From d582c9ef86f918dbfe33200a0c596f14b8b59f49 Mon Sep 17 00:00:00 2001 From: thaaoblues Date: Thu, 26 Dec 2024 15:08:14 +0100 Subject: [PATCH] jsplu --- ANALYSE_DONNEES-20241223T122817Z-001.zip | Bin 0 -> 759925 bytes .../ANALYSE_DONNEES/.RData | Bin 0 -> 515408 bytes .../ANALYSE_DONNEES/.Rhistory | 331 ++++++++++ .../ANALYSE_DONNEES/DataProjet3MIC-2425.txt | 543 ++++++++++++++++ .../ANALYSE_DONNEES/Ozone.txt | 113 ++++ .../ANALYSE_DONNEES/PROJET | 1 + .../ANALYSE_DONNEES/Projet.Rmd | 152 +++++ .../ANALYSE_DONNEES/TP2-StatDesc.Rmd | 477 ++++++++++++++ .../ANALYSE_DONNEES/TP3-ACP.Rmd | 310 +++++++++ .../ANALYSE_DONNEES/TP4/TP4-Kmeans.Rmd | 388 +++++++++++ .../ANALYSE_DONNEES/TP4/wine.txt | 601 ++++++++++++++++++ .../ANALYSE_DONNEES/tp1.Rmd | 31 + .../ANALYSE_DONNEES/tp1.pdf | Bin 0 -> 153844 bytes .../ANALYSE_DONNEES/wine.txt | 601 ++++++++++++++++++ Projet.Rmd | 59 +- 15 files changed, 3603 insertions(+), 4 deletions(-) create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001.zip create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/.RData create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/.Rhistory create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/DataProjet3MIC-2425.txt create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Ozone.txt create mode 160000 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/PROJET create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Projet.Rmd create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP2-StatDesc.Rmd create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP3-ACP.Rmd create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/TP4-Kmeans.Rmd create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/wine.txt create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/tp1.Rmd create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/tp1.pdf create mode 100644 ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/wine.txt diff --git a/ANALYSE_DONNEES-20241223T122817Z-001.zip b/ANALYSE_DONNEES-20241223T122817Z-001.zip new file mode 100644 index 0000000000000000000000000000000000000000..e653c9600ff0eecdd3fee3a6b95cc312a0bb406b GIT binary patch literal 759925 zcmb5UQ;aT56sFs@ZQHiZuWj$PZTD{Mwr$(CZQHi3`7?8p$-!KlN-C-MqTW zT8gruU}!*4P*6ZXK*aye|2?pQ6o7;Q!g5+F;s#<00D!o-3L}HEg{8BLy_2V!DmV}@ z--U!Z3=q-(+yV@Q1q3vbfL$-N3H-l3{@2RYfdB|NF&Fap|7drOv+1L>DO> zDUW^;ZL7Se6&Sve{H(XxnBP))7_8I9;BgofaVx$uU=KV5^MphgHZwjVWmO=+aIlUYQmUC%`=ucTJ{SPnf#eFi%gj@Z5pNd!U$@Ba?Q0XJ-fpa9v60Yeq?Iz*QM2) z*V_clp$jPA;Z^+?oaRC}J}e_yf`>6cS=$ha+LLdB96g&%7SN8p{EQkw4EG8W2S z4rF}F2AZ)>f3`G0IadQID-Kycn2_s*idf6gIJ1#2h>9H!(=&qxGDC?ii+VRbk4wh8 zHyi@Wka>-Cit@`dA&&cazzWp}M2hv7dm8L4;`B!gg(;=&rUzXqWe0$5Qgg^K&wkpO zZg|K2mnkUw=F`yu7Gp0<*Yt*l0FhbtpvqAB%{Q5zHjW8IX-rZAO@b^P02PJU4V=R= z2ZPaQ|BEdv{f;Al!2-iLg=rT4w!0(lJ<34PpV5xmllKY{BrLirP9C{#+sA@!&OHfUw?MPT6~3rh!S)IK`l~dU!&w)d zbGx&0huBT%&jrC8=G)p0H`Q>hO|%>Zcrg3H$O{$_I#?y9C!iVDU`c?5aN-u!Lfb+BMaCm1yzG_N zLDQUlLZAwcCdaLvh7u#Yx)zu3Y|uDhfkzo$OU}_%%!!4xG%6+ZtYHoJfZG6==|@_d z#X>aNCJV5dwT&Js_J>k&66p^OmSBVJwnC0cOQKWT3DFxP)n!DcGofu zo0*_L6xwmB;Gd_O)3l9N^iaVW@q{5nHYRomAN>0L*!bydZxzpGPIj_1 z>F(p-(53k2ZRMq$>=S!Mz_<&Ya?^V?)Cjf7B&yxlm@%>JOGJ7Uvh2x*mU*#o5>HU2X$Wcy6U!vtGw^EAjzd~k~{`s}}WXAr-E?Ed^QkN>%zMBq@shj*&3RPF!Z4@l0d z)tM~aP0P?w0rIDvxaedX4TVoQ(IrCpkp@`{GaTiu=asK#P_xV$5~su|icJ z+F!8B)apcFk%!N;1al4`e!pr;T^K^@>hJD5KMeFfTzLml-mh=4A06Ir<+)>MyI>G? zw6XT_+n}vqIXa}NdZfSSNxf+q+Q#pDU*Yd-RVN0iv0KyhtnM^xP+juD)bNb#2hReU zKKnQ(!dBZ&kbczD1;;oC)?JkuY|p!}YwH?mgbg1~MS;wfNO=bmzEhH_PrbRq+1h>j z;PfCJ@d{4dF$5i<0P6~w#r0!wD)1?G0Etndp`?4V%^?D7o#H?z4XC%iU<<3>!1+0;NgUFb8@)Q`9Vqis+xPqfP^0aa;-OX03ph%*wS8LA8 zPJex<^St8n9{L?_*C+O@bkrCD$nU_=KTY0s)hJ2&zu$9J z=T+xOxht8NH`7q|=IZkB^nGVz3 zk>8OMpc(HgH{k?naZ<)z=GJ-hUd~!5bGDm*aF3|km8K0|mSF2Jd^Ft7ssa#RuYXt; z8QVGXSk5L3>Yia}@j|=y>~ZEMI`Suk^m9OqatTN{Qlw0jK5f>%(IW_X>ma#*!5G3` z;MC8Tc)e>cl>AVgXj7w-A@C&Da4hFJR{w%1%0fc%IzR}Z|HmeDlt4g=|3_4z1k(F| zp^BK1i;<#}y_Km8tGu)*JqsHPJA;dd%l`xy$dms&xCCV9r`G&`f(soG@Kp_s{QnbN z{txEC-IFzB(hEhcr^ZV?Fm~>oS?t0!ZA9jR_I<=saDAhtJ|sBl+x*yjh*MAHV{L7j zndjoFs!z4Q3qRJM2EUiTJ3k-qvi>i-{xQ4$GrRsZyZ$$`x!sQ~;#?i(RE8|CH@6E>Pgwz9qU@ho5fFWolnmn zt?um8?aTJ>8RzGTtXt<%Z*xLfgNf6VF59j58uuvki^>hb%IW);^;gZ)3;Dy`*7Hnv ze{cVs&!4aDU#(e>4d;{XN83ydyG-XSNld0^ErDi$;3a|HOrwUK>1_M$XUnUny5J9q z?`h6#wruL%!{g}%y?1so=krPJ&Z(An*R0mhRJS%z_vg9J?FYctINeKQ?imJ%&)1NZlkcX&Dv)B!UTOZmrEuB6OFWfR zbENna@AfYG9K=;#`^0&NxxJ`-b7kP-#$4~E?H0e&QrLyH{e5|6g+2OyrYo#+zE-Zf zhtct?&{XdO!#3Red&sTxgZ@S}cJHG#CPmTTPH&&L+oWn_x%kX8D~CM8eX4|?IrsFL zb&1}hoc>AxLma)IJ|9f)xPIc{^`LmDD ze^>myAJZ)BL#TaSC_mTS>FWNzRvCgX-|I5^JZo*x`u?(g>&0U~uh3d<+mo_$DVb;N z&{X?G=0fQw4ymb8x>(&gok6cRcVm39RJ+n88#dEhW0_MUyT#2R%ByeRu45)Vs;=`s zb!uUM=|8ebvFUO%O)>xKP7ku_^7?(o;KKdUqqeEK`w7Rf+P&@|-&?yp2j8&Lu`2o7 z@RY%D@saEn+cL!M?t%@`E4g{qh1hcVaZ`#=@N&xk6_DFFm1w71s)HfvHg3OQ-V~ZS zEXe<9ASng0Cvbc0=wM|cY9ewI7gAAc_W@B|#UbYQd0ZD=JzC`K(0jE&L0YNish?g{ zgFBbOrhdHqzG%ESjh~ZDIIv=6J$bG>IpuKTnnc;!xk9R9lvr8%Qs?|?nqO+bQ)rug zT4+kZ?4ZZVVk+5sHE)Q^cAZV@+;TggG0bwstcjbwUU>V;KanzVa5JgAo?&%p@pzYX zYU!sKt1dPoK9j$z$rbfU%3JJuwzl^YTNRGb)l%daV_YCQzh>iJ*QXFw8Uu!C4Zohh z27JBUyt|!=09es=+ZzMJ$Je_pzPEsPUG6*=!TglBi@>kA9mP1*ZE9v#WhvY%*l^|rqjx)CD~Gy66Qyta!W2%&2uSdVqDS$X*LeH`a#uu-^1eJ#ChK>(6sX)Or9 z&NdZO9h1|2Rs1sReG;1!Ay9<+`8E=!zbE(<+)N{e)0KC<5Dw?E`%(N7%b+=`xm!h> zLftQC;csCyTAmxiWddcoR3tmT(2WeW?=`Js;8ZJJqAz3U0g$~a4&JD{@M zdZAHg$)oJl=_L$2Cc5T`CbEUs5je_?hf&>SFrU6iVU=c^&Z8IE5)49`69V_zpc2o| z-J$>8A~&u5++OcUh4`|Kp&cUwDavrX#~Ef@n-W@>-zVoCwmhh3IXNDBUeKi}Pdn+< zJG&P$T}%hULJxTS!)~jSHF3cE6vR>9Qrs1SFnjWT7<{zvDd99KIAp3R`#)pJsJpAd+)FqR?zJx!0UK<)y{hx8As3lf0#PlpTJOIAxHR4G zrjU5*dEi87t6NXhg^5ZF$#Du=tft-N&8A`#&=!PeQo)l`4}w3edZl&`4fjvG9sJub zYHi`UtI@P+1Zf~SFXOGWUJ3Vcz6r)&C8@eE5(b+m38S~|!wijF8CBDpzTjRFURPeZ zaMO=BTTj{z_8x-UUrcKx!~)6EH}O*O`IW=LkF}{uyh*>y-r93)1G0VMY6kE3FT2e?t9#q#T;p&}G{6JL+{ zI;vLt=xf}Sh{27R^kY5Vfaaq}fj zi9YB?(F`RqwT!UW@1MxCkJlf?bP;eI85Xp6{iy1Kq8lh2NLqzUQ_7wF$|e_t4m5{z z^(F+bSYrk)AcU1Y4g0N3f(^2a#AR<3objeQV-t}U(u{tY@ze8^QF7%^Z>Q);Te{nA zbruF&+;#bMU3{*pm>=2MdTJvgHSTx%KhoF~B1YcQ*=1yqV)}#JX*m}ZC+af&J-Hib zUVk|%vYxYEGIjQo4(JcGBz<1^H(a)FBzsd1gT52BPTG>%mt;GV0dPc+CbQLyt3M0n z*j)U*mWjdLTp9rCODcP+Nm;PcA?K5Ds(#fSQd;6oc04Kzl>`3fJ^FoC;glFg;4tI# z``D-en^2B7^0||nJN1Stp4l(hS|q`9wn+nP&>@4flYbzlt7r`rG)js@I+|uB1H`m>w&I3#prZ=Z8*5pxAXT+LeowtttCtxsU1>3^$Xzcj zH6lCG62I#LLS75eLI#qm62!tOA_n|s#}0t5aPH=H^!ACjc<@j1>I34KR8~is;wgoj zII{ZqHm4%AqVds5#hwjBp7{@bj=UO~{g*G|0VS>y-jxDDw>y@{hLH%EBzevA>P#56vq8_z%s zrbl#B;zz^IVV|W7`?(6kC>THxP9{iiTufiRUC=g_qRMayuO`fX7is7KW7%V`HUe}ho|bSfqZQ#;%#4DGs1n(llnsK$oDQxLq{`wfV{w@)7`vz z^DRm}Ynqr9!H;B>-adc3&_gG^6Gdd|;644JoP}PSL5s;2!LP&E23~&32JTyo($XVY zA<>0af00^4s=nL*%i-ynMVV(64E-Y;Fu^Ca*W4%DTR2+O$jI2`8ciDrthI6or6)Oz z&E*)h^7voE@QudB8_EvaK$;yG#U&f-Q}QMh5&k>Z=XTf@`E_!}-Cx8pfzGe1ENT-- zYf;A)(JR(YDkkMkb)M8Z`@R!NmAxRj-e?<@s z5D>XBvO(g%6>se&d2!bj%pex>A#upyB>X{+Z+pcu+3Y$VA(K>fSw;rCvfwJjuqEKO zBsD<-tZy$sURn-XdA#hlF-{`&cGi^Fg}Jf&$p zU^U_HcKC!cN0z66oml9&dej|cbkhVvRz0a~8UJ1tU}USwI`hi*I6 zOnEE-G-`gwx8A=ePog8A9&EteKroQ@o{`96ySLa^(x>Qn{vO_`+fm_~UH#_l@{f^; zP;S-Qu;t~-vuyR;Nvf3WE@|h{l>V!zkmQVv;ww1Vb!ckSgHyQ-s0q3aA>}KEv+Ke7$VVh+8Wqw$#_&sf+p~9&!VqR2Pjr69NfSCS`nb|%Ps}QN|3-6nG0^z6OPndxtX4GBWY2g!8@GVqofgUc4fChKHhKMi`o5=@|YvZ@J$pOZd*reoIOEX{|3D8p6H$e3I zEFj|Kbn$RCU12TY7DFwa8Wpw9rNxWA+%Oq!DD-3fff@zHpbV@KBRz>0D8D<_a6N{m z)#+}32Hy6Y5`^T_%Ce|v`~fZ5|aJLnLG5T z$=fgoF@c6vgnhD^iMLdH#)Xu1CSD<9l1UbQWeh&##b^K~RzT?!*r;p-?6q1mw>WZ! zy#q$1_EQd7T&a#%s8b5V;#e!=j~Otzv)&PL_Z0M!3}AYL6pj!mu=hF^dR_x!0Ab?T zwBJnS&Q?9wrRFj~!-JkoVxz0*4X|J|O1EJvgY0kq!`hvWZq{Y4T5s9DRd*z-c09$#gEx?A-@~y;!j`O>1!|YaE-3@Ju`oSoyE$Bg+ zJDQG58k17H{U1)V=__t} zfzDq@1PV2M?PYs*HSCM28?x|x1vm3ZE>SRis`17*sR=sNhe!N+(5Zg3SjT*59=huS zTnmbeS8nS_o8^;qROH`{#Xd%Y{@nJRM&nRkX$%oRc0S28k~a{?ks3}5f%uHo{tXt^ zbcwpT44{Sc>;4!K1TMiO=Dk;|<7qc{61&ExzXAx0?q?CeBU*rX*c|iXR*Ia)Lif z0|y4Yv;!ZnxXr5}2g0Vo9+K?JuE%d5Ew2iYDpDLlXSPdMi4J0_IqQzy$Hy5jl#1;Ja@NE93bumLN{G0!^5!lr^_OzK51;+{vW!4p; zr4dhZ!7C38Q=plBxM<9NnDMv-;8WUxi|HfNLoIQ8g69pnp11{Z8a*TWDcsbJ3Mz?$ zI=DkK(pC*8*8*GnXNqEy*n>M42|V(k%^~yDIGrhGE2tUhL-h0kNcde3xIs8JDcPSAbjgF4V&Q2n5-9sw*01m5$8B(Hz= z$rR&o+(u*}FmwhsMRou?V{C0N;(erY?Dj&dGV}$6f)u+4AUm_psBa;}GkWng(JES2 z>9vpB&Bs@U?pcHKM-UL@1DsW`Vn{jV^@JJh;}NY8oa__%fv!Fie1O62ggo_y^na1W zoj^iM$!to%A*lojO1hJM2@S|);}92mXK7c0$wVwoyrmeCeiz>K2?Hte9nvBR&=P|L z#p@3Q?&IOjMn+YwY0=E?$0SGO2TDmDQr*RZ0Um}$5w;E4 z#{Z`N_My^@6Q=M?aNdEjfB@ciYbhb@DY~lxs_hGiIDbmxz~0zUP}`R(a6KlgZ&``J z>XYT+xax3{NzRmcpuqfb^mB&pHn1t|1&eGg|G2Dh@&NLHuIP}pVc=DCP2Alb%000d z?>^5+751-#Ikr{x$2=8MpCqT#q!cAK410Q#to8pZ3O@lU*0Ax{{%#7o>W{-`7jP=H z6a%G%Y+a)>uH|5{hr}13@)CXk=tG+QaeJhV8pa_xN9<`~%xE(5fuhea)_E`$&vw#u z=q#HqRN}RZdPJgoU|-o5Z76I7nLRX0DbO!9P-NDd2q1qaw+dA>U+e-YeUk%E5;jRt zUDNWYB7#;5Y7O`WSZIIKj&2!yg0c>VQq4XLmIVzR``Pt6D#alfJtuzvWv?SjfDMcmpg(r%M5Ss%6zxmP-NYx4*eN)-^r6Sa8=<@qN`MC!bTD501UX=h-_l7$SQ*;NRC-+(e)nQ$2kD( zTRB>xLaITbyijsP2oBUzoABS}n1@wO^a=hNp$U@l zsrX*7FCQp0wATcD%3X~z2^%plSpR`55*8u^h~;-MSZ!Hs)1c8#n9HtOS!~W=-iRl| zDj>ssJN<$`c!Nb}Y#`kaaBDa)@-R8wCKnB2a|c0>7m+}`uI|R~#!C^@8oD9@3QD@K z&`pp4t4cW5(6)}`@#Sr>+W78XYCoeilQA@#s5ckIRdFQ*LlJJu`G~_z2;_na z8E@9dyv-IB(tK9~tx`HkrN&+Y_c?*I!wIdPYQ*h5Owq^r>c51!tD_M=kc;P*fzPNP zecD>v@yYSh4~-BWsTB!11u?vtw&sn+Wi^+n)R*0N@AE$JnsvH-T$`?TS#wKSOhnWU zflTOV`?MT_LK+VFu(kq7qJ5w`#P*mj&=IPYdXcfJXhIe3gON5~ihG{>C1-((4(R|J z1z@4mwg&z({GR@4p`!j#1H63ys5}{^dLJWPVk5gZ%@5*`s>Qh%YexB|0cQ9mfDy*s zv+KT;fQw>tm>`Q!=r{r88%HMF)qAl0kVC(k8=8ClVAdk$xMSd3ubWB|4pj#g3gOaA#NP<<75FC^(Ys)@ zd1n4?bvUYYMXUs^KA5kGy{mpxXwERuZ@JpIFIA3OH*_%TF2A!F7Vt3A!cr;KH*yg* zO|)G^*PJft9oHjhUqcE-r`j8K)e0@OA+RzH%Vd7V5WTkw(bb zu+5}N*EOhBHBJi9^6T5$AiR1TGA~YJ?HZDR77?avm^m5`#ycn`nN4<4y)lw0eu|C# znkR?kAYfvyx`GjDns(tEU6CWf=|=-V)l^mJ7e(t^0*az8SQb%?^K$0t%fQRxat0F9 z`gug|GzEO6>};+S*3ltm>LvpSi&37c&BDmaglSd;48omRn9N4^CSeu^d(>l&43olu zz!^s=je6pi%i%lJyHqPjJMzZup_&)LU_c$XA#Uq{#>-M%#pXRjM3ubzb=;mDtwlz0~1tI40!^v1=TvO&Quss z@YLz~cT)CRe*a@6!aw{Cs4%kSK|!>W+~*+#hP&&~RC3+}1{XVsc-WrxO!<4?JxOF| zWoIFI7a&COAjBaTu+WB=P(r4x7Sx~ZZTkE4_5sqB~c>!`YMo}*SX9+k3%{il5p+H6sCPtwYCXj>kVhVzWub$>rd=!Qc zU>glA0|!w_3f@|r`9`ZEJ#L0ta^!%ZD1%Sx)UYjw;h6Z>FQRB-)<}DQ;S?LLQZ*-@szgJfX8v?M~Id$_q5`5iJCbs zyfLcVheMfZtM(A5N%pE{=|0(n+FtqE3rIF@J20l)J6I42ni7+IqP(F_A9qHa`H}6|diDz6q~8{0 zZ~?aw;Zhh@z{wBY!-SsD{Gmq*&2|AljpuWbGDDcW>73urH0zM3Dp91iS5&A)pc!KV zZaYI!S2?_aoO{|o2&udVKNnJ>8b7jo{$*|`3*B9yU92oEPi zeV9XzW1vkUXD+>BJpYn-i`=hcU#VA&ebQ?49{U#>qiQ?XV5EgQOSVE}0dCC`AeDb) zJTR3t$O@>&s3{OJI>P^zIxV&F<7Wd|w)34nrSOArkzf%n3MKSZRl!(BxUW-xhR z`i|Dbo$NsS7xn5kMjhY!auRU0zgFBB9K*TYm|YnIFqRa}s*XTm8$hUz5SfL0ep~or z3sAq6S_60%9co+rgL)SI{7kTNT8x_!ezT+>aIv(vIZKg2JZdZ>YKLJGW{?b7VCbL@ zzLUNNNan4bKh2SjaSKw!U`IIqy{L=)D=Y&WrbE^}%o!!5-EyWIpaoHmNaU!*P?A*} z77-m-Jx-iACL&6nR5;>y9e^GSoW&iqUb@F`M#MQ45yXy@2cemf$%*(6bKBG#L-430 zHMaPehzG%+n%MnMacLUnjZuIDoXik#;emXbF!_&@?3 zf)g>&+G2=w)KihPnxm>4MoZ2BAsHS@8#IEcoQ+Ly;bD#EPlt-tOh7mjoT(#a??5ko zl*!-jGb_qc-B?Kd+UoHV++$BYxh?|^W0|Xn=KbN}=dGoEyT!wQg9pot!?}T%x0NHc}<5^jhT%@G7UCz+A%|w6-ou{DG3t*%lSdgBYRj zZ&(WEt}uc%?_)_9kE4zFO@c0O*GphH#gL<>s%QXY(57YuAY~XQ`#Bx;L=45hEq4lX z`kk=SvP}P*XcZ6t2Y~VO|RC*y9+lamF96yg2a-xF=e)!m9>b|*?M#8&6Ny2i60yaBj1!w~j!KyYpe7A>uBIIyG2x}{ z@S1ayyX8G|D5`zKb~Z8CYR~>S?9j(kcox)oFkftTh*pxG^Uh8r^fxj*w^C$hPy`-} zc=lryHyoUBSatl>%}VQkX%kwY^Z)gXE?z~I|F9<-8xp)rA}Z1nE)r;)8KFMP{gOHs z+IwuSJ7hBL{&p=*jvO(^B-Cj00I4tAu8&b)2+Vl+4u8W_-nppItrY{I#mv0q#SbjI zMp)pfE*5h+LCT(TC1bo3x|g3l=`xbAK-nM?^=7KNz2_NxReO^YVA1x7{DW^?AQ(gL z5ed8Xd<)~_#lX*EhpJuCa3uQ_+kD}Po)5+179EL)8Y-tHw&ngd2vyB9smsP-$8m#ca?`<%;NGsxhUd1J=8h>4h8TT*r2=!o z18-+bLoO=*ENPWb)yoP!-%vvTGB-*+?Fb{l1(3#kPxIu;Uf!&jhAnE3&UTP<3-Wdo zp0g8syUlZ+?)T?>8ul5s^|V4hb59v*MO$>-C1yV=|-YJb3UAxl7nEB9TtbQ!Oq(F%{#*P+v1$rmkGWwhXC z&hgjTd!k<#HAq`4(5x(-!+t6LtR7Mc2hxUk0hjv_B@GVUAj^3HhbLqD_tiLBudu|X z3-&#Ei-T_>ggGqok2Yo9UZq@<3LEDVLir5ZM`mZd9iG5FZUX^w(12Fl1Y>6pd||`I zkWBc%5BkjA;|iu(hA;BWYHw30N!NU7W%la-*U4f?Vq0S zM*&_BamX0=p>?|@K^e~bUKpU#)WP~iPU$Cto8JnloK*dJmxhwivi=7P zrv5OG=%`W@xrT=NgGUmJHraN=R88AW_on@zf7;@%%$5Q0rQ~+}HM*V(#G@>-#1Iv3 zRQfK--074y>>To0_GhvR-QI-wuQt4W6*H_nfw~kzdj+MK(}=J<1=I6?rDXq!Hnwnc zNn84lA*eF<8utPwMzzC&8(vlNMq}qojz@uxY=)L-cwV{|H@L&AuI!H)TkqLy_uCsQ ze96O=ARu?Sj^p~j0|annLR*Zll2Hmt_rdqSWE*;FG`=!s;+bCiJS%oIX}h_C|Mp;N zCK8qTqdbPKyrM<(h9(xrJhG8aZ@L{U@mowi+@ckIs%Z+woGwls zE)_o1s4>~M3HS}uC+#k|YR%*Mtt~bpU{squ_J5`sg&r)EQ$&WpUDIiokTZJByZ}j2 z{LS6xv)kPZ$`%&Sw=Vg^enFyYg7^ISUdoHRGvd51*-6yIGTkASJ~+4i-EJ9aXHTC^ znzMJtgdFX#{VVw}+OPzsvwoW+@L7xRt~$?@ZHurQe`vU2E$!Ado8ynxTVI1@S`tzMby6HpUiq1X;^=v6P6 z{h%#h6BY^Pd z-{-5+^d@>L&SL6ynG4hrw=F)VPRI6@Qv3lu-TM>dJ9Z#2*el-7cY9Rng+5G~ot7rG z9s|WVC%81=-YwCzi%275&20c~ejyL#X`AN?0G9Ym(|&;24+N7Es(SXt;wEBHOA17V zxNZBA2q?^YG&}f9NFvv7&;MU_gi_(-Uvx~nC`AF1uj3kitO!B)ILN3k?MLu0<}!37 z_S&Ja(Z53N8Tm~2)<^ZG%qW{V7UdH?9gCvmyM?7I#40A0SgmMH8*pzxh_oQ6)>#ZO zEM<8`kLO4HM^#){Xq?US`CSC%p3C}NAok7{Nrc;AOi>HIL^d~0iPHitJsP$fF=6IeC7lF%HRvai?TfTS^=`WlW9(c zNyJo%@D`41mAs;?%sE*IYMIilnnmmEZM(vuo5zZ9ZA(BEHtDmlmrD+bISooHQo;Sh z6~CHqnITqvo(3J1W)m2?YA$hvWn;K0WB?w&%0om2GP~Q(MeVz%Q*VG%B;<@@K}Quf zny%mMRB0|VCnv#l8fllT>FhymaoUC+(u5+fWO5-MnuqT?a@Oy#v7bWYfvUalmD-8@ z38>WQh^~|av^iyKCp2vjvVacP3ELcZp86IP!8^!?4XUe<_~qR#PvO(}?n|O5mVh-EA!T@XFP`^NiCjN!S=8tIl}IZ{~1y^ z#=E78T{KfrS>@*rq{xKK z&?h9A7C9z3hf9`%n={uSz@7=hyg1%L1fIkgxN58K&!_ZYmdk|vWx}}tU}ehJ+bf3t z`fq4_;FIk~`DABl^vN0Ft4Wg**AV5D3B4>O%6w(_&QTTB$uJPj6?B(qcXJJ2U2#Fb5^x3y#4$OvSj#jDKp!9?gHZ_LN$F6<`duyZXhLLVoLE?b^w7ii2 z)^tE)*Q((j*VdAyfSt7~y~T0uA(j6(==j?adz9EI z`;e!bcDpWtl!^`;7DZAOr&p`emlG#Gv}57>1xe%~1}2w20-nhhk>JOdC_-zt02Vvp zmoOpamG&@ zGDnubhlpKm#~kOjEeF!q7sk|<{`S5)^n*N~-MEX$W5L-4668`o_!EvZcxf>wbplQk z@eY%i3sBBA-sU)ewF@Go8IB_-)O*vD%tB3Mk7VFR3*sFWrufQnl{=02F!Y}a&3hP* z`s|<2<|uWG&Fq==H!1BenE)6k8INVi^I4)|`fj7uWVJ7d>S>qFfu;S?a=>O$YrL5# zpwJt4tfQ>#6EP#a5b|+tY93q(N0^Q3OaI1y_qk9?#k!}QxM1`s4WeV9`~<2pm1nq% z&7NY8L}-FlAH=AM-Jj#3HMr%tHbd(^iB~Xwxun0C z(!M>fxGI@}q?#oJW68WVH3|mD6|j< zg&ciVID5XA4c75s+AKV3lV93j5+MZjQfHsRW$d~e6idAv+!Mg01&VIOKzO!!nOLWq z%lvawLW+8v$%ZO4yK#P|$0q4rt6NF}VK$Y6h%_f#V8oyyO}}e+kLlG_ZtTO%*Zl#k z$ijn6fsbH2Z4ml)u4{brTwYkL4~&++N6=0#%O;APhla1zW?I4^050P|^B&rDUd+w2 zH%?EVgyM+?r>1;q=T%QlOV0MG&A?nHK?{zb+0ChI19kF}dxlk75}K2Sn-U)#0n=Xz zRVvn8b!q_y8V>6I*4BDnU1Ol}-+%7H&%dn5cDOICSS1=>vv)Ort20NpsMtxO$r~@1 zOZiLF+0YC9_h}TJcImESx!%$sDd@wwL=TokIi`xp^^HhnJ1V8fJ6}#Qo262HQ{-VL*S^WVsIESj2zjo3k$u6it+S<3 zrmxR;4IJK0_2;2!1(gMjZ6XKkpgBaCW!4nTV{(T6Z3No~^@ULZi(2pR*HBQ6^Fp@? zGjCa#g!r^u!#=l(kH2b}PXRGgsZMHl9U@ofJT|G2{=T=2QOHZ{X*uuOotwWdLsmKH z`iDk`2&>xCV}A)LM0AT{9y^to+PjxgatKKHy8Nj&B`yrjI_bytk}Jfy_q0o6cD~AE zd0XD}8s$kpdBjgU5j8v_Zf@2GLI!@j2mWE!^!lZD(_xMauSl_sG164tUI$|Jz%G1TvmN1UW{$$c222xqI1JuDKd*DLHaF!@ z*|7e7q>Qmf0tEb8;hT$?(LuUIB>~E0ts)#m379R{1&D@|4;@5->5;nmem(;et6a1@Sr>v!kwgJL(h0 zs)3{l(DTy)VLHqT?S^sNLWBxl8j1!k0T23QFgJ5O1t3#k3(1&U2e1LGofwc?VddY{mTneomn%dlRp%or@= zxor0}Xm+QL3$0t9->3|tIe9nV*pxP4dYtxQY8Ifp`H^pk6Zw#1R#w)V{C=2Sj4lmEm;(#oe&5jTT+?t{YS$ z4h6BJt2WRKe^WvrwB#ud9l)|jdN>o zO+fjy{+L{%_DlSBc{_y=f?9F=RavAQzcZ>Fbq_$fb7_+>5 z*HagycfdjvT>q!MPjiiIl|o5G1(l5kqr`S`M)I%e2_iJQkcYoXCGK>{d2m>!RK7KM z@vd?gMvuqfJbR~U-=x-7MOcdO_N}cFMod`rFaB9T7js5x!yX452tKz78-85u(6ceM z00A~V1You_6T)YI437sqqgXPU=B=spug@B2RgM`uw=qT?Ij!OLeC5W}PQU)V+9f0q zByXbr9{Gv|=n>09;V2pgWHOsFE}Zhv9oe51OB!I)C-T2jO#b-?bU06Vjr>SSK4~5s z;w9qLoRtLcI;W^qDE^g>&r0P$LT4&LC>Cv4q(a*$sADyv9u;#agy&yGwn=HePOgVG zRE+62Vws;TY0#sK`2@Gjuel@9s66LemJm=o5^C#p`F18^c-WS@kWqxtFOX^8+=HPa zO9}lpO+{7$kYH12-pDWtoLzv?uz8^8KrAQXCf2cV4Znl!^N|E{7{W&a%+mK9$}u__ zDzj|Hnfz_M?E5vc4LXs(+;`bORmlRzFNi}XwRPc%<5z2D(s;;b(nsQuBR1#}Gw7=C zMt}j1-Q53DIFlT#@AyJjn1lCkFBa1?e*`7|yf(KDHzkNGw5BI`t1QxaT;Jw@j%)%a z1p2Cm6)~~QMD#T4QJhdPwzD;MtBvatSI>DKtB0;ug~hwAsm(6_113q`LC1h)e>Ivr zw9eNRd-V0bwMEBkx+|xwP?LtH!us`W7W@ZlH;$Vz4|beN5FzayQwBPSWq=;roYBD4 zCK9%xS&Yi(i9WQuzu^@oLM@An2rmw3kDG8(zmAv9QhJaFohZX?JG{;3Cc!;xDYL!B zFZ~-#mr)yNsaVg{bX7*TM_5gJPZUuz^*t0J!rffhZ722aNNH};fGvam0)H(MgD^6o z-#fC>yeQgTsEjPL7ws$Dx9T1N^MH^$6EWbg|Co*cLqu|UH$_hpqn4aMm05!$qZED_ zZ(EUJP%NalK=;=F}Whq5= zI#G|TP%RZd)%6KyhUC)PD#Fuewp0{iZCSgbdUQpUb9*vtuR^y>qYad*RAJb1=h;qd z6Duq5Kxe)})vDsZZ`H7=>%bcvL*I+2NVC8?V;1c`A7(3E|4r+5oX_cap5kTn*ldsZ z1SHXIpYolsaQt{nDh@ajtz2Rf45a&=Qn#zLl`a+c82)p9H-nv6_Q9I$nHI5tdCQG% zQE)%F6Zehdg?y#7$bzy_iK;O7s~Y?!6w)fO&}<2ye`ZF%MC2Y5%YzTHRbz_Ogmy<3 z1H2LmF2^`Zk`MK4Qhz|*ZO+Sxo1nA`&X8#@N}%o(TK(bNSBv{$z!f$D!7)9WnaXqa zqt}?gdhs>W5~2#!B!JFsxW|SMZ!l-Y>~gEN_z@G}#&oJP9}kS>OD{@rl9E>HuzVq# zj9OTOU{POG(L`9^qief739~D)kLU9gaaMH8Zo+m4O))~FxE7cjVeW%!=Lz|vOYDyL z!FSEBi&0+&!rS_|ELp67g*)uKNC~yKq3R=2BT7Ma1||hjgf4wgY*F3NSU=Ybu2j$s zz4$@cv6E9#VlYPzTG<&*C^zZ`(x`kaMKNcMmtdrunGZ4wru=80aI5m~H(13EBBL@M z7N?KUL8n{*)0bJ5y^S>X&MA2?;F44=C27SV=xtb=Ly*Hq?2|AKEBN`N)Ke;cdVxf+ z;7oc7rao=WnKJ}5Ok?21>mo_Z_q;wIyV`V@#wT?C`bEe%Clf65r8bQ;dnjHt3;&bq zxgO_+9{wmRF=3U;;{O37K-|AW2nt`kGF>R?<-FGn8GQEjq>A8zCxam<{I`uB+w012l&4KN#Kl9aS!Z-ym>%BWWkG`jeO8d zdxV9`0`sD@Qe3zBiBg+|G_A96(EQd4}5D^1)fn|dgz-~+-9phgZ)|h#K6jHT&0oNR_{KMk|QKf zlH~#^QFQ)*V`U}{9%AvHOImI8XS*6w>->Aoz1k%Sj97dH!DEy>;6U}Pn1^p=RuIHL z5Fle}9`{W$W--kosE~MLziBJ?FgLTPJ)giX2;Bu|UMRQP-&rw)Fd3coA2WK>-ZWk} z5d)tqb_h(18dP9fI;+=dK^UIn8nvlO3hT)|fnID8ZCA+eUEZ!+4pR3ZLNRHesY&E z=H8HBnY>yseua@c^%bl1yHMFt?K8cGvTI3nC^DLrQ`0n2BlYMiGzQ#IVGbc{rX_lr zH{>6fc2}qjrONj*63!tpgKT{ao?Ndb!Ga0*Vf=+O(=ZN0fWE|yMX-N7S=QD-tJbPj z3cCI*Ixf(6avCepIKo(;vDPS5RKo&2`h|B-r`(P@`+F)oLud1$K?Xs z@uw!uS-v=QenQ$z(c277NJ{h?mjprEsp}%)ecxVg8Qx2VXIOeJP;xWB+cR44*U1C@ zWb~yh;iS;taMC*U^e8mF zs6!g~LEytGwF5@Ct0jB)6xfCvb3NU z*JxO*pSQM8Th*b2X)9+*1WSBnhG@fpxf2!2Rt9!kW6S+nDE<E z!CDZibWK>uiSY4T9`wFNmG@Acst-R5UHU2NM2+7;TPZZf#&A{ha-b_#0{(b1cfB=OoHafv(fZ|B*}GD{V|nHi+>xSu;f$aLM46 z`_`68%|9eUq*azn{mj`7kfckk9tH-Xj5w`UPmSYcsMA}b08GHVMdYGMsr(m&!EYwN#wF0=K8*Yg##D?NUIbcQ)#aISJ(eju zMX8`KBD{n3I@qBt`6*?F;ocr<%O_C}+TRtry-8yj24p@`b0-ow#2XngR6fk2Kgi?T zFkw<+aX_a(b6z%Rvtu9Tkw4W*`w%b$ES5XTR=LOmRe#DxASxzuWXd+0#UZWs%<1fI zWppjnN_l@9p^VMh6k}}Lalww$P_VThxY2HeUAex*@e%(wrPEd)-PaZTQMV-rSfdUo z6_1bas-hZA4%s&Br4sLjdS7@(4FE?{Vf_M=Yx2`G3M^g$WN9$mJHZ59M6>2{-69TO zOhH(e*Aw(G?TyK~rT@bO^^zhXUM-b@xeKafZbig6sZF)d)NLeu*GaL# z1G~c=v$}byK%f|y5}V?M84cWSIfoKqsz$wsrpUC7GwX(ZVTHz@C{&Cxg3NhNibVRi zOm?E%%m?9#%naK1QP0fKgTJ3B{5%=2b{Uyl+Co&O1CP;^^OlK%3Q=r>p0SWjzgWiE zJToSOX-s!^^EKTENlg&f{c+z(KOxC5a4%9a;C!CZK!0IMU5E&{`C*3BVinIX0nl~F z$;1*QN1@xOB(N!XmV*00-76-E!)owu2*u`| zH-ZzLwj~4MV3cVhypdX+5d3X`5Fa*ms~{m}@AeYjV(wzZ&ppofy!Ge#<;v(&F0HB! zQ6p@}^XYIw?QD3l-45SKDBkEgYcnkV?*8U zei;>BV;vsU``1UReWQt2N;n>tWYa{?SgSd=w+t|y*^xz>+!D%JZwXRn z@g6Dl79Rz2&aA$5OAWXThqe$Koh}G-Kp9o!-fILOPu16|KXFDzWf3S%L%B?UO*+z| zV2#47F(>SMq6y^Y|G4DiiF63}Q&AfyecYOcjkdgBCfBJ-4{7TvU0!4)Y$>$}Hwf1O z%p>0dhd5x>$IMKqDCZcNr*R^*K~zhfu`&|Sz#p?Fd&nOKNC&c9WH^WvKQ+?yzEu|V ztiQ}nCKj!-9~~6|sx1ZZ8R76oIf=^hOw*jF5u|2tT(f6(uZxl!bw_stuKSD-t^yMc zD*{>35fwcb1sU{gb?N1iVg5V=p1!PkIK@P|v9mxNIjb}^jEE62k+n#WP zGT#~zOczXE1N{p-4suYwMadb&3O+j{F-t*bAYuLIpnkMi8pc2}8|%jtPu47@17=Ry zXCVpJvXjtI^%xIAG)vsK9E%+`>tYD3%h|MPpD>(u2olJL8771tluo$*q@9-$Juc`V z2@~SYUWsQshue4sN@mHz#`$DI9&bOwB1B)~Q^P0;`oF@LFGgG=D4*~ zi~%|rB==+0-&`#LPX4=EZP5IUzHx>o%Uq$44M#g$LBlU7g{{(VqYx;$0_5*{p&lJ>avfz~f#1 z9#3Ex=}imgh;hN*fH!OLGVnLe)5-{TMxUV#Xo4DwJ(U1Laf@07GqIeBx!!fna<%qC zsZJf2%ldf37$Yn_$Xyn#wIMzy;1X^{Zo^OzLK)&BNgQB6UBCrD_qp z98U`91c`B|U|Ka`@bPea#|WDt3#p`eJWP!Js>=5Ztua)0=3jVIz)=6O7-U43Kr?pc zJis}1XkcYnhmg;jB_`HVFVu#O1Oi>xnf*3vzR%;a0Jpx(8tcJ77^?VD<();=rmO04 zZ3)GgljihY(H0#`Q79x=h|)n7Yha^=M%BGM{#ay9E^w9K%^*;i%C z=-*MWD{V}grA|#TXM%T0{UYA&kGO5Y-t8#`Bu4x7xMyf;r#g1`ii{L(-9ZwqI}k>8 zW0qO9865^7#<}mpAt|@Hs_b#MM24Q7c|5_H9%hH^PTEV}6TmW~Ig+lAMq~{(o zls`-Q`PH+IND+DTaiAICm>Z+{OHFzZ0E`mMebVFLH2N()NrYz7!e&i9TYZKk)r9WP zAi8Ny;XuQmF`17gK%2An^^^sZ>p?!wk93FZMsipKhb){|{Ja?f7$kpsO?M!{3yad@ z1@cB>1A9mGn&QITjOP-vCm2P?6T*4PESzSpET~7HnTcl(Lk(KE+lc^JhwZ0HA2sif zl4G?x^wUdS%mSg`or5HU)q{Pc@j|vNgi9t~CU7Nq%TztaBbLw(i&bC(J+Q6l z=4XD68yb3njN#i?7a@>ttQDGd4z-v>JrcD-l^Ugna9~x|P4dt~J!2R`aPh;824|ZH zAr-Okx`1T3%~gChlclgyIBX$;{1HYQMSw-sdgsEyZCk_xVft6kF{WeW4a|y)6eiV< zYNbKzq}XYsN^cJ5a5zR74Y#@`GQLlZeTUjwVBNV-BIOAq>0}FTX9Ns^ZGOn+^tQmB zo}cV!fk`C^kO|-GCg`(%ok0U-_LCk*#!E(^dH2%PpPez?QRR4sMcW+fR{OQbctmmU z&T!=r;4hhKkGlv|N&U2XxMzl1UL+ht05;0+H2K@Hm=*YYKzcc46V^gpVsz$k)lOP(G@{9ss<|!KX zctW+;ZqGC%emr~^)NNKcA2;IUFdz%RrZN@D{5~^-bkJR&E$tES=H@WO&WYMnC-zx} z$f)EY#hQc90P!?6XE36bQ)s9&ME#x{?Fj3bngEEg>mGWOkk1>; zPf?A%Dm{p|rc^TDC^qz*s~$$Pw?ou!}~3-zN4eWH*6nQ-rOxi zj*77n6t-nCjW^l-_VP1mDryvTRflMNJn<_ehv+X8!CKU@SxkFaEP`r6^b~+Oqq;(U z?Ac$J-$;+rAVN!@PPzcACNrLD?xR3Zm5B=qkRTgHo*hUZ;zot5Ps@l_*3Uhr@dIJ) zGN`Er)_SIzeMo3W=><7e!1pxg@R8SvKZt--V4F#ni(Isi)CJEYT=;w~yup$>RB%1Kn(XRxBy z+zs@%XUD@F{PrNKh|3tSx9sFJozl8p2(f+2?L9g+D0@GrD%Ni`*#d=`4&5x(ou~x? z&Fp-pbmlK404lm+#CP>5ybQ@JOLdZ8ctEY!0pe}!*+%Lw(UQW84_E%u8&iTf}X3W=meDq%AtV)gpQ<#l1U2k&yXOPi*f+1@O;cWOEB<<&^pM2_cw^1LU z6`|Es>Fb%x!@zen(=syR>$%wD7yLFeA)`^=+J&@HX=o*1^@Nc`T+Q^+xIn#_(PMX4 z!%6oTT!5(&Am2FLC9&)HB!+sc&B-khm-yHy%{aC!^-Z|Iwm61Gmtfv)wezBAS>4t|XW<0S6=DyQz>S%_J(O<(SA!M|g3bWoX_LXq>K-<&Wte9Uwqt3fGqruX7$^j54h4(r-F5->jn?t&!BK4OaCJ0k{(0d~kr`z8XOKxh0Md;e*7Ng>3@2i) zUaNVbB(#Y+^(HS_V^XM9&X}+5-=}pXIF2LtVF}3=5*g#vb23a+ zfihgw7Pisj@mB9OpQ5|Z+#-Ir3Z7ITys)wjmEu!x7&pBAJu*WBrRV1Aa8L1U&T4p| zuPI873^ntLP;d696gZg2u0!{<^lq$lb6DQy3;1)2H?=&KG{b-+zi4%1=iwalcnkY5IDCC2x<6YDu1y^KZ6r%)9%qP|R_#W&r+{uHdE z2Eig4jfD-8w(3hIF9+}a6tJKqypil4X8nhX!oWm_%ydC{A5z!NPd(c)I4!1bt}|cM zjAUgj5h((av6Z0e^rS+O)n;b6{{bF<324soC6tfCF8%5=V*~Wlr}`Wjg6q01xNM21 zQY$N=?_Nw`I+KTkyE#n4GUI7lgazct?eC1?e3Ge@9u#D=77qAy0Dvd+oB)6zM)umA z+~DPC1nvl{;8;)PcZ!9h69BYw%Cwx1NCUlrH9QENp0w&QVq=+J3KzX6uV~N8(9TGX zHi{BvweFV6?q=SCnWBp^Wv0Fo{btn63ahlcvyFcOAN(`fe!MLPWMtSb^QzD9S*f1( z#7@2^!@s!2fER}m04ZNlz&THiSH8yH1I&Ds3m^K2lO!m!Mg;1|CH@#DTEBO%`B!hX zneBmkL8yL{k&q?~zZ9Y~|LIMK3uC>aamHBU6_O=eCB=trB1YyK(B#1umy>8|+n|K` z(E(&YQ%RY>?+Up=-ER;EL_)_J1u%SFZ3fS9ePtpgm9Cps^puS1#Os7IiehAqOkjF_ z3T=xSNpbcU%D1_Cow|+HF05Tbb^e6I0vozi4f=J#8>zgLGXgl~-u9={xb>i@5PQnZ zY$F9oK|AiUyzd`({VfHGWrYCO|EQ5VG?!0GiU+f76#t`r1QQroJc|1{K*@a`J)*m% zyWRX{LT;q2S-)*Xi-FQ(OB70Xkm1)I-!Tr+G(1>af2Eyh8gy_X7LL*^OE1p6@H>u z;RcuEO+{mw_X~K1n;Y9VV{=yo)S2a#+h7i7sh&US=MHX955y{#1#@6O;|6=i+qkQ| z7a^G=kr5&hrvGrpgDq}q#%_`!?ysU4{Lqtf45PmCJUJexy6$Pyk2JVKgt1CBtxAIr zvll;2ceH#wp>`jap!_Pa|ECiMo=fQ*ZF5tMa=vCU{hculr71?AZ=vH11)QNx!6Gb4 z@k+szMz+s%Ba1}8p9HjYoID`iUInhU%aNloNcGEe*)>#Y)74&yQfCTIDREr1?NYQu zcc3yQRJ%%rbd<0#`i+IJy~evSx2-1HjW?rq8M)FfmEs?goV)URiqQ9W47 zos07cnU5rfKhDfDJeZs7i3gpr^L8uPYiB65#mvOH-7)AhT#ftl+9$r;wBIEuoX=y5 z7B%8*GX3KScaM79(+llNorj{}aT?+&Gu3*Hcu2Wq*kCn}29fahM7494LIbho%A7Go z9xRe`Zjr8;aXLy;kcQgyoG^Ub_dnsRrtwHdM}Z)Wf+=I5j#veENV6VYB;Wq;gHcuN{U z;pl#&SmJkQ?2U)Ec@@A)*QzVr~e zUQ4Hr3pppM^@qP?$SmEh%sa6wkP;kWQSpY-7|BRRYBFj}Yt+4#bskpqKP zlATO5F&=OMO)GoToj5H6WbD-`qma1Bqi;35L6=I!q@nm7h??Lkds^$AG7gi6G9IeY zKat`b?2gjXZZ+DAsl*xNO=N8){5*jF*!wNriHh`Z7=WlEhb-2hibYZ3c`PuITlXg9 z*6H&J!Gd~(Dd=?KnqvnG!&aTbR?4yn5j)r)yKr@$Rf>tIw9t zv!({2uTpX5EOqJ5z`a6vI&A(@F{GYftxGh^8m)SP=3J6OB%w6#;{f)WpMHyTB3Hyj zAbynZOyY(}lD!6ipl@}9ez~D5y`*Ub`t!yw-3q!A()5RGezWnxGO94Y3BzttFDRUR zAS)Qw6?EPcNf|U5A_T;Br)A1TQE#I6*Pu3fl#^8G&o_4SZTl%%Bg|z9eO5sN39nRr zw|lGt6}-DApa=aeovs&XDJ3^1W|ZhFMd`G4Ekyb2>70|TjOczeY>B*%so2cXad|%ly%;lDJjZoSB40*%r>EkGF6;+y2j(iOIIvHZQ4 zAUoloZNPYQ3pmgs{82=}RR5&iV;9|PcMl0RP1PT1-aKGAy}}ZfUOf%;|mcv0*fzX;pB))81dsK*u5zYSaLN!Vw!{GUy)T@ z>Dap@)T>&v-x|m`7;yYiWSBQ>3DCOKc;SSlq)cA7(+K-~m;(Mh_uOL8B5yBy69V zi+jx~bkEQcsR($u(cjhv>+dh+iBF&DuvU$OxtU$~7KMqgHSo-Ag7wjgFC8U5`L3Ex zioSKwX0oL>%I@>bR;{_u(_%S*Qg1!wxk~m-33>F7aS5rwDn6_^^Y703dVMj`Fup0VP9v_taYbe@dlU`Z(*-Z&WVlDtL4Kb0_pgSJxL$otPuV6}hnsK1bwahF! zugPHB#KP_wOl77QY{Hu>()#c8@}k+0^z*`Y^-65ieQgMUN65W5Oa2+ChlpF^`-5~x zs3YK4HlxD`mt$8x9Q5YBMlmsWcZIwFVo@Ul5X*@`oM|flYMS^81Oto>f(krQWB35h zN|XCBDJk(}9s{(BH?nrmL*>AAM_{jiSC-=c_ai7o0`_PmFgRdgCXnKmK*2Cf9d_pv zyE2|rGoaB^EA;T4t7r|xKcQC8g4lYg7L)=VSbHfbJfDf!IEG!?-)9$^aOkzl)@+$; zIIIy6i5h~k6^k}ujqw*lK1;H}W#rgMt$mF(VV+tIB5+Bt7(unV1G-k|gJ^tzQqaum z>VS)NI-cu#G$Fx9teDvynIbWa>iDC>8skVgLBaTnO7x-=dTdez>tN#7oJN#;(e1Gp zq7wU^TiQPjF}{u)Z*st}Bpk z&NdS(HFo`6bA=BXi;!OE-mQoQDY{-tpwxqMR+wPhdQrGNW5s)Gr#F#8mZb`mV@;3s z!wZ^O2%73b%8I(vK|t6d+O!CzcreqM(JV~m*)Jbp>LgRs=IUSi=j4V83Vm8AgXqM+ zE4Zry#8Nq=YTqh6VgOYcUq+b(iQknT8k7i#xMx}?S4nRJq&(5e&ZHZL{+L2QN*rLN zM^zna@yMk!S~={3r$w}8gKpJ$ka5GdBXudEjYBtB%@C%!F>k$=%5?edSau1&Li4K& zkYFvgPrb&KTTI+J`D@Th0aigp@>3D>>m;xz< zGo3EzHjMPA?PCQD3iqaCP?l0yo!(NVoEN>!QvuUQ+S_@Ina=$!dA2UmsIh&cy zLb=VfSM7`yw$*4>!+%S_gi&e+cvBYtJ6JS?sXBDa01|wy=aeo46Fola{GPCFeC?)# zv_F}U(0OX^+=kNT3>|rW|I~=;G&5#`^IKBW(R2Tq zsWVHj5h~=3jsu+-C6dg@oww&?Da}76hJWX-DMMO}RQoQSoN4&f{%}+1+g6DkgG8Bo zaiDRS1Lk3+&B0=1A#OUJ*LjY48iNTVE8UtaTI|=AM_a*0897BSg=RYqb71(@6~XAI zC-DZ#ngZPqnYD?c1$H7N-?x+$dxXa8OW*V+4p*COa4MywT<3);(p7l>y5Y>~v7XBWF|)_sk;e?CH! z%wVl4ice^F1}sL6yQjZ4>}gbSo}E5u$aZO1haTvoKbgE5z9^ly0pQ=X?%+n-N~A_# zMym)0b&>?8ix%#k24v8ku`!ePs8V!&gMgbDrYBh{#KWS~G z+b40sM`;=B@D^G|#8dbDM3@Ca{p^`nG)%6cy7YdjyL@CHQ6=6Xa$rr<68Bg=A_yH& zaly>3wrsz|MI~?Zdgi?O$`)xinzm-9RU)6aDlqOf{)L#ReJCMrlQj`|JOzGHzN{{u z^$QSli@@JecY8lG6rNjpK?7qR`AudA6^a1OI2`CkhhXY6^zolcz~)U@e(!n;IR>ZB zUyMBn4#@jL#qX9 za)<(%5#D-A9Sbhy@bP9+!wClz9m0arIC{lxhcNzW7Ha7m14S4m^0#i<(ax;eI;4tX z%_C}2rhcUb0=CU-L~%p}^`m(|J`_WE;^x2fNcaBjsVmIj{_zuTi5q3&?9~-+W~9*GE(houy(|ISL}6D?W~izi%t$=r>ae z56rug>PI5-mbltofkM{1b2?#c$0JXMe8#Y%#UK96`hdK0!PU}&oKy_(v+K!HQAl+` zPIa%ZN8+u1QVMn@9pFCMPd>TstYnNPzEC{17oN8!ru7d7rNr`l9*o>uN$k?nQO&sY z;ywijACK#H>BEJxzuj+DJ+*uGs(m2d6spN7NPB5G~BGm>+m~#CJ1svEhI1pV-{lk%cs=1Y2 z@)^fE`bXH6`c2JsWR~r9PL1$EGw;(SJd2TqiA~7ptf46$+8IS@{xh*O3UQ|4z<}`` zG78jmoSu-*lLOKw(e9T)i8JbWba3_Ojbh)h$Z_x?~ zQJ-xqB@$4d5z`@axB6PP2}Ee0RA}n<`#&#vT1pwGnZ8}rVyj8*VJ2Zxc|>N46w#R~kUGZn z5GJEs$a{r{73!xav)7M5!6Ld<`mGNi6|xC})2bRCTnObFH#%UjM`m{R=)Y4GiO*Gd z+n*Y6a8^onj03OHw?NB1@xScqsc};;4N66;87;hjG&@p72V3_-pP9jFICH~qk2&`k zVczA7g^(4cYvyqoy|^cg6pC{JQ{Lx`Y|^}Gxws!u$pr%{XI@XP_l#@ki0u{>;i(Ua zRT*v@mhk`{N<{H^47cORb28SG1U8Hn=5i)>BglTL^Zo7;6MdkK#JD#DFJV(X`B%C} zlY;J#q|oa*>b8Lk@p3mQfJ2x1$)dkKE_)`JH{1QxBV#&!5v9GG<80{VJ4KD@D`c8k zgvzwzi~2jt5ty?nVqVP;DXYrd7Nr-56r6jrf{;JrzCz9#H9Grm^WM1dE4$n zde18P4rm{xw<0&VM~IZ0&FD?U>KfkXBf;rcAZd(qW(zYA+NSKa!{?mbmR>@gjE~IbSm1tzrl1vd>%1JwtEtFAHeefxZoR9a8+uUV~DhBRnKDL`LW{glAH z)gheQD_R)axjpgJ4CIAy{HpZvoa8PqWUAzaw{-C!1gFiL?#0kR7}k@3?tQC?+Ek$= zp2xkSe;eSA8+{3Jyq6`VI*L$q&oo+;gIPg+i!ySkc{^M0JSg#gWXn--ZmhBy4!Q0+fkeFdq1 zRkn0XZWFb{HA`(2QoU0~w4axGzZa#^2&bYmUo)bSXo&a%Y8p?9yJ*8ieBps!pX?WA zM@U$!dZpg+t9Kvv*)H{){RU)3EiI`jDpJ9U2&F&sJllGhjTvE-80ipZq`wiU#*w=llB?so_GplkX`j&*9nIt8*D{JlW=o!m(tIv@PF*B%7MhdpP=*2Ry8l3}K)S3a^`>wyR3z6d|di>y~XC*-J z=!Lf$1ZqY#kzy%;fZ7Cpe5{A{?KuP%9Uj-4jWsbm#z$YzzjS{jW$HYTdrB9Feu&Sr zp?@W5FqSWf&;GTkQJzSSt8A~7(MT>wq1lCr0(!;v>O|h8hrd3GkWyU2eA|bHG8lp6 z>Y^^I-yDI*ik$9GcB5aJ{8LZ8rJ1U2`u107Nn>RazSGi>J*by$Y?)Ich#DG3vBdEl@DC=?jn=h;iCaaPiyZ zhTS~4Z+jwxi|(1Ohb;Jra6*rPqyCuppcB(F8n2~S6-^e~VT$f2?IsaTV{tRA6TBn} z*MCQK%lVG48yb9Y_R~sVt9?kuRB5^kaExE}ug{`v`|7q1Qv+CaGUf ztoPvL5HnaiPy3~#F|9csDD+1^urnQTFnQd>I(7xT$sdQCZ{=Ip%3+@vw8ptIY%nSJ zs^0{DdZW2)DyYLnL;zjQn3x%ln4=KFv!!v-w1#K&em@gbZv-)Sk{~ykxzqjh&$Knp z+gq;xb%)2}wyj<5ad2CzKWUUQn0qv>%<389JA*IA-TrP8>8v7Uu`~-lp=(_9>>M}I z>5!R3%-nI@+-hzQI`Fq9;@$8DCarW|7ClO}w0Bc{Gd5t+2ZBdasWZYcBkA0UW0dNq z%tSlHYNh0~Yc^4PYll#fjX;>Cpr&0|t;>s7bPe2qsCPJ$o{=P7?i*$h;$htQG`<=n z0nRQM#%U(s6TLcS-()k+wCTOh%+SX(744SSjn*JBQ`+UHOT^X}Y$f^S5!Id9keR=U zW2B$nJp?FY*3$v|2Evdn26Lg1(7;vw4llVOdw7?jJnnDb?7 zB!v<0{DrQMr6<7TN+er0y$X(i{zdPwbbOR0S4qUWx);3>H1F~o&>&J9T2Qq|tyljK@C*tj4q4Fx)6C`@;E+gnwdbz90;6E;Y}9ru^m=zVWkfv6vk2%6HM zk#dgWqe$Bn2-%5#J?-nPS%R<_wwg7()8ux= z>en4caV>mV&3b)AT7r}h05zVF8c1TRbxsWhRaR0I3pa{n0va7KmfNB4Wkz`EIqsyP z4>g{>SI;EXsTQSYCad0j%re3Xb0VD6Objrx+#WZiDHu3kM%^l)ud*$a7*CiPXgXuJ zuNBrA;<~$y6i?FAFtt;vwFO#SKw5lKDM7layvl(n)aCYRQ9PqGzA7PJrh5miFkL;f zF{kt7lwDkN|Bufr7Mn?g@GUdbE9c&M%2X`luy41mK&&Kk+;l;G#F_6L73Xfxhc#F= z7{oIF|E}D6wW}`iUp`MS-o5{Mpte6V72Isq-w009zGl@6Mw*P6 zZ$r4teRRQW?#={qr9W@ve@XH}Ge%A>70lL5{WAdhesVM>P`t@qos98)^4KL3`b3?; z^Ma}jH4 zfZj6u9QeM?`JwqE!jgQdts>|n*dF!MN@)iGMiP@3%Fma+xm8j<4^lUu65;!CXF7pN zhnP0^eg@sqK(56dn1!>ac$EaJC zPOx$gGXUs5+Eq1`F<;ThCZ{$q@F3{blFR{VJVw1q!q&N^Rvck%OqcTq{@UyA(iYhB zv+Xz8bf63))Qh6a6D>$YxqFZiRBUsSXo-(dG$(KuTzpOF@T?3sd(a1UdOFZRG4HqP z`Fej%(yG*a(f?7xLy*fHI?^_Kk|tW6rKFQU=Bod$(NOO|)aVQ8Ke`D>t;m5yqNGul zH2}P-R|e14(+mi_Z+i1_BlWPFt*4SN^l%*QBSW6jE0WitZC!-kYBUTb=8`^;sco~m z+>wWiNHbBxtPR8%#haNn4AH1D5wEpntd5ismT&dnk7D{S2+U80Zb2*U$?lG$w?TrN z$;Bt5q71Ko2{mi9;_BDjJ<|vt4^ML!P9eE;>{YYhDpU*(OhDs?l4g~NUA8t*=1zrS z>D1sGms~d=u;@}&VziHcq!wDmmCV_3A~vJTj-p76H>mYYmzC_#$_U)EpQtc(Dt0ww zx%ZFE0j!k0i=NPH>zDvlfSl}Q_){Pt0jejQ@UWmB5Om)HM21jA_N-oHWoS&o3WbD5 zf4`G{=+s`UDitjVcN2UIhH9Lmo*^T(4Q=#~aYjq)`TrREvt-GVB*zw=Oa6P3^bOhk z=k;U(*cOqOT#MdMm8E$cJF2@8VPOUqVr|-4Fpa`&%85v|K~iUMqaD$+-~L)=99&b= z6gTFLlOpcgcjBGWv%^F6B|0wTwJ8h$`^-)NLH?_vDoa25HI#M?@fn9qAYOo_zv%g0njy)tw z_L;4Bq%d>n3{JclwIG5+GC(|jTLh6DcSfx3(cAD<}$|>7jI0dGovkc`_2F!3X zZ97_nDpVwWym$UN5s@sT9(+QW5jsHUJI8o$rBv(8ab4H1`I+u%aCz5~t3-(< zfjM(I9nnndRDn3?w$-4(?y5;+pJuqh-uS^mUBy~LUjLzU#y~`7q1UBr!*_f|Ly~cN z`;ZinWEn0F!xb( zqwae}TF6!lxSX#4JF2f!vqlvk+ZsbcU+98n<-guk*BK=7e5Cm1JYBfx(t&4aUaqddr{N&5mX{8rFhM&Q@t0e7@LrsQ+v-cQ9s3^NRiu3)7 zsLJ2t6hRo%yrYf$-2gma$|QQ_$E$)6_8k78Nw&(G>S*nEpI09JtEgS}y6IjTPN?^5 zI0PzokA`$_Dp9H=RbH(s^JJB2Yx;bqW99u=5msRUQUOX~F*22fs$Qz?mt+_6f;Q z@^mpHN4RF~3p6Qjv%!<2SNy$#$=_Q_toQuH3RgX}K;~F2-vVGm@mq7{beNpwMBn!j_F+ygW~NpJu4 z><8;mheCSPQg!Y+Bx>3|O-=-#w<@W4BFL;cr+~ND6QK8T>p{_OaX{fY89a*!2M3JaMz{peJdj$j{kcT zbY+^(`8E@O2GSDHX|TSw-|NZh+v3^Y=6hUppyd2VOMAz2m98x@0bmMlEFkgwzu zNSAo5?i^Uw0LS_z`An6X`p|f&Y8s^e{!HhL@5~qhky|t9m9P6@lNhk(*?v2Kn;3=c zQMY$7Cn=%WVt28ZxBA5t5&EbkIa^M&u9NTJMvcgcx{iko3G`EMK@D;StA*|Hx-S2I z$+x15FR_pE46~Q3x7B)0)Hd_Vpn|!seFZGDn<;XXGgGe!eBhWvD*d!<2_y@-Y0Svq z<7D1$&lBntGgTy$mh)^sn*ZoG61C#98ni(7il9>KS8GrpGuu4$cq|GV9RYPP7wec2UkFBXz@MFnvpHkM>7tVF0+q|zUz$h-H>@l-1Ir#DV`P~ z%hN0|`olH;#cNn!CS4UQ*)tXG^J>nF$foa6cC<^3qNv4xblqxB$!*$NNb1liwiC0# z%6NIN0_rg9F6S8DBvDQXP1?!dKDdipYL1$z%3zkTvfGZx;s3TczRFIaiy*WIX2G(W zSc%d68t_6V8ekxEbNLRG#fvxlhG35Qfnr^}djI+kbX)2=KWFf9RS2<0vhCiSF&|_&owU9q`t)d)SJ(E5xl=LDX{+Ohm*T%(vH=BsXr4}o4@<2yD^ zyON3lJ(M1q+hU_g_7c$6UZX-jrR|Kn&NY}&q71(Y4a=eFFt{7s?4ze^evQ-{Zf!Mm z>DtiV8|A$OuF9~J=~Y?jH&QXom@dU(`_)1ie(V|0)Krr|1A;Ul)U01ut5o>&g+jyn_e^2Iq! zYXbDfc>q(}t6H7^$`ez)2I~%WAvE+#zOwV`7C^R8Qu*xZbSVooq8ADbjsA<1ClJk= z4^G^HmY}y%Sn~SL4>LyYO{$QPi5&y9*B9o^C*}J&BQ|dQ+||%}bv&F{o#kz62&J6& zVN$(EG1)+9U>CXJS z8AHG%M89dHq|tX`LAOul_8prvS;~@wt6gq=j2ft%<~?Q{Ch{Wii#}S25KaEOiEoEM zMGK!BfM=_cUoCFq5jnQelyhX!=VV_~y>+EzqwPIqTrQHJ``?&_KxaE|`xkQj?&OJ6 z5&e!QV4LxzUlFRojJ<~Ji?%HsyHuc*`FK`(Tt~25dd`yz^>1bw$Qa$%9ZF&Q_fg_n z9^$^E`!GsYa{Poez3;I+sm8-(&nR`S#7&^qi zKk`e_aqn&0Iy?zjS)8&dE##mPFg>irsa;E6WO{j;OuQqrQO|D=8tSy(E73GsUMU|3 z-h5|CENB`!DYfP#76YqUDcf+$7QN(Zos_~f&@UD%TIxH*&Ezo2$)?0B(40Qzfw#!j zhDG_U>5zh)+P#*}X~gcTIY6qbR%P0*S}E9pk7}+a7ps2C5z((KF8W>*n}L^kY6ia7 zM);uapwxQ*ezA9&0}X9D7k5)>{Oz(E8pdoc18CA}BJ^Own#clp(Uz=`j-&dEs3`5K zoaoi@!^laSk)RI56Fj5J8ke#}AVnqtpR>aa#Hq)itX`;VbAx z>GX@lVR{8s9HB#v?VM&-m}ynsl&VD|CY4tPxb2C;$%Y@WgFXop>{GXnFDg2`8w^ur z33IFZQ5^Q}G{9dfYM!^6wi!VOQx>(iJ|Dl&*m5M`1?oAp$ez}}xSk|mm*mo;@z8d1 z3-6c|wc~mrf=T3F{d?Ai`Oj!Fw4%LhG24GX`~P_Zw(ZMIi`VDTK-ZwhsIVe;>2wF{ zipBKg%%1+AEzH|3@C=8~G9%FzOV)*2kfaE!XLq-emT+<08z;bRIvD~giI#wIKL=v7 z;d!!w@xOU>S`=-h&u2u*ztz2HvUCSKJ65!#Y^j6cl-7IRAw63Ru9FxyN3oi_U8mj9 ztMs6+xRbz?R*zv*1bx#{M~$%BmcVWoJ?E^#|n!K{?D~t5OF~k zxP?K2gF%EKi=*Z&b?zkg;nL&JFq zwutUBJ|E3aDSyq384^EPKKNebI~~~dKD+zxeYz}Y=!yI}n=RTRWF;DyT&DVSp+753 zYexK`JeSPr$&+hwj)QSn--K;1^L?j+k@bz;f+u2Z zdUmYqpG6zNk}-KWOOKmv-@s5dL2x>qbaLlXt)FbzDl=rJGT zbHjr~$Qt?*GCUx1qD2;S4K!xHNkKCI7Yf*#)`*;Kvn?OwO9AGz z_v=1f`yWyW%Y!c0S7U+I53g&HJeFU~QPNa3(_9Dx-)Kar8aCvh%Vp2wzMyd|~8s^$0j;ti2sN{9w^W&`*f-s9P+FG!HGK56)s|kpb%ee?(J9sCF*FBeE7+l ziNdi^3rDU=<^}e${wroLg9P7dIW54wCr|jslcPUf$oKjJ?-TTdgy007&VrgUv?5O( z`lRiM&b{cp`HNpMuztM`a;ebOnA#gbD|W}yll$o#vzq{Xs(-5vqv}D!o^f-#M){!* z=buS~f#PuSnOVZ7&~fkHE@_KoLg-U?pP^A)<$nyLeaGhelFw-+LTzcW&RbBwRPyP4q!u}W**92cSeCBGlG|>p6P1c zEYL{PTz5gD%~*7s5Lijm$Z!Qx=QkjkkuP#s^sYRk$R_qAYkF0tBo8FM zU0X#OM`xuOY=brQ^6=Z-oRhT4XGKO_TeDy~d4Y|QeZ6hnn5Tc|+|2qRGr4Fztl>#p z;aqJX7^s;2E%F&KRc6p0v8)wr&5*l{?*?MvMfc``$%GR;4T?Xyd_{yM!YWOuR?%vaMN$2PO#E76_+DGNquyRU3@t|F zt{*!sN!`ndvT#q<^3^Q_)%pbhd3UoEjT+z&F`$X(8H8Oqb+oR(#uogGQ|DixxyLXu zdiWZOR6CZ%KGIr19=HjnSi_oUMO$Wmj?$1DD5PIeRy6MY6)Lp^7v8+?w6PauNGkzr5ZU z45qdrLuNk3LTe|K)k4KJGc7H4Gu3wviR6+GQ9t8AbDam7&_Xyz0iGeim@GDBk0kcEE!?jO&v?C=UkD8=Ic zf6j|w_f~QeP)XkDC?827LiDSy(P}Sqeb~wP(UvINUYM|VWVHVtxmCh?A2V6yTMu!w zt?CSS$U1&1+ajQ}=`>Pj06~+qbyw#cbq$f-U$heg8OL_MM^;=0ZmmY3Dxs+Zf8L6y z0ZFq7RTH)4_(qCKuPchYYM(Norv>?Hgs7_A1(nl$HK&rpRMSp;WaD7?d~0?$MD~B| zx8x|v`l+lo6i~8eh=4dtLfLopfZo4BCz9 zh;`C6SngcS`1^$lQj2fF+1207nZw3g==2#CIBx!1wH)x3T2p6v`iH~AX&k8kz8aAw z!~j8O7rr3yW{Fa;%Sn)QQ*=RA2n?KrDo;^geLS5-hmg2Ac@Q{O^zNjKT51Xg-3!iJ zi~~ULDq>QmeS&zGE7%@xfTBvhJh52(v39dwXTPZhX@8e^8?Yw!idl0=S?|L0 zdwCnw$(c9`@_KwoXpH~;0v3~X8V{V2Irv_k71*XrC>hTM{vuW(g(L2F9j-}zv3+q7 z;rZ+6yAzuNl=BM?p!btJMYj2o!WomIS0|#rkJn*$P6IF-|@R&u|^fG%5MlmSUBSSUCwr*(d7tD)!CVQ{BB;T*rugQQR*C z=#_LyQ8(Ap^5`?HL9#!WmRU12Zhh~;obGJybx@`TvSAH)6E0o zz4xxPl3d1dAYCb@7WZq&xzIYdCg+W~stDq5O>re#r=^tjUc;jsOcSdg<=Jha@uzUKXvPwye6CF0cnLK47XLm=OtAzOG ze7M#Ul2AuarLjj)%U7TL$K&sW8z5$`F3^{h6Lupar1Wch5IbZ*ZWq)YY_8WOG?dHe zIH2Uc*-J#Ty18ZEMwmq*=-`BRu0>D5J@DyjMj{}g=B&F~=+5Hm8A_S$h$A!Q!EDkH6pO5Co(00{!dH1}{Wf<-rQn@WO4VkIbu#@m?6+6D@ z)j8*{lCSJkhtnbv1{A4XnV#Cen{(fz_dj{Q)#y;i${r$Ve^1t-%Tw^)Z=yxWHpW&>X&+1i4Sl~i`hH< z0ALMl6=A16W3vSp0P)PdQ|dQUAFr@WKVE|bfRwJyDdk<=G2M)4?y*W%pMI6#B~6r4 zVSA3FO&}9Dme2YYAQ;3}X7`{Ch^+Gx!xT$~J67;M%$Hp_>f8jUuJ38@`mUfaboZkW zp&k7|MTezNMmKGI-KuGAE&aVI%-1_@CW^E`3y67LvBq9&>d5hr$zlk(h;jYFL^iaz z;A4!DGT7rb&4^aR_a1yFL22fn(~6vVurzjmR^3UlZkAz48Nx)u6yJaUoopGSc-sL$qeRBQU^C|aoBs7AR zWr=krsHa)lDx83?;{6hUtKdr>HZ`~Gx*2jxx0vep0Q12sqb86NZG44a zkrUA6#olWd`zEdRk36NTDlrxd#W6_fVjWPf#H$$m6cvMcm6^M~5@YFrsEhbL*({wQ zkl;}HptrqQqYEBlxd*65sg51@+l}gXKL^x_P?lQAi9+rEJQgqEOZudL62~e|*7Hpt zgFh&iN$a)f;f+!T8n$2bSd6?$=Yw|Q5DI;Tb<6g2h!UO`@jp#(IU^mwM(bN@TO6GbcT>Y zvR2E@VfgL_GlLkn_j-xW7bL;D)&&iz@4_re!TJRo9~|=8f(6~vT8fcgr~7wY@G+d| z#gq_4(Ryim=l$)Qz-N(`XHtgx(IkZ9R9E-pQy=fk2cLw=IjpY!@>?;@zixzNp-2t3 zO_Xaat3;4G=um}|@sI5F?n@JAcT73S^PL8p8^L;m?CTf()oC`jv{5(@~ zwf8r7%H_E6pLI>i=(7}tP#YrK<)4w||Btm`!=B8mlA6{k`C)=~4aW#_cwgTHXLtxi zK*Z5+UHZgG6mzCF{t3DsJPa@ zt5Y_F9=Sn#WF=Iwe&8#5eQ9U-ZRZ4csxnu_T^GVuT{;5MxbSZmwnpwfMLHW2#Vk95 z$`IL^W-;}L!KXxJgDYUpB$7cL7gnuKM!*I1N1>lHVb_-{=22Z^46I{t#|{{-5F+E5 zUeNloj4-D=7vexfT^5b+<*3A9Jzo`PJ2AQA4hcQ_PtId;460~6qJw&Pp@2sHZ~JOK zt1Q}o|9-tq*>r}Q8Zx80?0+BIfga$iedb_x7-ZGLaGg;-!{2S4Ta$tu)|ws*yrI)} zV(r8d#++fS0|kpDKujL46vIOA2+?&l-JtAnX5_AcpApk@-9;n!NDIT;z3beIB zqB3noLgkDVL>pvdH&ib~lL>Jkmj{uX#ZevBS>%^v$DSHbf2aa1l4?3=P^T6HO=|Z% z>2_F-d49Mk_R-pb=K6COb_5;CqHW>T5P;-`3IWh`8W)mg2ta8fb*ZUC>5RGZZpD%eZD`#kb%CC_VwFh7Fu-nG!L-(x_Njp z+3T!Z9bda_V3NAH{Gj>n@Q(_`*Bbh#l)Nh$2++U2{a&6HuSuK1zcU3KK64kO*P{7W ztp#2LEsv*-B|2b(OYLOOT6>BiSS#+kOQS5>@)mG{9G@#6(hSoW9g50O67IXaPRy!? z9E<0zCo%ljzq7lyRNbAowa@Q7xZt}uN8&xxYWw2>HB|3=@TG0^a#x*MLsfd!P5=?- zSZJ^-0;n>lud*Rc_fqf;v>zA!rhI|UHtgtTl&mh*bo#ZF@vV5HL~CSVv5GLSp1}Vs zw9|3gy@cl7e*tJP_-E1@a4{CaCllV{R^-A`IzEYcCh=vNiN|)4QvNLh4orCupfR4} zb?2b>KD$j>LTejk{%b@YB8=tTIQ!9xsF5Sd(HMB;n|MHv zV{@^sgKVmUf-Agw0fBDO>HDD&2ZyRH0?|U z3|P@~vm#kaL;kAe!9IbIuS9GTDm16k&mFMGS`EITf= zEM}Y2=maJUZgnC;jr@dp=*;YwCs87yfg(BXyjq<{_+Af{noL1xSh@Oa9+LL;ky^`^ z_K2FKqqEU*8f~4js@?+AUB2Cx#|a_P55dFDO5fR~EiOlN?V)*LSm?I$BJ=kEcIkj{gVsj;JKfuO4}dbObQIa-%4*u* zrYaM9Z&k)^_X>}N^;#J};TFBqri0=Vuw1}q2t)Y5AWNQq$Gn^>ytVA3i3B9P$n+XI zs?M+2B5!FS1+*lu3uLwO&CB;pADrwuciZp2IcDEFtxO}BFn~rz*a6<`<$Vc%?o7M2 z&48)yiX0oKQV1%L4N^x9bn|}t)0R9+=;Ov94RawNT7vz>=SEhG`tL;JzVlCmit*DAqtc0np6JEtF=qtDOz)%nCcbW~j|HlRd3#Uf2W zk0>~%o=8mICa!I2(UT0|nz!C_Wjf@Pcas^Xx|b-Ix4@qhYqN$-lKCc3gL^$Zfn!}X z`dGrUf0nj$KF*?%>{4lfP_f8taa6FzMcx2?7O-FjpU?Y^df&~NMlY!3YT7u{6gB*eHtjI~q90fz61{}%yxMZuVe;Jw%5LTrL_!8QxvxPqiZjgA0T-G#fIV{lz?^9v zdE+K(8`-To0kIvcb*L7v-!qOn$zJQFr`~<9|8U$SS!(+KPtl$Snctm?OCgf*`r4Wc zaPpV;uNK*RQ!`uFWWWay96ZOR)i#In9U^sfRR6WF^b{K|6Swd8QHMZby6jqZbs2N? z-u9-JH;PzwG%rehD^h3T9Y=sP8&#=9YYH-n5?tb zf1Mn=P9$!-iR^`#HOz`)0HJn1c{*dtLRLO1D2^c4q06adt6Kks!l#Rlgm+rS14giF zIzK(X)C^WfqoDiu=Gkd(o?YlCmN4;B`!5&R0!nfhgw4QtsB$nskt1Y z!);R>nZ8_aYGk=F_fkPX#6a*fq{^wcvjJ~dfsFJfKju7Etg_~ojTUq1zHe zT#@(B#6(7*!7u>$T?YRYp0(>}CJg`X5G#mWQs6Q?R)4RUvlj@~G4-f_oQ*Mkqn^CPj1MiW=ySlr_+Fm z;?!AqFu`>$k>CyLJ*LlGiimC`1QC)a%Ya;?27~3KdYY7OOzF_!msCA7#Bsa*wongq&HuMM(`rXZXuM+2Vqe(1E zDO4}>PZx3D5QVP)K)R9)m9 z)NrU*r3=fA?yQf|P0uW#>1jmb<}BESq6j7D?@wY{J33Dh@T3DJe=}`H?)QW(n^#>^ z8n?(0=W3yQi`=_a<*%e7eBZa?-~77w;`DHP37oh-9lb5mrgg@7HVE%6LET&Ui`hKT zlD=~$AU?r3!2jt7m+C5=rU(Zc>iHJTNR1e?Usr#Ht_Dy;$MaLLY0C0P=Ocq z#(XHj6Ale#Lm$U9siOE5fu_(w@UfRX5&WlaSSI!wHK+Mm~pnLfZ`+ff=-0 zfLp8QKWdHP+wv=$l>!_HGd3pFh6wXWbvu{K9!`f}P9MfXt7S>lNi7}>bj9(Y`Cb&! zQjlHh+g9hZ!^iinM=8I31?&1ed+3{@vK7Inh9m|WAaK5$W{yn706_4|3AL>*XzH!}-=95`)9{ayy+`UaP(*28UE<$pVaW^v zA>eTF#q(w%Xxl|5c22g3P)*mUSGWItwkdu$_QPU!88E6p4(?IecvupI1zAW%Gg^RJ z-o^7VUJA6CjDMt2xPZYk8hJqj;-~@(bY$Hz^wk-M#JiHaCbhh5gF+;$OSNIzcwseE zL-@#sX9{yO_H#IXjbuwtHpdNHuY@`|YE2isJ2-LCG5)c#^ze=r0YxswXZ-}PV2$&) z9fMY0Xvp%?#PDb|Z(B6Is|9nH;FxNadZ`JcpbO)4*gd=D4YI<8_sak={Msm>cyerw z<`J`@>s1&lj%OOAHBUMn6jitC@oKZb+V#Z1S{j~_oK&od<9O!QHcE_@(~ zcy5Gg7JN_r_*QQR z3pABF?y>m0d#LN_DUtTV$JepgFC0%@_&rlEF_UJ|Z~?^EEAsy|G>lsC#{~9#+WW@H zVI;@`@`H*pDisIQ;LUM&m#N6`EUyhep%f7#4nOk7ilQYa{xg}GFv_VFUeqmYhWyyf ziOf&i3r~vr~?~w&d;P;v2JyD9(C04-_dkiwbyp+?Te{c7!w?l?@MajYQ#j^&Bi^thNJLRAoFB)10I@rnG9!!2&|R$?2=#1G)k8Da-I zpjLeWTA98U9NDZb?o0R-r5n5)2oz_y;8$;ZAW%1 zOT)M02AJL{86epzQ)nZb!7`J2)93@ndj~bs$I$imrs2_$iDYVP1AWlhzZ6SZ_Z~f1 z0;E`xtGA<2VEQht1-7uHjF&rAhyQ<+C>w9=#+>9IA-y{`@As7w$J6|cDfO#Rj%1k0 zw({?4)_3y$A74KCxz)X%!()o+WM3<7tB&$5q;;~qx|OSM4X)SmMJOiS1UXKYGk?R! z+l3Xu>U)Hn7Q4cOJjUNL2<@>eec|hFvokS~;oUNnxxpu z(zTH;|2H=F|8oZtA`iX!T=yd&%#WC?I{Cm>mas$WKW}hU)~{^Vwwi3=lBUBuHMTTl zk;$c-I}``;kNSVbK^6<>y$_OeKvi@jd0gBnGxnyJ zY`%l-GDrd=r&J4HI{_Mxq*Bt!i|goJug}`SX(27x(fZEA@E&O^QqP$t0=>(X=$wJE zzz-y-&l?VqCaZenib9ITR{1Q*lP=89+H=}`f}c59K89o=G`&(eXW6$}f`$HW)pk0; z0{?AY4Do0>84%~H>T`|1o2vQl9?s+gwbIYtKYnshA zc9WuoTgTSv1P~Ts)H;HM_GTz6&;zxEj$%{)bxW|{s%ir2V+kZcHw_3@cftwjL2lc( zzZsIm#TlB9vC4_uZ_RLGJgqFVNLp8;3WCbEg>TkOCx;#&S3R2H%MZ(UW?rJWj0)hB z3q;RdyYI0?%iX7X%m~BX;1L2e)v-c}XlI`LQKXu~*~>oy17 z=;G20`Z9*fF==pDiCx~`tfbtt75@>(-G2d$=HGReXZ7$+2R#t7(DyFDv| zJAq}DA>oP?$gR;eb*1>;XE#YWo%pa0g4eqyy!iwMq9XqID(=b?5iIbtypN0*(d*Ap#cH>CHUyZ=bA$v-j1F7&H2ruX7RhUBsjz-!*|YxN&rXQy zwH`-Aoyn_6YBFA>K2)s5dx&$_ZRdKUsQ#hoEJN_)IeSU`Ie^K3!ugf#LrWLLm3JyU zUtHs9Ic2|>{CYgey3kti98TLtl5UBK4YCafM z+QGs#;ZS_mvEfU6!Z`L?cXvW6f4fcl?0&3N2YHT4zw?Ywy?y;BYT($)ZvAfs{{Q!$ z^c;s_6?zJY4$7VZa@Lnw@>S3y*Ns>N+%^Jm>23nV5-Bryi?^vl#c0<-f6NHlW3&hG z`w&nGWYw&;dpkzO>41_R*93F%>sZG&R;*la)$y8-pV#?~o%oCWnR;f(TJP-|aksrK zT*@*FW&G>j_OS&cKBxc#L-Ozv)`zx-jonkfi`i1b1rV6He7HNfl0DUfqH9+4K8 z=98nmgP~8aW8)Kn?rpk-g}uzfZlcmH)F5dwC#&@ZcQpp~Co2!Yi73n>n9KD@G9XP*k-9wn6sz=&p7g-!r(b! zv*Ai?Zcq`2qlU$MZ(6vO*QdX#m|rVvnkcM(ie@OAys|fV5^NCG?(}|oSm{2-D-?9u zkH<+RI%D8VUs8K%$6ryeb zLqBY;B}Z=fG#o1IdzjNj>27Pu@VQO8LHZTVCYd0`O^e<~E)@m>pENNpCbvyTN9iq3 z@DXqOT{)EPX|X;})(M8HtuNtMWZ%%6DMDL-ogxbIx<=iDE9fY111gYo#As-K)C%qPsfIv_uhoC@`|DlH>Z4EFJzcA+>?C! zm#J=mYfqRcTwFga*F2uKKWRBG9XBFKw3c_i;NWnPQR;Qw=Fl4!Lm3?DTtOxY{b+`; zrdgC<^tT|TDtSe~DlzhcZ!K}yn!ZJ!?%>zcpDx6XACG>QCvjHtyDPN1KP(izWkj` z`_CTf+tj=rY|IN;Qb~!c9?gONHO7dky2pU%s@l#NP;aN{p$;1pLhxU7FJ=+)Sg?K<%*7EoHy_5t$x|j za+-^)ox~@pMuF_Ar+sfdqvIWxLe?6x7DGsBTKE33W-c9!UG;|Z`I|k$?=w|ndEjW9 z_V()i`qTb@$Cq$PTBP^g-fQ~tOzV!>-;;<*|0PWR%=mFpI%OKloX?$D!o^kKL=}gQ zxdABBbe>^~J3SBFXIaxTnw7y#{1e9iV`qN{2IrqzCi*C&pv4M#JhBEVG+Rch^cSN# zoGmt*1>?rin3d!?$9hZ7CSBG$Kq|cG0P@jT7?-OQwg*$%AL-Mo7-iH)Luq`JN8QSu z_YiDbrmJ$0bnrXt-y3>wdkO&Kgdd7G_&-@ObJ#RN3Wdvm7Tr&33()IBrD0?nR%yLm z?B0-?ZW0uj6?k>O#nVI8Y~Kb1if;!Rv$v;$yNJH`;K;$`^Rgr zn#nMA-welRal+eMUEV5T%h3&^oMC2Bn}vD*{ldC{`RdCOg>5d%Wc|{zibC0=GbSka zTTedks@i5Z1$sKO@Q;R;RhkS-TMU8hmP{dfys23zE*(mHs=h5Su+pV-Oe~C@) zk20fLXts2&j?V!l{hcATAs_lZaogQU1imc=UjU$s0LRz;Xhh}3aEkA5bi;C z5!d-sv~}0V%qxi$*kaIqe4Ub=0@~(WX-i@^Q>W$|-HA`+YJ!w0pAUg>mnh`+njdK; z&)WMPIs7qrJ)Rn3I5G*XpB;WMUQd@+Cw13*;5@o1G+w4jePB(#;U%SBvH$rV+dpLd zb!6jP8B4Z=locc_-z@p9xuP1BZEj4g9u5_ms$oD6cKMLSYD+o&-aGGJuY4*#prKK6 zbtkFkubW^c*Sk@FMLBS&yqwAn;C*O_5tNb?|3z#(@3&>Hre(l}hoz!WpBB+Z++AGj zc!7G0I0VfA`j z=};QpTM$&J#wNvDwJSikqeb>@spa>3vDX)HLATD!DZ$L{N)@7iEHDKg9-U^TE{?>i zAx_bq2c;&!1Sz7|Gw->?rbQ9d6V*>-E08uoKNJY0Xcr2DV6)tU$mWA@VOl< z$1Eo~_N3nI@KMec*h1w|nK|N;B@@8byXtJse+<;ydbM!e7YFZJQIFSdXgn`=EWf@^ z6Vlj>6u8z|CiPKi%}A|IYs-1_I>T{_==GiElF>~tD`E&E*;y6|5IZTC3kqC%ALL3!;j%1skU zj_Q@9A^+X`W85b@Dm*4==CT}Zf6}ou#Y>ZrQvBFUI>;avwTgu2#WuI2%CJkesGn}K zO7cT2W^($x^RF3!WaC78%sb}D3VNtPYrK!L5*&4^5~WpYZ<|HSlCzk(B~O_iZ8$@E z`kk9bp7^mOT+==p-P_oBcupt$r)2>P0;e94xSSee?jH?1PjT=Gc&>yT&}1$`44SU} zJ2O>>$}vwUUw#6BGNbU{`lIH}x=MFbd{=cQVsEB>zxMrfxGG-Pn zHNu!qJD)H^U5lWg^^;E*?3(!s{Y#%?Y8D_9Pw^A-UT-OzUK!?4dFpL5KGE$OzOu-y zmAQ@+g_%jsc020N7EP6ox^xN>Wm`z>@`2?&TP}@Y)RvSEL+an2ZhbRMFGq`y$m5A-ip3P|o*U&zt43lXFH4~x@X1b;;c73@G&1&` z&O18S^H?%q)3pFgzT^sjwa^x#2I95#-8LhZ z#ZMg8i1)J_PhMNU&bzgIp=nhV(LdI%)Rf+|sMeSJaD9-#>Rtn}@5B2;ZGO-IqPfv{ zM;P85nk<(tIMUr265&z%2|^gNYjBW%-IQsOIQx$eqVEuNGWEgh?qcFhW1x8=!VQ0Km1(NT+==A^;X* zmFi25u?~;vKj-OdAgjGLN#?R?r#t6nfPfAb!6hTWGt4teE2U<5TxAk)!zoI;u z4MS&%KRPOx#7m-^s9#=Mx7q;?mH~XY-ED*gtf$}lu6kE^%(^|3)G5dS+UF9TB>tJO z;--#?EOA%FIYHNt08-b9l$~J7hcGPE!)1>FM80v7Nj7Ul?fVCtkL(TYxiy@ z_hEN}%BYQst{B=J-8z^Y;W(Brbbbk3{l^Rm@6VzG=7oXMAbb=K^FExityFvbN%~RF zrHWggbPD`E;Y0#l6TafF4HE#HT>kO_V%iu^tfWi#151k_;eT>$ttvdkf^Sh1Fyb); zb5ODRJTu+{)?*zH)@c(kpiwk0oHgof2`W|!&pH38qfOvhdRvDq#0wE%v8%e;b%;H| zmFC{|X;0H)9QEi;6JVxyV!|71iy;p&e)fHmF6_vFVHr+LGZ8~Miqa8NMEX>UgUCtY z!e+Qm?mlEsV;$PkT#V1k0soJTtX(x5(^6+O3i+eYiYwvQCI1=-SfRf;1d-(K9$&l_ zdMbdiX4cYJ$^EoqT1{NM0uD{#0(0bwtE*Oq0Tmp{F>@F1mB+C#xg>a@AJ{D;njDnL4!y#JReNR5&^epMR9@2S%9@LL(o&ujD!YnSPKvBgpO<2jA zpp)ZEzJ~_gzWUKL7fCdBoL(4c+!K4%QF>=Q?bp7T-5g!VW9Gt@*r0%s-V4{=P;ZQ@ z)yO)paPX*(NOU*K@qGK+v!h z2D;I`!joD^fYD+v@<}mlPO_V;&Os^F@2+$u&)mV!Xnkiha=V>Oz5UJ0 zMhSux#g0|%^k%B-mwjE&N>FY=9-6=CM7~h!if%hT$sQHStGu?SDQxY@a~wA!ml0{r z?wN*h){NDXWa$3GEeW?!2j6!u-7>%_l|czv9-+3-jTxDVz*DkRlO9^ey&!xdP#}8I zUPH(}KFL(gDuqWlQK=I0=$R%iAfFH*u$g7p0oUmVhQvA@S)l!{z#_ikJ!0&I})Tjxf^8r56zdh)W_7Liqd$yAwqr8 z9i`pa5FE7#7Q;s@^v{W@+h_xiX;4_aSO zb6x53Mq~;FOVGLo4V+Ux$HJ-Rc5r7~jCx(&W_4j$@%g13r{NAvWGV`hm*K)rHwSFs znpP#m!m48a5E8-jWS8+egPwhliI5!VxyU#qx6-romOx6B4 zwa?ikL&LQ!yAVlKUoAKF_G%vUT(&BFrS*#L&gGm&AzxS6vSB)_jQvpEd(xcZ2i3ds zw&!U?H|@7F0#hE6cu?V(xvwsl#4ts{J%2U4#hu_z-h@OtEK;HmVOH=bu1*Zm*N0s} z?z-w*!nSqEF$g)81o5uk2gYQwu;NbRDQlGZzpDDt|3?m$?wqBzzoi`TRZqNGL0sg& zg?R^O82|2ZI#c|p@!z@=Jpg{<^w7xjyKd<2JpLA_OxMpr;JX9EfkDgUL$wS3 z`Vp(L0`=PBMa}H_ydCQ+1vow%QeE$!cB(U>*CV~$JlIo(mYj_BILkpSQ|%F_4*Qj< zKzKKR{pi)biFaO3GZWk@lkiH?TTTYZwbko?OW+RHZ=L{KClToJf4q;{y+m?S)&Q{K zO3;?BgQ6Q8#h9oeEs&lo}_-nNIiak=)a8vfyU5&z{B+ zYj_}cmm^n{d^6mr=KPoNw=TAi$ScH&`JXx0jZpwIK+L}$SmQ~^&PawcIgXZlRSUoP zSvduMKmXw|qo-B@!<@1CT6W@7?Z={hX)4LBK0*Vu@PoxU{KOMS^T^e0m;Cu3M%Y0o3hkT`E znzS@zX_l*pZKjI5~nlCQ2)Qcg@qevDfXW z8->nzJ4yMnDLPGI-|d!P!&Njzh;Y`m^Cg;lwQN{phFIl-x^~1UL|9m|RJ;a34ty+0oZ7ZKFkD$+p=j7_r*FNzH51_ZPHy`Km z=-KPTy55Gh&Hj}4t&>4WJnhZjon%<@R>zkzr59uqg(e>L=G`}P|C8PsDF5I>-VR_l zHC(1~a=&2tw;-~5#?+_-!;#=U_F^|~a&_0p2Sa0Rkl{N~hGax~sef_t$xX{?K59i= z>1Ap5VYeP4THE{2m}$klA_E`uuamCzw2VsqW-#b!A2OI0p!=X4C%w6Ha;`@5UD0D{ zQ?wER52mI5!LNN)z?9vam!M=RRV#J6<$iDe;c^@f^Nyyk&J3uN2wqz(7=6#|Bs)3f z;O^}rE4Hq zW(dITP$`i4<9`$v*oR`!wrM6Vf+HP4AOd(G-0y8n3tE)vo<=1aWp@B!;rP3QC3Fcg zuH~Hq+V}7sx6Qi1a7`kBE9Y(!16fb{;Ra+}tuxctpZwj7J~}4j(U9|_=-7QdR>N%N z=LP7wG-2Hhm;)2yS}^rKVKt6_9U*MrQR7PII89oR`{oJ&BgeOc>I#A*O+KcMt}JR2 z2JH{si3&jFVp{?u2!htT)GA<&rVONAG8m0n`ms_F+YxL`74m{Je@_`pi%o~@cYN;up2ALVM#gIxirb1ThqhfP z<4T|*DoY>y)ybwgtCeUd$vgIkxIiMr`uqjWE9hHhl8kt|lWJ5{?`mnSG=aPhXfEB% z+F?E%55!*0qq&P2hPp_V8eVg>D`gD@3klJ(?QTOM;1*xQx)dm_dwPde_9mEqsolH9 z8qXHiN3`%5*e#WAB4~om?k4h+Q7LW^;nM0$AnUUlZ3FyBWwMl-^7Fyg2@Q*oG3%7@ zCzy+_4vYTtD~%)IBv&-5hW93XF&wxWJvlu@+R90)RD0Sv`(DS02`teyJxVyhD++Z3 z&p|b5BGq(S#48B*HH%D#gDwi9nrn*GC@!NKL@aeMuHLL5$~wf(oatwE8zLiwdyNRu?edsJr(ZKDF_q4-7<(H5lr!Gp$0}-aKiYsuk^IUt;wm-9S`>JYGwQu zNu(<$&;Se^U)?iKkE!{aV!tzC`!roU8n-I;wX0__d?w0kHMTjK-(@q=+oYG>%!Dqc zVruI|_d=g#F00#Rh?pX8MzOS&X8Mop?%p#=(>xhK(GA{-ub)#?6mRc4hLTs;c6(3| z68fZo9y5+sKCEebq!3;GN;=h+C<98b>RJ#7pZU;P%F^R6l@8&EpnVgq1HxTxn1vGQ zrbR=E`s)R_)|D`o(%Ok;Cg`vC6b;*2P{z-a@HBRNfB*N2wJ@o#+sxX{}$|Exj6j#TXg?!_TMs0^w_ZSTr@Xf!G6+??WI^hwRjwkL&__lFt4 z+?L+f**%hOu-5)!Z{u9%n1JmZ#|~yEL zG?seoH0~SV3I4`ub8UX#h>;s1#fIPVt1IZaEV4n(@ZOr9`R993B5i($H*J_K?o%@p zq&OlTER@;mi|*UC;FB(5h}wj5tgbf)9`%3AbVS@+wzW;)J*AddO~LEUDMhg?c2~42 zJCip^8t?v#RXah2!*TFny+P--$o*{++moN@FTj5c>t@CDMdtuglCM+!NjZj_wY^^P zt0)38;Il`lfGEuY1Ei4cI?4Qw;`qJ-x=QN=n zwnB~7_Clhjr4-Mx;}yGm%oxknKqpKoHnA>fToup5T#AGmZs~dXX_D$3`_rpt1~@|! zAu?<2o>W4Oh<@k2NCcs{qePmbn;@)fj?YCP=e2$)!w?Ogvjf+e&X@U=M6aY(})0|utYYj82wjU?tX5$x&lFBXDnfkfZz)-1PS3vv@zh{NS59U zJagW?vdH+n+hSzjy&8f>_hn`TJv?(qvl9_4fcEOO892Bn?bNBNj)YRxf2AIZRlcbD-WQf2b&h?WniX0QY*BMm^Wn)zGY0acMs&)~`O`J^ib)vBFp zY%Z0hsy}*|_1iQ&@t)loAT=JQqRZqq8!V#bp#dE?FQ~6-$>DtMuOP(**_>Oh&bs64 zPgCt!_VrYMmL#d7`FHliDmpX(5a|lXQV@bpU@$fO6`Q97z@e&@1nrlavpO(SDt^=d z-oteMt~@+JvO|yu(PN83#liZ2n#upMTH$pnVcCJt&|3tQ>R5CY&XW?SjNG*T{h$~GEw-UUY2 z*lEK7(@TVdMEm)xl)F+{E)-4u0pgY{SKASA?>vVTSMT7}(7(zC!2dsFv!UnW$AeML zkFB=Ws5!AxA8oL&rdwlwHj37!4HLAn_Fq8SPG)Im=2cAOr(yyrcZNmG!n)}+d^BXFPG>v)458-eDlDSL1giMbu(ruB z^O5!4Ou3xj_RE)&{>Ci>lEjLCg&qs-RA>0TQ*N`=p#D$qi?y3MMQvOM0@gBo&sxa*Fy{zV8^UOGO zBgxPOFKSnMZXwx(JRQ>yV=K`FvBRpHa^o_~OKgSm3Dg|U%I-vmP&0K%K*C(zcd5~p4@@~ME%BAL+bm;&vK=RmuUxCuNEJy8}I80<|SE{1mU}DtgK`76L)ju$8MuhtN1G zIrg4lp>I&JY6={N@}>UyHCL%^C1Hnyj-}ZIs%MaWrgzN+v(SqwXNs@at+04kJv~$& zn)zDq7-BTn#}+T$aW&6oygyBrVm;GF#a!->Qm^a~rEBNco*XU*V%D3(MThgFvWo-} zw^``;eH#zZEw7g-VYW}VObv^Rm@n-V@r#O*sj&@_JQpc;n)CT9J zdfKT>Ge5o>OCGLT@VuxaUU!@)lKc$*O5#025*^^!db6SU6diHVIegihw2ZwAF<4J< zcAtDBH}+UDOedi!H6wf9$BtvNF1j9wcc^fZrOrY=ZqJyU0l#>suRb+00QQ;uy|ii; zV^o~>WfxmO-o`LS*0A!UjrMj!Q((4ItR=%#mz9rRKOR*f!^vK&)l5j0MP+%h9SHL` z>Zn$9?3(ch$|<7?5z(Mf3rGfq?|%ROb?(x+BkJK3Hvx zSV#pkXCg7z^Lqv-7EM=)JLNtAapv__S*$)Ct~eeL*N+~i+iCvKokO_KxCk{q{?H0i zk^`7=!zlY(VK;SRNLm#EIINe zldQJ0U6^7z{LzivpLV`oV-6~=Vt>s(OkgA-WNSx8>G1)scei++o8fSlSSEn zTHOyDwvVIG&wXejbnaTqLpQ)n(ixFG$aQxOOnN&)HJNR3>QQ#A?+$1T^y=p_cKUdwLK(w#c|BFT9SE)Ig2_sV{PAO7HPD{)(t(xto z?x}zS@!@AyNM@;u-rm>L&*PV?6mK4Gv-wKa;lFWQ2l{=F8p&Fg447`IoUG{7r0Tmh znnD^O>NQ-aiM?#%i!^J$VZ3gzzP4 zBT*w>CpNY(&=396{Nss%Iy&%&g>QHl%$*GpkY(+Y%=*_AcX5yR--$l26p2vhg8(9M{1wEm!hEt(>%zG3Ikwn*=OKIKgB<6t=e%GNc7};>annk}nS2B|h4jlh zHC(7(=D?7R997KrQKG=LG5Kw2{#K~f18rUVdZ)UiMh1_iBht^}e%O;jxKB4tPBoN{ z4SP5c>Mg-?w7I)R58InALJW0IVAD#UL%@<)D3$a}KTpDcOC~Y(d@Jr(>J|Y-r4hf^ zl7FDAI+dgP+n(HO_{5^$uaC3Jc=K-c-U5ftuePtB3z%bZ>thjZUZ)5~TA@e?^#K~K zy19yYYbL3%mV`+;DW^)~1i+ct*CB_~c z-$^EYYe7rz_Z`cwoe5|%Jl5{tx`gGZMg{W@kx7U{OW;BwGA@pbJ<3#6u{TR{KZ(7A zhvR3Aa1lQ|6sazUoK zPP~yYG*d7L_=trQai(eNL{Qu~#K>O%qj+@lRS<=(Wj{3X zHvQ=O4~_K|&dH43{UeAn$S}%_0gbE8SKnn^O({`RkP%t`7j0>&XQRQryl`sdDG{np z3BT?^vIO5wttdC`s_!W%AvJ=J3Y2fD2T*i;%5eIv7fL+!D|O_Xr2s6tc#^42r9k5I z)yw)8vc7cKaqq~Z$SUy_lkS>UqV@a);b^g-iLh+9?Z;qvDkd!{hp0{qKwgQ^5-vIu zI^D1-fb?@g2)BDjnJ8$xUKLXd78qx+Po>q9F-$j?#n3cTT-?p$Vc zZcd#_L54MT9o{>Ph~^xqu-o_C8pXJ_LrE@@ZcW}cA*W7!INlmbwo+#WxuJhfoT?yo zcol-hpoLgtue`nZ9M{#Ww7v_!ck&UtkOdkySHBq?wuMwU*JBi_S{qSs3;Vz5l(`K5 zm)H7jUb1KMDW$99^-vl!b8E>GDQX{x>ICEnbRqi`;Uu0eZ*Ql_A?M}!wvwN;La)H`rR*s<$fHADtVl7 zl;^q!*3@7gYOqMnN1FN>aVM%LHT}Cd(RadZXk5Y0V!5QcmtUI9Q!^dk(P=uNYZwqW z=<9^8)WEc9sjsv+{)okcWnhJ1Krv~715tRg|Gr0HX|;aG4nkHa3#QNE^xhIa*=)sr zAHFEp;-DcM`YG5#`Y8a;e8noITSS3^le~KQXBXMIjhF%qfmI`pIe`6HDAKBgB$F2<09Lx)p@VAyFqy6U&bD2UojB7 zY653<`y4B7zY)c)lhu#JgmYb5vZ2NH|4t-kxY0$BlIw0|?TQk9&942f|ymtXD?V?$XU;S+l@0?k(voY!({8+AR{O=dTe=(u8fH)c60 zkAFw~45a`o2;+lKwqg-4UaOhN-E*=CHm!Z-BN)6ta8CI5t8Se)6c4lKfvLEi@_tn{ z(q}j*voo=YpJ_8r*5id|SaV9I&xgY6F0B?_sZIrt|9eFFxI-Qe9RjJy@3dT=SiAw1 zmT9Uw_frqqp+}=3@4GTu5r~`CCdw?VYEq;@mmL7F0t{^g(r#usG?-=L#lZBOaaO!LnjZ zuZ3m8cd7^OL?nFz- zd+UfkzZdirD=J@+oK7G!$-rI^C6#YTGX5UoIg~j0i(qokwWc>J9Se_wzp+9FF#6t) zU8C9e&-(X-E>D87EF91&izBG_J|V&K5SxyMr2a3Ys>H=jmPa?CY|)Mm3+lZY37mk4 zR5Fs|oZ%7U!P_ZOmRw`Ke82?YM;&!!1kRisL}OKs|ptX_B|Ot zk5IwMf^YS6a?qIMd@y@i+}g8 zJvBzUSC*U>8xzBeh$Bj}h#0E3FM%kKaOr=|fLM{aLXfHL3-hBR>Cxsa{ zDTYDH1)Bx#H}L>3qnEJ&mbE#Xx7WwZ{n3RQSQO_O5XzIm8f|Bt5XWaBCTPzqjFKU(sn$R3Zx33pdhFS)Ud(KG$T>S*zttxd<6RNjU zI|POl5BFn{fBTJ6YNl7d-hHtZpMH!-qo!(sl+t%K>h0v3=G^mTot2`VT?f+VON@k}oiMm|cQ`sP((XBv2Pod(J{ej7v9H~7 zwnB-MB)Yf9hj8+i+PO{0XyrS#<5-JJ8LaTFNs3zEH%EV&EH=tL!}lvRTpj)1mS%nY z`!Cf-6|CJgv32iKZIiTk4Se;LI4qkf!9=#wSZsIw*BAYQS8Bw*U!w0@s`GC0`020* z2TTgXxHvFEJT|I{Mjbc;_Ao*vQC`dM}^CbQ=-?{U_KWdd6NY z@y;KgFJ72yrO#8P}IqC{WiK|q^ zqS`L{3_E}rE(hT;qPJ>aqz?DWUv=N+*BYd;o>l%hlH_efanim2G)&6pT%#t4aL-LX zBlQ~~7#m!}1YEAYy`3~T=^+ZX`RYLR5K(gZpx*GB{`&^eiY6XTO)liWxA{96bOoTGnbcdM@Cb#&lgQPaPOJ=F?_y9 zI2kk%^rlM|gO2gehh? zT^yBLpHZV@fh(7e=SzxlSv?lnT6!orK%t zZ)sFLQ%2D#5|bI;^EX6nMh6XLZklGr359=PuVlC)=CQ#6`B!q;)+`>OFUo&&3Z4$hVB_1S51=Aesexxk&LB!lm?MeO1@YuAL zwJE%Zb5@5zjMANWD%HGN*GsP}>C)1)^}qpCNvna0W=dyN;F3Mop*#Gs0hh`#R-1pkJBrQx4cPFs8hlP1C9HFZjUx;D^vzQzYVYo?lyiY+ zjf|@DS8cjT!nU%bu4UP>x~kVGvxr!*@sP=GKv>02GriP#i+US2QL^s%07_?drQZ90 zh-8}u;%_HxPOnvwE3E|cQs+9<<(f#cyuVJtQO)fmSwM}1MxNZH8$V|_)TeluHQIE` zzA4v5X}Q>c)LUdH8*+>qEj>V!>q*>x12$Afy<|sTYx85&EvQzHZZj@G{^;Lhdt%D!`Yxm%gibSfI&4AluU53j%^qcUH zU(b4Xlsb+8J`^@}{l=@PE+rTc74b)0`C?5BC#`+lPEtVS0%y<5u<5u=#YinsWPfDv zAF{v@#)FLGNH2e0Dslf~eW_L45 zCX~oqha~->dfV1c{`cjLg&f(|HO`;Jbk(C9Q(WH7qB&jGjr&=EIl%jsR^&`*^h!C2(;vG*tb9-_ zB>*8g(a~NwP3_?)m#2n-jWXDU6P(?Y{`5?{@2yna7N*t{PvPYCcfczSXSKTz(GMTK z8S$=<77Tkn`07?jcn-u=28r`VfvwAd>Ng}2Fu2`>99ummd;}2|21QVk;u!$8)cm2G340$eCH^PP#QxUrX{uJ@MfOY*X?t$OUym7R+L6 z?FnYn6oCe*jlSEA1Pys@25u|K&X@#M-J^TA0lJzsx4Mo3^67b4HNCuWIO4gm?&!af{R`K5YNs9BF#C~)(%?!B)wR16G~-zC8!EZd()(qYTxN@LMP=@1qF3>EDBbsn>Pygj@28Bh4bvL9;?&iy zS56dJy|yEZIHepfHfqiv`f4h-PqXBmJ1RL6NIacVNN?2*;;7`b2ut;as(aN|cJV{n z%^v|N&ivp4C=J7bfHGlKX=z_7Bo;A01(3-t02K;@-aZmeR-3z9@nM3pQLTJzSa!ef z>SzVtHd(da(N>~+yxdx?#u8!W->-Tv-wK3I*lR&am}w;p*4Wj8rOV%g6m1I%4r8Y3 z)>~*ygO6i?4G&SsU$;1=a&Hku{wOXYNsw^lwsR7I7vj}p0TAO{(J!YsOz)C8c{7T5-wcVr zFo90^ndX!z0*VXb_X5Ut15{8(dITH}-@<49>)G#a^)HEvvR=P~s`)|h!Rm?p;kazo z5mKWYmy)BUh!33Zql1ZW3F@TtZb8>uWdc*{J^!)9IiidwX9XUC6J28x{^~Naw-CsX zt*6VVU6H;G^M5UeGE8TU+<=0lih@F})ffh>?GRm}aDG-l%a`me|#$ zE1*;!hJqeLPdO?YrFIRC-Uve}nGaS#UfZSRZz*$t@RIrd6T=c8-Iu~~Hy#?+G?EG+ zEf9!M6!b*q0E4jiQ;P$PuH+AVg=pj0a%W(bS?@G{w5BwmO~t`S#o6%r|Ne z>t-Zlk=M0Iy2mfAjygmrFOm6X=0E*W4Y+s*NsnYlm8qjig)Bq)-d5>Qh5nizwjm+H z+n<*&7*E1V+~bZ`X}nF`g$J zrs%Ae^$rP>--2W(6n-2B*FhxAoQ^()`}b&8wfN$B*{;ur)TFhXigDLEWiBHK z=RS$2y?l>k%~Ey7bhF0_7Whkk9a;-?-ljdNf93R$vL}2jIayzgXw(@NA0H>Uu%A{0 z2)El+RlRrJp{39^zA-pltLM~x{RD&6eqgE%Hwj3*_pVf^YV=-R-WLxkg)*}Z_^O7} z(D!C$$67o7AMJtVk`e;cS&r`-*Y16wQKs57T$hc-QzE#kA(FNf3%Nh2av zFTw$Ws3#WTmlu$`)4Z%4#HFz-gfln;z9BM|SYppJjLPiZNmB7<}`cL(G#W+hmW)M(4ZChkgcI`b9&L}pG{pylA1C8%K3+5 z_NG*<dy>{+Q(@bPf@U=V*#EQ3Td>`G5tC zz78xy>#dfO*X7EkM_u;Nzlt6EjVd2ZHO#AvwptV^`UF#MstI%85!AcqrN$Q+UD@0Q z7%nSe3T}}1B8?4$HJTK~CkUGwGN4ZT!c!&>m zG!0<{JDh3=Ay#avV;0`~0K{JWxWe_n%!}v>85Ln*^w0ml+5H{S*|ys)&SQzZNH7xQ zIA=agSq<>4IvqyR-XW$3x@z2GQmWMWyhH6g7M?gvjxGJ>G;SE`>yVN%-E*B+|9K;) z=vHMyRd$c99EylCV&_la7ATaSc`8N4B#^!=Ro++LL7bel=YC8(0d^6bV6^6Em*{{T z+emYK1Y-wmA<&dJuz$JNND|zQ!5Pg8o#>CCtG9@>%v&D`iefMtdnZ~E@B6rJee@eb zuY%g_zo|?F`jlqpItVY?buYolJER?~k){jSGbEeDORgn|qBq6OOCzj@N|+2`c*(FF znnZygjoJcBHFvA;8J^-sYR~IwsNo)z)T-)E`&W;R{!s$fG(1Rf{0>1M4zaVRFLM-g zus}nc5wS^WwN2q#Uy^$L_+sxby~o{70t8*|Og^`KFi1=?eH{myANEjhr;IJ2al0aB zeu(VoTzkwQ$e&C;!LBPbi&yt0ff60xHcEI2zrA*C=_^vBS*g6mpR)-GNh5oFF;2^N z(DGT39w8*gzH|{DPuFi0WH6SI8M(XX|WyYc4)?O46d$X`Wk1 zcy1IC2(4?J^UY>f{>nG#u3DziY6z14Eg|V=z`o=ARxmXJXg~Ju{Go@ozrE=#cT?UWj z#9-(OlGkrA(N(bo za2MM>)jvNjxR!Xkm*Y?+Gbw*3jH?DQ*vQ?yA;5pnnNpi+t?v%LD%O*v!Jp2g zYTp}sh%>+34Z!zpT~Z-xG42>SN!EK5ZB2Diml$2O>4`!4Smamkm+1koA~Nyh)#9<1 zg1v6Ht#=td6D<;He*&4kSzZ1f0VfW<-BT2GoLf9;Vhvj@qqsV!%9;{SxDx2bRMotR zB*puv!G7NoZ2}g)t+EhOiU6v(zbyo~%+D!kQ9V&dPu4PA#7VwZ7q%%JRu2kuU3)fN zoI9?n6!T~_S4;VL_6+_7 zYeul#jK?|kWW=(#W9pyLyL;!*r1lfn${Jf+>Tw}`SxWw(W5gxtVCLm-1fXxU3f7V* z$bd4#_Ys-Q^aOGht7CT2{P&OI>DTccImZL2rg4x9qeaxKIcc|Kw1_tGcpYvP0vv&f zm}7J5Rf8!hDdiTa^{{qCARNOr83u#^cp$%(rR$l(E6ey6|NU-!*~7hykS6}2sk}{@ z7kZOhW4ob!DP0CiUq3-meg&x!qOkpO7O~c*`rd0pdrF-zdkVQ)3QP7DJyYGL>y+GX z?P!x%NgucAbj_{qK2bXTp*toj%?xXMuVw|mJNad4zHI?DE(e#=GJU-Wm5+0^SuZ+% zZb{(oyQ?SN-xmvphh@AA_sQ|{im5W=q5_wOyB_pN4bJka>jp@a5hP~mXX%jQDs;>RXEiVEYz3hz^H1!NLOOw;dB{VqIzha)vCE^Gv*1T^P2!udT9_{& zk_HJ07;bh{UkVdpAB1$Nbwkn2+XH#otnoTa1;6cEgdU2IV;%V#Mx$}oz5dO$Aq4q4 zzY6?m+~MLFYLkLF?1roeqi&k>Yq9mtd;RBv6C?FU!tqyJapdDP#*zOj)UKiez)PjW zv7-*-*dT|iusnGYxiGS{Ki2*(Q&wSv>2r`oTje0YIKu-EmR)Pn zaqVCNOKHJ8VuGFq^*t2(>EslCzaWKn@@9feFze%J=I4<8a;{AL?r zinsYjQv-53@k16IxX1ZF;>9wGhRXaN!~K7Z5iOaOG^W)!c#O~Xp!^jn04&;1pl{n; zURYy0!;>b11$)aVf%mmRjpzu@|B+`ebNs>$=Dh*4Hy=}0RKpW;m`04|C&kAh zJOC!@W+_pruJ;z*V|;wZf6&c(LJbQIex?V&4L8|?WDG|8I7CYPN7B`vJrk>nX-WJ* z_hV@r*se(%?<_vwv`{nyD#Ul?YqX#zn#=`*IN1vgbEus;X|yuT(|wMX>3UTPH+1XQuFcJNWbCX(xNou%&_ZI(mW(CYg?eoE`42p4O%q#^n=`Fo&S%hySI3=QR+Z!-QL5q+?is`GVL(5$vH4dyV?gD zS6V{X4ZD}_F9u3$@)$|S#|8NuPLRdArP`vYTER6C2w>016zm;e>!;wb%eDo9!lyZ^ zN8#rBk=7=s8K{-#oy0U7QrdTWV?bPfgKE!}=nNu`Jq@5eGz)^ZIEqNv3>Hqle%7Gi zg+8gfGDIYCv}~IaMq@c=8)^K!)f>x4Hby-e%IQiGv#2&8tW8 z;;stvr6=K7?5wywEq9HtFfEznx1E48x+|@hckxDK+C;$ll2pt!ys&VgYSx!dvN?X< zi;?Y$UcsU5Z>2W3An^HudZS2+n)n@`Uug7OcPAFInExc)_M#!Tnv>KQ_l0}AKW^af zhJ9XF#AL)aIvqN6!*4>1Vs#krB-Wj=P z{L!zoS4bOOKkd}IU0#@cxqrg0MFeR;T8uRH5KQRPA04}#NOm`vndL{cT{1A3L203k ztCqmd+NFr{FXR)rq-H!SbWNYy#hC1?+9jYMvS&Dl<92lm*q)jgK@>*RFJ(%Fq?S}p zG;#bPPb%D}Vg+5@c-fqfyQ6;vfiOG$7ao^KX>UN7#5KAM~cdnGm;_p;_-|owZ9wknh~h_Nhd*Bn{uG zHr0>`ly(1>u&tBZapy3SLzUh?JLaI({KH6xUvaGwtUl-ot|=CKoJ8-JCxBnNg;Lsq z+D=$XiBzWkz^B;L+N_o3$O`hVouJW^I| zAPckOdfzc2B^G}A%o{aB-)dTve6DZ(QUcaW@HvKy2@9(uf+%=PH~OYIgXocLo=vQH zFU4q2L!!5(u7tz^c*b4gy|lD2swwh4 zR)}n7CElIm@huCYw)J7&G39B0QOJj`Czy53U~hR@O=2-V0j>C7It;BM$Q0rd22B^d@j$G4BDf*XSjX7n;#qZQFH;hR*g=$KXWK}QZvQ`e~ zi{GzJ$f2Fwm@vSH5GKec@|lC4&9{;-V~HU^lJow^;l^_O*WE}&=p{@?o?okK%B+=z zQ+Ng*4lOE)o3y{-t^uw0M8v9BMBwd};rOvYU<)~!2-ZUA3t zU0nzt`Tl!K+p^y?UeSd>%WbVZM-c{pYNes>c&fkUXS^pI&Xr2qq zEh0Cb6i-2otILjUE5v^kOjmDQbi}&mCt^~JdZU-O>&;Lzh<4Jh!s6>4v+J4Qc|5f- zz>9~z)MIh^iRH$47jLBa>eq)D{%OZ)vKTPk&&#In{{%mORVTf&MX$@&c3NMIq=Q~J z3mbj56~mj90^4mt_fUReo9!<4lo72J>I$>DLZmw0)0cbfTzSka&yV>uj;@X1z zU51>aQuuiXXFj^VwO+MZ2szlvE29@#lDzT0(dlsF;yLEZTIgY@DK8 zT^*EMNrOO?kP5e{D$|-=CHBU^#s2Uu@i~g7wt+U-r)#@~_pf&WQvcGi7jne>ZASTx zTVL%{OIvN^DD|6N5Nfpy{J+vHR>Qbbk&Sv2)9hpjVW!`}gIKY-?=?=fc$T|Jd@Wv}SsZkaTMOc3PLRHth04~H z4PUN}5>o7&D7aUL9fzwN9Ns+J#30j9(<_yyCr{XW_^;p&5;&~+5TY@d+MzE=EOpYvma_!Q%CGG<7q z^hfJ-unLy!^EXp#l;my!VnpxzR-e_b4V$bu9HBCvesUFIA851Dhi9G$olImZ#5HE_ z5C8^+g4#x$KIIzHl4yW)Pf`F#R+PH$l}fzYJ}pCZ{E6?CRf)y3E!<#_t%8sPyAuTJ zT_3M##D=`d73dp6e=sTW4a0;>_E0664IGQM$2m)4HJZqnr8?e&kmTH6`gM)2@B^?< zFk(5Us1Cai4GJyEfXN*FF>n|JicTf+4Dfy2TL)v7Rh7v;aZI5Mnt%v;FzHiWcQeKB zpM8J35{yAG5gT)9?-u8&I5!U}8)L;G!q$e*!i=Efwosw3XsWYyKgW9;$+P`E^qY72 zhiEZd{ymc>Yl_f(Nnx%EZ5mS>)_Rp%(q3UH9)zSqB*wPF4Oed~z>e4|t_F&VUQ8z$ z`%N+uNQap0gjdFyL&u_QCZTf4tcT}?@7bk!%@zL7)%JDH%#yWjnjrjHFYb3N*31^B zxJ$NOWMW{6=Gmc(B9loa58>+AmK!tf^)Xjm$CbA=xkKwcRs#$PK7(f|MEv4vi%4qV zlS3YHq@Q{;k^Qfk*)YFBvU1fmm}a;!8}fIGV)@ml-Yl?8ig)6~C#PoI0Jk`%au}z2 zx0Gry$ozDXDZg<;!06?_X0H|tw4mb~hJSTRC_7WZWRh|8|7Bu7lIaROm_8qqy@V

W;(#X??KhM zqj1d3mp^Qv+v5^Ub zUyV-5Gc(G1g?4roa<2gUTgjhHo4fuWm8+^S=Bu4=cwMSN`V*meq39OpREe3Q@hvf6Av)XF^A+9u zhgN35*0qgEi}ll?3fU=Z#);+qyC!F+S$bvO7i)FOF^moIp(VDhcv1w$u#3Tn*Kpo= zzTPn-n<9bM4@|}8%v090Pbh3h5dM&1y%98c$kTeWj}%(pe~aHP_WJIL-ZSCzm2CE$ zv}~d7rixU&|0ozrZl!7mG(^;YzhMMoZ0!jdVMa7{^Z!Uio8A$ud_`o;kgl&=2R5mot z5hgi{GScSGiV!{|BbVh!vFPw^`pW`fww+`VHKieN>biblG~L52x6?~OGoo%Bd+&JB zkZzR~#KzJ-m(m%~oZ*g`!&vxQf`;-&=k?IEs%f-n*_yyheyBFMxG)t(Bq;jQ*C->5TsisN!qA-?)BJi9~gyH7LvXk(>#B6zF@?a{qG<~;@*_>MNf zc$H~*ao7o1JWeQ|Hw#3I){~DC8|&#TOJTyZxW>mv(7+H)g+cU=L4vWj-ol~M5XwmX zD=v&35;Wr{jals%41BAhV;CIg=OAq)Ad@>k9Z3fYnh2gjGP-lq&{LSyPzl)1(3ZsH zYcKg5BZBt`DUEzPiB@L)&brzpO?8X$Oul-D$rIs>7M`foOFecB1LOiqe~y=l1jYGU!n zkkY6Jcqd#}@PiHj>-?G{Qwfr>xdB~;AN7Y10DNDq- z=6RUk6m1}PFg0gWyLF@ApY0Y-ETK|wtog%*x%8*L5l9h|g!5`!x7bM$;&&59tDc3~ zfycazBq^cAV#`o9@<|IZU3BuML%y3U7|<9mT!Jx~KNg(%)IOlZrR+ ze2^x-n?l#Vd}F3)G88R0ne1hVgKFA;)0dOLQN=VsgU+^O!{ciyz9~YUU&iL|OWUfT z_LA_zQEg+dkd3xIHHC(k2+CKF_AIA^QG0k>=y0%Cn7UznA9WdF1l@7#ShsOv?j00eJtSwfxTnW+e#(5P zs9b>;Qaqm7L^l5WXRcwaEGlqi5&!ti_(YGtul!m2Bn=jpQp=dSmSp@efE!_J-epUL=S;aOGbhk{KHc)-*IOfI!#yDw{jT@3aT2J>ao@-O!WxSW`XpHb4Z=~jMQe7@Jr@hNB5PYx801%pd^d$1vUHky>LD(+gaBE`5Lxi zt2!k{+H+%wU&L+!o~){D$%%m(0kaKNAkB$YWPoZ*>SP9pR}J^sJa3YW{)msa6e{$>UwV z6GN-!d{0@e%ju<;m>EsIdO|~$DYLR845d%O&xNFC*BRss7{&Hn_+Q*7#~86kdHZs< zZS+v-V-JdR&+;IHMHo@Uk@JrFzVrwG+R*AB*$fRII+$JAIR^ryM~PUsIF^}d%t{gn zyfgojK6}L3rFe9y6&Qn<8D_~09;A4po8cMRE;Y^@vwQ|JGJ@a>%?fdgm;O9Em>5`|>deL`6`R&tH%RLsf6F#^VM{PSxJ1^XqR6XxI*v z5%x8ysIU?JRbt(ukv!(SN&H4EHas8d+u&S1whE9)e57#X3nrvR6)30Vy)aNZ8_j1Zk%qDCw3D9#r~vH^2zI-qhDO-Qm750^p|Vm0-pCSB|>- zx%N+tD35&UWnFb{NoR8uiy$YvU6S&^KA!+bY&N&YVzlCsqf|TID-4a6YkI_2WlSk# z_INx>GRgb|cg4+6Yo0-((j2Zn%LrC6V}kV-Q#mdKDuw~VMzNpIw#XRA{T4Y}H;!WO z6Ny8C8NzMO=sG3Iq^IZ{K>uwI)6a4hT*DzT7_m>ELnM;?5q)i%g-Mu@3+n4Y@m3|h z`S+r8y4+_p>X7?aIcpYxASHQxn67Cy^bX|hNs0tw#Yr7tdWN7e;7^<|;V&VJukk_X z!_tA?!c$Wcee!@_)$bAo&xw^naV1I|-Na|A(i2Pj+UFgPe8mMULC3ROgv7PC%Zy@4 z+AX0|tod1ypW{Yl@uHQU< zp338bN)ozXYk%(Wsh39{8eg>I#SabD&LvB3vYx=h`0l=EvHKW;r#s-y4gk{(tO7rP+BN*nZuK;T+(p-Xw;pnv*P(i^X{E z8k2T-I384L+i1JiuXgKWu)l{E2tsK8qR$IiePK=J{6ke&suiHT8K=d`=SCCqPHTHB z9LyrP<_zS-bpW+iod~%x*;cj-#pAqLl>Z*O!8d^FCs!v_XhIP|fR7U=myJ9Ndxrhn zU!_>$O^Frlhw`@@8u0?B4g7qCX45^sg<;opMAZs}Y$hypa(=W1kp74nePr8FR0J5y z2N+V?9>f?qNKy96euVPb%LDs_Usv7XEUzh>dpOF08Lp>Uc-?4I!7DDB+Fm}pdiuL- z56SmLLIv{sn??i)B7NU4G%& zVekKjmC!LmHtsJ10{fU>3qBIRB`ngTd+f_)z<^>y(IoIuglUU`Pm!pZ3OuG;<+X*k zq|C;kF6hBPNY`!ca)!e+3Sl9FRG@JUcsa>`iVpW4LLfPsE{c+Hft>LXt`Xu)qs3hasL3VMorv#=gyl;~{TvSGL`(JnG z)BzlW|8VYKunJ;0C$29gyhE`mSut!%(IM#4D8X5yByBW01Yt;*gp9^Pr^wl-| zywV23c^=cbW6%cdFh<~+UP@iNGB}fCh!REW7j-9Miq5`Xy+r~Kmq0#(*;G%qBBt%I zMfJ$hDE`i{8Ks$qm~sq@^EG7BPaK4*MQ_uB1e2J1Wh5v6pI->Vwn+zulUmG`o)^ zsGx@Qy3>A?z&3G7;9++0P8S|NY|BIm`vr^0aEBftk14Cf1_j&LA^r0BX+rrnPeTqA ztR`=esuJl4S$GcW>iBmZyPu1QWGcXJag&oTh5@?cY!3>r>2yWSt56*MqxvPxF+A*C zsTStE?XTahmei{u>m$9RlD28HzR|#GyK8Jsb9u>$6nX-u(4xEs2KSWq+P#&46X8| z^9jKCbvuqop0MaGQb01i{yM{8gREjj0%N}gf zI>?P2SuC?etz3C|OP|c6;u70X8`@@{(hBBQXEb*TfvvV)Ry);I7;^Va!Pu2zSG-yJ z;WHn(j_M(~*9q$KLzX9&t1Lvx8Z@BE6!^w*C+Zs3Hs;D)a^+O{XiyI-IE$>)ge2*h zR5A49Y&b$SDPv1qE(ja;E`#}vE#YvON)+Ql`00`kAUsn&cJ~pHjHF|poPA!(3?+&; z?lEQ@r_N_CN6kE9SXoL7duu0Cal_R1%6r|UTQJ(nh!wEZ(S6tsHPimaJV+J9hCDL9 zUW|6k-4+Z2lO0YKJ55B=QLKm~dfS>}4$qkN_VwWrK;1stDI4|CP}r`>TxShcg8&fo z#TaoL_(IL}yYV`roj|oc-t;d?x@sUn3Bt@)8pX0%bP>?4dF`FUU+oe%%Y)MtdG`t413#k)k_*o8sumy+qCd3-r zeJDfKr-_8Bwf|O1k1i3HKx_KZ!I<^iX8VNpw_1BQW20PUL10^f6`5;WN)FIR|LYUE zZ9LAN2JupV?LvzEeG7C*vymoflPcg-H%N0ErBxlp+7p~oy&lMoZXbtFHj(Bj!g1Br zx^{U)Xq_0p9%2MUpb-qL%ZydL#@7uQ6u=|bD`J_gq7iJVUb@&US&qb%bHzr99ZD{C z6=Urf6Z7BAPUSHPNcz5NX&<7Faig!}+gvgOe-*iNEaXUT(a#jWfK@j7iFv{+<6Zr|mY5H=RC zN{H*3Rn&ofkUg`;O`bc0_b`EgQf`l$iD39dsK`#0bpou)hus>qG7m=M|DU0+sQgZT z!Mqu+fphJ|rhuQJVGjyao8XLr-4NJfk&W5E9t$^S6Hr8_K$Skg0xdAYdEgT{e45>k zU#?j+t(%X)K&ebwL{pHfbpdQsOevkgabD@hW(WTZjbfSElxd z5hh2SHcYKJ7QBY(BMcMlsm|jl_bcWV#d&^=S&qHWgrhI{;L($+E1o6E-=I6i2nYqL z4p%uQQ4nCI$7e0LuL}7oThlM1@08?;uh_P)^)BYklzo2LbH8`>B`250dX9<8=Efoq z%azcon)oo@HUsUxBJb0T(O(RIV?gq~V<2Ikq6Uev_IgXihXXrK!Uvc(&RDk*I_y1m zteDU-4lHpHsMW>$t4^=AKJP;kg|1H_|3ZIY<=p0Dp1WpbW;^a>Bzz|oeA6CyZ)+vH zxk`S2UNqC8Rh?`f)1=gY%x*o=ga_xXvdli}MbTqgfWnRT2#0LN{{&Ne4-px`t4)!%+iI-ndgww&v zoKYUXz!(Zg0C}4ca$Icl6VpY+wMnWeZ(0>11PIZzE6jO2t08*Hs8_akDU`LDym zTZL_SY|T~hQpZ%nG>}PjNc^5u%?xTB!6$V}@i;ps5Q(7Kq z*o}^ukpr9htQ#J|?gCuovvAzXAmtjCCZF0rdWvXhOl&mq;680dO6jFtNmzrbV1{!e zM@|07yY&7edFij)P%VTc3@W*BCbxwbdWi{})+(S{4(Re81cm88fRvNT|uM^zj* z4cuHC%5umzFl^4nyA+GixNGnedjuv2!&vtup@+PW zrn*$c|EY-vhPpnR8{A3{6bZ(2)i<%sZl2L^`5?ay-ef0`E{Se0IDRf^A_(^xy4=7e z%|$X%mm(%!4|Zf@Cr3^Qoj&`}R%8q1$*#iuOwijq@^S1fVm#3D6LxRr;p~Gd)IXK%qbR1*J6>t~d@hl- zZH5W!+F>Bj#VpDnSa5jRvt9c27}t*Y55t-^{y>r? zhP2J}0J->|AAD6EB)@i^*6pbNHsbbqQOuyzo#WT&wCoan@d&J(f>0OLeSG!G^Z`r} z@|qIgOCmPv$HWQ&`Tgfmw_4n)`ub~xhUa&W);|#>#J~8DkdzTH;C=T9(E3tgtcRf^ zjc_3f@~a_egSB*QXFaQ3rdN%7;r;xM5U0ii>1u2wG~)Bd9+Iqv4-++m26Q2Hk%!~Y z1@ki%#|gl~a^(bZ;nm-nXE+L)U?t@vZqR*KU|A>GS* z^WZF}P7fuJrk!kk&elB%xutYzKWuep_sM%n6I3TmKEgN3c_m`A(ck+JbL=>S%oIqC zVTa@xSI+V@#em|f_ZxxKDyh*etMlE{;s?mBa?_QjTRreAO2vh^aE$0mF;;X}{C-u{ zr$SP-Ck?oW12k0P%7pe3K@rh4xT)K)`X#)PC${9%yRbD=8pAu5P2gZ&sJFP{lgiEi zE_)1Ar5RyVq8a|=3zGIu(3w~f1@2WC1o|>^JpXyUJ)S=(&8snprM6!SnjXmWELkkp z&tK!q2w(8E0>Uhqv5`7Z{kZ0T<&QDjq0z8Q>Dy~O73;Fi(BMp&VV=J3*Z7v}Q;x$j zGD!ubunP}g*t6_c%5)=d16;wO68M&`P%oVk zgwRWbkt$E%@^$22JXO;Ut|F~ZU4BKv97oH&{Wu)?x8k@9R=_d)*dwsf}-Hm!ej+NC2S*#*ZRI~)*WWU=t(=Sh&B;Qq`cmi9Q6#cvjqX(5h zh#X_QalKUcA-T~iGmW{;Pwja-*)Ei@oXgBSoPN!i&IOqCPw(5>y{R(V*qMySnTMg^ z2e9vD;C{aqZJiSnyK?^T*D6RYhIXqujb6*-y@wlLTz^^`>{kY5mdxneBmK9nB?TG- z$+U(YvpIW;D6jSZdT$wSswsy5bmCL>K6K9@b)4ymBrElcWBxw(+uPtJsViI1)PCLz z2_=zL?;EnsU((QPj=T~U)Up$ zSGELgSLCpsEd1L`cNH4WHa9J-zYJuLW5`x_Y>+&X1H#=bZ00UCR>M;$p&#yTy0BFF z`clg|Fob}_nb1Pk;)7qy!-C}loT2fm!D2j^T-hQu$)@^7Eu)8NC z@B=hTCP&y`W-JR%8>jO3jLbwGQCxfD2hNman3R|9;{5Mxski;<Gib<6ZR%W28)F# z?`vp2++Q7QaEa``m8{a3JSv)L#2~DIjHoDhck(zIcHPgU%ZzAZIqL!FZaeRQd=Zxvk{^$6SiCaWfbBZE zV|Fom7uYbW4PS|~RvX*_odupi6t&&L8HQS59b3Vw@MgA}Tbzm21m{TdEuuJ`QLjHr zqZvvUl8Iid*liLk&h%Zy?+8mJVT-)M$JQmUM->$#Fk!zC5o;oJ&q)ZIff16%)Uv;; zV(yFZ4he(Ej1~8>qYGCH@HSazi0^VmKtR!J7TErenaGY*9_xl1k2#z~C z;=t>~8%wSkufbfp)NhqFg?S8!qq?rg-Txm=elZb!R$+!_#T;?PH(-uRI#r*8xpevWg2bbaFsi zGaVBG^~%(Kw>3`iduQMjQVePYQlhz-nQeJHHc!6WZ*iaPa|wTH8{aY%TM@=sAjAD1 zX{d>g_<8Pb4+nt7W-ND3_sXP>h|dmd!vOR<70vE~l5QAMSuIhWjMxI9bK8dWF^KY`n2*B7`M*g0JHiZDj|4r(rk9M`99nA38wBylz}G$C=e$iCg)QMTB-z~#*j9x_f`D3l;_Oagf)THYGNP~_7rV~S&wiR}Qm{c!n=>&0w@9=>-f^Y9 z>IkKS#qI$w`Me?0q2R6Ie^1XK8BTa_W`OJY@7ux34DW61NU~mS*8={|?ykCv@@mKz zki$SqKOY9(c8FpWe@$>h=M0WW>^-F4B)EMU#Son8h+E7Jg`HyTOBQY`gp9Y~whIR^ z9%oYE+v{s0V?b-7;orslAZG8fkXmj;8iK}|p`6GI3{0bNwJl zl%ntVei<$9TVA_)8-led$;^?B^dIHDnowJCCpKWbx_M3V-q+-Rnt6oVfP<&`h4y)l zO5x1-R8%Vr`?mKMk(^jSN8!uZ!0bqrJK7Z)IPHA?aWb2~0gJ0p(7Y&NdV+;C5 zk-UjZbkiZ2VkuK!-ew8i(DRY zz4E;qDhEui?g`O{Mi$hV-mgzgvFrBp%a|ukE%ws8e%sM>Y$EJJD>12-<3%7B83PJm z@FRgUYX&46%uzhX>&U6ieuc|qMf~uV!I9YhxtiB-<0Pv0w1!4_$JUFls>@N08@>U1sev1*@mZu3QjdYDPNhqIrY9_r6 zRnL)A4qmvBjHKBe{4KmkHI^5Aq=_HIpMuk?8bD-2hOPVW4Z1z0%?nBD`bYGP3?AVN*+jK zD2?N5F}xvCx2qtc?31xLsf8LP5-*{L_^t4S%R|-BR=->Y!q#?iFv()^(ThbmK(C%- zRMi~GyD4NT^|l-J?^JN}B|@?ML48a`7V6dWd$dhBNP zbRBr!q#x?t$j0C~M}Gz>>%&J#t^D$TF2I6G(UdAB1jseI(Gql5))lhBS+_^Zd5IF4 zb?K6+%z53y;t7#jr_3ZXD5Y|F`vQRYx$n3HCAuI&mA5dPsOP@u<&z$rm7jWLzB04m z#A}u@L=2R7A`D^kS`3MYy?6g6(lG`dyE&^^5rOflMR?&28`OW;KfO*#u7$Z!TM46> zYey$bqn2g<&gw{CHkDqyh2P%4GUgg}xf*@XVa-^JLjMHv#|FTEiZXtRw^ulCrF$eB zt4%v}c*0NWcsEPubj>k_Sw1=LjZ_IRp@e*o{f+&?-w7ltJY}$I5@xa2V*TrGcdZ&XITT%2@xG9tue&XU zTMA^js_Ph%RMTER^4(j(`^M@Y;>(Vpc~h(DJ^-y-tBn^&q*dVjaj~1Ca#BxHoBmM< zMYp-zG4rkg?is(_k>eD6yM>4$E%s+xg7CmpBq--dBA-*Z!&`Gd=J1QLueO$vG+t(| zEu%n;NweaSL9~b@RU}f{p{WY15?ZET1aYavo4c(@Lf*piBn%$DbtkwA7Y~R2$BcM*h!qaIHuL&}Y} zCA1VR!@3%O5NTNT)2b=yD2JCR7x2_W*+w_|6<>7eKJr67nnwW__s0Dq%zd-=v68(60Sz!5m!9 z%HCpl!dxiwQ6v1dxUK3kz2@9{n})6YwfhHQzp^@pFbu<5;mt!|Wp|!M{WH|7H< z>Bn_8!hrY4m*a$~jWB)OYNv*M75{T-V{muhVaM*j9uE`P%aj0As6#f@3sW2s&3PDg z>M$|%frZnj`77k6b#EN6!JaL~1WVpi3SiKDn+WTjp$F6NZ`M#o!jZ9s+i5_GYDX(6 z*hsWofJRLelXlf3Ua)iP*(r(LFETacRGzXS)gk%zbkQG&V$xzP-W8qN<%m>$40jp4 z;N*Dhi8e7AJdOra=HXA4&->~om=Da>bb<`(YZuoTQTH0{O=tZ#I{i5V|vPdBxqm9>znDuGxK8+d=4BvKe5# z3SVx-XsJtaN>L$e(O_AtIOw$;P$Dh(=Ea%%&H=M=3N6#P2p(8u6K0 zq}Zwec0>D*coX)XQZ!Ms5pE+$)pa!H)+tYw*7@_EKr{)&Avz$ot_oCty@jh8ys5th=P5Ds%kv@tXq(7co4n3`$fILIO-|+Smw64+CpwrvJfZv`}MgDtbvkn_6 zB<~cSLo$bKVYcaCGxka8+ zf_S}c{IYXaHkBXtVQa3C5Gu>X&*FlHV_>2v=RNbOt!Rm?t@n(yWoLma>7n3;iob=? z*w;t7&}QzOh{ub=mc8Z9v8O6N0ABalZ{6^P>1@ret9EDWq7U5IkFA(?6z-Jk3?8tk zAvnqZBh6mNFe?*v83KW+>%^PTMZ)RF=qjF%2(k=tlb0GZlh=QR7H(T-KF=p%zS_x# zpQKtsXm4#fqLV>}nJ^R1aokxe;Lgvb8#A#EJ;nzS$VnoXUQcfK1?Ua}Xy3b!CDjO4 zhtOP&kRxjjO)RnSH;dm03GC&=$jQ;YrCp z8S^xsFq0HkS3+vtcBtcfeQIxQdsA$4_TmNcL6H=jukgPJs@LBb`L{J)b?&macX9ll zl{HLMsfgON*lG+-W#^#aCXQsBAA&R7dt42}AiJNmv}L&gJ~tQhqnV1_?z_q%TWA1TAGc{ z@JuZCi{cydq-oQla?FuGf3IEreOeF>8tIxawu0rMO34Ac+OR9$Z#R_q)nq2dx3K2{PpPa)DaOU|hiRiO?42;jIpuaRgDCqG zPd=F+(z%CGfv-Wc2xN(8YQ(;b zX`_bQNvE8ypUi!2X5YUpmw)(=3#jTJrsSbr&|BipK&57?m5<~NpcyAq0?;U{brQR zxv<~5?hrYHEfY$1?OW-k2;ZqV^a7z7;D*8qkVp)FXJq)zYpZd&-fLLrFP(jIo&Z@~ z!fx;G8fTF53WDO+mC0Z;*^eX*!!JCLmQt1)m$Zug&BBwUq$+D@@l@>kx|SbuX!c1fC1+u~J84DQ^mejw%uiJU4=n|ux zheFEB7Fn}mHgn8KI!6M!KL7C;l(aHS!0n3vuj_x8Xtt0DMDfbNIW!S;V@6L z6Fv)TQU~9Vc`T1NW7t@n;R<8`3}uU_`L9i}H-oYVb)Z!a!T7!a`5K?;vy{ktPw~M` zimk_qz`Z*Zi4z}=_Xius7&#C7h)RwfMGwKUII%dTb?AiQ2pQ(OVWW3u4D1lkQ;@xdN6dpkG-@FE&mduWqX&?WIufsF@*ur4esba*jwIzP7lU3*NmdkE1w#Xi^c zx2krJFBw(|5$R95eSIH@fEn<`p! zHuM)ljCL+EmrNw)jmez>7r^`ELqp*a+aFTabST#?Q(917T)X6CSm|wRYHA~?zRO)rtSWPZPPQ17Vw|B z5#to_@SjqNcLU=igAUeR7c-#h`JvEY0Y4;{X!1RAW=~)x(2sN90qL^?yqgmXNzs7( z2#<`?51PoGNAvg$<#Ln}AU`S~OkGE+jZ(K0mv~EShY12Ux8v>IxAwTge%6;rg-nWs z-fH{jvvVvXORYb_&{sVtU+rx(ejIS>Xu8N736L-whH3UOr&%0o3GtrEXdg`Xn8LTV zd3{|Gr50~7bg-$6Yy=JZ0vP8>ETgB55O-fBEqnb9B=9G0*d$CfL#wJ%v~X@X5l9WD zDOGPT7Cd0@o-||VQ7SsL9FK#__EQ}fk1&8yqVqi|C5GH4FX8T4|dP)@e=@ZYlmruK}fjYb;wU%As06cwi zhpkDB9INAt59=fyC8j<;py!MM0H7_$y0P=Ox25wYx-!0!O|=5=PM(j8w)Rb^p_}*- zykDL%aE{$X-tHWFBS|<+$q)DmrPNAEp6GpDs#?5yVBc;byph76zxpiD|_7nXO_hM=Dp$28M&4 zZ+u=j)ilIocP>4lPTkvds(Z%2yk@QiN$VUb|dPt=qR@E-{IoHg_83&e<<@FOtL)53Zv^jz-A1Ow z#S@6io>+Z9t+->shr`7%&^rUN{&?@wA2+AO?-Ip+OwAMCC1s-%)k^-Dh% zpn8M&_}8>jrd{kUEg*#|2U9m616zndl zTY1-dY0x&<@A@jU?H^g)Rm}z7Lm$u@#HALubh?g)uivlqP`#!=;bJnU{>x>Ws4+iQ zSI%rvQD#grjN7YriwtA-zx3lx+EW}?*oEvYQnq==5Ok(r!gVx>xZ`#Gb7z_#LtQqz zI*2#+R)R{mAWN;r_SxMcx-Oq%{o6%NM`KQ~oXzz*v^bH!vm;2+`>2rIxt#=1S(Un{ zDZj5zXkFKdAiKOF&W7J48tT6~NT|!w2;;C55;Lrr0ALGic}?+dyMGS^$ait05yL6b$Qyx5uW-<{Vrx}bzxN_{-U6a{oFL~7^ zFc|(Qrlp1nkIiV?uA8b7Klt#qUi+$P2E_}e6Q}II>U{x6a(Bx|Pud?t4PoPe@FYcj zk;N81G?e|~1@uZMHOPd-9qaPm&gcAGaXSKIYp1zie#m=Tmbgv;KjaO`%2HV`94-(} zx$MLos;Xk9{KE)hC#MkZMOGd;3^Tj*x-tIk-TZvEq1tN9XV;XNR}_+Uw=D zd&8DG?7uo{@dOqF9AQFj_uMC&oF#%_Q=bsMQpfw;;cY z4j(=vjtqQ0s!S_csJ+|PnY3M9F=@tY)&h~20VzElve}Cz#$eJMstV&(qFp^)afisZj%rpND~)HJA@hRRBDRj!j6VYdS*cW9V{7JB_8IkjfHwR1aoB`4Ur|j*kw? zsp_OZ#v1KyiYKl?#HVgIV2&tfm%~uOWj0yx_Kq{nK#$xt5}^u9sT1*9hk(M^3%=mh=Y3$1%W6gmySKD-J$oa2s1?`fL$=46 z1z*H_@-N7}%hLZ1)zJs(j4AE~9suaqu8JPi)2nNoFTLWiahbfDqNIhkwK%xyHu6JILdE8`q0U zFv^6x*%n6%zGb#Irow)t-!1dh@l^oxKWXy+&y!(f<9)UMdAz?$+2y<(-uri9R%V7+ z=-5zZ)lcBmibPhr6_{1Ie&)cpJ)IHdHx>K4tW5elY)^MA_>E@wg$NKoxSPp6 zW+FkzC5iC~)Dq&VLD$LFu7DhI9%diOjEiH$9r%rge;`-EU^G@_pacFK2cS8P}VpyE6iCZ-bm;YWQpV3i%vTA80M!IGy-Gp zyc#!7KTCI87lYuTe-)JCN7PjA6Ivdkwdy!T_?gL2tJB8BjpA72qO!{Vf=}Ms`_dfX z!@2pwCC{}819X2c06aZ&BsQizo}iRExbE-`AfU$pGZs-j!@1Vx&z!xzGZ}?zv5cWi zsW#l_Y*m1o`J+D6FW;7*kuM<@hV@a9c6SKEWMC=a!v9B<61PBoxlSZ5SI-u3Xt8UO zO>4y#7DeKeX1o)My5mq!afOYA?~GvuMzY%Y-(!Nkolg;@xjv}ha`cY!S`;b_-4cA1 zq~`9?Y=RD%BhusGM=(fo_O9nh3||DYVw7ce7!ZPySh)-Ut`cl72HgKrz$X0GOjG$e z%a2XBdBP&lvQxILxB9kARL`RqTkTe5sj1c6ADYTJW5}H`geyA$`MARzk-TWIZjEU2 zu(o|A-+wJF#;H7GTRI`~Y(2z=^cas2*iqIQ%os|LSTw#6JvarcFQk6=;`Z-*4M zmW!IUYLseMiYW_!he%V?bk*p(WkM*~%$}ybS2+`!Y%vvfG===?|gA4sgU?7`$^$4-t5`hRyrNpAJpu|?4(~Dt6sQ%MThGwHFaDLf&VQC`> zbq^O5^6^K$h{GJmS1P#Zxv`k^pgr-_sWZ?pH*3SseS0hkp=C?HL#SFU8i!AmUoi$ryzURdhQ zw0uP$kCxTu#H)o+S6+oxNAi-;y14vlHy(X*gf^*R)MQfbF=9|T(Qpkz&Lm8xrr^00 zcn5i8#k}VDdBJ-uW(V(X7oYI8F3&y2wk-`EN9~4--#JlzR5P{sByTfW7VlwK2Q3!! z9OeeY-|@Vcf+(L~EV*9~!SzEhC06u__^z9~8&bBs!8abH8041wc~?nDtE=!%%eKPv ze0NIToP-3}_5y#(q2K7~SES?}j*X*l+<)wOA}Hpq)2+3qurLj+>JE0)r*(XoDIRF7u3R?+ml1o9BQtrc*XFa*a?BBw}Z#>aA*M`c z+H$6z;^y_inq$N9ZK?hZ?cJ{@z^EM|?6xL-OReX838JIp>$$np*Zhul*16 z4{~J>Tc@>Z){E_B^q<>D$HTDqnDyA{dCiq5>lmSeykuvli-pCncg7LWX#s^vM$B4E zIsfAu|9vT#rtKW^(jVK-iBTxwIk&p@+D*gjZV=guA)8lCjKC8|haE@UOII=XtMM2J z=9aH&Z0E`c4^~aZOdye-PH$Y5swNWdvH=}DBZZl~8*V1-!dc1jw&(_|UV^!y^#_cn zFh?FohdR}<(wsW0n<@$YrfRPpIF20Cu)FCoXQ=rz=o49>%1+1Y|eVf!(pSI$#u z$1rOX*Hc5TTYQ^nR?I#v8EpQ$P4~gVlI6Q@9`09*T#NEHbWABYP_SvAI5%?_+(8ms zv(7gmuQ#>jdKb>Sk9YOKVaD`wGW8g-=WuEQQj(+L;X9eD9Wal?ZUd~Fmrv+8%fq5O zHIkI-BT+XHV!NRkAO@XNJW)$qJaK?Ku^=R*8)$^-eWZ2d_&&qjj;ZXFE!FyD75O8+ zZfbdogfL>NxqipWboFyYtsL-iz)mI`)A}(dIDfgg4p9Uz7utM)-8W}4UB;Svu$mE{8+LWC*Z1bC}jg*9y62rOE) zJqWhdY=znNDzH_v`=ifp)_l(Y7$yQmB-{u=c0g4&jGK zfuw3qwz~BSGzvbE7^c@RFrHIGm;P|lM;u-h)vmUSoE2}>*wH(x9qm82c~n(c8bvHa zo?G6rYD)C309z+3w5!ur=Q;F%P8@eq$Su9_9amOYj-!~vf4}Nsn-=*v7^#6L5OY8_ zHk+YNS^4rcp)&>+Make{eucIzhtTbGzaC#WT$DXq)#lRVwW8*ehP3J7NYoM4+;x5c zkpNa?is&nrREm`%d4C3VrHYKjK=ifD5wX5M5<>$Cq^Q8j8PhN;{i8Rk^0nt}L&_P_nBl+V<*&rJLJ zG98_DPl2WKyrH8Mx2WvttVDU@2|DRJCioX|AKkf7Hd%4(UM5M2P@9;HYM`nM(K@`C3 z9muogm(X#R(l~o{SHx>C$Cy`T3dWzDn)_~ZBnxWT)U_Q?wc$@V_BVTn5A4mHX-6_= zt2mz&a9hwasCMtF8rbF3ixeWhv^k8C}2$!nZ|)0?IuX^bq_VT6{5(aA=4%mz}q*WhTh^v6N7+nrFswV z;7SBUSXsxOlNhhqVLQA$^PwKXZU@y5ZQFoc*pio><|&(R4j85jkrdRya%M9mos`qSKon<=^zWr<=)lLfN2 zEm)zk3}+HXgByWy?6L-n#a$Gn$Yb`nzAJdo?bW6d*FO5{jUXj{_5~vyK?7v?%N~`* zlQ5>UuuydiNKTsjD;xu+2UsMTXYeLTyj&Q^%9sn}$rE@CC``3CO5q%yb_3Z~|3u7o z53iMo1UGMPt<`JohKT5T1m{_CdSILPf>%5 zqJ#JdD{}#%zamD?kL7O@#4=IjTc8bx(DL;6b*Nj-quO$V5HbR1Ddrb7#U#mZE1n8R z9Y}SMl)?yBv1qlM$&KT%hkNh9sICiSp06sRq>r&rB}a-LX55TSQp2<&<@$+(`g=fx z)N2jYk^t$+#9+Bm`{;?6VTh^jPM&STg!~)ixSG=-t<Emv$p^H6`%FLqCJT&TAAi$+xmjJY$9yXB3o>GJUskI10NJZT1@1` zh{(3F*Bsa)w`E_B48En(ST;2@KU=tOcVNeso&UtUm#|_3mA@R1a;I}i z-nCG`uMlCPIlPCFx#c~fhCqzRPGVp#W|a0Yp#-e9(sKp_)_lWyhT3(ypgIa28Ckc} zPzN^sI_zr{#~8B61)4&LPdkyK{aWhNJIlecF1GbJCQGHZ0pEt)(VFCHrP@uA%-=+i zQ`je)49lO7yFqCj5-jz^3fE+BxhH5OZ;D^RAz^D1YF$)Z=3MgcpCq(4e8&{br-}&Q z0SAg;U1Re~s0)827hr0EyNA@k%1ZUL4wlmT|LNoY&yUH|B4k(y(}9Xk>3y`YhHO2C zXvwm+*>o~gaKlQ~|J!!{KUdsmYmZZiu0>t3zBAh^v)6a#f09=>J&Q-SZB{Sf7Q?kqXS*kH&Hlp#un*hf2N6ewR!S)`{#~- z8Bm$yG^g-L`8?gV!geA()E1gM+^b?jugM>;UvD8(F?>I<`kE0H5+dhm4W`@LbTOKC zdLOQj-@##LQHmk6nK&M1e4i$d?N6@4S9kP4o|mzGhw%WF*YLs_mt3R@k@<1tGL`6QV88+p~z0cQ)60Y zgT(jodd%ET-;pE8R87@<30bFEeX6yx`)5u|4wQaE8)UefGiq7?%vo*%$UDix9c@E> zw{^nR-g1j$QofTY%eFrC#?V~M@P$%tHWt{RKyB@C{Dy9p)i4a?N>Gdkj zm+d`^Mb;m$WPR(zm?9B&{#bJ(o7wSg&vmM!G5&q(^qggu8GmxhcOR^el?DK z4l&P_B`>89_$dty+zQj4x7~o?7)+ZYAFvgH*{^_i{I58O*8y>)k_i4n@sV_x*8$J` zcur(34Zr#3`8jH1A=!t`htsj8^aGL^O7teELke|>t^%OoiXW98(C;}sy7rTQRl&S9 zqG(f!Mj0z(A}xE~S2aU$8n~qB4KOEZri$OV$`WJmtS)GMuZ!{25q~yca}2H9$!HJq zWz?crLWzw#wU#+`DW^Dg@ty-O$53b-{YLH@oGp908=ou$C)6kk2UlS^c}@xsYB5}N z#cyRVn?1&U?BdtW?yED*OL`aF6%><)v(sZPIg@-n=5m$t`t-#|+XNa^CFYi0}JYquv1syp_zh@Y65 zXzJludK+3dRG?dZfGonb*YBxS+~Z)XtuIMnm5)_>V(VXTO^{og?hx;8drG)pTNZQ1 zgT;+%)iGy>sgHjGq|p~vVf&M4{?=3Mb(i?);%jS+s})>swQa@XV2$H5L?$z5;E9|6 zgvFAOLq4+n6D^QuBd1Xn7IBvS9QQE;i1FW1x&M}c^O4CjQs=?T)C>_(rvu>?kR^)j zi+CxtLHY6fOy4VZ1_isG$mI5pKo)YpHzGglVk-dn7}h*ysxUP$ZweD1K^=!2QV%!I zQ1sV3$lN?LE_FZ*HZa$%K~3!I@piBl)#F}n6Hs@bupW9#m!QYNyx}Lwg6_IF}f+joF90G54QT$ zQqSacS|vl{{~2Xm2!xJ&8GXe>g*D~Uk~LU#gBWJ{ZQcrv^(@Sb8V*U**8dLMUYyS* zzEw7^QA`#(*noHec``Hz|TEZ!9Bm)g85tKzI zrQ*@zU#|~Q+Lu17BGG9o!g+pQ=zrd|LliSjiG@I^kNWP!r-ZxHsmq*nMGIz7i7=UdFK(~Y;2TfM z0YE@Wjs67JwVYnybyX;qQ}@?j}K%fjR6`@54tzcKw>5nU8`*aIKO*iVCNR8mPjM z!C1N-`Ju@`f@4AA1IyU4JNnmv!V9NCF&V^b{E?4{MAjU%@rp8OmTu(at;u$32Kkr$NzbI+zceo3=_K}~%e~J0mBS^HJ zAV7xAtvG?5K+jN=^HlSf9b0c~oU2)dB+3R}AnZM!T(5Jp#S!mbqy*$-Jn<8`GK=dx&3=Hd=SYC78}a2mTaKpO73 z9HGiS)y{`DR>e06ryF^@w_~^FJs8g<<4pBB8WJ-;4+!DP{4Yns(2+p$O2~F{STnp< z5cYYT3V}&m;=-56UsewAE2X!Kopwe(PJ;j>@%pRfTCv~@eV5ns*g+q$ z=(X7OZCUA8pR$IGO`;*|kQ zgHvtdurC-8P)!Ojm|x5s;3v=2QbUQ)yoQV^740~>=mYv%!^+atzsLI*^qLzP160~X zz0K1iMJCcb_j|Sy6#`X~mo))$5|yG`63+1+reR?TU_g>C6d$uJ6s*;c#{0_@i$5>F zxIpL=udTMxStj0>@Csv|OrHI`Vr_GSVNZ*12~nEiBd$G%mj@b7KkRq3%<4Jhmm6b3 zOYB^Cb{@8gIcN9A+=pRCKs9?$zJf9q!qpw9PTKZqAJN98TzKV9yQVVZt>8a784(*A zYyyC^sZ1GP(rfp%;!cMDy7LN)hW-=_eSLmXEn4+1T~r!uKgm#mw%lVl!OuvFRJFS5 z9pc~u^Cxcc>frzKh6yW5Gmy86OrFL5>-x}w(cm_w)SR6MQ^Lt`v0ahF$D54b>w;B6Eokvm1)M||IRx;m=%`E?4-`#oA$pMLCV9u|PC8=Juw z)O#8hcmK<=@G)>{HXK-imA|0)t{JfiIcRy3($&l7nnU21Z^7ta=s+>rh3Uo~@!=UI z`#Av5{mjY2<>4^Q$mty(CCXcN`{oJOnQmf9F=!vQRziP<6=eka-6F>ucVe(ycfEhM zVk^?+uN=pMIX@vd5(yvv$;GFb7~yybgro2S_y}T6z`yII4CFm zwA$sOzWr%f3wbr?wL?x!F-c>I=3%aV1NQkWQ9jbNsVCKzS=+!@KBy343F4{LmCm?i z=R;QZM@;j!x2?e9eI)Z(n`*!n@ajh7HHS^7z5jNYn2CV>tm)_lZy%9Y1Ina{#t7N_ z*Sk1#+fwqh@fl9yD)jR+hS>@imUb$q55@jBSnm?~j7>Y#9wNF^)l|X0J4CM0)pOj7n@Yg z)4}F%vooLf?SxixT@!A}29nPl1~2|NnBJ=#VR9{oI*o$IcC}e~_x8%|!0p-Obgt3E z4-V+vJF!VUd4W(xqS$?JOKgdd$AJO2Q{!9nhH@GAnK4fGymHcsjYS5+4Hrhx<@UJb zm^xSM7e*b~KEKm4io`;?xHBE-Yw|2$74!f;xNCr5t^^YeydD?zFbNoSZWrbs&Q! z*hX~MC4Y|}hKR46uzmE~G5Ymv`kd`&4zp|zSYK}~3tACs=CGP$V7C#D{3e+uv~107 zy8t}VPLGwIEq14!7-c;#jNiAHLYGeTBKk4ks5$$%qb1X-+oxIPfhgKkY#y;0f(k8o zyikB!^CL19`vwq-o4A)(REaP~-@d$%MNLGzvCX`K8)c$9$y5^k;zMceMYpv*q1kq! zo7TCY4?AKGcWJEtePy3wW+&BN=*x9#OEifx5pyWX<9~(yWDL{aVd9QLzEo8*o1(-r zsI|g?K>F9PcKg+l&D&^+o$4!tyX79<{1j2rq(vy?K*?<#KLx(eYtdpb)Hrm)`hAx_ zGSPR0$G_nS1b2sbTghfJad1~c4UAi9Xge;Ku@%*-;B?iXrz;aeob2nl{eT>8fjzyX z=%;kr{D6YA`kOU5P;^=9{J7-a!NE#yXyOV|3eLg9W#sZo;;WUlj!^x71PZT&FG8?P zz96w{4*aa#$|x{PTwdsYT!=IM$Q!XU)$cz~V?I@8cB;7$G#FPX^ULieiX%hh4S1{1 z4!q;_4Zr#(+myttxOwm|oq~;2!2UYwKMe5OP=t-#m7n-hNo>_HRR8gQMt+biT8T-+ zHM2y~5$2fO7M=b3b}KsjO^@@lMmfv$tGAL}yv_elUuTviNp8f@yUhQ{xG&cCznAy` zL~Bgy($|#r)RGw)K|0-mhu_lX_rBVg--)BPFA0yD>BExG@17gytD|tW3kEG88v{FE zolAf5m)b7ZDS3z&^iPF%@S(2=2u+#6B{i#n@uIph=!{De>l)dGZlqO$5wr`D0&$%y zOCWbbhv;qj1L?pFLmazh=S)gm{9TS9DxbBk${gYz>$;-jD#6@|aaGZZz6o0SdSMs| z^W&sORj-H)(}vg1@wuyQLiqDTa*LsFuyb~rZ1odwH0JM?IK7X;jt{mQt;o2_Ym|Pp zG{Ox51~qb`-8I15a#cQc*yCk2GmZ94YW*a}E3xaY@5r$eNRVHSLs&_9yO^DEW;+tLM6a6AcrCp{7@Q)hqJpw#n;G zN%u7{Xvt;m!cP^YUls1MDbvCjL}J35-Y;UB@qb!8cPG&#?IGDrD1g2# zCpe46S>Nmx!Gb5)Rk@nHepC#;fBSIbl@iQ0dy-j#B|eAI;*G%LBUv}NG1rRq=UiIl^tzImttCw z1BtvXzIqHQC8rLYGu^$BY5=@Kw2Sx3J9@M#!*Sup2bG_Ww(lG()h;xfP@yU=Po2jO zolhSQ_;eHIN-_5(HcN7C@tI_*L_BwLU8atvDug=j7RSY`&~RWgsOCFU5_?9i3TZ*^ zDD^$GNPGBC?8^?7@|l%JwHNHkaPT_F1m8eNWmMZ1N#G;CZnh!NJ{spOKF!f|=FlZZ zY^TZM(R=`Bg2WCq?uY#hh$yPUUYo#(lEq*7Js}qvCQIgw%pNSCf3BP0J9`{CB?}hW zrh3BN$$i&0TDMRZ-Y=WR@w~BlT_i%w1^-pWC@Kz8Wilee!z{{>gzH$!1%tVe zCo_JY;fb~Kk?HDmCCIB7+#r9W>OZm`@f)@xHL4loD*S1k5tM}Y@UEj< zX}l|5!y0YQBWAiS56%$Uy=fj{Cfhnb*Kblqmm~cI8OQB)hmRFayg!A(Ilz|_;{CI| z_ig?q02v@<2_=}E-}6Qc?GYN#7oP>is}HYuPq&&84qA@VbQFVk)E&s#+qL_w+GdYI zy#+zG?CfQA8P=SY9{WoDqNI|e#;2myV=OeTo}*)L)W^p}{3HZ}VOdR$$jKz5(b@yr z-{?GbkbO^`YvM!ljm~1zO)1!APT?eUAPy3gN@`s}J@ZF}yx+>W>L6r{L-sPM5A?%D z*Fuh!x1Esq8QGhxK&J8yLYH(S6B6IuJ#2@@No?l?i?jy}h4Y46t2<0EV9oQ>+?I5F zxpJOx&?6q%eU3%1*VISqgMK_)C8on)ktd@?1mV#f4l3g;>*FM~_Vm)YQEul-zmLKI zbn?SJ!DWD(E^kSkaY37(4bY_{9DJ7oM7(9xumHAOJO-R^IRNPs?P1c7W_Nq?#;8GT z+Mo8*>Y!}6hQ}u&h6g?JWd2^jA4sCs*T@_OIg^(~(+RP|vd~-Pe|6aR$n8NXLPOy& z8XkBu(E^Nrsq3vRs&m=-aR5uko2XMJ%L3=Pp_zGTQ)KOFlOso_`)o6@AZn*+&A0dv z2TttTeZASs+CC*rAM6H$1Ju$xAR|ltKEzlOH=+A>?Al^y8}wAC&^IV8^}nEfY`SmL zT!G2UrJeJqCL5rdZ<*oH6#PA$1e*s5%&MK zouIlGW&y#|gmE=le~#_GN7{U2dI-_FIS-&S-j=^v*Y6KBxb_=ZOLT1Q~-~ zb6^~TO}u2b9!xUS%T>>{DjMjA3mp*W+sm9aJP<0hY({i%w8kuADD()wMa>;ZMoHcY z+luR-jwrkLyFk|VIvj_iU3Ie^NcBp+Vx}m5z~%o}n^}|OskS7$R9$3s!S|OHBkyQx zb1Xn^7BS8jJb^V?jriT=nh>L-Tlx1&;ie`Y0FC1)PU-!HLTP$HHWFy3A3*QcBky{I z>GXA-$<{rSaWiDdAVFLABG$tT=fE(&ej?767?}wwju8SI?J=@SP=F=~M4Dd8GL6IK>{4PtWrZ2vycB!3KlW)> z1)#7*zrQk}M5>4>@;IUSjxfRwquwZTP?{&XLa1o(#vI04Bs=)yKA%yGUY<2XD-~7c z*~WFAxEfdldeS_w4#q!=vU9s%rE&2zEl)CO=^*M4cq*uVIxfjrsU}4OH=Se0MvAOz zlgX5232$Q!Tx+4dag2>P-#r-seOu|;)SPjT2RT{yj<6lMW=jMudFIxJ)-?Xn{)0g)eByrP%2J0M&1YD3KWEUisgxr(~0O_m=p8hg#lY{m)b@|=s(G4$w$2gG@U4FO5E6U$mXK?* zED=8;YzSpyj5YFfmn#sb1AlKf`Y5uCf+Zr;)Z=EXq1GdCH)&o>y_(bdII#%6ef5To z0vTj4iwR+n#FHfLnVc@WxVtj26hsua#&MKRU)D&^cTJ;>BDwRXQ2`*^m#|Y##=<$s z?9sah?wMK%os|>S#T9VhK*BIh_si#&;{EGhkzFkDxM=)tT3JY`{8b$%nB)$O>W7XF zo$o;7*EM$n4nk{bl91RFF!YL&4EuTO>48EZ@B?7$m;2@2bB$^?O9TIH-sN&30}$N= zD+n1{lc@rA8i02o-W6S-YVuFc0I$f)^o2dqaR%=NYJg%?Kg1b#TERipD2m346C0rY z)c8dPp>8G{lNx?|RlusE8i-Aksx~P(?j(6@og6gQHBoNi1kftfYOiSsGGg(%{dOmd z{9ximDM%`np83a7fV;3~aB=c{7KNS+8RF@U zPT_>ri(^&$2U_WWo&W>fkS*EG#KFAOV0XcLWTdhtP%hv3U?lzT1Z+126E&{6mhDTY zNYm5F3+w_0C5@aqM`Jnyr8E|<+rdC5NzQ`KA#{-oVtXo1D{}p-#se*;LC=X-0HO zu|W+pb0k?)G#h67Ki~8-?Hu&E<{J}4>A5v#+#PWm3E7d6ug}ke&3!e4^k9-$r8xSK!WM#;2J$Ol;`^1E$2sVG+t;;`CoK0!z8PQ7@_V%avC* z`|+K}Y+4*XrjV-sXCVWLk;eUYWKjmpL5|dpOqQ056Naq6M=>JLlL&q?X997E zG+t6!#`?Z?svsu0^$E@Hjd$d#*ME;u zSfn)jlh*>U&Vv7nTuV4{&dnb^)Ck-E%7H5?ogt6E1`AjiYVi1IHv$iMwR|gIPJ~p( zMYqAw3}e+S)4UojfupPJy*vw!GuVj{xrDDN-wx2KdKInvY2_-a8T%eDEu~CTjsJh8 zUHRMrYkn;DmJFP?oE@(-AVrItaM)=gUuHD^OUCG`#e^D`6`ITwIj^9rn#`$Q3YUam zrVG4OSR|&iH3X@y6wSTlWaHJTd8Wf(HhR5uhgdhV zZ?vsb%UJYCIAtWPB9Zy9UF}qokFc@j!=*_Qz6T>m8hF`F`8v)5$#P^s!F zS0T4`7c}qikUG`B-@7`c;%$Pg7k^%8BHwu%Hz#;?iQnB9&#kCm?g{Grol+fUw%aR5 zvkk45Z#_uOF*)ACw|Yy1`eYnXb>%OCmnvPB9S?7PFo^cz1fvS56EYLylwsK0t=2N_ zY8WIqH)nWM5IyelvB#z_|BjaFPoSx8e(sqpOb@IS)$Km74UyOZ^)Igo@RX!)=XAi= zHqi|Z^YyDyaBBzTd#2x18BQEI&2rKA5OSaY`FbbJ1G(kY!d`XvY1wG1LUmIuCDMr5 zQ`d)5xy?_+VqWWj2U@#^aWjVgr7GK3pL`6X0ZP-3M>jrLQGng*5K~Gw_l%1sp@m>t zZFZ=35_;JbP@%d7m$>GvauJ3O`TNe$w?-*Jf?xL%1}cEt_dS)}K;NqwYV{I^i+h^+ z%Pmt)+vEH$G5{?y)sh^dy6mYL&)$!&T+2Uu@&9$f?_ajR?AbGTC__8E!dVmhya+Wj z1sczS(ZVX?{}xX3TBqNvLWc{n`u@%n%gH;)8*S;)I68U=tFO8mcDsEZ!fQ7TMh#n& z-pXaII&4|l3g3%!SOsd9;7ZiQR=fl4epP{B&84p#L-?|wOTMmZ`x$PFmz!5j{#)nBUAsh>TtPAD~^$!$@{f`HRy-qcY)B^aYwPHwD6w7~go6 zk-U`zQ==Ru>&6pz$;yp3a6}VN2);ROaJA}9Y2@gfP{z3|3V1;hG^YE==0Ri&^ ztrGOWe_4p)q~DHzfVHWA6UrtoA0N>1VPx+nd?d~Ti+Rb>{$U1KE#??dM1Az;*CfX8 zoz-g`rE?$q?WyIG3AD|ed#AseJ{l~E!~MndA=;<6p!hu8#|`!C)d68jUXeaMYAXgO zfqffhvJFl?cE9KVp&wpAG<`;C!9Zsy_m1ZhO%CJz5_bBZ+8BygqYrR^K1t-8<(n5*D5r@}|w%YTeb3YeXm*z*MCphe%YQ|a&UwgaL zIwd1|V(heXDx^Ul5Mu;Cu~H2C?k7tk_*usTzs=U1DmH_j8cWM%=Pc+p*lD_T-_fM1 zKAD6sst%*4+PyJf0cXjY@?-M0n;pj0tGSoWIaEL|@aQKpt^JDC=I9 z3HH=!@@?zt2y_8!e+h2lyy)V~isNtxC)p!8nPv^N7%)hgD<22@hgLu>o|05zOOyF< zPMyE=$<+FCzkkAv_5=JD+vyv;&)KFds%S!Pw7tmJM+U|$gmI47y#jQhMsU06Bs7C% zAXyYsU3FQB=kPuL7A+5xaT4@cy610!SOe1M!vmfg59!(G`U(^PyL3tJ;`jz9;`X?& zx8W#!-`nh!smk@uOxzK)TDo67V~_HCW-}C!bj_wv&Wct@zYoS;yv|+WuQ(KYpnk_~ zKXLC+Oq%-3rCOdL-{Vm;x$v_&TmvlYN8~x_$pUs-?Q4px>Nx>*v4(&6)8&TNk>7WW zmIK5@XW2ljfQx24>tJuyaBoR&(?>`kYRR*+e8B+{^H&xmz|HQ=q z+y3R{nLhU9^#y#O66FCJs1vi6r2ZtNWSZ??915U*q)YI{Y+QTfY3dcq&ziRAD+ihp zeQcmDt)(9xiq>MQ61Lak3IxNeXIH}r`J1e=l9`HAa(~&rsLp$DOX3wOP+2is)LJt9Eb$XV(f?krvijtHtFW?|7m^DScP_{H z>@QPhlBJ#*?fjy@NPQ~X*$Tz6pZPrsZU27E>pMx2O0s^Rzoe5D5h*YF zXnJAYXwfN__NCQQ9Ls*X-0A`oFxj0RxIk@09qA)C?-0qM`;4fI`t}{QOAhAWSU8jKpc4X1+ZXzA7yQ3l>6T{9wI}~lIw<&f-SOFC!ghlkH4u7?Fj(AmJ5OV+YX&L-`W?K2M(Km5% zsH3bcuX4}ZU~$ZTqc$5mbcgdJrGolhYYddRWz}B8p7Tr7XaVwzC?usM?5-Opi_{^= zBBmvECDeM)n-O(U&?;B_Eh_!{s(gy_#HAu(Sw1e*Vh_02)O~Eqo-?t`t-JXm7Fc8) z@^b#tft$mYW(HVFom@}PVR|%EG+|ZWw0s?q$tLmV3UpKr75yV-&dBWeyR4m{IBPy9MJbytv&!%bklz9XU$Z}@BU0%`(k|m zpg%1!VYeFb#7Yq9j*7)%?LW$u>ROGa&COS4+Rg65m0w#;_+C=ns3voONdK2?UwSNF znKnKB$B+@n8&%iW(_w3h1kv*>4IYU3wdR06td~;qFh`o5d&;BfC!n5yGfDT--6T|# zuA>qh{G1P27IhkGqxqp(uws{eC!?D!Lau$Y$Nv_$RF>R-KYbXz#Z02$Lw!lzYh?bb zGTc?W%$zJ&!_Mhi2#My%@z?1JRB3Z-*~B2PG7H#B_!>&C zQMGWWwIwv8OQyrzQJ4nLDD(OcAh?a2qjR5`+9q%*VDV1pPJ6_DHJAxl1d=$N3@08N zEUH{J67ZntT!yAohcA4i!F_L_U>;h&hg{QPhCa&%zUdNRV_qDpvG@GJNB*w*OfvVo z*Yn#CWm)?)KJYJPs3n;4pyq8BlX(p{CMaJdNjh zyJR`Cr@v>h3oN}!h}M=iugkZSpyeK(Vv+JAXNv_g$DDK4)szTRc_e>JX?DV}M_;tf z{Zi(iO0Ek}Nc%gZJ{?ofy{53P{MokD&J>}j>BfQIrYj2`Sp8y}3DsXL&oE)l{xpcK z|B*cb9aSHkgp`#t?vjMSli!SaXiM&qXall;yyH!%sl8~M#F}3_mB6y$+MCX1?@7$+sGm+R*Q=1Qp4lVXm>Y03 zSLsh}<9`ECO9u$#DezC!X8{0%L<0a&O9KQH00;;O0000X00000000000000003ZNX z06|VcOj%P!Uqnw%PDMpiFH}%6EmL%1bVOxyV=hu{WK~oJ00A=UMrR5DAOHXW00031 z7ytm}oD;D?+W`Oo000000000000000004DxB>(}E$lIJjPC-mrQ$=4yPfkunMN=2h7w%G6NTjUTk+pGTindiHM+&Xv9&|qK zEHJwZ6AP>{07cs6s(g*SrSfu79#i)T!f%pKa=-4G0R~tsBinVZintie^z`)f|88VD zod#7}W$KX_y?S{frsAtgR;jMiZ)+uUwn{J6C`e?b1g1Us^4Tfoo!me9V2Xbp zj)J1DwsrL=5Mo_zvNuT)*Bh1dfDly?KN3}0EBEwfnH93?jU{SZtpWW59?9#?LX~f{ zimSB9wVgW!uEBgh|320_RPnl)efC2TEo5?9BuacAEM$DKDvLT#rg4!Ktz0d}Cl4QnCl5Zt|2~|2EPgQ4zZ#srP4kP7g?(6Lc>l3j z6lJ3Dc)Yz5y2#Q*lqw-Oz}FyM3azSo8w!K@ljmQZg(8;mTA7C*f-GH>vb-K&xW| zm9iaL7G*3e-42vWujN*Gt3FK&5}$L6(5VuyUJ5C;IEN?}-w-=51$Y%CQ>DlbZ{Afk z9+OtgM4hKop(?RRr%8%=8aJM+EK@;Ji*Hm-%M%RUyi;1t-=?{mizLN}Ase#Bg@bbw7R3k|%qDla8-mPjQ2Aux=Oh|V{Oz`k^f zS}bu2EV}s%U2R>u4d`?P9jvfTGo0(PsLBQeW@l0?)7-+bw5U{`mN+c0s?@YpIo|V> zNQfXfI#(N6k`98rfeL^RNGi|NB~cCs8L3N|%|06qVMavC4&|lHV@2%QoXa5~FN?Hv z^w4#NOS6YJ$ak;;@({v=R!2v`?La(r7Z3z5a&ajIUu4Rd?Of8)5#7?!QRkX~1IV(4 ze25L-7M(o?YC009EK@O#yp<&(7}wjIcO{_5yU=lLE$d6Ql2AZ&#XvV+6Dr~p%{}A8-=5dO453RA1mDYXc7|0 zSJ&GHUWMOcd~CQB*b{JYFOk+=^e^6aXh&!a`t4zyi_uYDq^kiWKKfJ zM(c-w#qRM`c<)Cv7FAc(C|qMym282nX>pqO638^VjM2UM8%a-=u5$btuo?Stqg{Yi zgA+d!5_ZocFh7Ka=01XkIE8?gH~*WF)&bp}u^QTQ93Nug^yV+HX~YIf%I=Wx`zv_23|#OaGK zUp_y3b#@-m8gocqWPj44{YUrDPV$f)l69|~JtmE^NEK^87HGK6GFp~$1Lh|tk~!YY zQysN0fFhmKnmsy=1q?1!b=8W;iJ5GSK#W2j0W+pG2;|F4IEmN#76*O+Q5HAcTpFi520&o+j6JKo zFiOp_zzWA*8>dTNs<_3++_Ll6N)=mo z6&2;`-sJm=^Z=sDH*_x-qaRol$>ma4mDBDNP5^gs+m(k?B+i`ZE+n~w)*Hm%YY_2@ zJ)$a&>x>PQ7&{3o>P42Sog;!sfW!B9J`o$4!qqGmwXPJ=RxRP=O6WU2I*WV`VXk9$ zSso;IA=OobBH=+-K>>7}ZmmWp=b|S6FTP;+Ly3kq6QhX%8V>i@X_pLTvlBb z@deLHtQW!N923W$8GtUX(gnsRbW4B8Jt!oB&E0Ak$h1l&D+|8&4m+E9q$x-b8Hb(R zwQ|K7m_gr!LzSC%Q2lUXKo}xV*oyb+?1~%_3z<-!d6Myx2@a%mC9S#0$;X86T#~Nj zo1$Bx*R5Ry&^cXFm2xx&G}0XL^u~mpkNTpB>9E0Ur}!uSxs%Cj+=juT*`-B=z2~`^ zWGpbe3KjvV5cv%*mnh3}!TaC5LtH^L^4TsFa=TR-X~+3W6&tt`tV+x&+AH#`?O{Q& znXJfBp5L7lcNVS5xJ465wxM0V!tBQG`qv0{HTd){4eFj02q{R!b+K_q^V)Lown*uC z08px)6`5P7nem+)-*^t+*kgm<{fC6_)y%F7uV-e_WOA2sH-y|9-f!#}MV6bCcQu$B z2bG)+b3)L#bv9zMRsjG_&1?s1F2=pnOuR`M(88QCADu7Nc)k9dg=9NAF4eZ9&_UhB z&0i}p-$eM+iz_EkWBc2Oc9|B~l;4`4qCaDuLjJ)h8=llWZInOB#3&|@2|3opH|$uGzTFVp;dn+z@lh*&C7ciDF>-QP=k9`( zQT2^O0H$-A%hMk{4s zYC{D}0}BFfO-d%AfjV?p%}F2v#fsG5Iud`tQ+e~Z70^gG+k*8Mi*Kon=fPPG4eIeLd>au1+6VWJZKp+ex8D`Q8jzHpnH0~=Bd-771b&CTCo zYTyeSo68F;@|IZ^`8vGK=rAy?`7}}MqSSj7R>Y#+Fu-1Yv7;A;^+(8Q^clH@6F-gn zlL1aFM7WkUWsEysWUB?pIfgPy`DUyD*!-2Dn#VTjh7yFiF&7*g=o$`4MK{_+NqswD ztP^<%R&oaus6T?1z5+5wx4!l*x_Hk#%4B3>CJc>W^s?<*;`x4b5^f8S6ZbtEeUl;{ zDjf-*Q|zH*@UlJvF-sD7W6N7!BzBQE|3e~3p3pFBa&!m(gB{3W*?^95)N` ztx2%Qa!1iYt78kJ*4+mC)c&MJ?fO>KuHO^2>;DhbSi=m^-Zy@xtfSMsUADwM|NB)X zDT92ZTx{r+sU!M|$PfPVym2FVYU>7`i!nhxh)|zPrC6!YM_)8tHaSgLi z>(BFF=CcRyg{A>WLJ|u0se<<~Grsk(cKW)pw4~)`w&u_=-?ZFQgrg^}{t&^&u>OOM ziO2WD?>z#^|Z_tGyNX zqhEjY5L?|pcCJR?RT&#k)-gW9DX8YW6Dl^2W0PZaVn{$tB7qIUYQ7^kL2!mpr&P<(dVSDI%!$1u z5*srFUR`@{<_EwhNppG#SQ3v6t9p+uJ;Pld-Paq|0Tb zL8kc?=VZU@B%OO%^Eu%Fmyt>rRyg`;cKH1==D6UKJ#~nR5^e^eCP_Z&%_ zHFkdX^2P7II)e^-zIW>pO&?j8RoJ|HK<72NcRkuqIBHCwn>Us4(9!~QY2?}Y20gL_ zu43QMzR)-|cd^e?)I{JUl_pWbsTo;e=t~`41t9qGl0ci(E&|wukm&qL5l0V zilWIq5X*Z6GG=Rk$InW(@=$izGDw!h5MB+9`p>q2x^w?KjZ=a`s+tU~)Dbj16<+$B zHM!STI&r`U%>k38quK}-`+CNp;K9LfoiPfN)!Iu2PaP(%raA&YfAG9-u1 zE)%#D8D@{JM?9~rX7|n8irkqow6)5Us0}<9MO76WqCGsU2&_P^!+7-|Tpfq2laOk& zaDIBM|11;NLW+fwbxg$KNG(xquLNiDl$}$MAW@X2%eHM-mu=g&y4+>kwr$(CZQHi3 zsoC9^o!OX(eLPP$BQxS==KX%8tx)zp3{w&qBR7H0%oW1p-#bh`Pal@+M6HYeG_Nj` zO##zhPE0xU6fdJ)I5z2#`-?9AEo_Y)k%dSB-8clolpaYSs%B#;DNUMVk%9;^#(Rlg zaLl~2)7ax#SeGoRVoeE~+IRaWtmK@dWUFl?DMLQ(Mv^^5IYL|wbNrs94`aNoe=V@T zpD!(bmM)4>U{{6?#@Sd>p3wXO=DH47ansH+A$k)b`>|6YO8qJ#fmCj+-9?Eyp-`fa z3HNf+>!C?&K5i+Wsoms&6btact!G(>#%Mqo=zrWe^TL=^Q|^Qwo8~CF!t|>HJg!|J z4|pI4Bw0g|!~si4t07Hyx9rs^iow&Nf3{|H%C%RbyydiP_mY8~B5wqBz@QD^2LhQb z1SrF2mQXv?<~wcH*WAB3WpF{%ky*yuKC1>q!j>69PW6zu+U%i=4kShP@2;}S#B3*! zr_#7K41AWMfWZ$9Mid@^`TyvOU>)R zp^Cg@W|iUt`s2ufmmg}564alTaB%J2jkvyb>!*jR-RxZ3Am+iB04LaS><7%YXTzJD z9eP;-|7xCqBFBI1857(xC9nibq6dZlC+|z3R(o$c5Cu3zPwmfUWTP_h)`XU zIvvyA2$@h^=F-_QS)u0U>ILlGU zFIJ5NOsXqh%XaZIVnhjR$5`~EFUa_aL?@ja`l#5lEr220han~y^fxIk7k9M}ot5~w zBMM@I`%rp#l;UqfFzc5~cE&m+iViWCt<@$|a0{E!19G%(>D=-nx_Pzf2>b?8P9&Wu z;Rty_iv_E4=Qw5(otg3AN;$XTy0Fjmz78AMOfja*LAOr?wwQMVMg5SMu=^f;`+nE0 z&iinyz^W0;Zv;vj1v)uL!y|G2N3-a78vF*>+zZ6ka^`z(KIn-;Pli3)F}dT@t`$E$ zk5oYV3>MkKh8!#t+YQnX4)T-3;uNZD)3o(~C?7J>Rq&NJ`@U+D@}0`nboJUIiWf)N zM3?(<1;)xqFrZkl*#0Z9qV{bO+S=3(D~d#WJ9JGTkiYOfE1`?=9Nd*Rn-5}7I4`4@ zV*L8*vh!m>DY=(0a|d+yn{qM7bvW*Awi$%GYX6_q5JQ#Plz7o$<^u+?Dq(WgC$E}^s zH#qm4hg?dU3$L28FS@Z_?yk#9vXjTi4@KGMx>@TKpMyIAagtKRjdmSKD${B%XFe(S zuWJT$8S=#23!sB0d8dU|TfPmab+a$j*9TC#lp|uqT*Z+7yQ=O2OHoAVFhL1)S1=aZM zpH7uz(CbK(m#f}lEYZZ+iWL^*pQJY2)#qZ?h6JGp^C>v7t?b1sneMCfqL(YVl8VU1 zp*ZNYXlLu5qfyx!1Cs2;{d(5)&MoRo9|W)^4r9Cf=$bAYq*M{@6*<$64sVy7j#x`3 zAR8O6A$Y3fAaiBX{mN2dLGTI1*qrgRIQE4lW-1cdT?F@1$8&fZuv*+xIA;A5~XM$@B(bE?^XKK-wyFki zE{-`Wo@bdr4QvUkQXJi4PWwDzlX@cBA0YV5Ngv5Au)05R{ke5V`V)A7+k)o(f7xqp z6)XW7J2K4gf`0vPdm% zSjwIhKt?Dn&!DE)BS4>EUQqgYtGjV?;$3_yXF*gUnJm^W43!pIES_bIs(SItDB2pB z#A8hK76577X#}}4$>N+hLc+lM#Q#s~@~%0oJO4{Z$ix8t2kJr#VD#Upi@c(oq=+(| zuz{n2yuHmoV@D<#2_YIrW=0lTM_0%H#b69e4E`?$S#CI6Md z{LgCyc1={1NX!?uoER>4Ls`49WwHoVw-T80+4K^M!}N}ncoJcyZSi34!cRVyjkdOC zWSog8D?ir!%zs;a=>1&$Y=6JMN%=hQ_(bpcOz-$q@AzEL44I>T1{|p}#JvJVuy+5=|swSjnwk>Mxt`|N$v_9Ov zHM+7+wtj71(+*GLnKuq29;WzGdgCX@omQJ~)h>~y=N0RG6;pT5YcJ|2=Q0O5EoT`n zJ{~^VAK#x_KN>Tx>kh|T4^|m!))@|&V(9cw8oW)id>42+(+z6Y#xrd zUMJZzSyCyt_YWuMG#*(+Y){8E+b0?xoiiHWlUNH$f7S~+S}iQM&W%t<(r=C>mkXBk+(lB@ z)Q5{caBgm+&VZa`G>;v&8QKcVHkSL(uT6EHTW@eX%mo~o+TNC?msx(J&pJaY=4zy? zy6Nmb3ygK%(X7Hez6PB;-f6CtV|L$LqLbx)tabLdeoHxrmx@l^GP6n3T_%fp7;;XY zm=hN^>+}w;$p>n)Ftlb~ix%hm(Y<{kO7SX==zBhb+e0YBfqS}Anols}YV!lsx zrM6TSpmKOm7WrJ2oUa!0wpP=dLvo;78aC#eHN+x@ix-__wkCP1uKJ)gzbaH#aQQ|i zCTMroBi0WbUdCwW@~gc!mccAHcVAC9YMd=i4KKu61-1g5H4J?$eBP3}wySDpO`kkH ze;@JJUUZX`C%)!Yfy``Ehm*_OYDEyPOpoKp(~N~)%iHtTjXS5!oLozpRd@3Cg;=hk zZDY+Ni6gnU2)Mdh$wF1fR632$?6u+fV$E`=RLFEswRv{6)Fub35SOk^o0f^dh^p4x zKx5|d{Z>2EnO4pjLOi#_yENuO9`-<34 z{bM@q`FoOcO!FXziz6mjkJ!d#Cw%k4`*jIi{__dXr*BTfWP-JJi58le^O()NX=8B4 z5FgKno|rh;F7M5eo$Ws(AtS--*r4(n>vyoKN>*X#kE7bCs*yqm+n&pLGU5sqH{GbPKo3#9m~W@1_>1<&$YjPv%C^L&H}5f zlLBKr23s9AMq{y-%Q<~)=Bq4fhvu8P^dZJe26gPLwSt=$p7G@I{p$(Ewe)`nW)HWC zC+6PrF{;ADBGY-l8k)!tVy@o?iPhcbn94A?&gMezXv2J=xm8P-+FrTHl4uZk3)r>1 zRluvQrk$+}IN4=w=iN~dTwI--qB}EKr=^ZFLG%w9>u}uin-R1F?ZzesWya$6u$2#) zlN34gnR6&Sx{&Pj=)lVi=ZAx%6&?8QB(Xm!{r3}VI$m|s5zPr|X0`(D8-&2`?m>?H zFU#XLRY$j7=VFbe_mK6jzpfTGIy8-DQ5Q=Ksssu#)+1Ew7vcfye-Y**4loUSPli%4 zmO54dbXcas=tVpwbhqedaTjy?0!;;m_DyrEM)kNB?;eeLji2rr*`MA$R*QY2OC0gA zo$cgTTpl)8{MW*G!X{q^eplAfctL+!@z!Eos+aHoejUZy>8%&6QeH`Hnc)E?n_KX~ zt}#zWS4C%cT^2phcpS%Mhw~O9f4mNd=SM9g~GSSVD=JYEq zwVbQfnsX}Jceo1xjtZ^Xp$Kl`wEK;4;Gk7?>dmDsko`-wO5@atXbuD-&JKcksaJ~Q z;b_(QUJthuN&2yW*1?I7@Q&rQ^Rgm2JTUFs|GFHZNt zUgklmF@INQy{Wr^AIwW{3LGZLR$FDqXMGMLmnghSM3v5ih1mDYPsg{<^TEZ}Yi(8v zEx$$knnu0){Y*WF`#00XlDb@4-kcHSUn!??Coj5Y^KmaDl{-~Bzn#R1(6OOWYM4~* zug0J_$~nLU$bUC($n)bBW@2Mx)EJFBOB;f}Ia#o_KQ}I%PvY*FVsNLi5V!h%G-HTJSpGEaHj^jse+Jup^5w#xctZIpsc@4e715a9F0N?t`uMCO(c2HsaECw_Hn7eCcCey1H{ z`mms~-C#Z~`36;G&7)J>OD+?SW&>N<5wqZE#d_eFC*OAR?XI8(31&+#5Bl;Dq>bF& zrfbL=Z6hzSmx3-eCFKJ@r=7C>up;#99rk%3++MC7y!Juu%GtxxM1+QwKP5?6ny%Jz z8(PqR9=Z=%9(IrTYGpXJ!;4JdENos$)_AYj@$s(!uADM!FOjgdeyUMdN*=c^KJ7N1 zQx$0ZujNgU5>iU>d%QyhpFG|F%BKl}Vo5Thyy-?(43@2c5sX5g)pq$ezSAYqL))*2cKHWR1!NsgVIC6ACQet6hNMOgj0 z*-~YswZdMLNz=w%7LPIjy++1H)3 zj^ZA`TAulo`JAD(m$*-}uOa67%(L#ebuHGDeBl3;pmE%q*tRIuo+JxH0B$r>MYr-j zUxvxf(_@|x*u}0UOL;+ILop!*QZndp97fTnyiH6^xWR%$VWzat)3i&o$0U#(O$Qia zn06Nv>1!Fx`bs)`e0{50U&%T130;H0cg8%SX8}B@cX}KOWW0h>Pe!F6PoVXp?~gn) zF?@kJR%s!0RCgw3O1w4~XV*_ioogkc{|9(Pj&gl96B?+p=G*(R=ikaj`g3P$^a^6< zb91%ewuI=<8ZW>5d=$T)n6fCLK(e47kI9j(Y-bop(;8~q_-h>K2WizlVRQPwdCIOCt<$=dokB?KA-a~<3s&$I8>rVr>8KS zAob(;&v>NlM<}dp-b4~{J!aw_H%Lo8&XlYaV$rhuo>-&idm32_Z`0i<9agb%Ty__Z zo(5F6(1z%@nzij7V<+ZQC7MB?EM6E1AB|xVP1RO@>twPr!{LCb?xs2~D+e97M|a(b z$7rb2EQqIfF7STlM8TqodUPi}Y*s;82#t-%uljkZ5ersH*4HdhRIhU4q{kQxtFBhM zkT0(mSL`=Yv13?`0;!+k)IPZ@c{(NXq#|cI$@LD5Fn2Q`5)NB8qU0te3j?P*#AXP2 zEZmGCN)>??af~n1WsSdE$mG+08#`|uU*=>oIuTtn^?2-Ii--4!FiXXCK|G{QoKf0J zXExodKF+vZe9lNwbl!<)FN8c#-Vj7sBGv45PgOnKW!H`JT;AdI zv}xltQZ;jmkO|J4XobcmZ>zvnE3E@baB}}G?Y@kWMw3>9-U`mU-Ov(NX3`SoOPJi; zHAybPky>|wQcb+B%jeVf@rhB9a|HzTJxg|+TYR^vSE{FAq_BaGuG1-s+7D1;`2a#k zYzULx&VTvAOzPv6%FzSD8d6V!1rW(G3*$rVIv5`IE64L@$O`dgV%o(=&@TRucV}tj z27tzbmJ_^tjJ0@l@~hHWuAxAi?iEc?vr$PqaGG%RBJMM0XDzJ3X`We#^VWPkp?vd2 zWI4QE51KBV3|N(&_UJYMklX4#dm*U1XB33yOoX&xwA5RSvmvqBilS@)y^C$40Fciz zABe1P#QN|$k_-nE&<2QP2`J@kLl#k`2qqy=tuo-1<2hoc=elIkpB@rseb z26EWA1m! zjQDdZSBK0mmY<}mW{*?ErFMur4kvYAg!sj#CFNg0L9T*R8t?7PB!P`kE%Cu$k(Pz| z3PbiHwV^ls&QYdy$O~G<+Ai`!YDDg+6ZGXy1mJTcORFU|gn5N^ubst!?VZBeo%R9j z4IvJF@2W#$_h=@Qg66-Mv6GIulJf!h6VF`-Kg5% zmoA|%;zLjF>H##lG{8CN<(HG)WC}~c$qMHA!xKXfC0H+6UrH9@yg{WV{;s-Ivw)w4A_sd_b8v z?+7}^qLPJp;ZiP86Xktl#_%Cz?L8ff)^FD#-nVc#3HW2Fu2#`d^pg3lQ$AIqxy4I5 zar=rHlQy+|cWTMedw}XrsbomFqd&^@^*Q=iG~f|eG{tEwBGCzwp7dqzuY4%1 zc>34f?qK&qi5vcv>zGhAntc% zcPD{Z=LxrN%)~WQssXsaCZL}e=8FXp3H&)sWKf+qYspJ4Gax(r^HA!j zuyZ?Cv#%uE3L$z&F|@E%hs}_ymZBvN#)jX&t-gBv7QBUVthDEHDZxw`x|3fjlr3lQ zL7l697Hk{^qY(3WBLio#=9C>F^Hii<(&!h_T^fQ8y3^@_2aqi-jgUS@=LWr!iSDW$p+GT!dPPcDSjZ&(VBoj z0d>d7>kD6M81Jt4VLrfObV9B>m0Hd=Q+wenOqxqs0inH2JXm-$AXm#HF6;_nWm!Qk zzk3e5!gBav0qESIHn4Kr?N0xvID?VWmQS?Qet>I2r5dDr5D{M2cbB5UnTDkWZsKR* znOg*U-aupWTco$D$dGL!V2c3?c{n-qj;JxLpYe)DL zgn(^bAnB+phmvZ3ZBQ9P=tMT44u!lAoG7!1oYnTH@>y~!db(iUy|U86YhpjLD!^z# z{)G|%f28vDZj^b9mP^6R-m(-Ol%TO;gB@Lnl8Up29>{N7#0Ii?_{nitJi5?v;_Rzs ziviQG25%IEOI?>yogeZSdwc%ki@(JOlZ0#e+^S^+5nmsVVhpT;~I)(FDNI+p40>@~ub)w>y&p*)xP zy_4AE2q?)JjqzAS6+r%pw^Gl+zB$aSBK&WRZ3<8s@FfX1WWy3~0vnzoK!sj|8brPt z!r;I-eSV;Q#PSsE{(!`oXe-XXV>K7mH=g~Qd5S(!H`e26lrQp(fKiKYjS|2Xe!7co zlT$G~`eEVKtY^sB+H3-N(6012!brD$*b765$ja5t>REm0r0_fd$ti=%I~Y)aL(oV9 zRzX|1UzA^-6zZ`8WNz^e+fZg;fP2o(#rWNYx77eOy}sdRkEyJf>+5nVd*b;{MyM8It#8=-+nU4v<}XmIXZ^5iMo!7v=V@0Irbb?NXMsT=Gr{J3E6p z$7W+)XXz;dKDAIsR?0r;C;X}tq<_@Og$VUS9v{VOd;)}E$H9f`*8^;BCm}2U+J1Bb zra+3*l8Z{!HaK9L4-~nIesU`=;`##Lr`jB~MOdn!9gwodoD@WlBq8q0dk$fo1yXQs zB~As;Fl$33Tsf+SC%E|amTpo9Lzk1-Kq8d@{7?c!WWEZ@=56OxA`9gSpChDgu;Pe8 zC-SMPn;({kQ;S2a0zL!s?`>HBS;8DAuZ1F4u?c~u2W!frSX3SBx_CS7$XYcFyAvRJ zDMQMH7m}W9aAxeR(oJNe>8i|Y{?ZWOH*F)0jyw)q-gKbOL=@(NW9tqvqtlK~Q1d0yv`kBVXAlA!Qz#_896r%UX5K){)tVut z&2Am|-<8pxeAB@-<9cG(aCZq8Dk)M?P`I%}jb*#f!3 zAN4B%^!KcF^Z()u6rM5zb=||PVnNA3Wp^2!*9*_?`#+pV0B||E7`_=UhEu9(3;N0_ zXum)*}HOHb^xZMX`*0b(CKbQGnAI%r945 zAz2iXXP(-&{6VlAZ<4QBJqgGKq)zY~IMfH`3??MW>(5YAFElu|Mwm}AEf?w=vzx!8 z!Y@pJwK(ExGAozhzU*%i*GeogbmzUx_M;w(Z*fy0Z0n|vI?7Z1!OvM43I7IPI5YQq zLVoYn)Yytkij%l+0CP<#kI&AJ=E|@#Z73?OzDS|G=(>HI^MqBe)#hg3aI(&vUCg8> zptSX)M@8AAX655ov(1CH;zbbZ1=b?8L3e}>JU;$@7WKl~kznG{7b_uzpp4Ck(1wn0>aOlWFW{fL)X| zK)Zc%+7st>ly3^*WAqFj!y|uX&0xNqH?c&KM^9gZ2<(6*v=6kH)6J)eG$A+p&8Wo0 z9ro1w3dZy`iIunL-5?pX?Nf0^aj6@~TtFYQ^Ly=aR!YR8Xs1BJUwjS^2p3s~eUucs z4Mdq^;Mr1zp-7X*h}Y@$XB3jzL;u8I9rX035X1+nP#K8_J-&xQqU;|1d`15j?Jd`%K; z0G|ojNStt5g;-HxBLgnGx~cKUsk0<;XEW5SCh~0-q`!iirE;aag`k(*U=h+8C7R?R zTi>gGv`z8{BxJA6AC{nM6S&qEJmi~t(37p4tPK7nYk7@FlGg^wB#3rc$~bxMe_mKh zN1$Ij3(uJ%gRPL7$q~mmJU~y`pao(y$W^wSA6_0e&J2fwyEO@sT<_Yz&qQO1e8`rh zm+R*}Wi6pnP1tlic!PKoZ((hNJmf(V*!m(cvUls95R`ru375>s@ z%l+V)y%_k-?2(WQ3-A9Zgc{GAjS`SN^zf22Sa=BSbo8abWvtvcLMBF&!4sZWuGQ#B zfdU3inVNeeW~t%vIYPky%TtdGB~|9{Pd&kL7KEq2vj#~a?a{Ayz73Cq=~hRdxBJzd zNOD?w8kBnuL=Xo=7<3K|seb{%Z_H#y`O(&@%ad)KpOA}tDaa6{+}kcidJq2oO`ifmKlULfMcE@#7ja_9JIF{U8{CO)lvriW z%*}jl4hZjD$}?+cR={u~OZexO9^MPJB}|4X0WX6tloW7$#VJ;;=->D@V-%!`ArvXy zT!^LIgMciB5cSw0mUTR7K4KMGVUH}pciiyhn!T}FK;r`jdeIIsU@R}M-LXw$ z=CEp40oAzUtQGZ=J(6*i-Ll`>sVwX^Ky>Lh5Pu>R1$vnT8GWr@j`Ud5L#xrXtYz*A z?@jW+d=3Nr#SjeNFfTlqXxZcl}Zv>`Iav)ln3Z$%I%1h`6Uh(K@;gmnExS!;)zDbC|vQ{ZYAe0w-?MpD=OHq#O@3v3;k7NTU~E zuJ-!6PzS6>02>4j>^em_KE-inIiE*f;xA}>#8sx$0r$zai10>7x!ToX5L#*c9;&;COk*B=`J8tzXQ_q8#@CChtr^#UcYp~7Hh{BkZ<04dL5{ggU^(g{+Y4n`1(DhlV1ZtnY6 z><29nrngAg+fg#w7DI8Rg8hiu0>W`-$f@8&47!XEdM<_n0Z8UcVT!&h`RJO$Mn!^T zsEath7U@2YmiTn+>%d_ii}V_v-3#l53k()6SR~LV>IHw(VBH09Qz#xyP%?p#9k~5B zz1&u2-Cr>!^brsp!&LW@XVgTv5%vK8JtB&^8U0+=a3tn_xT;dTM%wGjaVlF%VqBwa&nk^Gv?r`o<6U}f+Gb_%q` znKdEdQGQipgt?=FLZpcW!`@fEs4;+<9R6!1yF4ZYY?I;sELgc<>ggG5@S*5i#vW*V zhwUjbMMngja6XiTE`N(kQqivsd~IPQ2LTKAWl{x5zwM=7h3&P=Gb`8W2a+u9=7V#w zT{+_I2?16Yf+Qjz3nf(Sl%3IprN$3vr z#bSO~2oa5PEs+o9@?wE@G=XXGe1 zP8RImKyn~Hz;`KD8B_k=r#zmn0`)k%w;;TYs|E}9I@EU8^c7I)arQ5wnomMC@(Kfl z1nx>O;C5zP7Z|E>#<1#O^VDP)8u?=>Ud%+JQAP`^bm9icKEz6G<(SChCkB~iR?aYh z7X0>#A!q6Y#aI0{nt1*&(tz8@=lFWH2!d4vK4PqlB8v#z*dzy_2xV_GtEHNNCLhpz zD<@r6EZL7LKsh+Q-_nMlX@mDIadPC;F2%7SflR;L7%|A?P!};S$P(>0(F!Svy*EQ{ z&?=QUP0UI(mu!K&Eujo@<4jxg$4-r;;NuNL3-gRzg%sk@6&>g65jE$wVUO08fvahd z+b@?zf0iB_@WWBb8WT#z-+6Wesh8X>bEEKV(e@N#a+`q6sVFGKU5*8F4DBV>@ZE_E ztB+tc5Zbb_Wv&TikjQZ8=74FQxM+&r6$SU*jQyNO*Sq)L1`L!y_SR$<$dsv`wcAvK z!Y0L>83zG$`g{b?iqXPl;l?2DR1knK) zj?*lT zC}Ou@$c@`;2salRZYB#v&9a&u$%pX9GiTIXFb0Rva75I>=8Cg{5J;^Cmv08Qr?`j% zsl~>%0A{P*HtfLo2kxtW?IAKbZ%<{LMjw1+h|@R_P{{(*h)f-Kp9PwgN1Kx3e4(B8 z5JWP|7+J>*rZ~ui$VZ?R$CqBPa;{Nr78(ndGgPCq7G^ldRz(&phuIWIbiM%C$kPi2 zh$9YY8*?gRVbMo%i%g16X7Jg%0_vx!LCQ&c2p+a9arD;|XO7gx^|Eoug67CfJ1GYr zR~P;n3!#Ve9NWoWU-pN7uYPNH3;2C5pJ>l)PRdr74}9N|d;AI>RzVx=`{lv_a2KBn zW-4x#+Q`iT@?_7!(I$*c9*u{y<&C`NJ1je*C|HQ!OAgoPZ{^5Plvr~LQI0fm4cb&xw?nI}Qwz~D8av^!u}61q=swVlN> zV@w)f@1utZ=muPf?E=q8W9H3e@)fawVGcfo=YUN_R{HC~G0ejjfNVAjz_K%6%*?(Q zbeJ%L5jW_5uc=FH{?yChPn+BN#Ss$yN@j*{Oh*7U-`#j7RlJhyt7PkZFUQquPF94? z5k@IO zuySV#UB@JjG;&K8R+&tjQz^MF4}9DgORnDXX(moTZ8HAd{1WsjcxcZ2sks1gsZgPY zW)5}!9^<0=gx(7jIx(hmhqLlqjy?grevNX5y(0=lvxdXiAZ0r`*khT!`RGn}Uo&WBSXeVL=zt ztz@*J*ws?JenilzG#%MjAH5M-dU+G4{dmn0ullQN+BH0?_h`eoP5N#Qq4HkkR5?R7 zNBefia!*R+=&YM~-1@2GwqI>u(^y_hv!x&i#YVTy-zhr&d-J4Z!J#jwH0njf^llS( z*~CbmrmnM@t*&`RGqa}~$GjnLe<2mVJDxmu#f6<|5iZB9L`p)*uAmA}ted_r=k(Om z$B#z!nOj4A);8$AIARP7gb{frJY zs4a&=dpBnV3#=~%h3@vGNDG?ntRa8-=i}z4dxtiCXC1RhMMw#L^%#AWo%=cD*?(=) zX3bbvx)oH%jy=UNvQzYb(q5FDj+O&H1U_T{aZAG<9;-kQUz?rE1|~Af-zop zPJ$^+gAV4Ts35B1;(O+=C((smU|+&Tqei4*=SdpCwx~AFLw|#-kUC}VKQ^rLDj>#@ z`ROo+_^GSj!*dmjsseQ@iAc3wh|Y+X54_QsD8`TGaTyk-gZm{^D{?%2t9{Mn+hlEf zRP$%vsY@QFf^#z!J3TaApy1XPH4}6eMt{&$uD2b1k%^k+t5NDkoezW+G$s0)`gTU~ zz3bY!{j@}^ijFALFula(zkyG7|N484?(+`xh_rFv99Foa4v}Z2 zri!mcL(t9gE%v)~i8k)QQ%PEI=z*G^%RsnU<8czN%z_C{L&F}x%beh=r$p;d;~AMRooasys$B#5ijcZz#sG_ z$Oz2U0|A530?lce440M%)y9lS%UMRnV;wEC!lc{z#Y^}~dZieRD0NFv57{6IK46X0 zXhLZ6vhr@X_qg}U*pT2@%cry3aPnQpwOK#R?Muxx~6A^b3`@nJn~VH_smWkXrUsB6>dchpP0PcV1#vYab9@Ujm2 zStWWwV+H&h81@y?^3qa=Bz}k`a_1^Wjnmhya@#J>fB37Lyvopt9|b+^(g+Nx5E>D3 zF7HmbRoqLoF{*P^sK8VkfRL553B!!*LybZGu(*}3f=b|7UDl2&U)>!#{cM6kr)2Y5 z%Ft1N`bJFl&}IfC2wvAr|yF1|G~D$G{v5yya9&u@V8`!=qw<7esj*1`!Kxy6fKOw zV+udhZ^I`OlcI$o-!SlSI*+6DS4h?nuxt=?1_4bt>9>kr3mIT>9*sJaOg}jkUMPJbsVcO*iiGL!nUiXz(p&BX&hL@{PsW2U z8vt3!r)AZcq|%&SI}t|2Bz_*Yu$aV(2PxcLDwW2@AP6E|0(-GniR1ds|7cGNw|?b$ z0vCw(Xs%=t%HUH}`o0A!bfkrxteGf~9&?&^Fr)C5?&hf4o>s+QA@WnP`+n^C`aQb) zw$q3-QBGVwH1b4|@jgYmQud}4H=kMXZQ0|zABli3c7dChKhJ~n26M6_81d1V_t9AG zM`Q)~00+?^MF(Yd%#?F>U>}gRp$9W9inA4jB{Br8-0c1PAu*8YI4*M$f5t1jJn7}( z9!+x<5FF?CX!Tw;(NPk0e2V{K)TqEdNIq#qBSnrhSJAb7SV?g_1VD8O*(uaj*35$i z#AS~hA(@l%4MrJ6WP%cP`em05wQioRQKB*+G0u-kiRSsfqnpms(%`gipq-hY(62l7 z+po1b)#yK)zYiz$0x*W(6*t2k7etav!J+NGqQA?&xoFO7ZQ(>?c2sjf;qwJN_Ik(? zDSW~*=;o~1ri~}Aq{WOumRQN=-lFhn&xQ+WSMYXD6mfut&aMlGW3)-Y_x>pa*OJAH z!GixO0FOlLoJZ)fkLmnb-(cAQq^oDYkKWfT=P@X7s_7JbqV}zhMRe98y7sOP>b zW~iPspSy4K>txtS&>RW_u9Qhy;og};!qt>*w_4K6b3} z;=Uqso3`Ad$|PE%D#obn%vh2YT7HE-2CrXZ>IZg`0w?yeOwI{y5@0)Mr0D$p297O% zZ~+z)De8(q)?5!WwB7!cNm%3tkA#mHToCew)*h|n=v5amhH4q8n=HKsFscD9{^`a= zLalNR!}oPDG4fFcGcy0o`q`-tvzSMXb_o%f$z(P>!mL!j0j-(@&5r&Zx_f7tp(g`( z*E^s*BPSvmE}YerUhwOgw&C?tSwWF5AWGUUUK^7;|MDC;%)g-ow;73|GPu65Xfvjy!EN3oa<(y6wpxthL|!?i9YMX zTQ;-1Tj4_Do#5B$8Fs3K+Go2g;rB1--pntW) ze3uaeS80f-$dq&a9*2>qk8-JJJ|TUHR!UbbJbT9+CNaP6o`yIQ*-lgi>lUokOQRI_|83x%-CZ`VXp5K!2f%!wvBHWbww@%z=H6WE!@lw(6y zp3*~EYwpx4`g$cF0;~@1M*=CaKu!gpH8S*VGhcbvDWj?)r#X7GGkRtHsVI-5=Z9Gc z!*wmlEgyH(+J#5sLAE28V3DLD!es7lJA76D4s2|bHU3LRw%q+XR3m8^6i%qO`x!~A zv*L$TNZ%ep`e*|l9Bz$(e+p)+x2)q_;3AIXC4SqQxNBrXRb-k1yx0Ca>q{3l@Ho0J*@^#M;=UBkg7ygf9P_LYi3f z0bM7e;2W&mPW59%8wf0zmira4{g{b7kKAXPFW

