From 6f8a015145e77ee05f07b2cb2c8bb4e1564872be Mon Sep 17 00:00:00 2001 From: Malte Pietsch Date: Mon, 25 Nov 2019 14:39:36 +0100 Subject: [PATCH] add img to readme. update FARM api format --- README.rst | 15 ++++++++++----- docs/img/code_snippet_usage.png | Bin 0 -> 234092 bytes example.py | 0 farm_haystack/__init__.py | 2 +- farm_haystack/utils.py | 3 ++- 5 files changed, 13 insertions(+), 7 deletions(-) create mode 100644 docs/img/code_snippet_usage.png create mode 100644 example.py diff --git a/README.rst b/README.rst index f1b13ea21..262d1d183 100644 --- a/README.rst +++ b/README.rst @@ -12,11 +12,11 @@ Haystack is designed in a modular way and is tightly integrated with the `FARM < Swap your models easily from BERT to roBERTa and scale the database from dev (Sqlite) to production (PostgreSQL, elasticsearch ...). Core Features -========== +============= - **Most powerful models**: Utilize all the latest transformer based models (BERT, ALBERT roBERTa ...) -- **Modular & future-proof**: Avoid technical debt. With haystack you can easily switch to newer models once they get published. -- **Developer friendly**: Easy to debug, extend and modify -- **Scalable**: Switch from dev to production within minutes. +- **Modular & future-proof**: Avoid technical debt. With haystack you can easily switch to newer models once they get published. +- **Developer friendly**: Easy to debug, extend and modify. +- **Scalable**: Switch from dev to production within minutes. Components ========== @@ -37,9 +37,14 @@ Installation ------------ There are two ways to install: -* (recommended) from source, :code:`git clone ` and run :code:`pip install [--editable] .` from the root of the repositry. +* (recommended) from source, :code:`git clone ` and run :code:`pip install [--editable] .` from the root of the repositry. * from PyPI, do a :code:`pip install farm_haystack` +Usage +----- +.. image:: https://raw.githubusercontent.com/deepset-ai/haystack/master/docs/img/code_snippet_usage.png + + Configuration ------------- The configuration can be supplied in a :code:`qa_config.py` placed in the PYTHONPATH. Alternatively, the :code:`DATABASE_URL` can also be set an an environment variable. diff --git a/docs/img/code_snippet_usage.png b/docs/img/code_snippet_usage.png new file mode 100644 index 0000000000000000000000000000000000000000..89a280c8fbb8ef86eb87d153f48327c19cd543be GIT binary patch literal 234092 zcmeFZWmJ^!8a|3hHzLw49YYDyAf?hREg;R%Fw}sQbSWVq9n#HELx>zVg`o;#oWy03d8)KwMnaVT+6P*Ct+y_C~LK|xGfD=4r9q$xMjOF3=J#iB9~F+asF#eVj|zX@Ya-J z7^z&fg^audn>-PzyvAb8tJ?i6Z6m&M}|Ni)X0L{I|x^~8);(*lu8ps53T#VWGJvX~KxP3X? z>#8r?Xz{n7OUn{t5#q~)31RQFtM1P&1xZ@#&ADfAO`soz#T72Kv2K`atyFw){prB^ zkFWptrk3ik-FK&-s7ZNorU^wr>}2a@5G$mmM|+&`+^VXrx@VsO%KyFh|8pW68&pY2 zSR=g9p3lE4yT4Emdqv9l9G^Dp#7b672$J&0<0BujB!qh30;Xh%p(vcSAnl@){1|jJ zH6PiTYu;eXMfF$d{eCUXtRW<{T-|4IX^4G@lME7^r1B1h@$Bwe% z1d!Cfo-!E~G~A4#XTsmi7~a0Ryg9gtxGXgkN{q?<%Pw&Q}(Q zBs~#w|8HK#r$KyqcXCB4E~8}2l{8CU-GF9H`PdrJi0U=1J4`}3l}58NH}ZDv_gkj%fx z;D3UW{{O0=@EOB}JEGByDIU4A6tpfnbokd|D*tKN?VX4i{DH{7Q}L4UM>_fcr`Lg6Wgw+gZkhR%2y zei>oZetR#imS^6}&K^4S?nUg-!}b)4!^l3e^?MgK!1B${HpP)zeIC?SW!_zJqBT8Y z2kXuB9Dx*uuhZ}G!%z=*n%^X*-_QLr?7RqiP|RE3tJnl$KNV#XM@VSj^dI-DJMx6K z^1o%zK$z0Gi49nl9w){B=E_tFlQgp@fB`%4AX>(r$oAHt_*$Qgo>S@{q^=U_r zM>{}u4&v5XhVRk5l)t(gjh(RNeuusl+*!6Q^I!9QWh?SpW&L@kZuAvZ+EQs()qOs= zd!a_-7XTeb9Qcb0|FGy=W!ZShu_j5R>RQJ|ij5bL;970Ahb-rhzV+)f+B{Eqzz8QH zO{=@jqbDoByq~9KMgY65=1unCzdU0r#I1k&yE|w`Prn3&2}yi3hz2UQI``C|g+bih z*XLh_1r}N!M!0fm1H?1&sn4Z5zN*lGUsb66C3$@%axSI6av zoN)F5LTpXhQKcLX#&_MA{u0-UIF^KD5aN~Mr+7ymq9IcR-0j&!yEQm2iV|_r0p1A7 zFLO0Nw~0*bO-%x^cReYbH;=DrD6)LF&B$jdzYr|fpC@gQh&} zWdnN1^q6xkwc17ZdpuWf!%p}%7F0bPe>>LX&jlc$M#+?@2jul?}(>FprzwWyG{1CXr%U7qb;pRk=S*Um7h{V$0jPzwwBPX7cw zp;`Hmj}HeZ5-$STwkjq#BcF){Vs-w)iVy+fmM@ z*%W3B9-MSqpMXAALYYG&%jvG0L8oTGF&FqR?U1l>r(2KmR@>BWuZ_8vezlxGiw`vB z`EU#JYL{s!x5m%wf!c`)4_A-ry_hkkARGaI^YLd`yx~&vQ*Vie=`*va|8y5eItz!h zL9iDHpfV;3MFGURt&R#Ng!X22jtY8!Nt}KEZ2c9#wI$AKzy7YgVsCz4_|G>;5YcbF zqHrDeE3||Yc~NGhtJkx1eH_)?d!7(l-0e{+)$Y7Q;BMm>@>RpMaauw+xt_mYcSZ1~Gn~ z+F5R4DN)^D{qbiJQnqy160V%_S~OX+tXSmjo*7Y#e+(jK&hdbKHL?CNTH3&nQ*4@X zVc8U%zvdV1^VKcm!gew>!DH1CO)#$Pq>T#{@5@HYa56i&E7>IQXOYKfEY)Ei1xe1T z2c`Qd5tBU81Z*zZ7_gXd2$~o4)ta0Omsp5eovFz?` zkB@N=?LCPP*v>1*{2hcdC9I^bA?%^;mDQ>@gM)zX<^_fMdZ@pB<)*4Ao~-Y~Xnzk* z4XuxQ;m0)Vhxc3+sy%%%fA$#l>=zxtATQgW=_XBEPmp1QJS)XCJfH@bH}81|^X5fN z)J3)-t^gvVj10hlkirz_b#viNsRL{t2lGNs-9@8Qh+uWYAswNEMx&AkiGPkb7LSpM z&_uPvp;Fxad_3n>qlKkiKK0<_Be&MLkcR!ofM{6UP<1y!N^yd#pkb`n#LY{ux$|}7 zkI~14ESCymx`hh;BU^-2&mXn%`QsdZ{^OBSa2kz?0E%M$>Or>G;&LC*zP%Mh##FG# zXQUf^ey#F6AvI>I|8}>W#Sgf`Bv!ck!7YxF|0iyyLhE&9a{N~Rg(}qH~=uT^2=|bZ^DSaUiY?VP_Ni5G6#iqM|@_ZRRjs*6r>D7(u#ntNW zUj$Jg9gMYNjNJkL^BQC&ZN%O|4@+wPTa?2Q^g&j4F>Sa+e@s6Ad(i)6^glcLpNsr2 zjQlYr|1Z@3|2~T>{g8nY(3-&5gp)drtTZubGuwDm($yU~is?vNF;VkKmdGa2eAJvi zN8-c>tnj*O5lUMh;p{6eV5vC;lupefu4>Q5Fb>ueQI~;3G7eLL&ug}Q^Y^bxVRdO| zv@!9G=g&`jUcaNA*LAv)n224uQIS?x=G-&5<%z6OMX*+GN0J>8L@3P3=rQj0I#MHm z5u7HS<>%g_*O3A!89x><+`L5|rL?a7+<4|_af&ZzE2G+aFeb%M%RQVGa+*K*5_YN5 zdXO&mk9g_<+Y&^^Pud;T0RKy5@NNnNlPzwvWZ;(I!IS)_caaw9Q{ywE04V#@wvPWW_l)x7@0EzCr=EoQ-{WlG2+uU>Ea)md4|o)0KKHh#SR>qHHgfIa7`<#lC9xD=T!YLNJE1MZJ(0-xg)Tx?#=3i8;RX1~>9m}j) zRYaaa_E~5O18`C5In+%4|KY^SDG$OA#tG+=Tcbx24k3`OppDj^xA3&M`1G1~)#TZ5 zlZ4M@nXqLChqQO%B+WYqI8x8$AyHxL1p5*I3r zqqF|L42}Q3qWwbo4PH7)Tyl_uQLDgL;@#6_Q#K(#KwTTdS(RKmt7T5Dhv#9%Y;iKs+K#ivjMAV>ABWt97IPveVNyN!7s#doiOqb-KSer(;%^vo zR~&Ck^oZvj^~f_!x=Bc2ic$#i}=TG(PyRqmHYA+e*^jsj@e24suWe znZa2GHpnw^Fsc~`_ltw-{76l<324RF04&t>x*#>@$Kv3JW`@VPpR(J9{9d5%1rXV^Qj8DUfZqrNj-c>~JRcL+HfZ zb)M$ERGZZV?%P<;F?;06k~9}taP$p#Ml4VflarcO7TD&BW?FlE=4WgxqSM*6PcSht(6`gb@khi$!1z^R(&?+>F*wQNz?xCU zcTa)A#k`w|1-9?ftCA&_s2*Y0s)nt6anFY@`t`et`vj+mUfdC@m>nL=>%U4!D`l{_ z*G){1EF~W}3aj74@NVuN>!Gt`A&GQVrN7vcTq~e0a%)eaK?sApj|wAo#P37Onl;nr7OhTauj>&0Ov8HkWn#Hh=|wWgIdR8gCJe-|x&+~v>%HNjZ$?Kj zrGFogBF9jp`y7dz;EO=v|0pyyJ(aP|shP~mmBWe3nEw6ym?6bGn%RojFx-EFS)3Jq zm&@4C(=#QYE99p>q==*^8ztD<%zmf%5kbX`CV|h1;nB(mO zDlCal){BXzmi9{_YBT4!nvjZmJEcWH^|~&y zNLb=*)W7j5C0_J!4Xs8C7Hz#te73UwLwZ*xrIZS_&5Z95ADBCo`h`TlCT{P?U453p z&Ccn|Eh!E316P9AILG6kXhu`krLfb0_FZDLdO_(Pa#8-P32qK_=XZ_0994;|ich7* zo39k9D>rNj6-9#sw8b9{W#JJ9Yb-Pd&EVz5N%4P#lu+SMOoXSTs~&*?x?pukLZ7Sz z_~H0H%l&NzPBf6r8{Y8Ti7^`H&j#R>w>8TYz2_&B^}inBIO}6R1q$yO=)5i|t9#Sh z;I5!XijtC&VsXN%ChGe6S;g*g+lm}#0id4JJv41Dx2#SMeMFOkbN5iyqqgjIj2EVq z9u&3nmt)syfAaR(b>wjVv1{q1^^!^2ZKTeG%iY}U$Dm$y^|2uN3nlVWD)N#K9D0H7umz6=h> z{J!QObHkF?J53y)vsFM`;O}Z z9j8anU3i+X|G_3>lsdpcmxs>@)4FL1DQ7*t^q-$|FVoU$n&=*K7IDp(9KepA&y z>Z9+4jTNduz1Fhm;+t26eT7SnhGF!Q%RzlucB7Q3VUX3sEYngHJ%xxL?lj>=o|}v( zi`m7lJ&%?$10pCbGg3aH)iyC+ejGVEb}Ke)-<<=MD>T{5K+)Fti_6iz`()6%SpRlh z+Fn&y%&pWMS~mf0wW$~N3zFuQuFQ7z Ue(&*2CahGkY8Yal@iqfV*s6#Adfc2?@ zL;-zH$@qp|-u)S^jpvZO-FPk6nS_36w5Q|f8EOmC=T>XtSeAcX7ua=Gpm~&Is_HN` zfGW}|jp~?l_nX4S?89;5FDh^4V%`XQ-Q=vJf6|EuL;;E5&ZZBDKtuB3HsB{*H!jY8 zigjCB#J}J-M;6ixovw}v31>743s~%9?ptw5z0((Qvl?$oX?H%PqLo2ppkXPMvkFd! zT{&k1@!rnqvkEV!Lhe$E?%HqC8#F$9Kx;JkvE5pT$HrAyo4m7QR#K8Ni&&pF>o%D^ z0ZsDC)k$FXfE+tURHU>ejaRnmqN{YRmp>!QXvy@>NUhU~!2SjMw^U)m{&}$r!e!V7 zCcN@zidS4!X=M`;!=&ZLvE$)!626T-bnj@C%Mj7Y`{@_7G1;G!b#JwIN%-|kxsJ8_ z13i?+KM@{3j--y750^OH{n#)0bT_m?#Bd?IZ@S^t!uUsdaG~cxrNV(yQ9Jyrylz?S zIVr_0%<)o?w3BWDiqQi?R79_Xi59KPC=&qiu+!E6F}LeR{C_gFH@~CbfE#@tXH1*S zbQ{9*Y_(8Au}Io+V1?}Mop3nl{7XHp-!lZ$iu2oB*LN&HPcPwfw4+BR4HT}=aB9_x zvL~DIVhHvXmBXy1*&y8BBNge`kECB+dOPe6>*lT0cidc_o4UATsmIBGIw zs96&MnC?kZhH5Dv%;)zIdC0CGW-ZbKhx;^OGzu`R$`18Cqcb5K0kve3V;nr$umpjL zYJH5Op>tAf`Z>HdO4v8z>Dp`XS^kTb<*8C4_syx33?GB8V`!KlJOpXK@kvn3S5g7y z6U=EBG;zN+XiCwJi1&RMDtg}Pd{E$IF94D+RMVL^6Ldr%uUd%BlK$K7bMl~G&&?O; z0|8}aqi0X!8@TOr&njs+7v(fOOIjBuw$G@sS7^35V})Ki8n{#Y3Mez9zcjk8nHU5# zJs2t5l-CKq)PlZL$>N-4iA6hl)*7v+jwTxYId*3lRGpW>;X=R;d3Q_yEtl3VC^5y&d?frU&avBy+2)l=Ik&Vll>K1TV5s&mJaCm_-DH z@zts)W_&O%g}I)dx`6)yAg644KZkxK+DdH90xM8>VP|G?qamPE1ifjw*zs$g#czKg z$)NG_dSB@s%}aN$0HpR+n(?)n1ntxCgdjKcau9e7SPER$FEq`A0gxiU4O%wiEg~Nk z7BrZ6)qu}gAKxd0m2&Gr8PLLUb~N0hhI$`c0lIw4Efg=UJz;r%9%cgA527sRVSeqP zSRp!Fan5AbA;v~6rVEYD{UTUuCA2T{Xt}&OYmy!&B$tTsnr6Rn(+I8D3B0%XQN|S} zs@7uLe(^hy-R3}p|$ZIj)MyIA&(k_2MiP^|&OCl#HQ!67Fkv2wQ_4SSE zg9+StfZDqmE?}53u6L02z~-<{ECRG) z_>-G=>_)XQ$$Wz@Fa1e~N6RuOi2=_J>KR&_1McZ4_5mIlgm-tO{9Lm{L>bxrCod08 z7CvUy=_DzRJmEfs-A&lD4XHHD%GqzSP%s!+xgN5W>!tKbG0k0Q)VGxy5;(rm&~KLW zhugF?D?_Ph6#&{(lSQhVIj>T1RqcrYXC;JpkglCyvIg$*e((|9TTMITfud7H-I|>f zWj&==DhJSvqDyQ}ukMG<*~hHi8Gl zFx6)cPl?y;hfgQN5@IZaMk-R~fi#bIPq&1w{B`{8#;k{@X^NC=vmwD1A+W9D^OP)4 za`f$v)Zo2UxA*vOsauJy|7r-0gHz1Z`lA(DfTZv%=+@}GPzAXy8rZwYn>L0y)}1@~*a z&)p=O{xOg%A^Y~1RUwY?ReI>2CXywOUuigs{$wFJrB%?`$$KhAWy!B^^NQj8?l5P} z`W0uXnc+q^jAoXki}i~Xx=eL>d`hxk|EK_~=Y8nB1u4@C^SlG|vrhy4&gO7aJHf(e z*W~wu06`2FYkVCNbb}AN21`IH$-cWC&hV+%&mM1DG69Dbba1+~4a#PzVKpsjmGVk?I<&v5=G-$4i(n-G73aWURnR&=S$9EjXPG>2V>|XBgcCeI}1=(3& zM_QWV+szVSZ>nfZiPqTSYc|~5Iq6BR`xqErAPyOhW9h04^u$!>h>?yo$NKcqoE|jR zJe`#)e;f zIup(*(|)G+8q^m8n*cu%9o1_#a;;4J@@8Z1`Go7`unrq{QKL-9Ke95WnU{#_Yx)W9HX!oQ({!jjQKQk>#Ju`YeTeVZkQt6%V)h6pJ z_h)RwMudwWao=|>_6?yMA8&`g8RcO9h@@ZX9uu@32BGA;UOos@rY&vqjxlI-X`Cb{^ zRHmKu^#}(~@9Y}4guU2IkG1X%d)x5ykS-7sPl-xMa#*0Nr-UJ|Z0B`-6%)86buzv+ z@+>on#|*Q%=vju60Vb^t8T$EhuU?K3gl`L}$LLm62*wKBOh6)b-rOUVdEP76H0Tqn zP9n;Be-<;rlb^5G(08HBuCn@bGZJFq8|($l_un~)d0un$?lxd1PPuNuc8~iR#*uy) zh;ch*xYXI5HUJY3);0~jL{Ch4{K9uu?v7{gdIMN0dRSAfyHeCl4|CnDKTC?WaQyJq zlnCN4(o^EtDzF(f_m31_r3VdIEA<$CSThwQ@D~cBkp76{{0c}h@9@y88#}2ce$krm zMf$ucNenJm;-4dr?G}5@@yiiEtcr;d@LuORnve!jToqrFkX13^rLD!qnficoRUZ$t zI^D`Sh)`V~)9}7sc=v0A!IPaJON!#fyIk86o?0M{i{e~CjQhgL_ZMq4YBhFNok-(+ zJXQk>_S&b`Nu{4$nYd+I9r5|KuH*Q=mt!KWT_Nx$+`LG>%S%a*`)ahLO$uU{7Yt9jTf8z8;c1|*xSX~;dr-qDJ0er>Hnm8SJI^qv|N@N3VOw>>RkmbJj#@8LV?aq#iN(80VmGM0;qh|Mu966v>aQc1sa~CB<0;RN({8}Y~ zNLMZ{0hV*m+L+Jr8Yt)wpw;>WKM+y8Fk4iM;%IOYJoFq_ZsB88V|&U2p0Vqyc_KF; z8HYG|s0l)BxVO|rr~!kGE3?BREv9yNCBiS_A{BRW0g6M_;OUFiS6WI;VZmM~N8lc& zeD5BP{RstufjeZ+8W~;pn9lc>!yVipIx#-pCHXT=Ogd6CH)D+D(E7Zu#^r!>8U^LB z@$+QoF$WF}sT9ePgIrs?QT@3S(qH+c2FASTp)y(;OG_me$R&?Bn+ z{kz&4mD#RJ{;VM79}d25N-W;oKTEts6%5xT%*0rO5EZX3WWwzhsTA)_V#YJt#XROG zfNLdfE6xu+eB3F0Ytwl36++1j{3-Bu^)TOWzZG!-F%bHbk;yV>&X+eCsj{!Y!e#Rjp*P_vki4Be=kH{0H)| zbnqi2-$Al)7x~~lJrS8K-H!#$38Nkw$qAW23}bY7wlgWE70qjHORQ-BZ^)`fW`Y)W z^Br@dEyU>!*DOIR#(DuW5*N(1n;dWzcgdK@FG3og3~B&{H=usvWb~6x>pOTh7Fu_` zjz>9nFuT4~8~nMB;nijA8Qaj{d(hkGNR;P=i~~45=dj(syoA@hk11TVwP<) zDB6O9oRgD1B*dJ!+?QT>{e6jdCgj42`p%+YY+rNv;E-yGh8!bxkDt??LS+59L$KF23OA;*j>lX9a1?IYIq>UAhK^K%H=Sq27gLH~1J|y!kFM1e zoQ>>}mx^LwKKwVL)n|?bj&!yhn(AmgTkVuok5!*B)TqKAwD)d=+f2w#WG_}9$M}>l z?j!B#r}Z0~7kYy5X9h7()LtQUz$R$Iz^LqLp`BK9L#E#eeZbT9wwRZbbf&LG;~cIf z&ChS#GO|KJbPdNBpoxVe9-`a!@p|1bKnG_IdA&*`>EZk3N+#NB!hN~uFn&!FC*BgO z*YYB^hbbr1*ACB|I)*A2#l2~fFb8Xnzw=XmLZISg4$V#KRKutFLRa-!G!kR^`$7Jg=Y6LC;FL{USxWCCBqdWfmvA4sp+N7#)z zM2l9v6TDtmB|d94y)PB9Kj!<_J-HsAV*iMZk?u|vj+CZ0zB`bed#LBAYteb-F_Rq< zfM#gc3h=tZ)NyREJUX%C*B_8q!0Pd&%U1|7;3<&5>J_icdo5wfenmWX1?@jiO!-%9 zB^GhUosSm*a()VV^;sve((}R;?MO73H7&y}0Y|I8TU!$?l~>d5D~K|H>b0vtmBspQ zQah;7SQ9SZwup8a+O2({*eR4MsIjv;b@8tJnDG(4(5}cMf3xbHh==-IidteMT?3M9 zeFWG_1zjJw9>o?q+)!X-p*)LR5DM3uo1W3r-V#v`@_&o0)HOb4*-kW^DgclMDG`lC zDjKX9jx`BIZ<7<6R|kD#>zq9QdVaEd*l>Sx1Zhq&XPJ^nxQZ9qAu`BF=Qf4D zuUUyqkFV*CNk(ERonsBT!vi1FeTc&RO=H6$n~XI;wNep*I{Lfm$@*X3)@x0bCcnA=B+BMp3X;ZdbQON4x{X8(B z9`6E$IYry-Cw^qhlzhN8G$8jX)1%kOv`5oYN>n0W4$s{xF(qwhefp`KkP0v}4V|Xfn!~*aoHgc%n zc=%SQ)|o&Ct;vHNyDn&SP|DXgCAe4izA9k>@E~O7pjz|B%_H-Z&DC(^Q8fF(SNheZ zWX=@qS5Y)9YApYzB8j8Mhr2b*XH-$)yV5>L5!SBhsF?ZWV|pqnGw3NnWpl4uD?)Z@ zo2)ET;iHHBHCOrk>~@>x5!$DbDY}gs*JtL7BO>x&L>m54v;tb$BbZ0l8@B5j|Iicr zPYQY8f+UlIQUtzv{?ol^h3M5DBE?T@?ob4aV_5V=4oXL&jJb2$RXb;sHN*};F!Md7G-7^5MlX$Df? ziv4BLQuO1uL;(t!y0m{AmTHVbL9%H@NE|T#0jc~C$?{7Aa>Qr2cdS47ZSGwV}$ z)!Q#GhiiOq$EsIASwDk|%kaolTF=~}2#TvTvmBY;pZ)UQ-c5!ySuK!(N4Ce)-#&Ys z$w5!gzg{9r={N$;cE&(C_FFTN8O_prwkZ8-miPe|8UEvVJnDg@GQ>6pe1cHY0_{b~B;!@AVQ zcv~PTY(1SI3VOcBIn>mrd+whFoM0rt z-H;3!oV!^1agzzUM87ZHEh-9Erv?S@3L4TYw%rfh+y;BcWmgrE3(sFAexIEGzZE>> z5U4=Y)nGeAP1kt2Vrd_85Q#6_-(yMQ0sM?mMu> zv{?MG{QTUN9>YkSBs5gsam)b(OyT~uPDa>MF0A}*Z%V2&mw8e5?m9z+FxT*_(9Z4V zPx*@hwfVpb8bgcmbr3!4@X-?JV6|Zt>egb`AAN6j(H89JWSanD88vumVJLZw%jxL)^PUU83H{7X%i~9)bF`=w)~eG& zTyAcfQ!dmQ#MKNr`<8S;(=noraddAXC^?F|QVuZpoLQboMZT8A^vB|ZtgGj+Lhn7sk(8ajvEh895QH%Z<$B!2em7HYk46KYrhPU>qd`(?W*O1bHRLDR}EA!T{O}#r^ zZVsLrN$#2{QW!znY8US%#82Nqme417D9|)@b)|&wjXksH`Tivag!S)m1k#?Fk?M+V zQw5hf4P%X5du9BnAq3$=7wV1gkz=Ow_l}*Rn;F5#!PuDKzM&X`cSNS`@V6j>mEDV% zyKTZ4M;^j;)`W43)WIgkx4gFrveTgHXTopEyXM?jRN>KvyT$4(dLy{x~UdX&_08QAqUB zryqDPUifhxALESorWY)hh4#50^BvM=%;hR>dL~tV(o=u0mRwPB?lD&%so0)rJOMX= zgny4e84eX6ZSY^6>^~c;b*)<4r7Lv+oGm|P+XFcY%PEG?vsR)|-M#KQhWjhn+TMyM zA8hXC#WooB2(byLAN4FoTsmA`Ty76c*>kBd%_)=fp%{xn0<$W~G&KdPtrqAmuP)M* zUTvNE;O&7RHSx3HR?@b!iEt;NON_e=Mg9S-oovH9(8+=lr@o2+L{T7m_gND*LYcY(%V5;k2A zCwjtT5*l{USn*?2aLC7Fm#xQzC#^^R+xPDeF+atbtzWd8&kfz`F37z;?!7smk`l5| z8#OCk?7Jz`i7LEw+{d6+5y|nNYS$C4vw0FlH+dUDp{M*lD~s?6_^O;z#C>&wglMr2 z`|i?O?1^79s#UFrH=g%T&}qE?&O92%Wy#&;?J!jdO??Ge(!c(itoOzQmZhmzS5<^I zy4YUr4fT{>to>EvZ6r_S3zF@Da8HmZgnd+N13Uul_guHD`df+KT#Sqii(UDVyO^1l zrhFRi(MsaO!8tYFukiX07oevrfsD}w^k~v)KIkB0?(NTCC&U!ALF1=fe(j#Y*M>S% z-Kq3#N>p@s5&)FtZy3~SfbN=SGrfJ>-@UET-_F5a>`6M;IM$7zyac+>u&{K7qev0H z+f1@JiA60l$$B^thKlezB^Tqxy5HlH+x1dAJy;2Q*z@`bmSVd#0wZGrV7)MN5s@@V z2+Us_pByHI#l0$?GqxM=SBAETNDBss zm3-Khy+$kIr>();p?crQrp9$EiK{QdD%DaT{>s?yD30zi9vvXVC&nc>nCS7_j?PN{ zw;U2zu$wEmIJKnb=s=C2it~GFHTv96yb|5p<7fKQ)$P~Ki^m4t1?z8`gfRJ*F`}Dz zu?8(#<4x5+42nfn?W9nD?k`(BafJc)*5ittnO>_{O$h6j4Juf9PBdQz``j>zcZI99 z4atQi!#o?5>^^6KlIe!_cfLYTaQY8H<_vAO&oG}Eue`L)^p`+rw?JFnUk(VG^|YCn zEqpHBcwH1HZ({Ls5hWz7_ogevQtDlvB4(CWa-mC?lD&m{$b;Y;v|JAXzy#T7P5_Bm`Vu>{Tu;!$DB>Sn^ckiSp`PShtD zsX5F;WpB#|0BmLFf})faqOM?TLCW!Gd5D;(m{@7`Y&!nhlPZ@_b+*PyU$g7l@u`HJ zdWKpt8BV6%cgLS#1c%LTtTHd=H0C=BAFRPQpM6r)F)#|adgHO*zVwMSNortdur^JY zRg@p^JI3jcwugN>caj5(%l;BA#rA#ekiD|`u)Kg;ZZ*|UTUgQ5^Mw0`-QTBraC^pT z4#%9Rj>en)f>4$!j*^KKtV%_wTMjU&%e*Jpj$I5lF#e~#)b+y(+ zI2~vNWgaw^WM_Oe%1-v;k!v5FJum@xgI%DE)ez_O;`h}50+tk>BZk|;AMS6@7zodDo4=Q`_LFVt2+^2>5f z+r|fOx(3GHXLq1@s9MjTa6Rp+H?C`rf(Jkz0orf3+0!}TM>BErC8!_~Pw$xUDk5YJ zrTwi0Z4>frCF6+S%WLV|TxIAyS0Xbv6D~6|i^uBgS?7V^+H%x+DjvEp+myKAQ^h8I znaCoN#5)9HVdS()oAaXM)Fe>gzrG#L4wkDAA=%oz6s$+Y;sdc}&CW)+2nsTJ&DE zj!T{SWXx7VF}dOBFE5SftbKvEgQ>$}?53yJwHF5U&+6 zG(U_}YJVNzVENfaEXI)q4_;S{7GokjB3cve(pS3jVVg;MaCLCd(fNv?U-Qnp{awzU z4=XhqIVCiyB9?4CJc@6s9w_7y^r$AT9Ly-jyXLNZs8W8^aya8vZ+g`lvh6QPd&yai zk}>C1iXz7UGdz)`pmC)wSaDo{)%Xj|AZGG;G}+6NvLg`xR$y!~adxNJUu z+nK=et$AKO-sif8T8&fQyn>_uDr~*DYlO+bZHjbEUD)J&Iv>na^UIk zw!YCrqQDw}nX9cpna_Oe$~2XY8yhJyEPH3?wa#OYnX4M(gtt4&xEz^|z@4d=Ma9y32hvM<1|@inyhpYCXPaE}R`g(s*J`7FF6^ zQ7f`U6)5@_8&_7$&p;*>oN@X2=GP0uy0GzNkEc}uyP-GQSg;%wanZV0(w?f4`KnD^ zu7ixslRGuN_V>+*{eI(K59#jBu0AT&usGVD5PNvBk)pkxM?ktFfh1uZ%%in=MiQPe zjBFR3Izb@I%z2orvD;eX7a!-LsB3HM3|vpiVJ4XzM*g;UtR5nM_4}#6^wyr=T^~H$ zoAo6Ma9Supo!k3jG_kqf@=5tl(tGxy4hHQ^l<-MOl*@iWo;?lULbJS<-|@z$%k!^` z6QF1M)K`+6yHk(5OsC=0;vV;S`Cne@!AS=m=nfev&iL-tWTH)E4F_x_!bz^ymtNJD zIch(@mN4`!xxHwI=%yCwwzT;JznMd8ZJO+&kabR}*twIWKgGAeJ3E*Vh%IKT_iDNM zUs%i%TETbFH@5eE#6*=BMt|$yiO}@Ir1|E_wV{Ojxy#Ny2RY>!Vp2I z;>VqHZ(8o0CRn_iS7tD+85qUUvnT|NyLzW9hh~RP=Vy_FuBckp!Ixi6{pq6g5bu!~Nn|m}hhjk3 zBR@IC4;C{w!-inVezI=0ML*5ZLw<&N%&baHu)1TXxHsIr7psVMqs{tEE^d-XAHFX? za0FxJ92Yv4>$3o<>6uDnsx=qS8l+Tk{qFl`ScduE&iMYS_3bfWwVw#O%$HT1z>gA^ zG78d>LKGs2S%7GZFw^%l_b}dA3h~F8fe-52oPJtbQ5#%`PWY6k`{u}(vEC_jsplnH zYK}~^sUaZjrs%%ON=9|WCv?CP1qvxaIGfNuS5O$H^LDSg5nnT-19BR-2M

Z>jx? z`76J3@>_T$Uyj|!>6p1=m&GVjHEtVZ7cOr~+zYD>=ELRJCIXH25kH^hLmcZ#9<&K* z#@w|oF9#>(t<14{EqD8_s;g_qZZ4{HU#sw^sf9tfp@+YsZ9*`pv|oJ=RxFJ@FDKn! zBn?8Gy*YG;Qo11K#d@kY7DeF;b2m#P`h4*g%|}PypT)KXTtmpeEc6W*d|DDUNK+Vs z*TVCcE>x~~y|#FFN3o(C>9KZ&*H?4Ab+W2HB7M!WDez-sC03SSMqr{K3F8a=t+_!{ zl@0dg1}^^Nn;9|lgj8TB*e$Mv6=Th+>+;*T&z`TIYYMz}IlB#0H|KLT#a(g3?N6+h z*!NjUCjT_ z412rh*5|U63cvks|1xAQ`SvADt5Tdi4AJR2FSc3agCp(d)WnGT{TjVQ2kEUIKa?Et zBs|?n*49!FJ6nn`!AgP6BFt(zcv}=G-Y?!Q>rD!i!hGr|47$8mB7`-o&WAtcnXH2s zdA?DZmOtC{BnMD~N)3skcMS#KM^IUX* zTUGp$c=;Fat_<%FPbP&y^`5g-NH+$9`nF`^6Y2-r^bPd`j4PVfts0`M>SIDqbd7DZ4&s6CzsDDbw{LZr#x>e+ShE~MYR_zkLrQ=fD3SqXN6M6?PAukUo zJS7!*g1yqMmw61mU2clseb{7sGP(-N)@n)qe6qplciJsnf24hL(`cLWE0df|^*S-{Ibq0?%D0i*|>lCoBC?#`?17 zzk8fTnM`VMEKZ5(-MYvX*QFSS8H6BhVCiv|=|6vS{(`jVS(}iW;X4}=Gt;{l7 zvYL2ZCR08f*_l01CUO$#TwN8;lui$^dLA(EPP${)!$j6@uypqu$)D2Cm>`oJP-No< ze0IpH`Za4QmiAIXr|fFw*)z(LLcq&&4A^W6TT>vt@FSzv=`o(BnX2nrZ@bf2ah>cW z(FDjV^7fs)rX7s%(>yKX_fwu+gfPz-j*F8OL%Px$0J0ItkQ~6P2xc#353fA1{d{5S z{|5Z6_@Glq60laSLGeo0*p_|(!UKkj2*$+xuoRXob3C_=deYe6{+sv#T|2Q}4+E5Z zwfbS~7MJ9r;y8qHG|OiXSGnR!9G25xt5tX8G7&uq*jb!XrU<2~%q&vq9eC+IAV1Vo zLugf+F7G<_+OW>E&&GL7;C6mXFL(K{V5Hu-Wv=*E9lKTH^G?mvPWH0 zb%5=>tRdS#X(>%tW%)+rMNp3C{Vn(LvfelPH~4~CAdS2YjJl-pio?kI~11y zAxMxwIQc#M+3$GXeg1*-VUMv!M!sZat^1yG&1=g2W5xW74wE?1dJS^?&SeQ*^a1v( z$(CI|Ct^XYp3`&>v#(!@?b!}AXk7hs_paO05Wq-~^QGxSYD9*36_Rh28~Es<&A4t7 z;MUg^%lWvqOUydfbu*umr@maT2%sXc{6%GW4*R8~9p)WABU|#1eu#Q&U>uM6^oc?Rc`~~O zr|h#wQ~tfp`h}dVnWB~;_mwpKwz6Qr`aS!rm~K&0Muo-4o<f*gc7z3(1!csVucLam+*5ps1wKFu7XTy1+-K2EQrRLnsV|4J6_Hwx?Sg%TO#d6#B_|y^r`-YY>aSpU8Xj!v{Ag51$m8#0&G8ZS zdQ$h&vM2ms1U&!lo?`;XeYX1){M(@y#d!~dDeWz!cDBPt(KN{-iQ0sCwDk4v2G1MC z7g)2qnWnk?_pq3Sv+Mb_?_LXIat*dp@p zNEVfP39+RI+{Q(;MDe-p=Rcy2oRK1mEJflRquRC-_f4I7Jp(E$6v-|7y)r8W;9y|0 zc$*985q&RMtNG=y6Dsp#MS@qWQPG?94V9rY61n&lSCKsysMclQTpq5&CZ1`?fU1N2 zIb?gYZ(3>aOr8_%`SW}2H`R08!8h@cSxlytr1MhyN?r+2>{(h;SHsY&r|sNd<`bin z0hyh|9ZEjzd}pI0BY%RAJu1m48oES2!$uogD@16ko0ViMlsGg;t*&fp%Lc0^Nxih2 zJ-JV?Kvu!7Dzx>EJvjEW%|@R_<6h}Br{kGfvXMs-Ra(7`<2O(3stL3<^ zJxX{|vLq(ngM>FWkl}NqW!Pw(V0*z-@bP=?3Ps{-;|4WUS08Pj;Q5l~j7>GF8`VY( z>WHWZn^HGZn<#R=%zk%~nt+dZ9~BWfr3W#THE+KUE6sh}(GvDODfrOjd}@3WUL>H3 zRg3B@Y!MH`_(MNkrnvN`I6W>LOY=8A6(oYio4$PN+yLN0YTNCjR>dmJbF&=nW^7Pb z6LGq}F2wFD_|$6GIu^`bt{CS=+S7I4oW7W*6|S$Q1-8>X*U-gkCy#F0S*WZSuf%pbd&gMt^;#HlY6CpZ2O{`s*HKX1Dy?GuO~r>o zyNvM7tpb{gmlNMO(2s01wjUo#x3zy13+E{f(8Mg?!r>9i^ZxrVYuoug!UZuO%*c5C zh3oWlh2N7n6$E|4M@0Br1+wr_*P*x4}J z^KPl20H$=F3{*;1{p9+!f7hhJ3)n{W1BLfE$Y{Lz{llq^s-SoLyfw;HWJlBq0Bc9D z9d83}4(0}D#|21VGF_w$f6eP|(F^8k5_#d@{kY(*$!VkbuY_X2 z(^jml=KS5;1u-qcQpHcAkfW%Imh*fi)}!9QcTjwKR7(D0P_4BCFpZjsN5&PBMHllA z;y@lhNZsE{2~?$eB>eRe_#SjzwE#onT2VY}jsU^LU?j$|=wMJ&Imq%+0o**aI zJiF42t-uq<-=CbwoKowpm<5C3&+U1r%jX^j#o?l=`^o^WqIk>8B=&|t6tT<-d8gzA z+edn*u!hhjP&jxJSka@#@9yi>C%Pj;SqG5dTz}gz;RviqJiS}&&Q5pa0APeU*atUzU{ zr89?ivbX%RPt-p7^U7plI)}Nou_@MRNqh~vL1%8jA$SC-n*E9 zlP@CBHE_0e6>vtE!SHNN-Rh!+_pwCV<%bJYRqFNiFD_ zIzE@V`sEhKa|0|J;pX#!Ix<$q`g8?Bs!Y~XOvh5VEI22ts zQ6EO91!{Sn(4!sOIHvsg7I`<^THB5_WN~F++jg+ zKOq^0cNDxV@}5 z^}Vzk6Y*FptDc^kf}S7aN@5!u?Bt?WZ=_G?CtG=!SsnvyUUG@Csd7>*^vMDRepjk3 zyz_;(q&EZ^*00`cRbSd5bz;5WBHk90r!_oeBm0~*&NfERd zJm#;4)%tuAG(v;fYy1$439}yb2AsKo&P75JghIKq)9N$UYjna353cv|V$z4fYRk*g z9p~oW-hrnV=Jms+r$!Z*%7)MY{45Td~o7Q&4rr z3!m0`inf`H7M!|s)M?gNppFls2^SU(Dl6~WD_W+;Px}%6b_DE{jz(@N#~V5 z5oE{^-9)?vZ963p3_ix>!~A9Ts|zIX@bqx5I?PJ@Sy1G@!2RZlF3qg=#vQ?yr-sta zFAI$q>Iew`0;6tot)@v(lE~Q@BwgHJg9~9niVv#3mI%KD7CbNZZjC1((ofkTxB_1l zJYq|$n-bAoNfP|Dp=^`bd+d-rZ7>uK@uO~MO|I(ABA61e#1mP>`Foz~XS zZgGE3&b7;0#qCN)y9dqwq)_i(qUy>|zUfuPAmpsUc4NGUmP8uKvVre!s(B8= z*ZCzuq$UC;o?S*luCa>F-{@^*6$7zgdV5vwChWIJr!=4O<*ar6HI#7(#F0~jSOtPm z?=>z0J+7TOz$hl(%8^lArsC~_x)K0%+=CbND=O(7mNdK#+wUK;GL~7py@BI!By2w} zHf@-Yki5#S$?2s?fAF2C+H?~61(56J6$u0D$`2*zItPN6O@v@8>5u!m%k2n8&_G}{ zngWx+iHGvL3NG2(f^K67k=RMHbX0s*l$NJXkg2hm#dQI=xfbM-AoZG0qhYmp@#mQKtRv zzzF;k`HtHxPugp>oO`-b^ZRI5a;7>bG)NP%{{6vEIBntYWo3)7bVZ&xt4>X3q8VLZ z*5+Kd?st(OO(p&MmQSbd7KE0juv`i$tJy@`!x;u;nZY9J9;ic})o?2gSk2z??y1EW zIgrwsY6wu^=D70JsdncNe46#+8`YI1v(<-(gqXAp0Uf>qYCOO(ZZ*^WxKF)*K#!O3 zY%9R!J**Q>FQ-aLpX9A8NkBl~p-JMMRgS9Cu4LxWjuVbg>k5U00ut(f28wZ;V!@V6 z$-UGzCLfK_)&G*=dokK5cc^O^G=EBAs?jkhikI!OX$B;m;Af|Fh)bb&ahM=mM+$ao z-cZQ33&&S(#9_nMgKX&ZaLvWA-HfSQjg0#buDdHO@+t89p$c{J`rlR)(B!|O$^YGu z$nU{~{fe-PoztGK@a%lifL7lOPR3g&Lf`PryPrB}|h`ShuF*OBLRt>-+z%1&ChkN2zAO z#VIcw!k^Q5d*$q;1qCBhaq-*~_2>{0<>|13dFM={`upOZFI9 z)B5X1@4;JJY*+^;FbJ~VUTqWz^GO3Oq>09Mc68pY0RahUX>UXOJ#jAvLxqE-Lrt}@_y45eQ ziBt}qPanBTIMEb4o8Jv9)hPBgPt=tRxCsBa+xaT*j1B7T zjI%v_@q4c25nNevdGLmDCRZ`-)ruqf_HYU^S zm@x4`F{xh3u-%>dl(m+^7I|03AVa9g=9uR0DH)eGmX#-gOe@Cqm*+WU1548y(#;mr zy(TF4M-r1>MSuyJM~@N-M!J1dWc}cCJVy+n68$B2u0p^0Uc-YCFmV?XjWMN; z-*5oQWcY>pzeOr1N=C*vIjtb=xm-OMDiT3ma`_SW&HZ}k&io^p?iM*y|vHbfe?L| zjD{YajK8c<%s_}KbNYclTc5Zu)YI+m4`IL1RDEZM@143!pvW4hx5#+|`^|%zcPY<( z=a2oIhaNs0L@^k?atQRHlMD#x-ews3C@oS&&XaL(edBi`0P=U^B@Hr91zmnl4|t5J zeptTrPcHFCd?G{X^x(CMLb5)N+isd#gCp(&J^x3spr3JQXgB(xre--1zQbDz{DiPx z9tPH4Q_eQeRtA>R!x)eH?eRy2)F~;8ojJ8e%e~2#1+jcx6oS-5mDOt|t-`V|0?6g0 zfWeR?oe}qqA5ReY;{Y;%yiXQGD=2c8iKSi2!y^b5N6c$qW;p?Zl^N=b{^PK@D zf?de1;CTm0l#eTge6hhy!n4$pSb)BoT#Lya%GpVxoZjhQd?-upUuyA? zT2S}R@NMf!jl0a(B!3B}81TjIdwnNe8#+Yi@(Z?3Ax~S5#{I`r0AO?6_38umR3otP zs`%huRQ`QAVYKkd#tbZ{rNx7ve-IHcAvcpYUgC+&{Pq^VR_5HQa$Zm`@xaJn9UCUE z7bT*E3_|j_O~>Je5W<}Zk`tNhjXU1j9|cJFK`XH;KIq(G*OYWc_+&p1Aw*GR_UIM~ zoF{1q@gl}`i4s{k9+F(7LP61^AU>2YI!S5X0u4D`9Xcc^d@{>7@|*dsO4xHWARrXa zGpnEN_?nE61*a=On<2rISft3C8<9it`ZY5Yc^$NiBYrhuvttJT+#~SGB&fj1=VAo#(SfpX5Kt5_P>&1TLs2ob9QICYGlw5A;h9tL1f9iGcCf zu!DVaBuoVI1SCQ5kKN|WbR&vCYYO|Rfun#Q#za1xlgI;fzOr`5Wja+1zQ7Le%aKAf zWQ@CbE+-a@Tk&QE1m=Hx2J0*xA^rVA2onbA4Zgo*fL&jwT-3Jf{?aGm=#mf#1OCLJ zowor$#-3+%-T#y$FHE0eJk*aYuBuvXnB>spOpci#wM&sE5I1oj_SqGW+o}eL?@qh# z9>old;NfHpKTLu)sW~mopE_2heDkC0b4a@F=*&yot($X0~ zRUywomm(%hr6LO{;rMop4h;g^7uF^=Im|`~Ebo}SGr$1nsD81A%4~3!lmx)(t?9JZQ?