From 74c0df8df8b1840add511127d8313d6f3147c643 Mon Sep 17 00:00:00 2001
From: Paul Gauthier <aider@paulg.org>
Date: Wed, 15 May 2024 11:54:00 -0700
Subject: [PATCH] svg

---
 assets/models-over-time.png |  Bin 87658 -> 0 bytes
 assets/models-over-time.svg | 1742 +++++++++++++++++++++++++++++++++++
 benchmark/over_time.py      |   40 +-
 docs/leaderboards/index.md  |    2 +-
 4 files changed, 1768 insertions(+), 16 deletions(-)
 delete mode 100644 assets/models-over-time.png
 create mode 100644 assets/models-over-time.svg

diff --git a/assets/models-over-time.png b/assets/models-over-time.png
deleted file mode 100644
index eaed94a53d03e3b2056d23bd149269f28dad82fd..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 87658
zcmbTecRZK<{s(@ckS)6+CDo0rN=a5yp(!)UiiW+S?2^bTWu-DoS!I-+ksS(UkH`+0
z+2Z%S?)yIHe1DI}@2}q<=bZbv`FyVHJzlTpdcXb7o<7b<w~3A*2u76?N7V^}YM3A>
ze$!IpCvSJt?7{y?J1FZooVPY}a5AzpB~BSR*jQLQSX?vazhP=;f6dxzujoP1eIoo<
z9UN@z4~dCc{`VI|t?jOeZ50%7#D{FKIiYJ$5X?s8e<%{<Utc3A2twtkqK5O+u`VYa
z_Ldf!$%(Hne*CnYEUf3won6Pyk!E;mj8dyHy33GpZWFx}`+DIypH?*%dc&61b1b)8
zAMCvE`8&g<TV6^=jGkVEHtT8K%;b(QwFUN9YQ~=CI(-?CsNkmE=FM`1{IBU#pIk?&
z|M_R~2b2zf{}}((pRYi1=)b?l8$&$%&u=X<o%KBZpHFb5*{!ha-w!)dNW~t*_MZ>v
zrl70e@b3pam>|{<|L3==oIL-}*U0?;{F-S-ZXO=5%D#_PRS92B=f}I~`GRTqg6|c$
z%xmR+NDv9Gyb}_#QO;vk#8LPB`Sa=1*55xQ{$4FQK0ZF)Gv#dK;IPtsDp9LkUf6U`
za8OWKo?OG|%hXhZu2X-;eG6Zxg^46;NH>fgy7Fa9`an=n&_;O^{OsWZpXO1G==^+_
z`09rle&79*o`%;5EQz>TPc%gxur3_V_VyJXbycI?7OITlTQgc*Ts-Ku^j@Pw?$&SG
z^z`)o9sJXu{V3&SWb&=M*pJXI)+LWHY96Ty_Q#m4_670D3N_vE^77i>xp6x4>h<d-
zwY3apW@cwKG#=;aKRe`TXl6!z{`|L17G1%oe&;p6y|}D*;4V2c^8C5hUBr>9Y@^GU
zy$@J_@0lK`IiaR@CoAhlZU;Wx#Kh!-`=2HAeGeNS;D2Kcirhm*v#&P^rCi8NqQ3BZ
zCWcRxoI2MHBZ|BF<&&HyzMnmJPSMC{+v(?rb;q;jC%T7jPb=P`b_*P2{d<n5qm{^4
zJeQP|G~ATT<$3>JuK%sNHz_HF&d%=?_=~?6xHKf5-_@9;Nl!;dm!Ov|O3lm{VBYdJ
zRQGK{0<FxAG0#Vj*c==kV-pg5Z_SQ;{QQ~mfK}&ir|1BQh2`ZJZp(A^&CNb}d511!
zS@`WYZ|0YmH%Ph>E$hPRw)9&OgAw!cr8hO>Cc}lvA2~N?%;JL#LMA6|0(kaPS5#D-
z)zb1QER@T0ng|j&9;Cp}@>ox5-#&KysTY3y`0-;yW8>S2=U;E%wk@_+GUWL+c3BtE
zTg<Dg%M<Dwf~!?GYD?y7Sy+fv1a77g5D?fcBy{A=8Rnutb9#4En=;K?COfQ)6ptUL
z!RufB{y{oykDkx__xs*{)>P>UefEq|OiZk`wN*h$iR%9S`{Midm3dN7*-Z78tF~yL
zJ?m-U@rUCuAG4&SWNW$!P4?TA9k%=Z>V`~e!uF)4r+eX@_wCzP|LWA{6oVqZn>TM7
zcZ|1Z`kVKCyhBryGE?r))p_Ij^XKZBO24Jgs;g5HN0pV0Fbd=#YiMdVr0DKVxtPzn
ze*JpFJNi+>i{mdY72LuaI@*=zC~@oe)w0UU@cif($Ajap)IG0nX}Nd%Hs$Zx*@kRu
zgQqf1Z%d?}AGD>sn1AE$+qa?`8XEO4RoFyy(ukiwf2#BL&5pMG7##G$j47(9Y;YWH
zR$g2E!^+OSLvyiu_w$6bm>9ymImIh7lBd7Ff3p7*Te{_XN{YFO?%=l<^W$#(YRAkR
zdvPpK+_v}VVeE}+%c|PivilsuhL)C$d-m)Z@62`hss6!Zt*|p=tDI|boU(s?o}+m}
zVxpq5^7_C{`)|K{w|8#5%fGX;Q?jPeZJG1@>(k1QcAkn!Nny~`)QouY#JDrZmLo`A
zMMdRfXRf`Gkr9QXqvO?U*FIKMP>;5x9><Ofy+rdc>8Z7{<lepMH-24sZ{EW6<jE6^
zk@v%gtXsBhNxL~Ss2;7@AZ^{4aIRC*-hM{%(Ncl?pG|yxeByie-noCD&cVT<r>DpB
zS4XyexAc)J=G&}C3iGfY#fcQ`lTgw8D|LL-o)m^Ib7P4PH_x@Ty}R<RuQGTqaZ*bw
zEdJ$7jn?m)$y({pWSs0Au{ZP7m%mh188R_3>EBfGm>H@Q(-f7Kj?~rF4b`*43#G)w
z#Avi(rkXKvk~Nvu-Om~M4o6Use-U3jG%%1(K}G#If8yMWW9cO&C8`CS+b><Zgzw6#
z&HFVrrgP-T?XnCkFq6Z4XN;xY+}xzBzaJj&F6UTdP*zr!sL;us@UN<RD8NI!di{Er
zR(Ef?e{S7Ox=Ce3Mn*>2t;?pSZIOGg?BMfHU{dj5+$?n&pOyU8X{Vgr^Zj_f&Ux$h
z_t)a9{p4o+xx_g2E}cDFy!88LDIv}mT$yFnC6raTFrR#|VN`E=uhvSAu#!f1u@_a1
z+k}XSh>o%Gc5Tr;djkL3y&I#4+GN^Xgxd5rXxEwNCz^IPq+|PK*bjXPU6i)5wKWPC
zy=W{XB($+*^yklXtTOf4D`sYrSFQ}%b=P#eF9*7<uIL&sug({(q1LE8+G+9irHZM0
z#X3rgC`nV*+~x7McdyIb{N>b886J-~is)L+jkTrV^Np8ptt?1ncfCFnt+PD$tHvTc
zB}D{<{Zir*9_q8Dz|ZXdPmgxh*4L-i-pb6(Y@6z<6wLZF_&MsNnp$#aOR`a^&)Dav
z1M$^9K0cC;j<b?ApK5B}nN$X;bWRM^gx7SX#>Q^TzwzsdgSEm2P1$bA3LOWBeaYIX
zmvU3@VYj&~Om5SDwQw`9-{8}{IX2cw6_v!!I;W#YkA?<Cu}sgN^E_R3V6tG{u(Y)F
z$y28SDRy&Q^~EB;Cp?3SFGMp;>E-D-(&#5FV^p&4#%S{%yxCq(78ZWaqZjiW{Di~9
z!z(f3IrQ(y<(Tg@k&%$F`^I>ubb61=%EDCqoXpMX%T@*0VyN224Gj$<2M<O#{%Q}U
z=n>7^v3{6}hN=H{khJ|^8vfR9K-o){kTR>~PBfr@i1)T1pkd~#6*VZVU0od7N`AeR
z%bdllgoG+0&Fu4&^ba2nr)N|K@%B|?vt{73(#UTg`ob%9?dy(;zNs?No&Jy5V|ED&
zrnjUT?A6oLqxRIja3KT#$G@PGWBo9S>B-ZlgPIc0-$QFn_w}XaWM%z`;#<+>O;*3Y
znMLCPr?J+LnU&waKSz(aFYB@Tv@6H<P9V=-9|}V|J3Gy#FTRwAP!O_=N~!0D8wBR+
z<k!;ZxkPQeq=>&q!Y+jJcS*^S^r-#r?(Xq(+AGVN`lr?p$H{Nry!l3N*#=Ht-p{CI
zJLlToXJ=o*=F!(}uuV=#NE;io@SDX$?<G>MeS4*zt>Pep5|1hL!w!kymA3O%K7Rb2
zTDYi$y}kY0Q)r7P6&1ZcN6SZd6}m;qx-L986(tp@C+|3-k)DU5IokYY^Sm3cy!+vN
z_dkdHgM!S$#SF}p?lBEiV_M%eUa|Pqp4qu1W!awgXxEvH;o++{W=Av!dwaLv;Ct|!
zCra9Wr;`QS&Xa~1zbk7iGtBh#^d=}lSMXE}#3+_cVurz{82{T%WYIune8(krDedXg
zEfo=yd#_!&Qb~xPI&~_`Za{Tz@`n;92S@qoXt~eN`iM07wUzTJtJ9Rfv#q-&EiEm_
zS29rT=2jN%Ir;d$+?e?O8H+P_!u0CZ1RY(u=(>P_0B(MUUN=`)9cSl*E~_ij`8Gc&
zoldVWUYef}(~=Spxbt&(Se)n_+9fF&qI~pd8s0LUbI%2F;-sc#X5*=+SXeegC(X^x
zIk~y3;$FOHLlta&bt)<X-F*HQfZhl7iSqEL);uOD_|s15Y0T<n=B;v<$u+!Vhj-xS
z13|(qNt(iMPnwzSbosNC*?MKZI#hTJ{Y+%<-bWqd7}3tce21SUU!KWS{=I%DzRPAA
zm(#t9jr~ZZ9daB=0}9d}$=R^2n;Ll5m8x6K^9#3$m6a6(VejDZIOosrpWk?hW^}6x
z?qoa9LVz7fF?Jpkk^TEae~yeuDzwt?%s_K{+v&%)Ye%yzTCr6WxsPgqFmmaKP(38P
z6!^7*>W2I;ii9ydr=+6F-Ask*5SlZA{c6uO|KrDxuZ3I2&~)^JE73G}SlRz5S^w5D
zO3Jb~jEkM!ra<EJll>;wuAvlLwZB&p@f1F-?kT#RZpFgVQmsk%oF@~lOUMp4(fjjq
zoD&Z}S5@^;vh3Qm%kKsMhYufeGC~)>03Fy5xVpOTuo4)F9Q$67-#Q&aaqHZ<hdTA6
zqocy<h1RSw^P??idTE1xl-{%NczXC|h#nsc%h_?K5j<Dt5(=GK*Q?%2<LlR}zkd5x
z-hA)wT|c*-VwXPXBr!ECHzb@BNFP9X?W?}&;-c2+F=el;pg?4=l-^_R46Hi+>`?m3
z%8I(_mD-4NgIC7JyYlr3hvE8de#_tU9EG)4F;B*$h5Hm}ieH_H7PXB6G_?76^YZ1F
zWtRFEFQR>+W^=}ba>dM#wLPNe77V02apnvfgjxJ;)e7$A<%y!)TWd?BVt$qzyL6fw
z8`<^T@#$|<Ud~**aADK(K)3-nF*q<#zK4r;T?$}8C*vlSp@%s+2geV*>JRjqcKx|1
zg~qHW`tuc^Nx-QHaj%Y7m;VerOMRD-p@R*{!@osYYx+QtL<OI`d+nd*+6W1yk-nYY
zt}>uU(~PcXD3*SHd(Fc?#v>%h9wzZa`3ztg50Pc|c~gZ>6O}^)i=&c~k{{QZ00}9N
zRaa_HOr}JIcY#uzKMA42be*P*^0E2{!_GWA6iQ)u{rdIz+v^|p_g{YNly!OXvWZEl
z=d?>Do+gLy{#|;mu-uC(K#ThP=QFZX4>ly+Vd6bxQ-fg^Y<{86*-&*Sl_zH6dx4&@
z-jO3mc2M8#$g=DU<J$UN_o)KE;m(~qLs!3aqC6$%r?761jg7UK?*C-*^J~0ujX%w>
zt6VfAkL1zb&mkd&H$30Id|4*vy1;K6g*s(-Ac2}`OVu7RIXkoA`q=nt%hoh6^KUib
zV)0hzm80(j1Ta{+VcG6z-nMjU_g{bc?csVR|771a^}+dgFoIFRUyX_96Z?KlIg9Mv
zdCa&Cz2ogrR{xcg4kpLcCvtr8Z~%kGMC;^_((-1vYo2ct6F;G_slE{t5;CTyre=8H
z`t5u_xgr^T0A_7#YUt|8eKtU{jCbGvEYGX0JY7davzLvH%?w0G!tioHdZ@6r>Pjb<
z!KLZW9T{%RH>A)GZ!An2S?QiV%QDYb<hGnuE9K7@dQL+_#QygQ6@y!aZgXQidnF`{
zFjQkGt{ZFk<Xj_!_3T<bZVrv^(aW-lewdPyBH6Js&+lUDrGooR;Vjd<F*|I%S1KJR
zzVmL{w26gw-9h)2oYuUKY-{@sQQ%4X18%M>3#`Fg<*A94rP0&}=-WA6kN-MvgWbMG
z+HRez+}2<|*(0i|bcA7<FRN*DYJB{9>|=sOjhk!B76t|90JPYRH6uTN#^UAU!#oxy
zDL|8{_)o@YaRMg4zxIuqu)$9xvxR@IEY1*~LA)|Yj=dT?pFW&}Jy$6hz{VR6NP@bj
zVb+#(GJY=p>9c2oq6fsqdsgLzh5eU3&Z!>)j(mT;N!3^vC{J)-O2E?WsJ+VgU|n?Z
z-YZ`otL6>$_pdWBFc7)${)90vr56F<UxKPZL4134s&t}g?b6SzMs^w+n&IK$6Z$P_
zMoO(69aJn|%J}0_QUc`MmIxMiCUmXxYCki_w0G~6N_`lUJKu&hHZ|q0S$E}Smf2NT
zR}-FC9HL$(7!9XY?n4e&BfGhPo5yp&CGNz<Z70^&+^%7hMXHE$aBwudyHclKv*;?P
zUHD;!2(Ii4%9R|VxQ5rD!(7CN$%Cr<`T22Vy#Z0~T;6@EV-?ln@9&sje0bEsN=Vl_
z+p3FY^JahG#QTDg>_!2$L(L)gcX>J3+Y5&>FcTzc#9Qa&=GxXA9s1_OxH%4=#gQcq
z3TxaIf(nv_!r~hks0@aAy(vl1HmYcCHEP+TB0}RA<?33_n>TM_laekB-iYgSpC9L)
zj|4L>y2?jt1nhW&*JrkFIcP&159Z^bmpj_lVQFDeAES6jXhPud;is4vabdsRF1au5
zq@<(<#+4i>md3keh!Xm=hzM>%!Jl(a^_~uJI{hN|ix#?5{@Iui6VS(jW(oqFiNlJD
z_MPW(Wn~H$v!?Hv=Gu2nr)Op!hK2cD$h>Z=8@WeBWXC1Kf8VvQN0a6>c3r%9(XVEp
ze|2r>mGgs@-g0_^BRdm#BGk$sSohV*$lCyhecxW68Scmy1Kt0D6><FdaR-!;65S21
zZf^MGia*P#MXR^N!@2Nw!d=gw7+P6f8oz~&3F1Tb>C-3UntKd9x6#<Q2?$Va+qSK9
zejNKZ$8nUC@LjJEs=4A5aAK<Ny6%D6`)uolG^LsQ2M4$B-_LRD)~(KY<tH-=D%g1?
zLv_&<1dv`?$z6J3i|qH9^`>O)GriNjLkTE~Cp5$NS+X_h>FDT;e^$CSa_Yp1Vm$lQ
z^nlujn={l<kQ9N#BRhZswl+66J5TmdJU@K1<ntEw6&c~5TLiAppt#k@?o$0W7?L#O
z8ujGKePF6SlCF=ka&X**EOVkMEaYe<@5YVliG5+e|LpK~l~15~#zM)(#YObW4wkz#
zDvu@$0WK`BwPWNH^*<#RsDAzWm6Ct#Ca^6Ooj%b?5RaNY!ii2v3x)Baj~)p$-H4WR
zOVSWi`LrbOwzMwhdZp$!c6N55%z~@eWA6tk?{m~PwQPUCVRdy?Ttb3^e+v&QH@7c%
zQLJrWh4_I3_kx3&7hDU=rsI0_8|~*Xg(*7eajKSy8_-$?-f~^^9U2<)=Y0WE&@v-B
zB0=K`#;wTDqHyfkp#QPY8nb^wUJ4CS^sF7f?)qsyerFxkS0Ulaq{J-E;{_P2d(WQn
zjx@ia*Vfjqjh5dk<1}6dgfO)@b0s1&QYGd1xpS;QIORa2x%1N)EK(BjVc?-eX*qc4
zkezI0Q`=yMM&+W^&YjfQ#CK4W02+gVhfDyFbATf^vavOMxM}}$^QGGP$;BPs8uAda
zyo=k~c-q_BF=k4JhWuu=5nf<&+a)Aep}gFoW?YI}@~5HxI#=~r<D7!<Cc4zPI7$?a
z^gov`Uw*8o_0{!5dCf$7W^!k2;C55SF0s^caAD)`A8x9LvaQ#Po7R+mI}x}$CUyAF
zpM@!t(0K{aAX0lm&91;(*#22^?EG+(Eiy9FHz=qA<<<r~XWhDWkA-Ubrh5AN?tn;^
zwzqF0e}AMYS>kfl18d16u`llrI&yx#^A=(Tp2jK{XdG?S*Rmt)M{VTZ)-21-c)lFN
zu1}v5OAHtE9?TskRy>M-3wDS1b~nYVg@-LC1p2<0jWkGd?hw87!55`STj$tsTCaVx
z*UioQAO@*t#yd}L+Oj183f-N$Atgmc3TO~MnVI`fo;-<-7X;W{TvJ02o)W4Po|Gh{
z^;X{xpWKTTnPWFV2eR+wGCvO4j<)6P#ZqWtX{I%tC!ZcXm-3mDlk=d<T#AOJsQLRd
ze>cbJ{tfNf*1@1gRaI5R4GpYWSy@<xiV$oJuU+#)!}R~`B)aEZ$F1MPUg(x5G+zOl
zgnnn<);}5t)tM6V*YD95X29fQK#Alu0{c+1$lbfp%%XOU!{eCNzI7Kvfcf6i6k$CZ
z5A^o-8X6g$Gt+HgQEb>7fF<xCG<1D*-En<={oG%V_I*fODAzMGifw)OkQ^i^K*ATZ
zv8dwW;*uQnyEiwu=r^RZZynUv)Y8&Q%g88sDs6vON5?lUO}zHG?B+Ai4}ZicN}wF5
zm&Uw48CfDb_hV>?#>K@2o6Zm<ItSXAHho34dV_cum=~32SzYUcZAxjD9a1k}zU+Zo
zkd~IFprgZ`J??UD`fz=QX^mtyhudHin%a;Xm?<k4*L?Yq7X+^BvdpfDy_O~cntB~a
zXJ5s~D;gLSeSNVFWO}_^G&67_*4TOD{OV2V>QB)G^BjKO7QL895FkVWsJSMPU>1J=
zWW$ttL#t3acFad+m;1tGY<u?$G1+cWsCsQ}ZD-G)C#P}8VEco?+1<&Owzjs|HOp`1
zqP!o7;VU+5BUa@%bfV(2qUo{iI_<k>ZDUwiSmzqo8K3iCpX@g$mra&s$88Am)z$a)
zcF}Fwp@Lc!QtG#{5DJL>N39blPDILD-@SV`$A0K^;sAzLf1>OT4Rdwp0sgUqwD<45
z!^5?6JN($KJ21c1zc}>M3@JqR?2)kPQLu{K{SjKMMXqAbZi<filfT=Xmwx~C57MlQ
zmhVG34}I$bM!|j1CZ>#)ZhCs!=EjW*sJl6)`1fL&U1CKmC4W4CY=4Z8GZ8sp)8MEV
ze@ba)_o}d}_0BAI-hw2rJ_-O<*X0TgWXG51vi^V$5T1;SJt_8o>k-0MD;}E3U3Ud5
zxN~0nw_C3LP>{~;60j))@Y@`PqPUsj;f5DR*RE|~W)8N?P8Ka^`xV-f)!C`v+TLFB
z_3Osv`H57G0<cmM`+RJnkN6Qej83~`WqBVyd`NhI>a3>QWKeKR&^GtpJsNW3qvwTQ
zcpV$-#VT;j@XyjL;r-(JQGuODE#22vWt|>rhhUaV@i`dK&c6K|i(hAcp=VJLsBl7i
zS<Q4)@4dJ5zkgrIX?O`T3AWq@7nfxr*-Of_i+QAXLlB3Y#%nM7o{p4UKha&38usIt
z=cH)SZodXB^70TXKXlUGo{x73Z=M)sioD&@&r(yZ6D_`NzsJOT1f_#83cJF3?g5%)
zjU?3vS(iDRI&Mzw!+Tc%Dg>>lh+U_jD%jYFmz0*){Av?U^jKRZyz6#e`rv%7R|@NF
za%xHuioiUB<5b^9+I6N(=B^M2!rgKtkII$^zI)d47z!^X0o^Cf@Z)XuQ67^BDa%da
z3CWTnj~>}VjIsFsA-6WRr~KZE>Z6?6ni_u>spfCr-ql9Y8K|kNZ*<!G<|R}<n_%h_
zstZt<dPYX*6c)yEcMlx}=ZU|yr!WktCKhG`;R)|Z^{@v~49=8u**WA36>7IBbpq7J
zBk22y1Bdy7mjisfy=^}6s^xjC$<6)hxHmaDNyj#?$pwrm`soL@Ku*f6pk-UedLU~h
zyjaScH^M2|XQJgg`&iI^MD6p@`+(B6Y?XKK_i6FxOC+lKM%D&DZ$_0l)|&@G{zsV~
zTWhZUmB?idw=1S7_K_4vht5}U11brI2@468pkA=>@i9T(Pj_8EfEj-?y#KG!S!`M1
z`3jXOJHfh|xISpfyWa(2^_vV-hte`LA4lsfT1?n_#FxFWywl2irNwVB`;BHYX9vFO
zt_N1;P&H>Xn<M0I_0V8n-=1p!>aeG;BPA-(K`P(S6r+k8T#rina))ormfFzKuKWWv
zwYB}trdO``f8NWBpS|e-J<slJYRYWXPeo@i0Rf30lrsxRM~kzw-@JL#rVRKq>9haJ
zxB7nshY|{J{MvLN*a4#jo$o^8bevl@T3xNQhoH)-Qv-v}2P7qh_7?%)ikLUVtv^s{
zX=j(wdJ9B{+7qxa-P4mucLcOE2E8|)Ftr`{oGfElO!#;V1r^<z74i=Z9B5YA%X~{0
z3vQe3mx10&O3&Qf+`qLhQhHonx!L?i?*O%@OSI5l<|WjlGC7%YdHVnf?8^#>`DFza
z<t<#%GzBk7d2^O&v(!n8i@M#ZPoB{565kpcj39t<>S0y8&DDq%LA(apGIf{2?AA63
zJP}@oA{2UE%`_<f!_1jahwSX_a|gIY^?Sl(q@~jzKW0z2!_qLF9ceOIaC-ZDWyRI%
zqPx4?yxUoA?JMvtj7_)7-YRqB5_GFDHa3P3FG*E=A=~P6Z(m<|vpn>|j%?T!HJ?7Q
z>aE4k#Dr^)W2frpcXf4@U)tMn3oC@$GdCy4_l>YQp98dy?zPoQx1CuQZQHX%#l(V7
zMaw-C&UYNuvU;Y#-*c%3<juc83kveZ92+kll=^2;D5W`;&8Y@;dmw<jB}z}27#r(=
zy9qv@Af>X&i7i8d@})dHJhe?tp~=gr#HNL>LR>#BHn+Dwk*PfFGI!FV3-BT$K0aQj
z4GLwtB`L4H!Cv5VS)3NEf#ne(p#`&`_VZ_GH*elt969{p>C;-!&a%vc{#A%=yWk`*
zQXl2I^mX;x_3L(~{xsTOS4lNN*x>tmyAvmTb#kGbhPJ;-qBsOW2IxU}8IzHQ%8>!5
zEfl_$ZH?Nc0J?RQQs^e>Epc!+$>+_q>UyGQb@l4*bXi43#gmsVJ*O~)f=~<Tm|P^-
z&33cU7*vfX%eYNorgX}Icj{ufMMOnyhQ87p20`o{v<|J2Ov8Zm`uek?laC)gGU1iE
zaaqZS!3e&we$>FgKpQ%dYA9;Vp1u3_^|#l*zjhuXZ3(=|FW@^o1O(josx-reg@y5Q
z^4s@w#Jqm_Qhf8~C`tJuAfn6mgSAFP1l;4tsc#?Po3(>|e5gmi7szauyi7a#HJ+Z!
zfx-~r-guyzz8<x{Of)G~KeyzK@aVGUd5XL{cc>oWp@@h#Z}!+bI-26?`mIF%OxK9T
zi!P{L|N3%63pGd_=HP5%md2n?wanV%loyxNAo8EIdWJPe%Fqz3P3Gq2I;XB*y_yCs
z_HoiY3j9eWr8~mi&^rf5Myj7aeHsB6_9#633e;#b&;BR{^ax|PM-0Syb#-HMXON?U
z{XH=E=GCi;afnVy7N@9(A#}m57|(&Drqf;M7U}QruT$R&hB`OZcRby0VEr(lu)g62
z&q%li@Ic>zO#5}!!V3D!apnpNTjwn(8qN7m*3BqVW|uFQJv;7SRQKh}7mL1%z)p9F
z*tw2yDors3rf=WAt!-`&%lCVklvEA=wmqx6tn6qrq=&Z_pvDo&$--oDa}wYnmivO`
zg=Xc%=S+t>;NjTTU@jxUf;NjA67vOkQLg1@*IM54>H(@~uR^|r)UPu3RA=SSeH2iu
zqchHj&CJbfKxRtv97ijj^*JBro0*+`^V^o~NFn3jtGcj-D1h2UABI8?8_YP-vT%n2
zghz|=`y9qz4~NevE8pFtljh06$*F450-Z+f;!EGvTXSQ&R(fwS$+I>bYv!Ff5-uR4
zdYRWl%X(D$>tmHp0w!wQ#I_^{#V_^Id%nZY#b|VbQ#o*dTCpLkMV3dJgw3q24U(Q>
zImy`c5c$9}W%LzL^?_KVjLT?A;T!f^1Zqt7+gFqh72dLndRZ1m06<XXLlYAc#IY{2
zY<?UGd-m+};Fo7L1b#3xed&ujDqS0hTrPiBe>6tCZ0<2v%-)LDH+tDQh94UnAJgxw
zS#odE@GNwmGQKh0uQE<quwVd3u?=uWIK{jz!&E;KDyeo7Z+Vjgsj_cAV8u?Kb$=}r
z%SWSLs}mqm=bhPS)zIYgubJ|lr?$)3_0v*S^Tpf#{3_TCiP>-2id;(vj$A*aa3vre
zj^zp0i~ZP)zN`W{d@a4$D?Dt}HCP~hRwvolzJ2{_EUf+Z@j*!?ewH-dcV@N+MDMRj
z%gFrgi2zzR=h&K9-JCLUU7mZ>O8YRx13LR7X8~`Citj}pb%B&Zi?5L%89AnJsxj+Y
z6EXRRb^Ubt8c=J_X4UfG-2R)!u=8rGs(e3HS4+a@zJWPRpM@yibE{fy71j0~3`osI
zxC;hbgC(jt6#>wop4(3KDt~~<4blpMaTuED-MV#fX#3z@=$l<9N%FyiF{HXQ{tnhV
z305>T*ilwU+Z)1K;%m2>y1L_F8_(rEn7kA`QRGX%d^w%urtK}^gPq(18VCp8+sljM
z!uzY+!t_%Qqdb;(<vX3z(V>L|;{cHoZmU7(+lfyYJDZ+j3Wt%#4Nzf1Me#~5q(o!g
zU8rnjB}%3i5I%Ts-OUHYw!gkNRe0Af8q`+j*%6M%p`i^Z6{2m%%C~Rdu20q$BNQ%Q
z-tk1r^1`>zf40NWq}{OLBg|tIB2RG5((m63YjZRG*=W~+Q3+wIQW95Dt-x_gPR(nx
z%0&mGi}Zp<SK$Rw1;|fNoV)lf<J~*k#c9*Bii#szTAYlV_K|hy<@3`iBG{fJgWb4s
zV@zV=24rF&Fla?|{ecRU<M4B1IAbB;_SMD&)@*V&AGGaV2koUE)JVOq5}H*XbWvx(
z?gdvllqxcnkiO%F>CHb&`;RCoJq!t<<mKhvcfFC8_mG3<)6VcSmo%DYECE8pcPVOX
zb3u$VzNv<CXfxI-v18}XI21&ErpML30Rd%jryhibQOnB8qP1Xpf}YFl>Zc(CHr@}c
zcOE*l2@1)2{*z;Zs!JN`Sh7fx(4UN!<Nf~qyFvP0dHIIV!4R-|Ft^=#(nwlWd2IT8
z2Pv)oC>2%J5&+6vk24YCv5ivjo=Y&q1nu6Fk49#Gl+vuDrluqgbjy%YtwLT>H({Cn
zJh|w)&#IFfo$fYLR3zudo4-JI;{-kpG6+d!Y1dH#+|WP*U2Q(K`a@7q@W<lJ5J@GG
z*s#GS+-K3sA|WBs`TGJH{aTdzJ1I7OO4fOjfb-QeI2QI2MfD)K78KA~4!t@1yj!!^
z6NmJuC@Fh-d#3|093^9BtUogZ$i&h9GKeKG^K?EqO8^5g?%%(E_wL;>R$Y0+=uadT
zNB^b!lI#b?0_zZI2?E6lNuu*MWL(X47b&#;om|4hFr8)oPr7Zz5KJQ7Y2wljK|#$V
zeVBtJ?cxyDYCKz06&@op-dzvvfnQ8)?M;;8Ke@NXkKhA_LtmaHKnS}#)5XQf8Ha=o
zL2TW+_2sKq?twc)gkp$4n?u6G?-drVW?NDJ6NKxhdGz!t15g>%ZVm49J9h1&BH-xw
z;Pa21I`s?TEDehP2IZzXrWRdczir0$!HarApE-16%op^b4=Ihw>1k{tO0*Rp&~kyl
z{@MVbQi5;-8UBH(VFFA^c%qEO>SbF+?7eb2cNq}{sOOu-;b@F?WT!SRf!>lTGD=2C
zW$@P6<YfQnvMwc`KL@`0v2y?K*&>JQL26Y;$7X<>3K%Wt00LnKZHBJN)j_UH>?jEC
zyHQtde-EFleJagH2D|XA6~SAB;k}rQwWdS2Pqv8$ico^+Q~%;PvmeD0tV^4j!BbGk
z(GA$K&`P|hXeO6t%|-Nc(%OTbJr4eFNN`aVa2Ek1Z<waWlRX~^0%h&;l`DNf?wvP)
z3|ccx=}Cc6;ozP`bZ<&5pPxVdcAk1d5Vf_n^=U?>cJn-&Hr)sL80*T{?p-2D79=-t
zH-#eiKLkPUSM)%@uyqh(vGNzxn4g{S%E<XQ%~+)k&x?&HA#x7ltJ6I;^YGYylqSf0
zUP%e%xpU_>j&jhhtNQ$TU=>O^1@YHkf3?25!VK-3tO$Ol;ML5?Ci2PN^4&Ahnl3;X
z9XT}Z_`fCSDhP;5cpA7bDqG~DxwaOWHzjE%r631}R~Kvsi#U(n{%kq>`Ex$JUK$ch
z5fKr^A3st6rxHX3H!2c3E}5hQpHM{VOjT9Y*fA*~fgrSl8V>_%{JR2$VO*`_-%=vF
z<Uv64ztegHbvM4+9cB~w*Tzxos&csMIUd5hcM}98F_a}AEQ|Y=(IFwXA%U$d4n>p6
zK<pEgc>Z1UYun;>FXz9ETL04Qf5A`#6&O7P;WXZ<2%4QcfaSy4AqoLEF)>l!=IP_d
z-c?m67`Vk1j0+H;gB-Ry(-r*`#kHVya!yb!EXJtRhg-sU9fTEvKw^Z{r|Q8}t@5$U
zp(Mrt&S}c%s9*bU<g_Z>nBl}38asOm9v%fHss$%sXIqfCs{lu^lSv5>YMHmUH$R?&
zDDIoeS%W!HQeM6uRvOx%H-IizOmb2ZC1Lgb!v;&sUy^L)`z_nqi&m!nTlIf}2-Sc6
z+Do~FDj17>rIUYS4|HcE3yXl(RvqZNhLDNso0{Hah5P-V#haM);V}Q<EohMoLtA5F
z6u4uO6Nq2!6j@oGejCn;OkTpr;PJ?&ih@d-atNqS&dl6-@?;ZXbmIn?E=rhyurNI+
zPC1zW+58)pM9Fh!#7v&bd+-4kAd#jiw+>h@<x;^W2w0Wqh!63)fCd4Z_R}GrV6eK0
zHF1jDWK8csZ;_C+wC>nx&i_=Tjcin7ZB!pz|6(XMZ=uF6EBL9aTU;6J`DByf6`BBU
ziiE^%=;5ratWa%PU9vh_TDTx;9*3lkbwZ6M3}URUw)d~`1>66vXpQEXA<xuQaa!xf
z6WkG8uVX116R9p=Cc?!asuVx|>%pUNGQAM<;sq6U9I}1eBqcXq`SSE*goH`q=kx~?
zWWeH|YOT(*Ri1KnRpGjjq16{g1F^f6RPWyt%E~?C7kk1DVkV2$KB7K>{!Gr!Dqp(9
z$H2fqMhl@CPbBkEFRs?J%v<~VJo)Ftrm0}%8McVV+_e8OGx&93fwk%rMc5uHl#jN#
zPzBq{V5RCaZ2ydnH%tEzvKN#iBVTETh_lII;x)?!F8iA#r`i4&hknVyMpaf$K}{Vh
zT-itQ<Vo=xJx_(Rdo2az|F`LmUWkk&qQzX_e#p?!yxZ1gZ=YOrvH$h|lFuhb)y_Lh
z%ndj`i01t7dvD*v!SUnW(A~SCVo~8VyZ@r7u5RiUoj(76zT5OV-S8;vF?=`o<WDw3
zbNZ_4=93*&%>OH%55t~ps*k055T=zII}$BVU(?>+tpES|jl_T~ORx4!ua?yKj=}_5
z=Nam&Z5zcU5*uDU+`9R{PovJ`I7%sSjP_nqk*n_N`)fCE7S9YRe0x<~^|0h;Gwok@
zI<u{af5&abrahBwr@xF1;p<B@Hc`mR{`hSku;KN2HPwx)9?4q8t?8aYU$U+CFMdIs
z?VpyqP1EQK%{~j-&LU?00=gYLXy4_}IG3FKW!X*}t!>?=9#Qb@0o^3`3zdb!P$V6O
zM@KzI&HioYg&OX1EL=4GgLL-_&977X_;i;)xN%>`eM=(=f&N}b2CC=I9bCV8n}KIY
z*+21Rw6<=q)bDp7l)IwyBT62t_2$CWwhY0gxnJ~}noX%>KKtKYl0VfHt$5(Tf#WAn
zG7#iOC%r$^TuANf_U?U`+V<Ew==u78U%zo5`P~L?zA`2O%k&HkNAX989ELsD({sB1
zdi5U&vaOr3x_6ba;hD%k-*V#Ai=4hnMU~!vztj7{ghJ-JVf5F~_U97R1_s?Dt^5D|
z2A1jb31LJ5(3A80_%n@;)j#vyX<1nnAP31NE&uMDBUNW&FHrtQ<&6WVbp{}g>;O3F
z^;lcpI`-?=)WTHXNb8>ee&RQLVi)qU&}4_vqEPu&-*m%?LkCSmv<t<Fo15DZ#k?tf
z)OrMP>uOUH2g1RI=H~wQn76u*?)=ZVE-GrOan8f=`90pX89E?o*ujaSRZ~+t?7F}L
z3{V1{t(cp1=1FJ?CtML3uS4wyFT%tOg2?ocz7z1{?_V8U2(NiU@nG6=(36BYDBZB=
z)tk<=vH#uBeBUFqG>L557NCygUt-eIJm85dy?LNy%<}T`huv4Wk<Sws7cYjtd>?|4
zyKPsuKa5yI^b}_VH_)$1OvAu?i2d~G)16ZI?bZU91BfsN)YhIvlQo1Oim@HcVx?V2
z%fL_uLFq0QAW9aQCWaT{jV4p(hKQ39NUKh^6)!2!?KyMm)ZNrnF;GxO7+CKu+BTkl
zb&?FN=U9@FV|XAWj6%__Z)os>q;M=~%LX2vNYzX-i*fMA7&m%LY+|AxLK$S587c3i
zSK5n1yR>;j6Oxj)A3Vs7@u-ASU5|`CnGiYXx*(1fNyI>>(<yS7MdM5|2{$PB-oPeK
zie9Erc#lJfC*3=sMrcK$g!isA(40OvufTA_*;hsXSq<IKFf$~SgZ|Ae=Xwy)a9d!t
zg@uKfgoK2~*}34|`}cF8?I53D@lxdxe(D<&!!M$j#XvUm^mGcsqBDn8`>noLe!dI?