KPFgPBO+$3^8tB~5$C|T1nu6! zfW|nM!+ckbVtrya-?I7fg-k1yoqPR-Np14{X_Yr$Z zn{!H0*dI4e#4iX-6Lt!khn@azlG5uK)|}aZFua_Y(hFK|pFr56BCOW8s0$jp!K|~+ zX`MpQHa})$#S)S>AUOzpD`GoZsq%#h0Jy!MO6H&NS0^?_Uh%uQmZLwDe9cA$7e*ST zVNNx+5iqyLU!x1;KGB~}5Bnf|;C~$6m1fCDZ*)qBUHuTw9n)r-IeqJ+bm>O#C&l;M zrb})5U*7+QN`_mdllfAlC&Z{}{wjxgm!+|*ylo_^a}s$IL1@HW%`UW>j_s)sw?5fe zs?Io8US7i#8hReWp9&Z5gEdWv3txUPRGL0b&iGn?dK-B``cr*o8v2Y+Sp^G&=8SG2*kZu*t%WM?QC%VaOC~3vfXG6DQeZwmB?@hP1PhKT;N)pkiai;07#NZ) zk!cBBxUJZM(&5xQ%i3<-Gpeyt5)kLUd2OwL5*82&z&-WtWJph`-(`gX!sRex#*K{` zd@`iu#lxfllbtEa0Q1}%#o+`^FA|HQdTlHT@LUD1%r;@+Fhr{*rPkk?t5~1h?$e!9 zxc~jaqs$*02ZNudmY|5V8z$*dKFn12fid9+%{wR{!{|Ll{%Dlyf| z-s!-Sf-db^IOBsc6>?-D5ATNIC1*Gane%MZ91LPxRAsF;&)P^B2h&^|JQ5%B89dd4 zV<1>?F}}~TvG5-+ILIW52O^XlTc_+u$Q;0vABH_)BhzS@n)m+J*>F556#fGqddXWh z`RE@>3X?3l>AWqRth-f`^*@3E9Jg8Dl}WsY&+vmrHML<0W0$KY5;%w^5{Dw-!_Ru|maZye%UySCN3E!1!@%;tK_~9>Y$b135~;3zzVSE(IRI&_j)B zO0TDH6%1KdFGA*aLmk}NTXzo;q?E#jhZT`+iygODy^52{RJfM`9xugiJ-Er^Ai_Rv zF15PBEeQzxlV0OzE?-CAcv<>q7r%=7jv%~x@@p_$kfW)f%Ub-+j@;C!9#aza8TLvr z8g6)8w`X{{X+fx~KoL=LH_A((cf}K-mOSiiK|dQr{SxCyOAU+-Bxaz3I;3h-;u)h>>I={|Lr^UeL@Bc7e?AX#|!xMWO!4h8$79u5K9xl=kz1gr@tDs=LO zVqQX)l}6Al#a~0gLveM?mM*rqx&rt3ktH4pUsKv9uNqYz>Cl$M)Fam=*&fs>+h@a~4eMhnj%d>1dBn&ssoPrgGNF#@k2o2$GyTti2b-7c?C7S1q$60SXhGn2SYr0w3 zcg}phO9<2(=GbNZXg*INH6p)sM6@!*<+2*L5sA1`I5|d}-ibs&Z7G z65smJte;CX-th=aLF~ScS^O`si{)7`% z%8)#M%k&y(y+9!^WT6CTufr?rTv3xt;rFMrWDzD*^Dg{0TXkW4gV<)MYXOe^Du;2I z!wbyzxPdqI&hrs3TKt>3*i0#m(1LB29fbIrn_$&p@nHr3T0NuuNPNfMN9M>bNR02R zc_#|U`W{?=%$SMENMWc$TaB#rMx<+1JqcuP#=_{+h6@nljf{IqIb)vF51191w`+_d zTfq@YSF@7`NdFUdS>xv!rQP*ZmX1jo5WwOT4Fw5#f5eHuiDCmZO3s;3==5M*Zp4K&Kjt!5fJar4;vGzt7ri-m=sWuQ? zDrP>%RkPg=_1!#?|AYmUDvE?4p!7N!btuk`I#*yYJ)fTn!*~730|+U;TPu)?%B&sy z38W_#85~37acibH{9ABmR&q;ASR5{U#S@J{$;9UDHIBpjoLGGF_$b{O)MztN{sS{W z%)e?8)iU^2c9n^0$(}t-E0z1+9bZDFb*m38VvgZyW(qI@_0T;M4bG0w3_1>uqnUG& zXc7xc*ETHMIPbV~rCY>de>6i&+nzdvtE7wCEhNwlR0sIJ|4HDCQgILLguHn`KV-p+ zo{fCaOnZcd$^!GEv{GER`H51Sg*2_RaM1kLPfYB6*B@jThgVRs&?8$^IF*d?Tpp** z#4XE|!AWTnzKt%iqt1XzFB;thPY--+R|TF?U3%!7RorH)JcIpN`ozG>Yh0y~*jDd8 zk&+`MPm<*VDN%I(fMaDQ4IX0go=aM7^k=&oQtSMC&Ar+s35-~L1;JyKJm5g}teA&y zWmXWxKM){eY99AZGG;N&BB+pfW4~!D_b@lJs6C&+E(qNPXI?0`+TU3*gfJPM^&c~O z)7~^*HxUD$D|QG>iyBm5S~{!OX+apC`;G#25YUJa=cQg7$Aqf8SC$6oV-R|~*>C)l z4s8RNH>Gh@u^q5SaFVM<<})!tf1HO|!aE@6nqf;>HWTK)r^fwxd%qv`o0)z*`d9! z&IMYv#!ci1Bbt!E7>41c8<`)3J0-iaiY`5{?&WWHRW4{i%LCM0(MMG93qW~nvA3s4 zrAvv?%3(Z`@>c^GzNPTC=EyH-3nhK?yJ?bJm zbAED{Fy`KnUzxmGFn)!RJM|T-^t({mQSCFmhO%o(bSN^Kl~dC+Q6u%}Dl`V%P+<-s zYo;Z7nK$Ggn08mF45iBVG7`=qF@tP<44z!CCBcFT_hI~nG}AB+Lx8@-jYY73JXzM( zK&#fORSLTPEIKaGcXApl&^W?apRv{`R8+$PJ^F=rPp90DI{SMnQgOqVVZeQBhNGzi zMcN=&2#%{KHq*w=&Plmire>62UHalJDvcO8yM9#tnC$3>L!4ag zZ^z{V+wrF+%~`%UbbdnGOwrp6O-M@g8kYn?+o|g!;eFp;ZW-Q7hG$rME>LnazuPlf z@7Ku#{bcl|EaWu3Z%~BDAPc$xs!3*l2*+(%1|#^`ir(2_%!O&tbRGpDUE!qA-*D18 z_4Ft-y{JPP_(9;qDzyVfx2q+4_Y~Y1mKP8uGADFzR8V)|WCzWE;AxGRI;P+zaUz6^ zVCuE>h}URXte>~GPg~WYglQ{hNd!xLWrk?OfVmSD%2oz;TVu=pS>!oJpP!UVNE*`) zKIo(7V@g~4xBVZna^!|b={hsD*1mgPqj%&U19em)8`O$ZVq?av53A+g9Q5_*Rzt%Y z$y==f*3wMtJ6IGSY=Cz9uQQXGxbSZG49bVtdZ8CKKY48YiYaz06C{-Kf3)lu;H+yt z554^+<)2l{>63ka(nlORD=1OW=O+)C5@G6MRO_s-L0c&_#l~<|^KzgoRs#Nb zGI;7`)G2QAwuZQ#Z{}L1!?nKjEVzos!xsMWvJ6zq5w?5yhY@qNvZr7gu!nnzs4od;y#T04aQWA8eRliUDf58 zaXpqPJ4LCWFCx5y^*Y$0E%_;BhT+~GYRe~458B@qy1hwb7zSiMQgbH~IK&$nF;qUx zqCd#v+c05LVsSvHKXYC-XtQG<=8-?uN&65m1T2<2$yT|@0#$#?Mj$FCa%9Rjn#Ccl z_RQ(*Ze?^W)Jl1O8=;KN*%V`J+i}5;(@?OrAGpzOgk8D5#PJdTH>J~7AKlj#{86_h z2Uw#HC>4*7@2a92O%B;M?4=U#g?e9jMhyT*Qepi9lWX$RGYTwT0c2?~+&jSpT|~3y za@`^hUra$*m)8^YFzt=WxuyTZ1oe_4Azm$&fw>E+WNt;odx=Dz62T$LOyQagup0Vy zQNXv0s9{$y$2U<6<3?hw;RcRbbF^qlh$Su$b>yse=v&~QsTD)1`wq_B_Nh&^&(v)s zeAh{_!2`R)9kaT5sX(9@m=c@fg&7UpZaIe%VX8*Gho;E1jWg?pePM;hpD0v}GJ?!` zPKreOw@h}T+sp^yiOdYz_fgNx(1X99DEvGbuXY)kTiQZYrUQ@Bl=GH}f(lV=gPyUF zOutyh**r5Qf@w^5cJnpe2T4s3*ZpzdNk1XUFmNwYGT?lk(LjG;N?nKuxcOm*(_$6R zF9FbX$H~MJBuAm!s3fo{c$R|uK;0`QiNlz9nx0$-ortt&))h3ns7-q07(WjE*X!M_ zYY4^Woi~CLowg+d;b4?$BD|4Woe=zOfDj)xb*msDX7BbA-eT@z#Lqp>_q_Gz`Q^&! zQ!cHl4N)U($MflMLG5gKvE2^eNGRUuI&616cXuH8s~87#dgM1P_25pbC(;_bwD^z$ z_hUod?tU2+USk~|)ce;*s(qu0S4ub@mSodJ&seKDx3>&1o!OB^n%sTJO~WnVV8G0# zut}U@z%$;-024kBUuzeTR=6mxdTS}|tZ$%i)hc5~G- z`4Ky6iP*#p?vGLUogy-QI>B@;nCC=?bc8+h`Z+;rhZJv*O&yRMg&383gavJ)W$U3~ z&Tk1)X7L^=^%frma?Y&2bxRGn42QN58=Wo)b3hqY9+XbF{-m9k z5j`&GAPE!V&0dLTJcrwO1xjYg!p8YzLLP5F!XiXp<5R;Z3Hrtv`%FOqRZap9#=anhVkfKgPE|xj5{0#O#FH0_o$zt z6`j$?q$y9)w}6tS@S@urMfU*y zlmov3P-eWBp-{oF+eu8wnZUES0o8HON|v=ocvuJh2jAJX90Ts?hLVnw>-%T^wtg~- zq2%T1_4DwNgv87}isr>|JvkvWt?M?P$j3(@WrYXS&0U@0$iNe%o^*#KNza`QRSUQ z)~2iKacv33n3Lx8UC|aDOHn8!SBTO<6>DIlg+|rAJpNc@O)hYi-^}dZpVDtj=fJ#Q zl%ZrQGcIrj{zU@y2{Oq`vNC-V?wwqdAiSrt9zq zh@|HpGL%0{`uWwfjz|%C^l_jW;Fueu`AbcD5CDu4%ze`1;57OzJxPRS(!yp_&1}1BWb}SNyyg0T?8IdQEpA z!3&Gh;|20YVgq|e^qS(r+>GZEvL_ft#}mSN$t;{^t}LiWpP7kg4nqxExZ8;UScmPW zNgp-ukCJ1xI`q>^UCaWZ-=0G?ED#UfB%-HkZuIES4Ev+{5d3#~+(Me<`Yxd)8Q2uf z4pX1gG`N9+PvPIA@O?hxzc{m1XX{KE%+-T^r13(wEQCuYUM6rQc*|5h#v_){4vSS_ z0zI&;=;mjBjvE?!fsEnXR~I3WZmboWbq=+dL_HF!jFeq)KlN=WsYi7!9|&CNjQHjeUpOT43F|Pa@?BBk5!dZf67xfo*=s z=Jd9}o}QoVXn{#336Kfj>n7;4ew{%BW%iREN5)G=pn3Pw)SsO(-BIOuhDF;P>sI@< z$9P0>@6K@L5a2JFYLB}JR7w4`dbnqXT3#d^LjX3)?=<<_v6vP3dq8?QWfRsyTw-+Q zaMnczS^k;v$F1X=VnT#8Zl9Hjx84*;3 zx_L)6MDNTke~?8lHD@rQl~ZV_GerHK8|?_|n3@2H(0v*I*Hq#AuA9kTh-;;0 zf0#y=x)X(hH_5N^iV@|9dqznd-V}pjLKIYPeQJjjOh6fqHn73bD4-OPX#;Tg$2Y#h zSoX%4)0>JFvXIjR7=^-P*3d7ez4}*M>7EZjAg>_AB_nV$v+wf>pYDm#1FNqJ#Ooe< zlaS9F%ui8`y(&G3x29Aw-zYZpoT{>VGI|DTpEm-wZWxcqdQb4^xx@P{ufC(B#5Zgo zSKiz$Lyn5E5frv%F^xCb{r2)RXew$HbXA9Fd_3_hB!}oP6Tw>4u~|%eSS*5SLi7}X zIitEleeBs^m)}T_(jY=hpH8{}t0ps^YVM;zP?d=b3XmWhMV=i z+Gnt$*4z#Bw`a%09Q^hms))-Nuea>vG@a7AT?ny#%I!TmHYj^Prz+NOHQ54%nGW47 z)t#sX0nO}urgY{nBmgS9VZ?X!D7*~GD@%2fUwA;R*8$>f?Ab=@FVT|1iw{@+(i>BP zIOC%lNuN`zrhHJV+GfnxdVKU=qHv(Ah#(qDYsN`Nf)mz%^^Ml?>%mcM?QnH8Y5sZPPmvj9_-BwwKLFB=9oF;n zj0`7Yu3oEop(M14IrSzlSz}VDRnC~N?cb+$Bsh*E_hAXi6((GFotL)yjNW+O6cQQZ z)N?XSRDm*F)E2hUTpl- zY|d(Upsy)Pjtn*PicoL%rxZAt$F4*7wDfMQbaPnV<_q|9iZ``9l{CYEBfn^MW9Q)= z4Y;!6FSO*EA_=x+gwd0eqpxwR&cm!NlaOBqY$e9`x)bX;9=(i3%coEkG@`ytp~W}d z!2T4hqXxku8jXbwlD6tgB`*i>{S>gEB)pOA9%lWAio(D|hs<hz>Sk=15qxc>nje+g*L@gQyU^}%vk4OW(fi*k`ou0JnF=AtxUJ4hzC$DJF z%Fxb8jy8%CX0`5?%I;>~f|;U=F=eK{68&b>%nGZtyR(gd0w4S{*?zn&24rN|F7v9- z?^&sy_QX!UC&RzE#ef%w5dbM)QNTG*jaRpnfqnRUo`mj$^B%>jwq)`c&_7kAz z%?N8I!ntwqe^dq>Z{n8YNn}Rt5b&<aD8PWC6%t5R`isN>cs1WGKykk zjZ9#AeF|-h8A);W7s|J}dY!tB)h?`ELUsOx!vY(+R1Nxd!5gW(lQRN1=HB+F)427Z zs1SR~%xohCNI^U9vb^sfcl|8|ie-fW*Z-)IIy9G0N{R=wY!v^aeFPI2SUigRIY7yM z9zCMFrMunyWkPPGtXaQpMT>#bV@niDpM|qnej#)nsOKRhtTZXTI9u*)S)w%d8c4cG zx+rq`DIDJLW&jl`T%VDHMQGSaO&3|*{b*ryusWfK(b{R6!Eu8cEruEPxMuMSH}jI; z%oTp3SK$Vi<4r|lnfD8Lg_|4OH)C^G1k{=3mD^wrXQ`e)>E{k^PY=W@mIZTQKjQ{_ z#@o27ycZ#vBasmz5vKoe#)BJfU_Um!SMAvHzzN2A)gl9Bp$`jB>taG5wt}4W%hYpKqb#3;m#F#3&!uf4{*F}JNI+Ko4(b{V>0?$OKS)R=Av#tGrO#}?6X zY%!$Qg(XMGZy1gAj+NpclAOEpdgJq1N9GZijE|nwN@QljY_H*Aim}|hV_y4-U@bG{ z?NL2g%AJez37L;1hCj~CGCY`@>xl=QvGaB-*lTAfw8hNCx!p17GhB`P^V%oA+_c{% zDV)z^iWW8EY%=}h2zQTq+|vu~N}Y$I;Bgw_DKpi2jd)18WY}Oej|P$O_e8aGmO=xu z<;t8fL>?@Xb8eBYnQ=NwQjmt)^qepHeqtIH`b%CLPd#^ZcyA4xL9sQ6#ar_S94H1^ zLL9Bs!113E4yS=5^3gEmK+smybi?Rj+-oGun8;}GxX}&fAn7v{xYKgJh`p3f6} zsI63OHi*zf02q-4(@?qaXw|J6=EgK#FDkTqN1n|s_2qqP5MxbwBxtU7}MkAe7xPmeg5&T-T~FAWhzq}RR=!4Wo5Vl~Et1+CR>@26VxxYpFU zVM<5yMVn-opo5bB(5IDtu2$uFBm`4)dkQ$GK8uXCXAk^}X)qRZteS4A`HdcukJ+Hz1zpX^j3~Is>KepX^`epVI z;`;HFu@hnJmN{tJ&hyQ@Q<`#jvb7n)(c`U3Pgzf}Pj6=MD(2^;A+pi)Q4`T#T4jIS zPk2ijK;h_qs;FtWEvAmKD!sxyl213b^(!C%%}yYKll zroQwLxn4`Bjte;_s^wVw(LVIZQKG%CVU^(Jgm6JtyWzL+JfHO8F(Wy<@-SMc1ljn) zppgTER+61eGcg`;0Zl7=)15di17z&gDWj0M$fIvHyg`>r#iXJ59f+FXDtlV%oiYxS zhcX_j(La&m9PEzL(rz`{i>bsJq|JeI2-HD3yZy126B8M#2po&FN;dv}D zkz4mBgMo>hv8sN=ft10}AN?f4cG zkFf$iMYE;`p|4VL<}7vT&cMAwcsgwUQZb~SU#&|t%NnhEf#zJ2LL{Ly@8baWnxB4) zb0Sy7L?C{Y?@Z!`NRqt|_r))jQ#6G<5~86pJ4b*E*@MNw~}_t&5{dX$q?=+8HH^KJVnStHD434K;U z0tv5FeYbn80u{WwC!h!YEuF3xXelK(CT5iAD@EzFbuC2s>*<`6t&He?G;DhBRa|qI zY={*eh0AO79p;7MHD6~kLa0@v^jqpt z$c|L&F~hpT6Y51tqXoIwBq3O^qkydwRpSd0IRc9>WZ~q9N*M9uCfL0x4OntDK4O}K zxXI2dsJQDm4mYzff1)Og{9rKC(=x6=sw{8F*M9+2Sz>QjS$ z(VQs_SR#%h5o{ofZx16)S>*aPC_!nZOmcXF^AmKtdDbBay?4>YJm3LUwnh&jOhKa( zMI>yWnTvbPDs<1#5vd4xxY6I%2J7!H<%v(9>9AIfgSnYq_!fnUuQl+@Y=ZUCiZ2}{ zKKZViO^UvC&}OowH_Gnw%vPa>qE3NL$6>;dzx{e z&9%%dIgs@tbvmBwdNd)yN359H9ho9AjOzHK!y4mAIYGhric0jN6MAe?1nXep*PKR_ zd(rK&7o>foeME83JRjr&z|`_MOwqX|alfrKHNfPpNS0B2J@ba$j9@joA5U;-DX_jU zmaZ$1Zq7CnD>ZigTyupF8H#BJ!8dtYo|AnLYAcp zlw(bg^}`FASqPfyLduG|(?LMkBHFYFrFbyYnb9mv<=HPEVCp1O)8^`5`sd_^3JQH% zD1+$4zbm+_0>n}|q-x(PJYoP<8DB=31c~339vYMgh`483Cs#>t1Ef6B%Fd)4hW?mB zKuR27rAJjAYVpXWGg>+9f~Q5aW`l0kc#v_!wj*^Zp^ZZ~Sj`ZoxiN3OmdbSb?O1jR zze4k?3y@$fwokprm0L{QIr(eQN&!|uMer|n|}3<~$AV^DX?(po__B|ftA$LK#ZPOBsUef*OV6GEiq`y$WN z(~F>elwGVu&TJdpiAf`RbHr`UQVQeu+>wIg2abT(?=BWEBj7 z887hcr<OZwz=Tn126$5z|2tSTgsD1o%K#F5t>=_31QR_z>inLt zZG7#fgS0=HkkEN*?%amb<_sNqegD*m>NGQEg7aHa)8z-o@nx)SUzulz(2Z{bu@n;p zbkTGFnW-~NuMsNbjgAAI7$uU-$ep+6WGT%*C5C_Jt|>!Wj8ywBot$a-)c$Z&=-XC_ z9fL%fdvTy~m;>fvrOm-&WFc-kp4WMfc^ZQWBP-pSD_ZQ=l}B5_Mj1IpFNJ114Rc`l z)fK_$rzi0S%9|tkcsHAs$BQ%GF~TQ>+k^O$cWO)D7RSLycJ8PWD7eea9A+A>Dxo%C z?Bl9tcaMDr56B07;YKN1t09NKVk>$yPodxz2n|N;33`vEwo7N~5Pz3Qi=xQ@!npNO za>Q)XrZ<<^xR z4UCB;^!91Ld4lO^L=k6|9tR+lv@M#NM1{6v@qLjCNSS2Rqnp}O>bsk?k+A5kUVA#z|%(-QYs zJt7DlP;tS`t+s5x#6=}<^LpmI`N|e)H=4F)rd1-Jw<<91HU5Q|sC_6QZj&_;csvDu zQNFA$p7je5bBn;=QFnVkGZda%dO-tY9{EjX2Nj9{%{UzBMu%YPGxYJFO2Fn#Sbpz% z3ONR+&R>i@2oA{mLdEZ^SX}TjZgG=oU&>!QO*vj!iL`)|;XEfA)gkMAN-aM-GV~&+R%N|)Oa;;uf0G{@!t^jMs zyJKZODPM7-w_7&3=nGxQ4N*xO>ZHF-aX%=ef8v{icCGxj!+R@Ie z+B&3)V$CCJQKo*S1p>CsYeaEG1ofkNKRy&gc;e>2^ho#q?Wrrw;QsLwZiyYpA`*$w zcXO-V#%-hBp1jb(9)uL{R^ym@DX>Gn_%L4>j(viXQ$U)v?W^$;7FODLHh@deUGk5w zaOhjz?R1iqOkX2Y{^;BEn|`y+&p8xYOrJ5zvdyCPN6;gFD%$~T{4{#>ARv%z;~@2{ zdQg7F-i6_ypgC^obgf-&)9*)k79Hw983^0WDlg18oivEN2c4y2S2+qIpesI(iN9|v z<>)t43J=V?lIlky@|L*TU4cT@yK_2WY{w%{hJ41bqQxKn%=&=5a>3Qof}B(g@U!d5 zQc*~CK~8nAuSepoeo_i{B^}^C*-t*X?yO{tCcaQSwHKbZCZ_cd2BpOEd>)M4TS@HF z(oxO0^x{4R2Op2?cIm@~vcKJLRXw$P_Nsj#-W6Fq-G6n7bPuNgJ8D<;bv+GLe4v$N z?)n@@Ct_0*d=-bk){!f4+;j6%!+a{hQUJBnE^1y@FeNDdnc#eB z7AXYYENP#yTRpH&R92NjpZ6<3T~c|_51&fE7?KtpkY-^*!{Jo1YQ;TJ{(NHKlR69PgXHah?4teA%N^U4t^fT{NYN=Beaz7EUmnIU>~tNSJc{3I!b4F*p!iO#Q== zeX6;YUGf>nI{HW0mHJK1b!3+9bxw`&K{M~uB|M9fg^5kb=&YeB9@-g2Y5p^@GzxL1 z;lP0L9Wn~kbex`$&XWVuCeiMfL5VZ!cyw^}=Z#|Du*h-nA>?~9vzT^{LJv!61HdDS zr?6X>TQ>*RIZDREwC?A;qX=y)jX3}@?nc)}RU~IgJal@@D#JcUsQ05CK1Zx&4FAYjXs~Ii4e>6K%MF(5=LZ6wzX*hGk zZ;v_m7-8P!i-nLCrEBJK8NIkCj1-D<0aM=Ri)_-oX}P!`QON}ZDra6#uJ?><=!oqW z6yd24iB%bH80Od;T8Fay;GgR8DF@qPPzkyKhw@~>H~R)#caMkzpF zSN)X0z11O{+bdca+qpgQ)C}Z>aQv$D@tou?FJ!9Zg|~F^AOxq)o9@NXKp57OfbM;( ziP}`5B%a5;qJJCjn?1rgAIcaE;5RBBRQ^BUDA{}u*GFC|MzPUW)=RD6z8Q%JVLb5@ zGoM1LYIZYKtxMHiDQt^~hup)gnW78{ui0LA_PV*=ij^{+%FqC|U&pNkLEp3l)|1YF zN!{qFDLPD<_ESJXF(FmuaGhZ{Jk!Xnc0%{shio0mTM10|a zUZ3n2W=BX^t9qs0@vCGqi~xkIH`V~^+uzX zF$cqG;%fV*MnjF|ZPo9%caql^@Ui5Q){4lb0=5;zw6`$6x$bud_n>R~Nse`D!sCS- z8x9l$FT+*>6pM7sK{@i<)?YFC=px-@rl>PicgJC#Y@!?VWlK}HFGskZJKOp#8rFWJ z$wk|qSy$`LlmMEM&Xep>ZoZgUhxzG6)c2V9zg-Mi0lO8!w;0*n z<5`t~4C)D=u`6rs@aP%Kb*s;j3^6mPPeuy1yy(R;uo|5MS=5>V-TSV;unUpnCwlzg zre`HU@aToN8U$)aHIZT|fPmTretfKl_3b$X79Aefn~gOwJjO>~&%bnkBxUM6kb6oO zhkl69v!Q<_X)u;Ah|m7DsZpLtj;n01l+j2oN1@q;i2{1X_Uc65q=&ygijY!V!hG9@ zhB6p|tKS@f$BLZpPj;hUnfy~vy``C|ZTj|CXh~xyRi&_z=!;Rf_uKChd6ZNI z19Xz`f;)uV^!s)nlUV<*TJSgVhE-Y`@QbI-B)tl)&N*s6D>3S{RxMC4v*`3fF%}b<6pVuNxYCaQ4$mU#opc##Cv#3vi5I_OR-`ijhH?E$!_so%;xfCZX3u z-X^JEPptRgH9w_ujKd>_$aWHw@#5#5byvZMjn{VY?*UDj^7_`Q@ zGHfs@_p09netM(1Y$~Y3MMMBy&6t=OkC>wn!n37u(X@tV^nO1RRBr?^cak7CnYq*b z^v|?4&f8nA|86`?Qw8hsy}IzGMIZbt<35f;yZ&c#@+sI66vfWWwA61KA~$| z^z0lr(dm$xM9kcA+}vtz4?6I-CgR=j1}3d^Ulu(|wX}Crd^0v+(FcM@Q>in;F(c{R ziDQ)Nrp!b;#A>DFv}-m|duxYKkc~i?rJ$x=Sgp&8S9A^BfT(vklAe(yUG5uZ5aMCn z_%yy6BmvGY7{+NP-xIw$X5VBp&a~;h&dkuqGZpQY*NxU7F;m**r%S}v7i=Z@#+%ssUaxJ|ZWEp+u zXUwR|43C6=@14oOSYMgqzUPL#_BvpC+|oLGb;Z7|CYIB#>|JTOg6VGQnLPw3W91pt z6ug4WlQdlls%&P->n~HRXrG_g@3CNr1$U?=6UjhX|FX0Y9xgb@BD?XkEJKTZaHRf3D;O zKU$TP4OXF(ND>CXfVX4BQG4?B#VC+?(s!aYe)Go(IjOl1!-+Y)xPgfJwM@?#RyXs* z&YL=Qsp{7qMsY2CSLNi8AE)~qyO#L$e`F?UVCQ!V|U7d{aee&2P z68c1)!1IEt4CDbaMa=CvcBc2Qk)c*STKAh~+|1Nv%AlhRG`<5|X5b5GiX!&6io>^! z8ZYThNPyll`yBYb&H17EBf^q=s;wgEBiJ7G(@JRv07ep%7s}6Qg3zW*ZUt%5 zs=`Bh-tc%M&d~M7evA5man*l4yyKP&6lS7hHTz=iK$qP135=e9`|=!b6bD96HiAdy*zvou#CcK<29duF+8MK-B09=|8#&NUg|$ zM53fomNfvps#gZj*3%3Kyl;B*aU=DxnysgjFZ6I6?IS~;(kqhJp>17+-fA=qCFYVo zkg096y4;b6i%2t3!>kR&7{!~JHVo0IF%hq|Wvq^r5teWD-;ZMYF9^&}hHgPC?aA(r zqqjkVo5{r|qoNG2ehD>ewBqX5+&$9>9uH4*7fvC$bnI2L-zroL4opDfhLUELh+Vce zQ07jBVd>Q18<$)+AF$|BR${b|f20;##g)w2aUwRO%Z{Q*j5nzDOqZ4H&&mkgv!AFi zbt-l>WV!c`%mJ*Fy^EgEYwMT*Re+rAW%yGdAOWf;oba%q9uRcj0z`&TME0y+WMybf z!U~0iMt{GPe(2O*tSS{P2zL{F3x;Z(qMjimwGD0bk8wsz>-ql}`?F-pk|f6#olE|E zlJpJP{O9##0oWFimt2e9PnD&496PGJ5n*8l7GiDMSul;lY|4p9wLwy6aHAd3v)}$& zW*l5o(-b%6jguno+IQle(zC-?TxS+lzT@f2=xdwjBo%+cJ>ULY?e;;qlRgJ$@N1gN zTb0~UcyGausG>-`<$_VUDE}z$cROvPuJut!g*UavuAJk35;{^hG=W`v1!}M(RI|TF zA&xyHO7@wpcjP!JN_+Hq9A)UFRW0g;LWhZ%D%azP3BMN zYP0416`5S3lv7{_cS`)MwW!plUHik?Q5iBqPghYhC>Oc{m}x_1*VmWeVLSfOJ8eBe zm1)5a>d)pZJ5GxR7lRUr3jVf;uHKvWIWRln&;f};Wp*Y&#f}&-ZS5K6G{vK+aXj)> zh*Y2Pv-i*AH8xT`t4vHPS5`>Rw|@uvo3F6j@Au(->}W>b8#|50p(gW(1p{rWnh?QW z|KD2clNI8attNxICCjsX2mHK8<2aY+ttZndqeAL}Ay}n3wsxBC{mLoZT{s1%qq7X< zR0hm&Gi^IsgXBibsVY3c0%yC`UulbqoX>fVh zlB-0CC4o6}IUUhV>r{a_=(g3M!0xI^W1nWY!QS}6L0!dKLSFx&bH+eKW}(-mYr}VZ zMMIKtdi#(bDERZuP*wI5V;T_)QA;yY^PJ+9AQm_(K1(mjg#4YEB?qGT&uee>TbZKX zpMn(Aoncb``t{i~>5_PXg_ z8cwM9Yd8cdc8`X1Zz@r$BvoFmD)VHOX>0m?reo#(SP@oXE59l6A7hTCVd{40d1=A^*9X5wx4@Yx z!uAQtQ1Wy!BS*Mq?F%$1Z?nOZqgVXBg2~@oO04(%#0pnEv_R%qE#CrQL-AX4<#d>w zq1ZVXRDi2?DIlnlre@x8-mF`9NKiCDy*+Z{|e zdJR?;Y;=xX3o4O!-S@PfsGUr3zMYDXb51(z$gqpu|mfQn0 zKuK@^_3Q`hP=`W#)KYcsIwWeZczyV}_8vJtfB;ixZwV0QtU+4MwmGsts-aK)$@1QMMF}5k|0x28a#p)49 zQjY(76Le*o&iOVIe+JSL&}p!~w%_Z?>f7Sk-sXE~bP9A{UwLk4#vxf1&Knhjah5DR zx{$Br6G)eMtnM6G)&R%)CHYL1n)=XqsA?Ld{{BqojPJ}C0g+oX=#{VgVUrlJ=GlHb zfSVYF>`}LOF()aZ*kX6Fm$&-G6cPHUBsp77w62ry;6{zeiMo!53<>m8Z$S-m2CIeb z@wzVme#y6@i!ZT{@(i<=tGCs9P1H8?%AkU|u6+e8vzsY$lrvMW2z=m}Ln{5WYzZU_ zxoOPE-{WN7ZqF0y6f;#Mla}*rKbrsOHxjktvl_HO_llrW>sM<~AT!-1Z%}+B{B!kV zR(*u822k4*Z^(-pOkm4xDozmq90ylGY-sU4%$kuc)JHQ8mM*i8i@xiO^WBhnN8I!| z-YK3IA5upUnX4@EZH*^?el8RjL4?%QFgRTjH0N;e{|hyPRVWBT1e{9 zD7F)`!OD1fuL9~Y>n`UQ-Xu{@2u<3_-#)mDTWXG)smfrMu(I2Z$l?FCIKIkGp^G52 z2WG*tnpla^{2K5=CmLWNb94C)l*NlT`-WhTD7rOO;NJC!Bb1_vbhbqjS%oWhu{1;9 zlN()agLlOCglb9)uYqD+yn6ro4s=`UIzMOdaa9PhMzZbRoH1KZa5&?I@+IzVB|Qm0 zI5gTu!?0|!ti@&iY{ridVQl!HWNkiVn;PM6n@Lv;xTe>|j#+t-o%*@T7g2(C`TA*o zhg^hu8cje3_p-=RH1fwwC_?u;FythD$Ajs0?o1~th@M52Up%^J>Chl&OwTng)uh0- zm6~3Y)$U|$ss<%vqaDYQEOE<_vH?$n#lcoDq6GAXeB>4%gn%Rejxh}$^Z z*rw7!>Pauu1&MWM_KrlTy=_35b~$CB$1VV%U6^<1NvBj&4ai4TEZ zUgJA9PP>wd0X>u+ncHHcNcIxY)?TARKBeu9yUsP3P@)XK2@T7k=`gq(-0Y*LYkrN? z8*Xhibm`jA-W%n;1g^@klj&7i={Hg_%$P34Vf)oW7=G*-(9~3uKm&p_AmiHdXAVF9 zOF~$!`X(pX9)ip9R1f<=Xvx5Q91YhGvP{vxW#r`8g3DZv0g~mM&RyE^n*mVakAq#E zvT~H4HJGkU6YS+}lWOIBhgs-SGeMoLI$sksM=7CnqI+vLhKwSgdicW{=v6hsry@H3 zC?TU+hk(4zrD6A{xyv6Es-;d`y`k3lBlmRGKYZ2P{?CQ}KM(!~2>=hBt)5s8>yA4U z_436zOlt!4#(4l!+pAig|H>0ny$0(Jbs;qLO1`r5>J~t@P*VBq>2xUzG@=&@42}Ma zlP3_(nh#FgftH}RQdsi(&JQz2?oFzYkck}wwAUBr%_rsiIU_c1{M^;hdUZUUSe@l< zY6zvA_hC}Kf_5lNb{8i^5rY~_BL~qfEG1)+9U>CXJS z8AHG%M89dHq|tX`LAOul_8prvS;~@wt6gq=j2ft%<~?Q{Ch{Wii#}S25KaEOiEoEM zMGK!BfB;26y1!?ul3y)u;}JQw(Ufy!(dT4eQ@wSiWTWjpWn3 z`}a}eS{~xQqx&#QR&xA=G`;V!JgLURWX~;nq?q)+G}Z;~shY02%?5%!w!Qh>b)0SE z@ep%8odB5@&*Xqym7RyapO8aCOlrB3k0Ctjr{|Pfc>cWi%Qmej^!rilh(YjW?Hnm{ zie=y?W)3`Dm8gtvR@g~X^&a(#PIsVad+d4c6SXrF1DJ|rn5imWh#i?COUSxWCnoPVSvr*4)4;t#U-Yd~G zT3#t12i|;VNi1j@Iw`g0Bo+g!St;9a$`-xkYMqqAG|(>=D_ZJ1#LeU|$;qa~E6|)i z=7G1!)rLj+t?7`0oZ7vX&S}K%syRTat5#*&u39PBfsbmgCKs!I$`R48EH3(96PtmT zd1?l}*GBlD?x56q|9-J|ngb1OIv00SY5eW78yd!JE(2)NY9jPt!kWkec+r-ukdCAJ zi>N5=s+{Q6@x#bTn~|jlve|@gNCkr;c&tAXcwVB9%79yf@8};d}7Q-bOIg6s04dG~~gnX#~3T zT3rOa>p?WgWj-zFLKHO9t3_{r~=&x-lK zU9W~@XT(rl=16<-4pWO!V66FW5k}J-kDrW5}q|Jw$K7d%SkP!=WdTB-%du-P}@g&)9M#;05YAw8);;zqpx#wn=8>4un)<(>e&%jl-DTzDQo59Lv5!@D-abNoXLH@xT-)JoUVaTNn(s1`1;|8Wy^+X@6wYk5BM zs$7MWu?`xwwyTj|?~b~vp?T_cPBw#L7~H<;ArpiRVf?MI8|1Z-E3 zqI6~EY_Jq2`*qbb@9o+S)Ju+R65Chh^dM#?DPezOIL|kk7nn{jFA9Hm_3lzS z*gpZ`3@1T>eaLX!p-VGf%(v{%Kyyzi_UN+=6b7q^6G3_%IgUZ7tLD&BgW50i9 zHbcXC3ATvtGCm*8PAPxQj2RL?Sw8q)B*C8agKv=Sl@(gFY|q;f|2!&-j-nC&HHuL9AZ{6Z&Vz<5+@6& z!h$DaYz_p%!ICj~I7^S4ZQsC9HbHPYopf^NQmvnC*eWw?W_DZ&FFkK@vh0)8 zbn8u|lyk#_M93QY5;8m`L5IV=Yr0EiT>F~E=&cTpd*|&FEqqbDyeb1Fw(F3(lgooH*H>eK)eo<0kvx`P%u&){ zsTG4BeW%R!XA-OcoZZ~a75Ddh3_Xot-r|3aqTg0~ipZdM{sJiB*4j)0m?hCzhZVr* z5rVT~^r5DADZn6CZWB89Bh;>WG$PZZyyi?1)MjFqA>jM(dNMd*?H_9md8ML0xQ1{y zE#RIjs|`|rHqa6^*9^^(#_Fu3XdHnRJU@|#j54^`Q)J(nqTdJ zu7?8l2H7yvw68|Xr@3Yv`iTFCKprU2EBkb+8yxbh|G|km)DV(FM|Z%YB?>yy(drj#*?EzUC8(P0`C*_goNM(oz8-q zGPEL39r~p0h|ay}z4?n@F|dBU4sxl`)tK5FK`VC0(v$n?8?&1Le5!w|4x{Qp!=7<- zyGHq;4(FdqgMs33@tIk|rqFTk-Y#j2WJ2guc%PwBT;+cZqvh@K3wIwPQ+^8P!s65x zX13rm(?uClLX!t{)b>~kAaC@qGDG^sDNbQ!1BKu}NFZbToByjGhBM%-c?=zyifi2?!x{U7UWQmq`kkVzg=5Dz$GS} zt>58TGxnaFY$TMuwjI73Qk>w*j7k1FOfDMP<6G14hGDH?>KOAK`|vi&-b-#wh{RrRSO$Hh(EEaPg?xq<1MW44nFZFFg0BxjY0PM234mA2WiN zsGjL+-7L^Z(_D8!qRm)zn-Ew@)5vfIQs*}ynUODYSoE$uqsS)qBx`zArX&v}zT}&M z>bC?HC0$!Z8b@cP8Ek_!^z!iA+?6#L=NW`uId!zIzs45)i&N)c zpt;8|F?#qKic~w6#XiznKpwaWrdY$8XGL3PevZ4QyyT%gZ|nd(Yu}esDS-3&&r)qwF@MmE4-$!*UV( zS--sA7!0PiAwy<9#X@T*l+{ATH8U+Ob~Dv?4vFNF4^cnkKy#f3nb1N!cV=8Yb2tBe zzugJdsv93-&(XFgkdhiBI(cS&i3Z^(vXFI{_Y>ouQFr=_nsbAwu-4uF+~QbA8y!_|cXq+g_NkcVx8x9=TP*dLJ`c zd^M+%!&K8wd}QNb_47$@;0RHWW~@W{7||OG4Rq^nl*KK_~{{`4*pIJ-$dsk%-bJ_>>h}=Fxu~ z`()thgot(0HCXOk&G`F;3Q~)2!P(W{%$dW+Tj=x|6*zAGTeTeUm0DA0dHRRL!)Y9- z|GpZLCBy(hXBWO8@Meipu**r1bW?OeRtOB7gep%_Uwu5CMTd~MIe8E`R`l+qi&|<5 z2HgwJTZ@}q)a-XsUMgZzrhS5Vmn+yFZh)dny*#m4{IPbkUT43l1!;emcpI=L_KI0^ zNLlZ~^Lu$4)XAAR3i5hofQtzQr|!v$v}q(7L<%4x z1h2CkmRL$(cK89bkPW>GOX5K{FKzA@02*6Cu4!Go-20f7#d_-_V558N7AJg=v^e?W zvMuDT+qv=_algfMuVJYgor7Kf`XWyZs8e1e2tmRjYAuy_jz1w4^pS^GHTwbwOV58X z^LzC=P3=l$I&C}D@Q&?Yr?0m*yZaBx+YRh;bWYOCymXNjN86KR{kBet*|iv5A)alj zTOMtS+wsT2ao1Vzx9hcDyfIEb2+wdG%QPwZ*Op?HjaWGeMcF6n^(yww+Ed-VSzO16 zeNo&m1n88Pm5~CWQbx@_%Vos!;=te-p_I=mIrXpj)I{MR!JT9Om^fm9TsIq_Rp$j1wI;znMH`A!m0- zoU4TR=6tx;5|U6yPo=R(P|H`J{Kw<(gc~4ct}f7*loNI%BBb3A?VKRG->!#Qv zl`@QL#~vYS{f+bm&YYS(h!KRfxx{bB2LLCL`fUPobMxxpqKKjN+z$@D z+^g5@A|Hw zFLd{#5TPCYKt+e8PewOweBG*PZ7u!1Da_Y9Z6=DeKnsX@U9rYqYwF1HkI7;PxrlN7 z!9+H+xZq=qkuuohHqD4u!}lJ1CqZfEpVNw*d9dpG1s&Y$Gb&P#Yb8P4Xfx#7@5~Mz z2zazNVU0SH7SgdZKBp)hF7nUmA&-Pe0ZG7KNV{bxKb>))%iiTY8wwe}BODq04BZl` zYd^z>b{?w)zEgcScMOgKJ^tuX?aCDwWsv!s=6pp?QvU4~hB=f*LmHSq&2Z%jlkqX? z#16iWr_Rs(y7yBly^^ZKIt12-T3&k-=>0%vFuEeVt{1g>~d6k*Fz7k{UfT)Z3 zJ=rXsA&}ru`JlJGS)&UcVz~#XMyZY+_uGx?cRvTziBOhW$caMj{yY{h;Y<3Ye-g(k zPS*2HAA>(AmPzZi=;4i01{$_s^jM6%N#}!h;t&dbg>}pJbchn37x6z$Z#g3!z((s^ zYFiwy?CjO23x%c0GAIO!J(I9|edeON3~D z&5SPgk3P7fCI7Kacx833>IERiK1s^1qJHS(w&kfSlq0t&h_f&fmWkufTk(m5&J{7G z$h^7LAk{(P*tkw7)Sa$DArw{Bs}Jq0XqAtkZuZ$98Kl*(gxA%I9&KD%Xy4D2^sqexpNx}LB8y_6<*@6Y#(^`s=UZ?wa zT<|fR=*5%}MA3R_dguM^o4{w0mS<9i`q3nW<5XAo_5bhEN+K+vT5;<^PYhV8fowtCE`5D*0i8b`8e}a(G|g z1ZQ{%L_oyRZ{vvn{>cuNS^xHtqhq0P#n`nqIhSV)apS1|8?NW(mFjitGcpC^n=z>1 zr>MBrzpGO=gdVv;dt@b4v3}qydVOhU_-*F|cd9a1#a$P|R$V#*(YWw$7q&+3Jw-Yj z62&Y#g31utnPxHdhry>rWrHhV&LomS9T!%uPDa25^hcqeGhx@4E9OyMV+^cgaK{c9 zt`H*QnO@NPvWzgNI~U?WL|qn*@8zh(U_DWu`cKYdaSW5YJ;UE^om-QF9M+m1 z3%sGzc4FaAxGLfu9l6bKONF_ecxF+r8`O zjDI)!1fnu+MMC9_6+|0kV>eVUM3V_|AeRS`o5fKb)>-72W5=EvPk*QaERt$EXi%pX z15Il8Jn42=j(L8#DE86Xf#&*i7g$e=CbmROTPEJl8L(vyL*+K&h z1iNjo)Q2FfZ4hZSsAB*Ya#tQjj!gp;X4P4(uW(W^`)&ZQkyM-27%JFHzWY4#YbDQX zgfKsr2&mbpYbL*wSO$Ls^kGThBE815R@x{rFgBWs+Pq}f*DnV+S7W7YHR^TOD7!Y+#bQxcs2`?(mNa#n&48rkI1TBxJjU_r@gG=pX&suwmAy_N!yGx@i+VU1~f*hYKAJPod7#)hrP!jID zyiUxjh8&CMttT=3*T1v7w^ZGox3$mjJh2qeN?DV6loY zub#mFEVR>c+P#G4-G2dSF!*QE8gMZd!6y^m;#TCsQaV0~c_#5?nTf}Cky8FG0uD@h z51=ug;&tbs_ddH#Swd?YW#mLX4a93Gqx8d%=k8qW{tX3#Ws->~a zi#HN6!3T^}tOGmKHXC$)H^6a@T<2$h`DWS(r^&-0LYIa)Okn-0QQ;cFr;BjlDto;r zQql41AaHeN6a&TjQTua{nstz|;M<$VR+)PP-JoYk%R#d?{h_aU^h^ddyCtlx|{WS_J6?5Vkn5n~VLA~plUlkZA(4-usWR5gqUjZX>vVE| z=`1@gv@B+u)93^y3vP8HLXG@{dFagSmnTsop@AYf?z~!^NBCY3m6}XJXjr-WY#x&K z^^sc3miCC6q@%OZaT;x%vZ~$!(_OyZmd6Pp(GS7H%}U?dr7bQ;bnT&eVOZ$4@+9i? z8p1=^xQjWNN|l1e;A>lTp^jqX*eQxEe;5~KEI48J<0c{!)0 zeNvu{?js=_PfLSQ1Y4KIOwG_PPNg3%Yxb69VH>+!^f>G22(iGmbxqU-LyT3dr-1u= zEI?)>mAUtA3dv>zb|@^>dos_JdG8gOip$gpD!jGqqlpA0 zyvXz#I;zgE*dlLfAqBJ~uM1?g^3BWlOdp)=I(OUezBy*!I;~72m@t4wM%V$~?B#t4 zf9_1XwatL3?ur~6r&0(ikPT8t4RrH<`qP#?O6cRpAPsXNAXY;jbu#zo!$eHO4_2A|LSje6hBnMN~*5$fn?^wjbx8m(gk|Q&?p<;s#=2Q>w_GD@2tp4${Ynlp#~ePfHP#W`buM% znSW`S*kSVB2+D5e6+}V?IJvJuG>S9K)BzWoH-J5I z{=l4R9eLv>Y8%}z^rKjF~um5n|Bw1?u|4-4L2btfUic2Aq z@cP=C3vlw6_pcV&ds8!8*JQv45F9+mrPVfv@*N^|bX5Pfuk;ifE)%!!_fdyHVY=*E zc6AwZ^xpQSmN$x6bu=$ZeJfIE4w=+SBCG6$2nf{r0v@MohcZrQV_K6oyiOZPm>ok4 zF_^5g)_8ZIKqQh-d9GSjcZ)#+@G51nIK*T`sGo;F?x3d9nSb>c6CO_spR;;q-mW>v3>Ev9M zZZwVA;arjT&%{JVpusQz_+1A76rQ!~XeJE*?hq@8TvFgNJXU|Nn6noM)-m;{f1Hg% za!+5TyV3u2@C3-OKQ`Ft#2`toU5{$f{QI^4^dztP7|CCqi98bM-jNKT%};K~rDja6 zd8gBWiQ?2*crd|rE|K63>OH2(y3d^^ja$?8M8|(6P;pp zFFJ^N-VqjY709?9yBp}f;D{M?!RbuwAJt~FU<478C(D3bqXvWJqA?lh)^uA#DZK!pPJ|s8Dz@1^p&o=Z35c=KCdan}a zb)!ivN-0z?^G_FX-w=ha|3JEu43)J@((>;Y{gW(r;$2-BB<%TZemA(ciN-W*<^^Nx zos}?)q||VzSEUQfjqa?E(M``Rpy_Eu;^r*ag`x;0=kHHqT01&V5%8n~C4Vz*M(+27 zEt^+eQyRC(5a(*4dyCw=RpqawB7EPs;@|wb_u}+$dkLJlJ{`R+(x!FBc{T{|EkWH| z_>0**(2~A$CLlh+IKcnu2bbz9ou&u}8|wKM%t(zGvtL(#g{}rrL&x(|u;njbj_R3z zQBZ*w^~QWC!4nP*Wf2W5v%|;ttw$-peFf|KJbUPyqOujir-mlEL*88Y<*Wi70zRsP4Xp%X zn5dkz84*+H?OZp($O-_gs#JX#--6o=6eeYwjJ2Kp2FK4?YGjiBJJ{<)lw78gR}@@? zJW?B))KJ1C-~g*ab*i)j5zt(Ip;NTznugKNjDAe(t7#uNGhxj0Wv{NUo<=?p_jqsV zgK^-vpNn_LC((~QpL7BC@Jx#I0$Zt|+y{(vi|Zx9H*mhS<^DaS$rX?Dur2@!qL=!2 zNS9FIKfiJCCy5QAO{+1_Jqs;TQIXwebP2VsE@hevM>HPd3L5Td#yVIciN8ygN8?(J}t9vh?td76C;r#b^Bl zuV9Vyw;h94UTDbj(!}s+G;dopy{iRtm*ALcm3pZOqo51pbl5$+hWr`zuNW0z*-ufk(^YliQ{7>{rG!cWr>DbF_w@}^*?!jrzD2y>(BtJFCVP;{OuQDjk&?-%+b_= zN9*KVLkl#OI_|OfyL+hX=_!%+!pGOK*e@JUUHCmyFENv5(QpC8*DLb>G&GD_@W%x9 zeA@fQ$YCVN0`h~3GAb1Z)8NfU%!$lT+Y3%d9Y#3KcnC7L5A1YcJ@1hPOW^mJ2qH(Mt0FLE}*z~xVB0^OVXC$`<+VP3}ki#u*@>XIS%ft`h z&KY6{I-pj40a}^97982EE$&PB6y-V0Pt4Rfqq7lqef-?8cnrA0fRvHt+Y9635g0jVbl3 zP>y7n$+q(EYSwr1{vTgH`MK4-p2K5`>11CkZL5y*Eu?j_yt3@kJ;m-2^#K zmNS3D$J>P!!RmX2n-;smgFMFHG6?OlD}CYXZnHBnk>TAkl)6Itg^yOXIARMxL-*0!2#;gY7q zJ2kd6WRc0Gn>!Q-@sIj{#X%Me=)Dh;lx|j0y+vycA5h=9;!BS{wA376)<9KsBY9lh zDKqw_mu$X+?J`ILBd1ggUpoOBkEBx4$&2ggU9ZpD!D%5a*wOmV!|)zyD^kyyCIY?7 zmFS#-vA_=`sLvY?kS42oGIcM3oT7rfC zZq;@=!2s_Ju%zniN12%JiEV4Y~ZBrIx3UM&!~)^@$^a~u=9ue&Di zGE*FMwcwHgxY}-6j7ZgVyOqODxHyn9EhV@n!~yjUPyzpe?fXrg3aUr&ChmDKOmoYu zC~KO{Hg=Pug!lKVbnT;g!X1AE6@YAgpOiU|8+~S->PZ?>SGBcKsOBtR(HY) z=|OJWx4#*Z#Kjq!kFm;$+;7crVmz%Zvq)N3qY8q`wuNujOecpPAXhz_;mZ%pcV=Fq zxQq(mlM6)8UAynGM9bZ$ddvvJ-QW=dG}W;}iD+k^FDrO!BL$^*qjtEvlagl$K8JcjOO2UmS^?wO$R<9T~McANyZ51 zRl7YagFAs`(N{PzaKDvKcpVTRR+a%u(mgJ%ZwGMGx7W<64Ws90v5m|aOPTo3cIRZ; zGf7&s&Q%0ySoApJ?xc5E!{jCAObzx8%+*gx$IlxpwgwnpTlRb2=$ubWPf=3Hdh|4dywK#}?SAemW33f|60htJspVOYKB-2ZJ4AE4 zsfQT&BMd@|h#}#M6v(a7HFc%<-e)&SIGy;g4uaRaCcOCs2BISV_$uzo6B0lI`^-_l ze}w$j?FtA@0_yoW8N82-7t!m_P{nGuc{T)?%yWbUONa`tji?^d8fBW!o?|nu?1 zTam|mwd_z~KD>hbkRr!+vk1I4EV=|XgH>^}W>Yw%h&%o)t9^ck)HN9Ep%`zqG9f(3$-2;5@E)!H9a*XS=PITm;!rhy5QCdySI6|xz2>QA_*xQ% z%^WO@oP7lf))hdhi!ifDowk zR%$*NRocPAHQ`Wv*0JGBe8M>PT6cFsDu268`|N(KR0nyEO26}rPrZHpCu-o>%5ME{ z1^)l{p7b1tVHJ7`hz`o00dm%tS@KoTBiD^s1l%?PaOrLW#1bhpc#F5GLd9s;L4V8$ z+GDf_@cR%@31ro*wtG89#p!^O9@hkO@#|Q}Hdd@$Z`JXdkDu51jh*<5{h4}Z$Xf61 z8gaM1EnLbn3uXN4-uAHtBR;4A14Hug64r;dhmGA+zl+&Y!UYhRxO})fxRO29qedyD zAvKiM{o_y^G5&jAoh$aX%NeO@LsTel)nugX(I>4sKYmDD0)c+t#%d0M|6;VmyZ*^x z<{pt2m*$hByn~@nuVdpAf$nX(g@wJ$!)~I|Ez}@sF(<3_1$Q+D_9rV3=X6J5yam*8 zFjzysi5z3``K^I;rgy3)QVWw}@ZO`?RPJa!Op<==%p>IMGrg_il!a-Wz68ppm?v}? zI{HW7@?hyRh67824%tn=UW4mn0JxOmfJZR4$xC?UNm9QM==GZ&fgYK40l;VNT7BQb z3d6!=*8thmyc6P0HdFSh-K5avUE(QzOO3ZbacgF_{p%+W>hLPz9N1>5QJAx+0M9t` zp~B!fVYA^%Y;I5yhogqYdv98}mDi`gs+eCZYnmvmeu`!&o4m3&coJ+7*6#FvdRXZ` z#w!$b*^kFbB|2l^OJ7oZY01-lpKSk9P+dS_G!z)S@?voIc5KY6XSNv$XV>z9!)F`^ zz!aix07E})t|doq_%s|U?0cBgMd@y9$?&;Nx1@+UxJ-hZx$P-=3C;;h22 zT|tU2VCO_DqxH8w@m&rF2mu@#$GOBSAe$))&X0RgYgBAU^DD`dfU&u>n_4OLwv6w5 zOx}3Oxt^?@)UvfY@ojJ$Y!sWzB9RTwL1PZI^_swZR6pu8Z5dTTF_I@Cxiv`wS-pPn zbo>7(QNK1w9TDj^aJpH4Fpb{SrK7gYn0oR*z=jp|88z(0qR6w}>Jx|AmoA=&?u=0wc4>zZLT`y#q zGu)GW`0Ci3 z3H@k>u%=m*U-Y*ir7C$vz$!8Ff^RKx*qXjYpYGt-)1NNHjvtSHmnU&n^1WRGma#Hz zJhb<-x|i)m1Wu8?`0vV>+uYe#wv!eS1<~k_2vO6zy5oH2>=9S|+hCSQI6bD}cRA0F zZ1I+e@U^X0A2hIY_>|K18LE=Xb3ktDeEehEbqH^-uy=QrZc}pmICTvj?r-x^fRWlV zd=B4rmD2I8nR|wT)WS~y{y9BnCizqw5p*Xj4{+2;eUAk%Z3Us-LREp&{mXEE6E8rF1LV90<5|DZ!)NwD~~49KsP(ofgCU*6_r#51kOT zv4FxlJ_XejB<}&#NN%9oZdMu}mgDVL;ig1;uMUQN(;`S_xigg#0rJN|1BkqBPI^nL zswcz(;|p(TE&CP$tx3P5bTfgRwQ%`Q{dgV%&Afb5aa|yt2c##~pu<`;a-@qotOMG| zF~0nrO#9Cs>D$!29c;`CSyD-fs~*jP{x!yksk+C2=&IVz7*KDxUYmB-S5wOQ%(v=a z#cs-(Q=xLtDVFrsYZe9s;7N#J)`3tmO|DVvKB)~X=DsQ95NB%AC)gSi;3s z;6xRNj=2FS(sZ6-iaR|I+-F(SGn$pbP5cwa|6^x=2L|V#S|<7^qoBnKc|5WPDl}V0 zs`MA5I-D&wng!#=(U_IwImdcS&L&;fJ3uPD=m7H3SQwY96t)Lb+8^oDsu*R|M?-0R zlt)#uCZ+i*=}~7K?;S-e-_ zK$2&%i%-hbwkoTul8Q}VyJ4O}C*CWO2z|%fVH4PY|7Q9nD-xm_CLDCj<)7V*AM5|$ zAN$8^u$sv*b>9rfXK}*YTV38NVaw4Cqnu%8QJaN%|NX+cfcfgn5`}Fp%4Gf0vWi04 zqcbKb_ghas@2c8nHwAh+v+$3GmQ|VzOIr+q?3PR+dc3JwC@vjJd#b^LbL#GBOWUoq zFMo+m?T<2}T4=U(u8z+ECHnL5IK!r?z!f(odC z)e!DMb`jV4Q?zy0$IL5<6xd?WeSDpgodVkCTxm;UH&dtP8{LUdmGTNz8Xgp?H|EZ;2ot+}Ealx=QItR4;(nW|wx4|e&G#cE4A{oXt8Uax#A zKA@pda&;%E=dYV!CD*%Ae?>WPsJxuY4d8ufh!K>M6#qqRJny$v)LDFstNk*I!SS=+znlJb_nkVZPH_RaI8@j0afX&|C;&WjwH?vz;t;FghcH zy75HlXgGat@%Y|;$;>n5??O5L#dw9R6+`kMf;(va*F_^M;y;<~yi@#o^+6~_{C<(?m+`YpCy|=7!>E~0O0dKh*RNv7O=|( zm_+Z$R|viKHQ4N}&1NPH+HqQ~E}58dpn^?s)BK{sv9#nJWXs2{ovu?kVqU+Xj22y$ zp<(rUTj@|5-dhkt=d$HFSa6z}u%PGOk?n)J+e=INs9v+=$ zr7n)dsv%C%od=~Rzyv9x*E8?A#HK|N)D>D9`aR$(t=((@?VL~KrU5yAo+*|4(O}71%=MQJFd7k|h(s*1PI#&3_Ek+j_Nd+!qJ$T2YVJZfHC& zb}YZXP7~7Dj1;)mStj*SY0XHjPHW3~^E$(Eis<{_{Q)m8@VA?E1{;y%sO4w_g;-O`xv7TAI26ox$f~W$^Z$6lUUS?K5UJlL2JB^vJxD1suHDDYHyoG%aXI0xg}4T z9&I>7ditH4MxOYwBwW)z8r|F2cz8}H{HJ9B3j(Jek+_^1W9}afJ5O=&33#rA9MEJg zLJXR&{W~*NhsrTeC|`a8fHI@--}J*3rqAUZnsPiP=AxG zh8{%PoBQgxhqp-QFfN7!=wyG-L=2SU!xzB2uqUi!S9+lR9Gr%vgc`pt_Gj!Re7I(! z&N5~eEj7ZJPCK74LtTrYp!Jha7wnq(3jIr;V`>&46HoCI@?LK#n_d~_P zFdp3}scyO{@{$rNIt6)RHvqY|RFRdVunUJOlC+lPp!AMnXel;LVG z(KIsloz6Qt*Yj91VAHh#OTOd^f3?sStZbK&sTW43nv)Qjc+*DNnragBV6{xCp!u+E zg9+Wg-vo<^Q0AG;zs1XQ)lGEC$eDDlXeJh2b02;A8s1tb5;Sik$lBapr>B-y;At+g zUgfCX;sgLU;xd1gp*tKv@3wxH&WpQ|ymouL8#%S{Ql6E>%D~hto=rh-y(wkJr`>5= zE=0|HyAJ_St#TZ=kR_E!=MWc)68T~Of$2Di@8FXX&AmmJc>l;vePOCCGlbEskp|+m z_1!ijmc>sT)`<7B8&6(azs|e0e4%Mo6wyD{uGEy?w5ZmX`*3}b!0KKDvG2qCLv4Q0 z0HV3kct;rC9GWbbE;!QN84}@9`w2oAvukjWf8CU6kvRL052Ei7bTak9>+WLWOk<#V zBILjDqsgJ#HRRhlSB(vF{moZ|5ac~z5n*S%RRxmozUcJ;6lq-oi9q1FS8mmkjPzPE!FSqq` z9lxSHnGHi{i9b3jm&8k=o2Xx2TDRH(4weCYxZQ1p1+1sv`mTCcc+9#zlhi550NUpg zoh1I5u;QkUi7atf#5qCNj{s8FiIkiwwXgr%GK6HtJ<$7#kyvVr><((E2ovWpYH|W} z)Mr5C792UApSqfeNX;~<+h^i*r=+2;Dnjx!{uf@zg)Q5@*e`m}z80h)n3V|{Q>@YV zrfc_ZCih`?g373kimn*i9NjvY9N{>YFLZthT>Zxk3GdIM1LlQ+(ja^k4)Z>ovaM8m z{7L#z&ZUZ5o^%TQJ>f(GTob3eP$JsiRHcS$bQCEW`^DV6m&Z z+I5IM!IkFT_GwSkVjT78O%q_IcVfaDYl|TdF@E-ak}mAXfMFRgHyaEnQ;R18yimR(uh5;2E$uV;m@0G`~FyrI^Ye({M zf@X&A3^Vi;(cO3#K+Y=E_BZEx`+nc1STX#spTyGBD4MmP_dK+Kq^+WHTxW4IY1fN| z14f#3QrF}gV})?07(Nzh9*lyM48tK>+kH#ra)1} zF-=&>nxK>8OTLE&-M;$KG#5!UcAQ=qXxtNf)lqt9Jnh%MnB5#*$7ANgmDr$wk=_f} z-B53gtJTOluW<0Fj!1Mj%JG9m+Eej2YDEP5bX(kay}KL!{^c_4f1*(F3xdY@YpHt!ZJ6P8kXrYJ=Ig~Qv4 z0CG4PVdC!xA+%H!{g&;RR-KD^87KpDi=-Nr$ov;VBwXyCl5F%{fiGPY|8$l)I* zZ-3}KLcC(yU-2N~pmeOtxHoB*U^T8^m{a`}6>~0~g@z@^M(?h4CC}W!&uD#TGjh9~ zOuhZh%SH);6vd8J?DS@;>z939&q`2kK^~gF=tRCy>WXeVKFJ;x$*a7!rzvdh$#Wbx zB9{?q&F-0oan_90l4R)q!z~H7PzT?4FWoZ0DV0G9SstOb(2W_HiNI5`RFfWB#=RhX zB2XZD(OyHyK0e7*%_@aQI8mt*^5~f+E+C%}Ah4Nb*a6q+2ZqEt9a*6LuD~L`;pB1E z_};*B9l+9AgZv8O=eh|JnSTRK2Q^rDbejNZ56r-%`ByKoC0IV1=M94`{P;|E&WIYD z3uYeOLc{N~znv7dKFCPgY z2V~bgD&EjQ8o5FfP8GeTMF@lUHo>kWw-?^48tN0lf;$qVJGmQV`wz{Rw$#Veql(ga zyCFh-(H*7T*bp4G2o}RfEcDNbsoQ7>6ZV9wTdh6B#&fy@*#&E9D0WPs7{y5m6I&ql z!H9wbse|L{4ELw`IxV_{74Dx}+AZ0umCyOFB$T&6M}0*KbCxU`rn<~U@p$UZaFPlL zeg^~(qjt(^&R|&WVygUsJHLbQFijL$DF5kIKh@U8+Qr2<;315^V%Hv8KE;BO;p>Q{ zgAZC?Pjg-A@L-DY)RSn>I#9H-$9Ok^qwl9%Da zPB#Z^;F?w?#KNj#{tyzv54|&^THLpfYgUl_w_Txl{a0~6%unq^RX8^fXS>fl$Q4Rh zcudv)IJM8&BtyfsEV~d%R9`JO_4aBW^IWzne5Lh@?#|_$Mj>BU*s@_dtBn0n-FwoU z;s@2c^0wz`L^tiXG6GW`l6X+zn7OYmm&7nd!99O9yv3d1PTqt>IxJG64`EjDC$3Hm z(btDvLGHThTf(+=$uS5yl?3sw-Ur5HvasS#<0)&D`M;|A(f>ydmF}FSw!ftu@KsN| zSwURnzlB`n#tkl_V)CHW`ODz1_UE98bl?6RSxa-2WJyVU#COxOQ3TXjU3nc7%UW@y z>fr?X$KNHCmZ1;$#|`-d5j| zlJ6>%D)WmU9eW5S z7R*+!ZpAf566+Z3SSfTrg$vW{8UIxcQ=Doyr^Z*1t(#c9SLXQ?yYPWp;{|55$MUgH zL`cyw6WzOfm=)WXf8*61N5PlpOCe_nuTz=o#FrLcb6kqlzcPXsOJ2a@V73ukH{;;iTR&7*NssgSmQ~^&PawcIgXZlRSUoP zSvduMKmXw|qo-B@!<@1CT6W@7?Z={hX)4LBK0*Vu@PoxU{KOMS^T^e0m;Cu3C;lPlzTFzSW&3N z-=j4F&o_|{Q*&A!Hfj(|?_VS*!*mXQ<*q?I^aG4QZEXMB0UziRnmnHKxrip1= zl+jkOD5dN?iYvziZp?263S0%>j`y{lrbYHhPhfVH@IorM5e7Wdh}xsBkK_FP;mdqo z2#0*7WSX=zWNDVGhvUmET_~bmX9KjUA4dBepO|^3kDm&9${xd9L^wHuJ0?mies|5& zxv|&ns2hdOcsoh?vMD-EVc+eRU&B>2MTl_LweuyKd$nv>W92}Ooxun0w-#9j#;fde zC8zq>G)u8xn3HlpJ1<$ePW8jN_Wyi63_Zkz(ydx~TWu?!ERUeii09<$($_xm2@jyR zu{R&*@#xv>!@AyvwaxyN_pOsbNIdP$-<@Pw@>a)}GNl(}6NM%o_2%6-a{rUw87TkY zLf#HwH#JQ4)cztug(mplL%g0EEs*y z>?Aum<>2n^A}hSnE8V_f4jv^4mJaU>@7}EKoQp)SFo?T5N2UAW=_q6U$duxT`#pRk6H#2TegMy3P%$}6)~CJgtC#Of z-}r$}z-9=*?NBL@`Qv{S7ubhl(6(tNE`lQ+K_CKnAl&b5Obc3+>7GU<8fA9?Vd40@ zgC%qcGOp#F0^0ZR9kfGg*25(8OJ`r!s-T&*+H*Pr~|j6OOhv+Hxin$j4VVKH;#x5EK4CSEe;pxg-%;aA=QvGTko)Ee03*k@gX#)`BTYW0 zj;<_f5(e!L-H8f7e~@)OcnBiGk;GRON&j1?00e79 zEQhvTDC0_?Au3BB{ME^(IjfauD9Jnahqyo@#QOXN%`50zW|E9}x|3>DRPSnOtu%qW z4rngj%-Uf-91p}^&7--C8HTz@l^R}iv@2x|1q%t$vh8j|A>bBY!@3kGt$TWhRrV&B zeyQEN#Tw5R){a8bmC0Fs|OLAj&$#&YbCIbsLee z(QN_P`rMJ&kG1M6Pq7KBB|R1H(kTcNzuhv3BN0sTYoP{4S#ZMmw6FBE#I4Dx&>au< z?`mcI7D=QlC(r;49ADitPLHYin_|B+Vf!>)I~unt_O+{LF?=Sn?C#z(Nz*(TK+z4}iLakiR1|OTJBE^1 z*LHhQ5EA;NfF3iBRz9q0d!!Iu{YpC3mM8;Cuj*P52cP-SS<2GmFO?4Ah@gEFtpmbc zZJ31;>83?PiTdjWxYm_0mD1XYW+v#b_Y@7=T2RK%lJGQkdw>7;inTDQujB#t%i!-u zm<9xS+foG4O0APuNVw43F#oJU!j4q!1n$KlK&T9=MQ!iOdT2B$>fD^-VDw4N%eE(l zmiLDlz}%MJ*4aIhZm`z=VsGPI=9qx(9LEhQnJU%FaxE~hT4;+N+QdsnJ~Q@@Bh;0gZ5X>)CU--wYLA;pH@@~bQ8xh%3l&G6oup84l{P$F%9hc|7Q zEbdb?6QnpI9xRmE>Wl8%wcwL3Vu;#=a;&a52Ojl*%XCECTeh`L-#w+4SWUs}%_&8( zEOuA4Dm#-mNE+|{i&Z;8g~M_1V7)=-waEQ#65ErX=r6#34C`ja^hM_YQj)Jz{Yg27 zo3*`O@vA5TGUBwqE{Z)%lhiOpR9F7pE%Yw;-zkez?K#4ui84{M$t^4o{_LO8l={-| zedjcx9=1Y_)%HT7rll0mvEvoHd(0Ti)j%gqDK@b#Xj~P~!(57l8gA)%`Dv2s9Q)I& zW(GJz5+O2c?VeOZjfj5dy+{P1xT8dxqMIPBYmU!FAm_DyD8mp9p0fkjna-E_ltizj zTYd;6=y-9EX_IWOi=3SH#`Nw4*O-;uBhCcua59XF#Rh*sm6`vdOn#^r~B$Atwx3-{9*L*`Ic32pJX zSe{QE!3P5)1*BftVp%Equ&!u7RPbJE)hUy58#7K6vsbHQ0URnCX|T%w)%g6M7ve3? z|C58VWM}%Y!#h(^!BC5-sdtz0A5vxV?1+{RsAjMPDkBX*ubTN=+yPaQPS4=U^7*7I z2Gy#aYHTi*rK&%AnDyHrYedSoZZ)f0iVvqWO3B!zwy701)X4$5If2PGB%K{1uz01i+!Hl?3gVnzK4E zQ!0Mb|K7uN{;oVcL9#=T2hn4TLgZjd;@f*rM*7519Cyt$*>(}hsgwn(IyURUJG04$`AtJE@oTlz%)`WcFHyy zblwF<*Vt*p0nUwg&5y0N)~GqLQXg%wucljLe>RHNrVSIcvG!j;+D>L^XXaH*U*5f4X0uPDR+iN%)+|qG<-BN&{QgJ}Np0^BEZ*mw?3xq-(La78<=?+KGy@Vi=Q&4%;Z5l=%L( z03Giz)Y$$6BhG4jc`sRyZkbLuLh`z8v$Z6@Q;W#q_3o+wCsO`NW$_-vZmKZs@x83( zVe`y5bR)^o1utq>dTt@vgghP74`VCQ1hK=an{wr^U||smT{p!>OkA!ZPR?RNG7|Ug zuq$nAw11RptnV{_P_^j{{Ev5;DC;;oxIf1h?h%4g@i&8sv}+T%Rp}KRr zDOW=idRyKM*y<{%_aEuJYT|YpfmO-@#3yBm{JR4^VFI-!G5i#-=PG*2HWmUw)3BAR zMu*TiDmnI^V4-hNv1$q&hVrHU`88LmZ6#rcgN~)y1gd9{eWrKK1+&nLDrbtX*R8O4 zS3Nyc9-8@D?-*h<*T)tw-ElR~X1qU5mSR2AM#Wt2k5aGf5T$G9*Pa|M2V&Nn!$pVl zqq2(x5w}_B_&@Hc*C}Flww@eL-i*r##v%=GLOFW%y3eiOFW;UJr6YHz^rH*!Es#3?R zz|;okrFz<_Ofx^e8cQCoTJXH6BVKo$CzAXO{z~FKLJ}R|*m|>}_!J#+(K&qCo3xC* z3o%$vaCV=3BRBR~F-#|+DK#T|-^Y$)vM#zFh{OWG643O z{Jpel7GqSL_GK4aK;FhMM%J+MqmA}HUOygHA;ZaDtJO?Ml|^NF zu^kBWH|nTXbnKe(2g)g<3K7wuPzy)~h3|h4P_ZD7SxgjyOp?*+$;(J=#m4E>rKNZ2 zSb@%t1o3<@+l8|?78*M5$wDoGN0k;N4{e7f85i-hUD_zrn+ixjl5CQaqWp&8&hXa% zZs=i?AP>lt6^;z}roSSSP+CrnL(Y#2ZPObl{^PSN{rI+vAseK*AgOGOPTQfv zF_T5vep=lR8@7+5(9eBnB6RLr%R@K7OVSyUJ;-%;4NQ7FLN%Ffaq3o?&J@Mn4a92I zJLKFW(@DXoocK1(RP1|(DGZ2fXPS6+(%WI{1`a5g_0OAeKcGB(tnlF9!94MF@10iL zs_hZFGzy8&q|L;Cr{z$mk9!4vm{i^9-Cbq&W^POCS7K~zn)V?POs}niszOt`sWv%` zQJ_{(r_t_ zw9QQMX($yfk^AwaaR*8ht|;#a9Tnh7IQCr&9+M@~!3 zGOe2JrtYbL1M%T!R!C;4ir(JW)X(FWs}ye@ZnODH*5SW#TnGAnj~dBZmJFC~shq6n z)THXWHJU;iA?h_;r-{7_+H+W9yy02f;8^#09mt5pN^V0?)(0bdpc*1p zIED1fIyGFVUgp4%jT}|X_EDn1wK4f^Y5rEI)dOu^`+BFkq(%mhr6bbM;(pkZLby*i zO-?nGjtzS_5b7<#a;9e%6Ri`_1*%9&abwwp9`2{aqD9dZCmNQF2r`U5$~jXwtWG{EV(1@_zKeSX zI3>m&9N$SMeQQBW@AnJGCbDq-@1h5s73|z4v|TSLrdU7Au=wGi#^IzRIxWp zazBZ^gNNg1jBpV@JQS%ehn!VtX^X;>4T4IKgSpUh2OS=mThGjY>@q+sA{)g!VDNd| z?OfZ5H&sQM54`7HuI006(zd!M@p+=@>~-z38!}83TuMgL1;+5IDXT|A3_o|-cFJw@ zN7RliW=_17a>pnKi`+#{J0DOEJoB~5t~66H2>6JF6LF?#>O@f7IK;?a|D$+x^HmUq ztz|zn@;3eG`VWou70$_w-TfnoGRQE>ivf+R%~#)LTumuaQ;-o^{}*j(sb{0Xy}WR0 z^(%Gco239Ox_FYQ zO{GBM^VQ4x7P7u{*m3X3qsS`p6_f6oR-*O%1mS40poy?-x9!JZcq%3>DTk;|3qW3p z&=M{>6Xh$Nipb(Mp1#TRoF+R~OHQny=CJclkZSw^&GsvmHVRL_Ta_KH8M{}LXxDj& zu;MhuI1Os!AxjV1jr(JGSmR}>yL}=+n4cc1;rlP&V76z&Y-H|@C`!<}YXZs$Xhg&+ zK@su^ls463U*{w$=GHp&@-_Zjj#+RDuOt>sd82f0D{!B8af(Ilds!%lH!d~rc`H(k z1b7saa{)2iUBdU^xJ!r*U*~z6l*qD_f^sXw~9X zs`5}v%x5op?uj0IWtN}Er6_~_d+$w@9U{1l0UJVV^+J$t9HaY`sOv*3Ldefi@d~`* zp6*;`bZ$~7nu^RKyInIR2{ z+*F?dZFRl+Zg)|?k@0uZpzwOeUQ_tgG0^m$lfhPwC7*}o+fCCutv{gz_~WETr?}Uh z$l#-N4m}WqYz!4dJ2FKEDY{c+Mw!zomHUs2K7GVmJ@zvYZo>`$n&8eU;`-e$gXMl4 zi7I)Vag^t}2iDYJ9%`^i%}1L08F447CpG=MIMH{)Y-n7;&SJTwx|d&?%u_QR-_dD0 zp=%frH|XnxuGGM^X{oQYIR1#mgJocaU_dcxfdf%^vj4tEU}?2}#|}bPC<~^~;q=}T zKG|%=ejmOl*W#cd9QrBPLi#BH&V0oxrCUUSf|I;@`DYi|xs8|t41rrD#a;J}2WE&r zHgzq3pEl_)x;}(2yK7p(SI8DDglZ;0)Sp|QYc*fOvx6J#cH<)3uGM+3wYx!hKX1LKskdo_eW$lU*e$BR}`sccj zciV4M>+}?lluI=)7WKYou}j`1T+)Z(%}_S+H3vlA&MvX|FAe6~^OEvG7DzM)120yj z2u&(T4vljrjg&V1j%SxR3|l*tSzt0F35&W!SBxn7IeJCkM!AbuidK`Z)|(e0r1g4` zFP7-$Th}!yC0RBHlxDsaW(n^PpU8zn5kN;sAm6mC$I`>l#*`Y_HA@92~S`mnw)+WjuL2Bh1k!G1IW(Ax)!3E0 zGhnL~Fg5fR^mMo4COsp2N%-Hf+FR$V6*@mcy71N9p@^ozyQ^7G_j03NKS21OSGlEK zLoBD8^rt500z<^U@gPPIG|8rqRI%f_xM`Y?nt5fJ*Fht%(%UZfAn>Lo!*@-x{Fdr~ zgBgt99{hGSZ)4w*c$8J<3@Py>Qs_dhYAI>eQd5Vv%>)|n=^c|{^7(9~JLd`}U?U!# zefA@m9A}ipnVYmrx+D@{?}0{ zI&Y@0fqUzSKED_A6e}uUk(^E-Gs(bS5G9pwNHYE&;yIK!`HNt3&$XsEDjf@tg1@ms z1~B^Gk6okL_s{zGgf35lu`C?WDT^bh_dX%P@(`PjhNS*4q^iWlO_oPDp={BP4h!nN z83~+#h*UC?oU^n+hMj2BRQ&N-ZMfSP1=I=hm zS&M)7uRS$Jx>uH*78?`8i-;pivWOU}w=aPxkZ|dL&45^uxk8Ys?F;jxBk9rREdI2l zBt@Y|$0>$E$_1MR?lS0G72mo441;%l*-X8dwzP84${o!5VF6oe;-oAtq?k z0ZK(|)SoZKjUEaGYIxA-IhKTHiv_QL**sqdAHTa&O$*(MU`5|)(dHQtD2~t~6>m-Z z2)YBO-U_#ZE!yDGawxdNR{=NrNjIu$HZN+H2Aa?uMz^mQQ-)dwjC;;W0$lwB-mNNi zQ4^}SQ#%BP6c6`fk$?M*Qfj7GzTSPY6`y{LN28`{ft1pBHR|o;;Iq(cSuqS#r+RqE z=-fOeIHdM^5EkQw?6NuiZsy$cWu29xo?Qph=Sz%)p`9?ec6T^BFVgNglLsi?-#!^y z0I{##a<)Q=lO(#g$A@t8mfE>Z$Y|v|wc}WeOBt;2tx1Yn-#15pnJhNSJ;V1aG+Z71 z-j-&4{QED}Mis2xHL-Q?Qf-s8cny5@l{hS$DZxax(pYSF{nr=$f>&z9zF(s6TdMPJ z^7!en2MFrs+((*5H7@O}JRHPhE`#Zam@hFIgF5=zYk21#3E0TUka{nl!gL!F0R1P} zB6`MNE%DADpD$(SyU}560<+NiRZuAKfZ^d*@6G0=eTqv#6ZU!)HA%3pQg=GPjev7S}_IFjUTL~+u+|1?a>=Uk&E zh;YwMJ|p!TAQ&55!vtKey}g|@IO!n@w)yHn^$<~V`JmqLn*RF+(TXN3h2~8OE2~(c zC_Rsezv`1$8I#;c{QO%84VIoxa z&}p+_W44HRFINcfVb-K-1Yv?o+TZE$cxaqix`^L8AB;3|X(<=y`G_xJ(I3tH_~$Nx z$s9M|S#N1nJyS-}DH4+z-t#v^Y(@tSWp0{g#R-LfV6SAjBIdEd0r^*Q+14x`7Vv1f zg$>lBiw%eNJqtZ7H~YUX^_3Ty_w6mGJS6t~k)aO{*-#9NXVOIWnoaPwtLi<4*J1wd zWxivm*B5pQtD{iL2aog?ztY|R>UftDVnE1zhNfVnmY1DD+gmTKJw3`Kl%8Sugjwcsx@aR|c1fludbba4JqgJR)93`xCh>ar)`}ECICu;BR zt(0?tXN`=i@>gxTNW!+VqpoGyvbw6*D6@!Iue~4t81>$cfY)-FLkt?kP^HS$J)a9B;vb?`e!BNfaBUwO=ghrm+q#HkHIMk`!xIZkg358 z24;6NNhXxYTZbh5p?ctlb8=rpiXB;n|4_1_8jaAz8FyViP2q&63}OpDkFk%&CLJn!v6Q=jfEW9)-}$b#B|l88&h1~&7wJ7){XmFfH}bXl~&|TX!J@siPImu zL9BdGDYQgyYH=3+!m(R6Hnpf^>@H44rjHy z577@Fz8UeZj}{DjKKSZZNO%s!R0fIjMuDx%f$BFT5iq#jf{fKAgc4U`hC^HX2D$f~?f)poVDc9rpSsfiMEXk2ECaYbeBXQEf}cPQQWi0Vtwd+(==u?^E2 zxZ>2+u2)VJS-rL+i#VkmFE(negFmOoNYOfDI2($X~ZOrE+f(MgAx*B1w>NP}_57 zVoM5&J4&yfXeXb#dsz5h#M+Zr40J6f&q>mryAaA5a~I;(V*wE3T+uJ5I85)7Ie9aR zc;5_(zc7JL_?hOEC<2NL;`ai^b^}yUMtTGs4&TCO{_ENAZuKvTin3n6gR1#K@4@Pc z{NcE4)e%yo8<&!!rHBul?xTZ=Zwcz8^KL=cTV(=M>plOm#5tmjCuap7ffHS068`Ek zvbPY(kgcc7s9ll14fB63hcZlOjog5Oq>6$8l`p(jot`DDVYyeKwjIWo-fbf#}{u9FzAKjP2aW@_s z)-;j|AT1DxP!#k;<^Y4R_fv}ljIQJ)Uslt9=sr$eS&-_t&TcGC@+!uX68TrQ4P3w2T6})N0q6gNrfy!`QBFPP=)@Q z9=0JN!rPyhFBnhSHfdWXL~B(_vkUL765X>p)C5M?18>)f`5n7^chD;pfX+g!2&(!A z*)g6c9H!{3mh}z^liz}5Clr1h2iHL)%$$xsh5PqtR<-!zdD*Vdht#VQ43DrQ-VSh0 zS=K=;N8+~(>wm}Fsx~7!RLz!nXo{sIJ$8N$GTjQ(4TL~E?s=@EKGKr%lf=pTOBFa? zo&hmY^Q^H56!7y@`muZ8isrYjx<#jdZX_7tQpR}1$tsek44kg_LyEICHoh@9T&w5Qef>X;aS4~I5Amo4J6)GvqB z3rQm)RWHH;f~Y4J;g=VXyVJa^9K@xuD}*yR1HK_Ll~`iWX-dv?=o?fHKL7)0LE2%` zT1)84;K5B3y)m)+AS+5X5H!tcAG#hwCX z{(qGHS&}44l4JqirT(LV_XYg^_ZohPD4t!_p*1s*A8BCWYN{&2!c2sO%P>C>Y(sao z6BA`38+I4!gwOp&x_`S?Qubagb3Dc2@@>NT+~zcU)6o;A5QmSm_0XUd`H-!lX@@42 zRjByHVMp`rfp3E-R0D3}GJv#6<@xklciRV-6p2`sS>=Oa+Mw``L0P;dv0ZaIDD$Ik zBbhx$xI_%Tho>T#Pnm*zZ}XIpBVm6AE@wFM3CX3&69-QtJG4<(h|qcv?b^VrebU!i zqR8ngGL|AIIr97uB_H;;@3szxu4>W92m1+LZ(8IN4+GtJ2*bN} zck@{c&Bh_Gzg$k_GTn2X zSO0k4+I26%$UCGRtdXV**fS)X#7nLvh@v;e%}XP!hf0_X zVR*@~9GXOdAC1}qOEq_^?-`!rMrzONX{g~Il+>!~PWxAnjs8&r)-*gwaQqHI9}cmz zr!R99bFe@|oDs1}X|+w^T3?cS{rF<Nkc zpmDn*W`2n5=v;fuAjqFgKEbXlG>cdFC4mwh-!@8k3BSE|ZRsmgqgkoE#hkPYihHQu>dWKn_44+PQNA_`@g44>JGp*bFsn>eF^YGCD{fR+xj+ zqLjC2Fv|IH`1Z`m4;my7z~1K{$?`r58Rn?iSSI;4v7@%sf6G(mfpk@h0#Y??(nj^^ z?)NSSsa}QpO2oZYl6Vm5bYXcbHbv-$R3Z2P)~{kj-x0fQxG|wknU9P|hY4!%Cu)yl zV6CwM=ZT0@@1=a)4sI!U{jlE?AYinj`q)4gBm9D*LWt^HH&@6RUuWxVd}}T~bV|~q z)oGqvNO*1(5eVvEAA(nk`ypU9rmM%qCwn8qZkquDy58%l0%)K&#Hv6AAyq2_C+L;k zF;V?WU;q=}=jn*U7+#)w+3P3c>j~BwjL$q4jDoG$H55!>T3X<1v zFws@91aKGIJ=H%yF1VI>yO-loB{M01Cyc8GG1$o5w3kSg8Km{HJUyCX0R4H(rKGtd zHk1gCP05_r%QiW#+i(Qz*>dE%^2{h7*XJeOMq&z1{769dydl7U&zVx2X|3-LzADy} zq`{xgq-x(Adx$f?+zr6@ZCz3!YBBB@IZ4)g6m3m)QI{B9wdsjL`B>yv?w9ESuOc$> zJ`*hxX@3Hly;)uU9swr~z1>q3b(~u~X<`jqEu*+Pr^=cVPq-53 z##Gh3i6q7QsKI{U5^Vw&zOAwlQi=eoxW6p~xXjNfXi+^;M^Dx=T*OJfRu{G@999ns zb6tBjUF1S~(3DdlfO!hNd{2r{aeJ713<>poDC3n#r^TnFcUsCzEfBLN-7TjLF=Uu% z@h54D`D(Yo;NwFsx;Z}5+vSULSR3A1yb3DXk0Z7>%Y1<1+=TC)>I4F6h!*hvTV0>& zShbw04E4@(b|?w6uSG7ju0Cf?LXjIgXJZ>GYG9o`jZv}9&XPlf77dHhEPQl-wm(6} z65;U3){W@&vkzgqa921{yM0`lTB3@e2S+9bSSZsHZ=bz+B_ha9j;h!oTAk#t8Js(= zsucJ!M^wbOIdcMwDpUJ6O@B=OYYX*hO5-AYY%?VIQGa$uwg2dB>(-&81^cU&XID%4 zc=inb1#3pI+>FOL^<>1dxMS*{(Yt%+(4_Vg*UB1OTk3HkeOXHWpku@(>0svNZv>!k zv z6#^WAiI`(^>Q#d&DJkU^sr9gSL?9f)H5mqk0C*t3m8I*M!Yj-87XSTjeA&aji;yP% zp{cx0nHPGKTVuPSeJNcAN?$)gP<{oe5u&jDaTc-GruyD%Lwib{FMA5PS_(_{7Clql zrt6g4ZtZB3S4khY>2%Gl?mkgE{h>Q1D$NXQd#`2%zdQM5X})a%H7*C2(lUL$2$hd> zwOKDZer`$N?z^ie-QO1rhKFUm3-`(K@`|Z4}&<0D)Ue5kwQ9wpLxhbt~x=ywz12jnX}+Wa!ul! zuv(ZeAd&_N2^em6R9^}cVIPEasdYoq%-aKb*{tz8O9j8}TZA5pk7FJA8b+gW*1i7C zwIKxgI=>41Y24xB7;2M(IqZh42%~PA^J}s7&U^jmf)gY4N5b(}Tyf;%G{%wtD%7r` z0>De9!?B|d+v69}(5?FRnP@ukY#@Wvy3Xe{Aj1euFl{BW+ICzZD_MrR~DF7_m zPoQtxTwYjXJHwMEg9UrbD1rC2LF7~)@{Q;S&i|2TFLV6D4d%T8vo{}8R#d|ia+pSp z<|oC+Av^#k>SifXsjl}H-D7-w#(&VwdO{5g4SuEvzzsLqgJcXw`#3~O{72H&o;?$* zifKvwK=)&58`!Q%8}BSW-?UIP11iLK4RffSIcc;q%+r02mg#y` z3goz>6Qis30Jd6V7lQ3g220hZ=fZd1_u1J~hAy%uA~?M`kb}WFZq2SGCbhhWyZ+2Fd4*u6S6G_dBmtrY&wD6u zLA)>3>B4MwT)Z$wYl#9n-L;eQ*{5w+D1claER@EE#Lg5)lIXB8-1*{M{T26jhrR>T z%PuPNsL2>L(Uk+5R4#p8e+^nR`1FI^WS#$ysJpj#vr+0mY~9|&v)q|t%rfmTw8=Rz zNxRwy8dq9E*A2Uu?k@&PYw{RL$HxWv98QqMx~1BpsanA`5C~w;$Q0}yU+bsfu*4G`jOTqrx~b~=bgkf8&cYLdt*RceuHYymFNs2jy(;aJv0k~wm6DN*bEj< zzJAuA;DtV^yD~&1akOlkHzV}D|MIoI9GTb4VCt^7rg-ujazKXYMz^{A&E96xtcimf z+Rdv+@#3xu@}(!?SnRC0JuP>QuP`l{?E-iwj#ieAB??Qf+vw;=HOf_kG!ikkQxpI>P7TX!cGvY7uQ-1ed&x0;jG7x#sG zyFYH=?}mL|k&%IbLcQ(A`i?z6O-H&7e?jF+%9^~`@Rh2*+9(r4o!EI-ydnHy-j12! zh#07DcY1ehD>p4tKprQzfjEI=?ci~1y#|ln@-`{n`ai_d=R(qRNf_GsHigkg~RfRratlnLmzJiW_RiDczHg(7eeHBzCNJ~j@AD(X(eB;YDWBN7j%f z`!9%YrLT{adOwRkTAdaPN;2m4EWA(bB}dqJCLi>s!I==Zn4wwkXPvc6Mv(8^&GxB8 zwImJSsW#P+36ypJmawgp+i~YGl0%i=KRf22)%?RqhhK565v)Gw39cy?dz?h?mnVQ< zx`k5Of!uqpyW^?|`z9<BZ4S+OE>zaIfLkt zY@SW5crV3hPeY=&rLKg;0eHq;;=Q!AFsioZ{@iz>flW(9UF6!TVQbn0LD$#@zKc_= zFDKX7EV|AL(K~LCiyRDO_xgi3P2=@(Z};~nEo=QI!Mz(E5**YLnHw-LH?bEA-uYng zo+09Kj#h|lW+mR8MZ{FE@-yIE89Tkz`db zR5V0sO-na1Pra@P*|1!Xz_G6%inZ*-%}mB!F4nC( zhi(90XgOf4-t5OU~bg>{FvPG}U)^=K7 zjHH8JHwznmwiUyhlmgprLHAI8VVmtP_LLE=736+13OZp}%Wke!(E(^VCBD}ljl0?J zr{daz{9T5eqf+>J2WLLIzO`PpSqM4U$t$B3)WEE~{*Ko6`(*ta+iRop@ppBhtK7ib zx5;&r4F-kt-yy{Zmt)18)OVare9~Y_kWs@4XpN|7MUFFxRq^L|m0Ci08mO3&LM+;J zu56s5TwNWMTuFmKl#mLysVdW&TqX9#z{URXE%7;urnZ4L*r#i|h4-&_0aE|cu@`d0 z{B1`0jay&sQ%hTI+ELOv~QswI-rPm=Q#L`p}W@yK{KhUm7LvFQq zu{fmuM(q>zi=~&{wK_~?Vz^x66TYI##ttgO2fQVdky*apdl$FCjPCX|J~{*KFhCAN zid>WtL;fyZoAF;1uOi&;GNOKxd4`_1A^oq$*CQuE0da8qMbRZKLM!B5iITOY%GQ-T zCyynGeeM3b6Qg*7ps2TH!OfJ){vUI?Z}%qK>t|_2wUt`sotfIV8TKt#=fn1ZOA{fv z>6+d_Z7BOrsI3}=;m&5^EghLt(ZvN}YlEn4_JnB^?h(ob&zNUq~29$}{6z=K$^x$iYjwRo1hNPI0`pjjMrk6R1kWKNL2 znT5*Mlnr05jS^Dqn<%(fhaHEj930*}+r%K#P}3`wrzcO?d-$*54iY%5`Q$3rxfwsA zeea*g0n4I2@reo_=x_VIOF-(T8WA2%Su1 zD#SHr?hpV5g@W2foId3m(voO^b5BwLNLG}(@0Cit+CD8qbo`0$l~swwvn||UkFA1` z1G^Ih>RlhNXvBuR$rb1uLVqwR@eRX-OZHGDnGGC^w#PY3Vl|q`n58=2gOKFhUix*7 zuJ8k}PcULRr>G9Q4-E<}$$-fm{V{MD1d2{2@(l2O+*=1@mQ|I>K5+eDjQ?PA;Q*%&%%tL&1!DNzg^#5gIKa%MRJeWQo zlf8s00&Xom;7nOg##pETT(_d}6V?qt_azQsB{*Zk*NXim3JmY9oLyKS4(>eDhAx=V zMf&(Uks4}s!{^(?>@o+{8lxJ^^{m5ifSSV=id7f*xd>nkl|R!;6o`g zs((ttx?P13R$Ywgg zzwbfSxubB*%;Y8(q$UT2p^=&a)F373Hu*WTXXVi(*&LzL{i;flu^9BvEmPx;6`_nw zcCnEOgI|qK$ul#`dWCj&6>_%Kq&<~I%D}?M6weZ)b{K^_0L3v&43YZsg?VSoh=nJ! z=EQelM()1G!$i2ewkp)?XH)#1)+BmEO!E$aw@Pqoatp3&>oM#4Y-U!5j`+Yg=Y(yM z(^NJz%@HO!i!##Y&WaE|BqNvQNU`YfZTiasV78rP5jCYDaO%2#U^LysEVt83K{KLm z9DDD0(U5MH6~xBUK9|xN(466pn8R53T7ri1M(6d=w5n;eXxW;;OMa*}xVSJCMIMj`e{VOhv9TGI-CyiO{7Yux>p<@^v=jR}8Bp{PJKOIR23YrL>K{C2?)6i3x)KCf7 z&d`>`x| zjeBN$WpV3CCOLI}-SYa798P`1`RwK+iA%?{d#t@YD95zW=LqWSn;FFHBRNo#nCYN6 zJt<4XxaN77-xO^icQ7?)Q@eGe-=FOkPAs8PZ>;&lg}L;nz7a?fl7#bWTesLr5#o0f zMysBM*@8h$&V!I8p{)7?7k&RO(8Re_Xm^vz3iK7J;QGHAb^p&3Amsq4UhKxOmi&tJ zcVFJFB50{9YuY%cqBA1Vd-tQK4<_PlT5NfyoZhfcal|4Ui#J#7tA&oVWxs9))-sWJ zFT2I_T%3t{nG@feVxB}Wq+6{nYn2KZ<^F>BuML%y3U7|<9mTx>IY7q0$GWHX(9+*o zwv&oC@O+RazMDeVzI?fgVFcZA>sYsOV(uLjT|FdcwYaCp zbAHNvsHj|l7g9W)*+e$}`)96UtSl;UWfA}Q%=ko)zpwmR`y>q(mQu@@x|U@8Fn}9j zYu}m4IYgb22h*u5w**tHOjQ)s^ zx8*{~5Y~2-a^-MZ(3RC4sFCW|%gk4!$nD7$YE(Kw@tYA6$pH-RFSwCdcz^0Af8xa0 zCduPnz7s>M=6p|Ct;^}9mzWt%y?R1Jl_|5bBMhZa!Ow-HXV)3z3mC=rT=-wyC&w7E zM|t~lwr%uK>0=LybIXxW zY0OFz2)r}@l0JLH*`;`NsTCN5m>Fit3?8I-qMP9v*)BEC8?$@{GBkC0B(^xgf_|uz zd}QI<724TqIWBwHAacmOF?#1Li5!VO%lq;%2t-9tmd{_1218YEvBu*DOHS3^sPpS@ z3~1O6lo9qdsi?3K{Z(S!qLDo2yh;2f7L4J+=yvNPMJpVS#3J-L4tH?-?&f z=}IDPn@x2i>&wkHgXR{-(5DI)n?(TrI{sJCKED{y`myDRu)StLvJvZ(VnO8U=-r)SP!Wwm z`HPAEzjt8U1Fp?@8)4mCQz}Si`})5rGMQ*%Y7_9xjzKd!r|Xl%{ z`d5y+`?>Z{j3|$M>1ADYZb@fz6pJ7yyIqpQ-YX1^mTP*% zS7l5oWcGMGN;1j(1b4;FP-~t+qS73$KFbJJF=K-D7E?Jc1S*CB!bY*5&$h@I$Nd&L zTQ`nk?-Pkbff>SW&geQN$)u;~96){1JU^nuST2kPGVT zK=D>3z4`Z|bGqDTH0qH1S2=4IfFLD#e3-6jHuMhU?MaFRV#P@vV0wn2G2l;}FySvD zi?8uP=)=;1-ojH;5`FT3Ue)gs1<#3JFkN~8= zZI~_N4kj1Fh!hyE@z@=Qw|5`lmjB5fKv(}R`6;#DsFN?HjAd5NkI3 zB=%R3?<9i1;vv8)I9su44(7+&ie@=Aw%;3zr~ZHJMy1(#9@u`}iQydJsoo@pshX24 zlZ(Z8?i!PJcsL$ZYTIbL)~|N!W3a!676?LU|Dw+eS$$zm=KModSE?1Dycws($>&BB z@=j}eD;&%sxaJJx#B~6*R-FjBG1*qO3&rESS(N`Cy1_Sq>L*txRA@pGL4c1FCzp*p z3wwtB+h3(v;!TMa?T7NW8yfKfrw#mkg=W(|zJ+1ebVSt(glr}(baH;Q29W-U8GU5i zQB(vN%Lf=z+8)FhIY?3V%6^3M*~6n zTjjNdx1`L*pf2daKuFhZ?Q(|0GzwuMf>fXd{kYmYYrKi7>-1dg#q2JRd#PQv8Ddp~ zFGK};qO#cbe2U@7Vb^a)>55dX(vdVJ2iwITTOg4G&S*idPiZ!%-5TPv#IJqJ$j#kO z9fFqpN5zaGraJE@AcD;j6zbjQUHx&;lda*cPx>VH9jGMZ+Cg@4v!?{6Exd1&JX};p zbNgR+=hOilgX8OQWt*QPQxkPauHO8r(>*zYk7IZH{^fi4I-y*68LSz-+r1d@Y^)nO;g=yD~VFV~7$(>KAnWK5WZG3Ht?$$Z&@qA&)7m#0CZ1*dhJ$_-R7< zHcvwi6s#t1kg5{t2w8Xz>gxD+9lM{4h-50jZgG>7FNOiS<7^KKujzC}&8tux{iFIN z%rQLdT&Wi3yzQ^wt(XR)x1M2<$9ryP^s;3uPEfsW{8%Y*#xZB72}qV#L2I_3$LUz4 z9gGyWgVu?0@aBcPa?JqvHL(FUAXU5D#Wy2^wln;}%c)<+d&gea^RTgFNT?Y35Tsqd zfDEnjrSl2E_;ovuNS?6hEmA--y#6}FV1uk;MFL~Hmc93_!F+b_0V!&n`I+Xr7Mh}D zbs^<4?>fkh99b;0M6FzTc}t(nqv8_VP#fB2pVA8ER%bMK3W2S*URFERRTy&jOu^Wd zVpqIb`r$JlxsK`~xz`Em@JJ$CmIk&L8co}7JN z$_yonH|{ZJ9H-7_E=SEgVpv&93wvuPQ*p!8_R4$Rq+2lB%7_)P)X{y|4mH#M#ym(B z#D+XFzFv%W%-t3Y0+St16+2Bt(ow94BYNAKVh+!k_4f7Q5kTEO+9@0L(NNf~$XsU) zRf7N!^Til(8~8%a^tK*$NxEtvK?%alRvN{!S#%N5t$FR8!(Z>6E}^V( zy!n|%@HUOJ?a#anm6CxH9uI?`Tdw77uuzw*BI`5g<7`P)#x%SJv+xoteoo(Az!f9*nw{e25`NVAb9Xp<`7Q#VL+8>Lkp#o7~`QoSC?jcy-@Pd1U} zDZ+8p)w*_hL};BDzaC-)M4%B2tjmm5yvElJ85F=H*DGR~t)dZZsb0F+ELo1klyk*K zi5*HVb`@jo7!&i~%}(Vp2}t_BYH1&$j&Y-}*0@@m;A;#EW zu~z#R4zrqNW8~sSYBm)RtYdJ9wsV-qhZ@YJR#wvHZ^1EJq8;m8Q$FQB$`l0BaBkn_ zm=HD=uS$sPnN`$*eULq~#!a3(gZD6jfKqOcnu%ceM5xG4m30EF%7@(=v@#DyG_9MDz(A=?SwvHit91cvQ%otH!Es*c#%2fq3yor#*_3IbA)Go;fu_Wu zF62h%I1wgCoik^l^(7~l#(Iv4 z%I3x*56hL%s+#yP-Zlg6z9R3_jL}~Ve`7%My<;F@o}vbcvG#gP#D@brPQnM6HqKbL z5jyNWcC47tF%B$o5UAC~`>Rf`wLb4d5{0f$A^$>uVCCHAW1hQaWM(_=Wh8tj6@1ek zcyDVZySYk!e_k}xp;eu1AJe4Nf6Q(@(S!%*t+LEM>P69GT7bfh_6Ub;#s0H7czuYQ z1H?Y=wl?ktIfN@xT7SafX+B(eonGwuGcji%$!C4qwz`9cG5&K4hToP+Qj{n~)=Cx{ zX}2fs(Nlcn*kyj@V{(^XYq6RyS-~rpSAU__6E6_Yh7>iaC-QALQUc);8#wfpy;Y15 zs5)VecXP|wQ>#=Smv%^?+mx{(D_%k6OKjvAY&Q=xbaWXtMUm>PUF$z&{0{atVTqSt zQH0aM$(&IhzrYv@M*w-75prB?^Apojt%JAlZfNQ_R)6+HupPYKy4Zz=BHFad=dG|P zbY4Ld!FhY1FG(Zsv7Lz)CCsEm?p$t3nQ^lKn$nlOui$<3N4EbXuACepAG)*2knrIP zcgg<%TzVz^9jkztc|+guXF6zP{P0iAG)&C}jdg7U^YddH-)KllBh9LNkJ1d!VhKb2 zM_z8*Q`yNd@_%_8Oh$o0zin;^koOq_wd$cpLz$(xO9H;^7CBH28jR$G3L9*#DEA{` zp!u)E!dr!Hcx=s8@KVQA!ZeUcbV&T3RLu-(9Kk1p0Yx(+1ozoBK|xCTrOD%ha*K~L zVpCckXxNR8n2`gU`m7rs!R`WF!gDO zHTcGL^&^jwD&#GMxQmb>a6?uBJ7AECJaa`vQ3RU_y_njI1@}(d<6$M;nFxj+xUaDldQ0^fjEBJ2a!j8SLNa0URh1z` z{i9^u(YG(wTY`2)MhWA2Fbhm0-YWv9p00Z>XFK|ibj5qwfE6oFUHv+psZN7#!|Thm zA)$x7kEXg*#s8^^28Oymn;YCp4-^T;bJaJo%x<31Z}}j<4c=rYkS>XCFF1ZKX(9;s z8M@rSCCx=LQI{enUJrI;V<$&W2%SH$>$iR)e+-39^o+AVoO&9nrA_v3*6h5hBka_# zc;eEUh`v|cZ?OY6yjElj<;kwX{7lf>JMwYtEn+;-@)LG%=HcvvD%3xf?4u~A(mP&h z`+P2uwQYt8>)K%;(8VmuA6RgB*|S~x^%&QV_z%OHHvT}Ex%bf9iz!XtoB!vND`x)m zVDpCTc|pC5cx9VEYYp4RQC{x;(Fc~Q)u)1Bkj=(Ow-eenpaoPtmn)qQ;R z%JczD5%QW6-%BDk>c_+i0r~ysP`6s#s`~nCgofvLkJdjCB*ee?kC2oRFyMXn2+;ac zVXTLtBaLt&3i7KVXoIzMY-c^IU8Yx!d*S{3ju5BD1LJm?5`kI~g;c$fF4*V>qyJ+1g-)K-eq zNFm+Jdh_5cr%n$gkfxn%ea_ZB3Av?oX+LarXZOi_NfT5jOg_Rl%6TPXv(exC5OeG} zgUl32jbVr67+22nG{u18s`nd#)GDdbEvxh0)8Yrnt#Z?qrdvJmD@w(MxNwZa@hyyfK;>v{f5r;-yGBQa8q_7JQU)ZzkSITrFZv$Mxp%VC(u26T-q_{&lwt=Y9jE$773zELumeOvp zL(Q?h6?NNo(Qd|p=B)cgfWu1mUPPdUr#w_SZrjUW2@^23Pq?+pZ=b~(Q9uDy?%vix zeSK{ztdf{ZzLmZ+`orMU=imDbQ@(vjRF;jrAqD=C%wSy!h5=q5vw6Ih0cRP zr|ZFoqlC~)gpn#w;PQ3kUp!UQ4z41tPhEaR!W>7-z5O^G`M2e#W8cb!Nxv^sZ?Q6Z zcPQsJjq4I_uIVQU)q8!qpWTgmLXMTy2wAKmP*k)8;$*+uH`6aqnk3&bn9c>5^iS{G+P$eV+Sr+l z$C-zr;0LhpW#E3l6>Xgp6T5Q$@7F3wErxchI*ne-f z%WIWenOC+1ZCB*5o-F*^OLr9-&NeqKtiKFok7LMIcWjV6k^{osENtd3HCDq@D4`$j zZMv{j`TLuS;d1P*nP>qovUm90Y@GGux^pXCq0`!@J>6nN+w6xUuG-|P8+B4_l(R$9Z_6+;|I=^WSEqf?&AFKYpJ*W>EzF8%;#qG z_m=Axevd%m3!`m)8f;Vsd#qwcm+{B7XS*(bvF8Dn`FHqS-C;!o5u|^Cgz5FQ2^01v zMFxw7DDP`%KHOg&YjBC|zLl)fm^><)X~ZC`fQ+apcz5zR8g|{!&u@zYsqW-*rGDOl z8Id+vO|uEc+g7eeC^b<;uk(UF?8A^CdUwyT7Q_aVsdzX4xO(o6o<~!9)GyXOU-9}- zvxzRogrSH!g=?EK7BHXD1fBGCC4%;Y-;XN3rOS+HVma#p=x#gjfP4{`6p|m0Z&vsN420i6Y&Koqsz!Wo8IU>#e*s_QS)dc5A@-3n` zol&npN~0M{7m|rytk`W5E6(&?#qS79C1H!a!N=AmuSXRXBQRmV5D{x4bk9i$n}HFM z#?-REt77hp@D2%s$cz>Dv7-xD3-C5sXNd1|MLJb*`-<}(5m z<`{$6rs%_3`Rwsr>3WarHqF9(Y+20=Yr_EaI~C3Df|70+Qduogos8H5p>x}Y z^f6pDWWCAUuwbOlI6f9=1wrJoxQU_~qm_g+l3-{e%NdE@DdhExuQFdBOn7SufT+c6 zHvO^F;@CFy3J&!_j-bOp@g_~~(E7_P3SZ{; zs}?EwI|Q4#64*Ih_lht^`wnU@haA_ZZJ5(?uq1IdGBhD^w#dHS-ch#LyTIkm4jwX2 zRZ>PhhJ44k-69Brz5mEh&WFfgN?{Hgi7EfSBfZnn=;(X&ESVuA`HMDZZA@nfUhQi} zBpAa5D5{@O19Mk@#u^m>R)vx;+-i3tY-|LrD4j)T-~!3eeSm`~IYFsXq>`avxhSz9 zx*T)Fc<)NW$9Dc|8j-&j(ZEsO3_2)3O|PCCE`zb!ly@6KHUHhK%&l$~gMI^yW?6o7 zz*3Xzwnhf_Si)#pV|?JmW;GSFAboK$IG~37QVXn1BwvYNEK1s9gz*F7T&sNg`m9&q zUyQZaYix#;aj#pJIV!CSi$`ofcwK5}6@}Eq9Jf#(^JB+%QrDYtKc-3?3{xFwZf|@U zjp;ZZnwFw6MV9Pmj-jD`qTe+nKB=%gOoj~a&rGvxk_$rxUl_J)RbV)~8s%sBCc?zE zwLpQ+(%ci*u7V5EnW}+zPwYwg{^IOTVS*8_i87+F9~ZmM&(D6EYErO4Pn$C_0JliA zLEdqtz3K?1gT?LvFZsM7(xKq3;eSuhAQ?`0Z)Sk&`S07o$_(#q>`1a+ZPx<+&hDRNbEhN-z2zw8O0Es>WEv+4TYUz>`NAID};=< z;I<0~Fdk=8;M?nKB4a>nqT%1g{2*rUvXEMCL>hv|kTLK49d@$n`mb+S|LkD_wlZ;N zN^|`nNR*=Q_kI~I?pt2Fc^iVYDap){jr1Soy_!&4a3?lkyt;W!^4{0vf0}uO+kk_o z`Gxj*j!NOo_*7IY4EwhC7LlA`ox=^PGfC_v87N&ixo*L$a9tW<0%~*3_wdsHuz?WT zbfgjH%!sPQ?`qJOAFfGQC#U8*p@ngi;TtboLjhogfj)oez)op)pk(W!w}W5d(-#ej z&0`DtMv=UUOLfhQ-BVECwLg95yA^msgH78VM)53mM%Xtq#@3}85?SJN$OmAo|HFmy z%ZpqdalP`r8!87(uI>rZhej6EnBK2XOtI_s^UIhgO)d7)yMEizbZjE*LMt(;mg7Yr z7a0QzU+^P=GiwGU8_ZEW#_Pzb&3=W;WJUb&mcfzO{<=UN60HSIlHnagL=2*{%6WI6 z$MhY=yIc`2>HQVLr&+l3%Y!00+Hx3@t?a_v)-t@qS#Ul{!Eoyg+2}L;sXbDD@*2GP zB5er|jm`3BvA<%2rL4Xo5&-ay5Cvilc04$+5$rDZOY&9+<$jA1+?J;aD2;TDG)X9* zd1@xT4OP#PQx78fY0X>_1-`p2Uh=Xa+;P~51JW!D@Je_t@shVJLe&|;2n(`toCAbM zRy6!`AGx@ky2`0a_HwheR@Go_Vq_x$Ay(@KqHi5`y29|n;z_r7h~SRJgqK;Gw4bsM z?ec7~K=pMA8YAIJynk#wU5~*#cp(hA)H&h3RqV!e$p_A;^<%m2F#>6eX)9!gq)qL1 zZAu8hxo1Vgv&$K&{n@(1;W;LaWKhZ@zIM# zI6$wSV^q}{NgN_~eIVht6k*caQ3MXuuJ|pHSe)AfRa>8)Le3PpNx`m9edqN|5qW@K z_O>g1Y-HY6kziNo1FgCzcs14dLAZSnWHfp>GJA4I81pfJ22SpcM=D}H!pO+OFF{is zZuEHn(zAEr@iREXO7vbK%cOeNKe{D%;FqR1LJdsjyp-4B|2zJQ;__aLd>TGe9uyoV zlzQxD^>iJ0-lQMu-N?q^IY)m6DeJ>WNUi+xe=fj+Nzs%lB?QPdy3rDJSJoA>!CALQ z%6W+rnRV%ssmyuZ!r}>$TBpn;Gbp8UdHVu@__^=61SPs4LY22Lo2ci$=;f0hot2+@ zWxg`A;KXZ|F+>cMcOnd7^I8mvhrM_ICekqm9lJTJSP_BoszrF=4I9*d*gw5aNv?&t zP+JM3m}^HTOQV)${?6)1UpAFqyoKN1zcS_;b-5aS&tc72i$ebd^2Y|ie~L1Ginmud zZ>4)A8>>w_ba=u~>UcLx=XKG=xY!};*A@!*)R6Vc+-AqI9sQ0ed4J6f0ovJao%zAn zZlzb8)9VQ1%vnA;?u}FlFrkEekNu7P!ruubDm-PdY7%C#*JAzaZg;I3H#rntSMk1( zps%|vgzrHe7l8+AuaZ2T7vMvR3s?pNFtw8xWij>Kj!d@v9Gq4 zku+Xrt}UZLj7hWNkwLVGBvm9*+M%fms}fqKUj%Wf#GAXVNJ8Gi@+1r%zI7+K3KtKE zMO5>BSS7hVG~mU16M};iis?Syr5LSy==gp$GhcoSwArPX2H4(yQo2#G_jeJ5hNB)& zCqv4Ow#7nbu0{G{*OhvOelJ?&~XsgZQ^G)ub}i z@aR=Pw+iV%;2>rZq9th`kM#?3vD(r;RvC8b9V!NjYDpwjQG8*PpU41(4AwaWp3tuS zYQY>_&dT0mc*0yL@=+uFwYaV7GQH;9dYgu={I&ZBVZX9EhA<4nTH(z@UuAcp;_}Kj zwuxh9iA}Aa=!?K_iT5M$KstR7yioaF7eq3*{l^y1SFI{b*^cK#fH-npwr+pqYGW_B z0=+(?Q1W1C)b7B% zEH~x@DCx&_Ho}1S$d}`Usf{pw+-j$WeHH(6X=8AA-(kn@za9@0*vpgvRH#EX)eBP` z5zToRb?PuN^nr!br}-=7rgd)|ufd)z#so{=Qwm_ve47aCouLQQ?{C&nM#7P?h1+RB zifTtIDcDG~T!2PR6q9z)9!Z-7hjVT4I*7*m(yTA-lGCT+{-?z%G| zE>=mFLBgyY;ds*x*i8-p9alow3K*)}asv6s9&a|6nGm`&aCybuy&lFxkFME$SKC48 zTCy2ny$WA$#AvBefn{f>Iu4ufv8;4`cF3P>dLbg13CYH_#)w8w2F#`xzeg!F48-p? zSQ_z}TBO*j0Cq$Bk9ZUIo>DYXvk`71NY!;T=GG}smDc(5o}YwQ2w$dc8WK_!J_b*pIE4b`kJ;Ss3ADX|0B&_$1p1sbr}MIsq4g>&_%-O$LK1aj|j31aFdrBGn3bUg%)mGXFks- zVZPeQhM%NbLTGPoIiiz6hM6!E&T-sXE8x!0r5iJ`4n4*P5y(j*mtIe9_XX$<0%+g6 zk0sRzR)^KYYX+X9n9Gd+NK2jz(78QAy17J9w(e((%@jga=n}!xJ}?N6?CB^`iq%H- z+E);RN<(Z6qT+3jqpi33ChvCL1A-P~h_>piAzY(45u0X^BN`6>otb^VrIlGbH_#Tt zZ{bPFJ{j{gpD>dYR#!r5-FB$sdwpteZF^H}bN1o|@j;Oko3HS{2&&iL82Ps~U3KoV zw|8;;o|QFBRH=yCwAgA4O=ahx;3ke_oF9TS+CmZ`BMBZ;cO;BrhS>K%A5lGC^N`gaPl*dQF`V5rOO zO(8IX;*Zklpww%hFUrN_P+isjU9Tw|$;0-h!Ed?>VPF)WI2W`~pKxtC^8qcXA*R6j zr72ntpGCXqsco%&riZ23oy$gh@6^wn2=QRjI&fgyPF=ve&U0Fgejpa69|BD3;$SRBH|gNG=T`fLrUR~R>=dNJ_6B?p)H_f@n4L66t0Y%g^LrS`oavO$J z^G964YH6c}+exRKuAj_(ZD!xUEth}zj|-^kAExA?UC>+N&OqxTHtuo8J+vogWOGp1 z!S^_7Mf$Jxzic))n)dh9+Ps`-&}b^~TgM$ke4|DLyhNc_;uJe2oX_))`JTGqqH{+f zI9fAgV4I5fnkmgmkSVE;qr;yGe5KmgV>U=I6p?c{08NgzT@N@amF_v#s!4JgilNhN z=KW@r%(<}Ny6zA;gDn$EcI{i~r3l}tIP?kM=}J2S_b+YOV52v2LTJUrnpwEtc7Je_ zqhz=<)lkXm8~@EeGD&x&R1q-suX^@(aoknGJudmA{o|s6)pr+ktwyhd=w;bQR`i_d z(DI=;SepN0TtJRiH@+1sMjFtHXw)Nk!`0HRA$!V^l0!*3eT=b~_VTYGvQ=A1d2=tg z`-fi!Wz>Ko(WDU*V_w-p-I;Lp4cenCyZVxEJymao3z$R)6uC=62$TXXTMVrsd5>C& z$4uWLO*oe7IKuu*8y7i4`kI88$&mn9x&5%!csr^ly2RRFM@GTqG0Ot#YQ#CU&Egok zSJ>DKd#tS|nVRf7(v5RPtBe(^!9VNOnn@QRJ&4Derg+7in{}!aHe3 z2|Dd%$2xwmuZ}J!Ppf^>Xkkqyr z%befKd_K63p26${%fJ`i1_80&8(%E9dr` zdr$GfO^U6@iNL)(6p0fbj`s%}#uzyd`-n=89YqhpvN*9grFH0p;RqS#x?!VtW(@2Z zVX96iYS5(VX}cWB6l3IB>G=J%$(WDPWIK*;;(#@Axm};_c(Z)*wv1m|HLSrD96p(}yHh43)3aTLo6po7|n`iR$BO%(HP zyS5sHtpIhsiU29o2F~_|+|@Y4tVxpPd!qQR!nat`ekgE33N$Dazm%OUY{NXai>yGP zo;9yhX6qPehVj83GkQM^tY;Zk1rWk2@&Z}x_x~gh=3XJzFon>LOt#Awmmb+&%oiIcTBO#UL_DdCYj@g zm#7T7w3D-YMeZhi_#an2Mhf3b+Ra^d#kJVgYb}YN#8)bVG~oB7Sdb%Gk+cHSMA@9vDp35{q`)wPU*-{F4D=`V(EDJj}E0TPXzvp8tc`WJQ@5!)Y9)^sS>EmK-(RsJf1G~N+t30YW6 zPY&D4_gx%cFQ$Za@Db-fsZ*qA64c2k|CnF59W_hgFjVSw*H}$1MNY)4+mF>Ndi}$K zu>I>faGc|MJ5%Zp$nf6@(3wK`6n^h4u>y}cd?N!7M8o-J$R@Idb{4x}vQpjAys{*A zNUwFTVYhv$fA10&Q&0$Q_jI@Q>L36vElSnqm1&Nd@bOwggC#S|AyUlgA zjFbySr|zOPizwr@;M0N=@eJ)pDmsu>?0d?suco{z(edpS^AGIy4JJ1Dlzx2huQHov zA{OwUxe?iMD2U;#fQmuT`mab{0oCD4y^-vQ~f1H79P z3rW#{{0NVX(hr)*ok#Qd4CQ!9&^q~3z9JmUpBMM&Gp1OU(g-x2nU$dM_~!kLUqY$U zB+!olM!^o{0|xQz3l~#2v>T;XJRmS(&i8wrpw8-{82F{fD^Y62iK(LbH6q`yYcDY zU<)Iq{%NkK#~O3mRhJ;VTOAU-ups|^FWL>qoCpW+8n1f2H&H4&v>cCv%Jx$o7mqN2 zUNDCj7K&oP-g9Ilx#oGb;u6>;^H&AxERi=s1T-jLIGvc(U71t}@RUGEQEO8a#6$Xq zsS^3R{xWRObr4^#SeDR?(q` zSN9&^u4fsbAN7&IknZ!}J>FAmZLuYy%(0g|KKRk^%PZbGLLJBw;g?Uluz@sFEMBeTkdLv0VAM?8xpB~Jw{$smwf4aMEkq%KBlh~hnx_z>fV^_<8o4W)@;G1eFOkn?4pl-+Hq$0C44vav; z`wgm-7O!I(+Hb^Hr&|}1C;j$~agGfS`q;5Y=GZobI^Owxgv~9;X#!Xkvh6#hJl>iS zZd`-kB|YEjhI?77zzA@3*NMe$V0I(wvgjzb@ZaI$!G)6ZHh(DJ=#vi^APV5BolVC*v0V%jXcgE{8?aUblh@v5Yf zO!Z4Y7NB~A`1sefQl?$(EiE90D&$N5SB{8CQkP^to{OB+deFIS6t?22N-xB5@m;Ym z!W8T-s#|&2dTG!$*zfu(v+W;Q-Bry6-a{YI8pNd*w{*IWhOghR^iaK~K;dFCr~b=j zny4{9R#(n!QBh`0F^t=*c8d&S_P_MwP1;i&SJ;K@EK;_4#}IU;U&3`XiMZo+{c~rU zA46R>yE=$B_Ev&Qw;)Tc#`f9WBDyZ0WBuDjO-Ex+u$;~HIEzq2Dq(fg>7+_{|u zP+66_rzyX$PiS4&i6FbYANH5gFMa7xb%1H`b?EKygzz%PFbdD z_KFb!83IWC)zD2hbU2YE>HamjJ6Ev&{Uxr>iRvI^zv_JfM{;+|M^D-xLk(f$ zfbb+meUZf$J~Wj5;sx|dCpE}~#2xGM-p=RzTyZ-BV{50mUw+7YT9&v@06*jn$;wh$ zFB~oqPPy#F9IC2fru@SQVkf5%?nPD}ISezq^tv(r?cMx*wxQZ;%xBk>m{$~%b>wA= z2FA(shkL`8I_$qXYViaX0~}#OZTH+KqJ=g6Zc4yYdeyK`M`0E(uItL-QOzXsm8jJe zmbW0kiVhz>BaRGwKB`PBS*X3+)|s?jT`_4=me~Q#9~svZ8=)Lgx`1$Dv{?AK z!m@y_;Y&tkDk+JArPtH_!m2dqk6-!PJ2(V}5a z@)Z=?VEoCXE&0?+Bl#An*qa$ia%2yoWIO1HUG7Al*PBP)bgdtyEFWA~+XhBp<@LXR z=Ou3s!x)No6RA-HjGu>rn>CmZPE`OriH=Q3rE5Au=ws+|NIQ+CqmarHcT^8%LHQC> zosN$V%Bkw4KgJsEZHgzZLBywSH(-t^XP3iJ!DTjC@b-=~%|MXS9xVa}=94xLg;AIZ zTdzT|UXvf;5}K9zS&tqEUqK@f#|+YoQxz!uJj*5FDF!D6b1zr_GY)M0$CUE~u+=DN zkx9kz3zE$jUYjgutf7AQ&8t|QLFMXmweOnF^Ojp8DaG}^yAqn`j&Rq2!CXW$dr0k2 z5GB^XMjohKR6kA`wwauMhwTTHf2kAkT8Dtb*bBbk)#rU+kjrXD3A?wnbUk|`d#DxH z=tH*0nFU|Od-5;Hz01=J=-T3k4~5RTOYaP}Pc*T&#cS&obM|%OaOl^p`l7BKX-Esi zhY?=S!FZgWDlA&LY=TFxou`$Ip!&D|w+`;VZ&V?3RS6gTlcvmnbSc$axtg>=4D-yB z+#+hpl7atK29Q>a#MNGvbX?()7!qTR-9$6YQ=@QtSN^0H1vCHrD5f@A&2E!#%~&Iz zXZ3!xoKsTz0BrXbn5ultz%HYAnQ`zSJ5OxJ1W9HmK4mcNOn?y8tA~HYAi2iIzB|a{ zdmGn_N-)ZVyV({;3ch8wH>SdVq~9&`)bUjS^FL|w|Id?QWaE9c{&~E=O4;SS9NznP zVOC~_Sm@YLX4OyN)QUt_x)qpJxqjxrw>{7mbyYH-O11+52OXf zK+9^RcJ_oJ;T0U$dQv+^MDo}GOI~|jGAqnkC*DZt5@dP^;6%#Es%uOsO{9=WJDgn)#zX)GyzbpOG&i7KZgvkal+n!en46;KKh$loGch>l1*#H78XU~lxDmWin`-aPjQ8fh3|}E1xB*k_}^oKy`4`Hq`5w*-*WVh@>&!s z4BZlZl%(eF(QJYanIqEU;72e>a`vw0NDN;DvSO5Fb{G(XkyyD50Im{jF9zKIQotts z)=X3RIm?etw|T-M(6Uput+)ENOH|LJ7hCOCWvQvv+#j0CIb+D3F@!5S0QtDX9Fe?e zux^cL^02mjCEtH7Eyk%lV_P~Q@@zfChV&SZ5ZF=H8O#_;kXSUn5Ir~r&WowjW{+S} z4sVAPwU&#TwrZ4WSBfbMe}_m@({$D7x@AHr+034%y;nICnrtx@b~Jgo^&C%P)AUpk z`6;gUueERXFX;RYw1W%%NMInFdG!df+!BEZOQpo3u%N_Nozsh9MX3JMOonEoDR6$- zd0}ZI2;<$4Bm83!ji=c)b{uM@z_sk8y{^r_$obI_8#Zzt$^)Mv!tN^Umz&XR%%0z0 zxZi&l@@Yet_C3mr%wn50Q3b0tmdz)hwsj8|6!P&$zKFvd$5$%2=((`iq(_{|o7m*p zOYcJo8OCQ{KMbArwRt)+y859oU8jkZ1#h$W)CytoX#toOMkpXnsaLLK!NE%`_=`k! zqFz|)&9r<)ACH#R=ESRoP*+}sRY&rY(7L$%X*V8ya)dUiVbo+&?lEFeIni(pL(U{j zrl#Pz6nF=DWW~JZ_<6y5EM^DqZWo{MwJy&+#eN;2G_#|&LSr+eM zR|hQ?^Bm>|!{70|mx3stUo5#_55e_AFeO&>iTJLYyBkuryumjfq!{Fu`*~MMNUN*x zPRq8!^L%$o-kgL4*!BW{%Aw!r=~txW9gdBoZ`^=)F+o!gT`)EsKAs(8v@1xwdI0&k@olO84ei~pC%~v3A?&s$eM_;8C`BuI^3$BF@(o$(O-owa zD_rJ}Fm~cYxaf;a6g|suv#T+?El6o2tCRN%rbfO_)H%~#P?v~sDtTCZ$N18M!^zs< zt+N@G=LR83PkSDC-!Zg1lsBri+EeuXn}~&}jjM zNk+_COF94J8~=SNn5OL<^3osM&WTYd;W@Xu_S#Lu>uwO)iXodMtS3tmrk=lnlLXD%5MsNb86XCoQ#?^iTRd@qJFy@nq#J02>3yViWX2lr7cz zWEJ@%zHVxHii9v?s=0p0%5?Q}M6Dd~allR{8`JtRCpdq(*R+Y%gB~2;1GJ+I)-T^` zIDzagyR9c-uh_R?N5NI1XszS)R~;aRAFK93Bxah|+~E=rJ(cAH9YTaD-2`~6T7@-i z-UuvOwLJ*7)og{?^(wGcv-_jZZq|Ix{}?6$MI_t^L3Th@Hst$lx7|yfyv#F=@y@Ni z9QBBz+nA<1ZK!H;t0x%6qaH)pODeFttWEf;b(##&F%5F$oC>=imp@i1!yz-OGvAjs zwV8p95;{C5i*^n_mhd7Q6b75RE-Q9`YvsQ)C8y9e#PVMUu)V&T5Qsm;Y1D#<5g$9& zmbzA7qk*JqPPV%B3N#8nkr<}eFEE}{Lzn(=(nlO#6xFV_i<}j2)Y#EGsvYe=w|P`m zSQ7I9!xHTh->$}vzR;q<63p|(eP@m3yH!*7OReH0JVmL2XHrTwTZPc^buoty~O zx83t)P4^>|r6^D!al#Y_kwtE-7!2p!FG#weHMT8lg=nHD?LGSf|F4W2)k#`EB+jRJ zMrwifw7C|Urs@h|4C#eOJ~;F>>$Cq^Q8j8PhN;{i8Rk^0nt}L&_P_nBl+V<*&rJLJ zGK_swkSI{F+}gHn+qS)TZQHwdZQHhO+qP}n-p$QRRZ=f6N##^c)%oh0{yLbMZrp4a zdH>>vuKYrj*0QVfDiQYsNWm~lTBoo$Wy+7N9o|pZCJ+b3FTWEpR5GMoeAE+3A%lJV z;kXl3TG}}w|NJ$#D%gFa^VJ5Sh+cGM{_DqE&-OJFk)m3^+dEbRaZ}$uL6p8L+_A>v z)H#Qg1rARawIM6|(KIy^sFB>Pj89u95@^e{rDk0D=6!jN7k1B3_^atG3vnj1N{(C< zd#yR9GS}M*thM8%NED);Ce8xVWriQDY61_Hd*;7LoTx}6g@!K?UI6O?hxHQV50Ude z2_ot}l8-}L6#BBr=_CGl*JKj+F7T{vs0Cw%go|XTeVgq0Av*_R$bo)##UAjt2W@g} zi)`v;x&}owGG;DS1-DZG<3HCr7P=l%6O5cU*|}ipaln`4E>8ht9$JT?BGZ`AAB$TdnUo#KCgFw>iJ%QFwCefw zFlI<%f!O{IR}Em1!#XHMV@5A+J=A|^ua`@ZR{1_Iq6tWSUOl9p|CFC+bsd0cyz|~38&F;t~yRL`4yRRg|AHx z17Y{`yxQ$nY0Ybcb4dG1(|pn38w_?k2JifWme_nH7JM>_KmaH#C&%TUv*`>|@0Sfs zLkAZOx88BB2z=2&fQbRcL~?x-x9$1!+{0=Bt$9Wk5l^_-7jRmljc3z)W~3888UJz% zFvouOT^*0pd_qCW(yxPeJp~tj74H-PrUtX+C%@#6kxh=}sVOr0SrGUJ zLG1*X-%BJm6MJljJjA4Uq?HF7I`{DO>QbgPUAW;Gh`V*n&vYwFMrp8#==dW%@WWFeXvqq8 zDFNVod`Q1t@$)P^)gY|=MlQ!@Am|JGs4ZiWpn9no_zkDPkPvzG-!W!4PC@6`4u7zd z*iK+`X?Vx<+t~8^iJJS|TfiGmrBayixkl3Hg7oZO2O>saa}xznuB zSBqd!z}XcV-+s)SA0iMnDrcxqXPWfFkPlMTvfu;;yy7+J5whXZk;esvi>cANr~uCP z&2?pkGK$eK2AUxhCeIyT@U3~V$UWKLK-cojK_*??0=OHpHJ@>0S-c?|Kea0or@Tg< z2{V}++bL*)gGBQ@1hr~x*G_IuVi%#;PiSC;Y^kH7eWLwvn@iHf<~52kRT=@Y3kV*e zuVeHmRR--#g064r-x<2pHzD=h1edb#@q2#wGaEa;NMx)IvFINmckbO(7h=sDVm{u` zvhK{JVm~Og{JZJ;!>_hwW)-U(RwJrY-^08~-MH#@a!e&m*>j->X$bk=$Y5qkx4-fF zMjVGt786E8aIuMweu2Ubt8O;S?z=n(Q3$NF#IDHUID&R=>{}B4x7q!{?ejFo7gHhq zkfroa;+DtMWm%XSe4o<$+o7te%hmnmK@HJ`9{9Zbmt+H(kO9^7zD1S_DK-oysG;rwk z-eYP@Za1EIOhtCt3sR$0!@Hun;nPe`8ZOC42-~R?8zEw#*cRF zre&2xUcM98HLC+Rb6rR2wv*T3Zb1e&A{Z}av)`xbd{NDwvnG6gGn5fN#D_J;3yyI% znUua5{*4kAb_;4Tr*+$J4?`xC2)_>1f4$bv?W>j}Y!%R#v+K zEo|@m$vdZ|5#f61bm(Gz@e^wOL|{iuRD&bQbNRu-*i2X-zE2>B8P6u6oJr@I^!yd|Ty^RS%> zeJ1aS&(*=|^i3u6l(Yx>7Ai_&Xyc+09cQ8!?}=mb!^hLG_$COJ3h7B6Ok%2oAkz3T zwJ0w=@5Qf-|NE?HEJ#%UJ)1pE)moIuL6&^f#HLgZT3@|c;8KgCPrx9pxXG4Z_Q2dB z@DHD|q!-wNdZP9W$1^kD?en8FeTJs_(x1e{E(O1D7hS#jv>}ao!@oE^Kyba0Cb7af zFL<1t&0{<%&6=&_9NZ|Ct5`$4piq6XNK`PYPVh&SmN5f-bXKk8FcsV{&0)D|>E;*v z>K@pd>?(O$-hMO#&8xTNs#}Np71i{T`pL1X?ltnvG=_^~!~)O3?T17BvM2BJ;kBmH zFkWItq5xV0d|0I?G7VQHGa#cCv9=nKuZxww_XLdRk~sBZ0%w zmdlK0q2;l@Kt=QDe+)ho&3{&uuUt~!&JL`sqAF3fZJTX|5A>rCnMKH$&Gy1Ge}je- z;)MAczL06-%!o@BQPCVyzHwd|fy3^172AJP{2t@SnUzlaCzoIl6-$BlQR7G>t|I?Z zHVMApf6DAqyMlps=8PS^#0a1{_OcW4Um8*aykV^Hm{u^bGT1>O;|t=3;wZth&nP^t za*u8CFw?mRz_2lFluF~A#wFG2)ooVqs`kbUcUiLUQ`89)5aR?QQRo z@*8iI&)Y=#H8wzVTE81PZtQ!CrEmA%_tk^9Mm@%E+Yn3*7h9lA>Vrw4sBO-TdHp$P zzV;UZp68@Qf)xDo9vgVaxFe<+X7k;`Sw&PV|5zR?d%NTwWlpAR;u-7K{IL4>Ox2vV z>_brY>hj*T4sH2R*A`j9Ew>KOLpn8Y^ifUx4pDM!jH?B}G?%f1av%%;ZwP$L$CA?Q zk+UYL@Zm3}i8e$~j2EW&ut+fL@j?Qtx^p0g>ATGiRP-~=R3sLh4UewvK@`Gtx}}_Y^5u%*!YQo z9BKchQ){Nn2V0W{vK0@)JM} zEIvB{YDE5xg>yj-{IR#JzdAH|1UC zJ};>j5*aO11c;q*h%#U;s=^@ga6pd{^f9_o_ovR(&o$3XHUjB0w}$C|`BdF;D9Ep` zsT%HvW>(Pru!l1$r(5@L6BBO81e5(auas{G#f4nIGxE}714Qhr6Zj*bO2e_r2IBhF zJ8<9g#{~k61P_2G*Xp@HR{aK`O9dG*hpfKhW5YyNaJs06$zsN1w7}~0<^ynXcr=t@ zJE^8+=Hp2avu37I$$n%U0@NMh5NaVUWABVOW`KGrEH2&Jpxa;Ka|eCH-&ctxnz9K5 zLZ+)Z{IdmS6_OrR9#e6(?5wjYHG)Ydz;p?&cyqLCof?M`Z*_}6j*NNkk=vOfUyQa5 zrz5>8MbC9iFA_l0CpoZ_g=VM9%%DB7pT2BX?q`FLZBp1{butTJ-L&K6 zPw*|zgtGk^W``)ncJFL8YCYk_m?b%sdFH}GV&;Q~*q`{K7ay357kH2wb9Gc_?)ro9 z;+_TNFR67fkUFLh8JwR(P((;N%c8;>~fC&-x_F$D-A4w~ZkiK*u zc(IMT?8){C1;DWpbGQaq`B{CbVF*iI+!~qfD#j-l2tacGQF*LczX$D|y85^#h+lu! zy!LFPajurHqaOP4)8L@M(D0Dz^|5=Du6&CziN{GmBGv9R1b`icIOfsF~QvLVtv zy+|ZVw!ri1*@A=$q?(Y*3h0QGT%d(CbB|YIU;wEvkU)om-$;W}wH!P0If)XF1wv&1XWt1b6^W9}=;}mEhA87}vn6Xb>!yB3kjwQ!`<<>NH!FiO5Z6qXp zrS0a5*AmWY_Byf^Y9J=S>M7q7z=SsNPohn3F>wM%Nk)eIk)$~7sjIvi%XO7;Q3Fx2Vz<*m`R0%8UwP_l~b3#5t z_mLKajc8~cQq|Pp+XO=QY*0w!xkb0cy>{I?xGG-WU7)5vc{SB?eXcC<(EO^fGyBn( zJh9N+ekbei80{_CaMb;id-L9EFzX>W&D|3gmM2d$g!fYI`p@*v1Q<7h&qwg?_c2L7 zIRR$Br^W}4_ZgFJfnt*(46OCfK8P;jLb^Ep$ zQZF3W;*17x@)L3(LE`@$F_#+ftZ!0!U)O@^vj;FOFE!b(dB~7Kh}gfrtd692$qF0l z1ZJSbmEo@p~a z75?)gF7w#ZTHSZxP4cLoY1xN*cOiDf8Y)}b{p*^R7Vh_5b$$kFhaay7JW&)r08cXn zJ;qr1hO(v9n(U|Af&i4|8@geLAQQ|)3DwDjQ0mAMVo3U|4|gm%3cw}M(*V0O$+%c8 zoC}Mf>GXxMYH*UX{`%{idz}paRv~A?s6vUSs ztb0G#gz%*)nfD&J&wJ--}U;DbItr9 zJlxqfcfBO9yT5{H!J4<7v~_sgs6Sw<@}bsah$H4}I-}f6m*YZsv?$mBEV|g-@k`rL z8kag=*~hSZ^%^x5VXU(Q>|xwgSTa*;i55!gtu(Dof4vj;1{ln6FkaU@6*Rb#Wj8Dv z0U7@11?8ryD@#;pa-ev|!4lXj9gTS`M11660GH=tF^+e;l{ntXO;bx(Ru(g!3qc_1 znwaw{sc$TPNLX!Fo%how$cy2>DH;bwtZzL*L+UW0=KVgM%2M9u-xl%z`1N zvgQFlfsfTX*U#nn=}q(S>?N5UAQ9dZ9X* z9)fx+xUZ_M2?_>jZQU~;?J(x=G3SzlGe)%D!=zWVm@&+n&Faz ztc@b`h$m@VXxZPNuGCzgvayeiVw{stm8}UnUDLnvdS)pklD0#0om0PKZS*Uzy{T^i zB33dN3#&=bO9_~mf?V7Fp}PwwuRR-SyWxc`^pLR`=Yt8ew>j9Sm4)`r&|tLq*udO+ z+0wrEsT*{wlC39tIeY zkB3EKs+pK+?j;gX>I^L%BLsuz@1b`#rqm2$Be1ZhI99aha#RdVDq~Hfg6n&dd zmWF@|J-d*kI>cO!y95lgbmM~5*^&%&|S7W@y2?(wDCK{&2K^|%lZXlEBE zJg1_$rLp797fO?1%*Rcx2jo$U^-ymbC>IAXL<|Qqcjyf>?tL|R+{ouit_jy=DExY8kE|mR9ac;p z$T=d1HFmF1`vb_=RNFJUd{kh1d_V0ElaZ#_JQFkmNcqAbyo|Oj@$NdyOUyRbLS&_= z)!(-(PNVMJJwL}aLGhlNB(@|XCX^T28w^OhxGKva1pCzsB*-9&iURu=l5uUsQw=ra zfWy0JdpuyMNK4_en76y*EdjcOnj&8(xILPv1|9ZCz>{-hT5fTum+4qC74oU*n$fSu?eDn8Kz0QrOjI_}B=`Q6p;`#%_^?iC`KITcPv%I) ztV_oa=Dh&S0*2sNZbH9d!YC>RbTj+H5{C8Oc?r=m$)r!BrtoNTeQPrJxIJ+=Nukl! zOFRa)$GunCG+PzWcIY!l?z`&Ubx4FJL4Q?;DX8F-OqhrU2Wckaf-bd6YAm<1K?B?4 z$eDd|_QRVW;?FOfNyjQNwg`L+FZdhq?y*~lSSv6OslF`Q#7De6yXM8~Lo$H!Vi)Mb zV}#{M-XMkLiujHZ5R-yl?`jIQ%ELrTtPc?)60}Pz{Ns>Cjfh6uea1;7V)+M2pobgfdVljrm4(cG@gnHzxij)qber=eCoZxEjbDtmh73*} zdCc0yh>71<(+!ZzSZGaLSm?>Q-zoYLicLmov9AG7Xkt0$COxA?W-nrVmH$=D;NU1g zExM?62eE8sh)p|a;b#ywx-IYw$Tqq7R_&BTQ;EMpFh{RlLSs>7yZD3qIr~zP5560_ zUu}L!0Wb+nAW74*b|1xHt`V{3&~rhDE8%PZ%C}}9!fD1VIHLr*E#Z!>Z#I8cZJ5Ri zc7qDGTwR&CV6J2(<9$kf7ZfEFj+7QG8_}@TA*=CuwTk+ePqiEILg34RRGs^peo(4T%>+)8ow zYIn@BpCiUw_l^;*U0o8t2=w96A}txzizhD>1=*j+fulO4xjZCketBAGQ?xym>Wv)$ zaDEu%?Kknuq_dOEauCeSg`F!V#_>u866rEossm`z;sMLD;{-TIzBX8hHFfiR7%3C9 z-pGAfyvVa|3mGLR3IXSRF#gf)!G!GQzTYgzhTj8|+?f@V?l3AuqHVJgvmY?o!u55g5kw`3F@@dUnPheSUG2Qxx z04{g6;oZGHxxq&&gMS4U2)wkwO+YOD%{Qcu#Ge1@dbMF_hW(^cI>$~y``nx7ZQWtF zsO>*KS)Bb?N`{@6VVAx?hw{an1(FF4IaS9GvRPQA%)~s2ON6A8DBOh~9yJ#F*}RTo zpPko%ZVK4H805gJ;Tv<^Bfg%Ia3+t+t;JVI_;IR}pn@2dmvg3}hXsMWZa%z=`bd#= zS5^s!7fwHo+thjoHlFLV?Fs&GKpV2hT*o#$>_saKea74)?P-QxpRe?{=QJGf7X&j< z*GV5IK(@=c1y6=)X;O8znF{MH6dD)dbaOI`l?Q>U$y&_Wu4#nEkm3oVS9BUzLQHZ8 zax>yGH-@6~wNqf_g$pONP{*YaSK?W!+pvVfr|OoI0K=uQ0x6wYQKaG4hx_x_`&U%hk0wnKaBFEL zkOf*4;%Og4j}OsI3Pw64RSY5!_BCUJl!D*CXGMnY1XJ|j@s*OHfJrdsZWoGY3;&D7 zAJDuyk=|aWe36PU$_I}8_ZWr&xWXL@M}-XXcA+x!+Yy`*O%m?6L%v+aNZlM(5o%P` zg8mj!0g#Zqhb+N zmWks@CXjYUu-aDn-40RF9J{=j0Nz^X8%tRZvEZBAuGb9N~O@~ zLodpTh%$GHd!)3_dc(1ns(e!Ba7J7+P?=6QG|SMsc?wi=>|#6Mdr&Aro)O34af|V< zqkWns7t0Kjf#FHb&u)g4F6TPAIcK;m8N+?I?MpAQHx=#~{w*_zGk4WK9|%aEuPJd> z4K#@Sgw_xyhEc2!&Z*Q0rNF*+>>m^jkpZMci%W;5RrxE#_UsnAGTj-A|2%;qdc2=Q zqJc1t=_4Tx;)W7QuG6#VI@>y#>QF>bT1Om`nqt?%T}2Y&A6`%D+@`$x)CZB?N=N-UqK`s3ZRrrT6-8B0JmnkAfB9O83 zzL(xa!SZd%uoJO-JXQND3b4Xt6D!y#Id3V{X*5p->R5qO!t33I9;E9S9yUPaEq}oO z#Ny`!#OtJQ?b^<9b4(n^x^l@|K|K`CxFiE`aNOIVLn?-##jD6u6{~J-HpD1ZGobA6 z4;lq7GKZQiDTI@|xxV8ZT^zb*hh$Czx|#5bsh>zJFCVJ!biCTtusC|iBc7|MAcRrKquGqZPi@InjDfx$dD zkCxjHT8=bQ{RG!M_sszS-io7LpC0P(TGDsx_cShQAXA{*eb*=Xz6G&n2SsMBX-~P9 zE|pkZ9EZLF0wayi;u1IF0xD)ftJ&-qAeWp81ZIz>0r*yZ@Qnh%L!qY(+es|7<~--c zO%kEnXgiVAuS>b|lES#=RjKboDcKgOb{Y&cK)OJ8U*73ks>;k-%*vM=#a>sLRIm_p zmaG?qWp*ObP-ek4{p8<$V!pz=B+lkFTAb4V?C74Sdp1P%q|+ zH8;3}tAXZHyfulk#Cl7Ri61}r zbmgNuE9*An64l>7HNOf0bd+(OTZbqz-p5(eTXvT%$V}kx?WXB*LT6giJ7D#-uTOFt zi|pRaIX=O<7|dP43_b1=vK%nKN7kw!C)sPy#(TA#67lWbybwla5?(Y5JemMGl%9&H z^3o=EWA)JXA;+*jOB+PN+`QvxaDrO=o&0{1L$l$A?3c76dXxA4n2gUL$+i;)89Rv+ zQqbwuVHW*6+ngG&makv^NqPn5!$o^4Zo{H$F8i+M%rr<+8G@0|zY(dJeq~s!h&`FC z#{PMqJ!-9q!&eel@nc2^93DUN?P{zDHYFId6eE+85{VpA)ho_O44jRzw3`Uw!(;~J z5XPdbq%rc*<61!^;Eq?)-OQgd3k`TQ2?ip0fe3vgnwWOWUfttNYaNw?g8$QVsg1Fc zQiJy;I&+sE#VPTg2Up@lq74}BjYPTA=*1(@rKiIg`N@u}rA&bhr|}FqeG~0=RI%zC ztEgVY@|m~_R5ugw8=)=D;V?6e&$|S%`8(lHO_lwx#SIKv9mDeO&72(w{%^AvwVqs% z%7|!d{~V0bGRQMIR*N9pS$a90JY)nA5qjNMndP1$&f4N3TKc$tXVKoCID zF2dJ3zJipE^XtBD4&z!)s$m%!>8=v!E){i>l15gL@*0%s?jz&F<#P9b_Zc>iZs$;S z_6EDAYUN4wCkYM{k}9J3_d1)hTwo64Q*FI|HpA(t#hwI0`Pu^!}+-Iw`pDcHRtOF9#rnP-VzW$cIS=Yn#<8 zOxKneBpmE!e^n58ZyxGLOXz?9nRLqMmD~EhlP85u2i(Q0zdLB*;T=m!{MBEoPR}d%>8}$AfEzmKVBNpb$PW|H?I(KQKltb z2wPWP4ORLl$TwuDd+7(R*%{)%9P(34wW*ft1ycwpwHPDL&Zn;Ew|#-2EXDpB6-kyK ztgmU~TIP!6v5umU-vOH1c2ebt7y|eHIWyNPMkyGe_lg8Y<+u6Do4hTsTZw7;j1&^- znejeJt1P>D_(jJAK+Ck8fK$+MRgO8k6I-J_$?tjp>(YO#*V22n&it1`n7eC01NpNH zf|VH*Yc^nhfa>5EP3}>%bhk<<6uSQ7X9jt4oO=x0=6s%m%LAgawgbzx(;IKViXB!A zRx5F5!latZT4Nn*H_}NR)G}pHYH8?C7x1-@s=xkpaV?JUn6>I36dtgIa$f;YB-tgrE%dgKaw>@2U*} z0Uv>@k)HZ|HNp;xc4K_~n#+BWC&=jV@#pRhjBm-jNM?W|-N)yD48YWBPcRfjyq`{1 zNk(q7m#uJ$o$x=e%a0Qvo2IioOM5f;uxP>uzlWa)H%eRc-gve~VV^IT0S%;dJ(yLDXzIo zmBjPrJvd zJUbV;NQpfRubLdGiUjcyj6nG7m0&(^$fb$iG)94Yr&qG5*aCB~q$f>IY0lWzEIM3v z=Zh-%(u3$L;0jAOx*7EV&Bikxj2>DtaYvRb+f%1GRTMdKOQ+W{d`k>P^cD*Q@En9G zE_G8NUzRK$Y%VV#oB^$TA#D%3&JHFc4(-9o*NHjPO<|ib7$nlE@xlK&WeL#cB&Zll zC%)UuW%oXgFMT-n`VK_B0Dqxvo?~~-u9whMm|3i zumqYAXrL(TxM+l*-tqpR(ZVM>AU&yfoZ9)T123Eo0_R}CpRb>OK%oG1I!oRhyn&G) zytLJ}?o)W}ZeAsqPdrb{Y#}yjcIfdM#XfkNGNZ&fPnRgnMEsHHg&)!Bn$g*>>yL6k$i!1#7awREF_mSKXlg z9UA)G{5d{O=X*JN2KCBAItIilLvBnd`XMPY&bZdYfy(nKlD-?Z*7iKIxImql&1gBJ z2G2nBw$7uiF2=`;STU?bYFRyi0vW6{QyYYM&#Y=lNRLo<^j+^Mo7)z1NP=jqHpKbp zksHK-G%qtpq@kXZqe%m$m2-uqeXZJ#hhdytsy{(RnC9ox@*)xK4|Q;tjlhs^+_U`x zCjaM6F@eW^I3JxhdGGpj$-miYI$M;ue)zyA1P^HH;*ru7pqsGFYw*@u%nGF2DpbSX zQDH=*#C(QY@f}*f=Nb0nD5{6+*1dxtW{7*P;zl`mt-6gHVsYMsJdblRYAZ%m5#t|! z7ffVQ)BINgq2pjLA|Z)^QQJidLH=R-mP~^S(OFRYK6SCNu%*@zSpwzI5wjDUwVLe+WuxGcE{n_-D5y4eX|KL_9U-%i(%h6}) zrw{~42j3<;^}Q|gR*yNYO~6J3_nesh7GXU9Gpa1|;{~@_8t!CQog?u!4;e^$%hR|z zp^da&E4q}TtIn#Sj@8a^aQIGpTZ8<$sW8!+d`10-5o3|}y1 z4#V$4s15(^{X-l;Xe;*+4vbG%b70+}%28x^Q#U80wgW=^YJd!j$}jB$;Os&3i&38* zEiXjRdiLI@WeV=ZMrX#3!-=PB)?!2{8$SNG>E#%KV|urr+%CUk48Jz1jqd3{4;3v4 zG#XrI47Q)Xo^Jdn^56_VH;PR~E2XQbIv^@(kmyq>oNu#h%wJUl1jpYe3(PN1Q_c6f zd3Fbfvcf9bTF2Q#u;(rbnRxnBJCd;~mIgiqd=70~86ePtYS2ft= zkxPVQL?xsyq)Q&NnTRfmb5v?yv{c`p61@2;qj89%*s80miw0H^AoGtjuy|qb%_n|*RjEo34B{Eto)d-V=PXf9Zmh41+qb%v?lnV-Ok1j*Q&}`>gEQxv5aB0d_p9enDi%&w>q7*!Oo%@jjtCt!?y67EZ+GOSf4^Lv z->{@=6r1hKnn_s-rAr346w|R-S5#eZr( zWSCw%S06XwO*B4P`0nUU%1F~5j$Em^*V1%Qvk47b!+rEkiw3ywq*QF@F%_Il^GgLTN_)-fp=r7$!&Xw*YA0J0^N#Uy4C5b&%_2dWMzfq&mXjcq-AR0E6W&PV)rOQ@mo)V~cgAeZ%MW*H2o ze^|n*f8%)paaHlNf|8P%ZxVv~5_hBA&82VR&4C+yyAEaRIE46Wv~9j%{~$%(8D|dH zEI`Ak9&VHw--B(ZtkoX639+A@2&}}8VqH;bZrxkUy17Acl*8fqs~}0ikKM!y^Qg%q z00E=F3a&0aEwCS7oN!zn0XB4YcG$_~dQ?t0u*cTqLE%E}=^3JnH?H$e3i>jB0nTl{ zJ(`G{344BfzYRDhZUU+MaTZQql64hN;f@*@c8RAtsGEI33|^$kMY-Qjswc~JWkvhl z=C}^#+4|f2CB)@WFgAb55dF=A7CH5ix!o$YW{zL`<06(OqD5Ti^LxC<;a38?Tos5M zjF-yf!q)YR@X%nZHS)*Cvy2FEWTH!LL23P;m@omZbmiE9ZRv54y%p;P>S|?NUCui3 zMjEy~i`u!o&7m)_f;2e95#^oyk{KXCpa?L4f;2D)3IGHI1ONa4;lKD_iwZy=Ku}Il zMnhRtPefi$PE=HxUO`D-N>qiO&dkD@URYjMR#HVzR76rmR#{wC1rz`fO~k?s3V`50 zFaQBC008Wki>OpL0sj~1|Jb?M(*ppGmFL;~|KmG7sM*6i!rbiv{Yx1f!c{il2KpZu zM<`hQZ8SCSOhlModY`H$?4N)7%~_I}Ja1o;a8r|hW!07JmFx&L3;|4(Sp z{(eLN0tn!`-bIx?9t`pPZC?;%!iEClwPyEqqd4S5p}Or03~@W}|4s|wi8zDuAEo~u z|94tM0P6pRmWl!k{lB1Z z;%;l{*=>%b`09E`_!k6IrW(?6wqJLgz`~GsQ(QIKCbUFGYk7*q6qUc%3NOT8W1X$4 z>!VY=9NXSJ_FOggO7f5Y%uFd1kxaO5wz9^h;pA{SoqX||jRf}RDUT5$c~*VC98q#d zfXX|PLAj16A4w8E*peRw>jSKr)b?-~<2TOFoSg&w@?N?wG>lCc)();!g%vh3z)q-> zc=**5!M>>HODT3|%N8V|Q~&EWj=-GbUnZ8sj1A_R6jc~QNmAcS-^*73P6tuMjL5o! zU$aP$i~>jZqOuKODG9dY##G~30dU76^}M>iw9^H$GxN)K{U?}f7r^5t${_tcYsbBl z78+_nu_kK3RVXg0ewe^dJQ zD*4OoYSp*f6kx{G{uZ^K>JW6BTklX&*UQT`bt2LVla55V4>%lRJ?yBMls*Y_4L)k8 z+d;F}FZ0$kyeUUA8c|7oN)#V_;g-W=;2XKX7^|LP@yGSbj{L-lUYUvV>xO)`!y9XM zHb5g?`>8Id@E%#J^-;d+-3X1D+HLJYzGQ)en$3&G_^%0LjaR+WV=s^TCrTtws6Kn1 z*Q_d0;(17|;LzjNCp?sM>h!Qx*0rFKp)Q3kK#a?7 zwz|yfRbUNMLQ915014elvS^&G-XtE&C`!zprbvr~YJ&|asv^{-B76Fkz$oM0kw z<04rmd+d>mEJF(FLaoxE<*rs30kAM~dT;llx8yI2Y7J8;N;3KPmwvGIe`F#g_WSfYg?t%rZL_8KUYsKc(kDmV^G< zd|j!cb@1!6u20i@1D8g_3dllWIn{5ei?ri&q;RY*Y_>8HihqZ2B%_bO{`=s^OEFBbwcAqjTepNL>e`jdrXcFQNSMS_GNk=fEWu66+=C^z*o#*dGavsIW( z9tw_-gR5JFeANZFd3u@h5QLkiPJoaX|L^yxo3zH|fhmUaErH+@H^(I2-G?0_E1&zq z_cmrLeQBO2D{fDb)!r_^Seqkx=56hm)VQ~bo{pGaUN1VH&UdLj8%)4LQOpnP=Bmyn zggx$v;C`ygp>=8mzRcp{iiBb&Y0jAA89h}oWo?)qnddB=NW9gCeSgTrK9%1eMSrfy zJ@@eYP^9=4*7qa(JkB&7W-_Wic1@+|em#vkG;%B5=qEt#gJU^3ZPA-E{fvd>_Ju!V zP(7;#6qt2!{#M|!fx7E&&Pn_!6O}NN;ogIXh$p2!U^Vm&8(L9zYmMS$X|D(ZCLy0& zep%6snvT~pkPVH`Yk$oQ3lI~h;pfwNNN}f4BUv~=fB;$3#F(W^_THk8PD?z32nA}6 z3B>NixvmRq5z!p(6|Q^9D5}@J3Wu_Odd!_2`fpALjUXU6!$ef`pm0quf0(H8(8Emi z6p*>41>o57=N+}OTdmi0mrw2)V^OISuRjAgloiN|Z%^PPOFkOkVhQm}I1&_321`E= zLB?T!$SobBQt_)?o&r8fBg<1~$<9a*CGkV2;)iZ;bm>sFgq+#13gn%M1-2{v#uAL+ zT8K~Mqyf7JwMGQfVm&>lkSC*4MRK8fWIJwU42s$`>IP<$fk$zcFOG1cpNFz3d+v4YLjYrg z)W{Ne3U2mfP-jg`t`}})=#HP$pQNqpP%R!85!GgI zd@{9ZedF{b*3gtn?QcaNb5IO4Muabm40+860X=^;&i%{1v=!vXq==RjuUDc(=-K{B zKd~SUmWdg+(|EoOZmo7dX0pcn7H+N0;s);%eC$D6;w~lX+BQ5Ha8&4fPFNOU5w8#} z6U?YOq7hEy4^`?VJ;hAgKP^WdDr*j`F%$TyDt}?GaTrzB`mc&eIt$4C;1)kSrO4aJ zs?4#LbgO3$BJsX$8hz*2A}r7eHi9Dl=UFe3QZ1iW$-1*`{;Z;@$mQLoenupT^TabZ zE82Yve~q%e(@JA`i)v7p@VCAwW-JdQjV|@ZR&jN7ZVIRR3E_}5YLlUy{}p%YJiqpRL&Whaf1lFqsj3)+{X-5Y{t0#f-Kh@w#LMA zTTfJD$C5u(ubYe0=l$jQaz+ZK{%7UD70uDUyx>07X*pS}BaA5hc!0Uw00{V|qvUVu z>cFovsK@fGZ`0U)=e0i|WK*bGuPrf6*rjUsK?*Acp>EZ|L;ILb+eV)3D0Z;y4U1nW z!Uuv-Wu`6tz`UsDueGoMJ2W+|*9_c~eIYWGxL~zV+1l-*l$(26DE~sq;3^MfuY?ez z-7?Xl>Ztatmet%=C4|-Z(1j)IQ3uXiVupex#)Nu-VZrug+0=SW=jRl|6pQ;_c_Quh z$1qEpZOnV|i!i2wt!DQ`iY8>5qKV6uubi3JdS+u&Dk0Fvc`wL^(SiCgc5 z`NCA3`Y>Pj$`8O0+T6yVx&4w(>Cm+3NupHmv60ptrr70e4P)8<>$m71XpU@z4Iy|e z>c@P$ymR*>-^t~&c%%&ASf-U@p5<1sHo*8nL=*sZls0^L@$XoDd{hBIy?TlsTIbcI zxeY(YDRR*4Mxc>;0PjX2M&x>XB1TlnGZV@QG$gJ&fxkLJ8gES=lqejRHm1T`s`&@d2B8nNp)%p+j`JBo5AOksI%2)7gMpwAc6m{ux*pAqL zuR7sVEmZz!N^2x3fL1|FQrMoH|G_0PlVhe3_3OuyNkWVoQ-;r-m$X7jLL81^BZ2uX z_Ai=)0)?L17w=rXU(=de2*VS^wJBrkO40GWx^#pV5R?)>RONd6^2fQPIC=c;ztg}? z351xKf+jtkiII+`>Af*+U%I@rn9*Om^~xXL#P@oizIOoEz;&V%V8p&g6!-b8ApzK4!bRiquAYQ|U_0FwetTuB^suIHFI2k9^2Up)|?>uVXaEV-T+NJq(KW)?*vaJ98r`ghSTTG8zE|O>& zw!xFVt+SzD70<|VuoSsEXJ))EDC|iw4i;77EbW)RFVAoz`WRN$*O}GH@y@c_+8xl2 zMkQ)nw{@9x?hdaaXGfE^q2RM@+|OK$-NhX9?TB=ENfwgpeBOO)n&zlEM$}w z86ik38+s=zn{=tbbV8Y4`b`N>=^)mUGGx+1%>f*)f7e&bQ;$9Gx<&Z z;TayZ^=;TGQqJWg1(km~CUj+Q7$jSb-NoFnMTp8HJA#v9=Z*`asAi4m&uC=XRtb&& z=rx7i{vbkUDrR(|lo={SrKsi-)>dZOtw54_XxyT(@e8}SIyri}9_8-P?7-X2hTK@7 zl!)H2fyc_(d75Ik+sbBwF&<;93vtH*nEy_@)y&!+4cq))oiqi3m20E04=zf44bi3j zxHwzw7Q4&a`m5hoo0WVF;%!4-j4P+JP_~^R`nulH=DWT{HVdt?E*v8!$kK4j{!C}3ZL>17(zb2ewr$(CZJU+0ZQJ%#_w;mh-+TWz zCg$5j)Ti@)+VR8_JI+~Wy}!LSC11&zrH5F5GnaEGiNGdIF>}6hf$hjQp4idVLglJzkPe+V2 zuC{rCjt+t}MxGw)13+=E7Zn3fA*}UWV#?|ppE7)Gc~#b!Nbbd(jZL!q*%xY`B44SY z;&xGM&&h+5pi{TPSSB0U@=7G}T%K*nsY~ZhXIWmy*;@lm%)^EKD_We=$1IvsaR3`z z%xnZHY;lU2t{^qZf-n82iNkc@XF10v@i3~M&USD2a76jkUGF+e?<(7A%Z`)N@n6a^ z6-XrA$~5UNR$8_rxrw74dG83`QsEUYT#>_Tl=ccI>DYyKw##E{Xir;Bk3=`VYhCDm zR<*&C)G9RHoWL#OwlQ9D_{ei=Ksu}x6>Qs|w)+2nir=Vlx5&5Lt!}DA5{QMXBd)0NhVc8BIYRal zg-Tc(n+7!}XG{}2BJxM+XwfK-Iw4)%%Ev~L#tLz%$k*oX(s8)fjr#shlvw6ojIE-- zY_R$ROK%SqXQh(A;8={=t8&e-p#4(QYPP>^1D21rvae?QjISS#uPOV0pR@)e=X0Jt zknao&i_&cDimtx+LKfC47!trOe9YYm9qpkGvE%l-CDTPx9GyBVsR`sc$Wor9U;R@G z)04BlN=*d7Fd(PV_5})5RF&jdOcNkn9a~pUJy(CwhK@1s7^=B}e%sJAvbeMGZMdWB z+1#8KBMG+A&=+t~>doWg0%sdt$k(Qrt%giEt4!b|pz-|DySXarNR0U_0#~?PE z(9xstnf@mnBQ%H%mzCJ!T#ykHw4z1jOh951z2-24xw-~4^OWb7J%eyiuv|7W^9PgJ z^JirBKA$c9L&tvUz&-TU@HGWOx?Wde&%PI=PW&ttq@w1q=f<4s*47r$WQhdH^7A&~ z?5Wb{u$P2ijoc(pVYXoJH{gF*lGKaM?dM1U01T}E&XObr(EKM$@_(Ae!a|AyqW@p4 z)?WaCuBQkC|7c78>)J5C#SjDV;Q@LZ+(21md_^gHw`-xr#Z4%a1-x?{o75Y$d#P*v z8puDf8iWkC=_qFSIu4Z4qSA|HxrP!ZTWDAr#x5>C%{mfAPJ!M;^L6h#=UYt~;oHVC zhWtogNOQ#TPBsd9x?x-i1%031{_}eJZr(U;{>9w2mky3;bQ)~s)8~Z+1Ru=)vVNn#6%gT^rF=0^tgl+)zRMnZKNlNpk-qJ zIXmXRJwG;p{6C%lKb&C~GixJiM_0%H^qSWr{000!>LLFsj0|HUs!WE$FTZb~RFSNzVYqzKE#bAIpUMg`81& zUZzk)^ZgXV^Z9gs-Q(HT{W1Lg)$%co_jPwZ{r!5$@^Pi({rTzh((?T^{IQ;Mo3Y*V zIo0#Jtn>Bc^4`Yt@swiI`Bg%rsD9-0bxyX-F70b<8h>esC8eS<^nEV>iq>wb*|l37x5?Nc6j16pWD$6=cD9i`QxFe#@$mtOLfZQJnscRDMss+*o;~GQ)j#T zGg2U-YEfVxNhPl8mB=Cc^h0zt<81L<$m-O+yL*7+nE#k%?9F(%wAm?T(0;jT;$FPm z%Pi@e4sOblhcuZ}d&oOJxlcfp6#%~|5Xj?Who zY64|-r~Fg%xb=sCGZD%1+e&(JmGuYXV6%2Y3}2_+HJ{+YqDI%+#qDFGNzBuU)EM z5uz3xLKJZC2yta*$2-3U?;54M?Be#oE!$gNMs&_kUoQ-YW1|SNV}D(Y{k2csXqi~7r5?nli{&bA z8Zc{cIxLTpDWf{^@|=#Z9fhEW=g0 zTZBo^D+^Mz->~eaf%m537o^0Qo7d_?5*$obxw-n`3{ei;mZ8lTGXj$bS~rJwTFi8U zPnv3xR=iMg^2aUmLt}a!k_z-M^`VDl3BH`<&-iy|^$UT;_QXVSMZ{)QHA63bi&sWF zWU7(4)s%=XN-7tA80ToOtMI9Y@ML&m#)uN#zFhH=sESGAm`fDLa2>h9wg>Mu`v{Vw z#Q|G2%DgS92>?(7>tNkbYXiIV@hV~M-M9MB$Tb+GSwd&Y!yb^Zr2v&MKeAmiV3v6B zEN?ZIW0ph>tbK2+wkvn_4dsiUFDLMEyLsSQa#7-0neN)~-_5p>znvczF{s08?9aT- z*#`1;Idshg-{P&ZIw&GQ+{r;1mMptEnbO!w_P}Xq_R5cjl4VTMIH|aFhCzaSME#LE z*~?VOk%dsG)ntH1ugp1L##%DVgN~qD!!0UIlheFlV*>d0G?IVhudNl!#a3Px1)daU zbQz#rfM6+bc5A%a1)48K_fW8)nNVP6R=VoNde`Nta&Pi3v++}MU1BToYY)(?Zi;)Q z1AB3-s!Q@{(rGwB%*~(DBEX7Do{2GrCsC(Y$x($6G_g& zuM#tQ*v^@R9~&D~hqJeg#|LC$M5}8oRUUE+d9{qp$YZR)iqjkP7h>&e{1?_r^7;t}B5^aZ0Oy;qj?k+pKX3hJ}m z9svw$MKG_nMR4ql@jM&fRDdQnTvr{&v6-+rsVi*d4_jlvt~Vxb)1pf!;5QFjce5$& zR|%C^u(HU*&T^_o!nRD(sfUUsZ|aGyPmw~nDDvO2Zf_pAn%`Mfunh(b=A1*TGGQEc zX2WUQt+u<4sFV+XjDYLuC}w1snKzX>EhuD7h$wkI07cN1ge{mK(@vzzI*o2&6-Vw zg5YH@btVL5&cP(vQxQH2ggmP_y4W4rZ@PQ5CPFIp(q3|~Ny9pjQ>Q$;JP_u_Fj}Cz zwolD?_!BDgl6egCRUsfwqUtdJ)rwE9xzwuR2BchLRC>az|1$B{QjsWt)X92 z?n-_jdq>zU$|iv)vsypmT@M_Wx=E0`z-58a_j1xvkCia*B1nt^;b~KohtT7(9u~kM zwzS9~)_9@3xn)b^57K>GrcKae{rXe$#-Dl~>E#6)OK@rO5hh0M{0DsG&yVqaFlS$9JeA5;%~<(Y+-Mb& zALiPqdIp4BEnu!2l>xiFz;RVdnyiYSCHhsk^$kF1Vv7O!X#_&pVA%+XAB4N}_9t2q zY~>mZy}8M+iehZ^kU{~)C5(XZGp#nF7xB6RjAfP-(*$LTa9M&^%#v`f){zb-NZw(a z&vh0|*i}uY$A0=2tR~H_)sRT^>qz#rD^j5C{AMbT8?R~koVuUxXu{$`Tgva}_Hy=R zVNo&DiReV&xxX`~WOJvqnAgFW@E-ynG!Z0LDY6%~C7)96@PcFnKJZm0VPy}@es>f@ z)TZw(e*x6|VoUyJ6yED9=|38jOPdpr*1-1NR}i3z2-Bx|h@4)WM4n9B2rArLah~pT ztJoQv4E zzqvVh9G4ScI;5&?z|LG(j4y}zd+E7XJQj_|X&GC@`ODRb7~k`NR74orAg%C1VwXL9 zNRikm3F=F+B7AVsk7O6r>H^EE@HA+N3D(qmt!*&N7(KD9Hn)^6C|_Ubjr{rtQ?|P0 zA~ugNu`;KUV}&=V2I71Su8jTW^~j@(A}k!Dj))9=(8NBw)cMoZyP%gFaKP#t-L= zBH2Y}>+}oCb;sa`Pk7hn`P}yUBUVFcz!};$4aYk)%%5BWmM*pzB?sSE%o=FmzviKN za!pi|_W&nrIoJtuHac4;1K-5iJ=p6=h!n=%|AI|q3crO!Vd5n1xk}UP$R>(7htd-c zt(%Mw!)Wz=fDLdrfmE(c^%q-$b&JOy$rq5+;49|EYz(bXMb0_#NM(Rx7&DusdJNlOkNvq37E>tx ziZ{F9XvtZds$c}qs~$C+dXqESWpy@wT|IHH7w%P%j0eC&!TJ*|-XhjK@Y5a+>NJus z95FbPd*KAnGTxbQ)s&w<_$+VDAjv9<-!6VHRX?xvxD;4?VuR-vtdCg&7R-F5iVPq0 z+6ElW$|TKw{I*>kC$u@pSZkmu$Bds3o1NzQ3n@C_2oUV#ywnNPIWnzSZgk0l&{#4% zs+6@PG#l>vFp)F~*se)OA-+>lpgtZ*XLMD{f9*GW++hbcNQgskp*c)JZy|FH_>-(u z9f$4~yvzAH&bwT?V>f;1X`4-uQL*}8@J_^bO?gWbk#@pFKFwbHbeb9S(P(nA}-hJx)}Ah?k1KwQD#-J z+U*H-@Z(NKA6&-_%&%%#VFiD~12h(JH)Y6R5qDbmB=wQ=4z=^PvN-7~Osa+VL}>W| z-u4cZy-+tnAvNpj?5$KT4WLLV;aoE+t_I)oG`b$O)suJZJqsZzW8%)!rJUbw?7pGM zy6YEeL~IU{uR+O|)d2V&3&d^!zI}U*jhM6a{s-3pnUx2GwcZ5`Wi2;SzjAd!AEaYF z3fR396Bz+JSHYZ^Op!Z$Rm6ipY#JMQ?g0@y4`o>tJP39sjw~WO>71&-w(E}xH$Ml* zZyX{|G|Sll;*>;o`4~#S_qNs$OR7)ccnxwgd_7y45bH@=Rk$ULk*BeoS z2_+m?Tqr)9A;mmTa-iu=N;8$wrhSnB9qk_aX(&lu1gtZ%3h$w4MoRMQDS{)yG z<{{2e1@(vAL4xS*jY#doA(Xf@I}4KqyU2OqBZxBgq;$uSM6}2@H3*&&xZ*#D z$bg^x##{vprfC?R{rrHm0@ zDEoK{kojFM$2lxtcDEI*0s?IV3LkBRnu#zvQnAH#XSs|;%DH4Jau2RFDNRI!Ej6&+ z+U-mTZ=5*r))_KWnX#PHscZn?^c0jGcGSsmtUP10!;@fu7exuW^fdK3UBLu`1X@J! zq}NC5TVfjzY$r!#K9+!J&G5)^-6n$mgt-fLcU3(Rw0_oLkmeo7x?z&dC?z`Q2syj5 z3K7D#JHH%bzKT$Hbi`hU)`sm0jggF|9gSaZT0kTbTM??GC?SV?i;^^rOX-=&02Mbd z_iF(6P;^|$C$yL)$@v$>L7j`Q*rDd^WgzYka>`9YnVA4;+bK8;_u`E@Zxy?^yCu6r zp7?o8+bQ7lo#pp3sNj&Gc=1|~y9tEk6xBd1uGZ7FbPS+CT;yhqaoN;YZ8*?O_u7@o z#>#JIp@$MFveW3d3Q!AkDVyj_f*hcn1%O-yy%6Z$;MOMKa1EcZz);!(6}!O@5hR0 z5DAYhUmlaFRfpLD?2tZKtPLq@Vc{;)F9M00N_KB#mfi>Qlpim2joMUYG5K-W;e}U} z0Rl@$&Gt~8UqAJp@2O8$$FF{l1BVOd<^Lha$r_WWpG)Nb%?b?4c%H29Ge#em&;=;V z9OaP2ijxcQI-g{9V3>M!)Vz4|RbSQ;NWTN*njPx^P1{B471F*2s+Z?OX;NNIX5rZ4 zZ~iE~KY{82HP)mzpx8W2&)Ett&*5ePbNmEQ;@~t)FO0lgytUGxNKmZG*1EhB!XVim zSfnb4aAlp&Y6$DdL)P5;i*6waLJWIZR z7760d7g_JYHYRu9%oshehp!|xserH)Q6RkE_*Ac;)Hl9Je{ihS0d8^~g^d4md6a#a zq0$9NXbS=su-N9*6o3IJNU5T{EA%%8*gVJ$IH?nBf{9xZO$qu;|Bn<6yrffbo`)gb zBv&bSG2IE~PUJETcTB5a-5A-~;fe-f1JJy?szAU(;=jX#jUgK;CxyV&sF=At!G{;} z%46*B!3C)n@Ib|dFSII-tPLNl&jczxV5`(gWh)Klche1nGqODaB`g;~%o#!rwB~7o z^Z~2VBp>ZvQpx9qC3Beyv*?XT0uEL~OTvq~a5J*vQxO!j1v8p(Z$SJ^nAS-rNXYoO z;2DAP1fhgxZrcPhkj1^*o8k~gHYWw)`SackyvD^vo-jbSqILAY7$sY~c6F;)Ga0uv z!ga_}E!V5)8ZdiUrv+);t6wewd}fJOKjg!*js`&N$bLNPS}H4U!HSJpr?)?Q;8A|- z!yvAWL*gRMyv+gkrNtheu+1WMA&;K;t(_6U1r9~El4IqsSd_M^dU8fpC|TpQI9GbE zaUQ(%14ryhSVUNDlpaf9v6vSw(o_o))5LgL@@JU%$yCyGRcaflb};kLL#T2E!9pvc z)GL=BKIp1uWG}fuAS|{y>bj8Y9Wp|M@5D7*Kbd?Bo!=6tKbbA>k@^wRjr}^25U4Fr zf(^OQQkE!{gr^O3MzE06eQ?&1Vhl zziAc82M6KT)^41rV|8ek(xZRQJ)_#hu%)ZSg$#FS{rOf{-|ox{c4RVQ#UQ8@mKGb$ zr9lXe-Ud6sWC5OF7V~G@4`;NnE9RE@s_;4txg9Tf@t@%8CsfZ~Yy#8YCXiRYUH6-b zC?g5@(4iWdu#Kq4CKDpFiX?1m8p+G2!&e1jA+Mi$)AG!Svr((2%n6I>Ud%obzhwhA zdcEXJK`dK15t3C9A#>dvxrag<`h>3E*e!EBS7Tv%?RZN2=f`ooep!#TD* z$cZJhI0CY^yxD-Q=r}wVoQ<@=XHR=R|9@2`VwBa=v3!zB+ol)$M(efE`){=b(+9M)cO_2^uji&M~H?TV&1n zG+-1B^E7b*EpxKHig}|Sa$~UFHgVua#q;PA`W^~6ui$6NQ(m)53m>y0`yfCq7ct}w zr7l5h*QvsdSYOk!-hZJ}TU%Z_->B`R--R9yS{|Pw-qW}+WA?QCh$+vnJCA>wJ+O4X znW7M4e5~IRzr8Vie*%e-y0ECoVq)Ki?BZS$5Y+A)decp@PUX76tpuw!uJTI7wa|tj ze3`ZJ-SQ^sD=2@aHAg8*is8jWfk7RH*J1Umym%rC!8FSP@IAd5wk?5-WY%XJ5n~}U zv$9Qpk`;gM#yVZ@oEK};7x>{kfdPS?n3ZqI1m494{svvW zgw0h8T2-i@SMof~ic|sOFk_uGxV5-ZU06-Na{=~jYSbIFEm@10D{#F8#xsA^Vdgdq zkP|O6ML|(2zbW`FsLk<(T_@Ai!rihJd zwne5G*S=$34|R!9}~;0*d=ibbd7kQErg(8gTbC46P99e-04_L>ueA$!=^w{)9hXOsQ7d}|-`baV5+SBpTrJPFM zn2lBI#8O%omyFCTE%nQIC_P~$dH5=?4n0@^Q^AuIW#(1AAmTnSTuVX3#k#BIhTl{hZ*3 z8ovQqfi}dkmBQx&rZfY)a|?=|R!sA3ri5or&g&Q$>uE&rY!1G!Cjv*QhA4ztk$5`# z^i9Ho%e0vp$hJS1yDn`qi3~;FqL`g#HJ0nkTumpAX(h}{z*hy7H$5q8R+E4*838VE78n;&#Y4Jr$>n13U{607feF;qxH#yAR7% zXYofQT7!>%$<2WglD>$dcz?&bh}}jAdlDje9Q3?F+VqU)5RPxql8lutae_6jfv}q2 z{r=C3S0aBith^z4N#TPPUN8pC!}EwSfOe#SG)XFjd(@~Es>MyV%Qzp)@xtb>rc>S; z(F8uu-@{;q)GiQ5{7_l}piAPxcn0l(F%h|MbkzPEGz)KH0?pJbYx!^fj3t*cq7ld0 zi2QLHrvsnRjpo$n8BN_g^C}b&!g*9Qm>x-fk=M_3J7U=(PQFO;Icm-0o=nIvvLL@| z9~_#)F&b;ARHX`Z6+=<&=a`qEXsP!rD8dO9GNXicANW}X`-DK&8~CaYWZ}HJF&P?M zk`3Ii0EiQWK}LFV%qnSbfy;jtqPE20do`9FG+-^uj#o3;<<8D)B#@WD<9pYvzOYq) zP#2PBq5n`|popc(R~QUQN58>Om$9Uapar6W=)zNRI>K;lP8xv_=~5^$S=ExH*`9%X zWy=TU!^qNFW?Sv4(3$7vVTE%^Z|71PFyXMXOe+)@0c!N8O~+ zP?u-tJoYFLg1UT%8>{)iz&%u4peYtdP1xDAQnpuYfoWvQN$0^9ZpzH;Ms+LjSF1`# zjdX7rZpn53HWW$W%K;sfoPh&h4LVl8%wF8EwJR(Uz@q&PO@GKW%t4aVVBGW8IWuoO z%P(`!iV?6;Y4#Hrv%$M~c0xg4=zM6nwUQ~+xl@vRz`d{56Q=uldJ3LY)_t4oqSu6F z>^PR(UwHGHV3-L&72h5O4I;j*RbMJR^}&8%(NFS20DBevn{>NI^MG@5st^ zQ}B*X@TMKzRqc&mY|vg^`My3W00wH zqT50a`W^9dk+=aL_Z6=HYeF9l+FwGTQ5<=}Hn;x>h0rBQgM?l|FF5OY5_0T6t zb2$)-QF7HOf;&;PBSHUlU_oSs_6*Eex5b&Q`uzIU`-JNTw&Y7|WzSifWB5a%+47>d zvtsh~zTGc{Lp>MfqtwT2&|5{)S6Ol_%y)~mh2J4@l{oF>T2JPAFM0B0Ewv0)yh9%s zg#`2RyzKLZgOXxEUW0C@Xe3=k-Dh$&lJZc2WaN0Q88K8uTpaJMh11n=ZbPSdzb0_R zRB=ApvXGv;we;ZGwBTfCBoh20(BJ&xidb=Ffp}evUX4e16nsDeVBN7QA~@keoQ&Rp zwXQh^c;6}d8M3Vf0ejHq{UovyRutL?7KM!l{ooP|C3Z1><0MaF1y#Y$ayxvJ@VjnQ zx=CZWIky~Y30w}nbVCYssTkX>LC@O_rSWsg!#*w&7#XUCKUJ%jcyscaD=*~f`#&f5 zZo~nv7x4f9{LTLzPeK5o@=w6Qe=#4j_BQ55j{iO3_9bNWzozy86dJ8Y<^R>x9w`7I zTwMFvKT-$(RCZJK(tchP_4B&qM4mGUrv7KL7<#>H8FZ>vbA2Gh)RHn_Mq^R)0)B;* z%Q&k*-E=+AXlJmF<@9B;(V;;|zIjQpIa#lBMaT7X+j05wc~fO$8>?=gMAa4qR->XB zS`n9STGp{iSonAwndPtDWM-j`+0QNfv&$_wbuMh{tehO5xrrYd)cm9otTae;?#`|c z<{xd3-LcAe*rh>CCU(lG*Xt|G2zJFQp;FS)!<)*~CF$o8(&^OpMg>Fu$)m1DOxx6E zdi34!QBrkt=~GTwxJmRm8c3QopfYdCG7hs4+4kdIPW?SRK64RQA|75H^?a#%2{T0U zB#ioWkYC7-8VOIXO{vhf;4GgQF;#O}=2rK#?T31eZmgY$yS3|tYFT0}Mq{s;jwLn9 z^CHyAge)2uQ^+5ytE+l4ih4qF^@WDlAlx7ligJ}SL3-d-xLEZh%khRZZ(Q z+@Qq^eCX&(n4ZYxKejxrTiz+BUP9y-%xNLRXrYvdBe{hn-(&X%4*t>ureWn3A|#7f72TR zPoNv>B?k3VcIE_msI}(M!4l{|Pu+v~#gBlH`E#I#TR)l~&>zJ*(C0=-=f_gD8mH5s zihJ1nCaEOAlSr7QKBw)EC@$aRHaLj+xhD+E)-W0oh7>00$T!^O@n;Q|17Qk1ISd6y zGR*rMHODFe{l%Z%KB)9@#1QJpgd(Wetp_;UXBis$tQeN!EI6EJZj>jI{6j&fmBJan zPqqxGhUD{(Ocbg)Ha%XP;_l6Uq7(6pHl{(eKhG@yt|bjBV{W!4(pQquU|9o@UH};!USOYkgGj3W@c+ zoQ^*(B?l*x*wq~%QmeXo4pPSR!>P4Y)kvOT#)a~a)r#DpBFGr!#A934I<8+Ei=nT> zD1_!WmIZ%79SO`gr2)D=S0&HNq*9FD>=W8~GUHf#l(7mvak7sKCp@J|j6?pGqg7fe zXJf;G-#S*mCk(pnr^N|0Lq@F|6X}OM?52{)uQ3sO&@d8v=r9(0xKu;@w5vbBnm2rT zWW@MVHlzR0`tyAG=X1YsRJwqKRYq zQTaPBaVGAE-y!*_m`tWnrkW9#N5|X(f|Otmr5agUuI*CF>087TiNRRVO#BIm2Trhk#U>8nY8*1x~O64zC zyQu|ep+Fqa8-O1(US5~U%d_h(xbV(Dz?FT`DaL(dNw9npy^jkoku6ly^96&77tN;j zpZ(?!7)Uc3G*QTxjtN^-Cisk$Wlx$dZ)X6(@^-;U>ZA6u$|x~y`C|7-*imwm%uRiv z?uCZxYS(>sZ2ApJE>=Zocc*$-nsCxrq&Qev=7FAB4OgDQbz4taRf~?BfMGKD=2C|- zhAKNV(cqig_XzwiF+=?fU`^mX4iuqTb1Q%k~)uaNzd8BISC{F@G>ej$j zt^_}d*ZeS_NVcw|KFp+Yultj50wZ*h z+r9%*n-*n}vQizvpAhH;11N#4?Ji~Ag#D7?k>Z5@9-JKMp`RC~AK{;_AJZu!!wD)E zhr9O)bnmARH-iVS2ex+~7+yT(-QAqrTzWFYGD9M)&Tsk?+1NRmkuf(HFG8R8wMx^- zOlp~9*&aT6%-1xY*^0SWbXxCsRd>%moxXO&MH4jshP!rOX{cW{r z;=+K)u}}h4Guo5`WFw0rd1WjmPA$?+D~<)`?CgB?DvwDLAiqf-m86JNaxZT8hpX1l z@Rc3l>38e)-!z2uy_YGSR9eyM5El@*6$jpBRL^78qa~TG42wBe^^SkvmCke3EVYPC z`y`&BWO0ey-EdMn*jnmqDlwFOz=b{ln)dWbeTT21m~>~`NOApo(&Xvj@RPWHn!P?& z1lv32_7I-g#cYuoma?~={!n!1j&i`MvsdlE@TW4GeblzSPgF_RA}qc-G~RTpeytA& zHqD~f9E#-c#ce?sivL9W52BcR&p1@`PjEvl+P_nP=m66HqyYaHZu-zK{J({ty_{$| z@4pg$H~@ga_MHU(DE$7PYJXAFzo_Y7)buZE`WH3*i<0i|JFKYT1HT{d4{zXmyqNaaQ)4!jS?%g;+tXfKIF3~}rq?U&HMhhCKt&EBE)Y{a^WK@1CrUO~Kd zCa#8WZmigibwC?LT&twFBrur*l8S0h^MSpUF^@r-N*7o#fkE#Q zLOqdv#HucWvmqQv4%vd6@43J8K2TPWhZ~ZE&u2*?Z8Zp@?uxvZzY!`<%BtjuArOo) z5G|R-lR<=jFEOaniN1-I#x!>7ETmNB``Kj~H`5aH0qe+OC~894Ek56uEqM3qk56cQ8j_whZ(sc(H(5S&a37a7JrLWk zET6sGraLO1!!>x{uR=Uu?=?2xAFl8Fcw6#6=o;a-t7mIe@h-#n-b5ucD5!FKDFEbOHr85 zwCy1>R(~31_)2RI8d5+G4X6_W&d?a2%+tqZ*f@~&`Eu9>5345K_@}D!LYW`&Va2J0 zl-W~*@O?EH7OW=e*T-q|+xjAC986FB9Xu02jB-4e*!An|IXbK3wH&lDH0c7BcGt}i zV?QmDII`za-Yddt2^od2FYF^ZVXbpfs3n3xdcjs`Zmhasb9`i|!gDjCC6h!{I>H9F zru@w5W{KQ-ecrAZnC8QUfafaLIY45sp{$^zmr<+YCl#kKu=V3kmrD3g2r#jxSQywW z=}i*-(YtHMvl1H}De`Rh`j^ySUIFBSte-OgDDiJ)DU^^@T<#X)w+p9Afn4ZDrZS65 zC_f5-wB#0YaXo)4DQZSRi?XdeGOsgfPZo)kLWB*sy-UI{2^c~WMzjh93Ja=DR{PtD zo|L_>ON39UHtsEm^BrYi!c^|LDBA2@9vXUydB{ut#3z1eHT~oTEZUi<+`GW(Q}=rc z#YLLl080UwLhdR+Uh$U*6W&0%Oneb#wO&p~#4mf11%I$w(a@8vEkF>%l#~u{QWwqW zkQvm}V-ZKGuC2nyOsqa$Q-}n9Mo@YdhT`XQF}g&z{%uocCjHiG>>v?RiV10DDi5z3 zBocRsr>xwh-sB2VOd2ls))+D2ccP^cd(x+FaJYOtrlOHAvUkwm^$XiVBsqWE!`?uK zN(E=!Z>YTS!+%&tD1Jb905=4l=~RqwK$ykGdgz>de&0pU7}Vul+IAIwwd;{u^;pEz zx9vH|&esJzr~nBXhMENUXF6%z=o|pIg95OXOc$5y{-Ta>fT8dl5R`NRDv5Ts)8n79 zBGelcNE~e3hFr$<)sfkA=Q@}4t=fI>NojCDm%0mD3M;Yw`en;j(J?7X*1K42T36>G zY)gQ~c}muOu(q#_P3Y$U;l_N=B{Ag{!3}BSd;{1H@srEW$!G-Gp zLLxWQs9Usy8&?E6B4-^`{?lE{vste4K+Civv6R@yi3IRB6fEd4PFI<6nN+e-o+1)L z3wwT1Z#)l%KXKQh72RQS+7+5MvJFm#dXT-TBCH+x!4S4ZV5@yqROEQLY0N&E6-T20 z5`&?be>l3rT0I*NlZErLbFdRK7HRtEr74hYQW$yK9T}lhlI{BV94xs%BEcs3e4Mb@ z2UW*@$Fq=wSD zaaO@uzy%?Hz9F~|M}qa7wkSvVR>hd4<#UK+cgi|AVSXg1lI7F;SNx#XD#o}!tg5Kj z@LWU>&?iCszMo1sDo(H_V{1rk1yjjvGxNXOgy%xif(TVQo$%Sli*|rHWL}lDbF6bv(H$oYr3K zf6}+TjqQ{!09D~UG}UV0doNv$zF^ALQNLjnBFf_axm*Un27JFXc{?1+`lXAd zhmsj(eRM(N&0C#4OK1^bP{2k5ip;Q(ZD*Qtk}HO){|V536TU+Qs|*1qPp+@h37C$J zXRi#-_A<6WCd8ssAj>y(L{O%^uL>vdapx(IXMfsH`}Y0~L&O?s@KQk4pd0;BI?tx^G9s;wg1zo47dAAgL4*NEw?FpHST@y> zLuBO=o0AMw|L#)B4+q}p-l;D?fvZ36-KvBFRw8#a!_Zy*M)h&f(cILHuY(&wJO^8s zSVh@8dVB%!tY(9AxybL{aJ-Em^D!8q4DVd3wHCb@@>o3C;eDPkSl$)d z?=A#`ynhCde*ZBoM!}ZvkP{xO2#u32ef5jB% zo8|Eg&ZYQ&;)ucrrX&+AuA`l7qyx@JL?7KKcuL4RK(%qAJiHR|KCYbEC9KGlA?;T3{-pq zvj6=r=veO`#OUNhi_*Uoqxb-T5zg?)|0qWPN5L-jOZ#^sw(Lgh zMhq1@_OvjhnsY0ThD%j=2no>_rC3EPmpkfrht1`ih|4wr(Ky6K_KwZTNGk*oYU-=u zwr5@pXfSE&ds*y;sl!(StlEUskPl`g$pOoBL9_T0LFjY9(;-~Id~ zLfFtB#F7hi>lxm!cZa9*HJLHd3=c>}TXj0CPmE2e&qE?2TQ4_IADj+7`goHMHX0=* z^j|k94RH7H*FF08f}lV#1rNbSVr0O@g1q**HFD~8k_SR(bOo=Y88$LpM-D#Z6a6AT z6CDN@t*!+q9S+$&JT5Y5)9zzQ%9sNTzMlxa86}^+Z}o>Y zcn;K8m~Di!l@^43hPbnUG$N!v7{C{Z6c zt6|76GPe%GYeKZ`cx0vwDXEtXmKjOY?-NIoIZ+HMk{X7!!zWbaIbuLXOYy_@LppoQ;*wM0|$Zz z@nbgFZc}3OxY1+MuUR;bC~Jywmvl=1S%vniOGmf^n`7!2y6*7`KFoE<#!yjk28}z~ z>qXVh!T0lkI!vf3-6%+(z~p+Dk{z5t?0LBKgnEI`@kdySj{Ai@W3i41yeE17!!GV` z$RE{Ue$-^&hB9`GW$w0I0hk=Ym2;@SUr}ovuA2Mr3(dCge3D$FWLgEqerqD;(@2_kM_+ z=tsoG%d-OgAEei=63|dgZH|+j)k_zzz9s@$V&y7W)W@-7>k6g|R4(&AU%N2E1v#0O zp@iZBTt`3>l9<^etO<^$Q{kyyXrOL+;#@i*;LtIB)||7e#QVI}hO&l+Ro3izbz{H# zCmq1)>owLIub;n_LnS+&TenS)Md6yo@h{UwXh}i(vLkB(;kK1&IlqniV*f$8yPhM7kj=Q%DETIh-{LG<*1~nW(L3AW=kBDnQ_lOX%xm}2; zv!^F5ScDmBv}C4R*=xUW0HHP*n$dhbd8E>Q4mOnxXT^iv1Qv9^M4;FR_S`ym%pK=< zaqF7;MFP*_n+`oV4@fca=aLCh;GGjCNChk~4si!4UW+0RcG8OrZuk2w2GC&rg~@_2 z^HjrVD`*}X)o#L>?Z*2-m!Aw1q=yZdeL0-vlJS!L280_meRYL$f9$U&2l4PE zPK=JM8zvZ=I8H$u=mdNn6HV9ZC{`~XI!Md3x%s_f4=43`D3LY9%t=+k?6p}3S?&k7-92&eV7nItT$nz^)}4v#D_+e&GN z@cGA9V?Jm51}3884B(#Isc?IcZ*rJi7|rjC7g1W~T{Dh=xyE=$5)*^-Wmy|(?%wg8 zxEAJm?_{p+hAL*n(gZ!k-jsopw>n*K7m_71z!cg1Vqlavhsj0C@LKw^Jd9U1f7^tq zg)cv+>xktm)RFY{0#0I!j7=f+zrMOL$j(eS0&Y;6cF0P|dIY2`{ZR>ogd`uDtt1aL zCDVrK&RE*bqBx{u35kEec#7wk@Qd(NnEJq%@P1YQ&{>ITUOz^95c8_1K#4|LQgK|} z@=j+zI6x4v`C!fG2r}Z z7>wScgVdf=EK7GglLvH|vZMWi9~Uv6%2wV~{1N z)4e97d6BH{kmEO{VDb$Nl0In6^pdfU3~y0YgYU{qyr!?a#f=<+&4;1zIk@7E4x)kTQ)HD@i6Bkrfg*b0tl0a`jn1=~IxY14Ay_PMwP?oxh>y z+8dgpGRLyGi+xtdcZrs17{Q#f;w6&W7J~~QY4${oL8gaGRm{QKB^wm3fBDwxpG80q zw{BzHP6YdhpcAFkjEq{yfh(Fz9@w!%FD0@&q=kHuyUsZBB)&3Xk` zg&x1Z#tZptHLPmD3`~^~6u$8p?k+vblBH(8p7)fe-0&8W*~`*PHM zxCivR59r^JlNrLINT<+K>8Hu+5a0mnh+K>eq5l-jeP?V7+>~WUr`MJR3Bn>RmjHl5)c`t zcR}wyP{Imp9fjlpzZ*pqeEgN7Tp|j_>R~zoKR8)Hi>@(sEwiQatd#PgQ{^;PyVI6c zqk4M@8B_~Pr|i`mzaR<|#7Gr2XAV>MR(QV9(P$G#UBiXLkf2(vy&hy)@@pWnO3?() zP8}oz)?AnZ4>ykEri{fbFng7{w!R`SmvjCZx%UtNL-OMcx)TJ#8a~@P9=@=RX8G(= z!nln({Jcu3;2{@z+YZ0-BDV(xnJnfTw`=sN7?aqe*B zUG&=2z^@yJtWD$`N}1j-eXq_s9C)iYV3QEnOve#Hi7C!COl|=yS|oz)Bw~b*Bn!W(&yC6!2*l`4z`Wgcq`9P0&lNRmCb;=i-D0 zhU%D37kP+uYFoaG*mWmh()^Ndv`7%IF-|KDf>Fz7@V0>>l(aS-0Lq{}cq2V*a-_wN zf(?7+zkp~UN(Z7s6*7wo6@u^5*3|ozZ+~6X8~GkG{AiRekv?1pzs8|ja_M2vfk;X# zD;~4$v2r?rK7hghWt4v7px$S0VVaXGFvm}BMlEmFsb$LCIRtJ_bE5NO4NON}tB2j*kqa9-TkLV}&`-xhsMln1JJRWEX+Bx;buJIg%`g4pU*U^Lw*q#lU>x_>(D-FXJV7})a7dWYwWk~5 zNd>dzMzV|vzb~?#V)sx0E@?11|Mg>X)?nF_AqA5+Sc?7Y+dt}3vEO5&KVbj>;J^Q= zF8#YX=l^-|kAaP~v6;zVvuDu%X?8mRHpl(HoO8Z!F68~s<>`NyTNGPo-A@NCWb#HC z8A(oM1Upl-HA6kZr?Rd=E9!ifoKvh?%wLzZL z3VzyIaG^)4#;zq#2=`+3J0}D(QyhSThZt%DrCZQl6aJO7W2;tQ#DRlZ4B2SKuy%j` zVQ^`z^I-zC4Od?3jr1vil?SkaJls=+Uv6=@1Y#vay;C*2@I5g1)3qxCOe!bu^SQ5J z@%sDv1y)K#pQ%<@MSjGtYPIAj(tG;3;VfXd#;*n!qj&&1*HmF}_qS4#gLKve=}%kd|r z|3miwMq?5H%|BXN-(Jt!z|`npC_Iz$uN0;L096XY92;fU^nRhbX&*I9h@M&2LdbUl!CdD{4e!;KN9bWM z`N5{JhIe~SuC<*#V)vwAVt6rqvzSmWWz(S2B+RPYb0yn!O{YhNb64hc~d|_ z_SNK9uy!+}RXM0Qz78FIGpmTMzI~Bt-6~;0FXBV1QYl^;Zc~3A^Uc!O++0z0wXvB` zc$=C^`m!_JxX#$e&#Dcwc5CBMcFA$RFcJabYxaF)NaWf4tVS9T$;$q2xJx~e0u24|x)KPqL! zGnQ(mXG~(^vaE$!2fhlbtoW$k#uLD+*0^BzHt?7mQe<-{8KvO0W3^hcOb!tP>h$d? zBb(H~$+OTxmkGEKvXVEfbpHT3L8uS=6`fTQyUu#2U=TuBWimi10yqMBN_)iD_cvW zzc79(@#DWlJ^%!E%URjKi+t<=fN6QY_J6|ozgo#jZd|6H4xVdRm%atTi%)YbjzTOH z_u#-U9x-Cu`i8FiyOyHf0|7c3WL(!F%UShK1eDU5n({&P@pLSHY3Jm+~*f+^Ux zgkeVEMNptlK{49cI^1H#If>ac@%3JOj=8|5p^<1=}8Mk78CZc zIk+$z_-@$ zqN8J^m$wzC5{Le4J|O+$gX0o213kkcWf_^C9JzNbpW5MYh3tjS+ZgF_HOgnLFJ3ul zz7{PRYf$fmipJ+yQXOVX$0h46YRbM}wb#ebb>AQ~K;{Z9<|m-zn;4YC8+{1F`g;m1}+_9jNu1~yh!W{&^2u)zZW zIF33M{HJ~VaXGITS=m53_`$0WWLY{7#1;?6^wdtw%ih)|7tcQ#Cxan^&5z}f6RIr08Ib*Q2)yC?2W8!9DnCyMvhK~v{rg%)_=J***_;b zAh9)npXjgx0Ddl|0sZM|{{1?jy}bwk_~5{`-SfGsd_%n!t3Dt|jr}l@WnJ7gP3Z73 z`bq*Kb@P^9|L{HxZ5%H0-y8nN`(KARP5`?gF<3!@QBfkK&<4X_KgR$?)1Cwa zvVZuAnB6QljU@q0^zriI!g_r}GFgDM_}GzCn=Q__+f_LQJV>GWhXS=ZlnQ@U-63W# zDtK8rg8++7JQeH z6^3YRMZMCK->e=3w0U5>MLGb1CDbVvUHL5e5I_UrIiHDBfrSx#pk2lf5k=>`P6`1T zpjKA=qkJYkFjxig$50Kwx^)&~p&4q<&@9@drqsdBag3;V&l9vFk7#QU%ubk3;?!Jx z^G+kbP-SD3L7d^*A-`C&)mT7~h0wD|sq^NEAQsd_A^n;KoNAb;w(BY(nTUd)rOl1i z1`&JUkW^YNO+UU+t-_SxwUQT2NfesBB3F%7jqr?lfEkagL zCMbE9p{1oEZ5SN9_q;K?J+NHo)WDOb?bgkj>&=+DzZ;!xd1{&$$1M2xsuj@&Lb{3H z0wUu6&`8Lb5tCTMRvLAB@0LnnD;{p^G@J=3eG(AfH&5btK2(uoJY}aw5Eg~&IUXg% z7^IH=cFEdf?UyLTyIvwIhdF5kLceZ_LVQ48bgQap4gLZt1Y5}B_u+N?LI@W^hueRq zy}R@LyL%vZAQTgq)0-46Z=?s9^)}A3txPCDW|lTJDc*F~)OOgZ6cF*fv^_U(DBRXG z*o_{on~JXs9k0Y`m*$Ec#1ZWWBXvW%4p6B$BT{@EHTj&8hXjL}_s{XuYRxG^<{a*> zdrrtJ*sDk0iH+ODmPda0rXEEOa`FyM-Tq1 zKsRzVuyiu~-)5`Szkg1uEoJkkK=q%cQ%CVb_R%2=J!R|XMwG8O)3zXLxdGcDtmUx8 z@2BjCtVEfxCS3*(cceiUAgrvI8j$CksgXijmFEHFnH-HsT1wsx0YW-#vpxU~%bx@7*>R&}<*sT>4aJOPp8KLDJ&thU z$NM^|ujtTIB0%!!=e$4G%CMnF1tHaI01^qm-u1VR3_tdswgz8ag8jq5F5Hs@RlmdI z^&dkd9f0v44g6P8`d7d!Iqu@5nsBd98D;0mssNcr5VZBKsrvAKavHJ znHYFTazX`L^qRQ$MPYzgKz^@-SK6ys+3VTF`?MrUW~~G6u50YA%~Od(!z4gD^c2U` zm(>V&*jv%%W5I?S=E-ER+xyV#4Auj7TQVw=2Qz^AkU|NYUgf&@g%G|xk!Z{R82X!) z4ng+f9iO7^n}8;-tOScwT8i+akr%znV195jgB3$vq}4fWz()yq{2S%%o`7O&<{}|d zRG(GlS-)`Ta!A~gG-~5y4cglYoA*DJy_^b`^K;~hqw zn66UU`E?J2|5kN6$8;q@KH!xfd7*2doKsUv(>QTZ&&hUF)#WHU8M_3ytwlALtRw{lQeyi=;^aRN_gF(aMd}>qyiDuzbCveqQ))%-p z#M`NWJ-M|=bL-LF?ZBu&3No5+hT#_>t$>i7B0k#4F`Z`8*@r?J`T&)J9Mt0pYO1#C-Zo{5}Um2w#+@Ukr5I}g*8td(JoE#25eYdf8f2Ii zbc7`z42ORdpt0{Y+dp66dZj%SK0nfc%|9HT(lSdl_K}>zsy$JG;1>o}QmYwx2HV8` zwfrzZLNp|?n#p+1@dmWSQ6!_8!DCA}381%O>;mb>a+-&~o^=)DkaQ-87_CPkYM+~g zW|n|@AN5O5CV>Id6k$oW-RVY%%U4X1>1l!u!$+ywHT`wiufo$w z2kiqO@x%5y(Tu{8&fOUK^!3vy5_J!Z#)h?7`Hf!>UUM|`afKenvBLTydf49zMvLju zt?1$H{PzqIS6Jp0Q*pp$*VI|IOws^oB8im4j650}v#dw5-Hsw&dRW`b0y_fuTf;<| z>U08z!A@x_gvYK{3Wk-|TVUOx`JKbEWBjh?gd${Fub|jcGrLWS16;C7ditZ_TR)BJ zIH(7XVK7XB;5!6UDgtP1swlJ{aL&Z$q3Q^HBlf=GMPG;seEA>ieY_NUl8ir&V=jF^ z6C@B*=*JoRrf{@Xy1JS#b2LhFWEro@Btykig&Yh%c*@@9E6Kr7@H+#Sr9_P&=^%M2 z6AB1+PT)Gy_am)s3|P_o@~ZCy`5V+CF}G|r=O8r2_NToT&v^ZYxhZo%cc)^-ci1PusT(M&D$#2#u#I1QT=;Z`u>c;S=si%(#Y076(LYIJgXE3V; zuIyImOGnw(7~ILGKvt<_=<7mOqXbi>oz8XL6InY)*$-0ZhPw&nC0}z@hQ* z?7sIFzReEZ`bYGKgM)nO{7tVqf23D@0F^(w;J+Vq8vN7EgD>MHe%{|sy(a+xoSi&- z`BSw2hg3=l=>`Qd32DluX)$Rj@}+6%iHSX+zmCEi4GdL(H%$dV`6F?$0$BY~_5X+- zdbYNfZnk=k2LHzx!u7j8HElTm(~kbMSgfWDFg>*JS3|fYM>$`t%DakyKXL@5Ri1>O{l8BsWCFW*;{yG!0qFRSR?%M^&HJfT|t^3)^! zh>w~~0)7Z2xjjc)plvkDbptqm_hUu)3e?k!Wb|R&-~I&Q#9<%U?E^Z~bWN=D=yq1R zJn>E`4X`<~UT8&`_)t7jVM9}1cGGE7N{E?Q)$zPL-AH8K9yi)jDH15RzYSGh)~WQv zv0MXHeIGNEYa5cI4l=6Aocvx|1Mjo#x*4OPW{dkNnZjTJ`$As*TKifM8N$3Ax++TC zeNIT;ayw4SY%kl{Gj0>1FSk%l5P!(lyaq^cvrYxKIel z`OOYa)ZvTmi}7b%f=BH)v=^%Z^9qfzH+DAYbwD_)u{516wdQ-Enn)bz8_Y08uagV3 z#cx07LUZWPlYQx6+Ou;F14c=gBu}=ObI6JoZ@FN!MqZ^}g*I(|vMKLHXT4zVO{nG? zi`3`6l^TJ5MGx0`2A183gLJso!n@@nGkzgOo$>r0-=+f5rYlk&LUN;rj_`d^!Ha!Y z)gS809ar61QCoP>bBD57N>xC>A7PBO+Rd4Q3EnS{`x(40+X7cDcZznu&A34yO|hX2 zD9(nLCx7h>8oS`0p=Ux_B7gMRt=|EF2suj_o?LUc?IynssA;*^9qC0O#>EUa{1LzS zmzwwvfX~|kHD+w&!bV1}UT(^8a+ew|Usq^$5m%V!cv~PrZp%+ft}cn&&5a15oeY6? zG2Nns*NIwSdv{$(=BRu=!h?qHu4O#a1+j!@tQk)g>P9_+R3YfHMLDVKmAYV?fN=z* zk}seaxpLH7DMr3VNzk$>v8B*!2MC%>M(Hm8zPdI{v{w44oh;~%cH z{~U)=2^p4&`iNuM1?c@pnPkkU_e&LK*a z2Y6XG2`?n4ce^Tn4v|?3))*s=)R242blo}z!YuBODfef{doS3Fje|wKd{o(3hu@S- zEaKoC50vk|G(AJpb~?q+v;&txS@_ZVug~c|EO{RsgvlxFw+&KnR40W6GeZe=uUULD zH0gDldzP*Cjq4;G^;S~P(hF;6yZbY;LJ`vh%$zzTc~AtaRH3otuJmO#?XB6>0!jsG zX+fo@cZ?LD2V zZO>!qKL_Jop{n>l-CrLCH#l=c*E+tT%FRn9EznAx?%64R=sooD8;8kers9;)b6{gn zE)^Zpk1r4_6dY=_LoHxS1%Y|;Jf874KPnXu??@I zTP~vW5R}ouCAsh>7cRIFo3pm&e9&j5Y3T0X`%DoHcFgvX(^DwMsO0TV%d@4->j z9YFbgY+!O32E6p+NWw0m;K3VR-hff;9H&40=lVsM!W}eaurs>pu14jyQ~Q3wpwsulH?PpOwYZyw4XwHKvT^*}P|2 z=KdKwRhmV@ZG$wfk*(I<8FnUHrOy)f3?^6A=T(cd(J5e_Qc|lAuJ$yS>IN~JUOY(l z{YHhypyY~NZvJ;A`fkP4n2OX0A4iS_y8@rNpH%~Ox+$Ap$6#)nA`H7)4T4p}4Ls%D z>!03GVPq;KXz8^hnaNbYE(dre!|TXHdPq)oFJTq>xsPO*kF1^WH+QVVhv2>Ab+>5T z4=3FpL!wa5zrlFMK?O~%5=P$N-L(QU6FWi7EsLr^Q~TgR%))YK-@S>nejBY`je@j8VldxL6+Mx?{QOQW~S{L07(ASDcfQbN&N zUf2!MPkh%KHz%X+vOb&$yqY+u(@_@~NX<|6p?YVdcEou`R(w~J;5Wjt%F5v8@pC&A zQs=E?M9prbg+L<}3L^{!n@e=tp1VH;nxNK4f>u6_+f&7tP^b$YY*g9XfyNA8Y(ksA z>G1uzD4l7`qhI4&NNRk3-ZrELrnzNqcD9S;-3cu1I1cTF($!E{K^H6cSsO$+3b5%2 zRKO0DU~eeSEP0db<_|vN6}4)q8{Fs@O}M^9EP$N}cEH(EA62~gXv~Wg)s~85(YX64T6=k|W|50=x+aaw(rreEl>7+MU;v=IO zw>7@HY90Q`QNo4AmGLg9@5*dF=hPGqecvl>firHbV-$Sn^ZlV>CF}uyZPmC6QqVjz zI3EZn5fV{hSX!?xLei7?(dL^uym~%yY)BmPax(0E`jl)NLc0TW zGq@@nmJD z)APwyHXxCq>p+*4F)-iuo`Nfz@Tk{q$m;K7F75u+0t zK93&}`^g(<>snfztI#_ZwO#`IV5Fn6=ZahTjkeyk)os%%c=l($TZDQ1I0^X{=@`1N zNHj4+{!k5<{_!4R9*8mYiz@}4+NiLvin)fT2-b{ds8J_yy>}vP->z&Rg%J9NsPys9 ziQTS~QIP-|fK>UwKcfr9AGJFC}cQ{?pU;!IBv{5b5~k)C+}I3kqe zJ=}V(gNEp)vbyr6?UJ2@tm_lw6(iZ+oj^_y2O-1;SybKYcS8@1ZndQRvd@6&HG<6D zo(((u{CT@T^W&~(j_wEs#Yc={p5lG8L>NUz@?alVL=LZK(!0x2(Jve`8|67291v#x zLqG+h%op*_x%QP(1bSiRfNZw{|Gcp80Pp*3*UVq=l~NDLk;dYmA6Y6~tEK6M^j5sr zCn}_6HKBT42f~vIORDr56xip`wc7-xhfOKzHFwC$XZP3 ziif}HhHUgjeLV9_T-{bZ&u7fVvCvTyJGPV!i7W)`+6~dp z5s6R}Czsodq4M5anoUv@H&{xxBMV-33afo;;d|eg{hrkgfzct&;1D6Cjs7OC91|lS zrDXZyD=H29nAoCYw=R2ww>6MI8NAFlhLCvyuc5%G@A<8wE;jcUIzpP1a@W=C6E@$Kx?JJ+%ib7*}mK7YFl) zm{r&D( z3i>B4BefLXB975J?OJvs(wN(Gcjctiy^oGPE{`+xM>nDMBZ1YI!@JTXME{P|{eD8n z!s=Pu)Nqx%0RGA=cXt}ONmdjMeYbI4d8N7Y^bTq*i&42^Nd97^55)@ez^~TT)t%){ zw4{hB@v!)ofm08o>o?9%^sbsur|9d`>6oN8$7!<3 z5)qrU{l$A~Q)8AGPcrnQ85D)EPAi3xyB@2PzQNC*T)EMek7_4tzTHegJ{tyO<=|*Q z-mGl;+mAYm8kK$uO_N9u^9ySegb?1eq}`---*LeKoN7S$@p?;Y*}22A9H3ZH0}8k; zuh7j$Wq~bk&6sI0zx_1P`sgqWvso;g>+eGLwgb{C|`8+ zd)F(uSRra%_ooL|$<^ZRBT5+x1&nbls41t3x_}wzd5tv~mMFYng~>W`UlK(v z7E|^Hr5N8m|2b1K=h{-3J7Xx#%PuR4&!p zu}Cpf+-LmgN(8+yRVXM{wPvv0ecaubkFSA&8}qOaIC?THKqc#h2%M-{`lHX~D}uJ= zwA!Q)6g93VFlQ}-TkG2x7!t_pBSDvVl@5XJKy~J{Z0Ae~yHLzUDAf1H*;xkyyn&sB zGL=a5FJwfC3BN@{kb|*vO3#=SZL?@sa+g`IJmpl=13^*wgm^M};_4Nyvg+xq-lAM_ z=2C+0E95Yv65;Nqn^OdU{ZN!?d^+OY%)QMypfe3t9I*4}_Jxr{+i5@pCoHiK@5qOq z40SNCnv_k9JQ?@tNhUHAE#Q)|YC?=G5(3y(mB=9wg~ZC^x|mIt0RzsysVqC*!Dcdt znWw~1JE3XO`GyVL!yfE8mmF&Rptvm%Zdz^G@)dX*DDnD&Q^Cc`Kgws@JPE=ir3928 zU)!{UIyVVb!B&Cq$a0;58&KxW(=Mj5N4c02W=1H*(T;!Tv~93&e7&HdRh*ZY8y>>M zR#2$=E!#GXW~Omr9wbr8rfC;p92cL{Mjw??q=y&k>v`paNA7e>Ioh*ypO@J=&pP%% zE$1LJ(Pj)Jd;*zHWcRy$Tl-4*Y$|X00p-jhmpm@D^i%l)9N|#Fz^`Kz{ALX=UJ=h| zKFQc#AC_D2-|Zl31dqo8UawrdT6uDL>!b_&{m7SX8&|`@jHayO8=)u{2Wv?U88-n< zzTnt3bhkzX?%S-NP)c&Rs9e<{bf>$_7^Sm}KqhTn4upQep=4ej{u1D6vhMCP+e z*s^c*oqT-pX``lxHZYsqEa=%_-MhuHNUbJ(mshUY#l0mbn2Yj33YaJU%WYygmsaA=z330|H=hTmX4@dvkrn@0i@^BRwm|0qT;d1_$ENS7U?oS{A|F2Ndj-ol!1)6pD;**{yEmOS7=mNtND|C1ou-F6P_+|!36Xv zoUDNHw!3wZS2OM@N0?Kjg`)G2^~+7s##IL=@Mhi=BES2bJ?c8Q7~nCnco)0PaG^ijI=5JO;zx~mce*=8Lx204nNFc4?e z(sa*BVi%`cyVzwu)5%JQ%WK^qAayw2sQ^&=R)@%o-wP$KJw7y9X#EE)OG=;}d z9JGcU7gK7BSSWH{&KzF?oWc^W$`pCBy(AX;%hk%1&_Y^gQe3&|)iQm_dS#)17O10j z*Nw_h!DR>lE{%Db5?fmuCO~%oAt!d@=xr{A(C6os5I7FL-r3o_o6mf6g;T!^KG1-qz<5Jk?pKk{;$@A<^!qibA68=wpBN;C`F~ukw5u@#%Rw4vJ4xsIP zMZSh4d743GL^k31KB|MF1h^?GhFwdgY=UJ)-T6OgCA1scA@e0DDd*75^h2Q09!)G=tS%(=`zpO- zp{lHh-A|)s(-VzdA>sVaw^ZP0#jBOaLD5>oHq2!9r~Bt-V&Mr@XT(a-6x!8zv%aoo ze;8?6W~lQ5o~s%IKvqg=s#|BQdGfCX8Y&{)MtFbhPBy;B)0XF+&MwfY$mOFB1{n5O z*4}74d0mrDy5{p{fn+~M7?4NOwAXbQiSNxA_7art+uKSV;=ZQ@MsvaK!Y|7lExf+7 zJ8DN_h}-iutWAKYS(pjV2P!hvX`zzQivdp7Nf43ytNIte?ut&nojpZ$0U}Fx2K)s`TDl1__|*fHQSD6BX}ymr2j9$Bri_dyXNSP!3WQ zM+tTY#g#jQ{)s+xI8O~`wF)yH)jUp`FR}9^1 zsr{S&u`P@~Yts6(h3!5R%wy&!+O!JH+4+P)zYLo-G)3hf#yZ-x_Zs|rI#&$2Ww~515 zzCMdii1{+11Xtk4&R{k0w@=eYni;ayqo2#6G8ZuI%C*UY%RrO$3HdVRI@f4X`O{a4 zpL{0ilCmqQ$vpQK={jG?K7m=K>ii7Awo5-CqxRz7wo)Bb$urs`mv)!@jE`9OTMr4f zA8?;n6dzC*%6#Vk)OVfuoIIoHLOc_% zFfb|r7)HJbzA`S?$1o6NBt3}e2D|2#uI)$3^2l+tmD5;sp4Z5Kx98DinqbeJ zDQ5%33((8%5NUFTFy(e**KLpl-S+f%J(#0tthRsQ&^C@`DGk8^Tm~uBt-KrwA!{o1 zFCVQQXD+K)Cvozv>S+YDd)ekujc!g|G{iS;&^dW%q0`N(nO%}nCX5uM=Pq=8=WB59 z6KVBwrso=KE-t!ZGdKZ(G-=-6*+l8UyLqu-^CEwQ&R!$zdTKD@8EaLQA89?sUCVkZ zldD^cJU|d;j!P4I(kXkHbv@2QsLjTS(YxQQ9`E<`maY!>FG`%7>StHJ;m%FE7L7&p z+;UC!doM@Y3eTHiEltpNy6jFZ3#s>3<4EaaR>gFXmKCPIUb?xvP*YSd+b(ysZad2T=&8o2FV+Zh@a>Cacl*bn3=gHAk4>3T zO^_;~>Fa{Wu;x0M-b<>B5F7`8b}-|P$koFGessbcYn&Dg$AvC|2qo$hVn)iv;u z#Cr~3osV9dvc(yASM;;Xv&Z-A_J}x*sLY|CxN~OefG4RpH0VKe>0&x>(op6JJ>(-8 zP!n)Su5MY^0!3l+bm+ZLZqtO2MhcZ$p9qeLRW#rET2d3$-oK4~;eQ|MhgFcf*Z0a^ z$c_)~I47nUS<)T0(JkKP*r7}^0Gk5%VIx9QBsKv+SO{jgo@@4Mjzf_0Zrmmne>0+u znQ-#SRs%2N9YH=n%2WcZgo1JAdtd$0!wBH103r>!9l0vitKvR;;}MRanh*dnGaJ&| zu}y2$^9tr>pc6Tlz(_}PO4z$L5Us_a&7ztlK9zp86`CNR5nvE@>+K=VPJ$~#H3aVa zQl_6(6gB%)5LMuGmbLrynUfScncY_MgsrT#!Yfkg72Lh+=Y(=O(TwtnAVl44TNh}k zgt@xv#;sqw*YFMJhUmj-vLL;(>C^`5O|hRE@v4ZE3i?G8iWKiHg9w^T3IS;Ll=dgd z3$yB$`Hq}>I&-38nU=$46w$c46!N^aAA4hVPby%|#0FA{<|zM9i(D6YzbT@lEET~c zp_w~vte2bIu~vqorOn)v{w(gtxvgpYv3oFA)!&vbzA&5*&h;ibEpKt+JJ=%JU4F50 zeBbK&TC-!K zj?cTA?UdND$;mhdP}`?BalXA*Gyaa6O#7^mMp6coH`cIsl*>&b}zVEtV7vK)Q>`OHQ$35xzliJdE z>}=dyH*`P3UIuurC~sm=ox}Jxq`*$sA=V^LS#mq|m4QRj8@nED%U<@I5LJ{V4NMW* z;K=7J9c^}5(<0?D@`6HLUnDZ3(n$>g9}_31=90YUDCb(5(jPO3pmdCU$D;8EUTXWT zD=eg8S{7q&Gnt@)t7V>_2s$x2WqvTO=e&Z`9~!YGAa(|;PJ^!Q4Rh$kLro?%)t{@j zUXq?XjA7PnX-Q?JC#J`X;3hi31!^uCJ~$-(H2*SKg+Zf4^*aO-}a7{04B-@x4s$+|d)sktRmrVv*pQfrwKC-Urcr#~4aU|eo? zY7%b$p}Am@!6uedpY%zYrk3Jfu;3&pTzJu&7`NP(=i8vFOI_#~>bQX%&+d2#Z_+al z&7nIS?RjhY=iz7|;r)Zz;mzRZz}l?$b3-=}3MuOv+R-{- zdj2fy@m51_L~ZUPsNU=DT946IB~#@zK!kxdro0QbILgD-vp_EX6X;+L!VZ41uZT!{oU>vZfbNkL{CmkSnZLTxhG9nvwK6ICFkksV_{KU!l&CpGJ~k_HxKyTUwg~cZ6w^6bI?EQYyFzbhiyJyrPSZb7 zu|sx2dP>ncC{T4DoyX!+1WL5Sh>RM#sdz;fgeRZ;Hllx!$?GpVsA{Rz8K2~#;)+tu zxYmL$z)cS4f(bI+`KYPNLn1N{T|&K-?KiUn6`K3uR#x!NClS$61=>RIr+NTQfB#Tj zO&ryo&q{}1&dF+}lDL*WoIe1O@L*=~F-@_=M9Y}ty~Kj>yp&nb67c=vglvu6AvB&I zWwJ5xL0;m6l|+AsjCEiZ_k1xaK^X-fBG3)TN%xsP*rS4&P}-Ql*AmlZ@t7) zaWQ;-Snt(vYN7pNPJ3-Isk0Y??Q+Cmju3hfYOU9~`T5p4nA;PaG0)MHW z8>DKY*h#5XM;~w>K4VUk(dBh1$E>=jjaHKoWs>CL`#RM*ab2nA8D0fg=9LY`r|@7| zu#d&HA!t<-6Xwki_bcq+qBRyz6UZB(dl^61Z*&9x)tO*$uljAGb>O@0!=*Qf1NW}nS3v-0{z z<15f7kIcYqOwNZh=HvVLjQ5|;r|0>2Iju*AgSjM*eI$SS=!hCoi(&2q*VtQ_9^!>F zQ@7aDKwU$EmWqylR>Vhc%kgsZcTr@gyk6~OpG`REm5X=7s>meyra2!LXyDkzLGm~% zspn>XogTOw*#4>jwtHYJ5S@kY@{D`vHP_&>eI5n_UsX#`Q-H14&&h-em*0A9<>A=$ z;7o5t_$cx`eX%#dKnR8FV(~op7(Dv!eGPzeF_p+Pdfw_b}Ulny)VJ8({pNfgpj0v;R-i^*dMGh{`! z*FaEhoRj3aZVfMlqF2`t`K!*0f?6UyC5We^?-jBE;(W?>=epR6&Ce-xttjxOpJ~h! zx14*Z;}I9&MvD+6zi*#v92k=_1(R0&1z<#~%uniZUy83P!kyf>VfP>Kjm=uhQ%|q< zBNAUQXE(06O%rBuZztm;8a}#|c`3tENULs5f*Y>s%I{-fyERsdFk{kc@+{(?yUCy~ znt}$<6$*rQiR<>cITF8(Xj(f+>GLY|ntaY!P%;nsEzDN#C#YYC#{btn}y5QG&Jvm0QaNweN}3=PYUf4yhwNO z6QXx)%iQYJtK7qILbE)-`peOAk0 zYp@Q<`rq_I(c<$#6)^l86g;=wNo+1=sPj~~DZsbCxWDDa+dQp*=NVdxS_`!#%aCFn z-E5P_2uNV=WQmJkB|#!j?$FjUOA%NG^T@$b`+opuK$ySv64Uh|d+3~x@Y5FwLT_NY z`cx`Np4Zx(D!)e?aiC)FJnq&SB9nNMn^gUS3QE98b{bE1UB7E&Nx=#XGo#((B$9^=es_gb0iMbWxo#4T?!+Q*qKl5HjLc;`{7JuHAmH zyMKN|cUZ^}{CkR$-cT!)Lw$nvLTML>6{{?Ho1^(hQemR`!iCMh1s=xv^*1iDDrVbh zPFFjC$HI?r_n7=J3gqhW;9MiM;mkPFA2DWtYFMP7ta3$KvNcV3AoE^QlBU=s4ELhn ze`pgUmEcL+R_~zPLN3*P+t}J}e4)ZTc(F*OP&UzP8l)2A>*wNBvKKgP-j~_9kK*MBuyIZpvTsb!Qaw4zeGCd^V|4hG@`7bU;BDayCv6ldzq?-zT| zcx8JpgftAC`pvEUidF#U&M6~ky<`~f_tPI;`9_;coRAD!ntHcYNFzg_OVtb!8zXpA zEib94bCQh~jlV~!cbHyJa5&jaWC*@&qJ#=pL^&|qe-Ir=>62fCC28{UxMd(_6M2^( zdgcWZb|o+HIV+z7&2~E){UkbT!o`^{V7=1>0de@q=Cp;x$0GtfwLvr)^VZ}BS4+Ku zcO*~aKg!>Vz4jeK{3}l)ZaJ5xVgBk8s;gk<>YvC7Vq;-pZagwhm85Opqj@v~YVO<^ z)?i?@?fNtWF%y@Ky43&oq(SsCn%Fz+dq9^J=?K0La#s0%^rt8F@X~5=c#Nvta~SYi z=v?dl9CdrR<}7uBimXDJ(Oy|A3u6H-tzT@f`ly^!)rEw|(ht9=@<6+tp9h~?at(RF z%VI?<)<83^KpcyHpf;ObIos|{gsDHX=gz8rf4!dP<(nCm~iz($^H z4Mp<&U>2eZ6%LRbSty7`UnFg(-W!Enhq-}na@UCoV)f^2JgzM@%O?f_dmq?cyU$HE z9Bv8pwQjG>;Q!ck1!cW>-h8T3B<^|*$D#`_y16$hl|4EZjg3`y^2m;`%anp-(Agux zH>yMsj-U9PD*Z9~3FnCxFP4PLW*07Lnp198kTH*B=mX$B$dnUev(f?Hma66+tlKSy zPEzOn8YdR0&tIBPtZbc(2_T~Qi7n@9DHR11+4K}e%zv{Idfdl@Ha9;hf8Xo)4=vqP z33=!4j)|btbPnP%l6zac*svRPXXn>fvT`YgWcy31+6C_=aJ6CmTDXW@xpi7nKHKq` zJqeNZaki*7w0eAn-}SuHdh=sr7fJ!b#bQGgd2QoU3PNQr1xZZRXzy z&pk8K-2Zp8WHmzz8I|i81@=I-LEQw268+VnCVkGsfb(D# zkpJ}uc%FdWWSjB?~=+@Wr=fL!kTj6GNBDgb37anw~Z zBkDdL(2L{2(PocJ@n`sbT7r1F#VoPcFC`iv+$)W_0tw&3{xeY0G(Aw0j^Dva6=w4E zM79?>07<^($%bs@o>t#h#L!chgfKgjg%HY1GppI}2yciPg3-Y$@??LKoqiGSWUX!N zNri5Gy0D34%LXe|Q#B)^lq8>WyYslC@cTK8)LwWpN>|=A-RE3s{*I7P>Pbyn4tkDw zq$D?qDoCxFy7G zU5wOEq@MW`u%`=8Cc*Il_U>6H#}NxAl$V_DHMB`ISxGIYY?h^-MA0BRs3ypyA&q)Q zlQi99(rvOa_x({)8Gsh{#^^hm2GQ2AGcyDR`ID`HU6eutJA&^z<(NLN=CNzKo-)B? zHg}Q`K-q6$A$>PP-B&8;CiZsyrM~kf9o-NMzsPtVo*^nJ_j3b&p!jx{@6a33#pHZ4i-_i(og;MJ`EBKvcSx8J75N zTIx#y4*fIuL^yqBeT>Z+#9qafH2ezK0BA5#AHN=@jWblQWdm@W1C#q( zBPSpD86$vo`MY@z9G6z@2}~>V^G|QrSF^`YEp19x9c-H|Q*)WBF5l>H7Dl&TBvov# z>8tuN`}_FBidGZv*&SBS*iHnu_k6#fS9$5LZ{&%0n-^YGUzO9N|l$#Z|t$kW`PuIFJ z{CcHnb=>Yz_NTDWP(gP}L}}U!Z91ph#LN4QNqIkH^rq?;S6mzn@wU9;JiH6#nAKJB zs0&JM5H63m_PeO!b9>$E>?Sm)!9lWij&p~(?}xfG0IvhFP|wizI~G^2xC}Ok2DZa9 z+SBz)%i@Z1<3~M-0?hZ-x9h3 z-SpXmOZzbITAzP<{0%NK*X+!Vc-bNs{?qZsvN}uKH>%nw&Uk5Y)cjhkiKIQdZ zem`F{Q;qhQ%{_kno<4VxkU&4&Ml1SIm~Z>?arVwU)r}3oPA2fyEsbl^gnNmD|Kuf2 z1Wn(tiA$K!5wH7TQ{a-bnx7N(FY&7_c<6djE&m#qFP!z75%6i;30Y zQyJihHvL`AHFhs~=TI82Zvd3FzZS+?diPtp^~%k{i4$uX&D#3)X2x!z>EPG)dYpxj z@Cyb##&sb?)n>a;F{;Q2BYQJjc4?w?BsUglts?@gb3_2PFu$NYbC-H_G9rQ!W%|$juWa@11UPSG+irJU?RO{ zAiVK++`ohWyMo0A3~SfF_1@?_(!+1ekpC1Uz2lOFLkYfwZO4h%0 zzA@k2ebq@DM^LAB(nPCc+dHcvfs1_<&Est$RQ@S(2_n6!z- zD47h@rrP-n+!K&(d)>u}>L#KnSX;bjNS}t+#+$phuEYt(b3QpoG_jOt+RS;Yz)vZr zvO=1}XQ(Qywb#uQ0BOVvIL`Kn0=34k&($Zs%cl8}pefDehjJwLX=Z5+#T9GE8mHT*Tu7Q9l8OHwoZIbHz#8~c;ane+BD+A1pHuz;J z9hW4-XALHf$8FBDd#cAfJkQpS7z0J!op>ptEf4Ih=!5P`r`r36+>FrKQxD+Go%jui z)wX7cxMx{?B)j*XKXl7pBXsHkxmG7~bZmvK4je;Cla6{hhMO+7ejhW8y?e4&i)7)| z4w?60<%%E7`%mYmiuINlHnmx$e8!eo$a!y53HmV>+DRKqTnEmwTZ z1Hn!XDffdeG+4K9j(#jU>K8twRrd|f)_#4|Z-wvJbMT)3n|fuc9n+QGXm5aNLMFOT zKd{}zO2iL=U#g+P_}>0d4}j-^o-R zouakB?SVMK!Fu|rr?}N@Ef^g~w0o(~Hzjey^05x}fVwe5wV^D)$CMld&dK0tgSh(Q z74V!0a6`V9%{X8T%-UPK34cb$+JxI7>MmVLx=t$tw;tgbFwjz+0e!ke+n<=u*PYN( zx}xt>6Eq3RSUvR^AxHmg0YH?hP2$G1$L@&8_X)6jB4GgOJlF&PbqX`tkGyYkjT{R^ z6YK;T%eg^akscEyiPxz%6**(?kDi9Mz&O2;N#UO&Pa_apqQ=20uA$Q2t?zmXWed1q zLjH=eNJ>&c<=}>L(k{i7&d4Jsdxs28BBqPH;*K`lAsOM4J9R}yla36iwBa#xa6bxpKez5D}pWXYZcY)rQ+7jXmYlwF#B6uwp7g-aRoDSAyLm zf0ylMlZ-3VkMUH0WV;By0Z(goPR0fLJj$c)69Fjp?q>KB%^AMOp|b0uz}#r(u{c7{ zQ$!4RHKy4u-)lQC0WO;P53){UItNkO%?BV{)1V#F#qHyWbQ4sjI9a};aq8nY@KCSkh*jE zTXBahFo`Pmy`Dq=68y$>sdYcX#(fu!KSr3}$}?1s^Wf^~V;-Syc(2Ec)|2ZT8)K5g zY|;+Q_4d9|olrfO-y4EF>sZhi;29;`te&a@2G#U%OPjp8|FkZ|*&U+mprp^6b`J#u zK=hR|*2YDzuLKkP0j@485fghz^+i;lFM04TEZzNwmHTP@UST4W_l@PCc?1YRYr*X1 zTffX(ua#~j$3wt4d#Jg5rW{7_F^eg}yNW8tz{QOLX!UU!aImy3_QH>NNQzh}c|&LRGnUOa zO?&hT`9tQE^=2mGpkNn;8|J`@(NUi#9?6RruVk-lWU!uwKhn3#XPNy7aqyZoL}l_` zO~!C)jjWzWCzx|j|Bf8&^v`jv^wL8vbK*&th#Z$6pt7(&C`U_@?wJ^)l1_9WTt*Qn?b<5Ba{Kg)*uDuU-4(9t^?bZhXf4= zXQ`sV2)k`FrdC`%mG>aI6}>&|G*ycBKrR^Z_DQjenG(Z zNV-$v(J2Ufr1caS)oi8QP4`T5Kdo8rYq?yn@iXENK}H>eweKI7y4rHh-O9hYmqziQuMF4@0+T)P*CIe~sw+(b{ z(alHZqIgL<2u1J_PQ~QhUD@aW00)fiS)bVv`}ENG>L^o)Xca0Q5MBPF6p$k6Y^O(k zPd5F3QnAD(Sa7#RG~uS&S!RL%hl(X$KcES~-6%R=YQ238xXIpcz>*61p$%9sRcXCxo!rT$UH_F=&lc2bSe&En|Eq@O zY~Cje)y1c=!1`rp3O}*RV(bW%1k$QzFn0y&%4si-z8VND6rU!0nK;I&K<74XlG#$XxRuUq2efc_J^FKu(kUsQ)7F~z^Kw=gnSZNav z6tAr-hh=~-0rh9j&o==mTaq#PiORB=O6WU85MZp!6rj{r?xnBcJA@&_zqhBRhnf0@ zN7!-C2$O^kXdu=a=Qx$9cAZ&|UxQy=pJ?0!&o>x=2zI%xgvBK>$DRGX-0Cd^EpFFX zW%?X_SqcXwb+jTWQlruhm)dMrerP!dSkj8p+sHRaQ3`LwG61l+%~1N9B_K{8w<>xS zY$x?oO>Zkq>J*pRvxWU2;y%guthC$h4Q3}u3VCBbYbwZZYzZyse-K;TaxP}gs1wM{ z%O`tXoPU>Kcc*s#|F2>Bzi3z@0KTm{<%q+sQ(DZH{;#r=$_;o6UVAcnIe)8AL7?-H zF;)|TyGs06n9!jAJ(2@ZE>H0K4f1m27pcFZ?nDD&v`>eCt{D8~RON6Lf70F5qY zCGoNT-S5`xXMu8(z}-#JJN^T#+Abv+bNRT^324@LNdjZ*``Y00F+Uw#Q1kw+cgn|h z=(tskId2V0{l(fdTS4zC4h%lX2z)&k-n&(2zT7_e0*NNOzosg4nzoe#Q@%=0d)wc; z3fnkC((eDhm2>GNnZ4b=S#t2Q+gJGob!0N+pz`|GJ7Av}@3MqgMj)7VtNFA}hv`= zSMKJmk$9hXu~TLQ%|-Pd45}Cl-nyY`483(j<=9P~sQrgbM`yEcR<5Zl!u=c1^qt>x z!0=#VbteDv-DB+9ygXJ=GjFTi**c3tq2j|DP1#sSk%sJD_C#t!$g_Gjf2Q$4mNU^u&UW@xR~W}-nxr`NL$9q%k^^gCT$rk&H7q^f+Y_Qj&|4w+fcci?H0 z(c5q*;pmyJ;L~E8%o0R*2pBt85!Ju(Q*j_sAL8wj{R$jnK4duRSO?GHa5UsyzW9~| zOABk)LGg2UNu4tE{99%a+{$d&B#L?UfYay13q4CWpLv(Sh7(LPk#nfS<8jGRLxdZ@ z>Xf$QzvYa3rRN9l*)K}2_e`(Z+VK94qB}~2s#ts;l4|fQt!rN`(Np{|xel&5H5d(l zBD&-({}tPK#`c#ittimoyp4}r1M`G!H{4$Fs-P&b{*fm2^eJA*Vx}+c%zK~8gBIYS zy3n+Oqvob|)6Yx*X7!yjk0xw&4w>c#jpAGfkLNFygiN10;N<(Z&QJMB+TZ9#Qu(^q z_2J$=lWwy=YILe@gcMcO;lFWQp*1rJ*D1XiEkmAR7kKaEbwt5>md4hfQCJ2j?)dU6 zH8wBkQ-@Jx8RK|Oa%_J9_H8-u)bQMa1F8D&jVdirCT_#oY4G)#zRvDDuU_rkl<7Vv z&<+?bKLq40;?4$qNsB7E_deuujj~StbMMQ0I#OSHp$waOL%HR7qPQM^p<07}Dk|u> zruY2i@9!Z+-oAN5EYeAd?fM-b?-(}b()pV%rPVcJGeion9y|cnTV14@+fT2AU9A}+ zE$vngW$|}Wf+$SanPUe-T9#`;-+f2eLEn2XgV5dL(NnSNv$l)?CQ0yfH|A=o=?Tx? z-snQr{G9`!Tzt+N+a15}&0gu5Nou9tekL3KCp7HBcDR$=*CkHp{n@DPGj$hS?1H>) zQ=%lst3qn(YWiOX1wnJ(bHxk6t^8ck*?y!kVC3|zdy1>}mHW&muZt8=i&z5Ps|G*h z?&FMNh>PdM>kk0WIVnIPUe`}Qyl(cndQkT`<&m4jY{sFVz4-3VzKuMaqG7*Q&8;E` z&-~DCTSYp&3Rk6JRM$BT-YdTNQkq+-X<0LnpOM66nKy;?c ze8L{OPa5~uPxndV^j@@=-6xH^={o&y&__94;V#GjuTL6xj>_&uC+_rIxw)<}){gVT zb5?C{!T&uM)yEo+Y;MF^-uiY)ti2Uy^&D|ndE;7s*WTQYtoucq+6>m*MUC~%7NR%{ zy@`daqd~K*qN*JKS5?lbaQ-i=GXGbU&c^>0v#YCdGGz6fN+(I_>?-_UUOv0jd0t*o zhW{%oW;gR(0&m&nrE?szRn;czoY`e2tD^-=YZax2)Eq}U6_rksvT`GNMRl1& zwQP2U!*Nx$`M^6F}131y}fs>G!+i-Ipwp;Q2N=Gl@7-8GEIkOCP!=UAiOp-EF<*ODR#i32v1b!W3&&g|RDU zwUuSY6;#bK&nqg7)mF_m>{L}7pIkP}D5|{Lh+9_XIDnk0Ide>L8dqaE3FD5cDw%r9 zs*HcGa;io4tl6yMlrtk{PQp;Ne51o|r^-#~SC}SB zr*Ud#MYW@k@(N>gl~tvtbgGR1u$m=PO=guFHY*)c*;R~#GKQv%8P^qq0Qo~F+b9B{ZETEY)3u&^92dStu zTC)6{!BSx~X;l|s$*ML*T+J$bnQ1&LE6UCP7Gs8AV`Uam*6f+4v5awGc|zuOD~&&^ zuHeBK%R9%ElL;})P4i-*bSyW!$^;74j57 zIi4lEg8AR_S*(dE<P46%rW#$Q+^73_1>}%ml0z zvzSt=tC=!NS?{9K)SPN#9%a?cZ&n!|E4VV480DtXEUPGEW@B2o^4W7(ggM)^e6yVY zv#XeQFDql62*-O^-hdU2p;TUGys!1I(fce$iBU~+c)2e2%;I+(j&B|vnzsHQ+YJW`hTFQ-_Rjw)%!Ot?T)G{{1?W_t` z#7=e1GR;F-wNooC`!NlX@wLWEva20zR&>caN2X_5;nargO4Ia}m6!2g2j!e)qJqjf zvkeXtid0ma$i)impq}j6PSj|nHtvpfIx1$dFs-!OG$<_Ws^l#ld(NtHMHOp#tBq5s zE;nAey3+W~vQpEhu=)i?`KE`TW%?ynyI>4@RyETGYcFQ=ia&=HfU*BlR_iKR>{(gH zNSV;WiU*A`mYT|LbuyU&ma^hAx~wc?4I=9+T2;rSVZ#|#bZE+?bT+HAtodS|rK;Mr z09Mm(DvD{UvssK+Hiz{$sw-J%Y7Q$O))QoI)QW~!%gwaUI?~mprguNv6NYNMU1 zYSw|6!`h$<7NS!D- zBgb@H&Yf))XTkA9tQoQlfpN_HjK=d;vbM)kGSXyM&tbhB6O7DZ0}<71;As|Xl8ou< zDBZ-rrOeN;PP|nGz-7cBtf*%6jgoji1~%bXx6yTVvm1?#I@j>VK^g|WEG zIV{}cJww))DXT7Lp@~r}>tV2QiAoa|WV4P^RXJ;$N{y{rG>v%WMhw%Fu9(Bag*iOz zXB{OYwq-P|7tRcbjoVetWxAP)YyuES=-7QCni=k>(N<` z$~06}ONG!Ot9D<3SIXm1bRxk&`y5zIiSSsro&aPtCU1|a% z6M~gF4ShCKQ&k0PFXmJ*8!|>=#lLKjjt!%+YE;ew({dJu%{I-H)iOD@RmR3SDp){R zYFeo(HlAM2JsY#u*=%g1+IYM&6F6j7vm&0uy7;d6hH=9NB&%k#fd~__XPe~NvzYs0 zZB9j%Db+F-PL@@e{*Dz@nNl_5_1S#Xzq*apc|8Dqu@s#(NQZYrbIZ!?ke9H;(ev+-m;R#(kOSgV+MvOa1ln}jK6 zCS1nGXv(X(2Qb>3!@Pk>lWn@g*{1(tDXEGXwnNF{y;8-e?Xod*7@=2v8tU5XO4ha3 zZPfd+e6H+0o%AnFq<*)Z@OktqMqy5w=_1lqo8_J zlvI_J*@*IY2Q%*?mfKce*BEUJU}s=cb5m_gb6c!EX8nWYnz_Q=B56)rv{COG^C_Xy zyY1*5iux1i-86>A)7v|EXoj-ssu|WhzVuM`?i*Q@PVX|7OZXI{6*-j>=@%c-ORt1l zQ?1SI%`Ca1E4v@O+rA&To6tr4=pHBNX89$Y=uH9laY~Ytk4Ph)2#ZC+9KVF)M8X~{ z;Yaj8%Q#$cCOI|byDrw$;H^Jbor-K@iM&JMMt+d(k^c^N0fu~n0h;D0XjkdK}RjzGWQ$uu{ zGBrx$DQ0vvo@FGkroDk^P7?1mui6syUPyWsM^D0|6|DE)>6IjXA4=bw((8SE<`5sN znEZJpcSPucYV<(d=i2w9aNmP;!1WNfqz{Ri4~fZyMBC|QPr7C^jTZ}zXEESEyw72f z>jAw8ywdmffW8F%2-q*Bl85FXSAUW#D>X=oW>72DtG%@@)>PZD&fONoOZ!uiHmhNs z$J3mK*5(#v+f{^A0vqpZOB&yI53PpIiaKXK66?_q;pfs+ihpX)`^sUZBW)} zr-_t)jZly1#+LT&%H<8mq}uRg&7Ut)`n5c{jnSs{?Hfeu9x5d-?rIn%pZb@ljKQdY zv_XX+nm{8#YqWiHYm*07FOB&HC%KJvEiH}PMe1HEeLZkIy?v9!#Qz@>j)fmrPjS#Kv7@j^;t*w=QBJk!YcWc%|8K0b| z5{(k=(1+|9WTcj_7`S>e8GEY4mR%_m5A%i){K&SUr;uCx(uz2s`>6~sYzqa8R2Z*OOo5q9YBjz5ry=x{)5#!%t?!W+Rl3*OpMs0BnFXKFc&o8d= z_@x{JNEy<_1w1ndPqq&*9XXD=CqXX;JTB`)fOre}`!V45$DtrOq#~y)$|+b|SAVh< zD>b#PYi`{b7%z>Hb!G(dyiB?K&a&UEue{$pgmj|cY5VL=IG~>mq`y(hL@WC$6Up}? z9DNDL2-4didWL8!pXo?PQ-#Erj)=-B{Xk{x6KN1h4JO|8|GKxL>-;d1V+g@;mVP9q z2aKV#qliY4N;C4BH&eM=DW^$|HEgSGJ2}=OF!@Dhxm&y%ei5Ce-SCS5Z8FctZO-X` z2Q~6iLG1Z7zX5h>aQx_*Qr~(z}wWmPXOgrm7b3k)MYK5ghZg{W?uX~+-i1HS-XIr$rA+}BqgAP^U zy$R1ZEI41Fc=BqM;0!(-km_&^-G3p5YxGqN*UXe%PfXiZddSCzYl?}MF47*#bk%fp zGg`SPjgBULRS-U%ULR1Q2k~_jq7T*>Np$gE(?d6N96c|j|0fEV#ICw~s;kFwg!>qx zoyGvY^w=dbJ?{*L=beR`jiI=4>m-s~FJWjqBk+N(8Ji9X< z5p<=*n`E3^_GYSlTzPeh^?N2CLXJ?mu;ITFKCFj&6d^rhh&aUX;7p!AQ^SK8l4irp zm3(-a4H;LF4~px@uN;tG>XSExXxSoN{9L7xUeR;tw^Hagi-F&iuh(>LZ)Juedy>vI z=(6t1Addj=^BLr&0l>>>@3moE*my7H9+n(W`s73QX#Z&XWY%sb6Yt4`w_b_7b&A&r z^`v>drTQ_L*AKohp_g(^@i-b`l!TV-7IB>cex%> zxAT>mItt-y9GUV}=6p?<7(?SpHYHR@c$RqRfe&xq9jE6{O>A zD!VbtJ+VJlnc?U`R5m=`Kzvh3&j*k^L+FZp`u~H8j(#^=(3zv$!`?$lw&8RgL3D;u z9!<9s@yXnv_{93{E8i!HS3>pnJ>rwJdi@@8Ou~qkh)WViv_xFe<)Z-}F-@p$tVgUP z%W|HiBS!m%%lCY=&tr72ONR+OM)nfQPK?;?(P0CRp}u0tpBUWB=rBTr>Ru=NkW(mr zo7>fW$lk=)2xa}#pRmvSZ4-ohV z(RHAQe6pX2r77vk2fhoHcm3Bm@!OG2Lj(G|BA`a24r1>AYZhJ zm;z5-%BOA}f{%V3iNurq(sCvkYzuH8X|H?itruF+g7c&wi1c>UpuB4snoZs`Xe(K! z+}|l_E8^cZq3M7Xi0*Uf6@uAyO>$8muaId}K)-L*76LP9ZEeQ+X#OPx}&>`GqLeL@B7N)%xQjAijwL~t3QO^AYA8CEGltn#OrNXcA z5u>9El8lZfEZE6Q@;*P{z4cof)~X8Jc#}Sz zAD3|+X?D{Ix_ha_QIk|=9BH&Otzf$kldCI(?JzTv+Q%fDk<3kv!l{lR4p9F) zMmh(&`CR({!${|xj$k^>M>)}SraltoZ9s}2in?ZiLX2#t>gU{}l=Y3xO+EuGj=}X{ zLSBH# z*f!1e^9RUEm!-U0Z?E<9Tu(e=RI2lK7NK;kr?5ZQonI8-5uyEGj>z`b)=DmK-mk8q z0pBLKg%~x@(O(96JkO3cZBcG>q`*&=sMMEQ4pQb*4V@Od0~9J_GDDSnDWy)2B^CNQ zRhi+;Wy&n4Kxe8@nPE#*y)nv6Ichp$Fd)@sk&b%unxb24J-?0gXpItvGDK@6ha{GT zX?;8fEt9os3&RX`1Ppp64AzPPNVyR2U@tj>w4b2`kj9ADHMc770?e+9wy8vJ!*Iz5 zG}9QsWGpl^_y{D%GMy}a^yZ0}5#vY?l}z^Y!H_T=yKJ`yCdrfaJ1CWLGTyi1b4aQ7 zS*XQEpJmye>RYAS;-W?85fhEaE!-0=WrWNZEi}gPFb=4c8NZ})fje@{}tmn}|MNL3tA63HC^UQAHZ;ntTQ@cuZyj*@+LtWuJzH~H6AetmX8fd|NZ1fAU!Q_s2kMQe-wy5nB; zk=H{$CYEMbe1?3VWDGiVS6T!?vMcR;X_{n9izPnIwux{j#hNC$d0Om~C)roFu9f=o z>em|&7(SRKLj!GdVfLnpurJB=FV&tf`GPM*PgwINdcp}`l4DLKU%BIlWMjZGt`N4r zB#G^>6y>ux#k!D^{X~eL2+>Vplx8tcpXs(TMVp#QGIZIOCBT{A;YO0eSaQlVIo-~V zM5OcOE0yye|MFF~|6M$ikuaLkSC3|Fj9D3)*84Y)bJ_m~N!Njyl|iExeW|!~ zRVX1Gy{X9h5)Lf5>Q7f)M0zAVpK$jf+yxBx0A*LFfpm|Nj3JZl>c?-8o|0_sX1d<-UUzMiea1(?D2S7zM@wB>yXdF8 zYD14?9eJ6dPknP!d#q`5^Ja`)IAaNI(H4&kk=i6$kHlr>J6KE6lU@DBEdtu!xjcPW&5)!r4ngg*)1N0k z_tZFq{F>6~$J2PoD%|I)#HH*`jYwsHAUA`GmkhaUoO~OvUKWYf6!RPbmU@UXpfMI_ zOoeaOU8sT^rtyStEQyMSN|ryqAf>fdNAmHU5b8XFr_Zzl0FlZ8}{~K)WI&ZLjeTIj+$sO(;}}Ut0}S?k`Uz_d1 z==h~M=#jAeyEB6x@)}`_HkEQa3Nm(Ahg=5V=+NXa$UyMzDvUmQJ7uqPx;!TlbDKA} z$G>!Ql^4!msaB@)XHhwU{|(ACwER7yGDO7Mz>29HS5Y1vCHE#gBZ%H0<^D_p3vSQ@ z$RpZ1ik_z2^N-V&d;U@5(GEjbh$_OPE5u34S@b1$Elf2EpOVDR5;hLbQt8_v$J5D~ zM86M@jtw(Fmd4Ct!si;IKFjS{ruguebbA($7}#?b(l6Gvek+2?*x?~ykWUWKv7pY` ziiv_L=R+-Bo*^3BV|n^aHMSA9fSB+&{;j9-UwrO2LB#_ZC$Gm~M>X*+{bIIT7Uz8r z<(@2%fb_g^^cn2;oG{2&?$4MDRpRH(_V!q=!-)6o%H6@h z`V0+ymD@k|Q*QsL%Ws)76EE=9e7nve%6$Svf0cLw1oz2D2;3MM*+9A}RrUm(&cBMD zH4$I4NMBmMla$$VOY<<4aOn4oSh`ipeC9Tc_#8^Sj#uW~y3r)lNG9i4dNzjivx@0Q z=PwG7MdOSzUFZea69~t6(v8M3k(CYfHHrPNuk(q1=VwA~uw5FF;Q?}H)*LcWw&Z8YltKIWxuTt9nEJ$9_&LxzKXseb8I>)72 zE}|{-)o<^3Z0IoltfNyhN4p)J30OIqF7r|U1Mvsu3>wTZpfld?Ii)&RxfI3h&8P*s%vU)-w8{b46_D{QgVT$1N_(4fJ=6L4Rk5(mr3 zamdGRr=c_FtHe%60aFx|Tgb3wb;4J4v0s2lvR{<$xJrcTv&K76xwi|WEw}3Meuy$3 zlX=yr?1{d|i}je+zOiMRO04gEgr>)qy2i~>#*9)4PGoHuCt}?%yXUBJypHF*aNUvlA|kBDN#6ZbX$8YJB)up`S9HUyXMe!=*cQ+U{o1d!1Hy>a;zrqIW}-yMs7L zxzD1Qtc(rmv=zjkmPL0?7kkLEM94Cncps_EelD0P8bNqRv-D%>ejHuLQ`#b;p*x@% z>^O$nuO-!vqaQwbO`#(>UD6c;qzS7cQ|w6k24tcmneM8{um^pWc%=)FBdv2s7`{>; zzB+Zz2z%~#YGSB!MOgYuA3S^H9FeRf&pieP5>}FGAISsOWcb8DLedis#XvzqKfH@} z^-24LLou$9Y)|oo35PuQ`z}A>FcUs5Uj>$_(-!yjKh?0njUr)lCoxWt^c+JG-*)vT zO;J%Sdu)>?(XUU~q)GJa6EX&=;yJfXl7uH0?v1my*X%edr6TWO5?tUM7lco{D z`2yvU*9hC333Ieb=EcVF^qHC$WAkCI&7UG{@qRjE6?}1#Tr04r7w_|~NVd=7{qAGn zd|hz&F>or>m&D!2z^U$I;4<-CrIB9IbLh8H=r@Z&4uf0ERrfJ)>3j@BzIPV2 zd#-*RgK3j=<&z&DfbY(3ut+{BVS~kCj3%aW!fpaG+`j+9Z?HJR&F8wV z=2L#a;MM1o(`*ttOZyn2o#g{O9zy(*E1qlc`Jf;H`ZGWbRKS3@t(YbpK!E3b>dfoo z1^}k{aNOoF23(e50!D;@F${{5Lptk0o%Gq5z>iP4w;iHaX4p@9u3z8M+T7lZwM6UJ zo9qr5+H+`gOSILVrz_a4Ohw63?j2S9zGBjIk(ir9Bb!3U+2JN9x3uqF8+c{3OXDGGxjdg8p23u@5d&|vV>~&XCQld&8*#v$nL0W(epo%Fq^9qI$R*XBPu9O;Bwl)HX&tRdPKJ~zjbzuWfryuRYOAD8Z( zg*Qf9*GIh*Z zt4mEs#q;S|jD#yyX5mMHGGCNw8IGhh3mBfEgjdrVrp#g8#q1qVEBWPL9_Z^BWxhZd zLh>W;I7&Bxt`jK_7Jy*k&UlemM

