zd|bIK`0_3Rf4KBBFV|V$;;JUhy8av6U`zwLJ-6^5&ztV*?5%xY|BVmx#h^pSa5>@r z>{oZ5-b&mS!Q3%O^1TKqr#U?~pXi_=9u!;Fg%GPG*F@czi5n?x;tt=*Cja~o3wTm!U?N}~Vj^N4jO zNT%wyC(kNnvO#`OfxOsRaT|m``+50@hjg7Wid~;+^w-COhb)q4YllGk+p~@hXnB2* zA*XL_N1xBq+_yqldJ9a!J9NbBXpe`2LVRx|+9U2A2SP)4?K#!!-3L!HAq`KoQ|;2~ z#GjKr21~Af$2qX+#UwCcQTZJ$-TEp1t*_RDf+Up|+AJ}IO;2&-C+*$L?;Ha#;jzc& z3p0|Y%~$vnI*cF69{}M8<@tWx1oqO87>wA(Dqg^(*?$`x3@oFn={=y`*%;3y;El*6 zS5P>ght@p1k-OPU;ygR=1^@nai-^#`4$?1r*4t{O-G|>PeD&nSQ`O|4Y0=yPR04ik z`|+|Z&B9x=1H5b@1 zv4Spm7$AOe-zT=wLTTfBSM1)60Gg|DqP8QA6Ry;enQ0`iFjah;|HoHkHoS#VG;b-+ z8toFYk9|OMf`IZH8R}xf0X-6aNutm?75o`~stz;8jTd|0ZeN>|ZzYfPz2~ysuW0U& z!=CQ5C2IQh3YU(Hk=tTk-*Hb@;xi3iulM%^9*u7zsEChdWkoN0H4N?qDWV#;9BP_K zKGf~Vd@8(lb8s>IBB|iM&N6Y8Es`WsS=!<)jiHMbt_;@-)_H5}1scd$rYcxZ2e0t(}}$$POeL1Lgn`6)hEt&&`9H_>W_s^d z-<`gY>im@RP%u`vcRZ8;;E2I9XPT?oWz7Gsv5NncdSk#ouc42uP!^T4;r89zHU6?Y zM?9a??bZqaf($)@qMpN>RFW8NbkbMC@YPaIIoY(lxLrbJQqfPeqPwP;^4ISFDKHz| z>zJtEe&4)jbi6KS>eT)o+`nqvzePY!4;#v$f3+DrDxhY0)k=P;FZSaho9kbJua)-J z8j>D1!ftRJs)!#O26{JID~QuGDXe=pPID9O6>oDTF8(w$R#v(x?^`S?C;tcV6b_2H zt}3!XZZe~D`4c>&mzpTb*-`PK-h)TvLs(r;4f*c&B)PZZ;;}GUTZs4UxLB*r!1NP2k8T7psh9;#1l|Na z)UrYbR_7dgGas@sPg&PK49MAE2cKX`XA#dQ4A%P>L}U5YFX)1&OBE$R#Y`|_6(cN= zi!r#;qa=o&@43Jt#XF(0(O_iMh_m}xe1B`4g-+$yg{7(+GM~erz`g@ZEyPcwr1c@= zyXhY!HGp;hx?R{6!nS@{3@M8da3D5dD;z0JZdDWkyKO`A7}b~zUOFsR80!t(Cn<*e z&G4FZ=yNs4($%DbVi?~eWvi~MjfE1Z@rNy-T`cQyBRl3j%zSyM4n97HWrLy6i4)F= z9J)VRQbf^{$rn3EIYjh8?Rr7ZrE4!5lU6A;fPI1#S?Xzu4E=GgkoR5`Q~!;O+E%Ml zTuOY{gLj(eH^_&Lip>W+MDqs9YD~*@ZFydo`K(-`6S05afiuGoh5#qr>bv4c>?s3x z2eyY%rP29NRp)zN^J>E9QG9tZ=O5_PuF;`Dt+Lho)xra>ku7b<8J1RNQ2%3{p&@v3 zVc5Go40uwBQj6Pg)#oFB>*w{Ws^%o&;cd|@GzN0swJX-liT0HVYsIDSKVhrhw~?V(Q`lSgQs+`61^2OZp6Hlf2=k`E4rA+qZ%e8S@Tg^jthM|j9)&LczWGVKM=T0epmC0@p^$ZzyaUkk)H)g#qvv&&4-pM zHS%wZ3~g%mhN&KAo7Q+BgD=6)OuOSyV7#=fcx#F%ikfP{`{OWIvQ0i7VhL8oc}dsZY+V$H%aP7d!>{8cNjCv zsC@WDW{@?$qQfw)XCB+rOw{!ZP^NqKuD1DJf)IZ!-`H_Le5b(NJL|5*OQ3iZ4;@N6 z`?EvFCcMI@G(Gz6#tx2W;Scxjm$AR5kC6;Nc%PWer{%ux(1 zTTyUlvq1Kk*zK{5m75zNdmwX@78*E_V?(q5Sh_*I}f zkdZrKPsL$oow?mM!ey%>DeAT?NF~ zCTVkL+JIbMBZDtJwm|pzT_Dt2w;QsQ<)fgxj#bP$X}kfdMT z-DbWMVviMrw1WR$+Wa%(1U5Jq{N&k}Ev)El zLPz-^kBglNZxW@qFJI5RZejK&+W{XSiuL2rV~>F1A)>VIn)pe^018;w*>2T*~!(!0RCakLj16#> z#IEiA^$h>B=(a?$QDcMcB8JY?35p#K3~p8B0~Y#W<6@g(;@VnBCTeQ%*+Eb;DGR`X z27JYiI3HmpNm-@0b)GG2vVOeX%EcA)TIw97VI|P@IBcAlM!D*Pr7dli+9AQq<(&>L z*u*=u_rd%D-y$WK+!$lQx`HMz(^#&D^1X1wK2OO}di2Fw#QhIIjy2inUc^M<5$~=l z3BHQgvHi6m-}y;r;Ya15vCREDGedc-`|HsbrC?_pU)Q$%moCr6U;f?>bHb~o_oyY; z`Ev+UKlN-NGP2zeW?(WPHg7Y_i~w}jxW5W~Yw9}t01vN*7#@au$vgk>VJ zb+%L-mYw3|f1j%A_-luu<(8IW-lM_~NVm8YTujiX)7i!|CFf&Hmi6)k+`fd=omABp zl^$>lWR&Urr+~ucbEk`a#L{1ZV%vc;zC3<{0b3CR#Uh&q6Eb;X*kD=-ww3Xcf&hRU=a#_XtfVuoW4!R3J~<3+yQ3Z%S?ai2Y2eVx~Mm9@b2Lv%ZNLwAoG=keXrtYdFWYsp94*#OkA`zK+AwNb`V_IS~jIOjYoY5Z5vnb8)2iB;(XfJ_(AagsM$FgJPaDmH>$=o+QJEzZX3rucH zfW=Z6Qa(f*m@(3mH!7I8l&|psX2vJ+();p=d#4~|@YT)sXwoVN|aAl+}muNbxt@Z7r5;y@zep*LL%Xe&`tt1eY z^D1=lNsaACJX9}f@Ck16D$~hl?k;xKl4`mtPbYK4w5->S_S&f+A!24H;xVUH)%6OPcxq%` znJv@zg7T{!U8@*=xsA!Y;o`cL%&QeiAsh6|P+%_ePo*#SPHXUGgNzVA5(GeAjbfYz zTQ*+KAgPtw<%lah4{8| z0Qhi|Dp1AhF3Z9KTor}MAL#8|>=Il*O;4`1z2i|6su=(0oTv%MlKjdT+Ti)FF+(LA zd!EkW(Y<=H(scM-Y%%B*&DX@8T?9_$y}SE+;X(5_GsdrGe@k4rtSiP|M&~s4I!YN~ zLW&4F(dn1*nV@I&N)gzwm+A=GxcU}-uj3ei+e+N0fI_Kfti8+0{WRdg$6`e)H|#&R zSzTQrCon`N!0V1wI{{aSeN$_EZeN7%4Mv-zMxFV#f)CofW0p&FN9m^nS%mw7X{6faur{ zUP$D-O#_0Mn&gMx%E1NOB-1aQ#%a$URf+~RUf9=wTa~f!NYd|_YCLoG-tSJy<$ren zy%?t-mFuPJsfVYuk{Q<~a`)BQ1{p^1aN19tGz>QEsYGc9o#4%R8G*4@xP~)AOF6y-VMWrRwu{{ z>_5%pbzS<={QGGoRxgdRCgCae76~(Bs4X6d2sX9lR|nCFbI3>;iU%A*MZ!33T>Lilg6n%Z{0#e`-`C7%cbRiS5*qYh>FC!HZuk2niOvT-U-G<6EE4&I z{RvhUyQBUSx(kXfzz8hEpBRpw6@Z{AiC!9(w-|T4l@xM=^6sRJul4&2iHUcEuNWCj zB4aLUWa*k$Ty3tTU6Vgycwj$13cCI4OQY zI)WQ=@)!}@T@S|@E$)bSVlQ*v+csm7((5c+%~%2<^-I{OqQSTXQ_8=PV1h8w@xkqj zhE@@9;V4cUz4AuMK>(Y+8c=b3BSF@jgV;n-LM^Jk>zqXzH=tq` zXh9`I$2MUuw;7kg7qP=nHDt}n+|8Upq5u`kz#=VU%z7=b{`cWMYW4I=?AV~GFc5ni zPgon1jc~*LH4H5T3j##}d`pzQlx-zPcvCaCH6>mcy>*wS%Izkls6@H+yHaJ$?4RF- zy~5sAAfCriS7QeDJ2^8GE|+>5byg5X zIQ@du5xlVt(T>-21U_O;~=f3MV9K-LHdvyb}uhPn_{DgJL*P*ze^QwqRVhM7}_R3@;r^NqYq@z^ei{T)SQP5 zcAT!S>K?N3=Mh{FoFaXrC2?w%3aY%PBgXO=FAgI0V{{-Tie%~y`9|>bR6xS};3K{E zAC&tc!x!xc`2yeBvUjzSJ7{LG*+l|$wT{7^uvjC=`R{1~=~s*Q$WR`>O{4=fPiW4;W>Ba=#=^DE~%P3sRf;=>+>z}$y(Y>9ih)JuLCy)?vQ}HQ;PiU zPXkBl?}dBq)ftFcwn>Gcx+{_QGUY*Ql|oxp=!`T!6Kq{wxfTuXkvZ*pJ87H9rWy7a z@|QAiZh7K>O40ZW6BKYAE3e*yw$|Q-xi=+IRJcWw8D-aWKB0nX9`^-8+0^%E{1t80TKsgs0d*OpW$iUs zVv#2|L~F1;Z81GPmQbM+Z?8fLoq-i$lL6z_(UG+_@YE+}VvVY5p2vq@SXkUQ% z0{`_sHQ4Pp604c={R0*<8QAdvy`%`euq{)^RdwIQrE&~RzvSyK(xB^-aUlfBe8%{R znSA@<57}i;m~O;Nc{XB77K28y4{L7};3BVJ?k~;Vwr+E+_NSDRsmy1U#YQOZ<3PqFWq;|G7~?r4qYsGm?&| zjs2&J=ud5wx;yaj!D!axwf)2q@D8|tsSE%j+>(dVpxt+S&Z>;vburf%-Hws~9i>vv z*IU6_RpTC4f3PA1W+`7%HZ9k%s0tO}P%Xz_?M7sfdkdpyoQ>#=0$>TzP&6leEG@{y z>+*Dyc_7nu`L&pWc8K!Gr|w>cFV#$fB~&4Xvzn|=`d6B^f%n}Mju?jPHewX6R>Mu zDe%vlwPLQqt&%#)>__+siHet2%}IQBJ3D2pOYq;P?mhy3-@3rf5+W>Zom>GkmRUL zYUmJ#&QVtoh={EFpjH&cZ-lS*^JNz)70S;3_p@52r%^0M|3_K$zvV?dydSXbA>Q@E z9a1ep2yrD90^0@oaw`8t@*GNHVc2s(B9f5t0G$SrEBQW9n*sDRkl7U*n7;03 z8p-7)yYt#RU7wqDK|MT`jJ0%9au(qs~!%a+4x}7{`MPQ7b$J~ZrU>T4r+VGP-#E+o{N4x$FB@lO?K4T!<+V3ylp!mjG{tj8NgjY zOEW_0%~@B3<>fv{>CHMvS=)6SvLYDK@2@whZ`Okv34cn?(>|@uItp$aSh0E3Nt?;F zCLNZHYM>m)w{+{eiZsp>OQR(to_iw6fd+Nl8j7S!`l$(@Ka~YT>4eVBT#y@$KJfsA zqmTOFQ`dvJO1so)i=tt)&k6f_VEJq3`In}MZThQ>=fo%Ij4190c`8EPCo#`RMYHSF zghd$aW60mI)x`OSA+Hj|#&$;d5o+`f7HC;tMn*`gXoqW}^kq-RQ8SBr#Yl}_$S zd^zsl9xL!+knj?I3{=wYPz@j4SWlkL`Rt;^rj0t}Qg|IA#4`{DT|LtR;u%7AvM63^ zWgR5edFRR(>rkhS9~!>slD{h7Y{nb{R;7*u-}T$#n8miJ47{HyIde;;yx1Bb%lTT! zO>7~y7SMoKx4R%C#DWAkM-@;UEL>yTTN7;JaVG+q%Yj@OJ8vU5{@mUaB=H|nD0Gm7 zyAkeRKDUx-K?W;gQ!>;%>6xP3i_CP#dzz`@GY)pY zqo3F#9!#44gEji_W~f+0swJdbcTn9BJXw$Y{+iRu@o}(Co{|Ee?m6M(N;Vj+q7vDn zw?(``#9v!*vydQ9L|yeQGycVouFG98!)7;BYI^tK-fGXt-wgTFRU$Vq#Ua|LpQ!p% z^u>KARSdl5Q?+$JJH2%#+bTLG8CYBVwXKF*26t#9oL)|!#L@IV<$s}5VqN--yNf$G z?gP68;DeTwMPP!Iu9r?A-1}f_t>HX*GWs^J?eDD$l|R!HvW(9a%yMbehbIy|r7KM( zd_@shntykNqXc-Q8@yu7AF&?`GubZ9vbJ7L#u;PFmTCr~geNx20pBCz?%b}j4UDgL zf8Bf-zuADkyWr0FhwcJYA1wXHo30VlJZLZ=9E13uZpM?2 zKhm#W-*=Pc;+$~y%7>0>AD#g!GlAyUf|$s|#%^HKcxATGHxT6k;0Lxe)Q&dE;|LFu zIvxdRXB*y^|0dv@KXk!FHyQLoQk|PV=+QT>>V096QHou}44zsO!GS8V#F4foxCZR5 zs~{|jwe{AW3w>?SBb^l=Ow`evi?^lt@Mp0PUSvW?pRZUu-F5zS5d?0v_did;F?ou% zLD7p323HN7qA3wd*7XJ?%`U{e%l}Ws@n(Qd^IPM}EPwVN7{Gs}n)l|nm-2c%14x3- zE%@ZrpsD`LI^BNDpFfFxiS2i#@BZm^lNjc^ihlM}er?NS^etk(bSU($1x+ZeeX3M> z`T(x0E&EZb1QqsM#H#HL!=v#LyaKD+j@I$1&)BuSmA`tr)$Q6T?i#x9RHjprQde|S zmajwqO*39bzeEQmQq?q3x?C{E68{%fF?M0s=G3i&@xmqFK_qc>rq)itR~9W!iwm&h=SIix2PANA zj2V9QZ)Q1ml=YkVOH><+qO{v0ujo_>>uN81o5*i^xyRf%Z7fez9VOC6mjAj3$guZR%D(l$_t^8t@2XR8r!~kKuFPD zS<3^nA4|x(D*9rNdgt^7{zM;}R3}V(VaTN*y8q3;h%M?szaC!JX$4BXi53~CjDphk zhCUm~J|pR7H>g-yAn27N)OXk1u%Hr_Emiv>ik~E=gFc8;hHj~Hc8@>yM(L%vhjh;k z74a~AD06UCw<@Xz6v^{6yjO#n=^IZZng5Zl_34M`OdQ<{Q2RYW)Jx*s$>`#y2HRGR zNL@_@fP?;kQ4`nDM)K7g4fr868mU`=^oZRRRU336=;lx1*J1*u5NRe@eU&T5e;Z$L z^VG56khPXAI$)elP{SX=l^9r;_|FtnV%QXB$H{^B!K-+dtRV3CP2KRSHV51aaxTf} zduw&2M?6I16NR4!pOg89d3VoGR(MgQ!LR8-@CqukhLWo1VJ+&Dzj8@%m@eE0UzWZq z$1Rpl{SzO4aB5%>o*Q2EY^}i5hHQEn#+RF#(f=l!?g^uj(DnPj&lnaq+=tldC$4E_ zn1DXYgOi^Rw0s{f75LluI{x+H;KQNuAT&cFLKCH{6BvL~e4m1AzlED*u^H(y0O>7_ zH3L2|uQq~kD7o7`79L7ug{9o1t`FVHhQdz3*}zKX*M1Pj+euh%l-|L1hUI6sSYQmJ z7jb4GA`AR`O40i%w*6@6eI^E0UCSMKxtgZdE>~nu#X=74jf!%4^8IVe!@aG z@n`-;j~AjOILD`MU3Wu}^LN*#w+<2o;*~}{^`QQiv&XP54T)2pt12D~ikor>exNdY zh6>&cE)gB1jbn~7W8t?e6mfmCy|f_oF99|^9S{JgII7BX4}~as-}T=lN!vV&|U%#7VB>SAI{hZE|_?Fr+>mSFfUP_{_f_Q`)gE#qh^k&-)t|s_scAodyWQE$^`jb&cBP={|@vX+!1n5qtSMrRku+5{`r@6m`E5GRs zR{Y~Ps^6rXkwke;Q9iqM8Smc1>3Z8X9YUZ9`P6@-RVUMPYlsN(QZcOAA@#;X6|k5T zxjro_W7)dH zQi`{ieqRw^%HI}leKF8yCG0I4Y!m+R{`cdxYBA6AVZmwC9iBrfk`m*pX zM!%`9?)miiCB}!Bg~;I0jrjVvGc>&;8;6A*mQH-KS5H11eEQ>y*kg-6pza^W&jy;9 zw$z_MHK`~*7gm0mqt&nCF3KE2R~R?4LTyUK65rh8V7JgrA)mKQ4NEr+)?` z;!ulr*`pBX+S_g7BrkBiO@1!aNqq+q1=+(04Mct#Ix03a^C! z<>xFu%6yaC#&yA zrx*%9e$n;%igSwy4sFuoPl)n6xs)ITq8%g_6f>X2vFL%f2Fsf?=+ zEgL2(YqSfV?*Iyz{{Vj9*w+v_w!@nL^a9Rb+`o&ZRw~6}q2K>b9h}4ib5Eoz8PWS6 z^mZyU^;D9SI*HPPJVoIkRtKGqQv2^V53E&IO|BwP7sO|AxlY1sv=r^XylR=b!r`5E-TgVJ?3AGTQt%v+rW558nq1p?m#G?YfZhn@dxqT8;S275mC8r zu@G^;Kb$RJrpd$bkTv3|PqN2pt*4^-{rONvq zR8Ja|5-rfnteo_h)1eMNJxiDr@hFh~m%^hI^G^<$*d{gui{$EXiEfxim{+e_WS1O% zTMu{ze}aAcqP9j~wWF|qr~9Mo$sm=*PuX+*#g~3@d;s9juhYahxg}S`^c~pe$_${E z5z^@;`vTSirPxy$W#y6M#!J0{&3MkhWvkygSUB)W<}76BMe8hMjN5uZ!)0%x&?EI_ zWf9h@{yx^xVoSkhR0XbBxsO0N^+JmHY9E~a$;>?O+5jwaK<-1U>?#`@Ju~dKlI7=6 z>vo8#dn*2}#tUAH)|mWqw)^urE#B@O*(U7ZO-{@j@kqukOr^9dD9we*yn^}EdfJ% zKhXY{#mCm!t)x3Vh9;iDK}JDDDMDotg`^MGMF_H{z5DZ$$*Kbf`Noo31mvHx>CE2 zjt0ACuc_--%}@G)U#Q9xq;$e(iko}UZOjA^ODUI~hVLH=Jt1AQnz0>2TT4ETx5Cvv zT&QUwcp@}FvpMMko;gS42s<1dXMAyWPtwe-sQ2vb&8x+7PRRZv^7{r4kfBP!==+zc zxUK9m-}Y5t56P?eM@iJGM~W^!w}@el1zb}e5gCmANJ9odIwE~d213*i=zymRvH&5+ zR0wXyU;j)nRuIJ9tvxUk-(eHhKOFvLV<54noHGWT7%swVSJs;vG7QiZX zHEbG}%X#butO|IBZ^QB*0)jB`;1{fjAWTsnGwggzK7U}VKPzb(^*GRR=er9{F5s6( zg|!Rxn7lBro>uoEqUyby`&irYPM5Rn!Qzv)LQ^*+n8jZPcQImY~@!vf80SYZH<9$@~?zI*2s4Tr0=% zkUzt&5m0-eGru|sBSlJV@i)qdCr!#NkC=t>-uAhr_S|E%r8rd0J1xBQHVieO_2kI= zyLwt&C%&nvDJS5jEdFhf%(N;!M9Kc7^QMn8B&4lC5x?5biB;FLCAvTB`UBEwrm_Cp zM>>kPa*1Q-wfIIg%Z<&E@KUMeQWoHa;5#Q10H|dqNglx^`w8_L`Gw>nsm8&CBebdv zF`s0@aj;m$W4#hi&2a`Yw$>U+d-l5Sx|Zb$fc+&_^y0flA0@|^IK4F%?aGQ96hwBz z^n6Yv^Zjq-nj7(EIYdx~26Vs5waRVH625vZhsPxSwWabNh`9Gun^r&oys0r<|Kh#> zk$dH4dZ>lo0q~01y&>y~+W6yBQy0equFOi6N+`IWoX^5!t#{*+*?zW-f2)%d;aF@< zCYN;^ukT|Zv-4>-W3^F-qOM;;{~31Z`PCv6cqIOzL=bwT;v;xqnwZFEgJm&SWmegg za~^ev_vJEe_1=d6d)1H|r=!OYaX_t+Gu8Y%? z8AB&@eN#?0i0{>kBs$BD^9;T^fw`QV@85RK$4`S+)#t7ep`GzuHTmX_vpMQm-{?dtg~f2 zs%BqEbJ^8tW0wtcUG0S3E$jN1&YyPgdYt3+M$Ih*l)r+IVa_o;=h@l%X-KpwUP32i z7q9Qwv)N(5EmD>>8ctpR>$@lhNW1IiA6H5s7{fLH-sU|yB@Qq;bXzGmQsLROclLoJ znd?5kTA1<7o|FwemV0 z!v8ex&mwl?De#V_-JTQQXu+4gv4w50gDdsQ--mKgMNffSWh(lcKA#O{d>Lq4t9Sgy z9eRe|2Yz$;!$!OO`YFfzprYoY{<{r@>i7uAjK^5o%^Kd2E{-33`a<0N{kF%zL)ZKg zvGD=N0ZI7}nZM<~L+GkLP2Vc>Dr#3wH=;8H3|&-9GmGEu$RVI&?%0Yl;&umG^^W$0 z%a0mc{GTgN0L2NCd+tNQ9Ij2#jS)koGl-Y<)n@NKJ~=$LrU9hYfVdRG}Sy@A0kX{EeQ#E!JED`zh?$96{&H+tkyL(R8Mpf0GP+qIwU5V zZbuXa$v>VoIjRgbe@TfG?74f$g*;dW+D7PO@}B2L>Uh z)c@DD^ivL~IHjxY0y4FBe>FCU^Uvb|t}4$$+Av_?a7H7s=O4Jj0#xC4hgH{egmxsH zK(G1~Wkgpi_R?$h>wkg5PMZC>&|YDsYwT2(M_u}Ba)iBaHo(eMJ$Vv7x?ipzRd{D3 zKO?fa_)aU3plRzQ!IHc_9;3()v@{|51tiel-?)&olhR*7KO+6oK-|Dwr4CjirWO&@ zGEN~dSFL|=X^_f1muN8<>zAz4iJR+i-e<4&qhA{7)9M;5PpC0Xnfpe@1WB)FH2B*y zAi_qdDAU|Cp)XTRLToQ&cXCiQOkEnlI$hSmP5Ou&b)p20<=PDVCDPnLX-7F0lz)qU zgjFu(V;mLlf>?E?d5cQ`ST=K6AkfF`&nEq5i)`<|nI5oHjYAtmrpAR%iTzf={3rZ% zUSP;+VY{fRw1~?LTXuhk#mAkB6Pv?&FFbiv!}r*!|EuT7OAxLO(HU5+*z$rFBtV`esVQ zj(ao+wftP6Z{^HxyQp-q(R*wL!WKfYI*SJZlhdG zJ-IM{-=AsA!thadiPA7evsMu#G9k|2<)bJQ6enKHuv*RVjpj(>JN-~Ed%S;30#{n; zFfPs(vRGPiq%No7LL8{khE?jzqzmd0Ii!v6lwQip_{Wy7c71^I-W@-YvHkcYsNda*H3^l&kZ*WQSC3M9r~YUP7JypNWT8{+9&s$2l!W|?KOhcg};jzm)W(>ePE zoRfn(A~fl9P!zNPn@v9%lz!1&!^^%sn&$fdq5w1tXIX~0=V%VcnqQV@C^^_AhiRy= zP#GAt2ILZvnD&-#Vd3$Aa>8ZX^1)lNu9*Z~{*QeCwex2?PjX+!t$ zG*CgyhSxlH8(!dXRuK5$3P@usTlR( zHnM)bes-s$8)cHav;U({AsQX1TbYqK!W79aG|toQ8lhlNk+JCWP-`e-aPsp7Byj^C3G%#KyPRB)PS-jMrNe$0$!tHcsKG}4G?xDSk-Xb-V8zHwb$X_wjrX6UAZlTN*+5NO3^|Nm~c9wYL5+nkl{T_#yq@p8IQ4IVU2EC+L&D+3T+}&7Nw92NucgrfXHI-dqY7|raajkw-*XfyzOvCg)beTch3SRn zP3Gjl{FKm-={=}Q={vA5T@3zwLTX|k^rLG|x%dPKA%o*0E_D1j{8-cZ=g_B@TVzPV zLe?a42L2^_# z*Md%~Y_taQWCQqW_YtDfV8-$dYN5|Ihnto%u8(et%t^Z_yMJmFv9Bm-gpMY=k0Svl zz#VE=>T+f1p5~63TO>R)F*U-sH!B&OV3l1wQxOUYZUE@9og_OH&LUDP9P+yLq}0&X zipL~d4xt7FJx7j(JKLSAYi=#Oe|goS{={^EF~RAYf;;Kerjt>eE|=i7`RUB{@GA;U z+PdjBwou@rRJW2gF4xX^+9ZYixpUJ4vf8uwCqu!7i~Y< zhzz%_uk=-h_IQi|EKobMri#Ul89x zrwy7QjCAk8?tR%$XFt!Zmxvb5QehA{frAt6Rg{s^at|^Ka~MDo%F4d@pn~1rNuQ8N z4~if@znHt0%cu)Q+ zaL5%gI7?65AjUP80i%oh9`}f*5eg#9q|7-RVbPJ*f~9Qr7xQg3b;3Bn=JepLp~(N1K;-?*i*B!DMbJ ze2m!SLOpM+C$oxLUw>2mx8Rb@SZD?hG&L2&iJj!r?DoUu6PYN)OO}%Qs z78D1g*41{@ojR9jH2fvjBbK0q{TJ856L#?4oDC9|jfc?d)s^=9h2|^lNZttUQ1seJ zyUorg@slTAI8BGC6O}>ngsxm-X6&-0ujHi4vSNR>QBUT?MO~nPmjhjzO!nlFl$Zk7 z;OjXxiA=1op`~M;O}m~X&k-7oYmI+AFP#>M6e(a;y2{6R=cT6$P9Q=1b79C`e0L(` zs=9k+8EmL|HlQoxI=Q6zKVxLjD#GVA@=3>CwDvE-=x*WCA5~6uqj?Mh^b6;(RMSou z=+m36V(+i{xzMi&a}nmr{CpKP3_Z6O# zkYRmZ=caL9;4&oAl_Es%y>rUe`0A{~ zIw#L;+$=-foIVih22j9o9k-5dtAG>@q8`egu(1UG#d(si5$|NHc^@~pkUXcQVNh$` zY`&97?6|9uKMmo&Q8sJyxZFjuO|eT;4BcRurV9}mnkEA!yB1TvcPnO8=sd1G$<%IY z-b~_XO3o3IBke*M65Lkxl}fLZZWQ&ZiyCB^GAkPs8rHIUTZ#%{mjIaoO=XD^cX|O< z0WP6#B@&hEep{V*7cyVOPXI<-zx#jq=2CV3h+4Q%7j5rWrx@5@i}{?Aea1aJ@4;&m z!>Wu+EcBsnEa{e@1y6Gi?uKR&lQ^b)>ywDBnGmvZE(vpx-bGCwDhu(yDzur1z$lN&4Y)d<4|GkHIu+LXhIVN{ zt$Pw2S|Q83Z3LT0Up7#pg<{o`6(|S_C0?l*;ZzVXq2bphu>B z#R>C2(nDVZl3G3~U-pH|n?JqS*6fNsgR-55CU!Vnl_wkcSX9xp$~ZvmEkQHz9eB zZTX@IH&*5zSfJ;7FLNBwOQbu6gq}CVUFk2V!<}C0?lyMu8&1I+UB3~Ez?mnN_arI3 zOw<_>m8L>N-yXdmgnw@NJ)YP-$cu^}9^cMH2%5fTq9xko>KfV%?1;){#q4@dDxowx z4zmF;_W3PPXK;qKJ%%^OLuxqp0Z~AiL-^OddGRzlD^hB)UU6 zNLk*q5X3PnUQN<~E6j6TX) z;MRH6SQ^V3Xs$)00G1CkOJ*+3!XM;SHgEQT2T#}XPn3+rX49-~&1MTg!st3J_RFxA zQygj}a>1Lt9({-jZ{si35_Y#j=PStsG6&%fKbcq4tt&%pP4X{7#;dJS2qN!Lhh$BR zhdL-yzJDfH3{}E3QPxqhAJPm7WocWlPw~h_1e$+BwtjsB`VbqHaVe6no-nl_ zsDTJ4jre*n4c!jpcisRpzn^3VrAs`C!F>vFDs1DT83(FC$8D$xcGs1(KBH{bu5mM! zKvJfdDb{cl@YxnjLhhGLCDc##MTTL1F+usFMb!^isd21>EM*H@LuvDT{>-7r*-%Bm-rUGBj8PnurE%rRq6XoC1IrBckTO~jAH?OF*!7Z6^m!?PYAcOvrbt@IU z3m|va>o!%wn}G!QM%SAX6}Px)p4k|6-J0e#dO|{8bg<4H&-MI=D_^!>uLN1Nx!p{Z z(a zcI4V)LhS$rcOiLPW+o#X#57W)YHvA=+#oR)Kke%pe>J4<1z_Fj9hH_0(UT-?(>@72 z%NfOU?Z#f4si5p^Sh)vKxvhj~_(VFILN~jn^U|RIAo@&~zDO&78p<7K8;4+D;cG$2 z6H>pc4_!gtP7G_iDJGl94fF>;EHO9@JR`XH|6%D?1UCwe(rgn);){G^2D$02BGlef zO$H>)5q?LZh8=}kl43;vJHZ2rzIVh>-%rJF6bMZ&GUPP@q(2kAJm73$#d{{Pt)bZB%VMoKH?t!%JwB@vGQ-ydaDqFZ z1lND>BRUUR?z+wlN|96U$Zzz`m+d0y(r=l(q`UDT8j+W8zRSRl1pe;-iQQpc6*m#p z&)sqYWPn9&?`x1Uq``zAbfp`41w6CAR9|D0*!1 zLdY82WW1SlSIM60~NGq=f}Y+T@)7Ucw{idD+G6gwa@X}7?5Ert@}2LC4DeS ztnq-pz3NJtMB6vq6yp*RE~tRhs?3mOfp|$6&QihWN{(FBr+H1dGU z8RbYf#QuQz!0CYdPFG1}Xu#7Zqw!@w24IE9?0R?odsBMdP<`K}KE11)<{kXBa*)SFe%7-70rR8LGg|7@6e$787{3 zNTv8c22;V=6`K8c`{JUS=!1r>7P336T(8K)=P{)8zzG-vlu*{0;Jec|_3hKrZ6Br2 zoE;!VZ;Vj>zAK@w{(0E+$8w0U?T3`0oy#_}7#J;$V>>by7Po;~K7^M>wNYlGh5z7z z()4Ln84N3K0jH`zhNC&p;JI0ZpvW`gbvU((w2_Ca2h3~aY?BXBw!IiO*xGsfD(4@< zlFj)+NSf0Kkfee_P0MFjgar2J82j#SAS93NoXlWcfg)UNKT&!kC5hq-dK8{HcAj#^ zqz>lXQk8PaJxCf{_Fe=Qtjf&uXbUs`dF*P!IvQO(@rxCaIlFA5)W@;m5&!o#C0}GV zbsv4QbKDY<6-w1K&@4(c&Iq*8&?Mz*4Uy(ocLv*x5?f+VXbW*99Zk&r7}p0}TK$b~ zK?-zaqRO+9`IrY%ltZYX!Tl{a9JI>bj1jxGwMhCvVpL}ARnITr1-Xzg`&|}ZFXLMq z5gsdaI`x5k@Go@2<7YrZVPgzpNc)1JQ5_f8Js}1Ex8d(Zwz=O5UZTav?r{q=3xe-) zC5%cTYiEFMWQL9Tv!^r;TjQL!qscf|0N%O+uEB?kHPZ)OhDKy?%>#4QTe`0y((n8n z<{SQIvv=yEE>e+-XtzDbsi2)o*< zhIMY`~D+o!-8l%IE1CZpj!OVXOTxyV;R~ zr9Iwo)K)U0O5qy3H~sDLsj-N#lg0zZ|C=LR9GEpdph7VtuCX6memfGn({Jkv}pq$ zDG1&z=mOoT_j0}CBsBqxtwWe(t4~uK0JvPAR~UOjn)z_az1-AzOXI4;TF|t6-4A-8 zGE3qv<2Q!m(NWOZc;!GZGu6EW`dAr2fe=~@x4+mOwN2ivnN;%M$TxuBh!Ejk;l>eg z?l`5HZ1-n+ofTbjKOv7M3f4C%UetM;`&RCNT$w{x$B#SS;;?dIndS05CB+&-ERNVY zPn=#VG_1yVn4|(<5603wp}5HV{_n{bYoN=I$W8{a#5}vI(Vq3K56<;MDbp+A;{4A2 zJ2ZWIgXWRs47j)2-xPw~v2_3BdmNogwnfUshQ_uwYHd?ds2FYA0+m>Jm(_aA(I6}f z-#uKDIgDDSqwMpBT*Fe?P>G})Ffnl9XP^hVwc8jXhqi7gzecUzmuB+MnKy=iDE)|t ze{i?`S>f|0pZ(O1KW*;tnd{{E&bltyCbJT5^rW0f)~JU;d(Y0fr%=g^3K65*RZgc9 zuZ~iFmD5@y|KuAX&u4KQ{TVA2^gJ{xJ+4v$0@rAP2cn-8qMDBUN!=o|6Mlt4OIYQu zi4SGi;=rD~;UDqh)vZ8fS|_3LG}a>%z@Dcd;L^Vtl9KS=-gPZ&RSsx-HFnDBS~p|L zydMvMh1*5ih zJiZGs7(?I*KO=`cQm_v6JX2BIXJs|{BmHqyv%Re(*Xa0h!)1$DZZ(u!#v=!*dCA1; zQviz@ydhp7+suu;_`fkv zcNSG!Co*NtoUnsE(;DUDN%VK^shu?6@Sp(Ed#GKVE`J@JmP)3d^q(f-GF#jWw zS+CUdDSdU}Z(uP<>Ohv*?&3RvIoI8=j(!DTVZ##m67c=Q)%;U*oJhpWM#bN0*+LF} zLkCgq1#hs4{YOF$f6cpB;xoWJpa{l=JZmV)6ckuc9Q_eQ7P;Eh$sgH=$%3rQPxN{I zAJh=R(U_Mc6Q^C9sT^7wDeaCw(y5)E4jjZM9|Gced69n>O+-q_@Y%1AVC{F*oAl&O z!asF-Z8dtnvd^ddKv0GuU!qB|YaUG+V@TK&swC5XJY4zcxA1u^zF5C#)n zA=AH+QK1?7E;kVPljGuaRM#xR(C_Uiwbkk(NV#i5!VypK@aJW}HsuNkduDEmY++r_ z*n|6t%jJ1hNlaGMh0Zcj2nI44@Sr_Q;#>J3f0$?9M*e)X!%5OQhFW%JL zWP3k}OGN9l6LYVLfM^|eovbYDI=Pp~M@)_D$FL}?{N-NrOw*N_4^634)}-4-h=J}2 zOtmT)Cd{T&mZxQuUsr6^ilRdaypJo37^+xZcPaJao1{>#1BZptE&RQ=yzF&hg@t-~g9LWMFn~ItLu-F+@ z7!FjeNdg@_rHG75y8&vQMIF@acM^AS&#eQ&4x+i1VnRn*^$jN7JHs(%*|VqbF76WC z7s_=#Gx;U@Jm7TQm+Rq%$pkx>L*uSXmIOF3xIz9|LkkqAMCZ-R2s~Y-`}|9EduUV* zBmsz_d+!RZ<1GjMXH{NQv~L`s&qMv`d5aBrW)JWoO~^KbET%n z`H;?{B#r;i2{QF0vgBtR|{Qz#od^4QB5!gRON%j7aL##e{GtRW6l6j}~{ zZ*ut!)<08U*?;=OOePSM$%x>mOS;qE!@;Hz;1+`NAmO-4qfJ}0Y(>xIW+qb<(T(x= z%)R^anJ}`Re!`dTw9Z3SxonF~kLW8a2R3jM$?elRQMJ?c%crIw+HVydUWkGz{%NJFzlt;K@D-= ze`Eg6lX%=zuUb7 z?85%aZh#JE|4x>{7PB@=4=UEpvqN>;s#6kV{$gRPC36t>9NxyG_0NJGN{gqb zBUPMtd`Y_b<-g@2 zW(NhtZc|QOiF@6vl>EgC`5iCSMX$UQho6`QnF1+ad%Nif&Xa#fpMF00tp-H~NT5uX zTbdJnEws>-!s+V>t^+;)r1eTwqABEct&sKCP-2ZFIZCk=eV#dSN+wTNBA--1jFwLM z6HaZ+@znz6NR8b2<4TE29S@Yop)3JLy5QCM?rCANwY$wqxqe@NJTy(F`ZYD!+q~r* zb&4l7VFy^uW%%?{&|fqweS_nQ;mt6wMwGk)xc`}!{tSOedt%!`M=4j_G!Zw;6Ib7O zplw(svR?i*m@Yuo*(bTqj1Lw;qWKp7ctnIesqu?U&epl7TgKgMP%`Ro zz-5-t4NzG|+IY4u_f4o<{aw`qteVFT)SJ6W^sLNl+@lx$Ks!t>@U>;^rwx<<2yk-q zllU!M`IZFhB=KReEFX-pmVxXfa+uu4!J zMV=6AR7&Lk`4+|g4&>x0dOq#%f*=yODK8WjCv zX0^foVol|0txql2{$pmi5)=E-T@$Efu#hQU!G$22YT#s`w+cNwiB^6{e~+mbWv|;} zFs5npCkt=*6ixwVR?oaw46*C?50^sWV?{jDe=paI>Z9^ju@C-AoB+Mf0>c&0+;-GX z0_P#PeS!`qJ-G<0v+k&f5D0hg%3dTYJW>wuq|4$!2`w^p-sioD5O7P~*sOr_!@#e1 zzaJA@((35dlmD<}Z*yA5W>rpSiBB@Asd;M7O zNiFDQj(HZ6XkduE#wWaH`o&*>=!-Ui-LNr-g`p#OA9m*KmeuiP!VbZZsGgtvT+71Lm44LDB5`<*CuL zy(aGn_O0%gl)lxiBIZ&ALpg{_^1O9h6$*`x1#YG zkIh^|;j^;`5AZdkEO&wMKx;_5@1zq}I^?xkLYgLdSBsrfwbf>NE#s>s)kdLW%7*lA zppk=&29!PO!*Nfj$8*bHSpJ?TvM=a^~d^)rK7e2c_DD_zL=;A|%`kW$aY_kci9 z$DZt%6Jj`?_@hrbjpand^gC_#%HYnOc+#Pp85MH~v^bz{W-Hm=Qq^#@*JfM-DORjJ`xvQfJF4(MDX z*a-i${_5hEz8IV0t=jUhyvhA6W~_^(0=ZWCp@e3>JcxWuY%vTav8ngTT(MJHcqAxE zXx=33R*e4pjx_cM8Sd6r4F7wDAqjXpZ)yT_a*qhC&OtHu{Fe8X1V~!B6k9q=if!gQ z)_uO-yR$f*fQ>d!=hOio%9Iv9oM(tRD0{IwyWJ=_2 zix3uB#oql&PGaWt0Cole@Gptr*%H9wnM@$rjRcpy6f!s?L#o1 zq;EZSk0vyYwR7fk=Kx2_3QN*CGgkFZ^`L^gRio+UX z`uh_7gqnonRTqu4SONj{HcRy0ViK`43N663)P-2YyELkLs{G2gkM|6FeV*L$Rf!;m zvIbBC4W&)JV8q3`)bQ(}KjKV@dbm@$SZ$1_BJdbtXk{WH8rLjvza2fKyYpBFyHM@0vxhQ}a!$vrag=!2Vuj&&T(bu@N zWgZi=IfJ>!J_JI}RT)+mS`;OVIREK>_Bp!jFTisEI#J8V55MeYFuz%w`8j zWYBmK*zp&z@?puyOAHsDq8 zcJ*O%chLBR4DKr6>UI39qzFo{4{IsPGu1*_+horgBY5HORv6m0=&oT@l>HCISGaHt4S+_py`azzLkv$91ZvFJof2k}s+N zu2_dw^&thy3<+Am=fyXg&qv77}iTT}Ct61vkA5QYT^uD|9!o0uVk9=U$~s z*fm`BzL4f~6I)JeZvx8-2<_AyV9FZ9V6}Rp!8P9j z_YhC=nsEW+cK4E8c%Re8vg)wop`bSZNw4k-uuFThY2t*v1XZTN<~6m?2m5gy*>T*d zT0JxJTEC}&O(+#0+xC`w=iGt>nTmjpV%7mH4RAWj4GcUpgi_a6N$76&%|23suO2Um zIKEx_+q@v`X!$r`cS|@YAs0SfY#OT;y2Kq9lI^3HNdAze_&YuIbafyyEToX-|eL`IN9jeWRv=Ui2Su1|QJKuDR43>ndd z3e6zbFGak{RnjG5pQ9E)rT~{y`|NXDgcDsv#*4C0s>ObR_<7_>`7e&IVWI5Y_%loT&Z@wJ})o5}~6 z%|~C#61_%}Jx$xrsy(`(sVmQIm8;U&0qye=`$d4=lg4$1`lg2q*$cqTlwIrWD4GG( zx$7XssvEtXbX~DSb&qljN^FiXMC>u*Ew}K}(`pkYKthG^B?!Zj4xxgxY=<}NsI6te zx&L!){*?H1@YNb)b^}I_2i?tRrdOJ0#zh>ztjcj2A^L{a!F8T=o%4o(57V;s-$&ho zGmtp-hc?Re-s&!sfSk&kc5Q2OYH0Ew1A59S6;(^%T_n~x#tNg=M2`)jO^(~)?)u$i zw&U{5k#HUOZ~is}d*l%R75hA+ae1;nUUWAu`j^DpY8#JBZT|ugdp4H;zGuHppgIF< z4o3}iRW24b4`Mw-`l+bsl3p+^RFf2~M+2{1BurG&&j4u*`5-c8cZ-fU+>{afL|4ot z6**#R^!E$nE$d@k{bVX7DHHsNq?%u0C3+QaS}p)m+tKAWxeF51^SL?GrU_yt*^ z6g3pU{-8U1R=pl*li!i`x&*>Lm#7tTy$)h~a&y+dwTxG0Cd)h_^<>OxVLzyG5Q4UK zF;gw&J4ivgoM#z;v7DXi>6tHoFcvuz4|qKY0ZKx5;4=qsn@TuVm*>V9GKIILM33ty%*6X`8I|!J;iYY_YQD*O}%qFTDP*TZe<)ez_gHxwsxbF$&OzqWwKJ>`c!_+umYWNQ_>8Z!rZy)`60}^i`rcM)Q7_w zyIkK>$rTT;Sdet7)3PrxuyZPx0Z`S#*?FJu7~|u5(`|56ShZ;7v{>%`i}SnH3sg^_ zBJkWVL2*V1@3N{m3boT|KtEHo(CV|bDD*l~BKd%R(wVGRM?rML_vI;~VjODk)8li! z{W-Rxx=ZQtxTV?nuVm~?_j5|d*sN*-0QzcWCs>7FlVQ~o_;|#T-t@(M8nS3l^d?>Jh6GOkG1yT#y?b#HRU5)vTTBCtn^&H!S&NLyP`-1? z5EN|4p#mtI>wa5E(;el}MYg(~SV$Z99lYsle_g_?r%bUDQT=eC<-@xFkvZe|L&*}J z+Fc8XV)oClPaRT&Qw-AyZ0mdtDQ_Q7I~iTN_BVn^P9yL8dbTYMF@Np6P_h)~PB>n| zuyBmWkk+GYI4g{|IZ*r3X}ZDXHUM1*Q>J&Kdhkp(IT;eI6*)S8n1TGp)^90KN%45W z>1_48Oplj4NT4MTe8{h4gnnBKM9TWg^wQ&_fSwK0I*IT+wNe%NuKJz@s$58tsoP`-TZ$^wDcq;_e3O1zlD zLQJipGPogC#)PkwHRb|q6#@}M+GZH`NtJ+q8nK|BUkKW6)ws-0s)0WwYm@;a70OSJ zX@P-D)tOfLBcGhSr+}Q8ho={&E2WpK4n=H^`p3zJK%{ue%=_1+v-&#w+ymb{Lc6CL zmxxa7N6(pN1l5dYL`q;2n|U~8VqnUrUgmY$?-P2E2jIEE8UX; z{Du#@VfHjv8wkkek&3budoq12KABWZ`A1}uNFzOR+_gZ`$vQeIQMvw7LU}J#eOfMR z2i+=-4X0&fRiE`d7x5^P{Faq)yxrG#~0?Gh-6YOmBdrl~* zWK9 z3tlzWX_To>ZmjeTWS0nB4pu*`;yqn1ZdBJoiI8B_P>{irROORosOlqS%i%AFxaQuY z!Y(=t@9;{gABm7~^7co0oA|R?{WkbJK`1ygmiG3xf2}$&lPx@7`RpZ}Tz3n)W<@*1 zxF282THT`Zxb$rBYVF#dID8H9I&UdGP>%mE;UV$X0x^!9F^?c^o!GL!-94CisO!mx*2SOeUB2e@>DA8#c!&dvd1pjyY}%Ga+WxU4txj)_=Hi~;Nm zfW2FjJm*+8;hS2vB)4B3inpiL&^Dbrmyw9{$DsAD^LDE#RO6=(z2TLo8s%NkZDU<} zJ6l<&vH;d5eP+OuRh!WMp5CTJ#ys43>VGyL39;TV#!=_jPJ!zObV>|DuGxk}|DmU# zL{~09r6s`JlZWRX=SINl_a9R8$mUsVZ8wjt7LYm6JpNsr?}XzvjDvcV@hH>MoS9lM=3@HT_AmYXfl$bVay>0jqzigh0}XP0 z*@{)>Y}FE|c};e=Yn+&L@CB2%2#`S&&XWQ@Zh{@qH`al5%_baVQh}9@Sb&Zu3GBeV z-a)74O`V}`z(WRrnhY=&2gN)FJogAMyd(XO0DCbi{UYj3IDu+pR|6Vq^ZnUnhV9!s z3FOgXfE%Zt!slPg!bRE5S;exe((Gmx@}Elz=u)u{b8UmAAZu)R>D|@oWz1(d_5tTK zgOKi$+~jy6Q@t$r$*B=Jv9=j31LRbWB>Fu6S_q=%uQA{-Fj7Cu5zwY1H$i`q(5PhV zj@F{hW_yr&+xv(dM>qNyd4au_yBuNruzi&sOLr83J zAf--a=&gv4s}A|!Zk+1*B&dP49;7(UW+zSja8gX)<8bC1CxK;%D%li?n*HY#?oV8( zA5Pc+s^PPbEF6G!K39Xw6Y77A)WqO;OS1=(Nx!EwtQL=v9p8!SO>va0=Y$dLm?mc2 zpn@t+oVkJWGiot_=Wwaq-yBpHNo-VJ!0ps+Brcyl?wM&N!KU6bC+2}7c9Vo7;4?Q< z(MO3&h6P}l{lQFmR4!Pp(vB+TLhZ|-5_*eBqNxKLY=A$p$h+_)=3eq$K~Mf>=aQPU3}7 znOAgge=G%wM_z<#5-X7?A{NckS`2N#IoL9HlKR$yNU+%eMO>*o$!JPN@&j@0@Qc%$ zzWn!QFT5}s7A12gD>{NyrG%*eXQNq8(&{9oC$iLO403yQKGOXB_Q!VeWPdJ(aX0AE}nJTCeFOh$CQ_G@D zW|SZ$^}=tA<4d0|dfV7S{=2(tZLaG%|eXpY~s(Nz_Kj1Az-M>vcoa4=bFSG3uMsNuia z!G}?|yYfr(mG)TcHg1Q#T`oezi8$|Dz?k{J1O1;bBcCsSEQe*CHU6!(U{>x7M&(^_ zy>az}dwu7|_SO=`n&Z-MNe=TNs=FS$!Y95pex}5~fOPl*+nmz>>eshsL~GmvhDBXT zPsAp^VWQF95(J6Q_sK6#+MN4mykw|8Qr!ROPaaO*y1bjf=a0Y7 zv2I5~Oa@KynEj9bR{^hd!2f*Z{{J?GdJviHoy;fN&XSdCsbK%KJHX8M_sW++)c=^F z|LoElHiQZn(iX4W&fRw+`@hGu`$NdLqU2+Db>R9-G_eDU6g(l!7?9ExOF5;qu1Ie`J z7gj&^MR75Mcg>_!@s{%wFwK#Wir*w*La+?cb5AnF)=SJ&L@kHCco8m-`(K(nsjhbN zG15WE5SD-WAAN#_q?5DLp}Xk1n5QPrWfpRtUx&3qxZ$W0I8cO1_7Q5=eKmBlw=#s{ zO>K!bng*Lj9=@z2gh7Jm}gwjs*r@KK({N}jdn2h`g0do#hl0)4<<2Moj z==IYUEBG}7JL^s_3|3wLFW(9q0;`1U=8_XBF(;XX;J7#uPgj@+2HfR{5?cF?5)w8W zRT5{RG`y?4j^;9^E|0eve6&CHd$gbrb;*6sEy=wI=nDJjC+cwPNonuC^`~J_=tt{Qn^Z7S1-?VK_yif3FUhQDgp_tt_ve>+yW0{vPe| zVvY4?W^TV|lrHMB*4_emUMHm~-OPukD1Kia+F+^sL3d_9^kps9m$nOUi6GH`-*n`z zHJKLeL++oF$^22|amw*6BUB~Ns`SErOE9dx&NcoSSE&$-Vfy7?3$}V4fAli4(KP)` zJvt1D1Y^JEx*d@CRz2F5+TPwM-NOtSQ4r5D-M=JzGUB9D^ttDE|l zR}96cmNQsFy2i{swy@*S)a@`(cQtI8YkaaaZ4I zXCNU6Y#VtNZRZdE%TlFmk|_EVg(+>Tp<+ymaUA5nK+q)7C;7#ax4GMYn>>bJ``=1t z*%e7=i_f*LFv7F*4}!@zL9w>w(196(hm%(JHu5>mhhqzDJbB&uwV%KBJ%o|;FtkY9 zY$rU-JY+ZEtMxpDhhUtM^V6~p#Rvtgr&z9o`QzMJ){u{b>0Cza9hf7r)un#y=;h%FP38%P8s6Y6eC8(*_OZgBg}f{fY@vlFs1Vcd0$p{ zo-AdWt&JRk?d58P2Sz8CR+BYc161sG zO}i(xJ2H|jr%Ea~x5w*)GNcOqUs#JRAx%55@?ULT8uR?A7lH`lLi&mH7aVg)+m8PK zewiA&pL@VLkE3fGO(1tK+}(#0+EBQ{LrL>*Ur1gAZ1_s9|JOkOtSc}&|A4lxML2H2 ze@*6ZB+A(q@NDb*dm>r9vXp<>Q*b29>PUexB$H0ZW?n(a^$&rwC?Dh6TnS91?Y**t zb_%n*>0Q}re{^I19RZkA5nyraLB^o6m4HXmCP5kqLTQa)863a&G*1ZZY(oh)U(TRy zT!ES8X~}ux35puiRyeCkhDnR$o{;pO#yGQonUo2-Ra(LW+s_FXQx2uz0}PuhhO+-S zP8iI#q402UP-wFD&y@cnHa|B;?janU*~G35GP}a8B~sFIjN`m|m{6 z>_^hGWucKB+{9~NCd;2;()=_K5*SAV5n9J996viid$usyJlJXMzU3u zLn%J-fKbSkJ~7so{dJu}ngDL>z)izGjIFung(cWX#$n~?k+>XAog*PullDt1;-oI> zK8?Y+c=ND2V$fF~qf}Drady`(B`TsBgU42}2o|{1@xAt;W6_Fz&V zffaq`Oe7)slN9ik{i52`R`lfO3AI?g{Vh!TD+4}oOHzuEI0Y19+cS{MLK>GdIj$+n(;!T9S6cEHSp1os_?I-=SYeZ z%3B2Oh`f92dXi%KxXAz1pHap2Q?M?WBIsN`kNH)pXc&($R^j$wX1<)xmg_`9v$)p1yfxvB zwgVp=F(^w}!NcgeV0Hh{&I*l!v4slVDJ;2d*rNwW=`(qomh3UW^wer-ck@|y&XV^Z z#U*G1#O#;anFL4l`ROp3iUD-RA(Knu&9#Il^wU!}R~h^d_fq%u{5KW3(9wQjCOUXU zgnu{XASA-RexLl4>ee~b<8e_QSu&OV&kF8Sb_qGRN0temSKUuJhBXl2C5)iv$tg{X z2L(Rhr+l#~%~k`s%MBqj9>zyW)5D~b=2Qvr@JY4yS$d-W0hZV~m)GG>8;&|quJzjKn>%Sby zk?X#%d7kHI2rUy1qhR}Aofq=l+t!skjd;KWr69B2)^N+7S9=wE6|jqr0neipP_Hf!dm3HAwXlR}SkAzw?0J<1v$m0O zlo|1~k?q%HP&rr~?ErmVHmzP^g2#a+fumj|AC676dcX7{u&MAi2v1ww4p4)!IFtl; zLGy3~G?rvUpYm!87pycJ_=7m$>+yk;1>1l_@@G)m{~6Iwrx|fIrT6cplmBnaqNjaQ zMO*^i9$B0P(3$n#H{IDH!s0`i+yw}o>>*JJ?dkv~HDfl>BL4C2em?%}j})r19qbeA zejfdX50z1UzeW*~=|o1O-H4m91TEepSCbIwHnQ}tQ()_TswqF|a$({Ad6>@ZZ@Fom zUxtA0IEN$Cms?y!4<;XvY_orA+pUM4)D`-Dul3G}4uIYiTprJgO*0KF!Umw`l-QrX zW6VHbT)^`+LKcpFq68+wDV2_|L9>EEtvd_9yu-}GeC#%!QfiN0fWXp=Qf}2heYR88 z{=xoKY_ngMIs81~imVRDRMzfyrV#p^fK7$T%7ZOe`!I_?b2tT_po2-MMB<>tLYAo& zO|HeK0~$r9zL_FTTc5&z_q_TG_J0dk(u8#KMop&K2P#uv(uZ;5AqYZ`9A1r1=`H}i zl!|Q_dI}?YPB)@tpoFc3V{dY%qD~yq$C1Yz)teNvm#TKBBLwz)IE1Mh*l#u@0DhYF zFaUp)e}vy0a~r9f_Nr_?{(RQxle9_i>xdB%)(>0xoTOT=Fy*0%hlrRg84QRrwsuk(e^BF2?Hx-Ok(T* zcQc42XPNDiV*?MJ$m6UYVSDIvV+6(RZ$|ZpEpW$EjEsrOR+2_x{%ojBc=W1koBSGn zc$bTu4%&AbcND&E>IR*Y`nbmPuiUeXYLrE)K{AG4L{)3T?9syyQT@H3*E2PXobD|` z*THAG4rWPTrPiS%9v?H(m%WBW_T|}px7=~NHHb!XT8@oP6JvU8`FyQshTvFXs)Y^A`n(n2IIb*_ z9V9^PLZ+aX@WTzlpJO@&oX3AA&L=!i;EDB&qqci^GJj2B^4BV#&h=iP|2|g$P$1TnH?AjxM+ciM**d6+_0W~BJPo)MlxBGTeOIn-` z{*+C)Z?MLsb$gC?7>70zfFb{+2KMKj#%%gz5YWd26`AUy7Ph2;+l5hlsdxElxWC>xco1|pw_h$(b0xa}N9yCn)uH=C z%k|B8Nu%Zw;!tM2HvZ30ieeDc@9vC<=pbJvq>f9n{-+D+xSlYADe(w~21Z5Z3TaUV z7QJ{xFY)X@-+ze#jI{OOt}ruZpn(;$<{L#`|L0E7zB<`{BUn~9I?mfk95^d(BUD_= z0#Y*U^4f|LU)v(C@bBj?CVAZO$^e@lb?w_fb3(3Ku1xY6>WmkjnvMqZ)zm&q;ZtL$1BQ&_V zQ>~eQePFwNuap-8c}hS7msPmgcnvwC4$=9c@RqZGfAkc0b>pD1w49MIg=$q%PgFNI zOkMWB%D6u@4^88Si^^uKU+y$_$n^`nQ3+cSN^UT&=$GYr7b8zFJqC4_U@BK}O7iI@@} zL5Ppu%A1wGt;7Cdi+!$fJiWgiLO8~93)=js()iBs&uG0@R>>qegXL|`)*c5FC4l&; ziUZfsMQ+hvZSkZ*Y{2Qeh7NMh)ta8uXB+Y!a87WZ)e8g8sHRjcI_5PBb$(rs9zOL=6NFefH?}Y+vQ3azymqC?=)jcs`wv^I(vqJN&r6*k=yfJ59CRi@n3M zQSV$|zOqh|1@5SioKY*aBC60k?v83!?$a)zlqvYAii=rmi+LEal9zIiTdwD1xCg#lV_#elR8prsGju^=1x zuSJvJ-u7#QsG2cC%0vlY5xFARGm_3VC6!53R(LMIvL_I)8|{x_(p3@?j<*ioe%ipb zQT|@Hppe~)d_}2|Good%4k$_O`Q2wA@FfNT2fouS)`7-9fnyN2p%3~?95B6{?oW1{ z;x-hBC<}HjgCY`3kNz3Cocxp0w&TaG?Lv+Q3F(-_HVMKeQjwfbYTDS@HG1-yW4V`R zpCD@W8-lmLlK8TW507{}Z|-;DI;kM1A(vZ%0Y|32D`k5WZ^@A{*!iRT{SK#EmZ6k7 zo3bCW1p#scbX0#YH80~#N~3Q<2>I;3EQffsLq1T;954*Iqk>6YE4f<6K?qsVSMC=* z4Q%;@u<|3ps2Vf3aXu&B|7ljY$J#qN!PIR+pfTB6k&!XuBYl(QR_p%u1JK2ij_O4m z5hb(i_RV)XO^5NMz(d|<*$|OOQCakJp?c^kzm6z=8w|xPlsB9)0MzlNn=_R_<=nWV zyZ+dJLn1pLS8LwusQ<{jJovSb(S*Pbc)gR}8O4=sT~_!JWnJZ$!M#zQs6JR_D{j0T zwsh%6tba08%Ka)*O(n>pG)|xE@ZyFJvm z;&_UobU-eY;d{Gx4M=j%euu&PGgL$W>PojpM~XgWEE+9`>=~Mbz1Z|LZy47Sez)5( zoGY;io~vQFQB?d#UogK!GeZDIl(n;IE!&y4bZ@zph3I=gSc|4v8GbLZxGPsi74%ndnrr_HinI`c5C zw!6~SU@7OUJgH!TNrNsC4YJZLDlFPMf9A$=_0SL62WKc-7r%2d={D!l?-8cnNm8SJ z7q{;Pd{Ao7@cL8UkdAE|sW*j1kdae;v-nmgR$)9uDYfFVnbTAphY{=J;>QVs1AZvr zFHpBC>L$nCa_zFRqH_+>;VRJCeI{A_Vp{G+bZatZzkeT<0^4jCiSv|>Ym_0$6 z;AyVtnT`-s7L3Tw?1Ngdz~c{4e0dzUY^Kdj&5laHXSY)=4PK%-TCPv*R&X+^c%271a%Qgujo$`Mbty3S6eV06fA}$PCG}lRq5H< z*>l1f4&BN|$@j4;ze?agqOVRM%t!;}PUUlH26bhn3c@J@1O;91Sh~T%a*PVOGcSQ9 zU&bbd=B?}=_{upQqxXjZZ61Hh>zn4;08O%l52?k0t_AmK;l@$b*->oZKhM#q-ehk} zlyX&1mT4n%R%J-&l%FJl#T#GaiSjHjLrTwmn84Ld_M_!DP8<05Ee}?dhfnr{4=zqq zgc{BE)<5hy!`dDhLBHnp9zW6-|88w5`DT86p*CG3H=UIB>PN)Ctc~JK#lbH$jIz(q{)Eg0&R9Z8 zzrw6Y$gCjFQ!ex#(E2xrVqgte-L%7;b0c?7HL)ajB5su6wGZ7# z!~=ISSkJafAo5}Mgqb${JFe%ydrDP#ZlUFQCg#2cZoIEJs}^FzmGXBu-5NU<1JU0eUM@Qyv@FP> zeWH*7*NoQ?uWh0IqdsnCERj9y+Y)r@r51O`ce#D@`|*~h$3TzL0y2KU^kb<6YAl(3 z@>dCXmHWk&qNy$LdRPg6!C%q$Fk7DEc=N6bpA>J4k|G_S6dizVY^`2all!=F^p0$s)O|#{sSnTX zFT!Ab+`)?dC3vSQ=;ihw^8^-=(ch^H%lI=H|6Nb>$t|H375L?Q+QP*E7TfVb2Gm7* zA*hX1oPhiNY*|7%x$WJKv|D>P>3FM*tW4IKQ>xu&lA8krWf5}J0}iQ(8hYCHDp6J4 zAg4;QijG5e^t7c8aB?kj7t!PWPsPsq7iyxH_ z3XXCm9NKO1ANx|DO;i;JFv<~R1uvw?XIL#gdfsLZA{tEhxWhKB{V&-aD8J4?zIg)D z21s8qmBE}E+iJT{ce3(=VcrO(KBcn@rp`YY(4N$chf*bUx^C8~g!df1=55YB^HX~o zgFA(I$IL8yqLi8B6yvI$cu$COsuVB@55VdI2pPlbjVkH56fc|5k(qmN5=A@PddS@) zI~D{oxRyx9YF?N`EVV+Z#-nz5X>+Gvw zEt66VTHI+4Yaw#eD*9fq!qVuJqM-^pugR_&k9zYOCtfQp?zJHDOOwfSBU3*H7WCBx zQ*S6%0wZqLlXF_Z{p-D#28Nt1Kt8y&nW9V3O2pM758i6OYrND+E}WFoi@(=LpQw#K zl*=&qJ^Frt8jTf6ddQ>CHT)kR&^d5O=dKTr+PzU_XyzjqB~fwfetdsH9KK#v<%K%BqYJSay7hZ8f?}|wcBy876I?g_B*5Kw zdv>hlb1Ktkj2!6oNS9@%!o64pm_t0R8>W zmlO;V&1~u(Z-Pv_N4aGW;Z`rF&NhFc5vR@;QFbS~s3|gjjiyZMCAgq18F3QJ1n4vqC2EDZ0YbnJyw*lkp@ z2wE^-6`F1I zoULI#^RBRaibPpyl*nkhK`Xose|-fb`kqA@uH$1_ADLTuoJkBrK(DQZAr?Qr#-oj; z1oIEq13r!NklS%M3?;RR(7>-LPRPo&;2@O1tN|Swgit#7fq<0X)6~0s+CdCj`mSg8 z1e5~5zI%${JUm|6$aB9FdQ{ttOUq#*^2Kk-WK2KpRP|vJeC<(g+AuNzsAy{q_*--3 z2Gi0;ca{RV&{5@KqV_ZvJ{>3q4^fgE@L<_sEEsW5;a*Z>Rb^mDfu$#I$5R=2@!ga? zzeW0+&#}<{CqXL@b^Q>rj%-o+$B@3G2^cuGFQ-`ytlo9rm&kG*Y~rGF3c}qMY^z$(%NG zruAQrzgoX#aQCeUrp>z~d7s&0M%awN2Dpl#ST!-i>L0GZWHoDmhT)!^ie$L0&trM) zm>z?!gXz&knN+nodm?n&Y{#%X67ICQer>0~R+HUB9hZGLUbKKK!G&EPv^P0xtGxW@ zYa0ZpKA)}XJu7uXlKla5Y%tPoJf z32i{jX0rTmR0x{zLg}fW2D16zl5km|i=Hx*Ft3k1hh|oWim%d^f}g)Pe!q&X97bwbISZFT>kYq}-k}zDNOuQ; zvS!|l1JR9BNu6JJTpo{z#KmMvjI>D-Rxy@X_VnrH&I;i5UfG`~|2K!JNtU2bM$N6q zA0V53rCGJ2Mp;KXdd9{xtr&9@=EU}%iI`1_kMlMpn+pVC6BGkJN7zoiqgP$^Xh7Xj z(29?G3rJzCbZ{#!q9cg-xsj$oVMX4yePJ8+EBc!qhqIidQ4AoZ^Trd#2IiK`!v}5C z|C}{TDOO9aFQP)u2uDC=^~H}3!~?#m#cz3{ydf+!#Nw)+&AL~Y4M5l4$3sD;E91Q4 zSrK{_W$hEDK|TZ3ckurZ$B!Io{-KD|!`C1b`HvM=_+WiKtlAeTM9ILv-v@o8X7>9C z-;de`7wO!8o2-@_uS+jk@i&x3#~ohgB&6OrIkfqKys{7A1H3%0>$v?LjQ_;i%jZ*80OD02vrfzV!rkz9;8@{HY}VD08W`a5)%Z?ulh~Z{(_^cFZkt5Skl-MD?`{zRv-~g6KEF?M+atsOGcyH9Ea?RT& z8@88iq*sz3&ZJ@j*6JiU)5 z50VeN4-H&azS`a4aGj&H7O;obAC{Vb{Pol9+#A->F4x)dX}N_iYTWChd0G28=ZQzG zbU@4TGer`P3adoH(N!aTN`-`u!Cmd-JMD!p8OF|%(=5jfT1oE-Nsyw+8&+q zOZmDj`@E+7LqhBO| zVIHc7LAtQJv{O19QmT)@XRGVV`!#=8b*{#T01@}Nq47eX^A#99l}&D0P@MuhH(Xco zGgiGIhm!L<5Uj70hbOh>5rt^bWXq|F&j*~%IhaL}(^g-?X~R2CsDgV-)9$Ri;tFx^49#z=A4seTr+=b! zQauQar9k5Ju?o9YEeeczxn4S+U3Ej1jSD*097~(2AP$<1l5asDM}e?~dzPd$eQdKN zXi)GbqSAMB0~xn4)L8G0m+A6F?|1lfEFRwKrVSwV%;-m-TC@hWYb%D$9iCW1{2G@1 zU?+d9uW1*S^RdEKaP9{u{$Vq16g(mQ-);j!#P4v)_SgM`X4ZCjF`31&jjQ(3B-e|^ z*HiDfeTHona}wuE=jd$}+zpgF0;kjI{=r6gu*6>)O#nk{7F8(jJvo&bnts@486(?C zEQH8?{iV8@_9V9E%cyXo1E{Qom{I1$)R9^gy^5YWe>WH8)u`*G#HSwItGj~I#Ydbr zu*O9brYa;9!~9i;H|?AO{FcTiJIi#Ke~1K9{}cc6`FfST(Hkp+pDgdc0iE1MhyNl( z-N6^mhsE7nU?t!LTRATCf-lB2)-DkOTYuY>rmNjsO)6{;hO}=2-2W7t4qUgsMTso< z&(8X-e2>`QD)CfK3s45)t~B^USUhpnk(OFjNa#R0>xa(^|ScrM;UDfSFyMA>}*YNCM-$yoSdZXOo*byM`@#p@J zv!BIRUocjdYu0FnO?p`%ROU1Z^0tv$H>zGTiB6KIZdiT=HTzwC8KD{Id_p>~I^g8g zy3xs{=1S6r#%9yNsU?IN-TzxB0GX0e+j-Q>I4ZBKVztxTKE;^^;&gZ)DG%DyVXY-& zWmXj1Q#mBp%I?su81<~|9vyUe`0>&}j|;?p1MwFb#7jGVvhEYT3jg@ZDREz<3W_SAkXr@PnHK?6iuq`d8P!<16VWe(3V7qHI%M;-zL?C8HrI0tj@H&+y&;Dg(?cLHPylM=5Vlc*Ikx7>YSLaUha%a)VX>=Yr&ep33gbSyyVE$iRR+){!7 z<&a90MBw>ssL>3}-x6q9J?L$Z@PzHxC*;M?PVLU=>ng2xReW&B{%dosP0bPDKTOl? zq6ES-7ob?>KWtut$i%>OR}*}j`pnI@5MF}c0@96QPP$SckXmg@62o3Ad9E=PcwW-= z5dC8X{u7F%h8`^NHlW$WI-mGsn#*OgY4BMcM{H|e&sBEUylthD`SMce^DJ|Mc$N!} zJGqZ(1$iau(+y8~u^GAR68o5o0KH(exe#SbetWS(#sS`W=`2wtWK*cF6Mdd~HY-Wr zs|+aqm((3{wp2YA(h9n{fjL$YMH7(@->i*8-+!>6NeOH%(!+w?byqmLPK|ha4F(;! z%%*@-3oY|=qKeA^R|~%_yT;!3O~@9As7vgb2xz9NkU8&C%dmWR!L$Zz5A66WA@+o# z<;%~8L@sw- zqP25L$u0}+fbv0%5@k1-WCmeG`neeqGM=dBE3y4E+YXoAK40IJw#maL8&)sFKzkC{vres?kKuOFH>k{Or8wgKPst4IXd1sDVI zv$k%h9<*oonmGYf0M$|&t$7DX=-SY&`o1DD@NEeLcxuOa<3Gx-Zcov-__SFoqc*>w zH6%sXWg)KRe6cT-hX3U8pH=7EY>84|v<*3Ta84R2Vfi)OVEr77^wF&!ZcD;Jf8I)z z5FngwJ_fPap@X(@K&>4Dl%67ytwa8{W_XsXQ`g2K+e6%E>B4*0c@|?Htu32Qq`Y-K z7!Uk1ZD|71K0fVJ7`@%Q9TGJcY%2GG-&(=>Iu+!r)6&@<%ysfYHh={=VSqc&|J{R9~P-JgFGG5# zINXQ^mC<~E{mXu%rkjT^uv=GuDq9}+>IH30g&UbdCwbKKgz57#j(GxaT6{8fbDA{> z-(c5F_?n%@!y(pI>O^Dr#9m-3cU$<7vprarhiq7}fh_T@S}e_xL1x~1@a|uQL|)q- z?Jr9%LCOk#+nW~AV_$nS910vx)1~e&fLgCo=IwXN?Qj(LX@-1f%vt*dAtC9_so!y& z*1Jo(NsH=uwtnYq_D?Xb`5xaW!M}sqvBMW?UF^K%=supPv~nu+z22U5+STUo!N|Jv z?BSZ+{N0oO_2$BVoC$wtgXvl?2mb_g+#vfwFTt0K+s}>2m=&W$e&?>61fo{8hD}Bt z%RZF3Kvth!o%8Vi%@V3#zIScL$>w@mYYM>L^IK3+Jg*^dkCHxN^?jz^o)2>42qPLMa9TORhD%r&e~<_ouRjTGgiJa^h!_c_d_+|&LJQJAHQRWU8bikP|a;y zi|oW>I+f!j7DrNGmBmCwOZfN(xR!dB8&~7rMof1q@80-~Xbs2GxO*>`KZ0NacgpLt z>hIwAH)_lZn?v9-N3#^C#8CeWw(N4SDMqXfz*$kf@N?+zam+K>vB9EMNrXTrk>uOm zm4QidjuAh>Elb=K10&j=naJL;Hr~Vzd|3DHdf7{AZ)1jCqz~(+6QxW)WYTZT-QJ!w zeQi;{b)n$5`=#foLY)&aWS=*lnhOeH=ny4;)if;x30{$&!E;(=6-uiYy&2+ImWwiRW{&TF~fi{W@Oq;;?mJ>{RV zN}g8Z_?@Tv3XbdRh;MPMDr~HkAO*=dhvSuwe;)l?Y4B5BDKW7JS#FK&^X0umwL?Ag z*%F`B4LPcX&c69WkxyFPo)PZIZ}R$|O3hM}5L5?GbaCaO?#z<5ue>u}3IyYCr70Mo zf;`x4#;;CgURmyLd(?z*_YP#kh)NI8?tAD2s?d(0XD~mnmO?yxy3^GjF4Uywjj|fq zy*NN(PDSG?)p-fpJv!6lT;CKd}&) z#l}e?^(#zb>5Gwx%P1Qhm-bF&Rel)qv?T1B9LkSxq|h-b#7i^#(($|56}l@9tToJR8v)sWQ^v`>e~8_!NRe7@q)65lOujJ29yo0hg?F4gq2; z8ReMHghLPIri?_0rzOm9@2j)^&Un|ZQ?#;GA67`B<^Gm0jG>uSjwMznfXrfNy%!;U z)*Xny*-PS9+iN^6kI&GJh`7T?Sqchk(&7KK$Fp;cbLBshx9GUuQS#q+6}593Ro>YmuXt2( z)Ope&61X{K!OC6tbrbn2N+QYiM11;)TFH5Bs{}dVkGs9e)69nS)h2@$%Z;82aCTrA znYS{5Y>)+s_t^E`%2TP5j@+f~H!{kFad8sT979q!np5PoiNHZ9kCN$&WM=a1MgQfP z##z=OAjal*e1>kGxJ0C4BsYANT?st3GJGWUBA!XQPlv3s=>|7^*<@puOHq+9|cB1}M zqA}K=m_Lx(X72uIQS%(RWP8HgEc#10_W5)j#{FGDN9)lB=XlZHpKVAJ_9mcY6L}p{ z%qc#RQ^~38)g=RO`DU`amh~Gtc_Rf#V_0-m0ep^d4v;lM_4IucjjnfD)bi18aojz5 z7Z}>Pk^ib5@noVgxbsur&~-$?#{j_FZ|U%&O910@z)8INt=PmdRzE{>OAn804D<_k zJO9|S*%f6-iF=}yLzH2C7c-ZcSW^}4%hC8Uj=^MMxS z9Vb3eRcKz+8>Kv#+D~R6sPaV*qe6-6N1b1`!uB_RtZ552-z~zk3x`6Re6@Xsvkim0 zf+1VcOu9Y}#Oi`x!J;YyIXc%3BO;xBbWpwX6bf+Z7q;X;_5jvFSuGbL^$Z_K9~Cgu z$NVs0He-)`v4wNEm5@z7To7&e?CxhheGfZImdv%QWr#t}RKnZP$)7J+a;STZOK3WN zq~kO2!q@n32p{3xGQZbON*$Se#s*(Ogggu&W^(j>{&7*n|F(xJWYkEcBI&h=qWC{c z0c%Na_T&&f5rd49waB9>qw~LzQv=?41=4F&Im?RJ5%^q=9;CkZXFa z1Pz`4Vxa$P<)o4svxHQR3&qgcQS0N|joBmo%Ai=%FMOmI;c#&ovvfRWfIIyB)u||g>_)>$7Gl6c%CF&bhU(941kBfk~^Lp0Op$ALU z6Iyr|gLYl6L%jJoRsWyAPAdt-t5>k+JsaQzNtX8HLpbP!<+K;JPXBaur?QQKf2ea4 z;ySU}+PryJ%w0D&BAMK}pKy}#cU8&g3(y(v(lA$yYhD7iE@~?_CXiLHQ~v45-7Yvv z5L2~14pAK6o-2B*FB96E5`PW-d!GN01LeMO*VD=q&!!sLD-ZcWBQinuW_A7tJVz`M zxvTV1(}ByPH=P!;sQvR11cesx)mZfowyA8Y7F?z7VggRI$;7%nsofZ1&{IU5dNGQAbW1q)khi|tL zdN@u>U9@4j2{mU|MIsN7^z@qCcUMQ?`DU~bVds}6HQg2&1@HcoX)b!~mn2|H^cWRq zywWW-KD&_ERE~!?!qEcBT?}q

