From 416b939c5a6c41166611a22ba26df279ef17f3de Mon Sep 17 00:00:00 2001 From: zyf Date: Mon, 29 May 2017 17:30:25 +0800 Subject: [PATCH 01/39] fix demo.py; add demo-zyf.py; add 4 test jpg; rm useless python_wrapper.py, script.m. --- .gitignore | 1 + Oscars.jpg | Bin 0 -> 335278 bytes _init_paths.py | 5 +- _init_paths.pyc | Bin 562 -> 526 bytes demo-zyf.py | 547 +++++++++++++++++++++++++++++++++++++++++ demo.py | 590 ++++++++++++++++++++++++--------------------- girls.jpg | Bin 0 -> 125216 bytes imglist.txt | 4 + oscar1.jpg | Bin 0 -> 1472528 bytes python_wrapper.py | 24 -- python_wrapper.pyc | Bin 1004 -> 0 bytes script.m | 6 - tennis_big4.jpg | Bin 0 -> 55350 bytes 13 files changed, 866 insertions(+), 311 deletions(-) create mode 100644 Oscars.jpg create mode 100644 demo-zyf.py create mode 100644 girls.jpg create mode 100644 oscar1.jpg delete mode 100644 python_wrapper.py delete mode 100644 python_wrapper.pyc delete mode 100644 script.m create mode 100644 tennis_big4.jpg diff --git a/.gitignore b/.gitignore index 357dbbf..a6ca7a8 100644 --- a/.gitignore +++ b/.gitignore @@ -2,3 +2,4 @@ positive mtcnn MTCNN_face_detection_alignment_master *.swp +*.pyc \ No newline at end of file diff --git a/Oscars.jpg b/Oscars.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc02cb84b169450e6e214979c4ffde982ff5fdb7 GIT binary patch literal 335278 zcmbUId03L^8$S$FQ`0t0S(%egw! z@3psU{~~rf+dJ7KHf%s3Hh?e08jLt~-t*#FZ+Fj=-`@fsvax z{O^JIzaJYmf;E1*W$U)>JHQ*5yAc~VeDTG`O<%098oZkb{*KtBwRz8><7dCz>v4UH zLF7KG-?B=!8lHRpkG5z3oY9FJw}0QZeZS5(2Xu`On;bDUvqsw3{`k|$^A|4KJ2*Ny zdwHWVK39CP0f9lmH$y`4QPDB6aq$Uv{5ENU*6rG`F%JBEp|xrAq2pifIqR|IdgNXMtKYWnJC{}R z{GV-xCp_o0Z`|(RzTe1t+<1Q7wEtQ5|DR#M|G%>A|6|zy*RD~-S6^%ZhxdgR0)8#*g{3D)l5bXG*ATT73%|e&?5otT z+$XWWu{D=`0$TWPuH}1@>d^O;l5J3mX7mYaDZ11&$q0%hWwB=lnpQhYpmfbBF7N`u z>%0QLpJJe5ULV)ZDfzpa2;pdcRn$$LN%rMq|(%HvyKgwe#6E_bD}58n^YWGf6upLpDu+odMBDqz4SgxwutH} z^vL?U$41Tk-i<%yUI1@)$*uiQlYcMQ(=1t&pD(bBaxs`Kh#~acBU!HE zD;-l_Vl(U%DuI8j4BwKv=mamKgWYNb9;s#*!gSz!p4K?zHZNN-?cqh!ou;Y|6(_bd z73$BgX;E`w>3JP>qW6O8p96{I*_N`Qk}R`9qPPQpKxdkI*vjZ06f5wF=wZelQdQ#r zxY@&zTkLsYf5FP6m+wfnaOEx{Z330Lk37o^o`@@4yB7&%JrgxnYM$3O1*W@4!PeqQ z7nJ$wSJ=V-dqF*JmD@J{Ta?FhWqy@+^$03q4Y83rWxTcf{u<&puMr!W=u!|i%Cbk0 zR33GJ+~G5^hQNqr00aU#?V69MdKyP!PMvtzHcnsQ zztM=8-{u+9yA4Sz~9I>pX?4z|HdL1|cj#=gn! zXz$nmL00(=iY?E8qA)?r&L%XkGGWVaYVVK9_{T+`OTRL*mU7Y~uWQ$zS@JN4Vcq-I%KY-| z>i^<))6~}4UQk;3i(6{`)*3sFl~{vcL$qOZOMXpWcq(uaZL^!J^b*p*d;Us$fYq$t zBA-Ay?Rw4g=vHI|qZ(Z5-xp}|s4jfWA4$)6u+$?neALrSPj~+(6_dJ+tfk#e=F(Zz zTEWuO>RrDj$5b?<(WUxJJ^CT{_bIV|QJTxU6qKP)3u}m2^2YE-_G<`y zWyhj+Ic1hJ1pSRa?3~}bz(Z@H?)uvKb7uRutUl$;(rqSXje0AgZ`7qI1*T4aWRLd9 zv41(1D(|L06wd#Idc_sqM}vjl$)4iGGAa5Y8R$G6&1m*v&0uhmqO26PM7Z#C1h0t{ z1<}B}GBx?YH8BkcVGzYg8RvQSO}}{(ec)Hs#rWpnHAE=&rFw7;!P19&1)Iz{8mS=I zMl;LP2+%c;elHJO6jTbQ*ARc>w|+T&%bSIY7mKj5Y|Kl2B$l|z9G!5A)PpqgHmv(nI?TJ=q9=@-YvN&#l7AAZkxx|5 z=uIn_k|NI&xankb-1*e}pY&G3&Yc@o#svL6 zQIy0wJ&HyuPQWMb${rz=atK{A{*VgO%@I{+zVcDCQqPGsx6I*Tn1@*kR@(3}PA%~q zk;n_rec_e)(wi(d2;Q#|dgr@x3AU;Rm+#(6;&t}tK+MKEd-bT6$tv|qfg(K*HoG$T zehm>5l93#{h6oCIzA0?6-YfV{_P#Yl7yc(s+rr>6lvaS7dn?biPPm*Bu}pP2TQ~Ap z-4J>_s2m@8B4_1s%dm%cg_3Xxry$ix`dTjGTe}y83>DI9CBro7xM3^q^L?DG-^g!& zIZMgV(@2bP`RTgvXmyzd_&445Vp84I5oRQpnkl1SeWA3#P}UIiRuBun3g~B-+p(`+ z;`ZIZ46;LczJj7Dp#s12V4P#G;BXb(_&{yMT`51pX`u{GVPFaW`Y+GvPHTvxMH=ek zyLZ#4127|zJJ5;V@RHjv!t3~f!=5WOUht7&6%SL35_s=eblRn=5d=@l_^&8Q9%k)u zUGeu~+g@=;WAXN+HN>1QzC$%y*PL3UaY6rBbW3L^%)`D=9ulh2{+!9-mE>S_b=EIN zO=}2rW6}2_PY1nF*4`-BO_nwE|6L^#}Ln_Ix%$XvUWmkJ_v%9XZVj>yus@+$q*}`#^c7TCspq*yIu&dEP>4m?+;ZXH(v-Nf*c4-9ZbfM#*BII3%6J7n_h?3 zd6oZ&4@2Mn-Kc09T?x=s0*X(wI7dzhO+#%nw3Pd3MhyV^SVPFY%7q^+*8$gis?NxP z2$&9n);_3oSk`7ls0*&piZcl(&*|2RZ_{l>)CFR{>w_GJ#Sx~B`;)QaUFtjC@Qjxq zd7SEWyN>wc@IVmwdfy(NAE<52y z8<2s^f<~+a1O;$~edHEba#rvyn$-pk=0P6#paRY4Bh-q5!kGeD zm38^0_@i{un>(>J$5y1qlmT;sDF9}Iw7#)gD68<$GRlO{l*3Yc?gB%__0-QFCfIW# zp|PhS(7b1ps2ny+jHX$cODRQiZ^BTq$sL0bmr#Y@R5{ez;Kz`Sl1;=oMaT)&IZJE? z3%Wyg3nGXWybZfyxk_M89KxonICAgVHH10(!uB0QwG8)_onG#3K6_l zB~z7w7CpOog{h*WwOq!(^|7)zyJy;%(ziPGx%yw+I}1mLaf3jmBxc5Av8C!^67A;- z15?znmj$R&n$aZk3&IHl&gey%5St56T^71Fbrg`=|#!ar}ZNR+a$kBPq0P07Mt$O?KH@1PKu@hd}3)SLpLCAKf z?NX5@0J(Kgx-(_E%5C5Qyy#t^2aT2*s4kcfmFG-jGf4pJ#t}zLx6df5?| zMV@$jadH`~`{x>h>l`kwIO|BP3x6lr*RASd;>mYPqcyOYwdj@W{r2$gHx0#cVvv@}qQ z79O$eLvXO|t%t-&Yg1+=brGWFXe3)RUm4-dY`GXZM*uO=695MZPS(B+NwqqZLbtPA zx}Po536~J-G}G@w9vlx=PT;Akd=Y*!d?B7%7xh)xh2IO2oUts*qXPh`DFQ*Bc&wcy zCOt?QwKSW(#@sw4xJUiFbM*eaPq&Ka*K>IHN*WiYJlBloi=bG(87wDU$;8XB|2=M< z`=B_sOb|1(hPbtcSjLk+*tvLn)OH(*Gy+iWR-6chb$-88*V={duV@tZfhBPj5}^FNm8*o2T0O3u&f$UZ%4V1=Gqn%s^FM@CYou>G!H; zzG+TI*ORX(VBJId4gS7S&d06jYlz|f)>5%`e8e(1#P5{>dB4lB_G<`SlT4}%J5ppN z7#Rr`%e`&PYB+OdPgL+3K^&xgwyLU!rwGF}1at16C-y$xiLnc*F`^Cx$;_rcsQ)09 zqCz-RsXH@QmjF1z6w&~%gzi_=xqmM7n^t0J_?_$t@`x$4yS8sZ3X*6aa9CP5JUm7z z$B85n7nI-+Va!A+m5hsG(xE?vCvW=EqSzhW?8w1|yO zbEAd90^h+L#ZI4Z9&^V}Fb`{%Y{OMAhE*&~apa=NLVt0$Py=enn=sRZ$5)&mLU(}d z@E&UOV61lHZ$0GmZaJ{aQ>L?gG}QDJsvmA;1p~`@mpyKC6-}PDb22>AQXO01cqz^k zk4wa_A$EEv@7>ktURot9$I}y3LTYmrED?~Z0SIfx;{tn7uX0oU@Bbn2vxiEWYOeGvl!t~B6TJ519IQ3%P>A1r00 z;#e(#_w&)}GXxq5!h)PgHo)=kqp=cl#F5c zi%Tg}cn|%N{Sj>*wp`DvL`hf-ZJ$#gkUe%N?p=Z=M``?=JqdQ|=vyP!c}C*c{gvGd zP9`emS*=F$9p{@OQU$=B{sw$6sHp^Zo-qgUNbsO`e$q3!?&VjV;myTEIMXj$HSv z32YIF5s({2MEQ!glZiTk!2@U^qJ@Vsauv@Uide4Z+f6W$(BtA;Tu(XweGi zU*t9w&C6u90~lWZB`AUbZ{8_ZgAdE#@YUkPm>)mm5lq|FmZv8L%K(acQ_C-G1HjSO zME&JDoQg&fIU-DXk&LOe;;{T$CytBJlUw}EY4>azD>Zif6QWn^tSg8$5EswTS*3HN z-o)n)H`<}Jt*AWspTz*6qOT7mm3O4mlTGp$AmFn=^TS`hW ztjm9$NjOT59}FENE}jj1MjV8f_CWOVKPq;@FVKaWl1Z7jE2~^z?p-GHc3VLHeCQ-Y z#q+95ma_4`!EOLf&A@a?mZ!PNm>SPD83Xpx)?W%udU}tXHAp8)n!^e(+Y8Y@&wh*@4 zUtXXIfXEY-qtZpv-Oy!+tHgiYm|(M7iX#=99q^pi2mty3v?9;!FD-f>Ls^FBAyKul zYT~}u$^(6kgo%HL#;63hhh=Zl$S==F4r`ZkEOH^)P@p(|sOcT^5w)<`{k}08WT$vL z1#%-0L`$UDS3PHKdB%R`@FTH^8UfeU^r{Gw(jd#a%M=3!Rlo*6OkT>vN* zY8w<1s6Vs6q6OBj{tpOzGpC{`3j@3UuVt8;t5Ld5Dx^R46{u_Z)j>q25kT`^reKRt zX6229petZq^ry2yLZnicTBRl;eVOP5pk1J^g9zjl$=(F%H=JC=cY>m1t~U1^gLD*e z-sfXMu$`?*-s@CwivUYK)8#gQu>tamWd`r-&Wl|`?3eP-0m`95eoI*B z*JtA=Hst`$8W)9zCh$*6;ib(NqQex_pHQrp%9IuA0XFv6)Z=RipA|1qDkuN@SSQ3vk~bh$65- z&!aOnlIpBOpA`OpTGa#i0F>Eq+7U4;LP0GDa1Z}}_e!b_;eO2z!oBENw=^2ytndZ= z?&F3a>(K3l03jkT>Kz-x=kLdv$cp(F?gL&Up|*-=3;{0;g}sHBy8*OD$@q>ffsKi+ z`IYvZPuj+uRkDHtnh;&>=vUa42fce=OGV1c_wENBWq z;&6HgqD&21#wR&(ACJ?N7M`XdQaR} zw6OyAm1W>tcv>i>Z)~|@h&;W1OqnnBwQp=KFcV9W#x1gzh@z=rC1pt7s0~~%lruk? z%sTlcEEl8e%exbnw zU?0%V`lLyCvyUYkodJ!Cd>zKKXe*_*PRc@|hFTWAhG65{D!^uB(d;6Ycus1=lzF4$ zEu{PiR$(%I(~wbiB5yFDl$+uZD;y_{Y}#Ctnw6Yy%6Tz6siYKU~liX(6ehw>aOMBXvz?*{mV*Kwwogev=vVvp7yedcJG5 z#lYq5qlhOLm3T|eFVF}Y3yl>3qh$cyrMP&b+~eLx#}uW3?f?&)PGkqK(}bs z!xfGoN@jY_oYQS+S8Nw-c3VRn`}}9&-Wb|mh>KF-8{;X{s^@}Nt}(-_Oniun=iaRU z!plh?zRSdg@RE$2VEQLQwKs@;po9}V^dG#*W6RasLH3dOCd;Ja4p(T&zTrgb0TpQa z*mI2X%!zM>8cAx)o6x;Z$xEJvvCnCdOg_ zcMp-ovBf6XAcIo#Xq+O{;~5_$xT9+bQMr4Yv%&sLzXO_^ed%}bt{RV{AQHc0prNTe zzhA?Dqt+8gHyRB>lt;xTt5Xrnp#w=nwDXp{onII>f)(=%cBn>Us#e7-J1r*0sqAk3 zkY}8ES;NR)MfCc0KHIL6f{6~HYlw~uP7AL&QsgnRVl-Pn+o?cB|C!BC3l&g9;4n;e zpBSGlo^H&-?{sid+@RK*$aQNSQT+ixOQm}uw38P?BI=C7?4<@|r`Xi3sT_f=iodMN zaEn;70>aQZTv2`CdU6OfN_`|gfqo3}$qIZCan<;krzs=;xxN_WCHmgm4R7HD9YD(g zWpOeQ?K|g@OMH`?5Quhf1KE|bhDa+-p}Q@#=3R8W4b@QlA(|RX&tx;vD1g`hrrN!| z&>)tewxZmDSU>O1Rt zQ)KLD@Du8@?lX>LS&)DlqwUs=nU#98_Z%5cBF7UY^=gYnXs36&JgrfDlDW0;K+PHg zd96v*SlxtulcE82q5j;ls+Y%8Is+_vw;V>Y7}J_?=-$cDQ4! zcDP5vRfMxTt3AX{xdj`)RdrEY*&;~y_7`l7q0IIdHbFbLj`@8})?6>ID4Ncq96518 zRm2ruW~_G5b_~%hBUZFGT_9HR3;?6M*yZ8!AC% zHvmUO(yyKiicsEaUPC;|T?9vKYN)Jmr$HaBUkWkKzwWS6`lZEyE@fkcf-?A-mif}M z(fH>!e2|ijze^l?`XYP4ax6k_u|okazAPh%MNc=P3P;Nd?J%HKvTNQ8V56=kOZeV8 zQafJ)K2Umrg?S5f{-4Dy#guTLY(MO}U^2A}a8x*7s;9Qz;*x9#9dq5$MVN;kl3u7U)1f)>ae7K^St zH43@sSm6!*eC^7SI;9xtWU>m@5L;5OtPCziX`zDcGj96Z%rF#TKWjQ`x|0)g&<01; z7iPt$V^HhZRl*EgF@0rpJ{q)p0Z#XTxIdu)a2lby)Ru&D7UT*}I#_9S!K+aBapQCi z8ja>6vAAsgm7U&~=s%bGrhF(&mW!%C09Xw?)hPmgUZkSAku~R_wx8jCf6n~|+a%7M zZXd3dSs#o%CS%d2%ZMLX}{E_yA`O3jx9t>=?ILL+o}r+(API^{ydW@dBoQqZ=#@v|a70vb=BX zxl;ZUPLb|u*@rx@m%LEk|Ztg)UJP{;6aW? zKSEKCt~TopRlV?0_3|!zS$_e{|3R&ASrE)*=AWchsTH8thmUL@&rJt7(txmj?(GYm zJRhXaB*80lIvoU-%Y+&ErPKBg@WuuQxL(Dd(l_^_4_kTcZjOR|F;TJwu-Y*E(8F|9 zBXy6ZOaQeCsgeT&L62dV7=M8S>_?Ogj5HnuS)(sQ@4o-9N5=u3pNjs#)O;HPV_zCkr*nc!>elbeyNe;A1ipSrUMV?0BEb*3p~C}1>ijs z$GY4lK#3?~_^k9Y&@CAa=Tb+)w|a}*BBrZtV>H=?vcIgfg z@^^!KpEu)QiBFxdoVStGij!;H7S-Ze`q^q#CfhU{2$hFb{Y;xcjSz~hd5{6bxlc5> zDo%wqJUnx!7RC24DBYoO)6z_poMdh%TfIrQw2wP~xqSiY76DTVRLrkXGpK)&H%}+O z=}uO8O{(Y~J+VwDAXqgb^cIqp~RQ21`Rfh zAa_|#5qfD?>A$;JbU)hqK07$0u_mmU^WV|c!DXoR`Lj88eqHBt$DUp`w%(d-t3oa| z-#_L(DSI;Qcee_AZGNI9vC|~fy7*Cl_25!oXF-f{2H=+E=M`+c z=DYdBO%-GDZnbQ|#&-Rlx}$_e8!@XXT(WX=Qak5reBHvtm?(efM|5FftY*6Qbp1ik zig4e9&5v-GGVJg-pLi*f1bRuOwC+gUO9^nc@qg6jKI$sC8O zAwGRKbLZxWG_Sb!@MupR$P95Y2}|=HRo{gad;c&taJ51Y_qFC}f~V+0c7wSA)mBj; zYm`tJ@i!*VX9R~DJ`oi~6zUO&;2EE$^K&L0`^Zwl$&gCpKEBcBNm%rJnwx z8ryZ4oN)8t!;FQO{Z>tnxf&^R%CnbP;eN-V#A}0Dw7e&wK|Buz4U+_rZ2%;;R`ulz znuzlJIz^*YEcNL(z5T?4Lt}?s^{uu|KZj^}mZO;7c zi-FVRSs@aQBRT0rXTXcLylb}eW&bX$>@2uE$PU{dF?Nv^D_*93oH^*_Ij5nw_I>4( zMsJji;tB%+hj~JnqM2#rt-Nb-^O-8YSIOG^!y&h3OK`^<&6BuOG7N6HNS-8)Wqa+s zR&E{@rH@N%_lQrtO-52@u@A^3=e)*Oy;QN8npteU63pn|*Veum^IhnE3>scKbw|w# zJL69csoG71b^8+#Ejlt7-<5!)G@hA z(ro6P8({j~-O$e4Q%JSpznm3UMk}+hG!!)=T12lQbkwFrFZaWN!#hq$MZdDb8df69 z{6pScbKA^6(nvR`Hw=Hr1@j#FLXB88-GbZiPMmZ}?6bL;j;B)l6tQ(O5r98wj0co7 ziY`Z|h3J3!ASyuaFlLw35F4M@6du8HUtCtxd}2=h7(L^so!aDNM6k|SLl6$2Avu6Q zT{JT!qp`$i)azm9pEQ^3@=|y0p-+0qGYoNXjd&uMW^*Eg0rO(cmE0YdsVWL9FtDx# z?sm89Mb)kT_PycR_M=qh$LH!T^MP2D(4aqj>K&^<2FNHoE*xAvEW7q(#}%F}X;vxT&nyxvnP1L028Mrn)xTapaAzq+$k;T3)pjS14cl&P2t%}=g-X0lvY zld6tYr54C{{go6smnOD{#)o!>WpAAw-;MS~ zPF0F}#bc#mp%(8)(Y~BibQ6JLzY;O`#C>;fy~_z=LBwh!uCQpONR!9#o_F}$;^1jJ z-u|L*b^PLvN`!tfNgYXw5&qOe_mcL&Y`XhnB~wR>fzy0RVL%FOW2^slWJ*pOo4~$G zmLHRA3JAB!AweR*L5ap+c}MP>ysVVG@b#b^Ar0+>hq;aUGjgcj`&M{Uki%GcTT2ju zMXMim$emigy?l?EZ%v@PwXiY*(f$Lk#V#X{t$-!cl zW{Pn_=i%~kh5NbtyGC6+6uMO-ff+$)k=oBsCXh27j-JZOD^PJg!jiub%+?x;@Cz25 z(fTA;QO73zR)I_v(7k+ZKBSk%npWcL@yDx!{rj5a7(z#TI3TO{+dlj&pIzbX zZ9NcaJDS{0F+br;W60h|$hu(#phT^%;Q>n_PdayOSW3OJcq+j#`^)3)r;dq)6{9SU z2;L8TpL(yDPxyt$nqv4i&g~o9HHZue4~z~O$)D()Dp*Oz;1pm`DgKq|x7a*BUYO?x z)TOYZ4UhY@ymE&R{+990HRDgln8gF3qhaP(iBmOU=?n{iUcZ(E#=%}EAZ_B7ribo^ zZ=F3(?RW*IEATvAA;en5bltZOqx-oB-M4Aw8)XGN+U(!MV#|Tv!@HyAJl9FnbAsP+ z_yPB&C5xvsScQJ!QWmX~@t0SXSMJge&1ak&l$pC1VBEz2<~u9Hbgz|+6EQRP{M>&M zZZ^G-nDFO(fLE#M@%=IQ<&QT)hpPJacGB+W9dQ0DJ=;8qhaRTeN_T1`-a-EnxBH*& zvb8idX<^X!0G z@CNs6i#Jl(?5>A4XRP7{5K=8#Zw(Ms?Ne1EGwC`(>>Ae@)uk=eqazhqz$Un6^yXyz zjt5h?qUkE27JKN=Lwox5h;l{9hL@IYi{7^$E5YDh9*j{j{gV~E%Ug>&;62D;q30q^R1FWM%mPhC71ZZkf5=aRWvH0w1At2M42BHYASIhU!bNMch$UqjESjlAdkbQeNi8op z#E{g#9{5e?Oi@u|D&|vRT;mX|`xG=t{za{7pFdU@?7oEO%<^NQghISa<`Oig`=~4G zgvWBqvP(LP5KK*0(wx{cm|LhBy(!wC6isQ2`xw}h;3^!j6S!*vM?^z)U2x3W$8AA> zx@-o^PLhH(ALfap;gJ!#d}8V3TxQPg4wi;Q*(E~B(X{)T!6bnj1ZXz1B~^RZ-RFRV zS=bET1dWY!chG(DLK=6iJ_Z_V^{xh=OwA2?2=Oh9p@RNW4NfNLMhW;&3!5i)eTKgN zWUjvEhx}!MI8{5@DQ?MhPnmkxICJ${-%45R7(3u$i!eiHi7`tx@2`XXF^JsB1DDC18 zE%~7S;TprsG^kD-zfZYc- zOh(Y#eMLvkcM1vaPCy*Grb9 zpPAp9!VFczOs8hXi<1t2(U_TLpS5xUnxNDSM^@`cZEvp9jJ{CYTfMa`&KGN_rJNZ< z3@p9MM*%G{IgF!-rSJLHZcj&F_dzd^qORbl+LM?VeO5EY@$!m2nJoyDbv5IU-2Xtc zROtS7&b7o=o#+J2c%skpxSG^B$54=}Ql=g~SJ~ICI0h01pgT20A+)m7C*ld76tQIK zvj>&?fqDi054fS?P8~Uh#!LP5nxRGqqn6y!oHTm7!l?9+LDigK7}y>nDVP&*lt7^Q z%|pwv5Sr|u)<8$Y;3YpWmuO5)hiUL;jH^>QG-mF7Hue%U29$+98z2@vhK87y4O%7z z8mH?2+}i%!ay1_)L$rSs)Kcdad&WCb=D!qFn!5s9f@}Glu>%9eP=T{!1e>eIZlQB} z>IPH$EFY8@+vzVuX@zEUq1R^|`_+ciN-*~I^o(weE5`!!lo}w^xJFy93V>iXId;-r z8Pf0-DMlkW9%mhMlq?x7&D30}+Oz-FP_cvs*yQt@3Q`G}x5)h+rG=#M>Mc%Jt=dQk zRjXB15Vv0Nirnx6)HMjTd0n-XVV}O^gwkyFB|=rhmWmYr*4n{hkP1B&CB>g z9Lo{)n84shV)Wj()i|Li2>9R8~>URc8H*E9`i6g|ZNf zD~MBZUWw;)y=c0S*46BSm*`YmKOP2T-N_Nqdn!8k7uWiYnr=uGsMaUyo*(>c=yLbY zR~GxySdAQopNxq<`J6KMn$$4$jjHp+ZEVeJR)9+UlIh0AW&v*mYxe5(F%7>IkUn34*QPS)3UjD_p$X<*i>&?>r|Xn`pdfrmC2q%+^TzY? zJ6hj@rVJayD27ib{ZQAK5uT4s4U9Mzj2p+vp}+kINwQr(Qar0HygnZHy$~`uU71vM z(4}cw#UC*U^GiLH72B<6#kAx~abcIPc6D*jy~F*&cLI$)!ma&aiO3xhI#^&uBBSDr?>xt241zaqwZ9eWLZ_7)cJ)xh%&P)x+G*VuB zxIZVMC|uwV3zQpOclJkllv^stczswV7+LWsX_mz&2MJ>^^#+Fen+66FkUS` z#Ev)#ynPf6>;A1DyGuc%=EYAK#{VSD}%CJsPl}T{G!|AdkUD9vc zCZ!PtQ&hS_mwqitdf9f~=Pln3qrc6kjfk9s{vHg?e(Uf1?r_ECp@Q#9bi+qkg@u8* z31wa$xGxW9{TpdjXE|v8;hv%5NUZ>>@re&~)o$jPTS7nTz^Dr9_Kg7JZ<@1E$5+Fu)=ee%N! zdw6x=QzP4;z8)L^dt9i;6_f>Nmi|#x!Iwa2*T+%^%nHe`lDI0oG2(UZmjnF#Fo3a)aK)-uH1Zd z=1gtnqcNvpMUInUIGEEfriwoh5~2f~-E)`mXvQ}#kLN9mB6z+zb_bqoBqOa%QjgQ2 zJYU~r>^}u^B(bbOCf_^x$ze?K>!p|U&~D_^K>Hq9gyzd?;-Zf=cjV~d(7kek@LCeB z=eXk1iQ272OxNRtl);7Oo_W7jcu23tyt#s1_Qnb8& z6Y1a3{T68Cl-p1R-;%l0(mibRgBTQa|whyDrSC0Ld!+Vj#%Tdu3Ky6Q}k=(e!Hgp`weN^_(Nzu}iqR4O+ zDQxQ9*v+vlzqnrJoA?~R7lZ76lhFeuFPg5r&$ka2HOZ(lMkOkk^ZS^NrX+bwcZrx5 z`ow5XGidRIz7bx~&YAY-sy*sKGMokakmb01R#g5r=@!hL|M1Xy$H(Y|(_Et6=;}{J zmkX06O6Zt~l^g^#c_FhP%BRnL7tf1yT;VJCe06(pDmU|f_`!K zd-l*XC(22t-v|2u#z^_yHJq+2o8Q}WXUpGGOO?-reKtd~l~CIvm@Wr;+3awqxX!=h;Wa~&%|)0`ny^W^t@(%!T-1qE zZ%3`yp{3Coo7*exQrCWI_9uFBFWsb&#YGDj!IXB`#EETD7`qRqRrqhaIyna$s)sv= zcZNm0KOX}|JxBa*H>3&u!o~7qVwI#dc)@=GsH->^c)-UdlMC6rAdz`5fSdvwYI}eEC9&%+P5S0_N3rycH zEFN@dKNzn6^@{2|yTyF@M_K-LW%66h=K9vw-zu{YXy0fF zS~SA7h{xWsK(zhOZ`pgA{^-k*-_lm>`Wx`EyG`SdGL2``s5FBbc7TJbgHQu*;bWsg zcP{CP-Cq^*SE~;z=|A>duD&vF+$NC!9=N*1Kd^P9#f(Q)A_ zFlfZcO7cngu4KZ^Ii#`1F6wAvaztJ-no-L(3XQ|CwT6qFaSbA5O@Wv5z=@+_x-w;v zN*p(ZT`6WB2_gvnp)n#q5zHus#0^IuUx0dKPK%hP#{Vbna# z&3shAGBmrWBvrhr-9LPVNpjEs@jWJIO0*zTRu?8zTL>`YO#}dfeGY~!9{gNRO#PSm zBa~P)khfZQfUjyi{^xP;xYdo!5Dt8DE@XxFh4NewaE`>QL%V{GYak{ z5iod?&TB&+S*!NC-lFe9$j8<02?p#C|GdJ=Z1*zOuah9|M$r(M63Q3~YI@ zASqM#RxE>Y+AzL}q@RM32xjF+rNh$QmSe%f1sM*k=?v~rk?HNOT-CRQgE7Xv1pKvc zANgCVu*PYfVp)RkDJZ~nzclhH$PL=W#fDOCuKjtV|2 z(oZ|+r?l!(93m4=FA@li>EO<&Qyi9pHYJMkc`f{`dv9qZlJz1auc&CjjoAz_>Zk0?i)M2h-h#Q0E6lsZPn7`Q zcG0A`-(l?*=G2EvU-uD-)I9kzC#b-S}5@~y}KdY0UBZdgp-!+ia@Z3~7Z$p1j# z6dI2Wg^a@opUXf~wTX~q9>0L^mlSx_j_e=DpyUK)5g|c&#>u{^%`*D)iT{hEFAqyP z-TUr2b7q>dWvbC8Ej^Q^rK#mQrpc)$m&|d}KoONwrYVTDsA!^`naWaAM+-@q@|2nh zBDo+b2vcq)lDQxW0;x&4AmRqZGVkqs^+#D<;`Lj;%V)cv`JdCp*<_4kD>U@r1dHHj z`2LkFuvs+oJ1>?Kxv;35hdV1g`@vY)R@a(YTvBa)`&~t&==KWZJ9Jz7Nb#ZI{RM~0 z)G=-j&4YM0c&W=Ha3&vQ?5yPSoi~m?5mY={Ta2E_(o?dJ&O|h^I1k22s1}8!mC&xirC?PU#zB*vp1JCMrh2aR zA|4iJnIj?Z7wB#wwAA~WO^q0sjtVy4i2j9oCV2Nd;GF%yaxiaBn_0X*%&f6EPmm zvuPK40hW9T3kW2LNpLE*^{nSX02Q#1>C$E2}E+S$SOmY33l~7oJTa(-+K9O+%MszLl=O+ z5E#30Db#_3pxpdd6rQ&5sdM1uC(nDXJuI9+L#uefq=Y0CjlbqF@Bf{dq)NkXZMY=_h{5XvB`Aie}F( zvhZ?`-2=s)@pDrLv#Loyz^#mAYK@TrW;w5W!HJ+ z(P?g^kfH)@!+{$&7YEesjkrGTb+Wu1ifZ8G#J2X2Wy zLVN-Qjo67XUX}`qah|IBK?@`bJ5|$=?B-xQW)9maQ8C75I;n#PD z?>mnoh3T6kYXtsP5-Uu=sQcgRNH@QnRwhVWXfb}Xg>ofS-~_oUcM2~tuipti230dx z%FElEb!YT^(J=`xzsW8}LT*-V`<=mGRMx$rWQCQ`_nITi>iy|cOlS-nVVrqE*S9l| zcsv8&n}(%(B<0L7_$Hxy>eGY(NBjzI9?>GM+KC^7vMWm0%*j)$XYFz;0EOfQOUtyV zOXRmW2}8ql^X6!zF8yNrOvgMy=&~@p)2u~ivt&4@AG!qv!k_5u_ZmWa)6pNdd!9~y z!_w9Q%f(eMX;)C)2`QX*L7J0MoVY*aMAvI+PO} z(*Y>-N6c!>;wYgBKoXr7mw$V>6bumn<${-?Ih!Y=HsD28Jh3#q$6#Jw_lIg;IO~OU z;t=W@2K@|O~7KqZHs9bKu3$?mGLxp`Y{o^ns~2N=hworIa04Swjd zwH98JLcAXmztEWrSrK}C`cn2xiOVbmQ7cRH-GC)pJ*nKSF)oG1GObc;FX(4ulSBP~ zhIIXZ*(=ZoLF08);E5w>67K|GV8TJQ@<-Jgpz)#eKb+m>+QsNk=Kp$p>BKBBgj_P! zQhlI0fID2Tdkaa#8XCchR}2(I{*QKQwughiM*zYl%z1w?&kDGBKzfu%lxa;%cv}_z zBYt0jiF0n-3hE&jPNe9CI}Obxi6BXBt?zwTMH@xsCeRo6g z5x3K9IL_&)4Lhv5xhxA_1(hyk3sL#rDf>%3FoP*NTG3CHp%?x7Rpk6hWBm4}s5h>a zj(7>q>EHBybPXj9z4C1Fo@JQA`90_dr-5Ih81C?GRq61⋘3@t6XJr3fo$$VIJSs zZV2C1ECWC;GmSUAMo>NTk`?ksX^mdA^!sa zC?Ye995_n3Mrfq9aQg=Ez9NhCrpOqF`C?6pG68hLZYrN;RFS!%M;HR<$k$)SXl5Du zpq~}^_=WI}tJ7BljAYuBVSv>~w<0tOmmpo6zuB|5C#1+Tk3%dqH(A8c*=T|s0Wf&I zS*IoUF>NezdR~GN2RVsj>Uswq=AoE6o|0gWXXsBPx+Y$qVEozGW1Cs(Ft59)dBrkSB5 z$Ucz?C2>hr`UaYp468xUf_bBDv*^}jjKxgoGA)zk4#p`YkhS1N-6y@nkr(hzYB4^j zVWCgtxG$=jMz|ykRI>ZTG$xTJHmNj3nxZMO_pIV`_BUq_=zoc=VfQeCTH{_Y6P=(? zybhs2t`fm~n80w+)?VixSa{St0Dn!JdNcL5(M1*`&jQh6?G8)91izUzfEH;OFulca4T$WZ;r`%ub3v8|i^mu_8z z>FY=l?LgCg zKol*2zHWAfiZAT9RUURH;C^`I<<&vhswKp7xzJW9vdp9O7=6(QGG15_Zz0>3Ul@)} zBvlrej?H^YPnu>4s|cD>fc7swYZ|7UeZl^H#(c@bH3RKHsWSoj)uRtXD{G(ICV^&=v;1` zPMNz8JG=%MkywEI58Dzi-;ao6J;XqgqlCj$=0IcAo6g38T>J>jViz8>1_aw*K! z#|%-3&~FJQGZR=Dc8>B2FdvjW*38>&BT@N8R9{qD}#7W-Oh8|zg6378)wl_ljw z!mS8C6sa}OCVrqWzMYkS=TYeFWdAF?E@fZw>sF@m?dLTkMHaS?jdPZl=d4aKzW#gN z@AuFJt2SSMKFI1T4PtIEC**oSiy+30r`3lK6OWeE8futDo&HSgzzXxIy)zMq#q$&X z&@rBr5i;m&U-h0bUnhJjWu+D*84TE4uhO7j7qgv0gA*%G;C;29#vda7&1`Ec^1-0_ zFtWuMyDEN6hLo9BGIn-v-N`EE?i-z^J||q7MpR*cq$m<}lxtpUmo+KR5@CHtVYAcL zh=ZHxY4-O%_Onti1DOa+Y8sKVP0A#^Z)oG_%uyzvN3wVyfttrsfa=eH^c0W$lreC> zD#`ca>`IO{Ci!;vyZOXW&Xc$S4VUtz#7#5y{@-p7Xp3C zs2WExu}_uA=9Dqn1sY*zFL<@*hEKEy;$4rdUMcxNF1wLg_4?I>4as!frLTF`?CUa7 z-_p*$B~K~~V4^hfiqg_Y={X_v>{%^*-sAw74I}YF2JM3d^QmMs=y9YRwc2!o&fM8| z@2$y&NVuIMH(YN&>YQ=M+qMYhjUP&z>WYk~gc76Qfggy$$tJ387$0 zN72$oFxZr4&+-(f4@1g}OtIioCI#ph+35^Dbm`Mv$N1)m4%5GeQ;(tED!M13H{KSB z2}IUOc5=m>5=-Re;d?cNyhl4Uig?9-;l2ue~LV^wm5ACQv+33cjg@W zYQ_0mwJy{po9{9}WopurI>Te_6ir3`k*oD1iH2@0#rPC#Q|Md2`3W~{5*+KYm?xMNeCWSadSytEb?2IQ)Yf+pLLO81-)ojWZ3_kzGUx)YP_bfEYCv7wLX zU~#C-C)@e$PfFWwsZ`n`aDpAd0HG+Z>ejzgk2!Iq#wtXDW6x zl~KKusX4I~`|H$R3&vb&CDur80SQLl)@XIoW1f~iX?F^Gi;1RF0ehpU|HUUwvJWEF zGao-gh1AWG%c^FX3_CQ)vTH5`!%M=m6l*IOoOe5Art=+e*z6XYW@HzUM4ZzV4tW{5 zQ#?21+oI=NvJ7S_sAFhuTXWQ=qf+CaE#m0Gy2}7xvUQ!;^RlquWq$fF6eshp{snn) zNNetMO1+~4t?)f9;#+@~pj{rYaS>vcxTrn8<_&r^%cHFb)a9TAj9@8SUx#x%qfy$;HTdI0@~dffH6S!WGzUJwj`9uIUz2>UDOozOop7=rVnGy3_;No!yQKHNWh7F~eC00pWS%5~; z1O28X`cr4cX#Ub)*Z;{1e`5wDofmy5Xu=%G4Lj4Iu62%$3!R%8DE2z|VPrtJg&pMy z0#dmTjraWy$P=x1s7*Jvl#z#daWSzYgE4Zpn7@0_f#&EbEV(G=xnWQ`lttqHL`nKo zz5cHpmtoGf`jfQ8q3j|xUBQGC+M4_aSfHDxfB_R-zrEp8eY~6UHU4DUgnX3OW6A8M zJdLdL{BrY1PfcBgYY&k4k^Ql2l`rBGzHHV)wTf02f2*a2c&*~J)sI<*>pfM>Wk(i@ z7D&Ucc^KJmFg&G~hBm>jN*LqGFwFMY*vLhqUrOe+Eltn$Kl{aHE2x^gBUzXGK#!vz zv`(yx`ng!+!(p!75ZLp2=c+bB1!~FQ2oIwjFxZ9PGX3~!0uFD;MFn0+ka8)T*j8w# zNNlN%1|6FjJW+Dw?uG2G1@x;gDYXk;9V{?3U(EjjbFm~P1(A%NdSm~fPTrxxfo1$! z2lx90M&abWbA$7HhsSe6oqzIsH{`@7WU?Z5EL21f5yt;WL({Y)ieoNH3pTt(SzZOZ z1w@fam00cO>#R9_RpKgdOHThK>{Q5}slgeWj(wz!f+aUXTIC{`eACcf!~?yIBeNab z4h*bbdR6g*J4E}l>7bSt(hNlerfsnJX%b0nJnF@lJ6bi1Oiyk@$E=0hDZ*AD!JbKy>AnL3pQ0bV0WJ8OH*U&#L zDXR-{80lVR6qm|aa#2ShMf(rvYg`}y@S4$t>2wR^CZqSxBUeFQn(+sAKE{VI{jg7*v; z>;bhCtvExKr0WXUiZ#kj5B~HrXec!G3y?`U(w!k6c)8qd3xw5b8O{CPp?fj1mg#y6 z*)cZ7s3-w2P3(^gUww$JP&*GIq$idx=3F~LV@=t(0MLv}Zlu9>UCc}}*e%>T^R}j4 zZS8ZZwnO2{>ZKb(qS~zQrA-t@?ePk}Rgbm9&;a#R!A8PnAPtvtn}ZSjVr5d=H(0GE zkBf9M{gb{F@xZWUVJ_!8?ZdhrQ;Sb#nMi@uB?v%i%&T`%7NM?AX^VR9oh}U2hvuGA z+N>TMv6j{|(VxrAi~GoC-@r5-8PBHgy7u&S^eq!4rD zO1w}>dq(dn?8<+|2KfmINKUUD)I9T$cgdEbH@9pf9~Y*tai{3XE8d0pP`0;COzvO5 zcIe;b^&9*-%y;;mRMeJ+&^>ex378S*7bRF7=q=oR&lik6cg5JbR*RSu6G_e%J@d^J z-ls<@PA^jf=_%e40(nK)b`ra>DG19(f$t9#HGDw@&1(>imv`KSM;A?;-9yFq)pRrdr)*JE@h%SDDHKO4)yq`nr8&8O?qjRPj( z^?P=DTH&Jm+@O~V0T@dSjiR=@sS#NBvo$%7R^*$yt7fjg(bo)fcT|V|pK`i~e09Gz zV&Z_oZNhBNzejbei$Ndz8d!oUD%HRPULR|3tz_JI;;pxPq5av`w%k3>d!B{p?_4xl zNLpDyO@;nMw+b-5%?sB?DCkeKdxcXI=%sUtyyZ-nO+z)eL9~aq*gg9nXw31b6ZGAb z2hI6_#$cWe8mCkh1wDzcz{(`Cc~`0_EXA+ST?|bU4Hr3qD#5_Mj)yX0%aV>pb82$6 z&JQz((~iA2-g^_5wm2G9D|LQzTuB}pp~F2KUr!W1g!xODIGB}NTvGU=NPL=u8p_i? zJiWaGMubdV8byBP8)v~9&!UILh}-}l=ayNTnGe)jVw2^3Dxv__#$=UA%M+MTERmb! z<#wpTwSHtwI90I$zaBU4k{h+9DUr<#IYs%k#GHjKzFG%1F+6yEb`Y9k^fBnzA4{ze zj_J%8+P)z`xfy`(PGv~vnr%DrKF{BN?1S1hBcnIqH$$>Iz;MRHY0G}BEM(KYK>DJA zDv6VrmK+Ixp}Xg|ak`@Bb6inJPN{8SOr{^^;hzNwbi*Y@Sn5#q|S$*XGs zZMF=#F*UJ!o3{8y5A-2wk>Ucc7r&6tATTErX8vAxIKE!h0omvqG-0$=lGE~;G*4kE z+#Jr6A~}51h?F_2k4l{sgas7N&731v?&zC`OezSPGH#D{=l5dd&D1@o`LNdC-^NFZ zw;q9c7$t7b@(Bjn5Whg_lzqoE4f2LY>%{)jYasO66YRe@)7P;LdN1uu?6Q8(7O3<} zjm*vEfuJSuBXDd3z6%Z#Wp%zIeqxe`cUH|vyz8om4i#{1)I+r~sl|Gy=^dI+p%f@- zi$J{S1Zih!qqu2WW7X%jSmHRLv14~sSLd~$48Dd8aZ65?YXO3a49ut{ACQFn2Fv0< zO{#>#Bpa#9F?klMUZEEtf5?!@f{{CBMp)Jt#sV()%CMk50mbbeu~6~xetUIF3ijs8 z61kx!m_(ZJro@6pf_}Ba7W&>++$S)&zv1xQlH$ceO<3&o!j&Ag#IRYtzake8CG216 zOusCfW?9hoH8fK$#smGKQQEim95J5HU0{W*Kh;Dm+pw?H+bT7md!b&wlEo{)#Y~#N$h?)`K#94;WKYBS@s*E2Uf+9k96PlIIoS^JAbI%(CMv#=bS)*} zo{G>cSc(v>UJua}ogeX)WIA!Y66jZ+MFWg~jJAY9&NmUV^vs2gvU;mNn4S&guIxH? zVCa6$uXUfko3gp|k1pPq*V9A6dS&w;!8ZKd7zwI+d5%re(&lu4;B+l^FF<^3OT2-nyUhX-#Z}p@DtkFo-}iK11MU;Dwd6m!0%d!DY}8q z{ukvc>&r>62k+)}>2+BoRkqxa1$2ovY>yADDe=c5M6oOdOPX&4Aa73&>Py_o=j2&F>qT2@J_Jy70yl*6p2|}S!g~Lr zb>%o^pk%YZa)+xE;LQ&v3vqb9Tc9Kd1<<#LNB`^*PClWYo$`wq{y+&L2Lj~*r;gqV zC)^@ZZ_#_mIoNWRQ#xc@^ZU8U!V2d zeC$mCB)Zc-jr!n)r>9sP;!zNDkwD#|RJ5_A(iq~ttKr4%ec8M8-Wg>*XBv_iPAR)E z2!6uv((;@H9YLn2YY1#)xIj&Ko zy>5i}KbhH_rm&3~%R~*l0r3GTa!`;ah4V7=!5^Qu4JJJD-V0@xdJs7+7=f*qIz_6X z0BH`H=iFy&Q#Y)D{My@UqFckQgVi^>zC`5JDF&CP{YJChOBnC}ckAiBYZ%EQwM7a7 zp>zazZm<>Q^(7V>UX}p+{gim1Ma4$OXUulB*>tGB&t`|ch;$l2$GpjckP0jmY)Da;lM_-odK#l zE=cqbb4?2_RJJtX(rKgt*XTgHai-b;T`@;p%j)Sp;me(F|M2E~i`t*!G30>g@Ol6e zqYT1T)yo*?w|}n-xgC~PbkJqzTRqQ#7V#4HVyRN9!Qq7(#;ps(zAjIvo8ZV`^Sgf0 zj@tpdf@K>HNq}Ai#znj7?T0=#7(Z5J#fw%EQH)Wb%byzKFE$abbK{Mb3@6OoNKks+ zyPmx?43OdXit51BY5n61#H{C|ENBVob!pJP!gL@^B(a z4y3ww$Vf~n3*yEM2D0Jh;D7Fvu4#}uAM-8$>=~NeJ9GAaW@xFRt#r}lDBO2+pI%@< zI-N{0oyCCJFjNhj4ZYE0Shf^!iA5@-ueVMp!Fy}tvL``a>UaNw_WzS^b4T@Riby+2AxZtN4aUTP6n`PDRv3q+q-AaG zLf($58I=VKoMoGVAZtwGLQ)XgSs*r?`2n~6jhTB2(1|mN+(l;k`D>OL`S^jKj=EA(cKlo?A^&6x#hQ9RKL$A$s|5Dl*3gq*mz{0~OL%wk+;V#uW@M+? zKb@Ac$!QWGr;UEw@IPsy=&VlNjC7G=+mQho9jjLw25pm?DS3NKavHtDpJA*qX&*&DNn8Kkri_?@p3yA1rwfNT5>T7!ea1? zUV?K`T)}JIi=SDRwP1O!(U%Aj5n~{ZlI1oBlNiqV|J>_E%!6}hSQ-?Bga)BSNuv)2 zfs(SUQf&SjenVyXXlV-MA^!?D^rZRexHH0laWK@7FDP5|Op@I+HYe(Rvvf5D?fktQ zFX1ZDE;kj`>eI(FmjJX){e4yy0J1w+$XSw>>Z4kbfLz-@Y(v|GyXEOm3nTcb+%veU zb2&eXGmYQ}K%d1qHGX<3?jPd9zz!TwU9L#ujn?e2K2HKt zR%U-lzf09BJ|isnUI(Xg2s1cBCiSCFn1v*K2i)LWom3?gf3RdU7$EikLb20o>Et^% zx!W!D%J2?THT4_t`*G8gQ2MsrEp|=QXPUuqsRHuLQ1IvCsU&LO?~ zjJdBOt9X8Rv*G)y1Elq#6Vw|ja!Wz85TZ*u^B^S%vM{tycL}08cMl9AQMm!1aC*nH z2Q7bwW;em|AANl>mmd)_?zn$AjrLOv&R?+PqNlZynx~2nAH@&m9}K7-iy=@8%PI5V zAb}Rs_K_dlobCd>Ex7oT!WBlx-|PNKcy-cC{OJ35=;GuUFD+tTR2j0+?X47Bz~W8& z8HMzRy&m3iJLV2tj2_ngS={gQ+Kvgmgd}ojq2HvSr{x7U>*>pqT&dY1S3J8?Tn7?N zmSU#vjmAVHAYWczOq3X>FwFT6>XNP@Mc(*@=T~12e=PYw{1bX&V%gQ0&_zQp&pn@) zS=Mxg$oS85ZSb|Hi8Aw%YUprtVaQ{BK*?hBA-U%Wcwa%EwwU=78VgmKZ9Wa%KTok- z{}+vZJ=<^5Bbeg&Ojy+d+z__`II%?q+{;X%wr2IL(7oIuWHX)lLkc8AB6*XzYLKL} zG_hroxUBZX_d z2|5OFzuxSGny$WV{N;14nejU&T`cjwLcHUZjWd_4P75@ZF?Dhv!vyQbc}Rb+i$nSv(igVWp09<^ z>>3UJwepC~WHfoxacAsk+J?T_1e|z#(HnxO#C>_#NPA{4E?e z&uH<3+)s94l3O^on?#m#7wjaiG}n=h*+Ao^{c${08{&&LmO7Vp2hlGke!`YRi8#V! z?^@3H2S)hl(EXye@7t??376&AXixVTzmEOk6NN9`S6Z(~U?fuhx_+q5x77WxTY$Ba zz9)0*f9E{R?xepDl%+aq%5eas$(mQzf0^x$dP=Eg77p`|Y5sh!Yhp-YFsyL{`U9#r ztX9yMQ+TV!GBx}2BZ%6nR^xw;MdcUzl_&AD@rKW-0w=?2G7=?&L}$;KC!;EuYWUYcQ;qfj6aqwKZf*J3CFVXv-`t+sy zS;RbuWP7tuHmucP;u(*LffXJ~P9a8fAajCQA*bxyl=G6Nq{gE;lf{~fbkcy|#~G-F}102Tlu5suKp zVXah$v`T(>?a=A4O6SCiWK?l|2Krp-h)KZtjNoGgObUoJ;d$Vv^~bfW*yjtg9(3OO z~)^u`;)J1zDs>W_YL}h2@d2I9sIifaa`J-NyqFd zxOv$zK3heQ2e&kN#6)!Pns?4kTR(g zu$08{3KP7^OTYw24r$PXX$1w0^~zz7;6l&M9(1wyzTYj1{7o*DYY~Eq4LQz&g`t!8 z0%EL(q6bqbeJ|h^p>8-0kqdg&R^w94)_lLiT3nAf8T^WQTX1|ZOaV8gU-V}u}N7um7cTI07za;(mNdB6FH87E6Zhm3pEBn5P z>TvR+pI95Gz8A1ys_-PGNSd`D^%t{9Q&OM-SWXa6bAr^tua4T0+(NO3TKuAvdaqu- z!7o+`o>BlYJmOt)f^_7#Eab4OXVi6;-Nd#DA10=5L}&^OpO!O!MM% zlj1pr9Cks14weXdc7@h#Z8*Y9&$w6Lner>mwSPabdb?W7pLj&7%)r8ieZA28mQdgg zk1x$041E4tzA~g31DLp*{@*Auq0{C!lR4*ksr!q8@mz0niXuL8wFPuBu}&uMB5inf zs02?_q(rhXF+3?%d`sE=Y|!m>A2-hRFCf*&0nv8#t<|e{i|x1NmpM`%)Q*2<$!RI0 zEQK_-FpaS46ZtU_UIr;|VMt9YncNDm_b$GwwW%t-eYXXed2K|Pe0N#B#J5FinUCKUq z3diSi3(t+f=j02vntmSu^vE7OAa1|j81nZz%VzN9-|POBMIf2PAqe@xFBR4&f$scn z1bMfzMcx^eb%M7dwvh+?y{uGUy`fu+>e0kPkA5o_quQUi(Ixvq>9R(H@VJ3q42d& zWfY2na-j*4qi`*SnWCm9)0i^4cc*gYj|@wFCK`jbRMm}|o52&#(t zkuaLztBk?>@qO7oaSISNWfp7V25zXaofBYeQj5{% z7=G1sOADLO)<<_Ee4b)tXoH`1)EWN0P*hhq<&K#Gd4d>oFvZJzbz4_|7m>PcEIC(b z`w9+SMcoUqa*-xZV(lP?bPoo^siHYn4ej?}=EY8<Wb$J;NmCgti-?`$%R911<7$ zCb*9Nz&`3azOraM#GD}ypDVhSCH605Iq9z z23NpQK(NvSu!&QNLO@3+NMheCX#DkCZ>6r7wIrE8#jcifvBve7jFD=z$K64MtmmUE zKyT9PXO^Ls85JU5eA^mhv02QVP{shc2)2!f!hY~@^gX>aqjm$m`>Febi>9`Z^KPDs+B0#n;hOuP+T z$s|w3m7apO>JZokU4bPP2#lNzkn2DKyCZ`-JC4m&`NpFY+HNG#ZNyHNAvAZVy)?Z1 z6%gPI;ce6jqDkcMA4L^GF9yr@oIs}+GJIbv3Spix{3(W@6&#SjUNkV7_(SNpxc;r_ zUB7mpF57t8 z`vC)hT`>#>$4&2*LFg2_tgbep1kYS)PR(a}8yE}o5)E+UDFJ%tVz{aW`l@ej@;$pQ zFNwz-L$-n=7UO{uQX{~hI&=;dd|w~+!uxE^Tj&_~f>KX6KwV`52U&=(;7|#*yH36& zh=U^aQ_u+0SJ9>$87xq?Qm}2pYFpQno=Qpi+F4{-TEem&`0){?i0=7N6Gj_vpO8rN~Nvpr=`b6N6K&(1jRnGh17@onn z<8&~q!NHAc5n4Wm8nJSW;`{m|)2RTY(N>;TEVYaCnnmxHzEI6~ChfXz-k# zjz_iw6~XE~#yU25O&>Ud$Tv^9hLjeZQo&v{#p`mS^8a3UwivFqYslcGPs{}ERG2Ih zP%I#(0RDsQ5s;8&T(@Y4fjk!h)XKF5~!~iK0)X0obTAk>gxmi4G{Yx zVBCA!{T~S5psjbm7)kYclRO8T37$n*VR)Pp($#JW>1uPb4B0DR>^FT`ewfukhJd7q zW)C!8J&2+vN9^E|6e2~@ifW>1`p*Ren8=uUYCgi z$IoVb)pf>io0k2Gd(Ac)36}#!WtnF@fF`UX(R0}Ua%0-L|Lc>SFUMf_ffo*)0ybV4 zcf-QhgJLaNfW+RrVn6!PWJBa4jb@na^Y(?3zvLS^F;`mS+A!8Wh%_l%QyTP>I}VO$?R%tZbC&2#d_%-2HgmA!nsFQ#y?kP^=N{FRiM)( zvYex=6MzJ|2nv4ZI~6k|XXeXWi!xdFPlhR&j+eO?)Z|G%^18uC?O8-lF1)e{9Ot`8 zrGl>TR}^P1?fQM=dus*!R%Mhc@#JL19l}PBnB9k4oAT%|h|K*es42S7fZQz*&;OqE z7)#+}n40z7X4;i@&uO|c-ZYycVJm?D7&*Zx^1U?9@BcPK4j)YW_GZMdf+c@?D-`IW z4QXXlIQ&TwO2%T`i( zZeBi3*G1B$oEdk zdpIKl%UO}Y*HAxrq6v&bk6nyQv3UztFWtoOn5abZJ;Vw6rd~G7bJS_F1mt>w=mb4; z30chXmwBm0cbGkYuX}K7S+tQSEiC6Sf%?53sQmsbYBce!|5es;N_f63X;NZ~=P78=L${5Sp z%>=VXz6YIB%|(Bf^e153o-<5>7B>HmvpYNM*a<|p#LO*_&sK~{$|C?zUT@Rk%D7`X zhzj55(9m=e>~76#>#sJ>c6PSccc3_YI`lVSmttafWfYtnuD8pVoHCA~9SL;_P#rM> zNS9PVw23?(Y1s7c0_Lr#^zU_&S3vUJ2FBKSN}kK|vGD7SJ=oeH%N9AY1;|*28ILPL zAPUa|_v@>nRs3Myl2A>o3_E+b*h{_sFT&Q@>&YWcV=+#31ucO@Fu*lR%6OoSCaKnI zapSDJqz==rVOybi#IyVfNHXi`1FBHK+!3<0>7toS1rJHV2}r3Mo=t3F0kUImEwp_c z+pz~S;g!b>-G&m8yxdSbMVnofI!bDx0U~>nT05X=4Y@qT$Qyc~`+ceN`lCM$UgEPk zi#iA1m(9tEj}FF!;>vAEdqKuu8~*shS1(&EXqo7$Ub>}WaIDcFR2O$)H;if{x|{sS z13i~6vu~p0T_!=?b!g>*MSag${Ch*nM&?h$G{LUy5~|(=MyubgGAASL^rxGTycV$L zoBZoQJNUnZc<>mEq)@ylTSHf=axy!UVXo&+>rYunl@$JR{;La~b;cak+-e`VZ+dW) z9Hmxd71oG9yQx%Cm&h(BrN~vVW?Mm+Zx4|ox__CNP3np>du44k%)wDZ8*@QX z>y?(^=}W8xczMJWv?M16khd{FE=PAMe&jfS$BrLE2R~m*+fXJYpVIHnr&8H0d@q}n z4g|tc8gA=>;i;S1L%OLCwqbu#fnyIZ)Z5Ky#C4WW?@XpK^LwtLA%>-rD(MtUe+XQO z$JsMqiaY#lb30z<>{I*GYr6K=-$02Zh$$HPhmR$35)GVn2+iao%h4T#c;r806E&8^ z4=m_VTJTh^fR(ctU)&cXpKo#n@?P37BpH*?{}=D8j|;{}@1Kq^zh;Sfi$e`nD)0DtOoEh}E4@u>1q}xL&yA)#0)wDQByCeP>oo*wlxi z)KyrK;(*w{81;IfMW|~rND#&{)R%~fo_ssBRl%(W&hHRP@?yYJ_6Q)liq`lp#>RHx zk6L)0c6D;DHv7sIbhTg=U9p1MH}IOehHN)B;pMU@cxtPzc6ig7sW!9NI&)@R}!EG<1WHtCyGYoJJuW z=ISM7gW5}<^+EM2#^!Cri{V3)BlX}wYDwJ{AYWAgSOEBk2-&P`arjg*+xkZB!Qcs7 zbT;6Dq2-i59YsOkY9v29+u=gzWp^D&KotU07`gIYc=@| z1`^%WmgJlYw__CrAyg+7Ae470TP`)KND4;jXQ20F;<7#x@aS>fz-ZGaTy)8TKrftjSI@O zt4T}YMjt-DL;!)9|KD>0+3kCr5u33zr*e~=+;?OwI_bHaD;0=D6@*M84p#g-B)NTi z==VvqiHdJe)qLhTj75JIw2gyou6v*>LAs)m$~|gA2nZwSk|+@`S7+n?H@!-`l%RIZ z`2x7{K8zgfXm{BZg`|Ze{^4i|$-Nl4?Lm00b>ySWN#&^&kNvm2Fl%haq>vAPIvsBM zI#5J|EGQFdqWX6y_aRJhKrv*$-F~Fzmm>;4Pfm4MSjm&TRyghGj0n?HZk)L~!*3v( zms2;SJZ(!HUQ4P$Q>&vcIXR@++P>#q3jGdc8E_}fEGuI~(H#sU&um=<2)&CQ$w7U2 zE1bJ9ICpUUOf!&dSp8YFqy|gIQ&49yPH4HLFdC=O2N7S8~SXvl4n-@*g>d!l3kC; zU;W-Y-d5ovPDjv?yOLJL#6f<>h`uV&G)M3hN=(2 zM(US@5@OCA+Hi!Sci=f)qa7-+7Gfz_b%gK(VKlLOyIl});u=PZ49yvWe6{RyOT6{J;{$O?ieYjv zvdO_Pc!p-9@&Z96OXfMKrH067-8J^`Jul82qK02Jg@1|(QRMHx8ThuBC)4wASnvQ( zY7w=u8KiLmeNrNgp4nM;xK5N#GTZpZrjLD5M~^rw-Doi};ZxqM_e^NHF_mjklHN@-DxhOPvklhz2cN%-CZB*uz z6osC-{%*4KO2v0>p=pY-*e0(>a?fdVoI_K@lbl|pS$`+Q8fa~|HYKfk(w~Lc;stwq zTzdc%!BQlEE4{!x2e}qNX&}P0Q1S_1ug))99#0cK6bOOOW=k~Y?qlfIc9WQCD@e9cQM;~kDnA&}e8*d4hrtsfY%Cl$TS4!hFK`c`^x z6Yn}#w4lo0$62Vqk(OiyqS(hTl2U~C^gQL7+7!8i>MZR?W*eN14>=Jv_-`AApOhl_ z&y;Z^R>6s)RL{i}3=M2DR3LzGBm6&(&O9vXbZ_HxW~phaajH>MQ_rMXxlX21X?mK{ zQZpwLP*FK$ZV-~WC&HO2vvM0XC2`Uzw-k_EkQ9WbTuLN!0TTpL({e#klO>jUAK&Zh zuP(1r{QaKiyWIEZPQ&ab1$CbmYkvA4ZT)&>-O`Pwh!flL6x1If+eA$;0F}Z@)Mzf= zI-MIbM0e+*Pvql=YTmv&oH5VDj9sIZgEPUI2FMf=TDU59(%?s&4~y|8c_9_uV2FEV z$VmeZL+la|R-u6boAz&A2R(oDq->q@+-u8(!)Pagm@A4hE|Pd9pWY4{o6K3D1wk(cZkaeuRl#K>ob&t-6nozLUw~Ky zo`h?puGwyczO6~0fBVU4H+SDq$K6@;FoFAAd1xAdVZH}*?D$Z^%JS0K)lLhsMS!bG zaW7gnz(gcp?FFmBc0iFJPp){b`}&>!7-D$feBr@o+Q^k}ni}fp{F}GAn!$A{<4Ud) zN?f+fnpaiz2vd5AQ)X`yLVyDHK?mVB1T?y>@Cl@`hu5RIq`1yK#zuncSv`H_iAnCZ zltZ+EVThd8PX%0WT5hH7jUK`eDF}@ltOW)T-QGg#HuMZ|ye!*-HR^Bh=2C{amAujd zV@W@l*%u)%!qOe!XKsz5G7^{mD_sO%sM|tb0F~;ze6C&2BcIMlLMPH;?iJ8%1|b7D z5;)6MQ?z?tF;pM32QdO(DGZ&#;)(E|u24JB3spbSt9G7_trm9kF0rHRHPFjNMBR)A zOtaudo*w-0a}(q;mkxCv^2dlsv={41=+v#L=vCa~i>pyEy^&@ZBGHI|hwo?Y+0IcH zaa8aKZnmRUO^O?v1snxM*ymPX&=g36-^9{kogvRQfB0Zv)r=aj#{e^r4K57CPqgDABGSXqMC&A@8(L(6b3Ex+jk2E-5sH@vldt}XTzqx)) z6a31wrrh+PsT;B!fezlNg}odVbq$CY@k5J_g3hp&5`F__zJqh$+%EnQG zbxLGlc{!;w58&J47dW8#`rpRmk3yCbgyLW48Z;bW;=lB6S=b05e5L1s_QNxJ_u3hr zX8q_TDE$|kK}iGM(F$6N03!J5*^zp&P7p!=hCgx`Q?~gA7UVGS`?f`xWHuL#*t^DY zN#~9B3E}$Bwd$@0E@Qs-Z( z!Wirl8G8SpFGiOdO9*`|jtobyAK%EmY>9LuWeti!>Z|A!A5gsYLkV0RG`M885~+lu z_-qh3PLq%V73HWIc~Rh0%;6N5{gS#7;_@X{>*!|9sD@C~c+^u~e?r-CDsa+dfB$UN zW{|{Uvk|=qxV3y&=g+&|4*Rb9+g2?NhY%?BfdHQ1Okf5+Bnr*;|J(~K7}*>?$ay&{ zbtSE9_*($|0SJn$gZ+neV!q!ws-72`yCicByU<38xvIKZp^NyBnDEZkBUjVeBz+OS z9`Meb%ur$Kkr9!RD7Po-Cv&O#loy0S*BBvn;}9PE;m@hA5=H#VH|+B1h?D-EaXZbi zffa$Fj__o()yBi|1{n6v(*KSO3XbkioxB$tW_xCetrZC?3K^5O5aNQ188RFZq`(^hqwPjjo|j7I9j1N2bx z2dGbqu<9_JAg>B(mXF<@d^(EjZ7afcki5D~8R8;>7)$C}gdPwST6q$-!h%srmeJsn z2}`KzJTP4fX5V7dRstR9X=edN*>JQq9CiNmF5hhxp$V6P22w;XM}Xf=YC|8^=0OxT zaW+G7*tSLd_Zrx=sIN%Hpr^sL&ljwP4liRaYmx=+BMHbu6}l*hTnn7HMGZc|Gu#7J zSpQw7Mas(=%eS4voU%WULbjq6(5I^xF(6W=L`4|a@QLzDg+Jo<*sFqBw-O~vdflzb zY)YAb*?6;GEAkVp2r>98*DM3GVIXkB`Rrr!;<|6{kvfI~v z;R?S7d8izYdI=mQ24dJoXDwjdrZ_qz-;eoy{@{}7WK4+Atzf1CT(vvFj7{p?>ZA$y zRki7F&XeS>sMDg^la}MNzu_00ln5}tqZS&blQ746V)R^Q*|a{CB5x%7YP}#z^c49* z>9OH@tK|cuv(*3$>$)=CJDiS^QTbCPLF|#stwooxWrjsiK$F}+0B(iz+!xwZOiTuL z+Mm`Qo>dobh~Vj!a$qQ|K(PB&b9B!YLzw3QsX*8^@=DFdOCA}#p7A1)~3-X;p z7%jm-o5D}T2apkdHSAqQKGviwWNb$$kSVXhKjvt6#VT?NChJrur|wj-CBJ4k#M!Jx25J0tzV-X0#n5NOI`u8rTl(8L$Ze=&%cJ z2pO)-nd|Ed+>JXbKixw$em=yst`752gT0uS zM9mp*`s#V*&QTVYCX5qawmYutohh&>iW1X9*#JQKoWE|c*gNLAM_#*{dvM9gVY#Nj zKd`f(OUGlRDR>2_J1v|k4I@g(ar;dcu8sIr&yNe(xA7&u8lPIKUoqr!>F>vZ1|f4c z1~@IzTc1e{64*O%7e|s+wEdObUvHh6E-inEJOm$5Z=A-^b}|Uh`CaANF??2k^Z z2p{&j+%eSBa%Y5_6J$W0hM@(k_D?=u=be20bagzcBsv=70oSdd`ygw4)Eb9B3 zbn`B+qkTyog=yq;i_qDs-^i+xUei6qUtiUCkNh$qC@Z7zwi154G5{uv(6wLlrX3Ta zWOkiN_1xW+iPOltJK_alTLb?~OdSsC9THh(5S(>@Xv5US0Q5_O@V%qnuIKT`>rJH% zD*RYT8*!i{u!B_@*fzHc85n4BlpY3MdIzBK8Ss9^#kZmn(ya|oGhW2G>BD5ukg;Sg z9oRvn%ZK4#i=r7~puYkq+t~2%&5Vq~TpFz2;}I&|s%KYvAQDk&YEq5Pyj`*M%FJm1 zR2Bsc4L6v+Be7|Ifb2qauejpQMh!fLB5GqmSA^=iFp0cLO`!7}s*;U&Caem;UxtDj zn2Bnd3|H#=+h{m}0Tn~JZvQNlUGB(DF1$=|s($;9&jVt;gv~^2k`?x6q zD4XQi{6+1)J=g8q)AG}sfrsE*;L~Kz;=oNTbuC

PhX)f6!Y2B4rstrvcIm8d^>e zViiRFXWFJCjgmK?J0^b~s+Mc|o*N5OdLDHDRy{Gav}OojlIhp4s8Dm&x6q-X(9|U` z^?{Mm%ChCgOZ-yOv@Qu$7McHiA*_!~FPKtH2R!Y#`!(71{#x%hUi>1LuP|`kZr}Q}=9YmA`U@gRr zytN?W^ME63{`Z#H=BknIN~0Ceim5>Zby!w!MTR+_)!IA2zQhm%T`{(ks}pvuL``vW zJ+0D()7=sWMEr77*%AFnyk!X}p-?iU5-stHbsBGx_OiDWEQGSlgp#!@Z$zgyM9QrY zpkW0kYJA}TNQ4}hqmFI#l(@@c7X%vy18q9MCuMj=C_4g^=65RaZ&YL5rW}!@8A>Kv z<&*8QK10bE*E{4e*9VJ#Fyv#6D!b=pq}gmN%E@TEk9n&zca>7qiUCMo=XL;A?)nZe zXI%mvZys&D_F(^uEXTg{Z&JR+;vQRt=tE85Nf3D>C=$a5^E?bQE;57Y^r{4~tthjn znmMfyKDw^g|J`LOea^PLC3exkvk|Ft(96)0G;mzrZP7ze$Q8f&yj-K%Y><=NC{1M@ z8JlU~?wa5CzrtokanT3%H>w+nlTKR@DiAg0{ebg;4!j>u17uJOV}Q(vJX`K)8X*!T zB~0*i^PjN0)5|veJORxNtV&-p0LqZi-bU%?T^nmZR4gfzegbzANP&}oZF2txy6lhJ#bK*GYJf{eBpoIIXd@`( zwyFYFtooTFpA;dF3Ij?0x1*8k`Frx%mkG+@rLfNz!dJQ|a-rJju-J*X|IZ=Ex1wt; zx_R|tAOvDx_=GzhIKFmD&72x+6>M3&-=1M*K|CRuHP?{dpN=0)w0YPVai*D)=r(8SvjMFRo5vyK zv>wn1Vn2!Iuv;BQD{x$26Fdgw3w8bT#oMtC`~czGC>3Vf46*z}JUlFWGC$0{6pBE= zir@)S^+%~2NV)?F4f8`fvd4*f72^fNs57DB+L#bGB=KqOqsJ7^0tpp+eyM)F`~r3N zi0YiQ!TZg1R{Mt@j$bX;bLO(m-rEL9j8ri6^l(`wj!b$(paCE*`Vg#Nu%Q zdzyAmHBO;rdstZuo~SSQS|^g7!1l0ROYfaKmfsCi9BYYB9h{+eQ84Zq`FrxMQ531{ zuuGMboa}&`%|MhLs>vKTcgh$&zCy)%nAJ#t?r_UDuOHex+$-vp1oV*{H2SqyZbHKKzA4i&`< z;&n**mW_Y;>VM9&>emfM*SIayr=SN%~!P&D?wGrPc99fnAmZ zRJ|;fbkpxME{};of!6{bHC5E3%2mRyF!3?KAjpjH`uo*#G@BFMo>`ZJ9T0_rq!tMP zq7yQ);;;`M=RK~T-t(Gl+bbe@EjwH%F3P69U0?no(qZ(FOa6ClWrCqbH4yzMHXgMs zxQ#86d3?{dDBGM+?4%|O@gj{>#)ztWD=XwS7i_0mk0j{LnWe-TWT*5+Wb{hT$=2ad zxkr*!S`F6WBJ8(P;%lTjjslFX?cfSUhKM6h8&Z2ljWA!kT|24IlLA`oGH_}G7sCgv zFekX`9ILr7kdAPR4)q+MP`G9g2^2XQqel0?Kni{On7Q@4hm?hXQqsIroMj?9a3(p# z^m&P}O-)rOb#X?O6A-(eXN}dBl8zVx85^+lHLC s3~>)IbCx3{-A1BC&{Rsi}t zk<94@XNQaV$w-k6(S?Ujanfq~_O@Xl8bn$~mE3gF>P{`@^}xn*FATOyIj5c?98SA8%Yo}~&mXT9EIy>{b{qu#97Grsvy&!m3P@57Kg-GtON;Aa3;E$hnjsxH%< z;h7_qA^m^mJLOs&U_6mqR5V1K+()OfiYCsISKBHPcDP1q8aU39dh`b?dfBf0^*JyI z@muxJr-<5@z?=*|%(1v|fsfnr7>T;lUdF!Ehy7B^z6|JUaQ&Ce4Q3;J@md(;{yY<~ zU&5r0^}Bn6jwbo7HaH?%uKc1A(BeKz75hcjp+*O-bGZ2&;RFYwk!BDz)b?il&!5IGz`J>agjlOpwc+A5IPqv-^4q(8v0j651 z+<^npZekN|IpotrONlD-W4Xbd1eWpicBk;xBG{B*5=^G9frElGju`;Hq-mN-aJ_Zv z#j4f@6U%s%bi1QPuX`w#zV(5p8*J4CR2MX0t?1IazN>UsHKfQZri~txFB%ktD)VuAgZ43Hl7YVS7q)B9T@L7;muaOyev4ki_6pxi zY*&05$dLgbCL+UK1_ngz_4K!>@YQ=L3x#vd#ohh)3WuG*gIFea&{t$sOH{ufHx6Tu z);uj33Bo#rhDJd{-fJiu`u9v7Npp=iUFPL{vn_I;gr>bDnZ0Q?yCG3==TdZjsya_9x17?@KbsuV3xPfG#Dj&U-oMzwP>{2C$kt>`xP}z6G`(#Hp z`vqrQbiA|!y|ZpH37YZ>KR7dCppM$h(5>>R+aL7I#Q~*8hTD?JbO}T6Q&n`g$H&^o zNpJ(47g|@g#RI=mtEm3hhwg`an%2Y~pe1YAUO$8l0`=MVy(K3$mz#xWv%gOg)b1SdVd$x%xlo)F?00-lwa$B`hvAB|>80^U<7}Vt3dz!Z* zGQ1Y1uo9ptEKq~5`WF>B{zAb7y~p$8@Q{&|fK91#-s}3rte7{2uGA>Nmyc6AiPiXp ztmR4C1COL>Usl#MCbJuExv!U+YMf8&ut#nxP=D;!&gny~;>OEi zZhCXxDtN!ivdo1Hx-2TVyyos}f5U>~trLzP6 z^CJSo=zO@24`j#eIu&pm7EOwOSwN5uuE#%I#U#IlxTLPUQkDZ<0h7~7MjFM>cjD`< zAl%Ko4h|DayfBkjYvnOabE)3_z>zwI$aUI6%brqS(NA>Vt3c>3R|XO-b*oe>g2?Z~ zA|^B{2E(k-j4osV-fetE!kk$O{D0nbuBMjQ&>yN4uWltPT-`r~+}Q zC{0N!HB%1i*DvpY;LKwc;J%AXWfI0vMqpwj4YD13jOT~V@i}pUx8eU{IIyXSmnfX> zCy;R^;r+2G&)urnkTG09Y~mvdKD8>*yzjx!I$=vYxP5?9v}wWeUnzE){F7m$G?v(J zKHkY1$dl(x$}48DAe1X9xHstGlHX}+_A^1ZPf)#OGKd0*3rM5~TAZw-l-LpB%Rm)BDC~+wXP==OQq=Nn7Z*W&dHWtWRS+S;- zp8`E=kAj$k-;g+-zJK(OXH85tQbB4Ia<~vBsjWJ2qGhS^&izVD20|R>4vB$2E#Zpw zyey=AS&=xDlI8Vb1V7>?Ew9DuZP<}=d`Ti3@34I?gs0=9G_=XUJbHjl?_^4r zqp7`Zlri zg534_iFfF%Z9GHf1k&x{)jV!TIZz^o62^6Fpw_9&jd1Fb-c38KJu1iEh+-87J{c#Y zzAH|E6(2RZSg8N9v4!xAsG*BdUQcw2(%Om0hy}lqj4MNb|CmV}5UpyZARrrgG@bdP z>c6d;pp2rk9G8AxCyV82^8ht5u)ea}^!{}l&p}s?5L^B@#1M7dbFvD>;C1G5skv58 z8v3VyzL0ocdGjWrdV~e7o&d50$geM@i~7~BJ_SI8)-PB+;g%K=_QR^i`OCMf5VmI{Y~$XIdlhnX;WqD3#XIw**7 zaB(uLE#B|PY2E;KTziTg;7i|E7}zoDXtPElw9@Vm6IgUAdIcWYnGZ{CF7qj`LAsfX zpdfD=eovMA{4+7z^-eNZ6}I&$h?!qY0Cxq(>wG7poYmkqzy&G^y`=(ed2vhTkfp#D zJmrNK1gwmGqnN{Q=ZfqdW=~=a*)ySDUGxeR1N_Lbi@Q<`%BOR4>wIHwnR^P{M9L_g zQqM#Fbid+UDhQSEWA)RGfys*c2^#@*l2A*Vin0U>H0^h-f<ZrU?h{TJEk>K{YP4JbUXq zDe*2$vn&WNLe$h`3_gL#Fm*A3J~K8Hq&fY%Z_1-e5v6;1mvN|ck<@=GiBKD1e<(}XrTBIV8o@c7HUGNhDLNWcL_QGslWj$fvc(Ky^xh*$gV5qST#Y_bgigu1C z`e#sDF8#mLy}VV47M$4RP6;t_Z&Q_dY4_c+ z?f-n?A#~G_SG6J{=;>ER_t`cB1`B`Y{{7y(YNwWTnhY^@AmI}knoWGkD#0`^O$?v5 zl$7WMU|8I<28!d5rsb)$+!O;dRWZgtIQVy8<149e2xLY+K4coHfTHtO!Rlb)*V^^# zxSZ@f^7`FBXO;hBK~vrp?h2h3G*YcG^iutT9eiA}RYkAsG3N_f8D~57pB6gG5wq$v zf`JCPH1^!ic-a`sL)KV+iL*97Gt78rDl%%}vM+v)#C&RPOfbn7l$s1z=rK4SmI^>^B z2B8ZXr*)9)^80cG^ZZ9_H9O{a?-Hy=3gIFx(;fK5|fD+tSt};Yi7WfdHpaB>=jQ(T=aNKje^F+=!9AT>Bz^g;eeZ9 zPzig=JiadlyC-y+5h|0V1-O_&i74GHSVfhh`yRUb)Vl;G8Ttz9xmGjCosV8jZTJ1P zY3QmnZAmxZ>p)u4A5z^2SlM6bYR0qOVOTD*0Odki9+_UD|EB$^t>!-eUiGfE&rkAf z{SGwm$)gjzi7CP*N)NWEarU0ZkpZvwt9LrscVx}Gvf>>lXAHT6o;@O)T{VQVdZWdW zYEVVIy)~tu9$@hw-Q_{s+bmf{46spZe}ey3bxrf^dT$LQ>`KYJS?T4ngOFdETgXlt zL^+Tqn|@9@t$J8Dmx@Mb)``7SW_sUH>t;h)y&Lw)mH{b%_aM#gUs?#J?zgCjc-l(eyXMw+*hr=hKh1lvy}?+4TH6L$yNn zPU2CRPxHf$Vt!RUlW@KEkL6PINSRE%1 zbO8h<->mtMbLmC`^|_?r?Wj{;RHmk=87q+=|q z+Nli?R(23|jg5p+;HJb7l@2;-7t~C50T_DyPJB5)aHgKP%5e{Fmt{X*@?5*H*XxI# zh#^-PwgXn8^LKy)BW-?&rv8_`4b>Xzd8aV`o3=Zy0Le{#Py77JuGCMu5vV7c{=WmN7Xqb<&M}C2Hi#L;s_sR|z1Vtl|offmPyH#|-3NCx%l3|Miw~o}ySV z6;1eXuA3OE{(tu&!!EZ}i3#TKziX+E?I;HpO4UTPQ*>B(-^9E5wez`!tn}q> z?2o4>k>AdjJ+aI911uJ?JS(tfB2ORc4E0pZqBLJkVQ)Sxb_g0zFrSVKvvgkuXCLjJ ztPMeF)ja?jBnd`cPLLp3^ttGjnfimL#_6K7~QCQ}#{s3y=SSSeCeHEgfp1eb`gIbt{LNuyfB zM&E{m`b-!t2J2vCPuQwYTSiR$cg6Ki$!lHylbs8m2BU2mW|(PT#lq2Xe8{W_uuxn2 zHxTY}+SjW74}X6avm2s+4C-8h{XUs?dM`r`X2RgrwX-A8kw_Kyc^JR9uqkZ3(K~CK zg91@C1@5mIA%L}s^jv2;F3{TVuE;n+%3K{fqG7ez1nEAw1U9w>{^*p8`xoSP8#A~R zb9ptz&Icgsx_xjQpmC~h*}eY2UwAtd&ly{_4X3ua%NDmQPCqTSmyy; z(%5@~q+kzK%;=Sp zCL?omCyW3J`#rFe%a}naoeE*+p9$@YdYgUN$+l#zou-Sd2LY0Z@0Sm8nBhkn3Gk}s z!tukkz_wC7e^EH@N~!W(R?$wOQmiID9jbX060Bc$`!PP{ zOcYFX!HEYXfD`nOmS5p__N^d81;(25$r`GgVexKlmjwJ2T{^xR6qV1)TFIV%*Y4%Z zKh?r&qAYK(W4}^ecYl0^Z=B?U1~Cq!t_C^Buy3Q*F2lr1hNEywzhjOOh*pFu{WGvG zf5<}J01z603x?hz{0~mCiYB^@F=`%w4wE-XH%E$)_gNKwGhH zapR#3$2m{vhJuHh0qGV8@!5vyQokJ&%dMd#w@NUSevjcYHJrony1CA>3Q8}N^fkLM z3FN)J25&oxeMwi1yJ(S(B}}H<#A5sc+rq7P;(*#DEltUA&DiZ1zP`8cQST+H&)I2d zcfb^FJW1o`3lXQshULsyW-fxME9jxhiTW?;QV2?lYAmSW$Sn9z z>aN+}l`bbBwHf3sY*|)jky_pQ$gQsk7$t&K(JSWKgGRM~iR~P#9*ad2C!MQQ%BP{m zvsgvg@r`nLtTgUhcGTgRPTIF`LsU6an{R!p(9oXDDZ@%x5M!^jSNSzi&_Km>G@cZm zzBl*q=!FK}F4-)svm}5X{rfnSHB$tI9VNMm*A6=`i9rKJ5xu%RL`})xw`7HIg_T!a zlSS~>Y-KT2|H5qxkv|BCft{`KFiD^jO84nsfGF-90Db5!cFfO8UAgiCP16+B?G@j(r7c^&*S{Vi^0&Fg#5y#=0^3i| zCIDcbQ3Md5;HZ%Yt&uCs^a|w_CYjJ3d4SlxBmRfTlkWo_&2j6r1ELCUvCjlp-n6$g zNk7Mi*QD8GW=Hfl4gk|j*}aUYew=H(#y4pfdIw$|)-^V{xyLS4yT4B5H^l?bm;F*5 zi_tZ~#Bm%LKGGf~15jF7b}&}KWa$O8+cJwD`-0R)vT2BZeCjJYtD@YC#p&kA_lfVwvp@IAHGfj|0tfM*<^g2i!;f|q{KYl)o22lqN^5`UnxJ>Rt{$J%)w zE~+j@`$KQ-%Ta-}B0z>Qw0Ck*2iB7d>5fq!zA1t&X9AI&RLRF2zd7Xfx>;RyapG+> zmc;=ZUIz;O_m(H|MrX$GV3Va2O5{rov9ajHZ-gyv6+k_sPSr{?L2dC@^Xk=m0UE?N zf=_0tmi9wUASe~cu0lV1z>UL3k7eW}4@e@HmkBE_m8N4CTUedhbr$}d)UcnA{-d<&w04)N!#v2%q)&P|&MVx+Pl5s0+ zvaENq8Y%6UGM}#M0i|wI%t!++rVzp&R+wa`iahsNrxomXU;NS2|_96IbUNZ`C6z=RU$p+DZSVoh6Pp);KT)-q*?g) zpR>h$G1u3A?IrL8x6fjv66_TDSb(m#C<~i`-d~!C-pkwSB!R&u=<9cPB+eAAw9T&y zK6t)i3|kQcR})C9`&PA2!?u)0O;Ds@%F($oM+a$Fvr;qH?GW!Fk5lrK=F<^po{Yba z#yU!T4RO678-Uya$Zg`t7n6jYjJqtax`jL2E(n1d1wR$&@USS&jxY`GDvXGMqt9|o zw8t2pU$3~-?Vi%u_9gDwN@w+~aRdoqoDT?EJ)KYIqWM;^Rn_@**Lk0i48Q&ToH>I% zm=E@q;rMW{v7*8+7r~P`avSm=-R<-J6{WC;Pl=agdd2*wsHG~S=z)1rc_?C*>R^+C z@Ty7`R#%VrIZX8((=y4ASWiOAT)m-%nnot7BYW2{C&u8rIsDJ6#?RkVUSV{tQTw{? z4Qt8f&(+r)mjT~m!*{)X3goA`sDgQu;tQuSk%lG7&Wtk9$%k^XITB9# zr^D8KF3{%l$Lt_vMNFY#Y-E#(MF?!7rm!5UB> zyTM@5Metc6ke9d_ULEQ_T_Ll$WoEce$er}GQt>B!S)1!rfjy=yXBWx8S))GzW|(N3 z9hOeie`8$*(YSIY>1*El!5GA?-`LBg`z5rqx-QS3obp`(K=`Av=@$7+?~QH4Zk1B| zvL_Q6Ua_~lk;DN+W;y_&HkklcWX1??Gg%t%NKeWL|PFf$feaYmcG0_f5 zo$bW!tbW0H&^fO;3ZlhYq>>jEIWd@-hDj_pk44%;lojA`NA>?a`?hZ8-03;T8x+xe zrR5tz|EZ3VS$e^|WcJ87QCC_5CbW8ma8mD>E*Lza3UnQnFWqu~EQ8sUTp!o@hZm061%W<>&4Woo!FEyr}UQ8npPR?a=^v3PMLypnExS$ZsRjo(9KCdj@D3 z@zz9eqIziCqYF2DzYb;~sw3b)FZ5_&9rDzyiKz^Comw|f>FLP zsb-Vs9w4VS<-U_`GLM2jjhoikE{(6bUfH#w%br(r%NG=P*&l!d5KX()xky_gDFcK9HcG@|4y(=&Jr~$taF+A)=(+fcnLT z>MfOFU3PyXn|qoXzWH;kbBc1!M{?ORb^_>4#9(7=4(|2_iJPvZ4f*X`ap0x~j}@6{ z55|;iN7$O6kzQwGcigSMOI(I{(zgGv`(hL?aMH7QME`G9+LXa9%q+bVb}KF|A>J^} zNv&VUrK|)(-{8Dx3(uv&kitxiNp`YY5cj?WD+YgncBKd4>^V6fG^+w-3#iQjhVGPl zqOSEJ(dW;Ojy4;1lx@+>j542R+>NQ7uybvE%~^ca&deq35rQ!Ckv5nBkL;(~%$WeS zgWgHCJ>v>N3~O9X$N*Ag{QC9qB9DX&^T>v2L)O#$AR{z1dd;u`dmmhTi(`VSO&%xY z((daH?5e-SCmzn{?|mtNU$alLuSnHWr1n*EOU(>=QZd`^v43)*@JF=U=aiNJeQtv-PA1LOtISjczc z11h|x$J1uix=&?#Hyj#&A@-LKB5OUQPnBjspD;iI0>hQ*HBvn#h#;vFW7 zoga%Dk2{a?ib9&^A5qsZsE=(=*-#;qJa3STD6?+89MMm0e=zx}0L0qf8h=8yzRN7% zxaAelYYW#9V3W73Kyy?G`I!I8raMthHP=;jD!13311?ceK$&fgA^e7?Ta$98jrRird<2QdBiW#>Y zCW{<;zifH6AI#qZbh7}X7~PrSzpAAo&kW|4ePHWffRae2g|B#>A9bvr=*(i_ks62n zD}adw3KwqxLi|#dW^e=V6gCe#uZCS0RPB)}gkEBx?k}K#L*h%?DZn61m+6HoQ3Rup z1O*DII!LPWdbSf(2aosbk0i=PmxLWMAeC6lkXu`1P!= z*v2?FqbDNqd|7JRu7uU7;^Qp=|9lb7=Li5*mS}#r!LQ!oFvtGcFg1`wDI5f$gLb1H z#$P)@c&mE#d4}!SgvAf4jJkQR7Ps8LxL0T{LXYCZU=H%YZH|pql-7XL1ID5$O6dh7 zXF6IQ6r2ANr#$&JAVQWivZSSK41byZRaNYBdbXk(WchM+QZWq-K7B8tpw%X40=J*b z&hW7`IH)F0)@hCp6oc=nM)M03aCc^*lm|v*`{P6%<>lxgftb2}KnV(!LM*V>>k5RQ zcg^T`cFo*NBPS+P`pFgoASZ2?QL)(s;}k$TQ!Wbsb9Y{XT^B$e4|?Fhuvz$uQB}Q`GY8-CoTumF=zpp+vZnnuwz2iz)3n=Rz-F5t zhYAx^D>w%^L+|qJufABzdOHo|Z(DVBO|UtAd>vptMTqbb9EYsANBTjF%{P1tj7Ki5 zSw%3*%WHtB`UN50;HIhN@AlJtmpB0cu&%xbv5t&>9*|4W+{zq1B(D!0?^LJwCF|O1 z00Ul7IHQKA$+dK94Aqb$j@j^?Ljb#?c9=;hx+t6^9s z6Mz!VTP{kcZ#xW(Sy(cWhf&XYEupE(1%+_53cmP?^wswgh=^4$-wqbpFrqTmg1 zlAzJP&MsUr?9HtY>07gxLHgOhfaB}81R!c&c1<^28L4*+OY~%JEeoRhxPl2;E8hjZ z{5{ttjld*rF?GAchHWtE2sb&#DL@_MklP&=-3B*4FXCZm!k0os12E*I8hj1d{LLfx z;5I|*V20{2oub`$`cB^T+&t5MyU zy4B#;jD9pR@xodJ`$mnxf-FLCR!ot)hL8K7UK#5i%nfk(6O+;uB5^E9>j=fsi@l5B zx&~uziGEy0@fsH=xJV7&z5>4Lei86#DJuqmCb%oo&GX(>t}=FLhF+UXWT(UL>c3M} z1^SSjzMucY}ID}tB?r8-_Oo{g1CTTU0O zck6PsSr!$#T=#U(sp(&fMTmT03xno20qzc$UIQpEoNV$_Rr$*P9?z}1yX%9-=;k<* zN99pEgFf^r%i>^}e_TQt@DkjyjwvD;#=AA~Hv)%yEWh>K56Q;wz(M8D!|z+K>|>Lf zvoY-0l4RaqaN$;il}`(Op0Ly7B&2}7Tl0lif&mweg1dxb~K@w~^a*#4EUf zhvabI6nm*lkqm@6A*b}~S2;VqVz(}D5>d+593Oti;C|Uh2P6VEYV~44{lRN%7B#E$ z&Go!~Tp#wwl7Tmr{5^yeM%MgjgexX02D;HGdnfJr0}Z#^n;iuKN@d4+KFDeX8_7QM z=&VOVWRSUKz}m7^zCPY28lb$p7M@=ps5Fu56c3|Q>`iMaf4rFKqnAaOr1FJa-3$^q zQCA|2oK$~?&?dzHKLdsHD=k$Cot#^f(fR*fGc{Us(~cyBnt;U@u+-^3Dxn${TkaE- z*YPMF+l>jsTnGqls>tdtwhPb<9wG&HG1FGyV9ZZ7JFIQwkK_JR%4zd_Ew!@+DiEfA zP|pjeRN%S*W|-+)ICV()+CPhzAVM2W)<`4?^NXGlBF?Rr6lMzI!m3UnKIgpm{2|~f zKF(WRQl|xjA;W@6Sxt7RY#dh2ICmL2B?>;VZn;>gC`-*7!GzY8*Ql#w)cB?4QaqGa zi@P`-;5imhAf7Hrhr+Rcfaeep#w(IQvJUx!!T6tZt?6HWo?63##N;|e)(|5*lf7`Dg`2EA;nzsjLZ!f6S zKq`30&Et}!kE_>L^L;PqqnIl;)ro-6di?$M+zb%s_Y_*ndgTQY5u<7O9)Z&iCwqkV z(!z2ntBB|Aa)8v@gH}S}OJn1B_hHNbyrE-aBSt-?4y-G0ZXq3y01H}(62jAuz@M*r z(*bLfxFj%1j#@tR@%28Z)P1?gVy~&kSpAGq2~CXamCCY&1#7b)n=pd^DbX|V;YaCr ziw;wC(&xF*G&epd0pMD&nWwLh{q4q<6LPMkY#NbO1hDfHtUF>vRtXxil8xZLRe3~-dMX8;dz z_bZKW|7pR@A9;bN1S~}3|8aEX0ZHHef5)@+tkzmJvo!NrrIqLMtTcVLmS)Z@3sls2 z%3DHG^B_^4wP~f9kD4&Ga%EBsDBGz@s?i*zfJ{|4NeY_w#wb zUuQy)%`EHqL`X9}oA^h69}jd#5|pNJD!2IgBMj1bRuH;dOMC%2Kre^kU=OR2LK9GR zaZdm*{U7<(K!XF{3+ShUMkbv5kMQijM$ORW*#0KR1;zL(<xTxmx>vZb!o*&k^IU z84o-mr>H{dBZ#_kij7r#V{eI$PjXF-l0l&#akQDr_$L zkp4b%@}E#9VF;Sqa=X4V_7qc5*Pt|1z~V=1p|u}A&-x{y=s7Ua3c+d$O5l1|?iClq z`JO46!<+UvmH1d6-+BfCw+lIO6z1p{&aZ+Ni_<;9!x6r9XG6i``q=(W!FC&<`EDxp zpgz{vrFWbSAM*C?yFZy*Xczbg5fkvG#K9%M)9gWy->!HsB@c>0zO^e(JW-?TJV}E`)PPf!2g3ExfA=eA?ltPs_GG`EimXNm3aW>%~LXQP$Gw6-4*b;prK^D`N!{WZE)T`y0}DgDUoeNi|M zyx3LZI=wgUV(~1;azRe*9-=KKthXffNfq@8usTElrm=JsgNkq-vu}+F5ipNQSJr3k zj_xB|$o^hUz6~icGspV*1`#h}V91#uICmbSD|p04-hR{=u(L*j6bF5d9ag#?gnrc) zSwOv1^6>f6$fvb`b`6I6Em5HG5xVd&DQ8Af_qLb>W5`3;8OhgZ_mb`Xpy7wqWcc4V zhh$r(Ek8u)#0kQ@JH->`sWH(p<2)97*H)cZ{8}gS*bfL1-pn@!^e_AqxXB30&%}9i zoJ1Q3G0f3L@(3|;j0RXpH0>tub>#+4)zd={YpqLbCPKyoA|KgeF`?}w3DfXU8%h+R zRg{_T>vtG+@N@q=n#0PPfzl;;ee6F4g}ZN-JC}Zy(p7_>3Aa7g4{CdO8S?I(B6M&& zgTlSEZZKk3!Q8&MJaQ@wVNMnP5cDAV+mzx#yYsT{3)n?evw z@32`&>zJ}F@c8$TweA}#_1IwV%(KCUQK*R|rx2v+*sKkpy?$-=_F8J-L4pK%6u1Au z9b$^5?iZ=fKI_v-X^xrWZ;`F#6I&IjFiN(L>@FbmptWx;)xprpC+!Z$pG60CB&IKP zeO%st>0IELp=vQbY$&nCB1nCr{YE!F)`hg}YZxT64Leni&qlDbA8_Z+g)@0sxaT>oS2l&W!r8sop^X3xYyvoSK3?VCukmW#>h z3N@rVHdJ+)J*-SJRA1tyCNoV(o3b9J#>C`$!`uc24K)Ju1WJ^%VgfvT7t=*lWR?}m zdq4MWg%fmLzSmRG#~lhb=yy>s4g0F_+d#G$3ePB{(rM&`yEZ%e+V5xoMn=z zi=UsNW4F9G+1yTA**ab95B0~9(XgW+R!aeim!TU^I*mQ-Wub|EN;2I-7AF59>i)=Y z$=?J0ZN2N9KxV5bD$9m3_`{Ztx+7Bs4%0s_yxIR_V&ijH!3TeOIx&^l-Y+IDiZovy z(arGFqi=OQXsdp?+>Ba+7)|fEf?885WND?ca0x3MbcRMO+7t0we(Dl7d08qwOz$3QZNQR2X0*{c|Ha~ACQODuj75dG zuG?}mrZhN(_>EMv4nmZd%f@%{zq0i21OR039VD3+fUAp7IeV=^@Z{ACCD?K59wUIA1Uc<< z!-Muj*27%JR5n`ee1-*2h+Ec{-nF<`TWncfzxC>g~M8;R(%J%5j@euG{3(EkWLsaV?Qv8gKln;4ls(cD}2ll^3 z!YP?-50rN9rXp$2R)N5$Tj0p;N7g7@D-WCo1Qv97Zq08H) z)GTWd2~wIX4c5ug;=&^0YuA4e9WCFVA+s5kO6)^lh_(kG;)|(+RSUQ0U=GMDvp9HJ zNZvde1t9UGLS@$6Zr%NB*+|s+O}LI<0$C$XS<}ZVQy=XkSW&$xr<{ooPQ|L<;WR4= z#He2RH)CxHb%y6&rAelj{PhUGY&ebBKVSVUNuaI6w2;B>nWaec?Teh5P0!|6$z6?Btp{ipsc+xU$Ih2yVI# zB-!ck`&GU1z(wZ%98K;=h?f&XO*NS1tdbWIJT+#va7;NR>#3d$^|VdG+cRntxbM<2 z^amj@kaMqRD|J+q1F9ve4$=e#S8v@5a&VG4Waxs1aJvOmEN&-B$HNZxh&d5bXLxEL z5|UP-PknvR)A3Qr_)*pv?)&BMOTz$P-A`PUOJQvv+F`XY^Q+^vOD{IN))cvRbcRm& zViS1SOT&pdsKZiFZDX)ddTaawVceHtW4Td(upNVpVGT_Kk|YvGA|-9vDmj~y?{FJ4 zS;pc`-B&=(7ActD}djmsa$1seb(t8F(Jmm*jh0~}oNAH_8nS~M}hi8^t*Fig}SVMe`e$SLNWN}k# z!LwG^1ZT#yAlVgA?eJsX|8D<$N@sbUV^WA5EBmC86Fb z_$Q(vuSKWoTVPd>=2OEOG&7<0p{oik`&~d&JcPv(gVznt?AGQ@EMd%_&0Im|X2gW< zD)K@ijWDJDMR{D(EiCDzgl{xmN%mX+@z03HmgHkii3p=b)2cHb9MF@F?gT1|lpKYx z!gxt_vkB+C(3jRz&PWqq0%=Az{)3x#eOokLqKBkmBOh_DRh(+s-v@ZQT5x#}oZ+8} zH9{R~MVPN|VMqR#C8?Gwls%W!&xs}LUZ{d)FrH&_L;hG!zI)?` zQmY+tl~(UoZi(Eev5$T1^3jphOQhj=9dg3azO2FBNgg3hO>3ALmr9Hu zv$B2jZ{TZr@*P_a{m$8Cs=AinH~ax_E(4><3>yotT*3I|L zU!C3R*9z-2GNj7)br)~fz`dX|b16Ts;EpbCchX#$Mn2B<$AslBllFNnY4h38 zC6=k7v@EX4kLhS_&Y^~qr0Sw)u&}}X&L%4B3eResvtH-(F@+;dft1h% zK2iiQXOYqb`6PO+#DN~`xzK4&d?3Q=xG*wiLhGCF38z|~>VB30f~$7KE;PS|z2NNL z^5r9q!x3rq?m>`|F+>noBtu(@V9E=(f|OQZ0ejv=h`>zoFJtomDa-dSNE7$&futsP z{Z|yy@cHRcig8Gx>WEtxlVcrpqp1kY8IjXgVI$HTT2rW z_E3&Jou0SQa%P&8ttLIBAHCk*g|5J+^&YwDB=ZjN`WL}` zFt#xwdBCK7SWy*rE%r*l;In#mDbsPGNzdB}UqdD)__<}vhNptzYzxSu!tZxgRn{g( z1C2q(lOZIZy*mkB+jhao>eWp*>AfPC6E;to7jR6AeK29%ivH%9)ka#O1qhB|_~|&J z`h)C0oV|6f2!Q#B(_O(|GnyMl#XIEvJmY}W5gz0C?1Vqg#Sh=A^YM*ZbgB&;d!|=b z_}q-(uX72)LTxj~Y;M#)c%6+L{wRi0;92WtkWgW45LhIPMddVc(=o)wGXu_dn5^RU zVsk7eK5zKw&fi!t+lFcCDnjr9^e`o&U`HCW>>kL9cTQzDWb;?}h4LR490r!~CZ54qC3qR7FMx~9wg(w)=kl7c7*#N*0uSA?ajQ4o1N@7kHg=$SBOijy#@ zJ4T^ofXFr~c_$ZI=6Is4s*#$4+7p${n)}%%1k7;aC0zc*fhJbLe_9Js?ZE}vbHs5ly)F! zIL&P8Lr(42Zphh9b=00$wX$4$Gyt-kkC#9SenRhtwhVZx5S4fV&@4 zylt030iSWe;WfWRoS2`%*&GNS zD3Ohekt}oC7Cv!z-e5gucOK8oAV3(+x);J6Rm|e~w!~d=fbw-j#MD;9ocB)tIbOXE z$MQjrvzhKj-r1vg-wKj%TTWpcfAjmmSG;ZptL9gQ%i*7n{n)M!3J5>y#S zT8p=0BbU^_@ELyQ&#__z0}^tm%o%N%LTEe1k6BR-Ojff>PA*$xQNaceH5R3jZuXOP21YPtn%RGEIdgan5+uWqCnl8?M~XJ3kSUUF6bC$T<$) z<+3T%PxivRODc&LpRKk0jUYj7jc)aSZk_8_C3fdQou`DU$yNd(>H5x$`QHmT&u^f2 zT*bUG*y#bXH{gGnN}|eD-sd&2ryzI@U->icJ!Q(9`EG@Ib;4Kjb>3hPmEPV4O zj8As^`xA*fc}Zck7q~7_+h2CtI`vRxOf?7DkW2gwvtuv4b)+RfG}Xf+gD`vd3vDEt zt2~$PZP}gHP_tRW3x~t(vMLc*q7yt~`rC%vFg~Ko(zE7bDq`zG zCBBial$O(3ud30|JENj_&74-1Mw)eRPsU?m;(}PZjg{?ZYL~j^5=(<7Mkl@0ee{n5 zIg4JxlR(~PYKHw-If<$Ed(O~@<>|DQ)|qx@>&-yTx~zLJ@-O`y*Yr*osVzS=>%!gU zP_n@7IcrhMO{cn5y4V_KsS0=EyEbe16=5E3`hom3)!R~k1hmMei+9z*3oFW2q1}7b z0drY&YuHx(JKzaIw}9zKl%SISmQI~SU(GgWk_MJSfLt7VT@a?sQno`6l@76l`!)4> zi{-Z=bE9)qw~8!_r(M!CsJNy>@f~}Wc5dKo*DwzIPx2B-W<)(9+)tI^o`}g9dw_%5 zfNbSzz0YFf5ZS=WatL^@<+jIXK%C#+z7Xei2`_uSn1ys%Kk24$HA9$p2d~}vua3FlcxeSoW&kr?Nw7b_W#PXkPk zE^hdp-r?@wGW@1vq>9vRR?v6|{n1Ha5gMBXj;Z;)KNQ|syO*9@!)+UlAf`ZPmb~7=z2~vU z(887p9a^YcMlGm@@;c%E=0qgG%W@r8EnGZJFWlkSDgSbA+sCg`4|_$&+sPXu#mQVH zR2(Eq!abYb9+t)jj{W_~CGFK|$J`GE8v+KEb~hzI8Q-2PPL(WO8^t+zlbI6S5`E?( zXLJ>7>%BqGl%EcZQD71-*0CI$|iqvH-86CLyd-#R#ib%IH$ ziKl(+Yw0z!iK2(k?MPcnusJmz6^Q~IIH2eL2)$~CWni70zD^hA|%5FnYeC0?#rH0?$O=FrKYhWOWT3)?(@KFm*yyK{*r z>#5`7D^gbDl~Oalo8$#K-3Y9soh~o5dqDV>qT|=-1S7MK3<>5-Osxa$L0cKqZ};7( z8`7?RG39)>F$AzQ1vtl7N+ydMVT9d5HHajd)3ph#G_J+n$|UbGWtAi;-jc7P?YY#) z1(`R@5l!_QnkDGwBN*K7C4jF~F|)pHZl^Zo@r6{1>F<(|-b|*3JKCZt}Pf=HB;O$apBT&4T1iXbZ-_!ZE zbaTT0POx%oXYiz=I_-tNA>XenmA?QwFGal4bgDuZjFj35%pruTYEqYDm$}VRQD-4p?#Mi<`W^bEvd$ zA&#Xnnj8&o1!4V=qcnpBrP=Qie`6_xGpx!3<1z2793p2nG;v>7?i~!6vZW~lwi7i9 zrJ)>-v?qR!`dPinh6S3~{O?bG7SLYV%vm;Tu52YIP`kh+q>bU~15zp%POU%T!QGUB z5^PI9VlnKl^JwQ9t=o_F8tT4J4^YA#hbnBsCf+)XDR12~^ zrjB_@DXv|c!+vIPj`uYF)L4I^DX}COE?kOHt#e&KKb7E454NY@53F_*zo7e?y;b~= z&%_X$mxCo{xa;&ag(r=J3lo0|!_u^*eGnLl5bzuUe@5?A>A_FfbAQf_ppW3y!ath-VUGpkfT}SlVsqFNL3K zDydUlE-a<~B2Krpwa>Eh{#`RhI6BXB{8+#?h5$!{n1HQits|Y?;oZf*SQO7#A*--Y z>nmbz`dsZVfW-#{+c6Dag;vNn9}`zaFR3BznoUj)EMDQ8%pBM zgCOx;KHZMh5O@fWTFbQkkQh<_c0%ZCzy@-F5X& zbqdfR&BKv{c3;ezTO^8nd(_4+7m#Fpb+{8og#D0gr$Zi-tMPdhI@5M_bEBgV`hnA} zFRS7E;hQ@kvXfA@=>FIIYj4vz)&}wPNZ1KhSg3Wr3|SP31Z#0UWFwjN(@6)YqpLmj zDa7WJuHB<`F)S7cMQFR@9~1|EEOvJ97jv&OPn#i^MqMH(^e`DvZ)ZxYBA4Ip?F+gU zur4fzX0v&g~Tp+Jatc1IfxT zr1Ov%2E?RLgkZT5?~}tuM13=FH66eB9IBc^&HTJzgpLlz;*abpU0Y|6mSQHJbdqia z{?RKa{pIJj>ty9%Q#p0n^$@$zWu@x1ynCh=|2lI%g6DDr_<6vKkcCFAgbibMx}jW+ z%U$Yy5P$i%@FTXqk*OEik?>5$0HQG;+(-O8dtV&qA48Yea#VE8Q0g^>7k?8aV0U(u z6BdC};**KZ;Ms@xwUSO1i&6bL!n?N|+nzF;Z6nFDXkzwp+oOxUSKhJHnhc}jwlsqX zScvSQ+p(6{RLO@p11=_C0U#9ZlDN2?vy5d;D zk+We^KbL|+76%1{^OTNiL~%g8laJe3J|R6Z9IcCVde$_+Mj*mwa1ho($GqO~?L2wM z-bD*zbsB+}Ut8|;HW4;re8$@FVO3>cW?9cpuNPyTa+4~_n`YvcxyB`fQi;HqU^&vs z+A1QcV|jWV>H-Jx25TH$O>6a@te$C{@{j}~{UYxMxOrF{##Sh^N+YA8A9jhWbSBcz z{_+CS#!D$}8p|mYV9mNb4n&I{&t+a1D`V7O81m_psz)#(h#B~QUmWK^Jd5aZVBtr{ zui{h-jEeXaXS*Snf{QP;`P=RHC`J$SnX)A#xGx%rQ>J;Ye6(LN?y>0K!ga=*gU9%m zlJR;f%(2`|8Q=oTiDy?Z8Mssk*KegaA{(`#RbqBBL#d77u_1^*Qz38g?LCVkxQ>`v zG4gq#-`||E5)EU~9nf3IXDWmHd`@xQ_pN+gn>}}G#>;+@K~6eX_llpo_Ag;kOI~Fc zZ^j9plV6>fhUGKov@jEu4{P$LH2Rcj3?Dflk=Lj7;&A`CiX)rVHAr>yDa60(t~5Y* z)1(9)5ja`6Un@I{j&}&^&d;hmNyl>2j^gxq%!ge+=9w&Xl<8pTF|vqP46LM zEI2jm`gGv+iyHLg*>~pIwW$e%q6VclekTJ4!Z9Fs2otlnvUk0aBroeuBUvm-TU1dQ z5egFYX-#jSt2aC55mlkUDu=9Zx&_pUW0Bx=lc%L*I7}@E6i40k@Q|VR{|EjOT7_A2 zcE9Fk^-sS{8TEP4k#QJ7;Dy})yliB&NzN)uG^r{-+}8(c&$`2B@M%qZ7POg^xIb=x zY?i|%VDoB7zppOi3R**+T^{EJ>OQ;`l@zrB&!k~DIJqXs)d}459qZakzRXf`L z#M^s;CfmP@4xBoi(#5aQM|O#sKn}_(s9`O711tIY5p(77vx`fbw)h&vdd8u~#^CBS5R|ujJj@`5&;z_& z|2uy4?K2AO>k!F(RYSQZS!xcZoyZ>Ae=E@Jft62qlex7NK-rGM*Xe~92%DDN?hny# z_YF|K%Z`P-o~oxS&KXr*q(cb|Y0I%j1+Bi_QnxiCfyc^^ zmgya+t2N{xn$6vzqQ3~K8va9#urqBXu~5}o^iXn%xnGW@sEHHfe3<8izdAe2Xqmy{ ziGLZ2^&Su3HHVcs?rANN>B8T$OS$cJ&_b3$>6HH|!HQmu55lYY4uth^$TmGe)a+e4 zeJBNm7^w=Xy|eo`Z`uBI8EWEaREz}K@&O~hhCQu3CJqM7-}o(hKWY+0T!^p)A!VV` zJ27&o-8*&t+utX1Lj;M;?Bx^!J9tLRT@-z!jWLW`7eQkYk&c~&6ij*f(SoWNL=gh0 zm^SblYe)UHF6P_p-iu{LB%cU27$6#e=T9ty6vN&_0jd(S7Y`Ehh9dBlbLudIQXMre zwIvP*Dik!E5Wh1svctFCoLpp^=R1z`y39!TRES)A8;kl0q^vwp4_kXV;Z$vic)t91 zH|CBD3492yO#g!uGl~UUVR?;4xVU-BF<&2At2r?$xa48^eN?f>J};n&((xq$1_>7* zoB)zCSA28m^XLc9of)(Dau28-7vXD3;?4O^6wOXKn z6S`?(%jE>81P{KJ0gyi6+c#y}0<{L0E#JSLdUz*#;mu0U$0pGWLvw^YBO;J+3l1EfxJ<2)9EzFzxB{NWXC-sf5KjR(1c zCH=`PTaFs9VxlW^n-I z3u^&+4pxKyPwJ|rQR34@K2&?EtX?I|lez?D%^5yfIMG4LxcbCsY82jldwjI2`R245 zD{FyHPB1pH#8nBrA8PjbI9(qu8MzU?_t=Mj>JL}XyE!MIZjLGH6%V3G5z>i>`g$mh z;~V)Id%AFD@m^*Nrd@3h+OMpSM1{z)*m9io8Kmag5hbFbMED(vQrAbc_?uT_YH>80 z`Gq9EWxyNZo4Oa=133C`t`QqThv*#vS9O%(-Vhp z^EN*B`S9W^%Ph+A?x;Aktz?WdVaQ#A0;oM<)}0|AwCP^GD}kB%j8^OWS3#~7{b~a7 zukt2rkbf=dKq=H^%TR4uws?EChJ%tD*T!L{&|6TmR5LqgH;FjiNzZkSMP?6p_OzUn zTlED_Zn)}ZR?@3tPkI8|^uAA=PHa{)k>qQ}?@;s#zw@*&o;t`WZKY&zw=z8~b^p?w zSUktd8zt_KjE;_nMhm(DIBp?He@qjfv_S5ujJ_MN@^#;E=y-D?j%8lN@GNHag#J%R?B?cxR(h8GTFy|>vg>T7+3o5=_t-L2_Li68F0(?CxV=&^%AsprHq>hDh$CSLSZnlz+Re|-8%lO|{=_tiB*vKh|s#VVOE z9D8YayKmvuHQm8ustvypo83wlgn_wl!&?f27HzS`{v>nK7)MRsprh*1_|>&iMnjFX zM^8%3{ToNx1E502V#m?23_X7$h4{7iL{S9~Okgr-FkW`6x#61HI-F>Ff-c7G!lKFQ zVn=m_0hYe4@sy-#s-rKFWbR?YiZ)t0`QQvBSK8@qL3d5p?@KQEt=a}OWRXMWswsZ7!i~wAGp`Z==Gj^rUTADA+38DhkDT;(bw$$2OB)(B=0lBj081wXjL84Fo@HV6+*Jyimxc`%T&IPp7zMv z-0RL-KZ)KG&I}QRDO&nK#r66)JSF_B%^;HgvLaDPO5f7d>}&l>em`bu=Krs*SVNu0 zv~!6cTWc?%_Kr2&6YsV+4l(-#YTu`55%=igKwD&$hU_1)MN1VB>E*LX5k#l-5BW&v z1gl}S85yjgWL1$@jU&w@aIF8irnB@O0O^okT}hH z!ron>$B;%V$PiGg{?v3^b`wqcJ4j-Jnt|$(J1a z!1egyhfCEbyeB;MJ?*g$A^QEc0TbR8!=1Dq=jZa@0VII0bbQ45C;IB8H0+WL1NKm73bV%eosAIoPiAMZ_>+Gmoj&m>7gvzJ$!D(H)nuI7Ybp{ek+ zi+Yo@OL3pL3~HRXqDQKfezqUo^ zV;MCQIT!z-dp5`swRAso({3C);CM=wC;_o~V~kF)DN9r|dwulR-t(E3A4_eCy#n8J z#-`GW&2;akSk?7EF93=4X&q+C8Noxho#9@8r~7{Wo1dxOuB;)z$gkEmc<3I=*jvjp z{}8xUCF+2e8J}gG6!+8>X@M*)h9>am8OdXbj_zKeh-`WK<1QG7$JyC)!u6qNqKfiG}(I7||P5 zbQGO92@w)$*Lb&*yxQAI!YTJBqs7k=_sVexpHS4M>2v2hYb(EgF`N_Nxx}IL)!ey7FFBs-N;zZ^@8V44CceYEQq+-BKTqQPJ%BqE)){PQ}nem}8$cnZ1R!+!pYRucQO{~HkmCwe8t_&THB)+;lqC;=LNU447>}IMeABPJDbh2t9Dzp zORasbM~RvJ2w?eN`}>`zn*K2WFHRc$-~4sYDs&Eho-d?fOx}`ksIs|%9E*SL?V z+A~vvn}`YZiV!RpOuN4tJ&MHg=#=-|T<>))6wBYuPTc!5;qaB$XjjM&u0()61=(B;&u}>lME5RnL)jyZ&=%D&*fXo za21K7W%Rmvk*Wf3)&1sB)(4MrZ?7T0T}Uw#_HQw?XC?p@L?p&@f$|NY51 zPFR>*YXM186#*^}gR(*t>B^lKAbmWy&J@`r+1VcGR!!sG4%9s!wp+l+YX0SRfBg z+|{;3OyeU{Lqb2v!=O?*!X*Zb40^mrLt#`w1+&KzS~v1rkznqrALOQ zHTcxUFO}V_fjib??QV_ZSw-aZ+x7kRV(wUoQJ&>Ic_&8LNpfSF_EQoE>*|-DH9~jc z1eSu{pRsO=sNc!mq!=AN=x`|_d#gP0Up`u<6X=EHw#TH7I>E=vPF;T1=_9!VOD?3X zW95f=ZE5u6nW0;CeLMtx9+pIc&tm5ySU16$G1F*hBAD&&laU^vmKt~LWtk!>K9Jw-Td*>(V8T!(j zPILTQ z?jnY?gI-HvSR;KT=2;>>8+sEi#g%9BcPLoc(w8oxXE^AgjDmv3si%DAzAzUCv0^!K>dAjV7R zwkPSg_ z2fib1;`0U7=yC*=3V{;(SmaYYP;lP zb?~Lqvgn%Vs?s=Y;%*EQfozi)8_6?RNV!`M{x!ZtYdWenXJ}Jw6UA%|@y+ z4!=}Dn>tpHc9O@y@d0D*<<^e^`&90?el9_QTMF5iin8QQb{I<-6rj8(8wYTEM@V^Z z;XV2gx7n`Yn?D=-hn?y@BCjS>u;bi$b4{3RoMP56H|-+bJa4*RU-)HNb$zAF#0d!` zVd|i8=3$}z*5?*Ov=e(CL?pPmZ4OxbbXj7He>vXN?6z9$0lU!_2#bBUj`me}2Ii?- zn)5U2d4?+eWZz3#nad3dTL!=h%(P6{Etb?>%z;6g>bDm-=d2lnI1wq4J);2cU=(Bp zPZ|Yo5_h@5c8n_3W+^dnUg*WvPfWj5HKKl=P zUt}w|%dhI`S=Fz(7DuLNUun=?#e8GgcFcNVAHS^>LXI4D{w&S`O<@9q_-*@mp7aTu=z#I{YVOhs_*ueG#&)8}M7)G1Hf z&K;k&X(|?Nyw}ez)w`RXj&Q+3wj*U1Rt(c7?GfjTcv!yc^;QqGsQA0spS+!BYhut7 z#P5i9SZ1P}>n@?)qR}bJPxbyIuImp?<|vA4pS>I)UMH>U?~q1EHAO+YV%(+ky)wxm znc(&#<98xrqQ?PKortF0?XTVoWu70MT8D2{>wD1M8@|-I2ff682=(^GMO$X;j zV2(ydw;NxEmSsm!b~aHGwH$?@fTK1ZMt_$*XtYCb(*K*2D-phDIJ?-=gATnph#<*dXWalqaNiHpkad!GJz9PDel8pIGjOBg?Rqh@Z2! zV}nM`50sr3i66o*`8`dCP+IOiuW_=a`UbVr={YqZFNbI#7UY-l(NP354FaFEpuOfC1Rsg`(t>pfyQaT>$N;07nlj<_o&M+6g_&Ah z)~4ow4GP6B5Funm1salllo9?sHg;%$srY($bjLaZZfVF-Kqz zX>7-v1pYrTZJ|+E&UtW6b3vcSOU5o!00GQf*YOdF+B3VKn3;Ps$*E<9j6qnd1|?~p=v>X zms$noJ8rV}PzTRhdjTO-O}InFx!u_jJymf{M_h+M zao(UTcQsln-F4n+oJj0&^RfPcelg^)%oR(3ts${yC*l9SeW?5RDVf((jpf2`;fvhP zEcdB3otckh?XW;z&u*(aUf<8$SjYSW;&p6oeW5Ie%MuJ{Y=8~Ox6tzptLEC9(3l+N zPn7?$9^%9XBTIaxQ5UH90YP6U)YksAzyA zV-;iEoR}DG8Ir>`lo7(F9XHLJ4QEtzlbt&wnQ}A2U36K}?i+nW?(hu=dIp;yB&c1o zjMYh!o(|t`yMG|KxXN+YGH;qh##9j^785I@_^QmTpN@gGNyml5WrrmE%wF0Olu&Wz zk?I1vqvn|Y95n%ol*Y1>lEAy)azmP3u4)^=*B;%sG_q~7Yj*^A6xk&+Wm}V_8 zDkRWQCDN{&esl53VoJB|7k!c=Dk={ciWazfUVEn-KaapY4HT^j(coW8PWxStByCN5 zj$`ZkrRl~M?CLyvmYQm)#;2yb6xern6}S|;FFF(Y1+tg-Y*OdW6wM21P&#pGD#{nP zTTVAAt567EqCd&Dh&Zdkg$nQEyiD42g}hV|K-=z%#1{ILS(uYHkFxCE*CYhn*r#4z z@3`v-+xFywLTlZeS!wAA|DupFWYd!DzG%Y)?ISrg6;UipnmPD*P)2sCQrtNh9{5% zl4MXYY$HwcRwGsmd>T7nsJIG48VROp+@E~Qd)S$JsmXtL9+jCUKrLzO zecpe+jdp3lF|Wmdvd(e;5pUKo9}kSk3!STQ-;PU>eF^cGk9J(C>t6e0tzH}%L5Zk& zs?