5u3pMSwo^&QX(Z!xDhs{1g>8XMEDkq-SDtq)_=h0s&R8hJGls`wgzce{Vxfiv}A-VRY>pYTYF3B_BLyrsT zx`^anOxGn$FZ&Um8V@|6c>rAxq_q1}+GQ;5!Ib7uN^=OMS4v!1T_5++7?)(Jc(E4z+!JcHss7+>VVh57kB3> ztxrKW$*B#ejcBQBt=rh9(%QylTi6LFF`?vt##D1_Lo`8WV*1Fn`YK&+*>m~HX2Q@c ze^Z($qi+BPJ77$(*kb-9IcX;qLWG`C447i*iO zF-XzDv2Q>|7ys_`AfRPP@bDu!osV3|+t>9Zldd8X>V)Y4iL@Y`&Ua+mD(KYCz6A$r8 z+`BEhskW}MS#RhTrXWvER`10UCMncuvXI0QrWrx$l}F9RbffZljv&?%c=ZuWOO`J> zbm1AMtF#)_4rvKveAtRCaA*9IXUiJ$L(Z{oA_*tc6s5@YICuK9Mfy(hI^K=j_jH>c zaf>4)X|6;!=6iUwVRL=dJC!dB+0Bg&i~-lHrs&pA@aE^h104Ig;(n`-FKhRDo&sLa z=prEhd13fUA%Cc7Kj8T}NgBMsD>u{$Dl;BnqC33|sXJAfCb@AZES)Y+k=Myx#H;>= zZIY&_P+4vTXIEAI*bv%8hr$^E}xh!6P zz)OZdPmi||sq&ZY=5JdU^0$p>Y(}{dZf8k-4;89hSMcj_b2 z+c}<0l^K?3V##JIwv)-TR-|5(m#%0uC_)`Jw(Qi|SGRwPy6m4p8A8xKwJYdKJ-IgK zW$S63HMlylQ{Tki8Trb!&xW(USBwhDmaSggyMi1zZLD#PFlKw|ohsVqiH7y7vfd3) zu6pO{u>0j>Y$eMlcYp8{hu3>2ESa{2HlPTB)iV-gSik1g>|?QIgoZJ&ND|hj>G4)- zyThSbSUg0TRs&X-+hNj)mZ{6Eo-gj~tkp*-Ou}MPxzI9zA1B|i4DyqT=gcHsEC@sy z@_T|aL3gM!i#0>=>qHqN_N<;x?FzaP>Ts|{wP)deR5-pmc=`@Pz6v(b&Me555pdXaXP;)uk# zT|FX^DqlJF{dv2Y%wGh)dbs)OGJOH(K!G!hK@Nl5aIn`uU=4_w&f#{P!I;VB&OR`$|wjA-s`K5EmG;DOjUcd&$gl~=oW}{&a9RuB&Oq18o~ji z9tD=tppC?%@296&P}BEPL1mJzEGRQurzwef#$+Y6O=@_0dL>SL7*dy;_>vVsyx%eAlCWLo|L?2Onp-UfE7m7aYb0 zbtXP0sGH1VmE9!5`RKl)c3Qe`smDjLGD!=q$6j=0?M+62X15Qe)i|)PGEK_GX=(>k zsLUrmc~q$RHr|NkG$KWmzfhU6PmN~)J=1vhB|Zj;`@!sf2tkfAANG$X+4OZJ;T=u} zp~shWh1Gop?YtJyGns$9GN0iUD|0vx^5e5CnSTo9n?~2^glh(+pGy4B^vF|6*D}ge zPI>lGW)JBclC6sJ&Z0bXDD7<0(OgQuFDut-!ZR-b&q8HBqvLoMF+2+h&tfLSe#GxPV}_{)wZ|7f;U829j+2T!_)XyF?{-e-RILz z^EZV1C}kY3PJgsVdR<>$ru4_r^J6Lf@l2)@mHB*5zgwf?HX0d1_zom|Yb|(R&|m98 zAL;dKihm3G4L4)jX=v6NTe$LRhfx<8rj8|i){-8WJB&87QhWj^DBJhJ@8Q<_bb zrj_yEN<3JOG%{7l+fL~>d!*lLrLPk5Zl(0wRAN0nm9D1|FQ-u26Dh5(|7R$3B)c9n z>mV7&kqp|OOjN;}Mt(`z_IH+5tSD3MGxhxR*~<2VUsmzYT_anG$8(9d^Xd8(qWe|i z^*m+!l%AyTuUmQBsa(&YGP0h<>swFdbb}&w%5;k~oeK&7#U#%qg#RMa#icB5Go`&; zq`geJeTU0c{e4PzgTSf%*AJEXjC36Rf2m5|w%tT|ZdP{Sc?(N(BjX3W-$uOLL1p+Oy1$d| z@1px3)BW9a{}Z~uhwksC`};_y+lkg!8Lj(CKMzpa2PyB*mHAX&-#HNogNrX{|EJdRBSc{I68pR z-;?fpF})Vk5H#nX`TK|!-)B!&Zu{+}Ty-a+>%OkXYg9bOi0HnDj+G0n|8<;yr2Q;j zk98W|nbL7C?-x*Ai&)RHm!wF~>Mvwdj2fYBJM=Rbz5SGX>j^5$2*nPO;e>mr(1pf1 zlIZDYR=g7#O}bkkbf*80D0|Bjt#cau>g?Gn37aZsx!*gT!Je_Ul2f9s%`Ca~yI?mZ zlheLp8am+%-5mFO`Gu}0Uj55ciPIXNd!!9gk(iR6B;V)ysGygY{{X8a?LpU%4~>SW}z%s6~GGmeUwr*Y5MKM{8{T z2D~ibn%EL;ZI9JEo2ogh%iEh&xYpK*eT6T?QwKLitHVrNcLQ= zF}TQ2;e8sT>!VE#CGl|+Pl{rH0Hd`@r=2!Qq!lYgl5uf`kBMK(pL_8X^yPj!TF5tA zC^>0!8_HXf?e9i^rK~l1sgeJVpXbPTiDRzNMG=9JL%$~uf zx7BLGg((out&cXf$3N%@N!stqH8((o^E0_yV-4;PsCDjv?%eXLvkSz1@K+YsCHcf}C_`6jc;bQGM4pHm|K~tR;udQH)dGZB}keU0Zv!G=R~;)Dmc?nCxp|*%HQr33&uRXq$@Dvl!KyI@kzI@h2-1VYuN-3Myh|}MGl{~a0ywh{lC?rZ&WlzeKg&)2wq(U5 zO~8|CBTL}w)ar1CG8L%sEioqoz0OwQs!%Vh|K!yi&vEDfewy92?|8XNFMj8StL{a1**vrPqWOvJQEIi{%6s zsl+NT1@y|d*qtvSs9EBEpKw6heyIuOH_{Pe6evssvefVj|=I?u=)I8G{UB zmV&mKMTzkRJzIV$rQF&8<{h zanj$96Iz4q_KUj{9JU#Fx=X&xwfpA8!ofZ)^tV&(7j3VLHOiraLpq^}RIi-wp(>oa z>)F;)S08ijZm6>__mQ<ytAnPt0Cd*x=Rs|vR7#JnWS>ELIVxBl z=3-iEw|dz7(aPUq^e-L&c*m9Q@z$o6dJk45%RxnROt2^kMRTn3E}Gm}(@D{K8TlON zms%HFNxevYygPNmS(?61|Ox7xIEk~v) z|BApeBphN}?|y%qPrlF-p#7C{ecRPpg*K=_h2AISiMrGOl-{GsM_25Ax<`lbXLOG) z@dN0Vu2bF$&)!(a2hSDxYA%A8pLs0Vh|>CCc{fRUH~8?^XMKC!+Qw*YYx7pYPLAH1 zhf)`?=jL3MEK|M+J+7wvtGRv{-Cub%Tui?E=>EQB^2bt?|0Eyz2a)`B4Gp#R&5gA> zZioipQdDOoZ<5C#2Ya&ny^Qql@u^##4(uBPbe4(0exn=Dy&1xPAL>|>3aqmT(@|#; zoukeoB7YM2nw7Ur^ov(S?-0DD6SAaw<#acxKzskWEbCSu+4@t=eIPm`JX4!HQ`$lI zb`K%+uRx^|YPJW9oY3ZNcBfAWy0`eKq*uJS6JzeJ?(}KJ2I)(`%}ref+Si2*w6_Oq zF`?^niaY(INqQP7Mbf4V93=Uv!5o{;k`+pCkY@Y^iJ?ymmLWmwr@PZXF5jQwe*a7P z{!I7#ggCb&$@?!Qd4HA)tP9dAG8QMF9jwP^C7PKUZ)yna1JUN7+BbpYeF#rhMIN2W+l zJtqw~r3-^OGnTQouKr|w#zRwsz;KZdul;DLM(z5osH%=G?tK#8rq*$#yl?^b39!w?$}UBJ`#&)n|0&bH<`j82|PG!N{Ih~4O{ zcb6b`3*E~e%;|8riIs@TK z-1kwb@6OoQzK@4O5n6=-`{{~ZBLi&sQZ7dZZTKSK6<-D=+j{B>x^LioDTDWl-NE=g zSGf4$`%t;hR|s2vdCFCO-|6b|D-?XKV|?`_&}s7Ny~dr*{wE(0r}d#pcPaR=)5}_s zSQAWbN3JXnpF!Wpe8`gVr1-!lA#tHH8)|9p`;w-6G3^!xYd2Bd3~~*myqBW*vMZSt ze@9wff8vL%_&X_DaWZ_){_6Tup;TI~fokt;)t5=S1tOjK#3@2U7MkJ!m3Y!b7!76e zgoji#lu5c$L+qQX2#wx+s2umQ1oyPLytA3=a3+G+2J~6VY(!toMC+l<;Ri6*5UOyB zZVw;U@V%~}3q081H^i?~MU3^-T8?2hzt=*pA<7*3ps!<8=gM`gN~v5OdmEcU{iaf` znWWp*<@zD%K0>`>eNTsK+<^OWDzW^1KNt(4s0%sb490}l18u zLK>jM$HWZE7lQ6ZT|swG7~pv2(aJhsk74f=eVwGtR>rAD)l-?4tm}F(Xzdr(@#Zb zv;1{-Qy1&(j*vRLsf%>>BdY6n0)Hi4=h)Bh!t>d5-PeBpV?3Wr*ZKDIyYYM;U29b8 zerTa``Jtb5wI9k=?iP=?a2VZNq)fdAFS#9w45Y({#=pSEUkUv!q3eFi)lYSOZ-n=L zqk8T!G@c6QQ%Ab^xk@9wV$v<9>;Crpd!U`A_WixM*Ps8OH1((jx3VTi<9MQb5^LzH*irGw>cWp)wP_dS%^)o$Reg7cOpRT#zOBw7zE=(@_5`%&oU$Z-0+ny24`<@ocxMEBONpj#l)IUh4= zLaXU|v`0c(Y#pI*o^-OK?EA-Yf2>N+FVGnbzvT6~z#~78*oq0C?mP8RW*3Ql8U9{` z|9EBmg}$#1r~j*Y`n};dGD%nCJCUv@FuVnXH!BJBP-Y|3T;=+GVf@Q6LVtD2%)LTy z`guKF*V1*3G7-GKkA^F!n|S)Y5Xs-%MfAf)^4E6}eODyko9NRtn=|G#PTAv)paoyD z&c6Q@MN8N4XsI{xmgJXKgd9R&k9Cp0o&??o`~E51d#w*LOXVZ9@GO;i;|&?)JQWYT zhw0we6?7xCMo;5iZ{I(S`;)@)wTY+S8xc?@>1up2x}HqejcU)1-83oV`BNFYY09i! zq&#+$VfrbL-DH@4+G97(_Wf@%F?Q3UjIWFQ-x#}j@{2fjqjfF5aF^pNNylk665-B{ z({MbNzJ816tt$0#8fsH9PV>928mG~;HqmvnO0V8*vG1Sh>`2U3`#$BxPg~U>h@u4mKr+;Dn##!Al3 zpx#p%BiX}ruir~_pY2MzsgA{*XWwHi=IX8yoeeWonPw`yciM-2#RSHh8&W>tY|;)nSJ1vXO&NmlI5J=@H`^QndG+;Lm0G>OR_)Pxe@j=;)%dPai3aT2 zvOy>Mo=WM1+h6nHN)?10r4)eNbJK~GkoQ-nS*u_$i=b4bnMP1SSC&SrJ^KVwd$td- z;^3b-CqOTP-UP_ghe1C9{l$9?F!6j37~lgu%^(8YM4`nbs35+HvVlbM)xFj%< zU^0V=45o&J5(fK(gh~e01hai$F2TM8)ePn{SU^zY1HiM0U;%?A43;K=Weg7XfkPR< zW|k8iMzDgx$|SIw!773y85~7``(qd&{jm&=Bf$L$3~B|`5rEeN3Dz7v- zppW|~gLPdDEd*MYO+L`Zpp~GV0p!K~76wSal>y|%{dNYYB!SZzoJlZ>po77gDZ*I{ zu$ji$1YZ_#UP$;F!37M?A;3M-NE#Y0N&??ta9I-gCWCnd-(qk@if}c9Ym&fq1fX?; z5Bz|^jUI5RGF$%n!A%4=6Wl_;@!U$FdAYrd;in9K*2VA$gU6D<69j%X|0@AchJ;@e z{DuK+9`{HiX=wOe5_p!ub4lR$3>Fjofx!zY!k-u5(!;3H-BeEv8I{F}k2KJd8#9(sQvptk||`$!)KeUm^xf;s5zV%g)H5c1>oFmwCC{Hg+(}%8lwb@w0sq^#} zd8R14gP@<~(=**kv7mo8JBdZ?|IvhVJmXvcuLIkOB)g_RN!jz?z|}rQo1iA`qM~fnzv?U4>+8`XgAWc1x%KH z%K5IwDO=b>HC<=XbvDtdqH>x;dYQ}e&ZD#o=vqU0<`Z7sDP^NG37ftu_j~`t6i|uU z1cHbg!3=?5nluXpwf$3zg392Ho^J7fv~jl{nzonCGD+iOn&G3>MPC+NUAb8m;#-Sq=FRC+l?pTu-iWF_Z42e2k@2PIQj-C+^-s1zc(eGe(v-u zlUZkf6>MJxiWQx`AEvK`(Z0LM6)balpW^G6TeF=Ppe`j=4D0my%BK=;i6&M;_hxmC zv4rEK3sj(yZ3=5-g>F27CzI*)1KjC5eL~s504=iTX`fIwh~d%qgOz{Vq2CWtfpq2E zhbLX@_o{e)5#3|w(hK2ShbnKY=vUWP;?-p6Ji}CAh1?OuBjf2(@Gv|W-Pm6ji>Lb8QrN27go?{ znFbPM+xTCjZm5GJN2Ryo$RjdOI2uL--oxa35oqtRxHlqJN#&`;RZ>|b_Xf(R(-n}u zRxw>@{!z9O;u*S+5YKrYJi-q0It;D|+zl9N5Q$`F3MATA~Agvkzr)oxT zL+E^!Xcp)cMc9EbB)}%B49-&gJh~3BpF0~B7SeSHT?gCmU&Z@D;R@#>o<38B1HAH6 zEAAlB;AYXgi%xmUA627{ zd>)J^=||NZkG>zRLe)p7-j7yY=PW(wUfh**Qwg%h*!Q#cbdaTKkFsgM3tfz~?@!15 zSk?KuU8GDogVx@x+hO@0r(Aw^kMRu}-|cYYO9nj|^bQIA8Nl`m7!(rdws;_eLCUnZ z8d6!~igd_3P{3#bMFGImO<*vdU?M@W06z5zm_&g4DGa7%5XuQE8GttKkw)^3>BulJ zhhSd@^OHl$9n{aoynny-Q9kGIw`Sl%Ias4*({^}=O7xu=q(S^LRGDe}T)OrYX?3Sd z$BMmJ9!%e3+P*KPL0h5Qa~;1@Z0OiXfim?$>vn)LQ~3K+KGX?~Z<#Vv_Zo-xqr-jP zFQfb;S=y0Amtx$w+y^K#tsjQZ3S|bkbQ^Q351;6?>X@fU*=u)?C%h*qvoydqFa=zj3;=WSqOw5vpo^Qyay}FbbCl1nym`_ibkQNixj^L4bBB7YM zmXnw7r#o<+!tC}W`CiOg*U|f}yOrlGbu#00gzvdAW;Js0>c`l1=FIW}(566cmygP} z1(mJ5a&_dZ;Ib}ozn|d4_Z}(QLKR%J15|L)itg?TnSYQSN*UUe8m&>**l^@}C!muN3kJwyt4JYNGP@BuaQH309v|cmp`#1CLPrtmvH4BRrSVIZ{`-(C z$G&$aUiqd6ybLg>&(;9cAx}SLdpzpCNB|q-SIW~iGhFR@cq>`_8%o6&LtCN-y zK1~M$##|pPw)sHDuu644Y>yD$2wO==^#952x*zEiKiG6O1M&M`wW^LL7C+q6ZK0oj zL;TV`=Kaek=kY3>o$J1mu=8`t&U4T=;x^xta1K=dzIPeX)G-~tJ>(}v=&P1Tmlefz zasV=L5Z`0aJ>g4*tbq5blYOudqw%5oVjd&uY4yoGhSfXOH;WMe=r{0qgY2iB`;#>L zN9XRT{!v)IC~iBC$5>wkzIwR%>N0%+=Rkpz$2mC+a>K!1Z!6MWkTOx3m`JvndtyP# z9UX3bUeF^X@I@$neIQSHFG`V6sLUc24SX>P7MTno;0sj-CwV`D!C(&m+GO8`E`F(_hy#X7hj>ydXN1HLE*d2v71111T+#`xeZW&pgn=Zk8lrU@ksN`0VQ zc`v5%flh6J(Z6l;+O}wWEsjz1Th(%p3{d)#auzF7>18m!LD`iSokLwgR?)Nhl>Q)P zJ7}GLfiljIB9<`U#g5~PKq6Gl$axlC71-=I}2t4NSj zEQLsSDl@5^VoAmMUg=rT>J0KwfQ3OG=ZgpB#+Pj0SbXm6tjIab44}xMv<6o#-$%#`3IE&UY1ZO+&J1BVqBB zh!z|J=@;|f^uhXl?A3w<@gO1&xd`NAnO=BWW3(IV+Fh#_y)q{m;|Xl`lU)PCiv-0A z_d8C$7tQ*TB+WXjxoss)bskCxVpg=>6C|-Ds~|l~T>tV^Vu##|hal?+S`8`j1<5E@ zO(qnGSTz}TnP9N&X)Y7YbH7hmW|yy0GGf0NJ z;xQSIHEB?BE)5>p6S*CBKF0UIf;z@Qc4F65B|V{));a1y-32=K)hA4r2fMll%40J`PRyz-1;fIRG3+A(4u z9V6CnZi{~>?-e9Ev7pwNwu;p%+}5JwNs6$w9~OS!*M(i-YRxDg*tR^~gUe#*p^ z*aSeAxE`6wC%XFC4C1Gd=nPQCVrME7yCKbJWxl~0BzVGb=xAlWr5Qo;;9DA9+Vd&T zLCOqoE?{^dlaAerNVZXwf4oSed7Y@zA0<+(L~~J^K~dcdiCsiw>H2Ypi(av&4bj$E zdz+vmBDqvP32|`eY~4`TPVWlX^S%e@zRnVekF1hSkC@O`nZ257J=G~FTH5PEiW?-ph%Tl2KTQ%5?w0RGq?a%v zmg4s@e%9?-tX}eoXfEss;HTo=cLY#Gg9#t26{JSTPu{?f)pA>`zTn2TB$_B>oap-j zsd3gGRFRY@k%-TBZeb^S=^hJ*H&M*EHx>?m#^u3ckF?|YE z5$n#`*EB5nIqwSig~u2&r7(RrACg3Pju1PO>mPmAnQr2;?dkQ8=zc`lI{bWA06EZ}uiRT}6)5ixU4ei>KEManhlK=mzQ!`(oia=?6fqbtfK5cC-AU_J*VY!@ zxVAB193MwgI5lD#>GfUZy)_qKC5UcUmNKD(?qc<%w3>h26&k9{%0coF@jMt3NB2q7 z8%^anp2`s`Cx#FWbpOCpfeId?$I$#-dN+jO(md>|+*>Qa9=wL*4+)UvP$A1ml7X*c zDW>wDPd0IoGE*B1=$XtviSlFB$V8D}Z|5*o^*b11*wB4QP#;kg|oFQTIM|8L41c>jsBk?j{ zs9e9WWiGn#fn_39w#FLT(YKLw3*7jB5TqwBoRXIy8Tqh6CS)vR{A`GdD#i(m@rytqJ&~p&<-hwOs5AlGHYW_66}uFZKyZ*lJ_6`+ZiB4#UVZCP1EaY%7m!tF5K3K4FI= zhw4~2_Jo$bC?)EV9$uEC@r-lhxl?j&ThWIanvs?SEb3 zafTfZZElS&YF*z(c&E7WV(TH-@j+507tn}!+mq(QoPmm*Jj573JB9+x0*59M0t zaV4JXkUiA_OPYy|%MnqL$Zpj&1C|BKC#H|Eb2~6X>{`^Z&``uEEk>y&QWFznoLQzo ztjd>z(D?HYz(s*aKCjp<#2D;F9A~D+U^!k9_a+%}ji5R;aK4m-*M1*>Px}5qd>C<+ zy7UYYQ&HxC3@Q`Dz$qv(TM9kEt;FmUl^BTcL-oZv1tA38zjP(tuzqa_(}7hcIbG$~ zB5Zg2fy!)Tp|5-+6Mdz%PtFDxqnKP+ckgxF4Bx~7@{P9dvvxBcAYbo}M4>!>Dc6$` z%5030YIzhXS9$d4s`3C|@;I>Z#FM^iJLU7fXivx4_jkJ6Fg|@hDTEHUrKrP68P=iblqA#P!&2r+ZXG_Hq7IYcb9Rd=4yUIJc=`-RXs#o3 z!aB*x%5)MU)Jf?|CmD3c*;xADtMQp)-`5eJ7jZuOb|f+v@Jmszkz7ve-43Hi4cW?k za1F>}fH@E>(&it`^%2llyziylbN60Qs1kQ7@PdKL`-ly%T?*u)>;h%xc>NY&d&x3F zz^EipL@S6sAAxypDF=m1l0^?`vBh0 zWw37&SU|9d!2$-0lfY7f0~su3uq+82LU0&^Ll~^g9HevH2tenJ50dEmqWsgCpsc;M zF4p9~Xk;M!-wYfy)~$^;wkh{=65YA(Pel{7`d_=s9?A?4>wCWWl)mpx_kHMIo1AWP zG#5jZd)0p)6;VE^49gz|P#!Er7^=)^IyuU$@E=V$$5R?jZHX)MKS?D^3%Uq zGci(BwthjCi}ysdo0C0}smet1*~&~2ATrFh8>p?Ov9c=@HC$8J|A*55PP3Imv<4~v zwc2p;yxG!MuV$-QIa3W8-7`^T+*?Naz)^^%qf?GDlCT${%_pX2lJ_!g{*itU4#iH{ zOLPzIO1kMDS0e-$$U% zrpjNAo4+pG_YyuKRsMRo`J3B?`a6{K7f{y+a^IN25wt114A?ZdGlgz%ClKk2``mE+ zy0(VOAivIMc)i2%@flB_X&;%&=WevpeXoD+<_h>C&c|+cpoO&xnAnd{;D+S_5Ik48 zE7HC~@n*u`#tY$ch2ql{3iuWgzN{_+KJ17>%V$vN1B228K6D6reE){g-q6{hAJ(UD zjWxA<59>IVkFB%LQT~zd5M{=Qb?v~m4LtJI_lSIRDNi3|zAXW6jYp4_PbRtrq?iij z-l}05T?+}<0OF^Gco?M2pv`D{hWQJm2kqg?Y@i0(BUIv1sVIc8Bu^3jKaOyZ@yIiQ z@=Ri&(@qq8aQssU|5Sm0vPT~DHfB(snaX_Eqw`Gn$Wuyb$|+9;(W#_7WlT3!DshXl zYPz4TIyHE;Nv2QIvq|aO5sw~=|5g_pqIHRf#EF5L8)WVRhN0KIxT9@5PT&xOG;)Qo z@AelQ_ka_M)~|1AZEkNaYF>L%w7z{opCodNA)RD9h$VctA%5ii1ldaH zk(v7DruL|ITfPeGIWM}grG5K?04)V^A_jQ`Cz1RlgEYm-tX%Z>C99WK8Fk#>I%2LHbD@ zHl4@doc}S-P4V$ko>h#;WqH|p5b3-?(vd=G`}ywl#sjZwZrxbd?vvZ8*e7jnYmcql z?xEaJ-?J42bDL1J3*G7G1f|zMeBY`9o(J(aAVvNLy3$7mc&CpzL-Sl=IgQbE$@DcS zMSjG0LN^3igXAZ>Xl{`QddXf8yF-+>ab?%LEK4U9U;eBSoaP191MB%}FO5d}xDz?V z#Aih3dxbSpF5W4p{*$w}o-LcLUJL*gDF1*Y-Sv<(a5K?sV5uwCLrNLE1D^;Lj~RY6 zUj*pDB~N+pc9^ToaF3+KB8CW+Haf=1b>6Hnh&Bg9^_9Xhgb&vw|Ym)FTp zqm{cqw?diqBiauQC0gT^dnN<-#ma1$&C~Kp`SHq3%42&v(c*OW`}9r)Gah|}y&Tk} z+V5}$Hy$01g#BMd*I@4kI}suXC+FqdvQ%PqjjJ}q6j1?3lBtU5=W*jj0j3I+_iib0 zwVI(OVmP1DYeD!N3mg`?;cN)gg9+z2JCCu&0unSU0Qe7cAN)~g+;`jrz|3f&^(_+}mTWcG#xxwIPJC>O!7AQ&uetk9|uPab_c^ zS)GIX!f*`d^Yodlh6T!eB$5gr1G`Xhh^sZ70m^)AluE%4?n3@3&Q3*LnPlffg^(jM z2>6FEez1L)SBxs1DEPp)CNwd##*SC*C=qgi|9-@O3ct=dLF)UhrXbomq+}Rl>Kvg| z?xFdtbZ$uS+Z#;+T915{xJMc$HxN(axm-Iff$w`J*GK!Ul^zok#xt0h1d16<4hei+ z_4JUi4}sQASqe}c3~BH2)?@AFSYt!#Yjw9rTicvB_JR(Xs!u#sZ9`pqopN_7^n`^r zsDG*8`?c!~mLj9O223?QDg zVV6^S+DSjoZ-sKN2*wIvOwwrM)&P6Veo4sA`Q5N4+?v3JrS5H38QN}LjdZf`a)$V7IWT3bo6f|b9LM+r4GjRzcFk*fz)gylfdg)RB&L zT``&^=l*2b1a5@hr!Lyoz9HHktLLlQy|~N^<}$(J^4;mpuxD$ur6eZjQWLTlxU-+- zrIawr71Jq6l{>(levVK2`JgYSUz{4fxh-1KRJYOD@F?tjjC+11`T7MuU*a(z68aN| z9&OR~%`F~GDN{Pox~KLzQ+!s$W9maPwMkSRpXKAywC#w|i@uosNN^{^Rj@k|8Zh;C40we5{Xqqh;j{AK3{aLs#2q(o{ zo<5VKx>VxM0_Naelr*k~KCbKuD+Wj1fJ_!@=hW5UTXgs0zw z`WxC6bTRv)@s3kwgD8D1Qm&RS*(OJ5Q5!fur4m|viN`Zi@x!CTFi19uR7rrme6yWO1}Fu})fFr{{Vtte*L(f@fZpl4HCoK*^{?Af7i+9r+Ze5_i;s?RBH49K z+YR1ipz&&-l|}VCd!S9;lmFbUb+Ik+4{knBC8ZNFE9Lk>r6QYzG>e@Dh*ALf|UXh^ZXHiD+g&(4fV!Q2h z$kVLz6xuq@=@FPWG6re>>0PAWrOc?rKduj=l7`d<=RZ>_^V~pdU|PK}UHp;pyAv^{ z44;vNhLgy+-SOx4#)Tp5!t?^8+uB>}YU}Jh(+g}_5>jQgtRouT_0L<6edC)1)ne@5 zmnB~oB(Ev4Gaqhw&efLt>QiwU`H%%}2gp%#nw z_Hl86OzoS@Q15)9QmcUK*^By7T zzM2BvApH9OOLzdm=%f&Sse^X20%p%Q`UQ)wy+eFo5SGT>Dl#P?%+YDq+vXOThIB&8 z4fKDEt_SgI61H8K;7(^kf%v+}TH5iEdjw|DRH9}cEp-$w^4d5!ie~!+wPGLbmTRnBBi{MEeKWzhDY_Vl-z_i zOPS4R^>C3cvx&-VNQ?iqii(|bF_T)vYFw?U?nGtZ+bWhjoMmz+su07&B~WKXWpa4f z#%o>6=vvNY9MF*{Sen1IHWHCSx@B5X{DCUEAi?Xzlve=Cy5Z&vb!L)3lFt zKH170%;M__d}^lu7t0QlIh%yTa)sYG-z(U~HNrl0h^X+vZ+2>mbt$r+?clNNw5Ny9 zJ~_HQQH`Gd{Qpq@z-@2wp@sVP+JYq<&)ngc3KO0BI(2GRUELJGH8P$07qKh%g9#%)wJ65@u*n@VSvX>cP`FtVqP@vp< zO7T3HPDdW>yM<|+VT|t)lztfFdnA*0xk}u3t5}(RwuTY^hbi~x8sjMa1Z6&-(0Q@< z)_BSfeL{Eh>6spa*Pl%2DVhZ$-7t|(57U>3bXu-bk1{DE*~%@rlz6Qm9;@hDO?WDa z$5~9SIh1B!WzM?SY3DL|@~JEa(Y^k^Ms;e*zKJ{6wnpntZd3jhHF*G;u+Oj=^jsfp zuXQLWY^iJ99QB~) z=V3G#;>&>yaDlN64=#L{?hjGHW-mS^Fhy#aebeTR(biaf2zi5SUVJ>@+cNcNt!r8@ zM>@op1qp|8i!Td8`;!8_1!1gdbMxl5TF~`UAOA8z-}BY|snE0iS8QXfJ*Z*y;$U>3 z`V#Bt80B4{y|+Z`Yug%Q_0c2<#`++WKfyTXSozJwq+c zh~4iO#&=2m_>afiV)^Bdup`s97_obMnVhQGcU<kes?2)n2s`0^ zxJrGXn#OzRIDtsq2D@^g8j~tP10$e`FH=S`9zUdX7O(qrUNPXy=OF-{;X6WYlBPS% zzCQr>V^k$WAxHQL1nIyK=?*t{j$+8S$!)|y##K1%L2v8A71ME^ULI{gJUHeRJ1=e!SZ z1Twt9CjEt&aVW4;r=_0CRs|zn;|6{SQ z{{K?;f3kH?jt(kpz9XYldPn49hEhAsUdqf|Xa}wXCpd4+(BvuSr1pe7y(o{?Q6arA z^uRfg?tycNO58B3SeesThI`=fIw}{lKKfdu%+a|VhYn)K({&=@)I1_+nZ*8|K(Z8* zo+pz|wR3I}{9pzM{LG;1OyxdVrG&{+qD;fPiRnu7RwnRk`jrfSHC<=XbvDtdQs(sd zIRXbx#RiV~%6p@$c?`!wlDnMvU!=?o(-O+JRGD4$_9GqbZ@~kCJ~o*G{e$RwFkKHJ z9LtEeMU-Z_vS;lU&@-*Cr(iV)e*yxSpLh|Pq(*31$ ze<}C#xN@3VDe}nM6^~iNB)j%R4(9y$wMSljirL4cgR^4hQ1Z3SD}NCEBr}L+Y+c7~ za?&@&=|tbHj`Hl_fGx1}QzfS^W)hPX(LO#!bWt)DiEYJX5gjV|;xm*U^M=XzJSfPN z{OE>}BhSr8!bDEK`+dShd4ck-#yKsm%?%>0m>2AuidibvxykhbDx67YH*aniS@}ew z$2?$YgU)Ygt=n1~t!r)EUK`yOYxkDYvqb&0;xQp8_ZM2>mEQ}Gn9`FPx|-1*vqv*x`1WN*)w zFq#|4ue@@7iJ88H8a~GTK4C6&Y)bkzBKC=!yZ_{}_xkNHb-76STWSEO7YL2|PHvA= z?m`|Pj8|H2rH{pBq(p=CGNFt0GEsTec=KNDgyp%YHJN-GPjN=%U^SQ)w0aVotlWh? zC74LE8XZJxYA|Z)xmJ7IQ9^lzvLnvNv;h6O^wt(TB`U+a=|W#KQqotXBAigEH-j@n z3Z*wRPi*5$gjD;aBozx<>ssUMK588*iLxd*f}=Vsd#T{QEKTkU>e||(8}*(K+IPpA zaLi;913Wqt@?nGvO zp^)td_(CCCcykb*_e-(7`gK8h`O`K0?^(L0JTgfa3#}}<4g-EWpWRUa*gz-0$HJRD z<-JHPU%3}i+4db-iM#_-EK9FNM0=tvGf6i>-ESySE7e@iwhW@I5YEc~)}Ye*W)Uw*2AgF zRS#G1#hCX3F2~-eXM2{esb`s_tMQ4!ykz#eTG|;Fmr^}jonk!;#Ha6P*mx`OetI~4 zUBJ`tjdI$vbd6nRl5T{?iZtG7blt~(ehi+MgyXM@r{9BmIco3FHFmIvB(gx)H6VSIlN z$Y+4X^#u$DFaXYh3D`L1PNg$^f|97;H`t(*2%5=hFv` zq_l%;@22Qh`vg;umwoh0X9r@hJ)Ja*{M)cW^iI13J%o~@+#B2IXF62pdq0WQfSuj@ z32P9x?vCF^j-z{;1CJcPn{a;aagDHHSi9M<^G66@gz`tklo*c#IW zu{`WA<@Eu@6dz;w-?BSx4((R&yT^I&x`yCQJ9F2!>+=g7(d{u@{w)Um|1+tQ<7_b^ z&nxfmEQ(1D*`&67Weh(;?=;(m^nR#a*zx?mDZg&#_1I+}mZqQb{_Y}QnaZVcu2bgV zl+y_ciEfl|4N{5UTj()IJua>*=5S@cyWsgoP zy!af?@(oe$L*k*6Nu-lAEI3n{9maItDaynk(A7&se=4P!PBdqT`vqzYoG)$#CnktWu^9;2W1YR9>@{yS#N8>~c0= znQvNjS{-xgI$2{?!!^nrey;N@rnLJ}+9kx_Qj&FlJl^%Ro zDYs8rMf@H~d>lo5uNJg;J>}oYc-7NmJjx4sPo!%tUDt@bC$PMl-{1L^VFRVF7iAb_ z`dUl6u>3+~tA{SO`IKQlL1P2Mxt{oo1(YG$f*6%yBg=m><=@E4aHA;0X5zcW;_>?) zeE-0w3|mDRZW6S(kKU}zH$Yxx*zQq=$jiSE($`Z(-fb$;KZE}-sg#1hgr&+N_`6t) z^?EM#4x*Q({DVykUu{tE$nl6U$#?BxUOZf>-5P6X-%wk>QDDh&V|gY>IxjAQzZx=J zL_{i&9yOrnnL`Ez-+^f}LVQcf& zwj^Z5heCG>HtVGJ3K*%ZxYD@r&gUa7&2985PuT{`f0X>2kVSk&(j%Kb~`oeEW8g`6y{X@E+tLJm}(UGhFIo|$&7cRvbvcL(qeQt6eNmF9Lo{49-A z3B?Cgq4`gfw>vtK_x5!2G8|5w9152lwtqP)kb z5M^-YF2#R@*g&X;w^H&U+LqEo%G|}=>uDt z?DpoCfY-Teo7>x)c|#-x2nwyoClO36V_G8LPjtUe`0iMIYxX_)zS#Xos_NA zo&HYwzRdmp2_JsTWxjIvd&e{)(?!CH00R1br3&_!ab>&Pbje)WZMvpkrGn~|Ju~4| z2YPHcX>)v^_8{cdVT5B$rXqx-htf}c9@Mq*;(C?}w6TORX0|JRaEDB%pX0_qEL45- z3`@gz%Q*eHDayBRit^1%N4|xLyz>t9eAPLV_tQsE1hGH``^_5n`-BK$q4M{u`u!sJ z`-BK$u}Z1AyXJpO1hGVgYi9e|5rjQVC~)lO#*q+0EOo#Cg^vtr=`={T{lm&;hY+5! z9pJ{1QVemR3aTe^_$m?$TV~5ta9ub^`P;fh=cF%E3~{gu^nWKw*$#21PlzE7b-xcC zLo9c_kF1yP4-3Gn->-1LU*khJm0^z1X*B(nDyS|6gbrImgbs%X2RrgD`leekHXPQTiXUpB4Y)hvUd!;vYgReQG%tunT_M&K_u=U?wWjz(hmOtPhs1M)dek2hPpR;ilR^F>)TRBASXtI{^%B(m89qevFJ4D1A#1Q;DTJ4iT{tJ|sj|TQWggwMBC8~KU(Qih`=R~NB zq$Le`&`d2)|3xU-ek!Gsb?R{@_k$=FN-W*k&y+*J0ZHUrG0x* zU1NK+wW+Q>wk28=Ybv6X=!)95#@g#QP&O~)51E}WC?Cj6hQ&7#nrV#CtfF7(4YJeR zL1}LX-oeW3d!VnjU$JMy^nIb7{&Cz7XQk$~Z@kvnSSr2IRI>WMhcYv8qe=Vvxo(5C z@9ItWedxX~-D~{Zr{yWv-Xt%F^l6S2jZhig<7#F|`hB{H{so-AJiKUMDvy1Mk9`?m zXd6a~@*b_sz9iB+gHP1@Yy$SnxJMeJm`(5Ai2nSf?z zBQ$vnenxeuJ^f4B0}iwKcJ@>%QmO4%SETlA>oiUo^=Bo<>t=@8kGak?S7U8voKwyw z*!SPV{Ujzt*bOR*m2plHn&Je{ncSeFK%~QXvF2f-;v2}=W3T#tisGAS*z=S6ezKkJ zSGb?9TpJ&(!*hIqU!u&1*a$-PeJRt|KvC#gZ`q_bt*ai&%xe~qel@+`$}Ds*QAS_= zl=%RtbrIo*e@vsG%%=WLbvD&JSRYYQT$J_=Rc9$Et})Sfv^+g_m&`0OkA3 zx*FDe%%bbQDe7|HFOV+hdFgVYQOcgsWtb*lzVZ)oz4X}`k3W~LHFRC1QupwSmCM6l z(^Vc`(^^Q^1$5nyu1jqmVz9did0r>)~Uim_zNGGS z?EjNX&#;Gs_*_3we;-jEmi`2x&lAPHqm$nCjj`Igwau;VOwpWBmK$;4r*8Y7TC%RG z=+w5Rx|5@|^^J9HZByE!jq9eKetJBHl(OHHu9FrB|F`*~J@GIKMTQd4RwaUDeuRuo+$G38!Qm#I!E@Z=}r z@q`}UkZz+8cj^OK`P1_w-F4mGzxva}hGQQOAMk&*fq-s~5xS{Lr}4}dy1{0Ke3L>1 zZRxZT9zO4UFWoU6p3m!jSY2kP9+dS=){f+wW#l*`Zrg4rziUgu#q4=PTQin)e1h`c zKM(6nV2|@j=epCS2cC5svp~7`AL>K-u)d_P$fpOf@!_QM+@WSv0iCQ+J+g6?EW z<0Y$>MSMw{(pl{RpA^WWUKew_4zT|#z48S#<-_Fr>|nm8i2J!-eCeMY)K<#7PIB79 zPo}9W_uQ-`vkmKK5=uhE5|Rk zN=oa2`>6e$}C#Y`aDgU-16?yYjM(ob>5Lu1CKn2@fp>o^ZfMB}P?yAGu z-9Qy=SA&wg9~|&rWx(!+DF1R$Lf<+)-(5!Ei(Ofg>FtCtdXsb&wZTDh3=fba1)p!0 zByFf`<4a~aE%(kbktV4lu`^7ud@pu}acJglZfdIA7!|2Ut5h`1x=vaG{f%o|fa+Ws zqFd@3YujTD+wBC)b~7DG1RjXwcFE3}WxBl#v5s#sPoL?@&ODX4K!V~-XW|o+TAD{b z@tLb!-#1MGpTu{(Jb{mZELt7`#w@CWhSG>ds!mgg{;-QcN3$}waJ1}Zy36DuP~hyctb3l+k|o(srHUN zW|D4%VsYuW()guZ4@AEzncr%Xer5y_{yZ3u^jCp+pobGk4_Qe7V@$mn}>^uJTr=u7_iqO36E>~fr$pGh-Xnepzv%6&#nKb9wt(iG6Okgfxi+n?+9 zd_I+BjQA~4_QE2K??`&KfYM+Lo8lfhZj#a%wjy2e^kPifbn4^B2yKYEh84UJWT}(} zN-hdBDBv-;?Yn1H&sbY+{f4?$kzMo$W(YsAk3jc{6ibXh&ywV2pFNC7e9T&k zu@9G*aL&MePAGlZ`bPRa7{h$hm2_o{J6`$6xHR84E7|y3rsK;9)fqO%SIozgAWP5( z6vvZXd>j#S*<(6(`GOW?*^?hlc$EDQxSV^?<}T_Ay1WhvpZ%32acrB6KYJ3-p9kXc z_Pu_1AZI1X88(j9;P>H%1Rk&ErwD@xczoKA0QZ9!u=qBOb%2pkB2M&M2N<|E66;?I zRPr&m9x8DU5bcL@D36#EPIWC{vbnHEpLSXHh2*i6%XmIq`52B}S8V)#YvzLbu1f96 zx^K(3=jqyd%rsr#DG+#gJC~Yk+;zychRkbCopV-buCZ6x--Wv!ylSF5jq!74 zJKb3Q$!)cb(WdqBZR>fRETyt|lFEX{zFY_FjwiYCag?r`*cw`=(RFh;%cJWvK6D*I z&on=JoS=|!`O)de==3K#d6Y)`y)tFTCtB~t%DslFT)EHH<9+;bgmVz#1Ya80QkD+= ze2wo2_PmL3uB2xpNly5yljuG2qt7~4nRQp1-y%u_oerY^wLH47Uq$j~Q~Heo@-{Jf zr;vO@=zq|kM)YS8otcDZI;AaPX-g?>Ii)G1G!>MlfcP6k&vf2djCW0AHszV)!NWYk z!@dH)=6eBMYY6{Bfe*9?(KAhRF{N3;Xf7q12hjCEDhsTQJBaQNru#$a{!qGKPWOiq zultkUb@`_-HjwNb!Gtv>qO1Q|l0LP||MZO7%cJR)S64BJ_2AI}H))UVzuZw#9J%$GoR4Ky71XYTzdP=J7N2;uCj5S5m)TbBXLKx3w&O!PS%ia?7BbKct z=tnGDL6Dc%(@{<51|>U~5-l0J60 zSJJ%MZV&8&2~v(YoX%G{IUDO*PZoK_ka@yR`C_W-Ex*d?(1_MKyJE(bvQW8xpR2T# z19rsua?)4SOZMHX2JM+${$8vaOjt!e+Wj6MjC~75BI`&Not5akW1?r#d4fLgzUhb4 zLv0rZ)gR9Pm_U6o)i=aiMb@#dtchnG6uD6+oOLkH{oZ>M_k}Jgg_vf;ducU(D)Lgn z_&^mTn#=?hTq7o`z#38S<1(H|CckvWelqD_fl8^?ObS-PsZzw^0M_+;aiE-^H+5Ld z+Y+s>jWxALTN|TwTilaoZt9L=l=~+PV~dwzXwIetaAxJ(NBCQ~8P7Ty1 zbA`Gs5_#QU*|;l}G#=h@_r%PC*{Us2zCFAQ zbP{JY<@}WXe)zosyJ={W`TxDK%RW@-iOn7tz1pi@ulL%AHe{t04YG$ zzgkBzz`HR7I&YB=OkglxxmUGLQf5~HfS0_*0=R4$ffs?>=_ord zwRy3Ja@-sI+>F`W!fvXiV)$<4qXBe`aj+Q}PYU5xMk zSSjH1%cuXpWVc%@_pVd1f}aS|fXhSs{R-Wqm*@9u*z+HcjjuK&dfec6Pm zx@5Da8$@p~ChiZCy+xlswR13oQlT2-7*D?kSGye46?FYN3rQf|U6TB2r-KXKpx*I% zzP!09no7lY?bMgIF=p}7w7#~buC;Dsn{t0Lmkd6$tD3HsWAwF$io_?mKC|yb;UJEz zg0u6A=NoOjO8qnOU89v}bO0TlMi1y&ZXhxi=|pu$1wqAdRS1DA-=a6ggPzNEX3^CO zV6q3=s`NC3+^u!7EzwpRL->?V*BxclUzuT>0)xeITRk1O6+cpmX60I%+hXmO4LUF5 z-%gMVi*L_BCe{#Zjn?y&&8-a_nSP}j8Grwz*`L!*r%>$cRz8skTl*Tr{m z=ysdkZu5)jHa$>B`tD91vp7XCgo0TDr+2zr*{zOyb#2Pq_BVQ$c8>X)VDPMsyYooEAO!KjUo-b6U zH?=R}T&3LmuSH3=;gq*Q+25II`B!-4Ka$=ZL~`gn3zYdD4!tX`w<6LR^fuOmzIGQA z8GS8Zld=ag2NB(3qC17sO1jes|8y!lFP@VaOQyF?UV4*!a{L3_`0FHnu~IG>{as=8 zAy(LV?%~Sk7AahG<{~LPa=tmikT0Lhjj%nRHLU_Ag5i*RKJz`I=tB-UxKCK0CO&ANV^+I)4|TZIaExAF9QFwm~(O1i0hbxO1Sd*iFqv!R1t%DtOZ zzA`HY0=$9T)y?I_S-!xpAF%=3@^J@9at=T9ss9qn^$A27ey%CzMBFdU%qR$EFOGMNBxfLCNvY zyQ^gPBDQtVCG{B+g$gB)j2i9P0bWx0uQh-9C~ z&B&x(DUTkv=<%oBkuD7(!X^3 zgs8*H$dA=HY4r^~@HyisdwpBV(b3HmYU%^)u%6cP+%fPUs6219&ccp{`Tk*xE`ojm!h z?j{*G^rP~euiU-|CsbvVd?TpLvFi)kfPCfN$)zX5p=T_|lOECM>_a%QyC?T`{pkN8 z48NS!)x4lDhS}X>Wp?`1eX)ZW-UZ6^&%9(1pE`GTma{_mE6L%%W^hpxr5q*o#yyW4rdVw;wnHyh+(3YaaqIV*DGn-`kBxg@a4mYK$p`iK5&dxD; z%vYNE&4%c@y3LL4ZAs)$u}2dqzlU6YJs4+HRLmVYUYYk?BJ3+hZBYfv&r&*XYdnSD zH-Knm-RF-)&PlOl+r-mnI$8)D{gI4&B06=VK2ax98hM7kP#)=yJWD)~dA^VtyL z0lDHm)*gic{?!KP@yG$Al=2IY{3L*gfsZuvNJ7fcBlYM&j~a{&hztg@|Kn#ReJ+;T z_9XwLJeSY!Vp(?W4o>5kJyoOlk|e)Diy?GH0DwUYY#WYcW4V;JH%qHkKY`L=P*(>K zW0e^+&ZqkVWdaI)KY;KeC=pZfscr?H;Kq{-ri60i0fB?>GMYY3(XF-XrStR%EfO}g z7NNr#g2F(*22X?(a@hEN=mR{mQ8NlCZ*q;oXT->MXoPhi&UNV!&m+gD|%4=ax)8@uTJFVv`5)Z+Pk}0HTtZn~Aha9ogLyrMy z{mR2Zo8J(%oKbyUd$e|IU29XR8@FS0BE!@N}+qD5=sCAy}lu66z9 z`03!WrlK`%^>vNW+G$g!t|_XwSCOo>QpN>dQ&O~QL#(YRP|(QN0^^YJP0dZw@!?7$ z&{QSn9F5omZ@T!sRGPP?t}&*U)bP6CX#fFK{p?G|bAi&bMa_Z4LTwD@$9xK^GmP2x zQ|EG*evZ2n9>C>kLNM&7^^rc$m-swi>GM2ryOYSapqJY{C5v3pxgxRiC+F0iPBLeI z+K~zyU83j!agt4|j7g(*VZ;A?(V0aemZLsH@8I_iqJH5zF1XgI_vfA^uc8ey* z8KA6W&26YgTp;!8zA9^)bnGc?HsSRO# z%MY816+Z5^d#u%zM)N?hS&td#~@i2$3bBTx9jE7mu zY!#t-(3_(_&UB<@)l(Y_h-M8dyG8U)Khvx9msoH+<*lJKRV0h<-yKP57BD=T&;3ch z1L?Yq_|%)GW7){T%6vqIaymr0ZReMw98t!HsZNcaY?bNVqbHH`=>1}NNHH3cR(IZG zOeDkI`UnQw1H1C6PuoP~QstET@`){022P*Ld;+mFez-eWZdv9nkL! zRj2%c%l`!NJwOE)%0Tz~ge9F~w0enrFSb8lDc=uqzu!xP0h*KGy~q?0mHc%ajdR{n;ox@ZtV(;cG%izi`I-Lb0kd~$q60rbNT zCTKk4-08nKg9@6t@r*frKf%pxvJcB$M}~5|6P15m(eK4J-`#@@TsfF@4AV}lGzS|Z z6xzy_SAFbaw;ar z7cOVQubj4~&O=|>QhtqW|qZy$-f_^^6L*2na zzs^;pT=g^Q?hoVadwi9jMi;}Mn!CS~8EU{1Vf)QY@X(acelvW6RA<#~0E|W3J>QaU zC^4_o)cZdYLz?{_i6)(X zPK5eQs5t{WlW|T859%Xp6?bhjlm3pk|Z#LK^Z|ggUS$4O;9cXJG9SE0<#!k zx@{f<=x9EJg$x!EELMrTvDXk(5iBLZ`^5|nNCF4>z##;O63kQH{P*9BU)n}!@c|oa z7|Q!YA%f+>Jbk94ihyY5+^(dH?*sgf4?#o4yFf_kisw3)@WPEk&n4uVL`wPd{YEI-g4zI$V~!#ucUsNg%tM$GHLp(kG4A- zx%+*m@-hAI*yR8!nUj>e$FM?~_yp}}4tqaNnQ1cJyTA@p2o5zzy1m3#t3#N^b&sb| zndKh+>6$O_PbMwke;rdCOMK3uJcS;422eg7*kT#Vag+~Bsun7zTOH?Vk>Du^?=ZqU zobc)NCkTCD*+&!U?s$R->3Ssn@0CZ7N9$ftjOAHH&-DLADy8Kh$-cV%MD&$D_L}er zqL-xt$MQdx>BX{;eL3@^~{^@!pd-z^F1lfSt$ww|Z2wes#uBUM6AZ^*xI92^4m9WfW zg?yi{QnFjW9iRg3B8a~N_xoW!y2>bD@*1IZnA2d(T>pjVGIq7+0-ToHUIy1;=L_pM zfQOeg$Kz+4h`kYs@L^PnCI5|k+I7U)KUmj4^nH1K!r(XNO*k!nf|)!=w7>Em4yNH< z*O{q^a8BxQ^y{>3e5}FaTUf`h@zdA5()Cd0n_M}D0T~JcAddl$dSpMI!$1Oz0U!_m z)>p?CL&dYfN$|?C1b%uO^f8J7A5Va8`7^IPV;CS0dzS7FB?%{f;cNcjBP`f?II4BG zG9jQg5k9TleX2@Ex^(|rPgSAwm~7dU-Hn)-MN{ZKl*=5sSvqGRMa;7-Ni)~^cA8Q& zS}9tnqq1?gc^=!%b78v*9N(5xX!E1boQfaW_L*{yRSvbpfZ1h|?@1z;(tFoxWTeYf zxq3l&-R!QLojLI+wdR2zLgrLk<-=a?=BDVDx<(>QIpHwW2kiN1F-nnZ30BwCpv>fV z#LfPnB(1FGrf`BA8jZ1yF})KIj%4Gh63!%ZPiTiwvZR|&jVgDTcpge8J!5UP>sq5x zGi>A7G5ncEk5CC=9R{ExCSBbAvO5(2rL)z^e!Ja6NKU?fR^de(&3S=*D5)3mI$n7n zakY%p(LDeZS#M%T_v33TesWr;M!DZluBF_fPe#= z2<0mCS!OZmcbrJuo34FCT2yvkS;g2-vdWsU;987pI^qx65{quFwHE_ej<$KD{l9Wq z@>NMjHB+qWaug+UxldL1bOEW4dPXiwHhL&Na=TjO|86QC!eg{EUHLsdOK0Vl*9cqA z70*TT!^4D_8N7<8&vdBTN4aNTmMP%~kGlrG?8V*ZcQGxdQ*F4pWX<%H5I%fleEC zSHKK+hg=O`|JJCLy0x}$n-yYjaW$fL2tv)_Mf86{GgzvEo5AtQy$)_P2{l%^n?8My zO?%Nyj#Z{lFLCAxocRK0fxy|H;nY)?yjdNn(u#pE_lkiPQ*NOhpx7fiwd-4(*9ycz zEvQF~DffK65cdU)Xij5vUAz7M|FQQSa8?!9|MPa~b*X}d-c@{kcU5?+V!?tX5=)G@ zzzUndF2bUcU!o)?niykC)M(ULW5=#hvBa*iVebJOia&kCn#96?=H2t1IrqGKU)h4@ z_jf;^+57IjGiOdeXXehGix;y_@!&+d0pUWCxp-vF!^`&FbME5$qh>9rpWU!vi62!| z^#wV0|4g7Jg75{rtM+D9=f#cl<`?5t+oHTgEOKE;ls~hTqI9XzhQ<m+N8dWkLx(M#cIYJ8G(a|VE`ilM#ttH>B!k5GFZ&%oN zjPB}Z^qCun(f)p-)K9tLzm)UROZ*VG2T{HGU^KPE(ns=^O%xcm*ygGrX1L>oDm(nGnqlvd22$aPxN zOPx>Y?@R*ktQ3LNwz-t@r%k(RG13%|tX3=mEH-%>fKJ%t=p}`cp75!b$i;;O!^!Ns zOXkmNY&yKLsj)@OXk8j?%O3dBXFlAQvA$h1AHj3T5n}tsn)zrA{+$H=os}Ee zZ!G+|T$L*89Ru60i)w#;C=f#~?TCH>XDGo5Nh9(KUn^DWOh>oY#~oX@+uX(_E%i-v zL>{s=o6NYqP)wqisEfuV9*a7w{8+@dU>v91my1l@ZIpX3*~XaU=w4WV^ejWWXdf1% z`k1=28kWvk&^WiDzDcy=@u&l43_{{l@YAxez|;Pt^R_+3) zk*Uq0sXI-!&z@JtM0+1%a+NA=j1=_Txq{k=_alnM8jE<3+!Xe#d5at8DxW(#rO=4z zn;6#&n!UK8{>OIIwPe=9#-`@QtdVRigIBT9O|hWU8l?LQq>G@-V_HD0$wRk$f%|2| zz^jYJX8v}KITvrdr2~efl-(|KnMA0l$u~kA>|F?!< zIRfk==%WyQ&3`L>T?KvJl|Ni|`!APY4?$lqL0`{rNPg(6iux*bG#gMl?m7JYGSY+Z zp2MrNHmJZ|+b@vq3ne1~0jH#A$dxV4i@e(#>1liD6Xdf(;`1MY$HsiL-eq=kOH1>@ zBAnSs&({A~T88j{2ruyEQsqkSIF%oJ^`@a-uU-C3P#c`V-bg|Ro-u#$%&CR7!m>J5>>9-9bTW_$i zy?MQ_{e2Z{e|uPaKb*)F0r+hl0OK-=1LNVe!aOX>tNIO$*KOd9l~H@~htYUZ5j_cA zRuVuj$BmYGc*`@sW;h1p;Vow3_Ye7a*#6FI zMSr)K(_aXmuPo8#^TvqzeDo&5D%j+0nLgm^R`^HW{+c%W*VgoZdszP={9e(1{I>q~ zEKkqfz$*aHBQ{tZy!^dN$@$>p{? z)h}*oSkjnVs8IMW!CSCFMa~MsoApV%y+p1>J)t1j^`ViDzFi&!tRgS7dzo`(k+;_e zD3>+!x7U?&OGXe%(}pFFWP$qP?VH!Qo~T?fLafMwnf+8y7BG&|p4q(J*&J{fJ!s+_L7Mjab;w zGQTo-JE08i=}X#EQKW=yZ`B%Y`;%YW z%F6@!9xp~4_#8K%I~J3uCCwcNh|xC%2%dEb=UF-YfaeXfyl#c85T1h1Dq)N*CYT2c z%jm{w#e7yf%{rO7rEf@L19%bN6ZoX#|B@ftqjg5j-_`u4{82lj{>}L%MmJ%1csc8G z;FK`kD)-)oTJoo(odZ-%F+}<_czm1XA>>z}Q-tFANcFaznXF~!wR4&fxoLy?=GHq% z?U8uON#zp$%5}LH{r{Tm?At0!4S1vLn{qWBLcq7d;dH5AvZ!HBiwfRCs!I-MvkELI z0l-k9pK?P52&4Um2nFBcniiIvY$V*AH}UoXT2Q~Nd8wb9kppF7*-pvSfg+hYu$_}B zTc?Ld+uZt=`cO%Pr_8OV(1Y(N^v>HW9*|G|i_or;-_F>Gng(32{4QZtYS*@8eY59% zQxT*c(f$VFhJS_F!sfY+hcBaDxE1Xpb}8Tc&~&*>)UV|2kxJ{p$`KT?YmT z^CE6z(=5IZOG(BY8C;5!9Z8%!N%_AJIan#Xt==ZeEz9TY?#2Rt+M@2} zMfx75y!CzPdnC0VLG4E=KfUI29%FPlkgl0_=JQ!&mG@bXF#$XsPp~J_aT4{pC7o|Y z=UdbHWIEr5aG5}SHnEh@aI^E#lb1BiDO6z@RZz-r{T$bdGHDYD%XY=;3vX2+@3-^& z9dbdW4=>4wLVOX+9esQWqeu2r?7HbkBovbWM@W9~7f8&x_>4*({|deMQ3n4$Er+kX zfAM08q;HhOx3|CkR)zSX#HWo-`#%2m)zbEIHecWqD(0_BvDAit4!IDaeG3!n#!24$ zTXs`o4x>u>h1*Ys3$N`$jhxzAq4qCKYn~Gji^+!+t3S|Rf3qN^k@yASIj8`h;rK-E zl=uv81wOp}CjRzEO87(k_vIqKqX7R4g*1@%cw@TcuQGu*ktl`5x^R(3?h2|Gu7dIt zpnfM zQW%ri9M$HdzT8vfneJss_km31oo|P8lRuX50AyQUzr9!G_f`3O{u^FQS8iNmej_(E zVY#1QBT1mT3z!g&T}u2tJ3wPBla|iQ2zNb;ZXuUNAUXXt+xgG{jwwb z?WXc4O^wX?QR( za8>Qd=mCuLyqG+k>OBD^@b?-UAjsSuUs&v$+f%OZ!ZY) z>Bt@gKcT{3W8!;4B6yA?oJ`)_Rk;ZlwCzr?(Y6;Id(*KG!RT24Mit2rFlc$7om}f5 z(3YH^%*V@|@bM>Ea>6HIQe~qg#{rWwMe*j7GsPxj^6~DNq&Z;Hrzjoe?81>xN5>@7 z5$cD%f7%u2Mqf(UL+&nKe`xs^5+oq2^g*!zHUb{-d{Q1cP7~kRW8Bi`P`-q*WN;A{7(+BT1yZ7 zdVA63eWTaQ|2SQnZ*;mmdj?(jc9^8gPlA%$(?X9tMf-}Pft=l43M^v@i0Ac-Edeph42(uUroxwiV3`A7 z*3m_|WgXpA{<02J$6#-!J&aexh}B552f^>n;G2Hu6KBn|;UUU-|GreeAFFS)dOH0c zq}+%W8q1f07!R^3oo}Yx(vEQicQC<|u!pJAmVuZ)$55SdbR19jC(yOA)MjEpo2}@$ zwP>>?wVBM?M5%6^jtRmsN#`j#$I^`$$<4qp%S6nwjh_>phW{qYZmYayA~hsK^jAgq z2NMj5LmeG=pgwmLIPF9@WCRX7>v93fxHt8^v*?@mvl|_!6WrbDd=EO`lls|J`@cwQIOg?SxxzwZZ?2JRYOXHGRezN3T z4X@pK-r|Nu3kvX{lZG{>0E$7ViiseJ>HsNjF=5lHr)FUjIsyIXJ!Rw*KIXi;DmVco zR*^(D3lZgjU^S2YYJ&<~eRGb)tMKX@FO&tTKyUBC{@jMc>z6KQ31O00T4Nj24#DRA zu3$E=2l`^MO&eNr9cl!oe@iQ#QK8BJ;h`%)=%Uu1rqBeiY)~yb)An37h`{Vz)#2e87k-X zCxj@rB+4!dDY8f-kBNmBX@oMd)I}N(%KnD6qQ8LtExh5XG&AVdyeOxh4Wj)Be|uy{ zcGu7<2E(^|=O2S=xNT3*2)fO`ta)Zo1$+Ur5XB=4P+Y3yC8s(3QL3<6j8+BB!tuhT zdvdW{r$vh!`6@Yyh65jYSfKrAFu9TD64~&GIRASgg$p-04-dnRF@^gp!gjC!Qrowu z;fz(~Md)#=uv&~)1=ZqczqgFcDbZV&v?`Kamk}y2F{)C9BNpSqoFEfXjFuu!nd*U; zfal3HpuXkh1V)oNpXjHtSTX*Q4yQoiX zTp3U3h<-cTFY-RVEenZg!OcSy`)oeC@fX~*??NJ4c=Mp7YuLu8%j&9_buGFOXNYoR z8~7Qe^2S7RACI!r#8d`WBp5vQpv7H|~E*8Jms^=(qJ_L{CN~^#4%D^zX^rz#U6R&nLJ=))UI) z&xCfw&%hJUIc68JA3RsV{QeOkwj$sJKNksu1Nt5#`k=#|Sdn&6?Cb2N^e9sLuu?^( zFDvL1=lxlMPanw2;5L*kSOM%|s`LfmV@oWPSlP0~vJES-R+efiwX9&Axh)l3uV!U? zDpOg>w6aX2vI{G~0q4_L*|n8rFIFJS8LaFRQc!n4D*LmtA1hU^v}PYfQ##>GMwS1c zZ(rK>P3!0X_wKhp|68#AHMBAJ1d4yv=Ii`o>g^%4cDmF~%qSR-%=cBnH>$@`9W$~R zPIzNx$lUA7?imf`yPb*^wk3Xt+IvD7FavR)UqihoU->f;-cu;0{HldxB>(fo_i>fO z6H+|QVxx24leU4&z4k%Tx0CYAUPj#z9cisDT+d`|sa07gfEJ zuJh(CTHM^y0Bb;$zf7kU^X92A%~e0vkSYdvnEI$=Uqvl;z2q&iyZrz271W>)a|H3= z+xT_Ul0H8n=-_=8`)X;}M*St|%769ONW=JA))%G(U;cmk%4kU+yYchqyRV0~4YL^?SOm?7 zZRlh`z;}88*Irfu?{L#D##GgQtAQ@`_KkdkE*_arov-luc|2R;&($jFXtHH9Cxh`X zvi>qg4)gha<-RkD^WDXH*vKFU2P1&jPZ?uhi~Mb$!Yt}KEAULvEfDz_fB3H#tz0*uy&n}UXXha zsc77%=)RY;VvZm5^YOBrQHpqQUqL&LyZ2Sn{3{~L+3|ZPI#&4a+bCF}^55U^ zYKCB&-*@1Oo-UddjV%apT{Oq*o2;SY?QCM(oCS@G9BSs1*T1JMXCccJa_SrjaR<2? zW-&;oe%^qhQ)d-<%(VDY`5jr63f{sP(`c1+O-{SZ0Z z->!)^5-0T$otwmCi{f~cQ#$d4tILx4iyNDM989&T*_VbiJf*|+Fl>E2^qJGVaM9A1 zhM=#r=6}Pq&<6?m3tX_pPO29Jv)(X=1YwZSCcPRc#9HMY==j@^}eggcmEU@@fmy@zs(7bYUgX3^Ij-a-~sO?Bb^JuDL7W0gvdZwMprN_{3 z>~l9pN^Oz>ZK~;5L&sWblcqM?QX9kP?djT7 zx@P!SM>y|T;K=#Alkyhwj4Yv@p??SJb7zM8u2g3_;T*I_o;lx(&S%j1-gI6?=ljt4 zH0AcmGw1se4|b!zzo(p@7}}@MwFbiB`*c2+a5+$ygXs4U=-yNT$NV<-bEsm-of=S&Qpi8k+@-NYjDlbQr8%azQ=QnQ%fD0K&z6JF!#?vDt?PBp&LiGP~Q2&K=r@Jbs zJ1>{23mm3cZWF2lU3Ek?0ui_QijXi?6(ULOmnTVjRieWaCfQ#Qc}2cP=>j-CvhcU= zt^5ksN0p^uD+(!?G=f4@^eu~uBSq^fK}EmvsQ7bxQPICdDk|$2ED%ixsNjsU%fkAW z#f?Xc+5`Qy>!s3(P3=w#BGA+uT$oYv<%P3~*mGz<;-yL1&+DR}Gs57At?Fc~c%e1^ zVQ6`{o!MF*h;8tS@%oSD^uz1fN$;jP%@~B__)yo)@_^UtJbT&V=A-CFA@9S95!>U1 zZx{EIS%C`d-!3n*S}O1se)xHt?Ro@Znjq-jkOKFr3f$W~{2o)J{B|P>-0N20-lzii zl<&`zL1fJaUmXrR@&@jeD#u}}G&%O1x43!stfLy|w#;85Kn(YT$lIxKgbMa--3`bC z3`Egjq-wph2%>S6AKvxFoCLpDrMN-)NA#5W8q!sSkjr3 zq47$mkL8B;JilX+$>a45VP9>je<2Sj6x#XrbH3t9N{c_*2)1yRp}C{Y(D((jdk1L z7E=ZFTcp_jCotb64N8RzEUpR(%$xD#^%E-C-SnQY-to@8ks}*H5{o12=$u?!o767@{|e=H zt~5vNXqO9-%0J5!A)ES`-Q)SRx!zOowU2kc0_VNU0hk;fS)guL zs%!MVJG*Z5w@G<=JxaO7S3ja_vc18tPm#WWS6_k`R+lf>>aW~Rh;9LvH@We#!U7bh zSA)I#XKfICrH8m@;CzU8|AnxaVCoF@+MJ0t#P>gPf4=>4<@>7?MJe|%k-x(lRu}I& zc4I{;_nA!YZ{+9Yc>CV06vL}8D`9onUs<|sdCTS@A~Z)4q4|gig-vo``ZhXq_xH+8BTFy>d zBRsfo^H^PKjxtg?`+!|^M2-TO?Y&c0*e=4Oh*oo~RQWr)eN6WvG&>Mv`&9x54D&%t zNA1ql8XXv|TCW3RlurlF{BP5N2#tLVEyGm)j#=gKal8j_ZEN^ALAe-&*z@1S$6`Bj z7qX>^%Gna&bXVaEwRvm@|0a3-dzWIt%bb7Ri_=;*y;bVJ$G*2zt=G$~lus}J_}`|N z5t_>|w2W0wZr#N!n}32a{GQ#8)SD#qPY8xLTP*H*2u=17d=Ch2?J@E&oJUo@qR|wS zxgGPWzd|~{4$Zdl&fmv*A^?n=6)It*^bZbc(S|eJtIS%~(O(%~=^%pp0T=Oe;!j_RZsEGAq#%ONy0r ziDf%hrclYSvO|dl{N0I_Qrnuc3oE;Ao0PazH>in3Y3VnaRrcTxrd_*S21_ zh4qVO&8=^#4}I;yw>&>@**t8oP6fZBWHMDeVd$isO?9R^#-`1zMmObF4MeDonW5{a z+|uVB%Kv%!p2{ts-&(-!8v?%%gFjioH@}TN4xqZmKNx*Adbc~_(~abZSxV@ofhm@M z6RDY87up#^xvO~`}WcJK0D0Vc~2F% zCOPmCpgi)@Uul8)&jsD2nm zr&x3RrhrrO8g?aksS~9SkSH0&E8&sGbY8!`61R_CKT`p}lHt=u75_LEJw|<#4_mt| zS7CqU4lO?fUX;j;!g-f6`PQYK`G%>LZe`-pt)21c%J^^2`DVuc$L9_QVK>E+*AIEp zi9VDnngj>hSr{Dfq>gw}5mGv_(xpi0F6x`oGo(Fn#zj{y$%s|K4-leEvsXWWQfxzuWX;X@DHD^XW8pjb1)* zFQ^ruo5OgS!8j*?zx2YGx2}k_XLYc=&RfUxHN&llo+LO9MQDAw5M83KeTyk*@8tr0 zpo(tdRTwKSSWXUIgBs%Y^q22hY9J(1pFA(}mVHu(m@5ZD)!5VfBIg z8R9ltWpX@rf4j|XRTOZH~?St6>!a7YA?RL#dz@`7M$h;7s@2IAMloqoFqlirJ6unIHpYJz;yvEb56w1iL6< z_axu0Ndi`py=lC`O7L`S{uC^xK>Moy{?DIO&G3IEWHM`mW26JWVG`6oW(E2#_u5nx zDed?n5~(+~U9XnK^^Hw-7aYFJbl5k+x(>RZ2^`!DI9>H|G!Q)ZoO_vWQ`Y;u4 zW`fL4B<68XcdBoakh#j!O9NvIf{z86&b*)G=SGp z#_PD?b%OdZkJBHZ`kj^A#VD=IB^@LK1LsmfKVTT#YDpeuN1q#nJgNy!ZGb$sr{feM zkEwLb5YM(F93Euyc!c3&^cRb%jlLRtF^?Tf^{4u8PvI}+&WFC4%tCO5Uk-nveqnvf zocXgF=ZgFM$l+G_;pRQb5s#HNllR4wB)P-Oi#$Ha{tMA7o-l=P_;K{CBkLD05v{xU zTW=?!i|0&vuda!xDff|hQDP&9N0L(gw{1|Q40zU55u`DagF$e_Go?I9ij8KDllR3& zF=GTCpM*vF9PP^gSE`hIt3pzad@Sqt@z?*Cyx&)a%QfHn!k^Do6^0`h&wN;_jQSO% z*J*Xv@9nh1o;%MvP&DuFZ$3nlKcGCcKMfYC$M!;G4D|P7(e9Z`U1rrUTC`x9D#-ay zB;{2MOy^u46o6|n#}anrxQnfC^2}tgD(vvYRyES$z0_KVC$_E$cX-Q!9G+OEkmv9U zZ7yT(i~U-p!+WW{9A0}kI{)4<`4Zeh6?SyPR6$4gc}F<9;YDyBp$cl%$3=MQ>#tOY z8sOkAeampj-*T{l&<~h=XMDtOqup=E^9vS~?ts@=d>nHMA5q5uGuGjpR01)V% z%01$Ne}oXku-o1D2**%9Lf#sSI1>MGQHAg=v94%f0Iu{uf&5D*jrvvbx-NX1aUl6p2{uAh>)N8nChCNH>~pf0AJ-@rQE`Y2+6!bI6}D>pv`fV^1ak*oyADy zURW*1*v6=hs$-vjL;e2i8|wF^j_4O~o)mB@MUkuY_{Is{m4D+FzF9(8sbZynfii#! zR@DW)RstIv!iu@RDHZ;TN!V*B!&pJP5v&Yn1S`@&jVWpZC;D+;US=p|Yh11S?E$xCzYoAN`o=5e_ zefHt-#m!AEp-(PLS#DSO8x5vM?rFT&>7CV=G28wQzt67Mhg=WcBUjXO96YjN&a9

iDC6P$x0DvUQkFe9-l!{MzgxKQe{$i1&qZ|41qJi<*rKKYZ(CzmzIUOND$LWKI>l-UT;vt_$+WKY$+Q4SU6;vQd4`K&{0_=L zzdW7@9<1DOnlJq^LyoR=&j{H}!5AT%Zp}0fmLcJ-ZA1JNs=vE(yE9BxZh4te4!+c< zAM0xX)ic+(7kv$;<0i`O@5TEXN_6qQrii{Uy(OLvmiciiH9*!E4ywLT@Yo2;Z8nrR zpebv)O?Ytg^F!GWv*yz+7UYbR{fh-TPQ{lr95HJ_LzAd3;>g1ioLEy+)MifSmnE45s~-B`kg$z>t7Jh!q1Jv_!Y3Qr=9iAlUGOUogz8mdW77idra)z zM;wokJrsCsJP!AR9vkyVsixg@f@54A9;+HSKe7F}$HnyS`@?`wkB{x+N$>Hi=QqNh zu<)5`6rO9azc$UxPjvjV{4stCv!^s0h=F}x4u{!sOkzxD_?tX_9ODlU69M6}RsM|2 znflp<^A+1Mg2oUYmd(enRsQ&@wXpD5objUAhGJXO`CP8Ujwjyz0`LMuZ#X>9#`z;| zY{8C4^u{-~rww_0b2dbe&aDmgSMKT6x6y_MsBeP}mFAnde5s%RN*faKznBf(E_J@I zk0;*!GHj?IJkYrV(J9A{Tt_h`mro{9`Ghj4;OQ8D zB8F=NMQP;|CNsFb&_DOo(G$~=ZiVKvwj^GDqzZ3vHkip23xBszZsW18RHr+u6ZAIJ zDAJ|j#IJG6y&ct$wH-ih2C;rdQN7_*XA6>zIUh>ro6`Aa%Dr(jobH+PVah!n9!Ij2 zeRpB?O`VZcXLJB<&LX+j?vF$2l}_C^C`-`#Z-v?+JL@6+YVHxj_T|fK-plx^7kHKvZA=^FMNZWMLH>Qz{eD_vun%Z%bxVhKlXU%O~C;*7L9`~61 z@W!UOv+}<@=eang{GqzQY)~jleUDyHkFPS$YH401!1yPP^1n4GCXM!y_eJI^v-oa7 znWiMi{25PIXxF+R7Kn)`WRhMSmWDvFz! zb$Y2#{V;iSq#P>P$JDBnQ?D*Yy|87(bsJRRT$jvC#p@ehJJ!>+fYY-)IM)g|J$#b$ zZ$a`(5H%%y$WKgfh1y+zZg;brTUwf>Pw-EK<(r;JX!A_3Z$ajiDe^ky`zvO8RRy__ zuipO2ucD^cnVVj~#cDgVq&Z)4FlD;$VBUWq?TZ!vz0T^wwh*JP10~vyh~TI zL|bXP;ez&~%w}*ag9ID~-;gx8U_UG*FEg$o_rdE~3mOh@5n%jp3Fd$AS-kC+=NH8L ze8u!EaKhXCwZ^8zyMje+%Kz?QWNs0^(4{RQS-ksK6gTm_ucPg~Y&nG5yHPLf{B+%h z5GeZI3fSVXf|%yn^olT>9$p@t9s*8lL-Gh!n%z|~yIUOaN%4`Yu;GnTg$-|XLGsHK zc%Ab76*Igs1$mIK++$T)hSyaFJXX_%nCMFv{uBeetrU99{$^F-C^fViSe zymvGk-v2*dds9^nH9{#hW3=|DtrWGjMvSUz5qnF_qIOY~icwUJplTDd_SULBL+l`k zNcg?ppWi>T8r?54+UYDO^0 zX+x7Q3M<*TY_z@4k=mV4mJ(h@^t38p{gQH^Pf9i2toJ|O{g;*3k~LUyco654Ny|~A zGoVcJ(*((|EoM(&R(ncwab2O#sIgzAH*gldMLGt~0W2E)8RGN0sF z0mEG?4t8vmwEV_O5VW4+e#z&M&SqaqkHGvzqfD1a#2IZr;jgmVNOSsoW-Y2&b4z<- zJw2WdQX*IK?=pq=&U{4@A`S-9g;_W2-((F`sZlhsMmt+KJ?Y%&URWjVD44LbP}01t z3j7{$a}F{7I6=|GaPIlbs8iMyq_xDY_!J z6ltIMlfR`&^W__{aov#U`t1{{ys;qzcAdE8b>{gnhFTN%5w~aNzM9DJDAvt~gkQ8O z%OmcfCgv$YB~trf>(}N%6#49iVQ=c&ZGaOfY;*mkRqTAg20K&@87yp1m% zNRbe?X*OQ?kxB_}sq8NDDq}qWZgThkwM9cOg!*pX@A&^$2#2O0xsHXjrokROF5l6w z&+M<)f0qKMU&7@_=>THxuGw1kL6)szmEg^T|Aa0*>fCjBXXj2PX`)>L<>?HBl$b+ox;Nc}6`CI!p(T%%toAL!5`$+cWeQ{r0C%q$#@7n^V=2A&%-Z zr$Nhcn6`#rm*4kI?*i^g!M~=z;a|D!Et_i)1?B$nRiWbJ;^_g%9QURUnij+_m6-`< zu2&mWM4+EV2+kVL6@$&(SuX?9HWh!0m82vAp3PVeiKXG1&L4+V1hmxD21qZQpt<3z9kd45|hfC{vcf0_!=LU1LiqqUEM-EPVOnD+`9-dUfBu&qN;3{;Jb_sC+Cgq zPq!)Gz)&5Ooa8>YyXN4#UsiH&KR=xbeq_6lSna?>YWiW?i=0d6&exudi_LLtqvGW2 z{CuO5_mpF$W&ui>aYG?T#fxF?rz-uH#;Y9<p2o;6^BdVJpHq| z&rf^g>rx3N;0WT~ZX^q_Uyzo#>hHLUb&=ImEyWeW9Wb+Q%MTHNj{ zA@JHPrT(~6D(!D1jSGUPuk=u?qh3{=_E8v)ZT$gX}VvH+`j4WBsXGxfFzdY3tK4!f` zScQdIuYmaXzWj0p$%65_TH}sdbueQu;xIP zwr%QNH;$RlXJY4!UTvT>OFs3t3gVmiY@X#0Q>6shK{-|BGEy&HUsEaf70L9bmfKwjtio~_ev~oZkMWv zcNgEJt5|X`tVU_PW(#eTTc?BdOZnw?%Q-SE*%x0)y;t>|*>MBi|OG5k7LnXf$ zROB=P!jzejDOgp9ph~5aOYtu&b*BYGt#6REukAmdo?FN4HeE)>(_55y`xrRp`?1I$ ze$n+*;gNeoP{{V|lN;t7#r;U|-Vl=>+kNiWDs;iwM0I=%uKRdnFkdr00<1w~UrYq6 zs0WP~UkNt`w6mX{3AX77Uwn|w_u9ZeLUr^@>lB==WNpCEpJItwOS~$9{Xv2~5zDv)F-j4;JYSf4`^}v=VEj zi{tDLY~@>9PVszINm$_tUlgEgb~gy~VBu+W&t7y?_wf3Z8x%sY{QbA}~O+5-)Smq;N=t^akY zP@lQO%3vBQhN;n$R9C_#Oi%`+MgeP}zK3&iu3LlBV#Tq^o{qmvd z`>R<$o2TCS>SLr29m#u=lfR{LE|*+Vv$rwN!H3$aFV>$t&CJ|waBk`Hm9637cqMya zzse~5^j!7{(H?W(<`ziaTjGq^db-{EzE%;I-^%@iwsp^duHN#7V*2g}%A4xzOOIFk zz3}bQ#upSzzO6>!Y?WBnuAruy>wsx?5}h#wGX>fW;mR;QKG01Vp@SEjtw~6iIQzs?CjKp}k*e)1~*UVQNP@FSoKWI#VSVgXi#ynH1!jgk;kC zPCqO-b=9dWoS_KuMfLz_bsn|$tCyviFQeCGdEc?$Q;BZ5(qUTj)aUpb-Ss5!^q_k| zF_GT5L#)T0?bxOcP=~B?;8*8eT2-`aKBygK&Xs_aE>ccx$vtmo_(<2(Fiw;@E@O25 zZ%`ttBh(S()BE8=+K)O zyf{L$CR|`c3zRG7x5WcbNj4ZR=)NZ0?eMI3iHOvK>*o9~^okJ45>u*54? z6CA0DTbf+P&>LRoM{$+ic66){B!i#67<%~kE786Gel{0mu!JZw;BBrli`a3%72v2|C zH~Cgzr=9_=&LB!fVu$w;=DCzuK{-r0Yo)JaiT?4_7zeFp$G;c99rr!B4Vv?QOnhM7 zdP`XLM1eUaY$%Yv&SN1{%@K-*&Dno+GS7H^q8(k2JL{4_uI5;V9OkQT*b>JbKuBi} z6S$*(&t3FBhNpgn>g#gpx2iyUVVBi|VQ1T+$PM2{OAkw`Mz1JGKf<)BM}z@mfpAzv zlF0%5{n?8(5I@gRkx&&U_}@%Ipx4-RA@vSDrdMW4O+|y?-V2yk3fs@NnT%Tc4RBKQ z^i}#M%4M7b>0E!`$Gdm)?SYwa0 zthM35zgaiDp_AFU7uXlQ|3-)6Yf=3J6KwknBl^osafMC^e*m@KdA+S|Y-}BpAFXhF zc4(8$LI1o#2C5!V9E|6p?e6LtO>rZZsMrq2V=>EJmtYO_w2HQ6~p!V=q7`e87*I#GzV zLsvfTa|iUFcZQF?P%)?ZiMovp`R2;r?WEtVye}j=dD%5z%So~3#`1(&4fxfD);UhA z2WCv9L^r+^^35~^`aE4O?NgyLbBlZRfscCO>EZ7Ol*>Z~chTcw}3v`Tm_iUNd3dGCI=1nn}2Jb3yN zmY`0FtVN4tuxaWIZ<2ls<7LLsMU9hI&e?N+;}Sie8s&RpZ#{DU z{4b0pDtsbEO=6p99@4Zp!FhR^x(BMShC^JE-EeXRqH=2?PnblR40XQ`UzzyDZewEX z^2{Cw^zAWOK$Y);M7NSqbnP`(3ScFrNDKg^)IIIdu7*Nl-j4MRM?D1PqT8Dso}EVW zjh2nR*=~D#TWWo@r>zmx_^9Hvp-mLtU$fAa>OdbW<;l(=5Wc4MmfP4))je=y#>nS( zHDAK2!Vgg!jnn=jvT>e8?TQn6uf!9Ph8u>Cy1NU{y+VRV0pu}$)gSr0DcMIX57VTd zN;t%CUxpe```h(U(WY7);1p!CUsJ09#k?LWPbw!Sz4Q?{Gatbmzt zxA5v^P0JW>g`U|^3}F8sxD_F?Q*rV)bF-8S$8wxTzAb7#uYTdB$)e3?Wi^|GOF$sm zm%lJ~^O6U^T4YR`nK_^rg)&w({R>!&!=;nMqLqkV5hwVYjAig8k}bBZG4MeLO&3se z_QTx>C-l7Nt+9LLE6a}2uDN^A)B${j&MI)On#qkc zKLgOGqa?5Td>LTWvVc-E>`XuM4=P~6@Y_rwV|t@h*BAq(zRD^ZFV7F0aAU}o2FEx& zKMH>5IE&EgWO+Hb;&2Ci9WApOzkid(1SQSq-WHpvK3PJri632OlOX4SUNus?=INx1I?^>Z|!5cKy+=Lq8| zm6aFBMqf=N^C!5q(BVtTH))IXiCIKXrMEhwiY>*)8DC>gEF4>pFq0STklr9m?EoNa z$KS?yPw6v8-cV>SZd&VjvSAPIAES`F!O(HW99m%?bK_Uk4f31$-unJ($d9g*0)`JH zG~JmE$%+Rbo%cc5;1qE${*$8fS&GBcDQou&=?nPY1W7o`_LFe81+OZ0X!kcsS#UChX7B#BK zAzHnpe#nCGYp29j1#Y5dQ*Cy6w8K_9L220hh(T^ieHC*)F*DkBO7&_1>VvqMY-IJsbF5?1lun;BCHtWKANgK9{|zPXnv!z7dTC z8#}HY(fV0lCxzhve6^C#Cjk5gI~pajBHk=Kc1Vzj`4BQ9QHacn-K>D#`62aKsW5K% zQysm_{}8*;q3m#}>Zg(yWF6|Rbg@we5fihT!ZE8xcS~M?+qh-!N)hiagubnSV7{v4 z|Jr!JNNnF5-)Kn-ke`DgZxQCd#AJQ(dqElQlI{{<_II*jl&77Zz!6L-*UpDB)B8K0 zPt<-pN?vF7+AB0;qtEl`rD~nZs-iZ<(XirIj0|>FUK@~k!^*dTOoZ%Nd=rChOx7Qa z&40PR!3C3^}T_efdriL-0Qo=@-3V;XMVL(z@4MRaT8418FYbvjP`1 zT(pIeV~Hl>TVWi&A5z--w{|W6vG+;-Q2KhmxFg5v&;PRbi!&ECAFJ=(8kNsS0Dcem zwRmx40jH6LP@~H?c)#FTX5!~B(uOaTT(FSjKl$=}_I8i#y^#~~nd0t`!mMa^V^hFa zzX~z6`vO|DE4?z*f-3o3e@UE0MbPjRHNo!$2KT6;zm@-e*cL?;dXbqt-25+}1-Q8$ zP?o;g{?zK%S~IGb;)&#o+G+fyKT`JGqNHlOJJ6o<*yZENesBN^MJuoZ*PB&{>D)8u zS0S|nksyR`2fBB2`FLli- zE3XqXn-jEIV?|Op#Y5ld4C?P!OIEk9LB9QZE}~H#+itz!aU$fk($HCkF4?-}+cCNI z^VLsR_lG@`%3senS$P$O&k5?u%C8b&5jH2(;;|6nGM1x9W_}q;%}N<3J3DTLH$IX3 z&57&6fhPlY^nn$$QP- za%rjUI02S+R_A-6(UC`p*`!Q6=g$R_l)w=B0g(HA7Q$$F9sj%ZWx|)N#|`L~wU@#R z>7cqUV)Y9tC$4=jbFPwZu{Sl|(vt)gse7TYB~J<7U7m!m)r)0161ho~sGdA+7v zFOrwd5lYGngWP-0i)$5Wtn>Qe{W;t08j?u{kS#ok`oVh5CR`R@-g$Ss`e1bb>p*4Z1O zWQsa`TW0SAYomcHl=EH}(28;3|De1@)A9W0(iX5{4H-wx1nYU5DNkK$4)kn9e|C!%-}CVlf1JpZ6E3 zqHSQh@!##0f5VQ=g;wrwL7VK#7vpA~j}McAUR4mDjLYZ`v@mU+$*!|RGyD(!{j9jV zxmP3mTTn?tIKD=3>%sLs_L9KhE**d^bs>VTho-(vLJr6RJpM*>S{DQ}n3oJq{}lcu zc{Xy|c(4SDU6_3jQykN36A|dY{&W*&E!ZFFIT8djVg#ht3cDr z<%<5l(RAzH0Yro|LM*}>U>Ve8$yA3bX0kYVG(enEGeZoFTOVS z89CD_7uk2H4OUvW`76h7=EW{EDmjJ{gt{qQ{r)M$^J zVU6~S*0jn)HWb`Qk|6CPrFxgZVQ`kXFL;}{z|67SjMi8ZmsI(mZ#|&A+duxTKt-@?)m(QgNyYlc(itq=0 z!KC5W<}G;EZqt!ulxuo+U!5HGt&LQWN6-3iK8`KCL^-uh6|+Rj!+`qiM`MC_rxVpE z*2-aedXyqafxGieR;&}z+}c+zPe5Z~?iKvp314GQ1C?fAs*qW#o9erl_iW#m+55nJ z%;jj^j0@U@!;HS%k?A=5>v(tLC2t6~MRZmV@!}%$LI-!$k0PeU1o8e_-*kMXFvN6J z6Y1Yxu!i|edZ7sN$dg5uWF~S{(SFfiUT=_e=HY&6vHE7)IsF%swzGwEzyEVQvB|qe zwdMA?4xr1<#32}vORevg^7-G%sLSZ3CTn%{LmSA^Xz7rQ8|CTD?d*u;@YC0ygx%2A zKe`QlL|6|Wn-5TSl)Nnp6b1GCBYz32LqMUVKa+&_+lqy48uZYgE=9yEbW`ke?lLvk zcGnwaH1#J;b5Y&IB;tlf`?VSNZQ>!_uwlCD#IiqsXn2n<$(s6O_swEi-?px#e6qw3_saI`$ z{7xO+T_N|uk~FieA}h49#!bnB6YXrolF)umqaQ7guA>)rbis%lF|Xy=q|89&=2X2Kd}j%=H0TfJY`P+h>~`V~=KS7w1d z03So6y9Xh_T;WE<2l?Qu=s+K`tx&lQvcDNrb9045$`mpO+K-T7N!T%?EfvZuFvXnt z`%NK~d7pjHc9O{$rEsVZog+6%uYREv|M0!tn(#5c;Z2+Ha(V4$%Z<}loMQberCV|+ z8CHq@`21C)m|Ftm5|26uQdZ9vAUlcHq)+mbttY+o6%32`0<^<2Zj8NH&Vbn3m>PgX zL!nc~8gm|b;0ACak%5;7q8(Dm1loM@HerfVj{Uu6`hu~*e_yI^Vx#mpi|=#F@6smao40l5)c9$s{BfJW ze|zF*lYJNG-a{IDm-^0Fb_|G}jDbai?xgxlp4|1#&Q@!~|0axp7WB$QD|Q~*Y9>*W z%{z?+-C5t)v^vGU4?J}1^kWm@GrO*nG5!5wP5+PfPtxl(8;|?(3`z~Jo%bF*9Ma3v zi=?eC`~Iz5b0O~i6Omse&LI{J#g6;_!kP3Uep>(MIydomb`DOf1Bir}L{z%e)X8Rs zSL3Y%u3ps19_jR;{UePT;ZK-6of~2x zluF5wWuAt;S^vf`TqlYM-cqquc)z^9HK$J=7YEd=RW=hQ*ha(rnx-fa0X+)YC>qDOXLPlz$AyqJKMF4u?Gg+;q{H9;O5Yr~P&Nz@TCub#G+umN60 z93RDO3QjkNjn{oNo^83&@lIiNx{GXM{bP`5xM|j)!!W1b zQ>o`td>Yk)>eaEz>YzIMiMi=nVKB?b4dCT!Zm%FG=!wj?o9Uq_mge}?RYmjj5Mv9q z`}ZD;y1jjO9AN4xZ)5b6=e_r#!`SAn-K8L{#c_tC>)-2jhadqw2N$_u;>h9y4ocBw z0ec;3`x7f>@Aj&*=SsWZx`~j$(2BU2zQ!?%1=j0{mS_%|xu1g)Bj0$v5pTcU)4Pm4 zecXn?d^qK1WLx(GSLy?JQ>?#ak?ma_?pl#&Kyf8EnLkP&2C z>J19;_eeG-LBx8)E7|&2waUYcyp|KbGQClfl(-T(dX^O7@aB@y_|W+`)OWn|U;LpK zI=}gi-JQojEy6Noe>Tu`ZGyhszb1z7nwfl!Ld!+((m!lsB}c%$K>{A7i;0Jx>tfJc zsmL=~o93!eovF)53P6Kxr;LTRVeFvg+lmv_{;wBbB6LGeEVMt?m-I|UhYJ-!bXsmp zSm3s%KZKL$>GE|;ulRBS{6<_;xK4EW~`;ll1ds@xmXnE@$m?b z>Uh0Yg+HbLm&ehgJ>#*Eb~zul%x#MCA5K9>}#SCH*Eel)7hy@g0(lBNjYxU zqmcXSC}L=xQol{Kj`F=x*99)s>h=##Zt9hIS7_nm_XHYcMV|Cag}ze9tZm5Nt;|E4 ze6#lv$a5;8AA8uwt@V*mDVj$%c2zS4rv-aOK|SqCno{#T4J0>~J1XgEg__1?%kK*h zm9BRPRn58m7&%D_d&laD`KYCJe8K>|_cw$;lAJ6>(x%flo}y|<$@p85;K!LK+S@+z zoFykF=96O{kJ$b(Vv|MF%GCVX%)W^Yb|0j;Q_jvC0SdGKNHrT!%>~^soHr`G)j;cg zAp||bHMj~B%sXx7tmq}fZ`gyf~+Q?|{SvdR=n8zG6RZy)3} zn0Ppk`JyaHu63JPRo`5fAj73o-%5KXg1!i^vMI^%%8{{gYODmtynYN3NwPp}?o3J{ zy#_0_&I}mn$jK#tre8P~WX}n`=Qt<*DO2pM>Ui=kbAg-c0)c>8&38_EC9B%g73qvr z%$yE>4G+p}yQGvvOzj?grgI;!hCQT!sW9Z|G;;+4z90tSF0MrXHD$W)!JaE{%$BNW zVog?M+gi>7<>R8jyBI75yfV&J-yTsOxd~wHgIv})ll@bHYUE+Uy~m9sU#wS5j)c0+ z?wz=mcr@!V80dVe`?tqH2lyp=TFsa7<+hq@TZ_h}rMo>`Pw7F|ZjvE3gr}?jj25+$ z;=@A|)*?*g5Za*55}NtDpZm7^D-Fan=Z@O<@3RFqR?>dkCf3n=OPN=93Zhw}`8<2P z!lK|Ypc#dd z?z^L-7{V_zW%M-V^&nsDLgOvi5E>zzcw-(3C(?E@1mdRW5fS(55$XiC7vVtRr{ZLp zaFtpn=l4{v9DFk?L2+qSX<**#xG*W}t0(gl5uz(x(|Jtp0O*JLm7gV;pM3j<&z0*H zftTV1TcM}^Yfj(omhXS)zjyG|NC$l^p=zU;jDF$*?a2d<|6d(9SN**}Gpuz`4-s=> zp_YPK0Y1PF|2#{(#?Qv#oe%nzf846tx<=OpGQSJB*+U*4S26@oiLbEtNUC2}S<|fw z2)EUK&l=bMccGhcVw4)_WO}hA{6&0)Y+K++bWQ%`f0=E-%7!hGR$Gd%OKe}6KShQ1 zGCxjxa6JUI1O2Ax>rjn89=91YD&c|rFDfnqZ+gq_{;XDq=$X`Qqt32g3wGa9c{?c( zV^kD$p0L0yv7JrgMdxCSMuoZgq4y{#NFtwt(o1TJP56HD}f~}bPquf3;Z22+lVLOkK&!L#u z#mQTrjvQg|nDrxZ7sPn-r=M)djM4E?Hlq6)Uu>~oE9Go#knjAg!3SyR(2~YB3%#3y zGkyUq4~^%#_EwmW)!RHg`y5|7ru+LepCT~1L}MRPjPfkbP>toN3S`_yZE=0=8MHZO z+@-2fWPQZS8w1gej`d!8DRg!fVm>71qh9VvG44_`@=P53X*dtpcz`?k&ck^rRpLM~ zq-$}@C4=^QZ24b!ebzec481& zxcBH^!CPUG(2b%NQs@4LEGb}9aBB|q;3Go$@3(-t>D*rh4>$kc@*T~kr!t%QqZU|7 ztK#I}(M=)rA!`dw30^}nz+>HS|B6d5yZdB6o-U!VS_8MkRDi)*sjvQ58UvD4r(+ay zA)@g-TmNp!^IxZ)Wrbq-8;Hq%y^T8|Q?6aqAj^C1lfTYawX9JC?vFWQ&F>@0sY729U{ z9oigbM!pE5RID^8my7u&0`Op~u1d44m5B*7)%~qje|N*@{aLwL6Kd*(@L^T6#dm~> zZ_Di@wWfP`u5Ym=-NKd@sBU3xaJdYJukB~`6UL2~%}TCGOd^ej@An$}Vn0Wj);5&j zHcSE^InUj*%iJTQ{R44d6k$a+OjwDxtI3$@euxQu-mE12I=#IMZvSrJp=8r-Ysa)NB1aaCmUN!%1HH~~y~xlI2n_~r)zZLs!7S3_ z!2GM>wzfC3tYok{fm1yABJ9Sp=lV-f#+YT!&#)WW)8`K^vVwNpP6G_LAihgv3w%B| zM$e;e29@&OcYwEqGOvagbq*##hlo1|vnI;*)|q?I#*vEXZ9Rn|E(~mz2um*rn-W|=7HXqUpjt6z z+D53nx#n)%t{8Rbc4<&uC5j%ihyKEh-q>1NUAHNZ@W?DS#D?0H`e08V98+PQGU2Wb z8TX%t+)zw1;cm&jrBaDR)FEBsfM_N{c)ng(6zAj(ho&r!1R4QcRh=(JT0%3Oo^Ks< zawHEdYG05*7$*Ig)}pTS`JkjK^BSrabnVwVhFpxb-eJ-BS}aT0gef{@6NHAQp*55- z41tS=fh5QPG_}GlstXdPV3NR9mQ9kYK#fi+hL5!Sx+fR zM@K40-Ar}xK+vpMhQKKJ-|;)4^;F9U>QFVnCMAsangqBrdxCw|%d&@zMpAIgQH8D^ z-=1VpScP!k!|JtLY0R#C!cB(#6T_3`n~be0t`@G$#(`56ccXxRQ%piI?7m&sa900# zzEw5It!;5*h*($54JC4!IrxfljV5%~`0B~3?Bvf6n~XU0k$VdxUJbaawmb!iL|_(7 z#(9A|E}p<(2K=Ndh6216z|9=YL`XY&s*(~9?UF5TJfek(qG+$8po`CZ$yCu#=BrqV zJit~kPH=(&8V;XWID74a=>fjDsR3=e*D&p^XhLJ;5>I8Lmv6zarvk^;cqa^1pnm&@ zoh7?V>KSD!WOg?cfDG#*Ef6>g&e$Bh2e9cwsoE|LqsZn9$EU2nPQ40MtD0?*l%a_W8d(^MI8dYyO zA=u9m2Z{?p0|I+s#qA>^o6KIM$84BF_ypCe1Io~Ik_jCR42OrNptY}sc3_q`S8PfX zWuQe$q0xYogm}Rf1~4HwaKT%cQg9^JO@`AC3r9xYkP@3139GR@Iyl~XjkZr4;yFf9 zj05Id(@jj*Pd)aiff)8ngMWb}q2V3tDp)RTr%|M8=ibA$*>J!*^KZWIOd;XRy2?HB z__96PQ!6C@^`Zbi22MW>StV0&=$Bc(qp~WP{GJ>RX2C-)jXY6uTFF26{Um`8*At46 zBL>l`Sa$3H?)7mARJ?F68$h}eu?<9DSMft|mWp-^Ik9P{o-*7l${-qi2^Wcx5b&Ao zAJcUZB;RmLzd}IKXpGB@-b0{ruh&}k!plKc&Yb%uQ!Jbh@1YU*i3 zIMwAd7_CC#k%g+H_`PeIz^P^w8IHU?T4|ORmJ+-=`>qSp%Yb{vK3igY3zQhk51WAJ z!P7P#tR82`U7KJGw#W*GlZ)f+=m5uQ_*mOl^6_3Zqpjt{OJByzXR18JsFCf1w%fK~ zJ{(m?xKS#S3po`wKoOjHT$!XuI@W5ILTLWOvPz*$0(Mr3yY4c&3RS}~xgs&Aa#AmNJH8PHsOCOp*e!S>N=tjC>W zhHFo)xSN-Jn{WDC9rOFg_^9#Ad~GPDAN6JZnuKVg-t|0A%lD-!$qg0sV-SnH-REP= zvE0E+n=8)L&ExP?01i_V&bR(6hDyGGXuW>PI@Z;{5Zw_0DPWo{QT+@B5S97&8L)$d zE#4i3W(c-X9jAx^UKS+EuJ(}0q?~O_hR2371kMpiyetx@ot3C;{}V?@zTYn~>7Q1l z@(~YjcsD+d2s(4)BIB~gKL(0ybD>Ua02H=z%OHXZ;m=<8*aSEBj_v288lO%zC2hrl zp5HF-0y;1pS=6Bga2ZD9Rxs_2;KnT+L&snc|03*pr&gH!GAR;r2iKJ>36H?tk|zZv z2E68WJf%$J=xYM7s84$H*`i8CWa?WDv9FZt!i`A?b9 zvippLPI+|3DLba32^x=qdFL-}Nn!-muRDRn2iMO+H0(%~R%KC2{8-&{kxRji2l%Yh zhce(IC@M4}2881~1LN5Tw0a#9;5M=(s-oLOi50pq5^hXF0og{*A5!o@Ji3k;rSgv# zOX3*;AkdB-0j}=^QzGf)-p3I2VFKGx#z0?$$sllRxa88Fa?hag73ah z3K0H?s|<9pK}X=tQvQ6k1~JkZpdq?HOkSlrjDljgd<|YegZ=LX7Q>Zy+2e1QjIbk|yV#(7;kPLs!VG8i&1A+b3MmOt=oFKe288CH}3G%-$b}2O$wR z*H0skxYreS)eenOu?ha2?{y}jMhcOzR2DQvUf2$`N)htDg1QG9My0Sd=+uk^|68I) z_0!?WgGdwI3^J@w?&>4%bT6F=yn}UmvTsck<1KdD270azFY%-VdZBn$x zsywwzWjWM1>?HFg<;F4)hXN^;Df4)XxHlOCR~M)!8HokTSS~NB^C-DnFh+${qg4cJ^?Vh#q0DD6)J$RZ)MncLI^EK@?bug83I5ZqI0q)ewkG$Sw z4vhuI*v&PGu4)(+tW2R5odqcm+5AtkPi?b?R5r z=DT3Gj0Q+TNtWaIFd}?t>h@bujC2SYFp?^Sxcu&j8cL>0!{qr5MgixYRZs)q?2ill zR};7_MK3O74f0~=AO1-XV%cO2%iORZ9Oo)0F0XT5v*JZjA8}Op+W}<>!4vv9M=7^) zk;ocB+%q9ar^ZcOY$_d&1Zl0+|GmIyQXcp5`k*N(*<0y_*gVN0H1_gX>zW=WdN#P# z?i;PD28&~=p~K0pGPQ@RXxJ45BsMW#-vSPp|8~ZL`dJm1H@E`sTolS;5<02;Z{Z4n zxNxHyeT;STN;qJ3K#4?Wq_`6*aUBh-J9cRX=41bR!ND~NH!VZ%VxJf2y5D~5s(zMb z?brM~3y$`V7Ki;sm9^NEwS7GwQH)ppiwbO!vCh))lRPa=@NHHD^b7)b>rAp<&TMI; z4z&M0CuU!d945WF7@ej5TRwEv-Sl$U$)Bs;EQ_7ILhzSrK1Ql{1u-lY>6b2kb(_)0 zuh}lBRpNeCsCt&RZSoXK7v;WkP8I38b(;9?KRT+@s36<10_byK)c4WS8J$dVX+L?R zAn;cyOj7UBU(|hD!wHl>>fqH|Pn_VH`)$ugxT=_35Ez+mp24 zZe1??em}+OGA|;At>Y<+gS)|N$$w!}1o;S5T{7OF*1eU?>B0|!r? zQS^q8?SXpJ+v7@?qZ=bGIBX3qmd8FeG9&1X#{Qz-6%9@}`mVd8+|y?h#ztpHM-0_I+QsB?!{n?@EzV!J1e&!|B z2^0@%?sQ{l`t(_EWAHj6!so&9O#PLL?G@MH8h!T}?Rxw%$?w_KVubAN>$2NPzZbqN z1;g|S65f(65>a@W2KmI-GC8Z9Mxpx%rCe$DKCPBKZ6(PzW&I!pdz_2!w)dyPwDQ`7 zJ!;s--pF~bPh8gTaekVVYt5eJ-eKD~9c@N3nq{Bf6y&aV#K|U1VX#M2U}HFui(OGJ zclQg3`##)#e+&m#))feu4vUJNZ04g5;M;S`ER)p+UkJYB)bp08&))XbMm|3`E>Yqj z@}4=P7c=JBxmCU?*~*+qs2pj3>Rano?9ngo5jf$vTKN1{h8d&u&I!|=@-{Sk)1GiB zGIR<9-BwMcfA{Ro2f*xYNRm<#@`mDTuIRu%xw~&5#o&>hfQ}QyGUOOuh zMvV8a?Z^DZ{j?)rL7y=60(xex%R6?4(KVA@Inn76iV4Zu0@~n2D2P`M!OWC662j7U zK$BniUgFFZFCFYe@L(A1uLqX5At>(WzS2@s&cS3qdwi3&c`h@E5n4a$m}vkG_6`jE z)BEHp(c*jS_|V8Karw)nUBGS+dhPE}LJIO>D5C8BZ>Rycr~IEM$G<+}?<4Y3Brgzu zP_~~C@vz@UHkzRlcxSf|;HTJ~9vraPvM26C)c5Mixl213v+0q_dQ>fnMOUV{{OHxX zyKMJOSubcq+Q%}ZC{Y7moV4P+gEt*R8PyHy_`HMe~pcKz+QyVP9DvchFApWXOt_&;ZSIUV=t z>m!AewcK}pS4hO-2@~j#a~)zo=tw1@)wwRE`u*kHiH7vtUTedM>e|QW=Y8&Wa=yLQ zIs3D*c@6J=pXcmLE5fn9DL1d{n3TXi1htUYb&dO>YsD9wS%V!g_djTP+1GW5uV-_g zRfA>I+e40-cl00R>{GEAzOoLo6$t54f|p#W?)hGHEXC94#v~_lpkNI?b*+{(2>zxEEFxV&xDRv*7L{ltNTOw962UY6#L9!S7 zxq}^e`#1JC;*4X~aM@75b&;I?y`o5d@c8*m!UjTa7IL?~?F4Ajsc~ zI?!^+;57nRf%3&SumJJ#J$ro{9!7`Q%Iceo%hn~oguR>e%?a5*1(-L_Udt3QCEH5EXAfcurASo-qy!M8NtNCM(tB^AB=k@dAV7NVw|i$__F;GKo!Qyf^K#Cd z|IC^5@B?Qzt#trL+>hW&-lWjMf+kPA@3h@l8%Qf8DVXy0@#VJS4R2bcl}?;i+8(?d zrXD^t5Iu4&xbv8F4R0- z-cQ*-^Lo8I$kvRj-OwM=E|;@yPm!v=6Mwb{p*)L!ivs(Y{Q2zz>NW4XO=x}RtwH#r z5)Z7&bU<4n|wptVxe=cU>pR|k6V&bH?13S`#Q zD{LnGzy0B=MZ9RT24GKo1*~iz*Ij_*^NcL0*e%^GRI_iUuP;I~o*-w+GfoE8vL}yF zzC~^Ml<{dOF+9&||9oNg;x1M5biTPc+kFFB)9M{~2p??#CD9g8Qt+nLD$Uc5!PqWo zc+1H@M$R|iR~(e>mrjmmyvqw`4VKXN>Dxxd4<`T>^_;=o*n4x z)=H{1Hznm+(P;zrkqlPkfiF$t{YM2KMg8W>g|3ymcCopRNdGM)*l40Ssk(kz148+@ ze%Ta9Hf5s?KLFM9#C47z5iy0szVX?sSQ!`C8MHPlQ^I;;ULp>6DK%bkO%ucr0YVrJ z^*!6CzPxAa`Y3oA+#RLM!`@Z0v z{4_Ot(hF^~CMQeV;IlK>88HsxNe(d6%{a(Vmw!F5H&+=+TaoHWy~N4GS2% zqUE>d%jy`_le$NFyYCK0N#k(vaR;n-uW;qbP|$}Xj!59@M5Jd#_FSvZTFLOP&v0b5 zZ`($jV4zKv@eUUvuqGx!fq3Fd&O5C@^80S|%Wj`8n4K0b)KasNmGrVvfG^b#_vd}~ zl688F;7eYS?0)OnB{^Ie+}AhYX@K)#>sEqtZ|oSg?{lO@TB#4e#>^5HYbtG}IQ&fO zELWB;v;CrQ7TD6->oQvEMrAA@Qco2Pdgr~Hv!B>Q<8amH!9jx~T#dv_;N>T_Gacfz zzHL?l@8Rtu$@M*gnQ%$ooFEXqiEZ-OixJP96|7!v$XhWUon>nbT44t&!mG$#d)Ey9 zI~I~Ff8mSzyXAS=aFcK2ri!#y@C<%v{tg4lUoIb5K8aRj*gfBib~L4j2Hh=;Krxiu z_veNqcN)&tuY1ok8SI{}F{&LZ5(tfLifejXTdqipz8qFM2n~3ekO*pZ$1DfRNXs{m z>C*>>QE;<#tDJ(Z{Z1dER_$qCYzjfq*|#7+ z;TR^udH)Nmmsg*VLQfEJ;bWvFXAqy1g(ei_Iu=e{B~1tVfLjMTkaUA)(?3Td`-L8{ zp6=`cR8-A*Dc@<>Oi}-5lvrGboOANzSt`ZVbNE6Wpe($`&BA=vMG+rOiIfN5g)K?! z@0&$_q_uur9|ar)*}Vxp4e*EtIi zRa$2SZ5iy~uvB0fPF}XPXo?zVt^3mY<+dZYcK zYZTQWW?GaKUc^-iLiXiC@AjyTNv-qjdR$#2@KQnG3WJi^e0gMLTcbNl36ZKi88q~L zn6Y^TU31~5WmI!wd$l|Z7|_AHAb6iC&q%dV}I zf^;3#f=;cKz&AN2hRE8gFm#p9E>0D$eA1}l>KX9q@WI|WpQ8~PAX9qH%?>U6NGt1r ziXBW1^6&oz$b<(Sv-15}6*a#f{Mk%E+<0=oEy2J*5&rsY*5DtQ+t>p>T%4j|*$Mqr z=sg_epUi_U-}V0~JRKKaK_W@-!aRSS76#m?R|BL1@6@M~CrD*6{7!q+Y60zp9C*|j zuElFMOWeN6CBVsPmc6%G>4XM!YBg9gO?d>Y=iB+v z5k0%5x3Bp+Ab+Z?741)U=iuO(+xQ0yU~dfzP&zn%il+;nMo zn$z~9LLKU?G^U`Lf)|VuuPlrNGy3hkQ9!iU+to#|uOjJ(Q}wgm`9OK5iBnIKktdt8 zd%!h6Zu8q>+S>*D8#~0J$u_s3ZaF6Z8}T9)_KRM{b+h%$h7Ir6kB7(ure?I2O!H>a zr%26vu&fkUvGcQsdr@YxnSVy+7nT|?F7>mniFVFt#e1Gov(IW@z%hGV{=oIs4gVj# zzj<(F=n9^VvcdXME_dGDR=YQ{1Mk($Wg~W0{I?8i3MqNpa_lGPQZcbVDOlGFwY?`2 zdah4Ufc}-$Q%{ZTteDor%xtQm|jS zD}~E1A&HtujWl^cU1i1fHm!!E0TJkdPfGIa zeQerT5=)WzI$P5@U#Ba;-u{3K@IjCOd_jBQ(#dC~($;WsER-NlLpp;9o~0NNK4r@T zaRXm}^zA60lDKQHUN|OO0trJ3UJ9OoKO6l6V+jyjoA+ZE?}>qx0XaM>PahCaM+QWL z+o`{ToK3wV5CeHi@=K`8uS^U2Qa? z-N2W^SjnKDZ~^FT-}c$)Fo>KQgtIF+8fv!uf+!dtd(&@?>^HvL!zWPB5(ZwZcTYg6 zGaPA6Id(Pc6^SLEMOI}A&nB4QA2&c$8qt?Zi{tcC_kRkLgq%ZQV&b5G%f}%Yqrm4T zp?qIpWx=fUzspWafaq#Gmjx+BX&|Woh?&X(d$#$W^CF)Nj?<$Srqli>-~n~ufj`jg zA{Y}H$8}G8L5?N(viYyz*R7mB_l|jXLFbu|*iREvWn(BZSyuw``9mQx^Z`F1R08Ko znfWc+`L-d~Qg||*bv7S-kN*vX(?;9 zoE3$Z6jxEk#Lz$Z&Hyx;w`VJMk_swJ%-H_|6-RE+onmtWzc+y25=4%Lx1sr_F7i_) z%yJ%?Q9&x3HevOm8OvT;k7X{ylZK@+D;My zXLS)4r7_0CWAI5CrSy77ocNF^aB_==I+P_xW{#W=z9m1DAE~0Br>QVr0iEa%$%DrW zc-cfC{%77$Vd7}qji6c>KP?wn3{ng?c8p6x_$;ataUs30kUrFvUP|yhKP^4CKWkTjo*1)S<3rKRzTS-|ZVY3N=1;_gk~fv=hc zqOzG+EdPAe@cxZD0YdNd_UdR~{)1}B%d4B&eqWPrWE+<&a z6m+;`lwpbINQwQ$`TMfnrQ231-@JT&6qWh3DqgIW@_1)CvaYKh^E0LRSf|*2pjh?M zj>)yiv{=a{-#WxhTe}gbZomDVSrHxenG(+jZwoDo^=ci{UNvWNutdb|K1{Zpo03cT z_PVf4_O(=!1}M`|m!;4^(=kb6>#EN5LBPG08ku)%W9s<`X#6|Hm)(=`i-toAA=9VR$7@e=JC|gkb`G@X{?KGh!KdckrLle zLS%nY+yf{exS#+}O^) z{|Bo9YNI*lPMOb*nVHI>o%KAX>jq+=`a6Yh6n<9zJNZ_aZXY*IF&y&8J{e@|i}(AdwO=w^Pm5nEvKOZP={3P?3a=j2zZ_cGtv zlG^aGeC2^l{UTr3A^GkxM*%Qi;Lv{JwrcI5Kn>8>BuarRcPSz!BmPKl;%8#4(Wp+^ z2fD1;@H5Tt=61GQ9_=61{Qf$)=N}&=ON)N&5moehjiCy9ep2|yIP!)ki(_uOgfzl- zD5`4w#e|VIs#r~Qm})z)@&hyU!Me+IELO-;)7j)x%|w7>#oO}rp#~kX@Cu)DJ&}ygI)#qsPQ$f-KSvs(jPqxJ zTv3@7-o`p5TtkWxJ-lTc`6u*^lXwB?V?q;M?RoBzuR{ZMTz9bi7E>t;L zTE=mz7SU`K9{*fgV=~u)>y05QdHrj=shw@+t3Q1iKH5TjzGm_WFPPLVZ>y`yVs1me zg4C4l&a@(wW zw)|IqYHjtxS)rUQV`OapXOenN#Jni0`B3$*39$>&F7mcacIZXurC+=I(deJol{cijb5-J;OKQjGZza8Z zd@Q?d434sFvCGrj`W2`1{=Va!9(3SR+mmczOTj`pjXE!HwYvcKA&uSVv(eS4d1z^b zO}@I!mGWW>RX}e-!=xc!CqfuxlKcJjQ7G@4d#2*T4Ydxkz^#ayd;i9gevJDs-;YsF z?=R9#E4RtxO^uzZijI1c;rH8Cpuf1hf5Mc`V*`u0wpz<_ZZL}J$E#{OUy`3_u{Rl* zpa95al9;rRd1PhPrgv{dINI=Og>75hL-(-!rvZukUPAhvD9ONB#mtkty)V7M-?S8T z<9nSr^wQjnQ$ARE?;B={a%!)As})^Z6I7K+iOydWm3EJ{5&TC+{HvFPiV)9({8dqz z7l`s5FrUA>S_F?e=%atro54w#%o`7D$9#)Cw}Pim%VO_3U#4%%9phYzdTi3X>iYJ? zyQltT--viK7;)Ljtv_6MqA}WV=(nzr2Fsc{c-dmr*7H%o_fZ`$u*BaU>FL{vxIQ#}Dz_mVZJhRbj)EJz6LgCD5>!me+}}43obu zbHBpYv)IYnFv$|d=gsm}qr*~W%s^5mpF`AaO85txeEt|oJmZ(ur2SCrs;ER<^^?+` z&ky<1N?p3=l+?n6KE372*Kq--An>5*S&p|6YRb);b^-XS4<}pHr(3XT z@H;mZtpDlh6X&4WfUq0kf&qqakfj!f9GQ>Pbdfn7S;Oy9abB)`5nN;dKa?U_aM5m`T*%|*)GjiE$Qf+Ti z|F+JfXXP)R9el1$Ms}iZh2Pez&y*?aW=9G-V?|+8;5yykFPX?ETXJ zdg4}BZym-cHsZf(ZQN9K&asZut2)QB;fTYQA6cJQ7P34Zc5~IHZ0guM#U>+OXSNZ|CG+64&a(!bUxFvvN^XuH$}3Ox?iO1^XX3u}d%C zWN#2_o+;=RX$dgiT{sZN?L?T=a6~iq$c?XZx1?p)d{aMP^W;et`$uEdTX=Dz#c*Rn zE2B;2l0Qq6{>S16=e1va1+TY0I~m;1yN7{E%vm_U?tWNm+UVBl<{a1ZrS@T0#xqH_ z+rquwt2ZA0tm<8o>XMgD~oXgf}gisu;2{DwC=agDK!2Wunx4{=EkjXWuiYxm~ zaK-^r9X|#HC$lPvDg`~t#2aeS!p(w=Z_+Tje|C%c!5xnvZ~swf@2%~ElZq`ekvpwd ztw#^ltx4M-f>1YuYVn6GX1T!Zlox@0%-O$QK!_K`G0Fm9J~~@)6W5vfby^4@B-{rh zNPI-;EOg!n^+W^5bcF}FxR=K^oX)A8FD z?P`J8-j6?LiBtcsldqfzLL>mnpXsmYVJ@U-$Nx8vO6m9cy8x>~te*?~+!7*tkf)4M zNw|xw{{Z+at{&LQPB_O;enB(nF8n57PGAih1FTWO+!@ZrHL zWXIK{!yMMrf9M*Nu$G?&W3rfQFk^@Yew^PAc@KZdG?9n;kjNbL%Y1MW#11WGaM1N( zs5|&jX7Hc?XOY?kYJCf&R>Hoc!bksWz$mTM;5|PI`;v)S6xt~hYQUp0vx?7L(RY3b znD;Gw0L~zzsaM^(w_LBZo~L8Cv{vg0y%+#KCE!{sb8sRnIT%4WQ_kh2`o&NssMpD% z)R1ffPLh!bd(~4i`)N5ZyZ(7r49pGa7lxK&Ho-*h%BA{C;4ky?3i!4sc_b58c~4!| zSP-hCHM4ZKC-A*(3%F?lct5kYD71JsN7 zb3n3auZ=x2p74rnGiG=EZwJ@5+Fc<2ZG2!mvqMD=G+y?)`Sr6gaeM^hWnh{?pWy1n zRSAqL?xT!ZFIq3psDR89uRas`z~A&mQP7!C2+49 z@%UcM^eyHmd6t0MSpzP#4Fp}Mg=e3V!tlTe*vgi>Sg(=Cve9NXl!XyW#^g;w=a}%{ zj;kghx%?+nX za@BFp-z=M!zrh5NlRL+H`W40IRh%LaQs(m!bO&JR{wfc3<;!(O^~=8Dc;9ZN1ccgk zLaUnJpue62G$ESELP@699>!p+U>E2B>WyPzj~3CjicHz0g9|FpoaPx_-v{VjxET!V%)a?_$x?-w3+p)<#Gou!3lW)iB9$D&}z%kc3K4Pfn*uyO;jDb6iV}-G< z)I4m3fqtTfLdY+uNv9Dl7ya5@2mD`QzwQ|vL3>^h#J4n@+Md$}NEcYm@oGCrf>dHm zROc;7qss-D;RwZ|jf;Fi3B#qr+#^+TsV$Ln+=jv&T&ap>!dwt1-poXcQ-uisz_{FI zu2NFznj_44U~I&)MUY5ua)bEswQa8Ko2OrPqcYmh_5*37vI0O%s~L&D7jzq|rikBg z{>de&tvZ5t?PD5eqg`+%s`crPKwmLp$yHgr1}m?~zwz6}?8_%j+$*hKz|;`VnJdfzIn$2UZwglYT@`F9==Jh#qfAV z&dgS90~4R)Hn?ta`F{hXTI|}7Radw3(Du}O`@Q%)ZVT-gfyYQ$M`a3vuy@QhTmwR_Yn^)u6NMvu^<&36CHqHB4rT zUrqxj*s0-}PsK5N8ftiU+VmK^hblvHOajV3NTdBdc=-TgHU{crb$bd}zo^Va&(S59 zu&;s%w+JB#6Ky|n4Q#=e!0#?VvFC|8YHD~+I>1YleLu(7-T<_tuAKF#9C~ZEqxa4@ z+iVBCI6H^c<5Fv)2$ov_tD+RjXxAqzei1BJ<$tU2%&amH%d~z;eg(YFrt}nqQ9+MY z#M+HnwcozCqjC_!+!l9ze++<9MYH>UfJ8Cjw{n>17wH@x9l?ZpgdD%gR$)baeDk0j0kmEbXgk>gPpj|Rqe~5+hclZ+DVw2+rFMtUb$=8(6 zL&jY$@|~3&uQkRLF*jMLh{l1v*kDh~wB?A>zYa{B>BZ5%>g`nt1!59KVr!(=`d z3i}Dv!3h8|(2vi~Vw7GV-9C*C@IP%_L<5clYM6lMxsDW`FQ$4u#pT(nZBb^%*|);P z(h@>O$5^qq*Z)gpuJ?Q5?pXMvP}u|3@^(&-XJ*&h&W#2?r|=c?QJL|dc-y%!adH=s zl40>`=@y+Q%E03Vs#=G?nI;PA;V{~}Wz zfO*h<08V=mP0uQ5K2Y%qfyS4)Z z&Id=dJjHRl^HI-(6H8(TvF7n2J}te92lo$DT`^ptfW32g6$t)(_J>qVJumXSc>7oX z3-LeHLTMkUEDY`2cZWF^?4jGD+Dv`h7$gG;A902xjTk zjozYgT$@x+8N9N&-F1v(M;mNUAh7<={XM`TeurGSz0ZdWquNTg10w7z@?~0!(YIF5 zI+}Q2+Q^s&hPcUp@pEvKY_e<_f7i83D*_%^3QbWQRWRb@?f+l_dZu1t5lJzRYvD4+a#8e!>(TXK(&0*Ta#ad z4qcp`3)SBXnIhmXeZ@ex@1)&nZivUrwz*`9{jVX^<)2Fbe;QQ#hNJ(F32ID#M4VRH zy{s%vzoGl-j8`6k8P>!bhrZ??7ZR*3t*xDe)aAHM6+-;ZK#yL!4%=5Ko>&mv95=dq z(Hw2FlhRg5VL(IXPCC)}MR1(KNbe8I?9P!`|7;gz4J39C%uSQ5YX$Uo5-g|*<0Tf) zJ5}^%v3o%k$f#mp;9TM2 z0*33X$)xS6xgvsA*(>a-pnH@)~$&FEilB}Ng1zG|L^vw+IVTEvoCtuh!ix+m18 zsvej=KqYi)o|gR)S&pVDCI#nBh6(zbmn{U2I#xpgvOjFA&VcaY894Aqzgf_mox%On z83L6Sqas_6g~26`o2C%y@u`=yD{cOp(+mw4U-q{1r6ohPiAQx3X?tZEyu_Zd2+h;1 zGYD~1+uW|om2Ichawkkv-*cP!%<1$zuJz? zwyVN*(Y-s0lceT*1DB6FTJoNt$;e9UzSMYR1@&}CFkq=@ThaIQvn-@^1%^8YnW3H^ zZ>N{gm5!lld&80RONtpdtfs@z7Z~Iq^&1I?c0LM$Uz`#WIXUh-rUuF{-gWe+WU_%o*Fgt(i2FepD=~Gmv;cM&R^?f z-G%%(Dmj+io%WwRqje`6n~%)z;B{-;&<2nkm!5oMafS}$XPvHaAkJs-G*BV`#3pj- z4CNtW2QuK5`Y@Pgbgeh=AUjx~_klA|vE1-obJCjl`ak65-%UaR-FJHv41NRUw_5)g z17x+3hxAQ0^SS+jv|i|f_!{;+-Js1~fB)}+aa;Wp2KdBFn1avV6;n{z?XXfqp3UEE zqGyO?%M%TdGpA>klj!(H)yY|J{o_f&8dJE(L7`T>$C ze7V(YZ|}W6RWzyffC_0NzmD6q$`)BB;q~`jVQ+nRkABsmna^-1V-MLNeK^$nYcGr; z&{()+aL6WwA2L-?vA;*TLbwUb6`mIv^}9X@%tcTdOr-- zk19zS@eauUlYaCq1ziSNKB!oL?~y}k%AP*Q8%ecFamn6yb_k9(>#GI*sETsxxC8@c zQ`5=#Y<|{E&wnh<*UVR98a^pIcOvz2ycXSZY@RK;J=H(Iu#=x1EbS3q?n@Jkq}zT^ zT8QgevG)(cPi`vqLfyT1WRa9YW9SICn zkDNiu?H8X{a8Y7k*xHbtRbZS~`~y2`F^GJefm=Tzy22Dmi^$zmMc~QAkYEk<9!T6& zMxwfn5{L|>_GHV`S}9~8@4qL%HBW(sdw0qvy?CVMF=y%GN$`fv>t*%0%;P=%1;+gL zL(=%kqq8k47LrZ+fV4WDbh~2<{?|Xc6X3qxDc=d*Gb=uv-t=zX?3`Cbd!WCzN*X;r zi5XEwb*u4F$+EP!lv(qH=A-otFN(7`Wpdw`K5A~rnAwU{gteT_m5sVc4tKK)#wU+j zSM9oF`gS0j6_xL{))AMFd$X)w+QZiWc2;WYD<%l-x_A-F)BhlBe-;Fe^T0C*xs$tq zW^6rc8QL1B_CRt0uQ-BDJ|Hrv3MGfI}q4N1wTy7E1Z4Of(5&Zv;I z=8q7^sr6^hsXbbmbpzX!L0WyIZD>#AjEZqXWrbrsAF+$p$qT%WJos_yQ=wW*H+zBygM@&gIbBwi~t(iIXrHgj2r* zP4a28HnU59sBKS#={@lmEyn(PZ)ZoQ3GgN7ZmuMKxwgCIccCpSyUe%vk3J_Ii=6m+ z(GzCQGBcK^N&Z&B$6`}HNAsBO!&Vcsf0X<4B_M9(&kX?ONXE-xq5&3wzXYs+*hLyC zR=6LTlcxE1M`!Tnd(_k3;FM;$FuKR~l!~@%B79@WySzHp#5d4(#z2&>St9|7^^xjP zZVqZlnssD8**W}PcbwTg9Tec4p~VQAeH#z6+Bmj#REFVZnj;aVColufLnHndq;j9l zz|25L+u-#>BRlljdxU}3myy_Astl-ZSkfqN3AMG^NZmm7&M4tyaEcHn`Fl`iWP8GN ztE{5sc0ZddktRJ$+YCFTNWg1*Vy{0ji$sHiDV%(8e(LJB(C9XGd-z?#yA#r%V=D{@ z+W?_s&!-|V)PMFa!)}sLG0e);S1k!C==KO-C~%i>$35jpebATaItN+ps5a0q%@@yXdwWEOcbzg}MXuip)ybBg|3bmozC_l9a$&SYVzFO0CE(bi%; z!8`(KBYloHbWaig*7mF-k*jRm2i;pzf`H^xc112j!ZB#(S(#DLwn78CN`qE z20fPdQv#^vMz}}s08~)y(MTFy*cN?b^dNxnn-eg;#*7%&&+?Q#KD!T^<3d^RvQVD_ zvE6>BkEE^#PLL`xZ1;}aDH6WV!68A^h=JkR;F|2Dh2~>Uz$3(2Mft(W4vUmD-~0W* znHQ5w!9?~huDMCoY{q)E!hV8l(*t*x>}EueW}VT`lfBl=^A40oYN>o=om}f>rPzvp zxC*@{Pd&VYrX0-W+AK3em9F+C8$5Ao(p%Vl?<%_Z_{iTjctfm$?lw}f6!ceBm>mKg zluZrU_49dN!82mGwYPs@5_Yiu**(Q#SGZR`kUmO5U400(dF=0k)oe4}V(_TN%XO8*L9FxR!=EZV0VEBt1#N zXmZd(fFX)mJ1bX|fy{FDP}rME97-x%@e0CdJ*PbpSB*S7VR&b+CEUQga4Z(84DE8_6JF#lZnb4uU4O|Kb#v z2eWC2qRgj+HEZQiT6=+<0kFs$2Hps8CW%l>Vl{NyWW+k) zZvq<+I0!~a;S+!w{w<#6sFI$&^Iq{Bf2ExTM8@n(0~7g(+FYZ-`+2bxcGXWGd5M-Z zhD+nQzL@ zAYU^+@9F^A0Y%x-RfsX>U0DG&cQjdO1zDQ;3HcNv1G#?k*xZdTKmfx8?Q%^^&Edzt zfLAK+M&>UOb`4I{Ck@0ZuB;^R*NSO^sSUFKxxiUd*z(XxhH8>25Dhl-0)wo~V=0BrZU@gs^dO zB7gav`Grons5hvI0Wq+BA`eYf+m5pFfcBl&&WI60&w>8}$S`iuHb~Ayo<0C^?Cqv* z-`2~kZN`uU*m%Mea|h@vC@SHbZ)ais|Kz8a%x~ao7*#KbOWu+4ah^zY%Q+xLrchD3 zPPC^!psn6FsKW_1GZ71o@kPvx)pV)sS9ONT58rvi_W9t`v+mGSPh9kOie7Nl3~U&D zQ=<_bT}1g2q;)4dvO;rK*g4rgj-nsj(i1!i&Wf7HErLFZ{;)1Z`DB!8FO+{9FDlE9 z0zIZ$qo&onmbi8})eY40^qt|o6SuS#Zu^?oL#I*bL&GmCnHOA=5ADnLWs-fg933so zi#NhHjqmL={jOb9zwexExcD~fRj*UUpY%`Na>+i(wTF@J_jWK{j*ji02hx9)aCi>ydn~9!myt98lQ}MOX z?LfEz`6;5Y z7G1NUrnK^1EbWWJ_ODFFm_>h@y7%JGv>MZQ1>Bb_ZYOdRfBv zxmH^Aw*m=!t}A)4zpUrsckKtFLtfvbA;wlG;9H*j3d2Vs&xg9hK6T3N`xPUEG$5sxHO5s{)-@c0SB zw5sDPPnvM4w4SgjHm2K3X+AVl#6&-_w9NfqlSkiPH4nW2`Fw!d#0}r^cHTOe%MpA# zJW*qhx^yGON67z|)oj{rkdEk40YX>37h#|cLZD+`Ed6+vz{-2PbOrf0PQ%N@?W!rl zcJaeuZUhhPF=xmm<3V-P{Xyjal?b^qD)ZNu-6vCQ%-(ENwrDgBXg7t?sA=dZ^s z#!{T_BI29IRTMrV3~f;Epk!O7DC1k<9HK9@{@A~%oEz&r z6g+sM-|JS`&yxBe|69=AUO(Qg5t;6{m9VJK0%ceJu>#wAWy$tiCfG{u=oL85Kj;+_ ztaZ9~Z&*0%x6vz)-;PyYsf?Ft*%sk`&KKGxSI-Ggl)`)O^J{!W(0lVn!m&?>yne(D z%>58gj;dC_cWbO9&DH94=7)!g{ML%5(bJW6L;P!OcFKK!*bxcVNh9CaBr-0(6V6N# znlm(2yagKkG}&PNSmTV?ml$Vbxh{>!h6z(Sps|(iTGE0tE1MpcPBVsf?V@#6 zn6AFp)$9l#J+U|WtFgMGW`)1gBE9-@t-oa6s0=@Mo5m;D!v%QRm)PKs{PQ5J}A6B_vDULo}7l}n&`C>cZ=6*!X@t| zWJbS!V6m8bQG6oI?jK%RX>m{*c|PQB2W66rH03Vw z8dZNZ=_DDdbw598B))dnCQAPCtLj+6gV?tT3nrT;j{6nghC#=TO;55dv?NZft)?CX zUg5NR#B1gGWEVM;?H*vd`on^`I#67o&IbR&yVZV+PcA1v-lKIO zBz*S?>u{T>xrlT@*wTJeC2TymN4Q!@({5?b>Fn2c2K%q8=ND}pbUVMEuqx&Jj?oEp z#=|mD!<%PZxz$)ii`tITQIA@0O^eU?%D1&}k3nQ|Zs)Sf6n!z{ zX+g8zz8c3PR~0xT?r4TuRnvYpx}RlrU8XtnhpE!g0e8lFj-Mh-Z{knVkq?$z?L_eT z3$Cy{#%0%>z)dPA?hX=?jW+o7SP^ZS$;>Z!am%VnCdv)>ykXMJO`iIw)k?6UVpo52 zN8IEMtzNYxpKAe z0m8>64PAL1N(~%wa4}P=|5M!7t&a=xqh(&sS^l527Ug7A5&v(nOtVD?N5`kDFG2V; zJB-|b=%mPIci%4Imz6B^S7RLG?{mZ39*;RZ#7oPld^2_2Lpe-!fui1duZ&`0;&CYSz)fu)uPVQ8sdLcf+O z)=E`q{`ubsto*M^`l$E+j|8kx^mVsTNwu>Tx3ZR6Plw3j!>cd9H0kmL?k~RY3PS$< ztiL~6W~4s=ee=&EsEW>I_xsO44DV3PSB}L-czLCp+Qpy!tm(N!wR1E%Rk^Hw$D2;FaHeP0?Pk^%u8~EPQELHu)MiyRSFQYd5C{nzAn@Y<+#u z-+kqc_wlDqjWhqZvNd7T#)P}G@KO84BP-tolzl6Kvq#og znjnK5DXWXU(M8qR0}<#Qz#=tazp2~_Uxso>lNl0g+;1wmsQd>1*E=MZ6#?-rr$2iR z@ZF`yZDmaQqk_@2I4LBr)ta9il34c6e%FS9*-}*2}1+90qqn>_=cSB#+YjAubMkZ~ZdkXp0Hn zoCUuNflX7n-g$gZ%!<4V@8%jNzPA2_f z1fsIS6q8E^pXNXAdfnOa=q3-e6$D{Zh7}sYw&7l!<$OiZZcN1 zg%s4k%S(Uy&DD=b#(ru$%Bb&6P)bi#i6EGN7z9MK8LkY5_hGbcC}o5AmI!sdd`=|N zxAs1PE-58V$y>dCK_J-u4sZ~hr1PW%#|Y1W8pu17`65xG#$>o$N;sS2kywu&+P?Jg zcPvtLN%PDG|W%mObkdf6!+*0JjO{&3m_8RpSk%1v&06CE9lDK`Rl!nHWC}+zPoZp#+k5#O(@{4t3LAeG7y2 zW-H=DA=8g9{nv;9c$I@nK_HQIcbM#$6T?b1hfF+#0l6%#4p+ob4U_pM?y|z=R^C7p zb|3ZA^~)g1+qb)BOb(u1hKmPyQlO``pv3UM&RoqS@kiE@} zn{x~CssK^@IndyGwL*`?;6zz}O_>}Y0N^x3B7sxY4{%Lbu4d;<_927o*3?+)3&k1G z0cS4&L*Z@aTZ{e#Oqq5YCl7#iBPd-7y76Mza+d1Q@xEa%ai-Xa>=Y8*Y>a<#Vr)Ui zG51A^m=+hJ@C$p+yRO9`LILb=%3+O|&M?}s@UN8A6c_TtLFA_?CzcD+YZ5SN=PY3O z=3RFXwg7l9Yuckchn|j{Kq7s#c1h$LX!1VWHl#~g25#H1CALF~Er>dq<@2W-l#d5O zwI-*Aov7fRs?2`eXifytwE57CLUl+a`U9?yuQIb=eCc3)9`7p|hAja6#>*Wb+)cu( zs;RKVp#NsVW(?>^cJHptpy$FM3(=u*nKFLu_yIgH+rL^6pg`Cv26wVy!|Fk3ugo#0 zFDrAV?2ul_OFw%oduv6GKYq3eKZbsD zII-tj1%CYD((~Ogxv!^wH`T>TZxHh|p7#R#@NjF_{{3dR*mT&*EI_R*63Oz>@@j3EqyzFWSNwA~KxFaBomNH9ByZ4kRV9uE7w0}so0)`h`IDyiVWmqhS5O)_+z*4mR6MB5qx7FOA=dbtobZ^ z-*<%?q(JCsH4@orEvB%Nb^Z`Sg3}!=>E@m^^*NApE3cE;FeM@5f93$X zK`BAX8ZY9(=pP%jI8{hctYDQvm;B;>d+9t4^B?8eN%PD;>6CCiT7HIU3D%lI2I zB$GQCWQ*B#^o9cc#i&aG4V0L2K+vOUp8IXZLZ}D@9nblRSm7DYtkm8wZj-PHPE@$D z8|n;x?Jnoe?p``<9EKl9vB$picR;Hu!yk~0fTY4gI`2@T6{iC(#%%)l_Y_>0@p6FE zCzw0U-QmLvL%~7Y9=VQL|m;uX>jvdJzPB{41 zgn-Z(CiAS;>jX-HNHH^yeZ35!AyIR`g|JMQ@9O2dx|#4)mx&0PSzvx=1=r9Q@%YZy zzGHU59vys2Ls`i_LkzC!vsa1DU9ruw(N(cjS39n{i9jG)1CL$8C z4)wjyQl11LSi7Do4GFWLa(5?5EcqqR-wl0jjg?vRC^XG#1}P3rIOW8wz6P?~uI&zS zsSX{D;m~*ehRtL5A?VdPD(Clph7la-fZJSvFPZUDBs21q2d)J4nROC04l`1U@J^<5 z?TpN&^Of_rC~`J)dKb;&v5vmw*en zyD8J}HXpQ>KT1h==D!$|hs$;)A+T{xlZ)TZQu!+QiMR%@O%oowjwcK``*rm8v|Rq~(!t)y-m?>n9IGgR1M0x^q@f)tcx z?@EWE1J~ue%m_YfGS*xgc&;N3+N|8yG#@L-SvCW zvL%aI)nuluLd@wY53NHbk*YiQZrC=001H~-?puC|F>pP&^0X9`2ubW4fWOOk`4q_& zyCsEvg&Z9;Cjxli#f4`3=U9ma#@zn9xmZ)2Ctm-{F-_KPzNQ3h`*rJx&a{%R*TGwlsyyG_y zcs>+>JO6OyPIcBucNM@7eb+TjS&I4{HUUe%y;Wp=c|+l&)FFLqbPglCdGg=s=TGj% z!hWtMnTyh{&qshypy4iZDdWoBme6}h3g^;%j#E?BVK=B;Qa2Oox!%?TiRaa%Apb+z zJY3BDV?43v`^Q`4a3$sd5QCgD^d3AYXPF88M0)82rR$>%XF{uZ`g7pkpeb4w9<+9o zMUpiTgHD@&v~+b@??}({m1d7;uz5hsnaR{3=O4~cw1@EOX-jUse&BRivy}0Ckjbd8 zUvM`aHbkaJOVx{*6{9R2Y}8GOUVkmAbPxP%vPbX6{_7t3|KCQ|v+4gABWvW0K0W9 ztLFzkIC1S%MhIJQ$#axuxEYj;#eNVC{r~P_T^O)hweNq^mr&={l5QnfPoL%a)vN8% zb)HL|<(}wh!c{_Wd4Lbs$RxCP>Oo3jYkQeAPB7WQ^(UzJ;`7c;r$V1={JvnIm*fT3 zryupD)s@SeRXaPAlFbAg0u|6kaOc5nTC<<8*p_NI9yf)c!GHO}w9_;eS=o$Y*i9HS zqpIi~U7uZe1CNKWvMHW8ALE#reY(-P>P}aOJ&y=ycT;#~wKVwc|A<&0QRelZ6e={8 z`egD2m3C}ju>~U7FY3u=Y&^ZFdqlBsMHjWaM8Cn?;?Orz#v8iX_*BTacOB@B7M&I+ zD?r(m@Gd1N(Q+#Gjn)(w)#h63UX2Vudnt}rmk!>>FPjCrNMF=+UD{2WJ*7KxX1wT!U-RrA`ETdUWR0nW zDisa#RdHaWtAz|dOg=YZ1SY(Y#?US&m^tk8`piS9wk=3RV` z54vcpeld{POe`+!jc%!gGwA*~f3|^lySo?Sb(T zad9C#)yWwtxE&#pvFBmk!8 zpz^V{7a$r!R8Dg^`Wtd=>00&$Jgc?aef`51J7Qx0q!R=9pn0Kr=+vl z(7);sOwft|4eDV7Fw3E6YqTvkZ06s;(YmC8(Sab6o?|s}dSh7O-*cJU;VNSbX(vt2 z+oepu^S3*{)vpt_Ihtf&XOBQUk-x{SVP>^cXSZ0D=vA{?K!@99gmQcKh-}RmQio1D zePqLJuTSjX@wFeQWglQtHf9D|Mr?p-J;uxc#*3GA`(YNfiyroAe!b7qP9s;_e?r5J zg_f%+CG7u2oe3>ly2~CNu@Xki0G^!(=%DLiGsoqdUS*gBUjmr0Qa0n_Fl+{rI;rFJ zLppH!pmsQBQxpW3DLFIi8!ubcuVd`-sM{%-q>&AX)oa8YrOi2OTq%Fks^J_0#ZS7vmUoLA7(e;sVIyh6=-Zq8 zU!Fc-LWk#K*7}v6ti<-%>Y!O|lY{dXlRT5)vd;!#3n&H78tIfMLH#Nv7c`hC1gzDS z4(1O*qRCj2N2(a>Zck?%&1!AwuvVFo>$qDJ&@EzD80fHiLTT)$lQSZFH3!uN-6MD&UlONixE*f6%BI-IAl`nQx7Qqo z6uvrRCm7110>%u%Wr7hdp7hTJ!`1w1*wOB@6c0(4?4pyt$X1Zog-H5TLhHDf6=0%x zV+LSfdSgG$3a(ioFz=+DBI;sW3BQwKDETW0-$tt^$13y=H8xRndNyDQ%kn<0e;5b| z=ikbZV$*?D!v(Ksrk!@I@~*;;5*Jcf+&68$qjU_A4zAGx93=O&&G-x1i zv%T4v#oo@(rJeTqRkcA$D#`w<--e|g6ysRsd$0wteop#5K zwB(3dLn@8MPEulJi}xE~AHiy<{PG+)nexyIu_mx(@h0uG&cg$^JL+fcb8@{y$ad1= zylrZ*#Jdidr=13+FhtnmJx>^FS6(-otQ)Qx6z7PQE0NJ*epHEQBP9J-tW^3vk4KC``uUioW^zj>!^jL6}=V6~= zL)VSsdgWNc3Iwp$wJ2XKj%DkzbrgAOjguC@k06QCVLsT88J&$8yHZntqBHY}=YC%G zmqc9rUkPzw&%Hnlj?=t0MY!{KCf0`Y_U5H+^;gNoqohHbQMIp-CcI}`mjj{ZgzOqM zzC4klwQwn{yI@^1SDh3WnZaq>)q1HsguP9gc}$>#tiv!Vjq|Rj?iKEjG&jF3PSGna zLJ*UF;MxKmE=$Mq6v*|z;YY0-S8dFg3~fyZF~+d`{fi#03>Y(TV8(t8d!Az>BVjsR zP-n`xNzTXOF_@-_*OP_dogAa*&S2u_BbD`puY{fYVp3@Hg@Rp9%BIl?mh7}2GlDQ- zX|(H1SlsQpIoop~RIS2%=hcK_r!ONj+g+FY$1&$H-1!BQ-vJVJe&YADd%j$7*)Ox! zwqA42etyq?)3#F`znv~$ztQP3S!ZZZuq-a#Q(i1z%R%H5d=G+fG0R$g)~Pq$doLdY z`wJ-#DS$OTg@bw-i)ZPSmN4Hju=4e&S;IWPB+7~o;08b0L@J+w{AA8Y6C7vHnmSIk znrv@?e&2D1Ie>HY#fE8DiDCG26Gu+j zCundcom|m2Gt*`>=$;;uey-?Y@-QHQv7EgRWWrZ?m+A5Y{pH? zE(|(3i{JTz+_&9&ydnsMiJPN?O6&;jnGY`?b*Sqq*C@;Sj?cL5FVTU-tCcM}oRs?- zva4B~Z+bao-SK8u5z9}?x^M$~Xw z-=y+X9ElGta=mGT)Z;iN{oWJ0$)LoSB>j*2tuKjBq?pM5AlgNoj~4T%qZrx^12wtkJ>y)zsCsp zN@l&?+gY{lzD0wgbn$(MZ8cq4?RfkTQj~u66O0n|nn2(+ivZ8f9ZC zy*Ywg(=(9z*KKrQbD;D^Xf;6JbC^zZvU+}V<_7q6)5XDC@9;4CYNGAq>WF0!-4M#z zO91&IWf0qaM7JZ0WX3aHZG-**yXkz}@tG_ZXYGR{e*1bp6+pv2zZ%3U0A+B#b00HS zs6!^vA%{;AT5Op#ab7=5GXT}Np7P1y^HwM5QKy&NnkLmO^W{T2E0Zqgx`?9&dr=(1 zSXlxSoivqEd4=vUgt5BUF5DVx^jms8-EUh-gE^g7rd`DiS!RJZ9o zqGM(v?zTA@hnFd~07FDKeGO`(fxNgG#ML^le>#Y=aU(^2O@<2GNHfh+48d@;T#vT zUm?Uy8#3UEIop1NQ7+!i?XK^HaIz^Ag9h*UcgkYe&7fkx>+}BgEJ!zijdd5}5(aGP zQ z3vPa%nn>=?``#Wt163H8>?4QOrcSX^(TfH`jOViu`Pk4wU*VpaNHiI+{X8E`xW3Iu z1?xz+oy?SLN-M+yTtyANCfCO|6EeSntiqgLz=^@Rbi2#t@{Lu*tw zcP=lOUW z%}1Z?s~tOPel`ssrd=hqwPX4uy4(>DDAN?M(!85ScdK@nsX83QO|$Bn+FTyACeRHU zgjQxSAD-R-VYZR@?q&W<+2MgP#M{^}VjG5CAhA)y6vrI?9q|R9sa%J|rkG9#ihq5G z$r>vyl=7St`!Nw;4}&~vW|PDw_QbSg!>T@iSG-J26Dg*-C1t|Q^$ENsqOv8!h$G^c z)XaqpeF9HQecB4T&A-R$PbN9|5Cb>byyl0qa@{-kZ}86jDJFL++e=mW6R3eVMm%Wv;@! z^Y6)6iJ5FkQQ?SW(V-mhyX(_*@GsDieJ*3b^F7&5NFnXapsv3jaNEr3pa;F0l^X%9 z0bFRuBdTk=McW4*O~`4dg1z#suDv0JQY|=FAfIi@`z}sd!P_zOuC{>{z@C^ck__m7 z%OTfPul6Tacj_DHxo^hL{Up8YwKJYK)hg3Mf4FEqf`(aKiO!dv$i^gGk>HcH-s2my z63LIrz4U#^K+`!;5XNs+6MCrMqqW65wJ*uN<+%THUk&wqaVB2#kE5<1iJ$UAOaUP{ z+Z0EQG#aeCU^j`P!+iz5*!y;-4Q<%3hF1&nsobnIlMv+2_FL7aEph4dK;|Ch9=4|NC-=@{=okVv%jfjexemjMm1!Va7Q7!cC z1q^-5#08DN^v9Y(?nw5~G35js=lgZnU57W{m3oT%dP|E9=~(t;rMBGW@4e*pO1z2R zr$oQR29Gy!-j}r7;M%jn75JN8eMBc|U&?OX_wA-+;#bIQbfU&kbbh!^^yWHMI1pRV zy8C#K1Kq z>xiV3$T~~ON9s6dn&XHuLHIb?C9DoI<*;enkqx*dubig!Jco%JZG)4>C;~qLNOBai z*mp-Hm}- z9j+B!A6oSCu}umK?YQ-Vzw;|suBWdbE9BHDypGu{HM8%<#}ux?6zWO4Xhe>LJ1Nqt zG*({Eq(6lW?TTpo$Yh6adkAWq_Pj9t*SKotw&I=?rDTs&khb3Dnyb=e&sJUC{6F~D zCUpO&hHDS$IO=Mqghplb zd2&V7J;&FkDtaki=+J4GBt6pOOrZTCePC89VJB4?EfGFb@=~Pd zNz6s|58Ca~m9J_!3$98Yy`$U)wju)BCv2RyW%hHQ*^i>0e?57tCc$GWFgRM@;6G~i zE5IZCi=H9LC#PcO5wlU}z6dtj^2X1_WyXXHgT-lk$Hb`5^hn=BMs&0Sj&w%dm(Qo5eQyk5U|ZFAvmZ zlj`Yh(j@tleida(7UWI-`^~-Ub)%R zZ!rBIAUArTf*6`uR_V6mTBRiQ;4tQs%3!ws=*?lGNaW}-qlLIrQUAC~vq^(vy?#-G z(IJn}o4LuSrZvIx&7mzDsV?-4UMI}u7M@kxPv9^Bx`U$L1l{mJ?w&edoZGAXAbu4&^!l=!Qj#wne_XZ+rj8T&cJwx79EbIi4v=d@*- z-jv=-Yq;HE_NLA?kju2fzA_;}O<^bfQ!p&WDq+j)q%d%*+NQ&@y7SN2Z*L>zk`v#d1 zcwsMNr8vt?RClYtru6S&a{J)gG>^#ymQ}}@#n0%PabI;Z>dn3&+U8KTp;p4KoJPHW z!RU>VXLw=d7aN>Y!0^r2;+IL*ZW2{J5aka%VeynDXp}tt~S} z%C8r*d@eH)EK52Drgcijt1VKZ&<~&Mgn855i9!mERalRf+$;too<_D?AAX*7I!u~V zITSP17AuqpzZ)P9q<9Gr~XAMHJi6#%CU<^Q`Z8X&+cFv6*Dt`5Ptf zA0d3QDG)If|FxKKQG#HTd?LhRkuNBEp!RadETXFG*Mj^zTOea~@Dxugfh<_|=57h?uS1h<9x48~?Ag@P}&^lc42(+C_ey4K)Ap3(T4?ob7Cq^Gk(F5$mF-EftAevcEdj#T20->bbQRS zFASCG7Z`TgMde;BZzpR_{i>Uz@rx;^J(68Ehb8- zHG!nGPV=dwR#&U)du!17E_TuE@u6cz^nF_yA*}`F${z`DMaF~6m+3V$h*5WxyrajN zQiTRikfaKrDY2T$@8q_bAp4J;vSv;me+I&`PVdA+5mZ?9sFqsut+%&=yc#S==jV-+x@vs= zZrTyQX@(ggntpnYez8L3t%c>q`CT%+Z(~cP^AKx|*;SK|BW+IbIm@#&1_l?dlb>H( zsi}6nXuN$@QP3si;?TMtR5>$YoYeuA!A*dTF-Eb}*JZ-xDV6peVB^YU2Zh0%3HvOJ zFdew|!(A?Hgm7Pa+e)341aF^cQ*p*r@={}cL(^FBYU8n&8Sv59hwe-hZ&hEvx)geW zUwb+6{d52Q$Ub{}Ua+Ata~K2jm+W&_HGhF;w#Q$-xs8ymQQM5zsi2xrB85U7X61@r zD>lxRN#0n8?c3Zm3lm*zx6v$BV{ zr2xrV-noU=27c8?zg`do($2s#)ne&MRFzR|wm+sHC3(ZigX9K9r=?#TbCu*s4DZR2=iye&^QlP(Qzl9I{J z*_I=35`JVkjZ3>0ndxy#5|FC|>+L5`{_?nTFPfSZ7HKN>@u5RntTgegwbbQtxoG+s zY85rH+rKPXn@zTMEM4lX%PSvhS*@w-t?lltOzUhs7#&t$iE>gR9qS*#tGgmm*I!)S z8et_%>9S%R`d)hGMfpDE12dE2JiI%h+(=kinW?shRAqPd;-Y?h@xu`Bf4?7A-yN;= zuFQW^9-iE|ageRvcvJlOgk!!pZE030Lkt*hJf+&_F6{A%aU(I zXbsF=a(u!)u}-HLdLP%}!ie+q^ zMcRLQHN-$(YhyO|-`l~Qn$U?fIt@@hWafxr|H;=p%8SdI_}n7S=-0DsJ#6w-I{0Au zCj3pVAV)4|^FDf1)o7nqE!m`Obs3}KCS}-F>Tp}utwx(&A8T4acmF5R2OuY4)^v5R zg@JMZu};~aa7A`{);-@(lP~fpG)|J&4Z^7t0(8&gjm}2~`aZ1V9AeZFoF+DpWFKHxWRX8mHEbar+l%}H^Vyb_BN(pH^om69sTkY+eim{?Wq zT7|YghDrZCy4Y?;kZo)$`gn)M{Jr{yK(Eh`hPVkq9^xk17dOLGOHb>t8Hr$0tn8@6 zf{2`=D{oOb?UnD3s?^!!={71?78Prxm<#6{DfM?N0*OV5RlCrygYc;@2R`=^5u(w> znQ-+NtxdDA!oV1C;tl77?`T`xtY%R=5LbD6wgsA+LK>_?E^hGjR;?po3NYv zR>CLso`0ExYx|>}<5I#sG27=zvN06L<1hWo<09_i?9J>XS3?6(^`I#df-iC=e+o8Y}`u5R9=pnl2m!^l#P3tdnu0erxO9FgTmN_WipJ6fOA zbD^(5zfB~BcE9AZHmMzqtsfN!7v|&!+HNR3TW^8;Cg{t8fd>1%W4Xz{u$D2^+uagxcoUcg!UecL6oz^1Y3rRRHK9AR9cChmi zeO^C3OW4X}^0<2*jjIM{YZ29?wZfc2-UD1JJ7!`t8nM#GlyUYMwf_Y6PP*A zEN;5}F8C5+*l5?gh29U(?DErYkSKmm-`I}oiW{}pqEV5Z6=ln(8eJl>BNC3KD3%ai zzkxaxfH#M)#22`_&Zlg_KgRR)w|Jgsx+i9y9*XBO>?0PuGl&1) zQgF2nac{g`YTb&NF5+$pLI^qN@zJ2=wa}n$OFgf^z%R`h6V6!)87-CR_qrdbsPYW6ACM@X z$3c{r3xh3f!h3JRAvJ=gO!O^-;rLgr$H`Wl+w)!}g^Bs*-#HcoI!q)!o(XJa>hUj` ze)Imtqet-$R%7CHzU6kg9xp0D4X*Z`QqGo9O7BzhoT6)2IHvT8Qir|SjD6?@l-%n0 zwXUUk-rJo(FGg!@Hs^yyozZde|8=6Y*Akbzio8129O$Sjh8q-)ZZ6ur^fireG@cTj z6=HqqgL-o2ty|`N@{HN}h%e|(3DMYeLAPWT2S@R-}%=>{o!`fk2zY8WW+E*ZWm zNl<@Hm!F7%Gz-?%w6|-IA~!sP98klj7(lTcbJfE|w!4nOms}LuH#D9%f*&PQ_x#?@ zIK9m$51?)c(exMpnwAaH&+S(hhVoZGo>Kr|Sp)RvyZjK?T+X1fllqm$LN1a_5V1 zvU(cxz{b3TYth&tj*20T)mfRW(Po1*PC#R?apVNwC{Lzs%|IHPz#oQtc6C(x~)4J=O$kH z-(S0j-k`qyc3}GZD+bjdAfEX79MYuM`CkE>;v7l#nJU$pgp-3sG}FGgNrJeyXM?!O z;_oW!EGLbQpIiCvQ*0{q3K^s&xgjF-vS~@R6_5aV>lW?qx2|}cK18FhMuF+)%s0d2 zMY*Uq;=h=Zvf%crsQOTz2(?ja1+~L(%!?~4>vR7W{}pISeP~jv|B?G#_iz=)`1a%W zl&3rSFS^|yl}3+u&$mPOe1bxm*ng%*jQyeSyl;HU9{T+Co{s=Ujht#lluBhuZSAZE zUU6ea_i|^Q=%{^(I-li_UBoNFXUUL?hq|_<4|Pw(pA{_Zao?2uQ+sSa3Nl`(Cht%( zP7EWX2k2z)kG9EDp1}GcG=%XV5eBIfIf=19Kk{WG9=J+5)Fy?B3!bl0<@hQ!`Mo-b zq5jP9M9VasM4r{@=%A1GfnfXdyxSirc*5D6=_G!g>`wOgs2%p0qL1t3LYLo)B&}j( zLT&}(ph7o8Pk+lw_)X?BRsM)Fo6xhEc#tF5H@u~9UUs+oZsF@r?&vzFOu_l0Ju!3E z`s|mRwd0aRs~)vS^J+gqRXfXaEw9^I6#mVS?3bN$JxYpsJ8*w(2quU`yQxJk`z*UL z$!#slu=ISR2%3FDKXqsQ-5SSd#PP~a&r?$9;0W%mod5ZnFws8g505?#4|QI|QH(_6 zXPXnARi6tcZs4z~)@26e+I00P*L3jba~>{lgAZY>3`*o`Nj_b(o}>8}Q`D}B34BPz zGSb0sA1&AtFJ0l0Kr{QRQ?1gMAH!F3?YYJHl9VPZt6N5p+Aq^NP)ep{l}mw+%W^6T zx`U*wjij-Rjp`^;B@8Una>V%{6P#&p+HMuyO`p6Fp3xdTde^@u?)v^C1@rVwM0=5s zx?U42sb*7TG#}(4y;7Lq-jlw={?mnF9$K|mG{fvNHh!qrzg4=Wo3pRxr9mCG~dFG>;G6 zPviK^ZPqL?$cF+C_aP)2C`i6MB)UYa2u&2f748c!hL7`Szvoe~Ey>#dCFg&wM;xh# z4IM|&Yijz+_w#p>xz1j;GUxBrWkBrns8_3~f5=>Yi@xR+z{<38%`GOJpZ=529$j}% z+Z$v}1b4}=*-A~Y+SqPp(3m7qdP#6Kw@$s8&Y<#XI;dm7Zz>Qi3#7mDtw99U77w?2 zW@<^BZe8?R zD6F7bpEY03v3XJBlwuS(kstL?RVrh4oZ4KyVAK0Sf5UZ&mNwikkONTygS(fyu;#R&*`FUoDqN5ySO#I0}RJB9>{gEI} z8Xz5KB=4Whf8Fy&OSDunSh-BB>GB%X-RqZ~>>T~-u+AD@1)HL%>rv39@bWb}xj+w- zdl^`KWYCbuv8QnD{LGBBW$#x6CR2usCaKF3*()}ZCCjq`joG2<=zn2B;vD$R>F#*Q zWrz5Mc~$Po?#9(3(Bi%=*ey+G*$2$889idlQa89OE3SkQ^dQ3^qYZ_g8Mdyhwly9l zgijDzJzEu&NqZ<*_A43Biu*8fhQcQaqB`m?A$nD>ok(LH&shJo*dCAD(cBcjanzDl z6{D1C^(vv3uqfGjC@ZuFR_yjcufKiZsq&sjKQZQ*M($76Bv2~&Tw-+7=?LZWUVd1Uhu2?PdO(3I#6pLu*eB;h-q7K4S)0r}S(EoyHT3c_?GBop znU-a}lbTkyGj6)d!e2GTcRT>*7H@vOxX|w{+;@I^(XCwPmSg>LM)G|c)z!r)^XOaS zG!2?mH*UT2I2;&?dTMS#Ql#C9OO$Z8CCvxak)+2|1{1{1r4%<(QOQnA zM9z-?IWfv}6dif&9JMp_8B66o^}VUdDH#95Acp==tO(Dczz=}6=cK8EELRb^gy53P z$3as#IF@2HgwlOANKv|jetPm~{+HabzPv|E(8361SoEWti=xl<0&Q!5V0+5Fr1brs z>Ra8$=bq~4a-2Wf3v-FRT8ITlV!fAjyZzO_tzXjTj+jdGdwD(e0i4pCu!3{cJTWp$ zC?|K3rJ<+k#*gkvPr`n%%0Jpy(RDgvJ}N@Q|0zniTDABk`!Aq5wvo3FYX7Ry9Gzl& zJM-tY9_w$x45Zkmyhr0y1Fn&#+MD^V4pg4&F9}6^ZG(GC%dTnN!Ou+Rp(%F>3$jJe z0WEkP&H`DjZQcmIB`-j6b;80F|SGuP$$u9&!%Huc@& zj=H7)+4JT@@z?a@kHeZO2~6KRs^@^LC)(%JH+n+4y2H-A5ZOVTd*H$GRwVmy-+tRe zhMXv!ssv%NpM)o2RT1*J#U-XSSmALJ4dkN%{fdkH>jIXQ7!r-+qg(FLOuN$RgfrCS zAE~*|8)4__S07avOdstmEkd$+#>%X<#s?mqwXbGpnYvU$LeWnfKh>uJ204qomt<}G zb}+xRdUfBL6kZ&-pqDB3uM3~KW{p5u%KE0Lg{uq4R%8Dc08&7$zpk_BI!EQ-XPB#a zpTRC;PxNh~_`o@;u)dkb09`TKHH5cN@si&b4!~Fj<3eD93g7C=x46n}s!@Q)MYDWh z4gTj)~)JG=+_gm90wTFthO z?)FTF{%CqjCCh_rBEQr8M(V&Ky}7HWPx&9`=T*M!DEc`efX{Jw`E0l8LVD#qOB^Na zWT>_ixlTJyh@;^L>*$HUZowZtH+T?=6zgxLVqqSgcSX0!)>h?L1J&6Uq9l#@#@>%r z;{9!K{abzvUVLyjc^bW6%hG9v-=Xj2k!^3~l#x80mBl}2UBiA?vEQ{Gw0VAKIw1Xa zuk;cGoo5t~&bwpMd3OXlD}3nKm&^IB+~;R_(86s&19&G#m+0WQ%9N=DYkf}xt)LI3 z_Ew}joj%6)ojQWY-3}JnS4L(M24ol+EE6aDGttrC+gH)m*}lW-0-c)?th}o-)6u=v z;%H|amQdFgd+1-+uQUDaBIjGyUiQyKmTY3U0>9Coj|fZH3>p{bnkY7*`*3}2o&8ZDYMUCpXsr>v%T4_=eBfbANrcQ zkGy<#b60<7-|U^KX!VZ!g`oO8Q`YBPc_%LQlI5_P%IeB0j~AtyT>Xjp1-je5&?CiI zCq;LZQ^93W=5W~6)7IM7=_Q47C(UL{vn}bK9nnRRObc@lWGMo^ zO+zDE^~r*ZcAO)&9{m-0FUcC|H@A27W@4CFadaJhZLu6-x~H`Q^~Cb4oh|gNS@#&MX09W> zqhfQ0#_8H3oCh95j$yGB$sw^cUM!Vt@sWE_o@2r*l$V@Ulb@VV^KTRT_4lLE2wBys zw_AJ*r{MbQ1O15Qe{~zHnBmSmn`*}NLVvfowx`f`2>CN=@ zcQB)pPqyE@~rNGF#I9?S0u(^C&O%fm_(K(KPi+hwFJ+Ghh-) zQ;$^YWiDRJ`1Mtfit6c-`IH_b+9iZXg)cqd%HLamZQ_2Nxc9s!2v3ZyFKs;i9$YH2 zZYatHp3#IS84U(;s%y?{%YR2WrWHJol>A*4yuW2F8G@d^n5@hPrnFJ$IaPh6t)3?v zN%=HAM=SHexK3qPz8T8i8=~`{MbFj}4ce{kr_8Ba2P?QVdyUBo4}3K~_{x<%2aA1k z*z+=x=pRmerIh;=s(mQ^RJu;1d{ZdjzLf7%%Iv2B?=y+k3JWfvyt7z3%;(RhblTZ$ zWo1q$edzM$D)Vs@U0$1@6Q_GEr0XKO9zb*)NcW5BzLM?_qWdZ;XMqP_`;c5Y{yJq& z@#6R!1pXxge=Wlg+8Y_K(@A#vdI;rRuFNT3Gf77p*D`@i%k@x7ub-{6;4pf&LX>#~ z;ao%4BMIkfW!t;X8^h7dJv)nKdNCb3RlZNU-Y3QMXwvgTu_#9=cZ0$4ifO!@y-;HB zQO-VYvDc{9O_%L={K^lKpJ+&P=n{L4a_HjI(H?t_F@@%Aw1>uPE6TRBn{=#KAC9A1yNdWOw;F@5KQx(%$5$ zf1ZBI@5;*&2gQWi(Ns6xXUX^c&=-9#4sXfv8{))}JnNO+E%)Qo$kz@W6!zjAE zS;}7zxpbIS3PRKU{2ku$Lv;?Y7+DF`n_0Bz_W%pCaN1`(iLY zfiVQojXE(+nYH++OS~@bo4vQ&9`HYYmz!6nb7y}5-+TfPe}%To7A~(nSRa~)qFmsO zP=0!d%1=iufAbKP@8F$c-=B^98PVuEhNpi!>|qa=n|_ZKVxLoj;zjIJilg_6 zA&^7Vy@#_DZ$Io9b13#60(S(tY#9oJ5Chw@n#W+H+#jY);;y>-Epfw9`AV9 z4^M*PWx3xhiaix_A6J}syO8Aq&vyw=(g%3EUBZBWIuU!pMlrxQllUHbZ1KRo-`=q@ zg7FNZ;45b^(E}zEj2AE^1n~Jp@P_#a?dN6^RH$fs>-pZZxjrzTV2*$V1%_$@&|O<# zSW2K}wrr5FlEI+_s|XHfu!_Oza2V89Be4j;ex0-HDDnr5j#b&JkocGio`=UV9ymr% zS5rOBqpPK!szH@pLC-K9q;c};L_IZkin6QDJY|Mi*Ajb3bE-1O>*=bctIz}wypxG$ z;GINyINqr&&8aNSzLbAIhIfK8Q->O#u5QODbL5_WS3!7Ykc@P5+eBrc%FU%KrVr;R zv$Jo1WvZK&<0j=khHwIvt*gsftn5?inJ!aL1D+S7%me7zA}VvIa!+4k`mmDHEhgC= zL^_#FSER3|^tF_}hUn7MlGjC~3)7YQSv}G9c_9nvP)}nnRc2~;nKE0cf4}j?qP%*wyWv5*M|;0ZMmA!aU{{9-=XU+={Sn6M-v_E0`PLWblp5o zx$Bgq{dmg9X~(pREMubuCouUz@-1@+0R+zG+?&IpoYke`~!-s^iYjbD&c6$-imSu*J*tjQrt5^D>p zyp-T4+$cijYYGZ2%pu$e9YwV6{#D?WKn(L;b#3 zwvb~wGu-qx$@eqe`SV(~62-(SRN+iaAf$NBR3{{eG?rZqMeaSnb(NFZ+>n2iehl*L$-A*-P)PoycAZyf?gi zrOes*?j`H}mA|jaS4Nzms5)Puf_1)71?zl~3fB1nvG}o<+K15{r1Jw+0d?-T!QU&b z_eOs&kuO$-P(4;><>Id_fXF$%g9=0MroozOl?pc1Y87m%H7eLtYh&?a?*s{>JIGY) zQ~^!Z=fH$ut2PHGc*(n76-4iw{p_?s`Rg-ZJ^0FxZx8ZHfNerbc`H&Ayrduk@h3QH zMOYdjIQ_oS{XVCkwoCo=e>==tK1_)%3T|; z++zmY0P$^F`u->t$A0a@Mr3*VuS^;H9omCOyrg`zDoC?+j30NUnmcxINtgzJ8_yFo zqWy-lN2%Yg4{1gycl%J3o1l?;j$i*V-Nah(1NxYJv+o1&d5*03;d_H*#PvWkCC*}3 zEHsx3$7w;%=}4DUX5sc5%2`l;H{Op??nCrT6<@HPbk1fSsoV>j%awZ}v#kenmg^*y z|5>gRJrWgk)Du&$`Z`&em7B8AAsij#n;Q02@fYpUBIxbAnf(pLqCH&}7G6)a%W4AM zGt}T0ug_F`@!_6bygps|FV-w$<$~5(_H)-)2?{oP7jvX8=BQloCjp$ZM%tKkDpalq zP8x_U?RmB|ozGUyRc6T`mS85RQ>yRhtK16dbV}um+_5s5!gq{JmnFu=LRtfxhorM? z)7=V3Zv}$!Xu1x_GLUpW1GR{*3+cLmt_ONB>@}1m(|8XdX^djXD6D-<%l3@NN?7n6 zqkRm-r|%C6#wY39R2Yo~gaM_OkD zLcYMrgU%?1T*BnIS?Z;M@t-g!rbLxzAU=J+Bp9EpnV&3B%?!k&>1w3wA#^>MuFL3} zvgP4yuvkIY<#b(2*Oe+)KSSLE*X6FF>tS>~B3r)MsCPJB*VueG`dLlawaUHV{7AYU zO4p-2_!^}Hy|zw$a2BOn=aFh?`){Qxw?CyR5q-F@dT@-i55GQIjJgmRC$-9nkL|Lb zC1U^<#q)*m!x>-^yIlCr7qw$`P#J^qDtD3lL^(jbH=V%* zf|&#}7+_I+1p%JVQr;h0@q+mtFiQYv;0xDLHtrWP2rF}u2P_n@*ar?`P{p9e2kIDv z(N*sObpoJ6{&5%WE3rtPf0Si;3oEihX@Se`#3FnL!f+&0jM?h5??PA^>!> zGSCNUwGnJ#fV5{Z(5D=B5FlMAgD^Yp@_1rG1PfmfvJ|&wx;m8E<^3m0ryclocfK&tTWP+rTSfnXk8YrJgQ}OY z%RwGZqaM7&wgWgD{cMFYJKXfR)d->$JH2$Hs~aZG-(-X3!N4b%ipg>dhqF`hE`G&sFA>xtYo=p`S@~;x|tC1C3GT zq~$J_niOi;xjeNc;Eyw#a{r00*(xuZExzfwiS#r}C7l2+by2WzzJmswJ_mgvp z8_!jeui+u@LzbsUrekC<9@z=KKTO|ZS$f#=^ZVp`vHaW&)OWOXilkyC`hgNvsr&s- z`F>nH5qch=r16x+!jpJS;Bi*3@uotS!$mR5YW%v|`|TtDU6hEm>2C;1ay}=|OK}>b zcV>FJ1Vucp7iBiy|M!6Y`?*J2zr32}a#fIu_ANi{Oi;lUX<~3WvI2OPV`T7*;(vZT z2Op)E>*OZ8)7Sf@cXYVJt}QyRSPE~_bh~Smq8Ydxo|OA9$6j`Hq_->2qxN`N*))SL zYrEk~tW&?mtG03(igoJuc{w&eJ^Rq&@a?5D8R_^i!HM<^w$1~9K!^4l$(1A~!RS-q$?K_^On8|#o zXL_mZtH5^&qZdbJ@IC)Yz*ag73I=jdbZ_=;#8@QM+;x z`TXU@_f+Nne7V-I)~D9%FlGGSbdnJ|WLiJ-NiMn*w?E0MjAT@)Y@0cg@M5J2tt@eD zY>fT>K-`aIw2f84HaC}ODOPU#D^X@OOM;@&xOyI^{8uKto%UDeqRWnOhk`E5)dTm~ zUAYJ&{1y7Bp-*!=DYQ=>p>n^vt>w>c3wjuD-)H0gQkC2OgSHXja*Ml~?P_PtHgfzLxd)$gYM55xWp!sIkEuh~tLZgfwkGu@GC>TP?cp4j%7 zXVjCSJAfY3oc0hJAHw28hVCJ~x4c2)JqdWRaJTrZ{$9+N27I9wY>eA&&rzbv(}xP3 zIZvIYZ8u|g#F|W3$MKowK7&J_C|Eq+K3TAM7~%Mb%2pZA&!Z)_dp+FYmR2N87>M+E zp7tsP1F{~^A!+9jL{a|!RDR%0ZqiQc^(kEa8-r^&Buakf5{FBz<>}rsX}0t9!V03v zD{CFO&&g79UwB%LJ+nQ8@>%OGAAkA1m5Xn!!Rriuu8pD#AABD4*$og&d)035-(mR# zE#^H-Q^WAx$9UuA9LRp}3@CrGPx0FHsyCFxMV|2_IWkOp#*QT zqbfaJ1U-B!Ko3&3uC%hV6mCn-q>p~4dAr8$4B5edl1-?{fRbeKSxW!8i0QAT&eknl zcft+HPFL`YCxX=Ate=~R@%8%5Y{u~(YG)x--)r?2&wq zu}xgbelKKcoDzn&w{>PRoh?c@(#`#SeIn@yo%F1(Yy-p74(n*^>&fIuDCg^*ejbub zD0}bhY@zi~`rEsfleT5|1xh)|*m?4c%;r(YucYfjvf~?eXCeFh#@$))lYjE_(*OIc zt_lJz4gHbX@w;=McMyK{MpwfQLxrw0bFXuwSe36o(;>U=k{qi1*Pk6l*I~+R z;?(xIoYLa>W~@s?mqriMj3@a_Bfh-w&l2y)Dl>h6jd$7`9i;3bc)S};Wt34FdibH7 zWUukeBzpP%WV+vn?sYe1KItr>a;B-n)_>(3Ly&O4&)Hs|biWTU(~*>MPzjk7bmYOBs;n5!xA@1 zak|%sxy!eHeK}A}E6ZYuNvt(9exS$dkFDwH+N?~A?y;uq7D>BUBX*kZ($epSvlsis*IXs$VR1oJGwJIl8|-6 zq_K_KW1ZZ6VaD&USJ~a?MtLJpiluZp?26@bVat+kjG|}+;+&uxK#*87mqUAj|n&&7;Xt~Efn zq1;i*dyb+^dA2#2rjM}P!C{q8>koD+Op;}{UBEt(uqQ)cSO~DcxC>7(xs?q9Af*|~ zd*X4Xa({egrgAS_nn?=P_ao?jq%u20W|DNL6aJZ09-qh@r}$!};VfsZm^a`V-I;*)snP4fNTvAZU zWD2=VQl_o6uHWEt!SXvf{XPgfZyl@+Ojh~Z0F{H~;5Y6m@8ZPOd%zHG9ISw+3_`$D z-2%R0PYD?Pggqc%7f&;yms9A!xO9J&(|st>?X|9kuj}D!d$7iauMP29ccTHPnRwyH zX?K1A2RcsWo}R+j+)Nle#F3$%bU49ETQq@qs4+KPBse+gX@gBVPb5F zY+R2CzZw5;u&T;)0Quy)J9 z-#N_^hG2YFp75DyC-b=Gt(oStoA_*tJ880yemfJbZ@G)AU}*Q{MVRSan>Xuvn-2~z za+k4ZDfTLQQyKBk;o9^t$v0!|lKnJ=}h;vott3`o_yO^I#*LZFY4>+c1pE_*b;jT zQQv=Uw>P!78;RP1LE5_r-eL9N5|1hWWk{2i*`>kX>z%A2dqk|UkARHPk7WokvP5_olQtz6m5p!BnK^j_y* zLC=Z>{>d!QSjsbn6!f>5-F}tX$xo!{{y|y5}*vi-_)X7~Q(8{R#I%x-OzJ7LY6sU}+aqnuF+CMQJN3 zZ8b|`;g2vtw+=K7}C|TMEg-h`*BPL z$a6ehPoO*-DbEJVb0W)gGNnD0uBTDjQz-2_SlTlvO%tU#ljQUcDqAmv*i16u`Jn3z zUANG+m9AR}UkjDl#`2y`X*wuPJEiILkZ~uIaW|8(wuN&@#yysdk0RXKKk0hVPi34- z_uJ@xJKgV~viqp)cT(BfuFoSGypwRgTiNwT%V8J2U%~R|H18q27t-}2!heA>$K_p2 z&)%!Dwwcg&z?WC9B3$pI^p{fl_cIw>LbSDc(DosEze33SGQ#%}!uMehom@_7K2Fz9 zP}+|vSAEL%G`WAcg3@0}*Q+Ssrzqd2mD`7EySPT#U#35u-fy&@Wz&C#;r<-qypFD) zC*0REoS#wddi@0p_ZJxMlk8`%I;?TuKsawAoHtVWH#6LyCVIbY;k=u0-c0mb&$7Pr zRts*i-akZmze0F#BfMW_^mSQqyOs9mgv-j8wf)-#eOCLK_>MBm2+(HfHbna~wt6Gh z@rKGC?Q*3T%U$K_m`Pswm3i+9^gNcw<}9xjD_U~C;#C~-UYs%zM(^i2y&O-88&A$M zUvYe3tYxS{@)1ixbIKhVT&`TL6sg=Gdl5@X3%aVlmsn<*?{~R;=^Yyn zk0-rB^p~pO`Y}%V+kYYKzDxz%U+_9jxBn=F{gu1ln_=9ROm|PFIo+3O>h0RnSLJ5c zJzQK{S?BtyY3{1b#0Pc^BJXXL>g29TuDT2YNcK=WV?ebi%NgNGHZ9s&11r zFulpfZIwy=v?i<6O%?WMg7g<5GVQ&YZCf+0g^yn4i$$Iht3ai9EDf|nvzx~)_^9xSnwikT3|lgdqrW^SO zlE>-p_ftaD^dm2xElSP_^T0C#c}d6)p$YxwZyu8!`sGgis72NhqTf*t5A_xssF zDvRQvW(TsHd(`M0A9l;qy-lsHO)crZbkmlebVnuv-*M=i8$hSOS>)0`PX$($K>bAJ zLzgpO1?$oM`L4tT^8EsL{<(tAA9$O0@G+@jGG3?xZDE~EFFtE;M$?+Nwzao3WjfCl z84mEtFnn{mH)AK~^g5m~y`?YH)70CXZnqnYj(O zEhV+}bai%MTd#LTvwr=|+d$pVz1Xb@U^k$de$Y=W!zwkOK84l#usY6SH7lNOi`lOJ zPLHyJc&H2DffqA|hMikH+WdMI+#WXgkY3u`zqz-st*_q-E!|lC-G<#N21s*V7{@_h zedpAbb#`^yc1N5GJWGAJDz}$CAa`?DyWs4RFbW%0utOH#d%sY=7vFoA4*6F@;gAoB zDAf`xtm@CPpylq|*9Qge!|4lU9!&XVDXLh`lj{;!C~xhJu&PsgdUHm`d?|PO^cWalh%5rs*sdd!PsufkU`Jo^4HH{Ou1 zlqWj;m^$2zXHyVU2OR2jE1l`Iik?hge@|!j3x8J3-_~M(>yAv-`D6k|Gkc@eY24D) z-rluMcUwEs-QCu;w<6t>0TK@(S@(B(VLR|}t4#f=Sqo3LI||a!J>6z`_|}T{^o~qV zDnQs?!Z||aWkHYl343)wKK*`;@~&Q^=%}w?cOS&bkpY~5VxE4jJN*jzex3XMzViK1 zA@7e4d4G)See%aa5{`Q1_>T>gM{cj;IOVOGlIH$S_h&eyG*w79+l#vO!PFVMuna<< z!IJKfO~VE^hJz(P$1ArxIl-MiWO&YA3K+z}Mio>;>|w|#k~lF?5{c6#UnjZK%if|K z{(LfwkCTc zM^Df=A@-$X4?6Z`V{dnYW*GSXcG~Oh>~Alz-#gzG8L7;EZtRE0CTQ#t$G&SOhgf^w zfe-uz;0fI4F7aS{FSZL0hQ6`U=<}Sh^238|ve>GM?XG5Paq@@ASFSuZf?*0p?$nEN zXuiGs(Kcv_IL6e9+}s!NH{{;|m>9rPzEe0u#UC~wV$LrG_X=5p9Z()qaG zkMV*1Z4-%JoI|Gl?dinRMh||bDsRPx^jlB)UxgnFXXvH7t?T(ZLvr7Cw!RHxaWuJi4*KSAC_ zOy(uZ?W?$dLL7I1o&SDbk4ttbzrO<4S$k#*bQiGB{*?UfI^bVO*TpgAQ)%N{@;1rm z=b(RaVde7x`R|_r|AF@XFK}O_!uRJ-SN{9+t8IJ_?T*B!@k!MMN250?$w% z&Ju;Mssi$rpqVa>_aOWJm$R5u_!TJeF6E2W2bwzT+?0^vfKm>qHDZ$_WiGM zzciXW9^vT=NY}4`cL`k&rt31gHrjZvN4n)Iw-3%{V^K^@!r~59=KAAKQp?o#2-FBR_l zG3mY!CFb9}u!r0Co4kg&Vop@c?9nEu6VCU*Y-LC+aVMq| zG$sy9oUlt3@-KFLvfAeD2^fT)oQ~6;uTh1Km&9betPqb#!(L6a#jOxLUxKE-_4Boi z|5BCf9nr7QxDO^7>FY4Mg8$)!Z=EeKXKdz}X!3o8r!S;@kEZKU3~wpnP5MAF!C;S9 z)#V;(^Yu~@r_doNcT|AA&Dgtfn%m@zMaN8-Af>%j+p>=K#0GF;YrY% z2Tk8QnB2=$@c5JtfV6IO0K|`t=6c0E^y&8ffzkA8?D2H9NB!kLhN9dukq&D>60}An zpSjaB?ECEasWXWyk+5d3tDc1)|zPEPory-GV!RsKQnu8&nN5qv>JR*Z?iIf zM#jEF+0)ZyZ&I#0{#3B9aMtp)aQ>Cb@f8w}=b9HkJj8qAF~Pf6yj9HJ^Y8SQFc?WN zioqE6o}Vi^R++dKFpj-1V*tG4RqmOglNd~30Q{2~>_ae>0iKl!@ZxnEgCYX{9pL@g z`{@j3#sJ`*!(cAKdpz$FYmK=45y_yB_s`@lyTd@KY$ zNw8MHr$XRr2JoTRF!(e9?mx@m+6eF&g6j#s$N;!;e?5a6ec($BkpIgJZYIF}tpdL4 z179QfI)hsXaE~++r-qRRV#NvpppW=_mxagYXu4!}f0;bL6>X!|qwbgUKCy21bX%j_ z4c+GIc15@I=p*a)U$>hj^xP}oD9SgIN-#dYlSUbniE4=ZX8E ziakE2Jj>nuUlNvnLZCcyD)LGB$OGl#IR-x8Q0VyBdU}KMpaF^c@emq-nPhjgZD)gy z_V8VH9cTov!J$nh%h&C5l2(V zIfCp=GMSCOA7SHh)~Sz)M4!n&rhxRJ+_5S*zQGu$rfELWA?E-}h^DcM&jFY!P^#ja z(l{H(-9v3kz&Uo88%dE545lp27wtW|5VEoJ*=|kWm#cVoP_7DZ2T^r2LAk2?NkgS0 zUDkMp`}kdk9y!Lwfse!Sai|dlBYj{5gE0(BLx7L3$?xnz(3@tXrZimtlZ8Ar03OwV*0j4x_k$o>-2p>Kux zf>LGrNYe@De8N9V&{0mh(9dVnyZx2p%j8jXVf~bxC|2}Ka!x;V_e(;%g!FT|WO~uhX$uHc?B$aag3EhJlA&7F+%1DO9~lUj~hKN;i zK10IemW1**N~+neJ+?5$e3fU@XrFK3@%=FU&QYq3JGn#Le<=cgI^CBgud|5PGgY)0 zZIUuWLCYzvUKcrn(yU-|s`SCPp03(X7AxB$>$0^+*0I}sqKV@#^TCg?WsRepaOg5; z6RjGTj_)vsT}-&95PtnkuaKTbh5am?CV|A)3rH75@GM0f!glot!gkfZ+{mrcU~m>ojir_*QE5p2bhGx!^#FgJ@xBQ+PD)~9K%i8Y*)hP_oIB8fR z7@lDA3Oylbtn#o$LA=m`!0E2*ad0Lmk}|WJ$>(uz=SjYx@1dv3%6n{4`y#CLDpt9> zL-hS{x*tLJT84c5akO&Hh~CD_&F9pVG8@kwQSi(Tz%yPMyNzqF<;rERw-1%QmMNe3 z0)-9r@hLH1<{YPK>nK}lr}JE&B)=blKi)7KI7d?eAJjrAa9d+r03kOd`$09);2u;USWg>tCMbmF6GyW-~X#H+KM(ea)hQA=-a}j(#Layb& zzA4N@?< z!$7Y0;rrvJ2LRIWy?HYS4{`LS=a=-PXVCUA>*@ zvolT2?djg$1-+T}Eem(T>CWfndoj=!Hu>YZLquLV{@^8W>O+zqG5a__OdetY%e4a{$>{yN z2Yr5eDam~wwz}(SABT03JDqLA?0%uZ8@QxVKKDzPJIk5K`H;KYfhYUC`18UmR_D#K z^Ch!KVtY(B=6sIUJ=vI?Bj1aGv79d}jSYEU8t`6`y@km!?3$o@hsGho@gZw@`a-YU zigSz(b)BBiXB>d@k|5h2%5HC=k0?oy|3Jf>U`O@y#gPGe+{M!uT8}7qA;VRq%s@Rt z=M!rW;s$wdtItg2ep=^guKNhOcI^fm zDqZK6YxDayl)G>!$_1YB0*~yrMugabs^o+H#q}K@f_&`yVYjJrk}r-grZvEQ+!qJf zqhrq_hCn|x4)njG5o8`jEK{zIkLp=+D%7;>nGyn(-h@P~DnOBjp@fjHaaO7mN~eU#`c z4|eIc>uActEZt_KAzRa(E$x}6&UB;>el7#UiGflT+>w_74LbI5N2;th+rm23AwiD( zZk+2=p#dH9oNZ7c9rH+gxjZ`HVR&`~bwG1F=)oOFc}@h#oumUj#oltZ`A!^s}`9?zrert1{;J7->EU(!^@ zL(>QoVR2fU^C%6x{%}fDLTN@2PMv0?NHdCXVYpU@dswriaW7D2_!d?+p59HQ-&-kf zgUa1)GhMlN+iaw?la+gi4(OUfX>oF-re~>gpEPy6@;+$_JmI9N8AS6tC|`v#JAmLB zX0f!OWiH{HPuKnF_dJrrLRHXRIkUZ5S*4;4&w8|;a#;D4kk&MZKG8~=5T>oSa!b0o zud7F75aZM#>kDN%-PIXxlUX0}WE#jthYhu3q5v2#CAFNU!LKOoQZ@!@Tc;q0*J?Okz( zw|TkaRB-($bHBe(z8~*;pL|umFIPVGEA3OiCImAc$K3AeWhF2_yvM#W<2Mv8rx(43 z^hsV$Z@bi%>$^D3ena8OLDG#W1?&tlnT%Iv%mia4sAuKMJ;tHw*Y=DRz@5sjFAM4YSbASdHnEjx*k76TjvMLOS;~9q z93L~mSV=+^{FJ#!@tVh&LQWr7j3Gpd-#o?^0^>N3p@sGGy%;LUE3WhC(@&A*#5?Mu zaB-eT|2=0J8Sk%q^vCx|{O8fnFZ6P?yyC)ty?D>AD~P9foMgvx2`7HCeUe!MGhEPT zFPX4ytyJaOmYKn@Z3b<>oLTXUUHoPg`B*Dtf|!D0J9*^U7kR7@MfQa}WjW3=qdi>i z!l5j85X&^S^VoDxFViUZ!S50KhW+JLel3-s^Z~vMt3<$X@m_=6fu?~kl|Ub=lmTBp zQAU7!FU7rOlxa*Pgh?T-6mUGO=b=n(b*QFq!y&* zc#7z1Hy*oG_Ky=)(%O^RQCqKakC>269>d_;WHt<#n!DP&`g=h9mbUhG48FIwb!N7; zwe)SJ2P5=@z8&2ex*wKq@7|jB5u1CnntoG^GPZZLb(-Jl?fAWeJ>Q|94`$y_@&-v! z@#g-%KKtE`^4+kGw!WT>az^5uUPXzC$k&=@$!~c)!&;Xtp22(&{m)4^RyQdTdkhY({j(4;OtGt&5KOZ z3HJMP$)#PL67NI|m{?h+@aI#`C9Iq&LbGo&DQnZ4sqZ~b9+fzmRvr9{-I_?8=aH7m zO(6bC|8ttaYtq{`ITHLf(Sp$ zblyX=y0+ZE+fH*!06rf}%`J~`-V*_*k99fkuW{o{ekZ5->P+{wotv>s{1%ny={bwr zGh6yRo)`6Xb(;ddYNN;=NmPup6+H;M-3ZS~C zKD>hR-swa0T`UbOn_IkB#FI@QvQjzc5N1(3c!OG-%a7wKZs9ZpG^Bxf^?Mm>`MV!m z&QzJMii*F49noj<*)nj^;L)TR9NEh2SNU$+&GE1}F~@v6yPMst-6mP%$&(!&DzujF zslt70TaYGh=ThczcR+0n!sn`)oZ4*cUQ^}fPv(~O_Ra_#+?8V|OvK*xAM$k7^BV)o zqNPrz^^)B2NZJX*Ly+Czhm1n@9OuD4GUC~(8QqfElJ0NsYf5K&>Cu>;%sKsSJ((8v z%wDjXU5$e-PWH*!nH@mXlj%%%IOit&I5IEiw3U9h(RCf(1>kTUe~?diY4FD-45Hhl z2ia{EP*S9}`!4;qC-_Hj$O7 z%TLjBy|DIldOnMOkEh>ykYFa2xsuXPQD(vlpJK;Au>|m<7wImiyz7)X_I`yAzB%GL zmt8f!*#e(_w!gqPk$|ULWWfO*+=sy{Q2Js@MI3+KaNM1_a>E%-EwL!8_#wurm zRz6e{MCZ5wI{j;%65k)Qhj_g3m$~qmp%c7!FOd#C+5B3+a?0c3xy}pE9?XBOm#um6 zC02artDn35|D=JwpRR)BkaN^Zy^kC`*Uk9xqsyJ43ZT@PE+l416YnbmnR5##$m7n6 zhey`z>?n=KGuw^l7D?}%c;$F{W{qd=AoynZ?g8ENLg=19IQcku_K%0h({o{{SO1kM zkKta8;alKrfxE=O$deBPd%dUOU`B}Z`5pJ}$=uKHEQ-gt_G;a&o?6b6~u3 zJik(-@hpyq$M5Sq&R0w--T3a4bRQJ2yj#4zl>E?(J>;hGSH;7Bm%!ul=F;0szQe8w z>cGC;tM~FhTrU3J`(y#>9;#LFT+TLqW+hvReSaJ7v9b(uA%0VMKSJfd>tm#Sk6j;G zn)bx559qN>8Qp-UQOc|iDlr{(r&At#oYVK1tE7Rr+FJ(cV^0pP`+F15@okY(`}s_g zu=9ytdk>4lihS(Gn9H29r!T4-YxZj7J~G8cTBwo;=`Vx z81!Al@hQ;BUSWzM?R_c-fX5zaBn^=XTH zK&0JVMPB6YIMJ!eb@<}))18Y_z1m{u?z|CNHbS#G+9JoqT}pbPB|f2QfvdR)x( zfZ%(!a@)%sWdcuqKi5OXIQGn|-t#UAAYVQcG-g*we&-2(=QCaD`~6jJfVKzuy$5M| zdNXF0pi#9boxueRQ_?kd<{BqMWh`J1?^~QiKW8&jMRPX#ez4AFp)I=G@^Lncl&ew? z*;gS8@sYv7jhtC7ud=A;i1>@4S*iF}e%s2i&g8h4-7_Qq5Tnjr zk?R*^C}JPWEA-^jtM>O-Ac4%;wQD(2oRL;QuA-)){G48;K&-ZwbMHO-?jL?=HHU*YrAUcWwH|QeU_S z-VlAP=*peleGMm_==(CW58g!b-h8T^ZU29)UAL9#UtW@SW2B0ORzu5kR?r=;n-_;v z=A^%^k#*8D|A)ETG%s{)@P+H!ccgp8P5N_Jw@oSApw78rhs*hL`cR!jGtu&L4Y_&KM-ER&l5(DZzr&VoJu*kxrTshW#yc3N_zoBIXnIkh&l(zVi*&0O$s zYrY~;=t}Q?Ju5i_sJ0JyrmSo(CAx_bS(MJxA@9mhiI(6$r_jb1d7Mu>uEmgsWY#F1 zBgg+WXy)v1{%Hp}PhKGkes=x4d7VKntY?E|ir*Doy5%x($SW4is(V*3K;F`0_ls(l}*{8r!Lh`q7P*) zKqsfKZEK+ghB3Nrd&JGe6N|bDENr`%vH_b&+t+`3$V4xM;vdi}20qTqa&E(QRmL0; z(Y9ah;D_vZeRtF*3>`l=Lld_j+;kVigh3gN^YOAXKz<2gf|=d_xT8 z-`S=Im%_l@kUJj19?~pQvN+#J&Wca$e!@9dq~Hsv@Gg#o$MXiaMGP#2m~PgU)99YU zn446DzFLWe(;=O%ocv;&%U`bs2{pPza)_D(4Fflup|%t1YruEa~E-(ujonxG!gChDvS()BU|J*}yrOt9{5fOKBgs z=rN2QuwTo>R;q*`5I-nZ%skRDf8cFUy$%z7+vP+AQp&hpO-7p4VUu5w$B~aIqa|f| z87auv?YMtru^+q9S4R#p7b%N>`dIMO`JMKO=W^ed8l>cL>8V)8#PdR4-r%3+pS7lX z6p$#7j>y_a@Um1PB#{2<*Z2;2<&Jmlzo{<4IxK!7RP z#=yvGw7U*KUlBax(^5&pS$u|7o>ax;1#JCjMBKi%Q-WQlV-`j0wyBgvjlHjD(k+?8 z$sA_$P?u|dFUc^+!+|=fcub|;8Qq0_@+{I^$0x2lMWphycicMiqpGYLlo0w7@@xGe zS5n;}AY+fOOo=%_a=s!rvg8fc*EHM_uA0H(m!k}P_bNvrh5uRy|1HJq{kP=$=fSvL zHw7}+3HiV+iT+tMc0?W-VY1UiU%QX*w)hb}bXC|n{=HN0Vi@4Pv376}=Ow?VfMH6( zWGB<_B9ZI9Uc5uRMrQnYk;O)jHg90)dzX^Ed4p0<7WQk?Y391&AkvAirj8c|3?Ozl z`0DH{-6gW?fG;_qmzfgXT<-NGl3u*j?Ip0$f(277%L0Ae^04skYEDh0-$03V)&!Fp z7!RYhFsGIJ1E(wH+N~1NnxeZyJqB7yhEFUt zSD{6cAS1a}yjj?LfG_z5TgkIRKUeH!v8&7b#Q2gbaA5P#zjYzje`b#+1BSgY35l+X z>SD%}<{xNe3RztkAO8(1TB?IU4(bWl-8CMsedew)4jCxR>RgVo`IX;x2dQI*pTIgOU+|b8Iw^)bgHO}w9 z-?r~%0hZrZ2)?QKaF7d^ZiQKpw_TjlAHT&GZY4|+y#Q}Hzc>5MmK8I z!6SDuP=Wo+`)5}k(d764w2#$Y?BysN$Q9AKIF!%{x#rKFVPl?V8oREXgK_snbGeuN zN*H|u7tc3j<7r>%Vq%dw8@CI^U6_u1s&B@`kcv|QhdrFQll2L{bsQ^*9C~oztzUN0 z=g6q()gQXNV^Fj5UyMq8#O7~BAIHe?K1_PfYVWWf_*w`wtV5{xo>$K9u~Z589uHc_ zx2P|tU3+|4B90dx_YwBy&krgNm7}(_c}0BA?^R}A4wPq>uUTGQNb#pt;#f>OHwe_t zp;ASJ`~_hGSw+MMi9n+D0`}@Oo~0(;Jz`&0I2OR z64h!IhRk=W$|6u;DO=KMN_p)f^9KuG0u=Dy#ozJ~ON<=|BpKf)AHgr2Gj zgD9YxBVaal2j5?{d6K2M(}(X#XaX?q@Z869Hwr$B_LLDjL+)LYga{!X=Dx~x-tz=x zHMKY5YNG;Tox3hxyGi;3mHCEknAm;Z8|H|bAKuwK7?Odr3E}R{{9e4P9fkYQEEc~4 z#SsEm-uE6L9-vbYOOYQ?Rlwzi$aeQpvYXaeSQS`2%}QaOL{0Vc)|GZ+X=8oW5MFNpC%8e_TT_aZ_jm3olTEZb;u6Hv*uy)+W|*#|aUGkwUIM6WWP!xhxhhdlu4_QQ zrlm(d@5DtBGQ&E` z{fdb7kWkxXz_CsC(kO3pgY{FVluJhn%2Z>@kTv&s5GW?Ga*dLE(9rb}vsY{yX&NO*)mUV1T;KuO*aLQ8Zg0`>QW`QN zG8B3ix9|(OO?i2TiHNtB6r{BY2hQ2+o(}OO#st6-I@N#NFQuD-!Lu1rC-Z@>GRVz_ zU+l85?21DiFlNfR6Y_#9KcV3sZ()Co5DvkmRX2_1rVF}WBf0R^BEXEHL5#9x!TQ>lA< z^`*6tK7sL)Ajyb5df^m==|qpAt4+C>0kajyJh=FAKarHZh}ji$4l_1*x>N1e zNTo~DXQ=|?BkbXd8Fdfh#AiaSA57{vXTOjR#cKxu!iV^f-K5CuEk()hskDW&W3+#11L&-Y%yTmM5dPRHOXf>QVE4K8%WB)J77$7;Tv0J}E!ss!#lc zs=ml@#l+Z|1e;P96Mq6)^XGW%ZIoGQ_ooQF{YIh)$slQ%h144E;xQCGoS=U-vpS4J zYWtDqwJsP&VyEA&apnfbbPRY%^#ApzSW&B{!GbnyDPONW>DlZnv^-D~y-jkG^QR12E6`FRD|EJ0A;K+t$K3jwnI1b`Vlmf6P_Y^x%^x zg65ASm(rx&2WaZ|(>PA-AAWWi!?s8MdQws5rIBKfobQMtuM@OY^CN;0}$@@ z6s`>B zd>ka(doB|49o6%`FvSuFL_EIq4)EZtRGSEpUcU%_fW{G7fZakg9fmYx%9 zwXbMGED&MVTd2;Z#pm)fx+}tc3Af}EN3bLFx0`AxdvoHvlU_zNgE4o)4<)(K(uW$1^o0H zF8@AG@6wY?vlZ*!QxpB8PSB+7>R!+11%9Cn8N4PTd-tD8?QxW4b}MZdd7B~4{v!kT z#zD?1!yX`4f9glayY9h&lJV7FVo|d}5Ei{ve+V6xo8Qv8B^0%ddBhka5ulQ|f3Pd7 zuff^gdlRKmef^ScL&AK#<58e;9Cay|lu9=@s*o)3N7`hB$t6sYxGxz`@7J!KbT`5a z_K!KPe7~D_)A~VlP&n@m)cv8_V$$h4L_{Q{OCEOb=m~s8W1A7LUVg+~&^uc_I>z&= zd*kgUP|g8n0rrU9^{s@U8)WU=>fzm{E<3#``x@ERvX1>+v}{XH%YS}NYfFp7Hm@}9 z9bX9;_VsvfPy=S)6BMqK6hqBF9kR2Ob{>Ds9qtIoLDwO;wyg20j2*a zWpZi$Fl8cZWi5Cqs)$>!d0o?W$S+g2kAE!1xtLPf^h0XAo^24M`lk#bJAW1AU3lq|Yo^MHfC&QR_;G1Q%X#RQh=jo-Rav@1!Ziz|^jhd035O zqg-)IGB;r-ltEZ?GwZ?ZJ+Mjjd6-#~Q-jGmQpAwTmba+J-Yl@s6;2+j9mZb^Xc<&?j0VQ{*oj%iN+0e; zo$f{}kqz|zvJD+esN5>vlFisclob&C1XXg}T8vuoKa6e;7-w#TI-DPAo^47Er#Sy* zfb`f~bIwz%DCVlnWvC=%sAeqL$ksKQB|&*6wB4wufEbC%D-lKWshUsWNtPdq(~Fca zznZjYJSBsbQV$u@82~0S_w5HWWfQ3&+SzLmwC#+;j@mFwl{J(=s^!%v|73GOJ;(}U zOzyf_dM{H}_;Bl4vl|lBqqt%q!G~S-RKaYd$ptqJj}Ntyj)0EXeX6w)K=Gz z43GVpQmT_)vwmm`XOyaD>>Xbce^!zFtjIf#UoA<0ilWe9Sd=a&I4ex{`(%FZ=6oPY zL^_0Y^(W+2VG^q{iVC_R*iJgM7sf3+-(d#b;E)<|N|HGS!p*v5acTyPBzCHjck?B@ zsx)r%^n()WJ6=lZubZerzJwb+foH0v^{OTH(|Pr`OVJr}ylE+lOlvxg-I-7rN{Vc$ z4MnHH;i|#|my(11jnZ0AbL@Lab8G{>kx;QvruFf6n|At1fuxemxf^y8H+BJ=XDF4x zt-(GhEbg3>cFRS&+dgUf$|F4egv7euLynos`<&Wa1Z}GWzWe&)mI{*zPZyAHM_<8X z>b|!@F{#aP^t6jQQ8CFVwaJiGry1SQyjV>AV#29Mwaxwr25wG|q<;(6c}0WtBte!u zMdiFfVLQ+7AU$zcCf_0FU%Vd4lU)glyZrX9OqouHz-u|83f>?o0^k$Aky!Of`x~-? zi@+H4GexPY#*^yot%8Ctg5tG}mpgh_N5(@dxZgb++{89HVigu!5f(fB&87$JvG6qK zRsia6`eH52beLXpP1;}KWFzJzQoQrnO@Af-=7DYGNZanH)%JQmp0ux{;1VgDQKOMj zqn@#*RUP}M$5qHFG=k?djVwV*aFkN;ZAt9S(IjG&-lMN)8Q(lzeMDa+dVh)Z09_y=cPBXZiK0?{5_-4)dIvBmk^cTkQo}N;wW?*ze9k{7RL&4< zqZyz|N7470t$SiT@@3npVh=N5xQf5djO7QAz|v5_bzp!kGlA4Ry}K2*rgi!jdFZygv~%o! z(mm)c#cxi#JZ2JAbec=z_xza6FNE2&ciFDaEfi*El}y}q=Kx$xG<_Z0wJY<-Y(DK* z^deGQ>6rVvKP7qh^uk2v7JXs5!>vwJ5eWqspT{I{s{*2+Cr5u2IWsakR)GjH(yYW| zCL=rpa9Y1?o%5by!B?;!_s?wwFX}!LOxkUd-RdH~7J2Ilv12z#ZSy8%e?Fl3>RPzy zDwgyIqW3UMNf2uE17NI%8gYcEK!peLe$Pad`Y&uBB1SJT>fp{(AL_2yP`G zw03CPX&7g!vMHGcG<2UHwm#dTu}(i&Zu9~oCdSv(*}{&+Fm?J~uRq;C3yAm6_y%4^ zj!RnWV||VE$<^@h_72iDB4D0m(gv6zGcu{9hYr(gmYNg?K)ljWQjT}3@5d^F3}p|P zbYXlc#XAYH2O`lrquEJeF(y==`ALo5qDeqY z#GWNRC*swZBz74~ycBn-=$TW8T9mX>HLm{wsxyl}URQ z7ty?ywbm(tvSji1ErMq|m6n!7dKIlY#%*jd5TEYM^B2OJiN8|J3JXhPyxj}Ed}AdCl^L--mt}=00Xp8z>6}f9}SO;$Iz%Bm2wQgNB@8I!kb;-L{ntK|+@(*4ygJ{jWEz zSmA%YX*IGX77w0gVQ4r?Q^P9|94tcg7ZegGS9F8dex?Od~6Ck&lj`z^BYXMGN6w)R)A-Rkk& zaSz3r7ZPiRllGT__-%J%>c=!M5yy{vT*jkFWNI_~cN7B3bWe>wbt4+{&GEB>hL?_k zYp(R-4G~X|uZ(ZCzxwwSb~f}o7%hDOHV!C2XFp1qBQr1Es7!;B@g~SF zK<1ZeDYjd=#Ou)QpVR@R8*_&&HMep`Yx-lme1jibCVtNr@rRr&qxAuE7SjOh&S-#0 zP&Lv#kMt5Qz({2&x!Jo$;&lM(g>R(G&`^aT$}WBldV*mAM3Sm)551_3mR6x8FUM(F zG7N9%<{z1C;KvC_1i{_zGQly;&^MgNbB=XOS>!g_ z2&{_<<{)CkH{;4lt+C)Tm`pDqsv*)g{ycBDCLDy8l4rE` z2%9Rs8#v61eZ`8w!t+cmVW6W15KvZaOAlUnn3^bQDDAib36>DgA(U7pM)%-6WSY&* z8-DlVCGrk0g%{nNx^{#^$Mi27L47w|v3@;4tz@ZIIT0fEZi+EeLQRG}`JF8KHnTY~ zi(g@dpOqlos3~F~3SxT)SLkTjp=MeXcJrE)q z_oFspTMaRkgP#(9QO3{A`@2ZsF5EVJKr}oZC%=Fyf1)^cA8o*-Xl=MSEqt?AZ}^9) zJAW0#4bhqLyuf$PM^uMazZ~9?Z}A44qFp#3z0c`kdKY&f9FUE+sqFV`^!|c0z~?<4 zQm-`HCf>WeOBnp93q>I2r<+gSaodvcWZ(US@!0*0|E*X*biT0%#s>95u(k(2RENFO zeeTspD*}N+-kpn$zw7jg*}g`*K(k5xY&gA*3eU&h%awgF{ORFypn>-`6Pm-d{~7@^ zSKP=-${mNn{^lOhTKrjz=Txys%b;pWK0|PjTUoI1fktWH7*8R6740{^qrzkY)j#6? zZdZcaq@@9>ztdH?Z4I%7=L*zw6>Lg8igv8fpxn>u83f=gYYlM-)G7@#L)rsCo;PB4 z5T^u??24a@wXEk?Z<~I}s+mCMK|O5AY1b>7V8BAsXom|c8Hzd!q*vxKay1jvOxMIc zI_%E*rG*uPh)Em`Fp}}aC=pgtaZLt5#6K8(dq1_>*1=UIAm>&gWILj=dHe0 z&=d}uf=>rFRiR>EmoPO%LH$wH$L-=6-=2T3pTAX2w<3rLcRi=Y?O}`G0F!k;8yZhx zm^m?z=BXNEg$4zsoQp0|IjQS;IaSL}m89fd+lV||3Z>o#l|A9gdIwzzEhZbEm1Bwp z6mhq9Dw=!lu0ylGTWL9(s2aFyD(afljH>TXVR>1PdE|cnd=MT4sSdhh)Dc_s>_!$v zFpqVHDz?aof``t*sF`H}ut2_PET!&@K930Opoa z5mkfGWrx@5H-vz4H2-eA5$8RvVG!JA#UYX)^NlAdxb`_M_QFiEq+{-Yl!$WxW=u*X zF-0wJB}2nE2ODM=v_hOqe@QPYqzszUKf70i&z`EIRf%OVh|Vyi6GNC45=z@dq7iXf zzj=}9&OP>di>pmUHol4jj2##QBH;un9kQIR&0t>3)0&g+JMyn{sH&epe;;Dh4$efU zs2;838ZH^xj-bR;4F^!G9z>|jwrB>`0eq(7`u!9#uV?_eSf30rWJmGBgP1OXW_?!) z>pq=Kz$!ush044R#etS_Twiz! zr`#zy4Ok*qm03{BB~6QDqn?26RU&8P_pp3DY84S?CVY32PKk~d+l`0xZ4Xou_M8{F zz0rlboX~Vam%(dgJx18QtDawRo+F}dp5GA0vQbqdqEE=Iv~tU^=G9)QQ9rJr@jl@$ zL8%Zt;=P^|wrlVujcxrtQd4BFWKh2TEL>AmXY_vjU#?So23S|3xK}>K$Dk=w^Bhv4 z6YwS3?{%IZ$(cD}WUu%)6cz%`V$3?8JE2J=)d2>qPQPVTlzIf?az;r`?tvnhKf4AQ zi1P2isv9%+f0Lpmj=8XlREyW2;&fG7p0#5490MM-L_v9jJ(HnEC+}H7V$8JJ11NHI zBLMDnIb6tW2RVfvU-&w!~wlB?-+#6P?kCS7x3+`;0(Rg}&@E zM1W{_csS```2+YGJvg=1f`$qnU0I zCEI=8AzWeyMx`f;jB(!1{*)MljIcQC5#mVZANz*;_%$3eiu}8;6KsrTyX{Z6`<PP;7%hB5xY=AncFzlit6HY=)J%y~O-{vgDT%x7me|o#q3Y z(A!!QgEw4h$FHlpOBwqAxM@A{tL#>Z*FKEy*v>exiTXwt#m?m{Hu0F`oV ztg##wg}D@V>OHkXJbU+p$P1+nPw3x1u-Wkc(GKvK?wCKQyYI~GdO(sX7~d1Ctpz9} zZo(aUeKKN#wl5DKpS0BI1a3Hrr57^dFeMa;|2wYZ(TaoJHQkALX(xK(T$8nJbw^a+ z0;(F)BfGY`bIO2B>?UVEz#O)|yEV2;a?v9npol-mpXbxm)%%?1(_JOw(N2UlCo#~7MD#|ujzY6^HwzU)Vg?oAN2&TWOB>K=L zL-4|A-WEjXgtmiRp-Z@zxBKhTctDN}f4~p1J6l{DeOLRTS*_O`QPbPc*U3waEN$$& z&btYn*EO-aTh|=$Mz=t&pCgjd==M9zGIO<-O zQKdcXbiB12Mrv2iPIgl_q^|-U#nEkKc=14j;DUdAN z_$GoyEZ-pEA%zrlzFD8xAwh2)858khl)k69Iqd?CY=MmM$A%x4Tan0Vy0_D9%o3@G zc(28FlU2Of(EBkP$52KdLU5EXhf_z(HH-Z{T#hFC$qkfV#;X)Kt)6hpFH|VN1I%Sz z3BxIUY5+v+6XuE{&We~D*EHBBRBFXO+FtC*rwH`+`Al{&=|1cOSjfQ&$i2%V-Yh6} z<@zwRJ*j8lz_$CCmgY>v1@DZShAe17KOX(NMngt1z`IxN5S3r|j1w?;Y7XaNMR-6K z{l$~QeRFJ)J*MyBUD{wTs%lb93+A57nY7#Om_fA_?fK!Rl8LXordut)27Na03W4Rz zD5>~onxt+mNXXoO1g1DIfpY6?&Uq20LjsBKFd$2KXO@p@o_lFr7)C)ocXmUvz{(Gl z=zH9gnl<3$yp(Cf*2ZSf@xE-YqItSe_$i)r9U}5E}f<7_-2vF z0BytO*W5mneDt_juM1AgL3*T9ZYhuVo&U8#DT}qG6k1}3yr+DJ#@Kuo_AhEX3keVyzWNpk!l6DqSm$x;Ics&t{ z*Y2ElfuZfEkSJEsO6tFJwFrZl46|Q}r}x!08!;Oe z7vGI%Y$tx!zN`xAK&m;`mT$VMG=-#Q?VpNs*~S$_qIa$b0-X^f zM`Ck}9(DSV+++u^4=bs2;DbFfRO~e^z;uJx2E-znD7(X9DW+a`n;6s7f9dnd&>Ck@ z6R&qHWZtn+4iYogTh!6w{DGg+D(h>U>TVO+SObQU@^B4na4Qo!20IhT%2h%`<->0) zchWY=J&!BG6wF%o8$=kQwjx}F(}evwYgR3K6ra8(^?}|Y-aY0$(<7$6yD(tU9sch8 zk$i(6QB(3A(?MK!Qs2#|ukGn*j2|C^m>cn*NR{DG1 ztvvLMmzkXMWm!8Dy{1mF$wC5wlw*GPj8Exosa|5!Mza*{B&HPvT59(xvNp~A6R!?y zv1@?*XMC$>-SQU4#ip>!6mkMINaeAIKbLALvHSk#Jf`ow?Y#HQVpV%KM`uU&#|^c6 zZG^Q+fLa;cy9=MHajYW63I5})v^gmdtM(M>wp}47E45gOaJ+B9mFOQ|=Z~ZtaB1L+ zZ8hI@RXXoO^eHW%PjOx-*{WtJz%dna0j;mKVT*-U)Z+e3^?V*1R2P5c3KQcH`O^M3 zRyEaADHhV!KABqMC}o3(1EmO46;;OLW#RK^PZV)Fw0!ZZUjFa<8*?qxpqLYFF+PH( zzUmf{|EJ|rsphmdl6M|s(+)ULYfAhi^ChnPBgBC$!dXBJU$l57DIptuOKh6zw zSi=hqG0N=GDv{VyWAjm}aF9cMI}Jaea2;;MT%0f3dt80DZ`e;jQ9`OxSEyC=M`N*! z_)DwV;GmRx&N!^a;#`q0d_W?sh6DP@;k?$7EA77&M28^uu_>UHE@ zx_#bsw#XtBgLF!k6yi?A$!bpxvf}majsdPgy@Ah(y|TJ(~MQK|iYd9;i^) ztT`!L=w`y*bHt(3_Iu>W_x?!yCg&q6)1+p}?w_0r8eUjQN|f%|H;tUGmdxw7=5GnH zXD8a4j|)g%u}`(HTUDapi?v0aGb``1Cb30gCRNoPGIM`!ncQtzU-tqBS*iGH9wmu+ zhDVxYq~HZec}w1@8NW-z!3a#lY#K3{1YODBcZtwVoRywT4ecc9M+p2mG5xr}p~I%6 zeimOZF`4n>=2M~7lVC=*S<)lCpd~L4dOPj$Do>10DwgPkxr&-4H5!%iI77|mFMj>> zX+SJ`UzP1GcZk7M%A5`CZKt7l%s8CSn#+_F&cG)V(*E-BrJ*X*{PD+xg3r!~ZVnaP zRq$kj*Tt>5mS@LEX9B2xz0Xb*jZrsB57HJs^jwK0@GeZcPG8L zD`)06J# zw#|f|_Nh`P| zx9oP66oKHWq0yX83<~F@TNf4eUT;VPoEIgYlp|=8-VZ!7ZY||p=EJ|z@A^B>RTDnT zMJB67R#I>~;p%0tj-zkBWfL(=l`HpcZZU*MWVK(W?*8dshp{FBOk6QRnDR*71^Rdo znCtaslvS;;!EB2ErKEF)t*S2Sb@aw?oN6Ij^HMOvx^&5!2xtc$1qzY(6USoriAs>!;_sPmt@5r`sDB;Gv|O@XUSTUFDBz9?!YbPBM=% zh)HcJWV>{6I^6q&RP(F_I7`(4RB9&4zyIW)YatBEf7sd5j&5c3lxI#IqpCK8f<^)w`+qiL8o)R>So-7(jp2E` zb~mJ?j{n=!Z=~i6a@ezYAoJ;v8&=p!w)a5G4L48e+HLjg=VakkpKM_ntJ!3Ry848) zDN!+xAW=p=y8-R) zR#Gjc!T2^i8rC>+46dJsZU^jF-&Ol)mH%b2*LOR0#(oR@^ZdR|6p3>m+>8`T6 zStYdm#D-VuIOVSS>`X~91y{mX$Jdc;&aH$AC>YmVQOYu3?*7aD{ZiPZeKxUCo$J=| zCwm&Vm)@{RBUtu-UYS#Cch#F{*33sLyH;cSIZ96_#=cJq%$(oQ`4%U2;tba3<`+of zZ~k*w#3F}eN&2NJJ-Y#{)b!fBfVPBuRU$^Pjb?eMG>!aeW2kyE7Vnt*#9EI#MA$uj zu=ZmDrkMzn{j#dt9+Tpaxm;q^iW|1!J{a}LsrIRGg~5s7ceSX)^U0h4G*g>=-ZZ=C z9RfBv969;q6{YhFTI#1y_$Oc!#;H6?aYp9ho7eHf&gr@_rd=S?^?6C&Bt^VK;0BO$muQD90-g4Ee>-pSvvlBL?su-z>uvfPk89f{v%MHF3f zQvP$re9ZU6vZnl)CG)E*?@PAG7a_n#k)5Ov{H%HN>?)( zA&L7B0!tHBUl)_qK-TAtuU?a4?`3Lk)r~!>d?S}wprSXSA@eEh?IaeSg6@B@ruw9U zYN}jpOG>M1<^WGJ_YSA4Ix9Ig3$Sk^m1|YBu#Z3Igo^%*SRVI(i>v`yafR2~w=n)* zJ&mc0t(QC~&?ofA$SxEZE?A+oUJWHq-lY!++tEC^5ecSd>0-(_y-T~}filN8)R2;< zxM|SViE~Uy&JTuwZZAgr;W|VbHG(l_>b>{#KN^Svan<>yE2lKED()EzY9p58N-23y zw53dO>qJ$hE4M1b0vIV3twx!T+qpXMQ z?`E*B{cp5^iYU+Dh<~RmDHr$3!+8F82ao>EVBW{ED>09J^w`?nXv?$ma34md4ks~# zFO|%>V?sTqI|=bStx2L|IV) zRsxxl4m~UB1QynIsp|znrsfu>EN>$$#UphRqFqmTp^Ya(P)|49fi3N7*jZCw7cYMC z2)!M<)%-{qcESO#yBJYHoXQKDIS+iO3;|~W; zhH)0?WJcv!ISCYnOja;lVD9gw+pofrW{i0#d$V@Y`oY4ei~RSo7w^w?wjMrVw;|c2 zBL0{ZPQu81IWSMr<0CW?