mTE@g}ZBN?y7{oyX)_NrDui+7nNCi zv-#k~H~7c1PxSgKcPz<`M@NE3lgxl)I8%2qNji%kB*h`ykjr_foi?`94$^Wa5-9fz z15D&6nG1h&R-g<|#fw^a2-gaRcD$v9F95^2SFmgIE9CJSTE-cV+59kops?49LOJng8em-wC923xOl0D?>+JYg! z+OGhWfZc>`%N?EGg9yV5^LC#bmwsn*4rIi6h(DR|IX_Ow!5r3x9kh%E3|zRMcbzXo zEC0fMuKzw&OE~H3jWWrW#g1=I8IimjNLc>Ls8uwI9)B7mtqKT>xdL3-UTqAmza7k8 z!wjoXYZ7|w$i6)T0Bi6#E=*17UAX=ChYqEZgl4@?vHzs;sTz`&ZLS|ic{lPt{9iy9 zuanj7(RS5f*&0L;fd=@SDkt4DEe(ht!uPKqEMKq?QBabPhKeH&voMI1C3~T+ ztg<44oJ3oq=nX0N`p0k!3U!ZI1^Nd&d}715cx?LGy^X@Gs%{7$1KVGJOGyi;!WqmA zmc-RWPm&a}X=A?+Q9Z)+pU}D3*UCu8t-8-q!xiW_l=b%_QJEzobrD)mY!)u)pQ9&p&kGRAyNtC4go*ZTK3M| z(Ltx%>v8n8Tz!_41fi4f>aWbVLAyXaX_R!c(8Iu_54Q$3BhJN?{YygNmO3XMc+Y>5 zGm#b-QTyG$2G*F@Ak_D0VeUDbtJhD8V!fmz<4`oUe~HKu2KiX^9X)I!1su_(38PZ~ zrFQ2NH{8Z!=_a|uCP*-(2|+6o%DHQ|e)K0qiE#4I?jFweBn?|b= zS8CW?C51t?QL!PhUm-y#;OSi(P$9k%(Hl%YEwz&Z&{R)kdpgoWN9Vw!57SzGE#veG zVC};3k`66=eWBcin|GZtAA2dl<60xPC3p$PYFuM>C_W#D9Hy>^*f&!0>MAqy+0fT~ zJwYg6y$X+^5 zjC0Gv#m_?KX@ccn_V3+k>YQKXf=;d&$*$kKz#S04s{!#YYcpE+rFTZANjBQ)`5@iz z%GMrXlzHU&o-95wtnvP19`ht%dm0ET&4xx(JJi7-GN}*lq@_hs+7Z?20R6=QG+EA-;rDZ z5Av~<1ue=FTU1}1Sg#hQ5{y45R>(i4<@1zhZXt;nN2vMHYGeq7ZTb0^x;y`FBtz~g zh8K8NAv#Q)%aH0V@>FcV2~B-0k+P3D{`TgwHj-0WNqyQ zm_3c-kK+7_G?yzRZ67=@8$4m-pNrCChB z7A>1+@Jii<)37k1a|u49N9FHS1@6Os)kpa+<%|_td#JypJrX@Wy%uoiFFIVMM!<;PJ0%h;S#-?6WMVRfK z%{y57PmIW**LYsjIYcvB+q_J&*?qZsz#bygdApB{52mIictLIX$kl}SD< z4@h|vB-{0jBI@F_g+7wRF5xHjcMJLc70A@} zA|FCMQR;5;(wL7bwqi+!%qIYg6;Thb4DD9Of|6!|Ph?3WT^BZX^qsn*n%NTAC!>eH zH>GE6D4f3h=y*Rc#n>7hD-v*jzm{xcD)kme+u#hC^I3gKwh$v~X|Oor$x8>y0J7X( zS+^ABDnP{W9XnJu?OFFT@|0IWS@y*Jr^>P4h9g{d?|6=6XY|o+E*bU@zw&*Hbj(L3w>^T8JGdRH^G`H-rZThHxQfXp#Cg*;zgh*KqNDhvWR(r&ij-)> zjkH3KR@dwJm=cevilKr$DerpIk6U)n@n@7j-@xG2_j3Sm@`-dp<%77idRfST zB(Wa7K%a6<=jhLCQ(>!IDC)iO3VT0-Tu;DlxS=mUxaoA-bf&zv^Yh_d3sQ@|A?WqL zJ>e!7YNd17wI9+hbWW0<8x98X?{lV|dz_h7P|(2T2}^-jt_|a#b31as4UE6l=;*?( zXRpWbS%O7F`MKc=(MJ;dVwHa;+aBnHq-nObMfNOrcS$OVWv7`l#kn-8R@||6z}vR9 zr4W?J`F}V$?s!^V!;?IeV4`~U0+n#tn^EB7YA@^SPjNMilB3-oXWVdOm;#2H zqjmF0M>P9sp;85`OM&a@F*M?VO#0-PBshlgeJarXjtpkOm}3ak@?FG3NvDsRE4sAf z;!aOcQzV8~bKRLQkxZQ22BTIX_<3inEBI#(Iqi7TR~I4I%n3r-T+M=bBcl9MWwLap z4(rd;g^pyWZJGCtLc?43rZQdB9A+q;>gGs+AKwX8*=j5%Lk4s!YX~GVk(HDS<9Q*E zBt8sFz=m#(S&jXCqmxAOC%jCrcAe7s3fNK?4s1c~Oqb`me)y#0Ja04cFAR)1y5u?2 zBQf0XBB~aJ3CR?j71SEuh7Mo+%mNROU#^QnrM+YH_8Gm>EyW4x_<{&Yf)=aptygY3 z>r_9Pwfdc|f1VmO5(dh!w{|MoyefQH1YZ5Wd|3CAh+F3#`J!*b!Ux^?CxDjlsuw?w zNiCB&f6LG^{7PKnA6qh_lO>Mtq04HQh^_3E!TNqHwZcEk5Qcxhys}Z=R=qdvjz#SD z_zEd%dQq;Vbdq9}B$daZG-zirmgqP(`AOHBJwNF3lzU4|KVLin0!n*z+Uuq2b`3gLwrv@j(poE2`*f!rdc-;~-xBAplaWQQ zLt=9(QU(RjL>)oLx22`lx;)m#>Q&u(4?N$4_`32l6_XwwcXY9H@_g=l@SNtJvYAZ} z6)DBC-n2#5uQ&-;rIr<^z-KVBNPMUgBEaq3&Cxx2(|eeLk~Jcg!y7%~$;powG_`lJ zA;|f1nF^@(WM@|9mAzG#0il{FFqOv+eA8zehaSa&=|`%*`p@sB9b**%gvlqd5>5>r zvJIRz;aL*|GyzxQ48_35KU}FD%_*!#T-{7D54d_A=kMjs20pmMC-t(9zYN})+-^m7 z!WJ+&zLL1~GJRx-Eh{P(P?lmgm8d}jkL#LX?1khr>JdK!*mB#HyHVDAf}a4E zWioi$1_hHA-1*M-3*v%wS8JN=#lWF2KsT9^fD$k}-GXY{?NLc#t(#jLs>YuWB zH+25aewQ|@)|wG5KExoH%!*|-Ts`!_^J|ZXx-9cHs4kPe1HD zzo@sDQIBkgu|SAz`T=LD{VHj&l6JUFh4@7ji7lix z^sm^ul-D)v4qq|;q7P^<<-#AGORTT*8PNUq#MuI|lkcWFwR!9LHSG+h+hQkESrM}a z@A`_R=7v86$ToBb{)(h;eIgIrnHztXi#d53C%Zo;>eJr>pDH?eM1UQ%`J3`TVXh>= zh`qZkXyfA~V8>#LQRwV2cvoPU@1BT3SY8_Y`5TDhyJT6ectnQ=e{V_j zWGWl{xOq*T-wjQ~Dm)-Uvozf6fGZJW#b~Q|`HdXg8=uKZV>zmhui68GM1V4VYTK?2 z%UPlO+)8=4{nNuURSKt*u#Gu~#p*+=JBzgC3g?xeYyC@oida3V>fs!*u95E8=ZOph zIh`l!wa4#e(OfP!{oBqjiN|XlkuNCR_Ww zF+wGZJeNC@!ZnoPdA%sFZl-OrSiP@=k6+j6(o10NgMHsM{mmFO15s{XP)J<*7%v*W z-ko+MIt8itis~e&OxykK%5_((OcO9h=Ro?OW1+F7$!VN>E0%*BT+{tXw<}seO14Jv z4tIg19?SZKa|(9>n5fe6$HHdGkPXCeZ@$v+s!QQA)qfU!{x;572 zOT_Z&+JEU$c%NvvWNfBMShQX#G76+U$xshmEJ}`a^ssUH;8uoK`$(UsTWS6D9yyA- z55NuIcDfxM(nPnYx3y6ER>otvVFku@V)Wq0aP|$5>PuRVw*NuagOpW8bGrZP7|~hX zeQ@&`LRjJsdteSRM2a5y2QMn13lRGJSq;*N(Ft>f<5KX`r^#}nqU zjOw{VF)YW&=Uh~m7`K|!8U6#u#6a;MB!7Bqd|VCsBy`9M=)j;y_9-v-SD#$p3^6tv z6>Bk(!qQ?Iiy0o1S-yEQv%aPq<4+(Gf3!C+ngJb04;0U^=^vk1e&+=g&mDR!eGwZ_ zS*6b33C5;!$SnJ0z=*|*=UkTcdv$1w){l-qOjZrO$#gj=62y=P?BdVif@mJgEZ4fJ z=@(;^zdZjoOCq5{4j#p^DR4zFw6~{AE(5?9{lLCuhPLHx!l%;`n{v#bXbw@_mI*|` zA^D0F;F^yK_~gstX%AJ z9~N+jK4pTRGgxIM!Tc?sSpU#ObxpM_hf!vFqLQFT)J%6m#LkKCmjz*UrtD(%&NCH- zMc9pII!xFrXsA1EWUqDJEq^%?G6TVQgytz?y^o9!{IBluDa%z39Pr0tzB-q$tMlE} zev_RhA9(zr+rv$S^^u#)EHgL!m5eofIb06Wt;BgY>s)CJ%plyImP3;XOSob8L}lkO zh?ct+>#T;O0916P84VMEIbb&8z8YcVBGmPN*M>RiJ@zp2!6}Cbp_zhl>_IM0%xIaB zg&sbod)zWjq`l9f9OAgVnI68bpxW#|lz3C2O#MoeU_pn6qf_Kw*nRlGJer1d_-=Mx z1gb129RCNG4axoT>Aywj!@Q4HeA2YwM{SCmQg`<=sYj9 zl}6*wjwz5et3;To z!G*kkq~~truq=zhW4a2u_QuX`3OkOEL|SMjQO#^r9?hk=@`GEZ`^Q+!r~DWh{+qXW zED-G_gMwY0b34MxmOMoIcULz@y#BAY?c^OVaKOgj*OmbVdnzf-F1R)9U9sfz_Tnf- z>MtPNQD04Ns$&^jEIm!-eY~#%o0`80ZuSSR-Gx*lEI}ZIx--lS!Pd9J{@LROM;Ele zWF2i8(&4*5tNB@y(ThpK@M-HvHXEFVm2~^co=m#;^Z&!%TR_FJc58#UYk;6ZLV|@L z!5u<^yIatpA!s0YL+}LG;1Jv`xCagHuEB!4)7?`|a=!1Jkvnt$xijnjGg-YBYjsz> zRmEGc?EO6Z*?SL#7GKrVrQ$f+I=BVniXSR0VLjM%5paZ68$izaZbBobbqDqdmbA6>30dPhF^z)niJ6EbBr)^K3PD)oAt zYhD~T^j#=kO@fdS6T41EiYOrt$Z#5;ESV2VdQ*+Vo!?glk86IkHsmVZjY2ZG-a~8g zGj+4%1%+;x;$+9P51@j{_}Wb~iuSVfI7*GArB|~V*AQ)q%DyZgD*$15m_2K!jHJB| zzp=iKr3kgGIwJ%(%wsskM+qf{9qx@fmS@D!knE;GgghJ|!+ZC^eH)!5S=mTX+{)tF>VY$hF>iZc8vUo#`ugBZ zKVH$#gmeMKTM3g-7=agrCDN1YR{U3A(+#zNGa-m^HWEl0@v^G~e@( zklXD}YxNK}F)2^TNE@o=#_~P2TeMact8SMS@X~HQg)0euHT1*DD)k2Qxe0~un^bui z3%lcTI&%1vlJ&$kzWVTd_r0VcDFUv!tB?29d#ZQMMDO$kp^fLkfgJpo+~QUws}$Xe zkj%r1^~a5(S#2}j4HpmdFiV^YJ}23#bQNrT!gXLrxn2Zn_k2l;#}i)tnHhE;{`B3R zNP61Ei!=GYqcATpULQFt4;w`H`rO{Vux;TGE$_j=p_QH4lBJzSJKZLVxYeOYjYV7h zOW`buay~9z$H}wCZL9t(U-$%KgH8;I<`UToB?$T9Z4N5$P|F~cZOJ?O^U6K?y6HSe zT6_X<5l2JsCF(q1Pt_pSV58!0NGWTMT*AX=fMAq$|FcMUe3f-DD-QseN09JBn~r|i zE9yDUWID)BN&13t9mP z1Qkv3EFoK_kBeKrLhkQE3@SqIuUtoC4L;V93;K&q>df;&#?4m_TA=_*#cc@%C-w@b zm{mm*QKes|^P!-alNkX%%`_ZUl%-)ddw_msWE8r%`+UBaC=}iX(5VK!ZK!NG*%zpy zj}k!*H-#F8&eld!g$?*59!$@_ty{kz)TwLW;?=rYjg{Lr9U4#P2Y8nBxSa|yS%t}{wuripmQcl+Z_LI{ zhC~i5q%QI?$eo&g0;OXf^dZz%KoB!;dyMjBxYxeqK6|4qysB^h6v-JAFzdLnUoY&q zzk1SzB&&I~(BR~2FNm2BZ>!9;c+{ATNJ}WPVotu({hzr`vBz4RM@A4GK*&gbLlGX*)53!POpJyr_2-|GesAf~`&C&Xyb4xQX zfqA{2K#{DAE(ir9W`s>1-_&0n0X9RsDR`t^dy|>R{*5(2YQqI>C(A4}q|heq+f(dJ z84T?;40+k;HZvn0J#`5hyQDjAeR4uNB^En$b%L}(?mi%o#+OowU&beWjL_-EYtr;g z{^}TWs?imbvlCVSz;eFANw#M9S=G@*kHwU&DCpv8No>?`2}v@kK6MflYZFkl1+8GA zEO16NY5>~3_Ct)h@HS^uK`lv28-y4Lnj&F>MRe4SfA8iE0jAO5> z=9D;nI|&&fd>K5}0BQg)#OYdZ@zU2F{dn4Bi{g*#cI^)*^iG@n>BGuRs-6f+3QO+N zeq*X9kvsdS$+lezL&XB7q76W3(xVQ;N`-#pmVK=Dp`Imj{W>ZWN3HWplt_85JZuZ+#rDjptTH-9G z@h+H191rSmSX}X?9va+&i7x5@u_Jn^tyt@*I2|mQG_W6%u34w9sXbHGp1f$8n?lhd z=Ss>NRA-st<@rtCxn@4f;Qm!d?X}U#GM zeVMN|6QfUkSz{NwA$Z_J;}7;ZeBF#9R4VO#%M#%=ODn7VCyyx%7;FM=>`s7O1^^?n zjrH+CMZ^e5sU-W&+e7t4P(9=|R$YB_8TB=>f>2!@cg3u<*QiLml#R`6|J`c?p8}3r zJ^2>iSe0gbC9%8IC7e*mlO0yz4Ph$v{>$@1!e-8D;}g#7dG+i`98L#8Op)tyAB`M5 zz|L8~-ethY?TJfHPymUjZ4)*MnRu3RR99ZpVR|$8eC|iaxo!;s76Ru6DR*}SF(9~{ zkiW9R*!F#{DJ6I|5;49$&9ZWFMy%TWZtr|)$`d@G#-Y}n+1|H+ zWK$2HcDne;;SC&V=<4m+-a6NOS%$|x5UidA7Y}Aa4VDN1tdm??yAXNwn*yaPzMDy1 zuvjAzse)fm3+VE_$Hzuy7Zc&t9KB5^O_rIrvg~>K21NUEwv5 zDuhbT4Ve*we)}Y$mJhLfv}UHvo#N0dz0W@LdZ6y8GlDGPR@-qI|0BtuAk-_Gi{xi- z2z~hRV|EJ>fUo)(|E(bbg)hlvQ4QMA<{s8{q{D@es7A2O)g=)w@{q!N$z|6@@jE7g z9*-Nzw`I9e)E~;aJg3np3h4RD#+S#~N0)9aSrUru=d<>U0`G!u`dml)46v!mR30v6 z7iCEe&}@DkQ*h)YW8b>et+MeaW=4FOjGI4#G;Yfq@Z3r;SaDA~cl2^-&r5&9 zK8$3r3zlFf0X~A=sq{so_1gqK6AY?PJAI!HA@R9#`Xv2llJz)UtL$k*>?a9MV7ge3 zHh9H@p)Slf_P2cDo*iv13fxzxR@<&;6Z_m`U#spZRz!k+pwsiY*;ll`#Sd>Z2r}Q9 zH`G^TYnchZDYIPW)?Gy=#*`>;TgLjz!&}OL6*mw#PJ)c+`Cuez9F>@SRYwHKBDwHM zYlk1o(5ereoo!U105)a70OlKqpA+gTb7)0&J{ij9)ax|(-XZ^S>dMIICnUEK?t%4~gCeYYP@&)? z?XY+zy^9s(z+lq-n=kW&LdlrV z(~TC+6oJctuY3cDvN%QOivh998GcR=oz$65cr;u6~M>xg!jsP9M?+_-$$33 zY!n^*7+@v3K9E@v^^i+*Bf|Yd6c=km<(CXHCD)TY*x-ugTT4xUJ%G7ZWRdqj-6dVQ zl5@%YR1p4B=tiO3uR*y#y1d)4bKppH;C$}NO>Pj$6NeZB4@)s{!SaJ^%==cb(W&oo zg+qHjqk-2}^UcM3AYs`Q2K#+WtT^nMLs1s?TPS=0#Xgb)?5knYfsBOE>hlC z>OdmnSFOf!xI(fvsVQw!raAT=Is|Z&2)eKdi+dq;S+U!jAF0;dJNRL{99g@HGuJ>f zkCh(*IZ1=o;snKCuLM%nF5uy;O*S9m5RT|Kn`;`G)qVsrMYzuu*VLt=b+=~ehb<<* zoeLq-@1h@;eBjT9BgM05M{Df2kJ)qVM#DLdLy3iJD|iZGLpcgI3i*g(Zyd1~3c>A? z^|eI%-rA8UH}`g~KLvw!Q{j;J3EdAW&v9}Q5%RvzHETV6xsh*FNs=u|Y?dI@@12GU zeT5!&>sV8mc8z;J{FEuMKGhwoo(w^8l4r?_qw#^V?;DG8xMpW-->icp^;SDSNm7psLmvD9>h0t% zYOlAVu4B1Fc#87J&uk8|(Zbsab-sH`QhIfyIA2>nClS1~nWCVKiEc=*L! zaMFB2&{{a~s=czW%IV(ZYXOqNIQ?FC(Rxrh0#TOwmbT zFX+gDjV{G&c5C0r?~&ng>Qo*97yac7n}wq=#{(qW={JV2!_Zkjmho-A4a(kWN4r!W zbBtar<&3cXx*}nmvhX&3;Zb$dBvJdO!61PpBzsCDVJ)3+3Nfj6kj43A`OOr#=Qws37v$}{Y>?TH#z%sP7d+>_ zCr~?U&O)OvJ(=?O8@#ZpT%yx1#H-6w+;P5*oIe*o+|0kRZM;7zLZ1KWP$(trs&dCK zLizTiXteE;jPl2!r~a%i2j01d58j`0up$@O+idr0;^(G$<;*1-h*@MaZytDG910k| zO0FTc^Q`(_sn)=Xhm+MA_VhJ4E#Rt+7*}qVuvD_~eJGU(j#f(^@8;0+9!eXm{wDZZ z2q5X#Tp_q$971+`yv%Z|;DYrg+=7m(+v7%nw~7otK_9$|=*h4SfalnT4sBj=l5&LFd7^4 ziDFpjGjSXKqXBg>;URM@sVw75Ic8KT_yO5Yl#stSpv;OzNX>p`!k8Ttybi~h?wUXC zef0MRzF$>ZE7i=HvkBSDDX5V-S&7Km{?Q;p1H&b*HzbR*r+M;eaSGeN!>wDIQ0{w- zwW1S%Ig;vzNb!WGqBho13Gxv9qKq^s9O;A^+=ezvj~H1xnF0CecO-3jeM9l%dNU!qJLbl= zCLdFV{cesQQ6ew;C}NK)Q=4PbBrTUV*_Xu5GjkZsXYt?pU-5e>qvshhf7_CsK=VBWRCCmWcGwA^`L9DcN|N46&zL`&462C<10sRd z&OS9SAMdlW!Pz(Mq8hljItEPf6bS0TNglsWV(4YG&WP!D(-Dl)2^|=1PCh2u=u?~V zdz<1k6?vsMi^JYhatoy%?`VNs)#=*%$ClB|kyW6l#TQEMi8$sMXf{{xPY}uI6NY(2 zUIGim4qB*6gY(-OoXL@AXsVUzQ)xi0@KMju0b)%9Pp6t$t3rQgBD8zRXpbM$YEn4n zEIHq4|S=XZ6PLp&DJehB;@e&3KR|r#cRvjb; zk3Vrhc0$rF+Dcm>vqz>|AE)KwH)D6WvFP3@-*hBz#rK)J5OuvZvp(XgjkLf9$Ee2tM$nETL z`xWLhwI_+FAK+RvuR`*7c(9X+jkm8)4xuKu_AzdYT;YVzTc%E^B=c7%1yx2b$F3Al zpi>P{O)VoWvn@zqY}^*jD^L;2=(X(5!IT>$uk73C8T~5|J1SFun8DFi%?H1aCqPKh zUJ7;FUsL!KAUn0TOVyg@9Cp^T4XADDH6Knyr8Gqg5{#e?d=7_DX|w$jNhtRGWzi~~ zJal=R#b8SQ1M0aqyzhM0cLF00y<{Wf%QK`Gls%E+G;ppP&mOO<)g_{8{Oi`o z{iZU#`3_vTMZI`9*sXs^pf;5s+HK6=t3)k01owh;y~@RBRbvZX zmsS6DzahPxtYjw5lhy((_()WTH6=9B)H*q7*o}SENf936uJvT#c?&uwL^%}b4Imc& zr=O)SCPsDLic%|Us2R>NOZkrG~K>N$CFnk*lwcT)kxorl-F7J zk2v&?hz&eesx2q`LtD+fG2^^MRt@H_HLvJtSx#0J1?jdg*uPlXl*B|qUfL=RL9egJ zPFQV;m{RuddGJHGZf|zP6QQ5cmA*l@!92xK2U}HH78m3f^^k0Un}gUZXYBxZ3{>Ny zWo<>T7CYPcFTJ<%1S|r$yBqb^`?;7PKReQ*lrMhmYpIjRWH#-@t#D{d)*Y9-;n+c` zZrjq@4Rd*e;E7uUT_yfokZ~9bIH)?{^eO9OiE`D0K-L?u#P>CmEu7 z=MJXPvzbTH)`*sqkUZ`E=0gLQ$`49yO4xiA%`A4dKi@heXTtXc9U7ciE#-)N$-qC=|;Fvf2(UnK6F(+XwoR&X)i64E^DCdRx$>VTUnNi?v zB!bNRk=Wpz+u;6jNC()uvd_#lq<~C$#905hTo&-c0FCYcK{L!2$o7=2VeIGSzy6gh zpUwgwgJpn&;J?JrGvX#!+$ToD&|a1RV=;&EcUzD>T{iKDTjz`NfVMMl8E{4#`f5brPA=;Uvt{9+|rOnFquBi`5E*R{qW!GaU5-` z{wc`ur_9NJhl(uEMzFW1aMzK3t$eV*%r@9TZ3*Nfo&W=Xve(xUOdvWW%-px|Qz_!v zf~H^RS8=k#OOci=ebzeNLd!ni4GW8hYP~QJ-b~x3#K<`7N^@9xOGa)7mno_*@FIS~V3XLZlkD2dB zuJtLZ7DlB5*{2UHg?`e*Swe!DLWI9HGQz=*!qycR&abKu<48O%7cDAC|Lf2N{{0-l37o96wI>#DvSzr)WSvoRa!)fOzR$J84%z}AP*X7 z5BF~Fr&YbhCcGjXop+qg%++%9Moho`RqY~X&0XlV;)RM*sAUNSdpN%u7UxhMcPKI`9fE_@Qa8!?r z&{47c6b|*T;tz}iBBg=Aej=zWPNj1y&CF{9{Kn#N9+EpueViwo#*C1NYKn=B^;b%o1v| zC3y1Q<6=^uMB} zuD-mO(ECoIPJ|kOrCeRq!#rdz4J}AbSEYtU&f$`wsnWvnOII`ou>zNi+vK2qF^2?* z0lr{O=n3LWL;0|gkhkW=D4#0M%&X)8jV&ShZffOQ7l2ukwNqLYP{xUn{^?QQr^^b{ zmq0-W*(oaZ@PczbZVwKk@tG>nv;Bafuwk{s6u1$WW0&<( z$}$lX_M5bqORZ80yC$}!jU|Spj$ceposvusO5|zUX`0adRBuS)2p@ zD$lutfUM^*!y{g{$I0J<5)CEjD;jBq_j5)X@)y50Jxx9CEeLApVN-COirV+(19IAzc(@CC!Eq8ItBoal`tQxyF)4#>=NNgW^#@e{BG>uNH5a zKQkV+j_vZ3_}x2ORDpyy@xV_#Ei4efXi|S!rNa3Vo@xFQngn9di1!2k2SnpR)YBQk zZPVE!kMJ4nP|1_XX(;K< z0M`bYY&$9du8Amsgbi<6VhAT zfKs_ho8hC`nJiib+<`r`Qm1>=+aI!Z9D)Qtyja5d0{r~=&(HrQeL^&jxEcEhL+V%O z(=e4C9M~=L)rmt-|ywW@=k?La3 zH8HE+eWb?0rSRPw{>uWT@=cNdDHYM@JP!1HXaa&d@jZG&xKNR3=@WxgNB0AgZv7+r z8R@*ZB6}GWEWE0-p0CLDcxKgykFw6?eF`vx3D~?(c@j7wC!cqkGDAyW(*Y;n&xf6y z4#|b&9+`WlhX;j>4e$6e1=g{dTO~(fZ~Jh3dc=&JePd z43tEv)qnb}ze3|(*W_(3@Q;>mES*{VxFS`eSO+7ve`u)gH^j=>pc)WK1aU$yJ=oG{ zzCs(C_MpH(-bpF~9z#VGBN-iI7y5+j2lnPn+-oS+V;OR(CCvccJQ=h&^?5r#gxwZp zV+l({t0kT&7Dd&ZL?!9#LZ~)X*`D*eU^vc#bKK0Y@S!51E$0Uz?SceNuY=;fy6S#V z?FNl*gUCRWSL0ANui2hFI*H)NeEPM?;xphmhPR?8E!SyXR9!gXl_ZZn8(%WOVNmt} zcOe742WrBj4x*CXe<=IwU3Y8wAPU)SU}Hdq9xrutXyhzKk4H3#nbbIWnrI8-+w*v| z615{(wb({vwOEeu$6gR^vwKezKrL@AAtSeanAmh^VWy47TB5Ki9zt8(q64ae9`cQC z$|SPG7fwKAZ&>$Q%4`mUz6*ry8lk-$M?jqcQ3!Z3fBZe#ya{=&k96 zg~HeGRhuq<8};2(_wMC)`|=osqAm4A$K9s-**l=<5BVQyB_0tS8_? zga||p@X+g{;>!XN;JI#Bf)x^V=e5t`JKErU-%8h(k%8z!x(v1+6hgADBu~OO(zxwQ z2CNz%VbEz!$N6CvUQPJ{8fLd{pgE*T{p6tBr2A75|J_J}y+VB86=H9$2qbqGh6_Eq zCvIr>q_B$)9cOR0E7PO<9Ureg;ya!7fY#;7C@yYkJE=Wc&>8T`o*5lBimEE6$@20> zpw`4EJmURzcVNJnep`0+$xXDhp~kg&s&5jF1XvdqK!0Xlne%rKKk9IlNYmptimg!# zmA^+ZdRw`0n^`*k(^FCESEu0^_#if}c#M`z^61;oG;)x9NUh+2QsVKFL(klbB0Rf_ zzeuCin5I@#&KiKHcS|{KE~ieEmCi|Jp#`lk?wyGcKOQ6lhEID%##OgO_vzku`{zb! zQg=ZVRt! zd)eXxEs3B5iyJB-yZu$&e|H{jJRk|T(Y97h<}Kfx*u`2}5sVr$bucPDz!Vb6elF!jY15%k(O#B-e{E8{ZR>Fg~U=%E|ZU zn(0+`DgBl~{enz-Re;GOBI&^%iY^&x&8?mM_IsL8R;Jw@sVI8$S01q?qf^nRJaywx z-L#QQUEEacNY0$7N|rL2sSHg;V6et_8SHS7fp*#|X`;H+943)9w)juCrB{d6MlauZ zZa4$VbV4E`3XWN_xTb2s48sPUB|O0E{bO5%Mrpgp!C|yCZu4iz**%EXpsWpMP{X zjvVhI2vC1bURFCvMQMpAbAns=qX`+{x|SVa<2AZoY>#MttttDAbf3S?E^6anC%r=X zeNtW1fQVcBjC;x8?;&EwptNMi67SGSq`B+*GS|J`we(w~|B6sZ{E@W~y>Y3%crAf~ zugcYr7{sAPm%h{>g(sWXD+;{WGV2q~g^$6yrALd(L;0Df3RN`o=(%F~9`?O7;8&=j z&{Q55D*g;Lg(o4Jji*)HxDN=1HN0RqLGS4kbYc;Hh zwkl+xXLA&fG>Jccz%GDl=T-_3hKc|K9{Y#BlaPu=q;L_e+qYUwDkLSfvwwukS>3G% zk|zgl0n;QS*S=>uI|tok*M+Eq>Tr4(Y}44m?V&D$JyFYiKDLN8y7?}62sX+&oT;p=g26FH&0+> zczs>WV>BBaE?hCKh;}yw%W0Ygz219BJb{UU)XY6bLOz_k5jHHQ=zkvPzgzF@vvh|& zz*W54DPTsv(G$B?)IqPh=E1jmdvwrieuoAsG&pBm)8vYT+QE>>eN+T*^&4^`yI^k2 zs^8xirrkW*dm&9G9QG-svRgYk`) z%(yd7d{uFE==wvK0TyzoNE#`d>T6a>p{b$BV(LZ(shiLDCIJ(o`#N|djRYeR9k8w&FLZ#^`$ttR&D3aN2pxEOZAVc>$_91D8_rZZ-u8{@%6pkk7%buI87SJ{~i* z3q_#KZ|Cu4ZSXV*q*?EH;h(ww@CkM{^2K;{es#z28UjhPEn9; zgvDA(EJzfE@qvQ3T&j!Vmsiv2AMkvzRQQwO5(JN0Uo@17A^&-R|5tlp!8n{sgxiSe z(J$9cW!a7}&mdoU@f)xGkB(H$vP#F%OWKqo*zshJy9BI;-ZHNhe;fb&^oJd-s=Zc|T8|k;W0A1R z3ZwzY1DJh@plz(kT=Ya$jCl@ey&uR}O0K&wS1J?mOcYZHT#VC6J6BSrje*O-4T$8x z724AcwYV+IE$AryHvV7vfT1I;6Pi|+qkWi%`e|mbH9;z$#Y3i?+?{O|Sh*?+MHu^O zx|-;yhxP~HiOFLJOY$1T*6>!Tkq&nklc{S$Rm?TV7pNVA?C}s>fF=RM)rIOc z!7dcW^RYfqYVX9!t2*9@C1&TIK^+t7`Xuv(GxLTU6~#rQZWoYyALUWmAeVIX6*ejr`^ z>rBCbkXcsHVF)1xi8nGwBcr}WPn+Awt}7Pl7AtrHYT*Z51hMNd$0dUXb?0T}Ci`nn z2<-EpJAfk$340(g_z>flrwy3tYRER7R=1a$2W&VM zo5z$=RhB3 zm4gZnwe*>AMZJmfI8iY$c(` z=Jq#B`lyT7(y~t`)*}XE3PUvvfQ5F)G{024TM0_esU7|TKo|2As4gX0#)39T0^j8% zZ%`3rZf9J@--Lu$d`8P%4{Hh8-8D!d!m-%p;KA|bjPfyX)A)49LLSL4!41q(i-A0IPnFW904s|-8X1JDw8)#9-7^UqRfYTtvvA9E7 zGom`@IYv=3og`t=*>To58x%y#N(j@0+OJyS zTXRMI_v0P;vRZc1AyYT#c+7;`lN`yo6mZrUYCpaB;(vL}J76TV`xs6;cQ@hweG|wg ze;)MA3jqn!zy1ts6A=|I34y5IU~pXt>iA$B>LvpJ!T?4+w<==ym`q^xUO=QoOE_43zw}cSNOw#S^EuQDOt;#HCl0{zCh=89+cdeL+5W)avRm z;hC~)ku}lJBoD8nSI10JmW;Sx7Z%}LoS>eFU?pP1lCE8@gcj%6Dl~=fP{vg$qbhnW z3w3r36jo(+Lu20bb}yk_Gkjwfo8x_*27IUjWVJ%@rls(H)`c;=G8!lvB^Y*a=N*Uie8^)cJP;nA=M$$=6i0HLb^*^&sNIo8|HZPCWD>)wvop# z#{hf8V8_4>nK;^a#{M2DIK6~m2dLA`7BvYfhU!48AQ#d;!@R*EUP@EJPLFyXkig8F zwD9%YOw>WoT6F1O=<>=FyB$j2vHe~e8Q}O#x!tiG?F;iUv{Z_GwQv&}oxX#SUmwVdhkpRhwFHj< zT$1EYxI7ZfXmjIX==(rb{o*Ig*Wl**3Nd_O+y@T)=S$cxmB)zH;ybjv4Q7` z6x{sa#j7$kS)548h@W#}z|U1{e}4Wi>5~s`%Z*Vl?gj#2{Ja3Xy$6E=^zVPBrEY!P zL69mmY=t|b6AzbLWXWR6)n@6RC(C`^3TL%+$^^AqB>Mh&{at^5T#BDnP8TC7o9Nd$ zTC23G2uLOZffF6gnTTro_VXV|Sm{UR&nzK*jy4AmR;Qmp9togNMExS6swoqyMTx)l z-%s@$Z)Q|-qOnIniGa{WcY!D!o8EstitUG;{P6DNap*Xd6H6d-C7%!I*@j3vR!wx9R4d(b@zR8qIb9+KuRVzi3W-C^g;lZpe%Uo$f zoB)ErM#umU7Dw}x9|s4?MI+$RZ-ay>H)vn1+KwT9O3?qTJ^68PIuXhVwE{MPhSaBQ z;f9mmPwfr0?55&KL)ymgyaB*nNWZTg6B6FePs=k4!(n0`1*MjILYusu3_r1BAp5V)a583%<9+1jHzY zJN+p4XbO^I|JnRYJl4_Z5U=K~?*nBWFaR&`1B+0XB01?q2SfRzZp?T`h6WIMHns&s z6Nc1Juh`$u%nGkTLl$jAoB{5#dJrZ6Ic>cXZGZmy*Xnpl^29D3b+A!vr6qSQ>GO2& zse2Sz1&_sUb%`x=AN|Aq0Nh%DG1|MpjymOes*`)%{9Fj7Ob6gh06;Vm(sL?d^J_h64m!iCS&$_(8%#WjP08-s9VvvB5u~$BeG_id9sW}J z_h`Fg03j{yGtDZ#;WOM7o8@}ns8Jy7r1e}QAh_vG;fkH?WFNtBgD)gix; z%O_1H6KTJ=n=!hmrfiGD7FKci*oi;m+8 z%B4R5!5`I0pwn2grh~t&)!sbGin9~fT~An&-lK>Qt2%EiAtIQsw&;fwRSeatbE2Dz$y}~A221K8wzCbp=bZ7(Ul&uywCv^Jf=Vl>31%_RYNq|L~ zBK-Ug9ZAU497e}*L95XTPI5vq2U@hFw?hdqZbC9LXUc7>q`%KNPu^Be{^YKOjv{VK zUugV=H_Q7Vwyfxt5W0s#>l&z{=OT<`BwzKYA-m}@bN*UeOoLl3=ZQP9vXArS^@QY=kMjk{17Tkc7H~Qejdi(O+ zvGZiaa4)d-QRF#_%)Ny;u()ojd zue~!5W*plvJb_I4D%NrOF+e?3)&Mbh&4^9|+aTg{MG1HL_)) zI=d5-{pwkog)r=NsjGYpwbu&E@-~4NW^?NDz~W-wuTs>f@@*OUoKww$ETHA~yTBh; zP!h5qC5^3 zLDu<{-Ct{GOY3Ez1Go|6(AnW69O_V!B!i7!t>-7WW=q%)ErBiQO(tMRO;YWkjJc}q z*b$bFlR> zBEnCX87C}V1I55L&2a^oMPRI%I zFl&{IYy#pML?i(=i=SrCL`Dk+sqfGyf{Ym~AV*sdhbRvXEoEp(0JbcNO{RnbwzO&) z@GjqG9@w3aWLEyhR7mgK<7feaY4g!olXfIoM&E{WArHx3s)n+p+EY{$3-IYpgR5)F z+d)ynIN7^BF!v}I0O(7BFvgZs)H&-0@0<5~BGyCiUN?h&EQ}}nFfhjt{|a`3ZG}5* z=LT-e$x{zqe+NC(0=M)zxs*h_s<3ZRh7Nw(V>R?e{6lU1|Evc(DW|A_Jc8K~zrn>g zgtI4Hy)EC;cQ3pRU23@P%ilh(9U<=_`C#+a@u$wk!Y{Kek)vT zcj_IQmDXkOi_>~}qNr@BXfO5jFUAWNUZ#0s`%lKp8xaT=T9&K8_ze|iJSl^UkXbCP zB;y*Ooj80Z-3{H{R>W`&VxL-{u5@>F%a42omNo(yDK7XsMyhswYxiS4`3oF&oab-= z{e|w(u)h7zUn*vK7{i7`Z71G7qzoi^|JX;cfd^IZtmVI)x%wZWzvL-|>;e=jeyVV`EL^3`2(IlGQ zuXNMQ9t~0V8RzR)h89BgvyL`fP$;6M=HWtD>73FP=wnD>Yj_NKdpQ-60kGN|?2w*| zz}(0a&DIU|ELKTziW7{Pewg(PvtSLYPq zkodzRlkRWCcccw05Ox}49Cfhae0G3HQ?GopYIisJtH(`e#n<5kRq*k(!X2q~bZKrb zgWsVmVriLOPcfR{P&Kk$2y?jOyA!doet}_@RoddkB9O`aNdq^@sB;pWEjhkD5xJ0p zz;lD&Kv-$1sZE)y*bVM|Q-6{BH@HnJjZxbFhFx(E15TtHs*y{Jlp0_Nc{KYMax>hYYA$)Mk zzWfK{1&jDRYgttEHq20}NnP<+{ukl34Jz@yHaMUcEmO+Vy}L=-@0_Q$U$9zoE^YQ)$iw%-5;JUy^qF0O4Vjo83~D?=d8M8f*A2$!9-hs(NN=P+ngV+4TunX%P6*2ro ze+ro0MCVS{h+1)zpNaG!8dX7Iv`tM|00|j9n^fY1)w@fM+#w%AO=5@YyBuW6h2I)&YklOKgOjCoSJv3G!F5fNz-fZ< zh`1pi>b&Cv8dP15LQZ5DiVo-z^u8JUwMu*t9ddfHg>gr0!FbTFC0^^Vkc5ZpOY#;u z(|IHM%s_O@s>}-v3rG_XrwwogiFAK~qvC3YOTeI+CLi4K35-N08KUer1mpKe^_+SPgJKA zEy)k_K9OG`Z@^R6rDrWb7j{X%KJ~2!nuzVUO2IZ759Uo+ta!WpU)YX;kM2clg0m(L zqmnQ=pk&JTvrc$xpY`TjbT$474;cV}wbXM^T@>k0Dbd1&PQRjmM3T^~Q`=6J=uy%r zVBm0Pl<^-?)cW@b2 zKdoT@g2b98VoipEol!nUm(U;vNpe)5pvUTBU!<*O5x=7Ywg$!z$W`6p!)w<4|GzB zcv*i_`;B2_wXQHIwWwq^`U5eG!9t~m=9^jT=8Dl5%x2Qef!GP;w(;^G`5WRHV+h*| zK2~gi)|%+!3!yjAI=zc7&2gTqhyvU&%%wEy?mlaamPU8`UI=JJyxF?$CqC4WZ*%l! zy;|p`d-W1;(!j>Kxv7e-RSQ!DCn*TRfv+leZMzMX&e?cWY|g%A>kyY<(gI*@*J&5= zvjn?-XXcZ>oDdn?Et4FJ7|vf3r~~WmX}lei{D%UTkhYIsTbyo1vIxUq~ z8d#&uG;G#vR?dsUue;Z*56W!d)$|<{I$gj_RK2<@U{EoCb|li6?0(B(si}{ajUzHG zFh8^;T=+_-iLRMV&w5%Yy3L9Un~F2uR55MIEdWRpQi)%AQFHGwFJqRaCy-5_pNLUar~Ba>7B?6fa)7B;-Lc-?hAp}*rKk7 z=E!EaUcEK%Q=gf+IujX5zw-se`5~SnUBolWk>7IG@q`^L5ltA>9eN>KltRp7Q)nMy9zJZlw~8S?%CtllVMuxh%SPINk8;>9V>{5NL#6r+1yX$`))vI`F+^*kn|>Pw*nyF z`oi^i?YL5yL+JTS(z6NQ^G7rNGx3Y>uX@}e^^?xy4(qtrz$WH)&Y$9gIY+a5ReBW4eva$nLwd!!@U2zG)0VBNM#uL7av%=JpB^F~;<`|?8Z zd^4-toUlwQz-I&txRxRy-RFerP+7QlW|&)m+dlg^`BZd&SrDFD0?4{@(Tni=H_G=FOBT@TXLX7Hm3-n;;*ys$r0Mg?@{^Z^;bn+gYWL*u^sWuH4hhc3bdjs{09 zN~G9Fw$$x~b1<9d&7Vhv8%Uagjo+3H3N3{kxOQXz_lmmz&N8q6E^V`EXo->Fh5r}V zfjd&_C=9A{`i(r-7b-0+F3~;4u=kpS@z$!H%^TE`LDw`#!}dS{e~oW!;-L9ZCz2|R zt44#aH2Mz1LHw5D-1gp%tna;%N!voAO^Nq4MuwgZdlDS1%dII}Fid5t&N>Bszkq|r zCMdOyLC~FbUo##*^9-IesSC;g{4>i#@Z^wsuS9L1E~22evs7n-b)LYN*AvTB;UG>x z2<=Lq{%W;Kws&vVSy|55C&!5=kNUa0#%SnzY~PKqb+do;Z@-uFz@n#w&fCZTQ1xP> z!4iLV21h_q{`DZ5k>hGF~L+K}+uGIrRRz#y{I;Wxmj#6(hSk z>M=iD-t06JWtijYJ-fTK^9WP!l4ZuY*A^?$pVL3HOjl%Oz+Lo$S=F?o7Ye?+sIL!K z)}&awJvO9FV;E~BK}nztr;21#Na2v+a&2o0CAZB~e`=^Pb%LVZU6xoLQ*>btIgQ8<|E?0SUoH@Cp;m!st90SYzg!nJF2^@^jRxC+7|tXl?>&u2SDyE52LTz zgw0;faXEk2wD;1d!v@jk_AWlRyErNovHK6(_{XgzZ_9!ev(;cSce8d%Yv~mHU!Ans zACsh->qGi#(7#n`3-}Y41@;dnh0qRBsw>7zYp5eJHt(&G`P%AA0?1X9;(IHQOJX>7 z@ziEid#yr6OcdUM$SlCsrc>antQ72%DyEIQ^N>Trz`^!`MCnn2yOO}C{D$pMBMn)D z8G~{a$iXUMMLIx0DeA2V92m^Fr0q_0mfP~5?GP0;uH}dH;4&RL%l;ZLwS!po%E44` z2;DVZmEHR@vKvx*Fl^U9TqIAsAy^=I_=kMc|HzOolK-#7cT31x^p5&#U)=st|7HK9 z{`<%L=6}YXR@?)tM}SwHYG7^xCrz(pdDZU~9t{35R?OM9Qwu@VPFWB1=>JQE9{vvz z3U3W{g~Ng4=n)e!v@V9zDDg{tw3#xI7QgvR;R#h_GEr^wpxC}7VP$@*t;CA=Vy10AD3Y3oJ z*3c>%{0y;O1AJl9U+XJ>9ZUc7&dyB!)3&X{YOujK|2X^blkZJAK34- z>q_R+7Dm5b;fPB=$d&U=oCh7**H0A7uPO|YwXBG{&iZTJ81k-sq5|Z#{t+6U*spm0 zZ&LRivQ;qI@(Q=e3IErtf+IW9GDrTUd!Oy`73J2Szu8IJ7Pz)8yZ73OO^Fi!$t}7N zCZLHDjHPq)G&5k}9ekY$uhg1ThCjjnHKwz9SAeTVoXfb(mCR^t8EgDosM7j(Nn*gH zR@Fm=jAfycIQbkws~5XAJxI-Q$YN_|138zK&|au2PV_LbHK4g$7GUo>v7jJ1HF(0k ziYlz_R5jU$tyDAkHh8@=upKxt6-@XU!Wh67j<07AHP8K=y^`x&;o_pXw@~zdRjM|NrV1@u580 zd;SMGBe!p09Dzn@g`4|b&g|c`){8GF{6i-@{vEiyYm}kYs+eB#qK!&Bvq#n~|40_0 ztaPL;eR~Lk1un1@Em#6{^j_$a3H&LD4H=%Mx|&d=mO8}a zdf(DZ;sNSh9+^uBFIhF&k6zLthm4{|cF(1RCMX5YplSmGUsn~3m%T;WH9rt01Xe8* zk?mf9Lx}!6w=uxTqV7r6QWo?nyvnn8w9t~hoZ_5TLW@Za%^}4h7W`Kly1a}v-N%6R z1eYH^T-MmMbM3fO1`wfaeqq~$^dI3QhmV8(rt(I8`^)UVkMxm?&@`kWL`1V^K@Vmr zJNV&*|HCs|Q0@m?{3S_z=7cCmuJ~WJ`H%hDpHHai2^Hg08B+bek0cIw@!b5Wjfdiq z02NhHL&~QGvhyUD5p6YwWX~AVSt6^}4<4L6bBVzYnhZ%sKkxl__N1KqM`qc;m07lg z{VlU}^|lgUOkSV$nn(dzl;0tlSc67`K}p0c;MtF?_zXjQ83d~kWT z*SiX9))!L0D%r}diuQdQ&(gzV9W{b_vT!59gb6kxFn>-ofQ)3;lbWHdaM8;)EPqy{ zgTg#=TiCpyB6W;7N6o?Tj;s&vghTw)o?+RyvXHC83nyYTM!ha`7-rznYgRB^qSKq;4l8Z}a?-mXreNZXkve1xtGJgW=C{;^bR)7?+N# zXI>e=8|&7ID&@p*PuT~`fGq! zV=R>zZz0XkB(_2(v!Fk%S)vxY6Cc+8>AOHWy|A#(FuO~7(iT7Xf}zGap8fr&Q+0Q{B#lhR-RbPFly$EnC6b(=v{KTxn0ul7 zp0fg@F$%Dt-nc{_#Awby-VFE3QQUj3p{k<`mbG_l*OfvID?>inr{(?sv1FY#2zrTe zbNp$MENIP@l>KpO?XO!T*~{G2cWf~A8!w9?DC9YlV0Rqx?Pt}gfa-+J9Y_Bvc6Ql9Nst)KSUhIfpMe@`-yM*P~* z;}-KRba0xM4e|}av05xybgeb_K0;b}DREfa>zM|cx`X^Fk4g z+Gv@kEG_)ng3ntDuRdY^!f+T~ ztLVB0$vwi7lExBeiSbXOgQfyk(!ptAR0-J+J$wVcC5E>yU`b(3aH*k-p^3awz)R9s zJexwJl~gdNhB(udDUeq4^Xj+X3>5;f7rjx1vylSt%6lX7>2m@#p@C$42(H*!z_W#B z7#Q-AD&@uWqPKvt78=^&ZCRg&q2SX<i>Ov4xlvjGz zgQAc9ct>QP1JV~9RxqLcpA?5$kN;TZW|mM^3GSX0`*UbJMSZ59vIPhEa5;#joUhYQ ztBjgIyAlD$;k~L)ajqBkEqAzrO9IG%z%_4Vb9@={XQ4pw-~$H;I2~N)paHU}8R!n3 zBRWY|T&LUR4i1}h5Z?hH^~lIxXv_&o?O%o6&s>x0kKcZW9b4Yc*?<^^ya);WniM6M!TnZiTW&>6Okz%M4ypFTR{7Q*uRX9lp zTb+8j%xVm>N+2ou+q{=7BZ|Ay;aMk2OpZJ%?3g*u7`YIxe7|Ciihp*a(~bM)AFHF- z?PTXfu1Hc9N32<%z-6Hb_EjrK;P-k7GmQp7a`x! z!}VyUVM7{-tb)yKuh>I1pas&W3V^{!)b8eoj=2w9avg!M`JiD|N}Lv`yD-TWu}(+2 zRm}}xAMZI`M&tb^psv`T9t}aWPh*O6s!7$^Fk~rg#??|HD-dd#o&4~@o0*6<4an;f zs0ZRz)z%|t5(Lo`z51Mb`pRNfesU)CLRpYo#?=13uPzJh`da$jY77t#?GaW)a)yvL zstV9(^fnz@rbR1?nV@>3{<( zN>W8pgIFpN;lQLqp+z{`?^nmK}|~pU$4mQJ~ihX-6HaW`z=299)xs z6_tVqm{9nd*G5xWTJ0baRl72T8p2L(;nWZ_Y6|GBZfsvcUVqEz<~BW=+nKeaWOPx& zI! ztO;9YFvoOGUa%s`%}z=&#~W|6wlxd4>ADO~Zx_-VF`+$PTjbh@8bKSeh!Tl_Cr2;6|#YzD$>$4Nb~TwPR(`+dR|8T}CHv))+7 zF{AnXw0^)rzcwNKRMM-;=CU$TU(Vbr#iH?W`LAZRJ{0E^^HAq62!L(gyymr9HpCR` z%JK;O=;nU0hI>_nBlFtWov*1DRo~OBz6UfF{%WDjLv4Q{M!{(aji)OjxF2y0AJ~PZ z^K{8suL9e|ORF*4EwFk1ULcrYBdLx=BxL(+^@4Efl7%9jIm^1uB1)`MbCm7T;O%A5 ze-n`9IGLMrwf-eLpDS#jI;kHROrN>@Mzq^LD+1Ff~KZBTxYdUvT_^* z(8VFMiDo!>4HNIY@?0Qfl9Gws%p@rUFOSG?aL7_11}tM!AYgHs{~Bc-A3E$c_@N|m zs2145y`!x&55NK%D1}klF7Q<<+nba?F4CrZKf4IumWG#VZTG;Zd?%;#wrE(8Rfn0A z-1?@c7*iZI9x6jU6;jt+_kB7S#wz;0H6sNwNK@Pmm7_3<^c^r(1En+(Z>5F)3!1tD zYNoErt1>=mH!m|wXNFH7A{1NG=Z2KXU>4Y^=2M4If-VnogyDHPA5ky@Eth=45%vF`eL5nR5!WZJGzai+D6u+yD*U^@bt4g|Q4MT`kq9FApbWT8f8DCQ4~9FZ`X^ zpR1}9bN}gC)rPo-2^lcx0bN)FSc>XF^@1X}tY%s8cLYE=(uJLTvAz79G{2cnuW2D% zCOlB8nfywMBUANPSKpcUR;m#xA4rkQZr@f>m!ge@?=!s=7tzu`3dGzh>lqcF)B!3s z&NUHV4wq0sm&9`@deERi6vsg9eU8pn?keB>1c^;my5FUf!)|}Xd|lp{T-{W_%13Su zk|xN3LtdS#7Gs#k3GXUQZBg*+i9K&uQD~$_`@G`Noq}?4P7sQO0VtS6dL20ww=vU# z3MR4$s_-R6{~Q|c+d0;J9#+Rmh}~HYK4tc))#Va=#>t2lRCOXbq$GTc9`?bCr90$5 z)<~?V+fv+;5?VuoEXb4Vf#so1O)Hg6Ds=>vo2>a%?=CMwAgx6e$0H||JF@%(GX6+S zo+P)5b|+r9sFXTOT9twn)KJ<GRaw_FtnGC*!& zFM(U013k}bHt$LpHC~}AM4tZ9j9r{|9yfsft=GY-xbKJgE1(Iix{H(}tW zmp|*^J0!&hd|XAfVXqP{tQ1sE|E9bUt|?s00T!XGoO1LUR+<^9R$~`P6|zu(Zw_nb?WOCgT27e_rEa$fu-JO|B zs$qrlyGlF@s@jl1mX9+A!6IvV4%QjTCQIa-*S(=!>AobQcvsR-2wRFA%%axf7iv-MOSR5o)>`v<;NDHeb8R`c z>@+2{EU$h)I&gzCG!{P0lR)-R%B0*Gx#SOd#&yM9Vo%Yfg0XiGU7d@B$~X#{CRCHLU5F;iAd z=*mo@6yv#+wNjN{;OFXo?3y(YYp3xn)NgwPWR&1g$STnKwA*A+Oz;Y&85)=Y9j<7A zQ@K4)J`AjpqFpjtu}G#gj+#zqZ>x$+zoPMi zxD|^dxNMf0PLoawN#SnHS1@OEH=$P&0YI2pCLBq?*$#u_|{?Ls>&a742qBKKIBKx=d_f=a*0e8>O9Md@w7_ynt3ul$} zBNj_YL6WpWY_%4ZsGX-1ax=-ag$xkLO2iFUq6ren;;=^WdB4|_y1Oj2=ag}1&SJ_^ zlp+UA!UsJK9V0!#0?RlvZdAfxvY_lud<+da?~e!${Iy&1e%=ht;rTtntv^Qp3nw_x zP@RH3t^>TwvSsej>8m+k`J*zi`A1l($N_MB*dWbu!R+DR1RhY-6Dz~d_3Fypn!kq$ z8la?LnO3-pvFnpOhmi2hkS=1mb>Oe>YRu{bXY*( z>wDpcH;P+omUdexLO0zvJSwu6d{{$%F|-nzzfs++A@*_LCMo7UV#^sz>m~6a8IdF_ zUpb`yiN?{i90vHl zs)2P446C)P{r-Cw(b-)crTN3l1Qs$ah>FtL{Ice0pQwmruv@s_B8^f$M!k#11db0W zpjlOD&Aj4f57F;!;jOpwv>tK&X)diI+YKR@&{gL||2nFBqM=gNr(%)-eN==6h*IFXv6JAb4a)eNosgmR|*k)&&}VN zNYpZs5=n~JepuH8Y}L7W{NPX~%dBC61{RNUeiWQ0$;&<~jO4^6EMK?_R4)&K>t6L- z^l*!~k%1D)ooCnkni9baUW*k#sRn8NVJe-;tokuyJEY~%GpNHD8nMbnvg(o5 zw$M@JM)V5bJdUlIiut(|US7o3T%=-~fpuNbR|m4S;-DSOteWRotE|7ogf>uqIOz0+ zfJ`D*J6@MXC~i7QjDiecxFg$?YzKYW2x13 zeUjEF=#@p3!#qizo8NdZ@1C~_c61f^=G@*zV`9lHtbgEO3EF1k2WUfU)l-55P4VX6 zz^umr3o(iAoI%+Ewd4(E^kEXVLB7N5=lWM(6u5~7`Y3^DdZ6^9mNiN>men270{i>$-!@5<-EfHl8-WshrLxSI(X%#ziy&A+ zmk0|I(j5!FZWtC8AG`0&&Li<(U+q6bg1h#I?b%;tA{1H==#*@Nu4 z@6S0beEN6PsUDP(q^&G$E zO5shW%Vg160UrL#>sNYRo|Fj$L|+ehMRV1mzP;#lq;<}&jE*_>UT0}xy?y|CyslIN zW@*@FspAlM-bkJL2o(ivJiPztwR8gk&Jq>2k(f}C3_X#GBrqvyr0f*8Lsl+DPsU9% z>K+(Bur+O$7u{k@Eg+fIZQM}W^3&!yj-^UOH1cXCJv}(e?sR0YuL>DzWBu106|(Y9 zjOz#HX)y5U+MSSws<%I!C3nVz>HRw0jXm;dMyM;K>iEZn>$SxyZm(an&%370o)FLu zLu+pt+HD)wXzzk_KG8{YEIbch;FjSOh}dll#zY>`<9v{q$|54wZdY-@hHj1$AGOw5 zF8{3#^!E0Q#^(IS;@yK;Gn>|_`@5nbClb&h>juihb=OUQQ+V=!BJMwmwwE5cnB#U6 zH6S!6!c1QuC4%Da;l(pW9Xr~C)0=L-v?JD>Njw>NxRggYhLW#s$FgvldYuM|=QmDC z+^K)*M{ydzXV%4KGe_Ou=TuJ0@A0}o7AKh6OAyvFQp`u{#0MGOq94o32N$YivC)OCJVDvWSO<+{+2x+p^2iKtf3P-T zpBeJP>(;mL6e#zg>^ZS{m*O9xezo&eT#lFeY2#MV+j5v0bMh{z#At%d8tw{aFdBrh z$Jemr=hHxj?9)b--$=RI^K*FQ+<_-geVT;2;8{Xlj}{L$M)FI8if2!X^qmy!Dm4|O z5_Ktqj{YTq#kMSOW;GwS)tM0^NkJ zF>>MVq&#z(PDA6e97m*?)2Z!o@2-PjkWbC+HOhA@oq$)ku?ICMa~Qb>r}QWfHlOBi z8xYn!NYt3BR!QP>$8)5>?;8cx;Ia2#ir6oB6~()tV2CJ&AogD4sS8zSQIubY@wxDl z;+y-AdvqIAEo>xcoMyGf;FkSoI}iZ3^B1Q!WF>P#^XZ3j(zdS$QetT@wZ!ZuX1Z#QuOkh4)9)I^jdt>39XHV^KNk_`Y5YPMc zjiH!RopGrl9co@x=Y3+l8w`h1Zw8--OGQepI~T#&z}%PM$;tCB81F`2Fu0WQG;8XX z0vfNv)DM^Cw8<3cYo)%6zwxp1!p5yVqE|n&cb4+3zjC)}`+a`nhqj}w&z0lFI9Nk8 z_Oi_F+WE^G`F`~BNS|Pt#*u`vUM3&zB{wqb~Ofu!=#r#Pl64g-GIJ51RI1Zu~X_~`@ z7tUzxQ!M>_d%ccaOXfpXFRytJ0_RQHxrgc!12l?3a=Sc6eC=}^$+dhWxnt!s@-I*x z16&WlACzw|+u$IVt%wJO;a;8!ALZbTap495W6tx1nsbk3jC$Rw299m^RiFLHiv)Oj z559xBlztcoO%3@DL@U;PazPjAoAE%KMTgZ5HkLUX#Tko`$nJ7vWpVTqH#az7wk1kjEBGg6id2_TM31l=J z^AV^)(it0q4Q4Q?h~I>-#aSsjk_$XX94WO>ZE@QCWMcQ6>6FDM(He(?2wjTTtA8Ra zW_tZzt6$sO`jwbd_-jttu9anXfX97V9v2{3ksAKQQ`r%{x4S)@yR`w)gZwE&*r%k$ zhi8}Weo+xr85i}zApe(7$230!oJAP&Ahvqi-!4aj>UWGro#%W4LvV_Aj8;24tos^q zd80)^6a+{Z|8B@Whe(IT+Ou>568^~;D>?4eBH<*ShVZ?)F~doT0cjgk_EMbtj8lq_ zCL0s+m&vG*Mx&v=-zuv!xAS5g=$x6dTr;PQ)*d_3J%ZktPe@Y9XT>?m{qyO;Zo_Yy zW29^^)`oS5AZi+tDw>C1HP6>PX&!aP=*G2K-Lf3t{QVl=Ug?*?cWHlKALazszn$(F z;T`1k@UfqkF#WDv=NUdVvAKurz$Jk?sq~OH$MigtRe(9N6gxeos71W*kcaO9_fqyb zO_OLX{SDN;dT=X-;^hAzG?47$;LWG>xSB68LHOJ>N@H{a_+?A?uFx~M~a=-?L= zR|tIW@<V@SXenS5AlPUq?z^vkFkCbPNEFj+Tehj#+tC$2H*8 z(84ls@9g;22cERujt!o(M@qMog~Y^V*6T_5IpDPN2UWqYSb@6oYp)VuJ>vK{StI_u zf}4U}i<2y9jQRbLkhB;>CZvzM#-|i=7Z6Oqy>bI)m-Hm@=FyF`TUO85cgy=^{`ALnK)wA;{Z{~y#+XgK@DYa>d+5|A4QMgb}3h~t!8U7aVOmg?E{zy{E)9x_p z=_%cy5y@#}e~%tc(mTX8RhA56H}HBQA9ro~j0Q8~#E?hrVtK8QoUO&q@fdw(hem{q zT_DjRc>T8qToVNi+f_VmARhteY$F%B+Ud%B%=1Idj`94B$uBeZhjdc|8>KEkb4L0-Q*hd7SHPsoD zrJd?@RDvWRW?=PfJczfd^{ieEflD<}H+3V-O-kOa$-Cv&!*`t`Cpn~N>#xP!)Sj5; zE8UALo_n{{lbWjU;n#GPR`C@$4d{;i2w+Nr6`#SaZ9P{$o42kn2|x`ekd=}By!koL z6G?DxZkLqRaq88@k0U`Nf?NE?GV52}kN}O%Ilb@P-aJO?@F1N*jYh$A7H7|cpP7y6 z)#Rjd=Vy$kA3qs< ziF_+=jNNq{095UpJ3KmiT3T5TX(J9&#_o_oqy2xQEYABz)@a{;JJ?PuHrGyNVlpMCb^PM#h}Ba4$mGRfSn90(6=SA`@J@ZpO!C3&boPT!?u<8f(;9GIs^TRr z1)!<1F|Wc#9NAS9+oH{!lp!r51G}b~ru9*&Nc~=S>y`b{N2{%8`!S>QVnMXc=hwC`-Hh}0}&SM5#?z*-ZG=&UJDqc1nt3y#(ZpJ?G8d5wH`;fW9S z#oOvzV`Gh&%AT9;RVU_tXnwkAcj?)XOJlUuNJ;r$=Je$8BuU3l2_a^&+VZTXM@PPFIx zwrs-HrCTN@rUAEn&O0=?-1(3$q(f-fR(oG(m1cxJG-JPb zbK4%6!BW!-l|p$Yl{5ClNz4J@74kG=W@{)aTtG|i&=>f=K|LECa63k}m{}`N?LyJA zvTtAwAhKHD+N1iY<&xZ!559}BkTJ6;p$tv*fAyoJtEF{JD7$yhwuzp&eqOc(KOCT- z8gE#ZDGGMgJW94T_=d8ATSGRdw;xPhzxb9rHGkil@pheaW&w1p)YH!7ToF&dYH|^e z(Qw~%{E}R6Nkfa69Q0{7bwoBb_y5 zifH@K=}c|OuDyE_n}lxR{lVTi|9E+(F&;}iY+EziTDaMx)&qazq^gqd@%}Ai^Zk?9 zaBLA3Jm9sql+pInEy(0yvcnUUq;+D4CjY}Q6%~_;c@aBAvIkElVGpt*GLHPPvIX*4O`7ygO zNa*Xurh364Hs$K5&-2c3Ho4-4CPeDRR{eBiOjj<`q$^!(cM^Ny3BJuc--Ht)H_ z3b^-MUl!d_ahR-_aEhCBiQd2Px$o?zV2zQQqJ_G9Wly9XJ3}y&J%RwdP8J=qb!CeL zzUFoRpd8tL!r>g+{<>99W}f34WgPXGcuyC48`6ahBd7pJt_8jmBnSH69qmhw=9~ys zLUBIIq;}RL_xz+KJ2&L3I3XcMho}c>Z05|PvpcU6G~HVy{A2rvZ1v<*odg_oD%n$w zH@hXf)PzYT0ua9V)P*2s%#NB}5-oiyQ#Jhge>!CxFl ze#80Qa6Fof)pstLbpffXc%1vqUo+$_;uy4omyBGYVtUMG-+!I@Sf3OKG;jB3mObz) zmqf-OLGB%wIR{3A9mk@hz>UMTzsUDS0GCeHp+oZBn&~=1)o>=8$%=bK3QQv`m<~|C_gC|1OWu&{N$kMb+=xsnqaN zQt`;^jIFV&21dICZ(*#dee3Ot!j#Grk}7f{mAz3;V$tM?MTm|*L})zG_GrNCA2M^= zsX4Xm5byQ);sLEs9}?efh(3KRA)DQnL!#<_{P@y(M*@`cD)0JGNO*%;3-UsZbKmub z7xKtcY*r*XN`DBQm*H?!%)kq+q(nBe`ZAzkg7Da23np&^qYsToh5bb%Bk0vm zWsurEv1=%eR@$S{@W9Tp!S+Ruo%$5m^7Pf*Z@>nx`QRyp&aj`S`df4Tj1a(DsanBU z9sgDFVt{;X99A!GCHF5Y9eXik7yY>9R0q^^c4pLhI#KjvV!MiqDSEz11 zaI`VWRl~0S`imTg@gMw1A z;MNdaAWAamTVmfLt3_3%yoQ#X=afJ*wIk8<6^6o=ng!d`#y!IOv4Y0x&y_sGF1guG z)f~fkWH+6@T{-g}`x4$8;BS%qa85f1rjsO7v}h@CdGg9f8@p4Aey@Vn-5!+YCW!JIAE7%qrhLfOIc1%4FDJqRWE+YMuS)^T;q<@OvfrvZ zh*CbaRjIGaL5l68Zht?_8zHLh(IgOcax6_eTg%HTV2T~y_-Z#&WKKlu44d^69ckfS zBPVlG2ZjCZN8}GTw{EfChZ4ulvaB_3`HJOb1ir`GOXY%5o9(c ziq=F?d1g4-ERcH!NAzSg{}wkzv`G4kbM~yev_%n&PC<6P7VP?PLh$=sbAajvcl3vt z))`bns_z_L6_8@K>OBE3?U`+X0?J0;d#_wD_2@JW%!6F6 zF3#Ky5@UD(J<2e%QympZp-vv~n{CZ2<3?83M78?%c&TLfmfS}$m32AQVKS*h<$_)D zYo~%vo`R{*#7JG3N-giNTtQ(o(I+VF0;Be+mHW4noe^>h7rm0s2dqze5Sa5qq_G3@ z%LUbu=5JO`qFO4djvH-)_hh#FRI`_XznbQ_$ayb=YCGg-`0h3L(6|)(R1WRDX;eB- z?`8A6ap_PikUJLp#wqdu|CCtMmB;szKkhqyruAILZnxI&1@? zmnS2CjO(k~?ygrf(hom!^l?JZPPNA*iGs`~&BfAamYux_n-KDL`<~;YDT84u^ zU0h{n&YhC*XIC`lVQOw${dP4Dmcl5u*?tk~;0DgFNnsNqyvdcS%-?UXGq?pe$I}B| zlvgt@88Nyp#ys{{Ue)NZUzl(T;jH=hB?`z)Fb>4@R$oV4v!57f;2-OQ%m!FH@Lx|* zJX0BxeqV?EsyxdJeh6GDd))v?FbGZ*p;7nWw z`Et;RpyAEvl-^@*?5@}=(Gux=L?~&tP^9+$`Ixl6fyu8Yq$9L-xx?Hpcj%__|891; zSzd)&s`C5`z)T)lAn)&(dg)y=&PZKml$OjS`5;x*makld2gzuKE)DwmsVfwA1UJM^ zbj53>V;4T3_g=~?^=*PRmZH)R;(>=^qAT5*XN=4#I#2z^PX{*qGMIUD=UkwiHf-fU zgu{GqZ;!OUj_M)t+Ms}`ik2v+7`F5wXc&ErZ>oui7MCF+G!pcjOqq=|tU^c0g6Z_U zS(ili=tp1O9kI8PXT9;-!k5N9uJ@eENNZm(6#Qep*oqJ^+27}wwLD+^`Y6(uj)`0@sD1Aq)6gSSPVnL#dAfV=MtXA)Sn{*s zsg+wg;;FDmWkh~C;oP`BtNkR^#(zRuTqamuuQ|YSqNaYIm=n9D`^M^UhLiKFG{-C@ zlS+0zw$zouZ)81oI(v&G^Dt5h zk^OYopNPpTu-WpUS#ew3w^-z+%si2l4mMedtXZ-t15OA-^k3AzGpI*5YlKpl61ILOZV< zlTI|q^pUxwT_(N!X2%KKDPBd>%YrHC{|vG2>#U<^(_S0FT-*MIzv^#2{KZ==flS-na3-+z_B_N(MbeUr=d5)(ADXsqll{ zQG@%(T#Sf4vkUw@eY@V2IeloJQ+fXO8n;sF;I{N>$iw3&S$CwoSCluJM&nn1JIJ&j z3ry*OtWDq7e3F&x8ebA)@}Dv7_@9kwYkE({&4kz1)PLZioiSISH$T%MeB#hA#}99) zqGGfhV^{sNY6q(S|E(5!p|r_U#i#fbA8 zEcijY?$3pc?5HSxf6k@b!3z+(!M8(Mt?FtMy1|BUSfELEss*Io!926fM&70J^Cww2 z`575*MBB&`xpEfi9wfH8lSRf?_4G)*7YTMzr>B-2Fg)-m^pm;8@2g76a=3d=18a9j zmqqAUZsf>A(Am}U@_^QX4#BZ1wxUx5^EbH}T~idOVVUsjWDBRn>zHeB5wI0?uT zkg?tJ`?4MrsppX|i<|(X7p!OZ*nLzGaC>fQkLgiGdm*44Muwi_e6g zfQW{$i(2f@FUU_B zRQ^^H*+55U=XViN7X{|4p%;|04n(ye zk*qPIqkQp`#;767iwZZaY_v8QahqT3mK~*LpHDfnLf*+FL^Um4O4(@Hvn}a2_rM|2 z2~%qvy;H{k8(@{(JXO-L$Fjz=1rCT3$`(#-nl58{XD=8@rp$2T!jhWIpth5Skue3F zBilbOoEZ0GZ-DnNuCV|^+pOWDp%EvNU?v2;f% zL-|id60P-%S2gwR1++O}3@eIKHRApT@SLx403bLd8op2I`NHX=^VwDbn`W>c$u7f4dat4Ae3FCh^y%6&ZmIq9S5zCr-$_eJ zw95*7x@M+m87eS;TnHNchZWr!^K1Obb6bpuBrNz%+m$bsZd#NRygBU6H}L)SG0o~C zsq7mqjFURD_S-1H-{n&XvCMP8VPi+9z|dYoZP4-JncR;(CG#PQw}Urz+TfBMcN1@` z=di1tpu3dNt|j-qlz(h=$S;RDb%^}3y0cE1TRTr)H?hl2g9+?DcK>`$K+^%cb~pn6 zdh^+h4{>MsdGl#)g~P}6VzZ<#-|b2rM|M@eX7u`x`3`w#*BV`xEMl)NI(WzzFw)mq zMDXOe-`MH~@cP#V=eW@^3T~0HbObp^Gzf={Xx=Yg$lgh|Eu{n+ZJ#B~6vvP=^*!-3 z0kDbUsEgQJhy7cFMfKpRlp8()l%T8xg5cU0;aF=#6WMXC{4FSi0+rlQSJlGtXnLyV z(-jj@q|y!ZiC!T{X?KIl9jttZCb>p&V;&{qW(-u507lR;%K*Ee2L!h%PF^kaZMOdO z6UV*#1ww|b=rc|8c=r_oIc)cWB|$hnE8#DP)W9Hh`Z)Y|h$)jk&Z#JDJry1MPG)!! zp#fBaTF(#3XLipV6HkTx1f!iIsL7=bB8wU&ypTF|afEv9u=D`*J;*I#I49D2hFwd~ zJX-A}7O&c1qVlB!0;xgUYBlERO3u8dsgUp+(0%faZI?qwOADuiEqW79w zU#F2dXsyQ-M&q)SZdh`31r|&Pa#D`YwUM=Pn zYOh2?>TbogVEJNnwqc{efuhn2iLaNrzT&TCT(PmukDq{=aof}Ki<%AZ)Ow?b4p1j! zQs!Eq<;INhd9{;Tu;BW(%dXo#fmKuMQ;m-kd{kz>pUBw4ZyMr=)__&e2S&Nw)_{eq zy}$ZG?DYmc$3qIi>Vgtm;14uf2-xUWZ>L@vSyK|y6Pyy{ZsUK6%urdd_M^XE2py%# zfo6ELNU0Rv($tTd zY2y2o@K&PT@HYH}S`BSs;zCk~U_xn2*xRSG!SBy6oblUkH*yl8dP?ZjWzg< zx#g6q>l*LA|5LfDVhQkdf6{re`^^i%Mi_$9H^|a!_7ccu=Q|$#D4Xi}aF?GSDI7nR zzEU^8Hg#CkXOKrgVF=itUm3PrIg>K;hLkbobPG{UkJzNtmb0L1l{J{n0Sj9R+ITRY z3%Hu@NWen#Cx_>kS+SxRgNpuJXe1Z;LcLs{_LjOBxfD(~?3(L2)l@p~{R2~Z0I@My zv9QgY+>~lC+^x^77pQ|leYM{GP>#FnV&bIn?j1Os5p#fB^_4M*?YuOmG9C=c7oWG5 z14J`?Y?5V}o*XVKC7T){m@k!ePo<`8pYtQ(!+qAFqy)PNdW~M+3~*B8wYc1lAZgx; za|h4)ne7!MT{|bZM>YPlN8Z=ZXDS>Yezm@p_2P5n(ZAg8{S`lZjPG_lZ|>d0{dZn8 zzR{_FmF)m12%-O$jgYyf z=4!Vg?&`j=lo!`Cv_xDx=&tO~|3JRKPOm5GT`BLMy!UXX`Q37n2jSV(r>X0Amp{0s z1&C)C9r}ORd+WHWzV2OA0V(NF8YD$pLVA;3%^YhPB^`6eg5kC635vY ztd2bqY_X3y=jg>=hC5W|$+baFCq2b4o-HLR4~31!$;5Uf*3RTRRBwy{GDohW=_BMfan!dZ%=GIG5LNsSAa+MrpQ~^SBNlOoV z!7W{L@F5kzrj;KU4+-4*+T_Wm4t=CE;yuaW8FW$K&m`Q{^N6?}`bOe&tlOkyVQyMh zD%su4rJ~Kc`;}jGy6kk+-)}kT1W6C6IITGgs~yxRKV=W^r|g z!=d|jVif!QcD96MK})>kwII5W(I<@^fz`Hsr)Qn(Ew?{|bTsPhML~vnN}}U;ks6;4 z8xLQ|3}3RHr&l(GGNkQdt_xA}mFc!Tnw2J*<-^2BCq*ggzR)mFKE;zLY=F)Zd`usQ zqxw0Du8`A6a}G^Q1@K_Co2ACLP%zr!xVO#@1N}Iz=L0W&Ff?p*(emt zlxeGamefz3r3F9P&%f!kKYZ-PWZD-Qm+-*0g&BVc>9LksK>5ZO(DVtzvZJZ%<{stP z&pbu^zghq-{bd@7-^Ay+O68U5$&$bMU@h?*A2B#T^qbC$PcJUnW)q}px>(US!MUIM zRsPy@In4I-pnSz++D+{cMEI$bglf890OM3?-L-5DVCFno1Sw>k1c}P&xv_m+be?DV zQQ6Ph9#u%tVdCbz=D0dyPmX7o^|-CKli^khRLRqv_VcR)aL8}axCLb`QIFltXNdFa z)%tqaEiXfc^5$*f15#?Xyk0duLyn8D6#(I+l(Fuq>*Rs=t(V`0xL#Aa&gPgL8zzwL zehRov2Ib$^qc8Fnj#a?<${{=TQ&jkHPd&w9g?aK;cq$`d*}{&3o?SrUk4X| zY1->^;4l5zvQ04;7*MOC^4Ry4hBh6UYa7&X@qB97nXy)&q`_)VAoacCc`KJ2AvkzKg#&6NnV9^ElkJm3pcV&Fq`c z5ROH}=BN50t5f|wk-tl#aJ1i6SPFC;=T|1jnxDGY8{u0gTz}|$+i^NPPH8wJSqP-% zc$ix~=j1~=8CwRXN_FZ z2~h{F^kBvyT8;|e-untgQiX=38DbA8z@a`7fzzNeu>HlAzK3S11v;FclFD?G={O`T zASnH?+Tw*EIr#Ll3?Lf^LM{bF_AK3=?K|vNrK~clQ%QV2pMc%?S4Dg_{zWzZm9;yA z=KDslaIfVK3*Yl-NKRpKmor*A{LyRtB5zi{syL8*@*N5Pi~#ItvmI|99Hqg}##pOe zri50u;AxlSKFn>n)tdR3G}D#E+LKUMclKE)mba#sYdmI0`~FX|Ep3OwPQPFrB?v7Bv)vmD@bbB z^a)$bkr)xjI|)~yh73zQG3V7Xi_`$qc2AK<*T4~~!i-|_bGmRczULUk&uN!AZ+G?Q zn>z`c_@wko!w6f`rj4V7ULI_BWCwu_;iZvc6|4vYB+! zp4l#YwBAyC(BSY|8h-R3ZtYN|S=f@Q4>!k_b}2)K>vQ=+p|h9aWM8I3m}>46^Of?O zlVCERzt!7D5DU>W3%WWq4JUk`GT}JM;C3`idg&p7P4@k`(mMN_MIuL8T5eW}6}5Gx z78-g^oq1#oX^rGq4Q(xbn4_Y|=sYLN!d4;O?rS`q*iJr%tet~o#4m~ZQgUYrE5H!) z#r*n-ZWNfDWmM;bxx%AuX#`38VKN6Hs8h9sJz560b{Y*DL9>u!+c{7mj@L}*I%V=U zl2-ZbV&MMt`v1g(mKUy0O-{AVGbNKx5uWm&YLeV^AL?B{wZ)!sp3r1+@9zZOY)~+_ z4!@frEfv=>>@OCjkF;eFaO&D1>s>jPt;F|W^vkxQbL!U(E!(-P#*QlUQ)iryN~xO4 zy>9W(oA0wiOx-k+%vU8laxw*yG)T%)uQ&#)%_-2!qFNc`Gq0l9*EK zOk=4R7){>CrNp2)Tnn1o5up>#AjK3w8j=FJqB$&!B}oOHt^vBK-um!-g>H`r!D(vV z`A!;XU*>bu%94?mbPWzl_Z`^Io61ZYccIc2J?B|dv_Y@SvL^!~hk_qwmqBYj{^@F0 zkm+-_pk}oR{#m}cBhjIs_@_X=V*3kJ^Rol;&dV6)edk?&?6G~2R91LkL{c5t9<~JC zE;u%~D@lKC%g|`MOIJA21ldM)g-uVvfc&!4YKnDP0h&3$R;s(Z>fYT9%e*D?Vq3Fk zOSe|Lh)+}PA2s*ZxjwcwFH~PNoG2RQ!SDW8vVI!1$(L~GdX)I^9(LDzP-j(iT=m;{ zsHB#CBb8MFo1U{t(mNPtA40iJ*fyys(~B1~+{|YgT*o%)g7fAZoNDQY35fx+O*P~bwrS)>)6kP+r*piPf1W1$unTrj0q|61!`Fb zrO0$0^8gzjKzyNl-u_O9;H41Ap>{SA3BF2BPF`zkJr+HN!?$<&`T z0%1FyZQzAjO?g`pw*PhD7o100R`u*FZ#rma!)4g~lZS=z^gQ;m*$<9y+t0vDlJn2x z!;)WZc9%spu^`%Z8TK8LR67v8U9lINZmNDI;nvHTSwLL<^gufn=N{AC$@FwMvyMZu z#9|Gxd)!5d45|;IZT&=eTbDoQ8W^{EVfc#!t79MEe9ViyL`X!TEyW3LbJOM7Hxx>| ztyHky&A{6BYmAL|AJQsnaDOUXa~CScAM)pZO5zV`*l)^~vK&sydpij{kXeWQ`4_Sp z;szGt+O+EG4OPy*1^+(Uy)T0!xz*+hV)sfc`t!|9WMPQ>R}f!KmfC@^VMBA2f{vNL5ST29vhO7WsKq zdS0x8=gotRiL7%IADWMuV~6j?Ua&?fF<%$TQ_pri7%~#!X+NuM{TjoQEX|H6#hiI) z`)IbeLvc<#1x(SIKX(#Dek3=?=^oshRq8p&mtgsamw7u4uTe+cT1VrzI`ey12%6*f_y^Dm3Ora8Bv6eR-G(_P7 z9PGZcl$%ozSA{pMhwc_muf?&r&eJ{J#T#R7*Olb!UKW6@>djt?1%iG-q-!Pfgk4-pm9Cen` zQhwgkjJA0xRr#8}@BQnDyMf(Cm0o&%gSGeL)F!%wi9wdedZ`15Av-2*5;0uZi;^*| za|9@#kpL7Y77#?z$;F1P78hXqX#zs0~Bt z*5oKpn>Ff~upsQqxR;rr{C73&GA5sPa^Mk-% z0gi={lLvqHm=Q|cBtOC-{DJf2Z)I&or^!)w3Yq9b>S%Xo$6c9^KP7DwJ!+e z5uyeY*8?bH9@l(|BGDYG7i28+siTh|cwA68?XIiaB z4-82C;A4SZ2KLn>;eCeOG5pV#ob-@-WS?+ook2br`{c^TUeDdue$r6BlEB&X(P_7R zx^(JspQGU#whP8$*=fd*v+_q)$%vjfTG)U#eUP>T^^zGPPmFwo0RD|z zv_AH!BguqOK3WKhcYhp;%XeFsv4*IOU?f#(Ay?w3j!ZH2a!IeH4txm96LqqoDX!<9 zkE{b7f|dECWgm#K$W{_S@5Ehkc)-xB)9y^r7)iC|QxO`O%G$a;c6#kl7j@V={?IFk z!{p!P!Hv+Yw_1Wf#F7}+?RpxL-rL^$eS;mD^XpLYyT}0y&ccAlYy$N1#4em(iD96H z4a&z`lofbk49OOmm=|&+ic&ni85sO*gU*I|+Qpwd6&pwTNc~-Gy|su$*icOthxFfC zkF{(*Jkqc9k1%%FV2U5R3zJ}TQFeo(GGhe0> zm+JY39&K(4Lq^~{Q4`Ef>Kr7zs#|yO-<%EjXU7LBVNTf*6E^h)-1=n@5cM+;q@7T+wB@f74O6R857{U5#4*0Kaw66hJ{aWip)YWH{ks0_ zL%V2LAYCm;7@%8xD&5@v@#!Ir)OgHn=-0a!4zLs@IZHinvaD^Q8mg#Pcr~uqPq1T{ z)di1&oEg)}#r6TP(Ca{#+yY;;&!H<1QgvFy;qd)@HdpUEi zx3|N!piGCM$-$3*oqI6S(u{u<@tcOS3ER2X7q^jCGz)~X8hW)uX(yplXd2ri3q&EMteftmRF@O z$XFJj0Wl$JTEa41dSX07C#4-eih)!&jOQkr5-uA%iotc(BD(Rw@*ShXOU{vzTjY4$ z3%7b_0!%hWmZe9r(Vcc_=!8Iu@@D%WYEQ%tmrgNa2(@2+>rt%hcla%f`q{P3d99>2 z7cA#OB%>FK0qBBIf>&T@f-UQGq}c&ea{A{yS6Z6bRIvwou$ye?wZEfIvvca-m8pr; zz_aAKZnuQuw(#|>kRIaUYFZGEo3xSb0kKwKr@=V7$aMMPv!B{dTayO zKu=x^#Fi@IUy@i@Apmwtx@%>Y*E;T9(_~)OG)J9;f&xHuKUM;pf7(l)is>8T?!D2< ztP)rA0CKxh@x%L+b4pgk)Yb9P<8#T@Uefa(#l>i@utUHMP|ii#n$O9;^H7ULpiQHJ zU%v(N!3Wrb3^f?IbFxdd2g3|$$Mp^WR>9=RwQ7S>bm8TFd~8E8=0ojRb6(3Z}Qy=P^Z5)92EzdoJL zY!!wEdzt-UQiwu(I@YZ(3_Ur1oIzUK8AlVTDvqzpM7(8k$6e5xOKYh%EyiDZO0CMa>_tAai6^o+#)(IxdNBW1CpN7r6 z%*QSJ;CD~l{f-U+6(w&Pgf2%G`eH8@zB?t2GTtN`ZO zy#&F(T`d1lfkk!VhYwhfp7Ujkxx?gqkD-ayQn|uzu-m|!WtH5Qj#`jEh7w>5=;Hb= zl{tL5aQITD*B$Mk9w$9JmD3-Bn_$Pl;ATzcG}@tTr09{|#UL?Qq+Yx$c_Ie-t$hXXT$?zVADJTsG|# zs8PpjI$_j4UAdD}mAHI0v%?ZW4t3W>e0Sp?;ljEDmemUmw#KEWTz)R2s|7%U9 zDe}-smJ8_gt$wJ8T)YoQ!_E)*3Rr>_VBtgPYk6SNQ85+y54M$R{%1$;zqZ`WYA^h+|2<@v*za=uw7AwCqQ*cQQXt zPUu8BM}}Tg^O#409sp^MI?x$efvv;f5j5x%vJp-C1If-?{bIV4osY3+bv9KW_hg&P z9UhXgyi154lQFjOL~4d^zS4!>CH9Hcw9jYOrnB0Ebtylkd~{DGN}b8oB4Z&DH}ilQ z1G)k5|Isqu1$ZZE^K~?T)59>-_qI*PU5j_+iO#f=)Y zsH1L}T$wEo&mYc%Jb^!AQEOBmk=LNo$26qE9cZTuU~cizMR1JlX40giJhhUyORs4 z)su_Fy@C0!kZU=_)Pp6Kzk?5kR|{_+c5gX4zE$w_$y8p(>xv#xCka)7!7r-&={syD30_4 z$b`GvtG~jX1O5M{s=Fp=C$B3cwvWmwujnbGAT9qt^?tu2BpK6aepU520t&o;y-^vM z1M6_)W*aDQUUypklW%a8MA}-(_r*8a7{9;@&iF}-?L4P}pA?sD5stP-_wf7i$)HvR zad9AB(B%5E?x10NJfdkhnmZ&{R%%%pz&v2$lOnC3d30nuVp8MbHe+Ks=}cLLgw?Az z@3#qAhuBvI?N}UdV`of5?;!T>P{6_KX8lI~cM@O&lOTa)l48h>YWm&ekME=W0v}al zcX)l7V?EPktdWIalgs^5X9E7i>ukQqz`k5Ijs#eO;=?283zq`od)4dwo~o+z`~35Vtt~;06d!m`{w7+Y+Q<}nx7k9U%gS1v z^5h`eNpBJ&=Mw#INtgexqJsa|>KrNs!b!OQ#|(Vy>wW9r9Bc||{C`oSrP*4Ik&J@* zQ9k`)UC&m$*Cvt#AMX6aw06HHr@;}Q;8Xs~rjE?N-KPAv3(`^GZq)BMPFU)HNx#Os z09yHP58XXJB=RN78S=II!`^mgUfc&`sBDXH|KV>7LH`e(ctE0_?2#4y;fim}3qo_H zBKB6X7B>G$Qr7VxG=nWyuF#Gd6t{eBsNQgM^<0pul---eAm&N%JW>ipH9o}rnmc(% zhKVJuI4=liJBs@QY)1e#$lUud4YEbIcyGa2kuKsFK6O(95RQK_O^*OiFlz5Z9dLUI zYBcPVku&ix#%U*S;2_*~i=ThLr38Ke`~EZMhftPi3TvmxIl6Lbz&ByQY9B*`_S(rV zK)_*nb$-+1 zWY2&3+i(N74q+2&KD(BTdguv0-NtspeseIabjxLH-iB_e23VSIN@3{faaj}$atqXT zdVFq$2e5pP-VXjvsl50X!HlQHuFr$j!V|5S?Ekk+rT^k={bsKv08FLHgzAHWv_vX? zx9j5|ciZDD)#%p41pOn~exZ4m&FqDDyVEmI=Ii>k2>N9YD!YQqvpmc*Y&oRTAKWfdD)@ATqr6}v; zpO^-SN6&CfUl`sH1PbwEP9G6G!^xQZ9Z&$Q@I0k*a=%>_>K~()GjM(ekk!9W8c|;l zJ4Z8DDim$39?PY8LuszKO zfb6lp5*3-$W|ce}O<~sf@Bx76b2qq@`)owDU*&LXmmoa=P<*LgJ>h_yehf`IJC<)% z0Jcx-`>UlMY|kQO2~W_vl2;1vsk_IP&;D^)E}gsFQAzI_nappzzq>UuVdp=ZQNZ|L z=hPt$r!WtFL<(KX;9GIO+y8&yL5gIV4lmPm|BOT10*)`A7GTuAynx`SWWGcH1^kn@Zo4h~4v-0~i3%x^JS5(Ghs$o2? zO`hJX$sy5V4|ojx1!j|xDNW>GTa6+|buRX+ z`5L)_5znF$#|J7pTit-nC!39|!Sv&O8Te115d#T`BsU-$l-#81+|Rsg?wQxWBd&F( zzIjk&_d@bP-+Mn1h1{?oUXSVpU|5y#f1CxXkDb@g&368pZ}R? zwy!1EsXDvCOR&4g=dCU6+LW!$h zUz`V3Zf8X*p9KC%>4<=(MCj8REoTS)u!U#VYv5q;-ENTSFEIFexLb_lx;*N~8CVHL z140m`5v%zJX@xskR@y4lMMkcW&qiZ5AwX_PV$5qLN|%6Uyj#LzsB0U7{Xl$e6;f8p zSrPx%<|(UW=Egx;q|fh|t$(oy1b!b;>(=!W{@Y=F^uX^O@Q^B>!J5SS3Vqu>ZnfcW zM$`Nckx0?gQBi!|XeDT#y~FIBN!pJlmqwd~l)(DvWb<Ey~}jSN0bY23Q)rO6=3tEqAEl{F&E1##sZ1AHwB5A}RJYOYV6Z;}AIs zpRR6p^XA!K=1>_$8<->;2VXI2-v5IiBJMWdkugy95HbFDO^%}g<(vNjc*udJ2YV-U z|AT~oW%#dtZ2t6f&erv9U;hh(NOZ7r!l*GMl+ec(10i?FT=;k7-hYmSiig|x+`UA< z;x8N;G~G%R1lzjVW=c~*`F9%+F9QM@ijnmsRVcnitZ9A~#L=rdb1XVQ(pp1@$;kOs z_JzO6G?GS81v3#G4-}5jTR*BX4nN{}`mKvpF=h>gu~)U)Gf?8_gf2K(H#d^{yR3Ae z26-2)-0HEED_4OD9HEJ#&Uz(&|Cvn8pAM45q8V_3PsNT?e<$jC7lvx#qwFHRm0YM^ zCj#J#dN3Rcq$#)!b%imNilzo4aK+GCdwj++j>$iQqO6KqEQ`RwMbsR*KRK)<(qF(T z|LVfK$!or36$N~y4qJ?^Rjct2_x}Ub10cZ1!NhVBsAD%iRctg@RKE~CU@yvSS;!tL zm%#L`7GC+$k18yE%(c+9ay|@40l6N>TRe&0W2d@({@l*@7nJy$apY8WyiFWvx~xk6YBCsoWZPscp5ZF6h%%6Ym%g&Vlu`*;Knb1lJcPs_AEgbn$c zEQU-psHXnG?lNJ}yUXoX5X`aAK>0uJz$@aQv5+Vw-tDcef6JWO+qBPyf1&0=Zh28e zef^!@eSltIVJ%pZB)F3h(`f%l)1|-LWhzNCo<{wn=gFUtMMX*kg3*AoOJuYSkOVGU zUGtP5WRr|l?u|`7jy8Vt$%+8}ENfLNiAi&Hpnz1DLo;r)cKaCwKI3_)k7?%_h+25?kze`N4rXRREaF%D%*;W|NMU zvwWW78@Ti$xQR-EHNV#anZ$jW3TRLt_g@YE?~js?@ah6;2C5w_~WM3$aAw1In zdS>%Qi^6A%u}InXi%CyH!ejt_zebsYP5m#Ns>w6-F>F#$D(^c_8m^AnNo~@18s~NO zB9Z>VM{LVo?Eu|0i;ka#z6?xoKO_t-QtSb+ZOAXd;=Sy?kUPyAH+Rk(#l-!36jz;% zCCfM6U{iX>u-^WE@U$znq$Wrr90;3eK_6YS<&eRvAT5LgVNC$gkjo#fBM}l-kVyK< zvNoht>PJ^{mJ;tg72n?