From 1280edd7448244597bd47b539745f413c3855b1b Mon Sep 17 00:00:00 2001 From: Zach Nussbaum Date: Thu, 13 Apr 2023 18:41:22 +0000 Subject: [PATCH] fix: figs --- figs/perplexity_hist.png | Bin 26205 -> 15322 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/figs/perplexity_hist.png b/figs/perplexity_hist.png index 08fc18e2e23605bc176c07c6adca037afe318d9f..be3780b07bea2c62e34b20e68cf763bd3415de4f 100644 GIT binary patch literal 15322 zcmeHuXINC(*5(0PR7}@aj0gryAi;nV#f$|4O3tVVN(RZ9)>hkuiUdWHl8Yoc6v+e% z0ul<4ARr(~K*^bTx7~g3{bu@$^JDIhd7f^4q>8F@_Fj9fH=UcO6=arhtmB|4Y60J+5J^Y-wccaPG1pC4bJ=%FNQ%%=r99d&A2%#+DX) z1rG@B-nH?Pt*w=fxR8+f-`^l;dHJGH1IL0J_>hHGCpB#-YS}sRKTEW9lrcp~$k2`* zR&fmMYjV+1Rh^ytK6bc$+kwNap69*Kn>>s3d9Xi>cGWnt+h^66t=oz!2fbsal^7b& z{M0@b<;~k~py@6bWt+NtU(nB%jyp>}$R1bzkmK29wS08oUS3f59slYUu5-D;_ln#l zB~A5fI^$%Pxn+#%P1WrxN&X2}WZ;;|z+Y76Dwe-dRDtkMhwzVAf1_9^YVlDD?+{-6 z|6lmOS(3KyepY(&;NayA2VFH-SXh!jn)M6Lrzjovl4RS-VdLW`P87d-^*&3OwZ+nE z{M)(X$B$<*7E_cJ=TdIT=*f{@24iu?MrxKFzw7Njxon59@P|?+MR}H-Iej`bI(kP@ ze%rRqcwM@Abjjkyyc8>S`pu*1algk0^2jEh_~%WOWLrQ*uPQDsR?*Vx>EC0uB>GI) zbxA3yyY7VpwPe#(_0FApx^#m$Z%J~aE=R(0cX#(&zx{UK-`}4hm$hv zX=!O@ytcn4&nr#82ygG7H%Qo@ni}m>K6UC&l8{T@O4f~3s4TyLfUlt@T{|Pe)y=I* zcWDAkUS1wuGbM5q1C?tw{JG!-hTU~ZVJGga zX&rBTe(q@QWKZmBDfhYA8LVP`l7UP_?REZFdp#*nlWt$8i%xy>TZtz+OsA}@ELnMZ z<}FTs+pZ6r=FOWIW8GHRQ=1sVzIe?>T(^i>-Rb#Dx$X~F_0+7l$UMAr=g#bbys5xZ z-M5}BY(Bxk{o^`1I&t=W^~RlLLG^iV46O_cH&weZlPy@@mTk=*bGh{ymWeGbXXS$> zHItH(21iG0{Po>q<}F$kt(WVZ-5Kn{ODmV2%i(rvU(UI5<)z8t?w+csdp*q9C;{#C z=(xC3-l^wav5)jOX@C6q(W^OnZs6K(gTgy!E?fw=?{Dm`7jp5Hm6dh$mD}2~N|>T7 z2I~y&y{oEH*3PhC&WtrD8kGigPxdCN-{Y1_J^zNoZs1dswb`LVo?q=50sD-fiP?O4 zTU)En<2L-DrzW1C(Im)dO1OXjZ!{$hjYnYuJ9fOazU#}c-V-u69i`_!(J^Eq=02Ut z?byP?j8#`8+kW>hQ(_=TxwYA;Dcdf)!%w@tuP^?$-xl0me?S4NV)JzXTXTKM`pD&5 zPDCpNiOZfk<-=S0X!lVp2VFJR@7c3w!?@;{=g*(N?A<$$bddw1_>S3$au1WP4^Q!) zntAuK>WYmN6&0Crn#xriQZmQB=`(kD>|J~h+bBo^@A6@k>kVJ2YAs8IBlg`mrzNir#ee z`VK)sg{iRt>48ViBR$5$T@_yC_oQbt56+Go~f4~0JtHm2B zs`h^AlLMwjUK_H%7p_;;(fN9bN5VdCdS<4hvok72Im)EiXD4>P!BE$xCQeh_Z8B9! zNlDQ86i)9p`GD}cI*n_;{`$7LS)a#aI_dJ|%Yw1@aP{~>bCT}c{w4+|56{59l#h9C zE=7tHGjZk(>77AS@3x0T<09zliNUO_ti#xc?(y$!;x40K4Vm*VlG)K1ilc_pSzK0T zZ<0Sd*~`qdZW~%< zqD$5YAMzfqloRSstJSNjOEO5a@6+n5OFDY<=1qUMCleE$A+=r`B)A$Zzc**R9vf&* zWDMkK<5*Qs4df@r#qBD6yjR9Mp=-bB>{aao%(laqE=Bj}3@MZbOKD>>#*c@vO=|{; z+i|_z_cR9MF4qs(A zsd#qHz_hYGsxxi9h)Mebz1_QaYvnqp?Ki6nZDKg|mV3;m3=R(Rh0ldZjn)~6JAMo0 z_L#PI8!A08In_Lua532F1U@XgT`@z%qERCvA_A-Jmp3=-Le7@muB9)Sn|^e&yX!!j!ePwkGdAagRHm_HbKPoZt7hqFDJS`*FloP;rJC4a}5_v$Q)4)4#<+og!4CB$T%ylkdhB27TT<0D zkD^ZRtjQkFI4=>AnJ(RO;4C}3RVF5vxI=#+qePhFNB7c9Gw~I-?FvQPzjpn4Pd{Uz z#-Z8G;e~qC^$Lzfiyq<&$aUbm0>^aK5_DqH%^Qjv8ni>)Mjz)*^-GL&RUB7KVq;~+7)>BQOUxY&(DRtF%N;D{S0BzTyt6iJtl2}K^j}~sIm)SAfX=#vDO*xIJLy1LG$gmD~X8*jTO zO}A*uo*XO@>KGVEM75bW=jq04XVgT6xYN<^jlX|>Lk2c)H?EAXpPyG*Rb@9fGp7G7 z0DGPhu-}}Hd9N9z7@~&pDB?0|Hq))>ksTL+VQMI#m!p9>o!hmWZT`|~G~-mWk9&f| zY)+(^)~Y!