*anqvc&pb;oy>Y@&dix+Mg7ajMpfAfaJ9;M{JZLjj^XIV z7lwvNJfYhNyBAxJ-Ek44nKl_O_wL+msoF@nCpk4iTFIsIUP)Kh&-dgPQjdQV8f6~V zguH*>HS4@}i_c$mi6_dpETNepC^LmnTMJTK&Hx@Z^BA66_^dU6fhAqy^P7uDJ&jGP zf#UOhz(Csno_81}1A`zT&qjYD4;t1bu6gI^I8$_osQlmfss&#g+a{#IlHvakdHf&p zH$pD!Z(V%W;MY_1j6a)sHjXomElp2s_EmS^XBy2NXUykLc?R^v=jSMpGYEemD%<`8 zTo>Z>N2Es#oOHC&#*vR?tsS}#KK51 zEBBilVUw9L_O6bN_Z#X!IKe~*M_gp|!~K5NPzIA{7X*OgBZ5m6%$|ia&ESA!f`%2Z zZ(RUqf@CtVO{$f)K8Z_lLSTQMnlds{EP!YVMWhW4IU4`^$a#Cc^?tFXA-#N1lP zSOET}MLDzWH?ebY<9>U0zpXU1W6v!(**?_0K zuhsrK_ta)lb)JdhPg6N>L$iwqjKbm9qQRU&D+$S>vKf?Ywxdc4=3?t=d#y3WEN2+GcJo z>A8U2b_Sg4Xin`(>_Jm}IV@u(*=%~4j$?N6_boyuo(}&CAKoIU8U#OA4T5*3MsutL zD09xzEz^)G;g8NyrskNa|4y3@k%5Fl;G0wzre=kg_XPdkjz`tcW0+ z>77I4z4-`9?txu}?A$02(W!QG|8@WI$>Q7F4-A zH?%s{TaU6MNmI>EA`Ln#eIrkI&MADlYHi1ls=}4{61YHBQ|Qwzgo07Sx%<#aPJ{x+ z-s_>9sot%@3fro6%d>8{Rvt@;QBpJz>xSs9uP!Y743lO17U%<9G1W43a>d2d#rIV|u3Wli=Q|4>saWT~r6=pckTDKaCK?JI z&SzkD#PKDT4$(*rjMp|K`;;WQ<;KPc3f$pf?J;(xmkSjarLB$%I5Nj)5$Ars#9s&z z_6}q69&l!WU7k%@uHOJ|TPzC(?VjfM$22vj#dv>u-XD-D!j6#0L_vKfK51Ux`%EfL zP&Iot6JUz4{S}@T74L(F^3tBVo%{3b%jiF<&{tDX%g$RdY5C-9aZanon^E$Us7T9f zi~{U1TX3L5Lu|}aO!PJm{95cI_o&9YDaL%&BL$5+-?6)tE%8wVY)b0x!EIoIjLlj_ zZxy3ok;qhFF`Htl4{DoSNf-eBhce=sOSEK6pY!4y`hzyRdPw;a!$u%ATT(1w8_wA~ zd=ImYisa1q`9D`Vm$#^HW{-IWOn{hzbBH0y%hOwi0mR)`+}l zFOm=WJzj$~o!~hcHsmWtZ=iP^)gI$GFlf*JiX3yfypit^3nC`#ElC=OxA*>$N(>CV z>eBBk^2xy+5GZ$?18xIT9-c^N1Fw9fui$<5LP5e*Cr`fh`@h-?m!8XsLw)~Zx}iMB zUm#MAq#4 zzGtj6m>FZ%x954^U*6+*kM}vAU!FhUI8*TRA`p(pWI zwnWPo0klVo!<>}eJu$j&T_#}dZfqQ2^|kL0z``(CQ`$th&3FqsE?>L^5FW5Rpeph_l&bDk~ayC^}^>O{Az z&|c$@-Y>$Ze|;x2xeY)~`c1k)nP!_8y#df9#=qTsNPT2i+g?r*$eRaI$cg=cd@o08 z^?1Fmae2=0jWAnuA89(d<8x1jfKJ|r@dXLM1`_5&Kx?d+j4&(-fEuhNe~FW0)>Qcr z^ywEHBW%O4NkF6|oR-dbI~Rs&*BBh&%C_k;n%?RC2{LTTX179{jZk6GN#*^fD?M78 zRH-Fgi^}S;pr0Oy0wfQN3AhfT@Og=DMyxE{L%sFCa5%u*aEv9p9+Xf^?u-KxQvCTF z0N6pk9`xt!L&0T%{lF0BP3GC25cXXhnRtsGhq+$^H{os2R|CIO6<%9}5Z*L;0sm%l zzze+c-ypx{4{c(L4CVU9FUV%YNX8&!TWl@6NeA*~_7(b5SqtO#PzaS5bDDaL*#Zb! zVYP*VCt>@NcJUZ-e@00mt`G$LKv$T#MgktS#l+in$QcLUg-;d;bcQOP183SSzO}-H>r6gaJR#;g8G2k z@Jy2*nhC#XvI1Gr2e#q36q@_|$ z`aWRYZ@!j(9;>$Ed&>@K*)AY^c&7`uElzp6db!t+92i>|(65TCkh%zdpwa15rBY~8 z;XEkE3K0XIfD%mTW+dL=fNcTRe@nQ#GIJW@dR$G5W6VjO*8x{JlAY82^%sLa4adU*womxB8ef861ZJbUMm{0V zvUSE0w4m8uOo~`Q%HF!pPwXYgs_c#c<(O}`m(>O+{>+ibd4KLBsiu{JdyE)4=4W!E zaf4jPNVC+Y09o=tW5wdaz|~+ah?a%|!*&>dU&FgYOBbE8BRHR9<1%rfzIbiLV}su|Uy8t;)XZ-3Cusq@IH4c$KOw6$BL~koQCgeN zMr_`KZqVU-IuH99$_Gb=UxxKGnA0@6Kzo@lJugKBr>l;Ocm4xfRvuhy2flFDh1u4u zFaGUMbYWc>ALen7b4l&B+9+l$1RoYurF3S+c)%4DPGRvgw%WF`|3g!awZPV*B zG+j~%`?pf49pOFAy9a;MFvvdc8d_y6o|Legr#K+2yVC%GK{zF zf}*-2w$$S}s`Uut!)vC-(LZ1by9I-O@4ZK`sI(y13UuK$G3q>m{zugX9U;S`)5&nCLD5-5wm* z%hL*6Jzj4yEa6c9w77P^V%*U15M=kCE^;Fa5X#i3`%&e-}neVt>_cjF=1k+r7s?AYbAJ*em9>)U*B(W~IzfR!B56aOB&oVP1 zA)HLGtSZJSIq(en$&esjyD0*47cnR>uS3k_LLCQf^RM+#Py3(NG`pux5T{+LJrxgJ zy9C=7-#N1hoIXbLAsxdW$MQBULV7eTZA`2;{&-5;#^$b9$QcNe!>AJbub6MT07vj4 zLG~&3Nq>OGYxG^k3dEvrTIl|&pmzl5t*zQlWeZRv1l?wQ$z-)Sb8Am-&bLfxqeW%& z9F1$Pa!yapt(}p48Me(&eY=}^Vg#~!tZ5nfaZ#9h8g^V$X8Mh~{|U7g za2w_|fFiPQbFC~BK+8iU6CG3v14uctptZ7W-(uZnoqNbZKIkLGZJlWdd8s|1VRr3u zOoF!_TCYBhUe{}TW?6DIOe{p0u5R0yifY*{j*Hz@`76aPH{zB=NScFig%ZI@+SU}7 z!qAKmPvWiLlR$E(4+<>1c5(Zb2_L~tp)}wiFXXObrs&Q|<^yh92jNU0=8x*24($=b zB(S4ddp^@-nM+~=A?Zx;%Uk60enrSc#YK*kPp&BvUwIL&!PnBGzGMbW7HzUgnvNkeLzFf9_DSP@V+iO6qiKjfhNUL&mu!K7Xx|;Po-&QzQDR{ zRKbECdSqhKMCR|!=g=XzrH561kLkFI|%HT#+-?c88Pb@UaZ2Xwv zUbFa+kNm@>mK*W?uHpV^zTIz`@AqdtS~dCV3&m_RpfczjZj*Cmv6h+Ef=wy20EHLd?Z0rZUuV#2Vg-yL83oG9 zW1;Cn%;`{*M{4y^21(8$$)?X+-wW9|YAG*Gh;YidYb{^B=MJ!bq<@k$@^>pT+d{wJSNRNZzlN(>R7zSuAT#y&JgOIi zuk^YOFXRa|K5q>+V1ugcHHLi7K|E!q+-wk6K8fjQMoZT#Hy>KR`oujw-E2@fe5-Ca z6f9u!S=e0w|Acxo$dLebY}M)+r-0vCL?6!NYPj3HJFft4#GrtQTkYXIKbl!!8)m1JAMZFFs-ChS=& zG07cPFV-}_jqa)W)qB4~`1}H~V)2R7#5zuHre8RIcK8Y+di`-iQGdXB2;=O=lEA$! zqbmYCTvg>$5zk1<*_^ia9BNHoPnn~6uCO~_=i{k*kN!*P=I1ja4Pw@M%6!zbfAojO zCOoWqS^lVo|HYBZOkKQhq2Jf7U-0*soh@>FX5SUV9p}w=G2Y8dstIeZ3Gw4?_kJGA zC3LFD)6yy_ShWqE+K1Dr8_3+P*5o9rbq{r_e%^)S^Y6y0DzbcI@J_&)p)x;obLEcS z%$DBpuTQyvzQ~M-5o%se>@BB>A*Dk3zV+KZ1x|suN_VR*9Y*7ffw1*`|EDR_;eNg4 zTMM_At!iISJd!XX0^fJy;v}jT(2u9s#G45b<62T14||t|5=zGlsE5LXO);U*ug`>g zO0!t6H%upLO%hNznImGh^K?oT7F}@5JvOD3>g;$DU$a&oZ&PJM%qG{%ySGjAm|XdM zd;V&@Yx;}eA?loAV8-Q(FVbVBQ4wdMeG|{Fo23@)=rQKN)L{N5u{i@&C2<<|5|UE-)|gZmpTrvY9OdQ2ps0Y?W=_B?;ra zs_Eyo(`(Yc^`HbXU)$z4zDf~29#^JfF3|_1f?N=LUf0(zB^0ETQ$f=fI8%Sy4byx` zp|s7)J0ABf$A8D0fV24g)k#441AfgxW~Yvvu?asj=ugS78P~^L|?P!@Rb`n#PmKdN>;EqqI$CA2*?)IyNok>$d6)= z(y?Nwv|j@QZ0JS|w0M@!nCZ%@Re)xEM0FqQ9&M3ZVUK_RbMk=M4MXh5diERf&sGmy z8!+n22hk zY&&*uq=3=Xc9R00UDbnF4vMZ(6vFUF?ZphOJm$i)yj=eadf$5R6QRUuB>#Q!h6P$uiIUOMZxz7Z6U#XXP>esAMI0b<+yatTem?F+#y&G|(@ zT=O_n<5GB^f@_=sKQkOW@iEt5V|X2erOdMTIsS726-$S`@Frze_)Lj6qFf!@KM>t` z3DI@1VE}XIq~#HvGuUekiEU&4(>4dyzw%`AcrXWj_%vigUS}%t6N-}NX-U86|C5Qv z*w2+)`c1p_>2YA?_`M`?x!;gg2Inwmo@2Q@zpkfd7kG&gG2*O2X(<6W9F{8vN z%?ulFj(Pd-@7u4Qw)x-}1_mRM!2|DwK^RmIiHq)u+5ONF6Q6=1ZqqGUU^6b*(RR<4 z;xEb^b-%cF&FGO9+B+y z^4rbyBq!%cjB0R}?jbRve5PhWuqXultRH{SbNF-s&x*eWwxT0x^%rrl>ek%vQCOO@ zu_6EL=hDIyW^9Aw&O*#>${GK|_MYXZa6+0uOBtBNpiM!oGTcp!uQ3nw(^M%LYe z@nCKhL(t6Z(H4q(?3g+GjxuRt3qgO3jr=AT`E||2lHRbj9ftSn63rJI#p{=C*MA!x zE+}*QWfqN|OQfNk^VZ-*wXHd9uy;%r=i6a4e&;=xJTyjg!JEHh{!uw-DBRubKj7zp|UCJw$lW#yv1|2zia8_9R`ng*6$o z%Xa|VGsxk5!LmQ`AwGJpamL@`RR{MGNQn2U+<`*!dJ{dd3k87S8 z=9HHk;Ykw;dJ^TDuO@OBVjk1yN@Id04EP(7!CUL>JHwO5rmA&_hfrmt$6M*xmj^eb zlaiC%RN)SUd-eD7GR9(VjsgizYV z6g03dJ<;OpjSkFirPMR1oj>aeP4Yje*ygDh898a3I;fMN`}SeY=5HzZQ!>^uQhKU5 znuTH53XTCWzuH0X0F}>Q9N_@?Tb}qLi-yCfC7skTXLW+HG%k-pEDwPD9Yhwgo)V$-w6zQWTsz*k?1#eE|t)BzkpDOp>;XY z&8@)YNCeD>T+!QmnmscgylQmF9N9OsYW?JY&YwBDBw%dgcx2^%b>b=Ial`vq=*w-E z${Jv9*ked%>ymh5Ap&7_XRj61cfN0J$(rDGSyF02ZqTYZ>K3;j7BOg3azoFbQur)n_ zEHyWoPn$LKiFzODATxF2k9bG(;BH(05=g6Z_+RDdKqVi2!Gt=Tj_^x#jPwAC_%Ko5Rk51d{($IzKnLjcVhtX!|M% zyC40N0Oql2M@`OH3POx7BZoO^r5W1M?Fv@#2#{kCCx0n_PLHL-IKv+5ZzD`O?C7c?T62L0v55q?HWm?cVCO`CP;kL~!f0Pq5lag{x~`=?+*g>r(r zNBL7t-2C#43~aJaMmi7$^AURkhNTicE?3WRd}_iRmMz5Ioe;1h{zSpLbVf7#LS`!wccGQ{p+UU32emY7zvMZtOsMAuiK)Mz-Pd-dlmxs)8+NJbSUD;b79F-Qn zF~i41KQjur!x2?jQd>FOrR@+#^|QbiK^Xlec;Af;3r_2Y=aFS}#e>6KnNjen4(vQR z1V)NvZ>Rd|Zwq%|(X2_zA-j3n<{a>n1n21xrkuSIm{XftJI=PW^5Q5Nb}*?40t(PG zv#);nx%CCp&Q*a6O%7RA-yU<=rs5ZB^ikrQBid z1hG8Ly}UQzkFZy|Gf~M>ZN^R?@2!~EhFaHLEjaWc)SumWol5$hcPQ(5Y_0R4F3ID} z{*WIu?+du+3z#s6un~TY9IU=S2m!2xDAp@xdas)zNg9TOVTV2^#9IK+KfLT4<-{Z~ zAp^W7xdv>y)D(AUBMBM=2K^S8(A6&M7o=^lv|I6x;Lwb^P@ulza{bw(H>^H^KyfrL z`hi-XlxE~TwKxE2*JR_>+w=i|#A?BQoJY(e;D{2RNtTAEx4b$Zz;RO z%f3fi8#Q!5@DUf7vErcmks|Eif~Khi^Pl;F;|rB`r-FUAPg8pJJ@`DDkN))P*(?#< z&TT)O>^`0=j07NBGzRoz4xH4r@KQ2aSQ*?X-!LCql_Kt~6_kzI;H0B|Lf3hNLOp`O z69yp|eZ*rtSpu0Zb@VUw&tz;IQN9&N##Q)~AVSl7sV}iZcH7_{KW5xum>KA;t;W6} z+q}l`G2Xc01V`&=t=^EdPE&Tl{?LxmHXe*v;aqDn1KtH}elLU>2Va{OC#9||I5oAK z6Z*cHgbaN1Y~@@|0+X-Jhh?IgfR1W{JtR4kMw~m>MwZ|0`nuwFj;JHeeV}AErI@;{S5UFR8qJAeV!t+ z#)UHj4V7g|eDF@EE38J+|5U9*cjTFG5slL2x9q%Exq^6Mk}IX$p+K2k0i+)@w`FBA zizN4bEqL)9`L2X5WPhgD<1v_NZll~h-! z3)U%EdVfH8LmV&P!-cuHpvpFWFi2kb#-nypTgdOlOWcb2-%)w zuS9Y|rJcl$F=K#cCGK6IR)*M zW`=%?mbu&^K1YKv2mjQhB-WGEXy@qEikfB#RPp+o71wE%gNA0sb+^3;XZ2wI@dTZj zFAehdtj_D5=j}Fo^xV%K&5xOwP##yu7jN|ur@!XWY#XYwjv>Ndz9{iYc%o3+N&Ngd z&%FQO^Rz3otk`xlv#8i^`CseW+}3Mf%f9v)Ags;S7t7slxVXA)il#02U5(bAKEEE| z7Zz5KRo0PJP~SXsWNT(S@S+UhuB&VwZTyYGf7NYe*fnu1K2*AT`nuVZ9I5nabr}P{ z=%vP*tm$jjNS9I_FLc=7W1g~QrMCiIMN+j-=^Ac5OmLNA*7LO4>$rhC-$sGIk z@0g)c)L%Vf7g zW!KVjW&d9#HD%L3Lg~_fg4|2LP1Ezj)95@aiN&cGw8m~<@GmYF2RyP_n0ztnViUb~ zB}(IKx#MzCnF_mZzDP*dFs1T?SzFXcHD0r?Yog-UMK^!+sr{69y&gxJW%2bN&)ygDQu43Lm#X}?mR#6h1@u#{)+>n~({rotSQv+YX{=Vx=Pz=8_Tb&v}tyEQk-((jA&}5#TcQ}_4N<0i%km3JWkyIp6L(2p3nZ87c&Qkivs6b zmS0c1jtGs4d=QP2S8(qB87tyQy~>pRTIAqfXC^97bbevunjOCBI-Uf-_@C>?9Jj*f z$Bb6a=NgCrA6q-;K08ti%NxHx{8h0f;pL6%9`?yi)3-DHs+IrL>VC|cu>52$>qdPz zV%aBKp(%M#@7IA-9^JQ(T64dRye0WO+Qm*jDP~P*?91J(5Yy)lw>_L(s&69md+S~Q zSZoG8=@#=zzWF0h{y~YWeTVz#qs}G-y4p)b{&Dq_pWAIGbMwFUKM9w<8eYNt5wD%> zC7CjFV<&&9vAI9)5qu{wCHv_gtXoRO)%*`I=du3w*M_H8syjYJMg@SM_B`!#)fcn4 zZ_kwSd1IkOP|bA}s2Ept&~|@e|FiJFrbu-&ACah_Cn`7aR-P|P)_&T*9Q~;Gy}su2 zr)ZZY*OWVzCw+=sj#5~_oPS;Px5mue8_OvpU1(mp_vVc7ugJvb z*W5HkTt789X6e}~9JuLS;*S9sjbD_qr!?1hxR@u(2bSKk{r*|{H}R%a?KDWB$-+y@ zIk|ZL9?39Dt~#pkQA2J@(PUAX!HDJ)71iqDO3=vJiwL)p+``t@=ensSKF^T()yD3! zUzLmyen!eb|IGE=_op^RQbokB{`mQ{K&D_Q83&jteYSlme{-^jOJxYG-t5sMR{e#8WO_#}6 z;ez5K=}#1#{8E$=zrT;Fd=zSNoi@_FY2g_E?(>HVuQK`wHG%9}R-ZJJOX3nh<#GbRn^ zm25eznmWplyS7D3Pkg>x)EpDA`Z3Dw$M@3pE2@}x$~q~MH$DX6h63l+$ElXudY`ky z^~QT|w%(T#efPqi%f!$!@!3PT{>D{y>3^7Tzva^F|6CW~ad797TR8c?Ryw+a?e;Ya z@J-~u=WQkM4myfbt^6|Xoif4jqo<>uO|SN);zakCdB|(My_=5FSyP**}7{+hZ5*JT$4ViI3om*4%a$mu{#o|8K|C4ku5+@RG_V_jXzx;CH&E%oY z+D~0|Lq%BKmztkq$COFu#*xo6N@Ab>y6WKikr)2`=I75myT_u)BA--lxO{jR@S}?i zlb0M*YV&_k`J&ux%BA7*Z?UU{vBDHz0BS&$zeK&ap-H_Cu6IABa=^FpeA#U2hjFW- z$g9uHinGs$NE%!S$BitE%`B|^R`J-_+#qsk%|7Tn>o8Ff^YUyWC_UYkZ z;^eN*i~mVC`!;;(a+JS3F{Ar$y1i}Uy%G%>TrFAtM#Sf#v)L(U2LI;|zeul%nKX|9 z)qwv2VfW9GVtfMvtexfN&TP$m-gq6TXPrx~s`ATcq^-8q#%g=kyIb5$bzk)p5B;w$M0y=={C!pjcD)uC|CDKUGfe@z2a=?7r+UGJ#{=u0Hs! z7eRxXL})KLmecNUm+$mR|5@20$D5*1<45nlHC_C5bn-fMJTg{jW#t=9m7#N;v5u0z zxVFq{yUa06I&-wz=}$Zd(&3q-y#qtP(lwAA%_W^6TA(7~6=`W@>0YPO6DaLhr-kVm zs02ejuT9@-O+T^~uu41MjliHT9OA200BVP{`<2X(H=xv0b?US|Q@dpl=!-6f000%~ zs?lV@B#12ZD*H0}xA6a)vTf`1NRN$4)U+=cp3l@@muhbRA6TcBL>z2Cr%`4jrb z{{>%bfzrJA|H0RW#-bx*^~0c}U`^};)IAAQ7F35_iP2i9ked`Gglme!3~BKoU)VJQ zH)2qfd2JPd%tiEmlNriTWgF70kG{Dr0>o*AJO96UZ4#|ZWmrcd29(E)Q=)0Juunz} zZ9)c)RMnP_V(uTFUwX?4Z?yZ@pCLBHi$vrx2ejwg2fpV9Eb9N&3_=57`}O+`7KS~w z%SbcB{aK(5XOe_JKid>acx$s1uq*5jq@N?+g#q7rORBikg88uWln-^$g{#cN@j2{y1^u9$;FAc5@Oy z;sUKk9|HNB?Kxc$fx2|R$(`@nm~4!u>}KuDf)>~+P(u%Sv0QcMn5_fOSd6d!UgK-; z5Mks|as^ja?SL5?^B{>2dzp2H@QNwh&9@eMhUPZN+Z+NyaSMbTvY#7ibQ+3c%nJA)S;hM&gD213Nmk7fmzU z=TwqLWI;P3BsKrj!P;VBm}5;5_}36E{2_1f2`u=mcqU?+iz&zyrgi!Z0$?W~KY@~< zX}Kw4!rpD#Yda^+=)*W5nR4MNflUq_8U0W>=~># zNUPu)H}?+S zEF#9G2Cq@1j`DpUFxR3+x&t>H&Y5J+&RoJ)28^a6R$htY*b9*Cd9@YP&zNV8vO8h} zL-U!?)(ow3GQeB&EG-kZVbUtIJ@?Io9QhV|Jl&Vrb<8`|RvQQA#m4%^O(<#4zff6} zacWT9;wETg@Am-Ky7w+lfscy=-*4$^d)$)v2Vo5RO!FgUqjUF7!Qznjm>^FfyZjBHdC(U>J zk|xd=EgH}YyR_~FW>|U8T6N%nyqpknTuznAC}2>!(m28Lk4du*K=xmy`YUW<;|O{gbTwcfL){SgpF+E0r9PhuMa zqOf^!KMb+l8?UjcM#_ZfK?!XxxN8f}Zx(*o4RSGjrzLv=;z`&_@z;%#Drzxr4uK~d z?}HiEafcJ!=)%qm19ut!KtdJC0nfyi+xZD9AH1xSpYHQEMpiB zjl$I9>Wjjy0J_q^No1DHa_=<|GfU#9#A{*S*78NR{!hfu{>6Zhb!k&h9xQRC^**rK zA%L*ZgOQ%^4b-9k($_`*@~Qfgc^CkDHQ=cY%VhYi(S164TVVTIig*Ek$r%^IMK-_J zrTr|ML4M9jbk82|1}@$%Kaq9arrS;ss%P#1Ls%J2wE0g>IBq=EAK3cEpe!FPkx^y$ z;W~$I8_54nzP3|x){RjAxDlMQg$Xp7aO&ynq!a5lin6z+Z9R}$FtYckq6%Awa0-&u z$n{Hbza^LitP2B+UFFBbob}B~%h`BpFp!lxbva!MP>)ccy|sBHK?_MQ$=-@zX0?Vk z3;LD{5hvcEGJ(|NbuZ5{?dFhqgA*b>0at9ZoJaBeI3GMtmH>I6sjp6GdQi7_8ANz0y$>>i zcL9;d@h#s&%HpJYtRKJ${A-{G6JqFX@6<>nJZsjsH6s(ecnmfuuzi{wX0lO!y*+qR zffgd>#0qa(QQHE1NY0b<^E2BbK7V9|6#ngvB$SWs&cP&%dMV)ooeu&b_xOcA7_N8-_7WP zYfY@c>o;r^hC@6@rAUB!r-o?n@pp%Ex|m7PZN9af#=2!Sawr{u=Y<{92oZ}zjL+yU zOOUld=Du$;G6A$H^EaTKD`YPAT`ae)DKG>;5%=e-`_nGhFuPV(5ZuLu{6)FZ`d1pv zi9q8jUcc>=-mekitbc%;%ByvcZM1+SL;UrHHjhWdMSW9fkFD;8MI zQ58&Rdr$PQ>(v#LUW=kf`KnQTQX9nDb-Dm*$H8R3`atl}>p8e2XwK8p06xpt{7mz> zTAQN1^Wa}$vN7_9L1#2%1$$LbeV zw1^e(DPYRJjqXvbz#*x;!np`ug^_Y@<9}_1bxI4o8c9C^yGG$h{hi&CQ?r?2#Gerpzwk;W1 zV3G!0GXixNNWMPflmuo77B@R1fC5AZ6;fm-fbtKm6-Ee2djyvBoWgS1wn(ji8w@%0pCTO;W2Ft(5)~vP8gn5qZt`YXbtt*B?3r$$hyhYRs}e78sNRhdIyXnoYu%S898rUIq{?U{w=leKoLVZSeF}j7#gigxcnbh<_z=U)pj)UyKFfjp|2gND|q33!w|wXPSMDChq(Q zdBHr{jpEv?Nb#);du3;Q3l_4k7Fd4t|uA@A+BJ2i;vFk9XcU1F3*cz8?d}y z8@r1B%>Cu$ossXs?^E2b7#bzk2<}8T->ZaX^bFz4uUcV$hXz=`3aQ+26Pt5m*_J|V4!>nV4FyeDZI-xAktbhX07y>bg8sH@mb`Q04} z(C9wU5n>uoQFD5Sw)*A^URpOsJwr+EvCi-roBN~Lb(K4)bKMF?`(uHM(w{a_GDF{i z@e)w2s`-1jhM;#DpV9Yu5K?s5Lrqst>#y7D7P`oxnpg74rCWba4_iqu)qPyGEZbHu zkovGCPm}Gw*GoO+H1j$ISCcMk5b?C2-VT*am}o8=3w@rDM^*B>r?0m6O03&kx%>W> z!{sH0VE2ls5XyLpj!z?JSzq1h^@R*m79TudC^#`*+7hccY9D;P#hNC3UwqMscrj5A zMNIkU?D$D-EI%9$`=dM1=E4{r(*IPsMY#AR<&TfZ+Q_X&lc|~#N)~#4CpS{ziiU!r zdt3e51jX~>UWs*!n`~_UVMP0i$$j875nA+;b9kX!XDc(_H{Z#NuiIkFjKSa|*y(F2 zCA+uPCa^Ire@mTm zqnmsyd*$Bpky&o-Li`!ft0w5<>sladB85h%zHZwp2s8cg1wR@SWv*j*7O-)c2_P6nW!-_K$Cxs zwv^vt(!<;Vc|2_LPp8z317Fw0)-gBOFneUQC7_?xJt11kgf*|yo zT~;QIz#0C#>PpJ5W=PGYsk2EUfy~U#{u0YXk-#l-EEKgZSrnolLt6yvvk^j zgB*;1G`aC?^606wkv^Q`y zp9hL{Wx>us`iM6$d`*R9VmG z*_~cbTF-y}m}`N-0)VhjBpR@6fkr+`$xuYpkeUNT>Lu`` z-TF3(>S4~yt@wqyktEJ~ebGR%LD8|l#`tlhW$1xD!Zz$`Op+LD#q*yrZSEFzeK>q?Bp0cCq<>AD~T==6u2;-)?;g#OQht0@-6?xWa z4F@(9Ry}SN7MS+V-7G$BD6Wyhz!(oW2n0J`bDN zYho!Yk9-azHyDjm@%{Fe7HeJ$oelgL4jScOuT1%!F7`sGa)Jes2frsxpZXppRMp!>Qh!dDqEVkZDd8p|K5dn#6I@ z$6T;xEw|Z(*rp7Jmal@5xQlLM-opax)p8B7WfQH~@W?#U3y^=C%Yyh=cYob`aYKa_)ET3~a`od>1 zUtQe)6%U(N{nHE-rDx*HXYDd$z7wpqm1{7oJx=63-+`NwcB0}4ufYC+xUz5qYWBW4ltT{hw>w@YkzuB411u3}y zoTbZ#*+k`XQAhKx0jl}?@P6@O8f6y`QR^J!OfotasO`suK>8V;bv%xqg%hzabZVJ@ zYB`4kO}~ESH$z4^e_+l#HN$f?^xuaAcaROX8e)bZtZMnz3Y8_|Mg_c z6)PZNhi{K?wA>+1AB^++E%1NJD0GEla^-pPhHLI`I&IPbZvp4^Gerv+EX|5{PVg){bbgdWP?8)v+MbGu% zx5G^q+&4HA6Zr_*mXK5|T;j*p5c-VD&O3`vNNg^TT~iaq2P^8b{d#*k>o6E60;&C( zpkEX8FST>eA&jtN@eFublcK7U{F1PLk{2H&(ueuTaU!q#-moqI*PoKRca{hj3R~fh5 zhn{IGo0spnpCo0UyezAG;+*cIyX|=@!ZK7_QI5~^3}TRR#xw2nlPo+wpl#g;;zNY2 z7cCV0UjQmV)xVrOaqe&5z0qk3*Du&{PR4*MHeSnk0nSmM;V-RD$GvV`Rk0OcuVTHX zXKq;kL_N1er=wF9&UZI?arnsZIG=18AD=aSyYfrxXZ}7f#@E5;?^9jHn(;f+$yqx| z$^YgMW!cG$-?#tV)LH#1_aEp75-?QxXZ5R@C!eV5-bYP5FD!dmt#9@7Ne#YL=jv{+ z2RP5qpVg%C(|<0T2Y@5=N!u>FuxEZg$AyaWO|Pr``CP()N}rwAoOe$|<&22-&CGT7>?^AaJ>2aqnB{(9lH*$+N6nBx+CDeBdN zTSmV+Sn2-S~D`~Sjz-jw}T?VlCi6KT2&=Xo7{L!VJ`^5gM^ z{tLJ-22K)f%$1BU)P3L_`5W_*Ux6RU3p>ty{Ja63wzB^h{MMsnlA^z%_RjB)9?NwE z{1WZd<%}EjUx{!X%<+<7*V8RYAC=j;-t%f*ua@h^p345(e0hUu0~L<<&RulM1cm!9y5d`X6!p6*nfI7H*DXo=aKNM`_o}|Ct*@V7^|uMP z{n3pp>2`lQl>3)gS8ZK(+a;W5;79c7uovvH<)}Z795sREM&950+C5LV>TBhzt$K%` z)22J)1Ni{;7}q}?^3i$U zs{Up1G2?c>lW+2ONduMr2h`!Zjrc=-hyJKD$Sd1EYjOXxi+O(poT1;?mjDdo9QG$W zmw49bNaMUvQjmN8P}P^MEx5V;$?tOisngBMcR5agk2!<7{kga?`yYN+LEWZkBJV4H z8?SaKS8yNxePV;beXQ;l`+ctXFX?&Gc(uR!Cee_(CAFG7T)aTxclnzSeEQrx#u4_T zhy%pQuBFQ+_8P+Rt*cVIZk$IypZe?6w);6hZvRD9EWgz+5?+BT^hI0iF8OXtg!3ug zFG)ZCy~fQ|z1Qhri^Bc`rG?|D?;za`S(i*fyw9;f%2IHeokM;<|aK|C%0=}$jqseC+VN?`KQi`YN9+e}wD z+nWd=6+bUd9CURt;~Mm^ztUE0UsuJ;%l_sM{=#;}J_CIe#s$-IPa37-b;q{hUDJMY zOT3-GxN6Yd{5)Z~Zp5EZ{!KLCs-BH(FzeBM9B+#f4LbV^`z&qN6K>~t{`o5v(fc`m z(f7eG$vzLyv9ekv|9(HKdGhb_&G(BKGn4n#n@KZ)r_D|_uB~l4PJyi8A1`ljyV+d|(gIZAJ4i0_QD32kVI+=Cu&|U|lOAZyWFfeb@~n zZ;_eLKY zn@PJ0`%8PYk$6Hr5qg=p6!>bhV&Jc1?tjC?AN-do_#qGAelzGT<5J+!;0*DV!fvgn zPoF-a?nL9Sw!oRdNo&j(eurM5o0-CnE#*8Rzp<0>zgZ{!g89N9Cf;Ee@Du!H{x|Cc zJ~M?qA-6o2eP0KT*W@AL z2NRD1*T%jgzskBK{cGwH@&~P#e|HJ}OkR`t!w5SHJHa0&|I>UE2ap5tEaJ!1OHp^A zUzz+a;}WCro581`XYeibZwvmypR(@2u5E;Ua1K7L#eFGHnZAqUM;*x&a^rd{vEI}j z;kVX8KioHUkJicjYx26#r-ihy@T;LK>Njv9^+7&0{uBAW)vnU~S_-|SKj1&vA3#so z#ndMe*WeF&CLU2&5Ql=ViEm+F#G9$-De5fpMXG*Fj`9(@spz10A_fM86>WGT;Yw+0;Lg4}cSlCeP5hj4LCzi2E}84IyWS&# zJ`U@J{W66-5>GO}X9)RFmw+2nS42FTK1$*j_7wJzxCLLc{|0~fX;NuF$~-0aStdV# zAMi(bF#V_CS0-;G-@t#6hep{?p`U9e>}v8n_=1nbgRqn66U58H>*BTFeMV*Hj z-?c6tGs3(S{k%cBgD)w_!%M#PX~*2+LcFWzq6__b1MRco0=)9O&iOg{MNGBS%gm1? z5z;R+FMtn(_~rG%n0dc_$O-Z1fRA4<9}VM$@!oJOXr}n0{Puc(l;3dg4>mdqi@ z=JoqxhHWU!OJh-oml`W5s|9?_DrT$`2%0I5pEVDJ9mCa$28_g^Fn{)kSmJ<>>G)$& zSiu_&@)U=S9}KgC;Xn{1y%9g_7qn(LQD$nH-sfYNgjld(BnI1foghyShZzYDdm-eH z@tlB>y_P@X!28}{&`|U{>`P@~!!+hFMW4^88n6U*Y)+05*c*!({S?wIy#vNi!I(i} zAjTAf(TG_Z3IsVAd@+_R#8NtrWy-LL0B_CMtwRy! z?+*mnVj=c{6Z5kku^8jc7qKEU%6bHOzQUoA-5+7NG1rhk%xVOUBV!?pUcjgkWTz@} z#*vN{DM60IKrF)CSwNMHc#6Xz9|{@?l}|ZKg?u4~L&(Re#-npKC}U%;BYSGUq8jdq2P>O3yKo83-GD_yY{OV93Yb332{V zWr@Qi;%6~~hLtyDN#Iyy91C1Aj=Z45r=YZ!}KRh9jt3Xlyh_FI$zr5XxD zGwie6?~5ATI}T^)u+;|y9IgccmN?9|RLRn6Kl}`PZa=(!zg5dkG^p&yGDf*;a2%_Y z`&byimFU8b)zHKun3K*KBoJgPsXWJ20&GbYE})VgW*3L8V0XB91_OTntOR3u8D)y8 zRra_vI+g?~6Ixj}$oVWBu$wV!ZH)cIEvBE#iy~=|>kV+ZdJ_elD6$z_DP%70w@xSsiASD__KX z_J*wN?l{&a!ekGX4J_9%C%?nlSAAr=M=VZO*oS=~o)fi-M>t@mJFC?Q2CTfs1__%C znjT~jSaI+8O;t^|npcOnX8wqk_biaB`orC;&jz^_Tp{k@Bb-VV*jU;~z;dw(*K{rq zPS`}H!VecB&b5pZZ`e>%-KDiT;+<*0M1wcTrO)v@cC!ONr*l^jj76CSw<3WscP^^2 zgL%AB(>1EuobIemM<8OgX}&NQ6szqD+Lg|_ZiR6mWL4fUCzY_DvvN4ddDHRno_$f^cWvsR&zW6SbY z%*r?6n7xUzY;WySIZ10!8zH0Cqn;2KzOen6$l5vit!7J2X9evNXJu*C=(0N_96wIf z>PmywCO8_kwjOK`KOLXt-pE-t_S?xeWQ$<(kX42h5G;x9JtJq{pjCU6 zkuk>`j#;}LZbo9(gNU&8;3;C2B!;f;(z*ZjS$W3V#H$d1lxa*b5VrWUk?dL$WBmJl zoIz9}wlHk%%B($KDB!mq5?KX3V&ygq!~v@XQk!hXiW9ZgTJh*-nbju8RCIeM8{|;- zJEjTp1{h@lYp<>n3;Qy_hzrK7cF*1!T6-BM?6+DIHmtS7u%1fNuns!cw| zs^ZD&`B@F#Ne5zfyAZS6eruz|YAeuKyKoCY)^od1)Y@r={Z@YGt(xu2AjhH=e<2Ho z0iPWRF>7mJZ7%KN6y!AFI0jB$t0nXY?fs7BZtIzf+T~jc81ZAg>D}=MBIWorqFvWGlc?Hy@&-Y3^6EF|7$&@vmT>aVdS?OQ@_=QMY&9= z%4D$RSkE~ERzv9HDiyMxr~B>9W}!7|J=+L##&fuF@P;iH$E+=Wss6^2#(E$bidqjM zxMlb9bZ^8;UslZtgxIT&)lNDA-tVZcioMFu>%I0<|8Ur9lI#k>+0^g1Tx`p3eH&m~ zn9G=#zbEmAt%nKLgQRef<5;C$OE5-3*y=d^9E@t;#+`G_#GluCo@_s>3)@dvLl!)( zJ*v<862@;q*s-3`_``MvVC%)KY`}B8ydC!P{zDllWC7c7QnCjDb4>U3INXXL1YqEUtByT%~}g~LbXWhbe0 z)3bj|P)$ovRM)y6FkJXsOvsXULkb~}7?q!MeRf`QsYeNO!GYw=GY*s{S)f1v;_+lC zR_Bot2@#I)q<5fs_Mz8Yr>|>8J<0RD10L^1M1QzNJ6G}Qc%U>NNiXpOJL-Pohfwqn zedr(1I3a1o#E*h_X{_Z*{)k6QnxB@`D{=gul;!vXbWfjupS)(@A7AL4HxU{J}Xl zSav%I-|qhozMxZ|=%iQfs1lEZ9HnS^f%u-;V+ux@FXD#|9Z^_NTtKJkLx(1prXNQp zv&Ar9)0et>Waq-1k)v|*2aORo8gjGA8Hrp7U$(iCS?fJM@rMV3bXUF$K(_i z;jCy-c3zG-8#*d?usN$UJbT25-29=2=dhgN;8|Z;s&H^_es-~$UVBLPpd1*!?ufjC z;sH7N*IQiKE$VDwPF_)p+^D?-d4_5_teG)k`k+GfAN`9y8Tdc(7d`gm+24e(zjx8p z*u@Y0@$0u1E&k=9+fV)A-bEihw*UKMr!HHx^V!vt+dcjP=9zV$cR#OH!++hkX#Kp! zb7QaVUG({5SNn%gyUtzP=p$$5*<%eonrHsc|HV7^F8`+O$?nR#Hh&PA*TG#hwY&3= z3&$9~M9<8_x?LNdUsE_IZPAppd*)ozX{C`5d_j-q89AR^JbhT7aWkL?gx@V#M8+OM~G-3EF6YEhWYo?mnf;zX~+=$2R@{_H>qlx{!y`f z384MBR;1c0&~D-%OtH^r?DbUsugIph&XvvO zRrST8VC`_&;!yo)$7rhDT^SnX@vKTts|Z6Ct*Iz~RYG>%iPe=mIq$&i!D#q~=M2sr zH5|K{p#=qlQ$6rdn~>syLQkR>EY-fHiKD!0l|7`nQ_ZP}hrCzO{HpShZaWx_iq=$C zrc~>yN;j3P)$!NC)>LGhihP_ZG!BQH*#4Wn{0;wTgIE2GbSkSe~pEeJ&4& zm8DfxUsaXX!St(a%$9fkU}-!Ro$~lrC621&*F&+_q0X&L4y}qz2U}a2d|VkDN?#s| zt*V*>Dw<#2x>s5G4n@bR>RVn6Rpi5pa!gfiR8dSGOqPmdPNidIF;q?tDb>E=DQ@k7 zdD;1ca8g(>YG_VndN%si^zHO3e0aMy-pc)1^8e;DZ!Q0l-s+6EeVez&C;#t1^VVs+ z9UX6p$J@H!r?+Z<>`DAHZ>I-e++QQs@1}WJC*N+qK)ih(a^tP(c#HK;y1$+1fgj#h z4mk`x;sZIh5P#^4w_Ae`-qu}0^Y9jI`IdO-0Xyy{`^&ezjfX!0d%kqc7$CeKfGNW{9q5@ zRN@VOG;d8Oy=odkI|p>15SY-XbC%GWsE*hZ+=-@u+0T-YLJHa1_k8OfJ^Z}l* z4)z0H;RnPk`~|sjAL~I6ID-FnARa_slJSNS`hXtzV*VH6ZT0Xk_(C4=fgfQH*a7o! z4!vbwSWCD=T!Jp-Lww=-X0ngblk`G7!~Qb9;BVjxc!S)qr^&NKAL}9aCLu5Mg5Qu& zVL!+t^I91^iF#u4m&mt}1LvR*IhK>&&;$AAeW9}o9M4l zhjG45;0E%8&vvr6%*U_~v=U&xL8jrFpxkR$2@>M`g8pTGm;Fn%Yx z-~&C82aqTClHTY)rT%+Fo(6x^HPACS2Ah-=x|vzz)DG?gQ`82YC|q zfm|C!UV~hyN7#>GKH>qmkvPLS_|tU{o@3oX_L(R6B2T8mH{^kyh+|W4Ngmh}<5pqk z%>w_%{zO;qQ{+C&To=!yM1AqlKX(qv4?II3S)Yu&#Ahm9$8#ar9dbTG_vezokzdVz zHN|rn`5eyFW721%&|k(8`@aPu z?#y#Ofg{;3N}S_5>J8!vc!s<(AIRr{pa=iSd$;2!$c6oov=8{n=QDC&1UWty;~m0ovLAq6W*<%Z8oH>D#2;~K z{3Q0lrthZpPtrO3C-Z>J53-*(&xPpvR$)Kb1$Kh}&Hk0{!!N)w_Oqt$2s(Rc9_4d` z6UYUez^<|%1b^7me7_*_hm2q3d7R6AmVE9k`_GR>{=j_LQQ{Nv0J-FIS(zU(59_80 zT*3aBZ}OC=?--HSWS%s2S3FN!DB=nJkn7EJD?HC8ydX|cr{%s&<`;=0^Bh#fv#eLR z555xDcur+-O?)X%jQ`~KB=Y$k^3WVn-;fVyq{u&8h2PA6S3Ku2&k=-vdr5Bj9972C zDp5ZXztX;@evw`#Payxnp5nQQ+%L=eE1#Rm=eg#4K=Q{j;V;oOn9ybFHIMZ7^j+21Ue`AVz@zZoLm!T#t6WxatNmYF`bbRPqH z=+_{Z=^s#M#XeoubLa)XWBx9&&qAJ*_LlX0H{}mmS7bja`@r?0Uak}MRz7!>--m4w zdSP5D@;>s_mm_bf7fPJHQZVSHB-ms&rYbNi|b@|*> z;shgbB;#DxIXveQ^~%U4>ymt)B%d?M{sZ_%+`%3=ho16z2J$MdPZjx3K4&+54DyNa zKja5r)IS+-=u036@}_(a2^>kj(tffog1>xTV)`ZGE1wq_`ocaE|1!_OFQN_``Q+bC zAP>vuet6ysyg&}*Md*S3%oZUp{6u;g{?HF`2t0r;Q71vQWA@9z`rN7^Ve;{{>r_?|5ybStd9qh7G;6m1E z_!;>PeIV9>FXTpkgg@o;37MZUU(S>JDvX3z58nRQGB}o+^6v@PiZ}Rzf)QsAC29{mX;Ut!!JF?mZpCWjqnrroi0Y$ z1NWgn><+!~>;2HDlaL#HdeYdAuEQ_Q#XMsNI`1s>g#XzVKPpDpA&mqth2 z?;_SgKHvp*=_B-kT_9H$jj$8e0msk-_`!L1@Dp^f9`+6hJ$eZ_fJ5+uUoS}#%<4S0 zw7$SI@B_Q|rupz!7h2bqM)(==*XQZd_Zta$dx-0p2fzC~rRicFS_oNZ_gP)); z==7lxb_BmDjqn@zpGRXEe~c~77jf6rQ(7+I3H|~d=mS3iXOJIy%6!#S+y`!<59}!8 z8+gZc;1%*T6mkLwuuB$=uqW~#^k^^E0e4uJCFV&SpDV7n6W3wKs91;Vu)oA7^nzcZ zFZ>EUnhJeTPmn+GHj@rw#C7w$OF9mEgn0P;EXKt4gfgkNwU{LU8R6T?ekDT<{O-J?vrf zgjfgr`)EYILOufSfCJzIb^(4t7kvu&$q{x(9tEyUT^96#6W|*-fjzOVDUE%zO3T?< z%!A&DBj^XYW!(m!F5-TcSP#4bU*HdZ8R9zpg7`z;M4kXnU@9D)ww9k_*E%k(Q_OY`kb=dcI-im{{67kEY<0iAwHK@E;z z2jpeo2XqkEuxFMSArI)wyejVlH;6mrQSb-f4m7W`Sa*(?4|$;n_yQji_wa}5@5Ywq zi#|%)8S#vHW#V&eX+G$Ounu+vUHGfNxG(hp?tNHC=Y6th#JSK*_9L(}Z~>gbFIhAq zKH8_a4jeQTa^pVy3OV5?^wqEnIm{mQyPH_$cH?0A><)? zh}Vm@BuCgA@=1E2Bl9cl48LXxy^E@i*pRLBeaBA$>ZrN2QB{810#7uW-Nw;_!_p`VA& zVORM!XY>nlKM)b?K)3HTrR7EcjC?HdWcpqjkx#%6^#O5#{08}f3*Z_4g1#BzI_v{^ z;8$6f!C&qxI=qt{JBs_j4e}!7K^%ZS^oKmK6XFu~misrz1v;`%z=-E4h#%}fk)KTc z8C#m3%x91vIOtsZx+n1iV2R&?(1_I1<*Q?^I$lu6pVTo@9Z#v_Ms>WV4vkp-|0L=k z>AQ=r4OGX~>d?*)&uI$RYm_T z&q?ZdP9437R()E37s;iSU#gBVL~D*ZdXo%;)iF~Ye^iG?ctRZx(bpbdq>fkAF-{%x)e$5az9HUv z-f8M6QpdfXPn-3*i(Dzb#)9^$F<}et%F9&-_-FWt$CKN zzo?EG>Uf82>5%`%tK(~R+)4JoPaQXqJa^FbJhHu}^*q_+0@CRyl3UZeM;#N?q0u&v zY^7~7NgXefPFfd@iBCMqAKz?1=lb{P&h#XG{SnEk>Ap?A(^$BbWErK7FFZ+n=}6ZY z>_aj>KsN6~I&>pnjv<;4k- z?SAsZqa^DzvWd)Hkd{7|Alna*;fAs=DlPO?H7%OUc_6+<|*W}c0}hcvg5Iy zWX$P~Vv0H*B%5g4PV^)(pzWuz^CJ0B`&7rpYb3wUb@~@o2azpxo(Ym1$C3^gk}W%v zjkF&c5xq~z9&f7SX;0Gs50O7~WzxA!$B~YMNi_E@PcmogxYPNk2l?bey07KXm>Ws5 zYhT~uN#aK1^+nS&v|Z=Ye9cQ^ zSYxms$)xEHpi%oo<3;1Ui0Eu48)%;&MfA=gdRnjJiKphLaijBYl>DRDH&ci1hILG> zA)8JhIr@>#eLk_;M4my+%NMu*0&-t8SpJTwl^@FeTw zy(I5Ux~Ah-_W>``TwPxq60cSs&N2G_tLoT8{?+wQ=ZPs~2aPWs+r7yjnupFm8ds-~ z4wuthjoD#IerbB%60(Di<#FVj7Q{P7wyjI@-$?e-x#AJxb0*nS+gIlgjnyrlWULf= zxE=(E)*na)jr9f|{M~zeMVBLbt$y5%uNw5tc}@Gf@$XM~Kd%6-K* zjlJ59&#Y5CY}_%ZhYxoublBgBRBr+<)L5CzEJ7&!7q(p zFIIeS>-SpdZKcP?Q-;eusUWOZ=d%|VgPRw!R?|ilY=Z?R- z@$HR|nsIKP8&_7k@|}~E9QFF&V2f>Te0Scx9Ur~bjqh^)`Sb(r-1vv} z-`GENw6fc=>x-KF%J$uK@5>__%vSnM9{9}b?<=|&{j_@H3Cd2dy!2GRzq#?(um0w@ zFBiJ;FoF^=eO~j-1wKduXI?llJ771a`&ybD|^hl;E_7_ zWV`W?Z@lAmbuYeQ@zjgIyhZuxp|jd7{}ao#;r98#j_cI?4~BJJ_y+U;K6v7GPh&T( zto_mS)yi%^{A29$vsvGlAOHP-UYM!)miTUI@gds__JuvaY`ik>Y31)NUw(4;>Je@{ z{=}>^j=sc=e?ISr%V#S;?pbjBh+w$<@4FCW3}A);!Qm6_4-DR5&~-yzQ%#Szg5Lf_`_M z-`8b*Api7j6Jx`VRQ`RV;Nj3GZv6eHvZjnvI9PSV-XEu_`P&z)z2eThRs3zpfA{9M zlzw#v6nxTD#r5}-f5=z%+P!bU9VEj+@J$7IE(1Zq0y76_3j(l|b zKUKWd-SCe`-*Myb?tbjX885i;_g>H*SN2K%JwseY#Ti?UQgK%6)&fs1(*<61l=Xi| z#j*Zy75fSChJ3VVSKT_Ho0a@G?Tzi*tZ>$LN%J;J?yu@}AARyfH~w7CEpJS^Q(b@i zfhN0^zt&7S<=M-_JWqkY&XZTT@fnFgRrbH|^=|*_%5ewWZMzpE}BFoyhoFkoIhTJC#=#Tzm7sHnm{+*WZ22%#EihJ-XhaQUl`+ zalKXpUFFTU|M`7Uty&y!TSoo(TeAad-ptNd-_xA^Hd`kg<&XV07QEf6J?pL0eD@y| zP9AO2c9NsyefqhUk3Po!pZ?*Kx9@1F*1vW8N2ja&RkGpykB?JzW3|)!^Xn*z3nD{pw@R9y|Ld&<-fEEqsFvxOOD)o|A(`0V*Dc{@0O=1H!eD_np7i&uFUbkth$R zxN(&{iuTQBeb@9lTbWSlJ!0FtZ8tEk_wVe{b?pqc|GRHLcg$o}XZLl#uW?T$@4DZ< zd!y47u3xa@oQwfiY`m870-U2h!(UpRj(gp>s$wg?Ud4J%&)l&7iF$5{PDiIIobPV( z;_#8*aX#5HK0a&ucIB7W&-{H}jIV>w->15YHRE@tle2b`lK;&i%CeIgzi^SOipl|DPKIq#l`%A@_?T0E~8&)Yiksax(-{?T1n{_Skn zkGyrhJ!b{yPv8%B03OgMpl+Z}QywU(trLXm@8;cibL))y>~H9U{^GMOJ!?PIkm=97 zv+J}4zo|TxFdWxK;CS=-$Mx%?@~no*Gb%21ns{&xZPZ!9Z_l zx`IA&*6+)P_y2|cyea#w+CMA2C(?8m&ht9@hCZX>TeTn`=c9I((V3qDEBX~uG+fn zwo5qAz>nzDVK3NY%Ta$EIcfsSjl940wR@g!)z`{bTlEe>$u(qtw{ym`ect=!lcG;m z|FnJ0s)k2j$9W9)gdR)%D=&Rv9OoIt4e~1bwGEfQzrugC@?WEzJr89vu2E;HpEPzy z{zm+x9;}<*a7*(>tT*!Cdk_7%r%iXp2l4^xF|L0)S*5dwW7xVrII77d&F98_FIqXk%F7d3UAi?{b^~A9DtE`*U$)_CNftg1Sx7MBZ2YHeT&euHZiW`@{x=`&ivA z_WNA%U()lW@oIndO`;)nOKLTFxOjoW@A5Yv`1HAXj3ewv5eJBqT}ziu>@|erTUVua z-8heaKK0kBZTEA2-2RKISbnQtB)kGw=!>@2UGm+Q2e5!VFJ?e3PsMB8PSI%2g-pj3hQxnD!@P~T8 zYvaP6>y=(}R%O;{dKdSpUtM{|1zDL~C-)`@DLdS9foeIG-M*Rj%kJUIPb)UA?R3AA zYhtgQg(`2T-B8B2tyy2xKjh(k-}ZU;;W<`(Q$1U_@}=?p)&4?0u`^n>pXEJy-?x3)Z+nIX-t(xwe@mpn7vuUV zJx=d4aY{G7k353|+ zf2FP1zOIUwm;KEj{Dtj`eFpj{j0>jao-|6u>yB;1yQcl*mUugVan+!^`FX-}-H1P- z{F`XNRXrQoVAiAiINlZ|8g%v-_F3AjC*02Q{PR~TqW5$BqVI!Wl6@YYV`a5U{{4Pd z^W@*@iaoea7UeywReu4mA^7Fb7P zOPbeG@M|gLZ6(GwG#_%c6>_%#KgdO6YvP+p^Pz7uArJ1i5ORPX^vD$Y;d_0 zCedjt_`n{Z+luC41kPK64%QPt%xfX^!MavL-ZtO|`mh^D$OXND7uZ$c!q}6pHx+(w zCit`w=dds09rkJ|aL`)Bslgre5pu%*MjsK+=I^xx?u|Y)Hj{Q0_Luf(Bk_cMBJ?tG zDe%>1#lT<3-2aA&Klm?G@IxNJ{btZx#-+fc!5QK!h22_DpFVv;-HFCuZGkg^lh&9o z{0_Z9H#3DDTgrJteq$%$f3r^d1@nbJOuWM`;3xRY{BPC?d}a!JLT-63|4s_>8-Gdv z(tY@~h165v&EQAax0%pS=1<@pf4>Br%X-#I)QeVvugOEg4<;T3u8n;~ewB4e`q$JY z2OS;UX2m!j@KzcTq<#wAAKH-k?>&){3= z-xmCZKV{v4UE2uz;2eBfi~CZZGJO}xk2;bmZ;a5Xf)NkNI>Vtf0{3r5#t6in}wG?_uf53mTKY*UFi>Xf{uE8JlOgy5lAPxmz z6W_wVh&NNuQ`A}Hi&XuV9A&>`>;rp=JR$q7)V>G&rcMISu#1dOi8~P|vcEBT5_I4n5f5ehW^v!t6QQrf5$t2?udG*MeM>RlI$aMk_CU3%z;=ajCB7Ye_iF^S*raut#ja_gZxDfOqC+fHC zOE3@ef*<0}_{zRX=2ID$r=6Ib2Rd?} zh<-u#Wxx;WvZ;R}9{?v9O`f518COPb5%*>G8$!+up%>&feH_*c`(+AwB%Wk`&k*vV zE&(^Du84RveU!v6>?!OaaSOg?{|)}|)1=aVlzB?-vrK*fKj4q>VERwNuT0)XzJdQB z4~?>)LO<6`*wy5D@C6@<2Vp1CCy4jK*Ts9W^-Hn!E3@f^iWiR=k#iVd#9jIY-w6?p zBoWdt15YOq^5b(T7z>!sPKZATd{KN3M8jdc88RFTnkl|$2%r7_sLx#Y2ONA32BL;c z(1{qf!ARJ!3i^Cze!w3z^n+oZ6Yz(^=5vteDA6M3vlBLS!a={0#|g#EXTKA&WDY?# zuiqClY(rsQ8jCu-)L21TE#PBTF=L%T&`fdsta%{p7_LqX+J|DXz#DWDQG1$iI1bKQm%t&z93n71u z=LC%GwfqqW-uDKBhN9nLUn&b5rZI;p`g}&!fF-bFb8?Kp-dN1&r;u*x9WZ_h#taez zF{T)dM$FPsAjrYsi?L)OmeO%7Q-)0hc!ME}JPQ_y7y&|l21hU$GS*-hI8MZ99f~l2 ze;~jX3$YKJn4k5C#TakCh!vSp)+5OC6%LK;{s_a3xrY2J5`Z0 zj&!U@3340;ViD%f0;*)hQydQYP|!%Ie9BoWRHsgg6qSAvUWWL_w|( zL4SbF8gtld0nWD}ht~%DTtfn34lk9HIZyf7`vERddX9>ibSm26r&a4iV1#9_9jN|sjp;b+)$`{DKbty*rPL1jOdG0I(o<5;EK z$HMrnL>G3fh9(xloOI40fgoE+6)Y#GC6?Jj~GIbnu}6SneZh-D1e#<0}zbJ27Hjs+X8aQM)~R`6A}C zH)LgZ$FVjMCVQxCV7Z1l`5n%_>Lc4dVsWyYQRzbA(iYjz?j`cW0b%*Q|U(||Ot9)6RB^2fgph`Oj3YTiH)#EuaYrhc=TAQhu z`jzqdux}}yr&uZ{aIuNtlg_zy;TN@=-TY<*fg3t2D> z`0PN4Sz7~Zb7>c+Ag2k(F>vx)EulYX?{_SBThCO~F5ha=?FS>)z9wQR8{lU-j`h@7 zb--3_wThFaR@mCnsYJzvD&)5;W!39Y#LAG|T&k9jE0Wb*s)WGZvn`ID6a!WQv9{z9 z>shL`GmM5Tbo;m=;ug#?h2CqKDHO2kMJ!-ph(V$HU+W>A^%%_xBfr&{`mHuB%4JGb zCW9@*+!T%p2LlUH*C2$W^M6H^*5F@)&t2<)OrxX zExVVedm~o*vT9Bs#9no*cG3y(en)jx>{WhV@3o)$hr?ErWLF5zrhdQWVq13W+W_0b zT*kcoJ&8ALJxs73B!z<<$13$&f-wrhR>$GzU{w1y?wn&L{=C-nWcyiN*nYwqvfyd$ zQGM2zFn$Zdj`fVjAGR|9TQ6p11D@mM?XZ{kAIeA}3)qH}l0E22d~N5&H-~9-tKQ)3 z;_P-q3bTjn-(~sTll)DmG)=&h{P(SO{eP056{YknMafHZy+;V@=|sKG$WaAFqYBM; zkwXd!hmXq3PEzQmXaAO}?DyTaiRtDrD9C%-tmIJY35>_YUr94Ji-_i(=} z?3I2P?d84lK$62@qnO_PKsn}4XLHks8!Bt}9(u+Rp7fsZu#)tG1Ig9%53mM$uD+i5 zeUmi&&S3I-FUh6$z`X21*ClUWSmx&FVfst!Qr7Pc@7Jd5f=eny*w;&0q&6|DJ1{qY zbnf8dVF){QUUX38P*{%09$XeEeGYii`yMELZQ=n-l(e#I{;JkYD!s-tL0#K_p!8g^ z&hrQD2(QNk`!NU1_4Hrq^U&lRZ-3BgOpeq)_M?ByM*m362_%4^B+3Z&dwV#EE^|73kyb#_Ci&VEmOqG~2)Ooi97Iu=?bdgS8vnhI&|I59Uku1k$SJW;lF2@CQ zQOi=GWjZFA1Z&kM)qhRlNF>D66RqT^wHPckGig{~lTjkh_4*qyw+v*>9B-RabH-Y8 z#u_?ZDluoGBR7+&HRJF*P2?%;p;bL@l?)5o^OzGdU(>WZVwYxn1`36LK9Z$6r zT{SaAox_z951wesM?zy7D{iooYq`Pnwxz}-;UN!=NLC&i5$_%vljusUKaJK;p!E~z zeixeGh0Z6^`Rx5?P*ZOd_6sYhQ4s=5XW(C3d@c(9Jo`yH91O0qlQ}$(9Y4$)++f?q*=^R-6&7MvC|FwAYz`vppArT8 zGw775E@p~^e(FkDUKTxz{_*BHKY;egbW@i9Q7DZvE&p>t!q??H_n@nIY9({#&p@#Y ziP0g`fcH@3-P$90{UkT9<8KW0XYzY+UHb-A%`&O%%tzzFWd_Kh^idWUY{14N5%b#{)HLZAZIV^ z@sp#(hq*tksGjwZYLa=%e)0m(r${Ek`Q#Vz`#RCk;Co3U{1Ab-J0W3S&!yc~zy0!G zppsMvNq&E=OZ05WSfm>e)jV5Z>v4{TaF)cBD%G$|l0k`EkY~LWhxd^lX~-{QV{WFR zM*6(uP5n<>l26KZpRGFmn%Je5*8B@bmGP1N7nn5-h+`(@*8<`vg>K$r`Ctq$Mh<3f zHl<}})Gwo(w5vTm`1^`gf~3*czQ&(H1f?U6s{eF<9~W2je$z$Sx6JJpMi#p&Xi-%* zz2h6&c*ir;smoRB{-&~i5MQIT3iGO2;&mK3_^#;G5F9f#v>!V|HdwWT(H~|!8kp2i z16e}kD%XC*=MDE5=PMnot|hvRfjB!|2&-KEQh!}ud+$qjiVT4Y$`(!E+nzNJepJ9H zU5idvs(H=LdMV4jGv(rQm_14Ahn20_;8E<;SJTejw$&zop-)+GZY?3DP|3j|fjZ5g zIMuoAcjVVOumoDEzcs~tc9zNqSrdc(4{!>jxx5yo?bwvA{EQTvBZ|YYo4xvQ`+<## zes11c15$1HyJ1J3wYmE6_fx%L5tvO%UP@kJ-Um{mZZXAVSfnJ+dI2UXSn_T-P%bsN8^x;*8Xy0!*WYF>6q z-s3%Vp7s8Sh`Ok{wtDrsK&dXJHP71Vf6I8hGCL$fTl8u8{l{SuUh=4jddC0IU|m$G zOUWHwhfIjjmRP5F8Pnb>9uc8EuN6_B)UiuZ8vXyEV*KAq|0A6`HYt_=R1AON|95Zv z|LtWlG4)6Oqa@LLzYzq#9(?V%&S9^hB0yElO>9KOO&a}Bf$qs_C-9$Cad|p7IEb+OlCC`bF~JXD9E|cgjgV!tK5d;<~IB~IXHTseH%S8 zS8pu}>Fn7p&}fy+Ruk^wf36!$icnm_Ui#ZqQSff3`6YHSAv>1;rgfCn&7~&nTkTn% z!u-FEtmu|d>nJW{ZepJPvHHwdu^!MfS0nWi{}IZTUld>5O&ec0VhsvaEk&0;U-`pb zmvCsXyqQgIX>1d{#@cZRX zO4$o>%h$&R(g)yWSy(-{zQ}YD@v&m@zSf#9Z_FFFViz-5sj9sHf{I%yLvmKKqz144 zORn05l$V}Qfb#Dkt`%}GQ|0!<&5L6LUwJQddkU!vFoq44P?+^jmaG245VKuUdU#OE*-LZ&%-2bF$?7SF%JfS*bS{gWJY* z;(LqInf4{wB;F56CPnf4$i!2gR2G)HTDZb=e4QWZOR?36zlZ!0O5yj^`>F(!E{+}M z|MgbUmcIuYA8m93bsxmeI|7=he@pR3-OG3(?s;csN#E8=wsr13bRO8v@&4o6Rh6IK zxqoU!oWFaPRtAfB7D+JeMW67eKy^5V>;XAigDE{d-))R^*79PjCCQQ#DWP`SF;Ut< zo%7LE(#AT2x%}d#;hUrNx(w(ZlLjvK-ni;){L*}R<b~5&7BL z9J593TJA*eN5_&Q_3_+*Ld~vnA z{)MKWRSp2>6lhIsb!Se{VR9yAUI1I{-Epb0?;>c5WYK^kTf>)EDKiL zZ9EqR8=&@>Qa=u!76Pt7ONJ<5krl(kfpg_HpbMH?s;%rRhU}PlzY{E_Iq08mGu8${ z4NIKbJ-GP7ap*Vg$%}g_d@@c0E~j2KVc)#osEV-d=9mNcT*|-gxXXR&$o+pGu$fL4 z48Jh_b&Go%<_0>fi8bDdmYzF#JjwXKW^70&SJ=*3v1JdyO2{Fg_*KLY->j2sL%;(Q zF`N*J;16%K3gpNPxX1*2{KBz$1^ED6bK`sf;Pp##0_YV4qDSvC6FPlM05Wse$$$O4 z=wT|ItV*lY-g9AR&;g0EHtZY?tObAwlraJHwMiT%z)YXb(>dR0hz9NjZKQUCl{ANF z_HJGDp88|`p3Kp@v}HWR-}WsDo=OdD8lXYQgM&y9qWWwtc6ruAx}jXNa&&0{V1mAe zw>*%LdJ=@W&1|@KPWKoztvuxqB78@Dot6c{#p0UhJo|!W-f-j|mA^QYBcd6dLl_Rf zunrhJTHbotfSWBJfA06!o`;Vxt-MkDYvu=DcVB8XU{<4nj+6yjZJiZ%{8fhgdwXR! zs_#V|@S{9(H@K<%$$tM$KObBa0zfw4J^kfyyVgemoPbayUIsbF%|rw1Ivb|_f#(&u zTo75u3F_l34r-73qk~Tvk?qXqFWZB=9ka1=?44&X{aA58@ZatkVNe@5+HirTE*P;( zbBa(oomTVy#Ub?w#0~TV5&>uCh(uCwpM0gU{oOhMiai^D6*Lu`RxZ{r%e+4?*>3^8 zRWA$RCenEiq2C#&anGpBWVz0TFDmF`HuMs7AP5R(5`Wb^t+Cf+ zu&W4;fdO2Sq*afppg2D`twfgCYMWy;=rrJCUDO$_swHA7N`+0{xKEyKTUI)ZObaik zBY&Bd1)ZrJmsUb9%M1WAmN2(AP8cH1jlUxDfQ%k7uq$Lg_9YC!BYN*9iGZL!y6O&u zbBgVYjrC&WA`2J`x-x-qDqwWmY5J-^@KAx{RmPN>cMj$I`3?h&g{U?D3O{$xOAZv^ zdwE(Jb17qPc8Mx#z!A`W`HYt%8Xb+zgp|pH37n@4uo-jLwa7tmaD-6zN4fo4y`^F=BbQwYx%HDdoPe2Q5%GOEKX zxIA?ekeN8C9EbV(e4Tqw`6CM?#J7B{(V7(JMn~zEesB=5x$@hUvjL+s0rc=opF>t5 zb1!yjoWe;Zg;M_g94X3YQ*&2bF7uTaZvt9D$0D-=--w)x%rK4>7Zfi_s+W9V76TCk zd3--rkbd?2?4$0oa$j46HI-gDWI0uucU?+}AezjlKFx$5z8mW04sqkuyXv~Pt_64cJxnlA@oOLHzN*Np6}(rb<$f&?pgV~4=X$4h$dFN zIi>ONf(|eo{TT=Vl_P>r$v0QZ7p48gCTP#+8~VD0cl>8v7#s&QkHvZ|Ft;~a9lzo{ z%OU5o2974d7I{(6rn|myoQvWt&H*C^6`F}hY~HOqNm#Ybs%XC4W(%2F^)vY~rb*2n zuv2qE;)X(VJf3~&#FRDA_+DaYQxyCt_uGq-V9bxi3aJG)x3^IhbY#J!Du71Uo zN3~=7UhIYyv?+nlJQ;Cq`}LrV6DomdY8ZpJ38YF9M+1p5{t7viXQKjU($q)mIbq%t z)aGu%nB6?WP7}}GfPtOxRoW?29zT;db@jJ2W4(Eft}y-e-c-Q z^%FYL72KX@?n$$lxnZA07+Lk*K4Bg565by6O344o(LDS3SyWV~gPB?{&Dne+ zhnd@f?8GbVCBeLtG&$yf)H=J-}=Bz>&{*;@rvxrx`vD}(x-ATzZC#VOIF?+G+s{@7Q5^A^pP`-I>O zVW=q6iJ##rwN%gPwHar2uOMmKptP3Do3a0-g%ANUf5O~b*vBkFV7I$gLN~VB-6w?j z$L1wB1@>+<&*`nwVCACnr0SM1^?%M#)N*O;HftgUKq z82SF0{zCU*vj`XJ3uv8sf$EHQpPISl1@Wryi+^A89FNqF2j@na<@ z;sV4k`K|(CCVcI@o6k-hqiNjCQC}GFTJ(?!Bo`$4{6&q3Ofvof#A%@Z&|PyOzvDLc zY8FFbZm(X~NB5@8NJydC56O&oT@mYE>g+5P=M?;_v5o-S#SelF(LX2065d@ziSLsUq!4LL{`8~DN;=D{M(jUBG~pZjW~ zLSL&0`aw93a_r2|sGFJ;GiW##*ix)L2 zDZcAZ00Nk?g>tF{$uaLq4XXTlq z`HASdc302IulpU>J`P&_c;Q$Syr|SG(HGYqU@Y|oUSL1RZ5YMX zd^GiU)LFW8yvE^;+skP6jhM1O2`3Ep_CR*mF0WXj%%xQI<0dG(l#B||3Vgovd;6HD zLfp>|F16;HEBX9{XYov4^Y)5;x5K14RNYc~@;$mSuxwfr;q~1-UFqeZ#H*DQM%=Zk z*JNyTq~u?YEtSrsC}MWSK$zFYgme&mEOK>9(L;JHE?i<->y1`dfH|Z6-;fNRYd=XM z9>zQ%8`OH8R|H|aUW3B3`k*qm|AlPqqW;jlT&0C&Wz4ZWclN*S*P^<+^p?swg>yf+ z?2TmNn)r~jV8}9NNoCoN-BXfs_yG0s^+`1wiz~N^$JU0Sw91rKlkpo&T?#SNeQ>tT z8osujlf`#GM~^|EbVcQ-#$Ts;z7UHoVEV!5IDxOxTR)$Pesy0O-}Ah?R`O(y@uyO6 zW1t%xMa(?deyAx-DdqFA0=45T|J+4K+gC%}G1!QHcV@RDzL5F*1Z+nF$h}EM>3CY> z7^F5XlHi6Q#Rc0&)s*&I(tg8q?mw*ztJ(ONf`(b&vb}Z8oh&kaS;Piq)no-{W=Q{S zPQ7)I^KC{#L36`hdT)d%;@~zD5sN%L|GYjhT^?B|YCe2}M;S77h9=ae6WXG>F}_w? zLIlPwZuTd#v9e}s?<%KfR|o1w8=JX9f;;E$XPEmoB@)tA#@&eP;5o&V;tgB*h0&fi z38h)24!aKy+dy8E77E(T+{-m<6g!hY7&ud2T)#6k?~+n1B=xjgKpk%==P^(r9SI-y z_v*scxT}y^yNxCFq~+lKJU%uT>%^>zhK{)KcsbyBz@@=+>h8>nnU(;oPZWC9MFBk; z)wrh?=TK$JPCX<#r#g0BsHI|pLLhI3|c@=t%d&%yh!4av;onmSAKBXq}}WK7dsdN|=ltQ#JhKAnLOi_6vc zFqpLqXKa73)1s?po!#FM2?t_2`j|4c=P8D1-qU)~|J!x3M^z8w8XKEqJUi8kc3!j< zZUEX<{Epb^Z>(L+scqOZ>W82Zndz*Qax&{haHOt>l!vcY9CQ+sy6p=y513TNc2lEZ zBwxjoY?Q8}wCviI^Dqd~}w0yd)=vf%hGt$0-4 z_i4qHuOvq3Ez6V=o0obuw~b|fMRcK(+&c#o>-O*~B&RdGr7jtoNYvDV`V#67bG5W- zg(Rf5jR^|;L_yy3-m4T^*_YUCT<-cQB=+2WQA&@fnX}aceSz)2zO>x9hl0)&ynX~r zK{g$*h-&y$jG4*D8$&fET+XY|kECj4J`L>8^k^ubmC2}28iq|T7z9xQ=NyPtemRN9 z&=wDUXeE}Eu35*M!Pjt9Z{P5%cQGFbdo}N?a_nr-oS|I@2RFKxB(Or^$4MAe;2q=s z4MeMTzH8c>#8hZadI|SmX2e&76boiPbu4MC;&J7|UUTxz zV7{PQUw7f&usWlGow9?Ah7uqFg|Yu+cN)`!b-W|ZcHSO=rMw^e?tBwa>@ab$C?bly z@UPaJg4Kp%Y0q|MhzUdJ{xANTDMfW;#6Iw>$GGu?w$5xRzX$58@xJyBNYrtS1pyY?vHn5WSR;3(>)6-GY;)_?s$TKv57JI$DCTKxSs z(;w!#EgD+FA}h(jLh&(B*(V6+Omx)oW|1METU9J2ueriEm8t*FbL$zUZjw&=c8+Go zYA33T9!-}{vpHSUYruH%5ezVn^Pl!l93t$_P_ zszt}F@swp_&*Rh;co&==Y0JmdG@)^(t!z-rcppkLl=0g!e}CQI){#7(clRmfyfG@d zeorJ00FCDsLe0C^K$Lis; ziZ9Sjhf|4Dr?Zryj>O!-dp_#m&f@ods}R1usDo88+mn;# zdUST&u%kgER|3#|Z9_Ic5;9aw(3uy7PMW^U7fbj!+Y<2vt(gp`9#_^OM*gN0_nR0c%so}yMeKPMKXK3!laaSR?KI0m?9bL{HpHdKIUNj z{Jwg;%wi<1elwmZxgP!_H_{JsrD_@nU`SS~BYxL<|3H zaBcN{(8092F&lVas-MrWv&&L_wv0G*o{YtZ?YZxsUA)(;_)P3~a~ackw~v)jFz^sw zJlTSXx$9zkNPu&{E4OsW1|*y1ZoZ<16D>wOO|P-;h9L?5F2HfLzTxl2<^F>MOHpg$ zA*y%z^4xXbp_<<3o5?7=b5=Hdc!M7aP87@>vRn~enP$|2{iGO%tsE`D43)v|y}mt= z2AW=M`qp_&ZGY`b$sF+pv6Zfc`uxfW?TB>`HE*@M|69^@(}jaWx)zE=>pK92*W_Am z1+xf~l07}rYv#n_^KXA$Y`D(m2&U8_jNWIA3c{2+ay1x%Wu{F?#AY&@@EEqb^MKZ< zeZ1IG^h5LEof_)(al@4zJE!VjJ8HijnzQ@uwk%>nj*MZN$*9AD*^Zc?sdj~*reSamFDK4{G8a$&!WRgiL*SiDBkVZ#qTSpB}|^ zZsTUZAx8q-hglu0XTBXNk$rZuKqo)f`cGehU&(YHX$HgHW@?L&2JpVR=^a8U(P-$E z1?94PodY-d?Q9lg{nma@4gSLvW%JVv=(6Ri*fH;=Ht}FmcRz22sN|5i!1p_Z49NQ< z3tJio2jqU^6ms3IYTqc5an7ti(*gP1p^qFqtMj(@aSHAtbhfjYy@zQk7>SxNaRL=L zb|6qs$ZFmhBF0;2jEcw)2bI!?KxTorr$*#uY7|&3$~lnqXyKA`rR`c}Nb^@G_(su4 z8SBa*KA$XEy@lwH`isUBH{3)Gvt={q>qpoaN-dmgTOqBazTL_53c?6^x#WII8y ztKlFU^gL+`bB=$c0|OCzO3|B*E8g*%qtDBfWwwFte`rWOFxwuV`f5j;U*c5cw>zHp zA17R!hiv1Yhw2CW z@(=m_%`nI%ZH0qO?*2SH3Ap*`0^GXj?ojx5RubQA0fG2 zYrYRP);dpOl;1+>HG7fg!%+tOAbj%eB={lMan$z9VW$4$hg7dS@L`MqBcr~$YciYY zpG<$pb@uivv1b9;a-$0TD^QSg>(8k;r9!Xi3VW~dpQx$Zjw=FXEN)^DP5m;~J-+Wq zM%ua}OK#RaZ#Pia-)x0|e)2D{TIx~YUx^GPSyk~65eYr?-Bqi^x4D*-=yqdg@irO6 zM)(1VtFw@xGw^n_5A!vX4+BKjJ1#2C_7H}q!le%+I4g*Wt?im%1-6r z!%f7qpr+FHiLcA@Wi@i!cjo~0R(9&}7uMiI`-g;9(p@>afdGzVIS3r>cuG@msOt0j zqD>%4U^AU_llsgw>WxqhlZPnx>M-f095R5JQ}gRU+k|4ceYwV*fcAhW`8N5xM-Pvr z{Z-HewVUCfba)F)ZJ^bAAsF^75UfA0iu-$w_zL9FcD+7RY?rF>=Er+JLq~bPc79($ zyw~4V`6rddts8;oY2xd7~J`JsO%Sch{K*IBU&@i_~G-b zm_H@=PB)S+W(D^E6pNb(9Ch97E$`mCJ6!PDYrP7j@iSPp__ zvzS*u=arkONoe96H+hJTV=7n^%x-Xq=fqXw6=X8yx1=Bbjj1N?8GdP2MHaCrum)`a zVr!zkZ#La0UcY$Bc-~FCk+!&#_{G%#{~^SCP<2-n_WHE7J*TC*0*ymgK3AcnGz1c5 zHONk-s!{gS#mrv+b7&ucX6Hg^u2hu&?Sp#P-&;KO%nKeY|=fPDA?Z zkKN5Lkt(-kH3g*wXxchMd$jX*xX!ecg@dN*W>ibW+?7vDs|SE5>eD&y!jzPz=ZDsu zTTh5KtD)z#A7A@MYerBMFpky5BG?2ufi>W%<}qM^(L?A+rCsziAR|P1gsDAi&UV3Y zf_d-rIxJK&3?5T78=JG4818E#5W{DV9sRIsdJdk~i{rb>9v~m1m(qKY$xZN+dDBeq z{%1sG?!HIN-eYIJ1%+d=hnoI$MDB&GH?vQ-Q@yzkqaXHD11%aZlo-jS$G&@e_LRnmIP7T|zzXF{U>xT0$?*C+rJ9wqM%{VB4 z!`wQRHF|lZNuZv)lGFXd?fGI4?%4vS4a@B$5NbX%k<_4=e|O1FYhepRur_U zMKFCIr2>CudNFq6%I`Z}_!Pje$oX{zYNds@NstTqr_L>1Zp4a5C36wiV4-cDz^?|a zP7kif&U`~1(R_H3_UJ|Ro1KFSHMytyg0}3>HgWJNd1UJ*~cX?^F;Ea1g&U3zw zf>w{t*^hH8%S~Bald|!a?`id^q+arMUEhr82uIvpOPIO5m~YbeK#1NfwAHHpDeYB% zwp*BcYIi?9X73WVm{9m4cCQjwWfJp^;Q_(Y=}G{n8LfxkqC)ss*7buE0F_+@{Y6X2 znL(6(_}+4ue$0If8GmW$`~Yq{N^mO476faet5v?d-GIG6An@M8vbyw*32VJHQ z?wW2t%~VyA?wF4TUX2Ls$xq9b!_c>J5*FW^4c|I{y6I{ctn+-%s`9}a&7!yWBP-{n zzy-6wAUOu(``2IOziNs7DiI`?Afna(D9dTWJg1z=W&Tp5=pB=f1_iW|X*cB4}P+(aOBmpd&Yg!=8I=NU*6FM zW!*nE*gjFD-DVGd;Wn{OO+`2Ee@Tt)vtg0Bbu|d_Ri+kXjGZl7ddTwr*zA7Jl&E;5 zPLJ=?@L5$i(=HpUPYiu3E4OZ6uZ(}6Va9*C=EqIuw<^G@ur}RtsgKeDmmx@9|B9w? z;f@i0pN}l;YE;V?=OAU+c848^%5kP1DV$3z*rr z7^oOh#clJKwr`rXD3(4SWUguX?Qs3iqyWKbs9aKK={60>jvgz3Yo(v(kXv%D@sHB} zrpo$J%;4Z{wBmKihgDwGy5u9}lG}?_XhYL38IwRJpkQco+H|v4v5jOWTM_RZ(TZ12 z=bE~lOPwjL!qc3uZ3#l~v289~4C7}nanmP`U-dh`*xyp4g)po0&FPoV-&~36ETMbR z6EE-y>?5!1;mKypXj&QEb1lI(DQvsAa&^%`$q=T?UQZn|4p_c}(gj z0&OJ|0ep7Z@8*MP7*;+gg^1Y|6mAdwVcY8$G0ARaB@C^cvNulpp@!?9T<^?&6JQwg zDoKiYbfQ&yreKX_)K0^5ERUPM;*SV4i6(T^8=-0K z)Jrq#_^KUzW(oEnFl1dTkMabVqEtT32paO;sd-5+RDA7f$z4%%oqz&^ z;sIQR#TozSrBtWB83luyT93lCAEE^j(OMf?n%`)k6NoqFTWLhys@%LPe~*x=%AYoF zlj#hRAU+%STv=O2wuldgz?xtbL$QrGw?s?CyGK@zgr}?*Tjs2lih?j4zx>VX3GK%j zF)thkie!3lNsF{yB}Q~&+(H|&3KQPDcPdnG%j7$ zwa2p%AuGon1p4mU??{FYTFk)U0_nRX!*-T59gaMDNbzEeCW~J=K;rvE|=P)H;P;PrFW+hf}gf* zxe_WbBN7(%H6wHYcB8t*;s!QBrR?dd?>`pEA$s5GHq$AV-0J?FYjak|W$-&!_4<^| z--QVkAroGDTQ!b~jNA`WZB{tB+9*~ohgLT2)#ij`xy!}I?NoQa-n&yospc3mh#D*r z+&7FUoV97o{+RdPLU_WZWQFZ=G3TLk{7nP=Fv;U{)c{L%hJB#KqQsQAS6f1u+1Op| zd!(6)nN0L8#ZmynRHYBBLF`kmK=JYwxlNre8@}{QJD%_LI*gZAj*Kq~k>YluDjq>| zcIzjG&uc7dF|_5+`Yif-XXCuu#@eoI$i5TDIhVXc^WMvOVCT+;pi`=LTG?6?1y zeg4J&w$J~Z@A*Id^EG-UqxIuwNUvhG3mt_yHUH2)z9RGKJ)-|;5|$f8jJv&`$3wHD zFPaxuo~!p~)-a*BJY3|+RKcD-y1SPnPFp{)DqD6ECb4X{S}@hRT++Y0$-wP$5IkhP zwO}gIW}0!X`u$gH{n=#4XYVb}$pDw#blYhL*wqedmwj|?-Q95h&^FNu=XHOAj|}EoX>}{0EA1(Z5r4ANBrL=;t|RtYdy;4(uEx7Ff2d~RqUG*h z7Va>*S6iEwBk87XN_3iNC~|29S_9_Y#a#-1xC?@Gj=lLQdgj`OD?Q8mMdu4|%RR*H zoC^>?%|vvz%Wg&Nd+GA#>jY+nj=lem<>zeNZd}jSJoxlPP|!#4L(9BGfU7dCa;)kXb4aV!zuY&nl;{E?D5ASq1hw)O0+DNLva(;_m)OoayTP(mc=q zq(Jv7b#_~O&D5+ojC=T@A8yH*bWNKh&-P8zkTFD5K%azh>{IB&@Wkd{WnaO@J!p4c>f>n z>S~F5w|D;+`03Rxbvkd+o*8x2(skF*wh4X@VI&JDsIB;E&nf?5_U=tIZgYq>19x9N z^BBA?^9pbx3#_{&GjW6b3U0@Em<8N5H(to5jQ3LM^?8K%hl&|NX7t4*>F6T<|9?5Lw?pSWmd?^Z`#emRH`11r6ip&%o4rbaM4 ztF#>mX7gHmdH4zggRVYtu81$&iQXUdZGUzutFdM|!G74{S>@F&w%o??Flxwq;=VU0 zc|4@9{kr$^5<$T-E2%bhl?&Ns+<3*IHYP3F6I42T(~lsx40Djds0+~$=rjbi^E6%*V7AP2yOvAtyZWljV1OPZ+wJl)`mKX6-KV}f-h zljh8ceWg<1>r`d{0|FqkruSH&pJ692V?e@*4pZRyO@4xQk%L9{L@k#3=mzZ8=_TKR zfM#c8!~o4{m*n9SVKjBEp(30MtQ&Tk;C}PGjoc!%+>7WKp=R;Z9PW~PJ}B@-VD*;( z>Ly#}j6=TH%+pgY6t0O{;tdC{kDmbH73OQ&0PEqr7!F93eLmF%Cm75rZFliRatbVS z(w#iWP^4S~>jRK2JDE{Lo(tVc)EACbYP<{d>(Rw^Wnlq%$Z+tDMw~Pir6tm3mRbtu z6@+lX`knhX05H+4XRI3*P)_BM8zW`|0I(kbXG+v?YXx|70Uu~?^EMA6RY@n`q-n_o zwwabrx1_V8S}|X?xuKUdcXwR;lvis52w#Y|fjB)JbO1EY3EHP8ev=M#FVJ(D<-M?8 zy^QTau$-8JPVGV6)KWQEm1^i0_Ah!-V>=00%Bp{Sb{=wGo8ovLgGsL!fzpnkZXYA#<+2AM+~GiU~n zN`E2BX*RD=Qb|vygP~u{HZ9es8QhKsqDiRQF$xq$^gAohY3EzG?9#nbDGd3&Y%;0LtKTex`#R}3c4}XuC_G;$8^MLh^;IWvHNVMtMGlbZaAmBACLHO3 z#p3X;zfZmpqAY$v%iAveBMZjAauB~9NwuHoi3hW<+-Pcb7yyo2fD>TM#Dp-f07NC$ z;Q2wkJ`nLj0TVzP1on7SOFezzYqtizb~u2ReLf7y><{&AC|MbxL39y~KB0o7A8$R| zICJO$RhHop?~eU86q`Ttt(U^LA7O!i9~}Owdr$Bs6bmS(naUjUHiu6$tYijwhr90v z7vg_ztHg-q-GqJ7)DE_qX6K@GOJ4G6bJ&--y^X%@CIsECHQAAn1GfuhSZ0D-qWJ{Mc||1JoDE&*Y3xLk@+BS)c`a zuS-U_peFx=TrMb;C9W~E%CH^VXSoj(T$Xp7qq{JyN4NV&v(6XeahD!MC}BV-#mZlCysZLAC*-4eoUu1s4sy((#&Fe<@D_y7I3Lp(k0fays( z%9*ume;^-Nm#CQ~b#jP!a7i)`cyUAsHAI2tx8=+d>Sm)m%Z`w(zs;; ziC5BO5vz|6bhMp8bwS|roN&iE_HjQw-0)l64Yro&|DyhRkDM&lD>H#< zmu6dTY=*e2TW_Z7eCY50#Br#^CJVtm+jx2E#&A;A?mb6)N`>6*r5~SXZU^l@+`r;P zC1uha{W`YQgs@x0oZuC1X&o)2gLGK%;I66uO%gpJ8 zvj<^XUhH3AJyg4C<8(#pfdDlmGobFPOjY}J*emF=4h&Q$JH;904>|S7gr#>hxVFP_ zG%_vBr_pu6kT*!Nf4Ml+8tVUM+4qDIWu|r@3km$!;I00Gk~(|~0Zuz@l9D@diroD{ z#+4wybU&K8TZry#hP^>>hx=S+Ry6C$ydLfbBn$o3=z*nU1%|p*p8O?kmwJ<`UQ0Pz zFJnP|-+YW8HPspYAt+UixQdlFXco1c!E{;e$qP0J5g zOX0hCc*^b-e_>*cr~65kbB-k5lvcxLlVu?z(+;0FoE~40^5l#snD+vuACqXk=c2r? zV_P_IjkMN>H%QWMbd5cUVcF2=3%_srfCgXm<7WcrmISj9zTuOhZ*VF^0q`3Q;a?x| z@e+QQ`S3UW_`jBj8r#!wi|hg&oKGiAXiWheqM12?3zrVFAOyd3`o!|uDXi@Cff!#Z zC23_@q6sC0Xugi07&qp4>t9)%;Pb!Rr6v^kfR7<*y3VmQ7 zFV69khh-d(gsj)8u%ikWwH9(tBYWX|XNF$Gqgl-pF?PjIA`olM$0Hl-_sSw|yTv{LBEDk_ z7gatSJT*dUvA-DEqnjM!q(ta-jjz|mZ6Z;U4i8}4nHw;3AN37bW%tz|!&*GGd7e>{ z4-4dT>^UY?|C+~28b3_``J9CjRgl9lX^7eYJ(eDhJ3Lb6DbBlid8T1DuN!OeT@tg) zvzN~)@9aH$=mX7)v|YXTdORWKX-;>-hldeN=@G_Uh9|t>^8@qBqqg-r1NK^2?CCjm zx-CWh$Z5(-A{Z9yHDC*f23FI;%{R1u)MofJN=D`%{TYi0>AzNKEi++2pg-&EmCi zzSMR1#DVIIZeUbw$uRDrBw+QUE7hdQ-EIo=ke21&9GUKW2Qg5QyWR|r?5X+D_&*Hk zjkw4z?^vOHsnEykUeR{h_ELj!?O$q8o&8}1`7LdBW^@cua-3GD>p$T0Kj8B};PXG= z^FQG8Kj8B};PXG=^FQG8Kj8B};PXG=^FQG8Kj8B};PXG=^Z!SH&ntVCyA57jp8qH8 z={4+G8rBsqD4+;&e7ilTc5{C>*3tKmP;DLk&U*c-9CGH>MM>QyG_lMTp@Cq~es&~$ zz^xK^*xN@lN6m?V`3ioXaRj-@5hdmp$9t9AyiA+K{-^o+BW&{wXi049f|?Etpw^Oq zxTH822ynDu@18GMl*&Fgx- z5=O!#nX=wI7}6h^&+WX~V{;i)6?%W;ivQ=(Ma$pRrd>|%*_XMUAN8R~oC)G{W|Cz6 zJG#3{0n#0&i-5Kg6LI=0Dvs^=^Q)!zHNGc*$U8Zk;N`sg^j=8oOJhFVaGR-;f1C03 zGc##E6La)Zl=v=2?4HOS65Yi+g9*V1i8q5QFN&@`^9-B{&`wt7C(8F6`a}u9Di+yAoIWm_S1-!MSlLt+7P$CVUWR?E6Gy&#e`6_s2m*(Q6zQx{mgY^BE%FpvC6bi^W?+mct5;x>9h2y_>QgEfQ zVFINrxRA%cvHD}g;mTMJ>__%3%FNl}rR=?=gSqNzrto4!lYnp-p{ZC&Q13Jb^z$P$7v(Xkk3`Vs9swcP zTHKc&tBzHzwtf{G(3iD_UA1Mm;E0d;30f1ObU{i!^yxs9aL|svwc416yXM_tz7q=C z+m#=mrZ^Jc=qUd|FU}8M88Bp7reMqJ@y!OX^l0jTPc^bi6k&^uqW2pORA0n&6h%ip zGaJ_?GX^+>AA@glrAhZaB-WV%Sw}v6Q(#dF7Po_N9%)+Ao46&a8$EDr=c*?kq3dj$ z@x47iBXZ=o)XXe(4E=-68?r^T|0~2EJLiU9r)P*+vH-I(y&T9iO!Jl^UaK8}1^!H{ z9(uj9R8hV6@k?(QD)E5+nk1z@!!cq}Yd75e zVKgq`jOs)_iOy)+2Muw_MeyS|J+I$s|S-Dj1qBVcTlsm2}L!8ep!()MH=H7 zAGx%DP@`PAzzvTlcrY{w0ZUfw;$mqYPg?Q#Bd}D}i1#uC6rz&6RbLnKQBj+#I9%AN zNCg-jh@kJ6zS=*Y)QQ_7YlH|ry(>~i=1t4QQPsTg1 z>Sp;n%H5pw%gi>WRq7a$ztc+O8<(L!1DBIyIc_?8wHN(_BJzq}Ud;gwa!(ME1o0Zn z4Hv?TDV{jS5F$X?1TNxbj~If4EVitwfZ<3pN8#GjN{+YlG zk(3IVWIyGqk82-{jegGgqVYy;Rp4i{s%OQ=sZcFwr2X`&+`wnJrjR&GWU1|N>3Y(A zMWplcP+LIt6di|MN(KIV9kP%VwE#r*aMIdR@%eH!i~Z$VFM_%od44my+|O$|ZK?{h zr1Rg0i|>mW`~R@p02pdr6@1E8l;^a>+xoS%w0T<3Cf^N3<2SU<{%t^u`d(3iy4E)p zqQ;XEOTPV``9nRQV^So{wH9-QCPmmJksA4}tdZx`a4Mh0!bek+@#`StMYiDd*pz!J z8XFP!FirZnWo5 zPZhzE>f+IwEfa_i-By0{4Cytyk`)c=!p~Y}4I>-`8=E620tv7vOaFF+?^@lfWo7-n zofuzs{W;1u>fC}B^#{?Q6^ntG*5_Z!!Fb}f=%k+b3)Pwd9l^eWtW6KYf>EB*t{dPFZC$7c|X`qkRoKmjHG~_nPSsTK{ zZTc0(e5XGqm*cC(ZiIj?f$@F;u8n?2gCWf7@8#oL>4O>RrxZa6l;VI6Kz+EtTZ^HDk|cQN3d?MjF623gH)vYHbj z^+Ty~L%f3Tqflv?QPs_@M-^-yK;D=}*Y?$(_a4ehv{tLLg|bX|$a#2hDbsFvYUqDY z#Z11>uU@i*7omjHD2N3>&0B490F!fFgB!9K*QQQ-AMh7rkQJ??PwF}YuXS)-%gwo8 zt1}UnJvdm%uE^Q#f;-ybKfk}%>gLTzI1^XgwH9LU6p+i)xkoW4GH)VNP7%?CvyEMb zY8`8NsQ>1HHuuX#KfbFG%v4_@5h(p@p_&7!bdVO`xl#hI$b8zkJKMrjox}UE&~Sl@ zLG((9Uz@)X^L3c^`vF)tJ2P4LM5$NTo=V_00;xcT@Mx;bU6>?n0hllOHIP>Ln8G5< z`-o@h_*7d-@kaR4cStDd2)oGw{7IhzJK>P_nBM1?)P~{HVlcBkuEajNePEN zvO#!+^4db?b}r6?K58qzmK@}JaeR9jzjOxeJA-BgdKFBzh2J_3ap&Gr=vm9vF43$U zgLm<6fbqtaA_f!p42RJNK<9+hk^hF6kFpN4{}+n+u0u@T2Ud2REiO;F9;VxGFVi`+ z@6p51kGQ>$ruS#>_J&Owi4U!xl{JprUO09g_bOYy4IrPVVNEhy3Fdz>-!IO15f}It z=ExkD=j0fS#i9^$(jghHJ;m7)ai~o`ac79(U96X(laWjtnneARl0>eEVSMs`w)2%V ztIshgz}(w3#AuO^$LCQ{Gy35MUo+8#gD=BZ<|BsOYT_MnB?ByQkonfuoRf4y+T-E zb-$mB!rQf^9_HX|Bdt%X$0u8|TFIVQ><(Mrf-ix5k9#3N)7zVwP!J-0!_MU_=vi5D zAyi4=oNa{7`G>)A`Ly22=wGE$RdLox*r=*BRMFtm?}|W?;sl0XH8^y!^%a1^GBPWh zEks%URd2DZuZw-GWN}zSOWX+(ce2c-GtYL ztKr=)Gk@wB^P82Ed@p%IRx_L zT})^A?;xR=5iwjo#(p>{wMjC_7+*;8^F+e5ED$lUW%;JSx>xYF?mbmXu2=!l$)MDq zTaNiRJcTIIpbInaPCr1Ao*AD^q|7g^eWh>hS@RRo!R~KdES-It(|jfPxw8Q=zke+m zPg}(4%?Rr=kS=Hs#pqejr5VKYT6}BO7@ItnA+0uOLR!4HIx0+O%ZqmL<{!y?`lGov zh{>irl1GNroa@=;)aUIcFwrt$XE8gt>G@@9RtfZ-D}td}^;T!m;Fy+W8G~vV3+?jY z>F>Ijh}F-YE8M&=Clor;i~#-uGdHEWHvWW-ZxxP6vCl}}=TuP4HX6Cl=9Is-;ALU8 zGN?b$IsbKlK#VjydpeC3NaUv=Sp;fDT6ZxTMi0`0?Dp`Q@JbYLh@w~*TCh~Vjd3y2 z?e)(ILzQ`A1arD3RUt*`W_q{g7^20mwsww>+8g%8|Z`dLDKpcA-Dnos3z(1 z)+PF)rcnJ!Sgq#`EegRtK}7Ese2FwJJy>KWR+~vDCNN>(1w=UiFMuC|>~8hn1b+U0 zg?rFMp%i*8nt#4)c@zCP(;ZkH(S~F(K$Wf;qaJCI2dQ_J;0?#XeT0cJYg?nMlEcH_ zQ)S%`ia$i`{QS9__?MhC5*CPh4UFTrt8UmtcT)gM;nx0E*}a)%C@eS7 zYfC=u2(OaHIrv%=*PWt?6d{2Uq`+cMPDgPhaE`@Uq+U9&B4glMa(!TUeUNG@8@`m> zUMK{ra_Xj?6S`bF^(>uTp#RYe-;$wI3NKw?RO_@q&huwrXdz?4CptI^V>dm)R*qs} zBTsanjV@XjK>j|`UpIlf@@J(_zD~QJZ0z~DuKBn37;R@;Ns-{@Z2V~y6Vqrz+S+pq zq|foaQ}~*Lo$h~-`7WM%CnR$es81_u$L3!|?(33me^j0Q^DjH}(?j%n=o5s|HL3rO ze$PS~!%DK{^f5$~K+e$F^UxBMybJuh)q*rVO@bwsU;n9AMvLcFijRx` z@A!T}TGWy9KefOij?rm$i)H`v^0&&@C|nn^B-IbC)w~)`dfH1x$&vjSsD5tpr4tD6 z%8y`x9CRaxIu5+z4Q!hep-X}^cDPmj0|BrOg#nPwnZSkb&`T9NGnW`obifO%Vx$cm zW#x6QmRvUb`cX5Q{AykmbG)pC6cy(AIke&CRiix^TXSpm#kMo!dY^Ke-Q4O`Ls$_L zg{3bK4^lY}57W5J?T6beay1?O0)4bD>J7G1rk*PEGchL!cBjwj;>{dL*RVlZ>~wlg+uOThvChMUfRGVtwy zzXdG|j_YfeN@i>lLCoebT%*rYQEa>Ib*#bpj8(>Rv@pLD!K_(0x+-5<`0o7%Zy zLQ4}Qs`^Pyr>!&Na!~Mx-@iY%>c=4$3$Xz!2yLw4?E3%Bz!zMJCuL0R{#Ni3`~CJa znQP;34aMcjs6&aGyiDRCvs; zW|PM7U#a%^|Bq@9f;4frAR#YNt(bj^@8%mdj3s%OMS2;7hhajOV`ST?rM)nY)pGD zV25?%j_%3hZ%y!!Bf61`h?YvVRc;NZaH&f5KYi;29H#Q2tnXE&bW@1g7n^dRtvtcL zxGTZxHG}h8tonypJdnQTq#exSB%SWw8H#GdV*hhBPdf6rfLXnK#?TgVmLZH`J2Z{K z7rc<4Im(S-Ng2i{V3_G^_5)ggbwHP2HvP>fp*{Obqv1UC=go9T_4RZ}%=MK! zf17HcrOTNM7*y0DoL*|qJ|zyPJo-0G9+~35!{kYFBq=wPy0Qw4T@4)+lx!Oz2y6eM zAUzGgZ|Co}G75WcKzUaTB*!4m$z45acuR#I~ow_gVutEudvK+T&ShCxD?FQ$XS&wr)X2oUpvat*%un+NmQaHC0W&t+Yo zHpslZbFJBFC(iOt|GY5tLxYL-u3fo}R+;W0wPuNi72IvXi&v#$rUfF9@aL2PH^D~> zIpn&qIVovZzqH}Tsk8w#Piu3%w7jG;;wi)RUAyveN|*-lw$!TZWV-bIhQ#$+&llG( z1~MC?b$dC(z%LY~5@og4bd#e(RdN_3E(?(>s=NT=N#zkwewcEquBu)pOP-F)%Q-8! z7;8h7_@6aRWvQL$FdvLs|4bvX9yv*j}0| zt7flFvQp+$L8G78Q8(7cnU z`=4hn#ZD~o5@j@VJ&WoLlp2FUv&q3mWu=F{VTT$`7i#LA5;HZW&q+iQ1d!@nauqc) zwGZ*A@dY%gD#w~y7>V%`KN{@Z*VR3L>AU_1b6>(99Hmaj=G0VGwdB)ZceW;2wzuOdhHvD*oB5)Y5 z8)HWlIgR9OPkHByJ{^#`jom-QD^B_RMo|+Licochv`g^nzup{u{}+|K2PA}pO~XFo z-uKR14BLwXjxIRl@1#^!9C$`+@CH3z+(H`rXP8A5`zFHJPOxz#Wpvlg^?1 zG67I$m;5yri1O%XeT4lQL*)8xQ;XUj8!~g*4JdnSuq?mp8a+HTTNMJ>-updEc7w2_ z*`#wN4ro-}XFS66?9S@`jW$4XbLF!e{q%J!=;;eY{!XK~kAI879tqN8F0`U^XuOQ- zD65O~IF0Rtu*Htnawfyia}Q2dBy&zpRDF0HqhpCJ-OD>m=@4wgaFs_z!~u zM_)yChg#0Usrin61#XEeKC6v}JN37fFgjyp1hAh_?BclgH3xs6hQ;lRd4K(gBq~OE z_seeGfc6gYwFV0oHh$WDu8x}>61_mvX`1Q(S`Dy|fYcgr-1~mtp1Z4wk-bCTMsK|u zD?&sqZdzl`;zREoX5_pS!-|(0(ceZFh^eAxyhHJR!n{EO#h^cOPyz{?W1$?O#>3&j zkUo(R^O-I`?8P3+E1@G=z(}Xs1LI%R=kB`oWJ8!}Z|wNk^wgbUFB@lcH=sIi{jnR1 zQ$Htr-R^Ja-wQwX{qL`X9xEEdxGsqI#CLv*+X#-tUHE!eep$mv!|_i@DtFn+a1k2C z0Kf_95eYex;*oJR`(NlVQ8)feo9;I5^Es6ORaZaK4Z#i3-H^+0u<%;|4Ync0N#eTO zh!3epcU5inp!YJW&zjUt_vDeC@;T8j)NO)CKewX*VKk^%Wh70NINLn!nba4`>o@Dt z89U@J$E~PSH5XLSaeS{>MwK118!^THnvy0u?6XjZvg%tiKaepfm*tV!G265<9ITYv z>3)4Okelg;BIHN7Hn%al!)A;z}-)-@4E_0*Sj2t|$sn7q(T z?de|B?K_#TfP6mRpdR)`;bn)Q4%26kjlP5cHTmSX-#-j_#TQ9>4~4Wd+~$|G?E+W7 z;woMR>)K`M>;QRpkRAL5Ss(Q{yQIle!GCG8OgnnLuM(RFojwIv@5(wDy)bq$#!g+v z1RsVx2YK<+etTW{^kVkVwkr?~jH0?*lXV;e7jtH*hdzfsB|h-nhu?7m5h2(QAExB@ zeY6%0AnS6XQ#@NpaeyQ=P!HB6x?rw8na35<;w8?O!4A1=2ICbau>8KQZpccsI& zi}^hAYSuEYVI=Z2fdj#MkODBBVxCox-_;aAiKivHP+H{RzJe?d$F*4!>`xT8ZlT_U zH~IBV<={4E&~PgaRAvRWlIY$sv$*M|CGSPlCSV$UPdWB6wyN`kL(u(n@*StER7L>S z3CBNUr%-gRmGRqV%BOtE^B<(*s^DTmBv3cMzN*_bk8X zH-N8fXKp5xM$af`WCKn*SBVcn6sCGyz~IU;a3LNeu^%l7xOQ?!Ah}rMJDXPW{w*CO zL*{|9n{OBEpZ=5QFMkE$-D9t8{ZGUpU z*E277r%7z;LuR@6zJktbGoZ0NgT1>9K@Z%D=lWN+I9Zl1RSM&fMRJ!r29mpI=}FZg z%7q-I7Hx`_6XJ@fQ;`wM4bMP}6EJX9g|T#x!NsdEN-8w^a3*CjLsFQuG%s5)>u0dU zUBeJj$sU1AgvyYY%UhWsyO5?Vw=}`9d50=Sh(zd=dmLbpe-&HqHF_Is7CgC(3O&2@7J^F4(C)lxYHo&O0EDIHBrI(XLr* zPsPi#QDsKawD5Fz&U1)Ukp8|MR$pa^pTFij&UcwfdFqdUap*&Ft_1mA$|=q+QO1_1 zU99a3MgGx|Nm4p_>W%MDj&hFd5vAKhGPxDam*BfOAkKy0th~_FLP=f7WuD8g=wM#V zE4#p1DUFF}nXcsHR@v4eiwULvrj#@9KZ2Dx##DMb-)kcnbgWXj)tz}gLTxsZpN^*D zM;5Wm_RL(?4`p^wv7IYnd<%UJc?abG+=^FGh>6bgUd2{O#cq0BoS*P#En4gFF$j_k z7v4*2{2qgbG&TlDwHOPJ5KrGsFnDfOMP+8u`EXOh9?jf5<1{nGcsn!iI+ZD&!B#H+ zONl2PSYPvFoJjrupUBg(K{>f(<2;Z-+L2sVP*=L~OpbTf$3pV%p9NU^Kb=uT1`d#X zolcYib5ckNVlm9DHwlkqRO~5$vp?>~qaSxBNf_JGjZ}JjhckwfMJ|Pp5NX6y*0Vi( z@<+07cyr&;8Q*={Ew~pBU9==)d!(x=hvhhJ+T0A_)Mhpo3|3dZ2)<6zWV#@G`7c@k zlVhST<0+jtH}+)?yY5Y}&jW}da%;N;wG|IVlaEa^Ef@X@_jDY>0WVFZ%k_>n}Bmo&L` zsWyMTeLlu7_X>KI{ExgpyH^HhDC;(OpmT3-`sBM?c23a~-Ee8El}oOFOxE|CVmo z2J#ObL90rQu^}2ufK0~17z*xAXPZX`ki|zqxP@-!S3z9`Cmyq4dPu=BP<9wgFli{( zP8;Wvc%_kT1VpBW+VQ}l(gsnHa4(X%U%6dg6X-=9 zH9R};by`jHfqBj^2fF|bDV z$g=U&d%Bg4uW|~|v|ptqt6P66%nJ7;T6EcCc_i54ez4*bty8$Jc9>g#3gTKa*r*RD zgLl9KtUWUK2A5o0FXKG`ZP%vR-!5C*gULX7b6hN2EgO-bd#gUe0JE0s34D<7`KpMm zm(tGg)jT&}XV<-VTSryPb<^a_5Pi1K*&x_}!qM(!HS%&eqh<_}Otz)Ya`}9rGylB* z*l?|=un^aJUEtQ?IEWg#{#2J7>>~pGS}=v$#qHCfdEHU5Wu4QM_>nA{(oMUSYzrC; zB5*zKU*huyTr2@eY`refl79Ucq<=Se63NIU)NwPb0((6iH0XLx-|Eyo8cdD`zTQ8B?Dq`X!MuVG?+WYo ziZZqa?Hu9VZC0LfT>49$tjC`Z0y?jwmKHjmf(BIBUvCHxih?Jt z>RuE-F9ofEQH3g1ZUMxLE<0r7aOigEnn>hEbM1rFoCZr9>?*ouY|6~rz~|)=4m2#> z)!A(;7znmuUnY8Zsl6U;FG}oc@`8+Plu0#TKjGI+@;~G8y+Yb4*|IBMn$3Hz<8|6g zUR0pDNsOP>!C=?s-Ba;1IJN}4KJTHfXt4LvOA7DdV1ca{I1FxCuLrR{Tq4O?_u_lK z9U~(^qgT9*cGJ%rv}9lOuqmEBJ!O_s06h?xf*YkUv^RBDj+wR^ikLmEYjlLmuCj5~ zBSF0OceAhP%UGwf4^3USXifdMl1-vb@*3{Impf`~rgrubQMR%rr}xQI=1oxxj(g!# zALkz9V|vGc8|?h&&QbA}eE)p#uIAkMmrX#Ys38*pC52gesEY}-cWT;Bs*lfWjUbzqK0pzZz(@7ko>%oQ6X5`QhcR0Sh0TWL~tvAQH7LEg`Ons z<`qVJ2Hr1wA4}kq3Lg(Hu?pVI9K%(w)!q64AHDzSeQnShGV}KB!7Wd5Pu&$p$RmaW z0fD)Vz>fi~3LSLe7C9pK8Kp%yHNntxpV}E?KiSPpmY&OLpso7NRy|*%U0tu%8vVo? zQ%hIrocG-b{>GD&KvO%%v4RWi95wAs{Z*UmAic|0cQLvzx#w2671*cq=+R ztl4DRCjcI{G_PFC9?F{(ZZ|+b`GNH^Ycf%BkH=tb(Pv^P=s8$%voo(i8@_l>nOS+G zF%onO5LH-+Tu`{2YPvjp@#E(J-h{F%kZ?u7?sr5U8`EF>w6`qp27PD~;j;`8q;rF; z0*;q3%E`{q>o$wS#N;e!92p#H(E3!Huu000ELwgxdr?{eBd~Q7>Abje$}-AO{>XYw z_v-KwW_JGC$@i${?D))Ttjjw_u`dFo+u|y6y2I@?Ll<=sAmk2rHkN&%U)?%#ghlY zDUXO#-!tP$3%wvkW~qH=+emnyl+O^vWbEmw{CF+VKpSxT2;}I*5(Q!L# zmHF|?7tA!KVD{1p0~b!7Xtcn^05QHfqkuAl31Nt&+M}q|F3@mg%*wkgThZ#OLQuoa zQ=}W{^IFajnf>atBK(FtM{(74<&VhitpJ;9f}Mxn!4wz|MfLft{jlAW=2P?o$ojfn zU)b(+xX89e5hCSg2x+R*1Kcb^9x@0r0DgdF1b4A)-&Q|CdEnptMg^SGu5`Dpi3+Zh zx~?4T=kTel1i9*2bWaS*;OW}=bue~mj-`)h6a;YkOw2qWvs59veoHpA-J%abNzuEIF&!RSf2F`jUxRss7|$vQnWjpE>~>FLybe^(=00ys1Go zIO+RB{&k*AAzU8qLSaXW!cI+7mrWgXK9>zH0bg@s6H$mj*-nnH3xt+8=r)Ji{9oJ z5k{H8ToSM;itXFoE^<{EnAY892)0i0inr88+K2XAY-Lu1kr-H8H15@Yd&6EzyX2eC zqiuC%nxJzz>s{@wR;RUVY&*h8fLz7kj$hHNQZR@8VzkeEH?NCJ7r<6E0~Ukd3qo({ zmtr6rlO$6Qz{_OCFi|zw+yhS;=|^u0Fvl{!$LIU1_Pak08Rj^A!({+WK(oI`OT4Y)5b8nDn@rPbr;*()q7`rqrUpftdWTxT=%U}z9p+WPkB@6pIyU6dm#b-6b`>M9vh?@>g zhT^f0%=7gnk8R~ihXSh3hYK)K=C#B*PkYyf2Arhe(`A4`%YCBvqi)qr$?Cv;@enLW z!86A|z)l{>-t-_ZPb}3=49ME9)J@R-m_)G9jGTQBl)IUpf2F?GybPp8U1vmZk) zJy3Opnys?81+xGumYW;rU_UBDI~)m1+jCqcNVXcyyp`ZF!H?c+;EiCg=C%C2&CY1@ z;G+ffj4%!2pab`CIMQ}7klnH2^P~U2FvD_by@a8L$^}~B_W$r z*WsPmJ~9tL_o&2$Pmo8b)!#{cN9y+6_l&;I5Vz&Bf^KnZ+#(dWX{li}D4DmUaC+AgUNhhG z^s?Nl+OolFUSvQ1P3ZJke?hlKIsp=h!U;~s@Veb4*Mkjw^O!DfN0N*fjba{B^}*Fz z#QXUU&4rN^)POwsRzcgi^GfIrabx_0s|_<44HB6d2%iu@*>1MZ1+MBlYQJ-B2-rN;|riP+%o$LNCo&gy}mp0iW^P9AO%J0ic%V@7(AlZlM{J!KN=D2`D{jgRf z*yz3+Niy-DEeug)kpR0Kkj@p+Yk~`^>u=h#0H-TU)(ctS=$#%N;6%DGhHObE^uF-o zT~`C)^G;`pXT8FqLHyDmQPzC#KL(h3N?m^FCD=D5*V)656|RYgOUg&|Fa-F>>l=?= zwnEX+W)#pg*L6s%KmP|Wc`tM*&8D1)qLO(myYjt`V*)I$2K$WuCh)9D8(lx*(cx9~-AA{e@)4@ay2d%(Nd!QaIr_eZX5qF|ZR) zsye!)t5!eso^`-0J{cJ>oeYZ{sp16fwD!}UAY5D0E};phw4(vSpbYGxFQzYaH^@&Z zuVUkTu01Z>U#EjJinnUndxVG4eL{rdgH6}To#gs1Z$W#VG=IFuMOF6eFml|S96BPm zS)dH5il(|*u11a@kA}Tzo{?9Q5dg(wg|DGrZ!&&y1A`__bxB&jttYS8y%XRH)Q?%a zbI@czOJ?4Wb&rFHNDK$JzFkjgrP-aiQ^M=2E~*ahXMIY8@jdk^#{YmS9Wu8}aY7JY zd;z@y#{lFmP9PZs0;;64d9;Wx`L$t>QIrACmOACbXfi_XZ=>JEZnhlM+s;ks;$BkY zU#s0cRBkjV==V2u_etwkY?(th)1q6N{Qa#tD1;vCDJ2R(_=lizzm?)Uv zy81d*33=s=u~hCL5v2&SzlIL?iTyfiQf4mU)|aw>_xLN3tP4@8#6sSf?m z{^_sykC^C`S;68VD!mZIzkcKxfw@>tT%9lT0YmH) zfSWE|C5?1RTG}aL3imqyc2*SJVY`EY5f>Ft{X;GyF#lxrd-T}XsFMsvxgx4IBf-o> z3~ao)^dyu%(@m}@B&1r#eN#o^aoL(#g@pJ$3AXq|BZ?nm>SI4V(-p^RS0czIYLQnu zbkjedtA20vQO8mej$Y!bLstBlTCUov+iB3KpudXkrWv(+%tZ3AKb^ur-kcPp zxsg$C{^zsHp!5p$io)!``0&oaw`0r7_~fXse)fk(31+5WSQE4AP1)qfe`I+i_J4Vl z{X<5lZv^sVYO)C;Z}5TCbCdR~xTFUj1%Hq(1TYHq`QB0M3b7STv&)BA^X@k@TW3wl z5IR~;)$(f@fw+)NLXL~3WSZhdw|&dq)vao1E84iEzfaUNVlC0fJj4=zbtAsRP}UYK zUqPUm|LXTHFMFKLu@?Lx-y)yTs!ID&lIX-D|38pdX?fa8vqjNet8Hh5ntu&11B&8dvo3zZs9OG{; z9xqVxHh-&#YqL0wZqiy?VS*E>{{olZZHV%?<3WX#(2ns&)yzLQmhJN3w|{oq3^F6(7HVz+C~C<;mGEA;toY7&6iX{(P1= zR_Un$m$RS3lYhZHtt|yDwDD1AZye^H(H+I8Z8f5zoc9He2UmnifatTuA2??}5joD< z7D5j)dNYZncg9G3lqY4^9mGG~iTOzfL=Xkk?_tNH#5`{)dgw(xWwmfq)9axxQ6`Ko zvkSEejnKVcR!mbIlCJsqU=-r59>omJL>K~t}5CLT7OfNq)krNX=Rd{=(9OpuBN_Mwg$|E1OJuO}wUtv* z?1m(|Qs}K@Al1V2QA0J-Xydng#5wO{Zib~JU54ySMzoHZ4xF56q)ak$26+{=uFh~s zf^@%8kN*wY_mn zjd@px{MF!nXcWDKGMo!G>)(vTF=NQdLhID&#Vg@2X(C2R)fma-kkl-8L8o)_!y_hv z9>zfnbY&FS3{fzz6}$lkSNl zK?#-J&)3WC;0%8)S+E^hlGx#7d96u01-7&P7+iWu9h=Myu| zjZR{;b)XvAXsYn=Z5DnbiCG7$r^SdZK}gk|?O|q|kQ6*GiI>prm5Z8mlXi+v2@@J) zWD~@UhyhN#DX~!>beyHLI`il@v7ryZFH!d!Khl+;M=kXVk`9Ylf*=@C7dRcadO1qc zOcq$<C%O&B7^B}Ef}!@Tzvc0T};4;maZu5pv6$=@|6e%sNoI?p!ejf;$zqi9XzVTp7)XS)>uPPZE$NCyJT0GOn$!j zq&{~NFR?J|JsLj)DFJ##rjvq8aMKbx%OXElqzS7BEUWxnvWo$e3G2yVu@A$sTi}cu z5+rQtZ++PN+dwOA23SuWaK(jJHIt;TotwOXaJz!Fk4(`M6hrC9Mg{~em!+y>1;;JB zx-FcTU!pZcdPg4OIr+GYdp|5Ail{n2ajFM*ZF* zcU$!)AXAY37J+!7yvf<9P&+NtrS0@A_PAyijiw2wm5)1sZTA>ac*FuH7-dRlPj7+N zTsA~Tb^k^paK)e8+pRo@iK5Xzu^r~o zyZy;Zi3LQG0Al>-%BKu^3Ep|-Xa-^2WKTaWBTZ!^2v2pxob2J`+X4vg3cgGAWKYW# zm@x!QMHn%dq!z_a$m_ar;Q5X6h+i{tNYt(byD@c>Qv8AD;a04K+ry1~?`O*sttN=A>!Cl(%qcLb_vfra26_5(1j%-PmQjB#m?O6jF z^%%Dcb<#n!n$hq4w_-ZaHc$gSkHGXl|A4X7vtk|EsW~^ z*&!W76SFiJ8B}NQ<}x!g=fJ5AIuc51DmXMHc!{>I@Uir3DCa)3);gYUP;af=kbNfT zq=)n)0%aWsJxO{CiT1~EI^Pr=FxNX*vqf`Sg!B!xj@ePNDkPcNeey)Io{sr0zoWvc z!gSj(|7EmRr7;O$jn82B+ZTAJ`!jy*M4+{fCoz$}h1#35JEoF8h`T|VpU>+8I_7+F zDrWuJ+y_&Evt&d_n#BQ-YypnKIqwjgn`~HxSqTp0yW@Sz%B;`uye}-=;!UtyszedR zvVII^q7)Q`3Fzbh1kInA%31M%;qUebvZi>Dc!UsYrF}7eN+f6A%yzUOLRd?i&KcY( zwvijKT+Q--Hf}NSPtWFLO+V8k5W!y@VzMNs!==w-eZ3@uf{V|RtZVZ+fEb;UOWFBK`aH<(EV1B7jmEtNfL~=4Xx6}5>1%*aW)e*g3jjt87-lZ zo0N-jSm{ctY`c!r;RTZU1xUr54R;fdXYzL$K((mod$M6t?B63;~M%abwF~K}&AXY{BV)mr_ykeAJpD57*p; zQw%Z#g8b*>$w`7TC(RfRot^=A3~_(^IsD52$IUV$t6%}qO;imI0TQjr`H6sKy9||x z*Aq?M1b%7v>t3uaLd)n={8lVN;p?JC7hKncy*A@UZZ}znQr<-^hNo{725~D45xENU zY_uJfX^x$f}6Fg$;JXfneW#`02P+GgzYV6jE1@Zb$gEytcg}IGmTP zhkCat_F9g9>IX;HZAPADf9t~*#L`ROz4gu4ns)xSt-(=eyEReQ%{QW2_x-3%u&~fh zD|%%c^;W@8SJZ@#i1{+qlZK@~qP=#2{Vi0}*?c+DQ4@qEwdwElF_xQuDCbQ^vm;yV z1JIFvR_^x3pkLAe8FyBEW-k&B3D|T=#BR-5xdl3r0uSRkEcDNNc@Ve(#yP<0Kd0{| zz{bhNz<6{%)ae&R^a-6D@@cvHe@fEP?KtP;GVF4I!RT&y zX*x#JFKi5FiJ@kbU*jKV;9o61hKS#?vUw@KnOOVGz4iVe<}h8t!ck}#`ejn{SaTJt zJ>u&s?%zHr&FW@cl3NCv=Quoj`sQQPHY?Z6)|bn*&+eBCHwxNU3LG;q?buept||XVY6fTW z+gA_ zMULX`ez@J=_ufCV*~yn|c4uOnOtK<`K0mx6J;8SrdTa2Zfkn?B5p@Tq#6Z@&whM8E zABrNs2U?%$&hYd@uc<7}>|f5EU#Jv*c%56Abv&^%JRbDN!66*%x2{X)Vb?FA=#elX zXMc_Uhi&4_^APvQ1n99#DU^`)86}|xXmp&Vbrceng z3HiXVAnD-a?bG|S+L)!`D1$5ce4)Z7g8^m?D6`rMWw|U2qRVh@!fa(-G4u&=$Y=Q` zvPt;L!F?QVpG1HqAcbufNqdF^q9=$wN;=ShQO(b$R2ZhHjB{8KV<5X`mz+1&e=M@96|X8%6|W|p4j;6c9?^snnU#;ue>Z%g zJkR>2eG+Po4Zbz_o(o&BdqU~tE$`l}b5k=d!Rwn81$rtCTkVHhv-ABD!}>KSKj^(c zOEfm5V!ntG7xpchFuQ2O-eAqZ7HFM-X1X1@Cr1|-9Ygr%tFv&meL3HAOyuyeY!a>? z`YgFO3T(zBKemlHGwDToKje5(h8z##Qz4N>|jbIdtK1H5^sm5>+&RcxFLi@9v(L zlc@|#xEt+kjy$}!FAw0-8>DNwc3_s0U!HI0XL%_`)4spuBWkW_Udka;{VSNS$s_Jq z>F1@C)T zwvBd~m^kg6t(6X@?UsV=G((;8p4&Iu1gzStjJ7=W3B{xsvX7GRhg;-Ej=X9okIlwx z3<)iFN|=`2Z4c%2XJpzO{R6ar(9q&Myt(MBA^Cp2-oJlbaOoYl=R}@ETRw4_jSG$1 zEbr`EFn;sH?oRGGD+Ov~PSucdw?OlQMuddWPYfKVL;>!4S0wy>_~m8s>qp?;9f25_ z4??D^NEJZ!FmF^6KB6e$Y3t8R@Qf+bGJ5{={r&w5anKzuo4-0RAZPZ{N%g^>^~d@I z`^DwcDR&3$(CB%K-o?`c(e9_$Qd<-7e{>1|v%&5ki`pHuK6QNmq!A!OHFUoA&$_?f zhCkx$-Qe~eDg`8cqvi516*6x3R3A4kG;`xAmJNZbE*0 zR*vKWEW6DKl`yCB1XDd$L^0s&^TJXm2IS&Nf1_NIreC3d{rK8Z^&sNf#BYyH8BaI> zLS_&@|qo@T8cx-{n<|NCD-badbV^w?gX<{`DI<^Q-JP$eoBGCmP zSB%OL)_gbaTryG$;yO~fgt_t|M2OS!CPY1UNKBX;d8FX(WQ1fxX#`jedTU^hB)%yj zLh>>>ely|)hoD&>C6W+=FXjoSXqYG|wLCSt$~1zdM9y1+)=Y%G!6$OWLT}Wd3WWS= zat4zEZ=!#YI|ziBKMj=Vk%H+V$-vlx=nzzG)@1%cjDNL+LHhrMfpY&K@xNLgq!wg} zJZ}<2vWaC(>WOn&XI#;D=}!OAg^O7DK#cUC#>AM5Hnd8stgd`$(>QE$CO>-E#n)Vr z2vHQgKd*5Fv31-LVDt-0Qe!)P6Met-gb})#MUNNemHiK({{up@)Y#`CD18^g68|#G zn4z050Z69cb+L_9#DKU!TZ31cKq|C*d?XQKd`d*HHUjYL#xPx zgz^IpL3!N=!v6LWiRQpYtZSgQ&juLKsK6X7t^n2r8)Kx_c%GVLnvKt>_dJNvEP=jc z1}*&!6wXEAK9|<|X^lSZ+~g^}9 zD955wVC&Z2;f@cGOOcMh4^&zv?upT{8GQID=DOAGXf)>R864qRB3aB1ew6D$us1-Q zJhUqT-;<-9UPnh=yZ_^r*^VOq{jOg?O;e5LoHC)!MyspuXS&{f{5p>gtMID%dG=h8 z-BmB`zmAb_1$5=sK0q zk9W9jC=wnIp@c{M;}2Rb^{Y9)=}sM}G4Q8o+MPM#;v=w@f$X-DVE+ zR|78k6W1W5Az^p<%L((jDT)YR8dSf(q1A`=>iO7h#Y;7t$Cu8*Q2lLrGWECHj0?Yl zK=0v*mYH{5SE z`fQZ*6Po&55IFD-^ruceV1OV@lme^9EEboV9m8cNBk424wy#n(Wv6C#zLe;X;~$nZ zFZ0Q4O`obQ|GbU{Jk>+Lk65P+F}~!j(s%2499V|Mt3ketLqa8IW4XkqF`Wze);!|x z^_X3Y{}5ZS$y=VqTEpuU~&|$`>njj9HzTlX zAegn{fPNaeHVh%9{{i7R%^UL@W?W8Gn$Os?6whT>^hLf{U@e;OSjPqf+Vg^_J_VvcDU*TMZ4X@R zL7PxWcif`(+HYeMX%AP;(d6pg>Wzvga&NT9jzB%;AKnD_>^r{3n+$|Io}WXot6Umf zEh9wtv%u#>VnB<0|LAfTifzgV=QBiu6uVt8o*SvfJi7M*N7h8#g0k}|S^!6A4t08m zeNaRZpI;M;2u*g)kUz?mHT4uVaG%NHJP7V>)Wx;$GBSQ?X7cc6WO()$n+l6G@s>8ISv~KO><#kHqvlm;Lc83wX z&%$`~rXB0gS=h0V3RPF-w_^d3qK=>%1b_UFj}@GiABl(1BrozM&KgDUJcSJ3N-zdU zn(yN4n>=@^Q^=3Hrm zSjeVXM_Y!ySlT2da9T#;DP}IwuCuP8dtln)AJ^9CbS}Ru%fD~LXbI4}n5DsYs@Y?* zd!)P=qBVNI@}Q^E;5pn6`%FlA_aKrHYESr+bo-WDEu6J*O~>!2(dQpw=NCeR%6con z#!W4D5Z-)>F_zAgk-rV%F`R94_Mv5dIN-THapvmJ_2P+)iIyEN~R`6IV+Me~|B%vyQP!#brH^3-&Cen3vS z>8E()mdiM`YUXk4%G>WwM3v7j0Ws3n7>C*eGnbN=*fJkgJH5920kfncq; zZYmT!j%Vezs?G zjq)e$Zy1(v+E7<&nNI~o9^AkGV9>jemmMswH2Q}832xmYBDcC>@|=4gvuQqK-0$nL z+L#-Qg|O9eC0jStd3E@m(Sd>C!Fh^Mwu!|9d5Q_~g>wE{L?Vg%NKG0T zMeSTCiu9Ec^E=K4Ee0>Vd+WuU`Bnajs8FbuV)EM{%IX*696KK4UIF^$ZQ#PaS3|G6 zr6BK5Rv`skl7jE9lTfklj!sOWAFL;M_(Xo%F;QeY!SD9h+59OCpi!>N7Z0e;opEU- zcpHM&0L5cQ5=;RAoiH#JglquFvyAw9(HQ+kk-uWsHe;g=wK`)n65Y;$@V=v;q~#62 zVZ@!_MjJ)7Gxantn}5kC2>P1w7%|-OmE(^VgD&e}`@<&>a6=J}uMCAsm$fDSsIb_M zl6~%~^Sl)UyE3J^HDxdOH)k3(FcUCY13kzI_?v*Fd>js;0zQySo?B?K@)NQOcN&a7S%!%us>U+VHPYh* zy;HxNi(k)A*Y&v=QEZ4=F;tL`G;iB#`UoH^qJNlUuB6B9@elzu73v~krryz;#DoJ+ z&?tWr*UCunUzW_MIK7Y*jP@&}Kl2p_q_V88)ct)7x$iET7l%ghAelP+G8mr{Gp--W zLr1WzjYQZh87G0_Pp9CA_0pr%#*ks!(*(*B9dh)a5-;}d1nA%hVxFLhX1f2~q{K3z zWNt|jr9v=tZN@z)MD!#aA*h{UM!-hc!L&fQ2rZ>SP?*B+DKhn|9JI7f^`sA~V0I4d znI~=y>uExOB5uI?*%6iXw=8jyRj{N@DE61x&+(p_9fM(*OG%hrP0QB#;o{!qXg&dChH(p9o})#3;d zVAI7hqv8-|v=0SlX4HX?uRnmE(ce$bUZf5=ygkzGd#!HnP7& zOGJH`@1+|@KV}p(o1KpeybIT&_y_$R- zCk}H;J|(I;3<%n6!?|)5&=&jW-H1~*&!J=61fWp)R0E%>nhb>XK~iDiNr(B1s(=1( zwHaCH5qp^LY<@cuSs3RuSm4ac^(4RXzM(TJcW{^|Q|ubl_=l85cxV^N=F(H$`1hcY z`d7n<{TAuh6j@o~VIx!ko`(id(TJK9BB?R?+mOuUVpPebbWpZ zezYGRKG){-7{y>U-4w=&p?Lhj#gt}1Nmx*GHt(%lHm6uPd{Cj~_e_~GzoFwLoG|We zcHysA;?^~GcbMv@f0=hC*okUsu7a~ z##+*)crZD*^}HXe*R;2D2R?fRfq)55cRqoXzQ+~239Kq)kHmk2Q^XAhFt~p|-b7>Y zDsiLa<@mrl05#v|{6IP|`~KiFwohqXN+;e}KEy9p%FPX7LXkLqnJayHQ_eVvMv=Ka zYE;|e+2_N~>f5WOalJgjqTjXMzmKWi_m_wBz8(36XD?3$Rl%lVgkcIiyA4iJcjR_} zZqiJ7zfUI4*YD+`wVBkJJgVxO0xa4%I0SUFRhbS1Jz52g ziin9MXUG4NHV=P!2kF1%0QGzRNa_=n4b7dhP4Avb7zOtd<}plQ zXMfBEnNA~zkYK7f2-%p%FB_%9?MJKhlk}NB&1~eNC~a&Xh&zQm9GG$};+2Th=>74G zJMC_Cw|x5N?$G2`eEi8SYhoDSB{r}0iSXHp+$gXVH!%85qsikNBq0UEJ6VR;F&|~J z>831_q0ndq88>x_#jhqHg&tAtk`_Voqql*6Tzm*-A^}%gHW|wG_v_=EZDYfn!eJhP zIL=+ay6eKzy5mD0RB;d5O0m*_cJ*(ssw}TkyRzaIu>5d>DV>GA5w;K#5P#+NpjXFl z-TcBh;=%@2hTP(8eQRMv+w}|FT7R`d?UzJ5md+9HO z`S?DW8pYaSN_|6XnafQOX)QwaKf-ae?ag&#{g+Sq8ltaPYdh1+vP{c1>uwN5_YiEl zl+U`J$Dn6#laXCL2sX>IFNMa!uWz|WO-pKs@iPqK zwOuxKl9pe#bP|(ZHoc_lT*W_c&D8GN9?#T1lSop`-RK2)Os~m@ac_f)t$-PJxz+P; zv_dA+b%w`h>E8x5r;ami{7ybI_w-ihI!dp4oTxk&$ktIATj@Ul$lxrQ#s#_BRFGQa zW?kKD8OqKPzJG}_=B?F{GkL}%8+MZg0`WyS7`>X8P+HmZ5mKNy4%M~^VWtU@y&dD5DZQm6 z{_t@vhT~JI-)lkqlqrOw;7eCw+H;~T{|ox|A@`<%9a+Dhp{AhS3{*4xguJ^gwYr>g z_WhD(LS1{gPjZ2=;yfMEcG;n3WdQf;RHfm~yp-oWG7ZOjqfqSX|0L6e>Lr8^Bh@}E zAh0&~RZDBNPu$=UPE3_xqjr?}?t^aeZTNAjAqh_1#_i5wc$KRHyGzdf8fyE=s zzgFiBek}pVGHq4MWW>0)Hh-^dvh6|3b36b2molklK`%4xu+v~U(3+yg%9TzDDY&B* z4F&4h(Kmm6g>~9`%iLs6cgWDQ>^nGq&b;yBgKXRxO5FSwSI?J6ssVKT zwu6Cw&dZS!(~6OLIx7%Aem2wt&uP$?&wO!t!-qYp211sa583}My$Vo$&Hdo91nWRa|`Z<@z64r^?x3;v0RB8V-g6=I<^AR9xLD+T+ z2+?#vf9f*c%vkMto6f6YD9ymoq_~IckKL_l{gcj1iNv|-t9t%J6X8-|3+_3^b>cy^ z0%gC+i58J;vL4?Q=O^JDl;=1!gUd zC%fLK5SPTe`!@L*6|y7NrQ|C8$WkyiABk^bhspN#Jw|*Y?_MXF=93|uqCB-!6x7WsG>`CYRn*;p!)08jpF1dCdiK?DtE5$*HayuLvf>IrY2_@tsAata4mggIIk$Hnlit5nJ!1$X!I|$x+ znR5K{W;(u>a1T8FrsTFGr^@2W91VE>r8oc&$)8Z5XEA={Z$IT;@6 z5O!0Qr1H)||G!UZU#-ema9k?14X8gtgGa9S#8vI~tg{xNNzw4u`+Tv9 z@rwIHn|zbIcsTO$U(}lu^GjUJUwCt<{sP$MUZRFzAv7^=^4ume8)vlFi$DE;#?}G_&;T%jI@0^G^F%n(~A! zXYG39#Qk#Z&&Yv=i>D{l-qzLcP8`>PltoEddyhv`zM81q(Z|`n-tS@eZX#<%QegZn zoTtw(Vi?S7RMmRJrOomx9tRT*i< zjAlEPiiMr1QW7-Lg=puqgOX z#JIWmDaKgx2lz!#*}6CA1jyq5q0%>zD%mznr-4xI&1T~A3&dzf;r@81oLI)&pGy#- zz6H<4?@e9^sN~?)7Hm)70T1jnY;Ysa)2%)m&RH<#F0p>Ibbs@s{QJr+Y3p2$?AcaF zoNT>Rbvj9O$UQ4VeK8DxvZTA+C4qHt?J?P)gX_-f=TJ+)i0x-Mf)-!W(L<1<6KDCQ zK>wfTX?4vH)r1eB?0$_}R$cW&)VFTvO%y?Ru1h37?xzG6-7_;ZG zidtkTPFj|@ za%!5}w$;NeH;*7>R?xY6KJ)ZWf3!87=v1EzqR#%x+RTcgtwGtoz^V*fKduQ3KUc3u zS_FU9K_gW?u5H2e;OkrzkP+C@F&J&PmpC#M-+wTg8kD)7(N1BNQkVTC6o<_jswFKP;HIrNtBFARoyw>9Q}UVxvUc2nJL|8_^n-l3}9 zI+_2uxw(ew4N$A7se+`nDu#ZZEoH)u9Q7w|`>!*JmG*jzLx z?6uP>z05nHyOrVY2%I7_7FBLT_tDUcb2$DA-Cj-Dyc7j^mrOX2X(Fv>gtyYRm4pjy z?*lj&&8|t;ke(eR$m|NW{Cq0>d^eiAqN#pnC+fKS!mX%cRQBzCy;mH(MfJfnV0LGS z+85`(`u!Sylvh84I9RFkP7U>Afn+)@T*^OEAqBf=Y3s8G9)OuDi{z5%^m}|GRKNAZ z+ckXM$*0;ey>wzzv>?80wPR-7pSV+?*lWpx8tJDUC|)0Ii8g)@!wJRvMAP=u&RTPWW%u>XBnKh@K$%pM!y>TE>7lDDF=ZmgPdQ>$*BF8?(CELd_DdtoSJfzf!GrVmJR8bH zc0a3V)k!(M>-w^4WgSw}rK2FBOzFIik4FhetQgMbiM{y!_P8$eT4+eA_2ezfL=n4k)ol~oL11F9NqxcpI1zfKsm{k7+9tVRAswNsQZ3hDN|fINTl#kIs%E%dhkdlQ zx!V11^Ty`|+2m2$G+>~8^Cx>vb2M_mE693*xr!)MD#VBi);j&`DKQOm8SHoOjNBIA zX)t$NJ_PWqsG>HO%|%Q`$H>T+`z1#IJyR6W|$_`nP=KtI*H@pd!+kMpYqDAJXl`{x7HWVrhLG3Qcb>$1pUb5 zS&5z;nKHYzB&83V)>ThInMS2VzBIx1*(PL|kH3@*wWhWXkYL~`2K8APy{Q|6~faP`$0cUnm;&cpg~ zWM50+Cp5ZzGuPc+slo)(LKnn)vD}V*vZyNvvOJ`GL|pA<(`&}&wmS%U2V^FZMVY2 zZLP!Ct7wl+N@6BcINk?}2p;(Pk^9|gi;KxwzSz7+eQ!moTq=1>Na**A)W(Ft%C)W2 zR3NT90eNM8RK}p*lc60aziUJ_>80KXbQk35NR*1+2;NfFf=20@$7>9A8aqXj%n$Zb z3PN0WwI6RX>-|2jG-gZ2uV*kv98T*`KX=l?sz%&nji&uomIZK}s3Wf`?%GTrc3~x+ zlS&=@V`$N4=T8^ZmC;Xk9v@=Ftlysm8!}_8nOszGDcfpTWodsGNi?8YDS9=xuXzs7Jw5Pa5lbNGyoru{}0W>r`8qnFAiQtcz5^ec` z4^zL5AC_>hwDnVDR>7&jFV|LP%52KCO}G{Y7kvndCOFrSy67 zAwP&nS1h#kQ}QDJ>{UaxYVLc{XJvo;9wgsp?9})NHgmHy8q1qLWCYktry~QwPQ*^Y zIlK?c807o5z8R}J^LBLQ*BW9P^qihs)jE!_ZL%*;N$4+e8Vu!zA{E47EMUiK zS_Z>`^M@0{nQ>`#Y~{lsnSU2h5Op)V8`4ek#}3yJ(4@@3HbhGoKaK)|}_m0emO zdFLSzc_OH3Wr)r&;kOm)WF*ck~m{(g*C!;n+iaAyHdAieE`QNc+SMM|1;tu+6SfjaUn+365p|2`nC8yg^tz(2vR+UU+V;OECvZ(@ zJIh#~pWu!%hYN0Xe>sPRn{)=NCg(jU_g0~aw70mn=({|!_JIH7p;NV4=q&ucjr09P z?Gb^%p7-0h87&pp>X`b%#ClvxDYVHZ! z31SbyWk|yzM}2vuJZtEqo4OhKV0bSSKJu>P*?XNk$71MUaO#BlC>9n_j?y1VebuaM&@IK)iSG3T3 zcbZ1cbJCUef2G{5>4QpUEOIs3M5>3|N{(QZtq&xnOGZe2%D<8t#4${d`)nk1tt$9c z7u6b%B)Hc9pWO zdkKc(K{ZZrF)Mr5(8Gv!tpUv(Qt$2hp+mAKJ~6BdoTN__eSBxM&tb_H+A1unfjo0R z>BW=TOtE4-QK-zo57n^Uu`aOQ<2_jT6=(DAh9~r6x7N{7sKBNUDqN;L+>2!OG7EHq zt)iC#9_4!=^z>Xr#w=Lg9>TYIUA!ZRx@k>GonbOm?V_|!RsSC~9L?D7!{{z-{m_HO zroaOsT*2t}W1kR8S7kpuJwm)xnTQ%v@1rI82h*?{fq@88E-qJV#69sWa=5ew)hy9R zuq?orvJP@?A#vM>#-My7;*?*KnR;4s{_4}RFKd*}a6Raz=j7kD*A8fNd(bGB_m`b_ zn95VPN>1FI>GY zuvs0zt;(fTq<{?v31(QUG+y8jZcHsPYE544)1JppV%&xqYXF>36FTC$d!btkST-qh z-rj!P@g5#sE5t+gbM|e6zz3XiE6g;@T@k#~$zU!xSmNie3cto6wH1+jMc!0eEW2M! z8<&sx*3*owM$1e&VMGg4iAE2oc*YLeUoS4V@!Z%isqlt-&I*4Z>`(9jX{4~6xAK#j z1lMSCo6Nk9MFnL#?x2ng)M}jllp7Bb`}xStwh90!eLB*kH{Bzj7B(U+VNrL^IoWi4 zhLRhT;cPES8jCrzjhADqw>{sF>q&yxZdZV}Lgi91iL`X3-RNqA3MeARbd|o2uN|UA zf|C57-as384~HNv>=Gb+S+=O@znfSq3|eERoSFA>b{+X=Xgw}M`FY$3H+;3YDfC~K zWh1@BaybsY>(BJG+p!O^9cHX>g?Wcokb#DQBI7Q4aRCP*O9BT`kO7B41A&2o0RaIa z{WL`Y8PtERG;zNoyMoS2w0gMyO0w3rG5y{WkqgPEEsukw6J8|c+ZAG5KmESe z2qHQiWipjO=Wq{LUv7lYY-=m4Z@yVIv?sBN%#z@W^Hg5FG;HbUwO=VWJ&jTLsz zBPc4i>UESLE9;t$`eYc{p-m?T;<#@96ZAqotz68%=pIj%ODV5WB}$1eT{j~_S3;a< zIZmbPS}_z1Di_xLheM5opiFdR4vWtxg`JDqNe}$8W&OMb2n=rNMG#oIgr7;{l@=6H zM;Da{I+@|0in7-Uzr&jJ8^Az`7Q4>IF0St_xMB-wP9MoSF`JoHCCUB9=?0xfwG7_z zI)UB>ANpc>ZNq?L0X*pmxJ@PTV^m1N!=Xe+8nwpslhT1)~%6xwAo z9B_LVtm^)F=8O2FadS36j-JhF zzBB_5oUA!_Y;4C1Rpjgf$4m01d6)i8Z0%M-`%7kRC_X2|j?HBid{Tp(%%jv;;I?VP zZEhQ4?n2La8PGO(89v;mHwqUc@$jY=Eyir^+{IpN6(BJ@vqE z3mlA+oxX>5Tq!6A`QGsTB|$89O)!ArTYNKI!;cxs42fX&wtQJlU%ZA-E~^s@%Y5Q_ zQD5pK#foyzs^#hT=hvixrmqGf$iSLexm>jo0lxU~lLd3vaW$_y2z?K+VJb6vjtb1* z>O*Vd)d^o#w@A_C>AM7^h!{@%`ma|K`}zbiwp11+y7L`>?S%wFS?AZtf0H0p9Ck>UjbxV=& zn^v-@`gR`ku9_284y;z3#u3bxk7q22xg&RQ7%fFv$Re+zG_K+`!Y%FZU*+$8%FcZ{ zTD9M=-u5hB-_Bh3VuKZfMFmw7U585>QxL5gWKW)zSdD&dy22mvC9M~lrbnT+4$t}c zhZGG{XsbT@vWHbtq+gTfBt?JCp(=iu;xAaEB7FG8%3HAEbmG%Ecg1RZxQll`*WV%4 zz(D9c?iwk(%r`W=@ecM!?w*E%x!8jM0a=Fw`HS4m0%HC*a<`GKwY9kuowcLs|14{B zf`CfPZD{@9v-ba|p>Of}w$qGgeLvIW?ImfZ)MRt7LhGahNEYA|H10(YcfN3h)%T8B zg!Y-8RE31gxeYzxABzEvn_ z1;(fPs(l;^{;G0$+}RdexV88ga2@lcH=lJ012X0>m&0k?`* zsYD+*iM2I418HWPYDYH{q#t;7(K)IZs2{E-6}6IXGS$F}Bsx~dX@Ze_JLP?yis`x-C zMJd(*DP<*BNp^!?NX@v#F<+*hB|Y9Rg@~MUoYdzC@66=gP<+i0&VERv0wJcw_gaN3 z2~M0Yi|qx8${p~jmz~g9g0p95nHo3)iNsaHSRc9o>8Ho*$-|uGp`f^*;vi z;lnV}{Raa0g8$V3CI(Ue%K>a|V+?fr6EZMF&HpQ8*v{rrtNwS8@dX6bHp@fwuZHWN zAM1FD;9z24U;t*gchkE&g!6)eYrv}T)pUK2R~st0pBw=JlYp7AVbs*X#axZbyGl@F zZ=h8ERPTBC%RvSDTb1ump%wCKGNvp_0h;>Wh52dC`N7^nmCC#v2s25Kl4AiQ@pouO z97F<*I0Rab>Eu4Fc71X2~3`z9PPs=(;=)Rk91=1935;Omq4@9lMT+I7s|F@ z3N~r__>Z8Y;`d3o^KX(B%7ewdX4K!nn=@S?+lAxlcoRBRmV<%V` zlSOVuKQ2N~navix3Feut;U?&b_w7}2)dqr9n!vK`1;kYHT1L0yG+a2f0 zYnA?96|i#v()}Yr|BtHx0XP%+Uup4gOND=K$XW$p`$6rmR7cZDHPgwJ$f(bB$d=pJdTuT+iD*T}^E(=I3+=S~zLO%nn2K zotD|Y*57M~1FLj%cFYI5)S#E(6lm244IrjEa=kIo-mg3JGpYdO?GXY*&NpNLQV^T)U2X zXB;9udW>myVi9m4A#}cW;aZ_F4PYRD3^(YM?I&3Pf8GrT=1jb6{1| zf~~k3SFI{$lxMfyAOkJ!m-_NVNIxCJyKf6AQf^cpOrvBT%A53ynp)d;-$)F4-IOU1 z@oDQ`bAESVcH78=DxFkJ4*W7BIP=)g3yyC*;swUmiMAX+B4th01^n)C;?nT+TLN3; zwR)F2*rq%?JB;M_eB2K&X%lG=@|T@d<2~j%nGL#E)MZ> zfOp91wt%0p5dMuSkn7zEi)8(F-gHnfE01OgpF_A_`xv$6-O{d9^JN|<9s_w9lVmi5 zv+#8wp`i@0&!}8l0)JZIUmzsU2*M=VS6SCY`B_yBQ~b#Mg<>pii@}PnS$GpfPu~ke z=(VM6ezZxYKZ%ptNQ)kD9;cg&Ns4v@v#sQ~f!$tz$SjSr`Pp0FQ_|W50(%34e8+SLnW|n`B*(T>lET@?!8@OQUetI4H+t~tsza6lM%nKZXZ7Zi zu?ERM`_9P4%V%=95kkBhk#TosM^3&ie2O|<_^osk%_|*}pq@+iTib2|kI6+N*2Hw% z{=3|A5DQ!zc8KFKV}g6(uv9OHUKx^&4AlDF>B%@@N zv&)2*LRfYc4V83D$#kP62I+`*;|kwYyB5Lr$#h4&E9INyXEDVO&C@h?B(9H$$-xRElm%>7Rw`24 zIK)^RnfJ#!zp7Znr{DJJtD^zACipK$^!#42vtuU8`L)tZHLDdF5c}oBuit$t181ej zKMrNHf3srsP?dT$Ua=7f{K-1VV5pgdg3+(z|GT_|*9~0SldG{?#*M+NLjx}Aq&?_9 z2^YBdb;ltb>`>=Xj88UcNG*=;xCibtC{^BosuG5Rx`HHwV~nIiOfn5pi*G*F%va)X z1=5F8cOrT1x}vnhLgeWpCB8J~8O%5y?$+fq9XdS;{H2sZ*F_yfd22e-{#-0BRBaSe zA>BKOe5N+aA8$&J_Im{T75mlT4jqY<8X1Uf;HMAs8Qz{8Kpocxd73z;2z7ZDQD{g1 z(%n_#LNNQ4TtgGCvLbYBWe)4JN&hePemxXU+kE3dIW_+ky-p|Dg}Bfz_s6sQ1AK6$ z2y?0XoPa?^@HW8+ATRNtlj2o#vJ0P8PQ2(YM6pcvP*i3y*PAJj+fgPri35W&6PwC; zG208%R=*;9J}eGPFoahCHd%h*ia)(OMxg!ec0FC|+{q?cCK5deJXfH6{~GBPu4i*| zba`Lkmp7u+J_JsF<3Za5tfgl|>?64+?GBVlVLq7^b8fi_j~$khbj-0!sRBy8>(Z<$ zkd}*0qn_n^J)7aGxDZF5C$V)S$UFHj18RlH0)HZdy&Yj?seJR{3wCP}+;o!xg+4BG) z)hx2#c2lxQuE(WRjeU4*D5YH(Fnr7w4OoH>$s2@nZ^5ouZptqV#3~v?(ng2BDVa)M zPeKA=iGN;VC2-}mPJrU?L)UCn8%cpJQFg<*-JYFxR1{HBFA|VpQi%2`kHn1mf?>;n zap|zxtTaR+m6{ud=#@pfB!2(-%c?xEGXd|5ZG4o`;R}g^vyfEGB3>$bgJMY%c${@# zU56sQ@8Z-W1uth1>J=o0i1lp+Ot9%fbcpFr?4~BML_4yQI7Xcd|?FP`_ACq-Wv~)KrCz$P> z-7E`fa0OrDx}sB1!%CwuM4wz}w{k-zQ|!p|1FBWC2euZ;qa%Z9;2UxQXDjPiTq>JP zM{EryTXIkx%q=lh7l7D-HmpR&rfVC31UeHP@+q9$OT_|!= zzR>{P4rYU9GUos&9Rr#?UlfxAuO13s1aK3@kY+X>!#9g;1_l4xEu8(>A!Dj(ejv-m zTLd_j6BK+iVi931(*qyUqR=&)Ewu5}nE^8mZr*N`g1BJ}67x(XAQDfJ&9u6uL0z$v zER;yLlEyhHY$v~YIGuNU{d-^3{2L5v3eHfJ1y3^kXRuu}=C?aK>FwdHAMGx6({|%BmQk_;r=IT&gKteuV{ajAUdz-~ z8Ec?sEOlI0Q(BSRRH8Wa;9fOhX<{oWV;g~w zkN1tN3H<1eR5QQ(RugU+g(a_XlDl;)Lk=3`U+cDfHxQvy3a@828B}K6 z84Q9x9CZ*=yS2?8c~?GuyLno9j(w;gyS%;-M=1tWFAf>M=74E+-QpaKu4LA|!!F^m zWzBQ#>^Fgdr|8j+6k{oY&SvZ3v&))-i-+dNo6ZmBVi7+GG`&#N=Vje&r40=yv|XN$ zGS#ltKEr2=I*d{OIDJc|(M9*+THfr_)vZ^)6GubxH{HSuy+a>f>?rS~x5bjsF7Ay7 z__k4c`kIKyr(r1LuvG6+0vLIoM4sfF=}F2MY7WoQXOR1XSB^glyF&AKqxX-Z&Vce) zg`EZj@Rx<%0chgLUj{4#*1w&bfCYBybi<9>?N7G;uI+{a6$icnsj`QZ2$pl-Ih_dul)f+Mo;r)`O1FPm5 z)<_9f0p1ty5ubOt_oCllC%Il};S{MQJe%WZD(lkCnvuls%=2gHfWc0>Q|I;7b+I4M zd~2B`Y_T`Ylyim%>U`!dQqP_6WmKYS1yO~uJKT_3t zHILDb6euMn2;`~JF3*{?)K@T3Vz|?zN}TN!P>;|4AXgEN5Y{RlWf@@O%o*yPoJp$I z3h!RUDrPY^qeF1JEx-99n+jNCq^+aeM)xvlURw?fmQJ9hZq2@xPJUzh<+?VjRa=;8 zKl2^YGm5eVPfOjxdZYJ8nZGSLH!3U~1FzNwsNbw`W{aUl`U?j@>$u-fNLWrujB;zA+9tKsa9xPEg7bk)B;aukMhY~Fcq9Dk z6TQ9NUF=0%T@_>e1Vfw<0?3IV$*Srl3oB@raWW)n3>%WTa#HTi?-qPZ zJV+8^KNw|5myr*BR-UuZ);R+rg{AK_m%<0!(;N6k!O!jdD*x%~dV@{SM~UG!T_eA??-7J#6(wTl+|pxoS{RkUY<`ET0&QDiC?jYqXqPsq7t48z zSQ<$>MUw*=mm|ihOZ@yoo+Ye}LP>dP@k#MnJZp^K3mStMt`mgC%eJ9Y*VG}VII%S^F)Kc zm(yAb0%p)dn32_>9C7k8jKq_^)MaY`tS%_GHRs*d{fCOJTDoiRfdZk}-pfqi zApC-gn!G&Q7eh8%dxkz6#_PRWi?S4)BQiD1Wlm3qo}Ue=xSNF3-tSuBjqtQMR5Esi zS|>Ksnl+&}lR9#K8?7hI94@N-bzVmT`qZmide-=D4 z<5C;_Ryid}{`!2iwY%I%AHL?Rr~Ads_%z`80NME`4y1%SabPsUdO*YbZR?j?!uzy> zOZ(gRhwbMGj{SKCeSJ|ySIX9m?obta%WTwISAt52ALGI~5KByl1-8@IOnSeKhy6jl zY0;>1wXu{jc@_AYeu^RU<#PaOT`8a|iTdGBpr;3xY1A=RDoLCIeVHMoFUgQ){51I! zu`!XzQRZ%Tr~CHX!dLmRFrKhbGPJkWPaDd(FOor*e^5@pZW zmp|?Nc|@v|1v5~oe+ny`qoNPuGu+$=CJG{ce`l{Y70sO}N5tpUNWaaVJKU#CTnt@( z-4xMSa4cTeHk93X(A+kevTC8pg^;9EdSNp@Lp~vp=rCtBdkLqk?ju?OuFz;dfs9^i zSQ_D6_TIAIZd`jPtoU}{WHu!jPCY`v+S^e?z><63xJ0wRp(zc9B z4}@qF@gfb{K3;)#yQWsUz#$BNe409g2cA97l&k?VIEo}B>fUKWNm_lEh$VS9H1<=K z6m1B?AATS#R=(wXteuW>?sjpK%0w9~`YqIpjOhT3QlM$ zRm&VXn=h7%&Y-KSnGN-u5c*eALC)2v9ln~(lfO7cL3r5V4@Nn*Ggb%e&#A2NVq5sZ zG}BJ;5C|Tun&Qp;D}ZNkY4FCa2i*bE8kmOjBMKTiveE6QK?}n*a;;L9r!yh(xFLhV zx=fV&dy|T+y;b^Q!*wCzH$I2qrhzM)#%P~Z+;;5`v}JLJ4}MM&U=6$L!5l}Bs8Cj| zANxtjeo6TC0yV)Ct+{aX<2|M#HJlK}?#flj)HBS4XZ&u$Df5aWxb8GXkGCM*x#M*I zm9(3FwL8`A&6jy%^x&Apl>X>l24q=~-H|_htl!R$=4B;gnt&a7eRy1_-GC#H^*Qhh zp>(_tI84$u$HGJc-Z=a~f=PapyVJ>B44h7hD48;OuniJPS_kF?qN7qb=}j?2Bk) zZRt-2jRrU|6ZG$>@VC1FY6O!0?V*Quv z4l7$zM}|Mw1`a@LTPNVhwvv;x@qesADF1l}5F)nnzuy7m1p&R&UUvSgc>YCWNpa)S z;6ex?<9Aeh^wP}l%*e?4^m3mTwa8*ogEGbo**;^Lrq0C zvWYlJ3piRueo1^B!uL!u+fEfVP4nvy-kBKgTKo2?1BTVj zV-?3-I&t^H)5}RbEr9v_=OYI2GF%foABtIn{cmI_Mj!(h7qcNdz{H4^5n#m1!N~^T zU}iD-l@V6w7a@aF+D7!)ix^?ayj7 zgQwK+2N3${-1Hwqa6^Pg>nkyAb+ucGkT4kz4?jwhml|ql3p>OzW2gC|9F4$2j$f{~ z=q$Hcvt7}T>$lBW?@yauukGo*C40v$;fh+Sz+4s8DUq}bNIW(RJ}Dzvt6f6);7Bg~ zF{@x>RS0rE^vU?kS@m~w7m$;Ilih^Tn4QUliId6bBmJ6iF|o2683PPI>INf#9l*rK zWXR6W@~1ws|5QPIMS~XpWd*_h4TbS{^!eLe0Hp?*{m@5dct~D}k=aN=jq=aBF)2GD zGg3?|_i?D@_-`3my1gwhkgh~{@jrsa$}PXb@DV8L|CL}F88Waku^4^?%ZLNOVa&?P zY4|acfdD2ZV-~KDkql&K0&)RZO_=`-R;0{7C3-nYBa45P=y$guwf|1A{&p8YSzt%* z+(1_~PHk|T(NE9a;e_W%a*gxq#j9(N#Sy1w7U^PbmdmCDq%4$KW)L#49fTe5JOget zpIFxBCn9cj9LS>5vm!v~Ff_o!=)&9De(q=f2Ii-n9B_WSXuWj9<2t0a?}qYWc@l0C z%F~{&I}1#zs2Fp|sIOO`A8yW-Jp_38@X8K^+(RSdM~{tuxpJ=Kz9E~D98^$I57+u_YjF?tb8Oq<>LPZut^% zC=WeUC9e}ce0Jt5L;A$U$!Q>8=OA29Yr7cK$F1u!Kp?r#a(FpTq%et9u4;6eH7WB{2yry!R^+T%>2cj~L2AXQerHA_QFTyV=T{cjc@u-s%tz zYb8_dte8ky3V`v+LuFsjQic>$@lqm5DGBMuuJQch2O%i^V_ARXL9tP%+OIr&N&9CO z!df-~f;pntyVC4nkAqM#>GncsO_EDHN^)V1c48>D67a4}lI{_{NiVNSp z5=uk7D%-uQ$YBTg`p`;J6YvLP1b3%Cc&akmDq9&zh_P1MOW7p)3SU#O!U>CwH&%x; zIW=R2D6tB^d0i6P`=dc|#xxtR0!TN-3RVRimVivSxl&%(uoD|Jfk)zV4Xu<9myFUv z6Xx){YO>%(<#+PKgNRxPxOcUh9r!NeyWi%_&p!FE5bxn1H&?8F-M^Api5VB`$VjC9 zLBpQWsGdrN6TqKI`i0+%ChxSlm)LJl(7YO;3WfD|QnYYbn*_l+VagxEG&O&R%Us00 z_k*^$ENwGs<2ZKf`8vDnB(bx4>xjPu2iVtV;kAyz2AMhkn*C)>?nEZM!MQQdWKp+9 zGM4V**M7?8TnAN$Qj<5y41KM!j&>Y#0hQ5UO&UqY4f@I6=|)vTDzXs z?cL6X-1-`U0=OHp4w_-uC8U^riKC~VOKgaC*jU{Kc#90N#wbG_@zl^3rUHs_WAO&8 z&eiCqdT!vPzF&C>&&!Wqjun(w709s@#i3{&KaM^yzf07bk55Y@-jy< zRki{AaMIw?S|73Qm*Fyqz=wofT^1YzJKAdhbGq`vXm$;M3j+Xbpx0=YhIopwy?84`YP^~O_g+d z&`~#Bve3q^D>!W$9CCipbBa zPF3-ch%BF3#*;*_v)!z}gG3HOOfp`E!1BBjgUD}XTO2C{{uBxrrA4wiE96cK9vXe5 z5`mpZlo59$ktBOpGDzfx$e*5a*LE46BD;{%McT>I_|^sLF3JNK&+5;VYd_4#B_D)O zi*?UX6rygj;30a%p59#ayTk}M{G>;RQBibZrR|rcm9_HpMSDHgmGQmCly~s1mdq|s zK+by%!j02+_^H2?0_K#-DX24CSK~f*alDOS)406@dzz^2l@$gbMBK&fTyeW8y=uU& znJ~2bWTurIOUj`A*0)8(h<#IY*OVKFQ?nnDfRK?UHYLoFfsW}Y`@P;Vqn5}M22iDv+2L-tN5=7F9&4FHrwSk27FwFr3&Ip~X#Rr8MS z38e@VLUuzndaQ3o%@Khjh{u$)NAV(IW{Sf}h^a^1Wsjqs_9(Kl2dU7|WC9#IS;bN% z#kvWHE!OgWW#j}}h)oxJShi$us+7g1bjCPzNqGv`IroSzharE_4bQu|)F9!LC_wZx zbg>UVbgnjVpXFN0~&v@>2=pLtrnmhTvX zP-r26CFXkH#&QO3eEn0C+5&|&K%?4I#)7uZdAZN$TqVZeDQ{z(?(kM))it&K#uOdT z^;EfS!3q6aLn?_5e;y)f3f`RD8L6+otB6hjj6Sut`pTTkO_*D3X>1k3dP>KrWlqf; z{}h4(x49pGS^c$HZfi%6aq|Rg<$~Cn2=^Io$LswQQoKJwS?6mksrJIE&e~&q5T~z# z*>51!$#gVd_yrc4*olBPlikc8)F@OjPs9le0>bif{p;PNzl+!`h73$B#%vtMj4Z6| z>>pMD6Tp~--H_Fo1!!XQ;TsqO896u^flRD_Qe)XaQzL=4%fF;XO{}7=zeA0Gy9=O( zAQ}H#_P}Oc?k!ttiB^h@=dYleWR!1V3@KhfZ_S-|hmaIc)NuXucV}+=P5)%Lkc#OYA`MJm=t&u-uP0*ikpImE8 zoCH05=|nGoXq47+bjYz>PR|!BU5l<_Krzo=^rzErTLNMGlc0KsO3HX0xvK& z0J@4!Hy|{vhOYUQkdCZ}-=1pN#1&cxXJWmp3)HhD3B3fU`I{c%4ViXY+S*36N6sHM ztyac{Omnfym5w2QS50p#Vk$``Jvpjqbg!Tb*8!;ME}=7PXG~g8lKr?xLB3#?7$Z)G zjcb=Tg&o#SH8-(jcJm~%Q1>OWN4yd7O;IbTQXpDfIT_TvQmHT)C4kXH2aF2k-Fg0>NS0d>O51!oRN7;dt^b1nx1_dOhf9EBXdj z+wEj6ZJJSW(*bokIGnh>hRK3*LlUMripbJdQGdA>D6_D^Wk2a)KS(lX$EM=U3ygfZRPn+P8ME@h zV;+MM&GGzrQBKRxkBtX+s@eu2lftRf%R5bnd+@eR>F#)sSUa^6s4tChjl-cptyg3LDa33Dr>iIBV|@Hsh9cEtzDr z02+tL=TD^l(E!xS&UF1|Qm8}jGLDk%t|tPE&8zMe3fC^k0ZK5aFK@gx`kNZ|E5QQO zr>n=g8mm=LS_C7Pb~`1*hGbx~-3Oj$gRlP{!Ds?v)Iz!Y%4d%ppr8JM=XqLbCuMWw zEBJaMly}&zoHxIgz_78BNHD3>=33%z-XiSs%V*JfW5K%%Kk(cEOCaW2Go7MZ+PN8o zfIIQIg;L6!Um9hh=|1tjl+tfQpHVvgQe6TT?X6yPNZo(vWxvPx?Hvvk<_+@W<`w`J zLe399=B<2RC zlXd)KUN}BYBu#_HEKYq#y+bMcy;)-AwK)LnwdKT8haavkO;-q2yO()wRTGvVfk+1T zrppyRrrjE`I9^=VQnB4%;LQ?^{q4$1b#-%|tYZ&xQa)*Wgdpi;5Zw%8>|_nIWVM9Djbz}x%2sC8 z<7qMW3FTxtE82g`H-68WD#%{x(}IJ9kkGxyAQuQ9jnJ9C?3CHthVk3#gKT>5v6^3| z8G80zlmNtuZ##prmZ+Hu24&4IR{dQT2z(wQlMX0{ z0JFc+M#?>@&3zkr!xyFxy$Kop)(0sK#Ii8=rajRepsvv~1qZ2zrKOw1`z@jbQIMS*&<;WlLa!oA$Uj*&;3hyL@XY&Pgx*tv}zF;xmsA63R(pzR6DQ4B1Q%eabb6z@*%w zV^MYCbe7*y3-(p_++!X~yoS5FwI}QRp4L}>EZa%kbEJ;0ZuDL6>Ew+;Hv=y@4vroC zx{VXA`x;#yc!p0rOAM(XpFMS!S2%ACYJmsOFFoO_wP)zi^DaEGNwa$gl~Ge*}BmZBV1J-TV`))dJc*psQzS+vr~6b5(ne-{+x!({*?zYNay`*bq!=OXfX^ z=t2~-0^xOWM$jId=ktYB6qKoV`MM$dohmF##P$Q|13!RX@q{|ZeQSWqQ{0h7y}o2r zej}HlF~s!ktUojjH$4IZ(Lk}(YLq^|`)j~M0nc> zT`Jgf9WVxbB-h{f6}nV2yYLUzOe7i#viX2{^Zyl~XX0RBG5R1)4z`bd4NexO4?Eb9 z3&_UK$n@b0a{w7R4FR0YhK#KL1J4|o_sjh6u;$~53|gdkoz9rPtg1O`{#(3f!4?0rIM1ZzhL~E4Sb;{W%*$PTc_35nawUE--(gX zv1(WCUSk$+XC>0~j5;UoI~Q9sYcMkNwATcmCr6sW=|yxEsNjn1_shk|rGD;0*^1g& zoVik^%DIqVark(XG=q;fv(y=dgt8~Fr>XM`03%O&CDa4?jUNyC_vE2!d%6&mZGmN` zmUWIz`Mc3os(>)vFUz;o{|+^Y{|zBADDGmg7i-x_%QOr2eve`X7#w`x6(rG2jnh8{Yq5ZEd882nV1jh zGye}C_=i?00tZLEq!i&WQNtq#4cG4-kM?FJ;e5v3+F=zi^{(!-&dWX0v0C9e@hYXX z;2Ci}$>Y9gahW@5>bs*?2MmS;H!g}kFwXzO+FL-y*=*aQxVr`k?%KF(a0?RL-QC^Y z-Ccvb1a}A?T!OnxaC@EqKj*&l&e?b0?EChB9(2=#?xI#z*Zk(3Yb{gOj14}M`wy?( zdN+n?t@E>O(!{qszQwgl<#$TH`l6MKecKvdYd_%^8~0Oq>Utj=^d)kQ`+|(exYC(u zw~N9KM7_GhVj~_}_3(urmo|B)P^iLX{77Jc1*6JU3zMjaJEu&^4&BijGVn~?v@Lf! zVN+{`IR87+6!A&`B273X98(D98OVY3PnnoczoAwt zGbdsgs^y8O!|hU#Gaj2|TJUUmQG|@8562@5@q2P!siDvt4vC^`(?4zFZ5VcfE`C3h)*I#=InW%dcfP0tL@nR;Nro?Lr0n(mL@W+P>PSkbw;Q7~K|BV@ z6;4;c_{Tugw+WI4KqJcVg}us|l=}Y!G=V&@50^9$X#T%E@aV&T;ep?PJn;K}^1$!^ ziw8c^L_;O-^&9vUf$^f8KkDy|YMAdkXBJBT(K^$^1&m+QUn!sQ8lD~zH;WQfFDUvU zoUJ~AJav=wJsRBU%&Et)nRP#?6Xe99l?HF)!5-%d4{2yVz~Pje5~E=LRpq@pc{(1( zf6q^MtZarmlCxpO@E(aw-WXoYr>erFj#>Bgv-o z03{c4IYGY9FVf!aQa~po%<`yq#Y{*A;Tv^}QSM!AE(uK5<&)>N1}#o&jKAld!h^oog4yV*rZPm-z5a<~ppY*Zp&QeqtR zN(=EIeEEin0<*Sfq{=~;iG;UpooEDU`KCd@#=dPX*>QSr7VE>H-<_h(aXhICTnxw_ z4*_{#cCZpo9s5({o=XY`*0}R!?pl4zHK*^hV2;YmDsV`x1s^q$QIFs~fjsc88k`=a zWKy4OQv4T+5AmGkew&auDHf#|S6$V1e#j$uJ@6Cyv~z4Ow-JFd92z8^;YY5siG()% z>g&Y}4|m8x@E-F-glvbeQgD0a&=>?Pszc^^4&*WE1v`65^XjakdY`y=4~+6n7+SF^U-4;4Rw`bciYQG>J9 zN;QFl4VJ@u`XVGztCSKF|5++g9=Tm>0{lgU$M`P>IS{lw(_{o*^B{4O%3x2sDSKuu z&GPEH*DZ3{E%Xu*$ROWkHbaPu`CW1STmurw0S%^WV=g;%9h_Na0;XWRr}oy4J9B{( zDf;I({+R8x=WNg%|A{jje&ftcAkM`78)p*q@7Yk??EHl@Z~wxX8NYERhsuv}AkORn z;><6r>k{Q(xX#HtRRUVlhK@CF-mO-bzKtJiW`O#+4d@=xdXOKNJDzdh<7s~7KH}z$S)KO-cnVS92QgUmTa*V<@Zuk5rAd@?IIZkD` z#7^C5TA3Fc^37AW)cIV1BbC)d!jpozf#llYNvwQ}isYVlw1&kdwV>iIrwx@kcdy*< z(TDb}o@ky(AV&nXQsJcl>`CuVwA75#nL_cO>8}V9&XDI@ARaJ?Z=i^f7e`~04B~ie z(!~(c!qFBPsksfCOnjSqCKQbMa0`A02gQ#1?r70d?YBQ?ZUm%WNwfLHA>7lO$q&im zBhQtg9Y$n9pfAp6XeFLZnT6%U3D%LGrr*B^P3M1Bb8&@DUC%C zcFi?oI&wa~@e^-*AL@WasHSE_T(bfG>t&wM?r7(yhoU@a7Q4@l+4TE&0pErt_IE&p z3-K6~KysT;75s+Fi1gk;NnQ#%egjOWcb7~6;dHWK?!qVUH<0Br`51oHOTu{?4ROem1y-Vu{9C}lt2CZuQwlviAk)iUZ--_~;d z{lHN=BXY_Wd8U~C!T2T^z$h#dwMWb|U7vh%N48GV*uf)7Cy)x6zga0Y9ifHzOb zvnM5^B*v}d$}_xLC?;#XlEtWboafH6_Fh19?|DTQkox$-y~@3Ud)<8RI^C-#%~1oZ zBTriX>x66X9r@Vaj^0y}SGs}-ogtT@B9`z&9AwM^t)xZDjm9k^iJb;DfXS zb%5r7ixyx4U}WXw0-DO00ZhP(6F?Qf2xx|7F$NfMngCdh4OxJjhuPT3;~{{igP8mdT#OJ>9}$YEwj5Fyf8|PsG&ha z7qno~f(oW0#C#V@Qn?8%!yAuIY}d!W&3s+FDmUC|Xw1y%s9QL@RVUO3lRtWHxOs^bG85I18V{I#k6CC9S$Yxo~|W&d~xplKkcf5k=;?zbP1?*OwcGU42b9p#FaudWbi z2V@z2*GA&+(NqX6aL7DZVKZ2|RThEnpg3WvYu}eqpa@NHa0*7qAVJ-t2cx{*RZgjn zE(%IKNEo#%LHP*XxCgE`Ega>S1V=^ix~{_4Vy}5TkjejgshAp#+!-y7mx({-v4BDs z@3`5yjt3CiyD&|Chqw503+6j0VgGyEeB^H^`)vbE`=_B{1+n<22HXEgMzeKvqIb44 z(s%m5Onc)30bREVbo*z!GvFiU|oL}H)uu_qGY5WP6?ZvXH|y> z=aU`QjQwfXdeUZ}A~m518+`lsqID;J|aE32UqfSm(K5*Y!ES%8j8;D-}CGf<*rVKZdr zGGt`}uKT~$-+$>W7poTh{LiNQKMk;dJOt1VkWat`pB&322g!sY^7|C=@e@3|V#sH# z-Y!N=F*#*qydNeKk^6#~q@z6OqHWx#A5*#<-XpeGsU$^d93>jANI9P5CWcuR&y6o9 zj&QogGY@MfOtj08VFuv&A_UzI9?xk{9WC=p)s!7-cA+UKi)s@QqGG=vR zWjSqm?z$-^(U$oDIyHi-{<6$<a~8pF$mjdH*}hXJPPi^Phz8kB0!71Y!vcU)7{6Tps{MP=AqY z@N_UCw?tBCpbFkqhe)y%*Ni1W4r^UUzQe!0<;g94fsMuN%tZ@T{}(ls^{iRvml9-f zF>8ZgRC`8QE;{6-p@7Kg2O&%wWU^Mp_Eh|SsNvhx17XbEv5HSNN~vR5NHW&>&H5aR z=v1ap>lU^jPm2>2i>6?A1Z3^0(;d||BO^Ix&SbTJhozFL<^A^&lJsv0i-8HFi3tZY zy9qOkzM;O65fd|)5hptb3nz;)3n#M?GZT|BC#L}i*WX7x_TY7HChTje-dQFFtzy7W|mw)XA$3Q zj`@er$b5Xn>Pem{&xxm&4}<3w=T|j;Ho=Xh$?RwY=T54s%BtSC%Ce4p#jiiNHb4Kg z;i&z-f97!`26!Nuidj7^KxtR<>jR? zUuxxBlmw=|4yD7d)62v82W~f2DoZ3JC-aI1&WcD^>r;5+EOXqM-Cd_OSO+$?KCNJL zjr|oQcC09=q11)2+k|*!3aPd_>V=`pwwT#Mg?;Wc!H#&6BXy<;<0TK8%F6}B_qP{G zS3BR@#fH>oOyec8i7@4G8ub_rUmNEDNl!0zxu-bd@^zU3mCRao%{TkY;J-N7hhPCD z9?%U;Ic_24sRJt}-^MtE=iT7(irbHN<~;&DJUqWduvM_w$k{rRAIPa^MC)4PF+W0R zcUB$xvbbU z7+Lkix5=qt$SDk3p50}}R+Y0?l_?*6>#GsQuHslcbBW!S>8RP0Lfoc|SN<9a!J%3l zrA`<_r128!AQYZ4fyE()#U%4s!0Z@ap{MVt=X(WvK%LkWpJb_2w-N?#+_~i9DQx>i z$d+I3X~qaeHl$JwhnQ0SpLQXZAf-`*>Aaj*NTE3DEHq2 z<$mkG<$hY>2N@_bdf5;wF@Z=Zb=L8MXZ6NZ(Ptc3-tVPw2ciL?ieW%AE+sXa^sU7% z4OZ)Y(NusO6l!u`9IElx=z9t+VZ5pENQy#jxUXn~CFR)!sLwm$FLWVU%P*W(S@B^a z_lI%quD*Uwa&y5_$8hN%Xh1?<|A+ES|Xq4%i9jA0V-FH|>N2Q^*^N zhc&9gs>S4_L|Bp!NL@LS)}1z?la~-$evy{PK|jnX!gd#Q1}LA#saYmwC3Ac2Ut`E)SjBE9MwR@YVn(QRURoi7%fP5 zO6xRtB!s#(pXVygF%=>exs~KsWw8CaR!QvKO+q$JMEgY-4kuK- zyhtDoTW1Q*@nmxf%I1gND@vS#ldFnRirZ331s&d zuf^03q6*HA1wES%l^IkI>oN|?$aIzWaAl4YUPtL=$!j5HUo1#}q+MX^;H2dHBsvrW zwhMOl>EM>0x&~U{br)1W^l^~93~liN*e(eq{GjlK&(yjUsQqKy>fq{R@00k1k|4=e z&n#!{eUqr;Pi_0j3~jvLWRt(~1AubsbQ(BgC&{%$RO-g5JP38K=kqrw+nEmvv2RRK ztKV|pBmL&f6}=#mP=XJ%uKpnEoustcG_@tJsgsWN6v1u%*{c)H71@ z#g92N<>L+-(~jJ4Z;RIKh}Ys*A)q?9+nIvNY-dQ+)Qf=JCV;Vy8;xk8Ec3U&iGz+x zJ#^r5LbC!`XtZB$nXUW^1pWttpLC5?n@*rhLq*_m>hOrFbK~J9I+)8pN-K*-c&gWY z#bC>5xL)AQ>n?YcHKM1@0`+?U1I(xLvRc$T?!!H5W>;WZ|MFW9)PB!<|EM?DQZUvN zo^fu`Pi`?R)b zO?!2z*ZQuk;TQadWzouj*a*uy!u_39_XP}hhXMiSwa5f(fYpL4MOeL!4Yho2Cy<$F znITDN&D{xQ*VsOqewvrTW=+kXV)%1xycA`qFAslq)aOI9mxwNbw}Y|5ol#m3_lFlF z8G#&vt~B0Ue7PKfohk8&;nd+$%3n?|MqWXNrHn(rb{}?ucddsRRr-5PzQEAbl0+)a zJKw+)M6^8y$0kC}@s${s55hp4wSW#VW$%6X+GdmpwP~FWGobYYWW2@Vz`+k^h$2He z^T=pUc%Y&_flBPIJgHEnT0kOd-R%4AqUy=qh%uYReh{VKj7fPa?Krfyysag-9jsI= zp@7Y#)qzmu0g+L)j5SzME)CcnZ>gr{acdIZ293NpQSv@R}7x-KE#yUvlS*ByQ@>2>R5Z(X`QTOq@Uz5po6D|q9E;E!%7>j8Af{ne}H zN0KPgY5nwOCs(l4^|So-DK5OdDL#*(L=n|iZ%&3lNAG=c4mItyO|7s~<8|@oB6wxJ z@BL9f5KX<(E-_Gp@CRLi#>#*USo%j-kgC~ad8SQWO%HrMVQh$Bx|4Ue;lHu3FEaAM z8;}`({HN?NE{Od9yiRwpwJ>&KP_+J=WK@m&|6X7C6$=?9{=@4FLJ-jJyB&i61IYfb z*ZZmVGhwwEvujaFuk|~fvC{X5dX8|5`JL92W)_i|Ep;hg}`Ohn>sK?d|PO6S1X|n6%1-0?EPc(ZW)J9PbYuUyJ5% z+RCfAK3|u3uncs`leHPZH+$W^Sg}&=N;!IeG*Q>4!n?<6l$olo+;1nRmzlJjSxus< zI$9e!nxVPTuN}D6xO6gjEJxA5q_k;kvAJvM<|i1w-+o5-G!CR1rpU)Gk}?wMgn2`W zf*RXe1{wjjk!&a|bJU9aU96u0U3>Z+-kj}wTUM+@>RS%109o~f^I!88PgDcNRO50X zEReq9;^L=u<&|Z)DeR|BJ)wGE%gZOC0apAU8gSZoH4>6TI<4J^>07SR1Zb4MN6gk^ zHLb6G7>H9%!5rQ$4tXi@ITfCXCy;Nj8|^58QpORLwVUZl>N;fRmnP_z3vhV(CIE4if3bi=dr z1cyJLms=gwK)8G_f1J}*Lp^D#MTxB8X|t0pL|zL=oP_9) zIac`W?v%lTL`;Y{d4utHCK!)}Xp09MT)N$eJ9}|t&LC<>8ld$is?TCUc0ZUJhgex49nGxKRXF3RT)!2=s_0dfdE7zy|96q^W(qVdC|2 zTQ#&*>p(?#xw3&y+m;Ut0<~SIRg#P zRb(NJ!l1!I!CI=ZAj9*^%_3#Y|f?l|9Jl0Auo;8PHJL6DsyH5JhL) zOa3szXz$mYedi`4Zn%F6ESTaL%-VJJ>BAM?WSIVKJ9p8KW1kA&Rf$81pq}ffUqzIY zB$Ji(IlptgM9^m_r7g&nFedjYR=wuBjAWGH>BHp&7oYFDEzHBvdCtT4^pG?0Dzt$L zf6LR|UkZPW7FT~~0q6WTzE2QJjLC;GN;Bl#;AcBE$u1V5Q~6|JQrfHo-979y{ONa&SM(foaj(V#hN7A4 z7^>zuO6jm}jNlYp+%xtLS(Z0Tt~W4`YH;S;SF{Lbs1$==K0Pr@?OGJ>VM4~eW{8k> zNr8|*LSU*va<${Uu>>!%D`{J+j4Yzddt=~0{1ON|Ia~KcUyhT-{YYtEX!YRcx4O%m zq6MV7;nVm267}U1g=de;H%Bvj%&$QU$KCVG5l)J!PII`Z2C<&kQa*xk2N3};ScJQj zd9_B%Ly?1sbqbU~HNNIRwbqt7#snvha=fueDfZ=bgWn>)H_-2okO5mHwKZY24h!{u z6#(g%J+w>8aYbUaLXEdx+b~$>@;5-BFOQa=F8|d{V@1Azr zMU^k_GObM!?Lr!#MHD)~n~dp|PIoLygkJ(*`#u>Veh8UZgDjv&^Tobz(&usso2&8E zK;y?xWsVrPQSapCIpo-dc>{8*_R3&OLRM2PIJfJfTj*sHpEg$5+Yy6ucOeue{m;nG z$B6Q0te>z?hxiY*;!d*qen#!HDI+476ZwW-Lcyzkc`l)*lQm?;r^w8lyN%@X{JzZo zFc~?V%LGbr*V^1>-VTn@qeG}x2Y;gD2*Vwhyti+HZ>68^1K9<8OAlq2y^nqe!{Ex2 zPPpNr*b$#(kPTgKI4@jINUPm0&3R1_hag&6bVjX}(CD9)h#%GDQ$7qqs~UaFcbSqy zHR7?M(r$8VS{m9j{vjUAM&5*hcnjpaE}Eusw4Fy4ge@8g-?NkL3R^RKLo>ZBxFGL# z%^W7NN+!PLVw-M-unX@DxCXrQ?Bg%Zo-#^-k86zxWm6t6Ra=LbFRnMsN2%JIhhuQ@ z&?vv&mMoQ6h7rsBOQKolSc2(Lz8M}5+5r#`mK;V`mlQ$*gw4f~&&-THKwOLC zV_?rFfId){oA%|&i*;-IA@{IZ{>)Xox7~Hw7N@U)YN8=3Uq+FERPcKdvUhX!=foC z(0Xs-cYPwwanws~@9T6)B9gjHBT0FVLL@+4|Lzo-Z@I_A*N&1hymeThz45X0L8qMX z=oC_ekTIbIvZ5wxmi;|r&XDx?>X9DHtUN7?H8I(yEwo||LrNSmzR z?a~2opq`w17?O7azi}2*yVJ*M7!VL2tba$|7La#k12r?ubgINer9k{8M*9GbT!oS8jV@#8vW;FwNIDca$k@2D2O#X zv+VCE5Hj>T|NB&UE>1>61AS&TLoPN>022$VK2SDfW-&0}GzI{SSU8wDfK@A40Kobp ze?{S6BH*JvlW+ed3V%EVP2dad3q{Vt&d6fKWWZ!%#A?LK&T0T)1FmAANg23q4OoChDmd6UnYc{YP5#b^ zyZ-OZx&~kE{&BM|;PM5X;S&9miTmRrfHFc(KLLwXsI1zoilLmbbQ=h=z^E%lh<>-J z5JMI^27%OQlt?fAX1A~#u@IcFvm8u5N0 z4=k*^XzO1;S*#H-V_s{Pl@Z=|*1SB5G!=Mt@!0E3?mHe8VOz*LP^R60TEf2WP-HDW z-K&@#sTd44@xVzjR-(;3r885=($SbGm>gc2Nlx7=+pqkf;i7Oe{qC>6K>FGD?dp*T zhjRFnr}=AZA4PTPq^y-2%Wd~PDI>fbW2O}Z-Z+9OU5ixcNmFL(C?BJL#YXb_4RbW_ z0qr=+RO3xst3kFpiNwhh#ah3x-*QmQw*J^&^KAV6N5;GP4u^eiJVJewb zjFc9-3nBD$3;QwQS)lkA1hI{s%TYq!Ew?V$Hb#ACCS&F0a+GH4;LZZ0;_R{J(Le}8 zZirwm9kC6ywDyNW8o6@Ls%?8rLe(otQ3TOPAcV!FN&-O#fgm?eYFOzn6P?_=-y6a4 zNFSI3$Y!ub|L|syM_Zw$#5bNLg&PI5!L#9_wR!O#xN^<~pGE8h%;L+OMj*8h??9+F zp};FNLbb4C|IFd<(jS)dfC`~UELDjRZp9@98$HPg%#7)16~`;Lc69uV*r2dMTHWFB z%V~P!1`ru;kFFzU%b@EdL7*@?|MC)W1mGU1F`i%$e#gKBn=u)RMH;KORPl_|Nnc}v zm$E_#B=aoE-XLcW>esK$omCF7 zqC4}Qd4d130o#b|Q@Lc07~Le;9K{Za> zpOLDC)h~v#bu4hpnABtugOFr4^{Ip{kv!n@jsr%jB%P!3=NaU7hI>E?S+0p>z=wOO zN8LJz5CKx@gu`As&`ri*a%3xtqf+yPH(gf$ttpAbUt6rde@#)Hz7|DBnZ%ioej!D6 zfgMf^eY=Md`Ro|z;#y>A)t;U$STULZ6@a}g3>yu)7zsip-2YBSx?f-d=CQlM+T)RR zewY>=l|D^dR$W~KH;e4U>G%{PWZx8rzd8ylXyfcV*KG+2;1<%uS*aoCFl!I{pl`)>~0MM3_bG#EXr{t#gf{a6HmyMR`8Ep}d zEl68as!`c9Ytfrd zB10rIUtS0}nfwlFtO*O(<~r+;H)&z^yaDZ==EEY{9r+fP*c#Baiqz3rsP3?+l_IS3 z3hr6yT>JaPuvRt5V1)!$b_U-5|0k+5vodl3T~fd_Y8EC#6HcJJjTz`Q{9Oo&oeRKh zq;JH;Vgh^?@b^(G`>)i3GORU4{*x2qkB0z4D7e|}2I}-v$d+uhe$Tb)mO7~27m_(K zoovQZNW(lo{T0%L{ty-yAuqOOmtm(F6o+Y^nW}s#ca{7Xk|#;`X&={!i-ZrX0)`YKIoiIP(7AQ znx(Ae3j8ybx^`2{#l0!iNt)_*0b|aJ)^nfH%kDSd_bFd%(kD~jzNA6}c93r51J;jx3Wo3q#1?3R|;)T!s;gVnP)fZ0W7r+3%7 zzy?17;r;ViX1+!&58ETTet2`0sf8fn`^JEV&0AQoLoY}8bU_K*wtq!=KY(q zy_+*3h)>g{rR!ZO6CtD86HJ~s7!c>VFE2;_73TF%=tI^q4n@Y&AU&f7!B zNAI*Oj=O99XGq&wlFQ)3xSXeLT^9ANGCQkond9 za`66eq5G~^HidIs!UVLi`c!fzP|pFui1EaZEqS~Q!{Spvf_|agKTo+ zR@xYqpk<47^Z54k)ZrRccfa=!%*~^=`XA#To{p$Ly z*T5F1SyCg9t+sygG}HTR^5*J_HOTdBD&?j2g0U(s+3I8C>m-a#H{@yTeoaou-y&yc*w* zdI9eC8(-$m&W*5#EZkgItc&<5O0~^qna9_&y=?2};n$tpiR|Z9pa}NiT@3b|H@D>= zQW<5~ZGnk}?R<=H=jnwP>fXXb}%^8#>pw_J=BwG%X_`(UA$LlQ8t|wr}&q_R?H0;6@#zoENw->nymu^iCc=y1<&u+kukvhI0Aa-{zUZo9z z2vg5|KQEVEcWmctF}C>yl;)?Cwg5RUk7wDGidXQ_AlSWIcU*`Kiaijehg(=s-EV#r z_&Jgp3>;e+H8`u3d}?b$kGp8r3p+@mNJzCmhi`V=J@+`p59~HSLUcO*T>kMIj3oK$ zMSe)?iC$7KzY{tLiCywh9#kpvA+7UjW8I*E%q^Y!6gSn+w(`*!%6484!ehyRnEV#r zB^L^ce%u`Q8)e-5I_Tjr>wr-1=M3K;#vYyT0NCOPSd@z;=JrRJc>QS1dxXtjFpb5f z0gOIe`oar7;0#8i>&C?m#ZI5?+n9oG0zqOSxE zH&d|!ILCaS_QU~~vl&Z23pn7d$Vp(-d?kC~IWC&P0#@t4$lzk8+yKdeMc2p_cdw4!bfBG{lPc#;;rWL?TN|LYcz`xB2TH=a@j2N(op^4 zzNL`CA2hBT{w{7)kD8G(_tk{0Z+OOH29Czdrvnz}=24s|7V45xFqzu1OBD$!Ku2Ib z5^|YYF%(ZYUO!Oh_q+urK=!A6b~g5YZYbhTSE$JnA&^r@{m95@D<^Fn8Iix#?WmP|C@hpn|p`nnYq;MHFH{QEQ()3f8 zpvyke!-EmX`w1#RR03F*-JMG4*&!}Ylv}HbONj4}xoladeaB}s2fkZ1U;%lfwy1h3 z12#79`dQ)munIaEI%T-beAeH`vbQw}Zc6kn-%!}5h9U{|(GU8H4a^ZvC_aS4O^1>n z(9`)w^=hN|7wXzO-ma!MAvZpfSb6UX~p#6r$k*qjG_*iIQFtCeU?!3kZ$+4=4ei zD}n7vV=67X?eG1c)wsW_(xmQ5Z55u@EPW=Z11j=`{c{}0(5;L2=$VXGxQY_ z#Itva_Ki^;0PPX$c53h4E$g*dmEpkjm$yZh&rWa~5mPZ&Ov0b)BZCPWiV<_*-+LU+ z9eRs3Qye0}VFV-BpiFf;_I0LD203~$sTo`Mi&FxYc!_NhvgobWXRVWkO zcxg1A^ESBTgP9aQT%X#T_jUeyI!d@gjC+vbibkdZcl8pfpcEjYHvNtr9-AopZI! z3-T|RP@q3X4c(~TkR;u7!i|)`X(=W&F6)V@kwy(x`FffKzX&#Y-gTkcDkWn;neWXG zz9?~r9e6b-NBLvp@tW0MV1*d-hKX#J;aV@1f9Zv9b|8otesBd`;$lO^dxBdt#*Oav zH-+>BfkAGoc_sGf1@+F6rC%2XC?YOF3SP?N@bqp4DZ>PNNn|Y znuJQqlbMdu7T{;JUI%JjSV8@==&scnf9`a97!4wa`_A{)yCx~Xn>Qpwwga*=|2fEJ zCg65+mDv?mzxLs6F*6NLqYOTP2`P|SBc|hr$Y5y+s5Lnv;q_61jaPJPA%=A<#t17X z+W|VHKgCUgW)d^_R}>*xkZCWHA_;%%)QiSruKM}G>9&Y)K^**o&rK{IPSDOf(r`E~ z@iHYQPBm6!pZZ039qt9{unAN60N|Xuc8yeOPBn6g0sf-NY_S@FrgRc{(Y{j9@agyh ztHRb}a#bK?`-&*2DHB}iSWv(fDeM;Iw5RS2>1>LA_T`Ob$mN%2FnfR*a0c65S{)N zwAzwB2#ow%2q>2bRecna-qO=)iWYdTq{>2sacMs|5f-7Xi+#C4;W$QoYPI^l6mkZT zJE{2MlG5WZolPB5upq=H9s9!r>WWDV>`nK@!~tXsj9!G?IHYW?BM+OKvvEW^5L95F z$?iZW2aUO)cG#GU7{K@HWUduS6szF$QmrnupaVa^Ccn8=FZLj8h*ZrPo55Hb7(_BE zPt(z7wpcw&@~yS-kbmn#m)ZZigFuK888v-A^MRjX#UN48%5?;FmKjNl1R$X>Gighs zL+Y#>_83b-H9r2p5C8QCNEyHjLbF&Frlz|C@&qLARi*sX!KTLD2zBsD`$TEd&v?4z zy=GACu!QjRFyaDy3LHF?V}KliDsk#BKS2D$P*F4Y2Hko zi5z%}A2fwDx6Iz;hwl_^BszzR9%Cti$s`XlvCu`sr+cR@m$seJHTQ zWYR~VL{&_VS}4_>m7|RRqKAtaOnC!uZ=b|?kf6e$BAV=wf5lzaHt2@=WsG8iCGabR zT5-f+0d5r(8ch3M4H%bDZ;;u5ixdW^isykwYq);>lRGbv4t}Y4Z{cC`zTD9%m#}rw z37CKulx&ZLH%`37&4`doru$)*G}UCZi|^v`RJc zdG+(Qgu77CTFZLyStzZeHP9@;v{-$YC%@dYBZ!Bn^Z@Dqj10AF*Y-eNS-J)qaGDed z0uZv)+}SwOMF<49I;@0l&zBqM`>~D!!Gyf7wwM8EUTPI=uy3r@=#u|Fsi#%ajB7qh zGFEvB0cMgNAT3l91wtz+3ZnW;4@;ReLRQ%s*r8PFw4hyZz>fHCOz~yeXr5TfpKBRF2e62LW?nc5hos-L0K(?x)P6G`^`@TDw=X0kI zExRM?G{CigJgn*nr{0v*>css(V0h##1k%)V*<)yg=Hglsxz*NN?PhlyD-od@RdlV5 zQehYG*0*|z7bjI?kl`gH3BOR^%cLP02oQ4?%t}C^Vi=PkS!_+m8$moUuCeHl(T&h7 z&N1Sy(b8MM!NJxPCSIE@NDW;gaJ(YrD92e5LXkGCtY3stevJo1Y*nm#-FF_r-%kv7 zi{F{&(l;ck!{^yG8h7%4lK6mP@)Zs}HX}JUFJ`+%e*p0=-lr_GMXd6lCWw|{FWju+@h}n4*~w*H4T1d@;Dc>BsxFMUpHGL`%)`r#Dq!(cWT&QMROKPVPE(CD(PZLm%9=c z@+%Jbm7CUAnxV@@UwM$hOI^^q&7axR(6!LV6&&%D$&1!hO5GYGfH-2TqpO&S_4O6m zUNbiXWF|hVj>c}@(O-KlJ^iFa2ChqFVLyIhFvv}d@tn%jfTl+!@xzR4nFZy|ap0Lm zg61Ygsg|f2sqw>1S_Z`ouS(Xn3>lKws=>dhABlIw`-$&#n&j&>Cw!2|V>`kJo;bIDZGwS5q`A%W&kl_X93P&0L*?l`~h>;&=BU3w1Z)(I-3l;wEsa~(CSiS z_6!<47F=4%A1m+J46MeLlx$QPg}JMH`SeNxPSbWZ=TZb?kM|3rZWm<M}s^%Yp81R@o)g;$5fW2)Ymn1<7bWbTy{Y+JiqFFHPaIDm%mh2nGud~ab0EEOc5UX=~VEn~5b!ou(q4x;bab88aLsqa88gB9ur17D4( zV%jRdz$K27F&5Rl@PIf1(l2B%O6iv3G7rw7YDhiePnA+=sRYQJeHSCPd6Np?C?9Cj zXVQK^ZFAC!lCol=l=hkI$H>rwNquZ&K8&MgB)$uKuNsM6RsE@=31&*77%*nQlS*{z ziAo`1UQd=aV&nLdQqd}Jk`|hbL6V|~b|=TbUDF7W{h_JlgJ;~JcaTV(@JU__p?#0< z8ljJHrkSU#8lD6rKCboa>*dI;ZH7!Pqb2kFq$s?(Hk%=Dx+f08Zf`ja0!449TZ6d2 zE}MG62X7V0Leb7aqC4|Xn2g2!R@EH&w#vkk#3wkf0UW4rKbEv`&jF$#!P6`v&pLGI zH)cb+X^%1BJydw(sU!e2Mw;pvfB~v|5x+u{5u^YJUAo$q_L{me*?wzsl489mQ=7}a zT}?H6y}_tm1$IRfj5|Ki--h{Go)V@#+9uRJN>{+!ybZc`FBgQY8qnLZ+sG%6>Sx=H zcetCc6+uQ`B8Cq#M|q&717)s^A~O_jsg@*^vny$*Lgo4cb}8aeT$Bc9I!If%EFDbF zH1mr~ggjA|Y#*8m7h0w&aQRfM4quaYoMZ{};m8Z|$!Pd|GADV5>do4W-wzD!LUtekEuspcZH#_fxmL7JR(#i%h!<<5Q18SL{=6DH0^Z z%A~_weX*>XdT{)L1S~_VIF2j9C&&sc)QU#XLMGF&InPK?i=Dfp?~eY|?EP8W`;^!2 zypfEds*+311Ln0#Lt0-gdqzlImSSokkeot&6R-O#@#F=X6#?!Dgtb8s###O%@4EIA>Nre#yz2k(Ir}6112**J>iOV%bcMLEtF}wI_0AWj(-)i zzTydO6c{pLk#eFR7fW9I46Jf{jxsHBT)bc$*=~#@_1OsPNe*(38;&ljXZj;Wz}JyV zz?Y4B7O|f+D{xQE;grg?AYOFY2{b=^$WJ)a4^zPMrgGAWm1{ny{xqiy@cwcP7of-r z2`!RUf#fSk2#S%)mTbu_C(b4%vRjZ9O=`ozXciU2#vBNea;E?BvWBNl(ykq$X}f_w z@iDH1^U{0so$m6WJNei+vuv)m_bF15sIB}_81cfyrVOD6I`lMw#gRB{7>(P6>fusK zOClfqR(D>?%uhEV>HDBPIDo3MAc`KQf^$}>IKY0{{;RS$p#z*+pQ_Xxbpu?A--t@s zGRpu6?B#-0JfpF)!0xknb+zhFNz3S`}QkxNhApu9Bi>aBehB z=>=TY`d>+S?4Tc(;IwNgAo5!%r;+k;i+O2}t732hF4yWCqBN_}cjB;<{K02bOj^pw zqzs^Johix9HTp-Dh?}mylG-A-G$HQ>I-~nq5QHmAfvH>H-4(D_o5^vTt+zg`!>P6w z@f{Y}90vKl0tV*6$9c^YYj!mh^Qfhgjm%wG<;}ngY)S)Rl~lYPTo&= z(FdPEv|y|2QBzjYj2ZxwVuL0h?-x^^vW!DB{P4B3X`op}#0@z{YHb;ty}oppnAz>t zUg$juL%h7!pblk3HrvIY{^1>hku)0%lQzcW(k~t2jW|v-$Ddi@I1eU;#Aq@!9Ug$0 z`vnz|-CqT-s%({s))A8iQJy*wURMg;E*gaOVQWI{FUs@~IDoQzID9SQe`P?s=czGB?@4h4YYDH$95;}!v zvxum=J#1Q=`q1n&Ks8@_&@6rC;?)t^}ZN96~<0KV2l3ASIUO0mRw%?a!&@2qIp4D@}XRM(z zHMU{-&K{PQy%*>4w6)kOQb|oM6iw;AW9|!411`^kccaix#aS-rIE97stvpcaF_!hLG5jYFOwaKKSG%?dK; zk`lfpl8>8p&6l%OBCQHy)pU_ar*!~@QFr`dG4Q?9vio3krL|&n<23(1L-zM0PrlXvUa%SAY+#iMtwes##kGoVgR$WDA#heO|b(p_5$}6fT@wzAy(`98bUCQs^fe>)W zJ^O}4@?A5Sc$TV8;7zVl0j8)y*8vSzSLzXE54Kk*j+9nf+c}PMatk1C9Q!DN3WXWj zdE_mR7t$z+m-o)9B~mS*8N2ERRHQF?b3th3q}o*!#a{t@!XOIe1_@mI#7nG9Dk=Zk zVG}n@P%XXO-%h)+v_>7RI6e=lX&&v9AB7_TKnf)tEU(1rng@2oXY0~&Ia{~Mg&$m< zMQfTY&fC_gLP-q>9nGky%&I6z(te_i729WWF?dRBC<{6T5u#%N5wY=ME=gwA~n zLopmGC~~wipv*1e{kFml1fXH?1(2BaW=!Obnn#VHL!`2(X)W72PgE_4jss}`8V<7aLs7I zl<&bsnfjSU5CW1k?6HEzD9Bk2hv2$H>$1BNar$4ZBcoC--iMh8ZQp|A?VPczD$aeg zdyrn(<2uZNvqgtaM~UxCtt_iX4=?bPP33L00XNIWsnq5xU-MixNt4}T-~3DDwrG*E z_xL}Za#XgV078i%0~TisRopbctgR9aZ(){;_HTRRbGMG}c~vaCaW6%tur9XD7jz`z)MZcb2>1wnF*#LBZ*jwt(H z0f$4TsEjV97pPaM<@UelBW+BUQU9nY})4kb<$E1}dD> zDk)h9wtj`X_}%GG3(Q~HuH=w)pRi=fV$c>MsPXtNAw0w5V&KDIu{vpijY;6ec2pI>Rf+magv43`KnIUdb>-{DO$z&y;b9bw$*pRWOq!4j2vWnwj&& z+)ZGYxoru|5WzXS#=iNSeP zuGZ9G^r1eK5V>5~d;HFYRM(XY{({34|Lnn%rV5CdUpQ{x5>_-5eq4b4>N13t(aF-k zbp9JbxbG`bb_D-ch!S$7N3Ex>1Nd@+JlZn}#nUB_OvyDR7IY^7TRRHp zyIgMuL2QP%ONfowjn#A}+0IvD0andl%-F7aQ4BUQhT72qf*5R39*#kWo(ALiSPo|PI#TgHoDV|eIlqp%K8Mq8fbp;Vt`O8X`ZCEM2SgPsM zR0kD$)6oli;g<46C=h9p8~A6w zb}ASxz`$5rf+7Q4)<(LvOfhX9O9hG3O`$%r<}xXCR4h6p2L`6A8El>Sx|Do{6I&y7 z=uSs6s2#QoI^L?z1!od6IGna4s<98#VM0A!)a_3l5tyk(0BIy)0j%e0`ohetM-70yH|L?ddLYW8m_o7_6C@A2) zQj^5#JgzP=b=N&hb9q(CX&zn!m69N#I^z4paIvT3p--usS=akH6rm&A zbJw`$9}3Cur;v<*X^0IS6H}0zn9_fNck6I@nKy$KDNblAVc%PlHH#YF2yD^4a!7j; z#gc?kllo&Jm3p<|`0jc__XN@wn@CiP0f%pU63z&@v5S6P+Ln0{3 zc6)^`Wb;#22g)@4_qI|Mw>M7uIUP_T5uomEz6Q6xaOWTS==&*Ji6lhGGdnX;*~(~@ zBhzsf%&{#Ft^sUt*1eWKr>qgv5jn4r6EbvF8?vZoNgO1%q1dY98yViRFppIn=f^at za|GtMAQ2{?^MZoSnT=CKo4g@sL{EEzMS|dvxHM^}1}poeiel}~wP(B{dQ`VJAU{Ly z5*;sp@OLm#b#XU~c#(Ts!v5l^t~}a1w!}?|Y(jYMgj^A6$qIFewUb(CU&VxuM6Om6 zZ?4Vt$4>OSPIM|L!EgN9Dc8AsaBOi~62zCYb_tMWV#g4i;*zy{J&H*G{T*Y0-33uX z*{JSu{R*FZT|&5%q;}_^J#eWM6My$8?xV@L%~hJ>RVOoJ*?{qEI*!exC#<}!YD#nA z80W1{X;voRag5@0a5nkGPrNf2lzBD?1E{)?)+eDGa)t@|LF5=s-#Ryws6(FK=a*r?R2wBCKx+CS=>&R@`Z% zWH2#aBw6(r=7sDn6)yceB?~LI9g8vK?mG>;$t4wh8#a=ZL$QCQvz<>f!P4b~ENR7r znv`xbJ5sv2m~9lbg9QOtAwxKH=VT4a_&PVKnrl>rB`xYyU}V60Q7t^DFT|m{A^Ml% zf6K4lPhd6#38wet93Ho!;h)WO2{u-HYeq5cL^>j)EK|G^$f+3f%WS)s#76Et8w%%` zb8@0r?20RNdVYh;g(OLA+A9!h#&Xb+v>8hH6p%aS4%bPX>h{8+%B> zio}EIUhOB;n5_tIG`>9-sJ?Or3+0%bHCCtdlqhwGIE}@FR;f(FW7yVaD+JLK_|-O4 zx;D6Kz==wPuTxZIeh#9|F;m1*$4tcC^22X;^j zV*T53H8j*NVLN1bm>8GJ_BF7MN2~Ix?d+M_)-HIW#%Z#)!apPgAHuT0k5tf@@98`C zp;PKPA{!g3GQneKugFeQb7>R#(AwsJSFKc4NF z3B~@GpTKgi_sdsT9f4!0;bhA~1b~@;R~r%%+-0JydJr#nDG}}gNW{eFiUKrVU^Qq9 zP$F~2J!?QPYnVBuiBYt>IFvgTE{pF zB}4EI6Daku+@)q}5(QRb+j1~nRI4QRJ%aQp2o9vd#Z&eTka&dtg9ioJaXpv0V6fG< zYn{L;yxYk&oETrdAnx3i&9T@AQK{cOn&seG8gJSb4m)=(17ZksS9V$x%L7Ug zRKCkv?f87Uu@rr3D-ao~|76kYtoo;Hp*fLEyVT@(f#on>Y+x(Q8~1HPSr-o*Oo2}% zzAxAK@!*)tuiR4wnaTb&Ja7FYe7+M%?IA;J&7GE5sK?~M?YAKRdHv9~cvad> zeo%H*V>`S!3TaFO1fX<9i0W!xb!;JdG!zFU;b&FUDb=CBmF2YQoh_#EJdc^uGa%7E z7;^G#dL7}QLCmZNE!q;Y?QBaTws#~7RlPz-Y1T=9>%hvaEMKYSqPrc3bOOLl0Dfp3 zS{rwC3-(s1*tV1r6ac!*SpjH^kty3QYZWHdv_fI~*1?{EM{^rITajCwA_>maxsoYG zvN>rDw=U^^zM(Q=Fze_EQ~n-!l>V+G))i>CCXmTm?W9z?6tG-_Dl<5^YRY7<6p4M7wgbXUKF z{G_6>vL7qLmk_(S2P2a0oCsfn5`tzXGLkX|%M>=+s(#FY*n36FgVXP?aD@;5X$#h| z65S&v=~g?c(Q80tp+xwAuLP8G1Mhi2hs%iTrvAYRN1&Ut zPJA%|Q=|-{I$Y!_%z)4h8|n^WBoF7*L+6&4TQnjWM$Am$wZ4`c3$h(0mC-Q?U;+y( zIJS%Bf#n!=%(RY~Nd*&|dK6Tz6*v}jN*TmE zeIWW5uea8W$N#e6YSYyN@iDHBFf)~o5Hae)gS;0fGot{BW-fq2d)d(5RuPG0H;xdH z7>&bpXSw3SiZwDfSSj+TT!22d`=MylGgVu}P~ zLfefw@30)XN`P}>+$+eawQbUlOP_IATnz@#$qK5wxe^)htFv@M|Jsk=nUA9G3jK($ z?0n-&Ug!2Hi1q{#^V0M>ZZ6k5x$H~3d~`_EW49w9*o5rhyd#*Mn*vn@NMbow2Zh*{ zvd2{ez_0kq(h5_fRa7dV8hRNBg3E}P828EXatR!2VgUdYa?S`gl~`JVJ`fe2N}YN! z4WFF{>l}LT*krO6I8k_A>Y zr>lJ>-+DR^R3V@)!qu?Ug0J}St#|Z;?de)Sr0OPHk%lgcx~vP#!@EMA;5Uh#$~meQ zf~)Lyul_G%2*_oE5wxm!C^8pSgJXm)fa&0>yywsh`&wtlA#kUG`Q)zv@Eat(uArtMW5c(p@+>LE zHosG-b*=ba-vz9jq>Ez*Ib>TU6Ol_7b$rs!NY2X6%u9KF%VocT9?fyYWM^6_stYUQ~Vhfdd z9>lTHk)R}s_$^0eDfV`)B?_ml_`C-og;L}$9n=+}1B#xsY0ZfZf3^0anpY%<6ztDJ zVnrO&3$_I%!iy56onEdG!UIEn7)78=Mdt4++qW3j++IgkzL4i1ao|>D7IHv@CC%2V zgqJYx%{O6t*_L_ag$SM&?xQ7 zMnuS`tsP+@9U35+XirqIJL}eiylMG$zhb3;PKW&j7T4Q?RQn-C?k$v@8YW{dRHUj7 zqZD>%-NCM7IaSYy{4*Q=#}0H5)2kJE8qOs~kol9U1KdL1JVkjc+ObFH(q}?NeBNOP zrD&_Op*aW>t_F{C?IY30`NnR0AO>t(9IEodmD1Gr7w&B4T0_uh=$cGv&A$FC=S=D zxY==>7KjP?KhrQa(zyxiZq28vZ0i*Y6MY{5D1vlWYl{&>s}ECPCmiFg#-N#DJ+$a1S+E?6^M~5bS0A1wCPf|#E1Bo z<{Dj>5bo52pYEpfm6_YmRSZm2CqeEZ0<8>+wRY-OLWz-rg_g%VGa=YUd8yqf$jVZJ z8phvi`>WzmSeikDQ?YE|DNK-wc4*v9ENeK~iGu9bDrEdns2#yl;p6B6qq(Hz7_(5Z zY2hAf6OL?VldgKL!qTx4kyM~g+5q$g;p0GpZ*xr+$o6 zARG!vkuk_~sojCpX5xYw+-Y8fq=ITNu!e0JUX28kbaHuo0ZTi!UThUW)U6YTt!T?6 zX;tZ-FsZ|&d$*(6U4VOd_`S~8pxswp!(H5W2QQd4*sEmIWE8d1P6#bsx=3$(vk=vJ zB{>2q;@4OtFl2nR!-6E=Lx@xAVK>T!o-JRrTMRH5!4&%3rC>!R-m3M{1vl%kmJI-B z$)bX-9(9O)b%qwrtSRmQF4sC`iz4Xy+v}B`yrYleDutOc(9Ef%-5noxN1AzR|DP%izww$BG8N~WFRXQ(@-H~Xe7lCdF? zu@eXj3n;05EkKOA!$@j_#Vc34#N#_r)H_0K%{RL(GI*Iq=r9&(>r-mglwW6Fl< z90LpNU1OIqc@W=R&Xm2g?@5E9)v)#)XsKmbtfdCJVh+S!0Uk=OQ8p35xZQ*uXg$VF}*iw27f!kkgH=3P_m0$NHs+syOtd zlw{9ZeqX4`X#f6SWxM`OVOh8e+7)hu(t%(tA$UDK;k4{<3#ep#fx8{D*+-EW2tY6b z(DU9nF{2Fz#q#(dn5L(hMBhLy=-`ehw71Y`sooq~AS^;jQKS7q&Q){4qS6N+Kj)6w zey3?tH*Fgm@VOEk`bzI0Ahb;nL8QN)P4B$jIe^O0X}d6pwKaV*;(#ZVtVl9|tAt9a z>a2@;g1S(7Fdx+C2)w3)rY-`6;g56FixfHszSI2P{;yxq7jgUig7EY#U}h>(0bdQc znK7&J6hsMQSIFQVy1-*w8jGmX*k!?%1jP!(TPC5p(B1 zOz5ZRoHCOACntD25m!-*b_*-zaHsmJX1=DTDUj$GEeQ%If()=8-c4S+?NC8}A#9wid>TcvUTZm*eQZSzNr_H!NL;)und~^Jc@SUiP zp(+)V6lvZG8CT59W+ij2G222THGjlkT&zmc;Kas`3JdG!gib7(;36KoTzu0B?!=U) z9-WOlP_1}cRD~_;|VkC2*4ky(m%71BS|tB|Pq@Pl%cU=RWcmLF7D#KE;*j)-9G! zt_o{iU|{XDDQiIX48|gE(GRv)-Q;Q{{`%ynNc%YDd;}38o)VGr3a2J^l%adB5cw;! zQrh`h0+f&pAb_lyib}LpxsH4qJfp@%S6a%yFzFS=;6K6I$_RrpX8iy zr1EMrr(5}_xZjh-1Vou-!d0&Pjyz$B?Q=iivV=bvWDBXTGq?>ZoR(d67C~#cY=z{? zupTNGTtQ2jT3yW@wqH5*TSdR`(?KmU)Ma{P)@u2qBc=RjWi&4DKOreO4?7Ts=%Agf zO)*_aPL|VY2bJft(R{G&hj(oX`4AB13rFne+~KT}tjFGRs1c0H_?(-r#lxvfptcjG z9rAW*Uglfd)eM=m!l}Ywmnu{pBkvN3S9&)L2es)gd|p87F6{T=k_zh!SDX)2^cN}y zm)2G>Il1}Ek(aOJEer=tul`b+xiXGtu)6OReVx2%Npm|e*sn@Wa0I#qwg%yv?Tmon zSqt47*P0^G^xQU+;(yQJFANDJ8nS?QQnif1JPRxKqs)rF4R##tN4k&dh3!W10_ zGC4OU*=bh`5df|sA@kX82OW_3tk3xcUeqp#-&8&!Zc!iMinxiWVwBCk6C_MRd zGyYM8d_Vu`O9)vTnshZGFdI`yOOCZ+lKgpA@4Oh+w8hCfmcC$uJU57TrmKQH{rM9Z zj4-jdL1lUJfoQaDWz9a<8CFKqZMvmvQW?@~rdTWzGHg#HvZ#yHVbk77Kz=ELCM&2D za7Um*hAT^TJVGenUGc7;vFK6UX(&gq$V@2L=PwhRg%8gIu*B|HYR1(BOVK*Mg9(J= z9KzQD;$5=kpf03{^$EQuZQ+yO+rRb`E3l{3+bVdnn%iQxl)Rjw+yiX@?U)S`XmBRR z(gH>0%$#ZUyY%)G~z8*jd$;0a1X-R)`HmLobKYn06CX z&|O?nD(#4OF{BpD^{EK8V~p$haF2?W(bY22^g=r=g5kyJiZF7{VnrO!F15k62p0np zr%5ODvWA{TgxQA+A|v*F_AMx)Xul3->UiJq(dIe7L#9=)e%Cv7tC@D zRPidR0PqTd-Rnr-{9Vvs1=}i{lItVIw&j#zuoBhNxtEII$@su|G_dF5A@djIa{OU_ z4{YJwW~LCFwzoMB>b@(KA$JdHpxgp@e!!pz-x=W}jiY^Ed7W*mAK5!niWOJbiGDzQ zXBmwAz}sTK4!NbXRZOLs?RMv|$tVhlNCzTO7Jv2z2Fc+E#6;myTdGiAIf|pQrDTn{ ziQKl}50#mZLtiutVEiFueQb&rB$gmq2{j!Hmt5um1wi`0*tt{<6Nq^UuqOe>brcv& zA9;>sAVAxy>354kpp5Ajzuh+roDkyLA{bu=bKtAG-1X%LtFI|%KdgqP2|`f`kaK>qcgOHc`^ zgKB76aVlw+A|=G9noqFhF@q(04B3;mgh_p2e`gqx9V!po$19{N+z25kInK}JL;b*x z3x~tc|Mf z&?PpcL$ucboC@n)iMK*R(n7sBZ6Z}Kb|F>Zkj=+L$9nbJ>D9f>QGmCE#5A-LC= z%plMt)wTAQzFYs&`fuH*^W*9Vm* zNk+0?V{*w$#lo#zwuCu!i7(K8o>2-{-G*amoShH#^g1gUbH~n_WybYC*Fx(TDiWU_ zGcZ;-1Ea+Z6UnRnlOxE-#+5(=>t&en%xz?z7&SE`@!{}978lWk*-Z(|Rql4~Uv@tu zsXQ>&1$Ve#5~Bfx?n*fg5!=ilCQB9!;}aBFi#Pwt0y-=hwpHhgFQ}i?`p9qi+(LC< zmbK*lisv5)P{+WjHY7MXN?#kTtTt`rR5VLNoyjn>J*cs8HUZp?bP7&$Q3E+JPv`tsowY|QGpRzL64yn<{DYcjwL z?5nM_DfVAYVwai+S19W{IIwlJQxg=Q3icZwazTZ;fIWmf19sr6 zk=_GoD{s#6$wa&K-RhA9a$COVssStbB!K9LUb+B{IZKw?nZjO+tj@?3D*9Z-(*R`4 z#okXVqv;0HhVE=I2?$*7OIXzfgl9gZ29YqyB|SjwyVO#~-6m~&T&53PIu|rd&x3;f zR&qI&+Hi`bkaN%hnV4P;bf3o#M_B#<$%Q~{a z631>><}wO0%2&8;Ybf_J!%?{-Fe;2*f~o>~rGkzwW;-akpzK1V#I?m>^m_$|ITeb&R!Wl_-H($D}L$AzZF za7HPVY4#QimQ8*aX}QVHx3-=lw`Jt%BJA{wJ&RSdj6CZEsM6LFHya?=!kM!-aSA8R zJ_ML-xTEH6nG1Nu5Ic%uib{fgI5C!n_`#uM1SR#L{SDOZAvMJcq+Ty~QjoXy$`xjn zbCeJfwp+3qmph+w?AiX?&Z(R|cF1{A+ip&Gb(VelX-L3~R5yiEG)C8n6PzNMnQfoy z`I8nED=1|cG7MI1UM5Ku`y<3Sv{_Q7K6vio zfV)ztu3)Dch&>pdW*~LLhfOu#Odd2jaWS>VryN|EjmSLvtl1NAjlK3PX00Th@X8PB zw?|}2Rq0oH11knHkIil#nnNmcnXH2cOp2ON6_&zt6YgHszX-fhDC3MGIqP6W?^dQT zat$5g{yNk8JE?~U2j5X@1_)Nf1xh%g8s%#}1lU+gBze zY|9pAAIfjx4#6t)r7(MukEM5;fp*mY>I%pWNZ9gmw?Gb2AuVk#ywv|1D^V;uHT@Dy zEUpEJJ+_^+#n~JN{>W$iNrXvLq=nCn=v%buH*Q&ySHR3nMw-H~CUK?Yv6-y=I>Hxp zNu2sS=VkF(m+I0^4@RXr>6&0|$@HnZa79Tj6&}eW%caL*5ZA?9P_@?>@u6_MwzSjJ z91OcITsx_8m?Ix*OiGnV3&*ayvD2k4Yj{v^BI0_8=9Io@G^Gou#Z=O&X-@mPXe^=G z`sn>|!hFIVf{9+{X9g$B;xnd%tNs2%3j(<%@H;}ciUo9 z)0=y5Lf?Y(pKEu&K%4p;3O{B!mL_R3xxfh&8zATQIvhFDU$ z>#S6=3w0vz9CMb5qn`RO^RI{Qttzj*CQ8*_&F-X|8DMl`#rdLDP5U^YYecHz`d3S zkhXHw9##OH)M^PUFXN_3{VlTGmnJC>p7O8QS*! za&xOgA1CmO1y^l?pF7{#s|HDyFL(IoK3pFx#D~ICTUuaGOm4-#XO?vzYKuVv&f6*& zo^_vi*0-XkX{Jc5Ab6A}@Rv=t4c?jMOjozPGVieNG4hIsQ^h?YI}%*;MLajV26GqwH}NSRC9n2wd}VY0(S+zKh*Y7 zxiL-{TeW)I03DMii*?{mZ0K&#q0-tV7vG`AB5@~Bwt1SR{N0SD(x>uK7k_jNx&%Eb zgN&%e!5++}(tb;zlqFHcH#y%PM7EX@cv%|ICdWNB!nfT53%DYeiaO4Aw9k95MF@=w z(1qwqnYA&K+r}?)ab1*d%GVy1*v#mvq}3%J*Nsk?Q1#MUy8_+VQVXciJgGTL=Um+L zB6iWMDs0s}+~YP?0$t_zd()VIaErH#_$$HV4l@9`4sTt|1Ux<$~}+A%9|>Yd8#VS@fCU^T0SL9&icY_Wl7X1um%cAQKg$@`5PnA=xx}(9fsr( zU%8{x(&h}TQy)l$v>OeH=YnRCw#qAlSI5>ww84qi>1hUc65=YAYe5_kW*9iG=P+3q z9A?(brhX&GZq+CLbY4N$Tr>_&Ws|NTjY7i?z@Wk%C1g>2zSCWd(0e+U=}G{+I)-=7-fRs`d?Hr6BsPVp2%s-imNlv@<-I<|?ix z{0?nO3To?mmj@Tm}P$%{Xc^6W0f9h5VeBr zOj?7saWQarC!uOw(EwegCxZt5>gh zEEx3yEav757cx>C(W|1^h4X@JnzSStVBpTN`OL}xI-VJl8HP<)vuhT)W+>~Pg1>Fr z3S=`BlbeML`!o7i`OzB$7-O(fjG_7j5r}dOxIae6+6GnGP1m7QIes@$rYR@8(gib} zjp)-FL%Z_l2yv+EfXT0q+5Wi^2liQr!8V1R+;Pf$qVHY5cqvmD-BdCG4tcw%*bl(8 zyh>p^4owXzK!>#ehfJUaNWspPW0aj6bWaBRl~yrP1-5Qd0?wXpWPUr01Q+T|@2{do zNu9sq%lWOD$=bIu?&i)!yQ&nZCkB`WQ{uAb6$@59jJOtO%XK!bWdy7_wJ}%X(%;?*A32`Uw;+M9 z$m=)|YjvTT)DNb7Y5lhl{5*$C;`x%HRE~$8wvWypzxDr8xhQtN@8MZ}ADs5deVWR7 zi)a*tNmQ!W1<~@OF#)l~wlQ0j5mAoNqtpw(C>A~)h$~!_<$#Xze$U9xw~AWA;MMDz z11E=w>H@?>&=1^y<04Dvk<>d|P=1023mK$EO)l^u+o|>wp$3eVpBT@F-udwGC0$P5c|9p}kBiHOgbr?*ah(C*c;AtJ`eC`eCtqo6#tgXqv)Bw$Khlp(Dh)CMuo z?=^g#o6_C1c_}jZS@s<`FAv9)pv^&Xj7sRAVM}XxlQ(p)RcbM;dQ2 z46jGxdgG(ADgL^*xcfjwfUms3xiQ+6{W+Gn?={XaS!8=ve$9$W;fTB^$Ezqebm>R} zOHM#h8T2#t=%=G@>5blt6zs6R?wQKzusIy8GKHx+A=opWh8>oA7ipbI5JTK1;iYW_ z{u#emRG?#5B|Lwi^5++JQAYTY++3+j#C#OPSa!6!?D&VU5%t}*bV49!Pk zpqOe#b)G6$rY5EpN<-&^7-UNFfO!&@U(#>=;`D&+`zYpgi6T~vO+c21HYvj)Kfrqkw|>LKfxF`IVq zsJB&#%$4(S6MHPOVBAZv7m|wyTy+au{S#SzxJq0e;s=_dV~pu@GRm2 zvAivbEv5MGmjNaHE8@US)vLtgfxT`5+(N+2$Vl^nw`5{jZVCanY zl~k1&#WNKcuCe4_%jOh)`d)~)0?X)x8k}n{gjjopfRuKFpXU1 zAhFcJ2NImWv+f*Y@i) zaWLN|&yo0jxhOFe0TY0kGm8Y^sf>1mb@(^5k?F)e1GI%7Gbm0x71pM8vE3?9jl~e#fPgiT~6lI=kDIEg!EPh#tKpYNwc7?i-%br98H)&=)4bV6Qo8h%1cF2w59yG1BuYsRBx7?E&Ca%+~jeERM!X1~~n!uJ7) zXPBk+duEL#7YY`|ps+sxn~>6`N(M)s>hnjBzFdIAJy8UQdlM3sV0T^W-SW;1Y3JJE z20VfvE6It=9X5)|uj^w%|8WSphzkw9sX=<7XhH4XGwN8a4XFV|Vo+ei$8)g~?_t3G z>3g3z{1R#_R%B-mykT%&uSa~0%pa*Z{nn3L+oXw4p9gxIr8LAV9Vi+UpqpPInIT^l z6vkXGTsAG`FU?IE{!EExMpn<7WP0die`JOodG2x_)Mgye$^t7iu}<4X0qF*%8k9-O zA^@mlB^+DhZw2lRGNM@2tTM&cHi&%%O(&2zVo^m25CW7cXnw+-tMqmmbS^{;jt!siA@3pA?7g(OYIej? zhJP877$slYZ6r^NYw69iLg zTmJB}5@Z#tuYLHvf+^P;9kRZP5uqk$Pm%+m9hu;BvX86Pr~8+|Y$;5)bAY@9h3P05 z{lmlqdv47)`R~lBbNi>HfG36gj>z`DmtP4*{NS%2?`3br3^wssb(uRYyoiv9wZ%uA~f9nPsl5GW&KM zWyePH+m+uur*fb)HFK($HwzRM=2vOD0Zkl}3D9OM{Q^RrbrDHYTnXMz0U0I4Hcear zV#cHylsH>v=?samE(DeEo+5qZc9p0jSI4I5yVxDJTEbq{Y%*VOFunD{3|zJ|_m!>0 z@ccDq4GzANu7BA6>-jnn)7RijOev9Lzaujp6|;0+pqAYaOk_@oSw`5>L9ud2@6?Z= zk3cL&=Au&=Lv_A#nwgv;IfPGa=_s$gI?Y5bv)5QHEAT#XtS`HgeXNpK$!FOH394|A zpku9J@MMuK9gjpV!D4^M$o2EL-yB0il6U)%q2jbTY^1%9Hh~M+gDENkAh3-mUsJ>2+{1a>aS)}mllJtE+hcP2#|ZUFS1NR4x5OkMt%Ey znPj?q9Sk(OQcYqPbVT*tGMdHgUf&&VzI`I!n=DH2P}bjH znO)Gnpy%A2Y<5PZ+7h2kjkfqCeS))pxwcFa!4>`8;VPy+>8T~vM?wLdx0$H6olT%M zH2xTw-R`Gf`YXRf_qyWQl3!}$Fu=K8C7Z;yINnBxhG>rI;^DNA+0@(ICC|a^_KwI{ zn3!a$78jv|(A{HUN|hCx<`%i(GZodaK+97m#XC})%4Ad|n%Kyym z70b7TE)?2-QPF?+!u6}j<@&foV@NAOa_C;w{UY5Q1j%VPR3+*zcU3*$#BiQ~)o;zK zN_08i7&0e*hn89ro~Pi~J%%|rphCWUDa6dHMlv~hduxgbq9s!d<8H9%T3aV_AkGK- z<^9MrP4}io$3)Q)mitFsRj=!;yYigc3#poyJsjkylp1!m%OcA>)=`c%>a7FU#oEk` zAD+^XGVIZBF@)~S+;b;EXJ~LG9-}H$O0WeBuCcj4ImN*wXGU~y&Bgs##3}GXXN{wz zQ{-IzCAQ4IsluCj0>qJMVWxEfQ{$H*&P za00G-j?&i1B}wIxiaLJMs?#E~XLPd41vSd0uUC5U#m!AO<9 z8&Vwun} z*%bD2RS&V4g)cmT|JDDf%4~Bz2uR^_rc_Y@_n7CaRE2nkDKP9~H+sRvf<%q7zO_20 zsk+}b7)Dwg z&FryjznFS{A|_Q_oLH5O*N=`89Dw9OLcG~p`>HywB>wd(y(@?Y!+)wu+^*w<`_CpV z0swu0Z6m^7^bm<2_yW{@vgf{N#Iuh!8<3$tYlkx+hQ#h#|TRE1Tm-LYrefz+a)z0V}VOJELwCnl!YIfzNz$+hcy z9HEzYoh`;tPTHPRQ6<&O=xEKXuu7VpjFH6d;0OJM(}8A_>k)uE1}#LCh1r5=i;dwh z_S_xSrK>PipWGeBl@`Ac=r?-$xPB8!O{h?BF>D|B&vOw(ba1U9)N|2^9rYie8ju#{ z6iU4$le^Nx6(v#=9kE9jwfV#a)})Za2jkdnfW5PML78sc$sv?QYXy6v!+u9}o3nya zUG*tja=_&0by&DYZ_x?u1dtP20-!xT0j-Er9tXt>>TVPX)UrdUelo>EKoxg^bKw&- zOovLb^|}a;ccv8t>natAQ|9mC64)NLm}3xa65sX~*PyoV6@EUhppqKBB&R1$wysdY zQ>B#wX)$gIh`Bw;o)nf+cPj|2S6xG+9Sbz06Qy;R7)-T;#OuH<4`9KaS?IO$+K%6l zxTgHf3%`TbJuLud)b_hi-CWp{qgwF>!JA2!o%3shp*2{*Y+kSRXGR=_2=WHU6{wq+ zuaTsSVaZp})7d3lIEW z<0s>-Jgdq(-^{w|-UKW)NzOqBu}!Knwa02kho^1umP82B3Rx~i+P-sOJgAb(%!w@a zqIfLz%&t}KQEpE&S?#v|rhoy4T}VJH*?TR-imk~7y1>XTq^K6ndJlMeZ3QH$rZ{;F zLK(3y|FR7M&wyRB&hrJS8JFuqgF4uYiYILq5w_REB|8Rwpt1ktj)l*&r1>4mA-WvHp^2`PF42`^ zw6K7q*nAZjW>{ZwxB>F2MAej2y#qj9i?Fi?@7$1Hw`z302F z++i+jdsbRQ?qm_Y6tBHns2PViu&yREF9(^ui$SLU*3O^jcNPNEi(4sl)+8pZ(--wK z61Ex+I}J05eN`Od-*GQXz$Q;YxUgQ?hL<{7(t|;@Ai5EyEi_^I7szE|c-xbkdg2(n(d=DDT5Rm9j?>06JKxLE6uCMVWNa#v z^W|uDgHO2*DY{DdofBMt2uSuNte|z&VyLlgMfItw&}3;HqB;AGPuC4GBj}Wg zY#V9QpVPVO$=Zfu;f&jMjS;ht&;cb&!cI_rtvTEnV2kD31Z9lY5UEJC)sr@S@~5?!%~ zUSWx1!o`f~s#xH`66x0CLHy)cxx(Vlf*2zpPa(}N9;@q@6_(YvO~8EYNhy^W(~(+J zCw3ZL%veFk?g%i^__WEIEZmXdzW1NcnN>Oa=T7|1Ir574bLgkSG3vo z7Do)GkWLz99dYosYH73Z1kO1wOvs&}r&W|;0fK(G;=JnKS&fdd)_#NJ(RH^Rudxfg zOZ(x;{;I;!u9J@?Tt_Da2bqjW<2HjAFlm`?*QW5K)j0)QK+vrx0hiN0IQuG1T~-*? zsUz86aUiM9u2{sm$4+*-K`8EU>10tQSfkLpV&zwP1SFh|ys8xttTDcv;h$S@6{IB{ zmfH%-A+92`Y+RY=+!m*N$e&LufL8!@rAJlYYle~QWnfHN-rPIvKv_b}bX650Mk08z z(@>x**130S{yH@;uh{3oj7eZBMA_8{{;WwDWD4Eu*vo-5QYjE57xYnFnfFq!ytUX; zHRN!IvWUaPB#(eDQDY&qSlKe3wvnU#Q(#|2ZujeDLy32yd83uk}fX_}Hc8A@DP{I#s8! zCwLWkQv};RAx8B~U$uLJz<|wPA<)qdDKir$R;)h5$psG}u>OAaAbG#skqpMgGqr?N$IfSH>0kCU`Y)D>tbCRk2N0XiUarc5Qy+@ z;2C2Y-?xw|8B6!2k&tr+bE*v1lbO>T`f+l(CWvUD`^)VGJn3kZ12QZbt?YQ}K&mX% zIeq9SVI)SfMtS&@Dfji~xeQnCEM}VP#0#?5quy6NHCrEcj2gjRPmvH$S=OL<=$<=@ zp%Ajh*zK!1>N+-a(-dhz8f9m|VQqcKzJbLPP%*gzroWVo z!I|)Rbrzl=_83R}XO)pXta|Q*A$1aUD%HQQNuLZNH?ER|7$5$!CHM!WZX;laOl8WG z+f|zggAk(T#eBq`fR1?0YiaN&c0{XLpWteldx_sm(6et9+0yxv59yOTcmZQfT0rs( zdVW{=4v5OReJ2sHTMh#_8nz7pTh%uMsn#sb>8%cA zwH@>w;CUM83enx+tVzu*sp$_^etyHJ^lRF)0zHfQyq!yO3u8UNa_fN+plcS!YGmJA zkDOMp9X`h`f?I-ggw*CCM4%}4$cp0Vt_bB;T#!-5m&&ox5tdwCIQv`SC9Lc_kNp)L zXW{)-sreM9AeyY%;@C+dYmn+^Tf`t4$Nae$zmrjA zfJ1_qAb4-55gME5)fmF+ZC$R}A1@9irT16CNc4|7u_}|qmT52TX2UgqXS&!QVr3DUR~@dPzx zId_nVdQ2{2z_3maz9T*7Ob55^$oaO?MqU-mzGp|bBX5dgRI}VZKBe~8wgL)d za~oXcnEkW$4pZ@zJn{NnJVSR>ojrlqpweUD@FH}|3sI855(6?Cwaba9y(^I<*YN7s zk+DtySA$KeIP+B;Et_AAa9h`BZVgEhlDtD*g4m|vZPCWY7KN`*ow3l}tDYlPZe}Sg z4%N(xcw=0I=5_VQV$YpR>I!#~$nL77X(LzIE;a4Lf>_4)>_#>gZ{q#uP=yE??OsvZTm4F=OLai!o=LBbVXTlaRM(tFV}D;6NaR7lBZLIVos zl##k%q>~+81wv)SV&D!?@DHHaY0|v{KUQdAR~W-dO{Hl&4e2=&oB|T4s@T#vOxwbz za)oP^%fc#hK1@nnW$X25>alohmaoEbl2?TyUX*0$P1&&(AZ$ATR{4`fPB0@Q!_5aX zNi^%;7e+0#v$0+cN-+asd9|Y0{HL=PJogW#-+!PiYq1ppb#B=KvTceeREf2}cbaB7 zdjgclv^@eXFd!8GlJ*q^z(WMQ>J9IXHn`OfjwWBnmH4%>I~__vXFjnxt*#jWN45?u zJd5?5L?u;qb`&Amy4fkGCUj9@91!DG*f$)ud?kP0oNg5J@$lQGX3c5}*F zVRgy^^?m<5rJ~U1DqJvjppHGx{RBE`**31vRn?U2S_rJGQ*W7ApryK!UDu{Q8-j2hHrMwMUwhN{D<=&O`BHx<@@3SvEez+j zvb`gz&Ae*ZINenft>|^Imq)Ht2^79w<&wo_gP?a`$54ctV2*M4a0w$wR>yiuTgfk= z#&)wUMsXZg9(F#aa>4?V+4WG9>Fuh<#$@m8L+i1MZ|048tl%44rGj~Lb%!wWZ!(vX z^+yY@7yPFmZ(uDa9#>f&k&(=-!_#)q3VX61wU<6#a8=X=sPjt>FOyoFNO;i4Ae^Py zS8c)(3o6o8)d^kv=0)rScpiYO|9GB(D{6f`JT4HD_F+tbT+^NUM09z{X(g4!=6Ni; z8sur-z(t}Q^w;lzZ^>O>Sd}A9cMipf?o}d!eK~1Ipj`+D=R`(rwzwB#D6qyTcFF}B z*kl2~-}otY@(f)+%l;OJFB)HE|;UqG(-i z;1#RrG|ArQzpbKn|7L?PhGy)^0B0hz!Mp&SySdrfmS7A(BB7NITzYH2%<9o7?KaVu zZyUQr`e?DX*hqrlw6KZ?ODIi{Rw#)i5Qw}kI7SE3VxO?Fg~*Mv?v|}!`3v)ZSNi#- zTH9l_Vpz2S&9hmf$SvQ6#8{8*WS{&mOLxxK$KwNC3hcWT3kA&85{@|?3&BYdD3WMA z3ZH%d>+sIei@oi?dVq4TAnK{Q+gwV}t~i_Vsc;n0opyum7Y&9+%75Oo;5d2gb(|eo zbRNe7gmvpCrfe+>U_PacW6UC$=3IuPY*LFjf=ev_>|kgAl|@PAIpu&`^SvquKoQh# zCGv|5r%boWxv;S3t$I6<@GG$XuH@7GRck5)nHx}**11v)=%`b3pyk$xiy%MiA7qsZ z96-ZO3A^b^xz{pZ`k5TioYqrXIOU=m!t@YrgfA3CA1vAhA7L!sqIwp^FV%~-$Ni@& zSxx&$Q%Tlmz*VnHiXc>yQQZg=<&hQ{fuimzqRlF?e~6Nr*iw~w`> z4r|TxEzg`5_Wv_>XIYjbNpgnw!X0#14ppc3z?a?!x&JqQzo^~F^yu(9EDnLh1z=`s zs-mI;;Nc%3tcFZ=tF!_2jH4UxcH{Q>oYyRy8meONQxu5DkJ zZezHn1QUqDYS$RxfcUZ}KXJ93!!N<*&j&6fQ;E*bnFP3o+X~9_zPLc?2Y=MwPVTQ^ z(v(s_jF;bAAE_DfNkY2L^1({xTmC*x;h7XIb0;J#jEA;43A{-b?xQw3pG+v{s>2<@rK z)`6+VEX?3X&W0y3ZQdF>B=2}fVA&C;gRXVNA(ba!j3n}j(IgB!zjJY0vStH3b^&Cz z!!GueLWg6;SmOFN2&||+vjcvm=%W(i$AV7>LZ^YYd^aNFOu2=kRxZr&t6oBBj6GCx z1L(RqS;I+6=o}JdQq75WEd`nX>y4f*lB-y=4Q=m(?Gu4q$Ziz?RF&`$wnld$&jJ2V z;nMq54^`azskx+jFVCH^K+dbJBiL2R94ZRV3#i?wYKU;RxzJcxc~Hlzrs4TA9MkIf z`gGk&SQcK=&hVtfkeq`I3D}E|5ih{Ai3_pT0npn=b=`LlFfTFWsF<2aYy8*9&yY7Ip#vUcMXxz94UM z7K-6(>Di+(DVc}uTIpCTG;ffROYkm{TqI3NCM=XBK6v!gcD(92lX;=J7!iA)QL_3~ zMd2z8s4s;!NO>V`t)n&;rzg*Xeqjx*=9Fj^VQa$$+Im4a5USD{yORT}98<=E(0DeS zJB=>A&k@Cm%jw&B-JvuhJ zyVA~+UsMDdc{-X{2t481?6Xb(xTrLdz9 zIOBwXy7^I}2bfAE&gA@gR^o^y1)Z}RkgwWgd^Rt^9GJEHQX%7llf>k-VFiULVaGQzpG#y zIQq%PQ*aUL_1TB_m+6BfO>OXQNgN^*^|ee;BZ2X>RRUockL;{tERQV4wzO>Ik$nNR zY0iS6#pp-4!4;SjbIyf$o_uB*zizFB{<4YzvvcfF44%2A+Zj^5xx%%FTkzNg>6gsC)eGoj7h8Qvrq4e7Jx16@98E2m$W7}MotWwiPQy#{;0+ycvOJ3eZni`- z%|;1_#pqOl2_cuExr`2Wzhnj5mM!AhG4w z=m523mfExmP*+0~QXH@EDT}t2;5x5Gdltn&nhRAECwnxJQm1(k1mGnoL`_#|mvWfkV%ivaAB`{72J7L*`?)`&DzT_#y$u&D$uUkMHmJ0vgHxX5l8O=R2! zI3B}wNX95grYYv3V^KetDF45_XA{E#UdwhIMwdknJiy8Do{_hltEqN zml?DYK(U$de(+Xv?h$mG@fMFSQ&mdHVcD3EL;gyKq@`~o3TlpVneXxWjG(MSE26#f zrrUwu?4$EDb52HUj^Awn;93}=PV^@hWVxJLbf`-9XbtO*GuY=s_EeuY;Ro_{E-3~S z!AEoW;233hl_(xXK?I}4p$pf;Gkd}^IXhZddHG9Dmw(y5OQ^!^sYM?*BWEZB9C(}! zTF+JqJb2Q~WMryNfK8A^OXiMq%=AW(2S6+bx3U}ytjneq*WF1K0$ZLlHU&DQT|N^3 zI|WkUoV@L(2gNLC5FMZ{mQ#_UcE{;?gm%A6w9r6UWWBCcK<|QH`WhMKr={7>RTQ}t zlSIq}ygP!qd(#0$CbbmH#xk+9hn5WGqNAshB#!VgcMkzSYeV-q#nT)_AP5D|YasBH zrtvHS{HCE9Fq&l%Oi{R6zm}brSS^+9LaGlI>86K!m597=5q4x;0K$^47< zziN8%?W_1#kftuJBV_MWat^5o&^lQYG`(#}Dq<|*JTVXg2Bz<33%1qvj5f^*Ur#2= z2R&o6WzhTAiy-33r% zhVJTBi*(1HB$tnxe-$|;H($0`Xyn29^28lXR@Wrh>XqF0)P`JXQ-@|rZD+pdOuU{d z*sOYQyQzHIa|wt-scGx3A;DYs5|M46cLzu$>KU-6esn|Gr zsA3J|6FH|BYjI?M>Lcl9?ORyJ8(BJLs&6N;`1C|1;F;Z11At({QDya_*hUe)H6N2D zi_n&`Nb4By!bLv74VCjRAtS_nc@9y0DZ=1MI?6)Wi>w0=^Vx-;z~=Ke=}@@xmj=LL zGj#f8vJpn>VbuLshoB4DF~sCH2s9}!nQ~e<&l^3r`TWnG=ckhM#W)2wexl>#Ga;)c zU4H>T$c&a!bN#I}TPPz8xUW%GOk8f-(2~WE=z8~ymzrkeAYS=fjCy8}LB|!gDeNvU zMJ7JXaG`5{14T&zdo70kw09#95C=e29V^vyJtl&^SB_LslMZTKdmFvQ6FF9pMZ2+> z$XaFKGQE%Vzt}*34$ZvSQC;C~{qDDiC z9J6CFHu}XxG2i8DY^Zy8$-`y}g9vt4g$`_5Zfo5V-F|P(!mvyrgQo0^vZ)fPXl~jp z$gNSYi3x>3`ZhEunyXJgW#aSySzqT$@IZ_6Dl1ynsCv%DXAhUb2|AjoXXoN+UThNh z#$MVMijDh$jG`Awy^($Mn@3tr{~L_&Z)}mFod;z}xavqWFUXM}SSpEHvC^5al}O}F zadc*s6LF=Qg^+$@;ygA=mP1S17-8193HH{z5zJH)n+?(})Ii6o5DFBgTxjv)OmcioF{up&2mS!AVnhMK6~O81*|SiaCT=# z&2C>E&Nl|qm23-ytgZ%CEiLef901@Ev80}6J10$h81EKrwMp~#^Au5!SGN^%VMJ4P zxB^+W0kpTb!x~V^On?z;abk(ANw~T90t~~MkHk`?a=Q5`Xyn3UoQ$B#bPkP0oi7n< zr!7N03n=4NYb1O2_8G0zns4X)kDr3iO_m!P;{xqb@$yBdmBmJ^hM7)bj*l}Hw`JMuY z)LHGK!jJjYf6kiQyH7AH@hT5o$ry%64MYUUfU&MmW zda0Zl^i)yjf2@oSRV{LI7Kh+jg}O4h*zakKpgRoS4mA|aM?I8pWP}-F=ZFkG&>l@Mgf2`$S0!VHZ&J3Z#IHI&IAId{kHA!rF!#%9zy^H zK>ELUUGBZc-TT~5yA*L*UV&8>H}q_z5aOF;XzO27E5B(S`WM+USE5gX^KY^k*|x06 zF`@SY&{#11D}`?MvDUw8CtqaV-wTrBl?35>K?Irs)#4=1YV)2ZU<^nDHM2In@K<$|)LnA2NXo~D0bD+nl^v!fm zI&c9$Qz~THJo9VgTSC|=h_n#L)-xc#%>A|$tL}|VV@rykw%d*wpINSdr@CKr=MT?B zVuLYgQc>w?4~wJw15iyFf;5IG3PR0%l*~(0MU6bN?%xB2GU+d`D+kA>e_cxS#JN_X z`@CDv2CQ?fc2Z|>>Mvf_aNA>bD<o^ly9+ld!JcZ_pixv>_Zq20TjP82l|^?HsFZC)xQMs`xQ4=hr-Fx3HO4utgtH|a z&9+>1i-f^_9pab%^$#$^f>>J}4m4D7-dZXyt=ZetV0tWfPS0%x5^O`2=%WXeha`IL+*nB*Z{Ghsvd0hZK2Wd?1|k z*hQ)oe)@zK+e1HL8T@P$15Ue``MRo~_)wemYhhnH28A{1@DkZ6+P|$rwvm91ULC_qxlS~Rk;*rw1d~XWr26D@!W?RsCsyX| zKCFp~yIhok#@I3YLsVqSjjtz|nqVe{>ZY^Y%%m&s0#}=v{a1H)HlEI8(j-Y26F+pS z?rFA~wS!ZcMvheCz-)EP($GA&Fk4Qa(wnVH4p-#BPK7G3 z{PY#oUjmrB8G>y|%eXkoekeY%a;|vY_Cl<|_7^ghpn6?7lI}SBp`p|T^@)Yy5q$aiKq_Kr;54#12)T5#E9VjIwid}96ef%y$TFew9xOqd7 zsu8x-rd{esnWfKdb)g#QmA=vu66+kWq0^te_$fTFN>gvZXIqj|+LC{kBwzDfjj5xssCq{X_Tf zxZ+=*7O_0ePbF?SJ1iG{m>S_uydxe=wBd>wy4FjenB}H67k2K}uX3M8;}S}T(Qs>` zZ;aZ^kU?k6anRa#aV&`{!el)Yev^{$R(@AY#Zx-SMW0>NgK}V9gQr#LF$t^AneEuK zR0x}8&`n4aUpywzK>PlD|!(HLNkQDxYt9?pQV(DNppNFngSL<$qeceXC{C z4zkll=yn^UaE7^FYZj=u%xkr+AFBRC^a=f+ui`3&LaLh>S4TY>W6cE*=oCrvgce+a zJ^4D6hlgw_DDFu2I;vb)fSSXTC-LvXkM={>2Mcu|%~p?F(!{9FfyG2{&T3fGAG-3g4{J5n>E` znsGQNtTi6`H@{Cij@6VrJ)Co&md&|b%fYiVmA-=Nz(&VJLoNy%zcF%=$p>e?3jfju zytP)8Adkw)#v&61LXx5;$GVi7n=p6l+_orVSnrtKP+t^_`@O_sfY+53p0`;^uw0_0 z+bKJ1--oaCrM0dSW*-m+}No(J}Mx8X2gGN3VnAxoR5tV~m&DXR45 zn;+><-?bQo_e#hnUE3ci!)RDtMZ@qYJTKIo1#S}FCd%LU8W?-xdUF}f+oMTy;WBoM zfkwBaDvuVR@|WS_itZI{8(2H#)(Q-o%4Y+90{VYm0Bb_nw~=h2M8#RC$CpLlJlU^c zwnNn|Q%G<6MmHnginxT}StO|HMf;mF6gx*%@D<-9T9}$^%b@WCCSXAR`tD`w#k_UV zNxP=Iu?Q+*4EM6?Taq+Z?@pOa?HSKuk7mZbJh6hcQEUX#x(YX&tBZF(uTySAd$#y* zy;hRz%!16h3%52ct@rkWEbHIdGD~p>x24;FfM4TcLU6z8bpncIDv(lKh=nw16Nyk* zFu~w3-|R!*uGo4!%OaY&csreQC<7rZY}k^}msV5BpzximulJ@