=9UA#d3U*;p5;RW?PjgSVd+?@qrx;mV54SyMMs7^?u9pXK zZrUTk(J`>0#d>#|LoG&F)$*@=aM(e1bAapZK9}L>BepZK?y{vV`S+tVsHM1VgL)z2t2YResy(tzyk#)x8U->o8Be+;%uh0`9Rv{Rzd}Z zteG+l{cQg%=009SZpIz2>_9ktb^Vr#xFeRDMl5#&D7lkz@(G-OO-GQVG3inC8{A5S z4r!fpzLt9?FwMDd>@|d?Z~zCwUI~|hEkMPl!6O=Ciq_^|&Y##G<`>YfKz`8yECg!P zEtz@`6co^-9U}99>j#JF^H9%rx5$)$*uPq1ATnRR6o*2f#4pm9%cT8krxDlYN zrU655;3n#=~0bIQ$-mi*R$b^Zb_d(dOd6Zp3hhkv&Ee#>t4@>KYFpCq6+52=DWLy z%3xb{lH+H*sO)*&`qVxSB0yTX{Cl=5fNuf8MG$d%j(v!1ZVLe!7dyP+?m-m7`a#rh z{OcF4S-fr&`qG2(>5jpZSo~*sm#qXuz+r~J0JK*7A{aTh6<5$C_Mh$N2z7w)7u*2I z3*YQHVW3Hw7O5MCly({_EOH&K2o+qHJ98wdb!ZYld!-r*zYKU$zcieGvfH#8G-NC! zY8gv@nMf-DZovod*DEX-&Uk-w<}Pgs)h&+EwPC@sJ^`>XU{*E3EDwz38BA`&7wS#K zI+R!|YIsX}Z!=o}OdGoUsFd>@X3Jtc}R=DOgwy8*EULR zj>eeI)zu|6vahe#xj76jW>#lvf>_S)o?LXFXMZ9tt_!IM5en@b&EYVqy#&!eC598- z4h3xQ0N+X8n$Xh&3){_DYr*b4xBjL^06*Vvw06 zA*V;oQkfL-lK0)VgyoF^&u%K8#wAzk8D<>;OQ9#DZtyZ#r%1)Al#%%C~~6(==sT6s|f`R4EA6G01hl3YKoZ8Y~?DS{kgdIckmy> z5nT$9D80{GIkSE_aY24a?hiGIJUf!k4HrV1#IDcOPtiQnQaC8jHk8cvO_e4Dc$3>u z>YF{`q@wVw(aj1Eq zDb0BByy~xmK#m&?DCRR_3tt&TX>v6Z4hhlKiW3P0hFHQyC^@!g{?VFjTSz6Z{3WsY z2MBAvBVvgHf8wri?x`<&TCeK#kHn-PlmlxCn*Usyobj0~I(7)wmV6TCGeCb4?lGg3 zfmMm~A_)lT0)iy|g{l2w1A>Y%RHZ^gW7@@Y{P^(A{6f!4j#huU=9%iq#WepX>X%1Y zrCUz9T0sGDA z`vAA?WX;3O%LI?TUWSgIk2ID((lp=et|1_yw?;&j-(w7y+)jnIQt9&i3~F8;0cSB^ zUX`vXG{HiK1@RMfD>pf>*zCdfukHk1y=7aT2kYOonrC>^V`y7RCz)rsg(}8ok}I85 z8Smz+)dJwwmo3gGr_kZd)^z^u7suE0#i)m{X4s(|%-+3RBdL-55C%)VforYXV%h!W zQh0~L`5r|V4nv5^2~6e;kyE(NvI^~rRIL{`*4Z9g%rd?DN$dBR&Dyq;SnR_`$dfvG zX0|iI-swF}>lXs;(=8X=Cr$zDtzNoU8(pMw8P^kf-WT|v`q(^w6o8NWtd!ohFUW=# z>w9fZI;{0F1PH*~8A{m;g{ngYE|Mw?gUFpxISZ7qQ|&968~4Ljq;#;p_fb5VrP@0jc6Geop`l|( zr&)Q}vWzP5vl{Wsv+(@k6*4GBg0A4*)^sZ-ja0a2zc9EN^*$L@=;sjdF2jMs7qBVR zzV!s`e6zb6&N&=6|Mlk6=k~@&`hrbRlJmqWvw-_tvtQc~9&YIT$cDaceQw*u6$t4e8hJlkrAY5r~UBmg%H*V*z4ADYO*Ih{`T4|zqsdXK`Js2z0d)rB9xHFRdj+C=t z7&X;CBZHjs#^CElj9iD${aVV~;VBpm7KmEcZ8KiIyP=&NT%VrOz>>;#9FYie>x(Og zy6^Ww>>3Yh4PlT=>_RnCzSwzG)3W2Duml48rn@-5jVay={BB)6s9htNd%^Ki$gqC1 zOIfHMN%H`5IG+Wn(_n!jEx$aswBt8PfZqcnEn zPeS=(@xAy}pQiIiE)ef#+);qS3kA1O(q!&QDjx&`<71H+($y2;ztyOaKoXP-;twciKy#?lA9($smy zYPWA&i^Y)U@WG5+lo=PO)h=cy>il=DGob)_M@?-$Jpui*)gW?Q=UJ!i@5o{5h#z15 zr$Sn;%ZW+o?z7K*QWb+!dlj6wLg8QFX1o`oMWUVBWrwo4Njbv;!dU zB3<}(D`*OXt?5dPh|^5|>(7S$Xnzy=fa+-ZnXtW%S3qHZ5h>>7lB1HA>uNwx$}OeH z)`{WxCuACvyc9=3^sU&x-GJafwBl$N=4~6jz8*x*o8(-xfwQ&N3aqK!WZ^n-5?%kD zP#s<@y%PH8(uNehn~H7<(%NNj4;km%gStT5U5eyEaLyg3kbuUUfO&8JQ27WW117@J zd)Rmzw3mx6lqpA$=5pA156ydAM4Z*0r(?u`9G-Sc%*(Y}0Xyt@FH4K0Zr7MOvi*L3>`5prZJ#XX5X5j0q3*^;6i3~@%>pQ8bcuhCT&RixN zKuiZ-i#>MZZ_QFB1V|bFZzYZALd0!VZS^--4IELkjGNSfw(VMf%r|{(sp*{=LknoV zg`$?UuHLLx97lDs3FV!(7ipgjMiwN|DGh~QdmcSAr++`VhhAl20WX#Cc$sidbfbkKr^8Ea!H3CIS8AQq;}Rl z^=P#QM3z9>tV_giW8n%&cXXgE!My8X-yX6^Fm?V!MMS}hvrd+X&HY>|i;wyqHg8i8 z2<*AEs_7cPd3}zV`ZYNlkRR)*Q2!-Awu?1yD-|nPw@6R?#{1gd@+6IZU{{&-UY_f` z5+F#X)>1w!te-g0(lD>taUozM_4V$~6b}Y@uK>$z{(NuZlf|3|no8Sukq2mq zDjZKAJj78Ekr%_IWqzG^pdr$pL%@D7pHT9_{cp4qw32y*@wL(+x1ix4$wD4Ow|afU z`jD0?hvBIo13zujE(eB&#GHhiaX=;g(6P(c#8hb3J7OftAlgK{N~+!aj1DbpeN3i5 ztApC=En^Fw+8geRSy4iKvR?Gp>G;spMK*~x*K@uSAv9|1J##U&cO`%8jU=$jB@irq=)~u zfA$1QdI`NP(5f&}-K$%Ek?c4ez)r%d^iwd2&C`X9`t2?1uLhS{>!J^1xDCP*SOz@~ zo0&QjnDy{1H0RGRK$5M~4~J7Jggp9g!DAaT1rDq2iYo&tUMIcX1^1LjgTtn|!yAD< zv1M;HESDcG$$*T8t_#-)yy52}5 z?iDIy;xkK6`4saV$FcwX=Zk717Hs|L4?^(C@WTVzb1?T`Er5S-AGDz=_K4QHZ6eK8 zmI(fFGsU>&%c=goeYCD@&j%CCq!fH5v~||J`{!y!foT8HhB8JDP5VDS5c(whxBqA( z{*LhpFtAjP=#QVpsj|vQ^F}*Rt%|h!`XhoLqg+77+6b9S!-qVE-9#t!jrR)eWBTKL z!qAR-aA^k1TA>*7cf6()ZvvAAuf;jf9Z{J+dX7gpDSV85Na{)Rz>GUOxQDniEcIlQ z4au|MdM7tZfo61xs{n;7tt=q0ieE|vfwf>(RS(teET45kY|3i%k}9|2Jui#De!=|s zqWqz7b99{H&DnwRm!fx)_wqJ52Lmxl2NLy%o}2b3a7dAP=jFD#F(D1%%#4*t7e$aJ zRQcR*NGenw6MU{hvWaL(;?|I;Jk@giYk*Du;5AWek?eLMe}5pVwezE{ z{e(ds6Gep-UXGH_6UjKmKO+SWxnk)ReHgKfw+7N}v4qabiK0(7GRM7%)xhr{qc6Sh z>n#P>_#7ODM>NbO?WqAw>`TGfMsEYt#JaDwoQBv7hs1T44H21RFy@NlBV z%bh09S4|Ozx5L|M0YZF3Ca^$MFz4FHW2>OXF`rLBP<4|+asK8DlI{TF7}w4F+ZL$u zJz>Iqf&Snukiat%$I$e4>)_t4#eaZP78{J;ljROV-sm8CK|u&NT#a|_3D!9IS0xGc?nm%my; z43EO#booi-2EAHuGFsUtHnUa@pG(=;3%Fn>@<<_zNZf703oP zP9+4pMxPhS8JJ07Z;4bQL!ZKQL_6G=xzetoZyMegTkygdrZW%b>r&S`i;r99b-m8H zx021>WrZ@F5zLK+KLm2xPMDuVg`zKp&v;ljg~rlS-HH#Sa=yMl9X7k;zH22m>n!k6 z^yQRiV$rs#G;NFPrSJxGTa2`M-W)S*?HETsA1@q6Dj`s~4ZbM3M-}NOTDX+Wp1mWkkliPYi8ew49NR#G>$?{ZSqo%b{z(GgVG^v@90V! zp`qYm(UM8?9$mgO$b2xwWSoe6GdYzh5PjGq6?TL5^1iMZ7f!D;?ql|51Yge9gFsAj zWM9W*RD=Na2DJiLdhViCPfV^f6=(bb^#Of$%0y;zTg5;gY_|EF@sm;Mqz1yr1f_RB z1*+^I{1zmXPg2yRD9|F-+Zgl4H1$ut5K?(;V>TLJ*F29cl>c~?R`0l36_2a85if+Y zA8%Q^_7w8vO`}BE>56ze%_sq{TI0tXxrr_>^mY|*48}L-9|1DTPvF3drII(TQ)Flg zb@&g{EP%80++`A`GLH=3aEf}=X}5URYd4xjFy6!DhnmWrzWTHo|K;Wb8*ubMBxoQK z1dYBQgF-Ln+5Irf^;$cUjBnsuy#WtW#B7Z<1FNboZGmJc0jo`9XMonl`YfAehxX{Q zZ+}(oI(1(%r&&r@9rvSpRW($!l(qq+>v$S-#d@2F&AO35PS?JRY2P@~paw#4eV*x!<@X>Kf7Vps>%q z%N6kvlp}XwSD=5>Oy|Hco?pn!b>-~Myq{@e0D5;Wa zytSI8ujxGbk+zI1@Te}I)aS$AKSW`d$HiX^8E9^0AK#5VfKY zBBNR}y>)H9UqfHKU$ZbVc)lMcgKFYVe!XI4PrF=+vvv#OG#nlk3}q>$j$J8ks<~K z%j*PPu%^)Qd<96?o$!%{e!#F96#HUYg8CNFFwN0RLkxN3t;o=0Np^P}p)C3>?Iqt9 z3NLaW3dZ@LzB|@ux0zft-hEX-bIj<$JWs$jVt+6`g;LA zwYEBgbxBfWFoK_yjsqMq@sr~HRS;61FE9ENSf$>)OBz>X3Umv6TX2s9i6HHr*Q#l` z+j~KT3y-6p0(ZwouOcUZD29PT+lI{Jh9j@T-E!{=Tgh!_Le2#Qs&%gw4TE6!-N8N- z5ryy8ce z-PH-T!t+CNiog$EN8VGT;q#A}c&6$wRiYiZC2zzjCf(liMt9cu+?fDMNH8Y zI(lv&C0&eHT9=bsPj!j3ky;>`mZ_2iFqiS!scG`))WR-umMsD(uLL*8B;ib3Ih z3Ax;=TLyD>Q#dj&ai~yO#Y2wE?ilE?<0aOyS=e@gb@uis?yDI6*+EQ>r$e|Za=pI= zRm=f3E6xK&d^PF(&n<|r?j_=2N>sl2{vfB#(g?ly{iI74`U+l-uXJtLR}lhU1^Fj{ zF~L&*$4mwz6ovq{?bWjHGatENWa?R<7nKz*4!~UQ2`E2sKpPdIotM<5LQkVFh?dp# zLiu!$^$AI^Nn`Ls3E%PW1gg7ZY`R~SNqT4*f4iq}1AQk%h7(IdV8E>V)gg*otNz`C zlViFp`x+s!+vFR54DU;ty=qd=aw?nbj_2~;&;UL5h*8XCd1A92WeeW*q@#=lsS$@q zu_Q%y*fRo~K>`N?!+w}ApH+qUpr?2>Z9;nsGw`y*)=qa}H~aR$cIAwAu>x0K+~6p+dL zmuR2jBV}(Vao9&Ba6OvA5S0$8GVCD!;#_+4K|ltTq7{0>venC3{596eJiN~rv&E%Oj~OT>=kzO0 zWKO@wDv2h&w@UCYl+R!$DPCs2p&$F!y*X_En#o{6NaY!NKg;ceF36Sxf7PFih9iGfdqdYRFI{bRq zow_x$H2rWuxy@{i@rj@_%~@YR+xnFUWtBGsxs>7#!?BOCFzIGR335}1^Z9E8aD<9% z{4?TYaHOvU`iq;v(Q-HMFA+$?GUdiMKRAbzt}U3-$IM~N{tvt7zBTo!T%SA`nWB;Z zoWNp$=aZOWnj{(aC`B>-C%1hIU*G8AcwOdfjYr{(Bi$JN3di(^GuCnS&l=>Z49lpH z*{YW3LF8}0e)et(pBSA|uXGlSo>ca5+X55q1C^p%clshb+>srCkkOuipS9S~~P zJJPANjFn64vX*Dn%48BO5Ua^ghJw!Q0p)sK(_kR7osNV3Yw) z>XU~h2HHk1r+O!?HTny_>)1zpoCu=up22WG=eC5ci24l%JRU=OHStkL7iO6edM201 zY8mJkh~MuA_3>rv_xNaCFbpf08L&VQ{o$o$-ZhqoJlBe3X8-lAID?QcN{v0G_s)|f z#N>hw@e@86lYxRa`u@e+?#(*O*Fy;j7ndH#bmRHf=Dn0rjW~)zlV3U)Gk&6T;(EzU zIrw#@OyGP%XnaU&#dhv7+BDLbXv2=jN|fSOjq45hOqLqeQWwQ$uVVv$Nuwd z=it$^pObP^l=rFSqBXxttAt3t&A@(6K`c+dp>RDWfIudRxaMkX@v9VAEjEtvd2*+WDQ5eh&yI^Ke7Kk= zkckwew#9r$ZE2!q1C_$bld!R*mqU%Zy4ikQF=9xp$-46Z487f~#0vUK>n|m?tQhfL zuxbI_E#U}6RM&geq1^WAm@OF=66n}4o1RApxZUt9MB8$wFJ#K$0vx*As5y2Q9yj%a zW8CjzMVEcNNyL|v^}i8zR$*<#UAKo62@VAc#a&8q*Wm8fBE<{ATBKNUr?|AZ7B5hs z1S=9;3Ir|gPH}=ua`K+_ry!oXOWC z8ka8qVNrgo=ft^$;b$#q5h{<@snrZ1u=?mo#KZ}mU_hT+<=(O%v6umz*X@!mHZz)W)*p}8eLpej{IGpP@mq;M9~yK0`-y=mm#>X==qwCG5!gNUAK;;#Ndp*7p3MGX@Ar!E6{+0h z6W?R>$k<~hZWTP1x1n}jj-r+#Vui}{KprRzew2{^;9#4&S^`l$xmygw0h;YXhYF)l zOT;=mP#CnKzWeMxc}}{!tsfTGy&B$?r9@pwfXZAPy257U;DFw4#*Jn<^z4dSao8d8 zrH0dKX^B0#-q@s7ZkDQ!@nslwj<#c1o6KsPVaG6tQD?`_g;T_*(R*3zM{s}N>d%?M zC`;Z`Sah4k&pDP>XxCyOBSR+~0Pzw?34P>n%f}3L4v$KZm;1Sn_XmqkR7>op)num@ zD%olwGLQ`yAIrNDAP#cxxXgngr{)cBZ3khpRdmGYPcH>K`BdlwAz-sL zl#D?PwA~{13ql^=vKL_CQ=;X+xm2D1GoCNFwCuKWC4iv!-_!%TfAr=H$0iaXk_K95 z3h;w#4}pCn*3v;cf8QwPq+u=uT|jwU_F&I=#gQdzG{#si50xZKKLaKEO7sAe0BULh z7_sxpZ($LY&-Q9i9L=In`}1-WTv+*5l$hO;hmXR(9;zp2WcZ@H#*f8_n+)Lj9+tqbw)@^E=>yvI-G7)6^I0R)ixLo^K_AviO#sOHhMB%Z+}EE*gM|r~1}i>S4J7Rp91-yFPqaE4S=i#@wCgC5*1DI@h-w)(1N% zOy9Xfd>Gb9!C|ul^uZaMc?f|4^9e-->%G5kENOxI3m+sAS+!8mk9S5!B1wwHk`=7= zr>74$8J0om!b|i>!aNKCK4s-hIE?G1+Ah|x!Muw@_^JJY4G=P|rhTseSA9KHt2 z%?UVsKhY>MLH*@v;YooyElg#_QelPY;-3X+U4wlf=apjw(ZhWmo}bug%xGwxJy7T? zn^rc9R1sfFw$H&WZ-i}9V)gWyH3#0$Enn zz42Brymc>M)G|<5I{ZTs70 z0p1T8h)^RPTiQ3<;Y^7HI7qfvh-)XPZoa3Fd5OyuPFjSTCCwuYbj1G}w*C0c>Aq_s zX46RuXjivkTQ_SWktzabe)~96QQvy|9Z!oVbE8oAH&WxNC^TsdSIqLvp-51v%O50E z{}M!|GJCi#CWVPyX2}B7ET$Bzd?8Lkt65rhHEjfQ+L}VXPPQaYNLaEg_GA&4#J@1W z`wGv)4~jWJi-3k*(+Qu~6c2o+^_*nQ$Rtf1|Jd1=OP!FA9@*6`U5-oX{A6*&UZw~f z|J;a=5sIHC?dL|d$ubqH=rh(D3CMzF0f$gK!c)r~95h-HaaeR~&0*e36l)rfSU5nq=~yazi!vtkb$~ zcjytJebOJVY0~B-D|PXxMg{qA7LW;(wGbSC3`o|V72J9#xjTw#>-GG4y4k1#5eNgn z`>{8Bnk47tcbvF@pIVJ|iSt*f&ak&|{#gzAjL4^_Ijn^%{XwSy1pHFg3mjR1BSmIs ziAwymf$h8m>lpOrJa!V>CO(#b0XRJc^KCqvCd%>ZGbsU+2$DEs=$uq2{2GOpcWFee z1)fS9B3@P>J|37zdUI9T9Z>fM<$*axaaDk@3zuZY9<`bCVg*6g<+$FOTnM; z!4-dFy>()H)jo=V{)6%#37EItA2#)ko=6iK9zg-bl#^Io*PY8kwVj!O&uNc&$6L*} zZclm7Tpy0aJ%J*D#3uvPhnc(#+YYxQS%UpX7;sQ`8SXJ+anbJ26MBZt37!8a|8B!L zsCVE*w_&&ZZ5%f6KC0cL2^x_a_4OB8#AIRzJ zPA0Thu2m34(5GjA_iHERDwrPwwjlUR&JC)(${c_#!*NQI{p&}h0nHW0+y-B5G5xJj zmQkCxtN3KsXG;|Fa-q%PrY{F3A5XnXVqoXg?I{qc@9e(;$P56GiqXF~ z@5AXSR!;C>OKwT`3?#I#N-mB%Q=!)uX@yTgMroY?V2D>|Tuc)=(^?Mr2GeYzWQ+cW zmbAmq@KGUit6>Ax-v}riCP{hfpsu(1nbsL7Du4Q}!BK4>q6#aTDK#|9F$|wFjnQAu8{m;;EO&8rjSHc1N__d&^ zxhr-wGM%Y#4A4>UeBIcJpyu0Ggxu#skxwij8k?zP)Rp)iCur2fbKGLW37v~x!Y)jg zlYDEMx=WuPWU?9Ra-v>PD!n%vkCo>Q{#FPnBAgtlv8A)7vH?_;|L^A{*=_xFt1AdB zRx8ULu0wLeHHc}$J@hKiD!aUsn=0XMU%*X4=X zc|*Cc*HAfNBn&8N8l`Aa{i&UoQzDb`&Um5y_IU(3dLLy#?&=Db>07sQ`D9_6ZLsHj zksombF=W`E3*%WqzbutW&EvDkG7tHDp)r z=S9vijfcLJblI;63Xg^91i;#hLAM-*35E6`6I?l16k5_jH96+`BTNolz9~R1kRm()XRt0R9rl|JwX4X>-cg zwMSr-@kz9h)*Bf}r1}7-^%H^^4q|(|a}$|_?E>#_qRVLeb1JMJyivmfG+I%nsA3|H zm||CZT>Zb3Y+{icC2w#Ri^#U;nb)k5(`BNKpP**v9gu>-MQ3@{gSK&*2O8IiT@LW} za2|zggf5rAH~I!Yoa<)=(`75afZY&v84bqGr$uT!2C3HH$^>8b!rAWji0yU?U02aI zcR#lXoi#YhukAq@y2HKN*Ta6*m9~+n3R(d+Enc2x>!?GKh_*^}sHfo#MDo&?t<+bl-Dz@;avVNOq4LIs{2tsmY z8m6VquK=K|@>?|AMbi2#qsv*B7qYaXLo(a`1B8I<3>ajnse8@oy`J6|?{zN^3k&}w zza#=(==NR0rr&z{ak4xVuxsJw4v9OTA?B@PznD`g?~mn7m!Q#3aDMIf7Kc6k zXSee1{na6Q9zmJ^z$Tz?a|!`^Kr~YP(0;bMV$Y9(8qh6xWnAIX1_{fmYE3JZj9+DD zq&gv^-KcQ)=$F(DY}NugR9BJAMdDgT4W|Q1NVKgdZAT=t)bQ35&t{bH9>rbv`OU>h zZMFt)hhpr*s>bM61C;3%Yn3mXv;<$3$BiF<;6 zK+d1(qnqN{R>7LjEi5^yzwR%IERkd82@io{QH&ZvUw8onF!EBVx7C_?81*vaSy6bZ zn%+Ma?y@?QVU2|kl#3<1&I2hly1jW1HMO!nwe>?%0#5w)aGp?0Yze96SHg%$;|897 z>Xp=A8vyy~G5Y>oAf}QP{DDrm13!PdH=fm)Uj5jO-1FxghICf_*p7N6 z`fjnOYfHl>%PHx0;@=kpsJGdT2}8s2Xr@@>$Zs_OVTexOx67uWB002hRf&& zS@=*kLKArJG#AzNajRvRm&J(+m*XVF<}{>w7Xcj;q8bZJ z!$ssgGk}oC69)J(L{!hm%e~{cd_!GRjoXMK$n*X%V1&l)$ZLHmWB}opY2{&!_5Kb^ z?{QyLbnt&VAHQv03&PX-%axMPNj36uYbH!=g2Dj%6w3A9B4j=9I(oV_Z{Ch0`YKXH z6}|_81%we`Iw`)Q%bqB5#Ez~0H(SHb#((YbRD5Q>^dS=Ec)HA8VbP_Ak(NHW{AdB1 zk>Ctm(fSC<6}S~UH=AcW=or|=+)?7*t^I}ZD zjPdOkbYEbarO6y!e}p1Fw^^8KPTqm8;Eoe?AVL!o431`MwintdhS`vfT>_nNE!Rwg zL6lfmab(deCN8FVruf`qD;DOAzDsK!ATimPa?K zmFBGileV6_k_JWcm>cR!w^AKlUrH~BcrStlAod^Ij*SOpsy6T|tR9bDAJahN(#YHi zdJy5EvsHn~t59rLR)gO36Ibv=J~?~qp`kwM5NhOBh(YF`p~>-(=8ZhP)xB1o$xLQ@ksS26#UN&uF{$>4=BId{qRBO4F-DTFUO5TQYu)-=dAp?2X)Hw4b3_* zi5anuMa2N~#;37tVL{iWN$;|-=*t|veGUHvH?pt`Mboo6uApHiBEpSz0ufWd=FOai5SG*8dM{35_3M5r^%WSYX<`M=(TV%XDH#j zX4$MF#+(c#Q$$H6-UBLJv>!u3{ePdpce3`MCGL&f6uodFj%S9p2C0j@yMmnRZTjD0 z)N2}4*}DeB&k8zpy;c!<;L^QVRv>A^ppIb|4B{OX$ETG6_zH}fPr5~^B^2i3O2T*G zht=lI%+@{Fq;B=3!sTb73t9A;jXhDvkqCSs?gv1Dcd^@pw<{l;Y2k}*pZB`n@LesN z?;(1)j;j&L1J|F$o@a>y*;MIpk2E{4|5SOf7dy@^JTTPAyL{PNaUbDxRXAZ|&=%1;jZ>Lv1Svf-~K?^~eO(Z6IPyY*i+ z*hPLzx()px>N07tL8EF)MU*F5TGP_KR?)^|HwIU3J{~DLYFkpp`eOYS(dg4OZIDxl zNJ}YWgbEp=B=0HAjY7z>^6w}Rvpd(>WU@AlptJO?C-@;iV3x)e3JYFJRMU^Ho9j&m zHi7Qm?x(*pQs-HJO*BpA9%?9YFC?i;3-J005~`ghruI}{%eHEz`{b&=)O2hGYKr1~ zTUZFuc*9hgiHsq|y?ER{UTVsj9_Qfs#I?zy6`WhbNZX^EhUkz@%g;emipxK$bFLEo zuxzFNjWfKFE+>2fK|ZaIZm2TvM#mou*sF*VbU&Ogt4yB!mA-&re~&BX&|?hRgZ^dO zrTNvk`{gCBu_yD#*$m5WAyvX{yY-7Ux2ICq0E;k6G8`vc>Ffb<0(dq&>BB*4DbxP@ zQT?+5z;mfO&JcnZ7Tc-~oG!>E+tu#u05^h$1*E#UNM?;T$tYt#I-Mf(Mee`vi^qtVECjZzA(nl5)r@JAEs z_%LB(Io7?J*d!AH!p<**$~kYh+ZxgvN^2q21&$&g`dBN(O8Yz4ad61n5eqjTrCkOB z6UW4+EW_|_F74EE5mhZ>7uLA~41pgYlSk>-iGvA+fBRlsSi<|?^jU18U{Fo>c%Sq_ zPMV*gxC0u`=uu$X`Bm6K+K>5LoV>`*GPbb{6S`R}BFXYnC<*)9KUUJEGK4s@`NG?hP3w;6w8AwF2lDW5($=2*m!A~Fn_x&{LRTzp+cZ0-?B(gg%-y^2U;#!V;e+|@}g5Hr}ko_r(H2nYEbQTKWV5HCi{J&F&-4I}|U;8=r z{K!(884BR|bsYW6=QoL?Z^v*P5%jVDrk;=J;1$j0^Df~dX2h_?7IRL!!YBUH0%zJSHBdrnF2klBD~hb} zih~C;X<{wAV`IRHYh$`v)daC~jOdePFu8L?kUSz5EAO>8bTL{r!PKBwjcE(=4T`0L zQ;v9E0eWO0;^Tas-u@Q40jXAAB@QkF_*qWkVZtKen%M(p2dj;6Ze>3$? zUi-xBRZsq0O2c~Z>f%oZUcALo8OG13sI^Bwygu#QZ6Xj^K=$5)Nn`Lt;as1wz(e5c zqxJ$E^ah6G_>1iFZ?RdY0ZKmV;HF#&luf|?@{mnr+V??Q z>QNy<>)^H*+Mo9CxsLm{Qsa0-wf5rrP8y_X87a?zOXK`csBPdH${cnLZjwb$%Rh`X z;E0x+66AZ%?t2w(#_Wko47qbwVi$+;l<8mdRn(3yk(EU{MefqHA})?Z8G!z^poe}7 zs=Y=_Ote|#})x-gWj!5&2?=n+|WtWAdf4fNv1|IErVTM zGqL*}Unyu0e(j2Eu+LK$HU+kDS4noq11ea&g2i>Ayr=ULh zGQ0Q8G-!m0po8*t7NWhilXqFWN1o#;H*4=R-r(}A;~z{LDi?H0VJ4#|Ja8JX<0C*o z|E+Lq(OjN(2A%I06X)YTD>Vt$OSi?G^1+Y{lG-6`EmXv z4uP2PSPWva@m)%H-JKo>)o;<}7*p4;BC!OOF8o!&=jd<^GBN1<+GI1E@KNTbV_qt& zhI(TFB8gs5iEd6y(>SgfW@{T-&BK8#6#|gn$&-ZHiY*7EmCo33_97?;nVn_vEvNYYJ?n} z!Mjd83`Ywo<3%NDVmjy3$>O#N8X0_%+!5J^_e7WFvg-lP#mX0qlf@21G-{n#;PBsg z7I9KcAvr{h94H1m#qVy%NLL4_x$P^pWD64O8RuV89%|RLKjVHvhe+s%-;v3lm_6jk z_nI_T)kHNow-TT=&u@^0!WU3x8cnCId`$n|63atn)Ttu&C$2bmTSF&&) z7xmhzVZz-dPNLG^iYm-%r&Zn82a>k&mt{cgh@dN{rBZD1vPBq zg5~KBz86a@$-$5jH(Ao(Pho-K-&(t1SL2VS=-)~vmPW&SS``_$e(m)b7>f7sZ`rqa z=3CF^u8lsksryv<0LSnw)(K2Un%p_3hWNN>%7Xju1{V`X+&A6W*(NM>!5}6J>%1uN z=I|piHQj3r?vEw+NMUj`C4JR?`}*neflB4DYOclf9{NraEGAlTRU6l67O)*_X%75s+`HwBMrn=!30!GP<8{KNCE zjweE)Cx(_n=gIG-ey1z-6&@nh*cx5DiR47sJu=AJ$X!k?`fU&o^e)~zmY>(S8>724 z!#J70?_552Q|exXF^+xR*DiRu^S({^J@J5@n>uaRf!CrwO23qr) zwSUQ@F!asv~;A^LVjI4+P58< z67tEOq06lf5g(oYqmh}~{B3K-9q&+Rh*w!_(w8)uuU9&AmZ|Jdv6)GEjJ{I4`^Akh zc4vmYE$63rPplf9-|jWC*5xFp13zD-;}N{?WobgtCnOABw|q^YsC!<2jf_1t9^#~0 zs9Vu^s6jhnJwp!x$KmFhM3#;)ER$jJV>!s>c4Y;WcD1r&z|;$WNz7Nbs6@H zzu#dTKNVOVULSb^(x_soeL3+#H&R?jc)~6MTf1)5bp`;O)n=ykh~a@JGdB=^uAkt_w6nK2N_9D2YM{piZ+majIet=co0P`(JZu{ zPfSqk6^CW8$=@c>{0Hh}CskIbGiCF#pI*NWW3mQ|C4KyGi|{KS?kd_!!G)oc zXu@?M1mj-Hr+(xhz2vA|s|W5A9*h_7p#U2%Vwc&b^UgaZ>w3Ykl_B2#d5r8LQIKJ+ zJ9#2Ih~981eKSq_z&R&V*^{uHERGLuO9h*mSq3nE_5;7_R3ULHe*Vrz!-NT)Q_aJgqU+p|jyl?#<&Kvk^}X9P^XrkVgWArE z*st`sIYsaJc@M}U?={=Vo9x+x#gsf+?R8@Y9*u=6&k_F5EfQ_7HUZvCG0~XaqES;K z2TxOj#n#4KQkj4EL4{Die>jUY<9zg5SuVI;@fdo(tlY0|AmZ6N2INBH_2lI*U&+Qu zpfx!wI23_JLgkg3g3)jN+&(N7SR0X>sW#L6Ir9)83!8}X{^N-WF21C&J_*K>8P7#T z0y~VXG>xYR;PAI;2S=5$zq$sTkE;{jmD1BAX>Oc+?gB1H7=P`)4TZ1nLiuz!E>av( zRslT!(}K+Z0A2Lj`7EaCB|2{)s@6c2HKFJ@Ea88c7Wo7g9tx#^2p0%;!9SM=#|-}$ zA_`^QU#ASg>#$4-T3edTXQ6kbeC+N9D>=GS&wAF6%M6F7?BOr`Hx7pR96q78+w}x} zMEATUQOWErlFny8E%Lx&J2ZYtRlwWR7jiMU=oUpxb8Ldu{aRG4hpr*8iS+Oje|A24 z;0KpWV*iI1KbW;uh9bfHUu)~d_o2bQcZb>QpYTP8$!hO?R{k!w3tqdn&U+H_T#sUL zZ|Bq%sXXknQ*Z)85iD<_LM=LuBr~6QO((@18MTQ`s{^LqeTmzD(OdHDA^7~cGj^7r zQ}kLBsCTB?>)9-H6XkG8N*UpT(*=p~s08-LM_qHRK?C;ONp-mdz(ZE>vu8wq?%`~Z zCP$vWU6Xsr#wgxd4AK^ui$^9#QiMO>N@u-j-4JpxL%i34SqTfOfWL!$V-rSuO>ycz zz3^RB&`p1r%|+Sc$vLjkNGO+e9MBFTq=NBnC`q(SZo(u#s7y*jgNa~XF}W4`s7JAK z710^&xEA#4KIxL8cjk@v;pd6f-9)>D4kBWESK`!P$u zRFOJw>s%=QhRbd93%f$1*ds8F0-iwO5zFmsRTE&s8t(%Z>m}(woG2@wl{ysF$AIne zbGfAh{pJBuEXZ+eqMYTR@-s7B#srkw*6)3AS{qI@%xZeCS;`!A_?o7dN*{!FCY7_b z*H(we(UQR+N4=NEQ}pqU*h3oMFV~>3i^#9y(X)=HP^ldQXHl%+lc@}<&2CS9F)yt^ zW4hY?I|Sg5^Bm$Xa{viI_3(bI+;#p@VvzQ5FLcc7=Pcl@fGNkj{|pG!O|5S5-NAm? zhXC9oR@I4tyOQaP|1|R7AYCUfHzzI#XEDj>Su$Q-QzkCoR22gqC5x~As8nupVReZ8|O``b5@dNP74a#=^nfoQBhzhu?b z;1M{`(C^&57Ovb@iL%F5`mT#$*Q2Pz?7Kpq!mmy%B219N#hF7Awkx@o~2Hb~V6e|(G(8UYp5mBk0t+8rKLZfgkyzc8a+ot6ucV2{i89Du=qmr3b zNBx?~4U6ZRH7=hZ;ciT9R+|*?ePdLg4v8~e?(=c__~3)S@}jTwVg*lO?c}GYNn-mC zGEuHZ`rG^$&&k*@FH18F+!z=KkZ1E^5wD0Xs`B(pRYIqytC|17@aT2`a>nXzT)553nQueU!K-UNY>XxkGtIf za9(#H)N?SLnOeRNJ2skVzVe@SVQyq!3p9%SJTla{+mB+4k=wy@FS03VZ zWn^tcnFMcsz*B-~1X2liI$)Ruz0fVmwDi+^^$cN!Xn-=rFNJuW>D0HI{m#>5C-%Ga z&n)ijW@16Q0OadwpO8<#3NhZYiG1*GA)v-pS6Zj(+E@A>VZlewChS2^L)Ldd*(#KL zn)tj$h?q^dL}sx|a}u#9jU9l*r;_T+HHUEUbVU%qY&mV+qw{u1KAAJplx9 z<=5cqpEJg>t{A1=Es%n7IV9%63kZQaE(F$YM4KT$hx4E$WKZu}z+CJub^f)A^)``T zAc_OxAR!Sm7@=#SF~P78!f9Z=)lzWqyM;sqQl_i96EX~`{m(gLp+ts_20%Cu*Zr!e z5<}z0TdOVK=F(kP>4@n3rD8%&9oz#Gix1Zt{5TfDy906i&kx8ybnnf2kio}~sB%am zh7|O_EjSL%yaRy)yPLMb;hB#*Wo)>bwt7>>`cupK$a8r}l~r68{h)ELII5YdpHE%} z=%i6`EIp&rA`{cl26C`SY%oc3g@g~VC-&`ydK1z{0?FJiuusIm@%m}(#)j)6)s`Qd zHlF1yS`Y4l=o}9UF@z#J8;ivVvu4~ZqP}xb2Q1G&C#KR3Cs~ZyTYr0*)9r4*d+s6X zByHdmdmUAo;0$#Y2-o;qrk3lqhZ*xpU$FKw%H)rFJcjvEo-Q~ZO36Hn&M?;ld(2x$ zYj{Co?!OyF6B*f%5m*Avg?S5^E;or#(vUc|6AyPtl;;N;R%73KC9WP=oPxDOh^%{X zV%+Axzs*!Io$nn&+(p{fWCdkaI@BI*2=>$&SF_XhfexBq4(d!!A@ZaMaJ zvlcy--U&ir%jfuP_I>dPb;$VnZU;bC6Wu`>CqJuc?sQ!$4!9Lgan0>TA8QI}~C1O-%fdd}VNiW^{@+`a2`o`Fs z4a>zM?!}n9BZF|RUn`wZm=g2f-Gj71{dO^JpsdpU??a>BgS>#}mgMRwp&V)LbJ8iMu-VJs0qJQsq>wQG!{f#`$H{yimF zAdKja4QH`(eOuhd9IEs1=VvoO6hmL2DT`dyzS#tnTBi!~)@_UqsRE58K839V+#pGR zZYKvZvfI(=oOPZ9upU)8_1}UDpXj0JRuV+MIYJ+8*y4L5-`{4~^kyZ+c>RFI9pxWSPH3QGre6UB%L7fIt`rSs4li*Y)`;pKb^a;C>u1?D+A@h0k6vGLB3n zt*}E`W#bXAr7(p)*r&OJS{{;~sx1Q!KGQE9Hjq)27s(X49mQdLZ8dwGG(Qs6(ZB5H z`HYnchaJE^?^Y@v4Y>}N3#QU^nu$~+$X_bQA;C?a)`S0e)pC~!3hpfGu#>=DuQZ{f z5B@H!onSWe#oJU;!FMk=dd5j?Euq@Qe!UC5Og<79&_oT$jkA8ftpa}g%Lo--R?vDi zYsRWWKO@UdFP1N0jn*)Z7dZNjsYE}f>tBxW zB)bV6@?rD{YdNl=i{$1Ak&^|q$e?w$;_YU)w;p5R!NI+Lf)U~~A*Cjy(Ggj4ffY|E zp88|eoNk;D^`bA)qAxXLZn0HNnWQf#nfqmruYPym52Grpu{W^)>4#oK~^fB^>EKik7SaVs2# zm_6ne%0mK{WB0fe9&~ivu{P)D6zH-+ha$6VV$Jt&7qm0JAaP9G6Ft`zC@dqnX40sC(Hf1GV7 zF&G~kpAs0#zVx!mOBRW~d(Q5Dz^Lzkg**7p84^t~Fi zn-Z$rNkcq1*YEfwAvn&4De^^8f@9^7a7WCGf}TO;c}2Mi@^@Fgucp`2u};2g`ZzL# zs6vh6jOXX;dY~}`4n#O8FIva^0aIM-K-NrhS;*e85kOhmZXsm#Z-P@Meq3D^kjD~%T-=}Qor1ENa2Gmd9;E^nLB{VM#cX3M+|ja7;6 zbhwX4+@eD?~ANrtIX2t7utKinO}Rc!MuyiY<9y1P*;`kW_b1( zV$VSd-(vf1{HVz+j+&;>$*~|wqe2PtErTdR4*D~)Yw%{Rl;U0NSX{e3YG_hNA$PBHc$xcF6dKMF^4aXoJpolF`ACMw8&X2y{ABg)A z-d&^iUf;z~c&+dG<|r<0$m1QoJq9BaPR`Cf2vZw7Duaag-}}h!h@hTe6uSLHO&HHW zMz46@!j+tzlD!$yix!f4j$9i$mvnn%dyI8*54jg8lLP@Z4sEN@85LLncaq~N zv2H^OaJ#=dUaVyTwz*Jv_DRzF2K3-b_3C0Sns%B{8nsg`J1~7dl z9+{pNCw?3s9TAYC%M2B@YAxlvcrXIQEZeRo7V*iPjbkyZg*uY=Xi7t_DvK$qcZ4)6?+#8R)dk)NX zeTkb33sZ}$*_F?n@g>jpL|13P#JDej(ORl}1$c{lR{@iu?DtSanC&s^__yDwLEruu zG3>szO&wLraijJ+)&->%#7J z`$m6%#C?fnij2!N0tN8y%I}V5MF$Oc*~`iaT2Cpak!IA2M+>~xSVn0vGpZ%YN{R4i ziHnwVR^}NI!%@OjbD2bJ+I$68#gW;S>d$cXigx5s3CXh)Mq7*gc?EPM()oiJg5nfy6|r)P1T#HR}d0v%*eR!32VV0u@vgWvDrYGZ-62x>_rJ4 z3-9=ltI>5(zv*2tOOxruL^j`uUcC(~xMP=iX>>+*CG1@528dBYW_6oro5w~tR9wu^ z^8MXMx((hpow?%pJ+u$LGZ zQ>^3~4Bk=yrUj*Vh*jpkL(OcDOJu)#IZzE!@#b@xU)qg68F`;5m}O)^-XJA}>Rj8_ zi|EJz9v$1aT$I(~5K(Pz?M0K5C8F$d4vl;1ItzVL%Xxt5g8)(-!Mm#rh^Tn|mb@v| zIRq7W>{WJmHMeH>?jNS7fCR#kiSveWW_=tZ2)JP7khN=L5t*zN#dH{E-t;Ydl2-DQ z{E9$5NxBNge`pX9m2N_~4N$LATpP~)$)_1dbkn#u$lGszf&Ik=6g?uEoTtW$FwFH| zYr`HTZWl`YWO!uM!(F!ssD~D>wX>BH_ z*Bx7&#|La>{_!(9_@(Ya6;)=qI#9N+4AyKQpdsCE==elBWu{0M;(fT@Jx~0s%Y+s7 z)o0glFW0v7;ly7MhZ<}44|upS3J4?~5@C_!h=(J*)5vkkno7P9?uO zQiz;Xq0b3pmtP-^#WiOe2mrNn6>acpHXRb};nObZz*YT-BxmCL`?Ef^`|>_py#3c_ zj?w6$7Xjva(`hb(k4N#!1*RmS(tQejBBc8pHca#t)BIqnbo=?{bBBWWL5Lj(IO1Vz zY`%FA5Lyay>`^p;fb|&99oC@j`%NIB*aa!vD@Vj;ykKmO2j4r7eQUoRn?HYiZ|a|p z8LM5x4A5MnJu7PKlu1iS6@V{KDXiPEk83TFFIt6e*3GeV7T!8w^?c}9Luwb(pSheS z&lPRp%LyMOMReV@r?O5@A)lJp+|*0cO#lrHk55Vsibg*SNk}z8$oqzuD8lf7`9Q)j zDW_KH48e$85R~elq$n333PvEZgm5V0|Ll@g(Ip1s)g(kFMMyWUg+t_sLJ2lH#d%*qtrpqD=@18OJW$LV_rqFI^^CUvK}*MV;xacOmd{ zdwmuQYN4C@YrXsI9TSHrb!lr~V70H8nF?ls&dVW^yE9bn(7P})$KWbP6ixg!W>0P_ z?b`jXUWj7OxAp*42s#=wYH>#$ZZHYu{E(~DBDP9%<5B0W)P*!*kLc!RbXii`&O#7f zTv?g@7f*FmE=^)RI3;B^s$uLKyKD9oR{7${d#2#Nv%$`am~Mv(9HGt%%tPcwaTW&R z?lGykfZnIWnyX>n(U=%u=G(kde*AUzXmn68m2MF%L-GjRXm*6tk z2s39$^1kQy-CMWn+^SpOtyAZ%{SSNh-aXCU-K*Dno~Ku9)JDyWZt7!WqLk%qL#{+` z#tT2aABQV3(okVdp**hlV6W|y>0VfLAQ*{%Af=sFYAa0g>9}T0g75NRu7PNscUTsz z0&V19cOd4Bbz(StFc$nU#nPnx1LWs>ugf}f@TYA$Q;Nr*`ai1C)|KonN;7QR3NtA~ z>$*b;Ww216rV6aPTQFwtQXuJY&0#TGA4!};i*Z}Rr6id06 z53w^zXkoskU9X_@6Y<*&ZuE(AJ<*9Z=KE^FoUf{K@N8!j0>(kiB`#&oXa>6y!#0UQ zXTkD}M04%A^uv|LTGS#IysaW=rxZlA;$kdZ*a= zNH9HTy>y2RKDll} zEwf4YV*lfJSOlpa&NFWT(yoXZ&&&OdjC$GB2U&=Rv6`VexS5WOGO5$qSEB5)OVGR= zqv1=0jqM?=_i3km)N^a$Yh)THPbyO(>^WI zvCs~1*Dh9nP?K5HNzbp`?|eUu$Sxm3C&@qf*+YsD))DYY$%jzs|DQ84=Hz2HHyqX2 ze`klq#)M}HSB?p$Yn5wT0hBjLqmJbj&rL^xD|HaQ0~?D#05L53mY|-w zEJBBdhuKJYQMbUHp2WUfmoO<${E^WPTh+(|<*R^1!n(IYQYO>0%emPh?!(RRqymXt zR5p>Gsr`+S$N@VIA0bVecBLw#Wu7KCErX$3ORTKNGbbtX=%+Drft@z9fh?Tb5|)wk zd-<9+H|unXZy_yfrK1r-k5buEZH2}UQ8WBJPdR^~qP{3AHtG)Dbgb*_(!d#es=h{p zg~Op@MZQF_nD6r?i3!3fc}-Be`lRKn>}Ix9;M5fWN%QpezR}3hQ7jb5kv+5Hu9-l2 z*IX-JdUQQFUzvF781UFS_4?Ne?TdV&7;HRCd5ruAwIzyDPUT1;!0^Wl8px;d=SQZ; zL5WSqc@eX76PV7RY@!r7eo5x1R3I8wQl1?Qy!>%~O;H)+&favKk&0Ky*mJU>26ab* zp~v2PsqCv-pze5I-u-uRZ=%sP&w)}bo;@7|k8+|TX|{2{t5 ziM0rDoVH|laCJyAU%a3cj{G_7eZE&XNi~v-?e94*YxjxiS7@jH$K{{FjXY%Eu|J@X zZt*?hNt72+Xh?A~!pwZP8zjoFVxMf4%;aicR|MhM4MmT-uB2+9MK?!oSMZgiHnE0- zA&fVeyf$fQm_Z@yw!-H{^b2nMH}v(M)W(M*X|r^%@qKwrLTrEifLqr`Pdi(eX!#iy z`aoSBiC<3Hwc6Tz*H{0p2%^;${P1aTVigOpooaAMGe;Rl)xdxV$FB$=-4 z6=rcJ_5MU%@xWZlb z6EkJiwSlWp?QZT>JHpOM$lMnuDo5Sev zz6Fhh^i>`*6=Zq>ys6H{EF(2+1kJ+^qo_p6q!n#wie~mM3BnDY?SnRw`Imwri{}SI z_79tn8Es>SxHM`Onn4?_zveB3JV! zXr0wWORJlGQ6!Mh867%%6d>vqCZF=u1TREphV|bdeh!s-n*kzV?Oe6f!X~DT6lUe+A>FSzg56zsX6JjF&+=h z6@Li?8n;3mFB@T5RZPVlXITe8oS-M(UmZdNScO#y(69k;6bMvWV)jxO2Usr{|5oqMD_PxwWB95l3CQu;4CocWre3ePF$VOP6 zAvHvprfT$f-;Dt_msq4?S}Qa%a=&Sb@$@?;)%JuSbR3lh{1H;ysmw?uH-w5s?9}<@ zg(f|6t;NGhj!^s=mxH;KL&}Am2rr60xqC#Z?~L}^A^@qCH$+`OpXt`8k~n}DbGQZ8 zrzR^Qi&PMfX7eK|&~TrDp_Xvcc!Q1d^IvH6z=!(fy)r@lQikq7c+Ngr*gSTP+>X_- zed;StpIX&aTqK}eF!r%GLSnINhb@SPA`RLFOnsl7;i!+=uXMe!ST#`F+V1friHB5~iNV`@orW&!f({5LL6+7`V+(l=K5M}Z_)f<7oc?*3D zSnHCAbSo{k@>si$rYETCpKHIl*`#WBJ+kh0fypN~#xw?Bib}AOGWkSSWN^#H9T=wT z6Ul$2qwslF&=xhQV&eG?#0aZ=K_`s3p7!mfvvYa@puru=2|{?K0iRn>v+nYjwmI_6 zT;JWq0zMtJQ$0JHH9&Q2u)D(dhoHyPc=z#gk3i&Zr_F^g-_as&PPAf z=0@!fV~>#3Jcz;yVHjZ7sQ*HVQMT-pll9`s=OCXP`U#3@D&!)Cx1zYbIxJAjYHI{A zRzk(e){l0Zw_s=^s9V)8!np^5c`M8W*Em{j^&&sy%VNKRH7@XDl2UW zPcEw_m@k0*{O^|$w}uW5--Uc=dfOu4U)#IkE_zwrlXnVWq+-28H!snf45R z_}>x>L%A%isrN9;eZrfyJZ{q7$5sYLWL>Tkveyp;j^z5YJ&>3G6$%)?i)Oh}fUaki zHo*B|^>FPF$X|6OX?HZ;m0U)cJ8#4N0a!kzpjSl4S zo}6cckOttv>NU5AgH^E7)-B2UcKgk34dquwOF56OAO&;CMKLeGrSfjX93~S@iy4Bx zAHZ%n$flO$Ai0@!^GnQ@dtzen%gZ!3i$IoZ@A=G7wrpfhmowg}PzUT{VXSzYxl+4P zk?Z#wD2q^=*;1k!{FdZdNAB(~{tBOJM)McGb>zH2?0|(>z8@x*QHq&Hvl(!&mMsr(8h z{)zR$?s2dI5rtVLaxH%_+7Q8I+!<#5yh={|*#+|bA~Q)veDPikq80ai_-Z^o$a!vp zOcq%$coE+4gu;3WLvb?2ock~$iO`l#E(~jD-jnp6D(XIF3e{TxzE9|mK^IVKRlY;; z^w~W2hpDe+TdHf?`iDnM5H5QFm*i%!GYuC%xYIs&WW{lN$b)7a;~TxH)tlRBq5!Vy zXE4Hjpx3<(YmIMj*ye}n7$YXY8v={C)@U#vA58<{Lav7`0uyynE&Nlq%Y; zKCyY&49Y++M*jFWXDv$j9O5u`Sv4O1BJ3dHbwK zm?rR_Ck7Q$t=X=X5CsG-W<2da>n6P|_=E-#j6+I*;j{6NHN5RvXwdR?nwoW*iY6$2 z9%WUK_M7a-&t8XQy=?we%kz4-P$}SAe(*DMPp-Q9<3hn^e{s5f39 zhd%nF#9@$mr?~L>W_2};tz&OU@g2wJf<;zuuxa2npXHF8#>+H5N+6~nJkyJ=rKdL& zR+KJg=J+YIGM4$(VDhJoZhpon7qy3|4Z=1yj%Op8<@8>69213`6*ddAGP28DCd z$H+EaxHTY#Q%aU{m$~^bIHe1S|qB>g!h@W4+eDI6jorC zlyuY13-^Vc$sr-|A+?%?_Q%J-g4;8#7uE3ZnV2>Y;JCA^v_P0YPw4PCN3kJ~`bkA$ zMLhiI!XxJR>+7^1;oK!gT(_V3rlX+ierQ&)wHmf$nLsH7qTzJ4t{Z&=?{d>uc)i_$ z0beQh%pzqYa}cKFi|CU;zIk5+E2_n{y28KL5S|jQb@2Bsq-K!ps!~;H+6ggxLb(RqCkWZ2PU`v$b1mRkw`%^ z2w~@Ysn2%RO1$~%93G=)>|vrs0E}{lRW-=XX~bvE&3=S9 z(FmWLFc61Je}&~&V|OlSf~~5O&WkBbgs;^ln3ss~^;g+Y_MXU2J(778^MuBPZQ+&t zq6*7=)+;u=M{`$)cbBIf@2=jcusnv%<#ZV3iQ3?u^vd+Tc^vzWn^}|+h$IbF)%Ojh*JV1Ns%eS z;OdwvWNa}!!Saq)hGbt9V@ZB*h;V1|);rp4ge$b!04Q6S{#tLT3Dq}Ka6&I$d8>vd z5wjUKl^F0x1yg?Q=89ri7&D8Eu!vDWd2Y)38wXVZb{=pj?qmVjmyOrkoCjE&kS&{C z9pH{u>kQ3M=tRm`w;cmfCgZN708{a5gOE+9-bk`-d=tDW<^z>#_{$LgFE|p1me_q? z0M0Z)=!&!Sz^`n1v6ub3pJ;i9sQW0sD$QmAmmqPL!b>q}V*hS+R_DD52lKaWon|k+ z9KEI-Ry1@FtX~k+eTh|#=U-4lC~D*h?p+aoinj<-Hv0fqxx&gu-{kwe^}vuTM;;v1 zwyoKPFr1#BU>qBe#KwF}Hptka|03r6%Q!Qv!CQW(9S?(&DaN0;5>x*lMVn*ijFdoL z3eztyF%&!K+;tv@qIhA;4Dr24`T`gZHH8ftM)MF;KDp<$W)?$(ddU2cZ466~7tTQ+ zd&U|l)hBP7egDuuNyZVYGD$UGjLCWMrpEh*ixwE(A@XabN9kX=U4Zv7uQn$;63&NN zf6~%;Su5O_ux1GQYw_N{AP&sd=fz46YP;6uNzhh( zahX$qgOEU@wYIk!7K)0B!ez0StUAChJ{B*ECu};$v4wXZDeL!_nkIcT9KUs&cXF_G z3vIuEzrH`J!-=gR`)^kbpJv`Ij*15v>JT>a*O`B9s+|na=5OIZA9%FI6kCgR)pC$E zu61nD*%pN8O1|^ZxY+N>R>SYx$W_BbK3h@XXpVDt5;C7;MN?aas+_|WRsa+fzsDWR z$?AoH@Zd?*)^%u$=v15JHRLvJ-hluZ@Hpp>K;<#b4OFBu3w8HYTFsXkePY^t9&bc* zwNr+;C5-&dyruessh5|e^I$>gnwcmwOf{}K+^4quY++Wp5S&Brw48 zXMEt}*S*zteQ@d6n%yNE7m&>It)gSJfiktsmqRqnvr%8wC{ID^70Ha2;qDT$VSq&1 zm#y!)iYh1a8NP<^vsZ%bLd;9(hY51^%m0^~`wLNZ&AgUMI#cIDtw#AnLo#JglZG3I zD71w_uEUV#o`5wCcUIU21x<3#R?fsg{@}0%2I=O*h*zU(YPr05J@HF&!Vo7v4=HKV;R6!I;Ufn&g2z@OhX zsl0snIhH-%TS6)A=n-pFt9ed6y(E_h%M{<}0xB8OX6{c`>NPcS9x#08c_V(`NJ_8- zJKw0;*+p+w%E6?_6RRu0R+B`&+jVchsWfn{PxbOa5c)zXOLWN5{H21DgKB~RYUvs22V|x-sghLnN?LROCp5^F^KKIlG1RA$=tU@`*{Dio9jN5# zmkyWDh0d&n&MPX!8^9qbhJ{b^;s<+-zDDt{K0x7E$|~|x^KKXYIDn`6SfAf!X*7{L+1@UV#>*PJA5uy7iUhH$g-t%pZQ9rhS z{c8=Ss362d$4m``RrxsJFq=j|Z2pX-%J$xl2(R(N&NGBUjA4rxnpH#-Ku#J}Fp1Va z@mYtM+)Iw7mMWipE+7Bfu@F=YTG>yLB<__|N7uhgrIDo{VIN@%25UDpIUQ$(d}!vM ze)SgZEUr|eC(mK6OR$8BAROQ^zFpw{5M+v$49<7M3RI?0qMYe zE)ECyx@fw~g@ekUFL4lx3i9ppsB7sKS%viA3%#n;(_E1jj04)fYU>H6w{@6Px%Cy& zUzrmem3%mx6s@@+acP0ryxD|xgSE=_U2kKD(c9Y3AWT!;KW;9k3|{wBhIK)RTj1yL zz-#0l-`lrynz2y@W0(V5LzN-PmJQG%)RRvs`s8&^5ev7S#K3`YnHzkxx_NJ z&{FcX74Wd;QP^j<%-*MG%ouDGp`D z@eejHL+9xAfqj@`mT%-#lt~{q>ux~0S<~eJco@ZZrt6Ji_(SbelF_4cHge^U=dGBW z`9~iTp*3d(ko0TXv26br7j#R7@IxRC&`kN1Brr=Iqo$8x54D^)5CcQtBYYh>a6&;U zDU2KZ>pSsyg)FplXLwXk#7_Qa5eckk&HQ1oMqK2PI|jZ3oCv*z>Hq{AMz@$N!~WZd zLDFPI6b6BQaZZvx@Lr~?pm_5QQ?Sp#rqR#Tj8UrsPuDX!9B6cZ84JUR@~+=!>V!Vd zqDI*Z#;6EG$(kt<*>WMp2t8G&h+ool)SZ6jg-&07T*-W*bZdU+OieTvDrT>UYUTPI z^Zix3e%VG;*se645VJqOXa*YR<;l!bc$mAy)<+Fud1O^<>WKf2TjGS@JA^3L{_P?X zPb&Rb)3t`rW&tm2OVa(1-?Q}c;frWLqY^iu^>ygt!J|4we^0IV{reNNlJs9-M_U8n zX&0O6xF7ke(|q@@jF=@dd4)Wt^S*K&SP@FDpFCNWk48^a5Eun(RL-`rWVK%UC>?9fTDBtZMy6_vS{o%{!Pp zCi$*+Bd5TQ*ryI8nGW_11fCe$$z{7F#|%BiT;*L^jCC~xFSV@5KcM5uU@Xm1^X(fv z#LAGSxoST@k)Z)XEanBn=gG5umxBnVe-X%F?9z_{z@Lp)qpHV{ovPyE3k<@uhXWSC zvin>kpBCBV&TjaGR~R`ltiw#C+3^TIx+D6*yRQ6*b8L&|SHyo?TzauTLg9$0)1*E>3@{;5 zx;DD8zFql*g`#AFtWKQ3;3hH(cqBU!2&y>Ydp=Yxn5&c=Ck*#Q|1&7k3f1(1hm>}15pRE8 zarPfngsEMuT_(*LG*-`g;Y+M9ubPb){+^Zm3*H#sQxUF6-0TtB^|Ya}hdEFk*Dsu7 z?2p8N)JhxBJ`q;lp3n3s8AH^7&_#0yg&~4nU0A$y)!9(;?B1Qx(4jij>uMsr8?!D8 z1CY>rqwO*{g`p8?1b9y*I>1RFu3ZCtpy_Cb7H^t_`|b9nTZoGAk~_n1e@WHJ$gM>wwj#}Y!aJ6f_F^ugm{njS<@xy z=`V>&1*w3*?6;dA?0TgKFQ?1pWw{YbM*gCN#6FX@9e+8| zG~4~F_D2};HuU!|32~Aoe~B6|4QU+dGQ6e6hthBPSGFMTeB6dF7}Qi4-16U!HuEF` zW@Nj;nCFskN8gRfv!5Fb@q9OkH_5riS>DD$Q7M7B?1;~ZsmmK! zi(Bafb-XuH9sJ_ITvY|`8?-OyjG2C>Lp^ZncsBRIv67ijz8M8de|Lm@*7@>4TS<7_ z5x>#d|93$@J@POB*t*}6$egz$_Xs!6m7UT~2fjpR4d(0sUkeH#96LR@UvvK}+$y?z z$(aeP>7i-OM#Y0hrrJ+e#YYE!s`yN8MvrSvLN$$(DP+Ga`$f;+x%Z%`j=FW88&{!^ z$c>=8!%E1bkpe)%U7$Xqi|KnZP0v-F{0X(o-zVH}cQ3Q%kY!8xYpQ_oi#D~;aHF09 ze5`QfBUx!q@bv&EYWtUe=j{ueh?Vs;UUCn zrxnMUQ75JEw6vI(jX{w|8o(>$;7P$U&Fs8TWx>dxxf{B@%reizE}~-!IemclbfD^U zd23{8ZY}UrNcRC@1%Q|6?vD!BKyRJ#*PKK!c=rjAS6~{>Kx-UxO^@^=!v5h$oTBfZ zZ-cL$e-+`*zNMBPbsC=_$5bOPEnyBx-_6eBBFN>`)>6U~8IzJTpn0iRS)NGYm>C$^ zCLGpesP~L#OAM3N=i>vH&Zc+910Dp=AsY<)0WNht(I6Vd ze_)3AKR@taU(vm-0FWdx#&2BUjUhH^^0jEXh1OUT(9>1!J*VICQ_FEb@xk#&Oe*9} zPvvUbDt8mVD^c-xT**|xDt2DSgtexB60b3rd%>)+!D%(_SGV-YcGX7e)(c&Bni9JT z5soTD&KfC&Mgx3AvfD1aTfZ_9)p{6ZD)*wmG`u-q3Qbe@^OyQHf*w8__s2a~GXA-r zN&2(z?Q`*dg!S{xdCJimbbh(JTmJXmhrm16eiCyrEKC@$Rj|l-p8P6>*liG}aqUp% z(bvC|g{GnTnD}*iS`1)Gr_phH+GOy=!8J*sTS8FZ-@+a5Djl|64NI|t%Q7qpo1Bw} z@U+bawOY6@pW9|ZY7l$w6!eTVz&J9FzKgCOylY)Hm;Z2CF(%%R_5ETS02oYZwb5-I+XjDz2c0q?u zNxwb#!c3}V%ZQZYO!Ji0qSRLi#XePe`;|f?9N7W|`sgLQ17eKjqEtZbBSvaH`vEc52@||(?5{O_Y_j?@qn6ksk8RNd?6lJ_NlhG_-HXH zCWC{;2r~(${tSlzw2=GrzRgm(@LZXrH;Y>DqwaAe-bVd4N(R83&im^oM1&N?Yj?5R z7bbn6$L;oQ=xEAwttLv6O6?Wk8T|9L!FT%`B9ar~+)zeSHEfP8xCv5js~P`0;JkCm z)!DfbZoV@;~@4II4-fK6UiWQ9k^K3||sZO88-J|j=Q}|xlH_Y6$^rC*X zO%20thVmDw@B@lO2st_fCI>WYAh%&75Z-gve-=ub!QD{A_lwIv@E(S4oP&`F{3S(X z`?4s;?VV-3^8z+#QajzTAHJ%r6u>4=1XW;lgN3dmrGOhSuehDn?O`obokq3a^CSwX zHrK;s1j*=6(R65DgO~i{Cdpkg&G3lF-j>StV&|e?K|7nwYp#Ls$$u@YSNF&gOY~e7 z1E9!hB9j}|vi3DoFzLon?s!?#{PDVUI`EJC6UT}N;JPU`=bwuaZFtC46%$1GuPAiv z7tJOMBfz3|uz(1|Lm^>azAIE1!C?}M zZf_Q4P5zY&KyvLBZ0?}##fjH@b}H<3o0PAnV^^5;X)wjjAfWgO`ej@Hbo&$TN7&G; zPsUzIKdJq=x)UrX+y84S?lx${CrSk22q#6CZMq+j8Y_M`1k!;ALE#=6edxQZMG9vS z>|Q9Hv|N?X>bJPqYO^u0MbX5w)7#Iuqf9^382@xJZC-RTSdf#1`m)LVYZ-FN^w%sq z)G-rjVuRlclW{BFsOqvs)FwK9IwJS)D$9s^;_9`}Wn78)2s7GoFk!mJ8wE@XWWP?~ zcu9)PGL{stq_U6z7VK|P=W`+BT=o-Czmid3Na^EbjlQiA@9jMR?r}`A3&U*>e>lLl z;p3NIo-Y*%KF@P6C7R-{5kUy6QEkD7!PoV!h;H;X?q@asl+4Zv@p=3ZTY2oTPf?kCZ@9dZ z#sV?+^oI>@ET)CFcQof@673~<<2=G9YyF0rAQL-=`)dFn2e*7uj+QIZfRgtc9P!Zr zyF2+9iTmC-grH;W@m>r?ZmMi;+?4q2Xo|sa^8C9$j$!=;`7)5Er_1BgRtIHrsoJ&U zSg?$frY@b4ab!^M6|@Ywt=dg77F)o3&Ww*MTSErj5@~$Ua-#))6N8Z>jBtNj+aQ^CXqNsP>3kvd zr1jBBZNs$0W^*J@d=I!kiXW>N++UKbhp}kNwb}9!-dHyR@b1#_;=KOroA^Fa&2$(I ztw!!PS}a#v&YE6Gdey)Ur;{DFtUpAnnh|DP#yXJ9@pe5AsS^SY(}gJxL$TLowJ~wF z7uvqb+}c!3tf*b(mT z+O&+SLhSd0vd*12XH2+VM$lvZk44iAlcojm?n06D_phIjmqy>JJkRi!UPt1)Og}r? zN(khJ7$!qV@2u6)hgV;nn0r2;$|{1V{Ru8}S|Y|9*S_ zyJ<)Enqb$JNyu?pB;3x~B{z|b@8i8jj`M9rS@vXj1>BZ?UnM#ULT)sV5QeinGjxC# zJ7Mmw3Z@9Yu^1;i4V%mQ+GlyaerMPBD3F*kWcc9ZMu=twcnZ&ZFDl2CeE@?Gy9qbw zK6vzZqAgA4Axxaza8^dB! z?X`d!x^n$p7X2ex_+{O$Ad;Ipd}tQWn~8sqkEn#2dAD~=)UM@S=^fayhf4z#d?*ZeHt%>v)Jie)en}Te zL{Tv=_iu6ES(8Z>mk_n!$V#J=I2ongGt{{1M!a`#j7WM!_dXP-wf2`)4wSE zowGAEGhA-q*w}F`galYTlPTMMAtiglXlmL90dod-)+Fk>y#=v*P4A0nE@(#v&mt?I z$MgRB@^1}Sa7Sx?Mqxm@`{qW@Madn3*ful|I37sJrVu0(RoLOipUHZ-<&J8ZYp) zW@4&0b2PP(Y!nm{>S^MMUdGPYQ`8=2F{T))FyH&8m4-v!^)9%K^Himgpu7mYt6_WY7Hwwu0 z(=zeN1R_J>CIQC3jcEMMhj+3ITudHtbxe(ZwIB!PR}y-NmFgnNqp~++oN##~`t$EI z_wyI_XdFJ~P0phW%!Ns8RT1G?x<2n8xRfof!nH0Z@)HkS)?XUiK+(I0RJ31bo_=oJ7 z#Y87N4FXw=WScWQIQ`kX6;e+W_`Pj~}`0uV40MF4D_a9e;gsQ~sZ5jnHvXKV?(&ijVOG`xkum*#wF1U_XZ z`5he)W(o%*DXjqP%!gzATZVO(7yKc3OJe}{-G{uE9k?v+>S9yTfit-iQxv?@cMwG* zk@2`6J$C@>zgV{j#%^TL+kdtz8zzP3+ky4ZijX~dwagB-ee!1ck8|pWQ_6+29K@Qw zRF;;BN4B$H94spQasPA4sfGM&KS}2V*E7uyRnuj`MZiV0^b~R@!$QJi1i`UD7XoWe_%mH)srg(Eq!na9A zb4n(2{!BQ`ns-6<7y+Tc%17-s!fvgDYt5G^+Eg|TT=*WYomF84P;T!!-w!hP{R*mP zt)(;d95{^s&~~~+_ox6DsyYr5VAHenBPD%jJ@!@7ZR|i;Fptx>L1s|u#b~uEY}Ab| zss5*H8qL$R+521tQ_28wT3FMZ;_F7)vPSW`dzp!z{h})|nKwPGnu&sB_W6=y^&g6M zAjsY9U5^Cz{E}M5Zu{rjp7x%DP~EL_$s7~JArn!`9}uApg(JuHI#xXm!0}GZf(oBY z8)PB|;MtGbLjvk-)Ebi`X+g2#aVJQeRhFmpEJ{aZZ0uh5=?p~t=@8j}*unn;sL?Cmwwl_9^gfiRNqZMA&{{%c4&C$MqMi%4cQ@Ts=-MBCKaEi$Z4I z8m#M+`}^uhny%1JetX;Mr>&3litXI98pnJkS`SIN$lsAYEBNWU z^h_L-GWJUJ_FsS{by`ARMk7Hn zXQ}x;*!dFx3@U^Na+0IoxeL#I9AVoBDhtaro93A^dO%e(3g=N|{Ej?^wH*IU)hlG> zNTg#yZ|#4oN3=UgMoYF04@R);U;j+%a%DNLpFxtD`#B)p&M=IJ^hI_z(FtuX4HYWF zS&yEVy|&15D)(}1%s7k?f^+)p4I3y_B+Y$z52~>lPWezbqqzslf_gU%>j~N!Q0EV5 zTzgtWu9%bJKg5Ig*3k65B~u3pm6t41CL@Gak|Uq*7dgjrobG7q-*nwhQWF4{H6AZ6 zHdL@k#Fua^sUo<5V5Nf57xqiBiq7@&gghnihzW*j*;r(z{CFwRL?d!X@S27$j3&2CVKS&POcKJ7l`$s5L zJ~l^>B!)*Uod3op3Z!@MvgTOw=ZM8`YP6E$h#aDds+r=ux-aRmNrkeCj`Id^0tz{A z=({3}(XviYH7I6e{W!Z|QFwITRVu0{E{zY{eXCVqA%3v1hY3heaLQB|TXI`RV2akldR^vFA-$86E}eRUc|4==PDahWS<9v~T5y_pr7sy3sx z)FWBs>Q{GE9Duf5LXf%qKJNW8iF|f8*LLi(x6S31Lfox?APf&8nXHnd*BeEI3AOPY zL0fi{K<#jdz&WgrBLp#HkWg3!BAHo*?Fda)Q+gDHEQ9Tu!Z~Vp`{PYPN2~6eix->p zx7@ckg<1;YPJ48^_9=-cmC{Y!w8yI7?dC?;=jIHu&NUXOu`KdLe>T=4N(}U}+B^n( ztz^ffDk z_S>P8KScD&A0j#r{@+Dwr;!VoIbA~_sRUAKcAwp!ufw-jJfN{?W{iUxfMt#`lgjU6Orax7{W-^cdvgl%#De4s_ox34qf3D5^$l%FIP8*a=S6kNrGMTi6Ngjnn zt?L!{yA(zeOn~5FgG6M+BMF7+w7xy}a`SMU#BDYXY~oS9_9f6@K&I|NSZ z4V4Dc@f|XKO+YEIHqAC0Wug$J%Pos}$98!q!87B2MZ@G$gx9Z3_d)*CGt%rt>paRx zyE}X$vYj`K+Yw_EPx=Rz0QYZA01Ys@pFg4F5tN=ho$(R!?mKs^lo00!6x%}Aflg%K zHN&>3FyRNo5$f^IN)kHS?5>|~Ipdb0l6kc2y*c=dmO%z*GtALL=)7;wSM(@eFtIRz zmgH@!U1JD`j?|qdKy?Z5NWB}1-sZkTJ_U!ie=lti zgQ?JG!ga_3PTUJcv3t)7YZ0KV;Q&y1^%_S7>Y$Avc#P5|Yn81WA$nUoHC5g$A-@56 z2BPp#d=7Y~Cy1S}@1)Z?ByVLfaTLb1QbaT7tMAaJOqNdn^z(9i>w1WDxYz;*p_nd| z+`I0XaMrV|i8iizt^FT$JD@?`iu^1Lj@7FK( ze_mG?g@dT^qi@Q-8HvJoKI4CQN?kr3$p0xqVJ1<{M0B?(0 zpb#qX&rY*F7tGdjm~bAzFN6LG5_YqW@PS`9Ui(bOWx?_XQrl89P^^Y}TRw{@ z`=FP8wPJDN*fQp|0-8*NAD_gtfwK@}V^eKot3p1|Nm#f4WE)mGxh4HoKjCZOBNgfs zh#a9Jq0cYrsjq4Fsf5SoQ;6v)Wd%%n$I7}a(ayd!``FAIq>x5`^=v#;jN|D0W@L5b zA)L~93j{m{ZONgHiMD&oCJjen>}VNpy)H;r(vm+sQ@L^S$_3X>sVFr|SZaw}{}^aV zxybkcWEI~oR+)855R`zQspRXqF7%E9lORYy3Jh?)7M~PdIYUg!p2s(@&JGbiJLYVp zmj@1Z(Yaix?QvzET?BLvt7PmJ7J;m6tM~f$(zaXY-NvN{vt$fEGx-lNl+ z%^^bO(?kaKF^;Yu?r7d89{E48vr>LX7kT=Uz|mKFUZhM$pzmKY8Rn~BCQ-_)GzJEp z40VhN?3@THuGJuk%RQ9>%w@#AW9rV0)H-#``0dWlC~ejn>h73NtiG*yaMbnu#eW1z|Id;tLI(15%-Da*-&WVf znmuP{m%GjqakHCosQ3*(TRbBscb4|)J^PVLi!JaCsVU;FxS~hg^cS}HrI2HQbp1h2 z^^F*|;Cl;!1R{@V9XgaAsOzR$+3A?zQ#f*b?j2Hp{)#Le;CU{m1hrTQsHyZeGLYXu z26}`@p9eHg?6bT{#|ntQE>}g7skk|In<|t54_?GXc|X}0IG zY#zKzzt${C<`1%P?j>D)O}(|*!vuOUiaWVG7;wQmh%_k{`OxKEi5w)-wR02-fU9}_ z$fMIc9X)pju_BE|0EiPYzHw<&uEKuoG3LCJVqv{Zpa1gwk)!^r(WosNryntUdt*1B zBMZ?-qvvW`w*1hxK(F=?t(&xa3gMIRJ$=FBmT@9PA*mofZ6>V#Vo|K#T4@@yuNhx8$8XnS^+Y@S6JxfhTG>M zB?fRwx4A8cp-K5x2u8ALHHV6=`yjViN`#Rn>17^Q8tDsT=Ftu>*4b>gj$J1%zhAVi zc{V9S?(>YCYx`6&LQecVX785%Ml$>oS5|I7G#AvITi2IT3*JdfIG^9X;kCL>wW%P> zKcYXKOd5c85Z)_Tya6{b+4A=oI$==MS9xtw(gpTkC3(V)ph}_$4d8xz{5Aa@_HYRF z1n~NX=DMj$VB&plPRY5%i|X9EMan*xR*-I)#g`B7{?hXFNbwT8z#;Z-Ra!kb>r(<5 z!@-aGhn7l~!G;{g-;Hr8lYx1WRt4xcSJ(3;m-*vP&TJ<}1Xd0Yab^UOAW4{rt2;t5Bw~;PlgFZy+!772=$Wz8-|QYT$ZJ{h_65T0`k3Ko3enO|5WaJ>E9CW6B5) zxcH{k_EZnLIwx<*(mLdeqIOY^o`oDq10669or!RM73BQNc!0=n4cc&V}>@JM_Vr(1F;fd7g@;Mh2{K25_#OBY0q0}!CUM!v- z&g2Rm#@pDaI>t6aWZ+t+mzri7lTX(I6PsyA5%*ol7VDRR@HdB;SEu272cf-_Z{)oN2AB9Y` z{eQ6c-eFC3YrC(Cii(1Yf~XJ>1(c>Dy+lE&0t(Vg6huIJ??eY7nIN z-g^l}YG|qRjDW89{l2yK{?0zvKIhu|?DdZ&nVCsOW*Oso?)!IR>+Cc4scGsS=tgbI zZNbS}<~T^vn|Zm1}*C7A3Os_IN!r)I>cOJrPEG@|h(CW%Q6EYc=ND=^=kQj7f6i({DFe&wu}gr^nfo5?;e zusA9G(SsDoDLmYvo$ZBP$bva@`^-L;*(jp3oLCbSf)%#4B@oBn7}6Y`x^nV*=_%+0#}a=7VU%H)1x#SVcH9=UdqT>)pgfE6djUnX*-eFIRR?9mftfjhKgS2 z>YYv5pz&CJHGeAD*_-S0=q;ih7F5N{LAf^V9XJ}&=fUW^3HwzLFA{KoV@KGBApLam z$mTlO6ikW3w5?cIjElMWPq30HH#j}mzE{VEIj zT-|~*I(X_n9{xdXtM}0k2zb2`8{S@*_z4s$Z5co+%gKM8?{6j$;G)y#t{d_g*>HO1 zC~!W%91<0?etPPj`r5egkj9)xuvtjR$%x)tSMc}pkv+;;^65M};Q|9s4P6dZ5xex3 zZRt&|lXF5&I)@HI2?>x``HIJi0zCZQBz@WVA<*JQfsVWsO*rfX=$Vw=cG(&*PO&H& zv9!(=tiLpiZWCfj1?qmG6+HjhKh(;TRP zJYetA9AQ^|IAr?fp`2hOS9u{QMWNki=I5aA93xAXPTUSNI2(PxMbCINw7gx$S-x4% zn&S6iW13w&hrm1mm6&CUT9R+KT6AxDafA0}2%wfn(RqiGQCDuTe?PAKdPcX+SW1>MJ>LQ zZ9h1l7BMF}W~1v`MN1N6Ka4|*JW#h;soSD5zU(bR9{3GpA|0zqN1-v) z)MYa)L=uJ^`VdRZza__K4oP30AfzYu$M3naES>rgJVJHBv47dufwV#x#eAzxm^2XLLX zN+1!NARbwgMnMB;vc!U(K#oTO^fLbgS92?OC~cHZgy&ilBAL7*nIE=mlQYWJD`Un85gYn0g8UmuP}K=z!pzkryN#ID+53o^zvDp> za>3Ldif`Q^p#9@NIKAN7U~+F~(f+Xls6}N9@Gh_hX2)ThCMiLLq0g6qo4S!iSf`QyOt{0@^g%LD9{hzd!sWC{MP98c^jF%y2YaJ z0Y10oVzh3>fHv9CAr-weIx!qtZ6R;%`b@vG>qL>zm2tYwW6ft+yAP<||I8;;E&0lx zdRTG^HF-8mHUV3N3_Xl_kGWs+$g|%vNwi6|p@1m0PTRWkNh}uC&!D9T;=s|0A%tsj zVGaI?R-sNutZZmJ6z^S~R9Ynuuj|mzScH<;#7`B0m0KB0=)p$XBBO_HY>f7+Ec5$Z z_+^Us%iz^*Z(1uRda3Zs>$=XTfL0IE1@{BAItz&IkG9LV%Z(mlM@)TYL_dBX01ej^ zcJZ~NDn9W@eTOz57r(Ms!YF?RG_vX_dva2c_}4l0mqNEECJ6|vpTDQmNR3 z(Ft9|mnZP^CNd{~6rig^%~*%$>D>O4~_}aFAVbf zyq}V;Z{6VTW{7=Kd?$Lzr!4{3Cs9ojyeLL{>B;>=#+r}c&4QkrT^|qz#v=U=0A+C~ z+FLeC^%YrrZbzCSxLt@rV*eY`a?b5%%g#Mn9TG?5f1;;fW-7cAK4PFRY4I?Hl~TXZ z7Oht;LG`BMcA|}~n7N9HhbeSnY)9I4O<_y9Pai+FUh?`?7irz^2vk0~Dp)4rFu?CyQ)M2wq1ru6HYl&kicy7s{=?oYFWwt-u6*_Y!tp&5uE8PDNqhZ{!2IjKte ze6}!a<`o0aOt-}y6_9vANCpVdl{wMJFmyu@jSF&}629?iqnXHyP%I<_*^$tMgq2G!#Hr1dSuDxlM`y#eNqnzp`@kzj z?W5R4EDZ}>Sj0l7kG8d|adNA~IyY2Mr=ZJxfHJXj-SZzhc#ES$sI}UH`8Q)kfe~T& zfNopnMMGeA3^Nkk7137^tUNatH%3-G;2u!p%Gndk;@C>mB&h8G`3Czh4b%;*Raw**mgC|pZc*Wo4s z*%-@`FHJ%m{tJDCZDg8RW<|-t6`m|uLl$$0!)%G^k`esVr=w3EJ>H^6?cBreuPZR? zOXV)?Pb5T!l3f6W-o#+CJrQ;D*weJ6ykFI~?=c0;@}7D9JTFu*2$*Vdk*%QgA$93^ z*r52&`$q(;L>_P?#Fg0)zEEF8rtpPHoEDJ}mudF4X8lI-dVQeb0zP4(lB6LbHP8Af z>5nFeY?g*jcM-fVMf#!{RLeKKH_<|%yuquNN1u$5clB@ld+?amb2 z8;g{jW5&bl;AnW9r89A2lO8iEW*(#N0{)qXjBa=M*!xg7TXNT0MfOL3V725PgBOpB z#nv+XmMx{IJ|<;#&y7xqEs@H&Bqw7V4K82o*LEE|R5m}fi(qykelaw*-)93tEDEND0aHW$PEp5l^&ca(GqJpQ8NNeptoy>` zcdOpx!DBC~)+K*Qt@>Ckkq!_ zlfn=mhdoD1JJvDb{-2vf-VPf4n;P~1W3JYKFxG4R?Chz3 ztofdk9Vy>@())^iHA*KAOfh#ho{q52W}v>+1hJ z-q(n^#y3rgs;6)NoL8M34?vSJ;eaN2mBAVnr^k)W>6!jgbJ@4)$-T+JE=AUR;UkSt z<=;+x6;W{%>t47f>u8RW(Br?P*qAF-7m7h{{tXn>8j#2-|ks|jYspW;vA?FFj>bL^^uk#i@X5O zQF-!8_}&M!bR=78^E|QbQ&mnh!?J;8c1iIsc=?xNF9P-VZZEKN{EQS9C4Xg6Mq+v16 zA6q;7-Gmj`i%2wbv3=42wlukaeJ?XQJDoV#jDhriTUHR)+qH?Zsadgg}NKM^S z+K)Ac@y;wQmbkA}_4xo+)#FFQS8&(e$8H*Am;~gjUwA(3XYg;L)qjHq7OGNr><_UJw5 z9)s`4WQ@qLhOf#0FcW8eNWxr=JKjwXuXZM(;jv|cW7m^IT+S~(P z0k04{BG5fD8!Xwt;*B_HPORRC9=r6qtGZT^5=hX;_b&c`=3_k0`9Tpz_J4~46r+XM z$-T*SC4fhf!F3LGixq@3pFKy>86y<@OeeqHBjgRZOz~GcctMoBA7{&lVB&E%)26rUVqKHG4P zdmJ>ZeoMXZ3~#&rwJ3|0zpC!>L4a{FP+&?1LRakZ*OgoTZy#8;%dq5}dj7auCVSB2 zGkp4n;+0CW*!`Gh-}M(tDi*(qTYX0s&K$raPEj-#(7eP^9=gxG!I)z)^JRck0(bC-Lz)*h1e%M%0&7v?3!DCGC?eyb^9*;IKeF@ z8VC!;qS(&;rm0cC+O&q7X|(!Eb@fR{_&4ix$QiZT)g*R}}Hf-F?5 zKPTLE9s6AU^SZ(GVej3>Q41jU{3t#l_!qLka`0tdX{pNG0qigtV z%2#nm!>O&#N&UCVv2G9Sl5qdv&9=v`9JH^LsL58%$@iBS@4D94t43C!UVQWTviK0_ zB}Mg-4hh0A^PnUhOeAB{}`XBLDIma%Kp?>s)^UiWBv60s!b%=cF^Kf;Yz_rQuzVa zg#hn<2(&SG8COB@5MK-;)=p<-u1}Lbw=SJh z-EDr8`AT`{c(>M;`h=x#y2Z8&Inz!;rA^UKU>C9~`NR&pDUocoNX@s9tnVyhZ(yma z&mqjJM)|}nT>xxg0J0Yg2tFBvlB1$Cbba!S;hIS8EaA5ydcxexV1%K^4H$ah8L&VtaFi&bfG;?*yP>6-09+>aPziQ8jv4~)*(eNl6i zlnC(aaurD|WKn7ae>*2CFNbx0hKr5Rtsj-Aib_V6PnSJv-cpd+sA@@q6mj?6`MXgq zH+!@EZ>PSm*UWi+{Qi6A=fm<;A4%OXjpF{cZ;@nT5de4T8|YP4cDp=N>6E7$2lWsi z42`rrBSTF;M@Ta0hP8eAMaT%Jt6X!!1OiZ48%p`T++L4M5Osh`+j>jz2x&WPgRRQ) z%AmO1(FWRE>#skJ^v{Ia4j)AeJ(e9W>?TDo_9hEf%q!04B@lJB^JYaQVLZNcWPRy9RjzzhV$aWb9iydN*{qfPs=NE@zd;;>zkskV{-77C| z7TnYC5BW>8o`7I;Z-wV3{^n@5qC7nrn=>V}R$u(UM)tuN?w*rb#F5I~Yu4{182lxx zx%v<2*B1ZR8Jp6BI(*hoMyiHBN+9o9{1fym>z<$?9v(%!GYHk-(?H`#m-@aHizHq+ z-;qar_C~NAw4)4#k@{eSJK|o?4xnDEYFS6r7--oj8OLoJX>pBK7}<{W z{+=Xrgv3PW(idoMr;XwT5s}VyTBw7VI!FwHNFcI4MlJ=atP>3-0oDYke&u zEi;6!7J9|=ccLDX6)fM@EC=u_z26w$dY51(z-hFiE(QTW|D^y~k-cjUARDN7Vc`?Q z<<-UTImbnHJ|KUf`a;Hv-C`H?beZ6@lF&b3DOm5|)yjQE!5lEfP%B$jWoxw??8tTY z`9ZTRZZu|`aw&Stt;3Tnv$Vo(T6xCtly3~puZ$8R?1|C*MlI7?ZSLx>i#lV2L49#~ zK0>pGK@se+%3P$$}c3$D$Qw^VS#C#(tN5IUATesL%ViP(!^0(VbW< zHV<-wGABw8*1_u_i+NHg2BG>fzz*JT(?aim)oUtY3hEUiVdVn_TK{5m?HMLbY%ZwN zxKBSj(Nq=v9>_a%V^@BrQR0r3udHPh5iv$vL&|)9xg`)ID>xWk$$S;B2W!>NoZ!nC%?Pe0QjFNYV#61YwfC zvwYbhs{?~<*iV_v8@qPT<$xWJ$2woaeVUzW$_Px0@l8dDK$@9SewP+H6WbQC&1=QE zf`||8v(t6xQSJ&)*GLN#80E0w%^K)8@aMKwGg{n)&uY5JYtv<541Q=KzN~oB5xR8i z!ZlI@1uOEpbEF1!7dZT{jhvd1-{zreUH8r_3&xe%wT0K~;^M?ch_7HIX5x+vTq(w) z&_$bNg<h4_CFZH;Y3OQ2~i&Dn8u8+N5o00P8Aq1L~3%693HP4q+IoEl2v zegn<>VI5hYzP2M-;T5{#o@zOD+RB6z@+L#URbG@ujr=sr8$h!=`5WJPFiCszq?J z9H(RJ303qJ??{Ua=|&xntS)V9644h;p@J+A3tWF4TzwrOhVci+fijJ6pE2!EJq>U> zQ%`d=?-Cn@5pwA$lnCQmEo*1^7^+kL>2d;bU<&wfky3+Cd>A(2j^{C zu=@_{{O6>g_b^#q)nbA_{yG^;sL}Zx#*`Qu#lh@)klW|__-QNQ?j12 z6@K#ppb0&CmlmkAMreYaxY&vh_`O8z1Xp-a`EQG$vMy#Wol-+d<1ag(P6)kFvXyj~ zncDNKlst1Jm2s?K@p@l&+iU=i_Wg%lA})Lu=kC{wX1 zD-Idu-sMuhYMdf}n-nsk i=1tNY z(YreoE;yq8?YlAVC%Z%hP={fkR9_4;Y#x%x9VfIX@I)L!XLQmgtp2p`#4DZ8Pe>Tm z=R9h`r51ql6?wX*`hJT!gYsw%N= znmrcN)!@){bETk7!gPDYQDMkDPqE~|g7{{B*UaX5T>d)HcgBNs(x0}Ln=CY1)|o&? z)YybY!-d^(5^iZDj$`5$<(mTYFR6HBftn(^OkZl@9f7HIB?L%oygw>~{FF(5UY