+^jo#l(-SGnJJIUd#}+uS^+wNyBRwmx z<*L5xfJT3v6q9UxMqCaEys5IC=+Hcc8TDW_AJ}XR$t04PXG_=gqg}~jO z4M4wtz0@2Sw*Lrvg(Jw+AMfN@ad zN_h5Ze0eZc;1RX&4@3KAFR4Pwq|eo*$)M@NrhgC9F1Iuj_f0T+>z zbfaf%<-}X_YNpz+L<%`WQ-wwZX4St2)=Jn72f$~Zq)6ioE} z6qjO5M7Pm65$;2-wlDLml^@Lxl1~J=AVs<66M;972jp6ohPF0G5m)w}+g#id)NxTu zMFjCa%is3COcO0cd{n1K+rruAU$7P;`v>p+Qv|uUwVX2aZkQWSnkmHMA zcbBnvsp6C)2re;Z(ashU-Kn1_L0!gs`(uXYh?tl}NyawB9tNA z=X32^lN8pUMG`EAYMlFOSbgY_4KTt%z)4r3Bhe9_nsTR*wX>%f3;%gwnJ!O#d0M(L z+;eP1>ZKu0%9CG<_Tt3{pT2FQx}PC3uaYkU&UVR%$As7iuMcT~oXoXliApuW@^zL| z9Y#E#QZy=S01( z(A_ijU3X&kq~qUwNk33XqeE7lUP%IYRg~0uT83!hls8S-PihbxisO2ZnY@vdix* z0vwx^XebGv3SS?m=!>(b|IMeC$P4=lwP$#d+>5+9jB#UT(oOtYT~pZBeFuz2_C~&9 ztp4MId2j$T|{Ai)Eu#Azp!eOG!+NVgyq*!_*QfIaXeIW8fqBp+4aopq8$0(-V1d9w3-)NY}=BTlt5PrLr`%wTl>KaxqU`#HS5V z)+r5rJb4bCfE1s4KbM%U+Ay3PKf#G(du-O>CMwBoVQyT@Fkc1rxaxr~3$OFLlBQX) zqHG)j5g1o-0KMg}!^`9S$-1A)lRM%mDA}qF(Gc_mIo8&u$f_=Nr+g;vLG1I9=Cwm$y&H8%ugwN{EtW+puiZ75T z4D`4~VP5N28vTiEJz+_5pb8m}yH&u11i5hZZ9{EL+$zb3>WoRZ4@GUkq67-G<${dq z+>Ct)>>j+*mqMy>P|gnc(~QW4Td_p)fGKEYadDOMlGG7Q%r5p6LB3c6pVlr+Q*y#8d zU4Sio^7GBn1o@a^v>vn<1I>c%z9S>2WB6fKR~^;o_YPFPGb*!PgOa8_p5(7+OfVY% z2J9OLwq_pp>UnSK)?(hZb*2rYz>+Z*>_aK;mSmp)L3?X<3wX*kRe(ZHZf)D}b%^K< zTsp)legg3|*#9o4T6dyq10;p2_2MSOVGC5%4SAaz@VH{yX;N~^&fO%C-NuEL_yjBQ zS2v1qBiITdP?~=CQ3N91YEUSLe;bQQs*4;&Y5xZ%v6q~01T=09i>SAP>ToLG2K-&+ z*_Aw;0jC(S0z-Rx`-bC@GxEUqCr1j3pPD$A1bvSzo~FE7C-%{#layFMmxQ5U3#Wiu zE`5~BmSb}Bk-J1}_i-rioSU36fE#gx8fy8pz44i07KAg4nj@KjLtM%X@sQBHJ27be zL9aSrRoBF)fg3J9-=vtlF1OJ4Ac+2JbVVb++1N|gUxmPiUCkn$pb5jy1-8U$1Y7K zi(W&&y4?1!GAg3zjo+!i+XmO}WC_Lus8fVoZ)si|msUA@Jk9GL)y1hQ&6erAK3F#4 zY(JIo-9ti3v`6Wi$=(Et+7yT&j^uDFDK1@`J>!z3d!OH3X%W(&ElKyFEg4cxYCL{B zbK>gD+KouCtitSxCV_+w7b5b4)~t!5#Re_BRn-GY(WfFN!SMPci?+xBn!fEe`GE*a zbv-*XW9pIMn>mpmf~_qNVEiptNA^wdQDOabfl9+JvUTF=rivWz1*lPMBcITZC5Bg- z_|S$>Bw|Xe8Cm5(5|SDrI<|f%z%Vhq66iQ+GVw z(VxZ)=MxK&mJd1$!$xtJk#zv^_FHikE89o;=0c^6G_vTOh-)4ONSy<&KYGe%R~SRuLx%99?Xy74kB9BT*)o@#0%c^<#`Lq9YJBmvAgMp=@*Zf~F|l`;yXT+rFC_v(r@YfbLYG z~|u8}@z;S>vRhLfANW*&DJ|88tWZ&D zn(d-SG3@21z1~`u#jlBphU3@laOdB3iExRrhsG=SrlzM05=Ga?wyC%!het*z=)gZK ztmPd}FHGrr@@jBlUcXTu80;_8etBjeVH{tJ!XfvxlW@k79xeq7!RjM@j8tc`ow3ALa>tuj;KRcK5Q3<_(uDY`S%(N4` z-SK49J}x8YA6#2JU8T^qxw$oH8!>QOWy@ktx-WP3Ico=~3wt8cU-SNc_O?!PfTaJQ z5C`Zk~vwj5(*$1EP2XS_a-&rcsB z!Po1kuiqSIoX|RWZ5d3D=9K=XOb6$9c^?7);~8?3llmsy(3l5TTi)PBm3_9Hx17ui zd5Cq0J=ZND;_6!X<8!|P{nZp*~nB3O63Lag_E57!`Q~;CGUMZ-hX?-ClNO<{saN2rOqO(^HVd@7Gl2G|D9bero{Y} z+b7@C7ny`bOgG5WpdwYB5xAB#gnbJbFb(RYj*cnWB>a0Z(dzVmyX$Sj;ppiSogL`_ zn%u_xS2?<;1h%$lfcvLPEwwgWuj$cjVDV2F=aLSlsUsz8or!k3Etdnc)?Cy(m(5kHDgywpcp$ zerb$(Y-|?h{$3IFc#RHnJGX?_Moi+I1~uuk9cRB{eVt6J7$KExQ+ zo*u`dGq<`2>gmJ13q;P`oX(xxZT^~|{%`QvQ~GCe8ohxCUaRGY$%PfxN{f)RDTlVr zk*JaNarqGKlE4}UI)rPMMc7A+Q#SIAIr!%)?7%%F+3bj>sooSNnKwpl=)Y109|`jT z8&B?@6($(IS9+(FQY96cHit7>FY#o!KQ^_ux3K6fZ0!@oDx9d*ZV~MU#JeDNt>(li z72kSwGnkafe%_;tD{mt4pl|fOlKYzWDZvdB=4#MMe{xC|7gd1ZBwgkA;KG{6boX90 zQGUkdPoAIUFogNj2Nd$TuZiNJZ*B7SwNp@F=LwdN>Q_n7{#YBvzqb4d7PUYJEPt|MT-tK=c9Ezy>-?jTs5&5t0|0^i}D=7bKQU2et#&7EYP^PCe1sdAw zoO5YJ(b6Bkv}x&T%WKR0u;W2W&=Aa3spKF?D3w#9lb_A(*KO3VEG;OR$+tOXK6Ip# z?2`&Pf3z*uN+*ue(j{G9ACje+!XkLP*4JR?+02|?avNC;8qx#DW)J#h+2dnj$D~G^ zZ@`*rrBb{C>DxEt1)ChIi)*s??TFgJIL``P6$l9MHJS1Xf0JsMe7{KGzP!LA=>GMw zoRzI6LnvHYAnAaZg5d+LEURKn@dsh!^J(vBE$#WyTMXD^c;&N}y!_O}GwzRg@ojh*8 z?#GD#N+h9B4mF2AUPe=QaC+E^&X4lYNjU5>$7v570aMbLEFf3|<)B5#M0MwNlP@>R zYUm>WHbOq=;Dul7@6T|iWj9qf*c>XCX4w5yImVl{xF6Rr)@C54u_Egj9>-6$8^gG?7o zi7SW&72hB*7Rmia6QGJy1@BGsCbqYmDR|V)Q-nv?cQ-~0a)SLq-L+nrm{^3XVay>C z1<8xIXv33>bSoqQe=9Y~o43OS>}aMqgv&1?2KiII@2I+&t(hyBUPII?!)nz$nsR?z zADuW+IWJp%Z4z+~FRr;$XlSW=r-`0-Y_a#xhRq>UaTq#e{Cf}`ADA>z)MxQK_u98~ z^|LC}B3 z8?a$+U%_Y6VRXR3j7*4i>CC)h%ad(+-|gS+SRYCt!dst$&AsHc~(ltY3(LEVqt+ zFDD>Qp$-m)d4Mrt?HFG2r@3*oK|!I+Y(U@7uH(fO4Mr`<%dXc{sses?p3WpI9i2@S z0r8fO20FEp0rJX)(oD@Ms1saRh8DL|IxeVb4S>n4@#%}Z3`EsYpF(XNk;N0C@9-n9laO#C0Xbnr#U z3${LQa@QXQeqdN<2GQaC^NI8u{xz%djLEkIjdA>HP@Geu;NW0=aY+A*#^Z%CIdBqW z4j&fZ+m>e#2uPdN!G*5ScLpOyhBjB7XA;q=ThsPm5YvdA)S@T1+u4QDY2-KGW?;A@ag{g@i1`xBpK`$W`Hi|4g`!>6Gnegh<* zTy2x?B}`5;#tTc*^7kFA% zAH#!PRlkj2h4(YCs5zz9E&e3Pm{ySi>{FB(_kU71V2*65ZCS!YK4MWI%7?b^p9|B| z)~CI<+t5`RNX^($n#heyZVm1n7qiXy3)CCksM8YX8V8pEmfwk$M54(Jvf&{Mr7(8> zwxnsOYuF0veEd>I?;#?wi~Y+}h>g3tL($eF^nAaim7HfpiHhVTfe7m_0XaTXR8D+G z;-WOl$g8U(F+PiK^=61P=tqy_Zw&*nINb+(#+fg)v9U(zD8!pS^YSW!A9-OYAE zC=2ndg?qg!Q$0|CQ=uca!vOd6MhRa1{ba@_{-K99t0n2XP7VV-t6erve;0*y&rJk8p;$nICj?FOv@Dn$OaD}abp1%xJa~dN>d`3mI zhQh{K)_BFYA!{cFS{i-a6Fm;w$?*6=7Ke9DSf>$%QV8SoGc91`iDZfwn4yB@?n_w* zJR97$5NN@-Lq*QW%^_5_?e4@tH?Qd!eMSp1X6pLf>w;ZrZuD|L!fZr}H%O16G0q z>s(L}-{f76LpGedQQ+H@m}6kTDiiF)uiV>J|8u;hlQGNG`0}is%J#7P8&6h_vGnXU zvRTAC{`MF&v`7U7=X6VFgS~g^F7TX_VSgNGXdA!i>u>pI%+1d*q3yr*ro4(@Q;C`R z3T)jbE&6^PdDt4MU}~_7mZon>4~<G11<6z!RYbP3-Ommlc|*mjRVx7gL+B0K$vGEmfLWSDDZ) z@qL&68}18qv-ARrn&brnMgk*w~zXl-Fu}z1yF?8XT*on;w&A`t=6mMa53NVKDL& zmQ72cM068XQ2kv>US8gvnlUA8ZE(F zkh&s{o7J{A*HZR#s`6??UU^Mx14yfam5rYHy(9zuO6xfWS;84guv2#EPB4>jTEqbs zFe+n3_eRSLkbu)fNb&cz36Rb$h=fuxMQ1SY^M$Zp)$OrsR=4MypnB=|D)sN&q4?0! zl0_zL!mgUL9V<-V61!t*=tHVGHX@uV}~H*^mewL;zz^ltKhW! z@)#!2rI=6;*>c-M9S#FEbKjmp>sYX9bOZSVf=0QOj7Qxmt83F6g^7|5k)OMZ1|>mx z-IqBYE-D+&-$6(y*FwOzPsBX2enMGE$0N}_O%?*YNw@X=%msGZI!aCexX`4 z^&ZK04aGEtAg~|mTD+qOq^5NqcZe{=#e)yUa8JnS$!xkSa%Ha6o0z!c6B$c8p>x<2%3E=LFb56 z5)zhr{7J>t(awzV^W~tTZM%#LEXvu=s^X9L6%NUA+wI{|;GFKjL$`=DbsEaR+7pHS zvSE6WQtBJ@Z#4DhU9YW56^tOx=6SkL3XKLexzwGE^-X@RJAH4H1XDMhnw-a#h>l$f zH%@*AdON9R=I37RGDJihe(_1YgU-&0m-~;B^xIO+@7ph*(AzE9wB0dD`(W<)U|2|^ zZ)NZ%_^9Rm4&(x%Hf5%S+CAa@iCdvPA@H*;q4Fn}ABb;S>2s>ZS%EhG=j+k->#EDI zax5j{Z3-U{@BIfi8laPc=}tm9A8y?@82W4|)P0CSc%3Q3U`?;Z~%nd)7 zK}nd2tQa)(b=X4+l8)N#y3cW+IS*<&3`j2$2ZYr*eX7&aNoB#Q3+Np7(zK|xb}C-` zgQG?9C$gjiwW>Zp`&v&9XX(~c_$40jssC&?Ju-*1?IAhR6NlamFSY8cyhqh5_}@5d zVbu*P*V}ntnKWaM{pwx_zA!~WwFbvXdnO+}`k>N1tR_=(}g4{aR(X8Hb==oDAW z-^7Gr4Nn(NmPgCWYk}^*uzo!QCX}7oqJFDQH4My`4Ed^|Z-97ePF%tyDI!LhBtlGi zjv~?(zsO3{(RO=rB3G@5sE6pD&Dl207rCg=C9gtXGJK+1@6`8tH0eAR1t}ner*P zfecP_396)#OfAV1be!&4Rn2w_A)(n%WCTh735$r(V-p0V2TNayD2+s8TWuffva4Gt zfK`+BL{-xR+4hHfs@a?-DCSUeyWV&ekgqpx0&R6J8ud*8TQrQ6b)vVb5oAUde#Y0zw9d(L9aBE+qy6X$cPzB<|FL zNn)(ZDXUYY@~28hFLtD4#fUxaFZ}U1BK)?W)1WZb+H$dKyDzz)eSmEhZ1 z2lYiHEnssYa8*Tdb*1I+?`8j?NmCVNRG2*f>6upSwq0VZa6JKOd}8ny(WCaoKD{PF6V*s7l;Sc8-_Ke7%3U z3tIhMBA5Yz38#wTFJ&WcZcuTx)h~UG?5vV=qEwQ-GUST&A3=hdhA^T0!0tg_KA!qC zOXpju>BOOq3Jrk%s`JpTJwsBXO?>G>O{>5ixhyi(*~Yk3$NIz=UTts~R=6BEB;A~8 z2ElU?Ch{JiA2+7bnM`QgoA%uyQcPT~KiJN+)qH$n7uah{#2sypN(}qrN&yG^{Oms0 z9N%BzT&;!-%?BOOqx>^VdF6hkHtt095AT+#>vS=y8Z2_aD-gtc0q!b)xnA*jklAH* zJt0l+*UDSU`pq!tY{G>+g&zQ-Ni^RzcYdo=rCr$)rFK}OBVbikn??boh{utH%?P==zq${34*+fjuGxP z1Z%Dv{7_M&Oiw{|T&M|GXU4>P|IUhsF%Z?5NF*!>GsdBU(Y8)ek>rwY6$j2HHWteu zQcc1r-x2?VT{}&?!5wD9Cm3~q&rm)%obLJ^41gZC5iXPuZj)x|4k5cq^ahH3LxR2`e$06;IQH(VA!5#5OvNPH9hGyoaWtYuJet^+ zvlb@!skW&E9#T(YK_OuuXRt#yIDScYr+pQRS-QPvTQN;hFs@%6|+!p(_1O1nO%X|($+|x2_K@HC1 zq@)W3)EGJX=qdpC!Ekh92LFs;hlAHxIq|xZn2dVU3lH{7a%%L)hzktCw(&;WmAltl zpH-%;e=Qw_kv;P=rp=~#qRJmSCp$R9>B?5sF4QHAuNkvdC$m&UTO}iukXfZeQhj?) z$`G(w)aCg&#s8p(!x0e)A4P@l^@4#h+p4;u@s<9wWq^$;gu-;;^%udWZ5N`?E~tFd zjMMQ|s6so37n{vkL(2x90%>R558Cg4mys73s(21sKxn{#_Q;(L$kkNupYO78|) z>WvLYpOoGy&k-xj@T3kQ{XCpPk96Ly&q{H2LuB7G&!}c<|BHFX)8v3vOe?7(j!h5r zcQg@EEPC&Xk%E&v`Y9HW5S`6 z@nk&_RoDL0teLoKfdRb|X_^ zUa>xFx8EIVL8n5ET}K6oQ}wz=ig@ZRFyk2U#`faWlnHf0G*tQ6Q5U6mkya|v z@Hc&~C1vu1{qit?DTa|QR2CeA0u|3ZOJ}%heZ9u~M<>1wsG%g9_6=86-mPhEs2<2y z{7o<}LLpD#x`VAUytp zTl5Ujg6i(;d(OA1q5rw9Iu2DB7%D0rnBmxJI2}uPcp!$@y#y@%ZH>h{J>L@1W|ICc z@c|>lleg5c&F8lg4h$Ik&AWCVJvp*jB4%H%ZbJ$O1|X^!anLE$%jlIVZ$Mnv=HxQJ zqnBJ7MMHbRD#$1zrr;}BiP@Jz!(uCL~s0JlfQAY9uw38qr63*Sa6}AJ-u3m=1&BS0l7olf=47k2Uez zs(rJCZOuLv8C#E6!$n7Rca+V!wlk7355-t535xcm1j3yL=$5EB(+q8M$OJUMfbIVZ zbKZgb^A}5^RN-9Dhj@QNwraE6=PNX@3r&8~65l1hO0(?Obdn;{YM|P>iq9ttlY*ED zIdW?0XN%UT-nFX25T&SD%vWePQYQVH>8-Uc>Iz4r=S+qLIW2xBE&ak2o6RTk9Qi$ zB?)IG&XLTc1br53_$0}{=O@SKQvOp}7#?=otHz%zi^o38`G6w-*lq>UPU>U7^HT|` zL2NncY7296bT%?GG7GLF2Z`x}MV!jlNv2jCRPMWf;oAHe=#{ipEifHmg43Ex^^25}J5En5nCwPe$GL2TkCUh^7Xf73jE}movEF_{Y$KlO1UioBN!fo_l~-r3SiA0~ zE9WvmAPdpXIMGCrsuWdrWAVb8FXAS>)3^PNu@6PHS1Q1F_G{7N z5B4Zh7Z}nXGWHf2Q4J+yH5N7M$ZC1pifAfiH~+*d{A~G#mQ6!LQ(s4WttY)L20%HU z;c<79i!xu7T%TQqLq!O3)AnqHjc}^y0W1Nw`v$1mRtkp97QZe_%6f)BO8NDDVpo&x z=^cLm$hO1g?NQ(PZ#rtRVr)~q>_?lyIatO?99+Mq#iaHoIw@^7_{D>r4!VdvCUj$8C%$>U>Hp7`Z-N9358Y z3nMnT@P%SpCy-~;I6lp|VKTP2i?!y5Tyx>J*E0^2_m#9Qm<%OtDfmh(g{AEGSJtaVp_H zJE3|B!`hXF2#?Jkt&E;0uT+2u^0o{)s@-FZJml9OBR{8Txj8^=>V7cBI?l`PekgNr z>s@js6u!>*X^c@0dOi_-a&EGxpO< z<>8!ar$qA4zh_*J%S=GM|M=ev`WjCXBK(9^Mfjvv6;Hn&5pmd({HlG!cVF@EzPN0{ z1%$F}TwWrjIK0;t^-quSN3q?=?Om+dH|@Y4f8$Klt&Oop^{O724FqXgq!wSQzOzrL@-Dfp#{Gv-=NABM0g@uL`ez~Ewx|exre|jCP$eHlWAECK z6HwINH_&|5P9++Jqf_0*<}pcvcoVLJivTWES5B}G-`ZYm=$)KUY-n_3yGGoVNnJKp zYN+cRUH)E=1(;@NhgV*Z;cvlUsGzW1BiVcCGf)3r8~P6fJC*v4Fu?)*jem-wN6XdV zTQy^F?7CQ{z!;8+0nqeexaeEP1>%_Tiz~HSgbyYKMPh7igGNJ3twt!%eHe|Zbl?AB z?=7R^>XvTdIFBM0Xv)aJb1tzdrX z;)i~yDFfSq3ebu8742%Cgoi}!i|~g95*hA=&?qiGuuZSqqpNwj`~d#E%YtCZrCRzs zT2mQZq3c8()TnS?8j_+X+Yt|7WVQ-bdFOgsML@y6k33YCPDQ*ux@DkUWUC}x_zfK; zukOVKbqzH%-es~u+RN#as+vY=zc|SG^T(xwy+{RY2XWABZdF-0hUa!~-L5H67;|f& zaYjidrOOr{-VfR6^{`El0vmnwixLj2XE^Seui~p5IlzuYjA4nVsD&Uv{|`hG7_R6A4P zitu4w%x^yJj{(<1!qd*2+g zqUeUEWECl^uD7+q2eWNSEcD}6-{1MIUgE&lau%=4 zcaq*hk7pMi4B-r|2}D20em}CcMe*gTE>prf-Qj@OA+#IMZW{7d}yKN=wVV09eTQ4VMG54<^pf z%^wql@SjcLMx^Oz$Sla{7`V{B+vnIXjMW)ut&q?Fl%B^$oLob3E;9_ES{LxSu z>U7RVT(}$F&ubh1_^2oK{Vb;=da<5QP^Avf{hrz^=CU5Iq*60i`Ao@H$+-}5?92aX z-s$9Zk3F26G96f`%JQhLw1%MovsSndV3a_S3NMI412DRK#G7(f0jAQ&?P0&8ufI7 z`QCN}h-ZQxG-baW5G4amZz(k|h-dQ*IBi~K3rnVfK}mqZasI;wKW7z(eMJkDHNY)_ z`nI@LU3s7W6F&dhZ_KXLA^3DeH(-WXQkk{`)L9NU8M7w^_IQYQ3<%+U5Y5vw02Qv z&R|cn@CGl~qO$Kfs9Tndc+BjC3y6J8l^m=NyV+nXp+KIbDpJV+(Ad|5(66EO40=oY z43BBYy#1$BAiJH<+HTPF4L=kYUauEg`@rr}&>Nh)dmr*p>6V<}n&Tm2dg8n8#+yiS zz4Jytj={lloY);v0)F3swJLCGLw68!nU4yfN%uB(@tob}Wd!2HP@Lg&!6NeBrzRb(424Ken?b~&M2 zngv}oD$GQPf3-u)qyfTXgOw}ob$s?fG%EdPVyU&(@x~+@P`E7qh5OAVX#=f<-f5nx z-9_gn!8j|w3`&I!M}v=Buq5`hVgK?~!*sYtBkTEl%-8Po8Kukd{Tx1EiZ`Q1Rl%P4 z2wNHi>rUh;U|xI9nk)@7A+Q$kM==%gb6Tx6)}@s$Ou7uTE>u$pr{^CY?CyH)vnu=Y zs&J3i4s)~+V@muZ7vQ7xNTt;IyicnSP@|gomO}FuoL_a_U8o@6nn}xwdR+B}8ulLi zGrxGm*2~aj=Hg_KEZEZl7Hug7P0Xlqac4Jc^3qRh(>V3lcH{;$=oz1_fkEW;*!S4! z0WOd3Y0d9)ZOV_LQ_s1DGBzoHdR}herN!C0#CpBicXikEKBDxyMmQT*{5YQ^!@Bu1 z8*uCuIwvEQaH$uNhpfw?k{1BAUvOLKMq2h2)os%Rl1Z(zUF zJi>0e9dq>gN<%V5*JXlFhHFJeSe3_9L+Xx%IFJQXp-X{MTvIG3j=pVEd(X7Mfa(mc z+^=Ln0typJyWhN-vy`7-B?}df(?bUh6uKU|wNUR0bwNm2K{=%c>n)6T%kAaxu=87o zlvFJ$;gYQnRxlS(DH>ii6)w0cqDU0FX~X_GM4T(0EsvggFb#SwVA{)GpTchVbn&HK zSpH6BhzP3Bb;o8hSN1ZL&iM|;u&=7?gp6Fnu0d@dy|*e>6K`_k3>C<=ypmDldZvZ( zuH7yt*Yigl4cs(Adk?L%H=*|hY;9dn)B%_IpfIFK*C?F-Br%4DO{L+bfd94bk?!2U z+s{3a+vt^1M=Rz$mrq~e=8K95fy*`2MVV;@?0ju|tMVFke-tY@n2%nml!?i7m{^g2 zkMC#W@<>aA78N_NI ztema^PQ8!7m_i-2%R^9&RlXB>(SUWZjDF;5n}%#q)krQo7GvD=H0>r(4Ag9vaN|fo4(pfd%xm#aMWTY2 z;*A_CNkzOsLl!AKp&wW1j_A=5RVpB!DSD{{nDJ7O^fkQmR|@JKR{dGO_Ar!$747s` z4X3!yo0Uv4Gm9&KkT{RZ%daZ z$KBAgE{S*nNb`^`icggVLcI|}_n2J|U0I9@^{a&fuW`%Y97aurcb&eO(W2mfv)|R) z%Wsg_E-5?JrZz%NW7lK%r+$7x^t*JD2O%Vv(1M+E`o=(2HnpDXW9@t1+GiY^y{|3x z;?N&IRL7c@qE6zAYu1v+l;_3OooGuJg$> z120Xnx?O@>P2dWkSy4HwcQLk??et9K6or|Rx|InIMCANmQkuj*i$MnZ3M=Ru%q%{Q z6(p)?&EBO@(d&hM5xk}P`rU&3JF)LgZS362&%NIjG>`XMbu$uQ0+w1?L-5y!uog;w z3?*631s_j@WHJtZR_{05ngM>sQZ1cNh*qMZ@~VQpRgB;9N*NZd1n>r@5?uq&Z}m^H z3`wk`@NO?Htzsw_B!vG^_I?je>|v&`FK>CPtozDg!R{laC_jHmW)hLh1%u`S@9ocsW>&mrc(BJHNNHiF(}*C9bX$M$vh_(D0kJv>bD9>eRb>LlA3Z>~tTq@Qytlrl3zJf_oug)lHV+(FOv%|kp@?@ z1RQ5EFte|w3oE|_@+X+yJ;LYDsgXAm3Ld3tU;U{v?DM3S)_C$X_-oBABE)*71=E%% z!8@b8%g4_^3v1N8k_1(Z(RyQ|3VWb86?S-Im(Xx&VdVyY7H*wxoT&0`(#5FXci>|U z9?|TS`RqW1GhOcLrJjV*4jCnV-F`q}1kM!Fd?DVF4>0*^oF4=>aRmVzsTp!2&23Tj z;-W0y?eL`#EfA?!o7Q@*0;+!R2ska27?|PJMt78iU5=gk>ip`9H0>I~EPum?c%ntR(|-Jr(4_>ip^Q44>*JQu87Q!H|KEFI4^VHJG=t z(tCC~jP+WOT7j-Vbfuk*&xfZ(_i3Myk%N4YouJ?Ebr<>B$AZMqVa_9rI>9{t)jm(evf5Ad9*OSMHjaCtwe1+m5o z$Zv2~1GerD?@Rl-&1f~w{%gs(D2D^oLREI+z=Scl@ZH;oJvN>U+QjQMyikusvG&J` z*)NG=J+WcfS;ArCp?hKS34L8D@GXNxDA_}V;nK0s?dP3pNav8|_et-Zr=Qnt#%(@# zH6rqQ(k+ou^0I0NXm}Gvm09ds;M7IKQ`e<%4yFWRv}18@S3*J znc1qL`bd>aV(jZ=UzoFW@BPtpJX{9&7K52Yv$A^J4-e>IC(KuON=2K)JbSiC$AIkwz9;l+}`-ZN^q#)@{ zB>Uv-p0O0osF5H=r*V3&)zkpBT-3A=$5@z=5FRPfhLVBc!l+U0-@FjT#XF+}=u6Xt zgb@1~*K8r;JwRy-_dI&GXqZ44zsThgZSrkhUDFl+G=ptm9aJBb#fE!VW)WxnK83yR*ddvu3T_QHdXR5ErAQx*OYa~a#(C++(upSZ=^2cRA zKG4Pef-~Cw?r%_#A=TTQ?&Fa$AY4q#U>8YXwx{7gP6bpameQAMkrb&v%*y`c6Zeth zUNr|sbVTCVoH;;~!<@J+lVQ7CycF@k8lCeDdB6N5PK1u#uSi=jBw1bF$Yo|jJbTN? zFdHb8`+IuuT|8cHj1M3Y?!{yciQjiFMCWwR>3&>Cz6FD?x?qd^2wK#T-p&?js{8fI zg>7H#o*OR6W>RJ0@rxqvcSk#I0YizqnF07OFwTSDngobYYDfS{JWpBTt383#0$$HE z)B}F(KjXxXa==>#$Z;{ShyH$fC=Cwzims?}x{T3G){82CqQ(b?V)$uuGG59w8h3pm z$CDniRyS0QDChfl2XuEmgQPg^Sk;ovn0`4(IDKNr9yQ@|z88Ic{Siuz8{Usc1h(u? zRdr+P{F7ho1ib=krW{ zpJ&qI<>mCJ8u`!hE$3a#!&_IZgRB4i+n+~zf1lUudVB=`)6oCV@r@NAf49GgRxkbx zN&e?~F~84?{k6H#{ihxAKi0&bzpo~NYM0wd*00C^nyfzzkAI#@`ujYJ$>G7sKgH)? z6Za39IxoWD^rmW;_KhMP=}#>!E%mmELDj34 zdP(Z7#rc(Y=Lnhddgc})*&y|n4rq~@K6t%6%`D8V4RmX?obLcqa0dnk=!ACSc3~cG z4-l7(!+1aF^0H7qChd)5RV!X=`WLH%%||y|E=$}-%9Hd*hs?19JTAoj%m}|2ZM)kUmey%D7i^P>S=IjiYLKT&R@JmAs%@A1cO7(D=MnEC47s*l z-RAA@HIEvJ_>cnv$#3oSsK0lb&Y(tRbmfv*4BBASuSV06k>!hZoxf_>Nkx?HGri-7 z^s2@811_I*Zq1Uo?@Xx+XB<{vL0s#XF2`JpP$VU@Uw`=YM={vDw1@;B@rY!+to1*i z{&Cs7K*hqMS|}nYf3R}fyhfExHaq|6#c|u|gh`_eVxMfIT-H7r8Yn83LDAv|i6ZsR zm229zmzLeC?Ze@;7ykzi{qOH9OgUB@at_Rw_ClRCTTrh;r3RJ%?sG9Z7EVp`VU(JT z%%Ja>tza<217O}Mh4>pA=gqEus^sg*$X*z&y`HZ&D;jqAO^8NmnlVC-ssDE_px-Qo7p|L%_KnEyN0PywG^Z0l9LdP{i0;Qmx@?cEyFylm|IHKOni9Tr zQ7Aj_ElKR*&^1qA2}3sJmabFSuCzSzCmzgeP59S%L1t9DWjZN;#@2ZI(&zv3R9{Jd zryO|v8k2m4M6hD{->P89<%MF$0aL;pAHN3S;nKSxaac*VcB%LG_m@d};cHAGEfbXp z4W!npu@3S@P8z>tud1FWa;I7|%Gq`xjuO$+iiVz!vy>DU*V!VE9RheY6CVqdWY;N5 zr^L2rF?{;;>Gj&s+5}1aqQ5`HYmtpm{xOG2>gF(>=}-y7d=SL;V{5`WZG-Lc*DC{_ih4e zmAhfwu(!a_!KS0P)lJuE$%H>jPDQp*mvj|K{Wm@!GXCAE^qxuYX}T^3?(k#^VL$0< zyWN6D+3in{Rgmg(uK5`rnace zCQ?u1*~k{(JAU}m(pw|*keR4Fk_VYGj?%~;9cl{+k7=e*Oa&U*rfWMnj(j$9M#!fQ z4kCQ15COudpUbX-_HPjK~fbCOt~z zudc5jz#9c(&lUDmOfPA8uo86DRaJ{ErwcKhtPOm!4{IeK6P*hMaPKg9olVD*wp5=n z1Z*WD)~AsjuZOV&ycg(iLs9)8oPa$u{G=~Y@U1ZS6Afv<3Ky{O!7j-FtfvKfGnDD9 zJ6f3{yg5R1b1uBR-Yw-2KNe@mm8PPn#wueAs5!}O?}Q*JXwhk@EGRY#J=MTsMl&hH ztG~jTl4elVKw4TMfqlh$08&-vW7BmpD{HU6cMT$o>1pG-oOn9XWexkT>i7vWG4KBvm=IBddOGw?#l0$Y=pOjK|Fw;vwzxS;w2`YUjLtt`)I&-`#{VGyEntNMdgXBlZurJx;LZJ_2}nSV(9eK(3V>eE!Vq zqysU~D3wqcLm?!$-+ZV{cQcz@KK;IJ8xO8X<{JpK6M5py%VQuZ2Zi;d_s9X9NXkpVm)UI)=;kS6V{w5=(lp3@EM08v2ck&0GXfG-YD1>;D+|v#X-n* z(UfoJ%`Br{hZLMx`9z`Nwf;X`Wmx_XI^l&6@Hgps*b48@|KhSV45WfNP15!rY zPqjfOMo3kz1JI zg->L@_{B}omf7H$kn>tSQs>4#C6x#(x-Ps3sq-C!L1wF8ZvHu@$KceY@;_~1bv~_#o%PZJeUKDC z*ttb%!!FNt!t5Nf1f|)sUdhLhQ z^x8Q^+fg;%N@!H8WJHAQ6ygAKgXrWL9P;X5WTw!oW8}RaR(zPX)be?wpj(v24vzZ_ z7vnK@>R4A{s5|p;fBexB=|ASnW7)AJ!(*o8XkGR;vC5pix`Z3LNzrT)F$%oTlLfyb_Qy2S~}4 z6m9X?JJFCTx2R7RFvq@d!-lF=PxFxT%ce&D20Oa!w!*47w73hOM~Z7nMQ zi6SW}U=vqIMzUqWbjOE&j@NmiL0n6{q(k$k5uTVp0>GYiW_3bR-?P_M9 z%3pg9Z+}pZ8HSwyHclOUd22`1J%82cY~i?Q$)MTfxdw^-II?k`!B>9EVK z4Yf@4hK>M@7tei&9t8@frG4*O#0Ch{QmszJgz^)+9s4|BnmYc@-S0e1rr1Bw!Ly*+ zDwXPf)R9Vll!nvcw8PfCeu>7qWw}DHb%UG;3f!&Tl5d}-S1Oxt4-5hm!gqea0+HFGH2gd5NV&DU-Aj}?mE3Wyf@;OJ3C2O(G2#NpgX3}BY(%pn}Z9K!;e>!RZ zYrvcGTQy1q6R$Nk94!T-IKHgVd0rJXR?ox~EBFMTqk1}`L>d<9yE?81#C4ZS;2Vj=9uLKwAr$wUelScX2Kes$2_}B*JtQkwUFy3*!R`ls= zw2weq2U$0?r0!?#e|QJ_FQH+K3m%vFCa7T;Di~8LYH=7xc51ZV!mBo*9-`;OR8-@T1YQCAyH1f3J0f~6)&GGamJJvH%~oCw0m zaLxJ~OaGf=Vbmj+%>cWp;nq-tFs0kp{v1)LXMUCLD|})7tY_XU_%hWg#t7YboBLOO z)i-60$zPd89rU`#5i<+y=AA2}BpNG%3&scZ$A;jZyiUi z@@{KfDE*?zwIaId@mnDW((s4~8Svuj!$0-bpW_DHa}BIRcv?Gr^0}j%)3;2Mtlst@ zsUgXg95Cpq%oh2e{Az`3#WzCb+dDVa90_3SXpW$TwSLXZ z%cJE~95UR^4^;Y>)VPOu&#N*^<3@KgnVl=p+eFxXh?A4mnl@87%w6VBtOPEXCwdw$ zQNy0z+XBVqoJ3iEeo$P}^{SQNSG(Euh?F)&l@MZvFx8{GOfmYq#^CIa%V@liyl%s1oAv$ugm<)ms3o$NYJw5R#wT)!ebK&UCa3`GXtAa9raY^;3f%mQ{F`Rtd z5W!yAtescv8dE#Vkgepyq3LD|eK$54~NVfGmJ33!1Ph4JCQ6K;c1tbcjp ze`MSP2W=S+s)*rceW|W?VH`+UIbQOMl%ZW+Lb97}Fog~+O<Q5d1JIPIh=i{ z=Q6s-fB6&_UZ8h~BKNsv1w}s9Fm5K0&UpF#i&3-N`+y}r+dKEJ{i215om8n|slGN^ zyeQxONXrzQvV@s4k~8#y!9kmhCk=lSQ$MDx73Pstpc-Z^MjCr1r%T^}f}QKVbSZPc zTRnV#Gt{C77G37;p#pxd{FJs}wL1+Vz^PS6b$E!q6ahxlv)Z(9*wGzdI5|G;nTw|Z zI{8Ww>QyDT^9U8=6}?C~KC}<_6xxKXJsU$P_enpj0I?3nw1pjPq8Y%e$WW{bqB<~E z9bhY1sVE}9rg(IU2w9}avOP?avvWwKby2@y3>C>0`Q+rkA`JU8750xQWE1@Dc2}S2;t_tjVLfOm%V*w6h9xgu`aIb`T*c!twtI; z2Z<_YH&eU7=I6DdrD|bLU906@jkNs2HBOwqe!d?*XoAH0ds&1dFHaD@(2m!kz@h_n zuh@SbbkKBAoNO?|AId&u5!QhKv?0FQ*+xg&e{KF#-X%f5Dhl=_=@~Blt>g}>=nrq{n`_EiwAH0vbYcoK?9wWA>9^SMzg5gGA+)yYqL-k*riRzd;A)Y(DHAKICcTUE8 zRMGcdZG?wan|D@e)*1U{`r!+t6Eg^XB;4UP{e2Em{I`WNHXw*Z_=hMp?_*S6L_uLeB+$bWgaf2uJ@O5l!9g9i)$&j|AS zkD`KG|GMyBqZzz$z#Y-Pn@#@3GyfZkNR{RChcy1>DklZ*2)(}svHEXc`tQeqI0@gs zUHdO!%crz&sbHTR=Q;oSvHxi(eE@Bd{&Qmf%K#1U3l8EfKq&NIz`1|C7h{*p(|=z0 zuLmFR1K}1AN?mUGzj)?9r;q^7hxV6~^sj?oKLLom01g|N{{Qm90r9&3=e7T0{Qt!3 zUo!Xq#OrTz{{O`5k9G3@qxQ1=DhkEVSQh%Ar5{=v;e48(u?+p7rWG@Aq}-aFF)~fo zZgg0$ZxHAIc%%EmeWml{yZUTwU}P)tS^4KkNUm-f(B}ByorE;i2Q@1-KO3fI)Wgos zs`z$mH9~^H1nA==LhV_0n|&9yod-NSfyHNjj=Km%od0U9%e-rlrR>%w#>$vxUc0KA z`WI+Ej)Yc`lA6{G<)xQD|61^>c_!{u)BPpCtDMQ^FT5gHDD^g-s>NRSR`O3AtkDa+ z=baXeyqU^X?mIqCo;$L*GuwEi7j}G**!@Ze7j-=Z$gR7S1gwf_J%P)SS;={Mvc8`k z->^gMlm3J2*61GbfUeb>pGv^Jjc0jkw@*3Q3G`0`yCVPhMzl&n4L}E;D+do~&z^sx z0e8GJpKx#TzRVf^GS1t)L!2>p*0$Uvc&~FDa@$s~A8=k2(kH!affSNsw-qqGr@JIr zZ8HyM93CyLT`nHcpyI80(-3g|qIA3Fm!WrF-&4P&1B(&@^Q^bqGhB@CZ!Nl|C)-0B zeufq+T*qDZYG=TZI+?pSc7#w-<1y$;CQ+-NmU_fVPyqbAfr1VFop7BQwz%7FAPedAW5@%GtO9(b)QCfm`uH};IP*XE}40b5e@#7&`ead~N1 zjKt*sZMx1u?rpfRP37II%_m8O>y*V#0$pwtpr94@x3K84=KRYZxY!6#;ac-s5Sx--%2F&FEY`DD`rXO8`F8HJR`wJZ?xH{{ zIugJ9F%e(4?Ft8HnKbK@QE@qA=S}^wQj*)mLJl7k7DC;XO0>DQenvr{m{~?5c)t_( z*~%mS%r~!NcfZFQ5D8?QiueT)&Bg>51)#gLd6Ah(cs>0UBi_p+V;S%c^DstRV;lA5 z9!aB=FLLK)*DUe+L&xg?ugVN&DwyMot5h$&JCm7WwEw={on!xvjBe83koh@_Pa94|z?z0u{p_LE!k8^{S=akOMMcBTb zBs9!s*a=!Wd+Clkqm9FIb zzk66Q-qah-_;RRwzhINR{&m)B@Y93Gm|=+{5~pI+SCNp(q24?f_1tzvOVTC3d#mux z@S_Ck^#VGYH&!~)BrkTTQzhOvdF~qe8Fb~LLvIx^;SMw$py`3k@qyZY)r}re_uxE~On{h_ccg8ed zJjhi_R5-wVERme3a{7i3`lS02!;32uo$sAInio47NklVO`@Fw!W=g}33P*X*i{1$_ zocA_-3{X{R^194{mOt}iNQiSfclZMNUM{qTzf|`I^Gz%bqKnEitm}(XVvMy)ML93_ zyp%f)^8DNO&XmxoHeE<#+hcfac7sh~yWX!_EBiY&)g>(K94Or*k-p<3%ggj~{THP; z>|mB}^6bhk1`2ojTh-#Sta~(IDm;n-z~aCsEavxzn=K&xI+1o0n`E*vx0 zOIl7?|IjZpAHBP-$Hh(4q4mzmZgrD5e^bJ!2P2_y2P+h@Fo}P_ zkNwGXi2L-h3bm1zQN3A+=F}AJ=Y=Cs1uh&P1$(+u%}aXi#+TcwA6XjlnwO7HYzv;7 z(7S)Tk57;eG6zb#ez}xwM{^C;%#;lU60x2- zC_1}dJ!hIgxVFjd0yeJ8;T^8g$C2kXMSBaDJ(|G{!GmF?ql){N&lwu*s!@E;^fgm) zR!$-WR`Fj%CarWxwA{78ZGp2t&&`t7a{A;=WUt@8om~=8srEgFU>IIf2}OhOjUO$b zqHP_;HRXTu$t@d*%X=Yph1#Yh<&4x{0FQ{lBoh(E+l1m0ExU_N{l*Fn^K}f>W^P$@ zdn#YsUS#SBbZf*?lI>HNCe6_&bgW{eo%leBY%ZdfG|t*6s*xt>0K3;u-7d{-x{ zs$c>j9V}nZjC+EQs|Kv{wf&7E&mwz0vxfOE6%r{kc=P2+w2c7)7ZCs29p7^1?^+2@ z8=Efen@|r*xkNW363f6ZBFEn}9(*V##L9H7w4AW{ys)0=rqSi3p-AyFLyw9?3sPwb zhh!8dJZZ3t)E6@=IV9!U4Wtc9;qyL0I-Kr&wx#84_IX|w&{ z)bIVKq-T}PGi=mrc0Sa(dmFrGTm1E2bR=w$N|}A!mq*PDA32y5K>NOgqUjz=*#p|U zyYSNTDpQk_G3@M|S3jC=Fz3_*L1&aVD+ zU|uDO|M+!IU2=9nvOfnQG96$(iU@MAsdwqtuGALt^5_yC>7UoSZXZM>553g7FTvt* zc%q_)EYApRhM34k*p#Qtj-L?NC&Ge%O!kYx6q z|8(|M@hy2peH}Te1y0m5osmzJ@5$c$BKT4&BM~lR>SnYlt(qmR@9p_RqnNRT?)&Tj zgKZ>^fxdQmLT^MEbVNGrXXGVKlNG~y{(kRTc6<3@40RtWgr|XDYv-b|@NTYvLB#`b zd7e-F)v?B9jVD(`AV@pejE?tc$9bJ}u}GXz8h!SB;+x~)NjFRlkwd#>+hyWd8<`ZB z<@M8{ZMHGP8HY+*Jb&p&SQ2_Z;pkU%&W`N>nXdwMMt5nQSX@Uyd(P1j)yc-`<Pg9k;)=M{5w8`CZ@j~L7^!-cT}$YLrAhF{{eFgxR%95}Ym~`@Qt|OB9G+El zHHeA$=EN!|3!+t2`n=El!rO8|VoEk&Vh_ik(X=B%-?=W^Dw)J=j}L#p>-I)re<2uu zab|WdO)@+aXYo|Kz9u*P9HT9?Qv~u760hh{}S>g$x$+vB1M@*cl*~-TsC=kc(7#YGuPb$&FF&E!eu<{RdENM zkEnCD9P4rGExJjQh%)34Y|C&Q&?l63B9_E-L?+H|LVpBQ&1R>>fn0E{75gl>2yD95 z>{O)jF6ixa^SO=boQ3w`J2=l~Wrio$vpdv1!hentuT^-ju7-}rd%%Y<9%CV65ghL& z<`5U|l@SXmKaoV&2o371L%S6kyU{9Z7B+HW5W*>F;Q{X@N+wZ-=B(=XN?5q0A-T`s zeiK!<3|8$heWQFy2c8lj8s+3K!C!y~(4xs0xxa|9)z0l<059N?QOsWRClL`DA|o14 zMoZg8q2(ozn8KT8$;{Ar6-mgaeKOJ@6`zqT=bBUGx48Jfi@Y7a4Kji+Zn(o-1NIOh z8PD4mfTi46DfvMZt;?--#L}R>GS-pB<4Mzs zv+~Y`YtrsP_4abb{{Tlm$p3DE9EvTT`%$m$>NI|yL$6BWgQ$;_MX%&yfLsTL(Z zt#~9{o@*@+tW;D1#vz^rn^L!$1-JY5HWciDlYaI*C%7=*fQUx1R-CYO zy>N$1rY>HEN+5N32FaB#!6WXmU1V#?xkJCly;i|4A&!Fa`WZ4SH2 z9mom@wr$NB>_k6kYWbj7EDFtFn`_+GqY=d2Ls3KBurubGm9o1un1G%|`a82($%rq! zTdI1o3qOJU8c_xYvV|pHb&QSH)DA1xT*#W?nmoY+zEoR^O3Bb=2 zx+a}=iFr7&-_C^~k(k#JXy5iu37~kqSZ!W8=RUf<0C4DzSPLcMP5+V!ZfJTI=C2D{ zGC_T*u(8hjHRO=Vx>H^E^0?^qN$eMB9ZqXXyOHU5VJ6cnLinCu7}uj1xEZ#IzSw_= z+!z3C)=*e_OgMo!Nmg8tL>e@+y6c3!zAskR5xpDxo zqkxa_cF@De@NuD>x3(u0=(>BMQ5ruIXqyYOR`KGO0iH1eQ_|iWE(BQU5$-4u7+cfZ zS}$*pZU4#S`6$?UD`EC@{D`&6?+*FRH>S%*UY_M*GI>gF0{G4(yZkHsTff6Q4Q(J@ z2B(6pLQ7F!Gl`IaPm~hkoHeiFl$G>DX^f>^cguO|iPT;eiON+(2;Tob22V#NRRpG7 z)n9NSzjX@WEE379j4EHnnY8HI5zwu`UxeQ~(*Wx!OVx7VVUgFsIau+mm~k7OU%y3M zuoY>IXikFcLKk?;7#m+qg)ntxFI~J*um!e^3Gs1g9nIwvg1hq{Le87^c>s@7r~aFV z?IM!s7;TCZw;UI%o2}67)geaPn$!*I8V;sH~eZj@FhnT{F?X7j`jcbZ( z$!&`=$|e`%aC<$tzlAWMKYAeb`s<})Ty{$Ni=$}Ez%E!LCBifTvdh70TtZ#M_88w| zRs)oph}p32SaXK_R*je$A}k{&4T_-d(ojzVjGpFgm0{tnuO1Z4ioO=u6m_kKN_kIS z=*+HtoKxQ>(3*)~9xxxN2E7M(Vk~Pxo<6fi6?TAi8^%%fp8*9+0L-4V;oS3KPT*k| zQ=i}_Y+gL;kuvHBpXmy|)d@ad9$X2fRpVqy@lBIQO^*e8hL;YBB$p?cMcmmZjxQE$ z>?Z1Q^i6kY(rkJkD593Jemlxf8`;<){(1j$v%Ct5z5z#)Pc;c;=#}A*r4xz8?zr>F z2iKOh#y8fhiKVamy|u_;9b-?z2q&pI=8MvPsN0qso5$xPM| z%IhYX0jnlHYJY0B)tsR86^NV(*bFoWB01a zUO;+e_c4;MX1;(5WOsHb)ce_yECI5&@?t=i0?^d5n{4{#M?p8^dqpK1$&s2M#sN-6 zb30yjKrPAhjwmdLKT;nW2z~lT>B)-mYi{9DEY3*6}1Kte=_Hdbv2eAgG zxsV5ZXGkOyZevnIP;Y1VvPvdpyf0Sau|8gYgxXZ41B?^$*!iRd5S|oUr#dJa8jo)w zH+jA#3<=L;S7$DLR=(`4ENN@<`l&@J z`$SBPRP9jl4zH3!Sfjl#reaa?u<3kV|NDhcc@|g4c6wp;=-#pcDe)D{Pdl^A8#WW3 zOup%cxoNh-(me*r^`U<&g!mV#4+Imw3g3J3J-tv#6fKw&Q7ZYx1*xh|+wJwdn2BBE zdw8n>4#0*BkYPt1O;D5S-iG_-)jKA$ibCr#@Z=pP0XgbqeE+L#Gk}@A!$)IuQtHg- zkwi}S^sS1h?K?^9=%GPb*%NrM>V&Py(WFYUBGlWR&}`dVx{vu@9M#}iC%MY#Mb)T2 zXCyba&9vCY(^pZT#zq6@0Qpz7t}ScHz0%MBkqeL^&qVT~lv%5+ps=fR;ms?8fzi43 z2cJB5JVS0;xHm z^X;!Mw&VcLS<3B2OYw0sZM`)?meOhxul7OF!WTgQ+|Sj?J=_qBb2BAQ2+*?SF6fGp zwoU8G*1sqk)OP7PvYtI^T;1L;aMtTvU~pITQHMr@8ia6RXU=&)k?vv?Dj4!~*zfJ= z%mz!XBf)RF$9E$1L5dT z$cO~cFE+Czo!&E;hoRxNzhz+slCEIVkNA=i^_t-K{$uCWxVzSE^Kak(Z}FsEnlZ{? zPifxSVreO^dx+Kdr>RP~AqBuDQCz%zH94)6Ola0kL_@tt(hfMf?pTLyQjAUm6Q?Pc zd&T(?3mhIQK$=9{+}6ytcrf)0`K7Ge;IIG=;1HLdVTibxcCd|PeOj{|ztumzI;+Sk zLVlX9v~jy;1iZ8tH8|gtf_wKO3-fZPc<)wiCfhM~El#rU-FSc7ZB;B)d^o3?aR--} znc23bv|->3{V+l78v`eic3q(nY5^kwk}GI-OCwP$^j_qI7?R-eMH+!S*X$X3 z7sT&IjawQD#;;j^l&d5vKzn_~1)#?b-cWBUSeJ5l`XgIBIM#8sjn(OSU2bL)pbIL- zdt~rgvFA>&DxQa&x^bc+r$lB}Puf>lW4fmz=xPvl2TvlyK!XL^`NwI@^_Ke`bhm*I zWhtd9m{TNKaJxQnRN#!~#70myn&#!}5l=Od!CSC7k6d`{R0Lio`@F^oW6`YWa&1