>XLGxLJ4{nDHjY`h-z*yAvnwVl__C|NVToUi%sp=ZuldJsuOep&)74&c zWcKT`Io;^NxtRoxM=U>41@fc)O|kR29S_y&d*tGtnLtLg?DjkAuC6(4<(oEb%5J^B zKGkK+f~NGB&A!c<;V__PZJmVTcCF~mpXz6rH0R|4IAD6<>^c@rV2x2c4rb`o2M4Cn z6cx}u$eY6Afjh_y zTX*jGlp0kf8n>i`T*{DnN5~z`aqXfuhz&Xfztf;>9XfR?pE# zR5diZK3lRb1yE3K&-a2is_!VrFYniq=4kWfy_jV)=60HS!+!Zk!iO8u z&8z0~xQ2fHYSv^^E~QWeAk!V2m{$p~m*zTgIbJ_s@9O+z_DprOs(#E%%*Go0#mus~ zC}LW3YP(|aG;?UbMPt|a(7T7*(=L{ClOKBzW6s5*9td#NN;8Qd?Z9Ppy3_jEqep8d zCMWr}Y-zhv`|0_)s|k#LajBW%s#~{j6Zj2m-BLHu-5pbScfCaV{rmTa5^&Fn%_VM*Dq}Idp@}gsG>We3`Pf<=VA@6@T+faW^=67b?CfUzz+l}^rSQr4WA}0Z#{qhds)nel4=y(Y|1Kdgp({A78_LHPE^PNBW>{Q<8I&Ot(Q3EfT>opuXSha88bQhU5|v%T?uv_q{#=0o+%9wQ4TriW;@(L@a);9aKh z;0bo=7n8!ZugYF*E4;PH&>s%?^yw2ARzhk37_H7ztuktsYnF6DOtxcBpFUNXYHMq= z>#5!e+$B~IxElt(jTIP;w$DAQYd9b5IRZT6ju~CO6ohw|0N+UbrFQ_~GcFVm>v(poN0s?5cuc|XF z_0=dgaL+`vI*blFkd9Y5AQy-N5N!FusknpF-;UChdTZi?%Cs5w@#I2iTB(;F5ZZ(r zEWz;2bs4L9|9G#ik~C0_1p3VQ(7y3EI%O}vpjdNfMjJRaS5XCb>Em(&r(cW@v{uqP z2#&O=jy`j=k~!zPjvfUpCOg^f@SAlWpBNxgK{*&bVF7>=G3d*K-_BaRy5MKn{qa^Q z=4Ve%cBc#N_3$TRg32OpZf@peREy`W*H^KJ{~Zwa--m7gLcbCDR}(F8RNF5Cl#Orm z<|7z6vL{b|_>}7s*(L?z6d=kLe8Ilu{_w@Jz(bcojcVJ6%WQ>p2>LwbaHZYCkzkUj`TIClgSU} zoMu?E3Iv4ajTsz~pv&m_@boBVaZX&`A`Xs~D_4f&l+I&kR~vUIaW$~Lrk|4hW_$iu zpeZUdym)qu!58g~W1DQ*e6Zuo7rsrKUR12YFF`NaiGk}4N*9BhmKlE-{_C$lIiWG4 z;jYfL2jl=!3*3)Fr$^S$DV%9;iA4tgmMyO;)S#uI`RzP-P|tfM4^JYF@=kt! zz<2N4BPhtMP8d5fmaL8*LaC^#?x6rkRl!OxyK;+| z`0yGRc(TYUD%L*QZD0%Nv4mSvBT6Ai2@E>bgvkeTBwD8V*R5n$7Z<7%Uz|VxLy+UL zmI=pY8>tqpA{Q#Qm9!2jbKn1rLj4P!#s3Q9`%f=7CY|LuggCNGgdDiJF@cig1NPDU z48^>XcFAGznR$pp1qtZvTM0#q+z`AL!}3OG|W! zKA^S~OfyTeN%xT9N8mQ+;jX9HbecEe0S=#>WS$(b^c$}F+6?qaC!8DT&pSNhld~My zoL0KoCZFWGR}C zEDm9j7>Kq>Z9>qVy%;rHa2FDpuI$gDxJ=FrcqF#BUzquR&jZX=F=BYHMWZMr%V@|? zbjZU%G{c{73juD^yzy!LG>&D<9K?krB^#3l@;QNkGBfMGXN87_Dw#mmjy@$A!qS*- z{sfmBb0+M>JBy4TN<~|`*>PtGAw&isQ>`9vStY0wO-K}|U`~%|I`zav?ZZWr1_$wxuv3D+pf<>Q z1J3g96cQ@$#w?R8%A521NAGyS5rZyT;MDYUAuOz*9=G~Ats;O+JqeCA!ng^ ziksseRPQ#hw$#LHk3b3Ci4g%n_MxjHYy`@W@kkGo+?Ii1KeOjkECi zjF2O+x5;H7*P9p3op8i!tMxwI;Bk)@%AZz(l%bBs;yn6QlcgC_MN57A;PH(F?P+NR zB&Vb>p@`;=)MyjpV~{S03+?Xi26$|>?70Yd1dw}$+vV%-4N}f30O^xMA#-s=cJx}i z*XT}Jpjg<8tMhwN(ijU@F(Fiq7b%ndn76;zU;1t*=|SSMIb8QsdBLx^8X{{s5(qK)vMTJ%FAk zAOWg3=eg*R4bR)*8+^F8vxlXoeWhhz&038{mvIuUWGV4e;)m79|@3>C

BuN$6MIc$p}5W z603}%O-e4IpRD^FSzQ5vQl>6IOUr7V*~Ou}K@tuMA+CcrX9xZByN0`~yu-0*1ler( zu^(>$P2sDY23RKK5Q-TzM>G=5hB@$iTZX?;oM9V^)_-4lR~mhW6CLDwsb{(rwZfniCyzE@b`6tIG~Xqq!5+$GJ1e zLFbSC=cWL*5^={SpmmezfGQdq(P)%l_hJGZ=)s3NtehwxUbq*~Im$QaVvMgT$BxHm ze9CU0ot>Ft5Q;+@*HgJwt?VN7A(b&GMbo}AYK~9_qarzB}CGx(wKkOE){$G zbjW%In^9iWYO4}UmbnZtefh_GI&wZ9#?Mr8OgB@q(gKUc&^8z)_(}9AwxtDKp=sc=BICzq}!$Opeex^|{#3jnp zlX^J8SpyCH;8|7SP8UGAz|`6Be1R?6k^YDHn*-G{*1lUMEk=8L404q4nYrgE0|*N>Fj=$rqQ7g z5a6W7f-B4PEMYr)`0y{#`0e$k!10Ms`j2Zyg{og=Us6dlm!mh9c4POQq0E8J$3bMx z%I3m#v}I1OEkL!I!hmu9_F}%Ome!>5^59@u1%(zYvI?HP#<)5g;stJ(VjgF3f*@G+0tjU~S_3iD0EvhL-@*VB%(V8hnUZV%yCNE(R zIY;>(L48D#%NiRSd!<9>ED8}Qsr(P%h4v=9M_=HjHtN3QT<>&og@ZpXUM|a({Tp!# zBNc+^u%so@ieA6&D)@zsv!Cj?p=Ec10Ob4UDOZ}E0VHBSo&3Dp9Mq4h*@ z^hUvsA+`pzJ>KrfCl-}pJ^MUnUBT2_=n0Pl0_e~*5?