eR2V}DN=7l_v^U7kaX`bSq>j{>W$@p7WlP*G~x!m zaHFvE$exX|3;L>UMo=s0MU-#h1RHLcvs0ldVeZzrE_R|X&rQTNxQX+qOsm2Lt8%s6 zrl&T9&H4K3;Ckz9e%y)N7@Au%KyF}Fms?`>R+kC=(r|GJT4VMfYgT9YsJY zf%o_7P$*`wSM$Sp69s7bc41kJe#4L%rIP@ zAo9}1E*S=SaGX5mec)4N=N^qPNrRL#_AzSl(L#;qFVkn&w0zHSJ)jfYB$gU1f8DYg za@H9{&*PH`uRMmOD|j2IGI_-|+U}Oal`j{1`;qn1Tpx8wh92fw7HdTfuhSyd^$7wL_-x9CoifqB@A$dlTfJlkheV>~$=#KcEz^SW7*fe({= zsc5W18!`Ii$AGq8d@He?vTKS7+Hp-_k8R>9=MrDRwsmPr)bKV1UtBKBBh)`ZagP%y z?_GJ<=GBH6@zj8SmSDYy&O#!-tLtp82rp<%UT0itD}}Zv)wHCL0g!&u95V6t5{HzF z0ik9m6sbA0IF=n6AoIM)56eEAfD`n5HL4=o$b5Dic1bA!6@^T`FpjUYeitCKkX_=` zg31{e8--muPag5x9N9w0nxXLXfEc^@+I_mx?sQDX)(_6YFgm`q!;+|JW1Pt$yG$CB z)7(LHutH>~9D7QEF&fsGM~AtT$8T|Vnh4=G(#YCC>x|;=7wXzEq5T3~qy&kXhWR%u z?sfeibfQ~UL`NYld>RnNoaX0uRKc@P5u2(!3CqFCu$^&y40~|K`vLm_qsTNgu?F#$ z1iU!B?oULPzfYBcc?-6gZ1=)hDk*TgO5X%6x9_d|M;S#+he`+|F#m-hh>N*X+=g>PN(>^^|ypnsJ-29VuCetDLKw3^EoJc@{ zSzDNoK}5r%&}gjwDuMpERckU~DKDl|iiz-8xOgCcC#7;cwKN&p=@r%2xtb7F~jJgCvo)QPM*WKhoK=m?_^j2<c7}NO*is7o5?dc#? zP2@(!LVmo^=Mh`sq-N3a7Zmn)`sDjWF87#&Y_=~ItoyM({1tfDIgU+h1uk!?2+td+QQR!W`Oe}DJSe0xIW-V6P z>YI-lD7g4(so<(#8EZ4b#I~!~lQ*WK1-|7kZHH>u=-TO#9#)4{V7b2-V(A74N$ag> z0yX-VJ8`jZfQHwVTV0?O*zz*wgPAsEXT*)#(vs~)?SgovMawCMJtI|$dV|c#A9$bU z8O9vx5BDzu1q?y|91~}1v@I_p)fK3dERIj@7d#YaGz)=kL2IBP0TrE_Isel zPVM_8TY7}yuWkKnrN8}cN32Vip8mBh*ZB+oN584vv!2HAk3J_3NqRkCK6B&{ot_sK zG8uovfOy-}b5D3<>pdk<84Zi2SBhU^jj$M9S4n*=hV#$AXTvdl>P{kYR_oAm3g928 zdLCREQb{OZY-;6+%v^%P#U==yfB;V2pstYDCmk*;+IG#_s?vFAXf&FPcan400BDD;Q=jCwQH&&fn>Oy6S%2j%`fW$=YC-eZL>X~wC=HnZ z(zP{4ZSY%(rY`UCA*GGMl$Q5tbT=zEYIyZN&jfx@ctqTf7C}B|p=UBTTq?SJJ-0q&*{S2D3b&Xsr$Zi{wHsX18#!IZfU2g=8#VhNaV*puyA zU9v{UX8ImZzcxk<(1w*Gcc$69l9)C*o_h;BEn}foANc)XPGxp4J|g11OS>HQ&eLCJU- z7ceNnWR;z(XmwABxMVmbcq9ic_AT1DFOEUt+>Sxez!wp#v zeyvn*G5AsZ{1gW`hQXoycnzdlyu{q!PV#b}`##*TeWCbA8^XR>gz_Lw{ztjesgGCo z;tSJWj(gEfZ`A5oDW+>=DG8Fsr9~-mr(>)RCD^V0nBSQSwxXh==}FSlWT&q}j=C$j zq6lvh6%NkBNNB}$yAG~@m7}e7sR+6zKFxy4`h;&%t%B|=A2oaD$dNE4jy>Z7CS9Po z5*8%Br8p0;C5(DBBlh^E`5!bn+r04EoM1&5eoiJs`pZ<9s*;j1SYZNekotm9fOdNO z!j6ZQSiB;%ZO9Y@s9eD~^h#FuNn9HI3cQeGC5dS$vuwT5zS4_wA-97(6<>FY?O`F- zHQEHULCb@XEv)MVJ1v^m_WQMau{IP9*Owp1op?#9-JU#R)Bc;Ht9obkHdS=KD7E%p z-lM~{BTOcDLLKYwDC}W%l@9%&;5O-87BcxA0QrU4`QstQK}JgMJpw@jTb z=I?=b7ayGzYk$eM6!a=$FJm(9*#8k90tn4Aw1ukz9_%g1c9#cpz$d6$x!8wJd&F+V z$9LiKRjS+Hzbd9WGU!q_m85-lE-7IBYW7Q;jWVWRub&hsI1;4~;RKU;5$+-R(Frz% zFlw=d&xV~%`nXB^1U#XZQ3MJs8i{c9*kQHz+Im9c5mnYYY3JHnR$Z*`(9<)oMOiQT zjcbf}?rQ*+uHbOA13OeRFDFUAyns^qW8Y)B95h%Zw)GFcd+(oj(*TE zaGF5FP0}yk$+t@S1QGnjVs32aJ-S?)B0`$Ntki06Ak~;_kpV~)Tg|472u0>-%mN}}v^~0@~(PoMa`iflS3&rdWsFt?XXx01Z-aSq8G`WsyT#C&xtSb+$ z6}ll*ARPLWEnbSU(Qqa6IYbHHxr3|S9FrZgEV6Lzmx7oroKRyMhGj`hsO5qzaC-J1 zTBmrOS5ogbM@199V)dPvKZqnu!O|kjcCO5)L+{5t#A1SkXTw4LZMp$5;8`%gWlxfU zM`V7VT;FImUQWyU)UGm9sdSC1RX$>5!Uq;Iy85Q?sN{vKBdc*MsUGn;PJ`cVl02!z zrULjnN8MJqFQ#AS)lRqqJU{oIDKJ{KUsK?lFBKeqM=}Te6yOsMQ)%k_u;S@7=$4@C zV^K0rX0vb(gpFe2w-?-UL)x~e=soYyl_P$A;^aYbW%NIh!E`(jW_u^br5O@B%kPhMgh)L5`=eVSr}*uF#^R;RxKwZn0U0C*g&v%yD(n(HIbcd@}fne#}Rrc8qX19I|Jd4QV_piko>>$LJ`VK>UU7v?BIGDdBpc8aRJ% z-Orz({;Mp?t>H>!Dsb<-5VT*H%hfDXr}OuSQFL1>)^G(StK_j_Xlsy!rPqCDSusOr z0e!$P#VCm{J^Io>mu#1T4L|P!3J&#WxkGCv#XFg_>xf-_6^=$Fx8uK8%tSzsTBAL- z6;~2PY<)|{&8>n*FXtG;>>s;=n`yEUPw__Q##(S(mU8KI>KKo*2+X#grJLxu6i+8DSIKHF+57^jt6y%;&>+`*6@arID zL|n|&veomd7 z`g-}D5qkE;1>E-YFYrrDKIb&9cyWmeQVzGHG!%%Z)`Wh3zjpNLK(X-n8vt!y2!30~ zQmZDn`*8#}R(e#Bcg4UjBY$A`m)Vve8vZEu-17P}OGJ>9@yhN56^dP1)Nr93`EcLQ z_`Geldj95j5yCk0jf*1V2fC%{)d68Su*+37Gj%9|KKG7FbWNebpL! zBd6qgSBr~Oh6-wWo#vSM#wTPHK&w!7daSr1phq|Ppw;mY>)JtOan@C9^A1_aq_Bu9 zQv@FGnbX5z2>$oMHma`u)l6)4t4F^Wn#~MZs(aqDhU{BP%(|#WzsdR#u%Lb76vy_( zUA@2~-CRI?yBHZVy53tfcS_~TAxQ?D_eGI8KgEB1;}VlGQp1ZgwsS8Iu?CiAmvB&+ z#r96wenQSAK*9m8Z>1=QpBz;FvpLtB`*Sdy43utfg)d(zyssAxoSMw5G^|mW_$lMpj1ODY>9U0S%xFo&pdYU;Nla#0~mnlHu4c_7sgW!sm?( zD3+DL)TKH&R?hVYV4G!@E|=u@sU}3X>c=3N+v!3vffJ@_@exXJ;>x4Crs=b11xM{w zT}!!U^<8Fqaw|BCmU1m)=P8+Xz5$d+xk!fQTB(W~4?^G+KYYy{S8B)D)M*r{7h(Bc zWE9t1lnOuzjaC|bqEP=>I%4zM7sJ=i86--v#TWKHJsK&1taU}ty(6*{bn^!`B8tlS zM+iwe`5syY5gHNZkwHR))s4=`3N8x(LUr6n`XrLQQ(s|}za&T*9XE%>-Kg8iBOyvv zhy0(T<|hkYBt@JewpB#YxtzE8>AMDIln`r*{h@MQ#dG&=fQ+c}i-HvOJqGPJ4M@IN zcHV&SjQNX`KM5BwR?VpG=tX6*i2&d0=D+KzDxj_kbWF#Ci;BNw00{IL*NPcKF)Ll2 zRb)+dpO0Tu#&_!W^zyL2I7`VPr9MOuZB#%V~* zpg!IkBTjC?SriRKTmh619pqLXFyJBK76miw8!zHKmE&bc-*mU$vk3#x-bFu8HV1cz za!gsL-ex(!OUd-Ym!$N&R7Lzf(RKux_38ll`#u-*q7kdqIHqjFL0bjI{&3Tyn+!gs=O_ z+6VH>x;55pYW#d4K1q6o4>*zcEpYBMrmg;)s?-hWCxI4Y6)!!7n?fet?$dmgpEjJl zXeBnGi|)G(D(Jh#uq?91bd*`f-->#s_ha$u#M8OL9~kP!NWOJ)?&~qiM2~WQLpfbk z`!e1Q+YOFy}3pcB!MTOnV`T0ZFl+ zP@u1qwMEW-eUxD&w9>!7|I7pO8|-y_{%1a8ZMBSC^X9|d?*CI~*v)+%z0PMSc+)VE`&Z6Wx6AqM#<$iKzBzv`Xd~jY)v5>jvV}I1JPrYn^7X?-A#llnXeX-<+pT0(NRcdn&ff{ zj53#y)X(hSM~A{4GH&!22%D49%L+Zad8_4k=b4ZGoPZ7+VOPnoamqG3nj!h>$t8Rw zl}QBmnU^ycty|Q*FMfM=*z}k;=@Sxb>mw1$?Rta@{lYBs()43~K3P>}9AX1Chdjq) zc|-EC_??fl*Anw3$vb{azFE|Q;MYkUyWccY@Dn-s)h@??bc&Jkk_z+em|HjD0#)lP z(@W(3&+gH?m;4$6l3y>3WQYBhxf;(brXPN; z$Mb;7`IY{9ErMJrs@u$RIY=M+s^9bUyhj=}2!##hJgGvidcgXi@1#CCuifZZRdV!e z!`UNO$xEN*Ml3sB?4mW*UtN>ooI}PXr8i~CFwdS@J?aLd!k;0%-dAR%o8wK|`@NA4 z#u62IAl*5T{B%BfVggPeTCZllC?;@L{er@DJs4s~>o&KV*%*(8USa3a~Ti`<9 zm++nRbCVr3Z%&c_LiL_lH~Jw^eD~*e!VZaDRcfB5lO?qbdV9$D?Ky$pD}t*W*{g?) ziR2j{2COV_TiI0?0xM}0!Nrn2@@G3y;-6j^0wc>Z*HUh=E$t)|x> z(rx5L>`yNF>thiu>6f^l37_E00|3G34xuYxQ%AGQgT~yFkiOR`2Wd(2>E84Dr_CI5 zZ9@GS3_=v$`;V|!ZI!7o`?*T9^pFm^x!X}%Rji*(5N96f$zJrKmPCeJtwoB?K40OO zO25H65b}<0clU2e^hDm;gbgo|OWMQ7%SAp9UZ-foXBD>IMYSSnlh=k9%LV*gV#>_K9E!_z^(9i;!=0IoQYUZ{Ffj zr9(sn7f5@h`|Fs#4rx5!p=~uRx{QIJ<>mh9f?%kSy!t~+#pVZ-?R7}ncRmF$xg1$d z*UuPrf0zG++AZnH7_wQ z-`somd$^Vj4$9<>pCsgKm zwZoK*JYKsV|2Q~@yg?#Qh$DG#MKKHYPVSdFU_q^W(Vi=4t;*oFxh59-SCv3(r; z4*B7;zC%?GuVn7K)pfX@lVl37lw5|ZXKK&iqxgH5i!e69mDN3N@k=0g)~48-8z9y4 zLEvjJs-wq`@x)Gi!@d)h5tnr}(KDw}uwoJ&seT{;}^BHwcOav-zlV$YQ7CI92jR^d~`;t@RT_K;)a3N9hVL zPgK=zwAq?-Ag#QLBwBo*8lh=t@X;qU-fZ1O#zpM&VW1G z?k50|ukrNGUm02)rdxX^&tH(U=GZ%+e6hy%L7(K_q60*VA5}5)UJVQ+zpTw3qgD&Y|TbmbU?7+0~GGDvbb~Sh5bq*{-|R^bqY-&+T898 z7+=JtA7Fid7vg*94kO>ioCeA7^`mSl^h!aQ^4WhxL=$k2xW3(#_c)sBR zIp|e=-hm$HuiF7BB>1lFa(G&zp2t4%x})tAzidG8)xANI|L;6gd?6UM(@{C`Jy`bl zI&^YZXD8S^ci`PfL=Q#kP=2oUBfB8)TbxceHjDfoHjSrUNYcML(mDCg z=P0D+*+uSlHa7+|H~H9&w)_a9UcVKENmT3AF-ZGiePqsigFn@BcqlA#BW*?vNX4Zs z@HOwe&EbBZy_pf$i9;Je&C1b-KoVnR@{8GH(bt-buDjD18gZrL-)Ne}p3L-a`Ix$w z^;%){cWIRjK2?1V;TpI}JtD}M;`sG1#T9u%J%#um5=tdPAE-N^{QprsmNm^1GG|;@ zV)Xi-iKwL4A%e+xz$i9=c=)HTv5J*rZ9Ln@_u;ZX4v^DceYfU!(_U4KP7nd|<(;k? z$1%Eddugwr27w8-r+_j=E?#{l%c#D4rGjdo1_j-e#RlK61&gHJs|U65Ti=lHq;Xfq zzA?A1O+mU?cBP{syB#j(Gnxkh+fY6bC|Nh9EvG-*ogSK7xOies zuqS@m*YBHAhqn5i|4J5&T)-(ms=T~MbRq8&5M4ST#l!~56MP=YxS)NHr6Av9QNIB! zWci7bxi}8>xA!!k`=@u1fdqZosQ5u9?Sklm7v(XFsOK|{!mZ3I|M+rQ8o$*Pcv|)n zX4>C@ukmW*Od+S51gx;ieg~&UF39SHkuIJ%+OO;Q-9_EY?e1NW1v^r(1WmKU6&EwL zB1uaZpa`a&O3G9j@r96iCr`9f%E|TLf$9c?O*tv37j@Mbz!=zXK;2IsT56Hi4_t~@4~nN(mXk3uOUuHfNygT#`5KAeOF>f(G9g9~ zbPSsu;)5>In`_D+jSb&^$K3=MU_)GrhMAufSx)$cuW@$Cv;fivu1L+nB?yBeD7bdT z1SyV%y`D8{x|c98^Hr73rROVU3QBybo6Mxe9aR*PYKXj$xIQ0iyWTJl>>Mf{DEGC< zu2#{NZ<{=KA$~JJqN~5OLoNC%3a}b)iod}Y22<$gLDAq2?*LF|89}e}gGKsz@`<_v zpbv&3-x~uLmC5s7DR@5zeU}@as1b`A5gyf9K}}(T+u&miBdT~Lmk^ppu<%d8C9$#$ z(6UQlC#GpD4L*`uU+dO9iKFkkXS z|D#x|=#Xw5f1fU^f3IkA6K|-<#&Ra7rf!%c_ zDqJUVR=Nq~K58mNga}Eo@}3H7xf?xMB-KGrJU(3zMpOodslHkE*pxR}x|gV0MVFEt zj4Wo|NcgM)Wjgx@`1-<~X-i`eV4_^N6TAkSLUv*(TXg9$ z3D??9PGeBVPbHuNt}&>8JxW!r z_q^Tgu-vf+SEw0}KR-q!55*0V{Tq|CqtU82WBKHCCxz`lif!#SXvkAgd!=z-uV-go z*|GU5iuq74tCOpQU3LGW^-MpxWh;htcP+%Rz83!JteFSeqTMRLJJGsk2X_0WOR3je zEahoPRy4g?h#~V*ixMR|hpu%;7J3FUpJW)>WITEy{?Y%I}?ovcwhU z3G#s}V>_?%Cx)Pq!r~Qy+#}_7gCx>=_eT8>^t%dbsUVBjWz?;p_4&?d9(^z>vZS(tZTpuZ;Xf!&W`0G_?DiFdhm#)N*5@u0bZ@v>_ zEX!^zk#_3LEVoBskrMXHJ~1`dBC`)#XyI`S-uu%^3wzh2MxWO+Iax-Q~p4f0!3`SDFOG?}I9qZ4J9^lay^0J$yla`_Y^dureX ztMJ_1jR=_X`$llLX$P%QImYdg^X2{v4XdqPWB(U>Zypcz+y8wRArVDUB$XuDDrILX zp_0g+H6;7K3zGlkVl_*dIwjrwV@6iE)%PmSrFqC2GZ=d*;SA3i^Gf9hB+^`)s5lC^^eK z{+E(71y1y+UawX^J^xDR*9r`F5SI>3`tzlt3scg7C2&{Xbq~iMaqJc|eP{Cb9ge=V zvR65ELRFG8Q=oCAl@vr&u79=4p4pP`+Jwma@w1a!E5=^K@rxe=nACc}2P|=2E^Wt2 zik`3`A2W26({S^dLK`POkXgTNSdiR<>mK^L5mhP7*8RcB`#Uvv9BGDIE@>6uHU-1? zvTZh)Nrv?grr`}{;}$UALHzWNT%SwINz~^>k0wkSQWcL0&$F}H767IoxmmELzUjqO zpo;p|SKxfu5LnUId=kG#D?g)VYFIg4@mhKfG+$ZTtWEU#b%$)Pggtur;iyt-{lIQy zAM{&&ckcL`d7gxUBQR(hdA##14g@&0RmkoX*O!FIN;ey&hb!WS4Q!5IuY$G^up5hH zE_~`3!n(tKg*+KHkMR67CKCInmX`3GilSfi)U&2X#ZYC(WcR6;arb?rCUnys72zKz zD}wj=*q^-O=!_Rf_=L%9;oCM}iul}YAZ#gcqg0@vGa-kE8FJOGRAJkSQ~O=#UPU>t z2&bZfm?1=NwD{K&fg17J;51%lYUJaa^edNgJpG7mNfv4RKJcxP-0&TrE{#DZpiGTJ zLF>*LIyUnSLOWRdu*NGpK*YMjeP!I)Ui$)^$!zL6`n&@Q-s3)zEuZdk2Nw(RikYr3 z+BoiIifzCEuE_o?eixVw90su?(@thba6J3F;^^EgOac+#DR4X87XXo+>Pp(%0*MC6 za?aDi$XBTFF0V$x2yUm==uk|N-_mg}mdA61!h+KmbjSVVL^Cnd{OJl=ReDFA?K6qm z3+L{OF!*SnzA`!p;SJLq7Wgnpe^}*UW}zhnYEVEWa423-TdVl*YWe>Lh10$7*{SQjShyN}SJ1e+kuqydJ8npRQTbCMJQ)o8-aUm$zFIib&*gR@Gu3Ri@obXMJ zwNK^l?u@s*iNx^l0#vCX8)j z$wV(;HjpRtN+#v>)_bLF1_1R`_=E|)B|M#g0FpKs^T-DIeD2}Xu?R^Vg|>@Se?0{d z$+&dvYl|#>`&tG0HSbZYjkxtDbq~2Aa~u=OO{e>XizJzFFR~r@d+lQ2%ZHxzRam7C zCc-!3D==%FXvr=MyER863tV^XFv@R19>;O?lzdg9;RQDt)oCpu9I{H7w4q>?nC5XM z)ViymsxJ4`I6M;u+1z>QZ5^ODT|kn6LN>g%;oupL86j)d_aoZXHz6?4PuBU}645Bq zC@XsAuC7TMHm2?_oip(ATufG?&z^i;A?h47WmMM zT&cYdXPrpAH#AyYFD&bV@U5&QtcIzQT5_KZV522@ImN}W1XW3FmTM5$yYN6KXWc1% zWOT{7iG|6J9xXQ-us?I@5%HN}7;tUygjsB(!=be}G*6!uPNcL`{>0a7; z#0rC8+sVl@m$8Hu%q8QL1}3^}qm9bd=&9$Q{4I^)$>ryTO$ILD(>;#h@{eT&qeuMr zzoZ@@zavj!M`1a1&K^St=-!bP$YCT83j`>K@X&bHy}~LTdwdh@*RTMA7f*N0sXhPr zcgpnLo_vMnUs&~hZvs0vT+yg-o#O2AZp6sG`#YBd`5B_|?8;67^`MYAq9E*Z`{|tv zj}FRx?R}X%B!;qtz}3wP1xfQO4kTR9qE{c(-&Aw|Gk_Zog2u3BXF~U&eZ8zy8kE!? zXrWqyHeIhAwG@C6jbV48yTQTltYcv+7^kFHC4bbrS$jNvfSCja=uyFB=&5&w-|w|!TCT~Qu8Zmpm> z*wIw%_7>d8^ZWlf_5afY;*9nD^e8*T@b@o)W^)840E`ru7BT^{IHlw5n}5L7o7NoypayR-|u9DS=3xQ#ZIUfi=YwV&F>RG@jdd3%IorP2l6QZ=kQ z6kbM=N2KMkP&ribT+WSGmNf6Pzm2HzT;vI~H2(bDc`M)|N3+EK@mH0Ry;R9`dEZ6? zNm1?B<8N$2v|6&A_C^0eS@vL+3Q#8A4Ws0`9)8TFrF(P!&(Z%r=<;lxXdx&e-pG^s zJ7b}sO&NJSkZIdLYU8UQt0Ee3jb@=+=wJC2o5y{!+jkJtB{xTJV{AO4AEx+v@ov}{ z;dK_XMZEYwxH8xaA^GXL@>*G7DiAWZZF3Su@~T_adz2cVf(~GkxSaMgf^}%4VOM}N z^kc${@VwfwIGAJa8fg2`Gp<`WM^3ayYQ9SV&d+2e;Eh0fxPCm*I9+?WB)}9u@X=(DYQ`{n^K@ zpGM`}plolhkZ>lfJLGqFNQw%gpKpi1InK~aopf%m8y+-YgivgyQAvc&mB*Y$w87Cg z&o&D8b`2F_^F{^=i?enb`!8R4Em2E#b_;Y@?N;ZyOsBw#;?26m$vC5M_1lv^BD=4k zyHC91WWx2UO>A23m`k&$+mqpb>&A;T8)kuCH^s#9o4)Dk52RNdhhT;CmZv2pQ?0})?6=M7u1D6` zDU)ho`O&vS2o8PAQub9&L0}ok>RJ4OhY)0Ibv5I=YtmkCPAH}t_(#1XW?v_NWmZxn zpWSYX{X-JTk#`A+gIm?^4{rMMt@`pY|7MRi$qVEGa$+yhgDdp~?&c)^!D#?2@#&n& zIzhfdTI-yJP}rltw)nr;BhkOuqo&{NQPhYSpUhUXkKpa!LHv-pR!pIG6I*=`^ zjajeUT%on{_-e>vo{rGt_`~B6?3~8nBb&a#cMjgOrHdu(T-tKMRm2JLsr1tXJoA8y z&$1bJiX84Cu+LH}BViZkY~~i{d`Peu?t4D1JR8isOw|H#cXO$qZ>f1p?@t5P*HLci zc&Mlbdn!_i8gq-7E4Kw7;4|Lo|}2| z0z;ChDT&|o^@%UVVy;;TwKGFAAA0KFfGjlYC?eaFY)ETiK>mSaABA!;VoiBR3;2u4 zr9cw0CFpm}6>yAA-(QP3d9)2=0)DFe4?m?vv37a`x=_Tk!bFH>wgY=qr1!oym@a^+IuOjkw-ymq;#r<*q7a8GnWSM{aN{M z<>{IXba{GMOf}LZzX&cyM?Jmv;BGJz+a!tE?SMtQW$)M*~IBD?0LI_?rFo6<*SFy6i8y&h&P7~jPz-!0a;ZV>I>vG!azd|AY; zV2H+op;2e)n^~W1scm5egEE&yQ8!X{P>=3X>AW2?OZ(N4J)&*gx|O-SxN!GN>Z!rk z>aW)NZ&rxhaw2!vX}M{Bwil1#qPIF5t}&QF?U1kd&UfS;tMO#?@|}yD!J6kIa!`j4Ga>T+U7(U&3wMf6ga&mqV349MSJhB`Jkkc{mZ(Pd}GCwJDh(_ zwJOBt1nyFp&oWk7eVY41SlfhMeR#rdnT)URHd&S4d_A6ttp}^id~&T;6u%`>D%hseD9Q?`DJ~Q2{n%peq*Hf z(X@j6kxsUwx3;1f-EeZYVRN6GPHR#;&2;x5wR@C;`BC(w3nVV$*^pBxMxd#e{0(bW z-M$<&6iZ`4$zE85h=kSfrJpHY^=uq2=MP&ceE%Byvm`i2)$a$Z6}qsR&Cg2XOEPgM z)NTo#7q1t*=8dGOdEI4cae^SqL;aQcQ7ks++b7r{(s6zNO&f>g_P@m~kP}rSUkAE*blUs)bEt``>`U%fy-H+}ldo}X)s~OFG<-I4x`9nQ! z26)*%yM+fqrOmkKL}A&s4aDh5^(5BTuAH-Y+Q~}9#VlcJY;i0Bos9*UAhMBD_#5d zgSxQKaQWxl_q9@N^nwk0g!@c_inKQef4Xc9nK{>t5 z@A^f$7MTg;1&Dv>`NUGg=R@+l`tF;7ekweiarB}bh@P%KxorId$D?=bifz%`lhkT< zprB0RS%qJAXx$PQcuxPRxQP1l<2z?o;XiNzPRGC+?@KhSwMIU^uk?HJ2042{K>aXT zcxBT%m>HYdoUYC<;iYCzu=kEs3#zpY7dGFWroU2YiJLf2<(t*0sHQ z+T42{>Co{VOd0H>v=3;9&*w24lnI@5U*I*)o1I||Xm zzK)HhS{NXBS{F6*^&LvnV2|&V?!l|;S(LB zevG3@nm8PnCz zNl?(H`Fh}QL=7^N8p*M<=BF{BKx>ik3X3RLa&X2F9f&#xNGqD`<91n9aT)_nhcweY zui8nNzS&M<+3NvN3U~)#N>kEj4Id}sK-f#hh#JxoV@9G*eVcn%>z2;5S5{`_{AOV_ zK~ChOlx*fr@CP;I5PYOGp2P!o0=tL)D)#9&dT-e_eJeDE`}JlfEmDjeQ$)~jcbR>BqW!U}9B1@LAsJW3UZ+7?58Fbz&yF083P8M{R` zK_wlr!fDPjGB6Gbdv8J#&vmmA9lm*8xScFFEYU(0P!V>T*q7Z=ragB@&mR^wG`g4|u zuZM`r#ii33_?*nI53c`HmTps=%amYa(JwdX8h0-8%|9{B0rLIe1?c$6ipXnR*&RGj zZ`H7f1tbH1J^f9{&{-VJopyysMTvhSB{H6R?lwkw`W`Q0!#xcjV z^Zw72&$?LtT?_3$ul%hH_y5b$=*(@n3MIbm`VE;lC87JPiEv{_P425& zGJ=xi_T<1kT!=b_29oV3Z(sUDGwg0%x=iLiJbBp+`r|hHlNZike?D$kZ7n}E$#d0o zY+i_bH~MkIGis}_L0IP5{VCl{;(%X_3<)t$skVe{CN>=*_61YXaw&#}vwD`Wt?W=R z&4D8T(**Me;jS_0JCHxy2J2yb!>?Byu2-~5K^yN`u9`VZP$rZtSSw*x{_H$=itxX) zk9*8~mWZGu>6M4X#KNn;6gnwM_$Utvls?S8y`XRJ?Q^cI!aIL zt%tjgJ`Mb5m-s^<4;T&mqzm^0T^pB0%WrO&<#)QU#hw=qrg?={O$0s{wLw5OUSq27}%DJ=h0m^E8NVwz(#3G z`U06cC7o!K$tQZOQ}~y(3>UX(Pi2l;vMyzv1ae>N&7vHY1F;&RPj=9t<&?EIlUwn? zpH{%T{xpyo0}+_>%rQR1v+uX`$WLn_oWjGXZ+t-F=iU>My>6G!yF-%xe6;E6wB>DQ z?(YB4nh|hQ<=2K5G+Ic>R}3BK;Xm1%bY6Jh$tC)K%q{8Q7>c}#+ENO)!k8G2)>WJbp}ZMT#TxrD5j*aJ0}yzJlXVa>>aJ;9Y9 zirN3B?&6%O`EUGQg^0Rf=7iR;-QO}S17z>YuiSqFd<%&GX9QsWmFSC=0NInYPk&{Z ze+FV`C8sxnL;T`h`qR4qAZd~LEzA#&v}8~V->`EvaeGKRB2n0meCLaAW>D|Qpk}-O zH@tQmkEQGTFN58#kp8=Toc`{vey#KIuoDu0mJMA^n$?f2y;~#Az55u-kv_@N2c5dY z@_$;~*(%^Xr#1fBX1|gU&v-RwIcPw%lnRy@Aa5eVObKH!6a4uf#?Nt1L#}V{@c~kd z5=BC1<#})eT6cOyU?R<*y)$W%*U_jU%9l(;(J1_`n9gm zxT1CbaV`6sc1KnB(6cp#1JBJ%L3#O$_9WZ7D|e7X!j94HeY$MjeCyd71w?%*g{b$zwv^4^;)}pxVUh8-w&qe>k?>kEnXMrM zy*yzc;gKr#!4JeH$|5$nWY^aV(6kFJ(I;kA&krtAlRJ1h22Pm)GAs zzeF*?6Yp^Pk>XN&-QJ$y$l*G%>_vy15AivMUipm*GTTj zUv2D^ew;5~zJ)VRp|A1vw=4M`2(vqk;MN`9)z@EFD|?aSb}p`l{V{iQmC0>7Hzi<# zXZ_0r@B4uf&by_1?8IxIpj#o^TDLEXFJwl2qvyT6#G`9#a|_xrn|zNVvjKVdu|9~} zHO3UbyQdtIp{SO7fiOTcjlh3UUOqN{r3eQoH)LNyAwK@p7) zTOVaksrluCXPNWn{eVFM5Xx)!4>=Zs-8p@o4Dtw%lSBR%VBkx&n4?F{D2fa6O1@@P zM%K4Ks>Sm=c%Ndy-Sb8$GyW>L52{;1hjLVa@Esw0TFaplscn^CSj90dt}2r^=Gq#q zl;fsTs4Tr!=7QU8hsdGAYZ>~}$e`vLU1a3pHg1kGtcbYD>rw$@CQ!8Vya!=2cOiWi zT%I?)r)-STD&a4Ri2HLLigy}6{w5!U;``vIk7ba~dn59If8LL|LxIOo+>}%m;h-hg zX@)fN`?|5pz? zm%d|8y?(&44iqh=lU9m{az2rJ($&m+ z%a~+d_ajtb?pi`_0F%^33f1Ct&$-0;3y&)CC$@MDs!}(fY%>(frJV(&4)3eGvR?1Q z7?(d)sS_J5HC3ov4(+x%jIo5oirY5`Q6$egP*N%B#8gxktE$WZlT-Q%20NJ|2Y_jm z@v$Q}e_(Qt%Ji)#4wpB5-MUy~jj^}tflA28UY4%eC9Elo!gmQ)1xn=6yMpu3CDtqC zuoJEjGWUB5bh%jzQM(}bUQ?uhPHt&Q}NKo7{=I7~ zbUN&wIMeeNZ=K%x##}VxIdkbu+u6`Jw;4}_E1ql(yh(%rr}N{-UL_w)zIpRTKYQ*$ zQ;u+Xk2wDQn6Eik=%;p8GDeCT(Wz_OjXK|r9&;m?D|d{v+J0o>2`QK^s8Ee+(`X4c*&l}LU3PJACUhU7)s315f7pb_L5`1rK%C~O%z zMlK^CUbEl8rHmr*pLQZs$!pRWsIbH=-h5p1%<(%k>i(bKeq1)rGf|a@G_0_IUeZp! z;c3jxCjauW;D;JhhLdl6Gb60B=_jXFjDdD6vQmj#h@q~2wai9x<@FG~YNG7Ux7h8? zd*NDi@gC{-i@$zUE<)CzkK(C4lt1A}=6ZtjqbB|MM6deU2)p{7aZ2|75= zTv|{--@Y_^&gZ%WnYciY$}i5)vHqzssPmBPD~Zd)_97X_^8tu?B?ikpNhxdD?(SmK zcjD3x_}X5-1ulu~*6HvV3t;-;AptvIyH#B*0wFXrcdL?S`H)AM5k-QAb-uOS#Eb8I zkeSx~P1>619Ul#zh!@3Qh{ENP?6A4pj8{gK z%g828qIVg;y-8*$89d-jK<;+02M=f{1)bpJl_bv*_OIJGq+EPx2A|bR{Nel zEhi$ut-{a?C({*+6#F6byJLF91jHvD<;Q^9E3$P0eK9#Ory~%9qCw>^(xX;Rua`J~ zKCY7x>9?6#X6ef*w4D&H8NwF%h@8mf^#mIL*$pVe&ZlU^KQtttUJxiIn1cR}$br}q zzV2IB$5GdRwnTbA!nQzmiDg)7ab~zhO@!aIpX<^q7gaxCSbN)v15QX;GWl6otp&_x z1q1q_#3tfKfkhs&q{ZmA(ehDCI0E&WBf*Z^HA9S!J=wej>{LLcDNAg|3-otSeMPM;=zR{N_36HRgSzB8J^P5K z!8>0e;*LJ4&<9nwmQYwVSw@&Q<5p%UU}mheVF-uZ(Q6!uQX^r<9TJTRJJ19^*_pdr zy}rq8sSa^87WOchqg*!0^0Dp!m)PTWGdS_cbB= z9!L+%-Y9I(4I9xJ(&&i1sNPQZo=LA@UZ?P9qF`PGqr(>>210hpV>32e&-71)HZvHh zjTB(d5~F4+=RR-OrdvrBur3}yN5}1a8JQwy1TC_tLWxW^Gi`m+rZV_u3kw_|MdLhX zz4oKH7YoPa+*DRl0%lbFZ$b~BXLS6Q9LSI|3k&RA?`t&chwVL(*xU!H@}eh1{3+T^ z7iK=q6O=#A5xVz|lZe^#h-~G=(t_G-s=OPQq7G$Ih28QW`)#13yGY?xqPXxD!yT91;Bu+`CaRG5qBf$I?i8hXl{At9t4B0#o?dY1RN>BVplQ^{MFr$V zAiV2R$y&w@Wnfg5y6fD~*%7mm(nY7V(BDHno4v51#|P!O>7u)~BgdOgZGO@+uby%j z5ub8(soi8qOaSaq@wK~n29bsm87oxU)DLm?uXe&Hh_<3>6U!l2`^?wpeJnL_7Wfz~ z9^F4$03V)@7QA9`Qz!e&oe!s&jK&eyR#V6W`WjHd05$GL&SH2T{8AKA1P_~DpWp4q z@)bipMt9&qgoe*J&tFy4Zg0r*KANgMW&*ws8MB}59A#a}JsrJ@0aZKD;Df!b(8g7P z&8Bt_KRlsnrV+Ly1 zvuTU-ilw61Q&pYpc4=jbjvZPDLGR|h!*ZHUSMZ=KS6Fq5n77rze`f`{*sT-aVni@) z_IYYtvs_jN{66%h@vGI`!%o+cmEo8^Y4~y#-abwT_DaXl&D;yng6GB^31!_P0+Bfi z=Bq5Ak-f1cX##PFJmH>V*R8OLiwcG;k7lXN|8#FVxhA}pv!m^h<$k)<(AT&kXQ`<& zcmLWm8Gm6DU}VpV8%@5TxiGQmNhLeMM|0onq(aIPS*w%&g?Eo^`i(@#s=k0h%?=Wz z##V)de$^BSY(kfz_V2Z>JT5>XcTo@D%!;%dH1WTsT|OI0oM9^)Y_h6!JiUac`3 zO+KAcg(_8i(gy%QC^fMJae6b;U-?c7wNBwX8dR)J^H>_0gkP0kb0j6ic@eJ^XL9rU z7z(X1Rzf)%@6F1t`4*>+B$4sH=13QqO`z}gSgrwH$nR5aoY{LOzrM{kq}+6OJuhH3 z#=|{}x8`c7aN}%j@uHEPDd^tR*krQQE13>wFF90-5YOGSS=Zaopp(2&i9Sjh+aaCn?Gro zLluu(dhC2Vyzgj)dzdGwj|3yaw@efz$zi9jX1N)3U$*a>Bk<|H7kj6rb-Q#T%(0>y z+xKelyJ-!%4+}v-SE8o``C9bduhu2a#_JXA0DIQS`NZ45ryGXik6*ju1#+=ZZ2+k$ zdb($P&r{SOCjd|_%HAB`J*4}y4YpG*LJCUrU09KHR)=JEyac-8K0D98HVI!<=Bz0{ zBdx&D+kP4!v=OS)U!e%CVqSfR z=9j6q3n3=lOFTD+z@cR*wO1CpQy9;HRJ~ z0T$9gOmd|&^@nPOmFL6719J2npK}+5Ul?m;aE1iHLf>9<{_^AtXMDa13`sE>z5hLY zP_z=FqB>1#BkywGK6ehW(*G&{Sj?w}p>1Y~pU<5S$o_2pD;5 z6rr20xaK&2T+cU~7Bcgit;T4&!q?*3eZ2325~1mHam(Ae>P01bafGQ$_sO@`e(n=} zU92A7FHZdsg<)Si_e!GF^|la^OEp31j`JAuHpEyN5>ulf#4$m}*1;0f(tjS%j8!VlsWMb6s4HjDLSg8y_R_ z+N*nA+$tnbPfJuJ?NIKsPzy3f_V6vC2z+q^$vy4*8sx*7NmZ|ItOyF;e>h9$=L3r} zDVT{~xh>5xcySLI8|Z?dA5{JQHQb?@qqmTI4wQH7+h)IgW$hI`&a|_C`R7x_)oTLy z8=4$ze1V)MtQX@ff~$*&79bm8-oxy7QFZ>(OZq^|vv0_A4)inPr=Hn*Aq9+iKcmW0 z@`&igcn;MGjFoc)9oL=WuM)_#fDiImVbJ>DgyZmb*boD6C0ZwHu_LjS?C8-c?Sz$| zXk?5s#JG0oB`l^XIXz~2`|Lzqv7enTU6;%Lq5#BLLkp91oU(B3?WM<1zR=kFFWHd@ zg|H1j3=;lq%APdd>&h4 zxA#k-iZ|aUUl2Vzc`)ThhKzJWHtB=>l1SQ3+?|DsTBom4Oj+rVb(Od1Z$pO9;$g0| zi#!>bnqD3E4~l=fpmwp3$zhDF8N3V~Jed_47@>|l`_EIElQp=?$agKG`ZmfY`2qS98(?`70kpL3LM-^gtF0I=XTPB59pj^C=q- zX7*HG$r-{9GB*~hM7{XFh`3$d#g;O=_+&WZL;NgpQI+iA^(i*}JhS6k<){&o2uK4K z%RW^JW0kOx`wiRUHr;Icty29YRq~o@UIgDg-)Ae8F-zY)j7EVb5?|^fwf7HJn6BLV zE7d!x9+t495VNh9$|6EaTyAl52*SL0B1NvMHvD}P0&y4ymsUeK%Zf?W(BqgpuM9r0 zaoQovKyj0vC6RWNtst0!ItfK}q=HF& zTx_9Jb#9yT-U8h!;?w7amd?4@kfQ>ah51rF&sjGPjl)TbhK}>0=FQl-y6-aG7zc*l zY#-bZOt?F7s6I|iD=YFMLM?A)uTf7+qDt^s)g8Azsdu`>X;H_MG-Y z^4G6TYs675dtLgPGf7xEir)3@7GdI~ly((lmyjl<)*sCAfSAHIn-;b)Ms_9)9J@XB zxFM|nOiZh#SUW7@tyr&27dAH!r~&Gpxfj(*N}P3Q2%96sVnkGVG8=h{A*}Hkt>D_MdnaeM8@ZWo(ln6#ZdA@TYx7F+Gk{~~8)=>X`5do2xmu++pvO)*hr&pg#`hr3 zVv%R7>(}lUasanCL4DZ+om~RgLFOEMhn~E|l9^J?M3z&9sUY}jHbhJiNTTF-%at3F zTaKIY92;@hj(dL2H+nRE(an;>tz;*Hb^4*4V=vu;f9B!_3GN9ULrXsEBwmE82N+lS zuK=kGFafufFJF7u4z}lSY0%VN*L8;Q@2q5TXk)zIm^YeEqtsi2;oPNjobto+M@H6< zTT@x-X1;vxa_WG1(1+kNf*nt<`(Lw7EGp`jI%v1k#KZfKgc)9Cmv| z*BqX)L~*`+q(bol%}19pz1X`UwkPGuH#n-4bwU)$0{dXhx?8B*L2kYj zd6Rkk(y4Iuhi9@{PXbp<%$5@M&XHHzjZsE`@WS1+1&r@e{G@fs4o3N@CJS4 z_m!~fx7&*CF@co9=mAXN+uuxJk2rAXEZrgyw0;XLg7JB*0R$G`{}x!p9NrUH#KZ6X z5_PUsr)D0dRlahc5RWJ!;lH zVK_lLEIz5b?K7V49EuCXbQY@I%1zxUa-L6Gi^U-P7Ppau%1vqswmIFMK7kujuN?-^ zmv@gJ+0xZ1lzLA(GUHmi(IwFRlHKTzIa4!tj$#Q$oA303t8U@*oG0wi3-KI;On(jJN9t`6pt9tG{h_79G@dIS zcM$b@NL2)md4W>)^){V_ahI1;U`iT&yKVR>C?(U`U9MvU1v%s$?k(J%MCAg++*abX zXiio%*ZPHbcXM_G&W7QczD0e(BO1tkYY;3k^1{n{GKq&hb=Dx&=yw+6)1}L3;FCEO zNsDV~TM>gi>E2;4Y1`jSbu_R-lJ?v$qePD52N-T28Js^6^2-;|M)QbZ|3}bqqv;M^ z(m-~9Y2IuJ z102nV*&iEK5MNH&Bm(Q%jhUY|SB)ODuV3<3-6Yma+1LAm9Q>>^ZZfwkj7d7{6m&AB zs}_}N2<*|W38}7I;ndsPJ-@8Mo0iM_{RJi)gCl}RZr({TJM-IJ z^5M;r8wbwXMfl(OWhSXe^M5@g|2e_`&4Xy0D5Nj->5JO0XBUKUmk)IaT;JvYIGnH3 z=Xth6sid7PQX;BP6!zhABB>bjP)I4_ z%y^GG!3wJoXyMrOr7Sqmja#mbBiA5zv?mc;juz$+J#xTzTx;vSy{yZ&FK= z?(8pCG$Ol@I>-VRcFGVkKO{_C=97*4C1_vxkdm**omxJ6s{Z8u9=se#3 z#gI;WV>wHbdUGtoAnMnfvYto{0lV5>{AmQk`PseP|`CnH8HiNGq=hDIb#U0qYKMmkSxUSTSIUAW0b0aw| ziQ0bYUv4H=q82cugE_yl_ky%E^ME1c0N!xHH{9bzDGaH^P*lM1y8+Db3?2Kambd$j zKUNOB{H$V%GxEcN7@VGO;88as!D81gOefl1a_L9m^NfxTv?^ttGLsizWO80L+W|?Ka+O&6 zy-XO`{rgk701d*GpN=gGjoJ9iK9zomu8zcwZMU@5dMEt1C<}&PR&P5(JR_lPcWf#% z+6phSl>$Drcx0{c;Qo?pBYJin?$hP4DHNLxi41P=C3`6hG=C>ZVQA6?B(gMT!pp7kN{HK=@r`ECSTp2aq z5=u^Z3yVbOBdWwe<@|i*jEVZxYnS}?Cf6{ta9YI(cq-JH9XhK9eMmi!QBlWP*3v4{q_n z9Nk&(|24Jl)u;kKr@0WVIfQ*A*mo+2H)xj)B~`!8YA#pC+6Q-Gt~hd6{y8|pCUJ_OBy51^Q$ z4h1PiV>I8561De_dUhL3s2|rqzp>@j_bb`>UwLGvX_5>+)TV#M?=L;<=H4#h>55)s zw9}5%%mEw)>8u>s#Zwn@Ky8#x-xE8c=Ml(JO*O4_S?u+~+f`fGs?pZA+dIYG6R*E- zDaI7c-TWYy9NianaI7ihAd=Si7z<|xt)lON{O}7~!7@4gG-YISG7n9G&50X)d3(Na z+MMAw2i#ad9yMe?a-1$2M@Mu2%qCZv9WrlQDC$G_1w6%3&WoG~wm0yr9JZDxKA!pW zmnyxGD7rxs3#FbW-}t;4l?Poih67}@M1k3VOY(by4M0XIC!o|$L1@6pUVh?i zNrK~BB!{z=f6U1&!!uwN0(%c)Nhg|{{}b8%$J5YP96haF*kIRFAq!Lhw8)=F7&xB3 z&w7%Auu$?3H)x&`12KBupS)^nITMmkDF$Wlt~w>J`YolL4i0RJnXYC5xTfhGZAjco zE@_NR;BmC`WNeyJIi*R#IG1R?tW$=A>_udV{BG)eWdAy8uLl7rNJHc zs7etx*+WIT(|gQ>7qJt~ta58#1H~07D2YOeoyq5YL!`oI5(d>m!tA~ zbQlkP@oj$8B!jpc98ve!u=2{B3>}xRA25%r(=+YxVv@oUfE}D$Wos1XlceUM#;XLN-%CIvDs(Da^$l%|-lX1_h!zF)=J2cLQh(s@P82HFJenjQqTF5ftKY zv-3sVq|SqM#?3+^YDc7(b`Mb`cw)}&y_+(pbgwJ#E&VB-I%VEd5*e=Z{p9HYSrusQedyCJ#6e3=i~FQc zm)k~@OLiC|_2nj1iRI))&lB8dB}o^AbYCyNOfrAJa6%dd);AYY57t9M|MBVOg8kil zCUYaAGPI&77-i|}#44cz)=!>WBd=Ofs?D#_`u{D-HWl-Qq*-vy|7X)xpO-8zO5gto z6?*b`J6tLUAYLoz@T@M4_@ic*vcWv?p1FUe3Q%13nmwoWtf(YO&V*s8#q#_~G_PSQ zKB=!1Qr&aUf-)9qB6#jLRj!k!wsC5M?MY~ti_*_*vgzjtFrr91cUuIvh1k7u&+@4K z$5LY}DZtp&vv%V>8tnYP(_o*;p!U}Kt?)kn!MU^EFM^szDmj(qc-qq(Ur^K1lo8zn z;&8ESl^RyYPO`LWwtw<4Xo}06kKm8}0aSYvK-)tjD29@jk+N7aSbTc_MyVG$e#h90 z{1P3+ePum@2e{0!Wq&kSg(L{;TPv{cRU;@E5cuAf5i@|+`#JH=?n(EoGrhj3qsi1K z%v(8fc#)Q^<;QA9>TCP-V;xPx+j;9IKH0*3Ga1J}i1rIOp1EwhBy#8m)3;^l`LO9w zW}F6Ps@5H#cL|dUAhAfCcuc{v#M-&(V`n2NCUQs+yn{5F+mBPp&7Snf?w9NxM;WtR zKpC%c1(4z}Ya-Xl!iIIP&3lCYv2!?f=nIJ+1#ki4z=Z617Qh$1rstirQ8>X=hZ`RUUe7VEFm#(V3xd>0|KwlH@NAq)r{{il)Sizi#XC%<(rZ zti3i1mRoJzOcRKct~XT%rpa7KBv{E?b;bSo)1#q^w|4b%_{S~q0g>T;*-oF}={qmH z5wl=_b0YdY9tLO?O0ZPdtq2l}Qi`zjWxiu;&r&I|QP#&hi8s_VD*C{V7?BD^2fp%( zZByulKV)6U(SOFDmRBnCMSO^jDYJrM`qVP(XYe|pMCZE3_-EC5Lj|_zNs-5PPPp$W znY7$)I(o9PGxPPc&_|x?H|-QStc08{O|biaDol&K=#KviYwZ9PEN0PQPR>bDXHrJd ze!C}S{|9^T9o5vn==-XOGyxSU(xOzQs)%%gq98?(q9`5dz4sCUX(C1GQX3H-^ZkCWK6N7|8FQs@ zj&%hfZj}$|W`>2aRVZ1Az8~nl<0Ta`MjF>K^d+S9-f!W8Lt`?FfWt2kP%~%EHmqcQ zIZpf~>unh{h+j2SinN6HcWxq`OpUD!f8AvB8682rvW%tZjn&~2YuOJqziZ~|uh3~A z*#q*1Ug5N_#YfMj6Dr=^s?2-Suuuf#@CjehxtVcSD=0oW-*S{LjI9d; zO7OeGbcgn&WiI-JlxUcsJkk^j>9dP|Zi-PTJCcYL=&_@DPjON*$FyRZa-3i| zMzV(jdOy1?1DBaPx%G3?_~dN~rv@gfyuNPUEfry}$+*V#c+f~4SNd}3_E8a~ zKnQz^RS%mH*8Z2ZR1Wbq4}(vR$M02r2ge;HtynNvz@e%l$!R32?qraool@{4-}2xY z-g#|iIYxawYZL??xT@O=HfG!q?hBXeZ2tYBT0S=*=u^;=cW`CK^KEu+1_TeJo=A~= zo>n6i*bZ1Q$rz-ZBe4tUSwSz!|M>{JUcU-(QQ3yxQ=Vd+{rOogSw$7Fu${x3`buA_ z=)XNf{X;$vuaSTtI3rb2gg?I|R&8=u17IlU4+Q#k8%Tt^f`^c=WJ^OtAi2&si?~;S zxX9r%8@w3f9AGX4R>bXEkga_3#51YfF`|23Q_SwaUirA}afaZ43AS6Wdkd)JQE8}y zy4?5O>`wad;UTV&?Cx^JEW5*X=thZKbOlh}xeszY!XGaP;h)HZNqGE=;B}Jc!t!!_ zAj@^}$3TM0#k;{L(19A^X+&|E&E?m{wtpiDR?DSxiT_2s00>7LnWm9vv<}bWbKzy{ zCl~w{Cv*WlJxP=TNfu;mA26)5djl;cZbU44P-QR*gFCcxB?1hh!Hd>GYV4PKz?f5* z;j!DbKW%q#?9L(h?DK^klOLWL9s{2z;1S+{N##Vy525pI%1gJWqXUf? z#p=pEFDT0&<2un>-?V%{Yb0M{<{2y&eT2luoqO0zn(Dc_nO_EbW~JNOOjLz&UD+kN zw^JhiIOlPXYdI0xH>gwplp#$oUcU(^M;|%VN8l661o_&m1N-jl8BdE1lN{K+}TE z0kL;FW&?WoE-taI87my7XB{Vt|KZjK7rkCr+7!c-;Vlemnhj}tw|p%YbX}B5v|!Y1 z+r$(jD6SzN#T@PL1pJ2h7Du@j?a-|EOVV_?1-Uc6ZUL(LMb~di%Gz$c5d?UTbwC`1 z4l?xOq+SZzQ=S^B^e;^OT@UzMTb?PzB;EdpR_(d5|KxANcB>Xz(DJrx>I(OXaJ@FZ zmaWal5RoSTTjdVS>DBwAiSUCn@M~*E75}OEo8pu*%l~_4yQr{mQM{=A9YOi=8v_T&4YUgD@|4 zpbPPZ>**yau9ptJP4*M8xo|c_mgaUP@8-EFK|EAz=a$AJ(+ zLJ_6UD-+logd|4`5`aQDlc1vx@x>A7q&8>6l$Rw=Su_vC(`+IK&K{k*Q`3^Q`ccoW zFTZ@~Be}I5gs`Ctryog#;^C#1P0F&LWIs6Bak`Lj22z7>?sUjxNUfL@?Ie(nR9>jT zcc3J!3Ggayj=1S8rrHH@>%vf}FX<71E8Gtke{E>ES1M<|5< z3}(~qfI|K%nCH5{0D3pxu}&Dy?(QMA-q&$`sN3D#vCa1lQ-)p=;CU)*#>s8n07)Ji zN-<46P6DDc8=E&h;fWn|{ujgM3*4pT<^qn?=u?oSJHXi$76mfV2!K;9(wNl0ZKU0& z(6?CfTw08qsAMPQg9Vy44s`VnFLZK0;M98lZP*IfmZo6n;}98;4tlG8kKirm!~HeQ zEHG`{<}q_Q*S>yx^}REr9KRm@sf;9yLQil%_*5Y29Zm0!{(mgaj|yWmFE+wni_=ju zMPAMQdFw(KH)pC1^GM;<=T}4G`OwJ*#FhYb)65M6he}J|9&=8eyE6fp=N~aoI5*l^ zY0uJJKU%j28yI6gjQ;Q@GViX59@$#VZ&nY!snP)GUUKxDpm?L5$In+GlOm#$qUGfs zK7UwcUg)%X?$_A_hdKFPN74v4uZ+IZ28yx1?cVo;c+jfhv?G8>fv5GcHM;QOQNuxM zEnj)wAh6iXqfD0p02X29bb!i$B7iYa5=h4GU!0`R&>0!DzkhsiL)gENDgHxAX}^9I0J;ip{yucN_*+P+J{4Iq z{?-BdZLy+^_r1Mlim(3nZYN7g_LtsfI6!l!k-Lb`-^C&cWHr*f(M9+UUuT~VHpEsd z-qP~R&t=BT-r6`YZbcJejP#`wcAC+zowP&jeisd@ls#&rPj;V*V)Dn{KpA-jx?v^d z=44YaDInThZ%OwnFUs>!Q$e^q%i-b^-;pWG#m3pXEwY} zG%ztiTq6l+qLE;Qdcr}RfM_o0!X#i{?tUymGAKnc=)dY#;m{nAuIKd4>wKqNXgr{O zLo>Sy_T|tyg<}QZ8n{uj_yvkp$L^+(;@J6N8VmDCL&MtX<7=OqIb{Jy&UV4IN*NWB zirUycdt12)`VYCpAzJ?ZtZ}oDB0}=Z5SzN^Xt4bH_KQ&rWhEYu0W5na%AF2xV>zv; zKN-bBAf9oo;SKru_l5pAG>HneQqokW*E!oSf`S3AFZi6Jr9}99TjB7rsF`V;ujK}e_$aQERr_msgbxDR zoG0=_mpTuq1$7RbFhE4e?_ImN1%z{7M?#30B5g-|a$y!s+__CvFl%A?kPVHY*Yh4u zTPSlzgKRA@jMf?k>=Yn6I1gN2f6Ln06r-*~Jl=h|mD0M$`^J7ln?jDa6pFsnA|1L~ zzdXNN5djv;AgvTYwWc5MZ@2Gpa~@Re=83v##ztEwcJruB?(tS>5H2EIcn7q9P zDO(~RI8p>o5O2*0u4crKwjv&&o2C zcyc->MH1@8@-t^lRVUy4bEn?Mm=3V5R3@mU;;spRB26e7z_AwP$3vB8mg?xyJd`gh`5Q1rDf|ji(uDp z-K{C_rk>X$?g&~M_?3%^t;_Yj#`Yk=q#Rwi4kgyH(cxD`CHsBP0HA9(P8Y6NL^nMi zcTOXvv^L-gwtX=r$&s^4+|r{#JNC5~UKc9{-B*{I;Yi+iA`e;Nb-XwD%g`LQ(y-i$ zq$Okt6Cas@c6|oL>8{9s@~mM65RSrsA{-P@SR&hvbw$p)53f!@3&Xd0olHZ9+{f{7 zrJElC7DK5Q!+&GF{48a()4wnq;QxfS_^(4hnoLNBE>7e8s(-34K7WE6`bI*ZOC%OF z8z(j1V5qn$5S2_%ky|^V46)9AuS9Q}JC^1>_X4b82CV?Zo>0};{8pfW!0WNZhNuLd zO`w3c+~Mi3hF3IfYf6b5;k4d~gu@wFz?#7fm$OR4dX;G3nm{eR_{Iax>*YCNC?ngp zG^k6mo`FyJQ|GTA`at-chpxVRro{my+zj_~u!LE5j|YIxx_7JaXFlq`;d|@@6zW{) z^t1DCkmHpzYCR-?l6moGmfs;s0LGSos4&=6uyQ01bf%@q<;JeKVHx!jx#_^#^GJdT zQg{nDvz5@8?gLbluS77w6r}r*l*s_oIKG)V=8Z(p#O8D6r#V1G2%47ZpO=22k(PWZ zj|e)DtSg4}w`{&D*&o2tly%r_wVIZFrT!pIQZRAp*UqzUGn|`KaRo~})YuE~{PVol z5dE7qxtI9=WKD1rs*@}u0BI5rkR}mx$nC$8Cg#Kq=SfMUAe2N<=&B?9N|0H3to#o5dFt}I_ z-e0L2L}8Pz8a53+>@ovg!I1EZGS7;F`|`a{=owL^r`cEOq@sQBX!KTRTA5l@eZKCPE70LkElaYtrDaqhF-H` zb^bp`pWr`^x+5Z3MOKA>!zj3Col~}I6;tvO3u8%_TT8CS9r(@EO}Ybxv(`xW)n6Xg~d-obPBsA44xFiMx`msGBMDjnP|^qRI@W4D1L4&BDhbN8DBr z(A@x-B(oBOy3~vfr;kVKsFn(HQ_6p7^^#tZ9S9aQuOTVp9CU}hTM?e?kGoa?XuLTW z-(@hPT9_y(Qb3O8j*Y*+l{=dBS$bO`3T3jof4#aF(<@WnjQt5w@749)@}Ds{nD%#` zpI=i{?Dq0E={j%LH+0-0s2fN34nS{yq&@u31eitUaLE_#ADZXZj6Xp=yZmq7=l@bt z>O%)W(~E=uew_0o1an8u%Wuka^rw%|2@V=yByyfv+U;8bZ`TF%s-*Hx|FCNBT6lqR zN8a#o9)R3vOnmfPV7%mDpZ79S5^!7f3sPe+}*-}vP#1Ln)+$81B~@(le}@)iqoV&8*i z{1FDz+H~Ogya9Pwhc7m^+U7Bu^qOBj8$Zl1uj1;cdr(GDTggNyx2#|9C;f!rmyQ*K z@pNc}M_bw+WTU@axEw-QGw9%uUdc^Z+2^#@qG3Zkgtit|+^vx^YfKhjAKya40!0iH zBfsGBH8|6E2GO6&9H33{I@k8S&EMcy_L(;nM6ymK)WaD6&V5ldc(YWBgdxN^IK}EM zABYr~%L1Y>37emW3-$s{>0Cv_G#JV?pGH}9p9p0#m}6i`N)Lab^cUu*5iBJOaQU&9 zyc6~ZB+QBDlQc(&J>{D3{+QQ_c~rRQ6(QLh@uY_*07K*eH{%1F)mbDjmM_bQP@6d_r1?*54ZB3By z$i-m#0MiYA(~6`JaiA7-A5(0SUK$y!AA<>G;H1AUAHRVZc$@OAx@5e<*_W&c_GoVJ z=9Ki!k4Fjzuyu$u>7~AN3qKqx%r+5!D;^UEeA|YD|I_L36esFBpq2WualmOeW2Ed9 zI~97tTw#MbI>^c2-yRz}S^pbos-B3*z-Fw1^73y%bZV|K8upv0G8*R@@=>U`e_rM{ zXmx$|%$Z@doHNFe)S2!Kh-lsc4I$HNJ@i&Cfohb^o69+f5@3>bBT>jItRABC3M7HY zU6ZES8tSegCvT_lEEQ{mJqXU)S|m62o5X>gT876V%ZjymeM-LiN5il~|8xhaNl_bE z`Ul&n?|~FL*;*cx=9hYTkXv{$R_1OZnI6ZJvW5?kW|zhQ)S8JPJ+M=H56d(`+}nEB ziG?age@FU^h&6OK+6v>zA}Q7(rVUF5dO8L=izOx`KfusdO0~n#3y3puk{PS10tSu^ zmRKAzuuOIySOrN-#chPMISKi1Hc(XNBS?o}k~J0w!};Gp`m)=TUAIhA)rKB6*BrCa zQ$9-zD!&4ia5xpfe4$W&%NKF*l;V(TTzNT>tY|#{+MZb1>C3MFXEC<_Jy>mP{3<;! z8)d1?{TPGOTih&cN|!xnd{BU&YcB{TT=(mf>{4Z%Fuh-2Xgq6eXh(%=fd8ZSNwSZI zmCQXcG8w*eKBGonH<$zPC~YcLH@O*7+aZDid~{E$3~+2$IRM>g&yo?PvwC*A8?}>e z(YtjJT-~BpT)^e2s87i&yRqIGPkQsd+Zdya8yzBm0{IjV&%RGJ!Cz#cT=bFfqZlFskceg(-Q;&1|RFHMevt1M5 zka97M0;JpOyDvUem*1^stiJUwXu=?^Y~oBH(S{R^Y|X4aZGPi-`{%F{inYiSjn#n; zmuo&L3%pPSdGht_{h4bMt-d2b7~{H6Bwh7SVhS*tLC+UPnV${qqm&|kGBu`;)OEb$ zO9+)6DYzbw67?!D<{o_Wb=EI}=f#bP_F<(20{yN+Z8LGk`~(@vVJP?;xOIFIhQ=wi z>IEHmqM2~Q(`_zw0#%qJ=vM}1*A`59#U3?%<+3w@+}XYhIDw21aFKe2&77%s$$^Jc z<%aGt@=pVnqv?bp#|L$z{u?W96UY0O-**|Gg(D&9j&(P1TM&h@MHQJ8gCMsOArX^y znjX)vl}{(37xJ5~Uha8d*2*~G(j z%vHHKhm#68y`BRsd{W(q{s0OCd$C{pj67XusQ9Bz)hgaASQfHI>U%4E zIpkjuLLjio)0HYPT-cBDUtax3_LW(E>UYZEn%88)qw#7qi6?K~AN%mNh{wjHM;DKe zEu_z%rEa(jT?oOXYF|2>rP<8`+vfO)u|I` za@2$qa0ucp%-k391vc@k!c5V(ogqs>Q=z;7Gj`&f8|;oC?kajYtu0eoH*2F#>0fQd z=BFc)^o(tNPX`dy@>e{ssdcYdXBcOZ@aPCU;MTga0tb?q^4MKojkpd!)$6vGFH~tH zdzrM-Z{xMhhn*^bHQ{?P5ard`^N?b^Y7BR*?EO{AgJ0$dsXc*r2DaI(Jk?0Vu)%qpQoAX`>$r$({SKAvLy{wGuYWOh1`;@SNRF#sRpA;TdHJdO0jsBP=^_!F z2QQB++fm(Pdz|P&4VlMa_W7MpyE&kiKwr7xN~ApQIqqn$ta-I~_mTjD-Z3NS_=@Ey z|CaXjzV(&>6u)4ihMT0S7nX-hG|$miM-m^bh_a&^Et}$kfCx4$)|$jm?uH+2X0lnFA$hlUUCEHYA4J`&5GHn$+MsO$X5fn zLRH$E5o^dPPr^@f>lLSlzaC4T6O6N=so*H@Bpnri&<#KO>3b)(7IGN~2QQXCa!&3o5)b)RHEB~fQ|KC8{ z(>>(qV4i!@;)PSTGopF9;Pcs=Ier<^7l-BS@UeZKS%q#pDE2S z^VvpPP360Ii{D?e!13t9%BF^jj?ak!b&Pq$+*ix<-)`Al#eupK38KBerQWZD^)i80 z#z#N?C&F{>qkE^Ay$=u1m8hoNdt@U{(H1yk8h*S*B|l?)y&CJC_~V3PUqXy|*?z3q zR&-C7k@juvcO^eR2CqX7+lVPNz2+zZ^S`K)ynjHUoxjiLZvjx~gs^%O?{4J|wQPrZ z#mX@C9w#||aU2M1q+J8T8cX)i$F+4I=#bWdW76<157V!?5!0$oZ{E$hUzh#KeEkn5 z6j<%gIRyKj{c=tS9&Faep^w~V>G^{R{ig}Q{AnJfnf~VjmF03OK~Q|1 z3SFtTyRP|Nm4R|=?Ykc3HI`_BvS0VlS-3`{*{4@-rbAM(95?xv(RL(2Z zOT7?$JUcB*0;Zab#)t3!^bv2qBwwnYT^H>m9_sFKIi>8@@?8a((AP|#$76V*?@$_& zZ2<2%7K96V|8FMr-%RMgnb3bTq5qAT(6QFyq~lTJoEF7{?3`+#2=DI!PqC1d^8?EF zm5X-c(=Ir@e*E!C7RPiIsfccjlq>cKM8%QUt@uxh6G1GHwjd?+UJc~&NEDz?qncCt zb(VT@Y)%*lU5zJbN{8;f>(eThwcz_lRMtAAxTB?-v>4(}@EQDz$E60;mYiVw#a`=m ziK|x930_~s4(EIHQNq{l8G9(m`54ry+XU89UIk>(j7wMlaXDt4Xl z6rNLw*xQfB;?)1K4yLn?jC$8hob}5Da&-qzuu6Uns01Y{+-o_@iEt$*K7ZAH{0Ie=C*<3;zG&8kR?N9onC z-eEK|W!#943AT!!=NwPR?H&&fv24iy=KMY10t?4|iE{4hIF;=4m;?WlAMC$ijxac3u!or4@MBMY>=cNRS-n~QUbr+qU3I3%{=Edoyn46MtgA*9wiAgF7pRnaJ(w~6)GyLFt z_Ser)7h@n?bjbi(KNn6_ix}|#k$(j5TvjtYYCGpm7~1kiEe1NG&Oa~nMe|a`OpZQ|!Vmv{x`3MG@@DgVlJ_1d6s8^=Jl=sKk$==D%2S<6C#ZZTkb5Yv5 zpMS6$Nx?TBCNA(F(qnhw3OsQ>rk{+S=Y;(G7ySS3JxJN8vQ$$}z49m803fSMr-7br za9E|^{_2%D(~WWQM3BMbtV$MMSEBfU;y3LmfDGy6Q8b@}D*vpW3X&q}cdX}{EKkzOaB zqIAsGQ7YBw2UV)dX5zw0f;cMF`c839gieT!x3?i=mkQla&mH>LZZ!962GqqVMYGZ6 zea9hZeS9tK#U`>dWz~J!TlP1a;{e`A0yZekrL*8$M>i~Q+MjQUt|Y{+onTE!z)XMQ8w1Fl+x$mSZ9lJ5TdPagqORPD2jW#`hoASH1i?2s zW&Y1FPl_?*bk>T4U+vNF7!tE7AoycYb^lMcrrau!4vnGWkpW5wpT!M35(PO|Bd{~jpF6If6o;8LfZe|Od0vF<6izX@`T?Nupmq4 z{mV%<`nyYo@A;3l4`)FQ^6Z&h!{&RWtAN*r_>v}w3vIqxWeeFMe zwSVxLs#)2`upk#ey`7@b;Me@me@53d`|=O|3}#iVgT#M+fwVK&*O-=dvY&&0#_;|J zxBQo7CHr#fK0~jd*9&7OgSys9JSx2#8Fb(-JzaGBVfp-3o$fnZHtAe4EtUGTnis<^ z5b9pfCk~#uJh!{9kzy-=d>HnuR99tRbNDq{-M$TYl*^}X;6O2)16**Elc#r8^2Zvz zi6Z70!C*cOnFQRS0c;`u5!Vw>t4(O@)Fb4>wygf0Zy80pyw^+){d(L($M8V`U|&GeiVq+Txoipav^2k z8gYdPCe#5@@)ix8#b#6~d8NmRBZj;PZ}LNeqECB4WwtmZpST0@a`447FhPA}*&Jqx z4+7F;u5)4338|NL0*8V|tNRW4X96W`+2gHXNSQ%g+6B_gYTsR7O#wD#+;zRYZ)tle?)Ng?c%}}Wr8!j% zrpAcs#|cY34ZWg!4R2f)qJyeSPWN2%BNPQJZKEG$*cy|rUV;QHzmVnV9uFU|%hQfz zXg|E+l#pHmHRg4TCnhwM#DL`#@?AoAFe%~nZ`Vlr6qvQU1FgEe8=+@K#;#1D@5{C> zp5M#J3zWW7%bs$;GU|9Ax6!PSJ0L(!UU*w7)-LS64;{K(`Nz}#f^VL4eYwWeh$Gb9 zD6%TkTKRdIV?ItB3mk+!1?Wa~< zpTFQ{N=;y2D6s~9@q6wPs*Uew)sqe)T+F8&wg+)4I{+7j2g*an>l;ZQaMAHcZ=zO7<#KwW>Ja*=cQI)*DOwrP}J1>4j zyr9SnvYK3sR0K78G3`>SUsM)mE(3X$zP4Wwc#Uk1IS#(9$>$;PeggsjIDUdzuBLwd zH9!3h6}Lpy_@@6euz~uWFA|;qHvBi_p6Nm2RTBy@v66V@H#aAx_i|zP%%xJc;V>R! zi+Ofo1)aCBT*t|Zdu20*ubADg3o(lte_SGV%VKZ8lxiU*-1TwNYjjyZh9AaVPQjY2 zreTRXo8k?p90TIIOul~87CyUp>H_MGtE{0$Eo&39w*1mNpXOAVKb7DhZGM@j zPt|Mo(Frc4v5B|0p6YVLJs6hHPRgMo;PX;!poJUmFN%T%;#Y5cB*Y1sZ9=M+((RzV=>jwx1}gHLsspZWgh{^IKKWi)Rq9W)2>T5M$H?cOVV%6P z5tz}3dS!aZr?I2G(9^>R#|xo{%_?f@iP{c(m{H6}!sqc6y8Nd$V)VNA0E%j^q=i`$Nb7)0+rCS?tTP#}dNP2{V>ki;1w-yWA6-ew#yq!cg1cMPc;{BDaW+uC9?Kh|Mx|aJE0Iq=$be>8 zZq_iRxIRcVUv3x+Iysn*V9p2Z*0<%hGk!nqeqnQ`+c`cN4+3l=|4Ge?Yr!;RWiTp$ zFjuLh_;zdVGNsjzXeGR-CAVC^kebRK?@N?Y;OdJkn}vtGyi9(ruih`X%k4qyGq{CN zY4Dqn{db~DvbFncRHLs-vP1j~jGeD8s(DEe^B#-vklV2>pu)50RaZYVqOufYlYQro z{Xx#qy;khp=p{r!#DEbz$;am zy;!pZE#D?Jy%WLbaM0e_Z|hfOM+M$j;&u64!xL67q}R4@8{@&^@k>|RaC|r;Q*-e~ zdND88;aMrBh3iryq$9}}mx|Kk5^?yJJsf=;^Vjb0TAB6F!PEG6(vlSdZcc)s$4eF+lEEwVe$nj_@nW0`|Ht26eN z?xks?*0+Fr$%=vEEU&-XjQ0{h2LF8SZ3m$QGN!kG2=q*0XM`XH$M8o{v`2$h1nUto zs5zU9=d0%jAi~T@tg}Z`luP0+c<_V9LNd9iShe#dkU#6GvMXj)H*lv`g@SfSQ5Pbo z7#W}aKxbtD-RJHNV) zqToLpd-z|xG;{r7hy8h^w6`^@B|FEx)B`aR0>xYCw=SNU{W!1-IElluCTPNlBA~Y= zn-Iplo?df%tQ#%QQANN`zNW`$WK$(%CpeL7_j|{o%hSn+tnoP@_+gYiYnj)?eE0(Q z>2pk`QvMr|ou>3bQeh+`rabT>qf&yuJt_SiX}L&wuv8p9T+~b#JF!?tvu7`B@Q= z!~*PHB<%GYDdGhm^bx|*yp`lambnGPU?Moh^trUbQGETIIhi06cQLj1DmMXzo~4ih=9H|i$Fy7IwztX}Pl&YD zr*F2&zLoF$RTKKX(_H;F>m}^=fq7Ax@y6L!+%3cmlF->0NiD(qfflZ)`%%bnmp5Fp zUnuodz=(Rf{-f(`arWb(pvF^eI_Vo#@tQxp?|(bU=DO^ukzwcsI-@jehbu`U+sWv0 z(y9PAUL--^LWuZKw>&))Sw%TyKesrJs>|p?t^#D`bu0(y{quZY*HD&wZ}|1xKlX3T zQGk4K2!R@GGRUl`-eHR>bM?7gguo|n`JAgm9a@q^a=i*Z*QTx>D6ws72U)mC&qvwc zjf8DB`1JEXk;1ALc%~ZiHx?CVD?MvDE%12{T=e+KMWxYUJj4lf{>fs7+YFwAZqJn(<5vB>T^UHEeD zqY?8Z*oTWf-vdymOK&2I-kN%URtQO?+G3JGDBl=y(Y@WT74hi>Njqlv4sJ#=JvYvm z_;bfP7S5bZc!MKnsc9ZqTlU-rOen(5lAt)$J zXOrh;y>hr<2A^cL<-ujc^POWnvTHv^_j)duP#f_>_< z1Krkm_1xAMogsyA)|Fox#El(r7r_mP*zREfJ=&qj)zt@6BN0Kfbz^Rw?H1kDyl$G~?`*AOyQcZm%C-Vjbs(;Z zA}muy60_`F$yY_Id<)m>#5BiSxwJBfIMtIORsso=B1+ONFR5S1L~R9-(*77;L!1d1 zW_mY00x9{89Cp~;53^DlMf`e7+g?z{N5 z-1|#F30SOPa??Dqubn9Bc;UO(w?@V5=g7Sl;^UKvKlQ3A zqPMvjk42u2suwZ{7P+3`I3RbudBf9v@C|rO=i#q5Ir17s%bByfK@t$+z0rQPHBi&U zCGF1}rxYxMK0R3dfXH|i%HPLGY9e!~iTCZhQIgKc7RlJYhNZu;1Md=h`W2p4l~w3i zv&}*Hcx*cn^(^9rLdlukDR9y&wq^TmHw}|ExOs zj|8D-g!{m5-m)Zc_AW?npT$n!e;wEB-O3G~t_z|^7r<_3Ow`|O-v97S66UXQ&OqH| ze%8WIt#H!l3mjLubN1@%>XI(8Onb#A64(2lY?p6)KGx}`yIOrsz4}YQ9ka}z$0?k9 zI-Iur9|+D_Ku~SJqeCpL(YEIh+B(sDI1}{MCZ-1oYBZZ3!su~!yX)!yEn7M zzh4WnT>Rv*b@q$AVP(V@y}NvKK&&n3ozMUw8ZCQKrr{d~#3(ix76B62mt7&~Vz;?j zG|yD;V_vz2t)h8MhUvE2LkIKGn!jTA5^X77st>mJRH?Sg*hSH_dZ!0?q?&&rmih!| z=+?G|j2;=bD2sjjY*X9bmU2$z&Zq!-nY}dp#kZ*1g>aL|9me-VwZ=801xnuhg!MRI zN645)y|IH0E;KC3^IVc()egtpEo#F{2bGQ2I`0$lcvk|3B98ml=@!?I{A;R~OATlN z4D1qO_DWggsm~;u_Jw@L?BTN7tmW^_I0hB!dj}QS-KLc+$*7OCFT6C5&Zs3UT5COZ zUG!W3k+Z&tFl*;K|2B;&!aRg<9>g&+!p0 zp{|Dl_(s@{OaJAWRd+;0x?I6q=cJkk_iJ9nZkR0tN?Y34PhmxC2z(pHf@Y5$o1TE@Lu; z64*=0eeeSfmC;^8xzvGY!LhaRj>7}!IBC|EzYDy-%(*ouTjnB9=yV~r z&zZ983z++L?5HO3B)gvx zdY@skn(_g35nYc3O|*Yn^`bRdRy1AowW*ZPq?mQ3meAb4^VaJ)wa~2Cqvt3J z++Lv;4!6UuL}S~StUTA3G372Bz3+P}Ka;knobX@ph3qmbEc>D@Z%;8kxqa$QSRFfQ z>b`k)ff1wDS@jp<-|H(>)5#53ZhyVbx(T@}vUb2gVf)ySk&bA6Dbl6(Q$hV@(udNW zdkj)U@Nw#?1C9$~S{_f+%*Q3hdn^R8vu{pISYdXGl)jj*9SO?!*So}vC23u5CB>nb zISXe)%D~9SP#v;qBeq3FoukW68%Mlv%N$A|`}*cwN=Is*7cG|iVJjtY84iej=#KSd zV2m*fc(X4bMO3v+B1YL+eIpOgaeQ+1Ep>iLG?Sn85r|+UK|HVR)gRA>duK23{s{y($r@a|j@Cq=Pda808K-Q1)g3a4s7})uQePI+jE%{NXF3$2a;R!SH zOIZM$l{S_5L07}IbkGnJM`tQ`47GYUOLO-Z{B`>gfVsoq(@{uv2pWeBAnjuwfpxaO z-U34w8f*iSiwi1R0*Lo#h;`4f(0$<+4CS)i3+#2Zhi)y}@1DN-x_4?TH5V%LC`D-ca()4LCCfw$d!%9A9Yl=kFw36d9(<;^UV%|ILe_Y|y1^M3v46T}Yyj zvMMfKXGIL~onQEQIJ19fvPK)D>OYXCRv355@fbDxfwA}H*qt|Qder@OK{- zsJ%yI9e(fW{at$>=zw=U+t}{mF=k81Wc>RRnE`O&{c5T8i}6u+WnYqFNp?H$zdxTo z^HSxyx;cqHbX!F&$^NNp+Z&5|Rk!ihNRvbgRC!_v=pdDKFqt^hv;L9cbo!fg0#rk4 z=_15TAZoOJbfx=94}mH`jj)-r-+ghiDw6 z1m;hwl3o_&Ea=J9tnTMCna@G^E+IL_AWb{U+EGT0>q$gJ6OY}OZt@gjEgS4p1AK;~ zY3dj@xB#wAPdVr29=MpKr(b7aoZvE&%vvxrFv2?CF?KF$aAE25ZKgy^x`3sxE_;VS z?n^A@v7t*qaz=@|Jc_m>?@*pq1i!lLvIwhb{7z{nmO#y#Y6uGxSrTY?PepYXUKK#W z-gRZ}=RMk1+el^25z13^1ux`3$Zhup&k<*&EF2AwelE@_juqUITZ7C)4nG#m$jMG} zgV7zDpbhVo=_Cm0xMQx{8C>P;%AavO6O3F3ZIa|xUdSRz#{=8_&QxxcUkgw%*QdG2 zJQu$zQbcgWypb+jWE3=d9`9!`E8Odz6vw1CBzvO#<`p`y&sQoc@PG~e?Hb^(OAN|Y z7Bu(9faE|)S=n+VwjEyz!gGXl_N*@vxkC?0MUgb-=@XR2I>&c~2Jo(U%%pB~nfFV4 z+6DwgoC#8ptRdT0(0rLHU>%fnX8_*rx@GlD(!IR7n6X!H%&)^HzyiU}a}5zF%p=Q;t8A5N zRQm1@Tnuzkm=zFAVr#aZXfdP0T1f4YO>wqhb(vZ=asL9tP>FjR&{?G-w{G zT)}_{(Whn~J>>s z#+Ep;7*?JEm5GangjQbEj4J63>m*4CjPj0qnu|B>!KobqJbs>cc7aO zNMNG)ciNb>*L!0+No-p(Kogx$<(}9usrcxNED3bfxV|?P@e{+lGj_D{&^9_f|EKND zGuJ&xh}uhXtKW0kV$5+S%7jlH4$JI?^^{_XxS~Mf6P^vEi=6VQBkq_}UmtOu*4li& z$diJpQfM1e%Gf$v?fZJX%VwS)$!paX^Rro;SB^hw-bI7O8GB^2wEpY<@N>f3m2?aE zaYf~jO9~PF*)Ct~lPsYaKqf&%(y>Rnn*qP-ru%*d5Ju z)5dAgGM2ghu=09!hRPCkpYB@8c%ST@?FBvl%35I$-lB{q3BpGUl#q*J>2Z6$)hQ6h z=ofVJE=r21lCaF?X)kj8ruB(dNqw1NfQ5EJB*(W?