&V1yk@q(v#H+x5@X3ZOK>x=l&ic0@oBC%`M>F`aV@k{3uyO}t za7yPRtnwRKv!;B<-?f|r?(nY4>sDyLwdiC;H2a}rg7hqDg>i+7$#Cld-nZk_9NDt1 z9dsh3i~5lpdFUqhuC0WxC<)7FCw`25NGq}GDq#qWR`qDn>E3c&H}QIMLiy2==68!e zk2^hl2DJtHFa!rnpB7qUY;}}WtKfbcopmAcpx0{%Xfwc z*_**YBR)TY^_YB-E1!`3Nf*$+vMyi}hU{!1mqRt2uKx-%owZ|5cLZ}yo>+Zl8<|)1 zpCWQUNVVs2n!Q)ABh|eV+ZI-w9$Y?Av6~NufcRBi>7P&OOBN%XGZ&=Y!SCY-3!4ka zez^P+4Mpkh1o||P-Dl#v+5Qbc531AWzL8M?8z5bMNoKMZ1VCw zN}Hyrm_cZ{aOo0+kk_?FANjD3F8!T$0ZRridl+cOxi1!k6`n^AJX6&CPTjkleEUOk zJtIk6BSFNQ!|xfzU8`S%Uvvzi4_?@{Y;UiUp#9hhy=$8kP)}DOLm-SFQ<}!;zhdyk zXIM9VbW#TagdCwYn?MPES^9o?%I&4`d!Xu^j^gmFp1?^&ys4U~-OQuT9vC6FCl5H) z^k>yZPFjI*3pKZQrcj+9N$27X@_H%+FuKm5&9gUqU(4R=mLK&6=U!F@^joCtnP`>3 zQw>odaC~j(#a%n}_E&;=HUGi5Ls_cT+Y)@*9(u!QmF1lAQ$pC{8z;q z?QpRa3r8Di3JzlVA#zCt7b)p5%rp^Vh8%T@cke_?T}o!nFUs>}$i%FkYH8Iqjq z$SKWM^7Yv}g>LVs0yp%T@JK|^$^d^dG_o8V1x6KwZk#1AzExp{ z+YeXG@339Ch1`Jky}G*v>Vr;so@#^y`r;?vA}6;Vfyc+ z0j@^k`nhCAxcA((jKKI8d)%>JM9z||C3J3{n^+&lw9m%rJzB%irt$CR>YEY^z;lX6 zaej|awDa_4b)v*O8qIxE4-+hzH=?&?_E!JaV+bqv zj#`w8Ji=j|D4Zfy@ATVF!7(JEVaW^$q>8}OxW9bj=+!qRG6_3TB=@qy@0;R1`wt>S z4&9)#2(A;252@s?$xVbJnwo>4-tVYnZ_ayQcu>8|6&D&6oiP?wN`bt34FOB$L;LrkZ6V56!7PK(EOp?!btbA(Ex`j!MzxXS(jU}C5Kfkaw-0}?Skpx&?}%dBJnsFP)Z`~q z;8<+(fCLoE`boie5edO1c176o_}zeqQU%X_TxL5-d&1|>bj>?E#K$a!MgVpjm`ik* z!JE}IQs0-qv)KVC>eBnIMI|PU&#>_f|IE~{?Nd$eHxujIN-kjFs@Qzm9zu0OJ1>Z5 zAg&!86wt}Zb&Y}|b`NJH`6`w)e|9)BMm!VY!{)NvYL}MRfd0y4Qn>hKK~`$b{AB_; z9eH7N$+1kvkZH4_Q99rIlX>*F!N_t0w^{F4C4OF;V46&%&~sg5iv7$L3K5k~yv~(K z(7uH8i{vMF%zHP5YG~nY3#yKqUh@dMG$(h}?-%O(2IWXCl%Xj#8$e&S2=Q6_EV~W6 z{zCtguz%t0UrU|X$f-xcXIe?mz@IZL#NFzb;@fA<)A?$W1%%E%ySau`b1d;c^ygcOYs)%WvQOwW%bVX~VHH`M@K15?-XN>==T9G!hU)BFGb&-YxH)Ts`N z;&Y;$T%KH>B0il$lH+u-VT*lA6I-)#eKGdw^g$&Y#14uhS243(Y%62yAYvrf*~~(e zi;bCV?Be{Met*=h+YN2rd%s_==j-`=Jnj!6%UB1BUFq9# zQr4}-sDtRjJ(p!Bzq_xac}OJ$Vo92uLsb^YyihC+6=p8fnCkW%AsAZBLC; zl~3`yPd?{|kWqby=hy6o^s$PjWR%-@&E`l^%etG#BKG=uUIXkAv9d#C-`?K}iPH}J z)xNY5aa?JGSKaJjm`mUDt1_L^fPNKCE$oH`>+{-#$?X(%)pSC12;Yst%AUNSrm=nh z`Rtd?1Kr2D5q0O0729&9=E6s{OWUi43_E3AYc(irE2~a*X_2ESQISZg9a6fUzS6sW zMyPTEU|VGsYMp6m3Xw5!43~-{Gnt2FzUh(A?fVQujwH^3ri;xrvQ+@tR+ZP0e*dJ|q@|fuu%^S~VY;t<=9s zIsEgneT;+W&&@h#uB9j>(Yin`=puE}tLp{2@=bd$C!- z;0o!DD*U^alkJ9|KWl0nDsK$&jg0VmPtOzN7D_ss+yh`=69(g?l;zYEmG*Mq-*V(m zkOQ2kvM9)Xzj7J|qCGsLd^RX5K?#m~WVTjf<}+c_KFLkg=WdZzc4*~MIt!Ayss@%; z7)gWOEAc$6el2d^qsZ z@Im8Y^0lSUh4}d9V>AB^l~~yS_#ZUD@@7xk-2;%Xrjn@I$~~22px`ZHtjfz8ch*=k zeQZw4ZE9zU6Yh+4rP4Z9+UztPvg&ym>3wE?uWmH)lZ|^lNhAhJ{AS}rglhAq2iQM) znB@DGAn4(<{qte7iDHp;NE&Rf`1tffz2D&4rT(nU>At<*Wc!yboHP?}(_a0Wo?ezx zWQPM6Gii&|cyhL`Jocn!7rT8YVDo!M95g{mD+F*uD!JyCNxv(o?QrQ@x!F@f3<-Ld(+p_3Ni(NUC~lP~uALaHc|W+CsIRLYs*g)Q*j~I~BHV0-PF2^x6`n(bS=q3s#Fun$`>$b@817S3TSk*3M^Msdt+VEfJ)>c3wmESP8Nfgf( zyIx;@Rn2SK9A!25_S;T94mZ~;G(OF1a@Uw`G`zdV=c|qm1U<|Cwv>3xU6v#f_hRhS zw;n?>L@sj_t3AS)B7W`nv1#9Z`9NG&+b$K2ah0&?u+L*up0`^sH^!ZNP%bG-mKIJG zWj8tV!yZ+m?O%ei(5#Dn-PJ)XS|V|m_YY66;2q>m&Tq=PEE1x-EWG8oGIE1&yB0OY zpJZFrXPh|qK0VhLQWVH*h~jDb??omG1TiS_NnBt+n^}D;FlXeb=S2q|L7e@?r^CJ|rHf z&h#q#ER!&Wvr1}UqI5vkCrzeNRlJ~U`mex|;2vrK5>;&Jq-#o$)bXCRJvGhmuYpLW z^1=zjB}+8uRRh4bDo}Z=?9TiTyQkZ&qvZ^#|89Au;&JEXH_4;k0rvD}wZ&<$8RM^yzPiXt}Jj>7!4B+(R8uZx#?GsByY6Q|lRixhMq?hT?d&X#Z zQCDrQuj69}GhZ5S$Lkkp(>~mDK2b4Of5~|xr7BLlU|a|xr?K7C=Y@(SocfHSWx2!2 z+Q6eC&0qKRewX1Ah>5b#&`E_?=HfTGd$T**LUiGtW&JMpZ!RxHGBRW2F=wez)*I4? zxS3>TU#sYId=5G=)VJs-sZO<>Yw#d&M0JRT*9XC9s6vAtneN3u{~&31!xw>e_z0f~ zH=h*l*FQ83)!J_vepkmxFIf1EG7CtUPPU>DE+MQw|3~aI;BXz4Yma0B(|1w;nk1x^yb=;acZDUY4x#~Fg)4plQ(aWxf(5iuKjv0MEq>NY5JqF zKUuEvEfMcV+Z~qouNB9J=`AiKZX4YRnVspRm%#$fVzELTr+CtRQ9a21=En|Jb5g#- zu>-}RrFlG=tD9SV)A+~wJx&lT1NHTe6SaENF}GFcq~ElzBvy=!A@{nB!Spl)GhsvD z;93T)BXaX&;?iN-HIh5qvZltpK9y}Qwo>}|TYl2QX65E`Q?K9XVsQCj1%6{G{v=6@ zZ7TJt2wh{7p6R=X>f0-OWmYrmoAN5Uke;jXc~k0DRQys>{8_qZWabvqzXz*?c1qqqiVs6T%6}L{~D0gGI*KWg&+BrtAnVv2s2f~X#q%| zy17dGSZ9oR7~h{dw``vGsPA^qLFH@A%z>OGG8?X>OKj=lPFpXcZZ$uil@l7Fp&<%m zG|mEQs{t6l-_y9?F2tY?QH{pXcyDDMW+{v&{l10aav?_>d9fNG7IIH1r1MtUYt07O z`pA9=Ndhjc#ZAysnt@&jK{S{jK@mD~ZtkzG#Lv{%R0Aesc|GY0C~Fr-wMrE0*X^EN zzSl7iCoxuc4b@c6ZGn%lI{v{%N=wv@kvbm1z(Y9)n~I+Z(#NAY@pkq@8^ts)iqLs< z%I8k;Io4ogE+x{zFv1SUMqCB%>5D=fEiw6@&%Tr_?|)tXPCH4_Ipa64pD|XcoVXe- zrN)sZk}PP7DS|rmu^o4(0+1bZ{#KS&WhriOn*q#nBN2XBGk`v&*ln0&)~L4|r?=Z% zy)@wwCfe9OOs{P{IoAE7V*KLFd5?%GuOB6~v_g=vsCV>; zYst;wc4&@_u<3WsfJ=F?;m#Squ-KvsFS8{6xvI50DqAu&c6;Z=fq{83QCZ{ z=?}8TAWSq_km||09s-}J(+}2Yt3rJCxl*;M<3lB%fF1ojtin`$0oi)_;m^~ zc?DgwqSKvM%1kgOhY&q*_rnx+>5EhSVZnUrFYTf@jSQ-c1Mm+y46;r})!u#( zUM+@$GIrAFZhU1jxaESvYI@mGHGnq{>y>jS*751IS$I#Ng%WFxllQtmU=2#XCtCjVS%j%j;2%z^^FUL! zJV!%<`gVY=s6}~Ahfm*XMfx%C-RXW&Tu^K(1k2{A&rgq2JI!NoTm$PoZhS-axP<^c zt7P2BvOnOtIg$b4otxeTA86)Th{P9y&RWgCdEjX*rs~=>en6I4Swle4q^U_3kZ)d4ZuH>tQ76dv?FJ zGcYji_2E=>XO1&JWX3Q~Q=^EuDyM~wH{gxLZq)KcFJ{& z+R|sY@`ID}PLDy-{Vct{*|rwujaqFr{$int`ArrGX1z9dT=mx+%ZwJ@8eV$a&7ov+ z3?1RA$pYBe(qtBS6)FG@b;h>GuKJgs?~%XX!I~sRh7RTJs%*32ihrm+8CM;W;2X9O zXO+tx%fX4^yGw}5c}`Rlg#at?8_*BS*ut?yxtc+li z7dZkNb15H@OI`xlyygo`DCy|3+oRfId=Rc`%`YfDhOmAWr1_g9Za4Ck1ix)YBRev} zXkmswPbT>LBgjMGD`jZl>kUy_=E!8)R0|QaDMAy^m^>w>-9j~j?J$8_57?0Hsw>ct0hGqZXPC- z`_6#>J6H4LL?|-8^R~o9RF3gjyW>JEILvZ~B|Q(*%w44VzV_8S@2RX8fx=-4DM|%+ zh4=Z9l>wgvQ$mQaQbO?d!f?5`YNbe5xB2NO`tH?;zg-W`yuV)arltpgR+0dQ!(VwD z4+oL`gCaY?at^v)$r&zd+H3U4&^ z<8oxVK51Z{guHeq9miQ3)AJc|ZTQ5~>a%2yjaw9w(`E?6a-S3uI_UCbi|eI(!32jD zosbV14%l_BP;(HAC9dUhU2~aX;Gv_!N`8%)e)k<40!~S8X~kRTcgV{@3uH^?!FGV< z-X#l(lk1F^=RagNUH&h9ai)7lYUG74(#vUg2*;r2`vd)Y4VPS^1G>2qG5t>$XOesB zML*T?iUu!jHsRT$!kBypCxE+bt^Nu>@4A!ZjLZ(Xekd1FD$|QBEETAsM@0X_#YSb_ zyzI@nO}8}<-B^wAgnXF#Q{D9*uy+6u?FAFs*l~()ThBkAo3%I9Co!F;?8fwAPe#OH zFY>uB{kS1Hcq?eT$B!&T5ct(1vF|{KM;E1(Xy&s9_s;txYCsYD8eNJVvng9A>1)_nkxFt8|^H(M89>ki4Yh4=Kz@ z`u{kGn&=syPEDRa>dbHp;EKr~&koOHvm495Xn$R$vOQuc>JBvkGs2-zhIx9G0RZBu zELhK)8YvWQJxPZsA77;)lnVnDeW%icwD;x2-GdvPvWY8uUFFqp32D|ibr4@oNRU3)vr3fk57ufjvAtP9a;#+I9)GJ0Q$TFcum24gZw~-=(U=QIbADq5Dyn064}lKP&LCl=}S7CPYE8qk91*O zeu)bFMmi&J6YUK(JTS1=O+$&=|K5osfp{^rI#0=6Hv15qTQG`)=`JCj{9-93o_zn) zf35Pz9;b>8$jSLvF<_>w`GB+w>NT!NK8&p5?J`QoG@9PiIL(hZ8k#owPY=p1ABJx2 zU@jaI@*s~5AmY@%(iSCqbO!K!FDo@K4fjjk?ibv~?V6KWB;@}G0l}3@Xv9H#>nnwH z*>H4{Q>@+bD9&QJW8zY}tJIdPwD0mV`nB=7&lwIH`9JJoLvxclF*G|MS-h8m8$VMG z{jc!B%emY*uvAQyL^l^wo26S^Q*p39CFUzlKgNeOl-HKfF&4T{Svf?46CoKvh867> z`h#YzFLz8mvaBVHY>XUk9-|2)z55a%y75aYlcQF6y+dQR$0kM!9Z^G;1j1NFN`hyB zE5pOI*Kh{Yvci&*81H9yUuv%G$J#wF?};haALYOBW&pJ+;j8); zkIEdZ^z_>6%UE8IN2wxwfBZ(9=hK|mLv$-=Cee1&&DNq8gP6CLv|qU; zgmYk76@yB>LpQ-E(oDWH>!<;kAT7{)*?3a(=*D2|@47ir%~^s*BOpiFf;9G}yqU3C zY|Iy8#6&H=s^I18%7a7UanU{908u5>)YUF&x;c2AyV(@WqedRL{_Z$8TV)tDYs8M{h!g04KKmXMSAxZ^qm^Kb8(kiK zOp05so_E=TZmYT^N~}M9m4$wu=bj1d6v)4o<6lNk*sm};{~WZy&vbLm2^u4X4l$M1 zXK=c;#Wl!RDF4-Q>VMUmg+wf7d4isdz3s} zU;qCzU4$%1ksoUy=TdMWN635&TxQ~alFq;+J{g_9J=9K_f(0_`s;goFZX3q?QNv@I z%u0#MBlruQMO=he=w9+JyYyc)PH0_5+DRF+^PsSCA~MauQPr@Xgel-`lP)DMIU7yy z$DbJ5!MC8 zcSeHGdkNf-%-v5}c=sq)wp+09dBKEhq2^0Q7sVY(vHP`o;M{{!o>fpU$;l#|#XB^T zm8YYT_Y6x4j(>U-&9~)zuREg}3c1PtNCt8s@L59fbMUf*YVXqeK{vz=4Ap62p`x zNe-713!`VSgkJSbO+ds8L$i_9b(2Jw#1n+!t1{zMVjfR}dS<@UPI4Z@8#5XrB77hXzQ8G=0xr?rXx+A^CUJnFSN5d9?>;KCXh5h$paCTNn4}=?b_Py=WV+773TVL(_l%q zRu{BPPe-0pWWLi-XeSKpY=414Z^8^fMbtBJwt?|T)$rPbgIf&uRl%L)5?4oDJ$i`1 zHFu|N_Hrmm{l^kcl!Z2&=Gw&!xN{|qHyQEQLp8VKwlC#{j1qfQh!4dEQ9nj4ZMXZw z+%DbjrWh-jVJ;PFzGBaSuy^!9wBhkd;i2ik93Bh7=f=Bh^jn^U9C?ewTtnm`5klKj z-J60RpaPb*1%5M1^0;BQL;FBL?@SHlys=s5R*3)%rkHrn!)4LpZKE~qqVg%NS;~0? zws6sg01XN_IC3ykwOgOv89Yw1`n=+R%c9TStJwsD^IFeKA>uJ37FrBgdNpU4${Xgw z_*UA~VdCCegOkISSBuD>D7zE$JdH7OWXL3Dt-zhGs~B5mes~ezQ*7%~5#YGtED_le zWF)v2q>x`%a}&(6@n)4He2Q$l`I4R|X1*qUxSko;${^piV$3!M9p&Un4;j;y#* z?=mc4ONR3P`D`9K0lTf{o#~BX>$y5rBFBf_#lo^1-;I;f^(D|`yU0%w_Ef37&(+Q} zCFjNvvXW3u)O`i*=5|R}lj0?rPBB(X`7syktCR!B*=skK4IfP%clRs{&NGN}X1Zfq zOy$&hc4jJM?WHz3#X5)u4BsVRgLk5oyd)#3-W?FJ1sr-X5)qfT(zm0VbFCM`NT>ma zN~-aBYnGF%BhKm*wa(8zX|ZG9uQxLZY($b|hMwKt#~+%#pUHVKuy%1ByZgOSny#MV zmm?~VO22VWLixPcj(mL<&p1rT(rh5$VTen7xL~FdS&&}_4lBK5$>$oMDWg_LdQHMT z3@lmQ>@oNDj$d)@-fvt%M@a@W+3D(Gb`!8dA-ECZ4_Zp%G?j9^EsMoB^4=puu z7l)$tGsm3WDtisCXB^$k^I2yyLUGxx)B{b-VN4S+r$h=p*m6jtuEsXrcw6_U)_+1c zD3caddS~N;*E9b`1Z%TqdirTe=VV2LdvQylS}3x2^yGpFZ(F#v97jxX*#$R6X<+us z9O=n4Vd5%vr4|SYYxs;7pKFFebZswz*Mr$8F}l;xd@xdI=!Z-|yV^`m^ao*tjgSZj zW)Wc^iQFvpZ4-Xe%G$VutPjO+U9YpX&fj-){icehf?GG`4e6T_0fV+8a%XA5sE>FQ zc5r*rv=sff*I)DJF{q9j0Dmup>beQp5$1$--x=Y`=%bT+=DmQbd52f(Ufg(h-?6fA z0m!6dgw;tnVQ5o(FKnV8pqesp5{-AkC&3CI8BH1OT^4pM74~EmZq_HEMh>yeXVo0z zEC9?_gYQ4m@S8XPd^Tw*4K6Nk?ER{_*uFhYo@cLFQer@?_IZsZYWPBX)BnP$Vd=RD z;4Ho+>7puND`R5_po>xlnxu-5J#ZB#ZU7XlCc>Ovd z2vZPO%#*oJK&He6g>us4K4(WDITSVTRXP8iNMVzvD@r z+fBP0)ip-*Yn}RZ9=v<-Uh2f*`wo@ZIXpdS(r~uBx~_IMSTjHR7wNhi<~wt1sX6&$ zN9`B?9+_Ppy=&Kk6Cynul}{wOXi0;)Ie|X3Jd8!}(9c$sk^r{nU`nUCdg~RbL z&bKs${AXZb#nbMe&zP-L(_R_ClA3Ga1TcwOAh}9SPYgw2GyOS@d7VgBs7_drn$P-E z0O$_P{=i*PChI1FGn_$_V{Nk%ZKF@#LKO?}sj z7^;|-oT*$+VZt@(7w5fVRUfBW4UAw6TmMx}uaV{$S2CKdh(3f!_D@>s8D4!BNDSIN zRoCq@;qk_3XLHzut0Lx|@-8~+!v?lxg|1r5_}Lc(VrcloWe3L8#&$1UTK4%L$z^dO zFg18Y%+{bhXKkqD7nl7;H5)Z-sG6Qy+#g63LLP+EyLWGXmcgJ^<^(7} z!gmnecBJ8Ya1*GPfi`DvOQlJjKNs;}^^VdWtu!6*r5XY4l!MZ>fo_K(*ixPEp0iv1=Tm8G7= zOqTMM`r!}K51-G)W!?YP>HLV1FNecQs{N@dj-97e*y+$si_nR+` z^}S#=IbH83u*@V#@YJZb6o9r*Fqz=`d2EK#yZ(P3+HG-JwPHaKv?4Y~X^uPYr^ki2 zf0FLK`gBNLRu)%LR5(_sp#I`91`4a{yj*#o9G6hJUIJ0fYdgNpfsH+{!XI^zKw}mf zj-X7GwBNpYM$%FEn|6NPG-O}6kbid2@y~vn_3X1ETU%Hp6EjE8w|*=z zdvp+Xt$zE_UZWl!tff%REm@M7hZv`a9$ZO$jY%n8j4L;aRZS@tmV2GIOqr)8{L+UL zTutUS(Ki1>4z>ILh~QuwQP7ufl47PF{d>XDr@|XQsid9kzQsyfaTwq1HshhoEj>fZ z5H0yO+^!NIF1F7sfqFDCf48Gh;A|z{NFYIo-g5kd*k&1V7ok&$@mxdXz;v)}oI|AxJC_ z>G^6Uez2=%qmDX26dMRsG+)VlQ<+Ogqc^3%63n*9P`gL=d2>v9-l!IMj^GKrTf6Nl zH#+9sdP~WtZ(706k5y zv#Y(jX^bx^@JjF&lwopxBh%$EBuJ3x-h4_^y zgrd03MR$29KBL@}ANDVqF(bpCKd?D}eM5;N4g0N(+z%}dI#X7e`k>nAUn1O3JndoH z$lH=<>Yn=|M+)fEfSG}JSW;-?G<|&3Tg*Hy=KFe~g(zs{Usw&)@bVb@xYRq&_$VqK zmAv{}`9nvF_5qL~)=?eA)Bx+-9OEu*BvZa+f9Y9~-HHdCt6p$7?FsnNNVAUnrQ_># z{I7`TY$I=Bz*)+7Z5Bx$6MQy{9HU^WMA0?gnm?Yla@*O|zC{&@rMp~{V;dK4ov&nI z)?x@4IkkS^Q{hqaK+)9CB`L1?<%DX6Y~uB~C+&=z6g#@5+s`st&4c1FlTZTGr`h<}Sx71cWE`Js zAHV0Gb7N@FPf^fX{n2B>uKC>59+mCn@smn-H{p#Q=2{wSMl-MC#<57lvg7UAQP*y6 zTO3?>AQ*%JKRXBu?MF+-r+>{~m)i~cINo~>dJ;H&=MCP6UBP9 zV|F$Q(qb4nK7)emH~7{(6T$yKbRxKYQr{2Ona!3r-xcq{$LqA!LO3)4 zI9MmChjdzsEL^so%&3~Sbf0igI^&qp=_`!(0a9J3Mn(cIBjPGfbxXRJ(q2$LTk_-# za1CX3~(hcnJ%3g?d5h}q@dUtS8tdC+%X!Jk% zj3L`RxecQw+|-s?)SQ4i1ltP0|@xg>sI}xA(jp=kY*U zAkW?Fj@cq}sVgJ5nl!yk9}4$ly&Wt4{liQSFVt~!>4~CV@RZix{%fw@BdYq}tn&oK zJ<9yvtC(7$vGkU9tif!oFon_s2>&$Z!DxzxJNyw=M$ zwBUNT=-Nt&`n>=hwzP)ie#Pe6V8~= zvNP<3j8c9#W13?vE&p)mtK`C03))~0s)->M#`K!1W&6nTKBafSMe~m4#KCR9>R0Gu zn(yY-+57@y8rfmUFuD-nDnS4$W7-{CJKbjy>v}%Gx>NtxGXD#Ujyr``Gvn-1!e%Df zLFI9hF+-YM7<>CtI>U+Dr9XXL{M3tZvMzuiaGVPvDduYe_@) z)>{;K_gxn9kp*1Cr4t9MYtGdQMHa;g(LxY#?IzH7*gh!r$+I~=Ua>PbEY#!APnHqy zUZ+M?QoTyw@)*%{38H{=6i(J1Mqe*zuSNUSgqdJdtS5zXCLkF=T9x={ny5S9mw4dg z8+Pb|Ddm8`zb40=45|bQnE3^3x0a)6Q%-d4x%x&r5L)*+(Mn(yQZ#dcWvS^UX}&H$ zeNkR6Dfaqvu=4!F(ml$~?$JE&a-oe_El3m&&6SS@gE5{Rpw~{^(L3p#aIrruzp|iX zvP8%N`lD-a=%nAd7+XjUfXJ>h7iKe$EZc`FkA~;j1$=RSG|VLR*Fj0tmLSZLY`$&| z4&+7fwzUIpx9Z<{=68*i07~|PC;>}71GatQy+v`-=PHM~<=5FyPgHs8_fm1%GEaLL z25^PY*it#M5@&HUnjNHXMmUxsEXqWL{~T+Va6a3!M(#D1^U^Y-{yB|{`t%^D{ucV-wLAN3T8rG$Dnwhq9~|6Ro{-NXO0@aKVtvX z>+R6pjUS|rYggWoVwQokJ6m$V7~{FtW&bUQcxYM?452v)*qQkO!|VSy)wi{8a>w`c z{CzAWt2gMzh&UqDG=EzmI&20@A0qOt*HVbzkSr3tPW|B%HB;07DmzKyhE)s5Y~?Ef zOk)4k*S&p{?migiXXzU~_nz1im}elrA?NJwXxAuJ?pw#KrKH}#LZ!_|WYUic^}BS# zm0>FyJ?bE91*@#LHMfAhBau)WPcZj#&v0ef!4N1n#%wfd+5PY4ol?Q%M9uvMK^xug z)xaqM2Xho(hq#}ibLQf7Pl9hsl5S)D>5=(`ll69esu+9O9U-5DEXtJcn z-rOg9Wnw)TV=Ylti>x&~l+SLn2Uw2>KYEM}-S1;Xa_{mJM{;Ie3ZGblI_>WDF&MXq zqMwQO;Bx#F7?dcyf@({D;n|%Fv!D)@;#MUDfC{UCJt{F%zEM7kg6i7 zVrYpN=r$Z}rH5xyY%M4AkXd)j%^uceU2#goEE+gntjjQeneBOqBimbmC9s18a^J8K zI0i-`1e_6fjV0s2CjX;x7|dx3atgb|(68uvd9T%#m)ty1@%=dw0mriyu|Uqc&`h7I zK8B_W=pZ{D`CTn!xSJ%nV8BaouuY@H*#HoW@34eLh4q7T0fJr(Pj=CA1sF8L_C*be75s^l__zoHG0`X|>dW0W zwDyEtCcsfC013dIpH&_#bvZT0CiX$Qp(N@52Y5UQJGjoI%b7zw07nfU_*U=%YW~}? z+_|#=oOUyMRRcSFG0=E3J8G*j-|g%jDM4k2(azB#U)@xASWi&DQ;S*<(>?_?raZQq zf8cDYt#vkc>72HM4;w&|!DXrMX+2~6a&f%(=>^rj12hyYxa5#_+$eosRq9}ezYE7b-Y&NU%&^Gwm0jY#tjZp!{Kp8|3?1wM5sAMKk}f>l=Y7%XdH_1(hb zneX~qseL;Y7cNTEo99Q?9JROQc^N`(HX@%z7Pvu61H~y`#?R~O2hfHeSRUsL2RuDF z>nZnD#F#<#!^7Al^@#MYa}4n;hhyUQJdXab9$~1uMsy9Vpv>WMF!Q0obOC{mM*ln3 zJs#kx{iwCCveTv}qMfFEpD4}ov&GY0H8rSd z-@4OfjN}4)rEA^*iOsAB>#8MO8q3(?4x*U&-JHx8RrXus^LYkB`uM}H&X5F`OoW^wR==wdpnNC)%Lyf;Rq{Zi% zn4Mk)4@-MUho@*?MH=nK%=Nz->?Ato)jLWp&->+@ATt%X*Yu>O+LpxFd)+L(U1zIB zafrh3ff~5m7!@spGXHQ{LS-3gucGqi^5`X5c{<$=-AhfxLZa$kJ#{%eH5_pwHV&9V zeRo#>l-LQw5ra#{GG|7XZy5N&kO44MBk2*XIyB;V`QNU4PZBr3SFI|%{0wGW^29L% zjX$_K+BBm;MDzW^XQvf0#iPXQNL6YjkJr2V!W6j;ecZ>5mDjqzAh($e#DNOY;^^-T z)`ms0PBTMe$u*PE8%@ANTf+r!6IeQ^F9?&p=c3G`h>OZu^%Py`&sADCgC1h_IHeA9 zxeWx$GuaO~{nNJO?Mp3kRH0VAqnx5-1pStFy^xzyO-H?WyP-Ep6eFr)_0B@3LyNu2 zvmEU)BdEqC=7k`*GsXE#H>keiVt}V%wD!CDvC%Yvo)XFS*^X9RXe%3lCB!vg32W4p)SK(zf}W}|KJ)Nk@1DZfv@=;V5AJ!5 zlx2pWX5$u*VG4;K!UP5mq9awK4&qt&QwLKiG965dW;nDbxT-5}8g#K>6q1be{oaf) z{k=J~WZ_Mi%uet`0yMr{^emVFC8)pCZ!v>?9)M;#nX4$)9BQa+%ISgYjqW%_vT=25 zJ~8XszO>8!(dgRmT{l=GN_6xv)?eQqc8(q;P=m4B>WuPh+CvxYc0tNfT}`oK!Q7H$ zsdQCcCZ@WWbUZPA-d|g&HVz8Q*46ASg&q=sMo>zR-v;bNI%vUyzTp!Zk;J(&G3F?l zg|8ApyRE`VMtMPp!-r-YVbI$v1NSb2RtN!+PbR#L>LPfy5a=;lI)7qv!r8 zObnb3@Uyy3FJWbRjq~iXx>g#yMKSQqgLK6c_lES;YAuTcaOjnhrM9IMLldc6N>xqB z26-(xgJNRtsPu*yR8W33PN2ym`!WBBQ?liO8A@y78h5MRe(P2l{x|P6r;2p{{~&}0 zr+ej_rzQx|ph&N^3Qb?0TNveMN~|p9c7NDZ)3f_)vY>%=ZI)h0a*{eMw2RjgBVM9L za^JV@g9#Pv_A|i!o9~oXwj0p3dY{zZodU*5zzGz@tApQwLKM;;rRdXL+Y_%#A0+0k z`y6UU;M49Nz>L?Tb4NkbZpn*tzmFY(~>DT^5xrKme>n`3Y_walx^A5$AjDO6+E#=12%wmXcmeO#5%saGa|t?CTP67+=rha z+PRvPN?qU+B_En@HU6oAv}wo}hhbD9Q3`O)UFyd*_B(W9J=$YNceh)JujcR&0W<>- z5W!Cpcrg5=;~8=GA=ih4W#S+N^7rF4-E0>8LJ6~iz=KkG`%VSEwdgR5QEz}WwcFYUK3l`zP3E4E7yy8BPsa#U2@qt&14;M*oZ5CJgOYV^!$|#~WbS6W!wB^ECBRK0SNy6+S11qECfcG<%)ARIr+P2c}csyd-}; z?sF4c<}sD<-I#ymbDeTv>t_qln$OwPjNw(0;*?#Q)_!kfM+kwOSTRxahtR`xLOoS4 zQ9=YV7bJ@DoQm`3(;t%_eZ}kTah+7pmh0VZ%nQw>Ay;&Q1#IBzvSAl)PcK!~2(c zr2@TVR=r8&wT}%frZFC-kee)Qc01!72V$R=pH$$k<#EDcTBS}+1!Dk z@&mK*)X)a+wU_slJ$}>3fI3zWcTpv>n*T8EUNjAU^9QIY z{r`^s_wC1im5X9nU3Ix)U3X1$DZ&hxTmY2X&n63VqQc*FxHmrE&R1;tEz>#kjkjqa zYs6P9!Xk->?1P0e62ua`J0r3r?NBDf-n`B^9MUx8)wDmzjRl+$Poqug)c%!)MPlkk znj6)VIHQ@JgOQ=>dH_R)5vwcB=Q#iOOu#&iS{ddF)jVs>@53Jl6`5A#Eh~nplgg#t z_<|%#S?lPr-1kLik62FxY$@d-oJL~^B z2TiI&S#j}UCE7!Uz7Yg}9k^Qig_vlP&LG%c6UgFkRd=UZ*{4T5r`HSYb0P^KB`#Dz z+gKK1v}8EpW5fX9;f}qrg(sd3klv3rR>+Kn%q?Jd5i^!W_i0y$IX_|ojsMLLD>gW} zua5kEHfi$#p=~NG`bRdr)0gg8Oe(RBb>rSo&<&14;siV+aEB&gTIA$+h-vQkkLw1U zv2oY%4AjrlNWWYJ(BC$#Nlss=Fp;Y=7vkk!W9t)7uh#jq%o@`-+3j*`EfJHo9MfK) zJ)I=;5+rVg{K_2TBq{lwjTuYbNH<;=DTEkdQi?Yp1c(I_=e*EttI0FfgMd(ddsO@ngjk_)+xk8m|T<;L54SM8JIim zp>!E0=Ax#Fo1Nj#4vHo$XMg5ej(_LP*a6S4MGylAv;51(e#JnDHQYYfNcG&F6%`Bd zz)bm@t{c?ZxT3%@y%~*8{#69r?k&WN!=LC|+oFP^p8PuCxuWW)Z@A3zVG~fo)yo*| zF=}wUPifoepjEWZ#$B(giKv$Ny@%7rW*kgQ;D>4)>i9@bEOqKIwqVNDT8&ci04~8( zw$SANpIBxYXp`<4Vf5F`r_d(T+@#@STA_y9SeiG_@+30xnY#6K282-u5uoU3myEE?{WvRP0KAE=|q{_ac7Tmxv|ja1KfQAF6D{c1kPn$2 zE0^C)Qywec(VnP1^<(K!?V+aMSH3NSxo*Z$ zD;qTtAohBVw$zm6(Key%^Xj2M%4nMwx- zWEPqS=or90+@;fCh#%*BKk|dm9vE4K-E*~#Od#KlRxwQ5_MeO78jh)YXU4-=1d({N z0mfktbMN@3>)oq0j?-bqB}A)dK->Xd7N*Ny)&9|Dd{tWwTEP1{{hCeh!Bx?LE(VK` zsqED(bu$n%-@c(ZH|l)bjc6HMwf&p95lH##qsHXT`{#8-mJ-V`W>4=v$cd^47kLBP zRmVac#oZIj`G71)$gAh#4K9Y}2W5cFDiwe$lP+7)INyPjB?lkI-zxCQ8^BO{0z_>x zYfZARi}T;ru_2<7b?HcZI0PXHm#X7tANO6pQg;^I}3o>X>@G1MGK8aYG7 z(U|raC;*E=iy7z>snnd4Q=1gDNiqKPNLbhs!T&nlB=~o1Kz}`)ykeH&@91Z2G{R2~ zrYp?T|Eve4-oHZ9H7!7tA2xDVIK7BpOJ5#r3p9C};$AR(H5>2EZhm!jJr6n@|An7@ z5h^dT8Fl^-tz;~8A?C?h&Kas-r_q?4+yr=3DY*f2h2*;29AEjuHTl?I$*2kCiHr{7 zT3Kcc+@2(s#>ux4AW$`49~|bwN>?T`dkBIU5*6cmr>e`pdw&U>lM*|= zCZ=el@PDw9R=OI~H(J%s}sH-PeV=z|kNF?+n@Jw~H)iCF% zL)teR#oBYsc%o1_U`NJfahGP=b0^nge0A}&{;#^Z3Edj~4YL~$sya-&d>;g%E>%`} zvKE#3G3Mm$!d}D@eWX>G55CGt;icZp%(d31!jm%)cjG&Y8e%oEMj1SVNCIy*E*pO3 z`1&eI=bsm0bF}g+N}eqK3YWJ~HeYmg8JFYv;pEJ#eswW)DzNJ;`^X|E>Gk-S-`_94 z=03q)fb%Mv&OhkyXajh?Xy(!sP;7-j64g;!@aI?@ox0|x75({*DNmEoy)h0Vkm-Tm zg&ShMLt*-o9MUhzdo4p^iI%=I`AL{&Zd4&r>BJF}`bN!^-d7W^hi_PA$}@ZR`(GW1 zI!v2zD>7=?SIvf=LiIz(tvw;@$`eRbXfd@~9X0m8EL?2gds@41r-+wDyU2+qG@RM;?3@v|} zI4u7$HaNIo!Xa4joP0N*Jce3-ej(C{+=BUa(|o@ZHpu!<=9XuO2R{7D^7~hoyZ&i7 z87`6aG~JBejPq-x{^Q%KFREFVC&w6lyA|Cl{BsqdsL21v(YeR7dH4T+-+ODfu4}F9 z)KJ_jWu>_5*b}xM9I9qLBqS-hTcjk7^x!O#yWL7r48yQ8b(%z^L=q&DwN52cb*@B` zqO?U$R1R|3@8kD)^gn$(M6T=lT<^o{^?W6D)#nYA*FBAA24mJee50Lg-QyuBqrG65 zk36Q~&UvdEDoGKV%z4By53Kc?GU_l%j9Od^Gk(Gcqcn)lw;0nXia_sFB?@)I7{T-x z60uRP-XTC=#_B7|CWA25+OG4xYsmIrTPi!x{0&oFddpx4pC|fFepM~jm<~;WA&P!pWcSEZ)tB1ywQfNNwq{xJ@tfD zcByrBR~n39;YqsvT)Vd?EE18HEf9!oIsB8gqPiy|?~Oai;3uie*FY zWu{1#`;i2I_!fnFXRt8V!a1$ezF(#wbv`w;qLCM15fU8%2+;=8ysSOMLT)`3KHl z2aXi3E6OGpzpKtLj_~U=*Iz>)HS_G!us;WQPWBB;T!(0ZECBFoH3$@s!um>y?Tvj1 z%N-wWlj+ znt~sXc7~}E%${Y0))@KKyNx`Ydx~>R2Qx1!4;HQE=H3Ascdl53bTv-c>_~9^Byxt6 zjj^v*^%XW`8DT9`VCsumCi}Q7_>U3iY~rX6h2(pcgQJqgikGw0AdknSiNO!BkjkW2Qz#&i z5H&@Gg5dxQq$~87_+_8b%uF=#d526F?&A5wtV#_=WgDP@*;j(S<94m$IW3^})%$fI zzu}6&sNGu)OOgWVJmJJ_Fl{juApemN&;wLw`^ECF4V-S9IGEex#ZXXZ4x%6(g<Q+l_md#Ro8C*ixn^mL#kIGlW|$Qm)ha zR+$jsLq8@5d#+BKT^b(e+jZ@`U_00Q5tiq+sx+r`FDLk^#+JZ7sf9QG4B)EtcnIecqVbGZ!#^3-E`7C z74%o=?vICjR#YZQxvDBfu8U+NS+aTh7P2|4luXeiCa7meWiazH4Fte(7=_V^P zFsc+m>8&)ybE506%(3`1VTph(pQl zC*14#p)5wI76pjKi_{Z}>IZMeJVX>UAAIw4G+D#In0y)6RZAM`!uGlcSx|?D+JFOq z+YN(cwLg4}JyrJ?kQ1WpeM_2BvNv*pgkcpz4+cBP^0i~msmqn4H70>VHE zZ~hpl`xrZ2vp@J_uq(!2$3XZ*o1+wLuR$;N-lRuj_DUdZss5zkld4Ghx0D%3m{BW4 zeoh#v@@yUbH(jx@faTDpZ6}(qttF?94%(F61k^h8fF)j%#^FsKY#nbGo=E=;`q@l$ z(OgNA41_L(EozxWrDy30O=kJ|sBhBSjuG=MHmV;aRQA)?1-LGXGs~Z=Q7fjG7-UuU zMsm^oz8rsnFbSOf-N<_GUWf4n$$fPN?X;PyeaiWZyhTzQ%|%j)C8Xg`Ph%6g*63+3 z+F{0#_9VvI<9|MC&NmH@ib1MMeSk}CWym->@W?N#!r!!)tCX=2atMpqML!kXP?|Ba zcfdkFH0BJaW$=;y`0N?H`4eWhX7n`z!AoM(yQU9Im+nFkFY+27F`(tIOjd@?RP8xC zrnj`uC1R4Xo|LyU1paOEe({yt88c>pR>&0#k>BW@yRt$wHLr#5m+}Rc5$OInhZ06J znz@JOPHbagmRVeZ?P*P!a(rMj;W_t}JCfMTQO&?g1ErH!*UJF`u(S=}n%yX=usqke zbN_ralzt3CjDlV$T;=SYrhHi96wN^hqMKu*z} zYhrF}rlBAdc9I_F1@vG7ATD$jQO{SxMiYXM*|!zaBhJkwHA6>ffs=gA!rX63+)wbS z3seg#;IoWJ)5qsgy6GaP0L&LeaZK@zhoDYB`OimUYDLdas*>i6A6>Z4eh)O5exqAu zzeRq1bA%gxsm7x?kPNc_mW(zsJqy}pGE@EZSIx>oK;{P>zX0<^Ub;uT5Z`wn9>SHz z$H3P!p`Z{ZW;0y@tl#w&@)>~M`kA@VQTai(qpPTnH~>kvTtw=VhpA5%^N!hZkMx=z!+uXnLLDE(? z4JF3pADs@l*T=-7))s_|vOIvAM^?r!YpMN$MeYNmSFCqML*@0jTb{kgGy3FZoekP@ zNL^l~++`6tXOyP56RgL6ij97P(B6_pjKw1>7qNVnJbspp^nUnT3~%ph z+jCyUl?Ghzh}nz=WUg*sct**vn(PVqA~^AjGDe#t?XZvlfe0w-=&c|GQ#_IyXHj-f zACl3y40W541ONkMaC7yPSoj8v9popbU>kfiWQ`CwF zRhAi3Iv5j}N!GoAAPqgJ+0o6`%ITBw6 zuap_y@WB0`t<-N31617A^*@)hQv^$ub>b^Moi+5%e9xk9{`u%_ts7$sH-`j~jNA0S znJ!dXfnBKC&HzF1@7*=VUV_bN`;3JV^T>ZK5EfnPCu&YF!=wUn7tJ%pCXZu%1%FWK zHY1>&o4Os48g-JaW-!1cWQADWjm$_X9;m+d@@hx^i<$B$Xjja-`Bjl&60H0Z$%}r1 zuaxv}K8Rp57E`fHv5OFpQ$XyJxPjc1CzIs#(DXTdQ774kmg8&;`XYaD$Wri9tA5E5ZdUxVE)aO~ zLbJ+PvPakNCV=GJ4o;$B)^T)T3!$Lr8^MV5w={S!3xekUvg-S^M(~WFF6#uDwj8t| z58y$beAdga;B!>qRfy_DS|Hlul61amK{;1m(y|r})EJ~iJa!*{w?xNJWP;gpF)Iy*x4?OZC4ug*clxEkr01I(9*mjz z9I}llMi}X!$O__gO;KAchcW5q?CvLs_OaAzr^D$GAS=pE%&@B0(8B^c^4Gj_f66QM zf)t(215qc!LhjH(7!nY~sCT$VvxsVu?fa_{J5$UA7Gq)zx z?4Cc-01Lb0$-;uSpbpt9G4eCEEo4o&N^!1!DP!=qLAy(WcE?eJ-0hfoWwMy+Oskr{ zJdSJeJc}BK1_3$6@#mc6O}dbkte`4g#T13xZ!z+3P)8ne29=IOgBG%gW?mcI1yH|Wg6)TcF#Lk1q=*_7Txk}u)`_7rJT!o`d|mSnQ

N<){XNQI;U49^I z0}A-f7#l#Qk4I@SKisg7aFte_ua1ecFs&~Mw^-D0wcGfj?gzeXtvH0agq$a> z5y`>}`WIX$2+=E$vq=juEW-cmSsBwmX_PH@v^oWJ{l%2yzJ1jU0>rc+dH6!3#x;@~ zF(t6B0ka1ISTOZYxix(Qf)N^jyrj8yRjx%CNKZSE9~dnxxI)!5x3TVNdF;k?(iWR7 ztuv@PqsLnef8R6Y>GQ7q$FCY?LkEKky3g0+x(gU`S-#Pm0CSEm3GMakN6cYg( zYXBWcke+prcxaB_LX`Xca-#}WQrCM?~UFghm9U9`M!k=im7gB;n$Ap7#p4=}< zVwSG~E^-u7?uqfQoCMK<0ZnI^ziN*JlG-x1PLkU3#d0ulf`U3LkQSh6I^H zaO{Tsah~jI_(Fbc2`45df&~`spkv^WiK1s!{aM$(C>*~;@z8Ph6OpoxH8b) z(@A9FJ3lv2IUs%USPj*~Vt37);q%F&ekCW)Rtq7%tp&xKnONA>-7q2zemr{`v;WR8 zkKtMBBaQ?N%)OeYbI%hjeYOW7lIm}c1?;y;tz6s+WzWFEm!6LQLiTs_Ih=T|wWr!k z(6^piEuwsOO~;40$ZfkOsjbEqOtv{fW>{*JRX7U~x3@mVk9gSC#}ajHCN!I~ZcE&G z8Ix+*0O7ZC=fI(s_W%3v_LZd~wQWotQXY0;!DJUe zjO~`hF+aUF%ynYwX@!IsoMva(AV5%`o&I@)oN-aIR3zfWh}H%zGZtHPy^-FNoP%Po z>bgiDMuiZ9=WZ0c6L%7m+DlUUeU$?nsplHIz`QY9bteSlwJ$b0c81tBB*YxNX0#~* zS-qQ4J$|h%og@UkR}Cc%v)D~ACh&xW(YdeGm)pncejB{ec8crR&j))S$eWC`0`K1R zQC{nQ_G}~1k~o7dGLODnUYNrW(d*}(zgqZy0<5Tj6|U^IREzmb15+4$5Aa&zUb@>; zw*4#)Zy^L(_?6fCN!@@Lf=sSD$sX7rcMjrHp((%{ia7h{22{UK z0u56tgcAV}O%t2b_t<_u4|4?gi_cp1{DUMZ1l(Gf=lYKoV!tmn$N=MuwLgnaBxVL< zIs|94Z~*kKBT3Tlc=IEYD30%s+vpEa6C^XzTUP99HcE>~=5=zjZd33C`^NUB;X1Ab5!9f1#8q&9XwQyJguX`x-D~2X(aiRj(Wr{Gd}dNMm_zPL z8+nR*n3mNO0sFQzx%w142Ep?Yf**{>P8-u)jXr9kXnn`w8Q*9u?&@+>~yCZ}^=wO7%^g(7rH_ z&W1fM1kMy)fN{s5a=OR(x$?)F*EXg?fy>YHRF|VN5LFe`f!x5@5)*;;%$cdd2dN5Fq_yAcYVi(bNMCQGpv7YG+sg%p1Az;$iWOc2iO)>rNCAl5Q1RiPkM0wEC%EX5 zyG(1-Dfz((ecbC5`0|t&F!4jjR3sWULfGOg#Ka4Rd2|9w6p{6}-^{$OAHKVZg!T@J zx;Bobjn7ofo7*8v*ds?^3^FzX?4nV^HA>piE2f_T*n@}hQi18i-t>tk(9kdo{^x6} z_eOraGH{+Y=}bq!{zT-azv8Ust~)uoD%#rG=(j*YP@|ns}14 zJ~dU`AVz}sdN-R!0^@0_k$0bLiR6m8t3`oPP%YD63}*t`VC>xDxkk@p>5a5Y-;hR2ju)y6 z`m`RExv7y}5k>xB%g7xX;;8}GHwSPULk#6DezDa3qPS^`hiTRY4Nu=nLhr|w-&t$E zMFaN4ZuM5vc3@(IC;xKAOi)^LGd^+WO14XjLkuL&u8`>tqDoOMjdOmzR;TBP1?_%c z#SQarMI|(kQuT~H4h(FY?>f0n(_DX1%qeYX$ZdYtC7|GGn6v>>oXi7B2SPPBJ5JIb&{wZP%yIW( zpsTGBh<8fkKOe=*T@!m8nK}eU+0z&4IKerX(zbA!)zQgjcXb#f!(-k+s{q^%z*L}H zZmZcH8HFA%i953?@3m1tL`kycv*RasHJ(OEmZyK}iUV0g5cpesjP5+%-OzaQgrOQ3 zhNW{E=ojYp;~NJ1Ed(=+GqUa?r5L7W!LS%k!|&DE#-*vV5_Ea~nBP793lg7^o#Ig_ zp!^+3ns!wpR5!-(u8(K0#O-nw)*#*0d8{M}n-w=;db+aIevL=&uWtV>v_cwhs&;bQ zGT#GB?M_1}KFT|r@Z~!eZqM8CUjz}ow_BD9Fd&G?IMYtlY!K2$%*t*4ARA@EH>b#Ig@O@ArORtxB2{xIkrLk{~d__hdXFATM zr51>H!&N}n<+&EZ9X!Ag0U)MCe&Jq;LV0AM|5dj2qVC_3ajr`1^)t%tmHQfTl(;qc zGyA*IxFaxFl1wK_1VSyk+-5i7YnUi}z#Tyjr%-3!&5DvL>s^;xM-q8)8KbR%P<&524HlLtNnHFh`#ul$)&&fBKdLjDa z;iQ$tfkkN^0wmR-z#F`(+C@sAueOv5dn!t6GEAo)GrvmpYVFHNv<+Hvq7Ph|im{QI@&8Tu0J7XbOOIZvXyVilCBb~tv3W5R# zSuD3N^ke?TMs+Yh;`n7PVRX|^QMK&%<>9n8Hww$2xd#-S0E`X_;|yTdG;k>}yxC*^ z0miG1kWrrA&*L^|oZmycFR3m)N_4&JYrbOGu=j4vUXh#M56R zHK%U4mO-X#CTzRnuwH}PIHDnt`kcPC5hCVvztgq(2I(F8lE<{?NV%Prpaopw%qm8} zsrqx54`t)gADeIQ$2TvaO1Gh60V)s$0TebFh}__^kbB>O*+~Z~QO5(pnudQH{zq^= zJulfYi}#y?U7zqs(XaTq8xb%)nQ3@81L}w_5JCQ!{@MJ(b4+G0Z->jBJmsgoHeU$d zaRsG!JQuJc99Go;z_}|`a!|m}P(PmVw9LEIKRqfA`PXvUS586LrTADinDwc7&Ka%B zA=fOwo%$b8g3{vs%&?sCKn9dF7GN#qMCXARHX)ZSaSHpJOSk{|R)hZLv@0cQjY8j^ zKmQF-*;tFXn_tmyUA+nXrHAkVNhho}{^~!X2~AN*f3_>sH=_H=Myg?%PDaS$?AHGI zXfa>JK?3&j5^}fRU+It;hApjId&XUR_Ewz>IE%!E$@f(|HGJ;}@Odlv3&Eip2r9O` z1kYu$a5_)PaO(dlzgowVNQ|Y-KyXq2JrEf@4`i0R>_^hiOn=c9NLJU097H%(66M4^ zv7llBGU1%?{v;^{7bn?VIGo$ltJqfLZ8KX;t-)oyJ{fYT<(;6k6UAm5O2a03gO&j}pv40)`>0F+~ zkd%ilX&F-75X7+J$W(@%1z~w>f0SI89vt53SeMR>7yblCJRg-qwV{f!ka%JAfNnDV zJTwJ>f}|}!|9&5fkWm#=rA3u?#emm*F?APcF`I02uj#8(|N2)Si_%SxDWXDL9YF$l{i*c1MOZgb@$3cn&ShwIOcBI5(??Q z1O*Q~!nm!Arn*(UR9J^TSM3pHTefBn^#bdE_=VoK!S#48`UG(U1AKEH&bmIN96wo8 zZnbuJkIWzRB}^x5jeK8l!WaA#GHA3;SY}wx)T##@bQi%T{2SWdE<8G)=_Op7xEu97 zYr^A^!|Kh!Hvx84QErAM5t#dBQ=9y*T28VxdGjWpc7Y-DFU27-Orz@uGEs6$vU!9k zLQyMV7T-+*+7Ef$@4BD4caJ>Z`qSxZ%<1c7grRmxs4FdmhUzo<0f%E`JgLQaljH5B zf*D`&BzsRPMwJ_G8*33-{5!Mz{WBl(wp{}X@id-z0=KUsgF2M0dKsdDlM zR-~e#c%E`RP;5g(=LjjX*T_l?(4Nk1y^Cbi{eFr|(gV|HH0cUs|7TIzS0`OcJ&~0> zByFHGnP|pmum$D`Pd4gZa0zOq`5(8!iKtq+&7-u8iL%loZ6ODwTG$rQL^d5VNBnA8 z9Gwpi3XGnvfAgVZDrhcFP2A}{L=S+!OvtcUS*1j6e`kb3 z@-XYosF+KpPJy~FyeuAlqib}Zv)L6cPIcbZ*YeINFL&$b8CSdnd`gSM{;j|+U zL#sDjx4%nk%oGN3GY^3o5?BmOu1R{SGYqU_ob05hx8SNy67z@wx~*w1aJs@dtIV+v z8NnCxzh-8GeS3M5tR?p+L#2J!-IfD%En-Ose*f$~+@&4PcB!xaFg>nRKlGc)f^|%D zuRZ!Sq}20gs6szZkfkK?Ee3Ac2C2F4|EN~;ldHESgld9uo;w#~N?-J!&Gg~A@o(vo z-UfH1KDCq`Z*?4ZPkeMNz9`NtnBA2xx!5Msb$*Ky@R=HLX=ef6dBrpRvF6^$>(FOD zw=qajK<#_A;MsFYTAV37v{E+=Ch_tL-K^EQV|BHWAVJRYa?}569Y0;HmL6O9OrHv* zF=wXtVon3Z&;A?SzWvxYpdrier!OUuI0#S;?mBk8NEK8^6wiWO3lJN1U=Tg#MpZDD zH?3oPwJoq$&qT$=1C38KztD~dvTEXHk?!?cTV(QVZ*)>Nl;L?yseJxW6 z?u`<(*`;7C2Dcu-@R7t8>%d{%7gm{5Eqjyv-#DX2XQ@igJ02QE*YSU;1s}VgUJ`(<17xM3kSY#QOo&qjFc< z%yJC!JT{wC6A4d`I34rvDZ4*5fAVmjFo(Y$B$gU)FTO z)RzxhUwRYzFl}+*fd?P?G%V!$w)|qNfihbfei~64GAwxp(x!oY8h=A2HSPUX8dHt{ zq~;B?zJeWIdCJqhP{R2(ZBs$$ECLo7DR#r0 z=kYBVoA&<-1^h)Sj~=F};5;ytaV$qjnkeKXn^AIh;soHSMF_#`-5QixcZsyffLjfu zt&MdW_j_*CqwPMfud9FAFgXavJKH?XJ4X!0NC ztLxS#%Rz&%wleZ`E+$l5{yu8`=+qx^7xQXW1^jZ4+}va4F~IOY4{x*!{v>A*UHN>Mlxep6BFj zA;{}k290t$dLqom>}2{}u1N53I%FqchRqHz!8MEd|H2K-5c$y1mByNLjz^XjeMOp` z80()GLJ;t7X3?6DYe2_@ea^vI@fA!bh@ctw+5Zx4CbsMt!%9n%J;pn~(K;kVU4RB>bv(SNK;{S*};j zF9}vcim)#c=SQ_;@u&#k+7g0uO>b1x_n-;K$Eo$q+`-H>%iR0f(4#7{leb6*%wHIp z&CkBx*gIDy*}ki-=&)T@lg$sg>A213!bOnl2~Z6H07yU?zo}we`er@&_l;ec*Ytu1 zb`|R(6J}?-=p8W?_Nd}TqchOxfoJdss->nzK@JZ664CQG(!=b_Vafr~Z2Y=6F&SXc z?!<%n2q%B4dDD%Qmjmb8Cc-Sw!Xt=+#+9+lWX^o`vugY4`~u zWC=e+VTibFAwy=A0WHpY>k{{HXalMCo2os!)0)T-XNt^C$R~lBw(>q6cqJ^d1 z^8QG-f&s!OQ!dm={Gc89Wu>|yiJWMnqpustcNiSrM~jYI;>X^FucJV8Xe^DjNQE0J zjR%8Y%lEQYO!sLB`2l9mb|Ajuo% zy6IWvm|3J#A(JYtm|^LEreq;wM2iKc1!KhI^HayqecA_KkD zKXuHD(l%fjU!X~%xh#{L@q1dQIW{Z%)Rj>4Z;LSGasmn^;MwqvD)4EqV?6PO&+(JC zdsoO)zy0-GFKbVwpLp-;YM0vLQWs}m$Uzm~i3i_(8XYgI-m$O^c1QmH39{0@{rSc!2mwOYDM zl^&6%Y;46H4>m;rwq7{US%V7;3f%$Ba1TLNBU|_bJ*p}AO$roh)O}uHkRU`9N;4?1 zG}YTl=5g(LAp#qRkOfW>SxAU^dgHTmzRGtJnz)T)t`WVC2%0H9nn;e|8+m~wz{(5j zAU-|Kac347{}VKKVh1ypW3ql2fx)*$dh79Ej$IN3=FM2cvey5Ew%OtY8Fn%^Hwk82 zrfa5jf$r*_zz_rEC3mmo&fwCMHQ(sO??lzo31`sY zdj?Pa5d7iS*~Ui0cx+ zo(ODS*DHAQ5vB;JL)eqUuO!Wvf)ajhZyp}vir^I(9#2y8Mrfms(#9^DuS#gdXA}gu zMExNSp`$LPea%tD7dhRr`sZ`ZtR*bZIPTWZm5058TWU#s=kd7B-yEmboUVAJb6IM_ zRx?HBb6=OGHRPFP6TXdIlL!Quw9;yHSH`2^sw-uM1FC}d!@w&ivcztI*ZvQ^Ikf^} z1QMGg0}|0suJ}vXj6xW~ATbVN`iE`fVKza(1%vl18?R2SjYuhh5BwN+J@Z9O2Zk{# zj^?drEa`@txw7d#Nqa*fW{z55^rMZ<-*vt^VeJz7@*Q$-ef{EBKg}k=1_k-)4!|L1}CxkeqZP^@)C4|p0aHT6aWooWE3fFA_Wd(}sLyVUQ zt`a;oZ*`x3ANyKimKj|%9n4^8uXYs@pj|-00it=0%V0M%36>pwBL!uWZQTF*Wf5$0 zFJ4!c<$8omu`>ji^D1Jgko)>S&l$^-RA#)6hy309qO6dc%~_s8=N??$&*de>1r^4j`mF7)6a+xx(zU$-_B1zHF|soV>kdWUXdmZ(E4 zlHckivtS9!Kf^dy>w-*CA8NO{G|b5q&%+Qwi1dbuefuE!{*XcdeA}v%_F~bSD=MNA zLM>#Xq1VP2e_IVZDmT5~EGN1x8?t^Q1&ulEHd!KDiRY?COi43PuCYa9j z=y0L>Hn3I$AcgJ50J~Ztc?RUii?s= z@t2B#hbP@lvSMKPpeERC1}!L8U7VWEbe<>z;Dk7{B`~?5hhgu$R&3bn_>U78jvOKD zIJgw8*<1!y@F6hj%jPx@35XjcK*4Q2PX_mjtWEs2CUmZQpFQHJ{P1K{>1Q(x0Ez|^ ztJz6~_ub$WVjvT7AA(7>2m*8jCwJm11qn0qjjp&o8oyvV8^WRI)vdt@r~>eDp*-V= zNOa}*NxmfkAi z6C+=`l$Ie;m?Z5DJVRSsh*$yvOd!2ogoL8cGrD^78spaKkZZzj+LN+i?CU zrBrvB&UEesV{2d+cU6W3VQa+tv&ze*szT-rR@GcY)zb=+fv6?5f|IM5Uad~Hu3}a| z$mhgx8MF}Y56p2eB5-wYL{53c^}G4nA4UI8DteRswoot&@7dL>7&K)80E`SA!a55q zo3vsx3=EjcFzRWYucpE&Bd9v0=(}hLWF3J4$q`$=!3s@oPZ>Of($~G<^@=#bRJ!V% zjgv8-D}T#FUyV6;a<)G4?3xhF)23Y)0=+c^KNZfDtDO4l148RNx=4%1%{8XnOX^aH zo^i$b^Io8m&TvjX^ZJP1vYt^t|CxRgX%G4nFzc}bR~;~dUZs><{O7vq!Jk=<3hdgy^3R66k7qwfI_ZB>T2<>0c!yx(r}*@eazp}F&BP)Bxfo!@Ko8BnfT`D*=*)sKasPZYN|?Nr z{&i(}U19QJ^pKG7|6ABr>J?2nDI$f}lMIjlmCvwDDv;g)b+ap=VM+PSCF9nDU>>)3 z**#9Mtv_G-ZN;&D$9$JbQWW5(#J3D{eyNx5KUU>XCOV4oX#shH=pt>{>as)%$+P*f z@~5J}c?i)N-=7R7$L&HoFv|f6^M|aV>TtaM#I>UF(9VLTd$CawEKv7_=39TvoWi>& z(w54j*1r|%57XaN(~vonZ;eA8#XCXu2}TMA(k3zTiE(TU1pD0Hnu<&hgk9{JZ^`K2 zeWCAaYUn*|m^vLH&k%He?nqpv*Dr*a825~rp-cVT`rAAT!8n<+4!x4j31uPE{ckn> z=;r4~HMxHALfMRmi&c??7iWpq0~;W{+JjYwrt&VKtwVq3TnaT(2y0X^$r)sa{_~M~ z^2VLKH4aK3M27$;a7FEUbcBS3)a(s=f;ZD#@O~hxnV?1)hV(B7^v=fduze1DLwAN& z1)$7!T{68?w5{MCux7|zJ)I(Muj8$Q2}|3MU~OhktvMN}+VrX-t;KhNKnqv!%%Qq= zed?dpQ+nes@>@qKs46gngzxbFqxx^HdZ&w=`Q!K}y+GUpNKNxr=VtC>OB+c118dzNa8>jsP7--Aioa8f_8!xQk?wzYn#88|Hh`ltOkm9ngg#8!M9u^s?Xv1>Ovg@I;JJ@1PDRZGM zlV~3#OyD2Tw}P>0MXS8I9@7LjhahM%eiZkm^r5TIHxSr0#Xrt`i{(#d*Mb}1=?GoLLp8!j_7?Q{W#xF4W7YVOS-ZFJeuhSnyOhAwhJfxdnNoA6NuYDZB z?K22obqMJQHGs$V=mGgWX4YXdz{WFXhpG7<#wr-9fVk@Zf?K<(DAr8rS#30O4!sby zHMs-2Rx!ou;|mp2s7&W(f@;P$VzP#EEPViZYx|UFjl@)@61@!@mlxPN$H66;pv?`0 zRRI(mdP0Kc(z5t@VN0Sn{z9%&zRsvr*>@Bta3bX_de|aR`h9xA?sy)Xd;2Uo5`z`d zL7RkXw#++ji9Ax_RXPpwx>vw5f0g*bf)A4&DC7(ztPg-XV`As;D;(T>420B%>>qwf z#R{Eb%hkpZ6#@Gk%7BY8zTkZP)q`eG@%K_Xis`V-Y$AQSicfkF?-VXjmd>(LTCGxNk zMeaaUP}NFL*glG#cQO*4Np!~*ALt(vmf?m$X)Q&+A@6X!sJc$DzSRWxeYwdBR&1N1 zkV5PzUFIb)gmkadDekKF2DtnJ5!^;mv|MHS64(BFLs^3RVeIX(AcrE#8VxV;#Ks+` zPyIZ14B(G`q*%~WvGmH@VCbdeiks7=7TS|GO%e9>4TrsR#MgLsC%CVDuMcxm$!~1= zJ|-QDjV8amHXg!zadan~Cq_sK=27gLI?d$psmPuSw)Q|?w~AcUA`^WNs>5f zB{RopB|_l8PkY!Wxz}2UKs6%gM$66UG#lCtFEUIq=PsO@jd4 z;Z%9*kAr4=my!4UzNS`&W`(lZF_`-hI;#W#=C(%fph>)f>!+Y}2xVrC=Q36B?ft9w zYqfZ;>k>|%ekW|_>q?dGaOtwd!_N)y7P*?zEx??;ZJ)@qR%0`g)9%y?G7^IK(QJFX!rk6Z zw0PImE#lDjSJDqr%wf>bb~i275>FZ;TV_bQCYKf*zM-aU-1Mlwcx6=QFkx+0H8nLK zD6_w}9RjnIx*Y~5r5^GUox5wQ(vEkq5>6dvVs28bC2BGcZ}M8W!aW`m+*{G#gt_&( zltnAxRo!%kMSxuD~?Pe7K|Djl+9&Ol%xr=O5|hsNUU$KlJdQ`k1|^0)EWAr8V7 z$ezIs&*7Z9T$lMqumM>fhAUPxiHVG9Al{@6 z^mV%ibunJ*&!z~@TwiRRzGlf85;C#n#2h~rHw#SvbRYK?qM?zNl|LB=853r_b=wJN zml_Ok;ee-Ym||E~-15k{kBw5=Ab#%a=YTbH=p$}i_5P4X&FQmrU6K^Nwhv|t=J;Xz zbLnNkFSbskBfpCybNtaC{0h{UuIRt#WTxM*inT2m7OElTTbTZ2Y|GAI!EtZh5!@cNldci<09c$r_b=iC$Z(EF0dSI4_Z$jPJ zSyx8wnd_7h{#qM7qjiq^a~B4vyexS3A{M)wKBT{>G2a=^xBIgFB6hZ!45ITI%g2`% zeP-Tl*oOYDMa;S0|5jO$W6SJ{m|`fkMLz(ngJsg>mZL+cFnPA~8_HE&Yi%Hjbq#0{ z@lCHmEUWm7$;61X{%>5Q(xm3XLGMx_Sl+9F|8Tr&yQY&8guThM{)*k+MW^S7(sJvI zU#wfArA3|~cY_Ir2*U7%dPmZSHwiJnEd*!^J&XtNpN?*HA7lucF9C+E*=o0vcu|p5 zo2sB);moQqs=V!~!aG4<5YwiOGgLslk{Oq$nAt{;mf~+R)z7BqF?qa27&0IMIDiuC ziqZOJiDR2gL?^%D793w{j9GBD=`Gzi_HKG#3-~wg6uduYXh`C!CV)S&_Wz{EI%5>i zn_oQgMaJ1Y0L9RQG|QCWdGBnG+s)NiCtSV-w^&RxmaCBoHi)0sW}8Y^g;4oUY9!Em)sPd3D@+3|`h= zJ##u-xx3PHsy1UAy~oKTNsKIK>PUROpTa`!`xX0w$BmkJ1dAYoEX-KDu_#>To176J<}R7iPqKg>`cX9_(FZc_}O;B_S~ZAdty zEe!VTe#R_W0`UhRSrK$dI3?D&k@B0;^H@PWpen8!#s`SF>g+B$H3#v%aqJOgiFQBU z7Aow723g{aC+X|ePc!USE-N{IymVrnX2nZN@KOpL0p7)3)q=JjXzqX?nw1G<6iuCg z02fen46YKSMTn?A8sa>R?KGd^yD2fko;N?OM1#!&SK&M<>pwZ+BWcG^9OS`IN}_dd z|L#(C*US=og#k3(exlQl_06;XHM6JW3}KwGex)y(igDm<1>PMV~_n zlh6u(Mj=A|kQD_cgEA2lnBJ*>G@AQgpSk>7Oz^y~2`hIfaN$H$A*8mDpjv|BDjtt{ zlDo~q=o8Hiv98W2#Df?lyUi&c90(jzFi*u74RhN*zEsx;laQc1M)CD7p zE@85&O6A^#>Ic5|?=9lXNIg;8s;X^+OlH1~!49*)jsYuizJ2@(?LD(p4P}0Xxblo= zciUeW4UK4S=89s_&*}b2pxwvID7>Q}+KJJ0>PW%i^YzCrtLqY~?7^R|H0ce4GrAL1 zy!RY6j}9RMI=&OKuKM!?OQL}Hx|^EQ&UHju#iifC|Ik2l1WcE(#jXfRVnYGQi~;R6 z2qBU4SP3y5>wCZvy}6+JSo2!4-RK!UBRWt1Q&S!m%mEGLfGr5|lPJv1LB_#kA?e_$ zM}fLyRvt$@zvBtcY+#6YE6Vcean14s9S>|QQN>WqBQU6vpI* zDc5$e!fm3+EcO|#nkn>BZiL0NV5-per_sdfJ!odBbHi*)HS%xD7@UTsGn3TZHh_w3wncjJ1P`9|lR+kb58 zuPIBadtQO%Npn!tpZ#O*Xa6NFI$OweYp)i~0@S%B0@8sMa^zx)|JhP2Aa|d%ItYd* zSM4zR;I6{#G)qYCA_(|XKdZJu;$4+Xx${`(N-6w?_&V5J`_#q=?Xci|?5h8~Lvo0l zt3iXe2mv>zYhQ3}xBcLxYM4BX$AK)PZ7c8_qqBnL+{9Z}5~auOfSq6l`OZ(xPYIQl zztJ%N=I+$riYHN0ah`co5;iS>4nydK@MC_jJu4L>^9NQWJE9bnH$tk1&uQsCM}B7= zvm7xDzK)iyVdmc`q-?Sv_u>Fi=OGj@B=lJ0e+qDhTOG6xoWb1k!U+G6>7b6bREcCc z0B4ZZhF*~19`v!B`)NBYQ`gKQYAT8ir|8!~F8Ra_@;VkeD|yzQ{T)*cU_CT7dLL3o zw&`2tTg>@%~R%F2T(xeE>lxNI(bI8w@NEhZ#8A=%9)xaAoBpE zD6Bk{XyyS-2uV#!4M9i&IqdiH_s<@W{V^W{KA-pdb-1qQm2}RexNAjh3Xm$C6^3N$ zRb6cM-E}QkkI(#q{N7ZRKd77z8^=!aZnWGiSBDfM^XTuy%yJ9Iw_=W-uIK6JlSv6Z zw)|q4hsSdg#3slMW6Iisky;Bt4=NFXBdB+0pp`S?US# zli_#*TC^|>ojPj)-Cg7a&5B!=5L?1sA|ya}*0p-->03UTr`|wzquwH3Q#JLWe&I|V zV!<4fI-x7=0ELX!4Y%lt%L@rFET6FOc?{mQEQPV0d+)Kaz{k&6y#D4pT4KMrHV^1w zfSC=40WlzNof{6_wYYR|!piYcG(;{g_kNh4eowL?Iw_;uM*}beQH)^nw999r=A?*^oZMRMg02W&4Y}pgG}7atx=WonTw+;NXEPOb z(eLG19chVlo7898!)Cv{f~koW)zh)Rue4C#Ho-H_oibi`glNaz!yg?`sPcoJAOm|L zXR1(usJvZpavz0fqfl57PmX-#ZA=%cY}w5&l=aw59624XJBy)@2_6-LEn#gaTfCrp zvH6LoY0K!9yZ~V!W@}vYW0chbdm@kb(SDw^YZlDLs)a&>9E!wk25&!b;9u7FI zjyy5#Q*t?(m*Zm^62`_(y19OD{SoG6?5&6L< z!S1HAPQU9biv}k3+4-0}(#Jx^s+4#a>#TbFWR1$y677_VTKnz8|h^of9+1eZ~Zd^ z==}$zIlSiAQjsNz0?MHuARwf#$uR6?XvS*DiptWC%iY-K`0FDf;5NtZrx1Pvv)bZZ ztCDd_xL4p@;$ET}!=?X8t|2KBS#ll(p}-Od_jr`M8#6D8`k2yo_;vW!{U#mSGqzY3 zE7>U2Q6Rg|Q*>*|{zaYFe#Pl?KVP@b*!y&slh*f&@r1WIq16o^rysC1LgDr@aUzH6 zjz*7Nb_2>050LbaMsInLgak+gvHRwqG`2ZPu|v238F50 zETp|6j0+caL2e4@^PqPsZ-*UPjQ~Uurh{o^CG5Z$+Y|@WAV8hT)8dB@@W@TKjUzqN zcsVC&+|wZF*WNb;#}#d7X9@HW)DgR(O-DLIB@VPwi$_}mgoLW>FOcP`S^TuvD8oZj zQ{aI+Il0sN#!AKVX>Iz0?kbVa`fTN?w)}%Nw@@W#^&A#GwbH!ZrFtR)IF|Ht#rSjM zF_2#Yl!*?r?{j_}GPpJ-=AL06?`0jRAxKse=)mXUX1{=kjr**l;qb=R`z-oJBHQb0 zYM}cDn^oO>Y7!)3|C6aKIV%Y}N2281FWGoRog3a<;XeitxEW8)dMFhEB`Ef5{(YOJ z*{^ca%NM+J#c~YBgz6EKwUrg%$4`DpTsM;J?ecXROaF5OMSpanH*6$a5el|m8BpEW zK+l&*3?6dRx_}O5-U)L|ie!ed=nAo9(OvUBbiXUwmERJMKT_c^f|GIu^M=q+uom#dxNk4YV+21FKnn*WH`d_MJgYfZTY zz#OQM_`(2P2BU=JJ9{X$tMWVt>-Dp`R47OVQChzk$Np+z)b-I`pk6nr10TxeD96^J- zCG@x((v_Nb5$0&!b_CYsJ?0vi*Xd#^><$ zye@j{sz$*4@(KRzkY(_IY0wCuyyQZ~~8{ zH1^R5CdM0eUo{?wDDsNprE>}Tc?G-zg8R=6h`FcxZ)c6nEJjX@+<8*)eIDu*s0|^m z8vB2wZr@$SUE~%!3XVW{NApw%4Z*MM(nseQ@6rTQa+OEczP~^Dr?f-AMs9Hda+&eF z<~*Q$g2HDUmx0~%cN2 zy{!^cQ$htFGFaIto}zwbW#=H_U39&#P`&lAxCEoc7!@6>_u#v~KQVkGh6SQ1dbg5% z?RW{d7iUMm$kv`MYkxdu`t;9cviRtY(+QKc_PO$%3X2o%F+T-9X-=RrDKj)(i`3z= z-Av-FRnpv*{pob3O&la#g3$NGe=d6-Vrp_~ax~=kra1Wg(D^%Mq4fI=|M%x&z;&>@ zL^7TY2PUuAr%)lSzVUtAMHzu7&qs=e=C0-50M^P3w;Y z$NehA^Y=7+%IO>efAxuzdfjsp`ura^w!S80*Q>XzSd$ZP0wKXVgDu{=qPvaRa8I-A zlxO4XsK{WBG16fjsO_W<(MguHj#^#8A3diNXost}OqIF3Rf#rfa6;b=28%W=FY|4$ zjTqI_*A!|vCdNIx=hP%;w2@=A4KSPS+{lRWISJ^eK2~2-unxtO-%*hSrJbe#zYt&wA&AA z(B6Z_J>@(UV^eVmSRAqYF|d-W<68s_JKw3bh~E2z$MTYYKJ5Y^W&NbzuUj#z&2~iQ z&U*Hyex9SBS05F)cCD%4DA)83=noqFf9(mWRlcaUO%$V@R?j=UNwcc-L$AE+WVeNa zu&`iPWOQ`I6Iv9m7()wpvu_TxUWkbrFdPG7=CYZ2R6@pv+ZX1>kQrz5tozuhAv^L` z3E+uJ>h#{9>L3R$dz)h|G>wmJR0Un7=+fJ2^aO?<@8;%Ga@h)~1Y{=4)9XX7Cy;Xm zQs#AL-e8WLKu0^gKih_NUT|u1mhe(j4Qrr*WE6S2h{}!-3KRh6OU{T$jF~~{}#Kc0ib?>6C$WyA_;s$ABoPGQ|YO`SD1Foak5T>n6 zPp;`7*2V`ibB?@B{T;Y+zJ7b~?`c-k)ABgv~QC$t(C%o>3~FW`IvDDu9hbu2@BQE~wQlehc85>wG@qJ` zYH&YNJd{~!LQQozHaj($}MJx=e!=*wQWOs`sK@dp0}RL zPFh>Ad#%haRd0wcQBbDzTZI z66|-A44o&J3KkB?kT=ubS4{|e)>(O{TL$6j)rkB9e}5tXhnYl&>}Wb{xs9o|KqY;v zD`AIwrBBY^VB&w65}<0@b70CXhF1gpKpfr#= zOmb2T@#JDPI<307dg*DO z_I3Wn{Z~<%SdTj*DEDNQnipRgcF%2%G1);bjKrwmME$le;P;L<-Gkyl$-&C;r^2z& zmTdL$$F~k7G0aJXvXU6=lu5DDXZ%8$cw{RDw@kKAJ6mvx|IMvFzRDn`{zbAjY|Z)W zVlRwh9W7bowvRct;!td7318--!6awYI_Di3T=5y zmtc8V=D~k-w8X7`aZRbd1mV-ItH2QjssefNWa!F+N{?&*b}S0C3En#qhhGhss|p{g zRNi#H`QUk0dh(V~v%aP$Ni0*m9*iF3MM1;X=_l0bEX>aWri-iD#_?X;dn7r}@gg-y zx?q%+-*%t=De_7FwYlCqT5K3H7n$uTg26KNNaQW=he?j%vT{|Ba61SXU?POb`XLij zur+Z@LchF@IhvO=Y*g&MoSw-OiCK&^BoNE2ofYNYRw!pHqbwE+ldcDTUnwsYIOcAW zMB6xevg#Xq^^Y|~sZ(h4i4^18A}>t|2_cU9Snk@rw~va_Yz4%dU+zr(CLw9Sw1X`) z?LCq>#2z;dy0WB{nRDZq)mWC=7IOAVPIgSOKi+fS+1Jwe)(AxTB>6hDMp}6~;RCs< zH+h%kB{tY567!T#nCWaS zLmsqMTkvvluJwk|`Zu#vRf=sny{DeMI8pF4(+d)N(T0QC)Q8w;Id0ZQg#dh&7x=@$ zsG6$5sWs8c^BEe^*7++Z(ksdlrk#T2I(gKTP~hRTw=+@d)J{I%7E5R!Q1x&COuazR zZXO#*6Z1RM;D%1YKi z9*Cl^qx$bQ&LplJ(L2ZI^vB|P8GkMns&j<=e_xNHnf%4#0L|bB5CjPF=6L4%)3gss^66Mn;Q|^?jF|kCm>| z`067Xwu=(NYR%r4hjq%ml1KM;bjT%+xt|(?-eye+6YY&LG#FY_v2sUuCoGV5E!q)`OXQ0Y|rrlcw7ehu&RwH z@78UXG9&&do!+nmrrINLZE=v{p=BDEm51b=vLJ0xiUaG zvfTk+_LMd=u<*Zdz2&3V^Dxl=i?^JZI`9o%rihX%UG%cM@fU3y2DM?+_mwy z6RNpU{I)i|%QrYQFZ<(NXIa3#u@LoE>FO?%eX7q@zxT?XUD&khJzbTZsv)!ADq$Ew zm7WQQH7Rdg&kRr-KlO}{^{?NwbEYfLngU-t6%Ev--c_PL40}w17+Q0b%WoCOdDj!$ z2h&~pRIr`t5?m_0ocXh0^439{fY(wGHRe3gY?_^L97$ex9f>F;4oH&`T)1UgTmN-d z2ip4yI^9FlYvth=cPf_e9J4^p@{SmGPs0S|F%NsBu*ca+<^oECB|ez}8L? zIQvbSN4Z>~FW)Tnvw_%fSc(}1j8ew+68n1}vPR|~#@L*w?B?4{SKgLxV;JB z?obm2Z#@+qXR%y*bnPE=KTFQ>5>rYVShPw9B8{&a;20UOg5>VPo>klT%6BO8-5x}#5>SK#$3)2xO%=5>3Dr{-}KqQ@v8!?>Le~lKuZwjqT46jTg zRN!27=cVwpEh8qe8)$)@mA8(wZ=R0Le-Qv_clsgPEhx{7kifTe`e^MA@`5g35sPuA z0LQ4ExQ6UW!6mQX;=TnR8zr5HeGQ)1U}{228zp@ul3`k4Qn&UuwTyd#E0uZkH z>qPU1sI(NThjvjv2u>p#1@{U21 zk^nfS<=jj3wZA16-M*iN@CiNCqN}!%-b=3`R(DU54WHFbqH1Z!fc_pwY)X=imFO%KrC%f1X0=+$fzh*9W^ys4G|Ay7O;^E&j9FW2C?!weIaFWu`S3!RlX;+S?i|HfVDy4vn8^O} zkm#_u@XOR)zju#EoJ*(q1dcm7B}i;6vxx(#TH@38P*oBE{07z^di93_7e7V$giZyC z^=k)Z`6DJ0yf|Rcc~lZKQsAEV?N5k3{4IS<-sgik)Es<1SJiT!Q|gah zEp&`?bYdx|zw3PXu|BTo=wc-H+?-c1u0_-`EI}UAN+)yx|?>gsVlVI~0W#Cn$mQwA6Fv3^B zEO^iM-YH+b^zDp3aIlSX!(F^i`b~mnTlA@nqL$MAwDS{Z|3@YAK7g9=iuPpk1O6Z4 zIm@C!mbYJdn%y}Rmrw$09_aO}!uzc^FZi{P{_Xc_(fnSSJ6^NuK<1Ev%k^<%@nq$u zw2&j97!)wGJpEBNzhE>&1`bQEZ(21~;EZ$24kvHbZFzTL>1=&S#fOS}?m;Jy2<)P^ zg@>fupsMc1#NvloGaxtWtM7wb?Tv>zRgTHRWe}Y_=z_P@WSo0HyN^?{8m7G#BxY#t z^~HC&AGJQ-yCtE{W%|+tTD;l@Y0`k161!e2?q=Wf7<(}4EK4BI{O$lq`e~DS!|xlM z6E2hYWyjwvXnt#o86wC1h+%9ESr2-da!3Mz={ky%YPyO&ZSXerQo1Y0J=>0D#4hD} z-OZr45~>R;pz%$n@PSE0S`g{xmrpB=?Oz{p6}Jtz>5APeGn3?0xOPC6H#A>q;Wzo2 zw(udQW?$C&p{M=axbbgA^?gHZ4LeCMeL4{N>R}%Xl)?+dG|7F`e~=?s(Bk zShKuny#4V)jLD_^pw;L}7aAI=qVnfi#L;o9deZu7~I)1}`qRPGZfIV6mAW zix&gfY5)vVl+`=p6wyUHkX1vBP*&b#ng=<`<1m}%NAaUhk)ql&(OVIDiL~IuI7+PyG4R)39xO45qMapqOLcP|_eHMm6yuF^3%)+Y9|_jlZIk32S$0Bl7=*rD z@1RlFk!vEJzkR+-_?qA5iLwFaU-%5;XnWQJOAnjnFozA!k;fi|$ajTJV*eTJcqx5( z{_@4Wd{&egz)T?QG1gZ^XcN-o=oe$nCiHw;{Hhd{%T?&Taq|V^ydOud6nyn+;Ntqt z1Gd9Sr4bN+_fhb%w6-RJz4DXdPjQG!cS{@tj=!&bo*utb@bZ1^ad4{1{Qh;8*WO%M zU6S(Ldg3+nlGRdMK?+>k)CoVl)0)sBCe{0f)0toA;&kn`@L0jIl~1`qzqq?WhQxM6 zPgpWob^XKzJBncLXxXbYuSip;fWE*bI9vF_`}Y8^0Vd9}*^TfMAxcFT@?77`=N@-8 z`U#ACqErV1%YyJ_uqJy)98gA~3MC$tlKlzuTxM~+AL-WwqT?29wLKz9YWcCZ` zlbqf|FaB)mDK_Q{(A#Sv0KjXJ{1*b&f2!Zs{YWp-m6h?v84PkvWwuwiY15biU4AWO z!)WEW9M3GP78{O9C2<5!_yf&hM|=zR{651G|{D5|5ypi~hozk5?ce?1Hc?s&Q z*wmPsCDfI1;bC}*Q;CnXW1LR(_FXTj&4FD>D?16EYds8>3!b!E zE~999dV7OXOaBkc`WvEuOk(cg_Cwch_486wWcYfB^J@F^>Cwp7yuRquM}6vkb9ySz zOC_5hv7MI%mx^e8OgsA9+7WlFlm#8jC>n?weg?!y3M9eKP6Phg;yV@pj;NjN_rZh| z7Np1p4<|yo6)nw2;rF8Ap>l5o#2Oa^e+mapJbHOERf5vxM8w@jOt#y53 z`HoxVPuS-cwnk_Ingeb999;Sa*ua4$XLsmGyQ9J;k?i7-Qt>Gr(mNrEeMIfxDZ@jO zJZO?)v7RKppEysn<;;mF?iuPjcMZ139)E3q%f=P10EZC4FHE?*qi zrD(ox!K8W$3vlqEc)8Gj!%QJP%=cm{KeoUwz4@L&gkawp_$jx zaNm<2Gb`QqiPhAf1|e%HogMz#S{cUJeq?e!$}+Rm*zeYIiQKI3VO(EYqeD^OW5+-1 z{`pnJ+;Z~*p&7g<;Eqd$KNeZWbV;~cI7kU8%?jEij2k}Y5QVLOH5qYMVj3%h zZ}9t~_UcJ?_rCW1_p|P+k?r{t9^xHG`(QwnoEq+uyjYB0+?C&!DDKANnBmWUNn!9; zEofTvIBk3o8~=lM-U)w@s|w(hn<=byMr9t6+wixmx|WSz#}=i%yvB*Joi*sgzvu1Y ziA)HIX~cdZu~$3&$NardIKu|S?sF`*2A-tB5Cw{Me(>-|eb%9;v8-%! zF_R=uC(A9S=gFJ3aR;Uzqt3qOl$^WPTDx8Kd*SVBmxa8=zdy;VTZBxksJdagZ^RPB!*idaW|`(NO)=xWxS7j82>VA4F6hj`aPsANRB{- zD;&rvZHnuFZn)O&;*n>h@e+XNqW+^840qnpe{VB>WG3(VFu8Dd*Ptk~>42a1yR98N z8!8?~q6S!V9{I7c`o4)X@>TQjB%Ls|Ts0-V&BktaIUPP~E36j!zTmkwjGI?qCrc0r zMh)*grqu(#_MBX%KSntjxJ#x>F^D0mMP)WVKk1)ewdnRVrLEcNbt;+(bXcB!eakHx zkPh|Cm90V3fol@7s%4EscN%vo#(mqgmua0fT3_$k^TL@2MM0BzPE8)>N@Yrmk5^_@ zclvG)KEZLCi9nvi%t(wv-RjBo0ok_UO5BjyU5I}1>=cy5zdte4`zeqos$3GjtMm{2x;k*e$7?F( z(S}}wEqVjh|8rrLZDu&mQ=FFShKCTOid7gz+@B;%?R`CR1Rl+l9?jN8IlCkVs&>R` zpU55nj&ynN;>jqNT;_w(Dpc}1?4fR?o$hpO93+ZuNs@464QrlQ)(Q*jvCuaqWjWxS zMjeIq{Y`kpYns$mz8YK4IFr3OFHNP+9P&+SaIUrg-N2ol``?3(_{5>V*uKdhFFdzw z_9~^SJtgo>#$h|uWGSLbDV==rC>ck^CYC!|##N^4e(-c6{Jb`jD93#cw-@DnUKS2mN$eHP)$}1%L87L}$ka2bS(HXwQhS{CAi76vOW# z{_;DQTVH$T5!{D+9no1Fm$Ge?*0XUsN{XC=U}q`HSWU3WpK&j^Npj~l{fS*K+UYxG zMQ#!g#O|7H@8FQsF!l{sko6vZJ-EB!J*LBpcluc?w=+)CtC{z8$Eks;g}hYH8L<`c zt@=T`QNI%MhOz8ijH`XGQMPPb%U=t@dG6=Mp+@-zEy9kQhr(yyjb zwTsC@`ko#}a#m_G8<#~#2isz`=2@-riv#VkdY9)Le;*1--;mc(!7M?vKYM!}?TO{6 zAsl4_i56;^emNf+7_?#Y)=`^+^Lh9f8^`m~iDJGOyBifLIk#(<_Uiq4WnNMKxZt%`ve^nQD+5JLOPkkTH%~@*N z2Y%3#+StBOmm4b~f0^tWc|!Vm!d49asPHgPf~tnTToMHk;E9H-k&C3tKO|W6EcNh! zOfp3EoV6=npe6Dk7SiwqRqHhw%edvf(}^LB^7}bE_}lVKJF%@JP`}uV&T`-rTWGzi zv?o-!_vM-M526NAQzp*l0kJMo+tyzA`~9qCEAgp1>lxpGmrIpfqSJ1l)2OaBDve`h zI~***{qPuDRs(xECd}n<^Vm;k$^RLVqdesiLi1HQ`;|pazQONJ!A(th(jUZ!XH^T9 zvID91%??2SfzymJfc-&h-EA3m!^bb)v*aOqZc`7nwJH`bkREs*;H%iDR#6nSyOLt= zw{_q!7HqHn{)uQo14%$ZE`Bq%nQ@PGfo9K1&62$yfI|6!_UehEJ+V>sePRTp+x$lx zFqN=`ld>1#+#e#fm6|y{N+(Y#HjY<=Hm#<}iBqsrGO^_)bT|H6{TzNXOxN~!#N z$I5drV;-ME76N02e3OJ|pmDaHXlXrrCFak?&ZEBls@A=yn6E3^Wej9<@ZOyB86!uj zYdftX7Z6ePoN7^Hlddu~k(wppKqN%8chbCh?+dzPCgl=9Wavkxzl?8dYiAFCxH9Y9 z{tW4j=kFk$J-q^-r*<7K7wX2j5&Xy7CK?Rq*28E@>>LmW7FGBJx`? zGCk9o^a7MJ_8kY2U6}`dJ9Lb_E!=t*gZ9wVcPX61Am;l4@k=dKLTk58;R|ltj124W z$e_2s)Zn?1g)MkBIX%^l+|K+M{tNkx*~URz3i<^zi%3;xl^%6?5Lm3vo|meCtux#Z;WLBse=Hs(IT0fl18@B+4rfJukl&lC6v3Jvqyxy+b_B2FOFH^y}5)52d@F+tYv%O(!s0|&W5mx2_LRL6o2yP{BH_0W5bU2po)YG ze}U2Dm-z6b^q*-qe>DeO*1VP~_duQd3zFPTxM^9}Gic>rq$5QM)PWDgdsm*}Q7kc) z+%j>c$V(q;>Z6}|$KQyR9X3$cIsUX)-{`B*VynZHyr-H&?{52qrDvrR&I~7pr;ZJH zFl*tjtHx3Uae1k3L47n(+@#Qnr>7M+GwQlQdmB9Uh)(KVzOItv{cZ^*srWozJ0!u9 z)61x@dH6xAmR(z4l6Jg0#!Fh<(<}1$96LE8HzoKf9{Kz>rsubDB|w*c_>O^ zOHmf=AiTr1WKn}zSLFt~G5R#Nxj6~{XOn?OhY@TVP`FPT?cvyP)!mDeDnj@2Ii^n= z*~X=C#}5X{$;pJfS`<$+CK!z3Y|u22Ph&($F_P!A7bhq z`Hn-cXsNkuBPPAbm7x~{YD%=?G8z9NosmFZ({3|OFw^GhZFukqoU!9HRm5S?yj;f$zSkKq@h6 zafX#U>Ft5bz8V&%_N-rslepIRa1do>6nI~@lSX)(4c^n0n_p>DCtpWuO2iw|+J_Jt(}to_^*N0PvnCK71geQ2DX zx3)}+57i@IEwo?`d`Q|8VIoKt;2+D?Vwl&%QHA|N)Ylm5?hMcn3Gb}mCJ9Q*M>Ymq zd=%$yEuVAZR3tVv%z!8W89-kg?WnarGQhXjI|e>l)?AaHZK?<@ig=47H$7j@Ed*>I}n>i3taZLc0J6u3X*2{V-=nXNUIMw+um2DIZ*z4 zi*aPCvVgpWJefp1G1eaPX-Q*YsdvOvxp+N}3A|+qv%>UwwNsH-~@NTVRei zY|FanfY0{OLtv8t{xc{$hzp65O<_~M`zoHU5Lei@Jl3V5Q`n=qm`wK$aM7B z@*T>=k41RY)&!p(kYi=Jjt!L)!#719NtW4ez1YbL>wqiZy*HBUx5Xl$rr@R0V_#pM zF3fw8-Fer#2Q=+qSBuRf4SKvy4e#f3UPK7kZg`WOs2+?{PsmoW!w7}aJ%DGm#~ri`ssjCGAi+?;c-;|%Bv|4fF%PJ0dq#1h>^Dv z)!2}A^WM%clV1tvWP-gY3t;^^2_(q6#)AD*FKgxX0cA7GB(sRJlA7X64RUcfOgv64 z5!Ouj_?~g8SdVX|Xv=xQ?v>-yPc&#E34fQip02iMtPDcZx>>LE3!>jvibwmQ(59#L ze0{+rV;4v|(pEq!mOAC#Du?)|AN&G+MX!*v*G#XuBk)4ww zmrgYJPGKcfGLuOa)wv|>ikV3~xqM=#P{C_jYA+AWA-QOuY{Mn^npcEnhb;_{ZBuYi zg^F#Znt=@RRnvh^W#Dr1Vs>$L=u8@~yBGu0a&W0L8}s7S51?Hy1O2)2L7d5QiUjC` z99~SNMO6B&=CtA-%jkR32^IeIG-hA&rF?equ5M%&-BXYs=CZJ0a$-)wjPes0!kD{PZo%|g z&R&i_lKc?ruy>(rn*(iJBoKiCH-&Ld6Y6Ofl6E@X5@pU!z$iQ=QVGLB%hvx)+^;=N zNRFp#>qSw)F|nqBVNFydtx^(OaH&VCa1{jnK4-Aa4Cj_7rkC(V<+$$1lCQ07EMnp7I;XxU zKj@4OD?c}lAFyN?TcV_$5Gy6TXRZy4zn_r0%X!iG(UO!?CpK0A)~a_0&VUJ*!K>C= zp#>9el4-PZhfMo!aq~2qb)9x)r>9@z`;1IyshtFqBEu@YCJ5TK@S|mDcW@-jC1%$9 z`*p34Mh@=uvH*M7#%`ja(h1?_N5ESNIG;=+5`FVA+h>L#C z*7GtNLjOZg5<`$I_#gsu{K4=iS1SG@Z)Lv4v;Q}%>`jz*L2*y9a?#W66xt1mq^B!U zw|ChJJvIz=L!VBH9FdDzo`o2g;N`l6DnY5L}?=uisBACQGANxqzQG+z5#&x?nXOwk3E!B zS`T9C&7nK6>KA^xIG)m6#8X=K4u33Y30}TAcBz@ja~2KjKc}&C_kyuNFk-;is6k^9LX#3j6& z=(~)gJmqhReexYxm$Fu_g1<}7Q@X%R_fr}t>e8l*Up;0O(tWzsC1-Wzep3iMZ=X0S z@%Y=B!ogihNihmS&X-B;hyRG&=`1}iSa3RBRx&NwS>LoEs)tr$(alTpnmOWI_F(?q zaTbR=;^Ikn6o9L-zwn6&Al18?+HEAm!3r=07u>FBB0)P>6G|IGDnvQCM7 zUAN{D@!-&#VtjYosu@^~Ad9e*A~E^J+$`y^X(+?x7ayBHwD={5(tN@B>5-4$eU#dL zIhh|c{vg3Tg(ac!9D+GAUCe7fiucV@*w<;e&hq8PPcXVGLS)f|Kf?Gzs=&XdYj}!s zEoaKQJE)yNUjD6RySsh>g39!##x@7>B*tk7pmixhaxT3;TGy?-7ajlMz3O>plXut+ ztQ9kCn=~@?v@Bt{iAZ&DQIw^~b>wV6I8A}wO)T`9z?SetIyQ3cd}_YFv6UyO*2n1y za4q-ZW@mrM+pc=L_t_W&v&rE_K*{L*GO8*$R>X6P?Nwo#PxO)oF3>&N_y%7Lv0hM1 z#q`FLghlA?tqRUEuDc9Do`@1ikJ8Ru?6ce4u>2@a4-2vtJDrI0rNv1RJ$&b!fS&N> zE%H|vvP87MKe>P?Hr3X1RDHY;!Vj`vtif?|>bBne5v|hW8_RqqPzsTrjC*1p2l0U{ z^uS&oZ(#&uJR^T(k+OOQp#S^#Cv^1tgI~*C1<`THLI@TGFDF*j z(kMwk`tpG+?lr)(%8qjft^A&Q%HY^0=v%~AsG><0yI;(9B4zexysjdUFXC*6Z8H(1 zxF~Vrfz(4yv|B?)84_Tof*_U&(RGWiNs&V`fJqQAY%Hlcr4pdH2toxO=DeGt=lQq% zmH@B^!2iHI3?_ZNf}mu>+butZ-^|~=0CI1LbBF&`sJN>NZJEWg*EFy$qN^@%M)SsN z2zwB5v3g#n35)=VWp2&DAcAZzf^lt49+_!*Os{A$&2EJo+(XuG~-x7T9{Ky zd}r~B>awxR4oQrFymo4Y7#!K}f3Z2r=io23b&o_#9W%=)DI!t%Y^jBno;mQ!w5+R8 z;E@DlX}!&zJiM>dy(o0ip4VWkaZm*lOd1m(SpjNpN#d(wkNXlk;r#>U6JhQB%rjFP ziju@XjmsGNQ~#K?{={TUe#%;0%CGfyomD%ar1&UsHcp96d^|zBA;C1n`-XUYny?9V zy(r7;2SPWn z-{dKPcdfmo*z`}qooU5o^MQpDl6~5xFthnQ8wdPqWIdO6>oHU8h+i$(8AQZgBIeCu zv#$R&J!2R4jJSd*;2=w0NLD;Vw(P#D6iu*d~na5(^WT8%2-7u+o zq~{PO6`Q};ndhcayoz~cnBsVQ@2+#IdwDeS zv%Np(DC~P->R$rSkaEvzGsaBMuQ4Gi>|rPuo<)svWO@CpyW~C*EiFND=gG^6?!-f( zQ(sP(T2FZOH!}LAnn9g@^o)JrZ{MAy?0Y>vU-+bI*3$vuL&LXz4X&pY2>M0x$(<```BJ()*=x4OfvF%fAa8?k1Sjg zZLTAsi2skHYmZC%UjIAmY@KD7b+L<8X}xX08jUpmLUZC1mD3QO?%V zveaoQQ!8s~rhw!HNKn}FmLi!Nnjn&zlovpu1md#ar9pyo zR@R(8UVrMv!ow%SZ=b|E%2))~6jWIW7={`$jV0j7_19~OId?t%x)&!-vDG{uoKjKI zVhs>6@X|%w1|s)#6{dnbb`GfQhm+Pn0zB0JdeABDzk<;CLCQx(zrJ|N_#;Sfs+ zNF7df@A+)u}Xj;l(n*md=rgD zTru(#U>~s0&G%?>-!4+l-21I)$@-?(A*stApHyk2jX{7OUN~LC1uf1Q(T61^zbIBUPh(wNHixeNlJGQ$hnGm^mqj zi_g8->~Cop>}OOuUieY@{iLuuFOH_zc5x6QU)#?TbmTM%p`^}at4q;^77BJZOakV` z;4RJ6-{jBG!Rdz2w~6H?w9w}_3kNn4^ruN1QYbWRbl|U~SDy+mw z8HvCc4CRSx=SA)#n*-N!i0^_EW^`OMzuc=!zyDH&)XcCtaml3%oqa1RK~1f6bHueW z=@ay!fnPy3xF-E`)&3uk6?>?r3zhJ)Kp#6T^&qzEztE-y{VoX)N}P#^2y?WrQo54> zI4gv0AFyb4Wj-I=Qy{TSp%%Lr>97k1#?-XEe!Q0POU+`r)rJ@N^Rd%eL-hs$OG%Wv zp?a>h%x`O~h-b4F4UC?7D|5_^l$Sh)%Y6m|b&LNqEcapIb^}~isFs4W5lc?pmDLaH zvTB^VDgxIo;w83Yo=heDQm+ku;-2!2Gc#_6l&UONKnn&+>n{y~X;r;8*f`I|IdoPNU69BQDuel9TOY&}UN7ZVj8HwIN52|OaNg6ZBWoxs z(-H{s(mF^>c&=A$8u?@+x;N2CPL`&i_LmU>U`x565}Q8K@Bh{3s)<@I%LZ65E! zJa&gicjF|g@aWP%FS(Pq_6v5pA(oC)d2?btUxR_LVWJB}3T?zjq*FRC?HyPqmEmxk z!~K#4iI85`#*7N5*vfgCsiK~_&C7QxFMP21eR$bR8fRT$Hhp!}WIHjx*&eXJv~^ns zS&L%UN(~p)dq?RR%cQ4LE2ok++~uZ#`-+0mpxEV>!Cu2YmSJ@&5T#k#Y&p?o%E{Hz z<;(aVsPT;*DSL3HK5Bk=P_DN_`i+jQk30VP+uT;>Qj6#OB~Duj0YD+>jU_B?>L>-X zPHwaPp67;LYZB|^-rrb98L~@9BZl7p4!j)yMod1n$@!HA(KivTgrMI(;Zk8I;a{_r z>$ATa7y0dE-z&Z&uDcZtW_{#Kit+kBK1WN&XRiL$-mwOCHwWv^*DNJ<<63NOa zPSB+x78UV}E<5K&(NchZZZQ4I_m^)U@s#XLq`aug9H}qMT12*P1xA$fcS!E?%1hW49*?jneUOppJ%2Z#Ut&W92f{^rHRFk@ z3|7W|wsWJS&TlZU67aI9=&PZjuze7OfBV4VlIHk>JfqZ|+dJ~CIULi}e&-7?#=g5^ zZi2&~%{}~*MkrUg>_Y{WPmo;r5YaRO00aaq@fTN3Bc8siVl^)HcujGkP0f~*U7J9FzU!!_Bd8e@2@-N0Pi!KxZo4Cb+1yK{GvC%DaC+?m) zg}wG+>fK1KJcH?t8|D7Hm-O%{`$Jy%$$H8jikip|Gm9^!r|j+=f;}ww{*DMoY6*$e zSxr-(VwS8Bq<-k>gsbg^cWvD868-ODrF+V|A0nRnUA_5h_ScnZ}lJ%+# zvb_ADf6e#_0Vf%!3FWf+gWWiCF&ETgJ)^h~q<7_C2$ zy}wFF2HtdUn%xrjit>7pX$J=!p-P+ zO!Ly{h8?sp9@v|437O zF-vKCOM`=TRlPt%DQIcGyZ`vxjx#0kcWNI4LDlZz>;dApqOp3`L=h7#n)Je?Da2p6 zgGSG(9Sg{5vD(2!r{hT)I{x(e^1WpD$BE~vgI#Q~<~&PnPSy(;EWpG8Mnt{s9N0N~ zAPi?FaBT9FmO7BgGHgjG3pzGs@Ux_sGMTr+JvP((tV%kyIw!%~Qadu$71~x3KG;m! zB*e0Gb2K%cPy*b9Amc-W4=E+f`uf%8o@!dpa^?vbi!VgQnUj=v0SL>my`}a8z&>BKZh^&ZIqX~7w6GX<|%^$ox zV*3jBsbb_;?#F#ZTqXM0-fL`0+lHx%f*o_IfJIm|2-RE3s*_U1DBC2&ZfU995^!Ie zbo|FX2Tqb^H!CFUK+tO2>MGLo!pU-CU@Pd(vB+O;R{47MbWFe9ael9TwD9K27Puqz zYAWXQjIWapO|{0pT>>`b$0Vp?zVhlpjB=RD}_eg*G#$$ zs-6|#2|DvC^Wd=_iQCgN%f$zjpK5LVd4mrNPYt6nj{uxvsdtn=;aP#-<7XvzMlHy{ zD(^E;x+qL43ND|xR0Bg3^Hl7zUVGNRxiPBcmmNMypxsdv5 zb+aShcH|b$6SN5=^Yo3hulc`!9Q$va-siI4n~C;^y_3fCxU^gSg}`Xah`07egg1zB z6m3=QDe~Ef7Vl%6@Z-Pb^Ez6|;Im^16safk!IGVL4Q1||fbz13 zM!~lqzE%B1ZnthCW=xU3j7Xp7qa2zM^WX1_TMm=N<+%OJ-jm^^zxWs(&VHk#J-tz+()HGxb((^l&=+ z=TNNujU-c3K>DY~R|Wyxo#M1CDImswQr;XSnESnMVK4%npR0_Mk`xEWya|lG90^f5 zcyK%EWVF7fUpt$=^@+2}E;YfIN(-*cxl-#A^R>RG=6apHN*<~FehGgB>*;SfgCevs z*54EFiSty{@>iEr2NR+o$OBtmI?BHRK~1Is4dtDURY>JGXTpYLF7XyONikR#Ewn5c zi=fiSEn=n{i61B&7{|93@>xz@0mGkMWx6Fqx(U>u^P zK9qK+l)%A}_yjisL@WcmXtMu!dH(RId!Wym<|o7G%tvD-QED&1@k+SyI;H80qxJp| z4M&!)-od(g(As-$^E$bazS57b2R>FU_iJ0H>AxT>T&}zGR=&U6t$@R5qH-; zWh!k!nqZuQ*vSqCTpNt(smEMV*x;e@^#|vcW{T9K-K0-D7OzBTJ(f0iBe2oM(k_%L zB50=Bsr{bRO+gp1k~6u=rQqk*%)(BI^%P0&Fh$Ee^76jW9aS(f@m#TWyvdijWRz;R z&grk1)*PG6I@(EU9v1-w#!TCKDWv~}pWW||p9z?;8t`F82XdGVa)!?Jv8(?K8<6yysk?jMFU4ItIoOgNnSoa^rH0GAW01v%K`(Or>(Y;& z$+Dk|5+}wvxM9L!s#$vjQ0pcGAA2YIN$l&W1j04F*Sd`Jk&4m>i)?Lhr!-Rdo>7X+ z@X6TKXJ~Q(%)lhiq@sg63KzO7OdI9)-TvE*=et2VHjj|dU0K@U7<0`s>83lTBB0Ck zp)GAhU>ai1tdu-qka@cP&*k9!_>r|LXQ||s)98}3k}bgQ)A!!1bj-LZ$8~%>M0+WS zdF1y-p+i#0FI}7#M&A_0z-I5^(y;|mdx2yFP#Vs_4=_=e(hAc@vjx22J>}dOEp0k5 z(_dIMboR`#IP-GfUk=fBUH&f2Ze;J$4kUeH%6gaA;q|oo(Amc0O@f`$STJ9jX^_-I zT|B)Q_~zc0k(Rr0$hLXQM+6(}a#c|%M1Z_a4nN?YUmYDM19BFOD1;+_f6|JVX3o$X zYpf%;cSAn%Uj4vjzd7*Ck$$Ol^VbG=woW~YY8^611?;~_PU$JL`^ao>}Mx1j^x9v&MLh_Zkf^BmFzfobML?SbxS_i5fSsE5|v>h>SZz9Zkb6if7gpK zie7`yQ$A`dO7C@30JtT)ZrrCNWfzg>-rD-d3ud`05)KliPuKse;t7wqs^~MZG z-db2}kP-GmqSS1hd=YUi@d|MZ7bw_qMRkXhH&~rw{?v97F6%OQy1>=Djd z%f&9r|NbOYW#FrwvYc0GZtH56zUObuUrx@tqW_+|;|0;n+uG-vJfW71e)2^1!B=fl zY~~pqE55i-af?togx61;r{E#1AjYyEwk30_vC)(m!N6 z5(m2~JiYle?i+bzu}9wVu?taGk=6O22Y{0|EnN1#!FsJ|+>lHBkHD#&tt*dUQeaYq z4I0q1&}y{>EN8~Z(^W1KmAJ&}XTsEmb<)|S_+kd*IRlpn=)iA^TR6nTN+1Lc`<>xP zQ;ZfnIp*SN%snTxZDYrNrK^JOj^c*UI{;w9m_wJg+jZ``d}#I4(|>;w8$UV`mS#~Z zM53aRSPhbNmDIk{rn&%5Dfk>YlzeEDUQV{M#PKZ!-sxl6FB_Y>;rTLW@~cF3F5=QV;-U4$5w)7-UMC6oN4*7?C7HM6UxzDe< z%fRG!MfILd6(SpkC#`e0byrV|*|)#eIi$}|6k&EfTk=yQ{dTj<9S9K+ zfF#7E6mXQJ%Xg<-%q6FqL&icVjtAR%Va@4lnyXhx)TGRWxeC9>W1erX{&AHzV&AJq z7|aNe=&~@$K<0dn46V?Djim=+?LG2HR7CC5w7);Oc{)H0Kzfs$Pg=4GDbu+5 z?e1yijiEbU7>+(lkJrn~!{2<&8r9H1damJt7Ys6U%C^<|njvw@3GKuUls#}ClKajLYm+ymHuVZTaREc>BN?|M3RA^U%kg$3gw`g%K^KwB2 z!6rPbd=_NBa*>n+VK%^QYR29@KJ*AbY0Qn8tU|NF5$hnK@*?Qn!IXArER^qNMFrbmSHnB{JXP2jS?HT;q|wZj68PFY$Wo3}9fwt+^Cz?FA4&yigv<5>f)aTbB~ycA&jndCd7 zHpDp-W<2{T-QEk?gH|`TRb=cWxOQ10`iB%EASYDEE#q;xorQbO^vqC;kAV$yMXFKi z#ElXOIH?kfhO8HMy!&`*JkUxQPEjB4@8f`}7h2&IW$G;O_YMfH4iQ$p{7P+OQoHnV zsz6xH$tGycKto;j=8Wc4(3vMVW-=xzB3!yeJ?QfgDL1zpkB zE(W0{X#>~{`0eDyvdUvb{5}2BITOg`n)SQ2_XdtH2~3rVKQS+b`O*kBz%Qq%U5qL* zxaoumrv)ecDs$?r8M!g!VP6{aGkiY{Od*%&bTymbf6=$ER?ttZT)MH4ZM|4{#eg`^U(PAOqjkYE z5?J;3aP<9+6e8?z)Z)}vASkE`7t-4fH-v>_XQK1VJ$~k*t|FQ8hk#5+>$rqcZqv;S z;K|B}J+W+M8y!B`WYmuc}EA zHC``Wkkij;&6h6gJF(l^Y}VJU@pHUfLjRrLii|8+VK1dAM&HqM;APmbhL!82a5Nwu zI(p(-qoT0;D6e^9n@J?^Y2gm^{KO9AunkxJpyaI7r)P>P0;3E42hU45{N`LGl=D%4pA3`QBUyC$X>&pf%vPiK z3>$`meHWh>MzRvbscLglp6^O#?*9+d4L8C{1F~E$oqQ39_}DH5JoYpyY{=_Le2%uG zd-)@p(M8QB-b?bcpk&D@fZ)qvP><9S!j@|D!AJej0}=Fc41w6~sI^heN(#1_5)As+ zzIr%<%QP=O#BXIGK->NT#eJq-HHpDs|20douZIk^oVgqd%Cl~ zGv;{(rYs9CO`o~)!^`TT23ux`$Rj%1WL;K|y$T~L>81}fgZU=+5xSRI?R>Ge={SIC zXKmb*FweN>#m0NbRw7eF_!@`|@c3vpwQjxS;)ReMz|+$Ufq5q1oK#P=U6K?Qx_^!5 zj{UeZkG3b1EJHy&^*orp6pU!SQi9?Z-bA>$Jgn27AZ;8piL99ed2PXqqyE|-Gh!m| zYs;r54$`+f-vXy$E9Hb=q&jOvG}yv#WinrBppO63(u@{ZU9e6n$Kx40Kel(tgWGsgaj1U9{KSDJ(I~{#>iwdsfE&okL3Xfho$0 zP9yzy!@r=m)OHVHM7bgFU;S9%5k3*4EcL}|H-WGHvPdWSZ)hlYSxA53qTM@?OC!Ok zP4miZsDh-QtGuh(p*sLCv7*{p$L;X-eGfy$4x14#w@H7?W30xkp>CdIW+X5+0EzCw z;ig`qc%OT()i!qr&+i1a@eR!EW5fjJI+>qOni!YD!AilHRw+b5xsJ*H)h{=hlb<7F zg}j*?L~#jDtu(DcE@ibHhHRfnJ*C!PEG9Ho9VOY_nb#|)N-(hC;kAc+s}q5c6^RO$I@a@?Qj2Y6RO6Y?^o}>{ zL1PV~^yO)rw=-6eEyl7B$CIU^Rg?KI)qYzXrUDWD#VCjZNU>;kBc<|=^Db@>k^ekk z{U>w~=`n|wQp;%R9RQ%NYcD1L#5!|ih}h(w4+&rwFG?@-zMg)8{>BE#lE@HYwsOLx zM*Zr{PRdA~qk$(66%N&lSlPe)O2c|uvb%Wyj9wZoWOT9Eu?&ZBrv@jK&j-9+nYBW! zmpTK|l64riMLnJ9H~BDe9Dm#`usj@xd-F_+kVx21Dz$s%zYc4~-RN5+KCNvZBzOqm z_8J}Lt>?vJuv@Z6P0m_UW_3t+Y3kpfEIG6@ueSaD$pLdzSv2tOJ!MEdg;52v*I5~nTM7@%bdb;Kxj(2rEYV5dceaitT7gxUWVO!BWgo!Jrv77#P|$IS@7hD+d_8gcd( z6WrZ;-*}GPk~`RV%EX$`)Ov8;b~-JZ#Xl0wtvmD*glET!sxbK!Pq4Le7QGZY?`X3` zh@q`t}DodB+`poBg?IRK$9UUH?jp?L=E(V?Dn$mQG|IQz`I5D9fA~U?G&k zLE*}?qF!6)p}01~$;QK9l=a#BMk>V-M#8V)mis>S6pJ2gW6~xjuXC8|69~2 z)yj|BK$nku$h+a_0;b31>2GwQQH5GwP7B>*U~>pYuy=;m5@4Yql(y-|7xKIbMy_f9 zL^|T|3)4<5_T0VhfM;m@nM_=c+IxU=@h4qnCN6uaLf=QhRwl~FX{=Nw8$R*(#s|ct z4Fx8r^r~}={PWHFvuIJzCONXeGfGFA&;jff5#Jy#ss zBVCy32(H`Sw~y?yZ<@y(m6u9)rhMV$Fj-nE{>u|#6?sa)3`9rio8VEb#i{XyKt!sD zr}trt~$zg|aw&-THpZn=?2M1^4 zN?PPQ>$QgXWmn5Dz9l|^>6~=61SpzQD3?j>2Qb}}pG8{qsdoH9nD7;ojWg65tN+Tp zuMK{PRkZoLXL6$%ShAjj0h_Rf=^%CiN)-iHygff+^JMsG-sIQAvSXrV$0DW@&Pw@auvBBDb{RBwW92NznVboabJ+2EU83A1_a>y> zZosCOPxt;Z$}c5MxM<)lyHX#tuASm3gyu2@7~fUJzDS4@=+ssOt1N{V)~;V~<|(gu7)@B_<*?VCn54EH zeB|KAXycWokum|jnr`X6t}47yX|i|n=Z(S2@fZzptSLChGd7Z(rm3&I*5ExzjSqzV zC;V@uK2Eq;d;VGnmH?91O{>slg`8p4&4=Ipfn82D@U-&F-PiTO>AC(*ILnHIhmMF2 z`ZUrfu5z)uSaB$5S~(F>$#XXcjmxHml-v}8{@poOimT$5u~MxX@%ZKlv-tXOz{ay1 zoZ~Oe9IEQZw#4LlW$k*i&mHYi@PM!rQG`y2E(=auf=b5G;(iV(Nu~GqQB)0c{9(+D zsG<#a2tAY|0d*T8j#4knORfr%+&n_N{CnZ$>eg!syUxe?T*YnpfgNpHmQGTFH}yKW z9VGpUYKktYc|uUo`xufVl`Tab`!99Y*?kmIrSspJK46ZGD}<+k3H2a&;rBnww|00S z(gbIGD=$|ebrkB6s|o1p0#x3;8>+uQX+IUqMN($mWP9Q;3-9wy%|H$0VB#C*z6yIL zKyG$Lm`xNa@f6q3dicm^GV1By^!wBvL7Ry^#<`T+YZiptO5os3{IQ3ZK2*e#KkTmL zK0;RXi&1cDMi|MR(^~(~9n+A_ht!cT0?Q2@U#qk&2(N!3m#A1PX%iUvCd|=2(e8K4 zSdJB`I+7u9PepBRe>BNW3llUCvJ+JI9*?kNTFbJ*=$&t2l$KWKCLQS)V@;o}#1DTw$oY;QttF~K4hqOK#3+zDa$Zy4#_6?GidAG;dR8baz#;^Vqg)3QsU`=aG_`WC zVN-L0F3I3;K{p*d&8(dXcf%;)XB3%SH1$?#FHl1JT93GD^JWg*pnr)58;)^IH+2XaX(t~LkNhZ_@TkML>Uh`V?`}DA zJ5rJRO=8N{0f8EP0na8lm#6B2;~`E38MI}NvAxu8akR#PFgyvJ);-(`k-B_^HhxYp zgQ>5F9Z}8hKceP}TTreDP5r$a+msJYPL1_KL1Jp$yh$EBl>MQD#5uN)T&uf#+WJGuD$`K04w|g0L}l0{W9$ z+gH^O1sd>)FZayn!OU{79`~zJj11*wrkVh4JpJzjq^o3F9noj0CuasPAnZKAfD1IG zswfg#?5}!PGT;A^p?@@LEb|;iE-Ge|l{+y^<@nrI7Rr$~p{Bh7*hq$coAOz3bg-Vo zI(Oee8qgSu(N>9(Z9e}MmDcQZGSQX(YP>G47*Qc3ZT98qJ#fI!%^>r8YJ=2FAhSAb8< z#Oqkob~hgceIb~%4BeVpNB0({BpKyAh<3)c3>sYMu_C-mG(YMIF{&*$fg%8eOv+z| zA1CDjzAr7F8_^E35Cy_5Av)Cj0)Uk*RK{$SHvMItz))N9d!)T@p^HmrVrpYn9h2Q8 zH`yxzZkPVBxH^xTf^!n2MB2)J#u$@*R6{=6O(6YbJRe8*%=GLDU|c9nGni>1lPWjp zN%6W9`^iA^h5HE`y7^6&jeI~9`d<3wJFfXii?4rj`_cZ`w@9%J9AQFtkS2f~`)+=nQ!sO-OLH5WjFM*O6}3iGv>LEvX3D;IEcyUsvXN?}}ZN%#}M{LW_FeKqHIx zm)XM{roc|Z>5IcDNoIz#jf0G@7iL(|Mk(119k{djh_r)!NO%Kq&9I@I8;Lbx(4EBk z*B=>VG~+`IOo{q9BnFg(l9h-)akf0YsPpC9!hP=<-@3O~vWaPWw|M^gnivl@bz={L z4A@|kr?QmW&wW|yWHk~f@Sfe4DxJhmfn4?;oTNP*T1bh-D_Z7djchzn`ASw2n->`wgs#q|vt!I#pVKVE!vU^- z<1FDID@>m6VASixp6a2y=!%DN&x9g!w*95z6oL~Gk(ZZsl&f@a4{X=X+K1o zhSA3;>8SZLNaT|zDD^gN8Tg#9%nCiY4a@t*^|1#p6qV0S$G4~u0@H{LK*09{g@bWE zul9+Vurdh|ZBRVzlNy3e2P5u~lFsb&PN3GHy@n1J{_3+CZvtZ>bwvCiL-4XZu&dxc zhl^^vno2?FPfmnYA`I`*6|b>ZlO<=T-sX7_Cc1FAN&R#TcoAq`H%V|Bi)eata$Ox?Cr0OlvhO81WU zgT+;ObJ%zfV$3BSiz@V6GOw&yGl2U^8dGjdXrscI-3&fa8)>Bj-P`)M^+k)o4^iF( z&R4t%bT7N)yh`SCfI1Ol_zcbF-Mk_gSs-lsu6SZ@xSv(LfwL#RpJHb)Q=ZGJYT7we z^R?RQr%=>4TUaaB{LQE?k*++D@<$V>N0f9ZR#DV%B(+bX5^~IuGa$yE6Rv^UMI8|OQPakLr{!8A)W2fx_PHFK8#S>%Sw<&T@-`70%}x5 z+u}*G=C_tJ?&=7HLYNJK04mUAg?*?Gy}K#M^*n1GqA!ovVInP~^&6HiY2(({y{0*w z8)k8KxYe9ciZAH~$&t3^Hz;Ow55FolBXv7CB7T^!#EV)c8LPr71Cga zeoK}sP-6uq!KMH1yL9(d=q_E(`tQ=!!`f5Zdf0irOPjmSe2%rnpI_o)$us)zOXhja zwcYdhRUHRLJB)ay7~99P2<%11BVJWVD{jsKC_-CTI5yrc~^( z7@Y}u8=}d$NYPxtPQp}@*9!Y|tmxec>-6lJk2y8&P!sCKkuZrw(My+I-_Cfe=l3m# z4SAn4J~aIsHeqh*sasR`#c#rfgPUbh6*8YB5?d)XX~6}tKJ5@+AfZ?+*QC&K7FR!f zYzhlMIpiuAYs#CXsdtF)DrI^OsU7Qo!s>aYW6;m^VDY)zZ;~-PkY%CS=-Rb`bz$yK zDv=zt9*D(Zd`-C#StDvR$|-86*rS`O+_J#(=S59`{P^VUfkDD6xPuO0JFWi#A61eO zKnblE14A@3ULI-=j5!v>y#w0LF3h{P>P52knz>=jtO@zDsHy(X{(9hFyN>?JTW$Kc z1c+kH3OZU@f*0dot`QU8VP=Yb^lxR@W#;I+;A>u|adgP}_2-;raT^Qp-hq7mOj$4= z*!