zBO@y(rw?h@LN~nHoWesGVpSXjU5Aa!j8#F>ThdK9a)c6@WCp(AU0D-=F+c!}@$EZq
zbs>o=4mARMUO-$N$~PZ5Lr~&Aa+l)Kr=Xn&a7$1k^$KZ-ne3$OoSfvKsb~L%aROAm
zM-Fh{rn`-e8e8OCxv_{#!7t4hco%MJsChDx?!rO)K?dkFx8X<jK|?hRh*kFIY|XJ1
z*uu-3Y_4q(7!<?=&X?m+Sy5pOrzz*=%uX12_fP?BM&ZaBT3ZJL9sLJrEw+F^KYZ|j
zu(r0=(bc73*%^8I<jJEaPE?&?jai#*F{rApCUb_duV2$3sv~eLpcsqO(8T1<!h-X<
z_3MpB8WV@Vy=Eq2AX)kP`<H?y^!)l22!;6RAxAp!Cp6LXIhOC=zfZI3I&>JE3K}A7
z$2_JsCNAza)^7R$sRiikZ-LXr2zG|ydx5+;_hDyo7_4_;C-q=XNb-qr130cWLDJ+0
zj~?AYT`_7+GXi7^O*#c`;!{u{ONu+0v6vDxXlgRoRxtn4wdoLZ9{gz%aKl!s;D)@l
zx-wI@Rq|l?WxN2llm$0bU2=l<U9DHJD1gMEuC88qZuIXOR}~y2;R6Amfk$#3*n26d
zEr1!HxFwVc?gk)p4`3dVqaVG!x1rwf%g97^m?2}nfNED>Eqil%9d@ko;v+Ju>Fn$r
z1ERwXVGj6A&^8(n|1K6E{#?SMRU9Pu2u^^woJ44tJgouEK`2XKSC<D|jH7TTAaLu4
zn|n##hjA|H>f!~rW9z8+^l1YP)0SeuUvZcUqz(ds@Ccc=Gw>$|2>_b(8Ifa8M-ijz
zASH8n1~wn1`2zws9k2=@-CqJBBr2q%)|Zf|vp&mG&->mzfddD)Hf-2HQifZd%0~-E
z<MNJz&rKpgdlEcdBMP*3{azFb)>`=2r0RiBDb3vMS@s7BrfqU^my)DR&CGhSedBN2
zG`JunbWufY^TU|-TlLCVj%hCQ(6z4`V#h%x{Rk!P$Jm&DSN>8Gc9{*L38J|dp^ZS2
zDbG50{=5=SB$Q2KaG<1c>5)qC;N0JBq`&A2hT@>p_!flH7$BHH&}V?^atuI=ES(w}
zWf$d_78keSXbpfS4!Ru0iVNBzeVg=r3L@b5_8^ko@)Sdif2jKONfBQw=e`0*ikUnb
zgkijkC3O1fK`&HQP_GDK7wq6IvbWe_cHTkl2eG~j&F=?tx)FzO+C^4gHaDjS`o$*S
zE+exUA56x8kh!CEa+<eGy@z1eVOd#n(dFdjl@u2f@W3juEhfo2v1$MPj&aauanKyd
zlVqp~Ls(i`N`;s5!3=1mmP5rzNAizhvlIhJv=ZJ2G2Dldk))|B+0j<y;elqDo(G|w
zoUW_p<|I0Ydy7i`SLQRsk?H8^S=rdAAm)%I5xjh3$Ka3Bdw74?IzwR)_lqklX)rZ+
z@P)0mgaVELAR(w)P>6F&w2X}FiT9Qrq;9o4RB04XLy&5i(&^JoB!!0fQ`312Ct(m}
zUs#xW(JBRqV7w;Ck?i0pDl9BKn*~aMmIEXDUYR4>S!kCm5rgGP(sblwL0I(T4+)t=
zUye9vyB&cn3IaV9E0LpPr<fQsmfOaf)C-w(h<|YCae_93md2ZHI{EjWbw^P1FPv!G
z=flK%f18pIK>$ji&Ux0?*Q@6~McWNVjUZ2#5#ArQFm&4m1cWoYQC06$_8DQ9>&K9a
z`1&FOVgji>86&(%mZTObY{jweqOB<5gKr<z^i50z;|vTHL2e@y%JBR@V1O)0Q6XDX
z3jMxAEV!~1Oou$QG`^&F>J%d$7)wdK3}y=xnRfsZ(8$^P5a1*Z1rOVRg828C&%#i&
zNA;c-GKcIjG&op-*?^fCvG3YOq6c4!SrXIK!Y6u8nt45Wav|~3F!T|7r6J|g4jz-q
zxw&JQh=y1t8uIv(MnSZ^M_9y%3l}f)VlAR^;LD6R^l_VzXaQj6$MA5Kpr`P2=hMFr
zk;d@S(h>xbJ8(*1nAkuBhT``E&E~}E(>@4dIUl~1nB({O%~y(BnjwX1LNkJ&`tS`w
zK#wrM*Q2|BM3zMSYJJS68ecwM-avF6Xe@X1v|gX)-LYebuVpx<145u$iV124%C%2x
z2EJ^ZUWIm1PH@*Q0rW&n1lux2@(GZ5^u_g9Hb`a_mHblH)xwc0T4c~AYJ~VdoRxMM
zX8B&|MsI3rs-vfeZKBl6Jc-ytn#Y>EUz>Z~Q|UXfdbUG-!V&_DFUHrM&9=Ij82pgs
z$cfoJ<SbB(NXaMNybRIW?eg+l5yH5G9iROLtj$wA?To7G5gh+PqW>c}xg~@oMEnG_
zqH(|qM~-3<%7P?;ib<Xa1di*;Vm1A_y0W;pv9Xb?V}$367cX?~T?Cx7o$OI0p~SIc
z$Es>-*koRX2%N^`GeNQ`D=X{4hS15e*@hDy09rhLrUKiypH0@<11VcYMEU{{iS1x5
z&j*)zCTx0gcINdRrm|ph^nl+&)qFIPNkVKa&oro%qyP?Ut_-2eoL`Hsg{?MD_)vsJ
z?q@Co7LZgFVN`54G%re=OvS&%Gll1^YHMoV#fQJo%q(w?fBo77)s;-J{r>$s4JQpm
z<(o<JjtRuVQ95<%O`|Q*W7Z%fT^(N82OTh0BO@0|@JB3I03_vPtv9OWqNbTDk7Lmj
zJ&q%e!6|mB_Sb9t4*QITdOX$dkUCjc`l7W}8M5aCTdd$0bDSpl0K6%nXhVOCg?Vjy
zTJbE$@t`eUX!)(r(y`zAus=JCP~*r!w&*UrXv_<g6kqrOYrLuX*pU;Tv0f`k%z~&@
zBGFY@d3-E4dz!s2;}FO<^vcK88FU1h>w{*|Gd3200w^FS#|Ne5C>|40l$~0y6J9HY
zAdYE>nx;Sf1j9ngk;n~~q2mI@Y@fB=c!V}l4*7S&Tgk`&yq1<I$1r6{Lj=IV@$1)x
z08CNN7+|KjF8xmI{PTEhw+rNXlq5CF*YWXpQTeF|?IA469nFysA9^8-So-<%DT|vr
zIuWf!%CeB!vg*HmD^1c&o<xSP@r|CgaT_V1ojH@LA^z9W8=>!e^{__LEwPGYkjEX7
z_|~gh$SEo+N<v>`;(7)K?m~toMSmDl$FR0Z=K(^@la4~uny}7&4w!lPRE!`3fq(|Z
zSoGivomnFzBM`gX5~X}^Ux7Vor3)8Y%Bs^BI|H&9fe#y$qe5jT!;lEX(V>tdh+|i&
z18)Ro6q%Q2yeF1h)Vqw-Olzh&7eE-E@IE?yUyFgqp4lhiEjt^g_ULA;1B!=ie;X_e
zm>J>cGp%iHp^JPhwxLY*YCDfndE#gTvHRV8PTu0e0@;}m#vm)JEo?b>DBE}JSclj@
zSslrU9$DVu55-gVRpb29k=Li6m4!isG=d|clW}>2`=42Di`Fy>fF#KB9bCWsS*H77
zI&6a3D?HoP+pDXkT*{?prn?7076`aMaDoy>vyCYX+;mix{-Gfy1VVuxd_bR&wxmKa
zl484C1@X5&PMKarH^X~*YCjItZuMC40?M;hq6HOny%-nUju$m<NkuO2$8D#FSnEi!
zQsTVtM=;&oU)m`;+c;yw88QeP#cW@!<+7N<g+Q|g>nDiTmu=3)fdPG{q!4od1hNai
z#cOs>H79AR8S4UYp)9;@oCZK4dKGVe`huwF_Lr|;+w(eo{lE$N5Jt{jPz-!13oEM^
zGEjyMampl#8yg!dYfnr{q9dxleDOh|3#=|T@rjz;CJP+XMuXx%a6nrmEzsZp4z%8I
zLlkU#^cSDpTxqkq=NE-mZy_Q9oRyBVAt}1=j#+d8tCQ1=E>&7pMJr}dDB@TP$__j;
zuv&nFS`au%APl6GQD(Hjk-32grz%DiBe@S?f47JTd;U4aYVAF`otyVxU&qGwXe1#?
z9UdjQju8$=oi)LulOzq3YlDKwz;~D%9gBntuz<AV-7rCjFMZHxJ_3CanI&qp#^WGF
zQ;3-3@NkgJ;9ZvKU!-->nac(Urvz<34JI!htQdHj?6U}P0im&O+<5z;!0{5KbRh}!
zKJTJuVyb|nL_xsTMHF27?*DZx#*gQ3|9V*$Cp)D<A?g9b##@P=>~8l`#2Rzy_u>qi
z!+0l;Nkstb^3<NwYHIW(Ip7kCqhEh5<0n~0cm@Xtaq^!8i`fAZKBSKVU(C3p&~<Sm
z4knP6lsgs1T20mi;ahzn8%AbkuI23bctOmHK-ix@aHfqTKg0jtpb+8krKIHcGK|$q
ztl@``9#H{tr8^@1N_Y!UlG=$Noy+fGR-(AE@qKN^o(u04Ajl{7(J?aKg*^pQlxvDj
z#4*Z>BYAg_y%`A^%tUyRA5t(u`z}rI!i6|sDD;yO_-iqEhUQ}pr+kWw703pKl=(eG
zB+5QqL?VNP*DvVEr3a{n#LAIl$EZ=GNlyfJt`}5e6$WoSv>*P-?~h-`H{@3%>Dzxn
z0m2D6ew^MFj)ELd?j(VoAa(%{9<Y#%455>U+)vfM?Idzwu9FuNWR1aI0?t!F+u0Ge
zEnZV?UmHAeoIM90S&fn{+PxHl?YRy?71B9{a^Zsm3P$M6WD!H`KpY{DfGyJMz2e(c
zU{Ke5Fm$xDBcpYWeAL@sZo*-(KBNdq#bKl+H5fJC1nbAR<LL3@q`w6b>n<uEp5#8x
zAsgdk$$pHzO@j3RUKy>VAG-g?V}iwXCg}zMbxC`BUgI=bcOuons3dNT>3qPHBb){^
zovk8(r*zf~cS+cKx$EmcZ7tWFlA<i}FGK<Y_M8a{ItlAT*ZIIx4L4$NUfg)%1VKkf
z+`Jic!?L)RVK+}HSl<g+_pM03!Q3U`kN4fXf72C7Q@Y!C?&Mmcz(Yg72fz@6W=rOA
zkuIfIXpM5g2}4{H5JPGW7$eYuf914ZxckP-j!sUM&=DkX0*8!1<I|y<`0BW`frvSb
zHZ$U!y`rn@VJIw9$Z`Np$ARD{py@`YeuRi&JKiac!)H{8g5HLFv3>jYoZQSB|E)-m
z_`$d|0*oR_0R;1$7`y7ne;ErfA`5U2q7u0&K~GzYJjfGSC4b!2W-cIR(1QdzY0jfO
z!79fgcT?(DgiT+?zjtw{jB&qDPgjKVLpn7JOG_j_gULeDN0J%9QzZxlQOE{{9%Oq!
z{66wf-Z&-V^iA=oL*Mt-)`+O~6l@HVVL);42lrFNRwhA1!L8Yx#P3kAD6qQsS+;8!
z=YNK_fVQ33-Uto=b*i|oju|ErX%*Sv94r*9^CPYP8s|O7fBxLy<mBXh^JeI#yy;97
zC!Dw6M4smW@`PyNwCfl8CTgZ6r-%-5=FFLusmiSz@8z)^ad(}Xnxdtn``bddc!#6*
zDCC@@k)(VB43pzeg%hdZncMmK37oMbi8@hSTN{wCb}6i<#}M_@{+ooVuz<je5|QM%
z*n0?(4Y#Cjtq9_U34e){Q=O3>2;ZF`Nd~q7rzlyNmZM}{q+~rHT{pc<W6AN@3iHS}
zU|q&LiU!lyaoY{A(;YlWWMwH#ou5EYh(R<M^hyBK4U1hT-FQ7h)8&*7R8&;tX$#Wt
z$EIqCQKTXXEnKs^INg6^td#<XnMtHUPBRV_AY4iwp&(ye=lxYy?Qmp%fJbO?iiy<n
z4jno)++8G(G(^tkGGelFt49wO*g?k;cAU}jCKI$MSJ=7ExvAu(5g!T)eoRa-dw6(&
zrI*y#v!E{jaDP#Q%18;1+@d2Z(B)+^W;X&yl#!Mf%(8?Li)@=e=FU#H96hD(;sh3*
z?;u+df*By-v2WfmLMy~Z&+2ST2?+_ok+^&4X=?gnBm3un|Mo5_k|%Ws04N+QLHlNe
z7|}mM!5{WCFNf?iU0ns8EhmrS&I*JkNV#X_&!1SFvcNd3;L?xIgzlFwcaXUmu&j-v
z(7*09T8==1!>s{dz;m#}k-guFvKV{ZQ`oPvaL2P-67-xR#Q={82w0ONcNM+!Zk<7O
zl|~J%3z*Cg+@V0`8@@!#2mk)<K$LvnhNeljR79f4i6@=E<vGhq=fkznWVle*Q^TY*
zl)>x+O`q@TFB*pyOlrAI2#kky{=z)!<k|`1Eh%xm2y)Uq5a&3BaS4JSBISm4&t;u)
z+5(4SgD}mp_z%t%8h<i7+NOv2oj48~pG3wR^@N5Xl@T<sn%+xVgDsFS4RLymTi*SH
zjtmCHc4fhqOc3BGE4lJ>Z2QVWhDmCUi!45(s;e?yo1dO8fo>vbX3LeiYx{Oe#9hl!
zHb^BN7lkN{BwmGDa3bs(<5(BHe*R8|YDNZvF>sB!{@uH^qT^ldo492-cR%b7&_MKp
z4VeTjvyJ&{he+F`>FXWQCn1VxVmPcdG$<uf7hZdZiT2*j=Q2)AxDBEV^gnk<h1&#X
z>=C4oa1{wPJks%Fo;YQM0~2Woas=?nZUQ1%euenV%RyhOMl$PYT%)|f`KYRy>w0h5
zmh$Kpp>b^aPWzuk%<I?pphA)trXWOYV`I}JSuI(Cr2oUHD0*e(a>>0#s*g-H_j#vY
zmSd2Sk-_m}8thx)naG(8lmWXsc5Dt(GXxYS53C$1RB)F|Gv{LAq=uh$!ucgvQj$Vn
zg~BDi$@y-DbF4i-wlVZ>*tTZbv@ym%W4HSr;Kidr|4@x6XvJ=Wfi++`k;Du=8P#_8
zyA=qG<h3n+-?pG4F~xaG2@9)@ExyO3`&#b0mRAb2944*#0^YjLoK{2bP9Y&Woaz|H
zEf=kG&}(Sv=}V(MR&~t=wXbEQ+&@O)`^9B@+~#L-(kFzcAz_hsy8zrAhy0r}fF=WN
z!K>_KE(E}rPP0Nbe-0TMQ)=vsyce>u{^f?r$!#{Phs7^fX<ysEtzSlK55=udi;U(^
zh8IaG4yXFoBjc%v<X!ypucS?Yw5dqbyJNJAH%XF2kcXh)3q|R<gD0i`GB!4T@Z?GL
z>`PqvKw7|5IJK*jnv`@su}p-#GGddcqJLG0pc+CPN~FjSZVz=PoO_|8qk}yCW$Y&f
z%>pOIDG2?IxwuEeuCAP_q+b;16*})tT&m%V_CnTH96R$}Pu`k=(^#*rokcW?o}HbR
z%7G*F{vCT(Wn~3zuAG}}!%g(NrDXRfdZ+RRv#6g>5>#-qu}KKJ{<68y%>{E}g#5|I
zd#|-#qWK||c766h0E_y&1=pTv56|GOceNE&RTaAO6z)*3tr>O~p%OO$AuT{3g+z!e
zK@f0Lgd6C&7EK?DqcY#Vv4Khg!5ws-<cAiUOI&QMaf8(YQ87Gn_vyzHnFj$Ztqz6#
zO{`rPY-rcrR@c=E3=G8K3}&+7r=_uw=n@JdfDs*<oS(|zj)um@qc{?10|JNA0_8>k
z4nBb7F<|1me(u<tkN0e+bpCT;;hhH0ty^$%i|^17vZhC?JUX<a-{<2)VZ158tx8&1
znTPP2oT~{x^1_X*$!!IrEnX4aMm9{eLvPP%1J-#m@p@{#@$`5XGVOer+(o!F;~>(c
zsGAV$sqjd6e_H`77>PYN`iY)E>N>a|Lnq6E=X%RqMuk>3YnX_jG|&h?mX^L~XHInv
z(?p*@&V!T@X!kBdUg`xm!r3wrkba4q)BTbz%Qcdu)F3QOMj=U%N?uizVX9Uebs)9#
zugm0HPBaM{&COMR*)1q6ys~&d=oRto!CKz+nqDT_=#GG(AW{48HVO-e2cf7TF9uxl
zfo_zYc3o4`hwC+)3@+}D+P+O4=cZfJshn4I4l>mjD@0tRVWA%W`BTA8l3zgJLlVy+
z_On_TR}x*}Myc&mUn~B<0umlkCISf7oo_4JdeDXQ!E~a4gqQ*4sVGYOA+16SclW|F
zb2E4}Pt+rbn4G@j>Xx#@=mwS0PE=*@=!V@NWaE4o9=;Z0W?Q(={P1Go|IzWH)RVV^
z`Eu{S&JGbdCo!%1(UT{1=-Y>3wu0CIb(X;^Dw|tGRufb41B400;x^0}lB`=5{tOvM
zJ_)EtKi4k4b8$c9w<%nbp!Rfr=5^?EriDd{A3sV&4wZ)#P_QtWw={FEnqDRp6-$gJ
zO)3=d=E7Pjo`9D)T^IA}l@D?~V1+)f43QjLOL$UviG}f2^(U3`0++%Qs<&t>*42MA
z->^CAud~|WAL`6oR?A+WkxYBfo~p;s!Vh=P<IgM?nnLWWSJY_CI8^ws=2{825>|8B
zD}qBB`{Y2;+<Zd6#w+g!*Xin!I}HSQ{^JpEXJ<-XinHJ_uV1ukC=Dc5Fu6~&sr?_3
zYODS~@jTT`ODGIxU!M9wxxqKEqF6wy1y-XWtumayvx<U$#;{dx3z#oy^x-lL@@6O`
z)b2N7sQn;CYUWJ9i^Jt<BSrIW2OU+ppGHMd4b;{W3K5!>RkXAlC~9kCdWLD?{~^Cq
ziZy|aO#0B^oDHc4MX6t1$pk_;254b`>&I+Kx&Pj6EbPVYx3*t4<zV6A@$E5WUYYB#
z+AVayE<fz)%DRc~UEXoV#~+XNbVBYSq0Z``W%A?~#-Kb_>D~jVhL9?;hkl@#!^o)w
zdVs&UOY0I&-j0~8aN>9;w966IGi<6=bt%XOpf(c(sX`;VhwHJ7a81L)XlfBYiC|=8
zg!W_nDMXOeF^&ardqGk^p?Sdc@{auj<UvqU5ouc!yO`$<`G|}uqBIjI1Q*B>NdiOi
zZ-7s5zZwMq7tT>q5)NantT<VZDhS0B2WO07LI4J3Y6!@Hxz2TOrkI`*u$dQ)Nj0#w
z5si!8HddH(gK@Z?V&~4CI+@osBcrT4bJB0MtD<_p){Gp5aLs>Uexv&NK3LpVSFiC<
z5F?G(?)FvE2pn2szmT<sg76JE>@z%kzN%XF$hn8&qsv8XHwc#RPjST#JE>;<b^aB>
zvQxGB>sK<Nk0+-hBUr%1Pzo>_cUs@a?Z<5tCq(3{!_j!|1qPnVY*enQi@U&AT?iQ!
z<UuR-5+hQ6u(pg441teQ4ru{eHtyxP56&73hl?9M5MWnOvkL^GY3_L88Hh$`NJjyB
z$sDxEr4QVQQ`>+I+u2Eyu`29F2quR8RS!vn5gt2M#0G_fzrK?K3GJh+SWKEZb+~Yj
z)Y>4y4`w)M_d|-n)nt9Q?Fp!p#~`YZ&6X(H`VES7c=a%@<`W5vA}>+HxfHTo0Jdw6
zyW@nBH{APi?zO#qhgsx2F16*aQB#*3wQFeD|Bbv8u)8eSrXc1uO;uGV2rAFM{ed|H
z)z$3@n#mh*IZWxEZ;dIz6@e}=m(zP@nqpp1u}_>hed2@y{J=ya3sE`3^KT!NOf(?x
z1tk+*Of@hIXHo8EXCJ`*f*Y_vNj?kVhcv9SKa+O{0tCTdVTTgxgGHP@4oidkfYp|N
z4Pi)bwo1R4c@M1v`h({zZ@l~gL;;H#BjpF6NQzAWNd3+D_a?Y&U;(Ck1IC&pMc6Ux
z`CS|9@hjxHx2z&G5Bw!*np%NU)S*v#1AeOgxxg}AfLx3$)-X{v_+!7MB&7)huHZ55
zSOwh2lrP3TPlnEGgoUhby#`y!7@$P+`_@EVta)<hkP!z=CiGgP|A-kTK#w-|_N4%l
zxv~8a@BY;>C<rW-a?mQ_&LJ#D^47iI!wpI!q==zf`^*qYLr`N1^1NmMHaaPj!ZX9&
zHkEkhDFjq8gn_~@5aWe0XIS-M+ra6MxQZ|k;dT>*Sk?;0+UuTgczrI}!tVI~{rqBQ
zA}sGg)i~34JonOrhkkdTUs5WoptFy>f7N_*-^`FxXVGYL=H0vHELX2Fdd0;F;g&v+
zX*BFWFpJQ<hhlVxl-~s+$9@DofP{~T8;~&qk_hRa)q4mq)=SDcSo>JfJ|I^oqof!S
zbnTRa(X5l_@E4{s_pm6A!xaPJk=q3x7b%dClnFX4?l3u3);9%xAy9ppJUC^wk3AfB
zDnObR5EW%Yp5`NV18L!sKY_Q9dA;cfc;6ImJbPP<C!$ag8Fa>dZjil=a5$mKT%l_I
z<%NpZzCO9^TW<@Gn7Ymk2DWBFL?b-011#F#C#o*%LBz(HmzVz!XKx<Y^WL`o{)!?~
zNyr?Eii*rrWmtwHNo6R~fQ)6PqELuTDN|CSNJ6F*6%~<r$k?FB6cR#)+V7KfKl{1w
zeLZ`>Ui<oMU29Rl-}n3ZoWpS(=W$xT)zheb-2JL1avRs;tRVX*ZQ}a;Z(u+hOL(RK
zq(WBkI@kPn8M21;F8eXc8Giu*dHrECXEBMLl^n~+x1fiYcaD#ReMl<i3n~0jE>o)B
zeL|0lGCmMhOM5-Nn7bu@9up?qRiCqC$odKGsBV5~uQ*VuVrE{$+PXPH#&zp8WARc@
z($cy=X8iZ+hjl9}FFZ}6rtxY~qei(me3_-5wfM_1{wLlFATUalGH?vXlajKT8QQvM
zPcW8j7a+rlO)r!yPdvSr&1`qnQDfhpX%uW;z)>8vuC4)Iy;pGhI*i^M46VdZc?abD
z58tb++vR#kjfsYxozq$(8U3TR=;gUd<}^firqH1fg@wt6UD7)<mA^rY`smb*M!j6c
zrG{HESZ4egZYTNg!ReFwg@HVo_69%HfbGPW4I=G1Z=A;*Tkq?OwRT2IDT#?)1-fLU
zdY*HhkmdIFjj_kkeCp6Wch{kZlbQp18rZA5jhwA-H9>G}L$7v)n~4%kKQDZ(b0+WN
z#ewf?J!ClNXQGM%xDE>t9YaG)*Hq<|7M;W6f`jXU49J8Bb(M6{w0xS^K2`cA7QK!>
zF?B$Vo6pNBAZ^}u>$&vf6rOBblxl#Vmw2COy>8C$cDm^j8hwC47Z|_7e65wvf#>_%
z<j!ca?0og;7z|@yto^osl1X<Dojn!ZbQJ40Hom!W@7|j=B9HkW&~1J9UZA;s{pN}q
zs)`mpL;Zeni<l7ZXzX-WfyzL54&Y^lKLYb8LIlI~FV1)}E(^H18qAmv9CN?>Y|5Ox
zis8&yB|mGaXx`n!pIRWy`v$&X$<>>KgNHx{KRGi8TTQ3A%ZOq^$0|}G)qz542rkGU
zFCxXzuDr$;BkTDuio`n@s!^qTRZ#nnpE!{sSXm(|CK_rPzhUZyD<gnE?=+BsTe$A_
zrlz0Lzj^3X&ak`Ics3dEBOZKGhVi^gtTm8&{4;!bZQ;vM@+c|5KI$>Bee{%oFofE9
z)i2AJa%zYxNA53L_jPodNp#WJKO*f<A(5MlKabyVC_bKWFxfQ~Dz9<BuHYkWf#)z|
z3&fNZZ_l%h%-!mdfuXG^>x84fG_9E^KLzlj{G&e!dom84O7|W;tc;E!CqT?p1IY<>
zzYD^Ai77`mO!qfHHq(SBvX*#j!B^$y<*5w8NlK*nPzWvq%un@Q<nL#4#W3(z(@h4y
zmi%bOWX{uvyVs0m_KFtLg}7W|9fYLb58QsJYd)Z07EGyJMUL@)Ks8{u^hZ7Ag#!>n
zqHQ3H-;W=sPM}-OSm*sYzndKHoA6-s($w2WnjK%-_2aKTUO#(!efMgjrPX~OB7?HL
zg4O_2U+P8c1+H1+N;D;JUBr%75TV3biV?>IW)~6Uhdvct?+x{p@YwCiaO&g_vmE9>
z>3OHVl0q<R#S}Vf&8K^|ZdJ0_Y2p3(<qh#s5FrSmJ{pC|)D=zfp9w&qAFyW4_K6*L
zJHV32$rPa_kxT`m_SD?`=Ax=$G+x^cn%F`dz&@<rQZ@;(D^2GGrp;xzN&Xy-<jyWG
z$|B2SGA{~TTbqGb&@nFzxoB)f_GpW2IVO<WU_tc?=4+Ss-}?vv!^7jk<;z1mU+7q<
zKIY6Fo>=1b{RkU0o*H-Tc+l>#Xp=gYhG0>6sr5da?@JCXWMq!1F(F42-vgFuAXqf7
z{?%yl;>E60{~3G)G37_wj0HDH)_GrafNo#Dv^25q9&FsL+gMj0D@$wZp;*UZO6xe&
zBLWcz4TBfpdtA5M)mx4vtn4(-e^1MzM;0@de^<PIt+?c^S-WlZBxkqg)(tOfgKc)|
z{EhUThg*!GC8s}-Hkt3q@J#=`hMAOSKweA)3}!GKfJ;$(Z3`c7?{)(Qv;t^f#h3s^
z*+&jgG?KBxicov|2#3;Psgt*CYouCaG*Q8~z?x+25hsIp19n_SyMc_bK7&zMnVhpT
z+YMZrm$IlXu=(nNL0vyloH>Q}@85q5^PCC1*1h9f=`H{DeN1t;;&#!cQpqGXtlKVn
zOs(k7?@`f80qX^gjr=aukr$z-T2I?%X2hXvXKDhm`0zL0-HfKJ4mA^Tg9(DIOP{aY
z(q<qpn{1syY0{M`W2aQ_uoi=!fB3LT<fwG>f=DZhHtz@u8W9t6o{8?p@D(LhM(x|z
zVBY7$QJu<pJ^s&VQpD_SAt9832IVyy)b>N%?d%8xkHgWU6aRg(Bnqgyd~IGqL2Joh
zFe%^MFoyoah23(_Jvym{d_`N^kVk=0uN&5%VKSUC0Y}4OnLsI083;y4xUz{GdHYBE
znGfo9>8dn2Rk?Yu?MLgmSy<M=Av)u#hg#bMbqxE}@2HTJsNTB&Gw%j^eJBh?k3mfo
zgrmjBZ{ODL-{1aW{8K<Cf=>}Ops)md7O{IHkggx~^D%m(UuAyPnE<%)11zdr$L9WM
zcC=}`b^#CT-c^0|zfpeRHCDdrc+nhR@!K2LMp)&%PmJDYUAi={y-AKwK^5o`4dSc0
zz9Q!XA@o|b$mrxq6lra71wgr-_^^yuBVuMTf0$GY1K7qSj!cL*g@W#3>Vu~MEvSt|
zSeCbcb#Pbtb}1<-d7b+(<|yzF3YX+?ea?UkRx&)}@wVru!SQF-cE_)A4V93h_-e7>
z;ygeR4^qi`JUwH?(bH|9w*3KG(8KT7uDZYFTiMEWwOyi3E-UQqFXXlC(p~G^oZ0vW
z@wqagdpHfEIV53#Br5#-^<m_C>Hi$-`L?=K%3x}}Kd@TmV7vK0x+#P`*v?SI<NHdI
zGXINkBK9)=E8GS&TI+9}bNQ$LK%*@ish2->J6uAXoeyY*k^*e6@tKN)Ivs0$d8-0q
zGGatV+p-duk-bxQuT=UNp<b>VFnlcr-$*OK)WtUiV~{(EZo}lciSS0O&$P5|<3%Az
zJ4KmHp;BO7pR{A$8l79ad(;()EXYbu{`B%0r_tYcT;wRUF6eo?ZrvIwDJf|t#W|;&
zHFav;Xa0fvKNw2FY-pWczH-3kHxd1pX>tXRpFaH$gTMk4J#)gp3pntw`!u)+F&&5S
z5uGDbsCb!hp}pES;?r(`TM`EmkwPOjmf&I0JK+H}sVFSLDKnu8B^M!yU;<U(J=mT4
zAnAE#0uDe(UIhF=2U=~Om7h~*X}R)M_105<CNEg}@onRpCr%tcm6UxJ?Ghv<Nbq_v
z7O?b)bCZRq7yl}%j(G!7UUwIXDF5fT2IpPIFE~?ErcWPd*tC((`PLkQEOA&TF_2U)
zJb2KAN7x(n8g-72{ntv)G{+*E#!p<R;MqX^v+J+iF@#Y$@amP2N67NUnUsb`$UKlA
z*KYk_qZ$yt9-UiaLOLGzVWSCf=E&XM)gXQ>!24kdFbfaHh8X(M>*;B*12Z!-NtWL{
z5(tNUM&i&_y_ohdhS{|rGq?QN1YSJ~_L2tE<2v6_*Kn&RAqLzK^z3W}I={<YG1^bv
zMHWL2Up22*JUpuOt*l0**>Art#u~LF)y|wy?z>oPQ$=w(Vq%#C6hsexfQrcDUTpom
z{CvEqvLmu?{3o<^$F5Tt^KlA9<4S#ZxZ-n%=mQ680#ae4(~OV41(npsjrCVl|6cN;
z+p+lgy8q%=g@tW+h4PdUQytiSGcc6lumiEm!#34EI0_5B`P07bY5D9%izo-9XMWX<
zrsdO~e1ruQHIx8p#H4JdLG`TT!w9gTRf7-^OMwid%sg>}xf2uq9Ts(ZQ2I$L(jned
zDdqK@R5~%!8Vf1CjPE?4HnB?Bym6z7O-j<eM~}1>ACa73tke#=gXZB9D2KcZKs_1T
zz=sRW>G1J{=ov?aZslLM?7vil7?(){klfnk&Z&u<xnkwJqCkV|LLXR*%Os7eTtNo&
z{kfFVZ1cm5h&QfE-rPKKj5xpV#|t%$mcjQsj_y+Vb&iLD{*?9m+PW|6zo%Y<%P(%*
z%zm0!V-fco(gJmZ*TcFpdx0JhN|5H*Pk3ti@zCHvFo9%(<=;5e8XHeh<E_oAz^^C(
z?K;(a4P-4c<wsc<fIx^dxR$3ifAH69_lO;g`_!U*8brk@KL<lU`<<niVWODi6a|Kq
z&h#>p0+0d3xGK@HI-T`W!WX0D!3^L8Bq1&kWirZ0+HsjS?Q;FkO}j$LgAH>XlFJB@
zO{jgggoLzPyxM<DoBEp*i@SBN>J53=1-m;@TLLd@ojdvc>w8D-7A^1>Q-#9ukBoHQ
z)vR}V42r40lUjD_mjhN-uB>6<-8brBN8bkHLznOA>T+T4o_hM7&?hLRdbjOpqE5#c
zv$yf5ii%5|7x5^h>0C+Fq|_{Y`RGd0C2g<gs$M_3fBX>fu^WD;S90pyD~^p(>y{S2
zTNyEOwe`NiwJQ@ZWoL_>rR%+!N*7kC)b+xK{AjJ;(0!t3STfj*DuS2?+P3Q8!Rav}
zAu6?M2|!Et7$`V48fnoq>dr%}BsdKud(J4$j&UDoYEVM9x_I%T>#YgQe2YqgX-)0!
z9vTED74Um>Bo}jY8wYpY!vX~);b^&<TzhFWBRzWZiZL%g0C@^gC?2RJIH4+0si<@Q
zw89-`LBX<>M60w&9Tx;DKt>9tb@wc2NwoNm-u2-w63uGZc3F2Jld*e${q7aJxn<Cz
zinsetZ))(MV~65tmUS9@Ev;p*q7rqeb{{o0ueuF})*3tZ`ja#DpL*t95I?j&Ne6)!
zIaY$1!4P(&Y77KzDn|1u9d&7-<)NJEdw%U)aro@>j^h#ryyjt?MZbsYYRkBbEwfOU
zqbWFicLj=Fsh35thcNZN`cZ^UBGyJm*3x`MOHtipsI{W%$iu?B5&amV$aogF?DO5n
zqnGw~DVvrsF{3DFt$K|*b+#;+pYi`X3R-t_$Ciuk#BMyEU2?g;j<NO5gh>-7>>PP?