>A!e9J?}qDkhyiHTSK-f_xY)? zv(nG5O6;7~2uTj;@4tA=n=T9?R+m4w@g;lt7472Py+n?|Kxc{bG={f210}k|ilX4y z8OlEHSDfLNoiXK&yg&0OL{5LJDG`0L>dk84^nf%cg;0h|wRD&qrPC?ac)0R$g_Tbr-vyMK6J3K;R zgwJojHMuMB%6)4WeTO>TuqghzczCup-X^@r6ah>(1*vzH|4jMExCZKbJN5;kj2 zgQR<qW29KYi^sW_vd?a% zWTv*(bCcH2u6BVXUxMWV*1x)}yGJC=20?r_w>0RjNsH|qE2PXB=B}nD3o@A(}X$Fzg$yGdy~K4|Yy*>8{rH z+j`TNoZl~MC8MoaRus-r=%UP;tI0XP0v|d0o7!sf$F;FCuCl`yCM@bVqu+PkKVWz- z&+;4|!p8T~x#;v|c6mt!2D`x6o1gB@y_%XktKZuP4~V%qZThMMlR}TXz^h26(-8Ds z!m+~ff6#Q@@lgNqKPwp_vdfu~86t$UWrSp8`gMx$X?mo8AUePtFyN_ z^Nw?$-+h0-$M6693DXl90fZo&qV%ih++t9=Te4`bnK-xn4j495EmT%!-~Y0&0Fd zTppY?i#=^u_WfFnhew$ky%Hy8Q=9;ozr((>qZ$q6qkkQbR~fbzV~}s@8Pu=To(3y8 z{5wnr>`h|ejVmq^edAo${>uk}SoZ<6bBP3tKGIhB9lZda`(EV@8C8zs6dR@!zT zU)rb!=pEa|(qDeDNgnElOu_QMjP)*|XSi<5vfuUk8;3eVaYt9HB?2OP9gu2X4j zh8bage&`ow%1bZTAr1g(XZPSn@`Bh_*YQF;l2x*>xTF_rFp~b{R-*P{RypG@n4t~1t_Ne!s!mh85FA#kHe)IY~2PVYL zoN{NQ7uG%tsXwsX6ZUJ{#@FM(4KbjY%hqwGT=~g|&|D(cmG=U9h?aBDPP=i7gZ;VF zL?qlfdIi663&Lh^!?_~Y7$?>3Zni{yP(Lz>y^@A4mMb*UU~)$);>Pk=fz=8jiLak^ zULS3Mpu2|k?4cayq zR?r?d`&x3sIiplNxe!fX!5=5gYR&eAdP%$qZe$lOhx|qGh>GNdF(a!`6*ICVWJjSg z{7o$)LB=417k7YZ( zap(m8M&gm+^TbDNvBfGi#=P6fv2b|SlHtKcG@;TAkypx&__;mKt%!Ua)bn z4H=?kvvK|FQ-gI}h|;pYot=W~msD`nI{s_pXHN3+4|Bl&V1%VxQ{MEO_6?DNcS+)N z+5Cnurn~@kaZQ^JlueI>XHbh%YM=)>H3vYY?_nT_3V>Wpt9+ zClf9>cRS*s@0@yUtH}wExAE=z->3&PGj7#?IJ`6P$qQQ(eh5>l0fPAn@1#?`4i^g6 zltRbm#yU%n@6XDv+i-}EyYCtAbEL153xw*RnjjH3*UG=?Xmw0OGuR1%FIom3yM_mX)jZ6NQ+ zU-w@Myt-hzFz7K65Z7o=38OWQFXyYmq|oGbo?3!(@3r6 z)t(3u%04>%wpl=ZKcHzJNYrG?kK3-F?wyCN@_eHJ5X-pBFLZT*A9`i=doVBv+5inG zja`4={+Xy73S?tn-;n->2>ctc0LngO+m+LV>^y*Jl0sc9{YOygi-}a$QSs6^HM#oEwQHZ0mIL_cWpv6WQt%?sV<)G6g_)?K?jy37y0 zY8)L$z{W}7z$Z0z!PleT_w_ zCXaX@&Vew^p#v-Nu_d9mXn4yha^?FzvYfKwPfW2qb@~JbEGPAD%G=*;#ff!^AV6AgTGM%z5R{kn*dqw&w1WD$MGFQhq*MaRiuX{OE32ORp7& z3H7op3FQLGXHG%v_l92O9=ibStc&s-gDV`$^nKt|YUj(~kbBzB$G^*Iygt19TyEJl zas~P$Wsl*jzu~*kTKeH{+oXE;S31WJ3g~3#ORX|VYM`PHa?57+cJHCO^<$Yr`0+d9 z1t7tweN`b*3-hw+lU>!5cfn~=NzFe30j|FsNDTE*1X~r4W6E8=o47CI9O||z`%+$dKUs6mN-DQfI7}P6~t3#<7Dj^&{ zrO;l!rklGL?-h!>^u_)T-!$YoW5jLi*kb80<=A-WqQnyeOsx9cBcf4M%@tCqbGo_2 z6nG{My}KYAIDu|)D^QGc6x%Liiqn*ho%X7`LeOo%WeTyARB=HS?zi2R*+wBZMi=fE zCd;JiUHM}nBPYa89;1y0s0oK!W|T#^Yx~y z*&CsaOLVVc;C#=T5A#^JDnf|9`}%g@dFMvZ_YRBIh?PYd)=W*EFKG0=$)aybR09?@MOOr zy5f+7O!$g<%dxMHPc(i>2pjtDdc9~d9sB!f|7udBZ3|kUQFD9-bjM?*;AMng3|nd| zp7UnsI8u>!DOx{DZR&yp0knB0sH2khSZru*@_Dxr6Wz__46E^B(=1-$CU29q02gw} znPz-evW0KA@{_>hTdTr-@t_|~#~j!n@ek4PubX6)5ae( zuR@bu{6_XQO!U5)Xy;v=j}qjKtX5!()S5+~p?qstptk5ac&F$B!Uj}c04BH!U>wpti6$So*;U0qp2KO5Gy)=BH?4A86qUzl>WyiG^sfI&CqOJZ# z3xxdzmj2G|Ek>h1-l)vM+LAN}+KG~XW&+-zmj2Kg(nJOv_tWz9e{~Sst-!jchlcfxzV4flf#&flj&k~w9R84Ft~9tmV8UZo~c5|O^Wj87LSFDi$ZQU9QN zp0)IluDB4cv;j8lz#@4iSYeocE@`%Gs`Px^2zL zlTk`1(nW-5j?>bY?J*IwI{)2+Z?-5!4wH+y) zP{hLOL+0?$yyJ!^K9)dQ%U_@jvi1&{Pw~kf^DGyZQq1+}kRtqkOv_h+MvXOmE=I>; ze7VAlKVL&M49dP8vEC(e(j+(*P?zUeC|oJ%^^!>y$hahI?wa2KlEzqVE~Iy}J5~RD z)_oDJxDh(QRD8lqxVi&XgL+d@#rWvI?2tJm_&)8B{ZSk`*VIlX5PEIvnUrX)4yEQxM$$bpnCeZ1Jy49T8NYQl;jYk>+ws`3DigotPY57A(@+dXB zgicfY8L!2jodc7Qpy){FDtflw;oqfBROW^3^w6}UE%h=Tq`msM=W+kkrSv#koDY0zICkq0?riSwhYY{)S1k&qx1klH+d)6` z#bjN4HVi{~dLj4(B%QskLi@{4r04KVu~4PiC`Z1v{)SQ`p)9d-$3e>3#hhXx41tJ-CoB5|$KFPC0y@QbYf7$8hM{FxL+W?fgzHjNU4ZutC@C&4U{=G9o!^SgqFw zQB@}L!)Owb?M8&++&!uG1F;%}@tg8r_C~BXDqi&E-IY(q6{RDBKKl>+s#|jVwi`~h z)x87j3svr0k^VV%PhiP=3~cW>oFcDrvYY0>K(so>sQC4grKws?GbH1JJL8>=U0uN! z@ULf}wNHoL>H(+mroC(r2VdQht%b!DT_go{;6|n`HD|KzlrkHc^4FAlhpQJ<9Wp2U z;wURr(!m7lB}1c!@$fG?XFr;6a6V0gc;mX68Nj47*aVwno1^8;)mQJPv)h2t#HkTQ zNcA$qUQOdn>b*rNSYDcKyr=Ml?{75cHvS_qj=KOvaU`;wI(E$cwG2-T?^Sm?Q=Np_H@dh z{SsKJn+taLStT_AOERkWi_mdj}@ z74Gt|e?7-r?_5jsK8sI2reoeC*2dDD3eoakr|^}fMn1JNWbP z2{VGHadNkYgBJFs$qtnJsVGHmcCuIhw8V$^cY3?{u1r}qQ$>(~FIswgO?YB7nrp)P zeV=gs4CN9CroPMD>0#@O-L>icFv0z)P?y!soJ9xW{$A>O?Yh^mlGr}1R-M@+Rv=Ps zqXS(a?ys?!x{7jp2#SLbQVfv0&iTF#ga$&Tu0f0)NwWgUy9)6y&3BWHiJc2C28#a~ z!{Vai`_>~lb^L!zSELKG1w38%R}^@MwC8bET`I-x&WdXeF9#T0VfyQO3-6xqzdP5e zAAW&;04#CvPNf@fh;@>_cms=9DWE-0a%+LN6`z$>>bxkq(pzUZ;jnf*;29pg==~RQ zpaRaBXlCm$*5CO+wU6oF4i^XFpl`^kG7}fce)sgKd!1`~RW8Y6rh_}aHGm?y9qVHbK8|fw5SmR%y*O0lUK{`yrBsAWru`VB%U{ouPOFn_~;M zB@bb;r?ij~cK%wE4?&6oRUJJ+oZ!e)y50ei$E$+oXI=)9{@Y+Aat4sI+o9BN9EUA} zb{8=~8LG|$fZmW2oUWaIGw#=27Lb-@XZOUT>V0;Y(?0jxu&NKKjSAy=EcTw#4vf+- z`w*JYKA#TUHO1pOmu+C^1IJnNvm=h<0;@xS2d{8~$j@izh9)fi$$M;Y+557@eY{m~h9{4eYa zR{?Z(PVefO~x+>iEIT8}N-{n;~9jU`o3N_Tq*5FV6^iiK|SX1ix zV^{w#-p!QnmjOecB?dBV@yWC0i2FcAZ{Mqe>jIg)iA{ThCm~M_q`9jJJFI?3^z%WQ zf8BXn5@Mm^lYxC@@+U;%(|h#g=FHZ21v*!kOo9-)!J>kYAXVc-9obAtGk15^GjfOH zyCQxC+{EO4e{-+6g`?P0!;HHXBoafH9T?w+xtWHj zv{+v39zUbD%}8`_W~p0z-Ily5?jROrE;oDEs@c)Ny{gr`qioEglwA3TrsRIUO=3(D zgXz0@*;}_NxpeF)ZvAU<$z(#DJMT6k2JTgb&P`A*!^Aa~Y7Gq|{_Gf9q#dC{1rxN1 zx98?uf0eu`PNu^|%X2CGPT1?Wl~>2*Qvotg*s75eH+|p_UcLKO>3n}3CKy~N{m)$p znM=Zeev#gNA{rLosA(oaCM272yNlsCWyC?Y)H@ki?42?-9&o31`U$^32n^Fp7Lh-+ z>%3T9h%l3SNxjdXvw)fnte{N&4Dx1KP~zOb-3N}Ug1&jZj^@o4__`VW=$=e$ac{yqfIvPNpooHV0b zBkyE2pB3OjlehLF`S6nE8O;{A~>*7{+ST3=Cq#A=$u)k zEp0Q_x#j+b$`07M5c2rN+(-7QsQ{(Ap7SME5S2qc=h-wo3nU3W4c>&K2ZMUkfrIaK z6WMy+QU-u8ACJ`WqJY$qA>jr7SFEEQ{u=r}bj;7u>k;AoInrAyyF;e)ZK&5q_l?_x z4?3<~D_w%nmq)CUf7=hB?L|L#`*vMU72(oxFkAv%C&(o*g}%r1)dR`I$#vNA{w0+z z--Om0s{X1Dl{qxwJVzNHC>=SXrRj3nEGs>gUWyBd#wWeQY^92!+0&Xw$nk2V`3V{X z6(g$}+OCd^oY(g1OZzEo=8-@XdZaPH!*Q{SiLdW>0frEI)2PY~<=)>{(YFuIa*|RU z>Xoj%=XaNl8uC;9jj{b=@x`14O--rBrLv5)c-_eCLA*fQRF?v*Yx{_CL9bpqF zo!f?Mc_w1gsn^dXa0r;Kw>A#|RPtWqk;}dP4XM%ClY0jz+tfpD<$wSddG*7zaR#;s zr>ch^*kk)m?p37jqB%~j*Qe3qa3YO64}kWALJ=e3Y{1=jlQc%_v}aHQW*SsLSRuh7 zID%N-1M05wcXts6fnQ^sp99Vqm$yAe&+v+uRWIa^Q9$l1lbNc(Ld6UQ(vPrNu#XT? z5q{T6_Y6%PQi_XzmvaibQ}Li5{!gwlQxe)mqNhH-uMpG~7nbHY;u6hS|ofMoqAr2k(nL>pxT~bM7(NXv^fV{mrG z6i8~K`s;w6tT6=0{fVsJmqoej)+&t1UPZC=* zcd9*Jp0(=sPo{;twOMg~`Iz=lYard`B^cHf5en6XBSvB#^)8pLFdKM7I7NJ){fbqen-kIchg@Er_RcQ`EZ>|grk&buMh|;k5(4Lp$A338wU^GTIK^hg<|7_=k2B- z)Cez!2dpCg$LKJ{mGnbdEoEfC15iY(S|PP%_eoAP z47S2?Xg4%yQCSkG9Vuu;jyMYy|Eq6##%4CR`bvaRwk&nLIGoP3W@owvIFjb^7~`)| z=JZ6muj$55r4cUBHCX6>Y1Y$X3)rsJH;UZtZwN`I|0Ck9WO5cmvZRhP5b)A)CtFF) zUkG4Hx7WF4b7W`{{=)jQoi?@@KzQ~JEex(M!>1YOe=qf-l2@Q=Wbdts@b^>Ac*Y%k zoW!8}+uoIGg%Gd-r!kqQTEC`;g?`_}x|mQwP7Ja;8F$U&RfF`r>RG9v&5Hp^ocZx1 z4yhjsRO<3^Ag`>V<6{?+dh3(6(~D|IK2urT?$?@hDQ6N2uyfXRHj-Qif!08^mu)O# z1~`rR{dq*-FhMN+52&=A%sU_F>qR~~fc0*xH8y5Cl*hgFWM%f>DI<|fc276Ck5LTQ zM%LL)Fzx9KsmvdA(i8I?SSq$c8){xZufJ8%m=d`(aZBvTJh{e9P) zAI8$eSQqr|WpFvL-^>?v)4HLN@bgyB2z&zjppWXBj1y2Ps2x-=+b%&tPn`%cz*f4OIIp^Nc=t ziRAWT9t_#cOu#9}Cir|vouUq>MG@t*zlDq)#luPbAxi|OBD&|1+h;O0Z;he*MG2Kp zlcWgKRK%Y~(~oLAjqHnLTd*WihqhK=NVSv4L4O5RT$ic|Jfs|3Ed2>0J>BUjO_wVa< z-j|F_{++*)+)0(xV4F>y;C{Qv|3xxom&NtjKnLW`^hM}QJBKJq;}g4iG8>e^$Se0n z@K)HzdGPRJNsV)f!cSZ#82Bpi^7u3CIlT^Tu}}-j*tY=)UK7TcJ|OQS(WY_?>`dO! zqAm%!f9u=oi?{9$GtFv@fdr~t1BA5}+!;4Wnvmx?U0Q+{yCf3E^YJr*t7C#T!o3fy zsmKfZ%9x13u(CV4i*q-QNyilZD_ze6qgysmnLKtp`raSfHs-K|&%K#X(ra_SaT!Qi)uPEtRa;M{0!^0CJ+7C} zroGS6s#P4^xKF8E>-|Mf##gn(@7}R|{oTQdbdwV__%%*F|zaep&OClwQiqV zMlvd1b;B6@s%HIYPGVhE7loMnec;tPiFFe>2hs1fTjSb-yk0zIh?-fh?=;3W;Yr9i z2n%`y&zU#4lqOo0v=JLz$2|x!sbWsAq<_KZbY$2VqSsSPbSv)M@{nF@?cY-~0Y?f7 zi=OoKn_mNKdhR8uj9tRj7s$su@SF1_G1@$`7yK`%$lhJmAaA5zf}y3AbSniP z4$sjVOUYe4zH&g5i)+oCzD*gx2ISdXmOvcBXMyvq#|vUoZ^ zdO>Vm*+Pa%lu8gz|5se+U>(F_%$qf0Cg6mqqMupNVhX6M#T-O4Mnof~hA1i>MENZa zP}dc-Cmw{m>STVrE;UR+(=AuSFD?0zC;Wa2VaJFTl>k?m zd(#PEcw*8$#I`6WGK%ZJt~EwH_2fVTk?aU{Xy=dLnkQkSJ3H3cnH{zrSTPRNQIUo) z1KhHY3_1}C$*>i@NSop3?+EDkk}9Q7l3sgV%!?qwfxEz<#W8-LuV}O#fa#xM+kOsd zMMiWKQpZFY%iFCof0~-Sh%n0qe!n?_?VlkAfsZnPEaMhxG2Q;!SxLHU7zb!%06NVw ziZNDubmAP*Uw=}2&d#wYkTQ02stuXMNumX3b$$Q`~GIU8@+&#sMNOTnc^uYm-;iDCvebAmuYM+3u% z_rpMsXSZ`2{7y(-jo&^*v#GRYfy`R`Q`sU(=t^B^xU{=iUbSQT(daQKSKhmVNt6Xa zV_79))T3tXN@tsZ3NBxcW0C0xb8wYYn_7;a90K)RW~5(#tg7I8LyQc9N92|<>n}E0y4`U&LRISP?`_5UQ~tkymLp$AL3@$vCUY(Xb^nv z$WX#*(`Ew_xl3$?XSHkPRadE+P~#%O_OD~{25a=68Rym%1ITqZ!6oVB@_9l8 zcXC9W3!j=jRoEU7nd35Dy*@*pvGpHOx;a-**R&DeksCkx;h}H#K(?FV?sk8k1;&bkg98HJX^+g z^_a0h&UewfB9X4v8l8@Mu#qfF7wuJEg3e{M4?i+eZ&4Y~>~V3xRrr>_#lfjwZcZW& z`>4ehHlMsbEk|8PlMZ!!`z$Sh&SQ%F_y~lsSCu2cN?*Cjsn7i;Z`3+TtYf{dW`PYk z3?(t1lXNrlT&z+aHHyppZvUMofgdLA0LDPhAxnm*vxZ0d$ommwhu`rEM^Lw z`8$jsJ&sZ^x`ZW%y2n16FF<9-6c5RzdhTS24cI{qIzNV8+8+N=7$+Z%5M5yDw-X=i zcruc;?&+kPOG&k9;jQiN0F7HtPL_G4GCsT7Ql5WQd`v(o)?Q5I8fe9#DHK*RS&U)(`#x1!l#}6pPb({q<0OVpAxJ{)HUN=#sW3 ze48p`RZc}v72?nvY?GJxN)kDW+j7dN0f)p=gABLOAh|hqyju;6bxU^n1{-8wWHZhX zPsSi2YWIk`CO#fH87Jszqck0cKFsuKi`r~N=MVmbqd^zObvNYF-3@OIyX)uhaibq= zOI@{?Z5O0>D-a5QAYI{}8ox;V?VE3?FiGs4ci+EVeJ%vLZ5D*{9@cPJ@0~`z$htYY z7zR^*y6asdq~GtGxw-hI!A?o9`yjBC1AR{|g8sq>$FVOpvIzYX(%e}1wj#Nu%=~6W z6LO$}PQ*RJ9dVbLG{8e4ClY)~!zg3nLqLs20m1L#i)}5Nm2tq?RehqM+*r}wbc;d^ zb6hzw#K5JmMPuO(DMA|}ef3Q7x0`GMRqU%F?{!`yyz-f&{LC#&Xu~XWreMEh?j5D!#7u z8~0Wqvw?6%;Df3Q>4u9@Sti6ts_swvonPdmF4;d4;6gGdJslLLd1T`erDwAd+W8D{iHdNMD+I>q67XHTV|X>#P+eo}e?w zaxap0iOg`L&bq#7FjrU29TD)Wfi@|mwt-~*AAWkETksE6k$Ogs_?}3=sh2VKWa)H; z;P73*i)rUx%z)MvExjo<#f|uAaf3cH8~4sAf8HQED71u1d-D=q6L2(eC?uTq!uXl# z#PbJ$&L+$#@`Hs;B$jc!pwHFH=+qiJbW+K5rSCK0C_Gg=aAHmDq#8o+yDFV2#gxgoyuj|N( zWg0e~$xi9I6H)s-8$PL2$iatE)xfzbM7&;TS6+1LGTS$^3lb!Wb@S4K2m#lk%0B!M#3bM1JSuHNbZ& z+zyB(|6sVhUmuqZTT@9Gw@AV#uW_a~Yb8ek zA%3yPt+x^!3$^*|kNf3z)|>I!m+Yy_z4aw0=6_XJNs`25g6y4hHczSHOw}C*SSc|! zx)yj@aoxS;C4SQ<2zsm4{pN%5)hwfN0;WpI!fLESz!N}QAaQ8Xaoe4}+yq|ag6cB5EBis@IC?~b`la=ufp_xO}_BYVhrAQa8JB;mAFg-#E__?&u2xp!h{p1L+kA6nBCMx=N zy%_NtbC}Cq{if^#KX8xd2e4BO@`1eg97pznaF5}H$aF#A8}tWhBYnFGt`&tJnw#FE zW-krv9B&LH%YqJ@5&l%nzk_ zVQQT3jmJI^i>T@o#LWLU?VU-8_HPk8me@qh=rlsoB%b-jx7uGrbjTn_-;HQ>eDcnd zfOB3}|J@zC33FEAcjf66h>01QBS(>~Z_f6OJ-B@=q91vZelr$Ccl5z%`ptzYo>}(o zu7Gi-)c<&d8^blVp%IhlQ;kb-zaC)@dGno`)ayH!cW9OWA@;a48`Ar7XNmW^wcMxu z9_P|&aA#Rr1vZph2hw9H3GPyl9w)@CMHzGle&{|?d=f6wqx(?l@};W+!&PyPZ}p>Y zM(^BCfIt~aLr(fA@rXE7#-nLSy*LOGB|M(MzT|9p;=le!B+}N|G=sHq*gcKVg}J{x zQ?>si%k{;>V}6D8aUDrzgpP{YH}vz~U>w(5$3Ddp*8-=E8Fx$ctrJ%_7gmKQyFWjF z3J|+iWz=i_=eO5K1T*Q}Gm{0rH98)&c`0T|mB79o0Xdfwt^MV@RV=)4IRIl|FU32k z9aQ;VEnP>YfVX=hW1Z5`;K6gRL#{h%Tlp&mK!%#6$in*wh^&MIH#4blPlK!t@tCX3 zs*l%{Javw(o%wP`*KltqceA6mi2jDB9)kWtWS6;D5a~bHfpf;$JoDlUKrv>P+JbKx z&3JJcO)J(3U!$y2-)YwU_(1M-B_Z;pFSG9)q2&84Zjv^+2{4<#B281g4#aZ?Dp)iQR~5-24yl;XCG<5Xa~K;SiRl zS=bP0eay8HI82DAymrKZyz6^|uf#x2vq14O@Xz4-$d`IM`+X_O@B+^OfACGFA3e%B z?PVJy($)cQ_*s02e#@Oj{ct*s1zV2O;?_LWZ#Lv{tfw^zNLl-UV~?hD^5_|&Tdukj zOY3Ahu$Nlr6cG2hjy6!%r7Fp-?8MfZ&&=wFu`s|g_P58uNh?-V$(Z;(hC4yniF!I7 zIy7nB_fx80rNFl?Z7nvgy}okmgS>C1DB)>mz;NPspn!TN4W_)^^M?Mg5B zik@M0`p5nbjMehi{)<@GLeo(341TiA2SjhrJajSv{+`Z6degSJOngwBTH~-c8*sbc z=5br#SNY?=d0})i8w)Ew0bOYN8{KgbxX0UUsMgv4yTr{BJA@+zcF~x%;B@N~_Jhyu z2O<2@Bt8x&*>4=&Y#(+c1quL=wD`vtJvbrYNx*wxlG!z=AbrZpMmv_~>AcUKX^~wp z{b)e-xj^Pd(|@nRu^O>Qv%PQwHv0;Y!N>uLR){l3VoF^b+X{h=w%1Bh#|cKhvuuCg zpz$111acxxLH&H~1$O@sjyS3e^mk?tZahbLYqDa4?J=T zf@h2(On^V}K~6p>x8hT`3xsYbuxX`z!JFn3a=daNr9Awq2w$|?rJOe~*>?`J-gF~F zMBd^gx?e`c4Kt|yp`&yUX56h6xlqv?_0=*Tj=JE-^bKfZ5>rYaQb+yeo7&zoegn&K zVTB1F>?mzF4VBNY&i3-hRUrI&#+5xIiw=IO&x4-<~-S@#ZL82sw~#pckU0N zr>eXZ#q}5pwhc$*Z-o8B8`V7LBvVJ2Pxdk%`o5xv?Z> z6=HM-32pN^d;OZJahpR~6F!R~c~k@3;!9S|Z!Uqp6iZHsdLa)peQIu{sU7-$l3+Fx z=q1(Qfkh!}*?q*nFW)0#_VoXG>mywL@%p8?+O$BQ+hTq>N+Ggs7U-A5nLUR5 zEtE2jD~n#%Hgz(av<@iGvuawzHF;p4XTW^EVf%Fwi_KvNi@RDx&kk3I(^yV!g}ftV z&q-wEiZXSPOH6ICNOS>cWA!SJKR%sYeG{@cNt<7KMv6Ju986<5m@ZGP(`0hx1u;{l zbS7@|gjaBrs1c%FjUF8-$!8ZhN6UrIuZ5)3@e>@}68!u&2A+O$lXz8784$jW3&uJA z;^{DBLC_88V2$vTeE~CFbJFb9r6z<&A z^i=C+*iH-6`1PvJcixh=WR46s^nW$Td@25ing#W@-9?)7!_WofKTt|pA+~4zGL5C7 zr-cst`ufNK=P;jX9=I~bNIp-y;g2ssgz*JZ0OJb0s%9dNUCsr<%yB;%A3r|^yiZWc z9bbVZEYl_m7;{ve5 zOAv;vlkxoyqi63 z3k2N38{cUM?4fvY8wi7LtV_Phc=vXA+^)~f#3}w~7`B2b^!~^lT{yv#3Oxli~0rR~)}4&11gCSns*Xc@(w zJ&->s?i1~e`K4eLSi1#Ux7r#%8bC8EFx#HN3hw7bkY}rBN&jiRL`!Tr4XbWP0yc$} z@<0q;oh<+GK%{UbmMvM&h&kg-!+1>*)qRbwJY*F zFov~^ev%MW%sZ?Z2dFQR zMy_9y0IJ^yVY3qO^Z>O@zDgc@mJh@SV4FCN&xzr%}$oMw7Ub ztjeW_5%I4EnJU!;XT}b`35Hm4D1+xup9%!c520Nu^~`y|IS<&flE2z+R$7c2;hoNn zpBhe3%Wqo7$Uin3)f~HS;&GsE2cHYb_;MDu5qRH^hkf%y{)z|vw{aqj zPZ4+`Gaw&y)04NFvu=X%Iyk+giiho&T!wEKX0d|TH>1lB5u-o=_91{b&CTQRE_+$v zBP+}S6N$&4OaPDf?;q;_Ho8P?ULPI6B1tAfj|AhW_ScZvVn7S9z<9q|w&;6kpl(Gn ztuSTAMv^{^`>VHIm;vv%YKzUy;9RdZ{^QqjWc*cxc|UEb4da2>lWQDBcIw-lVhX9s zvBNcx*oayP3#`4^taD{LzBF+1r7b>}@4RAATss~)ModLJA#*_yu5B_Dqrp_*()ddu z3|m8-p`zt6LfU6r_u&VR*07f^WLs~}qM-5*zr3%lXG26rb>=i3mFYXO%&;4RLe&SH zI#T>1^B|=_&uTaW-@8E-1dA zf`ZYI|I~iOv4r38ynWGS~+Fgx&E{kI14ezCX@W3Kyb?G?Hh_hCr zOZ`YJa%PB{k#^TKQKqWI&dsLr+m15eKc>|Oy*zebE4{`aU)_I0s|TJM`h`0T`W~}> zN&a_WaK@#yh6#ZQT+P9|TH~p8ahTq%$pCTjLC2t1*1v=T%nQaCaYh0~9qN_-MaZ4+ z?xhq7@)V6qz}Dq6%`aLJY2`m#ONWpAF%!20vKqGQX-8k|r_PuS;H%90gc`b)Yq9ll z?0Bvz{w@Spm;7f;T_eUhOuVz+1;)l+dpfdZ{lI=ovRv^Q+8UhlVIs>A&F5yKj2>7^oZm-B+ZR} zey@!c;0MIP0}$??m^H3|BY&nhj z%{)6D3LHz<`56<%DEaw`SHmNA{u>)DUn?z^7VSgoTP*A8H*#Yy*-Ngh`P1Nr%xvS` z>F_5;f&9%Pfud?!1I0;tU(&yn1;$hf50Op`Sc_|xlUm*uQgOd&#Io3-$Vd5*omviE z`MP=>%4c<0)^YIFwAGF0D*~+@v8y=x?5nj?hhw#CI^T`SMxwO5jPgTWlZcGHC~({b zH9uz&sdwFz1YC(jQSiqJsZ?F8a_7Bf|9>Sb9$ms?Cl2^b$bJ>n#ALy~Iq&P?hBiOk zAqG#a1f4#{TUWsC=T~Nbd*?q)uoz2CN+=52zgQC`Tl>4muILt=9?=jv5T&6UXp>6w z{^xud0dzrMSwOR{FxeQ~xI5_b%UUEyg zuVN~mH?&otva*hpl9xT+k?UOq&O7M_9Om>3WMO5nBR_3IGxf6(hKJE8^}Byc$X$yM z&vcap@jG3fsfpZsMM5I72|IoS<`GI#yLI?ayJ*mAYrPVqR^Zx_*i5 zra;!60~2cpf!P6GwjeYAnL4A&7qe-yje3F&nm8iJ^R>^iClDO;7ey=UWDLro319pG zm-Y641L*(obe3^Vhh5w^K}nTv1O+MSjw#(pH;8mdca4yeZjf#%k#0svcekS(iBTKd z{?G3FexB#$KA*kX&ULQq{LcA(PmBhob^*$rd0Xy+t_)=juSZ)0jIUT3xV+rj-lLWG zuT2J^>ti4zVXbdv%nQ(;^#DZi@mD@A*of6@6UODLN+2MYWMb+O^PkJ%rKq1( z{x>S!d1<(Vh!3Q4Pc6SsRgR#@Omf~yd!0jxfd?P#FZpDBFBs7u_w7bDemEp+J%ovl z4q}N+xn0F#DNq*a|8jiVC!|12Wn(Dp!~W$!fy6JYUKRZ?&4D{MC$0i7*~O=MYlr)J=SYhoIS_RxYYMB#t^Z=aMp`xBV&=bW`CW~!Js^ZWu|C7@ z|FZysIGtF<^F>u) z7L%7n7Ph6^lU0C_O#8rGvK3GXKg+y2%mIsp{CZsqQ}9AP66tyDF|GOMUU->}PY+Ie^;hV7)^bMIKeBjgD>tVvYkVI#+ z0GqeR>J5fFbk~%eCjhM@L%uocsj)4A-Kw&_?f?r_r%vpfbc!XaIbF%KZjDmW;qPNe z3oROK`LH_;Lpz(wD8Fl-KV-n+iSv!jtA&^_7rZ|1PURDr8eL85xOMn#AOg(m$m$$4}DQ9?PqeIJNHlwQHX4G4y6u=@}v2;^&9f^8}F!EJS=j zs9&~&9E2~ch@d$?C%&7%D7(CW>p10i9P4Y#pm%_=(6C>@SP_Xi-k62u_&eRf?W7&}fo4S3X)9{^R7Z1`We$isGa!D2)vb@H*b>HKrW!-g2sNE#TI4$pB8-j6j zWb)W0>9^srP=6b^CaOrugyHUP7QtY@J#sz*_*#3X`*7Y>z?&V>HQzzcyl(%rwAr$( z(*@l;&uL1AH~`v+vpY-&mt(SSF7(&`E`>!mw`(N8HvwX}*fQmyD4=hPIA=-MOXZ1r zgPz+fektS|Kwp^)cbTCeR1|GyJ|~jvd0TP#pftbFf!B2LBk2=;Rwnf_HU)cNpX;vS z@Fb`NhgyqvJMYdLi)v42Gn$I7rIi6PjA`1F?RmBOAM^S)l2ozfBv~%-N*~j$7cLx( zmYXxjOoP}m`^+J_{Gp46c0YTXKDD2Bl0zKej;QgZxm;#R zaq*amB)OM9Cl3yVR#_}SWXaXkKexzs{O0LlM`isra+j z{ift!P+1M$VMJ7@9!lP7?j$@T^WVvGdr`SKTltXS%(6c=CMQ|7=>#tiT6?@M_)D{!Ptb`0=5 zljJT)$c5(VV|$8*;7W+P#Ay~Ge=2)d(k$UY8sYK(9H4t}xdeS0u&Q|4(}66;(d$O4 z)jqiR*Tj#`Bp~b!7E>9{8hNIRpAr&hB>DO-_C|=)cMf)%OdCDy$Y&X7L3$YpNk<)_ z|B(M)q8AaTyP^B}w)*G%78rT)#ssx4WiVYXuA53O5qR`__rBp^;=JiqMvXr(cK&Zt z;|f5Ed|j6iW+m65i9ZWu<1|+hW|kgc1#4p-aDr z@Z>6X?ZTrLox`-qa~~tjVM3hmMAU!sgY^j;Pza zE&5kP4EWTh`a;KLG07S)XkI z)sGRqGpKfSZZM+hK>SQ8dhzBA8>1Fp(Fq3r1Ioqwxp5;>9PKNMj<29mxBs1}zukKa zR(}|+jb6OeT?YOD&*@IWo`!FZO>)}xUyAnm0iKC3Eq|>r%MN~6bI!kcBT)c6=%$O$ zY4fs0+E{d=#vRDEt*NOGh6AhF1nf|^N{3GmLY5)S!~H&7p_2dd*BUI?Vp#@wAwlGJQ{ZfPij7DqZQ}R2KdW-cAZ7;Ls+o^WlI44lOuugY} z)IyHj)DnQ3BGjPTJ0SmUA})akDp8Gsz=njUX=CzKQI-s6Y^ccjk`SNzj`&5zc|Hv` zPr*^Dd;!5TV%69)k+0|6A+J9lK2zyt#SIa4p^1<3|ASSIQq%4mz)JSGJ&;5CyoOvK zsv3AD{B%lTSy#X0|8NLJ?H4|_zt~O2?nB-#&27MIJdLMGO=W}Afba6`-Lks7nz=>v zE-%#nj0rrndRrbeeb?AK5T2k{6SAvIcEw3y3I07OtJpvxxBDG8Ce#$s`@+xxCwR)= zYZXwX1vO~{+*LU2f%P0TKS!V+&TEc(srDO#RF|W=`OHWbe-{y(iatYTEluDneN1Rg zFpnF0R6;o4(+Bt&{QUWtAcTJHg0thtnC|8@9+MGiPP28^89R6ZvaVplb8nifz6akA z;?DNv!;R524DjsDB*YQb$Jkhq{hQUZPQFU9-#g-zzOjI*O#&iEWl3>+66k~ zzsMWv7DqYTq)cfixZM(;I)8~1qyJG!Z*YNV>@&#p?9Z>BItlncc_h zu_KEP{fpT8f{v#_UJ__CW%81QG&Ho~j7CFy5S}A=XfB;S4xK49-{jGa4&L!}N{g`f()2A}z zc0JMZo(@2~jL(yPt?ct)t)?sA`c?U@gmbqatPrpb5xq2UG$p$<1kTs&FddpfDR#sJ zxrJanta$Lc5CP;O{f+?9RLpHW`oGirO~>EO+h3#;HWFq$4!RmoMza5X4E6!7oI2z3~edp2{3-o)D zUF`o!$1HVO&e9L)7vcvtVRc*m?Z8dXuK|n{J*cr73qrT}VX{>^3cL(h{r3Ss%f7mO z=fyk@lJo{K=RZTJt{vQ+?9^W+gCle`Y1qF%aaYxS;|nLuIi zp)rSP=zg<%_frr(H}(93#IE&U$$_oW8q9$f0A87_`y+yC9YLv*9p1TrRSQoDmUtbt2N19>67W6H*C@1wp9zF^KOk=mF6qhXsX&S4^7+kV7Pe2aDt z8-MioM(r|I-dqJoS67P?>mM$)0dRi4rSANQ^xqEL^c2p3&oHb>q_KI}wN&<9fFp^V z()ZIB-I0h&^X$9UnnJkH$=UDlUsiA;lp$5c=yx8W1?90Q)N0vpBL_13Rl%U2D}lrO zLFd6CcaH{ofk?9?4YXj=hRjezo=i7KO=D=h@u03>=`kWh-J2uJ#I|O zc;K(F!lvOvirm*9!kJGaQH&xcOOkN@rc*5cd!`0s(=_z!5;W-q7Da-I%B^du|% zP%eZ?RlUG11^fvaXLGjFw_=}p@VD|Qwb?vj6GKb4($hxCWy0Po-IsSSn{cLeh)$-F zGx2sx_>QmAxNZ9D(etJ#m=1Nw%ZBD8!iU?SyAAZ_0pMcOBFE-I(FIrD(F7sF`UaY4 z!N+A(7cv`Pkl5Z)xmQxUo{SiTD$hl%Vox;?}-F12e{=_yEZ)3?r^E{Up zwqZMfd*6(HXgas>jIN8ZBg%i{U;;6HN61negB)lr=1`j&lrrs9W7FL}SZ>=5d3L;~ zC)Sjt2KL+r59mf1pdVI$f|#<+9qvDM;tnxAeqcs+iJ4Yf1`N=w_jG~h8%*%@-;3|} z=-6`3fZo@gMw+k?b1mQRn2zRuhZ=HL@~Vx+T%1YcNDzZ2a@RbQQa_wzHjdvm%`FW8 z@3C9GhyI7AAu$e%U;QQ( zBgH@xAg^=NZYH@^#6_L7v`*PrN8`^c@L1vA!NgEqY6qEz4F; z(lM}nwlGRX;q~dVI9C@b9M;{x_8#M)+>Q?_?7W`L^EyJM!#Up;{2l`xtGTt)=H=)W zrNTKy+y1o_kOzaF=aGNZq9<62?e^05=Z6@Rj(v?hdR#P&#xRXxlRGdv2iek;C-P28 zvix3R86!N^iHA8jk1}ZZQWVkd$o#TN)(hN+AEs<)g}cUER^-e`{+uFf?voR+(K9eQ zJ^3C26(OUgTez=jI zQp?p-poe~0Lp1B25l%mI_#MnB$p13V&FSlp{ClxWau%kr=d}I$5~Zn4qaTX?S)m5g zt$=&JNr-VLUjo&B8_9pvs!>Iu`rgcMFrWJbqjz1!3bL)G2J6(k(>!P1J7@Vy8(QNJ zD{5Zgf_tCDt+CTEx3V0uwLLLUWqXDp8otS1)(CYPUB=m}GSx_@=RHIS38cVmDS^`& z2+<-!G6=f@20?#%j;wm)1YbVNZ+bJGMn#tm;prF~u|La+p14R=%LA_OK<|OPU2Dln zgxXH$`i0jGWEp5Fn1G!n^8?vmdfu&SNmE$VJGpIo#{35P~e&ShPfE{Ze=^8 z`*RFC;#p2S2C;Kl^6lWy@ns>AyQYFw4XLMO>yIkI>JOxNN{M(W3w=_Sp+07x-xeqc zQ4xtAO!C9zer1*f_@mh}4lGMAVBg?r)D9#J9XN-=viFZkrmlvx1L8o_Ge6lJB21=8 z7S#dVPHv@IfSfI+oD!kCdNs=AtPsL|$h!y+QT((=$<=5nkyYni%Fc>o4%X0Lg0k&@ zd{~xL?MdTZ$%Y=IAk`+Q?{A{p(<47GXzqPj=o%00QT^O3AGG?D@i7ib+HQOfDM9vH z`pZ1@%mZHcr8y2?Z5-n;kA2aae4`)*LhanqC^wR$?Du-|nu6z4OIw6kd zPxPSb=@%t@$x#fKdCYS6LK`D@){sm%v2OZfv@jgIu4#SG2(Hi1ZLY=yRow9SxK%7| z=2as^r=IWhJTYz%vk1ZYz>FyvPD-!#0-aCBZ@i#~$mTBDDWS(GxLQ4e_~KCvTw%lrGA+84yaChq2F>XynIKTo+YpW0T}0paqm}I}JOZdMplTv0v36#A5}X{}qks ziy$BrHC^YY-YN>_4qvIT%KHN5(ppxT!PD%#-2PM5^GeS!?S}_Pb~ul>^dGu1#jJci zrTxuD&{I$SgM0Okcr?=EP))*QN#eUT@Rtw;F1yPkpZT+9-08S{KEoIh5z5)Qyu+EN zMtJ`%wuejL+nelv5tjib(a*PHucmB!bD0a8{CAKNC-80j zoBdkk^Z1k(WD45?6K{oG_#P8s*Z)pStdSC4%&in7H|QK8j^o+khM_|no}`pTQ*zp7 z6Py%6kDPfJMdYT9E}LTt8*1`p((I-Oi7UW-b+3GvF?6|D;{PCV!X*mb>H={wb_rAOqcN; z3ip~f)y^T}2jz?9jZzpn%CInm9$X4dr9Kz6Z9b z$F#CzLhC?RJ~p*)Z*>uG5$uin?RfuPIcb_%=Nq=EXfWfCoN+bk*PicR3;yMjz56Dq zd@jG7a`RwDglmRr2C9O%RlNY#MbM=vNXL!S2*3hx?juF#Azo$Z`J6H(?mdIBou04> zs>#gY;l<@O8d;GPyE5LAK%s=YUoKpNPnKD1)^(t*qCY)8U0<7prjErh2F-bVr8v5* zUch$2O332R5^|GMJ!O}~9UW5mL@ed>jisfB#GR=_-s(4&RMMF_B8P1g{MP-_Dva)N z5^A{m!^9;aM0R3f6T*H%VC_F)M0BFx#5gFFNabh-$9-SpmLl|^Y3zx0ppECDGGNAv(8Ry@o9E-+(r;X5M4DjO#EZM`0+rcgE8k|BE4z%?R~dL)9OXRU+)7Vw z8#(emWpLOoeaCc{7p^jw*k22pi$XsAT^(Hel!2>9+fqkCME2JXPK5-W8e?qhl*2#g z*(N-P4u;llnB^bsFJ%a$rNmB??2;Frl_u`YHI_=L^lB)*8s4(*Me9Szb`21<;2_a* zL+cpD1Zrz5mBaV}5Vgj4bA1&!XdX28nzd)r3x3yrz?}{9rlZ3bb9eVXP0i_hNi$)i z#H1ByGj`QGGlVNKtIiBzT9mS9C888^TWE`)VMtQ}O z?Z0$pUS7rv>GmO8GgX=-XU-8dS4$W&ctz`;;hLb=yigD_T2KY*`-z-G@LHzD?W^8f zcwV*~98Vb3BqfTu_&(SjZ{BA}vA@sB2^A(YDod0NwK)0X&pBImX113Bc=V%)j}gSf z+%mo3(Vb`tM`FIRJ|BVEoJkYTU8CP&N;b!bA|@l_2E~#ht_p!gRwi6t!ev&@oZ1CK zVlpNVerPVG$u8);e}~h(n<&5l%-Q?i2DSi)G0);B$^e{R-<)y<-ZYi0Nw7=a*fGJL z=9V}ENFwIdM9xI-&4rWpY5aD4NVi|qRgf;|iPN^)Cm>P3jxm(+UDc>epQPiV3J+C+ z^HbxmBqq{I4Pb3@gNH<>-9`HNoO+^bt!qFN>GwZJF1b=22>Jl{G$K{idHrDjdqvk&WQMNUiszVx#{<_`t+)Go(8znAb=DrTW4i#cf#{3Ud>9$mNfnf#tq zxWbqaTbP`o=C|=zzCK$QNB`<{yw}sSZZ)`Eo(v=vt+Uu9pP=h97ji$4m!S0a1`4d+ zm_0HmpgB^UnJ;DX2~T9hdLX;U%ot0m?lR+UDe1siN7XRB^PnZ!jzlTO-Wls3O)=!^ z$g(fhe@qo2hs;=~IvMf7J~aJ@hRj~+cAv318VOe|ZKRJ3UV@Y3pQ*xuiDN*N1MphC z%e#Sw?d;Y=G|_69g8=b@-mxX;Gs+*%iRDnaYWkB;xn%K0m#nltQ>Gq6WTKquUsMr! zFdUll6w5jmD71HdcN>O7r4zzZ^o|+WF;9}z*K@}wNt#ntnr^C3>kNYVjElZ!vG3FP zsb6b)G@zda1?huVnAjpAtns>Sof2HJV}3bZVpT;VYjC=OWRf!1J8fs0ziwan3^Py1 z9B&fKL_A@yKf*c~1=rD0RYR%CD-~fitd(pc<#Hi}4=kr@e66llkrnndXKZ%$>b4R1 zFU@a>Ndu<6wZD)-^-Kq@h?sW7-2qMU`uhGd*dgR3A)Vs=X5M1I{h-gl_ic!9T9}dq zX+gw%WcJT2PpzUBTG5=!pF2?Y@7*PI!A=41p5x^5*vg21jqpJ`%R{o;b`t+xbuPGD zju|c&%~wl26>0fnQ}N8bg;mgS9UrI8*Rd?GX^3}|J#|3;iZdms)d+EGQcCxnK5`4J zFn<9J6HG_Rz4$J~Z0W#L7gxO65hfmO!m`M!TzjnlPwW>vve$w3CO3&ZG>eFZl*;@Q0!7N~6fVa_uhGCiYfqF8;clK1q z?44fy(w|fo|CwMdw>FqT8DaLo*p1&zQ%N0Bt}SfzueNY`MM6?YZO1&}`(w+BbHTSg z8@+`I87j%R-inY5&XWyF+Ei$IOzz@D>1cU&%uw&j=4(*+gnTQ({?0Z%mKpW1)=L2h zBG!X8{?gsmIZ~=s@2}?uTOF+`|K$|z$sBc4>=tG&F)L)tBq7lpI=)ap+)n-4$EeYFd!(8kC0U#6okOnS-l8PHMq5RCa_Ku2 z;&1*eV^>?Is>7U|n{Tn6e7(YzL9IY47<1J<>R8Q4vUp3?B%)YQTwQvCyI_`hR^EBY zIm0p3>-0`^T<$ShYaiS#@7`!^U{(!O?Y=KA;eB>0lpT*R`n)`mX2KGGRLD#@t%W0> z^N8=grKyma;%6Sai4-w|*>vWMF``t2qz_N4j#q5)NN`E6^ zCUURk@}Y@-q3D*Eo`YZF=YOn6v(l90)*TBkmbNAe)UdJq%{ut1mFn8qI*ZL^W5i~_ zNe&-ZF=E{rwBWB~IqCSSLA?w*GM$` zBZWzFe6`T>XI6H#59RtzpKYmtuxOrL)kb-Z9M{`# z(`MiTD)?<+L+_C`p}k1O=5KOUvxw?c(2=g&pP75pMvi#qRXFrQ+J}wh+s^d`=UK?_ z#2+*1FE!D;KdcVMv@mNpw`(f6_W2edx zESXnND9gIK_BkU3%=5MAEmCGtB)@ekR#ksUz3m-+)N@1;lJ&)T02tW5JKK&|r`3lO zDZON@LLPn8x_jF~YjhI4@B87caxBR5v{4R}PEY)MPEi&!X&azHU81zWTWuuWt(FqW zr#=1C;%#wwzf8>02*e?&g`HDmj<=|!GS-qVM8dsTkTBr<`?3@tEMece|7J2Mrt%AAh$+3f!G1 z9(Pncadq*tm?7l_Q);kXm4#{|&MiiO87XZ>ga(;$O(_B!BxclYp&X`UVbj2q{oN(_ zq4I#rAao8bt*e#Qbsmc&V^(_8Oe#4G$Ii)^0L{W9GN15gWPmfJh9d8u-fy<4FeeG$ z#kIcQcMV`q5F5Ev=bFUtnvdgMp;F&3$#)LKaXc_9`sSp$h=*8t$6H}!UP=RdXEfoW z?|;+!YpQs>{9Q5MFek#|nUo1MXZ{eo{os%IL#fLEIXZ&j$lp2-!)UCAz%%GdNijmB zqq%5JVYtO}yZ2;w3BqZ3qa9NP)OwYM)5abT2^_SU@q6AIHuZ0;I5CToRf3-rjDBN5 zRC7FXM{IO`f~y^xJ_D3GME<2FUd9?RGFYs9qokT2VHC6c`;gI=NabK*zVr=b=d9#r zFoFWrBS%5AYs$Z!V1H#E|0g3lB=Pei$o`wZyTX$cne;an{j4Od2?{>3h4$7QO-@a& z#qAtwYkNFvLecTin@=^foRP!=@3__3PQR-BZgDNUvg}U*FoM!zJS66BGn;yXGOYj9 z`KBniJwgim&W0Y~Bcd!dc%#iK`zAcD;W5^4N1IWtdCk)wcQo4N>fSAJ4|xpD7i`|> zFZ?2l87cjr))6}9G5|Te>kC&tRjY5;ycf*@m%`56QR=uAO0DP_v$cJ?^7&Y%8|K{1 zIw=?Qi%Q`*E31l?Y8#~0sE5eo6Rotvs@?fH+0sa9BR8XS%{`InzN?HtoiKebOvzL( zXQFbeTqnu-!8+!R(4zxoNcqk zTnYLn^t#_ig!`|!VH~U#=TFAH8Z7l^+`1}Twb_eGy8?Xa#ut(AVV|8`iN8Y#-mY6c z5n|Tnb5&_ezzWTOI4RRzpw5+4vG=|87P{aY>7@*;oq@|uY3LgL0@0XIAqOnopVvo8 z2=uV`|Gj47Qf&NiOif=Maf!uXSuMLLlOnCP!1=T7-%Xi@4Et5+yA8J)LY~#P9Bj$l z!hm~!6l`s)bZRrb8Lf&Z~K{nPA^d3X^%9WP70k_neS1G z*u^Zef(>)^idV9uQZt$pKVy>J*?vh9?RXbWPbjDzMzm_8D>*8(R5Yh4G&E7kbf?dv zOSd^aOKJi!w;jdba#YTLa*bCTdWs->AA#Fv;Fw!mUq(H(qnWloj#uYr4E?|Krn32F^l#@dRQK-Yo0nw{gzCkxn zwqu91O?=hc7`Rf}E^DBJ{h^z{X2y64nSz|2YaSr!TgPoeY{IKlx=Sqh)sW4S#+{9% zTJlHTY!sm}NhtsBQ@(ODkFRKVlrR)ws4#RMBR|RIJ)>iz&_EQYk~8#FiFWaMd(r8+ zX?i)?HM292thfU`EdF48gm}UIa8jSxrOqWSkk$9_9vDae#I058m1YS^9JQ)07%Dhh5nvd3g{DG$gd~pZ0AbReBm43p0 z@orjGQSLdt;)!v&+HzDRdCtW9ts&xf(PDGhFW%yXA+$*i#4r2p8j`thS; za5CePrP|?ttNFt_HhZo{kmmhy zHeU{SMa+OL@Si$49r9Xu&W&Jyy2^;-O?s=CAOQh$@}pgAqs6Kf1%t3zxU~pif&OUf zPL$r8@tOE2(pFG@N80HwDp{D|t+;&YQ;<*6%C}|u(FQnr65^>7@7ET8(QC@PfrlVE zp43488e(w5$z|i7S8spGqU4gywz$q>EK2zGBOU3S2a3v|dwDVLK0w*@CX8_81=zS) z(`#r`b%Zjj5hOlvX+!4jDP*7Zqh22yA3zP63YUGPVxT8Pha4l%+JdDuy0o0|!Hgfv z0_LS%So!0VAfKCBELbw-*KSy6r%ub5fV5?Pb1YPpZh2Mt{0 zh`IUi$cTT>Vf%`)tDHIa{y{&an19ww|LUVt$+Nv;=yBxy@j?=2!0)9O?}qRrynW6ftMwK<~ z`A;2QWp6!c`XJ6bD@H9h;2dX8F{nXUHk~syp-)QM@msqlXGKM8G~JoNe%t`i!{~;~ zB-<1>p!4cnKKqyRBI?HP))sQ*AMfMW+T^Gmu|B^v&W>BXL>F@|^32A0)1oiTf5$j$ z794ycxOFGbniK6^w%^?01@I#ZV6Et6HD3zn#O7}5b$#ROHsw^1CEEEN?xCEcRaBnz zaP5rC$fwd@DzqWGq`FgTN>s`}^#^sZm!AZbut zOZRtVH5_pyzw>cs(F8O(^y2J=6cB1GJvK$J|cawkTr`Q-J|cPEMJX1^|>=Mun_09>=76_@)dntyzT7Y z*vuV*CGuLPl@r$%SCdmTaqy}Vg%l~(aH)IFdzijX-Q1oy!O}#45Xla;3h6=}HBIGA z)eckxz29%wRUwFChrzX5*3)J}&pHTx@=gX&e^2=N{PWiebQM~So}*(cU1r=-8#jUZ zYpq=zgGLaNwS@Sg|HKup`EU7_Ta5l%1VCdi36%_hXn>JPTRj=@(*~IDp?-g_x3WEj z41Kt{vps~YBVZpTD1|iKwc8Rs=#z{*=j%2{vUKp-1kY1#>-ap?{pnTcK+dj0m%Uki z!-96fi5eHrpMGe^F|a(~)_}h(mza7&Zi%HG`%BASNS2(9LxSp6)pnaE!g?RLj2#Vc z6s$_|=}X*Cg$|#eyIz39PM2%H3uM#ANdODyH^)ws3BYA#I)Uz53yz17il3S^R4Y~9 zUlKi9V}i9da**c>C-tRhB=W2PpEt`YW{6V0-;Tz7A3QPZp-nRo&r`tOj2v-?RideA%G3l>z z`@$|>Q7qnlTG^8s!^yB$%Vo}yDtn&S(+m-E7tt(Deva)11mz!t>Z-{7!*C4nO>OiP z4K6eDLOC<}uY7;7Q)!XDjY2m3Xn>3uSe?Tk+mZ0u&u7BGoJG_bg{CA-G+64V^w;|{ z)26`zD|e6WB@eHi=;;1RoZrNtIm`Tsc0H}37$+ffttoB&JzdM0X)^lX{Y33%HL5$u z8pzW47KbQM;qV-(9^iFqGSl#8ifKTAIwwsAYe#)D{~3d*-x+x+lKsNzdl)0Mg+=?k zKZbfsJDg+L!oWi|Q?jXIZ#)fhSTb(%oU&6L2${>f`pwETtTs~da~0y&2rA4e2h-Ce zig+QK#D#>73GUg4a2W z*eE89IXI4h`9`Cr$PszV=X&J))c}>(45aAXKO#p*LmD#L-jj%YJAEc;=bY$S&P?-g zSHq~y?C>}IUe|40$bawde4!^9Hd_|B!t7jdT`?V@H(9STQ(FAYK-Me?>FwBU42*Hx zQ^1z@3@gO_YH^+DvKuiCD*vUJb<8$+dF*74OU$w;!N0UOGw5bpNW(l3L{HyVv|Wx?oMw^u=uxL7*`HaaspEEB&{$=UMiL1TWg(^v?5 z+h#2Oo*p~OQkR29fE(h|5!VIr_z?Y@3pD`*B{_F>ifnr;V6eAEzp{tHhb&~BMu+XT zL%AAFu@b{69_aW7tp})j_Oq=7?q%?W-1A|)ftN|d=bCUvMD?hz;DjP5HYwxoz8vua zVVl7xwBljr@T6*y0EV&A6*<&io*~os`lrBIA|+rKICK|+xr6p4ZiV-T!!TO*et;K& zoHO5(LfU{?aOo%ayqVRmf+rIGjMZD&KK%(RY0~zJGLfO+V(&>19=*yw=IkH;< zY&uaB93@*OkCArCbXqlnH@|;YZP`oj7ZE;-NbtC`;D~;*Ito!f)VZ-KV+ru?d;kcp zHCnY?4+{1Vh@<@O!%^`xS(@nnC8bH=`Zgt(Wuy$!;v{r_H(mQ7vCh}~cwbO%PYv~# zcEt9K`jWFnWjd@ZL{5m`rUJZ~9?D~W+dBXaCwyH)xBBSU?Cb@|3_PI=kj?;<5q0;M zD-e9IY8uD;i`ZIVCH8SVjY`%`*XU>PBDC`d+}3Rfgt~9qUy6ZShk8C0ZHC`3rcp5> zAnr@BuY1){^S`}u*9BFfSbZ>qbtzl}3E|WE^MWS2=RO9vDlx zI2wXk*^~2PKIesf0gFp?;V*=IP5<(_MIf#|?q$xTPGS;)ZO*54vub%3j%B;qpm=na zc~jKbTK1#;Ova|PI_0B)DZP!8J#{^~V>%^==zT}g%DV2JWaLyc&5kh^!Vu)&?+jHt zllP;AdvW5m(^7y9`?0>ZpN(w(+5~T zP%X959tRWQ%yCz1Ue^W&Pm58xU)28)bWO~tJFvIq(sgWT56jB?SGl@ILVZbRa5=Z4&NB?=@q0A(1myTofmjnk?w~*1GQ0MDnI#e?!o+w4xv?1;Ng3Ti4BI>9D9%lxWbkcRX-kndb2|2U}NNo^>=E0p7iS8quknQ^s z>+#eCbe!>MV{agJ1`ea6jk_bHMSDm{bILDHlf-BZP#z8dLB&few8k~A!-Vj6KkJ?a zrgpA=`c*~T`J^;6q>x*~?(-i)qruIfp zGa+6)S~ZJ~nrvSl6mvXgAPtBHw89R~I)?6K&%`Ebfkg}2j$mJeIvKfHM+mnYt1SnFA1q%Pc3tqw7yFUJ?N91+A1GFCfaNDQ|CKhEH);iQ+ z@(EteW(^KpqKHOhO24gM-G}Jd1P8$lBP9^~eI_f3dxnif57j&rq(2()83xinOo-TL z1r*Se2TtVxQ4bM=*XZL&>?7xoj9MzB${1cPt@ELk&A1gx8b+dPVDM*0thu(T8O0zmK8|T8; z(sn6XlKfI?_O5=~$>J#Gjj=YXXt%3A)$Q7qf zo)Z)iX}ItP%?ay!L6hbr9!ZWG*bT!4_?UT7X7bH-!YRCtXeJ}@>U=+jqu%09WVanM zhOeKZu>45QFXe1OEw$^%^*O}Ha>*Q0dKn={rVBJ9pZV+1#tcUQ9k|ap;L=B2VsQ(f#GGh`|xkO^*S>Ye`UBhRQUVfnZOMy z_ies%uPOAdN;1ufNHF3h^yKsYu&9D*Z+ao{&%He<=ltm0%(M3%YkWy!$S%YGAq@C( zI*EC2MKlWjB5zu&^}OqjSS-S}|Eqlo(Lxf|6v^W(O|uS?nSlFk@j4J02HGUVc2NNP z#+oPdfUPuw*f7U~>3AwqQ($^|A9t#}fqYBN3*O z!4}&-TM@g~qrEXa59M?0#X`bO0V zxz+QrU<_QUvtjf<(Q&(z_^w>v^LV1Ay4RPP+I18niFd7MnkRm4{noqJd{V`{_ZOmQ z9EqxwT^U(mq7)y1{+fL$>V0u2imo8@n9yV1X5Cv|4gBI}bA(|TX35oJF9mj2;C!{8 zuu`Sojrog6^cdgtxAVq}faTV-=kC}Xbe%ecvkRfciJ zDA^9THq;wWmO{4O_*JWc5>r1r?>HB40Yr2<1pnua0;Ej`lD3mE1>sBja@uPhczDx* zif^O>JV5z3490z%F`-CYLA=GaKoTFNaDJ*Kg|2|p->}2SeW5GZ8)3AwmFW0c8D9y6 zHV$8GZZv><4He`OKzAQaLHDz0uqQ21v#Xw6R{AwqXhbZu*={LtQoBzD)bLbXj}CsOfri}RAub1era4uo{x1Au2xJPN zP$rz7m4M*KWR=Nn?-|{Li(osPLWG!o2^6_SDBcW#N+2ijiHe~^tV&m+3(R)Uu!k2a z;%FgpcyY&=(??0oBO&x{v(2(BrnuvsLStQazEDUt4qD@n`YFYvsyHa@S~KYNu2e90 z*wJ7lK%7H`;(kweuhQf&x2Dcp!B?GZHe=@@3DtQ!86EXk;nCO#v>s6Lnd7u&&5cJ- z=9>2*m~?8!T!i#FzlTFKkym|i;$AUM0cLQ$(J z*xIY+Y>3c;3r(b#3EI%-{30>0O#FP`j8^&-&f{s;i)Q}w+~0VdE%L9PV{0tc7Np+C z8+N|hCm49lPiwU4On_X2nKpyczXM&iuA}jb_`aSt`{Ve#f8)<4;7)zUl@W$p-k-&L zCt#uf#A>2MoAkxKy10-1?;v{j^_z}#LJqVG=Zc5XrXZoJEu>@8|Dowj+@bp4xL>K{ zYpW!(4M{2?Dcdj;DoIh1C0j`LeP5@tOu`HyWSN9y9sAB;F!m+O*tfCI*vB$sX3pdH zT+j0loX>TgbFSH#w2EM$))F!erV=B!-)CT;!wH6Tvs0w!tN#F;H0n_ACAUqw zOB8=uGTREsXyvtt%umFeWNf2jxk|h1Q^%d(Nh^p_lKagPJ$MDMvmfIS_9brCO`lb_ zA-AO+cDcJ_tE$NIt=tpNpEYOol}8Og{QlgkDy5E|r~a)a@;#`DlV08#T-Eh+XP6ey z*T!0J|H(2o#y%|ShX-4EQ-h3_&8y=X z1=gdMOXi1D`WG$i)?T8PRIhkrheI&b*6k^fCC`hq(jqe#axHG9OZaX-=LsinHu_f| zi@We5PDYUfSu~bBU`Ore2BmjWVL;V%H~%$Y_2xu(pMkf@7CD;jCls>Cr?`uPz~NkU z%suMrMc+C)a@y8C)}U>Hg<393cA9#&T>i4DNq1u6M{r5m6gI7T^M;O*`%$bmn_lJ? zubrT@vmE_Y5uQl-J@EN>&Ak3$Ep^Ui&h;rml;37@*sC^C-YVFiIpe_(&VI&Py2XBY z0@f7jr?LxkICA&U%K=uNVfa$|5K=3@QJcT#UQP4>T)N~ocVT^iK^agZEJ#R6(IKKJYlYo zt?!ieJ%jygPfmPRo{vjfuI!iO^+c8J)aiP4-L ziq--&alns1+>XN4<-`$K|Az;3)>~0Yy)X;u$AFV@;%kh+pkXL&R)P!$Y$j0lj{tJ$TH2I(u@y-a(<2!{!Ok>EFD;g;i$Uw*ak5)M$!=Z4uE7mqk0=qu& zJ&oY28n+IP=4T58qx4i8{!mx0_+$`Vl1s|n=A3G*dbdxTNe6QIsf-9d@5ub~dF=>> zo`8aAf#p!%E{=J|x;%j>7!PY3Xmy^-6)Mu;)VX}!iZqsr1SUOSmC2gNU1WZ^H!{AA z(Q*RpaYq$n;xki6z4&lbb43L!M#C^UWENEOiT1G{xUGn!7{GfpO0d5R(-t?_zsi{= z+M#DX=KpsS`$jq`W*qIPZfC&zH@xj1a;*5o(fC)Sm4KBYpluAO&ClH-6(o-&`Uo)m zbQSXs#MwD!nuL z@W6JXuaF)|%IcR}Yza3}J3{`x8d>X1w?2FQSp7Qi zv6b>7m=sa{s3es0Y}&4k%QFq^mRgdMt+Go<`;TD~!yz&y*>xC4{N{c++r<0_||#^`l>C9g4whIDG{ z3OSzsK@eEYVXl-;pete+v#m^}{WSN6nv4ejs~TDEhJOJbc(7NUPqUlPf2Z5BVrqWT z(d%g}Tq{EghHe)CR_Zw+!A$95CZm`CN%}24Nkk`R$pV_Gn01(H;=d~c?v`IQHV=gl zbsVoD1eIkj{r=q?(!|@(AF)$US0_0#&hpEBOwd(a;iD(x6PT3iR7M(w>~%XHhMUNXzdo^Y8+BTahm{#Y&-aVaC%L^s+G(awB~B(SyiQ zAhH*blsx;2^p17s#A^TO+huZE*-gqUAm|T0Wjs;#7-T%=n$~}0ewSVd{eq>e6lITV zmEfiKJ`H#^`!XVOt3wZRaD3(!!RJIU92^0tSI`+gImX<&PXY}K@BRxbTeA`2V=noL zcZLikZvJ}BxRYrI<@j4R<`LFAfC}wy=j}T^Tyw)WTf-|vU*O+`mh(CjVfPZ8$=oJt z&n{$yj2Pevk1w0tbNEucJ6zBbpK&>Um9P4@$K~_F92pT|-d!(r4L7)DYCd>HExfEz z6xIQq6+N^Zz_gF`nvXT(?j~~f1LHIEOSpqQnfuVZ8*zEuZ}MaKmTs*hzSOMZ24mA) zNT-gy1fMfs&-B=Y294++fyZI!B{#w&fzEkhKW;hEu=%%hp7)rh1^YHVy=~kCEPrIr zd`PR+{=8dpa4X;RS-N^{b9b2U3+77G$BdV_0;BOcf$_B8E)}-V`{B+QfTazQ+UiLk z@@1D5+zX__ocg3}ie+8XxD!bS6kzK^`JZj0k5e%)q@}Old75f+k zI1cfCnz(*OV9F}Y)~U2$z|Xr_YxdyEXZw^~{pS4mNj$&XSny47DtsOZTZ))}GV_2J z4GZ-g_7v=X>;5G~LQ5Ub_J-jXMNAUrPRk!f#`7Dd*u6%sHU2<0(f47Kvh^njW2p0- z)$hOuu2IAnRQdVh<0#IerkzKuxo!}$F1)>`9*{enqHgsW%yz`gssQ_RNMEN=-{bCS$S7frMoYO!ajCD4-fO4-d+pM z8rU%wdFY6wo3qguo;APAaVg4n7mRL#an$PvVagBI23r@pDt)CBHyDpm}Cg_A~LGAm!onDLdjjZ`rH@`hrAoM zM_qTl%r0fV4>NB#{*pwy+)d9@pg5@b*y{`K3+m$|Mj*7+Lu;UmP?SZxv{tI*e+fyu^q!KFes z=3K81I#PIqB)9<;4Mg;+8u^@aZ@#}B&yk}T-Yw7uPP;wvnwr27eP^6=?p+5vd>kJ& zV(<8|WGwl-!(>(PgkT@2I7^_f-V&wqq6~Aza3nw3VH8_JIf!3txVxOsHFMpJ1B$*yX{P=+Q{gJ7@)=r3;1 zhu#~=Fz5WGM5VsMHG@A%ek%&0wl&|6g6kl_TvaJ$gwPnA^8DNqC@hYqKp5PiMDpBgiY%$(|T5+ zZFW9*+0zIJJczWd|I2Iz2t2Uqb_%TD(~yVvC#o|V0PejsB%25l&d#!^ZC#WG?;8aQ z{e;7?*Z!jU2`VzFBQeQz>99OfO*;_Q1uYC+wA?_^5pjRk%oCxVtFvvT(8x64<4_K_ z>=E>xd{h0l5nR?Wy`LfZ1Bk4EQj%_DJQs*;f1~q^bJhGVMS2)EV)u{Hf$C)R%QF(n z&X|&DLpXr6k0dXy)$~EdfV^p#mqop%;|>;bVVT=+h_PlH;gK9l*d}W_Awld}hT>&_ z$sfaIXn)OBS*nTcU2P?+zOzy8@I87>33r#+heCthRxC@0% zN~z@>d7)FMG)xAwmWcnYqcMJ7>-+ot2}MM=RxR`pw3$j7*b9^hr=)!={H0iA7v(+R z<=3wMjsL|xJQa5w9=GZ-$m0dSO*xM?67p7Qvxf0F!188j#I0B74tS<2NWmxuxq0;o21R+f${c=&v+BJ94jK!CxEvi$XF5V~>}HGG7Up5pBKT0sEP&$R(&eeQ{Sen-<>xhxBH? z7)a2$NzUe0L<+R&a7vdM*~#v{Ylw9lEcVlPF*{6QS5_!V-|rs<5``d!{uhL>7vfi& zvC3Pt{i}OCyfC;m+0OPZwv@5k3>s=*Fp<2 z>xWj{Ipao;tjq$VlhHG?_N14H96LByBpB+1yAh|+K__PGY&mNG zPCbbI>;vejht%-@as`tJf>9oWC>>xJc3hoe`cwxHxB3nWQQKl3{-B0<5GBFy_A^bo zH9Rc_#vF@Tw}YI43)eCFb721r0P6!v2L}9ZH}*lwv%UKLEkZyERh;fAH!W~Dn^Z$F z6mAoPzw7X1827e!bNihrO14E*-AR8nS9<;8^#d@@@z@G{lQN5g1)Y_8tCqidT^<*- zQYA*a4dhiR79*g@y%MM?BZxN1aXhgWAlDE>Pu2mhmcr74Z>ia;$k<2~<&FImz&U}7v@B40P{0F2Dmw(Sfu5PZzC;g;rhIuv) zdrZR7J<*2`t6YSAI*W;&bgcZY*RlUac4~QUdD86t_^@^d#&s>v9Q06umBbr^Gze>u z1aspjv3BU%6*C{HIzmsH8Yi#rh(VXQ#B1brfo+wKHi~l&@T6a|YlleI336-o4RX5) zxvC;3_3l4qDbbDNnyaSje7<9H=JP2rA7il%r@`Jag!-Nc)z%!=D5>qC99#T%9T zf>)lAmy@wrE1*9g3$b!7YfuD#cYB6}NR4ef)gE@uBT!RUDRn}{FMVi>A2&IRZe5`0 zFdaa!{_BT^iMepO2%2|*%a{Fj`%#M&cwyk;6!v4k2_SGS-8LifvB0KkPZ{py<`A~g z(8$qEXR6YUbCbc0 z&)KYE1hs`DWyP{vZ1a=E7m6LIcTF!E!Fp>GuvE^1Yu-?=Pdm@qY^-vP)za2OiVs?? zSjeulOWlVPlSR*sdju2Hg}fntpLqBCIqL`)<2@ZbwQ1WtJ%yOt=i%Ul=xNf9@P_Y? zv0jfs`5|wf2{9Iy-8J(@D?MqMzx}Ew&bi>vLwXNl{wKIRf8ZH-Xo~EC=VA`mSj87< zAbWnzu3)78jY&Xf&LfyTfA!e`w_ZXOIuiw=-xIyO$-x%5;+J6QQvG@^MQ&JsC4)EI zLH1-eTAP$udtERhf;kY3QdUq_i?Uma|E>M0<-C5cJ!XwZ=1U=wsil?gsu&;&lm3#c zO$fC6{{2~MVz2!5>wHTg=hbhrygHa>WfJjWo}vwD$$a?+3ZCt=QAQw=+`=iID^}=Hb-d zPzQkUY8o^6tixHC#Ej9r_1(1f>fu-C7}TE%#MQnl@>DOU>y{}Ug3So2|0=%^Y*deY zzIa=JodAA;8FlL0@fvekdYp1p5g}w3VCA0hHds0(6~^QcJzV&FE0mEiQ(4)FTjkN2 zmm}5l(x5ppe0OkPKXdM=7DV=B%8& zU2lW^@H?RaTr!u@;y?1itf=96nVmsV?%T%8xv!(Xm_*Oz?-+0p(ZIqOF3J-69HA@te1R#{B*Pb(@Sebl6gQAcLg{>A;GHga``?yLShV{xfxs&CT z8Xkg9>yQ8fxPH$|LT1{y?l5Z#+t1xfw{G=+5wOdB?1iN|&|M8Go+vAQ#G9A7k740= zh0<4H0x6-FcUUkR_rm{{JeJ=Z_W7TIuU@Ckro(^*%y&N}eN`%#T#?e(BlM1bOmG{4&`ze?vU(Wku zz+3}kAKCC#n>`5U6S@hw8Pds51v)=cZ`z@WfN&&z~C3N zgUe&i&1%arMyy08)bCLYGy5xBDt=8|Ux8NHDDu$TMuU({j-F3Np8wYekHOENhx<0# z*3I|5csUw&m$$F`S93yaa>~G}neSzfF`k5fQ6arPMbR|8Io_M?iBJw)9i7o1{@;AU zrl@qW`d#o4j+#@xXt6O??`+tHQ$$gvk4w4y-Y|km_S14?cut|mKFlxD$o|D7G4{~E zU0w3xs-nEF=~ZSk#pWZWd!*w?!qQiZz%(bC4?{W=W$;VqV9&oXFi0Q>wjB9CGz_F7 zP49NP9^Iu76gnWV3s2K>sVh4-)B6K(qzR}M+ns)IXEs&&xhp8(~9at&9ugw_l&|EuvBF#K{ zY9lTZ8~7m3kmBbq6t-xSzEhRVO9c&;Fn8eJJqwpA>ty)QXH${(W~{U~0!86U?@zOD z7LBluqY{Yv55V5>X(tZ_!nUEgtaQn)*E)AeN52Gd!#G(xhT21x(-!%6n8Uv z8I)oZA=z`=^WQ}+M^0e*H#8i5kTm*Vn~e4op9{{kU`X{#(y}1bF{-x;uHiO78kPYw z(_=GF-Q^yt1@nFU*DtZ&oAC|iw zWF~8BNuww-*A59b2r6^XGDa25Zc=lo%G5BuQRwWW10(zhy={?}h=@KyrFUFv@ARb0 z+QCLk7&R(H(9*{1gMP0(B1)wI+en2qD3GY%MZ{x%ovgro!Q`%}=veDBz1@tdavJmR zR>~`7yl(99Ka_=sqiOjVAu}2lFZ%756#4aEzL)lo*Jk%gtH2`k*zB+LHO8VjgBv}T zzx5XK4w$GER#KVT9*@R~1BqLo7cW~@1=m@o>b|pz^DEeJoC(HW5whDx&cL;JRcC(PP6=_i=fgV-Rf!sm=JOTV-bWPpPjqiUnM@$%D8*YHK6WFBn3Ns_q#?gumL2z9JHd@^o_^wPS z{+o4W@_y)*RTYZ-CkZN=X!IVV^fb?Z2KGBU)Dc%M?7b|58f7$rz-=ozTi5~t5b#rk;hT0dG*_Dd*0jfsN`%+0)Ff~+W+4l zA-1%Z(~UA98IzYCu_upSa7~rJx=1|lY4FYz;21~`z2PT7e{I(529n#69f$2b)$lEP z>ifKH^tB|C*tQMNQ%)1#E zug_-~t%XpL5bBg*=;Dz1ed0ijJ-#4Qhy;=z?4Y!;uqAx>)x|SStE#BRN_fn~`_{fBMDG#{k|OQwkY9 z51V4CgL1q})_oLII__$)(R2_#$oqr2jVtNRbHRoxM%qg^@`SX@jg{}PUt&@$TqBpI z-EWyMsiZIhcaa%q;B?QNT12IRD`}GvxjANi@2pKC_Z7|VE#%AA%ZJ?l$Z@iS_bm{6 zXuJB1ZB_7F(Tx1e?YmU`K1`+WE$E7`=&JUseVZbN_#Y5>(Cfh+po2A-%s?ME-4Q5X zmF0NnGqVX?^<5O{AZ5V1V7igfbrETbaC4RPbH`bT+1n`MDE(>q4|2n zfG{%p5T-(_nHLSbdl~ncHt431NV6G&b|^@mo8t+FLt$`!pQ8e-w~NQv0ps{)xQw+R z8gh2P4F)+7KNIo`#98~@z()feKVi$LobrCsj^X^d{0~zEDEW^rD2$l>HAr!`%DGS2 zQE<@y4m1ybijI4}AMXJV6gWNrgt zB&5hgXVI*uYCEg0qo=Lw-T~4T^jyJ-K2Z0%DhKCHD_oaz|7I*qZew>SFL_RI}xyn4WpjyznPezYTuI8J$wIxNu1y}a50)2 zySu-#ei~>`De8${a$ENDDcG>*Fq`B-bbPq1_@wyC70owcU^^*Y?0xWJtZs8uS-}V; zU5Gg!ED3!K!_PJOGx7uAi9(V%XMs77fy0EwZ-U^R!ACOvzqdGwg^rcL=YvLqzcBQL zuGWbmnqe7b0qyMX^t+de$(u{+n@9sM70xW zYrPUA#JtboNy4~Y=Lz`1W-wjtJ+@PlzxRoX0Wc)bV6yEpzYn-hk0;Z;VR?uM*P+D` z-Ts(%QsIbv8y@1b{g9=-d1 zu7cUuD)x)AtD4dAIP*WEvsv4b$yMs+UD_PdGzA$B$P3`4ONSoT7M>Ed8PWEW3%TSc z6~RQ&a1~}HC%|$ue=_TSd7W(U6(yz3EY`Q=xHb4cx8^X6e%8=`8()|_6vaX!;0aB1E@Od;j8d|M0!hyFY0kKjp?< zxTA{wFBRdC31&8H?kjWdJ88~=d_}XpZ`Bb-7&&okk@!`9m#0&Q$e2W$@DDGNvTG1y zwwmxGVSF#vY*89NhmUrG?al=6zcgqq@tZ=D zm)NguCAM9%tcat7{-GxK(0*%N`Gc-xj;}0HZh`Uo z&Khl`j}WZ%_7rLZyF))OB6`7SNFet#)68<^%`opJ&&R?17NQw>M}|V4mzflIw+>L= zG0+9f(c=yywu7o7KK6fuFTG|n)0Tgu23`+L`xC?Gh26awa_9H?5v*UwV1kwgVCZqI zx=@z#0*Cc-nkF^8W!tKyQPX2?$!fflHf0cdym!vP=>ub;xqc68eEracp{)}0`rS3% z^1Y`sywocj#`=x8}0j>js`j%D7L2(DuJ)<`@qjpP*Da*EW9x1X)Tu?4q`oV1e3BCqS zv6jXsDEly6FdRVBb%ame1WA+lbm%`TM+Iq`c0jz>y|FA9IgN{ zV3RL)^~kaEVZ#gCeY0{I%=*jYo4D}aC^5~BX+cJXEjOD z(9yQQ~HC3~Jh zjf}}b=Zq@aQnHSam{zLLh2)ylX9#@29huPO(cZQ0qE7<8uqaok$EK~^r9nQ4>frDl z7BYiCpt3|s9E){x{?4Xrx)x*C<$Gg%e6-(>whu1{TyFe#{!<fN!pLymka=0coTT7T2Mj90PV(@5%%s8T*bxO8N?*8y;o3FWqL0n% z@7syju?*&Do*0vWlfvSNPlU!S;ev7;Fq1UhrNOt+Z9+gFV!FM;zyZ}IV^cHF6q=d1 zT!uN6+gltt7(Nu~2aNmNLjb$-sp__iigQ05XeVZr8hv(ZCTi@9`s@z%KEb_+A^idN zVSAhm6QS!uY~rA8Zb@~buOCsqM}9nUP7f3OeV(ItJ~MMVPiey9(-!uH-`_nELd@hQt@#W2np!65Q1y4<_m``lcnpN`E$C$Iw2pDop*T5kcZ=Y{nvvq@=v}_M z9Qoy7Bb`g>qh0w%)doxNLP*j{rGELJsP{t-Qkxo!B?M|^y z*)j|o-N&mP_%QZ4i88?WrHMsqzZYT+9vmmwXRZ{_pU|o-Hk9%skfvo*1{ew)7_4ge zz8Ova=S!GoQD`I5Quyr!GQ6;TA-n>YW{SZ&0`IH7b1djRLmhlnr1B$x5# zRE}3(n6!^tHO~5ZHY-Y_iyA%bE?~5|=)FRCiE8@X6-|;4UQraN4Sfb?rITLV@Xm4a zZ%VTZe(c6U%`{AYF!$MfC1LIAWW|vD0~~$x)1R=2;i4XgiJX6e zk2t?M1jck#i7B&Ps!Cz*``yPG=tU(rI)?Bojk&%b&n}0uMq^h0`B11DH40M78Y`3? z_F<%az|Px^wh(43PAXQ+>5E*8X`dg{nQ_BEq6+?JD$z6v?>i@SU5~mQ@z!hhb$`}F z1s?!8xpx90g8YMgH~Kj_j@_CXH47-VUJqRio2yX((Z{(@LEpWb{iflB#Fmnm=U z8v|LK;Shq%Xs~@GLbe??U6)nO+M%cBBFw6SzfGhyZ#wqzUm~?CBh>K+5kB98scg!B zn{-8c9%BH_D4*2{9_T+Cw%M9ZSYKi=?B30j2K#u8iYk<21vMyBmwvv~YD#{2Oh(Eo zu=wvuOq=__=Ji%JH4pMd)=Gh?2-W_+j~n%YkPN{#?F~n8a99b@uFPON(0;f95_=K* zLR40SZ)&F(6KneR>6zrnyUJZcGrS6Gf8~|_!-@x^o6Y!?tW)T}zkwt+>#V&LK#`&< zw{)HVa;ihV<~-wm9XvGpL$RRR-flT^!>6o_0v|MFkZx#&5J*17cN!(<`R)ufD{ni16cH`roqX#2`t z`r}Q6u0!<9g@uWONU#grc)GD2C&xAqC|D(Mnvinl$(_JGKSt*rd4 zXPJJ~i0zYDlb5wj^lsi~)N5;_pV)QrNfp_dafm#<&o0OMonO&UF7 zozc8#j_BcClQj2_chUy|wSiL#njTXyq8vq@?=#7lM+@rO^~6!+@-@>JbXIA{M7F;1 z^EnmKIuJV1o&%3_{5ZIUaG%r#B@Y!(@(w4( z8h~}jZ^K2WFAAMZ1a`Q_PmhKxC*=bN6r!6#WR5@th=Rj^Yzh2kaLPP*b^HCZPthO~ zE*wfn!D|4sJE9(X-p^s|D8%8yzN@5H;(477wk*l}kxz?kG)lpRK})lOe8*#|6Hw=c z;+W+Rz><^Cl@ye_s~-W))Sni&=~y&yBlyO-njQ2Zl+{w;SnKO4VA}HS#{K`oRA26_-D*e(u2%1K zD~7xMqV1K`uAhIkDgk~4?Kvt*Xs@5{<Qbaga$rBnfYC4ume?H znpUHOko-PHqqu?P1q`B0!f#uBXjuSOM%n6nVwC{a4vcFW;2A0Um!tXeqD>;8cA~Sh z2E25I7#iyTi75KOg#UQ2oUrczUnT*(NW@80vd+FsDSqV-EQq$x=>LK7{xkE*mNVW>o_UD0c|G-l}*B=+TAV;qC@^anOQUsT!ukfFPYb8|Zy4+N#wTFtKO(3&AadWnQvmAqf&$CG98 zH1s()M^Ea>fr;-J%{p}s<^51bz6m8;JT|*RYLqID2oehYD3EGRuZW?ixzGu?>H9qY z3?>_*V^oxOwac`>Vy|hSI6z_XV?9bq)6E_CNQhba{BsJh_Y_Thji12c1xa&^)*k3UqmRNfe+Z#uj79S^*pY(-eS75FT3EWr>o9Y>6N0xZ< zgJ=2QpGUD*?fK=Xjnc)UNnY48l4I~gaEh_*MT_N(S;4;FUMst-lrelV*{eA49h?`J z==q@}#OZsZFJ#Dh6+}M&bN7MZpM%EnH|CdSTa7~z*oNTN2!jaOn^<1&8)aN%A#XYK zbn!PqA2PvBASl$PJLuHCpu{rtBVZdU7JAwbMukD->uES| zL~)1yp6sOs3WIuefsBy?_c;UH%-h<{$})~f=f4l)PDe(&e@_}2Q@1o7ILJ86ECE zwZ+}UkR=|^&<)NmwllJ26SSZG=cAxIj$9hy@QFLf9z>q`&%E%jZk=4+O26O8zCpDN z{XdqsA`cm)hg_9rEftyX zf+fSuqY{zms2Ath7iFR8B~J$pwE3X#RR1hpefp*831c2}t`^qKNOq}H z`PRid`3#+>@M`x#%wqHWw!