(N(z^vfwH~2I1Lp44vS+-`ob__2k>Fs6)ItgF6`qcrY9+wkNHHtb&P;C>O_Sy0SRQzC-wCiFay%=%yP zeME7c^0T`Jf;$9iJSYk!Lv~a)`lIF31DMb`5%xOWg)8v9-_HbBW4ExAVAiC|R<1zr zAZ1S(dY#W$*L{5Og19vbPiZCPac?i4TsI|Fe)_KQ%A7^2Ur;4kwPQfM}K|hO= z?K8zgjj+M^+sZ~Tcye@QO5|iWh{Ec!|6oaOdG2_ zkhbL}CBsVk;gXA?1sN}YkcSIDVj1q=_GnsH^>T0ig@R+yvH^Kd65+SB0rir$@FC9q z$xx;TJ16jjGQL|HqxO8(SZ|bx;QRk08hRcptEJ@+QQL=QMJi1vX`TPJt6rzw^}M7< zM-vIHq^sqDVvgrU_44Un{48g`5Y!n#3>V>I^n=GC*A-z2|O+no?*)g}!*Y{q5mL4{K|I2R4Nc>A(oIp?NVV*NAlhy&#Q z1*Jt>ThmdiWh*epkj*c@D*S;ZHja_gfRmE|uu@`^o#6!ZBc)~J^F~QM2f_eem%q7F zG`elT?2kKY{|v8NC;Nwv_xDRD;wKto0#>E(e0E*WgssRGgOlmGq@QNuJ0&f;OyFs- zMq3o4|B(3EQ;xc45(gAaC6EdJr-*_M3w7;hbJ~I^<^49#q?S+jdp(On=^jMsSPsE2 zML|7+4O4bcgEqg?HjD_`j>T2?KW=NJe?04mXON9FF(w`+K@SyG#ds21ld~6-5+def zKU8L{BtIJh{dP7TX1W)p_5zt$0=WPKl7_e!`9U`xj2_)=Z-2T_WK$68{qi$*&X+3{ zBuy{$qgJoIO=98`9HOo>odl1r#9W2GyJ~+5=64$zg0rPTyHP}-s zYb2PgTXzH@WTn%A?|A7i-=*sEcoTI#GfYv#`N9UD*JSp zNe^G8%qg|sFq=Ji3!3UNYCk1q$|0+t*V!nRz$2d)g9X*%z=9=6B>!s~!LA20=%$Fk zXz8+OB$o94o2}eVu#2sXpc}sV`;#w301~j;1iT4sb1&@KWK`~8TlVJ2>1}xp-p&xh z`<=ooFvG4gEAc*fw7O^>=6u`^9ei0;5ikvOM|Zox)@yNew&y9z1k2lBBDCc~F2OEn zWShw-@rMud4ymKpyz-FM5Y~8(MC+vzll{Gfi1T%)OLtet^#ypa--!tl^tsvrt4O-_m4Y?d;1PB^?cl)J z+r#0RJ%80$PP2ZlhN*BxeA4WZT|wN@Uhy;-olT}v0;=aMQQbQ3dsotcCtTd%?rNAf z-V%}~?YSV%gLm^C^5cj5M7Jy5(od#xz8=*d`%!<4TG`p;(hr{Z#MK*<&e0bJA{}qX z{vacZyb#MdFM>}AZJr=S0u>|4w0e-oFgb%XiEmvh)qRF*&`KUL+h0pIoFQqo<=YJd z%Voj1bEMBNdO>0by0aoJBav?Ug`xU^?DUP5TALq~cRD=&z>pT(G5Gf<75LO5k zhw0A?#rE?Fb*-KT)=Bs&h@+H}B;S@uL(lr%r|<43C9B(Qr!`>9MhldFTtCu4I0mq) zp9liY(GX_eoFK*`f#6xPBeV9UwV5HgArQk=Rkw?}9`#(!0}uJ!A#{ z_Ribm)?Z(0Z=G)@CB!Dh!n=UC@B~QoA1cw^MSAzfcOsVp_e>fuW~2p`AFRzDTstU$ z+&u?48h=uXmiF*CxoMg*cpRFlVB@{NKk55%JMnl=?%NO~??!Td=;fl7!BoKbpVT z6o2{Gk5_!_>zh3x#*PDilXlnWCMh-iI4`Xq^z%Ypd>+>ZNw4cTIyOAxeVMAO-|VL! zxuq9i8?82KlWGmewGNX$Tk!$&mig{a2EgMPS_+GjKkhX14ti7|c3M?e1+_w*V915z`zJ-U9#7x9Ww!ff)}14;CL_Dw_-$U4Q&Bq}BJQu-vTYEb0DEhwSWeSQqz zOKK*D*0~yn0txXnNVOv^@UgoogyLgJQDbugT*BqtH^v)OZxE7C;W_B}bLBzWHPl4F zCTQWWwwtt1+jyy2>)uNs1ZNg57ZK^m>Z z;d|StjpIj}U8y(J&TiFQ&Wd}8By$ozVgG`4ad&!1aQTh&K7ktbKhBeH{Z@qq z?AcdePw|v9P@`{){k@fowD`Eoo)0MfFJ{?U&mXup$O?wGmN5ZGiXZvv(hWDFm>aL3 zUyd3kM`$rsb6c}7GUo})2Oo_@7xK#wK@Kt0iT4&-pC5+l?iJmPmlqWm6UfTLNoIb# z0fva;#%qGcG|RUMSG-p(c|w;PpX8siYox-`^A##OoF+qPvVm~4gkSNTAs0Nbf0^;) zlGXFz>$SNw{lKrwJW+60IpHtmD#0JKatoa3kCxO$=x!WGO=!?Z82YHv3}E+aBm3ax zKrs#2DI>PWLav}UU;`e-BQ7Omz}?t`4Auf|FL(ysea>V*x;pnG%^TYiSQ>w~SXLCzyoo|e^aE2^GF&HhDTFQE%a1#tLsJPc0@GG8Jf*{c?{IMkzE_jd431Kd zZCfdC-9eJ;k$Pu-^I7ukdUCL&HLlwyo{O5mMIP!sBT( z3ar~oUlw|a_?UraT~B=mD7c^dh3xz3{7LIP?gj_HRnC+L8tG~Bj;s|$>0s!y?;Vt#6NmB{fF z=CSB->GB|j-+gAL&^;)|iEbUo|GM%*EZ1>qG}k@+g!J^2oNnK%ZNHCRyoXjGf#-u= z1_HAN_tr-g@Ym(;=1DE43$gK7;<~98@9!(h19_e@9Wppo%BEodgB$sHyHR?v5g$Ag zGReuq^J4QWKuJhr86SqzjBs)OLd1_0-XuoFOt#w$jHH-tzfe4978O@^0XZ&(B=34o zS%o%O7QZxm;?!wxvN<2}Qkvac}ZX@iiUByvd0@r=ok z(ut9PtD?qw9rXOoC`S>a%k;qQSoL^QH}wTzGLXy(wrU(Lg(J82u>N(5c$}X&b^WWr z>wBDb`edfQ8;xi2Ie-~Y|8<$kxZhB?mQ^}5+Z5(!mXRoztd}a9j7qXzjGHpzI`V(4 zKkD&@Pvj>LJM}e;r;okJ?pez!(#7|^aHW@uL(@E!CERdf zj;+rZb2CGQ?yUv&JrPS=t2}z{&SaGUQhMxqS!9%siz1Y?b%C}@35>rvli83Va#}C2 z`yqr8?z7bnW0h1;8^`*xy=}QPp30Xsu~wXHQ@OFmYA?_P`E*3= z;SM%LGucnBUR2m!&yI~O4g{b2HcH&fA^3v%i{nkct-hfO->u zsH|m~8!LwoJg&=!FSHB2kl-@e94%23c}|H|JFZ8)B+CB&B$xo^WsrDHJ9uz^+tEjU zYx>32MZrl~BE3tF-CG#%kDduK@7TuQ;^KfuU`ZS_Rx zQpL_mZ7hyWrDkH1e5v3TV6o`)sbQE-P zZDKR)rQH?(rA<948L|D+`LBxLzw3FP(sl-k6ZX84WT&aPGY;o9ZBw}AYYNK{>$s}%pzWsknE$%zeBI~dx*_?K6Xe6+n@eGUbR zq?J;R^OOe0S|)QK`wT22lF37~Hu74&z6&yRaL)LN6R`A^el-7&^@;2r(iTXYC+^S+ zr~Q$8%exQyH2*1e6}b8D`KduVh1~~sSZtb~VY9Rw&8*S?0Kw>tju|$=`q|ax>t+h>LBl9WWLmpH+AEks_A%ZK6)I|MiqB}OHV^XRlzC=L0aGLG)MJQ> zYH_czvKGi03rmo0`Z`bsE4xqWyHwlw#s28;cy0Y+9RCB|3P)Bl9SR%8J*w`<&Lb;G zSs6Q%BB7-uI{y91hY{cS$v3wP$lu*-tiy?R(SN5uI_7}KH~u*h14gi2kYI+@U-sFE z8&L;br0jl0anXRqL6m9lcppP`pgMI~Pln$4>@t3F=fs!VpoesE3k82t^k3LvFEZ#*GeA)ozhgk_TO>>C%7sjd&vodaB=%N6Up(Lc3mW{_JV(w~C9t4gJ zVo?sR$qC{J+7jSMEkwKBI{YdJ-yuj@)c149Goaj{g}n+ZK2xWc=GeVBC%9e3U!}6? z3a~Tmxy<@qES8^%YR`^t=y}b%TG<6B>DD@G@c@oJSshNT=cF3?q?s~t80|eap8ce( zLRQ4`Nb&jXgKSZGLx$Z~rH`VP&cSj4Y^R}=Qz{~B$C z<&DBk@t0HX4vqUquD-+HRgqB%qnduesR{)e+IZVVdV!*aBknZ>+g3hwuYAXgYs#65 z)&(c61Q&v#tblU~u$RW4G+ z_sEW?c`xNoBto6(l*>H@h8G87L}+h#wJyn|8>zn3_A}DL|`cBN;5R zwkrCT7WdBOi`h%It&if~^*44TH{);2piuc_g6Sx{uk|(PYOc$#>bWB~Bl*_XKG4nP zmb!M)x;oRmPhR99$TE`j1gB1F#r^jzcat_?3V*uce&_>;Bas*aSu^20If8#CJ?0!E zZ{CPVHnSEmktz*Iigf^H72IToEtykts>ytaXcL(z6FfTE9ELB#TufxH?8_stMwKum zK6|L;$IYc@mXl{})X)85;&xOdfgvOVZMAXG7A$MsjaE`)%9}w^kLmr*|5p^1A#J1J zf*9kS=dGpZ`NReNQ~bPsq;bwVzU(fuXJ_hC3xF+8DKn$*woDPj{o}r|ek5%{bl*iR zCuk9S-)!t0?W08gF$S-tQ$tBM7NP;Wd2IwGI7QhT2uq&r8B@C;O4q}o&c%h^u!qfV zEn&G29T%5XfO}v3GF`lR`4>W=wYiH6wP9DAOO2v=Fj8MXsL(wW8)q${T%;gD6hzAB z3X`e98k{EBNLQkUOz%wFRmDg3HPNJ!ij`cY@bDt&B)BV^%Vwk0WKRv-O$P@cx`0{N zk)mpmc0e`?j3$)OV)O-7>34%=WfcJ9EC`MmRQ@bQHwSe$X0v^7iVFm@!{JMbKS*lb z`$@_@Gf9g3L2p!!57{Ue!2L;w$ze8f=K14^W2#;Tv2O{RlR7t|a?eBqMHy0#=SJCa zOv+|Fa0Ts0x8zS1mz&d3kDmU%8w^xS3u(PG4Mz_PpdNcD z33){wd3>D8Pv_eS)-)NxEMrEO$^`Q*obz;GTSzu49Fn<^pXYcp>N8FZ()sMx{Z7OY z2}c>=gv{tgxBO$$h!-8^c zQ(L}QF`{3btq$Jyn!wa)9_JWEE6aWr_(HLwv1X@Ig@7P zI=PmbPSdEFnPmY2DW_ag2${?cH%>KbrRJ!qqm*XuB9aS`pfI_nNalhjh@__Fih=^l zGVksCxy^WZ?)$%7*Y7IywhG3r&l-Z()33Z>p{~J_Lj^L~94IyTt|6Eez&}?k(d~FZ z`;iepHX%oI#3Xqkv_I|31?2vedqjJ zaP>+8K;?N^a&-6)L}J_PV2ySli?t7z`(k^1&5*Dtw&vF&Ca!>4vhUcB*ZtVB$;#Em zq9~$XSQgdV*ae?(^0m6>-YQNWk{)F-e!@y=h%DQi&h=SXFZkmsp5KK~RO}8AOq+4>$GXPBflj)lybcsP=~w@I6%n4-bLItc zyKg;3So!tU|F%ckJ=t>N)srnJhxl=kFTc6!`ok7j?8vU)>;BoYdm1bhSfnSLhRdO! zLB5`wz>oaIt}K4gq`r+AHkW(DJtoW8%h^DVsGL2i%-2_P5&p*Oi!k*fHM@+x;YgrD z{+%CdpjfXImyJpjL_E*0J4s)rVm*qd0h>Qd(=v9;EDh==UEJc%Hprqo# zg!$ade@{fW^4!I3nt|bm@jaaDqluw*{d-OgXuOOuj+GjOWIQ<)>_P?B*Nd-hr|6=z}}d;y@4=A-MiI3AfeDhn+3s={pCuR#6B27yOBiM z2S@8bbvAw@20q1ExrJ&&^3dSz)d6876X+Gw7gU0&=n$-=*Rz^iSIf5BiY13kQ!>_-K(KG3Z z&wOIAKT~@US*n5>ml@VP~pj3E1FW{ze^$8Jz4a zuJKGLcdZ!J%*;&(WClXA+=NshrULmMxJk;d%c8VKl){7hC@9p7kMV`)1O@?aEXrB| zP8stkkmD|e9bc}P8WU}2o%IWi_BpD+LG$m3b)aK)-A&CP{wW2Q4?y=dV0nQuOACUH zzCWIsuURT`3KAd5T+#n@nObp)k8K8>&&IQUzMA2YJAOdb$!A3YbK)mQdV;7KR8xdS zcrkaPC>@dWoD~2kw~$+EBr3Ae@13u~L*LXU-VdX&UC=l!%XZxVG)D9XbDjrQb2P(@ z!Rd^MXwLR-h8?b%2_lasgmU(%!n^AN%RyZjLF^9G`{KWRx!5=(W{@^p@IFXNHUdh) z+zWC-Tx7yAC#R5;an_S_Q^y|VHB`yG4?h*M-dD51XxR_6y&~Id4Bs$wS?$+y%`u!9 zLbi*HJIh|g3L%kLmS0P&s)i#a{0#?1Pf+a>$T2R*u;5BY$Np<=jIrScq|lX0srd}g zK`y;xx3iazjgd8LanbE3Y>M`(PAixK5hL$O z49=DHgPAM|HSSwb{_T(9HT!)!O(W0Lfo%FRiuyNmd50(ZPI^$C-MxC& zUUM9_2aNU)gy~GW;TQtgG)g&3N?y5+T5({oLimoz+0p`oi7_S^`UlsFeTO1GQj@dh zymLyR$W1vTaF&BD@wh#ndiES*T*%^VUq@$Bgc>;*z=A94TrIk}x%g6B|JupMUAMZf z&~PFI_fUV)Qax=>eRMf`@n0n>=tK9B2oRliogT8V_Fe5wi0@}yJ_Md9S$ygS&YfVk zZMo}((fmXlNDlR0@ZL7uFy)1Ef9h@GnCjAa{0G;Y#95Gkhyr(i6y1i0;Y3j*F^3TyIR&GoK~U5rxYR&d?C-5~Q}E{}h9B2r>btg& zB_w<5``UXL;`0nl=;DK{ISMEV7kJX^Qz!d!kB>s1hYmjL%NuF`nKR{uw#|eDFft)I zQJ^-YXdI}k$J<(bgf;@(qA&0gsl9yNgk$dd+KdG&MWn0 zKZbxz<_sBpIJjXL*fpBD+MNa5-5{uzbUYWtcNegdSAN?OY4iK|rFwOBUpE907r+8w zlCUy2Niw*N9C!T50)4v`+*TSRVf-0I-Gmx1zsxv0B7TKh$A*c_z*^()l28|MwY)D4 zaXwTpH?I<(>ST?NhBkD`gOgZ6=oN$XqMhuCZNnvRsF|h7A;Uqqi4cJzZxd@Jf_#qy`RXM0#gsm<6Rb5j&K1X~2y`%_rWo1BzJ?5`pzy z@o7*XTSqE12qYILr`sQlXy~)*PI_wq^bZhq=N%yx5DF8xh*;;m$ZC|j zut)a=aauhVM;mrCog<7MZ`~V{+&XW1{Dtx2pql_5RS%>m;Gd7plHHv-6Vk=^d?wj} zN-k&^!<%XqZ3f?fFKAfVC&zj7{ywc|B2d>vCZ@%^D6YP$uP=LIga$7K>DuJ+w}-#= z?+>QOK_1go^&RpYz({(b8I-dOA~rG>2tw(-xUT7EjBTBH)UcoUHG<|&jTp$9MB|j# z;A}2>Oe&4BkaT`ug5<>E4+gwQL@|KiOgWAD)@S)Q2dxKd@0Rk9A)z6>T3B?pS`5yM zUDuYyZ@;R%CiEQ_9VTi3e;8%i2T_j+5>eyk5hGQ4LsPvsAIhGYcxEpYj!rFFw!;c` zmnB3_nR*^9Pm1R{_q=z72Jw5CrR&Hgik$RClq%AlVe|BOxc!J>T`$JKXI@3hojkUfw#=BuB|$uDjEbDfmI6*yzZVTd!YxWTtU22 zH&h<<=IKOEEpi5~t3Yc0Lp^XhZcLbdZ>P5n-m~!FGOxz}()i_Bqjk`(qvcxvi%oOh zryx%V&y7NbwYkGMSwOZNYzE?&HkWG@#}9WF{e^+ltTPiRMvs7mhutBVVsR4!mF-e% ze0^F*J|Hj5=5?C>v*nww&O5LG%l#n4{>nSr>+u?_p~vy%E`W6gYo8^NVi*1hvHYt; zUz=hr{aYVwqW3;Lcv;c5&3}U5!#SQ?Z_;47yd(h0im8drQ*g z3>WIO^#(W0!)HeB%}wz9jmpM63Q7usWYU&2dY{*D-w0iQZ}^4l0IEO|PGi!dcUlM4 z7zWbKgwWh$7ZQOvCov2jSN^=Y--+V&_|=;N-HbaQXv2tsKqdL|@KH(gRcjLfy#?Ql zI2;EY`NF$KmKw=O)#V%gGpB8j=Y2tiBGusqP$qV$(WokWe22IT$TPLGaB5wyN^@Qd?ioyK+PJq;`uY)oY*(Efw zI_oLx9pIY>v^wPF(R-8U#=T`x-J1rGcVJ)_KlnRWHVpz$tU*t`mXM(Q-E}7emlF86 zz!y3f{L~AeolSr|Q%a~w0{17l1wM9*!hzfSQzu76BjHhMswkTI$Z42UOzicWkxoXpY`-tRXBJScMA? zbEKvT(;Bf5Je;nF5o))Mv%8n<{9Hg6c0TI@OP*)H^ckm|aU)xP?3&~ib!3dv&-Jgx zB_*796}}q7lO^w7FG}S0%k-@NMc^@?Y9SZ3kuM7T8Bf1>WBrGRZ3_;3%7iWI6XlrW zau~=-REWXznMO}Eq3`{sG;?;aYU{C$HF%n6vhq#SgryFeZ#(rJ)!c5*%Xz*x9eK~) z&`o4&Ilc}8Q9j$6({-wFvmm!awBcYuCc>wezDb z!G?1@{kA40_D?&-43$&cmk);r0=Wz;AQ%d;wldQ5B-;5O$6(RDY_WMPp;c?E!Je9e zBzYm@2IjM7N_>GU0T9Zt>CHu?Q`rItAaZjWpKW_L>s)eFJrslk$r#`sFe%3UfI^2H z@q4YF#x2p8M~3QSVCN(^C5=R1?VOx4K6%EB04xnG%zKux$`qLj9gf)HOGnb?iJk$> zy`bwUimgwN>2W__e4>3t&=lC0J6F@gL@I!?E-oSWsO^nN3&FiVwVDVDvVrAhL0KRsF&VwA+fwLps#Bw=8y zZMV`qYKYpL6vfsedU)H~S8?~94Z-VtZR+^_$P6O3u<5onfzepxopr*+W<3o+~f~==}Is@p_=gsv!xupPPTj~XPrOd6~wqe z?7@jGm&viPltgPx9_m{Q)`9ja-IVeneJF!pGkC)a*v7!vs+t2b74m6n(WGS8uU~pt zL3YcoR9a&qN|OW^jZfQGaF4*<&KF%Tx;E6zdAu_T7B*8A_6n#wf`f&c9^Q_>ayuuE z-KV>8ngA`gD}tW6IL3r2Fup2d$Z?09V<&qgXWeCpqIWA;K3xt27CB_f~#=`$;Fg6oLX?qq|#k%)A?&GybK8P5yj3 zgO6)lQN(IoUV9v!b@(IehIz%fZ{Q~UteU%Ni$K>q?+J|_H&oZAb5R z*6rMCHn>Eo0kS6w;sjECWV}za&-~PyY1|ByhAa!!M%XDi8VT7~{XC2;R(VWv=J8p+ z!>4(HkLi}ZJPFx*^xnneGS1tqChG%1zPG<(1z)#2lH_!L=OWt6r+BsFt*tl1q)y^?bS2rp{ut8#R3D zRGy>|8%ux{pZI6Xsq>!Rs}PNNoSb?_c8LUNV~DN+k$U%8fK(#oDx2T&5@kT5Ux0ib z!R1PjOIhZE|6gaxF$R+csT2L?Be&M+M^H;VB3i`-u52&(JwU;xQ79e|i)cc2+6yMAMcrIv5IMc06P?INn??-R^ z4!0=wWH*C&<;3{}ah?LC6}v0WP58xm5|!?*bwy}!J7$1fFwnoIs)E6<9M(TKWJDcU zyc6Jy#Qee};OU#juVky|Wt^T!9;bRRqjARh@YDG|4gd(55DC4!7p6!3>eAU!y*=#B zBFqnTJ7_Sy_t5%7v94<_nntK&fhg?SylJI|E6=5XNl`nc9rkDKjFMzzCn0?Gu}%C% zz~-VVMa%9l{A!){uNZm=C2f^pT_Sonirlm%hF;2kNBBe%?bW}b=q^@3Pue3D1TSeR zYH7@G6UG1Tu3)4UwA|yAKy_{NEl@UJh`-27BNl7M830Bwo8Fv`19{wf!>DA<9z4TE zMr*M~n#R8t{MN%|hJh{4znSb6QH$^OD!s(j^peYvW1Rgxf|+$_2`cLhQAuL3vQlKe zgW`BY4B3_Bi9Pl?G0;@f4W_3nsKt2RC+CyP)AEOFq(w`gq+9tA8kqQM)3M;N4Stmq z8`<(P&tYH1kx=bbHQ;qk2&t+LLxxwPa zZS(g$5Ml>z2Xrl=_2r7ulLps-nd(I%C!Ov=R|=r4zeb#Qpz}1^NsU-%-^R%FXe82u zN>rC^R)W#$x$KFI2TtceM#ejYE5whi`1j{i>s2(6^g9b)g5>|+_9JcbH!4)e^ysRi^Aoh8 zV<~*@`!Df&c3@=2hquRwiCyyQ9=@ywi^mvk2j06V5`n?vhY%WdGi(gD z&iQNAuN>?3*B>%Ryr1&s*N}Hu45OI9a$>0jWAn-$s|?0=r+W278^1&9VF;*>)SLfB z$zahOuaxj#0nc11K(`E$b#uXw%2s_O82o{2c zt{pvzsquRi)X0}W32Gf5S`|8IgD8J6Qm_+ryCs;%#e7is|BD3{W|&m)qKC!we0j^V zTUmNxG!Ze|Y{6*E1ZM9SfuebrQT5mWtWdReq**lj?bLAc0_%o7hn6 z4eCK6I86Vz*f&XC#x{6-I_vWuwD;(V;v~Xq&~47ryMeP>1>)KQjbw5bjN`owf%w2W ztd{tXI-#x{?}>GkU4&c4d>*BOm@&G@k5WnkH7ym>lvq2j49+WsT5HyGSl3k?J+ zs?^}SL~RA3b$oY!Q7hI|akE78fu3G#l#lF#NR0umDj4D?ATVhxJH^z>#lE&WuX6t7 z@^v7Vy}2Is&z2paf{6xp27`RqjFRQG%$DUU?l0#c474x<_1OE0Y zmc>tl{X7Esb*&tlE0BtUd2l|kmV>nHvs)+6e^eKub}BA<aIfNO`I+2 zGH5I;nS?vFI9`6xX^Z8UiJG%D>q_>9cARJdw~~TjXa+t+;!9b{ws0Nq9E4r)Izbjh zNm-l*uqP%Ed>3pyl$o~_yvH4hd4N2)hCFNh-jM_jbXH(yb+@EeEQ7GsWGer4<6K;_ z4Q2>(w2$V5CC%%#wA2zy-7+mVI(d)zh1AiJQI*tbCC1X&~?P5tC|n$jQ{}TNQXRlJ6Q5PB=hUk-1R@y&lmQlHmc~*a2{5Bs~i|qOj2ri*>08*Vj3g)ZInR*g;;WPeY82tK^%#Cx)$-0NWDS~jdXrZHKMvtH##r5jEVQW5@SV0w#rc>M|Y)nLRK zor6Z21FCL2(D*lx-xk(>>+MA{B;aWyABqk-o6OSKyHw{seKd?@@oXQ7o2eOc%=T*9 z450j{!$4rl7v*VUH_*7|lfJ$l8)L1kk2}~*A%&U6vZRIvsR7^!lKWC3zZO5*$5^cGPqa?DGq;flUqE16Y%=nmJ==8gzR zH*gw`qWX+EABoq+SYKdUDtX*lJH3&1_MS`p2%O9p0s;2pU<#O@Cwr}2^A(8B1>CCy zMfWQxGz3W4`D7I&t-7;_dGhekYf#hP}U8kG9W{lB(SN2TCukAKgSqQX!w$XMk}`i10Cqn1UW=-%fVi$5l>Cji8!iN~$?Tl)aZd}j_u=%t z5-^dGN5|d?qVbLao3m?922S-o>5YO&=6`kB9e=g*9GV8w0_}ZFT@6i^ByiA<91+|o z`eQYjr#Wp=<*L+{@>L=IR_Cl~E5K12ic*ZHGhqb;n3;36q|8ndt=<`YU5fpa+Sc89A{r|hM|9Zr3+ z!(d0(?jl=Rk)b)awdPb~W_3NimkcHkDvk4!_bny?d4 zEIUp?Qwi97V1HdUod|F%Wk1`9jd^^%;s9sTNq%L-$?Ims2sCa9VVk`q=4mB(%8=j;q4ER5Tkk?@ZkH zj-+fd%$NZij~LYAu4R#OKL?Xw9 zsH7nLM#8Jf2{5Erf5V_`RSeI+B?xx?x0;T~&AVH+uB0`d>ILjbAi3(V0ksL!5VjTP zJf9r24k@4(M+#=_S780^%iYE~Wl$W`=hxJIfXGn|(u&b;-g(pI+Z@|N6QNkDagol) zXgiUNAgs8M`UBRmUPawS*&r;9gbOI+I3`nFu%&TiyX>DWmYcYYBbD-XsDuz(`euDJ zC#t%75m7h6v|Ka~A2-M^NpJ21G8KZ-ys;_OvF|&@T^~okv=2Ajrzyn!uv&O?rd!Qo z6T1cY91T7xSbftfX6e(jn}I;BwxNl)m82V1Hjf8F&0D)Pfn5Rqz|NipUBE8GfUrygjxB#Y=MIY^u*`_G9+EG{ zj4N3m7UU3;fF(%Y2Sl7uDh5iWuFDz;79iK}T7j{qJLt)QPaygXr20l**_NPfM1>oo zL|ukqpveH!JGEGjW~WUiceXBfMP#-eva-nx3pL8j0T?ljHe&84YC&rk2NT5yR!RNM zh#NehRfDSFw4wxOkfi#l3UBYo8X|4~TLg?)Tu`4cRTw#{BlzJ6xkQmtl~m z;aM%j(jaDJL+kh|IW)U1qop(*^p1#;iTf^h=E(~J5Z9KfLbY=tk&h=HCvv{+6-oNp zGDPO>tQ|UjqGsG=4gA>k;OhVnXk2sjYIc=XO%FR7Jw%Xn5XQ?dGHXG-lotuljH&^M zkAz*{DJynPi+=z^=}Qk=w1A|^$1Unfn+ByP5Ss7a2G7Wp$MSwKpF@KLF06p`A?;~s zdnUWZE6KiFG8kQN?h!_o+TM7i&7P*Hr5A{Gjo0FN7eHp~*wA@rQFEi#v${jbxz=`; z{~To}uwn=id%%=648ebX8Qyc%6cn5U=9Mn#CDAxZcL&(3GBsRVLY&k})zdhwddb=s z0z)qeuOT)^?DFbnj6^+GAW|ctnLpn?=(+AQh?&xQxg7{nwxD{lo2ah^8aceH=1I9aY&R*sh7b@fF^1zZrVB5<%t(;yK$JpO6iKq?Yj}l!9DfA?!Ym zh;0M9<3%PU`#gi5#_&$p&KvbJE*GelNsKRVz4bBsZC`L@MTgsLr>SXo2Hf@IMIlLq zCw3?zDE`!Q+<`=!*@ij2KTdSVjOgz3xFvvq(FY%pg#C0E%#|15@lgX2q9lzyODFO4 z09IABYaZMQmcuI)6&~cmYs02B#(tu9cJq?6k!tJmc=jZ|WTe@F5nN1vk7==UOLk1s zNb1$#8vNf#@2%H`Jry8jtN!gI&sS0v*Y%#g-}$)LL|oIPzK4LtfV<_DyT{8$9LhUC6k_dYf`~2-zXvrg2F#ZP_Pd6OBZHs#AAe+v^ z=4y_;x*%o2?uCKs)g$LGE*FsH-{ zKbLKh8ULAsZ67yk82miAR1h^bq9b+d?*aqQe~kgv(?w7&t$b;7^i21h46gh11sK!w z6ybA&?{MpyM(Cz1vYA7$)bL?i%et~$rUE{tHf%S=v@9A)mVSK9LUKUs1>X^-k*Gzo z9Hau%qM%Nu8f;7K*F!yRK4a}4vO#!U!Xtl9UFyaer2^5LK9&-@Pgb;7%4^~OnLl}_ z@VC4@6+)@gJ2@eW_&Z?fwW%(GENclE0YOIN!}`f8%N1lN0!vZFj?Rtb$`=3Ga%t*K z7TEoFK``$Zrvry{ZiBRGfH3-;(jFCm)wb4L#e=(~VjbI9_AEuh)Gn=d#HDndvI?Pj zdmLfaK(SB7UN&h$SFbEaDr-15YN<5yTf)T2B}nbMXRcHKnJVSLv?E#TZERk9#$JE) z_{DQ~6AZnK09bOJI0Hc~jr`88_kLti4u8e_QE8US2+jo3KXndziG5o;S>)PKAkl_~ zs5+$jI8GA_y}|T~OYrmxt|xjI3Sk(}Lr*w|2b!9aB+d zrE`40&vuNQ^v@ii>%LSYie>$0#moyw;_e6&8H|rHkx_H2uWiw{3{UW!?j)GRIP_Qj zrcTj}4a9qu%x>g-oG9lM_+A} z*bt%PIzbR{tB_{A@4GZ==*#6J%IzBC5vOBzVr%bU!7-M2Jrs9*nZAMr`%g|hZ&erE zzJI21jidPWV#)00XH#)WzEbSpIv%LXxtO~h#>_5EvV$Z*CB+&Jv`eqW&i|T=uGS zfX+p^#vfBG4{IZ30PwH|aclol;K(AISbECh=U~l;kfoB0u$j;jp#=15jrI0w zDYEDXXG21(*C7Y5hu8*q^9)W#qwzMa+UQTs2PZKZ+Z0_FR<_muv!yhYo;hw}FT~c6 z=^z2*${$sO#@Es>c8$0+B)+O2H?INOTjV0LT(gkglmlL0EeA>mWe-mh|K1H5$L zmmVe?Oveb(0J~%!qwY*E9aUYy{@QxRr9K`~(G|J#pDj`VcqSiR)JPh!U~gADplpLW z?2=`d&;HzXXT-;fo^zbba0PE@bl4bAlJlj{=gZdvCO&1CMS)TjP_@-omCSpVjamEu zTK%E>GY#zDK~Mh&%WRH6++g?6t_o+ir@NwNn1!*%XD$UvT_i`qCOz>XP%q3%6n5BO zDiCDW=1n>WDcUB_qLikc_PN91=WZHg&j7z0 z0dLI9j5b+MRk=ha%9XaW26e0kgC|b<$B0%O{LVz=Ip$0V=(9*17Yy!^-K-I7Z@p`J z$s4$Zb^t^&k&f)n&}?J^6^7{zI>2OiSHRJ~j!(u|*6 zwUnV`TLMJ}D{5r)h_ND@j7dD$u*{wJ#>x^JZkYGR1-}t0-|@Z0CY>BQZXAFfrYRYk zpOIurhQ1v8Ll&ZQkbo}*)5ul5=EIf&D+i}mPLVl1cQ+DvyodN<`o44ETK&O`)?)b9 z+2zepx$^Kv2{0IJGFfLZ^1_;s@J2*uVNWkJKToqUMxFCrnKE3p_Fl=8eOa)cT-2Vy zHHK_Z$v~|l5!>&iJwkf{87bJF-QwP9daO_1ZsIRY*<2f%C zZA$yMtfK=$V)rn4aY~?a4vfC?|NUqU81(*|az(L!(qMso|DP=eKMAR|HZ1_-!M_1a zykGlNu`S!L%{(0Fs1J1+uebynEnk>A5Cprb*QA80Mv%#w4=}%=1pxVVlG+)` z;*?Nozq0Au?|}VvC!A&Un5=TucZ?sf4nucj@=YrR(Y<6EBjeFk8{Of1AfGK74c1L} z<==x5=m|mCa3&pA^{f9Z$H#f4&WMdC@T;SXB6HZhZVA=n_;|2J&r+8Q#-&k=OWrS? z&%|`Ie$;^8X8YQFGCb09m84%TY-)ZN)d@OjEFcXK(`e@Z7#!;K(tJBrd1Y=A_z+p+{b1vck zyWU+6;>CzjOJiJ6WcOS7n}$Jzk|mTFsvWQ-)xPY%vIbjlT=@pKD`pD%LDi{ruENP4 zO$q4{A2y{v32wb2*?ZP%%4E{2zrh=|*_ z%YbBX1_r8@VoaVxUvj)ht(S~QdKX9yO_XoYK#ZF;Snf5Tj-mIFYOL(X1vIuV`%}4S zd(AC%;o=%8@1EuEO{Q8cyujQoUPePBh7u+ zBY=rb!^%JQRQ=9GhEq7ehKLT)lWaJib`CAY70`bEDXAc?LlS@&EP*~bp6$F_@$!Q?tJ#L$e(O7Ll8UpVS4;^qPta}- zIozmD4L{=by73N}NGFIuHwi51mhCS8@tVM5t~5kqhZmVMe$;pHcTB_?=lKM_I89xO z&oC}?xorX8&qvnOT}V;i+H6#1maQQ+*FI_OKni}9y0sK^QTms8$uVA&}u)2dKdkwsYKK=Vi3-ZV zEeWOtw3cvhows z4CsJNDuNZ2HobVJ%y9A4>5!hZXNEnAac#`^+2Lw&4xO-juH}b&2yjVG3m7g-DnS8_ zWz?-xwqo634Y$GKj;V(-8wrs)aN@K;AsNm&Z@+YKu0BQu= zNdEUhBSsT$+{8}U!?q3sA&Nke)up?Tx~%kGe!;3D3CkPEH{3Wz%YOJMO#q?qz=)Xe zH$6F*`i|iNoBAZIAmhuAyngQ?w5h7XW=WaSL5Uhb$O{dZI z>CV0{zA2g@N4MXsefh*a#a#Ju1Pvs?|K5aqF|?A|d*UI>xb}J57qXH7qj0nI|M*~^ z&S?YSYz;e-1)||7B^uqYd~C{tn^ea2CzFnmpbG$nQgmcYUPp`h_XUy;Rkt~uz{6&T z&8*YGpr`?8_c8A(5HHYKC8w1YO-_d@2h&41n`JE3sz7$309|epw5_QwhiS+@B z5Zq+Y=RT>8DHU{L>Vl@#Zr=JApdx+;i^dw@oi^0%!TI;bvV?FGJY7qUbLXvXm0;lcW()c0uZCLZl<)%tBY(QNu zk%U?p7r3tH=hLmRi1-t@B0c8l zC7mg6u-A_As%vY4m!mdugX@%xPFT*xtPDv}P~OcFy?BYzov3*D_a2qgvVYObUW)c` z5%Wuk2CmJLfxqrHuyRmx03?+CEq^|7PZ5;ODiH3%R9yswv1+pa)~cAJ^U&q-s$(j1Y{eXugrgC1-JnwK zKp=8Vun>!(2hfrdAE%DV<+^7HgA*;fmx=I#;Q?XZ`~2K-ZQNw=W^ergjNa5X%e%8^ zdb`L^=mmTRlx0nwMzQ~8Blw8Pi_`xVjn>-~iLEv}!BNtxR$KI5 z&g~|a8?FUaHQlcsD^qpND2h^_&6U3?nD=O)haSuoHh-Pc%v%G=_dGT}1E(|k45Jsg#vj)-cdV1I$YW^oe zi1-KJSw>?XLjRW!y#n~lb;P)<666fM@W)v*hLYUEs$U(A5qJ+IZ}PQ&2R%LZg6md{_y2^3PB`Rddm1>!17IbfFrBVI02%*}duq>M$*QWB0 zCp#{BUg49QqVZTcJ5@^bpGyBtidP+7G6CAYjC)p;-Wu*E z%O^oQU^4YU<1i6BWmP+z!9krO@cCSMVi4sh6@)$vI8(O%niiru-s7@|_3i9p>6{Mh zqPj2y8F7bgc8Ami#9W6pdI}_Jz<7BWsEAC%f`TNUH4^#?Y)-4)w2wYY=9QY8H>a^s z98JRv<$j{m*GxWo*uMY#v|EG6c9kF}2N}LuR(%axD?6w>bHomtl3{6c*^=v5&7qYr zA_es6;Pph@5>Gp)nI-_l0!{RFJ4rV_qV5$v&tOvw^1t=-=ri#E5(Fj_Xb`2j&RUBa z*HxHP&;@3(R92o*9modW>El742^Jv7O+b&+xAW^iTf#syAA}t++r^yLSSohF4%OLA zS@;Khc=}Ca3AYEPxHeff5Wj!L(G{-^gAOjlQ#Gp~mmSnqFB@~-&lRk7W|qw5E++^t z3h&HdMNuveXV|MJU;sL*>&3Hp)%+C8kK*?nrMU*_qcrF?YF zAOb8}Y>L_i;Ezx$ovxPnVc1#}D(Ra9m$0JUrFACYo-1<)Y%sC=Q5751_Q0(*vHqpa zZbuw=U{MY6)dC0$mrt65iOtN+4keLL*dU6yfc^c{(d zIWP^JCdx^~xvPscKXy;_{g0)+>{>$%b8@|FS67Kuif%u}S%9)8vNR=H-GEpZv?gvF zcETRd3j&P;up|@)1Gf!3i2zo`!_5OZr`rdur+u3?o|nXPk(%!w`s8&YeskCvoN#MK z;)wKh`BIu?pGyK|ln@NY{8v5^M#J92b+ExR$i9u+21_u_Hu?-WWJz-dqbU=(lt~45 zLU~x?R$1N2iM1QTg>`)A9_L?IkT^+He-nQvo zqk&4BLKJv?{dzmWz zfUj@01n2}hYq*0k76!TvcZB73skeqV%zUu8hTcJUYcE4L5Hb683b=bCL7BpeVw+XR zbqW6)0L{@7zNqMQB-^*?W`0y8OTGJREe{r_-^N+qvmE#1%8>wM%#zJ1aI#m+<-{NU zoX_2lv`IbMWr(z@=Q8h^hM{s<9~4D56IQmiMyKC3CINRzqqS>X(V^!jH^pn+&pnWt$%&s9P5m(g2p@R3r25P3QBDz=Y{g?e#>Ilo=WCt~}5uv&`V{OsC_rBgkM7ErE^h zh@iuezy)Jyldh2xl#s>$YPROqv<$dxZ)Y6qdTd+8=byN<2tjf)!n>I>8u|Y}cS=#@ z{3vzN2YWF}JqD+5#Xvm@TNT28Bis@AINA@vc3G z8X%w|fdA{>oO%pu%1p%DLJ?!o0$Fk_PHWiXLC%vdtd<9 z;#yqS$TjbpnE5L)iKC>1!UJ-v^>kTkRZgjd$9|k&ijqN_*%Ouz#LdT6EHLRFLAj#y z1M(Z#^iu4|PSBabS@Q{t;G-&r703U=n;3BZ5u;;iXqE@t+YQ(_Y_lgMja;n9==(zs zHn_&Hyhj6LV|K*tWA6LZJiuTR13$`C0Et6`I0Ch6|VV8N@&mghc zVG#gbk(zBc2<=)rUsyws)gA#8%Kjs#V#9HLFj&$r3FoXM3oJIM@NUk$Dq@I^FETt;KT zEb9X^AcUwOWiD$PcGXthK1vfnvN_o^8l82}hAL;6>1d69WR?wfkPuaQ+kSEf4{s<^ zx!7JE46C&i7lg>IS_KdoxF22AIoEiH3xUmpIvnGD!OzkYnOey|S*r`sXJjf%tZ}?{ zGCVc!ua@c?<~h&rNZoJsFys4jh$`^0qa5S!4)bOj25*h^ie~rQ6ajh}MZ@)l18!3i1^4>jb8T{rwuP`VO z%eI*NN?x6g%zU*D%vl=V%~|PdDKTssG!H9$eljwy@^iX)-wA;NUTJLXU&E}06Q03nUIT{S2DcivIG!4Q7U@04{Sq%AJSI6~IPhpJ>jHZmif%oYZ>Fq0 z$eIsRQXO4-1?(g=t=NPU(VLAg0(cRAvSYbWYB#qwJ9#F6W0-YiM&BM`s4OolIGR~g zc*{7#YTOGUy;-g2)-M!z;i56=4k9}U2E$5O4G1og}ONeA)BDCrV_31@_gnm>n

3XBEw$5oz#=m^>Sdzm(dvn&EvXrWr!Wog@nLjs0Bygh8%4EfoCw!28FHv1c0k zUz6k2z{_4^w*KTm3$kLj6Q*-wciU2Bt#4^MpGVOZErPy#lMBjuvv?@P=-9{CidE)) z*((`cCtQ8!okqlS4I$PbqG<(?a7IJkWMJ1Ce;aHJ*zArgz^Po=Y{{7-=ZLI>E#CT^ zMiALij%@t^nwVdPKi)sb=!vU!Id-gVn3$LFY4=c%!V#QN^Qabm54xO|-2#LD_Ymca zc=uzTqg#!RgL-mTYpb9By%ghiyp5ApOq_w3E%N9;;~o_)z9{uE1c&cG;r~<@_}0Lm zsDqFP3Gv_Ir|N0~kZv#bP zxKCpPM(Ua}PfV=!%^?m8V3wGS+cuZ-UVxqpMw)jbTaZS~FG`ypW*g2Ezt42&+8>)a z9cg1<2d%ob20La(a7)2CbW{CJpedJdsx6p83aY z(tN~uY&i@5Lf%FJ!znPwFT@-dxFsVuwjT^PHQkzgr}>TKx>S1)Kx?%Ddk5>}?Fx9$ zCUAg9u*m;fPtX$nMi-S}-(ok2?&sh=uegd~cEJ7xc-gPn1Hk9;KsOx3w4W}EIG$ED z0oRMQKX}jNdxH!@tsv|z#b{ym=5HNAJ><6|UOWN4H64dI6`8$UJEcTatdk#|OEp84 zr)TzExmO{yo4!w)zNzN{0dpL{bfpv9c#QKfL@F z3|(P(8QmQ?s^;*ZkGE0-?Bg;5;eOlXskGB(X|q|J98Vgl_3+44jLXviv9&I0LawBy z^b5?%qTV{|IX`<+ICdKJ-dknWZ5~#%GI@~EH|BRjz@+;EUNPwT7aW@ZE)g3eTXECE zF!j2F01%%F?WE;wh5zL^XX)Yk@V(q|92*Jxh>t=Z3Vf#uIc; zbf4VA8N1v_1od>$%`=;_spCo9T8cms-gK94-P6JbkqufBNF@5KEzu#17@SFWePFsh zI@pn*`R@CMy7!|BkTVU)?r)G@=?$H&xfL}*8T8|oAvgx_SM8Yq&url5;p!d9s9n$Z zc@9x1?p-7m9vf>-xOdWZeo|AAF=;9G9bk(wr^BqlZAa_#dP(>(|d~cR6!`P5z2ce+|fuM{d*^ zdcqza<~LEpha?j(#fJ|g;&@=L0TXXA5B;Ix^|`{6_{QxW!dU-*%}~1RXe`+bFevyL znM77X4kyVu*lBBs||0(+CHRC!w-_`kOwfh?;T zMIIR5dyE&luP_HIzfGAAe5W8VX*?^QhUE& z8jYv~HdN*X8nKk7D~B>Y2aU(7j$aN`xyF^oMPzcHeG`E9;tHy|r7(nvz>^o2#h6`cqcDbF ziI^qTjSo9iO|vB`C?_U{y*vhf`#;4bxWOvm=`hciXg_HFE?%)IguobMeTJoPF7W4~ z09?G{ge@>|LG)_Ml&vK6S;^6X=U=W$GlPRgbw^-CUWDXGo^Znh#-3>Giq*`DbqJR~ zPXoRm&#L~ohlxUNREc`J&tW%a^gK^DH)c-B(hbm&y(_r7^7wst^FA)}>Y>N8zP^nx zMBhy{32cBFQX=1&25mWd_UGm$Q%}KV#;Zj=3bg!y+=0&T)&y^&XFRdFBwlu2Pmj$PEHyZt$ zQCR6CC{ml^mAS2aJd-yyG52{+S&5%VvTWkQdidv!^(?&szuopQl3k=bvF2$vfCh-8 zM||yqj1CWbwXi3R`hA=NL+u{9VXmw-^J(MheecV13KYwu1j7BE)^I-UQ3JDoum)(q zZ9!RPGl-`N50wj~l}NJ_U=mgBT<$)8r6BT<^mS8?F}MX|``mSS935us?VKt4S9s$oE--x=MOiP_wGIO1m()KbO@n~_Fk_&i9+ z-0aO(UFqwSmPLwYA0CRyw4CxQ(gHXFQfJV_FL^Q8q{Qx8;H%IM%KVw?J8LZ8=&DUO z)@JaiRF&~N_**C`G2SNwM$*Vl)JFXG%a7uufS0n&=@YGO*xG?X+)g%!WhKro$99|@_*n{F) zmVXnPW@IPxVc*k0b{~s}m3Kf^vtV+A+$Gc2$1{{NGvn!*ERSW0y&#bwcg6#(2cImd z{=3)~@9A;;dkKt=1=a9j4yfuHOzD!WAWDeGSWPq+M;rL=i)Kf|_BZnDO>*}iry}|1 zO?`FpqJE^=0r)oqmw+}#ht-0eVEfQNle~Jn{v`e%!!TxnbKb8~c2hPRSn-gjK`cb( z(WP6Ot7@O;QhKCqPq6K6&mGaZ6Y^6OZHjk&jWSZe(dL2gq_G8{f5}|RS4PL-nZ~>l zi=uw)kSDOqu1lHn>6k}ET26_q266x>q5)W$76GO%%-iU@_sTObHY|o4%E(xXrEm&4 zrVTHFQ8S>t#*&Hf;*x`Q@!m|J6xNfU?0W%BvsjsVYCG5nfARq_VUpHcf;j4RN#zWj zle-MpEk1hL4G?j_(qXu8im@~GbXrKh25TZA6TQcvW*9SF{Zat{9dQwBkXm5k#4$Lv826*062q-V{@ndv`;m^A-1|3{Iv@$kBnk>TgZC ztHli7m(F7SgY(UKs6Q;=p{u3OYqdNml!?5#%J7Oie@%ctB!ZR0>|!9uDHIe11--{?Y&Nl3WN5N2))u)_k)hy%DM3=*iE-J`HY~!XZ}M+S|rONM@l#NdU3LnR)?{Qrr}k5TPs#B z*i|}VIE>SiCAW0sTQde;q~W9q7%m?cRIb2-Z&GmbA~c;?1N0f67k&*Nyh~~7oNlkQ zJX1+Dl=&HdvwLT{&}(b@z~CFaQs6!v**Rg8)Y|DlW|(#4+vF6>3=*K(@!MqP4|llW zom<2nD~Bm>UcA+ZGEFs@Bp=*vA-6wT^1JFa@C8yw+7fnL?34MJkVl<5+E>HiKbOKF zMTrS-~t}(H5B{eWgx6gW<;*Xlq9#SCI=R3CiX2EizKVVW3q@}g!oT@)gl`pG3`;` zWt7Rjv)|b zXt!hF4(S|~QQ+j(KSbaVR`^ZPj9xY4V6<4=nIllcDIHp_7!AUCn`g z?gi$v@3(H$Aw!y54O?$bwzS-+g%x8NW9zYAtzapN)zh!(1XE77TXgW9zq9Tfeh)0z z4Kd*gkShfP{m9R?q1QJNCI_~}V-r1)HmUH5K>Ox67+JO+Q#4k$sRz|@N^Q~J&8^&W zEQr#NUoga%{HPpVq~r7?K$ckkP<39zF+Qkvimc2zG&8QN~_#*>_z~Tn!nhF8CP1srbDe@25d!03@D;3J%ZQ2@RoY`uy;wM6a-$Y-@XuTd2pxE3A+-DHxC zc?f&Rhw>5-&Ju!2G$o>JIO7bkz4Zhh#2w1mT|P z<2*L+2FSiVOLz0xf-t?ti*^ z|Bt0n>a?G#xm~RlrB_#P zW1h~u zIt~JozR6h_-<6j|lMBO`LnpjO0LFIMr>~wlkq1undR~Xz>+;G8FT4G}PViNB|5>s9 zLWk^DF7Z1Dkw0NsG?>=;?wwacP`Z$90F}oVnb%NE5}*#9o`e}$&8?ZfC_Q|m@+}@P zW^>?eXQz=@SFzq1E>~89G7cju^*B*sSzhvD4#!Q61u9_;{Ea7hE1OdtKC8K$O`D%B z<8ZQQ0-2q+2xO|7S4jmodQNznhF5BIIQT=g_GXTnd2EEp%|3eK;3O(e0^yWc;0qCE zI2Z-ilgCn3**ri4-bCxN60coadB4`x&MZEn)`N)0Ztg`r_=B~DoG?DoLx+5Wyq4}- z8%vJH0&> {tu%NbPMUK(zmvhS!A5)D8F*$PnYbCZF0q)jJs=i58jf~KlUwq`Pz&Hk;`Y< z9L<%vZDUeKf-+|1J1iI6FvyZ7o?SS4v~(+B{xE_t;3Mt|{Usk%cr96Wj@z?xW8pB6?;y zZ_5PxvVxCkb^SQeLnZ$ADG!Sp?@@5N6f2{h?~jyV zSlifMj_ECeoLmEBiJ(9M%|KLMB^{_@G;gtD{-uJXhZh#j7Ljx<|7IHnE-D`)9*?aK z|3&CUKek+BQXQHs!pXrkNGQ`$I+zX;`j8gwDua7VEgs#S}+!SBEHVr($GKT zDx;fKK>YJhN&9?P6cDbrKj^MMa^+bpZm@<<CF@P>Ju2n?VlZ2?n|Hte2y0)b#X zXN>@UwE5VWfV?1M^~cIVP`%3YdvY@Ku&9R)Yy(~KRL{Dv!3&| zdR5-AwQ>9y7dI34)@%V@E^I_pv>0PIefg>8uiO6^2L4Gu-q!kCfqycJ-H z&jbtzF<#{rG)4LJnCW4oz364>9tGYFq^M5>*!xEZJt7|TS{2du&Vg*qa0^;*q!4V3Ee!M(avG)+$0QH!h3MHF8I#)<&4~BisM|O_ zU&OiUL|2NFV{x-PD=9dcaK!_gM>Bug%KP+YG883i4ORKb;A{6c&m6i0wox7x)?P>D zP3f`E4(p^n|I*KMuGBCME-hrh4?_M-diBu9Ji4@{=jJ7La6(c&VCj%z@Fpq`qQfx$ z_t8aQQo#!Y5HEY(5P9L1j%4WC!fBu}-ZEZkjDWk6t`Cgf` zOIDLFZ=HW5^9~6JU}v8ynK-y_WfB_qR?5W-P2#$;saw};387z4AjYIpug*X92~AJe z33;2y(_Ffc>N|9FEzQTv7Z<%e5H+M2w9B0q#A8u17ND|GpDwcggDZm=YFl}QI@1z# z;?-P!{MY9ZJH(Ta(HWXz-GT_%6UkkW`~7Js328OsoP*M?pUB=1mC(YsZmaT+ryonWu)1;JZF@0K~OLFxi56+(H{KmK^gJrkP@5na{?n^S3iRb|53A8 z0MHT8&i~<+{P4%6b0inu61vUF+1n>1&0Ezv5rF|zhX+!Of_yj19r=xpdyW^x36}zQ zCkb0AEu*M>j2qYO4*odjzvtzdd!#|xA>Pn^JGX|k^sc>}hZh_@(ZbdcIly~gAzVOc zE!M1z)t%g5fuL8z*yBO1UienJ7PEEAs!QnePkLc{>1+8}9#%Nh^?f(pJnSu|SN*?x zTV9|*$6TTWsVn~yWNcNH>B}DaQ3ItWD)Ucc%p{F@tE3QU90ZxM9v;UI8G-c`mwW?g zN06Pi6147h@7rS=?q={HS#7;L`P>#B(wN*ve(r0fw(Vx_(xseiTMYXPNe7j6{5zuSTmEP@@<6Y%*Uk$}^QVu9{mv@+9mVPQ=;_PEU zcCp*bjy*LvMLAnvPe8nwxX=k~9c5Y=pKD%CDc$YzLFRJAZBq8N5Np%nP2c4`SSR9e z@Z%j{0oWl~0yy@$quXP@6|+}7zws))&u@c9iqx;4EQ^cwYj+X?b{$E}mPFn^gv-vf zpSKIr770Kqo2k_BZXE%+&d2P)75(~Z)hhh&VLWS7S3MLd53Fa90G+@Bn4$tXo=MDX zO9H;vRd<}teQH6~dnbb+d!7}uVuxH@XA0UDlC!9MFR*7|X7#Gwrj7}JA6w#;?kd4$ zf8x`}t_SNh0HFEHKzb$M9Mhv7hFvQRI#JHse#@h)XKcB1`GNOj)G`1SJqfQ6eDk$) zN48DQN8%0(wIP^9JVyYo4y=gpbCb2{X#bs}L8kiW^;vqYwEE=%1*MI6{USmB5g~NJ z_72pC1{Ni=VI~Euc%5E=HXQpW#a8NVPFx(PuK@N%I&ag`mJ#w2EpC1Vhj{|-j|QU@ zsQnCxf6U)e{9mami%c(60kt zQY-54T{!^PGP`h>yTEdP5SIVmmjQlSZ&ZOKynY zU-*L*zZWIjdl%&V02n|Sp#HSSX(?c8!^1}?j>~2bm)g#deTsZr7h*S3!&6Nd`dPz7 z50=Oi%#9qsMj1)8H*ZWPSZ3S-0SGdv9#aV%jKV>ykd3o}s>!#(^TNW8TGFU~?xAgR zC9xmy2Q_p0@n5Hv2WyB9+#A=++Xrs1ZrwEJYb7>%;4@ID^ni(fmmo;gZ$4MyHbHc_hTL@WfuBrJ5|Gnzkq!tlL9DYW2FPo) ze2Z7GS6(gZ&Wb=^0s<}oZ?evE4OVOHB1rd=(-1T057TGdb)k-@?~%R_VnR2J_p_+O z!fNjkyrW!KQptJ>ySU;yhR{)u0y_kbBD)0bQ5>#;d3%)ShwaCHGjtv(h?U*~nQ({y_}RxqSaX3Cv~& z8Y2aIxv47Kq__84N)LpFN)yl%II$kYP=evJ`PE_(tRDKH7;sEme7r>krV6GDV!)}> z$`U7cf8K~g775JOi=KybG(V{DZPJ>%kK=#4Be{N=>n8lZ8<4*MvFajXJZ^b5=fU&H{ru)taR7vU5+5DpH)gpcs!OSkHf!TFPu zi1{44IVVn9wj3R~?&!vDByR;F8BD94UlrQhqB8d(4keZCKX>Gsrg-$cj-2*+X%%7t z>p$TiN4ui;bCs?41S?kNPm%u_%~WHiKX;$w!V!>#?SP+_~=vy;p6tD=REWQSBtlR8hAoiC%-o(5hc04mnL}1b<3WNz{|t zs$Q<4zSm(9VK%!NSc+*~&1&tnDDRONXt);o&iQ0Pm){oR@i&kh)`RcodiNR%j`%f` zwJ0R`mRur4z$|pjIz#e3@u+%hC+|!5V~;SSROo`djh&0~ULm*J5WyPBC27Cf&tGH{ zd*_HnRYVA2cuBUCW5&sC0_!HwDv;(fCk<6QO*g(CpvD4Mx1yN}+E2M(jwVrB+UY|s zK#B6jysGh-`pT@Z747bz{N3ovu>eca@s zY{j>agL67Xw47dRrT}6#7JBsVeIA9aWK;W zfvQPmb}+Dn(3iRMTRPo|ykHJhO2f%@R_iVjX3=lci+{$Uc{b-xdp&k{a`K_RGtfaC zG5{iyTV`t&4K1lLIc3y!^2>A4d+V6~5U<+qcZHS!l8A}P4FU&oT;2g#7v~PuWyLv{ z^K51s!6LU*^&6K2Y^Aj%s1zi!xg2Vsa1X5PH2*N7P=Ef%-{|duL*oIvsP2LC4?>Qc z`LKO#Ts6uQJn&5&33~-iRaDa1Wj4?^fR>gJQt{L1gzbp4u{(NKcEaWi(h3$U*UbSy z`iyjTC|(|OV-lvo_Pz2kegK^qSq2|2IS^3=2_wO@?oHB-dlb9-=pcTs%|HhsOd!v9 z_<7vg@&2sseUv@3_5k`wR!WU0=-gzv;oS^6w9!-)$|~qbdZ3>V^%%hYRY%sTfGzE- znhN7@;)n1Csq-Daw+K7PR`Q}mGNT`OPBIjX2osb0>aF77&av3$ygXtB3I$?!@y4&{ zVUbtFQ1~vV&BxuY1?J=Q)HpLh0+t#$YB#eWT${JENw;|QG4roMw%jleB1P*e4&OSE zyfds97$BF7(15rXAIQp`dOmug37GO|lm_`bgQ%O0m7?-fG`!VN{G`^r3*v3D(OWyq3NJC(&w8+Xqi zT;ILs1HtW4O9b`MTOu7$tqYk1D!cXDfN-gBJD>1D5G_!D!q5 zH8?hDQ2t)?m&8*eyzRzc2Z`q^IBQTELE%YWk$6L4c6jh!fS(>|Md#2d!FSqje7~ll zxsT7bc9-rFxM>RuVHk4mz6NbsqJFF%5qeNO2fb=L6*s+N16->?1^cD?gMi|2>cU+q zVrIMpgRKqCny@Yc9zEOIPX8^mIlhlp69I4FEa}(l&;m;sWOu&!857cGVL}osYxwF%5opJ+zA+}d~ zS-Ze7Dfm{<0t8hDR|q^W&-oy*VG0^Jdf|i2r5^KerhIYKhKUhYqeHy7p4-6O&?!23 zbim<0Sn`;K2t%lBId6wyyk}7UF%drTgPO2e8(gGmSKNTKkfm4sJ?CR--Br7Kor3Xd%l5qDgpC^`bCFkwM|BnD z##2L3`I+z{_>C0LZ!*Vxk*j}#f!sU*3f8n}`Sskcd`+J3fOA(ypurcPss8ep7_Keo35pq_0q@|LLd;WMa7STj}Y_*& zXXnt&4I+z!$g<$yiRY*G%NN%XqJJ=R0~>W-IA<6+Wf|bnO4dsAePY>J;MDT_l^Vi+ z!--ppflkWUB7SS{UI`-9SI&(|T=6k(0E(QN|}^} z8GV}BTB924>7oNOok{M^7(-&3*n^IZ!+}J5l^eJhlH23Y<^(RkQ12HN9!xw7teT;> zFbPvzei0SJcO<=56kIA@mIRLW1H6A6ID_f^ceGWPL(R5SUW0mHd84l2T;%a+D1vaK z#BB;v01(7T>HoiY5rGbE9A#l(cFQG)vn(E)Rs8~X<-MbK(=LElitoF!cS+VWMtB0` zHA0SgO^+FB;@5+>%kX6*X-|+c>fq1M9&t_!(cm=`WI} zbXNYQd0*-m&=%R(^{9q;b=qCVaFCheZsdCqYj@GeS?95GC$BT6N1jR_e^b7BV{LxV zXGPSN-zFk5Qb@}|K3MQNDCT{l14B4zN`E=)-H3S6;Hm!wDV=crL~444(7`SkhE_A(Pg6_%@`lXptjBPZEyYO4w4) zoklmwcMul%7K`B_>sO!>%;}gevybopKDr%Ny4t;)uT^3yOf(__Qx-LMS{BiR;atjV z^p+QL{N=iN@aVRRved1j3iWizCr#`XMEBrJJ`h1mms#gBB{$D#AE!N-Rz-sNnd-U+ zRKEixbnf!!fc+E$1;hi0=gVreJO$&D^p}mL_38-wvP7aZoWFb6dHeHb)=%BV?EF8DaWDAbHK^KDax?qGr3_DxO)e3&ScU;Ze1!G zqGMxnc#xbF@^+%AD~j2u1x$z&kfX03erv6CD6S3nz#%8#PR` zrIMNas!;j8_UZS*emRG5*ET1oSO=q%Q+^xNv-5u$@*t;s#rx?>r|JTxZe_zq!RT>p zco9|!&G%!OL=b%IM3e$JTH8+5k!&T=&&aQrS# zJ(Ww?t86K6E`~vp^_LpFRn(_Ad(4yQ-??l~QItUa>9g&`<5#D~)mQkl#~cBYV<^k zP+OD;+6#5-itR_bvjD%^QrC7K{3WiCnvS>3thI^wP0CNMZ=jP? zbYZHnyzO%{TT>?TR*;>5zjQ2PX{Cp{-?m@kjBWt!UD=2WsIx!gjmf+a$~%~qLG&S| zQyP9@>18!aV^G8;gQ^F7OqZN28lsIr67&2xDei!s5z!ijGs6} z>saV^%Dm7Wr?n#s0!76ze)}?`R4YnPQSN{Ii+n5Idct=9`8Ys&8E5oKVf;5IgvbLw zW*mvB&``J)2O)x%YE!}6;NAY%!_dZf_Ft263P_8-3}xO8I>gx|VW|0=P4n3T8igH2 z{uVGWz()nB=XKrz@zcu>it|XI!Z`tue~GTQ?o4=WWH7*i&fI%}7*Ug1z-S)NF(M!} zhcg?1=C(jZ9V`W-+n z>wf5%9{#pf%I(jE_>%vWHQc%s{EcaLXL7HDLCF4F{QXMOYJoYemt+1!bnWZ+K($J3 zoT2y}XhQcLxEJk~^m<99`asAT#W-Q<+mD-X*=1^S%Z6gc@OwnaDR8T&kqy>O{p@*n zqx2#)lJ)41SHw^1m%c6C?TnZT>Aai@-7%pEwD*nhIpfcz?%YX=fyU_BMxmB`hxgv} zH}80x6jY!kyqf73uKk_{L)b34f$c~$2_DowmpIsV0X%$hReGo{ln-q#3rGXXole684rIt-Q0NEP-m<9Q@{^C*xkinNC`H z9!-H_*7Bn>NmHulK9*OofVz?OT@HBye}J!^wQk=G*?4~GA;>}gZ)bo-&bM z&y@U*a-XU(oW*>w9>mSaD`W$5{$Wh5+B*mH#&(kuNT{0(%Akw&&4m~Bl{bpk`J2GH z31rBMS-t0<>WV8=QufrrM|ce{5_sdMGP}0K5Nvm%tut_U4tpV8$P;FJ@J`5T38PdJ zeIRLeq=>t{%=SdCW#NfDO8fVt*9d?eY|kKM*w9`?7YHb)A{qQSaR@^S!lxC0LWF_X z?u>}%{ky)I;?HWK?oi|&rnp*2S%ox3L1G%33)aDU4!J?}qPHe06+N{)CxVsnKs#85 z)W`2pPJ{|u!jiIg-2p=84WB>Fj z8TInoGjGeacG2C-5y79mnr%e%e*2q1i?e7OFwCr5bv8zYOz+-#WWzLV-py~o3j2=U z3l{M0Q5}Xub5u^NqCQ#!!8|deTJU-WAKVt1Ua3{ePp7=Ir`if6-h1nv09eP;(r4RC-;=p=w$R$o;FqNzMiMA5u%4cFrlpq_hgk`(JXRx z{dW%hpauDsiby{#jBN}qiG_VX&V_|3pk|c;46MnMWrE-IcN!FVgK+(oj=iPJ!W1kR z-0I>Jd(YQ|&uv^5;@w{WKTha4Yd{wZMbHU)2!w>?XJEpD_DFAo*p3u|F(lIe3+2@= z+uLIKmBpJ_&R2372qz}L`HiLjRBhCWQD5qjD%AX%WTMW*JIY4=^`HDwCOPI_!7AFH+m5C#j9bpGMs(BKfhy#%4f$ zlL7k?oiYj_BUy1y7)EMrIOb+dGbev^0fc6-mGTU{8mkXmzg1tJWbn9sncwaw*PjS@ zL3eT(hvI27wF2b7#u2l%U!lY9)H(>O=}{_rdA2%1=#r^ZK%d3ZrQej2vvruZi zAff6t<1(k8Tb@G#9~lpY1U`hstp?xtA}jefO@OHK2nQvXug*|`9%#sjiyS=2%C{b1uqqKjv}{s1+_t@ zwpd1909^mZ#umtOGUI?!swJm+xXxhZgk+a`SN0<_nJ*c_RTm^ zkpK_unGDk8Mf1En7{_^S?E|rz&^ynbd(NG!G20cZfdPpwka+shxI=N(Y-?uQ6|`lx zPyVn6h+|Cw?JNXTqj*q(zoDmp@tnK|u50WJgFcO`uJq!GVQ-|%pqMyM1Neh48JF_V z`ho7P_WZkk^)PDqrD#Ofddb^MYh&l}XUZI#?r_(=<}wHwJ=YiNj(ow57;=sxZ=R<< zWtA}QP6P*8zX0C0K7tmY3TE{{?`Mwv`o3fOz}HoLx0LEh{?ggn$f8O7O&B?8v}8E# z65q)avzb<8l1)UCh&p_y)kEvn+_^qf7H~&wkS|%UC7QoFs6MpPIpMlQxe?33c)v<2 z%%9uZ%11XtfM=1muLf|2SV;TE#T?RV`j6>ku9gC=4SyLi=$mDFz}qL&aWr>zk$YN_ zo`#d3AFFB-+L4sSC@AQy_AHMAKQX>^64K6lWOtMim2?FQT?TCL?DaP|gErE2e%0jj z##2jJjRMjrX5jpQ{iq#a3Gq{oBusXVG`+xiDhJW0`{|q9`WOs(7a-M(ye`+@J38FB z;jV^o6o5FyB125-oczrf&rA+M$C1jM#8aFYz|a%q9$%-k5FpVM5E9BiO8Sl%R?uac zJa0v9Bm$nNz#k+|0Frz)NYvb+EAq(!95!rl2!iQ5(2=a3O;ASC6`8ZZq8IeZW3|Mp z%LbbngD`9rO&rvoOm8m9zt=v=fzGc4ar?|JQaW9?ds?K!sQrS~8-`dfX}fZEPbtTR zHpE)9=Kq&|ok3sF9E2_92KnMEDb+HZFOx-nbNXJ|$rA+olc(>6j^MY*nYZ6Iix{qL zQUr6#aLmWFTni5?5#~@IzG4iat@0Y34|q6v=DRo40JBs6 zS^I_-%%YhfuEKDHoW^fw6{Q#u^ysO9yKQcUL#ba+!x7;QVx~oHlI{p!rvu)FV6$Ou zS|3vY(!ujh0v+VSw959;nJ&R=Ly+xO(r~({pY;8$UohQH_#Guvd$EHIp%G9;Ko-0N zxj1^&(G%$e)wDB_sUYKO#0?d{SXYV3D#y2jHNOWmvJ(Nq{g5h`Ov0BLhZ3@uek|ch z$}6$PBgoqj$LNi^K#?H zc)cu|076Oh2$X^x53;Ug-28IHO+*M?k;53{Wr%<+r0ojGDP zZEuuludi-7YWLvLO&K*vl;V7VjvE&uKSEX&kPqb!xsQ(d?IwLEOGO5Yos*g&MQ1pM zBcqP;x#{?w2s9XBfnC~e0rESHn5s!Z?XXXyC8j;Rm;pl=SRYdN;A2&`rKq|4XwpK( z4x|e&22WcQ36f%l&G;#34CA#t?vmS*c(I^zB9(HMGnAw=j+INTM=R~+tBgG< zBlG0_ljiNL{FP34NE=4sS@dU}2<%I;k!fgXFlLD(Ko&n*ehZ$Rwt*5bL*T18H;q>~ zXD*~JM5DHt#4#~ox0Dh#x`Lr<%^xF>B?oOnnykGO0*=ayR6%~`Xa1K@2l)@a)asNz{ato3 zVLvDHy>bkKjsD+9e5`^jMQaj7nK^rqiXY6g%F=%w@t*J;R8Diw6`jh(yL;h_`p5a5 zqF1`u$(O~G^PfC^Iks4w5^`k_3>J8^J(&wnk8JHCBzU-ra-hKPOoM)=D^9B8P ziCt0OwJv)e-6N}W-AVe8qlNwm))lB2q_%|T=xOJ8-^f$H&q&Yp6)cq6k)QoWj!Wh3 zO#RyLR_lh2t=m%pI9K!^xfkzYKY0507sLJ56b+d&kv?$rR2z2JQ&Xk)I70{)aIGQ{ z5vl8W0{+RF+PWk4kCKqH=L-6BcaTNT`Gn|5`SbcZQJsS!cme6r&`1_|K_pzh1irRl z|DU0%zRRL&P4FSFtigYCi)WDge&O2aiZNgVQ}U&;hqjJtOw{>LM__JB`h_hVqA2|^ zSOqOMI@SS!%~y+c?@t`iUicmFma7;hp01R^8Ax<}F$@Q{K&|+_L8kMXmnb<(;<2U5 z=`+oFWVV|H;J2pi5yclNAQFCOAD8~-_M(k)i-%7?A~CGlXe*A!9#cRID>+j9w*~G! z3J=E@(l8ynhPh;9h!mrA!O1hOrOp+qJ+iMG9oD!afI7DJ*MO$_V}poRF-L99ZAoR< zO#J3#t-lMbVcJ*R3|=(NhGwzv%Vp1HXWy6(MRV|~#mi9`@fABPw!x93T@S5}K}=Y@ngrXX&g`T6GKb!45=@T+`8TIR z+JHKV16R~8Gw>% z*rOFe1Q24IsX#&MqNe?0o5KfTY!*>-xM4pauD0-Euh_$B*?#<*jRC zVlV?0JI@vESBmJ?N&0eBT^>%j=}5wfLH0bkkcPoZ6~umdM{8T`w0DI@cd@bI+#PQz zj)xbR!|>)C=G6?#M{YFtS+$R<&KLMm&)oM*m)zr+K-2fGpm1zkfm3c>5+qBHgkD59qbLFK3k$C|U6t=vjNah7h5J?Tn z3wSF)x$O7y_jhS@IOn`ym*?~G9QCs}*2{}$8m4vB2}HZAY2xwO9>IEIEtJ5^iKt%E zW{*=i-2Cv_9FJChEPS{zd@bXh`~x;%!lU*@#sU4F&L5!c6-!91un-t*g54JvNzrlD z;`j+CGzHq^C6wq#?c#y+F_BR@K%`rS;+TQ4N#dM-K4)uo3J0z?4;-!k2P;lZPqF^TIfh=cxcn*E)i!oJ^jezK>&gf}9MIJNK@ zzTmLAW>ltw1+NL>>w9;9AepT9KkgMe^!M?BCf~wJFs6tpz-SF&&i^%`t55`&BZ5Etn&H)X*Y)E_Vs%l zUMtwvj$cZ?=BTIcfXgRK)%9@qh`4tQWu!|R9NO5PvNpo4`E9uI1g7ig;U(wNuy#G` zYiM_%{wgGm!SGSxeThB-6ABer=uH|8~_Q`&6)!>WIFPZ zBa5@6YCFWbU$`QW!Aj(SIJM#O#}O(?AnK``~uHKrl$c7=8ZEc;l0b12C;$NwoR zoY8Ar`#2Lykc8?0-S4^v#`UgkmW<6CsmZ0&9EtH$_I*yvl=s*ZWlOgm@~BZ6d=^&2 ztg$-rHHGF8j9jmi(#w(^1VI^I5L3^j2JN0QXLGw>v`%eV@x7T=2gI&>8$D_zNf@{c zMkOvO^%<3d1=+|L;vSwIQ&_CXU0qi)B3KtIUQLM}4WD47;^OgwB_aTAOMP`R2f+1d zznbPRJSbwaPmoooevS@4$GpLf2FL|hC55Sp5fq0Co_Jkl>-~+5@n^<6N3%X!*5=@(gjQj6@VFBkvAH}**pnALoW69w2;%5}0C zGYvT%#0zZU@8Wn?Pwii@@00{nOq7b~a~ye{HlWmP@62@@5%XmT%q!ZQTt!gZ!(1jA z%g~g??~DuBLFuyOul6IL5qfgT^xrj?f&Fbf4hMzadG70Jew=(tT~9Aq54q8$zIEvV zLods3bu~Z5f$0i>F|tDJTxOkDUz!zZvu{sR*7?6e1+8eM1sGOcP{;cuJG#aF>J(<%Cq_BC!N1jd{G|JKh_$KzAcF~&f<5$kZQvPr{$GOK1|$bDQ|y|TO_4|9_fe> zJLTH#NC(9^mg^Nb^tIyyx|}JmK22M5DCk2bSra2za`^V%N3op=th@`5Q_Ms0UKjE# ziaRVfeju!oh1o=0y39h_*boOopTkJo*bE+t3RB+hZv6fPut;`mt5g#pIfNlhLEMUwzcd-OsB2sd2`e6CD=Mui;Ppt18 zWEE4%*h)~>xOvN=i8n>t+gKHaP8|i_Kl{9&~eTvW09)5*#=aypcM~HkJ|5 zH6rCgjR#+G__uM(XJSFo7us+yxpl;Ruy{}FW?5YeDVeIb5!%M%vnh6W>?~|-vz;9s zl?0GXXbP#F#E(BJ?@TPdddvxgbD5;C z;&ZoSAM7x;FKS{EY?68etC?@>;80H_$y_?jPqiKKtDNpLJ7B2!ab>cNyY(euCyavq z2j4E4pyEQi7zt20%Rq2AZSI{h3&hoY6C?u44+P!9aQ{5{?7U~|;IY0m$L_0(Fvm)O z(BXvP#!D$&+PNLH86WjQ3r(KSj$R6{Z7CTm;f>HsfnOc5pne*>IFQRurgu85H$0H( zj)**2NFEodgI-mFd%ZFDbfsAD^xsvm+wgM7!LQjm94VX4Fb-obZY}kSmrS@R5W& zwEf{cqECZ`a{Q(kyBaiYg0*l|;Q;s5T~%F-yO10Zv**Eg6UZ2}N=g5-_!+UubHvwg zsxCK{`|ZN+swze;84oYWN60)BUre(!{s!wz#*F#KoXg4!nJ)s+f3!@QdN*}j_-$9< zsgVB6B^cJVpk7BeUY#Uuh*=Sif@Rxoc;v%p$bZ)q-x@*s5;WXsILuLO+>2q2dF(5s z4XlWK?|zERBZ(z&U0YcOu~wXCcx%hGdSB~2X?^uxl8$(%*$hPQwa` zTmL3{$sk;A&fVRZc88BP57dkC@7<6M&M4DG+dP&oAmnPhXj(FiLu4l)2`!8dew~&9 zIP*s{{Zog2v&E_9xf-e_BwYg`0oWGriFo=euU$#`+qg){6c?krBnVG@W(dWBSzoq95ZUXr#bNFv;d6wPCd+#PMh0dp| zh-y@Rvy1HgCD%kSvG)ObqrJZs0s={TR>ySdp(}e18_My<7c`P%-wsxfB+*sMlVi(g zyDHJIE?pJ3mL9h7f9rpU)gx1qCK(@Y-kkGre=@@0mWmRG(IF*~Ps4k8v+!KvlMxFp zR-ncke0}BHT|YTKS^6-!+kB#BkHL$UsJm?yH*XqS?k; ztbm2Hfp`x{61^`9xVm*eg%h~-0emHiu~OlTcOx%*cR$x!8-LmS?d9PO*!~U%w}1Ow z2?)UfrBB&^Me$fwSp33y#_tcqr|g&K`aK+yA2nsA;kJ6kSwntqUIiX%&DKTu?k~m@ z1-fW$qEC}HswAB&KI&6feEBnNZ6TaDI*A5NFzH!a)pqKB#ruH%h8 zD%gT^*J+gt$wZ%tR_``;)WoPZv5gz&cStF@>MDw{Fi0hZxX!;jPuB=GziZq#m|?lF z{b1d6@xW+TWQt%@C#9Cd6Tu$gX!;AwFKJw_OT*hg|EuLTzso%A8s^f;u)@3BLWN95 zNA4fJoC_glFLLMXMdSoo3(rma8@iyw{MnelIn@@o9ZryFcHd2-ozTOqE+$2km$VXH zUp;CkEE^@I95i8pw=NZIGxWOO(_~57pJGF{xroZ>Nfr|)O4I3&n1$3BifA!rMQ~RH zm3c$AVQ!qDX4zdPhG~DJVU3oo`lpP+TF6Pri>x1|a0G}B}+;S1)7{VXYggDERF^KhutE~%sH7oxMq zw>hT%RAWe{6eO86 z52m=6YEGBdnPBdziu_K~|FPS+c42KBAB|ZzW*ufH91^?@|M_joRfvYFzt zP^>0RM$1+GoOJnPkHF1M_O%Uuiy)707_wVDLBk|N%230pH^uvgiB`kB@vYjd@iKqO zg@l#g?W{9NM*X>1qNX_W0{X@ws^CQ z*5Wke*K>L+?%sLJ--#jB@6;(IwIcUoyj$LO>DcwFO}Az9cB}0)svNUcN%4K`_AE8Y zgCxB2VQ-JeXxD3QUn{#V2}4l7cjt*$Nu45X&Y!FdecD9ewqab%N?}KxY~?K&PWizp z>zhIgsW#weSusgjdpps*`c!mu0sb$;n|ER^=KDa@E}!|x=f{@=BgE!nU4xB- zejV+Ej3d!-v0a12xh8*|K(Ipz0CO(5j~~?5Kc_K5isy*DjvxJg&7U29kr zmL(Y#e#lK>PjB`3O{LwhWv{np@!?Kf=GDCzj<6P0Mvo3)!kkF5PCBQ0K~R_Xu<@r} z3LjiJKyjh>?WGIk%8ubbsJq$)R<`AB&8s%vrDYfIl+#{hcWQ6N=J-b#2L+~x+$hJ) zoxQBt{?n@Bh08kYX4ZhFudr9zCXdZkAws;xAnc>h9 z8t!q?PcJ2=Cm=;hq~9JlrjArRB$2>)v?Zi+BMS={C}{u3kqsw1uA z!_XK;hfbhfag%MlPOuD-PP=}|^4gv0o>kX0GMSg&zxA5`61ssU*wMwh4$^{EbR$YW zRAv22+~_5$+g@$+Y2X>%o|2@{Df)X|vgO-L!`-VSVyFOc6wxSqoWA$+3qT7;YW-n2yxv2>B~kI{6suTOBH4u_6$ED*tt#?{}>PJnZMy}cbmFX zHyNxgf);1~Cy7Nk%PW4M?NRN60Eo9=X4%iJyxlI=`s&W!>}ErUI)`da%I?a?7@u)X z`p=j8Cuk=YE%${aI?{M$P<1!(pcDQ@&sa(u@Lg!yPYv25jmieV_fnd;`Wx*}t^w7e zcwEvOBqGKvVNNytr+;OaefirUCp-qIILPMU_ql(C`zfT>y#mO{^EMR5qf43$wKO?3 z7Fb9B{c)v0y><|p?16}9ou?P9gZ5QZ`gBga*X=fUWZ~nsl>aM`H#X!?6&q?Su%KsS z($5$&l#zdFNmLAxH-)+b-PEeoVuJdHC+2i`&leeA9$Jc(ZYZUd!o^s{>vxq<6_@

qEFG@@6-T&-2M&4i)dAGuoH+QBK@=Y7`44*UFbZo)%T={YtsWoDG>9fk>JpM*d zIt2E|`}Q+vUdt8=20L?gJAGmVE^$zd4UZhxKmm@7;rx6zHB7(eaC zi14^^uUsO}P3)|NPM=#5y39k0lt>+ZfK|30&tm4l0x6FiM~Y88Cg8~FWqgz!_GV+d zOVo$sS98UloY$lqb=+MtG^n}<{`qstEdZxmE{x2*UOqhuKJIADIH82AkilDr$ffM7Nk8572Pg8A6AoSG6q)7|N?kD% z1Trp7ykgOID5CYX=h36aq5RLnkNdFl50sQdE~5zZ%2AM(WzV^a-|yd~&<5rGjW|VY zX_5Ao&rXmdhFo%vqVreYBH1l5yK$nJYS0qlcIGVM5v$)}0=HV5QXJ~{PcUL9I_CR9 z#a+{~kYYZ9V8^=&*Kj0ZIG^=5Ev2msl^<-wBqv`P^h;C3Lb7av!e|Fx*H6!q@IiOV z=d&Q*$~3o9>Npk_T1Vz+TbRqho@$k^KL1qz9>+V8n;(CAZGYn<^{IKm^qkMR4FGbxrOqwz<#zb*B}OHitzghje| zC&(l?e>MYqH94R(tSfMwL$Ak~x>+!n-@!hrfzds_EuOBdeZG%N9E?r3>BkYcJz1 z4NakAUbDw?+tUM+B<+b092b0R=n)MxMNRUq51leH&VTp+KM<(JPnX|_fg0KDG?z!Y zs}86EUGFk(=cN<%cqDv*ttXj6q(tv>{wGER;R7U)x*W+;8P^-0rtj3E`~$Wq23n5P zOK2_EW)kqueDgZta$#`-U>c`i8~5pB7H)RhXbD6V)$31DPd5&~6}JJhB{fCgMT+ZH zVh*!T0s8H_kItl$nq+pNEM#7I}vIg1)Dh zvGa0`IeaxC%(A641)lNp+IK5uzeTZ^~_^ifk;wAxmRamD=0E?ZLVBw@rBBcLV-sF}$s}G;ZZM?K;In=(0w$L zzJ}^jg?}}E@z_|To2G<{I?E10%`U)b`+APv#c!5&NDt&2)iC4uH;=cUC3XNE{_MRs zC%;T!;-=`Ye*5QZEx9wa`eD3f$+r9ZYe^0Z0BLktx~$$bV)!r#xr>tE$niiHhHgk)wi*X zJrXThtj$@SpT*;HwOP^Zh?`HGC=E^5V6=!pXXkFghT2gtdF?C``!ohCkPKEdsPgcN zW3~L|1eHXS7+Z^`Vm4h$+3;q}N?65>&M83@xvtg@)c}cOk(wBb-{guF-bbIvVyE@NLU6t{nO*~6V-Zw?;3hlm?2ymWCGv4H!>l=M~l zH&ci1ZFc7F7J2Zy$%J0;g&@!%%Lsvf))X9)P{~Ho?7cVX1LtXVHS79t>T33=Eb%&N zwM4jqr_-uXrMcdVYhr!)S9tW<(m>M}2atGp^+!4YItxln_Qp^3 zCn4-`oHMV~j3nCP6L-DIHb^<8t^hUL6&0%T+BQ|M9iGtKp~dftnZ;iSCN`rX`>zld zo-2_7+QZ|m4ng@7qRtoV!#UA6P;;@%xVP9z>$9FKA=e{=K+82fwy9-cc9J_7S%@FL zo)dYE+MG!2?E!umz@@L%>yH*Fb2fBP{$WA%&y>Trn5h-Q&B?*n86o&#K4#7u?sgW0 zT%xt@MO@2#e1I`rVXZz`wrApFoJJ>)e9T+#|PO>FB9^_p1U6Ib!rwF0lb&+I|Rcw{M zzS-`JqvxFb}icFAO#-yy=S&L(>}p%#n|}kF;aT3 zx7PZta?LQivtYjb*wd)`L1JqFa!~@Y@4V(5o;0VWPg4ncws&3a8^4QzO^M!$mXwVw z;dWJx2-2>|+W&$VILlBC275&m{Vji@JlBD{llb3ZeIVu700ujpAAXFgcPGnNKRK*+ z0Y>m!mB2p6q9?4r`NdJ2fOrO=?4u>-^j-;1N>dX4Hh)o8MT!{(tCO_U8809hHBcZ2 zo4Vy+TB&Mn4>aa|nZ5gi(Nu~aBnAnMBfHuo&R*ur3nk6zDyammr4HBZ^BX_-uv^_5 zc(jd`;#t@#d{#G7Qp}ew`585u(2`H?uYG^vsRo6MrMm_3!Z-dNTQqz! z#8O4IaXD|8zLvFLn@e?0WEBUta3xkQL*@1&iH@<1N;G-^PJ&S-p@fB5D<#cPI&BN> z7$6`g+n86Wgy?Wa>s9M_u8vsLakx^!>Crb59hK76=*n?=!NrQrPX=DgE?UKo==yZi zoZK6(U#eHsmA3~d(_hLQ#`0Zqkb%6FO`!RtMmRmzt_Ygun4waekY4Wf%Y4?g;i2+| z7degNDzY-m?FCU!E^WV2W7z$25>PX5q-vua(n+TqnZEuo4JS!gEM!WX+q$ z=&^eN@z_)MDz=!K8!uJHR7GV&RY~1t7%tvf?oeU{;2^0KI8*RUw8Pw$a^UhCR$dA6 zbDsFFCzJ!Zhzu5nobXnv;o>=z$>aOA=TA_FYPN?Q%k^PJmHL;Z$9T;I7#mI;-VNzm5rQ|YA>>Hhhf)NqeU@3;2A=9OsnP^>@rbjZP3R2G?2XQ2om0PP3FZ4{zZpot7; zG*`UKp{AAlx3Y&UW>>=5wSmqB5DuisKNiAEUZqEJN#fen11+*O;mZ@6BjU&V>e`;ROuToSUu|R9BO-+cFdM1WhA$5ZgSREWq;s<%38M z2Tc+pC7Bp?FfOg2z1MoMYRff4#ov+07}IKS3LtxgBd*1`CC89Q@EkuhkT(`laT^*0 zdfR>#y;l9W{n}RhtZ%ysN&KxmM+%(}+O*by*V+<2`r=xt^a=&6f{&(P6p#F-J3J@H z)trr*E3?@w#WGJ^8-9A~&x}G7QnH5h+9j*`&DAjcLcuZb%yH<=qv*&CJ0N- zh%?*L1KblVlPhDq=Sq92z9gxirGV)I8xV@9{s$A>6lr8;ax9B5K4SbWZ-a}k zLBJ;tzDr!I609e!Q|WqmiE(ZMwoieg)H-VW`FqVl;ac6i4NALlqLRT$`VhYMEljcmgUP-Ci@=lyAAiWfR2JiSF#< z0iU${%x?|vcefr2?z^}>UBjz06=ICR3)^pt0eOW^}#aI_O7+(Q(@&NU5Z_0$JL7JXRaL?PJI*{(!v~- z6e|dYAR*FS20%9VLVLHo&xQef+lIE#8-N=0es#NvwsDtqq%6J8QGv3Hg0>CgiKMR3Q8etP&g zuPpz)78* zreD^ccKbtu;A#X=l&oIuZLWLIbCH)u5`B9)A;8=ggw&)y+PmXKsk`r%!iR)HQU;ji zq)=DQ3Jap=B~3Wn%Yr56{~6?jaY=ZCq$|0(1dV^z&;TGOAIvy3r}g;jB0ECs`H+%C z8~>{emQ9*WLzatqDRqVDrSDf+nMF(GNrLrh?t68LQ$`PrDDzN8GI@B`~O?~-uJF6a!)F4>5CV*q{^re?uVEd^Mtwk0*VnNLD~Q%ZK{@9mLuM03IXU6N)7STXMO>+9a8`85L3emnIY}Ie-4CDd7xcQ zokOJNgyMdw?R~t@jU(T3LyX3wFbcK2Sm-P@_Lksy!33r4h1j~tK z;W=F8;UtfnEzAhL;y9*eox-x67GB82@$j=7sM}E>lr15#X1_J zMv(j_HoUi&rVl*TgK`_O#e~}x*52%EbWXTR?DHa1>~WEs6ik?pNyDbdmew`%E%9dl?*?)_&BG+W|8X4p?q$0gJYP+ zAIfbtepurGQt*?!gwiItj{e^-&KyZRM)^s2u4yPhRL0Xaee{qb8^f6`hGBlvpzKXT zL%xC~J%h9$q_A&7YL5C+u7RNcjGU|~Hi*|*A;V<}?DeRn@g-L!jP=wwa_BqfVj0e; zJT`G6g>f()EVV_FKtR;TFzKyz-fY^jFACK}S$q*&;59|SBYh>X(!!{z`Bb*&+=v1O zpnHrNr_Tocw_lzaFNt^hvA(mXm)gv-*7G!jP{DAigWl17w^B%Lm~4?-Y3u9yf%t$B zX9=~$Yu3FaeUw$l%5!{_UkCN#OVMECPFh2NLOIrRuu zGRd(E-oPbHn6l|z1QGiS5ANHZX?pGPX~!%zrcD=&|6q4~OmJRj-Mwd}l@k)`3tQB5 ztg6L{ewSI?)|snL*0p#>9hsogkP;P` zR-+(26^mNJvRJ4B=2YwjICIq{@Kf7EAmYAcainvH%fWM&4JRXlYG~nyq{Y{Y@B1ZYZyW3;RRgJ-u<3LFw(@TV{zHD1m>@I68-d{_}r*tZQA4b+XlY z2Ii`tStjw+9(8^)DnD?^=D#w~F!e}yuMx`@Rbzn_SX0f{PBurz&cg@<*!x6xZNbHJ zxQmqIgZ#+rwXCm0oo~PFW*MSi8KVIV1X^%6enh&>$4V>ZKD}S#jjrSOTklt?%7buX zUPk(N2Fh~bWd$27#L1OnxGCT;8lf%~t8bx|aTC7vb>T~9OZ4}1`~cbvlI`&kz6F86Ts+i3&9T3Dw*2-5Hvz1X-fMmA3#!{uzMJ$u-SRHTP61Yavy30(rn!SsCxnai|y}Yjv#jRnBQ!(bL%i#4!*hF`8J4~ zADyc)rEn?`n6b3EvDjrEhgn85_Ljyga<-OwF}$dhnA%3a#{vS=J%{InZX&aMdjWR= zX^wh?YPgu0qK0IJQNRDRS*j+2)yt{8)nk-;W8u?|x0wuwLp|eB1t)W7Yq{s?P#ZwD zgicay{6wfY(-9YNZ)I(v&fH7#2Y-I7X8irIcm4Ssa$pN^g(a-Z_$7D?{bCTS`Kjof z&3>7SkVd~y5fw}nP+_IrXs+kUsgt~$!|dv^i5$0 zqPRoXIW7(P>-jJS2ySeQm2dzIAs44ZXC;WM@0(c=0vW zDE9(M30^lYRzIxGp#&yQmW8X1Ep0;FglArZt*4S&8MybG+l^K?pNYoyHjC^{#R8iC zxsgyB$V*L_Bddl%BK{foJF))f1)7>#bL8JO=iqdUVj;zx5MEZXLCKK*T3&yLa#kB; z=618G=BG06TZ=ZiU;D>D=@sp#-GSAOUHUXsq!Bqf_oPAN*X3Cv_6JcBTTZ)=zZ$<$ z-*ndm=CwOXN^9^oBdF6GZQ=!L3V^*zgDz8x`>AgEn;#fGv-VFkHFH{Q) z+sSsK-zJVB5#_y^LA#HU<$0tG(0N8dQ0R5+VEbV4_Y3Z00+0cnO^Wt}eauG^P2ct}R_(8%{o(#;TU}>#Y5*8DvusJTkR>o@ zgDU*RAdNZWd7{&6;12daA*03nNm4l~+&iEV$M3WEH{EM|{~)v}hout$`(m0EJp&b~ z1}E`8huL7?xG?b|#&tR25MHj3&AAoG>Bc*CsL8I3$@${Wjo-%1`_`iw&!k5vJnP!* z)t+1$@dgKJ@RnZhuJx-Qzl3F7pzO|45_;m^gHPG)^;OyuR%mUG?&*img{9s)EeERq zQ~+egt;!6;pzOH5+L|Qu)o6c$8;AE#w9#`gW;b3kD{D5YzEgL$(|XLur#NfeJ*i zuv4CtdiiI|Lb8exr%o_kiKt~V=W9=PuP0LVfgGs+P0$jxC`gbzu~+2HAy|M|PG&C_ zc}=yQ{)T)^TQHga+rMi*hYQ`BzM%?<%WZ;K&2l&6?}D&TvR0X!TuPg#QUno%8%(Z?6Hv~q)rVMPC%6L)wQBvxU70MQ9S*wpx(Eg@XM zkvjM{grD)tC^uXz0!^Sg`%|%`D%c2tz;MR>=gHnt-T(ew6Q`(iLmEU6&sbB@cmc}kK= zBn21_P{=ZAX9R;vv|PIN4)3jT<&l+rgwIwcevw|RA@}I`Vd|`_+jA+0K|k3bwH<&d zDK$-|Q!rKbrR%--L)0BfKo0v3VlR`|L6|t=?7EifVbHGUF#iMeAssYmC&OcKV2SXn&;{cRK^` zcY>@4HuYJugJNnKvWz9X_m<>2)F-?(+#No+w|jp75HhP5)QVm%lhMYHBS!b1#rl;x zdVKME=2=+F<4sJ*iN4bWdhA~&BY4tf-c1Fjh4GHGM*orh?P0Gy!t>W-ik~wweZ*s-EP<87yb8QI z87c3D2d|ZmUtw&!wB&bB<+V4!Q2d(nE(BC-Ec`%Y>}v08a#hWwEvy~aU!@KH6TcNp zvw+Ymy)6*ggW3ruf=SXh%n7Pv7ed~kG}{RvJ-?k zD=Bb0UNs(Aa!^$_{_3`5M(6>kGRaKGP(|!+7=Xve#l}5+dtWb7=PhWCjYbk+dO;G! zV#u*lo*SRpjQ0LrV;VFZ6hX?GUqGMT}}|-BU5{wVWzP-<#s4gp22(d!Oqp^DY_6W;p5lM8hmf}x~DpiPIxJcLgQusT|-wzr}S2XG$7WVuK)m>!JZSltJ>pR0OgPxX7 zo)rpm#YM;7B7#Sta4U5U@8PvIqpumJ7q2`GZF;DDyl`xWnp?Of)%>(3=msMvfCwE!?gBf#t%t zM(ewlcJbT%BPE}VT{9{p5z&hyXaYD{H03VDzw=4aE!RA}&~*SeNAn4WQg+JXgROGw zd_`VOm5f=eBj1u>_54N9zvME|QpdInATD*3-vh+In(lC;g~n~G))tvd5!YnFEvqT~Oz=y+ zd(E_Y;QjKc(u}Iw0zbl{el=Pb3{{}eWSn&(v;7?u(pXxYm7BnOEE@O(MrADgj*1Z| zhNUq6N;FWq2jseKLznw&kISUAeclrnXy)DWqf5y-8m!Oe*^MI)jChA}Pg+jlo2xF0 znHq@uffQQED!?bL?b>+b!H)ixfSRNlwC;H4v~Ow94(~BPC|3bRNzIt|YoGg;=w*3v z@WY0`o&kHqPXUQv#^3aa*|BW~dRhJfz2CSb^_|yDP|Tj+LBap z=4qx{;Ow3nQaU!FkhgR$nJ}TJY&G(URE!@4Yo&i`c;I}{zAl#bCp*gUK{?}4=B9(F z0u?Rr@`ZDH?-ZZ$#i^b!q35eI%(LupzrSVcobi^ScXu{38o>|!W|YcE5TV*Ef1jDi zy_NH17lr?@>mngd4h2xY|8^O);L9JQD z_pKl<*sqs4cIn;WzJ%nHSn*1h$I*)y=e1hWGxN(Z;bbi;XJ7jg>?(4K!!yBlfZClyI^9Daf zn9T`JNFqK1s6et*cm=d-a4%gp5IREH|E{URzKof!ZLk*mLKL*lR#E~2j^Lx4AGhp_ z8X7dbl4}?KoF3j3`tFXnW&d;LQkWz*I5Jw-)8MFtWNjvN8AaTqKx)dyBH5O|>zyJ$ zaipuOI@$&9{)++@lnpP_p%HIwJURd3;rN_I=v2y&hkVL^R~7f>2GvWql9Ahb2AoK> z(FK71AaHfP-l$OX*Xj>$N??0;}2vC*s&eT_EQ0=FUUw6GxUvDcmQ9zr1W6 zZgV#pUl_OjIw`o@^~@&i>Qb!XeU6$$HdLXJtHs_Mj(bkO65Jr?C)7A$PE?6J7|;=M zv0_e1A<9r*!keS~$123QMA~pP7Ir^6vX&gb+4Xq>NK(t~4(6SS1sU|sxRamUPV}Xn zl)_NAv@%02q4{0;cTGzUiL-R}`4i${ETNV7vf?pZMVKD!4(kjZl{$9NrjXCXnV=Y(eX>Ut&EtgHw>B>cva=tn;y^H^zO z>U!su%KVKSOFpU+X;1*V=JSN?R6|)ZA^A;*`_Ub}^b7^`87zIlWzA9I%&wNaM~!X^q()4bu^S@Uhtj{9j@WX0d1AP!`NC85ZXL_Cwx^eG z9B6bix*MjKo5y9C0`#}Tf5Y-NJNbTJJ31h1fImrGC8LJpid=IrbT_Xsa>(~&z zq83dm&-^&(oF4JYYsO6jFoABZ|H2MJ*7mh5p@&=LtEv1jr=yO2@w(?BU=Dp{B&b7M z`qcRgEh!cbH{NG=v@EzRs)P=agyJ9;m>zM4kuB+j)gaXrZiI7`^;oYiMfp?5^3ah|*C68r+oOeq_)+ z?Zwjw>!oA5o3CHw)$FdH2$(_sYLiX9rSE<#WxI%BB7@J0X;&W`C0`GPT>HliWKU{@oY#c{zRxJrSCkOe00es zyb&6!%E;w&FtRkK>(|Gj9{9&|6wB0^E7>E1nq2eR=Bgf_t2O~w!I127 zG|*^`&aJ~GO2}A)JP3F{wr>zI@2UN|CmIMnJ`-akvbs% zcz=>hbr!5perKC_`R>ronQkr9)W9$uVXBnds@(IEf$U0;SVXuO*CV*3r1@y zGg`M=g(Yu#f%D#-kXJEEHCL_r4Na2V+PY&eKV-EqTkf<~3w9lM^LDfxXHIQ}e6uSmJGJWUfZX>)?RG;VdRlAIC4>ldn^0JxZ!5Ir74{;BXRw8CZJJg z`#(2A>(FxE_D zjPl=1-=T20Gs!=&;4?AcP)8l!KpO~i!e`@1U!p4r26FtVelW!~D8(*|E#1}m6VV9W zfD;@xUFoa+5|Z`(k{7W-jWhE+OxL4fI-%Lu?1IN$hYUsF` z91&$y3!zRY%l#ertH9GJF7|rfvFv6^4?$fVAA9~<`hj6*!=AvW++oJfL1zi+Lw*nV z?MHNiB~l{;ZuK&Knht1-ftd%cn{tLr{oS0>${r%ZX&Rz{H-;IfdmHH7-O?oL#3$l) z80QuH%(2kgz{Tz>0KU`lHKY--a6AP|8!m~rz5EwNPhAzHz{>Y_UFmhJGt#^})Slm) z0W^Cmy%!{ajNGr2vfGiYznau;r;mshd^yCDEzD(Ln8yk+`eYE%eT^9lCOxXY`!f6( zrzj+$0hUdv*BY%?C##K`j=oRy4)YtcXnOyLeKk1P2WUb=+mhAcJWhck#+4}y=j&|+ ztGvZ7{eQJ16ZEWxv?2|%?0R{N=zp%S-eA-`sOJ774cq*84=pHe+%t5`olB<_H4aI$ zyqJx5skOAXnZ$!vSa}V#DVfmR)?t<>HyWHU`qVg-fJu61agOi-Mi)9EV~0)b1rQQu z>x2bq(6A%|dinVEn*Q9K8_j7cf7GP<7gd%=!_!!FSy&Uxf9q%L6NHtEOS}_idnvM1 zZBY~Xbm_)ItB{alc{HIAcl3Vq1o`=JV2laVf61Dze~;(21!KNIc(YU^Mm&?oG8*m9 z4#&1Usl1q1#g2-C;A`VUH|Ns7beb4~^2LRz=miSr0ML|75=K;JFP70*6`{1zc3yDA#SCJzQ+u%=JUvaE zbx9gmAwt5@QhW7>7jcL3l_SQyJ*#sf?0co_?jnn%bj-mD3|Wgv&dw_4B}+rHOp3nAK4D!&x{cG%B7 zX$1Wdt6wBD^Pj1%;w>^eh)y9y8!~fP{OsPHiSKiHrK{qt9_InIe}rY}uK&AN?|oJ!nR9G5{fryzlCt!6 zz!hunFa3*O&rMN(cDl}SE?#F zl&HQcwbTk0s#cS9GuxaGX}1sR*T(iPHt}||hxSqsOi||W$SJK|t5ibNf(D^t)GDE7 zc%Vm>C1ZGcsC@>Kf2=}BBYbK)@ovV=yh16(Ix?t0U^{Hr_^4oyMDp6ARuBpmkX!8u_ z1MN^s)lFlYQOD{I3Cd~$yp+D+kkVD$SU)PwH#4cZzdZ`gtCBZ&qP$<8}3B+q!-VF=noe1c=+$@$>5a^YioBkwi$I^)4;B zjtOYH!2?7$H9tT`go*hgGT{|9DquFS#+IfV-1Qx%+f}IrLff z%A)skYDC6lXNGrvF;eX-!_q`c%?Ey#hVkzD^A>dS4r#&!@L*v%Ztfqk=&}AJ-*cSq zCykNw8?!*-ltWR`#v^SC0#dh^gqw+^R*qe8CI1}wwEJAreBq&59mt-h27NHY)^Yxa4j-@m3O zDGXzwT7oaU@K(A(e%Z??)_TnV;qREr>48K-{^y53_EEOpDjF9Nm-~Yz7NR!P`&Z?97`vt?fnH;}tulwTY{nC|b%)D}+#>M93zhjme$5_(F3pIxc%m=gdO&vX_I2z`EvWP}_{j9fc-G8m< zRk3>XJ)le5DsdkF2?uKLQ@J|k5&h)J2?xpFBpWwoX&7@`iDaRwvmq_b^l;o8+YOxj z@V!;0uca}Mo|zUn@g?Op@34MDc@qRNp422Y;JS``J{#|;qf!-i-sU0cN&nOB;^OK( z?_q6!d!Ng$<7aong{YX3JB)i#J73&>as{>|G{1yDE7s6|*fS}?EYo&6xr~qN8xW_Z z$Dms!xiG~c*E`IL>&yQY9I0shaj7VqL;Q{MHM9Gkvt_31n^B}#(@BRrp-nsb2&=oxbJ0W zG@)mB`f-%k^_XgTD2T%J9aSCtIa>uP?`73cUlae!Pe3I`ze5cqO3oP?5N75cS`VpWZhiAib5Ti&6eBtF4qAMUX(Tzq}h zIl@T)g^bb|Xz)=v>hFTh6sMt7!PlRekKCub>+WB7mYPSJWp8U>-Y3qrFIrO+_P)XZ zqm%Q9_x5cI?T)#fI$%qy7FY_+^kXy8|BY|=$vW)x*orFpNt>zqWzM|?v##<);kO@Z zrsj3Rdd$d=(&e5cjA}grH!d0s6X-;`l6k{C{8-?@ac?gB?tJL&JSDB7)(zw~wgCR} zmiy27CvA?UwJv(50HdQ`hTsOU6LZ7G*M0|F!=iPXzLTIg{`j|SbF=4A=h%_?BS+6G zi{~Dj*b&uqk@IKM4l6kf+1-drG?rp)RTs%>%m{wlwM*^a2_0Lg{_?m+2?Isi^VRrQoGmv21E z@aWQJIx{3a7zJ{eNkZ(4>6&{X3Hj0cLEe8=SopE8WaMqTf%xD%6mpos%;&2L7Nn+0 zf-KdS1BBq8vQY&Ni_Xgm-8$ZT=!9#c3ykoDE)FHOg8}30yOl;`r4#AN*_{d33Aoxw zq`!$SObMOBglMwx*i!!TmY3%z@~pk{w4aaZ&|oxLI9iI2+m`fZRlmiTte$kGn3lkl zyIil06BAIuhjsA78j??ki8wK{D2ZO7{qlwBH^Y9@=%gb2702J-3_Cu8R0GV4k;X-W zo7#K#IA*PmelzHd+G=mLKt@;?Vgo@=!;~6RxU!=_jT%y8&2BGVVb1p#Bo(jI<&JsV zl2$=QjG(De-JbE6_v1t{B|WDmKwgWnbHL~=d4ze3M$!RJDKtyFxa z%G7wi#M@g11)kF6{|D1}xDe)w00hx3d2iqDGf}?mb>pImGa7#EOpL9$?Ea-RpNevH`VORvWJU813}vz-TEcoO9=n#)!{hlf(!uQK*<1*AOC3hNAOch#508u<8g z)h3?V5~}XmkgtAaSP*z=ZoU}(srxg(d{pWFe$|tB(npUm4k2jKuMd$R^E&fd5@~%^ zM1wxPWBwu~j;w%i1h}cIT_OcvN}C=ZnoDnFaAO8$ifh`odNPqoJ?7-8QRya(Dj3D= zubX<$<}(v}pf3f(GbXeRm@ch&)AY`Ff$;-_AAPf?ZlI-Tvq-;4Lr4K7js;f0`~0kI zDelx3m{S)dMk2l+d5ziX!N2+_-qRrS@iw-XIMTTXCzZPmEKrsa3{A)nP}S}@xE)D} z3pUmN)_Ga+F(5h&t8tHYlrtu*?|W>ZEcKrD55}mrAV{X{mXu}hX1RqrNiO7Ov9(`7 zYx{2L+!)+h4(o!-x^L{8w+R>|V-l~w)7kz+l7u}SxqLZ*tzFdo__Eek!~ZbH)-CC# zUnkE8#t0Ki0mT7%RXIGI(rkX$Zr?MB%L$NzaSzrZb$L%GAD!;cZ#>s`b!ca+P`#=& zJxROXAr)N&wLne|`oWX^ua=0vI$IOhX@BgCe8dt9_6^DOvqR1p-FiaeBbsN8;3=F5 zfr2necu3#+I8-7qi6j>AmQ}>DZS%gr-fTQsw6HgOn`D<zUF6 zqvp%eseNu;;GC4NKF^43_F>AG5}bowkgM6rU2y6gfFjRf@wCvoL^MEm(Ohs4ssDIW z-YMAf=~#WG@xzHTC5<2QN!}Ayj`K*<^(`{-aFC(LR4^JkbNBVMNqdE?A%a`jz~M6CFi!=0WYX+J)z%Qbxkjk0CmguY)N1FlwR=9R zEf|Y-{y`kWQgDJ4qb{Pdwp?TL}9)07r)iu>w#dQm#$*!0j|0H7WHVva5 z>_daU!WFof2XM#<+>*f`vSY-%JnMckY1~Se;MFSzGx4d+1=S|i?WKdkNV=> zI)SVKyIAG@5NFIEQgH1?ikSbJE69yM9ADb+Fh{QS+S5vtlAsqbbK-*Lh^k{medX2> zTQlr}wk3ZRTzF#YHh1)< z;8cu|)d;$TMr8o3dPb7U4M=pqZkn?86jjzco zPwn{|SKCV0vwDw+T>n|~DvhoGA}DzNehZq|)cv(8>+yp5i>w&6sde^YF|6eW6`X}i zxUoeG&b4W`lD)l-8ji1qnX^Gauy`-doE_}(@hRKoZ)y~Dz1+tqwcZZVY^_&UjDPD+jSLy3PsN^6wb#B%*M)0{9cru=i%PCs5rx< zoA<;d%6f=IUv*Z=xFj#ErX~N+Y#^F*a&j9xU%J%Y>zi73NU~$*AshOF?|(dYOJFe( znx2CiJMuoWOU;rK#CZ_A9JGzh8IhGFo?Cxd8HXpk4`fGd8VOgPr@Ju_yn(FZh4;e@ z?eXAY4kZTFjBNGu(s9Ay$toi^s1QOVn_dcEk!xowk6%pDQAa5mtT zaPDt}-p2QS$Fdlj?%T%W)t|8LN*`rOsDP3<%5amSlD!K?{aLdbV3cgU#wrgU^UqzB zn}#-I>iuWonJPjCyee|u$jk}}4dh2tNdlczSMVY&{3+Oy*o3N{Z5|hb6fen+&E3zm zw%09+@nL4KdZ$qg*{K*QWbV`>^OK;EnMZ!eLq9mS^!Qm7-JC7X-G=vkF_c5$(t0WZ z3(i=CG{%vthx)H2?S%5naHb5W+st^uaN1ID?$qfqw8%V8A)V9qu zbbL#xTdDJ1d@-SnbDmxWj-n7BPBrbsp5zC(G7GwKEbmGWNz+PX>qe>8|AEdR4Hb%lb z@4LpDpBi!qk$IiG>Qok^8K}*mxQGkT2$w7h$0SB$vuVo-39qUSKcdU5+&Qv9e!PR; z1~7jL(BLgfyWdJ(I)fH9ma%_~#Ey--F6Ms0O?jOeMHcL(BoLLh%b^L;Yyyag>-8Ok6%%$CoC}mmt+4sQeuN5((!99i(x@2+e2WX%tMl@z6m?{q1*; z#mEIANM&Q3#2_|=#1I>mWIn}5=)5-w(Kz{bU=Y`~?7FZF9z!P=;1Lf|qvKR(m~_wk zREZO}X=6&$#mRe#<5X1-Ej%8MnhEFUgbjWl*cYukzo?O?hhS0n+cBe=U5nd&H5JTO z7MJy0?GlCsp%6}x4T<;CCT5b{18{6OLiBB_Q_UOH8RYh z8%mW%g^m(pE{m;5=LJ?sV`@Tv8hAtYDvu2v^JLii)c1v87ls&5u^_FJGuSG;(Ah*U z404#WnOt%0#fz@pV<1YUog5Y0I&IMk1e|u|u=l|9_p_=py+u+hx-glyEn=7T8)MIz zKRybXkDN**7P7#R5SJ08rh=aUMC0kvs*iE?xM-&ncFkw(a%^iZs(#f3OK_Wysa!ns zPI95_&P?Ov_#2z9gc$?VnIpqW76~He;sA3jK(Q&vBd$E?^0ZO5gY2=)Efg$ic#Clb zxzJI=Z}G|oPLlJCtpMFybgr;zi{%SiU+)bk?`29|PuToFYsA`<&jO|fj=4U}qeRqW z?60LQ(5)#gY#A2n0#suog&1hiG%zpv;QV>s`P)fLBaCN+Y&ZS#+d)`adGvA5?IA{X z2Z4nXQv-M;bpW1HyD*UXfQQyHqh7Yw%JNG$V9#u-GpJ=y-W4~bs~j9wPR~7hI9)v) zIMv0z2!bhFg#$~%p-zB17{x1rZgDfc>f5OpHaf7`=y!+=-2D2vmSI8$8IvICMJNoW7V$LO)Ov0!5uZ+3B9|*LVh^^ z9vEo!=Gygh`ZRnc&S>Odb;0(Wy~%D!$hfNU+Eb~>lY!z(_z80xu9i!(-m#C!AA7>O zi${p57!d0f zBhZW#DwV-VVA~2?MAB#^bH?p$CXe3gf2Iw5^S=T=<*nt+z&SQJ9d zg2Z;3w>G{w6L(P3S)a6YTCniutD@MT*T)0D86oEI0;LLjM^LM=p3P)=JexLTO(`oY z&6t_`FZ6KmtGwmvXDz?tDx$5%mlrDOj|e_HZCeU^#+I zFJ>yzf7kBnqm1sHtGiCY|47$o)8RBKp;b<-LeqmNqnraz0vMhbvL=PL)Yk?6CO6Yz zJ`cF}mdhFUtsfto|E(aWKY<_@2H1<;)@!W>sF(7e_!qdbks5I^67I;F!9Q*E)OR~A zX8Z;sa}(&L3&JNbj!o0Og`KAgo?kpMb0dBF_o)LL&I%S0#r8=uLpY)Y3hL=8YuBDB zQ{HX$)wmh_U3goGiq9>I8`WK$$UY)t=MLontnUzS6`O-a=Bbj1jch{Vp;7)8{6LT? z-jRB)eqeX@aY}*H8+H0FnS>oF=YN!g?U-DwvDTi%s7^Bp4pV4<7EPBA`uY~FouwAU z;Fd~(QF9DE`kUuHlA*R;Mdrfhnl?=%s26E+Nj(x@wZ-`1a82r9-kEPp1>3)wH%uR^ z+Vpm2^UNFZNup`KEY6Uz<6C#O;-G98vUWg9fS;ga{^h4VrhBAK7)vcXmc*#=(&d$j zPyH`9(>!1^QeBBjd#GQcm-sQ|WgdGM2y z?ca7?M((|PLo;?8c({#avRS4ID@It5e&BZ8>zLXZl>BU4xFYZ9-g8Yh< zt>WLtSJtZ%bdL?K+DikHkuZ~SQBp>#LR6bIPSZ&ayuSC|mTlhY$dcU2*;fL6hfW3= zsPcsFyZrwX%iYgKR1lv;?8TUu-N&_p*<+RTxydgCN?zuYf%$wzhWs{G~ zOWU6g#}V}l1FgguDp$#8o6rT+!MK> zS{?|}Y`*G|@Z+1p#;&+uxhHS13m(*%H|HHCF4Y{A^h?%R=XY z8^+S$yfuvIWQ+%DTGY2B$hkXlgtveGHQmgXy5sxy1v+6E=AwE5=7*umqIdM|&O-hD z4fy)tU-%>oq23&Po2yNuUwrTAyN|steA=G)xnN?t_B3N%4O;=gW{3@NK_vKQFtK?j zLs6JR@ChpE@2hW)ql4x@Ua{=RY}_(s@K!L3Abve9YWaALZJbon-yuFe zwrm*Mdkj_<-px+vEWl>}W|hzWm%e=kH^pCj6NMFPSo!>SX9a=VCNwx--#l*^weKB< zPR7~QLC83Klj$q)`3;M9A4JkEWBvYFb2!y395M=o5+$w)B;{5W*XT-+YiBrMZ~I%I z(s@{daG$6|zZ3pz5hB6;^*0y^`B`O!G#cdv-d053czQf>oyr|8d=!XkeeIdv`- zW8&Obm+PF>gaiCb3c+Br_(S0r(d&`KPw75m$NiLvV0MtIru$%gWA-j#CY6bAuiO_J zQCSjELR74>Oy4F8QLV11uuwIU0xr>t#BU^}_hW=Gj#U}JGYvVqbff&kw2J4@ko_y4 z4?4b}ey6v?^V3NSrRi0hyq~oEDVk!%kgUeO%;E{7>d}Tw5f5E84=vqUIMKDm1;oLi z_h%ZT!42wSY%sKO*QJ_=WqX(t7SD>Q1P4dtZ4gCr6qm$9%~fOl`YGS@Sim9VLx2YE zVUM+sy9qE?Al%00GE#FX`>dSxogRKsOmVHI)4p=*sk#{WN^tbK+~(mn*0hRXxOnrQ zH5L{HCdt?=ick)_3MatGRuRC56#Lg?{iYkK5jeIEi<*mC~EoO96$x3Ta+rTHLk_J5yjEh2z$^s%r+G~($X zTNFn*YQIRr070E%RJZSRfoG~o7glU6M+OQXc%A!fVb)WV8k&8@z6q|$5!v`D;1oAjN4^H92u@%I5|QE(g|&Tx|d=q07~WgkwEKd8kPU0>^2v(zbp4f zqL2+TXgAP@NF}S2n7qH7_miy$^&4Y(KxqluS7&Hk%C=(5GQzth*{cPs{y+fU%4V%p zVtGMx;Rv!g+Gd;Em8>%i53fHfugnaT3|;uwRU zDr05?E5u2mYWiBNX6MV7gX;+!vLQ>E9Y^5614&X)#sSq8uwJrqRj`$J^LqP4?P(4& zL?ew(!axBCVMe}#y(XP;7BPO?B6pKQfcCII~YFc|8Ca}O(8PVI0J)P29X9PN*Hg61nk|_fc zYpw0-wcz1eTC@cjnb+-3vspGw|Cp*-@oJJogLGD2dH3eD`*8Vl^|=(3=9Is9c(039 zWT?b=7P)H3P+YwE$Y(1z8N3i?l8IO4i*bc8+LS;EOwUZYnEaX`746Q?i$D&qzV=W| zBS*t;VionPBptOE1Siew0So8Qz3Ai=#0hM1t!=Ql6~_yWB5Dpt-SPzt1Wz`pZu zBa`G|>uSm!U)$D2)y5TuhsGp!!850z#Ant)HU@2=R9OV=HV(RY9WlFcOGQ5Bs#cg6 zFP_~_KNC)kB1rs|ciQ)L@tb@%Wf}83(S{^1qM4oLEM^%=KN3s?_Xm@pp`U9$U{Y|o zLI7MF8D*WEabTN2{;Qv2LgA)~Z}>tzz`WBjKYJ!Qg8VFmxJ(G5H1GfpdXG*|HjjlCdVKse$f{E|<4itTjaO8pK|6ge>aeO?-Wr{Z2z4+Mdu#2z7tb%%&95ReF69gU1;^kfx7b6L#YbvgW`h` zr$27r&CP80cUDRW%(Up@!_~uy;)dzsC!sr(@;aNyT-}WNat*q>9je;oqyJh?r88YMI|~c;)Z`>fQ=t| zB}~2Wf@TN)=9{t(wkfd8RwbT)3LR4a&%Zc&RW+)&8 zF&ECQ@9f>-hyKD(QpEUCq%w`{h##Xn4IWELmg~Et4W$KMPWkyDjfr;%mFPR|DI3F+ zT6i{?E##f|PrV>Y!%4oIDi!K+3o*Q(1+&W(DRSw^omQ5iPiFa|-%-sm7`kr$gepuL z+%$ZO`Q!yV6iS0-%7Cqgga3;{DEzl=DsSCPHmxeZ2;O=VXFHl3FsAq;Z$%#ZGp7?1q3U+$b|ew{jv1W>OmDWvpK!L2)r>h{+===|kkrbIxPpCgY?+b8dB9c4FbRnFWxD!J5XS zi@Eli!&4y3$v&#crxGQ%oES{FmR#tw+7GO8VyCgcq}`;T#=AO-~ed!*Pxr`W<%M(1v@W{$4OaJL{$^$U z#~YW?jOJR8uinbSgC7NSVIgf41@rh^E~TyDr+Cv;XEzj+s!Yh6mEV^E?2m1${j!n% z*NTK!U)p9;mxP_*{{eyyJ8g}v2F6qR&mpQ}5;jooft|d^eUNe_cwYw;ocr)$FDLn1 zy|0Z!LG+>}$Hrsl18PVxGX|8e=q+1>lu(JKrWv#I#8>#I zZDyC<8R%hqXt-F9XJE74pemp-6Su$uy``^+5YWUvN9*YGFx7rVApW!FZ|6E&gV?CQ zj+NarzwN>*Yrt=-C+6oOkOXKNlVTJFHGE>4Dw;~!P`6GxzqE%1pVCu8&{o=Fu$k$E za|Y=7*7@jz$8(w0DD~cOsxE(jLYaoCW=dExOe<&7q{=&~Z~SR; zji4SsV>>k1?1-655j7bOA%nABMjRzs0r0BYVg}nC=Ao8jI|zxKg+ZQP5VSX0G`8sd zi2B;!`3?V|5GYLic{yJxjNQ((jX0&&wq}-r8DoG9^6*_wQ=#9d6-uN=QAngteMhB8 zR`B{Lv2we(I~_c;B#1y-^&!a{9#+e;)GZsnVwYRq)c2^RW7Kvgam%!_w)XI#Z`A3o z9?M$$(_%O{`s#!<%X?7J=Tm1HiKphp@2rpA8jekC8kjNslhzyP@5Vt<6tFYLcd{BSFpA4We;nh3N^=<|Emh!w!@LVzPy4mjh>*ynJQWBN*-37L=e6cHjN#v zFSfn8LUwTc>Z9(_8FG#OYD#nWzlL$n8~dwl$OdswaS6H8<39Zi-`Ckr)#^ffXjJsn zCPGcj=XPRF;7NmLPo!WD1S5UdIne*NW7e|aN@1?X&Wr`+jYEhM;&DZTYk#hM$3Wk3 z-0>uo+V>iT3kqDYUO!q>oZt+X+#`d)L7N-2C4SbuPZ8>8SP^GT4%6Kf=%@QF zf4*0>g_O$Jzt9o%;U0}|ywre z>E*FBPsYZgRDKU(T(V=m)<((0sJ6w$J|qcsZ<|-F`IakPi6y|$bC@=*<~Q5yYpR}x zdMO0Ajz9A!i%Ya~_-764E)A-Ws~pcww*duZuzkG`1PY+`}-agnT?B& zccw`Y*O0uK#Ob%pyF2%J-@mGrw&<6Mc{8Z4Lk{KkmWOe)3PC+6llZ#y zM8>iCOX?Cbu~u0TZTj_O$N-h7tt009Lb=%(G*qhuWJi!u(G(r~r;gtF&zjR&Fi{NL zo3!c0obFT9n%lba41|ad6FKx^fW$$D$!E>NShSS$5tO&NmA2;>ZHb0k z#SLTQU~0>YLfnY@_6lZq13&wSuS{>Nr1vI$_4IyG>_c48f9k7$vC*<_hXtgIxh+Jy zqq_kL3EWPH3H?r{>{#jTfnT4s;}54!x+?