hf#C?(%vA~>cd)1SlgCLd*HJ*&VKpn0Kl_#9vg_xAZ#r*O>1(l_37e~{d{NS?0-fQ=cK;8 z1Nvjn(uJF%!1R=Ftcrw{vS=q0*L@m1M;8L&KzsOJgV)bKIaO49ObZg2W!89>6ePlD zS%tS#f~|CV%(VgVLmxj_77J42Gq2-)S1+NgrOC&zH$kgjQql%F;p@m6{)8<{*iy)m z)0ICno&pNA6)?Om>Qj_`z3ncF&{?Gz?_$v^tGJ$cQLphTvG}m7y|L6Zw!ec#3FB%+ zqDBfd%g|U)xq2zVEs?0-ISkE_Ff3G5DsF&~`0^si0apbk@<*NGnRzCyaoLOky$8vV)0iff#ZUlxibAO>%r z{;fNjb)E^MWc8I(+zP`noe9|O?wPQvB}&{vD=@^pj_jnEKa-}2x6ZUoyUko<`94At zS8{xBA$0lIwazLb!KWqsFv{^h$a7C?L>0(#mZY1n$jNZo_j<3cUR!oTYxYe!qQ%$_ z)qr^j(eDoxGup(cr?Qs+|JZx0s5ZZDZ}eX;(Be|up=jFTPSF;3Cln|eoC2X(afjj* zZE*R~gH zjrBQLqfZ1lB^SaGZrT7OfX z@d--v=y1rN+;y^93=b2&CNqgF>BY97t@Yb~a(z8mPGjwZV03bE>27zU%@N$qn||6F zXr4&cXevZ2<$VG>4AxZ>jLMnG{KPJlpRrS<95yMRf3O%aRtDSg_U^2mk6uljY-HkF zsJXRgbUYHKEXohy59R1nNE%SnkF#`J$zw=Z9}C9Xe|7jDpOhkjHdWWAI)a4RK>Io|Rf?Jwd zq4I&8gf&xP!gj~Y5!g`sw^iC<0!Blc_1=-E5ByT+dk0w6JmVp8cgKSb)NjD{Q~L(j zA;(H7D|;LHS+UT~Ndbnx(I)q-tGCIFOSddbOsaKYw=x0O-T^9u2KR2fi|a_Em^8-^ zSeZ=)>`8&1RAZ@6gWY=9^?yS?|FbSSC$LrntZPnMTz_*iE7;gVID6)-}*#?^}Z zX@Ghjsd<;?C#;PXuMy+8_?@uUCSSb0eE)eaODYL$}Zgd$i+KifgWYuL=O!5j_ zI#`~3C;N|8;XyF01+UYhqw9o)wJ_8^ zM%HQ!qZgtXAS5fy>K}J^<%@-weOKe3X)CxNt0c8f)B^Jq+>i7co4sHawM-*!ZIB7? z3M|wcTmrGKHwwoeez~5;+J*!~nNPttq;p%bX1t3_ID3kH4AtTja1a0J@sX9V!F2ZWRDmaYP6q!i!5Eo~hLyAjYvt;aQS?9G6%8#)J92EvA^U zglk&uw}`KriMD8e`YHL3c=GI-3rYZBLCmwhDw`ID&T-08WnwgkP$;X}<#yvbpxFR95d2gQS>CA3)iCL-E) zBlu2acBUASusJ;4h5V^s1{n#>CSo`OhyU=Icq1raL=R^|iVSqG=ddNF`+Eh;<6kKf z?tfxTvs&M=nGo_%d{bD0FawrNxXXZ0Iy{1C_n(uMpriVfxA9XE zCRIAPjz&QliDK@IMT%i5A+q=v&z>RF1M|KxOhx2}+C^;{8J%9FJT)b7W_oMp-_ac` zvmCxz`!Wkni_yWJ0|-6%c(19-Fs-VL5YkS4)n0qSUEwoB)_bfOb1sWsvKyO~-o*$h&P ztfFB?@J=M3s!|GUnE?NB=Ab^G`sn4l$k3Np5BVKn3@u#DI(28?AZL8^m_M;540+qK zy@)v{Q2_eZJ7r5D;s-iJ;}RF~x132od8>VB-59Nmn zd0#^t(zg!1{nLmiRmM+#3W(wkay#toYTo$vR7p&{&`x?@wZ)CrmU1jhOd&2YdIH=R zyk5j<4W4o%{OfoiS$@lnbWM5m{KyT6aPtvU#E_Na=iLIJzP`cWAu>V(UWS; zi|;mzv%4Tc^rq8=Z5T*2QD+5C8H$lx)G+; zI%R&qhcO!#IEE9<{}aUqHlU#5_qSLmvd%yPf_DraNiQ@EG;*H@c1z{_UN++L<+yWr zFdKX_pm@z4cfcSQ>GRh4+@{UP-^N6yKR&ON&_^F^kQcL@o#bzO&@?p+0HjjLu8~_# zSctVEywvu{MC2r$HQ{XF*w6O8o z@~7@DZ+^7qUC)>BvsAYWel&I-VY{cB6)pqrb7d28z3!RG`u);quJxZn_PPb_WZhYA zax&IB+$QK}*t`9l{shbSKg!xn_RmUG{Te@CeJ{z;$V`1jTsAZyHmJ%`t@19Yb#VHT z1#@sOCA>RtR7H5b7zEce^V2q^8_R|*%-r03fcouj04*Hn{r#zC++CyjWs(;$y(J2D z&em*A)%hY5R@4sfS_g+TmyQ3Q<<|FQz?NX~C=1IAkU;9BtN5|L{(L0!lacP>YvU(H@6G~uC8|KjnENYTKmIrB`5)=L9*ZP> z7Ej<`rj;!nohN~J=Zdr04Ick&DL(uEBoF*I*wh*z{JC=f?|R^WJo*1AhW~AK|3780 zwr9D1*e9z|2dn!-*iu8!a2EH$Lzi?g}7kjKj#n^vksNNruXNzrZ@yc zMz{6Xr?TzDSxg+MXZTOFCTRpU0!F{BlTNhQs)Xd{mxS<91jz;lB=<8mg)2bXb!p1~7O>@=qk) znFPG>TTAMK_Ooz(Y5@UVJ20wU_Jgc!mtL*QgM}>kJJ2urpx_T(tfSg!Kt*B1cT1o} zar?YcH+C>p+_Ux?a{+f>_J3bd;+HM4t6ytBjocG=*^f=X>#S{%cssM*|M+alfpUb_ z{Gf$=bd&R^mEy#$xesJs^d4;+igSbO^0BJ~_%`+|x117=>C`iFcYZQ=`*U>4Z|j}$ zIOG=G?d5q9vvXq^Z9Wc%pZq3lz4=Y}uYIU9K*14*1{5Y{b8C}a;F;3*RN~nu0ckbQ zO;^=|E|Of+Kg_l>L}h*Fa=@bh1)~xv^pV8~l3C+6x!EpRZTDUx%t2*|mmG zsBJ3yT(58DBBIgvwTKq71{;4=zMz>gTgAx!uA2Hl90I+=iHc_#}KimN=I^fT@ z_ly?Ga<2#D@$b4u>I9tx9}Nx;hDAK>_~M)LL;X9ghH9Sa<*!2e6+daV=dxjbRx_*C zqd8dDi=xdPSu|g*+{=N6_a^9MwF&EjUyy#GXBKDD*ptoWi|>g zMvsF!^I@3~Z3qDuic7WD)Zi}m`zb$nUdmimS9iWgWpA^Emx%sPzaD?Tze1BU?+?T) z1NUsDZa2ziU+;wPNR%3A-g>uI9l!*tE+pTmybFiLDA9&S3JPXosUjIvvl>zN*E_V=)iDOityu#OH^^h!M@Betuf)(RX zQkqm@afLFE3o$R5>1b=SNzBJ-=$PqEJ463%k?;uE4njJh^m7A_^QR@fLR;!qS@+RW z`;U&x%XB60>b+YT(d@}^y`BLe%HnQ$I8$Aqv^&$kC&A4UTGlUz9& z`t~$C>CY@NpC^)M%3|?B`(jR;ALd;9B%}NsNcnG%d#?6`5C3JR^|y<1L`(N)Dd>_k z9MxOlg&s0=Vmf2GzSs`w<34ywOADe>77GVNPp?i~NC|QdEsUMEyQuML2*c)XrEbrA zxH%1Ph#Y}n{8>QoeNK(87NvhPBp}yTWmzHO- za#FViWwXwsU&OZr_Do5-Tr7qnQO5~*rgLlhy;t#JG?9zDQJsZmGPSPPx7@sw+ikvEG8AQ<|bn!IK%!@F7ZVefQiZdKynN|qyEc24?j+0z13vrh_I=&>tM~>P z=}Kh&uC1~BXOj_f<&_-N_9To>h&bfgR^WMA+I$Ldkh1ZFGk@&Q<>meT5 zksS*NX6VNVPnvsP!I$D>H%q9SPSo$}XL%Nh=C{VCm)16q#f`HpS{E{_j^gmRWQTnP znMsFD9a6>bh;@ znxTd))NjGQ!Cms)ITQJrtpucd*mxeSVXT-eY35632#w20bnc@rGC0K0vDR)S<`122 z66KPXCAsgsPMEUa`YyVCT}~V<{A_POwzL)7`zB%i%3a^e5gF2Aia5Ly^qrZyXw@dd zJ8hpL8(uEQH$nUSX4b0$IDbvaj4v3ajh%e5|3S((|M*^Xf6;zWR|sb?m{0lQ92^$z zgc$PMSRM3_UfM23tQ=NXNfbZyn12zJ>LhSmSNPPVyf@&t%M%bD>$9!x*a>B^ z7c4+YxnaLi$QhKrX0kOoPc|?9qq3&=1SYPb=R|NFfE z!E)ms1Ffj|iD3N!FAe+$K8RmP;QT~>)!O5X(+`vTj~PM!)$jCr>X~1UfaFiwtW?Cv zIOD5J^)r~j#*1k+axh~u8?!}{-jz8wLxAzC$_j~@`$CD7k0T1$2f*QWbKoSnTKEiRHw^!z0}NK6MnO|Q_aPO}9x z)|3525P|iM_fMYf?8bJhJG|sB>x?x#sah8Bq~%ItH=0JM>J$EM{OIe`#!pE=?_fPV z^?^&yR1_7v@Hkdf(96!2}pRCYT46G=zJ2EoY4N=LNHTwJwsHeh`PvPa4TEB zd>(xHjW)CMxzB??1;wmJMj1yJSyG%=+&!FkA#Fq5lRe~<7pKw*f&y+i)}z^vrY^0- z%lEgR2sNFyVQv1x*ZpL(8P4+hV23;+!A!w`y#0=E$gG^e>xOx9`dDdidy*O0TeQm| zvb)twE2W4pU|;J@y-c$8rC~G98*$xrk=LAW3Ll^0NT$o+Y3aNzi(D)n3YjW-blId= z8&h?LE~~(&C8Lh%qE*uN)2(4%DiR-xnEbC|`_|(ruOPkeQJv2ba!W)T>C!N0@6@$! z9BoaBoqrrGqdo*ZP-ixX)bn5$Q=AS7gVx?1sf)haCi%FTf$j@ZDMTcXpJ=C>*~Djk zdk#`neRz3Ov@3f`;%J3nkh=65&HnQA(#(-zUpC|k>}8lkrhy^xiv51doN7FqFB${8 zbVq}xnlA7G;dP6;gv_7)nY+Qq5;uDQ%K@Lv^w!TjOIPZ)WXO_D{k&d%h$6a)n;uis zVDg2j!rOhuORvfyHxB>q_SExoB{OA=He(&{PlcEW#qy80CFL^Ch8)OPYN7j#4z1XI zlbERA6>YG??63wRnpP6T<8#gI@S}tE<;SY3cota4M+p_Cn+piJ)o%i5Ha@>DFEGE+ zTE#A)YNc~^8%?%Tb@f{IhypMsYij{JP$voo*RS4Gn&P5G&nQLlh#h4B^{}2F+gl43JFJ*^E02vLbF&WC2SsVK3VqzuPSUm}UaOdh zf?R{mh8ZynhK@hm7#-B+iAX1)NLA03w?^Zz^v`73G+uZVJ#rLc-9jhu?$)99;z@&3 zM}igF76D?PmMb=tfp@2JWSi7&0wZD=7Kzub^j=-+c5{?cI%kUZbBEqu1s4P0IuMRe zv^w{CAI-~LL@tL^y*naa@Z{D38L0Taq+-xh^0^~k@Di_Ap$8K($F%V%VRgHTH)Pz7 z{Mi)eYJ0|#sN=v5Ndeb{U!epu!#mLOS$^dAu65+tm>H>xm<-y6>1qwF}46_D0^$ zI*Ha&__v;DPUSq6(B!PI33xOP!s}%w+E@>-TVCSXcw)}Z!m^LxYDS*nv?>;f#b+w~ zTr$7rJsS1GkFpMg$KjLWN{F=VAp@%LOFnzEyqQ}3VU>9AULInwgx&9+L=P1Ttc%W% z$I|2AqxJQqcS9v=-WJmIVuiO#Sr5!(pXFd1G<+<-@8#p7ivH z`+ZTqH$NBdTMW0=#L|veU-ws2 zPgG`tZOwOaS(RzgJEx$}@U@|uYI@SG&1Ym}nY~!AP<-!s{oILm>iyp~qOa*%TV7Ek zuAg-FNf&l=gAX*;PAVo+S(eH=H5n1(STy8;{T$y+Tq=BicQxKJn1~*0MCiv`+YFHo z>+XeqOpuHaZE0?sgN?Pq^AhlSdrQ71>p#v+AnK&hmheJs(%S=hwyNQYR;DG2CL$W{ zcsAuXuk)pFu@V!csXV02e_^QnYaqBQqO`@2G;*l|;ht3E%`L~BY> z8V46l#?n2wnjpdVH&4>@j9B<Ga^_p2Zf8Me#Q5Th zoKuaMFlJxuEnq3?p#MQJrM$f1=OR4nj$Bw7$qrrTwd-t8#6&3r%n z8k+bLy)L5pbxM!|?MPmR)GQlgLE<#zpA>e?4?Gu$^;WR&eqk^gRs^?R;IPd#pP9`z zo9~>4Zmu%#_=+x8y{o-E3;teY}CvD~Z{osZOCqltu)j<$Gs#x}z2CVq>sbLOYAK0YbtyPT z1@^n(*_+NT-H;099~h(HfIxgENUkE$B=g>J-wb~+7Zgf{KgI;|1sly8LJ%Zj$&7;#d_w=8cszkfF*PD!tqj!#Rq z6m?aB?3mXsRAqnwRK}t^3{KUQYvT(?KVJj=W$#vABKYCUQq3?jXB`>U@bflw6{BFL z1QfY7iuRAOb`g#U&{^ZHNo(blF3Iu?e56UzeHV#5+`Xz#sR&* zRH(-bZrlA}&&UzfdP&X7VrF2#D>F%aB<)@LVe}()Wu@1rzf#Uaz$9P1LLURwITp}` z$*bPGSMq1m%p{C1E6&(oBwMf~RxkM_=1NnB)2%xyRt1*uNTYmvJ9M}q<5f;kP z+l8Xf?^nk!)96>1y^rx3f6a9NrHB_jCezEAO5O}WG3jg$29Z;_K9Sil4d1< zj3!3XJF$g4r2~EY+6DUboS9^GTObCu<>#paiVl|<6~yD?2DtV0$8Wp^$^gRiH;w|x z&s>k7CBP~dH6p@_LL6=k&j4#TiLP&xwAc8x5!KoQ0&K5Wfa#AR1i!e5=3bvvSre1$ zn$0{Zth_qh(Ik)ms*`gVc;9HOC4a!aOqBt70~K0DZok^!o zOp^&$ghv=LUBd*8jhO;6Mp+XWE4xF;t+Agc=n(t~RQLEMZY+lNZhPCpzPU!T1&P z6>ge%tr)#enNqhFncheJ(#um#@TWtqp7%W;jZ@-|G{8V7n(5y1&sC_brCOtOk3D|L zS%OWO(~!-kJB{xyuNs&9H#MA&iqP+)*D*Y_ks5L5CKUsnt+L-D92?xh(CZGTI+W{{ zb@(?x8psw;Y{+oZH^kYZY&JK>5^3i$ft<`*R5A>LdR+s0fH#9VBMPlI7Q(nxZ0d(G zYv8z1)(}<@%K~+Tuh{Jv%jzlKsG5;RaM3H>R$+b(dw_}&^aJ1V@P-4PnQ7ozOawa4 z>OIWJ$eT*gvOD`tjCHg%o=YUB;!R?R5l{E%&D#9=e+h%!oPYf(Q+k|w7!w8n2$xp% zMkoAo>CB3*^Xw>2l{`G1A=&qAp|3Y*tz;RGk)y|jPz(X=R=-Cw#3T@6E_QKIrl%a@ znc;hL-pt_l#BDmYTRxif0BabK5!Bvww}Mc^ok^Q^{LPm)t1FY>hLW~Dv6d=GH!p0* zpd=3q6_4Z{kdzcC6}dckFPGxJJ4fo+Ci>RC=&#Gu*?j7aLkKhrB30(@57bcsWimO9 zP0bAAEL4PS+%)S98WDWa#G3S&_SwhF8*g>ZCR$9EwyQkMf7-8Vow_MY-E!1ObY_d3 zcjy;tQZfZTISrPvpjA-mvd?9Ky>wt>Nc6p#-aT@1Mf|zRmh7#n@mo$hT+a*bCx?hJ z6RqToQIV?N+;poBpM2gKzB5(31E*dcZ1#d>ISBV#m2!rq1EPX1uTK?&pwq;c>lgOW zwc>5J!SKEo4`lx)O;;MNZx@l~LU~;~3$oAXor=)CD(N^PY#h>xj;JP_u{sw&f*427 zBb&3u2Hfpf`NNj!J*EI}kHawk7oI&In0NXzhI>cw3K>|~ss6)a?A?f;!(}@;5bE3E z28bBK6~0}TD$e-lj}SRno11`_RME}u;R_RUsg;wa@-d++Dz)Vwh9$WrCO34?A-+|& zlmKCwa39LvH;1j<>~^7PB@nU(7il=}a(Uy`j3je+`Aljc`3cNt36QT4%sw_=j=dl)fNh-{vNFTAcAFVi_)H=D z1x89`pqxBN7H^5E6nW}zUicV3eSCV{v(})pC4j}7PFGd&wf_=bM^S3r@XAxMdw$c8@_?8$pSa~5j8b7P~|@cWYbaD4oU>H=*H^KLcj z{F_zYykb^TM(U-Hmp@@%85gi(h62t#yQ)aZ4FnnxEvGAufTp$5FIxL?be~bC2W9Z6 zqtfu<7f!Efe1Bgu0p3;{3sx}H7ghK!+4V9_{`*^=$)$h!Wy-^q)MH=+EUUt#wL zf-Yw^hJT9tzTjifn*NpvD}qA)rAI2ucIn-!?}-^p`>vO>ydI?K%;wa0$%K|Gn`^n~ z5{Is|JMjR=`(kqDqOSfk-l7<>2QK9o@CMYz~;*jfA!+ZP=m7tbkRpo}QGVb5}%=f`|G)(tPv}>Tu7=^W# zX}z0O$G?t)QP+$Co4t=J(q)mevmoUc#HI~HOHYRO)#a_Iy>raV(k9lsx?ZZ(m}mh^ z>4Bn+Hf<23>y1kBl-WZYeSD`%@II;LML39o8?A>A3G0{z&N8D(H_`cWH%@r9Tgk zNNJ}QamMx#Jh7xl*v;?uhvZu*77v@8Qx$L%~_oh#zbdl`G;>p=r2SI_<1s(%{t5G< zz(SpEr?4OwB~T=GXfKb<6M6opA9H_dJ!|;%g9T|KWS1DBky3Qtq{&*W{A&7H0)vin zdHG-?<{Y&HuX~z@H3auR^jokUE6uRI0?fv213zy0s1_ZrQJXXzDS!O9vDCYam+mIb zaM0z_s}|O9fgY#uNW{OJLU=3{>|UqYEB*GVXv=w$l`VLjA&-pIPFb@ls>9bfts3{)jMA)l?oEfFhrdiP-X78S3%3-=Gkd;g3GEbe z$n<)y`p1zIAKxNfxC|D7L7zc;8LciEg2v?!1yF4jieY{y#V;);>7+7jcq=FHs*EqU z)}a>YH@>zd>PQ>oSOfxrrT(M57h!}H$>e$EW<(s5pHyP)hG1ARF^dwBQ+hWczk!ny z%(I##)?Hb3>|K((Tlew`eokz*0_on(^#+0Wha?EYgJCsC3%cYxX`znKJI>nB1N?8- zM7V@6fy79fR;={lN(`5nc8)QEsgYr%mnE`afGsU4QU(FHuzao++~vshb8?nEP@Yz2 zc<5gH;N{L)_pjdKn2-Eiv~5(8ztjX6=@)3gA^Qd#$Vsd6U+4pJ!XQ(0AYe~WCNU#Y zd-8#R#%CHj+TBI2hj9-m`8*%^-nRW0mC>=>eRg)36GD1Co17F?0zP*qa%=uD7TGOT z$AVOa?x!BpHPj0#gu$)eFOF!q1oni_IP$6z>KFMcBDx$wFBbeBek<*Kq z#9Y;%_WP}{;=hznF7!wc6ryJfIRW`?a74aAFw`qXTCu(Wwz8++Zl7}bq)J*Zo4rs| z?|&QAG4a<^<93n*-jk?54nE*ZvKbN$5KjRIA>?D|c|=svZ?z+25Pf&S!4KIMZ8T%I zBSq>uw!A{vXq^?iUfnCyvk0@0Q}+8q2zydR^t!g7s=)- z1$-uOn!YP#X?!|4r;Mrtf8-I0=?KTIP%ONK0=rK! zS>YimLTo4M5wQ)0)shBP2V@qo91?Z|+W zOAb7TP}Boj&zopDsn#}hJSEV<2%BQCoYbzpkmZ*K>YNh;7(~i@F`Y&$StH*2e14K9 z^v7MJT@2LAYrE%e+i-|Ygj|z@yeaM#0e=Xq7Sq*9Ktr~!j;5KAg~7tN>la9m`ARXs z;1$r2VWC_`B!T4g>iM%C1}y!>bj+F%*~+?BV1`2@ejl~K!{v$HfL9lNpOV5V3(R8q z1_EqWybdA^yCW-&sAUg#?lYGP?`9-cmQ4Ts;TW2AwR*QHshi!7D5pQhF&Svv<-Iygjaln;J;RpA&OxOM@4j@>KmR+LxS~z|PDZ9RtlCk6I`^0>Oup4FE6l2m>H5}O zH*T6G@*JbR`TUi5ThV~c`wY>c5BB3oOj=gBx9|Qh>FcZFOqaBqE*tN*!OJ1lV^Q&R zQpeW}?V22_b0SQ7>zGQd_SuY3-ObGXnlkhoyHQg5g$dtc4@{K2x3arNh|e&;lN#qAUs~z)~99#%pj`p7O`6pj9(+lG>>+C3E0Vm56LRxXOZJpZZ z%}NOBXdaZ|Zq zd+gWV)c+Ml&@*K1uC(2uLEY+u^CAuY*%f#!?XM_z1sv3UN`5nfy%7?hSM|g4BTao2 z0e_IR%$a(%32rkVjdXm8jcsyvtP&j-)keI@vle2UlrjX&(KqMrHs;6VN}N~7^1Ge) zRAM?O;Q?^>z0q0R_cRX)(gOqUCvMiyZGMvDXJ_Zo%6UzotDFGo%^(7uMwT~AGatU; zobl#64QnVgF-T9tU%XOSMRxEh$LyB3DtRu004NbGX#QMF(-_FGXdOXqg-!MTX4|}9 z?B;Hpj~~Pr`qVIoqtTZg;}#QOmGn;K*UrWVfY{#q-%Dxw%PEIANid_ zxO}sWpv2udmYrxqV--s*G<+fxt;M^-Fdw~RNVwACcBB!GM^^S*&Qe7-lK=&Zjn?wr zkN@B}`J-7h9+p_>IK(Y(owU0mAA?RXAWNa72Tsz(URkQZ5H}ZC`p@45XU@ zY4!D{(YqY8(VXe?In)#Zm4tDD_tK&_yWD{G?_4#_xTj9i%bGhjQr_?uJiUHubxlJ+ zcUS#3hnb^pOvl!MTwKrF{lP*0FhOsw@$JsZF;{kfoO`nUFZHY~4PJWR?pxl{8Ed;f zK-)JNG?bRp$UI%egoR-Zf|AFEp#)B`)Y21`&F2%Jv=DC}n)Ad^GJ8z~K^4>a`GDvh zvEB?G$NCOo*IW=QmJrL&^sYX|C=3P#^APm|8SQ1dFg^CVg|^yPS$|@U@6S zji5(T&`j+R0MP?lse9WxW(U73zo)$rfHB0@=9-wPw_q&Q6MRreG-L`GF^@OjD+qwDM(PtGZ?2){ z=-HFy)&1xW^K7lN0gHrSjcngj@yOn4>&Z#WuYDilI3Je6e^cH+F8Jb%f4BYw#KB$4ruM*L-_e0u91wfo_2Fvcz)J>_=`aJbJY!}*a#G&AD0Sb6Z8V<7A6iW+`;5| zaUB$jzKDJw$1{oS8zgjYt}Vf!QHQj0e393~_3iCpx^9U8C8u$z+a9rg?)PIlj0UD$ z&s=-nr|uDm%QJIfh7Jt8hixtFQcSmSX`nq2Hu)G^Y5b$W zCOhbkH^#Xq%=fMB@VjsHes`l}J1L6`JpZhQ1bskz*ytUD^^HH-k6MPMVXs(ZUuoLr z+G~R5M7U^*ZDehir=$AKp7|+R4w~Sj;jXI|R)z0`r=n`X~85Q;5(XyG(+8ie`tinXt2VA!vNi5(p_XoA}7U7t*Ixi&_U9+ zy0yk4;)7f(7x>z~k~<9Ul-Fb>JFA&>H-3_{d{Ch2!}SAdkxq(CXSb*C@osITx%J7^ z)+f>L*Ce$z;seQzYfo0xI35V441pe^Gb}~cHGeLJ^CL&3h+#FKxL&V+0W5^BGZIO!x1prNACGEon2@ug=7S_2cVf6CJBJ~lNBHgy zPwR5o8c$QwPSmTOH`J=y*{6^q75&l;gN$Jh99u8zYc(JD2(*$y)Y1xs7flRHqhdWj z_N!@USz=(YqvdNy+m%GoC;vW9x?x|WpP)QWn+R0Jy<2Cskn{L zM$do~kExk_W%L{etGnBSOlqfkk@u25F)>j~m=O$tjcKP`9}jVZ!`;%`D^PUca@WO7 zG(abt9p^mX9s+5nOxO<53c64sXra9f!u#KNNXl(@iQb_<73Y@QR~MCWI*4FUo|mhK zZI37QkLR>L*)ERIg*D_G&%7^tzVZO=gBqC8jdNnbLLYuJ$oJ=Z+xjfx_tI2AJ`B~- z%=LH^UN23_nZ+~xT@IdjJ$*g>rtXhJ!)yv*KG~C zw*?Z03?n{R7OEqzS32SXl?L16Wg}RlC_dKn4kY8H{2WC*pFF2ETpzFPG8uS;N;&qB zg?A7FLk}7m*y`}Rl2kFgjq+HQ0rxZFpo6CYB{PE>ir1N&xyzfYQ3RT?DIhyN@>C%F z=%}m>dlpt+6q(v@f0ZOF%_0koDrI<<_Q{BAP+uD#WS@3nZC?x72qx3b>?)w;DWOI} zI>LRqY#`YtY_xQ5^ZO4{G@b|F#Y5_*lpig;$@T4SbkcV8J<7w0WQR;n+&3@w&rH<_ z>p8^fNmDL{o)94@1`U*N5v<2YKkX3B3rX`ml?(S?@V$C?Xs^^YyZdaYaG)Cl3V?E@ zz9Hf4OMjw)*PfS0jHVGSXn(T8&DWZlnepl<&iq#&{HQxIvW7_9rzwjak|)8qKnn7a zFDrMoSZC@N6G;-|m~r+gzd$g0gp!Y)R_tXM;QR6C<0EK!j8f>Cev;F2mWGauFn+qW5YD%C>E@@En@-dA=vqB)WY{SEx}?3T4t1h zYQC4k5C&vGw3z-MboN!zH5$vtdhQpV;&@x^7(YPEemnVd6u4b*KjBE9JkB8F8i7&mVzM z30g-xqqe8z+}w>GD?EZw*h_Iz|!Hf!#)_B%m6Ug--ieWMXq%x1rYltGb`Cpxx^CVjji24!5>2PP*HJ z`01T?i($j!Cl&V99||8{cGqNEn0SUTdrxE&fO_<2x%Ukw9-~|`CQN1+N|VGi>mQ#Zy)qh~8ZKypaeLMZfd{N4e&ksVjW23YNM)6kc(HPr{VhJ3- zsY`O(qaqgmZIh}bz6W`{v7++TziW<{tD9_x^<8;Z>K5VZMA_=hZS1q0&sQKT?RG*v zCkYIH+JgmfyVqCZHdVeoU$t;MxBLpXLQoCx6$nE^bp2(MgUg#YY6mKCCfCNQ-A9`@KN+{o$6X8 z&o?;#$uU+95ZBK*>u-``VkRqoLv=9_CD8PBFEUm>N0w1lOJ_uu6n9{NLp`#fm(+Nc zgkwWSdS^5?i@*dN@ot9s?99S{^o}7c7moP*CRf*Kvd_8k*i1Eq8_i#B~rgUi}nE-S<%_On5;(pc*thT^!jyv zjvdxY&ok`qrSu1;Mux_e{qYcOenzl(!shhQEct~fxk#FRn_$}Lw&d+n~fWv%o!FGe`m0Dyh>|$)Xz2ee_ zIQ{zky!-8KP7mX7bsQ^=Ar#y1u;rB+2mKjk4Y1B4vlkzw{oWq#h)X1&hL`PEvxKGG z=)GaYj^6eB=`yqt{(TnI1-OHZE+?$u)UBp#L3v0uv=k`IdeH#a5z z{?8+B)qA11EBT5J+Y4B(G_-{~k%~u6kUIkH$p+u~nZ_TAUPu{PfGt>kSECxGyH38K zfAdHsOGOIZ9QVSxhl~B=;Z%9>b;~_QT8=~KvV*$BR_JcvP+Ue@jDzvaYIBVJ^2&Y-ruc5^w@`erQ;JMcOW4L(1V=XD)u5(!i z*s{emS*w$=hm14ab_QbRZ(`|wF5*dFFFpjRdJvN&Nj?sDpgFHBp$4VT!KoPi?$$5h z#cy7{y@z=rR2%!5Ch-0(d(hxSz2fdu!vLtg({k}ug|q^;c0G{n^fiIKFt2|F^m*Y@ zb@foT%bKdc{=7J*KmIvo=2rSJ+Z6v#Ut6CcnJ_E0PT723`(`zF$Gpc}L}`Z6x<%_H ztPal6eNi;-n)3E1+=Euq`F*%S>`ID+o!_WT`HwQy%8MoScS4N%j33k%X~LqOYG0TF z`CrxUcn-ok1dn$I!uaOk#2g!AvRYgMb39z&N9`N@kbq0fJo=R>^o8$2T<~q0{QdCxJ*clIVf(zL9?wjo z^k)4+2~#)7&&qt#-{|8<5|}LgjR&4ujc~Npd-(~MuHBlQpR!NRrZMJMC0g(94lqZb zCW}XeHEb=ma-CVECkwknS7%_}W1LQG@HYh|k=kO%v28#9M7^~XRA-XevrKgLRlg(f z^CLRe3YqyxXMD%Vl=cQ4a}!Hy#rKTls*4`HWPW?i_)G>jrN6Em8)qm-dt^VHsFLfQ zx_6}=b`Rx|BKr(UXdG1ZYOY$->bN>K?B~(rUxud&RbD*&`DUv6GF;f!ROxEaZXwNo zEXwTRwNNeq{(W-Tj~=JgL@iq)W=`uLqh|WuiWTn$>XpvCn9{vN^IFy1>JO;BkC3Sb zFFDz}LJs?OBKzQYeUh4+_2NZD2ez-$r;_Qw_wRJGO9I2xbjK&}sQR@xlbZLitgs0T zC);}Ie1CD>Ydnm>=ljm$_<4;inf<}lpmx0tgqcbrDR$Ar0`|f1asH`a?#Fvu<@Rkr z-7+oc#Hq@aY9KN4{K4l-#88hcmoOLn!Hhdw0JLdhOC;d+X|kj?W-Cy6GcJ>3m+7(y ze_^t(NeUn2bGbI!6=iUjco_O)9I%D8^ ztsd;^>|vyLJi2WZQ!G27hff~Q{Z4=3P)=rx>_gA|O-vL-RJ<4sFx1}Ht`?46F1i1$ zpceGT2MMs(d}NIwFR;Yhbu6|aXMe_5-o|A?)g84}VcXiLqh%BoZE_d&sG_Xf5Hu)* zxOV#k*^*wbNw%QHGGhLah_6*&d&=3LaVN~gg!>$qSFcnX5?Ht2ObBFMiM?|vIxC}~ zc7dxo1t{0LC85gyVehTN;>@x((BQ${-GWO(a0?J1KyV9A(BSS;0fGc4xI4k!Dcpkv zcXxM(;(Y0u?!V7W`u05MV(yB1sH**~z4l)AzH8BCJ~b<|0Ks5}QTuqriprXXz|9Tv z%|R-@xuXR5^=kmB!dS8Pa3RYOdF$EtaP52mtz@UB!M z*ZkK-1V?UsRXsr^_l{AaJxT2@=apFE*Or6CPq>5Dx12C+U^Bjn{fQo8CFE(>T2oao zLs=js_BH33A2~VDOmMxk%uM1mFMS>6t~T#xIOT`QxZrL-$^d>$xfB62lieIW5ai_I z7l}NVk%qi$W8w_i7mt0cQkg$Pl2*aE*`i~>9Ujk&jZaEsF?OxCnrUI* zCa}50zVNgCyC)#^r?q+0r>btvnp!CW;c6EOfd#gQC8_f3wWe(#%iax#ksIoV68X+n z^~yuNu)`>Emc@^zM+AIeSQ76I8nC>UatRb!8vZ%=3A~cUG7=nP7aV5ayOT)Aj8sr_ zJY0BLz?jjLZAy`nIshT`ytDKn(jO!D96f3u=tML`@XwIMUp|8q+N@ezQ#yzkP#&qM zs45WwKQOfiwTRT;YU+J~i+#M$vAjcmt$yiYcvNMf=~n0wRVQ=7U9iu(%22!UxuGt;ABvWB%HgsuPTO$h@S_R+xbM*&$d#v_NEBP zmZP&8Yw*>bGU%bqxdt?W`)Mo~`?Tcml4Gdc&)0D*ZzpZ_PnFWD@suj8sSe**?6KKbN2#MY(OJb39D zKtgBU6Wsihr?xa{kI&%t=(7Ob`Vxg+u1owLD~T)Au6H#0cGLLnV2#+1@d-4C zZiu1VUYe{`$anEfw_*ff@HuQatqSv@{t;35!|l$zAN$1=1+&`|^At$y_CQ7XdS`z< zw6R88ERx|c2} z#URcTOQYA9DMORY-^9tm%a%;Moka7bjf|j#srWwHR!iRk@y1uG%|V zadWcMjC^eLUtTun#8QAERlV%bwTyq*l3MORuHm9!fib@pFuSw*EOYr7+mEZ1^y<`- z@yJu(#Hrs+;LosHJ)_MSw@c6Gu~#eavkuZbmIrw?fe5E$kc!PSTMnE^AAI#`WDeh= zv;KkTX9Z^~k+q!EKdW2#w}gqllHS|1@2id*8=7xPU%B8Rx-7fbvTiUCa|*Wnz*vN6 zf_AlNU=UdYux*&E-gQ(Ss)Hs6J-5eZ5)V zyR|w3y3!q#IbHY_J^VU<+Ii3@Yi#4;n^uY|t#|~S#cZW!^C;2j-iW+Utju?Mb^W@f zPd|6s>s{WFha_>h9=s+IOw$LZwtt1jslS1~Uc?Ngtkb5aRhz`^6>#dv2)OUIAuW63 z6T(D+3@syj4pcK zfQ8`bZMzX+5$+1a-B@Ogpfn52M#7+R%F&?;z8@c3%o4LGVSUllyWioi%`$-%(j`$| zy^XJ{<$@%HtESH{mpPjG$^%f9^*`h!(h>d4O(NT4316f`%cN0v=T)M@mZ)3P!AbxAC(z!NXg6s%m zk34@R8w8GY2PvvXdo(8vp~Fw-#}v;ymJaf!N;ZvDPlPN3Wrlwh9&l_Gpx{r@=IkuF z{#3ue|Kz_nk0;=npKI?9UG2BO?$dt>nkK-+T@5nQ+QB zilvu#UrTcSa@GF(9}$43Kh7ZSHBtUo^!c|R`RnCp!{_WlE}`BAOn*Mfzt{Trg|&&m z5p?l?>aCdl?;rUyw54Am05p>{JAFp_uebg!o4yY+(R@E-1~2Z*cgp7tJW zwv4d4wQ6YFoNBSH>i(E9Q=30t`n`So>%F(c*peQrX0p|8Z^%@FdD;xnH>~@X_YLld z)d6bf3brQxJvWP($kna6ZdBkuUfWa8fim|ou`W4kBf8{+&3+V79rCXZ_Agg3X^tM@ zOr5<=hXmDTrn$4A4EQbsLju+PM}m>g%0cT&IGd^{bAr&FnB#8GUdfU7?6$U6)T6Q- zCm`W-qaQqaA|h3qv%;cUEkG$AdaMnmrAOB9BZSO5RJasR7IPS7h}Hg-P%rX$x_{)2 z)tzFh=X#(bE*NQsHg6X$#2h|Y3hr7I){V)Vn~T8DeK{#$W^}Ln-0UY=laR*eF-G`& zq6JrOPYdzs8;%b{Tj#d_U@5dQp`D4lB&+uVPVjUpOdkj62jwIcn$?1iCdegQJkS%r z_F5j1xU^!tZg4|MaeOldS&s6y7e+dFSlQY|Se~nR{?#hbPisl^qqC;J1?+@XxVsJl zmD!Vx8rjLL>2z@?jB*vA}m4fk<}c- z#zJ`NZTjQ|FoEZf=9drWqXO`!oM8j!ioZ9h83C{dTtPN7>$<=sID_TwvV5(Q`3iDh zgCxW4Is8Iglj(*$Zc(D@&fQdD3bSK*TmmOn>%!MzYG{%m1P^3e!mjx%mhw99>OGI@$+iYI8{ zUF~e@6m*xNvkq?X0i9*eVm0ZeZwR2XlPUKP5RFnA*qK`Cg^3v?A+LDii|T}Z4KxWK zbj~t`6}1yguacH1oiG&Y7z7@CDV49!Ih0l0(o$l^;d|9^y9NgBx!Ht`()oRgt4>YI zG-lD1WEQogd%sKvf@N3McC*bdw)0XXq!(Cmwp4V^mvl|K=I0{T*0!*NR%V=mky>H} z(b#7kN|E-KbZ5hKYI}RwcwrecQ-wK7B5Fj#q)XvzV3NtQF*@9IV5Ziz74%bIz}{hK zR)>I5+E=k36`;@G){q`qVI(U3xf+N{kCxsoG~?3J;!knC<8P3!QJ%k$83*QBQPb42 z08@ArBa`9WSRIt)RPEW~>SW|7_Idi|;CKtZN4ag$gT?kKcxp?CRG0<_-fBJw8Knpr zoS*l>{DV)l5(Mpx-6f;1zFnyG1I3BY^)4`rof{jNsTIjS!&HtJeCD8#5MAILg~f^W zS*wY2M+mxQ^%CRyobDZe#mK>GJL(+e-m){Vh`k-Dw2aIosG3Fikp#_B*Tj|;(ZH}N zLIJeBv5^BYER_HQT|=Gtu0(8`r}lUnp1!SN0gdNGfkEm!=;T15AQtX4%F0Ic!?@f# zVW)SC-wS3RO>7>PNj=Rc#X5-xj>Pu1WytH@Z`x)jQM<+A_8t;dVT-P?er*I+Xs=@f z3?Du|&X#d@bq?&Wp-rvWkhv^T%XOBV(a9k5WtmGi5odT{#Kd z?%BuIIP$H7J)gU2bRYQ-I+xo097lV*aCE82_QQ0meJ;mYJi>LJPg{@ViZE2hdbp`~ zHjfy(5YLBr`AF}xH@7c=^6p;xF~;Z~d<-6bM}NP@Vm$L_&z)qKsOS`ZTPC0;faZLS zEKwzdPQhu-U8yXWIjqV}oT5C};4q{uLoR$I`46XJK(x)<_a>5l!rCEQ)ae@4x9B^1 zk;_cEg31=JUQC$JNe#t?FV~W}nQc!z?k)%@7D-7O(b47m8`KQ(1jT1U5x#zI z;fOmXchGyPC!}iZTv+86_?9x?+aiS@4AZcUP3ebOc{^jO?fy~zWDd+Q`Lf@7 zYbnQU*i>9zR6CBwGYxn%M>)Pr@R!$?ffrxIcxo@j{48e1SXqKbWaQOg-c{}#-PSLf z2eby-u=^5McNdWAscuJYRQ!YYZ_5MKgt&IONwnmM4h&wbI6jY`)RWP1LG*L+0%!by zV_+F|8EeRD59?gT)|5QdRniV!I5&+<#EFnVx6HL?6gf-O#PxUtydvoNAh{-t~)>UK3C_eje0EH z@Cz)c(W* z3?E0;UvHna#RoM?P37jC+H48AsVgKOT~T2jArSc{ZLE1 zEI_0yQe&q-{>m@$tWpdxPDQzO|Smxn^?;uujQ&WowtU#n4|~= zQwxJ_>?zu_qLXGAs!uteTg+)pN^sY7Keb>MNIr4hCQ>7uYUa0q&d-pLtM;@PM%_;g z3#}nX5qk8kE-VvE4bCl$^VzLt90!-C!M%>8U)maFfr=kPe2!DfL`=La{0Ct2EM}_} zjFR!HTK3Q!h4*s6G$Z&j^Kw*}Tu7ZPW&YQrkI2gR_^`#z-SwUF{F9TT2JMX5g)nUc zgXm#A-r&)(IDqb!$Ux7+=sP@%d*m%b-zO(o!HlOF8A83>;-SbVf_G8uA#1adCSO>7 zQ>cBC1%GN~{noW=nCJ4Eo2TiCJLCuuh4D6^Dt>xzVQN;k3tC%xW?|+5eP~EE=REeE zD`}z@W+LqmtfOXoWDbU)CWsl#7b@`pWBuL)e~tVweAp-A8Lf2`XsVyUh#Qk0W%(}G zL1I30oPwj(#rwwd)|AC29U9+7{^0Hg?h?Fb^HG+Ms!|8t?;Fcy89Dq@AAFy*T)zE~ zpF^NC#ra?q(jt&-wlQzlR~7-69FFS75OCb`YZ)+5MyxgKTb>Hcc>m3 za3P#726VDzdB=v-{0KeotL0uh@L9IoD`UZ1Ob3ppXdxoV+86M1k``X!4YRWHTwL<^ zN%2~Zx-l;HO9cYDSJWQqMXW3S(K?{L)Crhiw`o?0wnnZ*YX$KJg^OE_N?-I*rGIS# zRqqg3xKvh?8<#*6&hXq^&i6(6`(1J!%7%3;yg$&WtAD^|$fgPTmV|U%)9rd`+BJPR zL*9O=MR~L>515(snmXSQT)+^Qo>2%fkV&=}W7s$ao;~}mw)hMvwXyoT%BsPw`sGn^ zTBFN7usRL<0N2J_MQc1X(D|_V@iS8ww(7=5#TXns{p~q7+|q5m?+kl-9tgvv57>zO zE!FjcFLkUX^&L4#X27B>C>G}Dh#?}K$w#7cduAjLXR;x~R`nk&Gaak-aL$s@_+yrM2iA~&Q)yEsjN*ic^cG5p4;9RG~}}%&-gUm z@Rf5l-;=J8&td>75u5|lx?b%MgEh63k^4v=0vq`HQ{Wd;z14+wVHDPN^(IOK8-n1$ zE*_FwYo}Y&(Nu(dEXln0L{}t;>5=q)gr}6KbJ@e3b#tDrvXDbR9dfp}b|P}QIH=ZO z;+C2$Sv2^>BupENCW0=l``7lM-^-3kq^;B!7(8(I>8BM>_|qLBU=UG%%^s*f#4Os& zOWuFYARHZS-(y5UHrmMFk?bNOVL%eT=U+6(Yy5HgmmS#GhDHNf-F8%HKDscFM^|6R zODFAo$@A*z>|`UL^Ii_Z$xhk_hTH<)W+nww$%8AP@17s(424x+y#U;oHPHPaiBxX7 z1q?N9clXTw?7*HCtQB(cG||h{y8_|8krOTdrx`C;&(3{doH1LJ=g!Dk(aogw z=NaOFf-!0PP%exto$;B0*-4lo8xI0GxnV#{e<0QD7=w-@`TFFzQliRq*lXugPeOva zqmGxwwh|3vUjZOZ;06PNoZFl;?cZP8@gbje;7&11nkd0;>VQrB#^{$7%fS0^Xl_K? zJsH%1r)2s)Mbu=?4reQ;vwH};1+$_MMM_HQB^v17+Fyyr-VPYxmUIPrH(4Gpu2`jv zrJ$sevp1z)`=Nk@4h9K}wXO6xmVp?>>gMT#0^WzzjZhO?H1&bK>0Sa2{_{wiAX2&C&$bLlR^dhw>-1`es zMyX+vW@ZeP(b$o0jRs+kTGoR}-l30m#R|@643m1fw6uU}RjQHixPsARW<%epshwzY z#(>^?Euw3}I3|A-$b7&!QaLdl|7OW`g^IlqE{lIT?@qHcD)!qmjpE5pVH}8Jm})_C zD!HKPnOaTae&tV#AE%3(BhdnMw}}j!y&s6X27GF(LjZ8CJWWLAZ|}|e1-Jvop!nG> z)+60QvIa}6BpHHwi$i4G4mmCU9=6JtfLaHrD_HUDI>LXC64%6r+%^9Ax!fs?5_Ra& zL6?K($jZ8Rvrt{dQ{G?h7-DztNlipisDoaA42tae)37+8nJDwPEMfGVs?G8hpgCG9G+C%4 z;6a2-ESLehXiCcytF)qaXlWz3kUyPyy=O5g^x8RC^=q8I@Ud}youacap_eXrgCKW! z^CKxwy`c=aK5VG^pj(vAB%j=*gdK3`K+8cLAOzJ5wih;76V{WcA{AD^Txcl7{^+Zx z;IVH8Z)=Wo(<&S!LUw-~+yjQ7eO!1VW6|GjmIq`YEN8W>-T%l#3Er%Ugo{`Nv)z#0 z?;3JG&#(e&{`SQ+hd}Uc7(p-p_P23{Eg|BJDh7x_Cv{PP!dPLWRYoQ_GTm*-C|^@G zna0*X8jYTz#x>(j_-I3Y;W!