-3bd0CWdw)Fp;@Uo;|5bNuI z8G{O+k_zpr$*xuxFsK5Ey!zSkMMT#FPl$i+4*8%u$H^utov5G~NZuDR8n)7)w<#1s z>k%8B$$+r}MlO*K9Z*dp7oVGeMqh^y>HC->LjVnIT!Qj}3FOErgNncx7XsCrUqYfG z#=JaODjSfFcP4e?>)#nmQa;QRLKa7@a z8{>ADOH3)F$^OYU#o#!&WcomwHCN^>!fh#L>@eT|1Rnd-)q0MHG23r>dDZ;7aK%b! zq&VYhCIrXyw^vdcs4%zhZ&nL-_rj>E0Y>o!n1Xz$hXL$7!c_P5@o5)@pSoKdTg$$T zI}WQ8gA+>BK}hd9zvIrjxZ?4JUUF;1E{9{+MGT8qs@rSt1Tp-bcTUS@Z3vtw?BdAZ zR<=6iJ({5~?T7o5>B{*HCv_O#-2-+@w3_m%B`ts~nSYFwU6ece0AS8j(6tDN#3v_> z&lC#5nNjy84R4qKyaF^-(k3woeTS(zKRIX%|y470g0_pw_AqN z$2c9MX5YUtRm3WM^UzsEneT6KDj)y;o(He?W_?|Is3dtGkdTv$i=6kZTetRIczb_H zjl}~^CxMT2x|4#7JlWV6TTM15>PxHJppE3kkaVR`p{xwrK zj@cw2)WT}2+@$-$x7X)$KL=gF=)WBhTC<#rI`w$-?_gH6o~)E@*J-G~#qgjpe$`<7 zPu(J9{(%V(m0|YrS^ji~kjcm72<0iXw-HFV#_znhB8U-$Y5Jqn$H?NsYGZ0x5HUCn zp~QJ+q*j$-Z!Y5kGw73J+Y(|w!k@nZvJsn_y3f4s`Qh~kENl%3yYNlanqTnr=neQ> z7Eo=hOv<6$Vz?>0K&&8koS~6XcJ?W})1Od&Uqhe(LRuhmU;dN_=>o?ajz?XL6x3@7 zyQ_1Jpl<-rYzTpd!WXB9-&BwB10Y()UHz@~RT_v7NV`g%owBkr=v8|i*ahF$db}+` zNr3IFnwp;%w-g;!`xay*I5?QxsZm+rPT-4cH*Um+haUs|zl>;^kRrt5XSMP)+8NxZ zfrR6?vs*n@pnz_v3s|x^^fzkiyH7+YH-sL(TAgaFe0PI{+L<$F$Yj~GXHPZ5!IGu~ zqyftxLWf61ud|CwNkaoe$&|1+Gv*$O{imOzVL&OE!|hPQfD4m?ypD#X1fdjm(+JEn ze&{5irLhvS?AWl!CTl67BL2jj&Ctb3q6N|tq~>Zk-A%fHl7}MpZll~MyQ36B++1Dv zT`c2*L0=>_4@I9zOVjxY_|o$>N!I+=oZSDE*Z3*0&;b`vN#E9N}Ps5UyC#R_KRI&s@*xJl6n@}TNfJjP$~kkL}K zdy9-$wG5A2I2hI?ypNDiWK=o|>DUOqkSNBY=v}dD@s}q9!A`)lAf|Ua(#<0cx^D`f~;sn%^Lnw)#%`**BI`>a%LSX(gX2g8KMv2fu7UJ`-8w=Z0{ z(93|hrErRN?A<$br4|7hHGsP+RL*H8x@=^roLAJp5;7PbU=3j^4M| zQyRSC5i$RW8R17XP5QG&%Te0yf;oncwm0H*fei<1KhW?1&osPl!r|yy?xg9@2 zT{^re6^uBADU6(02!b%)h-~l2Yk2V@KgRv{@8A1(tff37SmotT(-<;oQw09Gg@J9&AJ{qoB%&ePwEkhv-6IExF2 zS8bp~AurLC;6Vn}S5;P$5ksr|%QL2{v$L`9e}in%FMr%ZulhY)Tt%Rm4LNnIRY-d^ z7e3D^jB=U1`hTV-V$yFP@+`44En~%PaO&ARuuz_Sch(-l+yCEYLVpY)b-|K##( zxBe8P=WhIdX(SlJd{?jHpl;P69+AmlEf9VG&+Wv5h0W@wy4rxX!$Nhl@Xo1zK^BT{ z-VZJGuM#90Kd}~U{R0Lzjy&y8K)LXj=w6Q;8 zDXoa?6~t?7TACUBeXl1R<1??WFX?D&3j;7A$+dpMfkKtmO0kU-{Qyv%sKTh_D6m#l z#GG)})nL0ZO4ul!FpZ7B(#yKm769sWJ&@t9AdMYxlh_3a>N&&iY|@1ma42H8J^ORa z2~AB+SsKkc70UaLO`8rse*Ac~WK?FR2HLV$IjE<1II2%J=KK5n+a5ExYI;oZuf1 zT>_U<3-Y3GeNkF*9pxy3pxHi?>K#R$V3$EK_2JOLS>>!($FaxIv;Ed`n3xM)Y2SJ7 zq?ihqCA<)2u(y3(=POnQmkP21tcbV|y=q$v*$c$&dZJI3SvEcMzV7%&Jv}`VV8Qg`GDo*Wp5!#566^Va z`l59T%P84O)g7Blg7t1bv2tC{{2*4IfBB@iu-C=Olj6c7=Nq7xR zJ{E=VcWBsQ>`Eyh` zE(zFs(F-#04jvvJIF|~*=k^XXRV@<}x<%fE5qigtUAs;pgho_?s@-rzNSlYLPU0(Y zoI=LDt#lsmRE~TLQ}^|6%f0p&W}Tn@_G%eP50JO@_QoRfXWo>}OlnTvMGWTU%a;$1 zj1YnbE48=qR%|eYFcN4$uOlyD9yDaEG=>pvFC6_YM+4HWlw9*=gvrmkpSz4SoXJ!~Xfx$B}-r zHMtn*!T4+HtPaAtq3G0;{qoq!>gkCg2o>9ybX7T=E)e3&1|6y;M795SMEu2Vu69HT zh5TuZzgIVUh_way_=J<_Xsmi-4P4?h_ZernGIgr@Po1Az$!8%F5r=*+e$e07R}-?T z8uo5|EL{(<&V-f>5%?ltyiaJZy)G+imFRrru_1rl8RE?BOKom?ck}&TbNoM37ODl{wV!R+?84l#c zrNMYDT7?Be2Pz6#+u57|1+6o;@Y0`h2@RbrxuH*?P3L!ecXye3%O5Vz_GC;IJ|Q9h z->2@~_@@9#hlsjnzuq<0i?>$`rIWJ;AH5ertaQj5X7lFH*Tz=&3&s~a z4_C;Xdf_#gMGD>Z$Y^Eo-6=YR+N zqN1WkATetpq?5KvKYLo-*=smFWXa4cP#K07;>udVO;{TdUgWPWk+`pL2U zxxT{USU(mvb`9u8DFC?