zj-!jEllPavEs>WucTaFwWZ>C%w8c*SQK7G`Ao&^ldG%>4;+hML_#zfs9TQXXtxrOe
zNcEa3YQu(}o~hD(Zg4sx+D^-tU-`K7icx2+*2h*VbsjaUVflwv$EVhvy(eOxu8BId
z)G&y!kAO-esY9hfLru_SYL1qORZ+LtuXwN4_Jz+Fqj4vxMqXnbgGl9~QKxvfz1h#_
zeGVDd!vaIM9w^K1P&4f@Tb^P!)C!0MS<`bdJ>{n3%&`dvi1m86baM3vOw#tMTk}GC
zW^j)E!A&2B{dm+>zx%Aq_0_)p&-vD4m&2`B=%7TgI6ud+XnMkNo8Ebop3LqSu%%7T
zpC{5#<%V9junn=_0e@a>C(}4}o^S|ZHCT$oPDSCHQxnN9e%19EFReDq_-fFr=|0Z_
zoi8`SZ5PcnFjT&J_4v{+wR0>jU;i#WCK;JiprN7RPqG);62%|c_SxR69r=|LsOd!y
z!PNz!?nw;xS~6qSAee1Hauz^LH0*71lpao`7t+!JOw_qOD<^Yp#^iZwYW6wq9<}@X
zsOFukwXN!RBHf~CuY{W$+I-r!Woz8h;_>X)ct32nLww3Q<?D<zu2;E3FXr?V{0xcs
zstiA$@C{g_6|Z_*Hg}@YW&hHLfxX6W*tpnstc`z6nwhGWPuln)4ntLK9M<G*XnOpx
za~s-03)EdMz>es6T`6I3D7*la4vV*nT(slyigptwRMM#xTJz0F_R0(#0Ecx!0`m6I
z38(1U4-(j&<K=kgvvc&3X9sqdS7uDV6&4zBtESb4>_%q8e1G@7o$6EaGPwiH-@Tt(
zV{;E1OP@td#kr?l&r$dJ#WK$Qp+_Q0HZBXZ_Ln#6ON9ameH)WsMPbpYiJpaZJg=9&
zR+vooDsg=Krft#Z>D`Y_a`c^;Q2KCR{NeSn4;~;cn0@N>yl0QQ?RG$LdoO;w;y3ew
z3V&3y4#O5Tz6&9YUK%JZDn8!v!<p!9sloaan#E0yi_6HGR6T82g4U!-I%chhkE~gh
z`dWw2+vwW$ngD1ow_ds0&@3hTV69Vgjq2sCuiP42bi|kzT)W$}df0-g!xMq~6w^>p
z*J@f7_W)GLOZRId#uytm)Fpq*Oc!H=p)K4u_->nVnje~0tyeI8iIvqz)FrEK+blHg
zsT$d}X7=TF?etX4qQ82~*f(m0nXlRM=ozP3Y?L}v?RG^)h3HG&r%hWwK;3>Uvf7V`
zoTab?pE6qVl(VD=@mo5g$CYdB+c~^_kJaSK<Ik)LScQgRh1Z)m7cOnc(A`{Z-AbiT
zpCbLvD=oB7fqv$vsI^(CyyDP|-tl9BA}?x-Ppl~OL^~DUOC6V_muF_&j#5G#m5Aes
z)JVu9#1iywj8)9rqUsL!W|oww4Z9U~rG@K}gpH%}&$<1~Tsz+9XHWO3?o%A%o18zl
zXm#?TMnfmJUSn$7<@Up2(-!v}6_58~oc*=#v*aP6a)v?L2u)%?>|74P++Jo2h_c<L
zUB5teWHqXV=%P3s#hcBmAXSXPZ&$(LK3w|L@cF@=A9M`VcJ>>$Ga_~T(D89vS_($a
zthOsIy|mJk*Eqsj^~_wAy=IN89A1}hD7@dew!eCt04CLHJkPE%Z5mL}z8Sq|UFa3=
z(5Z91kDnXe{9-#HC@5pt8(&}juKIDIWN@@V`{|GK+H2pHO+AOk?4L4qs(sOtn8QEy
z<Bge$hJ)Id_eL{*ViLno(EhX$<-DG@OyeR0mx&cf&r5SZvWlZ6S8gy02(}b47qgCH
zX1(5KTC@5n(nQVOmH`o|6@jDiiPlZ54<LassXx^Ifxe!YiBAEU6iQaAe>_Lk8g+=m
z^mXcX%H{@>(|m)VQ0&M10Zv2ZZiGT_Pj3W!_=g=&NJyRo2>OiCB8Fy=^jje4g3FZ!
zMxBnNA3hvYYq=1fjDkXT)<pM><Yd*klam@T1e!?0FX~nij{%782Gu6%3!4U`DF7D*
z69cJWHed5qUYXZ7GO`%kh~;Fy{(JWtUoSRn8{Qd4Jdy(F_?+;MkKGn5D7s!(@9LG>
zYm-agD&M)2@qYSs|2=zKkIJm<hD&b2&Z{>Xn?12%e84}>K;_keyQKd_&q6bhX*<KE
zU$M>P*>3#s-0|`M2OHcLu0)76_`ohpJ~*LU7Y2f0C*`d|2Z;_9#($jT)%-jNzm%p3
zxI?_NuHou~<#}BiAi6%885UR<xtPn8DK;~Ik|v*H=We{<@bwUxV*s$bK&c~|7t}{k
zU5PX9bugY03*krchzsX>29MhI?b}?C7r-Ja?+&>u4C5y%FQhn;n<mPAeqsX#1+mNV
z+BHUxRRBu?(Zjwad)#TqsGv4c@-h_jN9<9c3hidM;FZbTG8NU4Pb-G2godsB`hI2m
zVF8(%ojyO`6{6g`-wyBA8-?_0*Ilc&x=Fv@Ce}k$J?;+Cz8+~-KhR*TNAsJJ)X^51
zYckIF=+NQrj!ya-n@)HXroDVJba+>Wgam$>b?W4p5TuOF3x|Qp36KNuJ_P}-!k@l;
zFoIPMX(p3GvcXH54u(Cz^NNd;8KqNUgfs(k3aMb-U;kqe`1|+kQWw&t+A4ViNg}rE
zFmLy;5&ZZ7CYdrYWoBYU;SX6Z#wFrfa_}G;FPRfTeasM%rQWYlU8pc-g?9E`WVplW
z<bR(Z4hX2}bbe_=(wt1KD*bW30Rn8$y8k-1N7;S%u(4+%dIeYsD#e}Q&-Zj)0}3_&
z+Q-91#=z>GXj5e%C@<CL&-m)KYb==SDf`)&*m>Y_#{QFuqoa;K-SC)4HQH^w6&cuc
z*83;9v!6m&`JxZYm|%A5bf*S48Bz65S+p{H^UACt6biSy@5y}^J}O?%M7?)k<)=w?
zSI?bc-l)7h<JOQK>fiJV&2bswxwqHXuMJK_nL3n$F44DgKAR8%>bAzg^8c?1Qby11
zr`2JI(Z-IPed-o8hukrQFe(Ik-q|3GM;Xlzf}4wme9-PQUsqA|WfKQ1i~PC|%@A+g
zjrCHlz3R(k?Taf7LD{e~Xbh_;)F%|ewb`Cbw!;ZnsoaV#D259c+iyUpf4Es$eH}43
zg%(>2=O#LESqea3diGgMjSeYDZ@bd1c69LLpkc!;L^(PYtHu_EfVQ-Gu5;|sV`H}@
zGYV&n-0FeZ4yC1|xkrqdS*J98!K((;Unz^<=NLUNUn&?IZDDX;p3`~niaP#Ym)8|D
z480yLOMeEc0pk+9oWtymlzt#x-5MFG4rCwPqE`bbXxCdE@9Q$k#{cLjeZzh?RC}9S
zqwf+`>j=%8qZ0Owsrt$bo_;GLA~4lZ@~+wFy|p7-8NZq^FbHEK?a=&lwQNRL-in#y
z`0VQ(7c=Dr3tVnb-uuGc#q_b+azpdZd;b$+kO+pEIEP+i>wm-z(6+hJ=|4(a-j61~
zE*{Qxz9lmd&vJsAOmu89v^bVyw%&^ICs28bF+Cl#APXe-Fm?2dI!~l`IEJ5X`x;bN
z1~A1!8-Svih$fy28JU?37<@I|wwT-Bf{Wd$qTV<DTXF^MA^EU#kLQ7u!!Sgv|FH9G
zm^fT%p>t*wIS5ShtZqa*am3<}@Lx7zK@~SS9BfX68+HeeLR?Y{u7aWXu;vm;y<wX+
zo8hBqN5{SWLDgfG>cFE1+#y~+o4eQ-o2CwzhF0nR4u5C&rSL84%O3!Ayls*2B%af7
zrWaF^mJV)HLOY<%c$yEHqe3#GT@_w``+c3(>e~IauiR8Mc5Y&}?dUP*A8U8qs#TEQ
z^y{f5uNA@CW0I5aF;exbw`L=y%Z3dyEQ`wnE<P%Kh#KV6`$O?{w*ihR--@h(NF+PY
za?|1K*BTWZaH;1tPw7yjm*&H||5^%NE;GFfF{na_Dvd*ujGIg4La(W;p?aMLymsx{
z{wO;bFi^JW{dDkzv7OgbYKS*7op@ME1RQJFlVKx3wgsT*_0$e+i~?E5h$BhPjP6U~
zfJNf3ucA<kCh@zfy_1m_YSHINpYmoogussA#$j~kT~X#*nTU~r!Rgc2(g`UvtP{qE
zfT=+HC@ErNV_i$Rp|T1PzQ6_HV%{f2=+8-9MArC6v(+14WmVF&+4_%FEqYHnzz^oo
zNF@QIVD~mL0F=aZ^BB8yMk5%<kdYK|2toNSeK10;WVfSg2!5|swQ%o)=isnKwoj=d
zkW1-p&ytaN?(Jo<7HQUP+7!YG-*`@pnZ|)ST3Y^h_6M$9HoW%7Tjm+=U84IHEL)b*
zb`BVKo2P{<_Ma=F%IkLRR#VmS_RN@^e`B@6Y|&dqw`rJWDXF)v?Q@TT(}xX}SAJZ+
zBTOYY*uNlE$;ZdC!M8SF{#cs5TE1a{mzPG}+Z%B(hZiPZ(eST?stu~ZFPH9qLG^Y(
zLC!C|-?P%v4M?U!cTEYt^=dzix7}lteUK>g3}1&#xE+Cn1~XxXZCSS|Oh3wIt*4iP
z>QIdQGh|3jSpZ6;No@TgBsKqk<FHfxw#_#*FbMnEx&P+uZA-87egdeA`Gw3m>!5=3
zR0Q<WkusT!84ZM~S=zaDfI)n#=+-jfj$0u@ygH!SQycV{9^Cd=R_IMoTie`Y#Al)L
zC`MlFeLN1Xm%1{M)7AXiSR11;@kqvnJR=~?zgIA>Bb5ed>dLOFlo22=PVbi0f(_Qf
zOa#<$-R8|Z40FvY2SLoactrH88`<Xk67}Ju8c&XzF{=hGSm}d|){Bu#nJ1YfdzE}%
zX}ZQEB+?>b;)MXUjJSzq`HecLUcauT`i8f&cyY#?M+cT$NBmld!>3a1M%x-6#GLo5
z=LofI#3}><lf(kTkt^=~dFd5jzDUmv7A@OgWk2LG{r|yVC%?L(6h(dt%URua#<bEC
z%D+OgjdJ4b*;)VxK5vf62yA3$RbzZmjtF#aKG!4p`YWb71=gpV6MG9(^SiAUcX&IH
zXJ=^dha<$J*Dnx00Dq|hTn!~Df&Lry9FPYIwvW}T6bxSPnLeEo+!i+r3i5U9)@}K|
zmoj0;V^tCbt)XlxB20?Xcbs|Tt)}tSL@O}0M)B=CcdkcS<a%s$`41(p%%@12#T3UE
zwJqbmLcZYGt)#G>zTwyr8o;K^^Ha^^$6Iv)ATM4|$!VF?k)@?|sR%>>Ax=CpGmc;S
z9HfUz^l&oXA|nGbA^6Vcz#1$+*B;+-wsZt)3-ckPNALWSaA>%1!RPf|I_y~=zvB1q
zSuHBf?#H!1pIGgwI+ek+m9uyX<28O_Rgn0e$7C5Mt3Gy(hz3=adiFzMw5|vCf6N3K
z=XQ$tzYX#j@Nd)!FS&_vZa;oip1l8b{al-M61){r$Bx}nxyx7VVrp7^rlH=OCiUw&
zr!0&czd8L-D$<bE6v&JRc4ckiAI}tL=295~xWJdcBldU8NGlA#$i#^vqwO<F_u(T)
zX8mjOGuQ6)aLUGlwB^?-4mEuUIyZ7}|7Ma0zwZT_472Q6O95=+@#uJ4o|Bj<FqINC
z_y>a>LA*`D%v~!s@FxZC7DtF{S*@Ekl}mu~p)KizvQk8fP*MASdYZl?n?b{$LS0~&
znv2=gLJ^~ITxebW@r>bz)M8`@WoZyVRPM3j&1ERTgtwUe*pxc`<n{L?TbX5%kI9GF
z_h-v=<-{XL0+hzjKhdRb(y6<51KKB4ML4Y0_*B@wd4uIB8jW>o`tvw8%xT)F(P}Jx
zj&>Ztcpzvi?l1mX;skvuBr%B35o<TC{QpV#R=l$zIK<3tJv_W+eGTi12NdZa3Xxxm
z^-W-)3N)OQW2hJs-xbS_EpP9><8C4dK5~<07(inROekMj1^C0Hyx|n`s%S<*wk|;-
zB+og@iZ4`3r+zL`js16ElYz<N*nyp9AYqBwd#?b!6J4^%JZscgZCcof%^@T{S<NDz
zT8g4kE17*<a4&jet9~+S?pgw|7T{M^S&Lu18iX1e;o1>DnmAgk=X0;4OcDl_+AWal
z3Xo5Pn+u3E1p(`ytyO~gv#%)6W3?0v-sQEvS6BV?6eobj+v%z7_m-7WWa8Gi<XfGj
zRwQl_cF~O6&u|tKm^d65it=)ydVKE1jA+tPqxQDdi{9z)!7S=ir2GHkVmG&NV6V|C
zSus^zy{8KcxJmBx3vguO%z#dRfl|t$hu@)T=r)bJ1%)4Ybpb=|eeh&m&vvrDYbME?
z=~JppY0PDDgsW@x{cJxl5t)QV>MWzBka{bAzVBt+?*|=BvOyzOWo_NNcN5CBC_1;2
zmo>!-`!6}T7KSNoqNj&PZLA+<Do6w-;&#OCku=Ygima~gHL{AM%7p~s+xF<*95=W2
z<;e>;M;|MH)o~uj>k%AYWbR<KAQ6IS$>dMOQ9Yk(rK0DG=<sGGGvI3>i|Qc|Llrof
zUD4d;Oo*REd>xJ&Q#A`-jE}Mn=aYz3{^njs>|u`N{YW1Iz8JDM?og0vJKBB4h5Fs}
zH^1IA@oL+ye;&U}M86tEMHY5i_{LWb&R0=(Sv96cjiN2nE$a=va;qe>*0ZYRMc?{&
zs%vAbx#?))8C48te%^!#|3406TuuIu!x&Ak^h8uahuPb&sy|HwWc=aZ$93N`yw^-h
zFow2?`!#tUXU_q2eSL46+lL*(dmxuZwhyM$m2{ohCpVjmPlyx&A7sgGz(**9E<ilC
znb$Wo8ddiUj9*YGw6{!UQVDBFzf2<~j|%OMXg~pMLdQ?yZtWc4b0$ls)eiK1aDr%a
z#3@-5-uohaMRL>%X7zF(EO^g+C&aU48>&S#(4e_3vi6=79g_e{5H~U{2gH7vTz_q(
z_qbL|-&wUQ@kChNVQG1>3gW@eJ-<4`UJ>P8Z#fFFMcs|PZv(ud)Bag-EfnM4<;#D2
z=GP;|A9#7*r`GIz!+Lisz9=S5DmUoatWgK8Q6p>Cs~>pJtA}UR`zKbl<0iK;Q%t|9
z@T)fZb+nUVoniND*Ua#3bog*ai>2vRb-K?|wfH`J8C4Oo{4C9jl|OzI^Whjo$ReC@
zX~a^>bCJ8bmW;)jzsPfA0ycy1)n(QLJaWDE<@Ngq!d9WP{e{1H3ObKS_0E`a`etOU
z4|z)M+6NAJGk<=@?Dv6z8N19<7Akpv)v`VY?${?QyN2VL+Mc&_$#azs{mmP@Wz?%u
zZ=-DDT<73BY=?LNGDHgFjt8@NuM8PFv=|)Hb->ktU%@M`wEn`{3X$<4Ktk%V)7;Mt
zDFYyof=4eYj(jLp1t6e^Nw|R{eA8YyM)#Y*VXhi$wp{b(^4~8vdaa8GNqw02WMc1A
z5gMO954WmuK6T}*TT0l+x0%PF_3w$jPZ!*e^AA)3)|0o(=V-@}EBWyI`=r9#$DGYM
z4Q~e?)BQ6x*d(eccA4;}_$M(yDdV(G9~Qg>N2P6x|5PQ)IVAXPjf@hm&&bzyBiIWM
zj5*kG!?O6;+f4)i7&HC~wT@K%TGmwc)m_~n_mPk8&2>?_9%)i=&pJ)}QY-UKGn*Ax
zvA9eiT0~^3I+K*onnZNUzj?C(+~s)eWu&=gjL7yW&f?;+M<wtxdilTBhzCN$>pG<y
z?=c;-TiW}ec;`0jHZ|!G(yiCA$2~PaMI7F)SPm}aba(~f0^2x@e4lSv{c*hzy%?NI
z2h-ZjcO4)OF<<N|fufo0w%+(5@~^F=EyxmE?mC6PnK-IGSonv67)8Xd>GnW6csb1N
z8$f$uH!Q3K#HJY+yos?>Z3WeZ5FxXC(<Rz~QPw$dp!UgAo%HR}j_hv!@#~z5q@XQr
zhMex7hbpn20yNflk=?j`ptNp)rL?BbQ~mz_O$~#_O&n5DmmF`(nAIW5HYx`tMW8c|
zC;{X!g;=3|w*NYe-@>oj8WQcAd#y=hB}2p9hfM~p=t6(Aged@pM$48?t#a)>C^MM3
z$mWu6*}3z({a5O?KYwr4zI|R3Pv_<3gf+UcVeT}CZtvT@sAXex?+74y0}`FQTL7CW
z?(TN=M|FA%%OV=J&XZEKNDHDd27+T$$zg6XDfgkrIl~RH{op*Lc8|yyG^O12S$@9@
zSwnuzpE1K?sOoWdHJi-xEWi5l{@Kz2;JE$lFXkyP(#l3r2eWa!K1|RmcpZ}OwIlI|
zl}?g~ceLHxwZoz_OU)vkV}9pq{fPeibR(e-E^KO*p_nuwx%j<`vQ9hY<4LuqUDvQa
zH}vp-{f<kk-A1Ghy?{xGU5r8A<n$Gj{@ahRoooE;Rjs@fC`_jnThN8PGCwwUnD(At
z9v>^7RJIw2jqU!s_m1Q;XLR{huVYt`U#Goclggj(SYqR#TJ_DmXhF%6vN{Jx$B(UL
zWBa3e&UfFU(AfqC{)t_?tmv=u>V^5SiF*fDKRN20-ax@j)$?9+ukP6Q=Mu~C&Gv0I
zoKg*c`TTU)8IyVz_t?en{clDn)mZI$C!@KTod2Z-l<>MKJa5#a*^=IU`na&O`ZWmK
z=?DGhJn2r;2FhExq4Wvj8qT9yr%v%EhhNcK2qME*u1_vx&R>g;VQpO8o2E$(4-HcP
z@lCe+`I=S7k18Gd_c+8UH*Op?eYA_B>WhI!(~f&yISo`gWMB9A3FT9#(-(ER>L+ra
zF5GjII=9R6&;7ACz_}9^Px@||qoSdBPAzf!=$c#ePpb;yEgwP73VVU)E<>Fo(2a~q
zGmn8^(9h`KpzzN)Jh-arjWpcWEacC-)%a8aXNqHOb?wT5Dm810H@ysOWA)N)yW@lj
zVyf7C#joBVRX;ENJak5Zva%fUUo8dxptiG-9keCSiFE-^1ul>hI6#gL`*xa*(IR!l
z#k~PhHNCQ1`JWfbe4R1CC{4Cb@7~(XrC|aS7#{8z_g<(15D0OFL_p6wkinVeT0URR
zpjSx6gAjocAnUQ*K}-P<zdU~{N(Zsjf#BA`@dtS{o#sv)EGT#s3Py`XlPS@MihJko
z-QwHkx>;>H&X;0g1;PV-a)-q>vH}s7^SSt?3VtRHHd|aovP=hQxTN<_@GbaVLy-lc
zgfLuij%rzks>QC7Hv)VjrdiXczp|}(j}V9cQFKR)p`U$NLm_Y+x(P4_e}+Y|z+uXW
z`Gr@LO%(Fd#JAPo-`{plGh9Td)y29tu|%je&>Zm>LQENrAm7QWfoS$9O^%!icwySu
z(^ghViDgZ2*M*23t+sb==y;6Da6BvU_)-Pv3jqFxsGnT&dl5s<c=u$%Imr$PLHOyi
zF9G4?{ASAYPY``8HIA5#%2VvO#2Dgu4L@t$9ELOh&l4>EU9_2V7q{GXDD2#*Zse=e
zt<U37B>n*RUqd4z6E=7)^k(Tq;*^WZbAKap(V!QC?B(&)sCb*3$v_RlGc^UX5}9O=
zat7O^{^iiGL<lAGIB3?6?nUG&Zl~NzIt?dr=%sBM>bj+_f__LO$PC8j)W50p467LV
zx|9T~C`&E^>Cn?;P*9znLskt$A?5Py!b)m2h|j5sw0BZ(`F~t<i5Dwn0Q9B{U<Rto
zY*s{-<MR)R^mj)Ag`61GX+9+|Hl;XU<71-Gp}0V=m{)%_{hOE*xRy|di8u`j)DE8`
zwr;smkf$RVqFILY_?&=?z*tk*(3X7e+_+_aFx_EQ+rq*UK2^=Mw6(pPG*|g=^m|d4
z8f7bb*09Q-KQ|Z^LY}d@-JN7UEx0Qxg}$;uXgju;bG9LYmPX?YnBZk?H{5JxpHt^{
z?FJn=%GXH*iZZ<%&@}+%?oV+fJp-UzPkt63{2c)C^*eXAwvtWI?KNsYB3)dSbv<~n
z^SrM=e!NSsLx=f`NaKm9Nlx%+O)qP2ShsG9{0d#&A+wz+iQVYjr!XrO-1Ra9<YNpL
z2s_%PxYmeJIPjPw@TdGjuI!8LYAm;!|6;f-<KfftaHgVK(VVsaP#&pJ+buXh)n^CK
z<|LxCx#3h0M@O~ecf}O!FJ{HSF1`f&bJjhY_4dV!EW(H0_7NjTx-)w>4QzE9ZCB&g
zC%eOs{-$&JvsNPPTm*U_bnc4UWk>89yB)dfr@S&M=jXrYUt<J1xm8?jX3|E@PR66}
zQMxppvSgWe1GXURVkkivkxy=2%71GC+zT*KRGqk_&}B?3=Nj4RR$(0;HMB`|Q@ZoW
zrz~~WyP<9yc4uij-q+rExnN`J<=v0m#=V;~`%%Ld!^dbH$Ta?0m1y$qRh{AU#st0k
z+`s?4vYQdR&K(aQuw>dz{i)D(hn$j487W|{Qoq9f*yKsassgfEP#`wW)2C1GIs4HC
zl;`DeJ_!!p=H~TgLBzpR_NP3?pf(6y?CRzg$5PzMegM6PZ1%01>}Tk31h6HvpmPZ{
zq$x`^KE1qQMbNJJ@%3vmMX<-|i4u*F)uME_&55%!gjCKNZT|Z}%WIM5=3FED)->6z
z{6SF^hW3XKjI{dp_3KMY?b*0Q-ZmOA+z5j{%TWD&@3d9D*mQ_6tx<{1*!W!X<}QR_
z&k%Z|#;mu!#SNWVve{h8Yxt!Hwbe?S5p(b6@7?$ETiw5hK5H#)MNJ+2^}Vy-zkBzk
zHM{ZF1DMalIC97$-O%N1=fO(s0CKw#XBy)p1&XccGylbHpPM|K+X*hUB!tm*6%k7W
zYGpdhaNN=Bps82)4(KP_J8s=Fd3*-GLl*ro@<T#1eO#q0bHE_|Og3zzKYyJt#xH3j
zqC>g=C#Kyv>@->#>&et?YBul9jXrJGt9OB*Yzp=z+c&{tfONGwkMDA|D)s<D7@rD%
zl;go0Hzp%UGq3u-fATIkP|;#>+6Ki~hT%B8v!H%}`qV877UTxed|+ICL+jgjtDX1o
z7zqFHwZJ<1Z>blc5otNd_6)GioBHEbYt<?ZJBbJf>9P0+AI^lLF?jy$*#*=NA+tL%
zK9-~JouM;h71|@^lqt^fxvq2OjN)y-!4*gR^0KqnLf#2%C*TQ$995@v_a_k;fN5b7
z1f;jCtJ~0!se2+K!u*nE=B~$~rt8AjHrqQ-7!+n`AG*^MHzw~_C0Dkt=Jhvh-FlNl
ze6H1x<rqZWpLu$6bjr60*z&*~PG>qMXYvaUGTK2C`&a1+5YVhwUq`LrhNcrWLP70n
z$Y-&3LVnNi*FPp>BKB#!ulM0u+?jcrlpl;B=iBxOhHDJN);I4lQ#*QwMX!?I6le78
z+X-HuadKImYxFmnX<Qwl9o3)kP*Bc5^P2(2V`J;_`$LT<HHVMnSQ<=9=?;Bq7i+)6
zVC)(mQSq~9QK2KW!`N<-P~h<y<!;5>(H@1Y++%jeHhsl%q`^x0&pgm1=ub*HWx6ey
zkJ;a^Y7Z0PZ%!}5fJWpST%D;op)yK`B0bd<CS^K<yxuEMBP`-`7iF$()VlReQeEh)
z0<(wcF2{}?Yq`C1(8Pq7u$Pv}Kv6OQw|4EY!_L(l6r00#270|~u>s2R@GZY^(0@vi
zSD2ci)?9^+&)bc!O`OhZ@XNTVp=~er(e|jhoGT(UJ-WT-Y^s347zwy=b%#kC$}0K9
zJgk$%TuIrGc|awV&lWHD^%c8Bct4v5I=VDz(IgBk=0myWzFv+}AZQF)XR^VeZr83+
z4uiLMo)R+T%ZqpKMp6%nStMBI*|TTy<crx6)Kcc2>NW4a4w=gsyv4dVuP>g|*REMz
zy_ZY9#c{oaXaI@A02#PR^W6no*_A28RR2f!?ro#C9UEiWm{vC%;4N;<epQBSbve)O
zxAsO*Fx*8)d}^W*-6gt!tztkWhVpc=qC^ms6Y-2Z9ui79)&R;j$@8b?Y&W__r~M``
zxf?kz>)N#q@Tm9bhKAg`rBtV>@knX|nO37buwJ}o5nZqx5Mq2kYE@lu-gi$<Zvdcl
zKX|`m%#a{WVev^)A-y~&12HB0R+{p5q4&n@8>BM-)y<6ngfK!`e4F_tIeL!H)R7`?
zP@rOP*tB-dn)%2Tn9RAx|Hl9+s9+gS`_iRLdbz)?H(AE#&NM&UWTBr9BhwvqbaWms
zzj}J25ng}*Ng=p>udwk!Ot2sHl;O<sG%K4pJM8a<RPL|dBTHR8J*(r+{f(jlORvR`
z^Qtu6(|g~~CBEm4dz*|^J?s#usrRgUdQ6R!11@}R+3|)U9$SWQGL9f(P)e>btL}69
zj#I{i40P$)GZx5+!O*o7Je?K=1_a3T)_jbB37??r(Y!yQufG?Xy{5G^BD%<eV^nsw
zyndEb#0Q@!B$>-BB(C2iHhr5Y1yMDI%V~N3Wm(xRuEbfM;>3jQREBTgCpSoW|H$FU
zcv)MGiFG#XEg8p@>65AEAKA0{5h-w|(wi9K$|fy99l_Yfj=iVr{EFv(9I=grV~6+{
zfFbXn$C;{cxp8PFKRR>)23Gu?@Vk>KOh|)r?`RHe6DIZm%M$w%vH2&{!~j+RM{egO
zNK_@!Zu^~|os}gD8De84qoiRaVm#`Ghr-pp<6=iP!~ZS(-RHQe#}%y>`i;aD_62HL
z%Z0;OnjC`lnkg%b)YDEv!Hx!oP^(}660w__%ogU9ZB45uCR{EojN~)%A)1K3#WF^A
z0^~$Q-3qMv`tKF=HM>9aQEH0@tpl2xT*#?2d-jDZwO!p7T};{4Ov|JJyRaOsj+^fe
zP%Nj}=??6c`)YXJ);`+ZE&Lo&3K9a*@NP45?76;)(fSd#3kKaS;(JVoYzNca0vM5&
zRKTeZmkJk|X?nU}^z8MKA?L^Z4XfY#AId#Gx7E9+wH}`wytn_4{V&wowR?7_z1PBk
zi>vpIPu%=;wA$_Jr}aW~jSVoo*@r5{E@5Jrrk<sC=iarxWB5BJ&Q7e$3?4{5NEjc2
zlV@~R{l8zXw$kw>ChrQ>t*xIu+p^HBLCTnl5WS0qZMGZT+jy$3i~gDoyYJk1DAorn
zSFSWTTECWbn<-D0A!SpDb%UYvQKvpE-q_;tB=v85J1AgH#=gO9nTgxwHOu`#_{$F^
zD!8IGpTB!~7nVwQpW3JCt_>HJzi?_dlAYUMn)9Gwdx0V!`%z*TOCW|K0I==creQ;+
zEwexUyMHZfM`=#u+V$@1`B@pcxlOY0E3Vmn_MvN^jI-974)?F(YM5dhS(2ELFlWut
zip5Koydt!qi`hzpl%8~CV!||t5QVqT^MB!uniqC;n=*Irm!31rw)HZ>6fnW@WA3<S
z_j;92?K<2)jZ3JQdH>Kw3i1&_r}Dfl*RncMR+ov&hl+!ed-!}KZx&?~F8?O$^<LzJ
ziKoB2$G`BH#x5)0^K-xCUGDJy)$Z`sL-&WbGYM#`t!v>2?LgdurY-)}@N080llJ69
zcXBS?jhnf8_eB035g`>5PaFZ=TEe09ZJbOxJ@>84I{up(lCrW(SD3l?I5O1jY}GoG
z@PWz;nb_o}n^}78l_lW4`}OO_+$0p~Me^2{y`zWQP{L+&`xp~`KCCqS?+a_UfRRKi
ztNhllW;AYd?B_A2&wuKsIjKILmOv!+pR4=Zt!vMoFF8rCsOzz3*hu0-n`gOiP#}1~
ze%d;zENGqYF*v#~Y5yG$Q9yAR+tLmJhOCy_l~g^7q9l<tM=#jl`^y!Z9c&Sl@A7?k
z+K)Pe2I&NjI;5%Afc>i`wz}=T_0onI&aw2_7n4B(I^>vS%nXS;bV7C9>^Go2(_!0l
z`u_Axt6U@Z9BP`WCJNrZJlbg_bf<HRH=^!$a}Q1V*_yexM^B$lcmMVmztu4KSiaKP
zFOYMVbYmjaqQ`AT+V7s3DbqAGm$<i9RlBW3g`EkFJRCUvd&v%G!9AWl`H^~Y=FA$8
zUjUhii4HHV1rFK!TB_Hn<I4BEf6O_O=G%4d+`UJC?2nEHahOilz_OvKKOY`R_{hU{
zaT)YWviD6v2S|Etg`R-7v;FXol8x>DJddn{2XiytJx-bZLC-4IINWE7&X6H2P_ju`
zc==oTU}DQM&Jl)V3K{v$>exAJc$`aEozoK|KJ-L?o&(E!+oL;PPGS#Jk_@$Nb9~A`
zJHy6Ib4}+X+fm=#m;)UX!e`ag(h7Y&Z4f(Y-jIbz4fdPt58DOtf@KAaU9O3z*59;d
zroM7zicbF17EpEfyH}o2Qu_F#$HEWw5*+=;uS(uLuz1t;O!^C!G9uWq*ncM~cjnmN
z+a{CI+^LNY<<6u<8A#fz*n4Yh`&t~%_SljlCJTU5`%L@aJ!t`=%{_bee22ZiLg7SF
zPlgRZf(z|3a;37$mz;jRdu#A{Ka^^&+3ye^w0^zim(Oi`1^#_#e&hD`@3K%o)KFzf
z8JmMNnpLL1YIMf!+_FZ|(NR`SJsyAhtbX&Km#$kne}E2ObEreExOl!k<M@+;g>?JC
zr+^4VJx<D4Dq=TuuY|gBH?0z28-X4&sU#mm%3=uWf^7=J>zdTxm-@YF4!0OqbAH+S
zpdhNyp=INVuO~{XuYtn#0onorA6;%;z*`r_L<D^?wy2hefTqVyIQi1&mLr4!=h|xF
zdCI3R?;hXNS#C9g%t309MJCJ-FSnUgwgAx}$b+SgjYjhP5*ehYOSU|Aoof6si*AS&
z%vwn8DuzXL(zYE;O+&zvWWt=1LEqtsHYGz0#oCB7=kTNhb(FEXZttG_d46Uc939bn
z&CT=Q(6s1kqow78sw=_2XHU?#8{YI#U6<ip3f2uyT{qMAJpts9ogp2}9{t{a;eY~^
z>#+!R8Hh8#@jfd%o44~A9FX2nF@=i+4<banX2s2ZrhWVFCZ=_q@Q@y{l8U(k_3Gka
z4#2@==UtQd)<9+l?BZ<8>aQ9+Xpji9saJU@+vs=ZF}Eq8R8Wu_1EZt9I>GngG&2g_
z@|R5=zx^CBtI(_|7tRd`8B92o=v7XK!n!DH1e&aGR6L^>?L7JXP6kKrFsTU+_Lw;n
z%5fK}18OH_S$hdw@f{%b>UN_RycRLVfl1o}=JfXTPlO#(C2ZSvZ&>=YKlORA`&1SC
z!xop;fBfDR{oKqR?pKwqty6}~ALOpJy5{SvW8!nk|8B^YZ+pWpE9s9vK4tyXPIiYB
zY`*i{{q*XtZXKzQ?N%-Dryz@Vh)+Cul9}bv$IeGawgGt?ec~ut;d7?C`Ri77)zy1_
zpS7(SpVXBmj#(w2W7S~N)RKaxO+AoAzX&iH26o9<VW#`7<<OQOeO3!Tti1o#NN?up
z=CsnQ?}xQaaJYt$>>t9LaHx}?`c?n#H7R9bTOdt3#?6#NpQutg_3Nx<U>gv*;)is}
zW8!S}r1VBuPw*W(`6R{sUHSmX(~F3PlzMxA(Fc%vPB)>TzFV=?FY`}$Hw`uT9OpAd
z+qw8i{`DN9L?hIx-Kdm!4S^_{D6=iS&QXA|T4(3c)6dE*wI6>eFCUTk4zN@~V`RCY
zAKfp<t|`5gQ=gaEkn`7wzz@Tpw9(WQg8+t_SA;Cu6&}8=$1I1`Nc9`8)dn8jo6Ear
z_))CNVfAIZ1LsbRJi+R3@|pYak;$(Icy7`?(M~9(ME&HO*P22#N3Jt^e1^t{dvrg1
z4HDd7yg|UZ%HF%#*laOP34gNa)zu2=ttp0WkG%uG6*jo}Mpb`MlJXn93ccRmHxOAZ
z=RfoW!kAx}j3P?kDLD)6`j9puJlK+O&otSZ1f{zMkk7DJbjb7f??-XfX^tNBn~Vb&
z8&Z<-(LfZom~Sx5^Jiv2Ni(%$&-vq!hx_S>Et}z6owLK_7D+f%wy@)*xsI|$uep8G
zzZHY8_UeDuL3HkSzZ!zWb_n5yaw~R6y$^J_LVQ8Ta2>x6oYRAZ$O!?~upQa67jT9D
z!m0C2Xy{p=wU5Ik{XZrQpJ@p`gK82d+mPRHNJqh%3U2fPUM+pB;iQM56Y!7-r*XQ&
zP9w^v5nvf#R*mt8AOqZKE^C^Bjf3gNnR$J|(Frwi-s@TIxBm*Co$e#s{pnjQ)--kL
z1EBn_bLOzQ@F{z}j9}4x;~L(cER$w}+k&q)*6HPz?P+?KDC&uj(!4xL@;ufuvd63@
zbmFquhfY}HNNRdMn56)6b((a(!nt^Z!~<@@mC!yUEn?RTsp=G3hIYftmS$WJ2?%$g
zw>W@85x|aj0eDr!$JPZb^R37oXE`abPUE|EiyOVIqoy`yE?LNaJze8nY7wm+b^kI@
zZSP*z8JkB4n1P2(T3Q;^?<Wq34VQ{^b2wDS^0BLU#_L`9`u0lV;OmXSv9f<iViZN<
z0n0GMUmr8oMGAq#tVJ(ZZ+stK-io|c=vTebGNzaZIC7k$++={ASfDU~;M>T%WU!f-
zNi{T`DusSk+{bCP!jASdt&0)`O+_|QB<$H~{-ul}!ve=R0UHz79flr9MKv1sMm_~I
z#|YO|{JDx9>lknAhO;K_4C=3kt}9%UspoQ8Mx$hI6^kUn7nc86Na_)WHsn<a$!5}W
z;Tx_({^(CQp&RuyU$L<LN6*m%la3#sLI8G3U(pKmMD8ryP&2H1Y%jBC7!Z>o*aCM?
zE#2Vb({JpyFFVWdxdJNPJG=1wvi(ly`0jK74i6$}^E)KFzj&YGZg}o*aog;gjuPU!