@thPtMEclWqtY=PYvZ;|`)9jzH_ZnQHCVz1z%uWCX{ zbdu5O<6fQWkyauU{f`m<=tSZuEOu6F-OtJeNrHMxDr!V|dE7F0ic{z(7wCSkHQ~jK zqSPFc0azVY_1Wv1c}K|-6P+J2Y>9kJzyu|0At+mWdr@!aq&*J@xj8qZJYmQsE?Z1o zf<;z$y83q=JiRacO25xwth~alH}Ja|s1|n9a%TRSKTYq7AZc(MpgySuyYN@p;6Iem zhe-^m?Zl3bfCpsgF-8lCfe1J<$`u7pV|#UNHLSdc6k{p}W(*6B+Il}pW`;;N_@4?O zH)TMn;b~g1ZC}qB`lXJIr2e7_?hzA^svx=FrN-HgXZbJy)QbLAQuy1;`d6?7U3!F% zgH7Ns&~kk0u7MKm927Xf$N_rRK}oqE3_!BN4N*pP{d)fVzsVyYJ!OzV$y} z0>&74SmW6eFvD*R&c8IK93LnMU5#N|{)MLh&7!sAepT}ZtT$!cptjU}0Xr}9TebdIy(T{Q8L9YHQd$bNh#&`X;eg~Uawbo)7e!)4EK!nx}t zncibL>NwcTsG!8%KdfM&qVto$Hirw2f1?LHL7x}lPXSs8`q7R9 zb)Il5j-I#a?E66ow;sAYI=5%-t>nfgzV2+Qf0oizr&; zBP=kE?$1kg1;f9EsHv zs@@Z9s$5{^qeq5FGyTRE?n-hxB>#dXIDhUV!9p1VQP*244km=;mPg!erD1iAq@M9{ zm`8VK@q0B{U|xWKj)U2a$^LQd@Y|!QTtS2E?DD(lA>a|)Nxd4govH#pM`NRrgm=!N zE>m%`bgnG<`aM+aHh1$lUceqDom9_SmtSg_O%_90A59@TWp}6+gaJ*>R-?m~sW!nM zJ#wJDTb6d*Wi6^L=bo)*wilAQt;WHsTOhiEaysFilc0Q z0)B|Nx3Eq^jwXe{rr~1ShToZZ;Va8wzg;3D)OTGF1`s&QW2XXk>p;}7Xik&>N@&ByQaflWHr$=z(4W;FDT#St=O>V8c5yl;qZsUTS zZcn;haBJjWM00O{9ItEDAMwd{J!o%26~Yg(ux^+>N>|nLy?IG(-I=gjSKtvnH@Icq z713<*?5Ne^86MmHvum_nWE(bg&d*f2Rz}gSpzHM^cs2DJvw--m_i9k-u&cSWxe8D> zb*(E?#7zmsm~5Q;_`)2BmCs7PIAMJlIHwrNBjI*fBF4R22aS`xDI?}HnCLQPcR2GZ ztPX_KUL4AouRUJEgQn}YYZ5q(QI>9ZkiphXu9sPi}KR6Xs zw{jYR3EJ_ zHcU@P(!^qg;9#r|0|>Dt3y+IET^fGtfoQ=3Va0T-5A9R3ubg^K$4bSx?S-qa_;s!0 z(t3TK)j1=+#iXw*A`)n^1wnoUBsP?01DIo(bPx)}yM+MKrp#lz;d;x7Ka>`<&tId= z>ATIMk!w;__eqJovOMpAjiV?G-@*&PF-}^p+0;UOwsqaK{Ex6|WeGS5IuWjvIBIht z&5%4eHzh5djwS9Toxq`GNTJD?q@@3Pt(JA0Xm;cf6#?PQ$;q44B`@YVLGE4VVF-9K z%S-mqNCu+}M1}|ztvp_+U91YE3CY#LPrPcSv-ur*8eM0Jy*-qI)YyUn0xCk0>$|Jr zPE2}l-bD&;fp74po|;Z_zF3ZvwMhDh^@P;i-MOxJa&Hx4Kqg}?D$EZ}oWdeAo(*~# zkkHJ4oKJx+l13j8^nmo6vxl6n5FVQc`8_(RI>+FA^{1RPm~|&~6IsF{^L6>e$8SU{ zFY7e!ix&iU)C69c(4+OHc7<-ouf5Zrb=iwMN}YJtHoNf}h2S!weQ>3hZlPp}==QF6 zd0<&I$|q!2xmVOYu=Q+967XumHf3YC-OuV*&Ep<(zT*{?>%pgQH2tjpC|HwzYEV*J zJuv6NZK|Q1t~Fm8Cu?}Rm6g~x+}~ad$8-X;zAwmoZKF+oZu0)kr*|2Qf%eQ075^8S z%1J$Q&bxZ=O?o0)ubrzzz%{KduXY%h{rQhPpwB$Mw+g;?XFnnxLl|j23nyZqM=RnakfVE%t@eq%(aAdSunA3tcV3T};Kt*ca^ZTXiu1DmMBq0@ zS^Fcjx+O+>a(u)R^$SYD^^RgkL`>TEDRmnN!8aNEGRd$yl?*{sm+RGs*`WnoN z&@b01TAZrjT`f+P8TEq8LIfEf05c2cR4R8Q{-C}oF$P5HyU3tX_`n*Pi(Cn zN1!3&X*o7lKi-$Sj3VP5TA0%T+1jBYv2RQB$anWkLU*UqBQ~-aY&K{M=O>na4$V(< zB%I}0!a>wN=f6lf#;Py2(K`5qTadM zSt!wI`8bUM1Hob5qfF561*!oB06XYfFd3?%^2118(nCS#=0<4&Y5I$E*Cmg4tEjG-0U9jD<5{m90CUfr)M14&ZME`LZmzIhw7S;v5g37iV{`2p1-KLP!(Njs1ySr* zA=h~7&(~@QQ?b~kej0&giTF{dkLuwf20wgKIM+cw%juH7o+p2!>)ow+$t7Gn%y;v4 zvS#Nb3oNifJKORhA4uS4_(R_KLAs3yT-W_IYR?k6LY8=fK=--dDFIFbUh!Z6=aO10pO*hN*6?nbRtDVZ-AEMg z&Cqdc&XVsAuaR%R`(aP77GRN+Y0m=s)1MBy0Vt;GryowF^DEt^Fa8KB%x;sA(q(Rw z8l!4dhFs|AQW;5UY|>K%VuR)-gz~Q9?HMccjit@`+|j)9J9wvB&wUvWbI5cWZ?vbFILAI%d(g8IRv%k3iL0?1y#Vix7CZmM1yC)^U(FFai-nt@ZT~vbPbn>>)@Xwz71eDS*E@0TrZ_5!W&oTjHnmK17=ny$z#Mp4`?(r`5*UH4#I3X%@# zvAaAc|86cjPkCp*jr;z z39sh$(o(|H7sk!(KX-%bfoQHj$(gfQ9l>HL0ojei^tipU4k3rXS}1DyD;En??sMwWJ7p?9TmXPf-q65^*ILf;x}&5i ze9Sb~8tygxU3`27TRKCrG$ERt=X>K3c+n%49Y`?vZ5s66d$ArG4o(~%XgLvnY%gnZ zu;B8R<%`Db3uGq9ovDTbGa&iIq!PVF$?^V4R7!O{!%;J&@$tx7mk9Cuq`6%s_|rea zI!MWNX-&5Z#?y}l$n*34<}yMfz{|zTEh7$tZs||oQDODdTz27o9AoTSaxeFn>Kt8&G-6lyfldw z52KY&1@1RWBf2QVxjC8jIRt!kbey)Ctr?{zH`7Oc1m`;oNJCQ(mwv8Vb50elba+l` zwEP<5bV>-`lT1}AyRnN1;VSMxw+9jd&ZkSH^mzcIaMolXg<-RQoT}z6iKiOZ9c!E# zz_tuROiMe8Y}0xQqtHsn^%)nvxDrIgZ>`NM%Y7XdlfP>_@D2wTU(131I`==aRDWDq z(kqonYkB~;(DBoBM^?8c3+kHj%Mri}TI;;jGlUc!6A5q~SzAX^EY(Xq928t<%SW&l z#)QRGS2&LQf)Dx8S0DxW<~CaHo~rkc_?&CTT#bWo>YVSr&ZRjWY6{Od=L|~X0O_X_ zL?k!4bQq3+eQiLH@eHZdGHZYJEx7`WE>Ojt_?JL9Ep1i_{sO$Nh*T=42^QqFWw%?i z>Q7ijdqd=W&K=B&oFme$y3?z>lE=!lZUCp5Hu>sB5DH#DboX6yLQt4D2Ac(0u@HJ`|Mz7QT;mGt}s%xm%Se-dx-_$sQY%psMZ z(KY8)e|ND!A<_E`Fb09F@BDV$yaJIz#P_b9fGDrRvOT)|HBjBfd#c*TkdXJDTB-OI zv8l0o7m5O;q_;Oq-}OF@?jLJB;ZR zb&+`ZTPKCxT%eOfjla4&xRp$1nM<3*e&c6L0=v0_KZUMG+6&=k0%6Eid^ZY^%Z-q) zNA|nFRH#aCz1dQ)ny%c^C{VBC64E^tKqKJ|Uqu%%cBRMZ`4bCpwNUA&ro24S=3i?q z`r{Ub^BrY!OzE#K5Ip;iJI?p6s`ldZ+S=L_#@;zc4UkYkooTnLx0b?e)bI{t#N&)H zJ~odg$>0m@ZP91Fj`vo{_ZvXZml9<_ zTzdgFe{VWK(;})h_u3}kJYwHw5^?Zg*RI$agUwhz$NE11>q!2YP#zZme*ip{4^0oe z?{pjzeNvK>zsoUI*$ZoPsk6|SgFoy89Jlq$+lV5Kf$SH&B z84S?4)3p9lDB_2vRV{(1;9HG-fLqRlH~eNkE^MM)IUjh1sR{jMvb;3b_` z#A^&8r$5$W=ki#-HQDZZxPlhdH$lSXE`TL7%DJlo4g;vRR>wZH=DHMArYY!f+oZw9 z+!;^?Dy=9BuQ?=g895~20JkzeayUSU=@}SaehMjzsJmN?+8%KohmYHEk@G$-ocpyg z4LPN)6W7bNhTLSHXK>N+6_?j?a#ICfGR$t)g^X;p`{p=!IICOy9k}ft@_X5sGM|XFFXqYSS77!+|Z=c%HGczl-ZdaBUVCS`RnyQ?=wZ|QvjZZ=Q|35D&$qLEn!l^-#wnl28E zlMWG0N?w<$ukV~jbSW07KqfcoCCQajWrs5_z1M|c!Lb^bDhkT~- zkPXNUWjMRi^VQg7{_qV=dM(LP%czywr}^RhPP?9GpTfrZUet>mW`M*MdDh~HXVO|JA67us5hmAX?a-I;d(IqiG^ zi?HF8udzu9%VPVSP?Shmoo-4&s8Pk(2-j0k%=zwfqzh#jMQ%s)K-^u!Pa>@tybM_| zW{>ftpJn#AV9axFl@rxye_i@X4qNvl5uM3!jn{& z>~og9^jf3;;tw15l*)X=Yte3xLi`gM$ZLJ2+iD3eyPOi)nQ5UlktfZ@bBmRQ&x&ik zPP{u`@#a>2zGh5rF>gH3Y{5<82lcA_#Yj9D>ZQkOFws2{08JzOoXBHBe|NE?37Mxt z{ifh`?UM~8hy#DcmC;t<)43wMsoMFWqqN*{arE;)Xr5X_e8XnLkUij4+-A?>TWT-2e5sAd^-1FTRj#;pbTMi_&*-> z-y+u9Up>Zb_EF7xrSw@jT#Tc;RcL1lkG6npc29+qqP9|&uNTA6$Nm?{96tsPQ-=}1 zM-Q)V6wt_^tqXlFWIEc~@*Pv65CrCJz26x6x|9Fh$jF2^hNy6F18YHMg^&a%qhs^t z3kQ6rlkDqak>*N`;dJY}r8RL?tA>)mbU>fRVhuDmkbztKU-YP#=@t8%irIY2Uess{Ls(<*T+WB z-f*3J)7+#o5{%OJD;YqRdWi+3R3)7d|Brh2H*u+#w;2<6>9u?P&~nlD`A*&}U&7C> zzoDW!lBP9;4BVQq)=js37tJ1(-F~o~%SdUXOK<{$3#Ye*{)Hq%36k4$9uBiYzd1z* z+CVKU)deHj#TfA&L)w$92Zo+kD=N87aee+?Y_4LJ3-QWvwzRmE;5psXHBrmGo5zsu zXVa!)*wXz8yla%bFgTgzPDrP5?oj>jb6-Fua-Okw9dO(Ov4Vp0{S%`l)?({~I?`Zz zNeT}wnSXP?1Jyc1WPnh005RPE2k`K(B3s+=ukUt4sBrt6r2g~e$_!9qBW-$`asSQJ z{~1k`I{;-y=OqzKvfr-eUmh?|?JwThk#KF=e+Pws6$1Z~=Wj|Fe>u|OEI@s<;y$9} zH~z<8^<;j0eGHpz(yp!FiuGR)^FJ{`{ZCB))29C&y8nOPO*3{F$FQa@=rK6BS=IIL z82FpqGOKf*(~84!6?gzNnxT1eH$sNKk#}5fXzKF9u5gkW^uh?U+j4V`r0af3m&woY zUDytmZ}^ZLINqmm(ATo;RqvafXsorQM*;9bBD2m-XRL_N3a^h|B5Cx~*BN5;iGM>j{wQe!9Fx(Ed)uz3 zTCxJWCJHFG5U2%DJy4lT!O9n@^i?pS)nb1|8WreXA8=S1jnK}#)Jy%da3u(`;(MpfJQaryP7yyGBK%s zq$+p0ypmLS&*bMoLw<+d?eAuCKe$GryN$AZ;(me{63`_7OdBA$#H5D|=B&R9o7X6T zLaqucHb)?y-#j7?ZF6T?T_sjANl6b$IsXdqnaBZpb(B9v&Es<768#;+<@je~pEO_ifl=or>;{LM?gAKQq7k0Az|{8WM2~)WpwPCo zJTFyIDJEj0lOIJW8jJB4_!pp6ZATn)-MpWYd2TjC_8)vLFysI6wFXL(!QrL~EWnYa zT;CAMp*@ha^>e0YU}n!xWUZNo$=0G^dn5rkk6Z_3pA~MzU%&kY2ulqs`^j1sNe?St z_c>WF(p{OBZWHAjx{aiwZf(DZt@Gs@TT9};U%W!UwJfR);}o&2-RwR-5AXxQkQAh2 zb`lq$Lx_mTnZWH=-PZwk#LpGYnj}4o6VpV@bQhrtX=S(l7d*A3VCYVTy^Svqp*T4t z^JZr}Zq6ILQOAraDHu~b=B}_`3Y=aJr!NFnuX_|Nf&`#`>&$)jdOibGrbG-w)x zM|W3t$qS+TvcM!U(u)^un&wcG9Vzc?LSph6esGhHsfzC_7m*Py@jxd^0jT>!Mn4@O zgXI@FQ){l+6GIJ(1#RUxh##PesqC<17Q(s#B-fw3O}_{r;huGkqWbhuT9((Cdn5pm zWKURiGHBW+C|AVOwTKvFG>e&;d2mRL|SKkAa1D&UD z?VQ@pFaUK(tWQp^4dBtB3OW2Yeaur=Ny#_WVr$NQe~$+-miV$>QcxMI5kDTMV{(xg zAm@sgydYIw@zy`DJhQm@(w(s?>r%kg{dASsUQ=VrXSU47^B4gkLYFgN4EWij9xvQG z%v$=hp|L?R$CCG$r;u-V3xT%$GV#bP9<=#T?%ZKQpcW7bh?BN$$o1*@!|8 zglyv`NTmr$Z!UUPwl~wrbaX`XM%30NeoY~x9#>P^&gFZ3lU8OfPpvH7uPHI z_$Yf~c2#fQP*7lCJbw-g3k?nB^ZEb%=bNK96xSH1r9yqmwL)Uu9m9#3i=)T7&}L>C z@3ew%!ckETFn<`y4V`7HqK^%>J@Y^i!MD zR<(Xk=2r&l>!6tsPtvxa!3e9niK0*ALgn`Mz2jA_)DPV{;;~lRUiyb?C77|LVL{(N z9e7S^R_?fMk$fEw6^i$R6VKi*dB~mWYR0=NrC$P*hd6?4X~b+&=m_P4LweR*>%L=O zNc8A`^&Q}TYw#ZSi0nh|t0NT3wRLJyeG{wRGsG`~&HfuXt{>(a+H&=I{i0Fv&3~fS z9^JkfT`Qv(u{TFLILGnT8*;4VWj!cqe+%}gFh60Pepaz+bNaAA))m-l7|tCWKB89w zhh=DJd)+1-t4t?^o5a2bIeZLp^?LlW#_gabS&vivnfrp9C9mu?s(8;f!?}3gTY-K} zT$`8Adh)hh?Yzs@a-Q)*kS31Wwl+Jd_f<*wQiABVmy+jAPp^)6r|{^Ol}<{Qf_by8 z4|R(<*H;AZo36ZFt4Hc8xx-7rC+6Koaw>P{Y%$rZU@(JRG zx_;f2vd8;G=&szbUn>jFP6<$@r75&gCo7*YQZ zc4nvhS*Ld=C)44IJBWUxawaGF5xKg8e=}*0-U}8#-59h9a&?oph_z1&qBDi!#R_ue z=6dzf>7-zWKrQ^JzS;CEm8Py9_@Y@}u35U81loc4{=J<_Y2YhNc{;3jOJ9Okd+E4j z##ZC!UPxmdC}p7V`(U1)dEZ%Wq?mCgNDVLC8X^whx0R?gDZba-=&?bLOd|MxMu3N_ zm-%u@5d5WWKoX~wP_*m3tHX?;Un!Ypmv6cwHeq3?2_YWCl{UN7kt06iWlT`r`I%&U zqaHQm4g-IChBeKlQidE|tef;SFftiw*gIE+>N58=Bi&cm);UsOkKa0_c;?5%W+Mc9 z&nEYOSQM^SQ&g4f8aE5b(E6^Dw4#-bnsOH3mW`dPfd>8YzwfTU%RHSMx*m`5cQbTKNJ@2GlyLdEpThG5}VBz?Y@PB zDUW%(WW3)#TZZy}aIglNN;O^=^qTW{;=69l1BXp6TVkBIs3nbouO7SANsu~v_1=O5 zl@Kj&RO&kl>O;tV;Pk8Svd)CGUMvec{9h1+I>yKOKU6sD!YP(pn}R{^$ZRpyKc(Vw z-Uq&Xj|`czIp-|YKh`0DIPsa&z;JyDiU@h${^(a!Rn!n{e->l$EW%(i!%90^1t%32 z5bL&)@THch%BQ=ku$?EVSkm_#srF)EkUcgV>w)S-*j>vzKkHq-v#+P`9n!xwNr2r$ z>wl{ARrEB?D^_-}M6q%4d7S0d z)sZ++#P;23R2ez-%JE_FGAiX-wr~3Ssoi8w=j^C;da&$@TK%_x3$$1(b2C3Bs{rEn zT}}8!Xvg-KnB=!nu8lR$*ZZ8a?>^rc_rCvnjfNhp*L+s3s(Nb9E|fsK zKV!?vTD|cdQKe;stnjSetqb3Iv5@cbUez@)BTiV8BvIC98F>%V0)4tm(O}uivNht6 zhck@+-0%NXgO+dqs(_-sAknX3ORXCMR?@&&PeYX`Ynm1ACvEq93ke0DtgN^BUr?Md zBJS&CsAE7?hZGt2IUJ$nf zxhZ42G$fOLD{9yJC7bQ{G}1-@K~)H70Au5p(mzo2kuU}E`$BzKx#g49Bjh(!Qj+c;9Zy#dhE5+%Mxo=x(b z3yQ@;aORX;vQcfdivZ~06>xXYiI+X(O|(%a#p{|>?7PVR*0aj}UOYG2Gx4Qg^LA0N z?@%=7>n73dGA$23ICzAY=Slm~5H2}HVNoV|)sAF%FQJK}ePqF)_9qpSphV!YY~La< zi^+*udSL{4m5-wlP?KP&G5k=1Cs8b=Aio9$pl>SbzxyZX;nRh({{ooYW@cg(PQA}V ze7a@R(OR2)(<<-(kOXx%4brVeHKI1LL9x2#6~xmP7L?+McXhj;#4D7p63kVPjTmPj z85}eRj?OxvsN3xB1O^YX5s5_p-rc`~K7jxWG2NMT(z%?e!Dd&;qH45x#|ERW-NU?P znR4&y+z48Ji?yZY7?RaMndp%>1!R~cZ6+_|912Bp$7rZacKyzZlkKO!n7ah{%jzZe zwcfV5*Qz{W$AX2^?}K7%VDNBWVL*BUPi#W_d_?Y&jaWf_M+_oY|6)@UP$dbIzlrKE z@il^*uN+N~*y+HKAqL`5>zri|9>?$ozn~1(9ukM1zdHR0OA$tLjuu6Gz4>s^2D>?KgnG^*QG$YZ>+1h3w6G#i1OA5ep0b9qHk{w$dR+ z+)c(?Z@YV`o_}`(_Y5c{A=Ep~!uyzkg6_YHGG6Zg{f0{UTULR&MI_zALUBaM?yoie z>%0YfD_&3e;y3mXc<-F;{H2*syE9u1;KJfZ$84FSK-AAo#cX zMGFs-{(v&x8R$T47n3E$IetLnT0H=Cn;x%=`JnO~Hk`@BaZRicKU?7bo%KRWJS;pY zG>{bnib|w{*~yp6jeI=es*6*swtyMS>D+J zAw_IS=DY#opVwErBx0|U52SP4wbeW3LS2!WCI2M>D8*r#Zw8t2$;hkOkRBxgw}ogb zSS@(2B#)z#!HCyKVIu6Y4y3G{@_`(Mk2%sKLEKzA+Pp!(tO8nM8E4I9B_(?^c_m57 z@AeJ2uBAVGn#1|t-s9{Bo4bXcDUkMx0AD4lVgA&tIB>eZPYmtmDn2bD6zWR%5%uN` z6%TJcg%ne^$m8YI@l!jwFrREJtfRl(wZ{D7^uyNz zS{_-bEphec0e_GMf?jq$27J|;Rp+;-Km@=LBOm+{i-TJY=K5lzKy7o~q zF|>g^^Bg{R3uhZ(S?jI-KreR|!5cI>d0>}eq0l5WnEttEY$Qp1D&X5ja7hd5sPC`+ zt-{!?#E}~cc{sNb&u$zpAVEY$ODqW*We3upB5r9d|8FY!->m2*n>eN{*Rq^`Dm@s{}AnP@~@_4%OkkxQIO=xLBpml36S zISLhY@}vvhSymcYq1D*oqW7R=K7urCFDVn!e~L{GdIQbVl<6HRBl7KI*XC#Q)a1J- zG}#m8n`BnmJ1n^!1c#PzK2tt)cey(4%k~?gU`lCRvsG?{b&&#tcl-N4OR0AKJcoA$ zUom~6$6wIkkNazPO$}G%DXbpQM0d?JI#8lb(4-?WV0=}zirHwr!NA0(oFHOo(N`86 z@j+=JxCoAkcqek4=I1aottGA_7tvm0=+IIe?KeihhvC#sM390D3uEjki*w>LDJ?4| zVRV)6o^(uF?zOAAkMGJkhTbSGgyCmpJ%1+E{2`)slpb9Pm^{%l92?S%(_&;ILiMg5 za>df!qnHutQ-tCczMkbE&kK11M^{!KoeJJ{%@gb#W6iXYA7gn;ehNFB+Ek1~PIWlg zFX$Ch8A15D*os2YE9PyK_r%lXifEUUM*j1`Y2ZNRs$>cgenS}Jaq|4&5-uhVvB*I! zWtFq;QLKnLLV9+v*nO{~riAla+4^hT#kNC6CGqv!e*b5zn^8oftO0{qgjzM=^(-aa zon65O#MB^-8|5~`^u(biy*M;&Z5FXMG0yrj0$#t4HfF@lYcTBuA#QD$=3 zcL}UbvSj{lHay%c%mg$yY;80_qLhA(OG}G*sQwkG6khqHzSP#UwvuJ$Z4s|C9O^7i zIXgCjr!tWxMHD1s8WT^hZShKbfv;1f9uUh|p4qX)L0*F9L>^XY5{CoN$rvFm6`Oz< z?n>n4v~39~q<2qv?iLJlOB4x~&7LJee7TRc;rF<$oX3>3gz|X-vGZzs+i%hoVG87j z!ZH|~w&hwp>il9A{G7wTENQ~!iafEz?EqY|mwUifVCp~7r?*W+MBvN2X7q?D0;xMm zDni`!AE?|ON8-Q8zMUN|cvV%n@3KOPvA0U!0Poo%qAWW9fad?I&7aWU1Uv6}c|99# z(AO%KegQ`eJe&=@t8r;>{N3VAWJ%64)sD9x#2qoxQ?@VOP-}^+-m@8U8lj2a-YZ0f zJ^tzThlaAp`Y6zM$kNkN?>Vz96B^yU>VfV6^x;ot(^P55@RaOsa;J7iFl+C605eGb ze9~nXfOJ5M{x=l<^SU3{d-~l%jZ)kAP8|~1pf1P`9JT*_(MYz@qOz?75?WX{~ret z5v2e9KS%#q5rS_3M4%_UA9WboKN?m4F(?Uk`Z4}<^p6+rCp-~B$O8_PDhloY)8YKz z*X0wWdf|-!Z#VS+_qV<{z@La9PUuPsjeq=x|FKv7LeLHVbM#Nk9_kZk2xOi9fC3*y z?Tg8XcPDEHozR$V7Jjj)>Um z_V7TVK7%9w=7I4srP1_rR90(o!-1m6orr%LDx<;hB!~U=i>R4)k;)Hs+~ms5Q0-?~ z&jb^1YXp$3!@w#|MsPMZUbcbP_?T3U(>_Z(ENpkRcsSo68HSQci^0RYUIo4K5R!8v z8HWpPke+H~Gpdwygzd3P`KM8&H#FO7_Wt!j5OlP}bZAXMAYcT&NyJl-s&XUJVDVg6 z{ljHXJm@t5{p+2y%zDP+=yz)J17SHaCU@BhZ6`;21_7WFtb(FbQ>O#7sOM_|bCQi$ zaNc3AJuI332rJX4&QgnL5!SQqV{=#sMT2(tm#>M8-Z`^SA`&* zoMu!Blv=-v1{nPv1;i^N--=L1yHqLT4+;a-8GKV<4SsxP8ti0r7ra5evmN%ha7NaT zR7uq$B}6K=4lKf2`cxh^887Tuq2gv5qp{cUaaz7O%~So$AN987#l|fOCwvc$MPtu3 z=LTc4a6zM0-$1(y9n12Dl@z@_YdC0V#vu_BkQ^k;Gm6J}hUwrS#cbaY)MLiWmg#X1 zp3CkyX@23c&S^wsg#17m(Tg^0@6r$yeNXn*NEw`%g!mK2{CKR%(0-VGK9W0{yXh&? z(yB(D^J!=HK39=R9dk#8Soh0Pwe2Sv?dBkuI@QBI;@S==n_$l?Cn{)FZ1$y;WkNDa zScHxB{?{!{bv_HF_sU}3GN#ts>=3YCth!G2Dm@~w-Iv$V`I3vID1RrM&C4n27JR{4 zUDqHodMQG5=Po8y>xK zLj|$L2j>mD>EeqiBveT$1QNcxPU$rL{KjE_l2?D7?kvq%?_xru)q%Qt|MDoG_1MDG zH!^}GSqT5-^|Hyo(35T+?QYKRXA}H5L$itKEhg``5 z4W+Mbio}!m#H|uX_RWp9+E`*kOLfpYQ+ql$>hsEXFTV%Zb11ZrPtuYmp3jNQXjY!# zy(aeLfX$i`V)sS|VOvuqYu*SUeI!J@RKINJuE|D5Le#1+c^&eFA*ij99zl!U??3d_ zu!r`vG8f-Nd~x>Ojv8vGDk6+U9&rZRbV&(PZraND}jFSI)jUxdM6 zylhYrtxRx{Q<wp&9}YJ|vC zuX#P7Y<|zMWLU`kE$jb*vmf4CJ)($SC+~U6EV~dX`>5n8YWqF7K?fG*+R1_3(dHad z?ciU}0_#P+oyCU!FkT(DdzK_l*r@F2Hz2XxO%1m3o)90s zLp=uK)iN>&yYNuBlLzgHXNOX-mU2Y{m$AeZhKLWhrF*kEw;w$!rGXBboc>^}Ih&se zK?1!-P)m?XUte+B$nnB)z-Td_o%zdx^yoKy1c!`Pl)zVVVh|Y#jPn8+1nH2*PnHZ8 zV{J3ZRr8~^&q{5K_m717;{7e8WL;joX+9lR^%JmAVFuo)>zlH(LlAQ?M-iabE*@_f ze+~bHVYP4{vB^FbXrn_vXSuA22+A%+p3CC)9&#~VEyoLbtELbQeUPnL93w@PtP}~? zKc6m~TZ9h(A^h{`v(jzJz{Pk($fcqYN9jRTpr%cw-s;_*n3Rm6(cD!99MSipYz*4R z$ChnDua?|3ITxL80(}lAAYeDx}7|M_?H48gFbj%}by^5yCQ^4#f^70i@ymI|ZTG7@xl@v5Y( zvPRX6xI7P~cF|{ap0>za!kiwTw)Ck<#)zfyo*vs9W=k91p*?OG=tw*$!p64B5lp5wv0nc34IG zA@w-LT3j$@OIfs}wH&izI6ks%|GxN&tJ9(dQ=Y{g1hVTJ^_ob6NMH#g$v;vcza@tU zlJ<_Z=|Xj0*JiG5=(@H zF?)vdc^!^@?`0ya@;Q!-ORMU;=WVt){9f`!i)pzGC2O^$u*9siKi+jZ{B^;&gPU!t z7Kw$RYg^&ECsw5s$wg5SlL}le`hJJLHnvv}{LNncd9T87Pr1hX zOy!XIHmBBKryyJK6Xbl`>+|(!F(m32+`yank8eR63Oa z3G~V+&(WE_H8qS}4VEE(-h3h9vV9=t_gc`O@iQx{sakO>6sn(-c0aW|k+M2n1AX2) zLaEs=Yc#bo&Zb+Q3j&fAip3SJyI` zoL*IUMBBZL2?vOpMti?Ft<&sHo(2ZtewCP6-!u4Q+wB<=E!$J#psJ?1%2GB;Gzd?< zt<`9#$9DMs2>y!4t2`fAc-QzxS0@R1$0>$vm>Rvxb0f=iq5A8!heyxwG#(&!+7@Ip5%(seLbelHT&lhi zbWGOeni--S9k8pN;_MbP6IdbFRZ7dFH6D|Y5fnU$WV@vV)k9P(+Lh)QdW^ZIzoVGy zDWW1GpFQ`r6y0nmIDm9l=O=`{Ma_s;8!3~$XXf*i(@;plPPOKI#yOL!G4i2^ORP_n z)r}k&Wyj1w%M6#Z+`UNI0%uI>Ma?a=E} z|Nd!{ELR6rQ^a#sEuDaY0w!1{c-QRDwtKVNTFDRiD==elYz^SkCdtkae=M|X&f|ua z(t6Y#tGYjyGmZUo^zOD4S;*?e?lu;%bPiPJiQC|!Wg~030mif0BsVa0L4eF{@~~X4 zdNr-bX-`|M3HGmmxz7v(D%BsjZ*7~0eN{fY;vx|@dWpA`Dwt7`Vhge*7`{xliN9J5 zq-gBKFy~$6%rj6lDSu{#YI{paQkBT&l#K=FU&@{)C#PecSxO-SGQ+UJ`gUiYB#yX< zg(jpV1v^_MVy-P|xkg^!_P~ulr7U5s*P;ivnPVZ+jeMG!cxM!?PB8RS5;VNz03(bW zB~?Q8K*qM)&ubQ5@2N33!hKvr)6Jol?9R!G3YulwObvGZnN)u3$IrvVmml{*1zuVbNZWp4)0*El!S zQpoq=e~ZrU4gVWaEWP5A*_B%wST5VKcfndBqX3o(gxeE3FWt9&?nc&x^f}e&3FniAnHPBT=qSLfy5MlaPrE4ZUhjPXS3>Lucg$8$8il#NqQuHj+pc zkra7a?WJ_}3_*1#fXRD@o?I98CQV?7jYd8ySHf|S;z!XM(1^KOirU}4C6pR*#)n!l z?0Wi}A8+oSQ0Y~btmiS!`n|A(-Bwo!3 zB@W>$Qf?De$(<-7YvNRDB9|@4pdp}Z0~8+InF@7q1@qA; znqjTLHCk$63&TD3tc@jfAc*DcZX=(!6h2@z?t^<7SXqVJ4({X%T?zjVL4)ymjUK-V z^*V^8dwH&_OTn6hjxn1t^V8e@um)X!QPW7vvn%TU3T|4nOUYb3q$0|yub|9@%z_%6 zYE<{?>lnOJh5W%3Ns@AKxK)aKS>IE zV1(2!tMARM+XUBR2mggZ)k&{l(_4!Jk7e3mcL!4-VQ@APprt&TJSEXLD>`w~Vz5jc z85yaztZvpf`)#ssoA+lviMp662NH6;Il z502scJ;%CZ_9E{W9z}~?>tQ;kshL(6T{~24`aP}sXa98Xv+%{*OcDQ~6vpo$r&5N& zpSEHYYudB%B^zE3P(RF72V8^-OF3-z#x`I0vX<_4afBO8@nTCXMp@4|VgNZ$SaBIB|DVdYDDB52JR>OQmmR9AuQ9JWNjm*>hkFGoOUz@d$t+(w2r^`=V5p9krGrGK%0+ET7H{rJ-S>ysw( zu|F9PQ5dHz&e{3ZWdrvSyK!Z%r`KRLpM}?XsS%^g4uNoosZjQXl0<(Gt7gq^w87Wt zZ5nRr!7mD8h;R_U=ixA+mGyi;$jYXo~4vX@ODF#j(F?GL)BLd)_PWYdum zg2aI6r>*|bhaX*CgDw>ru`wxM6&3%kjbY?(OLHx_d{!Dv=5qz8^XzH5(7cgiph~Fa zI16(p658Ea(+tqeMWiJ$TbCx*4D@+tm0xVj5C3V#P!(Y)(z}a7{4qGQQ?o&#LXi23 z!~~|I=47|*^vGnH2%jaViX0*#!*l9%n25Ze1^IbA(V{=jvJP{UM&qm_pCl2Mt@oELXKAeU}b%xmNej4O0DMn3121c;dELg zahzN^o;g*~0C)e68)cL(l)v`LYrwWiWg@JBnuh5M3`~h-R!S=7_IMjfgw6wGQXNZ& zSr^^45%6-1RUn0R40}Q4c++YvXac4$Q}ozC7agEm)=oPBwiC5AWfGxvjobpKdYn^$ zz-s^<3hh2DmP2QpnLf1AW_n{Htq1U&bRpkrmZRf4s;3 zC4Q=j7BC~weYt(M_qUVzlGi6IaQ7W{VdECM^C7`>CAN$>u9t)nob13A{^w&L|c zonY0!6g#oO>&~(9{SrW@r~B_L0HbB=j>*nfG-=#{AxDiW(`doXM&J_24|-}NOAKqahE0-7#)qG4zI%pb$V-_565@MkO+Xu^A@A z`+R$2w56h()>hMHlI~MvAVwG%7+VKBeW=&6Kfi8qc~yzG%Ji3a)VRDjG+oR#QHcJMZD zYF};b@k;h+x9Vzx@xX!Flqc>PEiS|T)Q9%SiI+BqgC%bo*TnnLdTXD`Bu zu~JZn6AjFmEz*-q^`{KP!N&&12N3n{D}%K)61x{(2rryzzF%{AwVBeUk9>246kBUK z04bVKUXI47^lW+ z!V)fq$71)9I3m>XrB&Ks>Kl?*Ov9UZ{m3AIe24NWd&TbQg*7H#Z|tv)IttY*xOzDJ zE{l1>XtZ~t>v#V1=8G3n=;aUDdXa#aKX|wdF8#&_6mj|}6;qdOjp}3;q>xe(2sa>P zw+9H5BKx*EK0znYoJ0#-H0hmQilRi*s0<;bC&`L9O3{3cNT1}3IVLvgiMhN|-d#E4 zf(&e1z1P(jtCFD^aoNe3533O_!YPb63*3saU5Gv*7lqWEGNo8o=q{5dmz+4_o2*s< zyUivek^4fkcQI(Y50crenta)x91~YZNJFj{0m!=@uiy$hLJKEOJqh49oWOsPc|tlk zZ94CrIR*~bPkW^b73vKNP|5g1R;=DcLPgtqU+oZ>pmt6Rmf&6;Th3hhxa zm(`PTDW<#YszOS7YL55w+u1@iqsme5%T!|lO>W0z@pAe5@Q}Phl`-i8omK1$3MQ+Q z68-StG#gDCbeMh7W1VGhRr#8R@`(Nh!m;5^?{D<4$e^dK28VMR=O?|hu|y8%lib|N zBOu1O+lj6fL{BBvF2wumPfp&b2dwWsTA-4Dp_nn6o+GSgU>9Bd7_XE|u@|9dASt)6`g9;?kyS`?31(CtrHx8t5k|2bkRrjT3 z5`2_h9P*hB2Dat{Mb&8e%lsX?Mfzy@su&8UP~EU5xsj}&yOBqgV`V?_ij zFk)60?cJCDs(S3}1mUcz^t9-TAFbC=L*3!_khLRME}$y~BPvF;$5Wg4v0-VE$jguohPG`-jv;I*JEk6CzX@k6_+xROeJFu1`Cs9-4$rD$vLAEa zJe!xA^^Q6(x6F5=9>*7m$QZwVem^R`lzTY>i|>csF2mWrg<+8fcg4f`aRGFP=;>7^ zFh5JeF(-xle!{Bj-Lu7i8l%-%G<{w6*h6tpiJj)j+2To4ML81|(1pwkkGwajoPba1 zd?0tm$K=!)K)4ui<-9YjCtkD)O4)VYe1B`vIh+r39eblRFS7LM_B6YdPLuSQfO$ z(unsiBk-Fp`qOmzHla3K;zEiHG&kYXa+#8Yz~?<^c0_3uY4VU~5~6^B{U?8Nx-mz1 z1w(e>&u7m!EQNGhRra*Pi5Khja-?AiZ_d9)^#epjc1P)il%Y-DcE;d|vQB(#Z}idD zH=dpuH3|?MS*1>PO1-;K?2SS7+XRzGdykG-+Yu4~i-X9Iu`IjBm4@~|)*uzZXC7sL zDShB}8+m{7LM0+HK*`VMgERK6-0Ufn(H3vo$l!*Pk5(qWCtWXgmX|>W-E!QCY1+Rb zhDze+puqH4?Nnc;u1)SZt=0%r>Zgf~d8MP(9GMysWuaXOttS1QS;N77idYoG8RbV4 zmC-I0@E%FkeA;StnrE4sZpk7x-dd@MP^6v15|t~e$-0{(vL+LCpt{SuP;ArSmUs+xyH0^ zzWV5n@Xct#0%YS@fIFp&s`Lz`Yb1#YyTF%Mau5cKBI}ClU4A=7%BJ9cfFO(y91Ui6 z@-Xl=6{$ET_YW21SFWDS9=Fc*f}(n}nOefn7)pTcl_vX>20?eTH@gS^YG^f;};kprc|@s04+~|p0gUx7*7@4SzpQY$9h!b z7J@)tJaSF7xE``G4&k@E{Os`(eWUBMl*piwqFNYySd1r!XC`O+4uN1_EMFdb1|_nc z#h2RjFGn%AWW%jf;E-!@dWQXc)&8^dlSfmxVtp3W0r=>~tLTNtE5w!ZPQfM~g-9p6 zLlI)IFk0KPn-aI)+h{Y~u!sS+Wqe8aX;b^eo@KnqOC!ELU98{jTE>tNuOp)Y z3QWI}?;InnaNzCV8xOwe!UFhb$CH*E-w z9LDQvU^V3Mp7SWM7k)bX!U3R9hCtwNNOKHRHMMc1AyS(Ez~rPO-KbX-&V>-fVt-yY z4d8d73C`=FEoHyVvE@^k+KZ@pP2stQgd~)#5BplU0A2R?6iO9xVP8~A%0jPd{zw~S zCX330b)B$Fm}4fVcyURk@Z@-jx9uDSQ6QtvL%Z)zN|n%T<^_iisC zn5Ifz4h=PPsKe-ypz`-I;F#GRo=&$bozfUPS>~%-=v*kjH}WtaBBNTHGCrA*P#h*n zrT~x`FflS9UVcWflg?i5Tax$0K!2TrNo{!7HrKD*AxF74HoRVz`dxax@s;H^MO?(l zu&a_rFoUSS#jZAnNSl6BY_a^n`D_vOOiikQZ1eb4&*xO(?u&fu zJ=2_MhnYOxr(O8O?ENuXaok)-fVf!ZN?p+K#hg_-USx$O_re5}TU%nNYs-yl3y+t$ zRLglTNE&eE=o!%i8;*W&)cWd}3%T#?cS#Bx@1jQUimS|K2XFO6rxJ+Uo#vy762+X2 zAA>T_908c){2rPXa~ABsaTSR%iNoNFyo=u6)eHhj4DPM9{zmQHVX{gRuZXCoA1&F; zy3ey__^ec3&Xp31+`WJ02IKX%Ct{u=Ymef73_=1u?FfsG94n!5E)7kS&EMkoDl9w& zDhBO@pX@W5uP{aCojKMTJf~rfQ37QMItHpk87;l8#m&v_J$ZIEjbk?Atex59&0g32h@L;@X_i-4!4sCg$)fMFNvUk{#pzaI=Er# z4Z?i1JJrJpnv~{m5oq*i!H>@|V}1w~^vHT&X!ZU4|RZhnupfjbLVl4^o@75rMh@o_r85F>2n$r zKNr#e>gHI@8Fv` zVqRO)gP-FrHrRbExA{kRIP&Pp?kXZq;$=ZG_+;Nw>6-Cs(@iGWqzY-uBCe2(T{}4* z$TNvrV{5<=zCuPU?QkNbJ-uQNBIJp4gFNsg2BhfK;N);HgXmSYzw28XV7{t}* zi~Nm5zHk)G&W&jSQMiT4kY4MoyMBmh6$(ZMk;tl7S@~o>Eh*_ZpS>3#g5c6B3;!27 z^gwfZSc7^TfX##FX)5t=$B%o$FLE0jud|2-k>6=i)_~P6BE zcBD`;I%8x5lFs5rle&q^Z$1*1DDs_)SC1F^9pWPGMQsFc@ecTZi{{uJMH%f#)$OgDAxEncx$AxuvRt^$sDPM5!i5&PE89VXn zJ@rsra2K?Id*|ZIXP|cCIRoaZjDG9AUZhBvM8d`5&Yj;Pf3VZwTZ0SvCX9hxBQt|Q z-DDJ_4pC!gl7ri&hMxd>ng>s{9^WPL&DAZW@DsirR`&n8 z4jUup+OJoHkh1;A%YENg<=KYLY$&oV@1H!gW#pX5lzRyoT;inr9DpuEMFz>9V#~Zv z7tuVdd#WM;85j&4hi!Cywq5uh$ zAXTSpqN+q?RxvfCN*8Vq>xfyBnGhF-PQKG7>pBrvNVS^O@~FO=e)mHTG586>;`TrL zh%!88pEWASd&*ICkvc@gR(93O6YY0UJ53U|vXO^ARNUOu8Mf(0dlrffNV$D>rlXzCwp^xjuC+`F zuyTI!L^-HTMiZtl;1{PWEY2pSN^Ufkk($Y0boTR2CUyEApI2(4iOy1LJvlOGygtA; zc#Dor{V4Wd@Hz|Sb zd>&jfeer7+;Woh*EH3u}A5E2tU}ufro-;1?+|{@HLLZtRpq!cFrL?mM%b4ya4GgQYs1h?cpXm%KY|Yq1Xu#3y*}q zZq63+%6q&+pb|{89Z{COl6+-p1{*}4mXlF$8C^!I`$P`r#dxHE_cfZATl2s+xO!&h zp+*(n0uts-?r%w1W#7y$)YpiJORxDvu2)%~0h*{I&7-q)Xi>(tcReAF+6-v4EU&L9xK z5*p~EFMoKgG+_RIG962*Id_1` zvmP>ixXlwV-(AidP{7t6<}kq z5DFoMAcIy|Kz06*E^2ycNd#GO#K6tg(0q#CI_^UjfUH4eesqE~I^;#vZ5lP(MInH) zXRr(c*}Gu_i#LA>3PHuAmFw<*6z|1H*5c*}CD1|Wfoz9Z+Kq-!wuOfkQhlSDT_a92 z$$bekbnbx4EOs>UQ1K~!^*fz5WY*_E38KTl^&y?8*lZ}uvvL|N z4UOScCMqH49iMdNhu8*ew$K`#m}&Kr;{PjGJW^1ur)M1@f1|4hba6o;uK?=`sU^IG zS#>XY5bdu2jc@Sgm0(2@!Uo93W|FuGg_5r#%#&zQCspeM9`f0FyoU$LcYIk`%B`ch z5-sI(|DY1T4H4xkq!=f;Db7tx`DbGd9`m zBiO^@W=mifD9IsgKxR)TDePg>FLEmxt&qM9d}Sl=TMe3qwY^iTsQGx$6#tU*ts)Iv z7f28_Lr!uipBH=h+J?k4#tU<^x4U0uaQ{6zSFuQNE7int_HQR@C}y&A92`_QZhy2 z>Q~5rd*w4~cj#j#T{#T5o-dV?bW=8I-JNm*s%Y(1Up0g}FN8`7yg#t#}i+DvW%bYS9D`z6KKDPQaPB8 znneA)lQ8-t{pfG6@>XjZ1`C+X>o?=~I(;+9lmm+NmqJ0$1ZIRR7Mka1$;q4@ca}{d zIK5zRgEcj6w{#8!hV!ijivX3I-XVCsCKxm8*|!^7;(dyON=`(6q7DjkWWqKl+79bZskrCn13<|&lwpKp-Q&n201M+6H1IBH%xI#*+(q%&ke%Kc_ueu zB@{YKvVkGV+&+ofMf9PR1=?$x(zOaC^aYk$&Qxt7uKTs(d36F6R2Xx4ypr~1bku@e z>2vRUd#QYd^kUIjMCqmxQ|^xDlNxCIJ^bGM^J+O1s`k*gCo5^B?zzy9kbHsZ&&fgd z*!g-DW8(z4fDDBCl4rAL??g$;k8>B<2gf8k;({Uh0SS?!&lI907=Fq2%X_BQtL=2$ znLo+V(!7|ZPLJul25nU=c;^Gj4{{N(o~q^9B#hqdtuZ!trVMG*3^5yg3BtTYBqjsTBci*nz^2;M4z(S7O%z#89h3OM z3n_u4{|w^^zv27;;V*?Q{`a3*R{DqwzeS}-->6z2uN%ws-Gtc2xvVw1bCuK5UcFXh zVv+ORc_Bh}{|G5!H&Rn`HeH?|U5qCMIwq7J(q3R0lx8t<3railIyxbFNR(CXS8yZp z97&brGj59vrc9r1r(L$Vva#`U%{wG%?xSl*V2)ZGjmyrqGx^O!p7$O7%5ErH*XGTy z){RO}Y#h{#@A=K)J*)VCTkAwRbUx(hP>^#|eB$vT$-FA$aalI9Z$@Zw2;Zxs&9^&`@U7ghqWZokm5|!1ALN-y}mnu`Giri-wEky)5@+aoex^hxSKvZmo zuFNVgXHC&_?oR{9vL*Dx?ChS_@YF*T;>zD~LdbXlqle}Y6X|_-h*Cs{3Y*j_m8lke z6op6noShRn2tO~cFM!A2);M#pVXEFuOAI~w7F0{L^T^x=pAz8_%@k)r$)9Y2Hhbxq ziL=W!xl$j)Of4$WL6MsjS0-n?A1tfHD*M<|R{1S?7TBKYL#XEAChkXZd*DPOYf4M-jdR%x=Nh&KAu(u;++=qhRu|g2k;7R;toahr%WX|vYi&F@5k(MQF%D= z%uREnq`|5{rHBb2z9Vm}2k^Q?bQ`Hes%u*Gk3Fz`?XgUYoTx(fOe1hm_VaX&Y|uml z4v(YusMB);r)YCyx_cH3CyB9&(;kurcH?<(X=E2A-63`;C7ib*eE*xl;lD!2WTQ-W z6Xr=T!jD<9tSYX7l-pM|nWL$m7@Uy#;d&VW>3?SdRMe? z7(<}RTe493&wD1hm4-dC>VBp|rXxynTrIRat9TZ-?99E?0scWUE9`W zAS76D4X(iU?(XjH3GVLB!7aF3@7&kjU*FrWUiJU}s&<_!I0b9% zwbq_{&N0TElW*X>Y;;h7LTTSWzPRS6`=e#9> zR>cD3;lk+WwNUfO<9kMkBvInDyeB7l^qDibPP zxw|5%buC$sxXNdzYC_u4@Uz)BCzIXD@fP}!@_AGu4>5VcOEXiAl0bB(Q*gavJTNUy zI=_Q@&SQReYp|(SOZw<|!)#FmydF_j+n8WXDoVJz4xqYvIx?g)JG(!hth+0o$Nc4O zJRlF-zaOr$Sv@nthc3@Eot>IX;v+++-8lw-F%~|viqT?