^2t}1owp?8nhqtO_&6AO*3DWi(a?R6NiYC+tU0F;>z<~y@Q1#$kf%aEt5PuF*T(PNKgZu6o*@9v^J>d z?k|~qV_FL0aJujNKO?n22k?IoAkP1QCr$3I+5PNgftf`c_)5@}3>@qqnLh}m zBymDCSePw$xuvvF2+GKhR43?4xPftd4Y}v_P2w2|Vs?Pzs3|CTkp~qZ>=7uZjDwCy z1bJ>DIy}7nnTQTO5wVjd$F{rcBpsi(jg#mn9y}r#Gst9OqP$#cERZ~&@~G()q6x2- zNyj02-w@Lby%8+6`|g2H(T`sIhwW~vcEAa8zap2)sh2m%gYtLNevumc2&j$C}HH%h&BrJq2lB;;WYE5y?xq5pG1ro z3FU-JBQ8vOH+c>Udil(i=2v)J2l3g#;bEU93xE6vmKau;k0h#>0SKUNv)kCa=H~p( zH-4sgce5>MS(lD%DN3Did>l;Ta*U7+8*zFo!*5n4p|m)bEU|MP9UN3b+_Riv1a{AL z?zA_W5Tdow(4u>?dlPKLM@xkARWvm}CXSB4IE3V87$D`64jZC7b>K3IHCI9@#)C3z z@HNIA#lGmxrJVZnDZ%+He=87)g~}Unz%rPO*tKhkT$PJNF-Z<2Cnpn!D5}jvO#2JU z_(|#LlS!dnyAU%XQWtrm0;^ija7aW_^YRbzV3;x*ibh3^?gHfdml49U1b@)Qc79kC8q z;z=J)ezhIQPyp^C`d{l*YX+T~Jm~XUWKm5oIhx88b#GG$%sF zl*}Y#d_RYK?|biO@8^BizSp~cYdwGbTJ7DfxUTCw&*S)hKhyUJIj~QC2_rWnMNvz3 zYpCc@)B-<>qG@BG$KOc5YyOHqww_WoI;HDqeag+k#fsW%amvZg@s!>1BmAeWTuvT$ zbl5B=D<-*--{#aQr<2>n#qIz61~EsMW8zJW4CnD8i=8wMo}?%i3-Ujjq#cRJDaxvP zx5`dE_vrpFZboc|b23Ao;Vlo+VuLkU*;Jkhamy<1UWJ1@-So{lzRjA{AC8niY5m%5DTC~> z>ODuLqL@|iYb`f-ikM$8exVzF|BLR1P0CZho`+dkYzGe> zl#r70R}s{9-HPXTe_@nX(1!hYODiksxw$){nJg(U7JN^VVfx*a8h$~+I5(%MG5e2? zj1B9ok`~godE%!R40Z6lXlO91s9T0hlo}ZsIgoyMd;54ErzBN;J~GieG&Gcp3c;G- zk~Aw`_j*MuSt^2+lm=NbQp|qyU+P+>(?sv^Rb08zh(EWsqJl0`+>D-LV`DR~zAoHQ zDawNlT@bJx>H_e;#oV)AO`CdnFjlZC?JMhAV z3r^z$rV5^8T6GVWX-mhZr-yBG?NKr|HpbUQPqC-o}F%>;A+}*f1 z!R8WQK3RumziZd7+3*Q!)tQAZ^)pN}IU5?f78w9O}zthz%ls-+L zVVvtwR6DRf&kISKOwHWvmtOtmO;z@ZdWlor2i(t` z*{P|?l$n{?-CDAP;@`e~Ra8{e(D1Of^Mm_K4OZ7Ay`Nq0>g2552n@6+^`mj=tzN;#7Lb%A z)b4FzA#f1OJ;W$evuZ7)<@FZJ2z`npSJ40j__E2Q({L-$aPukT232V+m5n8CQdmgeiKvE_O>>^mLktJ>(|rc z@|BI(tXZS+Ku1nq-g0L0*V_*tcAYx4W#gtz*k1T;VQo!MWjubo{6^Hxn+#KOr@EJ2 zUcLRon;mn7TANr_E0o6WJZFC51e3S7cV0n(Wqq3Ip!cO?Z|(*rCT<`bsJ}mycF|HL z!Ek7e3bMP6QBiDR#M**G{##+_%3t*zI4j1Mf?wQCnA z507PA>Dd=AU$TBGQFt}|tKKYr=Q;W^)5P;Ee3j?C|fb#LCj9gmNgce?*j;3qW| zX~WPvG|fex<2?1fJv~Qo6O2lHyxH|t^qf~KxckMchaDO2sF0A55Xybkd-qsUa`NI$ zo5)5M{$jRo-%_IqV8~2@CBu^ytx8*WORqZ0z4& z-?=zCdW!P9cTd2NsH#3ghY%JP=9IQ&yL9Q21oorb zwgkh78#fr+2R|n3y3bB;t-QSIqMsiXt#C%i#_d;+{`62eOGBEl+2#T_meZ$Cmp#6Eb-7lQ6kV#pqq0}GWt|6_w=SfoKl03X`};4A?=)@@96my=O$n-f z_39m#$wTAZrJYq_zWuI#;s=e4O5eR3zB75~iS-i2slLta-UbFMr>Cbgj=fne&=$S* zBt15JRaLt-{*&JtA*NXn8TxXy*ijt-1xUS_Qq7{j}M6v zX`#WvG*^;tHD*}QHf9~Cb#!#BjoHDsdi83wG$k)D1u?T?W^wU!#vk8XpBycnbBMEP z$PnoH^oWUaa&ajeZ}km(a_mjq>HbEe%p-IzE-u%X`gL(BxJ%%31-^?{xBONc^`f?x zZ9vJ#mHuRVS)hch?D_0$Y5X%C5Ka5pT6FstZ{Dce*=@WfW6y~CjZCl!?6x?z@cQ`pbOWE<*GVqh|NOx7h6c`e@7`(b+2fD? zLoO8sbnT_-x3E4P`YoOn_3smoKlp8&Ut%^+Z5G06#xJb>qejqa3>^otbg8 z?`!M#mH~>j{rC}rn|K7UbkJ2R{i?>=iQy_f?Sj+xStsh378e&gIXRW0>$c?G2@0Yo zD>xuv;g;j?7m}aH?hwtA5ls2KRw_y>p+_(!wXjeDSeIW`HjTN^5g%NxTr zzp~Nd+Vg!pJUryijI7;ux-VEgZ1uB`ANA_G!Zn7zt5qE6GA*5+d8J#ba=$Xiv32R9 zMT;658wIy+<=SjrTM8^t)BIIgMaA(v&6VJf2B%NUkham+XNT&)h?btYG*0!Rp6N8i)ah?J6jDtcQdc$MNtqK$O2XIz;*6JPy@5RW2o z52ORIl~cmpulec7LOMDD5s^LaW=2NAH#QlQ>n5vXbkr;HX{wH%9vk54@WilXeixS5 zIXp_+3(L(|-HipxHP1)YC$K2Z5;DH+TQhHwmUeD0qhsckTb7oVhBc)$*iyv0Vg)Ubz`aM|;jBP& z(Rc1-`pkHA|M(%WZ5ubP5E~G`mHB~O|DT~5!;{@0904kVI{{e~6cl1pQ!g4kIwT-1 zt#7mgCGG3CZ_0wem27KiQXX=$;(2^4dgLWNPm4MEdmu(Y%!cWLX^tuFR)@$sbS5Zq8!w!nL8EW&uM z@AKwMoRSOF)aL0K@c4s_G3gVZ2u{ImJmxA{s8){jSX@LwdN+x*m^hk|3r>sM?Ndfr${lvu1hD=L2_aS~NHZPA8Z=$hp zU*%caMNU7z?OnKNQAuXWiTbpA_#fdGvlE>xpc#u2_s58RXhkV{mvvkhwCD(`{!KY& z!ON@U=_#R2n^bXQhlkpCMQ?Luth&6a{8w*1>#}A1c6=*VoGbR8it`*F(9qISK@U)z zXrs+n6kM~0Ao}OeRW5ODrk|S`^bNmzcXnT=hDy)bM8A-fd#Q%$%ImK!