z&*c>rF}5+5urOW5Tu`L=XJ=-vCYQ|TD996p)7pCUs~iQCpo0nf$#gu#L#2hKYZ14r
zHE8glMQS8)f&|lXj?_zTSmcZ_d&mLpzWKzoX`H<pQRG1HY_eob(<ok0sh;{thUkH_
zczL=LJbiu7PhR5#0!u4fk%R2epCBNp1a+7=)Kk2Ahg6{ZH3e5bJnq=h`(wHI5~u)~
z<<Lw_aPZviYda@43>~EAo<EpgP-_#}b@8pNQJXfS-Q5oq+~|D!_r`t<u$7ejLoNj9
zlRaR|3i9&$KaTsUw*Oh#<jnw&Tw?TLJ4o5iBLv<|?f#HSFo_dg`jfUqHXUONQ29=G
z_2-(H4xzo<MR~~FL)yYxuNADT5*<o#8}q$L&enpVVe0f{Xni!a*MZ97`1>hO8&)^c
z)KuQ0|JnD<659!B5q2iH28=op^n=oJ-;v*{SGILjhjf0>X>62*QXMUQ3xYg0zI8?A
z{P1C~tDTFv!=p}_O^mS}lj^;QzcrAKi=N`n&!3$LMtp}+C;Uc?m^tI0`2*jbJ2oz3
z<YsIp^@a@s=+%svK4V7QJ1w~YRAOPTC`9%L&t1EAZRzQVF0Jw(Ja9N>hC_bNFTdDr
z@J07<{UebLBqK75Ho|n-a4vvh*xS^yS^ok%E|lG)hd*#g^R3iEW9Qi9g3i_AI*kpp
zklP4>%Ml=PZ^lA}>^XFo=~P^zzd!4lRjpfdWtnP#NkKtN%@C(vzdw~&>2+B?4hhFD
zbHB7tkC5y7V`w437VEH&jWct3%j%i&Ar+I-e47pb^=)StOT0`*0FYHY897VyB52Ej
zl-U^@H`WA=ueng|p=QYGRGjMR?P7u*;`Q|PhwoZkMOFKD<M;H`$-k&uy?gzmX?g^C
zY$%#Rp)Jy?t9(*-i5I+<zKzAQHhuf`TR?X<WVs(EYQ(afP__Dhd!;M0>uE-@X+pDA
zt5K*%(ZH7(wLtC}<(}TN=7I&E7wWBSG-K?6;SCi47{ll<!k#mP^q|uc#1yPG2#dNy
zEao`eAs*_Mo@OdCH@C-~ay&}rv%Qm08g}}wnBof{6lJkex3nMJHx)YmAfx)2uy}%)
z1ECmQ^ZC{ME=zX=2L2Nr-axI{-LbNlBWJN+)U`)*nZ<>6#Z5%UiILrvytL2gu?7a`
zRb!LM{l}z&`Dfg`xrv|jdaAQI(m+yV?C`DasNtbwTJXUSHjNrKbm)ALGP+2mLk<be
z1wQ?YB`T#XdIbd&L(LhN=J5A04EfPa*P{Au{4pV~3DxcZQe{TrTP~)8RIc%usBPiy
zq`R_cWtN9)mma2iJM4{5?C!Yt?z;~ktdXyc2c)O_BLmC_QxIR>U!JKaXz+3J6wwg4
z8E1-3SvJaF0u+^?fbJZ)$L_O<q|b??0umFdUEJI<X;{RsfKzL`$`j{WWKbhGdR=<;
zI!Lk-%oMasiZsR7vcg+npKw8!eVjKO_(9cmnaVQGKE4UXf(-h5JC?<~AP}M35|<@3
z#v<6GbG17Wg|>V0uDi}@zRMV361RCIr}vLe>i5`t)X0&q;TR~w+tJdUJ$LT;n>Sa1
zh(iMwAQGfWSr6{J-!@L)IjujCHSGB|+<!3+Yw%k63*crqh?$bp`Sc5%M(<{C{%z5l
z4T~8yBl3iuK*UH7u&@mQy_9)4i=>x%Sy@AN?e;<DD^q2R<AASE$CtIulZCNOG&G{#
zy{R(zo>pEGUHFf+S)Z%duIxDUJXbqDIPr$7Rj#jn+&jBn8IS9f&PlD{_0#NTQFriT
z4h{;eL%Wp-mWfN3px1Xix=X=GsR@Z-O^#~D`V}Zv)rI$xDBNzatxVu=BIBqtoAIce
z!W-(3qjG|S6)mfHt&G~;eN2vkCgkK3sKHAr&Le{$#JvP<r$WWlU?}?G&^ebvw%HZJ
z$?<|zx#GH1;&$;48+|K3B?3o@0tM!Px?7yD<Z{Gy($VopZX(3i8PCE^^sBT=f+_Ow
zNxRXfk}0XBEF+EM<`P3m2F5gc!t^RL;<^i!I@aKDFcwL3^A9<vr+qpPOh)3BLjybG
zO3dLTf%k2m{PHV(xGX)Q+yq=;F@UN2l`XmtD{F{8<1fr>`)>bVG-sjNqP(`Yw{(>H
zTJXhW3>LtPkZ8-{A#ARJuo2XZln#&8o=0%lAt48hhbFw|kbAox9Q59wHS2lhx2p7a
zDM=fi9h!1t>eZpv*Y@nx-W3(}@MGT}Jxtm=yUv+5>i3|EH+F{`z3lK()Q9A|qKv?b
z2mN7Zws6o-Fl3_kx48}Yeto$A-er(m{VtG8=b-_3aAX2jKl2exfQ$fv1CDf>a17Te
z(SD|XfA(uE9N6silM!>0l3ZrZ-QYO4S8Bug!51^`uR8x=*|NqJ>nD9%+^})ee+uWP
zG%RG=WlOi|)}Z78<W`=iE6IS(#NX~s3jJG$4Ej||dv?tM7x`c!l9eUq_`95*IEojm
z?|7!O)XY5mHM5P!{?uA>!uZD|_kzl0kESK+CE0(_x|SZaEc4{;>0joT{d3aw#!~z_
z5gI>31||Lwyh6eQ4M%;$Fw3F0|6ZW)*RRy}e(Ca2G3h`-_KN+Kt+A22HXTgws5d{x
zY((MnE!i)QU%wcdGWLpVh+YjJ{eP2xceUHy)K`z1=jVu-5=LY?XvRSm0cJ!WHnh9m
z-DgFmYxBJ4)vXnN>b-i|l;{56I(Z&daoT@kY)QSh5&wQ$-^cZuN44P~;U+Slskb3N
z_w?)A_b$d&D}I#^ORec<&}Z4F0~ddMiy3_^{daNCqQoMtQ=N9sFG||kEPP+?%;eTy
zlav?!n|QD2sMfvhhsdIX^`6=mwkKcWOIis`G(OF@51A!~_ABmi5{3Pb5!dgIh_T)0
z5O02V@Ac08d$w$Rcwy?^2_sK%Y8I(}!4dk;*Q}|nZy{-bmQWEzGbCImty_q>-wNPU
z+6$4p$W~5#jTqs+Nq=boGqQdWcE9FV{Y}YABm{%aty;DO;~SRX@ch*)*_y0?Qi>sl
ztT}t#WOtJh_W#8pH@kX8BaFLK%bz#4;QbS!J%$Mwdi=N!S5dALn~R}+WHSt+0E(?X
z_KVC{{Mt#3dGmXzkI(1aan4HO^#C}*+Q1T=Uj*Pp(;<s>Fyy?(+tH^cBKP*pikUXE
z=d_+4cRKXRY^&Gxt@a5=_gnsx|AoE-6g5;{^B0Fu-%+5C92wFkv{$!oZq!GLmIJ)I
z=fA%}!v?6^6-<?H&EDw+(Wc~?m&{qma%=e_5)cobORZjSn{4IcHf^xSNRQn&H;l=i
za=<kD$nwYa-tPMM9Mq<kymRM{Ld)2x_oWjw@U@;*lzurj9m>~8*4J4lz7wnSnWsUJ
z_4D8V9>*zIH>>ryUzxw|EiCwa{MC!38=D<lC;j)Is5bB$-RIcO;m7Cpj~i2VAIPg=
z)U|q%ApxdD&XG%esv8q>QdCM^r_J8}R%d{2-+(J;hd0-n>z^F7O!XUU9sV2xFmAQm
zKPyVtI>f^u8yIYlK$)ZfcC%jMLnu{XdD!XF3Fs!PCH<=Znfm_P-F@!0GF&s4Hu({}
zbdGOG3CO^}h6717F(dADxZi1fS^IBx|Mjyw^RsK!(-!ASamd5(=t7}+`RgNORc3;x
z6RJ=@gtS@ly>0$``#4(_e?S(4J1a`dnqy?ZJ?`_$>Y#0$$C&dfsd+vwuI{VGZE3oB
zvU$7C9fA*?)z5ItT*jwpv9i~?^&6s>2Yp?*q;yl_*7AcNSV#2dBm6oTcWTDSH<OT|
z=x(0Xy*Z=Tv9p65fP#U={=r-UOq}@twz*xLNM6Xj5V-9oMUWdh_n7ryNPI5sQsWLI
zcUq7Vy7qcF>S6=tNWjmeohRLr(ZxLqqf@JKKF#znLxbEI{a}U75RDzbjOYC-pSP;r
zs@ontwBv%0UvnL{QMt#V7vqC`Cwy+^-p2dS^Dh@L?=l$_&EV5vvrI^5)MYEYCV^!N
zp+JrV4kK90z%x#tKUSAkwPgL*f*)UIh{x5&jW>L*u_Sn>aGW#><h(0LW`MPN08@;~
z0d%HFx<vV_R=4hcJQ8K22p6Z*RJ2TwdACT7On3@R2aip3{Ri-AIC}Pwd9(<%kQ}&j
zA##i-D40zU{EyB?gBFX7DE6YF%gKQXmhp0EPb>Uu0PzGy0;_DqA}6h%%y%5Te;O5{
zw0AtPL{cyj{!3Y5Bn}Y=Do@{fclW%y4CWU8^c{4*?D_N6n>UXRxy3lb*VU`i-~>)E
z=#cjNtE2n^x=l!!4ybF;CQ8v7gUw}oAncEiRbEA|&T~kf;c%o`Mcv$2Q(suQcJE3U
z-J0L7-}cz;ktsfZPDHV}MS{a;!lot^8;3d(JtUQ-SeTH8XnD;SHLcIO)o?(IyQmqz
zslMi`OQ{L;DkB@Tt&fvD+wf>Ia&p#Fw<wEK1o>+a?IWgCS+vv;X1hqGW5J;nOrl@q
z4a+b&{#Szar&s-`Yi@219ua=%Jx!;<)2Zo3Mc*2?XmJhvp({a%qC|cpr8dRwYVIX~
zMSor~-UeIfkB~}TCw2yH*s$NPy2{||3>Yz>X!yqq0Bka`#_jFUyZ26Tvrl+2!Opm>
za~>8O@=}qXnc2SmkFC?Fl%oMsuoB)%jBD7cm6S(ca;Rm)v5ThT&K-UK+VzWhSuL}V
z7<9~Q^yk^NOAr%E09lyg*x3{E&!loiUhqW;m|x7BMIC&QUR`BH!w6Oa;nLs#!|68|
z#bG8K12V^svlI9QP|^>D{8t>BoZ1&9=u{dyxl8oU(s%M$Iaup#FVm<{WzEMwA@z=@
zKmRC&7^_JC$ZE<lvEWe0=zcXGceEu%gF8Jw&uBH_e?AUo5MP54J}5x$R4KNp6E_0%
zv;Oo~ff?=OF51=OsA@S}u}Oo+LEwEaTHA&dHHSa-`W!QSf&XMaVDRf<DOx6z_fT#(
zY~1(~$AOIV&;C1G+7D}hsKbi+G>*!jDr1PMTJ73Vxa&xAV=!!Veyi2Dshb|32*in@
zQOlNOvSlB?d>J`km(#mlgrr497rEG10N1(svAjh~+Y+uQq#?lg%J~KSy6>>n6|p@E
z&n?-^&7X(3iP@1EPfi((NC-fn*oz)k;2TJTZukfZz&CP+wIv~qBo#|K_s%xz+!=|P
z{rY29MGi@>LAl9<@lL8xQ$#O%Q7VE}6Pk-D{28Gb^H++n7F1b56H`Q{WAjHJp$cTd
zATNN%_6=Rm$Mp1rKtAYAT7i@fr6ESRCRi%8`<v7?JiTJZxar=-u?Z>bYLF^^;FvRk
z9}rCl(#)|RF*%$ppi)Qc_PHjAtGP*+$&5;}0FS`07NDe;{Qz1Ff-8gGnIY?`Spx=U
zy#4{qTCu4NbY7Zx*8Ip~7N$Y>^chSoQL#9mm(zl_O!jMXU&MrSi@Oi=Q{sTc63=g6
zIg`VX41L5onNsz@xDG|0C17KkQPYRAlrp3y%j8Im?%uQ>vXIgDcf~^z_fC#+A_{5i
zNV5o!!(YJugx2EycBCDY%SodtHlO5*EpL1B@2;ww|FYm?HA7q0p+g5b4HQn#Y2rg2
zu^DL5b9NLB6F?&*;RI?pk!)dCclCkuvB?A8=H7c>TdPG2D|dHYuF?x4JzYy#>hjO!
z<t|7wkce*vO8A605ZB`@K-lY?X2$Yd!6*r4n~4vfA(nVyEwGrm0{u3DEdtxOr^JMJ
z?b=n|6#@A!ifoA*+(}k`-*Iek4v91xH4%h^&5G)W+x_{eXS$LX=9B<?|B&gLK}RtT
zeZ)DvHRGrv%HytuZhe6`xA^7D?e8iUl@&yMU;2Ae*!`J3FtG24aMa&;T~bogxTEa{
z607Jjvnl(TjpKNY015b#lb5!<g@xxc)3$9ci0U(`LI0Kf`GO~3lb)gs(~h!wG6{4H
zsC>7(59#r8R@RHu<v9`kdVyyHcYFj*N;Op*k-g2*tjc-En;KsPkK^S?nF;<v1IuQa
zlZ2nS1?R6))?y-7bw6M0Z%Rl78532FfZs$i#lm}Q*pjsp!^7xZM@Wrd-sWzQksKTD
z2RAu`uzL6Y2ZB2KCv=t;YG>))EP>5KO@-UwvD5VI;PnWS!h&T{z>zo)aDpr?D$V3v
z@s<=?og9LBq^U{2hygb7xxPQ&CxLL(zdg!N#$HjC!*HD-wa$ESBrfUZlm7(*Pwu<;
zUG3M(g^VHV&!INmDhR4XN<}L9T`T}BZyup$HrW4ILCQVIt;C0QL>~w6Dcs~T&@TY9
zr-h7vdgDg@Vc9QsgwXukmCfTGi~7H?&^h@{!{*I*>uacnw&*FtT8@sTddsYqzNh&O
zW>}e+U1K5MmfxSN8`>SR0GL2zIx*V2@Zn_6D}AKUgrjynBnIZEgh`P~9MJpd=Nzf2
zx%MGQ0&iw)^bj>Hy5Y&iDxLI2&k?fxeO0{a9RDhk7A~FQY*`UoxO3-gW4W_3bdSVc
z#uPZC=Jw<M1mCP$cRjkx5@|%USdk9}8>vtpep}@T@mLxJh*)48Ye;tkn<#%<ZsHmq
zcQFB2dIhJmUBD{F&TpbOazWLbgOOsE%abF{%f53SR&=l{g4fTYIxER(3{`rS;)+8O
z#Zk0$<QiZ~ya!T*0r7tTMu?8bOfNNEIN>PHhF5?f*!^RSU@$1eplRpvf=L+OTaPI0
zI(W((CJCTpb#Ur|!ew0ICf_%#;bXvCIi>W-9$4BSJO>OLVY0=HSj}~=5k=GGJvQ@N
zSf^~hfoRvLiZTJ|sHdWA<2Xo=6Jsdlq-y~VL3)KV)egkK2;*m9T61Dr^C&=LB&oZB
z0X`Gu1pp8%6wYB2xCE_=_rp0ZE(7^OqIu!V$C82&Q>>vHW}%q70s=HBI9No`L6f`T
z2}IWxs%Uk)ZWcKQltr(9f2XoMBGTL64Y&YdqDOs&vh~!ght?)bJKG)7fWc#MN1XHv
zV(xfg<YV8u1uo?MZ1lul8qXkIef@P@I$2U?vBa&df!cE4q`hbm_>4D6E<7G}wwjDN
zv9Ih=;%Z)5A`WA^r6c18bnA9<h+ib*o)QKDC2g1`&`r9x!Z|YS=ZAi1)59jTp)cb7
zp&YLIr@^UdIf?<C3O0$zeo031L>~$W@5(HN<u3A)?UC_afhR}v^kE;pL&o<0(>P_l
z@`M4A;zEq)-@YXrEnx^~{U=|VU~n#}VPw0^?Ah1hmYTu25R^Ki=-^07%4R@lI3S5k
z<Uke#x9YbYhc?NWF=@~*+xW$w?u|AVi(<NRxhD|%3Jiue0UT1MuY=4YHMnCSBVupf
zjFfTk-7M{Mc+jCuZ!do;3XWz=LR0+<a61=)msm&9iE3aP-{r4zajXntzh0FbV4>Hg
z%NAa!NCJe0Kt)rVEz<}fQ7^hu#vduIVwm(}dHKalmjbzu3s{*KYaL<9cTmWv7G5DL
z(xgyCI(p7Li)5G@(1o%L)P;+f&4EU9t_}MREi^UfGlvg8ik``zllu{em4C_8(9*wa
zls9dX;T^Wm%B`14FW?u=d@szJqL4<g1at?G>Pfl-;>TcKvfzx6Rb!4;yzh~x#;`=A
zjTa`4AOCuQL!4bu?9Pt%9b7EB>`NtmbV&Z~#O!pmThzI@Pw<8Mo3Di$?BCO-dGj24
zfj;zplqK@Gz56sq#u922U%1`to{mezfD4p8qVK1w<ScK3l$*jmVGj#;9H=Ci)`#^u
z)<jaWtpD6MxN&!%aKfFri4J#0Z3y^UFt-!12?6K?j<p;$De`6zvZ57c$!4j`m*dQ#
zi`xhBfN&E?*(6$3{&7Uw-s-8lOf8(*xC00si-_j`qU^lmdj8w?|H&>ZdymK{yD}pU
zqKr}*p@>2@AtX{6*-f%aQ?{sx5+M~zG7}k5Rz^}r{hnuhuj{_9`}h0fcRe2W{kX30
zm->9(@7L=b$9Wvb*?Q2j&6F)w3#u11(X<kjo+81CAVoWr)Qcq_QSsd?&uNy%fB}=N
zcOTf5c@%UASo;izSbul5?tBsf{FJjAMmWOf32e~OIFGnUeQJ$nT5F3<sIeGz@w+zI
zx_x~A{wBIIzZ5dAU>|a`Xrs{zi;%<rstqOUEbs#vtkU<Cm%V9+;T=%WcC9AoNOO`B
zX%~e4C8Qhhcwv+Yqm8EPC68SYW@;!IkfXTg5MR&9X$6+gZ%F5UI1&q`a-=DeM48t0
zE%8Vc6a-qC7W*-ZLIXmsG+``<nec1=60qvuX_l<t5XKOHo#5%grfJN+hHq&st8}EX
z6`}&Q5(Vc7kr;T(C+`CXD#4M(dnX)75`-((uvaNq*zYC|^T@v(jP+siLhqT59Kmbt
zcc$So@dnHfy*GCiV2n^2i4d>Scbf&?!8vDMLf9;lBkPkGvF=G68gH-uq-)vheT#gi
zPC1yJz1R&*`<>0SE6?Vjbf-4V=k3UVRBY4c&p+mT;>;OsZY3VxroB!<o6rC%PP^sB
zQ|S#k0czQ0>cC_DovP(=@lpNt2H0Z5?TPPCK+_?R%z*s~8xp-j@~{VD1el;vM#rX0
z^bE%+2p78nsUKchylqqvFsU(9GC>KJiynn)xnlH}l(QrCa$n4T54G6heyV!4Hzudg
zp0%gE=YDgrzBTv@pVpC`cjTZ>lTZFyq3_Ccp6|7ZyaJ{NN9T}5lq^Srl&|3nT1+n%
z=0}kq!YRj5NW(zAAl75`lq)ZJda@md?@XyYost8nuWrob<LcU@<{V|*z~&&055NEx
zq`HLi<}F$X1)d_pFKn9fqm#%AXu+i2W^yCbFnoMvD>Jzl&%c8Nd%-cdr<7S~Uoz-e
zXWH8j^X@Qw^R{i(mUX<0>^X!e1Eek^KL!p<VAI0cqF(Q6nT%V%tin;QQzwkWoYwL+
zIa|0F;39<cE@Ts49j745B3y+-Hf}A|O!%+1@aID9hndwng7=G3?x6W-FsNj{t<~>e
zyS<wCe$(&}^FxMQg_@biw=&SiUcYnN$hB2qFmernunZ?xJbBt}UHLD*yXb-v5(f<&
zD4eJKh~x`MuZq*U92<w*T{qSn&xF`b;h-@NHnU?{%k9RCF3gLWe2e&Xm=DD)o39qV
z^79O8FnkHt`mA5fhv&Z~KFx4`=2|m}BH2GUfzSQqf^&W75&6P1qb`Z+-hfV7Q_c(*
z11^bXYTn?!u2n=)3NCX;Hx@Om2$p{3x|(R^*ZKh#p(wszs@~=K&H^gW7LPhr;$Gec
z4I{oMUfA$4C%qY-&)4{14Xe*xwA<y6zH0PY+kpmi<{Z{)cz}jG;SCdXPmRlzEx=qo
z_77UVrEaT!n3|5|Tu6gOZSjV<#Q_psZAeJ_&Na?XHjiTIe20!R|LUyLCeO^wx8BPZ
zZ6<vySFSuo2<E&HX*$!P053b`B`NVZ*t}v#D=A72UaO1}*Q^;V$S*yWsoNPIHy3gQ
z(^SMUh{A(9%YrpaOP;q85YPbpK$u&G61c^vrm)b2@J`3mg<%K!tX+gc0i3bPMPBfR
zo57b+VFFLgD?agZ0sYlWB8Z%IIBM+s^V+?8cl3x@Uti0mmsT^py2kZO6LvpQjuS51
zB$-Sgu-i<+B_RsARUzylY9(BEc5dCe_34<_Mzn?@zzpK}nb~Q*3yUNhPVYQlBcQk8
zT86JELiWAydyr4U_}og<-?l@1HP~KZOoye@q+n>+pn(Csk5G02CeyTba$_2CGkE^~
zt=cWp?%Ow<4%h3;Qb(PZ`f;;{+RZzIhUN@5Rm}B{+Xp^l09N)T-*VPA`M&h~h>rs8
zFO4E-@!p>0bRl+2eVQBJmoH$su<ZdJKd7KUb)6?K{M6}&pVDf>4(FU7Y`vJVdyi5j
zdi~;3d%LUO`1{!4bWI_s`>$jDft33Qw;LV^>aFRxV8M0|kE*b7OrsAF4Z4OFD2Luw
zZWy~BFFT|EP^J+G1T&z3`A3-+9^QALQ^57qD58d;eOS){HErC=Q`$v%Zm^y?W5(_G
zk1BFr4hGO6hVG+cJ;lLC-5`W;VNMd$#MFY?#*?(xXT|$TK!L*h>Pq=bPb3JLG!NiF
zaHYpWg#FCOg$QmBD$W<mM5o~J`zw4U4JKo9^7-eIdEty%(3}W~nnJ>F`GcXqiyKLd
z1gt=MwHH#smt5y(QVl|j^?h=*%`(fg^nqp|J<=}Vy4#Abf`mM=*ZL_Ia7P9FdkCb&
zVZP3U83m2-5<3+jDId!8nlrYK?rQqHd80U<g$V0>I%c&yf*%YJk1Wn1`fp(3M?{R|
zjHPYge=_mM7PJ@g@4!nNefWBSt}+Nt$Xe<G^&qq6eVK}>GrXHlWF-(;TwJ+Cm?`#~
z%^vRH966ZW7mbuvQI~_AMm3$4aqt#3=$`(I+7h>{Xn2bfe~$G^roQmE?q~uyIChJx
z>BDx3BzJ1-GxHwwq;~V5QI+@JC%Iyszv<5vD#goIyKG&b&Gn`n+sJ@w9K<4rbkFP~
z)@M3%JMHMBR<C={uK-afa2PolK_)<G2z$C6pDyhXic7)&kT`v|c44&{!A*uiX(cli
zWQ-So5i_{n9$-BZDmt0?gWnPxL>ocFehR63`LC~LfHH^s8zwG!X-q4H+_46?ieI#W
zfS|qntyQ=Hyw)*un}DTtpc5iJ3&_5uu||lW;4cK48MpU46o0tj$z<9*Jk5Cj{+p?L
z$2SX}cJ7qhsZ;%5Weg2)b8{NJN^4_}DFK#=zbf9!LSPwr!=@InKXPmv-o|X!5ZvT6
z`o|Qd=FU+_^kN_-jB6P3%9-2CogvZ!lgYLn*8j1beR~;Ix&K#DXd`>`EBwJwr+tSG
z?p(uemjnL{b|R^Rg=Wa9?F0He>}1M?2V%)4*)G<oQM*l7+XQYhFwVrcYERcG)8+>5
z-J8W&4>&05Nt-by5=Q9)Wj@Zb&`~7|&FQFy{`$lS-L#iWSmkU-6hW$O>UQotePQ{f
zaj)YB>gwKQB@Gj8BQOX6K<c$6<iGII{4`lR!6y$TSyK`MdEw{0J9_&hPM=spcQoD>
z3{wvXRCcfk5s>WnEir?Q1<+HM$xY)$KZN=RH8FVlWp_%;O#-~a`~!;_$!S9i{Q^vo
zxySDDN81m+*r;jKO*G2YtfSB7-Rst<?NGhTcOxSY+x(=rQgn$-8|*qc;AujN*6L-m
zDYFRj&44q7tYWgT&-inT?F9Y+TLl4F5^Zu80r6<$oMo^~3)w?Kwwujpor{wNmTP5J
zw}=f`@OoZF2CWU@S_%`Is~0^x<HUmr+$Knb-Dyra<bEfOYI*B;YzsC6`IqVK&qCt-
zHd-;dv$j~rilhm!R1I4Tk`iBT^Ms@M^xIPtRyWD)^z_rGPf0hr=3iV+9SdqG#2qY|
z=0MBi@&lUnVX=v*ZKP<YmL|nTBH#mn%0DwDxxI6=G$fxpSsZ<SyA8X&;n|-X&|AyB
z^}yg+W4cbW{l4h8Q#P9EEzAZR;kbu|7>7%CPW?gFo!bsxnM8KvVP65q=6MU})?t)(
z=7*GD0@3_`2m_Cey96{tG4T=x3Q=R`qD5vLhtn}1lD_0??mu8~^xK;+`JD!@TiYUY
z#_Wlz{o@wCN}o8s&}`T+olW(QC*6GCb;XM3=xOf4yX83@Uejx>OEnwkvDN4mlG&*D
z$ft*fs3b`L5QUq<g%PB)#7<DLKa+v4AkYa>&lh$19S>hvJ_<PeEA|hATQBCTP!jl!
z`$g0Q$@!y4H2X2gzS{4*-sd`g?LE@1ZR5tnV5!li17`F+3%WV31tlKOss$b<+?+~F
z)<=&}!`2lKb|yDqkB11+QFFD?MF^!7dPwdD^(7a^AHDYiAtofSXZt?<w)F15MQ&N5
z&d#=%AIB`N(7Srwu;hJw-$$Q6t2V9Cpuw(g&2;8g>oMi6@%^C@{}%m?d2{{R<<if2
z?`m(T9a(<yO~&Qy#%n9uJbgTCaxIU_Pkp1`Jf1S1y}Owds<+thu`sucF->z$D6iQ8
zlNYz1U!U_8gm^;BcW(jC&C)DGZx9dYt`=dnK<VMh&ESPGE)oqebNpZ3J)ESj+}!Kd
z@1MPA*IT)2eP~C&o^|Wh+oj#*)$QZ8=Z^Bva?pKtuEG7|celsRZfa{A-%52+{^?Qv
zPtL3LR%J@JXRWfDR(+2rzM~(`ya;-z5%3!*wG7NdsvZ((O>?bcnY`RuFcIO!BhxXJ
zgMu{&Sx@AU&gj=PAbX6X*_P9%dnU!4_5A&FdB^t%gR)OV<Rov3A6I<##1Wl7cWl1r
zUVwRgy?9J5<dI0>%72|d5p8wTz;w^#29UN|kDBz7$>u(*nEsAg>NqI)jCogaLS%yE
zb*;sDNml-Ui0m7emmKTq*288{S>CS&D^{qst+%QEJ9pxr_QkD=wDOmQpGzjpb#$0j
z<Itf(-HEk6KeOAV@lp9_Q5z=f*P;m@RWoxY-(o1z{@%L|a7y;PJ)SG}76X>dh<2&1
zQu#2qHEC0~i`iTEk7wtPTCnJ3t0fuTEiVnVPk_YRb7V6^_$^xQIB2@iW!@%a4unmz
z!8dga;BgwWQ{ZvLVABRB!X(p=Ydb`PUkXrZS+s|gNF||BA|jeOF^`ums`^I+r+4%C
z6i2iDH7asee<*f5Y}sYzk69xhoq1Q~LuqODt%fV7EYl(M_W9k=uu`9fcU}t7`g2K1
z1ihM&><F9B^YYyM{hQ$D^qR=Zl;R)_H{G9KVIhL6nf%_vR!8i$&lNq68MWx@)Nl(d
zWX;&kXpx&D1Hq{yE8lAKsdKu{(J5@D78`rNlldsK%%7*vUwG$UoHyO3^N(zm+INpn
z=`~F+Ili;!4RxW0PMP9_5}yp21h63XKM>HJLzYfH-jp()WIvM2udtahfH1(+nK7QD
z&$paMj|v@Tto!mxSrg3R(Id!%rrcV~A)Rdhe1-sH-}0D8#>Vl-J_f4k$Hi?@X_A*`
zU^DASw(Xgdz0Sp7saQ9pso|Q-b)xI9u7Xm5NGAMrCJ`M#)v#rt4>KkHL}3vt)C>He
z2hOGnhwbV{^p1#c!}Of^4gA{I>cLRuM>{La>S^wGBkevu`96D**=^r0yE@jqxj#_N
zM*G~R`paEizt-5&*ks_ybtR*ntIjMi?>h10%i?isR;hoyF_^<}P(R$_4ts8S5B_hR
zvb4qwF@XJM;os-aH(IlL_?Ci(SHqXTjhk?EU)zcb-7m9LHq<tHmKfh7|KrmQRjMzW
zay_A2=Nbp~?sdBL?v9Z=mwIf(wxth_S^K_P!h{|?4F`;NaYlb8($>nBm+H40JH@SS
zOO<~8P!U}J)}y0euai?O6CE3^bn%#6_fd4A&r?So)rKM6CI&0c&f8sf!mO6}5{Ow4
z*|*SPG-}>_Bsfmdz9A<qqL`9?s2S4?s|3=FD9Sjp;<8P{0<l6&<q&vEo&(e=@_78m
ztFB$d<h}!(jCX(P(f3i>y}7xyoMPtYz2E;lSNohr`1C8)&bdyBtNH7IZv4D7pX!<u
zH@>}h`PP{4lWM6oY;Ipyb{F)Rd^RaL*=S(E)EFw9M<t^}?}S~rMSCq<kdTcRKQ^7T
zPi~PQ*z6#d9k?K8kjvA$MmHTMhh>_|@un+2dfwW%JT$fFr%K~yk^9=(p6yD_^y>ES
zJMn>bXD8<_58N9u)b5~aVW%Y{Ufb<zPz>HI(1=3ZSU7lSuC#~UGf}BqH=Hh;dHsum
zf*bvxtudn4Esjp2?hisZEm|Hq=S;z%JKQ{_SIMZ_{3^;SGdld^CEXQCxAw&+=}tUR
z(P_ul&2Dcpmb<tEK>z+((cj%E)5dvqY+xh9HP&333d$J<Klnu41X<~mmN%p~DukW5
zS#up;5Krt$YvTfm5zNaCNE<S7B@Vwql6oVPXf5&nRf|?eM<?XH2-#QS`rLh?%E~I*
z+BSygC&vWO7@qrs<5TJb<M9G=WfV)|<Ihz!Dt?zhDSF=ZXFpn=2#64ApTlCOU7$IV
zu9sK>>ZP6hGoY!~y+2PkI&b=?&v&-(*|(=aE1_Aph}y3<sBY|7`4|<sm=~d?!sA?P
zO>yfaSRtfrN~u15`;OnyrAaWfBev(J?(N%6O<6;GXrnL2e=QE}b-Z**IK%FOWmL-}
z=WRUPb9g|-r9gXp#I`svDpu%qRr`lbSj+nk&y2dQ0TBh2^;Md-I^*(PTv6UABvoFE
zR!)5f3g~^vwPEG$;Q#4)8u(nj1{4TDC^G{H;tXrAF!!4`@7?#YtIUe-&lcl^P4(J{
zOBr13EOwWur{|)$riKTrE1=knfBf$sSi|F(LI1HMI@k9%-7xw1Sm%8V!=?jx@FIm4
zL3FXkFp(x|&G%eqc3<qKE)Bjj=kVkhO{)Eo6NhU19IO7H51?8>;g~wj+O-S%*spKP
zx;P*>kj1Fe0V1A$Ro;D%lm?O!bm(Vv<nDhA0aROzsTA8P{fHEE_WLJn(&+;sEgBu4
z;QN=NK|d_o(#Vf9qF<pZRxlbfHB67A+2Ahk@*gSBr(xOXjOK!lMMhKuZd-j}kXM)q
z;$r(BiXqy*R6#+Pc(-&6`t*{JKZ{(_f0UM<V!@4U-8K#Hz@&fK`-k4NNEg3fq^3E=
z7-U!qYc`B=%&nUh=LaC3iCY)#t;dB6KWpCmrYCY>x)J`xE?wt^qyi(F|8HrSEuErc
zgkxg{hlU3!n}kdfcTj4}APgT~=0FkOr=l*BUXz*~ZWk-Mg?f!8$n8__xK~eKY3H7@
z_!@XHkN1|=a6GU|!W*>1H)#~kAz5TB@hT%I2monvQH+e4DLY45Eh010BpkEr^?v9`
zo~zM9ECQ~&@CjvYCRgRz&kY*t>YntsZ8?33Wv^TD^RA=U5bqY$5LR#&9yzg-b1cjv
zoSFTfeg<u69=0fGE6t@g9)?iVO(<4nz{;oZ07MFFTM_Ra32gwsGDEOwhVrv`XfnXY
z0&yI6QsH`JHQ1skkH%&P{87g-AK6Btqh8OTTn+>jm>aW~Dq!8&cjQ7nzW-wR{_WA&
z0*`dIHlue0Oz#9ZiMX*AV3{;{7-fpr47?<_kIR9GyVKy^*B#0qYT>lra7_otdYLXr
zh?%j`foJIkO!#A05HV>XC92~I-GP*zT9a((W@0(u44$tOru@Cv6Cg7gpg}$P@wAr{
zvsZ+(RVPk-u=AeHkaj+&v}0gPf_nr5nXDoHDR^)PFb2R;OE{9E`$5H&0{;vw<N5pd
zbqZ`#MBGo*>!$RB+UGnmim9_ntaJIVRip;7kt0}FmwB{U?9jZMy7ly2*{f{yx=Yz>
zBQ9YQ2YB%O<x5scjrLjo8=eEY(=&hx`JIi4uYVa@<Et!#lZFMg-lKP#S5u&hxpJw!