=hEWhU5I%p3&`g^ck&qbY{M?j!N*`9T8 z^dLQlDF@dm<^);psBXuJvP5bLpujzUYb7x>7s}78bh&kUPQA{G)LzGcdaobU{BplD zWI5GoP^!uD3oW7981y-#>z+RqrVkBjH1p6%tW7jZZ5%a9GesJHLty=5yw_cxz80`u zNVntLALe^k#S%4P+H-DEX=_n9que=YaXpbuXok-R8}2(PHj{YWK&B!6 ziE*rA?E%??fOMe~J6)<@*UNofhIfJ{U#AY@EwPLB`Ew!LSOg?GlC?VI5+iW$FHk0I$W${ zGd4`Oenu0E^r}Utih4fDSZ%s&KpWaYnrk|kiTU~ywd+G_TN1gYG8-paf#M>n8nexZ zOH?m@$Cf}$Mg;E*6}xsLu0WCCYpryAY=Mfju)v&ORMb2)BpFAY7NH~CCs}NY!f!>) z%|rXh5U9kUxyv7Zt*B?6)O|62t0dXpWEjzMn+lV?J_mF{{(&E=l@Ft04Is-tA%g`- zD7w{_c4g`8m{=7nUA}ggPAZ!8C~~mepcUouC~cxncIUF>K}=hK7$a!&-V}BoQA(AD zewH0%-U5SJWrGKjHHQ$kQE(h-Lr}lVcf7OeV;!26Q$9;XT+RJgv@@R9?CHGTa^)YU zi!@s-R55->5{wmtqu>%T;aR}P$j&}J(HbYDf58>4B%RuZ{0gJU-zPOc-4|MirJaT+ z-|6M^$wyEO$t-O`)L_E@9d*Ajf1g@*xS6LXi4=CJWnBf{T1%V=%#8V>W-g6sJ7w4`79)K@n_MlhJlfU z;2_#xFvj6bk9x^wSY`vrBJRvY`2guy&iFQ#D{7G>)1X!8#dT<(YwlM)nh!uRco#?( zSf-Y_!Cz2-W(*XrDq|~lz0~nDkv!+w{L7bw7$n7`!5xY|diQV|7e}d{0dnw3S$MTk z27|QBuey6Gh}@QVO4HO0oppKIWPJd00|88LAMeLJbhGc3Ps9utd)42zN|O>e}_2+Py6o!oUpioYC4gIX(pODcK zyXK(leOYequBWFTV?Yn7NX%PmxSdlmI-wkMS$YiCu5lk1 z+MwhK+Ei9!HOsH$QZkf$>Sx93JXT|bYe7LloFzoB5>~h3I7Y38Bn$_R6>sbyJxPg* z;t0~#)?7Oo50%wl%(~z;wAuO*d6JBw9SM8g_vAURb%`Lk2|zfaj_(miWeF6R>tewx zQ9K_xw`hMWe4j=(TK43~;jST5!AG1%*qIn4H!I>VZJ{t?YmM%@!j zE9^!I&!QTMKj)#zG9#qv`~hx?Z`%vJ6SY0<@9vz%kF`*PR#-5}`&7E}{E~h{El`PUl~k z%1ruby$1g+SpI-g&v+6`@lb>zMt6SfJ&MU!3a%HS*hZ<;KFf0@xi1nYK)QS%@@j|i z`{{=q(o`2h9wYeidntBhKH+WDbKyhOW+^g;Q#2DXXvfo;v~V%Wsbbk4CEdvbgsII> z2XWI_6(sb0(FftNa~$~WPu>fT3D_!&+hcUz43T5muLb_%jw@eNCxey~l$914Y2B%` zJKT^u_%djT_bw9!Muy9un5Il#sQD8;D&A(it4YL+tRhZEs~9gB&snL{Va3#b;bVd9 z1bTr30{fgVd^Ug7nw+O42@HcT1!dL6NWslkvyORr1>mduQr9P1WXG8#yf-H)^9B;? zOSd@vITc?YZ1>;_f@Pm&r#KCNxI4b#Oxzc0v0i@3ilq3HA>^sh4p|U!*c%h8(`<)S zx9ic=oMkW^XsJC&n-iEuup@~ndTA3#O3C3xH*2Id6v)Toy;hAh$$0)J?}s{`ZY;*W z6z#n3fTzxh@$qD#IJC)jhs{CJ>8=Fgh~It+FvRxfIoFpx74ep}p1&_-cD3@|BxJRx z-i#c6jRWBCAq_cfdsy6<&pEefoQ&eH@rNRaSwIw7GJ@vSSH*WJ^_y2~ZL{|X>gtZT zTY|@{3acccS`YS%2laFMP@+^1T6Md(2A^n2G}I`+YObDzfnNgxUKB&*yBh9nlG$n% zH%)1rjbKob;gb_FPBm-e9pOgX90eN>iPA zL&zIS1wZ#uBd_n72PfH27ct`wI$Q4`hKJ&{dE};PW&8I55X}mp?HU^sG2Kknw;s2G zNEofG%G4r0FL~hTw}1c%;EnQh)ci8DW*Tso{<7fM6R-g%r6xplbQnReExw7BKd>1+ zPA8ee(IV}S@+0a2pHu7i5B?uVUEG{Y)oEXsZ}57%W;N@a*-rw*-^a?<{$BEdWIyFK zzAXLH!E=`*`tI(*wR*Z@=!OyGN*Lt1uSn0^6f}6<9RKar`|dY^;xwiF+XY9XaJcHV zJXfvYjA`j# zhUEPyQK1~%{qWAG_~_&k&kRUv_l`uZ_6}aME zys4FoP#ux7dKTlszE+Ud;?eMA*6JS2lFRfd@vtXHk@I)>p%JgvL&DBgAjh>WOkbM1 z0xNWjCLk(|u1o2bObgLt6I8u7Arapn704}up|}@2**}JKIrmNNbPUj753#7zXv;;v z?SAwe9Z<^9QqY_sC08RFrMbYN!IdGAloy{2SqekdMLd0E9ZH}qDO9dIFN1vk(G=iffA(ba%C{tS=IGAkCj5DhxlraE zJ|TX?Ib1Pir0`3RKmkmYBZAj)*ztONbk~($PdJPg37*;7xf10QyVow}s???5E_V9| zv$W}9g~aH$W`?ge@}=hL6G4!pzwS#LvaD)bMmFV8qk>?iue%n8$|Eq-V*hsDDi_RYbj@{uGLR1H!GQ^0cwSiT>qB2RG z3GKZ^X~d_^)b4WV8RrAD$khdC0Q762a*82+5F& z5bly*9n2laW;2YCXm3>Yz;ZMN`*)j=RGAv|4gQeT<;oV*#1c)BQ!keM33!;r^kgnV z!J-m}ftvRA)QA}oJt_F7AE{DT=YY}<8tk_Ip#~2N!I5$z@Z`lfQ^ue0&G<8~oIskM z`qZQX>`yN`7Eo0k*LkY2A|Uo+BWRbst5Z^@YvDuyaQccU^7YpGbSNh_J{)x?qXj)2 zL$g+{K@{LSor)BfaD+OYpe2%QTknZ5FMSY=y`~GklNy)7>R&6d7rPz^0Xn+Gj-Hyd zbA2N{f4%jVTv;PcY+Mshk3W(T5q@YOsq~ON&wi0ppl6&Q13E6sX|Uj1f{j@taS|ATX65m9_AO*x{Psn!To>P)o|EP%m)WUTCKLbXsdzh6K0G zD%QU#hk{xBjGwH$zJ19gH11qMsoN!a{=s|v@yyVYAH5`IKx3UzTH(pS-LUp)X6gIL^}T9&>hDZ&9RYS?y!35)?s&u?DQqgV)j1Q&lz7B*$VLMxebnMT~#P zG9^1wG`SL1MWRD%p2b0Ghw8kF>0%Sxqsk_m`-8pc6=iA~FFpm>?DT&6rX8DopL=3` zV4-ocgl-Xavl8G=_9i;+3VYF_lj26US?kl`;-O+t^(e$bwa0GL-Fd|k^Gp&GDEE(Y z?+PBA))_~%tJQZDfl`40_UE3};ZYd<+>+yPBw99x?lhwOwr*1vWmd?;>AlD~HSW$^ zQgF0mPyC4i@_E2Z|C*bxm~x%XtL$letpA&AmwXs;v6Qb0!quVLC|{2&+ka5PQDf3B zV3;X>%?pMMA)#}GA&>eZE`GYxo&jsJxM~^0yC|c!opE~k&}lfH%zT-eTsz1+z9MHz z!!z0G{(6t)?S&3KEptg4Zpw<;t)cx6X+C7VP;ywZ>ft8?&|{C{&_`97?2XO7F9G%G zH1qVDYQ{r^eA#Ts)eBt~?790jce`{6DmXu5J~KIw&IiJU=`4X_H!Y38lUAf}bN%ZjMB-bD^MX&StA$xsJtEW>t4-+fn47mf%6Hz& zTIg|KGdZ+tZznGa8qEY}Hb)Vudic*TTJPLOMe8-mUMB7HC=Qy8EZ{X41{mlscCb z0s5raTIM0i;j)N}`T}kHt9$`N%8-!I>eG!$$p+N9hEu^dStx;E_jvxU%gfL*g2WWH zK?bfG6h~T4pdaHL`MbDLihB_)okO#a>XKya>(a#s&2yggojjR5@zy{gnwG~NY7yBV zrre7$2%0tesyn>JF3&0an!9bG*c3v2Jcm3@-)US+hFP#LsVN}Uo^NkWH1*$7zQCeEwR9IsOS|}(q2RAm9f5;Kk zM)|l~&>Vt3AAXbdFZc;XcyR zsZd_t*->%ncr9r8jTDqWT3tpuKvjl^Y+g*4k}s#M5_>)SQj%d1u3~ty4w-_itNXCp zY^*wad0j!rsXjwQ@*#PV6SF*xmRC%cBb1NQhXH5VNVQ+MPXluO$C z!Z@rf%x$<}lnabjx^}c?TzFm>DJ6aF*pS2Au#&ApYXY{{C3-3AC$V&9M7kbsYLy>doHcv6(-$* znKICF^}&@FHtNlv>#InXdK&ba7Z;`nD!lD_XoJT>%+o!oXfMNwY9s7yxFhA}R(~{bbfM$Ymn(YeGnb(HK1ggSmC!Ss;gG|9ASpw#q{T2o`O8jICElYECp%OR z4KF);rHU9bRZnIrL(ATiM-SVo^08Fj-CRyBaqBR|oY!eI217eyvLy3T8_ z_s}Vh{xorddt~Pmy~^{;t=p_jyP)Uo*a`7u$Q*jL2}&wvdq8L55qaOyQLL{p0YBq` zig0lH4ryi5wrSD0^UPlD70mf{y?4Eq>6|Sxu1U3nv7INRelT@#P$AE4!))O!ezPh% z7~jotfep3k4GcC#{bUOb_jJt0^=z`kkyoMyZFLzH38d6}hlI<>HvxB-HX{rAs6-H` z9GNiw@0v>tvozE@=;3WV&3#fwFM|gI=2WVE+z!8Me!ko~tuknQMwOb!5^EQ1(^@AY znJL-LFG!!W>Mv9tS)VQ!90?tRfZ(iNZWgj=yIn+bGRAdBY*9WTy@okgRPZWWk0SDc zdVi-GAW56m%M=m-b(rca1bYr1r0J+jZ9JXZ3D#MkxZ?q4^N50sn-XD_nycrS$2H~7 zMGEipoN6l|jIt0(VlgH3g@j4;!*M`Z*|B8s$kj}@#h=v&uAit7cKiF&i%7lsJ41WC zj1oQs5HaN69VEWkvm>1N6klNIJooeO)lhk|!AAN1K+W>r%X-^w%*g{ZV+7-8VB(5H zl70D47Zi)tpDE(i|zO?Fu?7el;;9>8sm2P6Am9<1|43L39rl&oIBRnHE>!^x4I#M{%g$ zx~}NX1n|`+zS9jJyNwU}p3$uOv$?kGLr&diBua+T3(j+|$^aWRp<|63h!A_Zc{2}l zO*c-^@CWe!(gM6;XV8t?-kWI%ad6KJt9KD+0U7`*^AAadMki+YjpTVzGSKi9T5WY7 zh5Diirn(5)Zbh7(A^6tT(!klv8jN2c9hO2kU8GIyY9p^^^G8_SV-(&z8%#5UAH#!e zOleUQ+P11JRtFamWGgBtX@)9mD*5!PO_yAFrXtBU_A{j{^)GZ=7MUqg>F8TwKla~% z&mP{fIhD_XJT`wHSSa?-o$A&W%dScP)2{5r_;$mcdq>Mm)V(@!wCSNtp*8**9VWD@ zO!ANO=Z^xCW||HAOfrcl^2Rx!gxUKmb_jDe9EaR`^X*PcQGnKhVr(yg@XfpzG@cPlfB5h_f zTX2T>>p@$uFB&Fohb8*!APyE>+uYv6(97EByGPIM0)pbw{#qSqV&t_F=o|(d-<%cc z?KB?0ni|wN^zHQ9b@ffUR^kWnckzckti0d%)1Q_`fi>vZM5s2{)O6~QP)`kf&uSi& z6bik0*4KOJ^;P*C!N%V>an<*#=LEQAJu8Ci%(i}R4mi5NmB6q(Uh$_Bpiw6FWDE3m z>sLv&OL|+U+n!F{_HRn*ZOMOmE&uXe{`wpvhX}#|=Pum}87^lmRPS4%?-`Rc*?IIh z5e7V$b_hEU{c;!#8|M?+@Wccg<@PfZeMs)V&8FmD{cS+4aCp+sH`%`e(rw z>=#zg;9zk+e*m0#EG{ zA>d9!`kM#bd0(Ur?}fM1kiVcO-TQ#XfA}*TAO753Dni>wYaQ=}X4eA0*{Wr6D0cH7 zRxbqF^vwLz5?jle#?=>&;72Y;Fqi&vdz|Bh%tD5CE6 zv0*$_Wj(TDdQSmV8J380o=}JvaL1(`QkM4jW!>PR*oYEriw&jW3iHA~2tu_r+|mzF z%gGM8WU4-$A0KnrcDC%Og?}Q!?PljeB}XZ9$$?do}fEeB@`DE#mYVVGdupr zAXMaqA_PbSjjrBR_;<<09L*L&7%C95FxD%GFN~v`;KPWvX^N;83sM|sTx%=~9G7(> zsNQ-Jl?#D5bVJfMWf#|npq#p*H-(YM!n>2&nAvXcM7lZ!n6KRgfVQOIB_g7hk7=vC z3UTofO3*LG+dzcPPLGPB8($ugD)+_@w_a>4SZIJdJ?soqo4Dhrt+N2Yr{?`$Gz34> zaefd?byA#dZE7aYxz48?8m`zb_OzcDP37tC*3g19Icf49rnkL36BxQ#msfF~BjwxL zmqj5@a{@aLf8j&2g?*-)cCd)t(s!TeMCX+P?-@r2!^aMg`SLK|XZqD8!1Od!5P6S?W{~Kj7RhucH!z2783SPeV6U zyI)#ig6I*{ORaldw)LnGW^ixFHXTRvC6a4UpIZB_(aMk1 zI@Mdu9b+P=)Ah4R)2|eBEH(5$a2ixFb?!d`2gW6q3!)Gs*+q}8rMT_0vO0L+Hd9Vb z=sIJJ*Qrirt9X>AnUkpCqo-g_bVAeWHa_*K_|~**pWqYlvYEMi{%4(XL!89BnO9BFgW5CoZ@0J?5#*yxh!u*+sNxnTgqz;qPvfZ!WSe zHn9#={lb_KO%n%qDgW`dY3JRMB&yhH7EB!aZZ=0HxT#ZZCJCNC0iBwsl>xpO}=zi)iF8Go-g?yeF&*Umlf9-IHCYPIJ|21d_&7}I zk$r1lSBgdt!E6Z@p;ae>)QA4N?pHMOeQYcg6vVQJu5Aeq1&Z_nVrt0|d^EYbI>5hePZCcSUGgx)A!rCB|}QoO?#8%ji*hw}z%+Ek(gJ(e*gc;}zHssJyw$KCMG%%$(Osr-xmnI2;@JOEQclt}{HeT+0>EXe^k`bs4kviP(}>nW;;}d8mm(dt zTD)zu*e9Cz$!+(U}syx}Tc(9_Bo>XaDb z4`TDbFIyJK2-2RQzAS-$h>*x2-KvKl^c2^oy@W1nFVtX7D8t~eSbN*mTS~gJ_M`*T zw+g8@{%ogZ{xMf?H9vUw*r$Af!VR7p;qrb1J?CkpSPyf45#+3A{Ry$+88JY;a09#< zaK|^_MZtn2k*Z4MbSv7;n?jVB>Wl|H@16UCooLF5GA800rO!aDa~Q+FhE%Cr)Tf?f zy7d?lROkbPSoVyl-hY#HC4vUNl*^RIi(z{$^QR1sh!4ljoKQUF0qtXONJ56BZf*c^X0MYL^*9HPdOgoB%thFFWFr+4{j z!^VUi!(TbJW1c8WfZ2(9bHBhy(oyxYRLDoTu1(k~4Ns#pi%qF0_V!0M6vdED0A&f>(A6cXsS>LAvyz1}bSmj?Mz zY9MuL);o>M-3<0-&y#kPm7%NmBWYYeZ{VYrvsD^0pPls)M!Q)?E?Hh6n)&weR{EDF zW)B?{NEpCT1^4-?CGw(qSn6q4f*%6Z^Bd<)a9<7hI+xkcWJ1 zu+bH`|0p1oLL%6Pez`C4x{nDubzo(RI2Ht-UVbRI=6%v}y@NKmy@-sv{-MJ2BsAfE z$9tH0g9;v&l&k_Ggin)TjaJ}=(f_MnH+5ph-}QboBXe)R278jUCv+pR%CwIEc_5;%*G;X z%6d%S^!U!8-;e#IhS<0qnL%G~IJ=RGh6E*rrCJu~lVF~L)YhCcDrJKEPy~BklU#SZ z$N9-1KYXj&M^&ZSEY}2fIK{$e2fdpP)yd0zeO-L9W2`_4nYHoPMasOtE3boEYyXq> zw_=2s$x)Pb6TFzl*TA?Fi&=7#8tzs%l?APIx7#|@$+2$S)|-%;+Mhokj*8CX^=FP?Om^uPl*(Q;i32a;e0Wmgn#pdHQ&BUJ#m}O4%Pr?bkX}Sw4O^5 z$z`&hn9=~@lZ-?lC0X;&=#VC%WoL?Z3e$S2-UScwULl?e9-Lh z>J{#pA%Q0+k-gk>xjqwUr6Cly^Nv8(8VvbW*N2)1IPDgoVnLtv!_Q9V z89wd`|A=^=Ee_c(FO7~l^B^yq#L_NkdqOI^e~=a~t>328H7Q4~OrNMi$ERUKCGl$= zdOw3yiEHV=LcFF%JEyUUwFo8isB3aA{Kd+htU=OlRg~I;uG%+>mGVf8magYY*LMHDlg4n3ys32jfS-fO9veK6}#VSU8s zgf*#JL4|O;dN!Y?(A)f=BvqgCz9eP*8t#0qf)1sAS(jC$-GKa{%`F1K&Bd|lK|yWl zb6o>>3UX%4sSTNxMuqisneWT<;k#>_6YWx~_XDt%Dnd45I(@Lm>Nf)UVywSeRnq+@ zNe*`)IVFIaMa&T|^&bky)MU)qL!QIZ%o#DkCzCF~Xk(B%Vt+?bHU^;ZWIc-Ky_cU0ch2qOi50MD659mFBC`=S`f-#i zUtzo&#(Y6hBvC5k{bKSS#6j~zvkW;EOGa!8 za%HZfA+ut*s}U{q!{_e*(&bY zf|?Nl<+SbB%u#=$LicSliLRWGX83A#$Y)+nM`+ zd53?wiDG0M$bz2Yu@Nv9lgj6IH)o1s8@)=+ZF$15T>9aPajC_^3o$vK$GZ2;q%~!? zY-VEZ4zlD_nXbJ>b!zoOo*FwGE#$;HsLkZG?!$TQ3I49<4;SavePY#y-Z z%H&2?yzVh6Xv=$@dNH46(ZF;fT=Oj0E&g`^GG_VdDy>qmjr@E#26;ViydDN*4VSDr zyQ43@`Y2bww!s?y~GuvFl za>@}TZoR-3fk70x!d9t_1Dl#d=Q*qUe47Aho-=62Q9yj_1}4m++@20ZNiV`?g!pok zj#^irqn-j9???@5y!gpiZSfWWalXyRxS-5dAdxIzvjuzG_*@%M59V%D7Xb-mb!}bX zUFk`GS1E-x0pL+B`yQn5_fqefe_x_$ccMJc!rICO6S)M_5 zk;SLWKArB9WQ)~T3^`6n@!h={b1eEo#ykxdc%v6RF-`QrRpdS+5dk*2bwtqN^zDlG ziKma(4gd~mI9!#yQmP4Rw6}75CziVtr8$c;B*QEdX0_rQlhdVPLkn1W@?e{#Uvw~G zW&wTem0btjuqLS5sX1YX6G+ik?j?Be6wWH!T9X}*tj zqprm^hRmst?`*1Tj`Z|LkWG|~U|Wzbj7DS=^nIb6{_Vvrjg!{pWql&DO$M^8$G6Ao z$P&(P1jS~l$m?hbTvxT!>J}~WfAt3C34ki|@2J^01**$YW~)1wv_4mJ6(4M>cv^=e>!xzj9vca5 z4P;71Ie%g-n8Q1{3UOOQ8YNs`VqL!p8MM8;=x%VErrBWz9e#cTY{r5zC~>>@{v*cv zr3S3k+`DS+KsD(RoVglYeR_f-R2KNRW;S-#Yyci_Fh3gCf(l;s@|!T8@rt)sQ)4VI z>&RmhY;%TVq#;LvR`F6ePzV0L*nh2WFt#3zIk?|Lt3S0!SdUUT=CXYaEc#8Y@!}~xD(2j z`{~!>Vsp%TrP{O_E(!x1n!YNL_sp_SQeaI?h^dEinsyvvBg{77Bg5BDS6}wKNI#I2 zEr+G4MW;<4Gi&qf$$2x~fcqSoMac@a8Vlmde~TcWv_%+WIPu)2gF<$`TDcrr6Gi|5=ijpYqD z=d3y=|2ii3*gaEy3u|H)(xJnrzAoQ{$y1TrEp)i8^wKDmJw#)@w@{EVY*dNYV#?#4 zTe{S)W|xRgXBu(|U5}*V zjWU{N!^^!A+fdeiA$*W9vCs-@`#;EsKMD$8D7>gYnhb9RfWujLqOQ5P%098Zyb)WT zjQw^H$?H)SCtd}B0dK}+Ii4Qh^J@})-O z)vi4!Ei{#4DXfD~R+fID7L10TCR;pXSWU~=Kv|tH7t^GK>NOg|{F9G*ezA-qt3 z{1)9f{knBNCs2-XH9+WS_hU+~NKdF(6Il)|)d1&Za%_zP3Qg);i%t<01U9PKYq^*X zIQZC6>cvWXr^+)^#9%??IjK4O($SR4QM`m{ydCmhN*XE_vlLW8F&ULY8^heKvRc*& z<10e|Tl>{b0pp?S>DN}bg$$3mJ|GGZGeVMG?qoLFW<_$LT^LeXUY(vAZeARmrPFY` ze7}K^hI7^+15E%Ydo&n`|BFT;Juv?Drum;?DL_y3y~LZKX*`PdWH0*SDqmWKgXU4? zQ{jsUAoNT*uMq32E#xdx0Dyeq@{%I(R2~b-rjEd_QiEAP{S)rluE_GwXs7}E_Jw7T zOgL}oC#FKOr|*UmXPP3#qf1k=LLj;+zyYOxej!Q?j*-i0ff}5>t_Mug%)IAW`5A0* zMcm~d!UQ156v(aDs%-{gN4v1f`k+^ix8=*kt= z9dj0{Vf`IMegkU?g(nG`ZxeT+b%pP}SD&Coq7~U+G=QleU@xY5wuMA|W$ausuctIQ z$w`-5V?}|aTP+iL7&0LtIF14_d!UX?Mk9cOZn*vlO{dt zA7OxbpM)mu_pL~%z}poF0D)45Dlb}h95EFm*yQ%GAOm8cip$Fy8wzTmq`~JyK|q-+ zW0nksuXZ>%mh=my6Kr$+7TQF{_mDgY9hI37W*3n7I(?NMpK0_F>S&U)X{$inko1xP$(KV6aJ~e19&g@&1>lsG!J}z)WbtYf z0EY*`NEf$$Gk2;}oqcU$6W_dSJ|i3tPbAexLvrUcGC<9Aso^#LRHHK(L+0QAXloq{LF@ zrt13MUt>jnhV59mYPn+rp?8Xbnn30;T(zCI=?2%3VA*8KVe~>UMoh}zK|m!1Rj=28 z>vIDJ9FuGbRAZk=CGxudz==6CEsa@Y4V0a|^LIH{ye8q<@QqDh_7FC^7ji@BO#We^v!9+n{C4E|P%Tq!)0?LuimA@L<8x(?TxpaWS? z!}EGa+eVI9XE&s5S_%3!ptd$u5{5dJ?Shx|hB+am;X7%j5!s0l*k*l!NelBdz9)w+ za1D_nj`&&L4@?6aa4APF}htsAfGq%CL1ip zNITC@-6Gt4P)0~dP2|@=Y*l(@OigG~cB5D>6|XCFWq$M*#Vw&78Iqo&5st^>@mZDZv=(L#gX42$J zO+5pNuZRl{)cS;4w=1Zq-9vrn35vu}wC(@`OVy>@K*W^yVP0{&AVY?Xnh=Kv%uc5S zS*dGi(9Nqp2yJKj44G<0(xrJVpHr0P$w*Hk8*G|#H9n3>T6@hj-TK$5&!wwargVK5 zkjhe7m#1bmfVW;#qDW?AdPxsD;py4Nr|8lI@EAqdFOAQi@r_LUnadU3G6Nfr3;HHU zyZg7*Nrt5I+?QTPKk?7g^oY6OghhSA2S83e#mMbBj;FmTNt9dn{_ZDtivZVVxpBON zqvzbzT!qNVz>WdfNP|=#g;cUXQKdRa^;9^Mh~>~NpX*mP#^QE-Udx5H0R!4(|(-tx4vrqWOR_o?8JwS?6!LWS&#}bT1JpK+R zr+g>M%+MVjt;S6tjCxB^7-A(oNJxC68?(Kt1!@#q|B>n_Y`DC3cEJg(@CZ;CjGck%jYQ2e+p^Y+KEXb&GLmZ=;8usRxg6u6ouo8EivWlzhI$#{Z^9+7cde(sgUBzly3lT1G~4V!92x-{-?YHn|KJ|*$#W5&xb^HD4;!`#o0j`$)O zDrq%<+a%&<_7Sc|_TwV-qNEg6Aa!tAYh!1KU*Z!%ubaAa(ZUUNS$g+UEVb+hVX8@u zp1p7>pLo+Lrb>nQr2=*QcClKbBN zpxsPBL7tG<4ZCwe%graZW@n!xV^2R&TnWgMB%S4*<}0Z?50q22+CAf%(lav@sZiSP z(`!)3I>iQWoigG(eHNBnOjOy6PGR1V2i!Y7Xn%b*_(>7-cWm=15mxI=@X5!`c092o z8UB1vs&#Sf@`rCTvX6INN;wd0e5S}EU*rYi>IhXmT_N*-qaxcVf}-r_y1v!*Ku9L|1y(py=RyEhs{T6Ky=j^va>l&PYAQ`Ac-{E}$ z;WGTUDE#(NKfEUwjB;Y2xzDHXE=n) z!2oD^`5A&vI%iFRzP;h5Wijfz>5>mNP7&>#dr)mZayL+rBUWa*DTf9*_D=NP0={t> z1<^f~XBTcxS)DjJBi-P5^^38N#6Qh9aPNr1zJhIU5#FZ?{+loVYi-WfNxu-kbg~y5 zqx{n$`kQpd_bo~m^68f!zY6~L>%Z?2@YT~Tj6CS|G@Qyq_&<)j@#W7}Onj@N`meeC zJKgguFQ8+7^)MJB_y=n6k7;lqL%^LQvS3@n{m0w*>GMZ%{<@Y_Ble%i{eNFRTLJj< zaQ)n~`?5V-o*neQ)qCOe@QR>TZXTYMsQ7eElkso8PIBL_qWF?L`|FdQW*jXg7F2JM z$_go-E=Hx};u63YN1s&hdwLyo#j-jHD>|O-fSmDp_2Di-$mo;=J*VgES^833#|V1M zNftzh0{-B7+}GaN$~KdE6=DB(Tf+De&Go07BAGHm;@^BF*4-mox+}cOt&F~V)0?i& zpouAk*s?TZ>j_kt&JDbUjs;{F8j8#2bZhK&iG;tKKYi%59OxTiP(0CSR8hB#!(F@A zrB#%T--s}Ym>Fa)D|ZxU@LBPYDH`0-rIYHPmn!vT~1)?Jl5I9 zA7+q&-#b!+l$q~t>G0vGMO%e^8&7wk#m%6;xXJk0nCI&FLu;Mr?o-&_C!v?qaJ0;N zsq_Tu>Kk6q%O<@NI>o+lyrNx$LIL(U_13GeE6wHXI&N7IyY#aCd!bW|S*e5st-O%T zozlHvETR&3w>Zrg-gxxHhtyfg85=Bdlb z&<{uEHy0;#b!#!$yr`$7q^Da$aoDb^5BO4RcQX3nFS7 zmHYM+IPfu}I5**Ky&KXi$1MU2=tDbEz+KaO>;0J}XyDLP8Mz3ghlNHaGQZb83_4y> zd}<*sl+92`m4v=N>+VJ)In)BV*xB{v0NGtKaijfHQ#DI0iMRiFO#l4o3;P{j1627x z*n7*UxVCL=H^hJdfx;6A1P>0uf)g}AfZ*;H+}(l~Zoz{DcXum73U_zcV1-ja0pHAC z`|PvNS!?b4=idA4YmHW|S}`fA#vJnYw?Ctgs74{OHi0+O2W(o}S`}ygT=9f#``5tA zqN7ufS+YG>3R>H1lB~r89<{fnZ+|m+L|p_`z@yH6yvMFIm_Wy6*^|neNbs3rx(8bE zJ$xJD7k&FLB;j9A-Ua`T>|kS+7(6xBp-=i%DR}6JfwK!FL_cFi=H?jusN(oA<1j*A zbgYUl{$3um#jG8%(_myz??9F8s%wAHTnVE7b?Vrn0x zxI;2jtlFdR7Dvk^Xy7+jD=VvpNjJAubgh}2FK#`Yh5f-Su5OL%qUKNQU~^Hr)3+hv z1EJvFes>qK?4&oI5F@I$)kTq6j?T_qjMM1dzXmKhOf*3AAu;~$MR)KUw_;Po^?ZhM zI_2lt8j!p5!IyZ5O~+~uF8aYTMk`YzN?Y5~yV$ROSN$r6J_fP9GdwUEoNz1t^Gz%_EaXUL>!EL10CcRxnoYK&#vT|;QgQ@=h?s@6bh)AoH?2;B@A1m2* zmoT5slq;BeOSg3S`!|;2CJL6Zea^K!g zt#Se{ap-2ij*_0PHn?vHv0LFr?0@59&};-u;r!y-yh`WaI~5J~kC2LZb#zF8 z(^+l5@j1N|WKcIA6XS0Dq~>^G6wo4K)G}Xd9@@FZRZy}7FM4q$2=YHA0V1}Ne5px zW_x&$5=$|4(VWVyuBj{$E^$4$3N(h>OY&gHh04r1tGnomK5l;D?R=yL;99tD<5qvI?aPKYhk$ih4%barg95% zhyUWr;Z{K0ug;kU4$Qs#co;@LU3ZQEFe4;=7`S((<3zM#T=L6J}D#Se9-9T1}qi|20H5MFVa)*$P!B6*$O_jMsZOPb~H9!Z$k2SFB4HQ z+X@~FlrDJReqQii{CqCQ?WYqbfw&n@7utT#c-%qca0JcK{Pal;g-cbnp}CpX_x^&G z*>Ha7Ht1T{bDs%)cUk#&P{qVN(Yh1%#%(N|ECwua;AY`C3{WiGL?S@3lqw}?qiSf_jX=L(rDeNJOLr?5k z6X9Y@M?S|(r(N#Y8I{NHK$We0{6|aqf-BkO_=UrVjaPIZ2?eXVP&!N^437tIm{+$s zh>oHCup*C68uzYK%z{e%ys?azoPd@LC>a}mP=p2)!Vvyhwn%O-4C5&bzw z@c9XL0;#OeLsofEPe1dgR2qW=vY7NmCTl}^Fv03|>of^layN$?RJv-CE8XJ(_IE}H zflVWxg+*=9OX31q+_UBr>y53=VxIDb7E+Q7*SPCtS=lO;ZHS@Qx%p{Z$`G)(CE-T<+>M$y!vZ3@+_PI z(7_@MMn(}@0xJq(B**Ssq2Q=xA9&Gsu_~sVBuxi&Vwa3wlX;2p`{1xS4pl?%w~Qi^ zg>MOrK2F=rg$Ad45Q&N9byO`~RClrLXtxUNRX$?1(@tiEBO3ofPy20?gi>{~we^LNf9EVXrw-lAA# zq@WTWy5WK$fYj`iOJ@Q~BF`*8DJvU-^O9j&t?|o$Qi^=-Lr|iY5m@Lj8dNNjF@s3QZxcVLNXK}RL&HYA5Kvk^_y9U3 z33p`s1KpPM4w29EZ%J%g?(y0Xt283I!hVR#{o;B+2Z!;JdW(q-se;+D&lkidb6?Fv zYAifjZr5-*tl73bH8;tzkS=`UY<^6*Y^}|UL5d>2*ev@;bb#oV?cyC@V4%a#=Ba|5(RXH_C}yOCed=MI{=;pB z*OX#>MN|gPw|Q2f!ET^YIa#4I$S%oGeq|>hN4#hMd^%{FXjn!(* z)am>pF{1oQ#z&FQwhwe%PYr7ib9>y~*X~l4G6v#mr%cK|A55=2|Is}ADKxy> zpag%d`c#V5X$aMFAr?)QfM$V90R89n(}K^}`KIaoxyDP!83JGlcN59@UJVX;&%r$6 z7Ixkzi#+b@fgu>5l(d3UNqED<_umeE1;tP;M^gu7O}TY!=!=)8ze0TP9&E&5G$At z1=o;Im1)(ZMzyevA30QpT&K~HpL z`nV~d^xFf;D(<`V{I755V*0QvTj1NvM+;|BABz%tCdC}`i!r`fz}`lLPX)L(uIAlj zbVe>Fl!nzjs|_eFAH3E|YpTfW`4zg1-&QWV@P7JZ$uYhRxV)dcBr%ai>!dTar>9Sz zNVY4c_oavj%CY^JkSsAVPfB=Yy_@<^N6ZGq1$_8o5e<}b4}YGW@x6LBEZfoZXpDMexFD(j{| z#nx{yb$OE( zHziF|aB>;2?yV}Pj`w}Q_2-M~N^sP9`_9dCaxMt^&l|YmSj4InWxWx9wkr7E`O3_b z9k!q6n^Di^?b^&*W#4BzxdElS(JRHepIV4htKvjcfFY7)D(-E`4!!RRiY`NVDMreR zGrrqQBE?bGkhWq4TX~!))wJbiNr0#M-{D&)y<0V}EwpNTZxz*~j{N5dIZy(akl~mD zx?e5@b@kr9#8&3siw|ZL&#(|iq(!xaLhAP?I6|jTgi?|yK&w7B9Ot+?$BPV)k*~A+ zqf;55MV*sDr5)QuiKUeq!m7h|@3Su#zre*=33yHT66Lza-i!<~=%gKdlQoT`bZ|R!ZJy5wt8GG$~2yb1=0>D-eq<`+9z+K%sdVAH=zQrh_ zNkruqjDJ+dvsn7sb*VuQg&ggq^;Jp8UbXOV^TuhBZCTl2J`ZZnfGCT^x{yCHev((m zG_?RAse)y_?eiI`8`2{s8c$^lD!BIMCkf=1UKD1{sFnv&CNY{h9!695MKqp+;&CTpUr%_!1EffL z?6tL@9h18+3hFZiVeUV%VU`P9Bz7AA`9Z1--0~HmiPetL+qS&p_Bv_2dbh`w*Je{` z_)Sk{rK1*0v74o46J2q6oe#RF0=(3kSC^$icsVLRwQOx_goqz56*6K+k*II9u2HEEuiVygH@(X70C+qgl^Jqw z7E!F}>UA}AibZN!X%d5So#ufl+_J%CEnD$stoLbqB21th+hfUgnTKU_m}BKQ-}ECxeD1 zdd%mg6WU9Njlp!%Jde)!<&*AyNg`^>I_7#CcJS70+)h|x6+YfxL0lQ1gT7l6I#2u3 z-Od0Cl|%ZK*?K6qOr@JC2}zm`Xq1VQJ^LD&t~h1A5YOr})>cq+Ifhtb-BMrhQVVz+ z;iNdEF-z#9vkbrdJmH*jNevO3l@OSZ{t6h&i!?_0VNc9d|e@rhh zYUAD*n(dc@zOc&=#R}HpC%Z8Pz+H6Q2p4&3e@>;{9Ip>UXqR0ibLhnQQd7Ci)OyE( zteSMM8K8G^+g2YjceV>Gj(m4wgI~E9n||mR4o>${MBUK<{m=>Ukj%VZ4_%J$VHzE^ zZ}I7=y`*5OLt4tXCN%N6cqD+RBJbTJ74*)Dl`Fe(kgn}NjjtC}wwey5j#Ud4C@&%h zZIr#>z-n#M4p5O<|LPQpJG;_&d0hBZ&f&oOIQGu&(2??$pszfapw{}{zj_DY-X*=$ zC;n$S72QJ2y+qG|tSs!*KzJithWy=;0e!COMhQKcj%-Lt%4ONhX+o_VvG%PclWx2Hr8=&aQj zAhXFGBg^HWwf#PFHyJJfZl&toJ#ng&fGz_iGl>PwUPkD^gb~S{@T;bk>}^93@k;0< zQFW!h1=ARtw7i1K^B3`4Bw>|w@Anrvf5AORXJLLR4bvA6S4-F)FC{-Ph4iZb0nPl6 z$9DYRy+E_7?(<{`D>Taph>shLPfn@5>cqhJ4p%gEp-U-7rID0SiU@_@fd4cv1D^gO{nb4cKf>}zNR;ER>4*sMA>$F?rrRB3Yslv(y` zYpH<{y}4%HBqa)>#}MW_tl37l9j>jzm!#iOkDa)IPA_-<^i)Y`Okvvd2`?WMPrN2Q>dWHcayI6c9ns;X+K#Uqhc6FpdUauT`` zt?^>4oL9#kVU4J9f0XXIS@LEN4B%{UH)FO<4K`t^AFoHVr9B2b&7=UZ^tW1>0B$(1 z9T}1JTUbO`iG`U6fENDN)$Ya)A0Ionrk2MhU03NO>a7J-(n(gUDV1K|+9*4DxkEK^ zK)ShD%M& z<~nu*xoj%@`U|hFz5j6o|6rnkVlu(FYhqBZ)d+6tgIBBt1nFt^y!f{@_`|7QCSh3j z{q@x=o4+D;vJVUFgJ#J4LIj)OIhxqRmdUXxuzD&x4hBjrX-Lv{26E{1!pwAQ9q4$= zD!xh8lUGr_58O_x!mI&WWd!#6i*?mmy(kxTImWy^Ir{|KNpv=g5>Q)SDMrN$ z{4W;ZRyDna!2epy4>=>*x0Z-gGon+4OvfX-u8=I|7Kg<3``9VfoGRj?Q$vJ-^S{-? z^U~C{^%ru6{gJInM=N2}gEq@ev;xV;juF6=HUKy@Pn$2)WseG|e%=}^*|%K%m{y6( z)_RwzO7PLkoSb2BdzY>%Pa91jIW%ZArthU0?7bq)%&H|^?sLznrTQuPoi0ZUDdi|k z70sKKl6L9|w4+mFO<8)hv0jT!*vd9pb9^U_zAFlE)P3_3X5eFh{X0t&KRCT#z|gv0 zbNSV>qE}o~`5&6JwThNLwfcmlw|8(nLS>#W>2%Vd<>nWk6GYdO%~e87U0Lvm@lT}&~hV`&k1QzjT+rvMO~i>VQ-zYYUpE;VHRN@t+}HA|yI z8WeN;@Cd<6t5(n5o%7493BKmzBDUtJLR;qDe!`pQfo#L)eM$@d3~y(%DGDg<>cl70 zIjwDTIyvoI>r|)|`#KJ-j)L5QV4f$fjE2VcHrtV<@tt9mT=A6oU1FRJM(e_%jbAcV z!HESketzUsB}4?EUkN@}387G~WoUHI;(IUV_kg#+pjP)32+V_!_?uUJFc5_K|Ufhqq|3Jbb^SZpNzU#-v zV3J?u5Q8o|trPxs3ORy}nKbDPY-*0i3+b*A36jIA*sWsda*{IDNz(7<87dsta(Py! zYWD8tyH@jxgY|nu1&;=5E-@y1iPJAfEl{2vDdzKRI0mZ#eQ7$J1RM-&e6M`I&b)U7 zhx-LoEvN-*X{22uyYHZSP+nTzgJAL^~7U;T2;v7lr;KMz0-5;wY6&c94in-a3zVuW{m8_b)%b zYT0ytL25x)8H@!3oYz3M)Yp&-+-X63!mGf%e7+jz89FHB7;us}E;}|7qsUi<^m7j< z#la9WM;5@53TIBtSs#C5%EiII;OmkeDyH=a6BjR0e?~i@^F9fM%k#vZ7;u$sryV4U zKC)X3s;N0ds1-LhHf0SbHGhmv)pTGk|6hAL|B*m(_`Q&rnix~C@e%;HJF=z46TNv~ z!Pre+8CnHEX(-U&M$35eY#-Y@E+i4doD?VKPtUr` zT&{&--7U0aPq8UvSwq|}-S7%;_iTLhH=AVoZqyhAnw-qTteP*f9fDQ*9?j0!=mO+c zy#x*4<Z$8|4#Sar59=Sm> zCN(Syk>>sGQXjUmyQ`2b;VG)dLRqyi*@@S$Qq~=!XjZg$>aA6XXs@;ZsVoxTL))uM z_2au`Iyl-%zIltT@F?1XhK!e{eyqjC$?iv1<2c!rIMLlwkX7^ZH^(Ydxwhp+YU50x z1&GHzUQb@E+DOUWIw|}LI0Bv3f09_|de5DY->I&b0_eHx;@UwHhov9L-GMZ;_ySz7 zbh`2CUsiDdKeE!{lghalyauncvOBPdcXTDei8sGPEK_sPIr4L=!X{&_T+h}O0uh1G znH>~Qwi~L3rgz1cKQ6RyK!huptFJ8@a&kUWeMle%bvbmxxql0wa+_&7l8mXxP1Po(_81G(#Y_OcXM(k6kjC_+23yp3Iav3A z=C)NYXTm~Kq9@k~3$8|S*!n%U?#3D=0CNUon?m{_BF6(A%+!W4G zR?24x>*HrFoc$B!nlN@;yS*!kL!}F54es>V(CuY7p}sE!1 z4mKXsXupP^hGgB%#Kf%YN~8q{A6v<)O66BJJX+9o+m))w9F>_$@W)VV9w&Be#pP0J zxdO?OM$BOT^8K8jgzh(E14E+$*{wl;mk5b&&Or<-TqO7|Z&96CWt}#8L%$?wy_S6a zozJZK$BbL2T-I9S!T!7s@Q+qjXICHiwY&aCgyI>~0bMzP+&$oUefe?QR2V0$KpA`A z$+fNaajHl;$EED^05nV~$nmh*AJW*Oga$j7(Nf5PP8clB^?nhNHb#G9+dawaGmlXZ$rW26=~) z(hiW=I$tn9uSL3R`;3c&YQxN&lb4~g{@txbQ#%BY;2Fhi1q$kOrSRu8R74D+B@K&3 z(plufc+8+UMFqK4HGAXcm#3l76mbS~5}#kM5DF3e5!BG>>E8=9wo)C~rXVXoOo%Iz zr0y9>rl@_0V*+^sCwY}79e~D6{0bQxQ=r1%Q&+5#{RVJ&DjFu>ma;;xsT%2hP0dsD4GJ4)=sChw?J1|?FHU*T2g@s*L znuHm8Mu?_zMMemJ%7n}XNJ|OG7hCUoVM-sOVq$WgGpr9H9jsOj8K1u4V{MyXBE+>rWKzH>Z*Py4h`*>{}d<|b$*`Ks<1UN#=Iod*XtM#*)E(@`r+{x zNjYw@|(0;rg;U<%z{fXq;GMsED}(sBcb7#kS+jC04}@7dWXQFsysSZeXfizw9KI4 zTQ7jNKxx|sS|Ju#77st5`V&U?Pte1+i3VUjJr`XP<^F|!{Ph#xYbpRe@pd~k`_Bv* z0U^MY5zKt4ZvM~LolAca_PjmW8vlzM|3@JAk4GjJ0A*vYKr(gtXRXkG``y3)`;@@~XEj{2K>*_rkI{aUx|L5!efA4rJ_xouso_L)kopRRJ?yx{g$}eyHz*&Az@OWn);DIW$ zzK|6j5xqGPWt2dD)he z7h65HxVHbXXWaDn2r>PC9w9QnN67eziPe7|NdNck{$fo1-?sa6r}=-qqxhQ8LL~y8 z7+wT?HxXeqJA6h-EW>Rayq#yk)M-qR7F7}b;2k%&{z#H~zNPMr?SCBQNVktua zUiqF|Y`vynL-yHU%y+NW>(rp6&i@5dXX82f?p?nY5)1=4B+vz-npAz(&DDLY%49;= zONNz)cQrOLy=Q>w=hCCjYuPnqsh*~v4yeV%$&%&GCR0u}U+e2-ye{z;e3e?a zIkS%jW7HNI@c;Lf=f9t?e5D#G351h6-$v3<4+t8snq%nJo8xPAi?1$q)2ze1f@Np# z;O;~f-jehPxTXL#e}-eU9nU@uhnj&q8_JWM#vW{<=uac^2t_Fsitn<*_Uhu;8WYMSIV*Jnf{)ZD<;f z{^QNDmR&97Xvn-zr)Skp#BZ%~-axtTJPk4a++F{8MMeae1aWKy#sgdlC~SW;lI+Y( zJpz$29Ua??JL^30p4a@s?A`O;E`(2w~6W>oB4-WAm;2yq%7PTREB8jJb zm4+??kvU&iQka%@+}j9R_|ohs8*wu{;{yF9q^#15X-*bSpkYHc$bz~ymN$n!1qGjp zb=~+6#>m$WfX$AJX|^}D-a8{*kMQC@flgEFj92})E$Z_^&^gxXED#`~U!jN&d(SHo zlDAcT=9PJcP;R@!hJsd_EOITZ6$?>$JE}WgrGVkKelZP`J0zUr^5&NdurVQP%C|8Pi9{_mCl z-vm^&kOMWK15w4d^BK!CGc&OkVXiHx<`ykf^Yx&^B(+qQ8nfWR^=Mwt4t|ofW;&8XRb~dNnwZQb%dZmZoBrEN& z+&4^xLZ72iPM)?jkv*~y98&V}C~$dwy^IYm?2kQKw4P6(wf{y*sm;y!bl!WYvm{=* zS3pyuS-KoV)`)fVCGVvO?Ju%(1Z`uhmAkDZE z*ow9{{)R-2bzQA3qD^5ev>+&CzjSf?=EA~L85fbyYagAijK{jayB2U`g9%;ae^_B5 zC(y-QB$-!;dQ9#JTTleMStvwne)64SElavFqV#NyaJAHUc+ojc$&7Ktu~K?v*F*oN zJE>8^?p-Ba$HMH3hBaZEukorXVTXy1XYB(Z#-pKxk0ow`*(x9S%TGEBZbT~2N|h`T zbjVBTPfJqpOGV*{TsiBla@CVgk8Z!Q-i@+2ns0}QmFKVF#O=5>HUKkF6mt-R4ucQP ztL6*bH?2BZoAdR~-OZYoGzWY%Ll~@}GWhDHA5ZpWtt@&|IoH$WY0cYZn9E&|{xHMm zuacSh+9_D~y9GmoIC4WS10fXjr!@3rZC(~!3$~5SoL2om?gFxQ1LLgIT8{=+ zY;kdwSJGLLOP$R>3%7(D>PtRRX-$p1e@;N}+bW{z(mMg^6(l?tayx+Ph-G$ zPHkA7?ux`qO0RV1dQn|n^oc!N(Hk}^Z{P49?gA-7?6igZ!k;D&&!WA5G_1S(v{Z0n zq}G|Jx+w6Pc9-#e^kHor8uD->tXREzhd9=a!9K|C=@9yop|zR054KWjLL9ADp;v8N6 zNO=+vM3TFMukU)?Xm@me+yPhbKUy4ya5>^NmFEN5%QO}AYVW)-m?m!uvu z1KuADKhr|P28ZGASK+JEo*%uxo3KjkP6V97e0saT=5F~Em&(MEpegd=cMb9S>E7eV zwB>!Cjw`siNf*%Km$THin0Q3Cch#?