*`%S1ey7`gU#QyhP!x*%$2GFZ70w z9gvl0wnn^Bd7s*LkDivv3;xh>v*2DINN{#ZI;0BUqVQuI98rYzHFQXFXc0|kU&d{C zv+;1C%WlK2>;-H)Piu5Hn@Sd#t-dAgRQtFtL&_#HxbMi~nlYfQ3cU z>xZRVIA5JX(A^$pqUX9l{yJLtFAx0nNhSee9JXm zH%nAf6f~I@=`uvD7#hM7?GURnw<}}v8kL3czCMnvzl||C)>nSujE~C?w~b?C7y44w zPV?O_9rRmN`IO*r`WNYaiIpP=H904g&{L&3o_|q95PJa!xj2 z!NrH)2fS}xPVCMGI3bb^mL8_s98fQ(akqKXb2*l&SskKe{}2VxmSQ zKBh-`5hgMT>RZm$>zjuI>Z)t1lre9rG<=v=ot2KzjzbIAaRgYgx7>2+G-iJ%)4w>K zhuiJO&B}2RR*l>Tfehp8<-bkyzSYvt+t1kEDx5oqxnuerZ`V}N!RLcq`!Wd5utCs< zC0={Mke-CiFhl~%<)B|TozR=+lL&D3t+yJR>QN^3OpV@{{^QxA`>2b}O_$Fh zQMw>u4aGRwSJ>SL1tRnJ;6t*{b@)zMQbd0Ju%^ zY0Jyr1w}|-NHRcz$v}hn*4|Z_w3sL?=}dVU#MaHqFr#W;kbKiSn5Y5U8d|H=9xiVi z&7;(>I22d>S!Gf5ggX-?tn^Dyn0`eQkW)4c&9}!A!v#oifj%EhdwhW?AvM_LcdneY z?8WY&M|RQ8P8rw2DiKZ9@bv;$banBrh@D4p-!@;GNPYK)o6f=2Qa&>Ol>@3-zLouH z*y&eRdrf^wjuP+XSa=iA;7Fp(@ z9KVEP*=5>dNExE70=q(s8{DEX5(Q=qGlr|)*{kap)!BAy5k>jy)Ctg5(#g;_i6%J1 z>RJLSpM-D|6NY#S&2f71+?T)SIp!Hf?axM_k{!exWnr`QXHt3T3!euMr z#b6~n@ofMQ+t$gee!3*tNHrZpq8B;GV+NL91xq+`qYbMLRk({X`kSk2NI~14>pSPP z33=BBFb&RRi7Qey}}^&|WfeUc9i?+(1+f`2vk{HJt71sjv3E=AuA+;kNG& zmH3h-seVr}F@Tas(jaf~qxp&gJf!J3$jWTdM}Ioo`>Ll#eGdXNq3xf@)VOG`%p-a~ ztT@Sq%SHI7BAO)bOz+`Bd+V5woq&i_Qx*1v%vpM*s>&l)uBezjSnO{z4nYq5G`#N< zGGhM8)Fy$6*PcMQ)9e8bk;7``ONP6Ilj8>x&V&USR+M*+x%_wnJ5TZW)%C>y*YnxQ z#KaBOtayh)yY`*@JY_+I5%d*fKwd*7b?{^O2<`Q8dX=H-{`vk=ScK!ufPLull0Q4h zB4a!iUug~J8imt!pkvCE8!p2ResCoo20<8=QKx=^4#b?qx!3nb%m%XuWv6|W_wCqS z)m0;6{UC_4{-WPM*yL7-@Yosq@oedLt>*mCrW+C%B|k8@`TE9w0ooW zO3%%zje*umhl0e)LVyBcAti_xl_)**KO=4~Z$Cm9Rl4b$=1C{K=7X0{n9irlsc&59i;+{Al zW&k_PmlL3?QlPU^F-qI;S4Fjfo^e0FQD2`$ru#;brIw&-@5C4;4N*4L={$c>CBBoG zU1D)F&(`AUs*eFT7|nNS<@*Hs>X>#|^$q@zj#PPD7uuZj`)R=*jp00)ex<&E#f)V} z6UIht%}gzQ2~8+>MiCxbRZc)ab-nW#f9zEnWZm=`r*gD&; z!F3Fsa99e=BaBnPDUQLeu#U_ZTubTPf5`^DzQh&Zx1$*dO+{BH(^tR3z}^bMmZYGIGo$b9?N{BC6qjcfrD#XRF?nyZW&g&JMbM zy?FX{MSaBmh!{E^zZi)`!qi@lej#o!!Q@ToAe~D_9DQ0-1t9W&)?Ds1p$xi=JtGA2 zdJs)jf_)I{B&!O3FmGnF_mpF&%mD&yx^;^e*!h;UDgmtFppuIDb2<$oifovB9rckZ z#I@{O2XYGBIBBFudsvccmQ2iy(L&;wjL;=LI1*o@tUuSVS$R4%dO_d8&{wly&7s_- zHCcA<&08l%QgNV~k)ShHP<|mHp~D^3LdHRJZ;mmHLhVr&?;U;WP;z@Z0mI>_3hEPs z+%mcqSk^4O@`!>40xssUYvu$N{eEdGDUd&c>$SLXbXiUBA)7{TUH-m&xMokyD@a%_ z%+pDjlQe@aemqO-obCE^MY?6xJc0JG{;I2`Pr2DZF}Bv9Az`)cskqC~+GvrJyX?6c z(+e%0jzdUljC5AZp*?D4lc~i6; zP_4dD2X8Ujm)Ox6ccv73}Nat7b)u-O0Yn&0pRg8>!a*4dA{7E%S|F z+{%ST(ENB%CQ-6&q2&z&h;mt`wCAr^B+czf~wojZOauyvy zy#)?h^=G$ZP{ZFCm$v=!tnuC5=HRW5dLyzsKe@AQ`GPuW%lx&%_)(TTARt+9L7?mVD1+Whg@j`y)ylX}4M zqT_{zU(W@P6#UKP=jTvg6KzWVXP5!3wPC}xm~<1&%Qx;ErK6RFRP`;4dICe@x$)~3pzM$QzI3#gN5+ ze#z2n4}=@whgT{Hvs%}M+$AT=Ne@o8Xw2mx4DK4Wo~tIG(EPG#U*pRo(TwKb&+?lY z7lUxhf(Pf@qJLhjSO<|#i*{8?Qlgxh+Z}j4eO$3dmKSADqC1DGOzhIddGGa0K4|A9 zt2O+%6hvRRabsh}Mf7Fz?}B>rKWo&`i*Et!aE~1AGV>?;m;!V@4jR-bpS1VWATJDbqCmzo~e4 zZ_8;{iPkE>b3rT2G?=Y2BPz&@0LusorOvbCw1sZ&!@rmj3Ch~xoCK-khW zMKTXyf^AUa?o!`)Tgks^v(2@FHL)) zputR~-hFVmlr`8ka#RLws7$LTs>XKCfAgPQn)%t-&O7g4dY*G>sM{gpjHormcwVg9 z=F_a4kE+w*F-XjyGj7xl=la&<(HeXkH)_-<#{IZcVizb9N$_82$q5WTYB%-c64 zel5P_Dm1<{0BCtjdO+CKmXKF2i{x7XOIo*8uO()_Y&y}!#g3O}JoGLA34~4vE=9n= zV<0gc;B8{^JXz3+K*UUZ>#tzZ;hiQM1jkbr?33{a>&ezr9j7*q>)p<4&Xz$sOT8dB zeEDE%L~e_hGE8d*T8y|1%L;P~ozFl~*OaaP7l_*0*sC!QRXQ~DXpy;Q@sDe+h+wL1 zZwrTnCeUD>bm0Y+7j~Vu{1Z?}ioW$lZzhgmHuy!>yBLpNP*`C<(ToeWh4tV=@GAH} z`1sHJ2+Zj6;vodEc5Xs+M^~4g*sSJg*L$vS&PTqLeQTBP35;$YU=BCSp>Evr()*F) zQpiylsURM~6`0Z(1UV*LY4c4*sLUH3qevxzJG9AjDaz89Q-MSxHZM!r%`XO@QRH!; z9?0OK7^!6Pj2QE&CZ)ZbvD~6`^Jkf$X_9d9<{CS zbk7%*HY*nKxNa+qp6^(|!mG0sDq~Xus3FlT-_u_dMPE`~=d@9X;`@8TE zXbv;4mTcKB*FhQ7&E|j4zZ(9_C;_r+-kbKRvFYNdsI^nOsf`oTxBF* z>0O2{3{CFZ+K(XtboxnGG&|n?xaNkPJ=r7^>EcW z=RX{Em$QoqC)I&%Grl%qY*7nxwAJVCtlneF=?gM1W)#Hjz*4XGHP0|tySYxEOu_^8 z6JANK{Wd`986R(26vJ}3iPQXI|7|ovRKpNc@>}-hGPsL@Jw)re7mv{J3sxLl44)u+ zJlQcyu9qcAbq~63nQF2jfpF%m{OZNb5&yG)pL^ASN;>|}dkKn*>Cm-zP-bRh$vtS1 zMGmBrNyU_qRVve_M7M8dY%2YeC-7KCb5B-sogCXH^3ieU%kV=j{KqYPuR*>G7=JFl zL&t(sHs=!KQ3sp7uDo0n?kWw-sVAecfPwLZWdND$;mQ-Usp`DPF&|%H)R@ijAZ5dO zg2a7Sfy)Zf!@;RxXScgToCK=7^QpGL%+>v-rtPJ_Il3yfy5?RT>fCUhERbcHea~ja z$>mF2w`qxZ-BU6sW!aDDgVU+8B0rl&iO&y{e`i=19Ny?vcerJoP;L$Uk?}yRL_c86 zCnh4bUbEZWZFWCp`R_^{u&{dLOw2fVTewCWr4sQbI7UCn;k`v8&Sp=Ltj)B?H)GCh z9@vORd>$!FBu;LYIe2t)Z&4-+ICv2Gh>0}CNO>AT?AxR_dR(H-Z@Lxb$uqw-*VdS} zslyGn92&Mx);MtVuFz7IAVsyVY?9_47{Wg4Zf#CswmWXFx#K@;2WLEme$(fqS57MC zbO>9*f@k$sthuZ*#nLX~WJ_i1fmy^#5Ev}9D~u#lPK+F&`bT_DLhdw!K;`EfA?}zn zRu8~jAQL#}Cp*1gY&?_ZYAj2oKkB}iJUfUcFNrPo(EG{pH?=xp*Ev`{M{R-D2iD zNI9KP5NdcaLxLDq@t>swsph^Ujo^z4aBc4c8J*^tcx&42{nAQ2;r=K^v~KC00med1 z1BKF_Q2<6+eSAQ)TucJPHtn-Rw;xQDpUf(=4Kh|UZ1$%IDlV=H-(Bp$Mzyq>phX~D zjkZ;un8D0u5IH7?)rLADWx@6Dk7d%btKjeYKq7kU|5)+qz-mVy%n~DSz+k3jA#h}k zvcjV%0Knlepb-P_%sG0xdS5~IL4`JL#=CfL!iiXCaS@bPjFW8{TQUI%Rg*>~T8OaQ zV6?MME>HH16xr;8liZO4TcQ7@>O;{kxqJyM=|t|#TH==x8kmYoRD93q%a+92=Eg+# zFj0do?IE@$CC4Xm zXG7M2h8aUn|7a3^l)YQKD^=M zLTj;nW^wPM(nv>1fd0ESle#>L7Y{M5(c+|wo-NdQuR9>)P5`f9ExqapusXx<9T@=o zwr}b6em)xtN!9waO+MjF73=Ym@vO*FE`OG_=lodqu;opR*rV!zPoInbReFy4zIql1B$nv^CJ7(8;WUPu&F z1ZCU25BtnI!Eh9S`$t_Ei52q4&*tAPknkjoS(q*HFW7u*$KR(o>Hbf|t_X)H%D}5B z$Hl>sK7|7oAS+EDBL1{CA91g}QRUQc_)?HM{Z!(AYH@z-!kR(Ie_|&%vfwX6Y4bL3 zXq&F7Yx_sjZ!OM*l5-eE;*hzR7I}0CgTGRN(2!Gq+}^1!DR*l-*IYi{6it@?2T`l5+|qw|n&{@+F#{%qL}MAH_4`Wrynv^D{yw+>O(Rfj?M#%%BF#I^I=Aze;iC!`R2r5%(kZw?R(pU z=Gyx>_#jT2LW3trQ62@xsyAG>=>_h&<{=8DWk?YY>7&TNYUpktH$%ll&7Asu1% zC}^@$*qHGN=*SQri`2J?)pssm8B80+aNCe1JqO;nYUE33c=rN!*9&abu_y@34YFds zhyZf4#SW)0+H9+WTxP>grgSHT4N^J?ie)g1G*&z`jhMLz;QUWL0>%yhk$UYqp2iZc zsq~^}hm(`4Ph`J|b;oi@E7<#1!LOJl+`09AT6Abgz@W#H3yj*hN9!^D< zJ?KjNiu!G0oc^@2yg~23+M?{@t0j%m_CVx|Gx?tX`!UvZgnGnIV0?{w*sg=pYyrB1 zu_FOkan~>4hr22~OqMr>!9ftOze}9{lwCN94@%#n|Gf`?XW<1ztEE@UK;3f*`p4m(lMzrK0mj30-&xdq5=TUiDAU>WhN7 z0i!bO7X6C?5NoDGFCZo-B04d9o?QPn>N^js0Sr8}vFvKD+@qvQ2Gi4QgKUWt`-wpc7I1*Yn_ir!rPkOI5?A!G@N2pTZLG8 zDgbSJy<$%i+x zlKHisc*W3^V>rM1h5YkJ&#_HprN30-%X`RwJNzt0N?fUC%rg^Ny<#c=FZpl6-{Ch4 zR-XW)h~Iv6nQK9^PU@VcPkKD@%(P;+JdQ?N*0)~Y&I=JK6zo-p%0v_AGa$F*K4dL>(|!i zdY*2$HVAL!Zv^$CA6)fuod{j)1dKG?W^^hZW^Qa)HT8kUe}s{-t4|s4?X=S>V-hO6 z7hh)T>T3am#v&Tt<|Ci~@J?tys#`oZC_K!)D$T}mInltl4A;IH(_|ELn$P=8HTC#2 z%MD4|v7R&zbHMzMQlcV^1-@C7?g{whfU;cHf)Dh=qW>4m z?$HoN*_rlRE}gMb)l_>7`181#Vl4?Ti^r)ZNH-s!VFU}7YXg2BIzGL+R-i4kDMm1? z+th)ZYyIDs#yIo@kTLC^lg=a)nb^TH0Z|BeIMY9R^3Qu9`Ix%T#@*jpCMsaGR+Hxw z#NFF3)SdNd^FeJaUOFs1X%lSfule^Qkq6p{#tLE-$f7_DAE0>GiEMz;wBHPu5T_Nn z8^ga=_22w2q9Zn;Be2aNWx2Tmxh$Yx(w7_575#soYUs}+1pUO!wi#!+%2_fNdBwp? z?_JS7HoNb(pN;g*w#FqkdvTMs+iC7eZceI|XTu>wn^92-;l)UqU^fcfR%)dTbI1lf5M8K9($djRASN$LmV=y zvsRAbdqhm|6NtaPJ6r6vS$wlohB{!2EDL8AD}hgARViiR^iGfs_9%(7XV>zS@2PBK zc)DQ;rxIt4W;K^b@$np-Uh&#slql5CX!Qs!3(8*IxGjm#^XM&&l3ZlY7x_;kO#Ofi zBT5#e9&GWhCgC;2TirMHK=2Q*&p-~s*LX2)pks;WRT^tdw&_^K->}b?NEMO`RhG&! z{NUKPL((V^PK8l8V04w0=(!M&0}Z^>7>LoME zMgKc|2w+3Jteo~7{gDh)d)7TbgrE=hm)wU_9qk32`FJ2YD#p;Av}LQ{XZs6JJN&FR z+r4?GlWOJ1NJ5{S-Nn$G69+C(KoJX{`eKWG(UDFor+(IC>!Au!m!qXY0hPKlT zq6ASv-lPecvh#<5@U(i}8ygRnJlEO7j;XChW3tn`)FFrHfOZd5+@Tv zI@HD=2wn~`A9Xv#rTko7o+*POTG=k2T;ToR7?$yQMf85GZPm=bt*({@(tsaZi_elN zKt{`K$5ik*`1DTUE?*7*M?0XVM`{OV3Y2jdfZ8uwP}J8qNd!=#?d|Mc)j7+ zW1qHzbH|f|H7=9=J?bU@y`5GW*xk>>!=OA)YH#_e2TOAw1&0_U5`K@NZMvsj-z?Mq zqK@r>)((%Ze2FucVoKm@Sc<38mOwkmMen*hVrY?H>NhUF+;I8yVtVr9Q@OQQ_)5uJ z%q4)Z%J8mB+-DRcWGua_#}%#r>EdrjP0vd0JF?eiUaLAsiF+>~1=bO#*&@agE&kow zyT!%OC2D>Zx}Z{;Qu@8Z&CN?g1`k+k_{9pbNsdm5e3=77haOdf=FnokHE3pE@vBiU z_zO%FfbFX7CrYMbLwpJkj}QCQX3k?oK6UecZ;j;anjm$k8-_lLPuvcNkNBH z&?rxpWKhwwb@%^@aBjA*<>-UPUarGa-Xsk#*X*MwNJzaeeq80}(oADsf=vNm7l+=i zGQI-W@h4r5GIVHlR~lXrV$><8oL+Ahk*x38{RHlq9nxqt_$u0mXe^*Fa4~j+m#J{y zbWk3SXHIY_QiSoU{9WL@hq~;(7QP3&-MCOm6niQMX{;45fi8xUfsY8L@YA{p))rrb zO;P&ViMs=Fezp&^ZmY$S+G5(rokd^M;=HrRlB@*l{&~j5=UTGYE4l065 zia7T|%k)1g$h>KIGR5IOfj@4HgBOMbp3t0~@`MF4tgpDF8*Veh-`*7QyU(L{(jE-6 zKnO@cpf?Pb5dbiV8 zYz!SzkX)u&?I3pYow9#QcaA!wcH%e?hT2`gX>d`(|JENVZX5MGxCrk($B7AS;axy? z)mK)Q1J(~&Wnj$AHrc1>?qAPK(cIw4*lnP_#Wd!E>wO%>z{$c*!_S&MFgRE=M6$D z&jr5~y#u0_4fonCf2@Qe3n37`M20w@Ev-2mEz3MTGF<`>hK5)Hj~Tcpi@^o1sY)OI zozd+2bhN!6l;kkHFt*6@sKt@kg)WLu{ud`$G6dj9k>^pl`!FqvUPUj%{Oz*RW{?A* z3t%g1Fo-UFXPhcz%|oQI_vXH%y0x?i3p8;#FrZ5ZM|d;Sf%oj|$!w+BTA;#NVXUZQ zRbSG@lt-bT-RY{oo-*MWyu!lfdg$uoX`#MtQSB6&l1Y-ik{t1o84Sl8W4wxll80J3mMS+7vd#+&&3z3CR*yBQ|{vA zqkjk(Ec^C$@E@ZiNIj~O1IeLsugmQsg3Gl{Z=>6CAtU-~9U3F;iZr?xyDi|vm)+&{>>)X&(ezOT2b==1y-`k_vu48hsL2|E7hjE%qU z+8Z%9mme#eg&+e#1gf5a^6zG$R4D4f-=w_YS2zu{)9Gz>$b`uU8DP-_Bb)zdSj`O9_2SnNN#^tMgr{q()EA2yy9^>M*Z3oi$YPF5t z0Sx?}^c&40oJ?LSr8-l%IVGcG>(d80sh1uUFUqKv(z zfzTxw&GdGNFMohNq_D-9HvBGS1orqTx}ly}JxxO?$TYMtJX-Y8Xrts}-R->CGr~32 zkd%d`lmk;^u0Ltsv=JdaYj@(<{ag1w`aI&n2f_0Rm!W|Y!AJ#9xaw7y;xBdi+mpD< zhnTgKto91cA@yV*zYAEP-wk@sdn`02=!fXU`1HC; zc(4d&dM9PJk6)yXm$rQ6(di8${E~@m3LnJbS_;*dJF@b=FFkGp97rJOu|=T-bA56b zdkX+-8cta{^i<)4F+gUgA1Wh?xtGtgNyF@_fS6mL>*hdADEGkyl$w%aFwi#Jj{BHiie7NT}JO9Vj zps$kdOsqhbh~;T48RaWt%iepy-ghT&cSvnqpupgYr45sDdXIub*rEXVcw4QIksH35 z#`x@5<#lm(MXlPM3piGDz#y?SFYQA4dOFdreFawRrI1n>_n-HEZ)XWLs3#LLuzwJl zouSe^x0buKuzh6gAm7zENBz+H9ir2987Id`k803~;XxV5Y2PHU_F1>BkcL$SPZGH;)TmI|=a;T|edalrrzOob{<|ImOc2DE9usKd zPC`V3@&4k<<9DKJ23u7XUG0}3_SaOB<|w}_kw{#(=E3c}!6fAxf&b)e;Q`)a2ayxg z(E5fq115UUDdQ7ibA}cUUxNDZ&P*Jm)J5)o6=;ycaH!D%4IbL~0FXbDus|*5bV>+4 zhIa*vuc-3o_dU8>pG>LgGFs>bL0wl=D(WLgxr&D=9HyP?$e9@ z*471*L)fG9nN;#pVMoU3GifC+!L*{u#(JI-BU`_}>RX*? z%lgDWG4J**o_z=R)?W5{L*&GYJB3q+0Aaz1Lbm*s`bd`*rOs*NF^K&^$h`&`dXLtN zr;Wv_w)UMT`lO_^MMD(3Tc6$59OGr+UJN-ZFpasvsAVg*gF|yG-=&F6mN`r?{WjkL zdZ=%Qfs$^T{=jE<_mlD3#mUN9L?sMANHaj7SLBT3W!Sz#w{LKcOFObJ7k++qD_}W; zX%w|^n$ucEQ$yq3qr+Fh|G7HJ<~AH!*ccn*RP$#?R_oxl196Wcr%S^tvzIVZLPjz2eTp(3+y=4K>xOK*9l8b4)Rlg zO=zaEO1>I&o3Se=)_a5yQ*S@uS^E>q>|fw%Lh9R3AJsdyjDU@i=&ibB{WIUt+1%S~ zQm(;l_U67hvHRv&>c^&y4RVH~V)a<|GX-!DUnN6r0EPyWbv(;Rq7yu{jA>u%z}k?J zR5Skr>BJ#jJ=!X_NW4{<#Z?K(rmg{m`y%2Ii16bMlZ+I*5OjD!{CuFUoTrS10WTsT zC?tt7t>dNB4dkb#zLYklE;^Z*2{dkZikZRUutE71FnnQ)o_!MYvKzi8R?`T==L0rF zd@UHhBQB@MZ=#7GEocglyfF<@09L(XOa80yP}}6G>RIEq==9l&KwX+(Z9-DBM`Yn* z{^Ie-;E2v%!7fglqu+g2r|LCE|AKTuL;Zrv4Dn;I9#X~iig~nmL#Z58jE>}N1jn>E zQDLwW?fa%UvaP(lwXxLyXflDuN&`dp?xmRqt`~2Y=pHxm>hfhBZLSL-Oc9mYAe>p@ zL|CfV#$qyiJnLFCusIe&*t_Gp3?{Ys5a{% zS$2xOr`MHGUz&@2{Qz$h)U!PF9ql>2-&FeRnRBD6`E+-4U+AJL4MC2}dI2*w;z&jX zSx=3nPjhnlqZq8mF+;P{?ArVwO5w$5f>dN_Pls1v=+t3ORd0`5y;)JV$%j; z7)`Y&JhboMf!=a!zk$^3ywlt-Kc!~O!kaiQDLI`vtoT9^fc-%}-!%U)SiCH-LwA*D z#|WTTk!Yz*K}xCEkm4Pg$ji*-ZS&NZJpKcBDJw_K-A)5qq55FyOO zryxMLRVD=f^iNFh=uHevgmP8-bWu3h3P%6ed7l{XAgdhu*z0>i%ZbzT!GrV$vdPM4 z5Z^`<$#XzO%{$ArJ=^3M&gq$GzS(41epqO`Z<;nbJX8GHw|q8;Z9yVd2%=qmW@+6y z<=Hq5U)G}d4Fowp37I+01bf9`&}M#1MeJb&mN#C2U_eft27M}%9^rJg`LsUw3t8~B-vZAVVbyJBt9Ve5qca{SlQLRuGp z*s#4WXVXjX;qjy^S1t}eVI?diqnJR+3_2$zq>u+`F~0-{PM!xscIk}MQ`$Thpw2v% z!te`}+cb;0AOCsp#rSvk`ZfJ&&nXn@+BiT{GjCpk<)N`LfWIrU^YzdDIo~cZ`YULS$1)l{Z?YDham^rF>#J_^Y@Wrq?*9?|^$+4C{M2kD zon~@Q5VMco*x2SX;N`@@0vY85`POZOWB8wcolF{kK)6CjAtcvDsz1H5*W!^527fTi z@L!%-@Lv|qT4*a*%fh|Br~fq4iMQgvzTe?u@@3%-+xe$#N1Rfo-QD>lfo$iuNQV!&r0Z97*Dn34)=3czUPlFyb+p z*H2JjSxD2~cno;b+gT>>nEvG^wQY}S|M-T5I=G$RUL+6svQzZ0Qiosx3q_YfWegT^ z%wKDkNmQ1sZrbe8S}LFgSJ}TM1#L#sNGYYkLMCYUjOAc5|8ob?oN%IE@|ebu5VhN> zK#IqhJ#cVmOZybUCr(wB7Ikl91s5CT_T6@R?q*4+AC+^hTXU=4)_;=C{redxHyv|3NbT~TVQYkULBm6UAbI9b+Eil`V8Lh^Al4hbkBro z`T0C$oKx8G=I^Ad;k^a)olyn8-ak})1dU&_JU9qsafotCe<2sL>*iHR)A-)`_$bS5 zQmhy}?$mN}DC<_@mkF0Zx||Y0GJR-(PdVoTJz0e)*jP6UcJXWRJTT&PGV{sBwY_g!! z`7diuc#PK^Pm@shoYuf_tBj0CD=&jLfUDp^b&#@arpw*@-_d{DZlgO%L=a-Gr=*>@ zr61YeZD!ggn2j`?UM)DkDroPNTrISu64L^=+M{nlf%fx+pq8}{*b9k!BEmb$vUnsj z2jWDa9uRA3*KG`Y{4eC4ogiEs9fEMlS#54vE0uh`<+_pNykoNgdcJS1<|DQKJG3I7 z=iC)#w|boxX9 zHL~AhVvuvWBx&kbDw3RQxT@4UEC`}6aJWW&W(uHWIdf*(e)V5#N4N3}Lt85I{V)i9q5VnY&! zc!-q)uxC)|)_EUp4wRx9BW?li7*MKBBf&fLdO?-vSNCIgL z;(~hTpA%KB4XMqsUh*zZWn&5dWmwd*a-Vz(gtJwJ(mi;P7)6gsblPLg4zt$Il-%vV zlXRy+y;n2fbNgYINH6?$!5)BQ=BeV~<||f5WynUM!*`r=qFTxL?srDkQw_%2R-QD| zk-O3FndXPCu8y(Ugk@z@WtDeo{FK0wC4=I~a}TcFsT1rubN)6`_;oEYDm-x-VUFHr z-Wytwy4=BL2UYrEQZbpK37Wk_U#6N!O1j+ zm32{T#e^#}F8dQLcNS!3INyuA_gMUnUG}tlKBo z3C!)1Vk7J_)0lw5g<{}-+-&yg#PFSggArodz$Kc@*tO^wuipVT)F6bDtpA;-_nh%Q zyoE_gYn|6sbvwt+>oW2?)9Y?M^Nvo-ukes^=Hh7%H!bDQ0;fg?SaUk6-0uU^@H=eN z>Y`ZR3ta;!{@Sa#9>oKkQZU%6#M=WdGXF^g$W#t2YYm>TfVwm-mAQqu|L!aWzlwe= zP?1X3a`~ir9e|?aCldAH@tOXU<-WyCKO|!n#OjWNbiXIowU(+Wegk; z&;4ed0P6W(@iWqH-BpDrh#jNrFQi-bm_F6!#l=l$dHULmmg7p%!LQ;W_N{PP~1c}<6+0``Sn z87TYv3G9ax4;RwbPX8 zu}UfjlNG1`K3gKUGFBSi|L48!P19N9EI)@)St}Mui+-~>c+%ocJsj&@k1HKv}SY4v#`q3WFZkUcp#`2jE=hW`Pu8< zpt;%OmNkz$dBcZ0VV(?Qk7FAj)g&H$R9RVH5jZs@)KpgT)}cN>c`8NM_g6syOT)6% zUB>=--u}f@Od{)dMP%6FY9$9-l)zhKWWiQDW?#j6GAtz3ot{-9-ejvMT@|~3BKdo& z!QV@c08|N;;qOD)D=6R`uj+U;Rr_R}n3<&6eeri=qxpP=mt?6B#UXnRPs1KVu z+4NgJLDx15{m+g`Q?6(6D^2Z-;kq}2JosY{(=ar|w`Ub9_5AA$Mi@UKac?C*4cr+; z;w!6ky)fpQHsh>)`Qh^yM^D*&ATd(=JinrPt@wcHz0nP&cYA4bbKiF(8{yj*Hy4>2 z*bg$t+X_xRf+PTC8!;2ePUuB``*{kRL`MKKd*?)5h+MHW%Ti?UZ#}vO8gh2pf6;p90_L&5!vRBYpGE~dZh zWZ&1i1-1YMKJ~j`zg@;wk7Fx-_AWzh8EHiKTl}|@fGrqBtj!Ke+4oOd+Eh6pPQwto zRWaNnTq;i;E`a~$rjp{m0K14zh4YGW8wQ(i#5`h?Xrz>SMi)dEj$))HVMNiw{nB`o1xArMrx&?jouD3SR8+Fu zX)({B`L7@U@kidpPzD|tgs!)}T0b14SO<$14K)NKhQ3Y?vH<|&h`Ita2#*YGwe74! zBbhTH2g@OpU?oJFM0G@K@ZifAq386^q!g=y%>e1=0HY7$lOp%CJE`-I4jMcb)hghD z24-vJkdc~YdrE1t(V*UTP0ymKxiLV?khZwcS$!V!$qz*{Jx`-=PM{b< zF8+)Z9P%L8!H`CIG1`USu-0s5m^xSQQ>0C(>DI?8|E z_)n)8zFmXB`eVObn*e85?_fB%AFNxX^jooCv!PLj#F+#BlbG`u{=2>L{r}}e@h}S6 zeXD%=QkqEXlIP;r!@1T@)b9 z+4P3-7GPRdL|*TeLlq>8h1VGHTrnEOOGdGT5%isO4jch2;&p~!3_pVjJ}X$oLP~eZ zjAHoTB`~EqINZj9mq6(4yS>Ry>&z8R)y>}u%{>o3r($rG%_EW(@;p?^t{?kYknqoY zE0h!`!0rCwGY5I3i##A6)i9U0l^e!*4ycM4bfZEo*y2?9?mSZx$NM6-d!D{i2`dhi6G%aW0HqZo={4~jNja#OoM*_>bfF56P=F1{Y#M>{0zBT)u<7q9oCIF)u% z1Hxs9lMN!!h-)M0SJAi~-|NZA;ilftI^2k}oo`xO4TmX-lJei#V;*MSIgglZWWp=3 zf!J~)B}RcX$vj7vOVtT&pjPns6#Zvz0P)_EMf(d>h0Cj{(}ytj3cYK)VJn>cqCD(+ zG0=_O;vLs6%?OGu(yL}{7{S!-#%id1e;k7I1sX^_sri-T`!#|CF?=^n)B#{kpcYj4 zU+$@wMw|Ik2z(>}1mM#^5A+<~Fop;%n$0rSuLttio=K+Tz!2pFBMUO9L4OtJRCr@-6)U}3yK1HTdE*m6@aNf9;h=GLvi(`0@G zuqt4oR#}P}s#noNY#~uCsocApTQoKRz{DPx79dVshDjNOss*Or z9}T1kp0Y`Jf?~x13!2t()X*)3JzwuW*-*G|C}t2Oh_mF<=-ubmXS2>vBeXmSPBkvI zD^Ph=@#WAK?Ii>g`$$LV!*L8A4D&yZNlOD`_)51QKC^5Yr3R`y9H8QyW|T#m^#!kq z&m5gtsEe+xV93((D!+k+40lU*kvDVw(QR-G964z_NSuCwQcV|lDk>O0-^7d89k76M`6P<@hQo5vpneGMMsx6jwQ-US2-DaE3}Q-K z%F>$X{W6Nba7Uu1lCsefdm*zP0uWrDlc^tp$x;Oxey$FLP5gA_PdmIZj@Bj#{&^dDEk!;<)0F2fC+{q4uhaR_!BooNMygWSNj?P={e*3IF z)VDbDc+cNXAP%TNUMKrT=8{6ZN9} z{h}v0yJ(^3>~az&M(}E2{q#}8M?CmU|JjC9gy+8BQ_3wx8R&zJU8`=7vp?73DbWk; zGngXZv2Xy`QLK3B;5zVZfkq@~^UkW0epf7yZ7^pKD$+uMh#L>yCmk+&fk~JJOQnZU z;JWL#1)C@B&{hq_s+NK^y5SS>%)xaLvlE5Uu<`q&9!@7NFbmc0zyLA!>fvbV;M znezaWJV)R6{`rQGGp^#-0D@e1_C)h8{2inB=p623<-}mT4$cluDb!?%P^-Hpi)V71 z)GpJ|;uiFB8EERF2a-QfuKRQyAoPJGMZj;-5@qy6MmPCv49zOsDoczY&(ZA}$0M2t zA(l0xM;IH`G$Z@5V2wURGl?SFNT$yO$_{F1laO__U_HYLESBLd(Sk1)g;ov@#58)y z=Sh-IEM-u@!XOXqb4lsi@k4!0k{8)pF%9MwDc zf`^92CRqY6z5m-W@I^FgOCw{^8K3cDXh6(3(RGKudAG(d&a_}VoC0NWMMuWYFP^;I zAw{R|X3iH@c_6`e^S(s%M!=K<0cn9iM`%DoQF8>h`yMsj84m)kSoWm4mxkCYp;cj^ zTTl`x|9k18?~5A>e}o3aKLTl_AlXIWeg~QV$9;4~a*+AIpRU^!#kv;%o&CN#o;L3~ zu#@CI0tCyW7~pYLVv+QLgT4p$Ms9gv^_)$u`c;L^&e>6D;5s8TCx^dO#k#A|zC~~8 zJO5^~thnq=*Skq0^QO4Lp({cdNf%lRO7Mv$p$!%CWwjWljZfQPYG@N7)X1@-K?b4T0KBeJH`< zk(xmpeRDmhn&aGHv2qH1vN8&KvMz=O`nlng`?m5hQ_ItBB-uRy;I)dR?@!FOZHums z2+Fl!Wa8u*ULymR{dO4E+*AwosM_(Wl)Aq15?EQHUltcTr3yaIz`%^w??#>Y3s9w| z986{fT|j8A0houXr5^t0TwC)e^ht*A(byb1O*KhiY?j#s`7a_u=lp`HN3-f1t^mdPYjS( zr+T9;PWtCZqlsy(+eLAs#4FwB6a0=RT4H*oEvW)4;U}+gB#emrypLvD9t~8i*iU@f z9Ob0sCS!CYO#vw1#^s-gq=CGV)L{NZqULvbkink|{KMd_h?!o{$ z+f_Q4Nk_}*etuHl99J=+G;f23cp5|~?}jWtUp@EfBm_=j@Pyw6X9q+|lTs@2kXKzLNYkCMD5xVCM@du-)s@fW)6K(N*!{ z#;|)Q%UOWX2ZC3p^-cmWgJW@9{fS|8su{MBx1}4yZDy~7K`eI&3Bc__m&`lwcGMn3 zm_<*Hl3Y%{iT!#ES2`d*j z4!9vi1_;Qaa~Uh2ESze}#kpq|`n~>P^l~veIx5ET7GKqGi-CeNC2it2E%~La_QqQd zRp@=5`^!C6A}M?VW9YI2kvDN82TTK@Si7^X@_ZR92>O!d!ZIUW{=|m(Gqv_HSu;^Dl05KrjQi+-!t~`dE4H+~vIaa?E@J%=7_> zuk6Z#m)@>BAJkj}!sP2?t$o`3lJlnJjC(`EYw@G~4ARiA^YH17n|3!sY)hhm`2pMneM|;^8~aKe4ncqWm zIea3grzMiWm$N7IJSp&@L9%Tl&cpj{xOi4PPlE=9q&NWPctnM7(_XqDC|?)6;TNyj zB5{|rPjH39QW9qY+e8mc_^d% z^|;yKN|JNitzrbjc^4b2p8;0WA!PmWeTuqm_X`4-CgpA~Q9BC0UKV>UB`KwBxm3dv z39CfNG>b6tce^{e=s@sb13QF-_ zeKbB>3nUI~=+&1a$#)|f8VkRx3@l^pCeSE62a)&%5Mcerx)C}kV+XWx5bTW|oyUYQ zvoX=mTP>^+#^*9{S27luELZxsrSac)6>aBMd|DB46`$%#Be!3El~tA=faoj_Dt6syKbG_0lFLv#w<$_0upDfx)5{i2Hcp zQ-yB3HYC7_`mZ%S1+hrCBM8*kz}Ny;1-+uOg_*-gZN%UVjpUB7<&>xXzBB7MCUru< zw2RJyj}4z=q)lvV}gHV(RN!`hiO)Hg__2c3GjL5a+p^&o&9$iz5LWfYHNFy2qu z!xvC;=H=;IK%foqlA?f(H~7_FO2F^sH2?B8?@8+%`StD)kqaT#x=T7Ib9e2rK!7a%zyLk^=Do8DqIp>eQtD~Xwy3e%bztUiK`jxIln+~ zdxds7s7(~}CwB-XvZ}4gx`;r6=M+(8oE^`9Ty%;wnnBlh@K-o*5U?GraZei-{wQ>^ zbJ-itQWDswdZ0Fwv~ezWNUYBt99#Zg!w~Q4;@T`I8YVe5YwOEvdM>RkGB-c)S<%{z zJ_#b}2%Irkj&YTJX5Q4u%|D4^dV4lxPisWW6Jw3^ZVdnxcZiYpd3>LJy;KenxW;3U zLwMg7a;;=GTI7W6)NO@2up$3>)6HJNkIgwTc(Eez&K6(GK zH|;KyWu7LpVy58JPxbUItfaL7nUEw*B9`Rabjt6R%Cgu&@}i zWX*P-A@~Z{j_lACA`5bK>4R_!dREXA_E3{!_bV?=WER{}hiL~R&Z4f3Rp<{g`Q)`q zPNI4xR3+>>8vj*>_Rh(ri?_{^ zPhgFoDQJ)?Jaem~mzr8oDla#Rh{6%vXif&0Yc~c-CnItd_fxVT_V3k}ajBNqkPM94v9f=yQ!VF4yCK!v#oP z6P!Hfg6#XU3Q%e9*}X6o;pbe-ZW$kPb4qBFk7VI(@&sE38AUsrVs+?-z1NCW4}6bZ zfJR%XW5-ICL=ENcsndmLjp}R6n5ILK#GM>RPh|rY^3=WhgqrU8Loet2))}_6jTRTz zGt;Ybiy`0ydJC*34XP6^b+VwfE&Tro&OSXzGwGKqiJT$O6cK^USCh73pkkr>?}HnH zv(VrD*pQ=fgbAA-GE0(w*Fipy{XnEU!#6rLf4P79QknUa?H7U=#j(zi1*rmOn^o_u z6fJ&~{A1X(wZr091H`Zjd}_a)RCXhnw_sD)9y&Gh`=Y8YB88KXC4AbR#Zd>Yq}u{X zNfcU_)^&d0pkebgJ#pQQ_uk%CdNZQ0zr^wxWatVEe#zV@9hkzO$5~f8KD10h|@ofg!t=tiV8ekcp1C{jJG}W??PE^Sub4bXnk5gZ!ICs?RwYTk#=GE(J%sfx<6YQ z3vOwg#3t~Jd+u|vipHqJJmV4`!vwriNi3*Zu7r2dofO)U)`JsoNH+v0cz-TB=#glY zPDC8z03mtq$?=mld%mB1^tkN!;JuuB)27ScYL7e$s(yM!vu|crH0K?_tjhK)07*=e z!|2~w=DIBAo$SIj5TN5J1zT+B3;!G)_qEbeCsVzZXsg+Y*ow9LjCF+;mL5?in|+YH z2$MqWr=*0AoU_`dDeu~csQFhdlC^gwm6ul_f!$?cH20@_9nICdW}3e1o*ldw;yt|k zSiRX{gP;|~hOiM46?x|0qWHa%BQAREdovs}Wz^TL=r=|(@wKFpF@f$X@zD2xJ65de z9e&(JW2K-phK+|2vLN0tHn0t|9dOUy{=l(5A zh*f(e4ZOKB7Qp&u5J*Y&#K{==@jo{{RuQ%DBOxCZ{l>+)7+|pit{P?oiA}jx0f8S< zJ>N*lFTD$!+wF<9e(CNjgU(+!2@C!4DTT#9hDpGEY}psfX=|JmnnfUUOMCKFaH2Od zPc430xq?AiBsRiKjon8Ry5_hi2h}*EuG&Oir%qYZt1h>#V;F3)v3dTehxs8T`zu?* zIT+0Zb^$zGlsf!RBBnpDCATJ=zAKQmTgRdRZcHwpGC3^!{j5R%a(*+L&1)~jV0tWP zz5T_5ot6d;FbtNVSdQxW0>Q9FnG^G54ozh93DBibd#i6}?Xi}}T%&du&1YwSQh+Kz z;kL5x;F>8MnCQZ+{DL4(;owHlH~VL<)Hy{W33M>z(m;~(0bxhKPbc@UC1)Qtg1~R{ zMCfIvenf@OiQrrTkBcfWOw#s@a*|Blo1 zZxf69O8huBz#bBql!=za>~^aflz8UAiHa?jsk9WNIEAsl0FlV(gCJ2O<@tAYr|w1A zTvt;6TXVN=Pmt8l{v8!t5N4p!dLhZPyW3@n*E7k`UEe_}!~0qMF_=v4gk5V07Ay?2&T?(AHVISA~rDkQ6x!lUkkR!#jHO08rTbtw@cdEiwDTVU}ot3XV4bEr}F6n#k32kGa zK|%lTPKR=b5dza9RNp*faYlh-tn1QQB?@)5A4UehJ2C00(j_^a*A-I7F)AHb`T5Uf z!fN8a&{#2j6ESMtn4|yu(Q6q)Zioc&s<4oWe_&g}TaO`Txwiut6+@n;WBtcZaDxaq zUDMz3Yl!A=8oi|YvpCs;odkP)Rs_deK2C`g3;Cf}k6$crB+MPvANAlZ2-Xb&i-1E_ z)8|Xm&<33`f9!$rfmt!4_{TOq7?|Bk!>;gF!iDeGExVIf_cp$ty10GBcR-#QuS!p3 zUYgsw35O;;ZF3RW#_%*lO6srN{&oR!>y#Jts_#LBT4w*+tIOq!;7f}&!6nAhABNt2 zKADZ50goI{BxG!B)yB8XcdDG18$O2)*t(6ty>kJGv^`(_O3T_s-h518Y61o0wQ{re zbrDn8HM5(-F;B0WvSGo`1!#&v;>&=Lr45f{R_Iv)p|n@g+m%%Z}e z8NkQa%QOYhQnf7pF;pY4X}r-IQDd2Rk2^?T+`JO5J!8DHPE>81wz{k-q4AE7DFHf*Wd@GZk}^?Sl91HRk{pXFNX)1RL-#W&AknQX2+NY@bC_RT*#3bLYC<(iOl-c(&%eRl@^)T54(2w&} z5O=dAD&YQ6XZIS;y;Q*Y-)tz@aeHFQnB>nrOID@=k&DH&>-E$S3j5$0@QWJZa6Y zFU;Mwg^tM>d zMqCcQTGPc(isHR}hm*D6F{(@aR;U6=JV{bqP;2w}hgzOXA5Hc&Si%kF6e)0b65qi} z`zTo41L6ad()pxfZ{QNuSq_=3XXAGfz&N-#4aa~TTq)2)nqTE_`|pm8?IKE9v(pK9 zRJ%McEIc%6A`<+0FM)?|ap7(8Z0|t5Y)Xd@4b{`0|6g6xU#&pJ&0W!Onx zzjBX|hg~?(N{P;iLbvjgNkY@xAPxDY`_<3(_|Lt%#e0e9cZPDKjgCngrb>F45Rn;1 z)!2gj2V9txbXN~21akK{eX09IgH++AZ+48qPU<;eSQCW<7DEc?5yXt-t#780*n*OJ z=MhM;u8q>Y0$kMX?31-tciZdy#%g69=egKD(}YUs5Gk}q9iufO3^piw;EVt8E}Ikc zKmOfhz>Uo0C1c{6!??LhbafL>^}s(Wra?z}c3|CZl~Y<|8?y;ENS_$=a+ucpetuU* z&~b(zP-#$DB@|PC%dQXD)TSz6b({JpaMgRhCpG+bB0soDe|+Z0+r(00pFR=l1SXOm zS>iO<*6q-gDndl&Lp`#}4*jD=SWFO2Jojtp)L`%=f$3dnb9)=xKg?o`oZ;8bBn|4n zk3TjyKlFZTD<KY){@gX zFzZ~e)|y?wpONyfG@OrJ-hp*dgf|~QrQflw40&skk9r%Fa(n4so@4B?Nj;$>XZ+c| zV3;^B9G)tJP^p`^pMMbUIJWbS^2{T?jWn0^jHj)xk)mD{-Z`)0~;$V=N;NV(5J22Z zl7(Kn{wiJ7uEi*bFgPFJ;+_rp&J<|2mf7?Nr@gcFa}fTX`;3=Zd|DuSVA}fUPZ6`i zoz($0$hwl7Q|n-Q{BXXyD%XVmAggWYRPdiabyt5$6Er70pi7?0ofUe)zjqQgyc(%Q z5;$z<*=u)4Lx;%CLVvHw79>P2W4j;b_U8K#U7NuZ*2Q97|-Y;cb}(#F+}#k7VWJQx&v11*dsQ6uq%BHz~l? z(91{I6&}seG$jK7l$0tS`L#VNV-80pF%u_Dv%AMxu|UhY=uWrqO;e(p{`fvj&L-&6 zaQkmAlA;SW8-aubgTxO)g{AYn2+1;`7|jXUFy@w= zaW4b(<<#ZSa_!CO_~EV0k@^c#d6&$g+m)gsNYXTh z&xlfni?(7qj6|FYQGQ+_{!2oqhHy;2J}jb)Am$`N(b;+K9NE?{1+bplD5Es4bHj;0 zS|22ZSfHB^{*g1}_ri6wN4v3F>Z-

U+$!C~_*)b#Om*Q)ddBmMWsy$jd0UyH#2w z#A9nqbh4H0OQS1rEazK>|arZl7~iCPYG&yUsHRnJC?I|7>2WlHUr$3OF(;9UY^;@py>zQZM-u+rhm~1R}LUce0r>dt1V`h|InmP5j>`I&USC zCfka;k0=dpMW92LU}Id+W*{>9<9~Ptq9TqWw;*lRI6P@})M;~8^v;pK{l~U&*7C7| z?gKrog&qVtj8J0{xZPiz@E1;6?$d{wv@fx48# zNix1W8&zmA9ZsWOqkt3Lm<|@eK&htTSp%6LQb2x*bp=(a)47hRU^C6{b8OIlrD?AYN!Htk*n~@DGCZJDb&)lVx9bt{*OgVdw=bvFZ=gOiU0*hf0-%wJI*77 z+$!X4O4~AVJu?{Vb#_7W1E76TVPk1R8~qO)1Vn(YON*Y(jb%oALV{Tc5V8PK`wRPV z+Se}(SGD%|`XKo^RRh?IHj8O|*KYZ^3lw&sUSY|m7`^4`6XwK^uMa=5-d;p}ziy;( zj;(^bbq!hObTYX0V%&SDuBS`*(-Vl`!;x6dPHL$4CC8&*;Uq~e>aC1a=K1%Y*n&jS zqp-H?7lc*OW2{Ch0c=Nn1xYTyagqp->e1HBc^8yy=_wwBd%Q_Q{S)*KcNCG~Jjaut z|IH@<74FK=p;f*%hC?GPNOezOJN<`MMm#8OdoK9O_gdP; z44!MZ0RsbDESBV=#a4jf>iHxj)Tm(l16g;g=6U4KSMevtujbg0zIfky*% z=yM~cp8S{P;`jZ?uu)V)Q&~k0j`b%EH2uYp|3H3(&&0$! zT|`x8Cce=CoGbuLZ}Lx7SpI2u#06t+DT%I z(W8oYJCHlJ%RSG1C^=YzDorv8;IMx}AJ!($PMQ@|u3lRmtoEYE@TkNGqY#8*@h4M% zSXUmULlxEX#>4x)X=$|&O?UoL&*qc7t*!w(&5sG*yjz{ktP75?QmdyOpF05mh^*qq~0Oti#rozuiR z7fzerXNAJ3pPBp_Wc%r|Dx;nMj?jOf??#Y91~N~7x~v!S*KS@xm-RHlKE6r^C~@)|z}31&R{wig@|kJmcGoDPhlGmmc5eyZ0}S zb?Df|Y`d(B(LVhyn)0MrsVoJ&TPn7AE*xERf;QNkF}ybzycIMgsO%#pF1cxZ6C3X( z#dd_RIn>tOQ~G+@TpngZ!YB>SGDhWZ9n-IN*j#(hnN01-X78pI9&eOT_vR{fh#w=d z#)3p3SKzse3Ge47_726I_Rn}OWV5@x;-- zn6Q)G+t&vsa7!w<%%^bcY^Ht=Sv)))(lNFrseESZ5_GLacz>Bj9WU~@vQ)SK_^E?5 zYu7T%jWrf269n6v! z|MgvBOUHR`~H4vP)-LWr~mq2uKZWxfKCzNvNVW>qtnXdi_FnUEP~aVoAv7 zrN_&!m3mSm!9y3s8ZhCR9}TS5_D;;5&n=fXaG@;l>Z2O=0y|8{hS<>O&orUAIycp2 z(~3wBvq!H5dT1CtMieuZA|Yu3`_r0h@W(FT0xqP{ZJLwN0om=*7sX8O&r@soQJ7n~ zRe%td92}&TR;?NftsZ-_`3}E6{ngoEW9^W8*6YXgHE!gjSaqpUE;-rFiC0B|p>ZIP z2|q36em~wXrxL_~g~1$sygR_fJvo`XX;f_S3IsAO8A!K-Vry<{m~r1QwWK9q3VOOZ*1i7lFq65HuT+^E}_Ei?Ti6)8Duh;y#S|Jlc0IpEH{x)&ecKOsdze)n03N^E7;US&;Pyhz}_W4A1 zpP0r0Du;?|Hd}bWE&ie5ASeXt}7Vo0O`RmyAKV$ zjVh*x&iBgZ_7=B4!r4&F@>qDm4|Gg$%-?bgrbMYrc zq0Ds9z=ZZq!096zKjpY=y6n4s$S&(a_IFMw7ER-+WOMRbP~Xlg#%N+V#pF8*34qbK zywSfCJr|k}gk*J+%w06!0pPX4yCiMJWP<^vMUqJMrwLd7_}WZW@u z%c-V7sADCqtR`}khBZ1NE_w>fdZrE6eMS7UQ#+Z%3U{8ln9I9`K>Gp8fhU69w97)w zd5497yA>jOC2N%XyfOKT$MCtsy?iD{9=WRW8(7r9r`#3y_FST#506GRlDJ2!OEKMG z(u3`QhJnCv+e#niyVRgj- zW#vuDojaBXQ%;DQ=d2hmCQS2HXOYRm7b(@GDdU#hC$1iO?J47!5(g75*8bI%s|uI7 ztoo~_*FRe_xPDi?Curi}&t2us$d1L&Cdb8V#w1}AZZ2iDhwKaK8x|e9WKRUZEGSCi zpLfJp2Cm#yZJPQ*RUsB^$z&oB0B_?&x!1IGL(5iWy;)IGxg`zHff$v?k>H=>6SMd%;wMx0{tGw>fRe6c9u3KDudInJl>|6m1@5W`FY?xx; z$GGcFq62q+df3?1!p0NVOT^tc7BUw?BRN-pkR_D(!}zm_fo!h0T-LJI!!Noo`Sm^S zN80H}2b{WUrc#{`S`OJs6d`e692aFk4)vn|a&o zuSvX*O$;9!5*BBIeF%iHsU!wJ7iihmD|FP}t)IU)iBwK3%`x*GGwa95sNyuFNqOzwz~8aM z$Dw&^=L3!oeLj>c1JvKzm(=gRuuW$@7J&PeCp9$K?HR-RwCGo7Mt#-UTh#~%#^r$2 z0U$6R_Q0X9GL)@Q7T^G?`WN2I($*ZAnA2LnW9b#(?orYu$go)@6qgYzr9lo9NzblS zwNvO-GkW&FOTN+g6>aVYL51s49DVKS5Tcz7?Do+I${tAEH$H%y-Ba4j^AeyaLumd^ z=*{Jk4|e6rH9<{n~Ze zbnv3Y^zNAK#!=Agmh?1Q>>!rP3G`FNo(Ee^7Q4_#4!TXIK*Nx|2vt)Xfv4#mg|6M^ zWFv2pL^tutH(JSej`d6yTZCTqcyf>T+VoMln`_m?1vW&HLzuyk-xqi44tdZYOAqa& z^-i42v=@ApA$!7y^igqlx(mbOi@g(*yMBtbNIGIIgG3tP%=;A?xM4n_wzZ>0WQQg1 zx+}B8v60eca(T(!y#A(ZNo*+L*wR-j%=J(exTH$4`qzYO;#eUQtip?8VxXOTO*DC* zv$?7Mkv;sj*hbFeHX(|6um8vea~xAY-;{<^(NHib3^nS#po;+=pi!+3U7P*lS$+W7 z(<+NXlkhV2!gWs?9yZiSW2KyH@v#u6!-o2_2K|Vo*%Sz5Dpp7l3|kY~hA$h{y9oh- zBj&M+9Qe~gP{Hawv{KUOd0@{2!VoABn_?mUa%mOoctb$LNo{x8A}zAePAs8ZjtsrM z-y&3jovMv$k-;kBM%FsG%C*PTyYr@|@aa)`ifF5=f%a-&D1zW^=bXj6Oh|}Ut{^DD zFO#Q*>no@)X1;AMDmsO6k?N|%f^+Mur&>sdDCf|BUmtqW#VP!zpx_~p4LZPQgC6li z@!9gHyCTqwo~4^T=zqjHSL`$Z!Rn4lSHIrdG0PI)V^Kh2p>`Fz6qH_F)#D5lcKrOb z{PP6HFIQ%ouIB_|zEQ({`TT6&exGL&NN|F)pnc-~idAMUda^i1sR`c6fHV(=z7JA4 zC=+EKn@g$#pXHqIXy>(*bbaEF$@FUy>>^REmH(4QGfPb$3Sa;8!M}X4UUw{~gP1MI zQhD}w1#E|IwmPk3<2Ufy9oZ!(K0tG?|| z$v0R&UN5%?Jw=+2ZVdh;i?)xYXeDqX$cY{%7tW#LpNa6=8`ws7BvG%ZPv-b^0e0*# z;)-G36vWaM&G9Y*HlTr4p1?_=d?;*-370)R<05;=km@dD+unU0TI}T!dRD(T({Nno zi0G0mlQ$z$YKtcc)Yc*e`cK?@j<6!kKyMbH{%OK^Rettb-Qnh9K-Zr=l9ajD$nt$n8;xq6|nz?EGp?|vot%+M@Z zrFT|KP{Q<++AK-V2645pzBOv-#jL0?z&$BZz^nu$GPDMAsOUbYYPEdR#`4XWnfKIV zg0H+BH;gI3;8k?lv>IcKe@?WtY3Qr7SG_X6is3yyr+##uJE%Vr)}@ccxYreFd!P5=VkK73`mc}Sqc>24;bZ;KnTv0fs?-% z$6%m@*A?IeY2RHx{~i5pDy9e7#^xfkSVoz&r1wfN$k+Rqz!X>)O3# zqwdOMo-~Vm3tw=1G?8w*JIR$LrH4KYd3V+2d85ljeeX8hH6TdzQSZ@_K8?R(o?6C6 zA^;KnbA)fo1u7k71XPUX97K&-CsitkCYehFmwEEMfgt}n=rSdAg(p< zAWt)lpayULTX7Vt#BOx+T0B}Msh1gkr|yqjw7fAAgr8hNhBvwGjiH}Y-j_MCNivUU zytqh0C^W;gZuJajdpS@9OmaGS`G}>c#PZovlBQPv(MWsnLc|lx_1P0&4Vm}P6<1dp-#BKjdd8b?Y#gPc3>UR2i^%t)(W!t= zJz@Q9lq7B{=i|niB^RT6o}i#2m)F7O<8p3%eO>)t)<$WTQp%Tx6>uGQU;tXUwPCWf zu9DflIGSy_-vWuaJsNmBq*RM)pYa4R0UE}9`={7XX9S$@wV@B4Wo=?rT|%9g>A(QP zrdSvl)XK@y3>>j-u4a5*Wuxb$|;iZkQKArNh|K-52aR@VI4-JL{j!3@`OL8Boz z8oZ?d z7kNuoE5)n;qXr|+rc?Z{54z6%4R!t?D#6AQXF2R(lv;Jp^K_f0jzRsko#C{|EuNfP zGiKGPth2k1ia?C~Km=p;#30W7cr`IlSn ziT#>x`(BFhg1`#z#Ye5EHPq7ray*2CQPS-~U&y@rMnvPQ5ls(MYFDFK(HB4+mTwe3 z`1&MQJh#k}f@i#5c;DPnLlISI?o1ebm57|xpXlRrHz!YZIO{3?olaioe(YD%8Kz`0aH9qaX7Tz@K0?ny8lO1^}D)gISNfgs54w#KxJm&dGP z6;dcl)}3o-FDJ4KS&;FG%uPDWJ{eX`b0T{1gEb@;LSh;fp!8jXdwRT2^bUCyYf6*! zSZS@je>lB04JeIu@F_A&29Sp<9z-F;JTS{Z-@K=us+&H3%VEUtU~GKuxIMp(k~2ju zTGN28qkp&^Ce*BvjmAkN@Agkm{O1r7deF&%{|m0xH#>d28S}K2?IopRJ2jN=LgnaU z?ligME3=C$~4h`2H=Fy<;^~g}KC)bklZi`lN)@|8qzl#7TZ)Ew6Vxy|6<6^BJEK z%`SmrK_#tNEtaS=?+Zjl_GOU?2mjz}&|?2A-lACTjuqQXCEY0qJ)yld6=oJ{#NhG* zZH!BO{4?sUS5Eah6VM|65Jx#c@ncYKL{Z5RUV_G>MC~TW^SU_A-=@%HNEjlId;x10Ii zn0{|0CUD-s!a4_K@jPV(yhI7rbM6G|Zqv~#*5NRTwITo%P)aoYe4gcNOLF1qh^F<` zHF|VNdVK|K+W#xQSVvC?`LAY<1){=#H6u-S4Whk7bCWJ_0*(ocQPa^f7b^fmOxx@&t z)J=E_oyICqzRRh%MMouIX2uUJCpK@%iw++;rl{|lac5fq= zV6wU%s>vgFu!(v^pM*+49@U}Jl-^Ic-w4}7sh)J2?A&Zy!IR#haB1IApuN6NctM(& z+F#!g5#Ex9RyQ9zx|9xRbbNZ0& zuZE$=Km+Dr4n?%+a!+GdP>IY7FZyjQe}V29Ni=@RE`F6y9aN|^kuWNw~?x0CWZQSW;t%(4!{mA`#(6Xy#11k56ZUV_5Fs6k78ups!O zkk)q7rPMZ4E@42>QO1AM2k{$WX#|86gsMIMqrLTG)Va*M z-6bJy4fQ~0_^;?ZePz3M5a9Kn{yBWCq1oK`QXyZ%eY@HoJr;g)Kgc?NjaVgKRp!)+ zoqp{aG``W09~C9s7@G6kcLeI{#~UWW)p|L#we+74j#Gac-5xnob+LgpJiTNJBfzl0 zsGe~1G93)H*w~8*1@#lBEu9-CF5U3HWz<+UB0aQ%5w5eT;WZSN%1IwCR9%X1Lic#8 zH4k&CZ%WTDRp^DU{F*#&&iH-W{*gsE-ScPsPPRVST5T-pxFHo|kfx>4CsWn>F`G+w za#Yis51V5(l=}Obd)=JX1yQ-=MMX_?N;NzmBGv4l4+dj-b4}zoh#s4}V(b^|GjtQ#*N#ZjV7=6U+lZ6ovtB~RObpAu88g_0$m;}S~<4T5U4elM-j zxqp&C$2u7~lh!Z+G%6|ufEa!aThv!BvB!}fB z((b)5;Rr*?4UKHg<(A}~Qn>?5R&+I0EMg9b!jeLE9hZ>r$kFQWblDL>Z5dKkWue=i z{L9%#30zEUICNGd70eR|;wSxX{sSt|dZuVujjQ(dnbc@1(bjR3K?06U8ZJ)U061hM z)?o&NkJa;c{tv++(6S3kuRE)VCN zkuUo~33Dk4Jfm0S4=3#2MSBsXK%&DMf}9RTg;R}`uC2tPYh?ZDI+%OCnU_6fV&H7V znj9WBwS^TpxU;{5-$F9dY2J3Kjw9DWxR7S+&-)e)?P*ivKl zwAAw@=%sE}8@f9QA14*YH9~E=1l1Pje>}MX%2qa}n&>Dm@heV3 z7TgQk)U(Dxm$~$e*9n+XQ}9Ru((EE~*(+9RQUinql@uZ`sxx7&sG&Pil1AW^YJp5& zCH2n>v;=v(4x^VT5g0yVq*CXL^2;>NK4&(zF^jH9a;9{(wo36N7N?XNJk&NH7%-ld z4+T{d zA?K<)+0l)lOC0^wVPBoir9CO#)Sn8DyRHmsFQkNKlGarjP}(!p%iJF}$&OkDS5N40 zjeC26;fd95V#8!y%IHr&eXOhyj9;==S7ZV&9skDWm-6O!&-0Us_^Ca40%WjEymhdV zR_-EDH~?^~hH1UaV(5Qo#dCA#cZ{f~v3nTKiWXo=aujZ!GQ*9gN5geTd;iF$J@5GH zY{Y4sjhl~4Aak23BJF9>yJWks=&3uO(V>H?_c&Ds=^H>qwl-_SY}gzf@3qjgOqT6s z&hjUHzPUfP_yt!uX-on5?3xZP_awOvFQbyPoHn<3p`)jH^WRkLx-;f9ZPUy9}1uAYT2a)t6FN0b5 zxMuO=ZyUq6I4vhn;63M()48^i!l*JV3x;KkDm`u20w2C4^nK=BBq4M@`x%T z_VJ|BbMMyo#>w3+lL4GH4etHRD9k_-3%TvaQpR-Vr0Hg3lWV8#0FACGAb~DdMH%Ir zEPzjXt6&GreH8bTEKT)cB%4E~l?*5lq`H>;&@569+Z(RPAx==vc zKedLMV!R;wVwc2&w$!8N)M8Z6I7u+nBtI&kez>hFy?|6+3VDGtFFj(md~^Md#iF}* zBZW)i&y!p`KY9LVqdRWM%@wQ(LKRTay*ImZ;C2}iZ^KWB_6}Tj)d`?W+>V9%;1B~d zA(t0DxjuL=xthO_clrHF^<;7}jZq@G8XFmjL=smbfbPIdom$gxsm%{;|2gR9DDoDU z*yJhOU%-wP%aY)!@p@r4rQeMNxg--}h}D5YxGGOdVn#z=IYGyQe-?qTT*_&)?sY!* z?0tS9c+#JXo~s^{9s1-68JyjXOZ7620Sj_Mo9=a+&$cw&d1Af z@Vz3@!NxQtIC{A`2$9F8vK}5ggHN479+YX{5tPwOz59OpV;X(_E#>OwBiHyGTumWd zK1TS8>2y3b++M#siaE0T{v=D4Ij@IhD+^{u)2qhGQQfI4Dfr6>a>mTXXfG0#E3|OhnY5S`E?^GB^-D|@=U(Js8^GjJ} zaW=x?&5~oM!eD}u!UFWMVrtt<-rwdydM%M!;A?)F|A{M{bBI74il@SGZDNA zV!Lp67bBHybtEAUeo-A#0g1H6f{nk%7cch8+QoeoUUKm&nLe?qZ8Sv7yMZf$cMv*L#dZySu2`Nk|WE>IJ&0PSgxXPsuS@0eu!RLjxXDtlU?tGYUXW5 z^HbLZ$PKc^C0GZ+=33rcmldiFa`@ta%8%(@7O0B3Ncch;`>F_p%Lr#C- z?e%~fnvxJyjPXbJVvmnUn4i;sjJy*Q`U5b6)=O9E^Wqmy!nfb*@}Bf^B6JXJCi{Vd zhkzBr+ijSTo8H^cPg!^c*e*2fC9pM_CXoW6=Oq#K!c9frK4|^Hn|^!_S+aE`c6V+i zQVjWBtwpByKy9v7-|wD}t1o2l3v4Znwuic5zFxLcTOve9<(7O`0^uPaDzPgC2=ZGS z?0k8&Jkc&>;r^fpbYnb`&kF5EIq zA!N)D$%UC3Ej9I;sVS9Hnwfy)0wgHR*nFchAijf7PR-V-7mx=QfGt-}^V#)e;tjjb{S$?6&F z(VD|~uAW*?vkFqh*~6F#|CC6=a=L9?9c6#8o))U5HVU0*k^2(2Po3c9INFV%JUzv( zN5ovqr*yu>fSyS6yPN;W=SK7Xi-gD=ABhFo21Vx!zYAS0YRsS}XOsxei-`9#{ZSr=B?0s~QUN8D7t}B4Rx1?9>>j%V6X8ZZWga zxhaYWX%79+nW;lotZ1DL-?w+GFXFj)D~OKp&~l!pB$X|an_-2=AeXd=Irs)k)ODgf zWN?u>Qg-LUrot6=^=X_cx~EYVOgemS3ZKBg&CwQ-E(fMO-kxjY21$X17WCg-4Pe=e z>Jv3R>!yNY1jOBu!~B@A%0o2y*IUD72@vR5Y8$BgLAF?!uhy^6u8Vgz$D>o_JRsQ= z@2E=lL}Hc=f$9{h)K+)AXNT$#eBk>@)>XAdG}`3h^YI+8cAZP=or@yvT}?{EUR{ zJN{mN%azpsO8+1iE&uG6bJ3;KVst?IycKC@%cY`S?^h?I(+8}b2HKK}*CrV1I1;F(Dejj(K5ikz zpNX*vZLPx?-dzM@+9dcesEIB|kn(vu=6TSjThs+;AI(dC5!h2v@F8v6BYF>0wgf!k zblbQ$CyP}a6$I!t{qv2mxp21d>EL?ZrGST0&d^4C){d9O3AI(VbbqcHs;OY%S2|wR z%vHg3P0v>$h`La1EQ=-hXQ)3c$kKHlp1fA&{XangQ2y_mboWL(vGO^vlZ&(0EXvTusHjh*5-UAvgNlW8ig)yQq*3_kN>5cw>fmw#J!CvTY1UNgC- z07+?EO=!qaVJD^Wg(}LjnK@78M;PeI0k4vsEyX0#Mh5uM_^aH&n+{V1O3BUv>ogV6 zcXHjcJ?qqcPm+U$-9-Vny4kk`qSL`Urd&A?D4Q# z+q%Sv3H0P%Y#L}REa8f2jb-DsJMm`3k448JHQcYBei-A3l)6V@fnWfS6jl~S?WCV< zUqiVR<^$RddurXm;>V-v?T$w~KdJ~(FJIzQ7#uxeNAcw@1qFpDQW~KM0!@qnZt4 z?esn8(Y34(T3EQ)O0F#yY>1bGBh~H3mjK`n7$X2ZSYn)cqgF2L?d+?!$*e zC|vPeHn>=1ltdE$%SMh$Y=;$^SD$Y_ZSg8M0&GY655e)iebA{U_5(DbAf=enKLPJ=W|EG6(G@JavC2WDLs}cTMt3O@$CL%b>+t3 z&J!c&QzI0`w98ZvZ4psUkbKC!eoB5>vG0rAi=9j*-T6*UtqGW+shCmR>Hi*FgD)Wu z5j0+DfMx&hlMpB|UNW$a8>kM}Q4+Go&5bWb`U>>4*FlQvJ$a2=DSs)Q6Y);*Noz~Iaxe9s@~t@%jLoZ%L3;%VqGawnpM$x)1oS4%>~U^a7jtuJqUj8RdLwv= zvR(|i&#YGjC&abpf7MaHC(W#COAit3h=4(0ZGSeL0LhZ~|FJ-pBK0ceI0SSBizr+r zWKs`R?N+dbcjz1I_rnRV#(hEDjp8~KbUkMj1z4H*s8I9d#~)rSPFVF!)b1$SE~mrH z%VYXKcIQmIQ5~AGpd9n^05ip$Z~Tm{5Q7rXO)Dvfs&en8`QRqv#F_zOmn)4vd0O&%i$iCs{U$WXKx^ZWL0cVQ-txQ37?yiV{~4|87$D+d2ggG9(Uzqg2UwS*`* zR;r>Ek)SKfjT*oXclO)aamBo=5JwK3F3ni4O34)QHIkG`eu7D4SwN5UvP7}{|0vy> ztN<2G`ZhUVMGwUOIu|=PX!-cq_p#?}E$oR&pM4)13kPiEl;VmUYR!~Q?^(;j4XR=eKnbT}gTwj3WJ_9LS}M5RWt1@gk^khd9`2sFtuGYK{rF4=vlD7k z{OvgY3wS0G!(ruLE8L&vAJU<0jQct~e8$It%loBfV5>%r9Q!Zf@3Yy$gxi_de#DyJ z`6Q8?z(jVDn*KN%iSmwF8@z}TX5Q#aHy{dqn&wj`&x*9GUx&T4?(n~VK;hIMg;vze zZeF;X*H)Cf+N|ys+t>~6R{DQ27HG%uW#O?a-q z&Lfs|S7UcYC5J!Nf?S3(7$aFgqwPd_Lhp044-&RN^l z-zww9faOfBNqD7N(^t|}J@p7Yj|qr5kS19cus_hk{>s&`!?;;EN#bAAsC%P6s3C`CplU~<9eXekpGf=Qj7A=9z=N-WT{q9xU(zq(Wu^2>gf=SqluxO2; zRSQkMe{ag-CMYX+Huo2u&*RRXxh?nAS69IZMZ)>@GzuGq38h2-sHd`z8}~cU)b^pQ zREAXbkDIM6`-3WcExoUVtqswi22SaznYpw@n)XbRMZHX9I`a<~4FnnWozKV@$@QTc zQ@=!Zg8M?DKJi&TmBGd6=t+T=Imj3c&=)>EpCXP`kil;*E9pj`%1|KW>$xYsXo-s* z9*JKPI^tMHNomRfhV|~@Df5IakZmPTeAwPSJGz9P5I(y7Bg%V7S7sc52(;w>A8oi< z5JopH0^1xYYVLT{W3A1+Ouzq$;7rkX23f)jVG?onj5M|X*{~6XASX-yo!!ACC|?oR z$@6HjO8^9c6tTPzb}`K#lXi$~ah>3XpD^e%s;_wlhZJH>tYz1_y34FJ6P6$D<5A_V zGN1-MP3{y<|L+r{`?mXebeGN=sq6*wR|Ve?s>-HjfX(DP)5%B7d(68pdILD)B7;zh zgmkzSQSGy*4?oQoi11#t;P@1Y92E?LwKoHVw8p}$Pczm9-4BGkIQU%l>6qnr-k;?L z8%68{pgRxRkG14>q`_m$w-%Y)2M$q*mCd|e53yLwIs&_Gu@mEYD#uO60j?Z=r|EFO zs7qu}qoUd59tz*!gg2Wcm}JQra&))=K%8}QN$-UnCK5O^&9!+0fT#F^h~avv*Q6+o!!5}-$3yVSe5&^=U0Y_y(W*(_OD zSvoFWHz_&K=E+w|jGdC%XE(Ro&}g@f%l6#$ac&_YS;`0}1%KPdWfs+#4~=-I3v5EF zc(Dx^;&ybq;n~6rPEYw{*4kE`E+aCn7?4yx+5K1JzT1|aG^1a@XkL;gj1Uek7kWuD zb%&H?BC*_f57~E13i^BrHhwjAZZy!!!|DZL5c1d`uIG5$y-)qNFLncq`B>s5{1Ey> zIWn)@vbhsXNt<{A{7g<>Q?UBxbg$=K(Av%hzkYjWo7nEwVo0p4WT@myPI3&pq`Hn=NGzTN{&FrV6ah=g;#cV za!!D=J~T53>dQ$(k?y6$miT=l(Kp7^y@^q@n%ZPTz?j#;H%WRud9uZK=*7&h?%1D` zd;SG2n)W7=Y9-j}sLQ|~sJ>nyWj67{OtoRjU1C?~888io+?vMJIiztDPRvz7Fw$j= z(-B4rN|*p?A?)s>cca1T5bNJr-cWv_eP7e_HX)fnLQ*FOiK4L7B2MTN0frxrEOoMh zV$06R>s~C83sWq*$(J+AW=b!;&c(B9X~~S^ZN8#N&bIWEe*e>!aOJ0;$}ozb%@Kll-U+7S>q{UL%{)-4U6U}exx^hAMNp7Zi8PA=$6DsuRcop} zA_H!=Mq&OEAoj<;kJ`k%n2jlrZlG}P1P`~(5L`NN}g1BCtxd4SqsDti}Z9nDwdNAyI z@a*TkLops#&P!ACiFmiFF2%*DD56WCg2bVxD8`5yHDX!D-0_-1VU_dau^yaKp{P3U^AhCtsx}uQg!kfhmlo_rRJK=tk(ompe#6cV7?4+ zgL}*^3O&BvfqjSQFrLRLBgkO#GX_|+mTL!h?_$$Y{x){p5$H{*aO7j@A6&Y18)jl3 z8F#<0J4_;^jN$22_0Hsj=Q~HREux0A@R}F?x2g(|DO3^OJ$WTJJ8mnz9=DWSQm>e1 zr>r&ZwDgg!S6<-G5N~KpFkgyo+-b*UMM2<>0c&orA)&Sq#O+l$M8Q56Wo{#B^z89R z$I)r5>%z~H5i?n>ClvuHwmjmU+VF!F8k8*%jzQwn?EZH)hY5*)xXhSVl+gB7XR7zlL7iVor3o|z|)Bw>=5419vtLdIIFPIUtbM5`>jImz(ZIj5mr*mI$cexHehd%(mZ2ep3o(Mo!~wx+>gxI=F7>aawuVKfy#o+di(Ch$S6;hj zrVb|UJcX#qj@?KyiakdlFE12|*dV(g)^QZr+Ia{VZWwzT1Zz0VU8hc-a`v?_shN#d zx~!R&|4t_C>py8xVU1p5V421{TlO!xD)QR-M5v;kv-ZDS51lzuL-5M@)Zl$S{$*!X zEf~Rh8Zl(c=LqY|s@o}jZ*TbdufLRTCBQx@%YTtyVEu8u=tTSSfUQ;8z$wBvf(3hbdP~d=SGF5E;yWl-{;suAXdC5d|yhs zP&gj%yo9!Xy8J7aBV%Asa)TqHs0$%`mn`G@DO&Y(OpuW9Q+a42!Fgj)=xra9|%jO0d%*-D>!bgr1c)7qcWr}RrxrVDAIFb(y*e|3S0TwGmc}Mb&hy* zenksd+{VE6p29cEgpHDt0jl%exvkvUSP;0@>uPhQ>uYo8O1@nzJ2Ut8x;odve%@{} z6sDNpSa<4QU%nR~%r#y{A0rSqavQS5ic3`?7L2BP@>R~j zsIa#nbb5xPb$=k=2%;qRAZnE65icT=M-o2>McZ)cjve`#(1z~aFxFy#~N84v1!4?A|iU{T=i?KA7 zw8vm?I<^!g&10V%OYnD;CSnWM$@nVhJO^YDQ`9uJH?s4JNB)?svbela!kDJ=-^s%w zg1Ddnmu@S%XOWa?J*0ikhd0q?MP1u;1s-;;#mD+IJ z=X<|w=QMVw@vy zZRS%O6^-DMURd*X_VWc*{^onr_>|?I9|4D{NaIqMQ_1GSVc~Rt;T2uE4u6h&s})CQ zGau$JQhBmeEcyT=0CHlA=j>A+l;6h+h@&#k;w4#t^ba+i@h@|Z{n~I@VP8CSAxSDC z|3n9l^VD!ZEDrX1y|A}1L3=TT&U+Md9-DuueaFXE7`t>>xPeloYG0(a%2j`e=wdEB zLIfG2kivx^V0PJJiP0||%jI5$AxHX(4)?#7jR`Eo?|<}+&CU!N9~OkoGO~ax2_Jpt zN_rWIN^$FDAjLa6pZ)^sXkgu>M&b5mD0ephItbo;)*lbKdddw5p&U~H9;Z*%jmeRI z1Ba2}VwKC1-aSP{1Q>8VRb)>IEm8s7>lM|wu|!Tb@yn1{kZdTSW5_x6FrudKd_StV z-q`f>oBC3zCbi7SHFJ3oYAZdLcjT zUTG%#i)XphoY|Cnp=9lb3Ro={3(%8{WNI9p^W;&B_%lbMDukY*y5-XZQ57`23-AYL z1|O`7oZYlq*P}m1{XTIQa{)g!q1J9o_xDM7dPv#MPDSK)5p|Fe+`!KmH}0F}vakB- zox8v{A1rjqaAH(v25s@v5v&;N2wP26HFRj=K1D7$fV^?!noF9)k8TJyZ*BWJDo=pq z&V~TVS=3S!DQ58g28mm=Nqywy;hZBfRe=6H5eoTx zj9$EvAd%cv;A(FL`gDXd9gcO1!Mzt_{(|AGdz?iIa!Q(TIv+0HINVjm4^|q;$Qq?m zxno2H7c`#O@F-eoNDYyY;a5l~XJ^IxyH-mKsTy?`UjTwTBLZg(ELmQ`9u}PA49u0I z)`miC3Y?+v09LUI-rD=`Ctv{IrIBIx0|pMLgX!t4a^Xw1BQ>Riy?ihLs= zbH)j}QvhYFS>E=ZV^$#{8^`F5Lvd(C&yQGU*Hi=YK&^uv&@o4FqG#;r>J4O9C)L~- zn1xcWLooC_?w82U%fVZ0xP`4KH=5N34+b^n>gHM(wGmAI=%p~6`x`3&5yntZLg`~) zht%^uA}i0Cx`3sy4gvMUTIPx^-3N_U{&A$r6y5^>js8;UU>~*3|M)s|A!}BfX!TlBH0Y_OOU;kah*jCkue*nkXT`qs2t-c zRsL~t_5qhhE_4k#$Ur?bCD@u+d|`0o4+R{l22&tZKAweiBs+jF|DsA+$onq4Z{~U= zdK1%qQ7PpZ+i6t%ie8D-MxX<< zaE#_sZzGhpzUpcRBH91*MvhNQXB{O|vCvHx!@Y{FXtzJSv7QNW&(y302ndGXpm7M1 z@&3qa`+Ck?_peM`kG+$+)}I{-$?7_EegM0s=tOp`^G2ych4J2LYQq?#m~$+H;R&y( z==)M$$e%>R)Q&DDv}g#_{lika%@QVnFv5$>@M$E9bOF+W!qT&@j_D7!eQ@BH6Kf4g zG$ZIdqz;732Eq_~gA=m?L%Y;g>!cW!GCF}s<<79V7KBglXEwfD_UK*%bv2vka zviD-yGmJ~h&&xqDZD8(z!{9giDPvd*>yKV`FM&87#h(5C7?66NeDg{TX~f(vP!K-^ zg@X@?L?kCFNo`W*vI%le#}4!SysNX3A8IbCTbcdHkQCa2jI&SXBilwf+}RW*`qlO3 zk`?(5y^Az+#DH99ZB!!2j$!8`?ULK?%9Hm>>a`^)tI+H;ftH2?%r}=%`GNHXZp5a) zjJ+eWj)3In&>3bn2MWt?7%PML(Z9 zf^F7`XSayk(0%$$ky(kW84KF}?qukG`@I*X)*mQ8=9@3v5!yqCpu;Vhd3#00C&e-4FKQ>(uW*-`PTKpc_PYWp7ZAKg zb{D?u%HjJ>kA^yQ!TpX8qa_F=YAyAHofMe^j&!GN`9fZ&C}KH1Mth-h7+nY%Fw)ve zz?Mg0+eS&nrDm_~4?Z@)P;aGge#Mc);b|^>T<{rI7ZfmiJ_4DaV&y!NR%H2%J~vpJ z=<+vf;YEMs#gp}*VTQ@BIJ)0-nws=Aw@?=otl_AEwTPZUd_bQX>FjM?+wvgtXEFP# zSp{bwF3tJI#~p8oH_mcrnp(Wiuj})@+zGIHos$H+#9#lEbtc^s{UC}2M8)aTzy=j2 z0le}TetdsYqNc=uN3J+G;Wg~0U(qa|L;EurI?CEIDg8Y6wK~?j?@?WBXu!QL$PX$b zg3GR1p~L5#G2~Q{_NMg7Q*CheSbUsI>|9h`bX1noAmq;lh+++~~FAPY#Qsn|d^V-m(sBq=&ZOe&MKbc9x*+k(rzMB@`JBPS*DbZRtNg z+)Fwx=p(5E#{P)dQa5Oeg z52m=XDG@1hjOc`4mmbJmCgyGC19i66Q*4$XShSC9|NVZ(f*WO`uH3sm(asw>#;G?x z4v0^wjK1t=bJK5PiotbG9hIFrslkF|dx3JZa0*O?mkw)O1)*cE*2IS5%mubGu?Z7? zbkpr|Yo*VAmJi|7>0KSTmm{G-|15&CUx{*|6Z0>zQ-2aHd!_XXs61T;+4$ibb1!7fbpxvI-81F&Xh;V<)ysPKZYlEBJod|LaC$z8R zjZ10F7F><@p_wmDYm6-;dwWe`HTZyatcnRj%A<)Hw8qj~och5#N?pU1gC&J3kIIwG z4VSp0#kQB)Iy*rSr3A8Ms$?-fB=`BC?n>ja-VWkcR*~r#bICNTQN|gB*>2|K|33Lc z8r-bSid&>N&mA^rkG+?jGP+^rv?Q2W1sF|711xta#ng1(%$`!lX}w_Q{nWEpKQaS+ zN4S+aP@Z!kKZ#6C+PboBu7AmXam&#eRHaB?Z+Fl-%u z+}$NY?+aV5GkJDZG2nd+27Sg<^vG4^k*TCAIR22Lc|`o0&R=5J0e0Clz7$Jan60lm z+|ORMJ5-%dhuG11Dj$-{8xL*St!TB$W92);KL zRjX!M?WJ4rpmM^e0i(i@&4oIdBRF2*BkwPY)Y?mw%A2V@x-HDafe0($d?IpHte3>B z`#Y|mTmVzL$u3! zPe%X%bSj)i6cZnR)VH7np}ZM$KfCgas6P9Y@2_17_fL}6vaWiqnf)S$ z_Wa|Ai1q!&#brR*$%+N0wWfXLpZv&ti_F1C>mKiIH}gf!n-!;xJ}vtkU*=sF@%B`! zhmu<@AAkf0#LZ&x*AS4P$(y{VQS(d4j-_70a7Mb>w zPZyDmlI=xjQy3k}*Qj9ygvPZKmLG!wo-{!HG}Q(pGe7WJPnV(9@^^|*HiN343#1>p zx<|O{|Fa$w%JGyus-$+1M4Ta?U}M8Etr6e8f=wc4@#=;R)HfcMNa{G-z5NfbFCROb zj#+kvM!1;YoA#HQwaj=Y|(FKL!pZ;cWQ_8};JiF;FThroT_%7Sj6<4i6DsjdIm zcbQP@vtcp)FvfrzxN;GSWwQA})t*$x#2o>{Qu6bATPZ&2fkdQ00G1iGriOe9GJPmPS{Hk-F>@_hvZ>~?L8DtTrJ{9gx3q@ z9}qAD_PdU#9(5EiuVi`UpSOJYDlwNttfpPzOzFf2h)kK*|DX2M_de!aql9s8)5yec zoYR6?41dsvE!HX2WdcxzWwa50tp4+53{ZfOFsyEMxgCp6u z=B%9(#{}0cSN=A(Li3sm|NSrg@k37WIlTJl%zDDRpB1En)P=AaU2a@;pzXgXsZnx8 zV}9&pKd)z9OZ^>rG_=GDz@T`r0@fn#eAv19Z1$tjmLEY=`^vQD+qS0<3lS86p3Mp^wTW|Uz8M`+ zw5j7s1Z7DAK)(hAh$Ltr1)PDno7vc%V7J+}Cg9QV#I2*-8ggbM4P|qZGMEaJ5+>W~ zGa`t^pgs@>Z0$JfHhHr(HJVI-wMO&6r3kSL7UcQ14n`0!7>G17eQ%wcM!4?#F6Inh-h2EY}sjQbd z@Daf(`Fyg_L&_py-A=o_tc3_aI#-3ee2Lw-zp;A(@b*vX31rLZ&l2Ahr0OOlAQcVJ zM`wJ2xEq4R)%hiNWYziexj94 zKJnFMd<|}|UH44?>f|im)%GLC$g1fN#0%(LE&G#gmp!aK{t$k6d8GPEll3S!-D}ra zxGN%Pb>d8-x1ZFbHsb>=OUaY-yM}w<7l>~@#XJ(8CZqfrEj(@&BQ#jw1ox&3fJ<_ zGoPg{t#@$%S8$ZbCtfUwF$Z2pw!Ual$p80uh5&A?oY61IAbSiL*)^kzWw;T?0ml#b zRt54Tq<{(;F(zhtpl#{QS{Ax~#`-tQ3VK-bq5jBOa>jZy=33){L_wJ2|2_e-RYNdw z_Rvar@M3V3tUar)mwwggJL{D6=vDo|{ejkGk;quQZlv?2k2cWlCfyqN;hr-Ct1>SK zdL9OTLGMB(`+Xz=#bQ2)J{#kc5jpPxG26%Jd?UL**>6!a=6s{(P(?Q+K#tOoFha~| z@>UI9gdZ#o2?naQ8vz#F)&CI8C-W;aKJ&D;1(P<;q?C)0HIUuUzbNJB`?$IcaIQPk zVyhIMqBFlWG+=WttJ!$(iFKIW=j3d`lslRR3U@@Xh8e-G4Pi*5WDQlnb@yQB$w$QV z1P1jx^ZQ`)WN(ippu0$;VF=gQFINkjIXC``tyT*u2|W!7?7+>{Dq|-+#DU&u@8`0H z^X*2-+0H{keG>9s4c18GQWJPqS({f}zT@?T6?zIm+(WT{TNi6cfVg75MI7lH#WDr* z9^XlR5J?Y@5gTb4AdMweDXYue&0`&2+4iuxfxn>lq<&-C&@_ARgLFauA!5r+VfvKE z<1xpdeLmnp6eOW4>p|}i%u#umHdFaZ(K?ttD#G8noKP(21~tR2!{D8AlWt)pXcv;e z=XY3f<#CCPGB1GepQ&uiZMsE#`DBHXAbE)^^?2B9F9r8JZAsH6uav&@#@wU53(?qYu7=3xR4&R; z++K*lOH|J>E-J|85@Px}Bcgf`iL#MFo>!>lbCdf!VSUsy&PGROravb@bYolw=7bEz z$7SqYKW}O~dHdy#zdYuHD#LK6>o0Px${|Zf$~rR4;=TxfTB|YOGiJh8Z)?7IT^ur~ z%3Xv_mdKJY_&8=?*lxeUb$o2DmU0oez4bylZaSC0=4Oxris& zV1D9$SYq+U=RF3Q5l2@8<$)l9S8_`f>y^J#dEvnR{qFOqqQzjM2t)JvVMiz{JHn;d z78MzOG+J*TD_3$9=E7%H0VTfSJMTPg8B>rMqC zUuDsY!tYlybwJNR7{y`k%?{}LJ{L{M&=P}euK$dC#-Q9;`+$ab^^jmOV_;{e2xy>c zOD-18w1|0upfdb_t9nIfk>&H_b-ZlIV9*0WuvjpayhJVejd{qO+0;+q#==WsnL})*q`Ah!zyEgNoam5XWyOoSw&*=mCJK?i@N;Ws%)zzhn)unh| zB_zW@PwDcw$Wa?7)_K6X@nN06V{F%Pekd23)jA7xgegn`*FSgad;IKknd*Gk~GeJ`nd1xJ$aH*nrifmvLp&KAmz!WMCG zBWaw@x_ZSb@tPmXE!*=%F+tn-kFlNT0D_o*xvi)O0Sbcix)?}YP_oN@*$~b!k z9~|{)k30xX0%joigVR<0xTBAo)=ZnrclDU%hdM3Jse?U>xrd(hd^qs=Sg)3WUe_Q| z&9gwKZ5pZt&2L$%YCq&L@u{Tx@yH$nx3)(kAPzJLOZb2=4 z`TM*7eR7DMC(uY>K~;cnGX+vtJ~6W&DeMlD@FbfuJ-P9sR4fA?C)j zw8uN)Q9{oG?qmE3Pp}o9gQNZQXOOU`Xq~6(9K-tmMLD5{9@_;v#l_02b_^vkaUu8H zdZvlrJ75KN#F-thFJ1y3IQ<= zati7dK2346WTdQO`Fh^fZ3akjwjS~4;wdy*f&_e;!i5PLz6SqCcB%Tk9n=esj6Ciw zj-rLR)g-ynHn3+yc}TLs8)+zldGYsTNu==_$akj=v1=*JGzK zAjq!Bs}mgZB;(_CvB}uM#nQT zM=@W!+&y=)*A(z1Iw9U43y}Q6eY8mkEHP_6-Q#kHEYPhI3)$5VY0rcE zP~AFzt)nFP#r-927koOO50GymU;EF+pOT#~RN^<@^iEm0D<(c3a!YEQ5WcHWj3J=5 ze#U+|xn;faa7#Yk+qSNTS6t%1?knje7N!SmLbY~r?ds+;Hz}Dp+g*xwwQ|%)=f+|Z z)OlRDUwxJBzzdw`&~(Ux#`@gBjO%RaGrws_xq34^tUE)ychLC8dY6F z_kd4}>?-P$)q4jr>+RvpEcBs4KUN-vdwwFXXG06E`Qz}u@Wvia?&A@MQWsG&Lk3H? zD%!ynt!=N%hT(8J;rx*e#Q@|O%+Vy)s+L}V`fK^H+&)z+%Gcv9^RY;nwmz*`q@jAT z&*nZPQJ*%0iDwl2xqN%j5=p?_yU~1v;=;rGa|gWD;tT>G`A!YnuZp z71eZCC&|3+oJpul)mrw^QFQ)g+IAwpfwqVc^0|v>CbgaKaH9sY2zc9(n5ElL!zgn) zWuRp0ySJ;(b908y6J!V~+1hB|P;w8ycHoIyf^ODa5#t>qK>^ZPI?s;bz7)B-)zD)N zjjX2s|K)T~ME^WWcXes0QrLmQ2Hr@Zf*WvU&Z<>2CDO;u_aYCa<3-)OA~6fJa)Yqj z=zh%>V^>#aPhBZ7AnP42mJd3Yc=p?Hr2K;Fs3qU@->FyFW5%)suHs|YbD_Ok81+e0A;l~w(Xz%U3S5o4%VO{HaX`P2e#s%ty z6O-7umgJ$W9dRFHWO?bPwsu(0)F%nFBUM+NXe8!hR#4xYG;Aa9S%?HAq zWLun4wY{J5Q(t6`Rro>Ya=09E^{GL#u|(JZ-^dE^U#c?w*LNJj8oPkH{00LLVFJf} z#mf0#1o$K)nIr8~xMhmxsiHthkj0y|&Mmk|B;T&GIM2h{v(vbZ#GYH{znObXG*>OJ zV%I!aOegFQxYa$)yF4l51|1M;ecnKr3bosKCYpmzc{_5PRh5#ih>wj{OOGr)@Su?> z8)Psna?Xf>$dDwoUwTz<&tEJE{{JN|vPPv;Z3CVA5kK1k8s4W6ob4dl19;D*dkp-q zPdgP9G6+hIQ;Qtvb*rK;O4eWGu27{YLj*|d5?KORaaG)}UWmSlh_vIVFh%glQiM&Y zb&%lxy@UZ0{(VX7*(ln@BG=kFDz6Hx`n0pi&4Tw8P}$F!WJN0asQ~x(;vL#;+0-V_ z&ZV+f+H}gbS(n0E?gpOZ*l;?8-S&u04|DaIaU#4U&AtkR5&mFBY#C7Smr(wu2Sd^P zYHt~da*;t-cEqeI<^vZ2-kYj_sZ+YTvv^@CZ$T-Dr#qc0i4a5sR}ap{mxAvHxCaf_fyl zQ}QQAZ!KLD(!J@*6~@T1EU#?tB@?qjm<2}6-C{j5JJgTehxT9#>LpS6=5wtLuz7<{ z4x=A5`m~-FiM8uDq~!6Ou2>;i#q4FWFc9>5C0`*LfZ7u2$M^aEhY^)(H{g(BLkw;ydYHiqoV4HAn<8zo) zP3#7Gbl&>`A6)p)1CucVjJ!h?I1d_;>T9D(+V9K{@gzeQ=902Ftg4-> zwyOSVxYi*MLMfJOfYm|Pp6vY2u8p=f!6DBdPV1pim2Bx`f(h+ajnN_ar1=3d@qB)Q zguoX{qu_jyGj!OxJcLXPQ4jJtkWJFG2ocgyz(OD4#`sXYaDqr@eI$k_v`B(>z90qA zg9TBw+;DGsFtL!Sf|qjrj096MIp%)#0u~`tLDHQmkPG6c@bwvP@)c@=EZ`Zh0Wr*| zdtL+QN2wmaMXY~Lf6LVhCR>Ca3b@d+8`q9GSI-c`j(hEoEr<@Di`i{$rL*w0ysAAy|2L2->d@e1DImP}W7LVa?E~rG+)BtZDA@9dg;6Wpv4w zW4da%Y-`HIc9v^w0oR``$KZqGQcgo5;0!0&fW7Mowg%dN*XHOpRm77<-zvjx#Z)GQM_n6EoF-bJ#W$p|}0 z)Ts~OYHKZ%zia6MVI>gd2QNY05uX?uS&SOIOe|O62;7T41VISkS{|N%8GDp@ zmXGwn9pa56waK37)BTYaSWF`lWX!#xiB8M#o6&cGpTnNVk4*U z$g^-DiZ;qmMk6@GbC<(RDJ-(s2T{?oF=fSur>sWp0<&ux4XH z7OaubsjKBEd;ciK*(gKgt3aG@uO9s)`wjl_$-DRC-TEDV3RPeE*!>*V zwl(UQ>LDtxMneSt5u~*LAqtqiEgm(77Y@uhYn1%(zOX>9*3(D_)yd<4UX8o@;Dh^< ztM+SM!$Iz#ZCY|6F;3p2tZlo_^nL5UUdnunah~ptMOd60g^POAGLG(@=hKWN%p&R0 zdw~_|W?TTttxJe6D97*{QW2P>f zf)EH{*|@1mOFm~4q)+Z$yxBx;<`J(IJb1=8M$}jlj4tZvWT6)LNQ>G|NvF6<{v~B= z)NlS)KaZRy3=3P}dUERmeIm|FPHIl=EshF#gvb+0hh@Uq$-?G;-#5f={>i2Nt8kI^ z(%W6%n<4=Quy(Y{Rk>FnnJQgXO{g~Q-TWkHd#);H%-J!tiy$i^>*+5S{2bIG+tn1X z`iRO-Xomu8u}jEh1eRIXqiY!qegYki57QZe?M`E@KKBTJCZ(W`Ey;H;qjn!q@F5|5 zh8c_w zZuaMo#B?&QH}S8WqkX^00Ot-<_u|MuDOh!($?1nUbPQ zbx>gese+;xGWZiy8UM`l4j(++AG(eGK2T|~N!W~5BuMf+sZIJPefR|W9A^NSSCYV>76ewmo&8wiax``vokK)mQCB%PhPFQSB53jCc{|G77o#u<7!em zFNtdZtedj_+>{^@>j>15pHVL$H#SQC@lh{y<1jtV*@R zM|@s4``NzF-y#W2lsSEpl#RybCTQi{kzBIA@Y#-QH=EujU9Q`gr_9RJmeyZTM>6r= zKT5oO-td*Z^;Sqc#eKPRp=uUPwp7$*nqfMZkj#o(Pjkz6>vdDi4o#o1XAfRkk^PoN z!nU0#~ZnH2B6reAol$;hnr^U2b$)4@#qes{I>W1sF|??Ud{ zL_{)njP)&UqqtpKkuHvX8?)|*K^#Xhii`reX>r2f_U){?3i6wYcx1-p7B6AwkZteS za4nD%wKHngJ)iT|*E~mHto?&Gb?WE2Fr2IJrW&ru_SZT)uIX!TaIe5+?mu<&KVm#4 z4@ax@kO%~Xy)q}Ti`Jr8$F2$tO#}M5q3)O?~gvlp~tX)qOM{Iu@RbxEl*ITQGyp$5b z_2r^z%DLnm?^A_aPvs4V{{oTH4Jqfg4J#-(eHs?uy=tiLn0mXMsq)ZjPm^{wDvE>g z$SiqYhgiHiHw`1Mi5^tVEg5CBa}nL&{vS!-9+&jJ|G%@#Ia`-?R#TT&o~7C5b$RXX zX8?=7nCDsAY|>&_PDd z2&L=W+)eqs8|{??A~v4L0?WI=BxKSJ%nK=zQmdG%-sy`>BS-gniPM;ghGUk<+((!Mbe|6=-? zniaAM+$n(P&u#K28$WIz?2Y}3w_IMkV|H4e!_a6r?5h%Jrjz0d5b)Cb4W-%_s2Fg3sp9a5O-l^WS?9nxOZqhIli%&Cgq+9UBvw70j0>{7LA+3unMRLTS)h1l#ss{t`&c)g3nfB$axSJLd<9g#(?-g@UVn%W zh8Py$B#0T!zOT$oN-Q#@fBy~(F8qd=)R+->jfsJlca%4gM48(kp&Wz2AQuQANWs6H zs}J1J9UQa!)2jWYAD~-juIi6m4Ie@ewvlhV0F(6vugIl0%m%e9~*tp15EL?+ES|oHVAbGE&7W##FDaDucEn(s6#y z75Qjb-SC1qmGmMH@|u2HudK7vb=UD?z+H3thgc?zSA1X#N#&Q>FXmp%RRe`lY8SWZ z%agYYW%H;;Pf&&qnHkWx1?%RW*_toXeQ5*fC2&?E}EK@1pOpF_t4 zuzw?fh_!5(OiGi4kvF0TSvmKP%D#xiF%Ih~#AO1rdiRsw5={JSzLOz)cax z`E4yLRzP=h11?(ahNtcfX}omckV?T{KyT90>uG& zqzMYg4vVV#&%Jbc2419ltuv{xg=&t?vix0)h1yK<8TT*RRp535f1b%boqry`(pn6g z;nPvc5R;q<4TO9oHX&i68D?bQL2dVvvX$ZWGEaIG;(m0folsi^gr3)uaAvkk7SX>T z@Gh2N4ohj^bJVsGt>jkqri}h0exzENjH_X7uOf=M=d04K#_EW&^BON%!c9#uZzxFA zhDV3HMDS1tMa;u0|0>_XbvH*Cv4WtgY&ZqHa;IUty%wyPr4G znWI7vWc?mwqGE?lYNAwonjmc`zJ219tWNd&PhlDK$Bk;G;_fMkbQi(#^3V@rM2b_o ziGASE_H3aNxBdNqfc7w*->JLo5~QtayUaRL+nh5?P`)0Stru^s{^)2Q&4Qh8J16%7 z`VQjU{Msxs<>E2rq@0~hUslWVxkQl4mF%DBPE9SeNkWE4Mj|m~usbuzqnia1SNM6#hG{v*?c_2r~cA?M{8=Q9rv zTz*0R)Vg)j%&Y&i(%0uL{$9qF@7Vxv3Uvc4Se{jrm_KRB`D!Djk4N3SUmbZ8!?zZb^ui9) zqg58r{8^vH2q%%~%?D$Yz9YbukZqiW3%m2UQg;gR%Gfb~eTUV(>Ja5zF9?6pm+Rgr z^yM`pxuM>lTXzsd-~M~<^M@!bn0d{2T)J5f96?+MvkOQLKB5)PgT|_CfBV$ctl!&< zp+RRq|A=~g?<#*alf5=(`{s)D*h%A^n0X+ct#Vq+&x|@#7~wqfJ&(?EXs5bM!0T7>ql+SY7BGsn!5M zJ0 zE|@Q&g@plwpUMw^%x1*mR-(BYtl&{evR#^5)-WLETBrx6DigbX@*}qemkfrDG{h~v z{OPrj61t?WPPr-}zpN?H*MN6Hh>`L1yfWvd7`*8!z?fQ(+ZTC)1kek6#b}7DLq#qS z#@VU7pZTOOohP))GMt`RJy#2PoDoNfLpA%qme3d4MxE_En5V?eI{ms{1L*S!o zU_@OFdlWy<{JTP!cK?Z}jbl8~%*Y-9@M@#BLf8?z+2lNqo)2F8+4z%9NX}?o8c0y~ zvZJloKWm9y=xE{W1=Ip!xjhFZ!YyYK9?!>Hbj2Hf_h=B>(0S3 zhi>QAH&V*RX4xxFa6&=!tj_7udFVQ~Dwn+2;?;ufmm9A#=sp#n=D%Ou5<~^Grc5G5 z&quqIEuQS@KBqn2byZIx+~LIVA-r-ionAdPV-B|lM*RFs0Pg}- z4d(k?DcKHX{#fuCyIqG~&K0F=4X^W`=pV0xiwwa_%oC@!z$ zBS(c?ToA3lC4^p>>_LM%j;H&ajq#QsxDn=XYd-`z1TOs0%uQm;A9RLOP`_}=*}CKY zhm;1Q6jO$R`fA0dvzcyTt&(r@S$Pn#0(|mg{fEtd)tRBBOgB{}H#6`d>#gXj6=YIX z39K(y1cMj0bImPAkl2OE769_Ymh-!uKYTOC4&Mlbz2VPIUN0QnnOjE>o@)saTSr2K zr1E>1kC+Ezi5Vs^>U(GZ+G+8I(51$rnoO#9k@L73?AH_nB|&dRH(W8aOCa_Pt=w3@ zWxv%g2%8Q);(;*6#rrs<2X7{%LnfzKe+7=R8Ik4llQ1dC9J+)@FQ-xNeN;WHaj}jL zNh6d;)*fZJgebc?fe_?LXx?t?=W{_}b@O4_GFBcb0Wm^)#Px^*BbVsRGGU%TqcSnu zqP1Sx6O8FEMZdl^{Iw)`u+n7~XRe032Ca476e4yy0?v5QLY7evJkVD_u9^$JhRT4f zF|}~2a$9G&bg!hcn_YC>ha!^r|LSCkc4tv8a198GNon$keEK$Lb_Dnz1DJNc4QKj? z;7!i@H3Hdh@!56TuRUbCW8YL-q{W%*yBP=Aqn<6%gZ%S1;nMTS(OTB=ULc3mFi zpHqWAr7#m(w9tngXCC-1v+YI!DrEm}lXDMt4D;yK1nAErjA>kxt^9+_M}YrjR2KEd z?onEDe43(-mM)H2=iM(};}I4pQCOajrD-XaDuAzFd^#@Ug4ub`d z{ELoSG5YfRy$-kKG*WC6`E`s)UtQA7&PO&25`ZU=>hr5m!$!HaQ^WP+(z(0EOmHRQ z>a)Q0*?x7te4feKfiWgq=2fkhw0T(oHwdU~X<8rBrH2!p+5EG`JFqdzbXDWt;(f_s zzq+QCi_1ThRDhnVO!SQCI3wm#@N~verVD{+TKGRIanB@?w`k+k3eZnEOKzs#!sz=z z$9euDfoS>Q!Ph6&G~F)bPF0y*$ntVu+}rZX(;j9}*JThifAYf(A^+mb6nK0zj~RTr>CvO8_+dh0N(~}OT@7Wqa>)+c0P?^U z#EKH-_Y&Pm)dVzE{xR7O0U! zfHXDm85{n5TTpfN5?_7J8juXJ|1i5~zzE|dcv{;sV;lB4+lfJhm_xTaz z|A#UI2`Ay=SnWFE&aTXsKQCtQtdD->H5~<4QnUGx{oR}`9&3}+aSs*H-2wNRW*_s~ zi%8sH&8q?F+uEY%n$HO>0Rt5KR3C7}5*p^mc4jOu+;Nq-J!pNynMYRv3 z$E^Qundb`@0w2MC0(&Kj#OL*E1krH#2M(b@*wOw7wrhE_`Tk2Df~)&W!8{FFdKgE^@7^yKZ5Yh`}knv@+uLbQI za{gKR=t^hs_`x&b3{mC_DCLvlqRfNSkcIk6kGnr`P0b`8;Hiiw16D9gpATvNiNq<(PPo?} zqw48uIq$&1Wp0ppO)wwry!3NY+ESm3ffoo?dzKH%K*$|Mf%@y7%jcz2f$$j3b+ z-?tzY*1StCe&j_7axipkztersF{D1wQ@HX}HJIAWwfGUsC>E_r#dZiCQlp)l3^ycY zoZc5l)_DP#g>i4hd<1_s<>3TgR{4h2FHcGFjEC)o7 zxw_h66WaIBy z)#*90%K#5r(-j&qq--vKS5QVvwHGqZx+a$CPdF5&xNS)4F@Q zu*bQ1PWK0slUz3;h$m~H29YK-mi7;koc4+A3K31z1I$^7_gBNx*jD)&I(?k}P zwhU(fIrH^X7N;I0?%5n8r(WKY&D=kE%$C0h4V4lN6>~k?&%O%pc;<{k%+7v7UFa)H zH-8WfPmo1OSfIw1W^EZ*n$vNYSJjvCaQ`C!^Oojz3P2q&ZaQ4bW1fQW9nIxa1jvtsQi!1eHOLY0kN$B~B8X zeOcxY;6hzRRAo-B$IXX2PWOO@pP`x{TynFzcTy(MUR+1^2oZYTVnPnoX?>GcKnAy3rW{2; z%97;g$pIas7c^FlszAs$d!5mMp~%~HH#w0*lQAi>p-{)x3l=p{U-%Cm&MOlU73`1} znVd83Js!M@!01*aSxv>kpJo3^fYRP?o@k_ zrE1DU9famx&0sMjiQ_xC2{B4id{L@80Rf^NmRTaTO&)CDY4@0!ck5!`3ag5KbnGO# z!z2cf#|-fL@u95bT{uyl2>&S(3U&1dMVBU1IjT||Y+(>D1zr)}Tgp0ChTbo1-`_XP z6l)5IYbP_Prte3$C#N8%r^AZg(SJ}^vP zMFd@MKe09MP1oMqTd9-ehUizD(~mOs(P>hY1JSfk*sk|Mm!h73KE==SzL3UGR1FEFV-{Z~&UgZ*D{r!*KD0 zciApD$Fk_qJts_G-%eOP5_lz!?#mQj_kUg?oXwkOGvFBgm{J4)d*(v$-{$*L7+F*N z%E*X>7_JQO;mgvOAGRgIKav5Y64xLTIkJ1IrVjY-u|s4V;wuE0x2gf9UMd?M&d!Yc z-AE}_BHp|#ldWeqBop?3#_o`W4nIK7?t}y0m&42HRer)|}l;x$?)($1!?2f!d zE$0Sw+#)~*_OV14{8t!{7h#_v3SUx{#x=O6U7Wy#$Wz9tbJ=W61=k}50tSTjzcFW) zQ+t9x5oczfEblEakf-Wu9Xcz~d%WWFPe0Oqp3p{MI#bxu08bFgOfVE(V{i!{5ng02 zoQMLa3qr!$a2FqaS|1na)AgS(mld|uu&3uw&V@VD2Sz4>N{N63RoHy0Kr)=os9biC zGtZ;(`OJeJTl})Lz%UhYLi#YrPjb zLfdkrXt8J)UB>vG%4Abmk9W$?m9Y!a7 z>cLHuB8gKm@(MC!@9$dOOBV^m4V27vx0r1l7VP0w2EH@()%lhjq52rOTi*EqV|uBw zI`daXv%fClZ!Dy-Vv;Dddr|-56`%u=1@T5;7QQ)6TKgbCbi=#yoatL|MJTD3(0@}N z{0ZXTqbPHiZo5&Kxwm%(1je;mgnDOJx@`R@#s1=<_ir^c4AY-Le8|z#%z*r{Ja`aM z-$+}{FT0ABJmh>JV~P=Y zmC1{>J{cle&%rqrgEv3FhoV2xBd4TVr1jaHh9Mc+e zu`1p_e@ocd!8G?xMT-MgBeqaJnE+#~E~s#nVO*>6{w3ij^N!z=6IvdXZ=hXt=W1rG zs}if;#9mkKjN@_H8OjJQD#(wZb0x0YVjQ*sCkvs}aVfR);SY>ep7}3Yv&iEU@?5b{gI0x3vqHf#LA~=voVO-zj0nr$9CUYd5`7+3G?6Gnuf(H$@i@GT;arAf5sh z{PYwo18NNvLAD2R4&HoPvjx=9%ix&P|58250FI} zs-Ryva&$PzrmYHJJ2Emj4>B(VQ2AfOz-qBUxd<5a2ggqCEZ=1~raSDW?jz0~0WXPi zzRx@6lcViBTmzd~t9MHHWy~GWKET1Fg0Yj5e}*dZ%dv>Qmn)49;K(`&y8hZ6B@Jr+ zYRa!qeGg=HO$H2`ze#j_9^@j0H1&w03!yq7TBx#5IwwJEE!!111J+ zvaM{yKRuE@W@P*c=r}y15J8fI^mR!KkJ>YJSK)f%Nq=)UYJLmd#np<((Ph4PXT)C#NzwwCH$W;WQ zPdccX?s4k#Y-djrC5*8w?~%#W|cNCJ0}uj9D8B968Jjb?o670++yaZE|Oo!}40ML>>Iw($%UduLEa?(in-c4d;d)MM|FEyEEXPTDx1q9kGQO~|W)JQ% z7-urFPtcQd9Y!dYe;iJBoD*IRt20Jh)O31-auU+D%k7Ch_RPOmxhbj6&?8V2!x>(h zyZ2*L67cyqTw%zoDuy$TZ3y1<9kXVDq4Oh5NM5(zU7Y!>YIAJva82#@mseth55X2T zRSoS! zD;lSh?4uDYcF@@j)V53hPz1|Z%ozlxJX{X3t|NwB&|?a)t}wrR|2yQ{kL;7VbXLDa zJim4}K%iX(2E-ye5&H;GA0JQKzk)neIX#(a9q|a5AxV z;{d4egm%)3gtd580j6sDr}NLd>R}DjsLdQH;OBmt1L;!b+x5qJXD*OG*6Q!Sx1%&G zP(3QWkv%w-fSW9Q>L0`0x*qS;IEH|n6!+gf9khemr4hl57w$|_KaHy3fL67MP4Vp` zu85pmzV|*c#Jw$#CLM2v^!*u~$C<41eFlYt&*bk33o(2YPSVjpapvDZgP%0=i?NG- z|M$)Z=A#PY@}^Ga?+YgbRm;S@&!c1^#A#j=QPF2nC1rD9 z`R_^vf5)$_nZQqO6f_yGOl9OI2l#y4;$OZ1z!rM~XWH4Y5f&C#{p-l>ZrHN1 z9P)C2f3CCD45Er0=6O$M8|^6)QSV7tW~piiT-*+998)QT*0&Gr`zPI|715SD8?R-! z*a5gbbZ7qYH71F}EY}F_f~!ZV(|cT!#ze&S27Y;CCJ3G&&{spsa&-akTnw7rcqVi; zZN=3lkyK8)l3AySayK@qi_(+o& zt4}%e2x&d5)Fnjh7dVT>z=L;3(vzWvDk^A?UK^WyaJ|%VD_<}yWv=tGO6LMu)&pmV zx6D4%!SB0|&+Eq9jJKJbYGMX-5Su5@6hM~ClYDBF}z6yDRRiurW-&MZy>rrtQ*yCmU18+C92DKfEF( z?-49+OhH*6LYtXm zG0q7g8%f@KMMHe^pJS89tIT0!C1%NyMam+5zM@r6w?C3Ki1z26$=88^9s9&1V@i-` z!3qQ7k)7XQ!ipq5`D~FT0tS|_a{>|ui2cXLFbT=tOj-0EimFHjxmq@R-)Sk)CpS9( z!OoRjf(-^-HT~f3@C=WWko9UK)Ee#~HvU_0n#5kWQBhHSdP0B(?ul;YS*_;Um+MF8 zi!Jk_#6)a;xW_T*72tK!iTZ!CH<1`?9rO>HcWUPUV3`8~xRU`JmL#;JT#b>F_xp*7 zX4c9xeq}BK*F?mxrCXN)GB&_8g>RJYBk!G`A9qN3rT6m#%fQIlh8=#*{yRism){CS zVwmiJbwESFm2ZXn2|9B6Ec2rs1=bg|NE5@1_?2kCHm^7m)OW_gUUSLu*Zz|p<+}pT zpV!o~v0R(0ab1%~0CpmDd+7E)eHq6{Fb6L=Pcg=<`y@WqQC&9(;FG!HKomvMTVhhM z0R9&1sf^oqa%UQM>VOciNY~s`fQLvL0}>(k)0`;D&BhsvsurBx)I{q2{*$V$vt$Q- zQWQ;v(Tr4MrY9tBiYjf8KFQC+7;Zi`dLA_J>76MyKuCjl#oYRi;?}~~!h6i9c12m?~) zN!hkr`uj6dpNj%Nl@zH))5xSoI}{QOc!+-1ic$N_Gessg0#^FnItI}+Fd#CAe|H)V z1z6DsX}BUb?#TvoT2Z@lqIxZtwAbH={_oZeZ#($+xnx5{3PR2c=6|h;QC_aWM%l&7 zbw0~M;+1EAudVFd-b~lXlqAN91k>qYQkn1ux>;>*i%zv@rx}}$jc5ve_~w%^VtpqO z2G7f{A=~ucp15U|XrdNJE+38N7KuvVRX&)rPn8jEI`UO+3qg=Uc_|a0BF{WXJa*5@@ z(l&n-sTqr@l?^l*2^r7a8IvdkpB)+Y0nQD1eh%CCiB2%^5yZ4%gj=HMP;IsHv+V z#5Y+rV5hyxX^9-DYL3f%TYo)~++i*B)58I5gjN#1)Eb*g>p8eslXL3sb4*0sy3{8_ zXt?Q6o>l4qd{j3+A!SJRxIwG~-kdocF?31FOOll3_Rco9GF^bklMWuj=yJ-|27-U8 zf0#vSnkBE|Uc0#bVvJmESSn54<{on_K>l%4id?u*L-rugGzblEGPjkgk}rOf!Bokf zz*#H9y_K(4KZ`~gP!}G2^BJD$mZYIr+brY3%ThQie`DRw_Vc!QPwt6KZ3NNOw?=$l z$?OA{;aYDTmcu@~%E)x|>bGIFzy_gzBH(c=h$ZCA&wHVm(TkpPE9P~Y72Z-h5GO}l z*&}7~H^@Wqzo1hCcd1WV-3x@1d1OeRevhDN#+*~&vwsv%elti&E5QY>(&2~*i<{bo&PPa&jP@b~BN}{4_ zuxI%fQ||xz?cyc=eNDw#Afu6Adr4BKeF6iDEN46%;g(D;LkU-LGyV%brUL#fri^01 z-+efSJi6LHd5+GJ!a!Z!@bt>DP^45*W*3?EY6hb*)7e`q8zsqA+R!$kwia7wfyVN- z3&bFs+D>m7i~{SAc@kJy&+~XX|<&oR6XN$qEn;y^lZn z`DJZCGBpj2LsX~ha**qW zBRa!`rhR~;PeFF5!!?rEKfaUfYO))aja&*{R zNx2vVzQS6n&RC!19oQxQG&l>Z<;T3yH89r^SHNxEqEPx+_lnL0j5_(Ww*VD!>a6^Yu}geJ0K(6#*Jh%TzsqtU<4TO!+f!~s^B2e z3xZ}x^fRcm;-c7HOx_$f$b?Z~%vl$a?%jetPA2w+cYA0KnsM+p5Dr@2M2wwxTnIy* zNIxJn1$RaakLaapv!@(#!sjjJVbMjqP~}JEsm+k0{&)Y|NuR*OlZ`_fV>^37B16ZZ zV{mJ?QECPWB)^<-rvbk5C{)z4iN3hDZTuCiBHIU{u&LEAWsh(fJr-O2+&7UpEUayZSSWmGb1m0 zke3liiP@Ak?%3_776*g&T!&tGvk|56&=hV6f^lQ7Iot*8Br>7hGIQWVs$&Wz?gB5& z5@zxvE@u+_{K#odaW`n`n(;DPdPT4Z#$dJ%6<)(6;I?h~|I}OdT#}Kx{yG?p`H11#f@<;P*YiqmEyYj~sUqsE zZ$kaUJ@biMk{Eh0PbIg?@nM~pUsKnQmPC)sM1CG2;`D8=02>-`Ve|T;8|?MlL-6|^ z{D87U0Is79agBSVgb$kTK-!Drr z9ngMbAmYozy>)mG4-hf93h`5)8w37)pa-y#!tdYRt3G-u-_?Xx9WMV2=GI_h9=uAP zG{I!~#G{U@dSWq=jS^t29x8^teyyj-1=1r=ueKj38jiBV+Rr?Xrz%t(>%OvF9sUqB z)J*F<_|~_!a==z`-}ANpK+zwsJg`|7UZ85l>%!bM7{dlV&MB?J6$_fm0wN7g*&o7w z<~JYDPKaH@gO)S|5HP@4Di{sVtd6)z_mSM^1)n0xBy@Ox3z^ThUHz?c+-Rm?+AZXjr)x>5gIaSdT;tDhcWSG{ zr^KNRDQ>6~yY$f6Y!Meq6k9Zh*$5&aAtXv2S7PI9XIVe6f>7CwBNTIY3&^0Ut?leJT)MOH;^k)&1LEr|o)yymB7D9T2Le>2KLqtr#uyrjQuc6={#k zcs2o9@*%1`5Fn09oeoJJC%3>3-Lk+}5#;bH_-GmNIE2vq!Mfqx2VB)e(l9 za95m**nl4QZG6BuTnBUA)AqV>fAS)?pANnfkujvD$xXY_k5Ty+Bajm~{~$LuBqo>4C2o`j;g6f!g5Hqpr5)!)}$=;3kStO=JEh?V@_DVBPs) zoWrihIrz5g@DPT_EG&SE1^kunpo^UdP*rDM%p`5+NGsus7|mEsw%x;MrUM#<#j;D1 z%%I^#ZvfD(4~3L=ilt5cjg*u+qVlgEV`e*B3dP&xS@+4qWne9(gL@8dz(4cKK2SZ8 zEI7Wzk0mG)J)N-8-KKszbHzx@ork(BV?%zx;pLEy3x4jRHD)2mOBLBBttYS@rl-Bf~4I~VEP8zr}>8CLa0-p{8FU+}-!xqTvpAAJcA zLwm|B0>l~Gb|Q})|FUR=vf+0cI7-{iB)us5#UU~+O_6=*UsjaPapm%q+AL+7~_iH zrUim5)Zt~ghV)Z0-pU>4xENYLNCkLnX@GzV#3YHYj2Wn^=lOn?wpz!}Yqh81SWy02cVeYMC-`CadKRAjyN zu$e*rgQj7b-EBfi_lg>cnT8Kdo2{NQ@`9dGLA`XCdE1(Uc$F1Cx^%DPuO_I+RrE)E=`MKbU=K(SZ zS!-jklk-@q*ZHYDLDcL7fEeLYNn?IO@y`?We^a|K=D2lqEEG@hyh&%ScC=*MMt|?Z zU%}mZKz3t22q*1NOPf5$`t@PRLm(f&Yt=*72W1~k!tWy?Q2W`HG#rCWBFpN;n>;-K zLx^GM%ixW4oUZkb{eISTxX43HYz^D~t;qTmxW5LtFk`2v*6==d+(ZL3KH->~*uzPJ zHCE}6Z0=1#V6SL``N0GYUfm&?@TE2~D4_ki*hvgAS;G>om?0;DD%_I_6^+-W&tBJFORsQsSnm>K^3apDEW`Tv z-gg_$54z%g%@B-8*`$HVI6z{g& zV|H{mY&4LyDl)&UOIMM=@GWQr-@|}+t6tdQA=-n^R#tM zyhm5m>jcHi^Psh&k53 z;*@i8nY8u>C1R3j2fBFZXgX-d;eZIA+rg&ayBiq=;cLR*w`GYeL1B%|k&kkopg4uq*`vi3LSKMV`#C0%CPMfc~;tryW4pNcK{ z=4cQe1WxzmW~mzH&VXVTM4b^V5Tt z{d^|nClsh}UNq#p9ODaOm@Dw80F2po&-Z%j6V?Sge)!ITrW7NmwF<78u?VYMb#m@A zksxqohVYP)l0ei84brKW&&p2LjLHtKG2o&d^-9}!(4t?9>g zDTnbDPAVIJb(}nCUeoFn%SFaWIlg@^?hRpe4Nwm0A*F-w{xx07i}y`F8Qa(vk1bC3 zUnjRsm4t?}7~ztm%B?-Au2^{4B!Ibz$)?ztWoixCU!%LYjhQ$teMlR~aSj=IL8O4R zSkw!m2`daz0ET#dN=D)|=}t@L>gM=xF!y7w=_I%*r;IcRwlmODTr#9k=c?nu8-tdn zPzITTCyAE7v(SU9YoqgP5JzW>$k2nj$e6um!D8X%+b-YhJ+#-$xvL%ww5$OsNG#1@ zI*M1*svc`m`rX zhL1V)Ln%?w#!gCuESqn@2_!