*_!rq`ND*QlTMIHH3y8@P3U#bWO(Ep3o zl*np7$$;uU2_jo?-DKCy^v7P5Z_$YwK()=&m@4A%90ik4qna_!GS8${;Q}^96s&_PdXMUiw_8UUF2Hhz_E^hv9so?2l0L*A zxvBaz_CJATFmRunIc7tf-oN(0m2u7W(+z!l#pRXX=%nZ3d4;A7$kBFli;y>i+49Fp z^ZbKa0r?eYz?7e8=^U{^sC#xM5whDg8cM_4*zDf?^J|E7&vPZ9t>7FxGa^v%o3iaH z=d1O%!(t=SmKx&2FGJEIgIzQqHC4qhY`&lRJA{%1+&c&-tF_vrAV+T`r|4bv<{9#5 zTMX9;`Fq)0eSDzRvENaLq>DwPk{?e*(crIu5ZhpL4XIy^deS<5D5+#aNo;)Obdofe zLEk#iVDx9h(ikT-TM2!OV8oKv%Sb04NgL-LxGP*$DbAo%-6v7wyZs3NWf5Z&krZm6 zV_APWV9Gct1|4k?f$G@$7OB`V_IE=Y^OLQ7Cnl{DJ**v2+jCjd1$ps67$-A(9rWv6 z7$RVK3{43(2a=$8+N@$p4Bg0<=0!LE3hYHg)1I!|KD|iO?T@-7EfGCmf2`Fz&lWoW zAQZaf{A9>CcBe_ZjuLUsi!`ZUOU$1E37CX;2$RHpL_>KmXYGPWaQffZm+{TyEFe(a}6r{@hRB?31 zcSi8LGRZoX_@0Pf&QYnEKPL|>s!}n5txgT>9CX6mw1lbw%GUfV%9g^X4JPYG4m09J zHufRNM1G1waqu159Nx|Wn8B%_ZSG);|4{D3KTHT5HkJyJ1QD{Mjpc(w2G>u5x^fdW zLh=e~*~*jKzkB7HDiiFu&syHU+QMp?3TNg(PqF~&YF}to;z9Ij^qH8;k6uxOfjIB| zSEi$9o~&SePhS5amWoU3D$a20-n%V#wuUS1Sk{m}0;BI1#|dsUQsz*E1|cOo(Vq=p zpJ~tk&xwLID3X9K43z`S5&`0w+33di-}UC?>pZ>-maPwffd6E^ z)ro3_ohk<3(`1Xtm?7zi+^e#!_1I+`yuWn-Pm3E#{K67XwgQJo!RD7bm@q9VtXu^1 zR8t^}%f@TqL6mh6AvWtZe`EJ<3z0@bB8DY9YV};2 zCNCF04qTRw!0rV@Ah&{{mw6j*nzu|qo7JjNlHC>K8~!(dp*ieeo_Zoyuuk?U?OSCw zS(DD`T&C8+(EZ3TArB$7r}C_*Zrdl$t7Xof+f>Ktq^Ghss*BQaRaxtal7bzL7)46|C5E)b(gV_wCb}dg=;8J}pu_ywIPJi|+`pv)5vhySk9ccY1^k>^T#UBf!qkt(R=|VDuS{B+N$W%zsomkVZ^_)d$8v{P)(Kl75k5`YOpXNh z1{0s9J8F^zsOIE+?ffpyOxaN`zxQTd9ZwA``XdzW$lWE`YKP3HS2HzM!a|tO zw&(4?Rbh;8wWj__$K9ZZQMWdHH`f1u769%?5t(p5oSbxYE3@PcYLPogz5c~IEQd4J z6RmAUak(EZU((8MdLP1f?^?T_8N7Z2=|IL&;6uKJ&_dlmfo z>n)^;4oS*V{LuRy&cFnH?{Sofk>O*?;3H0}Y{-)WJ@Zaf{0W4#w}U~#++MB&YPXa)_T6)k9Xa3&)H}1v-fJY1Hdr>dFiKijLyl3Cx1Gl z5Pdjo)ucl|S*n4eqD4%jdMNi{XI>4E+D!*yDGxT9axUa_{-&Y;OW97or)Y?_G!Nqa zdlHn?IKeJ$pz_K4`_HqjM1|iErj33zKG}nAQThk^djo{KZ_RRjjeZou_k{B3%=RjWSsT{&J|Zrl1!niGNVp1Oivb4KS@ z4VM(t@A1-`@zj$p* zG3pineo^N4>q5Q5x(F&Dt8|X=Rq=L;4UgF645?qN@6V+ujLE}%qx%7;kr5Bv2Y2lL zR1)Nr)8|%Sw?&g5fAWfO@BU-t2r&x-gE$%1MEBq~%Au_|DK%-n5TOxo@eSu+)L(Z-{bqgZ{E90k{gN7>~-Bw0CG>c*h@lz{^`jf=IgRl+E)sWy1S4GuU zZcKm<%L2yQW5##^NU%41U7z1FPF^EiK>fM^_0>i7>v_7&k4(RbnoT*)eS2Y$3wu)9 zYAFo+-uzg+vcz!B_p#IsYn5b+JC-GOI_m?&FLWBD&6;8Le{;u;?l#;>`t>q#tvy`8 z--rGfAOXlpZ>V%T8w&R6=A+g)Ht+ZFlWbQ=aSL3Hlr6~}P{FRc#3aA>cCp zeYQ{noK=tch2dZJkW*&r;;3rSRZ*jk8=T7#SM``l>Ebqmf{Mo?hoA1vg6WO?7Ns?h zg4?;Bcze&cp^xDWoqse=ZnABvtly`0#f_uE-OZH{np@nSWLdSR3|c-KpU4ShYwWb! zF5tLr)fR2Ar$uewi=s;k{^$GD5xT7`Al0TZKC2r?J4Vkzuw6tfd*T2K>JuE9<8`r) zO183fz5RALEw^NPM#j)Y0#qs+Ut*i@&!Irss~!Kn2VZey{P5DVC)%*z^4vIir2 zhJOq>eXrNbI-lPO&D=K5x^)p^h)X(y0yf{TCooS?^E_b|vpf1zY&9%8>I9{;*a^Aw zb6LGn)9feDO7vGYHj=E;gOgVQj$m*z?s;zwZDYaZA#?m_&9LE9%aCWVB^7IM!sM#_ z`n*!Eyw;P?h#x7}H}KCMh9S#uiK%I~#~b%eec>4=vD)linr@B~bH!BU#waI)@TmWe zeo{4A-ofuHJ3jQ<)fyzl<}P9Ga!q(R_f6~IH+1mSG(~iW!pBwG@T@ymvnz=I#t%%Y zeAMmJU0AuPJJhBjCPJ+jOBS%A8qtZnK>`7$@DHkai$#+2W^RvP{;|C$AIjk3?$Tn; znjqf&(0anbf_#8pD4h~&iCPM}cyI?$E=UuIf0dXiBxxqpD!p?fXI=k0=8MbP*^0uT zkm&+>Ry=++J=k&+3{+Z`{cS!GGCw9fuV@4T$6VYmT?*nj~IKlB#fC zxFsl7lNnEUm`gCH5n>emJaAEK1$f~4ZqhoP@z7E2(VM@J3R&~WRXY%~n*yZjNJwik zKU8KSgXrxZKi!Mcrnub`U%ttg$iDY5EFj*uU4lbK+JtqFp6Q<_C8c_cRCRz_htt-l z&i9MOP?#-}JDG!HjhXKmgY?S92W-Qz z$3d|a?=i#=L@pUQ1%$Z%5OMb63V3t$9APsXIsue&!GcUj0|sxvUBw=xe_Wc@2OOMd zzyPD@oQB2dWX*ksAN3-Rk8=z@4b}cV@;$B3H4S0-^H!k26KWFDzpW;-|s;v1HVcwjB9R~F2(MX1A|YX)v-fyPlMXg zTwC`QroTSG+wGbgM${dGMz8x)*Y>I4DznA=x9=Q^5B9OB`Mx@|l6uVU?eu|;d~eYE zP(OMN-5mY(3KWCR<<7OP+}-e=ac=Rv?bH=m=%NVSXgnAA#E~Ur-GnLmt)d-VUqWyQ z;BD-RJj}-Hf%9>%;pDB5F$Y&u%p3`MITUkR>Y`Hi;IP}?)AC-f!%xiCK`@Z)DEV|< z+P3`#Nv64Bx(_kP;@bXsr6Q&Crq3lS=ST;OlB1jJ^dzf@vG~M2+Z>96TpHrkDNG~w zC8M`nZKtnW@T!1LHWv(`uKq*@dU%FpNN`yFFHI4geH(B^0JDea*tb|98UNhnP?|id ze8r$NLek%L-<`TBAc*ZBp#`L{AiQqFr&Y~ymi7A)c|qp@uf;qcsi_JNw@m$ z;`l8$m~dgdSm;+(`v+si;f+WCS?VxsTT#kBEZ~yDI-@jsY>^?? zV{I(q!waQV^?`he27!gd31A;@K!vOBwY|%&Cv`Bv_3I(3mUoz+t!Fl0*O3ma9<iP|b~&uW^r}#|nmLr8L0>22bo2MUNx| zo%QdGE0|87a9C*4=zHgH{pN;h-9tm2*Yk46w&)-F z3h(tG(MT6Z1)gA_5sB2<+ert|ICV0{cmB=eCsfkEzf!9Z;Lf-w|6`s8xB#k}BVqhI!2cAeggqRvo=bx6uw`7t*k8xtPKt zEb`Pt#+D=TBe|J3Ipzy!d!f918HUM47p?S+t)qmQNW?x04!NlA@_n$Za zi4|nj13_(?Ke6pt$a3PFE6EKVCsoh!GefX3UL(2OEcV}>beznlxkmBE?LhnGNqRCJ3@H99Vc$jgy zHRrIHH!E0bD0VBCtDJ*hl09Gy9BG_}I53tPVc0+xea6guDQSD_@#;_LBkD6}x*%oU zl-&vuQ(bZcWQNPUMsMdXP=H6&`3gGxuzMxCU796r4QVq2b6i&Uh^n!-zzTjg$Dc8g zs$HGOANqQF`;Pj}mHB!i^ea7Os9VBGPd0W3Z56~sHgwk8cmECD>}c1oZO?c#z*6KK zgz<6gfiZwP*ho=f54fPefssj(j^lj&=?Mo(s>p{hEJQs5-BDq&8HSHV#40Y4Pq6gV zHJ?aqPUa+d)&H8A_D+=oS!y0&=YwXSJS%bHROr8LWQ1QIj6ri~Fkd(hn4u@ZK?SAV79|zN15hzrJjoli) ziDe!|`#gJ!0RF#rwWCl*VbS6s9D`)oS42mJKWUEuvh%Os0}9rWL8Pjks$!rX5ATze z%~&ZryisRkE6sgj>5}W-E2x#DB@>kJNNt7=epxZuB{DGf;kO4JhVNqfK)EXAx=(|B zba*_W2c|SxUsO*XM_j9fs>lTW_?5aLQQ%lF&FiSKwSReI*v$QB4!;~1h0D8L**1Tj z^UaEOMf*`O+ntqcX6|hF8~1_LgU*~t@MQ6b8+2@&4&UN8BJ{rYZ9iFeQegdgWj+3wTE~`Z9)xAaE>TZW4{G0Iq?#igDRB$0tWZID< zbM-}%YJor^GNXhPg9=RZ9rWUDKMx!U0StT#1wZATnhZlED1x4~jLVmzq2*Nf9bB62 zH|e{&&*KJHiHT5O7zX+nMswY#*M6oUwNQM%MDmK?A;a9|ST|pXKG^Zdnn410-~C|T zmfatlBsPz{yyO!uX!YfW??65@=#t``qM-JaPalJtyIv6EQ~r~@)W24RBE63niw@ae3b+e#8*6zTVt6AuceWN;mUjef>p#9hbfsr>Z}&o-;(9|?mCTdgZtqtrFA^ahLrmZxJ&FSa7k=#% zFBW0An*@38BA;-=^OBo+HS(;!=JR3OU?MzwolxK3ykD8U9=Kek9+SyFz&qBE&NUPf zE;VTN-Bt0%#jP4?Fyvh%Ku%8k6Av_`HjUWE7 zTyregmowLeNG}V1XQV_v?AtENjbhTh9Yk?1q88p)Z1cKxnI) zcD*!4ZFCvfI)xYmnsZQlz}iE0a3KRz&ehBFF7*L+1NP)Ub829n>EedEeFc#Cvg=R%l z9*D@a%8^d-pz2tmjSIg~vmC+@ef;~o@6oeofHnd3sR05mIdqh*DZ3wgwn@+6yk?~u zeo}(DtDkXH;4-7C7^Y;VX@G*^Q9odcuay;V9sAxA?`xsffMp98J#P>RQ>tC z^(X{YqF21TN{EFL`iUI&b8lR7(3=@WooA*U4IQVA3uhMw;B}3K0w5?3vgHn>`rEVs zLJY@+XkL9YKKq{-*EX{CL*yQrftM6M(A2>kwgG&hi5OUw%)q80S8v@EJSx|vb&>dY z5=fuowwe()W$IPW=uOlqHcNKDkPfy*1ch(bn&0%70HbdD=)fFIb}w%kO+DGCio~N& z)GQ(@y`R+SN4T&4C$QmvpWgEogAh)RoOY`^Tn*f&;+$Trc-yMJb0S>lF(q2H%=f7e zC;q7KQs}yV4XrAjp8CG=r^|mieFOon?UT#ozCH5*7ptHe>67{-a=~%;W=cE9D!!tv z+YdeW@0dew9rv7FeroLnU9ZC=-PMpx3ZOfjj8qh3WV{se1gw+sXjIl|61o@s76nx{ zDgSjP&2IO^Kx#80Rb8jSKyDLviDncyz3Z~;ktuMD<={%gbq9xQ8wbfu@T1I9zp^Ab z?0|mW!lzZ@eAih~z;>8ceRK+W9Yd(syErEIJ=iCQQx3gh%RpYp9^#DuWXi8|8vsD&*Lx-mw;B4kS&M39xiFKsjK+c ztz)5n7wAv-u$M z2mWSQCz`x3Eg5cZaQS7!)MyFx=1PmEa$mw0BH z8g^uJ1mb-^rZ9<`+FH~kku465)7dtJ-^+t_jEfOJiA(pXx6VKF(4grACH%~&w-F~y(?|8N2|Dc1uZAZYW$naBw zCA}}bP0I&{U+#9(8t4@kcCDWRA^i%y4LS#B5~tFCl?aivB(0A*ey-Wc>rP*GnGc{G zcSA3G)u)j?(SBIy>RUyLm5_3p(P*~4URLWr-Hv~j)f0`Tl(J!_;6Nqhu*QnQPdm0l z=Wtzch{X4YmpqTcg@R37T#N*_Mgz;aN;_6os4BG~lWnMc>4xI*u%7tCo1DIJp?ba%v*0ChnUMD56UUv7H0+KsVK4dMbOSyU93>&9?(Xv? zR}exZ+_PqL`PPTmijx<**)lx7wa7-}Dh9NYXA4nyg)GxX%Ll1wyL|{LC7o*&N#ZI? zNmE5?kbUVf?7+fL-hONGv=Y}#%qI=D_mw%04RllS-LNS)9ksmgK5fss!Yuf&mGWauOtIZrc z=vVI8%F{jq=a#hWej5&O=?z1+>I`98>igiVhT$KX^Ua@cGgEIXGc@!GZSNXmi}9+- zK%k2NN!QbcWvV2Asc(t`64rHK=Llv`AkKOSDzD|Y#YZ_okWf&96{+NP+_NoK53-}y zYR~RZqyJrGD@C$_hA1UraE9c@<%^b?i`lcrwigK}e9+kmAc(B19%3gsBdw1NA?;z% zr`*t1(bTHKW+U8#FXKK5;Mo6xhYU2plREgKtlf~4AO@zFH%K<#0!`p1&;isKF`~?-)$*w1Hc)ioF*tyab&=GJ z3>ju+zb5A-I*t@uN>==SiP{ZbmiU$AHri~Yakv83?Lxiub7cHVQtxN^Pb|?mi84dF z)^Wx?54fO~R_lojV(_&okLh@AK5i*B8=UXcp~;pccUtfBx0!Q&#oIj+5zlC7hXo3^hel&0NSHSte>@7j1U{A#;$kFY zq1{mi_0}MH$tvqupHvi;D!`W&MWrLRC#C* zLq`io-lk95v>B`Ar4Rx~X1*lgFLNoYOtN?Dq3s;JN2FwfjK24*s?yXEhlekz?UNWI zHm#%3d4{&s4QW)-7L{cQff_tNWZJn2Wa8*L9^UM^8m1&Z2VX%XRE z$t!gnq}a&e?G1YF5(UPNM~5-M!q#omCRprf=N1H{j)L9V?cvz2b#tW0{_$S1o?u82 zr}55BtZkBGr%8yWnL(6UuxjeNe}k{YFVnG1{zW|~s7`QGfRN+*Jy8b4 zwPbb4$I6=)M@C_vAU_Q-)Az65!2d8PxeU%wJT{kWi1De-7`U8wqp5zeT5T>U3haE! zk*W`y;sM)5UZ5(~!|-rI388xj`xsf`e7(uP(*5JaCEXlz?irkuC`{z{Qz|g7o9+De z%6L;pXxC357Lw>d^~EbbRO4Y2zlJ1t2PDryMrrs$NZ1$P32^J70`p}3w|U6&mV`R6 zWC+!cgvHMJCObLlfUslNLon2fO`X+yS}3t`ouX0?oN4ZNW>gI{F{c)oiqc`L!GtFd z2or@-R6d{6YagDPM%57jQ+-qMeS7& z&=-4c82`Z)@#W?yTSu5UR{FCp<^&a%+l>xhBec?R>8jqaP!ROLDg={e6awEJ$XGZc zKs#6rz7P9+iKyRkrK<0Z{l*}`z+!=w|9){4>!JL!NnDp+hWZ1OkM-A=1Tl^~e)`g0 z`CMbI@*)Y8pw@jr1oThhp{Hx1L zI!U|9yJ!OQW?0l7;d|n}Dt}|$-^@r4ZhV#Vc=)MH-j{B>SA|xcS-O{<0~Ko*=c=?p zH#=&Z2Ce9EXCdzveELw6w4Z27%Ld|m6D!{A`P{~{yE;J`q*8vb%_}#uC@l5GwbMLj zTHz-z!*u>0Yr#f-1tOBvB4`jRSE*e(_R+k5w?rXPiphX1ZL)EU>AXVgUk8^Cuu1p& z93Hv{QHsMC2pC$W(-eI3J|1umrLO)-_O!km^?CfOYI%15V7>VL(64}eC~;k__`^7i z9k&X;c;3;9GKn~sY%iorR?`R`Yc5W0d2;bIOzQVVa(zDS&}Q2hW5QyKwRklPgr5T| zR3 z#wRZ$EVs3g5y8}9B@jPdgc@V-DaQ?yEF?r*UZ=*OjvKkp(WfuRIp1_j@*%F)>Ts zNbWKhx6aJHDZS1& zd7lDZVvOUWi{#vK8LM$0%7yy>0*rK}`9uk6rX-JauEAUlkEZIa2Aa5fp7_cZ`>Fc3 z3PXqZUmFY1BOms+pQL5Ap&AaJ5?|IGwIN@)1GAokHsG1KGT#3FZ(O5bLS&VN3ne)# z#jNg;SbAk(-@oU3(}4}jm@Wx@OU+8any$mGyu$uwomU<*Hq0#6q?Z{67v=a>^+@Vb zI5c{O?>FY~;PO5*NGvB8=VAuy;@}A)U7(K&%xCY6@Orn+I~E`kIq28ov$qKSft6t= z6_5Z6k2_bRYw*L%YMUP@5i~NkY2-tBUg2YKglqAP>u(Hc7n-U?2xFf<4W+sM2ypk{ z`ou}tGHi(H}=4oI^K9B zWJu9Ky36I-UHerpdtIjvPJwx<^7zG~%`G)5Ttz3>!+gIo(b>!fQH?vxE3;k2er`uC z4L~QVM;~$)Up4p3?4dAyc_onLWwq`tjaVxmG3BQ~;@fWmc&jdK=3UwMzC{({IrN6c{fs8Sh2 z+tx=8TzCA6HoT`l_jVqm7V-0QByp-3JuBYvOE<8^ex~3HM4&^{Yd?mlBjEgSs_pPulFA083ub2j2e9I=7oTlSzE*p+XvjL_U6~l^ zM@>k6`-=m{f|zjFIkek|?gQgMY-gZ%0&-zzjEaL8&uK=Xu#e))X7 zHtQGhM}wmpm`0;^IoQJ?M}3mLKf~2*Da3g^=$Iyk`7WE?XoT801SYmzncbW=WFJ3h zAEF7hfQgLquMFcd$+KrDvRde%ID|GKqrskcf~dzk?uEmBJketMeD7qFr>Nn%i|-C+ zddNg5{$i4h6pU#EdRb2=54tU99oV5(0JrOxZ$t`H&ksB}7fWj{^123L-UeN0<57Dr zf%@(4$!Os)?b6&5GRG;zcXt`%(Q@-=3FfGZOTh>Pm7cnoTt{yX;viWWIaBxfvo?6k zPJuHBamjWLY6_gM$YUVqf%5j=#2s>@8Kf42*g-BpRRM2&C~2?#O@1%jGxf_S^0|PA zY`~%qTJo+Qj56txXYmebyayBMJVqFu-qfg*f2pd?8&l#zQ9@Jh=L1x^-G zyyjG55$ag|vCmoXC!;Qd_x6-t$#a@s+4i`?w#s_11hO{y@eWtkKC%It+eH*K#b!ic zG5RH|T%&Y4bbZfaKoe8%>M5_%Rymd314%gTD4{~b7;deQtRVwyA?`y?fuk|MbHe2! zzHmg5AQpKR(yWfdZ1*;C?ZO|mX76gE?iEi8=5IffT_nVxyBBD0D{;8e-xruX&z_l~ zP&%SVf)?%@DZH7@ZJET}#8V{JQTmyzvkZK=yIo#ku*#jj{Z_|shgpR^kPBA#liM&B zq%wT*4rF~-g9Gxn_UAOAlFN%^W3L`|4wPEZ|53fL?%WxEH#+RvHJrPo(nZzsyosD_ zeFa1kY0M;Bt0w14bCj%$d~wI$9JvoxwR?Mhi=4#pDd^3=0TP?uzIE4MrKq%Xhy)z6 zzc(>Cw+M{EF6%jh_N+yDTM)JpC# zmMh7Bj+7W13^>w=V`vNun5`!LsOYX`p zC{#YM>Z0vb=znVd)eHt!@zI0?F4+OglLR@@;;9Y~d5xYSCNf{!7Lq(#xBVYORuZeEjjqxiAHauX#JWj^RC z*q5<@1lo8le!Lcw`@9S@uheNEb@3rg=3Rsuz|@aQ~TX2_hD_G$+Cdovu@&hAXK zj%PuN$-D+>=9)Heg>JjZs?!HdBlIFB_9q*p|F^QyE8vpPbi<7rireV=$CNj1QoG5Kq)K^W~D4H zd4;pzfS}c8Tj|P1H>b{cpwO&j3~2rLLHI>F2kGbCC_@00%8$Eq!*LG>e^b{LJ5eF| zOGVRHLle?@NfT5x3oJcM@R&rVs}7o+xiW|~9o=4M2oOD@7D;~mavU;X&(sk_trPc; z$d*8fp524q1(;u^KaXs}LTV5&UHdd_Ar$L45`gq`uD~#mP(IFU1=CI=OI_5iNFTL= z@RMYuVsvfGC6?6CH9KFuz)P?ji9s|V-@}&-l3l6_JbYI*!@Xq+Vd06YgY71yM@PL? zyp{6F@4*otz4^v>|4L`s?e@^-b)EilVF`TmGqYr1;p)*pb5obA5@TgkOa#6>eID+X z!drGobz${KE3+Z_YWceits_s1*wk1d_+M}ClRTe3Jah>S(ltVP&Wgzxglk8X)4jeI ziC1&c|NMkTx`>xb7Jnf_Er;3T`a2W7l5^vI{PW%pRlL=J1+Z}Qr_f4tSnkD)X+;Mi zDdH(vPVsxjy{cEjW$a6nEN=JTUCMhqBbK)Ja&Qx$zVYDR;4M<3+4Fez;8rVdbmhbc z6Xc`HqMMywU00(*!bx#yKfVL|R5V4GEWg6S_CRW4Cy@=bM@5{b>WLW}UaS+mMw<>W zwTNToupHicx;)k^(eMBzZ1QZ_|-^Ol}|@_9c71vP>(v6)CK*wc|QDZ4raj{FQFd1A-g#;4OvNm;6Fn^(@w5cZ&q!!$#WuOnVkpf_M5)i zRX@c)8W$SNFEq4VX6*ImpIun&UZZ3?a6kBdiPDV&XzoN~HJwYL7kMc46sl@c5HF`Xr3+k&^X}IVB?J?EzQ$ui4uR%*R|%#?MRSGW@-+^-mi?H&tZl z7-6dJ{6+2O7xE>!J# z`yVj#Byv-s?0;f~QwRz$y@g+8zQP`Q!YsK5y%UP(PzqLnsliV2w_X9RrXyLWpSp}j zSl_7|O0QV)K(}__dly<>&eB%G)LhcZ%m9|GAPvRyjOIfQd`B;T`Ift9K+_wFC6>3> zQ8Uc);6-3hoAZdsAj^f*UQlt=xYlg_S@)29rMP+@hoU@LffPt^ebf4kyQ&55W*3=X zfE=Cx&jBHQ@YC)1<1~tv;*jGhx5B6#nNm`ZaK6LRztTOi* z4Q&l?32hB4f$p?3Y)y%}o;5A+n*#HvUn_n~Nvuc$Pdtg6)SD}+eZz@DQv0Cg*jvy%d-Y4x zZ_0ITzqn%W)((12MmBKB-h55Nb~zxz8GE;pKAN=yvX(jSdQFUB@Gi2pJ3{xS%{3bJ zxsFfq$2;eqkj7xed@d){6idz4e-7R&?<@ZyuTr75c}I{yliADIcahAhq~X4gy5K*D zKw3qyN#w|pXvpt|#fqMa>Ph4FW1`QI2)FTf*D+bz>63JNAgOm&t9(2!tX|`^S3@8c zT8db`u@D_k*(OT|)hccdl0}j}#D{&%(Ym~J5vbu?jLvFin|%AJ(qZP&<#?}t>b4~@ zd3;b)D-bhhTLp_p)D^G8$c=9udOqwBZD){U>-s%D>SiF>m(zZ$fuvK%&fD`{`+NF-?W z^u~~Up|@jz7*~Jla8oaHGswVUJ5(Rw1iPt@o@mOfqbBKqya;rBUy+`u!L1lcV?RDh$8?J`fQ*4~S(m+m9|w#X1Y#|6fx12a#KoNiS@ zKvx|?Nu6w*P-A5SkDInOsRMi+Kc`ow<=s6R=kz;^M z(gklcT74-xL-3>yWpi!6MiEqCcYDbP??qVkQ1;m}=P%b!*`9V8>}D8?PEX%GKd7rx zI~$?ReWfyzf5rF^?W7RGcI-OhGsE(RrV~Xtj~DL?BJ#ZnZ`Ogy9ljJsRNgq32p@@k zv92LX;_}jj?~S|%+S>CHfDZyLW2eReXFGUZC=&K>QK61l0g>)1>yW>(N;V711Fbl` zPFTlBL*R-9H^qOGRS9u+A|)p<{!To8??YXUL*`yr;WMJK`YT4fOJ~Si_g`_vXNS

If;bPeUE#^X4bY|_&eutZmEz%gTySw81_3k*=kylRM;cs7m+G~Ox66q`% zajDD8rf21fP2x#3_hVH7~jAdA67x%;}T!-p@B#pTqu9Byq~xk!niI18c5K>DMKrmHzrD zh&Ql7#9G80zx9xBCRFuQ2!3|?C%Fyv1V~UnP3q4@VNV{D4NhamQ`cY_WIC2~`B5GP z>=;ipp0YY6YWQ^FL%v(W5VcpDZzMfV8ph683KnSoUwOZr-6Jl}b zvW%_Lfo?W+2PmF^E;@|1GdLvBCB|gLp#@kaU4z$eHcgVlk+{<#Q^%#7qhME%2FD{_cABqwXNJ<301#@Q^Lxs9*QD-E6&y&oKtX3tv?k z6q!wa9VwRnZfP9WpC{AZCHHjLnJ(bbs~Xte>KDxNi`jYr_Z6}?&c*>IAlVl*y*>7z zZDgRl63uq}=|+UdZ(q-?1z?`sYV$%zO`7WINkY@>g-dPf?Th!}^N0gOD38PNSl&Kr z-GLowF@-<%swKulxB9>AK_?sak}<`E*~)V}Ddjy6mbhqVZX;??FZ8D9de1x`pg#MO z*e5+`{S}ch*WO&Ikc_GRxW5O-7@E0fACQp!@rO6`MlgaUN;lPmo+@Q0COW=lh)vRo ze2b%HW)Me|(GG`wSqap>(zLn>VH$DZfAL?7(KBSFf|=?5lt_bu*e&{Ia3iX9dYz@3 zjtf4)((O$$;3u98RJ?H~%HEUJGg`|DTJaZWu1Dx}^3C&y5HF5Cn|TKGu0&>PXzRyt z8r1Wq^YArSXPo@~hT*6!9%WmPvfv>LW0~VzdqY1Mk6R`z77tSI)Yi$4&~KmYoJ);} zwwuD4fLOI#I-sk3y2%C5?V9!Oc*JqJi$C8)@u-NLP?95D9d^5ttu>Yk>Dl$R{-|jl z5&Du-ZhZBltAAork-2yJV^SV;dyO%~sqKVs%>X=jPF}2Bbsw3}UIG~59pRy8okHCX zWRx)*5=!_yCbI7={gs!VAnEaz}i0*A0p&fnF@G-O~WH}n-@y!b# zN3G&@q)k^6v74mB6DTl%Ze~KKYk`I7kH`R;ZW!(*dX|T?SDUJ6Mt|m2aAJ+nyKZ+PhCazZ>fT36CPBwv zY@tF% z0k0Z^Y!js|RY-faK3Q|8$8_7?6W zCU7K0@MTA1#-pL(onblpU~D2)p{vCn_1{hVcVZFPci$#Y5p6F1_5?4h*?;4#cfV+p zT!Gj01;mc9OSl2rZ|w80_NdtP#vn~$W8h~)YUTtX1jB<)oL*GUJSe-2l86Pp1s6zL z3`~gUGyF?2Tkg0&K!aT%54V1J-%vLq8xb3A!(t46>A(g=&Q5P2GPzz)Y^6wFbOU3H zk_k1xiMjd2vRS4^vyy%XPwSL`Z+LH@8(xep%*i0J1=e%~P!d|tl=r{)mYpK%H{fXK z$=Q3rUAR2SM^_;18UV9v(INRms_mx%PUsk0p?%K_ zSv)ib-3jQh^UY&U{T+^9X=)O|deYzSRhEjB`p5%WvlIco!=y3D$!^AQi*+hBhZCA> zdh`Lqg6FcPgi|5?h&vcI0K$PAUveh_y8})7=sMzrUp%ZR;KAfYc%r0~)h z)JFR6-(@`l&67273lPi+OTOq zfFB#k4ef1n^`Qa@=NFT+P)fFvqBY&x^x)$k=O?S0z~zK7E1@4) zDp7cUm?6*KXW&C8My>R!b`H=mpTOm&;EO6$h> zik6=g{Lf_ExMc9^0|*y%^5YEiI7bSNNMM43?9(qgLv^B*$f+F+1^z17xrTm>F%7$| zA&nAN7i!~d-2NAI+lF-ek}dQXl$M&})$#86*QoCQ>jh9h_GzOiNCkYe*2a+r|093K z@-82M#5^QocByu^L+$$^6$tF7mh%)oOoXbOqWY zI1)5k{p_J*(S3>@dD4srT;iFf62DS4+rGy%*7)KdhY9fkEVnWY2+i*W*)ge}lF-Bp zj-DKSi0ulQ@c2Ct8FS}9K!5!HU_HFa_kvL=+tQGAOC+`X3F~)A+;x?edkb^YWpejr ztQZqyof?Hnt!U7aoZb7D56^Y)bOkT{5=7ir8#*B0ZntV7 z%f3BpNAC0aBV28t%V>NTxXMrOUjwvdQp4htvT(0x@(WN%)TnmVS;rF49Bs}fQh?|u zfsV`l0ovu@Pv`h^J5R2>`0f7p2;U({FhmJ&P$h6Jbb}#E$mQ^!PzEMi(=wPC{I9A2 ze)s8(uI6*gzTpFqN7UhG>ef$>7}R`^jNbVNXQM>gE0bbB6xu81&M-&+ADZ4WEUGqY z|CW|kkd6_!kuGTjh7eFvQhEsK?q&!9rBOPhyE~;FknZk~?x6-|_RI4;@BiaI_Hpb_ z*IsK~Yn|tB$?dR^VIf9ZQk!55?4Pdj710j^T^M$lkoyAgTO#3alH1u9O%t1~C)qq^ z@@xfU4!vO{D@E5~j#?cw0RTB-ib9>;MX5)hJ0Msl2qd~#19;pz&`G}brmm)hmUer-_%+@%ji_(@9J>QSi?Tr#86ask$BwCzEIiEk8^Shm??-+ufy7pDnY8H z5R&$*{zV#YhebuvcP|C4R({kwcf;_kef+>Q=8o(GI8*M?h*4@1Bna2-tHhCgH)GD_ zqUk3Ob(6D3OG7=kB0$@>Vsi^hoTQYM)f003nI=qs#_>PWKEyI}He#muivm{o{P5;u&n5Gv^ltFnhaZwj;ze@N;uxCIqM%Gi9bb8J@3^)ubX}~yhyJQ-bhgYT5X9(7Z^@L`)TatXwu~oY#JYu}8|G*?Li9r+f zLJEYcnlTHcr7hPYPQ?9vk)lu%wqKfey$+uQ3n^eaj~syvXY|xK6$`J->-soGYAVoX z1gzU5AMGZc9?Yu~BuRRsZgwtR*^?0hl7(hifdskRSLaU&>{1 z_qSw{vy!2YX)jCkx^0&Nvy-igpJs@bH4pMF`%mLSF5oIp^YR^~jpUOU=0aA;=N#|h zs`P{r)%;Po&Ooo?$o3is*;loY`R7RYm>}?=*uH!bI{6gZFZucBqf{c}R7-=9d&qH% z59+A(oAnARYX`3zdK`&Uvq3$;>Av!tHe&sM@(vCtplR1?#YVE`=|`mka)r6yHh16o zRc))qL0^n8rdqLp>$=N#x8mI#(r`Z`6ZPGTQBM?Q#(CTrwTtT7LMhAbb^Yyer8XiL zWc$D027&B1U7xncJAmAtQe^9z>I3A}3bXnp9I?LrKQ~A*_e{C)>+eYSM<*ck^gbGV z@?=SP(%>~99UN-My{DeOzCPde|K}lpdv;)74j%zJX+5oG>AEg^z=g?PiFzSJS6bHq z6Q`>D{oojvl%tCT(9yIf0w+re;CEAR@(M~5;m60(NC~R?g9%y1yKvv({@JcpV`NaOz$EyN&Ct3c+n=+e==jlsR_bh)fljLley24o z;gRFphiW+RQlVR#SGy>T(~W1iT1CBtZEB`PS30X!st=%M?&qE|{L)$VQ*26Y0l3_h zbq2arjyXIy?g48I{svW(63yh84U)9av6Z*WtF9tEklu2)f6KygufB9*dZm$Xcep}$ z5GfC+EuG^X)cl^@(>^(meiE68D)CN8;e*p@A1B34m?82l|Mgv@mgIuK5*qwTUG;_| z&n^bq6x!m;u?{%D3!zi|)AZBr3*f1NS2wuN51GjeCey_p<0+eodsm6wBu9~Q(&4@k zNQ3&hM@Mmp1NPrk7=U*?xz6zP*TOa{-`~ubn<gaS@fJjV%LX%CCct#lR5}Y-3nHh2ZH$T}TW{!Mqq=DtGwrz%N0%(0pa+j#C%Gu*`SM zVO+!-@SO$Yg5(RECVSc7gCyy9n*?y;u`dMF4K8MU6m_3+#v(Y5bF#JLT8O zb&mG*lNQr-r%wYXdzS=tfhd0H&5ABQJge_MFWqc`Uv=Dd=s_q%$i6N4ON*xYsW&G> zb}FD}>I5B1MZaElXnSi@7R~H`{k2V=&}GHW|EuxQ9H5{oj?}ey4C9&pjE6`5z1@su z+qQ)twDmHe8TpP`;W+VPU}G=@>bg4RZP`UWVNuX@E|OtIYEC|BK6M*BgiD*x;Mw_N zrSyo-6P$DOir;QCUuFZFkca|JfVIP~I08=(0uh8x5$%wsZUz;`SmZ~~$ zGal3uW{@1QKg0Aq=y*IYm|v2#B22Po60CL2OmLDI>r`K5(1{wIBwj6`)cdP0Vh|N* zTlsQYl>2w*xp3RqzAu0N`XxV_#=wuRuAHU32Xyzj%lZh(ZPgvc6;}A_(jbAtz+W`o zRYyx`mg+Cy;eI*uupg=TS}Z8H!I6)(KhC~*!+|K_yF7oLSRS!pKz-}K0! z?GP0RdvBYbaD1^#c9{`w-D@swx5xBoEBKHBk&c67rPQ%CZe%1k7|VhJ>vFNJNB7+t znt-smKZ;!*Mx;RlD3DR!>^>i&>zqyS)O1p6)H(36baS7Z zGVkku57wfBI={S@>l0ZiOyL>mQfF|=x>!eBHSq4y%L+(T!eU8T%MXEE0<=>DSfMLyA-LHU9f6q2QP3IBPakl6f&r3t_%GkD3O` z@~>euav`;l1}>u>+$6~hwIxg;kJ%ill-u>m&syZGBkRz-051ibSI;$G8JFTpwkKVV z-GcFsp%BRXjvP5Q(l6MOK%-gCu<9=jUIn4+=V&A^=C~CyXDRvkJ}-loO=G;C|)FH8LRU<<8Y^Eko{qP)TCZAa`()wv>&aWrv5&8KCV@ve}@ zcTso-`RYpNLiWJk*~VU`UUgI96t+dPH0_ItI|!@Kq;Ra<%whvRz3CI8&} zff_0#Ot%u48Txe>LP$hgxFFKGRpj_d((!#FHh1x?{5$suCw|a$OGz1*2bR*qP1dVY zm&|U27mdHVNgl`%Z=zkyk+$0fDOk;qn7vlERRllMv=W647g)imV%ds_`8wS+R`ydp z!48Nmv?5bcg3-U(ZP&YMSE;E&AHH{Lo+^>D%wav0X`*?AW9Vc&bm4`Vj-e8lJ44)< z;5ZfMdVu5pk0P*4LGZ=l!18|9M%i2b9eq5l;FwE_*OSEK0z=pHD){0j=DTS~QtMxf z;F9QN0e9o&KfBOE0j+z@1W?{WYJm4e8~aVt>;ph3yoPz+w%i+qt*UA39q!h`Ht^H@ zO03A~u&uddaEwEKlWy*zSxINDgzEJtM}vvMu^g?ez5ykKdh$Dz2A~8O+;lZB-Th3Y zYb+_0#Ai~taq0Abt#IS|m|?`fmbd++MEOrnQ-is7;U65)+|X5Z;8DHdmti>h*bWC) z&NknN9&Tz$f!J|(lUdX5Y+shf59X+m8(Yv}w#X2V7)zt^qkK@F-? zUb7>o49-?a`oV%=VKgkO*AN}U5TJ&6A|X~D1j(4mWX7f4{L`7FuXCH0O+I54_@GM0 z>$l?AVd0FMdUgT_Dng83>6-01tcbsuAp=W3N*ieuq|t1(88L4% z(6&kZ**BV)BaF;at1ycnc#sfrav}qRJ(lvI+SFGhgFV2;J|8Yh>+q0TSecH~{ywZz z>DfrO-NS$gO}a0c;r`zGd( zJAG7U&?jKs9^RLr_qAO;knWu2_aE9?Ex6Ok`%HDzpiU9KSd@N^$}<&^bhFEK^saP;!Tq@aXnsS&>U57{c#<^5mU{$=F?>+V8P*l&3y;1jY;m$O79 z&N_-Q1KH}fglke`uYN@F(-$R+q~2@?ea1*zES`2g^(|=$_Dpn(HP`sZn0-*3%UVgA zlMHXC;ko94uy*Mq*6V=Zi!jjmj(Q{|eTBF6=2lNj)5(*cP~z6svYz~bQTQbHY|iZ0 z@CDEOi$pj%J3l82jho44B)9pU-Xl!N3YO zRZ4phDxTcP4C}%iCa^m57#opGcY_R|p;@henFh#AWQ=Ce`jY+ViClRWEU-$9R+$th z8?I9AoJ}>P1`%g|+C$glrgBMX$*KWRtbmuJNV#u&^vQ2a7+JcpcV2yQv}>by89=Y7 z#Ky7HoLqoo-!04Uccj{8Hs@N(H_+W0lp3ZHgI0~M;aDKPCvbV((mO z7Ys!ZkR(!OGG%u(?%yKgG@BSi0u0*A-GRQmW*(cD)m@0k`abEohJ+v_*4OJo5-4u2 z(D79WUg}2o+$nU9YRJ?)?oX->#ppeSZivuQbs3ai=Hz{EbrI2e=^&e6H?^5%f{T<$6$H`ehBUt!B_9bpNVQJ%WwPL?HPBf9YV_^cv+6P3|JJh8^Mu+!Wa0HpK z)P<>A%fBX$@a2a6^{5Er$u0k%e+(-*-oLEqSy#U7(>#Dg;2P>~7T%?@N%#~&+sU-= zK-~Q37q8f^|h2VpN5LeA^7GL2Sbow?-^-)Xn7JMXx74vS5)p#UU zF*rDOj0UD4iHpRhTb7THe)rGimHYeQcbjQ|uqAJY-btLz2AA)*Zx<)p*Pv%TIR8eE zfWc5yePtz-HfPuAZh9A7E{DO;YD~1(e)`)^MDeN1ldVH!#ZBw_!MpYfMk%CtA5WKw zAQ@D~;7ung^3XZQo~{LJlejw9@0wMTI%|gpzH2Gq$>O{QffK7Y-d-f6K{ns6?F-zn z$(C9lKxeb^L=qd0q1D58^+r!iXUvLkZrO7kYN`S7kBUjeKSm!QT9jQ)gXftkRn zeylry%WYLFl~g(w6;jJ{XDgAZ#VbZE*=x=yW4SVwb%uMvnBzuehgf0y_sgZ?0*MwT z0Ym(&KNAdviR1hX^kLQU0egpiJ7t=I=|**)u|9>%G z^8BxCW9SgK!k)?N7UlRf^Ih`YprE&ab-2Uz#wm{EYwH~_@>`BdwM0$cA@t5n&jB0X zS2+6jhR45;WoZi#&X{j0;~+Q#oGGb<$Cu}Nzu^%wz}NBc_ZU@7!KAjE%L18-(jB!& zq4=sR`$jC~e?-6R{;!*WgwBSuJCbpKgWsM1m&s>h!Xh3M%3z*F<(#FFG-xrJZdtlo zP7Vgvtxx)=0#cK^w%!1PZvjD;G7rU{TEKPHPihMP0L0sV|6Z*Fkw9JercuNULxO1-CUE(Vde{utiZU`# z-)Dx1=vzAw2L3{4Gpb)a67uZAvVh0I`q`#fsJ=w`;u0HS+lXTQO6Pm$$V*PJLt75= z>(KL)_3w{Tc`SAqybiV1s&E``e{{=@0ne9o)8$zQ-(TW1HfB%a#1r<*B~FXEm&W}G zj#v8PbOoo+xp$o;nNGJJzmeDPE4+K_ z#rMJ(;}Y&>-sf>o3LRfdH`qI{a$KJwY+?7VxD)x5XHstBWO=Fqr}YPrqw)ia*v?Ju z;N>Xsd#WqiNA)U8oOD4VPqCPJt!0Hb(CNaX4XfY$ck@&Aa-xlu@93qj>F3)L-l9AGjcX4B*QMQJPVpL@WN=-Q%Y^@bZe@3(8URtM>V0sozpjqe!z;r2weg)txPkon>Y zVi##Pu0N!u{1i*JYi!vzR-7dV`64#b#DQ?5{io6iqE39pw0?zf>Way95=S1LwY#?5 z^7};`op$JpM?#J)DSx4QHa88j{T51v^Z_d<@E|`#oPuzAIEt@l@5OqvR!HsNf$WZ# zQb5^0EifGy!+P&6jguKr7AsMdT&*HbMiTVziSW?;1pN5Ze$PGNa=y|a^99Bn#`x(X zEK|Cs#SWomozYnC5+rlScz&=QveBRN%@K{zgix?YHb0v@z`AcdQTR?UpINOe_)C-k z#{fudj}_l!7yCcwQU+8NBfqKGS$#UD*Pe)xj^x9IS>-JZBIFmx$Q!&M4i$?Jnp5R)~-h4#< zH8S$u)t-7wj~1iAsnXgo!^uAXv7=pBl*Y+PkP<>;>;G;HU_?)b&!g$}9!HYK_S?!E zqt8%cXFUf={tP#_Hd=pZdeu)U{3iOJ_ORnTui@tOW^+10V- z>W)Q|HctBD)p`C(Mf#r+mDe@z6SWRsW@T0=d+l__MYu_q(68=h{=|%TqnNlw4|$e# z`l9`7xvXH;{yMRwc7l<_3zsdGJ-IlX0V2+SbNo_8uPGr=g3M$JjsSr{$S}yL^#iy} z4yZI}fQ1$Zi5sMu@QZPZB(**MPzu<2jdkY}w1=rBDKKVh7b2wpL34l&OnbFwt03-A zR4t0p?ytnV<}HPt{5T@zEMxJ4^2?#AXwk*x{Q$CudTJ}k1E~La3l<`?O)P?l-3>Ww z+3E1sQ&qMC<#GI~A|=Dly?hp8o=bFS_nrVaU26h?UpSuidkH%pCJkV^` z^cBy^Z?d&)bfi*}hW&gyH>l}&L1aiR{;L0qhxh^b*MEN4Gp~ix`2h+ulL|EGsm;Q_ zCY`?dHo+TGEtP@%(KN`FeZ#pVBA4GZ8W3=`@n5$m>xXS8v9lvkjPAhe-I?}+mW)X! zk{R-NZ=>iy@ef>4lBoTe``%Z!ci_OX)kMi5lYB#f3HH39=Fv$!z(}+Ip;RAa!i+3g zYE4q&mH(D>nUDR~=3f1|kgc4xnveDX%8?6+OT_!Rj&w!u2D%i|m!6F*p$w6hC>(G3 z;`x4f)^VkVo$A2LfP%T%-Nj%AGlxkKH^4b40iEs&r|n;??E^4W_d0>V_DFzsLfA@r z`my8plh5=A$Vl;G|0)`hjR4ZFyPUi4HM0?kj}Je>(8mT|IR`3=X2#iu^Jl)@aGz%t zF4RH^lER!gUk-8A#qpPN5m|qK*|9X5-iEi}cw{d6`n3{53CV+WS_G1})#Uqj?=s5! zFA?<}DDE?`rLelwATp(m-gIlF#wE}A!|OL{XR%t(&uE9YIjuv+rs#IX zzrI@y4-w$JOxb9V>5~6%2L@`H13L_$h@Y#KBWMUKWu1D_R5^ReA28;OO~-mHQJazA z$DW;QyNCI-P4|wFryWwoI{L<#J?6hD*@8A{cH#vzAMYAUIvNj{>aR}%Kh>#AwNfBu zb!_5a^YC6@{@tLa{Lv@69bRtdk7m=`*^`7SCV9+@Bf*K4l%0PH-7=rr!?iZuFQ!!dN{Lp8DnoP-gYv_3hKIfu;hJ(Qt;zgd_Dpe4`2c zK>#sHL5x4`l$0xS;E>q$Zp@S=)3ja1V%yWWS&fI#}Pf#GOpJ+gK6l2gee#H zAEBjC(f%o5GxsO0BM&E2*AL>X%RL*E@#JHaK&O0cAwmr`a1F)&~mfQ~f1Zv{ylY)!q9AEP8*Z zGwnTlTgt!k!?tffg->zPB4qr&S~2VBUG6?*hRu496C+QPX`C~A2)ciSH5fDtWm>Lr>5To(NP?<~M4 z+Zi~4=7AW$n*exT(hk_e_Lx-flv4)o5qXYkaTlo+z%wlqeB4(54 zj6>HdAW8n+6BQt16&xC_`tJb4fnJ0+C@{2OS@utcr)2uXhn{-`WP;}jUI_KAH6cj8 zSikA!7U63m!}QGPdNQtWE6Ov8;#n`yn(WYiG1{j#r-@o}`W!^b4d4q)VQcEq?X_biB%(hFQ@zv=Ok!w*PC)Swf2%g;s@Qf+#)h)j zG?(TC5Sd-1_Rcu7dnt_tzx?&53hX$s1M>`<+pfNkD2G)_i0d21UIPW_L*>g|J1(J) z--3RZ+V>NVovX0zCd{!gJm*V_=#0IlKsadwQR0&)M+|^3BJP*Ma#b!+pT0>jbnW_7 zKdkLI-w^Ee=?i?yGIwuKr_ud9crI{bzhFqtQ|nq~1{EvTpoMjBB?RE{`)|5wv7 zCZQ#r^&YxZH?IU&Mp29@VPUqdV%i8*$5JzLG?^o2rW1FSaUraD66fslzPO4NZVC@x zf~~XX6RTH4JEC2|RyzF5js>sz_o6Af(IC1o^X6)qQc4rS0_yW`YaQ&a3HnA8`6I1? zDvr*tKLa;n81=ah47_SB+^y)iDxmJxa*DZ?>vy5rb{1EpAbiKH#s36mq|-224J|@c zS!_)gW*k@xJlUwN`IBF2-`9;5!*erI=w{_b)I!?#j|99I`a+j9ZuWt%oAR4R1trEN3e-=5ei|9myNnT}6LhW^| zYL^ZD2+R;d>;t0<(O^8acAz_+HO1wlL%B~RW7={*fMFYj&&!`>9!I~vA<*$!+i6t! zV(KQsKDhgj&1H2B)VUi+yw`Inoo1nVgdzpV?GTnhX;l4oDT7w%2sr@tNOSzpH^ez_ z7kbhD5C6U=M^4zG6opMs_bX6_O^}GAFq}?L`MYi=36V<@uN`+J+uGw|t#;B_m^0Sr zciuVE8}&Ik3#uhdhv)C7^V+_Jm_5Z=eR&Rt+$2bBAw;C9w2}`;&0pl9p(1Fv5OGLFWy)w&LL)Rb~F7+KtI$N_O#-On9Oj}+3_WoyJi3f$CW}X1|Oa~9-`0S$B{3&2X=8S#a7KLpael^K7 z5MB)WtVoEJNtGuapIS{o`O@^wxAOD%UZ9h@ex36-3;d0KkccmEel z=jqHB0dafpe(S8e_kAO-k9x6PyQBdQddAQh(E`!~bI$-HV`yd6&C8o5OT^#BOO$M2 z=+S%r$(Mlz0Q{{TSD71?Guw2hC5xE#e|JCA4>NQ4dkTsE3&x+H5%pF<>!;P+QwYM$ zk9y6kiFg%f{tE_Ot}z{HM}zHcub71Y;Gy{ORR>FO4cbP4*mwc%Bt++X{FsX*-gajvJf!pXTrSwy;OpkkwAsAO6V?dH85$%k zjo2=gL&K$8oHTiTuI@-dQ27ikNQ$~sm7$_5?Q>}+fB#NRV8FiSdC?mw+RteLVs{GB z@|eNr=IfRJ9B;{s)Ur)!9>{r83`1IIkD`BjvZ%2a`>9Ung^VuQWMJisDjC=;im>K1 zG>N2fNxArkwe5Qst)HW}WXKxQT*pj2(tLz*W&AncTs+pTe85PtkI4C z$*xH06%(-XJuh_RRY6Uef1sFG*!*A!yFZg1-gKw0CX=T2N-G|0H6yq)H8gw5yq>nT zXwIhnnE?%>UHz{7eL1wW0}{XZMn?Rw%iSS;7Vsw^I61~K@wl72^C+o&;1+aS{s0}a zvX=pk+aI+GW&YwqYNW_PJ_YudZW4rW73}IGAir~1hX+uUZ?=1OP75kPWaQpGxsd3W z**!|p#n7=5pf19o!G?N%2B0ET%~~a}a%phvUVOT2(bN1=@4o*=PB@Ztu<5-eU}DBG zxzn)n>XNkwf~|8RqAgm{miK#X7aQ|q;?M9|NqF>_qQO)%c_ID`-*Pg-YyN)+G+YDO zyLU(U;qnUWx;)k3;iI!l)OPP0)MdK}Y~&PRS5BLN8SYvY!Ib1Sl9d%YRz~_YmhH1G z;mNy3Y~jIhGTz&W9d9Dnz%a;dWYu1HMBCq(xDQ$s!v7JZg2p-~0kk}IlskdMQsLNb zBbtz{^=?l3E^Pj`n%_`vz}wp2WvY4UlV-WzzzUG>(p1pT3Q}))Z(_ki$N!T`YRG{G zeG+Y9LNwE(N`uT6gD8O1Lp>BTTT}25Qk+s&1scOFA^9f7b0YnA2?XVYi_gG0WzVO7 zfIzr%D>=ufuFrfk7NPf#{646kHxtTfQhxTiBrrTYDx4wuXhM2s%x#n^UC`sjTRd$V zc?XxTkAE{mZhfpT${22nv0x4vrXPo_b+HQ^6yXLp6of;Uq{`=`>UV0|y1WJK0&T&X z&bjDBhgz^|BA(;B<beX5flcou>|fpYRaE^@~!PVWa8c!{?ekp*MlI6vn{1H!oVth$}# zgM#W`O*{7YUVoBsbe)4^z^WAwXbvK6VWJ%+$0`cYA~W6hef;-KL&||)2FdS(V^alf z_w9`XH=`Do#&>u)4Yz#1DJAf_B5BT`1=X14<-RLq&1K`)5s_P2zsm+LSXgWhE?@pN zgU9$Jj>L@1qs%O^0vh_Ue?=`nZR&WOJ%FKDLaS@Q+luyo&)mO#SIEk|gFZGQ0gu#8 z|IbgF4_}cysxcS5Z)N5OXiV9*-XpA5J%3y-Eu+bIC!gC85JZPRuXwkrYhght8(hyH zi_RDOe?hhR7%HgYO5C5E`$ZJRIk3Ka%|eX*zh_W3G=Jc4TkclX5&9~Wxs23*&ijRu{x zWmk(?W=;aC9mv*_N|T$2{%o-z3)GknNlEQm*NPDY4S?xFriFw+tN-1F@bPXC8I#WN zp`8>F6U-)z)l3vl7&HoUkRsktAYeu+v@PlnfrdoMkJMNq7trB2VEn`Vf`9a&a^Zyn zE*In?Q@$!>ml>(+`V>GBBVjG5^B?`Pk=jPdF8NZfm65VVtNRrE%3{5!S`cN8>kU

Rn-0U`J;5O!33bf4S2 z-@FTnL9wo8Bn7_e=8+J6uzrS{uYy!`DISJgODFvN-qGMhAd24Q9PCKYi@}IF#Q?wm z5TSWeG6C3PAgKY?1O1!Y(kS>(p*0F)=clgHcEm%g6in!ejKP(`6&uP?>9&-gKdw;# z+1?t7xxnoEQKzwVWVp4VizAA2E;^kXU7ktfbOUKX*w;RfM$Ngba^d7Pcz(`N2&tQT6O zh9_Stx4z4wufug3HoyE&c`9PC5@~)f7nzK*Dx6SBMmmY2_TTu3qPVNURIGv@-fA8C z8VctJ{7ksqy>13Qcg0~Xyw(*vB)~H6xCIflh)G489e$UdH?9&y?HP#D9c2D_qG?#2 zJ!?3mRc4H+AG&yNCi(u?O6M{)mq^ZLZ^!_>80cUgSsaad!uK4Pl1q-sA{aw+waK-> zy!maMz#v9zjtoh3IGWI7xFn~5{C*3{ET2a%&m*w-QlWYhSAPq!?5nmEJwg}m9`kR>dk&T79=*iwku!ld#q&l!kXsD)wYf3OBC9tg^KPuY5Gphi9bd2B2NRj ze8*KyebCf{?>NZa2_Y_Y(5XtbTv1J`JLiLyY@||?hT_`T@vyYd86KYNMnw2>3Vqj| zNX>JJl5+zhkXFwId+V7uw@(KI@S!vJJYZXe`vpMT24zL4oKQD-7+Gt-i)8r&$NBOS zx-sYD`+Vn67hZ?yb;kYe&;W*v#7L-mjq4mqu%#d?=2nE|+e(>(nZ` zA)~a4b4P-!Vzln|L-tiji7c89@Hr})X>~z+7rN2cwg7t7lb=6PTIc~#} zQn{lz#!7 z4R89-|JD;YPaDX-Ah4q4Q~t}ayvRD$bdjzUQRyd4nBq_#CaIN;q7F(S>J*}V_&eNJ z&eQR)i2w$RSl8KO*P5&!?%`x@aquobb4R?&rw|Kv5@{Uwrm7g_rrZqpxSqbd7mZl= z9u40dGT^D_j+3~IJiaZ9;d26n6@hcNKWn2+x%UYWAC3p74*lx~4d~8fO2ki`eL+wB zhZh6qoi4?X*K?yY{XE%w)4}#P88Y))H1g`T3o>cDLg*oN$FLyzu( z42#FmaV|feD~DrsSPaHt@oY~#5JL~;`Hj$s!B1IyHb5U}BU0+phcet=huH}ceYVbA z=4@Hh672BbpWVFcYjYG7kL8pmzlJ)lE+o%`%17J0nNGU)@9LA05{G|xc?N^z+um004;7;E)?v{%EhAvMY~Ps9fxO@#ZP65)Lu%N7{LT@N zu6DnZwQF5Sr(;F{i0uU-_uYan*PE-Ftj_(;@;*2KQ=r2{ClzC}YmoEqKXVI>ND&S} z!A@wxv(A=6-uGRB{cXIp18t0%IpM;GsP?1mha-xJpAjWsBUB9ao@a+!`LZN1&mz#d z_-yY#u({}v<9#bo#dvb9wwF3wpQarw$?qpBZ3!xu@TQHPn|_J*ws_@JTCRpoN6h-| zePaC|%%!8vbS*k|5nQ4qe7k32&JLE=d6!~M^+EkL*LLY4WoCU8BYE3T_9J4r5=lL} z3R&9ORqnd(%X-|7gzajT%;0Np6|I>;ZOL>LDh*04|?>KynN z)2N1u>RK{4$2MsE3e%$M6q3~z?#i&<;Lzth+Roj4b_{Gr^_9bANh6A>0$voaHx!EC zyzxUKQk%|)dA^ZfcfouQw5ci9DqUn*Z@}LEB0gVEpH>~iOjGVwT}O+~sowToU{n*} z1eRP#Z;#whG`E?6PN8_0*`R>M)eZ%K-YXu>uSNU`L`%%f#KePPcmnCk@oyr#)KpD_ zx=;8$^Wapd;c;H_z_vkPK~zIC<8uj7T{i8W+xFC+TGc!dnx69>0z9$K( zQZAu#y`;L|3iueQ8B3(@0ab!gcLn=Q;8k-AAit3k_k&gq9x@raJ-ZpI!|$6}n^Z9^ zQCB4c{kipQ{sTRyiFo8YJ-Hm+pQuFn|5gf)cE-F69jC^D#;Rr%WqfikDf#g>mFE*&su18oAv^|{htQxH^dR0S9#-1;YP-L z-BXHt$r_O_xnzQL;tfhr1aOA$e%NuI3^~bF&k18IzofLOa%nUd@SJ2;0ViHgRHt{1 zS#w7i+3R3hl;a{#cqF4}Q#u6tBn(1v^__GDRwB=O!2ZT4cSaaDVmTcm+KT~w-Ze1l z7if92euEm0c(+q+PmFguacgX-jVc86nit< zXhF_<^^TomEJ|#{Du9Cz%QV6$CqH0rQ#Ho?e-~0(&bzGmyt(;}r$pA&s}UshBIiHu z*9;o?SU-|ih|T>Zm+J;jYD)rXmtA@4DlO=jlXoq|jc4MRcvg{%brRXTft16H&osz; z0uofv<5^7^(9lcRIkj1jU-JU%;J0TI9xhI+23S&w3m%_ZtcIfpzePunkWx|Mu1W02 zP!tNY-%Yw@1X|kYpQ6f(xTbQV`EnJ;)ULtc5TsKvqF5X0_l&U(r^}BU$qR?lZ@+GJ zQU?tF@H9<)T>%iXn!zqkS+z;XF4sQYWgey^FyRpx|aDAml$0u2= z38$;A#&l_*`^I#h2gTl_1JA8~J&45tj7&TqNWrS0@7F>8e7|rr#qk2j#xdH0foB)h z9bTqOh!0%{&{K|xsSB&I$Y)7%&_p-6z;R?fG?152Jm01Lm+(~A)*9BqFNL{x>u%6D zBI9ymQArFc@qxRWSBocMKTY4KJ+hggQe3}uUXF}=z_1jUJ&rA@qWMJ3$x0o#Q#X_L zCNlZhvsh=cUC`xyit*XrZhhWOs!Bk0guWbLvIh&aC8tkF?0Lto z>DD@^`vN?0+_hQw6f}T|4vHWs&3BAXb8X4OFTclA^1$5D$t?vHwnnwNM*(uc8rRWa`=!jJ1# z9uW|i@m}}wVubV$)^R?#JQf&Xa#TE5teruDGkSk=@i~0D9wNGNsV0w#nRt&q>qLfZ zWps)Mlmovr{{7*B-?)dEibI7c|JFn*a2@HX_6~D8hVb4vOG@OS_+Rzax!*C5dwik2 zFcj8H#y4RZb)|PzhVp_}k$(e21Ei7CGwsrHKKv_5%j8AvlC9j81t^bKqCDSYKN9V; zJSm$tco;nF8-_L=@?u2&8uHUogl)FGN&o%ouRhS&%msbJngH{E8_mr*kmojI$ z3wFC@na_ybLop)$s-DN~LQmDOA{fPsJvECVg%f=_+4#HeSns7r0czxZ+A#fmcRBO8 zPjxkv1nbY3oS2am^z}TI)TN{xG1=k{_C1C%m)Bo2DRbzDzDW{r_tneu62L$O${i3B z#41JC<*VS{=+W?szoS&ETNkB?Vpj-pa2}-fSd&MrtKOA&L>(#noM6uhRzsN?YU3Ey z)PaC3UlCG`&>@?%%?{=)8qw@nddYNog#zmrb&S2-e1%$kSa$ac6h*|3Lx(d=)!!3@ zxr?ImFTdz8WGRFD2DpousA&m)yGq7b#__GWy&ktH{W+ZhAB@@f!n(c1Q)B(j9VIZM zuZqS+_;t?_?5lUFyy-Lw>=JXj{_bsN0pQNmzMRa|-YRY32s!P6_y=&m{$_`2As zpvTDm$^KrcQ0ny%0uP25S8k~&sU0D^&GYqyBSJW@yZrqI%MTFSOg8&2*i~{^78V$Z zZ1U_-87NdhUjb%Lc;2`QY%+8%#9#k-BQF-;#Vf** z?cH+gl;$idERS;Xcqq5gp3lWw&qLliLK06kp;C3l!26R=CrVqPc|J;qT?)RNosfh2 zkrN#sY*32vCl`@;1<4@cBaBp3RHyY#Z(6C{Y=yvo)v?8>9cSvqHJWOGqsEa8u;NU@ zY0`NSymu_^W4LVIAqZ^p+l;y*A8T%){K-RC{#oMVf3D77Tdp`?!JXbAHP3H5y^QtU zoIdL}D3+URkrRJ$xSZrQMt|!H*YHIyCb)0yx;b$?;c~L~?}o+1t!`35RQ22@k4Z;r zx0D%VN=!BxQhqw|;VNhjA9}mLMvDdb3y4Tuk5k5qqpQ+?6_wq^(%v#J630zh+Wt(h ze%aq1J-~DJA8_C6Tb$fn1U2Kd<5h)pH9uP9J#Lab>{T!qg)3Xj-{5j|ucbI#yvDu@zEx>?)R})c$;7(oVMAbk3@aCI> zP{3U=<(P{w}TFrts851qNa5)hdep)r2TjR0c>Aq1qRNHPhvIrm11AW8Gjd3 zsPJlW5#&ngxsQcRw8;E5MmQ-(G5zM(jOCQ=1`^TCLuVE4;JBJj~FDV zfrk$XP^KqV`-=%vG0`lyc!ok02=aqo=NYBV5AP{#J-mGPp=u)Gfzo9(KMA7sSrzk$$7JjUcHz{ zHXIMk%RU&a8C!Xv>MDD+B*bx+yhQq$L+4mJilrk*myd5(Yq2Iyyn9|ci|jElh%-nc zd+3iZB5GWbD9I}Y5hZ&_jE={g^)Kl_X}72S-`HuxX5X;pJhjd^rvK39_jkJ@0e3QD z=lv$W+hNlO1+e}UJ-v#r++_?@e)2Rm*9(u%)Kfas7eD$=7?#NJx&U)HBtv<rT)fB@PrANWrFMUcO#_`0otvq#pi*?nTUk25!~fK`&~ZArz)AP&+5pzTr4+zmyLvrRdc6+Yt);>%PR zFEsZS$(G#iq2ERm`_Ieubux(*;j7TA<1qfIHK<4e_N_^3wBo#+euJf|ez{&ll>U%; z9G`fWifnhC>i4;#88lLHo#&a?119xkD0Zd_zrUY)i2c_s2@ir-UIl8e-#rdEH=KO_ z+-}|z~qs>TTZsWxMWm_JJOqSI^_z_hk>nGlyO}MdYU1F;SobsVM1D;@Eq3HUmz> zuPcciQc~+?zt2WA5WEbL9aBge3%A)#BS3an)0>Kr%cO3DkwNR>J0GGLmAKTa~ zG6sH50w?hCmsDUG^>058`hK#*<2AVrDBLgc|7&kE#B`%!`34~6}<23 z3q#+2L5wzwqyBUIYuxqi=FDpbe3$g?cuup;g`SBB_0BRTFKBKrX3&UzW+-J z-V5xW;fQIIn!Eu@Y>nAWY9?S%i6ReQ20tXB0f|W*Jq|zUZLEdF7!7q?7W7O%>hEBHCGX7xSz10Fg7(O6BB3qWtuGJl4XoWn>VeB&p;Zp{mLEQ$bzG#tM3 zZoU5npO^Y8>aGEBly|QBS*%ft$2t*ee3RzPQW}6w2V0*|RqTDpRa;4u*4sfB7NA55 zDlh%E_}?vrb?jDr7~yo(?`FC5F+;t;+jCbg@bZ*@wg1H+^YqKaPT~A|{D*KB}!y-VNu6%gUi`?%QOUjP2IY88ajgJ-?vi|L*{Qft+2`DAvla1U*R zk=-SwV{AG4x(b}yGmV%A=GsB6n2&&f!4DSy*>_7D3nrPV24X0>Jc9pVDi?WKg|b~X zNt2uy^M{YHahT>ho+J^aHJ>yj2tZ$ePyp6~e;H+9?hLo+S4`z0$Q5r@p=@FXZEWhY z@_6*;G-oVsu8|L=x+KB~QziCxGGe~*V!0p~owoBNwYbcPh^5ZNJ(RU5sjVhM@{fD^ zAqUK;r(Whv+NwK>LWnRIigbU-jCG;gnq}^oLndupbiTde!si85F({1`k&+8>yx*U> zOd%!g@$lLCXF-`ED6`EDmj?1~LFajTiib!S9}H36QT3TAm`N)FtxRgL zT~PgKax6IAAYly!S?vD*hTbHvu?8{&gV7!!%_EC^FXO>@FBC(+3)c48-)B(I| zYi^qD-7(e2M343n&`B;p#XvLZfx>ji*5TA*aQ0CL=W_yBu*E(r91lU{mq`iTcO72m zv%S&M+&|7z7FPZ66w6I)PZh-{o1Tz;CT)T@=eua*-*oE?jT=8;d?IEWnKiyvhIxy3 zvA*{$d;0Zx%+O0ichhm07mAX6G7_6s4#Vdaw-e%m8`;_6mlXFK&3}?ci<7}wiCiXA zibkK=e;v$-hc7@L4)O*oJe!Erebwe{QfO56;4{ga?MK>!?YL4QN}7^F2r}TDJGA7d zTI`clZ%)n{@#;8hIBmU95TQ*nOH5{nFn*@`+>4m($&Zh2;os!z5wCW{@sP71n)Kfg z`hso^yY324CW?3YT6<%1IW{X5GoaC#dIOZ5$E{hx`N*oBly42>E~1)x;7E4Bt#vD3 zk_ErUM|(9X*f7dQZdlv({^xHW1X)!d)~1~hoA?Ln69)TwExzg7b-3~7ps)`jd7rll z8!<`2UTnJ=R1)rKN#ndKr%w)!b6PIlWeSv_(b2g?rYaE4oTw17bV838`2LwC?uGyL z=487YMoNv-C=$lJhkuRZ1hF`Xoa=P7K2MiNad(|cr&BUpElRzizS07!Y?%cZp3_H? zX|blSNf@b@aBX|>gwNj4Vyt>^P~YTa3qt2xIrpmt$61RgAG;A?**RUIxh+lsQmEq` zQN-naZggc}(;wcK&Aqz8Jnak)$(7%qE1|biK!o{VxiGm{{on+!#^@Rj%%X!4ITrkr zc_|h!2V?bF!7?5HuV#{Tgb~%Zj<4(_gI*tk08_u2`@-lR3F{CH{+fWuqJL{n_zpT0 zEWR4|lz1We{P|!WscNxJ>o$Z&_pSr}EIk?UV_D%}{UMG@TC9n!flW8*_Rzq1f=^*E z{eN%~odlVsFI1OD^h-yk@6KD0h#@LqP>U`!Dy#|8S@kAPk;2%x?~)XZM+*UDE%DJ}>vq72FP7=UrGOi)@_3pG zOWOdu5nLE`?c79m59y&wudN2b_q{F*&ExQ|mmqpO8SlPd;8F)yAEtF4{^%_!8*(!4#=yx_Mu;r=<2CqCg6!F1O?Cx%A93fDzw>S8_zZLC^^&Jl*T_g(ye{6L%~+i=+4+~)B0V7U&QsywA zX_YqPP|{Gt))}@rd!)>5^@fAd-3wAXAl1{@`nbUCapC2wg?;l@bNV@d(u{Rp?i}JE z?Wp%+3%_q(Yh*|Lp-Ovhr^hQtUc2p-xK>;)^H~}DDl&5nZ54@4?_dlrGB~J&1SON0 zU2p*wxnB2y9%YF5Xu;TnuO180l;IkRpAv&GveQQ^Yj3vQZk&%hPLdLF6~lKraDG2$ z*88{#FvaetyO8Hpv{4`?%`d66D>zJjh>)EwrqJJO^@{$JyvI#m++CLQM~aU@Dr<_D z<&t%B=ED#f(y>yK?_1j@Cf@FWZwiFz@8- zM4_I<$*W03clF&x@iG9`Lv{m|$+QsMFD$*B7}+Ua`iN@I>&pE8yQuhYT-Kz@6HPoG^UsEFmc_H5L zYKoz!EibFOXI9jx-W{RD&FN5hiZmo9Cc(d<0xinT3eVO$)~!JWDGP|k|{`TN!MlF zbovIP_OG(b=xD9<@u4PuZ40S=XlS(>EaJPi#@nmAuO3h(EbYA@?r!%vY)yjqWNjxq z1l2YVBY+%7VcyP}?n4f_01W`jYH5}F1z5KOz5g{c_xis)4chD{Y_WD*tCve}Fqv+d z#YSx00#vD+{8dZuPzMtrRDjW z6PoD9)Qu%O&W%CG;b#_kop=K*4lMp3b_ml*1+&F&aqPkC{w59vBI%>0gcr$|FG;gL zV|b0UL@2OaH84P$AvE?y3FC5IS2rOPnPG{1rIhF?1tq z?KyaW#n4rEbzN1(RTpQKo&QWm%REhMi#~u}kl*LKKA(ERUgrDUv|T}^yGn1&f<2=H zZLRJ#qKep)@od35{i3jE*PCV#B%z;L^7-Ytyf7gjIJH=6e?q-9vMQbE;v&_q93K|3 zkj(aWx)gjbe>-i@J7Io;K1Ae~eQY{@)1O(%qn@IU0)uis9-i)8e?hU@E zd(x--CVxjot6+KDp`!dOH*1$)r_MW8v-Rj8Gj9VOHyI#LNYL9v^pbENkQ5Nn_A+Zy z&HTwO6DwP})nW;zgEX=%ds-fZc8M>vZDg?HqyHR+|Ar&4+5?a6Y2EOHKHDyF!H=Wu zKR#LR8!kTseeE+~)_MIA7e~D$q=TM!Mv=2Lp{f#L*)w_Y#Ipv3McAy^l*trhw5sJX zJX@etP{`yU>6Rr;Yu57P`|Pyc0OqWF{(^kSNA53})n)ICH}PwJdfRh0#EU(lsQq5% zplJT!J@EMW!Pyt}tmudl#%q%yX0AT8u;sLFhicM9p`XFQ$qTl(aiklI_W9i3GgS-r zoD~Z#!?a>!V*g>Fbw0OgE8Xb#j%uoHscF)>0YYdnDG#(Sp2JFle{f6qB1+#Wxy@wy#FS3dp1|WeP2;} zx1|HjhGGzXcShDq6sex~JLQ6S%|G%DtDul2tQ zkoSV}xyI#lNt4?T2lpJ!ZV?BD!B<94@UOa02WHzjuV?CEqh z{6wrhD%f#z)?dxgiZ<9$*X2%aR7bt$D3{F`N}{td!)$;`uk7)#$RKA@gdi7xYCXiC zBq0k+h3;6FY{@aMOA4KLW3FRt%{se#xE|P*qJM`poXO7vj~^*g&cpDcFJ-B3g1Nt3`r(C3Pjf2c z0A$@Li8MBVj~O>1sP630Vz@ET3bf`MjNzI$aIgL>Bl^lo3Nz#}?EYV3tG0UnM+y#k zul9;$#<(wekeTI)$-K5%R!=EGRdmLy4>7C9&L2{E<&=x?Rv z%$&#N5wX3w+8Dk$zIs-aUN7jQH2>sV3F(jZ1!;r^1wzDD+4WmQ0?GI_l=kNyb6)1& zVGtGl&Bv&3)(`J>Q!9x_pC$D_{1&&?Y{FX*k|_B%0uwR}AZMAf?h&ISN0^RUZg6~x zEnniBb%Vk;3=Tmk=J4F0RRw_FpjhJ=uKi<|!TP2Rm%uSb`ye9K#+V+*M(PU&buA zySg#6M0exo)93tPk@2|bWWe5$EXHi(nWuXpLL)E>?E4H>juuQ?%`UhhA(bdIKc4|@ z-o@B#WKzp1-aU=`s~$+FwE{ZeDuq3C=t7qY)*#5%Rt^dcFBi42bf|K)&e}d?|H2_W zLah26Bv~^CLH#bd27jC|xp-ROT?2Cv%uV^;cCZ?t+m7WGzeg`*tB}scx{hQ4VLL53t5?ezV2{PsPzx7 zgqp>yixKG7xt>sI+x%$Z<|o{{xV9`s*~{h}OZ^WsUg#KLHt1yC#IR2ez6sEr8X`>F zurmux5bq^yIxf){Loz{g25V@4s|ROO#ij~%rTw6U&yJe^#f~V16MeNUL~d^ z>7hjjVTQO~YA?aP?|$;}{m&TOpU`6MkOj_)efm2-_=-PzwaL-%wvJbVELe=DU%_){ z_rv_t6TvH8MR2#Hgmf(ja`JE^%H?*VlKYj5A(*YKhv8ge20>B9BNcn z6aRnc;ku3KZUsDNScXOw?SFKqnIQB4qIR8LuAzNhvaqPzfW zg+ zSTnDQT#cNf=sc^9yZ1rgULJtHJ#pW;ei(SXV;$Ycz#2jEHQqR6N;!QL!KOI9<*gZ@ z5VayWa$XT#=O=-{*lD&lpI;?r&`o6!UWoR z5ZPiJpLThP=0a>lj4sk1KkJ#cA1E^P_g1fBMJ$t`4P@|WlHA0U&8jD<`l;j6&D4ht zpy}+_47j+4t=wC<=MnCZ4L_RB}kPv|M&Dihb#)t#ULq(>!oP_gS>~azToq`)+w6iJXfrrMloydSmE3+HbOdQ z{(y>KT)V#j9S@H%%EBqVO$t%#Hs`?j?Rte0=GHYZx%m;%;Wck_l5<1PG-uF&J0T?M zJz(7QZ@0ds6sgS0&nuXR_6b8r2McTl%Q6e$mxIvY`NFX-sO4d+8? z=O8{bMYSB7cvP#m!~N3p`w`W86}V;*pyUaz!$nca2Y(2`7^1{eXiaxyDag3uEqx8N zR*A8d=SlT2um6Pn045?I`%YSKb!aHC_>#*p(+vUM6oFrDepUckw*Cm~kue za^z_FE9=cW$Ia7>%m3y9-a29IZe|M&7mjl?@B--GcC{ZP)UnsIUoS_^f7gko->5Z~ z?d9b9u-{ndWq3C3mR-hvI1p_iX?jImq0wjO*ZLtQcj(ymh1cTp!^2q<)RtI&vsdi1yXynMa)?K+UM_ z-s&Rav0;*pXxd*TOqj&zbc#CZg>WjNrA`bma6M``h#kG#vLe@bU|c0dA^7xMkC$DU zW10zENSRL^&=*dAF?2kN63Fw4G6QmFZspk?!V&>N=DebE=Rw<)NxjY2TORVACKWzy zhA6Y=Ic@r^3{2|^GB;wMu2WYAn^v;qt=CE7hlBNNT{@c4!>w|X6W`@XiU0{hclNe_Q;xOxIO5w_M@gr$|kGf?yx z@lEAjiFJ^2CsGg@4KzCR@wa#yk+6)f*pw56JrX>i`v*l?mhKTT_3CO={C zU^FK%HFVakWg5-woCd~pL-1zJ85NGPEE6Us+^g*3A{3U~__Ops0Ci@@;>?ccmYh{A zV9<9QeO4BD+WVCg3u`wwNzvJ>By2%Sj9BdgF6>$VLH0@~xugY8BhZPF{@j^jTJb$7 zX7MG~)muq+Q#y5XX&RT{+B2=d*7w;h(=cSC+72pfZ;Hln9848j){4&0sl$R^bX}x^ zVfQ9`opOv9R!pgSy>x?M3R!2lFuf;O?;VCpU*4f=8+Jj9Cp4H!ib5z++aq+0yiwD_ zQeF!W=wy0p;elXw582G1_8WxoGXG8T^^f^R0y%Nns`Vt%i`5^GWC-ZA8ysrB@C8kq z`D@gC0v%*6oLZ{_)1*^y`7)6nd@STL7r=9hbHJ)X$=fU?$)7gC(M;Ad}4RkAVL@ z@)gD4ZYndUdIt!2e8mQSO=H@j|9}GQK_0ytPj)TnQ0or6k}GP2z8aqk-|zbP`}=%} zjK4;$S;4-UusFF&K_SX^Xj(()Fk}!pOj;3XGOFBZQmQH2Y1rb?X!*U{EGO(GYREnb zM*LT)>PxNORv}3ctk-RYe+x7u*yR~B`m-qQaCED%gDLupYA03&X|or@RXh@rV_YMD zf|zXeJ}SAEVazugS=abi*y)rx|?3yS`g`_47ZMv`fRjcjoKniie}k^(LI65R)Q7`)ZET@ZkL>C&v&Q$QAKE^z=3HaT6bQtdskzp~tyXO|9)Wrl zEPH8Ysq&I+obp)wNIFW5F8*7^_-B7E_HsdeUYx?On|rXG+a2wg<2Za*p!GWVvvF75 zK-JbAXVhHa)s8CZs?5RtYs|NgLpPh2s?%@=!t*d}UAG&Fu(#rx!Y>_Kwdf=D#h2xK zZ>yV?kgmA1V1#MF>bpLL+v^mscUW=mlt%){Cr* zqq_8mzWiTgJ_$TU?8bU;a~voH*}mDQ<|>mgQDq0Z3~m-W0$q@eAKp*3uMz|uG+O9k z%QY`WMAw(`e-vYjrw*g7@K=d=#rw8`Kb}qt)WH2t1%)DZNz(EeD20U?)(XqH5y#X6 z2p5ODy4L4+5Ok`Sq2Y?`_#=(yQwXwzhX7k#&_U&x0snh}DpjW_P|_zG#g^C&IO@h_ zrR-eoP#n$yd9X!khWvsitWp$e?N9n{4ffMPZFJl6Rr&tfyGk9= zc^LAhWra`YhQr@RQE!3%73KAvI`ETz9^q8lkM3*n#!9jk(PnJ;xIUIA32*Q~bc-NT zpcu?Wu=myQnMM>w3G*^}_Qi&r0wZvgpA%`Y_A;%z$>DbwixocLM2GHDql;k0nt_a%-Z@juWP{DRDH zg`OUX2o+e1|NE32yu3^BZX7z~AYgzDw2OhCWf_et1QsOpd`f=$7*zE6`qMEvsM865 z&YB;TQ%`|=l<$hu1xiyp&tl0+?Z$%|W`79P0K{)U2}XM+6wbh%CixhjbN4ipu;&SP^>YGaJBQxelF7Y_+3Wlo%z)~BV!~H$Kp@qS&FrD%l6@1&ba2m znNs2nUPy14@lrW6!{ZB;&$nFnp#m$BgzjPsqgG}a5ThKm{n9>|*hbB0IiX~@^VuHl z%1#_1MUF6sy7DEx8EqlQbWrM^x-0S)>(Fm)MW1wdvlat0K6xq@Ei6mez|T`CFKtCE z$nwwN{wSq4hhbg%+~|ZFm_ND?8Y|27A`XuvJ$b3j<`$=+=XyAbe3r#7rcU#;=C}qE zJHr)m9*YtKWArIJ`W<}y%VV0WbtC?(M)9vTP;#}=z1YwAA0V#(|B*CLpF&D7bX7irDlFUIxOPvWI8q7oRCS%G8Ca8^-h$K;qwYv8_kg^XJ7f z^wpLYyb4o_?{!=5+_Y*SKgWRMWw5eo1+3p->fH2O$|yaN!j#$AV2N$We&77L;bEcS zjpdzig`4H4?-Z%o)CBKah9otSF&13wln(M>mI*sDa?GrPyg zQQfg6Ino)h9Xy|C1E`5eYz>ce z+E@*d=dKK2O?aPI+wa65CkuiXPX8M=^8-(&YL2`7`l=tM6|hb!-K%SJY5#x#Zfj(t z@)*sBC&Q}nmAppHXb>V+76q^|akd;l|xQ-0jACGgTEhTA?eh89HiR+*-3rW4vZPMC0AYj7IKwMB)3+__&7ZR!g_A0BF@S3$0W|58H{8+8n zoU8EYGpZp->Jw%WhT%MH`oI=wn%2ooTzRW7k}2A z@=gAp`3;siT~4BZ-R9=0`m5sqw5~05oyZs+ge7=E&wo+idEMVMty>mnpWOvJhbySC zq_f>L0jxECba4lJ(W2HLvQVo3i>7enIV9nh7uk;G<#>KzcfNQX?MLJvB(kt}e|01s z>X2m5m|u(NfBF4Xb>i-wZ=oR_@6|!+o*m+cM)8#g|I;8z!!qU;qIQzi=Mu=~l{6&^7JW~>EG3f@N4Hkoir&6yWPNJk-+qKYlbJO?cLV+sI2y2MW!oYMxl1WCu0vwSQQyj?PN|;>zrpu;xiy{w*5i zHCOAm{qKn;JOKqn)e)uqRoJnk>FGdDff4m-Vr4cDIJT*nNt`8*X1K*e+pCEQz<8&g z$WZ84-=27H+4EIDxv1r{4C86FvWUoFm#Gm3!537-bua~`o04GB-m_$FQtM{ae+{B_ z7*so_3B_2`CtXwpYV{gwm32FP_lTUPX&QSU>V2K#RRN+d8fRI))UXgp+NEL)e;ey1 zi{4XRF_KLGz>Q7>ti+oxiC!RDmQ>}Hie0(@Q^3*nA2#zP-pG+iQP$~0bf*E9NOiBQ z0_FkVR(7A#WAV2b_Osr+R#r9`2I(@#)LcLDC4gM|zC=JGE#-BpaTp#w1uR(j4J!E- zK_35Lj4aE=fneU)I6vB_BTrzeZ1#h~DaSBvrmi9bMny6gk_ zALQx59MM;RA}P19nT#yn##A)vu5O4oV}W$bPH54xN>IB+PxA2Tg-OZVL1?