eUeW=un3?Ar;1orfi)(nWXAR)r!Z+~>b=lwL6GUsMJN*siCj+&)NcBhn2K!-EN z$F~4$C#Wp|CPn8|{JFV%Aius=FJ2HLo*X1hHKxrvluX>7Hfe-HpQb|CO>YO77>}2) zwgUYRXlm!mesyFz&@#qZ_$0;YI^WpuotzzsQMi<5V+IwI-HYw;4BY{%jO90A!Si-R zgFN;Rr{2Ov{Ksy4x5`H#ceiN;wNg9hT!NpH6ux$>I-; ziiP~w??4nR{_DR?LQgFS`<){Y@cxH0o=OJYg;aveHY*7AlMuA;7r6$DpxoVsjyoZ0 zpqz?U-8=fdRQO}SK1^I`%_*u+Y$bXx{T%71`mweDYM7etlU3nB&2Sxs{w z*|gho-;rpO2NnioK8Mj7{q!A)OJ8kLf@KraolJFIi#EKibejMd zBYv!=?@WDk{O{ZcW=!b7vHxX0cxT#4Ll}LD_fwWkcxQQjuI6|bEtoMQb1_^d$Ip@d zFpuL8m@KHY#g52Ku-J9PS-mz>ugGr)?G{RN!KF0bYfz)N9|*$j4s}5{SZ@2JO*yCm zJxHsdXxf}|$+_HyqIw2UiK~)Ir>aM6SZT7ts#0GvY?}(koa4+ZNO~M;bta)I2UcmL0{UDZwT!OPzb6OW=kl*TI5r<>S zdnbbbrE-PnXT_C|Z10^+_Ku3+OHf!Z@s&)U&q|{7WTZ9CLG{L;Y74;Vko7M zgPBtXyywb;=69M>17t6fa@W}$NsR=0R?c*6NfaH89S@Em3G_gW{xwJcg>37Yu0HR@o?)-u6EaTL>)Z4nVyJ4 z@C--%y8qL424jIe#gm5$5TI?cgt6!N;Ab~}GKBX>we;85gVXf#gL%1@gky*sJFM1+ zFm}k)HHA(Tg|n;i+8QosWZArNbUzCTY*7y-`cQgHuJ5p9vCDw?OjiAO?-d35e8grg z)H7692}fcEDiP+KOSf7;3`aXDs|vr`Z0vI;V&N4Kg9w9dA+gm9O6 zs%`mpD=z&kAA!Ygb{cK5;w-+BqFK-QEiZc0n)$1s&_WF+!<6zBRS^VLQRj6kLHE~G zldf5YG2Z@)N#)(#)kFDM1`%v2IaQ4(V{V?b+s+DD4iKiY7*Xo;-!z^oPtw2#MNa#( zr@j7VcSx#4SW^XNy*%nrg{PE%qbeO%1X$Jph%{msX=xU91Avq|2$jJPp%tc%u{r}>N`&&Zj@Wn1IkiLXyd}ftx-pl%qbZK(I z`!|11{)h-%B^nw&B0ZknR&c2oNB0pM?jns9W52K*7L!H8_PSN0Njn_Jz$FpwhE3Apk!UP(j(B&DAtJ99EIA8=cyJAiKg1sUS)o{W}Q8IEe{IOSuWxu`=7Aq z{n-?=0CbzEcSXE!2QX7_{9P0J; zjULpYEol~T`(U$V%`ng+6ct%XSC%=D>)z-TB)dk?N(CHtaB)2{EM?Yiaa60|G5ICo&(ZT7hO1_ELW zow0Ao9HL0_B_RSMgfwG-3FUz|RZ-~J7@r`3-Hzr^C`a>SWn#81MZJouw)uuGPGvz< zWpH5+xDsb<3ryKTm9~a9o5&!u!)a50af}h;JEGIp$>En&H$65!@I^7f;17X+fuG;r z_uT=y{Khm#23}chvlNhHb{A?PNH*g3!LIX?OvTsTmG zVZv1{?q~rQx!4%oc1k4uS7nzHdE6sc^eRl;$!vw72C3SQQbA&_3`9}wIBU8gisH>SbC0#CRL zQHW2SkF=lt)15??1LQ%rhWY`_{2TTEeT5jx3m1pJo*DcbOEWuU3Ur@M>zGPj|F>0mvRT5~s9g>GGmA6M)k~(IL8s5dSH; zlq){WmLC=Gq+L3NXv#(bO);xRaYxC%Hi$Pc9*q(Bo#ENPabefd!2>hV59V=^JMPIb?uTc4wYN1Rnqbvp28RR<`DP8D^eUv8>t65S+veMDbuz`$&rM`fVBtbh}c2 z;blLh%I5*i49AJ9dCanDY`OVTm1t9*3TxuhO&90i5_;XEGGp`hBh4X2Feo8=dr)QZ zsus*)T*|}@bgEY8Vb_Hde!P-9nXE(`pi$#3Fxn8%+n`dBHhPLxFWq;W@p(}(K0YL| zc|!|{L3xZE60l$#^Gz5R&}mAQ0~3%| z9|GQ;(Y#EukfDpq*pyj{d>hm?#-vs=CW45ZT*iQ*G2bR4P%la9P{E8WnjOZOXJ#aY zjbj}w^5SAUATgT0khb1~;y@aW0UkF);%X1-SAK0t8H&bDcdGZ>+S0;jiQuh}i(2P| zhft=AL!%4U|4pXok0qqzBgNuWrj+xWCD^pp1?3z;djqK{#ldz_u644aNMoDC$y;I* z(kQ@?TMKld-<{(nGnQtCq9+;5vQoQSdnd6@qr^%*1BechoMPmzlrPV;2~1?WY)=hV zidF8h<(zpB!Z4*=^Cno}B`a_*E}^I}YyVITbINKG;zzTC&ZQpO`cGpFCsGTa3;R68 zo{X!PC^f4d{JfE=1mpo>IqR+b1m zt}bt`n*jOcpGk0PFHSW3r z)N+K~puetwt{c4D)X4H3QUg1LIRCCrf$=jWHacGVLWN|4&5A#6-xMqw&pGU zZ>tasvz1GF$>AK}UesvfY?Zi!e9WZ-01@|0Zz@72DvCxz2R!C|RaYM7r6}a6R$`JZ zV-??S#iuz4h%s~n)Yg;ZBBBC?=^Z8K_r?$E6wE3uRB8}@2JNhq-z&;xpf8IlC?o3` zM4y2;KxfGFKEePq?$!d2Sisb1??I83qzaqf9wI2QMK@H4u_gIQ1~`Ak%A*E7M$N14 zJ4cb*sfz31)wTo$n}wO+KDy^ReJ1)WS|>*=HtJq^UI;dCgckD|8yNe%O=vF886z5c zs!2~M)UkV!W_tK;VrHi{&~@jK1Yr4{P5imGP$O_^jKY@7&-E{DBB_EZ4=8w%bh*5= z2y8A-4k#YKVis8Z$AA5qC-24PKU*&^_J`bwxmV|s-srD10w<3ps6XniDn$6xvIw>_ z59HlO`sw%(qxQVz8yWz?&5J#rtIaWhwVPT{3n>|uP zpZrPB){zA(6u3&i?WaD{)Lk_%$e2Y`I{Um16s9*5e9q#Th2s7 z3N1x+Bm1CBQetViBoK2X8(Z03T#LonV?jM7aYkx;gE99cHbmj3${U*@AjXb{c`6%y zvLf}anpR$K;G=b8I*Q?oc$SE(0@aTD?~5|9I6-6M))v~dfm=VN+SPXXoca-$X=I9I zVruO4u4UR6tN8b?!0W5L?<^Y` z0JQv+nXtEND||?44(Xi=bzMW7DzUj(atE29SRB5CUu*ZU1NVb8n^|aFmd33QPyx^p~*qaLesXg}d&RpO&%|QtbWMk9)O1x^giK zXxE$*ykmj;v2M!=nI)?GHDg;L3QYe&5X+3tEcG#z#B}Ut*GYRKd}pch;q{V6h6p$P0$xlG8wm+Gv0-t+Gpyu^!4<+EiJ%+ZI*#$)$_Z@N$=E=*g2G$5`5(U zQ^x;a*Y{bz0+u8S^;MbAFdU0uLunT(i7qroMu%)#>WK}RTvD<4iEX44u)zT{oddHn zoOA$g{rHGq#z5ggQ14&f8Y34XKL7RG&+oE$6%v=LftH@#f|Hg)BuTaLI4RzXCnJ zVU@d0z!_a;7moE(w%$)gI+VIz+7pF8|^qsc(9XR#Z zZCV5uQ2^l_mrIaj&jZS*IxuD0>p-GOI>vOctEfQ;CgHK8{J(I_xwVkA4YQXxQmtn* zaX7v9K0+0d;SMgBWt4JQa4(EC(1gwzidnV_06em6!W=72?5@gX*EmM!tETudRx+wt z6{LjKvCjcdZohcWc$ma`j~teH;!E930WhSf8Gu2-EE4g2>Qp1qUu6BO^dHi5b&3tC zH<^$6HdMvJODk)7%)R>EhEScsjc9`T^;ltBJWHy=EJBEuPojPKeRuuG_!xNUD0(kw@c zj7$4J81r{=)5Ghoiu>9(c4)J5F?!!>v!zMh=o>kC~Kvvqimq zHWxzAYOFU7CF4Hlo7$HRnhaoLIaJDI@hJvkFQtKaX-6ECG}AQ4xl5_pc{xfu zZCux-P3A&%@6mGe!jI13JTEJQks}Ygj>pb(WDtDc=1dr`Fjs=lWlSRGyeSKm12vCh zyhXhq)&J^VRZFJ)0v=nql|g2ZIM*c7kp$dX5Xv}qXe@!@_Pd-ULm>~iiASCdMD)y6 zle?YE+t;~V)wFZUDl0Or%@;;&XYKWRxdSbxOi1j!?hH-9x$~x@6IY<@RMd?zXM>Qv zP$A(f5%+Gu=Ax{0e`+!2{z|~QU?cIqnmaN<%XsjCr__Vw+YeD2fM^|DC^mZ$x4D!V-TNYy(f><_E zN|{Yv&|&?iVkT4|pT*t-XIONJ9EHEgnkO(S^eu;mujI$v*T>^}07NQJ069uc4t{Ou zULY~^a{2;6&p^mv{SY3xwRu|)6+&@#RzZ=I8&9hMA-Mrt`u<156^@QN5P#OnK;)rZ z6JkO3#>KvDZ{7k9W@Hm|9e5UHPFT}%h9w-zpV-Eawcc$4azp|Vo=4=thuG;!an)7HWol&f<^%}rRrTHCDbyZAK;p&6y zl_}=IGgSpJ9&b7K%EYn&XOw1E`-jPFXIg2(B(c4d?6*eOxnYl7w%^g74f3h%NGV3JTf7R+L7#|B*6=u+HO>lT5ax(WJ) zOM0(sh!Tgl{SS*Qm5= zIqfr#G;iDn)I!8>Bz5LCN6JWPXMM*O5$+am@wDDdo||S@dM8pvT@pcsDd|~Q8m4IF z(x@eXuHOq)h}7CWsnX^YN4`bUQUXvEka5}pOD#s~8g%q8Z2yWdkLC3C!88VX0MxCG zNa9DP&YmsrPz7+m)FXH?vvXbr^<%n1KU|Ya+JIcccB0Q!Zvhw@k58n5-lS5F>Fxy2 zh~ThE%47j$XQp>*4^=v9V2-PplIe0rIc&S&0i*pu&Q={WDF2#h{SNU9`8s4c0O#(4 zCv_Xne@5ogd_E|J_r60}V3}|E4ts`KN&8$hA|~rYd`-0MDsJe;vWTG}%Q5BXy}->x zkU6^nPJgZPS9+?>QB#psNzp^jVGOqhopzE(T(b!!sy?(uxj_t;>DLxqaSy}6Il#1O z%c;T`)8K|kTlEv?sUtcVhM;iE>PGJh`GZKd~TAX-KyZ`49++->E!jzkJvSl+2W zqEyx@NcoW?6Z}x6(;M_5g?T^ati@MVaO~!sr3r&U?~@*g6kqyZNpLw=0ii=CP_kG ztrkhR+XNchda^;CN2IVCnYM(@Ck%D%V0~ z;T%Fp=g5nZ51es_ayx~^RsG#X)p9AmkRn+y3tq*pxtbQGbWjZaxA#E5qRY$I;8U{e zu?_fNwU|RgqjDsy-(sA=p$ns81VW1Gl$_lff9+EVqx7CrvNr)#T->v4PGQe+=UnKA zPuD(R`rSf>;`7l`ikZu>4VW~;@EC>3s(m~(GJZ8FRlm|x?m$?|9@u{Ylj|cQCfqbt ze3oIg`8dFoBvkV#F0cg8pkAh7jS7E_Xb-4KV*~421x(GJ(eR8a509d5fos&Z_cj8z zZr)$+l_#}1A3gsmX!^(HZqQapKxa@6$&3dq)ILUr64Y`!$>c_6(+Xm8SAmfznutbi zdwDw)F}Jb?CR7hiKWP}KX5)+{jW)`-)_c@%wTh-kycYZKA}P&jpLiy>XcPT26yso+ zzbBA7(MlbRV3_~{v)xnavk9B7z2oO6bMbtYU^`S>U494Kh_E#!Xqb{!nVBCEHC9t= zSX~I|x-f=;@5GS={=;j2&SZ__I-p<8tjClw{svk4P^Ouy0Sh`txNyOhkDRp&z3Fla z#gRON#@ciB?xKu~tqEPyJFZ0~h(mNe{mx5HZHsqvUo>3|Sz_6Gdlhcl3hKE65~4+y zwP2q#r#o^Axwkz})vD(e-gE8ScbZ-X#cV1}UG72>bzYAh$k(oTrnf^@K5R;LUuwHf z4Bog0QlHYxj!MTDlo-U?${blz-z~W#oc97>Mk@WfTlfgfv|B1nn%0;u$moazSVNF= zvgX{wcbdN*r;?#0-puPuKiNaxK&u_8ME0B%A=k&?ECE1@+yP_JF_z)?X&bIR3ac6i}-`U;Nr-KT>2J_$vFn+&JcOZODN7~(QC z)mDh6e( z^|jg{1ZqZX@`bl}7FG-Q`tpBO)y@FwZz`}rpn7U8Y~@n$<373qQ?CsT^bYW zY|a!X;c;&GF4#_Ev99zg5-}E3jC831;qxMDGrjku0BFk#Cdl%m?ZMne2 zpp+D+ZChND?=(p)afK(p7AxiR*|(YP;{le<9ExNDco`9ESeP!~){y`caBelNe_jMP z2`v2zfAY(Y>@r2@I-S^+!1^`kuw7HK8<-PbX~aE+U9ALe(r&qPoI_C6z1pOU6mePl z*g75c(Gb&zh53OKhAj_tCwDXWP4v{7a&|F_n4 z5X*or(dHr%#dHj4)l=2&;tIz34y({@uLM0sU*w~Dv@(B+$rC0F6Ompl8|Nq~H)e)R z`0+)GVs*UD4(nBI!{`TjF`0gs;}uTtq|{V@bvR*HMfCh~8Zu;77r<)@*@L8*)La~< z1A@eRy0C?yx;qEf)7e*DFq=H;(O0uR*z}WO{C+Q=&|2(y>jKZxi(yAp`Ngu(Qb;-p zwN>=g@AL=+%^L`HuV#r;$p%tK_x^CI%Oez(*jL(Ck5^lbDNAaH^AY?xH9as`k&6J+ zWle}Va^Q)9(IiLt?a_e|o>y(pWD9QYXYQQnoUkabY_m<1#fMF8VJmRL#r!OR5-$+5)eBKLTqmv@wtbEG5&IXHaPM0g z4egrvROE2KO%KXuV^m2?*%fIyRSC-NHOLk3%nmq!T3uN=HKnJ}RW>S$P~sO??S#NP z|0EStv&#%+3UsU|_9GQ2c>-=(+YfN4a1Qaf=lA;Q{;vn2p+f?pQKt0(~ z`}?vcZX{beEkQVu*JYt>Eu=ndQDTTUQHfrvXoj4X1hoVFx2Kq44IrB;uk*rsp+Rwe zDLvHI0)?y7W}7b3b{Fq=S!K^v*`V0CzC02?tDpb-{*=*u+&b~duQiR*scOAGfJmUBjvbd_La`KkH??C%C1nBhOIsvF)(F?ii;3k_8PpPT8Y{AP1HyxUD!)^sU9&F zH9MmCBU9GjGT#r6C|# z26wIq!jzxc!^IBsb0!GA?9|aQDiAKPUf8}Xxka5RV>^D~ZM&Tb;sRShdFi6qwobH? zz%)b;&@8Zc{v_8+Q4hCI1mXO3^c3Q+Ku-dxG ztPG-s)d>p`EDU}u4UsbdPD@!LLJVs*Q)5?eIwpK(FsaGvf9lu;BL%A)9e+C}2NHY9 zpHR!~ZoP8n+=>Y?18yS-WCqY-xtH<)jA%2@jd`L)l<({Vw(gP1&xtsS11Aiwf?h$P z?~LPogJ@1xjn!EnLnp|dEPCW@0~FlTr>iF@1e71y$ijcxbgZ>*tw1y@rrEhT>zrFI zKh^Dd%Uzz*}75rOwCF9_i= zQ&QAGzG8>0%WO|%yl9I(;qV>*Jz;k=`m(q~T34oRsP0cIzc7Mlk?}LG5rsvfxPn~Cv!-Ck+drd_$ z2hC{KNL(?cjh9|(3)7B1NY#RP$AH=ZI?~7r6($6i-a2pPv|X5qKiH6=f1$R=&v}jqEOEkk3_^e0#{+XyP0e*XeYT2^R^=*i1y38xw{C7 zTO8#5VGoLw`=a2iORZ!lO(!8*w3$JOU+)Cq@6$X;QXD*g!v!wmW=pR*iJ*EnV{&oX z{HS>%ZLhmQYZL9;)>vg7FD6CerzDo}Y~j*c>4yDX_KDY|Z02j~^~hY(0yaHS!K(_^ zB+!eCr)%!X%xtvXT~rol#9_={T)@8%K+C*b_F4}Kc0KuE92FZI51v$?NqbK`%{r8meXz5l+%%xa-rM2MPDbmf6e6t7tan|74 z)vqXyoLA*S^DG1jDIFpJpZJ(8=>8N&wy@U+Qa4iVRdL(dHsk`>NBR&r^3X+Fl0>qc z4(iT(h*Fj;ml01=Un$6|<(BTHdg#|~1WOnVbVE@;X%L0^7D$}Xp@txbLTQ^nc~_(; zD)l>jhy?G4GGy|Lzn(Z%(1kKLT*Xw^~Jdlz~epb_7imT$mv1GTk!TbJI4& z{ugP$5rS%kFpvin#iZzB_!lZDTjxxtPrYAnV0I(PG?}113lLBWdBwvo+Fdm57RAqA znsCG%URnf0A>4UarRWI;xp}SSy`^)B2xoYBBEm*58Oz|XBNHtEJD{-|O4Nkqo#uQ? zHKbNk;%ZS-HTX;3^Fl}fCO5To0|MtTUyRLIQF%I@eY@R^`(npu2fjK2h}s@Vasq3Q z0B|aEClu8-kK07?($eQfKuS4+WJdC`{g>J2O(#cbAzw?_tn3Qa96p+|EYHNp*{Ab% zffGq{dRL*PXK1or9H1l5AgxZ$tu`M0Q$&1GO8J3|q`y@D0%S3IdlfFCZunEug)qay zvQ5X2WuuFs3hp_l&6x*S?lsR|tw>%Ya2Lg;e?lLA(S??-3P9o>ELk-7Bf_JUOSpNr_Y%!dyYT+JoRP%#6Cb~9ZCM3ctV<}^Q|Wg>UV^4gokpc| ze68I3V<^fHFx755@-RX)VE*52#PUik%%}%@B??|XzG_{5kjk;R*ZVAq2IxJSdJ#_LivyI_Ts_Wcug*@x%f@s)zL zKx8DK%8v&fq+N@s8Ay?`<7o;v5I&_e&W*O48HwCGkePU%$GE~^TOV4n_bLLpWdUO( zKvkqh0Gq@jm^H-=u45hXBi;ijM2{%S95d}DEH{$3M>!zAzfqzup85A{Dz}i>fT`l2 zQJ%?FYH!J3>VpZS!Kse`b3Y4mpky!@`o`16nTXi@|=VoMW|RgiO9OZucVT1`r!TEj@t zUPR5IttjH02 zvN2W?*g_X@)9%-S23Y%5xKIU{HLCabMsYh)zvbDyNY5)1O&Qf&nF~fj+HAhslhoD+ zPpX2q`AeJ4ma9e_p@I#|4{EyTjS0VMNT|VN*VXhGV7OVN)(6-e_3Gv9P_WhRI9Efv z^qV8t1r!!fFx<=AT8t?!*F#@leupiVKQw6?mueMO$`@=G5WX>~EDAwu@p-EHXWN7b zpX>VeJvEpLR`fd<E{4@^X+*GS=$1JR$fki%vE0OmF^s9 z$=ak0`{F|qf7uH8oHf-!NE{~1L*%65AEQ$0T)sH~1;{fz0$j6|;)H;C=H+q6yV%K< zZg>lN$mEEb&0oQkVMO&{bK3w+SGy@Vxd<*~tlF1ZJX+zh8gEE4-f)b{BZ_`pRo>|w zj8i4P$iUw5^7~oCL)kw!^H0@z+=4!($nBA`_OUzZuy5JwAJ@rcqkc5y^c|{$Q=c7D zzZ|ln3wCOn52?L>afdP|VvSSjV8G&7iI9FY*KBLrxDr=|lzWy=4&*ID$z6YPs`ws2 zHFGKf@W4vT5xof)lX6Wdi(j@vM;M^xUjoy=+@vWD*xNNbz!?~_a}k8gn@H=feS&QH ziAC(HwNf4vo+g*oMnc~bYu(FXL|{z|)S2YG2Of866^d^EcXKI)q9r%mqmC@UHQ3~vz{biAMKhi&W#dmz5nAWdGz!x5L-etkCLr}&}oB()N`M7n%% zO4W1poksn16y+v}jy~_K910*EMw=LQ-Oj6bbaH{7`>G^1!D{1m1i^^lHZ>8fQl?>d z4ggnh7d7dUS^)JA(`Fy8M8(*oGBcR^|C2_HnL@aP&(3_PNA89sixziC< z>W0l#v~T};wV9R}s}?Y7QbDlM85IKDXiK{oUUC>-bUm&k z3-0%p!F;EBk^@aiZOA+_MCfy%;(;(G##+_sX*=Sd6{Bb42nQoic-RlDTKU zQ!z&jYY9y-|K$k z6buqH50R**WYwX7XrLQP7{<>>5psXX5$%$IG;xn-{i!|My4Qf}RSo8=x;~T?09>A3m^6b+_y7@)N~ENm{S>kxq#HBM z+bbfqki_W0JsnkQ$s?UQOcNtj7(j`T)&WonIA) z+6nivrP=|bTdjn{ob1I+YuocHH}?FcM2XaRMvG-|ea(r0!ldY#P$t<|Pv;hyrZhLr zjuqhR5tP*-xb7NAxZ|#trURj5?|<7mS6aDCLhvCwU%^7AynWi{dKU$QJb(J9s0F2m zK=g2pC4>$qE@g_=ATJk1O%XwTz3;2dLGs063BxtCI_{Py=liUCw<(PcmP{gDDw#%)0cBB(w!LiX?|HS7K#anof2V& zM<<5dLg;e+=`>cp-N&k3Lox7e&WFhB+ue46@Ou8}h80eGxP(GHXX2kztVA=Nu;kUT z%u)Db*)*ZbZ?$HJg0h#V?%M)=o6cGJ2sV~h@c86tuKD)my=`U=lzL;AG{=q`%LWE* zynW1!Fx=-SVH+!G8SxiaWY;~;bteO<+*b8V{qD0p&316wTsaHZ26%!5^GFpVBKzb(BiU`^uzLJ+CQ6PBy0>eh1_CT`ZyM}1OmSd9^iSVyYNgfBtA$A07 zb-&((YbL5QZ;Q@C&<>MOAEcY-jD%YSzh)T;P7PZGLkZAb+b1vF8FT`ny|ja{lvDF_ zsX#ICC>G|p+@cRA2NF-Bi8$82Sr&t(%otN*Mj@Il>GnKw9r{?Pt z9uilGU*NsF17=FPY?TrPIcMLjti+;@>{K~t3*7|1uAa0uj5957lV zjIr1@)ruE`{_^hz2pl3C6DI|32!ciD;?x;WulH;#Z3__*i^&vATv-fjG_^AZH1$<} zJs{`WwG>6~%``wvnT1=F`#qlW78rOW6A(?dOD1Hy&d^fJR}&W@%8l$659@K=Z2eON zXfb8v_eAU@{Ov|ub&?CJLElC|U&cBFT9e^Da)m9oqUAHuACCP7Lkp#rvizv$-Q}SUgngw`+{Hp!)8N*cn}SlIRKb*` z1a+BWTc7~~)b)FP6DU!FRghQJNJ&N6epJso zMW~P(hLRM7{YLT^S_wbP{RKVZ(^13bk4gY8C#A1srzb7%6%fr9z&D#K2O!yerRWR} z;w5e_VPwTW$O>zOfC9Yi*Mbs?f#}(kx*G138X;ybc!&7VMXsi?Q$hMe#%?1S20rW{ z35PJw48=stS|)6mUFMWn;K`$~vYhj9Og`&*dcN3KNx@r_{Knq`in}o_t7*hcgY-CUC?lGwT zc@%)Cc`1r#EIT~@h_@E0k$G|Y)~7MjF1KaNd**@0G2LYkb}>9I2lb82AHk1AaHr;8 z6{wm_BBy+EhiOr-p1m?7_y7q&_P?pnebSc`IGY8o1s|Q&>Z{krp~Z;!=4j~AiqQB^ z8Lj=8njLYK$E+6Sj55P+jX-C`Q%c$@+g%)nc!r$iC+ zU)N&pUIyoJ(r&Sat%a=@n0}PQ71S_vwkNEj-&u& z^st>nb!AuPk_8RI1@O`?3P~Mr*(k8p?vT|>$%PvjKq2UF9=gijeQ{j&Vt>+>o2B}H zn3LeYzvf#PX3)nqP`afl7?81iFq~FH5VTG*4A<~CauFK%&8d`w3j*qpI(y*&mGkD4 zLt>+t3o0eP+{FJjSsn0E>OG=WvxgVaP}OBB?DrK!>M*#vSsEy{{mIkR_nl%|Gqci>H?lf{^s$wrh5t((P0 zt_^X&DlM(WHL`63XD+=+)6--tjzsgde%vF9Fz*pSl&1lmT7ZEUd-) z?C6$NHm1kf1oC?+2bjF=N(Qo(uaK$;Ub}>4&~Eo_HYIwtG#rg!ZfWvt!*b9hNNFL+ z%NcVvAKz#6+`_I0S~~&bSkMU@ijOI=K=I`uQz&vVU+Bq?pTm-yI~s21RN@}1vvIiG zMwTtwn+73@;MVh*I3o%^6ch?*Hwy-Pks>_>$G0{0@cT7(!2R!D^qS)K6oN5F2f(Ym z+qW3B44cQ+aNY7i37N0~=d4r8`<`|A(<3&JzZURtv(|JRcovETI`iq-#uS zXu#tVVeDN^H{UI6LLPIvCK(-~{x~Azx#SDer1Hyf=QqIeGv`Rf?zyv~^P6 zEdhUF-cunMFK~610?X0u_WH-;re+q$U&>Vg?TmR)nYm~aj2N>IDd=OFA_KZ$W@0Z^ zWUfXTWstZ#$DUuoa#SEm1u`_Pj6!RtX*3Db#LTCXsL#w?O*X>~dXN?RHc z+MH1_SvopFUwB~hp)P&GI{;efb0=9?`OHBySiHm~EImEDoPo#b%Uu`fA`QB3r|A};Sr zVyKl-_rit21Te8iS`+@ogaX!)c~r%U-6UoNGqsr2YFx;;_iw8hAz**`*{{O>?Y^H1 zVQgjdwr6wW;ilrx?6*`$_~K`$OxO|jT28DZjYn;HRIqm;V&?c_ault>Omnemgh8;x z32LmrH%Fsuq;N@bF&BT>-CQ7?q1$kKw!%Hvmy-Dff0qzt!AMcMAX>n~rG83Rc>G%2=B>T*d@=vs%o z+j~1LEfWIvM#=|Iev-973iEQoVJs{=D3_0t;W|`TS*XrAL+vetHie3pymWKSgOFsJ zP)yw8pLIlD-d@Pc;7!J+Jxc7CsRY<4w^5&kWLJSLHtRJ@4-}|~Koc0e%tM!k5NRCR z)qxR<4EgYVQC+g-c64GTl0K1bOnM>XSBZ+aP()Z6GfyfQkN^Qm@4#+S@JORrGO@Gp zT&bKB37BD2za}O##2X4W5i!1RF%-2<9n3{rLFFTZ&_H4JH}dX1-_5*I|3n^d$pfV4 zP%ggW89?b}PJ2-$$I!~A`;J&%WZu+z^K6d1FeK7j5f(?AM-d&ks#Iq0d~|(@%yX-} z>s?+OSbmbCII0~cUsRI3BPl5TH=A8m{Cut9;m#3kUQQZjQ-d$eeMQjrI#-rH}m^L`|f z*CJ)%(Z|*Q9w)-$@P$0BL-NRqn*G|JTM-3J2vsJW z-JA{alrmE)q#+N$&v%j>|0Nxg;A!89%TZjY=ae!kdfSD(Wux8^<;XnHUQeh`hquO@QrOuEX8&Z z8Bp=^0#SCTBRwLWH_YqXWDO38U#*^gLn`Pq!`R%sQ|DHpNFu_fdfz@hn5xx63 zK{9RYY3xGlW)aQBX>U82@>av_YU7x>f~e55TSfsos_isih*%da{X6rxj~;>{VZ`Rm z)$*+qG|fUpCn_9+nWaZGTo!Ts)4w5S;zfze4Yv;wck?lE3?+TbG0-v>2FP5_?W_%H z-qby-Zo5M_N?_vL3~zew6v8i!z$Alx0&pECQZA1<^8iZrCg%UI7(bDk3>9i~ih3_9 zi&ghhLHnK^AK1a*%##jZ;W&~3Yl(tAL**)i7621(V1j6a2B&YTpzXEisf&mXx&fC2 zIUOmIzElj7AxrRsDgErJub;M3=~)IUK z{GMl~#5x0$s`s4FqW88Ol|^~Zs_^`VU^ZTEIGrhbSYp7uxckh&-8oiU5;|r&eNN#v zN{tKm-A3WDafYto2BadkAcUJk-r5;Ty$VJ{Xv+9on*3isvJ@~}s7JQ7aP=FcPe)ut z<=QSV(02p2SU6w&;vDdAfbX`Wk9cGWI0I8~81dtx3wTf~VoF~)*y2O8xdaT{m5Rye zE4tLx432qPni|Hy&ca-NIgQ08Y_{>hNP>wzFHWQ0D+PLKNdb=}ur_x`hs1&CX$}GhAIkA(;tKk5XG>0e$JF z$7Ii1#4)`*;!+-Ap`0rTvX~!H8;vc+){2cAwtZy$H8}3CUq-iNvzAyANekJSdtVt( z0(3CXY2tV?wK(V&ylut8{`42TiqiJF2S;SULr^e7Tc-s?dM>?>9U@!Q!9+=m_PC0B zEasZ)WenU3&SclbqG`J$Ql5~6rx$nthe~h}7IDK4JliI*S#KiL0F{rzN9B}Ym3+dw z?49JUU$IBH7uB+WTv+?jT5MW9A@oyPppz8UX2Ie@fP!Dc>Y%FgknrF>pHEN0o5h^| z_i?T7aprn8ZK?!o4mJuewKn@x)*ygR%JrPpD(BW$($Ac(oj9`&NC0{;&Pi_HYH%S8 zyY54G%ULQOl>Va`rn#%_Fjk$QBr${&>5(ErAA_(PT#>6H-U|-U2^&xJ)@Kjt-QfuD zUZTg?v#iZ6UjYm!&N9wsWX2@Fe7&O*A#SO_rcltZMk&I=B&}-G#yK*^jXqETZnA!x zEwfkxL$;uvIkQDQ9hj|4mhuZk@u1Rrz9 zZT9UCoqz1qkCb0&2_&_7(h&45+|wn1*hg{Y7epS9F-fwN5eYKoS@M^45md?PDR#Xd zJw>|dNH*SeK9lLu^5c${$WV?Xcn(J3E`UA62&ct=R$}l zG1#i4Toa(9(z1O+YSS*ROsVX(>R07kw)mZ$v%x3#tYG1uI1o0nv`&&N~i*;CDW%hz#W|=?U1gpJY zdBoDI^_!N4&!t#^lS0RFv;g@^G8snUa!Da-ZMgEf68w{q0BoMmXazb#wt|(&bo_}LQpAyX$rOsLS4w9IO>LAE!Tg6 zMhmVwW06*7usHLUv;4HXXhDIx2_e6LGQ@!lJqK4lcfGxGGge9jAAx`Mx9@LaN{1oD zr%U)mv7U*GPYSaM-g_uOvLzq@RzAV&x`OFpB9c{p!jbFXWl)L&o23KdndcUfAp$un z06cqwO;l#=sT!)e*Q_u$Qu&V{-EGBNdg;K`3|Jj(9IDIz*2`dAd=(?v0vHnhGUP;` zB#(A!+b_r3r8UTTa%CcW?7$_u@FkTU!+#}JUbgY2@s721y)yO`jcF>==5+}N! zQnUy$f8dNOz`NIab5l*_djQlWr6^v0HI!RwdQsentNrYnj5(kKOcRHL(% zAzx7DN^8pDnO3D8N7B|ZcX2SmFtsx_7g`F-Ds1~3Tj{G*9d=rZIQ5qks3q7EG1ASs zE*iX`t@zU8^96#y^Tdx~ukFkX?f!WtJHa0-WG#r5a$Bl;v(?zNl?!VLy@~MBAh4N; zSHY2Sdu0XH8H>#Qn44!`d?HYxmytkLHlUJ4c7B1zAPY|ThMA`4w$-??{sTf>fFqb3_N{OXECgxpwNXgqTV2x zKgX1ViyS;pvxC04)$r;-(40ZIxjb4nSo?{eSn0xGDADQZr zW<*qVS2Rg+bm8eVvMBYUz^VgjcS5h`HH~Fx6fbS2jTlEWVh(dX#9BwBpZIAv(p`^b zjd6w&q+5pwrrVwA&jivmN;K0|j>GzsC?He^xM5}#hmpuZ$$84WSDn5U|nfqYBVWfMqr8q*nmZ|Wgz*dCZUN9?D* zDRC1`qzfT2tHdPB*BtXb&7AhM9JZII|Kry}FA*<;d6X1q_ zG?@#)CTT0KX304%#ewm#d-u|YxjX)yk^|5}Ub134-4++w8(wymZj%pCUX)!zhRbQz z5=SmfCB)^N=ir;V){-%Svx3?%xI$to9cnE&=qaPOEUqUg56fEVX|nS#eU>b0(9*Np zPv(T1I)#zl7m{(ic&UVvICKD2(r#*QJ($;b62Edg4X+T?%qnqgj=f_;Q_@>Yo7Z>5 zFgn+`7jensvEr$el3rZV0(qOd8}sI3{%Dbz$yb!#u%f;xcQTQZJ11QyaUO5p)DCwY z+QF;c9Z`lIaaS*~ZW9*StI8r`b2?goALfX7x#g)hvn;va9`Gg*XG6<>!=(JAjQwSq zO`pE|wM5%hv=|~f{g_EUD53<=^~S)TbRY0d0VP{(w%KyUrDHcg7TVj2c}*{+zCsq`mh?E1$2rB$DHLEA(Pxz<^M`j8G3*6#*4*b8 zX&=(hKEzn_8@1?|W#qU>(52O!3Sqd|bdK38>`X1KcZFrb6uG3Cbl-!7NV8a6;Ny5q zhCBy{6^L>MB#ZbD7^~|9gGSXn1HNJ&0~u5Fh{b>4utbRQ@yL<;JYR&Rb+Equ)(fB} z9qGy{5TT-r4q*1TU~^2S+MQ>f2{Ws8NyH6=l#D)|VQVExTBnL)VQ2`CUe+MM+|}YQ z8Oio2IV&Ws^RLM0wLB2|VLw%~ExA07m&k%mr-COie95**tethHj)Rs|pF_C?6O(@_ z(c5%@we08SpxH{tOlLW3h%p_<*E#q(+j3_2#78tiXb&OMCRH6!B)YVGlV_w ziMU+U2v0n?i_pX+i+fRVBtUQ8y#m59Y$w7ngzwiN|Bvfl;|16)LFlYnmbIyyMcHgi zlf(fhElp-a8E?p*QVwh(yDV1SQ5a2OR~_2iS>BZojv>loaB=>dFA`4D7Yc-+IwQ>N zwaaw~R!Oc`4<8HanR9PCIY3Ic&#)S!y_OeoCbLV(tSc#+UVX}SmL+(h^KeLkVlhm) zRm0m{ANKL0w;N=>jK0~m-9|z$@DK+Xvv5xO&UGeNvYnQ6w2}Ncx2DG@o)6b5 zoRs^^M3g|R71O^ z?-C4zq5i>7Kg!;lcQN+za)y>gV{t8Y6+c+5AE;aivl49Q1w2i_8)M^?r2X?3VLF#J z%ud}dS7>iaEp?r%czH(zn+wc1D{K8w_n#xydSlZLaCw~*?@y25>7L^v~*J`gfex#$lM~- zH6kTVU5In%zx_Ax3`1j1Rh>F@`p)d8i{WzxcF-p)GK(PmWGtFm`C+Le)E{ot{Y;V7l`$%(PY{m|ws9 zu}t9I0a+B76!o7DFckbM?~in+|)xo$lka z%F$fj*1&N#p)Q8l`N3_M;O_HL<}sDc*sOZ%qd<9`MsqV7SDGlI$BX2^%p%n(peTdJ zyyeN3ip54Kor@`wY?2vk16cl+`F&3{`zva+LY!H|=?KESXbG=n{bO(tuB@~jP*{Cb zNB;*}(zaB{t0|B=7<^RRPTfZMs6gc<+T+X;3g8oMbQ?3qi`E8QwlwmC%9*wUn>K>8 z7NGHM2r^|QP(r`S$XZ{mO$bbq+m#}y_r@e1kKZ(H-01Nex{oauR#E0Fv$CCx9raTE zg&i;i*;`PTl`piXzNTHKvWmenI`A3YY_1aC1{p|j=S^v=XuW5tdj@*;2ln>#V z&+B}wT(#;TMdVR0r&p`!r5@ux#<3im530s1WH>pZK}>I{&Sa}orge0Qg61&cMoF|M z3yma4^rh!mkt@gcY)khD9G4R9ZsHx3(4>Z2f{Lk_cFj|qatnw{J*(sxUi)C-e4=v? zw^Cz$+9Pl%uyW+)GRIDegJs({46#3$gJFo|mSE!!VU#FFyko&>nMYgGGNai6>A4{S zn$PG~pjL?VExGS=s3D^Cf%ym5<4{c$l!XZS%KqZmOt?0bN*jK+zd)pg)F4F26a&#H zqiZUhryWb5#0u$?t)vp2DRGg|#HTQ4J>o)TDsKnyb_3BTrcGWBL>2HQ&}Vi@9aC8G zBRgdUlRqvX%$#2I&9S*lQneP&t;rha-jwIR08$Z!(EF0BcB782h7d=MopWbP;*?*u zT8m}C#qJfxP}7SIxVtTp-`@)L~8B8p1!0H9m3appui^5n9xJL=Uw4=NiQrFOH3s(et3mLX~_?qz{B1qkRRnAZ zqQwq3mwd_cUfkhIV>N|UzDe4(w{?|RLrk&X^2mLlgMW{M^m4Z{iX z{EFZ4xou!n0-6n{ zX5tucnCz?vmIG*SxVlqictHt|`qL~9DnPRR6CP*GeyL+hUCAo+LHv8mHIzP1TPd;( zf{S7q%PGj!&i9H1Eu31EMCdm8#5&+iLZ0=ANI-dEAP7Z|2V`I?M?|-1R?XK*)@-+u z^m$mw`-X0%pyW$?otG!b483d1F{4U69iN>D3pnDfE(lR zy}ir3(4>#lzk<+vmqluK^&y*y@8EdN7ZZ4l9D-vU6Fy>JT-ybxIYh~@<=jx!nN9w( zu#8;mw3${{ySNYvDV-i6C{sap^1>`yyoOFer6gqzEyi4PWg12}s|uF>Vey9S-MIN< zn+%bb?;%;W^LsFaTWyDRQJfqVowT0C^At%OxF?(K-d7>{vT?hvWOOx1-ivuP<2k|6 zx|~Vr!ueF#(mI6r5=uo&#xVIqE2+C+&%FjvJC(-&@4vy$`>$S)24PpRs$VLOVL0x$ ztP-Z-QQQsH5iQLx=C5vnVr#A@vY!Qy~NoIJl8TVPiAAeB{<^ONaTYix0u zN8GcwAtg9707`H%qQb@9vFk5ZgAwyqhkv$bll~Ho!jIhh7 zd}CgL+Rz3vFurF`ew;Lwb4H%F(lIr{B&zx}{p%6oiR)E^vQpPJZQ*-X?M&fxo?pZY zj5pgT4@GT;wj1EJ1RAurKlmdF#`$&@044{ARk-prnNjfV$#$`B8}g;C_Q0Ta1+Y2j zRi-woJ`!$W3ZWje?O+z=VR9Hif8`fQwBU;j0o8XxU#20If3KgBzZK1BOMg|GNn?6{ z(=xu%b3~IIi$TX(NQ~X3x|vov+titQ-g>-zz$Xob*o90+Dn_lA0yGpIUortq3#K=( zT1*q6$t>!ws@Gk$ZC6?eTw(6E#}?lf)be|axkMqgx%7Fj;?~}5^F4@~4E<0q8KPz_ zI_J=)F-WF}0mKk@Ek&6K@?Ir7=@hOwa32?KrYg(Q;Ladn0=Kdrmftg}#cEm0k@Tt; z9kJESvHUF?nX=glbMZjpaNDoN{paO0xhVv0Mu|TO(4jI2OTQhw@dgdXtcD*j;YL%gh8qRm){p+DH?moJ^N)gu>xyjGVb5 zVDg7C2v=cZ(|w*HIsP+%A$c#3s46+FFHR(P@sT_H;?8ZWRWn?6-H4_bnW zmvUi^#33GYp)$VGg2PX{$&z@(JJua36jq<>#1+sY^H&dJ5ul`ELO@7GtMvq%;HHJx zqq3vlNcp;23kN7yW@p_?<#IT^9hBKdwqHMxWLvNHq(R(@HBW;Gh#MJ$0dx4T z@UWR)pXs_=$>w#XA>VKSZK(-(OY=N&%8y<68*dz8{O9#~SAEUw4Y3eC3QE%M-0LR= zrF`;m1^(16e6xwTZAmu$M-X37LQDX_Dd6m=vP6z5FE94Z7J3!(c2QP}Q#c%u>FZvD z8>b+-SyUIz@TB4*IyORfDQ0iBZQR9pUg5#y3CwW48=nriK*Ye?c@CEe2nu^$z%rI- z@OUh8HShUiw74-LHbe>7;1Y+>n1U@{DrH$SR!?Ctug=4_oy@(ZN~(vu1o2DwYmQ09sk(_A@0(A3cE7K?wm4Ynel%5t`0e43c$!(n}svV_WOj?qnfzi#ZcM~LW z=rM`(S(MfnG_%!RXBj11xTrdRcH~u-xyha<82F3j{A?8edi_v!pfcpfsGmbZ%ADm$ zY1~Y~l0O-I*dHevMV2$zEy#oDtJz2hn^+q_ktuUlTSI}V_E%734Yy66Q0s%?1O@Jy z@iRmI{mc)$*>LD_4Gjj~ua{{4+d&7TI;BEL!oED_Kdw zs3YWmq=r+>IsFw{{g2JK7Y&7d{@1J#bc#I@o3^#?khpsHwpAg;c5Yfg$eWBrFWNXz zV^WysG1Mr|SuHvv*S05t+Db{AIA?HCJ9^I?oFrfIGOwG3v(C@T>%XMwT@c+v6f7J# z@Yu$ZX^w_ zXnv@rQmM`?WA?w7d0vCxOl4F?xB8r9@sf0RIAAb*kRc6OqvQfelL~}IUdfYV+J_C; zTa>EXc`B)$F0N5zEVX9QxeG+t5CqMpq-pj9CHm{y4?3ByU->H$`V@w25YpKYl&{sL zQDtoMNqCnBxe(y+DN7hYltsT-L%Px4XCUt4$ULoU(UL`Ej84kXHP{JtaA4*4`ee;^ z+}Up(ghcWrE;^!E+iV-$%jHJtbAak6891kF@|`S?xFnLf*Jyyokb$riOJLq*yAo8L zLvwBRFE++HEk6cWyt$izieT23ELtQum{ zSo*C=o={+(R6>K(2Q-4 zywOrmG_Zs%87fDU_>2~&IT&T!-Ffg-ksehhalqym=Vpy!j;S*zMc-jE1W3@wha~o} z!!4nHiFI@^h*HZe+NB6H(~Z2*%AsKaV$)CIXRg8q#Wv$YBPTL*qzH~A-RP`?J}znb zEiLnKfQ*pC;x$0ZNQL0alfnDZ_rJ&1k{M|r&$>hx`lAtn#ATwpp( zw_dLXgez*AXDJcF1cWv~IKO40_9kjT201~?A`*F}2~%e+V04H9_Hfs+K*7MNEk}pN zb}vi9}q%d~pf-Mqg*;H`z=FS_X zcv>h4svm)Tq6c2aOdx2Y=*d5HXWWcxje+}Y1A%8tr6Uhy5>I=007Hc}k zi3sI&5!qY%GQ}ZL#!@0d`k_iwp|*KZSpJ^WX<5A);g9fwU8c;0Ca04bYhAOS?yn84 zpI`?Zm?p+iGGXDuTn_c?UF!fFljzZP%G*y@!x=KjrfN-2J4w5)P2b?5K*t`AuNZ6V+F#1v_1$?|LqEZp=lTVBujf0l8nkYACu)(e|%z1HWz zJ5x(DbFd1R`~orNNE5Dmv_An0ao8 zY7$^BPV5n-NiI&Q*Zf&}VUs}&fje;wErXm&^CY`kSZ4cdG2XccAwdGG4x#gFpHX3{ zi`xpb%wsK}DDzLipjl$7qf!$M*z6DsBxw(2aJF?lmZlC}Nean$u& zkBgHsimW9W^%;&Dp$PdHk6%q{Jvt5ro=byyjwty!pg}9=Hf`ylK0%S*)BJDp3=k~+va{Kk2ZKIoM()$C!&0ri}Ttf~uxZ z`DR@t=NH3RO4RSTBJA3sE{nxTd8g{E(*kt|v9&>v6L%P2U_Ck3$S`}QFKD9?kWD7A zy>e~`vXGUOatcV$Vmv%&XocPMg_Yj}eBJlcX{{O-Lc6o;*zXP(!kH&*ZhEZ)tqwvR znoP9Ig=kBb=GUgP?m}fMM&D&@M?8{u)3L>QP3|bhlJXoe5*3x{ZGvh68M9dVFs|f4 z`SsRZwA{u}M$LLXnJFNtZ`Lu$-7IvEibtv01}EbX!Qwr)DyUk1rn6*-6HTd%S^lLf zd6Ji2MV&Bk7C^OMkyw%D5D|%r{h9=E*DsL?Av_esIsU5m1)!wv0jOqQY`$lGvkRB% zr;D(46IOK-THLcd^ir~RgF;RAwHlQHun22w9;zGgdN+e!eu9Zm@G|cZiatS^C|Z7O zJkgJJcuo)ubmT8q%wg^13IgpkCq~^IFe!W`z|MirD_S+r09|XSlZiCqRLPYj+Nm{S^PJ% zX*v)~Mjd@X2%^mY;U+4$AqRDh(UeF~U;Oh^#S$_hoLJ-jK!M7WpZ+X~n)&*J2=y66 ze#Scgau-fptu=Gg)iyJ-qsK@ihqw2|j)83YUn@+L6XM&KJSJAbCz~aI!bpr)Shg0Z zQjD>#y1clW|JY$R8a9Eb-YWVt4;6g63&QfiW~uy$HQ{Q+%m~a<2LUzv2>A!=8Q=NW zz4{>Eas4(BuIipCMsC|Wvt9^0>9Y9JPO~u&ojQ3TD2t3Y&<)Bgt2qQLc{rG~%e}mi zdRNkG)g82aY`rubW9Z*d7Vj=4+H*LV0We`PUAP4|DR;B0&zKQ*wpxcou_F_W-#Rkh zvI9_xS=OaaA#jf@pBmT3(o~^Bfp3FWPuZZbJzoj>QrAsYNZeh}(>8)TC?qy;7lzYg zdI5o`JK(dw1NMKd5rKc6I#O$zW~V4a;Txr+>Rdl{JHz1_!6PLXmN6zv!A`?t9D$C3 z1gDU0X42|Hgt2~V$2WIpy_PFF9-yd(B`**&-9ln897(~PqwN8hs3=9^2Xh*YDtIMS&nS>lvDkDK zz2S_Z5SC3>WORFsh}rHf3Ke@5#)^bDU3(|O_&zHAe7hH-oz+Pam!eDJ{9T;h{zhXQ zg{g|3TTCT8NR_h#_2|Z$hp(Txwk~_ngPL;EqkK%@ zl1hbXJ0%7(hdqTx9;`D4K95we+3gsdWv<&XkYNV~E!Izz`3dT=-1~N@Aj4hG$>=f? zGk{Ed;1-`aLgHAbiQODTf9I8C2I^#DS7MQsiyd-GuUeIzGafhRI6+$`Vx~v&7<6NDxk7 z44ZqojqR$81h49P%(^xR>L)?~pT9@@KabVabt_dz*GYuOp@ zk3o~zC$lBUKSkvumKE3WD#H*9)SKbnU_rK{W+msu?%rRxQWQlc6MHHQ;L_s+k`E4= zkPoKuq<2J7-?t?N1=QEPC`s@9G((P)>Wm=^wOO%~3SZ{6ona-c*txhd;j~sEv%qQ0 z1FrSzkCF9zu(}GA_~wX~IgpNBGaKx<&gAxi+OguTC2KcXYqsROkOSEJs8){^WM01D zRl)yfK>L;6yuU3kUl>ztP2~`C?CnbdCYIZ(gilWkQN1+O?`t)m|Kq2HC~XkED)fXr z#ZL2Ls@m}*YDO`3fH(F~hQ}FnDlnN2@szaO8Riu+rA#J7O4LhEX54zN?|d=ZSH+TK zO7{hRVT-MwJ>*_Ud)UG~kCO4k<%2!1<}7JJZdP=&q3ZJL1n(jl(E*>jt>kr4flhJs zbix6|z_lIJwl^{_121OsQ8gXOidFcpUWHG0G2CX7 zcUS#b1j!e@LMkf%$r7*(rQyH}6oznp3#`qM($ny;%`Deej}|TMZ&3u4v&Vp*v@=2$l}oiqB49mi$0_p^OXNI5MOZx(q!hgt)l$8&8*STWXT{bzN}W&*%+S!~omFV25}QwL25pHe`hz}|HgmlU z=1`Z-_l=!?w<+Zc{9b4s0LPl^(BAVgT8t@JW6v|Ho=I5c?)P|ZTtMpa_R^5#3`N@1 zp`SP;&tV~y@d9d6RiQt*E;`*j;$uZjE>%=lQHWrc`%%)^no8j^7-xIGNM4~!OYP-q z%YmTF!xuqN`98mvihTWIp2XZ~-Ox=bDahkzYV)K)ya+(1hSK0J`aSUcb#FLu-pkur z6C32dHWbZgg$9kwJRBuQrHO461!A{b2t)`K(+i>d+6f^If)MXW_zG8^ji#hfUFJs8r1)@AzzGyBVC~umMPT)0nI8u0mk}}^~zmogq4&t zbC|rZ%1obZf3DX*MM72-`%EDU{}&zBed-xtzJ|!OhaDq@<9lVXqNpqY)$F!Q?AGc06a+8TjCAQM+X za%fkt5&9Q87U=UXuwjz7IVH#lL#X@7!f|8yrO>YZA6c-`tu`w*0}`bjw0r$UJMj;`G- z@R2RZ^a>V1za#jO)YxUY=Oon!keVS zR-}e!HEtED>M+fp)2-p#A*`!*(_zW?(iLnBsl7H-eDHY^4ZU*G&B0p|{?}2ianmm; z&&PR)&9q-0jmSuxlnE$_fz0n*-Rr^PY||un1RY7?vkzavrcXzCE)%Fm>qe4V7Z7vd zVeMl&93V)~RJY7-E6h!b(mrK3bWmc=lvo0j?gC)NaY4N^-j@WGG~J&tBTFV-d@BdO zKjdmT=##(k+RJeJgVw~3Ui<;{1ykiVmxrC9RM*8ZFUb$!I*gA4x{RKwstLvcQ%T+<#LZt5Py+4ZU*Ir|BluF5~ z&lr2@^fi>(w!F{0UWvvL4;n7_Grg~tT#tS8E^N6AG5Hed9^VVuX{>?P4blXon3-xuc9f%+n{kU0SDHV@A>xzWQhh=8a}y|bKjc`Y)>OcFdpilcexZ0vqc}HF zxE8WSPvFL_sD%DytFRjsqMu932rb%2?6>v~2opUv8%I(2g~;}+&rO6m{%?T*Act)| z1hZz}W#+6z58Y0(Z$R8rVo-s;BV}RuvwQps2YV#1hU~3=x|hLKdyUvrK32L13UQM%*pyLxlF6o?Rq&{Fy|~?8^&04u7b`qRgoWII z2ta<#LgcWXdqJkyS0~xiS|5vwuL^3~oOb5yT&<#A7A=ty`_2XYYeAV+XU0xpYz)A3yu8f#YZ6FhjmTKVER$mn-d#3!Wv zyM}?8>qp+ddV}{t3-RldHpyXQt%sY^RZGE0R<`q1cj+%DvsFZ6z>nVn9{|qv6|Xht z%-gysx;}T1%7cln$H_2-dsRWy%~11heklo)=k#hxazO)C5j!KZoiu!9s=R}F@r{wh zj>>o~%+0)=D~KD?zB?OL@(?BT`&X z(m)D`+m8bOSc$7JLmO(6tQm9InZ7oVTU62ej^O`sc?U?!_&qz#33H8t)$thd1aK|v zcOWtRL*Q(vE#(l9t6Y9x8jGM{sO0RRgx9Ep^AgG3taUt zUFe*n3ZHDCmzfs8@?RWVTQGfHjvNRmR`$1TQSu^G<>X6f|A)p1#VVD9k!ty>(SUjd z@*;7!P;msttaLJ$vVnqX00%TE=^<+)8%a?aNOhcSho zU0nXJ^1XPOCb~(~z|4OSAb-SRLN@{as~(hY5Pr@?Isej=xgM@BFUZGG!-tvhMF!{K zv-f`TDL4T(0q6J%FWAk`0B&J=S(9QqIat@hglZ+v+XA_gn>HD3ltAn`e8hWKrh5AM zQ8+Tbnh$%~B2g?6Ce(7PvZc2Zs6ZuToav{m&+_i- z6;cYVM|~@P(7kYuVRwed%(~l zOO<$OQZ_@t6;8TPC9vE^(?cSb@XyQ0b@`d&5gxV$`7oaL%madF9{7TI_L71U^`WbC zFmUloSs=S-3*1|}eOeN|f)I@-mcauiVQvvc-+(#DGZe_eN#4qUiKuvMkV2^h&*DS;m^Gs(fAi1dw>#rECV(|0Zf$i9?E?3F$-<7R*$ zr)NsWZa5I_EsD;V)D6d&1?FiFfrNfJzhq>(V35i*T{3Fk0*4Y%o9=b_E_M7J`~3HL z?0AS-dp0-$_0&EX5&cmQ6Q+%66iHR_xSzTB#l$Hj&e+W`yCUX{MjBe$(R!yV9y=WX zjyWq@!^|Ff(7{jT1G_oe7$>NZo!XGLr>CX%=7Lau_rYgeziyVsLEQ^eJ0y1+cxN$@ zG7`@6=bYFU7fa7|ISGCrhPaS}>7?8bMRb1?^bZ6qCk=H{Vr!On8`M10ys3FE4|6_ znzXbeRkkn-!dYru!OPIi(ah42ji^3QQ0!(lChWh7%XM91v5)KA`i;wT|1X;%aPX8= z^iu4Y4rexb)`E9WCb|`wz@4;tTL8LiWHZ%7SCjE3qt*(vHdk)ys{PVaMa9Xpob{&4 zOQs`k7CY3dcmgxmEneH`=mvX7yIj|nQUcd`3P*4gNTj#6+NS zKbHcDH*`$Pax+agz&bu+hhco@L`d*zGZO$_l#61P&2TdhcnRMia2%BhDz?8pLd*{D zE3Zrty~`c{OpNjO1^lE{J>ninQ5ID@MYWc%mM;uDBPa4lnTh-qT|7Q*U;3&U*{we5 z*Sf~4uXhAPp!pVBo5ZF43T4gT24y)@MijKB+=#3SUl~02mQDJe$o{7} z$zyCO{Q|Gop2B{3nu{=LvDk5-N>@Czu)wbqCPsFQu5aR8dKEkh-v{9)yXcV_%T*R4 zi$;3u%Y4FU_aIK+d@bgfN+-`WLFY*LoDay2*e4Vo{q8|mKIw9r4VZ3?0R22oA0>FD2D?7>lm+DR zcL<{a)XhVmL`^2vfuWgmekBB}m%-MH(5YHKBLs|ghcSZ>!$qNNMGDg^j=>|_L1Az5 zu-X|~K;nFIKY|lm(Md!no;^De@4bkf{k6rp-*Ud+MR|YigBi7HpiVuPN_}b<0&dUt z;6gE+^n@dK_LgrdF+kI@o3q6t5PEMRWv0=ZJ(4}Ig)3gfM7ACLDbt(0>eAbFk_>f6 zrtEzddCOFkb$9C!JJ*0B9 z=QB&sgBjoLge>JH{uU-L`+)-1Nns351hO2+3iUR9Idp7mrsEbtMGmZDAKfcFSSu26 zTt%ox2(eo^-nb$C;*jyYmKwH|<8p>mr!=^MZb=shZLlVi4o9wy!hhaSq7JmXb<02q zq^I#e`F9!#NWmou5tuJ~Cc-Qd+T ztVR+-NReq6QYd-+Q+jEiL8Afs3pR)ZKa$jC^^k8>Ij3OBofRD&jb6dydCFk)$4-2S zrdjazVhv~q>a1TeD5&R@5!ZnwoEOlY?ci%&-O8t*i{$`aheQ&(E|dEK(Fh4eMoO?DpX*|=6~ihzSx4eLA8RyTfg2D+Kc0>r3eyDLy-pF0v8n+!p$(P zL&d)(RmHEhm{2k7w7%&B*iO|46ev4okCJ??Z2Y962#qX7=H)lE1^Rnca$k5HBG)ZkjhBo$6T^ zFPpU`pDIwvaSvL-;wtXA$sJ;fU0{Y%4R;o6!ooHYs9Vjld7>BxA~N%1IsA{Pr}bcR z_Vqo8u#lfl){b8^P`(cXI}zC7fzrM$^)2&3_vdd*5572Gwv6FT%q6$jGUchtGBO#G zT5Uvt{BZH*x=YYKQ%@gy-^b5rD>sxAw++_K&)Uv1MXQWk-UuRi8xePzNTl#;H&gO5 zLLMW+s0d2<7M!Cid0v6#w3=!@mQjDi?2tXcu|0|& zetF|IjMt@K&cSvLxxh&+Y>7TA+42}9joUO>QMTEHG6JcDj%gl8a~LLPzMPv)76w5{!zs~JQX=V-M5GZ{FMcSZOoHNAEYYv-P^&mBi$xW}2uX!* z(F>$Pw#h+ny?mNN<@>;6bAeCt=eD643}BEk7=1C6;6cf!A4>&Z%9Mi#h1)oRNkzo{ z4)aVaiJFbs3v8J}L7f&yb2`k3UqJ?wSY%PG<&ukD$sCv*6Mpcveumk~RB1 zU^y77AMZf3w)%P^_*avzxQf!`nKOelpctgm;(oZ~r7H?)TcMp4r8Yy#m+j~7luTM7 zh&FaVMOu|D2EPyq#YhsmaHjG#E$QT!Vex)9f*zR^c3 zLwb%#s+-JZhlnDT&BgrHmg9kc46zA zA`i-W4Ltd?y%J!5sO;kJfP1s$ai#1GOTtx3jD{1_G1IQNmLKKe3Ny?<2N2*xrb2yZ zM0g9|$*Y$73?C+br~Ch$uaz=_4%>d9S?`XGgYX%lBat9VvNib13+3)mYz>aKGSMC-3+aZ6>T8RjxMj=a-+ex$drgGO?$%&~iAf&~*hXP+_>cVIjpdnl-B z4lQ2*?H+m-ciWW+Zm*a4y)Utpm2ik`ftH)OaP4Ir@j9W73y2A~y%1YOQ&OXICX^ds z3v}XgP$2K6y)pA*kfvGv<_?%qq(p=aOfN}>Gh!8;>(5MD>$euLHwVhs zw=YlytkF6dsQRxg3k)p_;!w&1L)n!7{#n$ z&DDS~7C%!#6l>FS8;=9RXrX;#1#DcjIxDD%j{?3yq*e6Q<8~`%eq(-l1{C>_uOZaP*;mrjE za#%Ml@xjGf`R2(UXv>e~&G&4a{gw^7dkc1ccQyT(v!d4TAcChA;Jd$ zs8yO1T9i-jw~>O@u5KiC#GR7RRA_Qtv0quDisUDl=a1618vn(?|FL?Ha3v({E08+~HmZqNE5powQ0 z9hr@%TPT-w3fkK#t5rE!ob8t2>0a63#nM320I|9>j=0jB58804B;9-{H`+qUtO!%i z8)nJ0?U@A0-pplg@T8rM8kW`T@n&{2H($PH^971WEayvDo=I{Hk%{z>hD9R4nhMbQ z-!cu%(RGwHL<;jr&2VjyUW4y*Kz$y|b1Pxz%;>xfgz|bPJpu`0PBCe4w%@^e@0Y<1 zRA-%rQL{F#aqH}V)FlNSAgzABysJbHN*I#pN3( zeGXjUFnM@?qkDmTFHZCjF%9hN$C}}&dvPJvhcOO;g<8<|LE5EHrNvT6Fx>YuDjFo| zIf6(w3-gqixIM4uct`Q0#;>mztP`N*axYbyCl#jt%ZY(A8J0~7=HC9vE*9AJE`6K2 zJIfXCsucA5;Ok#UfO;vR{$e_#p16*nR#?$u1|c_Y;iq$W>U9SxpisJHyi{d?vo(qX zmzk38>s?t^D5wJ;43n2z3{@2@sd;S$h3Xo_u(DE`D0J%}N4^89Ub7ghGM6^Wv?vpx zwLz&pKDFGazN3BRO6XM?=i)7#Qp9wMWJY+KZD~*Khes9;L@X(dn5F|k0sS!}Pqm2- zVSxiQF17 z5AoW5sd}C24Jm)JPmGlCs8qU1dU&J?+A$qB??`gducpi53e?=I3Vz`k1(Ji9(H8Yj z;fp#C1h9lczt1jwMV(%<@mveJl1J<7a7(p4y~l6}jgNl@=QT)aA56oVji!QN<#$z8tWv zr1r3Jzm;2ctwxVZT+2yYVDszk{Ww)&m&JT!{wwwA&ygl^Mk_8%l~o*z^EP)ruTPUD za}i(cs*5ZB%*PB!$v^N#>Ete(lFg=6$-IJG5(W?bX+=NP+&Gy>7`jdTAVr^qWcTc$DmjU{m3Vk)o?(Mg)+wK)mw7~Dpil7+mV3F<=b(9Z-q6+G*v2}rMt@p-^OTr zvcca-eRyLMEZ>?*k6`eHrf&1Cqn(ggVy34=!qi)C@txk_^p!<2jpQQnl217z?-N?Hz&Qyoz{MgDHQG-$c+8F6w+FxI-1K4r&i_U}5skmkg+iCQ^j{YJ( zXrn&0i86oL4u_;&F0yr$`Z-TiIW!@cQ7}0Bgd`hNzBdvE%PWSiyoJdj8a7?7b%sF( zID|96DQ<0ovJLYWvXge=8)^Ufbe!uHYYjl;UCS`1G%`3vJlOz0wluhKykyUG-3}z< zHl{CfY>vH);_mwDT-F>VUHZVX$*MIkZQ~K^>Vxl6p4pHeSH!n|S(jckqOlqtY8R9^L5aGS zDS8`+w3(xLEIB1Q2^=?>xx_F#*xZl=v$Ppuhp1sv;T)WV0Lbvk9rvPU-R%2BqQ{QN zL{z?;>2(C(Lfo(neMe@8%f$G zac?a#fYfW&T(y}_M;2b z2UBA53S7C(7_U+-@L6oij3~cdp!(Z0#-<`s?a_o(S3EFwIM*X+IhKWNMl;Qo zA_5o_V@vpR<32Qj!hLRkW8cKDh-%M0fmlCOQEtOBEp#$ zQBi-GFl>N@%iq#;Y@yr>%@a*t2v%6R_#1!0IJOT&Qpv-PkVvl)wj-$P>-e-hgjT$0 zz+Nb>?BtLx)tJ-cW#RTZxmk#7@+sSI9c4SJTWB~7Jk!pe6K&koFyghIx;J{`(M^|7 zW(n+a@5;2x5tAQ#@i+Zn+X<6If(TAZ&oVE7EK3kYa1t}Hym6&vM5gr^1rXcvc$ZSM zEy?1~rhDP7g@p8i`7NZklrB+{c}yG_b=7eI6JYm{JSQL8oy>jdP|qN=+r)gBHDcu@ zF$XlDd#mg5xKdL2^U%@VR^iwB zU^=kXQADD3a2bu>f4^tQh*Ft;WfsK~Jxze|UlGCIwqQ;=AYFSdb*h`^b%#~>ew}&Z zwBEGOWSGS1gIG$&!YEFzTCy1yHRVQ$jp;=0;AKfi|MqE++Y60Am$1Y>WU{sgQaf5A zx(=vj)gEl9b*preC7tSOZYs<&SuW|emzso7Bw`yxl@EE=ZekzWoSfQ?X{o}$?IXiL zhDekO0GAv%>0#uNJLe#7=gLmVwr%drcie$NVDl>ia$gYYcF2rg_R>$$^QN9ZnM`Pu z*?nsff89Hj6a~#G_t?DY7hJJgOw$y@ErMbv6Fssfv3839KS030DePL9M7`F%hKxu` zxo~cJbYr? zB{Ri?wlxOD3?}&s?^LwKluFUM&|&Z6y$_zLsmOVHHog;bn5TU{y*ERk(Xtu$7FE}Cqqsj>IhTP&-QN`_+W(~__(_qx@(0r8t=1X^q4PZFHIrzwN z#E3~t>Sgvt?RdbLdD|1&&3{V})au%@ZS<9JWT`CuJM0mMY)8;RmAtKrK!j_aXH|Ch zWzb1))qER*`qKu}FWtE7$|Q?_x&BGsEnq;G*B!bZkz>)|3AfCDV-Bv+r8DW8U?+f+(o z|LHKf_1@(OI80S6_Z#ElYAG@GPJC&6`I)^Ff$nZLS{*GmYvQ^tYbySvG@U8gl3Dc< ziY@aBMIAN0KmWrJ?zr~>kk|#wd{mB}yj60`_N9)>XN4FGJIWh&RJC+^K=EYDwq4A( zLe*qnx5MdM@RbL&URGU^&gwwwK&5Yw0{_VNi7zAz)JojLGb*0Wfl zMBYWfT)n)&f*^y~ffn9}Rkn5Tlkqj!Jd`6=7)^1cmKX;zKN?k1%~5R`IKO4)R7qiS zs#SWH6f$$L`?+Q84jgCc6ZawjF%K9e$U9D8d{pO!FbtbRIah{9E?Jd9*WI`npLb)c zbhcVk+s0N_g%0FLPV*m8eqw;2?0%xmCa;B!O`7jpLgwj^N)B{4sL8ini}&aNE0mte=_5AeBUFy7W5E z&vsZv0lMk-364|y;PUQ=ZXQ1@6XB6%k4G2Ap$w$j5d<}j8~o?YnTjR0>e2w0vU5kO zy62U-_&RZ=s2s^>C%!s>{`fL!@^*WhBiS&XR~gIw7K}PeuuphEc`cbv#_kV+*uXj9 zNQj_h{)jx|3nojQt5-SVx@)aq2z2lK3^z{??pHa$oMH9tAee3=l|~D9K;wjIbD3)AIAh`Gj;MF%0+E`4 zH<_9@wxKJ~<%e#DcMB_6_BcbRirTMqY8=JcM?LqB@2fM!yfb#924Yn56RvLdqs0L`8j34*{t z$iBQ#8buyt3DC->rG`v@W{%(5MKWcE>q+y3dWM#=F1TLW&cyRkHRzM9z-Avzn6(#X zxP6(2xd3Ja`V3zgYN4AK!l+>yQ4 zbrD^EEZ|ok(EAu4~sCdypZX}at1cSau~D6l*XP9!?6~Ty?3*} z!p?gsfWVt!=C!Qv$wuMa15d~_eOW@QV)eHc#XNK{o`8XsP5_o-g^?);ftY1HC0==l z<_}0!__rwcWgzJdfWE>j>%HP+2;to5Z zrn136{)^a^*gmc*mc^48m@1X42Kun3r{HE%A#Ji^RC+y;_pQmCSKx$m#xLcrF){~I zuoW+DpzUjRrjmC|6WY~f@$wOdm+ku4#Me#uS05gAD|gF^Hg^&`Rh8lJz%5+12hdL& zpD^qe$%6mxq4M`GTQ!N%Oe1S9nZIykwfWC#V3hZS^G;+VQXAl5h87FG|v| zwbR)}%%Gr*h$M+uLkdJO{Ee{2KS!>US~v~RDiuq03Nt%;2oXvpIw#rtDzTqi`QgP; zuE({DsJipg7&%GKC&K^xTLn5{RWN6Vnx-a(SiB?7xyG95XxLoI0!I5(c zd-uk-Z+24Eai63#Y;r(d%dwgXX|18(-pB-&=8zGPb-0{`6+$`NfLMWq6TU2Vu%a}H zE}mZ%Ic;*K2wwcc={^0DND_!Q_g);VVAO8P8AXw#_6dGJMzoGF1EzHj(hWgL_Cih3 zq${P%sPt_rH{1Q!pi#Hwt&tx}Qs3^tAMYjYay3+!@Jis0E{3K#pNJ7WEfr#!o-4E2 zA--QOlhj1Uy&MdYqJ*)Zz0VVfGXDCv1ILO}ltTdJ5)Q_Y{=ZWUjR9rS_|)iNZ>ucE z7ao~@jITOa-T2_DhQWkEZ$@4e~FFSy!G1*1O;W4}_-KVC~$uS`&^ zn?HSg03DUP5$jSZC@1I!2-8VlCKB z5XyJ(3ar`AsKr^epOz_ty1=UYB}mqQAksp~uo;Yu3QWQnQu580h~|0JO-r`+?6I)- zirKiN|KD6|Jm72$3YI5oTE<+BMV&V$Tgxg9j*Twtz_49YxPYCMV=`674ik!P7~8fZ zXTGK4vgpbO?|&8g>!VAJrKg*5*^!wy?M0j_b;ALof7CI~lMG#I->*Clpxr|V5do3# z2wE?uosS^I(x>^d_$$FUqL+CqJ2$4gn`Kc}LBLI_*>qj8{h+hNdNNH^%fl1C$a$OY zDM8%B2MCSM4Im{YOB@AccJ=DiIOj4@XsUMC0^smQdhMlC;C7zM6hm;UZ?bU9k|R7I ze7jA#O>)BFdRBKxzb299ZI<22<`%!3HqviHKKt;M1O0i$fzo2j4;ERbbm1r4yY!)m z*Jp~tV=k-ErUL<1(uDvlXKujOS$1VbE7uttP2ssbFWhztg)MOm!EM)3Yt9pgn+i1U z96iDGp_OZRQH^_z_$+KbCO9amJzXf7`biVIds{2qK)x0!%Yw&KGTDO7pj|jD5->+f z*H;4`^MjqwaSC;4%V~!FDOueraPFx_Pmh!Zvs_~#NzMuMIs!~mwy*gG`4aH#Zc;5- z0RhBmg%IkXylCeXExq8&TC-dU7ilh6(KEI2UV;gm94z znL1q>kCsaqGM2EDNAExZ3TK~iEaW_g5NfZmz?6GiT0}s-v-KLQ9i$W|W~aD;CX*B7 zVuwenRAVYk7FI1*3^8%X^Txebb3HApo%Nx5rXd)T11pm2c95pfJ;=mM51LAKZCqkO zTW^u#;tn{D`Y_E>R(;533k!`*7ixUx2K3KN@Z3Mf)$AeU`k`7=x*;j#ELs?@wbBwx z#^7a*t#$cY9Kta0Z5((N9->1C3tdtk2ecJGb0C=&iA$GIl78a4 zFLNeajMvXS>5d-7!KkJky!(EzZJq)*#a9MX2>Bh#gw@7x3Me9YQ_ME~-f|P}!T4ZiNXPKT@AB@|| zXpj9$Or_IgO;T1gL5G+&(n68Dr>RI zn2HHIY5Tb<%F_`Rm`i7GGIg{vbd=@00;`E|?$>ncvKqu7!7(tWU#gj#rKIr%BBu57<-k!r_Qzg)@wXC;!|jHL!w^n0vgr}esXvw zDGvnuX8!^a)O7X_CVPRwOTr;mnOoks!bab70Rz|PgocMxMn8vG;4cH=6!59|)@>rM z&AEbp4`QSxQv5`^po?QKkwG=hrkrw71pj5H_<2XAK#m>&o)4&op1D;w*$O0Q{UrBw z7)D$vp+}PnJx$ETw`~~1tRB!_mtbVLzkG%A^Yvra(LJN; z{pD|zj?m(>Up|UPox;I)XGt|U8XK#bSapR79$U`P19@P&BW|zaQ}Tc^Vx~h1!X_Mh z+O;%sNWf;6?k%5tkU{vsvZLx6g^XD?Qd&z{7YS-eL?U)U2w3DH5*(4`*5qP_{y6XCU1mi;`EJXkyG|^rV+0&N?ZVG->|aj$TuM$f&l{%{m`ZoJI52UPvwG>FF1fjNsVF zOuF1BTwO1tR9;J5QlYu>2H@ly;Q8mwfa9%UC_R#Xdwp-L0q1CCI3MEpG;Ug&plR{s zTV@9FBJzA{pDtmbh06nLf*v5o+ee6^eLWQIc-;?hJf2Bq1k-?m2G*+KU)p&r&~j_^ zZkxD>my`tCl+vQJV~mDorP4wnGTjVIe3uY58u+efH;iYx^EzTmD4RdE;mtlG$6;{F zx?1gg>p>@yi#ne8YPW%_RX_z7_d-V%v-t=$$%_eaDntAp>i_w9Ig%f?t3*zz-b*f& zSf0H3y1(~CI)sE~F&#>UR?5lrT}enTSUx`JD$fAA&JaB^R00<+?HsKy9NaTe8^w=} z1RjLN!v)j8*TMpUQCdp?bh#j#6=Q>&uh?CePBZ5k`3{>x{Fw4Aaj%Rsya^ro{p3dk zwTNYBB`iuTY;btb4IIo@bhvB@pS##GAjNM6Mf_cvpl+XDZW)5G?4~JOV@RjhoQPu@OD$PHzk*H zY2#h+iyd@TDm5I=G}d%%QrvN!-u4oeSmzkN)QcAf*k%3acqwL?&xrwx!xvi;>J*ly zD+Ov#&H3v0>Wd$ZInlzXh=ogQR}qGE$PSk%FnmP+Fg=^>`}%(8UD%47ZxYDO^EtD5axmFj zfNaXLSVp!i?667TL>$J}S~6j?Z~;+E)iGlRhB-Ni29J|ei?uN(7(oke0det5PpkPG zkK)kl!MbQm&~foQtLwgsBqCXR^P~BWhVy;f5_q{#%+qXBT&)K$wH_n&WJbUFmcPxp z?8;I<(MYDxC>=o0MOkg2z?*WH+*^RiHSaE!dqH^WC%3g`LvvErS)7iMG~Ha1=>}iy zQSAFe_`e3em3@;YFLUXVYOV~S**QlTI|Rs8M|D4kj=5?`Br4;qh&|bjM*+FC3(-kX*L?P^!{;jKw|Z z(yK31P$YOKQ)N?gORWnrb|sSD4RTO1VtayP2D1#Bw<9Q>g)(If zXhjCZ0eyZg+jwY!j>(i;9rJ0f9Hf(ttX%Iw%Ry8T{MHWMchW%$9cTk;%d~1$0L7E=!%f_1l{4JjLBm`>mGpmGk_Qii9FS`!A9t-6pMvfB4%j<4Qu1?k0@Zn(EscgWVM(YhU>5v$%#d_6wM51E1FjN z%_U^ZmiQW)5mIb&wsIGjI2}W=jX<-Ds~#L7lJBR}0Hk+U7OJMo(+d|}z6v)Ts8Kfd zw>7xB*Mr=scEM>DsQF|R@i>rS0U$mGD0@V+O?!Qs@!gQOyX1$F153-#0(lw$Q9uiM z+d^QK0+Cl3BTHB+>7&@cVoW96Y@>qri(qj&=0>dM$ayDy1|3m!Bzla%cF6E4^7Ne< zL;9H!0E`uLEMk>3Orv?m$ZYwVypGFA9s|ss6;LYH9dHP+L&LZNF4@uk0K@9ro)`7< zWUd;{9Y|OE!f|>ICL+?k00f#}Ml}QjBvY4Cqk~CdmNd|As@rI9GR)wLoqIg$o>%r^ zLzO*NY*TDk-n-8%GVMVJfNfPaLFpq5;fC#Sk(bTm_o8u*U}^E;@&`8Q$3}eRJ%8+# z;JP6=vw092k!x;ovNMe4xBv;4%}o{ZyZqQo;&Ml|19m;lmRsEgMFRz6^iO!*h6VLN z(a#i+bsYM~(;C*EbF{DEg8I|-0etPz2`Ka>wB3|bzfiNT*X5UytiENR)-b7mLIhas^<92u_y3B2`t7bCKPd#?pr|X zd31sQ-2%-|Uasqe59NG1k`HTvj(WfFrvv`mp44cMr zU&afJ(_K~=sQh$}zhX$A4dV_Fp@C9=yI%Tmyam3~EP+jaQn70{1x7n!8XPFzj*d>6mhulC! zAe0b)?N{?!ixkg<-ydTrVCu-UOW(PfGXU8iT>qQu9&s=K z*W1bFT3SYI;)p{-@Iu9uld|+H&KRq8P8Yn$#1WfTY?*}v>cBe!h%1#kpY$X=s7RY2 zz!|}7&C+*0NH(i)|7ULbpH4nBv2$8Oh?%ho;{G@ z5jC{evhs*k(-fc5q=1H!Vpi0{p@1+i@0nCW}Ssc3Avxl1N+s@BjI;96{Y<-)+Z_KO+yCgvF(7V8#5}1hcP$u(MG#P~h~+rN@TrAUh8VqE*eOZf4#3BJ-l>?WRUn9?DW_ z01h;bD%VA(WWp$bbOMjH!4k`&jY6FZQ7hI0y~!RKgSxE(Xh}cpBr7j#x;a~$;L8(6 zsodFF3Tx0!N^)c2tl{yv0vV|>lBokR)qZ&fK?QENC(^i4j5rhPowA5I5s#(`1>eH! zeLDk@|EZ$)?T%daoT)R1bj!0!@H&coa88bd{3z`fO2y`boTRspN}y(CwL!WV(XhZ% z{#n8$R$P599QRNXLV*#Ne49ZaY%Ks0f*nay`~DHJrsiCDX}tIp4g))Om-4(oBWred5W(q|RkbhU;UyfCI21^f9Z45(J`57a zN0A*#Q}yZeF6`Z$_>+NU&-VQ$5|z7axFb-m>wr()^h>>+JkW&aF+g68ES4nSvOHo8 z&F*jZ05h#JdvXAB%J{j^$1#_UK z`%mXh68I|{o;0Q0CSocffVa8*-siX40TE(8*hC12v+fp}PS#-*I#EAL+JndJ45eT} zF;ZhTdZ8FbmfGPa)@J{W_jJQ>Va_L!6Gr5BuNYc4+^C=W$>wxuy-^e->K7nEs@k%{IzsAI}>8H8=JOJs}F z$I?S2v?T)$kNoDgXmN;O+YlKCQs%k6Y_tu?w5zjOP90X*<#M6%@=ENx6v25hBvLm5 zL&FzR!(oiYN~m=XPZaJAcMzaf0-_=Aprcyp8b8x@8WR=;q>3cn+k0U}46uXdQ7vMCA}}v0xR&9VLj9tm@6L*mNPU}%l}$liuvF&J1UvXV zf`~xC&~UhV$(}rA2GkiWen#1QiCCT`Y2loWFbYbk7rr@HaL&P-GqH<;XBYZ<^nfNS`B|jk9G@+Xy)$o&5&lo} zd7_s9!xVA}gegpEt4tJ)?^o_AC%6&OCTKRpz!v8C>`l?|9Jj}T{2o)fx6r1?V6Vp% zP<5&>mEaF6ozK=nlo>(kv_&P7g4NU7qFl&cJ!$JjG8clN8Rc0G1oPG-1@^FujN5z> zqdL_Lh4n8bFOort-uEu&KOZNTKimMgsj*#fbub zFy~j*|HpO5mQ9gM{CF|2J)NXgJQC5CM>K^&t7#YQw=@~WWu03kR7n3wF>4>s(!GS$ z4GK$#d%7H&6aWuE@V{2l3P3z^PgE7U_R0cWY5G%mdwLov{1PH`OD2%cVTr=~g-WW6 zD98j|V6^@{mZJ-3*hj8fR!Ef!=&-QUd`COZAYH3@rS*f)7`U zT2A*wkm(UL=Z(6bdN5>)%1;C|c3;`zWye-9Bc@b>4ifVGf>J~%&{+wTL)KoMHYpdN z&(ah@x89iYBc{s%EK-a#F;C+XKix1chcnj`afscwbK_X4J)+yi0+cf=r1uW2jEQ_> z2PKc=YHA+EAw*FZ!1Dm~qVJVC%f(>6OU(6^PVu1Igz5ycyWA})G!+Gz>m#8;bsx3& zf??h_{Uv4|qH~P@z(JN%U!SMY7Gi->9rbC39aQ3)eQ}q?d_4rz2gZboO1NGZ#)+HMfVG`{;*egXiaUw%>ZbMU9$~xP1Lr~PyHFgp6f-=fv>SkVPyKXo? z3z~q=9mw*d@cry;;^au#h$4VXd{ddLA2M z%;%P+KV134F8&5cpTDmLX3iY2n6ll8Tc9R_Z2H2yP&N(Yv_Ks?p1q!x#z%o{Bit z4u(7IVQ2-5mmX-JA@q3{&B@C^#87J;9Izrbf5JFRrbQhb$*dU=7;;_h+|bRzB!D+fQk6;<^BbYcH%Z$@)YJqkTn_)Gb7(wlia zB5ie&3n~^IZdT@w1=GhCfVa@&uoVyJL`AFR#P}2|?qZ2D<2ry^9_Sh(1L6(}$hwP_ zR&M%8{#TY%uP1F#EN5QN%-Z{zaFI?FfWn90=MdxDHJ>;uNg?KPLAozyand?!95~$Y z#Go=GhTPLD{(cmSoK5&>6*$WwyH1Mm^X>u{XQMk=fPbjKC&(ISEfu@rgNehi{;rhS zn5y7n%5APfA^i8}ABh@u|Zu627a@-$z*d@U+w)EgGFC|*3L7-=g4>_`MVSRr9ZLP~nEoSnQROs1n7wB3|fB9ec1s5is1Qz^xRMUcgp^nSdNhX$#T?Ef;9< zPRwokr;t;$x|{JNS(tQ~*KsAIE>Tyf3e}24LBE338%u7hP@c53xb3Ty+_^v+02{yj z<^l?u*B<=8AC_>(ed!I9U7muMTx)}^joy+-3`rJk#E0i4o==HSI1Nk+4}z=>kFBl| zlV1{FT|#4SyLg%U@!#c?h)VjsciW94QC#p#K#0ua9dYoyx?7|IKH4qJ~-3b`CI6+5xD0->sHhNW5SU&N=E@8A;fl;7_|e|)gVL=M8|KI!xt zOhiIueC~9i)Oa>rq1d4>gW>0P6D_sGtyDI(*L+$aP8GXy1m{>D05?`CiZS)EtaYB zW8IP*?K6%NCB7ol`^1AsQIC19@-Jc*OM$`Kae_d zRAsV9335T&7RT1!Nz8-63>f9NL(693oTS0da%e?QEeSV8-1nLarIQn&U<$9~!OrP6 z&36VST?`>oS5TOV^{Ptd(&X*QuzDp!J`+1>P!|)fru;LE`y&6n3Cv=7s*|ZLeR)#Zt2JYqzK{oYHGTOQB%`Bs`C#?t zLGPGKg0tDO97aV{O1E*xxacK&>2U(Iy#bM(=Adq$fQB8%Mhc|5#y>)@4j9og2RW8= z9&$z)`T11al+bx#yl1nDaFX!U16qty=LQOnyAu4gk6}OKO;Fsn>OrG}tebLQJxS^7 z=s-w=g>|%aIrT%k+~z)pXNm$SrrM+-`PeFpvgU6z{xuPaAgpLI7Yo-r+?<83pm~dn zR4)c0e`DrvT!4TKpLQ+CFAHb0VPMu-WOhN3$yb*dFiK3>gaISo?tnmev~GxNqsugN z@k1{*cJ9Zm7+DFQ(AAob-&B&F!>HSINKXTpgNVIbG8={)GHISVS6yz`5m-#X z#$<)#7BJiM3l$p)=(u^1M}2;o_@up+7F*pzey-V`tQgfcQL;TmtpW-7u^WGL1{bW= z`Ct=Lkr?ZFt7R%@wcwUvZ*gTytJYZuJ!z2i!^$fbCs_uVNt)k__(~L4O<|@Yt#)^i zGzxCKEOyvIeVEtOm?J}%x3}$hfI~1=d`uaNO_boo+HjB_j?0wQwik*)bbliX@~bF0 zNrPp7JK|kdcrkC=upTpe;>Q)65x=YD%9GTZyxGbtZ*TT;(!|h@kIqZGsl)9oRSxc( z4#kq0>uz7aDm+QAbXt8MH~-t;4ak^duI+?H)I8FRZO`=8l*6+sr=6Es^NWRc2q8wI zt35pKK)Dd8l*x^NSu;g=A+?QPtd`J=HJP*22M^ewDn0ie0&!iqq7+g0Pd6f+CUqSp zp|^d8oevwsP_b;+k<4219Kxt7Uz?=P4Sa2qB3(wf)s=r0e!9=UBH%d(+(epgVL(zS`hqXV-cJs z4NT8#0huC`e0BG3DQEuNzHJF;T}c(vRp!oBxx-}wgM)u8fVNKcxirDlOH=6y5IQFi zj;u;7JI;_(e)HQ06|ji;(EX6&`cfF@|rM&>^xzJ@gX(&LNdyLLOz5#jB# zI38~IGC+&&J%n3;+}rNO04Uohe)tMf|GvzIr9qi33Bs23vDw~|c)9S^J4}VGm$q1n z3E{+y&WNCD?WpdlfuWZh%%yL2Trsqu<7(_B=1L;6*h;h8J=q@AY_|wQDP+%)t~f%@ zfUGWaw>q|!Zh%0N%R$i?89aC}_~|t&YQD*{wP<#`5rvt0az~4?YKbZLONbowL9~lhLQm#ASf<_kkg2bh@#m|I)@vb0+5|-^uiFT983UvQ z7F1=}>iZJaEBRvk0^rsOOIt}1!g4Z}A(_C*z!-tGiv) zpWG&-?q3012UIr@ikK73q>q#GKerKO^wI`qLYXEPL@(p+cW&?@iV!7+(Nq=X{f8&o zMz-BxvDyySc@h=n^TSsMInH#j;tP8)k4h_})};`-*z)R>^HY_8mLuEoJ%N3H{8mOy zkXg)vH^?iskmdzo z7duZSplMr}!Z3r`EEH=)PFIn`gA$9r;rj|bcgB!WlHzGKEjm&r0;b9x_|2;BKDz=R2bi8knFTZq_$olly7>@!=Hb+l@rT6w_X!GD1x=dH=9XKB3L7tYvNcZ*j zkt2DFYp9cw64&LWLAyl2qd$f6cMJ4A1eH_{?Xyp^xM)qL2SyAoBdr&4a`C+kWttog zRh`_x&Djfw1i`k2c6;oP?URE2L2hb*8wl_UXyT?NH-3RqRSObss_5LA8e?As?PSI2 z2t|*vJH~JX5a0Zn-S_d^Upg_!l~qHHl&Ux_M(iXHDpkC_$dE36lPIWE(4|O8Z6z+{ zEi3G|bjz(9i?onb1`;#%^`&w!#XKX<(gFSCzIsrx-%wCH_ilqA>-<;#3G(e8M`A~N z&@yn%Ol1G+XPi3qXcD>QUP{SGRVDglyPYal@iOwJMmT`THr9 z;l0ylo5Z}cy!3!CS8}myx7wN&koeLJ+3o_ci&mSW$h3w;aog{DpKpi7?Pnx z30>#Kr^s4tx^{PGE3Hho_y~bx_X~FA}Dcz{}w5+lZYa*F4)5=JNZ zbdVWQKWi=E4X{j1aOfv`hTtVsk7Tk(LTSd5P-RXEYLdBs&qZ@n3POV*q7t)=yV-H7 z6Iy}g$QdOKF3HiGzKt2PMKTP&_k3LmWUZ|k^061WL7hv4mD;lJ%@7~%8fmYn#s}}e zz|OrBsLdt`4NRKxUcRz628euYorLo#SxG&l?=6p-YUG(7X_Q{2m6<8%mbZW`m4I?t zgejL90ijEzTh$Z(<73q|?VmF>ZtvuRP)7yrmxWLPcwF}9z2+MuWScctb}wZ|p2ni` z|Eo~;vnb)XnY&Um0MQlpZ^p9 zW#DAOOTMrC30^P5l;zsB>4h5CF@MmF%e1s0ew|T>*9%J2Gs{m~ zBz}Y7O6?MXh&Wf@WsIbW+w789hK29zpWSYX4@TqISP|HN3I6?8g#&XZ|H6`@x7LM= zs9d%R9+s5X0j~jOIHBTtbr%jy3)K{-Ffy%5?JPCBmPLN(bEvLi1e?Nk{;29vjKVl1 zEE+{JsjL@q^UP9fEvWvcK5N%EA!s=&$F+_u8Db^LK+%2Ul~{`j4A4q3%ulhWQWaYT zBRh}9hjH%&3V8(f1#HH*L*!@J>S*Lz&4-1ey&T=9D4O!HCfkbYyAa&EEWWfiuDHRdKaY8hi2X_QY0rJ2nxGmMv$mNFS{)>I)Kzn;c5CAC6 z)MjPud@t1ad9t7UaK5GQJ^q<6L(VZXsPYPNTOek6zNrKIw_}I#YG^u zYCAUYs(WwhA*dO{S}9^Ru>!ylWI@SBwfxHn)6h1h=^`YN&iolveMGK!dhUup=n1jb zZ~BQS@)ajV6TuVtQNtPr%$P$ej2LP&snZ}F1ZYj$V8YufU{E%;dGyg3Dq@1HAueAM zTC{QCQbe-2n>@-$&NymFnJJ)hG}cX`6*$W5UA*uGYCW>TZfYUe1lZ)7u^>*b)*Lh7 zkl4<2T!_szZY`CJDmrDUy~z+x^e0uvB00`7Ktv_FV}S-1ID=Q7hnWgxQoCN%P9b2B zvgh_gz{Qz8hsEDI&->_riggQbm^g_|w8 zU-ILs;y|VpPtrz9`eu{^womS~7gag>3)4)=w)Qc<`iz(eR#IM-Y49da*{3>&cB2S* z5Ck%cGu^0#4K9w^)Q(kPY8xZvb8#MD59Wpt9tiw86rI*x*dZ>$yAJ9YKrJ84OaVev zNpa+82R!OS)wisH1?G=Z#GLY+N2G5*%D?R@&Z~A6yJ0iOla5=HA@-??p*C$0 zST&kBOLe`KtHn+Il`3|7IUk{LmdlgHxn-VhS?jmgkJlO%oxK^#V4opy&%&I^iq3F4 zB2Li0rnL^CI)NoQS@>LV^T2#& zWd;|m8opH_&6J>~`Se40gXVQxVbsaDR_Mu>SKpc|Ak8xrVV#TUD?j6FF0DJkyn7vZ zM~l`j56$gKJDyhay|0=m1fY5g_H4Y>B&#YbGf8>kbDzlB17?x#oV)eRT4ewMdQ0S2 z21KQ>X1}W@ZHXeW>6C4z4ByH8$V@c2K$RrLNI)ums4?>86k(5VdLG=@hgxXn+I-%E zitOORaQbB2WyQf;Zw!H8a89w@Lf{3KJ7pkRp8_f=;e7pC7fV3g5tj%~N`bakr)r<;^4K<_OZ!Ukcf8^4aH zk#GEKzZJ}Mgtqh1Bx)kEC(BY;S8sPYx0J0US4VQzqt*1S`pur}`Y`xo0slqm$L0Td zFBHoa)Wg&!Fd}}Z1xlDnrH}bpr*&=ipb}f^_Y&`{43_2_rVTW=UK~XPD7nVyW|?x! zOjNkC7;s8M?V#js&4&aH(rlZH>X}}vw9ET`8f1c=AKwzmm!O2%?-yCZD)L8MGc8QX9&%q-6vlCz^S1^R}eJ zk_1O4`^#_T_*2^~hM+*IYDTWUF8zMV=_g%$Iy5R{=$m{V#2P)bVF1FXOHq1TE;Vq4@4cl#5uJh7Rrd`{ z1&dAqerZclAE!jPjD*VAO<|)K9e@g7;67?`w7g^h19Kx;6u+k}C2QJU&lQ2Ck?A(3 zF?;PBJF9nFLm#6Yn2!QBMs0W_gZ8|vnllt{-bGm3n<*9ymX#@%3^Z48p0no_o3;)E z)v;z95o)%YVrmBYV9OW5AF^oi2M=igQ>_!zZIZnBgBpu7C%0%mNEO`)2Lm6^ql(pUZbY8vb#(MzR4D1vV%x&Sg}o6? zclE+>0W)Fvq$?Y74zDPI(;?MZK9UU)S$pCn&LFhQ9@+Kly%Lzy2?)~f;&o$n2>#4( zql+s_p%`5}l3hA-fM~cwaDZ}WQhH7H7F7agn!8M9uRU-BHW0OUq;z7;kL~z5U$zaY zji+6Z38PVFBBGp^a4SeI+S`#0+pwg!OrZ(rY0bLbT{GQ@3E5Uv-#y&MlP68#f_jb~ zpt(Srs~_ub?lU8P%!+N6bxfNVaQQA30kOK?&8n@~+K>r^wN=`Hs$~X)#->+fO;m&FAvfNvlD!!_l6|3&Cx-PdFI@oen=h(r%E+(FvJ?r9cdZT zl1x$NZ)gye*{-3a;qAyK?oG+cM@>w%Xr=(2s*)DX=y$w9q0fxbr|R*+ZVUo}vn_Hz zkbYx)Xi3kM4sDA$!y#|aHZ@Y|)-hU0maVnKndRu|wFd1EuK<6u0T&R@Sau7$%dmcd zT-9out3_=YK4%(4T_ch{Oc%`hO7ptthG7<6Z^I)lVYb3}t0Qjk>gh zjL$6iw@rdX+JCAFTRm$;YfU`~+Dx_FHsrI;+Mj>{udR+5@EkHe0NYD)+tLQNy<3Td zyumR`%mc#Vrz9}4RmnTcF0Vgkp9vb!m>0*`tm}E(^kxE5&%S07`a)i<1kYEu3@$@5 zdWH>|W-(ITsDif$kq8%!Y85QKwzjnRJG^#c5qotW4Q<^6_-L%o>`C;CZngt@Jao}; z>{p;G2llnp!KMWQf9@F4AN|I?%>9?+g5j8-NjBNlFkau zjb7-;HAta+E(Cz^L#Q4bZo8%Sb*mVgLl397umo~CaCf~&33fJv-dp%vyivcBfQ?~H zzz-Q>S9u8i9L4r_tM}D!abNz@DEZx*iSL!VdddUBxE!7(8etrDYqr%&f~|sYyRx;Z z*G9&!q{BE>C@}`Wh>W(ho+X?F)xX>Fs;BitNW8DHoL`KfgDV_GcEaB@giVvab>sS- z#B6$|QzdumX~885!BEZ1+vbLgG_4j`G*<0t9_8CXZl(enD&_iQtWsHy4F2R~OKyS*pTyQ_y6D%$2- zraV05yH`oMEQ%e7%YV@lAC62 zq%l+S&U`-<4)wKkd^oXBRi`n^&YGDGvLoNM@qGMEcI5pVN(^?wl&?=~->KfYW6L~O znocP|!AFnkv?M3$?vzjK?#!QFm%&hrY>%S?MDkH>a?ltXn_RGRZ}lUDi!9%$g)i;F zc|Ah$;n#7jr)C6qyIzokpjSigp8aagG{08ZjU)x7VqGYJK|-=Fs^z=9E--FCl3i=5 z%p!w{yP(?Zv6bCQIlU$Ag!FEjAM}5zVEKP1`X}ESINi2_3yb9v#H&=_`vRorbeB;t zSG6=w_>*0fheU^EH!Ga?y9r_UP75?vta+W41;>i8R+Cdh%Ps5cqb1c!1Fl((@T-$+ z?}lt}*TH9H*lLYF-r=U~v60tJFI^{!{0O3#IhL;$I~Sp?+aR5lx}Nk3SYWiwgr`;d zY)q~ml{(lp*k6;;8OzdGS=+jt7R;C}l$okOoddn4POychTzB_os+155Y1Z?p{_En~TH03%uj=|N!sf|mlo^WJ8mwT_4^JA!ES=k@u zc<;qwPs^DWIw41{g)w#ot)Q)4$^Zxj^{;O8`BWc`p|b8iGPPUcXP7f^A9gP+goe3f zeYQZ=660w$Q{$@HIZ!2;2GxxGbD5@#WSNH(-DdWP7bCG7WXTG(c>73z6UUVcSv%PVyN$==eYB)-l)pb((!L?yQXgKuYcd{$hQ8h=|Sc$c)I6w;tY(%u3k9G(4`mL7Ve zOl$kFH*A>UQ@VQptX|dFUT~(ZaH%Ay<*Gs89!KO@EeD?q$|h86D8}S+thXdOs&59p zWwWFdS@Jid&6@fCdw2niwvI|bemi>Ie(JxCqCg!BXatqv)J!7k5-|;maM7fIYXh#F zMDL=iZz=~#X*kM?wW-g6o=`(B>^u`IuyRL8x3@u4@V(_Gfq?T;^G_V?y+?)bllt6Y zxcS>3)(B$$MoGs49C(cZzJ)`DjcTA-6YzxvW4v|nif!Le5cj1ep(&L|q`ph^E)mO?LTOV4g>$*^ zQN$BDF;vNFjvQf*h!FWfXLa^xai=IUh=@5S%zW|I0yA-Hx>6d*HoA17`=h4#r|5)j zh?d-9Fx?IY_6jf5f(3vXHa?Y&4d5LP0V5BClXzWL^_6@t5`n+bYmtO=Ba=?S11l44 z;mFu@w_$z5BR~ZVxvbhQ0Y^!MaBbiO)+!)ro z%6WYeKIn~QvCy%YvcZw)5T2$=UK2{CHD0|bF@$~&6dV3bj%kpJvGcDt{G@7qxd-wsjD!8GF?nW)zUWt$5B^52g3FDMBt~ z$lJBfOlK(oPet?Z1m(9%mL0KP#uzY(hI3hlwgGpd{K+nNIU=`od_kbGHot#-7ZYj1 zhzk7^D{FzAllz=HT1v*cgoRudo)15i(WKUFBvl8UcBKBuiHd)@siGgQk^ZY zQ%(C+@%1<;j30VYBRr!qJahNZIIi>zKct3pi8suW^dtSc1t_DD0Ch%6(+C{Adhd?8 zm>^-iG4s#v{eM&>kwox?cHW*zq}&~AbR|jzkD;%m;2eB(wrj&F%6|f@5?N>0mabL2 zJ3%LwD>C5P0~67c;V_4T1(!tgADb(FPX~Rp9~Qx$#nR5cRNB#Ok*r5$3L@O{09llh zl;_Ttx?CM;z$1a&o0m?bxjUJKr@&x#6NP3pWIr zY^RE&?IarVgV~L5wefJmN^;-^#i8nH=e4UTNgV%>ST z+_}g-o_h2$UPpqPt}IF$g6aFDlefIu+3quY#4p7Lu_`ffTt~$wR$WApxM)b^Or3F_ z?mD8vq&)K=&*_Hd{F)1O?=isi;xY*5?FM5>hWvprI zj>0>4I*gHa>A3$jpAX}8v#8I+CY(){>@I2mpY`tT6@Zj-fE2x>eQ0fc^F$k!x&MGP z>{@a6sz24B?ifDZ$gcZp|G9qHA{&)#Z8*Yb@acC&9vRd+lU_!tMyfLVF^$Qex)nnE zZVMAKCB}N%zo6!-i(8JjTeu9-_UvvCZEkV8s}m2N?j`}AaV47f)#%%bhQdE79J+_< z5Ix*=yeAr?nCA{Q;!V5`wm$kddoCx^xWfSG=d~60%S_8z#g1}I9YRSOj47(a2=GE~ z#7#IF+~eG$W2!_cD7{V4OEk`FfL;X&B9+eX!FYDI_=Yu zoeUd^_clrAND<|MsiS17Rq2a{_WxvAl5`bUnlnJix*dLLgQ&+MxwPaJirwKNIpO3( zNlulx_mSe{dG=yT6OtIEW2bgw`IPL_Z>5MK;|^y9|5hmx6!pvL1F-Nz3VfE56m-tz z>P3OCe2ky(DUkzwztp?ezVPxxXzSg@&iAA66_#(v#4Kz&=1XS`{SShzG*~SEF=gJH z?sHEnLc)B}IvQVN>!IEDAU+S2KsWE6P&!ZAEWkBvPRUB31gEB(nZzfiTpOS|B@L73 zHKamHnad>trD-qh^jhgxN>#$XOI4_ES|Ei^4n#of;8xg zrGSj#3&^aDy{|u6*QYNTUnz~B5QL1Pd^`UB(WRXXY)FOmi*FSq&KiD5kJogB$hRxE z4rvX&G{3=qMI>%4;#D)MkKA8M7Ak-ReXhj06 zvA(Yh*iT=HtoBm28e)kOSMr&{!ZwUCNeZd7PzIYDiwFeSQ7;!sqQ_B0J9Q^m219Yr zdzOtwpPFeUH1G*o;j9w7H5qy4pM0X0my-+i2+iJFlE3fXch9IwuWLU%r;+C(l0Q6? zjoAIc@Z#Od{#3uvfgcFyO!O6Z;!1BhuJefrf9pY0#1lB=<(}&P*1F2f%wc=YlcR9F zVo6`J9{Y)Zp^TA86)e|j)^C&D*+=^}INNKoTDXQ#B2_$l+si*v(e-QxT8Ji>H#TwC zI=8m)bW+$9UeV#R(=QgHb$kSbl*~>xIo0C!Ut9RoB>F%AWjczMh#AA=1Ib9_tY65|ZE89g>5VGg>UMNo=&id2n1eU4K`H8M_Y{ z>F=?@t3DHip(iP1VsLSN+n5^|^Dd;(bYweMLnqhgCGRq(5A=tjLJdHFccZIvm{peK zZ1dHdlJZ2|lWD$oWRjz;Wq9I6BQ^i?mLf}uVIZ!3pEJNs$x}9iX^&4~%h4Vh9g56d zVEa8*TLj^AQOPp|cS_T};J_E6N1F?U;Vj6A@Woi~A2gcg(T_v~2R4#MSN<1i?T~08{?I#f@4Z5)D$fLN zKlT(H1i#zu?NT~=mlz@i7{#*W1afV|9Qee(Da|rgD|zR#N}T>#NHb-M$n4jKpdMeJ zt&+b{Y(zVtQx%;zW=QmQ^-7>7jVT1nzE?sFbzA$Y2CmaNrQ-Rx&?8WfS}VEYNj>`| zK$yQ140(652a`1+m8;HjGzN(xPK_qiBWg)?cr^|*NswO@A$}tC1Ft!%8$CVJpAr!( zab~2J7R1{Id@w~zs`B<)?w_njnf3f02=Iu?a3%~D1vI+708%wwJaRuO^J{W#8XP5e z4+(CgN)jLe6WoPz-!}x+oyDsFo|*QTeoMh`smsI%S5b;>N-vm6X{vIX{;(AcoJ)_o zg*;&ZyKjVy0b2~j_!lKTt9_{}Zm#bo2?)${NOK%|N^TeRB} zylc)2o4&CL&Wp&Ahrq7!&V{`698CAQ8l)tpSSFN3Cu3&){`gvHJydCXDQoBhAP@z{1z7aUP%2w#B;64Td*oD~6lhk7HWAnY|-YLRX69d8bFwvsrvlA8)9 z)gG^uq>wm?DAHHw?`DmFX3gD9ef13|lV>O0?IEp>x93dx;uf=MTen7_TuDjoXZuHW zkx=dMvQNAPtjW3&LOhqCieKH?S4vm2I&>l7CeeN4d}*3pR7KnGM)(XT{pPIT1*ZuF zId|^X_60zq1nswH@p)+(D^p9+A9BEZMm+KKP3Z27iClH;aTDta`(-d@&)ej|mF7iu@4M5~! z!Y>{DK^=wGURBV%?V!AYt?cYZpf$ZY$YeGJk#>Q+yP>C&MJOg$0x;wYD>y<~FhR)B zJ+dy-ZDL9gQX#&iNu@XKR$U)Il*{i3Y(x{R!{l!te^`z*a!{5yWVto;EdPN{U6X)( zQ2l_$g_PQ2hIQL3y=XN!@#_Jddd-eo?_zMYU7*sN8_m!gSio@v=l!crxB;y2Py38= zhh;ab&{L|Z%KQdt*Ab@Mg?PQzUHaA1UFrS|?vtt|7uKl%@=8CJV4Z2#6m}h@)*Kwh zRh0Hvq~hddJ^0wQ_2XCXg7LdfCDUpjCNdV=nJ_9*8tKC1swS{$s%@G$Tl^B)&-LG3 zpa$0yztllmw{KZrXc|e_H5BG;R0Z_r{$j#t7G5#*La7nQj>(Ql0gFY9z@Bz!x|8Q7 z^*{YHt^cGCu_>bWDjSnSBX*p@yfn>fIpz;Yc~ggs)hyt1N*MiJf#5(C}{iz!w*b6jvGWsp2q?#E{pc^Y{6GlGk&|co!0o`ROVSgmKvUs^} zd#m(r(lM}F?)xZ)G9lwi=}UjRFY!dcPl$yQ% zV6ry3F+(!+COFfLY z>puBpwesEvij27*qc;t<_JB)f(1{!>wjrIqxM6maEv@vV7WdAM|J%P(xvkvgUSVwq z`WOciqsVqhLO7iX@hIiN(VEFdY{TB)>e~SQnoy}VXZd~y<|U9bTk=Ykgf4?b`Vw2~ zf7;jO1d`fB#cGs+d4rn=}vn)~hDMYsH3M&qSh?Sa#c-zx(PqyBID)6k|)1S@BI z_!yoPGwn&6N7?`iB8LF(KVaWtPo=YrxMHZ0gf$2yRu5ZHd%!XSV$;V!N@FOKF6md- zM@SIi0A`%E7a3U@-T$5HnDWrftFc!I{C5Kc_VrK#mdUC{8_xfz`$C$J$reMRQ3!@t z3GP0;Zjm+|3aX?+{IZQAI>Q3Y7(g?l+fc3-c~TV|uT3F}4sz*eS#_5Ysi44#0*8v& zEEB3EJ8GjU@y-B-vDaROy&)HjudmUcH%qhF?PWOc7v9cPDK?*7Jh%h1-PpwjbQ&}H zsSYq4Ph~MyIo(e)Bf@r4XQq<-126nHUQaaxUEOl@jK$|d&3B&A;>DDL$^T#IE^(2; z{HS-#%YBC!)8w`QEBl@Vrj3!P^6?n?v38AaA6^`yl&>A73-*S2xdqM_-y1w|6n~lR zM;t{EF7*H@O=c13!*lY#@zz(-At!S~SkfU;g_EI~Hl{5$MH#nMsO zRxk9F_Ay^hvQr7?3bl#+-!xK|5$-UuAiL~xw!nd$<)CcgrnKp8bOs)1x;z)4Nb7W9 z>WO3Ul*ohrbLioJBO)g$Axv!cJ&K zV~Ij(*seNrVJl(>{xMWP`0qcS=eRNk@Def9f^2_@`JoT!V({n(?cT>+dXtz7p4E0& zh8&PVZpl}g_J+0yJQ#nmNhwyaNc#WXL}C95ubB%80B=An*}OZu7H~P`qIbOc0&>$l zk8q60F(!Jv_d>TlPpu%q6P_xCa%Tv*t{#ffvE5Wo|E*E{Vq#wVUX&Vi0gIQ+vz?NM zX+(?^BxMUhGDM`Qk z4ACpwrc_NzrR=Y(qZbL6YWBib|G*RD0U*n%nad3FNOdLZ=F*9v0qF}3ms|D407-j( z{Ylb95rGI#$5;%@2obH-fVgU)7`gkS7Y_fx7cX$~-Q&($nE>L?t_~AwJhQxV?_<|rq7PwVJX-}~N|(ueESjL+ z$|BdAol_F1)A{lr8v@F#H1@_TW9UEOSf^}V$%nqfc9PkJnSil-6fB2gOd}wK>YV+v z_I@xW=9A45CYpSmv{+0b=6u1SUZ{%!{63p25=gWkxT<=2JZ@QooePbYn}Q8o7l7DxiKh1Xf#=`G~La(8eRf?goK zS?E3`K~0LKu}|EPo$VW-0u4+1aG~SYGR}#bqz5BXhxnsWYKE*hxa`4d3$*_hAyvMz zLy(B(7_S?_+;bxyrgkv)kN{g{l!Nq6*=_&=YPVDMF4?!0wF~d>ZjnOa;iiaR{Br3s zK+0Szz`M04CoGa;?J=RqiTcwN>`XU9psSkFGNo)(gP%cfsu)79(fJ~dVxfsb0;xb8 zW)~HfZqnWGMxqvQbfk@Ww)<%LOA6ZFAz28J-H7qsEtl+sTF8)t0mkxNo*6~5sGIzV zwE>p&V1rXLNxcP`dMy>Q5EEg9(Nv|}RO-yzYN)_dgO42KyEZo{dP5Xp;k}TVKRs6& z?HODp<=n*39fqiq_R)%e8-LZwhcy`P8+(HkSmMwRqos(nbwnbc!JVv9NTpJsD9+A@ z-$&IH(QEZ>g&3(96YFsr){1J*aTF>cTP#CnWZGo8QgI7+$X2Lil6(=8?S-=wc;Vv3 zt`>0wY?|X_x(>#|e8xlb$xI!4l%-_jD_Frx^r=cV)9tXOno%9a6zOQ?9!(~uQ!-pc zI1qfdhp2<$_pl5+eZD^U`b`zNO0Votm-H=!Gvy%-HeMXv3-fB3#9Kk6IG$NoVVQXNG@ZD1MU3_TDCVew~{Xwo@2~i<_98 zh8?Y{QkLoINDWsa3y|Dr=XfvgoB_cW+xQ%j!cYCs<)(|1dA2J}nHy>taK-(*>9S9b zEA+Atj5~;ZXnQ#7E@xuEc07iR0Fo$nG7x?7MK%d@_VH3g&I)FlL1u3d7&xz^zFGO-zrmlH*Z#nbd0?QrZ?t z5H{*80hhbUGa^3uBL(GCU=$;8zlsa0PaA?|+j~rQ!N%$p4yE80ZYnY4tgeeMM4VLv zDFNEF-3B+e2iND^o@f7och|F?Q0)Kt=6qY!CDkub8f6HPcmqrcv-<20T9<63FVMe- zmKjZw1;@j(Jt%rRnJjOwMvU#W9?Phr&6{%?kGQ=r%5eN^a9##VL}Kh$B9c@xsG9-_ zjP!I;-?M9?eEXG11T#jPV0*oEm$XL6R7>-KTzXYsD8o11Nd15aJU3(H(-i2 zXe{SR;XTDxg+QvXRmZetwQUPlP9Ogl*O4Mz1)nN4(=;Md%Ck|@mqQA^nAhbkAr7#I z{gw+zaHY(C7b3ZImF1A|tb`?zg!Fba5iJ~!Cik4-llRvXQLX#{x{VhBFPTe{eW>+hP(Qg!V_Uaw;ta4O@wl}svI zgCoM;C{`Etl!9xleX7OwD{F(W#XMov%fIM7UzMcvnxE!O8j>YhrP2l-UA##O1QN4pY*K zx)XfvMz&C%Ix!F78`|D;F|+PUnF8bN#_NC!3#|-- zpQ{P^R7RAy*=uRE=mFvzc4gVy{h;YEae&rsK$r#^c~y10Zj!hu5eEZbPn%m4dRKaE zSW^2fb6LpeqB#}8reN4pZT|U4_^IlfDKgE5TjNnU??X5gXT!YIUO(_UdhWqzoNOwS zhf)RRxtwDuufgQbL|q+@e;M_39ttZIYlr zhXh`sJyn}7s#hhMjsaq1T5AhM=X?;^?^N*#YAHG&j30(#ajS{Du+7?W(-R%`k);#$ z5`kd0%>X!3E;eAE;9l9E09GH1o4zT_@(|quzjVk|b_6llL9!D~1|fDir-vciO5yN| zJG7vW`i~Yk)kz(VAOXsF7akWn6hjDP?7)L@d|cFTFAd()7MczqRL>lrCN|HKk{RqO zdhRr>w__X|!Otl<76kc>QEyQoZbkrA%mg1!-;PIOcYNo#{##CF8zH<~e=^}yeH*`= zAqauikL1#73zNj!Jv#~|sCe~;&Tr+h1koo80wo*h!gr)ML>+&A*JvC^RZQ}n zR&XftqmWhH)?ikxe){F3a?^~&Op4C*#5KGvJvcK(sjItOh`nm(cu)f}w3Ef!ciO{& zh+LLt(`jsEfgMTo*buU;0s@AM!B`XBMO_2EB%g-GTx0iN6CePVs?^r-8Jn=%u``u{ z-x`Hh=J|~6RPX(%?YeEZg=-6GeFh0c1CJr?Y2fG)lUYV3(8;)^EzfFbui6>Bq64iE zRe^=d|AdK$(Kt4nr@82*yn+%qW_uKM>ps1=_0|7GSpEC<&E4rF- zJ|GWd)^v6Ny5ffY^NLn}_PHbX40WuwPWJs&!65oKA;sY);AEhuKOW{XqQ;A$ggDs+aWf3q3wNp(#yVi^)%Gnh8rv_v4BMk zWrio{;~J>WdR9V$X5mUMdks3Nj6HzVAAbE97$DZhjzBt+`5ye^K9f4T$Ke51}qOk{n zl4uS1=nrT^zK`Wgm;~y*v_rQh1eEYR&^onOU}$jFN^WZ%Kn#jV=Wp^X_64p;skW%*DfcIc4*GZ&@7K z<`4+RKGa~Bz#38nrni?FqPU0I$Cq_YF(_ehUj|U({^1pN8&4B9oJ>ZqKYFc7^}frT zYUV743(MGH+T|@Gt@l21sp&G>QqHwoiH1X}U-+AG(tED_J#=q=FZ+KGSow~=wQ?qD zY&j2}GtQjV!iUM=!!be0yM=N3ZcahZ%)o<=REkbc$b1JB5{Z>(TW`&2sAKm1C-2sL z_7kaV4@-Uaa2Ms+Rrf3)5T#JJ#gYRJsAH{-s-vEHOaMBICzYXXo~cdtYtAzL5XoV@ zlr1IA&eFvkOfW3tAobJ;Rq*HtyX8~-L?|_la_Lrb7b2%;G_jbiSshUuTeu!uf1EkF zJ@8Z*Tn;o_y|3Q%qYvT^d6=P4O&)`U21-d~_*p}_6tsT%Y9&ccF^|`%3_I$Ms*tMv zIm5>N#okdM$YrQ<-yq&1Q2nGX=t*+#yrmhhwb!5Oj%?zSfE_nC2|P~-=CTgKv@E3f zW-6M*nCCxYR&08sFDvWK)BrBg7+9v!4i|5yYEPGFq@t)28@5DQs3@B_Yuk_Qa$+$J zxBMqk+O>qaxsZ(HRRdcolT1B54HI19JQC4MZ9JU-{8s;bh5+N(F->9yPDcrcjz=gj zYqY1)@Gq~#`;si(%~7dL)yke(b6WCr+w7Evl&4CNK@<&3JWxveu-Qy{p{h$7V__gI zZsE(w)ZmNt}dYf396X*WHp`s`trw~)j)<`{!8 znFl(~)Rm>`T?I@lHXNt~C6EIC_|Q<{3@vF3+=_D<^mavV!n{@p?l<`{)^RVf!=^gI z^oN8ew!yPnFu-=U22LIe&MQ0WK^6AIA!X_14OyJ{qfKA;f&8X7#CG@Yv}=w&6Y>8_ zY?MnXwikc9=oOgzQ?@m7JFJ)Y3ulu5x@oJ_fWAA2q7lpIXo-W$RYOO+j2=zg>HLWd&SaFBD)fk-DkxznxT@U4)+YdHJNQc^ZRyZ4EQAXT zk)WkBJbLr9t#2Mf;DY#)0u5U&x8rWqCh#IEhTjCP4J%W;;A5X%HtpFIseyjX8jWj| zQ|6R5;lokI6fHv%p58NHl9)Q^T^YZ3Juj4z0GHDEJl=yf;1$QhiMCF zQY0{t{XbKX1_eU}f`Wnq0s=ph3*L2tNvfqrEJmx7kg$iOkGJj4D*vl| zRYDiudDv{Ntv7mTH=?&y!@*ZGUJ;_z=LPb6O#>uw(gSiyT_2NE__luc--6FKdWI#0 zPeh!6hqQLX*ndI^rY*&ZKG_{qZ~~JW;sKyGX zlLvD(sNRbp&lBsrN)*g`t=NBMZ8(O+RK6PAl1z#1B|Ai#9bJ(isKoi9gHa*lI z)={0FxIL!4=E1F)n;(h#lMJw-^y%Ia!G4yiK#R`(#U(tZtau8S(S32FM;`c>by!V^ zv6RbnJqOv`=Y@SPNG*EE06xDHR%pM*va z*Kd2l*_2ajbR2E9+5DHsBmZ%l|5LpD;-Bq&iLJS p3a^IhJ%yA_4gxSbS^|+nIVq_;#RZ* zHA68(A>lDb!PL{kq%adl0mZ?5eI{1L>HMWud~3xU*y}k0G^j2#UJR7CynXKCO1`Q}@XUS5VWerLLnsLeL)(!PQX@=}8^YBCV`n|~^l@F8qvhll%PU%1vZ=4&Jq^UD^&w^%*wm`|fse)r- zPw#9_oF;mD7kV2To;1Q+54)(XrPR>Z=sGee0z+&?!_S!p+(VKbJphYuGU&0j1JPK(J*9&s?O6yZ3Y)C+@@Iyb^{1azZ0`oWDoS(H zOpim7$AUadwE-i|`=-&Av^l&%UE$@ASJBi|otITyH)^fR{|Q+fa<(>H+~q1=!3ORq z>miD-;ZNJY(vJTn>b6jQfTP<(6&VZ`JysSeElaX2{FccMzo3rlSkpv=i?Nt%`fC9I zZa>yt)H>2kT3u-Cnu7Pb4PqsCvguz?oqpmO=FQ!SkA!0z&*g~IjYRhaLwlR8?&HKhsuO{l!@{eQe#vMC@R9kE}C9 z5LN-F@dX0veo=N1-JOaIO8n{-Oa1JV-5>1N?)Ro40+EPofAbvWrW#ESqa9lTY-|U@ ztH-~_MSMa_FQEE}oglX}6PF?RsIUFwiGeF3dzstDtJ#2x?k3o>QO`p$gET^1AKP;t z5DBu)V*Y1}aLtM{{v7GmIB-qG@dP}9uKD=UP7U)kMrp}`NW7%5B;4fo=Cab`?u_B) z$D1rWsa-4$TmOIK1!qV?32a0ZdTq$C93?H>i+yS9&(|A*%<#eE zv-@=l9m5q_!Dnqzx>>mvqO}Faakh9gz%4y}2&a$m*8 zuGsXL0c@`iO@?P?x&qz@n$8smXQHup`#;;b#pba*yqR&6qYqF1E7p7}*r}+G?4x;j zw1(HCg+ziQSn;2~W^9%pp^c5KJ_#-!XV3H}hX4H+GV6moU;<_IX66<~M{vSrM@DC# zw^)ii;yCGkc|Sgopl~@|jp5wa{1*UXD+6N?!m<*lRpYp9TwjwW`7IpmC2t7g9-u5Jnix2Pe#Q6vd1QuGmK4^8M{ouvZxlqLnB0PbJZ}Ez zU;Gd(C@B63A$pLZa`QvuGsE*^L(q41);}b(esN^hm_X6dKQBkeB}s10EK1A{5az&V z-w9U!Grg>@{Kpv)&wgp9mBM1Co`ix#_ITv>ctoY~!ZuoYST;m=Dz}!tT7P{t*d({o+3v^nM0J%d8J>svqlUZGITE6~%x^9{ut|3Q!!} z(3Ks(Da!nGKURa|b6RqW61xNDd(F**VtBn&e%y z<=eE8q?PJ|s38Vkc=MvPIFQ_sNg{Sw*xM@kO8>NbfBMoN0oVzslWn2@TH%i z@D?0zJHd)~k7h$SF?@9jwlxGaS8+Bghh3DL0O<nX_rS7;vFt9ErEb zy3gUoX#Ii!RI&Bu^c;>>yff9_AtJI^0o##B+RHL<@D}t#lspPD8D3WHRHE$s)_Ni3 zD=)|We2pE{)iCAvgq@HD-O!V}zn4XHOZ>tjyVZnLg-EA=@scu+gowz47cvaLjoL^s z>%J<=N8y-EFwZU!%w+EE=&`VRjPt8FUC4wS-$^NtU;r*c>eu=v5l&aqB7Q{8$z{=? zj3Qi$ptM3=zL^LW$QwmCC=5n?$uEsO>|7ux6_6Uwu1BSVlkb@f=U2_SeW&_5%xa`IsM^$O zmiYN*CcP*?0BY;MjnX)$xq+r&HnMM+=PgzizTp{l6GtWc$fSpyH4W+)R-_ELj19S( z=ZpJJXUjhsYYqZ25@SeOMGT5&!H@kcgum67-v5r}#S;~-OW{fuh%6b{vS#}+=Te$c zX=+AWH5hmt3h>ZO4o3SjUYAgTsi{@yNJeMgkO1l##$c0fcm|D=iE{2aY!c0oPuvMp zii!*?fdXnArF_*cNJ~CFmumF?LZs5aV_9ge%WJed}AyXCcG54&bz$fRrR#k@6&J z`RYBzWoBcOsjZ8~B`Ui1tZ{e>EQq36TRa$|ww4Sh>4+ULmAN)-;!~wmCYL-zX;Zs$ z<3>-2Gy~iAJcitKyW9rpKM`&x!_>Sm;xDH8m#}2b$eLqqwRbRW=778(8|DH$o1F`v z(4d;XXCnd{ALG$BdArsjxQJ(OoGjJs*z`wqEAx(qbT3tzM>C zlL2if5YjQ6@`T8_8y)V|Zg+;JjV~R_6Yop8P1UT|-nK*NNl>G^&aDo=0OC*xJ6bG#Wa&~{wyX%VPiR-*DvMJ~ol!__ z1ZJ7QxL3yvO_8;B2s{^*1TizaFcoqtps2;m(&(EdmOz&`+$9U!FDO+D+lTuv-*l~okDtu`|guX3b9;cP!&WhLBJ>s`g{IIy5Rfv#~S2^TCDY_65u>QUW+b9{-eTx$*l>r z=%-32h93LVZ9Fz1=b)^nH3*e;ZgiO_FYunkYGqmrMGU`7hA%HY4irPWjsqz&MqO>q zP>rY$H!RU}sZWTiFaAaWrcrPM0;lah-;aN-9vSR__99m{I<0a7{~cAQYP&j>x*jv@ z$fK}jhUnhg%-zhdlgquaGp^w7T%5s2%D6>`Sk5+A>mwXQI8sF^!5#i;ne4)SK?6|d z0ol6_atvUoL^z}1sE`ec2bSQYyEyuGk;TDrip~+Iiz*hirLD=(1Z3(tW-5@xE3(a> z=W0!UaBYJn90o9@<9H2Nc49osc@3C*lXtWt!(1vf*iiy3HbuIiDzlP7gwK=Ehs4Pbo6?q9E&kJL` zTC5Oj2XUNDHV6-c8NbAAGdCVCLbN`SZw7gi=t55ZD!w7E8oUEfCj1~Fayk)TATfT5 zf*I*V5hg)V87e>x)VQk~{h}YT`yj#BXRZu^AR-WIc7&r(@fo66E zYbv@{s8P8A8zq<7uM2*7|EwsuK-(JHa_J=6B7-|98>vMC8G+yg(llBR&<)TF9Hf^s z6_T`tKDFl4SS!{Cz`RJf4dn%-gh#i zZZqBgHvl$3$-juIK?Thsc7!R2x$N^OfSi=yWm=j`x8OvT`{iWWtUcIH8i6zG5cWJ@+m=14}5JD^kG<^7ri zJw1D5d^dP^dFN80QIS*WJ||sbU7{+lSvoHDD7{;fTwGrgUED5XTJ%|5SZpbCE8AJ% zw@9-HwmP)DoMW%Jb4IXz^`Q3cTge-}zUfHt5L`W0Fe9TjaD#fs&E&BLh5 zgg`&dX3NrTCCKW)reQj-?>L2KG|ni)v}NPD2FKdKCdE*}@QX2Q3U3npxMM1eW)?#h zLogB|@|QHqLSp)WwMmTTJWUV{EKLV>t_HUHkd{rudCR-Gja|0wmbuSJs3EGklKFzs zLq%0O%}Vp|^SbuE_D);HiR+Ayt(ome%Z8ELLXIWAVNYN8%6CvuLC|R4l)?O5FT-5j z@*PCvFpQCnX||gnmj_3cE9dd!@>-w9rT6L^CT6izhE(K4fyeN}>jTb7blZ8GqxOYP zku6+{a7&l1qMMFej91VHD54Kyj#%PIa7me2`H8@cneMVKVGTmfinZCZfhpiMgk6Lagg3(J!V>wO1?UB+`I!ZJBkm(fBjQF?hHAsQe-^?~2VF*t4hjx3 z_e(I}sW;o~x%+tY*!SKE4@5j7X{ndhv$|hjQHDseNW@U)A{ZiQB5pYHvLL1(=lzSC zq)J+?uW7GQb0F;??GkRr=}zQ`+enkicqCnAwsW}C_j45E@0EKolwos9-b9F)b8i=jUlo0uLL!x|u=F|W-m z`VR`%>oR5>q$njmkg{>Ui03%w(A(*^t=-E^klp({^ymg?_UX)N{ne^%)^{#C8Gl!q zEibC@RJ*95)#T|OwwnrQ3U0En@*{7grKa<4qczo$i&ve?$gg|yz0it8|06QQ#@cFK zx)HukzRKQeaa~+4gD>Syf+ju3DQVxEGCsJ^|DjmKuw_~vR0~IN)uaqO~*vOsp;IuMe<2JT202Q z%JiyueWk;rqvrB%bwRa6MNRX?wnqPE%CqNv8loWdk58Hp$H#A0QMPBlsrU9aiGs4m zvjN{d-?M;lP@k!osVSNa8j~vfib9ur{ripe)HnEH@1uvl^l3Y+`Ql~@TfXzAGxnV z_ebQT=E@%DX7MJwoS&T?E*N!5dER72@Hkb`b=uup&#pb3c+X^?ywjbJ;IraMfJ%Iec=Y+t6;0nVHYp3JVxyH_6^WOjSk-VVRRg=?!VShD0`We4> zp|E1NE#6AdHP-QVs`_4a(&A)0v#H^P>C+Bje?lFY{NO&N+aG_ne3GR=+QZ z%V@KXjL+of(YN!I;LTttcv|>@XhUp-)Q60YPxsaRQ(`$Wy<~`w>PP!y@^Hp2&uN$D!se$V%?*{Q?WXRAiZ9Lg z^bPCr?z$vOF4q_ICHUdve>S4b4F6;EfC0e3%F6Md79)UxgN=#tKTRe8{r}UI(zDak z|9{+MXl!?p*WOCujqZC=7kEWiXo~X#^nU`3l$a? z5`?4(3(9=o^6C^|yAN{+YTuy=oHVJ;2Oy6p8+b}1q8#dhU!8` z2B7jEKExMTn;S}=TO2$ZfOD>GbOoCC4G!nv^a!Y=snY&A);BZ$%sjJeBuC|69-LgB z8yH%~(cjlch%-^t2O;P5^d_$YW{yDsQu>=5kqzEE2l5wT5yHGwqO=^iP&t`7X~{gD z7p0<&gM%aR8#Xd6qdgQ2lwVs|K?ekA(HKbFqO|PiOBs^Wd$+|Hh`iiy^=J9b{_|Hg zAdfb`x`4WG{PX2EP$iHXV07r+ZtbU6^eF)DmT#66B8t@nIHg~v{Bh9aIVF~872Fx!N3}9yi;cO55 z4WHornL77fkc=;Y@44~=d0Bv5?dP=qHG#Ja0`{$iO@*53XLyvHd<6VVx{OfG4~Yud zfGDPhs>X)tf5+Dz%QlV`n^XC{9IrRkew$>h4-Gc*&8lO1Xo*vVwvE_&VD)6?&XMY*r$I%7MgW(6V z!UhkQ2iN;s$;#kL-}bKM;@DPp5(i;<+Lj;t?&tnXp5QZf8s!v59~dYbm|u>G>bR%q z+hAOe43dk^pJNszKx1z1DF}}F=Vx-& zZ!y8Sp+Skc4s!m}OXz1|VsLwX`eNtndq4#C6_ax62if|H(BcZ3S*_WXrQuyo?WZW! zf#nU*6&_TCcWWf_tzhw)P1J$d?`zGu?Ds+qL_`I-;=!|3wA&Iv4cQ z`!V<0V-7rN*v@#~KL7Y5km{F3j5~=tRfR_lY@MYIgo-pe2pez|1Ztg?1%$thNSO)B z^FsjbpFY+%_e2D?dw6^fS!)kQ@TntiD+|=Hskg+3LNyU){>4W~1?#`I=NF+3WV+%v z=m%N;=_dF?0GRjz{M1xk;A>2wADY81*0cVsHvgnX21Zbgt}DeJ1@TnkzsIil`7yn= zfF%70eg2@+P@bQj4UF~;fa@C{9D&t3*4g{<8=Jj+w5T`uT@n7!zZ4Ap(EQ*T03n@1 zGYhHfIx~OZ8YV7dsUFiQuOe2GEq!WCAs1F>J~DQ{}YCK%h~=SR;%UQaUE3 z9y8s_K|7Pr6~pz_du^CYRA;p_s3C7N+^OA?@uwhRPb?YFLyaq|!;s$)7w{xZ(agS0 zGi0u1%u2$|VsT*{*xYzV8Dx5kbx4vd(AnusggukznA!A$t>t;q=Iy&7QOmgbcXaa^ z4vS`8E(fg<;c!Dts_r*dS{DQnL5?#48v0ND2e$HPxWommRecuocEA9ioC4C)ujn3{JTAQP7y3K z2o1lyMlgPYpLEk*Qhzk?F@y}v)J>j{!}rCuu_@pwNhNty8WA<}gwY`;ZQq=AKa`FJ zMVETx*M#ZoI%a}&0}am-lTEDEcF*j7TQ&i3yM(kl*7CrkS4TSp0yDhC-Z?`-#mp4N zSPD)d1uy568ibKD-WxqacXw&pNAhS^lRMiKgRv^SBfIgh_LS2UB=)NC5M~>dz7}^2 zEK1W-Tq_1hS-uJ!jJ*JVB6O3et#Y_^iiVt-{=~xGhDhU+Ac>vlPa+ z2jco2@kEEreu(ni)ZTN}+4y#><>$Bxt#c)B!BeiReP!5(nEg;FDk3e!T6d`G!W0$= zj4-b%4pjPB-#y&~WjcP!4X;*uRhku4i6Z7PJ(5(PY;zEXxpuPd-SW` zr(&dvt7-%*J4PB2O*LQ?%z;G!r(UXBWVJghp3*Lu{m&?+_UjQXmavDif=e9UsNK5Z0hiRC zO!5PdkW&?Ia_QzX(7TS5hUX?v`CCFsm?pO_`jPQM*IU^>h9!7%QQo9Tt zoJ{J5IG+}@V}{vL2t#Mg zK8%k2?i#4(lgx2PFprQlFD4e}*FBc-*J%t!PheeZ!@L+al~qx?%T;CAFx z@)pwjQiP+E&m(PDN4bhd7Mbof&b-H%k;%@5lVrRX0Rr6n$DO^~26je-Pj4C*t8Ab{ zCy~bDnnX#ZWY!#w5E#hD z9>YJg3S;1JI8-$9r+;eP?v=+$}Y;9MXhXtM# zWtJt#g**4WLJy!1Md5SIaVrg*(V_-xoN?Wvwwg*+daxY%3aC}N)Hr)jQ}{3CKBW*7 zIe)|gu~CQgO%DW@m7{J72Q2c6Qym2u7UZ};TNI?4a7VCS`si&h9)G~9RU}OiG=j(b z@<=2b{3f=S!PJne$7C4|yI;h1V0;|PGAlBTw&_eYt($kKUNy_%jioQ{PM_W}dkhAx zTGB(1TBvH$d%v7;niI8{6`3crGlPt3wp-6}7picI9o2GYm+x7PcD;)T><-%ko$| zaac(nKLO~u^ynm3OZ2AxOe@PNRil_vF>A0hBup{a3$|XxEF&C`^4~+(Ga`CmTXZ?E zSjG3I5#Og83Pr~Z=(}bd2v5>&eq~(yx@#A-YG~yfn5f57Pk92_Co~yRUd~LRvVFz0 zz+(JDm63F6LOYU|RknFt^*F*qu{TGJ(&8S&50Xcu@jWQ9TqmyDf3#rerMfBQ+Vq18 zus=znTu9W0@v2!BJGr^5INz^7sQO5DoaSf^u@7A z0^obLa~c5CD!OLMH7%yrzgWvz$yWE>Bz|eMiB>wgtH*I~JYY6YD%&Km+ zjq_qqL(@Ta4ez|FKT(!BZ8vwhhO3(f@^6H!MVnkB+;D?lRX^EGPVtkWhxo7%c;V`?` z(N8_c?_fh0xKDKkFydek5KAVte8wmD=fXM)A=4S+UD+=^`Fnx_La>$yMzf6Kn<7Tal)x2uJ!k&uDBpTA488Pj;snJ6Ks_j%>fhjncqzAad>;pM1E)4>{S zyyg1s>;O!K_piavt9V-hViuFCm~Y#*dgIqC>F)$$>?Q;W-vHdj6-8WxGrh6c-ebHT zlPq_B9#K66*+kn_=DK)-IvM}h-K%`Zqd49*CRWNYEb_aJF-8SW%k8bFH-l3R^nzkq1~NUhGLKMKaBQm`CC)>0(|W!!s^rDWzui(+07pgr9@maGJgwK* zOAn~WRG1^(bB%yGGe|QE>2il37`FY}s%xxWG&H_HS8==$*3bksfvHb+&F zlxmwAaLWGr6DC5{Y3qz&{dOv5bc4;qs=y-kILQ4nPf&hu!Z2W2zVp8z!3bVV*2Uoq z#e*C12N8_T+Si3#;6+#s$ibK5L~-gy9uvM)zYJ%_(d_+JvtVU&!p>GYRi=ZVZIK}U zj5e;!cH-^_qW45iRNPxu4E>sM&E|2Y(f>RQkh9eN3o1!VdebgFXvq~%WR_~&2v9+ykTIkG)+GAKQ>fG?nX#8BnElsTa!_}?>DvdcX{MjTR(u~-=b)fxn>cmN zcN@ATir5dDl&-prkv!uYb98y#l4qBosk5lM{KL68TAwH%%5N8SLJ&X<7QK)-cHrE5D|NR`dM|LGI8KSr% zn`P@xf6}aTN5QC?_~1@UJyv(t_2@}QejEY3-gK$TjdsdAejvLU4u>DgPKb-*`Mbs= zg68WPK0erUK5olAK{8PXhm0G~L2ABh=&^Fk>(<+awYb%pHU2Ea@%#MZ3sU<4+}R!! zS9^(VUHF9iz33>oq@QX>0GOO&(pRN6^v&UU9zx-ZS%NG zY)VH?zH+Xty#doJW=vpe30u&PbvSo!Xwg@bWG`3B=^KNP$LA*ckwgybiWVNhkFB+9 zA}8D`&&(Xm)xDjH-PDCXmhy@N zvx$WXs;*GEP&`R$J5T68?+@1A*0;47-5ATKb1UOKl39tFft@{1)#BE#N|i#Mn6F)x zTaAXjT913M;4oZo4lwzPIfQeiNnm^Sg3nylEv~fddu$i7s!CyCiYGat#;t)uIGzOC!jnZJ;6$Z@Fh551~q5cXEnk z1c9cJKDA7z(k8ITpA+@~VbsIB$>ID!vmoJszIN$q63ULvLa5O8#b zA8x5ZPT;UCd+|oeOu_qm|9-IHdLwp6{DPj01Kp(67R!RETjTS$G1uixEt6v1L$6z5 zM}3NywAy07v%fX^sen7adg&WIkGX7W?HZTUJM4woA-V?mm<9H}>vQi}T8|H=0Jfa? zJ<*jucOP{sCfMnAwL832`ZxQCTnHMC^cUc6F;s%>)gEOz(XPd4E)21Lt&BakZzzwO zr^C4ugnZNGJ|>E&@l(Sm+u7mXu7k3MMa7p`vS*#Q&LuXJZR&uttT@SwIM15?WTd6J zmLu!r8Z$GU>YUlRj1Y$Ll66~Oe}zQ@9+eQi8nLy11qU}I;W`u0CnPg?u=hr%!p#9Q z3MGvLzDH%98$L4x+vRBIN}?~rXvgS_PC2!_QV69>3cTm`cMVEwL?OMm46n1l{KG!| zzH-_cIf|hyeud6Pl*uAzz9Jux8+J8AqPjmEjYAt{b|A(l=>982c}>86)*tzBu!-OL z6V3z0A%k&9a)&}GTAmu~qDl8#cwPL+(}F1u#;w9j>SRtfQ&47-=&EfaO;%YALd2Di zM^C?V$jx+0O@ez49B6@ugRSmh_Swkc@jWorrB* z;0H&v8-yMo;6*yiE`=KpSQ+H6{`#6&X;X4#5Zn*AJK$i`*3JJYAm%jgT=QsuxgP|e#J^f6(IpBMv**P+XDvVe0d`Vm^onFn0 zJOkC~Puq6uOj3`uBu?1c=3JSNCK}GOoC*?XXX8?Ae$J`mz|wgZCQbjCOXEkkv|AU( z98t~vCw$Ce^1V6~1nsh&OY88g7_2Ph+Xh*N^-}K596Xlz3#VyTu+gmMW5x=XVoz#2 z>sNST_A}+;K~YmGFSEMM;~8MfCq!@BH0&|)chU%zbN1G-gtgeYcdy2VCHj;-^j1L2 z=t3ETQ``Wbix5kIuN=YN!``k6Lg7D2h;GVfaO#FeoAQ z21D<{%-7CjuPao-83mA2;iU`JBYYLcG%kPGVm*uD3=n@#EfJFZvwu`ilmq&PAGtvH zkP8G$>(n8E;eF$ zLohnV&aEjNO0ii#JyS5UwoXOtBbwR6)`qAV8IX2_n23ujI4czZ9U%`M_JqBHfAO=; zrc;I<1XbjCbZzs&A4uc?olp1H2IKlgG?Mn2NalCQ<=E#wOSW81iaB$M+nQO3%-d&h zKxq7qbG&4f?oLtQ>&Tf?bm1P*8!xzCcnP5!In>tV$Sj|e-%1Prom{84a-lRbaa<%thxjngnIZnBjqgmUlH2^*vSrrX{X^j9+vJYN9SBg4$BhZYc#j z`eaVTBTiP|ep(zoA8)kX+E|`uAl)#G>LyvZq?6e4{Tm@EOZypKi_oE6EUe)D!2MA& zAnSr)__P|jJDZ<4Krkk6IoHcrJ%RLfec5kTM`vgfDQ`Z$g|p$;rb!dQsHKj&$QTe@ z*mDIgr^1{HY&2B>$-t_RA`TTLQs5R{Hopb3yQ6u6JDuBd7%B7q}Ts z*=F6e1uG?Gj^p!3tyGb^z;H+_cv#Zq_A56)k8>otSVO20K&N{Ae2RGU6BOtb#lLwX zcAq!mK{d_IpMVP{bGCwN41ZrHGLiOU2*4WR@bPzE3!+Z+dC6y|*-A3=(7$Eg9Chy4 z5|bA`e<{3F+^co+;-I7#rj-jNixzkI;U1Qv<%3W`@|B``AvO{+Niby475l%|?W>_IxX! zd5BrYw=?FuH&YE2eaQEzUoHz8+#1XnQ0j$Epb)+X-?;_yQRCh8+%L<-AENRcPkN{9 ze!5)#!n7LI>~B&!;TCVGC~>QsLAYb@kXo-ZD){DNQ+aMWt zLPl!fH|oOiodhFoBB3vF)|eq&YyK?;5D@mkZq=9{%a`)vdZp?qv1 zM!FvPBx*Yd{B7(4gE4~xXN8?>(;{5^u^8ptyab%EzMmq+?WuvumERKd#)jhFLR;2WvT=er|K zrb9|EmQ1SJMuBPSo7EC@=$}!0S94NPt-?24sx2o$WAdd)i$&|UP2aegva72>B^Ih- z=ffHUA)9Qf+_dii5+%c<6UipuQKdF$;g%g>d(&L85%J&cUBl&0W-zZs60nd7v@M&QdkD^%!m1hO|iK=t%#)}#);V<9We%M2B zTkj?;(%jCcD}bDW~L(olt`>_46|Ff7|x%QJQ9QSiNy2*yWtZXEyon@IcFi zC@140md7US)%qeP;SKC4MB_bgW*&?Ym%zfS>y25mrgRiW8?WBhtFg!@y|$WAv>6S? zh@H{wp?lJV8!p8&&QKPZn$EbNP?v|Hr zdGyFG#k-~wttxS#ok;*oH~IFdNob}6;7+wn=YY;4@88oy!!=MnYc0*ebi8L7))`oW ze3fs#aG&wz4z6Gp>USiJfv<3+QRO#$a4p|3w%v1T5e(_#l)4sFu@?ni<@JqzFH*47e3=A( z)$o~(Sg*ea{9*2OoQ0O~-oU}O8;FQP>a`C z)xEYFH1!CAhu~&3SsH}p;YA-4OnsW6k=tjPAtHFl;WS=`(!zhPbm@Z~QM=#3jUf#N zmi^TvPYV{#3j^QJ^xCEc;e%M7np4}tq_y>w-x@#Ts@e`6`l0a)OIu#t(p8DA^Qz7e z2PA-d0IE2kFuGDN!!3T!)ktRf@lc4L8llOO>qSO0CC(5Yb3ca-wU z6PcO;^c+9_6m3t+45du2vKv`tbC6je-a4TZlh86DiMA4vPL=MlM)$ z$$mo{EWYEM6OOA~v+{)J=UKT7|5zLq=9wP@mDp4Z$FRCRwX1eBy;(qVasK0-0 zrn;$pU$yGmr0WFmpv zEx#=w^ha}9II?@_z-+1Z@pL6rN!l))1m3jrY_iXzwX~HO>d7aFBsGJmUpM$W*apr@ z)5mvnlEPJSpp2-3q*`h(Z2LUD>}Q5BV)>ydup;3K?3AhqueU1Jfy!kg&>goMk7>x1 z`3c|+$G=*e79xMI&V!DnHxukxX`=@s22iedA(J1iia|V(8kps>bWHk~3g@vY zjUbqjjavE=V(+0SR_qccBD^S?BteQ9`nb4lB#q+v#D6_R6Te0i)AfiG7Z5l!Y*1j? zx3V{S?;Isf4z*q&mT38UMl?=3>7p7Rrz6qfhMQ&NIs4p0khtCjzZ7USTc|woV>k5CcV5&701=y-^{%24m&K@YvLoR-vFsXe2WSuisbX5tKI~KfqxCz% zJGRxK^jdgaDTZHazFDiwkcG;W6!qVtk4G7KMum2Uk}93toF)!iE+gLJD!WQl1reHb zF?ttkor&9+Df7)fPHnY|GUTAskdB3!EI2PtZc6L}TIm z+EWoY6g<`zF?cq0A8HVSx<$O320<6=IDrF2TW+A>pkSC+)A9S+aaT6@I^6A3ux@GS zX05Z`(^IL0?)K82xQ2vmiYp>-RKc0S5{tmVmc5{<{`nXrfCW-@Ww-hF$&*5l>6s0&qqsmb);9Gt zpdT%h{aURtxx01HiV%m3@uXvaDBrqqbt!27Xs!Uw4gimr!Q^R`a)0KGexa!To+&O8 zOT0aPU`pBEV;xT()FzYS-D*NIiD%y>_y9s?Cw?qQuAtD#joP* z>8RC_ja*2H+J)jS5Vd%`v-ULQW9e@Z8`<^;D>NO4XIBh1{@q>Q66n_g;w%P9AQ#N< z@qPI)hqmFQ){Reov}FG7a~=ghrg!@VO1bNkNP!1;XFg8%BJ*h#yxEnNW63e8upWZxDakOU3_JrOs^wK)N8`}l9(VYoM_V5ZHqw^=!^k}ZXQFW30*=j2 z^2WAp+qTiMZQHhO+qP|VY}@~t-N`q&vo+pTYgO&Z^Rw@HGazUWJ8y6ZHTo118JM%F ziXAE{a=Hw$5j3B6$=A6WW7X$%o*_IP9#GgPaYOCzKEb zAaN{1W*yO*sJ{Q220zPMkzH9kD(Fa_M3o;Iva6k4KMcFh&e+94mB8cb4dPt#NMCAU z%ej|0bxLt_fX9FT%jgN*=B%?pE-qX_9$~;A*ySrvD>W>Dm(|&~8?|AP_jDzLQGI-d zA3_V?L~5gnV8{%Xv-sW@B&TQ(X3Zpzxpb=`lvZPIE5Ujb>J^%D>2w>;^g)TtF1&RK z2+(S%;#G#4w?^ehPWs~z-nlrlB}X_AvVL@8<(lsynz$uiQnoFF4rtnptgVk>pK=xs zhrwt9=gZ)S(bXmwgZ*pPnpDkRS0hhm1gY2*s!wSG+Q`ces~6IXviRjO@W94Sx_3f- zSV(CRen*@C;q9ZH=m`L*wNCV^ytEWKT45;d+Z-hk`5Hw&pE}wfD)i4Zlz#iGi*fy|ZqB~685mhj)p8QFgM5$+SvvMu7l6P2!bzCFH$8)(8V^!DtS zAJWA*Ur3G3yn19YMOO*DbU=CK=h8X^GxMQV_K#JDq?$A^=)4`pAMgaWzKgg*^Eya~$7{Z^ ziP8fq&-4ShJ8}=pd2)u<+^wN+`)jT>f*StpDBfQYUu-KpRaMny2jUxvMDy1P`3Q`; z_>`sgOsx%b)D9Bs-XlKbT#iiYA?I0xZu||-BYSg}=tiR)^&K+p)12@})a%QiZNAp9 zS>4hnSo+lEfy8`!>bJPhp2E0lu-~D0?d6_V_ClJ4QZL`I7xFz3oeh`6D!NnJ=eN(^jmfM)oW7kOXDtbZx`VPGvQ& ztwN4{H7Gl}e>>5Nyr2LM4s|+lc{rKObzvaq{>GNC8SB+cAd1{tl&Njw& zJvaZ;C_O86hogMxl8RUO!}SEnw7&Be!b^x;Tb33`v}cfFg&tAb>?y13gl!E&+@P2r zeCctyPbW?pBIQ)=S0FbFP6t)V5BaCK+tQIE!w*lm<#RFLj`q)C4TDG2xsoH;Q=W`D zdt1;Lwg=?YNF%zxT-t6N5t|B;m6@wGnr7f=fwMU7Ou!`_UepbsBr%9QF5?QSvN3@E zU;lK*d=MtP^MUXWwTNT=x@F)Bg}*O#0&hFa4iW}OCWwJ8Gl{emYu92 zsX`JCFr3y_Pv@L8soSp-&;-FMJb2BZMt0gx?iiuMcPJ{{t5R zSI`vF2AW`ffudRv_#Lf7DQ?4 ziHVFd(|hxN@2)<^NUB^FrJ9Cn@OCZ*>3f~7{VthkGauiDY@0O?d-^VS?;Qobh8bQf zEdsxI-OouNkF*(XTn6T7z8~W=N~tLaE@>UXA}eK47O&W-S{vsynX-6&TV0LYQRczT z>?T?jM}P^P^c60h{XA`sS=9W6of12kZLXEgv~MIjY-1 zS`sWTztr={a?XgBr5vfXO4wKjry@9!Ryf-3hnDTB-9}ONMIpCL*QHzh5UgN6;yU0* zPHL8D(SKQ|d)kt_)`%0jue}YcG92TMD)bcr(l?4if*K}q)MlDsh1*W;aPjUip7q&y zJL4@gK!A$GPIa8or(Tryj$T`szOT9SxZ({a^1?2oQ7EWC)?1R1+=Dc3c zmO_`V@*1$8CtO6Fj|KZRH7LsQObX50pDc*F3nG&!*BStJExJopAH#=i!rIDEVq;{! zg}k^yed!Ef5cFo;ASJuQlRKD~-q+@NmF>6%@tZ8Ok6af-sqx|H%b5^cUuLh0)!|^j zDr2DV0bYgLbZ=o>DDjiMW==jRvQ)xH%VqKr@Z2=6ZEd%%_$eY4N3|W4>&u!-Ge1mC zU*2Rg01uutKaZ09rcUmNyC%o!ll4-<2Rf!>w7O@LPXRo869A!v!saQ%Y;``H2)?X_ zCMZnHs9Il~f>@t{rWxd);O!MJZW9K--KDX&;G+?Wl?tvV@&+K5M2h+DbDDn`dC z^fbe;iF6GAN$eQbb;}{9z14dpgISLHdMg!xwlXiej&qhbw78p69%53UWAh-+9aPiC z7xI=zregiU7f9cwklmIYLU)FtY-8k0axo*vTrkhkEcf|kn3ew-?0Z&MDq zCH+S!lzP9Us2%&sF*&)_+fF% zCjHikrfU3@PNI1R{jWH2m}9iXM!O_$D4;!NWKEb2gXGPHrYXV4`mln&_B%F9iidrz z+RrzzE%O||;@RrPJ|8LIzE+n|PzXfIwFIb_5fohRvz-eA!_ z92elilM-&2?}ht|ybA(Ij|Yv2s`x5|YpQwG&B!98iGx+Y4QZwZYiP!6^_M+>=tuxr znQUDgFx4Ulv)YzP0_-#Auw=@cd5RGGrrmwa1eI!;VEyS?!tZOEB_IjspRVu)#~eHG z=-Cxi;q_703=5NQJ2@;7yC<^D)sLBC1Zc$Lg>@BEVdf?kBCQU$&#&kr%xL$(d&>-6NtM}WIwU(NHiOZ1YRmxtFxbpib62zDRMl$ExD4SIU4Y4niG9;lNMC( zQTmTVJNVr(jHe789!}2OOd)w%Q#YJKmyJ61;ifZNq}e zsQ4(mbxlV%VOoU#5}}Q&z|7!n-s=2Zd$EuHIvNQ~3gbn6R(ZpAZ|b%bk8wWpkFIWnyC zS9H$jA_E78{MNsp;AEz}$q14d>Jg0Y4zSip8$~EVXN>Mpy?ZHa-r5DM+^lSE%#*!1ELRH_z!E4M@JqPtlzFQfv2Njzz(F2_D6meljlhq-iV0i+94;R!t;Kb!iiK{S&%6-jZku4?^)K*xq}0% z+8UzuLSL($HzAcDp8bnf3VIB_O#Pfl1uLDTmIo=w+WVVy&Ew{N(JipqZ4`Vl z(0+fEeHSF}T8vt^{_(_w&A;QQgwBK3KDlUqR6R^BxYv-?I^BDAsjA8a8oox90y|#} zMax;|n#7B7eVJeHUl%e~zlBc@Ng=x+x4Kx0&oxG_GQ8^gh_MI}_mz_5)DACS_(n?) z8z`0@E5DLGqwBbc8An1Rpx8Y~>Im=^R~s3?vaTb(dO+}zl+RpJBkK;oF2a_@8aw)T z)+puCk|M9%DK%PxfU;P^$@#hP$LEOzz60TnEmy?QLzsi5u9`I*&-W!hUOH9gfC%eP z`Bjo%YSn+2rHDsfE%iI~CeK*1Y>@>_m_TT7Odd(lT&|`AciN=L#59YjwYT*(@O8}? zj(DBD7->(K7Y>iJ5TT)Q6g9b4v8bXbhZ}H0eua14pSrFic%t|O-qv+Dqk8@P?M&9UP=uE%a+X!L>9L7=P4T_D zbiDOx92JEvn>Evhxcr&(Gq@MwguLhP4KfC>Vp>_X56{itLE2MP%8ebxiuTU3m{Z%Q zUV(@n8?5ihYA2U#_mfALMX;v1L??i&S+ObdJWy;bPL&i-q^N94+YWmjx}Z_sRX749 zYBN@8Q3*N^&l`67Jy!yC03^dXe^SdF*m?g^MQq2^ADTW22b};pqH1lTWw|y&v6ZN_ z9C0Hswd%D9^Efgq@^F0D^e%}4yl>Fi3$33^6|Zwd_&f21L;#XL;8{;-7YCDbRFY~B zP`bVdwAH+m$-|GqBadtvF#8S8zI5{bA3j%OBmA2n$V+}g*acB+plV{ELiP_6L0W33 zx*Jv}mMlZRCX;CnJXL@f;bqiX3=1d6O4DGeq%|w&+#Yb@;VCcoABx~uE(z67Y~Q18 zhb#3}Y$>}<<0qkB$bAQpf4U4WeC*L=h;9dUuu4wRV3x9e@R}}>3((_%w!Q_~(0^e5 z7(_|)5b{9f_aHel_bD?E=p^Z?xy0)%f zzn@WL$Q{r{XB0$oPLh?bLhyct^*2gj?)W3V`hrRa*E+)WKrg-`aIcz5V=((kA!?)j z*#jB70RQ{Y#EMPS3tTqhFu0fjc}?$MU3{frtrL0>rP9?Pe%b~<2^tW1>cH;J--Oc& zdqi@npmgIM4k8fTBq=ru{+|v z%CF>oi%znLM%mtT>5g<-yieW&cW8IoaP@9BOf3^?o(r)Z=n?(Z`t=m|xd00dn0$|% zV6>KG$SlTQpqG!B#ok%i&vo6jT?GjO$eVV2QF;37FIS#8bG`lDkSYSoAUo?Q~ma|z#7%0!lhH4ziR>z~II z)@hKClSLltlXKDU*#jno?8-@e?>d#iIt@aV6Q?wskEv7-{iec{QHa@To7OfzNLw$! zkHjM7GmWCmKa??Ug>1$$`8&ovxtzUG>g9VS<|I;v;MCTl8{gq=NIY8EEh7vl4T!MT z)OEoFD;+@#GU%AhIFx<@xX7QV_~S&N@Ri$n{e`Ix;uFp)=`vMMi2sfMu@sN z=m51=GiYv4f^Cji;4EbKRfLBf6AKoArCChuFg|k26L;M9HJpN>ji`6zZy;aOWcBlY zN>tiRiFcS(!(rJHihOO|mz1dCf%uw^QbbbKuQ0whxj>lzU3%UtyFSRfXVKHNnbJ zqr2lc-H7H7R!qe0V8u8E-u01_))j&^itl>-W-Q>}8_aMin-^oxKJS;|LnaL+)kk;v z)t#AK=H8EO;ZrjE@@3?E0arG_k zK_%1`e!ez{E#AAd;Wc!RY#+365s$mm_yWs~<%$V~j?nU>Q!;l|M1on8U0rt6h%V1M z-q8j6pJIOL*PPkCZ7ZqJlt^mgVRfZN9j^dMMoVNNgxXrvD}H>SP37mSfND0qbrrU) z_z(svh)1hl)0DnUMA*{v?VI28hJJ2FV9DRQ9(mdRjZ6%`xsF!Er%bNxW?3cTSp4Eq z{Dtnw@#TLY;(JG%_rKs@h@f{|Zg+WgI$S?RLorLgT`wJX#oB0A2Kr`WMoReRm(9B#{vqgZJ zvr<}i&&OF0rB;;^e4HvwB|a+*xj#wI2cieb|1=&OKD9$DvHgq`q>zUhMyYnJ#ptl4 zUC{Nz*JNvZJNQ?2jNok6^A&yE)J$$^x3f2uXF5kSNHYdzUl9?s#S=HLp-Ubl{590AaH4hcQ4$+3^jW%xfP+mqs-O(=;!^7_e+GT1V}=u>T( z+Ovdx#nyAH&1g~otX-p>Ub9e`1GlddG`MIqpBc8*V9QmA#Tc(N8C&jEDUo$Knu7^^ z;_TV=navf$lH43zF`+B(^5|Io@z-pdQ>-c0!O8^4U~3a9(+?wB6kxeT7gGDOn+g672P`R75F7TKf1?ky>NbmzdqF+pm50n=GSD)~z+R zoIOcYoAJDx)kr7U(a1Ux%(Z#nLf4B^tL#M79zkfr09&nKEoE3`1%s?E}Sk)$3ra4oXMaKP4>b&E>Dzp54!sW+)!VYW<~{(VBM8MbBGEV81+G4mgJW-*eKt2vnD zkPV%d6!I$S&g@j2&%K160a|A|Y7^cpUZ?jewzJD@y^Y1aYykmrfv`YKvU+wlKvQKn zobU(YP6oaQb*7zxZ(`|o*!7(Mo`iW=O|!`aO5xc1>=ce15gh@34~R`DlmVy6Sgz)m zdQMI-@-e%$Y!qpF3m=9rtb0g9D94rj3&5`+UMHiG_!Tbi*7v(%DY40@?rGwn&P%Mo zn+CB-3~0X@s(LJcrIqg5+xc#FCKVfvA%6s?YHnaFp@vI}h8{Dbmzd( zGR5lQp>72N@$|-1!;)>>EEA; z@uH^0{Ab{4*$wdz1ed>MC7hnfPw%H@C2)f2IY;$O;N@acOPH_HTs-|iUh+mfT+x-b zdm&I&tR5mS9g%rubJ$47)JciAi8K|SXVFH;iY$e_2ajYA9yt0w3op$@SSXTAx@gA% zcajaSkGJ{dg?Y9sq=6$QF0ONb!vSATAbeHK%EX0-)Pd(|HM&E!&_2h)X_kk!ikyJj zBDr83Ia%EOPLAoKZUc3LXFWir^{&WO1PQftXOZ%=Y=Y?U=f)6SQ$1T4{qUet|ee zmVS84j9Q03_mS4`@q>oa)658hndCF>e^4wIk?%dDP!Hz0*Dnt)p-VVDD??gnuE6-e zoU_#!N4x%DVh+$sS%whdP^V@?at2`rYspvbB@y{|tJ2MY9Sm{1=D(m5q*pq18ik)Q z%u#mKkJB_skml}4kP?(j{v8#RISH8Hauc(LkRU&sF5Y}yCBA6gN;o*`FH8*nrpXKw z2*KMHA&LJu<7MQfyAJL!n`Ioi&%rL?U(|Qz|1PinjEgFkka0-phG#-~f!kKGU6;it z#+(U!eEoIi1gEQ5fLQ_QkB?_%^A3J@XH<{CY z4Yu7DHqNbRPCwvQLyu4h>1HrCLOH9^+&=sr`$}aN0?wRb3a2L3z3R)Zpw)WIMHsr? znTAeAff|o>=_45BX2J&#emCNBxYM?faSHsQFwA8?2aUcR#x8IK*GL?8MXdnU^RsP9 zZ(dYRO?BFPtD5~WM>lB^Fe^O!M7S&sVxeZRW=rT3MH(ZiVzOCpjSPW5)MO72Vh(sf z^oRoDm9ETg8NgDDO7h-$Qbhl{uVIf`^4cu_)2%lmDz{# zS}|<<4jI5*G{L)6(+D&=Xyd}h_&v5v@xZ;1^yAk6p)ag`R+QVUvL2^BtX+Bv4olldDVw7RvWe- zA~JGbg>$NArp(Iuxp%?y72wxTct_run_XPdpeGgeLt}eBD>zy@C2uf~bJqWq&sCc# z@AShzM!QTH`(;LFI^P~~xlX2zAHYH(fwTzV`0WCW6rj*MmF~+yPdArN#V7jYUrGg^ zi`T2pX{^y^j#Jngn)%8hvYXj)#F{jJ6ED|I;R8*-ExR=9eC^XU93*hNS{HT>eW>bm zZaz%CGQJ9W8wIHv|-TvdkB9@zk17 zXncjut7QZTt^Lslp1HgtHMH(`-FEb7=Pw{#-4S9H=r9nDNN`z*sJC(EN@~vdi(=J8 zi)}^t6az(y=9ZW!jyQ4`E&YDTE;NC zr5Jpm@RSs;h9K4u@ATj=>n1!&<%2g~`Me+*9{qwO>=4+C*ryxV-kv+RYH1+8yI})` z+ZYay;h^r(7#tp^&oa`=eTHpTs~O1=%s|&fqIUXpg8Tib$THkNPdWQ0PxIzrwJl-J zTuTd#@~~2Ax|?(e1o8go4V|3w!V`x99*uqi7}Ie42`u@S`*NA4XIpAK8;2N$SqvmB z@YL+OrRpig6>rK|Jq8#~sa)Je_59Qd(-HD<)f0WGmaddIR}P9s{!g14MH>g^&hx{L zKLc)`k{{8HXfd3zzSEBZ>Im^Utw`N^t!Cl={k3zq`&;aw&~5`9`*NRg+OUVHDTJolrIk&X3pU2jjy`4(aw zT`3&E;+HS#S}Lioln#sEFec26^i^?cIeiOjd_XW<9NB2wPwMNcv9+go-*hBG!#mMZ^GUS7QgWZJ=Eex zGpenEPR%RL>0&>kbsQk1nK0f_9wHMl{%Q{}zYdUODHI<9<$Ocw)Q>ud6g(qggRTe- z_x5Suyn7P8oIs7ZDMPE@xA~iCps8c&&dt(g2T8Xye!+o|p^J0Rz#@#WZ9HOm(hm7k z71HMx+@YB&6xIp}(>6D6&pjFy9c(F7NdKYwq6U8vE`uRVko~Sz)0j48lp(vBfaxVeBk>JmC(IowT8jM+s#PF8S0lm5RiLmWV z%P#=gf?;jO+}#V0`U}1hXpBEt@#mBQPCQcik&BJ()o?nHVIO6h&zD>)mws;00B;;D z@#haH10<}b&;M{6ng5sD$idF?|J+6{X)wU{tUq^c0e%JGZ} ze~eG3`v=FTVdK>mfH$x<8tR$C1FdC%tD~o5y|8z2RM&#a423=xfi6|ld-lLh2v;YP*eZY}e3I!bWk zPj*D%jBoeNEo}F{$RV&nhw>!+x8AB+5S^_VtlB%cxD^cYwr>Iz9?15Hwu5Sh5{7#6c(;uzwxa5)_aXme!CA3_hJ=0?`1e=NBa%=QaNh z#XRI-{^MWX)t$i+Z1p1rQqbn$-g;zW?C9uV%+gd(G&1|plQV<;#}D#l0WGk*2xfi?_H{@C{SmhK(vy5Eck6iShvG#a{Fs-{ z_R9dt0UYp~GCDYZPOtAlO6uWXlTebwJU=@=d$cpZF}^VZZSaHochwY=7MHN~>pDF?J2LTT*YbWl#s<8>smaC3{Y^}SWMFCm z`ZctBE1ZeqO}#YW5eUSZh3lfcKJ$vMOODJWBHl} zSI3{};J4Wao$yQC6u}vS0n{G>D8DNLd?`=GPj(WYaSH$53);K;O7I1UnHZZqKduDx z?i+kyYGND>%HGu(_{05M_kIs5AOzOH(&FHY@8~uv@J`(slbadI{}lhgjqF$HyXkw` zkCt-gGc+^s%9;nLRDc%SlR@G4ccbBVg7nQ7922C$6OuVD2p&rgi|E^W+DkUNkJ*{>MQ^lfaZU(hY*^e+S_ zkWA`-F`@bwq61il?Kgntw&3aqLK8?Pzwf`EBpvSk^D-{$6O;o=di*aErS%QC&D#16 z{ML3Z<{h5Y*%i?d9 ztAj-TTHo(=i;4=~=)qm-WCKB{+2R4gj(JgQXsow;|4gkN;fo*WTfOno{|@@i5(6Qf zA+QK)=mBNifoqnqgeAXAp~|EPE8j8XsvSUCPK*lDmdU#yc_Yp35Q4&>`C2^B<sRo;>x9W6X?T}5G>g(2%HMSzOI%++(tP=Fe2?w9JqRKsn2D9D{@@%ALnGTJ7iAaeUSSW}IeTJm}nK!e6y81r(_?4}>pf3bDOZPwerf1sRt4y7Ujfh3F2IllXfr zZXm)>3`QOtK1b^uaL8UDVbRUSY%2 z?+F!29K8=Ra_HAj?z1+8SJ{V# zF&^Zk_(3lINupEDq+z}pC{NeGvIFuqGWVOaz_e_h_2km8XZ?1^VUo)iuC(Os78>NS z>J}%CXFW*;VME@&4A|=0%N-~hXEbm9MHx}@lI0@$*BQ0=ImYfL<+a$*w-@W1(+jnS zs#i>Tz5za=P&iID3zl?>uE7W;WOx_26cza%wCutAWkJ^I2jlxBuGyE}6ZAS^7!5*g zC#GF8)cZ#i`-W4Bw#&9gM|eP}xTV7?+JdlKvjP61_2CojymiYLx`a5hhsibW`d=F zZzA`Xs+p8e#f_djR>w1-0X9@}lIEs58>&-3>#e#>RJ7w#5k(|@W3NYkQg|xZ8YvM) z&wLwc(rPx#NT|oBBT@d8|6;U7aKL5$NfKY&8eQgL{*#PKw{Uu5q-v}b9}6Zi#Hf@b zo52L^r%7xGMAd+)+7DDNur=iPF^AOVyeVV-c7)q!Y?$J|dDxTU=sPR1Y7D#|M}Yv* za+ezxOZDxBs#=|U}xzZk90Z!q7xWK2W#J_~5= zJ;j4;wxS6bp9Q1-6rd{~gkYUWUib;QJKWc1Uj-Z|Krm~EAyhGs?w8rCu@0p@3|$Rw zm9(VrTB*|B1jvP2pQG+9cuPP6@D&w_;&%Tu9^c9On>M1Q)`I0`=t=HbSTg@XN&v0( zJ2G}|qqKYyjY*`{ja^T_`;K09#n3TakkBA18+f%CgAbX#~fMP5+@8%k6jG%Rk3MkUJth{ON8bXZ##n?kR#@di;+fqw}Qn zSS~#D2Gu-E!;o4Lax0O)b=-b-mNLb2YQY+Sv4qu)`WSLk_$zpW75UR#!?&E82p`?L zJ+Tgt6KFo{#-DN1dyYf{lbrhf^mKc+J6D8^4y^Gw6$R;0s|R@ahTa9iR#_kLm#{|@ zsp=JXYdGKh4>v=q-PU+G(fpEv3-nf)*$0 z(PZu{5ay9{2)r!qS>i3omU5Sq;Kr)7GJAbwY}@-Nr=6+6J0?)(moriWrl%ECQiDBY zFloQ|L-9dQizUqEl0cWcJ}gC*Eg;Hq-4hN`BC+5W`HP@5(V){!3r3k(E1!Qd{tU;I zM}vUo9SfH3Rmckla7so+%A`z5joY^Bo@j0NaOa)}(@ovvlabM1>F5+;MUAs?!w{oi zrn~RzcKFAp`CL6P@v65+OKgqPS)iO0@A24T=o*CQm8;f%V3w_Hg!~n56@bO%F?h*z z3B>)B4kI^DC`JUAQ5@gWk7T4M!spXZ(T>oB)uH}?Q)#(xHeK@0ruvI@Tf^u4$;T54 z_!;1U+<3|=Dzl{zFkhl|kO{Z`y{$mSPmOYzn8@%t(sy#9)m9jO-Iry>jL0XK6V^wF zUV;qf>+R%3|08Qcl_4E&QypGbU5LE5q9rnfn?8L2T_+Z*rV@dUuDAp%2Co!FK z7D*k%1T#J|CZ=)>guT@XzWs#E-2~tf;K^3(mQ5tzWaLVQhzozLG<2d+-=PtcVP2s5 zu-*3c-E9X<(xr3$o{v3gpOmyT!0M~>((DvmuGP~T{1I>vrCQ-<>B|~bohoH4>kL*8 zaOCo+H}Vp~`*|)w+*=+iGT0N7E9=lZ08$H)4VBsB>J+_vx!3x z5FNqApn^~`Mo?d=0Y<)Msy-RxGCO7C*Y$Y-Wlq@J>w1wAtoqW!ZLYhi`kP#o!@wgA zSsjE}Ai=#CF+-n2k3hbHet-#bBrwsBV{n`^7d19~{+O((O3;%g{r3r;x;pRIxQj!s z4Gu0{y%hEDKnM5iB>KaAjOlH;TTZjmwe^?>P57OYCQhxwUOyIbZvWom3G*Hfq7}Oj zW~iJk0AA?3P)97k3DAZ}6u-!^ai_+Q0-#0s%Ifg^Ha7&n7Q z{VU6A8|?&s{tQNwLYU8ygup$belrM0dmVuJFc?-53Svfr_246NF>w4X8=o_&w_*DZ zzY@+qS`!I>Bfmyb^C-R{W+37{pXu|agx+k0qJg?!#WSZpYWMX>(fx+djx|+xn;x=0 zK8aE#$d}>q^-X>3N1A@ zTk)~<{iMMN=A$J^OO2iA8IgVrA{x1P-}ImtbV$OmwQtKr64tGwYcwCa`9KH7i!Hg~ zXI+f#YCW>2FLO7E`2BA0Rv-hhe^R@7#+=7V5%T5O(wQJT?yvPw%*zlT)|`mCx4l2C!e{R@wxG`y-A6R%Mn@ z3=})7F6$g&E5rl!1FH+?ZwgwG0Z6h>={RGTXWV9%Pnw~T#=Q4lHuXsF2C8ktkU{a| zGJe$yjh0OSytc5KoE}P{VS6xuC+aRotVChybvZ9fUbc37sm<+krNPZEy?gI_mX)6{ z(&QS0b17v9vg@lO^=n?FJ++9X6AzN?mSUWi$Uo~^OLd7m4u(PiAuwiLyzerJw3fHW z;8@h7%)ZBD+4rEx8lxZ_nqoL)BBL(VKt_nh!l3AC*j=S3 z3CA0|E6R)OOCeEY5#e8C(*R8u|H&OK@k9F25xKB=bEH~%XPyZTl*RLvBS}O9w zz;zkclGZYo>|mQvX{ASU&ffal5G|5A_wywELmNG+5iP&nA2YM)HS%%eG;-uA@V`9~ znPUFjlr2@58slyK)~$jx=!3Z^`X;=48J!?tz##7imj7sP7P6iewq9k(>o@eImW^BK z)splzw8h`gyJWQ;P;KzM54q;vo)KPSBxlRM3D$+Y{E)jHw?Ex4v|xIT&@)L1Bh;5T zk|@xNLSBQ%$;H1Va16zI&*|4aKQp_Jl)g>AopfNQ{<692pnE(IJIgtHPo1Abi|P)W zA3wsImOQYd4E0VSxMp=ZKcGe2hQ{cw1${<*i|2qTFVIuLcsqDR1-LFlly zF3BoPW2x==R3Mq!3NA~?Xz|@J`mkW%Lk5*;98Z#|!$_2o+6IvSja*CHKkZ;hp}p5n ziI~eh9l!IyYJ&~EwjB*cerB@ zdI_ZeVC(|RX1kVBuH`q^*+qL^kjXy4n@NJ6c@PJudL}H1`tdL&eXoZwPu-=s8(s|$ z+gu?w=@OP!kTZz@^oyZ#NcDL5ZY9|A)~FzT_)kj`KzFTWz+2)E=R) zLC2DZ4&e7Xt6kcXbRu%ts>weiI#;s3<4D6;kcLOMgd{m>G`3kKVYV7ntZ|x0I+aM} zNM6v?+fM`KI9|LI0H&DFv>SU+bb9X*5SHC?ta{B~Z^z`Oy}ybZsL{kj83gNmVI=yV z|^E$us_=(qCB)UvXU`hcvUA?YHvTx zQqf^Nm?}>(CtzSrawvd$g95s4Z|DzrYGqQ%h(_VkPj}&4H#-0OramB0oc~0O)wbz* zv^07fK`-1Tw=NWPAJTp{b0vi@R}6vqV!+UNvhi-Zf=QDN`d~y55pgQ6X5-RxNOfcO?n8oB3y`jfW%qepkCXrtsYsjk)!JSwX*c9c=OgDg2z)ZH)`f^Rr|G zssjz^tC509S%bkfj~-Lx(6HlIQ@#4Odu~>0>sx9qsGny2i@=x%2kdWu;M2=UcSh>h z6i^**X#&S!KebC!rLuB82+r=ZCJi< zXkf@BI@+$FqdSi0RaYiRbuhA_R$tqH2D^-W{5S!D0FcWTZGr2B+QZP_xRPD?!k9}J zFSYKPY1DH$Pq0LNdjDjJQ}`{S!(%=mqLJy*nU7kZ|8|e?8od(#?#3Cu;%?(~6i&ZV zpm(^;Fk?=OyW11c#~xm(fGHdQ&_M!vK&2#obCU_b|GKaJHERknR%3GR_KTC|KIy|Z zp&Dbz((luFe3bp6;Q@cUF7(+BX`z9)#8Bn}U3w7Z!IuMi0xP12QwMk!XlUOF9*bE2Mt zBh(`@(wvd@gVBZ4R-nWAe*gnO{J)jV{x>3wEaY2vVYS%ENtf99g_WaHG!%Z`NidE) zQWR|cz|;D!Pf$llvH_21bK78{{J$diNJ@ zPe+Y46FURy6uT*mqBgB1dUexOjn%$7yCW5Lv=e7nJ`8?)L2fYGIV0@yQPy*#< z*%`)VL|n^ODi3gHh!S%PIIAa)2kapvlJ6=CC<*kq8P^|TUImYbAE%R6 znP;*Wv$7lQn36+2ol%Ou-atk$>+N)bjKVH)>Ru~)V1r*TQ034Ef#KRC?s6=H=o%*{ z$QgPSgfCVWBsgI86Dh3Ea=>D5KGQFgeh99F5Ty}j>R6pqa0g)d`o9F*zpp&`>|lwnUnBc73zy8C(890L^_XD(1?3S<~Kr);uvkhU8OqMWYD$<@1m>)$TWx=`mYtRy$)(m6R88(((JN3PuxhW%c}{=rjsU zEgb&DHeUHyUf|(S?lx)=9ePRF6)c){_F=pMM|OXQ@JG@10zOKUc~c2v-EV?)i$>i= z9H*TRpU*-lYw{r^r^6|RYOOzQa{ZRK@m=>l<)ShUN#Y2#8Yc1ZPO+&!vfoT$cBZW9UrvUx!T$x zMAHnib~OUBwq(Yqkc;an?;FrE*J39(2H7J!PUw=~oo6&CMc0vWZEtf343|$t*@Gv1 z&PoV&jupKQvl4p?DYAQ0i{0TD+2P#2HKS1-FuSEY5#9#oO~d+G*?9t@wFr z@pcpuoKh?ew+sZy8zoED$x^fn&wJA)g-W!#M_4D3aAB{7rBX7hH@b!dmLyjX57%rUudT+APf6=aT;2T&m$ECJ> z+T+M@x%P(8*gE#M2+t$=1=3bvwUz$qfro%vjnbSRcD^%5hDjPjJ6eCoNf^>OUVT0Y zec7w2+F0806yhP}od%w``M5wF-GwSAH8ERKia&!AGj7HjBjdBVlTz8q5+(`FX2o>O za)j9C0uZ|?-Nrog-1C^$kYKufAnGsYj7BNc+07j;v0+7CV=X9&Uv94wZ5Em$HG5){ zXDBfv&0Ho9Jqb0e6S_Drz+`%6(1y#gN95!3pU@NLi4;3%ybnOPO+@J43}xpSfv-2WAMQ7=jzZ&Mze-~ zfq{UrN$T(Gq+NoPKVbc>D66$?uU%|qhRMKT0S#X0_rg!djRvM~R)Ak#Gx9T+nSF_)~m$*Fy#f%Pe+~<*(@izNJG#_|p3*csG4#*3gE_i^~PFXh2bmX6&9$n3Pd? zHKDuqM4hIqZVjt~^pz>zMG4NK?ny-&_ftA~;&l^SOf#cN@5oi^L}T2yd6gHWGK|GM zMqq4LtgpKjqHU0MR&KXnqL0hRS)T!3VWhssm!E>_rN0Mwyzmmv;ePPWWQt9(@#AhE zLCgz&Y$2Mv8pD*Pmwv(0Xy@MW`87|B_$EFNLexQM7$*VGr6MY}oeW+?uH%huZ72;9 z6+kPoH5X&=^XsYv-Q0It_K8KWu>2e&l8@nwVrBtIH^B$v1VVx$_bLsPW@o9l3FxF` zdBE?IT2yYmLno$MO2)WlHWnjaWmhR-Q6wMsR60lVe(!|c$rr5Y46*gq!lMP5K|4>= zp;XOwIIaC3_mx*IiP94J2t1zR74F}U+4&v6)!OllsAsT)*lED|LOQ?bGz5xE{8@4C=FnQDIdxzN3LCY7XM^EK#DY|7ICt!xp%Z z|A{zg_Oxi3j5_OfqJ<0bCfnKSikA2M85N3+v`eyo}{rG#STQjzDB?ac~2fVBh z4^C3I^O8HY>n|aDcVD=OA>%x^0j!!A`I6(W7ygySsqJKZX434o6%5jDUWJjqx~|q+ zH;eaTF(rGZUH1-R*%C0EEW)CgjlZ4qR?Dh-8y9vXdmd(ONg&h{vMigHX1<}KLfKc? znA0{TD(ky_FE*GZ{RD~YwyW&Ih3t?(Kp^%_PGtNs2Dp5t%m5)xeWT;A*S)VkQkeOv zvSY5A6Q|k!0Y1@JIEnr#lB%zjXvnLG1K~3Bj|o{QnMBcE5r7ff6kq-byk6Q zfdk1U;E(RcmSQ1XxL8#(oX2AUmL#gP)VTJOS4(2d4a4?&2^Mdr72@nbw$onyZrdbz zwc%bIeFWpv3uQ7k!j|zKGW``YQz6edCEHjrmh$yxn0WFv4v2Yvi9rwCOR)cEWj)z^ zfURl-Q|y#~Oy`MP%@LJ+kFZma4>He7=ANb?q6Vp~JE76q`wbN%dPy58r>j&Cjf1)* zP4g1*F(}=sZ7$V$yN_!^YgyAh)pOdfDvG1YpBl4^~J-#X(tiGB1lRi;@2O;m$lxtv|R^3~}FY#Gq)%9LE%QC)W?B zCL8`p+$xr7jNicrrL!-~H1<6Znv(GCP3o>wkY4vi({+U_R0`^m3sZUP#j$+zuw+wE zm+BbTWhZ6LojsJH_7Rf$_x3*=B~klFD@sAM9aC2OMD(^z7Z$EH=-QcNY#Y{+O0aBi z9Z^pEjLB!3r@wNbfLmJ^yj%z=o$zgb))Jj1U{A6EX0^tY;pFpW|?8zFgUEgMk zb3c!Een{T^>4z=1*_aKH(}WD4`I7moUb4&~H(_ZX!pFQcyB;^U=4{b-jL>Y(5qb5j zdn?!r+6O$Nu@}Q*$NDHazINQ11PBZ=GP6J4;>rj%8F-p5Db^k$YboQWx|s`@m~6hF z3)b3njbz#V%=4M=-qYi;u9Aj{yMpmfgy+LGB^p>_oA;T|%w*vX_bkP8pS=TZoFPd* zWHmc>^)c6>CH(k{=xZzd^ZcRgm}t(-OjldG(x)*d@H*{5R?7cAENxSZ!sF&kC}ifL-|Z zLQj~r;`_6lKL~QK!hV3Vq(?eiLVf`b`)tsp<;`ihVU$zl(BrzXzUmQw@#Aj}*e zR$0Gf!-E|>Asq1{hikdv>X9u0)`RR6$RR>0S(soSuvZ-<*Yn-1qhKgcTC^;a4V;fF*c~=MNekgCM!LZ66a?pgQ)wPcpHE32mDj|N(xPp zKD^2<{j+JTHT7q1Q@?03EMuu0ibh=^Q8BuYnIQXq$p!=OtSR<+Fsz!UYLR`We=1VK zEbnA&<%LOEpfM)zi??yRu5v$O}^_PFjng%{tf$SB!4@5ek09bHd^>~872=*H@bu#_`RKbWDjXtn)_>_Dj)BY z*Q95)M&<>!^{G3fxS_j|s*DO1c5!n}5*jRolS+qoGREYnPYBBwbIO!Wo;(xwHpir{LijAK>?5I$0V>)%neW3i z*v*c9qG1C=_-M4g+_=%R#-uw!4RtkR#LQEhZ6?uK!#@pNVo>{DJYa||PJBuv{n15{ zJ0TTxn%!|%NUum)fV2ai&!o2jn9b~riZBW0{pe1da@I2i9>q@y=`=A7nG5Y7i(`et zXSdsrnTuZiB$y!rK4v(cT8qI^KfxTXW=m|A^+$7`<{-Kw(S*Vq{FqDaj?--!uRRuZ z+VYCJ{ibL5JtbTO>Wp|6cp#jPI@+P_$CR0rVVM}>{ER8&mSFJlLeFR+^OVUQ-EK&W zxAVkdS)2Bi$TVDkkdN+S#17Y)=-#gy6;gWk$1xw|XS66O2Hu0dss*yWZu)S;G`{xH z%OtR!^d&=&k8D3S@y@+IQyp|db61|PD3Je<5di)S6p7yo<~`AM75g2c?<|6RJ&SQ5 z(azL$?Tlag)=DikspdyhQ+=B|O!iYNN`R?^DlXjZ;Ag~Fn-$*bk`ilTyy1`83fIKL z6f%Ta6?i0P!d$(`tx_HNFFx2AkZ`+#HvA0RGNGxHIm)YV}VJbN4O{syFqxJ!o9qATZ`PvBz~nn zUu%1)5r-X|nfxPS_Q2Sl6>GVQGqRgxEnd#VH82>Yc@LR8kuW$AB*ku9tXjH6#%uE@ z>n9%yw#X=~>!@RH6L|gf>71CDJz8V?GdDyz*tBH_O>o#WVeQl7N)VmF&)Cecj~=|j zu=$==3z|_`(Zcs?OhpH{{Xde@vN)$h^z9$5ePqv}F_H@U!Isq}ub_}braKdeZ(6fB zy!5C8mWnkJYjKJ2cAl!fPduu%$;c8R5-%7I<)XT56H_1lWGVrEL|#}>k|^F`V`hD(u+HL$1aPAmQZ(1^AUEN~ zi3RFph<;U5=5B?`hB|MfrT`(TjTvK}uel6`A$N|NgMq~>@Ks0qFg;csu}xrI$YrEK zk(v&$wY`~iG)sJ;sJ`8}jxZRE$)Mau*W!1WCGm;5RJD0%5n&fbYmngiM245O@6dEW zqPd#cI>ZiB2ys&?G?Dh5&`!$E=mF`cRB|nN&BzmZyQ9{Z-HpFN5 z;Ovhh`&(3k=lomy>1ZT}9;SAzbw@3ZJ=h6jE4wzk#GLVmnV&4`ZrUxh?E&b?qs)VQa@&UxOIJfUAZT zB=*-Ha{P(Ws$t$;ei05lRS&*>DU#!8a`UYv(O4|k7syW9FZFl|1PZX~mL1~^aB(2n@1CS#V)LTJnn)B+N- z>GI5B4rZj)Y1YCXP~v7|s~4ovbq445ci$V6E}pUu^>@CIMLKbA`C$OYjQxYvmKn@!&|d;JaKtkp!p9U znZ6%idrLlg4q1z5v2qT0&?hOv=*YQ2Z9*mjZ69=zYbtcW)bz^J)HKV0KhvkKPBGz` zdv8R+#R9Ggwd_36K#`*Bc(&URa?A$j3ck&&+!Pgf4clL;Q$sOmKgx=i{?x53Sf7Ep zb=P{m`i^~-*|Gn`s$JYyIx>$K7t)1g+JcBKL+RlhUZ>(;CC92%YBoT?k5XUC>rgOX z5xh}{Y_?f!kL09Ik^$Q&%2-$+{&Y5ey3lkV>#Et&XkP$D%c(T$v~H0rO1ykD<$ElQ zA>z*9n^2|3lzU}*f{v($6fhwh*j=dMcc^``d0?1&wn^^L9VZSVs@*WKl^BWmgaXTL zczaA0(D~!pzQ7K|_=TPvJHUNXf)+Qu~ASzV@U!b4`O zLWrYL5u*3tpz(7!$;|If%*i7n)ivXawTE6owcl_wf)Ow`=G#9+i|P|L(taTAW#b5Y z2uF2JHY5~`*9|z02%{oO2bHLmktti5(;r#(E9&t1d@tl6Y{2)2k)ZL|3$L;*sdIoR za3Sg)^B^nC&{g>2b_fQ$FOQNTl6szaj@hk)s_fOyu@=C_5=xt64V{-oYlZA)(H3Sl z#Dg0+?eVJ?Q_6&6PV7ZN8R5&99)~YL;h)4hj5Jb7o@Ipwq%vx;4|6x&+7qL{9TM|N1l<3wp8&!)3Of;=Kj<1d)4>Bd=FP{0O;CBUZW|fs6f}+i>#SEPZa$Wpx zOd;{tEqSMRJqR9+95jkbObTh{q!?1MPNMGvcaXiZd2a{*KV|B9Vh(Jp8YxUZ9pQ4p+B)2R;SOPvn3!e zabcxqt#XNf?NohW>q5)X$#1GSxnH^78ol8pig`j)upRpY=_Tt3@^L3APt1zJcXhC} z!f0uTiP$G(=Z$pS0&Gs)OYh1f8n@<{ro5rOtz+A;_P8g3W7T5U6D+2x&85IKMZJ64 zEE2c$$%Y4o<13jXXlP}2SSINYhHcJc095N!wuUfKR9bJ%m7A<@vrG*#5LtE$M>p1* zj~diVY6cAzk$H`kNsbZ-3Brrjv{=)vCnQF@uR+)3n-SS9zHoEkkxvmaI3E(+X*KJ} z&D8;S#5Cnh5wGa2GDR(?sRsO{s!!fXe5tJY^xDI`DC0%LQQ_%5qWAY8oeybe1bjOb z75EE!ejRPh1nP!N+B(!$ql%Cc;@C1@r!V4+I{k4P4MtTQeqQ zn~J(km4CmS;jarar80H`BFeVKD!pTU3jsQaKg86NQ=3gZnsS6Hk?xvfeUA=k;fu4uqK-)ccNl2P+^%`;ghIB?!&UtEfa84p{a|E z+T`1z6lr3BkQGAtU{%(=EKfXlIi;M5bBVUNytGVpXFyfEU*`|?sw{{Bl=hgeFHw`lvTB=#*A+Cp zZHo%p+8KE`1~guGx@WkblccRnk>P2-`t`)bFdFwMBV40>6mfxioWUMY1UVAR6O|NQ1l~3DTGwx?eBD?Xsok=-}aptcuG!R zXne|&h4s=jjMutWEwQ}E5R)8#vRB&GxF)sLDk7%L;m)54?2@q6i+DX5)wOi+Bg<7{ zovd~7Ct>BH8GfVr`Q^n62@XM5^PtXw&c41uY(>A_d^wRg0qrJ|#BOZq;4wf5pU`LK zVL{bku@U2Jd|f-Kc&9t5ZbsQO8OlX!Ir|K~ z`sLwO6mM_J4HE~iidW(uE?v}sdE-JKKm7ar7FBpD{71e0-wC1h8)SPypH2L;roT9q z&amB7o^d;qDjK>JYc-6SBOBJP(Ps~Cwsbc|dL1 z(wjtg5Fm6+pKhTeufSb{t5U4y#pLH!f`_Bwb2Xh*dHMwxRk*k6X1NsC?-aYjkg&79 z`I_J!QtpVtzPzkUs#T)vX)zZqGfezc`$acpJuZ^`oB{AMbXnYP{K*oe4G$w4TiweC zwmDK%OaLg4+`rexlEzDIB8pcgT$j$B)u#IgG1^fZ0*dd7DKSYBZi@7z}VbGt5xTzl{1 z?_u`E0#McnT_fmfSSOMyafGCU#8-4dFSo@92w`!RGW4z#lsbHIk z3+WL@Zv`-V;Gg}}X;{-+!D9i0+%&6XTP!|KtJ(DDxmVB4XK=|dalb2t1i*u2R_Ao5 zopP;%dXL&hf6umENo>>sTa#N>&MFc-2yW=~qI{oUb;0E35H*ABMn*nD{^{*Gv){0l?R(eEg& z_VpQT*Q=se1D%`Yy$y0aV&;NmNR90wT8BiK-e2tv7=n{rY$Xi49m<^OXK>CBrh^G0?O`dDHvIWutXbN&Xjwz_DjOI0HFbD;m@1!0ix@Vy8!}Y-_Zc?V z|Oil0$Dip-D^M*i|4Ozfh^epz8H0Y4Xt^kpuMuWMTLT(K^f z;9KYk zZ8mrT_qTY|yaBtdAP|LVG#sp-HX>y6%CO!&(gL_{CL%icO}GP!fM&lLZdJotB^TZ= z9SPDW=G-~9Nhw;-qkhwCdesMUn-%Av3#s_XYYC{Y2_gfim9ERLWI~B{0Y>eaDM?bP zg_+;L*7i7mtejN~9#P{!iWwkzKkzxK!r=OZp@kmf)bbE7vu%J4 z-?5<9wY&4h)5<}0(HV%akA7!G5KZqM>x{j1TNdws6b)pc(|Bcyo8nMD@VT)ilI;p? z7R*;15B|w!(nx~YjSg`KO|4;&+CkI;Imy0DjK#-BD0cj+_Z0N4Hg;D`n7y?tlg-v6 zuFZ!YjsBux9@r?>&tG|@stUPCBG_`p=;TJcU_wr=`=;Mw z=Ck?3GO41F8(#rb9N6R(zrL$ zNB0w^^W1?HHH?Tyu}qb-eIwe|q=~IqT-XQPiujZLaFIyW+Kknb%N_n0eHHsDo<{h2 zC;+cW1H$V8+D}Nd)-v)gu7Q$dTJeN#!e7pE5Bja1Klxoelu&noNWXYs(a{eFm?N9DOl9OtbqD1)|kkrHFF=v zX08%auok%;TK|UHx*|E95ODQ2Yx!v(ik|zp5S$4q8=MEvssNanwnF(-;m?z58-WpT zl(PJZEG)Y`q$_$tjN(B{kr%=fEc{>9TJ=K*#qrBYGx8HB{%cP$@dmw**U*>R4--#ipI~JxH9P*m-tZO-UnJX#j)wUhc zdpvbpu7Obe zrVhH}V!Fkk7Xj5=EYi?ngDEb_&%PxgqqOZ^LL)N55 z=u1a=@XehU7WeS$3!Ht}{@5I6#D%&QH4%=jgdg0F^td?8XtW^#yY4-rsqwl8rkMs? zf#ud*#|MK8H{e@)zK$V|B0k6tRJF%BKkbeI=q8HefZ&LSbG< zNXF#q+H)i~fq<4YEz)o}72i=g*95{t-FI6%Lp=LhFJHT)`*EaK9JZ-7B&z22>eqD8iwQ>*azJ=&3 zq4@&>g=5|8⪙{?_{3Xctj0VZcW(_E5%IkX2xp)-BezV;@#pfI2}m&Z(tt8`|-aN zDpVt>QHH~4Hf<>*=zhO52Q?+y6U zbfveTOIPwo9W)3BAF^hpQ`2390A^1gE(|Y7i=Yj6S!>Ec1|f{{HYZQzxP$J5{qzzx ztv{t704!heg{LozA=XH2)Ea>71s;c4q||~Th&E-z8&hH3gDg=s5XJciQuCYQPovs` z2#+C=5IWSt)P9vLR@=ftrJFG`@3Sr@AB(O=WxG=3eqYvN9ZFS3Ex4eV=aH?MaE9;A zAY%#cSO)VcYpVZAe9})2Vn|<7+Nr%X z)ARSHr~OABWX;k1b{UTbUWif-QZQ3kY(XY0Hl*-rcZ6fKO&os$Uh>!+B7`9E`tYhV zvQ`*psp)5>O4>h8$=mEeWFB58*#2MWbLo!nVjcyZ`DwvU8R5@}iVHCLZRkV`i);!? zPy{+z^R_nM*71kbbRW055&rjC>onmoGa@UlPud@q}M?`ALyKa_GW3L8yU z^=x=;tcDquUzZ~E5Izb;;+busS>&`T8* z`~4YnI19Av_8%=!?Qy4bt&uJK0=(m47kMl(!+OcaEx_XvRhCno@i^_3z?NU0T@=|% zx8&8r5xp*Q!9EmApPB!NVoVy!eoD z$?IF|B8*xa+d*G|q{*UjyZ1B4u=h_g(t=oIHTCZxdI_P^co){MkuAjSBsvUb0XDeq z$(h=d`MrxG+erFSSrr5F&5RY<7g_(liGejn3la+Y*RvsP zF2zsJnu2q;n4KUS79NKLGJ-GM?P)eFuze9{M1^i>n)9#?l~|xtC&xlx;l_otT~>|~ zR#PZw0rfLpwtv@vc!5fdk<-ozZ>$##OAzeP$#%fls<@*3L#$vojJPRJia9H;Ge)a) z5!(Y!+m%wjELC)Udh-w*Um7YK_Q2t#R1FbtI3f;E78jYmd?Q)h!5lgMww3Wcbc6Cr zybYDH#;Mz$k19xalqgB$>JQ-yKgbi=cIM?wj;OAx7ndi~G2_?jg2HmI9NxdyS?HfF z%yFza^oE^Yg)Hk*vEPQHDhWoTy&jI#w?gWWRkEnkpY)-cIi8hz1$+K*mNONv-aCRu zg?JeV-Kp$};_;Ujfg7V=>RR?w3g*VW1%;Sx3|&Qag6W{QqwD(x2&i<6WhpNW2nGI? zWj_qte-z@o0uGn-RQT{;8Ld;hPw7>f9Mo!Y;e>G+;4soxABvGD__dVsoX^_oJfSCR z{E2DWo-Gs%*s&d4*fe?mopMH`d?n3$yvSUr7b*}(wdl^b^-hjWAmoL$)pGI5;lXo- z-~$l2sUyEP#^3nGtfFD?@4miJRXi|VGDrC@L{}SLkL$BSne*DZPH1JOHmR`9p-`Qb z%8G@l>Y-$$acop^??y32ClvPP`7_u;+_TFdzMgZ=oSmA$4xUarzK(;eSXPr@*7hY8 zS_Kg7O^brf`n<-Wd)mm_g*ZA~@l<7UcMG~au%1DyjM5P|8IkM*mrvEz7m`C^c@-tV zY}A}^6=e~*fSO%Uw@M~XJLOqUMXl(4$k(kY+kFq^W~K#F+t#B3=Dq)-1UT>*Mn|{; zp(LAE`^lX}XaZdvho|P`bu-&($c-si95z*ZcHD2PVleFhb^eugp8@jyfY@Y2xgU%_ zXR&s0KOK2EvO+%1^UHqlE_E}!@r$L70oi6$^Y6eTv1{o1*JonUy?1*2D{CimoI1}etw!N@cvnm zy24dz>7I?grYHVI-mzu4mbcoIqzmnXMg&vtCNZZ{OjAryW>xY0Ss_aUyEaXO8{mJv ze(E|%fE>je;O#lUl%Rg-%#_txVsdoV0&bw+-d|^^V`918YKML1uBpQpmUp+na$q9R z`6$jKr#;+&3`KMbR64Wu(Ph>suZ#4I<*&C%_yYdQSk~j35Pr^zKE8frU&R+nju6wO z6@Eb#&O2&5v{FHT9f!Q|#^9;?*jQuE!M4SOd7<631Cy_T8_f|gCOoMPsTr^|CU^eJ!x@Wc~*qmC)Y7j@wovd#MnaKmuj9|DJU&sqjp{j&)&{rgt>yNaM8LHMuRpoq_ z4YP68ng#9@k4yPALt3pDNR1Ye?lH)C7&1!Ci{(jEqJ+qZ(5go&2He>mZzAYX-`^7z zz?at3ADNN8wm3ziQCVZKrCElSzOsvos4WUS47kGgS~LIExFgMKMYKlyaUm636YW)M zT2VB(T=pH{OrD%=>;kf`kBKFjM6o9;5?R+^*RnS`XyYF%3rgJ`mqY-l!ek*w)V5Nn z@u%gxuzHkLnu(3WYww&gze`F<_f@bj?1l7Ye-}vdjJ{HBkU5PwKo~DI?6e+I$pAck zNpd{1P@gG~ngE+-CCyWwl-s%55S`Z;7=R~ywwsT}FSAh62(&|?au36W?LYp2oCa{I zH318y{IGdOB!q&?fwW^AGi0x&PQ5)R12ve)@RhcEHa;w0qW4M}HIpMUP#v_FRkzqb z_PLSxgr0T;l)Lu;1G-aDW)%WGz2X8_OtRZa3@QH-7Fy!5m$&1iFgNh5oUe&`Fw2+# zsE~m=FE*-jROca3&U9FcD%e18W3tZBbH(yswUmfNxC}Or#U5AKG1h#n?czNzW74c^A;x>Lp_dJBpT3kVgs)5D2h?4IwsrY(omq1+c zdm4`Y!G}W`V;)RqESzYDh>)}`mcm=sQC1lU(;=O-#xB=Y!yLWrySKyp${R(M z0r!gq4(AQQPah%(UZ+F($%Th@j3^f5@qbjfSci0$A8UOvJB13QvuNavuc}s*@akTd-6)Ca?4Em_o8I3);=PKgl+c^)iB>@M3#hEAY}!_P3hIbVbtLYsLQTSqBJb za`e6&x^|IB4Fi5LG+14KWJwr2lxo z_{pwXIx-Q=sW#9798>4BJzG%id-L=XiS&!E!kV+uupR4M(RkQiJ;WO5lLmmyx*;qp zr?RDMEEg+I6s?3?>8TVoKbuq_06y=e^*z2bR=z`pM!@@Y69eQ6H=enY)Oo3!!olMG zYW-i?eyX+;~el3KYlW`#in6Ny@`JH@ZUS`r{88i>+Ek8=kxT7L8H#E5dC$5 zz1$)NN#FNnZnRmLL)mSg#%CX8}#2W5z=5-h@**Yw1~YT3Ko4LLLyQ-6PQJ+~Zy z$m{XaIYDfPpAa~!C#@BMMEX8RQc)#fMl z72>Gm66}c+z`u@nf^Vg29f*>YAF^8OjVWTV+0$iHa#!IbswE5xpDq1VAokKlJ&G__ zEz+SSP_ot@={tH%fbEYQ+AT@fXD%6A337HR!K5PBCF|srU=d|pA>u7mAQ7CAQCi6B z5Lp|!odo{4i*4mkGDUSi#Zbrg-Txs$9gBC6-_iUr)rXEfWj5-Yo}nGpd%%Zr(!lnw zO9+QF=j*_m(ifUIxG3ry7gu=d%A!aGu*Z@^+L6+59Ji#bCHS&|KR$sl<2hmeS%Y68 z+!DGWhk&9T8L7aqyO`?JwXLhTFvf)wrQfQt#=akW@R#ISlpzFzDf=n9<58e`{hpnf z)8Iro+Uco@6+8xNTf_zsP)X1-RiJ-9s2kwf#Lrk0K}|E-`dO{Ftl z&-{`@Q7pdycpUu|)O4N>43pnAjgI@)ep+9LH0ss?^kPM@uKDdrrKtE`W3BU7_!uxim+g1R3vCU)R9N@5ht5U}JxoQ^0VR;eB}G_7xo8 zy|z!C1kX~<1O8$*p0^SorV_MV6~kusI-<}OzhVoeI~j!r3x_qkuT;yXUnxrwJ8Lmh zYb?D2>oCE2Cz5Pwgw|s%lX>$3F*Y3ozmfMz1ji6-Z;F1xKtlxwvVlNG_3{znZmiRZ zVlNDA1Zu5@{brAsz+Z^kP?^yzDL|tbrK2lQGHv8+!R39_vZ#U@g$BO&p2Z|nz@?)_ zERw;!buVhhWZxJTZzucua_mEfP|0y`pC(=pcK`NZ#Y(_|F|}>>8SG-qRlXwu;T69) z(TeCsA4YBhL?hG7f-lWz)KWInZ#Hfd1Ypk><)OI`qiE78AmQ~s?_dH@V>zE=*bIk~@$ zn`Jw&K{;nTv$)Z4@R)MG^xAVpi`t(t@rc#EzOQ2N4mQPg$G-CyHVUfyd>M?`+u%Ap z=W>mR8NB5mbLP0iDUmJf^6~r$rscS*F+u%yRVXy8PyIpk+$SXfR5Ki@frwn3!9Cs; z-W*oq%2&?+W2%t=b~;C#)Vrx*#uz#bcr)!rp(}f5q?N0PX0SEN5`0q$6kU9ri;4u# zsGiZQH9MsYNn#DCN_`!P-9f})Y5$+9GGM+Db7};<--N0hF?VX)qitWROc<`H9-DV3 z&i0h&`h7(h&c``SWQ3k1k=K<5jGXinvLb#}BUoIyYeyEsL5w{~NP@J}X(u+Tb9sHf z9ymi5#$kPj4`rGSokQ{5pCN!!V2yB3mDb|+uRRJMqS|{8=lOaI4E`xNbE!2+5omSM zDz@Jpp}RrZgtYVk3~tE5L)h{(pcHn#(o-p~H2b=Eh*Yz{V{8#K>S54Fq5|b=?_QSv zaHz`g=7NxqzWDMSLv^BnoW<>f80++Y$+#)fZ`u-Nb|W6t&a0IiZtC^V_L}2J^xn$n z_{nG5MIMNdO1vtUd{&VRbxCb)dIdjFg9bC}9?&J8@84TkILf}!*43hFY?&fJto%I3 zmYlRZcDqA)qe+IC-(a4udI5mslmwXdB#_^2oh3$$9_7KpKko`R0fJxqm`+#wy8jjL z_R<1rru5^5-5-l+oKvD{Inp>s8Ur^ug8Eu_rq5N_06=rtm~aSrpLf5{J+O!QH9F9{ zjA?g09tmvs9vM^PQq%%^5=OnMmlQ5HVmZAMV+5AAcqTR&UjIEnRyp9dL!4$(W@@dx zFXK+Kn2v;b+s<(j7D2w~qByjq20R!=YZryy7)M+gpF_*1pQBw*<|_1>FpC&%b>fS$ z-&NZi>HLCp3>vr7|3N{Qe(*pMox71i67_aT3MNDWuahf z4ih4{pzPPDy+D&KuB{Q@rkFX!V8BamBaSnrJvA5)*Tw5v?f!5Bi) zo<@xx3ADqQ$(qt6I*5Cpt}PbFjk(hgz9uzF`#O7Bv|$CXjJ*mHFBL)L_P>2o-qj=i zaS!$#cF^ZK^Ax1Mrr_fFQ+R@q=vj>yvW6==AaRk=6{;;(FolF&|3jJ!{-H{G7{&UN z8p`9f`G5+>l-KCx}vHco8Y zwr$(CZQHi(oY={i%)M2!n8jU8|A4pOO;`2m`HjM3J6#h>R2P&Pv@R)~SkRg+5tQHG zyb=~{6fH^!os3fdoZSTt(;5&fv=<(7GV>ns2M{@qk6Z)f$3bF-MQ$sTv3mC8`unwVfKoQf$?%Qrq zW+r4H2qAO}ICme79FX`ekSF1U!t5^o1V{n=_X3EZtvM_sNEVJ( zHpq=Eu$3TPKvz{q6t$p|n4+#!YS;r`LsfHcZ|?E01G1{Ba(W451T;-WBxnHkGmw<4 zYO6rLmEgAfkJ&R2c&j@gpZ6}zf9G^`HDt9Vbwo4crv`Wc!~vL_Tk~7$OMi!QKNI+; z?Df{_%EJ6f9R#SA3(91EdgSElYRcm52F$3%nbo+Z{U9oGm=@?S zbxd>Zq&Jt)*?>Rzdov9X7p!qX?VtPj${k@9|@)0C7GAoeiyHo}71!rF&!q6wsv8!*Oqnb#kPECoO`Arj%$&BZ%K_;Mpk?DXqdywy zCoL0L2*?a*0T{@Ih28u!`M%!ogT(BE#E&7Qy}UPdnzx>O*2=-$rQ)_T; zVQc}==Z2+#hUF-TOahD4aYWBa~etkE-v-APM z(ca|zmU`RE7}IF~*Hi}R+YP)4e`6fKUHu-y8lWUEDk!8CeD&KtrRR3kHs(f#)?x*u z2LCa*xUjg08~EOXt--|wl23aZV+Za6tkMFJi)-^Nbi)qpVV%G;wmOTxHy7sY+(G|D z{0QsJ0Fg)bBhv&(UD=O78zg<9`-u2HH~wNj@j18q??2hyU;6g~UmBP5w7=GpOuxGuzs{3@P*tHgH#I>y z*yK0Z9|H2nFhU7f4&Adi=;23te}BMN_MSg!!Miu-&#<=W$lPplU~Vkdz`)d#AO6OE z`m3G*{oU_9+t0f1)4GedK;Z9~e;6MSlnW>}2`$40mOo6BtSvOv8!|&qT|n7^A#ddn z@FpmVRN6=Tr|A;frsU+K)hDUfcDlv?%Fcee_VQJET}+DTTTIW1 zZ$yH~82Iz6|COCn^dGA)J|vwfleG(Ur}(osk@tn*6bJ-RPA{)~Bg_ClVScHP56)ua zR{Sm254TU^0GNI8yJm|s77GrIQ`MuX>) zSG%%%-m;EYkl`=+SK$p^hkth?LJUOvPD0Skl7Om4=Ak(2us|O>CKC*mDGwgR{_@TJ zfG;f`XK zDklKM2gR__IH3JlG7B$7il&c|H6KTWt{n8#a%FJAQV*FxMTbnq44V8yF3Z-W=BQq| zqw0UdtoJ~-DJrQuSI=$x*TngYOm<=lwEx>%eF3Nb`P(Qh4WAC>w+C0vIY~haECf*9CA7j-K zHc6_d1R@4K!~A|3;w0z)JCsMD+#g(l`m{S;jTY0o4bg`- zD0qq-kNZv{cgY*wAEEMZ-HL+*5y}fF-2g_Pzf3Gz=pn;n=@j1m(nPJJ6m!G_xa_fy zGl$5_Gm8#>eTNgpyN!0W4-USNn%P~we5V0Z<~){tBSYhM!=G8+g6PP)3Kapqh_C+x z%)siGeRZ*UP5$s<*XCPYn0AErkH8etlL|hcRa(&C-$u-fg_-({m(RMNANVv(r?Ot!M?!?T4WqyEf{=0Yga-{W zBswmD;7&J$M)NlxpCKx*n~DRlqtFU$(io=iy>F~=1nUZgR!Wjv=u ziD?YJ(jYz0{e_K7yjsq1gP?Wmw!S_J4_19PFid zUXfNP%`hC^>6xk$7GXclo($PvT0wyBaRpJd}cp&)w?&*ZGXHgOV2?RGQvv7*A{S81|c z6!^!kBv~Y+C>S;pYVCN*=E?=I%g-;=jWPeirN%ZiDt~~W$)wMBi{Zcd>a`?vNgzgnhJp zY>;`3z~S=c=KVrNEm1bwx)Z`VffXZk{jBmniRi66>)QCQabAF)_!)*VKz-XjyW}Y0 zP$djuq+e-uJqP(dKRTWrXXl@~02_bKRMdU#Cn&O-7&(d#4 znyx9N4#r&gm38uaex$(*uRbE98awYjv3CYx@Y6?Cz|xO zZSTABrqNLx2sU6W&FJ(xAJ1{7UUQV zsA9D&{nZrL^oxPp;177Y5WfYTT2*k8)6D=(jXwl!ZWctdPUXL4MJGLuBfZBKNiT5G zvNJ)FWVLV;;h1BSzmtYsNabtU-kh`Qy)^LiWD<>Ju`&d0!EmN65cmey+>TQiPzP-q zjpJ^5uv!=%TB=X~3(C~B_RD`mXcx*mua^0;^*!>!JLtDV!oB6A`zFKAfJPy|Pcel3 zfv(JV4v@*qU%Xsn>tQ_n*JC_@E;GFU%!a^i%T+f+OuYfxQ+%+!et2Wh4sS&E`;>Nk z8&Pg|L#$Zrqq1`%$3beS1&Y(gUtVL@4e<+}FTWyJV$(Q@b-o7@*^`h|+vlYFj}~$D zU(7_nLdTMU5773x7J|wRp^sE%S~<9nE7hDSMgcAwoS8TwDOpix=1(MwrP7_v+v9 zn&Gg`{VB#jr<8N>k8L3TP^0R8TK@(U+6KN7vaqk>kW`elo_|!o&(0xk-a@i!