$(a@=HUl&_Z55Cbm@pOs}}EAnH9!`7|EOE#Rg^ zAp?tPvtVxuxXLui#f#Y?$*F(}cZ&G<@cI{#AI6vLmJek3tsLbG5_G{lWjaKydF~tH z`pFF5v?AMSDkl8S^kx=y_)psRNmHmmjWG_1Kw90bE5p4$v~ACs*;1=r0z$zx0EQ;| za`1K9(Vr$A9<~2;xFnSM#>)+Rb-KI8G#TwJO(4=z;Q{T!5x-P_z4Mo&V_io_{N-_k zX7b0fJ287#`}d)W6K{AsTuR|nKz$<@$vXb5RUO&MWQ0zMBO)YBHa@L|$7w4-HCF5F z!};+TZ3xIqL72&w6gb}u@L7|DzIrX^p8NQue^%^ldMKXFC0DnQ8HyEviEyOLjLq3@ z8}EK$4!PH@>Rgu_=MPxcOSCeSAlZ(rn1G|iat%wwDd$f3lQS#Qy)KLxehMXc5eQdm z(sZHz!I9<%QJfDH(!$t2aICVnj!h1wnB&<9E9bwG$J=gwSCbymk_d+cNZfrJs z{ZKDAm2Q?-#4eZse}2+2Vz&1qZtmUwIt%-EsTokfyi> zy2?2cBiCEGDgYrC?rS4TZL_J!O|Y(v1+Si3B?e#Gmp$l1{1vp4s(=B=z;y#|y3Z;` z?edAR%r=rw62BB+v?)gXWnu-o%@V2dxOx3{ly#UI_8~#zb|)+e9qRJmCutsmiUEc` zG7V@WY6j|>{+gyhsYO0MlAJ@p{_>bmQ)sVyfz`cVpbC^Ctj-ji+9+5ET1Ld}lXZK( z7uSWtTnyn0&cIjUX!Dqnn*7OGziJq~tZj?bA_Wzs9m3KBzp0+ik6rpH>BY(mjQ%^g zka}}*)lLT85*G@3$@sT~jo6JXMir$@D-P?1Wvuy)MP#EgXbiu;FL4(A~ z#B3UIX{@X@wxe!o}*$`|PN6 z4Us)x{uLY&L0$ckrT2PZeHO@5&Q~lI`@`!RwdP+N9e+iiH0`e^c_MJW`uH5u2K9!e z!Ec7J?2+~pTOM-811)#3HsOzSJvoyz)-T+8(0?LB*(-}>{;tG$?seBR-3du3jwg0( z*I*MGDh{s24}}c8<^DVk+ol^$gtX#*yupvY9X7$Hj9n;l$8^54rTo~_s~>-wAZ}x4 zlW;?`#VRXt0Kf&%aC%ifKY7$jtiTUD{l#7}4`+1#F)v*8jpkaf@EG$|A3|o^n#CA2 zM6_?%_YKjt3d@lK{sb~Y#|E+=Kov&XBfN+Ak9|`nY>5MMq8VldN#Py@q870)*!#n{ zm;peQnNBa{=OJWtu~m|=+J7Tf>h(6SE1$1-2iI@6#+C?50yA~*x`w5eU~_A6g;2|6 zcMvm#35Xb_`_T4#j-}j+wqU8xa%A{l&KnF4J)G3!%fjpROI7*h5wD{cUYXVIbEw=X zRf1)f?~!6rjXS7}WoctB7r?XRsoYkVNyG}joMx{&rgs8`v|J%2D^D|9i&+EL_60W|Gl$Ocy%c@XsM625E%(in*I10 zb4%CCo%Gcl8VaBf&!3s?8Z$T%Ew5zT>X}ECD^Gi#hFyj29fxdejwo{ElsE9U+VO8Q3zzFA)C0>`5=CtXaH?%w*P6744kz;VJCZh}G)iTqI_- zoP|TrcD4BO!Lb)0a$r}}0GZ%{fPhyeD7&{xV-^l2 zwxO-h9DRzM7D1??-NT-hxl;s9#3R>`2Z9lp)j9;mZNVx7H2mo~!9RVj&y?t<2Cp;s zlkwd2)ia-1DCj)0tO<)PCF<`cJ6L2(&lAQYJvG#^^Fv1$TnW6u8=PjYzO1}ucIU6J z2R}CNSRTudwz}s2W7)e^IN3U+aRndUIC)GBxjCro#kHrB*U`aiKsvFii^^`i!?5Zr zwl~{`zAt%Wy~690UvP>%!$z+2@xM?kGF#e;&b~B)_nOq_&rye|Ralb3nPgcbRo79%FnxqJI4=DCfJD z23hyTy1X>=W2kvZl0u&}``&ZfjKhzYh`TO1|NIuKR(jrX9c>J7gZ&ZNS7d#Ulh2a1 z^xkkTt-&N)?YIb8Q$}JKdnAozxm1unXujM|C>6)rq3=F_03$cto`27^AD$6sb#u3+ zwJ~v*N0pPKtQsECd|iA-(6KM#+{1DNYICH@h-~noaMR{R%kK-@@=oE*a{Bb&;~hN* zgZdxF?9|6Sicx~`D0~oHSjV=o9PmiLI=6Lz;6(ldegDSvji*0^rg8on5bKa!IatPV zEae{x`J8EjQk~7`NMAkumipb53+@%ag9cdA6ixF4v?lauChnkfdop!jMnVD>fhX>~ zRBUTXLP0z0dB0z;=PQ}!!X9R}Zuxlzzq!>BEm46cMT@T&63Fw40Z~V(Mwf?N)dELF zn0{%Xl3;G1U8tB1lJ>|!h&DaLsf0C6*MB|#-1~#biJ0-6ZkyvQF4{(5>Pw2nRjS?3 zwM;AG;wQIx1j2XTU=Rv@gJVlVS!+M-`(W(7aQyVEuwg{T5q;NA#a_+kRqD1s_kQy_@88C2rMG%wX#xQc%j;EABbo7xyxH zYi?~A9F{F)oI30afyy$|25N*);emvQ%T42?f9A)PK0;!F>abPGH->p$B~E5P?-|Jb z2APp{(O0J1k;7P>YS1+qqW1L^*&p=pvh_t7wl-XJh5@LT3XGAD#H+ownM$=)Q(;3f z!9zr39u+9hdEhHKlQ()?ci#_$qotV#-qW=Aoc93*U+lyIG zDO!x5`cB7Oei@CGaU_h~a=yB%4$DMo*28p#8bnQH1EGMOuCxQtltOM^e`=8~6;0iw zsSP40f~}tvD=-V=VpKIH)I1^C$|p>Q*QLy-;ncwmLNC}|PS7GgxR>B3J~JLnj!B8x z!;-lutP6qf7d81f&q>$O=fYp#f8Ah8-?fv}KU6x5}^m2E&Yg`0wjf^;eJf+aHn3u+NhG$UJ8}p2NCsPN2 z5K-+{KmkME3}y)EpeIPAWzUGRlfB9{R*>=oS{u8)E|8DVu>xsRrmVc zm;K#?iQSSDKHnSV@OPbaphxq)AR*$V!8d(LbH>jQ3ZzzAEH`+0aL)aPG&9;khc@r) znt8k!Wu~lS{lm=aw|3rH6J%=z$vwk!SR|kIUV$FO!94^LHM2OfN2IPwr?ZojR;SEa z1N?LZZVoA?h0pF>s3h-tGkW#$nFR7b-Ygh>OI;6Noad~g5rTdam$t{qYGZ59f}S@8 zk@;|(`LHz1?dJGVNmUgaDzNH123qJbrw{q?I5x6Zh=wP%{h55il0i$EB6eGt;@_cQk!j~hLe z73?v${X_PHl^oJ_l`VP5AEO3T;o3%Kyd=#t zv*px7RQeHEuEfLp7Let%>8Zim4G5u3T)UCU*g!F3bfkW}aOrEHo zjN};;`D*uIChf47iH=&O<*CWWO~mxP4{9I!MJXy{=4ix21{9jLus(V6=y+DG-`lP! zQw33`MkI?puBTCRo9APTU$10w>S4qii=~o#!3ED;G=HQUZPtD8XIcEgPl{xRyL(XB z(1)lSf_qX|zqjRGhQ|+R%=AHa#)uF)4kr=UpU!5UI;``%@Iq%eX`Wee^i?d|Tvf6D zOacb|olFjthSsmn#*x%MX$tPnMZTm6%FE9Z+uHvUu!1awJur8n^u(TbYu-$;OH#wik8Sb% zM!&W%f8SFMJ6Fkn0GTv%GqOI6cuhS`9vdU)NchiOqhAzn);F#HwSw&*xJqbxAb26g z5=rY7h#8qq<7v`F*0v)-Hi}qU_$0Q~5vo|=J^}(d5d2`x%LgS3gJ5LR13G*$NpY6VU=atx+vF&Qk5$EfP)hp;0@qw0jnEiQ2-0(@pRgIZh;#DqMP^7+zVWD zBpFah7?u>RzZhMa)v@HBc31NKJiG>`%^$t_muz#<9gMQV5Cv%Jy&!08ZpWVS@pgSW zEU^?OjrtC^QlA~Z3iDdI_D_ea7vETZAq_=uC%XMxEtHu zMe6lG%0~n{T(LPhuJZ7uGFz)agt8rw4)9Pmf3_UdOiE&xM9uV{8>WwU66IhgX>_gl zY$PE#VD`e$Mqownnfg8Rk0|#Sr7rr2o09rMi~sUckEDL({W8+}U!7GBVK{y6&(_dY zud0-{gh%$UpD;k@dp*gDJPEv4v*;}3fJ6=|clz3%ijJIp)N#aST7*d~WY&Xp4%}R^ zY*HuPC1PZzd9}SA8u?lH+;7~`3c{8pd;njkhX61lPJW^od1n#=Yf4LyMnZeNLG^IgM{~RKB}7%>MGr1s$QSP2I|sBHwAMHoIG5w5w~pn z%8@(|c_j|(U4h+~q}P zmAb0BHQtx_NukecVVYwS*!h=pE(wBAMS&(uOpN6xCek-fnlU+4fd&;W<{BCcZBob?Y4O2nnHu7e zqaah#qgi9Z;m-$uYrSxfj)_S}mhQBoq!10vJHD`yV$w+Ne0iM(@t#Jg7X1+4>U3^4 zP9fzGkwxfFa@xI$wfDLMKNRCxewW-D2an&_86~$4%`Wy%z7mVlgJnme#h4mm&9*sy z7)MN&mO7|`#wcIy2@P&+#^pShgeci%V$NqPe-E#X97|mzy{1UMu(mTHD2mnRB|KCi z{9j`Jn?MtBYjN4*`uwIPS4`&{SVVp8NkaYw5yZ=z{&beVkpjX!2oSB)@r?l+FHYBiuWDb5wE zL0`HvY+iaw@EAIMzx@1Z404tEG^RS7Vi@-mvNH_G$_{Pr^CmI*3*n+|?|Q@Le+km| zuF`U70XIQNCbp2q_ZVJZoQdk&*AzESZtWzFK=2lh%P^0E=`H%FM%_XC6FKl{{o~ID zEKy%Q5mjU_Q)YQ3f#9Kc#{>SBH-THRxwMeU2F#EZYF_+y-WP47t1Go8c^mf(V&YWjkAhX&A%U}jA3r02?nVYIOo&L;`QKft&Z}mJeqGq#TP^7e__1?5 z*eQ{wadTx_RzHtg_qtA1l^r68J_WV^Hr+*Hs(mo4!#M-S-d=B!aAqKDAuTkpws)dRe^o73ZIQZefBkpSsIq+4{3LauHRKI%sTn zX;E`!UM5BB*HZ!B^P4_bFn=~gb+9F?{dMsx1AIS$wqh=iWKcAoe*U?kA*dem(}z^t zE%)Nn&2imMQKu!m_@=T{;Be;rruCH>6dh^KZP~sU9P>;k*{w{#f}5DS7T)|rEtgTt zTLx}zE;w7SD|#D8oCr<9w{?&^Ry%7wjT`?U`4lW=uFoWB0Ju5p3)UE!=>w4JzI^dj z-NBgmZDvQ>f~X?^oJjFdo2vMa#8pxA4@7rIhBYmV9gkY+A(C zDO0OTMca|JKV(-K9WU$q0QR5a98o}ja;4p$fL&^0%0-+bcnM}iQz@5%Xivf;X-r}P z0ll{bYGM~c?Px2o=#;9Op zdko+G3h7nJ{n)%xdm*VUY&{Fje|dLc7+%}oB(U}PNn3vQTb8YV2NhW;-6tDa6$4oi zc}URXu)`e0zBHEsnTJSU9|w`)0E9s{lxYhTUk|f~NBG&0#sRg55*c)+0WlJ6&o6hb z)N}-cnI*%dLD5x?K~;bVOPZ`mUloA@9q4ZxMT~>8;B2(hlcWZCVHJ4R2^Gq$6>=2x zOmUdN_OP62pbNSohemr(cl~A&<;dj+tt3ah2IoG`dOF{RwB$kXFeLCNoE2WQ7p=dj zPQQY#*m)jT6`@OSl}6=%+fyKjE4*EFR2#giEUY8V7aL&K0x7<=Pk&r2N#b^t2Ia>^ zYTc4OrJBIr?mQJ}jEMYnCZ97LRwo=eOtPt#;DnKAwx0w)*TJK*ambtSFa08&f59TyxS!zxtM$^Y=V6!-uEa#CZ~3jmWAYYxGRy?i&T>?@ zB(QYRsyO9L(hQF@(guGZ0uIM}NiF->J!LxHDg;ErhXzyh>Y{|?)vHcas`Zu#n$Ng%-HDq^lQ7Wvhq9_u)(!rLwz@#rK4?51)TW9rPgmhgu*auSf`;1~GMnPixl`f==qrXMIikuI79}4^k>0Xj9Gz0FW_jUc-A{Rav131{4dRYm8w! zUSLv=NXWgW#ic-|>Tc1|)FtJ%2TR^WWIGa5j(fXcs{+Bw%Hnf1oh~^k^{5yBBJ-?r z8Gt_{j?>eqr}sLf2YuAK^OL#AC`4DWum%!}Y?a7j0~NdpS^|i37ssMZcQHE?l@W=B zu7@q{?H<0t8-;CY-CB}H$Z9&1b@H$#s9h=HC>VvI^WV2+H_b$irqU-o)m)~83FHP~ z9)QtLJ9(zf5X2of?EAX!@OzRI6<@wEj2necg(iqMHUG@qMeKMKQ34>Xk~;9<_CWY$ zKNfSo)aMWOZ!%Cm0O0%?!V5NqnAPcuFiY4TeANuc^)%{CyX$YS4vua{z2?PWf|*fA zZ<9+_(g0vtIJHtk4IsY9nrpCTzPQdEvH)voiwYVbHghDXM& zw%C3iA=lW3jlfxxo5NQzK2|vNWJFs*Y4o*^;V)=!wFZoqpF^!8;q_rsK+rCRnL2kI z>LZF_Z!Az^w1lrf3VGe~$YxQi_4_gAc?2q6bUqfMZy*IJ%c94-0AhxeKK}H6w+Vbf zCLl-9iB;%weu12%+iH=#8fV7jUTjb91?l&~Jwxt;0*;E>0m~NBMy*0fsl3p`+u7=a zk?=2QjzWx;S_;Flw2vhVJooBZyG{NSf8p$Rd57o)seE6V*VmGYAoE@<^b$Z(K9?=D zJ>VC`d^EZGyas_P®Rgz`sXs*q^&l)-Lw+v~nG?j!O_VB$U-PT8tOMEfqjq9YGP1mr%n`h7}hIJ|BA1ItX|QXFNRON^!imFJDl963gNO$$|tg{ z1}w)ikbezq^Q4AGS-cg&yG{!x?9MJ)lN9sL{VWY5Y3htdx6eLV4lpf=IkhWw?|VFzc! zWg+gv)K&u@REn4ym*u?5ri7(5o9o+G=P+^>3I!)20kU3Ai)U)o|1#BQ(SOu9UCfbr zmh!ogcl8kvwkH;x#+%h6~AZ z4k%8qpgKEEr$R&RCtj()9#B^t>57F*x7@sTf>1m|^C!mXbMEm_)Me9jBj!pRQeu+n zHcnow{NiNs{^Ub+-tO3q4o3Uy$5uMDfonrdh3(Mt}aao;6i_ z{r5W6t*7{$nQ`-}l)2iQRd1f2eG;{brOB!HCFPX{4w40*4+Hm2=J)1V%$F}BV>LE- z^QsKsy=ia?-6y;xzdIdd#`btk_mP-&q~1Iboi}9;yYPJS|PU! zv>3=FQUuyYMq}|cxa%?9#K7Z4zD4r0vCyYRcO(JXR7ti@o+@%iK$!DyaIR>~j~0dOKZ<4#IBBfTgMkUE_d{?wPwxr0%EXi2 zU8;=AeeT0>s^!Fzs$i7LEOV_HZ13k^%Y%O#Q`p_{@#~guJMvh4) zG;5HVV=QHbU#!_veH7lc6-2=A{mrX2h4WiNLsrTTH)9c^-)Ex+R~MGsl{k(j2)vZQ zag1bFCsk63sFnBSkw&JJu*a-I=<)V`gHga#ch3% zkY)9RytEfxDIn=K!H^;XC90SWbXTCkcHJTcC&xNy?rQ9puSyaXQ!R|x%fU?2JnW%< z0tFZ(Dosie{WIgBeN>z7T=J4z5kD=D#6fE-LND$DKDuOeDr7$Vqo<30-?3P2e{O^+ zp$G}|4@q9s3zFvxWC=9g!2GPw_bbk^=mnF?28%R_Qwa&&hwrSDi=c$6tB_cNcC#NLp;2YGnyLtZM0 z5eG~WnM#!FC4R>FDykz$z)3k|A-=*|CqFy=URKO->JpxRAwRTm>^osMlD7!Ex5|=( z>%p8qDxdIt^D6NNmc}Nv=CBtnM*@+V$A|9dN+$;nw4ROc)L|5>Dn~fh-__G9dN2i9 zP7#!BzhOxp{?UFp;#auTH_Gy@LlRXVpV-(rOy@)>q*@d!F%S1uFp+zQn932JZP%5dDB`>N|%#H>$zrwYw&5s$DEfVjbXl17c) znqc+)nKq{}qT0C&)5_dezHx+84~9XuY4X4CL|P)0XKB0tmFsze2Uwzvia)3=ibyfQ zqVz19x35%&h@p2xEA!{L>&1%FAd)eS%&|C>o?INBI^|O|EI}iIbSQ?dd@$lmK+Be% zoDr7fF!-~Oj=e@o%zu6)a@Kx4$nvJF{`Z|*qVE?)XjFK4IWog@CDx_&+2*OGuy4znKYCb;!` zpM?EG)ktJm@}oAgSKPN;+&YOuq0IKoalibEslGsQ1pDLuJ%3Rxj6{z~@O5-sHhy-5 z^ImytnbX*rZ-urh@d#CT=D+WJ%=Y|T`t{@x%9=ErGeU!Hv)4`y=OQHoMWjb3P5ULq z;i_9*gXPLJ%h67J?_ryv>rR3LA&cxMG$J1j`k!$H@zAB9INDUHk_iyr$_#i~;_gwY zhakT`V_Szw?WrTL zz%#+4`3XzWJIPl`S}O6-T!srRN3be#=nP@wA8#l$=E`~_+{bdVB3XlqBwM>ylMub z>t;rTMi*cJ9X|~?ojM6S`SF?e2Lt{snHG zN8<98o&t2>G#it*>H-JO@e^UJ)>%DYe9zbbPfZnnmhq1_U&~y94=Ic)KFkK*LlCU2 z9Ojw(XXy+ZX$cQsEG&`8YKr=`?)6E>J>BkX9@zgqos?emGFh?5R{p9AVgW zdM(U$H4<5BFCkw|SG06v^T4WqLeVNsL!#<_`|Y9T3gqj>tgb^h!@?2dQP=O>jgI`L zCo}3x5wOv_VKBa^rn{x>jRo$=91*Nji+$W>(~FPWB|^7lwh^?#pS@nYQjyauA)t>V{N3Z#K=D)$vW zG0sLmwyKIywTKOGq#GmB=w}^|>C*vLGg*XnBsA<PhGhS7v3DHe9%V#G09YNge@bq4%Zd{$>V=NsG+lrHyd#E7Mj4r2~6J=8h*{Slsb| z9Y#oT88Sv=T%eHt36(Q0_pIp6*w;0)tmSJgsvjLv6T}s#3y7hy{RS}@7-i* zK`vx=d4#t9VkfJjEFGeE(%Cn=i_n9=z8c>fn0F-33?XT6HyT9_BjavA1~co4R3STE zy^gA9qsk-jN-W>|L|XU3Hzi!P=rdGx<_%#`B{mB<3Pa~Ro(7!j=^G=pUdGO+T1Qv+5a(G~T5wHJv9QboxR0e!JTi)?c0p;yPggOb5yihX8$FaKiuE5{XcX}sTihmX0 z@Z1#hXM`}T330Q-Z+S5a+tT1*GISNenK4MXbzaX~99z4+wXT0RLKKijAEMzk-?%?1 zp=T2rXPNmR`6&9-VnUZf@u{bfR*-hk%o)VbQz0Zdz3JEXz=9WTop}&RJQ-33j0(*` z(wxPmZEs+9!qf%JsyWdcrJ%2cET zAzobi=w`#=3g@Zxr7e_0k4DBl!MP2SNOFPPz*nBmu)X_m+}n#NVJnC<2ZQi5=KC&w z7nj$?LqFH}4%+?&U-XB5aenv)DNfQkA>BL7mj1jC37gn!*gusoZ^j56%ch5;7X$p( zc`Ie)2RrItt*4N%$25KkaLjtk&?aYU4xC)kY{{TO8-YFQ zTJ}-MhT$zv6)Iz{H4As{9*IBQHz9A{jou}k?6rSUHWuwh zZQr$dwF+MUpIADNV3~Y2jKq-6Hx@B-)BDj`j zcXcA?7JbTft3skln&J1Klz;w9*7*$HhMG~#7^%}xToH#X3WK1SJfej5B;b4v+>+bI z-YBC!d_#$h(Nu_uG#}YRAt)+Z|E0S)mj(c~4L2iNnzV3vScWrHccQV^ZV)D}tnPDnKY(mi0~W?Ru?Qy~?zD=nQA z0zrU~?(KxnlPd^*o5ZylVFA}q8 z2^|UliMG3D6_@{fsN}ra8pmbQo|%GAS7=_RXKZ>8&+rwkf=6etDo=TsnsDL!<;LrN zYBcj*pBs(H_^Cun9ujAfQ@Y?j%uId@Dkg6JKVmCFk)-|S^cXd<#sAya*JuCY`PR(J z%+8f3^oi}k+ZT_~?8sZC3@r}^nyn$XbrS-#2UB@0@&%5PWJ&(O=ZJ)ZXZQBX-kwhW z=Ax}Kwj>X}v#uy>Z&kVN7w64dsTjr?$;ZgU=>zXg^`uj&ZLH>dewC|wVs3XHPGw$g zOLCjTaKC@_NXP`!=}z)941W|DA?Y^T9D`P2kh=CUj1kQPt)68KtQV2;s=U|yEO37U zw;UNTdgo%}S%NRmj@gc6hAN)eWT-Dlm=qoPM$>o_Pej~RpsgaWK*>sga*%qdyqx}r zG$cFCZAb2_Nn~7t3-2=drBBJxI{%1`b$F$OZMm^yFIM_|Z(Aa->>(b#soXuv<)G30 z6?jWPSV7u@eq;J30`L!&rdo?V`?cU?m|^-e7+}D)z1NaG^pmF$Fd@6AVg?bgM+-}z@3Bal2K36M(q1jbi0u1AIJk+Kv&$WyYMp{F9W$N%C>iJ%2N5#LxN z84BydLHXbN@7)WAf18Ew%S(NiY#utikN475&P}p61E5<@9U`Q$wH2Bm`YgsZN1*Wo zUXgcF>vra3#fSDknhz5f0j9R%xvXjpUH)K@|B=pdPQ`fUfB$Xq<+U#=6oe1+;%$#e zEH{PiN~D2dM`juk(NljO+_qxXD|%6LV7cX2n~`{BJvPcN-yi`@eUgm|KmuBdjuyD` zUastt^A=JrUL$mwtv_3J^k;=V$d!<6f;~jZWu^*l(KJ3EgNtZIyfE>Mpa1%HRg00( zAPr;7nPcv1#238S84hMBUzTB*Am1lk-EH6fIAEw{W1XL1^Ec&Hd@+$zj?WwIA%xFX z_I|`$zQqAlJL(s3)m!8;gVdM5q?%&-zUpsbG_k6Foa_kp`m_14{X;J+qCf#1`F0~e zjf%-VWwPQLGAckkw%bCyma;gWn~X=h#_CEZhwTxlaPE|^0mdl$Jgn&V3!a^+f=$LI z_c`UpuN~0l$tRxlm(@GD%0}5ER2c|(dt`pglTWrMREp)Z%_)t7G<#*=nK13ygenkN z6d{m>8Gg%3S3Y?{zn)V;R z^XV-F<8{iQPsQ$?WAvN>EW>U5D9r47oh-yrkT9uyYCnzAB~SW3$%(w##umoTTnbQV=Z!7vTvFEaRo0o`O!a&EO^dA$e*mzlV?e~?V{X$!^F_z>?^*lVqXb$ zSeB8Y*Rxus)R*$DM>`gaKgtPXKhE2=&=JX;38O}J4o^)amD=UXveOlir$e5`D~vWP zhn|Oyt+^_y?lODW1hvO>Re4gKz8(oU)`Rd}$+bP*! z96R&!u{iu@0QlTy3HRP~(brn{R?%aL)NzQ8CV*+j)o-@dTNIG;j3e_7f5P3p?pLwu zlN`F?g#em+uATx%@+*X#r9@nL;a7MuWy1@yPaf*kItcHypy}7ZmUZYAGyIb%-BcKI zGDgx8)v8K*R*aW=8Z}kmt)DXcM+UXJWraz%W&hTe)sz{B)N~ThMb?+_BAIEZVw21( zkn%tM&`%Mb7jFxh=ode)BI5K6Cv>2xR$E2L{$}OMz}2|NPZN61caW_{{^;;C0J#%t z>>Owc0u0Ri;tzaYiO4#TD_o_r)D%2a==bxGSfQLQrGL(Y7dl5 zp|4D`)Nh_zD6?+dQ>H1m3i@c9d+cWMn>jfHU3xH!yR=Gi@ILmVq844(k@@KfNOC@y zurlClarl;K+%MM*vX4;*azv8t^pk$G5I*n>fE#+V^0562|0F96-X!z2`~~mg=J5#U zD(KB{du3i7WI9~Z>co<&obm(~%)em5G#xMBnH}2BD%_Q*rwE23!ko? zIf2&U3@2qnUCR#F+^aB(vap0I^0QDUB8YY)Y_>k-r!S6okTNjj^fgarF5oHJNo zN>c|pt$H2+-r!+?eHTjJ9XpSzd>q~vTG1=~Y?B&1s)d}_;)?3Ac1UQ2qP-HNk`y_( zKF6NwVsj2o?LPFEIP7_Dg(fU+2F6fByJ}yvh25-nWlPf10B$;cWe`6#Rddb=7NZNr z(7<5@n%-~0=oS)RjET4WCmIXxO+AriMdajZp_X4kESxGl@U7;h(s9ouWlq0moCFE( zFVKyJQJDCg0hly3>LU~qwEIQhLMQhNO@oagn}{V%S6ZB4&=d?3CMq9+oC-KL$#Z(* zF7HT-2OcU1eFr9L3KVFO^%cFL>$y6=`EBCBK~zsz@6E8et{0JNrl@$RNR-~;sS;JD zf?HYyO-9wERc!ct3BxmCxhA|Be+oBqlx;KRJ?NMedkY;QH%K6w^D&J5c%OD6+AbfS zm_*<_mBif&(t0@tmX+CI&aBKU(;Z%q*ZJShEY;k9oAC<~ArM+ybxm;(xAd*&UrknB z$?z4SO5hhPmDUZj{y$~A0uz+pC|wmq3dpu`?Xv3h0#eLHa?{ZX1o!hl1|)SQ5lK%) z<>^MMAR4=IR(!JX%bEs!^uX`22X-Hu7z(KM{OvKd6*du(%IsixY2MJoNMJ=&%b%pL z|3Ujs$V4IZe2}|km>L=RraLheG6DGtc^l-dxcXLJ;(+GUx~$ZLRkC=^YSfL zb>09Ph%$$tk(QU7Hxbw|+idX9`FGc2k_W%jr@796f~LEkC^tSxrz;Z|#tRp*OUY%N}1e4XS&xNiF>jOO=NILuIxJJ5{xM)y!v0EB>K z8Hk)m5*~B6En^<;Moij;j&)Lm;in5T&U_P38h7E7z5W z0+pK#*X;}wA(r-U8j9P~ebdn+vZl~&OYrUlhg#oD_Ur6zRUS;MHw4pUS4jr>eoXAW zh(6p8Ra{flqYtada=zHgGANH}jWpf8`=k@G0uVvF13&PJ7DELEw`BbtzG)@YG;%3K(QAx_xJ9saB8Z(XIy227=W2|QcaSc?a~Uv z=IH(lbAoJ{bwYYJMqsc7YS4(pawCn>IDFXYwlXtus1uZh@xKDFE=hiw__O8)sa`%^2n<+fC+D1*59fNqF zkUKJoZd>#d9}MFU#KXY&D;T-y4d5r#4e+X>+MA;4w8zT-(R%H- z`8{v!#kqSy%nxB=I6BEqp~g?irr*x^Re%VHTfq4=sR|TQ!*rT?N~opX5^>Y$(LYK{8dlNi0`;e%4i% zdYpN8XrJhMqm-Qi)hoY;xu$ujaX^G_do3)?9@y;^QXUc21NYw_$^K`g-b*I-W{|1T%9_* zah9_0a<(E#1EJ>;aD=L!K)1&)lKH;@dfU%EdOerE;QnTDeV5^CGJN1nG zy5#+;yOKrQTLaB=6n|P;e4-CKG7a+=IuGs9vJ*1|n^evI79~HMkRx0|)pp?eXsPFF z{x;?jn!A7qEub}1OpS4rB()aBwe7wc153NX?Gq3#X})^?;O)RIuc7Riv>m}3pF(yr zD1;=0&Smw(Fjj{LfWkXKq5Ss!qPcodP*h}m+>y6JUTB)dtykh(U**>>hu^=H;)(&> zbLw`_6>=;c)=!BaQW!cX%TFU9nZ3)kSJwW4OsDU7#ad#5zz7S6|GRjYW4U$L?YN6h zZP=k9kuMuV2`?nV5ArQ}+LeUzcx59TZalT|1M_>#<~fc(ZCl$yk03NAjikXy?}LFL zC24g!4@LxL+x1jhl_79k#fG6Q?a8igpC2> z%7-cDtBL>f)X}ZBsc!9-QIxwc+`}fcc^__A@QTKQ)(4jiMrwpzdSb%>~6R{8`byYxOnI#+|5U03nNUe6!YJWfqiFk*4+U+ zHxne(=4rsrK0I~e;_cZ`J8vnv!#gRiA{;IbLJi`AaL#ZY^QeMgFEmN+P2u7FL_+(JP7&+Ne1RyEG^Ryh*O=def+J9<3nz!jFQ1DLdM^Tpj)R{4rVskYiPqGJ{L=r zv9re59YaRvXa69kVzLLXjz*eMvDlGeSr*11Fh>v~VyV$ly101)#FWn8p*-5(}?TfxjpVrlduEf&c)?bQc^j8mF4A9y^iyg*1 zFf_oyV?!v{U2j-m%ylW)PxfFB&c$HqlDa|`RZrnxVY|ALw`3`cuT5_I2zQi&B;6s> z4g$4szF3{Bz{;}aBxp^(Dv_}ZQtcWvrI^A)VeHa}e3#Z?A(MR7RNHGr9(;7Xa(}?e zui*!D%_KrvgD!6|o53!Oo1~8&>hM#U;ZBtUx+ts6r6YL8DmK)GUW*tW1lHpm68~nK z4PJ0IcP|Vh&qz8#_ArFp6wkKeHz#5p=swoxcvbO-MFu{1G;Ao#_B-Ez&zs>?TTYk@C*hKA;)> zBg}e;>x-0t@-|nOQo>g98B|PXhK)G3 zp+&|?xv+_RpG8j`5%B}Qj}F<5i6O{C43j8iNd^&E**938i0oesaka6z{tN9Pa{aLp z+8%I9!kLq;no3*Wwy}5IL|x1cA{2A1Dd#LRwEGm2`LdSKr6YV@*uwP5+q8UZO#uO# zcGwx2r;2=4?S`jC1)Uk#-t>75ZrgqJr{wcP&DezYgk}1{R6>fO+r!3O)w%-W-(u2o zUB7sQl4$g#&8W;u8eCT&6V#rYbeFZlm@MCd_n9v`3$1JZrfR)0wPWYAbAWD1H{RJ_opK(W`fuKdG9&(tuVe`S`v+?Hs+y=DJ zha8{3iSub(f{o$v&?*h`gF%4xl6+k};+dP4BxnqG9-auXF58vOmzJQZ&(%5K8l7!> ze)V9qS+F1XX`ZMXq1UFt9F7&GPaNUZ3_m|^oz#=#&Q^Z08(ff3!Da(9TYY*r6w9Ql z_?sbn%FVJKWzB{%{2=SolU8CFnBb|c%O*9r$8wdTHbRWmmC~lCw-a7q84wo-FIXiO z-I{y#`iCwOD~n1q2p_{!^jy@tZ&I|+uxnhfQ5h+!B)~rP#j#-QrvoQ8x$m>{Es}i} zm*7jK!etH-Mrv{&R9lBwPdadA{oWvEZv2UXJewIY1joi?4xbC{T?|}qX(>mhIo)^o}=gI{7ymc9t$! z;zb}~v2!G>$-9D0xU8CtUunQ3q*xC6>E_8lk`k=StHZrj?2%!imJQ8d<*pgt^5?%_ zy;>1p$1Aa_OvE#swHXMa_^#eNL=mvaUlj3>aRvw&YU+PBow`(6jlNwoM3KkuL&Xtg zX>|rT+jAyOMb~%HHvadW_=JiSKjAJLp;Myl%@~E?X%2u;)zVs@-ia@RD-N#Q;NgB7 z(|dUh@Vy3P{U#9!(Ax|bW{bSS8goygKZk~QwGad0Qj-*^dw=oK?3W}M!u?Vl8b5t@m5q@}XufKx${<@CwVWOJx??A| z5k9SnA$@Y)xynT!szvj!67gpch5a{O*rD%B+uGYZ00#y@nPpF7dXK>21JE}|hdJG3 ze--wSxLL>+Ku0P6C`M6OiDwH}S+a84F5OmbP?^$3`(e}JT{l^)qkB|UWNurFf+)*| zWCy(b*oor(zv53ddz|t#?CZBv^nf<&I+~n+r+RWwOG&Cm#p%fz8X_Yo7g&sCO|#*M z9_n8c?W%;pt8$>SzE70J741p{Tp`c0_sn@HsSRJ`i`Y^-j52e7pZ?^Cn_DqMFZqwL_B@m*sYLaP@ zKsIk-8>&ctZZ>w@uAJh^BpI|bGE8c-OHqQ=r{88=3)qs?l;F#*6_<=U)m|Ed9T?7X z(2-5zY4r=f7lWpzyn+~;Tw#;k0ap&JW2Oex8;famMCKz_MJ+KBjRj!ZpYw$LAei8m zT^7vJKtQw66-wY{Mai*`4g0IEDAcg??kcqtI+JvrIgo7Xp28*?(L_M(;`4eeWPP;iYxVeoq^d)qNrh- z*3LErO6jQ3m)zAvkA2{hkmtKgC{WBb-wgRRMxdhD-t{taSe-Yi5}qc9k2rN6K0v&* zvDiznPNS7~cgJ*`^MzXoKo~Q~oX~ZYWS_d6&xv~Y;Kb)}>PgJXNahiglv!Q3%F2b> zs8G2B>PtL*M2*;X`QRRSc(FMr&aUG=(&ZALS1%fZN?L5fXaV6>si~}XBM!IOA zud#In+`McZE#<*MzsZ1iTY~ACgws9ah|kUODx#AZOwXWb0-M7s^AeI@81TUgDo{sD z6)giT&>R=ORjm4>i=@UzwvNzc{d;+`w=dC}qa8yrV|8Q-!3(AUsL%c=+8Y-+l>uG| zb|G(vuHZiF;$qq0`?NVpv2Ja}y3k7+d4?>BH86nS^a6%UgtA#Wt()y7((D*MY|nKC zn}fLIhr+-sRn2_poX0gm^S17{+tao!lSPzuq-6C}dAhG0r_DHBlX!#gr-C>6Q1jnC zmO_f=Fz56q$sJ&Rn@p_OlGIKDedX#{o-)HW@aKRd^9k1Wp5HuSqDVcgisUdDI7cbn z$#LXs5)=W>?Ek*=g9HGvx#@3Z;W%UA9=6&4$b9%0bM9=#=|<&rH({og_kLz@P*F%g z@XD#asMv8}H#h#YOWZjkTYrSO`rmiCj!D16P3P>5_jP zhlzWe!7bK84-@cdP_eL4fBP z5j$5a-t-V<>-N>Q>x|dt&oZMOq=OB*k|@YZc$?9MLf;{2F(d<`+2L}|ww0aiOq+*c zw-*cl`;OOWfy(hp6`w=OWu7fFm6r)f+UB1Wbb}ue+2rvOJ1lx-&F?6FNHZNGd>OEf zk$cx#;)viqCC_RoS{M~1Ng|v~H3)`B7;n#t^JVV8AmrfWiWR-o)6{XLo@7jKe3n(< zZ1AtX6A#wy){~U`hVa?H3v(C-9?9%dko}=&(!tU9hygj3{%JHGPnU&0lIb&KluL~U3py6_y6B_TeZzv>rhKmzbmuNb9u4K^xGJeDTu7R6XjdY%uJn{GGXb;P7cWfNl{pNrAU?vCWxel<$-ty6s{QcSE zQ7IqZpV#~KdcK~A-hirJ{@1(Tvxf7>Lx2|) zs`nXk`4+&1y3pYP+4#9A!IF5oS<*z?bBjutG(oCaUL$2~khmRe0R6T?N$Yg96AuU*mv zraH0~pGm_#pxgjn42hrQ;;h>?`*1FhByy8K3SG;mw4j)Cljm$C$ZSoyV3+ZdFg!e) z>rv4DdpBs6&&KF#1KucMb0_xV#|=>;?rq-f$l!87x>_z z4)%J!d%@45xBY5EW&cPA!A8hKqA0$wlmCAc=M1{DJW&w?u=2g-hieNLSC`9^65(>@ zYbl-0`8{Ri^WB>47_1anMT_7iGm2+dnBEy8A8Y%xVZgtqw##BJHdaTY&-`3mfSjW+ zAKHhngjP9_E<6yDJlZ@(CuMqj{sn*?HX4QeO5u>zyi=e){QTIJHtn5a4yhhxwllby@8r)1ugR5VeHkKggpNAx zw-(dEZX77{1`A^7=V);QNl>=mdDsdpYE;yuUsi=7NSUb;!n|I%bh0;J@3hGDAcLje zzqVznBbyvl55ypo^al0rND+U4`^CBIA}W2l*|DSs|sVfK59FskEP z`h=2o1snm_5qI_9osZ4^l@~e5+~-IUKj6QYjFARe2De;zml{^Y%a!~~+ZNb# zXyOH&l@pLk;fBG{`y1=K9388ZV*dx`FEVbtw9&!dFkQfL^PH3hfp?;w{vWejmE${O zd{YWm=z2YfEk%9`*BTMZ_~G-f zd;a;P>^>oqkLW(edL}eTN)?A8>lHxf6MeFW3=e?C#f%>U+wc-0_Rk>Z0a9o(zlt4v5kzDA2n zO~Gab-f&hf)c9#q#YKfgJdJo@!9&cU8;S`vrbu4*St|yX#zmrj6on{|NTWs&_6tW~ zm_BD)!5_ZwT8~HFMl3gSdPS#4?J6Ns2hYDyeC*pRqPs1jFSBFu>{`R+$zH*l3J3eS zm_i>nc(?xd;z6yOr+7pTryeUm))E(uq+pz~k;oNt*S{Ew9rtd!OnyOJlcK1PbckPo z-)*@Z=oIuFPMK?FmG|R~+l<5PW|8B#$hl@mTy$)hg}(?rN8|LuK*HsOP^JI_^5_P~ zI0?oHVuEFzOyfWnAlAzG^r&@+wn|qv<{OziDzz>#wyvnxFewHHmK=cJKvFO()@Jnl z+4SZt>IT;Lm!kHplxkq!3W`eRBYbok8QZ`z#90G(@Q5L#=FTTBeUh=BjYXGVu z7tfIL@Ny947`_C&vuC-}a{XM7pRBnwT*FAYSLneR7}GhwG9@QxM|;8o%xDLPAO$CQpB26+tfmYJKt3D^-j_xVEE##J zLpN%FXiqwMf5$-K*Z0hh-4EY25+d;{WT@;gTGaW&XLn@eZ{A>Nwvwy-xDcDO0z!AR z46zSUyBF3XC|;S_an8y&xoLu3LR}vvcudy|e}y>o+3SBkkrs`kO3!X{g`}1Zo!l@M zBb8%35CeI_M3E$(KmUtm0j8I|;BskpE?FE|A9(K> z5T@kuVe_aRhup*5NwUL?P*#QIA-d&Jx*p@Q-~vCK zhbz_QkW$W0(DOSUH|dfx(l$J+!%KPrh3JuT5^I9}M0PJ(w+0>G1mdoqk$o+~gJ%>8 zK8zIvBeIjHd$MQq=tq9g+}@F%{rbS#ymOy9*efw^ zxD_6@VOsj~NiDNUHJzGJLDFaMd-h z06NX^_yBN4oA9@RQK(K^>65B-lg;bGpDqQm3j-e{GH(&e!fwThRy4vq?4Q^gxh-jK z87#aOV0iuX!CSJ#>3Grb4^GL!n?@UF931FXWod{K2INYUhH0_7V~dx)mlJoyND98H z+A6f)+6c9vjSn_LFf7WI4$Go{3 z7iT^5K*>6=z&-NP4Uf^F*x43ZlMrprgw>9=QLE6J4}stUQSfF_bcevTo?K3II~Ahq z?P+Lkyg7;e;jn|DxF*`rsTkpVD!|(v4;~56`P=m9d23AsZywKBN0Ujr2s`1^Vb)@W zP0;{`dP3&hJWGde-ZB5~eBbyUtCC%F3e?52#%IjMIv@-gKWD=6Kao5%Op7G7f<$aV zWuR0KeAwy|TM~GM(BNLM!@VlA7iz7FW%!b|-y3;p`CbgciAs>k0B$g>Zpf=x`y#7y z+CO!!06f#*LNh$OvNL`VZ*Gy`sZ6qXV)b;c2)ANF!^>8N40`-%JrnQr86NYY7)(pl zSSI&CN^))YuXWJtY~uX?Rb-3*>_nh%c~IkgHyfQ4sNaXfcA;9r%J3);<4gwW0=?}_ zw?$WC-4P+XB4iQ+AVC?^A#;zTt>pSZqkJ?`%Eo;iUFSZYVqR&w@Ke0g!w5;8gpnPc zSR8_7X~?P5Z$!?;cO=4%oKdNc-wMcx04UD-C(Vw`;+p)0)uoE69KzP!j z?zQCgx~pm>K|@P{3IfM(f}XcjtBch0p(1xwU06u_9q^YnnZ0PUE8M>19_oa@McCUXoD@Jt`Lk z;Q?t`)2$C|&$+p4qOd{@58sc_p?OQ-Bqah2JiK$!eFNPwJF8D%)eML!)*xExlj)k6 z`TR;u-2FsmqV#SKct#0yU~sSFmQ&Z#Cj;!J{##6*EESB%=WXDtt)jFZYx#D}a-E%( zWHF+flU&Mtssy#AUas@_6|o`QKpVrSc`)$0^4P^UKwKcG`KmJdpF21FlsuhP>OF*? z2-x0RiwDnlNPsd9>DQ!~G-np{JnP}R5v9aVqe_QSApoKKnL1nd>_rO|t#Ve@k>0t7 z4@Vs0GNg*qNeSNpRGD!0i=N_VCtR-h1<=xu$OB(w50h%*jnU4kIyB;seos|1Qy-+q z!1n!GO=7@AOUy}B+^J>aJv<+wJ1Y8W7#>fbgQJgwYmG|HTgfNE-rOl_snu7WIl_O+ zY)V5OIi|BaclWr@=-%M3-ia@i$edXW=i+Uog*kd+ZynI^6xf<3(?V*-_E(s|4DQ@$ zpQVEvX}|;K6`c3z0!bVZ0QsmK2w?3p4lOU!TKfZHvOHQ1yy0qsQ#EiE=dJj9WN?S| z@jWqHO*IY-+^0Pyi4w>-2uD3M7B9^$S;8_Swiqlalzy%FGcvF9^+%;GSNUQWoex+u zx3HTKSCypN=-T|?`b!gY-I@4iUod)JBAFZa8HMXdcl!FS8!C0A{x=8VfR9HjFzRdq z+;97^%nA0N`zpsODnM`pAKVO5iHtc$QP2Z)r!nFMLcp1<3}Q$jpc95w)d{9j?2uXv z?kj>xxJ99VXop!@sENDU%eVir=G%hFI5Xd6bfTyT_}ezE6-_ay_}`}=s(SG-N>Z2+f_7t*!#9bVk z49@l5$Z5|P*Y|rA*hzl@kO4`@II(*8(ABK0Mc)Z0kj6naW)mhdz4c72ZoeQveUHG^ z0I`l9<*v=Tqs= zu9v}JHu5~g?&a4O?qmsU@wyJM`jGkm(Ek06s1kMKZE%?WhR$b+NN2Ta%=i17qt{r!2tuWJzmd- zNx5JI9lj*je&_S#SxeUZj$e4SmJo2pK=9TGOV0)nax=5` zo90wqa_45P_vJ)79OMvW!w2AWS{g4Ll`r=D8tn)wNGdgc74L+*rM-2N6Er5>@A9;f z|Ni-p(Iw+E#*dFnQ=%y1Y2#sobl3cxOoJ=hbhRwt{7o&^`ngx@QFECuiP!%xPFOhJi!2t1qxtQuX|&avAG;E&J|Fc*5>( z0%vv!p94Dk8c)yy$=_;m)4~61wkxUndiMQI=NR2-8l%77!LigKafG=uZO7%oD$$XM{)ICJdD;n@A!htaL$iT(>eu zr1CvdglnE!q;emI#lP(BKj?NadRy^a3FshWBZZCpi0s|z#{-OCPn+4r67~}I#uh^| zz1<|3gV6MI3%Ro|GjZeWq4!hbEY5~!FSFzju03<=+%|goaj)6PFP=xd$Qxo^0zmM$ z(&qzI9J-Tfr&vA%q%VOnJA8)a6`~G>*ae52OL1rcSV?wmXRWj;F|2(9?^`nuiafq| zu{g|;D(Y%fTmw*dd@|0C2TJqq)wAQ3Xa!Oyw;w9|F3Dec|HsZK(7F`gLo#CCf4k+(#q5O_%NvTALu{n6*HZdz{iIh|h@i0l0g^bx)!RI+eW-B#bNh z2n`bViszKw4JLsm^G2U7ILejE=CTiOJW0dzZl1%`R8g2E&~45X^HeedEOvF7DE{M; z>G9wd+78C=vf%Dly#BL&r|ZAysoLpQCT_qzp!Qy*AdwK*1U)*XLx+;Pj%f}rE}v7v zY_oDz7?l_7?wSuPhsi6!!g6FguF`a{#%YdCN2its8$Qw+{3Mk^_LQX0h$ z-%!-LNq8&jxaN$j%~rpd(_(1FQeA;N8&lL92a6#A**sWlY!2N26Z8$4D}=Wf(b$PzjI)hw-w&?pvWzoXAI^D^ z-P|GGw-lInq)jJKcFU00d{X93VuyFxiI>Y6S>0xQAMdHmdkMv^2o2{X3DhD2Zc5zI z8}E)0TiL6Ywz_6KV*;r7V1hi$u|Bg_JQN7EBt#2p?ttyc0#4Q>L;8+~B8*E>HX9aM zU45@Oehbx+*wNKjoYqI-`#lRd__B#Ci9L{fAG2R>j!F}*rR30--AF@wcr&DC zX&8wcLOoviR8+1B_P12|zSKVw8fWtt#nwfPDR29Mp`ezST3$2e!&+%{1#j-1R2$y1 zgl-ahtxMTi&^quW5&RQdfFr_OTmc}?v7Dn8y!~Dsw(_~wg1kNYtda9*vFi_#e-w-FAS20qZZtdmxDSxYF`R#@)*Jic^I@k}{g83ZqTy5<*5Z z2c6Wa@{2f@pnCd;xU}Q$sUJ(F{*43v{0vkOH;gWV_Nvb+p8plkEpQXZV42LjC`%_) zSDXE=IwqgIrVB^sK#;?h=y=wSk)EF3-a1#hyM66bZW*z2gvR7fsfI1pe>~C($7M-R ze|O2-SrwGSva3QDdW2@jV0Na~yV4q!bUP^P@$??LlJ|0^UwwR1vDab!E9n?7?;c{< z%k5q$BVSQ}fM5-O3sS^@iP0@f=eLnQvCRcX%)6$Q)N_^|jK&h87@VEp)%6-mgK<<8 zEE!U_^sz0XI#6xhc6v&3Z5riHRD; zuFrB8svlYe*iz!X36O&(WTRE2J`Y`w=6auDn*u3T|%hSCuc~ zu7ok);_H0nTyV%Xnjvd;Md)I9rE2s|XBW1M;N1NY{Yz*=!$70+yAklL4bIFD4_kI* z*VBWxk%g%>slP!4<%=S}^ZeJ&&CZcP8I%*}%w-?5bpL zqe6Z*l_1myVd9DB7jkorpNEZRQG*(J3#)Hg7>a@kTtX9RC}@dDZvugrZi>D%)In(& z3eORV6m1bB82^EQRC(s}Si?Bf;PqgN6-JV<{5}hoW{P&qRigIZuPfrZq>rmS1XGZ^ zn|fW)=$V(Q4DatJ`klLt4a|ta4uE4dqn=iOR6g$lvj+}3YsT?^h_+9IiwyYBCmj;eOEV zqp#@+i!MkkE1evn$$=FE7aJE!$H|w&?#DWx)djlw(U|a+4ME&A` ze&?<9ET!t!P_k5bWQ;$^BR_Czfu^^0TXEepzD9s*xI4Ri-M))@qk7!tDw7poENP_~ zXnPP&ukf%>fOg*mVeDb!#;S6ZEoaBkmRaGrXASpabcf1cu-g|&_1j48y>ffz@j;?P z^^;WjSv*Q&GY9Id>-_oeq&VP-Anz6(r0j8@nJI&q_@d+lCORo;+n@LO+5I+Ko#t9x z&d#ga!jEV%PcH;!`b+PX0+UWr5CXu-rpCJKO+P>M zqmEf+oJ!P`qMvLRWZCo#NIl=?JDIw@EqjYn#jp${e zqm(GD?dB+8zj0Q_SAaj+LW|2b;bvDi&sSq%Mm(K6xeP4`_fW>c8&0WpUD(p?lBZH$ z>`0v_ppu_y_@i_&LJc@aVWhW7XDn=&d;3XpN4`;b0wp`=o|jnHNjFZ{<5wW}hiC6j zZ=70;u&dhNYcHiJR^l-0_yCfyjUQZ8hxW@GA_hJLd5S0SVrn%WU+3nxa{wVQ&Qeoh z!kEJ<-AP-1D%U0Geawf|`uaZGmt97+xVWMWCr~EZ)wje~&Gz&Nbi+HsAmS1=!Vq~r zBzfKzrkrzMVw}fImxyv_xpVW>kUDnLt=`PlIpbLfbn73M4?MnPDvhTSq!raVA!ky` z0j4&*2XTWQL8fEu3U6UrG(xa#(fxW4xR{cAF)jqd(jq8YtOkfmi0AW*t*^+QrsIK_ zx$>kZspG3&I=h(TqC$J6v2|4n6rhcm5BL>#Dr_^#&b4TF*N1ptKjgT{I**CMIA<$J zXMoJ>KAxDw#;~2j?ri$THIJl(p34O5B`f0)7|ptigw@ zr-zFKEfgKm7g~;28;`T*z&Lr1(7FiMjT}}}qNJZ0*hAAf-~Z!>#>KVh4^e9naAd3qr7S#-$Ts zlF%{K<6;Uy4&6=}i3?n08^@-?!W`k(8r_=Xg^SZ$Sk?8Y*h?tMiV~wf5h^25+?D5r zxidpKDlp4^<1cq}Q*-TkKr?za>7nBeAJBqEPqc6 zIzIk<0&I{Dvn#(4l~MLpc*Asx#6b4v^m94xj|YO~+nzq3PFrKjKjQuaceztynhW63 zsp7(dv3%y9$sj}zcW{SfXk#J@32lgui`Md?loyIjazo7%>iuim7QwzXgE|QhqvU1G^k^Ga+>BaeuECUC?p&Y>O{ zI~2aXG+0EMVs?|if0@2!oR#OjZ8YfInBh2j%VZ=6g>ft=2O5TN;a@)Es~kdD>51~O zqOPL%VH5ddi0hVfBYz7KxpPz_#m`vRWl+TLz^HL=tqL|FWGETBaznmwh%u46Oze;y z`!09)`&F9R-+A9WF7dI@pVVfJc^2?+v0`so8fDjUv;@<3w?31veQ4G;A^}( z;R{P0`t7N5Gj(Mc9QM@ra(S`F58k20y%+AWb$klW8FJS%77i@m{!?XXsp4eh)m!oqg9vo^(8?X9u_}x3n(3R-;lpo*RjP}2=?aaRa zZY%9#nw@T%L?c+;ht4+~k@By#5&{h6Jlh%4W)D)XnDRww`$uF`<@BrP7m+{waPaJ! zJzF}G_NF}{nPV$IU$D8peV{Dagx^1_{NUUKa7@gL6G6YnObed7=QqO9Z4@J9z4&Z<*}l5y+5 zM04787&EIqHBpKGZ4B-G&5PP-pVNsRyjU6c2oXII;DupE#-}z%ikTVS%3fUmAFhYFLd~*D zpK1xL(Pkbjbop9>?GHQX(L0q`DBSHoQIug>c;tU;9(=gnyQgnMJS=Byothezv8FZJ6Sx#AD`nf{n|-`D$J4ThSReDl|z^SMp~Rzl*ygzDA4iS=!y zFJ#)%<1d^P1B{{GCbUVzzG3=#Time^ z^pYj}iZ&7!;}*d4ziWfg6FcjOa!*wYe^%U=iw_BFMtg)BU)tjA6vekzB#3%0{gv@s zW2bzxw>3^;My6{~ZOXlh{^6;C@V>X`z;E9b{5#=WX4XOVr&`h7^z;9G5>9^l;)~>_ zZGu&;PxB-{jwnj@563M3yq?P>$24|0iaJZ?4LU$Tcp(~p%jv|w0^PIF)IaYIKlmoe;1GmfAlbf z#yL6ngwy53#rLYOy4e6^PkMqgbv3VkVN>I9nEMAHfF29j=JU}6g^_to7PX%$u=x1S zQ>(v0P#KjZ6@-bd64eclbXJ~8khj-@ovO|$<$V0;3HQ?JZvuDe-{XqhR@fsEoy^U@ zM2>9@BleBK9b8XZaQBn_9z2@I`AfUhUTOZ%C%+@EdSrbYGH1B<(LV%kV(j~MF6svD z!x$U#xe14xSoz$tg{)=oC62*}V%fmTS=&(>WBwCG?XWOgMOFRhwjG>(#|#$tJ+p`$I$Qo`DD@7`}9yw7laFp z-u5J@T>BMYM~|4R&lsV+7n8apni0lF>3D0C`i=n2q@Q2%_g zBtIl_1ctn-R~Ti(hvCyG3_5#m=bx1+Ed}^pn!oT+O$uN3xDC3?hpWbO#I1zt?$=q- z!OeK#Bo@WQ;kV&5lz=-@3mVKIZXqXdOg%!o3Q=*_<312R4;pLc(!-LiJcGyMCh*LR z?JyF0zS7`hWKofX1ze}N*~wUBp3m;;PjN_PH`iqyiM#kf1}W7Ord)iXXO#I56&ndy3dWA{1{Q(vWY zf6>bYv2yrQ)pD$qW(Fa)qcC(B&+VWLJsz3wT&BgGZ-uRd*Fqv5$r^27D zFV&W(55q5H%?w&IzUyks9#06}4CfVZH;4y5e90UJiVirF`>1K!ruzpK{PuOY6C8N) zz{*Xsfdj|qO!esc@I>)vSqnj6 zSWpl~|Eow{EcQ5Ds>3`rekwYH=iYCfFSzzhKL6bW3SPiZ8CCgJ<{yf#HQ#ZIYOsjS zKh29Gj~P6O)ODWw`Ken%6p`|Fc}B$p&E*@@Y(jqX`ln3qnFHDb>x6#}ZD`n=Tj=qH zzBL?J!}uX%gi@-b>pG2gMvHkaodsNxmcilsI{B<t!7TNiCC4CR4LykNCI;GBU zj;F%%gw(2`KU&Z{bump}b&EaNvZh9xQH?CFNioSV?=9dV33Cu1CezTb%*S#cPDR9)*6&2>&&UX59zn4t;)Tj0GXrKyNqoSOTZ)#=cem%X)?AN;QfW+}R^n-MA_VZ+_P zNiVGBv6xVi$|DUp);3`>|=II^m?J`P ze0_MJEmnG}R3TwV8^IskHX5l38qcxV1v4)Ul~hiIJ`OgbVCAz!AFcPqvwV!VgI!*Xne~D z6V{&p*4Gv#mw*ivVXPoTCp1jfObFSJDSd};ru@b(6>v(@oymk=DOnMkjpt`3swjG?w1RrPN z8MXsj3JxS=MD5DDGmZH&`}>GEb@Pqd00M$+xV2_(7&QJBmI%Xprg2UtdLMETknUD< z|Jqv4!qAndMLaj;WCN#gd=HN>*S+MTV~?MHvhlMer(a3ie6TESn70*gKDe#wU!zf^_;5C}J>Mk2)?vF+ z^5`j3*GJXDK4K=sd(*nSYM0D0kIvKcqG|xny?xjVR_{>@or2G!!u5RaG6+-HetnVB zXuOmpb|+=<^hQbH5*3O8Qj792`yQcnVct9s~*pxb(vZTl}(U5q?b-w{nPo z;BQCPwpjpTGbri024qSQeroDX^z69d`;J`RO{-Q5p-gASu_l3`o>b5i|KC zkr(`mqKw6iW^i`b$aQBeSVp1VBVV0~EC~NjvNEZ2uq+|CEUb`@&N&>SdkhwWWUKkF z+9B}_!JWDT2?;Td$|jy>R0?KqL+0aw3F+5<9Ok%Xkdz_#`@>Fyf*sEu`AU&7H`5$p z%G&RvGldJC9^D?kE9bpvgi?yLxF?d-`T=6o(hJK?OXk@nKQSF0 zU(oFv=!-P5m`pl%N0vBnC#3>e9p=eea9*+DtrK79;ndc=LPo=a0{$PlPX~I`lKn#Y z2DoFtUBY#ukUB53Dtq7$O%n8J__GWC1G8lx91I6fhDwhQ+BU`Nc(DpdtPo+AjG`0u zuz6gkV_yuJM8&D=Nq@uhS{1^kGp(O4^J^!XFM{PqV%V8tzKqbqE+V`USo$t-Jts#5 zx=xI`0@Mv}Cm-sf<|pPU#jiZ8Eq|iiSZ7HRe3>e3fF|eDWwh}lL}fZZbnJQLd!7HZ zmQ(T1C$}}QHL@n3y4T)QKN4x1&qn@L5C-xTt^#OHNg;;`)$uNNue=W9PYX0*j7jKQ zGNHsSX>g5YKY}|&(w{&$&9>J6yIHIcbHkP+QaNUgb&=uAM|o&>95(@U{$xnV3U7J) zv^F4xj?G`isO#n=WdCFkFIgt4469ogpQBlIo$~pcVbA$XJ?M-(1f8P1>89J!0pdDV z04<(#9GlkfFLd*>bley28;cx)yjC@RpwNUWyQl~>6{wDmwWN(bYruaMf2-oo;QQtB z(dktDXslwHKTM#WXX)%4h}HvV7ou^gZh_J2Jq%l1-mY58cwp$56e0O`aR_uU`lEny zp;d|We?Hml)8JE2sPTTP79)mCtUBLG6V4O+eZeOK#oG5`XH%p%>XL70@euK{BDA97 zr+OgS0kT@Yom@+HJklmo7f%-7KRZSZq|+~_nZCI{yU@LU_-;Y! zQM-$&xPx!;6}MzuoGU$RQp$xC&HXf4eC;!eCTDgm%)*o4MC{XF*e_}?eAe~HlYy8P z4hNUH&(b4w$bjwa6&l0@H^mA7Mh~}96QtFVu>q&q%PoQ`C-fu~Ybf|D_l0p)_>d%s z*^)`^D9`>`)=S@Zy;nYO%GkrNKaDE(uxn|7bkbL;@JasWfbU=5cZTX0`MO=VFj(W7 z{`ci2JsmNGW-jG0u;dXkj0X2Sd)VV6r`VltBZ~x7>hG0AoisR#H6=1nRY)0cDR9?E z;R>BW-~(n}iSfoST7vectQvHGXG-o}N+g({UrCw);dj-7N!^_@!xA=y?kSGsrXAtC zR6zQ>%ENQ(Tvam81W@j<3gTlUq17OhYX*=W*8(xFz7>(sIN zqQFMA75w<#8YuGNXHVUVp2o*Ph7jwQILV@<3pohHOWuqM-_S$n_ULQK`=4bfp5krz#1LkJvXWU!y=5w5RdZLcO zjKVPD5S2E($Mu7WUUa6Q8JulnjViJpKFp^Qc%S}tckl6BZNS}-D!pG=O?pNO;j<|X zin(1DD(&odJW3O;haLp(?yfLCH{z?7eqod7KGNs}ChhmI@ADDVz=8Kv)lQ0dU%GOx zx(p%_V~`_!m8V>5n&j;~UmA-0Mk196&U1R1(dG-DlaksR`8cKwcaQBH6?Uj^eN;sM z^=sLd^AqV$*k2Z(u4mVBmhRl7DhOjRLu7zQCbwX_C0dZ5TydMS)su6B$%ZB!W=9@Q zT-|Se0B!R{hb`$HgA?Ac5YTic#%Lv<)%Wn{?Tq#dQo%AikX{gQr);9QqNUq1DN89` zIokgdyWO=oSG43WDYrj5}U?iN2I*jDvel-Em9g!UK@~h(m~P;W?LE| z9H@|E)!N*sX11~K(c{6L>;fd}iyg9+8^wuZkTty1TM~coPWe@Ent#E!i7J5K5IASL zDV)n$(r?r1TAiPp$86dOyour`xdQ@(+^{Ou2#*TSs)a-A9AR_Fh+{$s%L=rxa-Xsy z(Nm4M#fZZXB1oHUqGO5(hGY~*H(fvH=%_lg*gxuTS2|hLL+yon|G$+q<1QM|Z`aHz z<|&j9V(@)g-fKsF;Fu3S@E^`~LVyBXaB7b}T3d2$!xFKUGfFV-f`3(|H9e@#pUKQ{ zI&r*=DWay-`wMIgOG{2CWXad-J-A2c`Xeiw0gx`Lw)&F4Z?%PFx=k8Oa#Da#uP{Qk zFU&G~@rg9_* z61^ZT5i`dmxOH#FB?{g|B>wZsF9MjSeqzYhgysHB@hu-!+(F6KHkLTztyL;#c?JE^ z%l9&$_ImeXTuDdr%jHb=cVS^=q?|K4IKx>kqs)wq>rHnztqCZ%ba*y-^UlTUQUxC3 z+L>Gs%E8|tsXeBxUGa!R^H^qOc~x97DPsqu!@xqF*eibvHnw|Si1*1iyG2Ae30o=k zeum+#(D2RMNnyqxY7Q4vYXt|cbS{p6af=hl)I0X$2^A{^Ls7GrZ{D2Tug#ix(t=5T zk)G6+sz%?Y$a~|rW~(P-upg?fSnn8O+nCfx`dNKwRu-UBhs{^)>KjB@pNpRL@`LW- zWetsWem0|}gi$2?xKC@^!skEtHlNSxxcO&Ko%=p&k8Z_+2s8;WFEe6JP-O~_9B)ke zav!RU#HM&IBNB_C8St66?=CpSE{-mbxrjEzibmvyQe@RP(@vQwgydd&1~&mD!xdrF zG`L8R?9})-SK@Yz)cZ2%1}LlZ+Uqec$sYsNR))XGuQeUPvxXytN7~>hDZ%ZCw55V< zh!7g&El`2MtKX2&T#u&P#Ymvp<9{+Hb)p$m&K?Ar%P6qCS?{99x-P#L`aBIs-eq>k z6o3BE`Dp(LFQGC@E}J8?z>cwk{{2`?c*IN3E3WR*Dx1|>mw?izn9bgv>9NzEdC@~o z9|S4J_lUriXpKc?#KO*@SI*>T1;lb46Knb$0nqV-8>-P z&%KAQ535HQk_-Kfgynba@$kD(`|i+P>s^4pxBvPrdn6+>bngPwk7DP1*IccjhxgFg zJmoR1&3LRfYr)=X^%PZy_$5Z?fS7MoagoGh^sLJVDgM-iUIFy$8EGNCd*60i1)f|m zy)MBI9DwI4Ab15Wp&93i48GFMdAh~ZBD7$;>ABr)x<#Lpyxo{tE#X(7o=D-Jvzr>> z-ViOyuY07=R^xv3j=v{?RH5m4E~apFFXwR%ix@_qRx{nRW9~i7+S%?(6zE;u@bG>s zA9&jn(U{LVtOgiqlHdBX=O7YYZ(@+lu*ieeKX#2b{kHr4bmwtDn*L{T!mQ&MC(JhT zSlF2yfT&Dd^bIn-$DB{yRZ;f0QB#_rI~B2Kbd^l-imS z-TY&+VME!iA|p2E^T5RU+< z{EGgkh1M1^&$@8viQ1LORU(4YIL2lK)YA-PIPbq=4;=IO$8p`U=Bi(K6_kKoO~rRg zd?DaBYm${+Znl}XrE=}e;KPMy@7GKAsjrK9-r8y%?qor-!8}-IT~zHWEw_@U1?(Vg zE&!-ipMvXn|9+9F<}VNjXYQAbFTIt4sWAP7Q*(!jdsPa(&U>nDd*xl-E2Db4?x*7FOiIrTw_>oN;>|a}GgD!D8V+ z-Z1W1b6gDKPVub=S>+BMkBjf=+!ID4NV7E%zf7t9;E=@xArxP-Oobu3=92s*`w_d) zvcS%yo0>X|aOLQHG<`Y`%1d8ClX@;D1}S5w!f}J*cq^oAUf1=|MzKe$@fnQ;eKIHI z1aII@e)7d^BsemVOtJplmd;2il0Srii;gHx=~JEPU8zJ+R64>3TpwD;Rb1iqz|%j6 zdx&57dUQ~k5k2^AEPSG>j4~#4rd?-P1^Xy!pW*0s;TS8Q60BN#43k(N@6#;Qz)&L% zoA`d|Me&b&&WrOt8t%LbxPNdbgQ*i_SeVI-0z6%y;W+)2@}ugeYC=*xeXJ|XIO9)) zU!}+mGM{Ym^(q7~-Fm$06g~&;JI5`3(>wbfJwg<@SB=tei~drcGNASp??PYmNRK>~ znYaXE+EiL^<%yI2$6OPc!;>pQ)J1Vf`_1!1ZIWG=Q!HQgrza3&?$Ukb9oq!ww&lZz zt`G6^l$Y@(tTl!@uOrR7+I&nTjGnqE+;L2nYODe7rty0ycg?Kr(Bof`Fz7j80+1Do$ z$O^EXqA|}m-*(_ZYV0VBcgy<3I6brT__wJYaqKI7We~l_{Uu(tHpKECDh4yxC>fSo z_4htwz_04~+UTO)6mqCScx1QF34RRb^C;p4!}VF>`tf(CmmJ4r)zioDrGnff_kCqN z%7@`ccgd8Gk+y01$Fyw=o=cHpo-jU(8R@6K{3&C1Cl^V2ZBOI7A#}n>%;jv8 zHWn6foD>&e--c7u(ce1_-+vq_&7S6fIzLMV?a<$?U)5c&R{eSM#)F;+N@dYs+StI3 zEAHrfls#K1hp$Ye{V8-^zCL;TDgi9K|wW#GeFfmqPbT_c&cBxHk3HOdV|z) zLlWO1)0{96}Nd+7X<;z9}UX4!0eE8L%?BRDnLh3U8sphV8=uM-_#l0{?ACofXl4r4Qvcf%N zZw~LSReuBCP8=J9EI?K?&K0SgCu2~dQk)+AhRN(g;eVB6@Fxa31NNt6g1JwQ|-$Fv=85B$uPrVMv4kD>T3 zr?Priw1|yEXLy^gZPXM5?ms|8Wvn>+A+S1YPHw-Fi zilPSroQP~&`1twGtHe{x1KY~K&#-S>-y_g8)_`BadJWEQJTvrGF|k9!MOLKY32K;6 z!!+h~Zb9xex=EJeV(LngM>BqPUz_XHx$cat#)-6#d2d3+p0cGZRVxf1$SpnDQ(iAG z=6bxzTU%nf$b7SW>LO@V!O!$BAR`SlSe@0aKVCTgrNw$DU@Act;1%k)KQn=4v2PD$ z(E};zCv76iJMF`k3Q74;?R_AMz37eZP@b_CnFbLXHZr5icp0f`p%yUe z_BrN5%2}@*CXAgVh*Kw}^FlknjsCAhHt1RF+GpFJ@oPI>!_T7{L^af3w8)3?8%Eq3 z5@?KG2y$4Nf2a!Vo7iTZPY>;75GNs%YQTV&67`$p9@Dw}PqYv-~P-0wxz^dzG(`m^|Ay~`(Uq@#iko5ik@wV2wZ;#B1@3PE1 zo9D{Xb>NY+vJwweeq~-Dkmi{OTT3lX4NaL+nVME0m=~z1Y*|sFnFp96l9rmcVhRSb z-;4d-ALhr;=ly;i&*$T5rjBUPn#s>H6PtL;GtYGtqtQmMQ+d}cjN)5B=qOSxT!J+= zrj;>b$;rDC2sa0K9`c^Of5ENu(mL$l-%8`pJG15Lx2rc1J8{(h@rMDQlN*OSMZdMs zHvr6tr#}o<8_**UEP-g5qM+wv)`ath%tME3y9l|1G9xs5y6>R5W>#slbi7q!4tv4)PIOlqeqxg<7md=h6gR3 zjtKs+sUQg(JhF{Bns+%vGa%y_tWcmU6w6@SzMoqCymA^vY^bOvnGRzb+Lqz%#mS$M zL?w;`y8Z#XP%>SiLqIxso0cFm7EW{4G`6BhPCfr#aLM&VjER5(fw@3ak%FG>^;5dB z$9A*(txeu<;V6P^?BxaY&Q0lIOl(K_v@t*fuOlJJE*i$ZLn{3zdoCaAvK}|HVkeF< z^YUF8GH(Z!*`j+0|4G6Ff3glWG__+I&z-R#HAvJLkK%vW0~*wK4N2Dh_zc8eR}qYC zLez{{9;wmm`7(2?G z>H)~#+(r+p%oXF_E>^=suWWssrBm6%^VUjeULYCgv_O~d?()mjWxUAiaUh1;N`w?3 zE0lIJii`?zyX2+$1nM-OR&FF{#D5MO-h_$C&{)dz0z;q~mJVCuxNxWwf$f7JhQyE5 z6Xgp5p2AhID1=Y?zY;L8Ead4s)?69xb7l1%^%lgYRXq#*f__??Dn=nHK}09otnR|W z;s%o3T^&05nKaK{Cw|;xW(|SHsL3mqqNCwmghwoUDqsTSd1GHxmat7<5UiZBXeGNh z%_yuM!ch7|MZXiR%jSXp4B)HPIoH203uudR%=|!ygieU=2ACd9;HJDK&;kEEEUQb) zjpB01QDt*gv7zeAjPoC~Kt=l$uB=!}^sZzH#B6Acn?RPA7m%mvK6uEXqxvpAo<;|O zrOJ#Nu7rrTfeLv7%{OE!5*MWL?+Vl53};pqsqw;&H+4>gl)=&%@8EI<3JDBZu^}70 z8Ph6#JlE>lp~mh?^ZF&fh}1Gjmsj^EK*!2oXsFZ0^7pc*MT8lu9RBDK#6Bswgjc<+ zU~uz{jMEYM5F9-$t^p5yv3S#YT|{NsLqEVkqO$B~tc75R61!uT*VTtuHfmq&NEG~7 zmbMS4cyl0AwQ88AMkuw6_iU)YDJ-uk6>)~ask|F@YSRqYOHVME-nSc*?o_qyDzNFz zc`Q;bN`?Ye2-(v+&R2dGI~%sXqqTHY(w3)S&8g{K6X}qQ=b$0db}5+8CaPecDWfq) zsQdqPHa9ZlNqHe=eEliOOKzN^S`>>uqd0k#+|a?A`8knDm2-Qa4I3#PD7UO87}p1^ z>a#W<5u;n7@?evqhnJ`$WhCnzj9zZ+@C&%_qNZU@s9JeO`#dR-r%U69S&xC-6ec68 zMFF$&Q}Yo&2Cm-Zde783UQH;|A6}G!K8S2m*}Cs|OKxiktH192ne|3^Q2QFBjzuf% zkc|)})z& zeA;Jeett3~5=&#BTiRwm-On|D0~I@bt|uS8((5O5N=Rl4k)miEXYI|^vI*t*undv`c(^sv2r*fOaF6eOcz7+^Pg=U%^t zb$h#SE60h}T46pFVhtJ#Kil?P=Uj2F75v%MVEZ_bNIU*a*_RsjN@@RXn;b2usqQ0%D5lZnRgML<7k2oL>YVAgDjN~J)QN8GBSA7tk)?YvDsBy zk`CM^e4A8|X|4M#=b=+h6kEJRQBRAkrNdNQoAJah`$(|IDd@hrnX}R!ug)n#kzo6~ ze5=4427(5bFL#P`{g&b%gV*+3Wtd6ij}PWJABA~?6FkMKrZscEO*F=l-(QF;eKs#1 z*PIymY0fV1ncN#Dioe@#d`AT!mrKT_bpBPsov=)%aBOM{1AD7YszY+#B1zDI#1AGM z4<#(PTnjQldaZoz9(8x~$?4c7Y*_)KAy~5B%x>3y1@|Vww5^wAu)aEpjkrIbab%Ox znM6!v*4VL*Z@Xs?cvjAp|5NaNJi5*>67gN|&ZY-pdI=xDr2eEcC95q>>^dSYXh!^r z*}%I@T)!D75Jv_LUc3I z1=o_^8Jg{mzdD!lQu5uGJ=+8|N!^yjP1{&exNvn`^?!rwc73CnEFfT=dFf6T*Np3(LI`lWd`}f{r~YnpTm>EnZC_FoeQ?M z4~|S7wZGnuyQb^#@vqwbXDgO*Pwe!B)o0}gxM`;UYvR;2)Xo*&2>Id8zL>Z62akol zP@QPHnzmRXPbbc$skCn3_S$P}Y(4h(AE$_W#2lR?TT`Pmxlm;8iAT<=s){GPbDnk8 z;9Vne^tiZ-w_RU6`juaO_0VcWx=~Ul*KV7y4;E!#c})DdJTgWoYng9}KD^@4itP4F ze!g=!@9wXd55+I(PyE`h^w@7T^Uo=~TX;osf7@Z+N%^{2(w|&b%56IYZ}5RVstX@~ zvPgb?yVm_JX>p=mSzd#G(O3Crt%(Tu-#n{vHTt&dNQ~A*Gj~ILRDR9PzMJ{|13%8~ zI`m-z5khLXbT!H+bMZpRVo7^H(;>lTwla1`>7g+375~=b;X0@g#D2!V`*8A3_S-SP z3krXGrAg)=K%#8g?JFKrZJK?h?29UXk%!LF~ILCuug?vx9x z+N3KPp;_0GSFg_gvyV3PIcVV9Xi7YC$UYOZ&f~sLSlcwu&3fJ^XZ#HT*0WvQ zEgr9$5OYVp2U)@hBaN=m(v1D*a>ozpUCR8+pLxCKLb(cx(H#xP!`p3cn+zpQ4YT9W zaRymywUB+U?rzwgG4kMjc$JWZ<<0r*jQ*Q4YcCR=^!>5>1M~<4X<|<;@m>3nxM#K< zD~pS<+PHbp>}6i!!RCY^#8zuM&g|CS*?9Vff#Ynb-ey~xP8cI@N6=MW%kPK zrr&P-`sQz7+zbnT)bPgvtax2R}9M%0;pmn^+g>foZJ8^F?b4#nl=tYH7bR{d+_i@l1 z6SsK2bF@HWM`!>&)uap0w@QD9S{($+V zp2;p>X_|SYzZWg~m3&+yHC&g!GURA<8QQ+jVrWy|oVRR9GnZphkZRgr^XjDmE$hZ1 z_q$gecOTTJ)=p0OkDcx9Iw3D!ovhr~^R2#ZcDmKZ?>gx{ z5KlD7iOh*3nMw^R?`NM0F1AbAc)EM+^{DZ!yAOWn71XcTMIOT(gcI|H{Mnq|%OhIF z&n774Ezej0X&&E@&4ntX_3&y4`4<_3L2t(AhH+J5(D`Lw+=;{ml_xv`jB8du1|B(AGwJ=1XY5Z9*YT zaY9GPTNdCo&a^R+ZLQABHeYC>l0L%ar zOveqF-uH$gUx(|Zyr8(5jtDHplIY=jOm5xGwz13aVw81{9=f)aJ%2l5J+r(n)hJa+ zeq6eAdcD??4jM8FPLVA!Ms7&2A8<;H$>9qL8s~nHG%tV4gk)8u#){#ygN39UsRrNU z3+l*C6K1V7?oCi-zJFTu`$owO-rEM&m5Oe+UpIkc#hrF`2Q-=q ziym!Q(gqCo_0r_GCH*ZNkKv-!@3bwcbpG1B(7(#kq4%Vt$n>tnZK`)FJGo%!>?C(% z3_*6WDJQkSr?ST&I@*dyX*V>clAJ15C ziHAq-9)K6+L0|w3dW-82T-l3a>uzca97TFMGaR6zEHrmbX@v%c5a% zfR~tdrb@^=&xDS_b810sj$oJ{5U6y=wEG^L?bCGg&iA=xINnzh+we*RoDNh2YG{1?g%s!I zp6hfa_;UaT`V;Q#P6K90{DA~>-eS=|dp=WJh=9F6vfEFL7hQ)|#8+ZLszGX`Z+4h% z>-lr26E)%1y)BldWRZ3FR8xOQy=v2c8RJK0`U+&ALNsO!1 z7W4-AeYU$HeQsjWAFvdc#T1W<3Su5%l#KsGlxwS6IQa~#*O`x((!v)*Y&eet||@uFO3MM2B@d< zs+ZRI$RJ`6=WTMp@;G#t5MQu7L!Ge!)^MWxQmRpRvG>*Cs-xfTU9!U!6}-mLeb0Yu zkMAfK=_L;Zh-DrGVfo6Mi&YJxy(~RqUUUMfUDaCc<|&}wF9|z;^V053UA#n#iaEPK zABE7L@NoK>_(c*c$31^AiV11O?&%&;GkI($5$vz*eCrZ72nq)}2I2?2l?)Ef4S9{R zH}bqZW3Egu2X$8e@D=z0ro*tVDI^sPma%f;-&+6Hbd3Z~Mv)49-2=q@RHGZeeI2qs zCRD^PX1^saU7ELW2H^)xrt)Y=r^^Av{S9rcbaksd36wJ!hq@sHL$*1Ha64(D>UomZ zOg#svc`76D!ZpnAcSk3uLzWzO(c9qJty}($SqJsdT3J7465Ceu4=gVzt-7FO+*xals1V+=bHyv?`zJK&y8SD9L(5mLMCfHEaWAZDe%X{7}>3BOV<*}69(d9ma z(gmZz59MJbOR0Hf6-+s82_ltDhILX}B*Y=^=bA4Wb7Rqj88{>jZd30wgUT*={U*}S zT3d`~$Z~S%CtU>#26pe;EzU3y6h*HN3zVpBNKNDZijtN-KZ+G^&RJgo23)3)z7vzG zfBQ29wsO4^uFuiTzLnQ|cs6%K7^)mSYcYME^r^eI$pAifLVKiMd>KR4BjbKG zG$<=eb6goCO(-lzNfd2-Un{}QEO{hL$sk?@)D=vGqRo`6!)r89oj|@DcP;v0r3`mo zOv7o3YQRR?%AHmU6r&207$IU${OVcLx~)GEE#nd-3!PTd&oH7Z#u_j|4bAf`SiCJK zM$erb)UPWV3pA*CC7r3R)5p`;xl-fz(-1Y=L7N7Z@r$aMOxM~bVKtn@s}>rY301$#(gG;0kJLtLs3+_`RRwO88H4T&EpR^-ir^JyJ&~#Fx?OPQ=_OnHmUvWAZC7f zd};OHx4`Lt0uMB{KFO@10kf=h>oEBt?r_|b3(T0phCIDWc9xf30IH8W{_lzb;vn-x zSM!l4w`vem8?mvGIy!8pk|qeJflPbVN~GpYt={OMbzD>7+~${k;Lrj9W#pbe2W>r- zRMO@#^>GafOo(O%1}=S z{NM056c~}V!=37{YSZw@z5e*2VW(xIHNw38oR=v2TO&6P0&kgqr?TG$5-B5na2Sb^ znvd_?aj>@tVuZ>sxKUjIweZ)2oWj}+Bn;m*Py(ycu#V0`g~{ybh3t#7XOqoz@`Ntv zG?GFVX)RGkAu;le(Rcf*c$`QLkC9G!dq*$~CH93I?K9>p?XN$pQkHQiJCN7j^yw7> z7EEH~c3>uvI9QZ=(t?oPGH*?{neAyN&7M1}%iv{Hb2s$8t&2Ej;!lny@n3btW|2N| zP^m^;{H(~DUn(U3*g0oSBye+EDo(1(qvxE#+~2e`NWKh6J>XMH7K4kL`VR1Rb?Lv= zIXf#XeQ-p{H-rH8*d}iS=I!_cCYvD~Shco7al$bOQpsn~4MzKtn3i5JyJ9Ij(V#Ii zY^AH9DvZQ^otFL+f4s=YAqyXvo`Y7uTATK6b+1G%6d#MCT&J`k60qin(rxw!fFDgu4XU7`bGQ5BJ6d-1YSH9s!=H+o?XcEKn0U}4* zfh3|Q@6Qb&(d}EXTH)TysZvjqk&MIa*oUW?AC#c1CoIcm%V(7wwn>=x%k42YhC`8E z&g-f}+eVxQ{EfrP+u+(o%)-P{VjFc2{oiEKiq|#&aWcopoU-UJqrniK}XN z>J+xKnm>xHLqiB{Ksre*W{-gKz60Q5uy~_H4-glh7S(N3{nOY}2uAK!xdvIF2_nQ_ z3`L#&NBdW>cpAV@NNzVcl4iXO0>ZJIlhV8PZl!;`B@dV_AriYX*()Sus%QTvX)) z?FRUYIi)Eh5Kea6odip(_zom)u9NfgNZ7N&idny-<2#=u2T+Fv#-DMK;(4oXQbVR% zs_Mx#Q`2-dUTZR#<@`#2<|U#v?;7wc9I?q;j8Y*eGk7AbRrzq=l^_z6OS)w^hnEAZ z<_OfsP`Ly(bSMQ`f!R~`rZaLasEO<+yX{PSs>Rpmr*=BzvaA(}6L_zE#KCL;&%*wB zJBfqTY#muTQ-98fXM@A-WAE`Nc-fHFO=q25^jM~S`Dr$1SjmrkDn^HFVNFT!RK6Gp zpt&5-(T~Eb{`8f_iDu83AScl-8Kv)4H_0-NGPy{lMz_sdIEmazV-Lb*+L(aa+N`yC z(av@L#HFBRNuzrA1wCq|;$-FvXQCMyw?~ritjqT;13gc)3JP*wK8<&zubRx?Nqf!E zJs!)v+!xPCWb9WcyB#Q@-SY)P$qXJm+klOiPG6UZZ+bQ=HA}eg#&uEv)m+=p0APCtoe*)m`3%{27(lrSGwj? zONkTKGlS*FGF_XZvUU^(kiBx9by&Pz>5v{m#ZD{uNR8n$cJB|mN>dimClT2Mz7gKj zKiCdXzil!wfHa!4xCd_~XjoT+eYTiry=}mE1nB_N~s6=9f zU&=?SOw>%4NUXhKNPO+6v`BH10E{bt%yMq3;bZ&C3*rrKWw-aG%Ya|x#jRJiTHUsY2a>}y0WHUmp;%}$sDPFbpQBth>q#W$#3iA;Rv$yu$sJ_ zXgr*k(Q}e>5=Q*T~CkO+FIZC zz^dlhmRR-0zeju#6$Nk*sg4I{z>jGtLE9e&vNoR1p21^a zH3WJIIMZ(Ezq;?YyS~fcYx)VRUc`>3j5z9n>mj+qTX?K96s~Nra|tw10D<6MTqDC>Xy&dv z>N|8xP|aOG{_Q>(+ zlCVk#R?eQu<|r^j$*HZ}>l?SdmM%fRXZp*(E9S-x7}tH);pxf)9T51tzv(A397s&6 zF6mR3l{N9sL!HhZ)js0GA$-Ovm~Q5DJHihIWI3JJ~J<~B)%ZAB%@fbpt6Jms4Ouh1uVb= zGL{8MFfj5n7MlWTXA}dH6VuXCb;~pJQu51-W1LDeb5dd|%uHf}Qgc!hi&J9?D#0pB z*nm1YfM#dp=V`D{?qgK9=K_j=<-qoofb7W1&&<;R(hLZq7?+zTF)8qYjNoVFVdi9G IV-{ir08IHv0ssI2 delta 298 zcmeBU*~B8v{F#^Qu>ng&G6NK_0BHvxF3y}NZE2dq%FxWr5XH`r%EFM!&d|)rz?jO! zkj2K3%F2+!#?Z{f5XAwO;{eO0Ffs&duushDWZ?rEF`1iDI+hz`7RXQrMt;U(B_OSz zk)NBYpHiBcm#<$?l%JKFT%uo4shgHqT#{O(Ta=uaSIiGomYkTDmI@XHiGDRGB + img = cv_img[:,:,(2,1,0)] + #Normalize + img = (img - 127.5) * 0.0078125 # [0,255] -> [-1,1] + + return img + + +def bbox_reg(bbox, reg): + reg = reg.T + + # calibrate bouding boxes + if reg.shape[1] == 1: + print "reshape of reg" + pass # reshape of reg + + w = bbox[:, 2] - bbox[:, 0] + 1 + h = bbox[:, 3] - bbox[:, 1] + 1 + + bb0 = bbox[:, 0] + reg[:, 0] * w + bb1 = bbox[:, 1] + reg[:, 1] * h + bb2 = bbox[:, 2] + reg[:, 2] * w + bb3 = bbox[:, 3] + reg[:, 3] * h + + bbox[:, 0:4] = np.array([bb0, bb1, bb2, bb3]).T + # print "bb", bbox + return bbox + + +def pad(boxesA, w, h): + boxes = boxesA.copy() # shit, value parameter!!! + + # print 'boxes', boxes + # print 'w,h', w, h + + tmph = boxes[:, 3] - boxes[:, 1] + 1 + tmpw = boxes[:, 2] - boxes[:, 0] + 1 + n_boxes = boxes.shape[0] + + tmph = tmph.astype(np.int32) + tmpw = tmpw.astype(np.int32) + + # print 'tmph', tmph + # print 'tmpw', tmpw + + dx = np.ones(n_boxes, np.int32) + dy = np.ones(n_boxes, np.int32) + edx = tmpw + edy = tmph + + x = (boxes[:, 0:1][:, 0]).astype(np.int32) + y = (boxes[:, 1:2][:, 0]).astype(np.int32) + ex = (boxes[:, 2:3][:, 0]).astype(np.int32) + ey = (boxes[:, 3:4][:, 0]).astype(np.int32) + + tmp = np.where(ex > w)[0] + if tmp.shape[0] != 0: + edx[tmp] = -ex[tmp] + w - 1 + tmpw[tmp] + ex[tmp] = w - 1 + + tmp = np.where(ey > h)[0] + if tmp.shape[0] != 0: + edy[tmp] = -ey[tmp] + h - 1 + tmph[tmp] + ey[tmp] = h - 1 + + tmp = np.where(x < 1)[0] + if tmp.shape[0] != 0: + dx[tmp] = 2 - x[tmp] + x[tmp] = np.ones_like(x[tmp]) + + tmp = np.where(y < 1)[0] + if tmp.shape[0] != 0: + dy[tmp] = 2 - y[tmp] + y[tmp] = np.ones_like(y[tmp]) + + # for python index from 0, while matlab from 1 + dy = np.maximum(0, dy - 1) + dx = np.maximum(0, dx - 1) + y = np.maximum(0, y - 1) + x = np.maximum(0, x - 1) + edy = np.maximum(0, edy - 1) + edx = np.maximum(0, edx - 1) + ey = np.maximum(0, ey - 1) + ex = np.maximum(0, ex - 1) + + # print "dy" ,dy + # print "dx" ,dx + # print "y " ,y + # print "x " ,x + # print "edy" ,edy + # print "edx" ,edx + # print "ey" ,ey + # print "ex" ,ex + + # print 'boxes', boxes + return [dy, edy, dx, edx, y, ey, x, ex, tmpw, tmph] + + +def convert_to_squares(bboxA): + # convert bboxA to square + w = bboxA[:, 2] - bboxA[:, 0] + h = bboxA[:, 3] - bboxA[:, 1] + l = np.maximum(w, h).T + + # print 'bboxA', bboxA + # print 'w', w + # print 'h', h + # print 'l', l + bboxA[:, 0] = bboxA[:, 0] + w * 0.5 - l * 0.5 + bboxA[:, 1] = bboxA[:, 1] + h * 0.5 - l * 0.5 + bboxA[:, 2:4] = bboxA[:, 0:2] + np.repeat([l], 2, axis=0).T + return bboxA + + +def nms(boxes, threshold, type): + """nms + :boxes: [:,0:5] + :threshold: 0.5 like + :type: 'Min' or others + :returns: TODO + """ + if boxes.shape[0] == 0: + return np.array([]) + x1 = boxes[:, 0] + y1 = boxes[:, 1] + x2 = boxes[:, 2] + y2 = boxes[:, 3] + s = boxes[:, 4] + area = np.multiply(x2 - x1 + 1, y2 - y1 + 1) + I = np.array(s.argsort()) # read s using I + + pick = [] + while len(I) > 0: + xx1 = np.maximum(x1[I[-1]], x1[I[0:-1]]) + yy1 = np.maximum(y1[I[-1]], y1[I[0:-1]]) + xx2 = np.minimum(x2[I[-1]], x2[I[0:-1]]) + yy2 = np.minimum(y2[I[-1]], y2[I[0:-1]]) + w = np.maximum(0.0, xx2 - xx1 + 1) + h = np.maximum(0.0, yy2 - yy1 + 1) + inter = w * h + if type == 'Min': + o = inter / np.minimum(area[I[-1]], area[I[0:-1]]) + else: + o = inter / (area[I[-1]] + area[I[0:-1]] - inter) + pick.append(I[-1]) + I = I[np.where(o <= threshold)[0]] + return pick + + +def generate_bboxes(scores_map, reg, scale, t): + stride = 2 + cellsize = 12 + + scores_map = scores_map.T + + dx1 = reg[0, :, :].T + dy1 = reg[1, :, :].T + dx2 = reg[2, :, :].T + dy2 = reg[3, :, :].T + + (x, y) = np.where(scores_map >= t) + + if len(x)<1: + return None + + yy = y + xx = x + + scores = scores_map[x, y] + reg = np.array([dx1[x, y], dy1[x, y], dx2[x, y], dy2[x, y]]) + + if reg.shape[0] == 0: + pass + + bbox = np.array([yy, xx]).T + + # matlab index from 1, so with "bbox-1" + bb1 = np.fix((stride * (bbox) + 1) / scale).T + bb2 = np.fix((stride * (bbox) + cellsize - 1 + 1) / + scale).T # while python don't have to + scores = np.array([scores]) + + bbox_out = np.concatenate((bb1, bb2, scores, reg), axis=0) + + # print '(x,y)',x,y + # print 'scores', scores + # print 'reg', reg + + return bbox_out.T + + +def detect_face(cv_img, minsize, PNet, RNet, ONet, threshold, factor): + img = cv_img.copy() + img = preprocess_cvimg(img) + + factor_count = 0 + total_boxes = np.zeros((0, 9), np.float) + points = [] + + h = img.shape[0] + w = img.shape[1] + minl = min(h, w) + + m = 12.0 / minsize + minl = minl * m + + # create scale pyramid + scales = [] + while minl >= 12: + scales.append(m * pow(factor, factor_count)) + minl *= factor + factor_count += 1 + + ############### + # First stage + ############### + t1 = time.clock() + + ### 1.1 run PNet + for scale in scales: + hs = int(np.ceil(h * scale)) + ws = int(np.ceil(w * scale)) + + im_data = cv2.resize(img, (ws, hs)) # default is bilinear + im_data = np.swapaxes(im_data, 0, 2) + + PNet.blobs['data'].reshape(1, 3, ws, hs) + PNet.blobs['data'].data[...] = im_data + out = PNet.forward() + + boxes = generate_bboxes( + out['prob1'][0, 1, :, :], out['conv4-2'][0], scale, threshold[0]) + + if boxes is None: + continue + + if boxes.shape[0] > 0: + pick = nms(boxes, 0.5, 'Union') + + if len(pick) > 0: + boxes = boxes[pick, :] + else: + continue + + total_boxes = np.concatenate((total_boxes, boxes), axis=0) + + t2 = time.clock() + #print("-->PNet cost %f seconds, processed %d pyramid scales" % ((t2-t1), len(scales)) ) + + n_boxes = total_boxes.shape[0] + #print("-->PNet outputs #total_boxes = %d" % n_boxes) + + if n_boxes < 1: + return (None, None) + + ### 1.2 run NMS + t1 = time.clock() + + pick = nms(total_boxes, 0.7, 'Union') + + t2 = time.clock() + #print("-->First NMS cost %f seconds, processed %d boxes" % ((t2-t1), n_boxes) ) + + n_boxes = len(pick) + #print("-->First NMS outputs %d boxes" % n_boxes ) + if n_boxes < 1: + return (None, None) + + total_boxes = total_boxes[pick, :] + + ### revise and convert to square + regh = total_boxes[:, 3] - total_boxes[:, 1] + regw = total_boxes[:, 2] - total_boxes[:, 0] + + t1 = total_boxes[:, 0] + total_boxes[:, 5] * regw + t2 = total_boxes[:, 1] + total_boxes[:, 6] * regh + t3 = total_boxes[:, 2] + total_boxes[:, 7] * regw + t4 = total_boxes[:, 3] + total_boxes[:, 8] * regh + t5 = total_boxes[:, 4] + + total_boxes = np.array([t1, t2, t3, t4, t5]).T + + total_boxes = convert_to_squares(total_boxes) # convert box to square + + total_boxes[:, 0:4] = np.fix(total_boxes[:, 0:4]) + [dy, edy, dx, edx, y, ey, x, ex, tmpw, tmph] = pad(total_boxes, w, h) + + + ############### + # Second stage + ############### + t1 = time.clock() + + ### 2.1 construct input for RNet + tmp_img = np.zeros((n_boxes, 24, 24, 3)) # (24, 24, 3, n_boxes) + for k in range(n_boxes): + tmp = np.zeros((int(tmph[k]), int(tmpw[k]), 3)) + + # print "dx[k], edx[k]:", dx[k], edx[k] + # print "dy[k], edy[k]:", dy[k], edy[k] + # print "img.shape", img[y[k]:ey[k]+1, x[k]:ex[k]+1].shape + # print "tmp.shape", tmp[dy[k]:edy[k]+1, dx[k]:edx[k]+1].shape + + tmp[dy[k]:edy[k] + 1, dx[k]:edx[k] + + 1] = img[y[k]:ey[k] + 1, x[k]:ex[k] + 1] + # print "y,ey,x,ex", y[k], ey[k], x[k], ex[k] + # print "tmp", tmp.shape + + tmp_img[k, :, :, :] = cv2.resize(tmp, (24, 24)) + + ### 2.2 run RNet + tmp_img = np.swapaxes(tmp_img, 1, 3) + + RNet.blobs['data'].reshape(n_boxes, 3, 24, 24) + RNet.blobs['data'].data[...] = tmp_img + out = RNet.forward() + + scores = out['prob1'][:, 1] + pass_t = np.where(scores > threshold[1])[0] + + t2 = time.clock() + #print("-->RNet cost %f seconds, processed %d boxes, avg time: %f seconds" % ((t2-t1), n_boxes, (t2-t1)/n_boxes) ) + + n_boxes = pass_t.shape[0] + #print("-->RNet outputs #total_boxes = %d" % n_boxes) + + if n_boxes < 1: + return (None, None) + + scores = np.array([scores[pass_t]]).T + total_boxes = np.concatenate((total_boxes[pass_t, 0:4], scores), axis=1) + reg_factors = out['conv5-2'][pass_t, :].T + + ### 2.3 NMS + t1 = time.clock() + pick = nms(total_boxes, 0.7, 'Union') + t2 = time.clock() + + #print("-->Second NMS cost %f seconds, processed %d boxes" % ((t2-t1), n_boxes) ) + + n_boxes = len(pick) + #print("-->Second NMS outputs %d boxes" % n_boxes ) + + if n_boxes < 1: + return (None, None) + + total_boxes = total_boxes[pick, :] + total_boxes = bbox_reg(total_boxes, reg_factors[:, pick]) + total_boxes = convert_to_squares(total_boxes) + + + ############### + # Third stage + ############### + + ### 3.1 construct input for RNet + + total_boxes = np.fix(total_boxes) + [dy, edy, dx, edx, y, ey, x, ex, tmpw, tmph] = pad(total_boxes, w, h) + + tmp_img = np.zeros((n_boxes, 48, 48, 3)) + for k in range(n_boxes): + tmp = np.zeros((tmph[k], tmpw[k], 3)) + tmp[dy[k]:edy[k] + 1, dx[k]:edx[k] + + 1] = img[y[k]:ey[k] + 1, x[k]:ex[k] + 1] + tmp_img[k, :, :, :] = cv2.resize(tmp, (48, 48)) +# tmp_img = (tmp_img - 127.5) * 0.0078125 # [0,255] -> [-1,1] + + ### 3.2 run ONet + t1 = time.clock() + + tmp_img = np.swapaxes(tmp_img, 1, 3) + ONet.blobs['data'].reshape(n_boxes, 3, 48, 48) + ONet.blobs['data'].data[...] = tmp_img + out = ONet.forward() + + scores = out['prob1'][:, 1] + points = out['conv6-3'] + pass_t = np.where(scores > threshold[2])[0] + + t2 = time.clock() + #print("-->ONet cost %f seconds, processed %d boxes, avg time: %f seconds" % ((t2-t1), n_boxes, (t2-t1)/n_boxes )) + + n_boxes = pass_t.shape[0] + #print("-->ONet outputs #total_boxes = %d" % n_boxes) + + if n_boxes < 1: + return (None, None) + + points = points[pass_t, :] + scores = np.array([scores[pass_t]]).T + total_boxes = np.concatenate( + (total_boxes[pass_t, 0:4], scores), axis=1) +# print "[9]:", total_boxes.shape[0] + + reg_factors = out['conv6-2'][pass_t, :].T + w = total_boxes[:, 3] - total_boxes[:, 1] + 1 + h = total_boxes[:, 2] - total_boxes[:, 0] + 1 + + points[:, 0:5] = np.tile( + w, (5, 1)).T * points[:, 0:5] + np.tile(total_boxes[:, 0], (5, 1)).T - 1 + points[:, 5:10] = np.tile( + h, (5, 1)).T * points[:, 5:10] + np.tile(total_boxes[:, 1], (5, 1)).T - 1 + + total_boxes = bbox_reg(total_boxes, reg_factors[:, :]) + + t1 = time.clock() + pick = nms(total_boxes, 0.7, 'Min') + t2 = time.clock() + + #print("-->Third NMS cost %f seconds, processed %d boxes" % ((t2-t1), n_boxes) ) + + n_boxes = len(pick) + #print("-->Third NMS outputs %d boxes" % n_boxes ) + + if n_boxes < 1: + return (None, None) + + total_boxes = total_boxes[pick, :] + points = points[pick, :] + + return total_boxes, points + + +def initFaceDetector(caffe_model_path): +# minsize = 20 +# caffe_model_path = "/home/duino/iactive/mtcnn/model" +# threshold = [0.6, 0.7, 0.7] +# factor = 0.709 + # caffe.set_mode_cpu() + caffe.set_mode_gpu() + PNet = caffe.Net(caffe_model_path + "/det1.prototxt", + caffe_model_path + "/det1.caffemodel", caffe.TEST) + RNet = caffe.Net(caffe_model_path + "/det2.prototxt", + caffe_model_path + "/det2.caffemodel", caffe.TEST) + ONet = caffe.Net(caffe_model_path + "/det3.prototxt", + caffe_model_path + "/det3.caffemodel", caffe.TEST) +# return (minsize, PNet, RNet, ONet, threshold, factor) + return (PNet, RNet, ONet) + + +def main(): + show_img = False + save_dir = './fd_rlt' + imglistfile = "./imglist.txt" + minsize = 20 + caffe_model_path = "./model" + threshold = [0.6, 0.7, 0.7] + scale_factor = 0.709 + + if not osp.exists(save_dir): + os.makedirs(save_dir) + +# # caffe.set_mode_cpu() +# caffe.set_mode_gpu() +# PNet = caffe.Net(caffe_model_path + "/det1.prototxt", +# caffe_model_path + "/det1.caffemodel", caffe.TEST) +# RNet = caffe.Net(caffe_model_path + "/det2.prototxt", +# caffe_model_path + "/det2.caffemodel", caffe.TEST) +# ONet = caffe.Net(caffe_model_path + "/det3.prototxt", +# caffe_model_path + "/det3.caffemodel", caffe.TEST) + PNet, RNet, ONet = initFaceDetector(caffe_model_path) + + #error = [] + fp = open(imglistfile, 'r') + + ttl_time = 0.0 + img_cnt = 0 + + for line in fp: + imgpath = line.strip() + print("\n===>" + imgpath) + try: + img = cv2.imread(imgpath) + except: + print('failed to load image: ' + imgpath) + continue +# img_matlab = img.copy() +# tmp = img_matlab[:, :, 2].copy() +# img_matlab[:, :, 2] = img_matlab[:, :, 0] +# img_matlab[:, :, 0] = tmp +# img_matlab = img[:,:,(2,1,0)] +# img_matlab = img +# img2 = preprocess_cvimg(img) + + if img is None: + continue + + img_cnt += 1 + t1 = time.clock() + + bboxes, points = detect_face( + img, minsize, PNet, RNet, ONet, threshold, scale_factor) + + t2 = time.clock() + ttl_time += t2-t1 + print("detect_face() costs %f seconds" % (t2-t1)) + +# print('output bboxes: ' + str(bboxes)) +# print('output points: ' + str(points)) + # toc() + + if bboxes is None: + continue + + for i in range(len(bboxes)): + cv2.rectangle(img, (int(bboxes[i][0]), int(bboxes[i][1])), (int( + bboxes[i][2]), int(bboxes[i][3])), (0, 255, 0), 1) + + for j in range(5): + cv2.circle(img, (int(points[i][j]), int(points[i][j+5])), 2, (0, 0, 255), 1, -1) + + print("\n===> Processed %d images, costs %f seconds, avg time: %f seconds" % (img_cnt, ttl_time, ttl_time/img_cnt)) + + save_name = osp.join(save_dir, osp.basename(imgpath)) + cv2.imwrite(save_name, img) + + if show_img: + cv2.imshow('img', img) + + ch = cv2.waitKey(0) & 0xFF + if ch == 27: + break + + fp.close() + + if show_img: + cv2.destroyAllWindows() + + + +if __name__ == "__main__": + main() diff --git a/demo.py b/demo.py index bfa365d..4d2f5f6 100755 --- a/demo.py +++ b/demo.py @@ -5,62 +5,65 @@ import caffe import cv2 import numpy as np -from python_wrapper import * +#from python_wrapper import * import os + def bbreg(boundingbox, reg): - reg = reg.T - + reg = reg.T + # calibrate bouding boxes if reg.shape[1] == 1: print "reshape of reg" - pass # reshape of reg - w = boundingbox[:,2] - boundingbox[:,0] + 1 - h = boundingbox[:,3] - boundingbox[:,1] + 1 - - bb0 = boundingbox[:,0] + reg[:,0]*w - bb1 = boundingbox[:,1] + reg[:,1]*h - bb2 = boundingbox[:,2] + reg[:,2]*w - bb3 = boundingbox[:,3] + reg[:,3]*h - - boundingbox[:,0:4] = np.array([bb0, bb1, bb2, bb3]).T - #print "bb", boundingbox + pass # reshape of reg + w = boundingbox[:, 2] - boundingbox[:, 0] + 1 + h = boundingbox[:, 3] - boundingbox[:, 1] + 1 + + bb0 = boundingbox[:, 0] + reg[:, 0] * w + bb1 = boundingbox[:, 1] + reg[:, 1] * h + bb2 = boundingbox[:, 2] + reg[:, 2] * w + bb3 = boundingbox[:, 3] + reg[:, 3] * h + + boundingbox[:, 0:4] = np.array([bb0, bb1, bb2, bb3]).T + # print "bb", boundingbox return boundingbox def pad(boxesA, w, h): - boxes = boxesA.copy() # shit, value parameter!!! - #print '#################' - #print 'boxes', boxes - #print 'w,h', w, h - - tmph = boxes[:,3] - boxes[:,1] + 1 - tmpw = boxes[:,2] - boxes[:,0] + 1 + boxes = boxesA.copy() # shit, value parameter!!! + # print '#################' + # print 'boxes', boxes + # print 'w,h', w, h + + tmph = boxes[:, 3] - boxes[:, 1] + 1 + tmpw = boxes[:, 2] - boxes[:, 0] + 1 numbox = boxes.shape[0] - #print 'tmph', tmph - #print 'tmpw', tmpw + tmph = tmph.astype(np.int32) + tmpw = tmpw.astype(np.int32) + + # print 'tmph', tmph + # print 'tmpw', tmpw - dx = np.ones(numbox) - dy = np.ones(numbox) - edx = tmpw + dx = np.ones(numbox, np.int32) + dy = np.ones(numbox, np.int32) + edx = tmpw edy = tmph - x = boxes[:,0:1][:,0] - y = boxes[:,1:2][:,0] - ex = boxes[:,2:3][:,0] - ey = boxes[:,3:4][:,0] - - + x = (boxes[:, 0:1][:, 0]).astype(np.int32) + y = (boxes[:, 1:2][:, 0]).astype(np.int32) + ex = (boxes[:, 2:3][:, 0]).astype(np.int32) + ey = (boxes[:, 3:4][:, 0]).astype(np.int32) + tmp = np.where(ex > w)[0] if tmp.shape[0] != 0: - edx[tmp] = -ex[tmp] + w-1 + tmpw[tmp] - ex[tmp] = w-1 + edx[tmp] = -ex[tmp] + w - 1 + tmpw[tmp] + ex[tmp] = w - 1 tmp = np.where(ey > h)[0] if tmp.shape[0] != 0: - edy[tmp] = -ey[tmp] + h-1 + tmph[tmp] - ey[tmp] = h-1 + edy[tmp] = -ey[tmp] + h - 1 + tmph[tmp] + ey[tmp] = h - 1 tmp = np.where(x < 1)[0] if tmp.shape[0] != 0: @@ -71,45 +74,45 @@ def pad(boxesA, w, h): if tmp.shape[0] != 0: dy[tmp] = 2 - y[tmp] y[tmp] = np.ones_like(y[tmp]) - + # for python index from 0, while matlab from 1 - dy = np.maximum(0, dy-1) - dx = np.maximum(0, dx-1) - y = np.maximum(0, y-1) - x = np.maximum(0, x-1) - edy = np.maximum(0, edy-1) - edx = np.maximum(0, edx-1) - ey = np.maximum(0, ey-1) - ex = np.maximum(0, ex-1) - - #print "dy" ,dy - #print "dx" ,dx - #print "y " ,y - #print "x " ,x - #print "edy" ,edy - #print "edx" ,edx - #print "ey" ,ey - #print "ex" ,ex - - - #print 'boxes', boxes + dy = np.maximum(0, dy - 1) + dx = np.maximum(0, dx - 1) + y = np.maximum(0, y - 1) + x = np.maximum(0, x - 1) + edy = np.maximum(0, edy - 1) + edx = np.maximum(0, edx - 1) + ey = np.maximum(0, ey - 1) + ex = np.maximum(0, ex - 1) + + # print "dy" ,dy + # print "dx" ,dx + # print "y " ,y + # print "x " ,x + # print "edy" ,edy + # print "edx" ,edx + # print "ey" ,ey + # print "ex" ,ex + + + + # print 'boxes', boxes return [dy, edy, dx, edx, y, ey, x, ex, tmpw, tmph] - -def rerec(bboxA): +def cvt_rects_to_squares(bboxA): # convert bboxA to square - w = bboxA[:,2] - bboxA[:,0] - h = bboxA[:,3] - bboxA[:,1] - l = np.maximum(w,h).T - - #print 'bboxA', bboxA - #print 'w', w - #print 'h', h - #print 'l', l - bboxA[:,0] = bboxA[:,0] + w*0.5 - l*0.5 - bboxA[:,1] = bboxA[:,1] + h*0.5 - l*0.5 - bboxA[:,2:4] = bboxA[:,0:2] + np.repeat([l], 2, axis = 0).T + w = bboxA[:, 2] - bboxA[:, 0] + h = bboxA[:, 3] - bboxA[:, 1] + l = np.maximum(w, h).T + + # print 'bboxA', bboxA + # print 'w', w + # print 'h', h + # print 'l', l + bboxA[:, 0] = bboxA[:, 0] + w * 0.5 - l * 0.5 + bboxA[:, 1] = bboxA[:, 1] + h * 0.5 - l * 0.5 + bboxA[:, 2:4] = bboxA[:, 0:2] + np.repeat([l], 2, axis=0).T return bboxA @@ -122,15 +125,15 @@ def nms(boxes, threshold, type): """ if boxes.shape[0] == 0: return np.array([]) - x1 = boxes[:,0] - y1 = boxes[:,1] - x2 = boxes[:,2] - y2 = boxes[:,3] - s = boxes[:,4] - area = np.multiply(x2-x1+1, y2-y1+1) - I = np.array(s.argsort()) # read s using I - - pick = []; + x1 = boxes[:, 0] + y1 = boxes[:, 1] + x2 = boxes[:, 2] + y2 = boxes[:, 3] + s = boxes[:, 4] + area = np.multiply(x2 - x1 + 1, y2 - y1 + 1) + I = np.array(s.argsort()) # read s using I + + pick = [] while len(I) > 0: xx1 = np.maximum(x1[I[-1]], x1[I[0:-1]]) yy1 = np.maximum(y1[I[-1]], y1[I[0:-1]]) @@ -144,7 +147,7 @@ def nms(boxes, threshold, type): else: o = inter / (area[I[-1]] + area[I[0:-1]] - inter) pick.append(I[-1]) - I = I[np.where( o <= threshold)[0]] + I = I[np.where(o <= threshold)[0]] return pick @@ -152,15 +155,15 @@ def generateBoundingBox(map, reg, scale, t): stride = 2 cellsize = 12 map = map.T - dx1 = reg[0,:,:].T - dy1 = reg[1,:,:].T - dx2 = reg[2,:,:].T - dy2 = reg[3,:,:].T + dx1 = reg[0, :, :].T + dy1 = reg[1, :, :].T + dx2 = reg[2, :, :].T + dy2 = reg[3, :, :].T (x, y) = np.where(map >= t) yy = y xx = x - + ''' if y.shape[0] == 1: # only one point exceed threshold y = y.T @@ -171,7 +174,7 @@ def generateBoundingBox(map, reg, scale, t): dx2 = dx2.T dy2 = dy2.T # a little stange, when there is only one bb created by PNet - + #print "1: x,y", x,y a = (x*map.shape[1]) + (y+1) x = a/map.shape[0] @@ -180,309 +183,321 @@ def generateBoundingBox(map, reg, scale, t): else: score = map[x,y] ''' - #print "dx1.shape", dx1.shape - #print 'map.shape', map.shape - + # print "dx1.shape", dx1.shape + # print 'map.shape', map.shape - score = map[x,y] - reg = np.array([dx1[x,y], dy1[x,y], dx2[x,y], dy2[x,y]]) + score = map[x, y] + reg = np.array([dx1[x, y], dy1[x, y], dx2[x, y], dy2[x, y]]) if reg.shape[0] == 0: pass boundingbox = np.array([yy, xx]).T - bb1 = np.fix((stride * (boundingbox) + 1) / scale).T # matlab index from 1, so with "boundingbox-1" - bb2 = np.fix((stride * (boundingbox) + cellsize - 1 + 1) / scale).T # while python don't have to + # matlab index from 1, so with "boundingbox-1" + bb1 = np.fix((stride * (boundingbox) + 1) / scale).T + bb2 = np.fix((stride * (boundingbox) + cellsize - 1 + 1) / + scale).T # while python don't have to score = np.array([score]) boundingbox_out = np.concatenate((bb1, bb2, score, reg), axis=0) - #print '(x,y)',x,y - #print 'score', score - #print 'reg', reg + # print '(x,y)',x,y + # print 'score', score + # print 'reg', reg return boundingbox_out.T - def drawBoxes(im, boxes): - x1 = boxes[:,0] - y1 = boxes[:,1] - x2 = boxes[:,2] - y2 = boxes[:,3] + x1 = boxes[:, 0] + y1 = boxes[:, 1] + x2 = boxes[:, 2] + y2 = boxes[:, 3] for i in range(x1.shape[0]): - cv2.rectangle(im, (int(x1[i]), int(y1[i])), (int(x2[i]), int(y2[i])), (0,255,0), 1) + cv2.rectangle(im, (int(x1[i]), int(y1[i])), + (int(x2[i]), int(y2[i])), (0, 255, 0), 1) return im + from time import time _tstart_stack = [] + + def tic(): _tstart_stack.append(time()) + + def toc(fmt="Elapsed: %s s"): - print fmt % (time()-_tstart_stack.pop()) + print fmt % (time() - _tstart_stack.pop()) def detect_face(img, minsize, PNet, RNet, ONet, threshold, fastresize, factor): - + img2 = img.copy() factor_count = 0 - total_boxes = np.zeros((0,9), np.float) + total_boxes = np.zeros((0, 9), np.float) points = [] h = img.shape[0] w = img.shape[1] minl = min(h, w) img = img.astype(float) - m = 12.0/minsize - minl = minl*m - + m = 12.0 / minsize + minl = minl * m #total_boxes = np.load('total_boxes.npy') #total_boxes = np.load('total_boxes_242.npy') #total_boxes = np.load('total_boxes_101.npy') - # create scale pyramid scales = [] while minl >= 12: scales.append(m * pow(factor, factor_count)) minl *= factor factor_count += 1 - + # first stage for scale in scales: - hs = int(np.ceil(h*scale)) - ws = int(np.ceil(w*scale)) + hs = int(np.ceil(h * scale)) + ws = int(np.ceil(w * scale)) if fastresize: - im_data = (img-127.5)*0.0078125 # [0,255] -> [-1,1] - im_data = cv2.resize(im_data, (ws,hs)) # default is bilinear - else: - im_data = cv2.resize(img, (ws,hs)) # default is bilinear - im_data = (im_data-127.5)*0.0078125 # [0,255] -> [-1,1] - #im_data = imResample(img, hs, ws); print "scale:", scale - + im_data = (img - 127.5) * 0.0078125 # [0,255] -> [-1,1] + im_data = cv2.resize(im_data, (ws, hs)) # default is bilinear + else: + im_data = cv2.resize(img, (ws, hs)) # default is bilinear + im_data = (im_data - 127.5) * 0.0078125 # [0,255] -> [-1,1] + # im_data = imResample(img, hs, ws); print "scale:", scale im_data = np.swapaxes(im_data, 0, 2) - im_data = np.array([im_data], dtype = np.float) + im_data = np.array([im_data], dtype=np.float) PNet.blobs['data'].reshape(1, 3, ws, hs) PNet.blobs['data'].data[...] = im_data out = PNet.forward() - - boxes = generateBoundingBox(out['prob1'][0,1,:,:], out['conv4-2'][0], scale, threshold[0]) + + boxes = generateBoundingBox( + out['prob1'][0, 1, :, :], out['conv4-2'][0], scale, threshold[0]) if boxes.shape[0] != 0: - #print boxes[4:9] - #print 'im_data', im_data[0:5, 0:5, 0], '\n' - #print 'prob1', out['prob1'][0,0,0:3,0:3] + # print boxes[4:9] + # print 'im_data', im_data[0:5, 0:5, 0], '\n' + # print 'prob1', out['prob1'][0,0,0:3,0:3] pick = nms(boxes, 0.5, 'Union') - if len(pick) > 0 : + if len(pick) > 0: boxes = boxes[pick, :] if boxes.shape[0] != 0: total_boxes = np.concatenate((total_boxes, boxes), axis=0) - + #np.save('total_boxes_101.npy', total_boxes) ##### # 1 # ##### - print "[1]:",total_boxes.shape[0] - #print total_boxes - #return total_boxes, [] - + print "1: PNet outputs #total_boxes = ", total_boxes.shape[0] + # print total_boxes + # return total_boxes, [] numbox = total_boxes.shape[0] if numbox > 0: # nms pick = nms(total_boxes, 0.7, 'Union') total_boxes = total_boxes[pick, :] - print "[2]:",total_boxes.shape[0] - +# print "[2]:", total_boxes.shape[0] + # revise and convert to square - regh = total_boxes[:,3] - total_boxes[:,1] - regw = total_boxes[:,2] - total_boxes[:,0] - t1 = total_boxes[:,0] + total_boxes[:,5]*regw - t2 = total_boxes[:,1] + total_boxes[:,6]*regh - t3 = total_boxes[:,2] + total_boxes[:,7]*regw - t4 = total_boxes[:,3] + total_boxes[:,8]*regh - t5 = total_boxes[:,4] - total_boxes = np.array([t1,t2,t3,t4,t5]).T - #print "[3]:",total_boxes.shape[0] - #print regh - #print regw - #print 't1',t1 - #print total_boxes - - total_boxes = rerec(total_boxes) # convert box to square - print "[4]:",total_boxes.shape[0] - - total_boxes[:,0:4] = np.fix(total_boxes[:,0:4]) - print "[4.5]:",total_boxes.shape[0] - #print total_boxes + regh = total_boxes[:, 3] - total_boxes[:, 1] + regw = total_boxes[:, 2] - total_boxes[:, 0] + t1 = total_boxes[:, 0] + total_boxes[:, 5] * regw + t2 = total_boxes[:, 1] + total_boxes[:, 6] * regh + t3 = total_boxes[:, 2] + total_boxes[:, 7] * regw + t4 = total_boxes[:, 3] + total_boxes[:, 8] * regh + t5 = total_boxes[:, 4] + total_boxes = np.array([t1, t2, t3, t4, t5]).T + # print "[3]:",total_boxes.shape[0] + # print regh + # print regw + # print 't1',t1 + # print total_boxes + + total_boxes = cvt_rects_to_squares(total_boxes) # convert box to square +# print "[4]:", total_boxes.shape[0] + + total_boxes[:, 0:4] = np.fix(total_boxes[:, 0:4]) +# print "[4.5]:", total_boxes.shape[0] + # print total_boxes [dy, edy, dx, edx, y, ey, x, ex, tmpw, tmph] = pad(total_boxes, w, h) - #print total_boxes.shape - #print total_boxes + # print total_boxes.shape + # print total_boxes numbox = total_boxes.shape[0] if numbox > 0: # second stage - #print 'tmph', tmph - #print 'tmpw', tmpw - #print "y,ey,x,ex", y, ey, x, ex, - #print "edy", edy +# print 'tmph', tmph +# print 'tmpw', tmpw +# print "y,ey,x,ex", y, ey, x, ex, +# print "edy", edy #tempimg = np.load('tempimg.npy') # construct input for RNet - tempimg = np.zeros((numbox, 24, 24, 3)) # (24, 24, 3, numbox) + tempimg = np.zeros((numbox, 24, 24, 3)) # (24, 24, 3, numbox) for k in range(numbox): - tmp = np.zeros((tmph[k], tmpw[k],3)) - - #print "dx[k], edx[k]:", dx[k], edx[k] - #print "dy[k], edy[k]:", dy[k], edy[k] - #print "img.shape", img[y[k]:ey[k]+1, x[k]:ex[k]+1].shape - #print "tmp.shape", tmp[dy[k]:edy[k]+1, dx[k]:edx[k]+1].shape - - tmp[dy[k]:edy[k]+1, dx[k]:edx[k]+1] = img[y[k]:ey[k]+1, x[k]:ex[k]+1] - #print "y,ey,x,ex", y[k], ey[k], x[k], ex[k] - #print "tmp", tmp.shape - - tempimg[k,:,:,:] = cv2.resize(tmp, (24, 24)) + tmp = np.zeros((int(tmph[k]), int(tmpw[k]), 3)) + + # print "dx[k], edx[k]:", dx[k], edx[k] + # print "dy[k], edy[k]:", dy[k], edy[k] + # print "img.shape", img[y[k]:ey[k]+1, x[k]:ex[k]+1].shape + # print "tmp.shape", tmp[dy[k]:edy[k]+1, dx[k]:edx[k]+1].shape + + tmp[dy[k]:edy[k] + 1, dx[k]:edx[k] + + 1] = img[y[k]:ey[k] + 1, x[k]:ex[k] + 1] + # print "y,ey,x,ex", y[k], ey[k], x[k], ex[k] + # print "tmp", tmp.shape + + tempimg[k, :, :, :] = cv2.resize(tmp, (24, 24)) #tempimg[k,:,:,:] = imResample(tmp, 24, 24) - #print 'tempimg', tempimg[k,:,:,:].shape - #print tempimg[k,0:5,0:5,0] - #print tempimg[k,0:5,0:5,1] - #print tempimg[k,0:5,0:5,2] - #print k - - #print tempimg.shape - #print tempimg[0,0,0,:] - tempimg = (tempimg-127.5)*0.0078125 # done in imResample function wrapped by python + # print 'tempimg', tempimg[k,:,:,:].shape + # print tempimg[k,0:5,0:5,0] + # print tempimg[k,0:5,0:5,1] + # print tempimg[k,0:5,0:5,2] + # print k + + # print tempimg.shape + # print tempimg[0,0,0,:] + # done in imResample function wrapped by python + tempimg = (tempimg - 127.5) * 0.0078125 #np.save('tempimg.npy', tempimg) # RNet tempimg = np.swapaxes(tempimg, 1, 3) - #print tempimg[0,:,0,0] - + # print tempimg[0,:,0,0] + RNet.blobs['data'].reshape(numbox, 3, 24, 24) RNet.blobs['data'].data[...] = tempimg out = RNet.forward() - #print out['conv5-2'].shape - #print out['prob1'].shape - - score = out['prob1'][:,1] - #print 'score', score - pass_t = np.where(score>threshold[1])[0] - #print 'pass_t', pass_t - - score = np.array([score[pass_t]]).T - total_boxes = np.concatenate( (total_boxes[pass_t, 0:4], score), axis = 1) - print "[5]:",total_boxes.shape[0] - #print total_boxes - - #print "1.5:",total_boxes.shape - + # print out['conv5-2'].shape + # print out['prob1'].shape + + score = out['prob1'][:, 1] + # print 'score', score + pass_t = np.where(score > threshold[1])[0] + # print 'pass_t', pass_t + + score = np.array([score[pass_t]]).T + total_boxes = np.concatenate((total_boxes[pass_t, 0:4], score), axis=1) +# print "[5]:", total_boxes.shape[0] + # print total_boxes + + # print "1.5:",total_boxes.shape + mv = out['conv5-2'][pass_t, :].T - #print "mv", mv + # print "mv", mv if total_boxes.shape[0] > 0: pick = nms(total_boxes, 0.7, 'Union') - #print 'pick', pick - if len(pick) > 0 : + # print 'pick', pick + if len(pick) > 0: total_boxes = total_boxes[pick, :] - print "[6]:",total_boxes.shape[0] + print "[6]:", total_boxes.shape[0] total_boxes = bbreg(total_boxes, mv[:, pick]) - print "[7]:",total_boxes.shape[0] - total_boxes = rerec(total_boxes) - print "[8]:",total_boxes.shape[0] - + print "[7]:", total_boxes.shape[0] + total_boxes = cvt_rects_to_squares(total_boxes) + print "[8]:", total_boxes.shape[0] + ##### # 2 # ##### - print "2:",total_boxes.shape + print "2: RNet outputs #total_boxes = ", total_boxes.shape[0] numbox = total_boxes.shape[0] if numbox > 0: # third stage - + total_boxes = np.fix(total_boxes) - [dy, edy, dx, edx, y, ey, x, ex, tmpw, tmph] = pad(total_boxes, w, h) - - #print 'tmpw', tmpw - #print 'tmph', tmph - #print 'y ', y - #print 'ey', ey - #print 'x ', x - #print 'ex', ex - + [dy, edy, dx, edx, y, ey, x, ex, tmpw, + tmph] = pad(total_boxes, w, h) + + # print 'tmpw', tmpw + # print 'tmph', tmph + # print 'y ', y + # print 'ey', ey + # print 'x ', x + # print 'ex', ex tempimg = np.zeros((numbox, 48, 48, 3)) for k in range(numbox): - tmp = np.zeros((tmph[k], tmpw[k],3)) - tmp[dy[k]:edy[k]+1, dx[k]:edx[k]+1] = img[y[k]:ey[k]+1, x[k]:ex[k]+1] - tempimg[k,:,:,:] = cv2.resize(tmp, (48, 48)) - tempimg = (tempimg-127.5)*0.0078125 # [0,255] -> [-1,1] - + tmp = np.zeros((tmph[k], tmpw[k], 3)) + tmp[dy[k]:edy[k] + 1, dx[k]:edx[k] + + 1] = img[y[k]:ey[k] + 1, x[k]:ex[k] + 1] + tempimg[k, :, :, :] = cv2.resize(tmp, (48, 48)) + tempimg = (tempimg - 127.5) * 0.0078125 # [0,255] -> [-1,1] + # ONet tempimg = np.swapaxes(tempimg, 1, 3) ONet.blobs['data'].reshape(numbox, 3, 48, 48) ONet.blobs['data'].data[...] = tempimg out = ONet.forward() - - score = out['prob1'][:,1] + + score = out['prob1'][:, 1] points = out['conv6-3'] - pass_t = np.where(score>threshold[2])[0] + pass_t = np.where(score > threshold[2])[0] points = points[pass_t, :] score = np.array([score[pass_t]]).T - total_boxes = np.concatenate( (total_boxes[pass_t, 0:4], score), axis=1) - print "[9]:",total_boxes.shape[0] - + total_boxes = np.concatenate( + (total_boxes[pass_t, 0:4], score), axis=1) + print "[9]:", total_boxes.shape[0] + mv = out['conv6-2'][pass_t, :].T - w = total_boxes[:,3] - total_boxes[:,1] + 1 - h = total_boxes[:,2] - total_boxes[:,0] + 1 + w = total_boxes[:, 3] - total_boxes[:, 1] + 1 + h = total_boxes[:, 2] - total_boxes[:, 0] + 1 - points[:, 0:5] = np.tile(w, (5,1)).T * points[:, 0:5] + np.tile(total_boxes[:,0], (5,1)).T - 1 - points[:, 5:10] = np.tile(h, (5,1)).T * points[:, 5:10] + np.tile(total_boxes[:,1], (5,1)).T -1 + points[:, 0:5] = np.tile( + w, (5, 1)).T * points[:, 0:5] + np.tile(total_boxes[:, 0], (5, 1)).T - 1 + points[:, 5:10] = np.tile( + h, (5, 1)).T * points[:, 5:10] + np.tile(total_boxes[:, 1], (5, 1)).T - 1 if total_boxes.shape[0] > 0: - total_boxes = bbreg(total_boxes, mv[:,:]) - print "[10]:",total_boxes.shape[0] + total_boxes = bbreg(total_boxes, mv[:, :]) + print "[10]:", total_boxes.shape[0] pick = nms(total_boxes, 0.7, 'Min') - - #print pick - if len(pick) > 0 : + + # print pick + if len(pick) > 0: total_boxes = total_boxes[pick, :] - print "[11]:",total_boxes.shape[0] + print "[11]:", total_boxes.shape[0] points = points[pick, :] ##### # 3 # ##### - print "3:",total_boxes.shape + print "3: ONet outputs #total_boxes = ", total_boxes.shape[0] return total_boxes, points - - - def initFaceDetector(): minsize = 20 - caffe_model_path = "/home/duino/iactive/mtcnn/model" + # caffe_model_path = "/home/duino/iactive/mtcnn/model" + caffe_model_path = "./mtcnn/model" threshold = [0.6, 0.7, 0.7] factor = 0.709 - caffe.set_mode_cpu() - PNet = caffe.Net(caffe_model_path+"/det1.prototxt", caffe_model_path+"/det1.caffemodel", caffe.TEST) - RNet = caffe.Net(caffe_model_path+"/det2.prototxt", caffe_model_path+"/det2.caffemodel", caffe.TEST) - ONet = caffe.Net(caffe_model_path+"/det3.prototxt", caffe_model_path+"/det3.caffemodel", caffe.TEST) + # caffe.set_mode_cpu() + caffe.set_mode_gpu() + PNet = caffe.Net(caffe_model_path + "/det1.prototxt", + caffe_model_path + "/det1.caffemodel", caffe.TEST) + RNet = caffe.Net(caffe_model_path + "/det2.prototxt", + caffe_model_path + "/det2.caffemodel", caffe.TEST) + ONet = caffe.Net(caffe_model_path + "/det3.prototxt", + caffe_model_path + "/det3.caffemodel", caffe.TEST) return (minsize, PNet, RNet, ONet, threshold, factor) + def haveFace(img, facedetector): minsize = facedetector[0] PNet = facedetector[1] @@ -490,24 +505,27 @@ def haveFace(img, facedetector): ONet = facedetector[3] threshold = facedetector[4] factor = facedetector[5] - + if max(img.shape[0], img.shape[1]) < minsize: return False, [] img_matlab = img.copy() - tmp = img_matlab[:,:,2].copy() - img_matlab[:,:,2] = img_matlab[:,:,0] - img_matlab[:,:,0] = tmp - - #tic() - boundingboxes, points = detect_face(img_matlab, minsize, PNet, RNet, ONet, threshold, False, factor) - #toc() - containFace = (True, False)[boundingboxes.shape[0]==0] - return containFace, boundingboxes + tmp = img_matlab[:, :, 2].copy() + img_matlab[:, :, 2] = img_matlab[:, :, 0] + img_matlab[:, :, 0] = tmp + + # tic() + bboxes, points = detect_face( + img_matlab, minsize, PNet, RNet, ONet, threshold, False, factor) + # toc() + containFace = (True, False)[bboxes.shape[0] == 0] + return containFace, bboxes + def main(): #imglistfile = "./file.txt" - imglistfile = "/home/duino/project/mtcnn/error.txt" + # imglistfile = "/home/duino/project/mtcnn/error.txt" + imglistfile = "./imglist.txt" #imglistfile = "/home/duino/iactive/mtcnn/all.txt" #imglistfile = "./imglist.txt" #imglistfile = "/home/duino/iactive/mtcnn/file_n.txt" @@ -518,52 +536,64 @@ def main(): threshold = [0.6, 0.7, 0.7] factor = 0.709 - - caffe.set_mode_cpu() - PNet = caffe.Net(caffe_model_path+"/det1.prototxt", caffe_model_path+"/det1.caffemodel", caffe.TEST) - RNet = caffe.Net(caffe_model_path+"/det2.prototxt", caffe_model_path+"/det2.caffemodel", caffe.TEST) - ONet = caffe.Net(caffe_model_path+"/det3.prototxt", caffe_model_path+"/det3.caffemodel", caffe.TEST) + # caffe.set_mode_cpu() + caffe.set_mode_gpu() + PNet = caffe.Net(caffe_model_path + "/det1.prototxt", + caffe_model_path + "/det1.caffemodel", caffe.TEST) + RNet = caffe.Net(caffe_model_path + "/det2.prototxt", + caffe_model_path + "/det2.caffemodel", caffe.TEST) + ONet = caffe.Net(caffe_model_path + "/det3.prototxt", + caffe_model_path + "/det3.caffemodel", caffe.TEST) #error = [] f = open(imglistfile, 'r') - for imgpath in f.readlines(): - imgpath = imgpath.split('\n')[0] + for line in f: + imgpath = line.strip() print "######\n", imgpath img = cv2.imread(imgpath) img_matlab = img.copy() - tmp = img_matlab[:,:,2].copy() - img_matlab[:,:,2] = img_matlab[:,:,0] - img_matlab[:,:,0] = tmp + tmp = img_matlab[:, :, 2].copy() + img_matlab[:, :, 2] = img_matlab[:, :, 0] + img_matlab[:, :, 0] = tmp # check rgb position - #tic() - boundingboxes, points = detect_face(img_matlab, minsize, PNet, RNet, ONet, threshold, False, factor) - #toc() + # tic() + bboxes, points = detect_face( + img_matlab, minsize, PNet, RNet, ONet, threshold, False, factor) + + print('output bboxes: ' + str(bboxes)) + print('output points: ' + str(points)) + # toc() - ## copy img to positive folder - #if boundingboxes.shape[0] > 0 : + # copy img to positive folder + # if bboxes.shape[0] > 0 : # import shutil # shutil.copy(imgpath, '/home/duino/Videos/3/disdata/positive/'+os.path.split(imgpath)[1] ) - #else: + # else: # import shutil # shutil.copy(imgpath, '/home/duino/Videos/3/disdata/negetive/'+os.path.split(imgpath)[1] ) + for i in range(len(bboxes)): + cv2.rectangle(img, (int(bboxes[i][0]), int(bboxes[i][1])), (int( + bboxes[i][2]), int(bboxes[i][3])), (0, 255, 0), 1) - for i in range(len(boundingboxes)): - cv2.rectangle(img, (int(boundingboxes[i][1]), int(boundingboxes[i][0])), (int(boundingboxes[i][3]), int(boundingboxes[i][2])), (0,255,0), 1) + for j in range(5): + cv2.circle(img, (int(points[i][j]), int(points[i][j+5])), 2, (0, 0, 255), 1, -1) - img = drawBoxes(img, boundingboxes) +# img = drawBoxes(img, bboxes) cv2.imshow('img', img) + ch = cv2.waitKey(0) & 0xFF if ch == 27: break - - #if boundingboxes.shape[0] > 0: + # if bboxes.shape[0] > 0: # error.append[imgpath] - #print error + # print error + cv2.destroyAllWindows() f.close() + if __name__ == "__main__": main() diff --git a/girls.jpg b/girls.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54411bae663434250768919ebc4d34579fd7f33a GIT binary patch literal 125216 zcmeFYbyOTp*Du<`;O-8CB{;!dhTsI35Hwh@;4VQU5S##k5M+=+gKH8X5HtiGT!Kpo z?hdE(KF_<(ch@@Su66&vHLH66dUsXrUAw#YRMoD&o4Q*Bh}D(VlmQ4D8t|WVw}dgN zmO@vpG| zQbB%xAxVB=Nq!+F0Rc%NAxRM-fELJz_(zokuxQr5_~LK1L@WRuB>aMc{LsXIQ~@;t z(Er60AciFUQw9R6hnDnDJDh*{?{NPkSpdXn@BZOS{H^;hUmnC5|MJy9jP>rH?qPuP zaQ?-{AjbW-j4oK_#XBs(0;I-Zegk4`P{+o<3L^g1Q-Gfzg81KNLi-oP!FvJy7gvGh zF%bWlj}7D#=KZ7FH&8Iqzqkj)#CiX;1BwEu{s#u~vHsI9D9Hb7B55#Ff*BXg|0nDI zpLqYR+XB{M0<+q`6ePgkYyUmB0|hXF=Y*gnD8L6IGf;ap5dZCT6L^6Bi`zhq4q_IN z-~0C>i2pu-_Dl>|eeEh%v!dnLxffh_OIS4dO%)V}q@NN&wUY z#NcE7PnlwnPy8<*0B9ftU_1Yj3-bRaGqBuWng5*rRR;1e{(BX)GI$N-Faf|Fm@=U2 zpkxi84dh{iynn2EcLxBA*o%MPrvIe7(0?czU=a=|{-5G@pbh_dF8`Xb1kk$^2F~v;pyK}+2;^CU*$2%3fBKIFoTve6@Fs?7lL9D^ zad!(a$}1=`=?8duKXdV7QgpO;^tN(lQggAgcXYJ}?%DtnY_whIZzzNXKqG-bNg#K# zz$*X?9Rm{s9Sai!6AKFq8|Io)*vRp4Wf0fGFFM-m-$(4a;D zHZgz(fucb%|NhX?(b4e!dTw+Q3}#XRc}y}ET`Lc)@Fa499Le`#3`)mpk z@31NL5AF%u^~L>fc9^KK%p3a^?;y}KtUPk z@?^RgEP__#tRA^S55qAj^pf`5?`8meC8MWGj`7f2maM6}6~w$tjxQK43Fm((b2-`MOLJ-9Sl0I~ z@~C8S!hU(bn>xBwaca(UYf~LV?#kHfZMm`v0%@*1aC^)g{DuRus;GQ*!|AvulWUgC zeKf$&->tlevU#|d9jdMqh~lJPYvEJj3Gsfz>BhV1r7DnhRL_SgkpY-jXX#de@sd)p~X;%%E^QR5N!Q zk$yej^f3Z+C&T>B_}W$rSBZ?Q0e}c}mO$adxK4!{O?1BQtbt;?QwUoe$$iKRyxPwY z7)$H!q6L6`n&c_=36d?_R0k^}fomVwiQAeFxG*Y)PR)8c`m6BXl+9fnSGsxEs zl7=+o`5|UybBAg$bwG*ECHipNmrn0xa$kyja?|y1i0A-kcffKpzt^|E6o3OdH7L*| zvTdv1+$ge$m5v~CCv4$v_dS-&;yYjGp4y1j5fJwjMdHP6s!B_5!WS^Zv6b(DJts3u zh8{^1^Dl=8%-5HrP40nu;X4*|M3R<4bQ|IFob+nmY!l|P+4=$jv z)xZg_q~AdD`EAq#L6yfy=+D$3s5r2kM&m|I4j_CkP%DJ4 zG%Bf4{Zy13c&#EEu#v3QHfI!t9uW|IO6UO55_ebbIYhSgG^%T#a*C(8WM1i@?Z?wY zEtU>h=bP!+5@qXNO2-6?SY)SrFa+-(tiajF!uAM9)2UMD%N}I!n7gY5=F&J{fSw2 zcL%gevjfx07X8$+fe_hUHfrhHdhO^Bz;LT~u49{iSTS{5-Sp%wqh{?=Np*OO;$in< z$pLgQOmL*_@Hyc!-g^i?+k-{M@E12u!9r>+k4jeGN!hB%5+^O*0b|;dBTP*Gthh4O zS^}S~mfH@=F;e**9P+eo?Lv;y*`)%Axb9DC*3^fokXzZ9pBuQSL>ZOb&n%4+1$2Os z(v@>v$YGJY#8e`e+Wly`);}@>Ya?_l358w)q|NT~4xs2SS~9BwlQ>F1=r2-kf4Pp7Hzi$JbZvgDT5K zew3TlAIJmv7LX#uT#qysd`Yuw7-1&`OF4tEtD)mEl`CAL=ACWMthIzgxiuvwAzZA! zY|d!MKfz9L_ab}}P0VH@bxS#q&jrp&4LBzS13^-Y!HxjIz@OQHUqkpoHKkRF919Cb zZMU~@*WUK@ z1a`M)!O7g%G?Y#sQ{n{KE1uWpJHFezS;V0E0DNz6BDoHvjtZ01v2ujqgf}vqUQ1gi zg{z0xo1QPK;dq$_f^%Gl?IN73$_{QdwX$mH_NjoHm7la&^$>pWR>^*aJCXXl!+Vp$ zT-@e~iPPy-Mw=W21(EHQCc+_+ivd?T?Lfoa*5+i*K2-91*^< zjl3#Un9h-BzD=3jPQ3$6{bAD+73EjYr+;|FwA0)H^cvslDX5(4u*A(DkHL(3whVg> zp55EdTFyFNTv+1@4Gh2H6=#ppNC|pyTz)Ls{XzVeGS}gDl$SX9;T_=lWOlke|J^07 z#H*}K!2eSP)ot<(M}Rl=G0ZmMdXI2q)3~@_ngbJ3fZ@X-=xGN zFO<1hrw90Vd3#U2l;EPCk5LsyDJp9%$`e$qnS8);Ma|9o(T|BAf^%-T?r*2&GU9CL zZ@pBZzIijKIFn1 zIn7TgMi#0Ysjp7U59LsZkZ!Z%i0PJe-S*(unb*0eN0sg;gX2wU)swiP7x&x@LQirR zYV>2*yREhz&cFAE;%us8VwWpseen5JUXk`6qX+}C`yWF4>slo+K5Xl)ycnN#h{-CD z6VQ<4+~k*CPKbXh?@-i@mBm3#;WQ(h`7-yqRCHtm))(R<{lwTj?(}}MgjfEznq8_} zi{Lo^%`;#R?}k&Knol4iBz613hC<3jqsV_&cAN(6UO}LBw53?uU^BnmM9cT*Z8})B z(dJc<0;q=tb&n)mO6rhe`@DrS|9;D07(LNMnv~1u!dTqXfc5bBS#reQJFI#k>3HxN znax6D^vGNhS?t3yiOs6ffu*B(}SoPWM?fUK@q`fXVhpYK2Kzc@nR z2(|Eq)MF?5RQiSCXP|3mRrjUv4@v8ETS{)Anq4t*1}OOv=b+z|;n1$*3)v@+*bG=D z%A$m1hJ>bawO;?e-y9XfT+cklM8B$=V8Wvm7JM=Ka@*&F(6(ofsTlnxo_+; zmnUfK@K$vh3TX_6CYD_hjD#B6lxc1ejlx2TGtINH`ScJkwigx z+XCF>)_b)=6v)R+@i^vpDWs(>bC^FDDZAPYc{mCYiPEzkm2p!qRfq3=AQeq^Fu=DA z7^b2sd)N6jxqqY!IQPE#;g=m0WVP4rxS?Gg8`^0;Btd_!s(YbR;`!t6ljgjSqLE zod1IhCAgg<-Fg4E+(0xW=!iXTzqL*!m^MBj-}?85s~Ty6D%od88jI{mp>N{*m1`Dg z_HtWrLhkq%Et^eGwaWt?)C+eXC7%U^_)z&hI1D|5ZEC$TK(`uDz0i9t;zXLssz0o^ z9MPB5XmaW_))twOfMl+ZI#RmS?d17%RA~?Oc&yw@93gPcfj`Zwfj zMtj?lk6QXJC0=*&F#N-h|A8WQc+%)$RiZnhlD1w*_a6K0Lho)NUSvJ zVf3YL$1P53R@M-2aVc6IUj&r3C0i&Z+fX)MWlyQ2(kbx{@G1UPd`KpCQkv)Ei z)~|Yyzhl?*%KeWYOmyfENAXvW%G^6(qbc${U;pZ{CCtP_oc?zM<`-C$2`Y!A!Q+YG#s~V6s@T+NqtES*&M2_B+0gJa`w|>pG%tjiLXRLSshHWZ(;VJuKdPv z23kj*FFm5&RGi&Ca(hz8ej9G~jt}KDvi&7>Venz73772DmMZ^)U*GymL!BfbqjajH zvsndCnWN+C7(~9^QWM#U42?FL^yTd3xg9BTMBOqu#hm5Wh28;=RrU-AZlb2;?CMTe zYbp_eZ@==|g>2U*q~E4~j9I=ndHs`vZaO{GBukdnWo7hDXvc#~-9x#m0y8<=B{|PO z^1FyJ(o>~x7&9cdY{G1zBrXXHqw9<)sMZ~DK-qEdB`Xdl0Hvs$0hGW0^er%{iyM)fT95hrPeGTwuM(h=+L>B#(1~W7SgZqdOwLr65-R} z2a6}{=&fS3+#p+GU-%9C0rdWZay;v$5A5n(x2O57lDh^=m$E1P_9&lym<y1RmxW86vK?6+<6NH~Gd@qLyEN)PF5UBKx5*+0sm8>BrnC!IDhC z<3RJLZxg)Vfg@JJ6FN0N(Zv+@i-RluWmb8*n`qouP!!1Eibys4mBioC+3qFuF|)F}|%e5HZ7VDn_iZ zn!l2IGA-VSil|jPjNt{_2`s(QpX8dp+0?jf<`QgF_ZlaFO|igg5BPc7-uI9!(3CB5 zdcw#!8S6{BwaHWkuKS$4cX$tpXt35yoNaNRD@N|IFGnl`ka0qte}vXORN14lkP6%58WT9rz1n%3?|t6;w)Gfq@hVCAYX~Vym5(=MY0G!AG{mzGhz^`t zb>G{DM=iQt~0oOH&jKIA3r(EfZl7QnJIRyKuhJMqF zQY~n9SddXQoFo-1D~QfT57H2TdX2ztJ3_Ml6h8dAA+n9XEisJlzfc~8nZ2g(%hkG` z7ZjCt0Nv&Qf>ksd#teA-pB=2K-f&QV6|uqT*LBa4Mhg{q?BW}C&dP?OS+iP-g}~7& zKK{a2TwwW}Tj?Eg?4c&Ee``|3;X`h8OI{-30Y&xCD0_09u@c>(T!4>R z4aV?rM<2U_Zjboo*m}cG(QKo*jok4lVVYCus>*TR>)swbtMgwUhy7L7^w>CZJb;VG z#ha8xncOGBJtO5$Y{C-kSfWWjc1t9wvc+lbBySoGAxyHBNaUu~^AKKa4j zrjPz(ON+E9OMtK|hz{lV_Ihk_>-u|`G=OZYv<--MZ%1G*w?zALdcXmRaF@@j4o&U>X!Dou~N2y zD#f-Azk(HvUsHH08!(lp&CL>R>ioG8h0nZZkzWE|a{hPDqF9XJUJ z%+6IWMmnE4^df1>h-y?uS(3LMN8&gE7kUxNqEAux|U?ku4x_sq4=mc2dyA%S1-ArfS4a z{^!iX07CQB#8LaepqV|@Uu6>x6?gqOrrERVu)FP5KoVDs;C`C$;$@3Gv-ko_#n;RX z8`GElcF|B7;nJ^Z?YSb4@{68+hIh$eN4PxM`yT5cRBYaV9xt}^$0Lm6b`9(7wU@eu@M^(@cgboCVHiPqXa6I0 zxU528Hh~Bgz2)a4n~e0iqi#&0zI?~5_|>CpgUY{r7A0q{Lm3Bq-i{&Q zK`IwJ<@K3t-5c3Qh3!jBE?KWRq93I^BkYqe_J8r&(plz)<3=Rp_Qh`!TF0%|%f5XV zE*X6D*vq8kX8s}d4+zw7pFJ&#JR^Vd(jLXbH^eYdpeJ#y==Si(v{iK>Ff;Wle9#3VVwdbg2<=@jzpj%yZo)+hmlcN+BlsACNj3oWIXX$ z2{A6RPNQS|sDn9KD}X-28*bjWk&|V7rmDgsYls{zXEK+?*j=<_)lGpzX46YD`ldg( z!*1$p)T5?{9vuICo@GvQzOT>Q_<)Or0k@BJndcV1W2%DUG4Wt-(BiR)BIO<^n1Qva z)Y5vtw0p)9eQzn2D?we4_>iSeGwq-ju<9uJSS!%tWx&wFtvhR{PgXt*cuasu- zso0ITb~Z;vJlK-Gw|PdU#EX2R$axK248@gNgnG99W)%!!2cbc6Zj zz@zAg4#p4iEnKk%BR)?$FQWgDeDD<)<5@M6{-g3|6<03Ejzm|(Z$DcMeqAfo=>(;( zhW3Tk20qi(t^W?`Hxl@A{?>ivoFDW$LUv_*LH4C{&IuhkYbG2#TkoDKH&5Y`u9()p zVm$Pp{1sNAJZZ9XFuUVQlqgS6*hoi^M@7SVid*M1Dqq37gN$w)Z;XE|GTEzSgSiWC< z2OzOFOu9ydm#E{)brU`Hw73_hB#rKXpF6j2vcm@6uEOG4>(-jnJ(F7NK3B^{8&pEY#)3~A%rn6jN zZVlTAO)s^1E_w9!Hf0n)-*x9U#T4zv#~O8-?{(bFuut41szHzYeA;j0(L z4dhOkxg>YMN177K10r_qa@%f4dD%KoE9Dl~l#{3B(q@E+;OF!-k@{Msy%Ivfj)zvt zZCb4c2ZAB!ms$KFn(K87MJe+IFl1x|`ApW+9gE)8k_ z+yOU2Cq)&XvUFROW6-uJ7P)eL94_Bt4HnSWJ-v}XL|U3aHXbE#m7D944a}}{DUCD9 z9m%mO#Y%x;kQQtaj?fdz><4*rM`T-Cog~rwbOtQDLO({gw5V_cDC8u0aNrV1n&M7G zT$ST@%{yQs22I`q(1%95TTKeLnFUTp6|9)(EQe=z2_F@$GAcL25efnpOIS!b#`+Va7UHuDXCpdRU79iB5y+*O*ntqjsL~F)U2k2)j;f@4fE=SNUQPzpjkA_FW zIkxD|pfrAFXryt5aY?9<@k z2?i1^8m*}<@a1vAZoC-9vkr?TB>eHdO^)QJ9ZpV5|0fYzq9TR3(xs6N9I`(tr3VNc z@WV8&P`&AmUa?DRdFbBBg}en@OP|y^b!r1Wk>3-PDX4_Y0ej&`4YcN8dPv0O zTWIfpu{wWTXHNP=yL7&%*!0zxbj(2&DoMF3y93NK*crswv@W%>+<)y)fcH$Cslm|O z4=n>yBpx0!kD6BQOGV*9svM3kbtIp<`f$Iu;{Bu$X)V=gc4eQXn5Zm=U1Er(j%lJY zQb29Qu~`{gu#)5o5E}4 zQX$%a^ij@=Hg^I`4+Rx4p!RoYl_|3AqBW&Qsk;eJ0DJsg{pAM=^0Xv&G3W*yUC*<0 zHqN&Xa{VZ3@>gl$Q6sGe4dy2G1?K?7E;Er653=?IZ{h7@4sFkxAKL;3li$ehdn&cG zN;hSM8;@)BN+jvl&pjV_?a{FF)KNrisqV4vdRbqNhuh4@I-JvaNCFvE`*kt&lXjV@ zva}w@nTWa1Op7E@ix2Vf@_^^(Al~x6j^;7Sr-CTj_k>+@^uc*IDi`EA6JcUTPl>&I zYuh=!Zb=M{LP>LJcA0(8#7q6Z(%5}lFf&sP=C8ArNkc8u&8FP}Qpxb}idI&Ordxd7 zqR#_Hk7fpZ_ml7wc4!}GFFdM=bl71s3k{=XQVD+z5HZ*D3-Dy+x5x^3%ir2`=(XpW zuiOffZoeqHsd{ei`KcJ)slVT22|dGGbntc1*fa4#YD*MjEXwzZdaEpT%*31ZBkYS`fljmZfqJJ6c^6cAD`P;7nVQ{8``H51n8(dcshZH3;geU(?cIcq z{ZDN6a6KPTN^hYk36?kELzrIil&l-t#%tQ$-~vUQYKcJ7Lo}ZZ3;MSoXN6C`cYnYW7y0n8W0SmwzS%dP9$%PfTr$lr8KB^h~b}s0FkrH^orI-1~nym#oYlr#Y(F`-`!8X{qrI)t_`+O zPY%6mq#tQb-KAu}zRTA zA(c5E8dSdad!{7Y<11cP6ErF}20Em1>Y@8Nsp3waCrTnfj<(zz4=v30Z}dM8i{M%! zMuP{H6WL#iyAN(?BZ;TQxbwG_*nJ#P+o7`$f%Y=?+mF|AG9s#P=fn|;l$|^NA5Ki3 z)^zn-JPba~w|o+($M`z3FV%-b?gaY|C@c%<#onI-{rcwj?+RzOudY-%rYNm%$@&a0 zq79p09j1oV8{g!33^Sj4SlkYMh8-SlE774%nRRQSzdb4X)EgjpO&+n+7tSE4OAj>J~I<`@OQ@AM;g|eQ^<*%yU_`4}sq{w5~Kd4w~}X zzAcmIMrP^afdN^oi_vd&_hGRwx}?yKSO;6SmGlW7x{1hf`HvO+DR!vh!;&o62{}C= z($|aAtp4&~B5cyNbp$PZgd0HH|Qt<+2;wZkRtJdii?Tt}D z`@N|{(d)O9&sZL-kCnmcuv*7E!ebTBwr9}^ftbd@U!V=zs7$^^_Pxa*!^c$l&>d|( z%$>#-N{qZAk}2^Liqy}{&SCXVHmOQSl~|AG0v;xF z377IWe>^_5X`z#mts3CwKA}eDx6TZHHibiOZEjPAeb4lZxm|Ff>#s)SpFJsXZ{`W+ zTJm;W@U_)lCCANlNJ{Ofl9)}Ew6gs|n_MtUAGgB5u~^ivXVTWN&!$#`Xe;q}oOCaE zizL+Ht9{gMswMq}4%H&T!{JPu*x2jhTM{K8Ps59XMWe-ur7ly-o(>lf6g67)(zArL z*t?0Cer11FTa~>R^T`&2adq5#X3_!K8{a)RJMla=C+{WPxP}M(pCg<5{?ZS+@kF9< zhhi{jz+_@BKmlTNB934m*>xqlcKupBuwG1owFm#SV7~QU6dZ8ODQ0hTy}xSAP-;+_ zQOMcfGY+3F=OMO@4;adS73D;EZQB?`NlK(wV_+!Vw~svwqqp;uZW0C3E#;JM~3KTd@ZWN*R32+Shnln z=kM1q#aJ~JosaU+RoJs{Qv{7YikyA~Ne#eW@8@G#a;L??geX*P-NJuJqNY-Dj z_XAe7JY*SfxU3aGZX#4OK zc=-3LGF0(i>O}(YH{Di(?zuI7J-_E7(NRV@H~auyerAlJZ{yGI6GORRt{b~G)=1UMsEaN4)&#q|{hR|Uh!vixmn^~8{a z$H1>1aMxSB&r0TD!SXD)^Xeu2Sf-+ZO?IF`J~_~=(yRBTa1k2*D2yKikfEcw8Q>Ph z5Ww_1M3O^xAE>*xT{EHZY0axOh%7zqsf$WjEw^QTU;=|JUGa4g<^ah4PxhO!wWdtZ zrsUfdomHDGe^*IV6*g5P;O|PGqpwZXXlXkq*WmDMP=zaq3>=9QsBaVPecXr+Jyjy!p)>Nin@cM8?BHTOj2B~HE(8VL z7EpJyx_-=k2RzCEWVM8}X%JA^ai@S84Y{B9aEb?@#UuqKljpB!^|Z5;Ja7lmT73_t zP)@^Weo4hYtWF9)7Ps$5bR$JMF#FrCOA_pqrCs*Ib=za#R;1sIL+8d^*eVAOcJy!J zzMaTjJ^w!5!>(|cABMJ{ydL7iq8ME28~<#|&;Ac5)(fm(`rBh35H#y%$MOY|8u!Z$ z5i-T?(6{qB^3fbPF~yAcp&Pm%R<7Bqk7){2SG3%J9GQ*&Ec8@(aKomnK-b-~+qrP! zqIvJK=0U@8Ih#3NBLaQ&QEl+l)7v}@a`g5|y1H^On#U<9hi)0P>&W}+o$C*3;0_Rw zD9gIPiyBXusVm+!h$S`43?isj(7=7O!u}$BCtAtumieUo;jFL4^|{INcZHGJ=BN2? z7b9{PTGq`bKI2G~H|`w4v2ZGGe}RrvFQ0u;~2H=xL3TLsGppS{-tWT{UV8p`iFFT;n(SVEt1rx8qF5tG^zey4Cs0M=2H|qSD{K6q%_IL5rc$nu0oC_{viyWjC9g?@KMqUIHr4XHI@j_&EJv3lSZ#AR)tK+ql-#QIOPa0z z+VD=iI%2Q@qS-!7PV3W~J;Gob<8rp8$jDVSEX9i^oc?u5&lm8(zb>9FCpZ2<+qd+p z{QD=wt`o7a-hH*AsF}uwZ$!OHD0WCQDDX(m2SpkU3T$8>Kwd14Xb@u#SZgWQG90pmMIBJ_rDzbR`=ZW z6RT`TAa@V>`+KIAW8_uXVrm;Jrc8|!Ztj2Ly`n17OgMKXGP2}Gs!%J714M%b`H8wi z%i9#wX3Y(MUetsl?NB1mkDMD0-+eMlV5Oto7Tlq;@15jFt?Y>;hYzIRdW$)5@QuRN zFwIpjM!(V&bp%zK&(1$gz=yfx$6igmr+(NOTv}P>cn9>Hh%s8~9b;xNP-#Y9edWNq zk;r?8olmWr6xxR{Nd2Qg##oQebkJbNaN(w(tsL3NWn5JxaU=|=R_fvF2}gmeoq$hZ z{vOU%RL_Ew4x4meWy3M>=ec^!*$0(E$8ut~*4@xQpi|HjAND6Fasn!M2-?hPS6?NC z$Hq0>JkPnw4Lt_8@-;sOcg1LSAbwGpofE0A&)JV|nymbO>ucrze5yo1ts`TfNENxm z!R=fqDENe6OQHvy@u1|m#(d-C7F)7HO$M#MzA*2~oc_u}su9qGgY1vYY7S-9X2~pY z-!u2NREiK2{dp){in9hyuq){nh}PKmM#|e-MXk}VOvlN!CWTUlD=S3rl{$Ri|B^ka>saM5_Nf)3XZJ2jga%@p(#85m(+jW|V`5?kTo*sG=cCDI zPVxD)_D0}$)2ds|xU24G+NSM-sLQn`tQR?`S_dsTROMH4?OV&nt)b&j_v;3%PrbE< z!F}9BZXQoQyfvnCX-e2K%^ps;Wt=*qh)VNw23_opnwa;Sn%+*{1N)RiGZcPC?k z@0h;1GXmK@zo!QSSqC#q39s~Xqwq7`)UjfmfKwSqf6WItUED-mfGekt-mV1hzLcd7 zbRY;VnJrvv9*m$Y2+tR}lyq1PNfah$#qrZ_V9{^BIuWjHlzgMmx*D#ErW<}S8b-6B zFe^t!ER-Ob1JDmcBW1lKW$jWJ$~x`RadD`T?DUO=wEhT;!MPH72F~V|P34Y2z)^-9 zj8V*F8cCsuz2J;ydlu~UM;1eoEcuR@?sJ3UB8 z@mZxRBC8m3I>jf*nfCO0%ram!$zRLU@!h*g68phKqSY(h41ux3;@$&;Vz~KcScQ8a zu2aMDdbi`Jm$?Yc+Av2tEDw#8{j32A)3;uiI%tdmg_$Sh6*!e7;Jfu|B}dNW40|Km z@mItBY*DQ`0M%+p7oK&bN2aSj)uWEdhgB{dzR|*x9DN|=qN;!mHmf3_EgOMIia*BZ z>a>$yDW{Bh13LZBhmm|&toSXLCs4sbZki(e5>A`QWfB$i;5bfJTr@v&RdZKs72Z3XI7vJ-|?I|<*# zh8~rfC66+m=+2yY<^H^WhzVyR3__WQ%TNDQ5^Z}84dqI!t0KH@4+y2!ZOMqC#A_7N zJx%foEvn4Sdv)J2Ee8Cir0W4hF5t&8o&IZHC@qP~J@Rd%vN6b?lfV`@Hn1#Q|K|h{ zbdLH+zaKCuv3=?BobEDb@XNh<*#UM+k2bFar*>asq0;N(;|F%1Dp=f{inh_f6*C6S z=GCPaoU&nai=@<0|b%_`(o^jjvQ&nij2hnT(B&0=@#Xkj7Hoq8=?)rMjA)e_E` zc=2%m6_l1pq0`CNEP_kilEl+j_87=x3b_&r%JA2b0AxxWaiH1X!(^gQ#|BR%8Ch>h zGS29dmtqqhizBesTXGaM787qapd%_Lm44VEw@6a9z);rL{4muZIm3`zHYLok?{H0vP@ZDZ zV@(s>k_TaCPcP_|!bdR;ahU;Q*q%p4`0@S)Iua=REe#w9^?asiA-+wZuU{7v19P$0 z`yQ?!F$E1X%9-$YOl>oW*7R9Li?_O(pBo;f_q+8a(v^$$b+uh$#8XykY`{9g zHQEUD@!fsq^Alrt;Eb9_no@fCV7O)4EQHZJ%ur&!B|Jk(+b)r zNqZCmgXBCkPzygJl!8@Mc??2Vf~&HjyYI2>WC@|$*iZ#Op%mqKNKkUkShpxASzlEj zJ-!m)Z=nZuzXSLJURweb~@z2Sbt|TgpZc+ zQ^dv=&g&ttZ1yb1r^K1O;Lt*Fu~i+~Afsu$zMx#nNnH7??yy_%9*-z{0#x{Cd@p?X z1MhkYhB#B0>TUgVf>o|-nHBZj0A-2m17&mGAFo(Mnz=`e<3sEzq>-oWZm@=$Y!0^_m?ZOrx6v>Iz?DyFxxG^T7_-nUP&pRf8vJ5Qb+w|` zBNX7|^m8|D)!UofpW*~VPxFMWRFaGsk=@7-QtXXp&Yjp=j{gNCQ{;GFMzmM%sUE=aX-k(E{Ob|cd<~PyuD#A2>`)w z?2F}3$GRVX|Av}ies5NiCMcUKLzATi!~B)j;rLxaZ*rnf#Sk_Iddry@L3H|%CS;cs z#kLEapo_!AogCqXP)<{!m$ZdmlbaJ1R`4*v7RfcCGHNe39$6sJyQeBG^(Kp<EnZrMoG*Q$lEl!{0D&SEh36fT-Pzx6D(7*)D>I2zxyNTW}}}AR?ag8 zWoYfm1*BhZKIA$C^r+{LVP9xkUULXCs#DFa=U5=H&!60E$T3G-Y)V!HpA}6OLj-|J zTcao}rvoM(G|V5!!VkIuRfQto35|szDhH72yzuqqDtg)ahMk@1U`cU*e!PwQ)giPK zl8SYu2P~5jV zWXXE_i#h_0;{2i#)@6y7Ba>ci?qYOYu|6V?8ylvU_wsvMo+UqP6O?S;2IobWZzkt% zQ0U#S=5DEcmhw2Y9?3QKGTSA7<+Bz%>Luw^Zv@ zSa&k4-)TjEC&%9PcyGz+G*df*yp^cmP$htVa1ZZObZ4T$dQn?!zVGX-A_IXqVSe^h z>5{?m-R3~)D+i5aer&_qf+2^|0XOU?V)ZDDGK@h`qf z0_>W~jwXgU>Ex==L*7mRrvLc8L)A~7NjBB8cW6h>41>q_iuS!P4s8fH<2+|~-f7AB zQV>>_&TIyH&Y1~6qwqgHTE$v>GVoDJk8h*3@wLT~&U?B?w!fgF05ol|)+C`*%5fK6 zQmJn86}{iP2j~`y3-ZNJwEYRB5n@BBPCiJ|C(@)OUsUsBJQBqtEdnSKYm$8xT5q^Dv_~?B)#IxB zGP9MF8SRDhQQ+q~nAe-_?gRnNTkTbxVIA3qOFuEQsif9h+Fzo=s70NPz{AS-+N@i&}?o?dDmT(fP5V)w|~@QlZEQM?+ps}0f|5*Zsa8xDIS?45`8 z%`&WyyOqQmXh(t?QisSkunV?jo^v(c+t_2b?)RI|cqq)xYCcQN(;qE;R9)Kj{z&ul zQX+-K)n2+qsgmm}2X(Z3^6Q7FRZQBm)8As7M%%aZ_IM#n^3q^@z{ZE`w#0 z4=L=+FWS!?tngf0EY_sFon5Fh#oNd9>AF)4x`~;L*3B&9gWM0Mc2UCMg1G%3e5vti z`dh9EvZOFVP6$MEfF0{YmlhRks^XLk0TW$Eqomd8<>Yf;93Bcf*Pj7NLeMMLQx5F)&R0=X2AHCpeMIB{k zA76Gp$poi5$Hl8}@=u>Q2Iu8`5&DHsHOKK=reyT=aAH*E(iRMqNsTM*CbE8fc0kmL zGhpB(ll67%-by2Pr|iB6cT1Y;oWo7)XyrZZEw+2{P|=k?+V+Y+5M@Iys|w1-~S7~KtaFlARl^MQ*ESKqYMr`DqL2i z5#qgyekn0P4aIvD>{qcs4FZ%6slaVZiU4LYONw?WaX<|VP7Ad-Ej%vA+JH1RLl%*L zk$*~>qqZ2gjDLiFl_fAeUawcE1J&wH__|`2fIU@Rs%&X2xIQLP`PHpe_NV^<%3J*F z`p^foag9DNY70|dF3{MICaVo7V#Y7>&=%=aPbbtD0vt5fAl4I>d=nK79 zYZ*_H&|ePM8Y{Q+O2&%Tjx^bS%4lxDksoJKh&#DEQ+*5Bqpws3WL4)*eRw zBYW3xhWk15`W}yglT2b+wx;p)CXmXx#}LoGcO2vLb4|ItTWGS!en5HD7gs3)@iStp z(qFX7XE<&jx`(H)tpHd<-c9^T2vT`^3KsRkWXRk{%cVLwB$;s;$Df@xTM4HeK@K`* zs(`DWVEY1*5_!9;`%>8C zXzVE4Mgx(9UVjfduG24sfMnslYQf22wkZhoCy4FRq1CVA)9w4&8-9b%r$fS|w?VyO zJ5#AW<>Mee1vnIdk5knq)n_Z770$yo=-_L32sm(gjMO$t5qOW((E%D$;ohhSVu=`& z(w!oV0u2=%u1LV9+}jmhxn`J937E$w22E&tE80o)tE7%*Ce_XuAHnJ?H!NqpIT*p( zr;U#W922)X0PPl+G2KM6K_bYEG8s;2jv{sy%exV-$zgZ)XM9B=+dJUbNVk=wK){2a zB{eTV5yCUEsTFv+(9F;1enypLkPL9I(9*GlNgoKn8KHOxZlaQV<+n~b-Xu}gnyByl zXQsf#d{UqOoggojGB>YqVXHl3+dCQDD@8nD{w5n$Pr{rnCfHzh&0R({W!hNcTwED!lZMYyR9^}y9?;ik$-^zH_zB;_LC5Ysl*uK%;_k2G zje~M{&ecKL`)AVoc-U?j=7E@ei2ndusP#<4BHg2>UtNf^8>DPxVZ+7z$0I+TV=dpi zyk#w%F&XwatwrbA$8{uy$l_xd{3HzHC)|Ejg|fPYUC9u*jF?*tc&Wh3W|NDq^z|c$ zmpY`m?LL=l;d`#}hcObCp~r1>kaug99%d7Y*vQfb7_S47ykcRd&0Q`AU<0pFbgs&hzl(F$K>GPt%kw$O^)eC>~E0fZSRmL)E0=c~Z0H%N* zg0tPV)CIk&!l%UNap_tv5*DyMw3yAQvJQiX>rHkBA5!ADxoH?@eW)gnepPWiTn7YD zGDps+0qx>&4#s0f%Zbnt*8TK2W(!1rosE##I z0043oj#udF@#4EM{i5ugcQ*e3!%(igh!usp)1rskrI%Vg^nzVC`McUTp8<+_UxFGpgOzf_zHBB-(bK=Gu-nrJd09!S68Q?k3 znwqfqZ>o0}Z)VImU&OV%jw7T_;XUf2*3nW z7!2(|0ctlw*4?CHHXBwOQ@ps;raZ#)t6tq-m7Y6P`HH0z6t@wm8RtD@Uk%EY2At8v+ZImf8Dvj6@j+C z?&eX(NY61_j?11q%Nv#EB^+MW4K!Lit%k}lHZ*tx8&Dd1ui2HD<80M^{{U^fJEvS5 zd#zg8B^=Na*!RHNwU0(c{wvt5ZO_FH&p|MZJ-mlGWQkiQ!TDwxr{x$(aMLDBLY7vmlRkC7QKpa6-V1H*6E#;(~ZufFykZmaIWm< z$O>RxVvstV;ep4keDT_Ei2DBkX=P-NXRx!+h8SCfu>SxPb2XojSHHHIW3j%T864o0 zkc|7#(2uFj)w(cOo+T%cE(K1dS#qQij$qfz6KlG(NNp}I$>T=Jidi_+`-4x?J07lq=Omtc z(f2)$f=Gx#!1&mT!d_3KWrehNuZI1uuHz> z^GMY@J2KyC_YxzV}2;cmX`XKvacn~Ys1~30J-y`GEHcSMaQ$dSF40} zpW}9_+5XLr-o-Jn+DG}5x8+pYcgNn)+2wB1()4sPCkqdn*1R>@Hhm#pubbxh-xzyQe{kjWbuR%%;!VV&u#ZzPSv2GuS@qW=K@0K`7jhVbk9o;_|Fue&+%pS7A)s%F18 z@eXla0KokD)(x%7E)E4kzyrUF=Tpkcqv_7Td}`9WNqHTPr5E;X+w6yniZ?!4=zZ&_ z1toLLSHlT#Vj!o4gOS2{SI~b0{w~LT3|b#)ZUWqlEEf;TPasd7E22)x5^-mssSHZK zwD{Rd@oj^?b5PuB7Lfk{dpu*)IjaHK^A+rGRhQkQu(wViUHyhXTBW(|i}9bcTP_b* ze9!}aARqXs7yKmFVyrcr`L!9AOO6g8HVQF7VEI#QMq-y0;3;dsJpdhTbEZ%K0O-wg zZC6l=-I-!;IXt|o^Wqn41Pb;RhYogTu73gJekM65nLF2^;$w8=&TP_8MT9q3Gr2QJ z0{LeGrb!kT;_lW@P}LMLF9#Hjf#pn+QNL4xuJB_V|yGf;3SL`NO^qgsc0RQHmDt) zOA)ygr0CKRvp1vmM8=`+6EEvpi#-YyQHaKUt4U>Kp#W?UD8Xi&Lj!8cQnR5!BO`y= z_^u%;R|Je#HSK?AB+{hs;0zR<{VTfM+5yN`Z?$?-+}KF0xj5RAlR};}(aCgMvfddF ziAU5{t4^3mz9U%qB5NH_fRDPwW74j4>6$qTlgpKC{?1m5&0*FJI#&k=7!}TNCAnsE zwsTu8YU~>q3`RJ1tW*qIazM`eP=t%UCrxYlLPmhDYj>k|7`#edNCt=aYhu0Fc>v#f z>9)+OpaG9c&U0zfI1NnI@ops?~2_=kl%XRM=8+G0pjUd&eV3Y z9WXQQ~n(P&=VcC9q6Ke&OjaUj6-u5A?Wb1{-<;$}G{nn_rTZAVnOzjF67yoB`5 z!mHDTq}&nfMMZ1=YIC1{oM+5nPu? z%u(bpXyn-Ap{+M$HAl0*`y(93CQ5_IQfLjsD&t{Mlmn$iZsaa}0Z=Y-clO$&hT+-= z?^qTMu^VJ(r=L1%EVYfWj_G-kSiguCi528i{vLxI{Oez4Vo3~*I!VGZq_zjlbEq}D zOIxV>ySSEPw+mp92Q22F0=_nL4#^XJ+I6&Y0GKcyr?+?PB|2s!oIu+0}nxRq&_7y4XR z2*}YSihm0X(-Tk20OYiUjIlYu9V*~5ge2mtY$i8%jK~O#6NBeiTS|_K*v(ooE!1#E zaH^d;oK{0$)AgBd?ORKpXrmYt@X3rGER&3GICcYV_pM~^PN<{I?M2;MuK{dhJJrF^ zr3*5)aa~Ac7YfX(-Un;~M@-|bRbOz&+GLY##cb!FnH8$KxQ^Z?2bFV9+TN7cBvg=L zV*&c_&mUjXh%07Ubf`bI{j#-dNiB5sl4&CF$#%R!7@lE#h7K}$^sE8Y^?_N#pxTei2C{vTDAGv#v$RX;FDtgm!Jl0nCvL};NMuSC>R{d>8O1jCr)$UfC> zw)o`VnXWC_+xw{X6_qX+zZOclB)`wjy7q^7x3;0l!()Bw8li_6N-lCw{YIDyi4y_1 zo33hp5XsEY?hJP^gPicw5J~R<=1x7UnD&z68nZj@#jpi**Dlc(2OApWeW9JC?EsAr zC+p@-R6v^I+&paj%N?q|;@gC_ItsJ1m`ophqMQnC%sfHB$;$u@P#6CI2kcSxwz!qm zRv69;91NTa?2$`s@s90-9;6(DT)VM)c9j;8(&|z|j?K4t*xI$)eAdv%#cL`&L#iHC z&o{HT64e%(<K zau2}xJJ(a~Pi9P-H1ouy+#&CQCnV#T`HJS6ow<|;QIhMQoo^PTj!dv|c6ALVe*P78 zLxMc$(nd~D{cAPw`thzbsQ8%iA>lQy3JBb1=TrR|12aZ>ss8}Fnh0xMzMa2 z2sd6Ji2W-C_Eo+~v- z<1EZ_Nb;&_^lktZvyeBg$$h5B-EN?JRXxU)4|Y^WzVx}#qr+z}ODJO9x5Zudb5-tc zlcK5GiR}i4-CF=T6jR61Nd!%ViblEF^6%NtIXtcdL$(n_ok;i|O0%Ng@IKhZStPlPJWjWMA=f z`qd?)D#3}s^fb`tyufU)twfcw;A$-On~O3h)2`-(gZNyH{cEFqJouXTw+msey7z}< zn;6f%adKHBFB!+Doktz%jzyL>A(ZqrD%VDnN%nnN+C661LeVGGZrm(UAz|xZF!q;U zyzN%CE~9+!!cHQOJ0kQIW80sIllGTHu+m9&OMmZ}pYI6e`PO_kEru5Yx>rXtM0Xc# zqlPW1mPGgBMw6|y(i1WufOarcD1iu?*Upj&@#rOH1N6w?Zm-wv6 zFsG2GS;!=eqaDX85Ehy>{nnp(9nGBY6~qiAibXqu4Sj3y+qKa4yRugLo>3=J-Q6Z| z5<$=8d5?Pe9>O2A$f}CQLC7d1pOtEK%WInyZvO!7cG17yjWV1^*E>;b*qfv2jeE9Q zCW#jn)$C5^lu)pCKhn9c#LtSBI=5!7w4E{=n4aVWd7B$1cLN8nD#h9AI&4;4GnMa{ z9JxZwzcW=@wwooyB712TbkBxJm&N}8QjT?BBv(iiOv&BE?J3}pW2ieC)%H6{;fzY_ zx!)#+x74ofViuZ=z3sG~5h|VIKBJvoX_KvnjV-xUdD*zF=T^WY%N=VOxl6L6H5bvN zffW!8fluKXtmxKs)Qm@|vqLsBmts2Nt9wt{1k?2Y0RA6&-x-DmTR0Vm26e28tS_}X z>;gk)Z^G~Rjxq&ebsbrFOm?fC_mK7W9#jl>vo{;@9KLe>O$#fM*c{J4O6iOgQOh|w zF|$u3jk!Lw#5o`gl4@wJnr7ieX2(HF*3u*Js_)AKrBO5zvCj&3s<~Wvhm}Zf^A9h4 z(RxHCD4)Jk{CvTowJRYDF^eD(lC+c9_`0*Fd)%IIUH*6=F zKrY3b9%SU!W!eJDxrFt4_?N8awC0{@BT@=_zA1 z@Ha511zeKEdDg;2nZ_RAk>ob7m~C&abm?KevT~C|atfY)mD~F-+ZNVzXl@cQ-Vuk% z>q60+HLGh7+@3Fe>F6U+aH6xaYPWC5st-X!z0~ec6tBOnSgg=r5M>zhsD5=FzI(L? zJgQzFS}ZnZK-#JMU8=5?q)RUr9E>h1;~1`K@nZRs zUNnwNGo0^M*7gl+ZX`J3Jc*!TbhKU--On@SR^gs&L6SfN8`rdwN|DA_OCdQd#Gg|_ z$s;yE*ika5!8p%BLliim2-;1!Qy_k|Eu6S;DXR%>@m6|1gL!<#t>I?_nWDy`-$6G} z_nK-*r-_Dmm#C_{UM~9pWFD2ZvF!BFLyMg85rCv%3eIY}bh>Tva-g9(IH^)rQ-efL z22iq`d5Y=(01I{2)U?ShCvH2NTnrPtspM;(rvtcKq>~^Hu7iz7pcQH9J%Aj)x z{c%o8(DAxwUb(o`A_by_3XX%FOQ-8mOhQ~MK`)byzO|dU_>F57+d(#;b^^LaWB_0@ zebMv5`c=if)uyGz!U%OdE{?n`hschV9WA4EP3f0&xGS9JHCud(Bup{Vr?-f~ZWW0j za>=UwPW~Hl#Vdsdvuo(l>1^ZOwS{5r6R6v*H3WycfcOxeF@t@}AFHqlJZS|ww}jfnt}x4l|h@Unuer`XUE zL-y@*Ec&d2+0AS|pqm6d9+3j@}R^^kzeJaziw<`=2I}wE$qkD5{-dVf4jx=h|!>4N2 zIx)IySyI-1Qk-Cl*R@A1qrCv@m$GVFq>`~LGlldOYuV1u&wV123C}@Z?52S(sc;Sm zKzBHk^NGo`tL z;q7Md5_TkY6=5CITV2I+nB$4~z3A@SX+k-T#6t|He08eG2%ZeLGq(P9*9ls)hEd|q zg>5L6V{~3HKmeThd3|V`tC-;K!^p9?$Oz+}If0KozLiVa`2_u)i)_fO%bcC@)AJun zHI{dfcake3w){M@P5{TgD|2-9VHU46*L-p=V_)Hy05Bx(Klk;*F1$sQ!KyCWQzIRdLCRx`#NDOpo-$P#*f^$c-G6k$L}wmXu_ ze=6plB({y<+_YWU%QyCfZ9AhXw->Hz)_L<6JmRsMTsM>47c#O!4sb_5uJwCybg{&E zpJC3js%1SDn*8o0h#=y3kyTgECb;&qc=sBMw9S@wEXS5ftw(LO@9hiEvD&`G;N!@1 ztYpBOr!Be81#Jk{&MdOFL*2BJ=QswmJ)E*ZAe2blX}X;9HBxQLC?xOH3cT$2a~l*G z0AQcmw6i{n%}_I3J2putB%ZV)KMqyL5}uWBsaijJM>0=JJF|U}xz(o!fUH^F$f<6- zDM8Di9X7?=NxCpNF|vYH&=LxgM+xRWTF}buDd4{zM8OGHv=f$ zhg0iVIdr$MzLpsm2Z4(D912m$q*U>^qdg9xCB4*afeg-b2p{YlLe@8l~5)q*X)<4IXkh06g0udh)Bp zc$v6!l|z&2Yb9qniGwM}2&?YMlY6aN+qv*}f#miZ{>>elK7p4&XJ$O`6i zayz319hCNfNo4Rg`%^UEykb+!rAMY*BHurL;UmuoB+^PzbybqpizsXs9I;uN-pg5F z42Qh(t~J^lCDXN8?eT?*Q^D%I{{TZ>ervEra$ks(5ACUU--$Q*8rKuqhmfu#{vW@0 zCCnh~8zQ&X%nV@ju6fuqo4LpH0Be0{xJ}Jl?BWXJ_QeURF#8Q3NjeIi`?| z-P<9NTooyd=V}-&vxd*bCZ!_BzZ0Bet!#TYqe@j;NP>@EW~(lAwbT1dv8l)pfHBg# z9-Rmfub`zVXz0g}dnMECl@&lykyn~?7@Qs)`c+EU&u|Y7>4(dKYB46Sr^~`_A-In_ z<#1~{zh?JdjU~wA9Iz^`I66PqHS5e*~DVfvdzXr^Tsn*8eKC9?QIbDe?^X7?pIzi zz+j$Lxwg_HOCuV_2w}L!)DL8>V~)nu<723)o zP;Sxrdsar`(e23M1RUUxD*6ZP=u79{m0~+-*_iG#Gzr36X2(O&)nC|33$$~gkcE85 zDyzE8LC*ZMR?)=K%F#+N$k;jhRc^T-cLVg_6i2cp(NPqnNyK^QHG5?$%MK6bYda8U zkSdIm&{of~ot>KPM1bNU{p81x{{Ra4pIX_pj(Ek%=&XAunY;mr^Ti)&rb%XxBOweI zCp|qYqiLEYwV;oJA>Ob(+MUStHSK#ui7m)g`~3Y)XU@(38aV{iZ3;nr(Zsw=GUNQb>R!%ib`#v(rl8Vh+y_Y2fD#T{?dOWMB}NlmLw+1zLt}e5 znWK$a6bB&j6P})xy*FAt%u_>us6`SKI3vV(x_|FkS?u)5jl5bEH$Ce{z4v$k9DQ+) zp7m}!IcF8AYpJCNhb4mm1!pR|F?(e^`W&+}KA$ufQDH}aW6ya4QF+0_SH2YBZ@eT4 z6)J18n^OeSyP_df%M-)t?Nz#4X86c=;RgnqR5haVdqs-Hcn7BySHW!Z%&MUAIohnE zl*?$bgOmGKgRs4vms7qIuqzCH5Z-=+`qfF&Dlz2feu>$sE@E4IL}Q=tWg{OU{cB5Q z*n3-a23*KM<;YgoOVc8@fn$gPk18hO)GB8c&f8~XVv&Zp&~4*S1WLH{tnX=bp9grW zovWi>6#y;trKS5O1j zmzs_7KiT#oH0dPG`%s0oSfvYh1Wt#WMsP>Uois(GC)-^($!yG{dgZsVJaZ6s!LIjv zYPS&;b;u&QS8sI4?5+zS#{9hNNJ{i$l0MAT%uSdoM%?Rn@N((hE-l#jM&hV+F3ZcP z=n`MM@I}JRy-wWf^WhbY(P|fR0;Um#-jAlh1qKod2ol655J8;Cra{$*G?VPOI?5@W=I}dv7w+on9bR!kR`(D`9 z<^bo!Yt8XL>K$3SD&z4#xvd4e53-oaZ5$0tsEXcE*@{SXuCC`z2(ZW9M1wDBh>o}8BkWr%>%NNYL}}7D}XnV@sPFE zw2sZgrrNA=rT`!BHE-D7&qJl@z^r~LHzyrBRfXzfBb8y3XzYSW$?8@hlYz>xeWI}M z9!T&r&>lv*jod+jtgmRS1H$AX;vGd}7ff@FoS~WRWGLVPov~7P+&2(Rq#Q6|zvWSO zrDTHTvziLha^r_SqPrH+#PrVIbo(7z*3S9uVv<D>1+~$Q7B@r_!Jc z4x@JpOzK!89mw)MqicnD5O|7$2e11TQF0sYP7gjafy=FEI}oOR(^??vK_5d} z^%I&Zr|Ayzosae&no5d95bwYC0)(-CAuL&8N45Ih|xwZZb~@JllkB zK=kvVEH$l1Qna_4<_J*SMqHv3nD^Km`SYz}*>~VRc09qMuB?^#Lq5LdyhTc$=p&%CWnVqf~-zwfm?g398$0rf?-eky`6UhFdj~85P5B z2(D?_O?v+TQnHdgQq;T=$=$8T0bVx7NWmP(FDln)YxaI45yX7)o>j9+X`x2i(QR-B z2?D7v)ktlq>+Mn)Q1^!e%vA-}xu?677bvad+g5HZ^jeZ#nV!{KtdPmXHX^Vw6AZ4Q zh&cT#d)mviHm%*TVT|M&<`;KPvWXO*y;|W%Hg>Gub|z1>!EtO^mjo~)9EskqY}31+ zy28lCNdTPifH~v+Ya!TM$%WxI&%n(P&zZ-e=UVuP`%}iLBz_UbbFdi)3Vk|ax{#sJ zDUIUPrwr;*n3ZVTAZ|#~#|7Z%6XqrGk^qC{>b z3B*{S!2siLTFFn_0TPJT(h?Q2c*aQ?++&cd8(!AiYaQLJZJ9ZDVG87PIrHDBrF#;R zlQn7*YcvvX!bwowKi+CvM_1G15~}fY1Rh(}Y)mAx0H8c7NDO}N!yly+rrJewZz1t1 zM<4)5@beXpZjGY$NqKb@xXyPxlyj_SZMBP~wRoW=7_Si>ahldOq-h~+XM}S#j@Rs^ zzPY+EuM~j?0P_{k4#~>eMmw{}X1tZ;b<_WQfLngY;s zE5(9Gp7fid;~q@Vb|bS=c7|~62}@M_@)6I_de=@}CfiT65Zc5M2G|td&R$zu*~f2h z2Xc{&1oESAbxT!G<6u@&c6CK@GuQAEqyd`6cFxHKnV2t$PBJ}fYj>-`BbB$extIJ) z5y#fEy{jGek9EZik(FK{#mLmCv{agEjyfua{8qB+?ffk>#DF#9&P^s4l9M+#L{Z-80J{x=~oaTM=_2rb$!_z znBcz?cYsL8g%tJcR6yp`FZi=ou$?S+bRs0Fs-?+sFn z8szf=v}txYH)`aaiR}uyELRKz<9}aT-a~S;!~kp`Fv)P0Els1M)Az|@<_+lw8XaA$>cvp?_eDN z0BJZKW3G#6OC@t}hxz`~Vn33)UX-EbSlo~p<07s0a#gX%A&;1%G?wAiQ>h?@r`_r1 z+;K)ruTzQ?KXo)R^6uOd?a0*HXr!Dbtf2UdrWo}V)B!A3a2R8fw=b4+SGpu?acDiN z*S4B)pGA2i!BV0*I-V1P56J$tN!iIek=?P+3B_mHJ5_Sg7OAFB;zhciFv!7pTZ9H9 z!gliVpmaSx{?6UTp?34m(vIzW{__dLgOYdL@9A6XSRuJwI)=|fNpWFmW{oPMDIIE* z=}GCW$A_rw&84DE|&PX`l7~AJsn1a2tnD+;n^PzOO z{Z_EMbQFijxn%3IVG2)s`e7e^} zytj(o4+?=;onAqE+IvfNUN-=cy-s|+cC8egota7sC^JfjNrQqPw1}k(g$8UA2c>E( zqBq-x6jGT~1QIWVlRd;X46sZwlNI5%TRW>NZvzloY z4+#U_s;=X`x<)4E93MFLG+pA!acb!a0s2-`{{SuOsjSI*x9lNe?2z$3RJJe=LI**P zw4xG5YqUCKmb%k4+yQ6YmGj5?R%^A&4U0~nb=`6AjMls2T1{^He3CaX;jz?=RzB%| z+hc2H`30_mpJG4Otr*V1`z@o6`a7*kIab-X2ZZ6h&y{uU65c88(7k;yoQYCTXBY#H(fI#z1`08rC(P79fBT3$A6FhwK6GIwGI zanr3#c55d?HJgiDo2y`#UDC02l0_Ne7|8i&YNcfm&kLR~T18GiUKZ#6{VPSRU0Q3p zLr-f6Sx^VyDZuNta7VQRdt`3AHw@PD0ZLCEVh000Z$f#J1 zD{t1WHSWz8)EOTFoROD5AYkKovy}ULtO$rh_;l;vm zHX!xS&Eu5Bc8ql+Btmkl}FS&j(NoHU_G9Pm!{ z+I2<5QbtDjs{X_1Q9Q=^<4z#hQrz%*(~S6|IYW~yyDO(fpj^dcY8YGG24&)IA{c(v zsvL$zW#_sU{jRdKb_B-}=jwmc^Q~-P9%8Q@*32^`r=j-Agg&N)?f#r6?7fx9kBOqV z1hD8R_|ypf&0m`Y)H^89$TAM%wOyH`m9ps;YK?yhmRWfyQq0HDQt3B6nbl@ruscO@ z%~XyOMsbnnxWyl+=%f2ZE|9pAF~Tv@hSGa6X{X5~w$aFqD)71EKX*J>1E9|M6^53M z%6^OeIe4494Z70a_b?+*GOKX)Jt%!0o9(YfykdSR+;~r&PemBM*7k>9vF_hZ5wc2! zl_QV5Amjj~j$3b&wHu^rnv~LacaaH4{;DYe{HsEmYDJy_!|hW=YO$`v6y()t6hLJ~ z5rR3I#CFF>k5Ru!q{s|;irs1lgnar{CGERhUdGX{8;!snY7=NAmqcx(CXLwnt%P7l z93%`K+lz1Bv%e0seL}|a=IY`z4YaM4jm}B+tzN#;%W7eia6FEnBAu`|qAkbpRCx-l zT^RWlq!6cZQb+f|&sw3^dsU@qai6wauX~N6UD(!7Px!4HU$MBfV{RM6z{86lI_Rw& z$6SPFbpHS_t1b^p<>~Q*K#EjhZKyv9$-*f8=+FNE96LY%0P_7$=%3b;Oe~)5_$}ma zfl00j+F5w@X~_O+?z+SGdSu7^2DmP|bEry3GUmMR34ZM9%tZujk%^AV#EL2#ppfG` z;EI9U{{V-?okJ5|bpR^kb6$~wXQ8`XULeTHI2rS<@!2aI3rh%tPaBY-d?%Ot=Uk7m zO`_@7kv_B~C{c>{XjrlNc~?f#*Gs#KJB=n%(H{^Sj8x5?7?mAD-%+*@kT4Vtw%-*| ztZKG_NpArhjaKQhG?8$tWPw6oBF#P=WQxho&6I0s6Hx6y)yPqkX9+X6x9(EioX+C)tKqB-PY$zvTn>yZ2;)J>mhV^SHCSlt*X z$@3e0tEy_6gi+xo?;_$E{wfv7qaxj%7+uDLFE1@-)4;akSs3gapVFb$q6=*!91V_W zD+h!7N#s%*F@gqiDx2aDYM`;x<%TB)X#ol|%ROoy`W&4toU>4o8vb&h%*Q`Ex%hD0 zJ*KmjwhJmL`GZ;eWiFyd2Qm_B^Rdw~Y6~)-3NlDfvvaN9k;w=99Y0d+<))#kTk1S= z#d84#T?oM*L>jT}12^^}EM6i?=i4;z`FIA4OJtFFW!wRbS2eS)ip?_UWFcT5$eO(S zR$v33IaL+)gF`yXig-}u@YJ#1_eFTf!5IdNE-Z>hl5JK(?Szj56*juB8b%{!EW;xk z)N;iY)TUB#k&NdR3A7vsyq%cxQg*i;Eyc|(%=UWxciMdI6~(-vV54z;}aTXt`xyqZX&Sqy}k5MarXoSvO} zVzrw6PDn|)oij{a#sH`47D^X!%use0eb0sV@-;Qyq26T1rT9j0E1e^;6;Gze329{j z^Wjs})ad^JWYabtCu&p=<@cL&uh*-cr5KejkYp2-TDIoBD~*%Htu3iAIpoSV z`HH!+yt$VPbHTSR3Nqs3xq}I~9V;%nHLL95{i5uKt7SPY5tV@Clxt99rj|_Ivu74Iust(b1eQ&^N$~2h4V7SQgtrXw08Dd_F{Rdo+Qq!HG zIdA}E;`@M|_WI+~+O_&f;Jdku_)A2M!{h-Y<+dx9_Iei6yH_LuiYr9h4x|kJ)zv#C z6t|*#_D%?7MT#N(z#NlRl1qtL`V#yFjj>tbZc|Z5RVR!UI2o;Gp=9K2rxj0kYQqF6 z1x|7+l{zYF&k&@ER#(#yFIN@4aO;KF>1^JVu3Nx>Jx;jer<9`JZ~f?WU(X zK(}+3nc_g8G3Sn7oeycMM`=EproGzg5)KkB7AB9mANqK0&pvh0+O%a9lco=A@cp7> zmQ%#J-yLf~r)amfn)K4ebYaslS~OV+&x8eD408>VTRV!{>9I#OvZ(-qIZ-D?w1oG} zId6h?tkmDLqvMaFw?$bbyNM^rE;C82mPT#`Q-h4L#`IpE>n-C;AK}j8pJ=gNw9v{% z9<#GU8v4Gt-Jq9E?&3%zS8+LwxJrcuPZumPBw%haQQS#$sA<=0EM+)jV0?-6t%SM+ zhzReL$Iuntg1feg-r3c0f}|f>sWs^l7{6@dcN%n;GaGcyOnv9jZ%b_np4QNTyeq?> znLoX3rqiu#wA<_Zm+r#{NDecRj$c~NXfcT+k|WKQwu?EZ8ritfA2xBbZ?-DZbnhpO zfCdyArtJRqpc9Y=)pncQuNNS+BL+dQt~7alv0QTc--lWRY#0U~rFL%AvW*r(HXN&$ z-dd|3@Q)HU0rcxv5cFnDWmu*tg@ePyHp%Bx_aMrk@+bGHkpe(L=%;$546K6f?QRl8 zJ}BEGf6BU+iGOe`A-lD1`rbtc2b$L;p1OC#Nk8}{yfS^s6p`);&1aEl*9+ONu-7nD z%@nKaz(}izyF_F_miE%h-7vTxQ&rYh#wjolg!1WD(7~|su6s!9R$#s<-`*IYf>{+> zW5m&?B~j*j)&_Ci@i8BVKU&v(Q*-^aShwAUa6E}8_N;cLCj>3(arCZ;baLc(BHOT+ zsc)&C^B7@|YU#F*l?;bISgtRjOn%V79%8yLVD$-ShE=$@;Ybb-7X2wpTQb{vIzE#+ zUO;W<13i5G>c3Re+SHJ8@wXgc8qw}ym4A~}i=6U4c{hK&iOfb%y?_Ql1KyEk`$UmiHxT1sPq6<0VxiPxSJrMzN>_j) z0iKv7{&fbbnh(<4Ni2$XE5FK%?;wy2%8Ci$QriYTL(YNIEx3!v6Eg69y zG?xLpu^2m+tps|d>_kg{I>y9gLW4M{YmV6AD^!i9r)n;2U0y;F0cQ0Axt_79nbgL? z)dOKdo=g2rYAkz1_jt2)Rf=fOc_AUZ2P3B=@5+MIJ0Wuw&UC}}t9CvR?S@Z7{cAjz zDE_9{>i+;@lSYEx7^E|&c`@M$A^ae8_1kLQ_7=s~)@#WD{w@_i$~ygOvrX)@h!yn) zMM3`nEe><;YgcKgTUx>0hCl$o0P?Kx8pANf3qF?O$nE+uRXbI{M-ckD3WS8o2 zIWAOghh`)GKY89tCjnnA%nm}Ni?h+&TZDom6lhBY;wN*={Od=j5YY_pkHG*<5IS~c7##W>o&=E^<|w-`x^{^i z@-dDGw`1v!bzRzqDQ@mLf!4CxhPABrn?%%t$M#!0NfJ2%xC&US9%s*ol{E)0j9k=R zuy{L5{jJ;7xm<|MoCq`cK)|la1BQuPJjHy=qujl{{Bk3eWqgJmE2r4@k5F55AKDi? z59SBL$uqIRNTA|>4BSlDMQ27fB-ot%*+(cpNP zGP2|lXmN3L!ZK1Z+ReY&HHo6;3F03*hGYUGk1Dq9?Ycp64ccTgo)_MzWx3*nj;656 zs#bU6cM=T@87|*|7T;hx(GMdOrwEi>@pR2+VFqSX%!cpYn+ zd_Y-mIAVnhu{a7k)g+&0Qf&zbZ(jcZT@v4K*%3AsXW( zV`4^Vk7gNbpf1S+9uGDI+WoFv4jsVrHB*sTxW+%S1ipK2%;=I#@)IP3e4YJ=&bcn9e>S6j^Gd{) zB=e*DU94Sd_k2<@5d(!lb^@#39vh?^ebM?=LN&H?_LCs5X z9159GwCvSnq)=%#V$KrtF=usU6XgCAT;`fwfgy-w0)vIhB*TeimW49!JlW6QkWN#kN7o z>qFc@BpRpNA={9Bvw_!czSYYby`F;KLBho)RJ*j1LlRCw$Ubx=v0O;yE*ThcXNYsD zH3>BJ9pFZWM%=Zeya4;D8ycyC>h|LAy0tyzW1CCNe8p3X9{!ECn<(x9IOSBGtG!Em zcO#!c=Syt!TR=>N51n9pajnC3soPl3cDC@zGK-0eW4cc>>E}u-mW=XGin4>^2BQ_- zoLYUPt0KcG?;SZa_1~xlvlF0&ySVd!#1COn-d!cets#V{h|0{N3u6SFV~c!a&w6{@ zFL+CDfIzOKsT>YmorURXEH>+P2s}wY5IE!l?rU}Zp{_2mZ4JD)64}gQJZ3cRz(3yc zoMlMc7_2ppq$03_B^W9s2OV==yR$k>cRD?kyZE3+IsX7Cr8beS81k_!k=qOp5(nWA zjByTziqs&KO0h3h&h<6>M`&Y(aG`fT^taa|jwwOqv95M@BNsi+xSgv@Z18D9LS9u0 z6vx5KByn-^e5%7vww`#NTbWCuWGO3xewCw_Oo~=6tBmhL>ZNTg*-!z2%7;7E2|~AL zJ-qDPm)ex~*6tCY1_(Amb)ms82NFuo+)SV| zoa{|oUD+58ROLTPxy8|%Q~@ss0T>h<(IXG;)cmODgtP1@i+wqz97J%YcVoy_9BiYF z{7F$eJ-8w~u><{mDelJn<`!Nq5LAl5_7hu8Pfmz4j{OGC9Z+_HY%f2va+6y*7{oP~(aG61E;n$t?nDY_lU3-qkNXs;GHB{{%QNi|_L%gGQVaO7`TABg(W zT3P*$CkAP@I6Q?^c4IkGGJ1}p*HD4>se7pymXC;#4?JS0(BHbcLOBtGpK8xCuY9Bd zlG(_sizX{3SMc(!Iyv^yw$S9@iyxg`#^t8S^4_!hG4B-PkWp8bXNpgi2*N{qTP8F{ zAIwMVSV=J=%An`h%C=p%CLIll<+Wfet_f$!CyOolRFRiAvd%Aq{=plk(grMS6RVNzI%=^90;(=?kN4F3QG;k}PKkFy#aQJ{5P zw1e*+d)9*D6c&-MP7zs3R&NM#*`m^%Tw9}z9E!3BhBN3YtFbW`f#Gs|8;to?z35mJ zf^ts4RxKN+qmTSfxDDC@x&B;_Kr11uOT`$+J|mjH_>C|B0M*xHj5t>VBbOmrOUXE! z8QV3{6{C|Q*(RAGj$qudYj4>JU9O~xGB_l|zIx-8VJ-Gt*7vcocX7cloq64*01gJ^r7$BuFcPU#E6+vFb>O{Z%}pyXvLhxpE3q2LFhVuwP7{6wYZLV0pl`; zlzIXP{XUtgNm=F3^^-!F`_?GjZ5(3@!aARCO0T}PU$rz$2n9oo`{4f7e-vUQ3WTw5 z5pOfp)kkaMky0t4eg@*;CmHAdxTQ#oE1yY(c!(LQy;9^`jtGWZ9EVD9H;*19x!cik zP@7z-=5x%RW~R~`wqmvI22EyO{iR_r1i(|_;sI~1lTx*xE@%Mol zLGcmzM$~U*tYNgim7yh901`)9eEJlP+UC|I)Fd{6bM{2e9r1uqLqwwCCYi1&@`98{ z@c#f{c6nALJ@f2?o?W?BUa5N)jiVGT#8H0n=Ete|n!eYS4WPKVP|`!g5)MZ=+O+o8*oPSADw|Z$W4fJKIZSLo8OZXiRPF5P zNi7R)EwY|DC08Ki7JSsg{s|@i1EV)06xCdsQk&Gbg+Ux7oQ{=hmJve$94ZQR#wqBx zRiT##R$b2BYbV+!Y3BPpJF(_ZFH>3z%ZaCuTUnz^E1W8?Gya~m&407+rS>-d=&*a4 z6AvQpH#iEv;mS~+cn`L@pbdRpz-AurfBqwS%WMQGpU*K z_#|;1_dioz3qqXWTg=`tC@#%t(88VcjwG0jWO7mDDt%T171w(K0f6V6Vza>+C2~4) zaeu@+P~k>ok^DzxP-tt0x3sffILxw@*;O*l@~TU#^8}-bnroN)sw(0v=^A(1Z=GLK zx=^VZAxtfj0SEa&=g{ZUx(w?_Dfoo$y3}bW4;BF`yq7&aYJ;-t7ye{|ONJ{9EM;tY z52aZ4>Sj9Ymt|+-$zjNzBfV!DcecGU!a!tfjEwc_D^EurO-TAPOuBZ67}soU2bBw{ zYLVNy`$-B3+lsUQ01SIk7O|(SGP1>Y0O4gDWOO35ousmlQMEWwB<2e92hO?Pp3b;R z;tyec3r-q48<~OrNX=TG?IxRs-%6EoGC0T^V>Mr+cAD!>Q4xqUF4<#`+K<&cN2%Wh zP$EpIU*SoUw%g)_k*5iLf5;u(-l5*b1lD{#>D%~&AbI1;tl+hDw;kgaKD0iKX6oi^ zrY|FPZi0){u9gUyi2wmo-Mtd@Vm>EcEvA(yQaFz)VQ3j1nwtF^JdkefN1gk=8!cHVx~%8M0X+=%N(>GR=E zPI7rx^MYu?GHIVfcISq8BSkzx##D;LT^SMsjhqYsdK!bUous(D)b#B(`a>d#0Ev%3 zV_J^gY3iDs(_5ejamK6A`PU9udOZ&xBIxH)T+KD%k5sst0mzsm;}vTxnpBW+OE#@_ zFAEO#O@@CC!<9>jJHT%@w8 zw6*4BlkYJ900{oI&~!e>Vqtl!IFep#68+TvrnD@3v4xD}R?&lJH1c{y28-F4G;KO7 zcuP;*t^-TC_r-Jn0FJt0n?&z|WT4JRp{}tjO4%dB>0JBb?d`leB#=ug2_*y~vF34G z#TYhx(J$hTxIe$>L&h7qn){?d51VyR|5wA2D9-Cu%Nro25yB ziZRMHJhRrQ44ys^cU-kY6s6>O81w|@wBn5UK7&zXx=t0x8KsUs`e69v0^*t3(cVbX zHp({r=)EZ6UPoMv@qW3gBxKA4aBrS1w)d@1VjweLgkD$~$Chg#kKQGwHva(Lx*x+k za9T+%vR{;7NFS7cbwzF>*k*Z9w-9|Vpu1?t< zBX2)Sk5{#yPq=7qP@@l_9%Ig{E*WEcGsT)Y7K#h6wAraJPI!EqddK#Yw%V1Oh$48n z&ojfER*$ro{mdjT?%OEyHAV3cvs!JoiDjr+U5A!W1gOjl7shyi{$8G&Q^y2sa=^aeUzBP&%5_!0`n0t+&G~P}7M| zJ=g2M>?;&^Vk@KkH@D!^;FoV3AIQ|t_?lu@BY6~UV>;ZR%q%e~kHUYNv^LSja}aPr z$f0bbSs($ixa(1Uo@+-xW_}gU=y_Ki?`L{J7n*E2J_Y%T0KL7AOERDvo|Prt&Fdi^ z1@+Erocu{^(P+d=AyfC5Y`(PD?C6=v#aL%?7sEL@9$;3xq0Vu z&c`I0VHtD8Y9cqTs6j`gf^%|v39=zvvFHh^MU89 zoB)1el_UqvJ-U8A(axhD7RJ??l;%_OtNzp;F45e7pQTWN{BNB}lMT`DZZwFQAlyjxgWJfs7EZ3_qXgHh=h&^$pMMv zJ!>b|XH%1CrPlSSB%AEk9wxzNeuxKJueRSRyhgAA8gjEPQw;tA%FvMy>ZKl+TvdDuLO9)FF*$`dVRK~eWy5k zIp&4`0K)t~m0!kS+0^@Z8~*?=%3I47%xtbWSb}qf#UDRybsPOLtaT0vxQ5aJhWYfW z2qhtpoiv&&Rii<1E-j#Lyaj(Ms9YP^^URtucK-l?i~NIsoeyNa?y&+l^Wf0Nj*+8% zsM^LMP<9wKV`Znx@-ew@x^s_uC$n$}H28xIkT7b_MGr7B0tg2nE=f=_cB~oFkY{$HHXf3l{D@fv#wo03oQP#RvhY*Trl}5=A z57!^kx#pJ#eSZ{v3kvEwY-0t$*^WoIN|~OQ8YMNOzsZS0#RIn%0dX$bf^iV2s zxdSJ2%X%R#K>NfX_1x65$V;4T4)_}iZ$6dj;_x81Cuf15^4VK)f}v43d^YQY)!Usp z!a}(uyMdC;(vUe&aY0>3&p3={?(uu>f2DOz#|$kahYTm>W=c=8&q%nzlZ(Xt;Vsu< z1}b))k9jnuk_fZF$8IL7SgtMrXyb-vE_^4K>sDgoQEHLhT85B5LYW5$^3PIh#FOVH z+4azhgj8ebg7@tg;53X30|k_A;Tw_fPvdE4MpscD11c|(8)k&NxVaFQc~u7GqXQVL z4$fHv3@s=;F+#cZVl(*zio8xSZc_Afd2yW5gdJH^+I=D$*kh7JJWx21TO6uA79zwe z4aHb$a$K1Sjd-GLjB#(z6wbv&HJOQk@FFo1G5jPP5${);Pbci-MjkXHg*d6%e`RaM z9}H`gj)OEk-jR3%GTO*SIpVe!vBzy1#U9GPpRFy;%ogd#G>D7*%y286K_hpY=;Ft; zcA9Rpa}~?t;E@u?jsF1IIID!yHCF_aSmlrXv z!1CN5&a|DIm-xa%GWoxF~ zX*Q@PxR3x(;fRBfeeyY0t~iK^?ZZh7(F5F^c({5R;hnLvxU$uzhUbesM6)+t`TXdI zdmQ0P(VQ`~vNMsnIr`Ds9*KFa>z4XwRszGIfEM>L(g3)1xqojT<%Y~(S@hair=htj(5WBYS$ty`i_!Yh@)bSIy+afIbY zXq-{&HpNL9kPW3|9O`}1oYB5@z1{v}dm({PO)MW0Eo({B7(x#B{Tsb8A(NO8>3`Bv@ z&?zI9d`w{+mez~-RI&Fpi9e-lz9UK{*XIgytFWw@Q-fVGRE|84V`2N_ezmdEkNh%q z=UC`QT;rh4Y5OfPxsh#Eg0_D1a$46MlwGqK#mQ*4G3~j)Jo7|bDlZN<6=$hw31b>J z8r;c@gj2Bjb*St#oBc_6l>&_Y<~SA8^1-XKo#K_%64=~H4AIMPBS$1`85vIMMe$|@ofxL`x$}#u7YnIP%C6n+=jwL+DD!A-~w=wJX?