-mFEsaBOTW zMM<3QGumkSRL{X%TbmU>AAbAxMKCYnx=5|{yPTXPl$Dj+@RGM>9d8`BJaIyl<6&hO zU)UP;%WVaN#iA?LU(W`$2WPNr%vub>;B@k2xtZ@wASigmad~jIQ$OC*Q5p74G7v&I zrp5=W2s1izWI>3^f@HnPeXi35ck%4(T8m8?zToB){7sPKi4!L%zq4m)if1QJHG*|Lofu3cO4>EXe1;8ldFzpbmIqeuekaMU~jk%62l=6;H9@&+X1D_u8Q2Z#<+S=MKuD^f(z6X5^ zGK$IKUH0kIC-5ngy8wcn&G{$a zzIzvLJb<-TTB>B%l(VEJQoO3CE|qLQP}TC%QVIZkPmJ~9Jg0W~m|Kq+1Ox;?kz@ljNq8Px>~xu?Yk zq&sNRntFKVu<)ByH%-m8%W=CFP-KnaM|O1OtP%WGL22kMi2?)Fj1)7e1&{fgUb?DMg*sfQ0YPW=9D@#gM!o6nEeQKXx7e<_fKD6*ifBKsH@ z7Z-MeZVC%ftI@%OFE^cpE|A;mbFr*US-`8Zsw%R;+r%V#*##_)fJ>K{A&V`bva+)S zMih|)j)J6jg5D=AzHuxeNh}I{n z|CX%dWqfSm>8BMH6%l9VMjA{_O$nTBF7`I=p85mPW)5W!4-F}yW(2YD%~tvxuKM(8 z><%uyu0z;7&epa(XbEAYg+)b~z~lEHJP?2=1PZeWi1yNYhUtbnCbLkm+fmm*kIEBcd=7ov_aRr>eaIYl`3Tq-`RnjC>H+ds%(&LZ86#Aq{V|Hv;b!66F)?A-pwlzst?pxepXKXTaB?!>Ita*+mS*3uFS-W;4;=CX%gSx#8hQil)o+Z_H_63q;+?m`3mAl zG$?XI)~$O`n;k#cfz=8qs|-9h`};c|-bX-K_{Sp$MZvi0axA0&5hm-49M!vyPZ)pZ z=Qq$3FqKuHj)Bxz8i+CLs#T%baPA%+M^Mvl%DahCFHAWYD3lV?9tsN!uiUv4+TCr_ zzO4`{#hSHi7t+ws5Q_ZRs-`7*HP`^}R+oh=e2OX;S8f`5r_OipUp(kIT61rn}#@)RQX!OO47fRrc?;al9Tzf}8xAw;mVcmo_Xj3+y9&!<` z_RuJE0X7+RcwrZ6Br7VKTEXf5w%%SQU|u|W^@d_xN<)F0xXNqVU%&pvt5@u+qc!U^ zp=3ZKI1AWueKGrepVNH}0t)r}_wQ!`CQ?CD9PWO%=H{(i#dXC{0N>`HJeL2VsV)>! z13+i%y$K-P~wDjgcIfL16aM2bG z85V>cD^7ODGp1Y*PVyi)JzLs)@|0GL;!Jk0{Hbog+@cE)u+U%B)OfbO|EPS1rE9&Q z4*g%n_bF!~+bj-I@y8<3kBmFu{7k#gQgYk2DXXh5LV0lE zdnIF8$&9|c3*WbN>C&5259d z);@G-veBL>B>x52DJzKz3He1va=_BKf`UW%HCU;f?`&a)HwY{WDUmBpo}O9^2{#}+ zJ3FK0#R~>B$GlTNmK&rW4u!s9(N!Jc=xT!Zt-?L?vv102@2I%wgmxDb!?#+|OQ_xf z=ne9{5*jj4`W4hMK*%*RGAlubx*M}ar)OruqoRHr%&cGyIjb_3!*_qT|DU9j1KJPF zh?brISno=ZGK>zdN~f8g8Z5Cmemn%I9){lH z@$Ddxb!ha5?#DD!9$Y^s6p4923$=k^$&v~nssPKaPHhzQ+?mSR+gpzNU%9gE5|8Y@ zWRH;R!%t&)Mo$lIxx2|OCMs$%)<}D{`*4R; zlUc#(CFp)O9}+?{v|w%Uc@3RC@LjW|rNw3N=g*&#u048av}GSZvH_u?BSB?j)!ypP zA)zhZH8>bH`K#CRL&DyS%*>s~j|<t*Q;e=r~?M+W-IIb1io9HX3~;%cBS z$L2AB83xcrY$}?2rd_;SBkSuf^0>2B^X>Fd_SPp6@b}#d0)^d;Cd_t zc*ol@tz5aXY}d^@(a}Tb<(+5_ggqHNG&&m{%_~6lK+A_lOWYNJo_D~m#Ow2&{k;L+ z&f*OlHXOCKCJWo;B4M56ZW9CZoE|TkBMT7}o?c#Fo-}h*uJRY*Yg+Rjfdzm8 z5Ro371lRCARQCBY))20AEW;qcrwq?=hqY_h#_qnh{w6%m8{%eZP6ZH$wW8%%42%>ClRrH=)&)1%CP$H~(P=18dB? z!-b0jG!||<)lD7l->IS^?o59L)kxzg78U+f34-?YKYy8`f(u>7%`H+0s$Z3&pZYOj zwd;c(=ahYN1}fE^C#jI?d$sCp`uE*t^5UUhZ3Op1kH|aueW{j~R$F&>u)wY$ejyYeuLr0LQ%dIr|}5*orbJ-TU!y_cBuUKd#(nH+!3;-)(8snhiiPDZ4?(0 zDg^~6>krj{+;r#=DWX@qH<_0Bta^1zx*TOc(|z~|cyInI?)fNu)XM4}K)XoF)$aaK zkacWI@SFuG+YBiCa&mI9Zi6ksAt7f=N=n{-LN|i{^!oK{f?44jFI%;03F;zzLHxcM z6-7eQI(EG$UniDm`;Q-s0jvRVJ3-2?Xsj(`eg%38 z$7dPTEx1h(Z{qY*4It66e*%`|&Ck!rcj5O)cU=* z+S;C-E1N`DrvWVtx_o(QUw=O<7ngAE41Bh>uU{A94ULSAJ4wy6^u_ijgdZ0K+mseE zP<-<(#ou37fX$UbD!