zP+rV`8x`0i$h>Dv<?nCQ$!*k8&k}Y0W-ro1U@HMpFu&;t3P!PId1lra1kpF4MpW*x
zpEXO=mo&A{aUKC%Z_W&qT=D{%n~e6@pV7x%@K8)9)N``t#sKY%TlDxK41ZKCCMN=2
zF6@L*!C6p>?=>OHI&{y}XRxS!=d{e{CJ3QPXgxH73~!#J6b1EW)}{=LbzE#n9Tk-q
zyQi&vP9EPA7%0jqVkW%w7>j4jE=9sFK7<5oFx5L4<dRl>Kb!=<5DEwS!qq9f_%x1+
z2u{gIjQ%}1^O~1efd&&PVA>fMUDR?&Ge2xDR+OLvP9Y@(7EGFS7+7ZOF0``~l9$CA
z*A1#c?aD?!NF5zi$lsJ#&gFGN8pNJnZ+jczK<%?*m!2U-;<=TdLzcd0d_d_ubj-=4
zs)6I;M`S)5QgX;(nJ_^D?UvV8E6)*3j46+B2>7#a03(=6jXHS~X2s|4-`}8nx}KfQ
zOf2>j0BSU0MKrN-&(@~%JV5Z;aW%%q9+$Ynu5A5gtv7DkBus!8Oq<F0zVBCoM-hTS
zHj<eo8Um?6_6#SsVYj3H=xbJ1To{ZRZ7i+9=_2~K>;qsZNFu!)zCy~tk$K!s2Ga_E
z(`$5<a!;W*$Oogj=`W@vAe(2<bTFv(ou9$1&kabfuuZQ?r`iWk**6J6DB}{L@xh2w
zLWk6zGX^sGm3~aK<8uWylVX{rp|48jyL(4R5Oow(v7P8@0Wy~UA(!utcwk!V^Qv7L
z#jjjX1Qjy46uZjIT+fl3`h**okOK$)%}`2vNt*!2G@X}>FLEc279I6L+D?;W?aM8*
zS_fa!-QxYEkI_J;f*Y~>DlKC9ssr(=4!$oyHC2Q$g8q+{Xxl7$4j#N8He0t)vCWDE
z1`{7TAxPoYsn2ksk!u5!+i<=Ig0}^?8grPEBie!RS+5{58(?3Bx?G|Zvmm64CjAas
zLnOO<FRmJMXNpgw7IyV&)lvlW;Z}Dvr5zTKna4@RaD{6~(u=S)Y>SSW;aoCb)c?T`
z8)eHo^cP2*pWssGhM^^zGp`*xUNZ}1B&dxWB7v#m*Vp=DMgzZd?8N9$PVp%Kd<9W~
z4cp`PzEd?^Gx<wk`P!hDvsceeI54GJdri$P*d${tl)(@3e@D|k*!71W@N7MqUhE%m
znd7FctZaucENY?I=8OXduQ&21tWp;SKK_FCN~3c+HC!>;@Rq?-v`b^@8wy<momQ-v
zka$CheZ?>S&?<b6^+&$BsLcVUi2SY94mIGElet8MPwtepMx%rDhNS*rgdo@lSmeaF
zQIs4cAMDibK{9W6e8SQG;aXAs?xx8wzIajlaVuVswI!7cxr1BH!^JSc>f~rRYD;hg
z$E=I@+OSch(EcsO&gA{x8=m9plR)xo+koTm={qk#YpIZ?`7u|8PS+&ZnNk1<SME0c
zJy&px$>4=Rq8aOCW4PJONbl~mBBx)Y&2|D@i4_`3CpHgM<(^hcdi;1Vsx&bT%kQku
z<N(r|>>U6V&QGxXvf;*P%0HMB*dy(o|7DXiL;ua>Sey;NUtWMUkvo(V(b0;>XjGI2
zuwODf4f0Xfcg;7bP77cjq!2{V`B(1zlT58gE;|9g0Ggl4eHQ?tPHOcEqQ4~SUW?aX
zUqu>3{MU8?zRM<=lP6C;-F>~9=urKRPyBBk>bU!z-537;MhWlxewu|(T791<yCa>a
z_2RQiQS29!W0E^H=ImK@c2B!Oz;D>R`QgF+;icr)9=~$sIoljWfNmd0ExYoW!}4y-
zQC6p4MJ^0FnNVTq>;0+aM7&t|roF+%Sr}nTWpsCZkm`$<z8S?8sojGL9R+XTs{AEx
zjMSN#2K9z;uRiD`=>=!mJ(T&TUj}>*^8Tp!og32u4RP73Ag(37f6%Mg0gf^(5fUYz
z09y5^*s0WKflLZJnfjFmmv~}ibfwuw=SzbxVhM6`DhokEoGARF)_AS@zbROs4%0PL
zA8lEucI{Eoi44lBs;e|@WZZ>F7d7>KwCz4*6(;xn_y3i!?#`=}uqHiy+7>%K1$NHI
zoxfsTi7QRmu^~by{ANt&uNk)O2%<XkqT0nA9;MuObD55ZhdcNL6;c2Z0m6O^5}^X+
z4#TKy-Gf<0MnpfKzYi&@NrMKL3HGbXe+?8+6};PP)&Q0UFi3tkOuK7C+XrV8HyW<F
z%_**6e6_m8o$;DYT5j)r?@{CNn)hmMpPzE=nhaNExBP^o*PcAt&&l?Mjt)$@5^raC
z7+A)+F(?x3lISHwimcoS)ecS?fOf$bG$cjlmy)%<rR82)7X%|MzxKvUmxe+h3W0`U
za(|wKga0d=AOBXxeluRjsGLSBoI`1H-x-Ky@ZiC~EBlt(a$zO?U%NKEEX(`J?sRAC
zNt4unxUZ&^wK`B+OhDl#1`ih697z{-(TrKM#59Gj;O?l0uNlma9JzU^tpwwHQ(&wx
zKgWP=bF@RfB*-Z@4(P^x`KgIoQygQ-TxmBZA#V_2&DqFLKVM<E##?w<RCKcc-h5Un
zgndX4Ref={@<@{AqfP^?a@McIO!2jOwvL1(DhyN^;ok$-vf^Xus~c+Cv#zZ(CAnLk
z37@=FxUKIWAIKJV5g0=XWeprRZEP>|d*<a}w{nAq7>dauU;&($^keN+U)07s@BgKw
zJpi5He=BJdZ+2P}IEdK_;bBz2C1yN&S>Z{2EW%#Aa~2~<Mk8wm)auu3E-bo>Ys!46
za%9$yEP=RDOa3s^BL%AYAcmN|F^>6eJJZ6I!1z+EMUITG4YgMYK%E@N&6WMu{2K(t
zz;v(aJ7hPYY3E!HNVmH~xg2IAN7f>Dak@6Z8|gCTB=3mBDLo+le-pM|Fd;*75oEhG
z1jJfCAlQ{LL>MM{;}Q#2VC{47ftXxKu_B~vn%Nup$=KT3${-G^hx)+2<7<5`<0{-N
z3q078zbfm<{Y}H;j!$-nXP3p`NItJ{AW=~n5Zp!8BT822YfwwVqsFM|&DLBnsKW=o
z@hALm^qU=ifTI;N5~LqKFV2hRjY&u9!kk?#g)2bGL!$0@r+jPCYHl1RaYAI{lo#eM
z|D9c>3P$#E71_C}9V~^WqO$60_?z9ITwjh_HdSZBtO<>8+4`yMXmVqLzwRB@hWr^K
zFxo9GUCE(#+qbV3J(SRSU=23iZft~ou}r53q<-D4eQ3)p7$Jq{3P}$_7`tNR=KFql
zDLMdTSdd^u*#x7S<})-d<~Eiq!r!0+v3Od+nV3P&q<3$|kESH$rPiG0`b~rc7hG%O
z@`b)aXhFmrp+pk~Qiz-1N^T}Vh#(zXzE%07hrp<G1C)f9IMsm2f^vjmoRD^F3{4%B
zWtlklvb~se|9$|#YZm3M!<ZL8sbn|N&5|TGGq@LWZb{6Tyq7PN#TFXONjxE$pHOs}
zFB<y7`R5QcgOz>p6MmERA8)BnFfwR-8EuZ{w&$nsR}EUft3b8q&`UQzG>cQ-SvMv7
zMq`(GE@`@ckt=V%XdYGkEb>d>!GS~XHd258EzvHyMnc9{p$N5Ub6|ceWcY49%PYMN
zPELc{BM!)9e7~*@+UmpOUb1|7IA1HZeCP{HiZwejH{=r4mMu-G*~CN?fMjKnmFsrn
z(75b8n?+q(u`#8eP(k6wr_g|K>hB`xc8Ivl_ZYA^Pv0lUFM{D&fBBWXs;f6|ZsYmh
zy|k{ve$iUgsC%GF-NAZ0;U)I_Qu;|EYth04ONN51@U78f=DKr%K9kR62OVbjUlQ_i
z*VM0QQmB&o%mIgeFRxUWiaB*suUv5lB*q!fyKC8S3!#SNT_bj(w6wo!4H?}=Idj9v
z11`OaPQNK{yRgPn_3r)Z)NWLJo0Ty_azy<%?7TfVrgJ`IO;*mPWMwWF0t0>ZyO%hm
z-ynR6zKjxVMChGUOij&}JJK&-Th-|6#@z2KoL(2UKpfY*Z@+82jUJOjUW6dRt-gDI
zPn{l*{Z6)CW^jB>#MZN=`>Pg<d=`rm9=a!Xwge?<A3*J(BEPcF7<KNl_kK@%4^b0Q
zXF^uX1c4UfBBLSbwrMUejj9yWx`@-OI8oEsGMJoAiibXiyll&`^!}t3S(PHhjYicA
zu#y?VlNZK5OpH9F{2&e#y4#k9QkD!6!4l<#Is8bm6(oVel&+1!r7W+Fs@{kifknR;
zUOBfd0CWeQkL3`Rpi?74V`7#YuNYO!TS<<gN=B25+g5t{9&dDe#qBgJW4DzH2BYVW
zuDHB*jqT6ghp)8%lJgp`AJ6}*rrN8#CfMhTmn&P8`E=SHkk=y5WMTRfznkM5&g}Tx
zbGlt0yOq^feg5>#DE|ENP}|F^zXbLyZ-fKBL~k0zNG5G=3y<ofSQmi}OHul%y}giH
zy^+XRfUvsuZx0^fMs*10YU$IKUh@DLf{YQNN9h%`6ut){As`ToSu-T!z-wPBb~)|j
zSd*1a`t>=-Mk~Pcm-L*WP_q@;Aoz%Qpl_e3RzRQ$VJM6Rj`6@aQo8^Fq!mULTkFRk
z%ow+~YB8Y>{I9&(t7SC`3J=V9cy7r|8G{N<>_hGzKN65q*Gp^EhP__=J>O=+$`kF8
zgrdVObp5E_+oFYcj%NQyJ))iXcLBDxY4yjiZNJH(o;1ybd)Yk$$DKFZo7+YR{HlC{
z1sRF+y_a|&`!sd^Y_~2w2TtwX-(>Zx^y^PHHau_ose5sYcPCCJKfbv)ZLEL3woUV^
zlmx{5y4>N34JSIo+yF;Vs+iKYH<BbAn_(#@k-`acBC?_7O(83=bRwLmD6y+-EfMYp
zy(YRaDU8XO60S&1OwDlQu!y!dNw~T?cwd`i_vT7T+D||3%$ZR-gW6EW!R0m}&dR!V
zz(KGfnL*>$oI7YOgNi>!9x~k!42cK;5rza|x@6#DDj4w(UzN}>!02K^{tAM-pFtKa
zYL_E#sLK?ql~oLyy>ADz7=E8Oi~uM$jXHVt7=NU(f;rCWMbos8>eMWtp7JUg+`n(%
zF;2-cuxP1vd~I2NGpM$g1!6$?(iMN2Xa|{ri7<<SlwRo$Z%!-?;`@sie0O{I((vzA
z$l$WGap!ZdmOY=4*<)~9m&`<a7d(+g9N{~pOOKzonL?KKe&d?qR95D&<xSUv^B0%L
zu8A#Msrt+9LtLEY{lsI0i28V4BoXYkkrrWcw1?gan1{pIrBk?9JIovC2B<FvQ>;1^
z3cPqR5DoH=o=g<KN(>O97v%H<I6rjEqk_>2eHZf7b~usuw7qzP$csQdm`4e2IxTS4
z2|O3+o9U{hxDYS;xw#cNR1EHuk4Ip?miCQ3vYkxV&Y@rez<^H?xU@T3Owj2p7%-?I
z<QCG38y>xv=xjyj`&fKwMZv;hX^1ftAP3=O>(l9C8Rfr@2|~`}$5rBwS3I?KDWc%~
z^#Hqeeq86reV<cBDNLi2EA}qKtibtEyi&mFNH1<4A#NtZ0IS31>xr7?;Brv<<wm3C
z5#LVOAR?5M!4Gf)DBk#xc))_M<9_z^9NDI5;?pN<m+bo$TV`43b|V}ob|IpTJh(r^
z#JlsPz|_RUgz<rySLY4*Tw3k*_1E@&OjdjL)+k%>_2t*cn^0pP&YPr`-^g?2PKqTF
ztjcN#hYw4=8g`QSdfvI{pskxN`X8cC&4LvTL_7c?E$uY<kGi-4ViNI>1LhQ^1f8nG
zyF?j0!6fF1`p#)w%B%$GYJ<!kDP!i17U@&@@9)z@2$(;aFz5f{sRNGl!-jc&nZ$kq
zNIDMHnCm?jZ&}2*?-G<&11p^abD*M~$wN;2Y?r(-Tx0r)NvAu&sh03g3*f^T0gU=8
z$62u%6=HU_&bX!50PlMPXNyb(eaMlV^wB^=E-P26|A^kd%jWY;7>qGlHIGl&ij{h_
zE5#ikdT&r~^`MGfir-W>;^zs4Pmm2DW6PVF8lEE$j9R;U^XBcr!8VuuYG1nc^zlKL
z%iqs6UA%p6*-;1cBIaCS*Antv2Cw|47_sl_g+3Q|p7$C!`Rx9+t63!Z`7)<)7`Q5m
zkjo&)EK+os*Pn7@V#$Z!FB=)h!eux<@%0DSx7aUQQ~uFK2uj1B<4RuzqHK7tZhTZO
zXYvZX3{2`O&Gzvq@%3%QykPaH&9@-&^{88pJC1M>q48VoNLaK2ub!+?hi4%T>7T$H
zeH{3gG&!h}PSNf6>^XLoo?X*#Qt2U>uG>;a@G8l;@FdYF5caD#9Aj;^1Kui_olwr!
ze7)5lIG)MM5CFuHe!AVkmw=B?b3a8aL4q!BXk5NKY@q&0F65CN4q?B_EQf}a91;Qo
zo;}}od_&z%&dj9M1S3kKwz9^i2b}vQBqo!mF%1pFZoSM*nY4FuL|MYZxyPm~ZPd7d
zUxQo*T;BDtF}ON+#@)VWQtv+rNKxBKv}*U^XHe-PMxqXM7sBJAMMsBHY<%lkfR)zU
zu=|_3+*H3mH-@#Um8+HS%wZ_Hrs#f_Gz6qLzitzE00`a1dq|X)GEJp`fH-cIcDqt7
z?419Zs$67ZNOiK0YCktNq<jo10ZH_8%-8qPwd-_j2`t{3TxndvC#*U_DwceS-ohew
zzI8&_0=#Mu5w9!hGD?G_I}pbrgo^<EFW<jERwtg}lcmNR$`}fL>D74|)7e4eb^m3>
z?&j)Sf2IVSs`)czF>=Mq7O3QXRO>Tm&RE8FD+Pd3%GKM0+5?x~A)<wCcYK}UuZhEt
zhBk628Pm7N)wz1NV|Ox2vnWvuO1*A;{pz)pLpvsR>u<MVWTkMK+lg#&G`U@g@!U)R
z({@w8^D-W>_)gr;!K>14g$durK|BJO9Z20ve`>jd>bey;BIvrJRA7+UlWU#Fl!3|N
zDK=8a=>aRVaeHj5x8`u%?sJomckbQW{QNApUAuN6Z$J?$Q&$Y6VPfAqDw7>Ct3{?q
z(ks5r-wS1M2CSrh?SY0E(hT6g0xD<bWc;F_qZRJ@U=1@CV$>!Yk=jkWn>W1rdw2Li
z{U9AjpUW-RIotnmDrQ#@vv4;dS%0P^(I~7i*zKJNipe`1$s9(BgBG&GY+45st1wL^
zZ?Mjt$xj~QJG$@0xW&saww$LuZ}c{;{Bu5~+axR_;wr3ugxuL@QZ8`y>d*4Qiep=_
zuLsAF2UFvhdC~i7rW65K65g^-5<$A;j3up;Vr5s8*Fj-o1EkY-!v+4)HSj*7Z$^j_
zlqaT-kX_@57d|@Y!5kg=6Vx9e7Exdw&LMsC5oU3?3BC>6pk*;x*73P3^mv)@u$L+A
zmM3`4j&?&&Jjo-dp}uNHhlOsm_}cuy1Fy~ENvvx>6^D4%e{-{8@JVh1UFZxX6@0Kg
z?9Sj*L=b{kJKz@M*Q2VZYP*O@J7!G%bYa))UQU>^Y#V=lfWz{%q^C^vN7jx!Hg-~=
z_2<s7>&9Box72&yL+y^5)#AhL@8(>Z{`oT_#KG(8ojyH%R*jMp^JC4MN7_Z(kX*z+
zpOI-N8fI}dg35`j5#4Oo6z78zK=Ne!7MVk^G-=_v&_;l?VkCn<x)n~49fog_K{-W_
z1{`gMcQl&SS*~T(X~+c_dc@7tk{H?y5#<2YN{|ta6N4yTPRixW1{%2Sr2^~AScXI*
z+pdsKfI<4t&!K1%f-iAPxZp7E*%Bb*gKE{Qf2LLm`|(ZF_Tm7Dt0G6DEpzC#l0ym{
zp;YkV6tS9f7Hq$8-4vMwEVFEX2A=}4Q&u0^e%i&Ahep>&-l~Aylnjg*GkH5)KamPS
z9cEA^bns3WQl`z#O?2G{!0&;~3=iqBxDQh-vd$cz0{w+?kBCa7XZ-Nt7GOT8y&A+9
zPDH{NYDSY2Ws2NHx1tiT?0%2F7_KRt`eEvlv=_scS?R>Sj;hdV*0|}gCHr19j@DE!
z>P6W$`c=PM+g(;TFRY&1VYlN6tDt7sMD+`uZ*^n5f!^Iq`lnAX{yk{w#aeoL@hQqT
zZw5~{IBc%;B=`C8U$Yr&Bh&QSycq{=(bX~yr)%k=qvOZaYR25TrnK0Bbg5*n*MMSp
zmC39)!AZY={4unoJ9gavscVG{7OPb3%0MAS&?!TAglf{Q0E>L(;);@#+|DLs1+AbE
z!$ix;XoOo~%&(BiC>x+xdp+{;>HQ)In?dzwjbL}pV&}Y&R3X}8&tXK5#Qbr)?LcI(
z!i!<Fw+g>uhI)Cx|B*Q16)k{j`ccO2l3M}3*-IkFkpt*8tM#Rw0CkKt#q5Pb70h8f
zEDc~(tNTG+=AS1f_T&Eo4)5R?C4Ap#I4eA><@B9rfhEl;+vqO=J%;;OUVQoTrS-*?
zePn*ak9mb{TjArOZI;a&$j!&;X7rJ`m6lOfCbP`f1bObOy{IT54v3QB-9~<!a5yN7
z)0{*~Kz}VhcwTS!VueG!bo41r*ACar1B2Ac)0q;{2)%sqb!+4Fadnz#?A%YrT-Er?
z=6aoU&2!GLxbAFGOKsQ@n{SuW_RgDkDlXP+dGrA4$;P*B_oy}5H2s+AY}<z38XGoT
zezq?8-qHARU!I(Qe*8nU*EY}K_M5lftzOVZ*RW+=gNhK67c+j@C}MHB{nk~$F`i;^
zN5#70cMNkNqm6acdiLCbXb}XmPQv?jj&hCU@lm#LF(RlJn@2jV9i<rvoxl2<;2c}|
z^NcC*sfzr*pBuvD^uLUyD`wocsO8=E_>;+>d%sY7;C}MC&)xh4lb0d)?mTf>zSDH9
z|6$8xJKnGF$x5Wav<;e0+OIl~ShK^t>lC$Pw|pw<h25L`d2Rmo?HlSYc=CAqJl|Ny
z&mEk$ZgIa<?yfyMc%*kl_1BAb2JhSB=Hb!P9Aq>k)b57r@AkI8cHY!a6#|{eEE&J8
zBx`P&vMpiN*BXpbMA`=?mUYjTBcoimZa%{fCWf7CmWN#@9|&Rt*qL^=oG_$4|6y-w
z#zbIXKZ|R?cu&Tx)YiD`<4pf*Y=EkUbWq_F1HOE^XSCEhzr)V)Z4>l|7`O3QcW&sS
z8BfhGAFA^E(p$57=@qXN_fQ!<8h+LI)Z4e3V+Rjhzrm||y?*s3?I~ZBI{jk5gS2wW
zwdyBPvMx$<H9CJWU(asmwa8QRnjN#LJ$&mG-EOA7joZ*BCqI~GbYVq{XP0gY!6do8
zQv4rE7S?T%0~QQnxC@dcVp<e-@sHUr)tUXz<3G68B7g$*3@4fuFt?@%nMvJ^R&fu`
z$m39EuPuFEQxHz32BL1^L6}~@>UX2n@XgtuVeJ-#hVFM=5s>srKYwE&bBl*J_Rv8d
zwh8XHT;=|%qRrdL$!5JKG)n)Rk}|Nobb#JT*UfjY7V15SQ8gPpu=`T;JEuEfC=@w8
zHthT1rWH2h#`Rv&{o>lXMWgLqPtMLrdfaktg^lqY-wuDsU_;>ZrnPmasan105n<LG
znFZ>P(C)v?jsiV^+%>_$)%&^2^8*8&Hj1S<QOswE%L=R@Z=+}h-n<UefC=gjOw2^v
z2<mYtZh?_06sBR1J%??|D=ZQ#$6-f9PwT{}PrJXy?{qJtroQz@4b~7$Xv^KJ&zrp3
zkTI`ahkM?8S_IndzP2NJRk}}(rgK`8%@tuzZ>E>b&n-9~X#F;0>sAk!@6#Xl2L68e
zW4E>No?s+XTnrV83gRy`aE6P{l*J`5UZf}j$Q{lLK$kK;{;`;t05gVD=+f1^F^VrY
zNo_T}lDN9L!unF%6(6fjd~i1CU4Hd3d-b0s)+m|~(WUYksV~8CZaVk{)2v;z*V;I&
z5&t}}(1)TYoe5CTY1Ru;_u=Y2%J0tL9;?59yd~f@J}FY|5>7Ftu63sI!ZY^}rsOWD
zq$}4_)0(hyK$vs&qk(}R*QjY}W4lIQDMCI<4>7@~xV%mY+|d8-+!!I+0~z}g*O$db
z-kZx#4qEc1pI;28?ceiaVBw>hHkIF|*5}WA0u9!z`Eh&uPP3e|E7kNy7;iknTE6W_
zHqJ0UhQ1;r1InT_y?ln|BFPtX1Js}O=Yk4aOSPo$*fBh)v^eqZUuVyD!%s|&|Mtq!
z#`EaCx3PBVJql|N>pXi`-vSd63l1329PFLy1PjytlXA%xd6dkuT7x0%ICR$@_bX1{
zn5-%k$XaUUZysqkAKG^QeDpopLCqS5{0!`^q+<G|Vpt_Dx1W3YiOfuMI%9ZL{Z@YZ
zh4fcJTecBcDWcBpzaQww{{2b0Z4M4K``tBuLhZyv^LU*By0h(zJa4S5Q8zP4&ovEQ
z=q4zlV)4bOgU+U&8_?0+Fq1}1Xoj8>eVrmNFYnXk<(1S-*md<ao9HY&)@sQ2&rpUR
z%zgfO=BYDx9TrcF(lhS0;l=<A4MAB2w}H#}8otQtcbAk%{i0MN)z2a=x67WuI7flI
zYemiPQ~th>vaYtRe-tY@Ih}K9hHFUAW=+C#em;5FeDybXi*UWU{WsiDtzqr)5z-N&
znN`1k^kwAaz?@yAW0cr-Fl|_cAci}yZg|r+HK5AjD`)`b#y_qN{gnb<#x+dTEwE;<
zpWta`c;EfcFZVv%s{i!#rYlQTv*+e^J@4i9@!6q6@ktk_8x%ZjkQVSeJK^`m%8O*b
zFNP;2vTuyd(*WiA^f8%woK}L?RxzEgCaw*f>4>95`PZ_pOxh&+o+x~Gu?nLcv$Oa6
z73PL$HuC6@KX3YKO8)B_olKKH<Sc$&XYk74^z4Opho(f@9^bn#ch&0eW178ivWM6U
zrY*;vY5A6Y`}Qq;f@4Gr1GB~WHAyIC<VhJbHvTap5W{eb&nq5`FS1@7a&Im>lIG~_
zT^6%@oFoYjmZxe|=skDi&{hL?$Gmp@!*^{^3<R!ZuGyrv(8Uz=bfcVIWX7>bpR6c<
zsdUk}sAZN<Hk9_#z7Zro5KyXM-fp2CPKcY2w*6CigCalb($2YW{$5<tX-5zHB`1+4
z2j}b_+(}I76g&h>g#SEteyUmT8?}Bg$9lx(49b#j1Re+6ZcRGR)8)JnGw|xZb7|c=
zBc1IO3c_W<P#F!b2)j|Mi7zC~qlppOe>XkyJGDL3y{b0Xo>hk;&M4f%yW7N`3@Sy&
z0D<-FoICCSHA~@gQ1y_1XTfx9mu)+BYHOJf(6M#`YIN?^(N0CUa@Nq4(0Z2zmuR`G
z&-?TA4F6Jms~0E)8K)}gtfQlo`eysKZOyUJ6~yJ{&G#OU@%FDuFd6Y@C?^FQT3hI<
zP^_F7Z}LB?=rd;=fE5x>TkWzV4*e5qVFg#-@s`0JJ(Zu}8<PCLXs|$EtlP+|87DA`
z%utxc5tYRGz$8Ey0+J}}kSj*g?TAv#Bd4GGs?fiWU2CsM^)6Q}-YKgYFnaUj$chZ*
zdjO?!5<^@5rjuy=clWCBULC0QUw_je`rNwt${n8z0DbxxznSNFU)StkFZGE%?kiea
z4HZ+S<XHJ<;N7J_xpDh1t6ctAyAGB$3gCQH&7&2M(p<+O*5BRzk4YE*zO=R0rT)tl
zit*_t!wjq((i92Q<v0?o{ZZHj685txCE%%|l6Ip4TD$Gz-_Yc#>KLF=wU}05=Dc}e
zbv0oP+Tr6M76ch7DJk^QZGc$}U=y&rL`*7awbxy-{nyz^P4}~Yq9o`xqu5%?$_C*U
zN>KRRIquBPJLu`PWp~6@6l_c&lW*Vt*r;ScpVWxI2D3Nj$cClBrPbO56KW_)H!ZsK
zyD5k>2aT2kmPwWE#u)!~LYOWdeS8|%6_?NdJydW`>$EV~>E$KxF9#gV--x5MdF$5X
z?Ck8!F-q{Qh3iYt-MK@DD*RY<qlRG0{&&7*ct1(~OXmJ_HX9jDSiwl0^7<<LG&pqk
z`c9u=h>aX0+L?ehqYn)72i0qF>=r#KjE0STB`#*#>7=Bjj6nnbXpy+}PiLLd_{bbT
zl3~w#+}SYn(~m3HwZlyBp7>yiJ1g@Zy>kihsaKc0H=&ee0axf#C#+MbQH8t4^zlYm
z`uo2L$#9JUjHjW%B0QV`r1-o*Xo@vy@9%UIqk6{BRg<u`fHFBFKBu;_@*$!d%gfiZ
zFL9XV8`c8=;5~t9f(y?l@T15JJ^n;d>ZF<I=k#dBI3l8`<eo?HEm43L`U?%2k_|iD
zI!wrT?RRsZQgAbCR2JbSksArSY0)bBJqWm^5Lt<v+?@@KY$GoG4b+~h9YQfje}*eL
z6OtBc>w<(7m$|?<0MpkGMBURA4p{H(xBqe;w=6AM7|1(rKmr`~!iE33AUEdJNPPj5
z)PRIFH)e9LKKp2WfD%lvoQvB@<F4AEf%l0Lm_>}9pHu!rnfR9AP_=5+)P4PXq1`5p
z4YK**(D=WOUX2z88Bin?U>q6&veH%obJoP!MY-ea&Yd;79Fp}^3T9;g`AI65A5~8R
zL$U0BfncJ5jIirt2~WLxK}3AyEBMI@+T5YJAO3aATHIpu1eR`|e-^j>VzCu4TxU&j
zI*eZy<#TQUdAV@mNhauAS|kcLL`^^cJkd~?o}g26m?FmK{BfY<oN4VfxF1|qJPCQL
z_+1Gf0A~zdb2}6XloGVBw2qi>v_SL=6Kb^c6ozCVRi_Y00tg{=2?at$z*8R+7qQ)<
z4P;y=b0Ywt#Z>5c{?u6#RiooPgFgxFuh?L^(x8Iq^Yu9wixw5B2W6n>z-Fg59rw$c
zaZMUEO2&LiDpc5Iy#}@^a9=4QCmM-2Bz?VeV~j*jP?=OagjQAvI{Idd@lYa$c+iYO
z;=*&>97va0hyAB<^RZoKSkddR=O!-$bGYqLal{y)Wxx4zGE3^1JndTf0}VHC>r8F!
zt)>(|vdw=-V4ti1dK)j2!!CN4>H>h-@7f5xi|R{fBqa7f*J9YL-LDn0wYr95X>QoU
zfBx~+-Q8~~#WT+ENr?lX<wB%lyeAwot~vr(_FUmykWAMC?w~k@Arpe>FLp!z6&lKo
z*vt44SWN0yYymJCG7#2G_cs_u!`%G@VHpw$9Drh@eYdmKtv&wZF{zt8ftfrOz88_!
zwBLZ5Anf)Ob{Nn0fsAaV^UvyC!(UyR+gBTclwXQB0>-v&PuqR{Bfk-!SKhN&<9Gfe
zL*_gG)sS?oG-oD|Mo#L7(YFA|%i<<dknxoFy#2zhiUeN&@2fz`T2Gd9T6X{WVA?t*
zb9VkLixY+#AnCy)(G1#Jv(pR2C;WfLgz$k|T`U0g#Py;DN=&XOXkz<2{pQm92&x3l
z1!mH4>TL^~3ZQOqoJ~(pmzI`VZQsJ4mqu>XO%d_`iZU-|YTsxn!*VGy8Co$tX09z%
zWT>!S+qdUaRTHkZ0N#>Yn5E={m?6@RJW>uB&7c2k!nK)jbi8}T*=4TKC%9PyY#!_$
zXWwJ<f4&9%niM4X2zpU>HE7Z#{OGR(`j1(0LmMuJ87M3*Y`%l1Jv{Fe`DG=ZfX!R9
zxWgc}aR$?uZXAs;0CKW|{S~*%bmxE0+~4Y@X>b=f*AApgEI8`X@q>^tCJm+>!Dg!-
z5N!R0$v1A)5*gminL{ro2krVVAyA&ukCa^j4T>`Y|NCD!B_?0F0<A{YYy4+5$P@(f
zQHe)R0gKm^R%`yf?1)HE2WIRa=nI1d9e=>9uW*iK`x^fnZPAYUbGrdoh_4WD8}CSr
zm0cEP4S?tl2(EW{%s)w{Lum8)TYiG2N@<7^lrBT;68~M=L8yR+P4*CD7>Yw#{jn^j
z35K!9C&!$_plTQE4>kQ&wj2ANDAC$7y6=DLrnXgj%X6x6Be}xNoPcK@()|N8W^wG`
z9?SYH5N4j_$oR*tD08t6s}am}0I<7>uI`2U33dMYtS@}~;FOQ#;o$}6UJyHGFx_Uw
z3ED_$p~Pm3eJi-iIxeJNUL#5qrfj|Ge2Z87^!3%X{-0sU&VI8gQL8>(zbp3S&<IHW
zwM7`4b?+&RKP7D7CdJ?WSA5Xxk4w00g_A+Vk+d#P5&%$#$3Gr5;Mvuyc_sz_)B~H%
zuC&JlCTR^gu9g2f9Jci1<EGBTd_X~uX!@Y+UlHrgb^aiwo6;WC%v&515)vM<Ktll(
zY&y|JVm4*&3=TUSxBfQE|As&MfkyNLUrS1^LqDe4;oDsnJ|VRgS!P0|(=~FawXhm^
z>ro7@;=gwi2YnvvYpfTj<+m~7eE$0NM%+-0jZ>dF{n-<n-qq)r!G9e1*!nCd&MCx<
zk8)2Tt40b6#72U_pcpEnyx_J{3B2UBN=CI=(4s{P)Od>Awgt)+W4+#c{L^b?Rj$J9
zu3z&L4itQd7j#JK<BzkUjr!h!nf@!%b?yf$tjIxK*G;+d_<P2N|GFZ<N~_%&Fwml=
zpoax_7b-fbP{@6-V(a8ijp+2x2Fzi`zL*c(*yWlg+G6JC{wa(_nA4}n&iUu@57VmS
zbFEE#v>0M&2osS9dFcBSU`=)k9U}L_9DQa!MpLHGL^%BAsuN6Ww1*{ua?&I2?+PY7
zc&q&}&KK?wckgS#osKBf8~IDE!?n^`^mISr@{#JTXk1lLsR_>*NaqcPwGLS6DiB??