`in{&*8g!2Z^9%IJ z`!P}C9$?mH`qo=3mxkgtjnv?VsbHE&WD-FuMI!F5j6oG9rFC_wN#5Sd)5-kjnXHN{ zk2>~g#x@k327nxQ+LUs~&Zdga;#_xdyL_qB*vkVd$UJSyLCLD7D+aA+!_LqRHt<_q zHX)I=Ipk|S7MFJ+AVgOm%xL{DNaMRmToWN9K0=N<*yAdCJC2`pjspS+BAcq|@mf`aKv+?4X9x#y z=Kx_vG6LQ7spe^tw+|5c3hRoba5rwq+GF4I&PFP3@Q4W=d^w*;Y@(MBO{>y0C}pR9<@&t z3D1Eu^{vlm5u&h-l#pA+ka}jZ(FHdWykB=^O5SPFi0$J}K~N9Mx4|8=EYkf^Wo>zL z3H}`Nud^C;{lwStqFl=7faOT%%M}EBRD-Q_{BeGcZ<1YDF|!~88=Q^v$kwvQwi-?T ziuPTsxrQ5?RoZ8KGmkKTo6L2r>mC&();#tvTGwynxsgSkyo_Bt9G2m zv(!5m8bAa#sbd%$JdQZNN-KlpjCwlSZ?lcHgs^~RQ<89_si+%nG!fqg?Ib%zd`Am#UuvPvNv~5r@X(JAybXJwI!I3b^v<{r7IN_YCL;# z&3!TOPfN16_-Up6swfS{B80`c~52WM<#IEe&cAHZ?>SEB6Aqw#l-GZj3zurXFB69XWRaZ4T)l8y%u!LBWv zDK+c}=z4qrG;k>+e;j#_cX! zsI8hf@H@E(W;+t6iyxg_H6>(D+BhDmYZbgp!r6BxAoBvN#C5Li!rER{HwV;Mj#J?8mQ%*)t-`x6}JX&jUs zj+9l)@LQw^+X2Mh^uUEldAPlDYe(5z!)d7mE#Z@wzH&d`tvBJkR@3V;M|s`wG+>VK z?T|t1U6S+R=V!Hu1KPZH*FXZYK*OJ^@--5YT4hI0%9Cd;>m|**gqIxof?^99bjF69SEJio1h{FpQ0v1PIRtG)lVri9Z>(et0XzE8`lbD?q|14E zGRFnK8mVvQ#{TD}V6Q$SENk8AcC1*8caxr8z<*k*`!=JkH`_JsN-GOc30ApmGmqtt zF}Ww?J!)1L?9u0n==W|rN&UTcJD|&N5j;8O-nEyQ@Q;5wwbdoE8hxBLkUGp1wDUhV zB=|t|0;%qa&IdkKNmhuIn_E3%15R>C9ElYByM@3c4iU6*jzX7Di;um=JQ1@Wl?N_f z@i)qou&rW@WEXC%%w(HsCvu+x_KXo>|RhE!BY7;}tIx`GNARX!d`_i#1Q$ z2oXFPW7e^s5qn)E+Ig@=C?y^t)U7`1;KLg>asaM*tKGfb^SiNZpURwLvzy6;F+*Lj zDGqXJi}{LHI5gysFthJko>f_E*=UT~#8?@?B-c%~Odwjo{6B|}P?AHB3IX*s(Be!C z`c`u6_dg#B#bkHns8NzPs9{p)(xtxP5r%x>dDK?d5wQLl85Jj>6@a@FsmuPtmHscqCp+xF)-@*X1a@*S+Eju-+@hbvMM8Tw1n@Mo$t}&pr-n(K zkPnz0DSI`hLu+K&21#TYl1KZ}6VE=CVWmmJt!(6$gyD15dVW=nY|^i6r)9)%Z7d)t zP_F~>$EWqGfLBAYxcfgZ6GSEGak8JE*0%SSaNa|SHf8&cIjR2ueJeSAY?4aWmz*K7 zvtwoyzl%B-9E<6h3!d4=HJe+BiAd*lhBC(s!hF2)$28B2J)i#3(Hi>M0hTr5Y;!Bu z=~-`!J&(P$nJ=v#NiAYd6+m;`jOTA5n%{gk)<5${V&i+L*h+z*mm_9n*q@yb(?vm5 z#hlmSS7jGk)!pwAj5f+0hDgaRj&;<}W-Q>nf;%|f3X;y|LP8HbdDPvF(csce&AbW~ z%I}{pBaD4(+K#Ba5-$>v&j(yHQELT45 zMzJQNsIv_44-80o0sU)Xt!uW=qe*XM;ho0`3Z!taUF$2OXp`!fYamP_9F}3uw!;{t zX^e$vEWNw7rywe{NgkZnF)~v867J zym<1+k=69;Fwlf?xT`xWeh1;E*c4?$o)U4+t-i$h45}Fa0EE{!7WzG0_#7U(A$YlC zl?SO26}cN=inTV<5snrWlS~l($tbgtcCJ;QRJnEJT;uCh zk`28o`?NZFvU3}fNDGpBoNj84TmiQuT?pZtY3v|MxBU%G668Au-fRZStm zH2pqfZFg@vedy!|^Q9%B=Tx6DBUc#U7 z`4UY>P~(WBEw)0Djk~}N6R6xBN?NF78OL?H~M;Xau!Z-Pl zPtLc5=;h0cS4QVW?$ARVr}(@K>IXb$eZ4B9wqF#xKiOi@nSR-LyNGR=I}h_7L)x%k z8{xQ~{?YV#ZrbO&Fg!N=UvvORFEUQvm6Xta7wXrpvTE`!oewfG$07N0A2VCjS7$!Y zr~5yw+3VUhwxy>^vfJFCbYc1*QOb&D!N4`nJ{!Sp*y}T=TFEq)Zsps(ej*t2Bg@nZ z=z>Lb1sQPMt1*$!GD8%TOCXLo)U&bJ06N#rKN~(F%i4`itZbd5)2+`6jQ#V}n(m#u znXWYXwA*<&Op&s=9%OA_CTj6C7xKp3!*Bc6vC_X}y}ATro?BBo?@s1$E7auejhncHtRxI^Hc!^8AOh;} z&dN`a&nlWx-LoXQDan`jsC12{BRLt^*2`vfMZ`!4jAUn+s1BlR^)!|hMr0t6YIl$< zM~@?feQKgF<2%krGq<%my$L;?bFtc@YZit@LmMk_kWOnx_7TbifMLht8ydv?G0`tq zMVnr>VJ)Ih+}*;cOp%}fi5JWa?mV}yogSNVw&^;knh6v#O%dWo2d-;}E*A-C^s!}9 zioVL2V7O6$=-BFV4J4~{1~QxbnzJ$EaZofRn=IQ_HqB_S7NKz?lJDkvRX=N?52Rcx zawv0JIl#_8O3!wLoBOoV?Z*)#yqu51fb#bz_n|9f%c?lN#+2~gNMkw4Cwd0%(qwG1 z9v?dI8fRd%jcx{s?QT-^0>X5ig8bK&bH3VWR~ipV-%YRAjVpPn2HF z11S=nxlwkh{15>9>^Q$_v7b(kW+8B`)PqIo)-WTgJLSRR3yys=@~6R~c_uSdD5%QZ zkySvd=wp&qc@Sjs8}b6IdqElEeY{Ng01BJzX2(u!E=U<>$68T~VC0bA&%$msNFe~S zM%;1{>Hf96v_@1_U~&a!`vYjpYc14^yr;r_D^(wrc43DYoY|#pc;|vmJ$>l`!)G+& zGqC{H#w5^2(@Pv^rOPlJBdu<1w8Pz&y;b7oarak#S@IQ>?1l!t0B}n9usv{bT@fQ| zrNWS;G2fV9>TAmLCHqm|xp=sb$oP$iTaUXuv$#TR%-t8)B@=UP6**-fqXhU-ze;w^I{IXwU@RDMCeRYTgg zI-hIxOP(GmboiKt=mPjx{rcAM)gv}wr-_h<=)~jK712Hc_Kr;-w9jrN#CM7p2a$2Q z{dXTqs_my|pG?s7S!7lW_Q9n%{6vy}U&^TaE|RXlZ5$H|d7beThmdi)=jH(U*1D1f zrhScNdbcnviWGt>ZukNB1!O)Q>yhgkWKZ`c#wCoM(Z zZrw5HeD=jsv@T(3&g-0H^)=fbj7Hn2B)f85=_F!uN#{tXZXca7&iJYkrTBkjw>rE+ zY=n?FQUN|7GmX77UDHAAy@k!HGPEuN4k8?>6~;at&n$i1(5_95-QFeXy<+-jzsQ(}=)2M{ zXSQ;4#S@j^_pRoE@w-=oC5uG7PCwG2zW(^v%}Qm8=7{Pckc0YPthis==jd zm(Hu?2+1>Ca9r(0?W@!&;q$y=iX{_|Tz=a*!#_ImSD zx>UBcf(-1jS|dAsPD%I8U&+`@Jto~I)%9CwZVDMCi-P35pah@FQ znhT4HMsFccl1>!$sAJCo^);GCjfQDNce0`1yoN*`<#zn)3mbDRitN}3+`81dR@bO} zj!hG0h8ZVZY^+6GUg()e_2hUQb2-I2Oeh)Vcf|*LIf~^~KqLThM_Wc)#V+i5`}tOe zWNf?<86?h6AyC|)j^BQ4D49=vE(hF0;y!1fp*1-;<-+~d+viD$I?=n^C|hm3CmvwY z-I+qy*Aj63;z<7hx~lYf0JM1WIJ>|=^uf>RS{}=%f=3{1Kquw?wUoL${5al1^+3+U zr8tZO`qN?~0|upVI7sxUJ;l+T?QQSb?951TUuwn4g-rE4&0TiB=ufD!Ab}Tm9vzKSF;eXLYcVs+l zhmjRgZxcm)26n-#ITVscaY9a^BuC#M?}`qliQR@qYDk7j4R-ewM4GDg5;l*S0pAUv`CU^L znp-}5ETHB3DjA}o!A#`F#R(m8wOUIESk5p9mMXhP#8S;J2LzIrP5K^GeDinQ_8wK_ z&&8ak>1g^menS*7t9HOFq;*u-f^+)S)FUV}&Z%TLyyD+*2>mMZ(Mdp0QC!(^@Rc2y zGW@XQ1FFf~+p~ECP-ziKG*{N#TRbYNPcASC{i+gD{$SR=JbzZsZ!S-qVvTl`-R-hSHsS!Ep7kC0Hn&T7tQ083nf^~dk^N0q!K}k# zvMi)C2Ea%M9({#*Bh+<^gnNW*J2C$NB%Hjz=JFK{h?(v+9a3`@koz^LIBSOc&HhnO zywIYLPLUxDX2%eb+bzZCo|HzO-(tKrjG<#Im{0geG4el=6=>rtu%wlZD%p#)Ym1IM zdzgfwM(>Pm*=U%E}2c43@_{1L|mN zUMTfcg`}0zL}H>(ysiiYXV{OedRvRAS&E)1tt8`8d9ve?_uNr$q0bVMvHiHy+H0FQ z;@A{me6f*BXB5`Z2;pc44#Q(a-|8`HlEpQ?d$o*U9$=lw{itbY7W#m;Jef()sK@oI za@8Gv79|C5wgIf0=@8{3_eo0rqPdU62N9@>R(5bse~rhF%DS$p-pr*U93YL~JAvt3 z-{Pzm_O{mXL;!Xy$IOp2^PzTjc~SoWMV!sE-kusZj5dW+THKZ6lvS%kv_&-H)^Grn63I z+?iW$S!{mQoZ0IBKLyE6n%hn*c~xEVfMT^eHR3XeWX2EOWBOKlG*NNEfXY`Vtt8C$ zq;UAdY^VO zdSmL^?X|3V1B;2zl8wzv(lW;vDJY|{=@+668Vgj3gvbGRINbVGmBytMaH{F*@wr|Z z8Gy;pIuaXHwSXY|$DKYKYz`;pPSwn!yFQXWCOFoC(mn}0-V~9B_>gDkN9Z!nbpdxL z30Mz-0^k;?#H;sGJ~lOTr&=iR?S$vU$hTV75w>!EM}#5P*(IHK$N8Rh`T_=La5bW5906G#X*GARuH24}fZuLI~`>FnwULy*> z!+noI%9`?&V2g)-cszvyBiA)9;@*3yl#qzdbLqW&-`YFh?G0YyYj=NzHcu z0Ekz~VcBcbBaZTA?)mf2JbZz!1tW3D&7Nm8-$CqV{V55>D;@DsvB||q3(V3Ic`sT} zFe}5tyYoMlAU(nd-Zk$BoiyZ~xl(YNV>Np8U}}>T1A)&Hk<%kJS*NH=mJA6#m34TG z*0ytFoInzM!6Wt+R#c?S(e>slqA10ZUzT{t2ODzosO>=eIf!Eytd%3og)^KFgAdby8-;CsOiqRZ@`;B zwRT@s3QrK8H&8snn(A6L>s;Do?}Aa$hhO!m%AY39BG!;y&XK3zAd#X#SY$~N#(j3@ zRd-#IUJ`BYeo`;=p_cLcCwYmupFx?tEzH=lJdghXO#cA(`&OUr5g1Ip>UUvyxU;r7 z=RQ@>C?iML$ga>d%Y8ndnFL`*+-tuQo?kjk+n8@|6{SRi zNgpLqF&{0l%;e+SdWo2sNab5a+B1EVTQcgJtbOSV!V6=~fZG*qtHP~jkOP4u0N>@# z^+F>E!GjP%*o}xaeWS@8?4d4LwA%z77U;Sl?NUiRKak*RLL%T4G-Ei&=`=Z6O;7E z?_DO@LhJ?rHHP?iZW{XPW6fh#A2a@yyog|LUO$)r08sR>FVP-x!r{LO*w#zp+{WLr zca0Y};ZJf;`hHciDj5j#sy@_d$5YZHw0*~TrcJY*_pVQ7?HI1lX}|eX#N zJh)?D6IC~2^jR;vLiaZ)KFg-tt&|JXI~FI;ko>Di%eGByr1-_Bmh6_8ar{!maDmHU zK>Fsn7jYzZqVf}oVQA$>^gNHqkIuXQ0L0ju^HI?(p-{>%V<*&ulk{BuMRHq>Ic=?_ z3Z$dl+}QeH_~JiMYVpfNNo?QtCs9jI(^_A_wXU&lE*U}O-~hwl8~tmtq2dDvBhJ2h z_+Zj%I(3bjHx0#=#IYuMgTut1p5H3(S}nre>9+HzDjqO!dU}4p$> zG1@p&jcs57jBH|3zln$5Z=WxfRb9x@+O3!baGba!1QFBotBY%CCDeGyG9&?VOJISJ zGyeeHLUy({O@8V(Qm(RL@w7!c z)bL+hnB`J==MIPJKC53r_6}s!`#T)=(s0PRDC4T15C_klV(&XAF0=6d3v&{Eq}wTg z=kciGQJ*v7A3A6L9`&{>ai!c!QKMcoM)CxLG3i{*^H2ITN}U~M8GGb0%As6yUWeMa zm;NF2WP<7&sF#Eg8{6=o+PiQ)*a(es>x zZ(3*s4u4vk0PaTg!4#7}1Srjo+l5KRb{T_Ab~w!}Ae6w)O)RmV^M?du&a|Hmw3XF+ zS8p7#mx?UN;BU*8esr6qWkN1ep_bi+)$TNTH75|;!5SALb}CAbOjd4a`?))^K|HoS zYpi@`*9t>#q}Y=jOgN-b__xRF`d2BEK0BNfj2f6p$y+ZhV+m3V(pbkhUPRS|rxIh3 z&OWpSqL!Z{a-)A*I$slKrqvSc(hopWrwilA;=H>Ijg1j>yPWNsj&g!MuueCvB4adk zKZbp%za5;v&}`whGAwU#9KGIVVUd&`WMq+(%ObFSr2B97n=Yc#mjs>{$l=dDx^n!e zdmGvG`F_!9A&x=#g+-`dPpDkYd3!5OJgu1>j_iE@04j3qA_;K(OcZjWV2l`KWB5P< zg9j%yacd5AiCp#0{{Tt=i$YHF_lG;MAW^KQDP<&m^O05hWze#`SxS})LBQu$Q{An| zDH;I0TtSaL>LR7`U!$(^e~jYa?O-J%Tegs<;Q`6>sVyaGp<*pi5hwGgZr2j<{{SchYBJgrHR2!{%?~p1 zOvf1+HKFsZU9tK!9qhaSWVe;dShRpx4Vq*+Vw@*IssR~F#_=eeov;O=9_H^yi) zkoNn#pK64UGgEncQ#dkx_n=Ic#@^oQb%yRFnkEHGHzQW|S{=Tc=?0LEYaa5mA0Lc@ z0pFSV>?)cDDJUzkQ<~RVKYaqa3)t2cLKu9jDPd!CE~|NP*HSDKl?w$&Ay7R<4n znxp$FEz_eCFmgSsf_Wtfw2w|$qd6%*MD~J9D~RWfOZR7f9%OZ`)s(T%ZjwWSt^o$I z)`(+V4-(b3k$v`O?%yUBJpTZY{{Two!}3jaTXLa9yco0189jDwZIOL$ZtsWk062*+i6sCgI);Q5i0 z`_#RWi2a^Pa6m7CpCACNZqK5_iDOA3=qml9MmX?+>AgU~cpmCek}?!|RFSU}NuI64 zQR+?-G>ryN5ZnFxQ#uHK-7bS-_t1{^Mj>5KCM4`nU8=XV+O+rDRC8ZSmeIHjRyWAT zDt^*Kb#tYdBEmBjJn_qa*A>oTN`Bau5)GEg@*4^iYrBU;DzQFTxZ3M zDvVT8o0VD-WW61KWklpG4!9YI0@S!{>eEHUoM-Zzs?TqwtdL*ZNE?}g*e>isq}^HV;pZ}} zseV+Woh<@3uD$kw8zK2(>C4XR_KQxV@k@ZMMZ2T=fm z{{U!0N2dngy>ul-vDJv>9mh_9^sYt!0EZj?>sY(9Ew#n4a6MH207G4eUAJkh8RP!) zFA&8}Pv`#QmGI=dL36^AM#&;8qYN^z$ReohyFYJjcD7>b@9Zo%(#fAFxIBj0;r{>* zaaP(z+Ugb&&JGFizo8uKmUf=@`0H0D=1F69at7pJ1GYS?2XS=GV$_mo>=DJnFuRXR zkz-WxNz;(5x5KS!eOpM8F5RS-*}`|Hn<*I?^{pGZ;XdQ_scMQmio6*EnQzqBC;tG% zj-&Q{9?r%#!I-N|=$~G3iiSDH3;__sOYSEZN68+ABtHu}N1v@G5v2(5Z~!mvBbdsL~)l@!!go zi6HRu#R&nR)4N2xLObpi&fVsA&#hgs<5iL-8R_aPpGgx)i~uBKd%Di78-bQ+uzk(!Al^US?Lj%Zw!lWBh z2?FIhaRR@+bNe+Umfa*6AR4c>(_^rK(%C}sF=BD}iQLt&y!TRSl-cgc-v?V|Ho+1V+K>23xOux`|y;n<-5?N!7kh2h=uPpEE4P|v(xi7D-E@j!~ zk)&bdNzHXH{6Jpm)9Ucer_Gz5>${nia2RK8`s__|-9pMsc%U)@8g(u`vPbGaI_ZP8 zY{`KzCLpDG9xVIPz&KoIms&D8QY#Cn-Ym4s8l!(N3CXDBwrJ*6Dss`RgB?QvLHz4L zKBVj&_uDiZR2(d;3}qxEVc`dVGgw~OX_9si;xroNk`}PMC8PtRu<0rzrfka{7gdi_ zw2DM!b&)uc*OZHp0Uy($s$Yq=e{AfH+9=6Y;u)-OWwkrb#OtTC-J^CE5H4oFA-dhO_8x4l`>pilJ<|1@nEBSVsyw=?S+tG9SwPc?mMff%zCy8@g1mDyGXkuq3=YRN)sOg|erNl;7RunPg@NVkR<3`C z#n6hPL?9l66?7ZBv5jAL2r=po;L?&S9K8*?E!`xTJS35t8QFM2Z>ODIc6+n3Ym(es z$1D-dkax&ras!O+2d?!~s%e*2Q6o(oD!P)4M$Q2vW9|(&igpadx!V{N$NuNuoe4ZY zDt~refIQm-Q)I*xFF{v!4hEAV9=wOH^;;Y)*DDq>cNA5QMq?)fn4tqesG}gCo@mQ) z-LX^mM&SBXZ4dDr3}EgmXs{zBoyR(H(+O=2i55xw*3L1oG*|@kp^6Z>UQ|W2frbg* zv@;e=fk0|RU=FomD)@QTcA`8ho^&yyJv4vEMe1v!>E|)74=@I6ooV?Ok>mNReWsk- zr%VA@%=JGW`z_b*?^*8Gknu+tJjp*GD*13@&U2cn)a}j1+hA;|jQJn-D>Kx}xk8N2 zi54$qbIK^rKh4NccJ}4C$r<1ntNjYw_!qJq6R-#CO|`KDO%ILO=jT;to&G!Gkzv^D zRgTw>8<08Hif{f^hUAqa@~Ym?L)};+o@1R_FeWzP>N-@OmKgDZKw2%b!DNV|sWf|X z#d;LrML>1}oWS(uL9A6G7T?mKm>ve(p`shtYK_1r2dJQ6@i+W9ECJ5IQHi{Joy}Ln z;+!EnD8@Z##m@)_W9va3k5w4yOpxGidU;p5Y-xn?4A2b^w;V*1n$q@aPV(3(Ip63j zGxs6enb=l~vqYtU^Pn$pD|Thdj9~z#C(NXTl3GQLRvMO*y-a98!K)I!5(xqye2f^Cy1uh zY}g0~QfXp?zL8^02kL)n=JIiKjh(&+k?~HSOpXJRKqlB> z_tM=6Qr&?+i2cw#>s6&_k=UVkJ>={#TN@8SUQfo`+4OHJNXJiT_IHnN{{VxL^BoN% zp~%NSI?(o-%ONg6-aiX_bo~DSTB9d5=Xp5(IqRcrQ|A%7L>9}c_xB*Qi~x$YqS$hIl%fxrM22<`yAF!u&|Qe+DM%7 zrvU)`wyC=~ixq(lfEAgK*Lt&!2L^pAx$PE6E-iA(u31hGH8fGBeFUtEQ;IfL;(US* zX)a+c7kGJs56Ys_G^q60%0e53j&M$KMb6wQxdRS7&YGk6%fo98g>FHhL1EoL07YD-7h* zeKT$Fj?7x=lNV4Wc`|;O$K_jvQo|l}55iu|UFv!OxQxdd6T3)uCmA4pYfQQY_?}23 zw=VH)+$3Y`S*W+O-ouj?I4E-HsdNgs#`FfUdu^v%te3CB7I>Wc4e|5XeCp0*WVtCK zl`3#S=~bGpk!7tHO+&nBkYj};E0fQstyEU&hmn_#CnR&%)U7Tr;g?o*w~qF4bvlH= zSP&lWF^@Byy{li^Uf0K{_C7c?ds+MaMMy}QGRqh^ErG}ru=&w?kHh^BRZ!DMJW_=U z8W~8~3;~0;EvlaL;pFja4X8_Z_RDCOh+4*_9r#Cq2TW`}mAbCan3l@>?#oH1@I$3! z>UUP$Q$##n+JWK<-8hclmntJh?N#SwuB~)SxTm_1g%=q)ba%lDgULYy9ZqQbJ!Shd zqR*{sid$CHN$w)x1A$j%$mlxOUcyz=G|78Sst)r|ymD*<^Im*X{=$mB$!BbjbipJa zA}iZrvfh}Gz9&VFlVo=^V%$2|-hX z%Oj-#Nvc{6Pe{43lnx2wWCx!857!m*Uax5Om-4{t!c~YP%YEzVXk=B8j}Rx5XKLeL z8MKeE_J!`_Tt#v?@;L_lL+iiJscle<8OCv*RD+i~Me2O%aqUnu-8ZIZ6z0Y$yvPE8 z94T<#RpK~So1c0B*l7}XTC^{}s$@eKWG&Uj%`+{Q3{X_}@k zCKK=7&Eobyh<$Tia&*iRv{rx_iQgI8mgD~bmcix?6A_J11FwaL%uwtyk}gT|^`r*t z;I;n%*t=(?J2wi;Cvx7*G5X@ZnhTZaLHz6FPRCBrU)sv220Mgd@?l?GK_&)4*wW6l znWjIW9VWo(*LNtbm?nNSU*$jV^r*Go&T0D72fU5D#TX8agO6W2wVVcCG#Mj&SAzyn zN0oE7<+fT$DnJ@0lWU^c{hGxJp*&1j<(T=CL|yld0a$;$VgmhYSNYI-rQ6xtr19aI zB~ydeifkm(R!GsbC?aFJ_)UDj@jFsFpKUMY1eG#AF}~U1ACRx6J3*+dI%VDSVLP}Q zPncipUnlA%q`Z<+aL1Xdif!zfFhaZvPDlfx+MOJsxeeEm>57^w0O)RRr7>G6!E!QK z{{SkEr}75u-5teE=drAys9?l$0gppXoNl0H12E+PFXa{C<%46-RDU50v9g^M~!v&491jPV2O zRf*4S>dw@6VM`Aaauuvu4H`px7N>1%aTkY(f>-%lsI3*VaVV@mW8@1omeOFuB%C|+ zJK+A+yV7A-xPlz<25>j>=6_1JFV@Vse$;e6%G;ZLCJ4yfuM>Nn{{VWrPE-|;;fZnO zM<&9&S-WkXlvN@{^P#U;t3t#708DI>zim=X^Y|mS;)8&Pb@w!B1o%@ z?$Df0(eRO>zwCvGWeg!>!|Ar@XuC0(C zv)muOA1?#@bUkaKU|{FS{+Omq3h^<(&QAXTK~Z|5PG79)FLSHO0;yF5up`!{n8cRL z5<|l(W5f>G^P~H6F0Af_)vRpsa1Q%~{m>3G`PE!AB=LvOJ?W*RuN0Gs5D&y!RwVT~ z=T%y$`^W}KWGc4E)0mkD!ciM=!)vmiYs^3`31eSL>4y-a%9;$kJ`Ow{|3vqO^+No<< zFwx+Un~p=KbDHUbQ8=>8pMHu@vhg9{V8f-smGT$bp6d&e`O7R+VN6(;3-r&Rq6_NusiZ%Pa^a zb>j=*<(=zIAHtr}zLt;n8>U^zK_a*w!#h8yiX8psmSI!^Q9yx z_ES#X*0zQ`aQA~Fp&1zzmU64g>c_-bpU#(2K-VZxW5b_nue;)kUhr%me2uVbVmTI^ z977|RV@=`VBoVP2)Ea%+Vq=#XJE`-crNLa2%C5bWdZDQy1aRQ5l}gco1d$)5MQ};XKG2K7{KIc4hR;>d!}U@;GL-WMn(?Q zJSo2|^F<)Q_4J^qsuuuq2c3A2Dpu#d)Ql+EIzfE zwTzR69yizu+t@@QwvIK<6+qs*{3zU;K4<>`P~}m^q3w;~Q_hCCg`5;pGW!ZPW#MeD z!iKmdSBXI-cg1=~$j7oRFy;gY%B*47)orm=aue=0>+EX6G7nmWX)u-`ur0PJ`gP02 zFquB_IRihHK<6k$F<9{hPG^-3UWFFZv}~+p+B>Uu%u=X+AAc&ljl-y5dDb(s8nX9O zY4SRQ6BmpTo+KpxhxM!H)YjR2D#RW`rFpp*8Bz2&WzGqb_KngVE?z8VPYAAeJhNI| zAQ^ZcY!kYknDng{xv0%~FpfioPD(igRJwwPwqw+9UN4uD=U+#w37|N#K?H&~6m*)9yV0(#XCsWj{0x5<20-`PyKrT_GnXbLwu)N| z*rb9x8_0X8{^~w$=Gn&IzA2U~9G0M>AP$}*j(M+Y_UR3X zNXsfp;1vgLxnj2VbSj`my}6DRl=z4^$1I8(83~RCJAW0n^2sOnsUJ?7CsHOdMZ=J- z%uuXJd0j!_jgWlzC-tFrc6f5R(h1avF%o&9<|;cY*@LPaI+6#iNqEb^$IU=B9-kI& z1Ch3KS{{^=qTrzGNXjY8y)FeaJ0T-{4pckE!7!Jh*}ttDieoN%QAH*+5J1ND9FcKu zF;XN&4}|UIk~cjC6c%PXOLEZ1BJhQek&&wXoo8p*+=!GFRk6-?qM7XdE;%WQJnEdBmIt7CElTJZ6=g^l6Z=lA{Yf| zi_IOZbXzMGTwLAF;`6~=H|1K`bU0$V@0nMHI+_B~8TDS*K`fw%V^%0UmzI8cr)Db! zceAT}G_>w}Ee*8MtHs{&4imbZ=W(~8`PH4ow~4RC8EID9R_35#$Y1I=tcA9vcV)G+ z$q;Y7!btO}qwPi2y_vUG#}-1C8D-CrtswPBK2H*S+?6nGN`ChK=3;*Qj7Qe0sxst`T&o-K*3Kv_H4B?%DILx0_h6j(6!5KV;aucrYz~#8 zJXTY7%d$3IskKG8FBQ~Z-Oi^Z4CI13*E8*Hq*@nlt>V>So=q;(fI%L9^lCgHXQp}l z>$aHAN#W^(j&)hC=(alDgIelV{p^2*iQNyFJu1K4hGulf(0(IB9pv_M#XXa%kaqO| zoMDA)q{=8|Bq-S98+@w2vl<1rXY|#vvM<5JT)7@6C#lEMt(MVA;^okco#`L~k;w5W z1#`INRb8~uqwO|^@u@*FZiJpjucWgaUL5?z4$#YN{7Q^L8~alO=RH?Uxzg`m+U_Qe z(DF1JZJPQQU+mtU+8a*p_5;KRg~rUD$M!o{G3_tIJy%XIE}BN60O=USial4a%7&BZ z3_mfwH#ky7Pb@DKjU0%`>Tp$t2tL&T7(SIP0p^eu2dy)_Zz@=nX9uCFcvsSanoHw@ z9z5&TPsecfO@bsPqR9MSUpk8Qvnr1&kqA@XE(8AnH(Kj)Y zsp3Vz<7|=zSeS*#?^7Sd@W?-vy#94pB1qR=-b%8ZQcM~T(`4?oS4G(nDN*#zeQ#v^ zcJZ(~GK2LM@(rF|`P-OS@K2eqtUE02KWB9LbHrNOGI9P_rfoi;5xW8(&le%m)G6#)@REnwX3UQ<= zcgq^6c1B0~vV-Ei=h?dvbOFJb#}CMz{{SFs=jj9}rsDHG(vm_AjE&?xhncS1@xEMW z)>ezLnsVRvum1q`To+!u7Z)4}v~i9V9+h$3(3lB3~`{sqWJ;Pf3r~C zW4i+$L=jWN7l$~&{b_r!Gm*EIT~Rk=Ee8^VjgBgLtr9zeVhR<9(xe!Y6<6x4=B8shcXQ2Hud1(Ui($GlyYeBGJJ+VT-4rA*@f8Wtk6&5@(?q-@J8w*q*(Crnj02owtq`$C zo!Gy(`c!S<$jxtq9{$dU)lGYJ5lfyCxRLN+F z`^rZPuj^Z5N{fnVS~J!Y!F_BcibP~1W>(D)c&ZSckL_8@Ju$mEuU=`L>oO#T;9z;i za8!}xLHvzd&36LBB$twlbU~Aox7L)>Ox_Z-b8m`aMx$=Sn?!f^Z}qF6gI6%#*B#4+2GG{7~qRNM^p1OFJ<+abRA~i{@i7wJ|xc0r<(l# z0Htfj<3~3-$!ARMuVCzMte$HK#CHfXplzQ@=RKOa{=@Apt;NI(D1u?$Lm=7LJA+?A z=&ft6X^`GRLqj?TQ`ZNly;keL4fKswjIRd_zxs%HTC;{n9Wz{*RJRhHelp2#7j>of zMg#!kEcI&k@NrU2kV5!>3X=toYGRRsq~JXS_}(;PDJ}_oLqC6KIk#06!t?QBS~rZRX8Mcrrt1RR_Zo1FhrUvX7kvAT9sm@!RmLc z_KO~67&t8;{D=D1f_DYq0~}b#y<;xVSHoYUWyX^xZBuTPTfJB5XMz<|S3@HNH4ubiponLD=B12d?`P#eA>p$~!;8+9b{wnH z5sZPo07A>+J7m*b?}1VhbIO}27zeEYRNq8Q{8`*omUDP`Pcc(muko-4ItDo8`%_0B zJd!D;dNIj0jdEp*9P`?fiE~k^Tn`C}j(sTGEh>5385F3^X&h2+sOHV*VaFa^kzv`3 zLo}x8$AvsA>T6RT2Gk~>ZjeB!7$HZU76p3vai~U*gY*2SS`&ZRT(F0fu(8CE^uE3{{X_HlGJ3Hgj}RnEON;u81}@pxO+ReZxj^)xEKzo zcKvs)<(;}u5RelhmEux*)&hPhBF7HQcvK#~rmuT7s~_yy5WX2vhV9f3-n=MzA1tKV z^&bbt2&6V?IHh;na!z?rT9lzI+_yFu0;G4tsvbib^`=W~*HbBBh~qi;uP-L%+dJXa z5npJ>JZY85mV5PhNZZ0E)XwDZNb1S0o!_nS_PJNfpKs+SCluxRHzy~q2F+$K+U{PQ|U)*Hv&r$zIYE6W@PVv z-7J>mD;6bz<(eue=aVLP`3_a+B&d@(GCykX^@RbEjN z>KKpRej|cBfi-ap_mCqVWk(mzt#*1I7BrV4zWBG<(}a%@;Xf)bOvnQ?Ez0<#QPGZm zlts2c+cigKLeW@aoDNM723ws?A2YpCnCkT_Q$+wNrnbsy*xJ0<;GuxTAH(%DtbvyY zl{=DwUg<&rNo^6M;Ktml3oSV>6MdUNAv%P{#9iqoLz2_HUn93bG6)}~ZF z=Y@TD@~u(iFogpIWS$|;p0Ow5$@F7Gp=EGYv*>DcX3sO9B0qX$F?dQHwiMR5;Nr_E zK1QOsl&Cx|0icXhOX4MnJt>GPT}f5^An(t53g=L1PYSCj@-$NE=s+an9XF@_nl?KF zx19nj0^G;}1b{hbr8~H}Wy?vh@+PfH1UTjoQfett*l_Uyfskk!N2+#rPSs-J)a{_3 z9GREJ@?p5FUbXP1*u>K5m&O)TymO8v`i;luT_BL4E>vfIj`dT0D_lE7g!f?N`kG=m zey!PkQ%n9N_O8(!;#k3DKR@eLy~MxB{{Z%y`bG$X+K7%eUB{g_?6H68uhNoMJ2*we zn0^zCtxF4+zymp`uU8Y3=TER1aqnG6IChh8k?K9f?ZX`F-7|k9ozcJUz&?c1U&cPt zBmgU~-d`^|4s{0hL^}pJ2g4IE=Fo=4$|LP z9xGi=^4u=LRGbWZ8W~%P0K+_pG!&4mig;#-l0ovtJdT9}ac}WIwD#7=gI(ewMg*Xe z56n?9{9f%zgoo5DWK)1cAm!JkU}UqOf!RW`mB8U(e|k@`+z44jWQ=XNta%z8ZtLPV zX>{E#+Ts~)3=-!CLnqF2`#dyuU*Q$bAE5`K z=y_E_K=$`VB!QoYi16~rz!eF-+0l|X?k+1vqqP0C)H_dfP4Tv0v%>2d!sD(oaaqKQ z5Uy1Q4ta`QI@N{6{IVd0QrU`zInG%|2d@7Bl`I%w6mt!OTVkV^Ap`8Il^YD22IApK z;X#VDx>8Zyb^v3Q2#}@2cZ8|i?uyZ?ArM%x2ZwB)S*4X835gq2&1!f_i()t7&3J<< zWq~9O^GdV?SOwL`Bl%IX@WeLV$of#wMmzYU=*Pr-s(Jimu>^bhRYVw0j@}msqXw;S z!$-yR0Gx11G7Nv1kyza??>~`R*8DtRny^9!MZrHNK!04+&-k&&w04_U3m9fN#S;|f zLx|Low*LTM^s4(bGqgzA;a$(IT!oGl0|Nt)uNp^k7>hFx5Cb4=4tj6-)o*F8CbrU~ zk}}HSm&Cl+da_UAp9lebz^HX=VKt1f<%wn6uKhnsjg+d+b8#%!FULHx$WQZ};*nt_ zfOA%N78g)Q$0fU>9!y0;1VG4nvr{_NdK+&7{{Wz?2rbkOd(&cosmmMzMB126OUME8 zssR!(NgO$?7i5Vs7|#9M5Iv6dP_G{NIjauOOTl{TrvZRJo+u+CxSD_tH~nfkV+`s~ zk*P7C`GS$g>%MwzN{&JziZ;Nn1W)B3N>j1iBnRugacn2yv6J0n`;!i0lYon0- zQWM+hx_4-;5O?<6cJd?SWeFui4t)>QS0e2XX|)}4Mf+sfiAEA6*;H55eZJ9b^?fwi z-G=VxY@Pwk`RAef*UY`Y?8p9B?G*L`;wj@s@JSnFGV=%KD)_GGCu@G0KmjI~I6l;; z9VxG|re<~Tg8izthQV~3xrA~F4{^oGf&4l1&TFj4bfg2de4%4-VQl1#*Hr9Z#CS|8 zW30#)Ra_+G?BmJ3eQPPg_Kuu+eKTwEX6ZljE%+SUyHStxt#E}3pb!UuUgc=gh$m#IqEvpkQQGOF;*v~0^&tO^{Hag@+lPWf42J}6tzMqoI~EIu z9K{oQprB)ow^s8107~>_Wn3}gE6DkJP%uKWs)r{fc{iByG_3q^f_amQkiZM^Mo50D zIW<2?i6+$GhF|W)n~F@RN0Ugp(=D191G?dc{-Znon5!#v4?6K|J!q?#L5@reaWMH% z(;f#7oRscs8?)bzC5|*$M1?j2ih!2@Q!N>0h!r&WhXd?=sT~o}TqJLwYL$Q>k4lOS z*ptXqqa95qYMzG1Ffoo*A~yTeK=P*yh4r9f=Nk@n=IP~L3y)g%FmsK~0~-AO1xDnt zz^A`6pPe8Fi*13V0P>+(17kG}qJ_Lk4?aD|n4^jU8z(zZs0y9-!RJ?xQaOC6sbguH zh#*NY+#_K|#TxQau&AtvFew?vD7c2%uWmgboaJpvqC_1j^oj-rFFLcGiNr=~IdVl! z!IIXkS zBlt`J!5gkT#Rp^_5g9@;DuCnPeASGlOl^al13|?ZSd;;}s32DqCgaiFD5emnGB$V4 z)h`iMz;CTX#hw-iW4%1E3zMH}QWQvXO#7YcNpQ(cQJIPI+LmLC;L>Fv7;g*>+)8%O zfsaw-YH4nWjk=IF28F+YXMut0E6_nZXtG|F;(`}ckmq$d-yWFyR?&whs7hO=42r3! z5>7;ltbSl-trk34u68WdqcK z`+l`$YztdP;~#VaJ+`17xY!KjXMf&})8tmRC^@Sip7hb^;fDy(71s*qBYc7=h_;OF z%+yi=FB0RH59d=`jwwb@g?IVWG?+-lYmU8YNWSO24OKzgQ<8n?C6Ppc$XT!fqLo!f1~55o%9bJBpvHiJxyY#_>Zk|lWJ|Pz&imD zWA!xJ6`F5}J-4~iuMV4|$Rn08JK6D)4nF9tXa0TdFaH3|=lU=7sx3nPeM0U_o4Gs5 zWn#|9sWk@@`P1iGK~`Q~E^=u!{{Zg?y-9L-p~%HYXUzHMHPP(A_1NLMEuX{2*8=MNhSoQ!b;U_xYaH3Wo$pm}qvB-3S*Bi+wxah;l85^?34 z6)hxJ!?Zy9xU6i_f;2-RW{D0D-vFO3f0Yw(oy<}f2PMCHhThg>oJg$}6z}5$+)>)B zNp~7|6T}YOVcZSzN3ge4S7~mmsYe+k2|9iZY1F>i;UxXf)xaDMU3?nwC?GH1ySHa%)4Q7|ixe8n&tk<9EEN>H7!qNhk^ zL;P2H0rTaGTS&gh;bhAkWpm|55Yl+xU-iG zBRtsVt~53=>XH>cBLb1`u79m2uS2@o-gK4$Gm};xDVu-0RGpr<7Zy>tIpR=i`UAqX zbpNHngn9fJs89u!#NCpN@=b1ir10M0CE(jPqW6rCev-U;H#*G^v z;=yIt;>Fak-}ZRZ{AzFjzAmL4oFpM_NZke&Vahr?d@YNaVkat--)q9*y_hvE}C3#C{etO3LyEKY7KyHn4RveBjYO! zcs}j^nWx>^3sTPtr*z!%4pbgv+m#hzY_=A>A^6>o6pnV{YQ+3e_>*DTD;5gtHS2@j zKo918g>=F+sLD*b68*OG>`2kGvX*6Sz+W@zy>fs2L3};EOGMXfN=*bPvD_%xlXHSU z!?+%lSNq?vAvSy;W!K8DVY^~!0m#Lrv?B-@c7ZD53 z8QPDx94W&x^6I^5-G#kfH(i4IT{U$yfIk(h?5~yK-($A*VS8`(>*=Pm(_c=2?y$7Q z!ukS0IP|JO0FnsK6|%lYq~k1b!x-u*;=)D+qf+2=$4ZV!3hdca>Ty&dq^orSg$XPL zBrk4wT=PTLh%q%a<7OCPk@=6EAR83VDB(gu8x=h1PZ~E+MMUtrxMIZPljCvk<|*#- z1j~*3`5FdF7|5j?uSy+*ByuJR%IsbYlQG?8ic1-Y(dNdvwxV>>mY121xM$<$I*%$-wLtm<-iicsH>cYsgS;S8Hj9`4I zTlB{G9L00{KA|gxi>96iWX{>hqq4c6Y}9d`zt)Wy-_n6W=$0@-)ZmPb#?=ZPv5J)d z=szkAQzUFsoMSj9kR9p3=NY6s6LQ02k6Kbsraeu2k;Qm{*Zu84Sk@Uk9qEB^d76;< z^rnwG0>%6!8WvH2eWZ^;w`p&wok+fAH5~B2a-khIQ)<4O9*tBl0i~AgI+O+??j9DTo8T6 z_459HE*YQpeRqME1tvpr=PGCBG7!Fmm526JgKd?BcT-XDTki)0iL`q6pa&fKb1hhK3V+0 zQS++}Y8z8yalo7G;izUyQZ24<*31V*Cao=Yjy(Ac)p8Y<)=~#3jabK#3jY9< zbE|^U=6*t4vRBbzZIZlL=S3nAG5{p?q3lUTZO zu*!~nJgW0d?BbBEKKLUzJ#b&ls&#aU^)oHs2L0T)G>N7fkt6;@^0k zv%N_auMDgLo`X33FdD9`5H4pR-V^V zjIxJYHj^i>10!I3fuS`R{3MORB8lv=J>~H`17j%qfTQywrdJ$62>Mg!(r)77CsDHC=S@cIIi?+q+d)T!c`gBw&CCu4~rr&!pK*+5Q8(1-&!I2mb(Zs*NUd z$vvWZxK?`%7h z&K4toBe<=sXJK4xLe=Nd?>^B84i3(Q<07@c{v_DL4;=P)gB3L`PRPX&Iw*g$^!9# z10H^Kj*F0rJxy9>pChU=kmxs;hyF5Ui4Wn7Wxl+s^3zSXwY6BHk1D-fmM7erJVv>| z6s-`>I#pQ?O_gm7KiYA}-Jt?9+`UCocECw#b8RdlR*MWIi6vzRmzU13g8u;VNgtq4 zwNu-I(dnyjzw+f?FY=s&`&Nn8$&EL%+p>dBz0>>a7?c6waL726`qkMn!5-Wzj(}pY zorJziO{(fx&$aCBIFTlk%A z*{gT7u`4d3!(<0&{agB1%^LQtcdTE_cYiz0G>w*LJJaeQ6l>S@u)3cm0^w;neh-g9XH3uNDIWq+o&$#8#)a9}&At+I<2&Gg7*@p4nW@ z-Yg+xbAkp)+iaed&)IQPTS&?_BzaXSx}c;-Dl~3Y!30;8@l#yCdZC-|uHNFI?%7l} z4+-l~#(DQSJn49`P27+L8)avf4=%uOiU8VtHNWikhh;3ir?9xadx8uR#6IX79PT;R zxjrLyXHSuCJ3HAcfq16~WycN(!OrB?bF&xym9^30{@;^R7eU*FEn^I&GI6=$7pH_CrXUi~j&k%x&{K(NK2c-EAhcvFt6H zw8+S0??aWy#(wU0=T`~wKSqWSnjc`IBy1k&p#6!ZZ-`y8xI(&akD=Hj0z5JC9DAHl z)q4K`kh76oLnKl<85=6ZbMiFSjmmgjgX>!DPqKQA&E&J7w+QZ7111g+%BwFsKdD-d zDJ_dA=Fy%n(x%WEnWDWJ;9x}t^Il|e7TeOVu%Y-*-WJxtt}<#<%nD?`aP2}A zm7w0u+?2a9=L+K>dWzGjC3zfH3OU-^Q8awe=8QiOtnKoWM#PPe3~Wd1UYC!VDAPVa z^8O6vmz+JDRc}f{7>&P5$S1^IEtfeU`FCxaM)-}UhVU%S{{TimQ(YfC4ytTpGv@Tx_wpO)xle14T(C&Zm$^WDd%#pRSO`_+80C;TkGM@rz~ z`+yHzQxAEZhvM|ba*Mv(>(i<4H9-=dki@I|W~uIVy+zzRU*8kUh|0tFsg`J(L&2Z6 zcIVfMRIZAY?J&dyp`TkO^+EOY5YOBZ)2Z^GLj+MR1B6l%kf6(sB4M8KW-{OiT( zp19S>IP{?}BUF>bGOlrh=S9XtMjNQ8FVl`4`VeWYF@Vn-TCx~V60yb@{`Kd)?uYSF zkduL)Ut06qw6ma=k+xtR=^1yD9lL9MaJoRTw~xTeIr)DkefY^(1< z>Kdvwo+Bzx8s`V6TB>_wa5#8!Jc<1(H-=qGJJO*YRqUTmI{9PJ#T z&AY32crJ=_!=62xoO!KYTunQz9-oKh z#&JsaSVwWi%+YTlkzt28?;8rean#jR62l4^E~QA&Z{j%35!taer?10!%IRvMyOm`l zkNjWKx%i%{%%e%Yvt9=Qw~TVhBzp>d&P>p%sc#n%9)hDIH_U&O04Rv~T3z}Lx1i`- z7C94(@dh0V(F)@nkJ6)1rH)Pyy-tT6Xa+Zk4s@Z1Lr!CpUf~{8#3-hz!8!A%V0lza z_YO|l%BPnTt=J?jFuVsf2pGMPaoRZX{UnLH+?XeJo)w@ zRlx*qeQ6{EmUkQMX~puyDOEjiH>U0ea&zWskRp-}PI1?9oPs>-h`qmiK3taG zw7rzpX46%m0LcQl{vLS)#cuc5D%yG5ei z=z65~H}N!6Ld98I_OGc=Y3z7%#%1$Xh}KWH+IETC2o)u2F4kc`mD0__eE>9zm)~1k@k0gwm8gZL;$>qM(-$Es`Q4&QO z?#wc3SqPVibfE;MCGe?vm~!$I=!}9h-VhI36B{OlNJTrGbEB-Eg7($VAt)bEMO9ne zG&27HGWDxS8D4uKjEA{geGM;R=+K!APE?$Zl(MLv2TbhCiiN?J+#LARZK%G@Y1cZf z=(o30Pc~vULFQ{oG?lXyn{IO}=^gRo0nr!{Y-OTo0Xj`EsfBcH@T<;@lY{RtK1=yS@0j z)K+7=iC4%`K>X{C_HHW1q;8^|ut%S`pGs8Tq#k=zv7SXy$w2m{BWh50r(+_O42Ym7 zBOvEvQZ2^<;zNVb^rhjXF{vAj(x4u)!Q48DP?OIFp^bPD0CI7;r-V>2ss%VG6w(tB z7Xp$)fNAv<+l*BR0R~<}=4!9DNG8xPRPqor?0=Vk+OAo6c^-5XiSsCY?mSdBR^ICq@SzOubw-)zW zU8TyzvW=OIeZ~Lxh@w+#RmN`@GmoT{Otz#vkffREb&OWs$lO$uMLaaNYazUsbTx_)|Seq7;mj)HIB$K29r-_U^njAcvCWcKh}rJuRITWmq)w%F0ljULb>kS*wTF) z;jfWdxr-%$Ji1e_fgv-}n41yLok@SX$M5@A2hyja6(bcie|MEYyW`5Ih;NQm5`rSn zE%vEYj+F{*DrEQNK~_CLC*Fv&wVv`-iqaV-kn%)Q#>b{*!9C$?TVuEw@v!}c zbsZN)u+c3<8g06u>gRTEQfib=EdF#c>N{s8kFdR=b>kXykMl^NpU$gw9S>5|N&9V# z@d5amHu{aLyRsJMb4+Lvl&h~0Jt^@yBl#?sw2z;u4l`YcRqRfUeoGr}=0o_QZV&XV zmukBJ_BN*DN_nmb-Jx(Z@*|y36SE)WF-yG|gMreccFsi&b8$RuQImm}VhH6x&viKm zGB6&SQljPNV_gNyusuEMzUJRZlT4J$8XKU@##WS!4uB3{)`pfxZQa?u&1W?kGjdds zk-kl91%A&r%JNj!kk*lL{4!Yd@QPc0Cw~@6!RPHzEZheGZR%-KaTD{x{v=jUEAM~@7gKGdD{w3aR5b8=V^+3@49?NFB?vEd8nO*<1r!664N#K+84D#I)}!J}Mq<0Q`Gr#}E_$@`6g?MLS$AnjTG8&a~q zxsmK{Vz^8%5sk6|tF<^B_OA+Yrh1Wfh~hjFx^&J*wKn+w0K&QQQ%;w|a*h1Jii-Cp z)>Y5pKcxv<8+3tt&J|{r9aq$f$?CYL!+KNVWW8D8({J@MZAiuhHUi4b3&($ z!6(8wd()mdBrHJ6^dRnQ&^U=%1aclF1xVNp_wvnF-cJhu01QXtDT9zaLp;CCIvP68 zDOuVyN8vonebMhw>bB8Z+Dg$eGhh*06s&w&U79M&ma&E-n+%cl&MMEb z)+uRtL`NyZ#Ju?(#R;dsePJ7(BF*7r>z%(NR~?*I6OeJjqYLey^{#x{f$07^<>V_Z zW?l(hx*h6hP%3d}ez@M1h-WFW$35x!A#mBxnXUut5$tfNErO?!Jt|cmM>QM;KzN&c za?g>eBSb^t&OE7!k5RVtqn#}+G6uQCWYZV!3UuGy?beX&1utVnS;OL_=}}y-hm3O+ z=$tZ*=qPbH6$w^c;E*a~Od~s5l9D)cnm1rE9Bi{;0Rz702tU=BVQtH`) zeTKz@4Y~Q!K`*e)C4{U&Zo<~aajwLu8>j$pRh`Z>mDiw(yc&4+p zz2dSA@Pb)S;uKs_XN^whr9p8AdZZkzi_3bIE$AF=Y_?fMu*S;7hZzUboP2>BdSf&$ znlWJ-u3Lw~#PbH9#lwKyhg|PogdM9q`Kojf9aQXp`)l3jsi;;(1bDXnY5n|uW9dwj zgWL`nRa9+Jz}?)a_~dBm;tw9f)_{-z3bx)^uBW359jFl`g9ol^Ynhqt;f#INAD&GE zY^@}oB5*mMDk@xXMm)hg`_^)LEg|qP@a4vN0iSbBpT#_?qkNDv^rCHX-34xJ<6t@g zLcqLN3C|4qIO)A+G1H7H@qau1!}g)&JCDw%m5U^P#lEa+9gA=Crh$$|^yDdX#677P z^jz1ulY{F_4`2{L$Ud|ro4)+HQE&HXM%nl2QV7w_B3{E4(u0{IRgh;mkw6Xg#(s3$ zP8qn7f#L^ZC`|%hD_fXI83krjo><6X^8|e=e28xm`7UdCJrO0bE|rn6+_OX7VJ!n= zIdDHy`&EtdcagKMo_L4nPY}B?%M=jX1b4Kv{caaV2>I5Ouji=8|TZ|Rae4|8J9?hQn-wZ zo2Zq6ak?o3m#ODltAvgVc6K`fl53C2@;N>Wqg+_Ht7dxn8dvcH%zUv{)@g`W*K<(X zK_%S8@bDnq`O!;-`?(->u6|3SREd`&r;mDwDBxCZzG9_|3~;>aZ48-4^r3*JfI+2E zk?lYW-v#JRHLjg^;aqyxwg-G~NgxF9g)C}V$0gLwy2hk?)T?mEoMakoKm(2*6HXiQ zqyvPc^si*od2iB`8lV)@SZ1CEPCCd`}L}{fZ*RAG?_H+*c86s^hAv%ST8Nf5wi?}ak`(&dik?g)8(+emfGnG$rBY|dJu4HY;#Rf5Q$3IGbjO$^s$Ht>0B%ES~mBegg zEI6_T7sNn5c;!UE?Bl}47aYYx*6~2@Q#o^jPg+Q(6A&d7hFop74r(W08*FBzjSD6> z7{+jML&_91ijri72PFj}`_|z;eL!p}R|`E~TbA08&-SL!Ziui6wNbq1xrQ6y1J`!je>2T|6biy|d0xyM?uRqt$}k~q>s9H8(r zOv0HG+PD25aLw0J(tnJvaMQK})fd&)Yp~+zVyP~!m>6BoypK(Mcqb`2x=72+u&r`~zQ@(oir$?LqMn&wg zOX-Nmhd$NQ{uy>I>gT)E^{Dt%;K2h7XZ%Ed)m`v^u&;k2Yg(*8TPe-FZ}`vi5#{Aw zs@5f3kUr?Zsz}c#laZ>iV1;3fBJ}2b>P%9KZ~)UeMsU?{YPC_I=vNw#bKmzk@Nr{5 zI=A5RtX`t;+g)N^Az_*=9?9`}BMuWg^hN#rzGA8>*qCjey*19$& z5^>1+ZffS>!0hmMh-5_!(T4E=c^p?J({x_Y>Hh!_j)9`;kVO@>qs0}>i^lOm#11jl zhY$nGw0)gT6G82?nq8c_mZz%R#(vv*E0;*IxCa|9O*Y*+kxyY(H z`qwYG93-h2$4dHU<`BTHKhn7m#cs_3BiO#`RgMr-VN;DZ@-AtrU|H-jGQ=g*r2q@Sa{`n{Wt_A6jck90!Tm z;~!ewz?Lwf^6jza1tT&?k^%xb5_!-j;pZh(@U2Z{VI|C%L*9F~1xt}!e!>HH?~qXS z>t1yk!Ql24=Y{Q0c4JU{xbsXd0*t9q@5+}p98nylRNxL?l*tBR;@o3uGroo6-vx=} zdQ=jHFt`USPC&;>IapD#_&YBI*D7BD*e?&6#&ca#1|$G?u08O&Qyt~Pg#@SZLC==h z`ewT9Pp~R>BWm*e)%)4q<3H4O*usYXR^FL$g9{FYO-nL&kr9))+J@revE$2b_OqDMHBgqh_4 zj!78VYL{ELVPPX6`{V(Wl6Rsmb;}4`eWLA8UKIuZ07_)NqtUK75Zo%N@0lZE^rF%o zHcQ!2n-@%Ol4oxsGg>L{3iXfxE0&W5uJW$!bbpg)}vVtC+EJ%3u{K8DEU z1#u$tU5N7)EOLwt@~1pwapo!>28{6Y8K7Z+?U7#RNP}wiG6b7t0+5<)$1*CKQ`Z!V zJ+a8BBODSHsnp?xMKbvKg#$y|!|hGTZL>~Om8O&&+m!$@ye-V*@~X{#9ypRr4+D(* zRhJhVYz{hlRer4MZ6pkSri3Q+PucN}HcXwecK4!*V`I3^2Gk#C<>IlCcio7qBwX5* zz}#bFTSuekGr#p4CevFnsKpe-Daa%rEY*IR;2`2SBWgZWS$7;qp}?z0B>NCBE&v05 zq|~me!+q!&+(RK!8v~X`DCk{eL&6k#W1R#P`l~IQ#UldB9~c!at@>Quw1HcNQv=g9 zPNi%1lnBX<@(-;yO}B>KO2~K)a!xiTvYa_dGkD}m4Fl>HKWkwvvvA6zk>p2}M+B;e zxw=ym{{V}T_BCi$JmxYO=W;Po&2EB;dQp=Sn6c(?Dz2>z8J5`bFFp*=E2vxC zvqbqx2Q+blDEY0Yvme7_EF}HYxnJu;$!P?DnbbTl%#La5E1AQKrgkZ*M$npAc_W!% zV%e8-pFu_oX9{t`$KNzIoooG;(nZI_j=_|j`HDY1)QEYE;P2;Mc-2OZ436bwQN($X z#1E$`e|7#J%BPy&#rL>Rp7h?~zxBUb(9Gf`!)?>4ptTfV3okB5G(tM4JY$tZdl+OV zKBLOI*?=v&g#*`}dST;@4#$H#`tMUk9%GFLIGL%}lUlv(g&9Hvh2xBz0k<(&e#oGIA@%U^d2U%1a%N1t2HUCtH0|7MDHIJQ4x?r(;&vFcTg}-i+Y-;;2_4@<%$* zi4WfDz!8(?D@=WgT@JN!#gWfUfl%DVi(7?F{{R*!l}OO0`D8hv*@(Ds!)6>TJq>Qr zkPK3BD?*F`+dJ=0`#1w}u%=69WRQp9;!}*EqAyPW$>J-t%_E)k(e%U%_Inu^>{^GhQ6U_+HNiCRi5;M{ur`aTchUY6aTs#GfSM}L z;+JV{yhcQpJ* zWsVll=ZdB6KgJ7bZR9!ywBq3gJIjR}Am`jeaxfx%kCrN1Pl+9qns-sHTc?EQyahM;il2^uL*%~ATkHt~ z)|9ssvFJ&xcBAo6vQ}8)-RF-Rf zPAF_+jy^cvHECJfJh9TP`1ukNnr!N@e-7qk=)gGr5A9z*{BqMpziuxXSA}I^Aob!< zPv@G@kBhettH`n17ihdEjzGBwbASQ*);F};jrV9SCB4)gnnrF}%Bbk0&{abWqbp*R zlQC0UGUTm5b_6iNt69;J%>i(^ea7{(Agj1%J7n$9Q0xvjqVA&KB87hqA&s{@GXUAa zI5ljfD&cu_s&aC3R#tL%k*Vr7rhq0jE~I@;ZuDuHw8$OzVt|wKtUL#TJo%c~=$8oE zEG!S*P7{uVZB=wjR*T48C5Wjc0&|Swqqu-bBU@p^;>$lGqN?JbJFgM-6lJu{f*A1o z9PRR^O&3zY4f7~cbjTUY^1&cq*8wC3APS@C+U34w>s2Vkb2^gyLVlk6c z9iow&Nt`d@;a&W)D#^5|BUbMb#yskWwI*w8WrKx^%E0k?0l6QgHznwm7woDSk{|}e zZAbQgQnQ$!ks*au2@3P;MrpEU=?_A2?NcRa>G9^_ku!Y&Jy!)#Pj~HEg0@f4%i&?S{q)*>oaM;Y*-=T z;o=ayoG!!AVukE|g6bWku(yzLCws)|da8~hKPv3H#ObE!cX#RmXj3q+nH>JLIVRJj zdHC_gt7jpy_^aBr?FGC)Zu=#exI}AM(RdX&fGRRG%D$O~;F!TuFnZU?U7FG6)_X}T zvn~*^Vtq-?eLdOhu|AV-c(TC&KHy;1%6Frhajl~5Cq9SeQzgjG>-05UH1S%&-(AfW zyhEGJ;Rokc*L|zfEn^Sg&2TyxAtWD}sv#!&H0yC0=6HSTD~R43Ifk5&iHK%SA%!e@ zoK*xJrm&VJl_R_0VUWR8{`7vEt6N>38!Ls8x%VzOTj+mk2H_;Gj(@B6Yf$Xwgq^Qp zp3z#%ER&GsmE(M`0rLZ6?rTr*qSz;4>@OWh+O-J9)x+a=cHe(tfm)CFd+T{1nHAN> z9yb{Tc^^7OhC6uHI1yt+7*s)k2apwRZK`A?L=y~FU$?eNdD*+b!#&z}i|#r8MAo8X zjEbP`w99STjYdc0E!YopfInJ+pE>F)!Nfn5;;Zjdj@_}(hd86}+q{XN&&7j7$+`f2 zkF`&;Qz>-(0hzY~t0tM|lhdH0HHRy7@pMx|+r-S{Zhb1-F-S8{wtI;dIM;}=t81&s z?V}ZMUDDb!{?GU<%u^5{KnqKj_+=+E%Fz<+&VjHgI_n)K_rPZ&K}Jxr_U& zsMclu59eHdR9)HCfvTeYPlsdeLN49xeF6N95fRD(wGVJOZd?vU0sQg%*Bm=KWzm?l zl^v!+PF0GL^P)nk;|e$4g|`b8<sakna1(E*0dXkUxjqH<^Q^Vq#P_aV_UcDJ$~Ob$%8?@OqXP$txdBn! zv~VvBgtO!BuOV4WBay6NqC+TM@XvwfN9{u}Y;k3{ITM`yX=R>b+(`yhd(&i;G(18w zjN2XdVOf+Dr{B+~%CbQ-s657NS7qA`Qqw$19n3N=HyAkd#bPcI)mNzVqqM8#1!9zt zLD-s2S++dW#_lZaJ(}08HA_xAXTu^YGB@5+R{DH_2X~#iS0aXKwA+-wvf0z`pgTJH z*8c!T*6sBhM4mH@^v>YG*Zs5EH;PE>N+m0lxZiW9dLYZK=@l~ZVr97l4> zIUW6~-qn~XDt14WRm?w(q-=4{h>AeGJXj;&m08OmxvkP%@eG{M;?77;V}2h(YIK<$ zamKjmQIg~mA8hgm6v!lly*X(cez+N>bnkLFSBKQ^QG(~f04wiGh*XfleQ5yG1bkS) z&yt!^7YGf@Oge!ZBcXoS_c+LpH^ff910aAo-(xi<5 zfD8kJLR6?ycI@)bTHPGuIOUpe+PxS4>SenD8Ab;gJ5#t~{{Ykc>XRj$9{Iv>kTO_P zFIm3N7$=zNO~2ka+dU~{23e6#%Ai+Sf$Mfukh|xGB;xthVry9lE#3PV%IE1xbG4*| z3~{yx%YW%WM7bk8>z-SYs#+~p3s=G7glsnNv4hu`r^lz-GO%e7Wp>2tzvWe~JX`Hv zQT!l!gGz^Gh0d7|5$@QL&uI|S4JC4RmzI9&pWcAU;oM}>C?h#l`cXk)r%6!%0D52l z0M-xhUK%hP7nA}{NmU>I^$CUI;o%46USNT+sJvcyqJqNCn{K~)Y>s0yAg6tr$uY+? zTl4<_h+o)HTnKTV65c>&pZ0$T8$!W+*kDqi3195=BpD#bOgp#eDA=AkAc)38AzT6h z8Nv15sJM!zc!G@V0IOXPnY5YPIcs^;o&Nv}fr9?vZO4t9a&mgmNamOLTjOz#5${m{01?}kDR_xM zNgIH1ij^cPP679!4U9#QNPzOl$obQt?^i5%PEPsHI(@lwG7vWh_ooYEjpP7ty#P2k zkyJ{k;YI?#Pe4ZEn$bt%4450^g~#tsNRS=m=U$N8h9QeHQ9)#XWR1BQNFJhz(;*g@ zHt!nB36vq?<%9C55WC~MUIotN?L=G7B)N(%@SIB-W6$vpl+xJLso2iaM%G%yS5c1y zz^h|y5zOb>kFdK}hrGBWx+f=YX0N+dU^NcPSx1E#2y?@Mk;Xq~t85KJ(nwt*PE#aNGpmDzZB-IW5v&8tu;;-y%CApQ}GPpsL#mbjc)5qC^&Oni} zRR{8pXWFu8qZxCYZ_b00b*p>3a6@o|!Z{kNnF{ATss;$cim;F-b3-`ZrLq9dp@wrp z0?yh%@57J?wZI|xjiNv6oJ3rn9xh)yfRN3BoU?di<*T+e}PmWrYD96N_)1V!IV(_APzfHdXQn^38QA ztOez#cB2_w8pdyl(TWk4*`K=CyEmstjYI8n#vi&eC@g`oo*lN%Itse%^jc-bvfpSo zW>_D6iTuS>Uv?r}+berha$-wq`{uF8ezh)9uk6|}Y5xF4y}LWxGXcw;S89>l_asxMn8Ja%_zd@zY#4i?oFnfrCmuH#AV_H0?4NYg7wFct8cYi>d^;)tccxw zsVqJp>DG60+*&M<%OaFwu6YxZ2axuwyA2jCJ{}m?K4gw{Qj~oVqW=KyIfrhhy3!#@ zY#6JD#|aq++)&fQ7O$m5Z-iE}OA5*ZbU)IyUAKlP?ovmMU%SkK3E7C`KDe$$uWA~P z+b0(j@U6=d#Yf#A%DzIhgK|b0R8TC@s>sN!tfP?!Ak*xe#W2SrXjq;wI8^K^Xxo9; zCp+zm*v37hu>3!qNv5KM{nHfu@;_SA-rKFrGDhGLAR&cgejJdN^Z2$ieLNzy+MV=v z8hp1>9}H?vJkLS(u5;DN{GF5?hto};Z6s5I5(xsI@f?2Htv771$grLf9(%A8yF26& z&)cnY%^P0s`(I@}%)Q)ZP6=N-c!30;nXT_>V+m~MoylOJ%MtaCI0~M z-MgO&#|a~zJgY~M@upJ88?;+!0b_Zh4g40~lHn7*4Ge`?9H|EcRZ?D?NCKRKMmf;( zm6j1K_YDsp-0^SnsZ$O#bPmsJ5?>DDXQeRh5Y+2D*}7D#;bxJ4G@qs=wi3l0Lbvm^()fXmNI0TsB5})(_)u zrY!p+w#acM)Qg{PpV#SIsR(hL_;I^>dHpMj{ASe6{{U%iY}EK6Q!6fcXP4v!S}{n$ z-Hbw1gPdZ5nstf>mP52-CXc@dg|p>Un$BNNF(AvzLV;PDnMGkO%Sii@bH6On5b?Y4 zMgeBro>;AE>=ozsY8!aOj(2Q*;X&GHvqN$$t*xbd$2k5f@S=K>Xy%_p@N2R?0n9fE z6P_a>;o%(3S!$X}*@uy%;+8^qarg(PtzB96WjiHiFSQ0+y-sn%Zxnlg$FH#Spfr1# zZ!TQjv&$ZELX4Mh#&Zi-oBDre@fGlNlLhz0(`)^)dRF3}9&3+U>7_L(IIypxBPRPw9MGqYD$3amei3$Ai`gXddB>?P{BDH?j*Na5F%pkQ9;(#!8ISc(OQ%&U4D4cPe)+k4B^jQ9e|vF;?<55?@Oc zz1-X9k@KbQ;B&<7E`QDbmFZxC(}yy*mh=pi&dil|?jiaNxBxM1Z55MX4gO;aM`f zboHy@FB}|Tg6c5KS!a)jRsgXf(TDF=wii<4jgef9k1?9sEb#p3f8JVswO<6B5zx^Q zTxW?_h#YNIZ2jRR!h=4Bl_r`zco^f62c>9vj5260IEyGg=9`)Lb0>JX@~I=#q&N(l z`P2L2z~dmFQYa8rrN$u#jO2AaYEwJ8JQ>eguLf)u;y*E(nm#roiJ1G7KnF#_gDk+e zms<3VNOZkYy@NJM;0a%v?5h>gFkIN*Z2`A`CP zfVTz|dghcc5tS7H&v)nVOvc3LdH|US%Mf`tDt{32pwzOq=RWlQ^#1@b`ceajU#=ie zL%k|4R59wHQfhJz0E3=t!?JpR_RgtiW8xkBs|hN1891)91gsHwQIQ@Prd*7ygKfrt zOjTTR#Akjhc=kM$kyqN#v^}D}`vaD@7ju}406YUBe;_J=ScDD&c! zAO8S$qG=%GW866#f6V^?O842pe3oPADgOXuBm@>DRcEZQbPntB@^5G%%bF0x(x<2I?~$go-X}fi=;&1BGYAxEzNTKa^AyKH}t=P!pKrOykJs{{U)I2nJhL%D3K6DrAmUl{MM1Qb_kniFW(t&)PJQxJaPesjDtb}xmUsaxTWD7CvTlZCMmRvaqUFL zB6P|esU0bcp|0jvHr9Ax3*J&+1saDNgf0M85wrRgbD-+D%{PyoG?e%dUl#)`(#l-h4UhVA@kxD z6w_M{l1js)9jJ{e>4oePy}F1Ykz^_dJQ^2cIy~ruvyK$2cVv(omd-Z+0PU=|X*)mm z_iL*|3S35ocvPMoo}0Vnpoy%E(6th#mb~AGK6o%C^W%jSN04@Ri~xo@)4~ zXq#%8k7IQMEwdgF(-@)$z{evcm>xstOW!oM?Rh*?JKRGdh?O8lk(C7c^Q{Eat=*y{ zMy(hnh+&bo-DrQXK{61w%BlwV%I)%~cweHvW$eqxZ^dDK6u>0*@+l*z1mhoERVB@- z;wmssc@A~I{=w7MUi0jz%z2(BIsEFz!pR|EEiF<%RZu@VUjrY^j!ya}q{+t}jmbmF zyR(Xl<4V4;?w;!2NOsE`x%N5MJGO{84` zIf_k=P6wR{re0lHz|f0kWo@!4ZA8s@jU+rFNn&bQX&PmX9Ap7O>I5PhNar!HJ*vM{ zyW@<3y;hkIM?LtFb-=`i0Du4q{2R!uw{dgQa{vxB^+C zCu6}N`eXK@ek5x6?lkBai~%gz^ZX{9N zpL_^lU%;;)nkOOc>e&6xhU#r z4L471Kp7*uj&P$t!yu2XNpR52z_(5F2>F(w#NL5^^*q*qnTZsH5bHx#K z^h;N!b88isMUvJDXO>B3cQYYU5UZ$OHDR;XYD1^FpIY>AHrk9kzn=J8+~ip74Xd+wbzO z1#x{gv8&!{bAy>&g!EDV{{Si$KHciq`c>wViq9?m&wVWJ+a!1cgb#6(@~N$dc8eH3 z6&S6X(a4s@Uj4#B=jB!U6{p*~NoRPp26{c6tScuzq`b_UOjQE8Z9sNo-6)^c=> z61Hk2x=k^_k~tV1m19mKYFRJrucv!I?r#tRVwpHyeQ`(JScy1z!8{}oM=*TFW$il; z_Dy(SLw79X7hoL%IA_L7IL{CmgTOj`JGt7>euW7m>iF!giy4*K74lm$++r=73`;kv7P4&-JRa+I>=Jt`h$K>fpR(R6M5xJ#ptjhY|6~ z4+{V|dG#RBPOK!$3~ibmW8Dci_E_m>g^n;wctJf480>CmQU3rcF@Zo>p=MN5zCSZp zx^=G|#8Ae$XJ7ywX<11f6XC9b!(;Y|7sV+D<g^I2=tj2?=eU9EVp3+#O#sdMG z+37Pubr^VLR~}&39Mf*u-3m&OM0Tmc$Yz->vVcw~=#X-zTqsaZb43o!=BHwlDI6lO zJ+jbacpC`3T@Eo_Lg@j?#?_kbJ)oA^m3oSp>4Qn5g2f59yOK5qPDrAyfre$rEb{WA zJ6CBfo%>4Z!;_y%iU}i;K_`0bPSM8IGey{)ZXFv{mK&nW9D_L<;MYg9)hzEL;6ZpI)ufhOx!ZJGYts{v~XG}jQFC8egXz5Qc5Bk&w=~6OZ0|S{g zjIz`&lM1uG4?@|dYuB>fK-Lr82vS0&nOE;)a0%&2;F3Ed`J4@O(>CiT@YD`?q-1FY zW+m+v!dZ#TaZE_v;}}i7jVwK-yJaMIAO;{|PfvQEf@Z7o-Zfi)@M%T1e-%iU+$UpM zZ~Vo6PB@f%AfhAHZ>7f+t@0SE{{S9DKg{^+t2Euw9dk`?6&tdOp;@MHzcZh9rrWSH z$O#NFk=L#d?MJ}=%w_q!exl2{C5d^+qvt?g-djebw4>!iNch_T9+h2uk09tiRciwF z&UyZ7O@6T;xxPo#V{~5%WarMV^sX5rb{$SdW#dqnk#UobFbVXn6}J>qaKVLB&nuBj zBve`qQ_1CFlYOGqQwQZ!DC7VX3mcfN5@sn(^3!jlAQ>DewkpU=ap6HbV;K6^t!{5;i-^isZbd~tEL@Rc zF&r7`Q1K_2p(mR82M95?dF6T3J>~EIlz&=O#-xrvDeo8}?nP?;9^bBssWz(7@wJV- z*8pengdu;`eLPm_To5N1et_SoT0`tdC=S}jh;iGtSGw+ zhW$V)(768qEUX1j9r^DRgD4olUh_Y-SB?Jw)|Y-Te2o-@T+edcA&8SKKlO3?3T$&T z6~bd9tjuvi%H^$r;=orRW|BGhU3i9heCg5xd%1xCh~or|jOB>>nhr~whL0R)2bc#R zrAu(wjd$2_4ZZ&W)`Tq@oxwB!eZPv!J@jY-us!U6Z?V{OG#>*u7cvj6H45>4-u1-nKYYQV9rQovkK8aNp{`GZ#P=4B-7xSF{JG<$4Q|oNjz0?z#5&e*v6uFi*YSX2 zlsM)9G<Amxvm@wtLd3645}5PBxLTsRcCW*5s98m zpCLe9_hfJ?0V}xMvAVd9$C!>?8RCx?ackQn~}Q%=M{`fLGnB*c#(Y6)$uQ~}~< z^5UajJ4Ig(TOZ75Y3?G8aw0+M1u+4W3N|6PB>iejZaJ@Qpt$}VQp~8zyBrfj&3Mej zDZuoo*5SM8h&~|dMt$iZH`iCqA7`$kalj;*)pB}lKUOuFySkq4cWDV_IEf#%4nEH?SBM}IsAVAJkC&cCD`>PsPRG~|?$ky=Cm9r6Xd66D z>w`{`AXRu9d}NwHm>_O*=4z~hNQ6oN36a+{LeC#}uqV)MLCZW=tBaYVgn#uME`GIB zb=tiq&futNZV2bxE=SamDK@>7lYJUwmJaNZ9(wOp{hac-Ljfh z3#3>`jz;f3`1S+$svGO=O6)iGh1~L!_zMsR$Zc3pBvGVswoy#rNW^)asA*?!y1N5L zT_{|f8WJ=e=Jm?i(u+>b>FKEJmNruoBbGoL2d6V#f3Wk*XDs@3@Cf0CRu=5Pb>q*6 z9eGzB(;hU|tlD|Ih?aCOCjJHD89Q&wJga-C_P)j+v<*7x96~s)U7L%IxQ7z*$Qzz# zp`_zzxXX(={j!3fp~0%%TUeILk=Bv9E+Gw?FC}ht8ame|Ob$hE?CGWQveb5#mv%&OMQ=F&0P4q_`-4vY z%97?@If5b+#oflZ1N|t~8}Wd4oqHwZ0p2!@9mf>|uir;yX)LlZ3W`airYUP|#I_Yi zcRZ_*{6Otj_LT2wYUj8FhG2g2{*>{>$(-3{qKGvFn&mF9)g7|n%2@gq~a?97@+*);f!$g$j9#|9*vE;w`09fu*lE1&A*vk}iV*T;%D8@4pJ z60a?VJ#tegrA9b=m28Y)b*c2_@8?uj1fGI`t1axL&8Qq$Qy=jF>NAi&xTf)CS=)TK z}j^$OE9i%7{UTv$hmobh8LjBLZuj$b{fiwmT=WeC|GRXz2c)Nyw}_mPf3 z^AsJ9oGnO@23I-G4%Kp$S~ir`8eKhvK&i&{E$phRRPapb+nkyoSkw$qmS#THF-JU@ z4{0?ti5O>p&a(PvV{f}rtS!c(#tSrT@O~%sAJ(p{w7E4KrJm)yDA{z!+~1eITWkHS zvh4PeEYY&bENXaCBal4_>H5`Qq)LtMMnAWf8g7Z&J9~QwqDPVl!#E78z_2`s^7+;G z!-aWKt|d8XT)&_l0Id9q9ulOURif-8m@K0i;^7$2v8l=YLmK^#i3BSmVYyXqsWQPQ zbqU=0bEI8a0`RHvVym>5ORZdsr{HjY^Kw4b&XLw#z&^)ef%oMZG#;}Hy{sl9z%n?9 z=10FucCU68=@A$(1ak7_R}oqXtp;#>JgD7+{?1Wy-J`MXNnmbmtr?|tE_mVK12K&A zB=SD{R{+8eCdaGQ!2$35vTPm+nmiszw^;jW9z1cJswr1`?)L$u`!bP4`k){C=8y4GNn`wtmdn zTw5$RcD?jrxP)ZwpE|T#9_AkN0Z$5|AOHXc-3OM{&8pGblf9R=_Y!@djgC$#w)W=k z;flv_VPEj$G-NHqrYQVIsP%gpoPVlr}1UX`e_vX(nB_O{}DZ_=FJ>d8y` zInTssR9F`y#16)>5t58C*0-M&3X5?be)9oXSyzRC9S=iWD5%%O$>4hAv5oo>t`S9f7!`#Exv1}s!ylbRq+6fq+A zf!i5w5uME=TSE)5nfQ)&%VwH|bNnd2f{OMH`X3d_aSjx6eX&+H(>s6`6Z4>=5)-%s zG<~Wu#!2}K7=t2fj(jMzsAc<7G~(Sn2m2^vjS& z<8xBgA>Fcm>hYr^hD1OP$~Y8#DUiT(iRY2F;VLjc)~`ypcEcl;Q{0SB+#{`L30ZPf zRqJ+8T1DT*31HacOq0Yz0uRudlG;Ud1($$y8KZA;C7v8?t-s6~4c0P3sm*GLcJ>LV zMvg-lC=L!m$D#a)rHVh{fx<`26(*$tYfy+IZ0tm<#17-7R>Ycw3QQ5k$iIY2aD9Vv z`qdLblb|ice+b&5;`OH_!sY-%vM@d*ZeY@PXUc(5!tMV6i*lrA3%JEx_N%q`TK1Wy zX|EhG+iB3WNFx~UGTAJBPTxub;SID5R1f9Is@_Jex>Pl@++#fJ&dhwNcE%g6dl*tG z1~3vnRU#3Q%Wjn)F@QJoHR!=DjJ#;PX>OJjKPPG zG=P@mVk3@y;}6JCxCM>~0*joE<@j-qB|f`~1S!b}JJ5#5j}Fv;oaVj425?4e+$3#G zLzIv?{&nUjJ05lALUtmgSOx*k^Z-VSAp22_^N~vY`H#}99dLQ#hwS`T-`h5#_I~0H z@D`8^@cPxZv1c8v!$y;LsKk_R5;o4ne6d>Nbm)nzR#p--;u)sk1K@H!DO_M>yg27f zl0=0#+?;!Jt&GRrNT~<$SOL&_)KNp2`{N*Nj|c*T8N8I4j>qn=l@tJmGZtIIcBpR3 zqI)JNNaO*kcu9&zjFI3aeuk_P;#j1}3ghWP->Utzx@@ul;Cu7@!Kj&0Ewq`Nh+&V& z)}qShV7TKT9B){yHbSlkt!lK{gDBr~(vHxcgRWXZENocyQhc&MsG%;|h#J=UqM%c&W`#a-!qF4$$}Dv>O@wvHEE z2xDSLM#W6QIMo{2NC1!t^Pof%6;Y3~p#K1>tFNvA z&QS->kGgz=gH%`K79cfM2pZz#5(rSi)3jFe$co`)Br(AIpwSvkP+3M~FW&AMcu#~d{{Y^j zzPDL>LvYRnZl{G=hQk17^UWI;m}y2@x+XYz*FE@=aIl><&XaWv?$3gG0(Rawijvk__aE)pgICbZmd^vbB3G&*w8*j6%BT;p(MHD2+AI1cc)KyHf9AMOH464O{4JryBcQVSvpde>80&gObjOXi5Ug?w!m5_7KBU1gH zmk-0R^5sCtXZyz$9AuugB>S<>+f-<{%>z1*!dsQO(`U4DLq`4L5O*2a6Q!919DgB)x^FVYCmJwqDF2Ml<*&)FV7X%Wkr%KN;c{Uu6&x2*M;0oa!(nLBOdhC zX)gRWqlPi}rN`teJ)r2aG{ROlA|c8m#fzrK+^_B^rW>s)jmCnV=QN1c5meHElO<*g%{c3s(uoDtM-&uZhnx$Nr> z(@!3cYVR8mKtZtL-<@fSb^5cPHa=TMQV@6v^F1oFP;M{1(ALwmy^PiSD+CRyMG#4p zI!O$H)cK70jMg&o8cCT@5_q~-Mc+p&i%yvhx^YIN@9)yDEQ0BlM&dxd{DTO%+z&HN z(X^@Zgj+naX9}3xK4zP%K`d8HE{SOY@p%JK<>=Nit+Ew%nr&)q;Vnx4?_o~ELZ^5svrAT~V3S%_2PgP5zX#9SznNDtvW zUn5l9Jbo1giS(--7fQafoL@K*!-Az-n+|`KMCyx$*>|oqwwi)V00$=+Je$&uu#(pL z6<1|hGvW+*NcN&8uw6pPdF;TBhO2+G?n&X2-DF|681SE-IoCR;+1~{gwq4q3p(F>q zaskf?HKDb+2@eiy8)s>#LO=Pb6-OjKA@w`eu(&Zs3pV{}6EC99`sq{?n#cB!RNz)Q zpJY0nmN<7_@#l{CTEp^EZuSP z+OZe9HmPLH^4h-&?pSUy=Urw^3Mj9#$_@c%&s=U#bwo)u?kl#q7e*j2|Z zbY(nFM+%1NfM$^W)jfLjp-__^MsTO{uC=cGIYIL5kkq>cs_E+g0B4L` zpac#bo9SCeELqPiQbiUPTP`AZQU*Np%B&I|^t<|*s&BQXo-^%JmUD_#* zc)Wodf4^$7D1%f5X5-G~ze?Qv6p#M^i(NSzh!-C=HHy^ZERm78%N+dcZSZzp8~eSs z#B2Wm?HY`q#M=+^J5(_*23P~N0evEO;w<=&N}VnPMYCe4?j7LNOodFGO_7cEu3I}Q z%lnbt+Q&pk8eLle+`!tZbq!M9cvK*8pa8^q0O zES51b$s9PYoIRXgLeXkxIX}kQyz_BIDHHJECy9>S%|Q*5h8bMZ0^5Zo5|veM0hS&` zjdU}a5O=VHmSZ9GITXKalORJMIx%33I0_W{ZN%;6c3y^x}l}O1~c-I-h6$Qr1 zccLQx>M3rC6Gt#W{0AU<^8M-{ zv_C5&o=ag!io|y^V4d)4XyCYWjnB@5)9x}HPD09zM~87%2`q>Eup8XfoWT%VOT&j` z9;T$=ScXhKwG0n&$AYUy$8#eN5fDS@DFJDw>S9P$CP!Hg+lpo4H-1U*sX3s+ zFA4)iMj`SnOnC`wh;0Dho*=kpsnsTyp}StD=34(XthW z_^4rlVO|*7i0PWL4_+}aVNQAV-<3gZTe}Ju3(OLCH9gFDwq_Z~2bZ-AXz41dp<+io z(-6zxVvtU|0x-kR$k6`)ZS|vd2-WSG9Ff!!&uXgfBmV%@lk%Ww;}<%BxkOb3K;|== zVxKAkFu}Ikii%GL{OR3=Q86o>@F{W!UUdf$Czz#do})AYE2u0_OjB@6j1f!@MnOAM z(C2U{0!weaqjJO*!S<)BFpG$Rf$L4Sl&p)lh&FReGlqZV z-*}#Wl{&6rI2#!LxN04856+SXJr@}!o);s-`O|oa+aEgdY<0)Zm=a)(&r0xR2PELs zPcR(n6De{)h#_E<0YcF>Dx|}s`fAH(6cRHQzgE;;)Ybt~0 zrw8&Pt3D~&jX$-Qah1R_7apO!U%f|CE=yKp2m_#?bwna~m}3Sq0Qvs_tsgiFc$DQ& z4-0|4X>@1)V1Bihw|&KEG|4tx0aFpl8VOjuAy=N@ ze8xX|4Vb;SW;i(LXt>$Co-F;{_n}Ve;{;*I-kKz1siaa&(@n}L5pl{Nh$s}JYjhsb4-veL2$=EDxM=u0yU~E%v#0 zcz|%rJ39MkZ_5>yccWZOV?r@pk&-!&I+Dq_8RKGjSqmn7#{U4Zro>BlqHO2z6GdBF zeV{VKjxJyxVD%q5-z#JgsID;;=`%9;if z)}D8AJgJ;mYbG*kYWk81;*C4hxnKF5*M)~hQ=IwiYl>S8 zOg7H-*M1m4^XRdMW+^1jz#qb+Z_I*gJio--1ALC51Ia82EVBrefFT!b4|-&x#bk~_ z3trBrY)OtB^Cb25s5HbEw`4gz#7n{lnX4T2T~?3qvFW>Z9At(uoe!x7Dj_5T1dt^Kx{ z90LlR0Dp#)QH(Ekir6KAEP4T3DC&+`P087f)$J_%J)>MsfjiL|CC7-2bQtPM0=S+1 z!`xgu$k{A&U4P>3$o|ZN&H_V9_$&Sh*ChV{+~1XPmKklg%_m5xtJvsAmojLAJgK(P zo@b|>OcN{s^Q@aUN|ANhSopOF$OmF8v*}C>Tqe1X!y9#m; z8Sn;9der=GTPfvHYAlZ86p?&b$?H`&)`S8SRl|MS8b#te)(qJcw)R{t#>xdy>-Ub@ zlrX?ZF`hiHLOE8WRG2{vaP!4bXgW-qma-J*6E-9{F(R(QKg_7z(gP2r1{c6Xt6Tzxj8%yO9Nf_Uce5X(M?L=zU zmtCHnB(^Orqo25XW61v1Pm@-RsywNN*=aU*JUkJOF06MoE~bH?8{}kz^rzX)4g3M4 zY~*L2;+b^>kw)1drZbbsde=4V+L9vD^<=S>+guO;I95D}=~@`>?OqN%rg_#7&km@iWcK8naR*%>%xxp$20RIiASBHmSEPC0IThf0e~y|vWs1oo0~A=vaF`5K%6 zxy26sjaQ+dV0gZi)(auQ0-Yh@1fFM=L&d_pS?9`uG-Ey|n9^Gm3JT$z`uK%oEr@%i z3&<1s5B05g#d1+>=ii6Bc=PL!MPfABcJB|9AJA7`AL4Rm>@w#a+5^5fKRVL3g6vR?PYCJ){? zHL%bm&Yv2c@mMbS2K}o|+5JJ*H9|d`-=%4Z(=g2&iL6n`a?N^E820-(ziUV3YW?`p+3TiwY+BgiS3$95oZi%ZX!)fFhq#%bB(GSS!Q+E1r;-y z3}=gkkA77nCy!{9kgY8 z#cZd5O&Db$ZaxyVs14)^k$oSu2m&M z4m0K}Mq-Q0SYrU^3^{YDIHO&WGf>(jZiL3xI@04f9zsRe5$F0CNW0;e;vq3vW>K*bt7j!n6uuVfKKr8Ax}fG9g@9#+hQ zhZMxg=iUhc`=vyL%8Vc^nFygl%9P?B6O#mh6%uU6& zgw<9T`Ka>*vPRwFvIQK8&(fg#GWi;wLrCCZan7By9(3TPhH!p# zCW@G^5mnq{JpCvEZ2%Fk^LU2dqJ?q!`B7HILXvj@m9hCy^REk)Ba;zG2>4DmJ7SxF z8vy6tpVJhmxW}C^Bks%n>;cxKi2@DBFDiE`a^SY-YA6Qebp+DzjvpgW!s8ya*1#Oa z0wR!jx89LHb~(i%KC}$F>}P1^?7p)WrEdz%(PS9euow}7DDK;K%ImedlHOce zTiUWJs)&g^v&^1+>oo%RkHEW@6+Nm6P7gE7-n4_h$zc*_fk_w*xTx>X7LhNUWnVur zL`bLXz%V>Ycc@B~u%u_Ovj2gGnrW{~&s{8O{hSukYX<}X@{vomb zDqS(LAm0^=(=F{AOIHmDInLaTL&Qvyadiqn&!#{9(@Uq3zz8FidP2Sb0EFO?gYrM? zRzY2Rg>CR^n)vfM6?3Cn_x+dD=L2}AkAEO|hxDpqRA)S^ zS=gIrx$Jjn)C{V`l6=*H{RLuc=*_9d0jqs2fh&#A=~W7#N_NKebEIz|8vsw0XozN- zz$uGk&z&TgGUo&Cf&T#9)cY`1cE|)A`qWZ@CiKQR^W4++NDb=lTj!5Dqr4mKS9jaz zm(Hm!*yjZ8?^GmLNH^Hlo8i=0p88%9vPT#vq01lXS((mGD___o5$MxMbHyy}^iULj z^)c+JbXr7K=Udd-NFq4x;Zw{FnUCg0PC~gVoFtA|-y)l!#2Q^p54`s|IR60jYeU^6 zfy=8lLy$cOLHgE_dm>9jn)In*+3iB$k{NB=hab#*Bl9)KTyU`ikl0sC?X}du`CeG0 z-;P+HIY!smROuHC!Rs`t3KL9lE}BP3`cZ=Wdo4UG4;&=M=XI2yu8(i38+Z!rF90ppU2U| z54@Dg+&nQ${KJI%ia-R-nF;fz$UJM0ok+lOZBBGNDsjwEQ8aNgNS)ZpY+!ks?wyOV zYi$+?RAKl6ljY}J)8WpB`lhQCoCTwYp4(@ocbzv)7M6>V$W|F$x;k*im4skK&? zU{zM9jY9mu#}OdnKBuKvUEGLm&k4Y)?IBFTu4O0qryvp2r7Ur_YdLX^lUeEUTgbdB zI8WUGRjhG^Tz~)uqeMcg;1W<1k4iBVaDbV>-<@=%aW`Xli5*W4=7P9UDdTg(g_W>+ zfI#|DjI2Q$sm?R!QQW5-FNGYizWqNs7$c1QT)QobB4uu-5<(aThD8SDD0Q*;0bXT@^K;#8E zETm&@mC=v*oO%BMnO>2xz+PAs$zo(uPYA0GG8K3bpXC|)Q?DRi6Od1!>s)e2Y+j6o z{0%AMeaAsp9g?+JEpKIB9`l6|Ha7s|pU_k8ZMHm03H>SBKqxL0WQ?id^Q*$YVl)2$ z0AA9L{{T+8w^9IfDe?g1*9BOMT)AFLkWZ1#cb!>@GfHr&!0vb7V1IhzZ5qV`XJ(L= zVdd8q)03l{2sCNk+zt?WbE9mOv#Op-Fn+ZOj4Bs9_4-koVyT%6X9SSgu4x@`GTJef{G6~_`zB6g#+tzP>~Y}i~$7EbCnQ}R1jxp4E^?86>zI%jB0SXluq zqNGUe<0p09IR)HcjAXL3}FPR?sH=(nO|C8BMmi=&V0T~f;K8|z5!ZCpHVG7WKJ<+4uX z@~szPwezIi{hsB|*(N*h{o8*x^`kx>O4nn-my4&-(WD$^nZv}yo=Pw(M?64qkU`v3 zcP+sm3iGc#?lJ!W6kQKzU7rUMBCo$%<`xp<;GYj#=sy=6N2A3EJfs=-#%r3|FbZ;i z-u2goey1LH`xc7b>?nGYe_DO!8s0ZNz~E|&P9fp|@==`AZ(k9R4$N~}8IpEyR=Lr2 z9{Sbx&xv!hdRJ)dhi-K1>v5Sxa$s>I>_u>r+%69IZgpwdy+N$C*c|=I08$Ur^{JjU zC1qpC;^_JzdqZN;llF+PI`In1_LsIuj%{?6`%S_AL6EdG(pn~%*G&X$Q40aUH*9VB z)^bag(sUB66{fk&uOQ}gx63Cr%%YCQ%=c<_JFf8kuP-}vX3joUnz$rekauT0nv(9| z+)nd55=qA9ykj$PAm26Al^jxhnH(g;!fVq@#B<~+bpok7Mn4J0MFlJEjMWj)p}3oG zI=IuCXd~|uQl}dM)~alkOsX3g=T_3pkj287EJxCsC6-qGq_~8R@*vp$U8>F=(plXV zRt%4vfae%Hb*yVh(sMYd&-=}2rqK@^SxaY`A4+5mh3iDPR*dm09kaDV86e&eN0kG5yJC!uhjaiK80$h_ebY?=Pa}U99V!c{ z4YkY@jAM&|h&b5)0PR!C4;dzf)FTpF6~Jz#bBy4Ee=O6IwMAo>2_|~>c&5}*qbVaI z6Xq1{gIjGT=*euEJ30nmV_1pIaKr_qYLOfe6k@cx4BT2>y92y=1KTxrxP8q&WO@sA=!Z(JeT*PT@xO|0q)7+PzgOc)0W~vvw$Qh}$2_ zK=D!c-WVOR$xT!D=gfU-QYhgA7})JzEy8j+P{u+?#wi(zHFhA5B6EsD2_9G-DlQ@h z)ZlQVJp8BuPrfNeRP(^5vvF-s;XFJFT|d__sWMt7XaYc9Klab^oF^th=!@z`d zPJ4g8nEF$TrVUyxu3r!hhlo%yWJn0MtLvRh69FN<6wDLL6CwGCWUn#+*Y%( z1NVPnV_m$?2&!vg!6{Z7@~mHFn(ZCUnn)_(E4c?Pd_2?vXa_2r7s-3%5q*pMSOJ?nefXbe4`vGZuV z!avMO{p$fM5UfWq39g%Fzh$(xw_J|y6kLIvU=QAil_A}dJaOIJZbY|oV?IlTAEhRs zzh=5+&dr>7e7EQ9Xr9VMv37RLhXaWVpHf(oX}ZWfWwW+JY}m-<^rnesW47bI?99x# zJ=BRI`5b=r&Sn|hZ(TFAF$V13qP)n3w)VmOtCTpRo%Qm7RMGp2^gy$!%VjqcY1m7rQ9r_6Um0-^q>IrDF=5X57(t4 z0$`pkzlPjER8fO#s+2n(EN@e*ELyuOj|_`~Ki|%fz}32)vC@pvppQ`1ZEfb0xrSL% zHh<*=fK3Dw#=snac0P3c;dVGabPXR=c4M?oSE~{m@P`T)bV;-N{vl z-CjqiUj2?4IEOhnPu*WHon6Hbfkwj|y=yJloiYnCaQ5vaf>}#G82Qw|oG{|`UuyD!B6n|s4?VpoSXr&)XdLH&Wl8F%`c{S^ zh89YSmrjAtDwV_;k!n5N%vWiI?G5agOeK6ULuBKma3{{U!qAbwxH zQ>ugSnzq+Ji>OLla%5tDrmH~1AKJMj?Vf~VNe*whPKa>to^;k3!1~m@AcO5tU$blQ zqC`zixXw6=s6IrB>|8+U>~MbR9I>5^aleLe8D?%1fW<*RM>~G?*0iaNwvnrhj!o~l zuAE=Q=}fjOBvH2r#se;TQrr^4x#V<3l^615 zhyuN#Cl7lgjPXdI4?r{f)t!ckaj40Z0V2-wu-oP5UcZLk&gNLHhk_x)#K(4FwolBT zrCu02vNPn59wtk)v#eS@eh-!;i~1pwo2BbFw**JxD9Xo?3;B2SiZ1#&%A ziJ9}|ztsN#O4eq0ftk4DPzNEf^s5~qLrlrgkVOFs@saITT3WEU#zN#^obu~j-LtQ# zme)>J8B6Wm5aoGt=025s+1r74p{2MvD$T@m^!$xyr$1|3g-~z_FaA=wC+aB9z}z3S zT-%e#BM+Ftt>SZJ>6u>GNpN+yj_HZ+{{V)g$PI_(KuaK&2#X&Q_#5TO{V`h)iJD({ ziG2{<9v8ssIUl8ABb9=cVh(U?YSGN3>_>|muGp_AAQDGfkv9V%5!RZ@%1;h4<(jlh zLxO^FwI~EJ^s zpVt+EfZ$`y3fFvDpS;#ULzLkle2za+St!5(iRb|zTGtx=OmlxC%TAOmlOZ5@Fe*F7 z;)9xTQ%A;DY)KD5hkxK0mRRZ#INpFSf^ z63(63y+iv~vdT%_f`;@VhJQ-ScAE8_Bu8xUWmD>E%duIv(x;8i6plQ4{{XyJPg=SA zMdO7&5a$QXX0cJ((J6kQEOUYW%^7Jwb;Q`tRDqvb4cEpoN@T)q(zG!mx{$PllewYJ z zRP_}~>1?C!xju%Og;wH($PbYe)1ftMXHvJ8JD65jm^wJfBdrkzMK{4P|h) z^S2BW91rj}^fk6eDr=%Lv~tcoS!WC2Q6)pif=K@WFFLM*P9^3jfccE^KM2P^DjFmz z-NA?ecEv?>atIX-oQd6K9IzV#X=i^9cFiP)S4zGtXB8B=RpQ2R(-k$w@5DC6K_*xN zGmf=FD^=U<{oCX;WTrW7ovTsVDOP(HiMgX}ed{lO;M5fcLp*sWp(FhbS@ve_q1MvZ zh;U5{Z~i60{pu&tv^zCtF{3Ft+hTmG#?^|%H~_{uRdkAbphuSUW{)IdJ_Z;fvXeGQ zH@%Y{AZlowH#$Y&Bc2DXF&R;^4M-F4E^~uTmBe|)M)R`(6dI3qZTG675lJy-P){b< zR0v!@6EEdN@PjrK0BO;wEJK|83Ir+vjOTiqMewNhsQ3Vr1AK2%9mmg=CNwisY-#hH z@sozfxO98A<@_cem0)|;{(2+O*~@#B9NL@_0q2}jnB(HwN>z?O{X#?Op#>Rj=jKt?S9+aU; z+a{C%t+v(fe7gDcpa!=1#U=^oigOYNDrPgDbO4QtBFKi~SLOS1KdlbK(`uH_`^*Em z2Oj+>0@BY9Ys7yF;P2L%95c<1<_RP`j{*~0--DA|O=qZC&lFE0NVB1I1n{uI{Kw~8 zwJ~I(DzBgzsGpGF>W$&z^IWXq`Y3B{f4G?pO*A=R;{+AleqW_lU8&4BESw_aiPzL| z99I7T;#HH|Pxi}n1*MIlC(AsK>s3DzG*P8#dK8dg#Fl~vBl*|FfBmEMryQL2Ws@HV zMP8P`fC~>?+24nHs+^3FX|XQANWu55U&0Ha4{TWpz@7pC^%a$Wybkqu@a3`FivmtEPw82+ zM0>XohY7+?SbtbQdg4{Y@fxyT6r0JUnrOB;_o^s0$0(^+hU zobtyy@{z{mpDuqoTQJ-s<_7f|60ac1N(B;_Np6} zCpiOp7~&2i@1>3*{{S*YPpJaBZS#oISIz)akB}z0&W#s;u2@B!2Dwb1W1rf(7Of*L znQ%AWDH}ZxhKTez7QL3d;L>bW!67YU3;^rG4L`Jo3y2Y+h(>T#fE>Y~w7lC`K^Pe# zB?tb|M#$oONmG*m2>DQuo6(xo5L{^2h@-?{kxqZgYm+AUK7iL?kpjHP2Z7fI!-3)l z>s*F3z`^J-S>-PfO{-!-yy=5S~U{{V+@4FG66Z3@M#E!0E!cM2v`=bnF_YPwk3{__y! zxKk$`FgK$0O-d{663W=2Gh36HI&hw!T060ptnppUtCFgq4@~YUh@wXXV;IK9o7V=P ze-XFTWsHn(UW{e;q%%|S=d|tFPSD3RrH!S)?ygjHUXAV#<(dQH2WZ=0?KJm_%wmpC z829`D?fMh*s+k*&vOTGjM1(0_pBQ7FepFJsE0d}|j_k9>bm&?TjqB^n$~k#Ixw=X#yaiWn-va1JAf_A&+rS?3A6?Y26f#7FJV_P3V0hP91fz zj7YAmzCieg=S!nFgS7_$k>22A$bvs=*&OorY<1{X?@g8ij~K#}=hCP@{4d0AX4D9i z$s@{*{dcQPS5>#uRjzLG(ZId)D)V3n!1jgfk1@cQ%=vdT)h znd6LKXA!=&lEVIbSx1UF3VgxECPOa&07@fPx%*x0mkxY#Ib**vNi--J8U00c#_MJ> z??Ph-kQDIV+fz;$W3R1yA#uL-WRfT>PpwI~2N?QPg2MJYQFkS*%WT^$rZN=yZ(1*g z`aF83zr}e8lG+&A_fk=tBLMW|Nynv3rjoI!w&=>|11x>FrtZ!%3G^G9-gcL=?XK!K zH<}C(Ewp$=;qZx=ed4`7ew7zwdlh|c+Dm5DAyk4OWyoN_u;dTx@~r-N@v{CYT^Ie0 z?0vP4lJe?sMAx=w{N zqj1k~rYKjL+-`nDf2Cr+86=WRsa%B0@T5TJmdsD;D+Jqwr2U(ul#)h2;wUZJCWxGs zL>|P9)!rD0<(IyKHn}mah!Wq!=pT%whxdWAk&q% zKBAacBn79+o!fwUVyw(2*ZZO~jm=GO5fPaI93jG;_xgOQ2#zg*#^t%x-RngYMaD#I z!HSNga{XzcGe>)<3k?F=I2-u$D;D%qx9wT1XDoTsh57wFzogeWT+n{VzgkWZX2QdJ1jqAe$rApmNrYi9_ zkfZ|MC=hXjjN|KD?H=WCH0yczvR*Jxzaw1w>7kQ>M1*jjN0n-O8!`UJRonP-GW@fe z(;sG8R;<-Pcu$oR3l3QWJx?mHhEm()=8A-?95DmWHL=V}vW6@>#BKio0j9C#lR-l@ zu$j`@IS_Gf*w~t$Tf2CoFC!M=IM`AcmjHCAGF5;BpEF*X?VNuBbGCdVJ$Vz#gt<$H zlV-wh2xsNx%AJmf>mxRtd?SuG3=b{3{#99VIkD7q?L)jh+*ccqFh&g?Vqs#OWIIL= z7YN;l^{nQ<#~qY*?4^WrIOERP>G@#PGe{k7Cd>#y$i~$)5e^_ikTKG!I~{s84$j)j z=fqPD=tjn_E!?ESHE$0*Rt;IuofcN(h;!sBP=IVrMFQ`YIH|Hv-cj|YAsnLY7*uFW zWT@Jt!eHfhrmUPK@F>BiNXLxj&IU#fbBbGJ+jhwn9O&&ae)NIEjvUmstBCh(lS~O0 zb|##58O9fBEKDEt$)ZfnEO5XPRe($q#V{SPWYnykbsyzcS zrUUqQ`O+Aq1XQYx=YdY(Z2js(ArT&?o)a9ZRSKtiWYZ!X4d@VzNZUB5%jc~|&RFeE zNSU{wV&i>}N-E^@Tn=NOwM3B)HBPKR$){YL$Z&SzC-$Vl4P4@vfQ%nH@}~QmdgCBs zmiCy&&Jy z6r=)004ES97|*pJ+omb!0CK_frsIn{<1_%wbiZ-a3Pr)y|}P{BV9r6Ax&wQk9RA# zJo#5Hb+gd%UB-gDb8iH?Ezf#DQ5kUFL=1|>_NMJMUxxN`Gk+G=dm zXljd*-m<65nf)s@HkRYzboV>>u49mo@Z^u&Rbc4L%kGSRnI`=4j+LRZknpZ>Mtas_ z!0=7O&a_r;LhW6PqlQCS3{Xe0+roZZRdveci4}JPsfEKP!P^-=wNZQmOmVQPC3aS} zIJY}hhh*maFKaZpl;8=1@9S0a;JL*$8Kas88x@gGe7C4&qgC-ge%ap~{nt^CWLmG% zPlz3jKelt5uG3!2pS>vn`Qrojrs+cryNqM$P9kQK1_Cb#&PURir#yHh^6TkNw;-Vd zBO@Z4un)FyM)~xrAgk0i83gmH8-~dw=C3slKp%RexW;*m`cTIdP1(>}w0dd`W9i5c6E!njk&Y&uhJ*M&|o%cn}J6DZi?^cj$V z;~VqFaz8^{o_PDaxs&;2W%@C$yMCNVBm{9rLvPS^u3N9g_FaDZ2I)JHe8D*%t!0;@ z@%92f{wnswgJe|IL~wVKD2#Cub_1j6Ctn^TkPjexqUg+i*Rz#f%; zv5w_Na!021Ks=@iC4e5Z71ITBNB|lokKsEIcdGqrV;n6g$>H4XOa;=|@j8Rai2Ti3 zgf6SZIQ)Ry6-%V#N5