#MLRoTVmvB_;9T>=51FJ!>mLQM*EZT0%O1RN!BFa+{^CvGZ5 zMQPEit5->xbpjP(_rp5>m7NW}iyOT<5Eeh+`gx){Lf1+3{+s;C_sv>vdk^2|0~+ zYhPL=zmlGwzAGnOV{MmM{l||1H*Ty%(&GAn_=XLO;?+XSWLv#xy}f6odYKp*0hI!8 z-sHTWkU*FfCtSzZF+0*v@ugS);bB5Ebsp|eC6|aI+m&-i#-1DM4lHgKtQ(Y@c&Jp^ zpq1F>=HP<0wh(>vlV|ad?;aV;5))>g^O-&kKnWwpJ9XvC6+fVZj?S(gsqRSR#Ep^y&}FOj2CTqY(aUvC)yA;Fbi9Gru*S^Y>{L`3=M(X}ooPrggm-SA-Y>dT{~1tS}Q zh3>-pD3U?}GKM^(4m}WNkcGLqA8eH}6eVzO^(WS^4mX(rlaRs#$u%DO9OZ{rR$f=9 zZ*y{T^flbUiIgZb%=$;P5Ht0i-&p_92TaIH)LDQL!BCIS%s}b zL)Aje6E#f3BHmCvZ6>h1fLopxy08P02{dnP6n-N1k0g+>gS~wyU|RjalZ=dI2$#5s z3%dSgb&$!^{x|K&xv9`8`kNq6N$(5+6WIaBpVECHtaOuSptY&vVdH-;=cwbee zK9L(0MV8f-8#fa4TB!^)y8KxPhQtwn>e`E_fj(3{0*jj;%h)%zK@ovbvNKZ5^Z?Ky z3Ya+<5&GvMJXv}Q|8d^Lw`69F2f!RbvBjuc7QUg}(pRUpMt~_#PkXgDc15P+2DUY3 zpP&v$r}a1I|2z>U{qLG%S$#FE;q4xyrSOKRLb z+!E&Hl_BW(9pe6l3vDu0(tJkf`popXbM&=>6RqekZLHNW%pUf2JrYI{z;_y z7}QB3BY>IRI5;jPRGd5juwMos2#JL}3&ecD7#Hu@u_HgdZbOWhKS=TsEa8TyuA;yw z0lITL=B77;S9eX4P!}|}3n;|be|&iTdSAPH%T%}1|E_b!r$l&t6_<79dJK3cBN z4y%}`{7~=9QJKs4HnOg8MCci$=JSGQL(tWzq6wwAeQJn2;MLx?gKy9*3lWMoPAYW8*tnF z@W{|mDe^in|Fs7;!W8MQ zY1;sZeQN{+cFNHq2Pif^aSM6HHQ3WYWI(av<3=F!%XoM$qB}$$bo)JGrQkk9l(@1t zY0zG;AFnU+bmQdYG>7XT=QSbWGxN*P!W7n6O_pOz;Z`xzr}u|E`|3_SBv+As4Ij^; zwKx=gkty30Wfh!zWpP-`DZ6SIo8F22!M1VSToh!8OJMu?RwQ?YN-hC0g(MbX?Ss~- z!p5g5oY;9gD(c`jwu+J;-QCxt=mc~kKimKTR)s|2=EYnKdM=U~Nlk;Oe%-{Zv z;dOsVWbxy0i~08bJCQo@?t#U{KKZhb3sYeFk+9q3_+S{jr~xt`tjMVb!N!ERBWYF5 zMj#zNBb19$!~ilJzHGB=$e^K|hT3+T0J7r~?ZW?t(JD;M?*qq>&EqV^0YU=Ab6crW8M?s09N5cZTUM#B)WNS$pU~~RvZW+7aupP6UZ(?>- zLH8h1A4!cO!D&=*dK30A(S@LPNo5nPL*h|POy{m$`@rKXwm@7=lH}k}W6tka{EfOm zPh=s25?p&{$F*LOzVi986?uE|mk6&2u3xVvCj-Ng6p^|V{rQO3B`#u4l{Yox$ywUm%!~g%`;X)!K~)+W z8l^++{n@-#@LIh?Mckr5(s<9h{3yAe!_8pbF0f*0;X@-|3tM&)=fmUIE(07+`%W-AoC7U$JF*A z|AcIm67bB>=VLJz6&Khc%&)lIk2h2yJUz`+9Yt^ah1p*tDe)ym}aWfWfCrMgCHCKkJMPg4Dh@pOUHab2q<=W2e{XFOmL1THo_-jReO5(2Dq!+!&4EnB%V2q@;oBhmc_4lIL87%&dcfH;9y zuU!jA77HaS5kg^iAm4k5#xpg@3FZ=W37AEXgi zZ%$+z1EueBX9pV zs0x?hE_9#)+}!4xqBE20*t#0CC&5Y-+uBs1x)k}&Zr;Huv`hC&CaLC(h#7kg;UN@oW{GegPlC1(A(%hV%P*D(J z8VZpoMqpOrgJ8wX8=AknIP(2+0X&FQ17t*05aM#8OjQ5MG=H{$gr9t;hZm8!2s9wL zF+-24{DQ0Jldx%rix{C$LCeVR0z4+!WRhU9NKQ&(AY}*XdI&`K_00Y`p6!-TC_gbR zV5O4IgGHte_%!^*t+i<8*^DpotFXjjd9{J}V{us^jS9I()^RnGE(-ubNVEb7pIicR4m?MqKv-EHJ$LS$B+N=u#gUZ(*78l? zArjo}3qjoW3U>DzlosqUH4BS-8UOEbaaRA{8owK05YbP)eqf+L$jy_FkFUKIr4|>@ zY8`)_h|lw!+yb*Hcw!x(QSg}0!h%r?TTN11i1&BGg|}%fF3Jdtd~zRh2AQ-0LPJrg zxwP|)KqKaCz%a`^K_c_=^LIiQarg|xd0jCfvSo|RoZ>h5ag>sai_}WQymK8sCTWup z8%VvufDf`g`K`#I0~+c%oPG+dPBLa59^0@-&m+w;AMnZcba#g>2T>Hhssuf5(8?ZA zyC&l>rtpU0^~-b`t1Y=0o3wg5Oz0x6U|Aa zqJm)($EBvIsEC!5GZ><*#qW_WlAuSJkq#>rB#Iw+{>O(}AVs~&k9JmQkYti3a2!%Q zb=YJBO2qE&?(SGH3liAJqJ$0~O13;anKBtHCz6XHbRC#t7p!Qo0;|f{Lfx_S76!p^ zjcQYaLx&hCWr^!AkCsi!-udKx$JcDv#7Jcf1Pv%q6lk01huKz(Y45_xncv$SxzCXR zfSk3}xVp+5$#nc*qCr9@y(1oz_!-dv-DCdbyNj?V7E=Eu(k}NP3MqA9{Rfkn+wqTx zh-j8VQSh4T&n4lpvSWxbV#S{l?ns@Cr!c0mAndo3|8{%W_B;HTF}uU2otVy#rW7?uhud{A8f7qTY?Er2wd0AT3}T0Z{9-6QaCfR z5DLjNd_(IAJBSAXM1O&;kBeaScXoBRUZ<_!A&m~NhoBaLnPz5Yn6|q|l+(Zo0)77b z{QVD}T|rX+ZM4YmaiSnxG*Ub9gam+s5z)sOCOwtq@P!