zU`hr1X7;Ywe{T2YZT7nqt`G^B5y9%eO>Vgjo8#NTUJOuZZNqtPlp=VMq%y+NJA6w9
zCcG>s_!7JnPEOXS(X;LCuTt!m;Tz3iepoZ+-=A6M-;1MA#{k-I@bEAS(GolZ%u6I_
z&>!hZ?&cnZs6jP}4UyO}^E8I(>$}+oic1WF9UyxlDhZp)`Hy!w&v%%y_DHw2bfgNd
z)V>*yJPSX-QXT2+!s={;&^w<nj698pFJzBhhqtj1jFozJl&E|k;#I&$nC$;t)LEz0
zmnazQXatxvx2X?P-B}mf@d(x-u+yY*dI>IMZnU`nk-R8qA#4s%5T{3-eoqEdl64sI
zIWCNp6)^2I0>;dFldJLRpM!Aq%~kFp^&54#IKDGQR-e+7*UVNn4m0}*t>be>)r#kS
z5+_vmu-2?^?uSldqWN^pdd`c*iKzpHHE$KwkfCT<UcY}n|C&HrgZg-+<20m#a4qr2
z+irVx9Iwzyi8xx80g2--d>jtG6O%ybX{iXAd_I=o(<Wv16;EZ202?q&1>eKW*+oIC
z^&Iw+W!p<Y6&#tnFwS~TJ*Q77mc@y59c95QJWDT?eALz4^6o>`Qs=^ij_tc{32EMH
z%k;~(Gp{~uG}Ei4%NU)2<}<I_hMvCKbbIc@3#aY2=GLlJ;vVcC+%-gJy+hH@nnPbN
z4^QrJ;mhy+XWk^;?2&QPW=YV2Ko{=a=FNxgeZ0Ou=-kZ{u{8;yEgk=))yZ1c5n6_|
zgu;$@0Be~hum1@nLA;o~_wSdGBi`2hFOPtLrkMBd^6_z}D}TxODTUT)<Jq%1`-iR*
z`Bg9Tbt)UG08YE_*ijFLB=fNy^z$<am04}7@~;5OuJH`-@azZ2v})3%I_nIoTmzEl
zKYq<_>gsGt>+E#~fd;*zQ0(c8Y7$jtDbLxM7;&qo&=#{kOi6lLEv=^jAWQ)*scU0n
zg9~jls3V?-4yoB|waCiKn(pAR0sMC+{++wh^O4g`Snunkn1lqg_}e$p<T>V$GsFS5
z(3$mfIJAjR<c2~0;70Ht&A??=xzni$Ghxq;@4wH4Bp^1SbeT1n78ovF8hy4`zkW>>
zv<KDU^t9q)_gFksOwjo;OGq(O&n-51+_q`cjo`wX{yh-x@k~^nG^2LoKmJoS%`%5Z
zP>m<yR*hTNWgZp%meTpD_2{XE=MFX4`sv)DcA}}K5yb@dh+i=1K{9Y_)G>(cgsU_2
zy9^v?T{x<mVx);lYV6>@KfHU(1HrRp=MAdqqhD5_p4bdM5_{L4clDV2s(0$7u>hF6
z4afh?{CT7XraVWoVyU4nr=^)LS8Bx18Rr#Z-c`${T9vGJm$Dx`=(Ujp)LW;YK{G>H
zd@YP{PgT=-r-rWjQjMEsL`UBTwlw;~1btVrVPiJ#&WBXA@6n^~((|or)Tl9X%$Qrt
zx~=1F$4+Z36f4O6;~qC{*REF#d@7(j1#{G^05PY5B&Mbx)N^eKbe4Wri~{NB91s44
zbub78PjAPpuqxM<i=pn+^9^B1ZsLegqi!LlUP($)D8w5KIH@r)G2LnOs^tv4FnDeW
z&%%vX<4{gKjVsy9vOssqJ>{au_gc3M4DQxgg+e%wl33L+DL2=~@ses4SYpESMI^il
z>oz;We%Z&_Jg!pQoWq`RU$&ydlXYR#r9#1J|G_ssUlzij24?G?ll9<1Msbf>=r$8)
z%ApD|n~22(Oh)fFUl?_W{p4D9^@M+5HOQ)kFByV}MHW=esln$c<lGsJikhBD4-4hH
zi{TyvWPV$hj3tLX$Phx?DPXBIw_~erYt8jKS_Zfs_C+785;%GzaZsdjra#-XX>*!A
zRgA!@5$G=S@mPpmAMd?h(|%LWC&4W!bmk8+>$ZcqgHNL#lixdZf{cx8fd^oIyWMn$
zx5N<B9VBzv+XFk?ylZ1}ZmMMhp9*4h<ANP`sIf#jfX`)jtEq(VjflnI2USIAqY&d1
zq0vz%BX@6EwqyI@FpEc8^V;3zm8<!t%A{4^r)(B^d@?lD18s5*5|BPDk6`nzr%<%{
zU&kbECk9S4iTiWdMZp=_0+4PvVnoMFUoi^n@Z*(6V-=`OO)={g8tZ3qIi{<WC`&Bc
zfDlG)z<^1bL)ojLGw;5vXvvC&#3O(uaYB*xU^h;MnruAS$ympZY5dAxrKhdRc{lPS
zXhAlD(<G;))SR~Fb9Eeww|IJ1i`pL^-ia~c`tsjDli9tOkwQVQEz)AQ#+J7Jn8$(}
zfXPme-D&f>>2B33?EW%l*c|?<wE{{^FyB=uO8$JP*8HMP1mQ!_s0X0WIXEMMU1ma@
zVzg9)$9tU?P54LQTJ&@>oP~u}6DM0@&=kkphyDB-)99%{X&6EM^ci4EaJH-goSK?4
z8&H5YHYE1nvYbEcNSODdS3sr;eMg%w$L2UX+L1FwI6<*Cv0yEL^j5gnrkDEjoT$*d
zFS{VO)T&sfJG_HXA_z;{Wg#it=eq5GSJ^qbb22zpShvI$sjFG7i)NR9yk#j_PQD`q
zA-O^<-AlsUE%^BH?YPTM=bymI3ilgOwJ>94e-^J&CZ_PI#LNz&)X1H70StqP`c-$W
zO+R<((z=5?0M%w^-o2YVahmG}iaPw7MB;@5>$(%ob_n?e=0O#=tk8W$={-&m`0$Gr
zDVO7g#6&&d5^<+>%waT&ZlKDtqNi=J>}1lAOggKfR*hF5v|vAvU!*DH=yhpJm4S_A
z82*VOk>_u$8HZmA^7C3$SjlJ*M34o%XUD`qA!939oG2F)%VH1Ky2%s>4C)#q*iUSk
zQX?XQjqTB%T~9Esmt`F_RWwa9wabIUBO;E3oS*7Y%rff(^B!#*+7yc9@Rkye8$_KX
z?Fz$9RsqV+8ilw<NIK>NB(vd?B9M#JUlG>Dm*8TA$|ii+kiLC|q~zoCmIQ5d$Xs^7
zW@$f@<`lM|2LOT{y_iJ>|6tdI8gnuFz{PGuaB#3;8%tAD75quPNbtf~21_WVnw7VL
zH5^>dIP(v0gpR2QJGr=64Uf|B3)NmN9Z2Mmho;!o*(ZnOx<mN~oE5v-vp3P%n`CU*
z7Z@lWfh&s(ysb_^S8qOa?Zs>g;5h$8b9k_Ze7`#kT@`MK<#CqizWpSk4A2H81!3X2
zc7auQtEF3AsFR5Z&@qm0dA)Re;+j>8B)<L99xhV6x*b2h!27x!)nRYbpFL}5Sc@}n
z;pjrJ3=c}UcyTdG(^_gQIz~cSn?1lvbXXgw_DtbJc>DNNVeN#XFladHjJnhXq)Ign
z4P~vsI^fcQAES#)N+$fsefl&pQ+r-*wcgNwA!k;RSip?05A+Cbej^I~YrGUS&s{Up
zS4LTkjk}j_uN7|MgMWS4tHCqZ(E@+^Rpx|Lr|Hu3Q#Ed9XIq6uM0Ak3Y^(kgO!w^5
zadhVfcRL>Jx1_&*4OoidPJ_Xdm%Y1Rml|20s|Cd6j;1^;JiN)<)~ZoHrYC|0JA_LE
z1ljEqO86rosjZh6W>uH13$$%ZD5${GW?T2{)Tug&cm3$j>BT8~{>1cc7c_=mta_Kv
z@#9f?dTmPSs}zW^xI6(FujJ;o(a_Kk$l%1ZOFIAwM+OZ66%enU@cgyf_;hyty%0Oy
z;tQiYdl(+-n%$@H-Mdh@Xo0c)xg+Q?3?UKHa(rSLbJq_;aXmcr!*$yAvh=s<8$p)}
zx9IFT*n3^qmxDR~Gl+{>+Ifo1h%v3uGN?K_I(8j@#Lr?#j~>TIe{d~r{d?1!QW{sG
z4$>r3L%Lu{OP$s9;@yDkEv5}+?9#D!Z&gZ%WbSzHg--^A&t7P?fKKHhiXl1Q0Ba((
zfdb!`8(I}{(O{R7It1nGbbMaOd9P$<s?y1i^1fzNd5n6@9P$y!FZ^gcfgoV*2_}hr
z9oY+qg<@5L`>EJiW2UPOcw*$o!nXr=9aN3Ka3Pei9{A&D^SBY4JUwO49~@Bg$!Bz5
z9*L!5VdV}$y-$a&hv4oJ&x{Z&l0^<R7L!S~(1k4^#0S2;w5F_Ke0)5PB3GJCTXX2_
zj`L(2oKFvhhi{M%wVIB#mWqlYHTu`av*EMRU3y`@Fr8?W<uaZ0J37<k_+fQ}jB^en
zMvbaXrIri}4bkPn5A%2F|L8xtC}VM8JMuh1kV$77`CcRu&Gc_68&vsbER)hThuB)>
z+i-ardryMNE8IZ8Wyefb2||pCKdkw|6s)qF94f##Gyw`}Zaz_-KPR0KN;g?0l6*OD
z`uLuPRkN<O9?cUFS<@ib5^L|amK+g2xH83W_>`2LZFFl;Gf+*o;j34l?B3(#vgOO4
z7Z!R!WX`)#l<3<zLKkhRg{9@4V1uer^O-5(AMHiirKF(xm;KsOLvwH8uBR;vZ>^w(
zU&1JneJi6LuR!o6_m&iwZn+<GUP>93XdU<4&)j8{uUVt0+WzVV9EjUzdq7D{UzDnK
zv7*N`1ED2Qc@RljouZ=pMJY9M^k~15iN_{2AOlIpDEl=~if84C@L1sKPUkxEM~2~l
zy%?Qtc(pdN-a^`Fj6+PmwmpC0!b}h+-oCHTiuSG>g6xtvKF3<bfNS6#5U`PJ_=0|M
z(#4gh({?^5wGcTQFd7&4a#Uitt|_yr!T^goX?O@)&$;VxnS!!D{2X4$gG%0|X7mZh
zos=wqccM?BV%S7$G%6nhKoRi)P%ztTOyh0D>0!1R**d2k#6?ym?*xboCUW!IlIUYH
zAq#fz5}CdQS|7dODU4p0eSFe_B$ajZ8>CJ#@1~#$ODz}0tGGL_s^+?k+=iSra?7kQ
zV<t{)2DVRCTD84r5*6&{kGZ<UkE9zn4o{j<St5r-nk&A4RC;hi$=h4sRAu^Hl{F<T
z%p>bfcMLp#o9^q>>Th$QQr1mPO%<niEJ4_Ou_kKt^&ao>Pu<nCD^Jv@v+p6!nrU1L
zudpq)l$X(f${(9EZ(b-YDWH!-%dXk_OEpImID>Y*6jq`g>P7sj>I%WV-=e46xLkNv
z&A^?a0ArZ6pBX#IMTiUB2yJ#;tKQn$MzDUhdw9Kn^~#gLVu#!VhUiA>dVanCyYoj-
znn=mZ+)#;w>xr&SNRd47Hv_LrcS?OJRx{YxDk1#jY}N+pASVvS8KEwjNN3@b=1{e+
zGrXKWckUKmLDN@$s!jHcuBEm`ck{2MOO~vUjqQhXsri#bjZJa(if!~niiL6afBjy+
zu3YKk)9OzXs@AEi)Z=)u`jEa&x{g;lJgpr$uXq29<2}}i!j~S`9q*_SUO@#jXFfeN
z&}wP*-!o}rsC)a+JXihtr2H)g-3{(^F{qXI%4GW2S?x8HyIR&LU7QwrRwwUT?de6f
z?Yq}$KB#e?P1>+94XfySKYp@pLzc>manRzWOIeas)vfr=0EEj^3cj^f64O;x!|4>L
z8y0Sr45R~Flk?>k+s{1Q^!2OOBcHv=+m$%9x9X&XmLo@&mY#0dpowSN!X>ggTPX2l
zzKhSofEg?-EIy^QTQ?o5jkLQc*(V)-r0(nME1Mo*v?~h>0yOVXWMt%)<kG_{k1EU4
zd8*!}>ZNiO&rMZNoLF_zsY0*!{N|sYs!Si&sovLmw+{JCd7|C$HB-XmhYy=`uZQzq
zCAUXy!%7!Dj4Xqf`vmobVz#UKx)x`wBErL^loBby^S5vJzKdQ+hUsB0-R>}}i|!tG
z7g;+mNp)%C>Pmx(J?)&VYMFO#Y|`~QtUfL^D2fqA9%T?-Ee#p*>>xf@akFs$NWf#F
zjd4h02HEt$8aN<L4KC*z)(9Nk*(M5odlHqM(=p434!QCq50_58xTn0%4;SCVZ@fY~
zVg~TTb7{qtwfi=YTo9#h@C=hd@R5L?HkzH@SohJ=y25-|sOF%imy(o!P@$@{)RYtC
z*j&wR#LlHb-b1<>8y9L{7%}3gUe694##@@WuVr1FLd=?-dc0!;nxa<i+T9kf8=Wa2
zlWDyTRd%J{?c&z$uwUbQq)*PI*47KRE7}%}>)LqL312_Iuq`L#PZl(aJbqy9ybDtg
zR>Ze(YWC*){goX;UIhD8OL)v59*B7IgahM%Itq3ZxNF9XmqWzpKz9;bFfsBlu9J#9
zR+K!XO-)SHk>0Pvw^y%gT)qDK5-ge@3qFn=t6AS`^T>QFpWyEwau^7(n5-dG^hW`*
z20-TfG|5PBn;prZ0t_LSfpT9V#4P5iO})6X0llF@jv6|?stmWFimyEMqcTXnxEHJx
z9J#xq@2#LARrP+>F~1X|)*+-rI3FHVP(0J5a^|Xs5Rs+MSLoMT4^%Ldc{Iz=WTy+R
z%iE|_nw=X;%RxZq*DGOs=}MVm>cEV%3RNErolr{jkz>d9ELD;_IPUZj3$`&Tb2lp%
zP01L;_x$>9drPIMnVUB2tRKDkV!2nk^^6&nR*oFTjtS4Zm#e6#<*{lUHf8>R9G8WH
zWk{O}lONwBeW)`E1unRmckURZRm@VtSl*B~%Q6y7(VI4YJ8FFhEO|ldUexp8t&QyX
z<U-9~<+`6<*Ufvo*D0$_yCA)<F6jYDN$cHCd>m2RcjSlOMVYNN&%4(P>vc%@<uY{R
zmk%cq+Rd3$3#?AYx_m8JaSn-W@?pAQnML2Q*8-v#W_tS!?z^%Uz_8YO8s4Ty%;cGC
z+WL2^>QS@mgbA2KCVhQVIPu1_-G0?PJ;SCsF1lZ*;O?f>fejq%`P&#&>;cyLT=HRx
z)Yl*@Sta#P23IXSbFEdYR>{;GOgwt+SbXN%qG-O)<}bav*BP*?;kl*N+2l}hGOV`u
z!EG1Lg>`u|W^dTgxUp7QedOy{*Ze&*eNUiGulnnjXs7XmV@Li$basYL9T>cBU0!;x
z_3s|6e{gbrwpCJQ?;!(EPWGR8%WI@|zOF$~zXf|u2L+_s?-{&m>H4?v=g&Xqg-fjk
zKH=286^)2uL*ns+@@cZS9`Av`e8~udVPS*H#%8jH`OJPr&!L{G8%#0jE7}2ftv*x2
zs}QmB{BB(dh>D65Fsi+8Y9?rr;jqyXZ-_W&zZ?i=pL3jbXPG~j0$VE-w{PEOb<IW;
zyYy*1(#5d9gbjorT5}xp>(r^E(z=+={1mJLgd>NTz|&J-(y`vJT1AZGXh}{ZdWDHu
zjgA@Njp6#A9p&BdcIIjZs`nf;s3nc0K1BpTf(Lw_S(>2$H&h8i&5+xL*gkm5=1m@u
zA=k?^iyZjK_D(ZHsbc{DhJhs3ell^~bNjk~zDD*Q=Q;KKyPshRmd@bS#kG(lXJ`$q
znKgS-yFN3jk%K)L?#zH%wc+g<Nb9oS5pMcs2uCo86o$3z*E}PmG{J6^?rKsGU#CAG
zH{^TNE0xuBkpcxU&u_^i7#P4Qr9<m3f8j~|@}sA0Mm1Kc4tUpoce<UUqcZQpKgPzY
zbWBr;j}4miecfiSQK$4{4##@Y{p_J#pPj)p*y>KqFp6QyM$HAj@=ghLGsmU&_(%t>
za06n^pIpM%R_uD`Uvg1sRiIO1#R?_Uz|5>Z+(0M@!^p}~n(>znzgPAkywhwV8BD)7
zq)zf37~9R*so;rVY1IQq2fX`{f1Yoo!n(jM=!ax&k<=nIwwxQ)7A?H6l$i<WNjR-S
zS{{EmvGTKR-n?b6=|KaK#mc(;P5P!fE!_F{m+#zZK-VXJYm$&?OgmtFL7OG52Gy)e
z_B50|mCh?4rWDZcA&!#W+Tbg}k&&Ayyj}oh5uJ6VjX!?=<GXiL9vY3;(5r1&`D%x6
zU$yDAxruu{1uJlImZ%LnzI1BIO=NfM5%@o~oq1S}dHeq_5z10z-%6AsLSeF`lBGl>
z`%+0vXv&f$k|Gj9i*0CARAv~mFCi)wGG%#WPo`vIq$x`Jz0P>H-*No@_#Mah+aJ%&
zGj-qhbzj%#bAHbA{eGYC(~=XHg@91uH}^b!$78eFgINVKCVTg5QvMG(u}ESq7!V2a
z1Z1=-l}8tT+5Dex%^g?7MBxe3A5okOSkk}unu<pYqJ+>8JWD79lHLuVRwzW0$K9!C
zL4NA@<wK*PLx=9%zdxAwZj<EneaWB&p8mw7xTIt*byYje23Z_phXp<oVY~(uTSH-Y
z-I?^6wTf4f2%LIu_5XH{$3!@;P#reu`ivROuM32c%6i!SIL|@BcW$8lYm+Rq!Gn`b
zn}7Qx-N~7it;<C`F?jG`$tNPtw7voQr|#%UbAs$tq1zU96hw(V#t68k7)`1CJ-Y6`
zvP{Z`*&O&6SrdDz_r)zQPwH-5Z>K+kK)>$7Zi80pxQe!rypr861u{^jTTg~D3=mx!
zSq+8=-BO6jDt}LP{9$_if3Np$&((Y=tYZ!xst++1@9`Pf>Hwhpb8kh){(+!MpB#5a
zxrzx60S8xtkychJWT@f`r>uv&#^#~_>26_}I5|C1NsCth@5d&9@TBzC)v252>^=G^
z>8hW>e@22k1(Dhu%Lyc9{w3r0^&gq`JEV#Hv_8JWN416&O8l|Ucs>uolI-T|vK{wN
z&nOr){on5qqI)HvOUstJdauF7RQ{?ByYcPyEhb*jwYiJX=mZ_aQeepGuQSZ}7%(M;
zmXx|9e;@GeZ+DGym>%#IgMH4}`ULUo)MbD@p-YjF2u$m=?z5i2vK--)y~logEaf%^
zjsd{Pi$pFeuK~l1nP3nXH*56hM(`t4s;~`I+f!_=etU&=l<u!zrUWt1R4T7yvxjhQ
zy0Z3uU~~v2t{|!`HD^L5p&-13m6>GvW8D&pwYMSf^&)TCkzYi5_&W{`<Pv`O))}t(
zoD%R8qEv8V<xNh++c$4wpyi6u3NU7XM6Su?j4|IYI5T@?K;(e~P50R~gd7kQRJ6Pp
zas}&tC&{viE}KKf?=rqMQhQ>`Xp>iu%7Bm%b+(pT5>E#~JFh)>aK>P6ce$`w`yfpf
z(&`L&n!if!_afxQ5On3!NlK*}<6>Xo6~V^dfEbhe4q4Dhxk{qc55S)0MNPs?8o@}a
zT?meAckVQ&zOw{50ZkEFk16ICCj70);7jVu3~*|w1;#X*t)>5)4cc&L%7agWeWK(Q
zWJ2y{XlUpJJUq8)51(T=H6JRc0%nH@CPq#?_uF}^tKs4i;L5bD#rdbyfC@(wn@$=H
z0hN;gLvTq29SxyzPL47f?5rWll7Gd+YX>=u?c@F-i&!kk4Ld6@0EcCfazmV*o!4{9
z3M$S<xt+IULPc3kQ*rI4e=r1;K}EqNU?Zvq3CHA2X&}7V${jDWsAF`C^F$FRbO(TW
zIux{AAaj2@Ap=b%-;^P9%$srMquVjaibyO&1YhzS+fuuq2R6ewO8RHFZQm{yn?lK<
zW0KK%bXu&ZaX<ivz@)ZJ%Rp=)!BOx<K#rKBN4KJx=w@o_m{^MUNCC1E8FMW@!Ynjb
zL7BfI&zg(M1WLKXI%dHLT#g~&YV(x@{C_YQrK<A%4hY@CX%&2mkWRSxZV`o=jNQfg
z7a7dQC(k#dt`7i#xR#fvMZfYW_(f4sa`nGn^~kNwu57)WZHDhb1A6wPqgj9%Cc_Hs
zok~h1GAibsJ65d-tc%44*U2GHFvW)vMQz2MT8ZZNHrCL{KwpJ8Pv+#glD^!{wY?Ha
zis~x_f$Ue1hPX3Qy`!a26xOSdKX61Z0a@xR@Mz9NX8}p!bRA##zyxoi?8Q5vIf;W}
z0g-(-d4atQJmc%`$v;N;mtV5G6y#}XB6x@!-scjzm!ZoYfp@s4MQ^_7>FK$!#lb)w
zBeR$f-I=B%?7cRFkF#<Dg}Q<+T3zyf1oTRvzkfY8P513PNb)$gn+IBT^*9t@c<)g!
zs$=Fb1Oe^7;9QoG7@+FA!oxQbN^Lx|Xi|2CxLZ~E?x1Y|!ft+U7ruY5(X{~x@ZnQW
zIWjp7)1mJFLIcrD&xcGPfhp@Uw9PStxeHZhuPRD_`o}&7RZ<i%$-pF$IsP*9Y;)x=
z`bFTw>#_G6DPY!yr=Nn_8EUBHhCSRiWSh46+8`uRgw9ck<2ha;*4d9AKgz)&wA|;)
z4)7X7y&`b(#Kj92Cgm=X37}Q8S&NipY3!{D6S#Gf<A@n;0raiV2q1L*NE!8udPbjY
zuZl#-pVjOFobdzmHwD`vm&I4O4fCI`f^Is4{7|dJ0@pHv)F0S2=|YdXo6t;pY?PbJ
zRsR9&Zfjlo=b!!WOJ@sZ?O_k?{(bx2JT<QI!~`D{9M{m@2=U*pLx)s`A-qZYygB28
zIc56kkAVHko2j>kZ!4;aPwasdo2oMYISmybjb34PW`fE`r{)=m_m}cKdnNb%x^=bL
zDmpbywiFf?8oB0VZ7w=S8}QwS4>M3<im7OKeSJPdjm{Vg*5=12ecXN>bNI_5@-Kuc
z0f>s~ON)wpQFw@MUAxxf{-jgux)5-%0*@`Ot2Tn}g##rkI=E?EnB7UCCC*Dq``V}*
zSB$X@l355nZfb~|GD)A9zk+P2D{P~yTzc5?75!7%VGCkO))`ld)Xa8j%INJK;=_AI
z7*5iEJn+h=f+pfraAm;(C!LQ6>swSUd-JIG_8OP|8Vb3~<f_>*6QaqW5}dA>lQH0v
zx`QY-mxtu#?JebE^7e?OQ{yUiiaDeRJQ6cdREOYA5lcYWnK|#$(}S|76B;A|$g?9+
z)aZC<SvgbNivbHqRUJn$80$JrQv7p&eWRTRTP&^3h7=K=_j8T|3|g_4pyO;Gvt^H!
zUj*YzntHs?<&$F*{L6>5cxL>zu&{gS)-79hrIahVS{1_7KD|?Gj;4^O&~x?xzgk;!
zrKz@gCxTBy1se6*?c3vgB5SYPd@-ms&yQVAaUtEM!tBy3CAO>DM;FztuAXx}pDD&p
zDv62fQ_P(`HP(8a9i&9B{ahvxf{a*(9U(V+iKIkg1lgK+3y7r;#sVX$(;=(^(6o01
z<hDYVV*b^?Yt2|yQZva+a8_Wl?^W&><)Ig7+fctHf+7;Y#8m%oZmt#OKW1`5q4#_`
zF1jZPCvThv%}@_s<<I=nO>Asz9IR?$h-uD*2T^^X4ckho<_r#Q>n5v>?I#>FIoUw$
zY$dcZT73S`pC&zPot;#{MbHCfw`6&p#KXF0>;y$a8v?xko<8-MHS3x8py6T<fBkWa
zv2pZr_t!o==s@&^1lB-M!WizwUaV57Gq9tSNGhorqJZ^uDhT6-PmWPk=h}9gns*M4
zi|Z~xD}({(yuhoBZC*&vO$;eP0&3sL{1T|srp=n2SX22EjhiaMn9|uBSCl>(yE+w4
z?HjmX`NQbb%+~^__vXL{l#((OTc-5TF{v_j>Qs)&iH0k=ogES2FhP0qcm9<KeN9Z%
zn_p1Bd1JGEP2On6O#K@<2{L#N6nkbdZ9Vl`w#?O9I(DqZ*d{x({fmFp8QA8x6ZI}E
zuQ%iD_~)awGq@&Pk0o*F|NgE{+EUfJWgcWY)mHsCR7PdpUlcaLe)N))y@uC{hFQB+
zb#>P_>zMoYl&8kLej4pt)M#9}Ubntt*P1PD@PoIyfm4^?PG+SXu-hGZ_2-}K4_T?=
z@2_n<N_X6iUd46UUibnvwKtjP166lE934_x>i_sG3OWB7r&qPEaWx2Dke^umL49yt
z^80$ag+-Oe+t0pnkFM2gtgaF{)Nuc~Aam7k@L!NYj!ON!1?~^;-*y_-WNZ2KXP!@c
zhW-|0uJ*6r&z-B(-|*#OSZ3~mCH7+`_}W=Vsq6pqDgsxpo7LFdZ+y7czy8yM2Nn(v
zU*D?j`r3csl>h$g(~FMu$Tu|ne6+I4yJ}hS{iN15)2yQ!{OhIf-o07$^XO539G^3<
zJ2q85vvspNXf3b1Gg&6xx<!v{qSL4Os*n1f-nzQEo*teLw&g@?z22zy{hMYNMb(G5
zIPTu1^TBo5Yo@ePfAPUpr(cWWXPpx!zIv5z6X(7>c!*N>ez``22O~*-Gc~W~ORlHW
z*^??pz4P`sgk|SxReo9(?Pv(*U4FF4I^5)+SLf;DW04bSaeWii_0`WGfwU}U%<xfp
z{{pyIeU*>Oz=3I<d+(a>91yuxrqv?MVKc9%1FUX5w^k1;{V)->v;zlWAlg=rURSa$
zW~dpw+gX<!nyc??YB04=&FfcT=9AXgsz)E!_(%TX9v`g3SK8fO27i7R-yjidvz@N8
z*7`bMRRo%22g)37cq3X)8rG$|`KPawNW09RKjleGofyH_F+F|Os{;wY&9j;}D8Bye
z^Gj7lQ-J<jkP=18V-Qd^x=fgn)P;mk$qoAqs67{HEQ0t2k@-7<g99#K_T80+*9<>5
zE{#~`)uyr&V&6j?><*OX1S8Us&gAHuDR^xk<MNDs$aY|iwxbj3USu8ja&L5zj0G2S
z-SRcK6JyxAg*><=@+2>ezI!^M8w2AiaNTV4?Ilr)`G&~Rq?mN0jU;T!O%NyfO`A5^
zx<TqPxi`wKrm%2c_Z~fZd5rxpRo$h4$kAl@H#mePjuNA;p}QbN+PXpM99cf(OSLFr
zaHNf&I%dqxjK<&gZIG#QJi18It}(W@R@4O(L6|_RR4M)i#}?%f#c_NY8w?g>@otZC
z{~?ak(9#Oi-5OPwyauf-UD$k%WzIEpId?JXjQ0Sd5$G0eeYpO{@8Yuv{g5?LNL^&a
z+ngCQhSq%h=HVgj=QgLRUqk{R6@i=$B*=YH842;k%;#&Q?4V9f{QUeRJJzpLevMnQ
z`CI6=?hy1gx~PB*{Tc%<ypUQjky>47PoO5@&IDirn4(|NAD)C9T4qxWJzFC}yONSN
zF6Ey=11VtZBQ`B7N$K!nRf2ZNma2k(B(x3LT=jBqf<{PSm7$tzD9{TkgH|isg*Sq_
zE(6LH5j*|0FmAoxdD#yA_UFbS+kIYsdyf~>cq_HUF#C_a>b4{Q)9iYK@3((Uv%Z$!
zvN>Ic`n+N6@#Dg4S~xjfIX9xK*U)<{GOT@<EWXzyV?>RY-MvN`R{UekL9fsszQ5Oi
ztKY+<we`aF-=jl|T^*bQj=2bsDKcT2IB*QMggqCyToKDHbbL*b76^xp_<3s5MUX5c
zc9u>~+8FVCLZT7p3w+y-iJSP3IWtU_rOrI4p&8RK2?zo}kggOqLm;B3nEX8J{r$V>
zsbyFXbI&@5TtxhrfeSXBKW`=v6+@bYzw8n;ygP(7l_9JY2N9)T!9!fB9#nsraeIQJ
zYgr1IPbzOpx?`3e`tXVqXLru&-s9p7T_-x2d)C`;qHi6jKjskA&TM(8qea8YVKj;;
zF?lV>qpqIbNNoQsWxOj0@fJXOnI?cmI{hsLurXG2y-}r4kYCaq)I=%Z7)G%Tvu_A8
zc!RvLTOX$sBS>OvYUY#MUvUMgxw#H<s8Z{1MG~ZjDGB4!e^xntB+=AuC=i!ElHG_o
zK=~urtqb0uzs&~9`0$6DtD3dz`@;3W;T_|((rNjD9nwY4(XF|*xe*;A#-s-$(Vhf<
z`O>P9cYCd_8zK2+u#F_=qR-3w3J4;~EzqoPGB!0Ls)_eRN7qoxm<fU)H&(D((0Y`<
z>+uy{42j<gP&SLZ760vSsl}MNI)s`poA^5m!IGuYKv{x9*!?lhF{;W5VyBCTNAJ+E
zuy|i!jkf4;(8rUo=zJi-GC2K^3P?K2X_BD~pG)6-ZVF(wx>5kTFg?ADK7%b%PhB|@
zAFoEE!3ioDZpju?_n}OZ=mmddL@@1knczS3rb+ZVQ#U)<(D3vER#5?RztksBX2HE2
z`>Ti5?H{ww(IFBM5mBD3Y1N=%Lq3Fnr8;cw>A3N(x*IiFk1FexoracvpZ<ywEkcD~
zlA6!N5SvZ#l0je&Mf=wmR=h7H54B>%RfjP9-j)yJP8g^~o!xl%mwtwZQRfqi|7x?c
z85Wartx)D8^6~C#q=+N5Yy`v{?oK>$uc~r)#e#M_+TRlHMRJ^x()X#Eg_DVU6ojtw
zg34@q`ckL~QEgSt21<YS?3sh#XAgTV_uN$&nJJ?4#(AJTiJZ=V$L!heS$l~uJ-17P
zCh>PW^}Ji~%Sq9OuNbesovtuiJSOG8|KpE_IyEcO?Y9ixuBLSQ!Ap@TB<Rf!`@*@O
z133q9V7}kZ=Oga78)>Gmh<=?g;f#>(e0u2PT0_ydP*(6~O}yet?8DMyyRUtwV!FuA
zHfup2a_6+p%IkyZiw_qC3!f!*AXz0KsBN|Fo<7^5Z4`wZGWOJauoDp+0x2j89fi9p
z($dlxig#X417^h}Z__g}YD#H;`<~O7F=PB?@0)hPoLQ(90)(&@c!0?CPfDfRl}nDA
zjO!3qSxU|?*a|R1WXPmE9y<HPV&=?_K+(CN{f$BV%-7l8bGK8X5y~hEz{$<mOXGd3
zs;baZG*aR<UPSGW?WCm$STri6)4n6tUC&-|Vgys}-nGG|?nbt$MZGPO)8pdS{t+8{
zy;pIEo|Kk?yO4<VV}b&wcbz(Y+c$N($^BtybTF)S`RS(+I0=K&IvkDvBf?LlQ;#a5
z9)2y$k32l7@`DU-lEG%Q`_ba9q1<I00EUijUi>&<!-X9-4bRUC!O=#IB5TvGT@%-7
zOnQ~@@f^=R6(U|VZtNXREv*eC@Fz4!A8jAJ#?HWG@{UaS&K8L9!LJGvYrm9NCgz2o
zFtDk8cF)(&wqQXYhu-?d9g2xu0%icGZe+pBm5H_k0Kx%3(P!6)PgTRr%-UlBYk@9j
zB9ed67BFeS)>}Xo;h>1d;y=0ssrdn%97$es-x3H`ml$8HFdwkLZx`VeSUSJs*lYUZ
zU4@*^nkIsB?TjO%w9>m@=Q^d|g8rO@Peuva<J#>3ChCS(Z^eogsI2`t&k^%CVX~U;
z;9hBCJEw09PxP@90z$|htkpIiJNDDzuj(Hw-%dJW<2tdWg!6v-dZi|96T5gWdDvGv
z!+~T;p_)-2qSsawB68f!ekP;`(X^N=xwT$&J#}IUO=Hs0CJpU6a7v6nDKWQ#kEDXO
zayha}g%bi05^>DA)gKSv`-x7zWq%r<tuT*&Twv-lRAJ)89QP>NF%T<-M_#FN{4s0q
zylFHrlLqa1-DrdTmc!e|@}ea|LNYmz{t%WS-k#RT#)AKR(yA>nyUK55KYh9vNRD$%
zo`zNvIHO5V1(x%#UFVx+>SAP@%aSxnZ(uN;7!=g1(#Sh}CHM_H&q}0T0ydRCPF}DB
zS4T}w+gyS0f`Po%y5{a_-X91EoPS?_vu4d&D>uMJ<2}>^t>lOUR2`T-4Xbej?1Q@1
zMDE|;6TmEu)KC3hq<(Jr2XeWV(4eU~IrjP5ZQJ%hk(UOs-ekpJ3vDN*cSp<@r06h$
zMSaE94pw35Y0O}x1=~9R3J9Nzr)QMmPvee^=SW5-Gw=MZ84c+}wO`SuGPXk)`I+6(
zQHmxyq&)zWIsJEE`cjj%-rlRt%5m+thL)`!+xT|-u+Z{-TZ5ZxEpK)byA=T0UbqFO
zQOJkS0g8#m9e*x(B%?YlP&ABUCihkXA!iNRrPdU>w;bPtFESnHwLU8C-s36b<n{FL
zV!r(=#NnO(y8$a)7B1{5=PKB|KE4Wua_ZD9x#hWL|Cq4!Lohz{CybM?H7jN9bVeG@
zaZGZwc{4oO-d}(F7ELP}1?<ppx2oA<IDfw>Q1<c`1W`#8=E4x9GRW9n?T~%o;O&{!
zwo3!%gu9l-JP9q4Z@Xxwe1ZhnmRA1?I1OfRxb^cO`x(p1uTMp93MkbQM=m-(ECdwf
zG#Ht*Xx_YVx69m9&bw9EBa3G}+ouJ4HI{%13;aXIDwt<IXwsfA-qwI9Y1B6HzN+r_
zc|Yc^f(@P_(*;xW^Jmb?EXzI^xT96(YQypSP4%rB{|?42>Y|9KM&5^PUX?)uiDH?$
zN2YuTQ5Rfzpw%Gnj$uvp%q)$w`hA`-C$!|r*LAOt^d5KU+s;&rneOV~AgRMHwXW6=
z23@Hus?b<vq)vZQSG*wwP`;O{y1E0d{y$RL|F1tC)3Qw)Q4L*2qW#hFJ+s=TCiU2p
zy>;LOgN!6~1olFNg7!M*&au4gH;eXtqX*MWEz{4dqwje)fdWK*yClDEi;$PE?ulk5
zCAQhd;%?_?rr|A5V2M}I9FX1CKuX;3UxAtneOgzN$3h}!jt&k=D4um?U1u0@w}A21
z)@hsS-t0|sj(Po^)sxGqJyaB)%8bH(0yOw$?TyxIF>yCG7EN_38w_*x1K$cBD$sPS
zeS5hzS-I#W)u5(id^oR|zWY2`H|bCll2Dl>mQg_i^atQJdNNwme}sb8ib4qqdq}6Z
z9%%9@S=WO#v2%Z?)EzpkV=elA+~3*}dN%{5A2@K}E?qJ(8bvb(8Dph@VyGd&nBg6c
zPs^!O2jy*a<M_5j1jvroz!*c?=r}!CdDBy>w~J>=;v~|MW~?N}b~hB31{8MLFDtQT
z5alF^SKq#U*OP#9N}j-KgcEQ6^diuBK@26}lQ^+?50U(#US4#jCN3_{nR6d8MF5wM
zT;c9-E+b@)583T!^EnDlBbpE?YMkvbKQapN6Y9@pzwUYHdS~xm<jd<6nAo7jJ#>sp
zD!FYDUI7Rc{1EM`D)lT#uPh|*QZ#`%Z=d`^9;vE)z$+t|;%=-rD*uSAgTwviP>+qR
z9=;ZR`N&J$^hwpveJf|5@g`?5tob6Go?89-8;st%!!%OuFG#{E*hmQ?`!}&K>iKFF
zF!~LSEThxLVVTzKWXGRKwI6k1;!r$IiF+L`YKL5_=0^2M+jsvc3r5$>%xuyxBpR7#
znky3z+qEZ*9CIup>qxzEqx<8*pqbhC>>VA$Nn>)(gq%HlRy+<P?|5zkHh=wQ*k51G
za^Cmb92lsEOEtRb_;T~#A3T_{Fj?n4^<wN7XIYS;8e!K#&POPkR7}|?*Mf~UP)>0E
zFV-rTP{;;Xf}mo9(cswg7=ma$IYBQirEhm7h=ZZ$>C1F*CtijKoWrz(Y2;SSCN!2z
zH@wqjV*`URAlYh40p9Q}dE3@-8rV#1p$510<~hYX9*<VLASw|Zre)}gY@(HVAdi*$
z2`sp)*peneZnUK4*Ts$al*i*KiYCdKZKm4_HJ@3t4v11t(E%$><ED><EkV*0flxjo
z+-^s^epZHec&Ij|+dB`L!Vwb$Rm)%xL(u{rJW9)@tv4Ts05LSYd^n?^I61cfb_8)&
z+IUOFaer6#>sUBfmGv0#A7G?Qw6I01sw;j)<#7=+JuL+jP5a0@$2F}$U2RVI!MIAD
zVby2PR``cth?bt08$BDoS=DTQ*Ns#L2NfO8RFgD^yRs4|uB$84GdE|xgl5`kr>~XI
zj5fBSty|R4)w)V!D$QN2X^()&C3?xYkm(}ao)kqQ)k@h2pcB3`iyIDDuLO|<_M3DN
zJop2054U~MwCh+Ynw^KNxK$={+CEB9j(N46`x;BF<%+Zp?W<rykj=_w^t&0<m4&ph
z{AxG#Q1aNjbOZEJ8Y9ka(Xr#tiI=y1OyH;`2*s7QUuiaPPrC&Nc2r*3cpgPqs}Vv9
z4My>PnJ37ncsxGk9;WC3!&pnfIv9ekb^m>KiYEVZyZ>$tN?&_LlaIfB%D8v$aTl(?