_DykAH` zGO>c+0`UX2u$RIMrw0B3Ym#eGtL)PWqJv4+ksMv3hTwZwL@_JVrw}0Y6+o#RJaa)x zXvVmnI}0)QJ{}S}x~#&d`~>FA8V|8=oTb;N*x~Z|6J&DOrGfAG!*tE>R3ku<4PQuN z4QL)_+mEYwyUF+A(S*&_{kAwpw*Iscd6?R=3Iw?-+;*Wc^>MHzW>)Gof2Vl?%b~si z83jVv+hjllZU2tdEJ)4UdR>IMoe#5M<BqOe9kXRoY9BDerQPpQX+ z?t4&6W$L0brFXaKv#*rtVDv0?r1yPKw(}@o;IT_3P}8&6e&uy~)EC58*mJ@@)SoUkp2vXTqNwt5x z*S>4Q!%^=5MUyLql8X19crGk|zKuU2>lZqCb0Q}H^AR}*|K*+n{mF`DF$jP4y@?c= za&8-3>*8B!;pGe_U{z8)ftemw2zsvudyQ6*EIq!Fs+(KW!o*>?uk&Uzkb9*>3PMq~ zkDj0Z{0(ErEDflDRxYn4_|77Vv!NBF6m~g=ck6U~hReN1}6;n?h^9NQpIrY0oS+fs5*ug5{3J)VvD# z?nX}B*k921$;B?2;4k(~{+M(?SML69{};jFru|2;Q$;lN2{&#JQD7&M%{cviM%fU8 zNweM7m#=zTHJarw^aG>8py}FA(>8uR?lKgZgq1fQffl4mj^*P2oWs_HP3Uy-Q49kV zqwYq7YgpUA2gQOf9BNk2<^sW@II|Ht6ho9yk?fEcEOWe4-^ZQiRm%={*PE%wF6XW3 za(iK%eU>P7|GDvyFiZ@BQI)Wv{Gh*Z`Nd^rITxl;;ea^ml5y_YcjYX1jkNJA9>7## zX79bU25~Jc^J;k9la?`<4M5EcT0khBadU0KL%)2YU$1;_7S@)3cev({NH?TpaYU7> zE&SGir^d=~4vD$^z^nd;`0x&ac_3?m{V0WT7k)t*&C_N6kDc58pUzWkkK=su^vp!% zAn8zX;qE`p8?>^>gtSz=gSJ7kcH3SCkhGy+nnp(op9s1G#47u<@ZN~qOHe2Xfj6bU zQV+pBqkMmu7aNrOz9<_q3$lC~u&FPFe6OiHLWX(9>;C9>6d#AfbR@@Fc9vlmEJd1e zTD|ZGg1)ib7Ps3B$hfOLJ4{_o4pn7IVt6Dhq|>dN=oC#FTI#r#+m`KUL|3?UJJMR<|LFx#`nh9Dw< z$AQpKig{^m-n1Lf&XoV;N?*S|+N)D;7q|u)z4%AJ5{#)oqGI;-s6zc1T@xwffIgg@cD zAOKU6Wy#VTM$=^9S1HX!J`Ewbj)4?ES-Y5ax-76f89+l;D${nLbS-AH1h9H4c&WzV z7wP@|a&W&WUdl+FifZ2&0qj~YT$a}KjL08nXYNYCGd~GQ7La?nFz{a(qX<`jg1B=r z!I#2e9FOklm}2qkOc%xeCT2QeL<+-K&r#`5<#FhMOVCIi`ZV8 zwB+)_3yBPBRS5b<vF~%)qT%`pl0`<#!94697(bt2}`e&T=*k#|6DX-I}+1pt4u&yTp)i=Vy37~VkL9%5Zs43@8$pvz0g zfO|YyAYr5R3IvV`RYyLYP=s=fPw7GJqX$@)?W(F0S~t zk^GTH%;0(*%1(Qi7-H0I(X$SiyuaP7dmw15RVF`}R-j27ARC6$l6m8Vw6?tuNdDsSQ(fqQ# z^ozD->bM-E=ydae{b0-TQ)>nEHy2nW=Bxi>*Z03LQiE%W7$(?Xi#EHX(OK1lLS1bA zHv9`J1@;4}-1p2I2%6~dqI5H9gFK0QIu{uW1}|Rx;Sp|DFdH?U7v#rTlKk< z;(@DF7-_ZeB!1Wv-$}#T@uxTeS+-vS1y}>x2)GGetMMFC;fIGuY(__Tn z<{xi0`XImkL`2g$NBVwh61W>nc7Nb^nY6RP7yc6Y*>6JZv9+j8Oi7^&6OBX}A)(V+ z?bna*X|9?y;gM|nUEaAVfKM9a*ogBe82VU?zy0T&0>}#Bg;p>N7Jc$ZGct5A?o*8(EEqKZV<5~$Yg06 z;rQb;M-E}rt*T9~G9_WV=C^cF2Ry+t`&;-@@?PuQCki`t8J0kY9nE&X5o*ss3xzC- z2|nKcCcTa|aMW)ZHed&RG)*49h3*I-PzWFT>zzEqr)|i4?`}6VPCSuBU1~tdJi}-e zA6Zdu0Q4ybV*Y)+<@eXL>bcP0B?#8skCF8?sD)RIe=c&?R-QlzoPDKj-6${xQ3T#{SPO_#OH> zcRO!SMxwXTQ(JlN)x4d4UYBct2`Z7`T{-!v`c9P>N04cAe$vsC`5sS}mA_x$?Z38` z!lC&p${dYcuMYfUJ?hqfhhL{19p}UiZ&R(5-_m!~(Gdx_M77A#K!EQyiBMFp-x3;R z3=gJJ@);op0wEmeQV&{|7G>j(WNDo*YVTCwawq2-)4~^N(h2Vo)05G<&#M zWa84`exVemIWJ?3-6Q}(ArE~qt4`V`OZyn_jR{1hq2~)a zy`Uy`K@Og?+BL|Rb-{vB4M1-ax^p{0D~2>utA=HDAUS)Er*miTXzr?lz^38dLp^ks zy!yt0rb@!u+1w%C7<8nA6g_n3|6aH18BJ+UED--yI<4@3_U;9xm!C{`?lD>!!)#y% z?7}^0Cw7uTI3!R{v8(U}`XiHBSryaL+xpVJ7*fpoNx~J36t=NJi*>Ov>U9>*f_~@5}dx#!BPtakL1^1^1e=C!j#~8gDK}<4FYNOW z^0`8+(QLwij+IuePjS~1$%_ZdDI!)ZUwhvs`xTWAoZDBQSTM2>+Qr=D^_fyvQ+8dN zb!!$&o}arY!FW;U0V3DRU*v<%*YNRPPz&|Xe^h;Gfu={LyX67?CZk0`6z6iv?s(M0 zm+&5n{`x~b#=?a+1Id|8;{7-z7`z<#eLYWFoJzjhPx`7)ZkS#;^QXrFOI*-nYQfp9 z9G1s8S8p2KD3a)6X$Im9c9ETyL-l3{w|}D+frO?M_UlR*vy+EQ#@O|?KaN0zJR~pu zz2QE+NPr%AP_1zeXzprqFv9``x^$%MQwwdEX%I^WWnz_3w0Wf|{{tR#baZGU2`%IH zPS;1JA-{9WUl07f;Wo;F&&sv137cH414OO<+_dRFMm)`Fw?^l8P6Uc?t!Fi`=}0$4 z*z0>Q;$+nY_)*0(SOUT=9a91`8MW+P)57|wK@Oy5;fgq=7*?^NHX$2{wVs6}+(4`7 zIm`6r?-Xu@{-dQg@N~IJBIk)1N|mwWMmEWt%|3qSBg*y_(WK0?@O3B!GG9(;fmmz6 z@*l)ucu&q84nQ<=%>>y<&{nZPX%C0L*%`Vg;-Ud1hQ z63;&|mODE-G#BVIm*F|oxeoa_4e@KXD0s)9)$u!$tH3rt6{zqCnwJC-+FtK?6lN?k zrTekmkfpGfbtQ(IF^^j5yMhUFk_`C*l=+cm=e9DirHnkdtD$#v(g6@0sBs_81nif7 z2fz4rKT8V3c>uha&9+ z$EaG@6#zR@MG1`of8CNple6;~K6RsivLEcjt*UfPqQ_aEI=u5I?1uCH#mv`AWA1lB zEE;ZB?!O>_DTj~0 zpDWojw(c*M3yxfrDL9Yx=RA3mWi3RbKT?Oe(l~4XFS>=3GbADUip?!dIpA}|#$dwv z6(IZVuXe81A$*GZ&|c(EZ(?YGG#4XQm^o;Bk^R?IgJ96&nU2Pft*ko`deZmkFjxFl zOC_({o3sq`sL0jxh=c;=;~krxhzchdaGaeQr-eSbejpq_2+C3{D(T`pDio4X$G&*l zoG97j*0Inw9Y%uXUQ-a!?uV_wq#r4-zdwf6%GMynS8QJbrs_hPFr)1s2r)us-zq^; zRVsnGE9>LC(fj^C^X`Q*gR?Y0YHz!ha{f9uE8s$3ZCZ|MqfP6yg$wT?`I+jt zJ!&^!&T7Z}_@}JvC64=?EFO_7k*T1mO=>3?PVOh5?{E8DNrDl@5clo3o&?}ubhlg; zo!V1cTE3%<#9+o}{XI|e_z4q6KmBcBnA+xHnVH-N0v$%Jwf?7VO)K+(%QY8)sF{zU zt~UD_q-qCN7V|pUxA9WR&&-e7O#2}kabza23j58ReHs#fvYga8^s^q?9&%18s{&~+V zB}b^rF~QK+zYLP~v)dS5W`?bQ29{T1KHDVNxDy)C>Zq^wt@pBnJNxi+?;OGe)>Xd* zi{?uMcZ$be2MUdprpu|jey3MQ98+1?Sdg6-$;{MTPCJ7|{98o2BA$Zjg2Y-sb9q>{~S~?aHGtI5Y4lSkX3)2)dztX`Hz*69s z4GWOViByk6-qnLQoXt^W;J5lg++1dC zo;yMnmTP)F9%1i{o)p|UIGhxWglRWZ-l5C~lzdXI=K-+JTcD=FJ#G+i^$g{rYR)JH zdzt(A*ss-I<{J`c@Sw%xK>aG3xcu8DKWDLh5W`v>nhy2JD!7M6bw2m7(9DZ}2REOD z!WpsZ|8S=2373l_*eB(1J(PvDNFwGW9TR(4sP!8%p%`iU-*b<0Y;(=biD^BI>8OyB zR3rWT;6k)Gf$v-E0w^9s0(>3mxl&?$<@#S6&kDCiF_l#K(#;L#+ZP-U=GzfW)B2uK z8Jl%6{N@H~ixzZ%;xqm_DQ>V&3%>-&)G}PVGDY{K-@0uSr>>mCo6#3fADp>uB)5<0>K?x9iD4gg2*kZaZ;SsyF1RX7V z8iR77lH0rBUdk&==z@=Q3TG)TOV@8Yrm$9qMBzWlQ?D}UoLVqzEUK2;GUbB`Jel!& zc{;;I_`3m&i7c5LS$SX6b6qYwQazELdm2yIl|A#tg2R;74?!Y^Hhkd@T+OBzLchq* zM&?Li3?pxu68DP0H`^UxM&!lwGi%j0`2bfGYhDibR23yC@ZLMXFi)EtT<^hWU;Kjy znw=F?%N5X5jz|hU@15>e78Yu2eXBks*qoDkb+D~L`Es%t@%@(*O-GR9JOsOe7rDSd zapoY?ey=QIZ+t&fa@~tQn3)2^Dq zB11wwKbmu2HTb)ETy~M~`20Vg4Y+gHoGQlJP07a^*GvgyE@`@m1j?r07KsNib7k|L)l z;9UFwr^AWcIlcA831>fJ*KblTvc#BxN7rjS80bdfCam)En{ykp!)pntRnhYx)3rRM z>G%p;H)g0~>pRx5!H1)@pa(wTK7V~Z-z3fN7}zonzu8%&GsUG81!I8DBk+F-M>F^7$Jr@mcYYX z63bhSmdXZj;ro$HJh`1VB9R@vVp24v-pfCs(4A21MS)g=K!shN+F!mPve@ynx(GV|M~5Jx-lB7;H4Ute2-0BzaBC2mQ! z>f`5CupBDRBvXN8co^LE@#s}$cU>$Y<8j`G+aONX)Ft{>I5%)rdTn26wcYr)D=?q0 z?RBO3|MB#l;cWQt*Ob~CHCj7Wt48fwMW`Ars-;#@wP)?ULTyE;y{T2y*4koId)2Pk zdqxn6B>#MW*Y!NF@;X;?-S_95bDwiYg_j>GF(i~gXTdcGlzyEBTC?=wPK1xtxly=hxSMI{3Ie%j6m zq0E-{?^kJl@_6HGFcWoej9C2Amld1t{qmQ@A(#?Vo!0ue;v9#E1~0}1XZs8w`dPI; z#Ch`EJl<@d(I}TKJZ-nmmp*+~zM3 zxcNKyvc{m!jcr5oy8j}jUbM5W%tDeYz@HVOf@va>nCBmrSiP9Aoyxq>nL1PBH4imH zT^usvE=LFuB9Uy}3!&z7beM{7iN?EAGM>ads-6+~vc-{> zL6kd|VvNvI!?vyg(TF(brkmDT5W^@a!Ry-~sfghra_98apbZpCE)4Bo69nwRe49S~ z3A^#Z(}zKKKK(;=h1^Uzx!xnkgLSg=Qg$$dNFpo)2c-UHjrbR1=RCw(Z0Y&^r-Y4##m7*6Vk;N-*RGLG73jTzb(};+gLp)Q3hDr5#sU%;z zd93e0-%2{_Alng`t4C1|ez2L5?PuiKkygxAI}=NCd(11n#~X%S#MdeC-*CK4wNw=F z_8WrmJn+a2iv2lWlcPu`Ekhmg_k|C(559n4NjGrvSN@AB8RL*rBfP2`#yOf|D?olzPm znetp>uy0>2xDt8ygmf6kcdL7Qim!5md4^rci%CO<*KS+oa-yu8i=J(B&YEJB0@uz6 z=_CIp!xYK@(sJLCA;x=|Di)FVMris&m`v4qKa%UBtkAKM5a&#f$yrR}~N{uEXIuooqz-QZ_(?y4VbCvbY+ zwZy3nS2`agC6g9|G^>2JKmz594RvDOcEt|+eUW32h%y;5Ja3T{I8G@5!mP1Re(06% zF7zv&Sa+HGo=DTMZSK)m7t#=wIjmjpE&+$GLAZOmPi>Eq*x6h-@wSMGyAQI4?$^EF zm5!8hGHUex?JYdmD{SGqu7st?zWcgbhIwE35@amC7XX#~u~6xEp>aXT`b(216u>q} z#Wk0LwZ2LkuGPSJxDaWj4ZgrD=64E`f&=E9G8jDhbkn_QZ9U3Q{wmFP`Aj%8VkS{)k3@qQC{0A?C-@%7WKZ4w%;ju`ONe+H2B@2sc~F(ht>80qXzWIR zsUq@3!7>_{MwnEzb{!u~k?*G~MRTBH^QjOtUH4sy1T8GEMR7}6Dr3LyQiRwe) z3;NSU)=yIA!tuDUZSfLZgm{SUiaOt_$^8#8yt#Cd$}0yMTSTjAqB06T_0)IVa{N4# zrHtdDU=UNu_Rz`yXwD(C-pU#ePZtmPl7yu+lv2iXPQsBO0#caeT`fNCZrBrWiRp?U zMptt1v82f7Dh-sYmJ0CR@TT7>?A~ja+MAyVnu_+|6@yFgknSP2Y0~Ab782Zm0Mx}w z-4_d=R5*$+2);ZbtfEl@=#sJJ&Vo5{%Tqu(d~=JU?$UhxLB97fAggQYKl;cl@LiTb zrze$dfV3kkH_S57z05^7-f92(tZy|c6Xeyt z_Qss%>f08XUucy0XS$ClPGj4>@NVaZf=Of;V43uIoi%TyUnE5*Jc18*bs z+gWB2q6*0s&jIN?-G;FD6gP*bV$yl#qTjE`!f;`Xjl)XRIN%ZXSx8` zC0Wp5GFCbu*7c>=o=k1?)FR|2!e?=BR9rr*d|`%C(&4tqjmN&D<)-7S1lHV(F*`L+ z?@2C-LLeRR_NG=a$;IJz#`{)T!zX@kP>Z$WLNVRa{=%Z^g+qbx<8TsH+Y0fx(F7dU zW~)rECRt8}YS(e!En?O;p8L$oPTH5&hEwl@7W-oo1QA6h;p&-db)U2WyBr);alPh$ zt5Ksbm!qVp4xrM2cg=eJO`f$bSSj#m<=!8R?)Yg72|l;})oTc^F_^o*2bA32A_G|b z(sdqsWOP@7)Rg)CkwI;B`O#ZjCs;#zKjh$mskEBs)y596;b{2 zPHg}Z^_v%th=v!cg*SRjY(Pf;kgSrqaS=H@g=Fc z5QX}&U+ni)_m%sRW0Qxmt}j!HyqGTc zd|d~1liNU#WF8hE9wi(C@6J2e$@T#x;Pl$&sGp{0RLbt+xBWC!!7q|#kvxI3%*Ppt zMw8HFc?vG5kYm-S){$Fq?axoc99kx6qhP8(fc5pCMK%Q2rnmGc(Gbucjp>1pkg&T8ys<0DQbg=(;;gP=6m0~w9t6I`kuGfyp( z5xKk)S+u`8MF9MykHC;QeXaaXsm8K+vEutd-!%J%-`%f|R?p9h5)T=kwgZMfC4xfo zNbZpkT@tAHsdPlCSr#X&3FgK6(p#gX9}@BOd{MJ!3~|Z9@|&&AyR9FG2dD3*|6*w; zTdaaxh+KRs3k}ZefAmp8`DX$@o*bId)Bf+yy{Xp>KW`49zIX1x+@D}q$S@W3z(T?5 z{?bpNf0d?=yB{oK3_eOWQ7Jo0(%WJUZdPJ$rQp!}xUmYHDpnZIqYF1l@nKN&WgINc z71ZkB@6~9yQj62J_^gYY@SXQLH^%W8<066wv-GKsSGDRqk4N7ftJh?FWjvbrLxU() z(0o1xDoqBm4S^!ZEokBvMtpU&OmH-me#WaWk6(RO=)cZxA$oM1%D5XE^Fn{i8PY=UNnS9fp~|o_iJ4I0c-%} zGK-5xm7T%rs;ymBt24Wv_|NHmLq}EIGGKfv5r9agE3UOqU)CA#kMJh%E|py4s1wq2AId+8)QF$}5b_NK+S6x~W~K;L1+E&s$N21HO8HB~LQ z^$k+cX;Cp}8huR0s~EJ9SC`Ot+TSEiS12$u)p*`YQ(e>Mwpa0h-#Nmw8bulAq1pI} zOfJjvaOqRHR0ElHoDcP8QZ;N=oG_6pIlqpJo8lvUHEuoS<|~%ZzDM!Js(peAD=_YU zuZ#s-vMdCA=jVZTv#Ck2h~S?@LFH#PqN69mc~f{mMI+sgU;#YAd|fCEY-Uc3{UI;~ zRPm{?WxY{5wTmJwyAOh3Mwj&1MHnthB+h@)swLpjMIk1~cXy#0%uce^WJWDELr`+@urOTPU|+lk9zPe z$~r#Sx4H<08RWE_Q4zoCJ+p;ah~DeiUHJ7Ks89rEIX?_tkLZj`<@7x|DeI8xhVfx& z-gpnD3|#1u-f~@er((Z=_GqnJuw$UX#(UbwVK}oZnuj^(d&0NE$V@p8dENVy!j{}9 zSltPzMWL!asBRta`%!S2`=Nzyw=dB5OexwbNfU>*lM>R=p$3Un$vKp!rE|#Pqokmb z+p_BQCgt`$l&G9*ze~cJGUmwk%ezWS`9x_450eOrB-@LM=WR0sfIs5FTRQ&OiA=@W z>$s2wX<@r}6a{-C!5^r!Tjs%^4!_GC(u3vMWEuvgNItRkX?jQhq)Kg62nUC~_~|qe zxsi)V{uQ(Hgbveo{qZf2T*ALMe3m3V}XP8y14bTk}3x);VG)nP}=#Yv5!Ee=8!c7Y620)jZ9V&LE3~UAlcL(^?1A5FN7=EBot@5 z350RHmJ)~fQ;g={d^}0f;m8NQ$3s@Z z{u6IxNx{-+^BcF*Y1$Yy4!`aHAWC&zMhN&T#8e=IyUxJVEOQ-7!Zk7ZWA=y6emuJc|QEiX>Jb58i`uW)PeLD?VcC(-*Rc9Hk?NggWpk?yUNn8k+M|7QmF4eTX5E@X0D2&t5G^C-3N#xo5 zh4cRZvwSAPw*5u;sOeB?3Fm$vH1C>%j%BzcZh75h5Ip>x9b=K13fZ6D#xJ7dC1C#x z?D9EO53PK}+M5Xxb|VkmQ$F#=ojdL`2Iwf}V5OX~+l=GQ$>sT7(S3$^&p0;xul%Bu zNhEG%4}$aL{Pi^s+9w+sW6qeg{yHXC-%qei;d$69-U}$dy$HcG1#wv>R9c(6?k z8HmEi_IW|Rjg#SXSZL?u`uQo4sv*loNfE8HRVunkUVi={-Glm z+ii3#GMyQAwZ&CT;^*M6Vt?P@-kWEb%}J2C2z9UUsk&}AZ|AHOWuOtV(dY+^NHZq> zw;Vawnd%-!=yl0R91K<1=bFaOR~Rmqad>82L&k`Tdi%J*Q=R%kO-jac3M6UgqX?#V z`QUq}QZ9t=_UE+OS<&+f7?807_yR0YM12L90Gu35Nh4T<#VTj5B8APt(X?+aNmzRZkHb51cj|O0+V5vPj3rII7sRoh{8O`%gyDT!gxRA$%R5^ zUsW;l0X`Ae0)w>o$U5ROHfGyca%im>*B-azpK&((4}`@Rl2&oW9CGyAH!sPkQeqigNGPP!etfpE zZ=43EMRiY(?6T2rj3w(3ZmvOIoL3G!tzBn|Qj%i%c1-@$xTE++*XB&v_ClCS&7Ym) znT5TaiUrTZ-XT(}f@xDpLG$LTs#M8Bf(3-r7>4q{SZTM>eSS(9tA4SzvvNMfpND=Y}ObqnH#cbKw~HJ?s)e0{c-yZJOLl;f z8h+xhX*LG?6Y6n|{NTIb&od$%uJS`3x2k)j_c>mD_yfEQ$d@-gPaGstu!$U_ue16N zcR|4+@+}p_l_!Fb#Rkc(7;>hBaU{s2+#;1zY+UJK2UID9DS_LZ?B3=+R( zkoyO}CP-`fF-m*!^PoW0U5Sld8TMr=t92KnKjz(^v&{9%a1n-Gg5c zHTU(mCax_m@smHfA69{-#MuhXG%Fs5EJUl5h_c1RfK>#S9ym$kWAKDxZ1 zYvI>Tm~csJeKefs8#VqI1xYG>p_d=@t@kN=)63`a=c=x3H;yvcceG9eX|_xUa@Z-J zsfSz>=49_R^*bv+zaO`a8~&~E%5iw+M(Z>CPzG@k?6Bh-~>gd zOBg##>MZu`_*P2@^|dZaoxOc780dyF=Q=w9}jPU&k`Nm6N7eUOs@%O|4DKQ zj8#O@_ukClGw08pCCjV;lo;h~^dn(5a%2Okf(prlL8@OPD!T*yAHXZm~HR%Do4%YL%YM1^5p!L7T9v}{`Ktlx!*}ybv8lv zx*$w|3H$hc%S?(<*)OOOJ)?vC*QtihtV6W$FNNh!3P`*;aYF1W$qf83ggAX+OpHdO zJ8>yi(>5)W?v6Ry<)LR4Y0gYXfAs9p8|{ry68m>}OKcD5`v5Xn1dRTBK0kV5WWQL7be2^L)_VDDgY>g0ZkRx@gPFZSot2x4z3?KCH?v#B zA*^(DF)S^HyiAv!m-i{mPRH)5Vy-H|sLwZ0Ve;z8j2{efiRy z50%P-jWCytiteUsjy2PwuykFUm#Gg`nCX2^VKjcJ!J3iQ>G3hE%#HIBygpmvx$*q| za%(IoImtrqpkD2XeBy3gC{t0rllPiT7OHW=nA z6(M(gDzju({H0$1)}4>k>H&c}#mc~kb;I*uz;2We$D`OU7Xmh7Ci}X8Hhm2LkT^bb{@J$$n@`JoZ zzkP{_jSdPc>BY(Zov^wXNTL<0Z50F~fp@n3+WfTvt=l(F#fs2GDxu4B^6L{WX@)pJ z#B&-5_m=#DGfst8>61srYffu(Ld(Vv?8s~7-X4dF7Hcix|CNQA!4u2_pO2g7j^o2X zVd{O2D}s>0&Z_%08IS}UMEd{4$=e9rkh(rqO~1 za1s|&@aE=Ji{_Wnqc1wkIg`%{c+=RvCQ?^i^Svi|ZonDk^u}--JkNG9bDVFOWh0zZ zqD4Y#4N1SRea_&BU<)1>k0(q_FO6O487 zY6(|W4R&bCyj9lEWb6$~d#mc~L6-uOOkMst2CS0OAFn=dd58O51l7gpB82HuYCx6b zuOr;g`XUgj@#!4zw6+1QBck_j%2q4k21{o6BAg`{^N4va=-v(2O=YUlLp|(&y9TIJ z3HND0Ojty$EOK=y-CR9Uy{JWH^iZk?;=$TKL`9xlQgjYiaj(Lk#OK z8Jt2wCs`;iDd0&$x*2aCWRRE#r;I&wO>iTC0p_=CUtuc35&6szoD7ia%cYcz?-xjbt;e@yZ;kqmL6JKz>6~ofd zPQOQkVn;5d`|sKt^5Z>!^dm-tcvnM3aM>RM%$waHO_IGZvw544*S>#yUM`9TYF`k~ zUrlr_`?6Ou6}-O_D|9CCn?J2ya?u2A=5lb7ot|*Y_FL(hUCJZVzYJped+l$=|`rtbtx7R4fG7sCt~3KS~e%(FOl|>9kfT;Rw1(}tnk6_ z6jkULBT^m1YR}$ zRDchwW3>5Nl%Rwvdktm-mA;68x7c=4&9nIaj2R@NkO^J2D+2#=FMeQbDA#aHM1XCx z;Ub;x^_BKuVILn7CvA-`c8#YjHko(hoUn?JM9s?nMYC#c+4sE1%)}UQUddl>Hf{;1 zb)TZYfL`TsS`nL61{kXG;MXMpgeh}>c-xilj52)$ohM?h*|u!S0sW?Ru+m5mWm^`{ z`S|uH&hp+n-NA{G5E^r8(FIG_NK!})7!7?F6C`wd&m2A^t4$9Kv{3XENSUb=vl8$$ zX2AKgz%5H429Ig#Rc}Hm2NrmDu^e){r^tyBe#~DvsUF;$Lofx79>*&H4x+=8 znS_|mAoO?9MkIIS#a`ySs99-oo%6=G{$QGdAiHh{Ci#TBLyBh=R3eKa8oI-|k(Ol^ z8M-9U!4T`$4KKts`ON^A4}m-K4nyMfbZ|{(nLs`%58H}$sG+1$?_>!)#r>SaKCEH5 z$vCo0>1nR;@HCl8^_hCx#P+n#HfUfij!-zcMC|WyVTM@^NIYk}J=jQ_LqqEWfzbg} zRpZou^%=;kCM%o7jEzkh=l(RJ(||}|e+My}ZsZTlmhY#vN8T5$IbJWTuYM#!9vRTh z`@3=`d+>{xMZabH`1B%AG;P^2AbtUC0!_a(p{XcoYU5ct|aAmI%5)sQ{SYt#-FIyGD};W9GtDKces+kz(kFj;182 z4$fEc7-Rgoeiy*VXj-D1Jz}^2TmG8wA^hmyB!|fS4~n6J%X-<0h8ok?>7SdoJJuNA zPr3k_hhI{-9}`ASzu$)52Z{W^@tYnEE4U-wYq>Y^FZsRLlJkee-&f;P84FWrdXEY6 zRA0QUOn=fCD;kXPficlZ4vC6psr~Itq)euAH7j5FPys7bnzQy>5;xb|Y@p+BjJa7B z2og0VIh&IB?qBwxYeG$Vo;iYS>d_B_)kk`MJoF?vW3Qe&gQZ@BE3eEDFh*36_;0MO z0CCqUu24&PF7?bOjK9-n%R-ow*mNK zc{pjisiVy+pf@i<^IUaBJqE76K73uw z?Z8PMn?guS%q_@8aA)sshfmS`4F)Uq82a;|;-un)M4iBF&LA`CzSIeOQj!!WXH;&W zFJjVXJOLBvy7%k$i+(A-7V(n;LIWKcVG{Lb3PyJppG)LviiSDiJmgUw|9sE}U}>~^ ztp$CXRz0!=z+CeWi@wBsbNm6HuK`OfV_Pw~Nhg;u>~1*@QZsfjHM5NZ#y`d!E3QK$3JFaWb_H7U@M4HvBizT#{pJ+mDI)yR9qDn1g|HtIFf zA&G6qYqC<$dyUvkZ6X`QA71)hI`o7z%-e^J&Lx|Ugu4m+%X(s(u`AFGu`LyoN-&cZ zV+~3;*K>ThA?uL>QFK$zf`DQt4_R;6u8&RVbYP0Yj`x89<0VCr=EA_i0GB&cqpWBx z(4B3acUNvY5y6SBV#=z{=hkg0F8gix?q^yZA9Bp7Jcn>-lo?ohGk=1P;LX|!#m1?$ zz7kH-xfqB$A`+zT9?VDXtsPF}R-8jr6MZsYbOiyNfVNhDbr?HExyTf6U)Nwbb)q7R zCeQ^hZ?^xKm7vv#C+c>N>GCc4QXi)VGH=h{xy_ZQ}-aR>e-#$)E_U4=n>J0q1XNGyx{ znWtbm!O5o#Y}aNp7r^=&)6=gW-H+t-*HVIgbnGR=HP@gf zP(6zrWv>8CR@6xB2XflrVoC<2Kn8)LS+pB$#6saT{4zz_6X`={H*n>)C*+U6*kV!H zl)+A?hrvz|Zq>$78HF9cEqmLF-)=mf5fg;6O>`MSxAS{os;#MfRZy=iso-gXPG zSvwEJl5A;@+DMb?P37M(XWkx_0Xe%4G_BFUI46Dw=ZWnvPXNcLmbM3>O>~U6eJ~x^ zrQ+$OZT7$K0+(++$L}}GX?BUgW2A3Lp6o+w=YN~<7C<__@2Y}=IM2}R3lGp}f(vq3 zG)I^0A#S9pL_fon4%pHj9D3aXdoI!b2IOe2d*~XO**(0iW_bzCVmqP=x^p(J7}W{* zK<)IL@Q(GtGzk4lAiPztdn@{?0 zYIK)nRtMA`1?PkmhP8s6fcp&vC=au-mGNnYV+Mp|m{7P^v?Q63;d$NM14m`&fRM~7 zNNwL8alhOM%gvF6ZsKfGm*&8TC5Um%fc{P)>Eo>$8!>$~nnV({cXJ}1krhS^YhG)g zH}w`iyodd=0`x>l`L~@evHDdx=AtqdUy)3+M5_5l+}`eg{km0?8Q3m6kjA2HvogGk zNS#+ues!~r9>hYfNAJ{_{RpuD%Pw6)V@mG-KIeDD=cMK=s+?{AQpL=;)brgi*lZU7 z=L;-tQvDvh0uzas_()&KxgRrnyI(j^`;6;=E-{owGw$MSxL&AXO|Wgeqm6>>11jL% zkEnvx_qgx%1x_E@quXbMEqcz1ENnCxk))ne@h+9M@3Ej#Hz)W$@0&rDlxX_a_bv>{5gZTQ@S_L`;yJ&0=@TasFpMyR|sA-<)((^?OF`UkV14%@QMjbbAbHu@671fIbHHAj}fGkLA->{fp`Fw5AYnWpi}BX9#|;&M+d zpAK!yCwNCK*hym8ekF33d~@CrS0f*kM(P*k+Zz)Ck==nEPK^DAI)iPC128b{0NIGs z)|dV67>I1z@!_Ibd(Y+h;6LE{anFN7%doq&49nA4#v)ed>XykOSd{!+5FJGl#GT>~X$9K74U3%(!+F;Miq0Ndnl! z{}5neeC?C@wxF;;?I^?ZZu+5R=+?W^yZ{1O3~McxDQZ`I=1?=Ho={9esLmb&nUlbV=9r#`ZFPp77p>;CMusGCzm@M0Vk$pV|0PH z`$jej9Y{UfgxqcaO=?_RaBTx+KHuA#KZY;OqzhZ)ivrhDILSPkzh&B7CJD`XUKSa) z_XxE<{?Kfo4C7|LI)4p?H>d5b2HcXZMw59)94=@aTY^`jf#ah>pGyK2747ISGYU2# zux)|mmA5Q%7pm<`Kxsuj&=eivBO)C&`$`5zz7Dc=>PB#a!S&R@YH#HrKxD>mLY`75 znJYVkvDw{!Z$G(r9(OFzd)WESscRAR^*u=#m}ney<8wle0j+fpI3hFuKAqDFk8r>~ zc62q~b1^mb5yQIeOD;vs*9>X$iS+zM4jvlD118RP(lja}REJ$marn-c(_;nfRIBsS zi@S4EAq}v^a6ZbyMCJxZy^(^S4x`9y;(9WU?+uI^MwnA+jBLH`dXf1XO|i=bu-)c=ajE%1yxmH zU$N0ePp!noudcDtH5(VNK{b=79CrK|nmcRK#|Oe>jY4NOFP}!ZaX6Mw*hmvmv}48z zc|eG(U+9zLZSW&qz~C|1ccxo$UJW?6 zMgvjtt2p)Et83Kt8(x}@+J`MzS&f93LN9TW1rX}~m z#gv%9qcqZ4VK>b4p5^M!S5GN?bTP1N`*~H|nk$;rhkCFeNC9=9M*0)_^3?jyrkWp( zhp0xCVXG`gI2Fu?S;dVQ&+>qImTq37@@Mi7p{SL)g$+@ICS3M8^x55<djpShmdNHw)a|pCj<{8&lrsN?ocykzZWMhi8vv9gM59 z72f_Z|dH_Bla3VAI+&^bDHQoW40ajO<$kkK04nM-}~0N%z4J?Y}>k{=TMlo02K;%T|$^u%yo}otyyGzviCuJ zM?j3&=2E?jn6BY-%}Z@>hw`uGw|S{6tfBjeHVhyzBs7O6ExtqC-&|x(hpBVp)&>cC z4YwsHzg_Pl{aPdPAm%ZHMt#Ax;}Fc2_yc#a>hlk8@cUa0GrNb~)qL;u0cWrb0%Ga| zW3Z+ySLQa8CI19xu+?hNCTPi(4~cu^^K;>wq#oH@!wwS|&b#T^ri*QEvwE0|J#OCj z%mSTUUDFzH(Vl}bSjIZ*V~IZ7lw8$FDFoI^T(})K=HPtL=!)R^1SzY|lVcsyrOG8G zk(aCOKS|EU5MbIFeQN-!+y;!M-k(1rVR!vS%CiK1iaCwH0(Ib$vGGGNjP_@(%ls0` zGrCI?_TnRwmw_Qsz~9fl2P{rwT}rUKZz&6yC;wzWbE(7N?X3;7xU?mZqg_$UuPdC! zGLEC#41;RU!Ik5-t8tabU=#~b12b``ewy7D?=pbx!0p4h43}{IEj-6Ke{5Mzbt&$6 z6M~5|PHV$1R;bD0;bXyLpxtxl`g0@+1etdWW>u5nlyrOSoo-mOc%Mf8uG9?4ci~?} z;+cQ${k%FpluA}9^^)76c#|2D!`YU-`%f}6^lA|ub$v!r^NCv^l_@*57^%8~B&Hjy~A-Aht8)FB-8`I9TrzQnOtX6+dg(P^uB* z%py}`fc+#aN5+5=&tawsWh$^%|phX#5!n|B|~_wZ|geJaWZafmY5?W{W|yXGWi z#AWEVJCs$J0nQGByE@0J(#ikTfaf|gv1&O9AT-j)9>;5j?FbqK@h5!h2oBq@pz|gL zr$I=VT}uTW-P(#(*Cxqo54K;=`Ci+}-|3>?0|9TceeN~MkA}&)!B2|{<~zL{kW0{; zRoCb!;@{_*n$vbuc?-og+beRymB2nI=t?R`+(#WV`u3;lqp1qp_+pud_m@8lwp_T) z@qhv1Ues}4wf5xJEdG$ZTEr6L_%TDCJGhii7uto+6JIOsaK6|>IwZc0{VK*R;1L2k zn*HD}kg(**BPgf1)u|RsxneC{Y0BR$IG3#{?vG}_5EPNthTGSm_;=2MyrX=ssd)8g z^Ee&=Tr<*fFT+F#F>Zf-WdQ-t1zTz>N#q?tjtw4OeYV)A27Oq%vt6A@%{1|q9Zl9_ z&rm!n#jSAexQ3a;Z}<_!Jg@Pi+adcHyhdOLrCVFuGuDY{~gK81>r-mg+~kk zH1|Q}$Sr|5kK5(LSZJkGYyo)?%IEg9Zek6LbmMx@Bx?{tQN+k~1QXEC%^4%(X{rs# zO?$npi@P^}@~{RY*9e^mgYgD`C55)+z5ebxVDzQr_D5Q)Z$a8d;;z1T1LBx-8cVtT zvgXViM{Zc2#F%bHZeyT*i*_{(RShkEmmkKKJdByYsh1)W}}JF-b`RR&ub{|KT>Y7Mv@rrowJ-AC0IdNz)7-OEmIZaRxe z#LHvzADQoPiLE-_%(MazTrwbAH@oQt0Hu;o_IKB^4Ym*O(3EnC zPd7Q^TCZ##bT_?ZeR1`VMb6wb{&rX|wL2^!N9Iw`Wx)!2P-;7pD&p*8>yrvyj1Ox4 zgNn~p`W|!{57$V47Xhs0XB4WfS`R^2WMTDwL8yONd?q(y;@k=$c-6e7c9B@s@Q`~e z{GZl;Gk+xA-FYYG#*^UZANo`3yvC0j!OKb518<6e*}=#2)wmOIHhEyGn>6v51-fPn zT=!7?=$8s^0ajHDtvTC%9IaJ)1*!p6_uy^~BaSCC1H@bQcx#)EwO0< z0#FSa%ofaipH(8`S$WU}VM00zrh_}Zf|#Xu>kI~qV5-HF{~^r1*-MG4ra#ZtmSSD( z(T8vsd(4~rjUd$t1a8_$0~b()(LTi$gE`^XSYCe}>w}c!;D3upUQxl12-SzD^M7Mo zZ#(AS&;P~6T9;r4OSId^k1%IFfIci<>cc0hykmy@poKfI>73s)4iWf453W{5CeP;{ z6s%mh@zgwQD!}c}<4UmjtWp!O^BjK8xAc9JB75sFR2NtoFy(;JM*baw4FW&96fa-G zYQU(Y_yn-i^WDrs8yqm0v8g#1u}rDP`23S&*h{W~`3=W^Hh0EHEvntWQZLf4FqARS zhX01qK>-aqv*YsREJ)_Nvw4|bab{Qd4)OE)JMfdz(p>?Eb#@kj^^-mR^{KH_c%2hIA^dHApd^@gZZ(* zN@M-o9QgqO*hB#@3L^wXR;I|;PYlQ$Mvjep?#P%+9sR#7fb~Ir8)@f)BMP5^ib2_) zT+3SzxbPZfK+8@&=xGWmS&q{Z)NNr~I?40$dXJB|*HcG{5xWqxViv2!vza514g|0c zg0`$Zw490SU^0IPVAC$qMBi`mKhpku{+e=i3C0YHh2{=|O6FS?4!DN5XulfuGWBEE zL16QobthLDk;Z_073)Pd;G3JMeaQ=w&AjW+W8XyW!A~>%(+n_XyIRDj7t?TJo)S#i zagB^U+mnmsMHn>@oPk%pf4MC4fL0RIP7(17q5f8I5}tvn0F^7P4Na8g7K9bb-Wu0$R?3M}=O7 zX;zir;pa8yrp@yodWVr{p5-%KjvC>5S^&J9WTwIJVN_SG_O6#XE!2xk!qXgieOhFL z!s2WplQkB+>4mpuxI#kP`DpJ*aSe9Oz4XpwU>B&+1$3&$G*iQ8OsCn2e*==Ny2_nR z_SB|I4Tya;$eOlWHoD!7hCe+3r<#RiB?Trj{h@3bPdWKuzIAd{lQ~vmbt#yAu0fXr zX|M}xR>-S{N{cHTH7h)Gw|zxjV^&v*D%kDyWm$(E=0c2*z@`V4g+j8-(oFBqn(knz z*A{W1V|xwN|7gjaieU1boB0C}NBa4u)W#<2-^i@#2{qTY+(z^}1?D}k9^U~ycvzU6 z4@(R1A1)Zt216@WRkCVLNGUBE+f1fCvEVv)ARTg5USc^MAR z-9J>XS-q9&sELq_)OXSU#ZNX2U37ky+&`OxHNkn{vYVg>Osff)2_9!bs%YC7cAL=l zZbdj>diyzb+`-1m1RCUd=6!@S)v*k?N1HMGzFRqg(xn-BwZ(4WlSIog8%Z*1WQoQsj~yY!#3rBzIiHZgiS`3pUJ-dWQ-5TZE9?Ew;gJ+~x=;bglhs<#1lKmE2f7 zyG&ALFEJ`t&Fl|nbE`Aqh7itBwWo0t*Es-}rd%ozZxx4SuX$-|U&2Bf)S6@w1fJbq z7-OGy98I5!#!bI#`9JRh+A@6)0W@Xl_DGt}*Zx-sbVgSzokK8=?sIwks@Q{l@b{)Y zna@UR)Bb5Fdkw-><;io_(0ber@Z$(A|6jA&-m;Jx(OKqkPudMa6(=En>>-C+R&LO0`Q--02lp1P= zne+1f;r$EdI&QTZ&Uw3@0iqK$E-ynUxf@HC(vF5FL&px*B@3{u)tx|Oe+m+?v?guyKD@`pZfPyN z(FNC@Y;mDNB%xRZE@WcPT*TLxdsyc-^!Cz;cGwTaZ_3)u3c1LE9M^nql^^r9v#HtA zgA!t+h}CF`Bf07mtK0b=8~Mg*2VoSLz-G`Z5p!wQ>{X6&HVH%*8X3(l?#Z9%kILg| zV=r+h;w1*?CfL-;t2^!t@H6Na6DKYyujj4*_S-7HNuJQ{GH{B>O;nG#Td5`?AmlIO zeBQp&o3xV8Gx!sdn-H8G1JT^Edvh@_ooP?8PA< zYIc_oS!FmbrzQv{8Pd}Wrkibyd4ywiktV*BI_q*(FJ&_rL%sWGMGQM`M{ufKyc3!y zVE>L5VlXI?oiDzty*1h0>`PIiRzUbPk+ivy4bdGISTiwDin~)Z*2K7WqJt`{96%Z) zrkUD_Vr9MrX|*iU)8Gvqa%?j26*T$o!ghE_Bo?6xzib)(v|8tUYuXMx(#s$tZ?-`D zhh)E3jPK@O1H*H}LT5aGxvIG|rmp20EnRNlo!IZqk$2PTl#-EcvQzgip5W95#Dd&a z11nxL?<~^KpKr4fv=v%3`5`|uUS?sHoM&~V4f6>A%Y(i+E9;4UNZI(yGcHqGc{`PX zf-&FX{ZTWRed*flcDfKb=Zj9&!kyA+%pu~;oLvXpg=`=8@S@m2h7bPy;tQA?mtduj zC>Zdk7=8;`D4hig;*jMg&e2kwW7=2T$XKavr>rjJSpQAFYl5>>(4fIkl{nXm93UQF zOF3+Pg4lutZeO0BZa%9U{Y)-LJ4424S;RImVLKtb-AEENP{bm^31@sae_){K zUZ>~-8rz?|WMXm?6p=Nu_y=iXF(h5>z`)7O<26u{@0=}xBvx9Zl~7v7)*JqNPVaK> zpuCrrm0RVsnxyMG0Izd=!T_6(^gyf+xScn(V2^ggQDzGrus@`YOlD$dofmFsdreiF zPycDR8zUBh=EIv}f&h+R-}U*~xA@3k6!+wEa%J~4LzhTIG_8K5J#Yhpa!9{(aTdkW zaQNrL(`QDKpyn)POpu|TMYjse~2bqVU^nkSA9 zHRVvjdvs!jI;eDhbGff!z0yC})pNU_A~6$&>F8B;5Hb$XQI%aDmP z9tnEMWiOYp2Kmp+b;ZHJ zq>q9<>ZeMjG!V<}A`laH@hOfQ#UN$gl$IQqQ+Z3SqeXry60OQ|xvL~6Qcb9t`xTspg)QyU5zC1u;| z7UipJjyelbG`CQp%Gc*}I||Hx^+SA)CSs{17?Hoct+@&3Isr=1o$F9pr?Bdo1jSza zLT3-3^q0i@M^USv?GUn+9NN)#!gJsXz`_WOm2UhmkS7jF@0_JBpzf>y?1`Ia?Lom1 z$%XCfCmOMVnF*p0zu18KXXtoi&zp zm|QUWPTd_|cp8Tm#ymf}Py4)8KjG2oEEt%)r(tcWF9J3j`SJAykAin~O};9UF1idn z^FthbbEw^EdY8Y}TU^mvgS)u)c(9qmP;}@M={868XB~ORv=D7;%S5+tQPqiVs1;DA zf~L($TB7(Oum(7M!j91F9#=Oed3y7qv;Q(J56CxM%@4ksJz3VfEjt@UM9|#UjKhn6 zEsq%#r|Q+uR8<{Wqzaq>o7K*T5Xq$Ubyw z5)MLA5ETa%JlJ8$>5;3;^BK+^yXPnOWIwD5orD-JOd}($kD4;GOa7dwg(z&lMo}P$ zL8FywwVmonG%WD7-KGFssKJ!y3-RUfXNmM0eO?wsvQFAM0aAbTP*JbLDIfsR+jdLC z21OQcUXr)__E%I^WoCs-#37El|1tL(YD`(eGyeP`rLle0hQZ^Mc!mnIH5D@%#paU} z!cN1SX&c|KinaoVV%W6OgFmCrBrx=OBz!8VI3j7XF1$=xZ5gXwgu%CMCgM%s8QVoN zM}DPbxE+6td@kiw=|sWThIz&xJw4(i6_|`|Z>+QhLNY%+lSK1z#v-@tcM5X~E0@t+ z@IrPnGC^mEccS$zMK;%V$Jsn%nNYIt@W!p73WUX8u-#(dex4=Tah-&Y_uJL}zkG$CqyGy7gK_BOdUZW{}AKyYvSos<8HI~2w0id@tncCpPmz_{Wj>5AF&1xlBu z-piD^o6{{OIOTf4||zPICJmrTv<5r-2RgRMYr#6pnoY8_+R;B7^~_$t_a+G9Jxu_#-lJppUI zDBnyPe>W2-kx}^?VoVl;Y@5*XW3=pO2L7%Rp*znoKtlld_Dy8{m5p$}JmmElb90;yNXbQFFNk0y%M zF)8g3f|@7$eXO|;#dM>x{qz6MtncB3HQa?}KDd)o8pG=bf4(`p=`6He*5^%P!ChTX zPYZFM2>gt!Zo~55l8XoUdY?CwlMdcm$)0d-f0^b6zquK!os%>n7H~67$Is8FI{dNc zEVcayx48)Ta%lOQI7BRc&6myo@w*~ct{m(O#ULEc8{C*O3 zbGiewu)5IIv%^zzrpC-9ymku128?L0r4%hUV|y-!y1x~)&H>-|gMy#Ar#y9e{M_O_ z!wTdeEJKr*^WASo?Ks{ZYK4P=@FP)Y434T4p*KH9ma-}jv{mJuvE&rqP&g-ivt>^z zBK><&G9?$3pF^pNttpk*t}5Ul$?STd+$6`TJ(yQS=#!W8apfE3R7EBAgg$1|x)Bv$ z^(hxlfGL42J>QQ|_l{I65XgPqg`eInTD@Vgc7vBg4Cl6m1~we57B?+-KC@j@DIs}@I& z3wvxP_W@ku8o}RHXGTMRSwN(q9ge{|*U~*=it&D2c09^xSq2AGwxmuOlkL8~mgT9;#NvRaLeGgsnKZ2S* zJTZQ7h^CuJn{#-R?sAZxPsMR#B%6;F{wt{u^&t4c5c#=zo@Uqvf~n5E#+|jM^{mi| zD9=ct|JWV@dm8m;410lQa+n&<5;O={S{!!bj%tMYkb5NWmk6?6is1E5{ceR_Wq?$X=K2G`>FB z^`mIJywu37sriy-i{>sC7iv#K&+#&2L3@4-%=Px{73N__?#a{8fr-y+NLUZiXA9^%k_o2Qvf^EWPiEx z&cacjM6os@o8c0S+k77QYackk#*1h*VZWj_?Y%?ge8%mNZhGPv(+FrDx3uFn-O5a= z+J1fJ_q_9;Mp+tUImRkyU+$`8fw~G|!|JCQ=TDibONPE$xyMeC_g6tS22^iHvHge< z6nV3K3RLfKTgMzA6BYLa45RN#VaV#P9q{4-`Bg&}HZcGxX9gKPxjz7Sh@2nC)1YNZ$b;!1rE@h0kNC#uQV(%?qBmhlL5Zdga& zhHVT%d(kcNMP`qaL+n}%m`{h!LHj_Kfj<0^Nr^qExH=bs%KqQ`Fpkdl0Ysr#mv^VG zpHl~KFLjN_2AQ0fZ_59bP2Df`4f_1^kb{h~+q1_KF{J4RTfs>_`x$nF$(dQF%+pFV zn9EW;Z4|QJ!}j&}yr)%~V?HD)Fw%d|z*n?qlWuy-A+OP`z}@#bKH0wh{5v0~1!#Bv zCR7X_DmaxvX{24z>m`AC)4pPRzBnG;R$6zoT2+@(%OwVV7+ea^d~bLjDdNnt;qbzR z9j;fLfqwNK^mvEqc3iAh)}<)C>1~E3+cBIm)o`>}Qh<6DTrcojasXzKTxN-HGjRf` z!E3WYMMtT49jpE{xJnCqaKJDm<0+;ij>d~Ms~ISXm)aF;smrdR0ABf|1@WRHDCvDx zKDA9%cZ{5P3bd=3JZJ@e>YnyPdgaSkQAxdeJe%)3UMZ{uc@}fW^!utZ(y$jUGN!!^ z6m?kn&!&%@VBamV$l`@;028HfKfnUTs@s}#?w1*-8NVWhu$!rYuHtn@v0u*lFRN#i z{Z}gQMEEkquB)JrZnb8qBguS&os-K)?x!! zb{?i*%11EY9|1JMQRKgK0%hXIO@ZPSUzr ze?~S@JyLIQc2{h3e>BgWk^e)G3t~f)EUO?N`176=Yw-@Z^9?5FUuQmBqimZ~-06=D zld*4}5+l{URC8p|`FH&87(?+Pt45p_gZqqL$KR@c@%#qs-fDz9h1Xtq7>!{SrlQ}# zyBP?rX%X-b!+8jq=gZK=Om`2yFjI`>b0kG*S}HHA;w=>M6z&Lx|1B79o{ZM&dJHBraNCfHx%X1C&L8o7XF0fvKm^3hi@ymS;ll@pvJkzzJd?R`E zpz`kr$<>!?SY9>O{#GUe% zzTbStRw=n+{v^?^lrVOLQ)s$*G@N~=l?i+&Y2p>nQFOMD=*z*ZqqhZ2%;$B_J)Z`= zU2acbd@Nwpxvqo)$6RorjP>I70a1t+r-7`~pFk?i#KhyLB>S3qM{3zyyeOu~82<;U z4H**x!vk1HvDs?v{U*2Ku_CKeWGBa;k0w|DZy}>$%{y#Bq z(m1DSBr?LeHH?Q@m{=mD{(2?;8X>2-O~$H3HAXD4HQw*W#AE%`9Rq5jgbcsG^M+M+~-;bkIS1>7IC&7N{^@w#9? zTCJ1`-J7sVNxxG6Cfq!sh1Gb#X!Q9|CqIYlvh4i7D49EU+U~O2px zob<_~)K=P)qiN#Z-65&serD!KOXAXHe(yT1Cjw>~pSyl^h@9Nu(Yu(I0#1csyWhhn zH!Q!uT9*-Q@TM<|X{YaxP+6$aVItXjY(_|aSPYY%<7$WXte#nCn0Fbb1+g?&y`PsF zu>AIeo5oW8ys%adO%w3pqZk9?nu$ZlvJBi5i8ZHjUrR4O$Z7&H50!3EP|jY#nB9*RhbKqQiBDCK9>zOOodAy~3 zLl~~`U^uNR_p4RD^EVisj+&oRw?3Mu?McgVjFAGh!Y)GUr*N zTPQa*H(!wW8hLk6yp_=elrg>T;TwUq5|c*KVER#u>d}ED8~o~AD@^m&cOR)o?St^P zChC*-yiDZLf~c$HGj%)eL=dh3s{6U5(K@!5lBtn9FgniiFZOr|Q#}n$xr4L4ZNt)6 zG8l+Zc%hU%c*D}BPXdCE8D2LsH@8Z&b)}J z4eEXH{Ll9x=3K-SDRV9Db=CFYPu;iEaQ6k5z%c#{LZQ{q(v(=7Z>x8{KpI<@z_dDv5LV7ltPs63)z*HAddOTiU=RgzZB(vqBRyT z(u^zlm>`1hcDm!h&GwTT>eO>gg_W7*)~hxnt{R{9zp~wC%nClIDaD3%h1@;ltDst? z&{y!um-4|k5VKYm734Op93!G@IG2MaP}Kz>ErVJNx}=*1qA0%@UbooR!I% z`XBI2YOLw>ox85YOCpRE*ad8z71i$S!J*QV0(hWy1&4M4;Uo}|Tt)~%14U_X)hzcO zZNTWbn{J*#EB>7Wx1&$`rm!RS%(2nmf&JhLig9NDkHg1-MkD{D>5yh%bh8Y&J!-A76j zYO^tkpvy{5H{p*c9W87(e;)4ZeYIP2R!wQ^@~=J|X&lWhwl9TC+I?km@Afk-2=BU^ zB%LF`I)Ox@^IC`289(njJ!{u?xS6$eG!(!l$;o$nPuJgakv8&9xQ#~!FGu6pCb`$3r3eHCrqkPJ}*TEhKQNKhcO0tA8t=M+m{x7@O zd%f!dYrPIEG!EDg-=X-R*oi@=rcgnzJN`H+KCE*6mWIW>?0R~n_@(DQ^$sk z^QL}r)~B<(3CDUI3XGX@T{|U$ai&` zQq53)x~^M{dSk*{nLfLQ8$b(KG9SidCzu0TjfS|x9P@1%t5{M&R%o#!YRrjRxAJmA znCC<4r8M+M8bdSg`E_EUek4hX_Dz;GdQ@Ds z5kkU?*xdvA-q(`?^P#@DOY8!ua~`}3qTSZvoGwLX#rmM*0Nu%F9}VsMa!F$UMSEaE zyGX)+9fk{{W<2d>&BA6a*s2j)>oHy0s2PEtCk)2epOkvW2106-DV>dZhJBWQ({eCJVi?v1OP<5R7 z+skUtvd()mmv%M0V}+Gp;%+G-T(j7y?_MAqRI{o{9msoSeq_ZEtEBPf?{+$$=9{|0 zvDpRb*@SN<>Mx&E66$&U&i@b3BJ0+zM!2{-eD}T$%x1K0EIy##J$7CPw7{Y#koiw^ z^6Y==14W=%8UBmI>QM4Pq434T+nf9WsxMJn#6P!$whXqa>0)pWU(Smh%y{k&jQ<`U zVbS`7J`2xu`*$S!$n`RTXXAmpQL0EOxTpA|_UCBZjL+J5l5Sr`xkHKyPbS~xPcKYp z{(0}8hDiAo174i6NbX?udfQY+>sY9Ui#w+pm&v8z_V_hEDW*L(@K)txx-ov7_D_+k z;;OewFVjAz*C%oA9TDR1>d7!#^GElcb=7BjaEFEyo<96eGD^fSm%K3WYXAMiur2vO z)7M*XxScA;EZ|eAWAC$-a(Gqnd+xA!omH1uPCD&?FBPIQ%)^t$`(lS5XRWt`pZUz@ zJAcw5=m~B!M-%hSaW{~%T}5M_UB0Kcw^95yMLR>fJz!uJ)#cxRqo{>er)}{UvPzq0 z-B)B>OQ(h)%nuZM7pPy*2XJzCVGWF#sIw)*_z*LKFcG-yV^;;gVZ)HX?YM_sxRQO1LqMOpx$0}DTyFCXepT1nyHPMu6$kyi+y+VzU_0USm% z*GKp3+*+1{Q-w(G?2&SnOs8_Phoy-yi-d>k-(`aZ;iYT=U}5~J2fD8yi`ts^8%Xdc zY}T?xe0b`-ySBG=JACi+zD2JtJts;@N_bC`Mbi)d(`i$`JAY0P>B8c_->6oqsq#I3 zNTx>v0C!^PpH6YuPkcqP2Uz|)>Y(2%_irkqdltP@tP+p_Mj=`XfV2akO7w)J?eKV^ z@+v<#USc#kK5AV<2kmP5JMfr z(9+IoW607InBFVnJ5hv28f#}KkK+n!g9Ia!un;Bio2Y^IUlK}tR#F&;LSnp;>2HU8 ztEAGngRP2#5|7-IPHx)cds=&zO>35ICw^Kt)w^JmEMFS@p^6bGeM+QCkr6r)(7sdI z#o?0oqqO`;-Q;xR3!~iY9@(%+Ouy&}pj=#j3^Ya`&*XP~6|D;5wWa&&OTl1^wQg?;G2y>r*?g%^^1(})t$w-nd6Pyy?3kOY z<&(+7ep1BQlMg8|+w$jfF!z1c|8hvrwnL8w24QB>MIqoLxT6|CeE_aZLD*LR`e?_d zI~XUPj$zjVq}e_j8~w>t@#JefDCLY=%C3L0_7BS@Zsr$w*N7+#O8RDxo%GqW28Znc zq^bJPe)F#F)41b3?mO4R%l z@)@f1^V`>g^AWAJA=;|;#F|IG=xZ@9q)hOms@$wsG~uMjHQYwV@nJ&CAu;L5*;Jg* zFTUsv`m($xjM5-NX&*vA(8fi*dvYl=-2m`ayW_z!yl&qO%dIQ8v7!m$S!&-9BchR+ z=a1&5Ox{7hH7{Z3&Wi6wG>fNYuP+L*)kO_`CGx{p1C%Radv>TwlYAQHQnXVZv;mXc zs|@T_sv@Ea&@S(%SuerR3pS}bfjYK=Jy`}Ip0Cnziw~81-P!E13 zu+KSN8icT5v?``E@DOYML425-nKNqyRfcvxoI0x`hN7?s=6#QQ)r|)gX45_UePV!G z!|n(a>@#0Kqzf{-{znv2fMYIzH$c1i%=EniJct?kb)0^{v|ia-NV#;ur|3OG>R`Pf zYLXP!)>&3@vc^slBPH3Kmu;8z#?J~;|Gn9?LYjFm_!w*5+SQ80%8%qOUU@9s`dt5o zltdq}%`qxPt}85Y%S>`aX`u+}=MxY``v0-@AVk>Mc06J}NLptZJmMKy=&G!@X*&Ik zed%<_|M?}c4EmF{Xp*+rFQRWfn#Fs#oKgRoMiO>{fA11}IwjJyJ~2TL)d)ecrTgcHeM(y9cpR9sZ~^y(G#Z|s;D!m1l9I0zbYDj<%i zTrI5H;6#~t2If<4Ewq?OR~(^h@_NHRB*1lR+t*`%>y_^doP8O`Lp>8maU%oca&hYlqAQO2Y>+FR01Dukg(k8$G#ZizTqdJa*Qdf0Od=p7 zVOrbjJkY+AG~{pGWh@gzD6!!_Qx&~i>O@I)bYHT7=Fm~&5cI{}N{-;?aClz58p)K0ARUpng6bIMiF;@Mm&L9(jODz|u6i3gzXFyx zf(aJF@)kFIwd+nkMuu}=}I4iLc= zz!Qp${Sbf(+4}Bj3`iY7olHis^N@t9rvZ$L*R%rfi_MlTaTQiUHJ@=1?agL}9TEQM z>~SP|mCWfyT&IiG4GJ1?KmPs`xoZ|ufKTl}%hBc4c(>hvlZ}dVzNbmXju?(UsjR8Z zNows;uZk8{JT~k5ciD#}ph#dhQ>Qx4Xtp|_Nq%%{r3O7v^Rr?0#6X1g=+7beRd})VR+snobBy68cS#jVx(x`ut_}^}V#F>i z!znOwHT)=gFGmJ4u@(=#rRG{~qCEJ~v~mMCDs8KQyLESQUtK&wx=Dw3CA;FLTufib zF??J5eAMPe%EMTd`oa$l4ZUOg^7wYWG8an)O1i4D&oJuMphA#ca5t81AdRf) zN4SLLvSQ87n_!J0!m~#`3!2Iq<%l0p3EYHEpb~1fe&_;~sX9@=^Ivn{%%Ky$26S99QbU zEnVZFn5s`oU!Qb0B9|8@2jkx}9AZ4@?KAL>s4EL62E?ztuB=U-(TfKsXG>t#4r%hZ z2h|HdhY?8rde4VQ_nf@3%X<(6ZbqHY2278j+|Jfq_r*+_GjQJe(wAq@zF@ineVWVX+Peh3}Nk-Ef>X}8(Rb0;`LCB8^Ps6j_ z`bHmKP4=oc&l+sQLOQ&FxvbN@826puGua2)d9t2z(1~HTZ+u8E*l~`>^Ek*!EWBTU z&*Zyi$LMq_;3v^)zcd^gpCEyoA<4}hKq$H|NUEr*uUH#`p*qzWg3e)4-?n{IB1mJ0 zT(OJ$+@{y<60Lqqg@31sp+iq;pCE;*SvX<(+q3n>z6Q~lRMh>yuj*3-S?xFOn7)q) zOQ3Hk8f!#>PpAHQ!5TmNb1vCbGj#y6fqF!SN4l$kJ7~^?HYoD#Wn&U1)$_z#u~QMN zi&=bu;wE@_Mi(cm4{g`ROd1|T9zPYH0Z+g8glQk=-DL%)1?Gd1{A^cXRr;&{}tYt*rV@33(OKiqlr8#8MX~vglMRtBVY?E1H;E$#(8 z=}2bf7l>1~`)}vG=A=_JoFEX@?UF@M2)pr`B&!ZMevOafqZ0otxQkouTOv`RLH(Ex zRp6FH`=3q(Z?nr=il@J6zWd6IUM#JY+^E3LB9Hsbp`O{v5!H9Q#C`VQ-K}Lx4+bgB zo0$`g`qKL{XF|-XM6J2^UHvt=msnl-J_pBh6Tkm?Z6-T;I#4^a#`x26A47PR3SAwi z^u~QvY+IVSXC!Djf6dMcN6qYfd~2Etf`@iLT>dB1TZ_B!IyX0qDhA=;M-E|yihf2m#E_ryW>QEI!T8Hcne{Rt?}MvoO%R>%tyaF zr|Wu2X-(C{@iQqA%X`gKX;T2|=WOi#K;eV{386$mZ9M*asn=|hca<;+N{p82C)(&O z1E*pnxM$~ghDEwygZ(VjwH5b8W5**pE-G0MDN240h^^qG5Anb>HW~?g^$=GHdb(HI z_#1N!4S6l9MD*H2W!I?V%?(YL8XPZ!fC+Xl99f@4-~DezHe46#N~gkyhGAQd57*&w zLiVZV z8?K7a#fG_kRniuEdFru)_F2aITSd1ijbqb#J5MwE6+D~*$qQny$UC&7_8e~}%~6wm z?Q~U}JITdrBw+L+jL{?)()4dmUF0fmq<6x;7=(gYIAWFBnx7`Z+qOzB8gIbW?0Jdp z4J;-%wn|+}fk9R-hvBQO5&=iLCsG4u-nc&Coi?s!#uC%i1n}>~7uVAi)(rbD867(W zEP3S*YM(i3KmV6w3^}U5Cg^zvy%gKRS-n&c(A)V$67c?{0&@?g`cHb=c<1e)O5lt| zN%T)0GdrCb@pPUSW>sq;^|B(z=gOKY8__TCfA#rd2~_mOI%8WHp^)v&a3GL=GmYqq z@Q>+x{WU?4=piq@JoRcaTmX5#Wc`oHX^<(5MgYU@5{HKzt@i)dP75kj^6dGA($T<* zZZ2MvHjCGZHiQuRS8D*}*`HvLkggpzl}m%z=7ACe(f|D8A&>hi=k~;mx4r86juKCgP8s1APHCFp5~peO;mp;xvxkZ*|50xA4CbEQUeO@~w;(NZj2-)ZNSAghJVy`N1Eg^&~xbp7qxggXkWc zHQkq@*o`h(-4c>V?1G7$ycj?%Tji9!tVrg&8H#MtNbBJ2>qR%|JctgezY%c!%j2-a z9)_Ga{kgTN{}U%e(B#npMNV?D9GEfoCTi~Y-YQP{_CJP+mi0d>u*_>G+AC0l<5Jfo zn{>(m z9Mth)V*6dDY?BgiXtfo`zmV(zrZoYF3qm$;=4M}QtE`#w@;=xj*ae~+F=n65m0Vd> z2(f-FGV4D1X*B{J_?3;Xxtauqom@Jb9EoFX7T|0ZnJ_E_)F6WahWTuG3M;_tD>5cj z(t>_)pw$|$rX4}>GG?qOs^_5x9#a0-Wo#+iv$ccEAUaRqwC#?&C0KkgrH|){Zi$?Q|uq zLYM=Z8JNA_MhsfNetGN;<)_2;=4Fo}Mzqhe}Kvfi{Zo ztt1gpb$g(dlc0w4K!-MVaR)p(HuSC`n(;mt(*S-{8gtc_ImcK3GJ|$y{q^%5d1Vx! zgXecFW!kWGr;d@+9>=Ep{AjE3V!`o6v8=wseDM#-yi(slb3b+IYJTysNaa5sv3fwR z%HG}WM{zo+A$R7;-0dXl)5b5X}VHUpw7AIoq9f>+q2oKaZmDQ`^_A~CyhPh~jJmmI8r}<4A z4uY*ExPi<2Y+f5}H%2RBNX)u(sNV~D2n1u7x{_#eCDz~!tuFw|v@H949 zDf_X&h>F7Kc`5c?^LxQ1h|l2Z76ef>cbf#Dci@fObf*fc4)~N%Q!9k+gu-j#OHhuS zH->{ZQhuq7!JRbzQgh`@AR}0jut0dZ#u<;V=CEsjj+h_MP;Q+AMF0v5#0oG`g-n7_ zsoc3tOfO3b1W|Y=L#nK04skx74D6~oaon*Bp&ZJ`+%u2AYgyyGyU=G(^e9lEl{(xQ zcY9^R0lJ+zF=Tj9>Bbd9QM!?Ud|%H=Es{-{1gi;U75{p#Spm)BeUn&B1TJt3L5{;) z0hF&x*t;KVa**pA*m>~8#FG7?)5>CILv^t_SvC;M77QX=&tqEEshhU*|L!tO`FsP1 zSYq;Tuk%b;&MdSI(4;pW__wY#HHlfO0ZnIAzfz zAt54i-dcs+7jd-&@B2N&LNtBbgC{39Ko93C>Ma-FyfJj3HNh+l!=r(l)xHa$5`~yc zBJ+^>`8sU{>R=qdEo0P0f_cI&Q8{a^9zp(LpDpZz5V7s_kIq_8*&dIcCTBJ$tWTgFM*C=PO~n7BeQ{HYQ3ZI*l$O}5awmCG~WEdIO>V*6!W8*NYQXJf#`ko=Xkkt@Kq(7_J) z`cbx$;{MqF%-*Su)YfxUzP#Urhxsg4n)C_dSf|YKZ1`sc)hmU7JtWNk#uN$gHaF8w z?9wWTD!x<&JBtS2swcl)n_c=`sA>IoBDN#3!_3I_E1TfIYwVwYS~vfgvY)FxouXRT zO_+SP*P5X_V~y0d_@Ez7Qf;4;JrwAM=kxdA_uSaezcM*+o@$XyzPOW!@JB@I6M1ke*k+doDN1mn3hE6Y|n}&~&swz9+N{nbgD#M4MlP_qnWcB2R zItFJz37L5tK!aLt@CXnos*m8Nw7n#dC+_eBd$t+zF|Cd{vX0o>ye({FV9$B&E-?>r zU9OaYu->MwzzSK~j0lYiGrPBlkj)K2W=B{?3_)w&T|Y`t2%7!iR5r!iXJ47kzUV^r z22eUbjPNQn{+T)P5%TZ6dI4zqS}mH^Q!EiD5#TH2RseMkHF9SlCMYv*wHS{cN@|2T zOWtclkj_kzp~(0Wr#)_lH5tFZ)KK@L^W}~-p8J=K+@T1zlvEfTclvUF&CHtjP#N{= zl4TM1l6x_fZv~yc4>`Qm(@o)UwR(k=Z+E2#bov5Z=-h&@1FZk8V>Cs5@~yU9eiA&e zJ|chTfSJ^Jan6{--R`n*HMQ?%N~O6 z1RO+Qc@`O~z-OPzE(0r0W5`X~Z;P?bb6Dq;yB+$YS0zyI)w0Zs4>dPR!aCACgdgd}aMi$; z7AL&)6XqZ5EY^eLPhJEfb^i$zzblmrisB1+-yjF%cj-I*cz*jMa8il6l2k8_G-AVK z)UVNKF?yU5iPa5Ad^*U#aR|A&7xC4uVm! zK6;l6Sp~1h1^!DpgvSH7%6+eJC#L!4#`#*FiZ5fun|}n=AA^{ljVDNa!u$Y}mnq4o zo|S4ne`=uam_7-OtTLUUnxZBCo~PFt)lnt`K`Q^nO2>xife0Y4^T`wYCk#GMI-&_QnT(z{9e*4C{VF&m9y@Y>i%&`og4lV-1({8! zs@s?3Cw_q_rYt)RwcRrf2^sYWhurLZRFZo~OL1tTU8 z+=W4ux^JNjr1F2Uoj~TdFJkWsVHi+`0EqmgiEUpq_pWeQy2+;#gU@wtJPAzcI?MO2 zHf!ESG5Y^-w;X1pq}$9X%ECdYV>$^~CTJ3_g{$N{4TEySLwyTaSxg()Q6e5pEr|qy zdk)Nyh)V@Ci>ei_+k5sMTI$WGknOk1K64c0tN=5ro6UkS2Q$fxNqurgI8BWyJQo~b z2df1(zW?oTFz#ll*|Gu7gS^yuP4Y4w$@FIX-4xKm?)BnS@U`CwOs(4!aJl*u2DgXy zk8OiW1>1kNzqu%&;~P&~R@v~qs2YFhN=`1H?TF(|`!tn)*llqArOD+ZWqlV2ta-2K zruF!lSPW|*ah z3_N3wA-eEvVTy^CQ{W9Mdm6k37%5{#VfEob^--<=NDzY(A2UQeth_J#b;FY$X0+q= zmwtipf1lCjAMxm$kZ&eC0qhC39zL3(c**sn_Jd8R!)pg>r}o?R5DJTP~{^Qp7zL?OvR;$PLJl<7P&z~YE%n6+2OT%}1MVlic zFNwNVf9+ybJ--8fDe1AOe)2+qLP0{w6uo_6&4+hQfpcl2koVElnqxh!@IA>dl-;{v z+XvL6e~*LK_r|kc@wkfc*(g69-G^HBIx={!PsYrXJ0NWL|Bt4#jEd?Fw>StAQi^}2 zOH#TUMnDB66%ml`6p+ptLP}zgMq)rfltwy-kQ5lYQ@U#gm|q4HIuHp!`ay%Co8j=bGfeg^YVbc@7ttTs`Ahm=<*t;Gw1vop=-mkk<=O1K2deMkqj2${mh|I5K89%r5 zo7{~i!KZ2B>cBk>uX6(l!b}%ss7Z=0c7Z!~K++pRIA9vn|_?1@7RA0I@k5r^tZ5GlIwU4(jU8Wb$?;8tJb zZdc#Ml}6E?6&a4pi~OpEo3|jYYN*o5ABZXE3~7kri1*9I-g~K)<9Nf{B2Rl;r9W&> z4?XLU;9xINpgtR=1ZiLu#jtOEK)O%iNd!U9I^RA$=$gs8wst)kPpn3gN)2|MJ>6Yx;`M=_o#e4mhoJoVVqUKlrDQ+xtlj3XYG1H? ziOC7*c!y_y1>P`PU(_y=!cf`&b(1yXOz~}jg(gYZt@J01&fDw+aHle{+!Qgq0o zDszOd5h^zfJjHNK_Wv@>Vv+tUoye|P?gy-C%6OO~`#Fn0|3kXE)!O1shm z2>tjgumh?Mxh9sV_Gtv&gJ3Eo)ucC9`7w}d5pzarNWq=Q1zA6T55LQo{V3aIkK{<1 zYg`F#5;r|x5>M<^_N@nxzWXZ(7c}vOEm#zwnBEBS!eud=^`X^&hh0!EkA@~QUZpc@ za~gb#%BXX?cn(XRp*giD4ghd6nCu6HG1?ljMuM+8t|o_L@X<89xYh=dJ5jWJIktb> zh)v!)HwI#}-R^?jB7rp4seY}fG-Q?5-UjCijX+3Ns)}pWcS_5E1-rLV!WGg-U_Gf1 z@aJyv?l_}#3{|YhlPQvec^{zm3(jJ^#$4Bre}?G;!DR$j6(#&eH*dXbcU*5bwR|>d zrzu7`>C-yFqlEjZFjcnivmJPXrx#PZIR?uNiIoCQcG=euTT||ky``&*peS7&Cc^3> z4k+JDz;jHXkyZwqh&Q8i-|~A6P><3+wtL(qD^9`7gn4YKvi%Z%Li8V#;J-{GlDj%&8_#t7E*Eq+&)ZDvxuf}9i3 zXpwo;BKyi9Zw2`0cn+EPldzrDo$>n)5a9Im9M+K+3ZNf%N{0%AZZW)9f}%&X%*N+M zlU`3B-Xq!{;V122TZuUIhTaYHV18vjtwEJK0<*ikO$0b-S z1@aR9-vmMvXvT*gj1;pGR!+b#VdElIxBSK;cO9SW_afSO6L^#a;m)McTJXQm5;|Wj z+jwV0H8=7vnX}dplNp!Rl3(Rt@M+$?-}Lj|rqSx8^#Xs5hXM)r9Xs~dVc|z>oS$jV zAE^En@2S7LJ;d~D-2K{TIQ=XQ^nXtol7AtT!Lq`+?ev&4qA8m9VE~?%El60-m+r@ z_Z1pUihyDy6(vLdQXggC^c>`D*zt~kKx7`%hdZ+g>vJGXtIbArE<+S4`8zqU7W<;v z;Q)nizW^U5A6%6IKJ5_xEPuLwwEoD?==bJ3li#-77@SQ`siMSa7^2}h(Aa_#N?Rpm z^?R7)^U_m@aASfcc=&79*R2xAY+DFHHD{O;E{kCZZXuC+SF}2)Q6f7lHji6^Ht8}U z@*Y>*@a5{_YT^ymm;piK%zsx@1P$EhegKUG_4LdfzV;7kn85**?eDufZ~j`mdl1d$ zIAz}Yqbq&ga}q+2NrqzeJY|`jO#}8Ds;zIAAR(xOqE}(P;D5Yfz6_ zb>8wj!d+bu{HaLycXF5fPhh}6Q^(a!!Y*X8=++DDFay}W$|epEu_-(}*1GY+g%Pj0 z>;Z$ACUI}# zy(3VTcDop4WSty!{d+*PCirLrwRZlBgnxZw<`Sf!+!lGz*+u4@KSA2rsCqkez^tiz z6t)Znu)W8GU~8eqm~;Qn45PFAK-CUpI-vrLon9Q6z$2`leWO=C2z^xYohcJtJu7zO zuKMzkpt$36nKz;zZ?RWn6{BI$BW7jnEV=CMURt8cbB4-hJwui3{S${=u;ZZPMo%}R zdoocaMkE%6-&xDzKXy!UZl%BbUepU)Pe{=WGEME$L#;dhZMHyHuoE#@|(A#Z&L z557CbzvjwrX3nGf$MSU1UuxL;=3)c#Ak`}_hS%%$0zvJ0P~9Ik;9&M*{TVI33K2fa z@h;$%?{#>WQ|WiiZ`SBTYn!3{A{IH9FlVP;2dzJTvJOlKDPMxu%=Q6N;9Ms?-ZF}& z6M_{nXQsXlKYH~jxhA`{9tzqlJb1@M2Q{2zV|mhs*gQef(0bs{;2|GQMNMdVQe~UW_4uqi-p$j4Z>5y41;-P8T&)Ja@t+zlctEQ5Hu~9H(YKgHHN28zv?&y+FkOj8!PI zMh@q6BhdO1^6Gu*!u?Avg+uBBrf+$B7Q4sB;pQ`s2L&to#c_&v?PzL~M=Fg)rfLhF zPXvx{B13vg@WPr}dRG*JzpOd~UPGdU*b9L{`!kL|sdORl{^?Cu*>zWR^+V(;TD0-t zF6x{#hjTjLPgzvK_94mCR06{d6TRoR%@On-_EBCbGK6nd$sA{4s`uPQL+kVAx#4b%T7FH3_C5E2Mj)Qn#(D-;8K0w%HeQk5{ztkj7hQDObf|}3t-_z&xkv{%N zxCK47-=pRs5WT>V!+(9PKQrF{%-wl=$Kl(*yvRbF9ry9Lg3MAzP;T31U|0{HB6ElJ zdQ-*T9Om$&)aUD;|Lk}DL0d+dy1zbNYFzQ-3M^lqG-O~QtdDm~=Qq1~@ivSP4gKF`q2wB?mRr+tOC6~B^?5E)~XjT`oZO+%`*iPU5 zLW0?UzE1x&rfpihhE!lyhssv{eiMfU4#n%G6Bx(g3@0FF-kYtPE7i63`7aTmjlKP$NLjUR5RxPUusUEbvXp)Q|jX15iXUa#t~76o^bKHY>8cDRfoh^XuXoo9Z2x|s)CdIbN50kXMorxKFB zH&mK;O`QpC@4y@LaqbRLUaY&81Z?yjV!}!qk$oe&mson6bc2)O^~$nYe7E#g(_Ou29bDvg5zIw^ZAoH}7Em zpVps_*AJZ3b01ZfO2ax9@MZ1z@-)1BhND$8EeJ2|0;pkYKrv*{I;lmA6UYt9FG8Yy zF~W3K)b9ebL-aXZ1k~}lBZR1zyKbpyYi2LoJOS{-X+kd9$wRbLf4;o=Hfs(rvl{87 z35KM|STV8*?7=(G)nXe^8S`Iu&?kmHvs)s~!Fmp%#k*QZ7T9xwZwJvXcSNci+82#G z9*K=kxzqf9qKc7xkhT&C9H0>OCy{3(soHZN7l7s>-3ks+5c^|XBfjJYzQMM2n`Z-@ zbyWoJ1vYu?-=mpXSyO4jxy-HoxHFGsNaCoqmwy=g-u7JBBH3Q74cH*bIVoH_KP>@{ zZ#B$^#5rLHIJQ@@QeLm>(eQv%NppzY4joQ&@=O=~Q0iOakMok@d#*!9GP4I{^kN&Q zv&Io=ZL4-s|7uspq(89V8!fHN>YmpNyl;dk}mInLYeW}!e1!tUEqpQ_F~qh;0}**+evMz*xw!^^u9n#rqLtdSC# z++PUw8oRYJX_I8-wH7nWH&n>m!1Be_e|O*EeyW}Jj%VY%`m5bWFnx0XG)2}v`{$cg z5B#64^>~`Q7EsctbUjkC-Ajg1;a{JS2Rqkp13#=Js!aV-*g= zEj})jzH2bXj}#6gAE)128tK^jen+icC-0W|CaDINSOmf8HQ`5`z#O^-QXb0ntI1t804cxv9YjI4NHpE%MWJiVT+ z@8rOu6za2F4eWyXlBu745I>ZD17X8O+R{Mcf|R{?-a^5JFTVCruQ{BLJh`KVR9`O~ zFZnrkhn{tChg2)0l}#aE9nXXt2ks!UdFnLx{$|r)i?+Vim^d{$))=J2G>J1uKf_|` z@8FPSTBe_x2l^bn!BLk1bNFegD|K+1Ond^y5OhOsB=i{{6aIPWbR=uds*elz@|U6Q zLzAzU8)il@D$caqs-ZCK)45RN$DfMLaVG(bV4Z*4w0#QfxKbNpo9D~- ze&|WwnBXfm$$MT?*ZsAlPW1v5kkYeN3CbS7P)>ii7!F2Kq5WDnI9sFGaNOzlIZm&8 zA(y%9cUQQ+Kn*_8N%|Ct=yG2jI+i4hN50YWZ2;ZCc4PnW5aph%io4qF(aOAeBd|K) z`6?lY)hN~nGK^xJOy5YgFnlbk_(|WEYTTv2t|0*5fWe#ycSLACMrlD^hSyXY zz+n|+>_b53*^&W<2J@yNDMjN`Mk?~;N=14@(D>SnXz?)VcYQ1L^BR+SDvF7O zY(^;d*#RK069%7IpA|pW`z-8%9OR+I8n2213x3*5y-h8)tr)bO`PO91lU#xRHfPL` z@#mFt;={#r+nj$@Hh+ChQ-{C#+s}LxG;ww2;(nj-=euesfkwC^7s2=Y#Ia}`9pavk2*SgtAKD|f!`twebOo+3l z%2*CTcpnS5@~ZKJsh#huUR*TIUR-D0msNPUA`&X9GyLx&=OW6xO;^rhzA}5^x>0yC z;YgAdpc}H#;~R#=iySbsO~{Nc8xJW!rX;Q+&!gXX)+h7FP3A33_MaDmU_Aq~D2o71 z^~FXr;-aW{W&HI9cqFimDdIv?By7EnjnY9W$EhuedV2JSQ-Xnfmop`uT_&F+xsuEU zyQ6WXy3m8E)zsSRXw?@@`^oQ}OD1jfi86Lpfxm@4u|QSz#M`Dfc}1&yMjSxF*TCzh z=a^r`kYNtUZ6bC~j{}1%mg5IX+s&ZlFa>Dr0wX_D>eCHW?JPFvmQ$?kmQrbw^Z4=P zY0+6)B2?IZCzU0xH?zhCj=gq1RJjSn#TA(3{fJ|FK9Q6n;(z-mI+h5Li}6iC=D(%*~T<(n|h z;`nU#g>Db~t^djR*{{3o5kDT$(KSHAr`EgL_C`pCO}??iQgA>&H-rty?dW32g(M!8 zu@|bA4@=^;S~D+2e%_(#jd!8T{I;{(yTAJB+b0rS_%>fi>AM@C4&Qse(xqr6s$Ipp z2$9y~x;rS!3RKuWO#5)yx@*;dZmhn_av0pXV=%I4gP}Nrm;n^I5ats(;S{_A&Iw(6 zztdk|na-8A=pk-Y-2$=ALQHr_KX9xkM}Zs+*e-cMHM*S*ytiF0jf-IzQ}1 zZvFF)@LPQ3D4e1lFcl2hde9TXqQX};n_5AQ-LZCn=1KrSoWruJuy<|W#_yh>SUwl_k-Sk`JoyoVzm(!?=ACkHL?U}1m znY9gH0Y+Su+5YkFz>;C?qc@|JH!(_|UOUp;t;3^Va#~pRWsdwvoAv5){!b)()o<(c z7#?J{;>(J!U4G`woM9`WY)lG#<*15~4BcpIJJ?etf_dT7Rm9XxQLf=K#$T?1W|0j zL4-Kn5L>%}!GjBozih-S&5pLQyZl9iw>5f*Z`PASDTn-PC9b)N8?pv(s^Geuiu-hf z9;Y=AdpIG9R;lb-9h;8!iGH;tbU>Ci|GpllFp`nO= zbm-qeEQpmgQR&Zhvfsl(mm9SjQ{>vc=2`gdur|PJpJFxC)oQJ$!}9WiV=-&dm@i|I z=Q8)y6muZ4bgDxu(Op;f=_e@)L@JUt)G&F`U||i4dqvUcmIY;jjdoOk`NL&>~5>{As&QPc8|SZQF1Wq|6}7 zUl#C+NcpYzLT~h&%#-s2qAWjJ?!4A0B&xW0_GIgMe7p#@%0r`;0 zLx`co$8BhkycD^qAlT1{p#y+WdkXrI-MdNGFZ&TPYFo~?