(>;cV z%&0B;ftXb!T)Uih@T@#qxnugmJ&B~SY+0;>M7cYatJVnq%>)yZG?B+2JOPrxo4l&M z?E&10?R>x?alR3ZTbl*qzi06Hf|H7vh16fIf0lGCnBx&Y;wRS;%mSGoa(Qx6tssVcxW&l&A>^O2dFm)%+qbjlB-GjZ zCdd$cKSxuYgJT^`&Xhy6m&BB56Cos7AU$;)%c1@~Uq2Fz>xn3*sSmM!MIfXUO@1-I9J@Mw(o@;m9e$0_s#CH zJCfv%%ciD0fto{X90~ItE!!mKGIH7e5K?2j`lJzt1G~FSL-kfn5tTbzFTwg_-+S%* z<;!r4@+nSXt6A2~bSHj?C0oK2sr z#8w(9<3Eqn&H^BLfE}M0LKvt z4s^qg!B<(CdI$IcQ)rzaG4jeVq@>Hw$At>$ow`_s$Z1aoiaM7S>4-+GHc|^%9Xk)? z{*%IaDA(6?=g=hc7nVdIZ2D6v9}Ckun)Y@IQ{0@lQ4#A(OmV|%p^>yxnTm)wk+&mC z$D^f>W(tdOD+IkV-1MRuAEJQz348BYJIfvOQB9kR?aRNepXof99a=k8){9%Vu9SJB z@dKrAlkm%iz~$&6mEvn#QTmd`XpUy7fZXT=wfey0YrPatwvDLpKAp9>@1n0qS2l`R z+TLHFD}?sq11-O6ob8%nA#nqV?)wU(Ymbf_Sv2!Ra^X2Su_WQ*cWXsR5=SJk3JHJ zzU0aqADUUn)vefwypWkOPfMky#@hTCH4^i( zGVd2G&aPJ9DUclFbXh4IDJ|Xq^QopfuTrk|>CHn2V}q1gy9(vkw%VHi+r!-a*7?Au zYGLs~mqzcbs=Fdvn6Wzi9^@h3_QML=i2nDJw6$rz{ZYc{FUx$QChzsB1R=r^6HA6N zUx4|u%iy+H><~G_`T8V%ri{~AXTSJ2R-1t!2c&xk_e;JQ$q)L04X?RXs#QDFu z2Shxtz^*#+Ce(_)%yDQlCaNv>+WJq)GXd-|Q{(}TkwUfFnIP)=5X+EaD`!*i$ua!# zhwrl8EOv7S9?Xpxc>*at-tZMqeQ@4zJ2;1I*T+Gk-3Rgd_)B*IUknrYAv++2 z72RuP?kWbvdPU!mKNO?QyFx>^>QXE_g-Ycs6iO!vk>`C3l!IO#syO^`H^lw5@Qe`` zc6u!%Prj(UY;D!DEW3*6TbD8Pfg$iRm97MoOG|jAfo0v$>6F8^hH>F+f>swOb{$!t z8W3n>nIp&~z;0kKN5z}?w==@-Ln0Sdsu#raHlC%>15F^UwIHglmN5w&QCKj4I?lREcf()A?(y{ zus0Ax>Isc_rtDdGPhN%{f(THG8Upb&)`pRWD{RcIlG@heCUFH!w(4TfHUe71)PJtK zj7F1acu5eKlLMH0KlY}b#K9303ux=YU}$)!yJ{`e7xqK(^#Z2X9V|Cp++5jL%eCrI?@%S!Cx*qgBX3{? zhaIC*6exew5>?5h;!rRLD$;1tzM)&YJU^gF;~7v zGO`3BiOWAFOobH=8j>UEv||zv^SL>tO{W;Bq*TM&Qjmkoc*NAp6?)oSx_aF*sie2r z1qt|PO*)-%7m(7r-;%mb;Jn`)0U^8_ox$vuN96Fz@|KcT)~7Xw@b!x3=%u|_UFCg- zX{6^h8;XtS9^~v;jJ>TgB_zLCNJuq#NvgMCU5~ut3gsG4DGzc` z7VM@rs_0PKkrPrxEG<-G6!5iEqj-=sBIL6s9+&uwBCKMmx?M%HsGk>A&|)B`l*TLt z0Vt^_cYoPAoDtwfPS$%^j+m6Jf{Ouxy2+OBB;x_fL80Tr>1ESfrIFe3SL-(5r9NYPv%*A&>Nv-+I8f@S99K(mLV;U%8W7Qq zJy~Se+(8A9lkF7p!K-Q;8|dzt+Pxt-#efSOi~NPr9_zIml8}~vLzpFL)M(`z^IfVY zdUecZ1C{7!oWbEI+kZQ%F?digl(sJ@I*bSy_$+~Q#+6PJ0J_G?C@h8_(?vO;Jyc-m z^JWj{(;v`T$n4~iuoDgYpW@b7b$$S=sd07aT?xenkJCqn0b?n$L&O-cG8WuyEEHEO zo?8NM?L+&5*s~)%16qL>o7J<*SA-o(XeEDO`Ee<=E=fJ`XCfVL~=_E=Aq2CsbfBqdrL*Q2fdTO46U{<^B%w`_hNyN|2+Py|EN* z%6%=b2S?|?xef2Y4Uyi6)}ULnFo;)IDUN1b8ZYb-Y-zzJ4+W8;gTRTsg`_sx9IGy0 zPhnVn27J$&F?SiM0#Tb;3>~dK-+Dp)2Ti+0*xFNpl&vLxTr5k-{LVKgzvIZG$B`P@^PknkX?in=EkKL(4i}@rfMJVF@SG1F! zVg)!3Z!4Q{1+;i3Zv9aoXj=0EjPwI4@r&tGSF35nj^=5d5|3;Uw@KzScn;BvS>0hF zH}OP`PzL?Nh!2V?U!kkaoc=#-K=D<|N<35RAI&)uFGU?^-dZ2Fzzq9B`0V5$RyeoZ z91>{{Fr`RYDOBBq>0zq<9o16Mu+FGK=-}sqU7NXJY6JNBiWTf6#jJr+fz5rE5WKyW zo$P~6UqKVmCqcWh;mEXGd__=(M;x$}!eo^bhVxO8W`gM2Xr}e=rbMj8NvJz|sGhW=uvVd6?Y- zIm(z~C(?5m7G6qA|7q(5TdaG{%$uaV%4(L&796JZgG6)N<)Nx zW8P7(`f$PYw)Z%K229!L*F`>ckD;Ew%EwWM%1alz;^B3I}W0YI5%rnYfsc<(0h zHZ>mhCmp-qB=Hb}X>8b>An1`|;RykY0q{ic7GzraM=_aWwYW}(7C8Rf>s`<`ZhstU z?7W7S!gXdb)~h-q86=&}5_mCERN2v=ZJRpQm)OFxq=XiBu>x)Zb-RTi#vr zFNdwn{_aXxVM~dB-q_L(M9ya+ z5j7vmYJ6)^5##ko&DRbz#Dyr?HUd+*B=;u2Nq2!Q%mTN@h?zv$$lrfT#5MiIvf_zZ3EwT4f z?lFV|_c4Bbn~D|<3JGhzu1KP~X-(ABqsKdQLUngek=#hq6=V+0i-w2P;U&`VC64!? zQ%>}Tg9fvQ#Ba^(7Uz;Wog+aaMmtPJ(aEN%8ClC08*V^)tR$y%X39*>Vw8QW znBEgtYG=&Dk@8gHyOL8{9vSw*_Kl!mu43^pYlKj%4OKSZSFg)8A1m?GqQwFJo{6?Sbf`1QFIe7 z{c`yJX^|Ae)a~DfMip3e?nyb?Z-c|+1cLvR>E*LlMJqAyz|9;D>U(m}7lCf-b?6kD zxOX){9P91S(@`H`nl(pO`ltD3ZAEy3|MpX~<jl}F%fgpmH z(h;zhFd&D%A0Crxl*~jeInt~2w3dffu{>|S333&ftg@%ndawG{p_nQ|36M z1FeEEBlQ+$C!@`{6(T|7ZufJ50$9^yc14QXi|q?(&F2qZCSbxgTlJVw%7?v;7Le%SPnoo^F^&#{= zu)p&9`#8JeHlwMm899ikhGM3NqyQ~{y$HOF>&s2#efz6h?p=8*u9=ea=0TA;N-G*} z{rDQ_A{Q`5*4|vJ)g6l<=7mO;07*(!p+?e|zS-6>$1G5j7M*^I9vbl5LMWMcHa+1J zrf0ErCMm^rhZGpo1bP(;BNe`0mo9t9i7n7lLv+Z-|7?c=Qt^mXg|s=Ad0eiKk8zN!O*8A})V26RNpc#y1TUuCGHfKW#pz7U2N zRq(mN{G;I{$oO*DQhHTwJ2pCvJ-+H6Hc?(N2Bj+sqNF2da~HKtO7zd$=kW6!Php48 z7xO^km-T|x;j)o|4Z0EgnHl!y3oVdGdv*oaOoY>GOdK^+?Uo!am%}6m{gy|d>e<%! z_uzGN+Q*9f(dv^YQfm!Um1kh@#N*8Dq}aN3)VyTOgb4%_45w^QVpIR;@jUQKt1}zeBZy*_COBJKyu8CRha+>2$gpOF&3-(`l@J?kJ-6#? zCbmYnzcu5G{g(p{B|KrO3Db`XDxN;SQIvaAhKJ8Dm5-%6(i;a9Ja}q|y4qF^UtaR+ z1qGgu?fL8(|EeaC<+WhQNYzXpoIV8t4lgf+RB?%O1`O&&QcuQKRyYBE_g>Ch`Jc0H zL-0xK>Ch0B1=ho{PelfH)@C}<;j^_#9N*oP&8RcJb?cBIiL+o0rhKzf2@ImIL>4JD z!Gr=Bi@;A}lSq9oXMg6cM#-h(0@0>G(9VZKwu{YECVDfZ*)Aoi8!H(eTE(x{^fZ$< zb@i&weeDC1{ksDxDMXH&sNp~4>g$MkN;8keZ4{rOpG#BKLMbvjt?@{`;it9K;hkY) zRi*7Aa2=P$t6o?x!Qn%}PZ3@0sK95d1HN4YSY@c`S|)Z&fOao7Ck|Sb4RCWo;;_y@ zhwp(GHeR2Kn;}O+goV}|2k-8e)*1X zTHQw(rzMbKPyC7iQIFk;Hn-6^nVYS%(2hpWL{ zqhr{6h!(}`3Ti;4fRVZcx8b&_;;5?%ijeQV9b-Er*!N`%CkV{jYd>KHd1nd^gvpu3 zG8%3W``Y#9GF0n`n`;ngOXfF}yrhX<)#^q2rb&=!!5qZ}#p`djft)?D{H`rPb0eleSs|zRrhsll8)NqI!= zZpsg_(>$st*XP*Xii*2-UpDA`09b~XL`8LW>k2<|(9nWJ$}AcTJlem!m1jG<{04BH zO4ld|PT>#zMh`0pv*2hUDJdQq=|Q+U`@XVoWDl>vFqeV7d+YciKd{1P%*%HM0;nW& zCe(24EaxPR*gC&ljs!NJu}(_C!Y)?^S!u{U_m^>ImA;?`!m606uM&w#jDztMSC z!owQ;Uno?D$|w5MyWO-J@Qn))U_Kn^mmF(lmp zDY5Hnc$=%f5PP(@8$7&z-fhZ(EhtS;h#ie~Wso$KHAe-sEUEc&>9dmiAZY5;f=xxT zq}msPnp=L(^8`uNOfZ}=d&OeHWt{tTWyJgCA6H&bf%WT>pC$Bcts<7n?O1MqcIns; z{P@8=Cpsos&nUnsRBXO=g{ubP?$G4>5@)|Mj;x(+6b(0g;8e@be)ecL5t(8ms@2A) z|Jg;`=lTg{4$kj`$k&F6h0`bw#VBz}s^01a%>Og6!=+sp$hw0DpD?*QPgXvO1X_OD z(RYAXh!C@nmmDhTgs$(GmX~26;Qu?KlT` z{BIad3sCH_s}BgAq)TcY0PWCHRnfm;>Z*R~A8WqiI>OB*Lp7vwklL_PnTN2&ewy=u zo!(Xg?&IMzxwGZzHjgY43Abd~%|=DZWTi{4pyf}?=l#u5pgIEsjjIjre2l2>5_CC zi{5W4M?JZ2wG{2SmIVN-eHTP+V2YDtT z?fvPzXF_StD8qxLJyznCcKaewoka~2t2)~ef2e?=jn~3>eIjU^7cA-<0CU;N2V>Vg zUmNWcfru6%aQ^;3S5{tI|5`0AnP+n1Ig>7!k9k_y@P8mWUMJY~m@dL%=oJtkBm#!H zuDcXsbolnWSWbd77jEc8(PpsTKIh&@4L%3R#}%xkvsz=`mczCw1}xTds;YmAwTR7F zYgrqsh3laOclF-$R0PcW2z`dkGrJtS1A;U$X>3MAp#5<2Y$1Y#l3|&esk*+D5Yd=& zRW2=iHis8zbvg)-BWO>)GJ8=D@~lE<^!ZRHsp0(@B9=;^sHuE!7BhG6j**d?HVqhY zMC2@y%yig>m<)FDeb1mhlREBNpWyIcQ;9WY`kguc48KVAlKD}W(OnNHQOf?ZI)E~}xnTac>}CD| z`+ivFyNAV+=k040KY3qOd)h^=z_lQ?+0;R31Yi-TcTE+-FWad1105>`)k9w%mkcE$ z$SUX7*ep}%6b0QCtSQVtv`N5B-|{0V9fP^x->~;uL0WsR+u`H^w+H1zlSK`DG0KVb zI4d!w0L~^{VdB?x{h}HgC#>ivVIrkV45R>B;q*bGNE78J$7J#L$BCorw6u8EF&ebv zWdzXIk@24>#xZ?nSB}t1DT8GpW4D!2D}pey^aTd13%&J_%)adNwqm$P!q7t$pHT=j zhTV>!wN7O-ZB#CH97PIu==LECAy?->a0j9rt;*yl9qwh(F-Z496k8e2}v@yhLbRkM(=A_fXZEc9GNi5wwfzOJO5D=3jZKx+vpPKw`4X`zGsfW=-`~vue z@&xFm#W>T@+gcR6LeXomFFlnMg(9i+h1DUJ=K7ham>C0Fw?jll#OR>MMJKH8Xa8|A zoVp-Mf#)MKrYqDKv*-!&m3?%WYU0q{$O&GyQSNSbV|Zs2w*_^a`VLOuQIO+hcsU?5dQAPuHwXpDH#}vWtM#`dPnU=|Cu0hVCHw zbKw!l&+8}4VL2m(1-c~s@5@)*+|ynZbh_-YMj4FR)a>eWbP z$uEWPcQfu@lC8DQ`NbTuJ<_X2JTZ0f4;rTH>Lm-disRl#E0+A0osFkUucri+ug;EG z_8YPOJhbLZxjcR;0u5L9x9dQ8}%5zr`80cE2iM$5!~O!X^`;S%Ew4o_Nwm ze%}Or?`xQB0LJ<&TrZ@d>KRQ{lbb?kgSx5Jn!Oh zUMfwgm}=yh_!|`bu8*F}7hSS%VqaR8@3%X8yFbt=4PAnphfVVghu_giYvk}%URFpT zy%YeU7b>@X@ZZglkTo;eaCUtlWMNqrqW7{R9#I5HsehrZ?AQ;{DX3_%Qe|!^V(TqQ ztcG-yxg*nU42&_cQ7QvUbgiT;@kKE1Vw4l&@UR95j3L5mwQHLXQrRo>zJ(U$%|UU^ z{908q?E2%m{R%%;p~195@qMKh^&4mZZM09q8mI4^GUq$iQ&6V~!nI`QJoph~qdYjl|SV zu}8E3f+g|+O8eqFBIFPqUYD(Ov0G|$sfM30px*sP*+F005MxlYLzoD-28$Qt8Csewt(g)AAs4Op&k|2J>NE>V37cNtPO_uN|cBB$r7 zRMhrrH!)^oCK;Bvm)1|y={Q$9Kd>6l-mxct1Q zLl$LdjP_rO7x{l0wI5I;@vvm&&25DmQLq0}Kqrf_!kRqL)f@V`@kN@pE^O9L`e75U zFO56{hY}26;A}j-FO{c3DvI_6G#I|ah=ES0s`=>!9Y8FwO{zO?Q zsSFmi1Ff&M6F`})pmoMx^+=>&ODCu}?6lm1Iy#6`VK|sco@Gd>%Ht1ig91;vDdX5D zD&vUK%KFY9h;#JG$xJ6a?w@_`SmDZ{S2Ya7b2@26bujmF(FM7R*0+?>+zI*95;_9V z|EwEi7%6WbftgE(KSc5xR@o-{bs0`^p3w`$7qz~g&( zg=s7M$edo7Yx;bgj$;Q3-1$qk zWhWDpx=sK7PH`0~do4-3VzyXx{m6c0&%=`$Y}1k3AR_L=+9`!*WYU1x7Z+A68E}uuAzts@sm)w}8M`2H}xJ9GnUBf0G0OmLU_^~`qaF}c)3h5o#q23DDHM73KJi|p-g zlV9Gw6ascn^GSO*jh1ZjOB)(t6C0QFP3B_Xz#9DYW5({?wDl-KRZ?;fuN)-dS^UG-qhouYVv zaRW;FhDzovqbfB%vVu3)LaQ9yYf@YfNm1lW2U%L|8gU@c=4M6Kor#Jg=~FCoh4hd) z3KI!|OU{L7U~4grd#B_u%iNLe5&TdVfp*|+i?>fcHRWaH<%>*qwu;vqtjF!lM_-Xe zsQm&R{S~+klDc=?&XLXOzo+W6c8!II=o8hjVH4XJYK7o>&7ukNPR&27V>4GR#o8AI zlyC2yQAwM^=PobM=S6LMjTlvq7&UTsWIY#_|4`WbUSbWQh?`aPSx8Xx>-kKas4tj$ z+~RQPHTiJxQGxdQ%Bn>brm4$LB64v>3_#ACSj&c)sg(hv?!w}%Bv>KUbt4HsuVA01 zdhNU=5>dULOYL1d{YZ^XtB(g$cV4*&e-NLqKlUt0SMi`;ouO&DahkQKhA<>x)83aJ zFZoVXTQZsKqy&R&a3ZC7HJp{RRL#gOe(siEU_CvSFA+|Y)I^WxrvHAt?xe6+Ed{P2wM(-&GNhIdc=!_1u{%EmoM<=4Qg z?XDP|*nq`2;@uV%DJmN^grF@b?4WvsdMWZF;@`uEanckZHkfailN}?i(_|MNV#BuJ3JZF7RU-m8zBvQV}(qV&2bnV<9-lGHZ|71?L99`X+M+;3QR4D#nC8py zS$*)*=KT7D<|OAfywH`)$QSl(<6Obf<26felj)2ABbn(hoLPdeLF^15@FOjC5 zb0<&oDrmP|(pVH`51!9gZbdRI1l9jrQyl8hw1rizgbhUCaT=6>v$nNDdpOzNFKez9 zadn}g*X+E}*liYEkukrwvjD*DzxOPYUv3)sJ0n}CYszjsl+Zb%TWL3!b^D#L#!4BWTXx`!uE}FfOWc9}`q)E&%IMA`)6Eak zGeTzCJMnY$fOdnxj3eFfv1UcG_I;WKJD?WjqV`KpVa?SbGwA8$M?Pj7Y@p;If5Tso zq5pl+@~m5!YUt)0q7FB|A*D=_=+?N_4lB9`#!kHhLILO38#m}y8Jd-AYMpgRY4_5s zYp+r|nj4WkZ^Nmbo|{9Nw`Q>IN+}7GEets}!KjXj5M_j^I(?GXlb9818^x2CoXO+d z%aAAw;vHi3%e+u)?oR#s<*;O<)5DEs1aDQ&GC)B_1eM0xY=WJn(vYn2Wi%&rir^GR z2x!?zUASRCY{FaPvr?f=aYnxZt`-pRKD8=(hih&sSz}g~(qJq$cfYvg{&{AZ^om;( zdf+-I@}3kocPGO)2U$Kloz3E-zohymkG|W{qy!|WaYT;>WG+~3&pwj4yLzlmGh}AG zhhLOR#p5jW|K2|xue-oQlBc2UZ$IsgggW52T2}`u<%+aA5KLm=^!#9djcQkLI`#46 zHQ3)KasnbnbkYU<39n-5=Y?ts>HZI6_tcyVpe$%Owr$(Cv%(eIwr$(CZGYj4ZQHi( zzlEz%u3!z#FlwQcGFhxDjv5QOUHo3k)mNwo1e!Vd98-^;yDdKl?w zI4d;X$5gU7J}Q3c)3U}bay|Tm z$}cVrxlHW$sK^NoTIfbP)h|s&L9_tJ%*76VY)h!PZJG_oTaR-2cC*xO9ZfKTL>1wC z@Us|B|JBIWHLY7<{RP6+_khu`mFQ8}QDW;$={#M~xlDZO)UdgjYR0Zr`4$4sAQh~B zSH)p>-jQHrc-*d;10syX>*tFZ@pZg9fgYsd8=}k0O=fELh+j^1rvdO3?^wVRacuGK z%BMj5d$Az`Xb-)F$zpa5K8+k%$G=sCD=Xpgl0|n-Uu)UMNNzgo?RCgO;$T2avXhTb z{{pm9c+l5ebRAyhAdfj*vDKm{=#^uI{Z7hXmLD_pS=hPQCU+@nq}g_iW@R(9Ap4)9 z4b72%@*_u?pFhQq_g;a+rH4wi51lD;2Ea}DK^0tLk6YiAk3~g{zl<3S=JO(v=?CS^ zC688UviK8B`tvIw6gkdgjgU*(8OM7=w=f}GI%u*{p_WS#b= zQ9<|nWE2=(ip6=~)(Thj=iiWk@x`G<%`X##jmjL;nMb*HX>=z9IO)gic;ZR@G*t2C zi6Qn|%ydHyoQvx*GPnQYB;GL9-$6uOLiP+ttl@@%u!ahQJlSM;W%? zR3pGg(WK5{S1wH3Pq(`)%U^HQ%pr9`P{D^a39kFwloWg4)a~(dhWn0*dGqr!Q$~WZ z|MsdDWR0J##obN)!R^?nd9xpkfHO``7xlRi#gbRds+KmXb;cs6&X5yJ#9=J74FsF` zMmJe(iEIhBW$^3C2Oeae_7d$Y^Q#J8Gyr;(xm4aWOixyKeudV9fgVl@k4D^^KFZ$1 z$^H8d&5{uY+kyBAs(qhTpvlB?m#|BM;C9Ed#naYOpnx4`TcF7q_i;TQH3y3)E!XxT z@$ZlAdkI_f<=~4MDC@sg14%k~WJtetTtmhJWial&vpUgc0h0ufFE5=(Y0Q7o?Rn!= z-kj8^{unMv5qBlLmF!c+2uoT^a9|26npv;F{U4oY@qjcXEtp)yC|8}JM}O9`Xoy*Y zb?YkpfO|FC!rVWVVB^_D;2(a7z*sR81p)+4eTzQjTfy|M-ydr@MM!1x8w_IPFO68> z=#&_ea6vepDDLWA%7C1mMeq<%Z6lv_(o|BCKc=}N3)Eofn_xT_JprhhllUaJnK`vX&flh1T?YUDGxoASibP%Qh>2AlmejK{1SNkuqJG0kAf;qm~Rc z_!w$e#(HeYumRKx1X_)99^b+T_1KU(tL#v)7t2Cve%!P3;`VkS1A9?#zU*L|Pww$v z>9fM##NitE_*!Y^QtS%?sz%N(@}dM9Z@4cYfzX2GVb7r>GZKUB@yMBqY)@n{>=~N+ zGD$>Cdu38Gl0>07 z3$kj%hdu>q%m_XGqRX|Jgug|(5kgh1|J zM*dU@|9*z`Oy$f=v!JZzED>P4gek+BC$dsGBP3s%4Loci?VRQj(zkv6)8Y6lc@=AB zHQTS*IcHG%(OlT(LMW%w=pSM*IGAijVwLCXHUkF|(@n*LS}m=EL4qFXX9E%{=tYOl z%GyrUL89NOy#5Luf*l<$qLVg3Ni~TuP1>GtQx5K*dsnEMZFXj0M+z?6V4H$3j^!)} zne|)EbExsxYwOM*>i*<^7I7O!Yy6+ZmIN{14pZ1+3v1~PhB%o; zH+~q5%G!yV4Rr0(pDH63ii_vOn8vTqH-VB08-5(#_s-hj@1$r-a}4EjYqnc9)>#)| z2M?Ojmw_H{Yw5lmQ)d#_Fxg!+_FkI}-9W8P(iDbDx>@#*+&=8{Z3}UYI80Fc;E(?1 zewrP7vMg2}!r*<`PtYP@KhK6WD!lI1Kxv<3yn^M}Wzg$>)wv6eZGYPJum^ zEW2r+w6QgImps&M*FozL+_G8XoCRm^0XYn&=LQ_VRSAivn@#e~EkF8oYfbD+pgS2U zWMQ6goS_!unCpqp?Unq$5D9G#D?l@O`J0H?VZNsQh=Sa+0;!Y zlH#c36e#dofTdb?_$$u8v!V{e_v*LNl)3cK2Y%Ub`%%iR`SPOVSW<@8r*0M~S%*GQ zaTLGdWkG4C4#{v^fTRK<7hUOOgNy)WU6+V*CLGNxoy%;#ehJyGgfd&E67Q>2;3qiU zUwGk++FCZXNfPDNj)<3VnXF&S1pntT9`cPsUADjW@h!T3WV>mDd!6~I*0dGfWcwP|)ku9Tl zDg?2?uO^yjjLpQt{Je}mSl#z-Dz0j~ z!TC>yfxOLjR6|thk1Kq~#C4aHI!fvtjOdY|r5HavLU>Qc$(lM_9KK>5mt8y^fTKUX zII_2Yyh7;Ai!SXR^v@9TLg;BNkl!Lfq*|`1lJP1)@i!O3^sKiF2!v9(cqD5WBj+~ zX&L14FI1gjo#;zXKw#m*Vcw-ee#A_M1Xmq@T?%&5eij2j7>??kn_3E%Qy5*BiWV>$B7Y#dYf}SmEHCsLu6(hzd*@- zbSHsXXV?gSv*jxTe%#JoN?c{JAt}ryCZo}?OZ3vaoe>UOqTQPDQUcCyhjW!^PT&l3 z68}|M%=TmXdTP)5S$IeMnb)T^6)lO zG;r?V$D~9q1iY#yXL_~Fa_|ZnkY*^dry80#RPzUR_^U5zwQzB!aAQ_R#%)sbz)otR zB;;%eJwD+q;K1TqDGhmnqH6vu&fq03hoAYH3vCxbzxc?&zkPpG4MffN52EROaIv>p z1VD$TW~pT9xLq-lw>|OMRR_U{f1}&Ob%H_Irz_SdhNo%J;pu$l2qWYt6lKQq3tFecL_OX zL`KOgi|RP=bU9EuMzgUkNPT8x{Rl&(P_Vk<_1raG5-va|egTR&co`>E%*qWzbq)eG z=EA55><=O{?WQ$hcF?AhbgcT14imJ!u(Nnt>b8S~NupSCC)(dmM3}wsoTD%%(+!>V z4^XpErjLbkFTLx~aV9=_^VxsK;eqNfD)2ouGRdDFXkE1n|RJv#wadXn7oYmVt+O)HnNneBa)%L+G*4@ z87aRg@0W7*pE~>YjhF+xlYj5|+07dyMgTezUb76Cl)&E&zdz8~MZ8xtj@9PId0lZ? z$03y{9xjn64htTg>#75fY&D)E-K{0IX7d}W5nm7_F#0Ho`!Sz4= zyNDp_!nmWwBujh3)T^kcli3{z13zEzTb~bSHZJ zCGzS2r%e3mi5pxQ6o zUG{ghe4a17QT~UkMbO60Z5X3e4%t;gXx9`D(ATv%^qAZ&<^MXAd>7>=BXqj#rBgwy zrjttD+7NK-$w=>sh3fXxc%f?*hCUCq`O>8^+Q8x!wtqAxy*9h@UxFuEc3wP676Sl# zYH!khmB@75)LnMqDSQhs>>Y7Z`?k~Ic{d6E+btM582vbCm2f87xFZ~-UZCHeCdTeG zRzH#MRU!UnjmK;;I#+GJq%%GdY?iNtV_Rqw*`>#6mR?Anb^G@WA3joTR_~pwqiFLE^xC{XR*`;_MX*O&U&S{Q!cY{+;UFV%?|LX*(Sq; zY8*Ad#5>lF0$ylk#t4)_bf}7qpENox=-IdRawug>jH(ZBKRY*Y+UxIhOeD? zvH`uTB=A1F62#)1E)w*&n7c75Y1zInsm;i-D~DOZAscctxXOu=N4StO46rp{8g{aZn;z@pW~?QJyhFX0cc&3yEoad2@wCudbN&d5K~!YT}e&ih#^W<+nt!^ zAt{f*M#A=!KyY%e`k2Y*GE%mg6T%2%6^f5y==8&4GrEK6WWp1Wiq#t;&CoY~{ijzB zio)>NXlWFi$Ce0cJU0`k7Fpr&x`QmVW7Q^LZK9&GG2o}gO(Q#raj% z&dz<-&;%}E={IgI<)-G3H^%@l<&T1Kx+ZIb5yREk1S@=KgM{?%k2fp9&6&2OL#e-4t;xV0v$V+cZdoQ99(Q_72SOKpu6rhtZ9Xb~BYQj8nAt zjkSmJ6~>Sud1|;!y4|fmNT0T#Uf9dXvyT5|Gh&y@mh*7wXT90I96l4{_K?mNdLcLM z&0ks1r!RaC!r&X29He>!p);MnUyzYpb2cMsovBh+R%!1$?MNWdBet z-7z|*wPCXvJEn;=evNv#CT-&CUZ_-3fZj?(#Do%DU)5u&dR#0vNmJh_=u0#Y-RSgM zRjx%Ax+99RW%lErF^rPV-z<9l&cO`tHcixYv#?FL5y4a7v!_n6g((7vDg>V2E>yx} zSQ?G;^Nt(fws73vFxLM>D9c?FM+dPaK#)K}Yz3G=-}-5Pr`b@U?-#D4({bci3U*MS zrn$L`W*$0(XDj;&y^T*$K1YRP+3q)|4UJQQ;p3H)V#S8IFb`>7dmyLL%tfKXy9Yjc z)D?jwr}I>f!W2@TDVBe|Q=;&F@@0Z8;-^Y9ZXbR_hgLZN1mRdxy+6#>N~%glb^^D8&+%`28k=v zOrT{W3PBfoKf8ppff|=`r`4Zpz$tTGp?K#eA}r@>)@b=fC}XB$3)HHlE`8$FL8DCRs6en zmsU$p#`XAe1D_ycjF>n$JaCHw+&hZI-Pe+fTdShd}K2hzIrH+ipxV&Bc)iY?hla?w=`r(i`4 zp5kegZxZH;D_`o}(507<``ithTa!hA&1{QwHceT58TBJeH|V^^(zTWj=vYD>TK8X_ZJqRMS-0izL(IDb;~ zk!JVq0N$j1ChucCX)zhESWs#g2_Z@@T7zPLS4-$PN|Mv8t2q^xzpAoX_*pnAZ99oH zS0Tgz9$O7jTnDXFf5LqJ0R5saHIK3Y|DR*0K}+4ZIHHQZ>gdj#7?t)anmCf0CC_dRe-m-1uM8ySrfzlSnzP_VNk!)9%|Qe7Kp&5* z&t(cVgc!bqUrUXaE~1tBs+GST)V1cQ4)O*zZkjev@vp6feUDtPqwx%Cc*$M*#RLW-o70^o%Gwi2TAVjWk)vOFe@G@FsWKCpNlF$E)>qa|%{V-N3HGPaOzQc7 zsT$b)iBP?f?wEo*BOj3;&$_&(;E7Gee=jy1Z**2U;0!1)GZs6&7{g|MXTWjfmIGqlH#zf`+AiwFk3krE#jlKV~8um!r&*daF(^JAHS0sXA|15XsGGms%`TKb~a$miEm{+feTRr zQMI(V$ZJ_tfQb2y9ccCq4Q;zuE&gh%gawTEc7~EGo&7vm`~jYQh8?{ zENl^cQl`~3B+saU|0Y*zi4UEyJFH@cRfBbSATjbN3{q-@8UYzz(mzQMlcWTib7biU z|CfJ(5E{H8w}WrAnEtDB)v1(PzTE>KR(}eDuX~&sHU3WZl9U2n2?UkGBQBCFvz>J4 zhl&vfypecF-mb%KX5+XPwIRd~`Yf)j3u|p|xB~V8AG0Y8`Q*(=2cNnQhhPP?_jpFS z^m3-ApMH7G)M3+Haf(^Mmc@HG#2BGWT8_93UgLdHt1|yI-6LI_Zh3%nOR)~FK{DMw z)wUxWm!%X-;i(qnzS{JN)Evi#KoMR?%lTk&bIM~t_P~$rKM6e=IA2b0Ka6hOvdv5! z5IzkHevfVg?ivxZsoG~O20v>}7N+~uIzM|^qKS^TEjz5)dR$NxUJ>72miYaVB#n^k z1+c6w2C;44yE`Aa5P?{&Pp@+Vo_~~@{b`6%VJ)jo0_h<^;y~kcOeTcF_KellqLC@i>sxF7>5{NN^6m(+dN^c~t|)v!)+2dJkpfmfPN*Wy4*eCr-ZiPiP@ z;kKXWtIot-0_W|bUX=5=&Wg=j3|Vuur(Ss*)fqipr&Q|Xc9FuD$%V~}aFGJ|7u5*5 zdfm`@cN=p{wFQmYMXc?qw3e{S3eGyD-!}N8Jq_guKyq;PYIk?cbe9+_l^BiTDl$t~ zqc{+tHI0b2_UoUKA$$Y<@}MVRTQfi*oQAp0x`VRltHEIsrbLKD+b_;;NXZssy!56e z0Ka9XTvi;U3aiyD$$qgF+YR@Ue`5*AsMDq3*et`0E&RXpo^@&= zp<@mXm1DV7Bo{y)1yWN32N^vrd|McN?H^2Z7Bdz~X$ot}zW~`k`fqJ=2bzHcaxome zW&W-xB@IvUKNXUJUi)f!^oD8!mjDz@G~#Mun)J~q@?l5sN77deUzA5DXkcGB=GjK= z)6+aFwvExjYjrj#SoM7t{eN!5!?cV5V56uyd*hG&sF0DH?daM??hn?m+CJpYL@Ox1mRybE}1O#5v7&@rs%edb}q#_#W7kQIP z`87t;hr$oX-^g3Kp{(q&)AQs^jS==Z0?Wu83;WoUX-&mGbXt}S3pv8=89R8ix2Mmb zMo+BIQpWyN(Tlz@@apU)K(4n3v$79CehkdOgGm{ZZ&x`CGZji z_k&kme7yWksoChM2M;)RD#ioIVaoDo)u?>4ON7U085{&oC{;#M&482HnA;l$2AmY@ zOioaRb^$A=gIce>%rC}xE@(ek(6YA*;XHjf=3{KbO*52rPwP6xQS*;r^|RgGlJ%#F zLYJ&dNVZvUUr4LvkTmiayJ+c$94-3+T6NOv~hOULGS5<<_OvT;inT{qyi zH}*cOxj7Pqkt%;Wpj7^5+mb@3|IHjM;NU5p*eAb5EbU!aR^m;!3 zzw2*GPQzUh(f(!noqIbH14ql*U`cvUw5#QdCY#d$m6Nzq$R>=R5>@n$uu_0BgSJEg zUF3OoxMUfhqzCF3v`-6y3&N(m(1++*a(5<=m}zRXq1}Q3wfHjyk)(u@UHdkYJ$wa{ zJz0PwruC5IIS{S)PBuw#Ud#EMPKN(+;pw@XhpDnEu3CpZ7Ma3LEMmfHB`4hS$2=-q zoINQ&zg*MR^I7pu3=wNLt_PJ^E^?20;~x{Sv{7ki<0ssDPOJ<(#xh*n?awd29^(VF&1ozs^*l%E0;ArEKFd?smZas!}3d@!^VZXfpCk;HY zcq%g23JlMvz9;UTUY!#06=_c5E;1wovlE3FW48N$5~qYzJ#0{bPc`62SaWV7DSQc* z61Vz@K^PAB>`2@V{4?51QFQOZ3BL|wQXvWOYj@V!RppwNj?(^QS;uD&>5puX8D1(2 zugY$|UmGa}6|%#&!r*U9nb=tCD++7>R}@)P5%}iJ#`o{fgRu0BItF8Y+RPG@z8zC# z&>&2)a!Qzrz#9E(-$O1t$yg-jlY&W<#u00-PJ@F1?$(=_(W_&{iA5AqHSvoXR~oX{ znr?d}YSy}1aad1S>cbF5oZT|rO+Al2D zJ&|t32dExreX-CZQ2c!N`L|X;&-og^E{H!PA@tT`Zn|J-F_tgKWwqFCD0&4&^{ng? zCAx4eE>M-o(S2J^xIC?3+(Khb0bbMQVrJ3>Hi8Kf51yJ1n+e`D*yzCQZ8>5}iK+r0 zNDGBj=@GS}We?`;XmrnDydh=^nN^WCF)N+icb9*K3(NSuBvJd?#8>D}ue|T{D{`EO zyhkH%`j8KsvLNqmzSd_=i~Rj`CA*JL<#!C0fYUPC1>nC?Yz}~K%W@*1x zdX+w^j~^Z=3+QOoUvx{^wdSg$0JC$=^R4YYP;r^fjLF(JcjW3O{s#@fAd|_OK6iaf z5deFjG6u@!mXYLF{(np`VY%nQzK$?z_eE&g$~~1hI#}XhI+OL}sb^RcJbk)>n_h)T z!pw+8!_oC0(7OZ*ul*`tYNYClhEUc6Ks*hXx>&unO2QthgxY_%(S4e4Ly)ZPpR$Ys!nIk=<$B5&W_)^UcF>-TY7_d+h z6`w%!Ebon0yjwQSHPsx}NMD-E8+|eOM23F=;q~5!Kf9)9(&(TlFJsyy!cfb}9FzZVQK}e50B*CXbVGz0rCt_QFjPkN27VbeJ(-dt|3MhQ@E@GT~fb{PWfK zIs~?oR%Hrqm#>`=F0<}&u>q#=f2Bypnyw-dd8 z;*-uVkrB*QEd7i+=nRdKmkj#F@aBeS7M;&H*%PCb$e5+vfz#z7Fu(VFB448Y8IHIi z-j@pgW_Bss*|Dt;3)~EzwSc>5Yvoq(>nae;njQJHuXb*#T!ssPFBX18&m|+76pG|+O z{&^ct&F@Ho?PE7M%@FrpK;n`2MeXko5&_{Zm3ENFX4F|6RUk^2*x=)vLXs(9qvW4`lf)fIW2i+)2%Yd5-A{9~{Kcb@YJrPc_sU zoOlak3tfhb4~_*KsY$0OMv%Wj|RGOxSEC8nkMEby_I#8V|KN?-IPT@Z44#(;vosQ zm*&)Sa;DAt;Nc6sMHaz%!L38sX^>5%Wu4emrPj+WMa6^!tfTtxZkKS>Sy1RHZ;U`I zdMck0LMS$5&Ok#+?bou%>g!S)eG_7U8q^z;*<*p=bRR14k#I{i|B8#s?6Czdd*kHr4c} z0oFvkxL?DVT~;5bE8TjN!@z*MWwYmIXG$a6kw%Y>(U_#b6{;dd>53&nI~uwfwPy{I zn;%g4dc9YQ6d<1;t;%@FJB7B~obzd}7-*=}qoWOFRg&p!7PbCQWEVB|J4ZI`fH_^H zwX~FgVUDfOfR>$~Obd57(d5hmERPY5{8O(rp7sm>HrF(|E;`kMvSMuX^a3}2ipuzq zW$NgTxQ;pBh4u`v%nInO>;pXBk*#D1aK67o1q zkRC5N55UXwF7T8VH)?`LpZ>=%kSnQ=Dc+-Q4Mr*5VbvK%A4o$D4eq_)pzgg9cABqw z52t1ig&-?bShTP;QGh^G8hb3^!i9F8mX+yFm5jSetqxX}BX}D_h(Nqs9SmqZgN=4@ z{`V8VW@)!|V-0@HuaBjoTCcj{!!$*4WR1PS7}lkZ!q4nqo3PELj*{jep#X%ON`B)S z^HvP0zl&J9XG)}ahHaZRS`1?(Ic-Zua@vr^-Za2%0Tg$QjB7n-`NZFCup9(v--6y_f%h}aN!O**i@5a zSB1jZ7ft=m=S2v0mJrv3lFsdIVcZrBcDqPU54L>@-UAwB`1OfYUQJ;{YZQuOAni{OC{iTdzR+ViP^+PQhdqz3X&q<)SnZQ4Kv_%s#D}WI8W6B_&x~T&t4v{gSI>PXmyi9oI3nvJUDCTU#PjwQE+l*~#$TJuxPj4>uUF;Uo@CWI^FDw)B=#7d7pR^am2pk)pHT0vV}NW(&tw zBiw02W-MiL_==BHL#6#Um->p0E;-?@=Xa(brZD+=$<;(Nm+WSUyj|aLR)Lk0j5LeX zyoL}Zzg4k>F(|U4r6bbPnBt|8T9~~qvfefu#apVem~KQ&MR7Zkzds0{`M(q@9sA46 zwO1(JyPak-93xi+dCaB4sRWprE$HJ?YWQ#qGqzVYY3@N{JfMeC_VQ19O`oXSh{3j2 zj8uL2dCnzTQ>vZR;>h4=Ye3fb1a62<^el%1`(8X$Egl0Jf3*W7D}i_E#s6N604%Yt zzoZV{XXE5O>Dzw*rOl+_4_y;JG*P7g^3ah3>2o<0@X9etV7x^Brd|^eC9{wX{USn1 zav?zE88=^>Ok+vlNRhJ0QK%mhB$34=2(mprd~M-Di$lnB?l{K<2zu)lkf#nmOaa?K zgb-va%1OYH>B&m_rB+qV#*cOBV6PX0=+1`>B~|N9F&^}SnC4}aKyhlU2pHU+bjZ|H zQl*})HH6iL&;C?!X%Xw_zA=Zgp{T~~l0@qcGY`g|iDv@g*6f`zW$+NZ0YbwH`U!$m z`T3tpse!Ar+9F74Svd6aN_i0s}N@CE{OC-~qPAdJCKRl17tR3dUh`O!Z(KesP7O* zHMWOM;(z(^J3W|>6TXVte5}Z|%pt5;qfARsh&PAcsn;w9LLlix#84sm0z)s@yU5BdS};DbA6qMFP!ZP zY%C=DTkA;DypNi=^B4%6T|^xzr_YEdIuFzm?nM4|+{=1Uo-yi5V_d)jpd4^;q)(DB zcSXk2czb+y@iUs(OV^ULqutx$Bmm@4g9&9jbwERG8LqZq2UHZ%i8 zWoUjWGdtBc1e%bl+zMcBHZ?0$hsf&Cz~uqaz{<#2+oPiTgC7_+gW=X{6gDG708|d( z7V2MnXMI@=j*P^O`#&V1AC4@LH~|oM0idudoIe3u$nmGqJk=WCy3_{n(fF&Xd3e)Q63zx!K97VE~D0qxPvoa6<%i=mF%D?S%oeru7sYy;A&8E#~wW-A!@cbbNSBB9_QReS$e_%9QVP?I* z2aiK*{fqG>!RT*z(tBr4>eF>~eFa<=wjw7)2&=qz z3O+MAK8FtF;N}AS;qfj1pA-%@J^{c`x$4jwYGxX`@#GgKN6JvB?hVT z7f=0gmXp1*spSWv5K`t6_vAg5ms0rtWwrcO`#Uhap|vvyA^H6K^t6i)Z%bFh|I>Ea z+hGCp+f<)q3x=^$WD}8=v}8 z{@O235W_#75s06a^0Rkcz|_*l6xPKFq@nTK7{rg`U>D2Z?Uzv>sJOW-sHltN`jl0@`OhHfq%Ua438z`UUwM8Hr#?^hhS%q3U@8m^A3S${5iz+%%_U&n@yq1< znf(v)>wmw>UVC8_zFup-;w_ModEFVkI504P_+eMgy)^{O(=#(e7f=0%aegn~-X*T` zaUb$u{mlu1!2W^8?x$g1#drqO_i~1%y+>inq>3szu;!>4KwJ39258J=SdES%Pi|9y z!(c$LeVQv_Y>Z3apS_oXtzlRzff;M{+BcJ_%k5-QL0@BiOuQeEM#9FQRIpZnn@!Na zr@JR95&BM#uhJN1kK4#vkb_jj5=1+-x$_S<$oLfKl_y=KwbdO9|3jZ<<}~EeD(+w` z+;iPylywc@@#ixf62pCgVqBcUISMz5^$TtK-469rxSz(8WxDjlL4C*9r7a3q%UEf5 z#_}CjkYR^J0kuZL^ob5##Fw{6rjB?l?BBkp{Nk=BZ9ZWsbRiU*=pa=x_rdn6K z32C-TbtIN9EhU&j-}HP0`aY^2aPZdv9%fQgGVPovBx2uhD~lu2IM;g-WKz+*kIArb ziAs??ZBEKAO6_<&3VuKkKOdmcH_%ZEe!NF%dsGO^Q|$#>of}d+G8gFcC+Tq32@UjG zU^9uraRS0JJFzDzbXb-FOJ!L;HH^3vq53q4%%&ETv+!y_1&elwWCAJe^_iV6NM6wT z8}ee)NJhAnHC`OwbI6=MUAgy%N>WqCO*VTA;fkt!DUu_1IP^HNv6&=$dT9*Io43;M z#<>;Qas(G)SLrQ`-TJ}$<2!ps*leQvX$b+VH;H4CL?X7&N3p4p|Htzrs9onuE3S#i z=|u?vM!w4*#t4M`0DD4;-afxwMb_pbMTpVSdQYVTx zJ>7*vu^4Hde7lj6){U(wJ4cRo<&>WE3}*q21E~EHy{n)3;O;#98dF}+tezTx<1#sc zwDS@7fk+RCI4af+03`+XdP@|0H6V{xTJ%D>!s5m`!)_hh%h0keXx~~DT6%R}h8z~1 zKJ*Z)4T~|8>4&FGqM=Z^LtMz((I2%bY$<@%CgDN?UIj*07xOZ&Zk|6^VR4SbVtA_^ z;Tq?j)b)Gri-AvstdTbDw>h6YqvFjK>0e~t3M~n_4~O8cPWFgG0t~D_V#i7)Q!K>S z69gU4p%s`6mvRh`7ptd>#8$+%+Y0#PK4m3am=wErL}LT*P%-L@_>!M!--BDpaxU8kHO})cjTP(iw9_)w;_@0`EU?< zK(P0)whVixGukkBfFco}-6p#0r)&(45obHRjf-GmN7!JKO4@wAjPkofN|Syy4Zox$ zLS4|~2D`!7aBmqaL7Xb``R3*>`?Nx(LmD+O%5IT8;Pq;k0l)4K zUGC5e-#L+4)NC(~+2yW5FQzp~5JqaARI+Fq)w5)*mzBKCfE_!}H>gzMeVALTWYW9x zqiEo+TdMY=d4cO%2_-R&$r%u&7OmNt<1=4&v))njgc1Z(jM*b;R7^Li#i<>qp3>9+3mLlzw2*0YrILh z78fsV?7%~%&{__SNu?=NnzkFW3_y8}g`A=m00I^%6o4ldRgt7Q?F*1j=R)iMxGve0 zKmvWF2$&LIJT`^YupmTITyWIk{cB8n-%=%~__=eC`W(Rot*Tee(8lHuaY5pFJN z{lRzjj@Ic8xpYaka>#JRz9j4Vo=^Qgn)Af2k(LpQ+j}N&HJgZ;#D!3h2xd2gSvJei zS##Sv6*tW?hP7e;v=brY5Tjw>`|VqTSo_7|UaH*(KC(zj>mJxBBLO-R59?*ezMPi# z^-)48ZP7tJ95&Cg_eL~@N`SQv${q52;C?b|B9cUIv?Ln<%Yn^LC1UA5pNp#aT7dCu z>!EO?GHUc4u(E7y3tx?C)f|L4!4-cL?)#FLQ^l96i)B9-kvRj~%}eUfTH z*~?!Zj*?-H4Wsl5yT}P5m$?&pbO3Wncpk3E$ONK%Hz)sohj7n^4hq$JvXa%gbF)b! z7`xH#P&muoovnTv((qvvB;b&6$ESfGonleemJE*Igx*iDCr3PP%!)k5EOFU}5_gcL zBOf7m}oMT+>>b$l%-Bt|Yq>6tcLBFl7mEe?X=c)Ca3CMVC^W?DELnY=X=0V3& zMF0@^7p(S&es%S8Zk&@nw7ID(e=*h~-tidH< z2q%+Sjo8fPDf$JEW#0pB6}eLC(Z2nvR1(NSBwX!WDt||{$T5^gnVl>n zS*toCaa-}wJE@i6VbU>B?IQAgRHsBKQJ{Z~I4mMz?!|P+pUalL%{$|k4%C$W+=22m8bTZSVwD+ao56=kMg3_jPm+0%uWtH9BrQQf$uzg% zd7H=?e6CFplyp&_5^zjm1<(pTHfw}@j}W$lFz zCYU<6glu3)o2Q;KAM21xch=&}h-tzqX`K?WLaC=Wi}u`!jW9xqQ|lx_xZqLyXvK^$ zi@yUl9aK}nwmt-NRd3?a2-7?&Fw<3uu86-0Q_zQArF3M|Ad;_ynMjO6$~MCbc_RUDy4c&3j276> zi=Ihto;%HdN&O7BULJXCRWDxtoUu?yXzHY)+;_ej;$aCyMuDwX1b-K^9RyJ?M~+xv zy`%P4iD4(npN&4^$!Cg*+ip;M|P2;Krtv=O)Yo;hQkyGn79qsbggDVdU;F#f&CC`4dd3M2N19}YkY!IBU zFW}#YlFp!4UzwntRL(=GZXFF1C|1MvuP5I=S7fAMey{~;zs>zB{0i3RQlo4A?)Dmf zCcI4~JZ_yHYDN!Z#U@vGy?!&)_w*z^~lc*RF|1H0T>I+7H{h03R zXBRsw7f|=*X^ZAg!xGE@)CPnps1cZ6Vi=8^pAT!M=dP(ONuadjC2PzSfXdI#gE1yj zCW2@`5g7i|^$7eABlnCT3V_*QzCPeVw{`jCEez!#<_7`h`BxT;*?sahl zXF-`C-g}M6^sjOmGD6AX_bc3xXc+1N(B7kew7H(Dugpa)obQCV2D^3_iCj;aE+f`# zc(=!x3LWzpR3{R=r6_$_OM9|DI!Ox?@Nl33gh5Ul^5gFkJwr#%pmP2eE|q(&rolkY zZAEl6{G-Gm`_^?=uc( zIL2<9HR>w5=RB{7M%Wdsj#t4wR~qjFKJ&hZ4021L5-NF8Q~*FK>%DkQPo_$ak1dd0G=IRZ2db%Xy(H-Xnk#6Ez3f zqp9Njd`tG=!g)w8Y0I)}8aaIFI>SoG2GL7|tfc@OYiH~cWtv~=_sUTV~AT6VIO z0=P#cnKEK*yn`m%=Z*WY8_Lh+IkDfe1dqHl=?2y%xc0qDD|u%_O2xj$4~p7R)vY7d zvG}vmF`O#Op1-ctvLPQaLJYK=sHK|&r^ZZO=<7w7nr)y-LPNeb=y%VgiyN+kS%)wm zkcq>oTFx2lD(W1>Zerm_*P5c~1CS+l2~0t4uU!l%IYqaq+kFHb?% zg&y`_1L>ydZlPS~n&16SbYq0m8SWlTiw=oMg*NUhm!*F zL`Npp>G-~m1nC(ZaD1!BocRQGD%bCUykMn+*>s%Z^Cm1CU}$f<7U!?#)sOHMAfk+> zj`P(adlAl;Ak-grxpF{s{J=qk<+Y0zG`okFJs7b!<3zW?!XNVJG)yxhhUL}QV%J*l zs~A3AO~4D5-(pjaLMy)P;-Xn2K-EBcJ?_GU#pV52)7AQO;S6pD;)_h066Lg%D`Ew{ zjb+3ia+#6KDj_>|v7Uv+9|kI;+O@CTl4KZh^T19xCWZ0sCuj6r|K+em3JhM@;nSp6 zgFb;YHjQjhq8BhV4|OfyNnaf;d<2*dOdFgUZ3OjL+tJ+)UJ+It6p2_+0)fF~8g2wwa)E~cQe>O@fvkk=y@l@&oaY33YdnKl#=a;CG)>eT_PJk(_L*NPd4Ub&oC z?Pamt;b*+E=DL}gga~uA4UtNuAWv8+tftlgY=B0bLq@oOBwN)^cGTiTp(ol;Uo=U` zi0i?1K%NmWu&WwW09_f_JDqpX5-jb#kXW3GLvS$XcXTtkWK^NTJZIf>2v@fb`#dq& zn&XjMW1f@QY3o_wXqS}EB?%d8rCIa8v6VlA=~|paLtOJ)x=Bz5?ft7SY;j?q(I;Qg1Fm zl%oi00&KoE+(?c;H~L}?)=`(7*y!}o%4k^iutzek^_9~6-saZ`Jk>&5o`Lm9uDr~c z!GB3F>}kY~jYbQJ`0m+8ATxI-cRz|_!kA#HQ3?II6`wyfUOAcAo_~J;hb>6vs^dg+ zk7ZqSLmx<}ds&@65A$T($Fbl8N#pkopWHIJ#B`h7u?V-VB>~xQ&h38XsF)>U6L_}c zht1G(zGmG!Z$uovBU-)uc$}qkfZBoxjwU)p-60QbUMOi6{D#|1Qn1eqZY=#NaHDGn zTT5-+kgHCHuf5O>g-@4y&t0EU8-2<&oms^xRvSp7bqJx5K?8@Yz)C-V`?jX~Ov+A_ zNVr8xrjT(jR+rw@@FrYVnC>m9k%r>L3^o#rFpSzKi4ETZE$taeB9(@1%VynFw$a!> z2Nw%%v_m;TjQkUqs3pgOQ8@SzxnnpY-O zpQ+oFL1!tKD!Chos&4{Iu)I#K>GNj={3XN^jm2DD%~Trr1<};Ze4E*N{#`;>FyyQK z9d5*-IHbr#P6tY4Zt@y{7`XSNY3n!+Zpktf$M;@E-cSdxQ|cD?VX{{I!V{oY?*{L zb$Vq(c~D0m)=qjn!pPVc{zbu?4Uc#Dn)mPqZS~|a!4SK`z`RS`H#!36CRAy8hV?__ ze#8q|w36mM^`~coB!lk!*#k$^n~sUJurL{mmHNUjum51!$=Gjs3x_XG84Ei@V0utz zr!M0?R$Fvkv5T0I%y&o6oo)6y$j{=re-uc>ba=BD>8!XY0gD-t3|X>O`5r34A9mb2 z$cSV-3hku+3qG(2buWa;62`2XWj3{yEt>d_@ImYTo0mQ93a^H;-PeeYZnhd<{Pv0e z-ef%j4QZCVm(79hMJg$vw{y{A{k(#w@fDNHM#MAByj4~N{r=8_%AMkk#Pvd^`*+u_ z;MvQF?h|utuL6f-PLLakvQxOfgoKNttkAl!MaQnw<6DU2LaI&UsP86PsC&72{LTSM zCy#KIV2b1v18$WOum%ILm^a{i0LekrHb1n=-O;i(UXOEa>vAc^%&Fc++$?f#L-T{B zxaVOLOH!Psp*bi%=|ziZr&MuBTpQs>RUqOH78ZpDBwsqxFFVV-&tMF}Xm*~%os6kZ z;3@%YL(R^uapG~?JiNSSA!5?<=Wg9y5t%JrB zBjJ2&S+j+wm&4P!&)MWuXqr_43&~TcN!hoQH1DSTt|O9MrDaFj?5=$8j6t*!y5_Yd zsn*|RIl)L2?bvd@ zs(I#6rFrN4r==d3o*}B7^rhrP^+EiYNXc8c$KlJO;ImnEL7w-)#6u~;CA{F$e8?lO zCvxemD9d4$hDGIHT8Y5V+G4AKLONK>~awV z*REhdy-%5s0VsY$MPb?l4UypEw%Nxsskd|UUOi>H4Qe-r$K?r|DT5!N6@heZjQv_P z|5fA-l`ZFaHbTjO zLJvmd!{RarnlZudK45eWSbn)*?g)(aI`i@(qjq#L-f&dU`#T=L` z1#?1JqP-S{6}a!I$9ZO3tl=bKiqy1z7!nKWRE!lgm`^Y3wJgOrTI9RLKEhgqn5J#O}cj^ zbz_4LB_&>#I_FV5!hYkS^^S1GCeo+HDo{Be!;gV}LcEWBbKbjYOIO2~romwEbtK}S$GUC+P0^>*7Y*6pTlhuLLC!0hTz zyPz&X7+=3j9!z^>ebDItc=DI6b{D!OE787UtO@E+F~q7>O?gT;W4R7u8KN`bBmaA@ zBPp{heJ8LaP(>0Rgtp<~i*Q2I=YiIt(>{zBhSAut^;%VCUxMDOf;L)Ye; zn@Nq>&@HQxJY^I@F1--lXx_maI&mNIE_|J{ib#UeXTF{&tjo?XoUw z{%}Lj1oBB9Nyykf;-^58f&D9%r8I=IqiA65jWcyO5$I^hScl?-p<>H!PNukc3J(j{ zozylQ?)oE$9Mh<(6m{IJG_B9aU&yfLvHtpC>l2jF_{&@6c_a6UsiX~3nMB}lLDYaCx99C zgL!77&19J#2g}JVoRn8Ip;!C4DKqMDNu?f#x)sfuw4&YMg@NY`Mr8jMDV+4a6&G@6 z@B@DjjF+D_%3K3pdrF3olh3>FA(LVE5;0rzlWWU6OgBoBL82TiV z1DBUTeqP@GZS5HO%_fJN5!zwpoN%O?)GCitYo!Qi*T1u{t@?9}d5xLMlU#ASOqDGg z^T3;78S?cmCy6# z`8BN5;$dOh0CCjS`6Z8JMMW{HuKtodjZXbbQiz(!J8ia&S;CPRF=6Km_>8HFq)d-4 zw-W8r#tDXc+UnRbo_rxkT6$Y3h!Cm#IyP$uDQ;X>JJlvQI1Sukl&1upnPz}(rqcos z1HtN3bHdu_R|CutFW@#y2Tgt*UgWlhGto6z%Hqt$D5OP}QLR_qe8oCHWm=OTy(w0) z5s>hy86>E!9JWuY1$R`-Rb`u043u%0KQVr5$ObVq^W*KJcED?-h~wdOh37+4S4?+fg3f zz~u+Av!$NLZxbry+MyReXjbVq=Z6HP3W~2!74zH}t&^9BTa$wKtkhb%;7$-|fV|40pLh=jamU&KUv1H1qHDIm->XWxq{9SJ~!iJ5^)^YTR z&`Yhb{YfxOlZN(i)aHvu?+)v|@7d0+39=9n{?`R-TW{^6EpWQ)I~M#a^l2>2bzoBi zgs&K(jB@H6>i!)0TOAs3|0I=B`%6lAX$^&}bXYpEB=OQFo$2D%_w-sf`XqoHt0$|# z-Yo66K)}4ct?BFtDcL%bNEU!%i-uL+cEJ7WLBpuW5zClL)ZeE9<#LZrEw1VZvy|!H zVP-t*aX}C(Bdhy1xn*^5U_hQRI?6|--irTh)o6(fvoF7$_ur)=^ud>_Hlu@H!J4e3 zJZAsV33*h5OLfakl{7*_CDy9>4o0)8|U z0lbIfY~H~9hVT+EgjFd;?SZ@$AO?-D3VdjE4fi0bI%9e%M^^ zCMByWy1kwVaWAVof@9z~;GdCYheq_{Bf8KD)(wvKZ&h40_Ke}LQ*$vBBU;mD7%fof zQBORKE`$52_^PqD@lMYaQOKZhi7#eVT2dpl*;CVL5e~T&T!1#u)_OHNRL&(A1q^4) zm`M6O@&#&swwdd8MQbZcZAHj;<&#+~-~d$4ya;6|M5T^*dTGE0snp&NPa`jdK;m-X$mc@p4+ti$Le>)#qvv=mu35?JD zXpgU$FMmJQll!)jOm zrg3*|W@9{SQ#=mF2cVaHp!kOEe+Q# zVz@hzgm7#QIg2hk^wtbyhzy1iHm`y%*toa_N2T(i;Y}TG>)gWkQ3Ei=#zs)o=nU2< z4IhDYY_uG04xW3(0UG%@=0xFxThykWS=$1}8O)5%5q|0BZ@LV~hJ>&dG??wl2=kad zZGY6wwBm}{QHnSZJBiAgbUtP4}<2k&A)s(b7> zv7FOxo+%Sc1zYl!cMWlS`c4B%$=8!)13szT^`PEN7nuk#b>8O(S`EM>_%Ym3Ah*vW zG{73&XvGj(fV+ox@DxH~3wYSJFtHE1FiiW?CH@ zuMLhDJ`enL&QNb>`;2hLM?vnM@Irre-L=wtu6fzjcvoVBttcG9=H>(DzyS14pq2%u z=9@i^$mStEN?MB;t#}t($uMOY>6kGRN)0bxS5J{F$>8}sn5%mZsArqjnyKP5P;B|$B7>0{gYo`J z_!=8Ul~AaIEhX|@3rSYd?`f@4Ckap_*ySD~%&Hvr)NLjHDezG&Z>BsbiU#E?g9ajG zc4IWNTqSYPWc01~_zxZa;!;dq>C=m-d{^mt(KpMeR8%$mIh!=JI2(HNmS;wK8@*Bg zuDJnVOX_e!V$PSP)(cz+MT#1*kmy zBibGM6a}{?y9_aU_Vlw%kWj8>gP#cDu(I?=dC(n|FF7q6hRU%YiY{G2TO{xrQzMh` zv%XeH_cicM0wpmngBoKB*}CjmRndA0`|SKjvfKWuj*B|szX?;biRAWI)!xJ+E0FS> zAA$QwkMUia(5(2i_kH8#k4vmCIHQDHvlJK;_>dks8l0h^}Bo0OLHL z3AOG!%}Komg0~#<*h@B}GW02_kr#O+K^+-OR=>hazB#l^!R~5vcwU6Q?J%2jVUIm@ zbBZvvvcjbeWTIk_oNBg7C9VH0U_?Jg*< z$IhEEh?|l|iq%}LNMc}!R|)>j7WtL7czCv5sF+;=ae>ffm(kI%*JqAKH=QMt34gBC zC5cFURbxO6eR{=5RS(g3#8`RXU5~VEVB}$8Ew#wN5DIVeQOLBQBz9Gz$K?u;F0MG3hA_`LmRqSKrA}lPGYjSJ|vt( zn1Mfuh6fx7eGKjUw07`lI|h$+)Ap;l>Jzxrl)4&!`!bw^b2-s_!>Q#3Y7_dLxB!_% zhb1jqlZ6<-9wAOL&iuKf;9k=Z#zGmBy)>E;nhMyWC9wGOiOWbK>MZw*SWF>Fx@QaB z?kC@%?Q`c4rlEZ#5hwwW*rgkXDzQ_5%w+7u6j>i(36HR?N{Hfn`~xDB6HL|tBLF$x zR?j})LHxIq=;|M4yN~K5^3?R|YVBCD>}KzYfa}zL27NJ7q4GsJT508O0T}9>8rHHC zXfuI%j7?KOBJ-w?$|j145* z7_5cLVjh25f7wy8f|3Jt4hP&=S>UU&U9WuM>pVYjU9=Bu1E4Hd>#@6&fgx-|xpYw$ zm9f$G=ruOfK*ybJrufz>73X8z@!YL>o49KMhaAbo?db+3fg#&o&eI2&XL&?^ZffQz z_)V@!rnA;`S17u7i2_tQEV=&0e}PJU9~JVz8EY%waziT3 zDWw_@)!55Ot@A#085xEOeQiv+}71zGw@Y=CgC(C3T#G$Ei|v9?EIt7s?8I0h!iIS z|EFT~b*brxvY0DYURAjz+S?o!4BC~^IL6ErVE(+Y&osntaUo7(i!H`QX>w8WTX*FT zTc=%G#27Q@6eIv0kTDTM72Re1q>rGd_r=84aQYlHr#?_;9mZ2Ajig)es#J>LM^SiT zo#N~Ma4g8NynBE~ty}rif-7+I>|dqPJK*GiX@z$(x14NLGr~hWd$6DDf)OE#jgpcq z&Ls;*OZWPN&iW5!kYk5a{xFTM?~b5nKrz!bIG@{*apo{P8eiHd>Okh|TCJm-kTyTSU4VWgdHo=&TyaC7YBx_SpI%$F?I;t!{_Xcxj{ zg{lKFkcD-Ib6jhPkMngiSN`UO>XJuFwHoc|vRDd!%GMp=lf}RoI2-x_vdfEAJsjm-R*Zv3de`gr)#_9ZAC1KUj%v=`-uc~OpUeh zr%BVgHVIT;(^WE9?mFt_>r&dzt*z`*ZL%?++1%C$XR(#F0WxLBG3 zqesvz$I-{4e!d;)^<>ppjNKhdpK~GAje+KU~B7X-1 zDMAN*@w(D%r3ZUF0SG+59CMA)m+mD(!nH!saFw>PGB3W#E-ycps=&GSrslAQbhKY> z!ypEe4WPt>&d6yKoe0g8{cK5Nr&AuEknxMZ&1}~JLGe-3-r)0Ok6gcf*vxhhpDaza z@{Nq^n>};B2j9dx951(k;k=+h#*PF!K!xvh+dCVFSZZ)onMlYY)xm1_dQ>IhS|X#y zd3u@*i^e;bLDMq}dzW%U3gtOtF9l>9ft9J2z^2mIY4sczkkaw`9f){o=Yzb>R10#I zzTSRQHaq{JXfU1?jUT7>4<<{#EnT*pn5VLRfQG>v2fXN>--FEkZOi!k???H?JxMvGD#V)6-|BVkcW!H^hrmG}HZ`-@?0Xb!i=H6j9d< z?-;|?(6(=?=?7>?EMOKEsJBle@gDVR@Yd&Z{s@pMS7PH#5!Hap>Aa1*X7Dsy&dPvm zdO?s+8{|V_*1Y0i_AXxCB+Ju2tCPS6CGyf<;&s(nWS_zdTEodqIwBU)fygtDv`Xn& zlb+|QZcLZ>Xz(h4VJEU?z969JX*j<9NF>fy_!7vDVxPI22R?&GY9~9Np3o^n!ps@> zD)MUjS%GWS)CCmYEz+c9FTN;*3rP55knLemqDfjB#;ERmBd2yF% zo&a{>bjF_N0KZWViE2BOmLH%%zwD@eu5Rdv1k(QS21=?3QaVinBp4n+^^+yzgDm~ zrTR5*wA~)8NJj3RypmOTfFtx~A*X{9mPHrvN^MWw^d66<8Gg59{bwUWWqw`nYAsyE zezX%v#rK$NpWrQptzeGD-lcJPQlXWYxchN%silCFJ$4OsLX`=CWEeZcvHHg?Ipo6s9z4Aa7aPZE*L+g{OU5}ypp0O$18eO}xLZ0nAwl8wztN@Txx{Jrh zH!JX;(!SycCmrbF%JUjEkzT9m=V+DXM|ujsumB`Z6SFS=E9O5OMNEgxTXOLPrA6|o z-48CtC<$r}4c}J3!&u~~l+xw6z$$V&>mR!3p1s zJe7Do_8zuP;OfRBZJZEOLG(g4#nU)oFKjCFQ|8VazMZ!;>q}5p-~l@HCFMK3k}dKb+Om&pOsp*RBqC8P$!*K znSsd8u6+QEo70+07Slr!JQJj1P4iyl@|(__5xs|LpjXXD*q%!L?zwr$V|q0>>uTsI zF`m#pVHGPZEtnHZ&Ju+Ony#M)l`f zJyfpsxJW%Ued$}~4Rna%enCVD4PJAxBe~?6eDh-AMsdYRr}8SI@`%uinP)Js4_kgR zINniP;bnoJ%Qaoo&fm4HPaCK?%nqNi;pxgKe7$#>`v)S!|E{{ zK3bV%EmAAR{CsAN`$M+Fv~*n--u3+&q&~hJ2L!%U@vfvo<$~c*&o!z>*jXu8={&pR za`y6_-3-20<7}>Qh;V4vTK&lYFp9g@#xEZkP5Lo;G7Nmr!>sY-4l8)HT z&K(eo+pNh1IkbtFN++Ym0}3^T(8jI`3tq6dKXq|N@8LgGqf=-bpYYbfAsBWlz0-hy zf){L!8mYlB+{HtT{czqBUJr;~Hu0Qh?M;aD?W7Yq1S!SIszNNU*YmCPTi^-MYK4#i zoQ@z|Q|r}=;m?c-w2Ra+hz*UQ^)vnvRJ2;v)VQ8}X+4Cpq7_2%Ib=@PHWW~pSEl(P z-#Lf|AiZg+E4_o}W|^%@mqHsi=@By+z!hEv~?r;Bs zdCO!bfuerL6Qf8C#@^NU-6&o(Q0&KmLpc;=Rwl4plEJ3jX+ct@%?>I0@>h|+gkkC)P-LP^$LYhtLb1uPNc_AW zu4P=3Ng+@la{sVy9?=|e?yuGAox4uR=!guj>sV@^=xJ{02dG?l%Omvs0?Pf4Vs^q& zJ*(;@<~W0IRY1zlFFdQ?&@138r%bd|q}hN!W~^m6Vx6O`6Jqd-&W?a zB7v|p=&zoa&p!diGOMjFGiPZ=4$5Q4DU!FU?}zNHu?-yohgx(s`69wk1r&pUcXqzR)UJ=648`iXx5POEE!R#HFOGmeQIYO^#D0e5z(>>c< zx_Z|3wRm(;;X0i47~-+DT_rH=HICGh6O{#vlh7)$@Df?DCR#dtWc(6g$p$Pi!M28~Nd>kvcDTQ@wOCOV%B`D|>ibJ}Og8oDIYW$GPcRn5#+12@ zgZ$S+EiP(jhdM+w4Y?;V_2?Kn{w!{Jv%hNT?g?(fXK)FvdqZ~DdBhvChP(e2p0}7D zNC1#8inea|(-sDV5UxU?g+?P+Pii6_c>nXM)=2Sf^p^IioMlym8%k=%CpXEO~(kzf_81&GRM)31a^hXEE=%D3Cz#J@n!yRY=2h?0&;$g*RH zv}2(%>K5G&{pE_A1&QHdw4P|WDMBNJ@Z(+&8prcT)m^e9LARCQSSo8W9dgif7Jl#G zHB){eix;-aUB}6CafTyt1~ueE2%EriJn(2Kt{z-li-1FOz3qLd(b16B-AxCO*sa0V zb51U)#!cJJEgXyZRKTd;D4g^azz;~sBeBp?P{5B=a4x!BFWIwS9uAW!6?mr^8vY|z zLS8;z$CIJaiVVMRQ$+73nYe8txu}RpW7;#+GIeC^qOf5o4JzrpE5;~30Jg&(Llk*E z)^Q$D@H!cI#7{=?=V@Rq$vZLc(6BDB81l;dW6YFuXz_~WcT*>!QF?Ce?rQuwcG{&Z zWZ9ajxC%VYI-+(4p=ejKI)-N*LWTFrSFfOokBBtEAl;;~`FKsDs~+f34X#NOqR?!| z1yfT+WgnG zGgSy?^5Wt;AaFjJXrfsq1EFf33DlWU%|auM794HDt3Yhw2W1?b{tr^LNI_3vMTu}V zER7D?#tr4j2rR8OSu=`=PV#udlJ2;Q$32d3=^&LpsqV@yKtrtsK&vNFFAlxZ5R^c) zQkEMdn2UPhW(F_VtZ_0)fY2O5Gg&fc#L(cqJjW1en&PRHkmOvBZEFjkuv4=_@219o z11Gg9p(^BHqaxnQV`qDcy@M9jmwqkWU#H9K!1>-Bf$Ho9ojkb5 z&ApiN)vzhtPTG(?9Ja<2RH>OHbU9p;U#AzS(%cE_x0~x-eS?I1V$TcoA~#53R$74r zBajhMqWK~~$SF;lIn+nE`iqFoa4?5BekODdxTnd1dMzWkWp3J3rp>tT;(iRLgR10x zyxsjF&!3o2T7o&`H;#`@A^YJ6bl*dF@Oy{tw^V6c7Y(~WK=^TOhc$F z>K_)P0ly)^SvzTpMTiarAv-p~?&_y52-q zlynKpn%mqak9ZER8F5wAf!}u0Lq9%zwU3*cg(N5g^(`<8Su=^E&W!z$_ZHVS=R(b4%9JO%CWX#Y&#(Y? z&8r!Lnlf2zjq0&f51QcbS(9Fhb=36L$?i+`2W$$#cr;8z5z;^qQr7M&$2~<&$n+g`VF(Aa%&H*9FcK&0w2j)?O3%@yS`0R_{>KKc)cc z5e3xR$!Jpu{J@uNo-;%vCavq8CTb@)V3N|_5Pw!SYdMYDax@4y5K;DBXFta%0SEKj zY(_`yH!tY+w~#6LP3d3WE+!w@9QGw%(WAFKstK9^?9t5zF6o@vm*C?ku7!nXg1+BW zqtwG}p=cf+w;L)K7F&ow-Fs8jN<>U9U7d-3as`$g$40Jij1I6UU{g*c%XPWnu4&+6 zcj*AnChry+B7Aw%!*#f~u~4fTWK-|o?tRW!R?X1^2~`Kdz&h^nbIO!%rbCDfjS^l_ zzWd-fSSEf^ZHb=hlW{z`KI^pF_HP{sf@N@clinVcUaOzF)OZA%Bh#Kf0B;9QpVY9s zW|TaY)b?%iIP`l($fn-M65$_ZvOV9v4F3zHlG!Lz$2_yo8r-%Pgx zGt5fk-pKVI@`}6IE0Whj`fba4``8N5X1y*X-dt5!xmz*EE=cJ$%kD(kY@`aFzL#o| z+>)hxpZM%dyhAM@np~|j@Y1*$RcM}Joz8EN}O=>qlZ&WTVTMz8$B z)p)Z^f?QoBP?Ch9ivl-X`t)Fr$L(pQGeTypWl1{T)Z?OPRM&~y_}^TpJl)~MNQQQ# zt+2Ewfk4fk;0*t(&Q~;yZu!0HuCc45>t%uUA?714=Jy7w9wRjP17pW@)JMVH+CzgC zK5EiW{F`Gzo#z@Ic|rV%T5IV%Kxbu_h9ki&KX6t;-$X<{F^O>S*L`=qcOuRL*f&~R z$nMs`y>yOJFd0TBR5((-o~LdS>7eKB5=#Q`$uT~lOIlO1!9)NY@?tRZ_Z*nST?0|- zqZq&Sgj8T|7_*7*9{Zwt%U;dk`O`fD&dW5ClmHH@tO19HS|pE`z;&jfYz|V`hnUU! zPEGz~8x?4GhQeC{Fka*lpcr_TdOQe(;0@X$s6io|+u5P8)14@AE_Z#vqkh`K42wD= zUyu#fbNF5A^F0^ToJz%X+(XBt_|dLZgq^gu9U4osdu_h8Ipg(Lj9P;{?YI6ufc!!x zmp64Hx9DM|Wkl-~9HvdOVIZ7-h-P_nfyrJpG_ga(P-OAGlHP=NF7P`q;sK+BoM%US zwU8?_%vG5tsW#utFM}71Kvj)%<#HZbJD^sClU6-!3SB-nD84f4Nc(Nq7N)m&D$lxA zLx%<;CC*9GJn{UNWD1k2Ld!C)gRYOPGK7VT8^C^DhLFMz4{mt9H)dA?`w_%jdnqA^ zB1b=C4qgtr)_rDHXv;k|KQQ=TfeqD(Q7NnN&v%ETXrqs=@T&lgJ zN{3g3)bAgG)ql)^FL@ItukTtOr<6O2vLGn){+;Z|{|$a`wjn_>=QIa|U7XVS&61#dR=0Ph121_Aj$aX*KysG|Q`b#`c0+5NM5$vC>^bYhNY0C(RJ!X#ZGac5J z!JIhwljo!jj&0Cpopa1IEG$2L=0WS>L%fu*>8 zSTknD{yh@*5Si@~chwo9zWD(_V8SHe;a+V>=S*<^#N+pnw}u>^EJb_XdAF`-E0@ZT zvABN-NrqU1!HH#-?U#%<>A$wvP)D2eN{?Z8s`tcZ4D4*-ECR(9lIbs0f#uL zeE>*?HC_nl44(p&EWJ8Q+tL_`jVnNnuKK1tf;*Zp%(izVA>!S!J8`p+DX6dm+C`Pt zi0>UM_&rUN1XkwNRlzOI2CVWafAhmCnd_$7-%#Q^1zHGPRBnLeYj0^;P(Jd;?T%gw zO);gY0pKeWPwSP*wOUIg;(>eHe(n$&*+g>=_Ge&5`C;Eo`{VC7Den-XZRM zZ-KN5l-^n)>BL(#%pxMMO0j8b;A+{RdGZP>>dM;KzLZ|sXfQT6NpfK0g;6@S2Ol3L9cNn8}q@6ytHCa+`sU!*0 zYWUo-IThbNArh+7l+x8T))gzrA-`jA#ePHQhXHLO#wl_qaMa2(m~EyObrPp?l4Kvd z2?jyIYTT{~c*8Un_jZC|at{2NL)4f1%T>kgBnlYk_=U=gu4$(MbI~c919iOHCA+{U zUJ-Y24UEtjeO)x*MA$iqTGX`ch@_gMXp=<03_I&Wa`F$rr2PF2j)B1b&E5G4tHgrC zV66n$M@Exryj0v|J<6QDI)`6SIlG<)@bxiuVsh z4g)bcfk#By;OtMi{>fpp>ga$pYB4iySrC|$x6Vl`Xt0le-`8yQJg#C7WqZH^V6}%T%C?9A1PMaeOh8G7q8j$b% zlkz!&T0ZiD_p8*@_;;@ch+l{cvJO<28-o*iUgH1ZL;nvBi{pQBSgahZ|A)ik;9zI_ zUmO-A13f#_|Cht+aB{}h-r~tFZotGs-fFek%3#k(mq}uFHELqO+OmuuZMAumx;s00 z^7{K(tsdxTpX2@FY%+xfjcCLS3g;L{A%}FdH_I)^1Ze~)m-*Eo57O4gke1Qr-R1|EvI57S5sO40Uzpn1T%3HdgJlH^?MwMJjba2c zmYKE|z@=?n1waOO@~18WBH~9pelTbTlMliMDCMU@=7I(o2g-+A1~V_0D6a%8R!(6~ zUNJ}KgR1J_;0(e|mcT-4-_J*O~oSHRC6U2I_Myy*E3yHhi=v zH$6NsGxFtU|J2uJ1LkPo;OgM=p(cXgKe!3^j@C1^$JFHdK30lfNKQmiP&$kMN5BmZ z209PU1s7eLTl**cS3^cfI|sdQdJ0f~Zx4{pCro*uPYc%A_Q!t%^q0o#a0Q>MEikJq z{a06SgTs#t$NLvHG`KmieMt9qY8xw!3AZY1%a8H!2k}Qg@YgnjbPlBt29N{5FULex z+6Vi$Fr~*drS}Am*vlJ>FXkT-kpn%ywh8q90Csm|cnAm5&e;X%-O{m1Bs{~@>L7w-R=r%>{duH+OSl!MlfZ4NkB4B_|_5AyQI zm-K4aL%ef+jUsa$u>1#K_J?b3XlHZw(kJvsBMkkHM$bFWwT@64w_SbL> zLf`Sb_9*l${kM%lYl?s7NAhF0Jn2XFh9|-J_s05rB>81lb9xEW2x_U3<)?l2M4k9GdK#^3I?FCNePOt{Fg5PJ;#Bk<7ai z8%LDeB?E;*31R*^mro5aA@zjmEdymwzE}z|*zBceCsCc<&7y|5%kWWokBX-uXv{2@ zq;RAaI#}qZK}Io?U@hA#%kU*FYNbtu$Zzzl9$nURMUm-p2!H9qSmCR2Wr>?Cc0etK z9NL7Fc}57O3;uhk4Bmc~M;5(Ko}`;Vvbi_vcn>1)CTr%7D^IhN#z?1l~4TaKL80p_P?&6DHU*P6bqBsg(k1J(AZe-XA>|9 z+C(;{G`7cO>`57K@g-P_CKKn|tSEYk%Vj{MZ+ucUN0co;^;`Ev8QUg$WL^;+?;mYG z2OuuPzl|zCs99BLSCNZRoY?(v*a2$|T!a}pLo?*V(#-b7%L`!#DVZ*Id8!jHtw({9 z@hsImb;xe7Nr0ejb?rI$R9F*UqQOMQjFg&KWHPldSNn~hva0NrWjS;@`SnqVa7rb> zs$27mee4zQgf@L9tsxi6A2ju>MQyy>iA$8eL^q*FYmk3>KCg=#^jE%P&a@-Ev46Lh z;?*%0s>ksEt!+KCKveVOqyGzkytlkwovXb@@ZC6qu#2MWQzJjsq-7*;m%iG{i=UwE z1JsR5tPkh6+yMk72z%Z|oYNDO)8p?()3OFga7}d)tlVjcOOX(o(}aWHJ+;96cz$L^ zW}mC;!Z7XS1BcHZCT7#j4T8c*bYyUD?`*R$Wm$lh9qHtzJh3o68dE<5}L> zTT6YO$$X%{TN$c87=)|P~vsX%89975^ zJ9&*dQVXBooAu+>VDts2k68pa$0KoY9)bS z-$f?(MG`^7LTJ!CpXuxeNJf`1P?gKFO@DEUDeLbnD7lnO^Ccjge$PBZX1`*rl%up? zgy+fH(i|U@nc`gL&XT%&MX=ZUB+U3muS^$*GRJIz=uFz*xDp3QsNjE$-63e9C2VFrsR%T|g ze=Tdw+qd12*6({X@F?7D?AAu#GteD-p!Y1*&nK_l+F`s#P+ z;0c$KIhQE9zQU18v;2*{b&`E%G~G?!wqiYgRp+_3IZL{7Cs|I0k<)5weWB=cgoSS_ zxrZThLA#r_lMk?st2CRNo9rgtF2|7qvpjn!nWCCo(&&y~lKZS51B*5@I$$|OR$=aC z;ove`ewCaMLs|pePgq1vh1+OPtK%^|UT4y3_l~`{(mbC)U*0%vpK64+5|Pmt#06i^ z=drNZxz8LAL9X(-HD8G8P@>fK5|`MH*D1|T#{;4keB--|KWqO; z_T2_0oP0sSZO)4p;V8RXUeM{_A;A>xrt$0P$Z45rh=^Mg#1u8H^O?4}(nLE;?~lAk z{1bd4=Tk*{OoDo8#@Uxx^tIm6z%Z?#nsmK3#<}y}i7n?lGC*mWzqGe;=6x_7Fkw7{ zQK;=$!V-Fea*6zNC26+ zToC&@8HcHH@-gL{Phu(cL3Llf%fN+UX?iK?bD==irvWMGhEt8m7i7d+8|Y)}V2M6= zV?p+o)MP`7E?p_&S4q8S;b*f}wQ;A42*YXgjJ~4>$lxs3q@}G&azuS1K?vGCTbr5} z808T5Twh*EFk1*!oJgNk2yis4FLzyACcjJ=EQ$lM6eo(=cljyhNhNVcsf0Drt8HLO zCIia&mW1#RK)wb3N!dz)(%=Tf(MfSn#5S~~F|`v;4Ak1+dK9h5^fI0#E0|d}g?pq87OCM#A;B z2Qwu3yZr|xV;*zhVxd3Hl@Wvepr4SEhO+gFjA}-KW^hKDEdrVw*5+UpQ&PZoFD`BF z;OpY{=j~tZ_UXyUu2@AKgfBE_-e1DpmcWNEPTs*h;RFkOkqSw-gJQDPOv&C~DOUY_w-D;f_Cc57?&5}H~^y(%bfycHGj zAk|MyE9c^R=PmZ!{j8USf37$+f7{|pvm29^ngrn1kob(Q`QAV@uR$|}v{v6G{Jz{j zXTdS|aW{G{*s@hreBO$G7=c@bc;Nd=<~e4Ht@%}yt&~D6-s0xMx_2UDODs^GE(ZuU zP90DY-BsQ~s6G~u?9a+r?z}|-?+)hz|6UOnP}I+^!epZ^KY0U+I81YL+j5K3$(bj) zZ$jzvSY+{UlM*RP6oG_I^G_G&2ZN-yBHnpwTg#23QpU6#ivPSh9buBg$DyazNYqEI z!j27t6<@ub;6ijDp+BZLReoXT(zrY;P=T+QPYBb$(DtJow?+x$``*QB;F`Wc{Vu|Dne6UaW?-h8KW#Z$5pcZK`-Hr3Y-s~t@Q~`tHMl@6_W!>#;1|W zs~)(f(;}iduQ=fLP{96DZzs=}N+R+8m*Q}i{D7~0j@idevc;ABbzR}N?+D*|0x&m^ ztgh5nP1a97eiL{fGJ7MHu|alu5S;a#_MDggmLOA?2WyC2YLugT;6gx`-}oamB-h9k z+jg&gx0V2heh(dxZcYve1+*rsP%$+14BT45CMN7O4gKg$uOog#il;j6G*OL%EYOKS z%#;zA8O#vTi(npT?A32bAU0sW2_Mc)J&ik&h9%BifY78 z{F~d|6ec*#{)@`ImKS)oWz?_MR|pH939z%A4Zo-pkgA=a!yHJ-B6At&$~YAxX?TKO zsIoIgRgYwukST}u&>U?w;|!-hjYkjNbK$k?PcLQw*Icj=_n^5m)g?&XXz?&LazIkS zHSUgW4Z&tbdrJM2R8b$ZZ?~qY1=B0_*YUDt)Zt5*w-AxjZaNmSBg{H_VU!WtmCw`U zmEmUujfU!+SKT!MI=$j8^O}pTmc%PW>J*!mM%Q+gK%oW7X{&9+p<(i8r3OOXBxuz- zj@c=HuFi4Sfx1>9Au)iFoi{Nd;(E(y`NH^C=WJo?ejR9OrUe~K&y2xdEfD!v1=dED zgJTgQ_dOzu7FnZ_`&7QRMdA+*1uze|we15&tY3)3-3N)EpHr?|tDJN*Yve>2489vB z3GyHW8Y<#!Xcs_yd--;E*xr&rgk{gWi>ll`w=$o88Nnz5r=ghg)wnU z<$GkxR+)ZU8QO<%`@Iw8X8{${l)Axvr?YXAL%$?J|Co{IVA!(-0$8~`eWM`s9j?-(;L0JArlKN$NV z%k2BZYcs6R9i9#$z<-ZBUArAn)iAvD$}T$KsqCj8~ojYEKbSu!z}qNG*+XCI^Y?{TuML z1n-Y%X<{h=USr4v<`B}4JRO=KOZ2%)%gwAMHFj((HHhZuV>T9{PRbfR;h zWl!VNG6ll!aGW0>$E;AXfjU?t$}EYJ<^~fmt~CxD`ge7CS4b1Bf3aoQK`p1+CbS?T z=3CQ(+3RbPG+*PJ+~qc{VIwgj8QrJuNU9JZSLuk6QahegRiGqKqDOvL-NL>;}lP zgGkS%v*N69?=CNJSW}g+W7h$+5xDHPoN3bq5T9zONDN!5&WTy4vdyC8NiY@?q&Efi z^1oGsAZ7Jw%j_n31n(eGGz)~jPwf|cp&;pjiixraSL&xPT~(ZAy+iS?u#3qD_skx& znefE3a{1a%+J+q5qbzhU-m5yQq>#HhC?9WK(c5s`as}6C7e~sGZj6g;Cpv@znX34z zx`dq9H#SSOXtR9OjY@V=p-fB(vfXHdl|c@-8i#PF-=uG%YHqwliCFpGn%>`Xyns|y zCN?nrWTU&b8?@Rsmjp@pxrefB6%r{PEnX;Gdaq=ZS8Bk5V5}95k6yFA;L2I)_n;!a zMfdGy=wXXsc?Wqaf7ut3HzM(-z7_UlN>x&Q8o*Bbc^2G=zVS63%(X1#S_lz`eqTmA zUr`BMs^&AKAcjz0VZ$Y|3K{*V^qAJKKE{;slkiDH#7~R?>nx)6MMljb`A;e9Icg_I z+sw`>j8JdVu+j#deQq+;H*HO9a0AS5$_h!t?5z8BtdVn{RMzi`TbhrVHkXO&z=f(l*6Uw>EwiouR*?X00Czh9pM>Uo8YaA2Ho6x#lgQ>rQ8}oLq#5s# zEB_Obe&#orWc`Q0i*af@S?k)_V6;|{#rq@KI9&ae-*q!e$MtXP1S4p=KB~QYa^6p> zfjUnk2t#jQJt);hR+=+YF-Z$$FN6%Z0kp~`Lcf1abPnr0M)`I46ZM|4IRd&Rv{hZB zAU&LD)8n<99MQ=WF5P@)ru*ztgLd;n+ zc#Z?^nSv%)wG87KFW{{`Wlwy8zW-c!?{rM*6)zuO|Olx_&F>z(+ww>+ChED7MsnailQM|>j&E4cQ;-r_?tUUI0J(v>h@l9wbIuC zbnFS1CyxSOiP;RMQGquQiriqFr^agNNn{o`eJU6IY!t>wTQg*{d-@#ydR~;s-%||= z_iAqib}#1He7~8z9U^9ZUVTM5y}^%uv3L#|)q$^93e5E|A7}#ij=rs8_Z*B=@QUxueYFiGT(f9@TYDM+!KataA^#2_V!S5>Uo~;1(XUS* zbRd;um5RB*sHbW@*Jj^iw=*#^WG>EOytR3Xz2ze$JEIy`S6MQ7b{xAd)r{el`lCbk ziO6T9nn#A*Ej>${aSRi;DxGYO)}ckkq>lW?{?*RJ1$cBNGR8j}+!q|n`2N##Z8a>+ zf>k^QA!?jo!Ck#=bq4JB@%&&N^l=B#Mi>V+h(-O-&6|KE*iG|Xgq|yG;YVIGHqK3H zVwwE$@$}UTL>&}^CRadehj{Ep(T;n|y8_8O%DRu%w6K0S+Fj1XBq&w7K5kHM_jVd} zU_@X#QQG0b8XBs%k#8ehg)CqD@Z!e6x6WV8WpRG#yFJnxXd6A?WZ}TeS!j)yPopj) zN_E{V*B0NM*y@}`pdwjdFY{2OZ5J8&{$dIHochQ=*HjxJCy!{%1IuC)fb{mdAe5Fu zw1XA2KmyAOJKM9F#@T#u+E9z!I^6iu?cN7vL;ARGzN|41G5tKdt4VZ3w8VOH9glJN zdgV+U%2J?xu{>HP&GR*dS}r0gD9fZ95c7wgHUCG9T2_L@Z9}YWj35^x>Y}aH@4)?r z$X{NoE(&LEN=I2|Vgna4K4I3T!C#J4lj>4ZP<#DO#ik~U$f*y1^cp@yg6JiiynWT` zsIq;s=432n_D~E zy)QaJdPkLg=LzRvp4mvTdnLJ~p|El#CT__H?Be*<*L^9lxJ?2V)h-Ct%_B$i*!opi zRcAk-8g1lg0?P{xv48Hn5X5ijj+=z?xwrZ^>Y_7|xu<+gZKBQ#1{_z0hY<$U%pO`+ z$(Dv=6bGJlhN($Oz7d531Zrr~rOepH?WC$6y{13tKgIWcbN1oqUWNC8vZO~kn?j!5 z-XoeE02+?g1jc3@nMW)6JEu(ziEI!{?$FGWf3Q}nkjY>}tIjO-B%^zO`_-$w)GIyq zI=^BhT$N_6FcQCen|eE<*l;{CMCYe`%L~=Fi*fz=%MOXBiO*VhdR;KVkPNR;YY4Lb zxpHT$Z6joPV2`uUMg0AJ|0m*#p|qKaDbCF3Sx7~cU?oW98;fvE)g25%ixKi21R11Y zr>Ou{cK8g14O-kVb<9qk&RMW$h=ZG+m(^*>4)y?79GYAj{^|9ZowZ4!58>$b{?r1q zn0W6C{u?ORfr;Xi^{Xvt?fjyNE;{s5H#c43dU{Zi4T8cZH2^h0nGhP}N{FLpQ{yk5Iy-VpfV8bDkJ_q|&pnMO9VpBg;|Ho_hY&00Wu_q&WH~C+^vGkm zv9>g!b}(sTMJCJ`P*|Tc1ZmvqE7o@cO%ya01ZxV`vg9ROR)*V=gr|Ku=$M5la5nYd z`ZtPFtOQ4=bFrRn98qwwqzUOu)Cym9I6_w#9+U#qIWn)Hqt1N{X{dJvWZe}XY|x@s zjMa_J5o$b83Qw0;=vS~SF4iOR8quQo{;wI=ZndTLd+CNxLu(W$iR70w6qEN}4;$8* z=<4}VPZ|xRoI}=WK-Y^Z%MrZx#W~{qjZz(?fyN|nYr^d4^m5`5T{0xw1UOvd-u8t$ z1pk?rzSWQxk#mR3NvZHekikE~yK_T;n%X5~3Yo~!cGFVSp72?UDPdb`J98-*0N%lf zwTHK<4ezn`=PU5O;nNI>T$Ph7JZR--E%#@g{ip9F8!wGEX${8VKPrqPq{7Hlm}!40`L?Fl#jNCKjR8`ZVlx!^p zAlr<5IE9iORoH2*YoL9=23uMD%rQ zi|P8FiiCbit&&SHx7i1-JGm3usGehG+8c{snx-42LM7zop4=h@*3U!Ro$|A=ijSn) zjhfhfr9{h!VYlM``ptCLimJVaR6PMbnpTF$L$O6BB~etyIAiMF>+drami9qzjlIF3Mxu0F-ZMZ%@=AX!L3r~^E+0`-~} z+M)S5lB20&q?Y{ll001#?}@d2?ThbpfW*R6`p@uzUU}7I_e@#II8?qrzm+9yHHeT# zEd}^cwM|vR8F_z`koU@Oh20j-H2~L5XZ6pTBYa|AJM$)MPWDTLV%-@DhIs-1x#}t{ z6-UbFa{hmP?}q}1BZ~Yb`NqHq>a1yum0@pBu9pnfmyCW>MQU*-me2cv9*NDBXZG2& zd6K+6_1tYYZx-&wVvBdpyY8LDvL&Fo9s*fuI(If29UJ;5ixDyP5URnZYT)fqPQRDH z#5mbZ4ww#o?;;<;lWy_mpAJgk@e)0Qg0&FjZu$eIVYlX2?YHLhph8#I6v9{)gTf<# z8wzJMqGEgk9vQ+3A#nC{EPa>SNny#d?To zNl5mVHi7aAOiS=*>jNdkg85&fc8kNX4(^xGBk^XVkAB=WYzXb0&WbGdvG4G)Ki1H7 zm|=h3GI!1d2KBXAio*N1+7j2o9~~5G`9atk~w3w@KC6ssP?It%>}=Tc%s6-yDz7=Ies)#QEsaFX|Qha1;z*` zBIkB_1g-$RI9NOGox57nWz5OhT<=+ie%&nA%1Nt57xQ=XgB&3XxK6lmGP-s4q6himO}d_JS~z78EsUo1XfFdwlV z8Y!up%Gpml!}s$MCcoXv1!6JqlWr*R?aSwauD-aDds9j|sf$dWJ3J?E4GC1@=P^lD4Na*pN&s(lfD+lwzh5 z%yBl{87H}yJR+oSqV`~qg)y8}m~yuMw0n@_Vjd@4qb)v3w?*`EH2yH=lL538@|T$! zmB70?WnV|uGIRJ=x1jLpOFAR>ch;okWjy?Vp_jFxa)|p%XopAXU9JY`Fr$RcPbv*Y zmG1#xS>d%-%jwLFf&-a;0LF8+At#yA>iGxE4pePKUDK+oWykGoq|{te63HK);pa|y zOVBnGp*0ZL+&tNm*u>^md?p6^sT{p#G^tkSc98`E3{LI|!pVYWH`17bIno;C&ljETS{wv}PHboXHAw8HQKGM{sgVWOz9&4W2~BmDB$E=2=NN z^Ugo|h=XceLMV(ps_|%zhHk(L-AmH%61&dPxGET>b(-uIX^Cpqh%^$@)bG;q3w~W7 zuCEj`CuNJ(?OAV?Z*(A-ICX2}I>#sB)@>ejm!{qa+<*O{zGW&cZS zO%&WsSzM2a2}ZexCM!Rzfay;Q8~vEzUl_Gja&2B6&V2RM>{BIc>D)S5v3X4VLg6{b zEtgfIRUR}Mj``AD$I~;R#$;A0&^e9sODzc7iUQn}Sm$E&7 zvxP2O&S2I7VL;(dUU#k=qT~RCQ(71T=LEvFkt{!*T%p|{QZ}RFnR8ewrZ~15ox?~< z-y+8m|L9}g`-AFeRe6StnyovI^JHaJ(msswY}m~3f`H5>$W+J# z9F5mo)=xc(@+sUl+*19+t5xkNtzLEd6ny@?sY+NE2}qYT?wj|d-8AE8`?dRxGoZVO zXfbub3CtAC=BCTIf67t1{YKiWF|ans7?=9XaQ7;L6fESIIJ2)PiVny@XEtqyn713g zAyU*VA@eR&~f#lt~Oe z_4jW(*BY_Y1C{yK2xvo;lYh;b zM;mfy46$*L51gu`ZnCrA7umFSE~F$_xW9(-IAn3J{WaCv5t<7F`R%0On@(<~Jmk?6 z!g!3KaXSbvh^3Ik*Mr7j@7SFwD2#xfV)FWq)#3%VD+_bkgXg(nag%THI`GAcweJ8x zF}M%Yb8f)x3$hy0}TlV>5@5%!EILWVSFR!L&)v)wO!5~Li?M=bN}s%7n} z$up~n=NV>d?dfxZ4Y>+L7 z4*1pGVv$E+=eD21IK#PM%z-6e+ld4;>vA7ng@hBv9MGE`gLX}}c@?ZoFVFM+vj@w+ z!IURcbMB9e)tz*HzT8VP#0zaKG1k1Yv0q%>@~i1bVUj-p{yw`9>F~whx+9Ys+?izR zD5C1NsZhO)t|I{3eg8IYQxuQ(&~GpWK0b#)r4gR$=f-^{3O-6?B>#(K1(+jJ#Ebyt`+neUwp8@E%# zSf(RPpwQvBb;u4*Ji6cRs4e~b+y$~Ia-)1N#d895U~pSXsTG4z;C}zYgU4L-CEM8( zYtl_AZcm2ybETyZC!uD03@OfCBO_b*Y&)1XUO?q~Og6|kMNyWe>seCkGZT`f;}M>= zJg2ET87c4uxns}psvdtCe8D3mw3ogq0i_fSp)}w2cn(!NzmhdX7LUMXSXa_948|K^Jxg{{mQO>7528m&g%1ml{ z6y~?QiRX=1dIF{f?~2Ox;@_D2P4L;=eQ7?W{`7_`RcPHuD7*IRqaq7jP_;WJz>Xxa z4tp|dLvkGENX_cDKjp)OM%3Wotj;UffDwM620aiZ5p}UV)(A7XnARQ}ZD5Y|Db4Z4 z+Kqw1bR@Ms272A1cN!0lP*g=xO4y*nd|_Ti7Vcdvx=;w_Fw}9NY;=4|TDTBAa5XSD zev%}uP;toe@U;W-V0BT&=|cQo)I%h5w_e45$CI8xE*V%TV9E9j%;qOS%{91+Uhh5j zz~fd8?em-1ENd3eexrzrF5|V)Vl5tp|J2Z_%4)`=;dNd6TM!=IPBcBs-;VyV^5)px zcEu06**M8V&NVSAFynlFz7LNa{EQYS#DACIT!Z0Gm&~yEfcvPc2QDcR!hXFZzEhKQ zODP%cd+YZm+182e^{ne^b~V-7dlS%;>io7zC=eUgD-S+9tE%V7oI_&TYw4?#&al(x zsj7;u48(gZbQZPbUG(*X_z%-N3w( zZo{(z+_PHajaY+%L!zDeLa=dhx?xK|?N<;SFsal;woMk%V8FeJV5G_$$>@o;Lvb7& zLD6f|*59iazZ%9&T70WBDRqBe@en{CW|wf2wp5TlCF@x3w2pK$h*lGlTeC2zFmUGa zJ63L2pz8(E9^>5eHK?Y;WPnmipRIe9zM7hS^dXZw;2Y&TEs%C-WV7V!CKY^`#j#Uu zvWX=-1cHiuq^0+y6q2AaHyiKOj^dk)+JEVsohEZlTW#&n1(U{cZz% zzYVNJ*dxwos0zBnkfkLEDrIZ3%0b&lmK7T{*K@Za5of{yWJfzO(i!iRWaN~u4Q^<4+3fjx=dotsw_(9F>rmB&Rl2qVyEszTa|Wh~HifdL1(w6~*hp#(U{wNQ+qxrIGjb=l7d1Y4aPsK# zcPoT}4iS*Wz2my7*jXGqn+m74vPkD`lo}Bb?WAOWh~>Za2nc$$3qE)88Gasmhra5wx-( zKqDOOue>YTUOH1o6{4Vm0-oZkg1F^AM-hv0foW>&EDwO0vJPZU@4HIK8QjPNT)0&K|0nX6U?HnX#5;y0f`4c>P_pTS!op*qXD&IH}1EuwG_jZ*0=WDO%2Wxe*@ z03%TUND;>B_UPPz^hP^O^~yim1)>KxhE;_)(Gb-+v@&E5oARqDAq%@a!kFA@IXSE9 zQNKHX#gT5Rl7e&?Gy!bwg{Wp9^xg8Wv(Q#4rPx)o`T{w1VR8r|fODiH-aNl8e@ zA@cPc{4#}7s1dFJY*9L=t9QB0ax?SoXVqv+gb=xBMSW~;m z3^4F`WR=~Nz)bXZY~b2q>1c>9-Y_OJh>!@{S{A!ItvbotX+}gn>`EsumNEfuFc;S= zOc3I%WV|pHQpJ32JLO|eT^pC$d~GMDgF`TIB59RKIZQ%-o!Sney6pUnRJ|Bp5TbVv zMOii!-XIGz-8HmMC;iNs32})acAv5sKE;;B^ip{B^-2#$1U920Qb?9kNSczLs@f0< z!bkGaj<5b5Qb}OeNQw>hl4p=4R)PB4bCS59zt_&Al>2HfE{L^cCU`)>Dkb4dJQ`{q zrZ?W3C?Edq_g!IR+gbbys@N@&`_5-Atvz+(Y&(i$%5;TH*i zbUhPus9P%Sj+tL$OpoC{kHRbfs|7N1<+>aYryy_R;xJ9nCR z$b=0>W=vDaUWq?*7lyn_NeZJmfls|c9*&g`K_Yqr9E9z{?VF_#O!&j7OFu8NGDREu zUL0VEx`@)pBUh*M6ybHPZ(OKig^i+1ZoNts3KHf}7pCTcfu6)$HQ`yRdA2aBaX|$} z?aYlqxdN*b@L6~ZB+lhlu%cUIs7|s9I7AkvvWHcn@^(|Cy$i(1ttQiy;z#E&#LhI# zAIR20Tu_2va~2Ef*BoL=VN3v*SUMs-%@KA%S=c*6m_?BGUS>rRGO1o~_k zPLvHw#oy3_VC$dcUPRetzGmw{5ijbsTZX@imp$9_?m4}{D7Uc&yWz(m#;dH!Takh& zzd#TabRT8ryHx9O^W1FuSge1SYM)3=O+xd2Vq(Irbq$uuKQBuI$)A?a^3qioh_ZN8 z@9M)qfBv;PPG(md(*0u#N&o2Qin6ydezBH9&C0iCa>jLEutX;?GOR>|w-$a;0h@Kt z3KdOvfliPr6#3Rs_p)D?WKx!NhcHU)!Q8 z)$z^bCR2-7>v=3V;Jqa++Qpxn&{Etp#X#jl@UEP3%+^O9); z5f%!v>l;3YxOxQ@x<*jO8uBw+P}Un(0<75laqb ziq}ZRjAb;X2&=pGP{T$WE_|jYrLoyh5oEEN6Z50dQ zmsnD?5M6_u#6QIIU=L;;CdOwW5oxs>Xvqvll=WL*uAGN2xvTArB3WRUUpy=t;xsS6 z9bJs+sh^yymM)1Sl`c_yOkDcp-kVX2ow(ETLe3g$($7yqJAt`*^LxdgNrOCzT8TC!F@Npidx~?M`Rag-QB~)92$6bO&VXgFfU-{RG<0$xUT6TkdExh< zypJh?#Twon5iVSb!NHR3^IjZ-mgBt@L#hvc{mKmz9OrI{b zP2@bLP${T}86NdnI`x`JB`AihC`C~eG8&g#$7J(3sX;>`+M>kmL$xtGrCFUT1X~ea zVkz9G&E!r32QaNf)4IrA^s&_6Fwm5pt1$a5mC3%HB+d;tZzqksM>Rqy2yev_kNH#> zg>s2|?-s+Qic`}#ua%?WK_Ur!8TNF1Y6#uP(5-UGRYXl3Kbd#wpr<&37PsD0ywyaTY6>9xuI+dEc_1LFr6!hav4@_MZlMYTI;p^Y>y|AY{gUyOV!htUDGWo zfB3eXHtxsIu8p0{ta1ZJQ3sdg6!=XItO6rddUhvtwEVQn!EMN)8&fUtg9Ml=3%}R- z_04?BvDN7e)(Z4YR5|VMxCaxLeMe%WD=zt)%O1Gg(C95r{rKaN3QV#CWwb^Kj!*zi>=3Xz%z#l9pO5Plh{&CH;aiA-G;JxSKgh88c`OAM3Dx{)1s zAdKicPdn|3u`>qeJm|$S-wX$D%Yv#W9f%Dl1yRSNNuH0g++Us~A z`o7FQCsi?G(rGVp$}-LQ4(R)%RxwIL8}hxSlX&LUAcYajHh`Pl%P2nLQa+G9<)Oc( zF@8!$w`l=QSKfWmE-;L7(dfk)&uH{V1p%@1=5Oye|NXXMtsQ)K5t(U0u`l@0XmQs7 zJ28bd0cd1X-(@8Z65dD03lsARYocmSA z0EOM~0J`V%H#a|D5AOzj?YvgtubJ5|$Nn3Ih7xI+SmZ}%%z{5BKPd?21;8O^HIT6D zd0mL1mf(XQg;A5X`xhGi$(1!0JUInn9^BkUiu{F6 zdj88^yEEzwNa^#{jr8#Et7i#?)NQo{mna?ZfsK}oMN6N$sxb%;W^X{F$bsM1Pbt_; zcn2aMh4|13C#To|7{T^7v2Sl(r$_(Izr zXI&F&*ko7+^lO!Sl$NOVY-6!UH2dHb;K&DQ*g?8Cm(oPfXcArUfHu5i zaqv(NySVoHWp1G+Odk*lIEufdyIQ?GhgvhbE*s9|&>(V6@gx7)GJwNw15W1MOP>t5 zZ#i)K!X4b>Yf7f2U{7Hm>a1WLIr0qrbicCUHAnq1+hx-fq-^Bmn|2Z zcmP_#3bMXd5SO@1_&Gw>ClEjajeGkn-wej3E$uTuRDG?#Jj-|LT{V5*x@3;)w`!Zp zrNr?dWCdO_E8g$dn7Ux66%CdcTz%;Vz0qD!J4$Nn<25xL%L)G@sAT*qeIhkNaSZ8D zs{BmHN_|eDZ&F|%s(ne?`DB3HMG+~#125@oKf}2kU&`#$Yo9)&7a9V8!AUlwp+6%9Bf=w8aJ7S zG;_18*q_^LGURC{aGiQji0e>`b>1lvi5x1PRS%m1zo3r+>Ln0^%Bao=Z0_1yR}L`Q z7CfxSsA{(bCA+Z3V%8}5)Ar59@LwgL0N~S@>PG&x@A;Y+7GY6+BP2`B8Z9CT5D#zY z9US_L;!}@NQni-H&zQmWjV`O$}#)DKD70sfyfj$mfEDu%TL=+1quwBKTC zFv>=&+|yMsAG+4>KwNS^azQ^g=&fHb{b)eSQB7#)SVjgc ztqqgiPF{x?C6&BFB{|E1iL#(L3rt8aGD-&|Lmzn_YfRyI_F?30@SoHk_eynSef&6h zu{se|W(@Mn$j&}BG#bg2xb+?_WU5f(IvS?^LcLWYFE&d+_@LFl>_{&IKWW-rdC|e} zC(f%b2<;S#&z(l!)Ro`C9O0f4P;AfO%KsM6lSzIa@yk#liUbRNLSdO*NqwYqcHUaM zj5TZBuKau5JNIsm+bJxcPzu1i!H>Nss!5Yeg}2zWq$G;bYcr{xi3x6OOB)t2@8O_u zj2OIzb2^vJ)ZefEv_s&O8*}#uWi+~?)4RX+Koc9{kGp)FoIGk(aV<~SbkKErg+7&Z zOogB)$2k4qC%RL3K+drX&ohBQE6^gnV1^AZVsegf@kyDi(4AA|{Qfu7c1sct_cA+G z)Xe$OL3NT&36j*1`^3wSw$8R#P$q1nAg!S*^(%jFPaECq29c9)`I7t^yjeoULnicl)R+|TQgqQn1L1|O z1+CAuqP6B4yG^e+-{xb4qbc^UjYlzp6O4X8XPs~vi4L1uW2JN4N$d(}!f!6yLEv*P zRBs3}lA$=UqI$fU)@mLq-5)KQ1ey8R^trpvEn zPCFF#YmLnpiJH3luTYg2(i>m|Y1v|pC4Bv1cW95$PHs}x*x*cE;MnWM$qX$`!9)(* zvWRL@Dj{v+u)OEgX)ArbVQ-Y-1we#kQSOpM^+s)z5uWgQ1%OrGIsjPg44x?^2ZceC zz^?p4;p5(rwN+ZRmw|uMw>1?o7hTHQ@azQDZ9K0}@t#+hirm-ywsdDzo$Ab}EItaq z#Z+U3OM5PRpM19W|Fvb8k8n7S1IOhUZo2!Xb7BtDH51cJ9;V}TPuJuaPTz3aIh^j! zF_Ry?iMfw=ELl z>=!4V+BKJ0=|dvqe@>b$ysc#JB*~^FpJ%i!@Y$;^X2{q01b>dK8W(uppov-vhG(5X zm=c{tsyI9*@3bubILI`8mj252w-8&UA(h{ldTD0&)PG;`QdJ7yV-dq=EnTvd8B|Q^ z`UJ1f`b3W}p7^8WEko0UDdB@K6FwY=;GGyWvd5%pN;ggVw`!VSC#Vv0ppJ;h|E=3G zmqWRB7LRTN)@KhzccUhr^FV|GHYaaGqI@7EL$4{dQYnyhpnl6@xyKS zF>VsIDAcPy0QjE!z>jn?h!0A~hm}g$rfo*7`{}CiZU4URr%io4(9=KA@XJNqstXX;F;k2%WBJUy#CNmuB(0S_ct}4qGh$Yn{>6JAVnZ-RUt5r-VzkOV* zFcLAl;_U^BW5sRN)L_dI`r39AGrS5X$Im`toh08Y*c@} zj!4>sbxJJ1*Z)?IHG&Dd10hokcIqs$Q#ToJB%B<2{=XU5XI(WH*4>Y`Is=f;eu;fd zOgYUiiOHC}kx!P1@zaHgMT9+3BH@9Xc`i#V=I&lb}Espscl*$lUn99B;MS{J<+#Omjmm2WjQi z=!iZqxyC>8ybR&<_>R0bzNa-W-k{asiI;HfQEx<7FcGJw*!W1%4}#e{;||ZIwMWy5 zQ;$2Ip?LmREX1XB8>j<5rwI>Nz!zf%79qDMAp{!F zRcdyV`LMrKC!5R>hsSl~;nAsKbKN|;1NZzKlXDIe)0~lGTOe=24r2%gngR?OjNHSP zFbuFA(Ei%CZQHhO+qP}nwr$(CZQJhrSs7%IJ4ii4)mf(|dr}F{V+7FI%QzJ&C379! z@K&Co)JbWojUPGHBh0lVov63R^$?Jwt+-C2KZ5i8@$c}BnFJG%41W@n{d8mpZsDxU zE$`duoTtOwk2EQ#?qr}{uMNz%D%nV<17^&-cafmEWma8vjf8O8|^X6z@v zfrUx2s?etL=GR4?aBW-R)};C(HB6J+oT>O#DJbLP*$pS7dH0p+sE=7V9}Ne;&uL)P zu+qa`=XwNDmxmmV@1qT6Pk zeW*sj`QywRuV_ib#A3?Al0mZ1m)420-KHx_dTT#Ft~T$^Rww7r#?*2~qj2b5R#<31 zXNUqi!|5AjoRBYot)9q{+78LhCa@Dp)!oT@miafL&%Akxx{ouy+ocEW1+6lp>&ZC) z4U3&^J3#LHYi1Zu!G8Z|Dh&f`ALd$ViPiLQJk_;HiC;+5xZdursN4E&zd#=KDR#d* zFc~j0f4mVbgWG5EV<8<)HFrr5p*2-|Zi8P?ebsz9N`eKPbel)^V6>1HLv!dCmw+yu zuej{41^8j6`&B$O(a=oRt(d&zlDI3!RSBa!f#4Lz@hopcf7RI=NZxuW2Ln{gF?EOY z5m{9)DPB{B`VRC#mWomaBgyG#bj@iIwLQf9PI{vBaD3{EI1>@M;%Z-wz_;~i1~ITi zjztVm%i5AGEgwr3=E0w1F?HyTH!~Bb=}Ji>S1T%b=7X5Z`@E3y#~wH7B2Ts{L&s1* zS;xe!g0ZME0=cux%ZLqiimPaN`b5(`!SL>(=OKR!5#G$@Q$q*9?-zb(NFWo~_ z1oqOeUZ1Cu3dXlauFplfqn`X>W>?}co!lP=kgbzEKk7~b0Y8nL+ zvm~P_aFp01P<< z?*!U`L)b+3HvkIf&&7i86M5=3tL^fMh}ZJvUDarcn*Szg8(yCjLLWG_G|M=6a+fJA z%dZNxRvZ=j@}srefbk=9mC$x>`Av_#aPyu8*yZR~@|;s= zv;_ozYw)PhTJ2+KN?6Q(@2f3_kI#M^6Z}Ph!TDDJ4gL9_BPmDdzm!a31e~a;gK(3} zv{t6pSqUOFP*vq6Yd~K(kNU+t8l(2b@LFB!-PQ$kSngv0fSV(Wn=Bu70RJjJBq^&} z!u;kLKiBWo0AT*zVOCq^PcBi@|&lOWP&P&C`{|QF*km24?T02WiY}Re`D! z_&a~ye0?w%Cc)qCO;noMvG`SS#;!>fCA7z4wZA3o*^C+!<#F39HiX=E(lFC6yLEe& z5Ehn3%;iQn$Ikm($U4$jDPEdEMS4t06zb?Yx%0SIWAkK# zQa`(yJ0kZX+qOqgAE9ov3AfTfV%?18+_a)RXd>I4n;ca6sFV;(Cc+>N~j@|!V<<@ zRb8UgIkUrg+wa21AkgilP<>5Fm2xv*9Z?we9x?mhoFvz)KUxA-X7kIQ7+CPRtJ`t+ zE*=(Q!5RX+j)c@}GK%8(D|VzTjMS%Y#=raIO|!^aLSieiWZOH3d!xQcoZV@4Ukn8`wKggPWNk&UhAckLzBQ z?0ik8+G)otjSJ$J>r`yCf;6VR%h4Ucw7gA3B`6=GRc5<9&$E*?eUc`ENfaMKk|}^obLOj)lLp5x0#hylB}W`5c|kZ( zpLCb4DkWg$6ux^tjal#XzwEh@(#4WHIZ4L#xO;cd%K}S6Fcb^ISFuiwUv{tJXV|1w zv_Z*!B=Zwc&NJedbdjFcW>1$ZtfmJIy|hSVqF%S=0`25CJXxR@8Ay9#Ne^PR|H@MH zO&vqGJMoS=_v6XI4kK~%?+bSAC!ykc@XxV18JH!*`uHvCGk@yyT5E9YbZ-k57v0oi zAyrQkCklQ16Y`x-o}sBz-GGEL)9AibiqK&aq6+|15;Pubw|TTiAcIrDrqR)$xuLC0cr&Cm1vAlyJtMXX$ zY1$&I9F|8tEk?q8+)&wV2m4BSkf(3pYT*^1^DO+1vA&bP3-g+Pvdooqp6B&rI@YZm zp%I4Trepbq`t%-cKMv{o=pnKnLFo6;cyoG9GU=`h2&ob}^j`oZ_>Ta^K;&)1Xhl?> z;jLx}Nh5gUQ|QMv+==~V8kWN9=429Ch(}IL@mOoL=T4cX@smpzzPcUWS`qx4KU>EN z>-SZbd2s#$HlB$ilD7%;;y5_-#?xZXWF_taU+YTxoAo8j0BdI`)as|*XMQ1b1s|@o zX&Ljr=r)qv%7)WzKx~zQX!QML-W72ygWV$W@(h=}3dVwv1x#ID^GVK_0!iphwTl#o z8560EA3jroHN>7-mImJ-({mTeXk%o;>u~=u_a5Uwxc^Oy32LEBum8wM<|kj*WJ1*r z6*dU<|973GGc8wNyVy=5)K!H5r{5Q*3DzWNq3t}D{>)SJFKdZQb@wAgwrDhtlveF3JQ!V9? zShh4jD@m4^Wqo9k!T8-)R`?d9P*tF6-D;+k8p~Ci;&a^C2+OwgR99|U!R|A_QiPi_ zsbxr#!@fnUeZ9dO4(2bUDNiZch>&ygCb3JRPji9?RTP&LsMHwf&McDFTb%|)6NDiQ zl_v3LUXoJJyhEFkci-L$mz!Sfe@4Hp%ATY+?dr2UfEP-vZtCxgdH$*A>5f7K8Nn8B z1I~soy*QFgb2i9UmmIp>hi-!h9F{1i9qnVCKI2DI!^B-ED5r3gp_t~JPSS`f`Ss7; z!|9?qK7KZ$_Syx%7rJp7Fk-(&U z;Qd1aA|hZSvbBMMm)qEy8c+M!BIZ;KxTK;*N)KbJBCqPGJW z2fTh#(zf!O0;K%v@ehDn%h~0_`6>a`$V^uUEZfl%vbNIVGa)H`@iC}hT>J@t9??t# z#ILe7*E;}erT=@bi2+!IZiEKlz$#-a!0?|O#ncC2UTI?nT}KB}_P+#BF<~Gv@efYy zt_);k8Pd`>0n^gLn*Xy$P*7D!$p;FDoTv!@=Wpo@0HI=%!sn;rziRg_a}MB0Y4^$J zu?zjzJ{4I3USUoi&cO6r@vk4+9yqYy)Nk<@jV+SR)W5Hyrvo#{y82fVAfK_Nt?k6X z*xAw1klq1ci)r0o8r_=a@373!5)_nu!=DO>s!j=Wp$FRjIHCRFQSKK@K;WH$}a<`pMT%4m|+F%?}Vx-A0McGk*%o} zO!G<$s~2PQYKzPNpQqo%u5W;7@*g2Ma5%d^zn|myZyn_G9rK@*&iZK$qm2|BoKM*w zFN2R2Sp5~B=Tn{u)~0&UO#kb?p9nBu^bB=?-+Itrc1FgF9-{^U2ZaNJ35sV%+dxxk zT8qb3EK5*N(~sV&-yuZAWOoc98Jd4c2uS}kYq8;~C?Tt=s$KPfxZft3!iWL(VSbp;PpL$kF9AoOD=xr)ulQj3VOxACe-ZKN9REa3 z|68e`UssLz-$+^$8*8Bb-?aCbiNDHUGvM;y&hlluw&n5B%|#G>U}jOng3!?ldy&yn+;Tb>enheWMb~`@XiWYJ4|cXAf>U-HWIMvX<+n`B)%LCt{)2Dm!H#DU)eBJ38 zd*U0vHNH~@Re!B7)B&S@Yonvze2Vja$wAmqS%Ln4=j&KFUSwH*?A!TYnxi>Y^o~vz>92yya(I{bKe(jjQR|QXNiC$e%e^Gzd-T?6D(9FV` znQaWmFKlv_(9{peQ(3ejBxk1V6l0&&v^YRb$(%c}aYUItGLXpQZx*kzMdNJ=3C9Z$ z()SIt%4Bb2&E7h85q0UEtcu9r6?YU@5r4AM=G0O#0xN7Xt_xkwNy(q`oK$K>;Wn%_ zETt*n`JArAgFCw~@B@q=UqdE@6|NRnmax@I1K3VWV(}!MPlTBN+wXJ+EB?6)i&HrG z>=Be=-g|KbY8Wj(u=eVlXSPUkR9TMe+)2!$n-mQ{6=Y@Jh+owBfUE>&O7T5FLoY@| zwF)sgH4qGR5}Ki=Ni2IYMy2W#V2W)|L8KaElc%O)B}cg2p+f3eLVj2bVYhxp;%8rB zC2J_8x_DsaYt&!KJ%z$F`pXwmDOparpNXPzDOO{sq9U5#?&*pSk~wzk#nV+yfrlN) z=Q*QpQf(Dy|0&C#0J*z7Ag-hhIpgS%?i=HTcsNBg^x<~X1H6|Ft?@0A(_sii0pkuC zP{5-61jWtT=K7)j848h(>4FN4Fh@Mc6EDeYK??8U4_jSVtC9j{Y1EaDJ^{a?WFCFj ziiNsVPZQMIr77F6dX|loGSA;&_;|)71~<5NEAk>$UL*tpQ+%WP;SULRx=r~J8{}Dw zX3b9b$lep{lhIxIo|G^X)3M1O_nvLt49kde3Vr`tfn9dEwy(*3tfE>z(FKB}VKl*! z*!RG{Dsw|tA1ca$?D1Ky2YzI+i$kBp#VvWa^#gR%^mwCcleedfol+fYG`G=O!&;9g6a&m%OrEuT`3s_ z+#SKHKskVZCye0{D5zSM@*6QfB)2TwH))J}2dYZ76+9PG;(+;q6{SZgyJ6~PBo=Ta zsHrM#x&&-t-HSDBoZm+bGsTPv*3bW2MM1XIQ=rLq2{%O|!TqP%dgIpcC7&V+IDB&D zu2sI08u9Peb3zISX2=ORPJN6wpCNWIaOJC+yK3+_OBDG~mdouQ3Ifds%UT7tuFmS< zNCrIOB*)7J=Lx;F+mPboHaTi}Mpa5dxOOp>8*?Ji5oWY!Mw%e4NJ-;3@KfzNMWijj zbn3@BPpX$*6LUx4ti+E$>y+s*JD6ElWLxTV9+p}s5xzih!?5^Z2g@Tdr$O{HN8E+E^9~h=7mncW4`R=u z13EDBrngQF4}#&op^W=JYfXm}1C)(_NL8-^{)?lKf+44NTj}j-FzFPT3OXM99ZHDt zlibJ0G2Octd}p^;fLY{K;@|AUDdY^d1mP&KlgUACPRs4oO2dL7PlAE1vEuMU(_~EN z9vs&k&t&;0^%dkq3U}>gvTxTak(8Dc>nicwtz+_KICJ?hvzKYBT{jR3c@nMOg-8<* zCOoeT5(6c@8QNXQAMN8V`#{;=t96bAP0&%=wNvf&WJK8EEw{U>8uDvoC303pDPE0W zR-^8x%~{V4v+)`$^$akcp8LB{NV7(k5O`lSUUTG+xeB?4d--7vvPu__%QeTBM&w=6 zdSVe*+XF2%pFBeazl~Ctp54cmk5wx}wEwv@iql*aRb?`7Qw+jxhgJme;E?ibiz&tv z^}%UbQ_`HtU@`&;pHXbR$3}JP#7sfFQ1(p_y|S!Q999#_4Z!{3hGe)x1o*+`#FvV( z(%Xo1!bczyDLO)uwS4Jp7fZWiymN30PL7Dfde?7!sMvzWanZC7_vv9Ojf^aIsk~XS z=b&b$)mg83I9sV#deTEWLWa0{@t{B_x9)ruZrLB;EjzaejBh+0|^9zy;mYPNj0yXq7AK6QHp?B6x9{9pzZ z$6lbBQVkQV%K4{P>VZ#Hz1i1zPsN?^Vcls}%fFPQHHKsx*nKr?Ls9vQx%)bhH1{rz zOmXBdU6EyhA5lKY{inU90R+U>mt8;d=6xN>Ud;1xyCFrnF8j%o!N^b9j6%Fv`G;p6 zQjPZowZEfLYGWe7pr-~)-ScS_=@n(MFyj^9=zWGO>`WDDy5jZq@}ITzDMEtf6W05V zBB$=)?%aBE=Jmc=_~htLr-P&gEkC(l```SXg_}R#0ey!CpF`nY{IGjYx_(5tm6f6L zU#FC3^$ubl?Un4$k4pb@HsCtAT2^_4=w_O|>k7#%?yVQL6g&4%t#J{UM~o186)Zbo z3a{k~m>YA$=WwS2sttOoICi*ccrx8!y{tVO*)1%8`}RS4a;&OpIb4~-3j&l_xMyQf zd~)4gwBo{1p8SOCv(u(hJK9?M8!0p+wxH(B((ALxrcew$Hd3(x;+;*RI)n-)Rr)J) zfn>T{_~D*8^59O;5l^98ET7+u%d}Y)0Sr&Rj_g_J5W3(& z)=BRLO$k3kdaqu*#Gx#JPGp**Y5HE)e{Ji<^*7hgz8YsYINS_kY&I?v^S*j8FplHg zMYEwl!r(jn<5gYAwjd*-%&!}NWk!;a&8v2o9uRDub8bZ|w7uh1wwpQ6a77Jw;EWV{ zG)%@n49uzTqKovsg)qDlx0EU?udPuEK0clYstyXiUTlT;jh*=Y{3k78b4>2!Zfa?3 z`xz6$Zdq$+pBdU&bf~2G4m_K*{8*N4S#autHM~+*?nKJ;*@v|kzE_tM18u7$PYLdq z^~7!gcz0iKWMj!yRnpxo;bsY|C(AwX-e5WPyf$<)m3het8>9jAZ<}`+^psYXQfrnP zJe<;86$SH}-$XW=;NHdEo{~ssS3cMxI$ltV`(BE;$L|Q~_qD>I92&jGs;_m=tGf)E z2fT&jJ(B@?NHev}RH~ljvn(HgwIB)F)y0oGbbRo|kLZZcA3hCBbJeWPzWVbCO5X#H z8LSK!5kM1eVP)Kl_y3v#R9IwgD1v(LxD~=3J_QEjl7-o%jOb_^ZT=ct74G=H9bD1ymDO7IdG&kn$2xK>mnwzAK~I^bZe^JOgg z8rtw2M^dV682=gs*`di)>lZpE8TY>~ATqIQSID?oElhzW>63D^!W|xF%iZX4hg=YT zuNr*$z`>I|lEhmuL79T1xF`8l76EvxxECSR;?`A~)+W9%)>&m}sW64w1o)!<4tX29 z^rjdS^t*V)^z1(YCBsvX2aM#enl-b({xJxtS8LwPLGlm)_6-tbKIjfPD?d{EkrqqF zI?qJaEvn5!yd5^lMT07-o?O|U$KfHNtxe?0tpCZl$>U~F3=?4@s_w_nX*1%#}5z zK-@*4({2jgS8qlc!fMzvWq=_BON%hiQ5W78=jWY#X9PP%P)!9YS7Pt)B?nl<%CL)i zQZ2?YW)BpTX-Z-WQmh}ADaYaG(z3-6Msy{oR`L9 zEHaZhH_jP;7*b5PN)v3gOul9gXs#k2>r|5TBdjYZdklIOq5W>=!c3VRE-+DIOpyo8 z8!cj{YK|5;u$5Vb1TP1NX9O5|_6aCIUG3cGLu?<_Rj8}A?zX^+f7NgC4S%lOY+(D+ z$7{14K#M+OS~u7iAXq3MPy8e?=QU`}QjQd=v%5%Tq{|S|P%ZUGA(z~W`@0~hS4{BO zHB5GN(jmD;V5(bXqfv+&W?VOp&{4ZrnbVpQgJTYr+34hVu)9?0pcC+gD&!YnJyYTi zM%mbY+bvrcC*7|tz*vwJ8iNy6JUE$}`^nfn?hEK4HRzS$E$XzH|P03cALDKJ9w*bT`lfk?g0ZCRe!l%ff&_m8a| z&w&Q&H3;dq{0j0uC?H3{;SBIUheV(=9`!Mr(Io&l*rDg~Wxw?XjODWSSAU z=P5WzSfxrlnwx;GxZA5eEg9V`_nR_miQq!}l`KGO3r}A)G6nK=p8)zj_J0#U^d#R_ z!Tx(x_pDaxn0a#u4s>{hY*xp&qkmscr~OmXpQ4?ho#d-L1W@PCEsb5+8X5~@tMEDd~i+E(hk|WSSYqa z1i+@onk*BWUzotrAU`_+?s_i1wIXQ&eZNg8;HoCCVDMo3clR80da%9km}O7bOgT2N zqnSgc7pZ}wjWD=l>>)|}NY2&n7|awv7BAgF%Cca-Ue3r~DHK>^sQJc~=4UzZkzK}C zlwmhWZW{tOSGzcHIq;3s=cXN=(k|Zl13!=p^Sn=$@-^?3h4ge^LEkeRhb}Bup{FdU zVFb!6^Tc(S&*b*CI!ogXMeje)rz5xYX;tO)zeVx<}1!#m_Mxkie1f2eFvV>{_W$pFwo_$GrEl$V?!uiJXcCR zQ|&V)`04F!H2hyUGfLUU{t9r;PAcg>ApLQ@tv(rjn?3C6Nk3PM3nm(WEe*l}loII3 zC!ZCX_40Yh!)b#JNBuI(R`rp)fYq%!*s6;$7Tu{j+)U8D=CE(I8%}1^mY271Ix3XG z8#XM-`3CLT%CSb9j1cBovlEj;#O8MMUF;GGvo0A>7_CS+-H`<>m7<0ljkik?l z@#7?@Cg-6OvA-(@+}P?biH)&$4B6HJfBM`{#@R05UeN^nkfZ@7wz@R$YC=uW(q;mL zUwOzO-xi-{j=6F7H3PSrVLXg1>J%eowJ6*eJmxXu3RnjQoLH{wz1eDqtz5v2oqhc( zP8%!iy9tis6u4Hg@2g%*cD`HG1P;9)5kWQes5`-k_go3%54h)$*$!ov&$&6{TkU1o zh815zqY37!m69~aKEI-#>;g+mgCvY`i_Fcjx>&ar3p`1hBY#Ib1k zW;m6Ug4Z>mP=UN&Kl01uyq%vlVM5`bzdNf_@AAOAT%k*q{&C7SMR zqC$c#;k;DNoT)`q^}2eC&sE5&=9o~`XOP{9sH|PqI|cmkR^IOD0S?Tl=R$QLE z*P#hCjGVe4lk|R)qVy|8zS*iHTGTA1L(vVWRIODE%4}9%kv(&)+(Lkg|~Q^t^3e+dAb0j3M!zKdqd; zWfr(B5zC({yZ!9643Rf;C8JbUeJ|WeIV!)?4Y3u}zPZMXi0UHR1w$`%C&hfQCHt#% zx4XWjrZ5RB%~c_Qo@Qm+Cc6B52g2T9&U$|YW=*&c1ykF|v+S54$hk$(CiTb?5S_!7 zZvwwh-Oll}FSGM;u4={fgO}_l0R~*8cPdfc2Zm$*%J*T`Tn?Ea^$)@}hX`>06??Cx z2%e${s*4^&@G*Hl7d*^D0HJP?9TNF2VF=c<5L7w4_^Zb~ql^A^nj)FyG~~DEC?8Tzp@?SqHO{_3T?sVTkofC@Jp5(sPZ< z?AXOce8v1t*R`dT#zCv75t)6&w$|D>Qr%o`>E)14llpyprIp_3d+c>E*Y8mH2wlK5=c+q&beX)D;2oKefDCkoY7|ug3;6>LAz}qb-|`&|%C_~k z(^1)VQSz1orvqb`UE=sV7Aufn1QT4MlrH4nIyFb#u2Szg%H`+hd5hcFq2*nlsoM&k zi$^;>aHc*nl*Yww)-C) z#=1(~;u-prztAq~Dyc_`+Xb?-$cWvLFjWUfelKSv0(#n{Pzfw1Wz&#o!dl=nVsOLr z>U;b=)--a+sLLj;^ENJ|o`z>i${p|y$s`&6o!8dsjt zpRvO2hhETX`k(!>@YXe-z=(hp28hU1_|)sUK8pxZ+|jN$`yRPP+~L4EZs;hT?h`Z2 zv-STm1|7OoXRBZu58SG%MKnXayf6japRS1H4iOLY1}<*Xwd{*_eE749uJf2|(t3)q zh7)Myjj%4~>sS$Tj)&P?vha8H@0ip7vJkJ3=e z$JOF}Ra(aoFbG}kq!UfyL*(2wP^z9H?Paj2dNE*6P6G}e_;ieZ?ArBc2qo}dOP_m! z=atNi%bpj}HQje;PozB!b6Hb?PoKFmK60&{GEj;CyNAdt-H{mrF4zcfEwxEOf+X)P zyFM{yNY?v@Wji7*pY2*cCiAAR?)a`9{xj0K!Z{BF*(>z8vIR_~jr_CWRk*U>t4i$5 z-*fVaj!OE58;FW$#KpHjaFv-%R7IAGwC5Ti?gXSZu*tnakGljZNE(gwR zztr#WBa$lweCx%np*Gk2Rm^G~8hv8c~a%zxL90zcasE zHi^NRdAAT9P6T>C{RUl3nQatt?99F9a~LDV$vc_Bh3QFM)KVL*&DYbMV(?(>=a_k) zlpha^sD(d?7^c7exzk5$GJ9mV&c02hlWe;c{$( zKmy=p6JL6sA+}OCU`ZAC*(v*|`ZnSt=>+Av2JiW281|zV1$oYk(L@L1*!CQBg1Fd& z#t!~azFH9nBHY&VO|}`0j7KbznDx+@ZY+u>8OCZ(xYpkcKYEY2^U+&xwQGA5H<0m- zrbYt88}n#!MjPU|o#i~Clq1D7Q;Q%J{IsiMjxw4_6$UiVth#Drz6a^QDhlQm>|X&_ zDH%57a4m#}L4@hX>2bo`{5C?}mGAC)%F^_Sy+KSjdqP--fQ^TSYr&JSX#!S~P)^jH z(%NqOcpK`L44WhCVN-^6OF7lOS;ineRJ2w@3nXDjm|Cps^$D@?5fE1uC^RW zn}wcFVG1HQvj7wE9NANzAE-5k497aM7=7-}!te(4%Hw*JRC2n=@4dYs(=bA9uIpdM zgi5rQ%^f0HQ+)*Zm;MUXbd1q~77%JzmX9r>Qkp7d6uv6*iBrCi44at|O)p+~DAX>_ z5Irme;omR#0ZGQ>9bA&7hWQ*!moAM-qLZhdM3HuEh_9^#s&+qD#HOIP|%p8X)q`g-?LU1>)rns4n5CL}#yA zenoL`WXq(XY;(4n?vgdg?K2(Klo;OK&Q@?@l~Xu0x42xoqpdd71(j1=YV{;=Po<%j_!9)Mx4DuP)+ zs=~~FE-u-SLj-2+S*9sdTKGJWM zu-;K$BCoTG^yjjTC=ypBI+*&nYfu7G)zTNRGusd#kpu`|MTqQ!MDp+$QK(W?Rh@5cYbFq}H=fc#d zYlJ_BEXb`#=`LaRjgVr0-xVu*#NyJE5cE=*CN5H*nY(gX%?y$t!NZ93>EH|D$kNu} zB7DQ{?fUJVv_}}LHZorD<2DWO`4Sc$$KvBGk^S$G-3nZ`l&o;XL8NcA8u7C^lgIJu zb_a@VL&!s2=4Pg#ACg244$T_`<{wR?Jc70yy4R$bo`?d0bz6N)-gwZ9&GqY~3N8fT$puHDM`xEslwX z+PT`>_IZ0DbabeKI5VqG-KRb21d2g1v?E)d zY!I3J=n0ni{u>q%+C+o{f5rW3_IF^d7m06_JtF}Z13|-Sun)I?g7tq7>iU84Q!`Nv zW^na=5tm~78VCsR#$$y=^T92~*8Al|pb{Ywh?ff$r*`>6cMzNny zmNLXSXVBq}jz9rX)8+4!t6|3_z^v0@+IL8|4D$z9-{gc!Rl zzAP}kUiwSb2NPa3;$!GZJ{ZO&V%iVBcH-LoEHayaajG%6GOQA599{0M_6L%ywm7tFvYor0=siUP9wnV-ibar~6_iZy zH^>?`)Shr{+AtbJI)gv#K`6|CS!j-h=~IS9G4gM^DkNd6z{$k;3Y$DK~Ou>|Bv57Qp z9Xx{MwbC`Jvbb9>zZs~_@4~5~yS&DS6lc0*Q3KK{Rdj8HcZXzrQ|{b%TLW{HAXi~kiX~ob>1K`K$vJDN0cVM$aeca#2$XMX-`TB|~k!%?hk`Dr| z3CC8D#!Z-bMGS3Zh6F#7JKCw!tpeU^)zKP9|a(G zMX}igT_(7*W^Wr!x@Oif@_D&0Hg>DgUc(lf7seKSv$xGc;QhEA1=GAk-td=Cz7EKf z!S#yN1w~w841cA9d$I&Ya>%XKsOWFN4irP^L`M_uMlRTkmNeY;&N!3RnYg8Qf%hsS zJEqmLOCori#){D2nr%*{bycF)#o$B+@>8}O)egd`-76LH7pbPdgj=UM=SpEX7eoyE zbFp7c01XDEx)(np!2uloq3U{P+Afw-T$ke!3-tQjE$-!a2i;HMcrmOv;RfjOj8nr; zvG%%`YiSgP_fV)fy)JUpU8^{g<4e|jysury9#Ex_&3m%s72xZFbo2ND53$&QG2uL_ zZpF_Tv2PD}OU>3;L3Z=>rgeML8WEERez(=tNUf0xxhmls(jAxq+miKHZJm$c;9 zIm9JXXyoDIJ3BwpYjw*7|Fqx(zHS&2HS8(CS2FEc69oq?|J^MpM%MPdOC)IN>Iv^! zZ0@%{&o7VV=}^D+q%mmxgh3}s9iWPGY5V$5gQflGJijpnBhM9B0y&g^##1tbOP_== z90c?^i>vldRg2nDjN1UEjhyd9cRrx+#!0EJ{+nX_6hO**E%vLol8`Lv+Y6H{kqZ`u z;7sCDVxvcx_)N!FDX$|5^xz-Mb@kvsTlQ-e%SOSt7MqAD8vCf%3Jt-NgybT(@6@Gy zrYYBay-3DOLz-LY*KaKi&LWQ#aJS9miH7Q66h#UntF$WbA0?))vex!iZQade$@r^( zE;s)WaVDnlQh7E5)uZrq8~V`Dy?h9TVM9=D6_3AG`n$?lgQMgYe^TjjG-B#daVI8x zoU?|Wl?TybY`ET1;B=sSJ&(>=?>VppktM&^(j^W7m%BqI6Wzl-%yYb)#Zb1yL09QC z;R1{dJaAX#0<#Zbmb){^fu9lc&8t!cixCISg>x$DX5y_{hBaQQi!=JgubkzCS@ZA_bI)8r|XJ8pi02_CJu-O@NbdDI*DLOs9awE`59Ao!SERSt+P( ztNZ#qX2AR^?IinXeslptO*cS<8Gt^U?x9 zXskFm1Kr3Y-eiIia$br`9>}H@UG#ovF2_Y!PB@Wbt>=hKhEHJY4#p4WKZq#HT5!na z2m}cl2w|Mq(_}2_O*~0c1jiMKoU2@Ec>_V8o zQd8GDzTTAtdxbN=5#fqbLr6%7n%hEr?2>Iy0B@)nMv*W48sX+M*&_k)y<1_PuLs?lTcV(6~q z-RMI;8*^9uH!@!MHFLTLXp&B5HFf%8T2M4I#w4B7IqV9^8+pTD+xXo@h6Y=dd0LAkWgGPQBr=Br?e#LoN z<6yn@x|M1n{a(^1SisITok4rX?GB}Vu-gVb2uCbUX3rsZ-;0XzzLzQ$&5+>hhTmBK z^=wS`j-e#((zL_&OEP^A66`XZm%yt${VcTXJotG^j$v#i5QCkoA*kz;nJc;0(fE%9 zp`&@Lm5!O5yfdABdqyK89<5M zQ;Uvk*h_RK&{ewe1c^9keer{CMfIo2kqN}`+x8Bg)}?5Zp%lg{=nD7sZr!qHtjRlR z#RR-W)B86HV%xtnDiUv&15R`8jfMy<^AhuNzEJ~XFv|)?(RC+<@m?+hP?_VO5>-g9 zlmTMs+LN!b%G@V%>7Jd7VeeG9IH*}_iuZJ7*W9m2)%YahqsguFF#Re}U;77=9NS?8 zC|gZg|F(hMiWL2VU1f~U>&Kpm*Bs_3gmLf3=0%jlt2LilGrS_|av^vD=z&Cc<)y$m z?w41NX?V>#I|iJB@^^^YN|nh^T!m{O7f8&|j$)*Ds}IM zuen}ESLH}-JK{&bBA_Q-B$|lVmqd+ltj^P# zuXJ&?3OSm8E4!O`49?^zdM~)q@;F*H2Pv-0o{Kpeh)TIYYQEK@sGK4EqvWMh)mq4Q zr1IyNF-&{Et~!V1j6}?86a@uIIV2nW^3h%hY30)K>fxHO82x472&`aud{z5XMiXx0 z0Hlx9jR@QCixi(h>GKG*Lt?$wIap0p_{YaPkuE!09u2VW&l~x0x0r=tr*1%`1zkjEZdTFVt*OVyw zF!eOu1_Cp@1B(xE4o5}Gf(mxa!Y44?|ZMftMi>%B!jk8O<$@2|6!5M+zwT+NuQW5#{FzoOPp%AYtvGQM(sN?RmQrC4W1=%YyLA^j z4LxWw42Uw0wv_ez5yT}+{oq0!^W!GTOm*uR8sSIMmOsiu#Trae3RX!Hos8+$0 z+ovbL-7=|C&9cdW?xGLFSCX!FR>!;kHN~Wq+{uZm&#jr>(LBkqf^$)T}N*~r)I&CYH z&B2qSL0~ueRf_b(Y3f(ue$t&y(tbtFy1)SNu2LiBt#nnIU>d$Y)092~TVStM0sFNc zt*=kuCxOs}1VJZ7Q#olgcH^ihk#Qt)LYeS5Tz~r@Yh19Y;G5ua<}d8Kv$oDyGZe8QFS*kyc(G8O#!23ec15kvYfv=`R8iGVqwHkhQ z4%!}uB4!MY*ei0$Xm+ng7vZ6ajCx)^v7Ew+*$L){9-KnL`6g7_HsS z6E)|ve$Y|~zd4XNX=*vTk*nx7V>CP-bXNOe{J_x3$(X`N|9JzZzP~Cgd0vL(wiS#J z8mpsrvuH;B%CWMpLyZq&fDu^_l z6(SdngKP#Q(ir~n)*&vc%oTbCoOIy(DO87iQKdegF`-07WjY6xtsa3eg`pK$|Mk8o z(&9!4`1M-BQjY1)BgA!^+u`qIfm3V8(AUz>qFz>#YKxmaR zh*v$7LZr+8=UAya)WMHdZ>GW3L+aQ*ENz3@EV+)DVsRcFE!Xq_LETX3QJ!wBPEPlV zn?`+8kc0@caGRRE#3vsI?DA0)0obwrhcqnD^-x{>fC%z__`4#BeFMVI()t|n7K(0at; zD8OvWwZJQcUWZncG)i_MwT#^yVv5%kNqgRc5lw0HrAhwr>h5r_sBy0 zMNsEE>1lOUv3QDpOU4TZgWxob=86m(Iep6Ba|yepXC~;n?(WWD&pHPsg{Xi+^2%RM zgwg!*=f4)R#ar9qNC}B{_W=tx))WKm*PJ~073{v3e;Lf5^lEXEb4nN?)qOyRl@uGk zRk?XUzIQjX>JDv#y0@eHN75#k@p+au&Z}i&vVmZx82`p?N-whg{&+%>;@5vXsfh4f zM(;tB$?U~56I;$^uG{(}lP6K2cdS46XqXEwvBC9JJfBj&{_b$zm#pl&S(v0J_Q~h| zIuy8j&6czZ2Q^Hi!lmoln9I!aRekiMbV@%=i%iz#fj=iXN&Ioup5n};{;lA|82#Gb zgr4WAU*3i&j#CA)_vJtg4=_h2rREMESPzDzXdRo4DZ`b_oXqIU_s4~7KoXx%N|8Sz z&qb_CPI`Y`)%AiP@4?`xe_J45^vpzjGm01{B@6TW$WVC`W`?Vjb&vN&wL`Rb`sSgo zwTygoiPT=|sS$RL9DSq?CCsKK!tw=F+u-`-O5Y}WKB{)beA`f+3qC*V?Sg4*`^lVr ze=YPSHf^*yVeoX5-!djF@TP=rfgHst=mt@@c&PIg?D2h6H4wKjdmBUCk)z^Z;iO)# zWw`RTyv^=x*St)>cuCJb0rsyY<(x!iyYVQ(pBs87MBgz+9BRj-GpZ@RvjrxyNSXnG z92Io|;(!ttZ=x&`ob>0-h+a&An<_r!TIr^g!AKIp>XqTQeT)vPx~yEHk;JMOAVaO) zm8wkG)gEq5X*a#)YyzU*v}ENQk60okxzSRlQ(a60buoY5A-a74rEAI>tgf?&7>Hi@ zWx_PCeohged#-awNa_$2ZEYMNcW|m1(n^)L7ZK4MVknj}mYe$bxpXcAYwTz>(zAGU zF5FOyvIov+mXxjdPY5U7yK9;{S&WdK*btK2JM`}<=M2mSRP(ncuW(4A9ex0AFke2H zWP<@*xxg{;T<;ISTG@9zBYx)igJ!+%uB%-C19t4q_qudWYv?%=5%M^JrZuRj*9N&6xD9#)nk^$_fmJv(c|uu`gS zESkH@M0s?E2n=uiUbax<9CFC21~d0KbDb%@I&))%==A1O{D+Luzzn%r4N;YoMAi3I`_Y9Nv6n7!`UA;svg|u=8dS%g79|=sTRAVQ zJW_j(m4tuf24rEliXSYyduOXgDcYvr9}`t>>)#^rlw2=D@=b)jcgBiuvx`v^9k^&; z(Bn(d2=XUf{pf1shMvL_Wl0UwPGDV2Ih+2WzGmeMou!`bvz?+a0x;wekXPh&F&nbQ z^YY^O5D8dp&Kc*wXAh0fz)Q9V!ag{)^2x<$!~uN_a$!Jwn~!?1@T>*ND?q|EGBRo0 zvTJe4BL7IdN1I>3F2BPajO_A@ckn=mou2HR(9mZAh}(UHX*vQo*9? zbx@02??v75SF!xPJvZLNUB?vUhZhcXDPKOC>L=b?U^5^h0rmeU~BTR+PX zH2fldtLAC&<&R0K+~s6G5v~fu3)V-JKv=1Pb3?S|EgEX9PRH+%GmKbvL3Ov@f zSR!N|8uL0`e7x57t07lQexEgougNNjM+b+ub1E6M%&6hwj@oFv<@rd!|%8rgg|N)kgZlN4o}QB73r|ST&y_Q{>ymxdcE8T`_tLo zZXnFY7L>o`#`x%dA9I|FClS=ES|>8YoW_O!8Ce=Vb@WyRY6Y}dMu%S%{k*Pu(w1y&*g7%1Fv0sQtx-QYP_*d zf9S|J(soo1ybKBqeWqK6eS?rnkm)6d=BNE#_92?3H`9poOj1|Au``+~rxKLYM1`K+ zZGTY9C5t_sCBIa<|7nt+RqVfFFK%;m@79eKq{US-WD~<5^D-Tx+RD|olHDJ(VX+zD z##0kjh@1f5du9SuMaQznEptv5%sZTS6`mdt`C9%mLqwN8-1y_pOW>yowA?7WzBH-g zM{Jk{!*WZhw_mY$L9a*5!S3p-w28{%VyROg8RN?r%;3X#2DkZ1%jrC6?7oD4RrijP zYQ>Pm7xYLOilT|FNS%`B-Lz?dD?T@ImD7)*$vu@7Y}b)8%L%S;Kj9;(JAFwN*U!vr zd@DU-*r1#VS;xsUzz_fCZKsNOMk=S(lS8lIV)I%Mpv8f_i9zPM{E)sV{<%TxFb<|i zt@E)D>2He9kQ}+!GQVI;6!NJ7b#`jPw?S;z;~rhNaYpmB_~UsV+EwArMAO)b>n~4& zcu^bK2ExeAy+qsYNBGk2X`0NAQDOffbN6K}#y~=t{XGxdp!XU*LfrD|#n`>c6LSmo zi%~VoqsfM@OUua&cFq;abEH_=gt`oK$P1o&$OFYwU|V|e%7uGmcwC(Ou)pL;lzar6; zCp(H6@*$`A&$UIRc4PY$V30I8gFcC(oJqt?4<3}_hA3x&%Hz@Da72Y7btjr|gBw-c z+et1&%`qQKKTjMXv1DJ#lAzqDW1Zt#97@Qm&$w|_2G#G3Y}x6rERvO3 zJZCvs5p~AUS}yS6%8pwfR*y*^8Sjh~O{#a|??+1gAy2_sa$H^1M)4Ergty=9P@3jP zax=NjuN(vjC|W&<`=JK=!)?|4?}`(poxMk{rnmLIlXnD0J`x1u_mWd7i>!NBP4`g)bF!J`4#O@O&iNwf-xt^4#b(G{$ywmHN3a8e3gGvW#Z z;nerS{+J~?$~8e$v|t|Peo}M|ZH=4}=w41s1YA|jrG4YGWmzG+gz7-T6WUAWcTZ+n zfxH%-EN8{{id`kJ?v$DexPUiUh?PX0?Xk-EJ2LD+Gu12CBu3CN#JZ#srJK<&koUr_ zz1n}s-W^V8tLKdnD9ii866P8A`UzG?qPT_1-9`)+#s~769k@_nL;Lr61KS>s)$6ai zeA^Mv;V2msUzUMOVTk6ng&`@_{uP!AL2Mn`Kn^Cl!L%RMcmUdM{9VmW0Z4_(=Bfjr1dH- zW8Lv#-ek9=;ZdAKKz#KQUsJdnZ zd|%u`t~yd@G9pe9?izI}R_}9klS*CE`{EI_zcVC(d!8_jb-f44FZQHhO+qP})m>@nDwM8RavBxO%}*#Xjw$n&+X(!t!j{jpFS187Jbv#V2o74Hp{uE^$5!+x3 zRR@vjJE*vpL0tG`xqu>gpC!yr#lW4s_jxANvA-6JyFLx2_!ZN*7(DRJDbWfzUL#(z z&WjVST?#2#>Razbe1nz*C+caGTf2~bH&t1`;MFp|{sb#)l&CYHB>8w4ZAR9xUG#Evr+7Cpw=e zY*45u51$wIsS7#Z{q!MmN-mD@DQMevQACcOv67Bu?#c%}42vwGky;L;%@o?eLm@>= z(~cI>iVhKG&tF6VN=)HVe({9R=RK5b?U7Nr_`p4Kl?*qX~ZgC;Ikt_1V5?;{pMe)P~5SbW5bEKfW<&dubSlf)Z6NSk>8hv*4~Cicn- zgyp)_ov+?(;sHME#dOLPM_JHImf1)VTYrU<3^t}1Tuqxb82M_6=uSDBKpk@`(ukqZ zo1T%Ky#v8UTQX?2!u(`+=>wfnkWJlYj$;6D4`RqyFfo{9S}1=H5wS|rEg($;twcK1 z=maS=oo5ja9~h_BcXzpcg6F$jMw{UxOCJumfoPm+smpli0XD}XcYPbUp?T!i(8j_Aaj_Iz>By(+p1NfT z2H0+XoBC1;_z-?t0c-||uHhm2M<)Y7i@P(vs|Y#faG!+x5T3}O&dq^c?qoVzD8)&FGuQ5EDz>ezL82uMw(?FC1^PYg0obGU+s2 z@MvH2a%tskQ+4?-&m${@o2<|0pf(a%dJBxya|si7;%4xXNi^xWkqIf= z31QlzG_(%L_f`MNW&%DrkK-1xKiDwElc^Ck1;9%*RCv!Y8+w%5fl=rqJcv3QYk5!1 z@+_UcQU`RBg5lxAyMz-4?E=mtdYyDd89-+^@XX2u$t27JoKDhj>GH!Sc2^!G=e@jn zB-QtofzVqwRV>Dd9$gysT1$;8wqhyiECstPjB@<)(tJ>?)lZ|w9nK5`{vse&0rjqU zj9J10lU;yh2q-=1g%X}XGEIpy2>R_*xHO}=@~hd*2~!Z@M)aDqv#Mo1)HIsLh_XQL z4xYFR^O-#=?XN$E(f)3c_eW_bp}2>y;rOXZ)L6}wI*@?MYne-AOYNh2i@K6K*Ss*%O2p6W_Xa=o(qOJc_C6JiI8gZs)9UCc3Js3jTN%_V0!tJxWDLv7KKR0h33L|h<)Djyc(1=o zxUU*yG-rE&8zc>aJ+EhY;1eyir|*ocL>ej@bw=`A)FYqqm*ty8jDGaPe7|PJKfix_ zh@e^5sw1by5}6%70Zz5dE)y@0B-z+E*ynQ&5@2dLBbimsM<=MxyD5P+*cIt@M^Z)Yo4W39IN$QI;*fWBHHQ zPKr=)!ywQF)`Y=)=@%?h7DRt$eX|VS1QVh?{J1`CL+zL1bhTY78E9#PmFak;cOvVS z7%gUFcjMy^e$3k=Ezj|fjqD~$8;SUjVJ0iJ>?i>eZq_qiPX?uQx?We*!5*WL^izc4Dqe!J;4N?AK~1n zV;{l=0rpUC^OmnPiHpnm>yr2Vfp50f0W&iTM3dX(EKs(tC;(ipJ;C5)=7pSt6l)3&yCsa&D?6LjF>c{}l=f z7R7eQiry*0&r?FXaG#P&=zI>=#k*z7P!0o5&XQ@iO;cJu|1mVK-5qvyeS1-H;zl0D zm=vIfVYz8}4oDEY<%hEl-w<0!=A+k0e{}ooMPc*2lHf+?`zrw&3XAdMImX6xx~vBs z?FSA#w09NUwI&p@7Nu$4IW8kMm_z<}n^Vpdwyc}m{2+KKwZj4Wee)$vwmM>ERS4_& zif9XvZX>kWXHB;|ArkcxtPvfQxU$=`kt$5_iHFRzTVG9>rZcgb9horl8Sj{@H3AG# zXN<1s3srXT7(`vSuwy;?z_`>$vr>d}p-MD}n^8vfq_c)S;7@lsL&0$n&jfahVAZ=r z>+Gne5P)*|;?hCYijye;^4Uw~J`AnHtJ-R}wwE(AK;6Gd-%^H z%MeZ0gvY)Wzq>UwZvU(a+Dguv5#C3rZ;m9$f5{1=VwtSw4XODYCZqN6@4}1_AgnRQylD1MiLX;iCe_>vYwL+lg8;Pg|V5prfE**6LAS~ zRiLGPQzRdlXj)qKRe*5*E3C|8z-k*QN-QC&e+t70rKKzRLv~TxobMJlPj_ZA_%QLN z?7a1?xxuf;-KfEl$dG#g7+3xUgXg|EKK3h9aYc-ipWl+(zQde zHZ%Pfla)>EAzb>IxFs&iN&xt}D&HVTXn9^XE+I+l&j|r`w^`(bqx1n}{Iljy7LP$B zuwtp5T3hNfu}zC)5DE}(I0rp?Mqs7Vj7yx{u6QWQcF(48Gz(KHq}E}`cR&9gDF`nK ziY^HX&Y7BKx@KV8@D7~-Tj)Qv9s)Cz>{qd#%W!{RjuuS+IZKy^FiaXEF}+sa_9N`2MoqCy z?7?3yqr(1;NJtwO^M%#gx(-VCr)a*~2Fuf4eMzk%IZRi6(a~rOq$qtUj{Glt^4>gUPajA%x;q$awLF7Ada=4=?HbXe!IcEhqvMOxvP1 z$`dCx`cnphKEP332dQEe9tq^yzfzMUN*XYjBS{CW0%^q5EZg^qg( z3u`rvH1t)l4{Ibu_L{ym8X6IAOMc)7c3qc!P>DiMZ~#dVOn6mslbS-6e3wR>%GxP* zBFAOsy_r1eGegERWl4J#^Z)AiHVdVxYH#eDLipPK(oh`fr^%=U;L6h?itcy70!ig}wYnd)|CN&z zdkvtnzaeEGmZ&!$#?X|lk|9k?W~302;r2kB>P^qLCwfaCXhJDDGi7kmwn9}5@kfqu zcK($Q%c}V<^Cji;@#0D3tGADx9Z8$Gq_Jt)6%O-nIc^^x$A-ALVZ;V^SFs2l`Tk~` zgJ+MKHhBKhDuAX9l+#*stpe~<7#$#qoUlL^bYzZzOcYd(izX`oKTY6+1B85ZvDH#5 z8dI1L1Cv_ic+a`o@Da_9#LjZvDV$uV{2@4y*T8n!eq6PXTmIT4dwfr>eXK?6p{<(8 zX-UqSZ`EnV>56(kn+k6Kz^cdbCUiCOlFd4denB1{h{~gxcF>2i1D#|pG9?Vw{pZn7#@zPXxD<*f_b<)bpL3PH?2f5xLI(^3T1Z}*Ani;KOLIR?<8_qUg9MTXgT_I(s z;L_ZEQYlH8y$`oa1$dQp%R`>P2|rt|Jci$&sRIaDj3xsfHM;!jpB(T&myMlL!KKlB zZd7-2A-d=>JX2rCAy$M067bjyg+em56O09{C3+ddwR3ArPD<44i2ANR)AJ`zI1b>}$}aD$AUk2(acI20w^W+j_aWGoj5xj@RZ-*3M)-g0mF z{Il92pW|XY+k6D^FCybjl+#~SfCFp-6&->tTRu#@LNBTZj_~Y zE!e5e%{mCX*%E~x%=y{@TzH}R-I$VDW8m7;F`n`JkIvJb5+s533{* zulo}8Bp%24%j7!BfAEzJEr_{BBe#9JKRX-;Vmb^&Y@0#fZ=i8S2TE$q&T?%9R``~e-HHn7E!4Qk=d)Bc3RxV2VwxvLx;{m^`zp!D@J`=f zz-)^Mk0Z`B(>qOEp#@{GA;1V17L9YT2|%~}T=&@hhe`*net5;kBM5)zM@8qCrEO4@ z@!-#e`cSr6E?F4A%}{>jr;`t~1TBHK02s)V?tbcr)26Ygt@@#QP;2>p5;y?AwQm~b zZ%+}*RK7-z51bu5t>WY70HY{Z9Y>ue4q_DpQPyv#L@JL{{i~neJjB@8fiz?6WCNYe zY!)GsxfSQ601+=9b#7Bd@OT>Ny@^T)wS$!FE;VaW!Qb; zGx;N&bJCoc1!HJ6fhUJpzIjoZip(6x^$IN0MFm6Ly!K3*=UXZD&|f;;^6g)h^a(=Wp3j=h}11Z zr{uLrI~gxn$3In*mFyJF=${!wI>ehA=8IQ67H9v$ULwWD?h>DgWc{xTkr>L#vzSSm zMyhY_{N9ko=WRE{Uy<&@!+f8U^|mFRu*W9fOfG%4xv-woCI|M)2S<&HLwT_Wq;&lzi~{Vi^gw}ob?;OT|vAu5yS=%69@$Dfi;xDmb$$_Vl-3_VRlAHWmXQy2uTTVKw&_q@7q_AdaJw)q=Zfrc*HWhB(wH%ln}DicMj#d$79BL!`< z@(8VB*yR$@NpJ;-Au~Mx@_}A0(EuGPBU%pF#y(N0a70;6oYN`7*f`e;9Gwhac>!Y{ z$dCW%C68bXzJuU?h;>#s4_)QXz0URU#GewAcO?A7ZECQY#RiM@Q;(~@dPU~%*D!x| z@wCrypZ1XfbjUn=qs_B5zl&RZO*gCeiKO?{blVtkQ4($8b8qJu%#K^&zmtJu9~HGp zawR~iyx7_=N+pN1B{E3Hyd!Hu2x=bhP8?B%O!#fesvaIFsDz{z@GL>0ZTZuEG!% zmyhJwsyOmMf4^xE`q6Mww@Bo#Zn+&SnJ{=kJ|YB=i&q#)adqs5O#bMSG{j77-Ik9D zDLuK#Obdilg(u|VLSH_JCG*Rrjs(w>I{iQvKrPWap48YykKz=)Kq}+U0UEIn;@Nye zb4QmWyE`IVCH3Q*>K@9QJ#}Ay_G6>@pDx6GRC*f3{@`H#a>34t>fC@2n|F7JkGcC= zfZOzGiZp$2;eex#)$s}oi8x+`kKplPf8x{_SB(Q5*}GXF;tk|>J6xsnG0gYik>O*SJd~>*LO8G1gHD|17%JflC0dRQs*U zl4*fn^R2!b??e`Yw(w@9{TK1j(Iry31I}6Vr@1A1L^R8fZ2RFQ(y5?hbz+@-OJ;px z$2jKr?c}zMCz74bZ{0kn$H&%^DFyp4A_6i&3;WL%Ed=so@{A>YXw_c}B43@ryZjDJ zH~4weyeuzU&!efX<) zfl0>$_T=F*g7A~d^L+Fv6yufEZK>dJ6QjPS!e&xlFFB!vY_Jjj8k#MEu4bC`p4XT7 z!K)uafH5%rUl^$asF~+?r1^nyXtjTRAOWO(;&jZuZ1egMZ2Y z_MWDFe3K+bO%=Y1HQ+`rYWSFroU0>vUNu@OcpzdT10}t|5z9~T#OeBg!lEz+U_7rZV~lxhXSQyP{W`O#N6tM_ zcVkJb$kVq%b{rZ@5{<|0{P9-5j5vtcg^ zs$;M+CikpZ-_7^RQIq*Yp@Y~ya+`_0BxiyHFLIAF0nJy3>}&BB$*$E1E}`6#Lm_S* z&jq%df|FH$sz+MdHcbzg#ihlF3LURH>R>z|Q}&M=Ow=sBZXFDC8P8BGCQY^hfoRBl zj!0Hp2|flrF|nqF`o|}7sT@&)ggTr-aCdQ`$I-HF%XX=yZ^uhVn`u^Y2{};yjdBy` z71nqWOklyIeWR^(o|IDZ*;;pA`k2#Y$sUpiQGS-|oW(+KO<4L0(dOk5Eyz!7OWTnR zN~;kndquZL`V|H$#v*Qto74A zCW8)l0qM`o%GE$!cf#k7zMHXEwUynmPg&NFk)QIiupnmrbs7d_c+GRleG^c4o^`8! zx}z9$%nrpJ(n6=H7)#UI;B>sg={c7>v>|NG6_UeP%`glMFIu56=&qHN-?_?(??g0S z&aXwm#cA4W%4x@m)7a7RLqs?%a>~S3C;A=(acQz?Kdq7%4q4U6*+I zlbqWNE_9QxSj$kXnK)2(>%S}Nr0&Nv=6lmEwBF#`ROk$_LDo^jWRv%c9+a2DY!ZJ9 zFQy?ryp}gNU+kMiJB|bkhF2;e%*$Y3@u0_*&xH_j29TpX(-sSLDtuwtT=u%pl@R11 ztNv(CjAToTkWdQJT;cqjc7+>OJ|v*YZ{Gj6578Q6bRB0$r8Km*cnv1w%s>0kWoVH^ zx#5(i=E4;S4jO!hy|KiN(GqGr9~Ps6GKcmLO${}Rqgp*94TMsbyOY=6nNbI+4knxs zHo_I8E+ayi62-;wln{2MYV<%3lKb+Y=TR0VMkFRh!Fs9w@b$3o23(j)Zs&`9(S)$H zecLWE!&Rhdc#^oxgQwER1i|wx4FtP~>T7Hps)$f13I#s#JU9evBhbu|%wyneAY)}Cs-dgEDkSuaE`E!Y%=zx4 z94#&WETCLxCcS?fQ%fK93E;H4pC!v-WxQqOcx@%R{(Q?ciqXNhMEGlCCT~(~T!G>B zqzW>G%)1H(HM?6=wU@qsC!V zXU|0p_*7O0Z?XFAMKH1lHxNm$1rX9&{44Ux)9?+_O8_rJzzmMDI8nAx9L9tcr6WsY z90m@YjHilWgGhw|hd`05sd~^Il1VWVZMatcCI6mxh>5rJqth02Rbo=5xe&7zJ&zia z!NN(p*Jpw3@eJ07)dfg8r0=uEerz~J1;Y=b1r?1__C_OrJazJ%y`l`o<%0>Xt|B4D+!a#d->^^3y}wQ~h)m3~UEp9ckPAuvQ* zM##xsLOGJgG&a&^%2S|8av&fO(Ey|#6hqj9+zMY)b%0N)PjMonSE(_W*G_DqrC})z z_=Hl`V$z8Yx9^8|;0hBED5@8OFEZ?qRE=uxKx9lUq#)jxj{MYSP(v z2Zk_XPS!P})imK$UVT!HX)6EO`P#bvdHa69Wv5bR-`mHgiIdboeIk*Nx$I1p(AnjU zmt*eURmRiaDzJOgs@5zp?1mfpH%*uZuz3)6!JF`8H%kni2d6to z-CGvy9LjA_P+rNy;#h=RPtpuacw!~@9j+|9><3zr?CpFa-69@47KD{D>a=)orMIX5 zH*YtA6n6ec? zX;4;X#y|$X{ZeHRm4X3s%iLoOKt$b3$H^`PQPm>eRfH7kZ+39nb>ruZ@8++5=6 z@|Sr-edXtSK84%yt7~VH)wUtg?4e_T(!=y6!pBHRMJ}}7=kPTDrsCtza3eh4U%f)E zluTKhVoj;pkX4yt*n0ve^=FgpX`R=)+;gI2w<>bCsC?|fYEgnlrWC{`=E zi7meHCMe}otFWJnE-oj=gPQ9WmeZ};Z#DHBwQVa5MVrnPJ1v(&OB)bbhvL<`VR}>T zZQ0-uNZ6uS8)R!xgC&Jv2H?T|WQ4)qgJ9MBUJw~;c07pOK%xC53R-{rPX=Bhppz~N zb79y0^25`evILw_ZxILN0z+RgvS`aN{z*+K%#Dg7> zZLVYQP)B2LPIw=Jrc6J!rJS@kBAKw$PYq-BCxgY0R!-5%54Io`I|-ZnA{?bHYbgka zBoM^jJ2qgZW3;4*pNw8bDA8}OMuczbe?*i>PUZJ#6pj-ivKWSpQft!860mw$7Pv>G z+HKw=GOB1>Ova4?w08dv4LN2xmvP%6W-^#Bi3;x`j~E+hdO)yWoZE2#1#uJSqr4*K)n0KN>oJ?! ztagCASgrxH{85o!0#V6mya3d$t+GV3t+H&ZFQXRE&M`u3>2c-`VsOnJK;5DrNw2U{ zsIIgsK92`BfVKZ*d zz}yNM4J*_n$h?)!E9IYxJBn)GdO~3vXEX3@pSUo!sop%=dTDnBcIHqnMxbhS9R4<%;r2kJPVQ!mX=_I*Brj? zzC8hZYt*kzwV}PPY68s{u^0#m?GHy*on0iN(%Pj5$@<|2!j=v{q6zs%dqm>a+Pa4x zV1+pQ4q%kVo zWzNc|V)g!lPm3bl>aeXxe93C*RG_oemg|AR&H z5YqaZe186#!Enid$?)ehQmCmGGH@_$?*)>AQ=v@2G~5&78t5A(m18bw2xKlkC%-0} zT``94Cr7JaRm$qhBKmo0CS?6_G6ut2I4Tj^47Z07X^-6>dUDEa3pr+PfK^OSfCd`M zhs3tqt6@KU%mwQ$NWpRcd$B^6sueFAZu12N?V2=_>Sf*}P;at~0`bFYp9>Sv?986! zVc@8zH^GB@C#?EHa3_QJ(V!=_K(q+EiC}~H*|OGdt0tk1H=A$D9@Xw7>26M{LMy z&oOoD_MyMz{9(Ps{8&q-@nw}&b5WXh*j{#ylqnEdN+E;62`&@#nwa%HLkY#xThC%aj%-?T;*C zRD)K^2xM?g3jQ46ip`pQ2|u)ma~Mm^lL{Q>@WaDvv^O zo30lCWfHFTnMDiLOQP579Sb_`q8wS)@0v8L?n}eQyH<1k_lIAUfS;W_&J{3PeKM-+ z*NNOULU)gSl3w5IF9Y2n$-nE3Ot+u`6f6SGp2b+P{a4QXfAGjQOF!WkmfkL{MFtep zurkNezv{Ms;KJ#@GC||wPWGVC}QLSJt$OMxp8N5k-C8glP zzoz{1eJ8PkmTkBG`p8Y82Wxj)%qr{Pv1*{naj_D`yeoLhL__9f_*WjyW%Ij0wA`72Ezn` zcX|mFU#yq;s5fPqoBlWhuakU=STDf@yer0kFzrFK(^j+e!R76ex-)7{G|YRzHWJpK zGuucC#J9Ib8toAt7p+TyrNq`-@`!S`*6j1#g7MZlvpXvr$ZJ0T@tC1cYYH-3A9B}kBSgg#(LqhC_KMdZ?!JHG z{axVc!>;P@d=Z6%_fAq;57mE;J>>Q5_ceQf?to=&c`{vi_cUfSY6FeCt(Z1fJo z_u7m?CZrat5i523Jz#YO-NS$x6@RBG)b{wjrM;yj1ZrQcKwaIMx1!w2==|FQC;#P2yW#HCO z16qs1sPQzIFK%V=u(4c88I0C0a+?-+e@eJ+6{mZvEbn8G>ss~o8<0GQ^ROJ%s!-r2 z7_bJb?tCy)=dSYJJ;yguz4oGJkauLE!+drj+Gj_OOxO@*%#a@oSW;%fnWBT@_9>3o zpjOex%9ca3*VBfkxL$n3S#HAuJ*XNsuz63Z0? zjdxQ4dlfgWXrR|5YM9n9(NjsVNkaVk!#@o>4H2rJn?(~_k26d|6*@7RMzDRHMx*X>oD&KStyS#&)1begeq>A|395cDA)SZU+Zt_Xp zARVZvd7vwXfdLO+#flm4U;ZURxMST#qP$JU(6v`o)A+{zqNQ=a4L1I&03zZa@jOEID0GyT74gaqW_n)VywNdQo$HO0 zx94dmMZ_d@vUS?zAx1v`Rsspjd>W#)220Y;C6eve?{DZHXkwoVvwGY2jxf_#M4Sr*V zAS6Bh#1Mw@g{c*`t2dYkZ$J|K`okoCFMtVSjkTqZjYVojYUMPWwyl_vDWKY{1)T#i zXWPjNL%d$f{{KueCj3_7%4hB$uf*GzB+pK|#4iM>1iDY%`pDXGWuZAn$48^-I8l6x

Q&MOR8`^?_lg{aq`zGfN1CFvAf&dWvPS8fzR52)5h886T4)J)e_b2odfLWG*Sc59 zkoc9{%V`A)Qrkg&oPV;d1W4m(t{z(n80f9^Tk!(`<&s(@n-TqRHhtOa8Z6^Qd*}R1 zTyqfB^z~_@w>ge>ZH4W3eF-z;cT0WiT;tGY^&@lc`kZ+6?S~Rf- zP^=+B6hQaice z9oYIxo#9h&!T1lKni)zqj`X&4k9d(QGm9F_Vv(7tzKNl}L4JSSs`zW>RKwc}xbKtdWEbC*SmLY<)8VLOH4nfrM0FHu7o#)(BRb(bEZ?NSsRn)lIzNk$M9 z@CH^tamf_!L?{rF(WL$0P|3BFqA_Pz3wyzPx29byc@7TA(vmi%^ikx|jCvv!45=IW zAzvTLy(ja-e^2McLDg|^;8%r-*;$OR1D6->#p1Ebavf~+;cSosGI#B$+p@(<0Dho3 zDZn6u<`tkz$k!8*$0OE`DM z8<&ql+QAI(0bQnvMJq*B<-B+&GtBh+??|f&2-hbR)Z`^V zH$g6~jna#fQJlhivuUtQ+=Oo3@8_|yDgQZ2T|_uXB)idR3ba~t)eV6fwlciHSkKGY zT7<1fW+Xv;7T>AMVX$#2PWG42F8hf9!4klLvZj$(WQ7J*f*(RlMs{kh}x^tYC{n` z@1?M!6pR<_s!h;UBNcQ;D0b}lKzc=O3%1XCwwbvwRH7)1YSC2WWL3Tgw;wi%+e5h3MIX@$WaaX!ovP01C zla;<6bKC7t7V(!n|Exn1S0S^yZ4A9zQcI7n8?bDV=7meL&x&|M3{dDH89-Owe#mJ8 zwng?tOU~2nDZ3T!WD}QakKZ~RmCZcnvz4oaddDk+M0$Ej?SO)^KZ+*)*W)^buBc(( z0|XVfn1&fa<`$bhRuJX_F5=$+QFMd1ib)vCbxX5+{y|T?^)?SGTiN3cF*DnRy^4If zMwLX^3xBLFGiSGj-`TOo5xAqJRSZ6!x6)gE)LU&&4T&S+k#H*LGNLx%D2=1r8qqfr z@-Vrb;kr0PNGtAfPWP5xH^QC~x56-kz3dfd)A=2MDT=IZVV9UzT?aNBR|R*+H!+-x z0eSd3B-s#nDiDW3_}UZVOc9_#D_1t304-kwnE7$fSkd}CFNw*)Llbux-KK266A4DF z?ngN+;~zZjv=d$osiSD+p#yQ8FtM;c4S=SEP^%gORb$lDR5#SlIL-tf@WuY5vd!3W zwt7z=h}k8{uptwXwc4yTxYyLyI?>t04xxb&>O_f%_qkrquJB(&oP8j_;V?ve7soL{+lM~0MPrA4Qk=#GX(9QLef>l&RZ&3Z z&JTtMU%{6TYoBQ`#s-9R9mFx51@V5e<5nTwP-S%ii8H0|vXixXxdv%y=5nfhpN;)P z_awd{r(UNGgqSkx<8F)18DFJC1&Tx=V>JtmD$ZX{8U1j^9yU}y7UoC27CcEl(mn^P z%I-}<<)6*L>P;EF$;Akkg&N;$G_hgn>9f{}1-$}12=hzT1L}>5=S93m)XlH+#rI0S zgeI+l5V*a&WMco-RlRtV$omC4Cf`D^0?pi@(sD0@Z{yy%I_+{DrP3`Udi)c?&n}@n z+P~5QMo=&kT3dq`TiAkVjSxF|(uZW`3sL;3vq=_J!MXxB_}7y&V^X!DEP*I5 zV&Lu_J7oayN}iq`-R8oMj}^8SP??n{Bgam2_raWz97kOq5C_*c+tJ#{sYYZk+*#+w z1;3mzGvqT`XNwOzC%<)@5fnm9t_iAyoZpOC>TOUcx10^_a+yQ)<)udVQL#(7MQ9eQ zxv-RsAZi|lxQs12mm?6lq!Jg(@m-VDi?E9*wft-c0K0OPC%5I&*eXXB&yDw>=R%7#vIuiqGnr_$g6DAkjtb8{U zVak*TX$cVWsC(GYbDV*@&&W-0&nLyO<_d#Mxtdd#ge_mTA6+)qc=^bDs#0(c6B8zS z$N?u?cWErEu)f`T_eS~P-6sG?sJE;{h>VZ-E_pt??e6*7bBSkn*bqez7-l5!QK)yN zoHyb$ChyT_Nw^fMSw!Aucbdgxh`$Iz6a_ecUp>s!`g$8~!rz>=?~iiritpIo=0yLT z<|G%=&JECp@q(5~=q8fv54K#@qfGXX1Y&ZzGJ2%y2{Bfdr80Ce)gitCPMoA zUXD|gx#qR2?NYbvu|zij6mt`O`SgN%ZUl*uN#sKQ1WZD}ov@qC9;wuRnt;4J=wTzt zWr9tzFkodwL(46c`W#moI#lm?yu6T*)TQnEGX8-6-EeN?S5))0nUGxH-xPTCa-FrX zZ+{3&qn;&RI=)uk>F^6k?9Fi%nK#-qk+x3iwat}&Cq{H>M)CSB@;mozUMMcmpqJ6Z z>OELu&9(BoPgxq4BX%12Q<0T#8?w;pMgx#8MCtWFm#nl1Csdj)lm8IOaTBo z$^gwS@VZ?dzq_Bg%_ccFdcuRy;_>8|yONZAqtCh3?W)Q)2@FQ>DfHK)-IqfMlEaA) zNR+gkyqb1O6Ud%6;OwVUagmV6K(dQT%TvA4Vs@SdkfYpuiM( za6w+|cM28yeW_azJaHq@Xw%S2{R5d}>&;mlKZ(U*+{lor=R_Hj{582=B3lNgMm{nb zME8#ja_a1bm&}IwinDBvWAH81%ulQ<{$p#Eg~7p{A1U+XfGyc@Y} zKiMV3KY*%=0QmeDr!zyN;Bax@$tp6w<2v2|zcrY>xR?M`B=qvSCx%*l2-o3 z%SSB7%g4ojt{@yN6fPQLK7GHbYhP@8lHSQ6BJ{$0vW1j|6$>*-ATBYAB zj>t&2fDMwI*ue%EIDi?lXWE18rSa5bh6Q~TYfdK>*fsq>cT=kO5j>L%~0Pg9t%^Cd4I`9v_8ZSjvAv<)y$OI3@qAqR0UOJgEZ# z$V&l(AOk=^KmY&$5d7=^ZFB%800OcC(i%!4dctzDvLYf%bn=RFk|N45h5|Gy9*06G8w0*Cdy+$P|ESN_k)#h&@! zWmt6 z*cnrnX#x%Vc~>9tN#eR1EMV%(u=f0o8}Avg>=?hb3%HW z5klu5R8>VXfRYs&aC?4dqi5-4O7_H}_W7on_HmE)+Y3!(P#F#mo;75|5{Kn;ig!f| z17!^o;a*kdLkumHksP%qRYpd58Q1zL_kP&W8?m@HFNoV%{Vs?h!D(St9=N|6mreS~ z&DTL7QH?O^rAUmvA)2w#yV zTL3yUi=F(&Pw5AC$Z)=&?oOXShq(kk9Iau-bB7i&4IZ}#3N=NeifElw7SP-_{o;Zh zoSZfw=QK%bmLgW9(`(g=%?;0;nzRTx8+lBo&$m#EdugwgvGPv4g=d3Z4{aTwFif$2+C7KUXlc{*j z83uJ??_}lX&@h3tDtJos-MxW8&0jDOZ8}nR9m9!5Y^|ZJ1u@A<R7_UJ{@PS`CVLdsh3z6mM#jjH3pL?5yQ!j`mAqC_8q zk_<`IVuZdorLgSb?%@!#$x)JoQMHjF?_} z2v53rPRu(PMQcm#l+!kgYhb@CmA-zJhkV+VI+rO*;&yw*6lz_^#b_^>oZqbCuFW~^NRkjx-*ZD z`C9+@86nn|qJrAjAd~s-ODv^gi5Q85#v1*u$sn0X20e0?YU^BcaeAYSMDd7tMw&v~A+u%Z36lKnG! z)Q+FKGaQ6#1DBq2})#cHs{tT8H2 zu#(0xtfFX?Acde-ToacbOCk;O3+50~t#R#-H3+T!tDM($mEZlDtWc>4((Cby%W z?tMJELunSd)c(bpqK@+$7cJs8cd+EEXDGq#1phYl$k);B>BvH`Sg`G>kUQz+We*+eCH>TJ)hkagUh>y(HQ(xb@WinL zr-s+x{6oJp^Cw(uNcFka=-kn*dH;Fp^!~jWhtN=o>h89}R{cQJ=fDDU9*7kv+D0=x z%di>@0$rdbUZzA&=4qZ(C{hqanUmm~r0&T+LbAfN?9y6htYBJ#WiFcWz^ovxY101G zk(TuLXL}S}Ilga0#xF6>{-=8nukn7&?mu?_XnC|K{Z^Je^@&ac^VXj^eWD~HYIM_o zTbrRH2blu58TNIp7ymq%VD1Ak1Hs#5StCeM;T4|HMS_(%S>O~x(MXMCXqw?TT2e_a zbTe!?JLNYsW-u+mvJs5}Gc5l{e4T1!gBoK?8=qeIdE6#@^Vq^cy?VxcGg$2;E-Sq% zFL-Xox7G!t8rx1eny)HI=Q18S7B%rr}Qx#Zi%m4wodSL>@{(mr(Jhc8ZNhh0)LHn zYfq!jH6Q$GWcjQ9N1JfP#_z!OPqELwQWsR$hNmlf%1eLuU#t1`v3KpNQxUUZeYJYu^!3hySpp0JX>>2cO%IaP2*~#PZaFF+z26BK&TxW;idM(b^l%- zmdM!PvBqa;Qf5wtFUP*&o1CHP=O(WWn4EP+mQQvpnvP5LZx`3O@9LjDoS-fbo=#|t zm(KLsVTRt&zu&OF1FO=l-H;{s(jyu@c2fE`E`QoO#<87 z`$gZ45at~KB1FuLCvF8%TG1-5@#-MUFDF_fGKjH%Yn#EOm_h3^r#7pIF)?cMh?_K}UcdA0!LkF%5 zI90Vomay!?wz#lF992Z={jhl1ukcovrCPHkXu^6Ik-ztYDI1CfQUoE5=B2W!px2ee;P`F5_O7 zv!zTWT?-=jvsZ%2g?!?4&Y3riwU0BO=R+ zb@|yw;)A^jXIa|3<5y{*UxvrM23PrEryH}B4;P-Z39tr15VE3>u>2_yj3_gVppq;t zv+#SKRv1B%c+ZFpX;F00go{m$AVZdb)4OQ{$D)-p%+Y5_%7nlJ`>E3>g2$qU%EilO z$UM#Cs$(DjHT4cCUkg4cB6ogU{z-b;SaqdWWN6uGnpJUTWH?+^+bQgYET1+x`m7O! z;p=d!W@B6SD6fDhlwOVmUpwa+Q+c9bwwB>^LDbS*lT}-WPxl-uHblN zxqWg)H6xtB@4-2KZp0BkfKwf>flzle$%~`uOk<9U?#hxNLX_FYnvs)MHT(2NmhJ1t z`=!s`6ZAb^h?7n2d8F+-z;hLzNR;YD_TSmYWS$vY%T*>$Rzuy8wnBn7cCgdPF5a!< znxCn^y2UOSC&ytEh(NlR=I(QiHG9Ip$K>gnq{4Bwa-T9k$*{)b2?k4goPB9S{DyH|4YTIK+F5fijd3US0#*)2*tJMZ?*$fYlGRnIdzFxnF#>$?Sva%*l%aUA5 z75lpf#MSg2KN(3kco|L<-XUi5UsJ+Rhvi|Y2^#E0RPus;*uEqfmD5E@kaSrjHI-vDmC`s}6E%kCL>0D@i4cikA9-df<+q;T?O7p9 z!0CV4LDhr7izbBQ-qx~#F@0s=xSz}qyscFj+0n>qL0*KDB)4429>r{8Z&5$yyHpfA(R5Cf|nR^ojeIZWfoy~Sbl2=3++`^db{!$JCS>}J3 zGsuVpdjYO|?oT6zeq9sRklgG0KC#T!(pY(=(X%yK%Bf;;3*JRd+hVwm5adNT$s2j& z4?PDx@2+Znqr{gTjY-OfC{Ni`k%s@AQ({#Gs#pyQT1`|0R%Zx`&^3V~;SYF8^hAlg zZN5v}sL}2l8v`zFLzEcV_suRwRti}HPM`3?e)b)ZXF%TU zo5_6?X-r?4k>77g37On)qt8q>;xu>}PE>ozuvY7VXpNser*}0bDt9G9vx#t4ij#DO zAtZ(21yZHe>=96vk=2m;0JB>I)mVnbUF$rgFK;G4lzIl{6 zdQE`Cdpe`d&kz_bUm1G#fgv3cCOUiIy#zSw%#&Uk_yf1@}06DS5|n;q)6M72(3_Tk(=TgtXkI4R-Qj2Z^MW~gNwZNB ztk6oTC<~$>Dypb(5(IJuh5;OC)dW!$S&3FW^dqr2o}ctb^Pq8j^OU3K%+Q;bfYZC~ zOj)G>d8!}%kiO>VN!~^)z|Oh_>b$ILFz>-Q0C9DU6T2- z!&M=T`<-7bj4(rQS^`c#^7Xynz6Rtg{OGSFnxoeV8zYD?p;K@~l+<9vtB|zP8leh0 z!DtE%mZvmTuR{KI{2j|UGxVk<;Pfqf?bz(jbYAtNUyx*uUIW`}yeJUhDE-yOz|!;I{4GMZH=QDI0hXxZ!?QVi?AwReIMWXKY5`Yn;W?zl(rGC%s56m#?>WrNB~gY<;e zL@2=EC(pAAFEH-?R$8WE@`fJZ%d+-j{7_w=!UKU1a6s0+VczKiGxVk<;Pf-=*Dt*d zGxtru+56ZCbM&%q({-NWbc&V~NmWToR0WQw1zMv8N~K6r69kzT%VJm*xXP z2s8y*6%<&yMyX=iR)YEUV6aNtU(W|SlIS@`8?pqPe(nqNlDmT;ICy+(sXdwI=taS% z$P&dWA}bIi%}6l6P_!(=F$hAXd5VYfk|v!0mVnb|q{u57 z*hjR%<4b?tX^x)eY_v+sq^>e5!!d9J3tRxwX)wA>Lj}pR0x9a8URF(9!!E(01Ak`) zy#!}DCiXK!Z(0IQKTX>iwiM2>XTjr3-)V|DdWx~}kU>E?MU#pyK>A2Q6760>;6#E_ z;j#^_!*_`?+lRD@plna8Z-(Bq1e|_e!XLFGU|;7eczoByc3Enh*n6wo*{u4h1XvTJ zwRR@<4g$UmC-S~E?|W)>ZJ0li`=Du-T4tHm*r`=iK)xLG)M|JK)vwaI+Ze9M`@*UF zwtnSjKyqCZeSAMjTh;FF;{@LKHGRj(Ya@&a%0u)2r)#n}z4tvyU;4JA%+Z^^9_pDL zLdsSj_zhK@-urr@Fa4&`=IBjd%M6|Vf!_?p>Af%g`O-&^HAipyHe~4Z5Bx$VPVapK s(Dy#w$y8%{ubYS-F7yA|NNCp_6XR>ZUNJ)b;m50R^XQXt?wel!2in4q^8f$< literal 0 HcmV?d00001 diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/.RData b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/.RData new file mode 100644 index 0000000000000000000000000000000000000000..2cf3d913cd03f787072be49dfaae23f2e6d0fbb8 GIT binary patch literal 515408 zcma&NQ*f_K7xlYhYsI#0+qP{dE9O78ZQHh;tk||~^V@aa@9cdpCEQ8j1vZ(KYV z{nYHnkA(d7{|Myr>xF;m=jYe=Mx}{pd=Y7~Ni&OGXp+=Kn3Sj_DK#Z+l7z@wQn#s@ zz1`@xm;FCWns4#rq20T;mVftc!9$O31*UZR0V(#uee(yb^-~>cl{4%&+8A4{-tMfJXcQ5+NkK13~j@mn+ zpSN{4-({PEyf$x~NP2nh!(&N9H@L51^d9tlvdZMy5hd_oAUwij%bYkgG62GCqOePoeS`G?y1WZE(BfK>F>gB!Pq4fG_UJxJ_Zi%N~f&XjT$6gw;CO{ppOhcD%>=0 zK)FAj`20d2(9k<0>I-9GhUP!0baya99Fs_@iH2&iJtvVE8HJ`PF?5vy2=fsoA9 z8F#l01(z8Xi#N42yFe{njI>ZJ@7wnmm6EZOhzI59* zi1$VI0@}Qy?mWIB{?=BS1nlwXxLtR6`7=F@7U8STyVt1TJrfoOdcuH@6eFnnJV8&t z4kl5Z2c2Fs%y^eQB4(?qKQ0|vWaC=`2${*;-Gg&!_GbL>-gd#t<_^k)Yo6C{iJ4S; zD`2O9ej+^ci@TGt**|WgoZJuf=-|xK79L~eX8|PUdZ^@v>+xBe03!&>Q`nit-W2WI`~go?xOiP%$~>6lUqdlvW7`xY_cd7u45DQ^t9@t z@NRtA^wrB1<5a&_YUDj8q)OANlKTj7Ip~zMZ3wSM$HnmwZjbCL=kS**{-8sj0PDs_ zF}|ylc5eP;dq}^X-nvXiRN9-wCE@TDep>I;gR^5k#|W9Z2#QTP<(=PhjK6~8|>%9NSGCETw=DhN4l}CBOYEwT_b+otGDhHm~t7;an*db0|o>nIg{S33>mU+zi zBzxgRb^?_djeKD>aL{oR#5ys9m0cfgjopTgc*^Oqc*1)6RJ-%VN`QU-VK$Fs; zN|dv29`yDnrFeo5^!wFV+1S*tkhA-o`M3%{sEpeQr#8W$ZQn6cYlfg!W97YMj2htY|1nBRey_^jnN8l)%W@$PL$IX{{~v@POafDJd2S1S=UaB zRp3wMqW0(QN);7N(G!?97ffWzM4o*+j+5-IhDVFVtG+$E>em}QATKP873>QoqMfGI z()fB_@RSCBI<_pjlBJ9e@w1FNh# zxUH=C1YT-KrNG~`*EglGX~?{CB_Z?uG<1{vT9D^r%Gpj3NiBfDW!@ko^nAlwIn$q9 z#r+ohin@imWaZ~P(8u=Y6#?5B+N54B_&S?V(=$Cy`lijnB?;0T#1~6xVj?u;r0o56 zrkcb=IJ=$o22nzJ0=rnQP2)6mzdE4dW|MdZSTRP7f}2HyfOE!ZXfgJIGH*#h$MblS z%fTf&nk5P+*BJP}m`+q#Ya+IWUz_J9qQ95;LUs}6L-A{n=Y*Z{ju7^U=bGDn4pH5W zp!Zmsp3LFf_{6XJ zTTY4KZ|Hg~Ijxq5_8&#E_- zXh5O+=A4~M+c%1~+}>G@&wsdRA{_pq+u)Ap_C?^u_0R9gx9dGM=pG^16M%l@fYTOq zC^ZwD#sCSr8~G7z)YU=9(l;;YakY1Cow84V)ZX9@i-i$kq#R|#9xRZrRS%~{YgQO0 zCKWFymfh;$Uc5(C4_Yb?54Zkwb(L;x>nS`Jlpy-dbfi}&l2;ezH6~S)u`X)q$*}r7 zMq{LiVIgf4r;c$e+giPVux(Nkdm@Wm-ED-W7@M%I&9oxtbgl+?EgL1}kDq&EN|91{ z^LMpO{n5TLSQ%2@THQ@HAL7rGxWX8QI6a3ur0)rgQo4qz@Qd+^zbv@JuJ*BB_qmpT zdBB!>D;J7DV&E92cD~V{Cu9)IC*8EJ^TV(D3B*EZz9&YF`rV{QyQNCnP{wjWgQn>O z@K2t>`!#5xdgh{Q#o$GhXSAzmBad%HFFuTP3Fld%l~b|zRDww44wvU42`qvhMvJqh zMnAsho<(ZN)2k&bUXIzaO? zD!cA4$3{dd&m2$jtp8i}K&%u6Ethp;2iXv@A%}2Dc zsu4PgODS^{<1dSU%w|DD`#rCJf+%-g&K^u(TBLU1a@n8UAiiJ+-WSc&=Mr?25ih}=DyPmmy*~h&8gp_H3q4GlX)F1im#eBs-Aw<0)>TJtlW4Gf%`Xc z*MKh%8HZa*^l<93EY_*^F!9yE7xUKwEk#<#-S2NaL~aZc8tN#=KeS?pm`5ettFSEZ zdyAz{oI~Vq#GCXpmI80VydeuyHl&S^(P9&b3`L?)qoRCH5 z1Y$f|b=rZYd|kv6bf-TR-fD_nezrf|ONBD8-xk4o#FQbWeYRv^Ew~5{#_ZbDe>O8T zY3}e#9I~UdG;KEb^!aa}u;8~qAP_oOXwAy}p}o&I;TtA%$7@)rtq|v~iz}atm0o~( zk3fiMk!vx2IiDr|3v3+5M!&A=OcApG^F5f)o+H8t%|=9z!+FglIHJ4KnIC$dj_rg~XaS709uYv`p#j*;6)KtV_X z_sThZ|WrNlhHK(|SPci_Ts!aDG4xU>;$Pl48yt=6W+|!05{3$lG!TgKKi*u|i3%6Aeb25Br^ws6k@;_B4KlTDCAi zB5CgN*n93q8hX!ZwlyP_>BbVI@tj06KDuo1^Ee3IAAvT20l+nWlOp_+CeduULMWqf zT5TR@F~lf8)yXKH8m|8p<}b9iO-%sWGx2x3ZCcvmaS?g^LW*%jF;`tzDOoe ziH1{l_y`rn@v(QNnP~VD)+ByO+54Wg`U})f&<)}qK(_nF2uf}W%!%FW+b>8ufo(0z zbyc8v(S+m`9-3F*5sDLU#N8}E2U#$XgWjwfr9l9SS2#Pc-2BGq_~Ev?!5c_IOF{d! zg%)bTM0bnE*V%X-1RIS!ht#>EW(?i^9SiHwi^{bg4AFwtxKv~aB;RYz#@%!b10>_E z&7&a5&*b|vyXu8$5{F~IC?)Y1Z>T=^8s|>1k6k^nZ2{luuu4wLUoF&(VVqu<9n`>f z<_pUS*{)2cJJn$kgKFKhPnNU-7{3vr zdSlr#o}1}RL4nlxYEN9%btHt=k+w5lllweg_O1GSVpZm6@&S;U*N3F7+j)I_B~)HL zkajrB-WN{1>c2uj69U@GFbO(;ESH$)p;h>qjWxSSB3YAU(c#mi1fpxYf2NfomiI-b zw*WJr4vOris*3qwSWhA%?G!!65oNZ!Hg}q3?Vph`C!XZbMIv^!^87%=j!vCZ<|6$! z#xD6cr6^<1sQ1Q5@j>^p3FHe9Fn(<&sP%!RFkVz1q}?c$`Fm#})b?taecIaoPdwg! z4Yj!lP8v)CU&!&foJ^&6b7YG0SpOWMPcO26z6FR)a?2Eb)39N6?JeYKAjX9|oJhAU z?^tK3OIC-hv*TC&*lfT}@!nGs zjh?T>sPi`A66M{k>LI)w;UlU$0_X-)a5LH|+X6`U4U$W|Ts}buwY-$^kUcw*gsd>J z$=YNHqnyWVWR56MwC_2&a@s+nA*wy@lRX)X=p=-{x6vS<7%AwQexRCz`a5h_z#*Gt zP&Of8;UF`o#HD6B>xjZ1L>iVJKxXkWjeaWaiP_%k#}Ge_3~rq)NSMXx7ja5m=J>GS zYe*62Lm)icwu6SL{oUX3cx8u6KF7Cx zP{*}=QK+OgBjbew6E%~}tHsNhDu~W_Od73C_8doLMo`Tm3xz<=5CjKW1H;2G;|y_^Z1OIBpk_Pu>Eue9LWu|< ztgLsulki#bJ-j7ASGD$%++8MpLf=J$NOVqdD4erQy>}!mQJ{ZOv|@}-4&MbbDgCc| z!gq%gx;c!;rNn>s5Sp0PCh5CNf`HICTPZxz2rzeIkBK*jqa?^V`HKdE)e|b`)FJw& zmwqk*!xER#cI##@54_8@F*=JCy^-y}sI{MHX;6#K@WQpe+5NZTrDoQ|;)Jvn2V3_< zP@##BAfRbU`AXB13Ni%f=958WXq8CDOR_E7j{6}M2b-ysOQ?BHGy&ve)Oa5dL-rpP znga^@3(pH5LQqYiWtl?Bu7Vye0kAXRm}9&ni@QPzct37n^opXL zQYk!Ve>g*y;HPWxbXS6q_OmxJaqk#f|L~bg^O2YB+?}k>T%-J1-8M5`P=;E-Shy_&`y2O6@RLjRCjP6PUa*57~rsRDF6@#FmE@xJAi&qvBYDiZ(iOmNDCPvQz;fT**7ZpD+QDFAMQ= zzpYtnR_t3!9*hdT4sta+4g^+B+besnUBjO`9X$#`j)0~V9@hYDE#f%d*M_>{+ErT$gp+B zk8+iWybqbb78dV(uP#dcdv8-FRob>wE`RX)YV2cNT1hc?S7h#0CH1{zqLIir*<%Hl z*9Zcci7*ijmF&2yeDJB39QRM!at4QjaU<|=Y(pC0&QqYLVd4;ZxSGy2AX$rWXbT^4 zS5L}5N8Zhtk7t`&xY42v&uU6{I8e3-H%NHZBhukIsDMYW`FDN+8FzbCgYoV84QW}^ z#Dy)WuW3c-;;!6V%KIm>61QQ zK5JCoa4XAE&PY3+0725&(tCZ&v^T?;Z)`PTNB~TT}7O_QW6@ zzO0o&*lB!Tjc7{L!x!H z(yw%9a*&=a%GVD{rvV)_t+M`C;2M7t3{NMHG|P6LEm95lSS7MlQt~~L;EMRklklBy z{QZHd|Da>)pLUKlzGS)c!}@+1{ByK}>fSpSk6;FkcW&BUREBrcSxaQqp*RDVRfmAD zeYYQaUl}2*%>GP6_qA;4t4^~)+~PqW&Y^%E=liTfib5eDvTII}PT>1Umv4 zh9Z3Dm3;4*RlTrkT}2C+gTdk6%DfRSoh>{fiM7kBh@tLI(uaTZ=yK`Q0?DVEr}()| z;AVlK+Ne?i6@qM>saP z`5UYyUWx?y=H1Dq_riAg){;R#eeLf#chYR6oHP3|u;JUJ2RnN4b44>l1&^dil6Bqj451M#XJhughWJTvEU+5XsBjr2@rKfM-;%H!o0>gCfo2bt}cOER=b1W*pk^GE|0~^^D>eFA60? zu_9pk=`7`j6}01EAvUY}ib2stJ6T(attmX|F^8N&SRH)hu8@D&@N^nS`aRxYY`2c` zqmd_&EmcSOHS~bs#^1s6;m&)^)pyu2P8!1~SqeD?#8>$H`4*0mS6CzEk>o7890)NO zi)yiE+(5EE)rQ~+;&Mj~{lzPj@A+{2TIWq63d*o!q;|@^zI9!bt&xgdy?}>VuJ~bVAm7aCe&EMJ0pB2(nI?8lFeT)$Kts^vv=gHxx_i zuq!7Ga$QCFLzmw?zC>q|*IoLRt-Bnnj^o}YOHx@nyzdHDsD)1n39XrnMY6PVMdDn@ zwEhwsv|^-&&htXMu{hD854Ep_O$l`PT4?~XA@jbI%}+2pLqB>KUKnDV<4&-L&SQWev#Z_v!D1YSgfpM_8<^SG z?{`h}pgNq!(tB}p{>M?fV^?ng7Pwig1GWhx2&Jg-AcqO|qn1@R%6qoVD%ZL5v4kG5 z3R49n?yyDKoISG%pDu!`I7)XXKc?XbLIwaz&w1bBa2pRIEEO2W2 z6+h3uDRB9wY4gn5KK}ZSbsXI7ve=yukw|;S3_>44@Esq#Jy;l?w%{XvUJwrtY8IB1 zKGrOdW~zda}-U_xGe3N zE{a7xcrHb3ix9<6idmR`!rqJEZ-g$*aslkU<$Mi$^lkvng$ zca>NC0Y`<@&iRTT4TdvA{d)Ahca&fLQ3k*1To6-V7sdWVm#A=fz)3fQuWGSw-uc@F z&gZ+`wL54AU##_lM(1WXps4=v_#8cHb}*y+5`!Bexs&e1mxm|Z!xKBo4rNGCTEscs zcw5=V^rp;>4sI0sO`lt?`Fa#I_7kc)hLIvm5?RH`jr@;ym{E6|HZBbO(N+3Eq6j*> zRxlwn7s*uT*SH}sB&u^u71sHghI5Yvb@-USrcuNK6H;oQZ_@!ypchqB9xJ} z-Ci}M{&)>Xm03(-*n_WM@d9&Ym$R%w>G0Bf#T;sNGk#ZD*-n@t`u66$3=hm1QLfho zEEmHhzdOVnL|scwk@$}=8k)U#U3m5tEhvgzc>5&^kg8^J1O%N=Uq&Q#cSwuKBuB}; zCHklfg-NgPZ2CAXQH2Zr@FjoH)qZU3=P#+ro)>CN>Ylx^Kz;o;FH{GsC1K4=6E1Mu zl|@(hKYmgOU);U$fIi3g_1A3Lt~9q-Yk*YknH_7NE2G6f8q1jSe8lScw!Y5p46bk0?Z8fMtriqsP zU0I#occtb-)-^Pa0ljUrb|cpzxx-zFUvD)FCEU*9SnEa`|7u|^;eBZPRTj zgR1Az4}GnW2&7v9KVu-~5{79&3!{*E)A6^&i z2WPl?IdsyIp^kWtVVV&*hFwB+9sXQL-e_4s)+ZFW(2(;7vVVbZ9PMNGbCt6B+Am#wf>PxHRX~q3Y`O_sI7WLW8%NHG)H#VexW&67CFF9>w!c zuQrwKfzqY~5a-j5*c1GmfEBSr4P6g7`O6Y^j-<9=d)O+nXvGY}*Y*iI>sLsewWq|G zRSI6Otm)EZg}s=Qo$aVa(#TQcWH+&G1(nd zu3`;ce@A(wXf07<-OTJ5(L~^{x4Tr3X>-6ppIsvPIsCJQMV~S+sxMv#=i1Tr?UT`Q z&IWWvVJzbXkZqFms@x>@q2YXT2kdnz{I#!f6I7*EPxvQQyx)FYV}Aqno5rg^obYiV zxC!28ySEBCqME)~>6Bf9-}7~UBnvxLelA~rPi_SC#_QP`jm!=*+vQGgC%b04fUke! zMl`V_ZLU`pGkRW(tl+&{xM1y{^R!!KVs+N6UYFqZf=76{{0VUM<`s=*W15zEeQ`M?p5=A0##-+aS_bou{J)fjqBoVIHU22Dl6A%Pip#Sekbd5U>IAd6k-m zC0?>aa@o|XOb`|I*%zO=Hm)9hd;XE9mbr=9)B@DPMSSr2xL1E84)#X3otp<7;i_klnkMhK* zd-g%DU^KeduOzU1f!1EqPdRp3%{D~t)|#Y@btANso5G2Px+0aKf7T#mJ0Jq?j~^WR zh1fzh4=H~~_AcUZ^+TvK{v01j>mgiYz$yo61&{7!b55kuJkXvRp~5{YM^(?b6P$rE znZR2cP-Po0JETu(^v5`P?T6OC{EV`fQK#KpBH`=dhI3rj$k-ER0krKJ3`z znFyPY>;y9+($0M__T@W^+-b%Zn~SHDBo2)ix+>B*4rChF3ZV;*XQJ~*2k^0niPPW z>`&+ALh0X8$@Icr&Z~XHijGi0!X79!@%t3?p((}*iGRidjlvpBQ#?faC4Sj(!TI-k z_QK}LFuMMck{j_we7*pt9&#@D9}(NGzp(sxp%;YVuBXPA0R%{ zSbd}pYF3nOyy(|@q-im%_-4b*U~vX+XUkMdWivFKUgiIqx|yAZxzkPx$p@CZiRD}u z83zPE^8MxRdU4prtVDAecDr;gYhB{1LTF!qDH*(Z7Pdc_!zl?1Ty+f&w&iFBwlX<) z2NNP8*h~D{7t1jOPCTkrQrZ@mQM>$@?6dZlJ>~;rWZA4Efhyk4_h;aDA}-Pzhus%3 zyG5?VFX`pA5m0x634hb7E+w)v-0OYwC?g!%=zL^BD(h6Qxl!VTfxEYoMO*(ptErmZ z>rV?zzEAG8Pk-gt6pUTP+A?K*rR6zJ8yt)AAf&GR8Aj{ui3elB*$#`T6B32pnlqqf zi=kts*WWY~4~vbL8-N3@JbbyvamjF%hsN1~|6!lK)0}x5(Ra$(GW_y~C<*5$y+#4EeEBiUu40QnY8|VyO8~e}v>D`{nxPwj|z_a11 zmEKj6opFrkWHcDd3K@>du&TQa;N<2BN2c^lsz6a@JmKkyr4re$mC^Wd4JYXFGYuCw zuMVXXLTBdewf;xJWF|WDYNk%RY6aln4mmJi{E?CCXdHqDQrxfz7uE|HRtfy(D?x8l zeB$kj=vVjU=8GfS7di_bt7n07PC|En-Qx>C2$h?RqMX}19UVkgll#lyQ`g;i*a!?i zGdo>8e>DW!gS%3(?L83Q`t8=+Q$8@3vE|zl(IW`{Zh3=9-G9%NUNs&Llhy{pN`XyQ zKQHIKQ0%mg`0{O1U-8D9mFd%?TVDlt_s`8^v!_H2KDtT#G*=YB0K%gt07{hTNk!J* z81=9nI@F%4140_D*n6F?%RerG*9^yUc=tm8)HOB$b>dJi+vBbhUYZVmdsB}tQaNTL z({fAS;6j8&bf(`v&Aa-EudI<+4hkHh>PWRR7r*V+_h4xK4`KCG&9lao={JMHCA0T# zJlvI({!qd~XS7;Rg`uG{k@*rGJI1y+VEm^f6P`I*J5748Q>*NO(WScv?Pultwm2A^mqnE5?R@b>SL- zU(MNJcW&p-w~Bb{n``nnm^-74o9HG?39D}u)`hvi_UIubOtRqOV`>)ZqIh4#Q~pyj z(QAym%s_Mn?mIWKSTCNeU&V(ye#2E$Xig%1quY<#;N~zh6K<%h;7gkv?n&bx7POyc z#xzB=M!x!+ZK{@l#tJ)ex$$s=+hH9*JTjUF{?G(KNeL!y+8w)jkQ|45R?wW-Flw0B zja|=icaY1YJaNAsYS!tv;dxgV2qP{&tVzZ@;7%&wfhQo9;6nj&sotLew!Ps9CfuBO zB)t?j{X-^_%x+Hb@-I7~2kV)#SPeN^Oi9KAuF)bjj**0?bH5gA4H%4MBQ!PZ)9V6HV{LF_tbplX40CXM&0{-6Wv*ZXE$Z^U~qq%1wDOP&M)b zcp1e5v?ft3bn+oG&-SWB1t%rwb^q~P7*|pxLj9&NhDoKL;viAA)(iwE@{X_CD<2Ai zzaC)1&=#%bCj2ej_ym*{X zY%;MedCJBYyfxokA@vZZ!|4$X&f<9Zc+j=m4StY`sg*8 z-+(4LV?z&&hjizb|8#zZfJyqnmD>%G@;9Z^zC%cR@qOshJz3;?Yp*lBP^B}YRvsF^ zM8rh)B%d@{m}u)72rGnU>hGMk8O{KI!;NPGpS>~QcJOrPUY47tRG{J%UX_yE(^7)r z#6eS<7Xf7Lk9O8hwfM^qS$DfR>}jyNrvCBx{xu{G9YrM?M7&%vi^93(@4#g=^TiCC z_G(vXB58b~)oC!SPlW%=<=CA{S`R<42rtu$*9Q*iBXDan)M)leY*O7+p|4?o)Gqz# zQ6MV4gOT z+2@|!C%204BC7*#oaW42;*&dkiQr2YnnNt$Z?b<|FpEGy+s!xU)qqqx=u5c zgZ23teTU$zs{EurVr6W3QSKK{q?U#DC*0<{3y7*$4Xt@osz3cN_fW8mhs|;BSk+e* zkgWdq`mqbxh^;!YycnI9Q$|6lkB;vt_H-Xd{qZ*DZ9Fn4GXw8jsl-}q* zl#SX>u#u)wK9%l;%0nmJWwgd$+1?2tBv*DfTn)s&{z1m=kd0u6X1WB`+Dyz55?yO2 zIV!=4r%phImr4Em&;Ijf=a!6DX<`0$!pFpMRi<_Cj?L>XAMxe;;67f$Y0ywAR(&2L`D=Z;o{=2Mk|Y#Sk&n8^i?ZpS((2Y@uq6i?d@Vtnatnv z&n%r@LJ`VT*71Dht1v%l+IWrO5$BQ5cc!a>6~Pl?C6u*RAhg=hJ)Q=aMenL3$Ce(R zwy1yUx^*YdY2!Tv!`wmzspl9sF4PI9pogv3%`n>|(}yMvnG&Pe`s%}((e6D^x+9Wi z@vP3C<<$ua8UjVWp(i1D+;;ker*UR~vM;TL(-wL8N>5*4AAwbp=$O3+L+~Ki4bMy! z7!=yG_eCiH@`(RnRTE@B|3T<8JhKWR@2#!yE$3Qxwq^FA-h>bCUE3$ZRn>Ozv0$MX zM@wt=wwb{unH|TA**%Bf+y_#2@p(Ra&A)A&K<2C;1%mcONHvOitIlDi->>`-O2U%o z{mJzk#}%DtlS9uou-Z(X^$@g_k>G;x;jon1z?bGRNM48jpX-<_5Wm7y1kaLyJVRIZ zy<5!=4oxUJ)*XBizC6lYCbs1l#(y=-(jP7C>kGQM@Rdg>gj2^4KRS8l#-VCCDR<_|Xl&{aIQKH=t4RZ9g&pK&i+oYJ+rewO>+FM`jiv}8Rf5-l*uRsd z!qQx_{r;pdjaq8nNu7Z1=0Rc>iD$bsc~P3u_6BmfsJvhU2eQ21;d;V(sta9% z8Fl#Fu6zovnEhgpGWVNiK0#-5B&*#z*%@gSg*L+1m`+2yL}p#HOHx-!BC`Ggo7%r}1dmJ~gfiKgEqv$PbS@6i`?&_`8M# z1Ge5NZ@t8S&;#`^`DVqR?ZNX0I(si?o*G2O26ABV`K%-h(n`ik2SLdMV<1U&4)vbg z*ueEn_4FEBrD44KC)0S9RXOQ9Nx<+gtCx$bjGiIjMjjYk``Vge7aj3(cN@5T>xIdA z0uOEX7IYU1HA@j#Lj#ku62nSb8 zM$PN*ERV(%wDFu)xp5Fra-}7K_B_EIck$U?p?U)n_TjDq;KZ(9-r1vBXyD<4>N-mo zWqC6@K2=I(DFT*U0gM$?vmTA>YpxP-*s)vJhrW-<@poKj;;n2+l#Y7z$GD>@<;`{g zYfd`KwC?%SaK9|E3w&_)f;z(P$047Z*4c003ofZcXAO62J)@G_J1~H&r_OdF-r2T0 z0=G1K^0)^e*lcQQ9CcGsz)^x1)$t33?3j#NpQ8gk1FUxWHT2m)c_jic&cnNCu}&7g zz$6TbV=cf;NhYwCQ<_~ZXvPZv3ZJm!pA7O3>Br?Qg;U`GE z@J7+rdT9FsZu-{KlvW-BRA%p!UPbP=py^n>tLhmtLQ-x{I^hA zwNtu!7OTM7nabE$4UteAlMQJ*a6SVWm%Sh(Y4K>zsp<`oR#+`rhQBF7Vsz)Ba${iy z1&4a?Iu@SiR}vhaD?+n%N|zSG|x%%Z43Q(N12TI3W3 zUO?W+K4966W>&q2Yd!UBO5$X{0f(3}T6%x^5G$bwYVt@uD08?~{x+dUBE z`_5dTO@VdP_Wc)Qd$p_k^;nOuvx*dP&BU7WwNJ*h5P-0WM+TuY`k?{?_^mxRW1DYK z;f1H$etz*3L$QOh(3KCdEMBMfy?s6ioHU=`Z$qD`DPM5L8g&Eb^-Z@IC^(%tfQ_to z@I|~wJg&D*7^xdGO#J9%|6t{1W|@H6d_MI}`-$?-Hj<(9%UmTGk_z}U$(qbrM^Xbm zX*cc?6~Gs6IVI$9rbqkl)WN){m$FRPWl-n)wl6bi&4KTdiiW6KItFWY>AIdyppJ#! z@}3Oa{_utdjsyJOTX}%zY(4i*pS|;L_U}TLpwSEuI(Ks6;pv1x-Rh~js_oVtQv@XQ z;4S0s+D+k^{Sz0f9hW+npQW*yo$^_V*LSr;5`mf8O1S1&X$Lls$XB{-WzY;kFz|U7 zR~f{xy=jbif%)H*G40(5+|7#IS3}T`JVx#0s+pkKcM#$&Hh7_WN0Tx&7yb%w1w-E7 zn)K6PN;E&8WpI{&R66Q23&Y~e%-tY38VwPA%Q9LlV3K{_lj#Oxj=yuAHg#F@MbKLw z+w@@x64|82$-PMROA1|T9hE5(#2tKdk0@Ruqr8?xUJf0C+}7R>KxDExrR1NA10l?t zd*5@{r*8KVOES{H{*BJ8CK_Jgoo{^a3%W1?ecuQ|=R``g%k4X@A45E@?(Wo`#rgpy zcCCcj;X1HaWoBrfHgH9}iDxs{xPzLhi>uXHJ#pB$gH;%ZF$)z=J+$!&9PZ1k=Cxq> zG_mLGnHQu6Gcu0Krpv0QzBcK!xBW0=J_{%%UduwM8km_E{_L}!CXC@rz385F^S2L? zG{2yj+bZ!k1I2DWznF4B5b=#JO7~tPBt&hS3|so4E7AHLX&=FEt`p+VcVcFbvK!u6 zDnK27;OU`_U2G~nOH83tcv8H6&%6LtWPePF>g)TJP|7W(fh$)T)K2bp?}awv>--Es zSnpr9_QGMR9P{=slTwy_bn1v8WJJ{B@U$iPRg!;B)k4x3-o(9q!65%u5I#v%Rjpgz zv9rT3n35a0?a-zi$S#d%!JsC0@qtcVNyXJb*)_s)Ss96-%*s)5n=@S2zwm9~5tl?( z=vChTV2^;$3WKZO2}P(2hMT#f1SweaCxl6C9AMj7L)Iv#6a_>gN~#V&deb_ddlt1H>AttecvebtWnLWtbKKG7y_T$eBbOg zThg)og~{_j?A@n+MK@lm%FzldAk$&rS#V;G7TW0`rY8*nO)sZPmKHf!3^kbxo8Xvu z<87A|PJj;`!Hb~{CMvvmO<3NIisy?zchDZN^Vt|4nTM5rhYR0)MDxt79*Fz5r*^7| z)k|9cD9xf0R`EJ(N+;ex9X@jzG!45Eq+{5Ir^XV@hjnGIqa^+67G>aM&-cp!Hjh5Jq5bp)*#!s|T*B6Q8x%=)0o|Kr*8licl5e6P{j}@MjLvx8|2G z0EG*MTl~?z9))VJp7J&42*Cpzw|SF+S$f@ixOCI{T>3u%LO{L0CTQn+#1>lO6yH;G z-h*~m+U0C>Z|th2;xwPlA+YHzX=O5|VfDG|4ORmNL@NG&>mY*n$EidU|3E#})o)Fg zj}cfuiLy=PT*jpx>)o{+Ea)w&ghe2@``&fYTaU404AqjX^D z{nz(ccz0OWFLwjB%H>swFth?uPJwx_%npA){2RAGVWI&cet8ZD3n}>>^jE=Q=p*q2 z!3nbS_T2B-x*sycTujaSc3_QBh(joe1qYUdh5KJ@g~`9$;1!`#bGc2`{t}we5rTs6 zut4UBebV#77etCYWw}R(JE8OZi^ULrZRmVe`!OJ{0^jyg5|~OVp@c2jPEf!enpUFS zAM;HUsTR2fq~i92cLGPDb-`xnm-R9i-&+9PWx58u{^d|%YnRs|MT0T_*6Tr+&b4^M z6Y)f<*4de!vm4g(Tbe!cW1X1%kp85V+ZpI?d3U|(=o4smd@Q4jSgGB{nykeGL#lRu@Cneg9>9C_b19iIAWB%+p=W<2AG5-?r_&ZolE7x zYf&eN6br0hSC5GxDanE2?5r;2mDwp*B&fl7HWO75Wd|;Kj!_;zu7^Ek)7OeuO^{Sg zIax0zflX|2VS+@+SVqC0IXV_fk7^QzPyR+^Fb=CxM*6zzHk7$-Q&%Sbsk`{Qd%x+-$x`F zdK_E5R8FMU&5j=0dJKp6jJfTc;KXiK!h?M81nhRAnH4)9h?R+3hA8cq2uvRyhL+{Z zz-IxU-<>RTL@uU!t78V1&~+gOxaXVji@@Ag_=x*&MC zXlfre?Y*!hQ^$*Ce%W{Fr8h&F)(zpqnG$fj?t$%%l@%nlG^fA${u~CJ{}jJ$evJ)Y z5BI;6xsJ^;k!RhlEwF08T&9d+8J1nWC)#7`PNc|9Q2zFD6V_$OU9%2nA<_nIxqr^( zD3SV#<1%-@7-X6`o@_WDK;X*Lsm~s-#b7Fnp)U*Bn04Xdw2zN2Hq5N(uBARW_iueW z=BzKXwqAm%Jcc--0aqf;wfLMYo9mFZ?Rw_DmlRO=A*!Dt`3QDA_Wc^_cMThNaxi(L zA$V3Z%oX`Q$1>F;>l6Lxy<@j!cJ&pky6x2>n^FU$ibA#b**7tTJN--o??=q}{;*Fx zm>;uGy``?^{f>$I)qKj*Byb|tIju+bG!oN2YdSN|5vhyvb&s8-z{3BlhtfKz`nuHp zHFVFVxD!cqP?=)sJSLj2x<(Pkoj$$ml1c{D9k{n~*?|`N_Ux2> z{m>PwZO8U*+)s_6dE)O>?8ISIvuwQUoej2i9eIDcEDLKrJ_+rSJApmy*A`E?sbf`@ z`^xzNUg&HSPs%W0L869ozwQHS9DV+dZJe_V<70H^emdR7{CgS8uVZqsSug0}&v{zx z->CCNr)~slrJUk|ZFnHz$EI6qT>a3$Tj-1brz#@r`@sC|mb;16g)KG_2F%#G>H2M( zM^)G?rWx6k{T@3-D+_5@MX+&xsayRkBUZQmn_nYVN1yckCWVQoCipcL0&sG-`|;&s zR&1J+v{1in04>{%P4@HKz?hjJpOEAvn6JE@-a4*_Ik8z*CBwh5lyY94rcMEiir;QL z^8E?+u!PVP9__-qtqN_t!TTYIrSQd~yd>H^aDBaxdJl|WZEfvc>+eT@Il{W7fG%D@A$O#P`Iv<|4vq3Zr(4ttpYR?4f*$$Z;a&`Yvqt1|rRtGkgAI zFky+_&49x)4nU%(F1Bk4#{sauvh8F(hPlYwJeb{zbwjVuwj1xl8m7Mklh|eQZ#`_! zAvTt&bU6r8-N<>2uW~KVdt)2d$VjBwY}d4MbOA@+s&!=s|A2TYf7{p_CeUA(67C^hTX0&;msIh}E>;ZOy3_iwtN z?U)2LCgxXGQtGhtiNm;=P#VtK?|HVfY6JEeQ%|nY|H0~@(C11qV&G3}v9$M+BaSfZ z^LdoMg>sVZtLOVPv0=gGG>2tAlEQoMZ@o~8wHt#eqW23zD|bf_SI|9d+rMnQk=TR< z&s?=xC)hFT*ax37dnxRonV#4uGeD#$maO`^cMM!Q_Ie z`>?;7;=-Og6gc#!>R9GS#ak%Q^>V!IeFmqVJ*Z`hipFe@`x6PBJ29t=!COL{ z8S7<_&K*_o$DZ@$lTT05ujTo_wfPxsFy&owmCuA6mTrDlc{zR)c7%(#SDR*F*&Ji* zg3~hAuslnYGh=|?*R+bgXLnTN5);DoS< z^RzTfE7w(omH9yI%%iQ{!BI#o*5vrW@(J+JDp$#jI==2S|D^DFE#7w%@jhh2hO60M z&t9U8fKR(SqV|pkVR1!#`wx?09A00=%IS)I&5B|X%SPDsclb*faedkG;1YCo_Yf=_ z%ZQXoX^Sv*532HiNPVLHhUKy0Daz$%F?Y+q<4-@jnVTVA1I3Bso99F?VOQW*=2NSh zSby^Dv9Cwyfpjk8&GXnG%xlyBVCL?Fa|vv>a@}5F`b+Z@Ejc78UiRQJQ2mP4)h{C6 zo*%<%rIw|~CrZG9`o!dE{Z}{}__v|N;lr0&@*mbh&vxEm!5L0$e*f*p_v9k1c;8MJ zJ+mMC3k&U627?G&^oq82@2!Jcw_2}v!B4TtQP7rEW*c_QCDcC1k%5Z3q7r-CaOh)p zR}eUDhE=|Q_itfqrLY-q2|Fh4tGmPg)(n4_2PKG<*WqeQ9s7uO1(9awlZ290S*Rah zOW)#$ppoZeS!?6YnC6{l{%ck0O=o% z=BW}$)OR{keX$4I>!Ocj$REbaUVqDLfOVS0Osyi0p8H(%)kFw#e1dmx zZdkjIU)pvUO&ep2U?Sx&p-^m7AOG<|UjT`=Dh^3k7{UEP$Wyi~Z!Gwmw!DVgfBVI- zOFMgSXj?qiD})u``D!TVlV*Bkv(|sciV`?R&O@f>o$S{MGfmRr?Zs?m z`E$BhRguV_+$Mz0t_&Y2rFUTdzjZ(a%9`~u8p_ZYxSpsz!kJyCH!LxpCsHhRW*Mox z#ID}I`2f_LKOM8tFv1$V-YxsU1(tYaPHdjBAkyl;C=)gEz)p+PvFt}Ra6mFfN_j&N zrpcyM&(bWxuuF>mLZUh@v|CKL2u{J`2Gux=l>=DEdU0t7r#_MT$U7;_n8Y5w>P*uc z&!GCS2z5>I7R)iUVc&8q1qRkf1=O!X&MB7lkxCp1wm3BZg%#42OI`Gz=)qv*aasKX zw=q$Eu)*hBFeaS4zz}&Q0*6z}@(U_A5$R}z*&k3T5t;sO8y0~A6$$r~9~kkswxOK- zu>(-SUOU!&x`Ie$dR1%Up8s0^wVALQXb*M1b}Ia@&ts=2ThH1N2%EFgXqSd_ak}Oe zDS4C^D~mnc_cYaF^7+@DC!NiZf1D|spWKiDk%chFV(fm zc1z&ur=Og6)l_g)bvR`w-#w`LXjAew<0ur1uWn#|dkTL^?Am5kUC&O|QSz0knJ zskGd@mXD|Z=#iGVi8YON76%RGaANBAUKR@~oYWJ1yieH@XG{JT3WFZ|riNFSQZYK^ zPiB|mbF64=G%Wgk9A{kD(xZ-S%-^UpTk5NVCEBSPr_-0P&h*1^AM;Es($?$l)+)fE zYt_LA{G5rDdtIgGWL$_$e%(WJ=I@D&?dmypN42m`dA*^N#fnq^_C=45Cx6)y$^n(s z>l^P9F?W4gl5`u^CH^g_g*A&_EczX`IOU?t-CnMO1*eWkzIe8oz~=dH-tyB_w`~K; zKqZCRkqP5E%(h$>eJH?#y*B;_?$_ML+N-5zSDwGc98vuqXRTjQV{tTJGweN9aI-!? z!}JGw&ryf{(sqLAA(Q)cR`giKnaalSh=M?QWR&jDd^QGzS{O=YaY0kp-vk`;#w32< zXJLV?=`X=ac2}|f%&xbla%$i=)%314?=&p`JKqpvp4!POX96=1T}MZw@{pL}8MTvj z8}#h>w=THJ=`u54=?fh77G*}-hgfxLT5{G$30jTi;D;eKbY6J7kn4X3YE)1EY*<=r zk38n3hVQgs&l$eKO7?1;-}W#5?oJ34NV^dM?Vl4PgIyc3lT}aZ_mU$vKP~QYA?RcJ z>!$UYS?uAMylQ)c8GA?kzch6p#jZAiEz=2y{@c@@yb zaX917s1*EBvXB>Bc!y2eMaGE|G+4x_V8_k81#x&_8{LRGHpp$7+HffeEvaK9Uv48| zAs5f~A}jw9!w24Q2xzy8D5VEG)abOKJr zD|tL9cnMW4#jXw^cVXF@tN47U9bu!-`gGzsEaf@5Ih4i#i|#+(y{GUf)==kd`=fCI zm(GMAeaqqitxRJr!&kCkCizNA!BHCm+t+{l?;2SZeNxYDz?f*4j<*#`&~2fu)uK5H z3y&>AWo6tV*}JZGz$iu4NWqz{1or%68MME2P(7^a?D5&( zFvCba^h_=rLgWqYd7K-N)O)dtMr#WE+uzP|WRzh`O!=?9yxdT0RJA2RP#bdEmZsj) zet@nhM~mtQ$Fb_oNB=e!Nr+OWA}(3}0Jo+cS&tr{hSX4c0}e-=*mUOe9wNX>l9?5#nf0NAPY z^Zq)13adYMPCO&fVADOHyZaW;V%6~)%RL5b{Xg~H$EmwbFw6eg^04=FY38A* zuLJfd%E$`QoX0Mi*5xRb5a=^C_@i^2606vDpA3w63wfK5vD~~T4*8cKVus>?ARO7%yto`^n<#NUaY9 z<5QJr`mK%w*`f>EjzJchqA$MPj9UKseNm+-epYfu+5${ zONNR=eCJQ?F~rWjEGaRMxv>89-*IB>KA(L@q`bJM{36!f8XV5DaL4J>9P*r=7qREKuuS6MQJjsF_o$^a!5-&g zN43G1Fje{3mO`-`YqtH{2UX{B%@{a|(Ce1%{4m%Md&O)wxq2i+pT!j&_q&^5;^yB4 zdPJ(1`pL8J4KevO8$(*39Oitwrj`=0jE#kV*Pmn8ly8+MJi?yM|L)^~mYX97)CFMd z{sxmS^R+z4A;T>wzzJF^jwdxdmxfwj(#|a*>CoWu^5h8I!s&2|)nue5jLon}HDyn?^IrhTOwyI)(k;-)BNcpM8#~^mitc9uo&^uR7Tz76JCSvd4_?$Ee^GnUb9UH?U(v-DQyd4U_)&sLQ6-XR93BeLs5 z^X?<5nW7+=SB=2>SothfJPUzlckxT=AZdkZRc(3Y?4K=)We>my_pLe zVon;BI~id&v8U9lx(6pj8+Wii`hXR|HWM0Q#aKsYz0GU$Yh0;`3%217#A${CZsDNA zh{WSsHBF*0M%|Jv&e?!1yAPU*Z^*~`{fiohO0$tRt{c+#xqK0d9rfW8HgtabZrcAS0(;(DZ_!q^$BweQBQp1IVgCBC8^ISyf`jFnic(NRQgeM` z8v}g`%D+yWVZot}jZY1}c3}k<)1eRACD`u!w{9!u|2Cq}<@Uw+o)ddnqGoaUDJ$cH z_wv}=TtjTF{fLuq0zHMcvBA{d`&SlXRIo~(Coq5JJQREF>`_*}ioLG;lqfrDv4UZT zwb4&;vf;2HaY13%Bx6tM6?uhvEV1a~vc&2*`Lm@bXAeZpS;r|KcE zSn0Br-daDM_U}IJ?i!1j)D*`KgNP3T2bpnP_qXHMBkedv?;#O*`5g|K`Du}YD>C2ijl6zkNn&PwLp=^U$9Q?