+4BM7?Rg9qzCtrJcyfvG_d zDU_*qN!n{Dab*M(lAC||QW>~Z1=y4jeyhl=g+*C_)RSB6WOiphPgYn+tVNF3v;BK5 zbyuUc@+!D5LyjJ`ded9rxrZkCk83YA`O`5Gj}{j}iam*!ESvcC>le|x$!*wlD63SR z&pUvq(_fytmW^T0lQ}F%8h(I5^K)Y^UDcjpns{s^#-yUI-ibPkxKWhE=G`iDYrI+MBaeR2YjD|TG);kAT13+y@k5E zA95Qb!@^kR^9XHvUy9x|2%)qPe|miB?>cr6mP;#6jtSX)kW`4(nOxa4I5;xICc&Eg z2qJSiS~w6q$p%A$fNoeizAc;Rp%8nfe}9hw2v?>v&{Wa$#w>VvWA*FTl~{1$2z#OB znS*0lt=5>%AtVa>l#r+itY(oU9l^MsKr&nK3FKQ617`JUgP6K#856mo=sn3VE<~{{-zM$1))vYL3DsaS2ao#Rqen9aeAm=e zIs~r0Jb(dO1bNYUIz!*+uGMj4#cJ{;RDWg#ZDpE(KU}%t+H?x~UC&sf@(i3Frhv0B%%) z{1<-hT721s`DtOb&?SB(^rND(aQX7(P8d}n(SI^Rh2FK8A~6SOHzcx7V&s@mhx8e9 zA$2`cPbprvQpDQyA%!9ZSME7j)!J${FoS8744_1WSw_A6<-;_Jz7s!(Ac~ zalrgU5I7NY?HVm&@QpK&4g|<}<`+m~-YnN}QvF(2!<37_r2Fz7vX?3`m?41;zY}FL1du(BJeRTM_${EsCptF%ldOVa2#QZUyx?KG-??0)K|2BV( z^-$+-%RzK2WFge}kt%aV+95YIB7$AUv1Ph)2Hx*}Iej~f03cyN!Z1+55nnLLUyd3= zh9mxQc!A!;Fvh}IlXa1>H zFYsXmUL=Y9RFbuJ0c8WCkBN==+7ZmI19zmxlAnsZrP{xs4ZT7FVa8}V=LJ~rL>z#S zMNDO{>EWsru`u!)jk*N|e&yxmaB%kmVRPNOC0;GMX;TGsKldf%;16xO0|ivlqer1I zs>wJiG&hWSpF@`gwo31LPdpP7e23bI+b-$jktb5l4c8OY1{$vT0s4m<5kMHi^M?*3eB$o|$>TRC0B^0ig zk6LpbV=jmQR|uwX;r_x*iF0f%CgD@OdZkVQl?TgSKk`855UV&I-l(Ik+Y)|?j3OfF z$wUqVAW(?95)lyyRL5?pMxO9Y@)zbdNYHPyPZ$CYl4Xz8a~9JLWX2b{davOMjuf$Q z@*anD3%E)_Im;lp!=U%Sd-rZeAwB~96MYLSyqb#ixyD!2ER+E`&#{dtCtWw1nwmN> z)~=(iKmYIN@$Y1JVOXSg1WdaWsZu(2+)>uLjkp*8B!R(f)Wx31`?LxUJ821;*Dtt?B5l{tnJD*|2eOsd;(mQIL}~Br6esU z59ZcxJXd%GT`eFNB<%x4M@IAK&z5=Tse?5McCmIGz9EL>wkb{z?P^(w8ATO68a%EW zRRG4gPAlt0q(FD~>tCc83iBk_ii&Ffu^jY0@xa>l@0eLTei+gLRuC}^AwI;%rF^WP zr-;o3n@ufvQlHj{#PO1KK#vz5`|&}2ph!jVEC3~8@wlUPY-n97dgqc%DL@T<*TwVK zbSOK2KED<$5`?D!H}&9;90cZ)p6|iu3ASC2C5^BaVjL>Y&XSO0DGKB#Nk4TZ0wrQu z*EH6qi2QvSP~DjR!YDpbLI7XshdSEd5?>AC2eF~p4M}`XuPE7+0=s#Rlvv=cf%R9A-9==vq;>>os1w1df2tXn-8WfY(ien_`R-2UzP1F9<~e6)9xhpQre z5la-+_y}&u{C2?!EF`$OO8&IopPTW{g2Op>T)@?r!2e^>B1zU77$yWNZwDyoKk6x0 zDQXx$Cc{a598u&@=!$XhjL32TEz&n#O+HR`qQPcAXxt=wT|CjjL?W?Cm1j`^z6H-n2!4b-rSstRo{$T!Fgzznh!;-UeNXIC> z80KS)v;HtRTsE5U*1CFcgU-HQlD$N-g#9)<`4{5V0K*2Fzhq`p*93%a^~nVehQ~1o?=lJ#o}d<=n-*k z2S{+~Kk4EE8=>ZlA+oXf?1A+t;i6AY;b-IaXj{_8YOOEFkAqkG@b2*8UBbQPit!)@ zByhF~G!DiZXl^7M!p9fmGM*eCPYb$`&p{T8tFGmKnlP{hbgbv_yctmX+Mg=I&qCPz z8G>IJG<*(5OOB4g4_)Hhu^KX2A?;04E3&wG2zFzj=H0Uq>}^3nI4Z-XYmbeM4H3#+ zSp4Uy!%MIgtTV`@h#wEN|J2csQF_+NU}e|eMt@4wuu&!H5N{^Lgpd(N4JVJ(Z>^s?-O8-DL% zdSHu-7p!Z?2*ZDVU>YB7eC57NW(j%P=l6*38q$i7FO#Ws8)eVgYB;H6!NXT!D)8&> zgEATVclGQ!ze`(pIv>N6lx8^gpT@`uzn)CzQD%bzEF+_xJd8 zQM;dKOLnpA0mqEa%F+JIp=q>jz;=un4Z!d_05B%KXkB`(q`1go45%$iu;9Q?^IWdVyut6xVK&`4VEy0k}!-G%g&Af)`;4Trxx)f#Lv$k$5XEDRDVrZV8GlkhX%cmnV)^|2n_B~C=&@)*_n73vkL4mrRq zqZXSK;_h>DfLQ@C+5bUn_u?!huWJb3Q+|j+HM_tDurNJyW8*>8pp|;I_H(D>+d@!; ze(GFrxHdJ#p?mh><``kSlfBl_Wism;@37}&Zk;T`(|xTIXiql$a_!etaVqj6D71{} zkd;&a;03wst0|#~;+w-@BjLt(uU%X7P&5n;1rlP{-x#(KtvR9zs9~%;Jfa(Mcv3mS zL`y;T*$w8=`fpMOFkB33oH8_v>m%oWAf*UV2vXn$Naf5hIEZY7!6{lE9v+BS>aMCQ za3l54q7IQFK}`BFQ*hyxL0}U0$6Q9YC#h%m=?O`KTX_||I1vp`5h2r8Nqasv zPz^Z!;>FR&^=XkBYmG2y3NOScP#>?