_ z#w6>!FmZC<6S!yu)|`?pY|Pt~FO2oIY=c>q9L#$*J_%zC9}143Px(nZoH5TL=&NI=|+SH2s*YQHkPP6a2IoL-jQi{ z2LVMKrfHe^t6Qiu1ACX4$ZeB5uY`>BR@$4BOl4@OwuG+>*T_Up=ze)R7dkVtW<*i`wj zSm#0RJC^RCw2H@!8hfGG$lH>{K{Q$7^%a?$gU1M%%AWR*@8TEY`L?+Hu%PUMWWjZ_ z_piftnV-lbv@SuVhMk{QW`IKeQBKfouDjbC>fIfZ_0GoJU4RDr^(gpD>Zcps8HU_? z;s~l0Y}~9^uW1-I=*i8^_=bVISI!Wrq|>b@ya4q0?LY3dN!Tx0%8vgc|5<3blWU|F5gqsdwJ`uc2$1{ei6!)wP7e`pev6Q_|{M{KSx z+d`$Uf=o_sZsjb>?)dW2hk@_2*B_sop<2##Z+h@`SQAk7J*dY{+`i0fjX23yChdt; zOF-McSUThbU^O;T0ZgCpzeNgVzrJ>y`i7l#U7QgaMz`vonTR!Jnw^LAIj|6A z`cZzFKTMDUnnIK{iMBHfgWfe72T%~XR7dEGYrP1w^`=aH`SfK7D*I2Ko7=&pgb;}d zRf+$1XUFV_jv4=h3K4-qMlwCF{@w|ihZBWJt@A6P>$CgY1yUvr0pp4zaT!EPSU^Zg z|L@qFylxwGP|`1{a=g2}-GWA~fQ-=2i&HIzm!G#YZ^Hbf#&JF2QgoF4Lg49S-9au>ToyRpA%d`a^rOJ-QVY0 z9u5EXU7(zS2AbD@k|Wuf7Y+aDh$Hn#0`q({((jqas&LMAWmEyWjI?mJ9xm3=#75-Z?L+#xew_PJ;yp$0 zCsDZLr&T*Z?_d>&i~`vh6gPF5TL$!o4&6y2+{mFwq;+ak?0FiUOeYT%sk|H+6%aXR z`0seg^3?hI!Qafa_z``S^$vW#52ob)13!y`pJ}(vB^S8YAlkxn=oIijcGx)V<=^AD zaGKL_ncKM{f_YJQB^2ND&?hx42OZlt;*Zctn%{ytfFF;UHhHfj@cL8&x}f75MDZ=X zfldO@ZG`wHT8f^i*y|ERJ|WhjT&75Ze8YPKv-$(`#qi7=<+lRJ{#+QfD(~EK6%2y8 zrppdF3F!~_ImU_PWuDek{$yz{O|NorTzW-_>Nw4_Z9!gr0dJbE*-R{TckKrL$g_03T z;PUe10!G0dbfT2FgLZl5Q}J(JRaa^o^kPH5IlNw&IE{5OjIylEw;c?awOF53!+hlz z4`LNd3Fyz`JV2QhfpIP+$7S>p1qsO9`IsApo})*C&FNO-`c|-V-2eI zL{{`gNwk{3Y_^5@G_(XMUREym`A=Juht+Q&k_`hzkK_pF{pL>b38(=Zu>3d^PPQRu zEoBnhJt3eNtH^ff_tKxR48t^i?N?pRQpn7h=U|z1IjlV(B4s1?& z2?imGg~+MNlu9msw0$9b<>$#*z^B!x4VA2{c>$*{n2C_(rI`=8DLiGvq!`-RGDFF)aFRZm>01F zPD$_ymwTH5of4?x=sA+(t}aI{WB}FgY5M@Tq>tuEozu1(WQYhQ0u*R1+mMZqC|Q2w zA8Z^g(uD4BUQHV?HouRP`ysN*SY8%_*dQde{6GYPsfce zrFs)+Z?D|p_wWn&V86)kxLAhk8ozvjYvUm8fT_V`+YFWdmaQFS#dMnRSkvEg{Z1zd zhLmL}_8*|vkc&mJqMMcH^C!5Ho}Tp+^pbwvAa~x=KWF>Cwn-x`HI(WL>QTFmM%jyKzAEovuUKT&K zxBf_Rso3Bm%IoIX$$sZ`*684?o~Z2a zyx4o@OzD4{G!jk7C5firgBz@!jGg(pK(6OM^PVPVukUP_sF^$oiDw~NIQmt^Cg{li zSo8)v8NlBmwnV(JkxSl!I)$B3`QoTxbF>@rrKUAe*AIue5jLXDM2MqhdS_u~$hjs( z^iiLJs>zIvG+F^SaM+}=O-Q7_XNO)W?kP-w9c($=>?3C%?FQfyr+dP96Ae6GQmIRf zo#YKJX3>1CLd{~Zre9J^Y_crEbOJ-sk7&9U2;aJ93aPLLD8GTfSVjMbeo}d%n`@{P z9gQ2FRMpSxnUsruKHQUGN2y%Gi)n~5%SLBWT*8-EWxKIhRo}YZy-e}{vU4D>b!W7g zY@RNnWx6EsK9r+VAu=R$&KchgFJJ-9pz2}8=9Q>yLDWkxKXmR1YO^hhy>=Gjx>2p8WTLydqr8oaUh_mK5&Kq-ksot~ zW+HDmaECEnME*?o@3pqMSL-S7zu2?@7vt_nNRaddfp?Po%V#NT(Eee(A+ zc2vS@=_V!$VMgE%Yk%`&DVoi0-r@O>tBnw;5 zyhC>W-kc)A+z2`;V89DkbqN~sBD$c#ojy{^ouv0sl4M`IeqAsiJ_GtS_HlNQ*?jY9 zRv81&qJ>hzX361O-+b53#Co%KVCsi|66h!4(hiIVhCU)~#Pw+xtvhMK=Yfiiv*$8o z>oMSilOaeH%LDaX-91FJ`sWa(i@ip{!)z%MTZ}&DXZZ6uTfufu{$<^-tD4HU+=?{q zfvQEk7|KJ1?EVepd6c0~J>{W;pPQ=}mX`8O#8Jyp9Vf12mh%NVGY+qDQt(cxcwsgC zT_r7B+Yo)dli@Hl0Xd8=HFgj=Vf(4UUQm0t_HEqO;q5i|oD;FRydG)A^-|6vo z5yW_EHQ2RviDbtQLO|m{HF|^e;Mr9pd!^;cIh3}hOI>3xMTx#3C3oA1YhRZC7kQ@T zXgiRwqH4yF2i>or731=CwWTs;yeDg4Xkp+J*xrIS`JNn+ad(2(y@X762!hcRf(|Os~Mg#Q*^LCu9*-naEbI3!gFQA-wwn_1uY>hJ8w!tQoiSI$ z7EaQQ`DqE+;LDa$$F&t4uHSq{(Xz-rJAy#JbI%OvdV=)WZH$(?At5o_QI*0D; zo*OznyauV?=psOoA&KjQYl-8wUuJbuG{@kId-Hf&1qJ(W5a;+GI|Dp=n2L2ov(0A1nXYP7`Jn5VX8DIE^-u9aaxXnzr#%8bbXZ`2LfgJ#q@?`l|NMs z$s(UUu3-<9!vI-5)s!H+<9ohiX<4dSj9=g^h71meSbOo|Ai8T#bsbJ6F>SD3SIi6pg!AaEm7~-1) z#o6%q!FA-ims73OENv>XBqkwr{qhFTHM!0#07iUoqd6gpG&4;nx2~<*t&50ciMc<6 z@?2@G1J0@a;s`l-y-@90do*qHa&2!(aq^J{ItZ9e!Tq<0TM8)dLQ1y!@IXr)rq@(= zI;uKCOC&Z}avfcTIVC~}D7*sXz1-HGo#smMp~qUca4yk)_$8mDkdOYGy5x*xQMKYP zDmKH?eQ=cQk(p$L_(nix&;&tMVV>TU4gpQ z9_Y$Lbs)p{oy=0ESZKaSX;+YryHQ!EA0WMS_IBam-C{wuz{~PyBDzeytjeEO?#Md^Z zyn%k0*RgzV#_>kH1Wk6&Y=e|w)5-N%+5pP=!n@-X4KjFp){<>V?cQ4(a97Xvd?VP% z{GFBETsQ~j;}Qg6JtwWP&Jq5fjz^rL|4V=}Z#>@amq=lrkD&+@%S)Zp#g2Er9y|@( z<%my&;@G02Hs~if>7Aw@;Zn<1Y~qy3=>|ZnIERZ0mnay9baC!gQ(zKaW&6@W^fmM1 zqIL1}`5iGvq5k{r4GTB~j4e^QGl)k}R^iXwF!Z8|_T7Irs33f_xFsm$WPJSvW;{m! z+!W{5IOh&s2l7Pl>>`J#g?Pcbtx<#Fa+Dy-F*gZwnmJ1<-VAshI`zExoKtEhd!i!awB`KME^~!E(E*acK~=S>InV zVT1X>TY&Jw=rQ~KFZ~;dtAYcJfu6f4@YsPgq7LuE+f!+oY2VhPt1U7FeCTVBdLQ8# zazJAuDkNc)!IBMvq;;W>#Hv~PuhC03{oz(@=z&_6!^tZ=)~9Y(z~34qEnZY2x>d$s z&vnIf$|hg9Qgn~G5PkVC5~&%TUQWxHvn=NMh~&EsBIiqgQ)Z32p8_Cc&EY~c#(f%L z>Lu@bPb=CDH|W>2$5$ZXa8IOMbAE}b{J+(vxO4g+qd9!>AC$se ztiS8wUPWz{CMPE}FxQs3AF5ZPwGoI5L?03fL&WHvnposcjgUO60?HKP9fgd&%na!!v!0 zd?P6{*>Y04cJJ_SsD3?}8$Nt~j^5d;Vxy9-9pezDoXSs|ONz{244tY*vh1!)>QSFf zh4e3&UUAwiF%N@Cm*m17t_Wc=@*zkzvfq&IHuY}`-BTs%vyjc2iZN(FvIUJpQ|=T{ z=`Wk2!&)F6th}CTiu%P12>GWvU@w?|C+~c{!YbmT&&>5$RmY6lQl*)2D~Q2wx26?1 zR#+)cO!(cvd&5{?VT%8NM)-%_f>)Znd9s;!N-?D;D&7js*_gWOC;sz zlk>m8jq&wBFyU>XIqL^J480Qtb))V>smZ>!#XBVzTNJ6zAzQD2YKvqOSicciQnmni zg%(kW@=|fmFL$7(V5Bgun_OBM{${Q`$e#4bw9ln_q?0mOCb(253QprKLo1~mq`1xJfW#q$lKd7QpYcD>PWQSqFLU6R$@{=$J**C>$f)c%1 zI92xpd|E3bpU6^V`(VVWog+ld@kUksYHBp@)rE$(!umS*c7;jqwAXo$F6B+v^M*8y zXL$eTGVyQ0iO7>I;BcUFX_y}1&5$RH}9Hc1ZxcSi0r-7 zYeCV!e7wc29s%7GXuMyft)?q#?-GZE76ScA1ziky`Nx$=hXY8Q@v{d9{w;vWJG{W@ z(qkf@hjZHsFEba_=jA?m_Mv$(Q45|8MF$U#`J18@NPb7=T7KfMJs)4l8J-5d`wvCa zC=D=Fk@P6|Z8Mt;kcZRLc=8u;@@=T@z?JdRZ3%QA!@Zo1%FxNANl1bHoI>2J8HF_C zEQ(;6P0*6ccCS6yE6P%$9)461-GEzFE>_2??mDoNEDUUr5=Z1}196$re=e7w1sxH` zt>AyEm_q*z;vqGd6C8+tT`dOMSk1mI`z!LdxT9ga4Z4-|ij2tuoQe3IRMNpGs(*8J z#wH@G$l5!#dL<>AApx5)g6-jDm~eY&-ivc)qyy8fN>wHD8GOB7D0(jTvmtU^f0$_> z`ADoYtLl$z6|0tgjMgN42?vKl+9$$A&=D!kfDjU2d*^4$$7hCunx}8sUti|Epr%wC zhNs}*jesl0Vk+G4%SP$?^rvgeqr;{=W(dU*5Q42*?x0j0^EzX_1aodi;~-S5X`|5% z8#MHEymN0P^?~doyu#uwqztwKyoY<;y~+^kVe~!!xyregJSqto91_tv-&`z2Ug$#b zAD~vdn-5OcPrs27_a9Hvr#yIa_4M(RE`Nv%Gu2}%U2I82PmQ{Z%Y_SNbqDu~gJOdE zsCL!Ad9AxhtD8l%3gymK=(^x=6p4da&LFFjop50lkI1SWdyOkfzs%z;0_#xnzWKjV zY=(<@r0*Px)4-5%R;Za?@cjuau=9_oSI*A^*Y(N@xbpN=&cxHFjTa}=^govwgHQ^w zAVMmtw!l#h6_NBwdOhu{Byht&>oM7+iq)AKQHFAkJ-};R zdx5gqjoXf1COT@TkD5N07+ik@etI`=v^dEf9J#7clYOb6*R^IAs>H2*qvvA-Xy{ql ze#5`8=?<2TetTQ>LXIMLCAwjyfiZsbNRgtPF%d+eNKJCii{B_%@7*R}K7nVux6_vI zECezNZYhXW>lvTFH z4xCsJ+gI+EZSF(C8*SXkQ4KJE%(`?E%T$%s%qKoS)9f~Yi!JJ;Oe%HvDB+FyZaneM zlM7+?2<7Dn4*ZV`0#9S|7M+mOZxRzcdnt+~*s24_*AGhXMSIJ_SpCnkQr36E02Z|^ zqG^C)Up*qt=w|h!=X4G`?p%wcqbz{uz-c#pIgCEF{~S>Q3_}9ndz#7u1}xgn`COI5 z;l=U+r<%{$BXz!H-Hkuwjvqg-Ya{F_yQsbYaN69E_={@K+>m_?czfNZ%R526g@rKd zkT@ZU)8w;QZ;MFb@D#YD_T&5KkIH%vqZ=Y)k^2h&&R$&E$;l$ zvRGA0gg8q?nMYI*Dn$fK!!PzK4tZ*Q$ z3UXUC0JT>G#zg9q*}Ta<%ZvEyr<6te0ChgkON9sJ*}?7Ff*+VZdeXgWHaYWe$M8@k z#h2YAQqvIq@>m1Yy$^b|&8Fm&7I%I(q5JyvvPZ#pxwo9EXnnMRT%oX_pH3?L^;Ah( z;=&W31~erU`KYt$Lyr{Wl-Oq3RV%r2))~vUVu6G7f&-vWUU3<uQ3MBttKjuupu_>JrZ+LNB$Aa%KM&WyDi?k z6pu2-z@m;TAv?v3Vxie^kr)B!Mg2vg!W-Y3`$b`B!oKYDFKDglgvz}AhaPN0iYgWi z*T$sh7NYnzf@S9ywf=B1$HPTq%lvj@zQrK63%;ZFdp*AqZy3KrQ;xBvRz_O(7bXVL z#92ir;cyZ#lzu@>H@~$K zc>t+JUu3EroGxTr0#;!5cm%qR?ee4MO@uM$K}cwJ=yZ$3dYDt6QZtE*+s_i#Y@3w@ z6fDrMw-gj`MeuI6&fZes;H+)dy4!c#E;iEbl}slmg{J^lq{0tJ$~&%u`uJ{o z;n0h^hq1Z%d%LC4;)e-05nMv99q*Fww7*!AM~ahR!daV{k51w)6537|*djdx_F65s z&)kbycj2Lm&tkmG4ahL5z*76g3o*B*{OAU%zulcHAPj= zzU=*y*aMNA%kBP+qDe!$A&(%BwC?FTU

}%fDyv4mAxVU!YlT*h@#x>U?N;xu}Kw zm4`WqvP3=Tuj9FWS7W@s z5e4{UTVt6h^Y+3|#M{e*KL^Ktix- zrhjk22A}UP%jT5fGAv^Z6TRv#1U{1X6k*9`kv0u0ox(=4y45H;wYGDS2Q8tYwr);& zao}iCy+yA*h+UZleb_V7Q}JW!SizhESX?eJNps|y9=Td49ZQnpV>Oz%tN4o)b*t)~ zRaseb%b;%0V-@JG$T2z0tqDezb9X%8yN!$ltozIUM+}wvx{WYq@&c+rv;Cc|*@6Cl z+wmu4;79JKGW`)0$x1(ykkGL9R)A@Qz4SlY?aUvL=9}BwT*BM0*x1a258oX_ZjCD5 z0W(^GZZ3TG3Shze4MITR4dMr|Wi9Ps+G?}@?#O7202*fRi502?u6Ee`d=J~N=1%`@ z3`M@Vuhzs;lIO6{Jwhxw_LEKuhwue*KjM9uwJzcJ&YPdIE~+}Wg=QRUU94&d?~Y31 zZ!TuvE|O~`(EaM)`7eTn1d-ZN{6k81w)+Vp4cP1SU{-6v@?ChJR$0p4T=pqeJYX0h z_+>TL>GFz6RMuv#^O>DPxqPXbd;+&xHsV&42q*?Yc|?5dayGNO$M(_XPM%mZ9ARPc zLD&27iL2J)=DY518q@24BTHYd)^WFaeC!LYPNt)GSyid7zIsC19IcN3&Mw8XV-fLM z4%Re%X1z8E&hTFp;s5OJBf)xyZRFBJIS!wTHfe2L&LO;N!{-<}ie>t*j0 zJp!gEnUHYDleW;kPa#QktEJqpseyJt06@|Ip`D5su!!wqh#}b5kCMl}Z$(v9-paGI zB0skOrXOuT*g3J3G@*y?JjxDb?;KmxJpZ)z%UllgZBTn>=Cxg07oFVD%&Yyh%0Gt! zjK3~g%}(64aXYuQ6B_sahyHSTBZ%OeKOXnhiC|gg3gIf!SpB6IY#l$mSbI6;3Rclb z$Ph+2Co}^+Glc^y8Br;xxc#`)9DiU;4{Me1hBEm7SpbxitkzH2h&7w9i_J4Xl-)8@ z-TEdO5!>!;Y>6Hg^3Bn`5|qkjz{F}e;guS_$GUBk49U*m<%CB&u|`7iS*oY0YrxL_ z`o{oP*0mGSxnJ^?1KCpdWz+C}`+J6CULWVH-ub^h-An>WiPvKHy_PKaXE(96#dn3K zY)mwu4#!Gwx~L;h^)fD5_NANF)$s)zcl8tfHB$S(_og>hEQ4b71m5KdmJ%& z)gj94pW006Usp?#@qE55M5nU!8z4^nr3F;)fh&|g-BlvY(EVfl)g zC6RFb?0nrVM#LDE+KMtC+Q81zY#q3lPec+U{gBi%<@2qQXtt$KG3X)7z~lG=R;uUpIUj*4Jp`*_LQsNp8yLc;uS>lWX^mdHX13DB_rAdXGcbjNt=O( zR4d$dA_yH_5Uu9f(~`qJZjIeF^7)c73 z83-u_n`#eVR-OHKcYb59Wz#hG9Pxl&@H^JoyT1xl@alfGW#MPlxyy>y+KV)w-=o)a zhpUKVmk2@RZ>gwINq4)*(VP~ouvA|E!N`XeG90mEi1ZY_JkK%rXky%o+cOch%ofOuv}Q!8fa)6$2K)P&3M?q=@2xA* zr~98)5K{PazI-H>ER{3!{+)5eBspeTO=CQ`K%rM{&og{u&$#I;9a*ES!+}^{?@(16 zqmI(cB(4Xa<0N)15Vc!jAB_6qh%CIctl z(_I2_X{%?nu7*@T?sjd~j^jk+(Yn zzJfs5#D?0bVju4<7O@AB!>%ODN*080s-)>47wo3A8l+f=+cMmo!Dn_KVyFnZus4W` zBj6NsI;h?AnJ1G9Kik)@@+t67m=+tpZLBolCdxX;6_b62y9#RN*p6+}=PmhA~W`}rn&y$qq zDC7aYGq19~goek_rB5Lf>Y4lA4Zn0HEo;~uqLEGVKaSD~ zO;=T8xy8Z_&w%W}H=?l_j&@m48ELbT$wRRHZNIL~6lW2U=$qqDaX8EOG**}}ljd{8 z>j(mS-cglDgnO&TDzir)0MYL+lb^pDr9EybaDZGsmwF$mA-h!&_=7)*uW+V>x{vP* z^!^uq7A2`vOq-r5YHie{9t7_Q{rIJ)4d8W#^_zV7DXf?$3m3J=;~*!ShOTnFQ~;!9 z^g!3at)ZS;WQ)}861sHxEY(hE4J5q>@Lt1TQvWste^bUgsUT`j4_rJ(loc0xQBmA+ zC>#6>fgsLTLuLhHGfu+~Mg;;hgA-orxbQCpuCDk?qEJWJz_aszO!RrfFPr|Hx}grP z`v$SFd}_vSWJ9Py^uq?j7ge)x>*=lRTE)mY)#RFPya-Wpxx%{)33i~Ogjnx-h7LmfQ|l%_9QpcJOXq=0D_{lJz7bwO z&x2l}8OV-&0eP~gf=)%-f#1;?qwSuNAjAF6mjgnC%Pnzs$sv0-h?lM_6+cl2k7k3S z?*4d9BedGAZts=4@nsV@1)?>IWz!*4R7iTwD8|%$_f2QUec}n8q(U6nu)sE$BLV6) z?7pX()n2RP*=$ZWF`-X8(jTuKwBxw5Saj7RV4>5Cz&{$DNGWIGIcA>W=lH6I9_tI7 zOO<^&H051Ov=amlbp-4?&R`8`Bjp4ihE21{MrMCiD9GpCWRV-ZWqDjS?skzXc<)ho zaZ8ZQ!L8Ljkc)=tThF|{&4*mm5*m`BN^ab*M}jVEDtvYysuB1R<0{OPxDw+_Q};zM zsCJaLhU9yNwMd#k0s0@sR|^MU9AA=0=~KY^LWow?dqrgCA}gQxiC5A>?>h*8?jF@D zq66kdWtYW8L7(?>0Yl8I_0kKeVE zs0jxeg-&EZ$SUZsIcsOA;Iu!oE`6{;Yj?TD=rYc?yM6%9-`g^e_i_wesYz)CjvG4C z)RW#*J6V;6l9WyUsbt=>edQjqnsdApi0tmWV4TpVpiBGwNTILr^yw5UBO=$a!&niN zgyG$I_@W1{kmZ&V#*DC6`S)9ct8pCP)Xij&Ht+0?hW0PH!{Z zKFLvpl$)YCpZo@wXMW*Pe;;&C`(*a#zeE5y)mY01?MRlQmpbo=&9L3$ob|t-(J^`8 z>6m5TkCPDwowlP)Sd-~_JDnvd@F|e8tZ4hs1lTNQAUL$$r|hLVuJkzp&W7S8MfT=={i! zq^^&FYLAcLx`%0jC>nv0bQ(DTsQ-Z+iTE~g=QFaztHUos@U*LIgRh*-mrn9GQ9h`_ z_Tth2114U)q|3pGVHzj@iA-~Vk8C;!c|w$xLV<4hqi;OvAe6f%9`q=}rReo}Fyn!z zB4$@&qe_YhZB=fy!2WX4DG#T^bH2KBl;&Mzqn;z|$Yvnt#O(pqQ z7P3-&pWn?%GmE+K_(L_SDyh|B5Pji{^XdbpdwBIO8U!fTN$h%^5Mg1=n3zCDA&9$qExm z$zHsXR6~vA8o?R7Pko&sQb>@{NiPe0Vtyad-uuexO9ez4UZ2x&Qw0NGkzp4@9&1`R zUUUq$AYLU6V<1xqcRBRr0@mK0AK4~XjAb!K#c8<#eTwy*GUfkPQXz7S+>?RDb!4r9 zB%R{0#q1T3jtL&|Kw9T`O~@OaR$MOuh5L)OKk#HGn{hD>s1e$^Gbe9#R^V=dkvDd7 z4q}6m4XnZVNh__walWuAr9u(6LOBeX?eB28z1}Gc_+;?^WGYo#Lt;Ky^WjIQ;-}_; z?^(niL*@Kx<9E+Utplsw4@j*+j@=Sm9<(<{iaLjF1E4IZR8^3q3T6S*BnzGop|HHr zn>tv#g4%fOv0Z%!uwEEZ1dm z#;O)os~cZTs3mZDXa!9(*k;b6cHbo+uq zM|$<=e!5LI3~wOBD*kWKo|$D`@W>HQdL#XsY#q{0$ldVL(q7vApU9nY^y(>h?Vu2$ zwa5(TA^)BPk#m6B=-behq@aW;Xn64*J0w_ZBmt16pY(Qkb>ICE3v19})?Jho4PMl)?*cY`a6^Xd-009dyLFIuHvG2bSMip}Xi z9VZ-cDxrQCp~t_EH4Qa%Q!9cjU08v!3UZU!`^?0ZD~@D(tVaxS-{RJ0a31&H8jc5T zURq=m9sY=c?K|+=cwC417gzq@-xI)atC)%!=A;Qu5ZY2GFDl-Nh*Pm+zs+qusQYfN zQG$>#dlNiBQK!62TRsen3KD#O^08p}Q1LMfc{Kg{-4~lg0+t9zvl=CZaEo(|KrxEB zM_M*tjaW34g|i!2_^JBYbKa28%~-}_qPV8|{Ep0fBtxl*hyb>AzgDz151+aQ%7)!M z0a*21>wzIl-5CebV*<3@)5G}?MAv2&WF}&{(B(Y@kiho#r`sux~cCE)2mF`neZy@nKMGGi0&_H zA@qIv(-jZq#*Wwq?pIC-Po%}muz}iEBTv#204!%7%qaXx1^m}n7_W^EPQmvNQ~m-n zdx+Uz;`s#4P~bOWiEN#E^`{Ajcec%(f0N9I_iO#b)?1GPms;t$^qbzBX=f-($q7b2 zs(OZJM)1i?p|O5Qez>w3ZJb~A@QIwToZtoyL?acnj!L=BFbC)Jp*hyedXg`EqJrc1 zvlQON+ZI3i8-M04r6#pJ-!$u37on3^$t2L~DC4F?-XzPlxrSddI`JUR>&K`&N@X3q z-!b2?y<#%!gEf5ebJDrb4(FhY+wMV$Jv}q2r_E;iDJ0cK$0ao&Ocif!XnDGow}mKxl)S? zbZj0h3Ze@NA>yY%0-K_0V z%$Q{qj~;x3F{E>^zWUw(o41&>Glm|7v4kQdK4R&0J^@&z3eL&Xq_#nQKM#t{C$r_i z>+0?ENi&@L0tA=i8>5P4UoN_z$Vy=f@EBHZ)OZu$VM%Y<)fD49(HNPJ_6=N3D)85n z0U=9gd#PYlKR&s)hwQ~)O3HZ%rkQL)-sKp~?36IfXVIvJFysE7$3(V!C$kg=HrL4_ z5w8f7Of#z2=*v`iL-M}XW1SN{w<#uI%ulv7?v>FVRVukm*4Q-7Qg%zPSn>Kef7f(jYXSA$rZjVD=Iyk3Wz}vm&>0#WR9H38B5=Ou>xrgrLDhQ};s;NDW8WrSy^S!C?UOW(4-;D2i~Sx`yi@_4z;NEw$PkgNw$SZ_pN#nb zFrG5q`(C&a9*E(|Vxqw59Ggb>t4{9x6n2!!?sm8;N!Zk@+fv2ru)e6=tk99N|6t42 zjk5xeXeJ;Rv;!hRQp~Uz)8EohBHsjPx4(R{$K{4{eY%Qy_v1&FO6c`dWw?D%*u@B- z86W*(hro05om=Bv+rH9f>Odi>Q_tbRQ!~HR1%Bc2LYXI#@lV?o9y3vrYCut`1_GT} z-i5w&Ce{hCm`)tR3f_DvV1Q*Rk&!W7AJC>{6)iwVU;qB>6l75emO`ja0P{mx!2H3C zgc!DD0RCx^;Sfc(OW^TS@*{HQLEA6eYZzPr)AX|gx?iXGsvf90=5yOu8U=ysWXO$=2(W~aueXg{5 z#LCezUhRpJ#^6W=^3ug@nW6-YqzOXQB9OjiwV-iO3@SmfXRG zwClTmF$XuXdZ0n|I?m(+^M{e7!Nln2^#^U1(JUO=Y;;_Rl3P8!yIftcYiDr@(6B7;TUSqi9eA00oe8N?hd$;(HwNHxz2Lz5pV)n zy!D}d`Vrm2!2VYjLK@u^4LJOPL$?;W*ox#@%LeuQ9!Eoynt?OZ%Jh;zgsc7Ug$)bZ z;+JiVjy!GA?82^+)l6j1Q<8pQ?Dpr<5_ae(X&=Zac`9S3U>4&>p|YUsofmevr*6Gw zB-?}$!(UJAF`Wd`DCw|x0ivEpN%Ee$cZ=yV-7za@U?1QS5YDI}ht-*7pItW_ZLJ*i z+zS(-hb*@uKe}U$Vg+`OuNag@#9o3cShCadG5tW8zEH{THIIMj;H>cvE*2@o$N6zp zAgMj}IDZ)lwuk@_!eaYW@_>p_BxPz~nb?Ogb0+=eH(nZybaQH~(xIOgJzn%o@0|6A za8h2KJyyU+pV;1~oZ;2=1($~n_F;@~3*q+ro-rgoZDLkRH2sJ2)HMCgHp}(=@|6|L zb7R8ut<V;5VN@PCg9WM%-1lO<@_j1xS(9m-bu92uO zk*Ae$oRZI!?j21{4pExz6Q5<>HzmAIitGy>E<{0$SHrAo0; z(i;znFjMGh7aK?$qejcbg3`y*cXcWgZoMGB#V!)j>y9k^`$b-Z$w|i-S08DI*zpcD zFViH@*-<}uaWoXVJWjx3)l|Oj8TMcOCVjX-g(W@8hGaeR*ndN#BW7MQB>oz>U`Lk> zW#%eU39I(lJP9OQ3I$pNJ0@=*nF^SW+JQ88-r9RC2(gCXe|Qs8C(wMq*Hmk{OlGJP znyjmG2HqPFX6_T-{zs65{j~@Fk>CFyD^12i)g}3j9B6GIIzHcg=^Fo}=Zd5RsDfBxa4KyHPIyS6^s5l_%qf^>nVH))>md)Z@Q;B_w zeopwW+b2XX6ht*&$kbyULhoYWRyXmfI(UdhhYQi;VWCU17O^<^+joo=91z^5s3^#0 z)p+f8l;3F3FYvn2O2|tVINr)8n_72^Pa%ftCfTb z=Xe}NvLfBTs!yT;Nz2gvH39Z& zM`tY!CtsXOn*6yhAv*n8Lp>N_%HNSVUnLFB2xP?8I5qrgj!L543Bw=i`^$^eftWu) zb1nL&TXDW-!Q@PV-Ld{;qzV5SJY{y~=RL_a(LFkW3jOULXbt&KyJj-*`e_KADvb~h z9d{cT!y3!%Q0#6$d*Z%{6G`%cVJezO{8`75QjtL~`YN}acPwRde#XEdj-&Ky|mzOW4b(%2kA&w2LY6nh0J~5gl zg}k)AMkmVmr1$w(n{Vt4G=8!X|`A|>GpsK@%NYq~Xd$Jj_K`7q1%)RSGIqlqC&^=a3|klaA4$6E-mp|So3G!DY>c_n9bB=| zTJ4zIDP(-LT8$SOVHmR(%HXbnoxo{r`BLzKoI5eo@A`25SW5$i=2*w?6au##($QexyHS_x}espt*|Pa+`hUQ`WtnOAS3c} z+dt8f9}%fd8zhMGOd{`Hn;=ZYv$h}n;H@O$5;AZ{+i-72lLSgZD6Ozk1uJ#vUbQf zB`o#Bb10BRWlfX3?!8!aHNh3|y81E?CWqF6(kaccE4pkPm}pW#E=9B}{nnKJa{FtI z1=$n#@d@nRP9ZncwZ94@AFi-4|@+5FxyPRpGEtU`xLb}^wZb+t!q84a(H(Fmsu2+$= z3lQy&;-t?Ldu-%kJlJuiwHl>zRM*B2WnynvQ!enwC_+Q;8k6a*C6iEv&C>6>tM0Di z9Ajt%$KniuQrJqCh=d&RSlFbQ5&T_3^`6gvLC%30LI} zJqj=}L@hFOWV(03ed+v42s&1U^Umm`xj_{`y?Kz6AVp+KMz6sN2w9M3EGN^@`mV+O zB2y*O=;KfHXptqliTV}kPj*rz`tMaL`?}+*1rx0*F!K=2;wnUgwGlOQZ|U;7 zxF=wn_x0xMQh9)|9t52rBJszIc(5=ZDkK@nb3DSD)qgn~u@KFz`Bum)z#nGD{5+#U z-9R?a@w=d@4I+yY$W5jBS6)+-maq-y?2xn3fCj3kWNCw+F}p{l{1eOyn2sN0h<;5+qcJV5*b;bki zu3)mb&VMR{PJ&Rw&F1?Tk#$4}c8cuP52Gw!|Mn!j=nGeX0B{A`oBWxTY%2wYfGmcZ z3oD8?D9kYfZryt}gTtw9Di=2xEoN8>UORo>M_iw{cRa2tz6Uxj6_z=O>7Kk>m+>5P zPYr_Nu#qQV8V&G!+RsV;&27nj2ybl1zwHJCp-hNfeB6gRm7)jtUe`E)(R}q%n{938 zE1Ct2yZ61N8`j)=_dh`cQfXT+vfISlm0=I5RZv^z7Xk<+7uA2GM_aLo){k+r`5ql>&Js4AYK<%cMEIXc@2^7NDI?2 z6>)T9K()>x6cegX{a<>nFFju}CS;6k5;nJLVCqZ)GZcs^Ap1`t1JJTBFe*ePOf;Kh3Y0PU#r5B>G`Tv!W)r}BLX{z|ylq#&Yu%uI!@ z(q*)6H!%5!Gm<`3?EUa}g!F)Y7P$DzbrhoDb@kq@z*k+hOJul^MtQ$FoL2pNMR{&# z&s>f10qAUJtJ5=mFLHRuy}R`}0Jb-I@<+r=YiCgbHyKKNLe%YLD>)&uDn<58NJ8Ic zQ_>tXUry9a{?A3DL-JR7!fHixHR6?7EI>$d@J~l&_}v=!+?#p8N6^u2gUeXwxU;1| zyPcauvEU6w%vlv?eUPQJ_ryW=8@5Mmb2n5rp+~Pi$4pk<-axl!K( z>B4iOZ9N9OmbYvC<&SJk?BA_KGGC`--jj{&+APbKF>zvM(?kj~s7|*ByeaIDkbXA% z`hk0?%uXZ+h82RG*lM(wG6O*nQ@l6Wkw_t8?r~bE?z?GcKC7`ob}94WAKq(W#b!!I z7i=mw)^G?0?U>Wu_EKL)bbXit(b#P!n45rc!*#saxH70cnaty@&L#2-P*~v_?_X}i zas8ippy`uR99u2julo&{N!sZZS|h2twoUtUDGd-=tT+~m zx6}zq;Jc?ddiJ$AE^2fbm4t@*k`D`htGl@v)2e&B8dzn~w^tEqw9y&#cf{0D2hq#C z$V7S(F9tlIe{k#aO#(=qc9q7KK9@H?t;hv`9dV8BZP}ehCX{Sq34BKaAHV!LUKGx< zN|iKCgmn^FTBDs~n>zAv{PV$IKImUr&ngPfc(-_8iKx6oUB=x=7=cM)_4E(SSwB)^ zsE~Idou&nV(aL3{)ZVvLAIKDVj-z6x&LY(=)UQWYOUDG{IOD&$%w^&qFy#KhU`sp4&Fg$pBBanZLje^kX0QxX8ssJf6(!l@w zdD8yP{Zju=J&Jn`un#}p_rlw$Z7=%Zq~b*N_sjjL#zmSY<(1a0I^?)Y<>F*blY5m@7&Q4v z7w|(3QgdSB)$;q61@2(cq5m1MEJYdN#dn9F8~E_5fiME)0GMuA5XsAlZ2E)=NJPLI z;S@`&2W$&sY!J9kWOk7dII5a1|H=xG&MCqU;=4)xxAo2a+R zPz=dqH7A~lP$?`Jeo;z9W-OcQh~x2uS}oC+Mk{==@;}}=7iRWq*c6gTyRU(^1pYpN zZ1yt;zm`>mKZbe1KT6`Q7*67BcSQYVtMv*DV zzioH3&}&`?7XpeB;C8mRZz5(91(B|+gSK4apaJQCDf!cxa}zmA=<7}raOF@ zadPf58Den)VT`ENeHtb7gc=b25_N>g+K|*ljcdYw7t&(0;xKNPlM>i56|g;p3y#Oy zIBTvevL_Q`bcSu3{@>@eDQHc5jc3tvgpmZW!_R_o>U0o1?g!b5qK0qv{m!nAv6(#9 z52mrFgv`19@MD1!1yzI<@`LeVcH+n^SBxdVjP*aKdfFY@%^5Rw*29?7sJda$Anl=8zC=hxqBbW_=XM@SZ z4{qiI`7d#A=Q}1Gw-G)JJc834Rt+8_YY9jh$yLD?stGDWwbO)KKVHkz<)9bt!g}ab z6WULA7o)X)H5Y|(0AEMLl?L06(+Utn+aljDd0zUwc1?w={WMnH_uJVKNx-H}f&(rp zUB1@{Uu8c0)tVfa?ZhUhd~)WFStKg7;vtcfxmH4cRMR>dRkLJ{3Lw+y$D6i!T^59U1GPEvb*M7$VS!d|=2& z$;%BjvI&zqL{lhe18rkyKiaAdjxn7$>X;qV0rGBu_(5S|USdn5^tPiVCKQeV>WiuP zoWl&kPW1*CbJKFE5VAjt3Z2mpf7^(RR`~d3fB@k`c&Tho@uR++U6Moj2nBngI{UbaM%n`E7e8N_OwOp5-@Nb{f+FY_ z6-}r1=qpjZ#_rhVD==O`T1ZbV5hvNZ>@AL3cE|iNZ6M-z?dB_mIxanv88M1+We8Fc zKjO_1)+lp(>!74(fG49U&Jv7=$n#U32xpD13qV2f(PLSGiD`R@$>HG}oRAV~C(UlG z_AJX0C@g(;Qu}j&8~Xd0-Flo>;vgIIr2SL8cKp6t@6Phjks=*Pk-Mvh`qMW8M)Or` za?Kh^yToIwv>s{_g|`q7h5o3{z_-XGLWzW5FXAUr;n!w=gsC@o!f_$%AVmL)pX0W; ztQmMD;4WjcSm0#TqzmD-NY1m!P+ME{!s^d3SHZBsKOEpDYf$Ja7Y4Z!*<(QG1p%|j zyGP<$-cLPH_5{cRqhgu@DZGgaMsM&4X!T{1Is+w-Y&5#@Z);ISK9SnqrS}|jF`O2) z&B34Q3b?;kv`?(Pq!}h!a{<>I^e;cWa0YaVXtO)gk=Z}%NLZ>)_aaDenL7sXZ~SJ0g^tJ+O}UxXMh>2(pA z7_?2-uY0FQ@FR4Zy?d`Fdp9eRboV7h_f6X6=%Lt{#y{6`bO5a3!8)-gp>kV z)N19>Qk58y2%p9(zZVQkF_G%Mb?5V4Y7ae#>k_^X+NJEUjlY#ze*~0gERX zR}|U=r|^-%{x0d71QHsHs%~Z5IrjL9SGq2nm+!I!2*qq8u7Q;352XDbm@!AWzB{XC z)(AN6Wu3&e%g>o7%9alI?&Trk##(q{9+OGMB$Ys%SKx9iBOr*&LM>hGpv~K=7&ZAtTkR_;l?9N;}{fRqp&W~5R3Oo7| zY~x{@Y+Fum7(z60l?t=#PAGC)^5W`J7eFGmWAL;q zUh>ZGp6}6C3BW(A$xwMxuhFAl{?#{|$a`FByf%o}h5^oa#iMGR`@*3Zxbi%SkzH0N z9)i_70j+(%Y6mD_sU3L<+pP)Ft4aJ081wymk;40|6&(DtSjdfj^(cc-;X)a=wB(Rz z4X9-;aM|R2^J)*2QI;rRj2hHk^wsrFvT?RLM!N^zk5_=Bey5`fZ%xT3m=%rNn#z$D z~Bz$hknm3?%Y3I1@Mu!2t)lE$I7t( zButV`9CUSIB1QF`?wtd@ho$%M>9b47GzNNx?KLf9n& z2qF^=&3&`NH7#<)`25}luC*}@?X+3CzToQ{?fgx9e}EvmGN=pOn}_IJbe$@L`YtM> zsy~O4aa;@?YbG4%C-c5cGqms-J>0~D43TCC+<;_6k6}?GtP-%Lk=Ge3BMBADeE4;b zTvsZOps64b*Vy!aT-03{=)B);xw3%04mW+aKRQ%ytv?mKBYOw!*T#q!C{BVkbU?J5 z?ynH21vI?#@j7v|7a%9+o@!IICmvE=p_f%RnA}5}k_A%L6=34C6=n`nfXfi}fclj( zf*_`#t|;aH?I-Rvxk{J5@tT-l*s)9- zsoU(3jYt+-wkgL;V>*=uUNKZ2X9#nP_osL0Nego!DzI(@{~(&yfP9N4oN{+Zo5HGC z0uXsVMJe49K-7+-ug9V`0G4A3T-!teI4A#1W8v^oF2-}~|vxfC7 zWBMV9n{H*<`a}B40NGoTBU9=##D`+3&*z^Luf{tl@tnv6?=kA|V^XC*+)f-IMX(?2 zAQ#x;<9{}3nfqxa;=x22_NeJWsm%-3e0dLpDT(C<#AMSatcEmILvPt34_>|Bod_N{&Qr!!hshft=egrS!sF|LHSBTL7 z#Jt_Uad|H(RAd4>k+w~saP%AxiJq9W-44YIWsYRo>o=x!)52>-6X{IcHcSG*dw0wJ zF3k7Tw=bR5D9vozrj0Qq-;J3kF7mt|zPpiJp|P(mmeVTi#N~x~jH4DMouIe+?MlY~ zxP9TgNN9D%Ev$hlvjHT0jG&J`Q27nsw5hULVFwfq9UxRpZQVXDj`Yz;NuFj}g-2#) zqAg~Mve$!;sKd$J2OGhOQMl+x^KTXuq3`_j+aG7B6N&dSh#Jh-i#vYgYs2~`&_qR9@uI&5UAYc8Ub0a)i zS_a9{Lzm+E3K>$Yj=}Sp*(+Qp`YOx6;#jG{MOip$R4hSJ{L#gcP$)1*Gm}sI&MjmC zy69E|V;LRy;YA)h0vV9FGohbq0^TGpeco$(g>65=ro6!;EnUzsS{>kxxaKG*;p7BF zGn&*tp*=B<)>o6(`eLBe@&5AX^`JGY5!-I$z9b#q&GA*A8r9o?bV~L7LF}U|yN&m8 zh>XSUu>J*vae(!|+ZM{Gx|-*?_ksLbHuMoy0^R=ayBH_my?XZZEokVO&boDX=HUKt z^u<4pGVuxii2Fd^`Am<9=S*+U2sU+3EMcy@ z$mt@f*Lrv$|MNHNC&U1>`QG^adn*-Q1oOFlC0A^=bL_V(m`>xoCGS7l@(bQFAO&yp zJ;wmJ0um~dCK{vg^@einlvhCv_PrtOtx^UbC|TZ(2h~u7o~3j?!oNkC5SSY9M^H=< zPJ0Q#aVIqv=ki}Yy2yX_hv59~WJzY?>dJ?ju_+QoSbUq=jWOCEvN}RZXpR*i+&fOT zs91*dO_m4ti}3pAd)$)k3&PxFYfNQAplz~z@hvva^!GDY%UW2tr)Ma^C{|^xffBBR z9C&mJ#0@i}C{gr-nrHzTZYM`nr^y7fyXj|4!=KOHWNjnohmT5obPoLJHAP5ur{C^l z^s9-P`u(s%WWTANfj(mEQy>+19|2SPX<$w;}OPmv zmOMJvow1e%?Ax5zm%L#EW_Z^jkL_;!#k0x7QaaaVqLb_YxcAC9w8rL#)gQakzPr43+#VAFuZMUqYpVYNXEn2>I~sHMp#YPREOEIzZtS z-1aClT6%jwnW=bXSArs|;hY^t9+w8E+Eya_Yxrl{ZBuHPDY*Lq@P_3HxqzI(>Y)DA zedZ(u&)i>Gb=Htax!Ib8cmUN#$ZI<+!|b9UQ=b6fkT`_4?`Q|@7?(^B`5VVzf8`+; z3llc=;yS~*n91DxzT4U7vGU4VxnXE-5IfMl+pUTDi3%RnRWeipH?Qx|<@*v9Yl z+XlgK$rPu*G@`1>kaKB@5X1|m_RA*C(ojZJuq8nuA-T5`7=2s7Tu`#+m4FY6IVrRP z1|J*y+AzE(gLTmtjr~ikqorR*wVm|&u>6y(U2V1X#|%^UI3=pk1y4r|5l4$`&scv> z#CCMwmB@d5^E%Y^?um#;WyMw9&UX5SD^wuf!Bvn2N>Ih-{Q&np=WO@&FaxPQtrn6i z*PB{>W*%Y`;V)lPy(!|?U5Pq_7^H0n0|?16uxDIxZtt@Eo^*RII7Oy$OcfG4Ko080 z80fixtv-@^7n578yteU-? zt12F5jrOFWINc}su7yGD3-mYgh#x<(#Xm;g8TOfyy}lJ;arsjxT}sP#$4j6yb6cIi zhPcJEMh9U&T;~R47mlp#R@^yZDm;q`3ow%}@b$M}Q4&WV@kEo;Ci*T}@p`*#1Z-%` zaRM2?aG#UPWEWx6VEc-=qH(I%VeU;AeM*iQ`qzYSl&J9`zkrEb=5jMN5P{=Zl{ z(yb1+)1dSPd`{xz6N&>|i}?_ADKGi2ttw|oek613kCi|@KfVnYlYawfSE|~RBoYnr z7dkT)A5DmXVjgBM-_LnTnau1EQ@0dUT=KEMU#%{N!xx3R#h=r-&U?gO_`uH6JNMMI zLj9kNr@MXG#^_`?6s_lIr1m^7U+8hh&W|EG?sz5-FYX%tD~5j4{kJH%A0SZeNl$h0 zcyF-OV)l~gPyr2ZfaR77ygaHgV>1GN4V!L}&dvk|Hltxv;09H^)A6f5-nn4PSi%BI z+gP_rVnvHP=0;iEPWxk9Ql<*uB+vQWE{*3N^(mIeB-WpV0s-^?_^F3;($x3SotlGx zwNe;h;3qeh+@CC~*vN^oSkq#N4t78qvTC9VVe5Hhs)}Xz9U&N9sx8BLm&OaB{db-{ zFx7&REn@PkH%ub40u6hg60@%w@SjDzzS{4;E;N!EIIpRYyO)NnS362VaAcMZK3#?j zk5_9b61auC`7R_HCcfGi`Yhf7#^TETLvpfV40sxUF34pw`1|xyCkb0qc}soRb$D{b zrJ%b!m^hm_p)$VCNxVPFfemNF=^ZkQ5rTQp!=j7M|7QW9!+JduW8j~dJ%pu9g{$k% zylJ)PMZrQ(QCowMXAV4b-?J9>#eVRpfQVsg(kYpcZmjj2LL%!XVpmKM&xKGdPuRYUGYBq+zh zjmm=Q7!M7*S4Fb{OfpjD!56C1A++1MK2*gv{d;Bp;u1;+5{FTK?fNy?z;{qZL7W5! zE$_{kBsXwXS3hdK_M)>&NrNiQ>j09~!nEdce8C}bPCV24`9|mAkVP$q=Gl9#TDR4; z8^hSP6<|9%ZUyx1V+s)bJ-zKw(j^mZdK8&dFX>KppIcjUp;OLAl7Ec!J9=Ir=3n}R zX**gaOX6h>(~B>M8p3>+Ghg;?&2QQC5%|<#TNdjc6IPVotQ(u;|8xS<-?|rT^xm_I z{_!PCAXXe0S#$0rbvy)jvE(Og;@6%ycqDO<(t<};V3@WYP+~#D+er=EMlL)x12>|g z#236juQ0U*cF6@{p#ga%ECY+B_eTGrGtB?JhRRM`%Kv#lrlhx1jt2yUGR!w=gxfnA&u~9K=peRS!dZ22^(uzbbjdE*cZiTwog(`c ztdMu;>0jN@fo&+g-gr2SCE|*&!^KqL(nPYkGRB>!V-5pbz%Wds_9UjQ=DhBRDjxZ4 zE5?gz<{n^59GeN1iq+J=5f@0319{~MH0a~q2K!7fuUXJ1kZtUERAtDU}JbtgE zKVxy#A;%}7k8&JSnM%=9Kdr(*SHZ1_3aS+Y@#&AImATs(N*zZ)xR`-7q`>#IEZ7~4 zFd{rUU_MMy3wX6dfsc12MyA3N;itMknacMHH9{~4XwVC(0?>1~d4H5L=UZ^p`2xX$)=(TZ4&i9{Xm&> zx`x*z%;V)mMtFF76s%6LWvU3c4>#((5H}67?)h#qCJhkAppA$!-f#WJW^=1JIEzV0 z?<^?N^D=>L_Yy!4F7o0ApLK-=3LJykg!BSjzC5p~cShRUxOkXF7u!(~MwE02z0u=* zlI%P=`(=BYY_-(9kmXrQV28@OC*blX7`<`c`_Wf8#hty!M%vdVfWz*aTX6gURMiaN z5g?Q_=nX%X`Kc1IkFeP$H#U;Ja9dz4QV7xniz7+|$R>EI&Nd+rkQuda2p@2`U{WtEY1RVN#BaD-nQ8jUo zoXM2CIObcvBq%)^eh$hnqT2YDsD0?@I{Uh$micJ?*K-}%c;8o^EHV@%ByWi$G0E!1 z?z?sdGtevlB{g6Bt`SmaBxuBSiXbOqBSM!&$)>qo>loe;4Nba7e-OI-hee@;IuEOy zxP_JM&?qAt-E~o35If6;F(v!k&FThtofea>F#4`DVU*;=)%o9^VtVkNtn2l##g?jTqJ2 zV~hm8qubJaW@e5X&-VPUIy$<%?alZeDGl9W*13tpO-mq{9PM~qDBGb2HYF2nEUAF7zO$Aqwi7kD|lbYvmv}5xs z1X(o?f!Q)4Bd$Y8QIkua%G*tWvwr<-zFS?{-Qci6&wwWr^b3StqvCKXgV5 zRjx`LIkxS7Vr3ej;XQ2vb4(%C0)p?jNS<7b&GO^M^>);KT4bv>!$%3Mj>a~3GqcMG z1Bz+(F}SeZQ$@djc~Up(WI&>9qFs3Sc5k&_JuAcG6_t=AOn>)gwu)=0-1vR1%8ls{ z3%e_$>Y3L05u|G9VZ#44_LWgpMcvv4h=70!h$3+4lm-cbBb|bDgGzTxb4Zaq(p^&0 z-EpM5ySt_HY4_v|hbhC+)Pj4+7tw|VOmA%ALZtqT>dA#Vg_|^0JCE{JF7wji0YE~v_ z}$c!^l7>U*AK zLH_h*7@q$!4={fRQ=3!8e?J4cK;3(AUaiAnW2)Ffs@D{)SzdqSjQanAy<~G!q|Ga4 zdbTYWWG<30eMus5oF)&KsotIFJ-~A%ys}$UxhKjWAng*$ginI5i7c&t5^gJ$D3SAX zBtv{MO$>IM)a=`sJMOOu_p(j+D7;YI`VUj}e7lgm(aU#37T7_4Hm__yEqMbmZw`hA z_vI+R2|B!G7;$?^Wbr0rZ2dp+PWZ>agBvwnV#QG7@~@$^L)gYJ{Xw;_M2 zgF0-jZR}IIt-cOd--o_i8TkD&cNQ=$3oCrf*4R29uCh6Dc=aN($#y{_fK$w+px%FT zLY)B~j)!K%Mx^Mdopv5H6jkw?Vk@dqiJmeZj4=Y-qJ$xYe}4(dLtgwy-FZz_v26A{ zSF?*X*J;oq4u~gyMI}N0i$9MkoNKPQCb=Tsh%+_~=h{X1HMEYDOJa-~)}d3aS??*v zuttG6y=d8i%haD0sW;FcsoLbSxtruqA49`#IK_rtoDg#^E`5Et=8cp}V2rf8&)6)+ z5a>I=LAEf_=gWwbF1=byczy9vAmY1jLBd^C5I5Z(S zm@-A^W?X>%MhLBb7iSxw@5{Vxx{RT${zkAQDzMThocTSW#>*d{HFV{01b=$r@w;bD z58`Cv_6BpKwcEoq&prN?H-5ydVhR%q>*m9YA>QgG1AAjf4(61bxK5#?2w)b5XB8>|jxN43;`jRabe}?xt zKh6C7uu24e*iHB&dw?Bvc?}c8)U-V@k7g#@s=+b&cU9Pzbypc;$hoI}i8g~)SP<%jyM;8;Hh2^*B` zjCHGH@ah|R>v<;YFsEr;>L>aPr`@~Nv-TiI;hqeR0QYcqN>{GV&ep7LV@p5u`h%7X zNs#KXdC7&JNH8CDE6-xH7Y(|%zfx+f{jF|rlbK|_c}3TfT9fgzJNY|h(L7w%pp65~ zXDSmW9xR{6=wbTDJ!&foBzId#Wr9KgxEU?et=W+x8?w{Kp<5^mDhqJ@_(gHv zWT>6`i$6`LHt&n?^9FyVz5oyW@L&(0nm4|&e|pmB|0VD#W8|9-E-`DL#2tIx#A%#5 z+q%46-&Fw@Uz^j_7UYueFLw9x)iy24YMz?a;bP5_cD=fJe8av4hs>q3bE=9v{i0a@ zjzydFw$z2U(`;*JbO?9K^lXcwn)1C`GB_02V?$W3_l#hp|M=*dEVU84zX6Hou}NP& z{R6(GW8H(?sR*X#lr7a>z}UtUj7D8p%KE2D7EWhyyg{=9>Qq4K$rP05BvPRrkHq%! z(!qGq=MvmrD+EC9Xe_*evEbqx^H(lf&ue&u^4%sTUW=hrk{$gFSaM8GceIkeUr=qh zgcIQ$;mk3K6>1I_p5}*JNv7IbKyR`vJMZ#Pho_hT#@`&~icw?>UR~G4gEZ5)g!>7W zcZaeN_GHh^H!BsOneI;KJO@;7mRg06ElGwNWPCf5y1f`YuN(My3E_UJ_m|&+*+t~S zTW_H(VM(MFXktt^p2oA_WqnyH(*lg29_5Aucs}nJ)#yM3^yzJ@o^{CXU9=bS@@ma{ zZ8z6whWSH|`kM%WIln()`*C_zH&;ni*I2m3qox0T17Q#|MS|0j(rN&095>c?{mrEO z54NI~AYfAF=%;T6zoYgR)!%s;E=F{qiw!Z~JbGBiMmY6TMU4E`<&)BC2|GVkLt8R4 z`XPv*c9K@+S9BRF3YiNjPUwMJ(jK=SUNzsWYdoG$N0(@~xs67YTI$1%=V0f?2+Fc_ zv(AlwJM_da)^vDplWk7dTOvhtex$1e`>AJXm;=HF(yAfY91`P603QsYCd*g? zy0raF;F{;n6pU-GtWs2%BmuVCO+B;u!98TEqtO!V2-G1v1Uq`{bt#Ev)n~4%e%+Gr z)cE*l^4y|x@5rlWJ92S(5$H(TyXm`f(r1i6g-GDj{jsn%M}MjH;rp!bj*=K-Pnl1; z&=O|&(+&#y<~rrloVckxJB( z6Z;LVoMiOd5pY{wO^457ANLF=%Ik`=yNx{Yi{iFor(=`8Rw{sEVWJ&rPm!tXn{=j} zHe<^}i-GHvx$|CZKSIR{kfViEYDf<`!JxSOvSky_TLQ*PZ;6cJpUzo6jXf?@MvG8vN|{Ihbsj7DVj%yP1i4VQLOd6nxi=--x9jj%vR% zNdt=8iY^PDps2s$y+3X|&X)r9bZThK-zv;}Z2~B%O&?vlUrU~aUUwzq2dF17Ug7yQ zmOdya9jFC<<9@Jn+DsT-N;sbXAnZ)$t$*oyn8k1Z^;^5Pocipf8bgF{FzE35yoKms z%iW6AFxS#e8PsJXMg`2ndh(Yvi`Mi#M9LH9e6}Z#i**kMaj;W<`iUbv^4*}hYBX87 zX+MYD>vfWTh1^)fO=(8K<2E)VC{728N?Px@gkdj}2g*u+`w&5WI$Ge)4G>iM^6kAI>+5jXXh4LeEy*Wg^; zczO!4?g|FblO>drKe)V&?Q~8ds1CJHI?$ubFcG1>ToX%ZgtL=nsu)_l)+zaHR5T06 zRm-t_NB{J~V;`Ao06Ggs&0Mh8967Y7CX*@q@f#wJ^&nc++z%tIP=~eG)#k4PjNa>G zY3Uj2iK!ABf`GVGk1MPUrtU#7{fF0vc0eyj#p>Mbo3fDYtgGOxCySjd?N2z{iYsu( z%}NMd$WCWtN}_ExIIX92cw?AmtrF^rVN3{92fs@H54!CNMdd*QJw;oNX0$aBX1V*6 z~pByT>1}Y157nj%>j#;JqVsyh562{f*4h84^x%R0>BK9U=J5y z19TsH!TiRBh5>s`z$F*sUWo?n04<2Dql)mwlfM0X*}J~4$EVq-+(ify^r|%mBY^R& zL%S!e-K^CC3o{sYP`i)PZNSOg=Q^)0!$pXe!V%`T8t1sm-KS^Y=5ByQq6EVwhI%yT zjkl7%NcIp18oIPtjIKjN$sy^+Xn$|Eod!TXV{gGZ0@n`IX&QX3T=n4=_&1D4579K8gjd$EE_dPXbIn^7ZaFw+|k?+Rgn*ze5D%;m}~G9IG#lS|)x zfADd7h2CMhyu~M(x$oo(XTg{1z(3riuOXL;kPa-(^H>pjwenMZkMKSdgKLQK2Mq?h zxdK&lk)d(H^n`wpn>gcZ59&e2S7B zcU%w0y*b(NwV10D#}YxMpOrmDvu$X%ZGambzmEc#xtO)!pHY8eiIH>GaXtkM%Um&&l12l|W*aLPMW<`bmEoJt*utO=llFSbE%Qg9!@xuxuIAcqL8jpnFlu_)lnhR(>m6bOks-zRwy@q@l;; zYt_U4iB4x6wFmi0u5{m1l8sFPs9JQN8#9N+wF0^Zf@+2P9zrv@4#zO(D$|+QPag1G zfrhEz%SeGN6j|zg;;_XzuhtFQ99-Cmfv8ypt;+Z}3w^s-6W=Bp(T|26oLRJO4hKgW zOP5P+3c0Em2|;L3Eu1LQ#e_R>K!z;tv15Z(S^~0ldb(&MpYz5EZ8& zrnrAs7RFOVmNB_XR$FMN5)7z3VOwdsDN*%}1f?D1-^g198J0OIr5$2r7Q*s1SYB3z z_M)g$3bL#IXLlBvo0#nPYt?ifuEnmTlh6K{}!rNkWY#=oAM zR5m}fQ;l=}HHG5j2pL*4;`~=|u`xLmlE7kNt2&CUh8Hp)q zTE{y1OxMv|nx}EGS6~-{@~>I3maO|#>dI6V&Q{EaphWc$uhZ{xepi2Z1vkF#{g|Ls zhxjL)Hyb&!4An%x%RPi7o~LXT%Lzd*8LehuZYHQRAPyy#VhP(Ke% zNO70Z!ZK&QbNvPM0`{Y0i+hRPLGCvU{>9Y40-qwxRQgV~LEpL&5YiLNSG!1NOIJPf zA|74sf^XWS)ucMMXG5R#o=(PZ@i`tmw$y#$qo&U-Qp&~FtOJP#Da5*gE@)qzry*~2gAjqlp#oAb^EAP0en zrLEmF2T%7BBLb%{g3FkvvKX_n^|pUd?SM43K}?$8OlH};)SPNvniijJ!Y93M5#M52 zPlo(ZWIobQk8cE9F-%v7Bcf1CwxHYU)D&=XxYn2QV~|)C#o;cUdmYdGwHiwTEE8R^ z2Vq|u{^M_II0Q^#q%4K^hhPR|GqQr-Y$V4ai+AeyMn!vcz796nLVc>oQ1%z|Z)cAU zch)C&CCnG$=jhXHbX(ms0FeRyWiR zox&^M0oXzMA6rCevu>O!>V0VH6#=?x-{Xp7$n@P~z%R(D?=UxTVqb_dOqgeMkcBs&?d_!YdrH-v^05(sGzwJ+3tzP?D?wLh}_~3AwT7U ztne%FZNr|+e9OII5bMxwG*iE|Tj#YMMe`q@soCku1XAGrUT^}$@<-7Qpx5T~{H1aCHwJ$I|{PmGk zu`3D1UlHpPjB2UXX3}RoAGEgGy?{-JJBpcaX*)z@Ehv%**ZWlHXuy%Rj}oElo(xS5 z5M>C>N<=CEA#YBJGsh{ zu)CkEmQ~jpVmy1V@QKl+{)Biqt8$-_!aZpf3K903g$OvEYHh{joI&(oKvZvF=!T7H zM@7u?qxsV@(FW~`R7P z!CHlUD96=@(sw^j6>U4RZyb3qI`$ka$BvM9a#}NM+BQWPCGco_p1@``k5IV79%!1# zxFMo(( z3N4t1lEfyFhq<*0nO9)jn7@exx1v&Q8ZseEJ7KrJK~TI@2W}B&*ijIA0&rVQItili zF^CDeODnbzd%z4Y2HUxa8Mwcg9OtnCjT~124D#sIDc~%Z()OHl zEGBaGVw>mq(-zbQ4r*Q3odsE(}c`WQEUF z0IC-~j>hPPt~TTx<`3hYJ6c7qUE65RXrTzu!l+{AE;_=Xyf9V$mfHJzH`tS6DERBc zAS%#zpzCc!EmPgl(KMi=Z|#45&6u9$w_BvQ;bZP1&X&H!%sdwQ3U!qDvgq+W?R5qH zrwFiRg*BQ zvgFlRj$0Y7ilrFYP?)So5$#6^H@fL4k>aX>&{cDNF&7f^k0qy8t8e8Ttti9&XI4&&xl&l|912rr1>3d|dzASsx?pST&Strp8HwrrvF z>&O}JI&!p$cxn~EU`B10Gf=f3cn;^;zdLLg!8?Ny}g@SqVZKC?P(+I3oC; zCK5k8Or_-=kd!tRTw$V5SFb}lVWGrT(VStEU6bW6Z*Q9ko^dU8T+S;QNU##X0 z9nP#?<{_8}mvZ<6v+cYt?;^+qht6lwP|6AGJj^uBMa%o}uaE_ov@N_8`(ub9ZBx3T zzHCs%CjD1SVV^_eq@^gJpVPQm9_60txC+k=$SPvz_e*8xcYG><<4!F_60z57Od^(_ zzz@*}LB6T*`5kZN>Tu+WP@qIA>Mu#}5FW&%iWaqk0cNESoFs#v9Lyy-FugjS3{#hR z0UTD?kV_}q9r0Y?02e~Y`MWF!d*A!~N3rA6X7t(>*g5v#oXvr>@JWlH!M~uy2+q$4C-s;eXHmDO$bO@RJat zoAcqWu>6@;|0o5O?WiB;6O!blvaLRRbL=`GdWSOE?Pu2I$nDQSpdJ#UDyNUfo|3yy zhGcc6wuh86CT8UEv|>Lb&_=wrTnQCF>XjAyu0NvlQDM@#ySxL0bimahm!Ul!aJ(45 z2kB5raf31KwGa_;T$<~q!9j;@Q+%S!50((Ql8Q>s4jj==3tUcH&CudF7KcSZ26J-v zSme$mvRb$2IPm?mSNH`>_$*62D4kbXTp_xNO~-K;&s|jP2ZoZ&H9tG~eIah~@Y+es z>140~sprQ|32y;6EA+yBi-uFcFStABU5yATDU<+m$5*!qz{ovlEGx$|k57eXC8usyc!gcEMO47x}@PK~3 z#wF&b!&N()BqfNJtapG5$UE&2%D7Ve?5Ae#>f{L{8eI2mF82%s7l;OO3!&!|AN|`` z@%9R9J5!)fGJP?n+JaNhzlp6-9H-Ave_;f&PrpGo`+%>n-p26=|_Rk=HXbKBYB-uZXa+KO9e^WZE6cQBH~HU;$WdT4V6b zX@%nB#x`bU6Om%H3NqIr$0Y@0fiP|$5h!i~8ke|Uxd8dl#cCOJn-aOwzh3x<`Fj{ZZ-17ldfUZ*k%;8XpW+4FRkqj&b$RAw5+d31dm zZ`5+1(MdI}J)Yut68dGoTh7&I2h{{zbnd3#jB2t*`T#Wl-b=Cag#C--G@|NbR#{i; zW6;OGsI)V4IhCM@TsQF(Q`G^42VSsef2Ti{(i<@KU3L1uKVn?Hq(r0H^ z;k&7(-*tKeRq7|c@YihCh4RLcCRnwPtljG3Lz^lEZmw3xs@Imze!U|l6jw1w8gZ|K zY$w6i$)<6sW);Z@rS;pd)%;LI3tDW}%s%Ni7DWt$i1wrH!jq$$B==b}(8Fm5A+9%D zT!Lz{pTulh-1Dt$B(7PE4s5AyoZtB1lO_G(LaU%2BZK(;LMZ$>iJ1eJ{4G>EC&*ZS z1m`(@3Jx9&Yo`zWI`OLn%;(aKCWOcO6Kn8X2%Wq`!j_JpZCvDx93U2?@Wf0P=7ON} zhJAmVNLXkoL^^27sT9SDks$Ze3slOZH!P9Lf6fM+8o1I7XI0N(#!O8Iw;E{o1uw3H zGEdhW3n(r|YNQSVeF$&eW_=kzek8-jmK!c|$e_OP-~I*67anRJ^bRGjD08DZl-6t;gC+peNAR3ZdVyqi&y%<%_;ns zEs9j5eJ5>(=B98I@#e43aQQLhdB}b&Z>+r?I;xIsJ?`#yMkv~j|1}&Ye+NeV5le0D zs=9@bK~~#+R&e*mEIU&~(;>y|{G&74c0<@AjrF05wCoa)#(%iSPOi6fi)lPuK~bMBnL9x~4jA2r7szn0E}|RO33TB^wFRWD!s4 zLg-*08af~-hsApxJq3)S`x+Fpb}`74H;`6<_;khRAJOH`!Rfv}c?DdbyblDlo?5k4 z6_AcTD{Mz*b?*UHp}bwpQHgTf;IE>g+p5y?re}q0adMgOin+YqvruO%dK1H4gmJTs ze023I9+KWajK+TlH*i?1$mBb7aoG4p&Q*5uG~rM1VCd6B*?Pl9Cl`EPtG_Hi&w3M{ z-evL;3Usov#H)Y9bV@c$q+L0>_x1~fi?rYRQ`S<>;P&(4Cj0EUr5^t#NuG&tsCo#mQ%hOE`A4EhH?@ZUL-h^=P^eUGp2PEOtC^9(IUtIKSS=xrzoX??Ick%Ajcsd(`8 z>{OKrQ|zTJ`iM-Z#CIJVyt4JRmBah;nJg++p}JgQmx-J4XKvY5z$@pYvgv$i&=dGw z@I}7j#ZyW9vGbYO^%pVpU=B>x=h9qEVcD#*iT6Ps z*o6a3M*()$Qlj9|_wkjGKo;SK9f3<59@0{hIt<8SuZ>ZBHY&lRY{!jKWXJwszPduc zt}u@=W~g7}l%}`Qhd30mF7~VFE1@GY>rGf#H56R&1`rYLSgh|jBChnAKn00E>Jd!r zzbf#ZFoFhveM9&4ny%u5Vr6al%KXMRA!9jraoEs&+fLu_iIz7T72Q9}0`s^1P(@)^ zpBI>8dAJTS7DW`Dos~VQCN8J{>d^8**B#Dfb0f2B)?Hb-hfufTSNc^rS5)x7ZkLz_ zX+-Zi#CDE!)V8Q&1l~+MI_Bf!a)3HY%Mt}@MtUw0;SC=uFCN&GR*Lu`70EHb8@&nL z!A>+2^+5&V-4*NI;<*RLw~wUUo_%a_HNbXm+3d%u{ht$@wJ3heFa;<9A8tV_8YQ3Z z-WN?RLoWRt3nRhGhh5rGAc)8Vb={ejvDR8nTx4g zTeO}dagYDHJ-1w3tKEbGh|&rMW50U;RmWmOrb&1%L*@@d zcrkmUmD@|V5wO^Ix%2T4@?zC4a>Vo0V`aL}FJ$Fa?K2d`;>)!uTw~O2JN<81sfJYX z^6A-S7T95Ow`B6@O<*yN0+ANW`DC6xwPL&BIN18&Yes%Eq+de*nxwaWdyN&9gisfl zu2~P>g6{uNi#bK4@!T}1Z6B=R9XJLo1V|wxUh2>4iG_TRb?9s5$226a2}^sraw4_S zWy>FeVQ#PCC&r6FbPzD=EqL183Aeg&Z1=Eo`9V5bVRTmfSU}5aN8bDcve+q!sSsFL zdpY^bi7WqTjCkNe3^=sQWlLWS|KlkkXFbR@PXX_+I@1niZCI~eHuxF0O*o$-KkkVl z`f`_5&vy(R#Sz@T*TAMql3@L=_*#~pLLdVt^lT0NYbi~H}nVs-`m)F@kT(GsCODNt6sxozAqujr!K{1mFh8zJXiYgVf0Ws zVMMl5ib+DJDRRi-VxWPw`zJ9z`NUeBx&dj<=?N0d^2(Cu#kB9J+bqj1gqO2<{A2F~ z+ORxPN4jB4MJ1b7ZF-sa%V7k|sR8`G(w8eC;=Tviy{LeMYLS@IO2XN<77{5>xo!3#jgIzH=*Rsli>bd6lfwO*e?$WHk#Vh*>Yd|p z{H&Mu)<6;c)199Ho5AsB200Lr2mEa%Pg|;t6H4hsKRjLo3$obx`VQ5Ma(y<=j{ar^ zQ3SS1`&GxmSVePxW8qVzs()!HOMgTadkkpz^R*ZB$y43PwhyW=qvL63d$W7Bhnd2D zN8p5Lk212ucQr3~F;W@|(h44(J(#{3an}F|_#K2cTy^$PFL@>FkuoKm+R^0h@z(`4 z$4SnGoo~;0v2D(7A8re8LMS`%s`QbtPbR`UVZ*mC@zkVBX@^zZWFBiKlmuUS2_N9J_64-gCiaR8ftT344K~1Z|WU&sbKbCS3;!s zP7>-5iLrarXBn|8iU^-TeH2mB8moH!p#!5Z&6fi}Kb24W*Zg~FXA=B&1z5(NqWw@c zO6%Lilfd4!j!t7Q7GEoXwQzsd=fTo7(^F&mh4QetVW)VM`)`a5T&v*lz80B10D|iy z*PddaqF#$VG8%%*a`a z4Hq>M;qRc&HH1#$HuF1kb|McF{@|!oTQV}r?`^am2N?{eom!);rWM*-R=Iu& z;+%-UALTT^-NG09(hUtm#IVwYtYw2Wym;~ zBSrxfqd96oD)1^Emm{7IeMl$h>0HVk@nVyQ`D^zE8&x;g$B>Mt7q2wJ@bvxi-9_I~ zJ=uK(^LUFgl+90b8)(SToabTL`CC>AOL#6R{|AwB+YiG<4JCeIr64Ffex24S_&TE8 zxA;s&-d4@-yfpgd%Zd$zA7~hk7s(ST|Lwktq zQ|MS4#khKnlPbaZV9I$McUmxuYxI|ZO_`T!nAd{$y!M7pgs@Fa)*6w zQ7T}sAu#zJt}ovif0?6LOVizZ0<`$q z#{#id8`}g7quqN!vQSvE&bdzMDGNX4*14XtQB>EbR8gHUN3#$u6+RfcUQ1+(h!Y#ok6bas0E-JKe2k&y5E?(C4W_?bMI>9=^RDizAT^(zd&RrPV zGh9X|RP;HV1`=XLw`F?Xl&q-o?&)P)C{+9H`h=!Egt9<;VJIQ~n?=#dN z{^Ml1qgyU}OoJav5hK>b!O-lMgW0zX=X-Q1t$C?_Qn#%x4EY_{Ko?w8(fB*5VuFBN zFb(`>?k{8;XKZUr#kdxO^`1a@i*tXoNZ2q=Ryf*}P}oU&kk;6Z7fVbt zI^s?Po0(xX;RF%)o9E{1&Kt%-45<3WKl0dP&?02sx*Nrf=>(B@wx4|pqa%xPZuE}F#b9eYM)lsYhcdxNrb6Hr1 zJP6{eE6gxCnEoBbhnrN$F#cdNg7odA>($6qj4R$#{SPvdrZ4v*eJUwXOND1i=dk}M z%*KjzOp=q)O3gO03!r*B?`uZD-ALv#jMg3}dDRp#?_`de$So&*$yZDcx$aV-VvbkH z#ME>?C$FEPKDN6tWhmFpQ{vhocmC=5cP&xnApC=b6``#Z^ZD_eEQ{x)9`i-^3WLUO zwr9*-*ahHMi4UO)p{vSVH)!7xQbY-7?&e}?{^oC`+rFiL^7%TiGG}9c_VBryny{Eha81GAGtrHfTIl2t>RKW+e{&{MQOAjpZUOK*G0FeeNq>0l1d0M8#=J?gvwP31A0T zt@BbnqGcJm`iN$S!4r5srS4B$B;9a!*Z?Zm-97IOxEVZ>eHiF!pe5T80LL8?L#NzV z4#TQ2EAQH_MMp`Q?fxdg-NH2015typ1w;cn3IaFoEWxAt3tP!Ga}h1ZjOv=5Yyxz! z2X@Qf|3d5{^xH!()w4Vm?t{$iN824|y#-sM^qQ=@J%WjrR}AMjUxaO4DR4Hs@(##X znSKv%8kf^>viuspRcjLIBmTAW2~cOe!F--`r_>bfYw<|{Q&_Jl_X$b-XouoFtcBBHN1X5q5jZa2C2d*MZs_@uS4-9S0YMxebEtHlR zXIX^sn#sGnm#Ss{92~R&XTYtBETy_Xzg%>C$~a44!}3qwNS!%@hh%aC3C4Bg&NY?s zaw-7G7*K+BXv2354Hpq3l$^$mj{YuZPxu+5#1l(ga=1P*LNhG&J$bZ4SjM)iv;~j0 zA$chQya~OUfbaF2T~dY&Tm6x^XrG(@G;cwIXfw!!^auSk31zD^-qU`mK$}1x(k>=* zl%4-=T?sXdZKZriTEuh4b*YT0KNQ$V+XiCP3e%smsbwMV1jW1XwZLqcztO73_xZ88 z`-n#;;pY)$c95c;jhn15qfT0vpZt<@UsxxHsq`zqc!Wh6%J~o-DyAwQ!^y2`4Wbgb33zA@+-eP~-35NYoWX;i`(2K_+ob zR!w(-eKb?9?&MR24XKl%mM5DstwP%OPw`HgXtM7}#e6d}vm-Si;ThS7av##)qtktE z&e#e8`7fCKK8wk$>_KQhaA36N+@2TiYHyNp=~Eunm)+xM`O}(i3sBQDhqXpk6g0NN z+CLZrS_2|2W^OAHYyYtzJrqF5HpVhj2w>7W7^7q;U5OfHONU!h3!FMYkW1|F@uR6R zOU0}K`3ipLb485}J1!O^Dc`gGMd3A7 z54wCGcnjy7`X6^5gqFBvIgqe?GX=au7gaHX?<;9znf~V=mBk5+7t^?KP6o|i()OKc zJIfxHq#%|K6!@CY8g-Yh(RA|3y&d6_F*MuRF&n5>LM&=%E{0BYxgb?v+zTgRJxaDr4Z zPZ9NfiOOKm2_l<%phRzCNX1h#^+UpF<{7Fj{|Pbm_`&nGhE2y5KMsH6keG@tqB7B? zEfOYHN{;cNPBx^&6vfLV^o?x!N@#P~V>sohxAlCJ=^>{?t?vHM4K@Wjrx*vLuS(wV zV{goWY3amI&q!*0Ge^_O6oUyf;F-kX3uQ)>y>Uy#ffKaID{yL-r)%{Ge)4R zg!F#nZA|hPJ+%V6Kj(2`6{V2RAVh$i2#<~&J%j`=paHM~HtbZVX*`cyyR@%3l!M)- znbZu}dds;8&{+YAMRZviY46;&VO~n;AiP*((A4=(3ZCWR@z|*Gi()d%i1wu36VLJ3 zhQw!|2-Vd_`C`_3(#*D90MXBoL8o|wuu5|60fF4-?k~b=(z>h)7C6C88Ucv4JfFO? z&~&-w!3I@%F+DMGGCq9*3HfhWAbO;_d=`9-Q_*j!*F)3+2wtx-8KZbH0mmEn-kd5G z?4BVeUt=bH{QPW<33xRF*4vMKJkRmPrw;fqBGmyFGrX=B?cRKHk0XTqb2*pjDGi+$`Vnwvbn zHAvzvvjpzcWK>Dg?9cBKrVQ_5FkoFSy1<57XCa9344ScC>_)t4z~`NMP!cc~97q)& zMec;Q5HoX0(xPE|_K7i%|4oLiS!`ea5KAeY`R_>DGinfyvv`jUZK$C9FGp*yzJV@* zPwOOqT=SG-NwvaHSw>5Ucftv)Xz*wY+!kXuB+96~=0#bIFW#!KS^ZkO?F4cw9rAG zGcpv62qh=9EYPC+7Y`xbZpclc-SY|vT6Nx+)d($@zLhj*3Llqhr(rfvTtjO_REpO?B*JO=TjV8Uf$O3P% z^KVYP)KT6w-Y*p*$YyJ6k5yJCmlNpCuTk^=(Hl_nLaB@4m+H5qmG8ZDkh4CMZIsj&JtzC?`7MPeU6>5IlQ^)cM9(%s zJd$ZT`!A+2DcSZ%G%iEHXt3H~+=;!sDx*i^5V5up=C+HA%|k~W)-jl1n@?MgP%0U?*gyTU;}RPiuz1eQPZq#8mbSpIjrWt8st3D*W3o za`Frx_F{KUv|%XvrjT4f4=6#Y^sfVgFYcW1%(1YlKei^^d+Zwu$fFxb+&y@;&u+94 zNi@v;^x31Jztmj+YeNy@-!Q#SR&sRj-G_JN5&d_GXOE~WFR4Z!&;6H?|7UVXb}aKw zxZb|f>i?nl=+oig%hAsS8~=yCbi^>^d^m*MYMVE^=?is0$-v0eLR#_96&AQry=^%MX9Q{ex1l?-;*V@70g l +As a third example, we prepare a tools file called `filetools.py` that has the following code: +``` +@tool +def list_files(dir_path): + """Returns a list of files in the directory path""" + import os + file_list = os.listdir(dir_path) + file_list = [os.path.join(dir_path, f) for f in file_list] + print('Preparing file list') + return file_list + + +@tool +def rename_file_extensions(file_list, old_extension, new_extension): + """Renames file extensions from old_extension to new_extension""" + import os + for filename in file_list: + if filename.endswith(old_extension): + new_filename = filename.replace(old_extension, new_extension) + os.rename(filename, new_filename) + print(f'Renamed {filename} to {new_filename}') + return +``` + +There is a function `list_files` that collects all the file names in a target folder and another function `rename_file_extensions` that changes file names with specific extensions to new ones. Note that the second function needs to invoke the first function as an intermediate step. + +We test the first function as shown below: + +Get the list of all filenames in a target folder. + +Next, test the second function: + +Change file extensions for selected filenames in a target folder. + +We see that the file extensions have been changed. The logs show that the LLM has used both tools, getting the file list using the first function and then passing it to the second function to change the file extensions. + You can try the other tools in this example or build your own custom tools file to experiment with this feature. If you do not want to use any specific tool file, that is, use all the tool files together, the command is simply: @@ -129,5 +171,5 @@ To list all the tool file names: and the response is ``` -The available tools files are: ['arithmetic.py', 'finance.py'] +The available tools files are: ['arithmetic.py', 'finance.py', 'filetools.py'] ``` From f74bacdfb310bf61df7cf86d38281002e4811c2b Mon Sep 17 00:00:00 2001 From: Sanjiv Das Date: Mon, 21 Oct 2024 09:46:02 -0700 Subject: [PATCH 48/48] resize figure --- docs/source/users/tools.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/users/tools.md b/docs/source/users/tools.md index b8f2f4e06..9d26155cb 100644 --- a/docs/source/users/tools.md +++ b/docs/source/users/tools.md @@ -148,7 +148,7 @@ We test the first function as shown below: Next, test the second function: Change file extensions for selected filenames in a target folder.