zy58WjPKJ^79W@`z=Tk|`K3`jas?uO4Ai5-7u>QaK)vk;8ZJ&Hrgg|{wO>dn{LE!^F
zrYLNJ4P?fL`}2-SWlVUQ<(>YP)QuUSD0E&CE;Ai7&_xjdZ=Vt`7O|yPu0DJ?D0^@J
zlBe+4+|lW~GmrDD1^H({$x(+kWJLlpS|6?fSQoHDc|n$NzTyOHUAYPwOmZLT?njfJ
zu<QU61vhtf%dMb*b|$?O{YvuUhr~XMs^nMgA$PjftR;uG^QNlYOiAR77<^wr^}CDj
zU;O#!fy5Bn)}>xlWL8Z@qpIPgtf{PldI|w3=aduWAW>x5Zto^bZ<!e$tBYVm1zR>4
z{pj`|k-MUcOxILz?>I=aZQDjV!&>BwPj9fSPRGg8uct^uT9YPQjozA~=FK}p3xlGR
zmzRSL-!^&+8_*m;P-SPzyVE_%Yr8$3##RCx2y?qk(x{?HvmuYp?eSOEXWW(|0ET2E
zge)&!zgD&Qe2xe%9k7YdSnI;0;n32Q${-y=+2r(O><-?HT~BT93PwQ#^CnFd<wbFE
z5Mi(rtwqXubVOt@dKsUd4S#m&K;^c=CrF_{2Bz;$gdjV0s=r^j;mv+Uap#_~G91h1
z)ocMYEcWAk+y-cJjV@yHK2!v0fUuHOe=Ci8JigH0CZ58Yjh5V-W!y+{2<_0NOLN8S
zLFV3JH7upuN8;k<nboh{ywo=M<8_Ir)5c>9Rx}MoMe>u%uSQiA;HwwD^#xOv0b=Be
zTgZqEO0!Gei9HylgDOPiRmff8Tt!y^b12O<a&72!ML3{HZN`RFz`Tb^2l(2wJrS2K
zH6jJWm(`zbZC72k=Kp@A9FGY&`H@9?(Xk;+yl7Tu%;>OxkY{9R>z@>=V?|+e&08IB
zvSC)AMoOX`zg>U8)ACM2*wcX?9;JV3l=zkTY+YtK?}lzz=F*`RP3asse@3;i^c+gE
z_$d1PH!?V^1BA5zcr?dgt*OU3E}>3zlS~G@XXhbKF|riNkA7SEevWj05L{b-{aWoQ
zgdP#G6XNqA@&dy&0Go(KEvwh9eUzEKM!8w#JK?VDow3?!H7Sz2bgau=CX>xbe-(vr
zG<}r0rSHt1K5PD^HsUpDI=ZFBo_~jI+txr~Or^^D<$9k%3?7|1ct8Ko_J5PEB+q_~
z$Ra47gLYr!bK@UpD$;0ECj>~^1A0mw(yd>=7T6!9vie*WFaE{x5BfsPDu%eEHn7{<
zw;mOe2w!MfUQbli0c`;O^+#fjbQZk~%^76;OMRURN6vXxpLLbntyOz<9#2|qb2%}q
zPJL)E8QA3XWyLZlk0l2Y)(AZ{kGpW%ae}j=1X}s?&D>`8dA0B3wxTuCP^X;pe!DyT
zl3y`E(!Mip-H$<=XP$|)in&VDn)p&+*jv=j&t={XT-}~7&L#vp(^fSNaZZTGWIVh%
z?arS$%L9<g!lz*sFd^W+s=@#$)qO1|E2~&0hdsUvOjtH?9_SQ`pPZK&-^RW#H8nNY
zV}5X*7zkUJIUofzVJ;tlZgf^iMw2hKYY^nMf!WMHN#?U4uBgDIRr%g!vE#pe>3+b-
zv9l%v=wg&8!Yrbn6zwAPriIJwLG_=>IdMhVCi6dky-U#g09mW-j9lQEceokz0(S9a
z;40jbwA!}a40Jj_|J}=%{`h4n3brqmM%C3|!hMNMc9BEPvJ1ye7F{Dfh}e%gxlj4K
zavTqih#5ZrcuojiAM#s;#-Js;-K43FbV<<n+>bBbKVNu|4V5_F%j-AON6)Jnxwk{Q
zQ^>-nSG<1tvTMzOCB3R>o>f)oymi}s_U-7ABW*so4RwkP6Vy2^O;zd3ld-FQz0?fk
zb{_}j4znI5<#p?KRzKs9qX5FYUmS2QP;)MN^;~mBcpcm7<e7~SicFnhTm$NB>&<*l
zQ9-FHzcVr`-j_|k`@!fa{5QxyHA#NRtG5DEt1;)!eRiq9SL9xt`E$|r7LdVMfy07Y
zfp0XG`c?@-t}`xij>`i}zuHyL_na7bhEnwtbxazeXXK0-`(<^(E*)uARQ)z!!Jvkm
zW(-zwR5S@snpkkOpqa1$8euNGJQaLG(FAJUQ_{VAcQJpeXF<2kG}K%(ImCiV6M|70
zsFCure~gsIc;)h}jS82Z=hTc-bm)H)z`&&QLrT85)1@XL@M9J|JPUL#UyRS)wR5Kq
zLBW8|GgU=0ip4n(H%r8LGfNan=$XezlErbMP6Kxg%|UR}5f3bli~BX{dV}W~f4UH9
zOhT)%|I7xY4D4>EC!J|iZ13WweEih#iyH?R8rqz@cya6&dk*0nuwS~8eGu?f6-ioo
zqa*hsXZ2~zU6@c}@+zKcgLG35*8mf}VyiEHOQW7HLV?EZHn?vX+@J;oR=Ob`rK1+n
z5vy;<9!L5yN9SDl+WCK%RaCU0ikOmwIdSOXY`~dmI4wB3&m@f}SB+(%<(_|s_oB$i
zZtNKTwGKatAi22c-~{5D+g5e@W%?T=zddl|<IgTMUp+cg$y40QPB73bRvkuih!Rl?
zv1;xLmVf*-^)gnTZkC4BmEAK9%^VF{<+jd6x-mcL=SitF829?Xht1!2Pk>(F?fLC@
zSjA`(a9V>l2s|M02lvH6P>RM~Pma4ASjSexk_ZV1L0Y~Aax$3Hc`KmS{OKtMEz7sL
zqJlky$v_O}LJP=;SloT*-rU)>08(XNR*`8#tGFJ!09@MO?%Be}#|Lz5JY}aft&_GF
zT7HQkur@}H7jyi$F;R6S;P(vzg*EFGS8(!eb=I8AqD8$ZQZb<-)HTNW&nV*-D~H}h
z-Ru<5&@}W+B83S=mnSd=Y*1^ku(q65=OZ8f0#IsCDl-8$G&NX9>cS>Vm~qr~<IVox
zR}pd5ngADwY7CEByTjAUs=wXKeVW?0j`69E)@<Dk^l-LCSr>pD2z;5Dbo-8+j!#_0
zc%d<4e|dxchKT;-vrA^=vcW@4<ro8b;+e?LfUEy|m<9X)e;5g=ZR8tQtCUTDWv%dI
NGjhE3F)QbQ{{uO0Gr9l(

diff --git a/assets/models-over-time.svg b/assets/models-over-time.svg
new file mode 100644
index 000000000..994dab6ae
--- /dev/null
+++ b/assets/models-over-time.svg
@@ -0,0 +1,1742 @@
+<?xml version="1.0" encoding="utf-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="720pt" height="360pt" viewBox="0 0 720 360" xmlns="http://www.w3.org/2000/svg" version="1.1">
+ <metadata>
+  <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
+   <cc:Work>
+    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
+    <dc:date>2024-05-15T11:52:34.512395</dc:date>
+    <dc:format>image/svg+xml</dc:format>
+    <dc:creator>
+     <cc:Agent>
+      <dc:title>Matplotlib v3.8.4, https://matplotlib.org/</dc:title>
+     </cc:Agent>
+    </dc:creator>
+   </cc:Work>
+  </rdf:RDF>
+ </metadata>
+ <defs>
+  <style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
+ </defs>
+ <g id="figure_1">
+  <g id="patch_1">
+   <path d="M 0 360 
+L 720 360 
+L 720 0 
+L 0 0 
+z
+" style="fill: #ffffff"/>
+  </g>
+  <g id="axes_1">
+   <g id="patch_2">
+    <path d="M 68.627 312.28 
+L 643.017268 312.28 
+L 643.017268 31.2 
+L 68.627 31.2 
+z
+" style="fill: #ffffff"/>
+   </g>
+   <g id="PathCollection_1">
+    <defs>
+     <path id="C0_0_918e71b567" d="M 0 5.477226 
+C 1.452577 5.477226 2.845856 4.900111 3.872983 3.872983 
+C 4.900111 2.845856 5.477226 1.452577 5.477226 -0 
+C 5.477226 -1.452577 4.900111 -2.845856 3.872983 -3.872983 
+C 2.845856 -4.900111 1.452577 -5.477226 0 -5.477226 
+C -1.452577 -5.477226 -2.845856 -4.900111 -3.872983 -3.872983 
+C -4.900111 -2.845856 -5.477226 -1.452577 -5.477226 0 
+C -5.477226 1.452577 -4.900111 2.845856 -3.872983 3.872983 
+C -2.845856 4.900111 -1.452577 5.477226 0 5.477226 
+z
+"/>
+    </defs>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="528.888574" y="71.818318" style="fill: #0000ff; fill-opacity: 0.5; stroke: #0000ff; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="528.888574" y="155.344182" style="fill: #0000ff; fill-opacity: 0.5; stroke: #0000ff; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="487.257471" y="157.819023" style="fill: #0000ff; fill-opacity: 0.5; stroke: #0000ff; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="487.257471" y="183.186137" style="fill: #008000; fill-opacity: 0.5; stroke: #008000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="94.735649" y="136.782879" style="fill: #008000; fill-opacity: 0.5; stroke: #008000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="218.439496" y="183.186137" style="fill: #008000; fill-opacity: 0.5; stroke: #008000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="487.257471" y="85.429941" style="fill: #ff0000; fill-opacity: 0.5; stroke: #ff0000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="110.198629" y="85.429941" style="fill: #ff0000; fill-opacity: 0.5; stroke: #ff0000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="218.439496" y="76.149289" style="fill: #ff0000; fill-opacity: 0.5; stroke: #ff0000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="392.100666" y="90.379621" style="fill: #ff0000; fill-opacity: 0.5; stroke: #ff0000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="576.466977" y="99.660273" style="fill: #ff0000; fill-opacity: 0.5; stroke: #ff0000; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="587.172117" y="190.610658" style="fill: #0000ff; fill-opacity: 0.5; stroke: #0000ff; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="570.519676" y="299.503636" style="fill: #0000ff; fill-opacity: 0.5; stroke: #0000ff; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="608.582399" y="118.221576" style="fill: #0000ff; fill-opacity: 0.5; stroke: #0000ff; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="499.152072" y="262.38103" style="fill: #0000ff; fill-opacity: 0.5; stroke: #0000ff; stroke-opacity: 0.5"/>
+    </g>
+    <g clip-path="url(#pe20efde8ce)">
+     <use xlink:href="#C0_0_918e71b567" x="616.908619" y="43.976364" style="fill: #ff0000; fill-opacity: 0.5; stroke: #ff0000; stroke-opacity: 0.5"/>
+    </g>
+   </g>
+   <g id="matplotlib.axis_1">
+    <g id="xtick_1">
+     <g id="line2d_1">
+      <defs>
+       <path id="m3c852eb9b3" d="M 0 0 
+L 0 3.5 
+" style="stroke: #000000; stroke-width: 0.8"/>
+      </defs>
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="94.735649" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_1">
+      <!-- 2023-03 -->
+      <g transform="translate(76.387992 326.453438) scale(0.1 -0.1)">
+       <defs>
+        <path id="Helvetica-32" d="M 200 0 
+Q 231 578 439 1006 
+Q 647 1434 1250 1784 
+L 1850 2131 
+Q 2253 2366 2416 2531 
+Q 2672 2791 2672 3125 
+Q 2672 3516 2437 3745 
+Q 2203 3975 1813 3975 
+Q 1234 3975 1013 3538 
+Q 894 3303 881 2888 
+L 309 2888 
+Q 319 3472 525 3841 
+Q 891 4491 1816 4491 
+Q 2584 4491 2939 4075 
+Q 3294 3659 3294 3150 
+Q 3294 2613 2916 2231 
+Q 2697 2009 2131 1694 
+L 1703 1456 
+Q 1397 1288 1222 1134 
+Q 909 863 828 531 
+L 3272 531 
+L 3272 0 
+L 200 0 
+z
+" transform="scale(0.015625)"/>
+        <path id="Helvetica-30" d="M 1731 4475 
+Q 2600 4475 2988 3759 
+Q 3288 3206 3288 2244 
+Q 3288 1331 3016 734 
+Q 2622 -122 1728 -122 
+Q 922 -122 528 578 
+Q 200 1163 200 2147 
+Q 200 2909 397 3456 
+Q 766 4475 1731 4475 
+z
+M 1725 391 
+Q 2163 391 2422 778 
+Q 2681 1166 2681 2222 
+Q 2681 2984 2493 3476 
+Q 2306 3969 1766 3969 
+Q 1269 3969 1039 3501 
+Q 809 3034 809 2125 
+Q 809 1441 956 1025 
+Q 1181 391 1725 391 
+z
+" transform="scale(0.015625)"/>
+        <path id="Helvetica-33" d="M 1663 -122 
+Q 869 -122 511 314 
+Q 153 750 153 1375 
+L 741 1375 
+Q 778 941 903 744 
+Q 1122 391 1694 391 
+Q 2138 391 2406 628 
+Q 2675 866 2675 1241 
+Q 2675 1703 2392 1887 
+Q 2109 2072 1606 2072 
+Q 1550 2072 1492 2070 
+Q 1434 2069 1375 2066 
+L 1375 2563 
+Q 1463 2553 1522 2550 
+Q 1581 2547 1650 2547 
+Q 1966 2547 2169 2647 
+Q 2525 2822 2525 3272 
+Q 2525 3606 2287 3787 
+Q 2050 3969 1734 3969 
+Q 1172 3969 956 3594 
+Q 838 3388 822 3006 
+L 266 3006 
+Q 266 3506 466 3856 
+Q 809 4481 1675 4481 
+Q 2359 4481 2734 4176 
+Q 3109 3872 3109 3294 
+Q 3109 2881 2888 2625 
+Q 2750 2466 2531 2375 
+Q 2884 2278 3082 2001 
+Q 3281 1725 3281 1325 
+Q 3281 684 2859 281 
+Q 2438 -122 1663 -122 
+z
+" transform="scale(0.015625)"/>
+        <path id="Helvetica-2d" d="M 266 2072 
+L 1834 2072 
+L 1834 1494 
+L 266 1494 
+L 266 2072 
+z
+" transform="scale(0.015625)"/>
+       </defs>
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-33" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-30" x="255.761719"/>
+       <use xlink:href="#Helvetica-33" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_2">
+     <g id="line2d_2">
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="167.292713" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_2">
+      <!-- 2023-05 -->
+      <g transform="translate(148.945057 326.453438) scale(0.1 -0.1)">
+       <defs>
+        <path id="Helvetica-35" d="M 791 1141 
+Q 847 659 1238 475 
+Q 1438 381 1700 381 
+Q 2200 381 2440 700 
+Q 2681 1019 2681 1406 
+Q 2681 1875 2395 2131 
+Q 2109 2388 1709 2388 
+Q 1419 2388 1211 2275 
+Q 1003 2163 856 1963 
+L 369 1991 
+L 709 4400 
+L 3034 4400 
+L 3034 3856 
+L 1131 3856 
+L 941 2613 
+Q 1097 2731 1238 2791 
+Q 1488 2894 1816 2894 
+Q 2431 2894 2859 2497 
+Q 3288 2100 3288 1491 
+Q 3288 856 2895 371 
+Q 2503 -113 1644 -113 
+Q 1097 -113 676 195 
+Q 256 503 206 1141 
+L 791 1141 
+z
+" transform="scale(0.015625)"/>
+       </defs>
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-33" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-30" x="255.761719"/>
+       <use xlink:href="#Helvetica-35" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_3">
+     <g id="line2d_3">
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="239.849777" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_3">
+      <!-- 2023-07 -->
+      <g transform="translate(221.502121 326.453438) scale(0.1 -0.1)">
+       <defs>
+        <path id="Helvetica-37" d="M 3347 4400 
+L 3347 3909 
+Q 3131 3700 2773 3181 
+Q 2416 2663 2141 2063 
+Q 1869 1478 1728 997 
+Q 1638 688 1494 0 
+L 872 0 
+Q 1084 1281 1809 2550 
+Q 2238 3294 2709 3834 
+L 234 3834 
+L 234 4400 
+L 3347 4400 
+z
+" transform="scale(0.015625)"/>
+       </defs>
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-33" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-30" x="255.761719"/>
+       <use xlink:href="#Helvetica-37" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_4">
+     <g id="line2d_4">
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="313.596301" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_4">
+      <!-- 2023-09 -->
+      <g transform="translate(295.248645 326.453438) scale(0.1 -0.1)">
+       <defs>
+        <path id="Helvetica-39" d="M 850 1081 
+Q 875 616 1209 438 
+Q 1381 344 1597 344 
+Q 2000 344 2284 680 
+Q 2569 1016 2688 2044 
+Q 2500 1747 2223 1626 
+Q 1947 1506 1628 1506 
+Q 981 1506 604 1909 
+Q 228 2313 228 2947 
+Q 228 3556 600 4018 
+Q 972 4481 1697 4481 
+Q 2675 4481 3047 3600 
+Q 3253 3116 3253 2388 
+Q 3253 1566 3006 931 
+Q 2597 -125 1619 -125 
+Q 963 -125 622 219 
+Q 281 563 281 1081 
+L 850 1081 
+z
+M 1703 2000 
+Q 2038 2000 2314 2220 
+Q 2591 2441 2591 2991 
+Q 2591 3484 2342 3726 
+Q 2094 3969 1709 3969 
+Q 1297 3969 1055 3692 
+Q 813 3416 813 2953 
+Q 813 2516 1025 2258 
+Q 1238 2000 1703 2000 
+z
+" transform="scale(0.015625)"/>
+       </defs>
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-33" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-30" x="255.761719"/>
+       <use xlink:href="#Helvetica-39" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_5">
+     <g id="line2d_5">
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="386.153366" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_5">
+      <!-- 2023-11 -->
+      <g transform="translate(367.805709 326.453438) scale(0.1 -0.1)">
+       <defs>
+        <path id="Helvetica-31" d="M 613 3169 
+L 613 3600 
+Q 1222 3659 1462 3798 
+Q 1703 3938 1822 4456 
+L 2266 4456 
+L 2266 0 
+L 1666 0 
+L 1666 3169 
+L 613 3169 
+z
+" transform="scale(0.015625)"/>
+       </defs>
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-33" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-31" x="255.761719"/>
+       <use xlink:href="#Helvetica-31" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_6">
+     <g id="line2d_6">
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="458.71043" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_6">
+      <!-- 2024-01 -->
+      <g transform="translate(440.362774 326.453438) scale(0.1 -0.1)">
+       <defs>
+        <path id="Helvetica-34" d="M 2116 1584 
+L 2116 3613 
+L 681 1584 
+L 2116 1584 
+z
+M 2125 0 
+L 2125 1094 
+L 163 1094 
+L 163 1644 
+L 2213 4488 
+L 2688 4488 
+L 2688 1584 
+L 3347 1584 
+L 3347 1094 
+L 2688 1094 
+L 2688 0 
+L 2125 0 
+z
+" transform="scale(0.015625)"/>
+       </defs>
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-34" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-30" x="255.761719"/>
+       <use xlink:href="#Helvetica-31" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_7">
+     <g id="line2d_7">
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="530.078034" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_7">
+      <!-- 2024-03 -->
+      <g transform="translate(511.730378 326.453438) scale(0.1 -0.1)">
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-34" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-30" x="255.761719"/>
+       <use xlink:href="#Helvetica-33" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_8">
+     <g id="line2d_8">
+      <g>
+       <use xlink:href="#m3c852eb9b3" x="602.635098" y="312.28" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_8">
+      <!-- 2024-05 -->
+      <g transform="translate(584.287442 326.453438) scale(0.1 -0.1)">
+       <use xlink:href="#Helvetica-32"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+       <use xlink:href="#Helvetica-32" x="111.230469"/>
+       <use xlink:href="#Helvetica-34" x="166.845703"/>
+       <use xlink:href="#Helvetica-2d" x="222.460938"/>
+       <use xlink:href="#Helvetica-30" x="255.761719"/>
+       <use xlink:href="#Helvetica-35" x="311.376953"/>
+      </g>
+     </g>
+    </g>
+    <g id="text_9">
+     <!-- Model release date -->
+     <g transform="translate(279.279946 345.45) scale(0.18 -0.18)">
+      <defs>
+       <path id="Helvetica-4d" d="M 472 4591 
+L 1363 4591 
+L 2681 709 
+L 3991 4591 
+L 4872 4591 
+L 4872 0 
+L 4281 0 
+L 4281 2709 
+Q 4281 2850 4287 3175 
+Q 4294 3500 4294 3872 
+L 2984 0 
+L 2369 0 
+L 1050 3872 
+L 1050 3731 
+Q 1050 3563 1058 3217 
+Q 1066 2872 1066 2709 
+L 1066 0 
+L 472 0 
+L 472 4591 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-6f" d="M 1741 363 
+Q 2300 363 2508 786 
+Q 2716 1209 2716 1728 
+Q 2716 2197 2566 2491 
+Q 2328 2953 1747 2953 
+Q 1231 2953 997 2559 
+Q 763 2166 763 1609 
+Q 763 1075 997 719 
+Q 1231 363 1741 363 
+z
+M 1763 3444 
+Q 2409 3444 2856 3012 
+Q 3303 2581 3303 1744 
+Q 3303 934 2909 406 
+Q 2516 -122 1688 -122 
+Q 997 -122 590 345 
+Q 184 813 184 1600 
+Q 184 2444 612 2944 
+Q 1041 3444 1763 3444 
+z
+M 1744 3428 
+L 1744 3428 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-64" d="M 769 1634 
+Q 769 1097 997 734 
+Q 1225 372 1728 372 
+Q 2119 372 2370 708 
+Q 2622 1044 2622 1672 
+Q 2622 2306 2362 2611 
+Q 2103 2916 1722 2916 
+Q 1297 2916 1033 2591 
+Q 769 2266 769 1634 
+z
+M 1616 3406 
+Q 2000 3406 2259 3244 
+Q 2409 3150 2600 2916 
+L 2600 4606 
+L 3141 4606 
+L 3141 0 
+L 2634 0 
+L 2634 466 
+Q 2438 156 2169 18 
+Q 1900 -119 1553 -119 
+Q 994 -119 584 351 
+Q 175 822 175 1603 
+Q 175 2334 548 2870 
+Q 922 3406 1616 3406 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-65" d="M 1806 3422 
+Q 2163 3422 2497 3255 
+Q 2831 3088 3006 2822 
+Q 3175 2569 3231 2231 
+Q 3281 2000 3281 1494 
+L 828 1494 
+Q 844 984 1069 676 
+Q 1294 369 1766 369 
+Q 2206 369 2469 659 
+Q 2619 828 2681 1050 
+L 3234 1050 
+Q 3213 866 3089 639 
+Q 2966 413 2813 269 
+Q 2556 19 2178 -69 
+Q 1975 -119 1719 -119 
+Q 1094 -119 659 336 
+Q 225 791 225 1609 
+Q 225 2416 662 2919 
+Q 1100 3422 1806 3422 
+z
+M 2703 1941 
+Q 2669 2306 2544 2525 
+Q 2313 2931 1772 2931 
+Q 1384 2931 1121 2651 
+Q 859 2372 844 1941 
+L 2703 1941 
+z
+M 1753 3428 
+L 1753 3428 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-6c" d="M 428 4591 
+L 991 4591 
+L 991 0 
+L 428 0 
+L 428 4591 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-20" transform="scale(0.015625)"/>
+       <path id="Helvetica-72" d="M 428 3347 
+L 963 3347 
+L 963 2769 
+Q 1028 2938 1284 3180 
+Q 1541 3422 1875 3422 
+Q 1891 3422 1928 3419 
+Q 1966 3416 2056 3406 
+L 2056 2813 
+Q 2006 2822 1964 2825 
+Q 1922 2828 1872 2828 
+Q 1447 2828 1219 2554 
+Q 991 2281 991 1925 
+L 991 0 
+L 428 0 
+L 428 3347 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-61" d="M 844 891 
+Q 844 647 1022 506 
+Q 1200 366 1444 366 
+Q 1741 366 2019 503 
+Q 2488 731 2488 1250 
+L 2488 1703 
+Q 2384 1638 2221 1594 
+Q 2059 1550 1903 1531 
+L 1563 1488 
+Q 1256 1447 1103 1359 
+Q 844 1213 844 891 
+z
+M 2206 2028 
+Q 2400 2053 2466 2191 
+Q 2503 2266 2503 2406 
+Q 2503 2694 2298 2823 
+Q 2094 2953 1713 2953 
+Q 1272 2953 1088 2716 
+Q 984 2584 953 2325 
+L 428 2325 
+Q 444 2944 830 3186 
+Q 1216 3428 1725 3428 
+Q 2316 3428 2684 3203 
+Q 3050 2978 3050 2503 
+L 3050 575 
+Q 3050 488 3086 434 
+Q 3122 381 3238 381 
+Q 3275 381 3322 386 
+Q 3369 391 3422 400 
+L 3422 -16 
+Q 3291 -53 3222 -62 
+Q 3153 -72 3034 -72 
+Q 2744 -72 2613 134 
+Q 2544 244 2516 444 
+Q 2344 219 2022 53 
+Q 1700 -113 1313 -113 
+Q 847 -113 551 170 
+Q 256 453 256 878 
+Q 256 1344 547 1600 
+Q 838 1856 1309 1916 
+L 2206 2028 
+z
+M 1741 3428 
+L 1741 3428 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-73" d="M 747 1050 
+Q 772 769 888 619 
+Q 1100 347 1625 347 
+Q 1938 347 2175 483 
+Q 2413 619 2413 903 
+Q 2413 1119 2222 1231 
+Q 2100 1300 1741 1391 
+L 1294 1503 
+Q 866 1609 663 1741 
+Q 300 1969 300 2372 
+Q 300 2847 642 3140 
+Q 984 3434 1563 3434 
+Q 2319 3434 2653 2991 
+Q 2863 2709 2856 2384 
+L 2325 2384 
+Q 2309 2575 2191 2731 
+Q 1997 2953 1519 2953 
+Q 1200 2953 1036 2831 
+Q 872 2709 872 2509 
+Q 872 2291 1088 2159 
+Q 1213 2081 1456 2022 
+L 1828 1931 
+Q 2434 1784 2641 1647 
+Q 2969 1431 2969 969 
+Q 2969 522 2630 197 
+Q 2291 -128 1597 -128 
+Q 850 -128 539 211 
+Q 228 550 206 1050 
+L 747 1050 
+z
+M 1578 3428 
+L 1578 3428 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-74" d="M 525 4281 
+L 1094 4281 
+L 1094 3347 
+L 1628 3347 
+L 1628 2888 
+L 1094 2888 
+L 1094 703 
+Q 1094 528 1213 469 
+Q 1278 434 1431 434 
+Q 1472 434 1519 436 
+Q 1566 438 1628 444 
+L 1628 0 
+Q 1531 -28 1426 -40 
+Q 1322 -53 1200 -53 
+Q 806 -53 665 148 
+Q 525 350 525 672 
+L 525 2888 
+L 72 2888 
+L 72 3347 
+L 525 3347 
+L 525 4281 
+z
+" transform="scale(0.015625)"/>
+      </defs>
+      <use xlink:href="#Helvetica-4d"/>
+      <use xlink:href="#Helvetica-6f" x="83.300781"/>
+      <use xlink:href="#Helvetica-64" x="138.916016"/>
+      <use xlink:href="#Helvetica-65" x="194.53125"/>
+      <use xlink:href="#Helvetica-6c" x="250.146484"/>
+      <use xlink:href="#Helvetica-20" x="272.363281"/>
+      <use xlink:href="#Helvetica-72" x="300.146484"/>
+      <use xlink:href="#Helvetica-65" x="333.447266"/>
+      <use xlink:href="#Helvetica-6c" x="389.0625"/>
+      <use xlink:href="#Helvetica-65" x="411.279297"/>
+      <use xlink:href="#Helvetica-61" x="466.894531"/>
+      <use xlink:href="#Helvetica-73" x="522.509766"/>
+      <use xlink:href="#Helvetica-65" x="572.509766"/>
+      <use xlink:href="#Helvetica-20" x="628.125"/>
+      <use xlink:href="#Helvetica-64" x="655.908203"/>
+      <use xlink:href="#Helvetica-61" x="711.523438"/>
+      <use xlink:href="#Helvetica-74" x="767.138672"/>
+      <use xlink:href="#Helvetica-65" x="794.921875"/>
+     </g>
+    </g>
+   </g>
+   <g id="matplotlib.axis_2">
+    <g id="ytick_1">
+     <g id="line2d_9">
+      <path d="M 68.627 309.402998 
+L 643.017268 309.402998 
+" clip-path="url(#pe20efde8ce)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.2; stroke-linecap: square"/>
+     </g>
+     <g id="line2d_10">
+      <defs>
+       <path id="m2de1a55de6" d="M 0 0 
+L -3.5 0 
+" style="stroke: #000000; stroke-width: 0.8"/>
+      </defs>
+      <g>
+       <use xlink:href="#m2de1a55de6" x="68.627" y="309.402998" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_10">
+      <!-- 30 -->
+      <g transform="translate(50.505125 312.989717) scale(0.1 -0.1)">
+       <use xlink:href="#Helvetica-33"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_2">
+     <g id="line2d_11">
+      <path d="M 68.627 247.531988 
+L 643.017268 247.531988 
+" clip-path="url(#pe20efde8ce)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.2; stroke-linecap: square"/>
+     </g>
+     <g id="line2d_12">
+      <g>
+       <use xlink:href="#m2de1a55de6" x="68.627" y="247.531988" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_11">
+      <!-- 40 -->
+      <g transform="translate(50.505125 251.118706) scale(0.1 -0.1)">
+       <use xlink:href="#Helvetica-34"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_3">
+     <g id="line2d_13">
+      <path d="M 68.627 185.660977 
+L 643.017268 185.660977 
+" clip-path="url(#pe20efde8ce)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.2; stroke-linecap: square"/>
+     </g>
+     <g id="line2d_14">
+      <g>
+       <use xlink:href="#m2de1a55de6" x="68.627" y="185.660977" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_12">
+      <!-- 50 -->
+      <g transform="translate(50.505125 189.247696) scale(0.1 -0.1)">
+       <use xlink:href="#Helvetica-35"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_4">
+     <g id="line2d_15">
+      <path d="M 68.627 123.789967 
+L 643.017268 123.789967 
+" clip-path="url(#pe20efde8ce)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.2; stroke-linecap: square"/>
+     </g>
+     <g id="line2d_16">
+      <g>
+       <use xlink:href="#m2de1a55de6" x="68.627" y="123.789967" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_13">
+      <!-- 60 -->
+      <g transform="translate(50.505125 127.376686) scale(0.1 -0.1)">
+       <defs>
+        <path id="Helvetica-36" d="M 1872 4494 
+Q 2622 4494 2917 4105 
+Q 3213 3716 3213 3303 
+L 2656 3303 
+Q 2606 3569 2497 3719 
+Q 2294 4000 1881 4000 
+Q 1409 4000 1131 3564 
+Q 853 3128 822 2316 
+Q 1016 2600 1309 2741 
+Q 1578 2866 1909 2866 
+Q 2472 2866 2890 2506 
+Q 3309 2147 3309 1434 
+Q 3309 825 2912 354 
+Q 2516 -116 1781 -116 
+Q 1153 -116 697 361 
+Q 241 838 241 1966 
+Q 241 2800 444 3381 
+Q 834 4494 1872 4494 
+z
+M 1831 384 
+Q 2275 384 2495 682 
+Q 2716 981 2716 1388 
+Q 2716 1731 2519 2042 
+Q 2322 2353 1803 2353 
+Q 1441 2353 1167 2112 
+Q 894 1872 894 1388 
+Q 894 963 1142 673 
+Q 1391 384 1831 384 
+z
+" transform="scale(0.015625)"/>
+       </defs>
+       <use xlink:href="#Helvetica-36"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_5">
+     <g id="line2d_17">
+      <path d="M 68.627 61.918957 
+L 643.017268 61.918957 
+" clip-path="url(#pe20efde8ce)" style="fill: none; stroke: #b0b0b0; stroke-width: 0.2; stroke-linecap: square"/>
+     </g>
+     <g id="line2d_18">
+      <g>
+       <use xlink:href="#m2de1a55de6" x="68.627" y="61.918957" style="stroke: #000000; stroke-width: 0.8"/>
+      </g>
+     </g>
+     <g id="text_14">
+      <!-- 70 -->
+      <g transform="translate(50.505125 65.505675) scale(0.1 -0.1)">
+       <use xlink:href="#Helvetica-37"/>
+       <use xlink:href="#Helvetica-30" x="55.615234"/>
+      </g>
+     </g>
+    </g>
+    <g id="text_15">
+     <!-- Aider code editing benchmark, -->
+     <g transform="translate(23.118625 293.301875) rotate(-90) scale(0.18 -0.18)">
+      <defs>
+       <path id="Helvetica-41" d="M 2844 1881 
+L 2147 3909 
+L 1406 1881 
+L 2844 1881 
+z
+M 1822 4591 
+L 2525 4591 
+L 4191 0 
+L 3509 0 
+L 3044 1375 
+L 1228 1375 
+L 731 0 
+L 94 0 
+L 1822 4591 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-69" d="M 413 3331 
+L 984 3331 
+L 984 0 
+L 413 0 
+L 413 3331 
+z
+M 413 4591 
+L 984 4591 
+L 984 3953 
+L 413 3953 
+L 413 4591 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-63" d="M 1703 3444 
+Q 2269 3444 2623 3169 
+Q 2978 2894 3050 2222 
+L 2503 2222 
+Q 2453 2531 2275 2736 
+Q 2097 2941 1703 2941 
+Q 1166 2941 934 2416 
+Q 784 2075 784 1575 
+Q 784 1072 996 728 
+Q 1209 384 1666 384 
+Q 2016 384 2220 598 
+Q 2425 813 2503 1184 
+L 3050 1184 
+Q 2956 519 2581 211 
+Q 2206 -97 1622 -97 
+Q 966 -97 575 383 
+Q 184 863 184 1581 
+Q 184 2463 612 2953 
+Q 1041 3444 1703 3444 
+z
+M 1616 3428 
+L 1616 3428 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-6e" d="M 413 3347 
+L 947 3347 
+L 947 2872 
+Q 1184 3166 1450 3294 
+Q 1716 3422 2041 3422 
+Q 2753 3422 3003 2925 
+Q 3141 2653 3141 2147 
+L 3141 0 
+L 2569 0 
+L 2569 2109 
+Q 2569 2416 2478 2603 
+Q 2328 2916 1934 2916 
+Q 1734 2916 1606 2875 
+Q 1375 2806 1200 2600 
+Q 1059 2434 1017 2257 
+Q 975 2081 975 1753 
+L 975 0 
+L 413 0 
+L 413 3347 
+z
+M 1734 3428 
+L 1734 3428 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-67" d="M 1594 3406 
+Q 1988 3406 2281 3213 
+Q 2441 3103 2606 2894 
+L 2606 3316 
+L 3125 3316 
+L 3125 272 
+Q 3125 -366 2938 -734 
+Q 2588 -1416 1616 -1416 
+Q 1075 -1416 706 -1173 
+Q 338 -931 294 -416 
+L 866 -416 
+Q 906 -641 1028 -763 
+Q 1219 -950 1628 -950 
+Q 2275 -950 2475 -494 
+Q 2594 -225 2584 466 
+Q 2416 209 2178 84 
+Q 1941 -41 1550 -41 
+Q 1006 -41 598 345 
+Q 191 731 191 1622 
+Q 191 2463 602 2934 
+Q 1013 3406 1594 3406 
+z
+M 2606 1688 
+Q 2606 2309 2350 2609 
+Q 2094 2909 1697 2909 
+Q 1103 2909 884 2353 
+Q 769 2056 769 1575 
+Q 769 1009 998 714 
+Q 1228 419 1616 419 
+Q 2222 419 2469 966 
+Q 2606 1275 2606 1688 
+z
+M 1659 3428 
+L 1659 3428 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-62" d="M 369 4606 
+L 916 4606 
+L 916 2941 
+Q 1100 3181 1356 3307 
+Q 1613 3434 1913 3434 
+Q 2538 3434 2927 3004 
+Q 3316 2575 3316 1738 
+Q 3316 944 2931 419 
+Q 2547 -106 1866 -106 
+Q 1484 -106 1222 78 
+Q 1066 188 888 428 
+L 888 0 
+L 369 0 
+L 369 4606 
+z
+M 1831 391 
+Q 2288 391 2514 753 
+Q 2741 1116 2741 1709 
+Q 2741 2238 2514 2584 
+Q 2288 2931 1847 2931 
+Q 1463 2931 1173 2647 
+Q 884 2363 884 1709 
+Q 884 1238 1003 944 
+Q 1225 391 1831 391 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-68" d="M 413 4606 
+L 975 4606 
+L 975 2894 
+Q 1175 3147 1334 3250 
+Q 1606 3428 2013 3428 
+Q 2741 3428 3000 2919 
+Q 3141 2641 3141 2147 
+L 3141 0 
+L 2563 0 
+L 2563 2109 
+Q 2563 2478 2469 2650 
+Q 2316 2925 1894 2925 
+Q 1544 2925 1259 2684 
+Q 975 2444 975 1775 
+L 975 0 
+L 413 0 
+L 413 4606 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-6d" d="M 413 3347 
+L 969 3347 
+L 969 2872 
+Q 1169 3119 1331 3231 
+Q 1609 3422 1963 3422 
+Q 2363 3422 2606 3225 
+Q 2744 3113 2856 2894 
+Q 3044 3163 3297 3292 
+Q 3550 3422 3866 3422 
+Q 4541 3422 4784 2934 
+Q 4916 2672 4916 2228 
+L 4916 0 
+L 4331 0 
+L 4331 2325 
+Q 4331 2659 4164 2784 
+Q 3997 2909 3756 2909 
+Q 3425 2909 3186 2687 
+Q 2947 2466 2947 1947 
+L 2947 0 
+L 2375 0 
+L 2375 2184 
+Q 2375 2525 2294 2681 
+Q 2166 2916 1816 2916 
+Q 1497 2916 1236 2669 
+Q 975 2422 975 1775 
+L 975 0 
+L 413 0 
+L 413 3347 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-6b" d="M 400 4591 
+L 941 4591 
+L 941 1925 
+L 2384 3347 
+L 3103 3347 
+L 1822 2094 
+L 3175 0 
+L 2456 0 
+L 1413 1688 
+L 941 1256 
+L 941 0 
+L 400 0 
+L 400 4591 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-2c" d="M 531 -653 
+Q 747 -616 834 -350 
+Q 881 -209 881 -78 
+Q 881 -56 879 -39 
+Q 878 -22 872 0 
+L 531 0 
+L 531 681 
+L 1200 681 
+L 1200 50 
+Q 1200 -322 1050 -603 
+Q 900 -884 531 -950 