({egX7 zhC13V6+xSrd1rC76I2u~9Gnwm#U-2gTC0zfSZg`nezCNMNWDwU&PS$}NM(2BZ5!tV zky0#>E!%fDv~H0+TNn`u)#)P^3kyNmM6n+BJb{s0-ba%zi@}%?^_}o)GaQ3> z5UXA_-7t{zLekb?CCAmvP_i|FDm;7`Tl{}at435{Ly@EbCl@<5jYy_tL|0;?HKhmX zxe+$(o?Q=&*4hD51OLW8Y+EMQ^L-K^(y)z%=?c8SDy#M3winpMQRqYP{|wF6&zlFv zrJ?9tqrB#o2RL(n|E5u@GHgq&TKJTF5<91<__d=Ih|~pN*Cz_#DZonKh>oNfQ~xIEVV_8%yVUyHX=x&0gxd@Q+F0s_J;qKyf^Kex0S&L!Tm3aK(dzSjUhh6G z|9bsr{9YlFc>fq4r=!F|nyY7TO|G?L$%AvDupevBG~Ehd{Dc!aAxKUe+=6>!jXH5?m!s!3<@Y!n9kw%sI{`*> zDBG@8Rlr2_q#(eU6;i`SV}Bg_e-_ zN1mSBibLXOZ*ALi5xWXEAKfxU1te<*`F8HT*m8Yt---RB*rh+~z$Vd(OAk}5ECC^zzu{x?Ya_ z9+nJTThG`4|1S61j}1Z#+YXE9V<(*j#}2ob*d-KEWs&_HyD}NhdZ?epUavEC`+9f6 zsETgT4u)pz)*WOEo-}}=o*VDK-S`3Ryj2D5*UhnPlENx&ITsr8BDXiU-o~2O5vla$ z2eE0npYq_FgOGgSajYxR54(Ituqf!Z-gH09wNgJA*`u7 zsXFJ|ibejsJ9u8b!`_&y%0Yr>adcv%e^5+4_7s1AQLi1l*8irw`t;lbmy=(7>TVXn zf}0`tsotny^NRCu{J1*SrtXV!kM)Miht6726KAn@eN;-<535!i(l>AE#VWt&;p231 zIN`4rd^0x#8z{d|){H6;n7oG%G3_~zV`2x@>zj44P4s-xz(^+6#^;|a-V}kYGZb5l zXV&^t(ii8mTP?8Z{onZ$2)221?$JqaZ00Y1+ckR##-fz@CM;Q?-P^Jz_gD=MJzEMj z9UO**$iD+%(A8vH{%g4vdOTf(F5B(J=U&*S+&GUdfrUpkxmvL6hR*8>z9i_SlsSGz zVjL#kxbLV^_QB>WM7Em8+aM|JHEV2LI5t-(F7I!63KfKM0WJO;Sa2!ZWAZ^1_A{+- zk3NIly;4+y6++N)O6#ZO`76->I9R7IP7ua7{i&Bw^1!y&6H@25>00~e6AE414w`4@KNKUP^8ZNO1)V-+pKwRrMm z32)Iu4eaC3=nXv;gbfwZ5iKqm1nR!((buO}VVstu((TSqoOs|HdQ;I9iZ0WG-2(;~ zpzzi6nJ6XD>VLV+mu`Uz&q6uZLL=;E+?XQQXSLQ2^(k7~Rm04u3!&*Nmm#NXKE}9L z7-rpbG-duABhZZdKiw5)jrA8rO5XGtLCZ}>!sPu%Xx29qO1n4)Y3sA=r^Rt9aDAGK zABU`NN6ZjKu{+UW=U$FP=!!IZEg2|9VCqnb-?rR=B)au&F594+#X6j2V>h;mEkD&~ z48T&>-5Rkf6xhe6T^99%7rUex_h?UWKvuy-?&6Pl?Ei51@b?!Kkgv^EaqZql?DW4; z!u)Fla}CP;6Z|(}OK@WHH~Gidx^ynQCCvm{rs&6$zwpD%U`5-mPmf?+Gbw@D=@Bf` zx$+)$)4{HZU2SiFEMf1xPpUK1cZn3Ix62+6NWdzY3AHyHRiPzz^41F$PwXq4O5WP( zk5#P)0;EzHu(pC*x?s;Jk*4lX^CNZ(95$JwseQKv+rsh(KA(Pt9n#wleVkyz2EVkE zVU0=D_*bU}Cpp*4Ebhi?(XpkOKQdUK?(iXBV+DIF|0X8bK{XOJq>+R} zH@yW4HVa^17iq%60!-f)3}a8$F=qF+-eBxL+`%4ya|_O@%J*~x1>+cvyVJ@yb?{dI z7~S=H209N1xry$GhfX{nq6_wVe+@2KGaP_ zDQZ%7VY}(yjaAUJqCs`2Aq;v74Xm0}=AbFAY~kFzDzvuANyH?-fa>t|<)?;F6}7of zik%xfj!$&mDA|Nv$GF@08~UNZE#?99Nd>47JG@U~;V=}(^L^M}-~f&0w#IJ*yI@2^ zfW&!A7_z^T>Yjg1C$b&;Tlf%q82ArJO%36Ml-w=%U`A{^G5_2#*9k|=jQ!a+?SQ6G z1CvRw$58aS_~9wyJ7@|2+!#C?0M%WBLo}SnA^%xuqU^Ox*jWB=o_|zM`K5~c6iobI z-N6ab`+hB--$7&U(Y-g8+F{_eTb9B(Ssc^p^p+fCf&rDwmpdW?u=_1{gOqz6c8$4& z@mJo4@msTDCx2c+OR6(P&iA%Ke~!aKH#wgBQi`?(xPdr!HT^pL%O? z`7Md7=>i0roQ3Z~v8*^@@8o*v77>#tBf_~aR6(V^7u}J-eK=Woj^ps>NT?Ejre7N< z2F+%-JQb}@Lp$}+k-aKEp;hKoi-O-b=(};Y$XrJhCyKM|%mxCWcfd^0+LjhNUUKt_ zBp-$W+N_r!61<>7jl{N3KL&~8{;6R$x3Gex~-v18-U^P3|V8U*Lg7>w8%$40GbaiaO#{QG@>a8!{^DV=*QPN-?Pa_ibY98XX!{q@WPdRB_; z4uq9MP0%lShn$VjH8)Uv>joVp8p+R?9k0UM_N0n=LVeW+W(^tAXu$Q-R*IE94C~5!m=QY6`nq4b@w;id1 zHvNBjc#j0@&)i>y&}R6_TasN4XU1!fS2YGfrNgFZ&*6L6DVdlcuDBWJL{eH06V!0* z%^#=nBazS(u&6h3z7I$WCVdGJJD|9(jVph+3x)-4`>B5=<5Vqk%^z+fs97&B@zoN0 zSdNjlwCUi?T6DBwi4jZJSMhRKV_1LGMa_CjCUJ!%}gF1a4e`|h&Ev@hGG#F?@EkDDBfHoo&{a^gs9c_0p z-gE&c9==rjqk9YcUX6RW2WlSQtc}!eheXErG}&$H zFeGd3I?6Q;L&H2Sk?$&?_SnI>xCRc&}H;g4LZ&t<|+xadPlqeTTj~r>{JD;)8X{&5eSW{0R&@{?!j{ z6r+1JcrFym&`~}(Eek4{&eiS+(S)w^8H#bV@32OGz1#>ljGel@wDU(4bnkZ83;%T< zYMm|D7e+(xlM~IOJ1MaDS&mt;{xWo*b&*qspHLs~8)}+(Vz67?zGkxp7LZIDEqtq4T+YiKXUKqLaxAs za8+Oc=D&9zsy2|vWvN~huT%#tyu27$|M&ys^@Vcv^3_0ahMK{9pY1S1xP9pPYBhE- z#{E40y&NZA>iTlo+=U#Kvh(`ac~JlI_B)CR%INvFY;Q8ZF82F`#^tcuV0M*+r2FA) zob9)zQ0%G)(xQi(ug6+GRbwtubN(R=c}O+8bPEBAGg-s>loE8C+;b-~$wF@YK~9wq zJUDPHci)CK3#eRQ6>BgI`6>UNSJV8+18nJ;V9+_XBQ3od#u-h8sV{uN=Ht5y@9fEi z`0uh`s4kPRI~}PyqU6y&?7AP-*$^0Pi)TIkuotG~{>|gI6r`(&=NQ9p#rMba&g$Sa zsb^ku#Ri(&F03{9R#-QF?@mOh6b_vG@Z3zG6+0>+?!{4Y?Cs6lN!OVN4MK+|YB|`U z;S|juosWz#atE!qXsbZajo7Ut>a19K|E-?tK0VAS{x^QPeE9J}D;av|J|iE-g=$do z_pv3C*vGooOjUYf)s6eA55t0>E`QH@1`MRIn?Lw2x~;W44~|nC+d>CbvecfhrZ`yX zOc}Q4Ak=Qotm)0mhN@A92&3T%=lzHKpG|&u81~EvdmUnW-!*VXy$5?G--`_g{t9_%@Y$HX$&4&hXT+%sA}9iktat2Ty24 z@j!K<6IbDn``B{h^JJCQW?1xyI$u$EfI#8)<$!&eG=7ntj{m;P51LsACdRXJp;f<& z^}vKaKmEuem{fQ!qYW?V7*TmKv?EByXs5Awmn6E3at z$~dS_TMSna%qCEpQR?(t_Y-z1{#vFPGsfl}*Y~LrZ)5e|$UycV>NtKPaeXBac8Z-H zlJsbU?h!i(F#m&d!|jmP5R1cuGSzPVgE*6YOxAgb9^E`j0w{Mr!TIm&%Xn^r|L))M z1{+kNQ~YuL&oMtBN%>yrJnN6?$vQc&QeI-dk*-Ye!XIosEj_~A9FLW%4;=FBvZ0R6 z;j5}wB9LbPJ%=E(nHa8o`vbHr{VlkH6(2s8-aRP;t?SiTpPa*bvp&Aar=sYoQN>iu z@Cy4yho7F$OTv-iht&i6SunkHpk|Pth&7v=2(Mi?QDh?VIO7v@un z)AkjWW1#$zkcfx^==}HpV*{h6-nd^6_KmLf5>M9J-H>)FOf!Q<~V@e@q5GyNL)y$X69@9gIKWD2C~QB9ti z1JL`t_KE+8B3w9n)@ry^2MW!dU$}-~2%-(9(VweD!O$`K_Ul4&jeR1cHRDnQJx)zynni)vjEx+yI zaloqK+KS4rmocW6QE0c14)mSiABe2!hT6W8cTTgM(C2&Tv6M;*lHM95?#)t#DMmrB z$mQ!;^0&+~1#}JNon+uB!OD+mA~{^zP~owu$46cZ+qMbZclurdq)^KUl?@+osd_+? z)r$_N$2zA=&ZuCm+pJQ!A_b)PTiP0VJOSeRG9HyV{7fxzYWm#+$YI#WIc8dpox*<~ zcn8T!2P$m!Q=#y0Sj34Pzj}|nx#xhjR;%Vzrs^;{{OH5uA8YO7Z9?Wz(aq5Nw+t{3 zlzyd8?RfYePggaD>3=na7TK0k8P+N&SKz-Vb8{BE_N#?``51(~Ga@t24%4`_^d!bz zN)1BBlq`pa&qL|@u)?8HXqMYH6<8JqO?TJB$WzeLTXwa&WC;3NSJ$~0`BtE5Yadj4g+V0u*Gn;PV zDxLW$bt)gsf139!X^{eJ-0!|oX^zF|BRoaFNX^j7v|wgwau-LwhxSSxYl5E+O)*Jc zYyE%Xjt%#yHeOFZ2D=B?WJu7kpVx#T$=*@?*UgV98oiQU|+C{G7 z^Cax#*lQHKi55F|pH5$#n8Ir2tz54pi_!PHX8N?`9Mm;^m1N16h0Y7t?7m#y0d)?3 zCQhNQ(D83x4LehQT|Jtcj0K@J0UrYPV|aW2L9Yx~oYjzTAMd3=(z77${hl!}yk*Y| z#c$Iv%5wR5M&d7M-~MOJis3cX{rorXv|4Qy zDE*Ya6}lqqM|VYr;oxD7!*8Wnpj#o7hp>Ggw4W1hKhf#|1GV|;{*H`7j(BGc7v1b@s!dN?ZZQcj*kMhMrOSG|YkVEO2yB8FXv7CzQ zeF*~`_gkHY4iRWZ|Be%4=OaC5F?m}|`rKGGKs1Evz(cLE+xc*U)8jOKq1;;jb!L_O zy7*drIFzH(M2n5_Z?;Z2l;eWrAlspjfjIAx`^MDpGtLAQZMhl34s-pgO9x~tF=Wxt zAiqHdXZ3DLyg@@)ea`ezL^B`8LP)zE%sO$&J7Vwax>(HVFYva~l)|~tGl%;b24FS2 zInZLfl1P8X{pqn6M4U_z3wv``2@7O|Jv>~O@pqe`!-t(6IPvKwg%=eA_Pi_k>e93T z&9ClxDL)k@P;5!`tjSx1o)4)$%GgJs@5|l(u*87CnB-`M1!-t6b60`W&xAnvCgh}a z=^>b7`TIN$Ozk=!<8r(UmbSFaeEyw6pjciI|JWl3bFaMYeRgodqUFl4LQxg`$vf7S zcgGbb9rfJ4UhBX{y+zsgJdQa1TEb2-?=6-d;b^D6F$aAY`@9byum>dWS$`4>%se9s zl=21=D4W+8C|!e@`4iKG+EyalNgiD-yM9=#U0*)+5@%1-{?gG(#5!5~%Yzx-IP3Cv zzJWk9wZ!}?sSt7>=aJ?qOrVIBRN-_z4CdLg);By5sH4}iv%`y!dT;!V&*~=l-5S9l zDlkZ(rOo8|_~0C211VI@sfwCFp?m9^KopU{)cC=l z-w$%%^TV0@I`EnQj5P_Yv{&>v`1gh?xywNAd zu{-GZUwr_T41V>75OGlNJRdkAy`Lg*VdEFQoN$`AlO=1$pqU_YnXSlE_>@sza0}C$Hm+1(v$PgGA9p0P>$%3hz zpX#kCVQc-!-}yoUO-YKaso)-%|2xenh+Uui*vBTA2~7M4E!ZzK!dNiNs=S2?#u%?C zN2-^?pu;tG+hS9gzj<7;X~G}o?)|GPka*DhjNY;hOk42^i;qtcX(A&gvk?!P;y`|C`ShcUHotF9~_O^{5PcpiYrK~G0K9g@1|yNeB^+I;tPvJySNxBp&W?g{QcT7T|5l3-q!pm0oz7Y0Y7@^`lF@+O?8M`-l z<-n@;dI7h$I5=tG$l;_)*ch;!@s3{%S9)5wPKN&^P`rO2VnmcD&{?pAW*ugNp^>VI zU8l66S$ln>r2v68Ep6cSQYL|Rel4rk6v9z9(pnEq3Hy0i z!u6sg2sD@F-TW`O5NOQC9?Q#4!tYBrzJ-*t;_Tsud;I4M);{k^rXPuOu1fnL-|m2){hMDAH`qn3-qB&lEPX(FlQ)%_0IYPb_9VcNV-?0 zoten^RrLw2e**+k)q_#4_)Q@Gpt>bAh(x)}Q*?St>l}}wx zdXhw-`nbwqebN+vKN8TdmydxYe#(8aI>9(UTh#aD{kgTgTR35MA`WM$g)?vIm_v~N zfut0d%VqF|L$Aclhtm4HeZN$Hn*WTDxEV z77oD0Q~VoQD1XE96rJ=5^%u}`$miv|NPbuuRWMcHe1!|cxB1)hxrx;0cWfZ|5#f297l;%! zY33C|i_rN(ulii9Bh+<_SXW(Wcm1g`kz)F*dayVxkxI5`eWU|=DVc09{Wis!2eMX5Wyv_#v-VS;bs*Am z&B-5dUc~{e<|W(3*Ek|rA+*aYl|Y$j^pHv08Aq8`kD2e;NT8E9zBhN+3zm1BAKjz6 zpFl-Bz3Kg|1=N1ZXZL<`1b;WjdSAI~hJERqj)(M1!syE9OB>S5pkc~H-DI4bKpi#M zW?GU=p!)2Pn?l8jW4od?I^XWc1juYH<{2SU=cRvcIVgeisq}|Z5?g)WKPJ$&`w>(a z_7bR*?z*!usS%jxZghPK6em){Mcb1b&tv*})jGLyoZH4SxvAtOt{&Kp3qNPjp7+Zh z)zDd(IHz;nMyvwn>lcr}jCe^+=8 z3)J7&7uLY!KvD8JWjP$+>kG?$cmYUH-oImdaGOY#_P5{!{29__cHvkguss{i$++c6 zWLJ9jaAYt5DkbkPd$~vB>d5=l5@~B#y0O|PiUInSU3Sz|69fbpk&FVRMOcvf-N-gq`pC zs@CoVoI3XJxt()6wvAt`P{9$Ezt0K6vE741n`sRQRMhX^k#>$j+>1p4SvFgo_`+RO z=VyiEERu(V6H~Cqpx(gYRPF!!JW8zF^DjOwx_`4%yN`-MlWi02U+jTXPw6xYt|hF+ z@zFx&oW(Hk$%6W@nikGz?7!!| z4VQ%-ukA9SCeXgz|EloYTO!r5zxy#^$@;XbhJ^%imUC`k7&lj_5j=x=?A& zJ??@_4OD#(uY4v_aa*om;Y7OiZN)o@uzKuoeL?Iok=p;#I1FpPuQ!Jeaai|v;puIgahO9y zFg+=PNZ0)4Pm#|y7~ifvOwwe6dCDat#j`Kg^6W)QhSTXpiW^ccrJvrzOeUv{ME5bm z#)^(C&n>&Kt6$*@tDQT6I#$kTuHgZZGC)7;=CTY<-3^J3b8y6&^zG9k%)JDv6MyT@ zuf=y~*WZA%8~@dN?eW&yD8BgsfpUGC@z4(f^`)ae6{m>=D%&aBH*=40EP>7Lg>e`R z9=UblSu78JztOx;@WC8T*i(=BGls*w`{M9mp(TN`{HPtnd4BwVh&u0htlRhhUwgUi zm8c|A+R{$vkrY}Qgr-VE+C@ugX=o@dX{SX=NJ(;@l#HzGnZ5Vk{I2)=y1$>_U!TwY zxF0vJ_jSIH^BAw=`O1FiUdBGqg-VZ@G<>)F2aGYVrbtd2&Z%9w=E$B6z}}@_@FU+F zZh6Pa=(}0fsLgvc@Q^fL#Pxk)hhKjFgR=vEYFU)N1OcUD zn4}J@gfc22z#Xe7;ja~Hv)OgaQ1K6NjS|G;CLX|XbvinZU#)<3$ckZTRfW6HhOBgP z_XdIDnL%;!H{4phV0(4pYt$!Rt+?l!C+@X-RzB1DAFdba{TT8;h+Q)&gfai-`=O-wc;LVO(yb3+oZT@yQO2GY`IkmV&_DHaw|A%qqmG;3 zUbqwn5cX)==K-~jmCijwlv5YF>}|qTw-Om64O?)PYx;Wk%XiVAZ+fdVUo1gGj@wdl znqzU{qUFOqVxmx&N~nE> z>e!s1LL9H^*nZ1?2Fgu*Gt*vfGpe0R8&#to3hQwx8a;=cFykYBsFy+eiJ^fd*`sET zoh12u_DBAWoD8f;Y5vL48}P{c)`9w8*(uDwITpYE%s4)(YaveIFFmI9KpvMH_-S`) zB;mptHmLxBK!3k4_W7cMqA{*KQ33M0RFvawsDSeFM*gbOTYv|-7GEYFvq7C@>E%tV z^F&zGJI|*$3O8Jp&M}&Ts%Bp)^uXco8ebUJ$)lKW?dRL)y~Qn4-c7!o7KbxiuY`D; zZ^eH%sN9@*Miytg(+el~-+S8E2e;QpCCpuBjhj+J(hS(e|920g{;5$^LJkT>yP1bH z%u)9l&6|JmDb#1ncpLM<47Xku9vvaD#OK2jRvCGEHIJJ=A!mw3-JMb~!l+(H zrc2LoMvalxuJetAmow_x>!LBhJ12KF-NFo5G2Q%QuKt95CO>#~Lot4;cK(P?hlnVf ztnIiz>>DWUHx!P()lY`;b~jAW(;gE4H>7RGe@YBJ#U7DYO zu;h8lFvdGzzWdo$JWCd}N_8;6T~kgO5dgoPd+@x4Ca|VDhma(m2bb+ytTGKPdvHGUfyEgHFk$pD& z_4xu2xpQy)J9!isQe72M4|Hv~z557ojNg|YIzdpV;ECbc^|^THmjBy-S>K7AdBYav zYsny}rulO?%i+$TrCtvHrGLzLB^n1jrGE)}Yn}r)>So`kib`Dd`fy!fWf>~fYM*#x zYz&C2X+IcHSWXwbAS^g1TK7mDlubQUz16?r{+vCYB<&Xnzu56}m8?uclYKLr6Q&tDMc*7tw?&yONJhu&+;x(7hmN^>yK&|EKH?%J^+3K(8z{8tNve|e2l z6MTVbO8b`KVi~=prczf>D5m>3z<;nUXZ~Jq^tU81xY)}TbyLwp?h48ordH~6*9n;V zb3W;IuE*_x)Y|rVU@Y8m>-23sqHtzk5#xOq>btK-4Z;W`{=-Zw%QB*NC3fS|3&FTx z&!tNbHm@UWn?6VHrE+BW#l2Jliuk0HRwCJA*2sfRQ)sAdN>&|F&JLT=NMH-5B9vb$&K5Y9!f|={R6)E0SF}Z46Fp`GOPl%M{13O$42Ccb-S3bV@)$p-|?@jBLKsNj` zwMj{MqMM($Tb#mun;+IJ4ay`8u_gsD2Y%YsyrNJ(ZkY8-p|1EQC}mk%{jJ$6iR0{u z6*}=Ccv5kba;lX-FXdK89hhOloVW^DtDPPU-mC(_?bA*>{N90_nv`SKxv`%zAkoR_>DA|4>-L~sDzO)P7Qf@&V7X6#U*YV zmYfTmy({XqM(jh)dOO^{Jak9tTWCNO5#OY2X4VjJ$BiJ>x!VZyk?8P z#|7X<(_BWv(O+%WGSv=sDZN{C_R4Ca^ntQXUrc1a)O>F)I41diQY-8iUPT4l9b*@D zrsCdOu8mEmKL~qhJ{;j`t*M&yVhl>ryim)j>n2>w7>{ogd4xTGjeSS?2*TB)69(KK z9WT(DY=r*`m);-X>*MT+U8V;fJp`@mv46i?r~@OK)B2HL3F6L6uM#Xx@!zAZ?mv4l zuy<4I0B%I+vG@7>Wg_5ha0&T-Aq6#;1fHH6V20XmpL;Uqb{6hlld2_t!zBDZ>HzE~ zDk!!xWbipEn-Z_N%i#{{a4jEwdfZafRzK&&)7759=$xLs{dF|RC#PsTjJXe-cGKd# z=aM*(MA-=2gJSuEqk2vWc;EtZUoATaM4e?+Mo451@pkpdJ^_VNj^xEDM%_uv0#3V5 zA~FYaSEC!DxM`Jf>SF!XI0F~lEC~z&8CJ2zr}vYAeTmMOK=$de%rPO`3H!9^!y6oX z+^NvB{Ia(^icO64P_BIl3|~oBCTzs*$`iLqjvyW!A=mmN}^NW2D{Q^TmX9<7Mbe*#aWI6CvW& z3=#QsNj7QPi|fzLOf;>!jXUP=1YINp$QZDYXSWYcef|%jfpgmp^XGXT&a&LbD zLeI-%Q&(<7nVT9~iqBssvh()Nvd5e75Vdu@LmhSGtVDxtw}D&z=$_U_8xXame7}2N z5BTb1Zx~(>5$+8sk22(k+OmW7ZwdGQ!te|2^=~fY{;^Z*r>Tu0T(u2vntmR}o!N&NBQ{PW zA_^19$U>cQOGZ6oh7m@Rn_PO%dSDooaJ*)86W*$2(Js@zpq|c?^0)3s5LLqt>+?!? ziE_!DcuPk~9dLfPFyr1Z)N@p4$*Bq}!rd0CnKf!7>R#ATqTx{wY#}`-1X1ACn989u zAf)Y{Mu5!TDt6%48r-v-_6r7d5xT9S49leZ*wBsiwGl#3+092Z_Mw{W1LA=r&1x5q;*~G;5-eU{*i)$Q5-g zPA)mg>LV)iZchqdu^)APqW4vSd6v#MLD93{>O@8k$YoURwsQ{vkwaQA&R+rQd5qFC za=nD{aEz8i_&pTobMch!_8UZ)SEJjipGss+t^S>P-HqPpY-idGQ$@WKsr3g2uwPGc zv$#GF)tQ-HJ|i~<4L-|H>ypv*l+fsHL6i9PZl;qwa~WGz}VH(qB&zWwNV{4R7=UF-hRP-#__-M zZgEiiGt-R4yOfB^stA^IG!``}B4c#^}=ix1^1T_}4F8 zdsYA(BMNhD47~GoT8k#W##QIMc=}uS!?62N&&`WXiHy`2mGBa8^Lw8!#zRAfC*OE3 z1K!ZVf1Z1rfjRwW)zSegP_53kYrIkfqjf%+tnsKKY=dW~*4IuWiYAE%FP+RKjO?CO z->ka{L!PpCF#_JGc@FEfKH&J?ys@i&x8lL3&h)8wM-aBs-;W`MN`(3Bf$q_@ooXsoB#@k)z0^r z>f)Z$Zw*dm+#no>L!XbEOe6d^d%Sg5-UYs217-X~7{XO9b2XTR&2h{&np{BG?V-wt zeXpa=d@8|_2YDLzz8QBr2L`&|9goXVZQhaJ}-f> zQs-s#EOR1IqY5i2p?3V*M^`Qbf7;ZdM+JL; zn-R3D{?q+o75|Pu+DA*Cp0U_01)%C(HNyT^8PCkW$ zcd%~i{@#rL@z?LNdfALy_8R=q(A@t`C>Ne zSW9!D@%8QJ@~(|_z?~)9C0*IZxL5u8l+e^^xZml|mI{*!5Zt5p5QtpOQD2a`3jBh; z>58vS2}9XFRrjC{>XT&MlE8`ja~fVw*|VCk+L^!lN3@}A^QzR%t7A~5{?f5`F+!cm zRJwN*b#H#_(N^vVtj`dr74`&}PMu|4*M6YBKP|5l#$S}=+eaJmjsn6L(EHsWXrTE$ zAXMm@{?4}t6f{|0=Z-nxkg>l!s~o4|?5&jSUX3t9*KGVXb_Nkn9(jmkIUIl0Kj8kf zq6m4f?;M_7wg#7sYhD?w@}01QsD%?1U^6J0ml~1V)qQzK_yHnwdV1Qu?f!&iuzF)n zMJbLBDEFVED~D5N)o0nYxi46?F|4{5Vs_1l{fH%FVBl-*AhlW z`|zd%p6KVpSLdw8x!~5w4nK$LFg%!9?t4Lh7vX=k?B0?62ULGqK3}~EgD}tY^p^?_ z@Q-U9vP?b-+_&2`ZI@{h(QNPFn#3@WxgJL;gFuUSGsa+{7RdcKFE3uRdwKJbM=0NZ z?ykJN0Kz!>?ayv=N&Ywb;2i~}Cxp*^xvCq6p}}M-%T_^y5owgO3vlNac!nJ?$324{ zpL@-x0)MC0P#u3M@MqDw5fB$y3GStS1=(%>8jGG(5QRnE`R2FofZ*fmcIbO{Fna_Vu(zXx5WxOP&mVEumw9>z`V|R>XW-U5 zJ&`bfoXKaSB*LDt=UV||AsSc<&g%I)@ISR?(ol4t$arN>_ut(Of@z!FZjV&}wvNe- zi{6oh*}3L%+VE&R_^)kJO?okr)jGI$)!aj%mY1N+b8R4s-%kHH8th8s0*5CLJQ|6z z9*x&uP%xixel06{IQ1`KH&t3rnsNyDT}*uKrN>2sPeOM$Etvy+(-{%v1Jlt^Pg%vY zfoc$h|8`RK8v_cLUp`o>^Ng^jZuuAiH-THc%e>s#9#|(Rxx-;ps{Y;BcGVc*wI7e$ z{cR9L_D1_+vgQE$(4B)GA07Zl%^XS&JwttmKk_TydIBrL`P}u5K7=u1HfQa!Y{Hqo zz2opdQ~aClrf|;Y0_t5&*V#DgI9xcLybaiDdfH2S#(>DDVcjSBL11mBzh|Pjd;WOI zi3ddn;IdB(Q2W>=E$cKCiM(>0hM?j+5q~U9c1@iD{7MzIStn|7_q@XXXFXHUPiozC z-ap`+DmR;-c?8)1%{{soNy@mm^ElD?`kJeAQb8!9=iwl{7OoUpVE}xCp?%YZCLq7V zI%e|WJi_r3^-kfwmBh_EyY;93Cj9bVuFAYF!aDaQ!oP7wpv}6uK_bqMiOWY&`{g1=RLx`gnRgzU1D!D?imH3M zw93QHcUTA8uIQkFJq^ltr=7xOTEi841}+0jQ>sT8_~P!pK64H*y#~>YXB|Y=uK{0s z#2Cb_A z0UQ`R?n)@IQcR97y?X+9C#TPHXwgK2T$&pTq9x=`?#|h`uP*GY+(!+3&2Hz4h(t>~ z5NcNJxb-IyKF__oVec%$p8bcP`Y{jpBvSb65x9<)LGJ(-MfFm+0*vQ-+V?!a0<7db zozB;?xL=ZG$X@>h+%+<1cSZ*g=50>q>a6R)o%mqQ1J|pBKd0&5%Af^AzNhlNGAZh3(ZoS3Z;y8C6=(09f>HZkhKCXVv zE5)C{PqLY57VZx+)KtJpPI8{Nx@zXF2D#dNn56bi5+`fVDTS-!j;oUN_1hH?e0@(n zV31d#ja@))Q}5;B^HlNBdL{*C#2E`N_sP7Hd_Pk+vS+I9L>(t$XL@8^!O88@7maa3 zgnzbUQ^n04MEKUCxjauql$I}7v*YK2#)x&}B^fKQR6qKv4IfE3#ami(Mk$~^xaGFt_k2_pBP<_}a+k!b;w1|w zHus{ApVt+K=N-cX4?g^Ay7G;%6>r-}J^^7mZhopMki@qR?VGAh4LopSN3hJUbM-N>i&mOW z4LX6^QbsN_ebIsj*U* zpY|^5=mEhwwA9=G5)sTPoEMmT3>4neK7MF0s{GJoa3|ckbYBj4J*%V|VYo{fnar5{ z1;osb*?J}Ofc5U{<~L_9g5cdlSL5A4c-99De?;#mqG(AqWjO_R2u=rwEKvq_R&bz- zwGLruFJukfjKZz|HtQaDUx5eK-ko+b(Gm?krspC=Fn?{^6V1uEjZ)vpZ6*rLbsHz? zpC!C7O73tJ4NaOgcj%KP5h%MVyJT7rg@u}xm1{2({tuF`&+^657U7#`pwomshr%h2 z0hyUP=ZwsGgdenrYh#lIqV2Ta4!H6?-EJ%dB1gV_lN_Yw`1{<4cFdkk!m6SH zp+rz~ZuW^^iXaFf^M0jG0tKJ&+0I^TL9{i2Tu?dy{12+jy|?g*j49g(PrnR2<-N9z zADFd_Uf52tg`H?y57YXM?GJnf~G!Q$@dA4cr z8)5PPND|rWz$-MUF3GYWiXGc2P!EyM(pAoPQwM&gl&?2fa>;v!>UF}D>NL?%-vXZl z=MPBo^Tl{d&T|(K5N1yq7?E@k z)!fCRuY$PoZ7x3z!2n<=dazjV>51V_0fFh{S{ScZh5KC%Oo;xFcplsBsh1UserYyZBxqMIkIfnoPF`*&X&VJJP7WYiVFe0%MrmR_nP zpWJ88>{^YhPpjN9>hl1u%@mhP1t;K{`mgP0Jit$)BiAWjyg|6Sx-VV6Ho!2~Pp3r< zKENHneVsx;5^5;O=E(#{5UvjQc*UV+( zewianIFyXWD;}40Ss9GMJ%q=a>OxjU0@v_v;o+HQKzO@mFZwl)uzfECJQHbw+MxE; zvPF{mdqc8`dYa^Y-IYJVXzMh>)t~Jf>bep*ya(gnC>}!t+)J1DkEjDRqdRfWz!yex zsC3zwa9%F%2)O^2aBur8+_Ja?4=gdiFtAF8@MdQWw0&6u+(&2q{#~1g>-6__`fjNw zGWtvY+;^%b3R8NfOxXDa5AFNAh4m|oh&M&}ISzNhgUZzFyI%5rXrItpb_-;}Ehr%y zVfkO}-}lNK^&JUTE-Sr*D!xwCtoor$IJW7M3UdbX7%Mva)%iHcjC-R0^UiJ}Qdn8_ z>sb!41$OQMYp)TZ1~mW@gJ|#1G7Yqs2se=D`=7M{+lL135QQB@RAEgNcbrx~pMDXw zr_cQNZSw}g%4*nkjQ^A{BCS5(m|I2U&PVhNHw*%v`Er;a`Bn-LM+H=Gx-KZx)~J6V-}asa`G^s|eNeh~I1 z2e~J!LkT z+(XOiOo{B4Y3=*dmH<=6<>0f|%Yn(=$!%QcK?LJu8jgw=5~hn19CcU+tWUD#F^cLS zyOb8p;jWLpBNqhjM#*2^_o#n7O!&uK7A%e2gZmy{Nqf;<{(t@~z*W4iab}$va9_$6 zY`wRH2w(ou?$cR@d#p7rtDY7EZ};KxHT?U)v-YdgK3WIt?gL4UM*W1_YrX7R(+yyJ z*zGqn#uJ4#oKT5OuOxz)RgCzxk3p0nDVOsHfGzh;6KTICj7PiNoQ50Vp~c&ZpH=S$ z;rJeN>pXqjev2;LK**~wQ&;^Bveo^v6KC%uO6w<30!G}cUp05;#t>A}onzZ7d_u(W zG4`>foyZ?cUh^+OkMOAVxAFHR^|rCM8SzVDJ zX4v}tiHjnPL`L55JL7@7ZF`Q|hdRRl<5uj^6au1eRbiqhHH1H<6#DIwE_1OK*dn11hY!VNg5ADnmyrk+~fT6_*aj+UoW>_H0~&l)lTC-n;Hy!SWv6&AiknEURzG zxVRcP{j?7iFqc#ErNyZI63uf1*4MnP#WC+B_oMWj2pN(r(dImGOR2FBfXKS*f?b3W zBGivN8Hn2>i(a7$N&fK2QAug_Jlv1zekabllroSTs*DS}oYmQ@f8jE>Bd6bt6cgsF z1CJiA91fhc(9JCaMMSJdgGLGad4=z$UExG-_9Zq0SZZEaMd`5g}_A8#DDOCR_5)~6m{(@hv_sJ8AlB0A^0e{#?-{5O7r z&EsbRU@JEda!wnAT77uWj$kpcZt&fwxGe>t`nENkKrg~sFp7A-eTV;6yU2`EZzGJK zy+JZ>#u830J(nk}fV|{Jd1DZYCuDbw>;t~1bMEuzHy})+{TqSDqw592|9$J9aK?1t zW~tWodY%Eb(JdAivTp&$X3VZ~m1a~XHaVmaYI;0!HVD7n|R%cx(Q z#gM$;>t!kwZh@e6_5*E``@m{#@$0MF2mBj4ap%ep5uUW(0e<^Yg(E6|fEVfi$z;tn z5bB(f>+$A;+?Fx}-u74`cKl^!yQBuVtDo!)_{_!~`sb)YFYv~7QiDgrDX$!sJZTi_ zFW;T;>vJlw-E|}{MgYh*4=L1tT?yRFn`?ZwH4xFt0I{*2E)mzXNIpmo5srO!eRN40 zFg$ObE_f9L%tab8zGcsV6*>2`zhwgMFr(T>2MK@GukCsj%Lz;S^ov28{e*qddsDnH z9Sz2R-J$8hL!PUAFFv{?Ac|A`xm(z8fOXd5&GpjvAlByjS(nS<-rWo3rr7MoZ8IEZ z+%7663U9V-cBtwHwYV#n{q_5aN^Q`B;~lL;A@Q7Jq89^oj<@8LWf|ikXQL9;4I^>O z`@75~s)~f&seXPzU>52a8}8b;P8;|pPBWj?x1p}T-Y7UT5cpSB${NPIgP7wy_L#*; z+%YWh*BOgoU{$E)%jQf4X2wl3>!B)OG^%TKb^ig*Gs;G6G4NkKba=89zjcQJy9U3fuU+FvR z9qMs9K?&`Ex$G{rXbGaZEN8tXGQfTA<3IQB4We#TrDy!s0F+jZ)VtUoiwa7_9;*j> ziGo5{3jS?Hc;A&D-|c(?{Mqq+TaA+O;M&WN7b?f1uI-k;6`E^+-PNamM0x3$GOi31;qlVI=gu6;tCM%c=C|tQvuvd{kHGDB>CLQ$!-UhRTF_m z*cHi50G!}4!wmZa2=4){Tkf%^mAwO2PLomAi*3OE^R*|d zMOji$PEOHw(3QMD4Ih8K5&~mq`jNmsF6wnKG#yoYj_{JG<8>PMl}hs(=Eh_#TfGgq zA*$cgaMm?oYEK?BuBRQ?JI2ayUYH52F^0|RR-aJ+E^6J#3B)dQH5li4L^$Ja>z;Z( z@IST}E3TLV>>1DY$9y^gLZyVlqD66NfU+SGc;P-ZI{zc=piB9y+9ma=DB;8m7Y<<* zLL)DCHgIKE?Km>pp0JJ=R=r*HhA>aj`glC}-SxP(uN+}cSEB~Pz}=GcUSq^RG&raC zfuu43_RN*sCAa~w2kHhN$zRCuF#LZsKR#fp)t09 zPU4QF5rj*s2{j>bt*CY`2UzR& zGj2Yb1Kb#P->gO3QCDJe#d}f?!i_7a0E3H8gfkZI--5dCS^fxc)*$TIdk4{^`9$#J zTnlek58-x2C#YO|hx@(heL38|W*ckm0~=smqr#%(98<0z>Mm%IDj!{j@Boo=oY>oR z8#m%fVJ1)cM`EW^|G&gxyw%bP{m!C^z(1fk&6f~Y?3%nEmojV83u%8Au zfGhX3eB+F3AhS8QDDU?*oL+d*zeDB|Fgoeyj;nH9C_^2>D1VmyV!j>`{g%rSsRw~< z*toN+Js-?QhSuysVFVI?j71ssMiZ?;Sk^avsNCCMTZ5EmFM_h`xS)IsLIbDB4N)pA-Wg9B2zDCG2r0&US37 zM6JgH9e8uHfD^m&U7njUYX12<{`B>BT=jQh!J=)}ge~=FBD}j)nqf?o0^jG!4m5*$ z4!uta%r_pgMvrO;_c2xID*=yAkBo_I(s<>OBvg{ON>0c8-DtpcviC!5hx-N8TG47E z;P1V*=-xTty2o_=c78$Ce21nb+s!rx5nmiF=||!wE}Xuw>LT7VcSt zcD3gh6V6-z-R)nr3FqH!_vDh3Fw8${`A(5GFh(KyVzUfjMJTMkl)oDFIY{d^(VU4C ziIxZ{IY!iPV008NclkRE^{Hv^wqDx=%w22pym#%vWc7{}TZ3N`o~N{~RK2Hg>tJ6! z?&=ClZ@D-hbzPVgRMUDK_3wGQzwY2zV1-?Ty^K7N(YreKVhSIGlXsft9Mb~Zj$ z%mUawbpMFR_)c`#)GrrZ$KdWMLj@Z-`=?Wqn-(Ho4r?}!FIxnmYfO)j9UU| zUm)PblXq#FQG}Hw^?w+AP2psA5mt_TftqSPa9E{bu^X2WzQLtcRVTCwW03aqCE|-k z$tZyqPoG3ExRR zptZggL@uRuT8kzT-mZl=9EE`(I$@Uba?coG3m5kkS$TqB&hzHiO*N?WVtO9mtc@sc zxzc}Udk0}GRPQ#mC;)C|Y|_;3Qhu!0Ee@U2G%FE0CZN<&>wKIjVk4EVn zeI^Hj)zm_>86L2=G$=l^9{3uGN5f`E5ruFzCB!F+<0+ZfDqwt;JU-uQ)U|j;RqYmc z+#fn%7MXtpSZn?Q__A$~h&cTt+NR2( zp{Yy1@V@#3-}}c-eb*(R@VNIwZuJ7foVc)X_~=^P8gARAG&~e!{yXQa=>{oZx8)F? zsn?8d;cZ}9>u5*JHoz@^!AF;^O62C!dpDB2n`)cwA&j%TDMKyP)%VchLM|ONMChQ@}?LDK2 zD68ph-UP@QR0Q6txM_uEP%C=?mGha8J%aM>a1LQJKjXXSv)dqb)7p5@7ZcR z?b{dN^nJ6~X7K{mP35QL3>Og2a|%>G8}-ZHraJXR>BUJ_-zGM&pSMOP7n+0YIFDrA z?=OgW&?YzEPl$@szcR1x?I)t)Ys1RJT!DjCyp2!rK|o=~PKFSU(}aP~iF%-B=R*l7 z2*>vO3iB&dh%j}=ER91^c%YJQGytdBW*Houj`}EfST`1^FQw~C&|1KgFF)Z$_-$9H z!5`tClGZQX2L=u1*X|{(^*vMrSCSubwVoaB!UGP+(vQ8={l&7ITQL_B@bkv6q5 z!rriLq4C!iA}^3VtGQ?m9%5)1966*&7%%M3ox0}>yn#)>7|w?XvwxyH^ zaJ+!26YG4mYYgEzP>G5rFlO}X9Nf1G{|=03x#8kMSl>|V=5RVHgDZGdWNH7=pq<-#d+)8;MdHy{Ccu{ptN~ zR4nzICGs^3UZxEqqS!8Z4HZ&|%vsBzVe{;P+xL8AW6mw$asJKo&`2Pna<7OfzaIc+ z)g-&j&3i#c&T!MxO|7^&>u3L>;6h+8ruQj`AbQ$`DGBi)d^h`aM~WU{@D_%Q`;r5^ zHBQ|wPk-W}eHoOo2_Be2KQAKlGv{&n+fd-Uu*G9~gNShQz20~43{ZL5awnxHw^3Ql zsb?Xck~*!lEM{ibI#l$9=3trAt7zfj!kyX@{-K?G{u zIfYt8B8=6v-T?O(AEty-c&Ii>l2}RZ?<%ri9(-L0oTFKq z2KudN=-*VPON@R;@a@7x$h1dD1w9;NBccmc5@aP6zUFRVf})4LwpDvK#kD3O@E3 zd?Z3f6?L%wr|)2~%k@518p5y}RQpsPn6GKR5wIr)%LnVe$Gy#W6qFu+M|HnlSB1EQ z<3Z~sl(9Quu4_7L-4{w2H>@5^6W#zBTy*B_?B^i9vU~b(h5>NTk3IXuVhwPEXk9a5 z9`7;ed6x_VhqcSH_g8^h6c9e9!XFb2{CPc`u~BkQh0**6!p+?FZV3m%4UHA1U;bmNV zhgK#4>#3sm$1r(d-jZuEx~2p2d973<9axzidrroUAmX#modctXh`8p$YTK}JL^yW& zlnbYpqQ0NBP6`bk`_(m98db#m#GuB zs?wkLwZn+)QOEbwp1OeYeB&~mXTyn_oR&YXnLq^3?|uC@?iO%=WXFvY=}PL@v60=s zj0tNJFC%N#cEY@3+tr)R|ix2i~Tu{!`eW=`L$RRJJyTpEj`u|)OV>?p;6w;>+ewiPb&O~C2>%G%+4b5da2HJ42HazQ8jhR1h(P^{ zVo>e`!i}iTJ)CqJWNxeg-H-)1>f`5-ziUl_r8^XVV#7={G|J@r&cpq{UrQTe5$3`} z&)lxR1Geg&ioQerz?@0%Arj7K3gFHr%x!tr%dRy8)70klJsVZR+82{G`;r~7&1}4G zik|`-pImwJ>pEaQ-CkYz>Kd?E6aUQByASdc>47HUPo6;+to%jxl+a%iH!0zRIf$mF zlvpiV3G999=xGePd$rjR+OQ-LdM?fd+~Lo{f})~an?L&Q;))P^{) zGLnreRUQ-G&nc$2$6p2Zk|#YU{iBHdQH?T&N)K?BGM;UldW`VovL%IB3lU1^oP@zH zJ~{5Yh;Y8=t=34E)LY5a`u$A8@o{}pylNKko`0VZ?%fES5iRPIn?HgeXBJg>qoFs_ zzPixu;m>QF_k@3*2C)G{k9~CL(k8;M^!-tkz#!tUTY?(~T?n_$IPgZ-Yr<>veY`p^ zQgXg&Jp^!Q1)>aXsG1E;mWs;Ao%^7GH3;bq7U|q!#hBncV(>q z&Ci6fQxbMpUjSB+W&V=F_rEmaXv}?v3k6gHsj%&Kz0PJPavw(UcSm#n-847*Pne+UIDztp;MDH zDhStVL+gPNF~InGv3|Rg5V#+Y?)|ni5@fW~j4f3q=c<^VuYh8)xmq*tCWy^#_9kyR zDyh#(Mnw2I0#|g^Wk%H^khPKSA1ZMYEKNnNgmZr4V%F|ksEwhnc-OTTI5JY6a2NBj zy3Ph?!v8AOS1|YdqZZ`|=aA$y8cFKHeAhu+du7nLeTXW&fi=?J*ye--5mVQ~#CyP* zPL+vEiRkB(%}Zw+62|5`PXjV<15>pBnS6w0zSog#8AoC~+eQOX}||$=k1kMt16+3F^Qd zP1i?++xNsRNB=0{hTKoRecFkLViZJk7E}_xEtRO~0Rxy`Z)YhI;TdDf7@2SmJekn3 zdKHnWddWRr5rc-hTHVScJ`z!=#t+z)0^)zpGi6z3gxMSV^U)t)5PzfN9Wa;D+&B>8 z-KUfv-vi!odVh_mN%#H;YtM2jk&v8Ux;_Dw9D%zKKL*bD+e3#OVu8K$_dgdCSHc_h zef7yD>c~^(p~A*rlDcY$!mP|7B6sb-Q;Qx0w`Xi@ZN(1|rCddUCdWbUq```y?cae- z+de81#T02==MHS32!FV_+DmVmVhipxzx&JVr!1}zuCa5}FD0A@6aH+eSVUOTJe@Ev zUJ97>M+L;GlGi{(a<4uak#x}hJBaCa?|dTnfC89F>JF;>QSt+p@`l@8vNdR+#)kUh z3Fpyt#n+2kfi2w&1Fq7WPr0iBWDalHKEG0OpC&za;!g7hfvU{CEypEsw6!fdFJBUG zevj>xlluZf2YPW6(@>P z*1q*6Nfl|p^>|Vp5~3~1H$5LIt8D_F%d8VMskMZ6gx;ru(LYyxYCRPKyyM-kqUz#s z{|!lcVEl>j|1Yl^w^?#p+vbHAl4(#((imoLLq3_uf^)nAqlB zbMP?XXl`E-Fl_+XdFQA_TEe7lzjhGjL`gWch$Z}+PqOR3pCv-8H+8o|S_$(Wg%6P2 zmq{1kHn~igepG< z>AvJSpKU<=WZ9mrPyC6}#(9+R0$2;*jn!S(MR;qe!DJ{1-jB=KxtUE^v!wbt=8EZ_ zC*1XkN<;6W!Hr%-)%qp{&H%20(~rpclDx}BQs%XMC5*RCPl6}O5zeceW4gW9fMb{* z>-BdW5&8PHU1(LC?2Zjfj)mMO0`gZJq3LO8|~4rtu5Bntlfnqqw==ijb+fyw$t!Y%y8 za6T9VY)iM4pWRBpkG+yFiQq)AWzoW?Q<+3`X{31lIZ6ECFKAq2>jnI|Qtl8-%BdmD zXnJo3n0HR}J}8-v>$B`PSL}XGxcPNYEhhW~*<^a}1~_B9N}7&D5z+Qr@d|GKL~aVx zc^NkhxXVyYZ{7f5&#cnQo3I{)arB%AxCfrjcKEZAD7^9f`|$fX+`A`sZ56)+gs0Aq zd6PVoD0owA+QSG>JaXo;`rU**uh3=p{PDo+{Jik{_30p7KAdxtGna6gW8ZA-JO#pp zo%z`l{(wyPPlM}^E)q`4q0#S`9RbcQI=?3hF>9U`bHYHTVBafqi^YUFk{V~v0MSyW z-opl0!isuFy^w@CHS(@*#T}x`r0hjH)wJ>QhvcRG_+A1WgPm-RkpEp`&d9cn#;3+$I(=ZTw@__m{=FQS^=ay(#$ z=kD3V981`rex|K4`$I&WKE(@P*q~-U`Epw9H{kTe{CmtY0M_ctr18q5fdBqUbUU{T z7<)@%&Rc&1mbOvbz#Yl=?9>`O$M+Uteo+3_qTdOEN3T|WAd$eUSGfD~TLy@Z|6Q~1 z+DH`dL^n(c%kLfM{;n@X5O~H|D~d@tGHG909?n1=w>%xLAG(8o4Np_vDC(jkg z1|K9cU+6wP@cC5wGF^YT@S2ys#CHv04yybZ7(0z{ zT8?SQB{>id+E9^OE=!o_#2rC#JBZwCdcB&kCpT$+nAAep9<-pJ$ZN-v_SG)<`y}aJ zJ+pBY1^R~J1%v+{r0xZ_m>L5p0ee%-9j&)ngu$eJa)Gmi!tF}lA4=Xo{yS0Ot$Y6u zMG!_+iSu7$XW$3ih^W8V1M)}0HlK~m241{$PQvT6v+*#vO&APnjH3_AS5I4HhwlQl z^dyzxjSqaRa`0$~buLx(OjI!N{VZeDlz3QgMbizJIr40u_F!%ApaqGQ+H562G zvo8ol-BNu6QzjxP@%|DbyMJ1?((`)4zhNP_^N#|N<4gTQy3f%DBf!e(Ta@#-LXyAe z?ee~NlQ6d~(cHHv6;~`;XLE3ECob8PdF0tPXZ+VXHqIqk5#>2T1W|p3U)_Cp(58Da zDya~EGT?qjX}0>;b=qwaS?J(Y^=B3C9SeRz)`959>)m3<{)PBKPo7@j2PXbIBx`xq z%Mxdg*|)}N=_K4d%tWiMc`16RoH}KWTN`d!A;1Hh+i+X0@8dBlJ-Ajb-)wTc54w4A zm)29GDpYc~w9nReG5*#d`^5Oxchvf0(Y@b(Q&F9Xvv%mfTwEOTafSP@R8+p@xtxA+ zGy3<+r=~CH2kLuOU-R;}BPz}A(G(txMwJ~DFq)4_Ej_-TxzvP8T_?_{Zq`6Ci@wTr z?6g3|cYZ7%YXLaprCi8p11;R_prP^M#6jdUOK-#Em2LR(WAo140|&9cpmg;wlS-8H zCRSyvelUpNmfid`?K(=INR@X+g#SjNxke@qg&NdW%=>sAx7yGEdq9N0oDUQhZ+Z7e zL^y7s>_xs5qH5)b9CL>e_{*m?CedwE@RQkAQ*5T*!MR&5TdK@mib~4Qq||)H=t;Df z%=$DT?yOYU6SOiKwJFTrxT~lPwaIy9uAeJFC7Rk{yuA}pW5Lw0$)D75_2({~k`K11 zPG+i#PgEGHDP3hVb@v(EcKcIe1UD1)onhKEW^6&dMN)21vpKC7LH%>TSfpR^Lw&ma zuM8Sg@Xz`kP3EI>P*D-@nvtszct=I!jy0~t?Pr>uW?gbaf1-+obK8|s?Ot-I`oauBr+F-HyA%KZ zlhz$nR&_NfM(BZR#RGojdyb>pRjW+Dw}hZ<M zbVt4J1sBH5@I)04?R!=8jZkZpLC)}heyBd>rujtdib@um4L)8Igi0Vy=h&DPsBv-a zt%-&=am^L0q^}=sv6pDE-^8mgP&~RdJ2uuISBJ>_<`p%fnm)>glZ|RFew+2nYcDFc zKKka7umIPMm6Z?f+k^4rUH;Qe|Kf`0!cp4~-^a~HmYZhmFvhhz$KTV%>A11%@sGJz zyztO@R&I)N3U2X@nVDr>hDsCYxdSTkxo4uqS%ezZJGTx`l0h*$yEi`Zj6NMhKU7K0b=}4&ZvvbJZ{F$K#qH#qY{HD{#*7g)vVi`Qomk;D$lx z2vq!j^ttu?5LEKwht<^>1yrc}%JY7SEzVg^jcZq-49C^G{ysm1Tk%0kpoTKVyr*u# zyK${otLlcJY}_K<-^4BVXgw)PFU#jGJMtJ+nLO_)p0E=C9a#Lj|BMrAz9#j>jPf;n z=IL6D%2Wz@Ss_`tSaq??%Rh&4i#?M3f=@V2(Cp~Jx5jVGt(c#S+iokCf1p zS5c_JtTVUr)=ykwMEi=Px+Srb2Zygf%`IX63=IR^OwnmhZUBa~u0bX1@OT$ZdDQ!R z;l$>ibX4h6PMlyf6_VX11fX$JZ1Q1 zF@9w*Hb#L&0^ zkwfmNqAsaim$?g9%C1`aXmSjSl67>JdzOXU-KqBDGW7A(;>Cem15kb^du(6Ba@5pM z=T9g)nAX9gQh9N}jlDZicVOMpoz~A#fjzZQv=x=0`p@yt<8XoJb%%jZKIn_S?nZ;; z891u@)7c$$4JcJ|2)DRJqawSTRX3Yj(a>&Pnd59TTx&l4{kT~+xMjga>v;QV_}77H zRjizD;63_OQF&qs%6;%B`MJz1l(DVao3mdR<+$YiSY^vc)sGfXLfilOv(&O@b>IE_ z88s?>xin{wJHFd_N{gWoi|RUqPdFT?$EB-NoWzkl@UGSC@p^xgF8=@;84xrlFqajll z-9!Iy$BK@1cDOcZ!OneJ+fl@V5r-Mc8&RfT!QqX@jhN7~avM~sf7`D_{v>L>VB-Jm z)COFsyNo^kwmzt=lh@SiG{R-><(1F4wJ3Ru%#h;GW2g>oTedQ|4h>A-JWUpJQ8l&p z>hcMMk!N0aFApFrUu^}z<)}!%=VO4rD(>2MsBPP}L|kXP;e9tW;pV6MPtwB&aifdt z(3DZ{P{WI_{{7y2ak|HQs{n=@%9c@l-_y7sm|sT3FL;@b!e5fBaZU?xxxBH*YmowB zpC9Pgh&qfaHWc-~>3xsF{P(Zb$k~sZ?>&&QC?1Lb{@VX5_nRrow$67ni=K&U8RrWk zgC+N!bk7uJt*Z_^x6KKc7Ai*W-!U8Iz8v3q#M2ZNQ|=XWdr*fQ-S5OjpKZ62irFaE z|8#@XyWgldW7=XZ$DgSD$ltZ5OG9u&mWp5gRAcnda(Qmj&Q-Xgq|m6RAQd;yce>_i zJsJPYI8$gHB*xkFTGl2MTNOeX*`kvAj3N?ai<A&RrbB!q%}7l6)a49607$M|M`=!f5mra)S|k7>`L=(s9A4>p8w~gs7>0Z z!L?R59~5SP#a@o%<@Sz0igPlk@u3;Y+-v#y$eho>hKgW(Qi#lg`#EFc*u&@ zy`jvZkOh}kTt_`QDRXW<;G;ZKw`+gxdVy2CdXXd}hS8hfCd)_HvV` zZa2)tZT*j84=tL5i+{(P70PW#wT_=BAGA)#U3(Lk+>?*RElI8&?d6MbcdK8PKHi4@ z#^1^r-#r?4R7&sPf)&>($0VFKXY|z{7cQczimk)U6LoNYm#Z(nVS!WhJ+54QY7fd+ z`VtiEYH?XAGxMkFU6kCwIr)tpjVeBDo>;&ffxp$3ZoPUr1C<1+{k&CHjZ?aqYk#P@ zpo(2H4-DRWf{Wd@ogMTZjna&auO=@&g_~dOo^sd31lM1myl_KpDR8|gAwVuJG8ru< z%re}($$q=~*c*7jTsa|Z)B}|H-aadDZ#?=Xa;KbiP^s3e{S($n&MjkFNVefQ)J%1c zIA%Cjai4rr`X=;wRTH-$EFHVg&83Wqv6Wq{r7{1FBwu=V$f9W${(JM!(ZcTi_@BGJ zX43a!TwYz}mUW^7{hfVqq>DHS^@hJ#Jz^*Zy-YtE6!7&bZcLo&S^H}W{yXzk_IG1j zTqEUIp)4*vS40H^SusbIx^TrVT4#>4X9>?;Wj;oknb*g7u3m`R#GBr{G98BV510h> zp7;p7sk9CW=SsOBxHUsNB;(^E+#c%?Fm!$*s)@5%-MKdx{d=R8Fi%Gn=hv1d)~rD| zROB1m{HqsLE3NPkh*UvMlHj;q(-zhL=d0MN-+0?3gpK}=%rV^XxCrEoCQ*eDKGPpz z;`VzC@}G4#>gPpERJ*rJ4u5gLx!Zf@%-{M6g>MS|5pnZ24ySPk`%uPM)p!3s^`Q#o z`C66aE^6Iz`bqdL58SYM+7S9PQtls7k^J2r?Ur%(rlL&h+RD9v>YU&8 zTxmFoORc_|jrTA{Ex%~JIF4G}`$c7pFDlCz*0TG?6`UIUU?NjK0cS=0S}3dFfy>YA zZE)1Rj4DhwobX*Qi~AJlh5~LarS*&WcfyZxDw=@a47mq=niq%u4nOjFVsthRvpi9e zFjDf*mqKqZDUZUf+Ejapi({YaY2591MHvl~3^-rRao+F*&4sTjagxuUIFjszYR&gW zpPD-z<@?RO)*$$RiXR8L%I&vB`T0KUuYOyD?uN|!FwW~B%A2flVe_vblp&_p|8#JX zHr9`OREZn5FQpP5+&#M|Xxfep6cudPa7VQjrG8%#Qq^+;6|-HtUT)uq6M3;do65sb zeul@RlnjijEWR7HXRO7Y|8b)0uQ{;-?Dn9RCy~+SayM{axw(aD!$B0fxN^a)c3B(~ z;u3!7tPB46^~-mqTY9KO>B=PgYa4LOW(t2i6?I6tx%gKVt(V1pjN9b0=|og&WIiva zT?bcnrnG%*WgI0{p`>lILORrG4}*k+tFUDfHOya!66Xxcho zQ45XNG(lyF2_X$RUr@0P?emQrcU*CI9<>Xl*|l04TXg`-_ScW;Y4;?bOED^b`*qZ6 zz2a5!ITk8pr{*2M)QfUj=(!lK(9}M^?otQ(VE3WvIx)d1UKtlo9&x~fbXhYQ=Uj^X zbKasAbzZe}OnBOXn(b+w7^~XGb(o17ZY=N{=JjL%mC2+Vk6$+r)tavS_$|T`RqW0^oaEYx>KIv8Gh|K?-eF1( zd>9qiEc!ieUm-57$d8?O#|l-O(3~!O=Z#!zsc1R+vZ5t**H&4SE=~^Y%m0YlHdM9# zWIO`SCR$I1)7P>J)~>mMqr1kD8pjA+hkTnhwXDE7rK2~Q<%XctwJSFSye6njwybgW zxpa`56ULgmw~TNmO=*6;+>o$faZ)|c8@K+QGb8`WA=JlMlv`l;9R041^DQa*ggYEF zjN>mJ2Bv(>eS-)?)bMLtVD0Vacxc|Cis~K%TpFO}^m<e=Ep?yK>lM95qzb!2M(Nf&FbXn$sW2X2wdAVmwZwzX?I^sk{ zkvuR%hy6KyZ4zo7exRWCb`%I2>SDGX$OD=3xGx$tLR^6VJp2$H@Iu z+%^tXV?~`^(^b(x6)%%#V+d?Bt9|IHE9w!_I%U+ae%xk!@Ht@prhP(C`!5Pp;D{?$ z9cXgZU4YYbl^JW+Yur0fsIU7j$$UT~ z{}9zt1@7fFR`&ioK-Oul-o5V_*s_*I^BmUW=Ef2JxQNH;#Xo?nShdzZRTo%my`HAuTL8Sy5?g1n7HVyovb_DZ9d7WM z-<6}h24(FfTHi6Bl*X-!-%kQ#K zw8gG9BR|D}%<|If(Ez;^GZuAEK^kN~pgY57u^hHg+@+Q9p$v zI)(?2yVh*+zXrU7-cVx)d0?1~p*HSOn`69}yPpmSk>cSdQ3Y_?k9f?pi9sE!(nhHqqTJLY zz#KK2+C0Ja?je%ODg)$cS>6IXaKxtaU}+SvF4whAWL5$H@Ue4H2&mamd_8M^7^-x= zvczLB5%|~2Ioh2qz}KheLpZ0pZ?D#sB#=Ec>(fE!&%j?bidsxYHTm0jyX$%b+waeN zhbMD@Gyh#_X;>^8gd}&ngQ2*7facGjzuOMj7uW3u<{1i1^#G+M7)Cyvv>o`VG;e~) z#!35g%}$-0aB>)7t}TiGtn3X+mneM4I$*PDJ`Z8J=Wfb~-G@@Cx5CtiupPqXF6x^Q z)`Cd2Rj)Rot{O>to>n6{cN%ruZ^h%rg}Of{RrvttDAIC1cOCa1qV*Ukx48YqK)nGT z98dFMaG(5xhS(-`+}siExp7=4dbHSJ!ple6ctEPhM_mmom*1Ua0h*bV%yS>=nzVC| zx2`4dx7!B(I!&hKjpyc9* zaIIEr?Y`KHgn?-OARbbEo3`+525{?(#yY*ai>eLYzc$LTM5XITD?1N*pzc_De;@eI zsy6&u)`6lo6?c`G6PG&w51(y)k-B%O<67^9cv2his zeMb0%V%tZAvDGnp-ift%;J_I6Tr*u9|1rA>MQ#L!@7$yfyLqVZp=OM&!(tHjy>;%J zT#S3H61=w5IODr5j?zZpB$+eVN_* zzfd=ghn#`SHjYm`uWN{7C_CTe06h33ZQMHhEqK7&N|K;uqPpI(+4&>laL+EwDN6Gf z;kK2>y!aUg0!z@ye<^2$-a z>+hIlDKfyuluT_rDt+!`+Irj;_fOQO7DI4LCBE!fKM6HUIZo(zn|XV)VT`53EDOZ`Aoa>3+;C~?jvl)aXfX9MQ{lyI;Ot+L5;r~-)f=^(uyXrMIF4H>!4eUl8%Y5K zfRjTDYf)Y4b`aZw9dfZCFW|r*$Y0D=xnO^lj(bKwuok z`OBkMp`Iy!GS>-~;#^Z|J;oSy?vQeROOHp795MO?5hYqL8h7Le>YYUy)mRbcra{B! zJLjXu-QP9_oR!>{=QKxneH{da338iv-E{zwI_=vATp5~k1+s^8xn%lQB6EbNbs}Ub zt}RQObs#4TcV3CgXPR^pMtG#Y`lCVo(O>ae7r#AG=LHG_p%03WDcfo> zYTy6P%FL|=MNrfkrTL%`o3dr4=`_%I_Rx5(*&Cb^u>EAuqiw)iPW#CKYrs={tne}_ z9Y6Kci?)0`FsJO&^3d-va)Z6o$(NFQz|d~kb73dyiYmML*x!7oz6J&klF( z-%5l#=TKxkV4OOzF>umZQ2aUWNW?8f6k-PjANwYt(v>myo>$((9r9Z!un+2wvmJ82 z?+&tyXuo@0zwvQnSYQ#TFZvwZdnb@^mA~z2o?S+m`jYUFo{AgpZ<=$z_X4m~DS7f_ z$^AqN$w4K4?Y~z$Uc+e1TBSoy%?iY+_Ou=m*Zkt}Mh>*%Do?-8e@$|@q$BfH>C0~1V@cT^ z&IKML&TOKbD;`vE^XDwBMm4cE;&qnZpkaQ%?8`ApJ@53egpKP*0=sp0 z`nahtaA(NIVUrV@P=9EO?!A&Tc;LD6PPx@-z&}>V=yHi6B6IqpK)oJiBMuqJ6XkXa zPs1UKbLss_5SU7$`;xPS(Xo{>_9onGYgY*;rVt*{!vW(T0&@f<(^-q_SIDL$Znz0t z+BU=lL^GnP#arOMG0@!TnhV^haJQe6BXM_6iVyEi8Ey%p7NG`kj~(sr1#E+}*U#IP z;%+8=PVrEP;n<(w#^Lr$f9^X~eL~GgXBtMePXrM?-qOcq4W{!RPB+0#3i8MHnvcUZ z6LwG&b0R*KS~B^<3)H$p)=B3^0_sX$KO^hZOTw~|yoU4J2q$ETvM`Q;I%{7(_p@CK zvbXnA!UtTzJ8t#*NHnmAsMqZ<9(v{QkeBF-Tg{as&0k-`T~|h$DV0m!>%iQBnO)^* zfX09w!);MXTOR(rhHKv%$BOFefrZwMKKd&eINg3HO7`ssPSpElhhsEw`_?J96fP8? zhH*A8&zSmwf`0U(f@EJ@@Uph@j@d!rgnCZqCdLEvbM?`

MdrS-zxW%^oK zu0Uh9P9C-p*sJ!JiTw=;Q{_~{*Kyh)e0$N)?D}Qgb1!#zSamJ18+VsAjax{VFDc{J z$+%roG&;Q4Ll_sw$fukw0G1?6Jo5J{5x72H;m1IPy)u8w&QThKsWASd<#bb=yY^?| z5m7kG51Y%LCay*mlVbMdd~Zbk{uIVkp75rfQ>)8JMJX>f7M!T=MTzTwQNUZ=cGAJE zz|IhNtzM>fCiW7J*nS9a=_kOPr*5t}`WLQ0LGx76;LRWDMlpG~xix~np3y*2Jd z(KksPd%vLYntdx_e|@;QWM&oc8goSIpSn;^^!pN@@Cm3~&N_MbM}%6`{9^25qfp;z zqasdWD5~A-_+-J2V{M#;S82xknfTLJELsg8lW`u8%wWs#_g>la;cl?B3V zDm~Z6Pn`qKO;VhShwjmwE?gtci%{1eDs9{iDih@QWXm1EIU7!As<+n=xo_BR$rWgBYVaM9Y~%XVD;Z~lbwCtPsZ%Z}s~St|%@qusQG)4Ons7ah1k!-*DFprJ$k zX)D#_K;iX9O0bK1SI~Rdz|@rP=l9a`>Rre$qW`(Bjs@=D5x&2F)=0wP&E2SFe-#g! z=1~qrAlgAM1_NU+J)Z=&#+%9MYjjZO)m@j9@AXOIiLuRz?UMR&&p+ObRI>M=| zJCc7r8~7Ia6W3()qk(rbKiJ+sO*rGm)}3nV!8J&M&4}_QtooMxWqG9_7ynatVEqKb ze?LJ!!Mqo^>yN!!)^Qg7w%hS0Z>NAT3Xs>%HTJmoSTp12>||VTW!b!9E<(K~_e!?S zRRnGl*=%?84(gfKCg-Lj2O|I4HFcK5LCI)pb*sl+JkZ8f5Y0irAO0Vw=;#*pAJ?i- z>Dg-i$7AOMYsL|WQ~r-YAd+&-nZaHQHn>ajfYVYRtxlf~Nuq3r`d3J)=N^vHNC)H9Rj$m37_o*@clgJ@`y^RQ2;ji73&Vm;dDA{yL#KXD7b zKm`30Uzmqq1fdRXpoa=Cs#SD&Vad-MVn}W-+@&h@Y2)FoRKYE&=SBM#F6%>KY+K9G zr&a;4Sn5N?4qfiOh1Z2Uu5_BmYD_^*(?$&>T4;dG3tA@y3XmP?z0MZ|a`ZU^C8wt; z+t0Fa$0+IEtZ2lF3vfFM_cmwGwtx5(_w>+v(!l@E=WW=rQly(R00P@1Cyv_dg7Sa+ z#+(Nu$A1Y9#5GG#if4H5MgyNE|CQoL;1AJ0pSbcyvek79OPof_%*DXAlkS7}Ol?}{ zaLX69Oa0$akJ*efyW}PUXQlG~LrK1kK6wHku?>_=%_{tb=AO8ps{>N$KT-oqc@)rX)Vh1E1 zuf@%E>-s!xx^SDB%=Nzh9fWfzm=ZeU-t#o)3WS>V{$a0^QCD_L&xfIRAW+PcB$kgs zXl#)kzVjg(Qlz<@xcuad@4kUgK)y0BA!4;PaP(ajSg|5W33cbw7YJ%C;@0XW zN}f*;-50@KLDbsGTGVG-LVZDm8SlMRZlMh7@uyx>eZo7<`<`DGMOcP3KLZzvr=^L; z9Kfx^9=tiZ<^%3saBJv+?oq;cLUT7jxS*Rd#zsR@UkBi24ZEfYKB(t3ykd@UN< zKeB7SSQ`yIq-0E!fw733DgG3QJAK#`AQadO91f^%y-gVRsfNaTV2yw0k*pg*m{LC$ z!rMr#-H8c1Ek@&{?p0vMl-utzF9+_8uj3>YJ}{G|K2*Y;Ldqx&mB=dPSmfMBy-xQk z0$X38=nPzJjgoMOa9^6!VMI7neRhp(69M<#+YyyM8H6b#zVhl!D(+k9t$g|MLc&P3 z|2`r7A#i6_`6^c1TV(J3CRdl!xLK zHfyO0Pvce%hfxj|>u{%&7ukBz4Yyx5I@EP{G|C)J=YzO+bngB~SWc4n4_4}4e+wg3 zlFu>QMxmkYv>pLOQlAwRv)E%r;=BN0ZTUbIT9VIA*;l&)zq4P}^Ya4KK+A83q1G&# zi-+46Uf<|rlt5S})Un-0IHZnJZlk6!#r6&n8}%HQa`8G=k8{-)%cCJ`+jjOHkX!I| zv8#+SYBwLX_WWiQ5SP$CN1(`yZpxUQhRatzc&Gn23xv((dBQ|VKKO^iGadyoOY~J) zUl;XOx7_-Bqz^ZYNy~A&;(~`R*!Ws=7U0^Cs~ZfTl!90EkyHDL*cKJsN?)|uqS^x$?`SWsxFVk@Q_D;7IKO}J=zWUte zIfsBz+MD%f?J5wisjIjjHyOQ`-KMvAt*Ht*uP6h$Gv?8g4dF#!F&X~BHqD`SNDU! z`9$EbOU1ZnbB|S>axpOTDDa6j2m)7703T3b@9*Yr`Hq`%W^)Z>_Ttk2eDZj5V)Y%z z)&iq|GPL`E``7zT-lnXH`oLo6sV!QBk@clG&DatTfcbiv3PoTJle5_WFP|vb?BB|J zuZsH2q8X%F8)Kh5zJ~z!=(@?m!OOsP>etb2=tLR3>eV-Huf&;i zLcP z)VktoP;5`fQ><-qcf!Vs&$?T1_~mI~g62Jh^O5FU0DHOA_eog%?VtJ*(ID&vz>b-a{#yd z6`uL?wU=<1J4A~!v~d^z47GSfnCXw@B8y((e<>O!vAPYY_?m#XIWi4I<3_hWl%I+R zKb^N2-p@rn!^}FisV@hWSGMdVmEnZ>gR(WV!fDwCBZ|L20O5zOgtxZO2qSbERk#3q zpXMRwn>x5_M&zca5C`J7lx)kH$gK?5|L79}Y$eB{2mT-a=g*=x^7t@xyAs6GeghHw z`mi^z{Uh$(ldHc{$CvQq=suX_eWUP1+i~aI{ZzsSva2syYs?aYJpK9&2ce-#^BP%Y zkf-gwtO@4}-6tdLIOog*hLN~;mXymbl=@%b_WE1rqRS9&rN#~WnkDzcVas=)3F+D&BZ|ktOwnu7Wwsr&mP=(`|nCz<@E8@&xdBf z+Y!O^-9H6{2YZVqr)UFD_C)F%m(hgb<2dW@;11M1YW~6a`(Hu!wRFFS^_@CSn?a77 z8NBlGVqgbT7%vuXP3kXGmHmjTy=FetSU4OFP}!#QMqGXD`B~$4Ob{hHCA&`#0$Gp9 zJ=0H~BSN72Pq@Wg|I6Uy1Hiqi`XhViMZygHPBl33fCJtCz&#gfju6Ps+=P?AUIoF7 z5sibE1Gr}f-48=0dlFolG0Ul?2g{{9pGm2q8!qi`WVdb%3OY3csr zyq!V>^~Ucv&iMg+db~ZAFmn&Qn|wK)FjdY?DEF`xYlSc}jG>gfk|wSv7b$PG{{rHfb{-*YSmHus;r^%siu9{VrrU7B<>}c+I!9+v0oZJg{ol)<2+5iZ3I@YRi z51vQ8S8UpNS|@?IgkH=ChAm_Cji!aDms->G83d-)*yD4O&Jm6Zt#bwbx(R!#GIs%g ztaLA%sd+K~@exOmt4Vm;F=i5ORC3X^xaL6QC)nPc=_$ZnH11(C$mWIkODbznUQX|C zn)e&SzBS{KBkaVEfR45)Zw(rtwO( z9pqp9`w&0c3{)$V_D&u!MSVNoQHE|fcb_)Q1aA5S>!wlvKxS>( z#tlpTK$eo}{_e&@Pft-`Y2eR)!F~GrFsc|c^zG^x1K_WarAT48&ti?IhO9cOc_WI_ z)ftHf(?@(>+^`g6)er1*(bEQjP^x3?ci2N2Jrfq2=GPFGZQa#XE^|R)riEyR>^Rgf zvt4w1?MX?UO8c>bxP`LUF(>?pD{_l#w-ByMY_MsVE8#y|hF2d9Ljz^p75BBAaY@k1 zY~S?^B0jX$=HR^+5Z*U>mAx|>*md6ahWe8TYhsjT+Xo$7Y4+%#`O1Ex_~w%Q8s$Hr zkW{c%v3xaAt?~3*GPnSBzFsu%!&iIscSBCU@x9lCIlH8+V_^+p4o2pF@%P1j&r^Ix zPd5Vw!)b0>$6Da;x}O)*REhec12;RDIf5W--n>gQ7@+We|LP{sm4wNh_e{xc3-HvV zX6>_j0PMw59e3HAIqn<(gn)peo3FnQqGc0~ot7U3Y(A~)0nWF#Q75lX2gbhcARE1N zz?wh}=rakYey>$T^H;(huP?*b0KkdwQ|Fx3B+!Z@!)MWN2#hPPJ$dzqp6>UWNy z5+U_l5GrW0DBB=ph!4gR6F+w?mB*% z>Sz-75}jYG#$F}j)0FIaEbwc!cGs_YMR>YWJ_^(6!y$3-eZu`lbGL}Rly3%t7k4J@ zPgVhz>O0#L#<`Mvs*GAN20{CM|G%jwzz#_W8+HFF`gA00`i&RLApR>$8Kr=1V$xd9 z)inHbsi;y`J_HSnkfcvN+4#E7`I6WvnUd!dby)A~Qo_zDpcZL?btj-yuXiUAxl&(` z7V47?ag}8Dgyl|y?TJdYB->tn634gE^F1P{-EuJ@)0HUZZ(=K0eV{0ML!76e=ysh=g!Ih&c=o=#)~U8oJK|M|0Ug*!U*H`fBMak}HT>_L#( zL9HDg0Xfq@C3PljoK+W_GD~C&Oic3vaCzI=KYLG}CXC$RU$P>9qVQRIf5|9(E0_XX z2ya#Rww(hz@Sq%JkSZVoWz)0UZZ!cfCVqrU*$=`gIK5f&NI+p%kw(^@d?L$|?(K4E zJ9Z}!nokQDJtH5N9$e=?m3X0+$gwgLFEoH)vZPGOs|Oj1!ai<0VVltPG6*lsr-arZ zORZb8>QKgaujG(xPsi2>iDD+y)P{1-Mdw z64dtZ)`=~<4xpZUG@pvdMmh$V{7fLc@8%RJi6{+?yLjPp5okC+o8b4i6Id2Jwk68N zUCPuL(*^a6rTHvGUheCa2Q~MJ{00iJb{iP;_ddu;nTtA_rTe}7eww=|sqdtIWSj?i z)x*wzL<7wWmuT)YCF~hrugAYVLpaiYAmKi^KgTOB24|k^AN4$NHeqIauQ?P^fCphF zWjqVRuRO|`JvR@SDQXlT7kCFRSbMlAp!&w@x++sMkhx4R{t%WcP==epb_~^)gi_Qq zVCQ9WV-Xr0-S+y7zXATI-(|3W_Z`B$BhQ-z@5!)L=@yZmZ8&$#=zX&lG3pBw-aaws z9qNpubsNCu=@w2I{v6~tevkgPLX!7%j9qh5+ZIH{`!&AF`GZ)raf|D&^+YK3Q3S!f z^U*)t)(~;}DL#M00#L{~J@M34Su_wt`#loD4hlHAop9DQUypGnxHc<8XM%4V2zJy{ zMhU>1wxpaC*?}OVIma|rh43WRtY*_v!g)T;{Mc?a+^*oAaqN2!@B%y(ciR2M9m3Db z-rMKkvXMK2j7XZKeu@-+-}4%nV)Sd?q;x#^pI#})_bTtz<|d+ejKX_yap%!R8BSvf z8kG7x{(pa#kUNc=8xo0}Y64~Ki$V@nbUL1~Ac~u5-zJd3e<&duVI83Gr92S!M0IaE zY6*NT%Xx2|`#_XS;j#~-I9uA!h$zQVZN905UqIIXVkDTz6V^&<;9i1TcZ#%C4xa%TDbE4ejpy(Btg|JI2T~tBb}ki; z_Tru#%jNs`JtlJIuwhQ=NnkumxPSZYCL)-zlS-`6z#b`=k^N}z4{z7)AaA}{dCKJg zP>?S_aXVria0^qZ0lDP4-sc;alo5_A$K+yBGAce@>?Ch;hcMfIwS^zEC#vgdE&y)$ z%hpf(Py(D_+NT%zC&N$OK9~i}`3VRA_D)AbKV*55iU9Y$q&Y&s9le|afq{Y+y`PVB zF5k=?eqtPO6&im2u=4`ms?kf+x7FZlFYiS?`Sp^B-VWK$UHc8xjocm@uQdl=$Y!eH zh@vcyH4noaXJ z@sFLFKmNQE5$>A)vFqOd1FpBh!>N&SAhYWMtI}a5VJSxBM>1_eZ4vGNL-?m4WTnd` z!ZDmm1$-jAm9jrJ1Mc4q6!-uQbmi|~g+f48u=wFF(-6=SNv@gn2EwCUW7hQ(Sw-5v zlL%~#pT;scg#X&M*0s1Fc+K?Z#eL@}Io2A&o7&12nc5m?IVKHs+>Mw zWV{ENa#Ko4PZTvW?hP||2<-dw!_=qi5T1511!@E#_WkxztWHGRX^tDP=bsa;d!+t9 ze-@RW!9JSL9)e(O_UnCRhJ^Rp^5pIN_X)3#&MzhTVhB~C0Jr$Ke1V!8;ieoRQT?7E zzAK&o%ly3=c8~7>{0UMYOYv-zuSTKDM7YH7ylKq>BJi4CWbkAg5oSqwWP*Ka)6FN; z;J&jo51O#jZt1z+UWOZcG;Y5*eOD4kxf`zD@d8;{@z0GV=LzG*6k*QqEL?qM9?R&) z8{DnO*LDwbCkmg8K9zj_4oqRW<@431zB&*q z`W5$-(93{pBbu>_!Fc-eQEc-ei__G$gpLtRNchC2-aqmtCq3yE^ zkvmzyVi`;vbMypJc{K}7+dm7pS6)ov&-nxjPv`|RB44IyyKHz6QE2dZ@Ki0Eh>i)T zF~>{t&P!4s9bwPk;0m8!qNGXJ)2MFPq$?>)`atXv{itQzM-NU>*AF8i z)Rm+ijj14t9Y7nlyd>Nh^{Ufr=1J~{Hp<9@uynVSDC!?1!ucbIo?UJx%1O_tCnPyX z^d1fo^ii0m`RE5qa(0~UhutzhI`rx&;ePK=sggGYXB*8cu+&ZkW}EzVhk+pAyA|$u zVS4rd{8>`BHtv5<83dT1mJ=OzA*rWBU#g!5m1(qp3t_D;>bE+PN#y6yK5&FH%J}pgg`dF5rhQL9C9Y$>&9gDM z!oTx^+o=*F_(_4kmjWm4#-$y_Q;2|W_gfO>FbX4JK;(n)$&BEmpv+io^uwhQr;83y zAZj8M38~H(;d+f*XTP}u-<)Ays-?1-aHl^!@NV)I!X7k#eGNGf=Dxtc$`_o7OyoHK zMKgq;W~<*jT-*xmPTF@Bl=qFKj8}nOuye({)(+sl8oz$;CT+sZxzpRO?~XnO?wPk~ zj2U77Ds6L%9KgMD&-UDDy-m1vRe^7Hh5>65Z?G%c6u9hwVQHHSLA2)6n||95z$tJ2 z$gg-uc>AgG3L7|`P?M>-3Y4Zubt4&CQ%VkKF2qHYdV^Vk(%ao-hx>dX%GI$c%`6-}k5inCUdP4EW~8GwP1o5_Z?mtc%>wz~5W$@Q{}T{Ht_7 z3xtW<6v-469d?XbaMh0}K9Ta~Imd2L3kA5#TgutscG2@2!rQvFylclG>f1_l{D7@L zOHppIG01(T$`4oI-9Nj2(h&xcSGaS3sU4BzRa96sBx144UrFT&yvrl(x2x*|V}>*@ zU^i~*o##^`iN`d@f$*D*4P=a?342HJ#7*0D2|skx^32Hvz#NlWH+|$q?D8gjIq_f< z#k12y&+7t!b9N*aFS7+TbMCM}OFkJB z=RZTmp4rE{=WGN1!*ERv`(6;;v7!Lgz&ROl_n<=qaCE3JvkW)^*?!MnXaeUp?Ndt_ z(tQ-d4KD2~o126yJPsM#4ZH-VwMV~M`6JZ5i{76AwlUpc14Su69{9tnD1su<^riiW zKzTolB4(pniz7krE)F9~W_16Y@anG`e7W8Pe9IH=`kKkOd$-BaVOh6PyJy$|voFVi zTSe<9(a-=tZrP?p+{t8A1}2uGnAS~aWwY&ocPWS>@`Ero{vVg^3_JlZaEZSFM6-re zM>@|WeB-;R1^vH)J8RDr^XMufI8BA8*@PEOH~v9J-=nR3_a9JuOxbzv1h!bpFXHr@ z?@22N0?w(_^_{;T5k`In1z-hc=+@gRo_VNuV6EBfPeX*$NcW#{M~+lS%v(Cbc|&3# zZYW%#UK~s5^IuIF`PUV=B}0?VtKS04wuWi|OX`Ea7o!g|KsIeuYxzwNA_)1*ia1;f zeCc@yRvtC39WALl=dHb?Cj)Gyeb+{0W)N{2H5S;1dngqN%bsw>TkwV1lL_BVa_gu9 z@XLNuzmTxEyjKX{wu|uJO&eQtJd^xi|B0)!vS_O=A2_-H={b#?Z*@)g1Fl20q#&LN zyo5DPx3$`UrSJJZPj(O$E#CQNkT*e+NALJEqb&#I4o?Z#8#)7JMNHOEAM8a#r)7GD zi+gcQUPBkgPl3He%5mbio(dj}*$2#koy{pFR)jxR5_T390#lB{;TaI-qs1+!awPRh zFzxe)n<`!eR^K{~2k7;o5oFlPFLT7VC3U^p!h_-*Nq*c*^N4_5&5$IT3Bdc0JI8b} zr5ZaRJR@58aw|ruOoLf6Qv@jU^L=5o_6x$!NqSSYrIYY}Fi(FxcSUlKruE7m3&ZWy zcq#ZPVM+bJfaOyqR-XP1nB(2|%=&Jd#^aICY78ts+{0<@ogO`w^>v7oqC;*;rE7{1@MZSv2t(&S-c+v-C^(Y&-)kM}LG32G4q^{%BAXDJ9TRqwq>x^4E zhU}lDTtyvx(}`~3e}Gruc-UjBItWZ@-+3Z1Ew*x$Edi0G)W1tynWgmm!)Wxoxx`K8 zcpmWCxnr~(zJr`}&jyr`mf?LoZJ`JaiIQBlD#pifOFt_-Hd(D38QGWquZ!Qz+1$8 z`>fuF$gGiaT7|um+ive=VD%jQ{FM0*r3QYu*YSJ;5zihdZCc3${tD@NWBsRJVP`&T zAK2$c_^BUrA4gUb<^?JLkg+l~L}vY4+>|Jnxa`RdBH&2;{ww; zz{;jD!J5E+KeBYux(BELP(ZK0&A#F6i&OHFI-Azv64qb0i>6O7aAGD?0#7t_uFN6w z_esgUr<%>o?ZC}vDVtSu!p)}uF#@7NrszXjRA3xD^{V4W&qtG@oW?fMVkWzu{|B4au@ zGfh_y6m#f&6b(uJhls$1_E*R4`$llIVy5G^INjTUWCe)SX#R)fUM^nrQcV&!J}y1A z(yE(?+76Fcn^Z{n%N2*`x#Z$r5`kwMDHn}ZalF6 zQgR7Z5NfFkUC&-bCBt9Ja$hotlFcxk8J`;^`4G)%1Fm#$3`7&$Up33M0LS)6{gye) zfSDmS=yD$Sw$-_(W|0 zgxYi7x6M9;a=GF~`J=}WanC`@K?k@%jotPVp_8-2)Cmg-KQbvb=Z}E!eVwRHO2Yc5 zG_ulJ1rM#f+c;MdQXigmiUGJxhWvxWi#5c({D@e zqeEG|X@}9Ew4TR({eF(aos)oVE%ou@N_os6+#>VwYTa94dP@6r0xxO(%&9*3U}35| zFx@XPXWCbQV4I_wsk|=8{)nfH6bS1B?fZuZxRUUqiyZrf2+!;cR;bc(vD4jW#?;jD?_`ypT=Gzm+zbiuT z9rwj)+6%T<7rq8=q;Q5|)n|~oDT&7F0jR}i!JMwclKcppQVZBbR6_foprIuc&S@w7 zKeEm{uIB&!|LrY_&>*3NXqkoUm6TE;D`l0CBt<2oLLrefP)NIIX=o4EY45%FY45%F z@0`>7`}ybh{^$L^y>D*noY(X9d|ub{dORL?jun1Aw2!1!swtl#=tJ*ySKTQgSmbH% zBlLCK>mQIhMxv*qyw&$=2!Ty2oNuP2r%QR>g4lUEC#?L6Es13xP1gxaL94GTRK}Cm zAdQ1bFddy=r8y%&u!U@XRiKolDl&eCwAr%6mapM`AKQ|cbO#2uA7x|F_n zMW@1Lm8hUWZ_r zr(#h~l9;_#e1sDhsd4~iV(pCWj*na!B-U+~)L>m0XilAf5|u%4>4;GWTqNegZpMiC zUV`C|6dkI%9?S?H~b-6Fv#`oQp> zSSN{YMK@1kx1e!MNF0iVAKSuY2uAs*b?l>~B<8b!U0iPo5^TD(yitNxpNci1)LT30 z)wI6{QTkSz-;KnTMgxwKxQ<5e;l9K~V&WznyS+L`uEwGrxyx&>QLb(!0oL)@Y1s=iW@W2ZR|7J-%Q%qh3 z(&+@FG!?w8LC_66^42b#C$Rus==42F5`&fQyXuN~f{iBMFd;Z@eKm+3MVzjqQ{oV)a6gNoo*g0nxv)>qP*U@)uE z&_1(+#BgY*W7-Ku65GWZYOp`SV)g!+LZ=Omw$XfX1jn;J%7bbon2*x*;3VGAOEU5) zCODyEBV})|La`e3fkhm5UzAY&l5G+}w#BXbFl2-3-@Cg+A3M4-ViCbL! zkj5>tYiz6x=eMrp@U{r?+`nElK+wIV2GxfUtOs-16b4&KjP~vhn?=r(n2uAbbBj5cDhW8Nsrq<*`so z2`tC2SAXQKL(uP){3jb$O)x%ETcmVeB<2rPxglje-(#J6@HU%ZqEbvR{2;jOXmu8` z)`A*uaE(N#A?z>v_zY={H;sRVi{#^9g0jj91|GHa$I@}cTFuNvhIQfCrnbASvF<&I z@$Cw~f|=SrNQRR*mG&$C34KQ55LsZGd-jIJy)J}@ymcMHbDy6&=*0Gy??yv|4M>dH z^eG;G+ema_l+(e=0XrDeKAhc^OyU@O;7;jqDC;+v3TVVd>9BR#x_*@X&ba&5j$DG* z@5)^Hw=V?!)P2hT5GQz7^7{#fL0Vl$uu*A0S2p2nB>A^m2NU#tYNt=PY#}j*eg6Bh z;65(KCQ^+=Bsw1S`Fz8RV2gP3dFO_+1lv7^1cmJ%sdL`HK_4jlHUD#|ne4N;WOnYi z;>&jg!wmJ>f`M4eOrBm?Akd|#_O`v^C1{mZ`W3wR1*TT`-Xyl{_-#Xil<$jAxnj0E zfyAx5k{ioO&t>wA^9I34mq|^4B3K^DsN3DqB(ci>eZ9C#pJ2U1m9sMw%w^eSt!$YD z>#1d9S@z=ukDAUeK09F&GvBSan~MtsgYD)`B2T7C91cFz2@}C6cGB`=^#&4i{c_~# z?ks}t>gOrX;9-L4?8@`v;ilr(xTC85ea4 ztDLfAf}!o(IkiPef{_&AH=^?p7TZ>G4wy=|uMSR=Bsl)dvt}})@g)c*+ZEj&({Jhk z=^DWx=^2>%S&c+@pue)D^drs&P-V)`ak)UkZopwTK_7Tzo!tpa|Ifv^Y)DV3A76|9 z>5`r$IOt|S`9F3g7zSv0!6Y^gS}r)j@rKri5p?ysm6!H%khq@dI3#LjljyH28eD6l z{C)H5)7oz#E?vJw6%-M4KFT?_{?HM0d%Z^rBEG^hZTzo9qTAeFwOBMwV)Z+8f$7#- zg5?_Rc@gYx8-~fnTm;jqFW;p+P7|!L(Up}9YB<+M<8l!UQaRSOkH$%CG&$8?5`*R? z{xvE~1jos)UlrcE`7L96{r&QA!+QVcK?KBv>J4| zYX*xq)u>6r1YM%X$6dls#HuHCl2Kk}BnE!ohJfl0g84aZP6msHG+rygVj=u0(4MkB zj?zs(&a@@1+G1U)u>S(iOKETrYN6C6{t+-`!=gNhwrMbK|W52^NI zf}Zs`x-E+lY)`lOd0KuaxDGOO-O{ip7~j$UK7wwZ`WkN}F}c$C+yvdEg|&`XG^K9% zu{hns1k17)i(G~%>-tLP`LHuD2>OrdyP~g1lb9+!Cn+Z$iQ~G%@At)`xJ1|f-p0(I zM88#Evw64^E30UIABj!;2X}|JCc%7~iKH#UM9_O@U*O95M6mpll+Bm!A?RD*?P^s2 zNm&O}ERYC^>7klu+-paI&cWVpz0XAwOOfQYWY0Mgvk>*iF_Y*VS+~cV7~>Mvjw@D0 zVxY>DttfTbN?$@Sl($rWE(|5;`zU39d?C*9eXxDu>q{_3tn}gRY?SWn=t+X}T8Dv(+saI>ub*6nFe2 zF~6jgPjQ8m=d?d&FnWr_@V+#o{G1BGF15b+iI*jbqwvqI-LrNC{Uh2ui(uSEX(mfc zahZnIRG{>o)VN<}f~n$O_DM@8g1Or>N6pTWa!$=WtT`q5p*d@UL@yaEH?3YlF#1vD;MXYiUKsU4k6+yw%~HiW@_*^F1cTbykfOP(7y`rb9j7!M8CYBKb5#kV*S7^s21BwFj?MSd|yv_ zFTy0K!FdFO=^Bo;FAkIFj!+HkTqHU^nywfJW*!~9NY{=FRC(*5GTY8PtMLNHNr={@7P@G0?myp$cmbbomPBPK%HIB!*ZC z=2WZbI%X1yPW0K5f6D`cXP>g!tC~iFQ8|RoD(D1>p1haR(9hu*?Rra*v??jkwxN5R z;HaeuUkG}ik8CbpvjqLF9Y!{lf+WVH8$TUivL!JIDjA&+Oe8Vp3k`2y9YWAk)sM%I z;hfuds|~;1NbF1AJD#lLCb7s-F^CofgRjf?9Ct<%z4$EwU+4l*;(N?*p2 zm>%ThX%#6GbOgEIAl;tCVV=(=E@6U;ZR?@wwl6M*tI$ttG82p%mve_klSy=iEBD}R zkM~jc6t&-jVB5qTao;eG;FUgS{9#iyK_B$f?D$|ZEbCEYWAsT(XV*#U4PJqoOIy5{ z4~ydR42`c#;>dg+@|Wht>&TS+YpR= zgVaG1c9qGy1if8@L$f>|`4&B}RP43>FB2u4r!10-?;qp*m33PS|N4>W&b(LOobsCB z*fdAiX0sY+SGdXqNAHSHjwzHHpD2%WN--hs8(Ihk`6-`T9}m6m7HV)C!P2lh z$z#xu;NC~$F5!GIcpAg>^f0vxqY6*8c);B5Ug5W>#G|n{pUK`^CPi-rIh#DMI^eCkJAC& zp#HHwpThns#aZ!@S@4~Lz zgSWNarI9UuYUzqAOp)nH7uObDI~fdRIvLf!Gts(5{X5a zS$}Z#O;|oKRde$kGifas6;E)2#Jj@TC0IY~P(raW5>qNq)KdQ*obUD?_%`~7L?=j< zYY9{OV;YBz#2~3l*-$9`;Eu3Y6(I)+mIHL-N-WZ0ik2s+7si5;#f1RG25GFQ?piEhL%|9i%59Jx1f&&NKWw7SU0GlM^y z#7xEGT^c5_^qpdE`s7B?&(eI-1oOc+kA8@+#>HoHP7hBSk?3sW#Ff4o5DeFvqPBQ7 z5=>Ng*Tb!_NVNwPzah~*Sn&nY#}>YMA$1d*&(iWENX+l4vZ#XuR~pr>MCrq&l6t(7 zj7Y3Bnf*f&N4-}x>*-*Ee%r>xeTJV&bW|C^`W}MqH_c~C>6@r=G`yr${(nNBeiS-G6fimU`N~4v8s-mPd%onx15fsYO_Z*pGZ-bvO|^%<}ii zU7YNs>5p)PBd30ICS~6_7HR(LVIGNI$Ru^g(W?ZrVC;qfJ#(C2(ajKaC!5lADoX$LhNc_Cxlu~{P#=!V7ihd&C>p!Rck)vkiQyZKn}y3>VlKCcFBsqy_ISj@14gctg;YQwh@PtB*8-ll|(vz_QO(C}!# zhz+(zcelm=WWzAI&AUb>l^`=HKG{!a3~LLM17=PWSn)UDCvV14{M_2Q?yKSwF4BM0 z9=AOKnZs8-BGBs$@C(pm45HFIcr zZck2i-7=ItQ1+bUZ-CnDW5oQP8LTj$B&Ta^fcT?3ekWTv!ta}HTg}Y{Vb*+Owe$Bu zNcGXZcChz3WCLyf4{^h@B4}&~(Ow7iZcn|y{w(rCh= zff8RgePI|Mx$!53aKaj^q}yrp30Tc(qtTw=2a%bR22&1{_pDd)f$it-7-dQ}XgPQt z$Oip%pPxO(ST=tH|KIYEs{euH#_$U#|C#yUE;xW~y63NY-FXM@ihAOSP4<}Udt`yV zOb%PG-I$KQx)r0MxHQMQda&a@lh2dL0c?8zz|Kg!AE(z1P=o0(Jn>=Beup!d($Dic z`c*D^O}?~{x|{$31-I^ZvvcEU5sh~SzBN~K!|RTd=mvLwyJVe=!@b?x?{t5KD#DE+ z$lnDETK@L{q3e;iG4g}{RKBGQR%Et3ket~o^B#07!J7pvc}-og5Z0+Xi;*8?f?V_B!1E#_|T8T_2_5Q@e6&U|*w zM>Dw=-VO~;`1{yoyte8DM&GS`k>^x}6WL9M6$}sI*OOmS?=^RTi>$8)U+g4gi9QT= zw)aCvdDG!bw_GrAOO8c;({-$-;XK4KmnOG7gK-?TokerrSh=M*%%|xJ<`~~i6kGfO zUs}WW`c};2xbs!U1AKSj8-wP*j#v5U#6H8q<=vV4EUU|~>b8Gw&TA(uN)EaGExrg6UUr%2 z?ia?Sf32Fh+5*a$g{XmdkkQP+IcD`9;@0NrzWx0ivPRpR-oKZ@cv98R(83vr=@fT5 z=IMoPWXV&ecfRA~e|hd>bF}&ahX#ue$6Shm{1d|y{0bx3aX{l+SGE~ewevcdyy(Ze zfU-t9WlP8_90)(s@evB*3hL~$WuX0xq_yX&H8``WzmDF?0*e=gghvmqhVms+DX38D z^&>Y0Z8&lvvE1X|Z{OUwl(9Lgg`^Bw;mS{G;}Ywfw3!G&DwU+PrB7++JCB{A1pS zQJxBYZv_uw*~8>-UVa;Zl;zLW(smw@IYfWpkU##*d@VlA<%Z=_gRE8YT2R)!=cI18 zFEl$`w2A-9gyHuNF>D{d0Fh%#^mm$cu&gDrO88X}kc1rkZO{J3@P?}M+8Zq(@`Sa_ zo5Z7-7S1bl^S~vHbQUmd_p-o@!}c7f8h=9Q1E=3}v2NJqNz2EDNOEJzHp3%WGZ*Tf z+rofpenr9z+j5}LQ*C?N%e&ws{+_EjHXKLxP``*P*vm6SQmXe zVQG5=9tE>^51aywwGk_P-i78S3y+TO9mN>?57wAfK>t~kItoA(B$7-?K>R9)S5cnZ6*s)^~G#fEzLop?k< z@!@yu(7Eb9!etB=K2sC5DyA6vXVO>e{5I@#Jkjm^^AV&91eu$e z=;N5shOJl3f8f*!e(#P0k8yOxmyM+_O25Yk6=0R$!JGFR{jh{8-=1@Zj@vAKRfT6^ z>`bxw{X_%!Q?M-b^4JCNpp7T5W2M!eCv0bQusmIi@2E{TWWT)c+nc`+zi|u^ewJ_U-HR5U=Ok1WQ^Y(oseNjW43H5#OOj;O1 ziOR;?IZRL;6nfiiMi^22D*Tu}4tP`GmzpdSG`rthXIiQO|DJ4H;$okL?9mspDOtl% z&l>pr%x=o}IF@*Yj;;n`g;YMU%QC~bd+8^rtCPG zOP}>1^W?n3h3jGv70wnf`&SQI?1a|IqzvHf1)9zUn{B@^$8Eg>DconbH@x}*+0J*lJ^4MlssR7m2HBuE#H!;egDY2fe2k%{x(GdHQ0ilCp4zIkPV?oA|UFQ;8fgDcb zn?i3U6>B1ag*5xqB}m_A7P$75E~ZyZusxf}f@H?RqdJv0F`p)1O21CJOM)K?*wn;@Y*H{+uCiylf;h&ig#3$G`he3b zIf^)a@zjf#yktlc6iS{kl*L}X61TGU~KaP3c zgV?My7Zw`dL-UEdou0pp&>lA($Zx+jl&^$zK$cO>cx0jjvSaCrD9Hsv! zxEDGddg8e^|H4jl@2BBLY!L1EW*^I7BqZ{`eC-`?gfXh;rNmPbu-xn@w~Y!Dl9O{i z-Uqhg$W6cWgD1b>Z!NDPU4ftA&(v3N`@wg3&HJ`~?G_nKxFGc>@6~5av-Zp2X59s- zK7Zw+iv;97?fVrhRs}HyiRG$?>;S92m;G8KV|z~c(PZ^UFc+|gdF-7EERPADysobg zxY;GyCOZQD_U~r-M_z!)H7#X&S9!3a=TYRAOi#$#*gUa5H5!wL-aE!!RRIV6(tR9e zzSvpEaZPjWFeKBJlC?6q2fY!&AzX^XBWs)^c7J2!HrCWciT`lwLSz z5K7L(^3VM-!@7@gXoP;`2b&~jH_~z?q538DI_Wfy(3Mbuv{>IgTyc~41QaRrym3&t z_CG#LMe=0F1jjN~=Y9Ih;X%gV=k8yB!fb&>qXP;oIv+9UUFV?W@eU}t+hulVxfgOO zf~Z0!c$@w(WR31Tq)TW$Zqa!FNg8L@^{YB#!sg3N#o0yBw7uoztXmai`hK))^)G{U(x{GQRKy>0ool9-jK+HQ1{>@z!91l`eP@l%Vf&pJ!{sM}kjEZeIB2(k)#GoxiT@}0sai-J6Nrybz;WuPn9*Mw4cs-CIZWr+2^1U`7atb%lv_kY#% zSfH{3zsGKM#IBf--3jX=pzhRx5iLF!sM{gD{4`e)%V@C=YVg$~R&nEH7s%i2+=0^d z&>EY0q~V+&)VAJ<&s?NDUj_GPOurl9iL;{ik3~Ps4_K$%-0Fu7CC+-Be_f&8#X!nA z?KQy={O;3R0X?X*v2*)bvmPoO?kGhZNW${E{i4s49AV@_Y2!jxB1ApkWb0Yp0$l-L z)ti>LL#{#03CJIXjP$AZ`=7jn>1|Krtr#L9W0W@k!B+Aw^6SHK@L8vak$rPJepe!% zkMfFPdeaqWRVT#MO>}A5EgINn$}+q0jSSXYm^dxCo&^(zxDNg(3PP_ja&&Z-9L5Om zf2ON=6N~?xzWVz1MQD1sJ4N|^Aw=fxm2eWbghb09>Al|TF>f~iO5KSNY`*rfQ_8dz zGbS8D4r!dm^jb!}m@`W_dHB?WL_xr!e;28PV<1h|xAQPdL)pQ`)i;JOKu}TDhnuQu zP{2pi>EReP#{O$2T$DK0G6IhnH*h}lWTL#cmz>VMXMz0Z zhbEsIl|mq|`Irw3X3=g)Q+WW_74+H*rvA1lT zp9RxL_m_rOd1H=>x3jAGbs*)-^y%$BhSkZU4ObfSAmR&a$Ftsx7}$GpLv-gGXp}ymZ)*|-ZU5cJ49@j$o!zMpsjhKn9p0Ql+;}WmELsq& zv(~YkRA`2LhNT30{ctFMUT#*E6piUW!?!!v(Zll79hEvaa>0Ar=xu8h2NYzRXH3iQ z$6P|&QU9zoW_4VA;dJpEG;DI)cCA7H(pU21F*IcHyRhhcAPWRgL9+zIiLZl$f3k?R zQhEydmfrB^!%g#JMruHM8Tr}1wH5N3-d;A}e-%0;%WT^B4Z#>f54)CTbr7-xE`3-m3BbyI zH-@aYq~g58#&*%lAZYSCbXely6ZC7L8X2F<1n))4%Etu}< z-K=$}5Ql45^k`+F4DIY^_F;1PhV3nXwW0ZXN}~2TTW}t_Rm3h60j-ShPNk&8K>hFF znyOHQ+Cj&mB1)WSojI^^fg7Pnv=^ z)t0u-4r-`RP2Lr1@Bff3a_oYaYXw;km%oCkTkE=qToeJ<5z7J255QK$c);R_8W!;@ z{_J=)3C;sgIy{u@Vd&5O?R@W+Fzn(vg#p>`*ksI+b&$a3mOa<_J?P-h?1 z+#YI7Uv&w)^*%}K76^gckws3sff&T|HA8ooav=MftL^D+&!C1+hw1W#ix@@n9o@a~ z7prJET0V?9Qu29+VHqqJ_mr*H49D`TEB6yg|2_%b<#WSVAuj{>eW1hI!#nQIeYu7m z;#}LdjatI@#kkW^YuTXpI9no@=x-n&dB#{STFLnasw8}xbQ0fFJ};KZ=Ul>cPSeNleQF^x!1BSC zZ%f!hG_UuS*bjqz0hWq;te~uyHZOrnMp|PDMN2-fO>XyM{Oo%r-a22bv!C17(IJR_ z8^gRM8=NsR@1g%&Ei=q4PENX5mWes^VZZOKpTw-+JvA=7rT`E*FS z{hS(128mXy25ro?VU3HB{S@O4tWjs|aN&+3vCwT;^Vw<+OT#Tahd-Hsi$M&(diWm9 z-nEjC(3)?@leX~|rZMO-o?ZV9dXKs+tiNLpd31!kcjhI`JO4c@=VKoJd8L~6g%cos z=i14ar;b9&1?^40?ai>{hfjU=vjQM}rveMpu(Gk(?^Bx|RB5l|e03k$x0h*(9WywC z#7wHsLCb7VEaz%*Al*3?A9J7*;0GvZwnBV*LyqwZWBVHgtCIfDEeQQim%OUfFL(P z(NhLm@GWy{Z3dkwCJ6a$-FfO4^q6ZBx6C)=&%YY~ER zaQE)Tm_jUjUR7Ml&4G34a(-?{Z{WE4Zp~D^DNNpYH_RoY4arwsf3GU_$7Yp9YG;h` z@~7+?GrF*C%fq>0VOF#qy3^|EUx45ICHcKLGa)X-;O8c3gyx*BmBjTg5T%i%vbtkC z`d7V;h-R;VDovLRPTPK*BBYM64sqhZi;DM`B;)bXWK)aF1}-duL)&GOhoSCWmDoYQ zy_kMAZ*TPXF(d`w`FfE1J=D}s4mV^uLHX@Ok0X96lyhFB{a?-%04clANi@~yoDAdpVpxh`)Ul8Yv-xNc^tV)%W=TLu{B@LCnjUer}HDm zt7q{a&A!G91%uol{x0T0PPy05&dagbR)Txe8@q^iAtv$=DHMEp z`IJAD%0{cY<>WzU__0N!GIp#meiJ<7_yB)z+ETP@T^XjVg*}ku+PX1j z_W(ivp+Ugd&>6iwHN?d_e?nI;jpKz43FNn_6B*e2z^*zm_8XQK3JBkxs)F3Ar-}(F z7MMF4=OQAy4*p)ro)`Od1FL2qn!X9($39=hXco&}>Z+0A`Y3kg(|LA zg=)_aDS9XVLD$LBRe6J(AwK`*`rElIK)$R`>10~4U*mBr>)<}j(tpW7X`vxwhhO8N zXFsrYY3k*6YbWfz!XET+Sen=%5KA?fKoR}TYNx>mIBE98U?gNKmJO?xT8(+wcmS<<0sTxFwMzjir~Lnlvhws4O70Lm5e ziu>O$L9#&y^`L_M!E1N80?uRaWoc9>qJlb=6?;nheX*Kif7(iy2AY3``=oaNMY%F5@SEgqVHIGPES09dI>q@-=gJ#`Z6Yt)K!r{9NCu^G^&r*-niip22UcaR7S`BsA4>LD#UV!SycYir3-^T3fbpCbz z3mBs+kr^Shir^7Fb>!B*YmoDX8u%#(odUvA%EQ6^26QKe31dkmub1gFnMi7cN5!cn{w@LH)I^hXf+}ohh;XaAjLv9th`Va zk$=q|%YFy-9EkPC_Qq7E+OR5UJ!bw)RF@0$sdDE>k(f-yh6wv(lQeIREqMeBN-TY6 zxCU_OhPJyJ2MPav|KTTNVu)=Gt&bjq2*#yeVC#O_JGv2b(NcJLpBd5=_zv9QgUONjV zj!vUbMZ`Uxdn}OBqM+!$_YJ0L&z;oP>4diXFLUHlK4W=EbheACA(Ytaj}3Xh!77H5 zbBP>JFm0ThYKX!r%1fy#yq91xTk;N%D1)Y>KISj>G-D#q4tUQPfZ2Ne;Wq>1Fp1%W zb@Mq&eQzPs&vkARtCys&D>vIVI!A72QjUjq-VDucY>H4Wxl!;%!bxInU+yM3|9d!c zYcKCjh6}imIv%IwTY#k43#|+t@$e(jZsV-)dhE(Ma&PVTHP99+OWHC(CN?lqu^*~X z^&?{9^k_8{F=_8!_c9IpGr4V_rr&~j3;k`$+5I?R_4XTQ)fSv=&H1q}KppFt`W-{f zKSEB7+eo{_2V(tPoa3;81pKu+_PJ{}rGG0q;5B2j8+@ZQ$9TjQutHk!>-Fbx*kn6t zowZ~I9|G^ZGE^5vPlLSF;_$6FS#X$NOyMtO{dH@+a$Ae!ue=LaSzKUrcbtJ_5(DN_ z?I>kKSUI0}`1{3I(5k#{{lTYw(Edbu563(UrZ#Groz;%T((Stj*M649JeAQ_ZM8xy zW)ADwH7yElOT+m)s$1|2d8a zMUpB+<@oV^<{8E^W9kn+fNfi6-W_?ygqgL6d$a{kWBBFVZ=5gWh&A02eMhGnu{%jT zIyiL5-j=whmIoZS`& zzwf4AK0K$58G`l8m%mFxR?Dl`QtXGJZI#``5Tg}VoM5@(^T7%l-oH7(CM5`&tWoPi z8lM3$o*E$OieU;s#6W1)*BRQ6c@fBuwAtwsd8!0&>iq z2YGD=Axl-}$t=%SsI0JTO&An{s(rV%$g}lB=h07=HNVE7uJ6YS_3p!1v8(Xvt=FAU zS5M=;V8>;_Qi|0Xnu(*u*-!gEfu7U0188`PUxh`sMT-C{v`Ztl~yeQRDpw$CAc zb$VTB$`drWgbQWMTl zF?qZGU~S@+YLd|xsJL;;y4)=e!%`GJDLkJdSPQkyyRP&>-3vW-$@8JmAQz=@i8B!X z_Q{#{ZJmJrCb>f#G7iwQo~7J&qdBm8ap+!{ zG7eEO;D*akzrtHYatX^GBBUQGHdL`Sm{wwc+qTDIMfp(KxKE|ACjiEcM=ICy?#8i$ zdIg1Jj!+R6svT>+03AQC1&iBOV~AS&;yn{xAiK@-%vj_S>=H-3 z1~3XH%+^tXp9Ed6o9o6OwNQR0kM7gM8G>0aVNh^7oM7rQcvMAx1c_G~Rnv_MFlw@A zt}4$L%BSyB6VM@#VWu`yvl2>+?cPc^l9&Y@hbwl)w3tHq z$fL_`BckwYchRa__g$doX==8&<5uXgV!C#<+z@*Ed1a(S&0&O^ez(g6+P6-3OXTZ= zlk>%`%4f%byzCVv^=Tb+?3|d#}72CwO?T5M# zr{bC{0oqtoMC_WCAw8c}_|NDFHW=T&E*_$YB=vwzuLMqFfm7}qFtNq1Ki4cdxx}l+BRnCi+-S59CAJ4dX;&shC*3&WwriJ3>|LNeg!O%g|@= zBzBXXH#Vgetl{Vb=-0Z5YnHvguG$wGVh)D59P)#K zg{q@5UoBwZ&>sI^hreJoN%#1Tsa7Zx)~syqV*&q}*BmK=fzZ!$vXv0I4Alb1m`;AY z2Gz`_R3HMxInXQ39~gw{{LsmiNMRTd8?)B69)^+8$>$3A54tb!A5hzH30o#p1#MdG zq2gHh8EwX2P(@Pp+RBa#p*RBs9MzlrIlbH{{*UqZEG($=6& z2cSZWdi^E{o$IE}3}1@_IW$9tUyB6k?`Jat8@;ffW%#JvCK<@PdzBm-)CMv6TEE_= z08l`$zwdxVxg&Slof?3=(L|#8%~h-rp$^QJ@Nb!fZC~{hEZd}axH?%MCTW=NJFv89 z>R-cg6o$K$&ng=}#4tjr^v9u>m^mxC`%c^jAdyUeP8Uf)?s2_<8`+1kc39c`vin0Q z3Ykij)Y|}Q(=++6JjS5%Xu5In;TRyxP=(wtpk&mj=k1+%s6Ap&1szlBP#PZ%iZ@Cq zM|3A)$Ln=P>%D%H7`AKJKROePeLCF=85@V8z>xgl9?=C2@um@9Uh4swnZ|vBnnR3M zj>o^@Xyb~nzxQ1KjT@ZeQ1y_pJ?V@PPBlAF6Kc?YD$|(0l^*K;sNL^uybI-YewxM0 z;n17y@?v901(d$**zL6K1WZ3)V;9Hp7N>vwxHBtz4ZAk!pNoxnhUB(KZzZ+gV}aTD zpg+ql$T(`N-~@S4K(%26*F#rA{C!@_a!S4SAYiM52h@I)*X#^z!_3o-jh!l4Fe<@$ z$wKP~G(U z79qtk>OMo`Z|{w8De5!$8JSeU5>U}KJ9oYk@ahg3x6+&l5KF0AlwP4ZUys2{l#kIU=v^f_jl`r>tEH(0p_usZ1mr8q#N< zR??eerVGjbgv3kuntgRtC_x1$6{NSuCk-N5_^V7~;b!Qf6YrRJPsTJ?s-R#8G;sD9 zIb~je2D`GTLxQD{>wnb#6lW@?>^t?|pvVL(IfE7@jl{7bsXj;VJU!I2PP*qv+hR}q zer=mA?pP4FcmC_D31UMVbzH3nT?LW!N&VX(^PqX_`TL)sW`xEa#}S%6@eq_Bn!g_T z=>_&^?#lnuc?H_P=a11JP9ZT~y8V+kzZnwZa%~(QHQ-e7ek#ZZ2N)yg*i7VLQq#t= zYTI9|Hkoem;TFfb^-tC~d?D})-*bZtmJ86@5pznIjS)ld2(DR{nt@8e`^G#0Zt%DC z&A(BFX=wh%$o>1UDSlIYwltd+OyXdp#$!uC`O&4jXVo4-O}Xu`>`uzLwj^}h<$@-> zF7fMI;Ht)SwaUKVFS;O`-C@A`{t?QbSJW~N6o&qt_btq~=wm+R>53Fcz{27Ej~QLB zV!8Nm`?*tR!N14feR5|46fn>AXR_5neNmFk*NY0cTw+KCV_@Tw$OG=O3lP;fci&jv z1G-d}hi`e)%EqLSzN7 zd-_4)9gCOPwnI2CubmtJU4GA0wuK)$1V=s$#YsR0)pfA%D!wbeo_p{PrH*TU&0qCd zh~TYD{M_n4fz5B2)KE|s(kFb*-d}Ep+>BTGCiC(zmCkweRL3r;>ZT*{>u$q3Tdz>f za}4mSQesVL@jT=ld`5D%xr+@OB&Y@_sBe!j&^xpfN13@7^D-Nt@uc4+y3{X7Hu{$z z`u-Xe3Rl!Ov%bTT@}OP5pXIQ+W?f>zT~(}U4z;K6)`Je|r1X|m3g}g_0Y9mK!hcM| z=h4=dMM{5gQ~m}O!>%`YW4WPjwMfHQy$uv)E)x7ht7QC>(yYNUT3Kxa zHF8QEg`7=5PR!3ayqXW%^yaQSKU+tv-a|c(&tP?Skz)UvD zH!VjNhKww}k$E0NxwQChk9`1HdsjG+t!>|z3&berkm$gy>yibgMCHk!tPF+nV`r|| zcdf9Jj@f2?Hc6f}EVa!3k;5y8ox3*glzA5k<>K9>YNlw+TkZAe>RMLp{-IgRq2Pw~-cK6G zuD-+?(wqA3P7!R$e)GWhHa}J{q=gVUrzrK8|M;hf{TLO!a9sjy4Q%+zdmwhTy4YlcNcDI zwGR>uq12?npIDT>y<)R)5G-$?`HrFD8f~BsVn0%DA5mvS1bsn*qdn zC0gzqHvQG{x$*W149Hu*cHYE~&Ds0h;}uR}!cYEcQkoUkFkkO*=`@AWy?QL6>jtpt zxtuJ0EElv+n|3N0x?^Ky#n*mAQ>Yu?;}FF13Cq@aC|*8s8)6@7OfiV6Vs+V^m%HRu zjQv)=%|CAw)(6U|ONd)T)+e3kk3BlDY{id-b+>xd->fae+DynF-SrGhp4~bnVYWbG zx)^Gm6S@EcTYj(Kx49onL^K_4eEJJXi>DL?q?wScNR>gzL6y=&YEU^;KcwB?;PAL# zX7bzf=zFXy4EoL&ffyu+zVpV8D@d&~4obP#MpxFH^V0 z!CisQlui>XBMQ8Ow(((&@pF$wR|6~wwXY4D^v6=#GJA+^FHQ_^(hi3hsyowk28#?< ze3;3}C8zDxouSvlYWP^UClq^$@_$~i!dxnCkb4P>R_a)S+4-AJ#FJ&{NTWZu+FgT0 z$E-#LU}95=Txr}LZGv^1+5Hx=`vkL^DK$6|C(8dgZMyXZ+iu(}duuX^-2!clU*h7h z{(b%FFP~Jg?xVo>*jaTfliDf1;qfsjd-_Do_Eaw7>r_MAXWyV#@1bGIFEb>U+&xzk z8IDb%hn7yC*@#Uquje~Q-^1y3VoML-+hau%Vf;t?1XeyWJ7YV^i}|>~IJ(G&<9DgC zXWUq=&EK~3;w>1O{+yQa`V7`)HDw+DT#9)cQGnoWFF`$*#gSAH4SDl^{+y(XT6?Y{b?ZA(L$; zg_y0sMK{+y1}4vBP>u2!b3rA{eXBCm#r2=|So;o}>wa6`-2DKvvpXeV+ivIvHIsXS zJ8+avnA*T#*;Ipgbq>^^6{x)wtV6eW2}ajz zMi!>9V88G6$;(Y^u)*=|2k(XoSorWam!GW*>uT>lZfy?7+#%Ny83}(#kF>CnzJ3xj z&hAS37k&o1!tD6+zO-Ud@y5j+tYKJruysSzeJ!l(8NDLnlugjxlwW@TNgkSbbvO>X z7(nS~li82Lhp_oNEzbb!%Jycb^qj};)7m%IcNHS}(&TE+{r@nb$w&K_ydtGfxv*>Q z#YfCjx0t)UR?O1;qXJX5W3%=!kC_p4vb%#Up_)pS=gdU1d;OZrgSFUH&hYi` zes#z!m5HwZ3nZ@9E8k}W<+LQ(^FBn{OIUFjQvN*jz#8EV_Koxt zl>X~&NU-B2Xv+|95z-04hL6_nOm6MqAIBdyr}_>C!hBeMY>$DuNtPoz+iqeOeZTAb zC~qjeC^6_&c^{@DRK0pKac)cPakVP!Q7@8AZkw?3KRtS}%7Z-(OkP;E-|?7%Vk4G5$a`EpH3s!OWoGlwZs6!c(I$4C zah&>G)_Wf^v9pq(G|C>>x~6+mWZy8>a7K0X&M{%l&)f<{HaBSXy*N^IZ9R;HQjMj% zVgA>=n3d57tk!j;g2j>aQILf%BOY5LY5A{k_?6g)(;OnuTI(Bcq5c;u+y}3I(pU`x zA%iyK^Ih1&-M!6OoF0eLpRDU}qts7y#aH>6KR~CB>deEhN?3_Hn{0EkF*hJg=)6!f zmR_Uzs-ed$)XiOlAFFiET^YRNgYA#r^{VXo3d_`V;~h6(nVshQ$Ji%Kd3O!fu=9J1 z>M!19Y~?Gvtez`{9rW$rAB0B0NSgnHy-}H1_usu%dmP#GqahhvPs>d`UTcRrr}gFZ z=Do1wG2Ovyw{AeefzzfzS5&d#bJL>(HVQDak~>b&U%NsLLdC8_Y0;@#+}H<#hP=F* zSbOWJyPRSkRO((DRQKk?9=C^u1yidi{ifgJ_`%~)4m(?))g=@3o7Z^!Nmz|THB@}` zd5B(`SJ|)8kK_aGTMET*Lcw}k5FQMbyGI`?ET!~)J3Fdsxv}A#rRTD{gHPwN-T&bQI+=?&JS>#(^Ii+Kj>sP7HC4j=|K`oT)ml2*Jt5eqA#eZX!v-u> zUae@@CIriBkf9YcP zGj<-;Ibm#B;d0^F?90h(olclzY2q)&aS6t5ciyi~AHmZ5s5I|bi31WR-~Kx7gzd*h ze7cQdaV$T(DB@Hjj*&K9mDWB6i!LPE-&2BJ0^is5dh%ee-+cJ{9x)ue`fPK^YFQkhVof675cH}v zjtaqC_7q!eUSdLLGV>W>4Q!BqByEvVhGS>^AG_}P0;#v%YCk>sgEbjTIio))bus7f zkUyU*u=EY1`SROqnB(W1xaFi5)<`GDnYbMw)*eW^wue3qJ2bAn?D#r_&FUBbygMe2 ztt}}_vnClBd3`_Wl5z`n&|*y2U>C8=^;wz$jM3Sjka&@d&1a?d{+Rd&&D$1zLL}Eh zCAG|1q||3NTTc|<*+s0Xtlh^h#0J?O3L#nYY*?BS=$CSt6MHxt?oBG_V(lUBTgqjR zvFh>F-qlS(;j>G^kh?)HLfmpAM%=MCvpW3-vgy^ObmUsFQagI<;uQ|a?EGo7 z>-Q-v&9T}wp67xC>n0MPksrcePp5(V&(1-y^55eLoEBIx8AJ}A)raaY{PdTzK4aCi z@%xkO0b28vG9^v4VQKNUAXfniCZ2OCz4Ot4U*E|_&VmEjaMsI)spltlUeWl*!_tf$ zH#gU@3(6pw)N7dh#u}$L&;qQmMs@0Pyrw)o#S$8B@F31U34?B2PAII`bo8O2jabpE>tHnC_Db_Ho@E)@c(*}#!ac=F7xsf6)q@0eG zeZMhBeeU&_g-h5b$4_U=yo}@}6{hE(GH~kd)sXqLaDsRJ929zmKu_j{*-IX7xTvo4 z>SEO-w3Wz4XiowRy?9KWj1lWa@L)p47>WLSTm3~fM;wiP9Tmz(sb^yQ*`}wIVSLzX z`_aNaY}-P=#7b`kokv!3v)8rw-P`)t0dn+biW=ROpn>|BErPL%eg135Uo#l}c2;(? zoDI&eYPcv`cpRst1M_#jzK-oG;fb85d*Rj2KowgCTVid)sIcq(7ueWC4JfdMQo7rG zdz>P$X3P1UC8=@DIVw7TM6DIOA3V_*wiLp;Nx}WA!<3+$3=Iie1#wxOoXFb{h#qD> zx_>u|VoIIFB_H8zs1T&hHL=lO-08Dz9k!J&315_Kf?fmq!guwOFwmm7_@?{_!60zr z_2<(yF!`_9z0~L*_RHw#py5HR8=&Q>V!{6H0drGfSlhAj_&~>ZtWRPs-u1m1;?}Yl z(|-`a+`21g-~DlhXY+z~wj+U<`-hVVY_rBf8Xj^Rwm;)zGG}DPy2uZSEXqb$pV^$2 zR$U59qB&HhJJze*dIwbuuvFWvABA)Z^XE$ZKFDV`or5W}fDrp-cce`5LTxxee1Q?NPf z$*Q`y7qIEoqZczfLb1i{)B1_!1gN^iy*$s_L+R6phFtkCV`ElVS*&{)R9P8W)D)>h z%xN*dD(f<6Fw^SV<0*;}gh|`;+Sio&Cg)_r?Ko`uRGYKaTm=INy~`yUC$V?W?@}Ba z!x6JLg0a~zurK3mQL)~A?5_W<8vgt`w(5m=T<#{YGvjd7+e7}?xj1(0@wE#`)~W8= zeLMgg?5y<}_SC|dmy_;Gv&+~yEaukpA_^;hI=v;fyu#Y=ichvz7Gn3Mu)c`>?btiN zEG%g%g=OtD-#*S2S1H!t- zNa@QAcp^3LV|dNoChkMl_}41v0g9TyU$e2V92;4YJhMZa zF@0<6`YqUEKr@cO@czwNsU785slUAOshIwx#08`zh8{!T*_7u>qm(}RVn%YrS^n{yRXFE+n?tE`3)DJ`*L?DNfOQwm<>lca*r-%{I!=T&Y1M9$4>5%M%Ckd-;#%xjV6KY+aJyj%MtfpOLlgP{V%SlCG`6lsAn*=katQ6TdUqxBi=9?&xEv)Zv@reE$T?9nO~>x_=p4k{mDJecXl(88m(( zHa$qc`0PzBwiS!!@&w+)n(wD?wCMlF4!4Z28KRW;$T_@d&xt08xh>pxN!Sy|_8B}s zeDye1tDBD2`=0^w^4=JghYrvjr*z=n)J7y{Io=7C%*0ksF6z#RZPYPH@Bp@~+}q%I zKNZNzh@+o=?w-^<3poWLADjGRvE5$4G}B3r^8Gw|@$_mt)avyaDV~_6^e433FUWuG zm@bgM4LeToQVyn3m|~#iPJ^HJ z5H4JM_HAxWFuvT%TGZJVff>i2idn6hYf~%?uyxl;j!IJ@%iWS98E8LhxqVwf zJdSdn*{pWL4~FIHs23HK&vhZE_MtL%*%vf&F^%H5>yJOmCApX_wD!v4rCO|=e*L4t z?J#y!?IwgnNLco|Y|F-gBRKnQJcsL>5w=y*>Ng;t37%>mrkuaWJklAJB(e5Con438 zaQY7cf5@8sI5~aS7W#LaZ{;bZ!?wSc+2lFO{$l6YU2j6!N4)3czmwB&+F-l%!AMiA z_I`St^Qan*u5i_{)p%2VqYgXfx}Vxdm+%p4e(KoOuZzKQN0Voq*XtnQ+A(j-V!D{Sw*qy#$XogwZ zyN;&qjsP+Z<8U2%e>^n~+3^;--0pGQs5*}w*KaFTP8nd|8E)s4=gKgpM8yVaQGTy5 zj@aA3aqOXH_j%n?%sAIx?pNZEMXPB1FsS4{ZFyB|1UnzDWC#% zTzUu3Sz{gZiqC>A zppBir`nh7}El}sB`RQ0;CW#~PlG+_fO8>UO_hFUfBgk|0qW(ba7Ab3Ov2%d<2SYy6 zhpysZudCDLF+&*kMxUbRT=!N4N#dr_fu<%{10K7P2g+D_TD@A-RF! z4WG>hD7cCfmiyD8?f&Eb;a?fJK%)7(q4YAnO4XGf99g2}(qoDK&L4~moj4`C_TSdd zW{3~_eoj-$8`3%5+v6rS;n;Z^S03sDo&PFuIAUXi|IXVNHe!Wx*MsY}_p#Ra)>v)} zW!>(BgBs>LuzQ*+2Q|mmPUhcn#;Zy6P5UkvZHYwk+cj5Js%3G!gT{k|O8sMQiEnao zj2$A5KT*S;@f9Eb_&Aw2&=cK-Llp7 zz`EL6v%G~v&|pvc=j+@82_l^gTQe8Xf4fuFk8`hJw0ix_J$46Z+w}P70CyBNR_%24 zd9@DbD_xh>0tK+`)F;zZ{qfjZxpEKD)!KP8D`yJ3uj~GfS1iHA=v8|<2eh$i)Uf2& zBOfH!FIsufuf^6i3}5Hti&dLHG%CbYW96G6YJed&M%nAVi&_Vz^sA!2 z-SdGux_8O*nbO!d;n30}^BQA%mfrr6w85^_nmcys9!Pe2>6ed@mCk&*2Zc|c z-t`S(ho+M&xo0i=^4q%8lyHP8elk#YH&)C#>1oLfV%PIk=-BJA#e;6uYL|S+h2>LA7dQY#l0XZ^xO2o*H%y|PSe3d9`*Ki+c~JXcH8&F zyKHPrGyD10X**VKdPkk$<18^_C%a&eb$bK9Uv8Ac;;$~hu9hZ4gWc_Ce<*!d8$0iw zoqMM7@%A%jhi*|m&x26KF1BWDVWHYo8L+kI`?-b1^^oUqT=vz0LhNj&aS@@M>KYQ< zM&h{Gu}SUTP4qAO%+mBZ8#^+SIu%nkKvkM*Yk{5{wjJN&JDYSLmRhd{ zqZWHM2iMuA#^Mx{_E&SY-PkJ2`dMW<4N@t^=YwfUELYLJ^lG3A`uhUse}#r(tl*Ox zEzp8;Yw_4!!yY*Efr?3FgG2}6ZOpw-ku3W_L@B=$$gd=lRR`Z=2^)>OhPK;TkN&xw zjFp!%vfYY)WA%?) zM!{_;$%(l1op8YRrkhcL%XO4}gsrEss1W-Nsn@{_*nOKZ%l`UaD2+bTd@CReyKcQ* zjP>gzc#cz^I@?#Q|3AN)s&8eP4Hvc#u<96G@W)Y$t^>QSKSA4U?Pajq|Z`elT8KxE^|L znVl4VdK~J8bNoHFY{J@h@3wbSF;LUKcyCUX(x1wD<%Zi`!FIL(&hZph+fd>IX8gyC zWmv;s%zDEVN8)JyS7>GUBem1b60_fO`{~F$$55kdp1dZR(CVDzvA*pGCb2MyEx>6`t160@IGLL0N1H&Dpy{CjmP&U#CA@p26wdBN2b&&q2x3j)c%~ z4{Q*b;To{~h&{Jg=Ec2F?uzNKG+~htoB8pa1uT*;yxx=HPkC;%d~$ZKO`Zr_zE^%?9yb=TuU(WttLACuR+V|pY9h0lc78=Nxszi7smGfJ0-qB z4Qr|8Tx$!GFE$vSOg{ik{wB;1wb>!vU0&dwf*q1i82DSO?1HjbUq37NUD)kB95is( z9HQ7)Z@O?g9=r2a&Y{^I?QBoX-(tbK_>()|ABBp);%ZL@*V!=f9xW_e|DB`OcRdc|?7Z-C%WACT zVJ~VCd=2VW4lWT|FR{!2j3~W=Dz^QLka@@Jfa6add!-jE6I?^t2O_`j$GZ66Pqf2F zaqO7e#>X2!Ktvlyp<^5ilo}3roRDN9cmsL2ZIq$r>x#dNRm#P_F`HTq*-zM>X{&^b zQE;MLQ3khkL7A+^zB`8nFu-1yMU-tTv8t|S(bn=9R$gWFwUF8iogT)j5s#n4;M66r zN6HUic-(Af#>rls+5Cv--)B*rd8XCp=M#)oOe_28V9X;A|I!Nt7Zn%zI{?YAlGEBg zE<@c#w-f#8SFq|?d%-~YB35hP@%Lw~!D7p*xkocfSa0(cNV5#lLC$n9x*z`L4&~?5WkloH9Iv(K+b+qxo z3z*U)XZ_~82JGM|5?YhtCD`!7vi1+2Arf924=c_fP+9!dGS85_Lr8%P_x zg6jW#hMgzhNWM^Y#5UXGr8mUiVCS80i}!!!VQcT;;q%Ru&!r=6vZ}HQTXl`aMeGk_ ze&0=YcDF?sd6BXApSCe}#1^=9{~pDmGiQBvzve~qy2^v|{5;steEHiXy9AcioDg1{ zW`m6fCMIMRw_*S7qz4NJH$&-pN;S4uA8Kw-BvU$gs0cMv(>%BfJ9}&n^)vEgjl$pM z$Hq$7V7Er%$==nN$yl8B&9ws-7*0`x>Y?khwN_pVwF=q{9b`}@}y?7PdT==8!GCP6YsgS->x_VyD-7ksf(GSi(sG8u-B zbcT*fXhGlJi~IaJe?Y6;w^cU!%-EYEb5QFS=5!?hyy3krLY5Y03M(i>6>-N4N?moov8+OSoUbk@K{C;(XOUJQG=ch^c z@LlYm=$mEzCx^Y~skS?I7%8N2M{v;MN$SgG6YRa)XJWz7iv6#gES`$DV)uIgNVC#t zZ0s0v7a8Hh{=)~gWqgm~sPT@MmJR_pnB7H9(!ilN?!y)j6mVGiOrUn!5$syZz@{>K z9C@$CtHJIC!|Lmu;{U1Oz)BuHv?K`cKK4igXLnlWIz0^~82qY!UhGPN;3W&5Co1yL zd(b`V<|=t?^|I>_{nLfrb`N5DUme2sTISAi?w2_1b|oihd@~NDuK3!zHwalBbYLXW z?-O^~nC5|F#CyYMgH1S~MQiABRK7qc@0LDJm>O>W^?m{eefCJZJbH}{PxIdJM^xf8 zyUWwVztSk5BW#V)%`@0znACB9!H!_}F%hG@;n+pJZN4Z4y$9@63+4x~H8fbNOS29N z${t$E`;f51Affe|^?MlMjj2r{>Tt9~lK05*An2)oy*l&TRvc#8e<*vTA16&|Tyz}E z82D_!v01oq+2mN4g#GZq%%RW3YL0=ya9^2PDv3vB5N^r^|3@=|jpqJc)J%!c3 zH?(@;*n3*eHcYOXiP92%g@eQ8AI|-mg|=HNHWTH61j7;6rqtLv?4_!{Zd}7rxuoYV zrqww3j{n#f17_@>(kYeN>xsjcsW=OH95)Ve?Glk8(fgdNs1)afo{a)WJ-Rb+u;4K@ z03Jq`*6zMIyah(KdEHBlJ_fzUMrM4z=P>Iey|U(}o!E6O_+LnY0QQRA^Voj+Gxmli zrte*)gF|ZX@{d`s#o;@1972ia(3$U3d+x|89QiLVwEy4PpTCqYKyBgocBR<$II1>a z;F+V2qa6Zbg5y>=2Ty=J@ur)e!ViHq@o8VO{}HDl__aV%9&2c+`!J(kyx_GQEa{26}-Mv7@G!bTF$&Zi~SuEk}~6upy$vpHS;Gj&j2&*Zb6KnRHnCi27?#-q*~r_W1lJ96ll*C>QUDeXlb~ zPNls#`mXit8fP_Z^qGt6Yp3jo%laQ5@Jis^8RxIb9=T8%`RT>2TYGUdQT3*(?>-pZ zI)8lkrey4LtxNk=<%uI~G_DaW=zpFoHmJcl{yT>hkKV^ti{D%GE(btci7f0za==dnPRG|JHhIB+?-u&5xQ(kUf;Z-g$RHe{$;o2GOYD?Lw z^Roem+o&?9T{uEb3)}LGQpZx-+_xn-D07#Z(1XKNwYhpV&WzAFpjae*_1kq0OB~Nh zNq76$4Lu*lGCy@2;!wegZfA7QkB%a9R~%GbzIMFq0Kw$Ak|#I6E46(-^*J`5|1sV* z$bnOvW**2ZFH!owSKo5oY+>d(f46jbD~u-4Q313#*2k=+RTYB0Rg~)XSp&{d)fie2 zar$pqRoqJ*oZ&3ne(L6S=(+zXl<~A73`)`rjM%3UDe~irJd9}FFTP>U1YK)_&gv=X zW8HBbJI0H`IP#41dToUfwy*OH=&FpPe4k4{o{#q8fUZujj^8RAwKu5H7&(o-OH0R{ zy;QJAwvI2-h_VkfZrqzc6og%2PSh6-M^<>-*fQ$4?~+OzjxnB=HB794%E|lsxWl@ z(?No5FN`VN?{?_6fGKC+gX4}DNDOD%$F-NwVqap*=H{NuI8v`a8{jE{<2%U1-(H&F z*ehDVF%F!oFWzwGHZ>01IPkUL{8{!rILh&Ecxl&B>@uKKqiWl6ENdkXdUTFfPs74p2J3fe z4cK#uIh)t(E{?gFFAcRen_a~`HwzL^Ledi1ID9O~HY;nWcB=KYpi4g4f%HDaxvj;{iE}qnp4y2r; zM?yjmS7Ez|oMizo<@b9=*Ji^#M`EPmSFLdIis+PV@hzC0_~Lc*(gAE!xFh|M$cCx2 zlLC1WZ7?;^B4!lunbL=wSseE}0^O`JpL6`uaI~AHibYEX$M+t+(b#eiN5@pJZ)jJ? zF{K++APmmZaO@V?AGdj*m+>)}Y829aS6zwSYRlH!6i#E)?^nyJTN+?u*ZBpyugloi z8ywB&aua)9@0Cf)Y@*a_)QjUH9LZf1Rk!;k%y3tB(j@J1u@)=HIzmDggT<0A)VfD5+Iq4D(9(wX>v`HL?NK!19*{X5manDZG zz}wKn!!s=J=!O0L%%0O@{Wz-2oOxRqDC_24gzxbNtPG56)>v}E?x?mhL7p81n*&{z zNRtna*cL0RIveBIr%Gi15{msl*2wPN6^Dby9U+Ieb0gU?IEP!gAG=pM2p5;@!DMF& z)ewiBUqaHz>?9ar=^(XSP6P4+EpG*Tzf#LOKJdBvMMC|PD72l=PFdp?1RXiPF{7&{ zaqJd!=56A`uDxw^atZo4dOmS<$7Bx-246Bgv&jO+9x_rvSlCh7*DP7!19Q$)+@L8A zbq&2b_iP&aE;G8{+P@D+9_d*L)@x!P-z_ypSr=@Vby>{l{0W`owudKO zEsz%Q_G;kx3G97sRn``#hz*x-3$}l_2s3WWqMi3^VDRiSqw1bW=s(GOe8ztr_H%1J z@2=^`o;G(Ap&<<%>!opFDBnNThI|EU4s$ISWO3rK5MB3MM@yJ0*+sU|c?vT@f0w+& zBVppW3b*6?R2(X-7}|NX8%m_7sR1ZB81nIvVxK$=&zudujh5KAFS0cz`8two)^e#I z`-wHDq`T`pKH`khTl)u_`k`An;QH`WAM8C6^|ecP97jej%IH}MVegvzjMuf#VTZ@w zoy}7}DEl#c@5iFQ*d8POB|yOqySPoh^%sxg_&kkYg)>4@>cyR5*j4eImG#Oof~nPD z+xFZ8F#i1U9=q&3EYk$)4Ks|kOJ6hHY$aA7lV@z>qSTi%G@dGU3#shi zI&Fo6wsaSrFH-uH|M)*cBB`6}S{fkj==U$jg_sC>V~@ipRgJKZRq27Z02g%g517&^ z3c*;GYMg|n77Pbg%DvDk!4W;y_}6zNu!=@s??Bi z@Wd*P5bHsLby7*;T;wlo|3c5t^fwcSsA(QAII!p9d1{gl4!jJznKv5)tEsDjm=c5;zcp+-n8{h+?GV_YpmDfU|EX;2CX`?r|NNhR`%L)))W4AyiS?Xy(gb9=x9vC~P z8ih5jyf1frRK&FN10M&^Q_jDdj`=sXbeN=Dl5>Yo4<}Z~a?cyT!CH<3=TlE7W8;r0 z$I!+MjM5fXUYe%7f4uV+_mvH?C7Nk3SK?8KkkjKvx^!&k>+(3B8-~LY2Rj!OjIjA! z(PpE97U&pI+MmmF2HK0~4q0==KnZ9+Vvo{=NnLfLlX|i+GU=}%8*mDg@n;dnln+ zD=LdHrb`3TL6wEZ+#&1=Cy2z>HYlPn6^lwvl zh0-@LIbv$@w^b3Q<%^GRD1QTOvzb<&GG);J@x+!i;y32f;!hs}nMC8blIR?tGgSS& z1Th0DN2NZlfr({KN+I_PvQs&of}ek)oS#3c{w@eY`WK6nA&J%mJ%h|A?-P|+lM$JD z`8_k#7wufTnG{Q~#4L0x7ktIUiEJK$ot9Y98zf?Ixe8he@5whU_#oN*AX#BkEs!2= zwdG{}0ok>v|M4fWDZWWDX2jGxn~YAC#lnct znY0#JdZ_(Azn6VS4unV#eflC>2NUk;R6rX>7O8H2H6@3|pJk~R>X61zs4wu!5hrTP zuQxI8gf<=q&PQ{3*iEYS%jn2~vJ95hs}dJ+$&agKOi&)mrC(GQT71Ix$hEYhyHzh(2EWC_x~kii=Z+i@ZmA3R4BW;kd@GQ5gOJhd8R9}Aopw8#qJO`c?02a2u3gqw#~G6>0o3 z$Vq#9GW=*V^yFWm4#aU<{=k9p=ygyf%A=FEJ`Tx$Gk8ASwZWllnMPIeQkZqRTCB&9 z4{IJ?aU62KkL9n%r&wOi;Z!ZPosq}C`7s*{Dk`A8=Uv}q7zvv{G;kE=_`-_X+Eh@5<0!bEPbPXd_l%XRhD(`6`Ty4);pi--MAKmI&n#HfZ_E z?0hp(7W22{7U>tfg6cbGzmBSeL(f0mk1d+}pn(5?bpJkg9EtmPu-VNU$H>bU*uIou zg}<)W<*<7=uG6{fpZEtRn@1O$Q=MTnx;%NC)+QVuq{dKOfXb7HJ1ZL~^`Qp!_`8q2 zlDbskBD8X^+of&NjAe_y1E(Kdz*Ns)Mr+MAp$(oSSG-ihw!Jc3>2J5#6u0?=xKua!&g^`V59H9FoeN{7o=bWB!}` zNNAp!-$@s83MNHqfu%^AN#*knc#M(Yug%H68S5gIj_))*0u`0N^>t_NLdp1iCvpi8 zbXW2i`%KlbOVd7@=UoToyxcmZ;PL}Y>IRjuW{hCYqQ=6UgG%xNU#pZp$h~v?!l64) zq1N=*&%0M-q5GrAX!@BSnDbI(_6%nYjLWGWahTwM&fYU43|HoHR_6|{owFj0iZN3M z_SpOW$1U>-Z|G=QC(-oB6UeEYbL>iUSb2NLfxth{ajtOiwEE{g*x}ADO~11ci+27t znUWC!avD{ZN)L1IWMnUokumE_^lSB9l)95Kkh%HJIq+>Zj#=d-3yHzqS&!WhAX)t& z&%rmpadvH*%0Bf&SSa-+pPqOGy=TMqik>~f#GnVCWi%aOTx#XMx28f$JS9F1Cq)Kz zT8p~i%}Kt0d(;uz)RriP)haAAda`+Q@eEFhZAeQEL>EN1^X7Bh)7Bws@>-%$Kn-!FI{588_wg)<7R|W4M zDuKbM#xLe&%^N7 z7=>g>rs+xnkUJ60cte=30=KtBU3=dF_nhBMH`+4tHw;T}Qv&;C#YX~rryRGx48*IMCN3HX_!2= zk#|}86&GQ9ctVvo;~gBeZJfAylncA_Z1n%`K^WXjdJ%7W0y{F{hKufMtkukUG?H)& z+wv^i@7!0$YSudoPFJ2_V|>>Zo!%?h|FATdiAM_kcS?8*+@yyFzbaeniLKbxThO}B z_5mbZK3(u--5FH+?37KoSYn&`B^#G&E%00Tx^~Bz?a-<%+kW+m8n%)T91t3N0X@@$ zZ8;o#*dxW>6VELSWB>6nhCBY;Yn|E!%{mw3`V(g;&s(r9=8G2&6kQDwW!MM{-{07~ zHF;p$$d~0P(O)={yj|bX{XBMbgkOJTwHf*k9#JUyvlE*J4LE;Q3(x^mRB@`SL+;m)WGok7 z$)}&E$@um`dW>==dqfyifB9PVZLSB~4Gx$reff#w+hR?l|L#oq|(j;!)if-e~~<|^+}fd6xg@z3_T?%0b_f4RJYxDg>myH>Yo`d!M|&w7EDeJly$#e zOGmpGGuutAiJvc^KTrlu24--+O1{kCjsgx!tYVyabrPyeIjBb4|M6KG*@)1zq*K`b zDsar$R2l34<(ze7cY@Y~(VHfkKEjCnB=^3@l;?Lh85*71Fm=3ZklpSe44i-P%i6vl z8{#6+qHsS9x{jKwGaSTzs=e{?C`^am`g!R62lU@#lsn(p0JST@wb-*(A=_;55VpN! z5BwqNi7m%Xc(m7gKwE%cm_fNEj=yRW5a~OB1Ckp$ODcGAoP(XRw@ zDR(Pv-T*^^J4ZgBlYu^JjFny$_AQz6#=8bXUxfUnp=~!{@Y}id8mc#NP*yGF>qG$l zx^{WWMd1ntNz8xv#T$$@|8b^D>(>_+2%pB9t44CI*4Hs=w&NPtDHlwk+0L19zQE3L zjX*t+HB!_pR4?O1h~CfOJU49JElbbnl?|crMFG6_ns@Z+dlGTRTo7ckJ~BZ za#PSTc=XJ`uj??qVe`(o=m;oa+1VN9?hn1>!ex=a5jesksqN6R23y@%^0m@3i{|nV z2$1L}*``!-__5?$z5@OK5-PME&BfQ%ZLm%Mm4U)TkG89mX z`TJ+?4_@QsJ0Je7^2kP&lNk@TMD*hquypsPWt)JJO^q>aQBK*z8}(0|QEhyP%&+m= zac+gn#W)R5RQ=ph&OS>4<&M-j)IQ`^c6+)rs*t|)_ubL4ILF85*(38J)TBbuz4oJ& zbzbY`Vy>fRz6~Y7MG-;WzPF13XIZ#xKdJWs;U)NM>x~}Nc{*E`H+>0k(zXnYR%^xW z3g=vRRldPx7J0|-$C~3vLyPUHQda06HO-S@pxm{`QSTx@R5{#x)HuN%|5^Oe))1S#h)V+0bAG9PT5$~i!nQ3|Fdo7^vsOsitz8K0Jy}1W zDw?7WpQ{@!T@r9-McLDC2M-)>JV)QA9OKryvQsjCbAj(0InAnuLxiG(h3XnhQPYC_ zW!BSra7teLlf`)fggf{4~vo)6YQMc8nRa(vpz>=O+yr8WC zb-x{dTqETz@UQf*jov;3B-Q2@xvYPP|9$kH!#Dj2Y#T{4`JzXUtdHh`dQR#8i|Kwe>b5sHnz41@mfzPAfk2IkebwA&(Y4l?XF6rbu3Mr?(}FgYTkehmUV~Xtk>;3-=`APiFrv%8QFr zSs#o`s5G|~D{v+iBj4K(jE#5oh2AE>LV_y`JTBt)taSGD_w~5ZCdsDLQw#Wkhd%wr zNgx#_{@-=&!2D3!GdKt!`Qv-~*eeyNpy0~=!<)i@>m4-1X?;F0a~54mU*(SS>K05J z{InJ%uF$@bI3wxCkylPBz|~<4y!6}$8WEo7vu!>CH)z^&mctE{kz}Cg=J^BlP_7ue zfztMMGFAZd?>M*aYZbtG`--u+ zejMuhxo1 zFwCHf5jm9m0sYwba{q6>7cP@J>$K9{4k5MZw(ZNMuUyt%0*xeQ?TUC-L(b za&lT@3h?JA%pFv|LHOUuPg_YgZrdC7AmYhdJS;{jA-63Fx0u!$5?0zZ<2&bgxI5Zm zp{{#BZe*Ap>@6OHx*i{0+Vt5Pbw534&5yJ|{gBtS?DHtxl)U%x6G=7TIBzfzcjAO) zOZzCJzP}6J6&@cZygl@ugUD*we0DYLz`YTDmr#E^$o3eWaJyL!Of8CjqKq<}O!QUy zmH_`UC0kj7TPKy|#a_2Uok^^v89Q`w^Wz04b#MM8(#m1aR5V88hPbaT(D_x2-CmUiM}d1zDi%0pb)F`x%%5%8u?RuKAuExMYI`*Zyo8i5kFv{9 z>m9##r$#8^L|(#GDN^EIfj#7&O0fo=8$ynTM)z6CTsM&I8080#z9_5iwA@DFSzBg0=Mbdm^rrYK-n^WsweKRL`5^3j?Ot352G@|!~oD1^}nD5ziA*; z%Aa)qsR-vO>t+0^Sc^Jb$CtgaEGKL;v$s-@j~ zE;ouUbRQ$^FQtQev6Bg7^4&Ur{TaYA4S=9aXHZ|tNpJi7HuP^N9ZZCJ{ibN+-dDg^ zrfA1@sPm7;ZQVt3AgrWbdv_4J&3X78T_lXiF~4-mb^>RI#4D|_;r0`T7!dO7(Dd6E6<@00MnYi?3)OM%EcEGIEp^O7idqh7qDFmU;87grQ z4}IRf=lVn?)DCX`irJbd?R)7R#@pwp&Gr4Ms_9L5Alhk@;E+7-xIzJi^SJZwl(^P? z^HJwjD#mRi?h!YwR^{qA)?r}3=H*|wbL@-{8Twqpl%;v-sIe``d8$4S4~_Uq5r$-G zN!I0b!XEvRVqV~mFscB^;NkJK?+LJW+xML=K7-nVYhJt9&jh|2ms;4OuA?W8+3HLO z&XcgMDISq1sdi%Go)<$z!V>8poTrT2#Xn6mw;wgU%qV=CyazRYd$cACLV-8tjh1fl z5n$zv`0xxm7Os{4orW?j>uk@hQYC`#@AThq=)|JQ&HK)C3qfGp`n;vi0A%vT?dIGX zU>f8fRU2FnV+!)OG++KlWE-^BJsRT$%%78}#0=y&?!3W?{_iMCVSSa$XEl_w%;dZD zOeezC_5Kxk>VdeAI}-BMG!-`;wRv>l${{omY;5gUw?zL`_|r= z*r(>GW9*N@?B(9LVWL(40d)cDp1@O5nRgOZYdko+a*sPG$I-lV(6Sxj`+P4y=h)M* z16WI2OJA<81ZMBIyH)l_(XabgUhVXb#RHnOeiJk;e(Kj0-bX{O2Y2#bD?0B9aA%yJqR3a+D8HPab{P{efSs@G8UYRHsiv$A7i9ue|v?qQT%wbe>({` z>sa}eY1)MSYToLkkXFK=>9#V!)^1C-QcJ=uo1=B=A1a~BL(($bQ%g{N0DVB?{+bcL zwde1PE~K6_#nmG^cGShu$_yI)4A_mb%mL5uc(BK(-0O%7>cL@i1sPXR)7|fR7r0S4 z`|jWTkCG2ivf&FVX$Ls-1|09LlEF=rTuZh${{V(-@3NIejkwpBvMW*mzFY9OhLi<_ zGmmNURpmGuxFfD65{g9C?1+E2`BWl%5z^f1dVuk*Ms8VK5Mi9T?bbYbFX3O9I7h2_ zh;S#BtoQtF0W8B)iyUAp?x>@4#enI*d=q(u{_i<^X`(2 z3$>`bk;c=6r8#NWD67?kar3ocbM;-+et7@rxvLvN(xoNRS^;+g3C7oOsJ*BNi_bOqwt=dpjbF|UZ8|&!LVv>R(~+Z=7dvTzL52PvE|! z12IAI_W4PB*QyZV4pgWB>6I{OxU1Frh=nb%@?xFdo##sT&Us*T)A_!*Ud zglPsKvE++_)9&Ad_57=hLah<7?vDAgy^auu)qruqqbl4Px!%|Q`VqpMm~vR_gbx}% zNZDu#2 zA26k_-hHByPgpANgMy1xfN^AU@x4(ExUFb9mB@hFliL@jluSh}OUovXonS~ftMZt` zQRi^e8D7yBi$c^CJMT$W+-X!fXb?T;{cY6kYPGfOCC(HaC_r$NW;EP+(N~dx%|WV58KjZl=q_sEt+SHYu$Flm(2Aff=){@kiCWa z|H|AS)1yLo@mxyiOPIpBi9Yr9gtb_FDr)}0*?AJXW|}i`Y2S9We?RkZZ=s;-+;2DB zxi-OA+}YsfS8o`>PGNX3BCoLwttQOJXzPxkNrXQoDDah)h4{Uu9_vN;1BxsDsnLi; zm%8j!*Q^CanRrfnn7F=g)!Xv!2?q9zQE#TV<`72r%TH}Q-*UrfgLa{ddVSaald+tpHq5Ie19h= z2kfx}g^*$8(JpgAeW_09pILDrF`njq;3Bup8`>L3q3`d$rmU4*gBtlh0Zz9&(BP_V zRZ%)SaAP;G$y!nd_><|mJ?eXHc2DurBVe>Y4|dF-jXD-6z2Y2t30w)<7ZaG?y7xDG zd1i6udHxIMD}KudBkVe4~`d?__0%rO2Lf!Q6xx)HPGRJ6D* znJv3?V(fQB-WZGz->XiTWtYnb9`*pIM|!;F_Z4EidO5^#j5=YTztVk@%)(V0R3aaY zwIgheAO1gdYCzIbcx~ELGs3$s|L)Y-m$>*%oSo+4I^g`ix36WD;~OJSY{lQ>up1QNVI=SvSw+6Y%ZL4SG*z0%MY)Zj<3g zV4iAlyK?$I>XtofbQN7igWqPVm_ixuo2$D)P_`ZyFQE#`V^sTq&K*Vl`eDIE5m%ya6enUFMmYZ!6$3aQ4NITMcyW9jPBxf+;zRlcTxEPgZ7Amw z5z5p3Fz~h(uZ|9Uz?WtRlcw7r#Aq z{D;ICKm2`tYvk7QGa&qav_qxhFv_ah&tO{*f#BqXJD=k&gC^@Em1qJS&Bsu=Ng@3Ei>P$2#Oslu#(Q;9%rFz-xuHwaJDd~V=QpJy~2z7B-7 zl&$hYB$_Wl0bX2_^2D*c{T0eyc`sx6kUS0yX=wcQM2`qA)=D-VlM?s0#Z0ZaM{t?k zzTT_wL~OXhS`_|~K5 z`o1VM>}W_0G;r6EqR|19+|Youi95bMOn617C6fP)LH*bLS4?J|Cd`zHp*~T&h}1P| zY-EA+lg=NJt;xlrp_!L1ncCpqkv<9k$}Rkya_<@l%!cx2Z+wV`6)sW=THsBj`$^QN z>VC>?>@$$e7`htOZ%U-JN~jkcS6Z^$vy*S*VNIhSx}jQx&+5AOxJ{KX=KTz@dNPFj zY==zlk4nVFbqaNI83stS>s0a2Ls>{P_s)j$feJKSN$+EE`_Y`RrB5V)L#!i1zZ4Kg z7iA+4z|6V1Klq@KaJ(keJ@I=@xLxM!H@=yI2O4}Spas%%^(m((;LNAu7iOa1H@aA5 zN)=Pui8N6HmBz^Jb3!>yC#GB<9Wc+5+6| zHRB}fmg3%>B4x+U8@M`0?)#&lUAQZS3NDHSuF*P1i{eT=IEP*^fqb7nCCtYIrWVu! z9(aDDj_Bn430!in66&`g)IHxf2;H=oC zAgQ}JC~F9T=G+~JgD0z9Ti*tyG7@c?I^W6|y= z)K$5LB2WQWFrrWIiYRw^?U8~qr0EQx^it_jxZ%Xj^c>+2U9`>hQj}fk-TG&B5$wC?-9RW7lT`6 z+U9`NN?%*+$k!lOQN7svkNAFn8MgoJeHa8bFHT=@+D_PLU!a}DN07c?ktI8|3H7ge z{CKw2FT##U5|{xN`NI7hmqC0)N^O_3^S@!1$0lY;trPNdBbS1r@^f zSa#o=V~cbC^DC}WY;{c|^O4A|{8RF_)wqJ)^Wx5w0NklMHFZaoG45DL*>r3}!>e8$ z_Go*I`|oE?d;7N&y{UZA`RRln;lf<6;GgRVGgEDW?c^P()0q}(5KaOu@F(p3&7~cw ziwURSY1tCDL%74Kc+I05iMY4gXq%?(72wCDI+(^qUHPyNj+ zUBd%@(dA3ypWHw-YWGa8vepuzUEj~Gh0Af*GOxGOQYa zF9UZ&2ZpGtrQ8PVE5WEAHxE5oToMg9eN#!|-oJ`p6q` zqjG^ruNGhCrB%Q~cW(aDJdFnTy7HfF=^*S?^!yt&&-yfc2^~rvwJ;a}|Q#xnVPEZ30 z`FQn)T{nruSXcJ`N0O-LcZ%-szuLgOq);i?@B!pf#MM`?4J7Ls0d_N8f!`;$&}Tvl zC`C~1x(?x$_q;zek; z0pC*$`!<#UkNu6ScHjdld-*2$XtEfW+Z7+2a+U|9XNOu0GVTKF$mR4yMgyqXN8AOt z{l-OI3zW|!a8aYR`y11gWFnI;hTn1GI){fkZd~jFg&{XJbhDZ;_R7xpoaBxE{mJgW z9`liKeCM{D-82X+Rq8llgK%A3Oy#XFxJo_L_NLK#P^)ExB)%~rT(1|~y4^K#rNl3_ zHIu~8<;nwVW_>UO&P}S(az?}R!}RkNo`TY%d#83yYKF0*nCCAa-oY(lQ$9q`$RgZN z9E;WY&Uk3iCsBEe86Iq3l)EMh==`;2sO#VUH<=gWLD=_be)y_r!c?-~RNp)n^&VLI{YP^e zD%hizK7EW9uJB>JIy&_*%F{GEgR=<;{Co>Vb9?cCVmsAP1A7Za!`Vrg%VI9Caassc zJ1=s*OHLC0zzR{rhM&NUiOe{4A(|*0TM#8VyN1X-rwx38QC#0{{>_iDax=fbx%Cha z$#3u8w9SIBdR<=|m~H^h1m1(Soo8{6H7$S!iGA;NS(ZOQ=4{q?udF5z0)4)NtYZn6 z?ZP0en^yX*i=pNyT;!qteuWQJx}OPK{_{$epC)){n*?R3k9yjxDJNZ!n|7+;UPL|aniN@3%J4$X z+b6D0(0)(&ukKNX%Q&mJ$Gpg|1~vH%mp@An0dCF0+@toVfSJ7Xe!=-zJfJhqWAe&W z+$W!Dc_Afa2?eu5d+$3EeY^ICr^$&}VZcjoY9pz3NNi*D*$T{cC za0KCo>?K>3v_bJ;#kwT9HX^fP|CH2=&v6HxQq}zb^A4Vb@;%iUYuxW_67AX@fqU;y zJyUwM6=aV8L;h-95L9N*@42^uaE{S_CaB9{(VT{3Rv=t-w|lBnEiMi;&QF@42)wrT zO&#Ws2yb??q2A~okd`{cFdp@f@T|>Fe%x#f0!>QTkxtmp?^22|!YE+>QqpiFOnZ8c z3S2en1N7i(^8?|3Jw^E2yPF%HEnwrH?%LOXu{?0qa8P-(>rzy(zo+WVY9rKHxb<_b zn;7@kD$JLw^&)~O{gY{CeW)Ej&+=yIp-)ny_Ak}Cgj=O=Qh_A6l~TKz&c}@&ql0I3 z-2|SyuVv4?KX@o+Ab9i_bWJ3q1U4 z0u@+^YNg#35_9cPPU2vChiWWppPKVK!+QbGRJg%wyS3yWt6fxknd&799b8YkXq)F9O1D%6@Sjj-=(BGjVDDJH^v> zJly5_DZA~$LfmnAmHD>1YMikv<4WthDJZS{y-}ddFfMuKvR-D+TEe;gYFfx9f7seXM@@PW2zQ*MZaf|yWlaes@s(gR3l}XJTra9kzoyVkI3+({U)?6I z!_2G3pCJ+y@6v;OF|MTZ#ekbi=VAjVlnzcNf?HJ&`Wos%zL3_JfLcV08B-}6Bv6_B zB&StocbL58z<8H1#Lfp8%tB_O_vtdt%&e9QOKzKQNxs{!M6jN8Pb! zAO)0&^;6lJ9S9oCuG4BS#yfXaJK;BKUB5M)3izPkS6GB@B+cA>xhaqnb0r~>%( z<2xUxjgbkLty%x1+v_a)p;;gK%-5M}7Y~b0V`?e$kuC1;F*0 zYGSD10@6X@>038N;nM4ugIk|D|mMl2I~v zcz{)L!(#*byLxM??~x(G`LoLY_QDRr|HEWQooOemPiDuS$F!s2F8{&px~jn2{DM6= z3!#B=%+s%}n}E0BM5gFQ9!R}dKd0*{oABs3>si3bXmd8c5DQF~{S?y^BqC_O6tIQe z+Wh@u+_(J+q?k+-|K7soeg8HATb4536~Bje$u7rww1FWy9KPbhO2Ucs`xtR$6YiCv z1fv*L?0fUg@9G}ZptbY)+>7ZbtM2o~Q*Xq7{|U7&68Be9ltEMk8m?b`??O^A?y!D% z{Zr{Bko#rk8!nj!j9QBBAx$JwDEk;CqMSX2w<~!)aM>Pp;!YX&Cu>j>F`O5paA>*I zN#Kk&Zo2b89}T-}TWV>U;QkA=?w{}@ex2&-tOVYw=CSP8UclSlF;luS5jg8P1M=si zLDHVy2VhafjURGnLP40Su2nM6imkcxa%gLX3ET{af|qAwdXA8au(zWxpRV z?8WWH>}w#&q->hhfeQzuSNa9uAudG_+yxBPoy+gcxdd#DA+3<`D8g7h(yuopFjdaF zaDi=mBTDt>I9w&Hv(id8LH+M2+SO4sG?~`l0P~^l)0n<%sFN$MM)KJp?M>0AWQo)m zj-|&POAso5^K1;O2e#BR>VXIT%F*L2=KcfbWX-63Z+eKp(EIA$C#tvt``-PeCV>ZD zEBE^Tm`gYk4;D?o)CWAp$uk4re<89(6acUyl0%e`K8SE0ircZ;9>Q_VsJl6Q7+6bH zl9b1X0Q2dYC6n<&;1>HD%)9y?n7_to4#cbkhK<~Hw3v;)wT?PnagO&n)V9 zn->){>k(m>j_8Y&d!LBBUJhc>AZ1&Lh(MpWw@>;perTP#A$Xw}XARK%Y2YQ${V%Yl z*LJ55K{zXGmX+DU!-kv+(H`<VnE@8dv}FRSW-|6eCM#?ZTl5KiuHWw+TQmdw@5Xy#jYO@ zES;8WG{GPLqt}zifIaQhol`k`QJ?nvRX0o|iGYHOqkM6v)#8iC)2eZ=akkCJ<)?`1 zjGI)_J*dwT!`=^nfhlwNSI~zbTy0Zv(WQGLFv2OL*9U}|t=dwWE=44_EFggg1A+N& zZ2eXXX~J4GQm2HYX7(nnD*~>~14^-lJ9Sr_Rh9QcU5jiooLf%euAM{U3J*TQ1OMSr zR>y1<^cE5Bb^1NSqD#TSzW!x|Z~ykhs)I40xy8~%CSnyZLuZ)A*Bl0}ttWR_%M(@V z$#(}`nfAZ0iHvdod&w6QfsGDXS-z`BwU&Mht|hNT{RvsqE{`@rBHcxDQ%WQAGlN#ujp2l|HM!?xH-K>LI!b_y1}`;BN_2^UH;Lwdh@UHEaU=Bz_vlmch!fGH z&;{A3;4(1YdG`d@ye7=rSxF4tHr%i%FY%Z{4`FvY1z!4Tj|ST}q_d|-5UDzK$L%-Y zpw1Vqzsoin6NSxm{tXd)rtc3LY%vtV^Rs1(Rzv{P;-=Izo9V#cN?o1>IA>P9 z$H&hJMC~gz5U?ifpLz=|4(vt)>KETyT#X00W7OEr1h||6SDpTA!1M{E8gnAI@)xy$ z!k>+39VZbg3?&}eHbA7avt*|>ig8NxhIyP5QXr?Mo@Jaq8rQ5s{2H4 z&}~;-qam=5r9Sz+>n!0-m2ghH8iR*phr`Wk5((>GZM|XQXd?JU^9%9s((`uR&NhVI zyP(>3)KB2{rt&kw{@{{Unh*@^w&9*f7iJRqIagW=oNf^L`;-BR4{#%9yxsp{4ls7~ zsH`~>KzLRD)Wj1FC@CsTb$gJjfn`RmU2TBxkhk`XOb%{Ko$<=3 zNBq2{t&FvqgMgnN`?lKh6UaTF_fAA`+4`2|FMljjC~G-N;z6)$|043t7jlHYe-<^2)-i>t! z2DgKxcuYAag3@6M*2%(H z##xy#wYP-zW#qh-oKUZm=Aey-&O8nLt;QrgdYwN{jO%vaE0gLb%$zT+(a~l2zquc7 zlRa^9(x`MI>*LsJ6SS7dg{*Sbyeo@)M{-qAeeLW=I4&9ZPr5(k*nKBF9j(<)JD;F| z4Rj6-YTNZ^#Oa=;*P^} z?%q827=%a5enctWBb)<=Y(G!^46Ft7emtm~Kx9)wf=65aAque*gQm{EjRq&u`f9>D zDDIB<$B3{tgH>)IejgT4^iD_MTozZ6BR`155Z!l!1aBbgXzpi_h--5VVO$0FcG`Cb zSXP$05og|{hx{&!b+uiF?i@i zC&hS01NWpC4%=sdAv?22)@$u0m8UN`=y}d_R)8m z7QQ2b3nTqw$<><{C;IQ9&XL?_V3kkumioRO*o9%Y){XZdfug}xhVvgxo`XAo70k%D84G*~ce9N>uRz(; zK)CnPZ=$SCmE-+{tIV@BP!=Jge|ku&G=@lCqhQAxqO7!0d8))ABE4w+c*~`KfvZCE zxPd?S@5GPV%|xLv+WGdJEYz-i;+>jTDG1}W#FS$KBgu!Xh1L1&{*{?9(=9J88%)@1f$&29=KKmw>u@u&`J(< zt1j!x-nASjYOl^=>~#1Y0TE-UQ(0(*DZ8 zzC8RXV%Htudl{8))cSv&5#c;oY}j+;HsO}j_zicA@D0(>_7NZ2sxEY@>81k~mC*VC z!c?zY^**N`*nyPoi#2XOU95QX?Lwkh@v=tgc(@q94IQvbX~BtC4YaO!e8)Y}>qk$x z&_y^K9hisJO|fX=#iHYpUkJmAex8Y(=@<)78zmz7tNzOIIW>gud9iWP>up5tbbK!AqFdVTGT{{U())BfI0IEaSwmUJ(>vlVzzoArc4m&7>6D zs`KD|AuP>Omu}H`P*C4D_;TB87;RYorB7oP@Z@sGoO^x=XAES2=u+=M8A+~@cM`_q zK7~2G!kZ`1u(4Lp&eUH-Y30kS={jFP&?)X}WH2yO_r`nmz7_v_zo3}xG~7L^b@Sqk zZV;@bee;1UTcX!lD(>r6M7r&575AlAE1rq3Bw>{7cE3>c2)HM9G`-k48MWz3He*QI>I+4<V5#%j*NB)%mzs= zy)OmMA^N@o+vm~pW#_|* zsOQn8jUBGrQ13|2j`-)4J?q@#46G~pv-OIifptrKDjqH&g6Y50wt6Rm0?W_R=)?)s z@2kg6OL<6GnRFfzQOcZ*7u4SZ&g8;AuHhhVO?GUYR=FE>I{N$>-~Ajo>Z9waJIk0l zdYk0^o47Nedfmp%I-+Pq`$_?aVt1~%34Ee*Z5!?cb_wl|4E#?knVC1O2=f}PKLZ}0 zDqLd;I};x0u*H3@SJC=T8EfFaD$HJfJqsn5t@Sp){u!96iH=hjCIZt?{`Z`1g}~o? zB)9Z%BH`{?K@}cg3Mu=Yb--++{&)=Te@H*ixR16WkOF3;asQO;I$T*)DARvXj2EnT zQ9+|(+``b)p4<-%$qdy$wd!cN*`#>hvm%hbPsK-#CbE-N9Mdx*fuEgqXVS1SA?Wvqp@l37e*?&B5J>7RD21^O>&m&leKO z^-*&|#<6kYbIu*6tHhiY z_azIqb_W&{A>Q zjoU`CRHE>Fw1Eb$DL5YUfRquo^(0D&Llhi$PZj^hAhbG}aW?uGk=R4;qX>V@ zU7ceVzJ&XXK5u{>PQ`z73CAvZ;7yb+2*($i7Ry)SP92&j4=fvI$;6xXz?q%)dhy?D zgexWPPG-iVtj6>m$Jiyn3C${gzhVb)*PN1FuDTP~B=4wEipZD<_J}woO0oJ2;{@8CdivY@FOEqT2F&%_if?ptfdlf6cAcz&>Q5?s=Ju z8{UbvM%XkfXR=UsOczYizrd^R+EeBVyjdQIRq2Z|Qx1`#=zKNK+mxT|`6o4cA& z_i}UT`M*NY@btcUKILA(x*prNJ3@-EwXXh&>9Qs&KgJpvOzFa%MLE1vZQp_6pS$v? z+_@YTP*UIj}}_qJ)vYM!M^|5O;Fv zylcYk8(x=}Uk7XxIm&2=NV-#WQ$^Gg;PfNNrHm+Ss_KwA(@i*oUyJT7c@2zD*R{fx zW)SuwI>(+!9L>DkIinW$I4(8YqPrLSYaQrk-wY?RK{Jn&^>O0!Zp1&ar!e1jRqT8a z3jIIs750nktl9C4_qGCm8twmz+QikhuX8O?ar%91MPDr8rt_;pd?y0O?VPya#DU_W zR=XUDcfcG&*{04wL$PHhVM^{q0j|FBPqW2%;*!Y8(FH`}Tu@DSCnoZXmr{gJ;G%aa zV#E*9PiQ}T;Ofx2D&S0iO%2eAoB<_A)DxedU5#gx7Z9%OmBi}d(}c-<^(oayd>*H% zQi43fSu(36dO4_3cRD@*hQLF2t0yly{SYb$r$Ii(tSBmO)@qL4O}BXZkM zv+QlmfcY?J-mkO}U}2pNi2)IWdF=ZFi`x@`5xwV?=dwEBj_9<2AHFJ@_c0WhYVc$e z5dqgBGIFfNc3hWyUL|mo3$XZ9T$Q+|u9 zQ}J7~$r1N?E6^J=W+mW|M;Hbwo_))7K-q-W`w&J|Q2q?jXkeM#wzM@A zU;i~*`QEn%K!OvMu{lu)GKO~7zbc4vR|&oU0;#iAS`$K}aM#0qQ`(kq0RAP@N|zl& zc#wk2CK-es=(zK{qbshh?4^vIfN`jL|9iGENKDG>JAQ&qWS48IFEDZhrh;6YpH4Ml zHH_rzb)Th$V8D%jve5s^GSm>TDWkD*2pE0`sRtN1$@F{=b)GypI8W;t?#nLyy6nC; zsBakIe{j+kQvxeo{bpUg_UJm??myz+F>p zKbql0dW-_7Hq0-3=Yk7Fs+K;dfxC|OEe8I6%WeF<*;temv9I@d0H~C2d6J(rNEpxm zjW?`*gMR;6u*$0L1z{B={&=?LDX?F^nCP6h0f{Uu^xPNufU;(|VT-IPXr(tTuT$Gj zn8pKN-Nzab`B@L}tV=3{jn0i(w?2>v_PRY-evwY65_ovXwi8&GXQ?iJjZ2Z;oRNUP&m12B2ZdJBj9pTiA%hR@JNaV2D z)~3o4m38fjavXLeT=)8$h3`M1R$2x-U3_2U&3BFpCi3<&kIkdR*ZaJWZeO|&?uyf$ zd9qy=IQ}%z8+S^MX^zMU0>+4bj0k?}?|fQxiAZILkDKg%;EuCv+fynejKm1ZvwOZ1 zNwRW}`wmSacQLLaSCkISoeR|d#BU+OgClb%Zi8udn1hWN-_m&lz+5iAe1YQny6mEc zmmix*`+t4^BJVztzPnHSfOHVPRYzmmiaWsj9P|4DFN6qHPl=K2E8J%@;X-Fp4ept* zVRh(_4KTL;J?^kj7X*`YW(R6~C9Dq=-9Z7Q`ILR`THOD{EsrCn<4nz%V^fZq5{Yp)m3#|D zAh58jW7`{|VZ-tM(?q^RI8*TAZdeJCcV|hhjI{xl##HOEf0J-mirjO@_bwn{-rM(R z=2}qQ9xJiIaSKsAq4!*`Pl537X_UOYy9@OM(fe`2txnT?7W{#zdN~!rbX6kj<20DA zX$3sx5k4WWmdz%o#pgru9FtN`OSQ@!iOOibsn=Z+ ziQ1bpvu|HKkAn`%tUvkfD;~B;3Zi945&4X>GZ*rk ziEtluJ8cpW$^8dAvY%!X>3-OdwW%PQ`~p0qjg2VI_Wp( z&DD9hKN6?`HEL%yectjno-ponBEQ$HCVZCynUx3s5#h@f&-3EqK=MBv#;>GxFTlT& zXq!wrfnPT7z{b1!c;L>s2N&FRK)&?SPy2-gw9JY=JT4xM2DkgyeQqsAb;j-u26a2p zpm+7(Rtb!I@%jq!okPPm^Z+hs zm_fLQIoGyI3%H--n3l~sz^#$bzgO@IBu~-0Y$BjVorxUQogIKc4g z_FHk(lL$>l_+1?3ZH1%j#W;XndUEn-36OkG^Ok^Nr&p=2{)R9_3P1n;TSgQX(0(yQ z`ZCP}M=b+i!!uMlz)I-nDlO;{_i1$g01-?*;MJ(wNQ9GligU(`@k-o>h>Jbri12t_ z$b_sEV0z9ELTUxTJT!Q5?3-6azC!A~oEUGgU&K9Gt8oMr=4gaJxNJxyJGLEO`C$f1ypfu50!VBdva(g&1DuIeEG9#Y zi)cMQu=a%*{97-^-J5A&Z^Da?F3noBj_??v)PRXFOV*gnJBjj#Rz zu5cXeDCUB+3}u^OgN8CGLP!Tum{QpKG;S&|MwNKxN6!I{rqcOk-%k^TMKi<&y`RX< zjHCnuz}`4py@H{P2cPCH{F_$_%vQRQ0hYsq%Wulpi0jm|^cUX(3F}Nv*`T1GDC}=( z+O>QY@agXDH3-Y7cGU(rKJ-2S_}5KFnOx8&yuu|Eff6|C*{KP>@`QizsO`$eNWxX5 z#$H@;pWG!bNO?H(#+k*zXFY(ilg7Ki8dVT?#J?Lj(Jf~;4SXOR!`?Hj#R0(R+Ar`F5{UDr2R}N(DJA#I4=E;kHbHZHpeZ20NC}3ToXylr}h7sp#aFzzEh;uw!imUJ)gST>_jk z#U!ttVMOjf-3I5{NWEa+x7J;}_5pK`WW?uJzC;i}9|XX%q~}G1YqQy8 z_TgS&TGKfLgy%i^dJQ`qI3s>Mgx%!mTYc*=k@GVjT%)puFjvw(Y=qOc)pGIcxkz-* z{(_9E1`$3|9rWBVb9k@FLwDfPc&D!_5^{xNoSO zQj`Km%U8_$J5<e?+jA$gUT|`KsH5C8GJvM3PD8 zqyu|Aop(f-@9yN(4lqGtZ>_k{V=xyRoK)zt?j<$j^ggM^g?&cpxXyE#&yK@$-2IkLP_v9XN-#x2)q5i+) zL@I#Z7vZ51Uqr%<6vMVlokU)f){%nxW)0h%&3eGpbQ}9j`Xga+F3s9~Sp#@ZZIojH z7G)c}891&-I3H+!GcaQg>FrroK=?&FMzyT`O(c(ee&zE=8~9e9)FKQIWXjoSDhq+7 z*|xCxaRFhUZ9Hbcx!t~Opky4xu%pK)g{&iol=!)yo&0n4qrh=Ms zp!*!ciyOh)+-0+<2ABvrG;f`-On;vWb-79;XIx;OD@BCM6{GGoGsSg}<`)y;V>;iD z2o`#oo)@jh{kCS5a31wOvU~a=Ih{xsyQk^SF9Bgpjeb^X1(7h&{N+E^0VG+I>4_TS zs*f0O9S6bX=z@da&H(orEwCbLmET^z*``D|bGA~G91s>zwCd z-2#R+{k{@8N!xuVgKU89F!K8fTp!;E7^6)1$2vr}7tbZaTpEAjfkhFKD-G_^Iw`CRRZ7@>W%JMC(FmJ6G?55hqaSp|64t7sB>QX(!YjNhUW5OD8#R5U%$`)j zlk=@l(7O+e0ooT_{Jzln#)Q32en$2*I~XHP8_we_hkZT?7M{SeqV*NP(N37Mrzjr; z6J$g`5{f{=eZhcL<_2Kt(mY*|E;sc{F!@gSlOtY)7n*~l2N8D)PjG+SBF%4%8X{A2 zaQA!%5#i{*?~idF4~#tJ-SJs&z+XzmgPbOuo%Nr^ogJ`T51ptAm`3E(Xx=F5l=J_5 zFS!CZYa_aMwt1uBCjS?K3fAI2fS#)X=eEN8$bH%3{*l%_5LV3^-+^lrVVn=W@CF{& zmrCNq0}Y`iyWKAm-qw-N&B<_gTVeN^$kot36~J1!Zb69407$m3J21HIFRuD@rLJ%K zY2f^!`PW3Y`pk{Od{^KNi|-=S2e^jeuk}>?2%Gp-svdrQKtIY2ea)|HTYYS$_Wc0-rUYF{QRFZ{=Dd-Qj7Y_}+&o zEbhCw}&W*81>v_lRM_EPZyn*`^t|iyZ>9S7O2|SEmN>z=()2eCGQV z)r7u{Q%u`Kq}Dweb1{E8u-Vr*uWk2%^ZNsr zy(5BYwC^)8UBxKjq#P021g%N(oC#b#YHX(ie8tPu!3`|$$F9d-2Lnsm^zsZDNg@{- zqI`Y~hsX|!Pb1B*gz;jG+K&P8xtKto%Y@ZT3ncN-JX^fo?Hu8DxR!lt663bD-3oBb z9t8Vn9T?%@IRTxb1EBV^=)7syLc&%J&|a~5qWCiC>VxMYMs$jTB> zL0!N+aA3jyulIoaOF#*n3Df**?R58DM7VnTjcx3?V*Gr#$8T&Du=fYXdnUC2<9NXD zMPw6UU!mZ}EMRpMQUP7KX`{NRfPb6twMy5|Th|N1W?JY1%)B`@OYavFiP=XyQvb#h z`31k`ytFzYet+b;G=78=Zsqb&y@eJasG{F{kQ|Jc-mF_d6oA&R5$=usKc`1)g7h6q zF0V*r3%P~^!RACktu{of`XLdtj?9~R{(}@@5%_;7y9qNQ=-^XKP2jJVx*U8u10?3S z1-+6IU$5f)>&DLCfIWfEV<&RS6dX_n;qkytE*@J6>tcwYscJPybEVs?SBd-f;Hy@V z-3y5@TDJh6Y$nQ*^c)K~e^U%*S#=P;K~Lws@9#l=l#Bh$sY`%AO#Ao~j&bt34=ekC z<2s9KkkAk)^?tZq0o*zho>}?>A~+NpQ?ko}(Y&2Xt_G&n)G-e3 zN`z-Ke#Z-|L?XR7bc)2Ci=cdr=Jx>0-IpQ)0K0Nch+d14 zazko^)*tb?)0EtzdJ=f?Cn#q*;7NbDBfgU2>ujPeJ{eKMnu#k>WjkTo2GlytN+KMm zMcqYya)ilHy_;sl0IA!QaK;s9CHZXmdHg*dG~O#tZ{RJZ=U7;jy5v-l zf((()%M%0FP@;0-m;UhwH!&fcy$62nA}qbC*QDYqVVz!*6a7Mi@HWJy|217sI8j;x zv-6{f?D+2I()+Xt_s*l0u1hV6pz=woe!K>e&^t{j3i0RZ8V!pwHG%P-qWQ{z)+(A0 z1B{11<+jvY0-I8`+a=@S4#6C&ke$H1McG-cAS`_cFbXpb$AQ z+)^B3L|=iI`?Ed2&zuNodv7UVouuL-rx7W~YZRjy4Zr(lHDFu_Y%VpvKL(tsbnX(7 z7@u>adjEUiCSH<${-+h#M|(`4ZaD}1T1S|3at<(JXk!*4OT}CSi1FhJItPp}W>9wh z2Y`iuN{}GzNtB)HRMeX-KSpYHJh1fWy)6jNkM!M4wfW!V--Zz8Z{rKGG8c$cq0e2u z+IS*G(+Lj&yXCpi(EbImC|L|ki~}e-WzS>6+kNMA+@%}1B3o_B#g%!uzLPKO;CvdV z)Q2qnIV%h$X5f^ow=pih7Me7qk$^Lwr0J-x)8%!m&BimnmG3T{J7n_3-IBgSY_5{k@&tpZrb|17hShJXclEBgPWG5 zmfZ8=qTF!r`Uxl-_no)5fA{S!4&s%h*v)oFmHw)lOIY^!TWnH9_>q^WTOF$St9((X zVpn4P;sKm*AKo%H>NV<+Kd!XJ!V2ZBJn-nVw-AYXa#W4$>`}$$@#kin@=)#lk2|M) zHAeqVb1eq*Ezut}D*gB;jt^Te!S-dMj2Pt|6?gXFGS}F1hu+rWzC1B3PHsU&N0Ea) zcj9#Cim#y>8o2ClRf5vpy{NF~-iE_pib2M*d#Y1SE-F3n26nIdiw6GAw)!RJD;bCd3q?AQ#XQEfM094Qm{HY_d`N4f=dW1989WKH@Q`=Gef-0Kbc< zv(8U#y;TWeS#EJKA8&x_m4BlHIqF21dOBy6O9<}sq2zyTabIR1-#hOE2#!+pqVcGW z?X7inqbF*-qiC6WuN4jV+EIc{+|8RhDYd&2{X2D%VxWScS^V)IXAo8^MbnnR#b2A< z)X*(V9@#ke{0qbt6%XA<>6)V`inTcHKEAu#>uE@ge=Z7iyEDeMnHpd`cEj)!# zn>r8I{g5obZXSU<>2bO;ZcK1oKX^C~{h(=vqs3om2V2^GMH%|ywlXIJ6`u=dJ2P2A-9F*o76BCfQOyDR!M30M5* zv;Qw!ulljoK2)_-V$Zd88_}1}iv6oSKcJ2R@oQ2PhuVflp4YN{ZQUD~n^5)|xf4H= z4RLdv%lgXBa$I_%K~c~KxHO+Oye2Fy4wamRJN4x%EwW?@)75kBnwTb3lm2DGhetDT z!GF0meakm3?*5R2tE#2L<6ldnhJZyLhH~Fg+eYdbcSP-p%BFjsjvB++Mc&U)C;J{CB9Z zKO$xV$`5v#Vs=>@wR~So8T#Wqb*5F~?GDuPJVZM&zZ#dx+;Z%9evHFo^?a|oD&WWk z$KBo*KBv(Q`EgUwv9D+0gCjudGX5iGD_eCJZ;Y~8ssQ$L%yoSjIxIgs|wV1%gos_+!Gq79^zVYHZpj5?xmd;id{!k>f z=~=2P%H8C>J1pE2)$e%8Gp;VhA>7fwQcvzhtzHKxLm$*Z(`feKz8AUIeOfe8>xi!? zuCADBdVb^RHDXy+5lG}FBANT7~i-sQjZ}y9fm~WQYVbbU9amgL% z&r8K+XYFpHo{>CE+&QC0?d5?Zcqp+)`~rMLI8Zj%R(&~6Fg~^UR%9CPjgY!7Zk=$y zLS)*iq;%9|6) zvaX)OL`z-yO-CXeZGpG_A`}V!a(W9ed~8_!?^1mAJ>!( z;`p6Tr?p42(daRL}Leg&m^J*aTR>(ZUs-LhSpp=WMOE!_g zsCL{h$0|4Q4ZuU~l+6DG9{xhvIq`9uzn*Z&>pU({3{ao5bsCDlFWMjSgO55H&)@vA z-~y-CW>HXY97@sXo^UNR0ax{YPkpp{0%6K5s#bdBj2hNw$6vL0jlv_0POdX|#bsXx zLrd#oanggiuGh>9P|EzI*7_I|)YLaTd#K6`wM}CWJ2F?J@-By8rX9X`z@E;rLwV+R zI)Cg_Lp8At34($qB%)+F_g>?+F|!yYYs^u(Ii0(Xij^iqsBrz%TShax4lcM4ep#q z?+ejj!rfyN_WcA-+c>X7-y>_r$2jaqm6v3-LT9(*+M$dwdxJNkPOG`&`UkI}SA}`qhiw~xheq}a z$12<@!sohLogqnOtFWBfhP^#;vUm3iIXaP`v^zNXNDQ+yA@> z)y4@S|K6S)rw2-H;VUkf{>H=O=zTx__pDG`)BZE6v7NE%&>r#q+-S2kx9$yUn)}@C zXJa2urcxl)n@|T8M>#bNm+X9Yg%`X7RlPmXvvEfbZeP+lHG1z%+$eMH^xBFT)SJ6D zIQ<+8x2!*MG`1Y$+KAuOKpz!b)A$2bK8f*@sI?YmW$#w$32NQltzu8k}h6tE=C^;yK?oCwer%#K zuI#%O;@~?MS7*%VZIr!?t4iLjwdHD~hFHnr+VfI`tFmG;%i{`4Z@%#M#42Z;zUk-O zR!bFJ?vgWI(Z&;(FV)!med}!edCi#H#*2+n%;>x=b(@^UeKlpTG9TB#d5`p+y|{$7 z{gK7xh96gK`1ul-6=x=wtUr&kiwDl%_fSHm)b>Nq8Mpb;erKpW?_NsGl04kDtuN5& z;4G9yxtAS2j(&d8Q&%18$8Bc0ZS%jBqKc8cIaE4vmJx1o#>pFzrpvkO*smnyPWbCT zC~s!?TtB%4{LFb(_4#SbQJGbzcTx8o)ZYE}P<4A9?%cCVCHT@TRR3Ih&XJdXsFR{y zeSCr&nq^-qzAHsJ@c|!6nhg3|@up(@iI+HsVqZ>wi~ilPxpXYM1}DR;wCIWVfVt#v z;FgdD=(m#OI&9sEMc-&11j_r6$xmqAfy>h(Qtu~KYQHj@Xp|jF8+^R(D8O1N|=$-X>&rtuw2RYLg2H=7!UVU!bdR(LV<@e;|0Q{%R zGu^%KIDWNk*0slPPXY@cD)HUlimE-5;bEpHY6<@kdf3W9jKcGT7a7)k2SqMRDbAiU8`Ye4a-6bx9H`?urrAq zYm;&1s4Oc{iYj64GVNMu86fWSXO)E&kHfEy>`+rYq796f*K64CKA{phm+7y(Tv6p? z$$$D5JMeJojd828ccH%roc6q!BtDcWr7IMRzTJIvrb$~AoE`{gMQwJr?kn=y4S z@B$t?%g@Nho#b?B_&ZzNI&j_K<&RG|V^ZX^nWM~c#1D^;)zM+-#kaYQ?u#l>nazk# zq-<16YVKwM;l99&JNG#f_MI_zi|Z-~N|EV`@|}#j(=Dg0{~UsQjXgfuz1WW1J{>dZ`XR0hUHe_8MLU5|?U~|6DM#8J zt;XL2)yVA~8+gSH4J0aPs~L!ZbAp~Lp}|+;yE^uO7>^7czUq~ah8~a1CwlTHdK;XV zz&SRgLDlFT`opDt^H3?PzwO!b22}B8YJS(~0h~zL8%_2^eKD{8Z1GqHDxp(LtsbPI z?)$4cTML$>?3gcR876Ol_oi{lUybo7-FRZsqCK~9rqzNw1;%}Zm+MiQ=PV8Ez4Up5 z;$4*`EI=K9Y7k1&<+w%}H+WY6vn=8PnXq_Ei_5pX_qT*TSpxWp!M0VX|)UHZjPhdz@ z+TZ8>LT&x|`SCxML1OXfsIk)@6WLFleG5n+@V#iGH(>En-49Nn)?-1Jv=n)VEiV+!hIihX@3FcP}GavTY6CDShe{@b%7}5 zZ1?Qv+6xF%LD%kgK^tKz_M{i8Tmt@Z&DMm~U8wD8M9`U0j=(OPaYOEWF>rS8YLc}( zhI(fmUnd_eiGTbZ_1kd=0?7xOZv^_2(7^kbEw1fnacZo6!$R%HsKa89jCs~pV8+q@ z>Zotd^5m-r-r_+?n)ik}grA*)V=fcs30en;I$iUuqae7 zzYmM#D=7jE9{$f~sB5G5x6w<>PwrxU7YPWjtheHg)GoqE@(((=@i6d5-Xmbz(erH7)jRsCUi>xS z-3=F?P&L5pSVDF1s54RT$RCB7|DVsozicg8C3ge&xJngY+Sq}rd!J8Ved`7Oq*y$q zB5V(;l?{2hUO68B{=%8`rfHV=`!A#jak%rp=TdI{%hi>faky({=(rH|55Tr7s%ihu z1b*N_^%$8@R5-V#;X~3`Tyh{^;M;Z*gwANg;6zK{U3(OL;aY>Z4>;PwkGmt$Nn z0{gF_f4^rfZl7vkYW~s@C(aDuEPVb9_v=vdkmI=P+drzY!)>tU+K*q0aoHV*h{KFd z!su?Ij34l$kWup-da6NdA+6^@10}SPItX>3eg56CDCPyN7es?bc6&s-N8z3iWBGrV zDFU57?0yJcOXjz^oSUTYX`*BRkcbAsm%D*HyE zE+1v4IwuMwOqVOpxb&7V7x-l2lewtY_OP$-#z(l;G$?aDkwQ&X+MJrCwYVp2lJ&=8 zcij0|-@LoPZmGLUwHIpN@*UNAg+Qw=Pzim*_~i;ctIUU-lO@ zE#0~$zOD-os?vQbVNRtMyW4U9*Xtek>JDL1OXcv76I+Q;{wif`32eDhUI&dsQSF-S zPbaM217ENsW7Uk`sC(4OsuTM}z>Tx-T08nKPIGmgQNFy0NYz#RaPV7kfAD=LFqU}V38tCuN(UXOHG$wFe^H>@KO?R{pL}@GpO$(wPrnlho>{5tg9KQCgH5zjpht-UEU|3lvxIB zYbu^(2e9L5e_3FqQ?~kRP}>CjR`>p9G%VB5y&eAsPBi_zgPh6U8wT>JgdII|{NIxg za5qPyE%i!1FwNfHI#xaf^)ILODJVzVOO>0)MjeJ%cdwk$g*%SZz9v{SS2S)|Puxd^ zTLi=|mlQwWT@(QU^+ZgU+00Q#qT^z?#!my;NJEbdSyvFQ*9}`YYZ-9Ovzs=Y-T-pF zO*<5?r4uPN+7|^^ojH-RwBH-+PU5G|xtzho0OkE}D<} z{`32kixGc2<9^iLL;Dz^OjA5gApn8G2})Ku2{ab(U$f;{H7+8evF7i_0LzlH0dNA= ze|>dc*v*Rgh za4hh1+D{^*#g^Oj={_(T9Y4H44?r&2`__PZ4Q}Ud^Jh!x;OMD0b0*s+^DM8~ZfaP48JvI1fK)_=dD<2(MvU2@s>x&dKtoqT82nX|x9 zQ)Jp-kU?Er4u6w&uLp$}bAl&+-VEcGuQ#qT7>%=<8m3&Vx=f^Yv5ic$UlZZD$Kpcl zMR+r1UH6+#296%>_mBIMbDMZWy{P16#=#|n1E_}QXUM;N757uB_hpN4u1?8e!=Yi^ z7KC&PMB8zSu9u|A)_=f_r~P~gBXRU6^M;G4JDbjZ2Nm7!#;trGT>j&#<=?p>xNew= zck%$Pyc5^bG7oo2m~X4ADhI~g+2pm1 zsM!YneDHlYQF%HkBJGeDNO*t$y5*KJ;VGA$o*lEC2$s;fKt#B;^U`394zQ5^A$Mdh1E{9n?e7Fqb;2;sO*S!42j<2puX;YbBb;4Za}^r*-bySStSSO0oIwBlNjJS;d{z>Ff2SHpCV z`e)(>%L}V5K0AT{seZjyqe~d+{i7GZb07>N*yWzF6%TwqrWBkN2~v+f-Wb@u7dT^= z-g%Ljg?pvMr^m`F%lF!(Jq}9EM zy0lM3ph)wYfc5IvV#%CUg!xj-=$WGk5A3ozru+CZ7R9V~7r#NkFs1o_cpyp)$KE}| zDSKYNzPQl=CvUzpUs7m_D;|&d^2D#75V2(D8q_>-Y8X4R9+(vCf081Rc%?DON%@Mi zzrW3iWvb!477Ztvo40Y1ywo(CX~npzu|MEIa~rOtc z4Ig`#yL^cSZozkscj;E3PKgk!C!$NJb^EVFwx6dF?tO8&Tki(~4U12epH88wuxrzk zBx_NnX4D*!f-LHeH?%!kG8zrWE_hJ-?Ko=g;!?x|)PC|#ip4imG-UsC-7<-G!piKA zaURzL+>QGt;!94zUfikj^?iuA{>qM;&^;UEjp_VH+)CR}TM)@swu94}=eWUa!%-*e zT9C{hIJslVJ5be6RvN4^!Cjv3yDz;rB64u1X{_!(G~oQ;dP(4H+#fW;2b5Sb)Dv&~ z7iZNxyf{r~H7I?)K?N}4KXpEaiY8p#V#Bf9y{;M$HL(j{Z5)p>UXK=yT4_KyPmf!= z=ob<0f4pCTz~@A0^$)^kjp(se?$HJ}Xt0C!jRg5mw5}0#A3Jk@k%cMnC|jC$J%nk3 z`oCp8!Gu#Lw?14Giwv}%IK@QZ;n-;u!GkcvdqHh92c$$e{p00(Xjq#bQ~`U;iYA?{ zx@geXBJo7~Y{ECE{Te_aDoM+0d;+LSQMBXDsAG8K94b++de{E+DE5(?){)&4gKB&p zvL{Z^L!v9E&R!T@g1cLE*XC~VrU~#2vA{FCM^Zj_mIeY4X zH+k6Lt~h%Z=Rc_Zp1m^H5Nvq-sPoHWm;cB$cdG?Fli}BnU-%mCt-;P4Sk;-zom!! zCywaJI90l_mHS0VH1+Ahllo&&*Ivd|$CJ&#VD-+63YrbFtyR@0RxBdC!0&EnUrZ*P zecLwuVyq(^k<8P$(_CQe%`7-%y%K-f`tO{sU=d+H%ZaioRsjCC<5FwtmZQ!$5f_6$ zj3azqU!lFFB5vDs=zXv04e@!lKz)g@JIEo)p9UJ@j?wp zje}DOH=DUA(`*R$<(@B_d2uJMdt}+zqw@(3noqW?UfBiwsmY2pa<@^hnZwo-`=mf} zh6}$l;j#F9U(8YF=;HdEgDN(1mLO0X8<`Vk42*v9V4#?lBBGSUz*#Qu6&RKjBz7Ajw*4F{W6Nh*O#W}332O;XM;cL9{}$~1rJdeP6=2-q>@JZdVyJv&CQFyapieiUPjJ+l#trLxa*%Xa5ISb&IJQI zXrRLA*H+x~==$xkg?_-2T|qhQf|PTiXl_rXxX(+!nNm;0=P6}Z$_525I&dEMx|DPF zA72d;WUT`8>M}fhBT~{jL%eg3jWLfm8ZJV^+jibru{ItAQuH7fm*=KRziVi~A!`&O9VWHPxNyU1?##TlapQ=#$8Ja(b|8@MboNMx# z$e2=gl;Xa1I%U%_3AenJocSU2FzzJAqe?sr2)~q)%}EkoqwVt8uGt`=HMTu2{Vy6m zXE0;Z>|WrWzr5S;-8v9nq3rBDfT7zdG1;{l|Lj-29P#Z6$QhI{GC!&U*N3uSk;Ol) zb>=7Re}j6DFPPvwC=bjDe_Gv#PNU(gp3ir#?Zd;=I;55&1JAXpi0<|I{^J}KlR8=lYd&{345^{pDQ(lI9XI9~cb{V5hd+c%9--n}4 z6iR^b!x1Z~nKyv7X78iq)fa%jeM$du3uDx~m(Fzs>6PtNk|L4#U#`l3d_B&EbIuHh zV#1$H>p=;}S$G=;wE{y?83>Pk%6N&kZXy&^W@s%S_O}Jl}K$VOUY}Q2}8)%c^wFUjr;B z)~6*p-h}hTRcY4k*SO)lvGVZpBysK(T6OrRr;q+B9VDm{x=u;_=f`svvHiVq zxs%M+icQZ!ko$`=AO|V-SUJFzc-w+SV^5ws1%e4Q?gc4jub)>24}yeCyijLfEAE$A z8kT8jjJit=s9+x8Z=wBfP*>7&o3L^Q2>)nEwVjn9N|N~zY|RF7znA0Q^l>tgXPQhZ z{#p#G-=}VB8B+qhl{qq{2mElW-u!XzJoJ&MvF1w6u@=Hxj|2U7JRwpe{+7U4;zSiD zU~@)&`aZ=Q50B(zg5XSYb>vVW9(pG%NXk=0DLu~fl28L-ZKLz5@KBGLxZxvMRI_)j z$}Cg#_4B05MO+ucEZ)b}zo(1K+~O=TI~qn`^MA+onF0)Bn*RinS6Xd?)+D2Ztp_Uq z)d_*UfR+1rQw<(G%IcZAd@}GykKoyco8$G*&qzgGfyt!P{5VRU!KH||gyl&4*Af}p z)=(97H?L-T$&1i{eddexJC~q#1(tv0oHf8WOy@m=>_&RNi~59=yx1C~O-6S}n9T?I zi_^9Yj8-S?skA;5Bo?{$SJ;Z5kIQtvElB%^uD*9684bMLJ884m7{WO{lEXVJ>tf+J zD-f3^x^z#pa{|d@9aKUOFfBHI8-FYSB$IDZ1|o!cn)aQ>6$x{bc88w9bx(Fp>t?M- zLq4=#7mHXrd*e1Oz+LZiD5EsoT3Zs{|8E8oZ49A;H*vkb`@FFD9#o;!dg)8AF%fL& zp@KcJXdG?8h`OjWnSG6f`;=;9^u_m;HnJhC*sF=(P$us5)-zu-zL^LLx10HfOM!52 zEoE4S%Z)#IC4^#-pk&@3?*lW3l3z>%VK41}j0$#9c8@EGe5A>k6H6rt`w^|GW?OcOzozrml zL5tnYax2`i?AT=+&0hXFvk12ynMMi0fnQrK;LkY?jNaK|WOx#{U8mraB^q>XvGzB+ zhWmTz+$qBUnxwwbz8It>sKReXT!Reey=6dTKlraeS^xzyirp?E{PiVOM;vh zi(S3g2LvKIM+D>!7RO6(o|7LmJ6`&OfY8T7ms4eg-yn}m0t_7lZJiI4BI9#o-$ zLjw&@R!#%CNNw?p!o&TGH6Jc9^g>;l^a6(Pv)uS@4_4qhihX$E7^>LDsqpi42Eor9 zXDg3Gz>1`OrNs5qbC2tE8{E?8CR+0E3Gi1Gy#Kp>F-SbQabm|_XW(VfLLc1I(ngTWXKoM6uCl{J>H-H3}vIS&kV47Z);`D@O-3-Z@Ju__>lL^+-s=6X>0SM9e;tl>ST(R(K8~M9hek#As-jUkMKW!QnarHnYg>+*Mkic z7vnzKc3l#8Xgawmh-x{&d`b>ch}Ry-ld^>10FB z^y{d1?V6az?)ik($xIm3>Hz)$Cza9bj-%dxcSGOE-9cTGez7eM-$lKN56^19NC)B;jWO0BrhBx1$ZZL69_(Ps|Q}92ajYi_iQF$T^YRjfYRuKE;H?cGJm84Io@! zN-kvwQY|;+&KJc4Yk$u&=ZE)!uXQ^0V_!aS^IESbx)369E*rK??`S>=Ov;A!^98~_oUahrcntUh zk0=5UFrL%?g}}*qLK)}bzbjAwR_L7q{JIyt6PsQGf9Lk;O!5;X3sRcfV!wmrRIS|X z;_HMxi-Ha7Krpe=DCFU1R5{;1b!&8;`8yQe+s8j8Awmf$Opzp8lE^j{LSl-_z9&1$ zKFmz0Y@sM*n=H|S$-a(hLX>6fW1X>YgR#uMe!HIEpa0;Tb6w|L=iKLgzh28GqB=zZ zm#gWo_|~!GN5`2~e(aoRnd4PTlVP^c#e1DNA4NZ$H^kshP4B4%$;~D`vdU?6JlWW( zMinB+{sM+9Cby^`p4w@>q2Vc9dh72+cF!X>6u^}C`HNY@)}j+Go5T73(lD_I^ZN^) zJ=(@sG<(T)VcMI4;byAbm@^eO>Z#Hq`xk$8?rh8I8-$reW zN9pgOT|7n33_y&qSoep{lBIluTfSekfI5mvmztwEgJf9h-9J_2*P)vCWw4WJ&ibZK zJzK|wjdMj;k3CV|3plKHSwbcDdidEZYFOnpHifU_ohh08#XOsOKzSL^1*D+tMLy9XK*`Yg}pVN(BrYw)&cbuIGcbq)`GxhT40{)v{zRl@h zu9KQn{s#T%_4yDptC{ge{mAdmxrgU2{5W3Ec?OW~?35IX$gq$7a0MZu|7ePRntePa zWD<)=XeBylCGzQhc@Oabt-ZH)Yj}v)J=FnN?n&>LX|DQZ##z?YkIlV|5xc3TaFOzr z?sM(Ur5gl4xixGwXYJ=)1@OW(E;8xw&D7V>olh24b3~${_dyjJUg^h!uY3F2#q@KD`=+vz(6kCAmf?D zeO|9?X7^`KzOw!Wa75dmU>~7w7cb&ZpX>c$xNK7^@bIF85H!Idr7$n3L&c6YLy*de80gYkzHTC)LJ5xnK-&G?SI#MsxFQ^H0U&q zKa4#yvE7lm#n+FJ9xzT=`*~x{^kK8u3-g)e0%LYqzT6Stsv4&HA4ySPO|S@0JbJZ< zo(7MbLyg0p`(5N`DTAvag(8*j%fF46-!P6+#6`|52RTVNh4*pa>bmC*`1!VVUS##o z%ikfsj?1~dhCL~e#rf&w?qd9tgf-uZXFJ^&`#x_T&N?H~ z^f?*RQ*I&&h~|mhY!01ZnYn5D!2V<1T6pw3qY818=KpL4Pe$DIt7#!F)*oSMP2N#` zY%O_QfRo-Bb>mDE_+zpj4f*p8&RmQ3??32JIr&jox2CwriPU}lK)|)#Cl`P=b`WT> zs`86VX%JggEffznvbje))k^fWVBnJ!<`|?wV$JF|kNd;^_~W~453UD4{h9tLTsP2JR{wY`OeKA`Gj=^H@JpyXbc%lo zoJT{szO0#dAMKxT{yA1I;nwLxi+$1C7$o!KlrQYjFWlN&9OS~$W-Bc+S-q>6JJEdlj|&(j{O!x#!e>N~w{}aG+|;oW)IXX^w?xeDf3?!n>Zaz)t#>Vc z>rxfefseenz@dqFVDqaU{cxxwiT;gIZ&y+`0T}M%?fI9>mdzcyVkz; zGI5$U^_zsLA&ncG9b}vG`*PgO_9?Ac@Zf(;LT3e$y~3|K8+X;M>&DaR4_=%c0r{|% zk8AcgpGhb{LFatCW__@$}{i19hesMW(NIN(R+u|Pdwtr z`BnpeUtqR;!N*zVk|XFX@+avZkyu5=yzDr$T84A#SZs)xmy3q%6VU2shf2xAk@J1% z-3)x3>T|Q!ac7HVQ0SZA+h-07znbht5W_agP%gk?+lQEhz_Fh{_mZ0pR7A2TmK`x8_Rt! z94IPm2yYtD6BXfKL41efg!Dqw22}3XXGD-iHmB3F_2SY+Xui=){Z`I@)L`qM>kK3>E?mh;;bvtvFeFAsqZm;1>u%y~- z-h=Br%fd2N#;@&P>Qz94w^Jl@|2^Pk^DYUTl;<3c^7*;+>$qyTTUGK|8Lh`6BFMri zzZ`ji_!|~GWzPCWQFKg-giyetr<#QX3r+@-`XZwwNw#NgXGCm7K<4(kYFXA$(1y&0 zjFFk}Nq%#)+v2BqPdrGuBxlL{;KYv?Nyp3{tGJnpiW~DDQOf@0W^|5Q*hY=;UW=ga zSno2~Y!sE=9`H1Bbs#1f*B(7;6o?NlZ$2RI|#)*c}@H*#?$pe#UbsmvBg{r&z(xddD=L4HTaL_2indqec9ak?%yIk z7Iyc&sRidA+&+@)ty-zw!Dhg-xn@w2!c{!#fsnL5btw)83_wyA<-o;$e+H;WU9wcZ zohCuyA6fvvkCjJj?m(hub>qT*;Q8dhdJ~^hE(H8FQkFxVxL1Ehy8Rq2@Y(El&uQpy ziJ_&`O!agKtPZ6RkYXf0Ku#zPAvgKHWL3wJGf&}|!oBn53*aUK-j!+?7W znF)Me6dMqOycLfHb=IlhvDhAyV%|Vl>w&8xd^yM7wLissE9Ax|3g!P8xR~4Fca83} zY%;uP=X&`_IE#_&oMU*RpAy)aX&6ug*Hi{0IE~zXjQ=qx#AS;y$oE+RUsWyl$3HD0*7H#7(*;H2U(a9@Q=fdh|91D~=jC#C zZuL10pQr34^>MbZNIik!B%#C@hqOpOK>%ks~D4gH~?<2z#pn|n7iB}yGlI! z+zk1!lio8a%Y{YqdHRau%KM(F<7p;nLROIJNGp(5USu)W3*9G7Ok zx_cLWsNS{&&)`sMU1Q4X z&pQNbF8jU^hw>csmG9!qqPgZ?E=vbpznJcqdNlXtCSkGYw2!J-KOFJ*Th{K|`KHj| zo;AMkQ>tmxu&dW+dRl#Dr!?AT5=y9VU?sidvL%uJOk_<7(dgr$4532h2C+Dl0n^P1Hw&<*uz zmI2;RbobOgY6pvD+)oJ2?@(zW4`$gy`-p0}XP^f^XKnM7inC2G{5tvSrxm-pQs$u6 zjR7{nI#Q2Iv~wF>?>j#yw?ep;^G#9g+<5oQ7+e3kEA!BoW*A<`C#8H}UEy*g_c zE4F_vp1w%bVl7!tXiTW|#o{m)6Mdth8f6*=rwIz@M{2)v|MlB9xI_mN0m;}i z$>W=YrF;=dC!Wc|b2_=IbWQDjwm`n+#97CU?j>tBl#&2`2Wu9bQj0&E8a$K`!b?1B`^8f|ihP>AhVf({!N;s?8K)T^I8tI-j-VvB2;#;l zdg%^O;ym3qcqKZy^z5+?M20@+7ijo)@4v3Zc+)G|4G)fF8t8MZ$fmGUv4h+etRlE= zSzUUj+1L6wnzU4ci5+!0(c5WGa%;~#D>=gsKi7Wi4?I0a>@#P7u@u$66Oy<)bR*Ox1tY;iggTe-?(kc@H9(v2R4*8~S>TOtf{+8>KDHAg#~Qz*EO_ z-M*P38a6M}oEX~j8>55q(a<3Gs@(e;VHpqr>`z0tVRv6l+9f(cP}k|24XI?nenKxE z)LZOblvJ&FRIQ?ihkEKeeFm$X1eKIoI>)hz&ubcNyJ+WOTOQ`PU+0$G{K)?|5g@<` zw$i;q1sBgZ1ZXu}iQgFNOa*{9-;-H8OksTz_^*BsgIDN5~tp`aXYQ zQX}q+lxAbpTvG{GKK)?t9&wVocbQsu3UO9rAFotGcaG8XQ>}{(PE5s7Hn2xMmLD(; zQcHZ%J$34Adi-e;CN10IIZnOB`e1Eb!4~|UwKvNcB~SyzRIoswnkt+S+J7^Hy1f#aFdHQXhTE8XA};ATGyf0BjIdA{$bc)og)@et!%fGN8jvt1y6Q4zD3OxgyP|5 zEcaQv6BwoIQwXulzu^-G13_e_nGo$s6mp9SXeio_T@$+6Q8dpck$`{wAQaPBRB+QPe~%r)gBpfc=hkaEkJQ%cu>kw&{W{NZ;bzIhFTpL^~)oNwnQ zAXw9D8JUi-#DbJ>oVrIW2ImjL%JH0?N2}|m(?5g{W8f!&V^E#Ln)?NX75Ieoi=~v8 z@B&r_3)Ls~t)w2J{;+RXNi!MJe*m*%HRkwq1y~`l@jA@k5v{%P@(Od$Yzx*r5gRL-io|25c#JfA!U`FA_YbOIe3s1TrEbubG|XKb z;9@RgOq%MSR>2!=Q$f?Fp5l*ll%_tUsYzR^3rVPmMJC<@NBp=+0mOz)W#9$MV>a%P zCng9P(-;$pKiX5cd{l~<|1qrgOV{YyWmm^0yl~n#FXZ@c)&X2S%J>{gckmXu^?+*f zAQT{Z_`;fIWY2^1VaMk>mepxZkp-q(E&+e zsO+~$mLOq(pl9W@HTy_N-yMZ@5sGadpKrR#ImJeCIXk>xL4r^VJcT&pS2|y(a=9k* zyG1;v6;q8zRu~JNlvyf(4YWnB>^~sit)5GXnUBLo9y1g%Z2h*%K$wIcXBrR{u!bSC zphX}IUAPeB>1hJ=UeyGR%0jAL5W4*YyJDn1q{W zbOwj1+qWNE>wy`NXk`#s_npjG9~J>4Em?H~8(lI}5Zg%Umog^+{q291m! zwQf2F&HSK8Yg*=lWX7Ho<0N_EKOb~7r91p4V@wP3ZCm;IM(xfW$Q2z=SvQ*m8*r$ z+^mlLBScR6L0E!rpihLaPdM7UWsLC%;k@rmk>MCU9y{52W^|)oD*p4TdN>DM17FvB zp_b}*87$I<)2nV=R&UfF@txbOF2S@-g~{EyHj{WrwPa(2ZMz@Z`ftI5CLB=y>EYP1 zKx8N2!)EYS@)tgbkKMa%8(L^&_fU+?T1MXC^;_@fDz&#~iWW_3he9&iY)L7vc{5%g zb0JHp#qNFm4;|@wAir9deAqsuVXAQpc!X&EHS*E!<39+HeqB)CWY3XN%q=ktgi|no zF!9gw^Ir6MSBL9EQte!w_jZY8iR<_3RWZ29v0I@TTC}n~DRdu;U0MeVbg`Z&10er1 zy3*qsT>;xp?0TUV%sCh$X`8^IC-A7}`VL9WTg~vf+MiHFTSMjO-#p1XhL>|)obFf5 zh~{@;|44c$-r+|#;DYVFXJg|k%SKls`O%2$ReKaiO!jPE$OT-?mNhzf#54nh+)Xjl zm7I0YykSuTcn9dfythSp@ETr>9|4 zJq=@TB6{G?cwQJw6qW0No6GvM^UdJ-Ih(D$ISjpBUAUh|&G(>|{WWi|_}h zoZwT;ORSbs$}L^LVt2N9y4yq$K!e8qX}K6-ie+Hkne^WtHxD*}mB~>Lc7>bZ-_OxF zdu#oD&W=eq{0#LG|GP+6Uzaud*^;UJ2=7b_wE>^@6$V_d>pr}GX|2fqQdDAj?71KV zKcrTktXZbAG4FU)4wLFuJa|B$7VV>K>zAnkVP#LUPBV~8P!l+k)QpMJ_~+xqi?>Ur zTV?ChGHamKgQuBLBMs8AIpOg;LNQUCXw(EOX}R}+TGbCNS)R^n zE1e0TS?*r7%%@PY+q!;AZbV?pCs1nS9NkljFJDy1!Pl?#*plu>DKO^97<;bFhE5X> zwlp;oSH9^%6G<>d4sW&ITo2Fflgyd@0f=6U*Qwy(D?{RW3Fyz0ol6eW(8>AV!Adw}iW+UxAw2A- zl*fbiH5-_aI`a#f7u3Bck~4u0QtSS=i*_D>n^$ZjZsS8Df66Zu33BAsURXubfne#Fy% z(07;{JBGc63TSUJBFVVJ@e<$Y5Q7b?x`*lxkJP2bPpLBsrwzh;T<5xnO4VmWy7dRa zo>5J!CQRGA(8W4`7>;RG_Et@ciMONJ}>uV zYn2CQ(R~ia)QPi;8R~c(1E)O_%Jafk$kFss9?U;}O-G1ga7OtWK-?(t=tR^PnG?O* zMu5PRI>x&gUkd?=?+S)yGU{lOBRZ!Fnkw<#Qt#^Wa0fu3Bk>~O>@$;1$wF>K_qQCZ zAZJD$w%7BQQu2rUaG}`>l`_6#KL%NfOYpFqVWq{`s)@JjweMN=C2A*i)j)rO2_4~U z)fWXO&SJ}UKH;T?l}jmSz9t5hkOL253}PM%&Z79AcjbH_`A^zp7(3tIXe9!*7Wv zPz-oav|n+14fuie2n!udyy;gNH0m?&;y*>^g&TbIQ>Ir;!$JM&aBFJ{t1xH6l4Zh= zVutnE=L54yK7F5L77w9M**pt3@0Uh16J52L!83Apt>vcLB#6-!!Ku!~Y%6gUKC#F8 z<7~m+AQ}MyW{+&xEu7twO&Y{~vTyp7R zFn3UF;J|F12@5=V`1Q5zFybjC+*!)OF_TbDCVikJIE${eqt|G*`}~dV2NrXG`LRVS zGo_)a-CDC0o#Qd^o$umD3PQZSTs?rfupp?=lmaj3D^7JeXwPU$XSk50&KQKvW@VXJ zEQ}{8qUB}bKoN72mAz@?sU*YE zui&*LLq6FV7h?MH_~0UT?5XonJ8wXTsVq4fl#;kRPrHeBJrdoH zE&lwk<_-c3tY(%p%ri%42bOXM#QWX#eE9ykcG@b2d-|Z4=*l+|WM8P$KtDjI_zkNz z&}Eqb``FOwIg9K3=fAHvESZFf?4 z!Yei+qDd8EePs&4Mp|5P{sFgjc^+0nPaH)9lH!Kbj%B&AYV1gH+zLR%xY2iNAWJ}9no;lWnB|4UJOZ``V{V{q~wl%)OGM%AM?sOmwguR!ASYWdC%LteSFr4=m;SC8gyL|zZxx=y)x5x!S)gV zX^{irXF+Y)n6bT>N4uNu__a&9*r!^(o0_*tEiB9gNX^k0^_4i=^mY4hCShrd`j)?Z zFlHoPc26v6X%>ne`wPWaxKjY?Cu-#Nn#efrwuPNuRuuK9oTlr=d=EZlB*GFdS}@Rnv; z4b%?bk!7>j+w_@I_mkM7rS2GPfGU)oR}p1W zJ_exM(D`2piK4^a<#QR5_cBIJcomy{pG$EQAaP2UDgZp+@KHpgN{iaHBes-`eq(Q>MHg2Cn$IMQzdOjYn z!+kMnd*E)Zqa9!qmFX7kIYb?AYQOY)++l)Ho!MhttGk`1@JiJLzC}&A>!2lJStqkr z%(Q}D-11%q3xT3yP^bIko4f70<<*Vc35c#e2j`c8v` z->ql)BD@dVk88tsBA}JlCSQ!UT&I3P@tA3}Bs*17KNj2Q7 z8e6i6aQ{@RlyW*|mfa(GeR$111~tZ*Nw+BnE4}h)Fb|U|&v2t>%U+0joLRyCPXWD_ zuh<$8gGg}8tMQ+IEo;C_q;iFXahix_JV=K5e880@9{RNBl7?Fm8yYzLeuO3ewfm$c z3>ib&G*Bp^`s&Jjyv+E8&{2XL6+CH%{nok64fj8PHBFh$zZZe9DB?w3eT)ozch$ z7Pgys2BV!q&oX-Gb=BN+dD>0%%~uuI1zbL-$*Pe2&fD!=dQ-*5&BcR$EXjKIEy09? z=yo4PpTCuDn>6}zy&3#)5@%Ji(aL5?pifG$m$hL;@%V@VNRSCC`8I7R)Y65aaqHUn zC$WoFRj?5PA_H);p9Ic9d}dWhH(za-^BAt(&&8}3@|Jw%b^bZyLONSt-uKQ#vYX!z zr{^l+CzA&laa#@|RACx-)a>_?eGIjhZ|7U49YJ}auEA*WIX?7yG^<1;FKIOuJM9u+ zZFA01n!rJ>y&p*fdOQpNiq*erw#z8%o<4CvOy*rW@d2&YqSos*S*ORQI$*c>WhYloe7$pQ^&cax&~4iA>ozqwSQLU8 zCOkZ5j0bM7T}{eopT!lL(b#SzpnCETTim;h`t%xQSMOQe~h zzO;!5c0v1JKOvS#L)%u`0uf;{`)}3=t>*n{?ctClTHc<`CzLuuR8gUtDo1v?cdCW zws0Nps{`sL@Sg7gwzi+Zj>WGXJ-6b@~Ay!aIxnE|u8>sjj3`fF8t&Mn- z*?`UQEk`t=DD&0V8UtfgOgU0%mhsR>XIKNU>|esClAUB2J+oHHd9*K&1Kbe_I@wOq z*|{Nr^7OV;@{U{Hw)h5!zR9oC4)ilB)xHb0YUL(o1p>1F68v>TF1%j3?(%GJR~W6> zg9C`Q`%ka2jfqX0@& zx&13nc&g9}LrFdIIS?r__5FW@Dqc!xsd3-$;K(~brH1^v@{NAb9%?R}kl#O2xb(#%B>w{-961iv8UYp$50SLtC zzm&b8ly`kv-oYm!5(fH^@s;9urTLr&0K4_(E)3n_ zVob{KAlAi+2#J>9A}Wao;9TLZ@;}r%J8M}W>e@oyKdJz6MGUDn-6LjvAiH^VP|QrC za3W8M=B52L#GNBLENz+bYV%@d8_{9+SENX?J4*YV^sb2UNzKeNTbU?{i%j+u^R3&N z-H|p&)+jFm9fC&ywLULD{?66|Lfb3W#c$5dzmETBuRBPAgm;Th*!pi5hdZDc(3+n#$>B zFTzY`l^3k?GoPe6J$gxkTy*g59KIQ{Bw?(5t@P2hV~Q3fJqW)Fe@KY5kkcNRHn1e+TV%lV z)$%w+qZ?fYA4?E_c1%-o&W8C0O!9z7mv0{;pWT#d2p`(M?`eFnmsYWf`6H2#mHil2 z@;iUR0s-Kxb-g)1K`5133mh+EVP}D_R0vgl{!79Sv!=zEyL~Fd1$PkaE%~>;l<@Ep z`Y3BM5h;;6o@fA33j?+Lq?h#7DDr2+*9K>zz;8t}AN?37KC?l8e-=ZjfJq2+WFQd3 zZC3aG49L6g_(3-XiW&L~y^U)qNk4<8(1YxMzIW~YvT2P^{{rG;`D8>P;<_;reV>}1?zkS&-O@m zbd3qzo7ZM0Z<$Ulqx=jhD!MsHX(zCTWJ)l9pMDpt46O80LW`Er!T}AOG@z*&zjx0IqcddBpr6tzCyS? zlG?2sX@@tj=T<60(hUr%kO=am?V-YBMfAUn=v=lp`+bqfeeQ9>JMZ;G)#of^_jr+{ zm4svD=w3>1Tc!Wtc6*y^+QCGdbd(0*Jor#A&;K{3hW}PX@4i1QQ1Btk+kaL;TN4Ph zJ$Cd()V=iQ2fs(iaqEU+f`L*tsaM{A1j-{$8+F(>wwDwv-Vi0_WoNyDw|m`f z!rx_muz6TndW$nP(!~0cdGv%g?^RGn4(Go4$NNS))*9ss=UbAG#($bTFBNT1AN5EL zXjDnG&J`5!_^dnz|Nc)MJXYa#{x~?-KnnRmvQ~bQK5n)&->MrvY1Q zB<)Fl!^FtZSBBZwckE+64R84QR-KWF)&F8KyO7y@f;=tM-rPYN0O&T-)`!bFLIv?Z z2L0*ul+4uVI$Ku`yG7=sUgk~=BY$qmwZ0l)zi*5gw1g4#@<}=x6#7d=TtO7q0rjd+ zcDk-Qn1}}hSr1FMltd)54N=57&y70SD=^YFt$y1!kU?r(LNYJia&~m9Y0n0i&M63E->PaLST&3Hn7Wo zvB8Q8Ik8`|@;y6o0(!M$uC{VO+mQqzAeym%OHjf!&T~?amNqiFm=&@PIInVb5yikzL5? zAP({q{!5bL0fik7T3`19>4QTyU%&q{ajQXA3i~vuDei`^(eGL6VoTed3tDZH3nW$@ zsKc(Hj=KGi#MinTu$7p2w_K)mICSiFps6)9YReBVj!Hz<7q>lAD~V>~lmRG`Ke|Mh z@EA7xd>|o^Nu}%EC>vtj$#~tV8B__@4l>(2@P+rM3CDi=4T@Yt&gnE#zZzID*c$6N zN!h&(8np-WR6C6o7MQahLy>NahOwDDGVGllASlpBk`t3~9nW=XV)nYW-ZLi^!SwrJ z5YE@-x&8o6J{wVV;DS|(E5sU%Ler}tJxOo0i5ov) z<9jgp6)tN^(lu=R#EIq*Z1RBCW>r8Wl_B!2!i72Cp^JSCD$LTX8dz`u5LpLV?x~B4 zFxd|uY5OBDoBY~4z7!5E57jA02C(MiW_z^>ux9FvA`enCy^_UYzbP>P?$P5c(9(KA zZn-Bo5?4Q1^dp$H>qyjxtfD)XN+{wegC`r4hU%-;8@f$lgmq^AR@=icKdR1X_0zN> z=pMV1H_OqA;TPS8x%k9;U`m6GP<+aO7wK&#pPSJmHnor+bqXYkxo)r3sbBmY;IQl{ z*@KV@>5Z8R7KsU@M^2S}R)_pp$aqyKfqOUWF`I-ELn*=xb(Eu0>7_Q4_D1=l}!pj`=2FgjSJmfL-sKR2zth6YQDO_gf*D0G~P9 zc)=o|6XnzpN!l0K7QP48iDmJK?ew<9QW)s?s)Rc%)?Ue2Ot7)y%Pq$I2%oJXtclUK z?TO8p=0Y}R69_x7&r=m^R3f-_??+?CgichrUE8`ve)$e+c+z`F(FUL&v;RSM%J;Y) z83FXBrUlCe(PN?pZ+jp=+QxF{x}lh~jXJFVLXG_DaZ6~Bb8xq3Mh9bg7<~Y;${kyI z$`yqC%kn@%<{@XX`Y|CfgjYZeHzv4;qJ>x2kMMz@>!dQS$;P%^X@H?_5Y*IVo-JRb zKY_JkJu_6{3@QXff&7aoTts=Izlo5^7-gPQE^e*FC6uk6S%P zY&l?oho524&I0A214%HW{BECB7JPkyef{akH$5w)*1}Ld9}_maFgzOP?tC5ftY%{3 zg}J)z-VpPZ&8JpN|@VvdUj9jaZM_!+AOZ(oD z%b9rzWZh1<*SIz6z4j(|62<*nrFSQZ4cB|@>GFW0E-(s={yL9*A2ByN6TsDNu&irI zW1sC27is>%eQnHL9-DH;qFA$|L=o2pl!kps8QL}D-o4iAD;{}OJs=kJ$eV#pnC@vQnfpqffuiAo2}nl^31E?;B;FW$$dleUetgs9d{RoXW2HD zYN@mPo(2VD((_xL9HySN+TKfidjsmYb_%E;h1UzuFB^0rue3-?7!&b;jmTx@sz1tS z+E90)NuGeBt43}|Zbt;uN}x0pQ>9`CKf1JJtL9w@RgJlS52Y)g--B#bTxV5&mq`F2 z8BERNJk?zSHm%h470t_gAGEglmc^avO255f#_)r83VeJrv3PIXOPNGmfi`nBPae|L zE>*XM%V`9Q#~wWEuVyoe0py3jde<<=1PSWXbK#wB$V9;RhRDU27!kfe*=rlyyG0p0 z&ateF&z=_nX)$t2)5HUF4pCiwV|R5L57?0jEv9(bq>78!5~3IX8P3`pv{21^ro9%U zU05~jX{}x6=nc>tgQ1<78zKhutrb76)5a7upZ<9Y(J@-LKox;O0vv`9uoCStD;@U0 zCXR{s+^1YA9BWgzh6;@O8h))6w7LeXQ(*}@!aOWxJ zT+T?Xs}RR`IQgxOI=+RjdG@<$u)dZgIXBoXd-*cc5|4!hAp*)&pCqzc6P zj(>hxgAt4_yra+g+c?($1Gnn>4Frokm;yu;1cp>QN)mT->a5kb{KNgdk-}-*SVcF> zyne<~Lt_S}8WO_n&>|v&e$@N;1pK>v5D_Q>OW9B`k9#^_GxT?L@J^IYBRK(s z8sk`oMr@>iuwB!)xp+i`I1l+Y@V=bKh17_|mCQK*3XQBsz(}lScu~yiZ2i#DcZvrc zdgPb3eeipVZGdPp5fa|#m|5Re89c#hxt`=UM*L#z~a-USxB;!hP}~(F8`xFBT=0OL6$5%@t**F+?oUwA=Z-LVfkf^$FY$Vs3;W=E zoXy{ogUGRV$JqHcsF6$i_4$XW=}=eaqTSzmj&+)Mf%cN`CL_E?3I=)FiloOQpY$ZGwZdFrinc&{mNh#a+l|$w>E|zG}K;}v05Nd z_`~2L)O_w;wmjy>jZ}f!y2&tAcGYO8#Eh?Q>cu~%4G%-Zc z7dF=1di7JF6Nl;s^|A)Fk@YMt*w=YsEQMg6w?C4^&AYc-?c06u@bL_XdmDcpy~$5@?qW#mRsGLHdL%yNct=Jl zgQD}bKIuo1!`iPt*;aD46TT=J{pj`am5`Rp@{xGL2h_WJ_C<3ID@EBRCSg@qpF9|T z{)F(QXgh*0@o`bn0e~s_Mq-Qp&ozqmbWT$Cw}U<{!_{5UHqHHn7l;$r8ebRuP;2`yB6Hm1qnG>TR?(&>s7ZMDMI9rm-9yaFe{@3Sfgyh=Oc>Jo*yTg7LYuFFUZbz z4$mfwVw1@HHQZ$d{#=ju*mV0Q| z9a?c-cI5n0LhRf0(YL^TrfgSF?BH~1c&$rZRP*xTgPy2fzQ22idjTuydskvNJ(=g< zJ*SZXluqpx*4rKRn}e5ZrMMQ9flIZqgEPbwpK}#G`!