BNoq*&nmfxi4IhpW2vOU7=2zAk51K@QI8u)20sq_{{Z_{ z%5R`ClE;%X0rIZxE}YjL<+^0|uAzt@%oiu}u0z{9HnyB62nv%lDZ)AM<0tbK&yiX? zFiM%8xA9B)*NEad8;Y7Z!bv7FR8&X_93#%MHfKWkB^;L;`r5|fR!~C|)0xlZ`d830 zT1GUMhR!{ml?!!Yoy~mP@SjtcOYJ?pkVYhD@Hc~tg?N`I_VzXOWx8tfagwpytcnK% zAG!yYE2AIrIdiYreys>dofG5`SQ101T13ZB-SEx5oVB;)2O{h5@4=#VA>Eb{d^^(AhWT^fG=$2Ez8Hf6!}*`iy1mYoszGS+T3m4>9h5f-HI40@mk*|2*=p9ZHx;lE zw+I9MYLjl})p{q^8rKA_WOi}()QuxT{r!!|Y`U=ioi zxvHdhH*pyU@ViYP1_u&?Gwr|WL?97%o>$HmHsc@kxCinkg}InRsp+>Xo+bn^_ZUCD z8K@_9dlaC3@cH%01XiXJdoQ&;A#N_Ni{YWUvoK-50|T7?hvim3VP4Q%*~ND$7LlNN z6%ISb#@qRGrd&EbnJ>6uzG^!w?LSgCcJ^0;y0?{DR*dkDA1wK7cNG~^?GuTvnPq*X zX|`Hr+S=G#2*eHHC;(%Ff#;HOy=Lrw8p9@*9`f!;uN-8B#|nBMKYxEJ*j+^(%ofr- zyfH-UCkQwWLD(Nn!S}@zB=H;Hvj@wR?-_HrT!H%j^@5z2OxeOOvpaX#EgEYpXf5DK znH)3Br184%wtaTrr3l@F(-X9*EHMFT6hO%lVpPeUx%9^P^Q~Ql<+bF~{hh-IBq--O z96%4!gIldCS#K;p*BeMYQ~v-HbDm)Sn;o{Joc_e&AEIW8(^9Z_SyD?^UK|0j-2VrM<+g65cQZARPS%tpj=5j?SA% zwHa<8nt0dvYA|F3jldki{**>7^t3k7XQfKE_SV)BppI05OCZ7E*bV-9sqAhfxx2XI zLa7^YBN2`~4bQfA`5NcFneC)j{iMCU)eCo5Dxi03#ogmL81liXHJ^y`uB5W*u`k&W z5#7kRGJ2eDD_`;FeG&4;yC&^PxU$qP_04;PrLiev06Q_?g#PFKC|`u^$3ebhvNZk^ z=nwBZGm^=O3kKHE2KLnfhk79h zv$z0M8iosZF`SI!Zn&sssH>C~bJxJ1-?M$NGHm?7liEHIaNgwA{h{=$OKfdw+tkno747nAoImWtNb0&2+63>vu;WDsY&2m=71Z)9Ha|~ zm)ud7*8@v|+CDDm^9sjrS_rvglggdnESBvXZ;;&m1vQ~HX0J)PH+G9GbF&O?L-YK$ zqnU1aBWU~1Eck(wAdjVGyA3kH!6uL-Ql1>QAbJ|;159uSh!M{q)v3qZF?gik>WWQ7 zVn9}9&mMR(#{<~=(Qw+UMf^;;{{R=I9VLTy+YLBl_K&eBW& z0I4H!AFUqOXOZWM)fv(wHx{vIOi6wC)z35^>@PJO+4`D{M zgtkDT^$sS}Zd7obCUAZE(r9Z%m%@wSVY{+p_Z�(CmLPTh9W#WPRdreXEyzH34;* zW#S4#@bKrJPx@C#FXKb&T>j3FMbuw%p4h&CArWsUQ*nRc_L>cH7rnoGDS}q0dl{c05UjKa~sp~ zkJ_Bf0N)iHj7ZHf9*vKE#j)WTsODgksLzK0R3`Bw;!v#4amtz{Gw~N*6P)aNRE#%^ z0~>E%4~mEkflpD^n2AFIy)#SajDu02-<3&`!;EiC4*<)8)bK`m=h~HcctFS}%Dhw! zu|OW%dPA}D>s~54?MS&G<1_&7EQ}q6Cd3~)@fkav>%IHQ^&q%jM(&37eEB=T-sjg9K#4{+t;s^5I_O7My-D8_hj&>xixNPUo zJpP!hGc8%w;=kI4{9l-Nc5tcY%-HrA{p&}e*h4pE;IgU0j z{klT@$;lqMqcpyak-Z(;ojo8LZTxuu0FSj^!32onqx8B2JVdOKM`cq3l`!wf(GZBs+p40{Ff^at&+|+@{7;Fq=Q1Z8g z`tzzJ4ny8#pDpW}{6LLYv`p&2mx&7ic@PNwg>;*VBZ@g>m6Z_`voSjXT%)vFit2jA z*GQZ(u>n;704NwATFWm*b@Tgq`fzPrADSL`!Ym>4leeI5`x63KPdWJMT`B@^s|5$gH5oC-qIzEDhT6^ISS<;1+10z`@6|@OKWYI^elg% zHP`g3R+dk-&M}dMPa)@4gjm>Fv=;nBh>~)~tl^OwJ{BMlIpENIZyyL5!P|N>y-=Bu zZ_^Y2*HWX2j~BI9YUmHksBR@zz$XJaz@Q3!K3Qd6Joq2*9f;}m zt6e_y@po4Tg}QpxWrBB56glv_V0vbbSk~ee99Up7q;mvvrUllW!ycrvNK_$hzH5Q` z;<>lPe#qR#+EhK>Eu`X`h@9|w=h*eFrLEMEs|mbBa>rUc>5Z+zZm;edXl;Wcqn(Zh zNj`svYR+-AYmRi!p8n2F?28(B3xxomT;u6g;1bMv6*;by{hMnoV#eZ8!}h0|c4qL5 z9xP`(fX#FLVg%QcSh%W}-BH&}p~K0Z8Y=h8tk>{cGt6yIF4E z!?TT~jDTX5&H)(m=U*`C@U+q>Q-Z8MzwZ^>J|D5v^t)>@ku+q&c)2bQ^sRBdQHEuE zH;_v`^0VJOf;Jz+jSmMGnf4Vegp8N+Tb>R8phi<+fz#KYI%T+;;_0Dqq9UV)Ozv0i zfm0h8BDhPWGZsURCVYZ3!gl%AhcKG+ymmZMNx>j-z}W)_ezXLZJ@g|f8cK2eWgH-q zIX98@qI*hspoT04F8qnx%lDzxU80iQGDWZvFc{)qp!44w(_H`wyT8-qX#3e!mu?c- z6g9@V-@`0gjjVE^UL3EMe2p8d#~MN;67flrjB-3!#t+bn&*~&a3pT(3!-_i^(aQT@ zX=`t;O%0JE34tq-jvS2R>J3pq;U^>kjP>cYUiRJ>j`5~Zw-IrUnK{L0i>l1tPlL5{ z%~LyZyNMnD01HKGROh+53+_MJtE>1{NKt{^cu3E^P`~jlPZmds2|l3j`c|4-PvEEr zJYW0OM8__JHF+_jOm`o^aDDhqa{F239AX(HPVjKJRv<9)K4QA1%p&f>SQ}v?5$%y& ztlPb{%&;~@k-0(#oo^nFciCw+yQ<4zmUCXp_R-^pGmWv!etT3&tKX%|TpO#7_^%5| z#(0YPXUd@Nr(ST%Jva?Cu|xbtbsnl}m3j+dHkz&E9Aet)XnWtk!68uI^{e<>q{XP} zQ|cF7ES97M2Yk8TKOy?oD}h@ibL&Rwnzi6jg;|e~N z42j~wIR~CTA-48x87-0+9|f1#YY)Ver~G@JAGKG2ifpAbm-!M9jmMbMIT| zpk(X>L#x}uzasobx%2dm@GY_q&DoW+xIw;PhwH#k>sWnT4R%L@&|HvV`g`c@d;*}g^kqPiyFc2l-fhZW{gCBbaqe@cd2o0i{^ z>r$yJA1$4*D`a!B5ZRH~jEv%}6%tDr*Stv26AZS)klKJ%01|oTrpRkHJLMz|`BnNO z*ma=`#e?@S7anvnY|ib?bB}yfdUVR}-{mLfXoXPrx!VPfbLmpcOpaKy98oXcVg@VS z(w1ahfx!9F!6yyRdUpt?>UmRp;S6JlW=!~Z^`t*R7Z9pxSRj^Z$k_4#f2{?;qrd;P62C0MyMg|6Gd!|)jiPET&LlI&y zeQC)MP&3Y(6J{WDwMrW&enNm8G00b?*)iuxj0<>2%+kxtbAdn*TuMSLYxkRKidJOG z41z}p_UdcL#Qp4tg-0)1nH@+n@Uh2JNCRvUR@_G0DBiT1S86BIqex1dh!h)L|1_wpF=<%pW6FU8I~xdKHF1fPQR$ zrDXdxs>`O{g#@}0hEjRfk5jvb{_M#a$T6V79FL1?m`0{vN%DX+Y@qQ+g0JQMDblYT zS>WQv`AvwXBt|2|oV>iMSo}Ognz!X$rx6qlk;2F4X`{{Uv(BJKPlOM6t07%!3G zIO*1(8j!3c!zoe^uGBC^Cu1fsYl;+~5MlXe_O7LAFnHrv=2#GGj%n`E>Xz<=A@5gz zAV>zf)DtLTvI1O?Lv%d{rE*Esj+Ct$ds0ZxL%k5&4YDw3OFiNk=6O*EanA;t6CKCI zb6zAa?M!kMXMBokl241RQ6nZXg6ABD^p=N-JSVL>Rel*s0FNq5RpDPM03Z*}osr8F z#5f~6(zD@M`2uQaXC&=x-Tu3D!0p~2)~awn*`qayJIm=T!`P|fsaB?fbcQs?B=sK3D;cTqtlRt}x1L|seEh`~~xRh^-nH$AhO$XtP z!+_eQ>~Sd>?%`6*etfC@tn4IK7NX-yl1UX*7FRhw^m9S+%B;laKX+=7V5rHcxLIEe zF}^BQ#xdtsW;)0cx2A3sqzG+Co*a`qe zEsgrqNdR-D&NrsM1%!hGof`$i&V1F6Mobl%m+qjoOp!A>sj zCH@!#@Rb0cs5O*Bhsfw@ZtyN(kmCyY&(4!dT4s=&j?vM64ryyQf2c~MiYD&Y(Bn1I zbB*hq{3q0AU0UN!XUs2dXI1iGz!UQa@~(@T(Z;l8c5t5CAh+#iryAjax|1I>pWeNs zV3h=Bto|)&$z|HPBt{s!L2yTrIS2Dx{OYSm1mIB-GVUN2S6q?Aig)wLptT0b<_V*L zD?SG?7eD%qS88l{a!BV^h-jy|Vq1D1<%ikAjO3mDYI#|Tob>BViaz?{+A@CpfphOt z%SP9?=tpNeHcm74MhEJqs5HFsE)L?gpBJM`drcnM7=H>E0B5I!e#WvIQ}DmtrvXUQ zAsx=`!{O)UO_bs{&OA&`-t@5VZg6^e(`6t)*aQGh2h7!wQfdTvvTCky6rXyq)N_&! z^;;%-4rZm56HV9|PuTBc9F}ElpYbpHRi?V!I$?G6OXpZ5mTH03_ z?+{3*-=#sKxJ#)K##Mkg`O%lti<@YW@<^3^urWvp&Y)qsko0)QGvp8Y(3+O4E>{k@ zb>!3?)P;CKImSk4Ngs&jiwY;V99IChA-x)xYaB8pz9l&r{lx`nJTA;|F+<5O8}P3# zl!kgqLX&~)DDKQyE~(mmD$Y`&ZZ4xoEz5_CCq9@4tLH$jpl*EYd+=*ddA=iA%LxPQ zHqu{In{tjhuP?8^VG04-4KL_GD^`K-uqjuHxYkn}R3^B5WPbhc+i!NF0C(F8n`zKxWzvqb`_#{;hU zCy~MD?@qteNz-JwiYUQgd?cKW@%qpfCAArQ$ep5Sm^6{887CVMe^EqDWU|D{5l;DH zyAi)p=T>4Q7ZGb0lFA*zTO#hHee=2fMHzKv+}yz7*pL~UJo0cl3Zd+Dv)RX}Tg*$O zHw+P_1BvmoAE_CuJy5Hly10DsY=exi9(_E&S^x`OxQ&%#A&h~G7H=br51`FbPahHx zPD2B|OQ>Bn#LX*Uvz_=xC^IfH81L$7frj{v3PWTSKJg_-p8KEPuq)$3jBx?^*G2f6 zI4nfzk_>V#-3c2S=GL+v^NVsBxB347t#jo^UI(F%C}|lK;x}T$JnM0!r`j~=v&~ck zpD|bmaovmo#FB2^NFaYh^{u~WE`Q-r6OvRAeEn#~EbBp%caahf;Bz&VeKjtABwKM| zW03^pAH>QzeQ;}R&m4ef9QUl(ZCmVD8g8)wBkWfglLwq_vHt*mwYyr;%%086MKQXA z>P1NKK{QN{9BiyGL0yQ(KS~}W#~R3oD!?+Fa|WsIJ5Ve;OBR!PY-3sf0J@)xX3rsy ze2Vk9w)A&4k(KSwV;@Xsz0%d5&zqp!!Zz#FRDTNvwZ^S;V|xr!tg!Jfc$`=&cgL2- zx_R#Bg`#i@xGKZU9(Bf4$=ROPha3Ht;Hv<0l+F+2Yoi?8;^NFF1sN$Lt54aj7Gikx z>uj8pgvUA=`x~G$@qK{?<7HwxVyu#W@-=j9s{mAvqJ-3SWYg7NXs%>Za7-~5;q@R_ zI&!*9+M)7lIz&R1 z=of0{Qn;8N78{OPuASK(X4>;gvW8azSYZ*ee~4|L$W`Y~tqTKJu-!h^>fYQhc@P2j z92xTUtQTvcm2QOd6=Ni_V1>ux{)W0#&cY%%)9&rJI>-D$hlfqK;*Ws$hr~A@chBiu z*x&4Q&3>i=c+Yt52Ef;tvd0i(wp@KGThoPOoyp-MqLhEb!rpG#uA_~L2H8BS8<~u7 zGK_%37^!V!?^*=qibJ7@w-SNO;M1PXd%iK8jrsmmwz7z2E=VLDyuItv&J%@rvQMv_ zDky#95V0pAzz*hxXKs8z4?$14oIJT3;S_xZ0dq4J!quZE*(CR2SA=;`W?Y=}G~|Kh zdNvC*j|7e*K!I)AP)-!^9&}W4f}oC+lQ(+Y39^o7&(f5tnDN7aKIxzdVm>}0_fI-Y ziAXpYs8&wp!m%6Ir`+UjDS-wWSx0!=XO$dV_%bIB0_{QW2&1l;8-6aOMo+CE0I^;> zqEA6qYB5#%aKU#Y(ukJeAR$goFdYdd@yegND$>H{K&o8x{HmhI?=wH*qr}m!0`HBe zOglC{>adq2RxlyBs_&czrNyr)lzuY#^TSw-7+wC^7?JS2ET|4y7>2IFY|v+WaxPH#WC0 zT>|mK!^O`WS?BbuG9zd+qUo*20&?X>44u4%P{T4?%*$^!2y(a`eQMIy_%=J#&rT%% zl+a5-1$;a2NC%a9WR37u`JP8=epMH9y-@)7X#K-wuuBYYQd+50!8yeZbuzN3X6Gj{ zM_Q-|bIym*Biympq10p%X}2<;!y9AiQ#an_ng_IJhe5pa?#(Y_IThPxcRsZiYDKE`L{n>#HqDQ{6viY)KtR(gJksNWDREhTaM*xTz)!oG^|p?Oo)a({Z)>Aw%| zrNdubM-cu*-2VVd(`mhl)9nB+4-LHLmFme8Q3;|#ht266(F>f z9Qf6N@eT98QN4NACQM5hE9^ijeU3jW3pwP39=lR!0{}4g%>`MQ?RQ|Iyhpmx#|->l zD1!nIsIGN$Yc-U{E120GP6%O&?aAJ6hkPG8sqH?89obtyyIfU$&8%jh}&RDj(4COloM<2`iu{{Z%ux{fQAd>oM@*HlVKd90c^ z^X3>aA5YS{t!l_QH^z{E^E4atv`xS2YR+jnR@m>-uYN5~w;ivQMo)7baUXCpfBmYV zwUY-ij$HFfAo?v{V7DsWOhkTk72_5@Be#_~oT&~<=Z6CnCDiNz^F4g3$sxF5o)kOO zL78WSftFTQA1X#5vELb@G}nsXRJ6F90|as@ll-~fqy39Uzv7^{lKRT+l>M6G);oV0$n+ zWH@Z^K*DaN;_FZYwI|-%h|{1;o3xGFg$dly1O&D)3CHC~2Mu59nrVtSf~;pg6?NDj ze=4hzEM_@J3l2t#0kHu05til5*Hic%D7AxE)FMIl$(}oSoyUPA9wt8d#@?08Z7n99 z(kNGnRiU0~iiD07hu+E5s1Li2Siudd=0uI+}|@Noa=(0g;S(Q8F=IdfBp9 zFmJ`v!f6brpGlI+B$jUNgN=%L)w)~Wi0$LKdt>3^#EMG=9SNggXe70^hT|R>#KS(7 z9n8_oc@w$9J)@KDO4w0XX{5Y2t8r-@J?y3AEhCpw#~It$3L5K8o_4yLc_V2dZx|c# zbtbMXrL<<1tr_3CQb~P+k^mp2F`Ns#wHW^ZiC}{p@=TNY(*l;~NKhDyg?9x<3a-N= zIX+ueHmBTo#Vtb^!RE)ESzlc{+ucrciKYlJd4&i4Dw1rm0F%OLfkoR0KGUPm9ycgL zlje4=M-wz)qiw)*pO~)It3cCR;x^$ShX@<{n&q9P(VD{P%6OL`k8k&i%OTN))1yCe zgCl@>hZC z&d;nD@R+8wb8p0Rw5w~94a5;jSCMoCk7}Xp^~kc+9?{(KObqLuq!1hb z0NtzYXHk0{7UuF45ypqju(4mh(L8S!TF@W^u(*{)3_oG0UG2>w%x9YbEg@pX~c_ z_}X)vjAR8pD_pREvpCCm8)C+H|Ur|%Z^nocY;E`GGjD0pq%{{R!=ex{^vxg1+?o%8KdT0nPG92FfG zhM#iTxH#l6HtDdT3l@BN??i?lXkmkb-^*DJoM3uTGIW$UJr9)|Dg+FM!a=>??l zTs&v^tdEdf^CGdzYXbJyO}GidVo3)=z~p?#Ix^Y=Z#tGv0y-}d{c2>Nx{SU_Jpzo> zjeJUg20>?k33-0*4kGbTw^}<5OXXg91;%TlejdI20~11 zaphaW>t+&a^g|>QA&fgNbDw&$fS&AUtpv)(^;9`3sf=f>9}IjTZ@p6`3K(y6xU)bd58zdPbh1 zqP0mFem*WH`c=GEtFewa@H#NV56k*g{nE#~DPxVAEb)BDKc;DL&b(O?Cq_f#AGhdh z4$j)HhJcankWcbU_r6E}0D5qfd`Fn_e(b${spyIj?y@L5h8`jPKPpU?UKogBjnZCt z`hKJ5Kn>woj}hXDhx2Z~PM?)HsXi_N9(V5)?0v`e`qM@u#$BWGSvOPd<@KqMuplIT z+a6p;!rtHS>p&5kUMwko7C*{7E&UBf_7aW5;k=lNCxQG+#1lN@#sT)v`}U?XfVeqq zZbKgu{eR!B1E3~}fh6%9bHLnwRMMq)VBj7^jA!zryXQN^%*A#*D}p`gJJ~RQh6vvy zJAb7Dpe6NYA1ZO-VY=~p(Itxv7^4TLGJalkijLfZ@cKu~`cMTZRN0YofigoProsk^5sy?cJ6@-9fvMLq4Uo4(hV>?Nhfnld6u^HAJUtGD1e-Hqf##_Vk)(*4Ti+NjVVg3xB>&X6<%sXabUfAja z-ZY5>?4eg}#>D){C+AD13^5sdkO8JO!ifAssT{p(D+QKl#{xT$c`B2dBJjO)Uj3!#hu+8!rIq}5_)U} zSUsbvss+Ju%DQ|Vfzn}RW;Zf29D-aAmcx}8y_3=e-Q!wuznjR%_pE=)f;ImD8fHIC z(iYE3;=(kpxnw-RJw-Ki_^$2RG+52Y4+vQ{S%>n!uak2X&{Ipa1QBf)5EulmaZ(FN z*Y3oF*+nPjN75;HkJ~tH?w>T06|l9xl}O!MBE?U*8~fLx?B=SfXSva@8a!o*LcAio zt3+4;b{_P`wNuR2Z_9s0uN8ftKWa8c&gJ2C!BbE|?F5SIcNN&XTiAPjTp8_;cXB?B zSb2L3s*K{wX2Hf(WLHKk(a3Y;#NZp**{$`M3dCbuxYu|jJ4ia<^!=)*UDCu?SPJop z2mxFV51!(!v@eF8p}o0DtrcveQ@zCP!W8;ra(%0%S$saXD-qUjR_;_#GGZvT(P@~O z&xW0ph6`x#ZsH9wJV>$(gz1nx{{T$aNwh49jwj*tB!1MXrrN@IEoK7)VU8hQmN$n2 zSmWQ5r&>b`j#9(JhXbMTx7Mc|EeUA<0EmQckIYqKNx*j`9)^m7VkO8RF+U^!0KG8{ zXjBd>RTvwzPr9Eyx*8UK`DIfBAdQf>cKhItpPe0Y@uMuUj#~Zo0R(*1B{|rb~Rhs;!W$a02__ess@((+K-xDmR3^t8MBT zO>^tkkX*COOFtG#J!^OHg~$GGidg(SFfngD5(n!?ut$HuC=ViiDzfG-1`G)s;EJ)e zkQ7`tHuI>jAQGlf?l*Kwme>R0isQ9V_4*SMQfCgfIk<=QYOCZ z68DzK_X>psr0zadN^(?WU=6v`kd7>49@J6-&i?-Z?U6*O5R1D)nNzu`-&`S6hSoi! zG498eQ_4n02?Nfdc?yHnbjZa63$WA#I(6Jn7-MiTlH9OOMJ}~>HwjJ{gn8lN8}2dt zP?oaBU|#TGu<7%qF=GUMGe`({U9-mL&}U&yc)SBU)YB&1KyOj5atn17fQP$RZWrV? z&sxTI=H4r7E0&!=D-k??c+UR-psmv&4y2A;jaPQVLT!JuH#&4I5?4drx0%R1C)|op zV@{4Sqgwr;V`p5I0k`TpR;x>c?EGr2BB40|aug1o3ftXAjD>&YkVXoT(EP<-6eDn~ z52h=YYMI#wVk(T}24m*Ol|*1r`BfP_z&NS!PUJVt;*jGQJNgb)F_Vk5T%x3@nEu)7 zacLUfk8y0$w2_y2IGb()LY4Yw@~(ianx2s&BP%5F5T`p3M#j1C#Ym!UKGNaa6C|Y& z4ys1u<$!9(;Xb%0vO09nCo@jretulV`QZRzyE+Ku5?4GZtYqs~Zm{ug&z-+M$ zFnVLlKb3ShULn2>4+CWZre9vIq+CZV$7NB?jdRLwZ)UNAiqV7kf}=z2o|~-1I95T! zD8@K|I6M0v%C>g*F}!N&A{1ee!G;L)q2Ei7RJa#$;EA$M^e01M(69S=%v&GpsT3aTTFa#Blw?^dm8YbpY$ zs&UeWmL-hgc~Y^cgWEKRX*hkr#S+eb>+>9qGypJqQp`YzH}ap#li74N@)5XB>$vo) zUeQ{8s?>@1;cRpL{#9(!1=~EhhtrqqLp;kKn{vkohk$^3?nWp`R*qA0h9{FJ za)zqGCKuv9m2Isa2b_cC0Q%;soq$&IING}-(Z@cI}_`Qg5~%z#lH&U@~1ZPhU3c6m(rG2 z_1p8PGzE+kDBpb1Si^!?XWoKRQAz7d-eh{!A`2PHyZA`^pi^Xi2>e{V=w)ITB+{f! zJ7ta+%Bd2`A$FU>6a@9B-7rPKsYe70ji@P{%Pj&C6tVZIo;=1qDbT8_);1CAdC=dGtX*~itqpi=8(&-&gj~Xt{m7~i4_P^ z%tjQ{TArINo&3r)onc3hNHRdz0190J+*sUs4R;>XNXnT^JBGfqGkk=x#^%!JL|HYJZ9qm>kwP%2;? z@eT7)N@F9&Mk>B$4K5-ZPzAJC@hK}9CvEF**$eZi>3lNo@$7TdS3QCPkz<>=#c6bV zJM$T~)9zZ`nR3J~N%W(dk72>fqMKZhHmPvRROUuId)Cw7pbtKxkA_^MVEYkR-A_cj zu#~OR7H{W6kZWo1SpwYZG3SY!yCZB6H=T1H@MzDnc00zd^ zGv*={i}Kges_`G$$Taw$Ge8lTN~M*Jg!NIa{ zsQ&;6#Y`jfVrc&WHPul60K;EqGva=Md#vi#_Zn5XpZEbJJV8Jqjyd`oq0_qquJ?-5 zM{f|{Ih+&uS5y&?I(ozg;8st|pQ6``1aq5zhWFSV_4TS8Z^EqK(u$FZ#GBUDPn^3Rp~lawv}#R)9upQHaRMU?tJP|r`xQCL2nNm9G33JN%zGb5|k*- zOPrrmCLba6LAs6es;n5yOs^;0G#^gNToyrS83Ia-eji$F(3L?uC219#u9e zqQ}6|N^5sAflmPRj;q^5s9+aO-0Eox$N!|K>btxXynFFl@BjLwE zUI=)DF2o*LIB!FaVxCIklOxR2i*a^@(t2mF^@%OvGJTpRD}_kNW@kNj1OPp$_F98n zL>=^rRzf*_sFnRQQ8-sz6()?*?ou`p&NxR&KdpAd%576Q-;EUPf?ZAs8~!>OYzIdz z-Y3lS6=w|n;Wm>HRzZN=!N|&xew7bsts}eBWsHE?Lyx6JaHc&wPhbdP0swu5bYq_` z&V0DkdL0uP9aXkrvr@?62|`Dq@}<^e?rxRg7*<{^=azS>o9p;((~4idJ!?|}^5RiF zh@T)h+5JyLSig!LwYSl9<+ZbD<-DCYUH<@tq;o#B2D#hYJu=zClI(X1xgm(+sLOS7*?Cy8r_d1G%w=q`-}bGq!U<68w+i2U+JK+*$fdt3!IP1XD%*S-Wj&&u z7;bG}g}jbO^r=r^ckLo#&@T!4)q&z*0U5~XIn@S(HdBKcDtcAwv2o%IJ9SL#N!|ztpGOVn;?^#9$W-=IoKY3Dnd(~ zw%rCQJEml{lOX-mxikRp%r;z+m&H6dB;y z;OuHJ=s+w^+f>GM2OWH|N`PTPH}a=O#ajcZ*k+t01DVchHqJp&zBBDW&R6li5A1Dw zPt^8vgk z^&d+4@-3KDN(x2CBZ<^5yK|z%r@5AElh8#G{Z1;&NYvrgAz5KODBFRZ#d1(^xF>qJ z?7pztUD~T0!pFtGFItC*R*fT_x3c%*=2qWMjT6AlBNqPv768Z6vK^ney|dI}xYJ{j zN#i*Rid!S7IO$zZ=S{cmC76!r9^fy9!Q2znR*OTlipNCL*%1eJdx;rW85ryI{OURJ zjZvb<@=ol@=)JtuucrGQwubF=2I<6nJN4UPk2=}u8hzE%CC<6sMB{M;ZNwCLW{rt0 zG`VGFjT5{)UG4xZJx`@n>N?t_jMmCqCjhr!YQjxEl^qes$F^VJ%@MaL2*x>84xmhF zmNjLh#TD9#Cs{HFQb*-gouN+h>|4dMftK_Xmt{$M0FM3DxK$kaVNUeNy_!-Ca7yHi zj}9~Sqpa-7JWkF}s~R=!fH3pD}ZtHs!~lH&P{2Y^7mVc0hwe8 zoSzZJQEHv5fuLl8+C$`{YTI_7vQ}5K%Nc+YH(YFRcNjH>e#lzGAwea=4fhS7$ky=V z?8Z`&mAJTjj_}FNm-EdI2k^>~%avYg`V5+FqFk(rJTkEXmzX1%Bc%ahWY^a*+Zo}u z5;i-@TZL29)|R~!wt&_xi2#;9R3S+c;z-JndV)DuXzcfAbjv$*Ho__87!5M75hon| zE1h=vBe(6YqN55Brx3?B;1tyPXpS^gIqs7Kpv4Nsr6h`$NdZvJ_nUrxbl89qo%hbv zin0mOyRbm02M`-oq-r<_JCV|dmJh`q_~t5+3=c2naZ;qR55-9#IN2~Milp_xrXZD* zh;C`|;1W#^V+uEI={U$c8UQfK&{KH&P@$ai2EE3|m^ADtAdp7pkgpN+^QNv!^2K<9 zbBY8ck>GO`7~cY%#Nczu=~7DvcK|rc6TKmpI%COiZFL073|CPAS380ZRli@YS4$L; zHxemjH8{JSV^hKo2F;3LxsaT&G{A{w$lq#rdIvVAajSjkf%X`$6A%8IeP|IGW|ZMM zdC@k}s_ZaG=H68ik}i=SnWD6~Uh?5%00hq3<4tA3(Yf9B*XqjqbvmR6TH zHoj;gIzO6l>Y!^yM_mds_j&}A%>MF2B2|*!zbQ|w{YW? zGH?&3Yh-51_G~`%=~<5ejAz!K@!;>hK{O1`3Nc?nR7)q*7l$SDx$8zT0PbiT1(6dD zc(a!Hn=41zphir4Ko%3+$lHlx8wv7jP0OH%$uzk0r;%1WcYx+pqasr?IR~`XdoB$dq@`o%lc;Uopu0ikVemggg=? zkq%Ka9ly$Xud%4sL@ZX!lOWv2!v%eKe{oIj)=4|bxRzteML7KVAD$=yz=`DHPvAE* z3jhiA$0P1HrJI9qv_=t^VCry3&zS!Js*+V;g(gLv2R2pD2dQ3T+*9C3KqQUD!X81J zB!88^W}riU$jyT}Q5Q)@#Czj$?lz)U&Irg^)VBT^PcVFrIeUtXT%=hsvD@!Oj4=NI ze@bHANy1hIRgCOoZhu45(EO+vY_{AK^upRWrjGFwgi;NJ+$1Kgac6`9+k1z!~5l1$QBt&tvg7?m z?qfFK?f_g7^E|x{HlQfY&1Z9HPa2#L#0J#(WL8m}{DoWU8m)!7D|0kV!;=%9A?i0H z=~UOZ`fPEVt1IOgY&+LbyqMR%d@V0i}JAPC&apIOsaVn5=T^Mt4d+5V9E^9-(L8`@X zYi|saD3gP5PWT+ZDx!x?hg?Z6ZdAz`ei*mg0B%RQ&3jYRBZb4u5MalCCF02(iTyrQ zmmQ_Iu(n?Jg&6o%M!@@5p+DL;1B()=)cYv=ec8)n+3D6Id&n1#GEbK^`PUv{gNo~Y zvbWYXTNjW`92Urh7@RHdev$@qc z3$UC(%gE%IbR-#|zB{b~wWU?bfsrt=dTt zHz0NPTM?aMV21{8p;%}*_FDDlN0C|ANJ?cx%L1O_1S=`_#=1pdML|Ey! zv(CqgC|H1}WjHwZG{DCEToTM^S>-FhP-kBn;qnG&GU`NF3{H@WRloz0Lms2;-5vn4icE z+>f3GDLO$FY};8`TiM#JwYwOiUPX!GKPtD;A~$wZ*+}PO;mE-TfUt}rmqV8v&NGjh zsUy`Rv%gt5nTs&XD(#s+!{j?7Zx%bOnN;@PaPe)?s1pT^if$#V=5a4QVe9C8O{ znTGPVMtr(|zghyt4cx`%Mn&b_@sstdSfS%1ZdB@ui@ma2an)*h$?h3(oQfk(wFj8m zmf;pQK2@1^W_!Z~%yF^$k5O7JGT=^}V4f_U$@{={svS*7eoE45w~cE!8NhBtotHf6 z^|KtYs{ z;MR$pZ5-oVvyv_-l{`V&z$0P^pfv3s8Ffi#5G=4q!0i)^?AiRYT@O&xW4%Led@{n> zMnB8b`c-FUEDRd` zp5RRiN#0I!$C$xBm=)FKw)-{9LhHrCd4DpRzqtG3E{rrz za58FU1z$d78c2}<$N--+UY+pETG19wDzcz-<|$RyQIL3B^{2qVr-8*TmQp8Q}L0}nuJV=`G?Lt_~}lr7kHa03O%*k^hoIU;SBV@$a2 z)zR3m7a()JG$wk=+^l1cQr^@_h;t73_o(eMV7a^FH*ruVZ@kA<^_pT1K%6 zEZrI*%LfWQy07U%n_m5iZYUocgcxEx$mGM;jE*+Am84f_E*I|rxMBWf>rRv^AWP7r zC&M7gjGxs_Wk+{KY|x}iKGdosA9iKW57(NXeW~BZVTKJfNAV1InEf14?`(iJpq0NE8@IUR z-zuHaZYBOWdwIa{;PAQm@?l9Z5ypPjfs_9LQY8NX_LHZ$pgI{9zY{2xLa^CqM!?Ub zeiP_wU$UTK9KjSfU=U{47*2HR7M=~MXkMBRR z{=CIZy`YX*%r2Z!x8gm0Px!rQ&;d4^+^|Pt8MZ>db^SNweJVe&%ag+jN0Wd^IDbra zKks_Cj^+}DZi-H?%0hf6%ZUE~F!SY7Np}bYUAQ3Zv%cIzpgu%&JgHDRGwl=+$UfB^ zil>^P7$eO|{***oeWdIRFX20QNi03jLHbdb8nusf$uuRfFr?KKD!TX=nF-pmKR!ogfwpv`@CE4)OiExPmfj%-QD9lI5}5rlD?z;?^wyZ zb0CqRw~6ADA9moD1Irkw6SOnm%_-HUYha@T?BF6Fkij(QT#>z>P>wu1%o0T&7h~Zg z+mRldkx-{>*4@LjtuW3VVat(@p#K0$!?w4hTX^7(Stedhfxpb;)poPmn|qdAK?*XQ zg3XipbfH)|8!b<^R`ZFDmu9jC+=-m14eU4i&^ms%CukyQ^%5Fj!PQ&_-O0Z7a_h%8UqnFzv0&;!& z)l;LvAz2i0A>W7tgG`f)QMHoU$c>{R*8^^R$CtHAN$G^7*3eb&X`54*6A)PrID4SD zHL3V}9q-zB#gv`MMP~1_3}IMgF+Rg0v6?l!QPtD*-7spyAfL5 zBoTLbb&%vR<$%3N&&r8KQ$vewS-rVyMxB<%Ln)nQ%jw?`&0X|>t61_>6!qDv8IyU0HO#ULX!i`Py_(C;tO72Pa{(h zDWrSQFmoH^_{pU1pQm3lMB{8?ygjG@KIOeB!XwO+M3L)Wz{ffU4k8{@z0m&vW~Rrb zARd$f7>H({!o0cDvtG{hfbd^UsX+D>;(g6{A4*~s<5>`^fWVGbk?qfAe%++ZEfbB< zaiZgXA=BnIt#(Q2PQgBPraZF7?ktR$qmffSa=X;EI3YGqdvO#9r8}(SVs{75sNZ)u zub?|?*jp~qLed}*UIF2h554bPQ?y;4)H^?T&}tB}@3a0E^#;4K=UFxE;mL)={fgUA z48R_{R-3Vtn{9411d%W*N3Sq`wVJnHE2zeCmIFRnu7%m2%G_G^iYAs=q*!v^9PhT( zx^&E{&ZBJ;O$xG1B9T-B6Q*{@og|lXL~(HrK(=w+iWeAHp7ml|cEOvB#W$T<+W z2i#Bwj1-p~4hPRP;b^V71oX-4S!ix<>=<#8G(+*B-{^O%dmUygjl041qJXmdBJmDt zdQ_0WRkt}l`J}eFiSd`*^52zA@+*EU`_dTj2*3qv&N!oBFi9I`ni~h0z#OSTQlkeZ zkj6y$J`zvPrDe#;-k^zs1F#%9UtWLfP|I_}6EQpVS^!&%$ZgLK3rWxclU0|OcP|?< zkq|vj=A~AOIE<2R=WUp$0)|B=g4%DqdMwA}IVsoB>^rvsxjuv4X`4@LH#LB%_wZ@e%4t zHHG*?r?uy3zSSaeEt2uZNZX9;K7%H@Zm)8-mg{A0vB!+oStYtgkdLr?+m$D|wj408 z{{VNXs8D2#fCVxX&Hx0r>q^orJC+5!hW`NjRxPAxlVtGQ#HTR`)!RH+Kn?)O-{n<$ zsN(MNzYM6@{{W~}j5iTTWkhoC!LU$rNk7tnzK(7a#RSWqTx-L<5Q}>$w1ad>nE2T2 z#F6cqx`tI(&q~MJ+`YBJ+qlOF9enrw>h|8`6&N(6sqE{<(?+V!=ql|^xn+3C>S~(O z=NK8y6FtxH{cAcjWp<)hJA*(@qk}4bv_;IEa&O9nx{*Sh98;oMaoKH5v%C(+jFFuA zV*~fA9ZEIg6D|N(Qr^4su778#wU)ILHhZFYSowon+olrf5_qyo=i3z0tsIl=15hj_ z`$Q+iyW`AxSDh2TgH?oNDwS|Q5|g<90De_7vbY!=DUN=gb&uEkV3unoo|Z(IY?%)s z=m%QXFmIzK(l$M#)7s+8?RMLk#}HxEbF4RS*5327SEwY7rip{91{uyl1P@|GW_1l? zQoddro6Cn#HbUem_8h9Fem-T6O>VK*vo|{_0CWTtVe+JJ8jZKjS-VK5nW)UTI5<9- zsw5ItkQ|&GY<9-f^o9w>RPT;iQ0Hc+w=K!N15EB8+l`E{s%$u2mQ z99G*#()&Mm3}0*3B#u+F#_;f{{{XKiKT6c;-w(8V$a4+we=ZAZ9%hkF91urBE8XObb`{ue^eYWS6}hyCzpC)Ctj}uu8Ed9# zvR**Wfk**P<9gOP)9l7xJd(6w3mjzg@~I(0H*RK@CF5Q)I_**sTb$>*SG&muF*3`PcZ84+eS)vF&}=abYJ3@ezUZtJFblXtBls zRa^mCF4gf|I>a-A-6|vfoexOJosK-Iu88BrpwlF}gY8cVavcfCVTzPv&b2vN9BVDR zaazj5(=~P3{?WCbr*7AYju!!#c^!^ws~cB}hFmZVJdFT$0LabY9QjwKQ^bL}8qD@X zv2lYo$R;~UkLxpnZjiyWv; zP9@TBAOCMGD)s~ z+hCE+bg{NUBR=)e=5luZE1LG&MK_lLK^`m+X?hux=U(Bj9(22Tesv>0lxL1y3BxRd zbl=DBt@wo^amG0AzlyE@05wK&{&oH8HI*)3ySqe;a|C~M=g{;$D5Kv($A~k4IcLTP zm-vV0S<&Co76cK8wkpv!;udV9f0Xnz*yE1kLdqIDg&U*n>OOlg^sh%6&VJKs$fG#n zBQeN*N8vRiv~PsFLmZ3uLpJ&IR{f|7`XZTCBjLG3W%V8$`JSqODrmHlHVhAX0LYEc ziAVTP;`XWId1K4m=1>jTrH%r?L4|cbZg)d@J4z6zZPR8ybx$Kr(JJKW8ynux>9*Mt z7rAxi!gy34+OyiPYiGSv9C0BT=$RwuK-y`oJ|5#TA0x7gw1&sN+Ip$7{TW7h(Jz13h%yTc*!U4;r# zmq^-P2aSPVNq_tQ0N>Cox@b|EWa0DUlRuE5Ss+d!XgHm=FOFVP>xPr`pG5 zV+E{01co(@eSpPsuYogHABARK{PPEM3r;`u)spB#NJ z`69mJF|x9+0}KK(PEVy|J9m2>rIXs09o$GBcE&i!8xLXSSM%Ln+g&@}m<$mkNP#oN zNE-uOSK=>fW12~A3x+x3xc5COp$}&q-=hb5&2e!gj-)fObCJs@HCw3Lvq!}V;gvi< zgS{NA?801O8)OHqGUZ1z(z2eVXG}L5BhaTw;At5dCTuH{w-Fs{U)eB?sW@PV!LjMr zHJj6BM#OvrE1VxX*=RN&WJ`;QRpcXuO2^L}JAv(=%CpHjR%;mQjUB2KdDkatGtbNe z`_$MTW{1iis*fiwVCZ9y1n5u%Nmn`jBQ$(R5}%KrCVYTS`fr7m-tJ>i^)eYE4v4g>SrEr z9o4`ix`=qN0ra9)82ASk27PN6t#;S!bC{sAV#~J_rvvF!a`vZNy^||&B3^+M3iOmO zXP)GinbIb;kBf>I;bFfzST6`1Gj2hyXxgr$AC61;^X0`;!P+~~_orD$ldtru_}M=q zI#7`u;DE!HDkszJWF?G4C-Du9WVFuIg&}Sgm;6d{D^aFu*4JvS9E!)#)VQ=-l4M33 z>p3$Mys`TI;r(jD$5N6^qf9uzm4*oV(J>TYIJj}sCYe2@y~>{O25&zqn;1gfvWybB z=1w-L)>j}u7*Wp^OC^N1$H40{4vtPmBzJw&9wcNVpmT}8M zfn{)tIU@f6S}2Qa7)#GAQO3KLb^{cEnmE8hb~RJlT}}-zPkCjLd%_O{dEJlu>r~yM z?e(3iv|3Xw#D{M1{n72`T=P}bC)93?_m@)5BYc4Ntz(J3vpHl-qMNph_REIUpZnHq zI0T%IhxV-fyf1M&LkQ!NMhdDrn%7}n86-SvMlgBNpA9=T-u8~-@==>x9nsGs#AJO1 zMr5F@F+NU>uVr+&doS75z+Uu#NyhHytw$71D;cKAW;x!8x|{8{3dd+u?t|CXy%aKE z9tahL0N}X%Rp+-`XJTH2wo@#uKji>Rc^pu8@-3_-hBMH4n!CU5blVm{as0<^>nC*Y zcR6#ijg)#)TH7^Iy%9lkb;L-NfKG5gB8-bxn%rT)DtYi89Q?T-r9!aqtqXPt2NiM1 z(Ne~ky1m>t7qQI%0QY!c7l&|9PG3r~)2>6tH{4ctIFx3Kx0u5q!P=&7-Ia}TRB9lc zD~g`#a2I3FsUw)M1UB_FaPD{$)OwgMXitd7>a7(dH9Cmc+^gir!;GM&v$1?6i*d1zL%8-e)3h$u z>ALheR#71P$lDQI^TQ~eQO_BiQ?*(Y{hZd`(m=)+JW#(!PKWk2T+4&zE4+5AvzljU z^#1^}+_6?nv@<8(jQ-&D6~}u)pj_y8#@gZIbUUn(oP+D>?OS5W%TKeHHZD6|6(L4W zaf)N9T=`V8sgF6q9)^XL$=f?t=Q-fxJhCW@aweG~XAq+>4EWgxnW5v1k>UFJRImV# zf_80L(@dIkl8ZH9H>c=4-ss2&2IDyD|=gHirE!oQO$bSD)?)8Ew^gzp;hA& zHvm#_25YtI7J>+bk*dW%^MT=SHE&wYW7(``fbY&TzsjO&q38fm4SB9-!BN@~t(+lotT^s56dZrBvMM62+E_#J-f%6%zJYbE)9t1ql5s zr0KU^<+zBPvh9;x@3Kfns{BiWu`%D=R?kXP-0V*la%$oxU3k}*)}XwRk_I^=9Y;ER z637M^N4M;kWAt8Cjdu3`gijan%jCmks-8Oo-5d|H{PVpK}UAbHGJEM zuRtnJ3lX+?VaHE#SHMXctTx!1Cf~Vs$Uo$7_pq!kWVF5xvNIVMylkFlBp=eWdJWW# zZ6uK31p|sE-AFx0k*w1_7qa#xj(6g=W)gvd2m!~R5d1=tVv;JuGAl+gzU2w^>Zh*s z#+ECqA$C!K2Zc^>>5n7V=S~v56UT3Md&ZkQGbYWCCLFh*o`p8jp+RcKRZ)aTJ}^3! zZnQCt<+&!pLlld#95`YAW$V=BQEZI^FpGygJY^5uBRxNq`%__Pu58lcMQq4QtAmG3 zbKk82WK-NLDy7sy08SOaCME-}d8z)j6tY~$KNP$sFfv@Q;>R<;CfgphESGXYaIj0l z=0Sy!4r9rOBU#SYUz-@sv?0()LplSM^V`eTfaqJ-ZBVd$LvBfBjZPI8`LWQSD&{?| zvyF8ZYkS7IRp-Wm0*_2qhg;XBk_EN5QyP#-B;=Z2!S+_)wJRmosO;8>Ayl?T;qMr8 zF5L0xDaH-#%5q5<2qZ~B0Q2RMjQe@fP~{Fr-qqgb?5>q_ru~LnC=Iwy6jBM`_B|_* zcCSG_pVwy7+F>w2uC4|NR^^{sB^o9fEtFSRS7@cub_zMDpd{4pRPYoU(sv>Y6`dbk5K4HmVy_y(5W>97Mj$*XLB*nyB=2Mi{&~DQEqq^kZ~=68`{H zaJqe)%Z{UEUv}gw^!7s2L5ylz{K)2nXFz z4&U^Q57wufvbscn@tTx!Y7T=Vzig`eCdw#|IKlq_WO+Z6$)ELlkJ34(WqU=h$2tpm z8u$aU#)m$GVT^m$+V8a*zL{e#p{?mQ`fZdDyt2MgpI6%-2hVs^qkAX3dUnp&BcDQSqa- zTI9z!OJxE70Fi8*1Lk?3t!AR_36fB5R4^weeEjO7gsS*M`KzO#^beZ%0X$c;*yg3=#frwkw8cr|r4gREqPRd5g+LsI78X(Kot?JT;v!HMOl=?=)+18TrqU(hlsR9* zlH@OQ}a z;0zt{K}UBg#>N*Q5Jnq+Iuv5c=IGiE)?Yl#vBIjnImdiS8TS+%-K)I=6I*11gN8Ui zl~cB*B)CLXh=|ok2sLQ|56(iV01k;k!|Eaf^8Q@?vPqe&1eNsE#{Z z1;;G$AKtPKe~1HdH@T_fuqVVjun5TJY4DHGxyaMrd_dJFhlM7$gF9vz{6p(hHZ)?ia&NLGF@xa%5GomD1$G9fk-)|j zV;)p9%vFv?Xkdg_B>1v3)~)m{U95q(ke{>2*=!z1mTIJv&#f{UJY^VU8p?4}RLvsX zU7aGvKef)WCh_xQosV2+rq!dGOHCTXyp)V^;X%g{`Sq$U$70V!Tc*o@2fTc9ARJ<; zwOvwuO6M%|!ysvX{g*!Dq$*Kv0LWdM} zyqT)j@Q`SWSqPwA2g-J!Ctx#0JLNjnZOn&=igYH(rhI0Fga^L11&W557l?Gr0h)B~ zaaEdy>p()rFvA2ll~iMTF`TIt_k3|*+(jq>(pE;tm}5$W?TQj_$H7L9gi`dRM+u!->od_NY28e!Auf!NN2i@^G*)f!QbC{Y4opjK9mfV zSxCXkocoGZT!W3*p&boH$YzuhHwJ(mj1DE(jhInZw=!G0%LBA*IWRk|2$Ju(&%H?# z1{mCAPzH`J-0HTGa31bMjhh5j2Bm*Cr!!46mUGgXg6cuWM=F857?F0*F;bxww2GEV zNmFNmW>JC(^{AQ?$C9A+z%)T#P3O2Ll2* z6St)UEOZ;uW7-QVq7Mp8jzB#+*U}eBZL09a9DpmT$dBF?4UNF{HS-LFM>;Q;m3<%C z`-Gm(%F^oIH!@qSi6G{<0MNSvJAFP&O-@UhahS^>198INty6Y~LeYi6)GcjN88{CY zc1TijxyLQ*RjEevt4S1{*#L12XCpg&>nYkSi6@Oo2)4#-e~GsKwAx<5Nv@fmL6uT= z+MX0+oiZ>&fu2<0GH`1!ACD?R4KEHl*MY|>1W%&=LKz)|lJ|?p zgSSexR4lpA%BghOc;rF>862}$DsVZPQtWG?j}q_ZD;4oF77J|4_e!uit-(C&8}ToQ d+Cjd+nrIGq>4S<)deiuiE|i;jR%O}$*$o$4+M56X literal 0 HcmV?d00001 diff --git a/imglist.txt b/imglist.txt index 5d329de..5094170 100644 --- a/imglist.txt +++ b/imglist.txt @@ -1 +1,5 @@ +test1.jpg test2.jpg +tennis_big4.jpg +girls.jpg +oscars.jpg \ No newline at end of file diff --git a/oscar1.jpg b/oscar1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecc182e849e6d253583ccc88007a248aac36e206 GIT binary patch literal 1472528 zcmeFac|6qL_c;EX8T+1?5H$(ejeRMJLD~0RY0OMaW?^PfBvD#WN?Fn>B};@tR7eqN zwU;DPS);NP;df_HdcAsoKA*?;`}_X>`2L#me4cyGx%ZxX?)rS5bMJGmeXd&)ZnlfK z1A;6p6d^7Mf_NbT7#!+_K~N$H2?AIc+(Y0HBm`g{03QahFbn|!7S^8xjGc8)1o)K; za2kN+7kB^&se`zy!2J>kXaHCQz*PWFjfO+~0B!~_@ems;on8Q=*dfT4fTfXkqo@=D z%0HNbrxEZdECr9+LEOREjk2TTu(axY6opDAQV0Y($`8x%C$M-JC})2H%7hR?U`F3U zBr&KI6p^wNL!v9AFjx|C2bD%4VwF)gR0F@kA;LSxWbayj9M1PYEoU-wfs+eO)|gDE(F0+pi5l58=A z@~2X$EQv`ZX2Q&TK&I&V_`gcVEHpikfFoi_C~PQ}hDU`GDHH;YuKH6fdm4dG#1kl> z=u|Sw2`B;^fbs_sfzAk6od05CKv0m=4k9Zp9D&9l0vO96FtcZA63Z;xuXK%>+0j{A zpawJO43Hv`;s>gLL`H#Ri9p9>kSm=TpCx)I5tPN3fC>Zx0RqS#sLBb{-f!B~SWvGj zWNTq%XN$tvIojJf8arFq*)CvAHQk}AS`|oW9cU*DcVj#iq-^g`Wl-t<)Ib!*NgHK@ z#StmYFvP4b1GI(#S{J3RW1yvFps5d4XB(^9sM@Oj-HIog3&MmWJg>?Y0CU*cRYN0EQ*B&#@GO8i6X){<%^l)efB_ofUVs4z@htFj0H))hlOX_3TMvRxEP)f3z_5$I z$^ySQ->2k2Cq^v5T$~WJ;?g`1=xPv@!O4=JnJ#PrX7+73fSDtL0LT}1d7d8xA@~B! zDS_bNR z23q=m#EDt%gf^K7LdUlgSa%Q=;sAflF^QSh9QZNQI}R?)FdY1YU@$ln$NXb*BNoOp zX1v8Qj{?fNIOc@_cwpeGd|X^y++2Lz+ENKhR>}Z0sDIT--douzwO^5FD{c6oO!EFa(?p&d$lf#g5?91jJ8XO`g(hE)2%7{AN^VQU%MZdss$|gFEc7MjvwUL*K_RE=`bjF)iXE1bD zG`jQ>q+AGyq$69IQ@HLuDwO3B1xwp+PFW}Y6V6=*8S$_VA%^Y;5|LGiL*N2Zh z;P`aUdR`?gOfB^}{kvJls_CKpoB(AzY-%P(Wzu z_h)|BLmr6_?oA0_F0i*MqNENjaCzpe(e3H3H?+?MUo>d8+RB}DUH!*0ItcB(*JBh% zY2@otEt<{KUgsZ)HS)d==&11ce!=c*($LkOu}{}qPLnB@K3AMeB8Pho7&Sd5kX6Py zN>?=m)J|45%|V=@UqiAZ_VWt-*!t4dh2E#rw5HhL_PLwg8Vx>EQpc_gRd$iJ!y>yK z^)CzTA04&7&(k(I@O|@&nRObE!%y4j3+{OJ#rs2}h48y=tscWay22->PZUkrd}H_o z=i|u}T5z>}o+y*!0mJ9Sq{Q{{zA`owZVa~DBhS7&7O)~9g8(2?=TZsi{n(~V7( z%*ybh?uOVC&~x=8DW4<;-V2rdtxFWVn>+Q>!IkOSLY_eRBo(m%IFALPI**(ehxB! zW_w%1C@t%prb?R;?>gzT-e*ttP3?N70yWucrz+F88G0v_%-%uc31 ziqJv3ZfkrIz@OAVcKUih=a+~C+aM}O@)Sk2eq~lbM9tg8X8|5%9i@WlV=a$-%w26o zgX8v5^fK18+=923y-&IQ`l0sYX_bUID8FM4qFk5==oiy{=ZzrOM>xNKP;%ADZ={s2 zM!h(4)2PXpbHi=6c=h$dAp=IabI_jmJS44((Z-!w#mPoDyoWnHN4`3vO!|Wic9^-h zZV&fKdmUF)k&rbMb=bY>5M5_#e0|7|IG#BDFlHie`D8?~x*^r)ec$dZ;S-dYfUyr_ z73r>WQXhw&<=nYi(K;2Ja-6;W$ql*Tq_Q^;+opWJX&-BQ%+HX>UVD7Y3FpmU_?&8e zVFkvs5|wk$zl<7LBMxs5ihhTN{rE@{i2R;smObGRPP)|Cp|DH4(}8Y#sDofT;okLz z`Z4FJ%xQz9we=eY;)@km8meu&n%z6j;c!4QfZ%FBg41)RdxSEjlKoV$vbXismK{=KKG8p-z34H@V-XVPJs+o0uRPAXHQSXw zdt~LHl-o>-blj>|Uu?Tn!m*E(;)5^x9F7#{7hfl6y{I@eb>VU4*O}FpsolEkG%AWO zBoLBIUXl0%0*b2cp9t;Grl0L1B)isDj%}Y*6-D)glsd@acV)& zKC>ChuX;v@RX3E}z4YkZ)`a}Zo00k>buZoej-QS?HZ*iru}CUJ`__FWkwb{VH?K;c z*T3p~Hm*{i`=VnI=={)+F9PN^?h%y9HusXWBHiMIppXw#^1JY3AKeE-=AZ*^VZjLv zk=u$tMF{Xsdu{a!)hTsJ?6|AzGCUD}?Z&KNlPRLC@y9MAQtjY~Q&U{*t-C&7(>zWy zd=eVZBw;=Z8QeJ}Btd#eK9fr@+8lXxDlD{eEPmFnbw;8vu5ssphjUw#I>cl%P}U(_Yb@y1>~?lCAVzso|5pIO=&B7 zRcSV5G#Z)VYUGeJ_$4UPm7-(g3%YUM)7&)^I#btD3{$&yP_H}bP7h_yLEp6G{Fh}V zNzBN9UVTbYx-V9JY^*!UG_1E{FhV>v!bi0s>zYHe`X{kn&aNMa%5w&(xf3Dl10obh zZYZ_R$UOs-*g^LXaT^;N4{CZ(2Mw1>JigEvwkDxOo}4@_e)R53WF^7X71Zm9&)(_w zlCYMoINdC4SM2D+&XXr%w)oR`BDK_0d>PmMX(2E{?se8LwAk3%k^7y zGb;z7EBA$SS1H!Q3%BOeS54(#iXEEK)~-nLn5eXvgEDH$L7Om~@M`ce9}wBWFn3g; zh_(m!dVk>T*fO5h*4wf@kLVRpBHC!C|Ge-1LUZ;tjie<<3Y_xVz3W=TqNc}dHOW?BGYZwAJYcPG4~ z{lm?$E_~gNt=rB&`=~e@+B_p#+J_zU{Hi$k@-(u|ELi`^rE5DUhZ;z4MhXvx4|Yyi zPENT@B|H3>y!6N=r(AH`lRmKsJBb_HY;B%YJdQhzi&)n==#&!RF=crzeDL99PwA9e zMt@6R>;A?s;-~2J3-my#qfLY1#8(r=k1v-W40EM~3`$N{JhOQgVpfqcqt+BwUwC3= z?fc@$7m3~Rb;2@h#a=Ym4n%6xlZc$QlBsi^Nk{-?5|F3mG? zB_G`e-ji~hr&ecPZF3#c>1qz@yE`7MVGtO;s`1-xiSo2Zg$mb3iV~W_N<0YE8N)9B z8QJy2`M2KBY%NvUuembwrAKjlYxnk<^lP0lp*cg9ZUJ+UTds85-oyr@v@W+Pvxd$S zrr*TH>TiV`?eH(0}zEGxVKM#2qmm4?kdFSf5x&6@b0q}l+ zLq%C|{Pj#*7}9%E`&7%(qBFE2%8aN;r2dqh1&z#hYuUR;!yB&$|M=Wg-Wh+3!=OPW zOFvJrD_FctHRQvg^|N35UO#jCvAVAf*=SW7$lVOftg!f2--8;<)Q_s>8l=v>_)^ul z=hS{v(}1qhdlr|I=b-Dcno8{H_fK}ho$N5HRnDM(tAD)++gQhhS-cDNKDj~sz2;bI_6MSKG z@005tQ>J{m5 z3SW-|cn#hLBQWSsru=_+ij|Wd)Ip{A5?!cuk9{;bo`jiBTUX7)s1$z5fPc3`|Xmy>&=Z_pRNq3R#(3~ zee_tD)ADTIZHU*T=?%I=&Qs6SLY}p#QJ+VqQ-6RSa>Iyi$GFw&IjHzWi{kBOI@?w+ z@{H}?_Q@6;a3V28>Cn8Na)ocovW|R68v1wou;;i;0bLm zu2_%YiqtfP28lAPLGG?!wX)3o>-Mm?K2cgq(4k|d~xoui(fLKdc%znIA?&Hh7kGn?CU(J}X z8+~*7OL^vcgOZJ#%1Tz9iwl;i4ASXzFE5#jYMD8g^x+d-y`teqjo^&R`J($*vptM+ zvvAs{JmQ<&CyKvFO7=|8n9rVXAcf39j$Pl>?7m+Ppxg_0@3Khh8YpY)?4tV z{4!4_n13icf3lEhhg$t&c5{fjwBVCDD7^psR^5-QisKs5`2&JgRNI_KX)oFL4~ z>+ABbq+0P~yI#He9JEShZ(Ddt*pt;)=Aaj)-f7frm4yud=ilvS)Qm>YR}OYLhT0A| zhlPvLlpfa9;h@6v$5xJ1DrTj1?l5d6_?A8&FC4xx)Y=r9d1pNH(75ic*B?2{+oq1e zi@uYej!U_fmv0RPi%yfaX`?f4<%b*|JTB?-%T2J^m|#QPo!8zy@scjpPY%t0G&r+5 z!|$8m=CR82g^D<}yI(J&hR<27eK&SurAo@7kT(Jmsj2$z*YXl5xRqs}&OJsMp2=zJ z5A#^zHV1ioe8Q#a!ubZD<~+NsbMDH66T@#4?y&K?yK_xHj9$Zu1&w;H@vTPrYNwi7 ziqq&9rCOCYgTq+d_T=Hv+kJ&^u7vA?wc>yam^t-wox2Nm8r==E+S=kd;*_mD;Z(N& zs#DUPooG6#X740<^7cA{QGex`aie?fKl0B++WJ`zr1ZYq{<8V?!=YN$9I+40uX4w_ z$}^3mKX{~^Oq%ctZJP+2gNDs2VzDP?8tbHucI|zb5R8XlQ;VED$d0;x_3T%Mo8W_ zJe-#_EQ5@l5qx#C`5E1Iq_Mp6o3=~4q4-4m(D|$>+mQgJ+Sl(;`nOBG`qZcIo>A=b znNqr|#kNmsZ@o;M;l>wp5TmK~Vlq+-cTe&aTh!{bktdj7o9wE@HfX!)#2lnPP?als zT3bD(=uxR=aElw#IJ7c&#ogi&zb~K0+%QKjG%EG0<>oW)2OC|BNRhsc*qW97SjVxU zG$Olx`lJ-rVb(j$K#&5H*a8T79dt!@OLuQJN?1RovtY>^jS{lBCfe zAG9mKNo&45{v-6|NkVW%UPhzQQ?FaY#m!TE5$ktOg+^pPGJ1R0x!Ev2z$!PV{&YaX zt!2|4Gdkgw$ANkulxGb!=Vz|iw~6i-^3Vt;GfS_`D_+)$P0J72QraTX+KQBTvoX12 z>rlzvj=f1+QZ`<_{nGxL-G_41A6GUuggWmGH}vi9kF7`zn(4BrvOr*&AD~O z!vU>#p7%~zZEJHxK_P|DI%i=e4g-;t7TXT>k1y`!w4$}z!e3i;282!(S4^FrGAJ3o zKBhdgy079~g3~i{Wq{GmRimSu^9DF61`pOZgQqgJ*Vo5tBk*GqVP0RJLIopY=PweA zA}xM2_>^|s=#RXYu~Dg9xBZmK!Q>59$oF{n+Lt!UugrqATQ}^bziHbx^YHts()7|< ze$CZWNFg77XxYj$GJ7Y$JDAt)M{wRGjh;rWqV?@YXE&^WJ@Vt*Ma=&A6)Br*mp|8Zv^1cb*snLxukPa?a0Tz5~`6^G{P% zb5N#a?CQCfbHmayzpN^ns%S{h#KMM+X@-Ch5t1-Z2(eOjvm|&S4*pBRcfsEMwam@i z9RDx2%t^wDker?-Fg7llKId(L>rwx*YD&W8A>vX~8_F0M0ck`(e_$A7+5u@H1iUJU z2LgdKDn1y;GN58fBx)!y5QY*N{=m2hOol{YYz?Im84Lmi6-c0wiF7*48mXy{R?*PX zRnbJF(W;Vg7l@D5T>WU+Kw#;Vgwr8*V;g&8CrP+2#Kp7-p*7IDlJE@>uez4Ho|e7} zS`UqugnL5#ON_!Kx+L5iLRkPKC5^%|djj*S2@r}#rIM9@8jB_2J`fyZED0w-VlEUS z)1v9b02Wi0$a_VNhKXF8)8)Bm?4Gs>%7D zD9h}LkWkejiQM~9?5BOC_6}rh&fmi7r3Nh82__x<&6}!tfhs8syI@9OFasc29oe4F zaPp;6Nh}U#p$U{=GBYj{X5KL*8Z#`&it9w&#pEy{GMI6gVMXBbOFH2t(%A(vn*trsnN9`}CXhi{ z%n%6VOZypc^rPGS3}9#!%&!22@hf2MOQQdz*!nR-eg@3QB-5V(Q08Aro8SWc?0k3P zK>qXUgB&-TU_c1L6v+{fLgA^wzMH6TnL*ZXGmY{uoC)dQd?qx!vkQe`zSfb%tcRaJ z6A~WvC%hw_#9-m=cab*HsuuZqLI^kpm1c@%V3{Rg32E>=!MS8;+0?q5oX{rUmj)<;shxOGj-1enS$#Naps~gnW&3JhXYGuIAi^O;}XCTKs>@Oh6R0#vyJuQ zpux3>{*9U2pGpfeCK3G>H6=J-_$`ZQP;yQ@VFxytHHdKouPVkL*j*RVzq9lD`eCRf zDs72!m(8bdviTvz#@GS%}HUaz|NDTO6{PoxP z>#yzx?tr)F_)=*Q|P*K-4&;@F1weeGfjrUW{UMr7HpQOp#9 zT{f6uC=DcK6(MkOi}KIJf794cGD~lZk?^>m+=0Ll#1aILQzMY(cUS{nb*3s<8CV1| za9TiZOfCG31?0i8V$m6RwWS=aY*-P0CII68jQ5*ti?z9!6E+ys$DgX501gdcB@8%z zCX1ud|ICd8UIR3&3Jn{o0!%v$u!o%fTj7B`Ha35bx+oEu{4*Om!z=`-`%hvma?_ax zCpAX`of=HT5zIosUi7unsGpiQuqOCnal0+-oiV0FKLQ=3rl)P9k5Sh*#h9p@>1b$a zo9UyqG5Y$N>Sh>#&_XYb?LzYdTm5$%N~DrjA2^@Y9Bz!L^^h@~-%gMs%Ajc!k+6Pd0UhSE!2YnC!%hzwBR z-yCR`l37kMhSC`0rAQ1g7&B-f+JEw#S<388!&2xAK0l6x9pEenaGC;8G0U50DdQFb z7Ec0(T~KHLBmbnOah+K00gNO}f1%$9;P?b^qJ%k>W(HheC``vALup$x^QAm2gQX1> z4|3LAinqXE>}gbRC;}kRf%6E;!VIIMuCJq`qM-^}2p(quj*%c^K_erQv3>-#oq+^D zY1Gm#YG6$T$1t$+WcuU$R}M+@=UFiOXP^O)g}7rkv(kUB?S=CX7HgZyI^Qb(&AQMq zRJHZ~#SN^sz}>`98klxf!3YnU4KpD}AScDoPtb5Rs~rw32y$tEev>$VOj0fm=4b0pfcu3&IB@WWWzEK z3Ne({0ogC0i4@QnR2Jf!?FyvQSsb7|3mi`VU=j=k!-)2L3=@`7n*#DTlvdJSV8T#A z@4_+%FC~oyJ||{g3oYqaQnbMNn2TK2!QjvornpXIDwW~CSf9+ou-dpSl}INz5*9r5 zfVLM>$N1BzpdAx&#-IY{vvFj#1Xj#{6HR^+U77v`z_HJm%p4MaqUVe0%u>gKxFFjt z!9ZKTf`2H}W*TtSSjxsi{DIMg6iisk#|;004YUN3HPd17XTGjPUoajq2cQK(wg58l zlJI9Z5^&TI0&`SbpkPQ?;I#NFY)aSx{O|mhL=7ew<97zr8O*a%K>2>g1d{zC*n#~1 zQzQ@I&_NCTb39hj|4cFt3da7K!qmf`DfYp%K;}TUSnQ=D+JL?U)i7f4KeX`& zj^CB>2ZrBt@dx^Es`vx_ADZ|B$3GR}6i6a6oT(Jh59a&$(oXm<;xE;X#rrw{TH4!R{V+ZQslR1*lbF-db444l9%sGR(009_PA`x$Z*3tvZa9u65t_E61 zPaQm3YGI5`P4v`FFuFPzeGS&4%ErdPl!^;xP7jN5@yxiI|FgLBPK{X7|56&@q4?Kh zky9`z7wdr&OTvIhbg9sr^&( z`GIf?kq$O2?EXVZP^@=123Xb>An>$|1zUrp7m&n14WIw*5ICP;s6PQbuP=S$@sG#P zc{VzA2Ll{wNHAuuV;A2ivfg<7`$WM-v2frVML*_HuO_Ybvqt_=4&3|<_p2;{^NS1c z5NRmA13WaL=AZn*d5hqjN9sa|^&a3qrupCN=D(d<{=e4E(w6bhmcXJdd2tF<$wGm* zu}tviYv7HGuWSF_|7zf`2L5W`uLk~V;I9V$f24t5hGYT-EW1L1nRu>;&mCAy!ci}QjkRC{G2-|yobPD}Dvg04u~)xv zG8cjS!~qB@dA6iHNM?Ik;u%0B;8d9k{rUTE8Gds9XJAQws?7X;+6+;^guvWyiDI^D z9N0e@OamvtV{rtO%0C;_uvii7WiBEAbcDFA$So;#2SPOLJxsK*daU-I}kL)UPLS+ z8F2}bk0?hxL^L7ZB8Cv(**Msiv!U2j*w(XcVRK=_u?4a1Ws7G^W6NSIVSB*V#MaF= z$~Mc+&o0TX#BRWD!S2rP#~#XlkUg0_lf9U|hP{RTJ^KU)2M3a49fvN*77h=NogCpD z@f_zku5(mzyx@4pG0w@!DbA_HX~=2EiREN)9^^dDd5yD@vyt;X=Ql21uGL%`T;^P! zTokTou4Jwpt_rS3u8&;P+(O*4+y>ls+<5NY+zH&5xy!kqalhxD=2^zGj>nM4nP(?Y z6i+HoK2HtLYo4#Xyu8x9`n(RjMBaV8sk{Zeb-dlY-}!|36!|cG-h9D)$M~-DRq?&# z`^wMHFUP-$-;fp0%rtD1R4cC333a{3K|P;6ATkf z7Q7+&OmIkuTS!g_BZL*&D|AMvOsGw0eA)74>dWkwk(b3U%UM>xtWTIzSWehX7%zN4 zI79fp@Vn)R!ai51>R*#wZdh74-l$x<+!%mNmg^ z($_p)GcCPN+C@5A`nq)ITAsCfYj>s*SAh=oyEGab-C+a%k#?{$p^__l5bYvP|#BdP&lXXToJCQt>~|KM)8>v zTuDcXsB}*0g)+OczA{Dml5(30pNg?ch)S+Xw<=QAS~Xg=RP~dZjGCv~3AKl6vuJHJ z34Iyep)Ra$sUEFfuKqoz zbaiMt`8xf&GP>J!&+4}6iRjtu#p~7Sv+JAaN9y0v|8AgTz%VE>7+J5fK45*$`o0b8 zHV`&k-tf*)+7N4)ZuoX1YUB2e7dO5&T4RJYx@6R|Y3(Nbrp!$rjTMY{8ecR1WP&!K znG~B$Vhk`5m?~3*>1NYd)2C*_W-exFW^c@;&Hc=C%||zDZw}vFwS|3))s_=m+AO3j za2DAXqn5gs5ta|E_^h0)(yV%{6|HI3>bWHd~j5E+~fGrX}Ob+Q;ySwvx#$pbBBw(OR!6|tDvj5Yqsm8o2gr(+go=v z_Xzg}4+#&V$1P7zPgl=O&v7p^uOzSc-rC*=y<4}g+q!FO{Wghhq-}S71bwhRH@35H zciWz`{Rh?#dkH)4YvFs=cNB-grQinfoA9Ub{RBfoBH`l>!ySn``uq(2PWtux8~G>u z4-qlMG~(x-TXtU9IT>IVa5Z3#Ez~vi#;#?%D7zl-R@{AL_s1~vuq)wg z;kfYXJ!|$v?dgs%j!54N+v~fxI&y8~fynp!Ht)-d;)x1~dJ>I}PK+Mg@3z1EfYgC~ z2j0bOj>$bJaFBMe?a=x|7Y?%>CLVrzMDxh$BeSvi*hg{bxa7DW@woU$N7av}9-TY3 z$J@2a^E}hMTlp&a z>DQ6h;|idH;DUj|?S-vHRz=k}^ls$el)ZVjczJPb39Mvy$!Mv6>DyZ#w_cQ4mQ|Op zFE75Wdi&~~HFwV36}_8K!BcUdVy-f*a=a?AYUrNdy?50<)gAZU?>9eic<{8ws-~{i zy!QS>$~3fhf{7- zAE!fqaQ;Z0QJ5*8wVHiBM+OJG{QA(wCa@Nm|Ih{-0s+1R!O6zP$<4{m$<50Re!K#F z%%8yj<|G|y_@VyPaE$;ri4yR__s%!82rl4=(LEL@hbaq+&%l_|* z29};X!(!8N${)QNn414E2ZEg)d@O{G3xOcB4qae=8^oC10Z7ad6m>!)y>L|I-iz+F zCZdkMw9lF{T9{~LqLb_;Tv0VAy-~ZzbpHzHlR!IS;&M7>66^2`7u_!zH}1RYRzkkbPG#<03gOkUmd`$16sKoPLFNcDX>eGq5M^T4g z$ID*fH1Z_K)uFnTokWgC`}^dM~jnYFvEvvicC8 zVwbl|Xo*Ga`+5#pp>rB!GuvKgL{j}(q*GW={m$_R8uF+5leLhSwZ(W$#NLzZ;&7M> zFXZXs7suGf=tm1g`7__~BsCOPizT1Q7v;(JJ_)}$UMG7;G4q|Y2m7YIl7+Ds_Qc7y z+rONsakV(19R0a`B+<8(-7%$PQ;C@i$4j}Qu04vG?M3|Q^=zV^ZJ9^`=~QI%F|#uP z2Nb;Dbw4QN4R=Gxemtvg<0ZEc1-k9-7e{u zJ987ayB+61D!G%rxp~o=UU!46qN;^*J7C)nu0(%-Z(Qa*mhatMijchu_mV;@ZT;** zs6SZLBOjQX?H!vZ706cdZck#2`|J~qs%p!i9~&xmLyxR%Uy2+o?@1oCmfv=}H#O-& z#5enbrV``C_j%}xWnmKCTuS@`W~tjwWxhmLm9De4jL{a+M-q0|9QNnIx<;i}oiZ7# zznOHug9mAJ%(RF{HMB#z9l1YFwk5y4(7z|?=!qRG6Y{?ul=YEmj!qy7K2u20RrEgb zAhB$BkgM8DF@*Hx=Bmdkdg9u)->w8o75d(;5Yg)BIev#HAE_d%6q{t(#w)6`@@yRH zMm~pC3a&y#v;|P4Y89Le12qHo@VpIF3h&9y^;UMvzF4oWWc;n9uE;wKi@EfABr&#r zWr0Y;YnKgqX=kHTdC?bPoQhHLg` za?M*yEk|Np1&gCn%n0IgmzrSKe9_G-sj-$l8`MqqpZkJr7ZqxgdytPUL9U^axIOO% zYABWO87(B|0{vXNC47fbU4wH%8s7wQcuvob61IAb`Jftjg)W}48Y5uN5PNgJV*_}? zm!H^?wXcmA{;A!?wIeSa-&4JFxUfU6S>(M)oyA#uLjmXaO7SXY#P+wA533$)9l9?g zay_U-_<;g}9GAl7>lRwShCY_BY@!hAlcCDbZhXi)ip=BHv}eEXrK2(E0(qaX8Z45Zd+V$e9+XfnXl|(b{*OYT|6ohvk&i~D3u~}&+H5PP30>Z%4wO3cS8na z*e{{wJxcfRoi$hNT<@FbBpLws7Eo;4!*h#I-aD>BMELck)Kg}5(od?~cuKwP^SIY$ zdLYZB+psBm?{{}0<-LxbA<(GNu<{S;wCM4xdye~hcZ?jdZ=?iq%hzyre}8}Pp^CRa zyG-hu?4(kITRFX;e@d-3PB|o&%hRO1GvF}l?d4a(*w0{ih%G=IuGiM@Q&$jJH@R!f z;R$2)n;9|Ollbq-WmrcI4FXg#I28L0f2ID|#+~T+eWb)|(MJvxBxsBEd&3HHu1{8) zZ=rABZSbxNn}|AS{Fz{UCu2>+{-d(uUxdlAu}8m%v^$7^LEu(wyt9f@36D*lQk;_0 zTBXbYLCfv=Bn47v)i7&*i6gvi87QQZ=RDUpgrP%|1 zjjDI`CWF`$CrQHHr}X2R@{zLWgQwQ13do#NmAI>+LEdMq^W7>@qQ64%*o~Eh7ePhJ zch<3;#+hV4y1(1>fldR$`c&rhZsDgJl5i{4tHnh1I3Mn#6I8ckPWzaVJcE@o#-V!zYK~sscOcgH)%()a? zEhb`;aIj1#@yePG7>P%pqo%VUowizX4SU$$7n2XvRf5-dyClwB5l1{ZwOfsjsc?6X zdDwvv)i>z1Lg%jPDMM9T^*hDH#&_@?A;rd?jl(*xOyBseVBpov*){ArJ!xLszKJV! zI3;@_vvW#@4-_BU;t`@H?m>;)L>`G!rKDy#ACSQB=hoRrGumM9c~bazp)CiY<76zd z;v)<%;ZOlxaYsB5_^wlt-&Mix6!8@PSOM`F?x%Az?GP1$ z1d!|qu4@?|Q{SCQQnfhAe?#>w>XJbk-plfH36j@+RjN4qK5CR=j-rM&FQYmJ42{U^ zo;|`YPm!5*P&X#Q+VSG1>rE#}K9)zz&nmmZ9BInQ=Wi7`zb`GZh|vi$d3XhlG;TOy zv9*gAS7SyWx5os2z5GQ&~DGpT%_wshmU;B_3nQiSv-X|cx)v_nfv*p2Mt&VtZ9vR6v za?UzS{C*Gb2aIZaBm&GtpDnSzH*)bFYU|@qik|9_uHO@ZJ}A2zAy?C!saVjOROP`g zw)g3GZ!eiUv1d;rvtzf$mReF{SFYRXn=i$!my03y$L7a3_wE;0+vz0yK&3sN?^G>E zz>yB5ih9kOpxF^Y)8MUQ9YRNx>6In2Yw#EFy>@a~M&x!u60ZKphXE&a}mSUskTF4-WDzF3{lJbTOYT9~*O+ z#?y19BF|c}Y=A?AUAsfN?q;CO`YusAwMmr6x#~$!e-yuOPG=Db*^}a%=XfjUGG@Rp32j z&4p>3EOT>x6L;)OZ-N%XMPH}npn?mhTx%0JhggB1#|`dUG!kp<^|h-0zKCv&7p_Bi z-%a17cf80V<+K{F?>#Zsf|R2#QP2n3Z4N!)FfEcy60nI)T=uvPC4Szr_G+ek>nE9a zRsoi8ZLUe@MWtP=iLPDwR(U_Upo<5d5D5nV(U9uel;)7?nm6q(0epPXPiou6^?GuS zOoUX6A)i^>U!w8n#h*m>$GEB97eQu6c}Em(aW}K!;IMq8P-2mlqVp|DU{!n0O97D> zh4p*~&cLtiyj4I{x1e0OgIJaOq6sW|G)!IPrq7ol&C1`JJP*QOSvU0KOHsRM)1I5! zqB`w89vscSS2Eh*E*bqN`OR*`@JD&OSWM~*x3555tbR~B94kR`6bYy>E)=?n$hXNV zE>Y~VcEPTEi+?^UmXp3V6Ui&UL0Ly~R#;wGcZ0H~gzJ*c`P=wMx#mi3TmdJk!v`*^ zjGV9>z#q^2#)~dChZ5hF!1Lm{NMP7>i&vHyiFI36BJVz zQ)MsofO?$jnxMi@upg_wCy44&RJnJhy_?4Y6O^na-;k7Cmv{I@kpn@-c}(Ht$%Iw@ z%TMVWx9412*Hh0S>_9EqyW5^5c~--6$fYob_wHzVSnqz}Jn{O2WdQ({ijChaW9n$e zM@T~fC*0gfF1WF}WaGeTeH~f53XXtjtna5=;1K-^(<0ugZ|K5-He+watExR^@TW@0 zo2ds-ISg?*9?~APrhv^;p)2m>FJN|!sycqTUHp(jm#EU2OxeT!l!|XoEjI@b8*giO zkGXc6k1xup>dCHtYxlB)?UwKt7)(^+?0#O+qfy6wR$H$*;!H`kf^Me8J6;ad(T?&G zbBQFeM@x=huW)>GL_gf*ehG(_Er+dBEbnI67MJ+e)99*v#cr&U~6UWJ=mk?;``%^a%|4gA{&BD;f|G3>Mn9u(X{i| z9?E){ahABdoAF(ElaTDJU%JZjS(CB~c8go4S)qryMb@oP>MpI-SJ#Qy2-$wuNlH9g zBzwx9Bu~548)Izgd#{;ukBiL&Sd2oMLb<(p=;Sq)r#Wi+yJWzg5$FrKr=eH~uNzr(bt3CP5vc;e4EzL7q7Yq`II z`F97}rTmRmSC1hxo?I0>b@0*bV1I3i*{6!m$lYW3i@G??qN7hAo12r5yOggKOcqDi zUg28%{sdp|>qBolgrlC=qIUa=*Kg$@waja`ImTY&?K=zGKw^ct z&2f8&3fEVbx9V?}gkfC|f3C_ETOO6_NRFW?S3kmg=q9?j*Mw9{^yYI|WP`D!+&3m( zQ5`Ro82l*ixF~tH^}BrW6R8!G!QU5FqJ4Zh6mu={EbT{UW9r+Gvf_f)<*FOflK1&K ziHcP`uRB;zGcU*?bGvZFS+L0SEtg| zce>bi7hRCS2)=RZSl5z8b2zbA`3V2MYob;4Ve!fq)Wezb#n%+#P_9u?DoI@;UOO+J zm6vtqJIRh|Om)|Ob4WT#L1AAByMY@*H?)TLcyn{lgG+9io{i3z>yqoTdRMMk_8K&u zE?(hsgXcd!^I2J7KJR?!(a$v?W`?E_rgIwY(^u*zfM@QL`e9dS!wl$v886q)j+oYca z_It~F3VOqoh!q@G`|8!biCsL%Ri}mPi(hYd>{N8{7QZ(S@D{ zy&gKYNEQAXw1#&vLg+ybPiTXfehNJL=5vLrI(gHL67R7^R=J6otp&2}E=4*u{JPeb zn3PO*mDcD~`|K6g$8oaHD((wE(B70AyE|K6Ogy>&ZjeceoyJEgG zKHuhq4{4)t;Jx^kXBD2!g(V#@{7TM;a1qz@>5ryLR@o$s2w3Hux6Dga!RG5VlHD2g z#o2{jFubI}TZ`au--WRzo>VNLDWmf;m0H>Kd zhg>5>SCURbm!hxPRcz7`rR-M@*jl>nyPT5w^mhE!*S+HTV(xi{fg0pev5N{YQ02R- zYbtJ~UosaZ7RV?MN1ZH?^AWdWo*!+U}VN-u|>>eTTS-M|EmUTG+N* zxNZGXTXgfS)y|NMgNGe6XF|c_g`Dv>&|>$waIRo@(?#JDr)$7XGh zn>uv|VJ4?fTYBZ}Q)3xG71XMI>Xe`;f&MA*!?Y(;TvqZNdkxTpH>CE;a3ooLO*?M> zf~q@WpuL58X`wmcgn6FD*o-;AV4## zM`73A5tN*E(;%{g+`aAw@$6$#Zf-Dzfhke+kc^-_n`cf8@kd2b5LSI^dLeyWkAT1K zsyy)1{~oNR#7wzy1GA>ub=a;-mzveTtn7Dql?U0rsFrNqF7)lw9=l>dUTpE|xTg^; zG+)hS7~Y?>cnV{f(Bt`SE-FV-(XPCbI`urlkGOWl?TEDnoT5>t>LUP5b8*_Hn0 z_TIfp6ysj9izoT2Qlo7;S1s@U-FelvaEkoMi84i+8sfgNR)jbS^x5CJH8YvUcgoYm zQ_}A5@>ttK$VfrF-Bn^(_4B%S!X7Q3l*NT1Kk?>IPTc&Q8X<}`fH#Aj}rOn zuL_?4lQ3v=#AJ)|!&&{6T+$;~g*^}4AsW`hJty=KLEI&AjhTHJ2Fa+BJzF*I^8}p}$ui88H@#!Jkk89Gue?Zf#AP*snnH`9Wa^(%%TI<`sA8gtkB0F$2 zZ@7bc9xpgec{BK=C=9+Vg(7dz^zOF1N5zw`w8Q1S`k`MvQbc0r8P-k!uk=OzHdU6*#B*8m=k=jstI`savp8}J1o%$b`|cpm zMDE`3G|C<@`{w7M;(pVWgl5OvJG}CHN5i}f(B&zDTpwyG2Kn8LF3i>hE*D??G8gj% zD$iy}4l3|t-B{>MpQ1_ zJTPx}RzWKur*4m;N>q+G+8cH*mW12&J8AI-5qPAd>eE= zp(AM9>|TowrAi8!jGi}P_By|KS#R*d!bJ7Z)L{cMe5TX>cc)V}=k^R9MT^Y3cL&Ja zgG|tdEgirm^d5G>CMDN3I0rm2`W)R&TbS$DWl*RE|7W^1s=r06)5%VJmQ71C?Cm*UpzCUF^{ma8; zNI@)EDUNwyw$RMO5DAT&SlhuiweA4q1=REz$4uDizpthi#Ur{J%-h|Tww^nEe2}uw zR>yV*#m2Y#{VMfwR@TbKLLHJ5wjKGG-GtqaFTzOI$0Z14okjCl43TDXhU9vTeYb82 z=WF0`08tWWpNf%FeLSyE_iDf8y*hgC#Gns5?(ky|)P|zui&fZT&o`JW)Z;eWT-=$u zbgHXd)i(~=Ii89RIRflP^MPdYGbc}a;vlNEg?g%hdE*tZqp~!)$P}g@GZ+Z^>E%gi zvp4EWdzR6$aaKpY!6zkrOswryUaczCtp%fZf(s!Z|Bb7GjKccmxjklIg{7)z^AcgJ zji=P;w%6Z_y7Z9zgm>UNy8uUF((H=uJ4oM|XT*jCZZ^-qdVIOBi^|B#-Q$f+(tsU{ z_-w+Wihpgw+Ui{1su05Gdb%Akv3-o{lSW&BuYBm+mA~ZBZigpUqNaKS+_hx)g*L+z zH1c#oAr$t$phuBQ!?{&^6ZM9Q%-$8VLc~+0-7sj$Kb;--+dm}qE%8h#GccPe82hcu zu#;UHkfzB}V9dN4u_RP0GOkEh`1oBT$D~}`dNO0mjKQ@6aaMTq_1dH8GVfg^_$({+ zFSrBki>-sp>;ZF&szZxr!dPxwEiVKdT*17>>1UJbP2dQxU*Xu0MPUwmS%~=VWJ2x{ ztTy;g*OO3tGxaNLnoXZUKs2$+*Yk@JQECZH04e zt#@dYl!EpwoAbw60(jpig@fRf^O`*Ptmo+Zg}ZlRU-pSes~sWBgRqma#IPnuiI<4Q za;)m^RiKI%Gq&xI3d&``{noF%N7rN@3^`rXnJKmPmKMx-@o+a;*fFEj)9~D zaVI*8`O){K%UrbtWZphTTLX2$kg_86Z5k0Z=dN%%QVKUZ?6-Sz?96UR(dmoB7R{5k zkGoqY=6u3A6<01Q4BTLMMq&2bUvMMx&ktKjk36<}&>LWs)6^vYO*R+0o!52-*w76pXIPiAXlAy$%GKZQCANDMK%k@V zc&2V6$*{pQ^p=EmZDYq@oP#Fq`~A8$F)vqas94@9`d~cF5(OcCn1l<3HBoj@e{W?rryuTo|`?2v*%?U*|=L%liRiLK7}ckd;g%*wVl z7RCn5E#}c^uEx#E0)2yH82XRNY-05YI9R@K5d82^SvFf?=6V zKj*4B!hchxx;qCgudzQ3L0dHVanzw&H74|LdQ5N1!tjl~y0Ggm^84&cv|nBjOq>xs z=a0Iea*Wl#ps?{@Kd9`~4M0~IlbZZHqE3HrRyk@vAE_05YQC{;uX@NP9q4TGOcX-5 zcGw9ua?M35q9Y+!44%N_E0XyPvrOiY_1J$O$1Si8wIbde3Vu<3zdimhl@n!8p>IZi z6eU~YC5V40tCEN}s{OeJ;5;>3;5R?hhN}gXxOE0wiFCCKk_o?s+f}QwYWim&rfx9* zP8(6sUJd8@u*n zqq>>y*Fkx9L7|(q$rN>UEfL9~#cT77ZWp)A5=OZ_=1=o1`K&s$ZnufiZ21Qs6rPpu{-n7)#q0m>|Q^;Y-R1vyhjRbGtgFet#CQtEhKeB8m#hpHmdNx zC2pfj1S_Nn!(#Inv-cC|zBDKN<7J*_U_M?&4h$UhY3J=pZR-tj>Sjl^_V&2dxp*VI zwXF39D}Nx<)n@I`Lni+{4vEN!orJ=4?@+eRB9zYx`cF34XfnMD{yz2A{kUYKKK}Z9 zr0xl+7yoqvmnSe?G~t#Qo5=DZQ@h^dAA=#sV1w)6)^c2(c8DQyqufZ{cHUJ1mjP!* zvO$X6_g$@;PoPrjqCLaNk~a-;FJ*<9)&<5jIH*+#KURI!sppSiukJ(XU@&EtDZKL_ ztQXI!<6mWM;H~om`<8Bxpvb^@vZ}&JN6Dh*jSsk7qSaHNR;`=-+uOqorc5lB_Q1(B z(T8I{%2i#T!iLq-Iw9Ai{$@uSpZ_lIi0z0T+wyJpNNlm-9M&%KqY2je1v%3YqgHtx zx#4XSeLukRJupvq8n%uul^UEm+>4e$m8ufMdxIXXCFiVat|cW~2fut*Y+vlD*Vaq@ zwlk{rhI>JK2X#nPhujfah%2wq%X1tvqx%KF<05jrFi~Qk^a~RI`b1iu&BR;Bj&O@A zd3fgD^Rspi9-(RP`1(P|@krx)FI2;22etm7p2D!_vZI8q+GCeMeo$0??q0@K+ok2q z8bsK7YOCu#K4S~&O6TWqnzwwqOOt;61nYt%nptUUa-qi-l{RFA6Dx?<)&2qxXkbw~ zq`r{$iSoiH7DGN&gIL$yV?A~%g*(%F(c?`<)F63LE9^oPU(Y%}PD@OEp=mwwHwLIx zPgC=@fiBoy9h`sY>A&o1ZybI&lkq<0aOEp!{hzZBQ?;TUJLd9$+O z1f_KNtVBngTC9I7bCcQEZ9u@BAC`K>+_Ad<>^=S;0jzBj2vsB}Vwr0Im7pk(yEV{p zcFQz9TB=j9dm2VdhMd%JX$s;s4{zJ66J?XaoDQxtF`9ojc|v{%j|zwWZw~lOFMwd z?PLu9l?)36WRjELmG^*mgM1=e+V}NJDBx1ZM_D zX6441*QRbm4SXJYJV~PruM$z!RP&6u=6769m>p4#FL%V)O@g#U37pen|8}^4L6)XF zjQY&c8s&Wf1ct1_sTSX-KP*67c1cy;Z7_)!e{>m0wjyUNJZ@*?)<2LH7hJvmo%<4{ zQ)V4JU^nAnzdeYShxt_kw($XvjC9Lyvm`ja#8KqdsN!J`&npw*C0O|kn;VYfU#ep86i%)~kpelh_p;gBy9ayvbaf5R5 z08IoKL-!~&zIdf5Mpn>XeR_`pG7P|d+^Pf);)jCYDK4+<gH4pSAVnnZ2%c7{n@W}kBQ3Q^kHGxseFyBQT1jGKE0!Ffo%GYBk1mG%ufkCXgl`eMb0sa{S?Uvtr62lKp)!EBSd*s6Nn^09& z?fv*ru{Mr)eGL;y1pr2q`#gT_M{_jwv%=nS3*9I7I15i`E&@SxU~C^?5*}t)H)Hmg zb6Al0^$&xsf7l$iUYycWx(ubiN|A2KMgB_D60r=XT7X~M7T6&-3i+x3$9&Gqdo_Ed zw1>5SDWyGQQJ(QqP1vy+Yq?}7t3td{2OQO2cpUGCD28VTene3eR-2k?<)f8+FdyZOHpvjfcULXbt?}WbX7NSIu*r%8>@2IyC@@?Am7P9Tm zK#I@b(=f3z@UQ>IHL|nj8O*XcCMQ2(Fl^lBAtYZ*P0z(mgN@Y+N|nhP%8fkK?)nvh z;9_xV!6-uZZ)JY57CO9#*Fz+|j-o6B71V5q!L>H~zPB79ZasMDdQ*|U;_K7T!9?X! z#J+8MFH)Oi4gs~chJiaEh<)2)ueu1tzBayI#{Yb1|Lp^1UuuQcXq14_bslJ!xN)Ol zH#&KoPU>^G=9p_w$0>?vvam8o$+1T2MY5xfvWsSE-8Q2h8QBgC%1=y3-)*llaS>Oj z`NSq=3Zta{t+Mm#Y#&fXnM|YEP!LKny zxMQ`lQ@=^PK?;%nn}pFvRu3a7>bHKq%N~i2Qna{RDkBNQ*Olb>D`AGlr^O# z66%Z6l^2{4AH+5{U5kuw*=05qZ#dv(f-?8ER5J{oSad=rh91}b=Vrpqca!WwTj#eomM3Rf45%cILE3U6)+5D8Fayp~tJ!=E?jqF>zM>=b&2Qf@sZz<`u?1l}c zKY= zsEOSBmHa>?nau?g{l@KcVvD^H@5-{xCEq&Xwf{s2gqpj_i#NX0LlefOnm6)RnHeT~ zON>Gn*`J|}wDSOgL?jY3;yWllBSc5U)PLK{wi>sDvh4kIBpbR1txN2M@b@ZeiHCvj zjpmB0dU``OtMGsAvTHT&pB!JmIvAiIZdj&ShNV^JutWL*5D?&hX`*JiNN@2^XIk*t zh%GJ5nrl|o(?K6p1_?%soquXxyA2tL750>*9yB|3dzi24pF`Jhcd@0P&I1FYrhom) zT6H{UT*IPv(&B!U@@53bVW?Tv?U>bh1DK~1({s4Ub~jRkWtFm%r?1*)=in3C<2i8w zn0qB7mYdZdfSA2gc5pD^en4~?265rD(j{y1jHs&C>XkOl{IY{EPUdqg;FZ@Nc!=5E zZ*dFkxdrGpsPkQ#_;!tueZ$T#3O_U zO`>u5r@!Rc2~x2Zn@bLafu3m-w{CyvW`1{-rR}$!UsY^n2799~-!fC+eUPYh(0M5& z#Lc{PI{QL(E?S2{`Ssa()yMeP)qAEJmDp@JR3j488*vaeQ`3t?=7e%nR`FQFxV2t2*eRf~;OA1on z1Q90XQY>Ge9CGHGOMA_qQm=L-XVB}q^x_cL>s9u_bts(>PgByw{j zIQ*InK0U(CuoL$gV0UAQ1xP#Ph)8NjM0mP2DNE;?0_<`b&p%2K{%3Hz=UEgtw0^KVCXl|-!$)O&iGanYb_oV@;`2^@%Cuezh)`+J245Te? zTpi!a$gnovnYw0IyK4ZLTOu$M+qbzYJHsaSYFN~40l*Xf&ByOj#R*fB9!D>KjJoP_ zU@=EDc1j_(Gs@hY)8qZM%H=&~>7|87en3||)dLyUKs+~>W&k}HFl8iGyCK!~?|hSN zxuxlA+8pi$Zrau&V8+#|%kaVw_j$B>`9@`iRo6UWemqqt*i8RJR7T%?NXc$lU7Ij2 zbJFTECij`omEt13nO%<65>Y*1YjS6x2RDTJLF%+r$L222xWx<_c;mwwRbYIfiZX@s zJ&FQ!gM!1a4T|E^&7V1u>a;;^Wv9;(<>%oJgH#k;4FvvlkP;3JH;4Rs7;S#RxH;EZ zDcuj~jmbaMLtF>Z>976)w?zcF{-X_(nb6xXUcSE(pa5&YcUU=+bA#1QP>v%gW#n1R7cp? zcVNnd%R{lzyeh24?LH7|POd8~69H^IE=4ANR!~NX0xGae@I_$ed@CZ!&JS^cMU)p- zFP@dC7cIenk&UPV;a;pW)<}5A+OTdh)G9)~{LG)I*UAqk|FjO{F0TVt^5sP2w$Hbr zD*yF_c6d}(k{!!Mf-<-B#rL8S$y3L-i}T~DMU zA^R+*20%<3&-Ek9>R>HE5QNN#{o5uaTEJm2f);L=?exAVw#=oCZu2<(mW`Sz=p;ZZ zEF#n!aC|*DXAl`|VrwAQy6FF&GMb7AJR>txUovB)zukb{BE7wy)WUp}>|x+3we(8} z%4`gDPZUbg#wPn=CbsriK+&9XQQrLNe-r;-#!`jGv2D1&7bEapyVz6R_jmV8XbUix zKmybHH>hSt>L~k8GI;zlRX0Ml-r4yCUV9YoV_n191JM3zgh^lmFAel_a<3)};_N%7 zMOBu+k6KOVr?>W3-eM;&R=aIk@{*!FNQ)6*dv}=OO0g=?5!7kR2nwZ(!mogB<9WQ^(WdSxGhJB4 z499vUliMLqCUAnBIX%q^Mh6i+tt9=QRNbXY2_ndX&XfY@?h@>8;Npy2^a4f4k6qLziew_We#GjF`260kAxb9);7iy$Z zNa{ER&lFTdw4|t_Ga2?*Z4bO0;IfJ8#U}8PtSO@>%RKYz$q>qG9aZ;1SD0Mr0s_gM z+d(M$%3mLYGopS9AI!fRTNel1SS62P2D$aqcn=h40q<(U)4hd2Z5UbT=LF) zf-0|QUd@xK+0gVC|$J28;1-j?v(=Vg=d|C;a29Kv6zRZ`{osh z;~N3wh&$W}399e<3J=~cLF(?5XnS2=22gFEc^;!HqUrrT4O(xTMQG|a)>|jM^@X*2 z)R3dofyL--o2@I-kO=(LKaSQ-C$HqU?2S2cM!LuF3!V1|-%Y>ingQy;L=>T7kGYlz zfW*QS2j6Upw$g=L6}(99yJqcPr3ks+iHzXbClVNCdssYKh=}|~2Y{=k9U*Jgyt6yi^7XSkw2`VoM_Dn9@y4y!ILNz74XdhDS?*)b|Mu+gOq*r$YZugx! ze#85d$}7M4HR8DPrDqQ5vzaOQDuwi1aJf$X|1N`70eOq~r3~?1(YcelH8D8@#}8tm%(pPz+w^YWFe9oMvJA8LM2a zNK^{*PGG3+FmqZmCeWZ(HU}Id#oX#_u-wT)$@l1WIvoCDr;Lj)g;!;YCdN?$0Zcc*|}s&jN~^@}}l50?_Z|7~GwpQ!bD zDIHUvQed~k{+-{8e*Nfy!JnfR5%}BVRw|GfrS~(w1u|cc3@?OX(E- z=q8tH2F?PQ8wIvy!>%+d_bjbnBZomMjC&Hu-nvhtI7GCun2v9C-aEy-Lo4%kksDG= zf{Z!>P2i7)LF57|CmAh763`b*oW{SXxM-;tDxqEe8=B;+>_nwS(Z#H9$y?6B0T6pC2hZL(KF#+J@;ATPXN< zRn&Jp$OlKK#93Il?M5liTL?O8uP@B%s!zU|V|HJ3tGi*98O4|}2bSBrw3{dU^TWzg z--lGFq+2Tw27BkX4kc0`h9g>-7Sx$lrHM@5+zT}Sz78W)0?@j(y zmmQ03`wFR#V7bySaIZ@ZL^SpMt`4LYLAYETb1PjN>P)1hfU@l)Mc(l@z|=r}R(9I_ zenD)5=YJ9(bAizTbr<$Y9Q9Xm3yw|4@(EdIw^j@{UK7j~i7>WUyLtQvFHPd$EtRZ#Qh# zFumU1E=}rHZw!@s&oEj-B}lv37~|5t`~`0)lH9<`bD3Fnu<=ZI$M*<}@@H|T}?jldnSu+u+8gK92<+d33jVa-HW~(} zwL>4lmXF)c^tzR3p);HpC!+9=_X4;WeNhRQ&$%c_)SbI$kJx~i)U)Sg<3 zS&31Dh|@c02?v{9L6Ur7nPU%R!9@k3(K=t)9+t8gj?!1KiO}73bN1B%4h<;tC#oOL zt4b|{%WbEqf4Akm3DpeuE3be6R`1Ta7d-P6dT7x65clBGTL=eP+h5A6g+9jZzBpK;=G*5;^$xBI6n;r zxFL*sdxkso4SJ!y%j34e$n6iWg~v4F#Bh7WEJPTWAczm2wNiBq!e|#%PJs!(ACqdW z@F357H6_NRG2@nmha!?$AdaV-Gt^AP=yOi*TElz?Ix+rP$8PGfkw5+K(OO*0m|Hz< zSLaCm&J|(l*x=K5rMEN3wU%*ZZro^BR%@r4+CExcFHZIulovMlaMy%Fvh-6alAt0igWs!OBlVsQ4f1d=vE7?d(8tMlczYmGGD`lM?AzPT89db}sE8QC~A+~|K(qr_Kgw|aHx$IDEt(=W~; zs&4L%VphbYm8u=(SY1Cgw+%HnmN;%bF}ACNlF1Ceu_~ZHwQA$*+SWlushxvO=B2*t z9q0_tRPvPA7jnJ5{WJhr00qcqC2{SR2hr3YWp&Pz>doh96|f^;;DqZ*rS{u##gsN4 zzVqBY4fR_Kx1WLIyaEW?V&#E^D{ECf)YX}wP*j%$Hg8vRAo9+Fa7#bJ@@r}!a_Gh97ZE%76tft0h zAryYL^QM`0mtejvxV&a)5FMQ_aIo@p^Vi`>)PN)!0l^m z(>K5gDozcN4DQk;_(6>YZk|)5k7=0)3(~M#LfIuAtnqnip0Q^ z-@kVoqvj%3`w>Oc2EYY>#lF%{M(XpnuX1(jVKCs=1tu(sJzMCDbI&g`WZ>? z-=j?_{`p8k#4kCi9lV%)81{$!w^;*g^}YZFi3iAabL^<~Jeo(9e?2Rf7~eU&)rwD=OIThh}!4lETglr-sV40I+(TeHWUw`QGOfLix=gBsd# z{_juV35@0rNMfe5%GlLx=`A++waYS}{yR7!U{sn9>u}Q;5`<&h)+gZU31=pnwObJ(3&#*XWAZxn{!{JS}FB-O7 z>0DdbeLB4Hkx3xiinI4@3D!<9V{I6i)TYIjzfktrzS!o0ueTFsTZlDIY0NkzjbW~| zg0rz%J=w1b+cAmdq{j+ElycW z$u!vq&x?0wibEbP0m+;ytapZCtsX(41wkcc)>;REfp+p~VyTz-bid%3INUbptltky z28=$vqBy&!=_RV4iN~FdNB*?auc!LgYRuSPc0OLwcIX96DRE`96C$BDPb+g1cz<*Q z7Uk0xrbzf2ISzqL8XLjYp3<4%jTkuofXfNK%J2md0p-_|Msj5N_TreTj{tt{GABz# zIEbYXvV$4If9I+-T0MO9V)4#I7W5ufS2cwvqg7JS++7M!88?<$_Ok?^au^ z+Xwe9*WDWw$ZULSlT!clx;*RWY~c44UCjnnRI=0Bf-$Uc;95a39;!ygn zkJWNTUjnZ+l?;s?#C2c9@k}iklE57DlU2SaGlAFS2r?QiFEfU`D;ZD@5^Y@Mp+vsE z*L~nR>XJCUa--0HKCsNbV+FSr8Mt*q?1&jrp0q@(CCtlb2872iUSQq2|KQhMi=x9N zUN%3`&>SldiM(79tndS!gl)V@0P(P4i2?UfH`oBBKZ+5z2%GEbu>K3#lA!|~xFIdpq>Qb(LnS$|IobFh_B`d0tX3JMt<2B!P+ccqBL zB_2F~TbQ?3g+~yyw-9AsHMxb{=>5pVMK{T26h^B8p5m*Tic_4%GN&1%YPt#B-%X6v z1*u9li^H5!=!6eG587vSxVZQ~lceOl92M$;RI@KY1X1Ak9>bCn%ACVoXq91p7aQ(1_Ng)IF8ZH9IoC}dzSUx@VLd5#FQdVRqU<@d?O#F`mG~=PFA_vNUgenP-S+ z7X2)GH1_@P@mkz!g~x*MwfytPqh+tp!q`jSGK z#6{#+5c02uC+KP$Dr*c^OSSn8mL?#e25wX96>v4z=*(DCi`pjb5+RSjFsb54@>w+^ z)En0^+Llat&FR{3E#Ldb%tJTL%Y^&HzVNXqZfu~BaTv@6 z3y(Uz!lMKOH75$SDtd&lg%K|zy7Yk1~Cog?0BSi!S5%G|=Bj$pw-vb>6DhY|#ywFlks zrS+iPyS03jKMCCj$5lTp8ItS2m$ETv#j7CN#%_ zItKp5szVUK9u{+f0Wx3LHSpghbs%HKHbvy78^orLzIjinG3An5STlHy)603T(qjh> zSB^BKqIO=rnFs%)5JBFXsy7|TBQ)m=)MfMd3cXw={NXjYzd2<>5voB%uy(ER%=OI- z+j@v7_((h`aP1?Udh3)NxvqRT!#a&h66#>hQtNuR?5BkZ?+qkn!ivjXo+az?ELMpX zgvzu@z&E)}>1l})d>XPqr~3kcazegE0hTK@5`)Vx+uogw&)K9GUfc5IK?EI>5Xat5 z1V2KP=7I^#lTROeI!Cy+8Ll1wfoQf57L-u9VZz0MQAqc@D5-jp^pGIUx~=lk{V{M?uYw+e1(Y?1it)Ai^a}PO!QT!b~5M*@JD@q2+ap5$dxV96JXt0~`G1K(@1Vv-6*h^q71NjCqWF78WQt z3tHkbqqa?B>fep|dC|uv)v0Em6cN>mkm5m2*@Cb{S$_+B;vtx;dQ@;r4It0NvzMq=gyb1D34A&mpC9L{OpWxFYNU z{My9tUZRj5jnXeH>dUL!ypN*$D*bT8BZtKS#LGyarsH8DIic33i}}P`Zi?Wy82@-< zp$QzPet}he&+D89+8&Ys3OF^tJp0!z#qsb1_$F?3FnqWFfxr37zUWj;`b)3v7gF>p zr;}T+zA0byJaE5Bf6GwEcWPoEIOdr5PbpKlXN?~q7mv@F97u<`Vo8aJsZ@i=op8T> zE9u0lY_i(=-8;$0w#1eO1)Wpqp6m|-oaI-D#_RyidgSo*w5VPu<>TFZMLS6bGUKjMDH8JF+>EX1;?p1W@VeyH z$*;z&;k4{}dv(-%;99Z35+LEZSBEkFUN?!PT8ppQ#ExEh1?_@y31W29bJk9uE1i9% zs=~&P8`i5{WFkX$xvHF{sZJEE>ya-;N>{_7?KZ2cJdFx5Oy|rO?Iq9gZS-5Kv@nF@ z)BKF2NMxPupz$eH{^e@)C~-8SxEPZxjd8=_;%R9KsQg|O19EMO8E(IOFSJ>WD1beh z7KOE;95K@IEjVxskX~9<&{5FYdPfYzS?MAH@fG&!cJ7vg1IgR$C#5JESUrVt1(BGR zwzf@eAji&N6z;=aE_H^BOwGZDIbNFM7Jeg}WmY9Yglz)4BCP?P5eFxK8&z_zBK5MB zJ=gc1)wuJ+Pb#=mtoI{@4XI#Yt-ZToo+FANZab+1s_G)rvx^c$(h;{N>IJ!~nit}e z%C;$r*ga~s<*&fy_!9yhlkvmga_a$x(Q0|1vlHywrpoM<*MpZA^ zou=PdrSM}Wa0~)u_|iY7XVgEQ-PK-YPf-**{M&ZR(XMcV5^HSKf0mD5a_g{DB;#U# zM*;Tm$qdx(Mru$Tlg@0cWeJR$2q5kADTmNwmX5eVZ+r{(ehsXF<&|GcK9`@w^BEIA zlrQ2{(N|j0=~ZqW@e<9il_t3=F^J=k$RcEwNw)BRmHOv}wR}GcbqJ*KA$>o8v6!H` z8FhPasQaDq_Qg+{G04!ccfwNn>$%_q|B#oqRwPaB9Se@}0h8$@q*c5Lo^%O`$-Ij~ z9X&5B^v^DD-8=VnSKwJzh5)~)&`R2xiU?Das|M0$q4ts~qlXLpXO7hq3aVWAB4MqA zHHRP1+o$2lGyB$wBy|cAZvl-J3{kyu@8Gcm{K{WhdRmp2Q3wFcz!uks6mmw3BPQeo zFo8mRaB?zSzY|@01bxSsV{-|*lD88S9?mK3qx_hR77sbUF{zz8WdskpvWAHhi6`|) zx1tyePM*ZWNp)CnEmYa@RTpQ(1EP;j6aLQ7#NTDMXE+qG7T zQ*j7y(6p(>AlrV>4e~ZjzXf*dG$}$<^SMlD4rrPkVkl-RDXJXuc$81r>}jxqY~XLE zDC>nL7$mYA2I0EeUi|q%sM{M1q27O`h;GMd3-mn3(qmG z2W?S5I#AGdg@_=QUPimk|0dT?&x#W?c$Bi_LI2h!AJ@D0=yBf`66~yR>w7b0+$M~c zr556Oude|yq*`KWW7w}J@C_h@RHf0u3KXBt62#w=>BskNS< zfU+&55Iq;xr=+-nV$`tC}qu5ndRpun=&jH0&#avH+?EWaPruM2H%)riob20XVBJ_jGsXpzW zaHu4q&{yqJH7!g6@)Gag%-kqFC|Mwx+{2ig`>7|^`n#EE6lGQaRYz3?dG!nb8!hiND zUz`phcF(G9%O$fR-)pjU?&B{(Y~ahMSSwNL!T(3nd51N5zHeWGi4aB+6E+G62q7RKAc$JF zjDU;;0z?Y|l#wt3&Z1?75%!+8%&;RMgn)_>2ve-eHd?k?M^);8TKju1zVF}YaRl-_ z_kE4?{G5}1*0w6ijExhZC*HfHJ;QEX9X39mf30gSHRI{s4>;*F4~dkr?s6=yvnnsZ zFUX5!lWUt#JL9%h6SlBgeD%QTLyucqGJ};x1HKG4)mKB4KT#b1a!K#F@R&~LlG=jG zF`pr<|Ap_1W5Mf_2TV)8`)uST>()7hn72n!e09e=_h^g()$pe;3|D89C5@+##~NBd zg4yYv(9AEr#Kw}{>FQnFNb`mc!y4aX z8;NbTr5y4jpQFwzcpFlT-wS-zmW~LJy4oG&aOXj9ts%mjtew`p^3CpB$X^<0*WU*` zDNSu-#z6EX=RSv3y+h4|gf;9C8--&;CEOA-`{wIXV4)$b{x~U-gQ?VbV0LokP{C(= z`|e#K`Rk7lHyacb|9HHs!YlwU|ZmR=(_Gp zqg>G#uk{idym~wf?zNj+zk9-`%b+AabsU?WQyKlz2;01nEqGRetcVWr~M)gTZF? zZgi(#v{sZGPx0tXAZaa-nN)wx*gAuR*`qlJPq{2WqS#QZP6Px$O)#vkExI_VB*Cco z#P75<+m?L>hILjq3fHt0v?NZoxLNvk1y60<<3&ji(Q39e8q1;OYR~-lw`TG<`9^01 zTKWYeHU{*d)!vUuo@l3vvKra6Mi_b<%r^FAGOjAB_UxB1ID1Nf7zun<6VtzNR zEn@GkaZ>L>-i_8Mm(!yl%mjHpDfALlvxWFBIB{IOc*9++ygvu*E3d_PH?z2vz(u*K z8b&A!*Uw+eu*n3E8!8po-=m<=Y~L5YwXU&v=qRNib>=eIg>xlI9zLU*{F0H+0yNF= z2s#~S*a6l@H%A3ej4p4?tYv@l%T$7V6`6_9iO8deNBxyMsmLH)sd+oPXpxJ0n~`sM z&OfEbIe<=NFKSDee=*lBZX?|%Wc=iOVNh_%nknJ-JX-6jRErVS$55|RkWRL@H^!F$ zbOm3OW8K*$rrR)LH%JBY5FA;aPG|B}KrCn0m>RRMDj%%}1hZ%Cri0U66 z!zY@d7HT5#6+easJGUe-_nE)(QJpu`V;j$CmCO^8_!7YwRI;Sz!u=tMcu z(HR@y==GX`FMaFg#OeS5$y|cofITh>YSnW}6i>=?L!C(V0hx@W-%cS^gjqN_&O(>L zfzT@S+5m`HeU!3v=wSqR(yqb#5zCH#$76z@ZY^8WRKOc%As6w;hn5%Mlg~uE0g=*! zg7$$??jNT#Dkw0O76bQK*I8kfi_DCjq=<1?&bF2m%L`*>rD}}pe$UnQ_45(cPSuT3 zXicM_2Wl(V%gp1+4G|Xv>h7vt1nhK-+qT-A_md=EQFqeqb(>N{p=RFfY1I$7!fasE zm}g;{PJfN+iB)dRe{4vZlva-cGF%zp%_9zl8`#ilF==0k7UcDXE3Lyib@)tT#R)f8 zk~~{ZE5;H)xPT?BWBF-hvUWgpA8Q7=O9UOiqhla9q&_yshM6~XvXsqRJ-)ZB7Tlde z$qwVw-mYs*IMZ#lPx$6IgEEjj$9uGzCKHxHy757abWu?o83A+ft};b@yo=hCWzT^d zownDG4hrfrp+@x1G4w$;M^%l2TaID}@7GOZ zJ>P>QC%QxL_KI!mz;67thbZg7h2?WQoW(Pn{50($nS!4F6-U3Lw8W6dKhwER3H0b{ zj=8%MznD*lXYV(fmb!C&RkGD6pKM)vzv^!F|&%D-oT8ca3 z>S6tBpI5;WO~*U4!T7>0O5Ws3QR*sa_>K~EE-tiu9yh`@TNxA3wN?5dcDcD~qV%^t z|Ga0}h8i+))xi~Wj%H&eG4S`Pz=>KDZq?;#8Dw3*BC{|901EZ%a(eUh97iKPzv98X zreq1(o{X`g)C_@N)}u8{aTpGs4NPfJVn@pX6#%P7CF&b(F{3pZv60c$2ADx+fmDuF zmz158Ldv)o$0-TgPnXj80`&I}ouSzuaODf&tC}pZj=N#3Wm|@Zp*heUT7d*gH;utz za?fn)XWj=u@IF}Gi1zWPhNltDU-{#{S7G=xu^HXrg~~aVgBlv=zF{FU#<)0#2$*~> zrY;f}?P&*SFhUC%Cw0wE8WWDCee}MT*8MYU+z3e3D^K z9{@tsxSs)xzY%rz@U+`&)cUrCNHr zY~7H7l<|uvN#bKE#YgFoNFZWYl^oH^lv?oyY!;}9hWvn1Cxi(qqN`$ujv50z8pNeB zu097}?6V{mpD47z)}2AfvQwDA-6ud}&Tm+oU{~hM~A9MLqvi4WM)i4j2JGds>?dfKDDMZI2~KfA5faQ~`Q9wBN9RRVhU#Y{G zoWN}7d$r|Z#| zCiLU$nHCW?s;S$kM^E2#vAFtAgL97>@w)c9P2evt1)pqkNgs$QdyvtZElseMeQ@$$ z5c~{SSH=l7nYWjNIj8u?84t715Z$~NmM;l(8k&^>-;Z;33*G|o(R!^gSQ+tY=_O#$ zpZ(viI5&s*Lg{d`7Y&Ri?(Z!Yu1EBT^^+;2ows-qTPLb@m0l3$F=p0o8Q^m5I+;`} zCeWAa4EQ80b+(3U44~jHNOkE*%FDTK>74Vt32+vppQ*fTF-`(4i=yA!B^U2I|O;)`yp`k zy?)xewKTeSDy0u8!Ra0w?^P;_8%qsQm3f-HBOf?DAPy7QimO)A{jhq0XPCE{w1v7d6d7_N%b(Qcx%jmM1o%T{w=P~1wB^NgNuOm((w#ua6eHj z)z!XCYOGCG=ri|4Np|zrDx~R~wd?khS2sfL0tYjR1w+@QyZ=3u9advT6!+;CQPZW* zsvMcx6Z2)W+(Kr(!F5wV`^#WzS`O~+&(p9IL^Wc}_T=bB)AE6ZNY@?b!b`)6`?|By`r&(L{ zmoXhlOZdVcQy=3$U7JR9AEOqpLlj5cb0er?71+BT^eBA)b1Wz9c&W(8^|DXIC`mH% z&>IS}8#mgu5`J9BULZ*>&y_#0Z2B^MHfQ$ZXxNc;GiRK#~uT zfyeJ*!4(pFnM!7gAB%$z-wazj=QSH6YM1o??K+a5Yyk)mqM5NH<6WY2%cmvHIe(yC zd0oo^h25Xizuc2Rti4a9d^5m`MW4iHGCDDsuY-Qiu12w%^7Cks*57Kcb(U(1_RBt? z{eR)Wz{7Jqbvp<-Fn`Bnw$Xf%MqfIPkTB+C(@yi2KPs1lTYd{xQBRDOz4|_(+T?10 z^KTT%nJ&EWTB*1@kOWZkOB^TURp~XE;cf>^J9`^*QzKbU-xJIUzf&ahMcL$;o_;_H zQBs=N>d0Z@3TdKe9HrS-Q5_uo5GTs9?nK+4KdE@i=iruy_gy{E_|+Y(U()oDn;*jJ zr2}o)b?)}MZ&FvvCqV^V0>}$EhT~7nOn+F=2T6SZ`+fp{JfdPXZyh+YP8{+an}MI# z#=D$nBWfv|Y{W&)oW5D|S96!r)BfJqd! zRWrpMm93#4<%8xe29#rk5eA32xZ39ot!@K~Ix+&}54B5TLE87Xa*&YyQ!IfAaH2cB zM3m%UnDB_*7GlgWPk8RmEpK(1iGJUzJTWlb@#Y zzBTWPwm3H=O_I0bo%%gm%V9m#_VTv(OMiV6`V6FSqV%g3^sFtEpr8r$?pR-O%Q*dh6SFty9Zmy}W$I zM*&AnVSSoZDg{|$E)6Yrfj@o?0K7uTAh2a4J;B~28bD<()Bv738xX4eQZp@EmlaU> zu0NeK1Od%1{`i6?k1Dt>XYh{IJOH3L9-RsO6QYyOW^P;Bq@VLdip%lu!(gi&dMRIU@K3<%t zyh5Ed)aslTvnhX*Sm}Hcw|=#G{Z2)28HWH>4zQPw1vvj#hnBlX&{98VUwFA@h=vx% z4c3gaB&aic4JglN!Rk{xQTYwak632FJYA@*K*ma=~YAEmZh!Yw}$;Ks% zxTjk9gNt^3b;PlFVZFk+Xc7+9F0H1k(}%DH8m@D^@fMwf^STU(fU1cE^jOXQYH zlNo2crj2yxe*@P(?XH$&311I-#lW`QqnQF;|qP%7L@%~lLi_ku*N6xzDK>L5p9QH zfHxfjqJax$<3?VfRFWL3jLC3kJHT4FFsQ&fl0LJ+up`#qJa#!N%U^4pxRD)BA3z1R ziAP(mwoaj3lUlq77E+NHbPH@MSukba5Eb*Be;4Qy`{}@OS#r0qim3l4^N0wP`A<_+UNP9@WuN$@M2%G4LFr!L-^P_9NHJE?-_o(D!ZjH3)!Lbbwa58 zC-V$bB2~D`=H?6vUbynC~}%e4okN_ z^Z4#2!TUfjvur)%HOjT-iL^@w`EOg0A9g(R+kX8OeR}LapZKI7)k2_SHEO{51gXp1qgG}hGY}!ug*h`SBb!+m$SQ8 zsm6Lz!u>^>g@5=4L|S2$3ZW7r3M|a*f3rV229Vf)R>TUuSi_7X>m4srlc{|K|Bc!G zd!EJW4%6)otD7xge=B+>T8r|%syy7C?frBWg`3lj*@F$0>J@m;@f1x#^(rvfUiKa( z=tQu0_m`0XVQurN*}N0?@Z>|+CiQ2#7)YM^Wl3~jSb?>jV6GfC=Nh-)m6-IX9|xTE z?iRQDbNH&|`lDb(S%>w_XAVB!J<`EnE~75O@4Mm!UXyqjrMfT16MTk$;9A9+#|0e6 zPs%@s{G}TkHIG4xU)l}{;p!Mlg#%GS!C`2lgg0>*082I3evCeyIP^I8qsF7_%Li!v z$E#vLYemh>8%JML?Y!NA1WbiuBE6j})9M?M2`Qa+sBO{YPSX>;SD_a9kVp2u<}JIqHb^dItn4iQwV zYkdS(totaN=>Mz^YSx^(SD*_f=EXoUQ1+_i^`467xNgn36W5i|__#?wnaykYf5V2{F?Gpt zP+|ObvR6tiy5!BUkCxm%y|venc%Z)iBX)7h57-N>D-EC`^IHxU#&L9{q`L*U zWI!vmzAFeIA;kvgI(xUl&#!tB)UMvlCeH4sujbk}2lr~QD4o^q+Lcu-q5^A~F5yD0 zprJntNT`|Zl>q;;s0_O^3cKHRvbUJHm;--sK_WL<@cEl>(7y2)p@zWe;c|d}qOUdE zscpxDjRiF9WeQH7<}n-VMRSqqhIMZT3in8~1nZDs6Y}t=ck72Lbn>~^#eD>n_uHlk5)?93~CVI7np$ZWv#59=Rid9Z5TD@4` z@7Vgwtxp@BF)yc{WN+G2pGw*k+j;@=&^4EqX~?ZZ`0rmJxl0y;fsoVgrt2q^1Y9^^ zr|laR>djhE>bq}RW>sR-G{y`FI{NvEQU$tPjOUF@92C8|b@?^S&ZW8n+u0mUn$!o} z{?pt#y+Ya*+^;~pQNEUnvTm8iMw>T8V+5HM?6P91>vQ%7XL-cd7$L3lOt%lc)8Eq) zTxEhc(5tlv!kl-+a#e;>q|HM})LUreJqh;oJG+JH{``+&J(O{02xPG2@O&h&?TL92 z;NB2O?e$3Xeoyhm9R|=Llr9PNi*kXCPXgp9;x?kcSbsdCFBo#CAwTQ8%%B8iEqN)0W@zbc=3C%94J-CdK7kf z`iBTLtJ|(6@I5gPU#d+#(18iJ`7d`ZvMl;!*K<^l=$La3(Qr>H0-W6Yev~Gejal%; zPnXyqtmps;N=;jPyBns3BiGg6r>W~BYS!wN?{e+yV44c9cOy|R2kB?zT+7PBOPu1^ z>qP(#g>%xpDe^}Z8_k)#&VFiMSGk-U8+*1D zbii6I)Z&$kg6!t~eX>(mIdYme57IXY#F1^3%bz>dtFy6e6szmgpi*XDREn;z_FpI) z!l>3mV;an50ddJrS$3}aCQ9JYR@>2!FO6H7j{U{8y=xqz9twU6#_Dh@d^Nt%Bi20c zXekVK37{Mcq&_!P4-*u?4!fY11!qE(2n(@lSmTsx-+{NRk}L*v?I{EowcyUaXf9z^ z`Yzbh-*Ux@Xw7vrG@v=BNut5%WTdA#+$BK-ity7L9Yv^wv4)^6sNzPacakIrnKJ9Hxwe6l9>z*Q9{4IF)2?H4EYCla%vzA6b^XE8hwf$ z@AuL0wRbb<)45fEZ}1TwQd|4ul^n*xwn!xzUHmxvLkd<7!!YKwCl|&oX{LE$qtIMw z9o%CmQc09TU(a89@@Nv83Ps=_Ob_-z6iq5QSKT#677>m0o6?;yFy5*E)2#4izRC>4 zUtK+3gzu>=#np3}Ss#*pIb3aE3tb;|Y)iw^Ii!WI2Xy+SEm7$Xt2iQd?fSh;HyePGGZ64FydBRw7u#Lb7 zIWqhfl|rN$lr-Zhn%$=aDSENF3GpLG#B$B=x<-tkhU-U>)i~8!}>fMhLTDBBCMjY1XoJs?yrnZXP`xhj1+WfLa z^6e0ekzyDIwQ-S0LEAC-!3i^XKSsg5K8%t{?f0x)f64+I3+5520~Hciw`@MX_r>}* z6F#QNeny&|8PTZ;_|rt-#YH2M5jg<1O#GyIVoh)vj&_KP`+MkQuJ6!$7s`-VSo|HBt$Umh*T~G~Q>CekNfjEe-pgncXfb zGrliUim}i=rF3eLF)#Pkil8$CF8x)uE+zBmUM4B(y|zjaAAhb{C0LnG%NIn$b zFn($M$kY$!TV1mBB&Ke0uPO9pN&re6(9vs(uIWCzWg{Nl;2Ix8a-6yd+qLq8I5N>A%Bt>_;>d3*P`VF&KllL};$=MWZ}3gcv+iJ3wJ z1iYBrifi=K3qw7NDjw~G8TivO1N{30g#lG~QvbAszn6EJGxZgS6~^p?gYt6CJl6+~ zd<;pMv_i+^JP*xhX5Byq5q!)Z5H283$;T7w;oq)?+Am zvg&Lr4s{ zn=Xtxe<$dK9#HYDT?d{MSrq~@rd?

|?am`MR#Kl(VR%lX%v`tl?N;-nqIZQR>GXpch9=-P5RZ*ig@lCX!Dd zajZ7ACa}EOt2~6uX{IeR#^st}4MX~+m^G*vv036mQMGPw$ks-$3R=7{ZS1WsZ;u{u zJx^a4tRcK*;D?G<8)BfGlagd{EQ9m@$8*U0GDuE41lyt;hDUY+T)NqI4Wn#z@6Uol zn=;u&j3qU7t`f>;;c88r=h6TM=OCg6LoJe!-WAe>2X_f)NX(k-h9bUvWrUO4dk+w~ zo-{*DiYl)y<;8J_zwEXTo+gaPR9y}9Im|`kq95N&RIQgL9)+bG1*l_@K; z@tTq4n!7FkvYJ?bhGklfn;HQ3F$rCW9y8uk8L-|bkTMQQk5&#QK`uuQPnP)N+mAZ=}t?CZR6;3(*vz{3c3h~C7aFW$#=g1+SyCGu)#D7+&E*Mc41m0D^aas;;E7$H? zibv1tPGfgKSfVz-Kk_ak>z^>xy0l|<55Ywn``vJ}*7})VNX5#>7b2!5GaSjs0q0%^ z4NuHjp0my4e3$g$)(+gro5V7rYpM*t*Cx7l9sm)*2}|Ax>9&YQ>Q(e`NW-Os;`V729 z0wG5|-_BqSA7&60k5rewx6aJ2?p6~5d7;Zq-B_M5nwXZCC&nk8oSEk+%M@#DJ z9fK`VpBa3Y>F%`5P`U&5e=`mGhfff4lKR(sroLe#2rl|@kn606&?^X-smyX_R?8Y1 zlkE+SrCmRI_Mg6$&?y%8&E@ZjQ)a8IgS5LfPF;`+BC4G@h>aN>Hn8P_htJ`^QO!BP z>pwVl+{PuBl4tX0Zw~J~lvzEOo-K>(`(St~q|2s*f(|Jon`xGxmsg@z?B&%2NJy{g zrFil{f#C1@LF=+Y=SAG(B@8DEqHbFc&?>#i4PpBgWNQZ-)%TP)m^Rq{4c8TZBI`ETelUmK%GHM3BYU8O zuuNoOHNL-M?CKdqZ@1~_B-rEci8c`I<5&)A+b=1rZGWmc;cD}Bj zsMQPIEV8yv&QW-671nJhXIr;@SY$@Bd zt%Vq4PF9okcb5B2w}Z>%8k(USas?O} zo~5QFwK-BO4|BBuKS0~wQH2q&%LTwdo`^Qn+i5Uk)V>IaYi|;a4a#JAnw^y20(|z4 z@2S}TQ}?~&Ev}t*Hw4m@C)GlwkdSVZI!tlQBb7qWkvExYtdxH-7NP5p4I&av*cf$o zvrw-vj;NbQ2O+P`+C2i^+Ys0bkjBv?&|yEnp4HJU9m;U?es)*d(MVn9HtRRZ4wGWd z15)vBcBu0eV5u$%thaoZpi8_qFCHM{f!_NcHz*C~R2)(6whxdInwIcJ>myRAMYibX zNeM?7#6Fuf@*crhZX_BAC^4k^0GDP~JCq;PG|@FyKM&ih1anpySpvo7NdRWlY(=fY4IY;G3sug}%NgCzA-ZMdK7fVFzpWO`f>k8&Lh9{KTJ< zr}fY`U-ACdx$k`7SIU~2mgylKgJ9w&{syasAIh*!$sd0dMYt=_?{WKMs|YE+kk!WJ z1A=m*D#dqC_!q^XoEmLAuHZ73dAB*6Hrj&sc_bV%P}v#87O4KM(sv(}u<@zBW?2z> zAENR@W+P^}vSSC;P{otU*+;D|#lFvD{a&lI2BX4Pco1`9sIsW%#*fyDZ_WG#i_H|k z0a&14U)-ZTNAjr|oFi6&+dVPF7+>^T5V*u1=|Sg7!#iuh!k}Q`Ce6LcVdgym68sT-+a9a9~&lKR|Q^yW79MAf%vRSwNw)euUM-f5A`Y!8?d{TVSVE@qgUPal7-BJx}e3-o%CC0+s+Sw^+}nioDD?v z1=~_sR5Jp=yGq?IJ-A|#?=L;Ni%|SKq0%$)L>IL715eh6h$R#yD2UTE?Hn>nQ01}V zN4^Yz&oZT$vnacOd1IY_uKz?w3UyM9G&?n-OTkEyOrZL!t~U1H}B=|xI=5j=e)-AQv*3FF)Myj!zCEvg&kHKLM_NOw@VsJ2m^G_BU` zZcLEjgfAlgkl$-R+)01sYGf7BCor)5fkp~vRarUd%q=?jtw~25c>6BXFhw-J`A$oA zKM<$EhVU4z3t8cZf9g89BazVkqYoj(Rxi8Q6-1PoD!vMkoH@#o;%>jE-0%sH-5xT7F7nXHoc%F{AURFqK`x$+v<_I9APVl@m*`r2Z>xQMaCIgMgeO6bMG7Q1)W`827+0AD~3 z4$hjhf*1UmB7Dw56^V8uETN0_P`K`kx1=W)Y%Fn|GJYDR|Fcr>mkHU50X|kx`C!{; zyfpF_m8mU(%$N|D$M$Y`C-41=hI75?0<&50d>H3uGrAV{yOyjK*yGI=xq2*lv`B%i z)vq@|3Yo>~zCD2X)uj*yUFnA)+RgD-*zaiAgLdI2?6iPV1uH{JSRy$y!B{IcOG_l| zPY89awG0q1EDJ6&IkwvVj)_j!OEJ<*|1c;B3J6w$PF!oCQqujgD5l*5?ma-hMTC_O z=pvm`w-jNxCzSetl?FKFC4s;7fTM0)5)aLsIH{tZLEZzi7lFhtXLoly>}J-}6S^d< z57NZXocU1GjpbnERWmra*OH{!w?-sl^)_TIw4y}{1LS_~!}Pj#l8(_c4>|Q1=}L$+ zk9CFHewaU~B^KfFQH8A{+&p+hYa}c|px&Sy;92*h$KMn6!aYB}U3PE37vEvpuHeaO z*|nstl;LM3z(G6)qmY88K!5<*^Nv&})%!-LBi#Y#536|bon)#wfplciU|zpLnXRJ! zZ@bIwhyPXBJ4*wVgP^GRpC96Tnp@tzXSD-y3fv3*?-ITDCF*}tXvy`;r=1170aW=S*XY~>b-HhBJs~UrK)llU6mol8oLN9 zO(9!LB%lfIhUdnPV&|TZc>AYm1x;(u-HGIpYXp8jmH5o|*4F*S7#udu_rAUCy!2Fv zX`b@L{Ji0L9^>#ys4s;JiH|OsjEG0KB-8RD^hQP{tg1myWo4Zg1re(13P5JJUfTWrb{))}(Rc3Z#o;%eT*==TIdwwTI zL1StG3(VN7?<&vBv~qyFk?E?d}qrLW`ll7O4hDj1%JpCE$K0^ zbA8&i{Wsk3?(0#B{j)Vf2=gKpvSsIFa-<-=2vr)C?#Vhc0;MmU6=c zlEkw2i5(_Jo=swd{PsL}eOON~2@GgxF0Yh8$8K~8v%z%)kQDOm#_IV|&Eqwm z9^dLxDP^ZBX1tEt(BEl_jv zq7wa1#JGe(t(!=x^g4xs_q=JqzC-^{2LCBIrHCw3G;73Q|1Jo+uX(C68m(p# zyi@7^&>ds*Bvg8LO(n=`BM`v=GkI`G?*ego_qEQ%6Y}=}D}mX>KhENz8LAzc94`k2+kNAWH}P8PGMOLd^~1CVk`Xe`MYcESZ*+z5WeB0~ zd)7$PtTk|`7RuD?!FgvpF!c^L+r*tQ_G)W}d;MJoNFIgwP>)zj23>-jmElMiJBUXA z6G&w*C^BCIm`?u&NRUjl`(z$)N-w~`mZ5YgXIFh>TI|OkezoGJ1R2auy5yi0K2Hdr zzGtm1*Q?XWu`qFJ(+r4h%^BwHlJ_SqWoixNFtYa?&Rk8eG3FK{E{zyJ0Mk z!)Gnyc1lw4Df`WfS=)WGIi2eNxUOZXt2)?g)~Ol9oa7t8w(dM2?YJ3XH9GT4d)fVo zg5V=YgW)$iNvLNV^!wG9AfK~$5hzhF(*Degj6$f+c%gfi5R@2i(1R;4JHOQ-Uj=Dw z4nQNtFT{|BFo&(ZpvA89p%w0W`7Ca@iHx$Y_`74=$nMahVn7&f#R)Us{WR-E!nzAh zw%OH_Oh>-H+sk9 zHPmTw4Q{*2LEQvS_JTz&1zF^t5LMiVegh^q`^%6NrxKNz=NU901fj84yyOs&+&*JZ zZjmA72J+uMh^oc}Wz^jmTh~=XO&ynkH4T4i8haZxL!)MVf>g3n6T6i8{67oz)uqga z)cjYIV!_3h_p~Cu({r!bqTv&pyWxF7K19{)`kRf1YL6`>a{-4C5qVlgmLQX|;bw1c zc;LAA4HmGxVh*9@Q`G{wCXX$Bu-*xblZ!e%(Q6@7?@>gbp0UneFn`?bQA zF0ZN+QMyN^W&?v!L_Ej*=vBbjQaq;cHwF%tZN}D`MILl3LyZ4y zG;S#3d`}KER}_slsPe}hqI&aSE36^&uSJlxa?b&qYadYd4)%@l8Ir5Sf8N2xheSHS z(B|8RcKt)~;%C%VyX-{*+As1I4G?KT%KJ5B9332Pg}5txrH5D1qxIm2dUfwvnp|Nk z6#M&3j?XvK92>PiJcutJR!I*$Vl{aoChpS0Wy#s!EedaqCLqsrxwggH zg!d?#Z>VQ=JT;K=DEcRs_4A7%xyG6ceQ~oq2RX?r(&ZhuqgzUUgYBO(UATnaqs{ut zuLQE7LDp;sQ)lty7@JISuRG`w?N75&*mtIjz2P3J!*C6cJo&FbqWi+yy8<8z^W!^G zak8I<;O*;H?J$lRY{v@dSHUIykpthc^9$ubE1P?irry+2A;P)QI-$cCd*b-s5QA`A zj(&DB3o8%C*N`1G=vzmA%MYE+(LEF;YGF{7P*zPAR6YgkiSx(@9NTn zvSZ^;xS<5oKRiEBBF?b8QbYTlZ=8N~{Y81_RxEJ3Y);~nuRuI*t>km|@Cibv*o9#oq;Z~HE>^1^qrOa}}nJ6isiX45&c z%9Bv*g{;-Dd_jv6wWO4TDZV~CZmL^RU@TcYvW5>2&GNh>gL-ZVGLEz5zEQ0FMK`Nk zV*WA2prX;j`0cvdZ=#1YGY!I{oL7CBALlBm3Z*i7D@=vtxC$d}#Sn9%dcWIrast>`i^9yHqQrH!;%%#d`mZxVE;;3e{vOpUs_Z=5ERY zE1~m;w0IF?+Pea%#$0}iK(}bCCwg1LP3{?uGz73e1Al|76C?2E;8`4}_9+&?dbp^M zw&~4d#h?woG=S?nI=)-39?W-5wL1o5Lt~&Jdnfp7l)$I8@+V|CKQh!}zhT*IJp^%& z$!IKC`akk3qSYd!Tk6l<+dHV>wAU5pDrrIa!Hec3x7*b5i1#)ib0es+Fy3W+Uasn~;eKa}UYRWinJyyOosvPnpR>@whm|=-|I1ictZFlhiJKRt*52so zDS1O7)y9K&eBdRf9e$?7qSo;KnHICA#89XAG1X6tnhtSvh-W%F^i@Z2YtGb`gB