$ntWFXqae8L%by^}sUdBKx>6B(ePU^t_zUfZ zguvy$ggXDM4m*qR6A@wmGG;NaN~s9`ed^+0zVu>d)@I*RbSybzuX^Ane4rMVzq)gD zG~aAV8L$xY;5u`GM>=I5ai%c-#aFp$`})Vjf)vdIC(h8lNqv|ONmB2H&ueuvY&%-t zMS=Dh(=uf3!a!sm<7XD!7?!`3uo#k*P}$?|G3ps;|M>2XM^}pNUW>kaaUe?lHD{5d zFm>HCT5GSjo|fwNtLK9?zF;yOcj7-CMF~4Api>s=zX7eq#^7zMZkVI~3kRLSg9a~r zZW(<^zcQoOwMPH>bT_vopFFGZUwb@%e_G!uozO9APVb;u;2TX*YxOu$m`XC_P31mcM8mzscv_3oJkl2ag(==)sYs~iFk8V zFG$Ml!{v4w{R4}`-T(TvZkA=dD`aOmTlJIihiLDhCeWPwz{8BtQ+A6griOXr^I~l( z_6{g`B;>ubtgzQHs1mi))tn0|li5FbP{i(oN{D)elHu@^6EbV<4>YK4?!R6pb9d~E z=>2rbFcY4gS_r>KfHhr}+({1=R z@H>^UiB0rm-_r|x+v6fmn^^EzZr@blz1^@QT)|+H@wUxcA)l{WkDfDKn9@;h{soq0 zqd2$M;`WzCj-qxSKL50=pxa*jAme5JD_!=SVP^@$hRXJWLA0xTsS}3rpP$@eY%&k- zsQRkMX0^IC?$U(ay5cHEJ9e3aQxYafxK^{NLaj_>bf2$uqHz7BaIW}IFi4?5dBh^c|>?1 z=RJTP=$Ufkg|r{A_M4U>{DY95l2OB)V#c9eyJ*p0a8#E`eiM>ZP%jR+$K0OkSelN3 z?mfxFF>%Tjp}{S?b|-g~&|JJ5X`o?7M|WY$!(c7$BcIT$@37vk;V%VqY@!32y74N` zX6r5tF7O!%Q*qv|O2^pr@x72igBn*L-EaI%LSFhY)oR{?j)I&R5$C>jb3(IEzi-zs z&H%<&>qzq&YaV|KjHcCu}?{HbGlZ- z#MHfnt1nbMMj;&|qgp{GhdMjgY=r8w4We*htM6PyqlUTUMI7e{4H$g)^G#~?|bN);TYg^kx2iGkiC(Qk( zO<;72PNlEPxBc56dY|NO-@K_ep_sbjUCY8aV17i~=K(c_m`NjZ+e3hGQUYr~Ge4zu zSAh$HBS|4F;`8!@=G_k1&#CB@m!dh(q_)H@^#fDR^M&*N$C*wDYIGo!nURxY;CdXN z=NV=vtD{{KE>t+Dar1spdG_ZYCUHef^hPn0JpPA~FOMP-DF#h~cKi12NIZ66RzT!o-XzjD&tPSf zQ7v*d5F`j3U=lgiXLR{z!EYpa+99)`izA7}E9a!-P$bnkiL+}EfhDtCm|i66$H-51 z-%9Bj7TVZbSVt^4*6`vRyyYz#g+-jAXV3bFU;+i;)@#F>}wr zi34SDewQ+)G|AZwFg%G84k1|AqOQ&u2d@$75boiNP2c58O5iWv1A2q5Q3i3+>BswZ zI0uoOx~6;^*;NZfH7Afj9fJQ%&Kp7MUPwsjfJIkb4bI9S5o2<09mXbbilQ*?dJse* zMtix}gWs?S$mhk(nAw1bRi!kJ+#{2#!;GZy$pdWG2e*2jb zm2Y3au7$09^C8j?kI6L3QK`!(Rih*=gZdD`_3EF*){4>-iP&UTY+^Kq@1y!=yZo--{DeRJuAE8vg&>=NCo zjK~Rg<3%Va^Jx~6^ME=*gSxO19~N{TM<@njPW5di!ryQXCNNKwTKKJJ&&QaBaSkN% zfWsZH|6aQs2-&3A>!7NB-A2gc7~W9Dd*T?$6_nCHxk#V>aFIlk9#1yHwIXF7=9^S6 zK6NLcKZypCwK_LdGPethY`xY^%HG}{UeRL9gDr1ZFFzTvejObGMR1GlM}}-0i4;OM$Z((RdTq2=qr2_}9Tu4pbii0}kAxO}I?5kh`fsFfLfEEnL zDLPrLP1s!eh=s*j7_AZcqEeV6)JfLEo#4fHmLn43-0^%dIiT7|EMku~Y~89bzMAas zc_nwCpb$R+UjBL5T;v2atWm;z$WTO1&Nn$jKQJbwz4kgpL5{&t7>yFA<}B}-9T=W3 zhgLU?(^kmz5(b}1{x<^)p5pyp9ao#T=fQg^Sv5rn{TM0z+E7AAuO$8NWteH6Mi>;~ z+-jUIu#_Ae1<~XkN>Bc;Kb)?sJmWZc6)u2FbE`6>O%kNU;AeZ+A14a6xAJ};uSe^a z3X{Z)i4rOV4FwU!4?BeCJ08?D;+MSNb8+17W*eIqa~B>$J4Oqjaf%kbDAn16lcjMt z)?hBghNPEpgbkTi)<1kQ`$12^0gV@l1o)|YRmEx+( z7bIvT0f%!NXW4}Jq4qw8O8NqttQE}FM{gm%D5JxPOyLe&A#Hg6AqIsX<9L)89OnL$pfwqZAO;d^S!H7!?Cf+%hA=kqv1+R##4VW3#>>l$ zGtTfEb%I0?k=I5JCO<{fQxt#!XEiKqfu76=af$`bT6D~g!B8NYtBsA`Olu($+i2RUBR(O)Edju{_j7Q+z{SZ~4`fI+5EYt) zQvo!Opp^r-;V3;CasoHZT*js%h5kt#mh=pHO{`*ah971-u|Cd0MkvK`cz|Lgovy9@ z?!*aqUEokUay&0$ikq@ZU_ihq$*`(fnSbc;tS978vE?}c76$zoV#Ya==!JI)LBLvUDiDfkKn&K}M!k5dPkmn_jXF}VZ?K#WE{?@?Cx_-%cC8|!mm zk^Jg+xFo}j>AJ`CAjT0Y| zDHk*EU+hGD!QmY^`7U&bF?#nFBR?1vwfPu1pn#e#BHTr`05Z>;OsU5gwq$ zp%J?>DuD~CmKWRx+5*}U0NODJJjxz)7zuFg;r`%w z;0(?&;7KXKSz)$BwnE^{*biV!7qkPj===5k_4S}l^1!;K1=!{Umiek{J_FD51-82% zJb%tEEj@d?w20E8?FtitRdA@dqf3Y=aJww%6jxB={_4^x+V=MHz@==UYyqCqEb3Un z_E