`P0yNK-G<|lZ z*?MrNq$L{H!s*73-Op|^O82)J5Ba#K7pgYv4%-MhU*p<%JEE6+xt27^t%2_5_SKB> z*h~&VP@35bt!Y^`ZpN1}KbRW4W{|)U*H+VT{h3xW6Zw z5Gn5vsW%MSA}`f)x!QPxx9WW}^5_ji8S3ej=!W1OBXoybxx>ehpt7%!9fQMW|CyDR zF3wtK!e%=tO!Pr_RH7YX8{Pp`Ch#y^i?;P_Wy54sO=8Xif6%R6|G`J@J@W-?VQLX` z7!nf{)mEmS6w|NkQpnZCk8O#3b(QC2NJre)iA=#Qk$>p^X`Fg=Nx%_0cPMO5@ngx5j2?KC0p;2P>F^qcU zc{+Bv=-RKJKls_}5tTxpp>+A1S&y%tw7}Ydd zNRTf(I(F>3U4KqS+uC)igR^!Zqv5WAT#7_jKTUBLNrYhCIMhouL{nNDSGJmXC;`() zF4Ck~cQ&J84%hvvW_)R=FvQ#c3N0hDiWVr9K7{FI^X${zU0t7_s$#K~bqxfd;0EG* z;n&-AXeo1jUAd(zzx3M&MJ_a{@JVbf9+2$dLBa5+Nro+t|2hu;Rs`4sTqiw?cBdRk zENkyA@AbLF<R z{0-)Sxt z?Y)n0E}k8`Tpo2(xIEQ7a2`>!(iwf0o6CZ;W*QOR-ns3jzmLdjZ5nevG{KgF%uwYgV&UYLWRhlY^aKh)8Blw|tqq z&2EiE5y`d$6;XdZqw1vsPK0>+izS`(nY$m)fQVy#>PCXg-iqe_#9;Dd?dxY?%Q8*6 zOu>ckw8q7?10x8uHYOzODdW@WbGNU?h2Fr3rOo4Bh;sEq(Y$4zqc{%uFcs(B!~-OY z4_zYK)X9JT7Yo1#<{0i;**t%Na>Qn^^6I^b&Z@xHvnDtE&$h2pLW)PdfoZv38?@)SIeTdwhV2k>rlF{Iiv@O!k3a zQX9hyUguPaLS4^v8k2}{cAPbgrz^LecD4>q9scW>6pW{?27c?c{8yg}r1CTpv6$VS zc;Dn-Y(VV`UGSmgJ63Y zY_xUQQ0CKoZ>jLtF(<@%Xg9WvByu8V7X1pXIn?+U0$VO}ZlB%zu)My19D~*72 zzm8{!GY_PpNQdqjHwiM~l9{oFhIgy6&(n7}_8){sX?hB>Q4*`_?w7{;g)T-cjeQmN z)cQ!NGT`;HYK2XI%D(n=%?QsU5Png*Sm7$net}R0%MT}e{K}Z0dnHXRs*ZZB;dnDQ z*nPB%ycI@#>;AN$6L;LG^iE*N)y9taISK8LOxk1o&vcdU?%{pvdi@SMzOem6(YBtFl{I)mt}|M1S-`j=zX)`Pvj^ZhDhe#b2X;iR19 z@9iXM%MRIcP|bN8l>uGzok8aUp$V4950UET!wn@WKT^gZ7GOj2z{D-ScNPU>9ytIT z!k#<}HIL2dtMzQfaP{ymIdOzo?ReWcmOmvQolw7eL2*?a=}l77WJkha9O>U2 z%DMEK9{bCqJJV#fMy8+p-(oHUSGJ08Z5f);iQ0NPV!kTiz4vi0;Vs+Qj}VavWA&Dg zo#mFHh3dNfdZNZ|^|i?7d@e%mcAg*#TsuhV8?W@N#&5wnYr zI1k=-e#}bTPp7KY?0n`|4N@UFwjZo~B%(~d;`1EeV10_1N@#g%kreb@9DYMs%C{!L zkL8!Hdc6vPlLInZGvp?1=%Srb^=2)xHL%a&F79Af?X0PhKN4tqlso!7aSEOVyjVwg z^P=0)CC6HNIugsv?{kxC!YwR~n{6~PUk#S-;y6KStbe_rM1R5i$55xOvvLKISX(!o zCHR_(PM9k-pmkxO|Ku)RDE>vAA8)W~QFvs_r8kEIqBGkp*OI)*;k;V6`HhC;cJF!RK58cfz??NTMwHfu zh#rlU2MZ!R!%e28KQR5c$uM1wJK#3CU-~NCvgTq<1RP;(*ewU){9#$v`V0W|i$V7! zbR8ovIGUet%(QV`t^4W#r$Q7;*72IkJbQYHAsh_}Q?F9t))9rVVg{}4GA)_MNQ7=Y zRy#8<8Z;_BJd}-o5^vG0a?lkWtE*OqxDmW3!-O%0caDBlK>ucBt!)^E#XKF3!fCK( zxcZq$lMQA}wi~>BGO1Tl&3JxH~#NV9!mlo z|K-OxYqi_?nLtCv2Va`%-p@Sd;0>1HIVw18fSsQl?%_87qUAMZn>>Lts=kI$uGG zX7rH4+({A`hH|i$#Mx2b1@yrYu#fM>D_?J!3v*8L0H#fo&o;i%o_;@(%6RVWe zAY-uQDhetKIbFw-MmM|}0$s!|a~<6X&2b+qH|D*K~tL1ZO@Z6=RLA-(x|=N&SO%$?zO z{`xG0(P?pECEq;H+~9@o&tJ&_%)q-iRMDVdy@QiqY7jU2gf_%da=4$@pJ9UENdsRK zxlHwE$E)ApCtaNxnjGZ~=mt`R6b_Pnw!#Px3xOIFxQMEK!1{(En^cb&RIFpRe1{qh zoY!kRnM+`>fOAPf#)?Nl!ziRLFOxMNH~)4@_AhMX-||2&OsE=nja%stsZfhUcmsc6 zWW2q0ep#2Z|$e`z!ncoND{r!)x;%~8`=z*B|-?cvf=im66 z{0{QiNMCbC{q^$u&(EHqP%%w!y(rwt&32mfs{^d`Wm%BQI5a9 z5C8SmK5zXNnWsnwr+?QVf4nYh1vr6n2gincf7f;XxbFX>=F8lg;LEPYVfwWLurP1; z`9CduOW6|Aqyuf(h>EK;KHBD7qAg>R1q70?wRhm56i@Bxm*y}WZ$zumCAW;7o`aRD z;Uzy$$CG|)aSHBMbpJdkm$OsL9W8JcH0q9L8S-4lCX$Vu=>|c9p^qo4^Sv?{A$)ps zpPqU<3Nd}Hqm~*p3>mhn<9`l}JI3mg*}8HvB4aM4t_PPQwzaG<0cc)}V}<|Lc^ zhxL7VLpof2WL$(XpV&7&!1vp`ax{_dRZxD?6aeH-yTLe-CixRDv&!`($r zFD`U5V}=?I6>QKOc^{wZ%2rA%>GJcxTz${f;I!i_Zk}wIXjOJ#U&3`gZ2syX2v0FP z#<@i461ncK__Sx-SI7vAMvaLPJb>4)prYdYf?nYW@VqB|nqU_~3qG2!0c#vk|0x*& z19%wlLQb^(=i(Qdbbfmt^ik9sTjy^?Oa~jekrsH$=gZ|bJV9KXB)qGQgI8b7DD&^7= z*1mUQH%(iMhL?}mr-~6HrW;7Oc*@$#DxkKGE8pYb=p=U&)Z@z~;xEWIk0;%3tY>4g zJwQ9z#-*QBkj_Z*VDc*!(*Pzp?Hr;B3UIENXRK&b$>p>|k`F>!SxwEej$ z&@;%~ohY~y_QolPB;COr+m`iVabEXpx&gd-V6SMl754`z=D?_YwjqnX$W*|T^T;qs z7Hi`Q1gn##U<0MZ^oj5Il>)xA4WW}QeVzUzs;(Fp215#3kqyWfj>bu^-lZtGcbI*@ zY@Nh)fIH%?1uqkXYnESh|Dn6qTNJ1Gi2RdKR2O(01%Z>MOj`ddkzj!@C4(uLq!zAw zN5{A7MS%>Q&KW3q`QClI;t-8<#TR#t2#cCo?4J{KJ`ymo=KpxjsSG3?xR}gZ{eq0? zQ}!?sTXSVyuf%lH9`90*w1(Bs#hgL}(SAE>#r~aDUETd(zO|%$n9jpu-D9%`nvj%i zX~`|~U!T?#JxXZ$w3WrkobQ6>>kO}GQ{*(g!CP_xlvK!2S1i|d>HXG3ml_M>5qNBJoegpgma_NQfuD9m5!r^9Xd6bD`1lX^c9-IX`t)Y1@X}Dt=*Z z8y548C>@UZE)KXQn5EfTt46jRF*(?t*V@l7x;1@V(_IpHdFswT$!E(x&AhDj23xF# zX2nWbF2|eVaZFKnVQ3GXD&ZPrFWR1WF3p_kk~!Z3#go&MRU_r}?eZ&na> z=|>lDUjxaE<^6%`Pz{3P{i#E5z(j`zF;{&ut8CWH8f?v^Fa-wNF%a3|x; z>T@_7L*uh^{)XI!AX7cproShq>nIbnh^nZ%L~es*a5ZU z>IOTPoYN|hYKcc0TWQLgW;7R@0VQ8yXMvCK`et`Go8FgB$66XRy~vM{S5wm8)TD2I z6rd@tl03MG3<}b=ZotId&?TfMkB#&|t zGwZ^9OT1PomG1V)_*G57g2#G)sk(}q;SzaLWm*PzpwsN|+ig z+nF0h^C6{E342x7_lgT%tVO(6XOuOt!5JqO4Y7nP5 zaowcWMA@sCMxs&HZP6})VWX(1y}58l3Fp#|df;o>kk+gl$@UU|wO`y6Fh?E?)-@rc z&o}7^<(JgA8*DX(HCGNh-5uE$yX#)GEn#{Kh__sgvVKioC|}+m5)oDytX@(A>Vw2A zTehK~74_9un^~xoUit60*4J$J3kHV)RZ@|l_xE}IULayUQE}% z$cc(Iyl$TcXRS#gTnawiPL(j)1XDQ7v^mf6?i~m&#c(s!_IS4Bg+*O6MF$#P3C!NA z{y@z*zo@U+MfdQ@=heU*{+GOZ#{s}Wf*f6i>NR5|WI6&Vd3+?#uRhT;m9|%w*i#vV z-F65fhn08+F!L|t;E%DST#Y{z&?qokseLPf>vSo2sUk1DAWf7SGlJeW{RDw{)}ax+kN zD)MF|G+LViVLs|xZr#&97sXawzPa^`Ar-e&Ag_CfH&pPBUcrY*@C~}E_D1QQ=Hr)* zWoNTW(B&EqqW)#ca;N7rH;?WQ@P@OjiU~IeaMv!7yI!+3+wtY^nNN$fJ{rAG5CQ@> zrTotmbbWaA`JH<6!;ML`Rpz65qYd~wBU2)FQo~HaipI)o+Aqe_d^QYstBmL?Hxr6I zS=a79f!~ccwj!6c^mK>kdwz+~)FVmb)3+sT(p~e9sm5lx{_zPansVc&8F~Cg^AXF+ zl#r9QsVR*%39$7BwS&L=NyS9C0@dd}{#eydz9G`s$J=d1ZU!3rR*4jtQ4+9c!po^e z0gZ;U#ziuXPd25n8dvRgKdPq~ZRy{2rf_oJ5aC-wQymN{U3@@6!*A;uDleB}Z!V5K zgkOiO=Jd4gtnNN`aq+K0N~w4Q@*!m>FwWJ!c}}n%<%2eQ4nJ&ZHa3Jr6`p?Nme0SvziEt#td8Pl=Kk@V z_U(3V&l=dQ(c+A(xRcXktAdX}P;*gSyJ`d8EZVYj>-lYxO)KE%G}jcLh1e%A2U%%i zJ`KMgiUS$j_85%8{xj0yDPA>Ag#zhMKa%2qPiM5(R#!qfata##{K@Z3@iZ#sK!N2T z+ncNnTQOLC;}x@A4_o;iW|q8rj>FQeeVt1eCJX0m9`$=z zv?~TjTgTciExD{~o@$VfluPZGAKZC48^3M4)gA1Jq=uHOXZRv}JSl2_lnn|^Lx{WE zTLY$?&E1my#!_s~HnZTo!tKzUM<$Bg879ZiHw@Mzti53oWU4!2g+LrH_K6&AI6vCgJb8N?tSi zqLFv?J5&{@*+>2(Z|l#!pZ4>ju3vw|`P)tpal%T3sf6f?pL4qTP@ZuD#mMptYo@2f zJR0XE^|ci?64fQoYcE~gy>{0c|7AfBW&nZUmZ11xUf`M)Lr0G2G@`2h0_7n3foaJ% zl1I!gk2VZtviyq4$?28Z4Fyz9=%EFqySo{>c@O^jUH9I9T&!VcIG*#Zz4zyNw&vn+keoGHfm*p3 zxGw)`ah?bb>is&>w#(tDrLtIN21^$|Uf{=lp31E=rD{qyv)ve|d~le3XRJe%3PNEv z(My3LnmawJg_PH23v~Ah=z=jYuec*Lwb8ru7?--EbOWoa1qjbuj|!(w>Y9c1&p$$d zvx0;e@=t={XQZ@ct}W;O4OL&5ckbnAJ!vrUTZ(2%k04ELKoY`tpMO(D?75`ysN(Yu zCE+Ql!~E5Gx{c^AKse0bj8m0Kj(|@}-H#V4{Grxn-`X+qJeqnFBSA@Tym9;T(6;iL zG9ln?NJ_~-xvDT7YQ;?yuNDn^h;{0T5rUCPqWdvT45K2-5p>T}RsO?1n#%KR!yoC+kw+t=UYgxg7BYr_$*j8| zjJ<1=xKcG%8-4WQ@gbTrpNEOBI(b=e5*j=&kbGs^$Xk!*_8VK-N3h9D*FZb_-N_F&UCQF20rjlwHb<19xCS+>#JV$fQx?1z9WNJa?!NjLr|N4XkYRc zI9up#62C~Qdn-c05)ZTQkP+@*UWXbbBh}h`new6$n9~(o+mt{pTyLSj5GdUiX)DKs zJ0BY^zdYrjmP+af**NJ*=d!fnr;WaZCt1HfIkwtcq09?lb1-#c+;U3+)ufm)8_!2z-DD6^`GYKke@p zP&%;`yVJS$#2ZuWEpzCB;|>B$^o#55{@C$B(do2{H9vjxx)Shn6Yx|;qsabM+QQhJ z8u4HG)eobO*_hLxvNw3dhu9@qvg;j&!xpt3tRj@fSC=g(UDV6alSBKlpbE1>Iya@8 zf`^+AsDT5lQ8k`+_N+5CpNr43mCI4QhX(Fl>SY=E?%3fFbeL=sY1zSi?|)}LBPMj4d__Iq{i^VBUTx-fU)t0?*MsB)P%_xe z1nZf#yp+XHk5c4*-u1IIR1$Mo3Z`ife7s|1hn72)ok|=i9ad*1Z`7A%oP(f~GK|*p zpqQC;3{+Dg{VhoD>}}NcGgylIWXevT<}OZ`-=j~dr@2 z;XHQ&H?44RBD0sg!FYQ=lyolOAyV5l>E57yV@w{e1`<<>!02cVy+N2)Je~}+^{vftSrcZE2%nYsqZI>?-*~JQ84KqW`eq< zKNc!+v-&;@uXjIf+j;4XT7@MWEb3vv1S`vHPz(5xte{;n3^{VWn}sy$HdX*-6Z~%M zi9DbUFx%(hjd&hK@0)z{O0BN0Pqsz1`CpwUHBVNL?#f-0j(yMOY%EC@qMd7XJ_23V zGFD=S}RlzSUBeY z0Hz0*n~1bbu(z|+TODR~;lzTAv!U)n_npCLxZ>26t)^UfsQvfx!(1Ag%2@3h_v|t! zX^j{)D^1FanHkqg>Q_2g>oRmdY8J^81i@G}mG;{27dR^E9h?HM2XOK9YS318Er$&C z&Eb}Sf?UZ0-TBYuKxlq~)8SsW z*?l&F4uvn#4sTz>cPL}u=mBNlKIh3QK--m(ffC?UI?rT2h`M(*sX?I0$0aGExX5?< zC0Vw3EPtGYsMBh7E)L0Oiag0JRI|3Y5HL1ZC0(U~e7Yh}h#$>D#ohCr4I-4o5~$N& z4br~|OcLqschZ6S9P)y9a7IaqW#|O8m$pshRLEdW3&anysVJzKXKFqXH=#XcbNd)U zD55<-$)`}-2}TzhC4<cMr+xlYgIfcMgJBG8b4i*R=Y5JtJ0!c-605w z{u8&jj9R7-l9FCxm$=sER+S8M6Q5R8ZzhEeoj~YRua?`-iEN!qXTFmfPo{hP)Jirm zNj5w@8I;#KuUR}*6Z<`Ddgb3Zi5ZZ*dFDE+#<8Ak*|0@(KeCHeqqNYMH}p&fqo#&( zIBQM!=FM{(>$1v*;cL!%8Eql98py@gTP#X_^Ge&D z)qQWU#V}-<|-MYX4DY5SN_*}2>G=rVj(n=Ep-a=+I!kbDP z83K`BvT1&cb`HM$oT#dlHTlcW1c6Z@e~)#x1`LwnZh9Qs=hHeQ3+c|;Dp5qJijm_B zPiy_>FR;3)r84k|=T+~TolX}k>A&Vqx^Z=bb=pGU>bq=);bb$}+j6g4R^Vw;L zHc*qC-P;9yjk8Ycl|`Qrc}Y;WR4^c}sz?Ns8##tQ7gVR{KNqysbmm6{pcX!J3PJS} zu+D1rq?NUTP+?a_4!NBxK@f0kk5Ln5c;w zOQwm1o(&nOX107251xb}>W{K54J=FJVKP+9Io8J>o~;?n*M7I-^O6%_kxM;H+03H#C5FhF|!~iCCtzD){S-{DBBnIuY#p-CgGemr1QEV1g&|Yd(8m zQ%HN^?47~bFYm;(H!+_M0fKwS3q@DAe_r6v6?>5YbLDJ7(_r;?s znMfMa@4pB7h7h`Pm^*HxGOeotOZHZB2la4+S@ayDea0M*k+kve4;KoU4ge$sM2$59<$qNwVO|ar8)+!vbC`1@jt$8#6O(x6OKUZXoZb$MvxEu?jrg=o|f2%fML5aOPczEeD9vmONxH1cz;7 z(NME~rL$Mw+-Ey-87{sBgyH^}wzIFXiF^f^ZdSPL3=z&gGtP~lI(4i?i|TBa#B!gl z{jA6>M*e-(p?F}wgBDxMIQlZ}s?ye(WvNVl1GSa~2n1sybuJye<O-Lo{1#rY26s5xBA z4$|TxkyOMop1dkvAmnYlDr&{h zyhsBA`e-LM4CkiFVU{2e523;Hi@jGC#FswKFj=}oA5t3vPiy_U{}JZ3hCC+5P)Y9R zt)HdzOqfpjn3EKig?$P+6XkP;NR}i(3J&SRt3%B}s!7bHx;DbMGp=;;bdrnma37PT zhpW72qC8QZH0o?c$}T%)r3%i;Ydf>40$fy8vE$;B#Hy!xf1U9N%%(H}vWeRJq-_7q zMo}Uq_&Ob(44)_bWUvdUMjKW|B1zL#meB>{bsL=%R1m55Iu7;}H_^!j_0Aeg6L zI1&J6sPuAkh-c$FqsOTuR=T&4w{NqeOfa@n zidB>u{qx`B?)~s>!T#an&^w@`tMcp$lejcVyvo`-OS~!|AE@fv^A>kvPD)6YI;Am}?V4HAu+p+$+Sz&zV=IPb5oEPL z$A#-@koI>@CI8)Ht!T48eN4xU*gQ5v7J}TOE{3eZZasDfz`*gu2`y=X$jz*>dXu2+ zcP8N#=YeHIVoe*-7Q3rGHC982@ZIA88GDQ%0R*l;vR7n=V)vK(A+Iw_(ERedR#(o` zakv@xTs~Ld9+gWdS-35rU%;-OTih~vsxv$7)egPtOn*vzGWBF`^aghCdfx`o)9rO1 z#Cek(6V(Xe6;0gX@wD9m4)-DDT8Dgzrk2(>TM0PXQ#=*)rlRTTDTAD=N)v#$KBRQe z#H1r_22QdPup0+E{m+cXoH1=aRuWcs40!75vzGQh= z#|Q`W!vJy%fSgsLQwWtk1>kNMixVdBvCsYsiHHE>s-Bsh(VK-T=hxiK*Z}C58|jE( zxV&ooq2(R&v@}FhllyU(JMBCr0LZ57L(x*A-fpzn_5l-Xl+oHL8VI+W%{UNkO638y zkxF+Pp8+0$$jG2306>d181fFlIs10y>1l1@Oq+~iY}{Btf$U}8CVzXJc;#Szz9nwF zXo`ngJ}p1(b*^G?c8bGRR^@P#T|VHgJIfNZZ6LDN{|T^oSm9+5Moo(bS3wXGt7lZdIgKkeOngs0CqAs49s&8QD@Pa|9QOnBcBobM=i87(0 z{o))-A`Yn+g@pkwmEN4?rEsEylC2px#o!>iet`2`IUw>;LH$8$-h69`2%uf#_g8tF zGbhl!o}`cmuZ-PWXdAY=nl-7UIccKSs6w!}oqf&mA$vqgEET)yXL5kh@Xtj#>}djh z(n9$BY1apPLAo=~YD1@PB(Fz~>{S@`PvMj6m(Y@G?pu!az>0*^d{5Tbso7I}haO1}D3o<+prH~#>zu6j zqUt_ErkW$T@8?Wsn;+SW@}K7Ls2z{#lON4p0$66TERv=7WptdHZ=)TJcxq~UZj@-j z2L!Gk);UoTI8B9eL%|spoWpsYkzxbp**B=jV$+`)K$4 z;PGh(3x$%duG!Hi)5+KwM$LXd|IDueEGzf5_1Mmcze=T84EYHNfMs384(YlBE+xS& z^_aIF-{R?(gwS8l{#;(|NdhKNzk@thtI_=*1nA@~)-R_-^^K6>m{*!^Np<0Io7&-3 zbS!}3N|o2@2xkv$_fy$qes@sX`;p1S1zA9k^V8dX=8w6eOQ-tf_6E#Gb$RQ)tA!sK z99LHUr40 zC~$Z>l``uVS*B}ZMNOALT$L}87^$Cbmfv+sf(HhRD?-PHYYQdYyODH_mc=CtLnrvS zCkTO1x9fX$r^&OgSn;*@C(^FPc2z?5Zj>AR17V zpjsC?Zt3WpvO>jG&Jb{Sm}afvrg_cfdbM@7q-M0qs&jf5GE?X|*J~Fg{XV=SB=;*! z({3W9?Gx+L-4HX7f=^rS|Jlk+z^SSikz7pCVye@&nbo z*%PP->3!`zJ*r``DWr9_;|r3m$!cQDD-Akx863;{f=Vdx-hL{f-4i%vYA{3C56I+!mzU6Fm7?%5KB{+B+m}=MAY1#Ys zUrn=u#b1ah6LnVg7v|JZ4}%_~m`6H5ehyfG5AxMHQ#5=NP|NCfMZIr4i z5PAt2lug&gRkX*qFOZ=+F4(wOoVV%=?IDpXTnKg(`E#tNdjQ#kN=Pq3X`x#a_X5LJ zS3>C~-5Wt(=V_0@;ZVz@FsP4o5)<1+zx%-BtPGvLRHHuY;>_#ljD4o*rl=MgL&){C zd2k2t+cOvkd#(+>iT4(Y3A(`b`ep6|-q45#o|h;E|H7H+(|caEoRPRNj^@&UmraLs zVjC4rC&R$Z#InQY*9Lv1OyJdQ?rp35X5U%9I!#o+=fMDOxKe8pmUh35Qbz#D`Vghm4Kl3m1KB`v8a} zK1_gyL+8Mc2|0+$y|a#wFVIkZeW%WFGE&Euy}gf2$KUZPf~>``X7R;+v*_F?%Lh7) zYXBdP0Y$pKf#EGbRpjns_lhsg+T%{!_t7jnR}RTsZ#eBex1@EOpCjr94qs&Z%*H=mo>%u;=DkKHN1|#!uCLpXu5C zM?Crk1(?UKzbIjZ_nI#zKAZxA7r=sJ`n*f4V)~o4{8YUw_i|nttM9G0IIbeomMf|)Ui>=^SgY)SNnKX3`V#G9BN` z!N4hbev*pzw?5I45CIZ^%B&aFG%=N)rUTD}6cL~!ZzW3J?xVJ-Qi+IQ){nOri9!@4 z=siBtTgYrc zVspvv@dlnEs3263ntWOZ5_~20hEv=@H)n{gUuK^bx%O6{g&jJ?rzP_!YKk!5v2L0?7U2 z4XAGWNq_n^Jx4`TbI|RzBONIPl%Z`|!k{h1%KWRn#v<3*@1@*W5n=83{sxH28g;}! zf`0%7NRdVr>+!>G<=qhgeyeqM*aiyF?}PS}V*$wA-c$WH-mc}|K4a&;uccq`a=}kT zt(xz-`#qa3Po4AY*-_+vL%`_XK9USLG}60%>$9#-{c%+=$ElIr%mdGTuX^$tkX|HO zOuO4~(L?urblg}qke^jkO#k7^ z8*10+lP=ZjtHg)z2oXOhzDH9s6xR-%-QQv zIkEs0!y2WzLIMVn5^p}FuUFMqFJYdn%^)%H0Yu!`I4JfVkVsX2%B9iUOViPhAGy4` z+OmzGB?E^2XST|E%8y<9=jFOZKEgTRh0AO zMGcjB)TnkJ0c<2Ld!n`%*#otk!cCo4QP`gY^A_)il|lyjBHCtXmBJK;5&n-s#cj8k zJtY_!eqGa?oOmjW)C~>RmK#Y<5{{u-;ubX({{WovTka&el7skIZHQZ;wuLiAQRsk@ zfjMpsrCoopOKB^U-n6A}WWd{H6n z%F56XTcI!IPpeE4qt(mOY2qUoPh~o#49O8#s@w%7<)052qe^Lt{-9=(!jiF~Gh!dZ z30cA*T6vb7Y7phfDpF!@xp`huR*lBDAjx z1nx+AmXYnB9Di2vjP@EkJ4kT*cy^I+iv{3!c}{O74$zWK2bR?>hj7>-jq+Y~xY|V< z?h+Elr7BYAHB#KQUKa`Xcx;-~qgwdaL)MpMO+1L^i4v~Hxf)4)!%gILU*|cizGjr1 za75C=iUu`gfx&|NSR;x-WW1m{Z4JU>%};kRDlY4O;TqUy1ZGjC4yQl$U3DZFgZDTe zrPTMA261WNI0>Y2N1dR*sO}|i zB9xx&^gaK)f%cw@7u%u?;7tr#>xEPrb3T3yQ=|E3ynG{g#7bW~Pe?vumiYvaar4~Q z%C^T)+O`V?DE+qu-*lj0eS%C~i4END58=EVD9MgN7AwgBbnOwz#R^BIA>;Ba7SyT# za;1_1h)9oEJrj!GU$X-gIlXtHNZfxnDa@zw*=0EKS$pNO-(jfI5b$x5kK@8Ck66$*${V2OwP(L_=I(1#NtQ7}p0hC4f;74E}`KWjJ-lYw*4-!su83P&8 z$_P=_6(H}=_#Pi6L&=w{H&>+_e6J;S>B_wtEfEx*pzdYQZLQ#*?*tUS?AoJRQZE_` z@jo#>(H^=`7{5QV;G?EV{qf>_a&lLLA8`-efBZ1taI}^n6&uLYV5sVBMFf=R8q5y4 zo~zo2rr81I@~uS{6owL+j?Kl*bc0e3n}d>QRL(Xkmu}^a6^GO^j-eiWJijRmrZ6#s0S}gR}ZktWn*a(e%y- z_TAB+3h`aI1I0-%D<`R7O54pIKNCl7&k&AuT!P4XZ%n;8U*TdW9w%AGYpu;FARol& zWK9Yf5tKw;Ed{6?owF|eP88302se$7W}_0V`Dz9ceX?yn*ZMU-5C2&5`Pksv;}sXj z?oDxDhJVLYV8f{6!A*$YTtgQu?N0g(h|2;3%JcO4BNa81CRox*3+BBwm&}G2AIbVF zQ+L)z_leI0DZ36LLt18AhQh*h#ZTOjEoMxoLl%(94iMS^72EPS60X{for#e1?DB3J ztxf_``X8W(!r{{6A zEQL&GlR~fa3|$OYnY3od;bi&o@~{{=tOm+J5g$K(OnPsEV%>0W|5NiGcH!y>A*eg! zzx{Ln&Qqtsh_})|Ln49jk8z^_2~x;1psP%Gz~FM7AO*AT z15B=Cm_}im(ernGz~0==pwgc_a|yms-=JcENMXBcIZ&m0UNe=oPtQx+x%tZ+KCgz0q0SY^aG0qFC&Ga@stB3>?hml@vnu8;=2-j2WIT8oLhT z=K7jgY@mNq1;cloUH&0K;b5A<5QpyCw1%D%UPt`byB)fH|c{Wt|uYexuM2D&8mnW=+@NN z;yRzN&OQ{)C%y<63sM07jrx2 zRlxexwPHFN$W3>%e5P=n{}=b`8M~?;Ih{xiI_H|zcA@b4b2Q>xhkBex3zKrwfs_qz zZ_F8{ARhA1Y$ZE0C=YtUl+_*o2uL3%FVwIhxFb&y$tL$d#)T)dZtb)EnFp~pP8)1$ zM6m7|G&5=<0S!w(`aRw}>~0zgTkABqsd!Y=44LR4xNrOfd?!fW)gf|SVQx7z@gKkH zgI)(EGvfI?t$Wc9WDcTQdfS{Ei-Fpx$i`tOAuq5b%3K+#Dm{Ux%ALA4q`&7iN-fU^ z9FqRvt|{?j0euG~&r1Dr>1w9b?Ay05e-Z0ZH8vL+0hfD?1aT9iR6mDN7Xz}T~Hxg1n(hGfN>QA9w9%#72dCw zCV|$J#R5Y&|GkHO{X!3HypH-S0>Ccl2G2#h(gPgRzl4pzVn0uF|Yh#L*CeYLOC=P^9M*& z_(iND8B#&h%>){z1wh}FwesqxTC{(LHv?@{6qL~mttEx84ZyAzsoU6 z&_7ypSyQKtJKe?o0uw#RdwQ_d@0}Nuu#y|-;;*n6fUcmUG{m75W$1KdY?bVB{YEpi$9y)s7Gf>xLOa4y0 zedha}P{rDrlI23WA|0fqngX4->}Z@VC}4Q?!oR>m0&s*13MxjQi@LCA&l0}%tPqWh z7ePhsHJ0DqQ&X*pa8yMQ@ZwXx=#6SwHyk;MJe$Sv{Tunss?Sk~Xaw+hV`EI0-_)1rQ9&UdM-igj+dvYMxc(r8%SqKdlO>TJl2K}%eczN*^Q^n7 zZ(J+EF0SErL#+GgTGT<-Q6ilBE*Q~KL|^^|AR>=Hq6w4z!vpGY)vWbYAN3J+*H%rB zc-m}_j6b$ArFdddhcVjGiV9Syo4Jp@Z2c3{`80`6Y%|`>Ie0+j)1v`h$fe8sV$*F1 zMaZRt?tteAAYL(v3@&K)uda^8!&dhn?gMO^9*etG|ZP5R()1 z&b&~fE^QtX%Wv+MdU$n-N$x|X2D@WSGa!Lcb^04Issttw^#ABDmxLcrYr!ZFfDBd- z+XqN&EN|{>rC}U|4(c!hZhE^J17t%o0SN=Trp1s_(%Z;nXAHQgxSb-0!PscPBuo}4 z&b@T8;4ocDldY0d(Fxh5KkKR&Ymfgl=X^?nSy&Pe_!_h&1+~YC-LXi;e2vk`gOtPj zwcARFF*vFLAI1`4h#muBLZO}(Uf)7V30W>EU%yj1oBqQ+Y815}9>`~v>z)ZY3b9`Q`nltrzNiDTE}uq8T=Se8D<^#F3nyZH9W*)Pdtq;?-^ zoJ(9dwD;fs>iffQDNeHW1`vl~u2VS}LGDQEw_oW3SJJCNF>=?&C-B4H#eK#YVBC0S z(W1Z8t2LAr4UoF%j0`^?4HTt}t^~HUKWi6B6`ZKtGFjqu-Hz?q`dbU*aDI6NDi^+Q zvHHHL-3&8nJJcUW+`H7+Fuo?B>T)QKjapQUr#5%m>-bLn?5+(SYMw3uw0KztImnW1 zluF1qN|RHq&b=dxufLtDf!PZy_k{CJzj`#^diy5=t7`Zl{D3m&0V4LgWFwB%EkM1c zz&$B48}87R_8`GFq6GhwLAtfSpd{hf`+u?#!#8O7nfsvbrMBY!++ zT$+BP(xJ%U4~YN=VWLW(0FKVXveMH2c63B2@aR5edBcQVJ@zcbP{f^IoOlh_Qa$h- zS#*eIAQtp~FJIOb6Rb?{hNargzvzN=`n0 zmzw3!?NDKU5985t!hz^+;?va8x%!{k@qq&fhkwXJKLEP(K=Mp@y6&p}rCkd74A?cS zIKy8#E;**#CjpaWNoIomK;41Sas#!R9?Z#wXQlCDdAJw)Rh+MsHUll7+FoE-PpLU21sq5TWbc-Z)d5g*Ofew|Ra zxWPkb&U6<)BidN<3TFmU?8L^CLJ#?`X~Hl|5x22RAmae(3JCJ9L;3+XwSxp{@Tr%mBO#i8 z)BP1E#nuAXvEEtBqC+)5(E)n6Y|B8Kud2d8m+*mDG6NvPV>Bvq1xBTNMXli}kE&63 zn`yD8Ca8|@Oe4LRbVd8ynBe!g?wc3I!3OFDUtff6y~GCJT1u5XkRs45Nbu{Ar<_gV zr!p61uLLarMp>Hy-Lgsh0l-BXK<>V)0LVBiZ8}N>;CX_W?v~@mB!>4!ODBcM4=Anx zEU$pkWXz`<;fV1CL0%5+lv=gR2-^Cb5{jn6G5*AAk68%0elSj8B zN1OQhP?ra<`kHvO42Ym`*vrX5b-*92G;3~$4k8wa2Yqx8t7bAeK*bbU_?7D==8894%|}^t0WJc&c{qlyWT0L0466*td#$hPL7fMpSDd|466u$-x6a z`ujq~!eSEBV0II0+GSfd4OgJzdO&@^WLVEaK;ZiG_EmZkACJQHeu-DPB;ut1<>CXC z+&N?3pPpz+(<$I{{qbkM*?=b$9k#<7puvm;0;I*ut!8s6q=B72dwJ<%Z@}g(*!gT< z2syK&Uf-XEcL=laq12U5Ip_X#U1AE#Zy_)yFFNB2V1?S_trE&%h{&g}Ab?H`y7n#m z@@`QO=90^BzMV5Q48tDW62;Q)8)56fMCqdy;{q@gC8UekO)AFn_T!xkeSy2XX|72P z?L2N8!kb0f+#9G+fQ!npY}WaW%hqDGfo{b26ba7ACl`>X8;sfMS~Wx(ini`&{9SlG z6Yl}gf~&nh+O=XifYVsWu)nM5!qKbGNpcof-}P<-h>%VQ_;4@4jC)?Lrr|_$#L>$n zJ)8*<*}Y~i>+?}Z1IR6$%>F!or~G~=rYs-ppdkW4R!-sNCqXGYvlr>=asJ+~v6pkr znEFBm%E$eQ+N9An0Gc#3iY}%nL?mdcB1zQVVx`h0ou7UFeV@XeQ6P>C*eb}3K_P|hXfju&{sM>CNN3Mj5@%3${0`1GGicG*L8$+Pzb8hHq z8HRj?59zaJQc7RoHHP2<4Akc&B)ngB*r)dvhLRm)EniK~lS_%GU#;rsFtcp_y!dIk zmR#L3it-VU>pDD`R#8L0H9H;W)ZZEO0y=Tpe`?Uhx>~;m3bTK2VH&7H6^y-!&OpL5 zx8`DQ8K-1!a8vY>vuF)vJ$b@f#)opB)y5J<80oBZ5l`r&#i71pgey}&AA9emuNbVK zlA^X{yUv*2f;a2)Fb+J^5IYJRGOwW)JYQUDCxJDGUg~*3D5d{6thq=6gn{lA9iynGH47Y z`3$-)!6Hjc{J_8*=iWjh#ql?E4x1?7$zi#v4)E!X|>imrD;}1z> z=O^fgWFd!kOUJR{Ue`pOT4fy9#@z6qeT5U{*;QIqTRat^2Eu!xD2REoWqDUpHG=W!p({M&fXk@ZWkieNFNpWU`aETWIC!uYcCiD&M=P!tLjbH6E*n=%*`SO8 zIn-H{OUb?YMe`uZHYH^}bbj1QBYUHyiDDzuBKHlb5t-Vc{^>kercT}E6jv9@!M1Decri4ePl$>E;uImE91VAIPhDjOn{Yp1n5Ra z0Bi?UJV9e*Lxm*Pwc5K1+;Z&Vwae2bVudvg*Ithrk>{)M-eOs)9XA;4^b^Vu4Da%B z)HKVG4Mbw6sx7(BPZ)W4W?mY{(+!p93V8G~q2HmVDD?* zSWd4P?@xtQDRHZch$B4VXBkvWC|H{)3xGv<3!{3uU-{2d#x{MocVoadMvZC0aQCF~ zg1FXcs-FL^=lb}FY0>mhY*5jiv!1*t(#*`tG+xo;KLvLq$+f-T}5yG(zKaegZZ(VGlKQJDc;X5 z`*-5UR@&*{=zPNqsARbQuB?cZj^kOlHT!I0p(9U(r{#(YshGbM>{MSrID-eVQ6G8Y zr9*v+?+ssw+l4L2)}(&iprAwS>!G|gIv{h+E+OFaltDT~(ENw-u6CR=pQf+ND2LO6 z26j}2Y)T85ao(N6?{YzVp3y5aqo#g0Whi{zTspNtw#C$QI(a%a=u(0Kg{DYehj7(U z3dLq06y~Mz`=ONvsevzNFYpBOpI?LV)HjTcFJ99FJLi*iPj`_T$6`1r$7-_8d=@-= zSyCHt1Dezu{`IWBj6XwMDSf;86eIJ4<4YxsnqU!p{v>Qz24~|2&=0BFyRP6TpDhl3 zqa6%wp`o>N*6R2*!Lc5dJX+>0pOG9)BM3ATgQQqK7iY7|xDsL^Bv@+_(Z{c%P`rOt z#MnDI^G0V(`QF|bhF*7|yFz_9_lIfgjY9_t(cTlLo6FRUP>TXhZZfas%MUeH+u^01M)2=$TvWJ% zkx%6%5yC^S2W9X%S0Kp*9zS;9^Qlig;Xcnbkkhr<)_l2&jWIb^cTV&gK}o9ZzH^Hw z{F`C(2Ro4=Ybzvx({yoN_bpm=C;&SEQ_nuTR>tQj&bX3OdFQ@1Z>SaqnsOdUJEXHrk!lp`>2q`*$G@0G1!EgXZb}L9l+CS z$rqvlTByEvI^YVfQ}tBa{_5)9uv*B+n}f!#d&sM_eLv^(@1^wZQ&=b%oAQHCDyeOD zW^TXsAfOgPalLW_#J;eq=>57qV>K?zd1+La9#NGL(d~hmOc4V9Q(PM}6^m`$pu8$N zgA8Eu7b23Alb#SsN)sgEq6%`Q*Ugmg4jn8S}=fd>-eAk)mtL_uTBm!fV z`~{_S;hL+qa|{otc4ZyNr_KyIG{P2%4^w!wu*XP=QH2i+ElstkFfw5D;*O0dq@mWC znw;@!XzZzUmEerC*IUzMs`nUoSqu?T;dkl3wBK4wwv=uZNR5vOxop7EwX+Gs9m{gM z59rqjcU!=AW&>QhzCN$@N(_ydjR-3U9Y}C@>5S8>u`CjBt-k5x>NIG}f{8Ora0MRf zEbF8m6rv~GZN_9RV3`a;hlJ5osueSqlnulTVdg$NI#)`d%AjbTJ|4tx`-Jtqt)R}} zNH%W&4%jqw`6zIlS;ymCdoj`8q?gJSDBD-Nt9c-7R8y>UW6jCBYxwWZ46L228K%@VHe9YZB-Lz@R@jP`ZnC8d>+{X&oJtUC!W> z;6>!rjexd!<&fp-EW2%Ub$54QoMEGFk~%OsHD4io8=17&-#i*{**M&v!lPMC`9kRa zTJOFnikh&Bf~7mNn|D9w&V*t5i_Q6i!Zy=?$AjP(0iMI>ujH2UUMgYLBw-C=Jp96D zVLMw_$~`($TIqP9FV|;$33V}%kJz$#owuryQc3PlN0Rq4W#T8INM^aD#uw;mfR;aO zfvvNJsa6EThit|mYB*@xET>SM3+J&r`~599Hm-UAN*Dp(LdSD`0du8p%h4DCZ~k%NV4J6ACH>T}EJ{CE=naiCX(|t&y53nswH9HdL;JEeT!`?r%?WzkJsa%O& zVaA$(r6WDk<>$uu{?vTixI0=={m51^%iBhlYVO2Vd4Vw)8+0}~^g0%cfY+5>OyiBB zR!V`Gc2!w3=nid?0jmhpv8LJqAy=#}NA_c$B?V zmG9cFtL7T1!-J%}8vJNaRgX2)(@Enx!r^GGq)}XjtfT3BNkpj4Xr=ZT!g8c+mgX&zL|xxXsjbbo~BED2HwVcgO&dKm_t+dvQ;;Y?`v)sX@hc<@_C}* zt-4R9J96F_TZkwbby-+VYBefgY4lyf;Gup#GDwpZ&|vQnu2TGfY<>ju z322gjpXflZNNpeVtZ{he<3%!}=?7o&oPB9LttvZx)r>ZdxE@W|w=g?B3tL%A~0?P^xs_&e4o#rqJY25wk?(UQ`ErKpRaw66f zLgsAFo@$Cus1zCt9&8_q>TG6SXZ&oh0x4G1_=ogJr7Zc6d zxN23y^^8R>T$P6Lm3$A1Sx#O~(A0ODhs(b{#Gfh%_?MHCvst-nG-13cU-(Abq=%wu z^?Icnm!ql240*5)&=!hR;rAGoaz<*^oK4p1-|;>W~dpR{tBT5H+EK?!S}f* zP~Y6i>7dy3gJ!RP9~?~sU6S8oVYHO$Lrrr&=69!OuvB>MvYBc1&+ef@!kjwWH##!T z1p41bid;mvP_ci`yPA1hd+Swk!LnE^_U>ouHFfRYEm8lZP2uMPFwfl4me9pYuIbHE zes(^i=`>tCQ3v6lal`Kc^#%q9a>56kGJyzC+%4A(bwDr@c|sf8DbYeuPlsCiI+ zqQ=WBoPv9I3+V>}Fwl#UaSRqgKJ5w7p|<``HzxydzG zFEFL^%MJVtU`y5N*+|rb>er5?Q05EZ<*D1JC7$9U_Ke~Iw|*tpU&Z1pmK5uN+QWhE z`vh;J<^p3(c=KCZd3!N`H_|oi+)u(t*P()7yhCYBJd{H;Qs40rTK%-aH%$aAP2vUZ zW;QOLj5BCno4=v`^|YOnMT~*Bg+e!LOsR#MyF4~KDXlEwnF4BLXmVe?l>rhWlrC1# z?AxbvgX_KWR8 zg{v*^OhImeeB5Y$m7VRocwU|yoj`qq8WEV8tB-#E+7@rnfpSzz8Z_PS zJmG;JdAfXFg2~A>9oH1o;ru6(_~Q6@Iz3rg08Xd8s3?wLk-PI2vJ+dnCKQr;YVgb= zcB#$iQj-h_+d4hH!z=cmX`8uiF#sGpv6aR(p0tLTqlRCYE7j~|a;25wosBlk z`M1AUGP%|R;HvgN4#HA>@X-{|yXiY(J}VHp+nf&?fevn96l%fO{djleg3JLv_ti~C zkdhqNA8dqPzU!;6r{eg%CKh-_gmlvuPziJ$_7rG5Z|T9orob`m(oby4~Me>mt7tNX)U$JvCs`W^kr>^%=G> z?}ysl*htEB-Qajt{$I=QzgFTYsV@THrkv^5|J>(){_LOe`Ir>2T%XxbxeosiU+~v= z=`jFrI*&2o{y*L$$M6CNGTE=cDWdq#Uhvl!{E-O2$o$d-Oy^mtl>Ptz7yr7h4^0?) zD7p+mY1lIV9+3auVt`MdKL(x*X0<~9$9v8cz6f|U5jg3v{vS8s_f1O6AwC#}Pn!k# zwv@j!V#W=W`DT-!Fpcazow=Jv0#%%C!_}y+LTuc^^ec` zE072Uai@JvDeJhBn%Uvy8hQ)QiYQOksv5x0utrKFrfZ=@y_>kbfI|3DdYFW{>lUy% zQ(ijniWKjsgf#Sk0e3A?ee;rUXujFrMuu&H5c}CBUM;dy9;*NGx;{`mj#k?+%UMR^ zh<2f)_MYU+n?*|Q8Z{P~`i7oLLuDa?2QqvXmF`Jtva{Qg@}?!fZg&^GF-@k+cSYym zy@C?mJa-{PT@U-GuriI${Jy&|&VoL-`$7dcUElsc;=U@Xj%ABBAwhz>JHg%EEl41^ zOK=Gg2n2WAu#p6UyE_C3?!n#N-QE2)C+A!{x%d6NG2S0zk4^9D?y6OD%{AvLyiwJ$ zzJ^g?0$Q5*t!y1m$DUhXTOAP=Zz5qc{u|%(*Cd&H{q%&q9~{Hz%YTT zTB-178&GEMAnaZ3{0KA)YAArImuRK)YUT8YOV?U+UU^OIwcK%`J=8I~=iztA|Cl?! z2IxIQ+f2NGXsER4;}nHz_Nflakz<^ANDUGo?ncVbu2$U;FNk`*I2Q5e2epEr4?nkW z!_{1I@*v629ePK9H%Wj#N zfpR9KWWDN!K#zg}m~%D5$uxK)6AV?Z6+7-DZ5#PaQ%r-ww2<_Bd;;UG>2{2wc%GJa z4Tg&2(;zzh$8x6*$L>fD#7{zX)Y=(9%vy0t~?^zl$Q9d_4#Dzlh)EG2>qkYp@ z99gTaf$Zr@CTV}T75wEH1}q#xHF8$_fv@?SeyT?opSy2Pg@MpNeaC>Nv2945WgqF^ zc8;)pzTz`P`|C~r`)Zzm176WW-wv6_{ekG(+FJUp5?PTzB?p22cF2{myc0m!>MBku zvBIW}?=0`9`AL&U?gYx~VuJmQ425VpP_h}5@I!Q(H!a2(h%AyJa)7Zv+2OJRYXyc3t31z3t9Bh1Gu#J=Yd*HEp-WvgfpG9H)dx8fPmEyD^=8>y@wN?;RX!eo!l zytZ#u$4h`2l+?^dgyLV?F8ZUqYbXmYOiy4j&85#V0mwV-N_vDZlM+DjTGyEkXnHe_Ej}j^8UJp zNsF8kGNaD{nyFo>ks&F|r!zD3?2eU5-=&T8wt`OvM>h7h#Jk%Rou)EmU!s&iL105$ z@&T?^?X+hHHNB9vBBBag3(Il{3xs$fMT=PmfWsBzqRvr`GlXa>&{0t4=cJ%XbGuX+ z!Y7d|WRKASbhjE#9iEbyI*8GLn+%6fl!aHXUoA$*@-xa=!>*8JR3JY;pDCgSLXBk4 zZu^I8%uxK}c1QE|i`7aPXg|n&+r7a=ynzKy0=~WWM(hUzy=_lI{$pr~rqV(Q>(oD@ zh^Nb(abXe;1Q8N>atb=6&ii&@x29x5?3qF6m|~04qkF%{MrwVb@UY_8vofOMEWkRt zJseRt)mB9)5Wgsd>$^@wDRUV+)ixDMumo45{kfHRVZ^ms0@+#d_aVdu2qBG7fx3C` z^zV)yoDPBlkNO++m|V95a6c4Xq-geeJQz5?oJ(AHS{r{uor;kF)FaN@Q&Qa8>AVP! z6Ooc#hF<*2UAD!s%y~ABy6O6KVm`Kl9Vfa>mitFNLz_ITglZ`tBVp124 zqeMN-xS$p;B6Jjdt4TXC$8f#&;1rho@f%LZavK&9i{NMg$%QqLeQ-T>P&LbDtmD-6Nx53iDNEc`K=J$@&6@Zvo>js`}I zc%HZQ+?f&$hR~N3*kT4)s`ZW&`t&v_r|&OrnmlUED(k70A5TRPb@e{zmaUf_SYz`y zBPBG|goQtv(tRT3P$0WogJeBKKG6AvcEnbIdo8 zdgU4?hl2?IDKW6_o!FNe{QNKb@wg4{(hImw<#lo7nRm7NK6<*1k*`^REvJAixCtoF z_=$HcHDz-u&~)lkHHCS+t)d^$;{joj+-}N{W!f;yYNBdcBiqoZo!(yK%j#-YD$D1n z%Ej_hz|3A`14rzIE*b%&#R_+D?A(!