+L 531 -653 
+z
+" transform="scale(0.015625)"/>
+      </defs>
+      <use xlink:href="#Helvetica-41"/>
+      <use xlink:href="#Helvetica-69" x="66.699219"/>
+      <use xlink:href="#Helvetica-64" x="88.916016"/>
+      <use xlink:href="#Helvetica-65" x="144.53125"/>
+      <use xlink:href="#Helvetica-72" x="200.146484"/>
+      <use xlink:href="#Helvetica-20" x="233.447266"/>
+      <use xlink:href="#Helvetica-63" x="261.230469"/>
+      <use xlink:href="#Helvetica-6f" x="311.230469"/>
+      <use xlink:href="#Helvetica-64" x="366.845703"/>
+      <use xlink:href="#Helvetica-65" x="422.460938"/>
+      <use xlink:href="#Helvetica-20" x="478.076172"/>
+      <use xlink:href="#Helvetica-65" x="505.859375"/>
+      <use xlink:href="#Helvetica-64" x="561.474609"/>
+      <use xlink:href="#Helvetica-69" x="617.089844"/>
+      <use xlink:href="#Helvetica-74" x="639.306641"/>
+      <use xlink:href="#Helvetica-69" x="667.089844"/>
+      <use xlink:href="#Helvetica-6e" x="689.306641"/>
+      <use xlink:href="#Helvetica-67" x="744.921875"/>
+      <use xlink:href="#Helvetica-20" x="800.537109"/>
+      <use xlink:href="#Helvetica-62" x="828.320312"/>
+      <use xlink:href="#Helvetica-65" x="883.935547"/>
+      <use xlink:href="#Helvetica-6e" x="939.550781"/>
+      <use xlink:href="#Helvetica-63" x="995.166016"/>
+      <use xlink:href="#Helvetica-68" x="1045.166016"/>
+      <use xlink:href="#Helvetica-6d" x="1100.78125"/>
+      <use xlink:href="#Helvetica-61" x="1184.082031"/>
+      <use xlink:href="#Helvetica-72" x="1239.697266"/>
+      <use xlink:href="#Helvetica-6b" x="1272.998047"/>
+      <use xlink:href="#Helvetica-2c" x="1322.998047"/>
+     </g>
+     <!-- percent completed correctly -->
+     <g transform="translate(42.646375 282.281094) rotate(-90) scale(0.18 -0.18)">
+      <defs>
+       <path id="Helvetica-70" d="M 1825 378 
+Q 2219 378 2480 708 
+Q 2741 1038 2741 1694 
+Q 2741 2094 2625 2381 
+Q 2406 2934 1825 2934 
+Q 1241 2934 1025 2350 
+Q 909 2038 909 1556 
+Q 909 1169 1025 897 
+Q 1244 378 1825 378 
+z
+M 369 3331 
+L 916 3331 
+L 916 2888 
+Q 1084 3116 1284 3241 
+Q 1569 3428 1953 3428 
+Q 2522 3428 2919 2992 
+Q 3316 2556 3316 1747 
+Q 3316 653 2744 184 
+Q 2381 -113 1900 -113 
+Q 1522 -113 1266 53 
+Q 1116 147 931 375 
+L 931 -1334 
+L 369 -1334 
+L 369 3331 
+z
+" transform="scale(0.015625)"/>
+       <path id="Helvetica-79" d="M 2503 3347 
+L 3125 3347 
+Q 3006 3025 2597 1878 
+Q 2291 1016 2084 472 
+Q 1597 -809 1397 -1090 
+Q 1197 -1372 709 -1372 
+Q 591 -1372 527 -1362 
+Q 463 -1353 369 -1328 
+L 369 -816 
+Q 516 -856 581 -865 
+Q 647 -875 697 -875 
+Q 853 -875 926 -823 
+Q 1000 -772 1050 -697 
+Q 1066 -672 1162 -440 
+Q 1259 -209 1303 -97 
+L 66 3347 
+L 703 3347 
+L 1600 622 
+L 2503 3347 
+z
+M 1597 3428 
+L 1597 3428 
+z
+" transform="scale(0.015625)"/>
+      </defs>
+      <use xlink:href="#Helvetica-70"/>
+      <use xlink:href="#Helvetica-65" x="55.615234"/>
+      <use xlink:href="#Helvetica-72" x="111.230469"/>
+      <use xlink:href="#Helvetica-63" x="144.53125"/>
+      <use xlink:href="#Helvetica-65" x="194.53125"/>
+      <use xlink:href="#Helvetica-6e" x="250.146484"/>
+      <use xlink:href="#Helvetica-74" x="305.761719"/>
+      <use xlink:href="#Helvetica-20" x="333.544922"/>
+      <use xlink:href="#Helvetica-63" x="361.328125"/>
+      <use xlink:href="#Helvetica-6f" x="411.328125"/>
+      <use xlink:href="#Helvetica-6d" x="466.943359"/>
+      <use xlink:href="#Helvetica-70" x="550.244141"/>
+      <use xlink:href="#Helvetica-6c" x="605.859375"/>
+      <use xlink:href="#Helvetica-65" x="628.076172"/>
+      <use xlink:href="#Helvetica-74" x="683.691406"/>
+      <use xlink:href="#Helvetica-65" x="711.474609"/>
+      <use xlink:href="#Helvetica-64" x="767.089844"/>
+      <use xlink:href="#Helvetica-20" x="822.705078"/>
+      <use xlink:href="#Helvetica-63" x="850.488281"/>
+      <use xlink:href="#Helvetica-6f" x="900.488281"/>
+      <use xlink:href="#Helvetica-72" x="956.103516"/>
+      <use xlink:href="#Helvetica-72" x="989.404297"/>
+      <use xlink:href="#Helvetica-65" x="1022.705078"/>
+      <use xlink:href="#Helvetica-63" x="1078.320312"/>
+      <use xlink:href="#Helvetica-74" x="1128.320312"/>
+      <use xlink:href="#Helvetica-6c" x="1156.103516"/>
+      <use xlink:href="#Helvetica-79" x="1178.320312"/>
+     </g>
+    </g>
+   </g>
+   <g id="patch_3">
+    <path d="M 68.627 312.28 
+L 68.627 31.2 
+" style="fill: none; stroke: #dddddd; stroke-width: 0.5; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_4">
+    <path d="M 643.017268 312.28 
+L 643.017268 31.2 
+" style="fill: none; stroke: #dddddd; stroke-width: 0.5; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_5">
+    <path d="M 68.627 312.28 
+L 643.017268 312.28 
+" style="fill: none; stroke: #dddddd; stroke-width: 0.5; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_6">
+    <path d="M 68.627 31.2 
+L 643.017268 31.2 
+" style="fill: none; stroke: #dddddd; stroke-width: 0.5; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="text_16">
+    <!-- claude-3-opus-20240229 -->
+    <g style="opacity: 0.75" transform="translate(533.888574 66.818318) scale(0.12 -0.12)">
+     <defs>
+      <path id="Helvetica-75" d="M 975 3347 
+L 975 1125 
+Q 975 869 1056 706 
+Q 1206 406 1616 406 
+Q 2203 406 2416 931 
+Q 2531 1213 2531 1703 
+L 2531 3347 
+L 3094 3347 
+L 3094 0 
+L 2563 0 
+L 2569 494 
+Q 2459 303 2297 172 
+Q 1975 -91 1516 -91 
+Q 800 -91 541 388 
+Q 400 644 400 1072 
+L 400 3347 
+L 975 3347 
+z
+M 1747 3428 
+L 1747 3428 
+z
+" transform="scale(0.015625)"/>
+     </defs>
+     <use xlink:href="#Helvetica-63"/>
+     <use xlink:href="#Helvetica-6c" x="50"/>
+     <use xlink:href="#Helvetica-61" x="72.216797"/>
+     <use xlink:href="#Helvetica-75" x="127.832031"/>
+     <use xlink:href="#Helvetica-64" x="183.447266"/>
+     <use xlink:href="#Helvetica-65" x="239.0625"/>
+     <use xlink:href="#Helvetica-2d" x="294.677734"/>
+     <use xlink:href="#Helvetica-33" x="327.978516"/>
+     <use xlink:href="#Helvetica-2d" x="383.59375"/>
+     <use xlink:href="#Helvetica-6f" x="416.894531"/>
+     <use xlink:href="#Helvetica-70" x="472.509766"/>
+     <use xlink:href="#Helvetica-75" x="528.125"/>
+     <use xlink:href="#Helvetica-73" x="583.740234"/>
+     <use xlink:href="#Helvetica-2d" x="633.740234"/>
+     <use xlink:href="#Helvetica-32" x="667.041016"/>
+     <use xlink:href="#Helvetica-30" x="722.65625"/>
+     <use xlink:href="#Helvetica-32" x="778.271484"/>
+     <use xlink:href="#Helvetica-34" x="833.886719"/>
+     <use xlink:href="#Helvetica-30" x="889.501953"/>
+     <use xlink:href="#Helvetica-32" x="945.117188"/>
+     <use xlink:href="#Helvetica-32" x="1000.732422"/>
+     <use xlink:href="#Helvetica-39" x="1056.347656"/>
+    </g>
+   </g>
+   <g id="text_17">
+    <!-- claude-3-sonnet-20240229 -->
+    <g style="opacity: 0.75" transform="translate(533.888574 150.344182) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-63"/>
+     <use xlink:href="#Helvetica-6c" x="50"/>
+     <use xlink:href="#Helvetica-61" x="72.216797"/>
+     <use xlink:href="#Helvetica-75" x="127.832031"/>
+     <use xlink:href="#Helvetica-64" x="183.447266"/>
+     <use xlink:href="#Helvetica-65" x="239.0625"/>
+     <use xlink:href="#Helvetica-2d" x="294.677734"/>
+     <use xlink:href="#Helvetica-33" x="327.978516"/>
+     <use xlink:href="#Helvetica-2d" x="383.59375"/>
+     <use xlink:href="#Helvetica-73" x="416.894531"/>
+     <use xlink:href="#Helvetica-6f" x="466.894531"/>
+     <use xlink:href="#Helvetica-6e" x="522.509766"/>
+     <use xlink:href="#Helvetica-6e" x="578.125"/>
+     <use xlink:href="#Helvetica-65" x="633.740234"/>
+     <use xlink:href="#Helvetica-74" x="689.355469"/>
+     <use xlink:href="#Helvetica-2d" x="717.138672"/>
+     <use xlink:href="#Helvetica-32" x="750.439453"/>
+     <use xlink:href="#Helvetica-30" x="806.054688"/>
+     <use xlink:href="#Helvetica-32" x="861.669922"/>
+     <use xlink:href="#Helvetica-34" x="917.285156"/>
+     <use xlink:href="#Helvetica-30" x="972.900391"/>
+     <use xlink:href="#Helvetica-32" x="1028.515625"/>
+     <use xlink:href="#Helvetica-32" x="1084.130859"/>
+     <use xlink:href="#Helvetica-39" x="1139.746094"/>
+    </g>
+   </g>
+   <g id="text_18">
+    <!-- deepseek-coder -->
+    <g style="opacity: 0.75" transform="translate(492.257471 152.819023) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-64"/>
+     <use xlink:href="#Helvetica-65" x="55.615234"/>
+     <use xlink:href="#Helvetica-65" x="111.230469"/>
+     <use xlink:href="#Helvetica-70" x="166.845703"/>
+     <use xlink:href="#Helvetica-73" x="222.460938"/>
+     <use xlink:href="#Helvetica-65" x="272.460938"/>
+     <use xlink:href="#Helvetica-65" x="328.076172"/>
+     <use xlink:href="#Helvetica-6b" x="383.691406"/>
+     <use xlink:href="#Helvetica-2d" x="433.691406"/>
+     <use xlink:href="#Helvetica-63" x="466.992188"/>
+     <use xlink:href="#Helvetica-6f" x="516.992188"/>
+     <use xlink:href="#Helvetica-64" x="572.607422"/>
+     <use xlink:href="#Helvetica-65" x="628.222656"/>
+     <use xlink:href="#Helvetica-72" x="683.837891"/>
+    </g>
+   </g>
+   <g id="text_19">
+    <!-- gpt-3.5-turbo-0125 -->
+    <g style="opacity: 0.75" transform="translate(492.257471 178.186137) scale(0.12 -0.12)">
+     <defs>
+      <path id="Helvetica-2e" d="M 547 681 
+L 1200 681 
+L 1200 0 
+L 547 0 
+L 547 681 
+z
+" transform="scale(0.015625)"/>
+     </defs>
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-33" x="172.314453"/>
+     <use xlink:href="#Helvetica-2e" x="227.929688"/>
+     <use xlink:href="#Helvetica-35" x="255.712891"/>
+     <use xlink:href="#Helvetica-2d" x="311.328125"/>
+     <use xlink:href="#Helvetica-74" x="344.628906"/>
+     <use xlink:href="#Helvetica-75" x="372.412109"/>
+     <use xlink:href="#Helvetica-72" x="428.027344"/>
+     <use xlink:href="#Helvetica-62" x="461.328125"/>
+     <use xlink:href="#Helvetica-6f" x="516.943359"/>
+     <use xlink:href="#Helvetica-2d" x="572.558594"/>
+     <use xlink:href="#Helvetica-30" x="605.859375"/>
+     <use xlink:href="#Helvetica-31" x="661.474609"/>
+     <use xlink:href="#Helvetica-32" x="717.089844"/>
+     <use xlink:href="#Helvetica-35" x="772.705078"/>
+    </g>
+   </g>
+   <g id="text_20">
+    <!-- gpt-3.5-turbo-0301 -->
+    <g style="opacity: 0.75" transform="translate(99.735649 131.782879) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-33" x="172.314453"/>
+     <use xlink:href="#Helvetica-2e" x="227.929688"/>
+     <use xlink:href="#Helvetica-35" x="255.712891"/>
+     <use xlink:href="#Helvetica-2d" x="311.328125"/>
+     <use xlink:href="#Helvetica-74" x="344.628906"/>
+     <use xlink:href="#Helvetica-75" x="372.412109"/>
+     <use xlink:href="#Helvetica-72" x="428.027344"/>
+     <use xlink:href="#Helvetica-62" x="461.328125"/>
+     <use xlink:href="#Helvetica-6f" x="516.943359"/>
+     <use xlink:href="#Helvetica-2d" x="572.558594"/>
+     <use xlink:href="#Helvetica-30" x="605.859375"/>
+     <use xlink:href="#Helvetica-33" x="661.474609"/>
+     <use xlink:href="#Helvetica-30" x="717.089844"/>
+     <use xlink:href="#Helvetica-31" x="772.705078"/>
+    </g>
+   </g>
+   <g id="text_21">
+    <!-- gpt-3.5-turbo-0613 -->
+    <g style="opacity: 0.75" transform="translate(223.439496 178.186137) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-33" x="172.314453"/>
+     <use xlink:href="#Helvetica-2e" x="227.929688"/>
+     <use xlink:href="#Helvetica-35" x="255.712891"/>
+     <use xlink:href="#Helvetica-2d" x="311.328125"/>
+     <use xlink:href="#Helvetica-74" x="344.628906"/>
+     <use xlink:href="#Helvetica-75" x="372.412109"/>
+     <use xlink:href="#Helvetica-72" x="428.027344"/>
+     <use xlink:href="#Helvetica-62" x="461.328125"/>
+     <use xlink:href="#Helvetica-6f" x="516.943359"/>
+     <use xlink:href="#Helvetica-2d" x="572.558594"/>
+     <use xlink:href="#Helvetica-30" x="605.859375"/>
+     <use xlink:href="#Helvetica-36" x="661.474609"/>
+     <use xlink:href="#Helvetica-31" x="717.089844"/>
+     <use xlink:href="#Helvetica-33" x="772.705078"/>
+    </g>
+   </g>
+   <g id="text_22">
+    <!-- gpt-4-0125-preview -->
+    <g style="opacity: 0.75" transform="translate(492.257471 80.429941) scale(0.12 -0.12)">
+     <defs>
+      <path id="Helvetica-76" d="M 688 3347 
+L 1581 622 
+L 2516 3347 
+L 3131 3347 
+L 1869 0 
+L 1269 0 
+L 34 3347 
+L 688 3347 
+z
+" transform="scale(0.015625)"/>
+      <path id="Helvetica-77" d="M 672 3347 
+L 1316 709 
+L 1969 3347 
+L 2600 3347 
+L 3256 725 
+L 3941 3347 
+L 4503 3347 
+L 3531 0 
+L 2947 0 
+L 2266 2591 
+L 1606 0 
+L 1022 0 
+L 56 3347 
+L 672 3347 
+z
+" transform="scale(0.015625)"/>
+     </defs>
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-34" x="172.314453"/>
+     <use xlink:href="#Helvetica-2d" x="227.929688"/>
+     <use xlink:href="#Helvetica-30" x="261.230469"/>
+     <use xlink:href="#Helvetica-31" x="316.845703"/>
+     <use xlink:href="#Helvetica-32" x="372.460938"/>
+     <use xlink:href="#Helvetica-35" x="428.076172"/>
+     <use xlink:href="#Helvetica-2d" x="483.691406"/>
+     <use xlink:href="#Helvetica-70" x="516.992188"/>
+     <use xlink:href="#Helvetica-72" x="572.607422"/>
+     <use xlink:href="#Helvetica-65" x="605.908203"/>
+     <use xlink:href="#Helvetica-76" x="661.523438"/>
+     <use xlink:href="#Helvetica-69" x="711.523438"/>
+     <use xlink:href="#Helvetica-65" x="733.740234"/>
+     <use xlink:href="#Helvetica-77" x="789.355469"/>
+    </g>
+   </g>
+   <g id="text_23">
+    <!-- gpt-4-0314 -->
+    <g style="opacity: 0.75" transform="translate(115.198629 80.429941) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-34" x="172.314453"/>
+     <use xlink:href="#Helvetica-2d" x="227.929688"/>
+     <use xlink:href="#Helvetica-30" x="261.230469"/>
+     <use xlink:href="#Helvetica-33" x="316.845703"/>
+     <use xlink:href="#Helvetica-31" x="372.460938"/>
+     <use xlink:href="#Helvetica-34" x="428.076172"/>
+    </g>
+   </g>
+   <g id="text_24">
+    <!-- gpt-4-0613 -->
+    <g style="opacity: 0.75" transform="translate(223.439496 71.149289) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-34" x="172.314453"/>
+     <use xlink:href="#Helvetica-2d" x="227.929688"/>
+     <use xlink:href="#Helvetica-30" x="261.230469"/>
+     <use xlink:href="#Helvetica-36" x="316.845703"/>
+     <use xlink:href="#Helvetica-31" x="372.460938"/>
+     <use xlink:href="#Helvetica-33" x="428.076172"/>
+    </g>
+   </g>
+   <g id="text_25">
+    <!-- gpt-4-1106-preview -->
+    <g style="opacity: 0.75" transform="translate(397.100666 85.379621) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-34" x="172.314453"/>
+     <use xlink:href="#Helvetica-2d" x="227.929688"/>
+     <use xlink:href="#Helvetica-31" x="261.230469"/>
+     <use xlink:href="#Helvetica-31" x="316.845703"/>
+     <use xlink:href="#Helvetica-30" x="372.460938"/>
+     <use xlink:href="#Helvetica-36" x="428.076172"/>
+     <use xlink:href="#Helvetica-2d" x="483.691406"/>
+     <use xlink:href="#Helvetica-70" x="516.992188"/>
+     <use xlink:href="#Helvetica-72" x="572.607422"/>
+     <use xlink:href="#Helvetica-65" x="605.908203"/>
+     <use xlink:href="#Helvetica-76" x="661.523438"/>
+     <use xlink:href="#Helvetica-69" x="711.523438"/>
+     <use xlink:href="#Helvetica-65" x="733.740234"/>
+     <use xlink:href="#Helvetica-77" x="789.355469"/>
+    </g>
+   </g>
+   <g id="text_26">
+    <!-- gpt-4-turbo-2024-04-09 -->
+    <g style="opacity: 0.75" transform="translate(581.466977 94.660273) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-34" x="172.314453"/>
+     <use xlink:href="#Helvetica-2d" x="227.929688"/>
+     <use xlink:href="#Helvetica-74" x="261.230469"/>
+     <use xlink:href="#Helvetica-75" x="289.013672"/>
+     <use xlink:href="#Helvetica-72" x="344.628906"/>
+     <use xlink:href="#Helvetica-62" x="377.929688"/>
+     <use xlink:href="#Helvetica-6f" x="433.544922"/>
+     <use xlink:href="#Helvetica-2d" x="489.160156"/>
+     <use xlink:href="#Helvetica-32" x="522.460938"/>
+     <use xlink:href="#Helvetica-30" x="578.076172"/>
+     <use xlink:href="#Helvetica-32" x="633.691406"/>
+     <use xlink:href="#Helvetica-34" x="689.306641"/>
+     <use xlink:href="#Helvetica-2d" x="744.921875"/>
+     <use xlink:href="#Helvetica-30" x="778.222656"/>
+     <use xlink:href="#Helvetica-34" x="833.837891"/>
+     <use xlink:href="#Helvetica-2d" x="889.453125"/>
+     <use xlink:href="#Helvetica-30" x="922.753906"/>
+     <use xlink:href="#Helvetica-39" x="978.369141"/>
+    </g>
+   </g>
+   <g id="text_27">
+    <!-- llama3-70b-8192 -->
+    <g style="opacity: 0.75" transform="translate(592.172117 185.610658) scale(0.12 -0.12)">
+     <defs>
+      <path id="Helvetica-38" d="M 1741 2600 
+Q 2113 2600 2322 2808 
+Q 2531 3016 2531 3303 
+Q 2531 3553 2331 3762 
+Q 2131 3972 1722 3972 
+Q 1316 3972 1134 3762 
+Q 953 3553 953 3272 
+Q 953 2956 1187 2778 
+Q 1422 2600 1741 2600 
+z
+M 1775 384 
+Q 2166 384 2423 595 
+Q 2681 806 2681 1225 
+Q 2681 1659 2415 1884 
+Q 2150 2109 1734 2109 
+Q 1331 2109 1076 1879 
+Q 822 1650 822 1244 
+Q 822 894 1055 639 
+Q 1288 384 1775 384 
+z
+M 975 2384 
+Q 741 2484 609 2619 
+Q 363 2869 363 3269 
+Q 363 3769 725 4128 
+Q 1088 4488 1753 4488 
+Q 2397 4488 2762 4148 
+Q 3128 3809 3128 3356 
+Q 3128 2938 2916 2678 
+Q 2797 2531 2547 2391 
+Q 2825 2263 2984 2097 
+Q 3281 1784 3281 1284 
+Q 3281 694 2884 283 
+Q 2488 -128 1763 -128 
+Q 1109 -128 657 226 
+Q 206 581 206 1256 
+Q 206 1653 400 1942 
+Q 594 2231 975 2384 
+z
+" transform="scale(0.015625)"/>
+     </defs>
+     <use xlink:href="#Helvetica-6c"/>
+     <use xlink:href="#Helvetica-6c" x="22.216797"/>
+     <use xlink:href="#Helvetica-61" x="44.433594"/>
+     <use xlink:href="#Helvetica-6d" x="100.048828"/>
+     <use xlink:href="#Helvetica-61" x="183.349609"/>
+     <use xlink:href="#Helvetica-33" x="238.964844"/>
+     <use xlink:href="#Helvetica-2d" x="294.580078"/>
+     <use xlink:href="#Helvetica-37" x="327.880859"/>
+     <use xlink:href="#Helvetica-30" x="383.496094"/>
+     <use xlink:href="#Helvetica-62" x="439.111328"/>
+     <use xlink:href="#Helvetica-2d" x="494.726562"/>
+     <use xlink:href="#Helvetica-38" x="528.027344"/>
+     <use xlink:href="#Helvetica-31" x="583.642578"/>
+     <use xlink:href="#Helvetica-39" x="639.257812"/>
+     <use xlink:href="#Helvetica-32" x="694.873047"/>
+    </g>
+   </g>
+   <g id="text_28">
+    <!-- command-r-plus -->
+    <g style="opacity: 0.75" transform="translate(575.519676 294.503636) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-63"/>
+     <use xlink:href="#Helvetica-6f" x="50"/>
+     <use xlink:href="#Helvetica-6d" x="105.615234"/>
+     <use xlink:href="#Helvetica-6d" x="188.916016"/>
+     <use xlink:href="#Helvetica-61" x="272.216797"/>
+     <use xlink:href="#Helvetica-6e" x="327.832031"/>
+     <use xlink:href="#Helvetica-64" x="383.447266"/>
+     <use xlink:href="#Helvetica-2d" x="439.0625"/>
+     <use xlink:href="#Helvetica-72" x="472.363281"/>
+     <use xlink:href="#Helvetica-2d" x="505.664062"/>
+     <use xlink:href="#Helvetica-70" x="538.964844"/>
+     <use xlink:href="#Helvetica-6c" x="594.580078"/>
+     <use xlink:href="#Helvetica-75" x="616.796875"/>
+     <use xlink:href="#Helvetica-73" x="672.412109"/>
+    </g>
+   </g>
+   <g id="text_29">
+    <!-- deepseek-chat v2 -->
+    <g style="opacity: 0.75" transform="translate(613.582399 113.221576) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-64"/>
+     <use xlink:href="#Helvetica-65" x="55.615234"/>
+     <use xlink:href="#Helvetica-65" x="111.230469"/>
+     <use xlink:href="#Helvetica-70" x="166.845703"/>
+     <use xlink:href="#Helvetica-73" x="222.460938"/>
+     <use xlink:href="#Helvetica-65" x="272.460938"/>
+     <use xlink:href="#Helvetica-65" x="328.076172"/>
+     <use xlink:href="#Helvetica-6b" x="383.691406"/>
+     <use xlink:href="#Helvetica-2d" x="433.691406"/>
+     <use xlink:href="#Helvetica-63" x="466.992188"/>
+     <use xlink:href="#Helvetica-68" x="516.992188"/>
+     <use xlink:href="#Helvetica-61" x="572.607422"/>
+     <use xlink:href="#Helvetica-74" x="628.222656"/>
+     <use xlink:href="#Helvetica-20" x="656.005859"/>
+     <use xlink:href="#Helvetica-76" x="683.789062"/>
+     <use xlink:href="#Helvetica-32" x="733.789062"/>
+    </g>
+   </g>
+   <g id="text_30">
+    <!-- qwen1.5-110b-chat -->
+    <g style="opacity: 0.75" transform="translate(504.152072 257.38103) scale(0.12 -0.12)">
+     <defs>
+      <path id="Helvetica-71" d="M 775 1628 
+Q 775 1194 897 900 
+Q 1113 378 1669 378 
+Q 2256 378 2478 928 
+Q 2600 1231 2600 1703 
+Q 2600 2138 2466 2428 
+Q 2238 2925 1663 2925 
+Q 1297 2925 1036 2608 
+Q 775 2291 775 1628 
+z
+M 1606 3422 
+Q 2022 3422 2306 3213 
+Q 2463 3100 2606 2881 
+L 2606 3347 
+L 3141 3347 
+L 3141 -1334 
+L 2575 -1334 
+L 2575 384 
+Q 2434 159 2186 26 
+Q 1938 -106 1566 -106 
+Q 1031 -106 609 312 
+Q 188 731 188 1588 
+Q 188 2391 583 2906 
+Q 978 3422 1606 3422 
+z
+" transform="scale(0.015625)"/>
+     </defs>
+     <use xlink:href="#Helvetica-71"/>
+     <use xlink:href="#Helvetica-77" x="55.615234"/>
+     <use xlink:href="#Helvetica-65" x="127.832031"/>
+     <use xlink:href="#Helvetica-6e" x="183.447266"/>
+     <use xlink:href="#Helvetica-31" x="239.0625"/>
+     <use xlink:href="#Helvetica-2e" x="294.677734"/>
+     <use xlink:href="#Helvetica-35" x="322.460938"/>
+     <use xlink:href="#Helvetica-2d" x="378.076172"/>
+     <use xlink:href="#Helvetica-31" x="411.376953"/>
+     <use xlink:href="#Helvetica-31" x="466.992188"/>
+     <use xlink:href="#Helvetica-30" x="522.607422"/>
+     <use xlink:href="#Helvetica-62" x="578.222656"/>
+     <use xlink:href="#Helvetica-2d" x="633.837891"/>
+     <use xlink:href="#Helvetica-63" x="667.138672"/>
+     <use xlink:href="#Helvetica-68" x="717.138672"/>
+     <use xlink:href="#Helvetica-61" x="772.753906"/>
+     <use xlink:href="#Helvetica-74" x="828.369141"/>
+    </g>
+   </g>
+   <g id="text_31">
+    <!-- gpt-4o -->
+    <g style="opacity: 0.75" transform="translate(621.908619 38.976364) scale(0.12 -0.12)">
+     <use xlink:href="#Helvetica-67"/>
+     <use xlink:href="#Helvetica-70" x="55.615234"/>
+     <use xlink:href="#Helvetica-74" x="111.230469"/>
+     <use xlink:href="#Helvetica-2d" x="139.013672"/>
+     <use xlink:href="#Helvetica-34" x="172.314453"/>
+     <use xlink:href="#Helvetica-6f" x="227.929688"/>
+    </g>
+   </g>
+   <g id="text_32">
+    <!-- LLM code editing skill by model release date -->
+    <g transform="translate(159.058071 25.2) scale(0.2 -0.2)">
+     <defs>
+      <path id="Helvetica-4c" d="M 488 4591 
+L 1109 4591 
+L 1109 547 
+L 3434 547 
+L 3434 0 
+L 488 0 
+L 488 4591 
+z
+" transform="scale(0.015625)"/>
+     </defs>
+     <use xlink:href="#Helvetica-4c"/>
+     <use xlink:href="#Helvetica-4c" x="55.615234"/>
+     <use xlink:href="#Helvetica-4d" x="111.230469"/>
+     <use xlink:href="#Helvetica-20" x="194.53125"/>
+     <use xlink:href="#Helvetica-63" x="222.314453"/>
+     <use xlink:href="#Helvetica-6f" x="272.314453"/>
+     <use xlink:href="#Helvetica-64" x="327.929688"/>
+     <use xlink:href="#Helvetica-65" x="383.544922"/>
+     <use xlink:href="#Helvetica-20" x="439.160156"/>
+     <use xlink:href="#Helvetica-65" x="466.943359"/>
+     <use xlink:href="#Helvetica-64" x="522.558594"/>
+     <use xlink:href="#Helvetica-69" x="578.173828"/>
+     <use xlink:href="#Helvetica-74" x="600.390625"/>
+     <use xlink:href="#Helvetica-69" x="628.173828"/>
+     <use xlink:href="#Helvetica-6e" x="650.390625"/>
+     <use xlink:href="#Helvetica-67" x="706.005859"/>
+     <use xlink:href="#Helvetica-20" x="761.621094"/>
+     <use xlink:href="#Helvetica-73" x="789.404297"/>
+     <use xlink:href="#Helvetica-6b" x="839.404297"/>
+     <use xlink:href="#Helvetica-69" x="889.404297"/>
+     <use xlink:href="#Helvetica-6c" x="911.621094"/>
+     <use xlink:href="#Helvetica-6c" x="933.837891"/>
+     <use xlink:href="#Helvetica-20" x="956.054688"/>
+     <use xlink:href="#Helvetica-62" x="983.837891"/>
+     <use xlink:href="#Helvetica-79" x="1039.453125"/>
+     <use xlink:href="#Helvetica-20" x="1089.453125"/>
+     <use xlink:href="#Helvetica-6d" x="1117.236328"/>
+     <use xlink:href="#Helvetica-6f" x="1200.537109"/>
+     <use xlink:href="#Helvetica-64" x="1256.152344"/>
+     <use xlink:href="#Helvetica-65" x="1311.767578"/>
+     <use xlink:href="#Helvetica-6c" x="1367.382812"/>
+     <use xlink:href="#Helvetica-20" x="1389.599609"/>
+     <use xlink:href="#Helvetica-72" x="1417.382812"/>
+     <use xlink:href="#Helvetica-65" x="1450.683594"/>
+     <use xlink:href="#Helvetica-6c" x="1506.298828"/>
+     <use xlink:href="#Helvetica-65" x="1528.515625"/>
+     <use xlink:href="#Helvetica-61" x="1584.130859"/>
+     <use xlink:href="#Helvetica-73" x="1639.746094"/>
+     <use xlink:href="#Helvetica-65" x="1689.746094"/>
+     <use xlink:href="#Helvetica-20" x="1745.361328"/>
+     <use xlink:href="#Helvetica-64" x="1773.144531"/>
+     <use xlink:href="#Helvetica-61" x="1828.759766"/>
+     <use xlink:href="#Helvetica-74" x="1884.375"/>
+     <use xlink:href="#Helvetica-65" x="1912.158203"/>
+    </g>
+   </g>
+  </g>
+ </g>
+ <defs>
+  <clipPath id="pe20efde8ce">
+   <rect x="68.627" y="31.2" width="574.390268" height="281.08"/>
+  </clipPath>
+ </defs>
+</svg>
diff --git a/benchmark/over_time.py b/benchmark/over_time.py
index 53cf05715..33e80e67e 100644
--- a/benchmark/over_time.py
+++ b/benchmark/over_time.py
@@ -1,11 +1,11 @@
 import matplotlib.pyplot as plt
 import yaml
-from datetime import datetime
-from matplotlib import rc
 from imgcat import imgcat
+from matplotlib import rc
+
 
 def plot_over_time(yaml_file):
-    with open(yaml_file, 'r') as file:
+    with open(yaml_file, "r") as file:
         data = yaml.safe_load(file)
 
     dates = []
@@ -13,10 +13,10 @@ def plot_over_time(yaml_file):
     models = []
 
     for entry in data:
-        if 'released' in entry and 'pass_rate_2' in entry:
-            dates.append(entry['released'])
-            pass_rates.append(entry['pass_rate_2'])
-            models.append(entry['model'].split('(')[0].strip())
+        if "released" in entry and "pass_rate_2" in entry:
+            dates.append(entry["released"])
+            pass_rates.append(entry["pass_rate_2"])
+            models.append(entry["model"].split("(")[0].strip())
 
     plt.rcParams["hatch.linewidth"] = 0.5
     plt.rcParams["hatch.color"] = "#444444"
@@ -26,22 +26,32 @@ def plot_over_time(yaml_file):
     fig, ax = plt.subplots(figsize=(10, 5))
     ax.grid(axis="y", zorder=0, lw=0.2)
     for spine in ax.spines.values():
-        spine.set_edgecolor('#DDDDDD')
+        spine.set_edgecolor("#DDDDDD")
         spine.set_linewidth(0.5)
 
-    colors = ['red' if 'gpt-4' in model else 'green' if 'gpt-3.5' in model else 'blue' for model in models]
+    colors = [
+        "red" if "gpt-4" in model else "green" if "gpt-3.5" in model else "blue" for model in models
+    ]
     ax.scatter(dates, pass_rates, c=colors, alpha=0.5, s=120)
 
     for i, model in enumerate(models):
-        ax.annotate(model, (dates[i], pass_rates[i]), fontsize=12, alpha=0.75,
-                    xytext=(5, 5), textcoords='offset points')
+        ax.annotate(
+            model,
+            (dates[i], pass_rates[i]),
+            fontsize=12,
+            alpha=0.75,
+            xytext=(5, 5),
+            textcoords="offset points",
+        )
 
-    ax.set_xlabel('Model release date', fontsize=18)
-    ax.set_ylabel('Aider code editing benchmark,\npercent completed correctly', fontsize=18)
-    ax.set_title('LLM code editing skill by model release date', fontsize=20)
+    ax.set_xlabel("Model release date", fontsize=18)
+    ax.set_ylabel("Aider code editing benchmark,\npercent completed correctly", fontsize=18)
+    ax.set_title("LLM code editing skill by model release date", fontsize=20)
     plt.tight_layout()
     plt.savefig("tmp_over_time.png")
+    plt.savefig("tmp_over_time.svg")
     imgcat(fig)
 
+
 # Example usage
-plot_over_time('_data/edit_leaderboard.yml')
+plot_over_time("_data/edit_leaderboard.yml")
diff --git a/docs/leaderboards/index.md b/docs/leaderboards/index.md
index 25dfc130e..d33cc6a54 100644
--- a/docs/leaderboards/index.md
+++ b/docs/leaderboards/index.md
@@ -187,7 +187,7 @@ Therefore, results are available for fewer models.
 
 ## LLM code editing skill by model release date
 
-[![connecting to many LLMs](/assets/models-over-time.png)](https://aider.chat/assets/models-over-time.png)
+[![connecting to many LLMs](/assets/models-over-time.svg)](https://aider.chat/assets/models-over-time.svg)
 
 
 ## Notes on benchmarking results