$JnoloXEbRWB-~o_p)Pp|#LZ5xa)jT`wdVx@ zbkb@!o*o#y+z;A#+lqp|6gWX2PfSBWh_+eybA9V%*GKE~gqA5|Y4tX(yz^?>fb|ep zPw)O!YMvT$%m?_vx59VcdaR}TzNH*>=B~Nrv=j)(omh)mE53@x#@R^cl9zR%=ab^* zkx$6`Vv*0h@&}cbk{v5#b*riP>d3fT9{~aAGkqd*l78ZFvF(>-&qI#3ywjT4$~i7M z1Iz}h(oY+U+US_UJuDrmT7C;F6(YXK?0{Yfn~NOwn7W<)5E#Kh%1G(X=$e-4QvT5B zh;TjEcWtdwzi zs8lJI$7yI*Or?FtbQj;=E%}RA1|;JUh9G*AH1J1(VS;v3{5pezm9t)AN_VqXA@h&Z83z8F1N1a9=Rr%{#tUf}L(( z`JQfa|EWYz!Ymb6h5~AJwWRp{sr4#p$zq`;6+H~iQ$2{n#1ve6o!yV#=2^RoD{wvI zR9xE_h1C`ang88Z_k~-9Ai|>~MUE`;;=k9M&QKTWrYa}Zl{_D+g?==(;zUMwtk~x{ zz={#LmcF5r867*X3!Rkw9X__^e|jE#CJX~|Txa7hZRD9t!`^5X)fEYzE(-a^^M&s~ z{?d90SW3#!3uEQ-m>fc>CHe6_S1Y?1k+})}y!y?Cx?4^;T~CH ztvFmC`Cb53q}4dvn5T*g$9^@Gyd!x4-+HK&O!3OuV#hPj-Uukgym*gQMiTZ`w}AW5 zOkhq>))lXgmVkS=$HulmIBT%}5Ij1^yQ01Kgv~fh=C#`kv&mjotrXA748yl z)0Qe!URJ%WSrIJm5@PA8VjT27=ZV_<9`~%!{iOI=GwUTt7m+<9xymf|X4`(05_&!p zQ}p%Bq|fGO>fQkLIXlj1>kIf5vY$TRJ&u(@SOTM)B~gvewyc%GK3CQR+D9En&+gn< z&@L-JvBRyjLX3}qzkr9GvAH+%#pgNbQ|pW`9o){Mu4TeDU0kIZmGWIB+)gP_wru5j z?{02268YQ*(mm`be;-F+zdhZ0;O+9%LFmv1R_bgd+1}7hzg4=!r%>gU^*%v>khe%1 z3G%%kIwj=H^EF%uYq^%u+!-qj7K+|j zCx(*Ga9JMI;Rm^&#lASkHw>8T{r#g@?qq4gUto#q$Dc{%@xVKu!k#?fc|x;)e=mpa zb2m0l*!Fm}uIW@=m-_u(c%v^R8AnUK+sNDJrWwDVCRN{_`8x5!PY%x$5ew?6G5R>6 zR2C;-_#Ej&n`53WM{10$B+T>Hrdz=w42W9{-*6yo*t}_O(F@HI|L|&sx5~C-jl|<$ zc=V%l#g$`1LKrwj!_Eh`!bJ<+gSB59n7qYl6pq?Q^5SQ5VJv&<7|*j5!}b?*RvN4( z`wl?1j5q1>oQ~S^lkYbl*tFl$eK8s0gmY};x6(nzC}4++Zf^me-{I~U6zxVx%+1|H zbV=#MD#7RKj9v}}1!Tqxw`(bzv%^(t0%c&cDqm51i}ZEp7JMu2c1p~+==F>UV`jcs zIAJ!4$+~4cJ%(ciKQiD-3hudHbt1R~$*37<-&%S=2y>?NvsFc7U-%A5uh=`M&Q@Vb zLuR4#;6BhMm>KW)vA5a*;00#i?;##&Lx=jl;NfQxgGJcA!9-2{`HkeEx+u+XIE&&n zmi~386tG({Z&nDIr;Rys;K@u*p|*kJwt#vl8L606M_f!vCnxl1sck2_xvE=t(R&as z0PaN%q@P2{)+nB3w4?bBW!IpYlmr1Kg)EsN>?3=5dA`Zs7YD`C<)=a762Br8vR{S)d-Z|?vIivSTp`Mr^+-j4Mk6&SXtglI$N{#U5edB@{pcHQEXZ|bPJkgva$~6 zLw_)uS?EW4e-fG17s)5ApMFTxdl{)WFl7)%O4#oRrChe4@d)JNe)w^rLxS5 z+tx+Z)Q`cmdh+BV5Gq}LBdd#MrOnp1Aiep3q?rY8M=aT&;FA8IHJ%J=m)p()zYQ7Q zJPc2n@{7BVmvT;)Js-Q)0dC5Ol%5PvzL9Slk-q#D?7P%_2#X5XL;7TjB$K1+8Wnzm z@SJ~cz<-iWPkCZ);M1M6ZK1pu-kN)mySjA|C5d_8J=6c$BCa3!LM1F)7)%SWN0SW= z;*n7>Hb)h_s!R^<{DaN=+ZD$Qft~E!>BxB-p!z}~37x;g%~aG9>{QE`!=cm0-fNP_z;dfW~$8|Yg0iZ1?6#DnW`!g}7Ljxji9NOi7 z8P2bZO}z#lG6e_WztOP&`98kO0+gPy+#L9~nc<&AiGCyyv=XMAkbisge-6Ew1$c7N z+_sGW`4j*0u2Q}JUq7fK55i34uAyZ)%FOKDj}H+Sn37D*fR4k`+`nRnXN(31e~iV* zWS9OxZFd8gE8mFg!8EMBbIP!@=VpC3Pbl)ET9tqW}Zqmbh{PeXg6hg>ifQCQB4>?hUmAIH>%fC59hzTzpqJyIZ|C7 zR*13auK+fw(+gVcjBSz{GROQ$B#5 z-wBn!W~p+)Gv6zV^}<=o0$LIZU#Hu-oTz>fRs+n5%KOpT_tmH=;mhR)7WIY>>x9L& zR2+Xz_kT>*KQ8pH2pC*JRJnCZ-wg6-w?Y7PUG+*B1#Wd6Rc7s`r*>D%Lq=RzH|w_+ z*b}AnN%sRY^z;B(hSu>bw>|y{@2;(~^VUP4LkDky#rH!q3M0GJ!}|jej4BzhkBCy1 ze>|F`D?jD@MOkGw!67*aRb4P}0V)d0N1Eb-@)x z^IHcg%X<1W9UY=qhYt>hHt@cG^2CMDVqm6w7wURwCm|h=xJbl2@Ni%k!}{~Z_(%$G zg{??A41xz&G__8hc^z_8V5I3M+WH#0SM@T4d&>ttuDm}wwm)H^pe3jqau#LXyBLaj zu@Tx72e+1Bj@5Xkg;TC5!e%lbEDS?F(RNsrkm;)@rB*h$5lRjix{(!^A48Xq+Wva_ z|Nc(SrJuNE+=G0bLUt09-t4egc9v&^#nNVQXVuB7RQ^-N03}zQ7&y71!@esEq<~JR zgaQUWa+JQsKVKJpU3-H>&i!Pxa<2RL*1$G^pJoi%`Y+o|C)zCksa1t z@c2^CBSqC-_ORF*`_!l8tjU-~h#{s$pGip1;O$uMlv_xwp#W{2LhcJdEB8!~5yPH` zUy&6y%cI+f<<5!kMS3PIF|9?Xvc-Bv(&Tqzd5hsi-dt~XRuPnyl8#LB(yLvAJ4@(ecuTizjbN$720=C?p$MngRmy7<>W+u*u z@iJS+%BhBy$tqV+lhg5MuzWsj?CUmsE8zGIaZ6@F zt#Sf%I5wkE##%GKr5n||&edp&h7McvV>Xq!+;-zIUSn-M-h)0C*$>F2nXEnF2P7

*6OQsaZ{}Qp4bAa%$ zGqzUq+WYI^^&8fxrh9GzS^+r*NpZiE_VTWjgKh8Sd$;e0Z=j+-&>(KLd%qw&ZcA-k zxZ22JD}4Cjq*_f4dc0L6lxVUNsPmZbd&g$Ihf5?cV zev#(f)YcmykLkZEtt}wY$B`obR63u*N$cvN{^l{U@fpFS9v8GYU}QMcbHze#DSKbe z4ywAS#N%JnsK2sjyjwgpW%}GJ0fR$NccVZ;66zPwEyjAd%mbG|E zT3a}a%3#8ElVc#ZoP)6GF50TnGvgim#2})mav`RuDJJwnHu1x#&g4<|WIMTjTZ>KD zk>un>aqJH^%$(l18XI%uCKneNKx)!LA2U;5ivUxM}l0jNkruEsz&qF=O~-w z2`6TwAW~5=y#asCHpW!ldS61UYcJFnG8t3YtF%oueusG2h!X-3+fK$3KiGO3(%-&3 zPIr?(MEPp6=mZ0&{C>3_O0hfs73R0ABw;5#f)9Ol~H9-v4p@;2_9sTDx-)OA9+)aqDi$4`>E zd&g;}rp!=&->aUEHIuu$g*t7fPs-0O2>P2NP_w|&m*OvvCr2HeK8t*t4!?8%HdRlB zze#q=WYTzD_1e1Q{QKMgGK*uM3jVses?STQwhtUazvhgu4u6dvCtPHrl+Di*SnH=X zHW2~GFDy1rs%svde?>9&y;>(CU#V-|0EeooAwTxl27FZRwY@_+)ws!OQT2?c8}Daq z2;DjKr6fEOdY|^ZgfXan`VrHt2&TRf`q%(vKJ@e_@>WJ$bDr9lM9qgPXffmzw}xkf z^0hyS8#PmOlS6(Bwo(p(e-p|9|Lr1=`Gd%YQ28r2Jgoh zqb0w^J-3QS(TfzmizY`{+RPGZI*$1guW;?~4c~5b@1Xpvvl)7!M0PHgASD#Qf2MRM z3)gEFiFkOd8~g47Ql#2R3^d)7&HIr2qc!L8tQ50#Jc;cEj<` ziu4@@ic-HsQ0-uIRWWvtR7Mv^ht8S7$m4OOZIilr_Z+kZTs*(U!A<>>k?Qmm6>?Bh zRS~O67<}8Khiqs3V2_sU#8e+18N^Ug1NetiuDaOR2z{5DKRc_aLMp5N)t=c8n`J*h z4R5`@w+BLwAq|^>k_?7uuJZJY~4wOwef`q-BfNm0+?;V7aj`Isld3cG04LPUF z^4D(nh7!ZfDz8?w*zB5nw$r$<;%LuH(u>}H3LW#XPsCisY>SSYFL@`VS$O_)eWmsy z{o6qPc89q3qB=%6nkSB)m@L6gATWT|KjfD3nl*1P4p+TnQqEd7T@_2sH`!%siU1}3 z$jxq5LT0;WJBL}{hs5jIGE@;&c4hyh+w-&LArFD8wcXt-`^j?_Qv+l@NNqyt-|=-+ zAC-W)wupXFyO8_*lO%MSlBMbE*H}vlzT2R;3|`r4#ugLqC1hT*KP>nw-_S z(AxgK2|MdgwjqygVBp@oI$r%*s4sl~PXb$cEiAEi3uY^Ew_&d^!Xxt3*TYGL*ZYs!<9-wD!N~T)qZd}FjUQ0$M;)q zq&i2!7#SI_2E|a2@Mmn8EY6OYzppSh=Q{ImhKpnr)w&yy;34pJ(o%N*JuT4ouTA6A zJu>C>8RP;lU%VATbPW5U5NQ5t>!)d)NWdU+p2lh@9UA;x{_?EtQv=`9K|b59hOCG{ zRYgHS#LuF*%2I@d-6!$4AQiLriT@e^jy%4Kly2i zeXs3W-hE;2g<&M(Q^C{?xNJEK3TO)>)ooX`h%zN``9bia4q zp~7ws)TeyE5B$G`58Ey?VK8fCBKS)Oq>^&U&mSeg)0-R59i(te^?)*ok=>Gon}Fho zMWaWJFYcFa;}Q71;2VlaVc1Uo`KY07cw~~h^RxKf1hYY5`pBN{UD$UNV?2JQ72yFW5UINFYNJ??pr+5glqOZ#8;@TVV~(gBwFeD^f*|M<=rQG_doQmayi0is<~hR~6^j3&Hu#S}z2={&tfWMQ|M49mcR-k;mm-lc`TLdpD<}Jm z1rP#`b{ubhyV`$!=l}AM@{?ws{iOx?6&wG5J+S652tfS3lpC>pmBRh`!}$is`WBVw zrs@C)#=$E?Gi(f=U_f$Xxx~{h4am;i3uKA{uL_V+bA7ZaTCcmbGflR3N7mzXz?$Tu zbav*@Y22v6~Sj( z>o)^<)$dV5`Kvp#r0Sd4r5H|~#HHK%i%x`3eRS-M*doav~+fZn80)*zYMy*jTll>fv>xtBoRzI#tE^bB?^M93ZXqyy#YggZX+f z`VUovoRlimh64xDRVL`%Z!B%E(e)3P?ZrCQVz|SlU;U`j@dZc%0D=1yltXN5xZK$a zK;MQN3u#>-Z{w$D-@HiD$$C6I$QLtFC3y%PUfGP)sE&W%ol;d<;=$+{ZD zK5*kyB`3zAr*qMW>z=n9!_l$w``xO%>V~gmF7umEo;F$ND~CK^0#0MB-BKoUHmek6 z5B|=Vl7cPSN%POfX-+d?0jL z#9a0=R`SW>7-4aEGf3x`lOU2`{+H}zbP+%l5|0AOBa4(ev|bWqfd!Ee8r&}RH8hB( zkNvE?CXXE*SC_%6n%^o9eF?j|Mx=!6wHZVe^ATH3C1g5PH&p?BQ>oeRhB(4fYV@jq zw?dQ)10b+b?PpVeP$2DS+=8}hd@fC%c`KANx_aJj%Y|hw5JujaBf#G@?yPsB{kN#; z9sC5*7l0{ZA(jdt5l{pjv`0V9<()kL8VTgjC@X(|D7UL|2QHo-rX>_Z7@cVf%pY^E zTrU8SB2(^7KmD0NR&s=$pm0Bi>(Wb-pLy$*4fWarzQLiVw8%q!2US;ZLrM8~ zwgjDn0PgpS{O8WQXdk!4j@5sdt$EGj@)&eJ*q7fQ*6R3*mq3%T>jaw9t|H?kAt~Ul zcSG|t)u$ju6l3Whotc%h@REYCmaYGpk^@ZQ@x>HzUg)`ArhaE5n@m8C!nH%_&*->sa*vTnfyvaAiAjay*J+8QnUJ|GFPy)YnrdeAj6typj2MS44M^NM^R zUOa?O0Oi=4DMz-9xf4dXPUv(i8B^-l^PX&@h2h!l+)Xnn0To(GH2Y1mP=E&v!g|1t z@5JJ@{bLj|mgnRBZRnS;S)HS+3~DZfrLA+r-pC|-5urg-YWaE?{dZWx^;6kJpw@0y zZt;D<0dqF&Zvvr6t?A(DVICv!^TaEM^G{A|ek37ih2Z3Hq4T0dJtQZ&C!%@n# z*-ooTg)WrwF0kiwj0ZzcJxJrYQCAvlG7mOPM?3i%W9n6L53IO8T+hq`yjn;5D3fJy z8Jz)|u}P(SNTX|MsAE@iB>2})!S0MPdgHtfhGa+rQF`L+9 zB%)ws?>=HShPE{e^$maE1DyN0DtuX2_;04zP6j|A-Ei&Hn*jA32}tdvb+c(P-`km* zH*m>4Ml9tx8|m;puAhE>0dn%6p5VG3{Vx}230F<@@m$j2#73rVX$3uTug4yx1*hC{ zJhrg)rZ#N0bJ&##aPRcl_72o>|1(=_g_3)q#C)}BM;Mkkz@Q|*a0VeX_UVxKMiD2Y zPK$TBXjqu*#+AdQK}&l=?4KM0^Mio&2VL~A)346htWA4x{`v4C?gc0|WhZuOOQYfl z#JW)M9%MkqK9Amp{(FFD0)W^cug@P-N9VvU z;1lF~yKcmwnw4~WFxBG-knoDTH$>|KJl4h=)=|+r`h@j6PtSE?`f}uni-I!5^Mjp$ z;}`eHI7RIsZsw7Lbi}(ln*eF{^+COSrxsZh5aSJTY3?f}?gSvqpSqNRLRExKrDqz* zCb|d6+)!`f(RAb(qelJR|1belU6)&1vNQ_3t0yjuec$v+#qUS%F6(NasDrI+9VRYa zEOH2%r?KIU^eM5xwafEl#^Vv8JaG(``hPHnu+AJM31xA#i8 zamzi0cfo`4x!}FtwIx%m&(+BRG}JNBK-E+3Z%{PX<7xA=>0t%nE+))WMq_1z1z@(Z zBN%Juw8WG0zRoDYHI0M5p*jZSW>5Y*qX6c_k`I>n8(t3OB3VL@70%4!4oh!4-OIi| zhj3R}hdL%7Bv>mDNwK!xy8ND_-2329t?=e8=R_n5*xBP&S9Hr>C`FBoqz58uuGaBm z%h~dCt|Lnd%nwu^!o((Rli9=z(VBZzBB4&B>Yx~zmFpVx$Z)mIXwOF`P|04<%HZE$ z@C60{wDoK%C7#3HQGT@10w9BmE}5>)v&P4EE;8M3&ZR~&QnYPBO?E@+rDS4Bb~2T# zoqA*Hoa#nqixD!;k289f3x|d9ilmtWBZ4^AO zu1bQ-rVnrLE^l8ookuFF}BJODBP7287QdP$djWg^~sEb6weOpQ9?{ma6?>ZC3fn}S?Qr_AI+dJZDeU~ zTsg70Ir`yz>k3c-8JSF$hOCwq+{*3>zv@lA?0Tr&V-i?Oria0=m$*@24zgb2KXGq$ z)D!n1ozdP1%)<&r{gGY|r(7@|gZ4ms-Y4fbQuJO4E9u#|u=1iTng9qOo5ZaW&dUxqv0pFa3Ut);T%wdX6?u8_xo3`UrN z^P<8w7Iy#_5-?3mN>rBq7)Tb~7N69mwfSao@a@QKbWVy!#eTW$T80={i6Q-?e}@J6 zQ~*Q|_TqbTtqA2z3~VjVDrx$SqoXG%i@m+P1pI54r^da3T--fOdpJaVQ|%ZQDzFz0f^^86_@@Z3Xlzq zLl{80n0Wy%OIXkn4~JCX+U|z&`<}XI%)G#{L&EXS$pHKYn0#*MELCZGo*^${L5w?h z<*qK8ZLSqGkeZyo7dC%geqb9Sk;OcH}X};>|H?POyo#&|{$s`@j z0i3=W`i_^Hi3Hh36N`kyjgPbK-$AgJvX}53Jn5p+Sn5)k!qNr=X@%8PI`5$5d?-?@StzU#dx&n#lZ+_|5KIZ_G z(%cB}m32{ngPH!ip)o=r$XA%sO`-kw3!&%wKBb;ZsV5QtYvdPzHKT;zuqFAwjtH2d z1W)E3Xy~Yz|0Q#%kOW4)j{|oBV7k8tw?8kxlM0{}9Auh8fF_hs2D34xkf zue?hdP_S{TrXhaueJ?}o&YrYxMpL1{2QBymjs@>WsFvs3pn$+)vBhn`^n+U@*=oQ6rSY)oQ zC)&@Rd<3eVP97ssH0;w&;n2y4`~HrVuMHQ6`)HDORRyMWQ(B|>PAlezCzXN*tP-D+ zcUcBegEB-w7$9yGQd#MEPjNB$%m#@Zkk2o)34F7fIjh0PC=l0HoWH);Dflvt^Xqjq zzkMQS(T=CtAa}}uRuG~nOGQ63G8j}`;_SGAY~|&g4#veIqDp|9HJixQa)KKIcR;d+#3li0hY9&Yt`9?o~Iw|6!$ z9WgV~JyM}85)?NH*YgVm(z|ca)`i<_47P(4fCN-D54nV*zX~qq^k}BOfV14SqHG`V zaLE#3dg(p(bp%*VTBs1cP3iq*EVkVERHdrJ#QUd-E!XsEnN540+ED|JJ4>G{-gqv9 z>oH`b4fLPmQY8NRi$r-%%f1aApnYY!rNXbPX$-|(eGE^g9Bc0UTI@DQ%fk>(iI*$0 zqTA}nQg)#s-GA!!`_wVi4t<=gyb161!dY%90DaJ|H7nHdgtJOz)t`5nOS`DvrO{n`nWwfk$eNSdD-cfVNdP}6F3NWb5YfUQ-V=}RI;;4US^u&JbWFZ!a#DmHgZ2i7EI2y)qV?ul ze}A+4YA5gv7e_)yw5FDWOaKs7-$;zyFe-jG)H{Zk1;#pW@?;UsM{w1;>6;8_jGheq zv)6_#T*=B_dp%1X2vyfSuA<;f+UmOza1^qHxBH*bV@w_x*7>J7=W+C0Tj0q$9V1Bz zGLk3be|nX$VEv5K6fzmt73Ufl*8p`Jk>}Ohs|KvJL!R__oM$+?R7evt zZ5C9}+!Oc~HfDe7IV3pIN`Mo`V`Q{@yaw<>J=ATKk23y>ui%~f;23bZFYXfGZxF5J zh+SS3b2&3WPmaPJ+sh-d!6=ilN&<~)j8=|pj5~XxnVo;hWS(R_fI-a16-bi6kr2bS z*8sm(q-}V-4{y7lP0uSI{&=tMyyg1KM@DmviHZAB*oi<^)I#E#JX$+x&FM;)lMUX% zD;Ju!Lx4vYjOMv6?ciQe3pl6vwWGEiQt<8?LMuKx61*w+{tf&)aS%-+!2(y`a{@rz zy{t4n!atso0ai9?o0jq}cm;WNvH62${NCC&7S;aK(AC(;-HvBRwN{?@);V5($Bdi3RW{?LOQf|wNAFl7TF zNQ$o6do^yvRDHYutR6h*8Hc~++QbXE%DZ|wmxj9Ow#zf>-?~A87kTONEK@n3HKp{n z7yFuDSvZ`>WTP0z((T7o7_RK3Hyi5Ae_Rg6q#RrmDs(^kh{bv3L}N=of3^2$vCPBB zS^HRcUthldN&Q4`OHFg?OM;dT(`p%-NMQhGR>T-(?_p4(N+JktH(n|$=sOR^zT5a>oCQZOz9=aQ$) z(ng7;e^RFY`n8(X^CAvF=)%XWZb8Odg=`>^53|Z1X18X3?quoC_i#8^=3NLQZ4wIa z1*6v93)(gJSJbDGzWJsGr<(VyqiHQLkf%<{DyXCc3mrQ%RXpv>a=(hLu}}10Jn@6n zBy8$1_Fzg>M$Coat&J^At+T?5+;KZ!Y&3F6c&ImzS|3DB#IWcuoGz2( zoMhd!#*hGm|HhIg*wV88<vH{*P|&wVe~2adhdSRc7Gs#36`Mu&B)NEv1D}@*N%%J zApM}uN~Y}69T`~=An$6Gk#~{;6N8x*3)Y6V&z#(C z@dw1?2b0m4*MHeJBQ8)b8>{7wSf)KIhR}Lnk^rx~b;{cV`Mv!tChpwizMGgU^w1y^@4Sk^i68GDMr3G8gP7#CZMHc+6TImJ z9EjppfYl{M-b9*_D?Wf%IxQkrh2e=6Fzm26wK<=%D*=7dxN$axE2BQ*c4L8CF>VEV z$h}FiAyvoJ5*Mz&+Dqi+L8ecz&}YKVbe$S~3n=*+#+_5@*(T_Wl&HL>GeRns+8d%G zG_Mv(gLpDCcQb|R^4V9~r`#Vs4D%MRAKf{E2bGv9(!-xTZSswB?1n7k23Qrb?d}_E zR8J)a(@K2$2C7C8(mNM9^FUMVZbUzyA^E55nZ0;E_8V+pBbM+>| zf~o~dv3Iha5i&P#@3Q#nFX~g`IM%#rT0||u5@Lvy8qB`J zXXMwKi#FA52D+)xQq-@}x`zc1THBU@7TZ@&SCaa>r*!1Jc-^Z70ive8`kFcRD1rz` zar;69XPgnVE@BsBq6KC=sTw+tsIQ~Za` z)VXDH?=tA>12W^DY=ToBuYp|1^mZFuBYC86X3UF~IIPD83SBvn$Gtr%-07kW(`}NG zl%DkuB;Tui*b}E;C{<`5;Ewg`Is+Rrn(1kW@+w%_5LxhZ^(E4_e*z|15`V$$2p9vX z+dhTo>j96E-DeB;u5iH9DGgZ&-uHv0qmL*y~MsvREFT!b$ep zg}NhW2;ov7!L4HH19+vqmhfU|1=Ac3YTFM$N(_}rVVzK&dcCo)&>_P|u? z>PB*vjulW*KG1a-E#JQC8plOmDrf`TR*F`$affX(<=Af%=nY8$qs$Gt_UQWw-eXW0 zqn8u+DNs3?n;0sU#R(fhntdV#u&@T@QCayTbNq0U)^WTNrdX~&WW;F)ndTCYe?3EIVKxqzN6QM;}IVg?}NNDqC*<-wz+*>za4 z={}s3P-jFN@-_ib#^7!ENt4_?X>{ytYR4EE9U-$3&LwvrO%Ll=Gx8@G>M7!+4x^M& zk?UbdVQ4-p41)=jU-G7Vkv6;5NK%sP4(q8asY3fYOD4YHK#&okj=yv|0I|xzg8JFh=F1PwKCl?b` zpyRpZ`&r(Ja%Y_(a+lo9wAKd@a0@NWt{_JAX9-c-k zLpko@HJ7%Jaa;oqAYNI}^{|Mv8rY3;cvDjq!w9s}R!#6%ipkE6Bz+K&bFx+DnyL7# zG|A?N%$V@vME9H0tC$@5=*AK^8-2?~A62jz&v7a~xW@_W~K1Z|F;PyfB{6P~bi~8HD9+-VNLmlS*ZB>|~QNyhevDcZgl^L&& zPr~S^7&>>5Ms2Cm-na*T4Rr|0F98k-Wv|Byfm1s)y&fQ2%y{5Z*C(aZ%5R+*9L>Mf zG3WM}R?{E9l}kRn#O%nAWLe!HDp(;+u$$E0$x1Gdr^HBcr-BJY1DBpQaqsYYqkHO^ z%3`DE%ZaiZjhJZ_nq$fbzf16cymX*YwUJdDtasBLBqR)og;Ar^N(q*4WDifTGI;<9 zHB!$QxcTu7v;K1hd(?TMc$k~8e zkPc6Tjb?L9RR*K<(CBh^8P3P|C_V2}t=`v1gy&7<+1q}mCLhbB%Rw$O{SE}uo(;EO z#e1E8-YQ;tbZq~VK)y3he2R1IrJOsDvN&eA-j|TYhvG0zk8IB`!F!eH%(~N+cOQ!c zYUu^_CkMgaa%$e*N~o4WE1V6IFKMU6P~I!-;fD0y*)DI*w7g&}<_SCW$V2Z|5vv!@ zX``XmBw{DgL30ta*L9#sR|gLIwy1clez~@$TA)2rdDaqN6Lql@kA||6C99dJNR606 zt%-*U$!D3h9nVAvIM2V}mt!rDjHk9PZA+=3JZcieH?taE+oH7yqjjgmN2|9gW~Hej zr&b&lrJD$9(hRC`AK;M>su|;atRqU^!t>jI?C$8biL>75f*PuIW`6UA zTGb%W7U-ydUA4^kdfdWc44JH46;x7CG?QEu|H;IvOqILgWa;H7JKqn_FQ^%zobY=( zv?GjK3yzg`9Ds~OmY`su)pb)iy1^B= zn?j{95z`+|v+m~=ca-V-dmrrc>(_Yp9T%cAMQQcOy!KeciibM#un4n;ns59 zG!`84)7_76ls3NQkud~r#nap#yVl{P?T(!?3L(*USZqGLsfUf5n{3id#LYyGn$Vfy zxqrn}=X9@*9L4}1UNMJaX4k8_rd8PE-bOdK8s5pZ(~3q8i(9^NKPSsY$C0ql^6n|+ z=jT!n3p{gPoF-KrM9`<>=EVV26R^konso;4Kd3S@F%6eagD4X4%f6O58DzR(A;w$W zOiv-Z8xj2Dj4=90;ApgH?h<^ASBYpZUk6PEf(^z{)&e_JU~3dH1+miZqAevDEj%av z@{ZxcsUIh6WgsUS&@=~PK78J0<)K;gv;d5TNXAo?IL zTqcf28qEdfDb!ciKtDfS@eZkN_asj1on_ye0{PfPD)mc6OJmb?E6uUV;;TiO*KuM+ z1G*XnNt%=H33{O_9BeC-j0>k7S%dwJJptn2&oNCw$c&x+6+~$>UoT5f!_dLi$W^b}X6-{4c zm&v@@7>#bSTv6-q$Imldjled}`M9eTSRe+;-9406geNg5)6wYJhxSkuiq{_1mZzg^Z;-uQ{12mE~i}iM?-wrT9U`zPl;j zcD#sN=Vxp66YbX%?sm9`AGoa)K$C6P6+|gN>$Ljm*?+9f#_vbfZ*npOspNe4fxx?} zTbzVf^g$O_5fsBA>U;K)ohz@u_JX;XX4t0xt?b+8BI+TT$830n_VXC$)~in&H@)>t z#%8p}k|Yym9pYj)JupiFU{F=1Ugbd0gw0zJRzkU}B))m-9c8xV(D0>>`{DcZIOihu z4nLZ-&mF;$96^HxDs=JnT=%O%3U8Qc07)kwb0b4 z7H@ArUR!5iXn;!!c{M6*b;~J$4uV$hi&DH1a3=e6*v7UT)*fXlEr^qPwU(X{% zPv8JL&?HBu;V4!Vil^@ZoY>>SgVXiCvaztC_L}5U% z)1K}IjfbNHCwH)UT4)-x#Zr90xjpkdlg5j>vs=K6N_Y;O&ajR&y#w;>FMDrWc#?qW z3f*UZ@paoJ=BeHR^ z`sKDR(ri^w8WLhUXqewGE<;q9ldQg59o`xu>Ti@urP$GvRa-aEeZU0;rmIaYZO%Ub3H_m=_%-HxDV)1^`?nF;3 zdHSX}YOqRXrmn!RY^92U4@zEMdBRq+^!#*e;xcJsU@b>vxLneB0lCyB@{M~pGuech z!MaL02&>MiM{lBA)cJOjE@HNw%Pd0x)8T$zlSFq`9UTmGgGori)?nsG-A|v#wI>_? zYJ05v*Wq#A8}h(06{jg=7hhg#(mn6DynH8;)*aqPEXdDbeOMgfVF6LX{PJz=4*S*@ z@!k0NW{CU5QV$RK2s!kE8?mwIM=ZQV55v{|uwYBcp?1%Q-bbTVzt=cQx_iw>fj&{y zH&dAzZ=@;&-xrublD_JD{XBlkV+~XJfvI6%lZgBoz02+E%Kdykh{GL-4?51?s1OHk z5~S_BjPeVV$rsO^+(mgf5~sa#cNv227Vo6#)?n`MGxFuB%q{`SG7LDL`P<^b8hPcb z;|TbptVvpN$G4zIH&aZ^5>_mmNyZR`Aeq}x0YwL&mZ!#r); zwQX1t6;N7Qx}-$}q>&VnPD$zRZb4$w(ntzONOyO4cTBo-(#?0V_FDUS_Fn6Kzdzs| zWBzc@!Qh^ET-O=Lah&HlgDN#g{A+xSnLI3wO2;3&!03YHw)kvz<*63!Qkc+<*ze=< z=ntwk=&84O1@!`8I7ObExWIKL-ArR&n;0ctUJkt*wS>Qf3Wz$y!)nTpC*n-&Y;$_glC1bCsU) zQL&qel3iTpnyV3kU;Dm_*~@5eM>FJc?73Py1%k-PpH0BeUx9GkP-oQp+_&_)u=Mt& z)BI=hR`GZ;#(A4GVrN^JP>mr@l(a&CV+miytH(b$qA`D{9Q6jGUKi8I(28YJl;!1R zCA>6XODHn|7I}D+LN!TYrXa8JS5uyRJqG&s;JRD08}70bH>J4=q~q%Dr`F-WmLKnZ zSEG>iPBUF2pmvYhC${Jf5cpc4;fAtz%OgdZ%)n6ab+&Ays?#|lbEdfyEYP0K!>yX% zw3$+Uhutd(YNO+ILwQrCcmxHMe~nT#gx=3`-M`S<|M0U71ML|GEE^kEkgrX1SgR7t zY0666cXd656TYy#nj7vl9@HAsUAiH00b`snM!YNaed~fN>g_m%Fj-20ozKY0%}evp z2rmP!Y0{JQ{ERh2ptiKYKi$obxCmE55!09I_VZz08N6h;ll!d-L1Z*s1s`E1JpJ7Zx2aD&`Ob?Rw`eUn>-rXKGR6mAYV%O&hTwgxUL&x~?dg?l>0QsVZs#QF^ z!-4nr-KY<%-MD=)t3YktK=gRVy-765dA-`HQnc=7z+fOQP@51GriOckinCxTTl52s zPfHqtF%e`VJUXVKoAuD5&nWnOMH}mfYDw*->#vVVJBC8Fry3*DFOSAT92%3WkBuC5A4ZSk(QMLyoa($o zbo;BPZHz%yZ7mLuvxEjPNcnV~%L=OPr&}j4C38e2r)n!m)^ZVGp=XGVf)4NtyM393 zw=6bv`RtlOit(G#lF6*AY9$Q+Hdi)&z(d;@RleIeXT6Q*qfcNidC0%1c=WA1d+j^=7@0Wc`tB(8r+D$zLCb`k@?Fpb1RiOLiQ> zJ$(HOc&})K1!-;4q#s6v^VQfvR6?~CCvTy}%^$P!t4*<%l8L83@?ffjtDE51+h8v3 zx|Ns0KB7QsERI`pSE&n4EOyy2%8}$kaX4&(jFl%yJ%)D{iUr*~8FfhILh@ya8! zPT!bBxG|nD!}r>it?xX)o-byz9N!#tSV4b*t+0R4wU#_d*3}-LCU6}$H3UI%ct0No z(+|6BAx3Fe=W*++oihuDOoXTIamjxjV)}tJfm3GJLKi_k5P)U@?8%WGo3~@08Au{d z>io7q57?>50wpSg~u5zAeP-qT$(Vch5~!LlHFL4Ep_$Q;t8hV`_XEC;nnNo=K=>LN%0h z1k;M5O7<6sS7WZqyhEmO-|oAM=~i#GbYDL>?e_=oC)FRlo6Kl5f#MoVY4e#{34Ic7 zimRguS2-i%HWE@#4!!+~yFVJ+>Gs&xC>y7u#fJ_Nx?Jxq6_au#m^xRb&TSv4y9JM)pS@X8>Xivim_`*MiAa&lz$tgXfY5&^&}{T1i;6!K17G` zxpF+YtM+^e z!Q=#H>u($VO8Lj5&rIRo`Gu8md0x*q+{3u4HC8-jY$B`{K9qf_uvU4|O-EaJHNoAQ z`GPLxXzA4adzPX26y-%HP`Z$x?iR*+kFT z`xR>>Z2_K;%{|Oh&|lbCXZ=?7=DVgc3ZF$?i$LwM7k9W~3LE~DC*};PT zZ5#GsHE{!;5jne7z`pymVh|vjE+-tz3+F5%7%6;wjOPVsp9NZaio$KOqdco1J(6WJAgl6%iKw1B7f?_4r+G()X+I+d}4DJiH)gAfm+umPcOG&4Go85HnH(az9b%x@*8?F z7fBgue^e?97|o~bTyO()oqArZ_06WA=FvgN{A17*R&HKqr8O);?YC1Z71`)l1(wvG z4qlh>uKJhGT+4d|Zi{h zyWCE?V7#M7G!#9T(u>a4ftE!9aQLSjmqYFGrI_oHoZhgks5gy&oa&XV31u!au1D#| zjl8LPA!*5%FS1<&%gCC~Qp8s~ESEjj_3z3)abFskW-huiaS%D zP9pTfCQf^Sd9MwUaqYUA-SOk+tHZa}(&E_5)lwkWj;8Q>ks{UlA@75>I=ZNCiC}oY zk>2E2lBl4GmbtflUMrN!wTxq?JLCB@%iBBXOP)xx4mo_6XQy)1#6f`+zvhnhsCeg% zXr2bb-yJirkj^) zf!U6<9+tZ&O&`@q1eYUz6F?`})CQ$}m1<^C#GE)qMkU)*X=+`s>l{80im(H(3fZxB z%lY`5gXV0^t(#%Abdb6Ga-(@m?#^bf$+0CQ$0_cr1MEcG^={^dG?TWBjJgxMAwr*R z9eId-9L(tB|Kl@gjVKMVsIut^14GhBNq$aQjM{ywyNpIUX<>WY`ID?lh~ja!@VKuR zT}MTlfV#AzVty(cW%xiGnU|~SFFMz{gwY|3q7Pa78nDWk4+;hb)L0D0reZq3C8jD7 zkjHbJmm>mtLt<4&q{Jr-?H{T(^fUw7h;(uuFHDQEvx`AgO*ZUv_+&;Brnp;lr{y;Q z=4|v{XO?a2G3sIph9Btb#*mYyPwI{|S85bhqV+sMe;FW7XZa>?bn%s=%X-?HTX75t zS!qJRD~7zUkb`ytMC36^oe7=&lJpbtcb#h8I+`k8D(k~ZR+GhwJHH!f_QQmt^SqGJ zG^nMb1lUH5U6i_A#Nj#F*{NTO(F)j`pNM7pZk0gN^IFs+3#n4$geuuYV73kdGq02) z733ENhc4$Ef`|O3w@URS<5D$|PwpY`ml#>1%HJOjYiw=GzLa9A$oXwjJI;HAK}bxn zm@OH&iW8Y*r#Rx3PE(0rfxfbyOSYh{X4{Rzz?@#0^lMMzh_GX(2X83F8LQQjHs?h+ zK}J@{f|dVd4CY(ycXcLRx=2Gjzw?GNRNpBO9cLY2AwE&Hap=ioa0MU-RM>JGR-kJHH#y}#_|U)eJWIPfeH{3>ug zwb-u+rrgFs_&dt;K>_c3New*ro0@sKlJ^EfZCtx=EN(AL3u|eGAUM+m{ zdk|Fr$At7hzLq+I%Tc|4Ve|FhOu#=L7~InXC1S~D|9F;vpZEXu)2%=AeEx zo*3bG;}@cRRl%3~vv9)|kGDhYFRSt|+rkgm7Y!b&J{Ri_E@DDFJiv#ZSTGq}pPMA% z^G^iMrZ|i*#_%0UJbAIQ9&}n{-r3FArfC%|l!~MVoqFVKKutl!By#AF!9udFVT`QF zWWdeA3J?*!z9-5c8?t2CI2a+$&@taa;pBM8!w8e_+q-2z#ln)9do(jsvreV?e2V}w z!Je+u6Ji>O6-4~P3k?2l1|D`2Hm^2Az|pa{F$*QsNRm{ji*}-?rxiW)UlLJ0Lr;0a zJ;eS1P)kh%GkBa2m>S$L=5J&#)GAh%vMa0%(s#{227DK@ z^TD+4Q!&$-C>upQcH!loOp#Q#p!l|o(+;dJn_Qa^apOve0V+G;c+%9$Yr3)MzqA0C z^S5xn67yZlK|!O>BT@YP#EdTnCIsx7n?5P1@H&g})Z4QkYE}ds=o8R9E!?}?#S7T; z(e75T3rsB*|2Vm!bXfDlhoKR|_|fAx+e3;N;kN!U|`_O5>XsW~Gj zxHF&B>60v~WNakZDS3qmWFI<2IHZ+-elfuPlFP_lw)u8EemxN|7DGxuKD<+ePn3L0 z%w%9&(@Ch#=}1D|@LWn#taUTjmjlbXMK8(G-4K^|{)bQ7_HZ0^q{!A-r>K`z2XcMv z<;QLgrq*YvG-=6SmB)g9)WdT*?3+;-=SKg{o;KoxtItbmH37ynmuevk?T+7qkK0KT zO;%R?^=10X6HJ^uBK}8eA4s9@kZ}aq>4dvE6wG6fz|Q9>T#iiVk^m?9Pf%wu;|sigtRjo5lF~4vBs?7shWS-6s69+xR>3s_>0UH1cc3A z>IVhN>^tX_Pw~oxNM^vOwA41wSR z7g1CpU%Z9=G*K;?$0&phtvGxuBn&OCl0?;W#59|f0eS;;wWE%;+zDZ^vO&l*EDTU` zo$p2S)@AHo*C+3svR@>-M)-&`Sr?4OiA*yyE;VV!PzKiBAfd7??8UncarQoTdaMWJ zy=vEm>^N@br*b!=hs4TUs396kF=%&_JP#eu`yZIzFg`1&)gh{Lmr-Ruu5Bg=%X|Kc zE~l|6O?a}J920LUV?Z1v%PBgl4r61IIMq29F|}|{LtiM`-TBQQ(yOF&9@)vEGL`v? zf22DIEiGcn8DC%C66Zn3T=SC9)XRE_<}kbPEd)ot-0fWvnreNYh<=EXZA0#=YQbqc zIDcy8vi&2*%=wEDYO7XETG>YUnZ)^4tj zd8zG}%1tpKF4`Vx)*hrMd}4YpW5po=C;T0>L5P>qx-q~5;gpN_c|M`Hg}1Si&_-^; z8_M>Y8jj!aDJ4pT9UgaC*c7YP1>bXCuxXz|H6`ibAdpnA$(GiGj^Kt|O%|(8;3N8-| z32ykc;ztpCyjgWyOD>lDu0Xj12iLOsn#uQFM_RoVwYAL@P5ZR~MPkbbQWD5R1GW#k zM00bA3%iTCYcAb%H0RrvW#0?z%n!dyAJ@(jq^(iVG#qVMDq&KvPSjISC-S6Xc|Cgm zih)5%C#;Xa>6DIVTBya%`QotdNi-bd5NWal;ncfX=eX~Ee$8E+ND=|HNtB_6*eq@He&yp1v}Du7 z{j=Jl#mZwc)EsX|^n*VIUa6(IaN&_wOA&dIhO-vEGLd+X7og6;?Cr?U6^Kp-8mwPZ zkBBQYPj!70v~n_#V$BB+n;}4h?6(Qsy`IcMi{AREM;@cyJF=UZi|f(7dg}7L1Q>q9mx9go@J(ytm>|^oR`+ zL=-k=$&hnl$33p5ZPE;9E=a;l7dmHW&(v8yr5{^=05oOJwDMDj^cpb%0}lFJ$GL{= zGsY6+ZWll!NUv-oo7incudW03tnx3oyx1f>x_Yd4#?pe=HV7&3yN@>XVNdO~`8`2=&xY*Q(ektmjj`(*=B zXNR{B4b>|VK74?Gp7G=e)TURV_ar!!>&7Y{L)wO1p6M(Y4{9A8QtCSXEfp+dYm`f&n<$kA%d%JnR8(>I)|)nF}hDQq1>TG_B3@8=lHf;}Gy zP7!AAB7$S)KeE0j8A!{G@s8Afo*1TkbfmTUMAgTUgYs~}`(EqTPy*zY&2@FxUuwe^ zHxeefDtl_|Tf3bw!xAF`!{l%lLvQ?c^8(I5=Kt^f=3fWzK719Z{r13#3-S9`H~6;z zeC%g>)v^EdS!C8(PqI^NZ7b(Cs;c)nux8EGQlIiPfZj&olw}!*sKw$b?XDvCtnGP& zo|*hFqj_}EUV0`VDez$n%SU+zTO@VPO(aM&Woz$~Qj}RiR)2}PL^nt~37Wsx1xQB^ zUvXN@j;2T&MlW_L_B@Cj0pt|@r=c&T3XMvF%5cfwBW?Wf7lSW9;SbV7>uct3N#HdGLS)P7;* zx#?V(4?8cXLR-BHHEJ)RnUmmqTumqcr~1JNO7>g@7TkK}JGod(><#!iriLpVU0p0E z3HvrB1;yI+yRW;2v$%2gpu4|H$+NbYw%14SyZ&`D4;^MWZ%jhzMm%I#>W_flH zkOGWxj`Q5g0i=5OE;h92NP^vLZ)@}0BC21bqiaaNf7wliZK6;c-{iWYql*&>$126J zBq%Aajd~Ym%zGA6+T!we*SkfLsZPXWZS9wm?8;TYfqQ&)ApCFRorhsggUIZE%2+6 ziuC^G4L;~9W;?KSXx!48+& zPd0qrm&V+jiEku~2{%*O9uXxvj<$k!ck8X^Dylx`0CjJg9b1yoRHvA4JAa>YZmIeN zIw?)!;39CuuJ%qHIL+N4xsMrQ!a1M|{T49V|0ggsAL+K0= zdZB0qpFKYuPBL&6NA8N6zt<~0GMl)}3J#2;7luf2se3)`ppLaIU?X+k&SnEjxy5K| z)Od)Vm`<-CRDWLl901g(8EAUoAmU}S?HU&uVHMUg-ypSGdi|Z zB@lc{1d@xJT#ZDTEvzm53Qrzah^~+DEe)!k2QVoYp#Gw|v?bVC=n-LHAF#Sr*!D%u zF}4?1Er&%Velti?{n~&UKM+-Ccf|X5sAvX38d4FAQ$Y0)!;l0HXi9!N&o-jXItQb= zU)AtCg_(2-FtF04)`ywurf2 z3sK71$wTfIR&hb3I^>{R>t9hmh-<4!0wC@J7P8wWu50GPP`fS_;Hy}P&z0sS6uOLq z#Y6jn$9PlwS-92YW~6oNR%clOLy=+XAah<%dy^}p{Pj3@{kTx8xb@tCrpdQq*@e^0 zsA5q>QR=_5xP=LgI0wH zxO;1d1S|f5fvwxvH9|?HaWT$^6$;sN%;A+^d46L)4M$k6)*?27) zV7q)A^)rmTv`sFxgVC5yK$wjmmcoe33AFuUZBz=VdpM9Qi<6G&P^rbayo@S5Q}m@W zgV}KP@2omSCvgVENX>KXms;b8n3H7{oTvhQ&ZW9NKy3reMtO)}jr)q+4Q%74V)3Gi zuE?!p&pBsvkP(|*V}y|J?h@zpy1W6p?ey^P#^VIM57mJHrEs7QAh~}ZMoS?3W7bi| zMFOe$aS#PXa%n>6aght$!9n6fM;jYX=w0uuw%}H=D8ysymVY%&gC$O>#4OAi$h>dd z5@qD&L#_oz;3If7Bpp4pf-tQ2@v)WG{l8vjv?!87+kUoC_h`$g!EtjhX8B9i=~s}N z)fdqa5}W6&ndL0xQI_Ox65p$?C-j9{ramiWqRpp&b(GOK3 zvzz>Kgz$5Bs$c+*K&{X!Q!=(s;g?4sCjB~(f=!Yg^^m99k?g_|aayE?lfG4RYz!0g ziO<6SP@004Up0i6Mf_?O(hA-bZ9SSX6Aq#VO^0y!4y@(+8n%W*8~R&OUFdi!MgK** zD-4YS7$ZI0%D!rl@E$7AM18RUw0W?LetHnXE7~>Wc~v0X0?h&bgKazgcqu3aJ5(~=&n6}%a1 zPoM~_d)+SKbVN!|a1!M5|(wu5^X_qX%%p>dp?}{_csk?>$inW&r>g4ZpyhAi}gG z$YeU}q5aB7Lo}`jRln5Yb=XiR5f7`(B}xqRF0U~u;q0rBn6 z%3o@T#WM{9&EZ`#9|y7HUmVG%gjaPthD%}V9Fz+Anfe56Pk1{nd(Z(W9q?e+?yrf7 z-G1mX)0oJ|zBi-2he*RPZ*f4v>l`Mj$fOs@{ClS-7gGKKcb7SP{$)6x=UPaugS?WCyADP&9{J21CTZwPf z1(oTZdHT;!VaNj?$L)78T0lwZOY*1Y&Z*J0wby!C`w5$xRcgDDVv`6P%(6yHhRBBv zp@syqi|ZSsk^y!@$Zu+o{K1yn~U)3&fnryLayI`C+qz#AXgu_qU3)7tl~I^G||$L z&i4o_43q;E#QWuH#UP5auKzA5G>ZHyNDxxT7lh`9ohUG*vnIOTfD`8S3^b}}<)V;z2hyH7vLZ^X$yM3|y z+wU^c$pl#%etcsFC9}T!Xn3R5c0YaXrFnHRotBXk{9gUgQ&4fG%~m)XB-^V7N(s;S zdk8p0ZR;^B(7JRj{FVD1Fte0sXasSu~`zUx*$tapx#RD306CuTma%zLr^Of@9p zzpo!4Ed2)ex3E67KKb9j`=1UFKM|05BBH%d!2kSTKL78XF5d9;&TToWGW&`W0r}KV zGP7mD$|f#Lk4^Bu`OyD}z%AMC-zwbYqpNv;gXBu$$B%s`9bTjS_*~_<*S0D#Xx+kg zkCqnY9p zBWKl|_lTAnv2%KyswpiWqIrg+Jm#BsV+_DMN=$Ot^1f4S z&E+ozv$t)+prfStQ-?}C+w;xP>x>QTng6nke}46(0)$XK;&%&Wo~LFyWUxV&k%P0v zG>Jj&<+qE=tKOj+M&JI09(NFAh8@+8{}nV(?oeFYlwO$HD~}WaJ=tp)-FGOhSlX=# zD>m9x2B8Roq2k=kwjvly;XCVdMTrE_+&G`tW94MU4<>)X=TuHk7l75R%*%?zcN^!o z*%LQVVr13;gwcO;nh*t7NA$mi)_)*e2`2aXPE(NEokzj@0*7`52kt5OJXQ@%KoExJ zDVDH$IV_(w*FHA66ei`xz?;%LUnqGVC>I&8>C5ENTV#9*qH`bre=tk;pjjga5H7f4 zej3}$Gm(~8^CGxJG4mS7FF-_s1$RUXxGtBJje6yIIhfUrk}Y9|;^+)U3i&Dln|UcBoNXET=5h2Htiz5pO?gNKW^Sjo+ftA`0dK;76f zhUga&P`DXLA4G^d{B!&*z!^@D>9~bLYs`-YKUF?EMCv{`*;7mCrq3ITqvD?Y+QV6s zW)?{Y6eZs&!)=S<=WiqBa&E$SOeV+O@doI9&Z*8xv@!o<@BSrlFo*&+k*e|TsJ!BP zvgX&MGv1LuRusqu`Rt`05Y@Br+X>}z1_X4YZ)Ey4{cM4iVtjJEz?J-^K$lCF!2}p@ zfZbSX1wEVYsH8!ko0$1LCKFFx2Pu+5MUb8NJI#d`_}$YD?qGrNVQkU$J0Lh$q9YOe za5>#;crTb;t5y7QAluqAMXo~nuJP;eur+HEi3g7@=Y2jxz*NULvH5AM7KD~Tu5aN3 zCo)ojf>&)~Zf0el?2VKwN1HZZE_!XS#g3C5JADGL?9GTOv1@>yg}G_u<1Z2oK*Fc~ zoU``zo9F6Wj<4#05(DAD#y6)4Q8W}wtGQXHvy*LJZL;u{2;wd%$oAw&BVSnD(|rTw zB4PYX3$Q1{M7dnRf~b?2=!w@tTepxNd>r(qj7Ydva)4Gi^VuvxFF6#O6mV-|vU2{> z4mMT-plF!3`=N(sok}44$pP~bB&IK&Nuz zhKuZwXQm6{0wV=n)40oXBmc=;{lvT9Pn{9y8~fjw_|$w?A|ooVV6fm>m1RYyust58 zGZ7UL8h0LPX%iiX`Hi&Hg^K-d5odip_-cgwP$=Qor_O(pd}@i(vY1Q46gPUB53zGO z{1dK$_`|*l=(`VK!^@jL#NH(+Cw>~4??BvV2=X~M4~_SDjz~k9O^D83P&F#E>h!lji0LhS6+M9s%!cv{4c9U4Wf1fIsZ- z!ZZzz>+O#gL@&Q|lDm!G-JbXC{UNBle8HHT=?Ex;%Ug^Z=Qm&8D;$owxLjx( z-hFu)#MC;PPV;dx=HzH8%d*sDHzV6DOE*u9IzT}^`r~J($K63Fx|7pP95C2v!npAb zgGzix5))0axhU_;=hW1R!ldrw2d}T^**|aDif#Tloe`+5N=3SG60*WzbUTw!j0R-j0D2+dC^c29&>(LGP_jiJZ1fTr8T< z_e_ah+oZ3-xM=a*Qik4@JJGUZ#7ZIcCsivBcGPkcA|e&s@!;+I%8D3b&@sc8VP0PW zS+>StB1x@R#VNJF$)%c0>u6Z{+9^xg|5R32hu>7X*t$nrS=mVI%^K{>as4=spaB&b zV-fBn^RpIAw{L|vd{d4WdGZl#UN?zF<{Hm2WP5#-Bw8a0d>g)dH!MpC_xmRN&Voqi zx*CzW*77hL^;=&b%=6(FJI8MoD?lc=9uZ)7WFv=)Qd7nzgrhOv-aIZkupC)zf{9vf z_4Nu zz~{M8={j^>lZMtM!{G(R$s1Loj5=e^wJt${F{-K1hBd9r;%X;Dw@Bm?;LDr1R3(21 zx6Ks$5>#ulF>q>p`X{%=54Vm0Ad}$NG7%!&zI4_0LYC4G)YP9(*6XmZF}XaQsw$gF zeJjA;?;J%|>g$KQu)F%aPA=UoP&uJhs8YLe@;uwnNkaZ^`3rA*KYN*JRZb?VFW<{l z`nTh^^PAbs{=_HKRm|PA`m@)%6hs9R%P?NPXEF%nY)^mGgg)HQ6_vtmty7wH>`VFK!8HAPOPM!3llZ zIcQAfd;l0({9ujl`-wf2ESWhME5Cm9S&8Dyj{LhHyj*c;eC~_P*NPpR&-pA2OhNzO zpj_Ew0-Mq21JhMQ2&h&@uSx3*3)NOR3*~Q1*m3TQeQ&yw+>t%r;X0fgw+%ZCA8a~| z#mmah_bEAR0m6Ih#Zr3TAW2>EO_&6;*e}jXO*Gy+-eHjWVE!UKz+Toag36BoFsO_EzECd+}6+?CcwSOv3V4|Df zv&eJ^N|Zna1X`Ro$T|ENO4RRYyCm~cs^GMCLZ~-yUT-nV;nU;(5>Dpe*-B7;7!~9A zWgK##(zXmFV@pug>!QOOThrU=(QZ-9rK@0nQ4z&mL`S_e-PPk)FClcT5RNW=cx=#J z1zQjq3*915w3g=vbYjM41i~nJ6+*nIz?mwoA)7Gl&l=8QTuIeT2sowoWtDLC(8O;} z7O}hz<+)leSD@Wp*w{boLHSF_fGG*fT!zkAfIKl&XML{@m&HwtykeX?`%g?;9y+Ia zOHDvc5oRow4q=elz(BnDqr^DxMFA^m{hN#5zaM{67vTO6hDXnejFK+%)07S5RY4Re zve7zRP^9(Tis4&%6{a5E5@6tVR|JC~*)(}sp(|g(XliT9-Z-s-a^I|9vElUP`DEzb zOYsF*60N1W7en0oSys+kIcOfc=^C+YxmfnM;ooo+e_S=9R>b_rvVS(i{701c&u+cFXXFtVpN3B)=4R#55O~wm zQw17<$5BG*1NGnKS05Fen9hmkp<|mGl91Lr*J_tpX$8>{)zduyQuwzeTDmz)7Jn2%GXb32K!GnX9d&lI1Gjd$|l zwRuAm&c8TSM5`R1^AQ^%`TYOYf>s$qde;< z;c$JutvPu#<1U)BeDi;>f*bc%kW>51**NPfTE-@1H$S%bCI%J$jD)jMZ9VlKNUy6! zQirV`30iKm@@9V{*Z9;7678*qUG)FWpQQiEpB&mYm?$UsoB0dvX?Rq{9A?ayvk(x} zcY05z1-WzMrl(`wD+yaPb5GItr<(|mI)q7>(-G3vh**viahMe(AG{1Ici0|y1M^!q8E}i)PDYgQX)mz}{ktIe2-1yAh9<{Zlult}e$+XjD zijq+^W6ke(H38U}w#o=7F^BTfxPWXp1ps!;1}BI+=T*ZREkvZZKw}*H`V~Cib(|mH zEhE3ZIiA;}JEBJ^hq2l3P+ch zQiaC5q9KY#XE&fIJQD?lGR|BQSBWIsw&N^BSd_?s`o9|IOHz8Ff_51>NCOOs=@b4e65i+Zb4wSh zkaX-cyVyYdtCUvldknn;D1R-Bf18Eo#fz1n_UsAUueBGjGx{}H=%uc0KGWzJFRy@f5kYy)rOG#d@8ikCipmOWj;gXclwRas0~@-@TG|vM^Z{QbEMdlTctI zVM#`o^Ox0hs~E0sCnDAGmWNe@1luw<(Fkm0aupY@rOD~bjGB?DAAs}|q^eCVn3&mn z@qCOgL4Nq9{csuZOA^oG{;K-=R!{-`mG=v?ZSubEt6)*nJO{G5;as_r`fOo&*GHZ2 zZp}~uWv&1bcA{`NS}OFC$G-jUDL)Wc8GoZ_ZHTk5H>ZKlx=!~JXynXb1KMB{)OwlC z!k;Ua%gD-lI#eWyd@U%Mt~JVnoL{!PuNPKkf3SDCT-6@bnq4NXTts3jYoc5Q0UUNi zVs`j2*bJ-t+Nwtf>bI7x@>DF03^|QTd~09Yu8i*65lstKEqF4+sGQJD)mu)Fb9fc) zZtC3P4Ug+LY3~(~vGohArZ-zpMYEUd{(p?m?(pWuaY1=^%T?gMyRjE`ydWkP0xB~J zsIN*LqjaK^rg_Px3p=$IvCYyzyv{8C7#6M~y9$GT--WE<5iF*LR|fV8}Qtlq4|_7Mzqbpe+;EJHz@&JD<4-oql&C-- zaFG2sx$?(C#1_5xXc9)Iw(s(*b6EtwJzCuP)#8P<&nDAj>U*EFtDty3(q^8sMb+8fNBr~hmK|8(8_ffQhi2}{yF1-gpA{`Vga2Gsy@Xu-(R zFx}WJCkDUJfqIGpWku< zQ2MzSUxxkM6~R zs`;nyb4Ym9jwRnkD|)4{gugUy1^^P_bTv73#d8lLTHCDrjOwbC@xqEsOwjvC!=U0> zKsRjr7B0tE-=qNu3chr;ez-n&AzI7lHBumuu#(X^p&J~)!)dQx+$bXZ^=tZ;W9o&D z0l~l5yicEgI1D`aj)HQ}7(Yy+c-zvcYh@>Aezd(>D2|&b z;d?DD;XIqe&bfz<$N3NF|LCZciZ-8%z0WcF<4@Ha<(oE2);r{3A51dKE}uPno|181 z)%C$+RwJeThB4G{SC6$;uQn&I%iI8FgQ9v>wYqU-4oapgvvUk0>X`=CN>*PnneY-Y z1=+QM+LE!za{t`xeLGdjM|C#`D{k*U@Thz7-O=z{ zA%6d%?#s^3b?R0iYJl2HgctJ2$_JO3dWum*!c9&vZ!u(dws57Yld~o{T*a${>T?Am z!0-Wh3q~Zo0+nq<8Q`ZI`0#TyC+v?}OAVR}ok3eD_o3JOTNxTIrvKAl(;nEID$ZQ0 zL0Ru}0>-oEBS96dWgNV|k3eJp;q_i+6ONpwSPGiOYIY=q7xZKS9I${)Q4~Atp`M8b zLBx1NZ=UNe1N3G3j(o-OMBv=^G+y}jv!ysHU-Yywa_NqvGWb}Xe`6=2~m&(n-ZDWhor}Vtg zC70W)CRf)J9h5@`WqWVGjiD<}&C+07&weq#mF2d{TR}F^Cqyuj3AC;1-d#Y#16KZ3+mm{G)tygN`FfmCbH86kXQI0)&1dpRX}3PU90}@PuTgn=$arpcM@m6x z!d)PtdZo9kjfyy$ri5w{(NnS0DIn=SSAVJPXVsUUgn;~}u}>j$4aTpAZok*{-ah{% z={oxVBkZliqHMRme-#uFa0r!d2}wa=Xhf6{kdPiiy1QoxDM2Y|>F(~Dp`}B*8Ms%L8Kmnz;VQVzy;`q?Nq=xE`RG!5! z7PN4QsFM=Vq3kwetGu%D5<^%_*3Jb@*Qc#Nod-~rHyRrEA5*cnj#I{Ubvav74Cy`4 zg5?2GG-n40cEt8kx}*S3uvDTpsG})S<&r0~@1nII1T2uny=?JmfB;$d0x**Xw>_VQ zJHpoRRvhe3;AowUNhu7DrpZtJ{nWS0C9tyQhlk(=-@#Wj%ljTlptl&TM?#k8ycOf{ zr`((#(DSsB`_{}QcK{{+i+p3ZGB2^G2o!j|*D?`ku$~T?c7Sgd;BF)ViY=bVhO1as z%HCr8Ti_4K5nlH)%;sADj0w#hpH zEo`_NvwVtierE1cJ%vpOTYE>|RB5+eHUIE%WO*fz&>iTKDR=0xwF27!T=5sLP*unp z2@cA0{&1iKMz!l!UFq4~kbYVv^5e8gtVDeH8=)mK+Q0UBZ>LFS5x{4=1DPTK;LLhN za%xJ}(s4H7Hr;9mS~ZkMV^t%5jq`^)|JA8>i=6l9R8uUnxZ^nj+ZVpu?wgvP>uRMQ zst+7xm7Xg_v`M*%kP7Dr{C*#YcL(88MpYQ~!|w^rkB?A$FXW@ho%p_F%vs3%`T9IP zY_QO6JZi^f+`T|^ZiHi#Dz{kA`-ZBkFRvA6|4Dq3Z}x7)_T1BTELv{ai_8ZzB5bX3 zIcHVUW@PlI>=_e+Q(hzQ*WQ{HV}4Rd#VXz>2yWtL0dPhF$IXo()pcj6Idrfca~Y}I_Kk97`PC^>#4^l}2;xOSVg7nUb(u(-P# z+8RMNI{N0?wz#06vwr;$wH2_Y7k5Ihvc)tHRUx_Zm{U~w6mUlrv}&ZGhT5WPA+eK; zx&WW+(TIN81_s|Sj?5-#`_oqRF&#yS?yLs~zE`d#HaFiIwWu5B0E5BqXL4N6tfOce zXum|iCm*|M?+rKz?%r+?nO6{{BQyX+T50Fyce;^SzjCQpf#I6c8YMdwW`Ueyi_`0e zyHr@A59SApQ-B2;q3E1R0Y0V<@JToLlrlTyyea&f;TR&sG2d61MTR0QmG&^xI9XTA zD9?X9L_pZp&{ke@T-|o;0Ex+@5o-T*%>)Yjx-53je#B^x-tBBDAlnuq_%#LAa7RrW ze|Cwhkh0+v`Rsn2qvA7us%!Y%!uED(M7gG{MzX=v4ZdXmhAk)BhFh`7@2!2Z$DzlIHPHwYXIU93W^cnd8H;sr|Q$H93#?HW3mQg}TJ_31(9LWG0QOLNa>9kY~0)h6|oCnQG) zcZ?rf|839`TQADLFhtXB-yJWucK%@EI~)WufYb_ zri?ly5i(rdJAl{vvms*?WtR#6I7hwW`FvtRMV`8yoR_NJJW_4|k`i#9LA0>HZap5B z@ocZnrs!wp(2z)YNK;cDhO?1!zUIW?o4ndeiTfyfYf9$amW9nY<|@~RQ>R-maW|f( zO?xgVR9(OmS&=vPn8e9XC%4E@5_=GdVwd3?7v4&>%e1)~Nc<=I7Xvt9{c?&EF`_5R z3*Ivs{TB+wy=srA=gyG9iI7mOPgR3Z=$(xH(2l3;_X}QqPB(xJGJ*)dap^Fal)|@J zncbT1mXC%Up{>u@6?C!u{9W^p&dVKqi_F`5k^TGDJE<3ltqmJIQC$~5Ot;)7l+l~^ z$eBW!O+M(KWiL@okd4&CM{0_B{(E-R!YnZTDyhLMG2iLXK(dvQ^ge6Ghh26>Jt|j2 zXYPCMbF_Lvej6(0hPJ{VMW?8RIUlwz$;mB3q*4Ww)qmtmJmH+Lq^72%?Dv#l679mY zIutjaq=*YFHG7f)I0DZ}p(BaA$*=+ie;;mh=OvFamcor!#+>F>xNpZG^g4`p=U%c( z`yYfM62pr2pX6Ej1-O1bY$kEsT?t#2r+P{Lp3}<1)t+vc5W(ea$Ll#WhL0P%N9|w0 z`N)j-m`5{Sf>E7Fu)nCzw_|RO5(z&i5fUQ1mwiKTtlyc^X{^s9Ic;?OM)x%@l}Yjv za;H5^uVruYP=PGdbF=o>R9BZ7Ni>HjAt&D}1#})_2q`hWYHCI{b@Qr(dfW;3bd&VE zw+CIBi7vx4>pt-dk*QcH&$RUwV#wU_Z0-{`gvb1}g|=)fgdh%I?w-ZS>V=FC7hLzX z4z%RXc8blT?pXPcjpV#lf3pAzdIts6PxRZy-FbRAd3%T)zIM{`v|tsa@PDzQ=0RBL zKR+J3r$su&Jn_xOlfySBfSjsU_|b$Gg-?kWN87Q=T4b#p34TcLAdV^sBSxf=`e`&; zDiGD0&V^zTilE-h7K4X7=(tx>qZ?kaD(a{N;0>-Dm`G$jdb66A8Qf9rF4GxqP%yDd zOEL`pAl#l<%`JH!Y_By){xmF7$$c!J%@+vF@l-PwkmvB)vXA9jDSP#_TEg(z#thuZ zSg;%ECK2gagPm%`*8XOJ{lQVn(=B-Y_4L+=G^@GCNO z^V(Ih_t|R6p{iWqwrPq~!*k#aKCSsQvOe|bpuSo2E{tq9`ejs#bEEpLy9jWrH^n-o zUx=s+^AH%VI{mCFpUd@3eEBQ1E zp6U0HV-VW+u4GVqYNu1FcA;2oK6l+%1cd`<139Q&?xczk)MlBGI2)^e?#{lJESdWP zm!7!%uE29QH~3^CW*oX%2aewhn5O|M_UeffJoq*qs(xdG6w2#2Uc>G$ZImf|FodHW zESM~K4#8=gjqtig${yCOA=s#>Zv0wuLhBe>fhx0KCn0A(I09VUF;AJXSCL}H*^=nA zX2U1|Z1eX~8g43EItCVbMFrr?gqa}+nR#V*{YG5#gXZ#ntTBYlGg7Hn<+@SOGgE$z z0!&mzKxZD3RP@#^)9&ES<#QV}(x~}YpqqxOO&`DgAnz~-{lvqO{jN7(isvf7FDJCw`lf}P_2S`Z0$-S5?Z z8vm2yx)@LVHi7Qog2`X~TzMqSWLI)41;+ByJ^6g&!f7P(H|;Mhj2x4<5_J#`sPEZK zG4?M6SaKhK_C+7Y zO?OAgO)F2{kcup*&Q4vjxSx(Z4oJc?37&kuLh(|BY`KnJVawZ=O#~#i>mGGs+ljB#g%9>6=4rA`2 zG)A^@?i+xi-&?a0FW)}Hm)?DX_UwH{gmJ*)}y3O@*`KRx)Rc^@S)=(a0~2wrG#P?D&KJl+xr zWD_}V2g>&CuFE%58Y~MF&)7@DZ>>n%XJ$f!**rZp$b2wn?RJ09g|zsGi;&t|U_!MC zzV??;w2s*P3>7HsG&oZF@nqWy95^u(mVKFaI;+Vi@OZ8sGZ%|j=~2JqQ1NXET-Owx z9gd0OzBp{q?LAm%TLU=-A1BQ3Pi_;PH)5j7Wp$D>J`|Y-32j8Bb|2Pf3mM!!heIh+QfE2$N@7t^Gw*r?UO8 zVMJM*f@@yH{7|pb+3I9i#-__LChE{-@Rf|x81vaorwIk+=b_RV3kEg>YrUM0E4>#{ z{9aH6@Hfxeae7B+K(71oiF)JvgdL&{&+(Mj)=yBdF>y!8gp&#X*D9LEItR1uhWnET zZ$~hol7s9o)WB{Eh5Z3r)57E2fi}g$hYLsEg6XJHi-1CjUxN07*4xgT2+jkCzo(8~ z!GIB?x3J3->X`~A;_Te`_EWju-#iiG5(pW@nudi#{|A?@$6dKG=vR?rtZXL(9OUn&zUy({slv#E|Q4}{oN&x>yxqw~ZW#Jg>wP5m-DQZs=iXCz29vC0wLt(+A#AIJ`WGEN;$XCAmZMO5&|9dmwd_ zVG5a>RlTKlcz#dlF-2_wO6 zq^5M80IuF%Kn*ly#XGIM<}mph{63_TvLbiWefBjIX*X&s1D@ z-NCANe1V@)?b|&1VPjekv#E-NYmTWv+$9};ce!{aMQ0!Z8K+pi=ncSEdrHa!>G94R zSxUl!`Iixga@j$C$9Oi$Ri5wQKv*U>v&06x6+cAul{BJ-(d$-&<5j?~rK?vMTrevR z5%3F0j__xvYy)+iC03TLgCpH)WZ?BurxN_~eVea5{rdQUr(*3*1b(6W7LCqrJDeix zq}swk3~u>~arjg8b$CDmclcJSNH{OneZU!8TQwZ(FrD%L?R!5`00|h=M_uYz;pmBX zS=j}ne6bNAC}Xw7BZthZ;B!ACZcWpf_!Cvpy-Mml)?}en#_?C$neRG*bQTgqGb)k+ z4)k&}ihqP}R4(?yZu#q1f+{5(jithSCV71vz2F{o2^)!=c**p5Eohx3g?>$oCmFkJBeBE7;(U8W(7Ud)W#g)-M)2orp zlQzzpFA{jBSQ09!k(pd|b>MYdpkFa8A6l&|;&oZ2SG%75@MmZ~o7P)!cX}=2k5#7+j?XED%UFk>WO&X4N!W_u(YN%Fvjk5`s*|FG@XQZt!9Q(o zPQu)+yK7xl7<;(`W8Yjf>Ja2JR*m*mRUM~9c_;ef#Q=#4?2i3122A*=0|TZj0q&amNa=XMH`3*?Gn z7qQD3tk}FAxps-6(Seazate*lGnc!IXO+E{vsMXm+6|lF+A$4rrQeMJyRXPm_tto2 z+QPpoN>#c>S@b5tN|)Un{sOFy9>8*jI= zdfML9Sez99aw|c%Z`%;^wr7J9+lh_X>RqnvW3aQdb5P_JSD?!k{unjyXo2P;cY28f zmMA*EmW?|vcl7Oq`MKcyy=|KfY@Ag{C{>$BG48Ks2puhtX2od&)=+lQ4}x;`XaiF- zQTn&S2YpM*RqSp=@2N_=Zyz5xNT!r+8fU4kEPfGsu8uyw3qL747w4K9X!}HH`vE43 zo02fb7hV|tTMcK)O0Lg>HE@DT3w|Y*rXgo)h1As@dA#>b3_j$bbE#-!5#=H?&VJo6 zs;k4p(`~*|ae_F{Sh79IyQ?Y&S51Czp44>up6k#sLZ3$s>*ZA_Gx~SO=&)3ZDTw2_ zYenMA(QZ;m~<%wu!9U`N;!0VKKP#)g;6{F74gxB@}jUUU8>I%9A|onV=6AV^t*v-$91swoI2TJA%${V;nMtqqDy~J*rW^xs0{7J#hT2S^npa@MdNHae(gQKEy(x!#DJeT*f zUi|6mxDB9?MKM-UcUPElE>e-`#SKr*FLM(eA$tkQr3&M_Kr9$Z5!S%eVcv+Dv1_>r zn`SP>S~I5Q`;BoV`D=N1FsN(?`{zjHl@#zXh% zgZ{2cO>{mM(O70uHvLl7P$0Kk;jwPWuLbKO_n&4Y)|v8DDJjA2Br_nzs_qwIF8I{M zn|bDGkO7(09C=_MrZ!Y$@3%?t@i)t6;Q7~OT(VYj!NWq=&HZGLLRN=<*WVxHI01XFuuA}vAgDLTp6Lze;)) z*Q`ly`On>Zd40o|Aj&8=bGGn9UCZ5>CcC6Zg+cb11Er{={z@2oj0a63^oq#D<)riM zF4x(Om(kDix1PZ~a>^FjR(s}&4Vo8f|@vwMrXjE;Hdndlj`VDQFFnn;8_FQjRxJHB{YI=J9#}`J1)U) zbG!SHk@FRZxe_d`N#4%X0bNA7y~vM}Z~6x7-?Hd!Bgf9q&)@F*FhU}{9%ckg#M&$< zm}zP2#{-AW`aX)3HW3z{rO6o1Iu16&FB!A1e)`kQM$px@Hg1dnh`#_SbYXZ;jMw6# z_-91mz^=!P<2(4gL%|~4SrSkW^Z#mZV433=<6|>s(0rn)FHs*!UxR$jOPM&isB zq3w_7bG7$%%RlwVoHRJVs0)8a_)!Y>azWG1#X~<$UoI`a_-3UuVnz-N<6;6s^TvsvCacd}$8A;2X&3^>=9r@%N? zC;lg$Hx)L|7Rq8FucorEi({lUn>@C;cr*&wt|j~0Lq*Zi_yX2gKQPFL&G&iN$(}8F z_w)!*t$k0m5~%}F#2q$ zKYjRJAON{gIwny>5mFK+2#0@}#TYXtVzfYpH-C~?>=8=!H8!SYt=W_d5-b6AYJ>fj zkElPqgjtPrxx}%dv!c!TloSJII(Myh$m0|okFE^SwwYC8@Jbu>=)1(kH4Cn#QXM%c zOf~jS0kGuxIcMxvBoP<^F3XZt*tzVI+`1$5BpG|(Ra0K!Ej2hFwnf-sPojW)BtdrN zMGCo#{A;KVeqp1*#phpADUPE3)DDsz2FM$hSy9#kyJ7QPGS(T>UIG+!kbSrQ00m}H zuQh8@xx)wwT(K&UjWkf1hOz;HlLwuZ{cGUyOO#UZ#}n@ROByqZQ#Dtv{>wn=Cj>_v z-XC4+Ns=qi>55-p?bukh~moJ7Q(8sM>%HL1KWtPC{6K=|0vYbLG6A?-^bd z(%mvI)SgF1Ky)TzL8Q*GF=C_3o04TEQX5t!E5VXULD+)4%et=ha2&vC(Ms*~W|#4{gq9 zEHX~<8#TKGZ*}&o6rEQ%NgqFm+nJGC!(l?-zt1?^caK;05A93%yDg#acLT>Cwgn)g zUXO3Z8f+-&wMlvLuQB2VcEpNCFHVT|Dr#vKgo?Rc((uod_lMkZtQ0WXP&^>;3uKbG6sCxCq7kAAE~h@E zEZPaay3Ho4(JYoPK(b{F>bmCKIS;U~gEHwFDQZK)u-10k=66^sO3ZkIZ$FeY!*rh& zD9)+rJ_(K}7kHXn^B$km$tVjmG??Pn5tf%<#3?~25D?(nI@9Z3u4r?!y);Bd=}eH}AS$gtWQdSRDnVcX9`UrzE(_=`^y?+=l0LHhO>m*v1C$HH+1>`9R$Q)gV}1U;Otyt)La@>*r!5E;hj|#I>vaZG2kl1vk$GPAl)Yx~9vSx63q8 z0JTs@-B2fdFQ5pd?YqlPSZ@JRS+RP!c{*JWg&*q>+zjNtd0RUyP;BzOz9O! zLXiMD+4p>biWa7r2cKfrUq8;~vbPSQ#xG(dxn)IA%!sh4dVzGkq?wn}g~zIZgs`a+ zM#BjDuHt1PeEX5M9HdOkFaVh&cQIB?n|a~6WwQy({u%4!aGbnr+7JvR=feLa=eU28 za|u!EQ$$qhW$1RR-H4Ys{=)iDtp{n*&1$Ooy)eo!Wo#*2$Ht1$G5>L;kF#N3w%u%dpd zkA8J-H69@5efO-%TKk|$^pwV>$t`Jucc#luD}3}ZOYPCvBjcKc-A8$9c6SL{AzxDAaUFGS^6c$4pr`s3_#ION8m2hjS49 z=myDRt5v;cl!_rZBix|iFi)@-S28v`YJGx!vr&zLDgN$*G6e6#+f2jIKbcu_hUiuZg@MvXNh;=U3`~vuf^C(bY#Ei~c_uIp<3M>#pU!aS-_t1AFLO=Cl@r90G zfUAaK*4-{Zt@`CgjFgtAr@}Iij^MzJREfemV%5$K*oQJamQ3+EXTk-}KLvE;mlIFZ zfeadNvShV!W&n`^yCfEO8npk>e~9;!(fo?{3KxcV}z}|I_$BKntu~ zMej?U=g@l44`unLOtGx!4Yf+1CN#-8iu3K&i%>{dZ1q0StOslE1;B+Fy#l%u#HO8Q z#|`(mTV(v26qPEcNDc^O6h6@AN zCR3g>amaTWi-XDD0My!06SdsLW^iZev-X`h2Xs3pu~FkejK= zs9w4JvqH4~tPpD?AYaA45n&&~qV?X(zw(3kXsK9HDJ1Z|6Jg5Wo169as8i_@705qV z=T()Eudi!JD}LrY!+7_H-?AQUG5|pY_#Ie1b)KFEPbG)dB(N~)ewsUI^N~5acPK8+ zxES@mhgKt|F}9qkn=6^cPe@tWHxXkj_ce9q+*-T+6%5K#nU|kGzqWlN0cKhM9{eMA zIWx8PF)6=_m1m-9mS*F57Ve1ZG$&TtuJ5t8(Af{qA48~^EK#;ol^#JSS(JBJScAEj zgIJRy(@3>+hz@^j<+uArPh4)h$B9yVTtZLzOH6K8T$LId_a-A%rgl~a@wN-pKmz)7 zh|vTZZnpviKTG8<`F6VR_A;N16O&`#uQd!s9bh`8)(wHGOL=b1JcIGfvO^`_uXNqD}adX%mdA*|8by zDl~esuI9XHTeCv`wjJqLWLARM@2R83c(bw_HB65;q2DWA32B&HcEc4MR{f(R2@o#B z6_hjswBrtGkSDVrGzC{$EIz<%pnT6KTqV~Y*cs|lSjEzBubI4fbN631@ONt0FPsI$ zFEziv56}`J1su4l zMV!pVzkFHkNBvrgYo*LWCD$|6d9=4SOXltI_dOMtzBjBYTP5?pen6b`)NqV3ZpW@8 zUW;Hm4DnCW*N0z{|}S5#6BO1WXH(V(7;KKa1tdL&4=K#@{ELYnM>^-`?g)>X(8?F9Ti1k_{UEHmLu48{pT`XPhxrmlmdbD{PlrT8%e>9oz&aBX+`h4Ow3aa4222nZUg>JNv~t=Pd0= z+VkP@=^G6Eivk7SZ?jiqOmkHRe-b;5y1^8Ocv0XST0n`p?3DQYMU*O8@EJjxnAC^B_Z}X? z5+5PoIh!u4G#Un&YTBAT!TE!UZd=_C4^G>DfkE%3^H4|Q(t<(#>HpX?Q{o>rv$(ge z?FpaAJ#rH!THaP1U?+8O=QaJz>LAg+I6H#z($H8n0h1j-0`*(Jn6^toumn?X6?~>F zPRUKP&}!36FoT{{b@xjPQeL=iuH1NDQD*0qx0H;fY13q-{9y|Kr2OF?c;^OC>Kg7* z#Mz)AmCMg{qobpG0~gn4TTC-89lvMj?6kx1XNAl`EG%1Lk`BAp;?qr@#)Qs0Y@Hka zQ@5s&9V<8>!myR#fiZJz zyi`XmT_*{ZY*PiT8- zlV;r)uGbCo24`v5*nHQ9qQ@z4Vt%Yd&Op(aQ;Ctr9}Wvy0W-id=y_?C)fkWg)|tW> z>A-E4)V1t9n__ix*~KAW%kVI#^L3rmzoPkP@%~?nY2h8t5(Aqy*NeL%BGv$LNe4eQ z!hR%UPC&iuFEjA?oopsCBYUq| z-$x1kV6ez_BW8)0R`BeVIVM0sj)peYW=p=TZu}H@+Q?Ei#gwqdNY6h&4j4l}jZUYc z;L?DUmWv(pnoU<*Co*R1OyY<-985Z|KJn3G11M`HcqAB(BtC!MdAR`8y2;xB00RK? zHk?1)IoT;_9`vG0s1ZoqROeDbobB8Z;(Pws#zWH&AfXa!?&{MCqmI)@pZU6)Ac{@J zu0pj}&t?Z8_cr;XRY9(r9$y5f9vxG)4N$dHm%uW@X+#9LacykeNW6A?ns-m-M?5fJ z22RNR0{zDe|Hm;mqcJ~L(s-grF#+)>;4kFhiMo@zYarHR;wm}PxaFt3wf6X4(x-3G zFpuTYk(rSi z=dh0E*}dbkP@mS1bz(KlOwMYTZSbqot>zf_7f=#azuXanABqieO~s! zGdL<;`q^BA`hcct!(Ad@2*E^odN!Wv&pgO9SxY_jh;%%q0n9-8f11I6+`5+h8+m-r zjF_zAV>8NYeBxFA)H|Rj(SHW;gf3i{1Sy))4@MFM^Pi8Ij~4kA5hs$SntPe7DKGlF zJhCfozHoBG*5vmf zp29bgYXu+7pLe*?vP}{JXjc9JxPATJHf97jqo)X-)0IuV5GJiyvg-x9Etkuz*F-dij2btD2cN58y%$lx|6j!nf$q8Djr zrt(@&iVvrmpl$tgc$fAC2LrLcCX>uOxOMDw@Y7p`#=y5Q&mYjsg)z{hG5Evj!$T~8 z=91Urv40oZ-L0S9$lBz#6$sR4@7qsnh^VOjQ+Te{)UugB8;}R>MG2BsU*TmyO&5%7Wn8?>5_9G zTrb(y!9h?H4A~l=Nq(m)k1tv)j|n}+tq|ODUSKEKa4;en7j?nsL?Buqr+8go2FW@z1FBKIYBVklLhXZwY8?or? z`}Go`dKyTaUL}>^A~qgWYhfS1H0idjWKVOOFN$0_J4PtM#IF2J9_aThm{Ra*`JzCp z3(d6J@?Ul|uaKKJKLuVt17zE+G$lE_(K019wJ@i_)#WizzoZIhO4OH+yY6EbvvaGp zjunSnU_H)5ypPO6sVH`uL}Vt#f#n?1*cTSLpl1SNw})z5OF9F(`O856&K;jBZX z(3eM_bSH|5hP}{?0jPAj%l;lLQma_YWnc$fT^s=lVO!oK@g_wjtka2@ka@n~PF?=l z$qJ- z^=Y)S)Bhq>6Xg9Ez2mMH1_hOUNek@5;~+&kL@8iys#~-5AoSq+a@J|Q#G6yV1Bzcr zECPKEvXHn8iKMUh8w}=iT@#~*@#(6a%f~g^4D56!-dN7Ymq@H`YZ%(guk4!moY!a9q4sQ3mAY~p zFNk*8smQ|?-pJ!7Mf+>V;bo+Tu;nDL1Q|sVs=U0~f!sH*%tjD&R*#p|DEo#RsQa__ zDve=0cUw4~*?S~(I9I)jwfsj*;bsd z>n{CemRWGMOf}jDdkJ|__|T$y((|*L_Q)}f_&^x3YGxW7{@9~)mj{N=LdBZ%JpB_) z7x!m;+MZlF3F5H@PhugvQZY&f|wi`-;m z9)YX-->pISLzc?i?R}v5oFHJ7b-x<@kx|43f7|kp_yu184sNavD@4AG-0w+Hh)pEQ zoY%VC1bGm}H8eCVCxEHN-y1P-Z1Oy*s=8n-GsZ^_5A}NG{Ie8_8GxlwbrDpQ)r?I` zL;pHOH|FcY9TzP@N3gjpw*+>dVH{j2hc=3@Uh04|V~sv+?Wu z4bpZxu9ntq8`I+tP#}5f<`=uy%Bhw%hw_pF*3-X9crNU&B0PARevXp!&N|C6?;-dJ z_uUnPv%(U>M#CN*HAe<1g@=F2Izf)7GX<)7cVuF!Xc~7F%2p6Et^;wS8$HpeVV=VT z`2HU|roXjG`JtyeY%GP8dOA?~glY>#@h_%z=%s+Vg#HKVINe(gwOuo_rH_b~D1`HC z7u;T#=UR9;sCJj8n8lWWeqYvJC(Q>aHEj|L|2bTTFlwaD3-iu~+3k5J-4ocb8y>?d~typLLAHx;LgeZvkfhSEV-8 z=WM+4FUw01^vV`aG*Io>2H^kv*FS?-c=7ZY+C9wm@}UM68#~z+`9s@)Ey>Kt_P(k* z(W*gv2zQpc%i}Dics1M!Yn(h@kdZ(%RdUPu?;s?zz}9c6_)379`5(+Uxo&WWHd2e8 zI*I+%gmYGa5g}J>0N4~$*4gLXLsc@8 z@WT@(_4+;1D7DI~(l{}=qLpXZKdKI24xst0?+{mizsD2>93Bj`r}(G70lC(LgK@nU zLZx_EcB}uORO|qRse}VSm__FAEM)8xiFtvx7zT?DwjR}6jV-kGzkpD(W73L=9>*ge z!*)qnjX)qUyb*gh(&MF#Cq;t-wv1<<)F!;D-^Ko5+2cmpj$W=w@-BH*S%s?9WJ5iX~!8`gvFp z^xM`cD+=eXNSJWFG*_By;lB8THsK&)$&ed!00xO?3hmw-$NqDKq2Mf z?C>jG`t|(^mT$CHF3$reVA^HJ;|_(1W51|zBs!OKL_}8$Ft3g9UW=HbN`D3g;%7k_XmtokM=bQlHerVs0koyH% ze)8rB|u$hdvE)xH|qe7YSoYx`!$mh&HCq& z4MprF5b@Z8YS3qG9KV}MZEu33(>xV3bcWn*!X|G_aFE)nhNd8$4mm;N&bMpVONS%u zi}>xzgd6hotsEIjYe+8ukLH#O#{|unF0MwKvB*xA6=(@p+KP*(ndYsshkJcU2gVr+ z+fKA2y83I1Ig7!8r>F}QrQ zIi*wmFJkC9Ag}|O7npGrr->t1cGnEFTdoy67m%6I`OiIFTx>JHTgU#wKHW7)*#l$2 z58XY;28i-1gj|h{6a3#DDoA|bnGzs2eA{MaFe)jU@$;J(R53oL5r7nKZNr$5@$ArlHf`skch+_478~m!3;g`cUQ&?oh zCiWsdb<9D11T@!{7RlI>p-)GuH?fx>BOFuXO$>ov%aL>{yzd9;Kyxe8j2=uN-%4;b zZ{G)r4{+i=5*ratpMUuv!C_wE-5NCMza7xN+siid^64DnEE>jPoC(~iIlifr;7bEL zv6?rAE6VAmnFCu?&$DV*1VO@$)cc-kxASH;qUd?@Dy%!($^8Mc%vN=UN#TK!5mvgO z5VC?M>0v@Hiz}L|9C4QKGQB^-qXXm{FYd|<-F}@L0|@;PzQ6lR0TDD&{!e!a8XNM? zn@HmG;s&4NHesr{ApljDJ(^`HAa7k-ba|KeIsbMA(Z&D!2_Zl#9@z3&Q>W;y8L|f6 z%EyCL<>a`@8Eh`H{>^0;JzmPe4OK+zr$Be{lV?>^3vMfiA_-Y~GP9KEvMb?wjz?p} z4+<_&Cq5nsy|(S`={&^+?sGGT-kzMt`IE)tZ=}+79X@1PyvIw>c39d~Q!t zbUmzUb2U#m?{a1jtl{xqD|@sgcgoJwLcX2Nl#i_e3z4ef&)2efX|zHTQ*FAqwTj_9 zoy4YQQ2~Syw=qMDN*~1-yQ);eG$vY1mcgu@-%kNY+^9N$`m|F5=GFY@M5c)l5}HjYy4`=fm6Z{P!s9yb zCm1&0-l^(Dt7wpopu0CrdfgZ)_*G>mvX}yGc*?n<{dn$A|gPc zAXy}J&8$qT(%!*Jn{Wg5bi{7@1!XB34Jx||H&N6ux@5;4Ie8ffhAJPy{?X-|`GL+0 zL6fFZl_zHtIHnn6Ms)Q6bQw419h>B3ulHyv9j*zS%Glw$h&q3fA9IpQ8mF4AwDp$J z)oM5J3?hU}gZ*zE(ZrP^fnLVa zkANiOx5+V803*v-YR4Q=NHQ^|!R(SHkDIAOkZfhWr-Xfm_oTBdS}|i0M8yj_zulzK zIT2?i*5foCB9bK){%Uk7x42dOY|sf<~ z)W#`Tvli5}`dE{kJB3`vbu*J5hD*X}@Ua+cBydm8R%sR9=1hk_{L?U{mz#?*4 zj2W9uo=LS3l896Y?XlmSZ2{up?Sw)!z)k+?sH}zQ|J6nnwJR;Qi;kx6{Jtpww9*ur z#aglgLeC)EN0kYzx{n(g6m`WL8oCxD4xK!DwU=uT`2@DK3h0XwV-BZsi?z$swh8nN zAvyt7H1p$aed9Y7Mf+QI^WCQucuPRc-?0kFz4I4Z?uQ;nAio*?lw*<1@r&(mv7p5` za1nK~C@&|eblH3<&tVhK?$t?Ar-Ft`f43&Yw`>1Dq9HLcP|aDQ>{|QOta3lI<7kw& z%oW{6S2(4wLr6n6D()}Ht?$-6Dr>mL8$#w__zoU`b+EPNd|>O))=z($nqIC~iC{~n zvi=cqS1J7ub0#}{y5jRhd17>V;2SC5?AttoqLZp!EKKwypPp3NsU^kZI(jp3E3-==9Kg7_iZuX2GQ!-cieHCi^lh6VfFBqPL{xZ7j2RYB#C#^Fgev@p_esjJ5dxfcHzle zdV`m`v7fsckFbq-d{_8vq`D@DXD~vw)Yv@G6s($p01~utqk(ss>SDK|&IR-v&@}Sw zMp&Jn*Dh97?G`aITUjG15XD{fnLhGbnZzg5#k>jR?@H1TgQR#%-cYBoh+*BD;CWxX z3MG7kHE)RI{`;vRa6+XO8R9YZAdLbHpopw!^wqIuXd!yE>e zkpf%eRoRnQ6Dx66AA0h;XSume+5sxHatgJ!zU|AYGZPr>;Z}P-k6rH)M!)3r3FZ5r zwfvv5+u12L(3+dmI!);nYj8Z&tx|;;m5}YZrQ+hm@!Bza^nntuuM%6F-J(V3-+*9( zr4>Hs_D><^2Y(VgZ{$vuTmHxT>Mjg#hx)VSZCx@QL@ac5Ml~lbpKJrHSE6C|r08{! z``!@o5$bAY9Bm<3bK3I#h4h(+OWj;}^WpU?fpa}nEvDg`vi|73?QggDUI4pqS~39*f~f**R)j#J?s z8G8C(+5{;zoS(4fP+)PqXJVR#UKjyvteHdug4z&;=&MNn-4&Pz;7#2ocQikTS>9 zZQ9`+G-c-dSz6N2yqMZc`t_&;0t^T7l#@1ypM2geq~{rx1~pv9>b_dGGy`9;mg{ww zG{`t$W-SmhsJNn=(v$cxeUzEWeSO8L6Gu3hJd|5W?t(NmD1iCcgv6^x>-Wj;aHarE zZuCVR*y_Q{ylN4s?*$8bj1ATYID4KQ;(z0C2Scv3FgK^%eO%Ip@uHyokjnyqnPp-! zU5Z%4>cH$|G-uafc;S+M=dk3bVXfL(#xO$^5_l=@)f{O(NxzX={UFmP-f&p*H$x}Q zH~0S2-4KI@CG>vSLBxvt^wwd5CK)?MsCHY$jQzZIr|WcRY#mgA8BuTDz|tsak(gMJ zDVu-A-d2D^%AYcE1v7AZc?NR!pNDsE%Jd@~YS2ocit^{p4i|bFssin<5m;`&&Nu1| zb0q*{xJhGw4a;0mwO%e$(T)M4meL8eBKfxy0m+2AYI-NOSkvxHt zt$Yaa5DR%LrMvlR>CkTQBH^Qa`OT-J0Rd|HXzo481j}IR5XD;( zKxN5?qwT^(VO(+<45tEWL3D69rVMJeCF8`pLR>!#`RL^RDFyGzyGZ$RJJmrTeHdPY z3qHl!&%^&t&X#^utz4=cdgOxP$HSM5ny3b{Ufnbr*YPuhIZAsjz<@vrtZ9_MZ7RFL zZsptr)9w@Gc*SKKzJ+|9e{3W~Q)mxaYi9?3W7ORIUVLKfJtVfzO?Z4I+oAIY*~ z2IhEW?pw|_R9gi7*c;(Uk2vjQe9-$~Z#1tQclw?47YoR_F>t0W{~y;gud*ltLVBzf zSkROjo)VO2sv;)818a3J;c(gmz&?T!MC|}e zc!}3kjyR9&N3LkmK}e203SGA33siQs*CVcjj{L+{|B3n3nHtYC3-TTCefGXzwBznQw!0HFVZj8{` zi5rPc2o6r)C^JrFv(vdV)iv2(r(@G@I5xh`b)e_w45M6phW2DQR=l`c_GXJF8?7Vl zu=|&=YwT@Oav6pdaSD?OPmucOn?jnEJhPsMN2-rQ(KJ?8&f9FJ;M+UN0CNy$)ko^H%tyh(6@N-i&dVr0DHLVRLh8YZ*bHgS<)2w`w`;*D$QRxDD-0*RiI{~t63oOrZk`~HjcrJ^9Bb>F~ zzX~B_s$&74RE|ubFC%cC5u8m!&AxhwXpZsPu-+XxQ(fqxrLWY#H zu^{l9>N^dJ5F70l!qogmai|Ydrporj;9wGBwl0Rjwp? zRu}XI3^38qNg@z3h5hDM>})abjCKd~4_!3=2~2eYwd}z<1SheUlPsRwAX)4l3B?ho zZO}X^M-_tYre!*zXMf6kS);)M9y=?B{`(KC#)tp9t}wP!0NU$qR*5FvU)8ODJdq** z))3vS#&@RQwf*kIFgzzvm?pT-O|FVgKlWH#3dW(zcd2mtySCq-*!K~{9=D%GcB-z1 zBmY2)t7sO$v2Xy#%AcO$S3g2|qAJMq=VOk%i_1U!k(5=6l z)?eWp*S~b@0m1)0Adq7p-$i>(SUjzfh*wNrGZKSV#H(vta3H8=tIpN8r*LU36iufw6mkA9n$uo>Lj5|T+pyXCqQ0{9`)TM6sJ@X*Tv0sSvd zCg0PtlI?MN11h5ujNOApV!^%%Sw=3!Yec5Y>kaAm;ei(^FiQ4SP!4QD%Krsq?WoFyO4Sw!ot;2!a{rxYs+mvsV>>II;y?M8yy!< zw0z{(VEHH`!u^pS(#k7>1XE-mZ_Kvo*|tWwe7f%n-(2Wtr@=Q1*Bf?j0EeE=DeXK> H`-uMn^HjJn literal 0 HcmV?d00001 diff --git a/example.py b/example.py new file mode 100644 index 000000000..e69de29bb diff --git a/farm_haystack/__init__.py b/farm_haystack/__init__.py index a51f248d7..98870bbf1 100644 --- a/farm_haystack/__init__.py +++ b/farm_haystack/__init__.py @@ -60,7 +60,7 @@ class Finder: retrieved_scores, question, candidate_doc_ids=candidate_doc_ids ) results = self.reader.predict(inference_dicts, top_k=top_k_reader) - return results + return results["results"] def _convert_retrieved_text_to_reader_format( self, retrieved_scores, question, candidate_doc_ids=None, verbose=True diff --git a/farm_haystack/utils.py b/farm_haystack/utils.py index 2610776a1..026754d3d 100644 --- a/farm_haystack/utils.py +++ b/farm_haystack/utils.py @@ -18,7 +18,8 @@ def create_db(): db.session.create_all() -def print_answers(answers, details="all"): +def print_answers(results, details="all"): + answers = results[0]["answers"] pp = pprint.PrettyPrinter(indent=4) if details != "all": if details == "minimal":