@vK``7&6iYyvI@9zMohwuEw zqZapX-8d(EFY&o?%RYT!L>&6(*rpO9*e*SnYd?Q>C2s$A^e2{v!76oto!+-(Sd;4B zO17k>(+2-@l^aT+%kV|ZLGNWSLh?ol#O=*1R%%$0bAXSqf2inF8snnG=}slbCM)C zIvKBsC|-JR>|s|s_ybNX``7**w}`&LS9y`>;~s`sU-c^bEBA)eIsyG+iDre zDMoHaeGn%nbNUX;tmpjvS^CYG(A=dQY^vriM;Zi(?E$CK&lkqtD4jh4SY@jA3iin? zmFhpyJGSv)uvc<|tKJMw26ZKZ6QYEl?Wz6eQjfoc0Ng+t2!_cabI!A+-fQpv50gM_ zzjFr49r0s+=ixo_kNhD%EN|X!qFm8#^Lmcu!`m7Bj(Uy!WBy1l$`$R-2b|s`{pjyt z`Fzafi*n=j_9ADG`Etejhx+jr@Qw7LUSqloTt4WJz027r}kbjgv>M_RW{S~=AfG6sw?8hQqoWFqiB3>+)U7B`ceOoF8q%1(axgY@cl7fkC9%ChxPCx z)@ROt!+bCumIszQ;z#?$`>nixg7^?W>NDRj!}OOyk9fO`{KN~AK%}=_66HL%opiK`;F;&zk+{aJAv&n;z#{NeLyT4h^$E-O5T}pG-#MTI>F4zU?G@TDMMRneMf%KPNIB}t`nSH zL%Og%!u|-x$NGSJ!|NG_F@JbZa2#t9$mdNiU$m2Y`i=A;pIDFO_7>qrc=>(`-_MfYbK_B5`$FI+Z`nb8Mt=DANv0R_*#hrzTnOckbUp^(Ux)HW`zrTW zb;e=%aX7g>27XR({PXn)>Ez3Y=NsY??&ma4$NNj4bN&S8yA$OP`i}Jl)=%sgbM^`8gs?0JloRSD zmgfb|-eWwJ*J)1P*lwVmSd*dW`*9 zx!vLLT!eUF&t*M9x=>G0uDm~p`J+7L`325?@bwq%Jcjvx7C-LH`=3WR`+@OMj=X+i zeL%YSaarCzVmwUu0;g9fe~d5NDXx9TC)zdMPRi{rH=cHYt4~-Se0q7@3dgfSU$CBF zJI(jIc>BWZkvtB{)n~rF!tap^|V}H(Y z{W)&_3d1PJH#vPnxgme}p0~%m-NpP4arF)PKUd-et|Dp?pV(e z54Ojc4$DJspCR3ooZZ;M(S!Oaw?mL_5oiDSb^zs#a^uI5@cYLcUX0K8w@}`@Ir^|3 z<9G(P4_J;!7xs5}KScH$u;0jy+hV@FyityPyC&Nmc+ZcU@_K?#)FZy0^X(jtb8+pJ zOc&oS@#9JSI1}%GpnhY$LwR5r`Q*nl(5~Y9Eu8)1$Ju2+2JHz~{zyOOi|rp@-_S2X zI?!(NxKXaO+7t0CwlJiIYupXj5AYP;k?Fxq9yglQ`gE2nx zje3XuTfSe3-+6z7w~JqJ^%dV^yNUFkKd7GH#PUJ9uMpKw9xp@wF&)a~Jf|0YJB{Ux z_6_|&Oo#a*-Dn@NJo)hn-acb|J|5q%!YAk}fpIMP=$UwUc3a?h4uoeCyiex758~c; zhxd)ScnJ{h1J40mI(+u!(%%8$P7t-dni2X;&*tqCu%+hiE4V{;Mr$^nqH(I%cb7}HU5t9#B##?T60g7 z2YyHXQSQhW9wCJM^x){meEP#P7T#mI#BlLsIY784$1lnS^Fw}6PrAahH}|~*M_*@n z#&h3$ap{mg)EAV?V2&S@3(_UP6Xk^IP>+!h)E^A@#r!xtm>%Vw$ni0dqXYF2^TTo- z;Xo+#T%hI`^%?aC$@nSlpt1Fkj zKRi)>SWd_<;u#E2lq2Ss3QsII%)bjfoyuc@I$x}J(L_xb>Jye1;z53}oKVk@e&mz4 zSJB*e)LY~S<;d4>)OUQ3`ik^~a&)2|pj-raqCC<5As?N%bf|ZjPT=D4dfb_NAIrT* zIi_;y@IA_(*H7dN%N6;>az#F(IexG`LHmJ6rgi0>_#Vq64xU(ESnp9Eu)MIG@H>_} z(t&&;KGZkNmv7Hdj}cEzE*_RU;zPMbbLlW2Opp4G?GDx-YzNSuBOho_&|YG>;CIZg z1NR&wsQDA%*&E)YUh#Bc`CxmG@{sKWmk#A02T!zDXpd0uP!CW)P%fyyh!_17%#VMf z+|iDrUdin;hadF>^&9mB<%#K{;WKEpZ z`8DR=W4U1cL%WG~0`&ytfa&>q+mZ_-eOMlG@WgV$azH!V74Ty_iRFX*A^p+t#CnK$ zu)d?-qFkN)l?Cd22SFI+f#r(NZXCa;&uB*w&u|B!vL2xv&@Q9?AResOC{KZVB0Y$o zx2ybj)ElgKXh$)B%(pAV>&d0-$i+u`kq^ul^@G=YEDzbgTcFMt{U~0}Sf4STQ~g|^ z&IkP=OowtryjWi2xbHk4sP}Q04#I;4cw(62i}y!R&ZrltXIL%*Jh6Us(s_@15X#Yw z-?3bgPAn(%t5GgU=O8Y9S4fBU1L?$aK)E2@*p8rGiH0ZY1=5Fh<_@F>@L_!&dfM?s zc_V#1KE%V@SCliBtHAMva**kObSM|OU$H=)Uw1C7TQ4CV?>Aw&qrUR}U|ybGA^ja( z80{4)%%AU9bQK-XZrpd&8?=i^57q<3kNhJ&C?~9!C~v<1hIAnw-cP_Mj-z1x z!Tu-OC%OGupvK4BGo&B&pr`shahzUD&w`*DNvX?|;B^U}CywKdr%UjZ1oI?#MFOg^ zbWh?`2^Pb)iD-hBz2D&Ko?@BNSaP20JqnIfT^km+h64a4^YUQUA?00o@eegAy#4fNI;D zAS)`9wG!+Ao+vL=Cyq)G3G$|4ddgf|;wbCSfL4n4Ehsyx3-H8AP-tDR2K$9-n4Gkhcb%=Jc~h&;lxqrs7J9` zf=56mRJLn~LkFn*sP1fqGNffn>%}WTKecs}CCCI>Qah6bbc6#BcYrK=f{bW6L;}9! zAdfdBc$zrMe-)GmZJDSoqxFc^gS8NMA92`hTJNa+=?7(U2Yjb=P@S6&w9~S_hdA_x z>gzBli#wqlC@*v#j_McnK0=A3j*f@CD4(?<9hKoB;?QMU9@OT&3S}_~WJhI5b(psN zwEndRo@ooX5zq^} z_$4U6gG@Qn`t~@;_Xm*w0(eJtiP~2@;y(~%OYK<@;HSF03*-Hch51I$HKUA;k0}rDi zF4fs=M}8(6?;Vf>t;-KU*))Q@(?GUs|D7qu0SK|XCko>acneo$RKO&oQlkSOgz zBH#)E8mO)Z5nT6P`av(BfuF9kmVTW1TbJl@*3xSY8n&60U@iT1c1`OeKUzzV5B~Du zoVM1|-_I>yI{iCq>8CyWtjzt;T6$pS;oWIc`j7UvdhCQ?E&Znd!9j(7*3u6z7tddC zr?qsaZ*lemFIY>zZu`}p(Y>stx5hp4`M{3W(qlayJ{oY{TKe9Xsf$PVvzG4ZvFSr` zp|$jwPuhvp} zr(gU(*3z?HxikBomeM=sYfFzdpp;rm-(CD-n~x%`rO((e)0X)8=-=wE6-)WvH~f|4 zww{Z{ zeRq#kPOI9tI5bzG>+6Mkle&E&#s4U~_klf1{`6`|Qr%iAN&B;HpGtE3E zbMmaE*LR$dP)PK|963KhdeW=FCrfHzm8#Gm`$> z3AdJhIdRszK|S=V~fN=e_}$%qgJJ}c?va~aLkysV`M zJIon!G+ELY$K{f8J$d2oh*rZ(B|MIK|I)AQf|BY-*Oxv|>!!#T%NhBz-=$Msk;gaf zK3I3DiKK_MQ_lWWSD_c{?f&75yAQD{{2=|?&aO$D<}a1+p8Q9Xk6KF)KP7B_K+=Pc zXJ7jB1u6ay`;U#ee~DE8zRr95?tKz}^ltBHsa{{(@JF5`uM3yc7kzkKDzCw{q)$>l zQuGHNQ~0ey zmj1Qn!uA@q?CO5| zWs(a0Uo8pSd7_oXM{jydmZEQ1ua8khm+a1#>y{ooinG|nl&pRKCQOfOA zYH+0T_+?)HTg^Htd{Z;u_YX-=R@ZE~HeRCl>1Ug+eq1U4ZT3sgrS$t2e%4yDUst~F zek4L_H$IIYbn=G_iv7TPBHKy(rCdsRee&Q#u^T>;()XBkV)%5a{7lPd%xPi0;(uw` zC$G*|^tWW^*pZ#LTT8!R(JM}n_@-(y@=-}HvE$E-lk}Ee4c_r7MNh$wULp3MVn=^F z_REmFhe&vA!{3W7Qs~2W>DSB#OZ_bpy;AksE6HJPk3H|q46>F=rM`K?Y^8ma8o%(o zCnWp2r0KThyQTE)pI^UMDu4T3t&AL+FKTpG+7VhD`;S>mFTXnZ>3{qcJpjFy z>2+LsD(OFM9_m|5CF4%;)m9(4_RuuGbFwT?$KI2d-4? z{N7zPt3Q30vmHP^LO<#3s5|=S?bd%v*%revq=f>YW>)Z=fvM-1;J*;%S4o1}V4&BP<0EBbyi zyzPs*5*e;5pT1jPkps40`?{YGx>M5M?G5i8GoO^&pO@{I9ZTi$^xg*j8c5~etkc--lKp!Al~*5Gm8H~6^h>e5+JDci zm$M}PZ~49SZ_AeyxnR43e&ViM?@b%`uTsw6WbE_4F6q17O!rdkJgt3`H%ay6zL z0g7LYdSZ8D#wz-S?LO)`+HZ`H_7(L9=|ws2T-PPN#~G#k_uuSyWvzt&Ywz<{gBK|6 z2lO2iCOre5lhO@r`o)3u#^N_u?h^^*F_CB5%OTYSck0)JOB=KVIjZoNY9s(oVOK4ZB;H`@I(uRQp4vmuPV zIzxL15?zz__UX7(k=Jduxg6FwaI`~!-e!Fq#s75%lZ zM<4zmAy_KENZZ9#O%%Pxb{70eS?*}RvHoLwK(A7aiB$MT`}h8;KQFfEtLO*X18k4+ z{qaekb@^TLUk-*na6!zI?e~=+$@-`JD(yDbKWyKTe{5&auAKd{(XwX_D*YqWGxRqu z+Z9I9bCf^G`3m`*)-=T~T*=SrK3Ve1j^*FosqWi~|4Gfwhi@zO1odNgW}mx?t1IP? z+dW8K^tOr<6eth@6H3KIp_1kfoxnf68Zn?3gy-&@q?5AV;F{_W+!O%kh0KlsIaU%dR_ zOv#=~y|{h>ihoGWUh)maZf$-)$9sNFMUPPbu)Y8B#DV@_Nqp`8xQTD{V#QDWX>6MT zLKCH(yktit$>E*>lFKQ{?Y9^Hy)aEGrw>jX>#~S;3)ZJY zj!S1tcW+MI5L}{^5A`<9lAc|%S0JhWY+aLiXR)H!h!6W$REnMar24WWA?A^P6}e(R z1N|s`?tdYt_6(`Mo;y3Ox9KnI6-&=k<1?2i;|YhTBfe28U%LY?wP(|VcCEgw)VC75 zgRYbp_Oqy1Yb;di^Yx#k8vTn>f6?#5a&h>1IF2PWbFAMNVjS!8<@rT?HgW7T5Mmtb z=!M1*Priy3)5G^h@N9wc5HH|q4Bs)o=8zuWH->nPFdaPM&L;VZ`8DO}ZN@!YKzyXD zB}aE7%n#{;XLHCGubM@E8*=pE_eLBYh!6Q_!tsam`f~mp-A#FU@bbrU!T6lK8*}nO z`cWQDxMxdFuJRM{!}k^(|FXVt^fc!9kmbTXTVOg)|C(@k|sJ!sC=Q(5njAC69xzswI;pXK#hoZid)z_TGQS5E%CJn)KVS)b6JaD2)2 zlGCpiA56S4XW1UP{$cqw;qpT}fZrP;-+aB~^ikF`tY12EYrbvUw&i|nAQ zQb@mCUVQn&cP!UNJfEDt$@;^|w;{(LZ$DAbas3kNIp3Z&tm;kDOl1 z^5yI+-!AdxE4NE%KOjB7?h^Tv?HaFt_(VB!a>DYE?LWkq>jBb%^_io>=LOU$1uPrlueucqhZgJI04Irp8X$I0&k`mr5p!qJWIn{nyo zc84ps<{W?cU2gXv9dCbSyUy{`h?g%{t}EoBgQHuPMhDUmjR~ zynldvqFm(miL2L`KjM??BepA854n8h`pwA~>zmx3>$J0IFZBE^{>l4GvV2fpoSoqP zt>zpbvfsy*t86DZJhC2gb|r@Yj(9kFP#$u7!L`$JJBj*?a^dSIuXkKM;r$!gP9h#G zAFe()`OVySxjo_d<@E^VBe%bNd&Q-1%Eg!MGM69X=lvVmzVh}9-}Cy2?E&P|f=|ck zgKRgk9J%kZUE=JQTuz+5zd7yaQKlK30^>gc@*XupO~D0|0gG5T9O=2}v^kq!cAiVnT9?{C|=XMlQB*dl3 z*(RqbNz+o}m87y1B&j9FDOsh-(n(B`qr@jDoF}Hl%elsrryiy9u32924M45K4gm&>*`j(_58Dm1cQkIg0Cnw*%VRED@Tg|cLY%J_Ijlqqrzup}ij=oP}+ zwUY@*PEeF1DJfZ&hEfFa@$F=;liMlzCnP2+5=&OfAU-WY;Ug_g(YLsEOwCMH_()RX zOL{2Np3qKFHzn8PgcOC1B)K5dk{Nu7G8;)sp-SlFf{bTsN|I6!6Vuu$xhn)p#z=`0 zuT=TuB$+~~Ocg7Y9G9%9LvoyAYFL~}ag6RObvs3}1xjsVR5C6F-Af7=J&nQ=#QuC7HmF7w^`AVZ2*G}Ou zEtP3imGY4qAXd4Qa!XYdN^&Sml4R!; zEQyLFrRsuM%qdC{r!bX0UTHj&5)+jFCBhVX6)lr8Wtu&uX^dwmkSrl%b(0i(mXgRi zV@%pKrJNKOGeK!yB$Tq|T9Oqs2y_IZjcyRK`n; zOJS5-DTXB0`X$FJMuYKGr6OVULlHzvl zFIyH%B4d9O+A&Q`9Q&TBc8U+!PGLMz(PE2Y-7Tq1s~IngLvjfe`^XqVsTq_FQoQ1@ zCbnaQnv%i@BaZ1^Bq=o~MNyCV6vl2QD>Npu!eH1)P#Vqn#CS$+lol=_HI4BwQNs%q6IZ06hrryUV$gQfGabDwbm1$P}?$UCm1K5T7E~N=bi|hDfosik4VXWNeam$#jmCo@t_78!Smm(-)r*&pJC; z&Su3cNJ>jpa44=wVv6FqNRAzf$C4_0jZ$pI+%cVw#CD9E7MG$lD2&^c#I|(Id!`yE zCNnK>iegk!5)`YPlBC$p_&B9cA@vIs;VV6Sv(hh-+66_S+odqlVA_jRw&JHT1)%7E z98>F(7~eA~p2vP+#zMgilP;!|Xq6wfq>OkYu|I!YX7I79Ldl`@G- zW$G-`d@+_KIYns!q^4b|C`wapVSK#!G^W3ilEieT(wOpLdV-7@mAoOQK0R0X^g!|Nn<-vjO>|Ss$!(6 zQp-f9GDAJdO2e1J4ihmwrv%2?lANm5jodg+S)8^_ogrV}q!0i@ETAWTeQ@>hh!wk2tb{wKsK7DQ@@ z869SNWlWzhIWd75Bw`x$c8qOflsJ)bfuv5hqAT&KOj@QsCMYyZogBGEXM3_qN>xsX zmz^L>qM~JqOkZ6xEJ|4>DjJuR#<+WI&yeZM#HS=Mu8AU8ria0dOC%|7fraTPB_}X# zQ=Fo!Ql1KX2?`rZPdYJ;br;fDx1Z@KDQrth!}P)#1!BhSl2e(UW=aBM-<7T!Tb4;m zU1aKCGNXoxaco6MW4Z=R=aOxlk`yx$A1|wug>eZJlGy$ZQ{2p$iqy+zTy%C|gz49` zW0*};#&Y7BQDeyiX4+P!abnm?VS03up;8*E%xRHd1cS|(Yy;+b)dM8+YEQ(CEHW;{KCwQP*GrZQt2DT>95R~!dR z3RA>sOc!6}-!RlL1Cq(9%s_QdMd)?`LKnLcV9GYONxsBknNIZQ1<&7^_x0fa zN(M@qOp$ldi~?Js^wPo*@ee%B5XpD)$;)&XM4}(A!AGr#R8occ#raHh0#7Dfz047gC8U)Jpjk7iQ$-rDsi2w*~gn{+Eku&YGn0)+?(pzkoRO$^;@o9S?MH zYCm@mTMe2PTZ*Po%3~mHZ2+o6REMc1^nsG1c~Ohl3`#H*@=Sz$#uBC820`2~qG(GD zguQ@{5TGLrp5a6}XUzopGe#?lH*SPzn{9K>Brc|28)Tk0kBh0-2zlG46%@}QDr;EZ z(}u^~sS_7dujTQ{wdGAN&gNo!6OXL8s$t~mq`zRIC=4-(Yg7na6R2=dXe*vkn5ThN zOJaJ?iBE1uK|$^uF18;jzZ_UR{yMq(O`4IHNxd{CzS^;*&Ko59*FazfL^kKb^*AC? zxipnbPo(%{T8$XC)o`P=tJLC~szNU!F zm*LTuIJfMCDE=_p5F$N%+u+Ob&Hc*daiHv5FnEzadp7~V;=tb=+5s5{w8?fk>3J^H z)6nV*ATLxlyam;;la->gCP>HVq&=M{x=2W+>SBGijDtCRdVY<@&to5e=b^l~5Kn8s zW6=RdMzW#y1@L2l^~(YP(BH!JK@70^$3m!U@Ptp5mlHZMBXg?cE9DhU$}gN|=r7gh z>r8E+xernIo%wzTrowJcSC{0O4xC&ocfsyfh4|EIkbTIXv5A5j3cnD})dK0P~j1 z=GqY&>c~|YlgcTI&6|;%tIjvp-F*FXvTS+9Ig&T09g&xOte)ikSqbntvl0CqITm{| zcB1F?xzmyG&CQ?8@kf7lCyTqP)KwN-?}OLv2p2trn*4Xp=P!3<=6VBlxOA>=1SArmhq!lo(p==E!Vi8|#1!TTyYgO|lb3+9?@(l2>diEV5-5Ye#hD zP`7tsxV+0#zIr;Xr^^O9tVtjJl~;#(-SvPM-Qx1i$(uUp*WlB;Hjyla&D-Ep&X3plIv2TEptX;QO-;pXkmvp^$=4t5k|BtXCR%R zOt()^#&Jo)iGCA8zel+E9%=Ah`lY&ShN~0zWl!Tr5p7m|i)_VNIg|Kd&>F;jYr>|h zX`IfGJ^m?`U~6_bz|-Lx2>*{5uAxtExTX!?^~7o0Bn|%9;hLt97cEk6qIA`$cT+tdo#&8raZ;N`rU>dLN-CUFvEYb?64lzBNNCOhlt%69&E$LudLxg9Fk^+ zmy_7xWoF1Y8ElYUK6>SV@p*Z&O(C{yrYe3<$`PNydz5byCtouIdQ-ky)4Bdc8H)4; znNy%;9mqg10Dcc)Ah;ZWc$vKavteA+aX+FSmW%;;vP1UR{=xJ~yE29+wkMCY`8m^8 zAzDq)lVGM8rO$V z`V&FM7AU*=L_M+JfGES!kx(|Qzk&Wu7`zV$exl%s>FEFcARqcImCGlMsE5640B^P6 zSsU`H32A7)74T2m8~G>FuLJ+xg}>rfZ(qYdDOayw!;f(q(c=6Prx7jAFRAj;01cnU zt!}J_ufvyRM?N2Jw67NbogMAd7~QMVVFHbjJ*TqcM(l3uuz|)O6k`U73HiPCSPG@z};{E$9qbG(5*)pWK00%xK$exA1N?b)`SZL4V+ z>b2F_mU_WE^mlz3`C@y|_5-*!z9a81R3oZ3UtZq9w)wae5X%}DYf{|fK)%B?WE;ZB zlrQ_h1xkFr?9s<9uZ-RBF*>q*R+f)}c)Bf6^PvZ<-|lAs=)?2N1+ZMIaqn24kM-fh z7zk$|k^%I8s0^bRzKoYpUr?t!g?Ech~}j7T(_KEorK#{$SpHAa7Up5P==5;B6lTt>sj> zEDGOOV<5x;LIJewBHF@8?mY$G4r)Pd2I{(o@+@;#Z^FvSE0|HNy;e(BS{T4{8VF%K z@aV*GofcP}x-=J^I48%|MJLX!WeJ26n0f42gRkoOWkS@>Ej6j!MQ4e#C(6 zVu;fDCk+40fUIf|kOsJ+T`L}8rA{{{soHKXvE0;0B!8QW}Qtow+{&b-gEI4<$ zLBwAc1JSNw*le;*1J#l~M7>XmY7x7y37Zbo0 zWTia2aXlV>dzHMMitS+}+);OR5!L#Q9AUJxT+Vg?!&g;0+wROr zQXAuHM$$t5$81t_%SM@;H>q`J%gG&`CglG%sr^SIojtG&VCF#{>7->=k&(`79R3jE zJVO7!ZKTtYxARCRJ1Xqy2x2(--!ak|p{BFP{~ty=(-s)#!`LX{~LyF%ej8O7hmbjM7#CYT0hUqiS-x>skok*ARg0G z=*h}X&kNA-(EeZc$o{LNl~mR|C?hKi_a+y)F>3BbcLr&^x7hM#616&l<40nN=SwXk ziLzCL#>LYC!ib_WHHdmCC5?|uD(JHXQHC@75M?<9cBaCJGHi)euRc+x9BDq>V1TE~ zB4zOe=hkgIdfMz)cFc}iEvUC{Y#xmt30rc=hoDpM@4&aFl z(!t;~9owf&0~1e^^y}-%I2qfwV&{-N?Xy6OjeV9rx2tdEX^V?3I_ojPc${!MT1peB zFSgJ)hKJ*Tgec>eFitRl9ou8+hViz681`r6qBr5L)dV1)NC)(l?r?K#Nv1E5RKDlQ zub|9>{Mi+hQy7|1A7NEypE8C$4+-Y5<=OprVIj(m8iMZ>_6dcU-GJvh|Q16Dwy|yfy#b#Tc~PU1`n<;=9uF zPE!|0T6EKCwiOSzNlso9HBDW0(zx1Xt6HhgKlOU!2EzyKc-MgHoI7XJn3$d9^yg_$ z7;M4+h@LQ|jq3?J?Ig!Jl@Ox#A6$(A^L_=V``ujV{$Q?rx_Vd_JklQ%&|`vpJs73w z%Eqtkw$ekLY6Cn}+0GKg8L~i)#DlS9kMm^nt>{QZd3L@+Ip6l3uYCJo#UmL`qZxs8 zG-Fzhlpt@ie)HI#`M)o3I}E!ZN4>{wn`t1;Kn-oYjs=o z=rxj)i=*9?uD89{ou22o#@@Ev=ce<&{3-4b^Axh;pLpdS+ z*+gk*+3)C;p+`&=tSOY^Fi1naWPiX@8}f@J>TMFZ;0AjD!H_rgqFWO6{9`Mko`0lx zsKKBWA{p?|3NeMqi@x|%3qAG1o4e36r-Osdr2Klw;;GP4;Y_q9CZf!H75*0 zhGHG5oV6j9#*QH?m?0KwYip&V`;8Oa9O#1Y2?9Zf$B-sJ&Z?Lc0XzbQmHa*NVX z18~sqU6^>oh_cPCCeT>}XpJGty><0~r#cLu4d7jUkk2qiJ~Vx_0WTD%jgbXifZYgi z#DHulj>b&cpuCze|I=qD$fGa3qwzb#I~*-)Nh)<)9>3B<)7~28$F*Z_uk_$XnRG{M z{G^&PGhMyLgKy_F+M#l_dm8PPN5`KT@yoSyPUXV2Ro%FJ#(G*VTwA6qUw^xAs4*DE z4fHrUFh*yIX{=ir#DA~m0)Mape&YTS2AYB+M8EOYD_l<+ewL3AqE^&UHD7W;nA^7} z+C^l^%+1mH6d-*{&&kudvx8xmb4=LO-~2)(C?+l+=jC4Sc$;Do_8*%$UAo=;x-FnL$yWe9|jlg)KR@_4c}>8+Nq=ZGz`8)5p@SKlBn;ZXhswr zqHz;}KFSO2oOadVr5ndfEug&)QOu8MT`qOVx3cm{lw>)sItUz`qI6}o4H zd9QbCqFeWhF!7Ug@Z6SrM9ePUYYYrHtt6#3l66>J;o}ApT;6cV4HP)_!>j02pK{-D z$c-zwI#b+f!Xa4wy~=MmtPC3$LJZ4PZi@r;Z#4{6qi{Ohi5n+yd589!hixB>rSlu743$WOrAK686=d8x@kZ8xAk1JSObJnKQ__!gYNw@nU|%%K?twnE1|U1%9mDvFt?PgK#{#YE>Kac&M9Sr0nSGBsYdnfy*c z`I}#QPF}XHFo#=s(zlF@uhVJEW*b{K8t0s$#V;Q!VnDJR>K|R^)za7E4H( z!``#?72oSosXkeFnyqlMO?z>NtR?Y|QZvO6xHA5lh)1DLq= zi1zsmG;JWH4S}?@)Tme73Et%Zb8$pj_z_B!9c7e<5fG;{gQo`IrFqpP%4OY6nQv@d zo?dq60e#jd$_|7m;2+aAgm{hM*%;E`0uWrd6T_vYo=9`x%a16YZ42PBCGgk^%7QL# zSqSkPfQ;y}G`g^i_P*PKoU(wf1fXdmag6@cG<26jGQ{f)>Ai@0r^zCsUeuBXe06|l zN8qPD@Y6{{jsiTp0N-8V*^QA)cfe!Sz=L`Af@g1t+Y{pUVdD0KI0GO~e~2@Xi8Bb| z41woRh&vearTD0>4VT~}knupK98x71NgTR19AwARFbeRF0sbiN(Hw5NbLOlDZd%57 z0`74dxRLe=@XP>NPK12YiJ}X%e6uvlm&G#~p12bx2k=bd@JuC+I?m#Wg#Rghc@pFU zo@tW$R0sMgj$w{>Dtyx+K8ugm0cs$r-c!es>flULp;;Zp02XBA*j*SlF*n4dcp(Ea z3euXqyCm#bHkxP&YX^m;7N?6?(2`WlvdwCCod}} z)2WVdi;@&8SX7X!8g!wNqjVzs7ulw#XXNJ71Kr#y$h%zCdu|C6&(u7=khmpGt&QRn zjhc(ojYQ`?IgG1qaE z8n0Yi9#2bMqSF#caVHmN7pYM#a79WzQmzJd0j~-5b;vSxRwukyvt@O2BWDA3CQdig zM0-edLv{RxT>J{r8l%Rod%KOdUE=^rIai`9>N~`iH6zoe9ZQ!4OMY$^LxAd2o^4hI zXwx&`28Mkx7oMeK%Zjz$dw^HdyD&)qfID<~klrnC-{Acs7Y&}_lU3A4q;f1kV|9Gq zrLItAYNE#Nv~;?uhqN}UB3kLs-6p9yaZBzV_eBwZ3!-lZ*;Pp2Y{+8EfoR}Gh!8N#=1BPSyJ>i*b<-( z7gjkrXtZ&StBE1jm!4En)RAjgm-6*4oT%!Zs>80Ajv>ocI{x$rO?KFNFS{izXTkv# zZeZ2)1R1OkX*K(}*wO^U7`R9hwTy|R~4`}WG|uByn_ z1RV}$QSE&guInCM3)uLTNY}lHw~iy+6vGV|xEY1xDT2q0KVGIvGfHRum z1@qQx3>q?ghH!kcKQjO>to0(w8X5Ri`eq3_T!#x;Ee`zl5f-h@5?Y%^*yT02j0WZ8 z!Swh2{C94Kn;*klj5Zzy?jB&nM2W|@CI2^C=UMtH8LcxxdFw4O)Y4P>Kc}aQK~KG~ z{8^p#1)LE?e}fM$Pocdx-0Xwr_~3?NTEB3Vji%@3cn$ShLyw)#sx%vXCl%B)H`Zdf zrEeN*FUqBN8mllWq<_UvoAS|Xh)1Gt z3BGSj;i24$(NCrZPe73MWKwq8t9?n1w7r^c#b#=5X z577+7cnHlHXkh>?0a^jHW}pE;EI_;lBVc0i7AJRsec1(9;F< zWuU(f+`+(L7cdN91Oo#BupCAbW#`BUCJlwr1~3+2JOe!LI|1V4&C;Dts(*U_nOa)Qrit^ojYi)f?v+51=rA zB5harTiE;x@{4ldl0*KRcX77Oepd%O&hiX#7*SeqI5tQVv15X?$s9u*O(Gf}+E=7T zi}o$)_$aPSqD<4V7g|~UK?$(g4S={52cD}8lXCVvseuV2$`+qsDAW)KUXx@rOwo`& zj3{HD6i+z3qj)+19g$qPIunip@FL2_{(8V0ebxcIwLl^0_!6zKw68#oS7&&~r;j1Z zHoT@pxts^n1cpQAj&p67Ec!jPiMf>mEoZ~(A<+KTkR;G9uT)T6SptK=?`)G zadA**X#N8se`-Lf?hTUQ99LFDi1Ri)ifu| zkA?SRApSUpr#p$VeU5&cKiOc;quSY$)C!AuEcKu zX=ykI!c!nT6~eg?o(ADOD8Kd)&L_$?KIDflzZi%!9pV%+^cMmRk|8y<;P@?u_%k%( z&ywONbNtSN__K*~J-rK_^MIDQ5cf`qOY8sLM7ffkj+re09vcD=)SfgZ#)n4UOC0)l zpH!?^rqpKA`RRqkVF&Lg_U*2wSwQ1rplt~}AB23D0<8}ahfVPXc|R zv)4CYB6ovK8ARz8(R`Kz{*}PbBY=Me$YK=}Hy`4z=Hfm^)Ha6l*AaMLBjvdh(mw&| z*THi=JU0Nojeu`0akg{$5N9MjpN6)h{N&R&cxZu(1WzU2(-KmW%vq&cS3j?nxKf#zKPTEc zf0)>H)tp4Mb^b$+h7X8Z=RcOx()NzkdFdUm^Jdy!vpWAN;6Fmtdi)vD*ZE^y+@nOT zPn18}rcs?gF6Eg=)H?qaJimtL3BY#}@O??tb;uo^KLzq#Nz^+3J;eKtIJf<%^YmS1 z>HHan9$x3q5w*^rCu*Jlk*Ib40#WPXMWWXEABeNgUnbf*|1(kRJd2Ble}Ql!gnuP! zefx--gn`#U^wT=zGPxPL&Lzu@^d#Qjqv?sbTB1LFJ(ac(kk${cY_FmG={e|aQP z+HE$R2k|UK)sD+yXva-nj2D3VP6RQF>-ARL(nY!jJ-EW{=KCcQR}ZCQPmw2 zt^2edPat+5!$kWY)K?Cb{-=Ka2**2nJ*IJJXNvl{Y`*~Nnn`+R>E>a6Qh&h$KB@_h z?V#^e`E@7iqbHy&P2fA2Y60#VoGd8LI*=cIC;2<3dLX;boXqI|CgM2qgvuNSzbbmS ziqoOWX7zWuGw7RB6g$^en9oF)e#^=r8b9sJO+!2F(DhP(=XdC8;-$Y};ykT!OCzq4 zh`1@~Cj56F9TE6Z{(DIsX^njK=%DzxJ^1?fV`k+P+A^Ut&LZG8(JRBnMYD2>Gqcs` zmLqyOR!&}#vZ;mN_~w;sn^dgx&ATvXayEVpWhF7wR#=>qDIcmPuP!gnFVMl|Gcmuo zIDeW3vViRT!koGJdBt{gMuPM=5G3=SUt_RBPv8N$w#l}`>-8*0h#JqM zT)I`fdb7Gn(}$|lPvF@OCC9PwEluHzO~nc-Wi*qpgp;%)Ihu zmQO)OQL!z~fY9pD5>TW$lO&r;eUVsog5|E7C(c3TIe3PbJhy;EF|ac; za&xj`H5hEHlOjlJ1TxcYxwdJNaW%-5Kx^bqd2k!Do!sfBL|^X+ za$CA}H6+A=J)N20VbO5QK%AQM7V7VAdlONhLzr!>E|Ua`#Yp@{Tdmn#gP=Oh)=(F2 zJ2k&&{&^l}Fd=U5*EiZYtwrA)4f@)Yhdx0?o-Tc{Zqio`=$n>NI5~$`m9|93pvbX# z5_nRK^f}I$#25JZ@y6ofYr03pnP5!IHlCKm^3WovNYSMw$(WYyJT1xU_&eZxKpA{b zA=;&AYU4s+yZ~5YWh4_h3CSM{A^Udf>|bhDe$q;>a< zF};xvH%5WnX+V0YzxUS@t0{*|*i)VGZg<8YjR@&Q^!0~%&v!)mj_Mx0k&)g++k*Sq zvT}-HT#}97r-Jz+e)G%%z}Q!hf|)tCSq1rpP+Re)zgL}FgE@{5yPXWSGVrvE|K{W9 zn*#~`bV#V?h}GRzoRO2u4;A#UfFwM9viS}m?wLE^qJoUf9M$QDH2FXsUV}38^XRD8 zNIJ^GrMZKY&*+4L(E&PE(NqI_Y=7s7>UB;ynxW(?~8Ojrn0rOhNiA4SgR)^fiY5><)moU#T8% z%`3>%AeATCsAxtTv*J`VV~BRq_~hhGv1Rg}&se?KwAf-Zx!B{>v7PRM9`EA&oi4to z6T^DN>&?N+vZxb`W&AErXNEfdL04rmk!VZV)RO2|1SWygCAOLB?=R}4b9(}`8X>B^ zT@@8*7BLj)8$3TYb^JHsJ2v^)726A8>=5pQFm{ReW4Ck?(H6L6S_V6KPQX^PENI!8 zcU_GrO*ZCtI?r#m4t)WWi!&zX+R_X2XL00s(W7}Fb|~{+xmU%klrOp-PeS-fRz6I= zhqW3mhQBu;{Dv$3b3EjKiVpvgz<)+oR(fWBZaVcFYzDXp)ES;Oo<<`BJ5~Li_w@JZ z)U66T_PGW!s|?3}ni|jRm4yEdtYdk^u+E~Jj&&BjbF8!Ik$-^r@`<)i1lcR1whLZR z0bV?PviVLYhWdVhFY7`b-l~Dm-5Wb2Y@#A{qH;Ukb2ONszfj_dt66N!vQwKkLml7A z>7J=05+3MVRM|-ooj`kd5DLQps=Bner0z{U4_U3|Zf7}f<| zD=N)TUT7@G&v`l*spIp0@>4ps=8%zA>$%1MlilI_jpgR#4lgE#O{+)lFj2}yZfYM; zol zUKWR8g$}Jjuv8;`vh&#WN_85ixs^xM-`)1OsxxydDuT6GU!_BMH6(muZbsfz4fz?# z^HF1YI+gTeIz)spCCv$tMD zr{$`4`3Z{boWF%S$yST+b?SVyol6FfXP&=N&g+Sx#NF-*Y#@~*@r}d{iR-x84vG5_ z_NT}9ljOgW_*29)+xE0N{uf5^2}sl^|4jz@8?+XDJ|D69=t;-l?&Gx4-aA0Jqr90D z3Rjj9^X2G&`5a>R`f zx7?9kdav4N!Yq7O?-_A~6n+6ikzju( zKUHyRq=62vV)>{<9bSQWxt&3-j-FZz;VhOeqTpRyW{gjBg^M1(t3-Xjg1hAxOjPB! zzN*VFjH7E3LzgcAjS~XjDQ*k%KiB|!URRZPtB?*ye7;sV*94`uV=A+T&4B$eSD9#R zRNP?W6giA22WnC313}V$jC8|{rRywi27DCo_$)O>7e&%Jp z?AkDL!!k_K=Vu#Ro_?Gx%>c~LQ`rW%S^H&KC6h`m+n3nEeVM&b#WH)@O_{w= zMKXH@>iSN^p9Ie|$NOFQJ{6uF9PeMn_wC`?$?<+SzV8T6EAiY82}EUwUaM+50XMr;T<)MS(@9e;zg!1bK&+bIkPgU(V!tZ*cdg?JWHWuDbZK~q; zq#W@H!(CT+_H=yTgVO2Y2)~YDy8Q=Bla5-jT9(J;F%I&b0`FL@>*EM7D`WD)k`7#; z#OJlHqE-Oujw0HA7j>2`L^(y6hP{b$tOE_>$!vJS7|oB>;y~cBuOs}Xn^s4z<$Xz| zTAem-=D)j&^55%b{=2Fu|9x656<_Xb`Js;XbA;bw)0bD@`;-4h-}%}i zxyE1KpQm)afqKMkgOt;HjWxb|nkXx{vsjx)h|>h#w_G~S)x&ytBw9=G{XpV*%Y6q? zwcKJ=wcMdxJjZmb2^JSoN(R7lFezV68{!DR&DON?^o)l(!X6LJ3?-FkaoouFU{&N> z)ji{?vLsXvgWx&L!S_2TpAqiK^GP=TZ7jzF|53g>sv_S|E}p!ZiDon$o})A(!eVO^ z?0KTmMmoapVR#HFpIv}E7~W^=bErmo)?;f5_-NnBn<%G9bYSrN0se7Bu@^L)?wjyzyC4zWi%(h45G}vqTJ~FOn6R&=LDj7 z@HA|5ubf_BgwYf4RqQ@*Uw%Dr4-XfGD=k^#8`#%?JMz$8M;sxgGBO_=?MMnrV=6MaOAaJd(UV z#rK88^KlwzQ*oT;v#J`Wp?OV*=L}N5dNb1zK2p(KgXQ!g6DivzM6iwBV1); zEB6q^0?_b%?n(A3HvWHM2`V#Ritk={E@1HfzcjWo51xzQxe%U<-IKdKRx6E zif@S{-7&=fkbCq@XXF1Do<(KmOYtprr27K#FY{0i%Wkh6c2q^a6yL*+bYCL=6{KQ4 zj+Kt^I@X_Yw}uj>LRGR}3(xiN zGNsgS-pRn+}3)(y(;ph_?{xp3amP^fkxUy zJlb&k5j$K-jF4j~86ej@biyO#)riupB{I+sAdZXE5+D(tOdKk9%XkpGMF*JTV7ECt zfggZB0Hz6GAc%u%+;2L>>JIx`U9 z4uC-n40Zv-85jmIf`O3$7#__4#vjALSO5%1K6fsZ;P|N`Gi{Y6JVEkDOAio%%!@yh@FrR^Y0O|rPVBj7P;XVfN zFpY%(_jB-ooA408G6og_U>M`@c~Ds40v=`HF&FSS104a@FtFA`c#?sqT)<`k%xjAd zJjcLR4Om5#BmeZ^1%Pb;+W}ZSI{+vxFI6$T$-urUhJy^e>jDk|=;{1n4nA-bJ_7iJ z0n~X6V;nvY3ZJ=v&lx!C0={6NE5LCEzVr~jVZfEne+z(leWwGb891W>714PX&shLU z%MVoyml*h|ilLN&-(0{oqMZ5srwjOpfq!-2mIAEn{XYWy6+nA$3Sc161q1;EGY|@Z zVT==?2CQqQFa})Z7Y-1~KokImF-{lIR1*p$JT?NS73V77Dz2%56$Mec6 z%#eH>FR6bPR_6Ftz09FM^#2vi{|fFb+oX&cxy9_&z--=d9G^Xr{q!!#bT<9pM>#&R zIy`4Hai;6UnO?>yH0^{nB92ZU9j7pw`=(Di*4)&AN4|pH3)1*OoB(*z)n*L z^$0W~dhD%gJyA8VFpk8cM(OJf0wR z{K2lYvl=nhuTa7io#Q-AT@8bCcU=pZPpN&2uU=|OcCdlC2)AOG#t$Jnm2jrbxe}@m ztIN%Cx=uQj7%JIxcaD%$NQLEuj zbFamB12yjXeBRN-upD{XFX`2phQ@e!{kmjSjwX=dRmcDC%&g94<5$&;ZVLt%uArej zMF3bF_|HH$RL0>&%D3W3!!vif8isScYx3VYNBg$j%wk7a8Dno;&9pgCBBM%07g1qv<`q(fkTUI6T?is*}mo_>$Cv-DL|Ppf*R6`Kdr zT2UGCy9j8{n3e}y2fRR5AiJ}!%DD>mu$^YhOA7yhVQ=DAd7ozESGHZky@pyVqGNyt zc4aiKV)Su@?M}1wJcs$Rc`N-cq&m>GbSolhGfE0e-Ous34(5Jr!^=i-j zDsk$lxLnl~MD*9EX#4#J*w0rSy9qi)nA#KFgC!@oZIvO~@lZRLOec)*aOn}p7-&z` z=mIhwLY&nCJ4GhuLKt9RI#dREDSj|K!yWJCg9^jo83oVkj_=>$_el2&X9XL-vI+{J~1Az^$8NQ7pN`s5WgEbo1_=2Inh;-K^ijtYQ4a=dx2mWwP72EJ)W2@B=6VLfx z&hpJ~!bS&!-Gt3L7^t|lh+=Yhp3wYZ*|0wi9x7zek?uSVy0tcsL;23W-E^~#H`gim zcvCgjkz2-iTyCmn@z8KR;#Pf>>wP^^b;eR7-<4IFuP07ceMh+6?RK(g-gO;$UqV^b zafIh%xB;nn-Hs+oIb&Y`W!-j{?uJBVXKx$bn8(HiYJ9H1mjQn_p&A3Id!Y=30noNM zf`Le)w6_#IS>uZFFl__}^*D$&05)DD24Vmj12pA;o%%#*0)XM>47997NB~G;0Q1H$ z#^LG4=}31V4WI)9om_**9n@RgynoPS8$0K(w`O2DKUhO~qk8xpt21o$`pQ2NQZTT;_E|{ zse6ip+R<7%-}^xNI!xR;kT3YScD{QNWm?}IIunU9z(w1byL9NpPAm0!qKRYe?l{0Z zg(yn{w0LL?w9>S+-W73a8)@*=fZ=H#!;==?Y$&G(8N9>bT@=K@vTY9hwj}E11+^gD znxTWHZvi;kFgV&m+<1r+2XWdmaZs+wL|HaK<0b)LblHFhQ~pZ5$;`H8PE9W=E_Aw0 zTRoG>tfwKwc|e#OnA9C`53z6dNY`6fz>Qxv<=Noo&iV1p>RfoX&iE!j@8FVEEtXwO zvCH@@Ia#y0qz0B62g={N&{?8V0OC+|DBt)&VcW;%82GHwJYV6nfINRBQc@~P z&zS`qp!FcTD>@>ZZB(}WlNCn@F)r&+_4h_Pbl;Yu4I{=y8%~Uimh0{g;?qYGkIG`Y z4v#$VvJP-_(oXqvbJFFti@%gt7q~fU-WED72s4_Wt|~s*{JHsTp57Tez1+O@OfJ5Y zzHsx;PV;o!9CM}W3ojQf{<%49-L}g+zc9;baY21`;@^1Y8W6(<%Sjoc)$#e&foG5z z7mEUwA@z)+Sh%}dJEp5?(cg^3XC&5!Iu!XjlS6-c7ESNTW)-8(>V96RjfkO87qdc@ z!VkD9)e)X(0^KKj02s9;7#HUENWs#zfze5YAE&9o5CB zrcD zaw?E0lf5`OjFY=Kd4-clCgyyQ>O?)+i<7@KiE2`GCdRK#+$!q~HhyK-hhXAtkIlq+ zr4>8zi}~VYZyip~bs4!}nf?!4T{XKZEHS+R@C(gI}H02k_B+aKMR@8=>g{d|_2lcuue{g1-;d=SL)_DI+E?QAd@<;`7xs-c(?ju8YAiD z>XT^LRW&--L-@y7Cpg+Z|Jt=4ZXz}gpAGu2x_-zlcKGy#Py1dnNRhhgHX9S0n z^>e%!@Np0R^R}YA3sM>r#V6w1%-gXb<>duxd|Ke`Ca{Z80(BsmXfI0PA&e-CR4A~E zNpO)#6ac$WrMipnwHc_c0d)>t50OG|kyQro`IU$yTI2}kJ+KXv)ph5>=R4bY>vB*}Oj@PK^t!mlB zJ1Bu5oUTNv^t>~kO&paLJBPG_41;%_AbwxsFwiu9XQCKC7GD75NAXdj8*=#kIeci0 z^zczZg#kX=aZl#(g>d*HAU=x^D-TtMDBy{ka`NaC8Ft>B32KD<60G%l9^-NP?26v@d_FixcyREU z8Pt>qaX7tnMel4rAK&uPYlz1LdV_h+(9 zAJ>24|FmSr0G(-&CQKtuIHaSkcOrZr3+XJtw*YC8rY;;!MtExi-dcc<#vjkg1BYeu zKz8GZe0{fF)-WutnTC2N)J@G{(hMW=z6yR#gDY>tY4H^2EyxNIl%svBtsMsC`j~o-Z z3moYfy8kw^K!}GeYZi~5ZlbTtETHJd`an|n9}I)9rafs*lpi~3?ak%I4kGar-PMRP zv5gbgI6-Y^rSA^%=l4%)4^?hym0`%$!kV-zTr- zB+9-Zl^E5E;l#b8MPq=A2A~CWsLV{%dz7ez0suGqhs}txPbr8fekC3PKuesC%!EL` z^j&M9Ck*llCyK_lA&T#Yaq1Ce4^|{c6Ap*gBg$Ty+Q1L)rJ<$W3DWc>%J61q1`qN? zeYa@ftuCaG;o?wQ8vrcFrR!uN{}E@XN`|wiV_S7jgM;o}4FJ zLS)=tv$8Xa;ae#4KCl<<>vTi*F)2@`hEJ#~OuxKzO>uI*-a#(?za9<|Ik_gBFIdXq zzvYS8Ts7^SU+J_%L2u_wpkr`29nQMo*)?LH^DcSu|LejdEaSg(o}SZ)n1}mg^t4;E zShe`$yg7GA0RQE}x+8#`H|VrkE!4Ao^!PR0tmac7^#!LDxsXH{LkSIsdq!EYQAHwL ziI{Ybb8~m17s9x3cslru|HZ=L8!R9HHDG}4l;H$JGy^dlFcT5w?xgu;6cyQ~P0TeI z$HyxvtTuMLf3e_OW%0aLY_B1#oj@>7kUp*+t z7$`?vIS~bUVD}Gc3MIxv^f)x%9==5}xF`)Bi27&+)CaBM`2GgG4B&XF13a*+Seiol zcLJU0OO&aN&hU;;-vrX*s*%QAdU~8g3obodR`hs>)BG8zs^pJv|~~7{p;|V|Aq?JUc-eJiZ0x zVUQ z;F4(E;t|Qjr(y2w4p%mvzZXJJYEJess+>|sEs!tC(U6ChT(~nooN6$);L@ortVIm% zo8~AL@PdbPKeV{8}-!Ry^Un(4nOq`_$iNW1%qxC6=Y;O zop2=Q+CYunsb!D$D0h>$mgZ1A4b^yd@>DxC>omciZu6g;lV{T!bJfZ;rgB93nI2P( zi01|$iX(Q8MxI8zaI<6Ono96=U%?GnNT& z_8;c)$iof;@(XQU3MUr<-sWn&c=V9!`XHWfe6njB9C;{%o-jyf?@|O4?EzYDy~iV% z)|;r-d91_t)MfW{z!GL+?R=Ps$y7$FX23F(==k&|=H3n*AyzHw5R@Eolom&+d8CR@ zjN{CF4D?mmdmuy$&vdw2h!zipXo&AB`JZ(Qf*bjMUzPc~YuBO} z8AxT~RaJJ)#GGy)L6n0m=#xFjgg#;IlYGEMU4}1QcdvEb410(J@>kCh_AX;+K>qv} zI5Va3^SGYWCd$DWo|Z>6QI&^xRh0+Q#a{;&12oYm)l+uf7u(Z@j_^)(n|xX(B$T5; zc1)3xfCa9lULK|>aa>=)m67u1jYty+hepZ}9}PFs5RjGw?1|xOL@L+NbDaZM z^OK+PJU3Fw(DB`U85-lG;U;d#aJGjsY*NWGpp=%J~u%yHL9HX}+W!33R@sx*>DcbqkV|Fs&Q=8kX%(7A%8GjM@3aRxsRIx15L~3qZkP+;Advg+N7QroS`bE@Pb$!Y2%>$(hSn(s{G#ko zqRjE?Ex^{|r8Wn3T|hKIBL<=wXzT*;bO82R4EEFjEUQ)wv~dFx7)Ue#EbAnIWCpb4 zlgvRpKneq?I)LBXGtj{WbOz|cKxYQJx_}-4y&34iKpz*-AK(rK`ZF-N@}NA|jUdpp z_CXR_UxQ(>2P(&dhGF<);4ry>HLJgwarsGAF75?=AXAH!l`PC%q zmH)Lg@~cCX>d!9wfWC&OyDVKEOU_N-&*Z|zOx#Sm`aHBoIwK~_ewE!}C^xB;_r zrrZh(-TfNAIYsF(tjQ+l7DTkxQe-!H(OV~fgRiaJ0t-)ex!lA&LK(LF?W>;$s@E21 z$%$RLp|PsM6@%CG|3~=_sLFiHdy%W7HFcCd(#ZE(wR+dsdt`o|_F4njydt^0 z*dD4^`QSf4@35Tr6ja&%2&}W7(&we7ugcE7M4R9#eco#N+E=0c2C(!Q)b$9~Hdf*Y zT64Axm}zi%3f*y>fGH5eKJL-0IvT1H>6N$P`MXEQ4K{vd+elBgyTMBL|9rcf%HcD~ zo826a7OqvmiG33|Zn#_k8TTRTiqwGCcJaDp!{Q;4q%;4@bdu)~g6Xdw)Q z=|E&TfgL);{Mhpw>S;qohklqoePK>svG%Zztoe9!)*_UTnmCA)0BI5-pCm{V&&Vd3I3H1#0^w9rp~0)^e0&!@8;|ymX!Kb0kGjaVWjJ3F z#|_kM;Zuh)82mcg4QvK^5lZT{NnuR{E1U+nZ=z0T=2~e z>9{&U%xT{SH#Flm)%I47sDEr6BVBQOWF|8|uh>S-maf2jJKCld6wm2wASEM8xIrF{ z5>tqaL7Jwnw4Cej^Fy#Q8zx+AT%O@n!WBF7{x6Q9P_5#01HWN~FvSq(ObjCv;#pC- zO-V=XM1ypYS=iCKUo|IoWEu&Z`wOp~M%qS|(nKVa3xNhxd3pJ+Jsb+_%9rnD!21z0!L}EQ9Y2}57&~YDL@@b&Wzhev_#9T;rU`a<-vv~GT?N7VhfK}11%3&k0sLo^I5-Gx0;if8 zBMrl_W6agzw$U(E1UIxgjE!GeTFn<8vzN>y&qhGAnug&p_XrMQ<5y-i3?<4Y5l`rd zs6xS^UrqA~C(33cPYSkr719TOwkP7MOmeOgbU93sh(C&<2aoU4@=$=}p7HCW_0~$)cN1b5XzT)-GSJLTVAoZ*aueDDP}#(L04c^$?la!J zC(g*p&GLM$?i^cTk^IH6po5PUV2_oal~J5Q)SU`CVL=t@Z(_VW3YR_68t+Y%)w163 z&X;-TPt>=wVfr9=k3HHbc;bXb2$LQyMJQ2}nof3v15H%16CggEq;ID;k*HS$;|gG$ zq@l`9m9Q4j6a`Ql(%`CJmJXV>KBSL^bPX69ak9#v$u|bxQ-y9ql&c2ue^l^BT>h;5 z@jy6Sp4N&e6Gjan4aLzCaI|4?v;iDc!Q&Vl3GhrL&J#ujr+zVFKA z+Xd*P@8|(?-QoYvOj&8+r-#(_*1+F~c~9~8NZZt}0(5==TCHK$Em#?dIB3uixmoef97hQ0tJFnTF$2`6ACqhe(^v4g{@o|il&iJYyQ%!f3#Klxfdp=)oG>f16UDd8dWw0@oP8t`Yj;{=R7TOA8bNIPbr{tmPiHGd>lfJh5{>x~x3@TW7ukwu6lf4dl+r<| zYf7Ibik%hFnEK#}n$A@no#o@aYCAket^B#!4<~a{ix`^|?tn6<14p?7$z1T`=7FO` z{d30*RfhRt4@;xrdYVK~I`{XPtby2nL(HhyJ}>OzUj zlLO%%(i2{Z^q9aal;l+#@rM!i`o^oe^yO+o*Nzt0G?$vq&L=u%qY7HavDz z-W|C_-B!6c{LRYFm*T?{x#|$@lgH{g@X8mS)FsN{O%h#o@qK;w_=sZT-$wb>sET}X z_J!hYNR$Jj=rfwAT0U2Y9AS%^#o{Bxsm15ovmTo{S18o4>GT>?wDG316vWM*?F@R-(6HM(GV9TN% z2Z)zFn5R7l7>7NGr;`h)YP!1sXyK>tu?}=)pbG=t0NBHSx-rlb0P*)?peKXB4+A|J z=nKFe4%C-{HVSyUf`!JvLgUkVPk+C|H(IyqaWi_=GG=Dv%E3jqksK8%UJkvoYl^vQG)1KaW@9aIX)5)aGCuBi zW%|or^5K8Edt@f+&F#3WzbTOi&G?yJS5w`ZcdwY3O9lvW-W+dshKg+P=4Fy>Ad}h5 z|H|A`X1=6D27)sY=e{NSzuX)9Zj|F2XSB#G9iL5A)%lCSr1T)Q+Q8c5_mOi;Ke`1l^ zGA+|-n%eTl$3oQ3EbgAbt!DIpZrPzLW8-vLE@wBEXgRz1G%*_;OvHWX*W#IARe}t1 z7i&4{_|3B0}Q0tq0Xd$yWJtL zh~J1P+b3vRJbNn!(xW_4cAelI9fGG@Cg>DRXD(h%E*>4GkLBV~zTz~>Bp!H6kYE+i zng}!|!!rf&Bms@>7{1aVP6wjgbx-5AXZQ($vWSE*{ohI|v}9lLJ0}*}GNu+0{fg?^ zfpj`&SQ+%3Y%5Neb09>!s?DOK&-Ds%)BXCI7>V<4N}L5OQP1 zl5e9Z59Qd_=_y*U`n%HD<`l&$O^F7(d}c}r1p6;rr8Q}GTq?U zNawlD1G+7fcVR}}WPYTB+gadrDL1#Xz-@aHN{=AS$(xZsqbMEo)e;}OGl7QL)%~92 z=dfQn({hT98b&P&>KTg9xsKK++6C%A)0UZDl$(=jbAh0N9s)@tCgtSi6!T>it&<=) zKYwC+rY)~1zcAe~L(QuZ6YlPg?c(L5KOXO3OE0~NxdOmpolNqYSI3};gFfton3&bk z)Zqvw+N+~+5Xi#hb(JV9uKgXj<@KPnL3d*yCzXv~iR=7&AYNahTA$nj0Es|$zu&Vb zNV`K{V5QQhtPh1V!#ZL(n5a%;>4fh?-J{o!jbEATP92WBsWajacZ(jS9KtJ+9zNgZ zOulBKe~1e6^R&FIFd&$W{Dcu@-7`~HU0u@J1;Sa5I;?JTOz>SFAK!!;;B+arAZdkUm%Vx}iL45M{lziMipv7V&(b8peCzIsubi2di?R8YfkZ21YPX+?i5` zq46rjlW6V9(uxDV>^uZQMd&s`n?&=i=?M42aDC#Iok?cnS9ZM)A?k6v8o)D7Qq==F zHYM68?x4+Y;GnfP=s_Q(IodrQQ`z`cWxF);?Oql6BAyVygFlN4;C>#r8}*pHS93hD z`s~Gk4+BOgsQDB1x^VVjAzT+8$N}aZOpMowM=*eCA{mI%fLaXHF#vZC7m5a`%R!8r zz^?zs^}e|Fn>`?iT@#K6Bee!-%Rp-e;te2yfg~4Tv~HURevNih1u8V*5SBmFR#=#m zWlL9P(b-XQt%)uAeg*t5SL*UFuyNoeL^jTC*+!s}7ub}4A*LNd9kD%3#djz|mDI+I zF>k}l#~}M@2J*5;t+KC#GOp4^RIXMRu3-Mh#lH0aRm}gc);-BGNOaI`s!PguMJ~=z zQiJJ7l$i@^z^UVe#v5m7f{A=nyHgrJNJC{52H(Rpa7I8FaYhm61GAbE<@S|Y8aTAB z%Eeh9`iv&Z)wwJV>cqsrvoYYLG@{eeg!#V_@X{3I+zez&jdKA<56%D~J+0x{hNy2= ziDh_+B}&6Posku#EuOYQPJ-uT zz?%iK&ep&|&-|Ur;Ft!_Jb32AvjA}A0>-V8yP`2`=;G8K zQ$Lm-z4l0pPHy(m<=`wgbI8**TPwX${w`(^m9cf|xABv{9!@9f9(5G#a1NLSmU^OO zbLVCfT@_JVog!M{N<`eTVtf$|;OSy#C^hB{UD4UsNR{;Rb%&2&H62b9IU(xrP7~#! zM7tV$6%^)YadEkM!9Y*cl8}l`u7?x%RN9h1qnJy|P9$o~1G=ryAz6hPv(jxDg}HOm zZL@QVwYk(RQ9Y?>ObGJl3k}jruZ4%3(&HtxjF%`k#h2muu3QSuPS9!0xw+E#Hd-3* z#@rk)zX0u;<5W|e&gC&FouW+px|4ED-0A9qyyiS}sKE{%y+jaR;NCt+zWYIVgQ#nZG>_+V-Rd{uHQ%9(59-MdztyjpuCFH@p>OnKf6wsDgwdZ4*;8z0MY)z%}f z7^gL((7x^?UCzasS0_U-vZB1lan#3`llst%q9WTgdgcSQ-8p%9&7=zj990?on24!A zeUFPJ+?e2=&BnidlSGbwXXWpJao}|$|5a6#za1|tSHLG98R+FGr+yf=cvw!BN~9MT z+2BGLc48DKdSPMAKz#4s!Wf0#%3K)Z=|p+}BYS>c;`Z+Na&#gqf1!}W4zLS_VBt+) zd>`atc?DHLdFkh?(0_aLRm!6>^TmZ$5?^;9en&b-M;#a51QYE=Y9U0uh{~bgroost z!o#xET10d^%Ca)^H9_|q7h&O|AQL#x?BbhRj`(fxeNE!I&8W@D@IT%qI)LTlHr9>V zRgo{sl36S?6vK7glSeWe|G&`d+ncXa4wad&#Lp1$QI;Y8C`VXcv{s*ZUT+#OG)s95 ztEzf~i*o2Q#*tSN(%sO#@=Rvq{}+06d-GNFs50}#1zt=a$<^Xa+(V;zSST+3HNdAi z$fAdjh8sKhl6L?%A>}!A)H$EVOgqv6&Lyova|m3#79#>W3I%IWsz ztLSBA=4*nnB8s;qJli_nkH+`0?$MXb#=nhn8TsGjtLVXP=666<Lv% z2JjtA-$({VdjNL=WH4|i1Bibj16giB4g-i|3In+wKp_K&tB8Ra<%9C>C!p!*MI#=a z;Od`eo8`E{RO4d+{V1P6taYXnC6V15775>|NuWb0UPOJc4Sh#lb@uEhZZ%*<&wj!+ z2(!xULDN_W!yLG2Tp8fJrSUW|!?2EK!;#(u_)L)A#7&7|vlF_&5iW0Y;p=(vt4b^w z&zI8LK+#-B8UDANPU{7y)$5*d?w^rmd}yc74*b z5C-|$09Pb&-fuz29O<|?t(dilvhRXTR~zEvI&p;hT)H|s`9(ANq2Iu!YoL=~BPK5` zI%Al0QAB-7Jj$dA$mDJb?jgzvV>E4ZqWB;vtFIyd77(Wu-Q__qkHm7whz%RzPGWG=vP>pQ9l$* zi70zoXk6-Z(K>0Bs^J8pTz*c|bcMLxA#OLIuLtnjlc+CNr+6ek%S6o|SGP^HE@R!M zdGsdgI*xhtWpMTZKKe1~1`tKpX&wRa><99^gGoOS(hnkv-VXvEY61^KfNsfuGbL%z zolMj=X&BHu0_YeCbPwn9V(TfpPe!Yrj@BqIOnWCh)8RRROFN!POX>Ygrwp?oekNCj zHb!0(K^Br-FwN4C#cZ824C3<0W^hgh`f?1)5Zi(rD8pPP{ZvRljVZ%vTp8vA-31bj z&uY;9oK6`Qa%DK3%Zs(qGl;SWNUIEsHOdgvvipPR^DZv!Y~pO6k^Xy$N6w$qQf1Eh zTgi>}YA*FQ%Fj&nolOZ}x{>q9;^EvR-L;3oc6TLxR!&xNc6#PC4vUu>%Ml~)w5TxN zHKb4x;-DhimNPlK*qIC;HJZ0QCBu00kVB|!d_Q&kM>(=_lh>LuqPd?)Vaws}rBk=C zFn?B&i)^`#LOVG!GkEERGFh4JLSvbiw~rL$7s01s;!s%j2hkr#UbtOEn!IG@=epu0 zh#2xR!4qCgnMhnUHP#n-EOrL1SDYAR7<~e91*>qG_@ir79934SD4c{;oRigvD^$%% zRyjE-N14c!67|oObqXVf6|xzxP2t3|3K>B(yW{~Xni=Uz-(E5J_A=s)B;_kLDb7oJ z_?b9zCFC|xxlMmLX?wW>X61%k@9xTdu*{8`mnPuR7lOjqmj@%4 zlUUyMi5q2b&lSS{0LMp|M<`LOvo~{h$~RgOEcufr8Pg{7*g#F2lgAsa{ytd87R&J) zs^c5BGM3`}0)x*!6Z4CU^Vx=oXTZp{j&Z>lw~VP9|GlyLyVJg7Zm-!U{(DpPcm6os zbWSi&8hN$6WW3;L0#D^q8C{KL#Hf-hGzK~xNPAaX?%old6hu+##d! z)71EDx>esa-BS0vWo-WKJ>;*0hx~Oc4}XF)?Q93S6RDWW>&e5&gXm0*?WR@z-N}Ox zh`wE=-@B;4J9!XYiAT-dQ~z5$h;GEaW;V#-K{$p9IUL>9IGkLF9_sIJ>+n!6nHurd z(_P*iE`%m;z0^27@*#Q?qk6&*Uzu{;EwetvxGwZ1`noRVGv$Ah57Cbp+P^70Z~fKr zoqUJ^>hEs*5Cc`;O_TZWcNpNM-v_C`PteKNlVJ|GF= z?kJaDepu*Qf(T^@ckMb1C5Ecy)Km^r#Wx<6rtycX@$*fqb~UR+*I|T*{EhUGzftAk zPjIH4bsa{N@>K^{Pd(FPf_Xt))aAyS;s7>&WvwZ`D(B;%?<&x2f*$o%pve>Zyeg4C z6Le{>%K12&X&UzNkS?FfrAuCv_y4i?9q@4!*Z*^pEO%LQ!v+`GmgNFAI-O1hW1qk@ z(|ZeGWLvfcvSdrL!ASroBq5LlNTCK2AdmnFoj|A}bO<33dJWw`LgZiqNg((?bNjwK zZ{O|i6`gGI`*WYqXtldDug{w|WoKyK*xhe~uZ`}5y=KI1NvR54$33_rOMAo1NtC>p206G ztR*VdZ$`-HM5v2oIL+{&nT0(67eTW_R92dG>v2B!gD6#7LbH|FS8|B8!)0 zWWnK1XBb_|gQQm6-ca*aG9+<1+SDe`}b6@7_Ye1%F1hqvLAiJc@&`06b)mIQ|1oP6?gbpj{6vgfr1Gyj9R)@GZ{dSBi1?j zq|+>7shAQz*d3_6AN{gl9)fN|>GpK3SJ^e6^(y~Wez5Y^7DP^i6so#2v<6(LJq=9S zexVWQ94zSMKWHUa2^%`<=sG7$SaNZw>_q)+`Pr5Fk>)xvG zJ+_&BalI|{E4=Og%ImQYaOgiC_xmXyug`ua&w+H^m+}5Z@Ysf?z36(d%Fdr0tiCw@ z4TbH5AMsp^W zQ5v2mjmk2iT-ceXehK9!W|>fKa+V3@Dp-O{ruw950g30CnPJ+VQYLu;yE-5NRxZzw zfFni;d1E2TFHcxG;Hb$l0k+>ez^-MfJ|JbYWln;nohZ!@NV`(njnYmm@ojQ=-QHdK zZ=thiKw7}k-Yo4a5@LwGDD6jy=Q)6-{V9#1bReaJSmJaaB+?;i(%~!}k!3oHrK7V< zO_ZR+Mamw7=$D|wW=e}#TFMfa#Zr-$QCc35ma)XQ{yAQxVU$`ZVcQ>`r;Vi*l%T_Q zN-J67bgvX?RhrbvQdgGg1eQ+BGJTy=g3;eEyY}8}wPJ=SGuWEQJ=WQcSxnoEHl9ya zR4Q*@Eo|ke^1k;yhbY3f)>X>JI>qapd!Lvgm#vx%k4Fkw{DAR)IQ##w|9@p<^A26s z++_~WY3^8feDhircpms@CaeXU7(gx{-f`f;Zx(_P%N+d=SBeB|5G6YzIS9z)k7rn! zX0Yce+dR?Qp`?@JMq`4rLb{qfFe2>#Q%ujWhlBWBKU97nQ5ly1Xd%yI#Jww%fs0#P z7B($v@91KJ=7)+f z+PlhIR;+Z68ZB=sPiF7xXlmiRUPKkfP`sX;I$wbouI(0?x2hIKHW$f6BE{NILZqO#k%!P;Xs#_OJdlwc*&_ z#|QjhZ6F|g+!pG-**H3m#hTrA&K2up1W*?OGPuGqV z+hyc9BksgaZh6m^f;+S4DQ(R}lJU{XfB!tJGl4zMC7GK}ml=3AZOlC7-G68hmBady z!J?cQ#2O~bjimog2d<3X??p72y0@Kj*UKd7n5DdXD*-3=ksB>=nzc1s``{c$I8E6J z%C@ED%I=9*uIzqzqXn;1DBo1dQz7t9qdb1R8eYVgv{{|i9`Z?nJnD64Zr369f1zKw zkfwZ$d|wz&*K~2egCAYyCkM5a@~@K|xA2oW%F27VHHR;JP0B6|#mXB`iS3orowr#R zAdBe|kBIA1c4HWr=KY|M_bMQ6PIu+-#a2lvpFoK{kYe)vP?fvBBt2nut3(C24cYKJ zOy$Myd=HT|@Jm&=-IXb?-3<@NEA6f}Q@b0X!tH8gn)jnZ-m5&=-Dnl82PNcf^7Gwg z%)Qu^C7s-k&O~k!uc9_MjE}J)d}QJC?UJPBO`UwnEXU>DIVRF3Wh8cnsg&=<&M+>{ z;?-?!O)Hv3?(r%c3A3(~;lO<3+8H7`Pl4t&O|1*NT9&MJGA!7{WF!Ij0Fv7!yJwb} z_A-NYd^_{}`JU`7QK<_gD9&^zJ~63fXyg;0#me)2({#{DbSK;65*0kDTq1bjaW4O1 zQjR~$hF3XG!>lIFxkPTvvV`kES-3lI3Ww(#JB7e=*KeEnAQK%S#w?<%DaY4gWA%Ko zbMKz%+dp~l#0eSLpsU+r)py^@fWJ)ELl011y$({TUupH#dgyHJ*XNh@M7oGa)19Xk zmv+{V5Ic6}ywBWj!{KdoWa55{WUhn7`x2GCTDsjgy1nS-W!9;78oCS`+VOV_#dT{M%Ou-V^%* zuYot(kwY8cZ>>`6v;59Tj{lgkkD&VOeCOiChJZUD04^_&@$GRAeeJw_ri(zwGo5P~ zD>pIO<#Q1zU=CQ93aB@5Ggvsc3VPc{Z5eyaC*BCf;?i&B@XNX$h<;T%zttxF%+`eX z^KdxQUxmVf9F8VA6r@QQV;aa(F-wC3lHWo%z5ovMBxTCG0B!_J#zsboXC{pfNLX;e z7qg9FX`D(uyJTXTG?}G}fK*9oI!l!-^**waFF>H!^ z%n z`UBeuKe4?4_laanj6c^&^s>*M2}^v;TCx;0&Ywzaq|{1VLVa9@;>yc~HW|7MI~KIu!m zGRB>(f@55o@2g8UzLxL!GD3BRjqz3T@g(pP_5sCF#1|h&1YgdWj-y}T0xz5MqX{3~ z|B~~$8Ex*YzQD`tknq{3r-@@bW&GKnX#PADj=%2>f&)Hlh|f&pSd)T2+>nXKtHZKP zBPsFtbOhi>jEoa;V$eFk(6y0R|5B>bkGb_zse6DJKU73z#GG)pYXQ^E zg|!B>%d#&dkEL9|%i+q$aGbj0zzv^55B3(Q} zx}dQy&jGuWiEn%yW$GrjhBkRj-5krxnEH$lT}RV1Lys9JC?i-wc!n@MLkUj_@glj->w$Kc=rAC;kg5|B4WP+ZeyoiNDeGKk&~a{M!+pSp;WW$~&9o zt)jfulqX7gVw9(p=o?ATOxZd{yTMUUWg2{F*iq0hN5D69&!cOC;5Q0*z&(3%P|-<$6Dq5FO5em|mhHi{>CO>MSyLjq`k$rg zQ+xbR|7K@-G`;fcDu$6BJ{sUf?bH32J8H{t>%g#42}!5V@IZS%5{zEhMR z?k!*8Cx5Sr2e67PgPd@0cKd3lJ#Z8gCLD1%U7&D^Ry1`S zFUpD`^OT+P#Z=WhL6y_R(cI+jikTEjqw@SdS2+m>k$@i`rbY^z>d$DRT zWfl2&?|XbOb{qr5emFT`>tQXLEf&uT&4T9+-wll-(52t@ZsJxiym$Y<tK@iz5gcejUFxqn|8x{X*EG2@)N=2P!Xh>%oG(~BPvvAjaVGuG9F6D zzjVbxJegmq%Bt2(4Hv=JB#V_Hq?`BRK)E1q>XKNprg`zgmbR|uj@IU;HQq@xFLqZj z%KHMvFMS z&c$7}w6$gBLd3$$I@%X`0V9US!JH@2{q1zWR{HfpElXxQ4O1tf-Y!(sncKIg^)O@; z{8?W3X^*j-t$bazf1Szo7)yDLQ1`^nf;plsRe?RcJaiIy7TVF@{e7-dzYD~?Q-nHm zn1jLCxujNhqVm-l%Y^P?<(a2)zZD&*Jo7xO@!Z+>-ii9Lc66f)-w9Co8q;CQJ1*qPxnYZ{@*4{Jg*7;mlT`SUo}vIcO=l>dAk)^}q4CtGKC0?LkZaJ$>Gj`87XI^(H8 z*>y^i7xwGbHl@^TMab7+xgnO{VY!!_79@40ObZ${@M%FTi5=&NtiXt^$Y-CxW4HI{oUK=W=AUCZe@(JA{i zl$}6V69;8tBo!)uMq=Pirt37iPN!=nU8mA@rbG8hpnHaMe=_d3^`YOV;%?9LZ^j9l zlllU0B=gPc*Y*+q+x_tS+0Ax7c-b#o+dqZl4LU#ti`@9a2zZKF&iw(I$T-R5m#VSPP1_Mf*^xmwn|*bo#i8`^oAx3EB9v!PLs9KOf^*WOxh&12l%Ui|X(yI| zyMfZqly+fhx4ui+t{gUBCKQ-RvA{X8#2k1Lx}A=4%2IiYs}PaT?q+Kq^iq~BTiMax z)lRns%a+;FJQ+yGgOb8DYgCH!u*XQT9i?{5X0R?MaDS{U;02X4|Nn54S0?>Zq}$ce z)Y689$L_{Sh(MQgG@altVK?#JeGo=U=T%GaZXwBe1!v7seh!tYt?1O zhu|@J%z&PD1CfcyC#pLt2r7oBLI_yHG`{IR_&lz&fUY`#DIDR5($^4*PiSgc)7;@e z$ULXpb%&0IDm!dbYN5DptH0~El1D1htlY}>&Xz81gYL`Zw-e;TlG`(oi7jdAXkN^7 zws$Piw0O6V08Q>tLQ~t?fHtg{42?F5Y+BRQ(waP?yeYYZ!f>404<3gWtG|3WneC*QT6-%#nn*lJHKa zyb|wBg1;^4PE42dc72;$6$&QJ6*&vMImJ2^?~XORTwzGL^vlvx_Tdp@iY>W=YK7Bu%{a-~`t)mw z&XdYdXz5yB-c)WDd6l;>Ee`=aBU!q+tGOdtP-k{PyC?vCc8C=HxD$)xf>+|SbS_Mu zfGWz1#dF*FX_eil?8zn;&*kOYL$Tm4qi+v=7UE@Pu^f(AX(#q0i=66b>AZYN2%SpE z)Mo`^jmgXoou~IIb+*bL?P14EX5BI`vlK90+xpeq9WGWA_!p?UOS3b8$;i5Yi zN#T+E%?XBl`CM*C& z@5ia_SEmD2Mgi}MJpX14v}1jVH=D0cX|{h$e06#%WH3N^cas{X?23U9ZyrhZ}!^dbf6+lP9dRTto@G zmK3v8#1iJy{N~(((omlyzq&2WFpXjf^M9jRLN5>VX?Tv^V2XVb-#JE>$Mf+l@!e%6 zD!a>xN#!g}RH-}4O!Z0pI5Xh)n_rvElF$5FwsS=xUk`_WF$^7=xw)``Gsp$&tj#^X z7&bOHmvnD>!p2UFubxNGFmf$rfZ zeW1t}`Xx5+*@>t-iO*+TAyNBH-b{3;}cI{zH%V_ z@A}6=mHCbeMJjb?1s-D$P&w_K&?ogZLU19w2*J%@LE1o+Q|il|5_&rcQYzr^I4;9q z))OQ7TFjU2?o)i!1pNWflIPv0PT;njDSbs=`cCXS`kXq%N07`f*FGWYu(JGPHBL@_ zLmznVI11kZDwFYyzSv1AoAC_iD}>EIo`F%n2(@t-$zx+IAK`h1V^i<({CQjm?DjJU zGq|+`H>{r-mIhK9!qPyNN-|7klt!?Ge&$G)MhB#^sVSF7xAp ze!>YU5A~9nM856ZJ6B!{i`rJVwmNxzSCRNIUY<@M{aZSB+iCBEcJ+~C2-qNfxL}7Z zY1YnYaZ^|G!V{W0+N!+ZJ$|cSY<6sRO&WNS1tAc2Ja~C?`LRij9$Vhjv21nnbnuq8 z@?$#}H?=k|oH>2QvE_@MRV0ga&LqRf&MrTAc}r(`D5H_@g~lP1+uGZjCugRKP*atV ziws~NxVggj6KTnsrq&j-q=wf8Ujqoi8f0HGo(tucEou%$meIywLBwYvI!l;iKTRHY z8RWQo;Q>6JCIf9%BQE)n@ z8GRz?5O&f{t4zqILz_eUX*;CGYiDTqnbMgKe{d5VIWr*Nl(2l}SE|ygKPdawI(xbH z!{zwis9cMqYk6~5%i<8G7;$OVd^2I2<&;L?;lesLKnS60!e@VN_R_ZUuXVOH9pAig zacfg&=k%nzpK;PjtVvwm*}SBDX?sU`2&CB8X6p0Za1HjBO+H|&4(V(z|5`#j|MK>wCzX4VzzQ`i-JW-LX`CEp zh_KQ%w;3(NRRNJuP&t{;XNYSnsVo5(u|EZck?+uba`MAx2&_`nfbR(SvMKTgFz%O= zj1n|LzKszd7@$tDJ20Z0d-os?)2F}yhoPAF^48k??%)wkZ6zB^bnuJU*?eM9qgPX? ze$(!zuOg=1KcJ4W3u8LLc~to?MVhF*Q|uF!T}srS?guD)=#{zWhh9xo_Jb#*wb6`j z`C(I~!pGfCkF}Qa82Tp@z2gZ6UxqZ2;F+>x7!HH4PI-six2Ce=sO&a^CUZYQxy%3D zVgGVvhy5oJjpq45EH4IZ4rVwD+FN;T=Ru)I=y*TXtI?AaWPb1HN#rzozcW0f7!Ap(JMS|l zlIL!H1cU9NUHR;%Z6b21a#nr$)D|mpMpz4y(s@s9qQd*o`R==?&f@g85AQQ?(NlX_~tCdw8Xb$ec!7$NK3r$bL!n2IKx7P>FtAkq{2TPFz?G$ zul#|>|Af&!T!kxTg!g^Ql1?#NJzu^T+n*mG-;egb-$H`{hLZ5T$Wt{a_8;$y!2yG2 ztO{3<*jGG7L1L|Uih{&G;-P~FCjWR9Y`ChA1`!P22`W@QDVyp}RK2H@!z&NLpXp$N zfiuaQ|BExIV2GQ{h%@(7yu_yau-tQGD2H32g6oQTFShyqa*%-w2a}GOw9_ib!G;Kh zwsPfou4h^nIQPlsCqm5=y4i!*+5B?tKmjH8%XTe6GBgjOzs-mK<9z6+br>VI0R7WB z{h6#0iKx7;eq5Cqey3}ZfBX*I4EW#BNBF->I(NSYaNs#z9Sq%MK;H>Gf4=CmLsw2$ z32Tf>RX|rMmnFi^2l7r=Mgs0_7pkw87w5hd+MiF`RqHE?B}R1Ju>2@OT`Vj_&c@{U z!sUFJ94!TNm)hY2AYR_n1Ldwgg#u>QiA8ZQ2+Z%frq3j3a5sK%`{TP*M z7ZkLb*IUtb8@i6ml8teBWFyu^u=mOgKKNLj-~5FhBHEa1oM1?kGR8w zep9MkdFp4{-5(}7_xLJ5hb~4iHgA6?KiB{z!uFe);v=bm{bu+CsVQpO02qt0d%h*z zRz$qXQ$$zO+?&>>P}$M^Vr4%NpGKsb@&gG+g|hW1Lj51}e5wz9+4p}WgdF=l5=<`r zoCx)qP;*ACQ=Xq(FDp};U$(KX8$(tynjR&Z3i>#euv8k5hO;y>i-a8<@RiSSk+um) z<5`-RVVcYm)+J97&rQOP5EU#{Qo=poEn+51+fkaGCT+)3lu|WIH5sH@O4TA^hxYn3 zsg5N~x9!LhWHgthMwWJ>w6jXxjXgmrPH9(4c)v4CyQfKe2Bf_y?L%otEv zgccvLv4*X9e<*`sc@)o|@2Daqn)yy&;>Gs?LC1%nq2k@4V&&Nvtun*@zspBoe9;=B zxBdG9Z>h*<7pnln5WPw(G$g+%%RPZ? zo4a*v^O9VXyUBPrm26H^>XbT&|#GM_TTshkOHu?*!aR1Qn38kO6vPSUiK zpeYRQ7=k;N;F(eLp5ZR(YjMUL%wba~f=!>%Z_^#;(p>fZK9A z%iz{IEBt$$#UXb{%o|4>t7=eP3RmF!+sm6ON0YU?$HI z9jg3?gK2ozb7m?coa5HH@^#xbKGxv#Ev)O;_~~nY`T8mQO|Bfn01u@hse~mS^~ioa zPa`N{3;<>Lx4tH}*h)Mbl?JXHOW>!sK_25+;^PUBEq~@$W&%qn!=B~3LrKbsU-+6o z{0Iwn9**kRq-+RiOoUG>e|f4(Ub=MutEZ~ac}xy(%IQW_6wnlUKjkq;ZkFyDND=$2 zpTt@0emhM$T6K<<)KOWn$v$t{#7kkj3LM{7ROZlQ&YVgf+4h-ok5$fSi2<|AG~bg% zenjs*tC5i}UwZXRU)Iep>t=6GJj$+l;D?a8)m8Bdc}-I*A*PaW80tgze7qQ? zDAtTMwJlM0@;l-s|0Rj5puH_K#x0K4mK7~#Cmo<&Opc#?=Wgqxx>Ws zjAYWkrE}rZj^<`NY~$K7{FwodPzhlj2B0D~U()^x*D3zXWvi22HhG7T+;T&-@|s)i zd4YT=X#mkWS@|DvwSdIYPuU}_OsI)3qcD6lk@E0z1BqAj|6oyW2rFmu;214~yF_K> z2XQn>^3-lQRN^z#k+Q5@EVGj2J4xgnNY_CkFDg5)tYYjZU1d#Ka4p6)UG_(>X=y%T zp|co3JKFXY&i~3|$rq&=)y%T0%TbibIRRDO*9Bxh>KXY-y3s@Nk=xHi`HQph5I&=w zx$^JpS$fO2yhhk^u4F0VA08%ynZb*A{(Oh3gOqpnWr4Du2y3@!RLq^(q*~*Snh~An zI2|X)u0ZD?K_~ZC;@79^&59V!5z<{>tvAbTMYCh~$p1yqYq9d`l@=~TueWawy#oHY zbyklB%G;8LC6hPPT>W&!YcRn!zd+-V9Dw z-gR)}iK&Uo+w_@xY}$)va-y<*dI_^cz#JxEmI|0d8B8;E$(z*?DyJCu9KRS?G2xau z0g5xCvv65Q`yv52tOfOnG3B1GXX3t;AuVccUfSin$A?*GIdCEaKyX;goW5mEq07ZR zcu7ao2@6}B7B#nadPzlAPb0_Pp9|7NBYX)*m2Xk?>u6cFJe{n1*UC%6B9{iV^5^E* zPq@UdmCm%ap}xcg=pRXT1&aR2A_?EsD)2q;`rC{*6{i+<*SH9uHj53>+{H?-0AX{6Kjnsx~o&$+uhnqlv3FbQY8sFsA|AH|6V?cDQ3ZJ~;`ZqL>CS4YZ zGIA_skg{VbIgFpkby^ED9ZwlDywe{+;YV#|Mn2lhFsAXcmZcD!3hW>QW9S)mFY;w zfZW?1H}8NYEuCFWZHq-5GK&pn+#c2@(MQy2+a%r=^;4;B5#NHbQrVM>Oy2F4otW%p zn`HT3(RAWM!@DRS)JBz`1|Go3x&Ej#q zVkNUH^~m-jqj$-2nxnG5LEnfa*@5|ub<$LmbKo_-RqX%FG70eP0~P>QIq8AW}w=fO_G&aKJglO z161}+6QA1dpC(~BFZ+Dn5X@IlET z?1jrZT9zn}J31?@N3)oVlbaEkjm>@b0 zxx7vDX=_r*9T@UHi#G5#>Dp%gb&a_fU%aHyH6-MH7Ia;cN!zSl=dZIHk+B1yO6A{W z_O^+lQKodOgnskC+62oUV6otjn&@l(SNZEN_#3Fa&Ead)p?tg@2>5a$ns&qh);u)(HwGNSNlrm^=6uF51c_hFQ9!s zA9QTasrBMT?Ok2%E7C}2GtI4^pILG|K4`!0@O$#|*rGEd{Z+?4w#}W$wp8(pS2OUArALKZ5v~qj`B^s^^=T0uN;oqoLlE|7A$|jECu|9e3k{Vs}{F86R_=*|Ah= zX2!C6`rmCrW^Hm|JL7tvdvT>Je|u1QFPz9#KJ?A8aoMGR^r1ir;V0*ILk9WXEgfL;Vfqep(Aj4L$Hn7+3I3Dlf58Sc4>8S z`6e%}Oyz&Ml)pbM&U7NK0ebpr7J9mf{eLm5=f0oX_{i^ACO7&x!+w4_`Oug&>kqya=<#_X*l~%AV=h#CtUdXy(P;H zeS1sU`57qY=Y61S9(be49l3b_|{+8giZc>r+{OD#lX}6cib;u_S1iL=8(ABfcgMgLh zV|FKUE==?F`UqvCX8!fMQnp`IxK8n3KE7VhXp!zPm3qcPq4I7nYUm!P>}aETMvJ%P zG*z|>cGI0gl-wIdDX(oRA(#27yJ&Ydw=OlCXfJQ-EH}Gox2#y%+H8)uXkJp@RG!SA zT-JP2`HJSQ7_&~Ggc+;ZxjxJ@#on)pwkqqk@M%Gi1CIxJ7 zm5a6g)N5_o#esZ}7h?^4jGK=gi$T1cc$b2k{{YDw@S^w)!b74D9@yCIlsjC zChC@Evn~ft3B#>&?`@bRpB?SzV`7RCQqt_mZJ|Su*MQCvhUa0`*>+~O)}2$%T0-RJ zO=`=ncaYX2>6C-Y8T_(!xtIO_8tfd9Q%&{xqH9aJnm%FRi{NmIn>trEFYZ$QTSyfr zX*R3C`~m=U70Q(DDnJ?e>mr1H$F)mPaI%?bv);tn2dK4aZTo7kG$V)0z%oz4)ZrqS zIy}$8l$&Re!`qUkuBJdu1c%JIbLhag96I;;Y7fXK|58|2#$RV_MoR;&SAQ9>Dz$rW zqP|7Twp0s}N3yp-yWw3SwxWGW%hI*9OIJYCF@W~)^4sGK@75~+KsJxP>+c5iuD{!d zy=&hF!hDF^(zcNA!;(>Dj*QO4$xb54eP4M`h#akyyRF_<$}Y?2>+UK^Vm$9i`hPB6 zO@w$IhCKRy!@KuJSucLoSvC-=J>3s$~o4f!bhgl2=)xR&Lo`M z(*1UHKa1{X)BW~D%XE^np~bkDs7@#P;6Ie!%@cI{@f}mnQDWe`mT<*IIb$RBDyteL zKl|H3<`+)?SdrgTgCZw}y<8jevfqibJDV4WWmroYl=9YoPHRDyyorEiPP+WUTlJIg z^Zb2>ToCD@OUfZkE@HW(M=nA9NIdDD8$2SQkn&$8<-tE7G56val@$4fefW`u{QjAZ zTseO6VTt5#vZQyYH~)5F@=)SvV^hAwTfR=#y=0vaIYPz!N)-!j_;JW#j1CKD)b^8{ z@3-7di8+i?D1>ohd&)9G`Tpp>YMLYl8B+_KB)bUHjmG=XV7>_t`EcYQ zf*(`CpE2=0A<=kN5=|y_C2s*^#t_R17@irq&LJHitgP(&k#5E+8({NzZfi#CP@yyalO3#F`GH^07hld9 zy-xhc`5L#``Eu$r_`=y?k}ngt9Yr`fKj;9ASJr3APVe9h_{g1p+ir<*-_rv+scyX= zt!$?iv9(euom~OPJNT3ij=7)c$YwC!Pf!{8ySsS)eEB=T`Tjbu{JAeHPLsG_gZ<%C znIQp*ZQ|#45V^lAV`+p>;{I)`EYo>HFO`Rdo10ElHLpqvrNP++xQ0YY2biWtf?@f4iSE34qjIzaG-5j0Qtkh$#3&ta^u5}3$av%SxxF(ahdX3&G2w`rPbuTd}c%_ zomLVh&Pm8V$JQ7qBfU^6!|JI1?H}fX2QVCAl!q;-@lZ|+Q~W6x%V{dZ^pr2k#gKod zOMxDeHY1kmi1h`Ld(!D%te;3(3MAG`q+1G<={g_VTulA?VPBu>6{sB7pB`Y?k|}pl zNSZ|&DMAciq!B2@Oc!Z9DDh3m0iO?k7v4mbSv45YzA|Z^&7yp{w>+XFch}HT2E(&^ z=lOm)?6#-p_`T*QYo6is2D)|A#Px3$Abu9Y!1#;rP;s-NBz}`FvKKsVch`x>ALk z#WWRa7AJbWWn^)N-ZGA>?`BWbqDti8pAYi}8fNlF@^SCR$;a z?BoGXrWrx5Gg$}^$qpdIu z-QVVV$VHz+RqpyMQ67EX|3%Q}Fo%{0{x|jM460yJf?cp@7Z{eQ?EFTV%B$aXClQ_e zPOp2TveOQk`q7bjq$>lw`}YOjQWYGNMW_R5aE?%RVmF(K+RJhg1 zbgU0uev41HR$+@zQx}{TsNDQv>J)|S!-WrWL@0j-vUV5ssm-h7>3xB>ul*v&@kLok zLnqPEYCM>qe1oBS>$qJ=jPO1>s+e!g5=6{D_c7vhXjwr>MJqf|uC< zuX!mj{GjiLfi^a%<{3cq43-&*^n*l-Qpd9a)Y{p@VE2~%I7 zapef*!`J|PB%|q-aC-=*$&OiiX$gUyF~32uOGC<_ehpvesxSN$Wnn# zTipL-(l@R2!JB&@(a})`_#f&U{Eog2+^KYRe1ctMJv~eLOwS{I2A-JbSd^yzU|t2| z`>O)#ih$!kFA@X?{5?ke!G?=ilJy|n>Fg#AN|Q=hDy1}xCE&#UaF*cHN3t}!7im08 zfIUHFz5sk`hG`~C+h&-yXDOOvs-x7v68f1tP{Q*%mUg5xkEKM8X%|Ynu>=}$zY9yd z=a}|k3A)^urTqgE@*YU(V3rPKsnn)i_CYkM2qzg8{(ruGY410!U;e+l-~RG1!1mX$ z#^ekXKh@^*)MWDQC9HOVv`&mD7>~^NRlyn6m6XTyEG81&7#T9}`m=Y&Liui|Vufvn z=TJK{ls+R6_jxVUnfXc`iEw72l=7Muu94K^iSOekhZ$1LX0hJ6XQplBI;Xr}>szF} zx|gkPfQ{s83pX$wyLyd~UJKRcJQ2y}FT{|UbE2wq(|_5rl^yL}?Q~nPY?%tOTy?yL zR4~G!)WaP+6*b-SjJL!t{{QC`RKJ5c{ABP&Jl!;-<0k|k9A~;yOM^D*&%jpxr%xjd zl518cObNOC|8&Y|Mu**a<@4p~q4|;Hm#2beN}1oOpuG|Jm#2NEAOn;TD_3-4Yw|m&e#*5~@B6iW@12+xWBlNs_m|~}QpAD#63TJf zol{9upNLk@?Y|e%wZQw{Z3PQd>h~K?&H!ptar>_5Db}KB=|TfntR>#m=2ldEolRm} z+}g6zl4g#){xL;4D_EqEH0MZwJ4og*i$RLYoDM}%KNWe*l=w_}9a*XJ-@+KfXod7l z4!iMfjKxRxO+3KYIsV84ZhimwCMru6xyj+g$rqt=5y}^#axnPPb*i_&EGt3MU<2hB zG7%P!edJFRww)u&WhGBkFhy5XCPi0NBxSE2htf;Ogvy(XyuSVar@WGI zbC8!q&;Mug`ZBoBqb&b#2QMi>L_P+_}7?rR{is zu1(Hi)TQAe9i9hK>%ma6xP8US)m_bgr?aM>VH$QIA^(62b+JfgRTo{V20PR&Y+K#h zO0T@tE%J z3nMav!Q=WnD@>Plq{|nT_oIR~Wy515IAdwY(X-K{-y&tFY)xGlK-YoFPT`Iw7+4Hx z{@+X4#S7CJe4clNvd17Addvct;p`dUnY4g-G4HVd8Q&kTQrV*sxArNEGPq8pYdMvj zKxHQ}o~KYAvzTWxEL}nWW1qVUmAW?`%5RrJdF+!ni)55XgOS` zBk2FH(7Sm8j``ozpJP<+3xPF+U1WZ-AV(|^c6$W0~AN`rGYaQe~DH?8|frNoGGBZ(Q}{;qY-(*4MMo(Ah_ZM^Q&&gJi6Zw%Z|){(bYfGxANnz9@{JA`l>B(%yfpPW5Rdq1 zQsQ}4;5jD05a|gZK7Pq4ll9WT^09OV) zU%y3bJK9g67h&FqGb6Ug3*Ij7s|$S%*t=a`TSx5V#g(tKu=~~_? zKuq+4NZF~dT={#pfd=GZ2BIi1N#*V={CJ$~g?B?bC&Ay9Dqf+yy?TygiU&vJZ7GC` z?07oYkEbvm!*`)$L1$8r%bU$o4ynjW6|P9JGo1@_kb${Jv)z)>Eiql?-n{s6IYR|& z(!3YnC9(E)5ob0iGBv+am6^h~^`MHZm!xc$9qZ?3tMFMWGleIWv#_mcMYB}*Y!&We zxg?4^S2itf?g-0a0<&3Rn|5akLk8eHN5AAKR9X;=@<2vt4i`q4inh;CMM+1vkmg!B zfGU-_h6>x4F5O(O4Q){sYTqKn_Rhd;Ngk96R#>$PQHX zDK6Yg{QCC?|L2kS0-k%|uafk?wQAB7wB0@2Z zkumgb+AUch9em!lc09u|5aT@<+rc;v#%!QpjKzQ^jIlIYCP9O&P26~D1e#oow9;<5uQxEnrop--O+6$y^GN3 zfM4A&6*Qom4_^9ecdlG)V2aA!1}c=t2G0Fovw;ZpeGD%XRO*gd*~oF418;pUa-6Pg z8-%v!e@Tw%cH|DLOEZ+MOMo*_1uxX*Z9C*Q(~;l1)E2zRY2gO=vFF|QGK1qk`WgfW`h0Pn^9;QprdPMOhI!O~6{CdhX_OPQ86X*ZVk*v#o*mgZ49gwkO?=}4B2V(Ac; z4zekiZ?D~a16DMxT)3pEt10la2hZ~Slx6d%dyUHf6D1R=Vuqne**eva@|ZepMl}W~ zyJ{dpWy}a&nX*ft2PyCI@`IIKK0iyq9Tot;gu$OJ;G6$VeH=k~jejuqYV2-LqGtf< z52KW@O9N9Z|4O%qnr7wk?+du!wQ>JlG{#x;7q-qg zBntabKLJ+=}xoHw>)|$dZl$d8VU3lfSv=n;Cnj&n*q2 z-lPj&|IUL>;7}@U5bRseg5W?VjUK;l7cNrtIZltWwKIzSy3K z8~ULqwWfS$xo0+6CS2npX8)Esp5VwT6{l@Di^*{V7Rx`C<)7z7a&80nCa3vxZ#f3r zZGh9kMxIP@%w*-qavUhn^16+jbRZ0-hdw6%XT#<1%;ToYKk_{L{{{AcuRbjG(Ia*~ z-Gx1)j}PnzY9V}c7%wsy7y8JTJ{WV>6|wRx50=+C>v%qAw573=7^fi(uP=u2CGxso zG5PJi9D*aI9CI{&cwS*J{N!=1ln3M)0Poc_@P3{pyuVm@_M3)c_JK|@t!-ds#|qxg z6YqoagZ6X8d)TG>F-(a5B&>5Y#0^@{56VyVI=K!YiQlddD8hFNemWQOd^13v$9i}Z z-+?&K#`rud^?5cf^_lnB3O&7KF^34?b-kd2sU zrOGzom_z$KGhBXqJW3wk3E*M958RZx;m1QU%`r;Q=qP-o+yrZZ~v1s+{5S z(ZnBy!p%sK*@?tV_Y9=`CJ0%g9J@3y#uI!j$gCth2G%fwwKc&XNzbq#XgJBw)RlUA zkI}*=GD3(fq`>{;2$syZ4IOkv!lQ^*%EndE`Wr=vtuN-cH7jDW-j+j>3M!pv_Npgpm=Xv`e@rUs%W|)FE{5Wypnx>9U zQM%Y$dX9uH=9yAHT@$UQ+(+VhNsa6tNlx`|2fvomXRfKApT$TC`oR%%N-3HY8_k?5 z-;0f6Dg+%L1-0}^-j(;4sg{STFfB(m%KRnX{Qr{ghpAw_rq;gT`MJ_?ICAmK-!s)w zSt!5Os{0=_f2X~7U3j=CKHOV;jAVaAc4Yt4U!{)N!`K+<#p9AaI2pPuY+AXpb*&1O z{6~`WQU<19G7j>gHJxJ#x^mjZ);B5DWV8x*cw(y>>F{32)!~V)Yl0o#T0e&;Rw<-7 zys*t>%zLq4i*$G|J@_(p zs6mdjw+=L4j#FN_ye5V6nc_%~5XC2}a7Q{NJ2w86t0S%O;E8;kM%oxx+0Qh>R zY_FK`j}U?AcH8$3+I@@n%20HisxE}iQo0$kT*;t?wA-}ni=yqkw z5SVv^m0ge#AwRQ`@|vsDt#bSTU*%n@?81i#@e|~)0Egd~DsM&MaDuu;8!4Z;4p;X3 z>j*_3=Dy6i{}}g1PZ_L^--_qojH~iL>I=N3D!}n%K+r$8kRYD#3%n6>s0Qv<%6@>p zk!Uj4u`0g~ZEM9pB6je9ksMltS}8;080GyqbG))2R-0?NvL8U3>tyBmsMU2Ala&2n zHJi#-p*E|HeX@n{{%Z^2eW5S#0?wZVoI;W0Dm}h&!a(KSxP@<)5R^(;8Xl5HP{OJ@ zzt2ig$HuT^o^MTwe_|5!8Oj8fP_CS%i7a700{4?u?><98JwqBK68}VHJ4&-ynw=&^ zS*i|6kadhw4NKrzezwvVI;a&1FzQ*VV+pk3eg~H3J_5TNzIw*N6dyzBMlybN<>Zjbw2KE3uh^UmA{B-s84WZ+}X&0ueH=rxz zmt`PdY*7;;+g$3E=UXVH!eu&Ghge;{i@bb~OzTfarujhXzgE6VskrFI@1(rr%hQPA z(aLtG`O+WL<>*iEjFQa|j8U>dYld;K3<+Ot8|LRy{yml5onfA`%gc;$@TERw4A%(C zXP)mUaE+$xR?6=0#c_=#zBsPA0vCq2#N1$(hf}E$GQV(8O<|44W>{{sDZ>s;R?BUI z8#k{!lzT91D&Jy3PNl>z7UWnH?`&SRu(i2OWEbto!xEfWQL#tg)HK;ppov zfb*$O`C^q$oR0dKICl$EXAr%a@FCU$rI?{u3zTApV%?4~!vdA78J4KLnBna~W;jfR zn_;QveL+ON7wdOY>~44{o#FGwLGtoh*pp|wbM)2McBe>Bcpf2lX{U*u_h`o>R3Ad7 zjVtlqZ`znorJ8aJ2##@em{v7#zUtz$)5Y}d`@?`w)5q@gq%-~M_>G_$7Cusq#A6Ni z>($8o3@blZKE_XB^pr*e(Xmg7;V?RmL5u~AeiO%6GWqak!l${+$)9mO6Q13;T(KP^ zcnpwX)^hw@rS`9Kg@tKxCW~|%ip`??CESLsOq};2@O+!zV0ca)=TqF+f*n)z#y94( z4monOb%>_U-8wW}+1aZvVjUWxz6fyT*w)77EdrOglX$i#V{MI8!- z2R?TqK4ssL+bH_va%K`q&Zx=>UB!?TehgQlI4dge1o&mOs81*J6_q1$NE#Afh>>T*HDwmmL`(CDwX{@ zs*IH#L1jiUJd-KkM9MRsbYt$v(*4$Szm2kA+)Si*=6-^*v%{67ONqOfEftYL=&l^3*DO*0`T; z<01U-!0?!|a~S_zci?|Vx}U4;S4?62H~8QNZ#z+*M#{6Z4{y8DbvL^1E_mA|gtt8z z9z)w+LbrSOlD7o{H-?dne)m(o8rrdgxXI7t7cOa8ApnT69y?9Gw54sy!qk)J92cjQ zx2X;p4GJV_*om!8IF)f>SNlo<#ye<~de)#AG}>Rj7m=%s;s^Lenvxy!GoCJN*E&BD zh=C!wVEs8st9PI%BDb{_C;S!^IrovppgBpS^8SKo6QfLNX%nMPFNEa}(nnwFp@1Ex zR;sLd6&v%ymJ!!)QodtdGA=C;)Lbv9xejm!X9wpx0cVg$bKWgTUh?B6gM<9U@K#{G z8_w(9qV}$?cIgwm17WFEPXx3nRc~0RaI#c+qw@UHRlU+sDWsaWcknB1)$7Nrp3mUe zHB#!ixDPQfmX?Q+>I+mw8$GOMP(>FhTSa?YHG5knjWor#bQx#n z!9nm1OQS>auqJt}aSh1>uNSs9FYOXwyk7~Xp7$)i_Dk^#;(NYycIG?aZGO4bDe~jPg3C(Z?X!ncvC{z&r;!y%JWNC@hU=PkZRmh zRaOgS6tbkMySEX zlwJlOkvzxq=WDrJgxFVye2LQawMTI}R;KXMwF zrK|?#k>*kr)M1a1dje&do(<a0MPj3)5NF^QfgNtIyM2U5w15OiGoX(^{0Fv_^$U%a6+5NNa>6g|{IE zoS=}eT0BO1Yw=j;{q0|%5TO{fjdo~tXTY~n*;&vwKDz0{+FaZhcnv&!XFon8IxPR= z^GHXj$Y%!yvTaT$C{J^GZ67wL*XGjPPxR6^sITZVxUl=cB$eM zTcDQr2W{naovO04?x||C*6#kB18*sV1$(Si!L5%UExl=dD(E^rOI=LQqfAPbpQq`_ zP+BuWq~%9tZ=^Mi!TT^3o+t6Iqk@he&1R1XnTE48ax(H3YMm3nP#vwb2F#e zEM=nGs(=(@DV}BGdpk62=9FNmF(A!nX_qY19xN@`%xNE%%53Vzeif0uHmS@%-8c4P ze21yCVJrX4iX`LT%!($g;+&^!D?CzR=r3iZL{=-0f=6r}+WqE0%4V-@*HT&3YBr&0 zUA>~MlQPJ`_=p#Q3!uNVg+-OfUf|8%Ao=jFGxB~tqf$=gb2g___C9p(0Q};)Zv6-P z4JFGjPRA3BN|#03E>V=(z$4N@0p+>=0jHm`L&g!}H+>6jPeUwJn=@Kc{rUng;9v!L z2EUx(f+#|8MEHMzzgfk zBNvqyCg|H@o5l$Je0h}Omq#gnd6eRpM=6SD1ALxM_Ic($%9mWeJWA1rhcAy({PHNp zFOO2}i=z|`zGO$va8cyi!Sarlw&UrpWO4h7m8-j&7ZPvI(*Y}*RyzAO(l$fMecFCc_OYD5SN2>*-0vyweXkLMgT7q`ed89M ze>3*U_v{P2fHRoj6l9k2u{)S=UlC@?4<A^JqZf7|uVVMto_KUz()PE|f{yX%f_Q zRx7aini&G&!CXKm$1^Y?@_9UOM0j4ev^iAv32GNsFrS^&W+b&DBwx0h0%Z=VMg3Gk za(??W6}*|OS7i>1%w**$f^MVa+!qX{h9_B0xmT~MdaLp;TaquUZ6-K2UrVC?tLzeq z59yhy>EkmaCEH|3ALg`N9aV=}Tofxi>xJ^hb(%W9Tse!Kr-=7M z2)FsaL^*3$52n1MU447YjG%i1bGWjn0sFxmMQ{$LyypL{2&S2}9!t-*p=a2Gz@&+E zEvM@w;&Xy>X8sJmJ&7kXdp?hz88};0-f5H~D&@P6Z1=TIIgYO&$2+k2-grj%?4 zBDeWH_nFB{1K-+XiL*C?vw7*l69b?ZYE0%=I z=ckhYVcz^=FUH74!279le=)z8_=9{#aq9bA2VL z`&cI2FJ({6y_ZJ;G^%dS6{Z46L)o-l!0qju%Ht)Z(l`?Kjm|@Dg-)m$r zOnL35#Gz>o?#nXM=TCY5&1grrZy~&Q^ab9HDkYvsvl`5a8w%L!tumt3u{-B|2t407 zBp99(ADHLE8Q+HqzH_x_K0JyvkR`n5tK3UiLcTJVP-X;6!&&l!$@d>cK7LXkPS_jA z(u54tWJ-KB`(&1;rKW6$q3!sLnRHv(-r3TnbNP?O@O4lrZTxT*+{TZlE5mJ_f?vH7_K34Lg?yYpLSjLv$pC@zsiUIjdE1NkB^Y@9|ho__cwXTr+d$rw_m@vQVEO)) znO-7dZpM4wR|e&?Ixj38KOs5{kg5Ok5PAJG0NV$>XLrrjgPANuMjPz3{;SI`n@YBEKLxQClY9> z3iH7k+D^F7$d=b$_}~CrC>WIqJ<|UK#j*0r$Gd2J%N++*&NKInB?B{?uipw(-;Ec{ zV6Y069cvQftXs)`*9?O50l_i-*U>~P`dQ{``d7uu_P0zws~_bZpzJ*GAd&%&NHqP) z!Nik+Ur+c9ZN@LJQqFwzFlG0yH+{b0ME4|RzwpK!H=a*c_B@7ZL@TEqbj+nIPP;ex z7b&L?ZJy6#JaAkSlrvtuocK0h=pIGz4_5Xl#)(W;lj!*rx>hLL_a3jj=R{O89;P$= z)0I80aVO=R53z#iIf}`4XQI7~XzEbjGYFu!*+Or#29pwsGbKjS|6I4b>hu=VE#xnC`<~z(<4op@^-&st%#rWI z<|uqtOk{aNL*I`D_^hAEDgO0YXOVLDq*y<3s(dfjPxSd%K?Z9mHp={B4aL9Y`|vds znZ>i|)==a+mXK~uM83upeAZHgjxG4C1xQ(&BIfe@WURqwPG9auKT^^)LS+@|_GY-j zpc@$~hTMi74BSy6Y;URI2SeBB5V~Z~!Q}Vu&Y$Y8#qRtm?s}{Wch_5olvn=)!xV-G z@2>u-Zd&ZbpW>#+t57$c_u&hJb3z)LCwkw1Ih^5hI;WJ;u8V1j#aCxRQpOaO1 zGcYAP`Q$X*VenLh(p@l0(lu3O)eQ7z#KWMg3>8CeBOeBC*dG61lo1eIBcw()qA|yB zM8iZ57|}4#O|J>FuWe2_cLzuljUT7%jIC0378W}}V^o5#aKkDxtUfDIzMD=bT{=ci z%GNp03n&$`#70xxePHsrif^DwJq6g%fF3i^>#p`886@37g!BPE2Chpb%IBBmsvjqG zu%lN_GlNxqu6!8+tnjld0UfuDm3^SwuJCi*Cm$Ib%2I^*3Uc#+!|#VGZ$02}f_kS| zNyt_Zow3P__l$rja>*uk4|u`l+!Zjs<*_@7;a|0lOVW; zZoXZ3zMGLT%Clv-+l)9a*=e%BsLe=(nsh_&Xl1v@Hdk!Iyp6IOK%46XWj81eac!S? zb>a;jvT$vmNL@}=eDmgr+cZp4S#6l?y0p!^VX~F?X2$!kzQmiU@2XTD-_>Uy6GSK^ zH8?Aj-Ill)zDwA%H{|Vw?+S$r*?hoc!~H_PG>I=99UPLd=o2AR2}`Avu$Xi>OXfKy zG5CVf(tyMlkYbC(v6Qw6NMl(7t_duSX9>O&_vI{2&N0nkX*wlrgS=gugnT6;%}SH1 zSc--u=&hPkj3vmTMtQeQhA#4{Pq{Vo_LOQV)di$lmVkE$mKs*>;Vo>$(Sl^ z!wPdXes7}kE)JNe{6D%f_k-!)z^zoa%_>n@O=PBBEG;H1d-;)8!LWc4u}{6voi1^@ z3C>jb@}pg6V^N=p&@3l9olQw|m@t(i@b1TD#aY3zwmT%btApLRL9smE;VHYoCJ9hw zzQ9JQ{Kr~@RPYB0h`VS=D=8N?^ddf-b8IL=HUm1bjkKT75Wmg%VVYx)eG@A>uzUGo zY#;W+ow}DTef_-j^!q~|i(nlfb&%}ad%GUo8%Da#YZRZf>9;cOTI|uvZ87A_S zD7(nZ$YmPC<(-62+vcXs9*Q=0n{3+H?Ayq|HrTV7mwfNjhE7eFU$m8#lJ4x3_-iX*Pi9muH=Y4bmZ%WRS{IQ?~l`1Rup6&H8OeV3(brM-gFaf77OBvMDwSlfX&~*;cQA>EukYE3g6 zB4s~bhIwJjUd}C<^m0_j3vpQ&ke}Bf3RR|IPzb;h>BnR+F$LoSh(0#pxmZ3~uyq(6 z8Q_udw#kIA%=u#u$l0{mTYj>TM@IYw^BJiMz;m!Pl~NVb(kQZYeSgR%p8}Ctp;R!)%MR{nZl+AuS1fO7 zU84KX-a-$gs~i26?cLJZ<)3MrfWjF)hki1Zd(gEY%X}ufC{>v`*g-2>+q)KaH7#mw z77)r91am)J<-_F$#>meGJbx}XJYUQh*~oE3R&av%Y95&#oPee-<)rF9kKw~UoK!S+ z#q*C=UON;YET;73!#-HdTrLhBe)NkE9^q+cZBnTpJeqs)@nFWwCWdx2ceb~#F-My% zN_tU0V#Jq+DPLcX&kA{OK9)}r*zFL=1V%#^v`h_Bz{E5>muH8k7hjxudG@1qQW{z( zXGLpZ{Ft`m=||fXm0d-wP+r6Ke!-WOVVfat$FBK;pdjQbO(1ND!RRyY#UkWKslf*L8cKW> zC~Gr(%?JO$j{Wk!u4I@>Syz%AcHlGOlL*dvDzk;|mBbTzBUo5BfaHtQ-;8Wc58)_+ zdoVqlq->83|Cdl1EZE~^hAR7Q`9OhpB+1IuPt!{uuDmD4VfGd?;#(2?QS@v~8aRfp zZG7O2CphEi*#u>0-^-Pq1+OI9jT}vo*(GEJ8JK5NmHp5N{8swBAH&{HWB*q$*%}@tMg^>2Qh})Xh3!;WHyE zyj$UTMzZl*8LeCGSj<$N|iF`&&H^Y399D~(wCOJR~CT~){W3mrO zs=dRi1ykgEF|3;M`NM=X?;=O{*Mkk!;p|5(EA-$yiw-DZ2`T}o+^k-L! zJGB_2NOlCqiGDa8v?G?=yQ5x|I|}8j#J1<~(fN!w;l4lPyF>-A^=%{COunOtp5vH& ziWTo|Tl};u)CHVw$gM=kt$-!|E26|7^;NICe}45k9&jO_5=S0axJ@qdaAd)(AxaeKE>|9=o}YaNsq8?vcuFhh(n9mEC5@Tt_?duR{JYD%Jkc zv!6^nqK7}3cs0HlJ$&%gUwO6~IvBige%#h78%Hx%Z`e>Su zrxcKs3svfOIz}k8fm5=T2Alx_aCmuG>Nd{(1G$zT=ir~h%ggVL=1}=L#K#;TKE^Ar z_n)ZjMo!R2(04)@AInw#fIncJO85Ihz>QEeCgqaBFDLrXBlrawCjPC^K;_-oho2aU zjbZ#wkTj`;(omMCV`pzc$ zFY}?Vw^4YeQ3pi;n47$yucD6LZ3gK?;9F=8a6w<{DU+x*pLip*W&%+vqB!2maoTWa zt{+h!=&exx`|>Uzx(z>=$0$~*rx+RkWqjL!G-df0kEZNER@UI>djOXxPxRPCy(PC7 z<-{w_0w=^j+4kB>RdBCuoWMtMN#H)qU%Vci)%DgYpSI?#(nCy^Pnk~?GB0;z9=Iv# z7g^>!Ud@BdZ|A8ULCTw$Wm`vNHbSDd3lr9P?o_la$wHCM(O+`RHwu!ZoRwPo;HyXyzU)?M65qtuk0#!qozMqq zDoeo6`=HZR>V~#{X%Gn=KVkQ8IdPX;wC)%I=5bpungb4j-@7qnUFD*JzAH2v?^ zON^(?R++8mLVuu=G;{pS3|b<0%Y*qo{?8pd;`p-MMWd9%l~)cIKC`d%C3e@S z%s2eaw3g}4fagKq*5*w=8SdNWJByxa3_$mrZ9FTNO=}Aojdph0(N~1(QM&mH+4snm z{*YL571zU-is{5R3Z;FePp%K8Ja)QB*#Ba``dmN<9Y9{nh3mWzf#>TVg5b$j2f5ha z0KqR`2#ez z*O|(@UtgKB`}!Gpvs7=s0Pr5r=@X@A^<^opAyIwGN@5YM$K?C$qILfRmVKhU6gi0~ zJ;!J|w>|J=w4MLxIPgp3&jX&5T{u2Q(Y1gb*ATX+oezHB{To>RSz%GNpFG8v1}SzW zz640ItD)J^?|WivCU#Y#@?uwk`+W=xfn(m6viCvx`reM5_DRtdc9ci^xjkF^DO2A1 zHoR};^I?$wMq~#+(7%k#4o<+f6!O64T=$R+->-#7<4#m-PkdF%vxd10&kL39@!BZf zelbsLl|SdvW(HCB;XMCloI%*s7kB|T+g>MMhrKzD@IbF5!e-1x`bNp?-@p8DsobtEhUbJ`V^f+9~e^_pM z425IvhdX-s5brSylubRMk@PRz4ietgV_R|u32WzNYIE9o->g~#oD&2bKJvh4KJlKf zD8VTKNXWxij_^^7p*bWz65%(iiDv_pKP_We!q@q7#xscCu+_amsa&NV=UKrLp2;Ib z{b=E{qhYIWLsBj?ie}8ktgs6jru{LLep6FNOF^tlsVcP3bk%4;_~@2+&+jq>iIQgy!v<=K<2dr{s6 zly`4NwW2&k=uSm^Zq(LL$D7Zm2x!r1(=%G$c2aiX$yek=BDE7Eh5a&~Q5sH^%Af@$&` z>^w`>|HY~|V}5EMnO}_grR?e;#_(j{Z@ReO!M|^r-Tw7rTrhBl+5Rg#T2?f5tQEz* z!-kQEB}-{0XerXP%vPD3Ul^TYbS%Z1#3+_a!=RSV*-M%`TGli# z@laCWyIR9%982zKF+PiGmULgA@@NKQs8uO)=-2dqLYVUV%@h3y^5)3!2_vDjHS zMaE;j?^AYt@a{^HTBE~u3O4V@sqj`{d`Nkf`JOZxY<%mi#YiW!u=+e9jVvd6-ya~~ zmwVq=%lDJQWg)HN%yd>d*$eO3(0bk4ytFIieZP*DWy`yA6xO;2ou&%dz&8_16w~su8JjNi&-Ua`4Pdrc;m*5C z1?yG`TQa}&x{3_)*Gc*&HyY0S3`u)+8s1}Rc(2KY_eKxvnesj(9q;i_-kpYk=dbnV zzfiufOT&A8F1&}=(KG#cH@F%?Xi*t9dVX+sP~mlWj^};ko9Se_V;<j&3p}I~9 zE$4ajyNyR-NAnt=qCuj|^vY2uLPaQLq1UqzLWF!vLg9I&R`ubv&F>@2V;SFXJE zYm#$+CigMe|H`jk<)TliuTlmZK5w$Jb)djAwjjn4z`Rr{BQk5HPVhkK9ad%9LJI{bqGr~d<)}-G?;Eso?zNT zbDo!Jo(Y}A>AE9b=g@VBWWIvg$Tv@A!4k?G$35$#m@I zQa%IE46+zIU!-iuZytj)Qd!?;22OghEX$SE;N;Pz3zv1YFX|K^B3=;b_E72PMG<`J zaG|%{G+s`tVK&Nr>Qg?5R_gI62ZEsH)->?MqsguJtcf z9sq5MfObndDda%$kA>!E)4lthWhvvLXm(foO6UFUe((FurX>eTSt9$Ap#HNLwRd&3 zuLz;3cy`b-hYW}e(#)iQ=dpn2K~v~ymI2!O^tnp4g!J@BKG>4<1k!x`Z1E*t5w9%!DCw zuV{o8N_o5U)V=TLbmtu!(8U|LPG$1T``M=Eimp|m6N1f_VONpz&NZbAyAZQv5gMh$ zH6rfGYuw-yH}!G+P*5F^biHR(6K~Y^D^emNL`6WQL_|SAKvATI(2*|k7eq=#K$PAI z0TOzV5+PW6hqs{UgnH1Yzp<8p}XkALaCg!~gs_;UtJXr3oBIJMloU;m2{ z6(y?J=jd+m%s0j6hvzkWEy)K8W?HzeD{&0Vh+B=alVS{R ziIv)>|4GAM{D-Lc4Qkufe)ReJr}orGCbq9X88_#pP(S^OTexxkaKkEm;j_a(A=O8Y zGWzmDP8L`6X*oZVux9s+&K$f$%WUrrz6`Zc!S|(5A9(QEYkP|%JMUw3aF?(e_H_pt z8pMwqh>P=P_Zt1vTYJsk6>p3go8!Jg*2x|9Be`dFAwtwS>iXuolh!S3)_=& z<*!^eO5W=vB1J)m(SxVYl_zeT>4!m=B3f6d`a`^LKM~)2ExV==72Y)HH)Vs50WuWo z!gc>Uwuu&%)wdT&_(aLyq&vTSGbL`~&tY_FXbH`5le<78nlqepPBYhByXT6a#=1nh z*!`!M^^)ht^*`W}IgFM4_;VPbs~bmG1rP7Ou6~*}5k8{W;fW zwDc55PpMeGznyHD59fGL2#9(~@2B9zK1Y1uQJ^i;DnsuCy@mId0|UXsO)a zjCb9qYib1igIuF+i`?Sg;X5WdmBpHU9bTNXUsJ!B+yGlK5b!kKtEPt63U#Kwu@Ya3 zh6S*?J^OM8l^WsI62z+4F1pVp+Y)yAyff7<)hT&{$YJ~bKb5wCW}WeuNwwU227UHb zKkkomD>`zy<6|^c$<@rL2%iFt%dcPGY=83UNk#UH&koVg2$!xjXl)=^qt2uNip2Wr zc`uUF7%?BEQ+`0f1iebh-i|HM>?O&`yx7D)j-OWx!nP44VItC}qo5`A@sE{fc$dba zMWY*6zhfRU?D5>&8vPT%snPXR>+K)AP|wKKKd?R(d$Wa0-1xY?hqUbYcQc05sq$hdcXk7q3Gf8?`+2cGh&)dLS2xd4I9>U7zVq`SR5pV>L}@>YjZC zwf{^RRO7b42VTFYc56eb60Dgg8 zFP?YtcKp^In3aff87!k0UpY8&Xp!sN$yRi3688Cam$=ggh-%ZxIfdG+fPQODX`31n z|F|;VG;ZQ@-)5Ls^v)3qPp=W)h1&&cMC`H#ef#IiW&qNpeOzn+MX>*ui4vXP2>>Xb z&^1rMQQf_cOI9j+X*;h5z8CV@xU}EDB{w(wMzfaneg4$GFgLa(wRFddE&Z{NjC|w+l#IV? z0Yk6;Ul*sImvd`>#Z7%neKPYzWek`i_BT0jRy83(Vh=S#$9Xjg^rxYyHRirX(Av}I z9>DZt<>y?E%$zG>jYm-0L5psPo4oR zA~!|C@s3^B3x?=ip=SCL23$&CB*)_}&&cV2L!SRsl`{Wzv}Hk39sHl@TDwq7468sf zbNtI&S*-E@)bm(a0ur)401N?TKxfX(J1_lB%97BtF$;eSw0a4yx*P@z;t-Rib z9o9AnJ&zN0K-qS>C_2ki#KBbteJyg2V8#A;I<5T4*EQvkXRj33IA17p>YOM`t@?eQ zQPq)J6)ET2t+;$*7gGNCDJ@?u(_YX$NEqn}W`A6bi0HM|h*nBLS!;<&A>V-dEEQj= z2HHDIy%X{phJFg{Q2tz>sl_{$gln|@a{9|Z$>B9MK!MZ$SQE{u4)jkK!ZMG|q55O_ z7f z8v`IUx&v!^;q#%oLuIDSa%y->ai`Z6DZNHQKBxPGid5#Tns1UfcmS;onG0qvJsoWxRv&rM9&T)dTo2_~|LGFh%KOSxxUYj}jKcMb#(xNBSQc5&MGNq+Cqa?STo z;hpHWvw`MU3Zz{v{ST;DRWg}_e0FGx@Y3A$u&xKHWZ>(0$)Py4qPc~5x;?Ol}_q4*%fH`_WJdxXxQFsd)!@LlHSZa z*8HbL7PDyK!8^i-t%B0sBZ9}X&JXA8aPdn8_XOJIfB8eZ-K9;N!tm#Ojh~8Lcp9jF zTfdLpPIUB;sGDl_FZ{p0tN$D-{^&?Tll#AsrhU(dJy3k$=aKNl$1!(XK9^7ir@wA~ ztoS^rpGFdfARe6jlbMb9zGHr{@=G`0_0?*+p#8){7UHA6`g@Hapv=vXwY59&5R6IN#4GyW@uN+-A?%fb}q&7TAB!IGJ~N9%WZ= zx#gVrXLQ>9GWujpPq_J>S>~f937(+SlM~BDmT8!>U513!koq0=vOv-^R`HAk=^%mc z^ar0kGant{rZ;nCYtw+{1XEN~0?Wy+{%g|GpRU4)>1QuLKcJ^F>MP|WV>*KV;$93Yt!P)0RvSMwsdHTiU&(HT=$8YL+O0}p~TbOXW!Lg?(vya&New}3q$T*zL&n+WqqlI`@fg+8DNQ=gb?z6WH1o%+UOqOq}4hHFlM&S=Dh;$V-(oFKn`F#QYGCr$GS5^ zf&ooEbm{pOc>-HgHUO5b-NWdqqC6Mow!xEmyHOp@WH}T?j#w*C475~^ks5R8flf%R z^ZGIeFwQ3yZaJ_j_l51IGocsR;9-ymiVBM0Bzk;jhI10hieyu82a>W^1ebXOTd+#^ zNvXd33Sgw(i1wbbTL{ow7p%T}cK7ncrfk2}C?!jXE>6$^A3>&97p4C`FR;zxzRP_w z!D&fy>)GPBsdKxWkxdK|qbsZ$P?`+kfWXCoubE*;JODOSNBEj3PN}W-TGuAuXo|85 zL!M1f&&~`8we6}xmigD$9)|FEe)K&p!*@R~FG5zJ8l&BY0F7GpN9TddzfL2N=dp=^ zRo2FNm7_}t5@Q>R9Pyj|sQt+8cC(sd+^KB%d@y3s|Kq9z_2DXGL%vn}ZYzjzzNtK! z+N>R@Cg7F?i3FV&SO*ex=#neIjVQZ-qYo7Ui~f2Y^(|q@3Gn+dOE~_w-O<=aVZGFzVCBi!Mif{1ovBA&5 z@(WFPk&(S%j!9HzVpj(BbXroJ>0#a?y?QT#zrhz&h>~US5W39HkV~{NrX^v7U97C;sJrLd3 zyHWUYf8^us%ySF8w~&>7V?4>RXPq4ThQ@ny9?CY_($*=y32X1%o@Kor%r+x4$_re8 z4P_Au7del2XGF-IZIBSd20z?6`BurC!J{^;5NP%2OQP%yJ4t7{tRK$MFa%0IU{ID< z7CP0;USaj1rX_xj1GJ>iqJ$Avzu$paA)EQdBEvx66<0C(qlPHjcTgftwd-*A_hm5B zst4#9@+})#N7voU;hB0!u5xV@T5Qrg>B(yJJ>T$JB(XRS5CS^zUgHU;Cm!)21c;Sc zce^v}DJS80P!CXE_f#Y3oRz1gDOr0}y}mfyN|n~LM;0A!Ub%=7rhcE@{jgu%s2LQh zZ0GMccX4IfPO3=cU7f z6f!M&9>XW)v2wRfyqnFEq^3MV%g+k2)==CY5t%e-0rq=9;)re5DgerDk_z&ljH(nt zBe0&-3fdIhW^h;Kp|+*M1+?SGL@40}DC)b5P7MbKRmIu7u;YR) zXE+C1pZmm8eu(NC3hiMgwE(y692#~77Y45o{^mLT*Mzl7VGOF^>A{_A1+JcNxVdpr zK8J7ndSDB}9V3EgmAeP@?`8s>UQ~D;)dD~ZY@TzTbIC}DPCeQNcw(~-)S-9YM(!!L!K$hPXVLn&Ayy2D-*)6 zfmoiSGE4uBP_QaAm=TdJGIe7ekTn8LjU`rC;2Gun$m{{#UQ^=hqFml>9JkW78q_lJ z$VJ<-dw@pudaWd*nSG`Gz*-oG{6wrLjN?S_lnFW{PKvN@)vjLz?66X_?^^kBn<+&p z|6IQql(Wz-kS(>&x|icO#GuRoJZ5RC1c&i64qQ(H!U0M>rIsm-0x41Gym?iss^U2$ zhw`G)qErq~6QEgs8E%)Cj?p?Z!ydFTOO{**?0{F7$gIX32j#iq6fVk@Z4Tdar@@x5 zF~PBN%%oK=&nQrYRsBw7Fig8hlW>FmR2S4I~%kiW8W?ErYxI_+dje$Rd!CKFW1; z+5H*TrY_M*x2bX<)(_bbrIc-ExyFXD8N>?(dqt}kIcX;{Qlz&5?$62v2emwy!NF40 zpMk(eRdg7L8L>G3`Cv!5Z|B}Ym^GfEsRH<(I26T;Ej?V;47b~#m^FUf$zSH?=nNB1wy{r@Kiin&rd2V0(miJwsYt*&%=P|P{Var z51G~T3Pc{9Ux6ncl+6hbwp5Xwxk5_yY-p2I0a5-SvZEGrngs}7yds)Zv%&##BN(-T zA*Z}WHc$7BY|q5l+47fboprIlfhFlFMqLI&irX)a!}68<3Jy+V0!U_4Rb%2a5PX!c zUq}z2F=Zc7pUrb{_Cn7}A+sngY6o0Es|es5^Sw*2QbZe~EJLt6b;B=?0h=1~Enxgh zDRgw!5-J~D?;&NiWE2eCVccY~hB0)@}6K57*8-6Vi<&h>sjJbk}4 zy^?QK84#KNlGf$i>hSo;BE$6FT5!Kb48T?tGQQ#P-#;D#MK_~td_y4FK84^HX^5QM zn7u>a+w#6Wd?*25(5;lMKe{b(C?cDYU{TTg~!aZCC zh)&~tnieT+E8fLR{bCn%Yv~~!s!>V%Whk;mFu+YsK4_37H(E}^ZPy<+P6=q+^CWY4 zT%Ea`Ja3pn{13N%ao(`9%jW0cM}5GRa;-G1$dr~q!9eO+i`#Xw>urCUN?~29ErbPS z?sja2n_B*SXT>CDuYBD*+;j5~lxn;7NXOOS4wP~2Qt}T`zkA?QhK(h@+#|8%n0 z$;F{b-WXa{wDyY2Usp6%$p1R}y2Vtw`_~5f5bq~n7XzbKUn#6)@|;z21KszD`rR< zC(w`@=bp@VUkwDSzw0PyX!NwTxUnzDDcJH01swoAu9Tlao z-1s+Qw(DpVEbtTIHDy$xM#p;3SnAE()~OMjJB?Y-rG1^?0gS9szuL|F-h(jOgawsBeX5K{ zOKQqwb$Ncc)0ax+t|p9Op`Q+>fcglrES((oOUk5NlT0?I&<~?suLyZ*Z5?LiJ3x*3-Aq-)Aixk z&Oy;_4a7`sU#SJ+J{u<(B|+;p#A)A!D}RxDKfyX4lZnZa6W(w4y9yrU!*3HUYK;hi zq>0ZCC2*PHLy{}ofNRj>VK3sBC^y$39Nm4b7UG}taQJX!fw+r(cx(7@{nSdNR8e@? zOPyYZE3`^o_eY$rC5U3d!-prvkU&o?KPT8|hfIY4$ws+rAr4y@uMX>&ObcH$VK~6h zfIvBF7!i$i(BtX-@ffa`j zyIbo5E4G;=>Xrt55>Ec~5%c$`Z^skAK1T9LG!W{5PQL*`2P8I&_wrVUTUnrkQH?=2 z)JZoIiaxt|Xa-92#aCzy_5+2rIHYRb7s%gFFb+*A>;5&kFBy9QW6hYo@guCd9u2wuRI%8L=}C zK@#^e3!e{IZN~JFnER9TaYK`ieg5|8-CAlro_!te?`y=Gw9@luhqw&ll zhS<+yO^tP`{^r0fg?NXQD9m}$?NW?$>B&4`bD`_Bae@aW6_#juyVagB*LHvxCdlJW zSOct;0o(Lywm)K40&FpR8e|}JlZaNE#YufFkiB*nzMD~X+yd#YL2p;DDbKn(Z1uhn zK}{Ve3b1#7Chqx5ir%w=_%SX#Pij2#P0KNeRh66Vq9flSa5R=8l2IVI=>6;MR_E?>m&xxWTb<}qT z=>kKfi)gL;uI#VVq?+p&$iOkqNh52@L3mAnX)_H*CccFd09J@ePHQ>4)CuV7pK&LL zJ5MeJ?g5ZZ8+V*A^Rj`s3V)0tfr2ZUFTN>*?b7Es{gu|god<>J&h9AkD5K{SAa%aF z2=6dmS_z2SZ35zh9faI8JQM`}*{vqzSdmYcV;nBsA0upT`ZT7sGdC`HV!sH+2$UZ6 zODYW4q8j#j7tY3ZIkvQk{O7CB2|wa!bhd_;g|6NxHA;Ks-$a}$HFB$obxo)%$2 z97@P~r5t06Q?%d=WsLa?4J$F8jP9A)vx17Flo1*6kjub3f1jOZb(eota4m5q(jIG3 zH$$-N2cxvAqeS2l8qv5nJu!$ytb8&~50n@Owj^8@L3@x80d+Og@EoTTJd6dF>yPp*|@Hq2&2 zH$6{HmC>%b5KYA-fGGvwP|o#naE?u2sI_w0oNjo4txei2Fjbo(uI!>Bu(o z1gaT!;*dT_X(4yZLdGRbWny`Ht!>PrW355%*sjUV5=cIg_o5a=&au*UFJ2L5FiYLZ zsG?2p>C9q+kof#BFJ^(w|9B^xkmQ>?Mm|!m<*HAVAG=D?J|9`6gQrIJzCWBuc#V9w zhxK3DMQ4o$&QqqwXgKUIk4-2>+9|8+M{P!+6zkLerIaA=o*%elRI#!ZMr~^&i6?XB z2=Jxs@Yto<;*@=!_b17{0mrigqTo+K0%sfc&!%jRgCB&v^(bM43gG|CZ9Vmu0^VRf zV#5ugn1U98lw8QE)997ck4I41y+%4CGJZyUnW1AvmOCMU-p*LMuwW$+@NDBZy{17> zD$6(epKT-KK%;X=5D*f2%zU(wW7JIc$UE+qg>p9*eV^Uz*7(XiGq9j%ddmt~rsTH& z&}yQL0Z0`W>a1t<4mvS7S_L5-aUT#Y%l9nznts}EjW;wmA9Z~I-_E-8!Eh|b zshd+kI)v2u3e$Vevd*D6at=0dTHEX+!suNrMW~8r3~GZ*1bEbzy+f#-sc2JpTtP* zP0g{;AuCawAP$JWg-P^_NCd7&DHVL!(ib!%UL+9^k&D)&czxz`?n>_bEWLDgV2R*-A_5&7z^8l&`|;84Q8J!1|?&4K1?U%${7n zOMM?R)7j8QS7C3X1A2Il_z!+w^L=17W-__kf;y```JG%jnzkyxyS;#mD*O1|GJ=w? z^!8~$DCA0D{n7KO$vAE9pxR?V-R~nH`KuVd6}U*fgO}LKuh5b!T(0cZ z;$PPMwrwChLth(_ph|-`_;dT7U2bQ1VHB z=29M9aIYPc7Ox!(JcN@Jp={sCSU+(2pcRbQ=h?dp7WLp6M)}(P%;p^|j5#=~d=Q>k z;iHJIjoP^HbRTNNqQi%j@}XijvubPwTQ89EqZqQZSBPHeG!rEylY?n?f#;M3dFq0$ z9^E7{43?tanLPtCTh}4jPI8;;cl=cp*^pPRx%C#urCXk;ShpGVz?>Qu+v88et*s!U zi@$yEQTpso1l*axiBYrG(Y`Y-A~u7Gu_aj}yBgr6{rD{r1_1fWk>Fid?!EbA4ZQfy zg#(XS=(KgrLF#SHRywnCOZwTTp!xJRulJ~Tzzc(y%nhf)wq$d(_ZN=z+K~0|tF-g5 zIg-k%A1-vQf{g*>ol8ygU_A)2UQ|bWQ7cMh?d|hHHPp#2E`|e-)6Z>LFD^8T#I8MJ zvc4g!gB07s)!JqR1`D0WMDy5LvYe_mZr38)KrM#uKGaL|{czlf#Ac8#Qhmr=kaT|D zl`rZ*4Pn9z9?ATUEWdm<-3p!mz4M_6<;r(=hv(qhL832PlPjHh? z&jnUMDgm;zYozCtClq!90KP7^BHH2gG2GG$0&Hp#+EMM%>0lj*QKY&r51jj!gJ{_- zm`E#o%U2G=&!mztbi-JSG`^Vy-8#lUJCw9Cj&I{$Lx}OxSdx`lV}SIj^rQQ8fvXeEjQvji}#UD1%m%*p!iw3?TaH4#1v`~`%%z|*KzLti!=5WYGnn* zDVHZ`?jsFK7MM*qOTC6C#>N|p9Dn|tqx{;u$%8N`{mWULFxfz#oKpHytw5x|D`hLJ zEtts{x#{LkFHh*Y@z-O>^rhAKVs8B8OfLJ8vBg+wXxgiizFbH5e9mHzDve@^wO=zu zu`;hfUZM$;GxXw>wB?tn5hnA`fTGtXCa3Nji&MV5>VNH0!g7mk>!$=#=Dv3I!fpH9 z@}HGrF&1r(n>TNLZF?90*V@8KLeR11a=B}T{~O62&2b;&cbJNTu85cXH4S4|eUqMO zNOb%ZOCP^3B-i&)(<+pW_ogMSI{#6#ZCR${O-sEvnU~QrM?S8@u#zs*$e%2F=5x<) z#7i4bG{|IE2oJPav~6x$o?jlHkaKigE_+;ZF?U!YeG8V+3FVJ9kLfJs$Ymc-Lq)PU zxxMfyc{^dD?C6YeiIUtI_nDZxKLPV8wa@E%VW}9^Ad)e*0l7g`*_;shE zsws((nH$shjV*91GLjLm3MceBilSj3fR$F&0KyJhH7RQ~GH; zvF^D1!c@^?3*ud6SFB@IbGNEX^TlUqN;95 z+r~%6segVZ8=aN^Ye9>B_?}Z=@%@M6e}>1k%vDC8MJX{)gmpNUq*P~BJ$qxC+|Y1N zSGDwoheYwV@hohjC*MVIxr&)?cc;A@L z{?iQemZ*E+${6uV>vQD0dEKC~o8VD~)=7q=C!b}-~nuq^(Ultj2+9Lj5{62A%%`7u<;UyYn+F0ty zz-FCS>tt%xO%ZtHIZvBfulc|$Uu@~Y+d64(_A~zPa|<3@G2ddR5Ep^m8rRaXV_V+a zTTZ2^*CrZzt;{yK ztm9aHX`^jM!b^U((VvbkVQpz*n{OU=?#~rU+g@Y!N%1SHIVKZWrFtyyUd-Q?WK)R zyxZa)eZhDrTf^SO*=aWj|1qJ%o97!-;-C)pn8lAD*xa7*`uVmsZNT-$ssZ2Oh{90K zW=YkN$g9EJk((2&W#tZ5Kyj3#)2{~hy0kN+(C1B&eygA2itDT5y{=k9I=%?HT!?$K z;82}e7g+;-)zf40a<&C7|K$4n*Nj(coELv2$mmRX8>G0dV8#A9ycDrEV|aGs*E!po zOBk-JZhAM*ej+n-U@q^Qx9ufnUF5+1momI}-mt^@4_*F5+ummy$#8ZOABLNzjdwfh zRqd|+mQdL1otXM*$?p@E-S(-b^7>Y>Q}-L68&%w9qb+UVg-3QlpWnI2uo;xRHV1~q z>y1rSWGDKhERUDC{H(0~>GA6Lrvz`U2*1YuFONnTc6)~oX>*-wKHotZwHt3@$@-{_|>UdP=MG2xiPH zcWpwNOSVF?S)|!!tb(Bz2Ih^f5DduqYyGl&j>pOCjYskLJvNcNhqKsW`6MND$AN!rA}uPANsyDq6lf z1-*Le@pej5*dQQY*Kn5W&A$g~bvcZkPs@B(?Ll-WU8aRDbRPdOr|NWz8 z8f{VAU>_4OiPRkJOOFHZb^}Q{Z{I|^-Ohx4A1jCP8i{^J0t)7{mAfHWpKcF7GH4!$uxsUwL^E(uF zsSTGdWnqpxFV6cLJ#3-Ct5+!A`!$O%K;1z>z%wNE{f+ky2;%24L37DT1>QS{-oD%# zZpuf=F;ac0Yx=N$O)RsrD9>-zCz(KV2R$CbWt}i_kn(?Rx`lcAS%3|Qe!;gj{UHC^ zhV}SToH{ppT&O%xwONt#Izp~$|GmwVYo@|~koGE#F^v~5$8z7sL&vI_R0);Gz7%Lv zuD?$ICYP#eQ$l#-jN*UNbKdQ;pKci;2Bi&{Z?uR$4O4Gs>(7!%IG;t_cnwJHO)1Fs zoNi;!mEj4>7v~iI`hfp*KiP1ge#WH0y$UC2GUMgX9VyQFm1AWXHBmvQZa*-2IlU=n z@p6OIUp+tur;F-iRi*n)h3iQb&WEdCFtW;zdB2RL{_Oxc+*be5ztAIQ0lJ(9ne>%1 zA;a5kYboUMoCo}oC!d_{ubGOB4qw&sx{UfflZXQDhr3H%i;SEylE^>FcrzMtX^x_gbj@OA&idpCDiE>xX1^DCgtOU(?loJ;3(mbl~_o+kVlDT2-Oj3(r$pj8$RKjlO z=^B$j4}<$N4$pAQyUKhnTLKRa{}+6n7Yc}R>tQ?yRl0>t0W_ztN89tA1o5H)O_OJG zX&W4Ya`5Z;GjwDBONA4k%q6t48f^8-;s5fkY1)?RuGuTTxoiZqx*4894hDo(u(gDJ z%Lb02WSIi-i~*h~XOV_^p;;YZQTY(hdRIUSKxygV;b4nbECTYKUxY za?Q1Xt2;4Um~c$0wgsc|ddrpBMMl~`o7VE`*vX9(i)3Xu3eFaoZL)d86QHyhq{+7t zPf3j0(*B{eda3yt{S1-1YS!X~x-BB-7aO?6DoK%DJxZvUm5nwWI#o_Z@*fBztVPg_ z%J`)sI37rw6Z)%z9dT1D!_STk6f$9Q@BHO-<Eh0V zUF>CFMsmoSL2@0T`z&pd=F8p)Kn}6tn{|&*1@>9}n>1snwd&6s2V17WLTc2e^U{DWDJxlJ2}AbUW*aTIB5 zk6FfsHsyIaZtoZv1B`(O?yoh)Ff%LrLm6`$-Diu6Ca$n9%4YUE40cks=H-_ zjsXpLfs-W%8`(;T@XmF@ZP4aYW6|Jk#2K6vrkw595`|3mD2_8a2gKV9Rzf2W_CE6K zU@p<-9?yX8gWcQ{1g-A`qgeW&h2vOV8*7>^#gZn9{po49)B`RbZfE6gAOa z-6!Gvy)fe$`OG}DYEURR%z6X33cIzaiX6!bHJWO4%39}PqcbUNETl57GBt)PPqHCV zfr*n&Y76gV7e(wFCAXN@)sRp70Hjq?+%`{0f=I`ag_^6hz&WTZAaph&gc@*iKTC{I zF~^)oW_^<`m}sd7U?6xrYB@qbW(T2ehB<>~<>(Fef*`+kH-8 zS!M{=1$^hA39+hOJLCAZX?_|IHpKHji`uoVUSyB2X4gk)jzGiebfef~(*(u7lZrKF z=a8>{*&S{@h2^C&l+OgDZ^c_;Wq6S7}DIjESPhpp?qdwq2hM0!1hZy;NmjrVQ==faHSGZ`=+*3#MNBHh#Tax65B zbr6A3Y6fDCy__D*K{Al%U{y?p9*N2I!^XGH1O4!nUZ!RD;(QAsfb~v2Jf=>9eQ>5w?O(-CEeH>6L%gH zF3}_9F5}LC{C0?1mS>&L%y(i3qhg7tv1^S( zhZmE|zwGi1`GAZ$Cc&B~)OCd9ya-dKqXz~skIHfS|D#>I&y>nWYmA$u^0(xg3b#1= z`nzdF*v60Ctxz9pxGIEDIjJB;;orCjX2AL`U-VxDlcMHYd1@0_AdMFrLLA&01`5`O z`t6biQyJ&?gh>&W!9Yrjp>M&Kz%rFj6|2;s)p0>-EC^Wf|5;73}kVG9gEPjMdHSqp{D-aEfDdXb|gD-1~D zB_Jrp7S-7Uf$!Q&Nk! z4H=aEBj(QXIA*Sm_ZQm@Ut=pcdpL1@8}Qe8=>zi`%J_IV6HTSgxh}-PZ@=02jIeEO z4hE6LI=t4IkAMhH#ChNI^4U!#b&op1>tX+c>Vj2)_$o!t!0L}fXSFse&RY}A#5d+Q zC9(SDYI(`w@_g2=AaI>)@+9<(L#A9<JTRcPYzD$VxZ)Fv1LjXt>Xk8FiR1QG@vlMh25?NwMAe1LQBFx+) zh4NV{6!EPtAB#`;@9*5+W!$=p`{=<*;0Q>iz7`$K_(4G|3!If??;m|Q22yh7t!^E( zO4>L5AJ*P0s);xL`u&Mwql=1k5CIhdrT0(-M5Ol`0qIRjXaOQ3y{SlV3erpH9YRNX z4>g3|Lg*ookmTk4pL22U&c*v)%+0J>Gi%M7dDeG5`?L233haah>g25O=C|LVxtL&6 z6#RbY%I$?k=`Bd~0jH7wujgyz^Xx_RoBv@uY}(GA28RQZ&o}zoyu$!D=$7 z4WAp}@b(V(uxoJo3)_xC{ZNM>{*g3t-F*8Rzh=Hr9uE!p?_!1hOkT4n<$J?EEJUE= zhX+~36V+=xnnX_=aD~AASJfc5aaMO){Buz3=U-nxb}Vw9+BM7y&Yv;@ndVQ8fpE>5 zv#3w6;DL#Lt(wR`_A%a4D!jsO&ANrmAfcZ!riIcV(|5LRlLIVva7{nTcA^w(*%aR` zluOo!Qfv5$OZn6zDYSa!ZN1AwT8r>YJjhhN(hcqi$?e?F@d?#j-1$^?;*n+QEv3L) zb39L*6|DGr#4med+Bi#da@QnllvCz*|MQnMqN~qmc4@N&;4j`E#r3s-npFy?yqhfw znR5S!b6qqn)XZuxoHCTMD9O~oRKN!uJmd!8wIW-Q;JjkwUaex``aALP{{zfbvv0wT z%Y-q_{P&c5ByV?2RTKav@^i!WU?ln5BA@E)|1aeFio>FUI~DLWjs2}BM7J=c=l?q6 zYF@zte*M20*Eq_Ockt3E_e89ImWrM~7fR>Ww*Svvj@ zW-8TMDhs`l>$pfSe|KB_0l}Uwp>Hwyd11W456f8oef35SM5eq{hQ{Z1B~O-$Oey=P z(L>%i&VinP=Q5jfUw-6NW$~#+s1z1hnrodg0~4%-uWHkZTIQAJ_x=ub%A%EY>WEJ z^Rho2%1uBFojL3+Ha$a%s}WH(qRl7gt9jb5?k<-qKVyEN%6}nOgv4B2 zj%afSIxOB9<#^6c<3Cswb27#9v#M0%UvS$r6f}r`|NKNcGe7hE z82t8->TGx#NPov%&0hm=`o6K?17J_X6N=j?*Mx?S`s!s?wvUP&3N&xCFGOzmmQMSz|ci>4sAACEnB6%5Awt;NJA2o zuQY$op;8%6N7V<9cwPoR^#6oi3u1@8o;aObgY4@E>*sFgMJ3v0X=m+R;-hRH00Ma@ zPKR%d1;cFdZ^t6sv;6x?jIMFm!}^tdxGKG@FVz2H>$U}v#@7v>$iPG|D~Jv{B(mOo zAe+#R1Wh*EJdhPXJ2VYmFo??DZh#!5o*?LDbJ#K6yja9F4m(|eB%S^yJquv-t0zjU z?kDXu+0Lr7w{1_q9Rou7vZ^oo-j4BY2eqO-4tWBar445++0@PgUlZ^s3aHlEQWXJ7 z9kdnob`0I$bIo#sbGOTjXWQuszPa0Rxo}Z%d%=+OX`L)2+u^y!*%B$s*^Xd!P31AD z_5dAQa{>;IVw7b_|w?w>b0MU$8T@kms#`;Nnx8r=3W?twK9X81? z6|NcLYy>Wh**Ib?GnW;vg$eF#SZjJSX^$fg1?g zp3`vp0|Ioxkoqr@BA{9Jhnz@WKztbiM~KR9U}prJXp}>liI#Nkj_PMu+v0)_wCULc zTCG84?Uo?hiKZbDAOz;JG6QQ=8S=L~UW+)N^<**yE!CSYhws0Dji2W{lbJZ(&!s;A z>}m2vY>NfH#x64OiWS8$upEt)*0q^8A|`9<+K{s%xgJQqS_@*eV}O!Q?)I{zGtHHk z`Qnf!_@D;uQ=e@PI*D|p*`4^D=}*eu{`qwhW3%m?DFSn|#jRPs-f!zu1mT$tpmv zRM8{x7ca9&BhooiCyU4#%;9A{GAA%%3rgxb2c)0^2ouUAm#Gs|60yr&78eVjy zWt$C$16+$L?3IxYM*NQj_IszR^Me1PsxG%3N_nTnFYH^YVEYmVXd2xOi z&oegeO{ybh^TtXGPIxJwzGyH%awS|<)by9l;sQ>p@4+N;;agLENRquOPe6r+p*}x} z5ZtnY1kVNBX#ubPQf@E@>*j9baKM~_ZlktStXUoG(r&#R<>XBWI$GhR$+F!I zC04Y|eEy3*jonLl96RobL^)VsKy8cJzxj5IHw8+<>~X^@L=3!ugg(PgzBd<3Uhn*%z8;!zoB6VdBWpz+#E|^0` zIbkoWKkMo+rN9`MgLj*!5_BoOoLhg0W-4p@V+pXOw7`$F5HULTIzP(Yq2wt=L>_yp$ysqc<|&2n$9!1qe3fo@9EJ6QRWQG0mV- z-4xjRG{CixFdM$@>u>$dO`I*^fV7r@DksUydJr~x1+|P@miAByg%J01WytuZuk31= zlA$9(dDOhkN5#6k0~>tQpP^ZOz8KVPM4f>}U9W_r3vDGj*Xq(nCA)LeupADPSBq%( zTAf-%UwAneZm5bEZH(b2ATpTF5MK78RT1`+j(tsa_Jw?yV76ahhoT0w!m`0x(!3JI zk1c2Xxieu3yZ%vJ@kPwARo8825)Ls~I@W5Ef?PEMv{|4?^XeJPxKG7N{on)y?#!@d z&ZnnneYEg;B}3Nk|Af%g`pEmBC&6Qvp?rgNGCxPUzr9WHVaqy1e!2|uL`s@|OFv9< zzY5+ug;xOlz);!j=IaD!tgnTR&kr|yB=QuWcMd<3BOv1%_5;#fVI2J#e2>{KyFB2Q zAGaNH{s?xDUSS`|Ha`My9445wS7hU^yclTSySzSd$gMxc*i@KTIptw^p;;4N>oe|7 zZ69D~f(@c`+a0GVL-b5_bx7vi5iN_~yCj4z|9ngtVHs0*va>!re{u6zev-0|5}V36*mn4{2QIfsZQaiv7 z<~Grs{SJ5n=C3=;Jc);SZ0X``iX7|+JKt#nT+QfcnG)S)h(PDyg2fz^z~bkP_pY

&68;=t~D+8YdbS7a+QSP|agygw^sK$rrnXJOh&xi*jr0ts(1n;dnLjeaPTHfW0 z%bR@hxaqyi`~qnlL3I&4sd4B=Xe|yJ5}3hktWU7c;O82j`23`_X}3mGpyl>ih|HI( zKr6s+2G7>juB^ugxaJvB775|pP0mC-B`hx+SC7_nb)--h##j1;UhtV%q|D)dzHRWe zR_fd{W0f2mq}6XATuNOGKX%o1U3?ZG0z&1O*sZ6a*uaDk zcQz*i$UP=$=p0rGGlMryov?Fh-c~rtpBcNPz4dccTEHEUs=a0PyCOj0KRg0 z>xJSufn~KDeyDy9ts@TzCNF}pCxWuqc3&}~gUUjBx)bzM90+kP!B|zja*MpIe80&g z=_~O)z(QytR3OOpNu&E@JTIC5$WcSxmF ziv`Xh>lce44#-Zx0^>!Jcy`uFC~(OcuUaYG!+gj~)wdwIq2;;!J6l9_1Q$ky=5Kj5 zOF&TjQ0-P}gE zOvBx$UXECPB<#ebKzuHTY04mhr+Nr$gBrgd`;UCW8h0=^u&#mSqd2_)*q@JQp?N&0 z^X10S*;)j0SrU~)$gU+UV($P;OzH?L&g~u}_(JFeQ6IZ@&h%+rY5jaH#{>qN59KFl zGTET-o=2P$vltGR@scC6BMBO4Ad!{1kci={Id{x-S{%Us{8G!JIjE#uNGTCe(y@TBez=WkmGHCqG<}vf+vWbG%(WY4H)Toq%2qu?1RmN$*n&}K*lFr zR>Kg($i!@Im^L-x-S{11haj#7CdOI?Fd>0X+wp*-*`l_mZ1OU}Hmi+TfXw(F8nIb* zCn+8eEM-19ag1<~tCwDB9eO;6J>qfzYUi-wHcHvWovvSuZB@+s=JMbVwI;vO`)!}d zCo$WDr;pjEY|%_d<1iuJOlkSq6r{cuakbE}V#l5%z6YFckujzXEam(6jVs97tm zx(TwkU9|Yfta8#v0?RNNlpP>&z0<$A?N)b`nXiz115Obz6bUNTa}6Sn0YP!Z4mhwU zXgr2~+lr;sBfTaV=22ZEfXo8+fJ#oY6xKi4vj*9aZ*~W6>;Edm>g`C~y!RFLxnpl zAqmA_0mG=43vxt~E}JfKoZ^JS-{|h;m*9UkC5@vGJwebfT8H*`i56hGGyS`A=1q|( z%3t*7;szZc4ENcKO_8LP;fH=4G#yzgm!HG3jL4`5>E$*uo?a+4IeuMc?6`CBow?#S zMPRojhmjRSh0Lyh(>VTFh<$itM4%3m6Z+oj&Xlq&2u*!;SBevo!mg8pz?gO&SOo7# zsSO(Z0}k4R*YaM_ccz#Lh6RoIeVVvVCH@>^M*0maCS$+)Z&`~BS#5bA?2V?x@X5PP zLECYA!gn&a_ndjIy9fuoHy8r$0KZ6!%Eu=O<@`n_C62?)H226a!{nB5)J^~8bO;iz zPt0xWb83zAA8ty$7(d)o-%GjPw$gi+)3t1lr#s1dc9BS=_ld`-S9;B7YtW;6MM7pV zN{TdYK@WY|es_eaZWh3hWi6!fR9If2>7gxx_|v zzJqTEFdC9_Eff9`pOqt*nQbR035Ni8^y;O*qbNDqmu`-EA6rf)KJcX@IH(rfZ$1u8 ze|}gmt>`{Q4)Hsz2kUF%fU{7F;DUFT_uHC3E90qJzF&3ZG~?)r!3)xsfk|Hli)nVW z`tGdIdwMML>Oe!-kCt$eKI9nf6%eZ7yWn2NV)mWdnj;2<vUul+F6f8k!yBsOH~kyYVGe}|p9klZP5*E&(3;cqjL62|2cLgm*DdI- z*&Q#tYTbfO#&fVY5R%YI&w(#aT7pehZU$aoMKr((%A}k}o_{$S{=WH5wlSDK;NhVK z?AcXHDetP_m;N}Kx4}jNe$*|rM+&?P?u;oM>^tOg)6%mvLjih*hB%!?h^sl>^{sPW zT$zNefUEuFlva{F63+^&E#0Ky19v2TIF9b~crLghZZOV;R>NWME3hwc&&4fPMB;Y(bS8s2wK!=U8#++uun_iu z=8jU;-NH|RA~-%(%0qrfR0w4&%80A|o57rRP{>TOean2C$wAG{ z{w1%0#uzcZFd0VQ8$)f`@_>XzI(iKKR9ZCim}_XtLQc+v)C5p3K$}5yFqBjO#2UfZ z(G69r9pmd{u~cz`TkZMN2luIc6Tk_*XdR3w)q&&rvBMIPy|g-FV0L!R@1koVoJm~W zpiQ>4y?Hs?{u_)7A!$4MO>{jN>x6 zOhT7CUB|h9<6X9khS4qf61%Nz3_l{e=6Ji?4nGsA7gsk*+%p~6JsOS%Tg=J zT+HJa^g#wm25L(W4E1LJn}4X{>~g+f>U>Y9G|UeaIzsQ|C|FVvqlga^6&2{&E1Jnq zu8gVWbmBBLXe#S_(y0^wV()?Z-1y2#A%E5}s~1LpYQ@yLtW&Y980r<%XCqoKq%Ueb zxRyNV@GGhsUVbA?)Z_N@14E)J-+U_r+BkTVc|YnEanE@8{VO*Rt!q(z zpooYuxU|GZv}XB4$L7>o+S?IYQL|-N)mQ4w&n#N;lzENPa`>8aeQ6Nt^@!0{G`|nt zZLE~l>vnH?^q*bS!b^6j$BSvHI?I=qj~cdUq16@P-DSnr_3kL2@^kWfu{VijCB3I# z{iwQ~Sl=hrRr3 zw2sOp^p?%^q4*__O;L$?AVck$x@3gIH0VF&K^#7g5jckkk|@>Q|z`!$tt!(ImwyL%P(72-~;;XKQrco3+br^i*JD8a1i zLX{RX(xU=f~$hY@p%R58)Bw2dmZi?0wHBufvM+IUgP_RP>G|1Tjk>_N@X=^1kE`%dN2 z&L*}A3w<>_hOVU9ZzcidNsfQZ=4&);e(C&{5cr>$8K6J+}9 z+!W@){CrwyP~sc3as@S4X7RW32* z9+oSUFDZ3$u`Q~3^X+`y@V)^&%%Q<*QDexzweP1kJxEsFD)th&Ck5}(Ki)1|n150^ zD#TV}XztJkwvu%g&8v{`e)o~U<@K$Z(VJCw`gU2B6wma6DNpQ6cuP^0XdygZwKn;3 zq%r?ZUs&f{QGJ}9$YWbO8?(ke-0jC!@Wo{4C;|3*v=uBeC`DI+9bf)Z+-F@9Z+cit zs`G@}q#D;j%cB=%FlEO@ac_M4730#MoH`qF)K%Q!FRD`M*bAy%a5bPXK4Pk~sM(X+ z!lwQ}o%gFi4VM0yY(_8MZ69scb#+NzXnvwsWoAL)a!Okca?Y=3U!*kwI+y>ggohR6 zslz3!Wv5cjnD0BgOfi(lpM1O%AW*5JprO`{SMChwv7iyir#KE6TfP z&p6f4z?u2sW1pF$6d1rFErIJ;8(&hRnQanZB*XWi;>6XiY)uN>9CIYooICnR2y z#|ifo-mQuEc1=RFP8&99mQ}*v^I8r`(NdLBMOV>^j+%xBG?dk=m^GwUFr~tZU01T6 z^MK*%b(#xL>eN5UGVet#hC`ES=&Q2zL@DaMeTF#P*HTm9Ar%JpS>=F5| z@S&>CcQ=_Mi)?Rdfy&gX3!HPknMsCk0Nql@&G)|yMv^}%wY@0+?q@c6{fe3g185Pn z!pwGULh$XF{*rkPI_Ggzs=JK}iw)=ZgHL8=QSh4TGC4!DbP#X9>x92neV^gxUJ>)H zM}1{Uy~aQb>Bpr*sdbI%w;vxIXLF*4-a40>I9QVp1w3&v&+Q8*4=c-i2(@$7OR6)7 zo2oW)ov)PLHNHv1z~nbKCiOnq)m5a7VU#j5Zm}0-qE%C$e(Aetu-;r&1^O`qlMwDU zegwTsRp#6wmD1`_QswrP2{cmtJ?z_zXe+FHdZbU^TQDbVC-CDpjPu@;nm5wP^w+Df z6q%hXpL6CDv$`_XLe?bLqP3Y1x@B$gvu|h|L)BSN<{w9qrz~*J?W84kXIaNe(!#l+ zHa5j&_Qve?a0}a;Pno|eBf{IiN4;RPK`Sf8&VLuZ&q}IRkP?gSE71|9_)u!{#LzwC z1wyE){*moE%bUlvhVzCmNBgEqo9u1irel3#PUZbE3mtzdlZzWeK*zGjRC(c4@A^>l z^53ZDDO}IHq_*0PGw5T?%2iAx7~|%N@$n^PhG@SaPIe5m+*aX%J7<}Ad4=7}t=gLT z{{*ZSV;?Q}|LigqOYOM*)5+OI7G9A;XIK6^S(#;~UT7~kBQBG931{@LFY(gYf}hmrZ zeUGjgxI}KaiIX5Nzf-xnnN3YjEZ65Yl@BQt5m668HIydv(|?ej0scb26U2Wr{wdGU z@BFSYO5%HRk3U1A3M^jk3PfyjYbt6TWZT>oYspNtkQqLBV#fVPLOS^2WZgSSX>Wa9 z;$07&51-H6&v*jt4*;Io$Jn7uu<~>@UbeUGP*m}=*kp~)TQJ>(Cb*M(m(RO`Uj{a6 zmO2a@-OAf2J(=91H@a>Z^r^3H00}slO$I(qG-GN7pOag5Fn;)aUr60#^|2w`;5W~Z;p=ygK?#LhmFrY`e#zc z(gKLJJr>;T{48&3fmj>7%S_!~SZE8d zH5p-4TY7-aVFsxV_`((mJGdO;N&TX|FYJ=gJzI+%)>D~A{t^(W8B;jTV)^w zv!?%EG6gl$0zsD~dGmm@u!|7fKS^p4SB9d4KaBzU7jIMV2JiM8X%+c3UbkXrJbvUN z^%sI=y(8FU|1ZiH1h}|*1paX8W3zSu^LEEvtufHsFO7S4@&Y8<-*~Ec6DYPx93E3y zSOk3w$SwD@tEZnA<^@{AspiNY)gH2s2ld92+KGz{ELn{%-32?p{-p4@NrNUQ)|Vw4 z@SW>pmwUu1=N8~1bh`=}+bnT>X4R6i)VO^d#c;r;f9U{LUMt{p!*{+Al$#COjqqxz zXg^EqBhF0G$eyP*(2GBuZa+=HaAPSiM{brLnt17AG1AnR7cGT^7JR-D5-56^5!ymJ zT3a_mV@r)%fDSe(@Cz>!k*?i-bOFh zp51slS$ckUyYVse4_R4*Q1fS5zd zpt@!=zlZ${Ke7n-Q6B4TtG5;GH&YX3H0s>4I_%z#Agq)fqk#aFJpwuln>bNe-Hd_; zpRI29;$t-ei`qq3XR0Zh*$J3(Beb|rFqW&u-OP7;pDL;$+_LF2o)r%AHTNAHfuMX9 z*H)p+SKGN3B`rWR*x1e-+aibr>Z#L0VB+js1l5AWWm@rCh^!WfImz6bFao$-jSzHS zBp45j!tV6;*MUx{b+$etQ=0p(^LYyG2IA|Qe|Y&J3)1Pm^~4gHz~@*K1uMh8O$WGnFv*A{!XrJ^uI%E4)Z zR)Wms7($S6b)s-AjzkkrRUuEjmIYx8K?9ZH-LqN&HTd&wrbG4_!+AnsKlq?^J&D~1 zSxX$u;c?;x!9E8&lWH0k{@@3jsd{7B8YMi|sd$kfwUNlT*xXVdBD}*YN;SU4ciPp+ zd?tthY-US63Gl#D0N8!c>3AVO8&7CLHT}^I?mkG;d~os1^#KCRXPi*z3pio9-Uz^QqJ@70lg;+Ukj<=RQ;wI4i$FM`|6-DUYSX|$o4JtOcUJdfv>H|%_Mj=k2G z)Qm?M0GqJ(rGn^Sul?QAr&#nXVdzvqE?E1tTaJLPwOMZY?6EcrSUko8-J72t z_jrvFUB^l5yUpvxL>R2?Dc|5bQ{Cb+eWvZ7MIvQIBER$%U*?AiaSayi^9zH$D%!Bi z*GKZz_%@a>wcZIj41!s1%j9g!jGYF)?|RR3UotwY%y{PoXz=~;wTTf{RGcnwvnE3X zR@#_jomm8@6LO`y+WA4RB=o3LEG3n&X%4Qcf0hIEYk188(dcgrbavp@e6|$$J+9LY zC{Y%dW8DA??c7%Kb_h26uc)4^}ZrlvKG0r@x6%2Ub2dOWS}XXcR}fLu-r(?h^1?v7jAbYc~UxAxb{nd z7$?S;QZWM=>c#}a1b6v%>L_q_q{nwPr4Vaj^_{tAx4mQE)avhXMIB*Rhsv3>cLA34 zLq2!(AdZ+U+MSMN{@GZq7Tu4(zGsom+-LqPBNu>e41KNgsK5aPNek7TE!n7%-mjAX z$T%3-#rb;tY=H%ISN~ZviBqf3^)#>m4)b9*EO!hBkMi8ID5Rc7v;)5_ zPquwx@EMR74#QAzp{bvmOr`Ck~+CPp9uUJzmB0WQV)*PbBAoZFVM@~0>7vqg@ zYc+cNEd{7_z@V`1xu`deAx0j5$r4D8Rny0vW2|#J2d3V<;pI5;suJt>aV@+2*hDw* zyHh6X*Qu}cFNarNwb2Cm2XDj!O9N=A17(mKGkA(ndhg+)TTd%n zr0l+V5k)bySETed;iWwJ>X3WO5ZUX~TH(`qel>6Y;5o@5Ve&V8vyx*(yRPg=EYo&; zc9-1gRLu?0k2!Vy6ZOHC=yIuKpzl$MV#*nNRpv*|VYW+|=CUmED82!5D*LIA%MQjV z8GF*-b6*H9)CP5zIfkO_yjHg ze{?y18Od*-d$gU!ICOn^wq0xBOE4*VFi_aQD5_HUuJgl)ZwlvB9D0nEN!4YF*7Nnq zZphchb9x?`bBW4`aOZ-VTa;B1WDRvFM~5#rOS6QM(#BXSRT52{IK4ntL2)F+ z8Tn$L>~%%$p8;je!{qN3&m;xTLV8Po143n`J563=BMQNc7xyLxaBX@KMgd9jMz%~< zzZB$%ntPH@03H6N>#EOR8RIQ%xk%AzT>b6Ny1fcwaqsolCCP}B0g$<1?t8+*GXY+r zh^iEXFzS{otAKQXtHeoJPQRH*L{`}E3@|pIARE~x=Z&TOB~{s;-i?|xbBskOJ*}CM zjBd(YZ>V1oRR1ot=??1MHEKy-i^+N*~Jb*HhnY?eWyr=`o*ZQUI zHD!yUIF(2x)DI$ZTBx}fG*nuH)l2`J{ z*z9MR>n~5NuAslZE*{Jno3^3P|FCX+a}@$39L9WX-Y9LZ8wy#x`@m9F+7$bvW{T$qVxVneW@<=5!i zk2UZR#t--0a=cbsqtym=RPdSWtFzi26g6umS0;mgdX5H+2&$==CXrbVXCo)CTTKA5 zo(tWqd(_|Jo4+bewYrR>IyXM$)YCV+G3-A$Wsiv7sD=V_r6x$vWIhi-;({~vu(uSY z#+7qUWYTPf#7cMhE+b79m{>zYbrx*)>k*vK@L*bNF6pxt_8LW6Oog*T-96(HHq(!q z^f&9u4BX>1o#f}CDEVWY)Zca@ac^?;?z_x!-K~rDc)B#3zk#A7piC`6FXi>uXA(bN z&27*8wy*l=DPcf8Ws<*178dCj<${?!seSCDCWS@EfXSLFoVZYQcZ8!l-F^2AtS@1K zw;1_f*{P0A*~~&&jSQtN#*?K%bIxaSA)SzjC^`*sk%Rk}L@9aZZqu`yU&Bc9I?gDI zjF|l$F9np2>c7_yBJ6Kzkk9^@C7We5R51BBFJX}2YelD&2q;VzKTBbG?3l6FkzKdi z|1(U5*2c26@Z#M*WcmlC-Xe1QJ=4q|2$4ALD`NB-en37XD=Agh@1 zVuB|VkYdgR>T{|PV+4J)_uzG13o{K^%B-a{J{&Gvm#V^F4S+=7UvTs^V_ z{L=(}7WyJlKkahDE4Fg9fBLdBovCY=khyj-$l>tqT@`4I?t}iG^KW|hE)T(SLXF|9 zhha#r+4M4lg}d4OKdDIT_(b^#t_HclyNB36QpflAG%2&CW{3~;TqVYOKZ^eP>=F2` zfv2BIqhM_6;mxD+mhE4_HJZq?riuwj@x#JxrAE`%V8u0CwM7*;o22mrq( z{Nb+=#tKQz>Oa0K1HKa%-IfG4zIkuj&||90T4B7#TB=&g@=JSyu&i zuPWIX3SLF%VmQRsr1b{;ohs>;PJRdVusCB8Nv2}@;kiD?ZPHqhj^ysFg7OE#b0pI* zRbfBr)rlY2>lPsQ29f%I-@DjHSeE>rHCZ?Lvg?xzi`IKRfma(UH?=ydU^O|I$_!sK zDts;{{KF;}RqgRKkNz=hI!14tEA*KVkw3kk|Mvp#qUJ~A8(gew^|J5Td#&$XvCi~_ zT=K+)-yTx(cMok7SIYqBeGw{50YqBkQ2YW)!xO8*2UK zKNt~Hn6@5wP(?DOx6LO(nu1x=kqeion2`T2YTq07B#u~j;y5KndMNz$2DF-WBRm{1 zrwgY7&aX6vm)&OZ_i7|Zk&7tcmmkcp2#&9M>Zulyq&+qQvTKSL#7>~h$zm|!R-Urx8awzX`26;Zb_!a$Q2sZ^e=)Nvpj0Y84)zf5Gf(fBu| zxu9(NzQ$OXvcy2}$C5~kaq|KHqPCNaaI-%YV7)vau}_&_buKU4wrZZPxEtziT-WtU z1}hSWyMAg{8Ju|cX>-!1lymud_}aKXg8psrq!N)^^u!RDSTA;-SN-dQj9Rc9c@DLx!f3H+oT@+PI3XK1{r>yYPmTH$nU4-S-M!X- z4OS~?Gd_7SVyH-Q>F!QU)8+e?evDpA;xheS{ry2s@Ta?_Es(%kZ~#R$a@kqB1laQ8xu$R_XLh&kc(eEEDGt8@Z`~DgQl0bhV<*M@digKK`EXHP^xdbZV?-Ug z-(=r+9TK4APnH5)9KZICb-zX3ZzVSsPi5NpPeQ3@-72oc-gWIEB4DXFlBxx9>ksHGE-{mbR#VDa zs)FYRw_%{B=JtX7loj&^6INpm$vK}MuAN9CgUt;Xv#O& ztvuW6itE$>i6m>n9<6szzSPx$eGd=Bj`1tx6=l%97;Edp(1pb53aJNgRx%HrMTsZ3 zMBdH6WO=Vt1~@vxu5CYYNS>LwxF{npVPs1+5Py}so8ed*d4tMjzz>%S{z7L{YLj+r zJ@&WRH$hp?qI>(z<-Q|Qu3^Nz^P)fibJ3-*zzxJEW2BMjpDaS4aRQ-MyFgQzFPF3l9><7CFGj_A&p8!M6sz%-svr*%d}0!Jgbq2Z=`U zBJ%D1HCR1grQchKmQSS2mhsOg+r$IYy9#RlZNZ z-$09`2A>45)Gcrb3T&o_8oY@Az;vnHikSPc%$>jHbRQc?on#tv%rxZ9ob?1 zG`|-8I-7w${!iZA)vam|D~eE|KMsu5VCBx*P32sxDlLqGi6?HW^D6gtCl{W!ZkVL1 zjUBy8+@<^$`S!`PUR~N3wkIZ%ko>jO_K%#D5{lB;FJK>x?{!?+XkiOiz^{@cX zX@$9FGI_Hl6G80HOejz2P*5C}k3%pK+EkNItC9~~W`2SWduf@)5Koh3wYrceLDwZ# z_EVyHtxqHdfo=Ip5o*hs7#8uN>*bRyH72JC&Cb`w-bu^$r8kC^DQ8C{-+c|OIivT2 zV*HxN{rc2K?(b3B^^rMJD{K`IDqd0+Gzx072!%H#lx?X!G#uYoS5;HHy5&W>GzGP` zaHB86sbek@6O@}rl{}|EqR7@A9ayN6UsN-7S6mlZXWR?f3aMJjpCm{)cPT32F9p5F zjRao7xFQtn{IL$Eb{vedk*i!wy~EG#{ULuldK-Q^znQ(=xy-+Eb#wFievIQ*6$x{X z8LlGeD8AGy6EfI9jQMcuJyZXxFKo=JXIweako1xYXgafnA&yds6nmb*0r&XV4 zbnBnXD{JIZVjna9OGHD0$38F&#Sq=-q(yHL)V`ncORm7syu(4HHy0{9hTf!(da z3%1kdx$H3044;v-EBv?!?Pt@K+=v-lNLoM7teS+Sj5n!_L7^AF2Up$T1?hghlOSu4Jx8`s2qNgAx)Z zQ={J$-7#YWecP|bozQO=esJ89)lr+m)g;S*YOU;i{U^SuC3fTmOUl!>C++A_`JZF5 z_yW|6C)L`G&%Y0cyRh7uvh|LYS~6L_TsxQ+MySDLvMdS zpM(;8_Ke;x+oB{UJnW_=zmAe`6oI!-!-tZs*WP3*m<0H^0Qx?_We^SNx+_| zQu8i-=sSR^gTW5X_>;gpR3P@dyu|iCZzG;vYRCiqoC9JSqt30zplTDklbUhnj?1mZ zO_eT9BCa#w#pAM*M<3{?*1xD+mdl((J)2H?$b3JNQgJ%LBbRcCB1qROB$=g5A+Riun2gp1mQw10ImGfEKNL<=?68Q}9vB19)_OM~2ntht}q$(#zm~C+q-P!dX zTmPWU9A;_z>d_G06DnE@OPkwdn>9USIeiy@%p!A8-Gkh3v*tn{I`xiwRd~O8wf^6g zT=~Yup51*ov~E+fnbI2TTZmiy>3swi+f4tPbF-kAjk~EfR_Xk5C1v}YFy~}rm)qO* z8~TVb#AlJPftZ$GBL}XbC;Uu??*(GMKM@jZ-O|5R_t)IDJJw?E@Gow8%Z_48w+!l2$Ahzr<-Nx6B4E8L^?y$SekE-&K02RCOC0!;89_na@FM9+uqDg zgJ@yywUds-I2E$^A0=v8TVfKEf4##!mT$M*w}=Xx{xJTbY1?vB%gTZ6g`L3+F^b#e zeQ5cW(Y;sZ%7&T!5}e4RSaI62KXZABL96fH4C{u&v=Rox9chLHN6~=ac9yoD;o=N| zPbQlR`eZrgcY^1?MbbUg9K7(Nll2%^{m=p4^1i5qQ)VPu1;V9y0 zdf>6PboPekx%Pk2i$X1z1gGGE7G`9is@3Bgjx_r*I1?%2eB`@B znXhp&`r39&j~})`nWW+^8Khx>PfGqaWVS7}#H*iWTk=1o?;}FwCU#~Nf;-HLnfGcC z4Yxt9JzZ1Y-9YHD!p*UD+1tvqoR04e!uLF=zZ0`{gXU^zZr`cnGPk|@O?rSOQdr-7 zeS)qr;BbF*rtH8XIPmc8&$p{-_WNv&&4S>+?ahiuHQ`RnP_e1+A0pgwP;jUHF{U?`dEmz`iS;{D0 zNkIPGzi+^+)Rt31Kk&Tm&_eD-G_+n4AuWr&v8~j+6TSvp{Y#5({}d#J;r!N_4Yp*$tp(PgjNGLE4C+8n!avk3_mrwf?R-~x*Duei)5%g+k*2F$MI zbJQ%5I{9lg>5ER<9aUJ6fAsFpvfG#3?7!R99m3AgOy2#qz_vZwFanhj`*70Yp8!GS z-VS~;5#vFkq!}v0GTkF?WGP)6gLAkGdjDLrAmPGXDl;aikO7sMsmggagigQJw)p*U z)~;Qofrja=*p97dH zQzZk~TU2r)W!`Ll^=uZCWH^s;;Crh-`Dgc=SPQMi7Nh<1&tQ8IZvfenNkgOSk0?cN zA>h5cGVkZES$jffGe$<}>eb3c{^4sr<2ub+*54dQ7t7I8G=JXl<31QRy$+WCX#Ur* zhx*<=o)AjIu>SocyeeUl@Ar*So%ZK~UypNyEPg$^H!RJ^bS3%mzT@ zrL&~Tf0AtOX*6DJVG>EzJxRX-+LglA>Mn<`lX(Fe!R{vyA{FD3u+V{zj!_Nfw43%U zE5!+pK*~q!#_S37DWDQm4?EJmNxy~N_hZ^kjktL>%*yt1wTFL7wdqvj ze3c#Z_wyxtvi9Gr^+-@YiwJdco%FVBMEWA`Mc`Z%CL({3h8pxySZ9V0dPMdqC7A&@ zZ+aWFAG-LEXQAo{{T0)#S7ppO*Rq!F_TSC*V#e7L0mYe=JJOE?FDv@9FlV1RnL?B5 z6$9@H8rJa)l>(O%(x!vo>utAoBsrkdptCms$RdwJiTVtAkZt!?;+L5bi)yl$5Ke;U zaz2Ak!|J2nce}k5!rB4IPa6^Ew|b6*pE(OV%4Y;Nzi*4B_9j$R8AMxl{X78*WVQU{ zI0W}{ap{5H4NB6tK3Vz7^vW!i6#S3(J3nq>>@YuUt>plyPKd1{xqpLrow7eqSx`&1 z7>~;FHO1~r`-fK6eYVl)QTDTd=o*N0QyDc77on@12cD_{!E6k%WiKbE^f~!X)R#JX zv9AXhs&Bl#o9WNqEi35X{rv?q16u9)TG4MXJWw-N*$R&}R556gCvMX~wx!(YTfWL++e$mhn6* z`pcFs^clq>-Ei4Qq@;+^&GJ{+7>k};RvTKw73fwKZOL`Lhqe{eHsu-t-Ov9sD7d|B zh{P&Xi)J`vDoZ}p&gZ*jn$~&5yP4ijC%iM46sUx~5^%Wx{P^EY^M5mHv2Hhc*Eoz& zd!dbAv@Wo_UWwO5=YKMxa_J500za0mkCWI80EUjH&P`YC)G(r@(eq7;FI8F1G551F zzsqD#>Yk>v1ekalX0C1haT-e^tFh5bB?ZQ;#&!8Q#Kpew9fX9tx@1ua*wPsnUw~)R z>O)g^OkNiwB&n5acE4g}W$y0haRHBNz+31uu4{9U(xFR z57B@W8ydDw>MGuT2$|&85?Dh%VB`s<1-ANiwsYVVSNc~dtG6936B?F{Bziz-NZFZ^Q_%U%)8F#e*r>3 zy}yRm)0A7Tp611B?#@rDi{dbMlIKyEiZ+&f-}%U;o*4=?n8g*egRy)n{ijdBc5HYR z_N;Jr0lPvD7+ok`|Nr(LteWAzuq2$6)Kzm9LJsa{yC-0T)fw4}&%b!1>0{^cllhLA z#MZ#`dFv4z>+X7X((Es$4dhJUeCvSAze|exzXOi!W9UAkXla$c34MIQZY* zlHU@CIu#Sb!277VKYf)Z);H_rt-YJZ<{l;vr;|oV+$a}hT3~7Ot8$~cIcS=@e&S6E zJBB*zTQBvBLS3iIUcFo;%;rsB)D|tld^MF15$?s{+%Ign%|aG``EU7E?;nq=^TJ^q zC;Xu9A%~dWh#L;gfAw33h!7_!QqO$)3;57(v0M401yip=GcT6PL;ri%arWo0aOU^$ z+4)u%h>LypB6*J#CZ8cJjyo5Ek=Ui{3s$BCN+-d#A3P(_q|jb#c{L6THe?RJyf9p@ z+4|+*dCc`w;{HS{2h}+o*DiF3U^G)SUI-4wz_nK_&i=HpP_VU$VS6m5Xfc)MJLKZR z3kEa{n8SRLO3U7u39Re<8qW63AF_St>W;AA$13gPsk>fuLUG)`|63+)>sr!82DuI2 z$DSXdg0v>$e0@SKP9114IG4VP@{w_;iq&6W#=S4EYX=M<&*X@Z^&BmJpU$qG)7XaQ zlKk6N#t-8lz5AYmIxP^sKeA18sRUA^*mxgGsA3ae#cqv&CQRl#dQP>b6ziui6~B#2 z#(o1si)>E<6eL^;l+CuppdRC=8jcQV@RGY`IzbkCIN0Rx@bzKVzS~ObV^1*qA$7EC z_-@P};%3m3x&j_&4j+7PxD~5gzYG5^6^D}0^C5Dp1z7Y@kX`1pCS)D{wIZP#1Z!_% z(&x5{Lr2fhC8`@$FhHBwFhD_p?fkSf7ABtvTMi!F+n1tBpuNb^ zbFkuFV(?p>K5_J!q1%02xOJ7Ovg{5{qw5ye`|q%N*LYl2fD8=%RCrpkD;}#{y=~q6 ze?Z~jSsl+?-yl0P(&rY>3fL?h&{p{P1JFD4Wc9z)wSt?fahX1akgO-+k;bXCSpImSREZqq}dz?_f&g5-+KT9_!jg#7yG8 zW7o~XEjbbEeE&b6{((B5nK#iC(8DjPpH-KMlaDrR$DcuZ^dEA)tV;xnY@VG?$$x>k zC>PWMMi}^+Vn@g9cF1<5-P`rM8S`oANw#J= z`fg~~P`EPGDLskk%3Z+}neV}us;O{*YR|Pl`JeX>bD%48Qz!#5;w`^~em}rsoqN3N z)D=6$W|!GMABR4ji~*yM>+zdLQ+;B%6T7`O7m6WC&!EBaWfZ0`A9M~7E5zxjQ_3Ad zk1_L$LUyWw3S?Lj_)R|*g4J~r2JY|yz3FV>C%WS4Xk>rAv(3-M`yB+%u(z?zY4x{s`;MWt?wK)HJ z)4w0*WJ7w6p4@|z7o1p5-g&wnAD+!gY3#&AF4qJ4R0TLCBk_mBJ^`j{dg+uBnqh4; ze`Qh39J39@PvyQig4I1tql)E9*wt7Rrs!=3-^Z(C9~2v`9_Y|f z$DF2eJ7zs~EL~2!K(h76rFo6Mo%8veC^Ib;rrjBRwws0l7Bl)K@9;jr!51vrl$AfQ%W-3okUr$; z+?$EGI{NV0ACA4GslA270`0alk+-nuU%wt|i3tv_ zz0Cy5o>hfCYUiO*@qV*~jyQBx*A#4Fjl{`>sosRkyC8k>21~77%X(bPNWG*!PJL z*iFHHD10x>ecdXxMRN;|>dUCV54?>v6Y3iP9I?<)J}Ef`b9KhP_liwJlZW%cvn)cm z%0DRmdPgHp89q6dMm~XycF#_?|MA0a%4Ry5SNynGOKGf0aTMz=ZSL*DB=Y`5G9?Xc z-Jq$#b(p8EHFx0NFjNfe-ZCV8jlgN(YD%-O9fySX-MG~80((UJJeEd=Av{C6zvUSh zW@^)st4iH~gxgn5G-)4TMxi@J|D$Uda_x`PLun!|mR*b*PZvigMM1}(9#c4R5+^?d-2L{x8l!6W{_QUQ4w>k$ zvrDuTE6QcEt0pgE(k|2_Z=Av^d$FyTFZe+Gr_&|s=J#-Z=G9K+@^-}Q-)NXLPGiNy zQU0KG3G|IP)NlPY42hJ}wS`XAkneUhVynbHEM1cFZU6ipLQD6VvZt4TUqF%jJu((7 zmp^mv_3wHty)<-lXN4S2JMC#~H#_4W1z=D{JjyERDJG~0E^rH8 zhMXgz6ek9QG4$&8uOx0pj5kj|KL3Rpjoo8{*-~yo%388zW}X)ojis6M9bv;ZkA2Ty zE0VBli=4o*b8)zo)6!~waSj{QHX8gZ@b$0!WipjhSp2MUtNu|t?7G7LjG~qcOH2tg zpRZ)&A3?ZQ^7J{BFx^nz5m5vNWv@qadP^Yr@kJZ;_*N_;%_*(cHsCMwto~MxegcKv zzk1)m(Jvw?bdy-yOtQX^01)rS`o3~G90Me&tb-f0vBLameWd<#o#p~H-9-jBfO^YW`z<1Tb{36zZ5&qk!+ zACRE(DaE1_y2g!O;xHq&5!k*FScNv^ZhLT1pnZ}7-{OK=jfGd7GUm|Rm!_F;V%{gl z>pwl^u-Bb;z+L${tXU`s*pTHDI8PfMF)t{F_Vr7tJR%7RB^fnGI+KZHZ$Cv#&{e}2 z{nIt?mX|ml>vLA`Vlxg|vYOGE-+_9Uf->^bIIyygIeVGu8G$1;nsK|YBz#yPS|0n!3>BMY1um!(SmCr2`;7Vj^?SQ7 z+_&_1WyQ8@oJ`gxh*deEGRCydn8o@$^U5kcjw#86>^ZjsYa11JMajH`0Y|&Zvm-mP zZfahMT*U>#S4)f5NiF2ETS!S0^>LaX@4hqT0pG}X&p*aTVDAA_Zym}ozF2ayLu+|7q$ z(d|a;H&sx=@{%X+SrxQEjGewQqv!>(iy6a_RrZ%{x*H6 za}2+~BT}C`@^Bsh=r?_)S0Jzv4n|)WllfoWBbGrgbNbJD%=!HHO4tPg6iOzIED8Mt z((=1gy~l>})}vPk_uij_xHCgvzSIAO?iz}LsyH1iYdaG-TFino0_^RrUg>Ic*On#%6W2Y zTehU);;*@UX}Jz)>9%;PnPLi6yKFxt|9Fr2cbua1r|&=`m6v20T?7o-r%HIM`e7kg z!G}Qct3Y~c^*Cw#9JGF3*zzca1sVds1?I3?Ls!@VQo$__X!vXQ@cqj+Xr3C|omfNU|WWKSJ<8)sJmdZC9+KyhSdZmV!SFY_YqX@v(Cwm8-p?~(4=F-BR(`o?%8Lj^(DM5saU-4`#ff>+sG2zrrmWR-C(#d>Z&sJz(>@_Q0 zNQZ&eUn1SrJeW~@wv1g{8ydeAg|G2OU|%Npt5-~qpqbJ^x+y0J*XWLtdosjB>xD2i zqbzr9+H*K?I%N`4n&PAq7V^M(8Nf z8ipWssQZ5$ER`5J=Qaru%;WU&cbT!`=`j~+sXTCBn>&B<`ylkvjh-mmB?x&@t@^83 z?bvRA!7Q7F4D!vtYI??$0!fceiH*k=nkl{;r*O856&89KgDp((-k~zo5l=H1>JG8zRNI%{^}Tmo8`E zMJ73s%4TCRX%e(B?4@F*NrlQETR-vTu|OYpVE4 zkzgp)-jRYw6G!qZQ%<>8N(gu5zsY zkd24Bo7WhwZ&k-$(G9sI1$I!AS!%4lgt~*z_sm>ohB@xV&JWkt@g1iG1-G36bZ?zq z9)c2Vy4LEEKV$(_G!p%?-0nCYuzsyXhcMfL+od5x5<-1bP!|FCG;xXjLvIC@2X+m!xjb&4b@?`d$M65w9ueJXe;dt?&nC zd~Eh8v+ja~asePdR@94WH;3-_qrYL65xSnfINVLc4f&snnO1aUvG3fW_GO+l zthv9@mVN?dr7{u@iTTjrd}b!(#xtm&7~Q>p_zjHqmFfg$(qs3pclk`|;gB?P)lH+G z0{R0S#;b(t2;?TC8yk|L>t>CM-SB;EI&r&;|M4$GdIi$Y9vvuG=1?f%oxs-V_4K}@ z0+*Fc-)i0W*t4bsLw`=EBi8{Jeuxd zSJ~DwdGBw~qP0!6k}DcWj%jB?70zH%UW)2PiT%(bc&#=dtQVWRR~=FpXrWfiE?JD$ z1t$;x+bh?k?7dORfdabwm)TwwLqn(1oAI9^IQe`J@7E8~kRQ%HwR7uH9F-jw&+t2j zt?zi-e*fsiy4W%|SwRYDeMWpL`EeDO8_jAh3}>MA$H~?qKWP{ee7BtG*9C2sZ{`Ia zK7-D)XZ&CMeSx`xcgJ}6$8m~$IK7m&7+ntEKd63wC)80W-8iAW49x@V;tq!_q3!zo zmBq&G(6ueCu`#EFz+;-t^l``%YjZXW$C#NOe3w_U7-}20pJNaxfzCbBiC>NnLt*5< zx?S4!OYHg=zv1NUkKCBNTTnZDI>h(12QG|V7}{}X9RJS#eLqeSiYq)Gw{23D(Bn{n z@c{!y>>XdI{N2EdEo5>je~!O^DXXhFhvL*>#!qbEJC_)c%9#fvt_NdBtC)K`*#bP< z{?dzN-2`0^CvU&_-T{$Qe?-nb*29Ej=O3A;h(Mj5?aunzc4*cX5SKfq4eicR>f>iM zpgv$l`tZ(l82q_8utB8wMouiz*aD4?t2Zrc*`YIa<>X|yDg=#8gyss;VV8Oz<-WJS zvC}MTVYm1ZsJ1EDk@@%l)UQlb(Xvkx$rRp}5l=Wn=NiR1AAbV0bSR7;+qn-X<8?a) zbb_%vf6@E+v2WPwxfcB7hy)bM*^_K$*7I2FVPE13EsT-}2r(;}Lr=urSlhoL(5w(K z^!NA*%xX$_dVgxdxpP+7Y*fsa5EG%zRI(E*ZKK4v%i%HUWLASy`M4K~VL&)O_JZAI=An zt^6|6f%N{%S5$Phu}W@pzbqEhMj7acgaV0p&!wyUI8L$mt-M?*AX0?wmh}%NCsJn1 zSQjuNwi$@kNq5%~sYEs!PS3DcWWtLost;!xb+RXx7GcWxRYu}p6>L1m6%i2Qf&Qnj zTFxPo_qY%1PUc}) zXAP6!7aJh$o62}`?*z`dZZ718yqH)f1O zZ5mltsaX0%{%Hc=XQ*)*Fc*1u5t^qt)MFb>u#&ARllO){&V6?Kn-HRfbKf@u8C2yz z#kOTBsNa;2Jcs6ztA`J-CgR$u0Q0K?%h)$;{@~)IIMmYkW>*)k=i6-^!_+w`7*T&K z^=Q{wBn`#MOUX{-%7zTVq7awTDZ3dfr*URV!&R3_e?9+XdySDMp<%c9kMCriI2jk# zZ~z}-D=S{uR}Rqd5=-xVy#U1&Sl(4k31z;*an}u~aW;_d-D}HUC^-Gpw#7w)z}_#C zXb~HMm7C)WoG@|rOe23!FtntSpB?kRg_Y)?HwN>t=K7|P4Xb7pZY6}C!EU*Kd)})r zJ4=MozlX-&3(HB{_Cb!{bvMGreAHIDu`_5Olfd%q?r&Ng#5k1^?flVu(328tSFg1M z`)nO};?rtF8UJ+uuM##+%0p+G{vlRrmAKpec03|Kq*!JhQa|M@~b}CcLJDra881 z=hk7UjgX6cypnx_Wlb+e&G}Qmu zepc*>1oX-&*wKII!&Vl4x&+E!IQ(hA(CeH7nhDIm*|R!^&DsZ-gRcr<-H|KWT6|9- zug?)G-VkD7D_`~$p;6&&vo_%92eGAHb?ienq`$KiCGe1RLA+%KpN=&b z6dJ7uUlJ+!|LGz^4#um+5dT60#kKFvS56REEJau+bFbj?u8njpkIRp*o}Qjlh4!qE z)gnpi*s(bl_z80fn}eUQ+_SL=c!{v>T+8TXf*Z81RC{yoZ^LHY=wZzy8|)Lc;ag-Y zgW1p=tHr4OxFB=O?X~=2oLMS3#B;|OO4H}l<9+KPZ^bEY&Q_Gb-pQNd{j3w(&Ssrq zQTzfwCRl!cmJx%lzH+WT{fW@4a%lO}w@+AfcSO%WZwt1`=T{5UwE2cVag-g)7I|ipr`et zLbJqEXmR5E$Z>fabU)kCbdGyF=I7ZaMqJ#1qg`zix6mFM7iz?}wV31RS4Kgh=d)1D zT_<$LXAD~V2X(c~2cd&y>^sxzy95>vI-$A4j{jfxfUejEwNvzWpwlIiFP^~!>zxi1 zn$7NmP%#}7O~o86=SeYpe2@aWS6V}D{r+Hy#YZo3gY%fazfiYA^9qy|J#~oi9*0UJ zTaTxzLO5!eve&A05C$29#P4v`L%nO&;p@?-h-8Z_-_}kDBPrRD?EIV_6#68yN*`k%>C*VPk>S2j#P549ca9~Cod2hL$J`D1waqe2=hMXt4Z0Djt|#PX+bTddk3!bHH)K%s zIeLIDp-<5g1gP!?R4KHY@VV&@9II zvuF2QR?CF?L-!b09I2sy-)^~gkKC}vZhSxEK}rnE7yGDYF9u^;ZLz)k_@}ew z*;wakDYQ@i6!x-RUpnKifz{O>tFnW<(A6%MocWR&iJGbddJida?A1rs36641h}E0_ z<$MgFUwC*%AKFDti91VzuHR(W2y8ysdgqr^72QD zslq3Th;!?dSIW&1AsR=Qjh7$v6Uuma@dYH3A30<|@zW0t|Omw0$_Y1M7$1 zo$oN(gS8Bs1xoBT{-=}eJ;KU7ogojw>WmyG_^Q_V-g~?FCVC>(Hv8sPiA5a!aKAe% zIZ1=z*iFouEp)Zky9u25%oyfQ!75e&n}*2-^)LDazPi%)rN7?&>|x_aMMhuBL^-ue`xk41 z!(OSxib4Rj#q$2kPB_Y>&*xe80V+s#Z(kkI!p23{v+Py{NQ&rtu;XGG)-i^V#T*ob zHm=TK&ft64esINzk=TrdFWhukCfP9i#An}f2Py2NnwdNxGe{&Wk*xl;n|)c{^S4Ifv6P9@a5L z$6$`f zD+yb%GeX#-#v~KV=jq!Poma4y`9+evDINT|u3h3Yw-BN&Ouw;v!O2E6!uy_J6NG^Y~_7rdTbM zBu#9a7rBhxK|7evtZ8Ax>GLPP9j67-h0OP_;({^1UFWl@hcC`2vfj#be~lS$%uluE zlAvV8lk=teH>|079r;0a9BWism!F&}1xLzLQ)l(x;#|;Xpu~}5ms<-S)j{u0-VniA z4s7}K{l<@!VyyhsK@&535C@8i99D;d3EQ6+@95cI4|VQ!-XBArVY8E<9g7SPcFrf( zJ6#ogOsvzmgkfmnHY*Q4MZ)nn9Q=C{PrwvqlrIBM4@~=R$WZ|^Hdr66 z64tIfvM+Nyhk?>Ro6OV1k*M!{yyj9bcGSll&s02yReb?gzxH2)>VNYKSmTz_G9ZBqLq5cj^s`hRnxSkjW@p|0_sNMZZ=aZY3k23YWkUfAu8vCY{6f6j|SPxEqI>V5^N zsA`4IiOXSs#L<)nu;SCgISZM#M^3a=IFldu5K3k`Z zV;8;@e=`<>T;Gtr+ZxyJ@f*8N!xkA;!PR%j-Dm{2S41LC$ z?SqAz^yMAY{hK4hZk?R{VeJXnpcGz+vNce_C(ZEKc0GT_i4fRFWg*M!PR_f;S*XeL zpZqL*25KIkAm?Kefmya^T9r@Yu;A-ywY=^boUTb_cz2L?okz`lZ+i00MaxPZvZWuidcOP=)@W4Z`*qXZM`l zvP>^aBwOyvHdK3q-F=(902<7njoWG(Vl684$USt0WnP(6+h#3@)cUW>MGQT$%i?St zn}j9~O2$g5ZVAS8xzw6Ds%02)P1Rpa(!j+Ii%D0(X;|8#9&fRF2XFTbS!P-|ve`XN&SO2pQ-Fnu_Kzs2|PSQpxZ zuc-@>lX^cia&xGxw5;>;jGw*I;y1CjsovtSfjmx5-`>w`L4i}x1)m&HwZgg5O(QYr zb!cvUdpQkbQvYUkE5E|ZrY3{pKPPe4ZJj1{=3oJ%?p&Fl8kXv$X`ank#(I;_CwwkwU^MwcGZnQCx?}1{>@8| zO{9F?6~+!#lp6ziNtm}GQ<84S`lL<6Ev#MgX4dbt!)aGNu8s;dEIe~u^7V^t1Xizq z{Y%T~9=k@Afhw~5$0v>IF~@2}#miVUVZfeb4B!fU9^8gt%XE^ zR`@5ZX+a!^RKlt!c5EBaM~rF&TmU_!!OKg&YhFvoMg#=7i?% zO(G8Yk(~2Yfi@#~_-Q~1T^Bzr<^|k= zTJ^KP8kg7Ok>`Tc$emW~J;ygx#a4q0Jpb@_PhyZj`i)5F_>vSA;?{&+EYGF>EIVP# zvyxs{f<9)vYu@P4VlVsDHM<*3*f$#RwYf(EyW6=J!%DQFKl(w&c` zZ(}6$E1{eHSmvEEDfp{mp(wie5u0_2jgrKvu$W%So{MQa;>aKm&8Rsx%5RGlY3{%+X$@5*DJdH_5xOSTv23wW`~s<<&0H3m@uqo&poV3V66O?Km1;< zT%eXt#OVYT&xeI?pt`lh%`x;Ytk`gt$adKi7=1U|iWjhq`}DRjs+U;&;K|;7MG{y` zna}fA^CB*vi;(!h>YG3tKQY#YMiiGn(i z+rB*gf%-FaM>|>6JUofj@67_*nI$1wm4diz^%LBicV$0*au(9Ubl<$@*M!=|_|`{o z0ZB9;`;;TE!_3AQ*w!u}2?s?L*T`XeLcTu3`$imzJhk=QmwiMk1)-~2y&9PKp!~zj zBmuBj8{qwY@(k9Pbxpn?P+{{u-@6Bv&SUk-TC068*YiK+-6v^#jWOHd#mb1!C2VE? z{Gm4>607%}nLp$r2<757udSbQL9Ud7(9^SxSo4I7z5L8QB6E~yZ~1E{tm9N^;5j6S zZEwyVy_dp^d9KeLquI(aS&qJrxaA^Lam8|e>srJ5jWN!gXh_Xc{&t~)0OfdegYjXH zs_OVMA7Hx+!9}Kk6022II1V$sz?530@+L_a0(Fke&^cbu|J6O(qMRrdrzxPF{$}ay z*iLLD%{~(GbHrX{895;;S?rc+TZvW+g?^Kle|1liV>RpE(?O9RAb;Bl=9~A#py0~G zyyq;m*gfC6AYIf9O|z=bwGi(>CSmutQy~Fm+rvo z$$!tcbAX8$*Rvf5qW4QR4L-s;vnQ!nGB0BD(_m`akW3=Eu8fgzEiE=FbgAVrierEr zfAB!77dE>D?iX_t#-7V}w$9qyz|x?)kDZ)9w(qt`q@f8XQu>fG`I@`1TjRV$(wkQ> zvg_zkmIQO07T&HBqizfhB0mH_E0$oFIpcELg>EEOs~OUHG-FpAMh-9ak6c@Q~VyBOQdV+c;l8|=raCt8_%>CL^d@~3ew0L@K zZ-@~o9E57U{U2lh#`yP_A)LG}{nt!!okv=IXzCS}!Hx|(h?FS;waS}7ZuvIsingt& zPq%@VJqK;s^O|wovP9;Nf+o&*CFn#h$Y6_8*?iWCPRMp>FnYJ3Nu=N^Tb`IJg#OwK zyI&FPF`iFdy!np?4(5~{dFG{xgOBMiskHyXCdTD!{o8kA<1W>gf4qFK?w8K3ZO^Y@ zTBlvklxYf79^sQcv(Es#_A{r(KHY*wuAAK0Kod1|w5z_%3K+ zr;y*v<%wO`b88`&+e;H0Mk`8cD=uOEt)Y=@3lE$*%dW`bbqRY<9+gQNlEArmMbA1K zW9)S)ak@YB2Bxc?*pVssU@gzT`KWr&>qfvqgg*Bimq#H6*e7bY)y*>n`Yo>NdfeR# zlQ%bodqj#i`YCgt3^3&#D_wfOJmy+nzn>bof=xx6x^(QG_N(@S$Jo2=-+dlzy*YYF zLjcAfY%%UOU*|)PneM@X&d^$UGP&`UG}QT#c5e^OfJVwm?TBV9~9FAZ_TB!*rt^d8pGC>{LqDGNIL9dbpae_+Y8x63}b0yF6yMCw9y8Z86Wz#^GP{MhsGVB^VD)Cxag-9j4;Fmb| zjYw|3H@#qF3z32_C3GO<1hyXyG<`p~7rPkLn`OdPuyNz*yn6%fvbOcMDZ*Ih>A>F6 z!ikNsrwuEd4Y7yVTjpKUi<2TvyI3B7#>x=eNzL#Qtf#Tz@!s|hS8L-#Y`KDPhOUt7 zXz(#a;z{k=W)T>tY|RnlXvEgNhfTz`6kx-_CCwvcIY=@-TC%-A6dJ?KVlL5H6UbcW zCgUvkVpD!!<~{tZjvv$-qX2voA4kqbTV!x zE*sJFmteH`Zlt;CK^)8*{mDK469<3EQWY}uL7(;|{X`E_%*%4Ed6XfIb^S-Z1I{!+ zeu>Hz>*wqFI{n{0?dcwmoYE4*&X$lgw5fUoz{-x*q)>?+s9Rk$umsK*W=}2 zP>}V3qH+v0jtv>pq_<&{l4|eJ-U|@it;=&qU>fU2TV|s&9uq0GMVWqHSkG&FPZ3AP zma%ozFEqUF2I8u+@eQ}**guJu8G4jZyh%?*agMT5XzA{C>|3y*yrkg;)$-$?Kc+v# zjDK^9*qwKGwR^{RtjzkbH_k4Gu$7Y~s{F_Wn6|p)pj&bjN#e5`1NS)O66@`C_b2v$ z9qw$uTnz1^=3ON*&QMvjcz9lr1($6T>a5MCu+D0t<5F2Ik#diyy{}9ik;4A!hjxxh zBDrV~YmVPuXxlD%z9=#ZYBEMG78irDnQR08JcZF)J`%}SL}A>J@=ipJDGtw2EF8Wd zh}CbKZ@iTEM$(QD6{oc;P`V?LA|hf0TLXU1s7F>}W3l8*4o)^~9+gbbjH$vV8*)$5 zD?@DDJGTLl*5d%Fk)N?2+gFGUe3k-4D%SCEJ%QI)ZM{);dyUQPMZSc9FVJH1s%3CO z8j3G8DQaDPh_kW>w~kSiV|!ZlqGify?3$tA*NIUgQWk#OXcS<-@I{frB|#XypkztM zwi5;lgv3w3m_Xm0CLu-L-&p;M_2A5eBG&&27%Wd%$6aY${*H-$m}bCl!)We>J;nl$ zy*RI6)l-(aDVqz}VZRzgedIBcg!v2^%iOWo$oXgR&22EK>AiMqpcW?Ed|xd*e}F5$ z-~FAqSA-v1e)Xg&-MV%@psTY>bJIH?=ztfp}a`qY2#w7*LR zJ-sDqf%SK>>lRn{!5fdT`_tM%g3ci%ozks+GPVAF(;AvS_8Nn#2bF(gUWdZqYffwO zY=3A-tPkoASj4%;sOtL^`Rn-S%B|P^cd+XAW5DV$!r?tmUe{GW;ap7k?oh5o7|SJZ zzg}GllX)+G(G>~6RJ7hY;C-_mr#V}D-Sd(3m?yLJ7Xx;oL(l;y4($5%&yS%s^waTY z7k1#V*!f#L`z~R3(Kd&X=-abyd_S8rn#>?YTg8c%M9 zwin|gR0Su|rJhoW>+ewl?MhSDE4O)^^$?9cBF>5ZY@4_UTVBSM{AOK6cSquo!i~#597dX z_LpU)^U$X|)MR+=H1;Q+m=w9ugDrtI@E56x9C@Mh=( ziuY>Rvg$IDFrk5UX$PV`;(Va$k&AZp z+|0|wM)Dt1wPQ*I2A`254EtnpT=cL;LyI1^i^vuaj%Hz9LcxWSt&!L^OSau;c0Hex zzPg;>VS&w`Hv1?LV*CEWCd+rE~N2~HpS}{Y1k5z5niCP?fu^eVHGy;oJ zn}smwZnmrVz0wA~Uamq{?Dyjv8N8T!a&PM#B=fXVkB zyQ)=vvE?d}we|@QB&WY)iK~ymmP+N7gN@Iil29R_&3^+6FXwnpJ&eWyhK;f5bJ)`- zMIl%z1f6HJe@V(-g@Gp_y8ZEjFtPP-gSd((w!fQ{lI79EzM<>arXz2|tiwHC4tisl zM#YJwHb1D^OBoz8&WW`LWDi+o$YF!|!EI&GiIK~+xq7vFSXI80NcH47PDX9&<*++* zbI=Qhg!A^a?DB#^(St*@uJhoR>d(LM@-fy3c792FO^vH&(pC2bEwN?X*HWkNFeKgh z>Q8y$Hg*lZ42-?JjuT!wnau1Lz}|<~Hwv&g-^tbRtd#&gwPfG&-b-P9lDsKx%^j@E z`+jPe<|j66jt7$Az}THz-iIzCX-`;>bINb*EO?@}I@X9|K1OQV2J3k8bSZD~BTek* z&+H336O4_OF_EpVnFPxInz46h*InB++b)zwkg0vrPmuV-L2At~}GH55zK-y_#`q zWZ2KDQy%@A7rUkD_vuWsLw4b0-qOzm9Qb_f*pJs_P@uzEdHo(Eb_LuhW%@mec`wTY z5(BnkYe-Vccf}{zwtOL?HQg9mr)eirzVgHDP-Xib%f~RGm7K`r{1{ef+;}D2b+LPL zPy2_T%h-3%Qhj#jE|Ki)PPvnTiC8T&dH+45I<&@3-FnUJh5bd-DLc9Xu)6I~pj0Xy z)>U#z7w#J)Qq})$dCX>kBgXSobsx85dw9X%m$PrNQ<~?9*(3ut`lp``uUdvb(RKG6 zEi19}pN|bractNy?!_9B@#WdSGT4ye__;uH75l0-i3xU6j7AS@Cgbo;AA!Pc0@&Y8 z+Hz6U7pe+t1b&f@Lx;TJ%sB-g9Mj#(qPe1k6W%f=iLCk9SSq5L#=o>4AAU5fET_Oy zk3!AoXS4sCb7{+p|BA8qvHSAH8YZVNSdtZd{l%Ls=xS81kaoNX^?C8fT1u56->T@M zM{N+)w_l!D39`VzK=GFoH6}Qr;j(Ry#US`M5%c*wEx}u-H{mcaV#l_p)i33Bu#1EI zZZ+L59O=J*bJm_38t7y9^7MsZ&#_Lngqz!OPF=CLGdKjtsXUxlziWVxhFMJayIJTu z7VIvvD*?)cqhApB(ZSU516j64DlnKA`$|3dE4DMFx@&dEL#Oek0YB7FMk{NPcVmai z=HL}HuWC{pX$*(nqLU%q%@K^@xK<;7!DUPDd9hAhL&Z`vg}zf8ziYy2n0bI;{kiqQ?%1FCK%E1isHZ3mu`!+|KAjP&bTf3XnK%9fh24 zr21FiGKj1vHVqP?myZ9C)bub;O3B~y2%*RJQwy)0@|n>;xducr7{RE1? zlsq~^{0OZPUz$SZ0->f`aF~kYBow>|OOm^O8JjBp_5H`>Ro|$2OvB`V{)Cev5Byud ze1xVviTyX0J7Dmgd$!UAIULvR@{t^3fI+n@S2`mDvF8IT@w6UXx&Np1V!YRjK zkUIO#=R|L)yia01pdX9GiGZ|l+gn)4TzZ{P{sNM6GCwI!BxA?H%Pjeq_dt_HhaKyb z2do@xP>dY)!cmZkKNGA?q%lFhyCJ@PJ?a9~1I>0ux?4&QB* zkEjAtn+tI?FAeIG(>PgrjIqFh=2cgb5cD?~Rz5qvhW@D@BX#?zAabrI{ELzY6q|$} zVsN#@u_z9yn4ovi^ZfquX%7GF1};4xmF)+Tl5u}x4p(Oy8+7IDL7rnRQs395NbEFY^h~ z_I6#IT}MeA z#~cUGJWiQ@7#h_xqPlw*^EPd3)u8pNd-=d8GH70uNj#lo5513BBdek*ahfuALofqF z3(19M3?eWxaV~b$FbP{0UMd8OQ@~%X@PyYa22g*oN#2S@0b>dlub4gZg}&2@zvuqE zgq#yBCoF%-qj%wkVF)J%clkc~-trz>+dkcCe5nI<{B#!s+lf&89}ez`vA>jHvWSz9 z-rWDIcMJO!Jw@ls6`^W9NT2eKfw{?&!1c%h1M+kJO+rSvxGOU7!OwS4vC#KP{!|*a zx9su^N!y0KpPn(L)rPF+)%-POkp@UrDNVRI{ScZtrM~u-OhS`EVb3kHE7+I*K)m8? zKl(X3kn9D5uz$*0Z}IRhjC-xpZ+H3|M6=M|=NjpS+9x;bqI5bSiT)E+PP+yS%h|Y% zaZbSS2)Aq0$4aO>ari?MlK~7~`PtBLdJA?sX{glcMPO8bPL*g}E0XRUDRMY)2x_-5 z>^d7a1dX9S8%|oVwws}?rtTU}4gK?f=)ZIJ>eHvbSg+dBBzQT1K)36k&uEh<&D)_1 zVNi}viXrLQP{nYeZda%lbjxNc$5VgATEz`J5-u1&b9;IB&uHk`>+w9|w=C4TSZxTV zq3`Lbma*Mr*!LpWv_yXedd|DbtHLj6Nbq(uxg!Aef%EKRGv9ILKm1)ntjV>i8H4%< zyXvj)ia_N~5$&VyxiGUso;$|!InlVV|>qp$RG!K35PkzMi|*{pgM=S)Un#DT zuqOj4I-?cQAzZKhN#AB6`)eZjsBCJdzTn?Lz3xv$5ahbJkG?4Xk(MQYzS6CA2?ArIeo80xlV z)%NA*K=l}1q~XXUbovuz1h1}Q<6$`|T9K>J^vGsR<#09pu6^+M?M+4KW_{F6K6nyG zkIzWtl60X_)-6+3juCq~o(}T&AHueyl|PRST!XfRcC~x9p)hj6;LM4vc+(p(oZ2X&Em|e<> z-CK{kjS_^h+p}uJksq6F^?2;AnnHp!eOgwNG_)8FOAG!q!cpVHr?jKFp{B^0v*_mo zY`yVis#<#+EO|!DRu&y1khy<7Je(dpw7M8)uiR?UR)9+?EG^r1HFZh?` zZMh)ZWv!u4#T>@8h9ju4TV(}Th4JWS1GWWiB%)pFezc-AJuxV&^KiM-I=xlyguQ5ptV^ktD zKiFcSed2Ab*&h|e_EQ5VP9<$9gRo2V{IH~FJM@g&L!kLz zoFD0c^u{foD*^`!?ft`SsF;b`zbE`*pT(ygn+$&5?*dmhc2-v4Zp_y zfh6U3vFm&QW~AumzD<3D1%`SuA&Y;p?X2`DQ%eF?sXuhgx6grkR>yDZ-bp~3`?t3s ztA!Y$diyi9E^ivLVC84avb(2cpl!po_2~s{Fzx4ydM1Kin$-*?bZ>D$WaOD_elm`Z zJgOPg&xV=hL$yQvM6BJ`OnB$E4X4+%TK|l^Cz27(e}t$wL%j{rV2^|ylx}^|w&kb@ zkmlVE1~{Zby~iu5M?bB_agUj#`@xb7BFx7j0 zgsy*okB#(N&nNtQv43nmOFUhVyP+Q`Bkznry`eyP$({=MV|?z~q#!S5@p0-HU2n%W z@#6wYANaBL``+`_{ew8wx@AN810^Fb1SpE>po;z{^<0k}mYG|s^NAH<*AY6yLYg$_ z<~Z+MYqbIs#k3#!EEF*R_oiVgfmZ#zlGcF$>>zFiP^>*m>Gti-`ccz*UC}X@2Yu5Q z%C*B0ntXK{SSQB7bF*#y6w~cZz6JfLhF+&TdpRvlfTR%J?3FbLeXr`C27E5YMTzs) zBW1c!WbX3XExZOZ)b1wq|5-+7<=yEl$?;fP9is3+N)v`gK1P?*T4IjMMb()8OlaOW zl&5l24y&~{Y`PVpX{pcma99oWbqTN>Cx3>dzTLZ1l6A35%ke9j??beDsz(0YmHvPG zT*4i!_bi1Afa&yLi1|ff$k!KhF{20qlFId{%(F~D+G+KDAGae`kJMFGeY=9Ob@W1e zeRZM#6#rmUZ4cD-mwt4fB703I#B7kwbxfs8{2sV9ytG~1X7q)q}rCxxLh+R$>L3eGvi$|rRUVJ&V5cL zLYWLQ2CVE1J)Z(`L)N1o3IaFzGf-G|U|6|3P9St#2mFB}Nm`L&wTVdys;-I&b5;diz|JM0j8pLY(Z=UsuZ@qa!c{XOwN zck!!X=-r$1j#BEF`fX7mVb2#NKBH}Qa}k2Np1F>5TW{eSjrkc33STUEmj5Doi41E! z?!H%RiNl%W+{M31EzriWXliAA7e{}D^+}y*hF^}&vB}=+`9EpbmU|T2uy8ziLrDR| zy>dc*r*B~ux$l`5#qL0CvfCN6?HD!)zn8H$q6bXB#91Os!Y=mxhH+b|v1{+yjHStG ztYO;0`Bt(7{eEa=%t+2dee*X-<^nnBx_I6G>y=$l@91yr9Oed{|N3j#mHPXdL|zIO zhSdgs4m^kv9Rr8GGu?1bQ?X;Bj|@pKg1HWQ#lpz;eXo_j&%hY-m6MrCzoBF2-*IcY zcToT9U;SyVawftruU;p4y`U1;>KvPdy4Dkb4KSdUY8>!(@>3Guk%jj&vB?6BUj_$25<9 zkYa`&r7&*7&I8bK;b_OHHcuF=E6@lamxG>0sbg&Xem0su!SzNg9_>o1)x)Z zXFg-^2(*T?bnV%801_S-h=!HwV9^k}$_o!~C>duy6W{j+2H799IS(HpP>pTY3$g3* za~DxXJ52u4R6R&EfSRBqZE-vKaFWCGENzkeI{!Mi#-$*(jt_@()tafXDdGK&Nym!+ z)jbv^hggr81>u5c-g^^+FE|@my!~b<8_W-=FCUVt!q6rEmj#V7IQRUP_#1^=`QI)2{WiIbK$$-F7(u=iu>H`nGxXnA|jTlJX;foyw{S8e_h z^nOnBRmFY+ZGYa*N2MZmmPt5=FR;bnAR;D>w2;q zmbbUge)*G1AX`}!GwYRy`M2Hc=AY=!zvBi|PS4%HUGK!E=Sy;* zxSeq3ow&Vn{s$~O&fY)*2_6u8Orp*IoHkp1A%IKndxnE5#&9|CoPZ} zLoo}f(pe!K7Fe@41|bNPG3zYt*b=1On|SZLwiW)gMbe1~3=ycQv$)M3ULb5Cg^4;> zQxeGZZe16MCK4E$KD+d-fB$1Bbx(gcKdg-(jm;A+!H^%HhPdweX&0F{W7R70mE$O@V-v@vF%NxuXI--fMH$$dzN}1gaBH=$BRU3FL`e)1vxs5@?>E4}YH? z4Wm&mxi2Z-LC&4c`Z?supUa7Vu7(4aJVO~?TP{UZGRn;hsG8l5a&SqC)0t+`!N;Xdh z!2G>`z5_{zea<~!v4t6H-lJj@(?qJMD3L!k*I@d;dcurgY4yI#4~aCVZ|pCV*2L-q z#U0d?Z?LaTEVTR-C6P@*iHV(Q8An(vkKbwDMW9T4V|?2u4wgdpUjEW!Pav=P=hN41 zk>C;1SxcZ*+U%qA-X^ttxF~r1Sv);G@cKFZHmU zX05`sDISYN7zZy@Zii`8vD0q9sbFqnjB;Bn%-=s}^Xuz6U)%dAtKfYZf$S<$YmPDF z+Q;d+8)odVSaNacImZ{AHgP+fXB9=HXHjy#T(X9%9bb>;*d8L#8A~kmRF}c(cJZUF zi9S%ho6PON92tZ#G$f40g*L^0Li%K&1IPx?ymI%aX1| z%GnoT?IVLwSfm6_PkP(wJrKg)i=!00r>1dIFmvw~?_5~Z*)V$hfJ0L+o!Fh#35FI;-ma_=d z3+wD!O9;nUN$Z)!l(3cWxz@?2s|1=3or2xTBpl#oj(8p|PN2G?=pJy}2DZH=Zn2ME zyQ9m7-F(!i_Vs4qvc>U<5RNbc%bkseb|ir!Sh`QGgNaE0P5mi#KqCb6nArM@=@Q92 zHv6nZGRaWSv^EBq{<*@pVX|FaPm>80W@~gdr%mwBV*&jJ#aKw@ zCqE#k8-fdS#r;n|U0CPeM-%5J<8hYqXx1%Va|jMNl$`2%60>6EpV0WK!j$yJINwpi z_6{!5hEWpC@QBYjHaHMAb_ zee*GjA6CbdOq4j@;^N3{{`LYcBBkuE9mOjTaB&Z^E(sJ7D4%c6L#*SL&4t!b=$m-v z+jTmaPaj@K6e$Gii_*&q&TbI0_shh)odyKD?4r;hzMBL(x~#;wx;i8+*tF2iy&_O< zboJgn#lM4O8v};0%(CS|^!?@aco7+q&vB7RR-0~KDYOJ#ubqzDY`8ka`nd2w>~cHdfH8ulk^Y#4H3$?Ogt;VLtjF);|#DwV*2 zyZ`w8i-V=)*~qrmJH1AF#fr$X?-@5s_@>n?{HjHIYKD zc%$M0edG*wm;adH>_a(gmGTsv?_Gb_=N*aEob!r@T-I<u}{yi^Jf9N!b8+4bQdCPG$Q z3HK>tS(RNTWT%J#vmf)h_k=oZC49(*!q{RqFbEGrVy}Y2YY@#HFF193u3mKBqQ)4?|gk#fa0_QH! zqu0X#ShCBYt{2*lgTdk_K;$`$CB{cMyYD8FEuSMEJNAP};l1grO&}-REbv3`(DX)U z2N%*GzgqFz1ugd_zj=IVfO#=nxx#bf>*rtnwMUx+fx_lS!jq4u2o$Bs2EO7<*h^Xe z*6oxtEN`?SEi4F>9a42kA>0I(>MswhW4B@d<>sE_c^xp8dXweh)mj4C_kHR9hws6h z&e>|7{{HpP#r;Dh?HkNe+#<~cf5LJ-t$Tvu=ZW-o|MoBsOXa5ib)LYLvV$i(^g5yc zMW9Z&0S(M-gqKWz0#jvDo8PA=1nLfdf*Rd^0%h`D4`zn@1g7~L-Cu*mh?H>2?lhw; zW^B0I$yeY!5A)R4(l@wvXfH1QnnefRulv-)=3w%Iu7a&-CCn=ZoiMw4l|XjR_@{ME z08HP$`J(0SZ%mi_h|X&Q1Xk-!e`o^tvVY@^j8ZHK?XozPL`5La6*IifnnWOX{{6aK zObr&NTu_zALB9U*yhj&-^z_q5 zhKIL_6zQ9W6!3Rghsl+FiNN||EI0F(6Om2j#iP-oK&X;@u;T3zgKMLo(n_UmVEM*c zf4!YOfnn^-`y*`DSQBQX6)AL{z;SZGBU;y>CYvXKpr}MjULCoN*QRcIy zA&_ftS1|E*#Yw8Tr7K>g<6+oJCuh!iI_=QLs2=B%5h zg*cJ%!CTGVhyfz)>&eEK20%iB>9Sshi1llIuU%mw`1S-)dgwIP31WL_w??}!^Ai_U>LS32%ht)UA z?P|FCLM-T&WDJ4gY_NNsw-L@B~>SiJOd+}c0D@?3|1Bw zD~-aj_Qysze1s!HhRWw(uk-CC za=Nn_M6w%Fu4R^=U^a_GM!e?)fw8hP+iUwC>>g11%3|+9pp26@oNs(cBoEZjzPTcU z(|1E-;vJoEHe=_EFjF6a;?$-;{W`uozwrw=$N0||w%13SQEb~G0{KR}@yJgC`}xN>p2%wd+9(``j^DcYB90q>+-Nx<_;4O49Vo{G=p$gkV`*fl$cjK- zAz@D^%a4seEqf^S7ogifdMy1`2Z3yF(6RNChE2oQlnkD!6DXe?Xv=KNqH5JP>PLFxxAOU0|;~*s)i%m2^1wg z8-M`k6gGswDlnt=#6gs`lt3+B!YC-Dk3}PU_Gl-o5GY=%kcp}c;Ns`_YlfCT2z0C_ ze;K<{ak}fA=3sj;tS~CFKC`vQ!5KQn#)2YG`8M@Vd2dM*RZr<`(c#>euSo!vj$TzXrM{FT^i~b#dun?pD9niToy(^^y0UT1=3hT! zB6i@Ub^BLL`!((_I>HS3sk3IYr$ce-*sr5sYKpLa+B*Kn#RpiezU{k^2@^J2ZVsYg zN5tkHAe{yz`HAK~l`Ku%y0e@gz6>mn?g@O-bvkFau+EHpn- z4yV7+zurlA9nDfo6vXX+V0|)a+?)Iek&18rm{)KX&hXYRd7X?QFcN9i7*!QuDe#Tu zI#VQ&OM23n?lpzk#7Dx13G+m%wt9m{A0r6NQif`8L|O^kGJf!k>|iC3Up)NK;+7lc z-sjTU!cq^}4fE5IGQK!uKR-@ql?==Ad*4Mc+Caw12U-uwxwd^Hh?wcag`ERi-^e7=xv$UK~bhr$w?`c`?TKQt#khsbd zvvDF#(=OZK&bKRwvYr>X+;H2%n9R#+HAD!IBaX9-Arx55#ew91O zei6uj<<4}SV1ns?`WOPWQt!s%0s`$U^$W90JOm2iH}RzNMg)o_wT;FIOnn6#v(nuJ zvaFGKDbf{OP$!q3=WD<}rv$r-n`>caZTkt8L;DD1dK+VWGFW&(X7I^f8Uk74=d@t6 zHUfhs^|y`>uL)%T^j5^}zm3KmpBfOT&PH^x0`XzAw0CBA)UDO;@Ew5 z+X@2R;HFOSNfqn4qb`plWbXsa zuO1+f?UGw^u3zVW)f;05Cve7z`S9piJx=9Sv4gS$)Bv5B;&d0){*=8S(u$6RjZKXn*NE30w>Jvi%fkAxdcPqkf02IPbz(_}y0rI_t{1#&fc9nRU#2HBy_%V&`Uaox=`f8eS;gUcCxyqx%D@Nx$Q|oQz;`BZ_Rb zhNc~y-5xGF1o8u?V)o77#@XK+W8DV{WKvoV#*X`mEGBxLWDyIn;>Nkr7$cGuM@pz% z?;&zp7v8yS9*1qutgPJcsS+vGR*_z~J!caco~Ufvjc6 zhszh22(-p@*UY(VU}5DR^QX!@!dA=u6yt@(L~5SXZ+36Hiqjty{iyS_aFvm9i1&LW zk)=R*Px}WCA{Es&rf|k+B00;yxHQr6(6(PG2G+jq{HkJhl0Y`Jj;dq?31kmDnWRMa z63J^m^=3qQ5~#V7=1QiUaP`(Y`=Kf)P^HZtun434w5lcKpq`tA~ z*Gpj9_o?lcNXa@+Q}w+>LkUwo+0;Aq5($hso4f?`PA&1Xjstlf_cut_Lv1#c{ zq{aUu>%9YdY~TO?*IvEaOA1Lu2+5Z7kWwTmr9y;ABD1XQJtI52tfG>Pgw9i>qNP2I z_Ac!`e%E!q?$7)C$M3KEc8|vOI!&?Zsx7(*Dmk_eKdU!W@tph7MlT6O zcgru*4!4R&Wt{8JTc?<@$1MSlo!5>2iA%H%VVxYqHejVD?Syug(~H!XgHuz}(C0k8Wmoj4NK{(-apGjHQ(iOFjRrRD=~ zvrV1OkS(Zj_89Qv z7=9z+8Q57iO>{vWD$nK}K5a)-UeLDd7DVoC^@qk^yQ$A7z1(f?8T4zNXTrSpblhFT zcXG-O1#uU{ks|^f`^xbTN1!zAV>P_mPQtg1Kl^^1fN*EqyS0@KA^ed{;(%M@l0-U2 zCitg#;q^YD0nQ!QVZQbDEzmii@bkk0O<=|Gn!|+^AZP{_ zz#$?&yZOOvYY7Ne_(pv=mWCROBMwXqvqUYIkK7$`IR|&zr|U?cu!*pTJ^Y z)J;W{kQ{qfwdNMEf~o9G+<;qE$E~G~AnqR`@mQ-+jXQtzsK41+3#$3T15#d}2dJ`o7i%740lnAN^h+-y{ zRhoC>x+7DQ%_}eCwk^zlE6Dko96XiBAm!4a+CQM|!RW<6$T_ir-{1tp zyXxAfv-F6f>!}HozZ-)%=2&aplT)~N)Wo_;8Y2i_W5ttyUv}X3-0iF(D<=^Njgw^M zp!UT1!|t=A2`lB0LT27_U>O$k0;Y5l!4m5@-$`##SNlH2OV>XVb>lY2qbgU4YVnLD zTTiMUIJ!}sb!`yp+NC#tf4KwUuYIGPGi)X5oLgV4b+!(;VrFg#l87_$6$1xB%-BN> z0lCeU+=zG8xN8yPGYlM0x{Tid;*+~XiZ{DKt=o!T7{s}iS1u?GU4j1DeR%DA^%aQi zVq5RDZ3WKcAw~)l&2i_DVQ!i?l7ZFzY4Ee*EmWNmcktRIN22uIvabKOA8NBmE#AlJ zA!@TOkB_nOMjbDiJyu{JX7Wx@_V0Dro0SI&S(O`IPK1HPJ>wNFv;oZmR>?tyZo;}X zLdQMk8cGa2zF&Xc1tKn})^9dQC-UYFe-1wGL{IeAv7H8~qwaC^S_BKYk0%^jaDEo5 zwX{5SP+zh9WqEx!l<-ZbUP>Mw6VBV&L2;NV6Wc1?2nU%w$Hy>&E+7DNY@Ji9nh z3Zj9n8N-^(QJEr?2fJ=0g4>QSxC5S`JChb-I05f-3*A{mHMD%{>08`mn)J2c5)ZZB zH_x*0P$6ndUd%ixpA5pn6IF8cyFe|S(S;Ma$J$r82iBozR)_AN`7J~uJb&`s{a?T{ zp>fEjAUIm9GjH5uTzMowV6es;23`OBz^cfc$jSUvi6Hs1u={}p9vCp*_r%{C1Owat z_-}3m_T(>>3;P^Ey(-tG;q+e^uJ_W+{%j@T8s6W(yk-(nHcQ@ia$i1S<#sK3@7PIL zinJY!2?&PGa$m0V0w;ABjIs+}gZuxrXHL92gm6`UhDZHYA?*7%^mi@wCt|TB^@BdZ zxeF!?>Hhc~b(Jwb>mco3TR%l_I1zTl|6AMj9W~rMTDmKI0Cl=47!>^rBbw^9gtVwVlaLDjRE15W{YtyJ%lr4Ih7DB041$Fxaas8luW6#XV?HpYSrp=ZO4Mr4vnK-=K8qn zz*EEhSr-V;ef#S@W|N5U$)=n7i?4z(q@Fg4A}sL|-3%?3?`b0#WxH<-xq1Zmwc7)p|tLL)w+lY!ms$yJi5bCDKc!5E{TC5io zH_eKOlo>859i0kR#o?e3l=Wz^z6$Q&$@H61mg-YwyEQsQD0^PG+2QXw z^&QSAHE8pbX3Izr?Z2v6_gevYZ$%63R@M;CcV8ugYuj+|fAyVc@vQlMwM#)y|MguLE)CBy)>UquC%HLANLPL;>glP)vAUiw>DwIY|_Bvwp2l;DMNKv+4)nrj(*9OO5v9SL-T&P?BrY}t-qWpy%je%Ea+wdly*{3c+LkiB zXncO%k%Duh+;MxcZgEGhDel&MFyT%5B;4!uV|BS%If$+?`w2v$dRH*WodMymp2^CO z%?V4@EnR<`9_pd8ZYpr1-n{yt37hN)r^CWfzYs3>J>MiV`Q|vcyyjxAG4Ln9hjVPZCxng7}~9@E-%4x zVP&B+^c8U0w7MLpOVquZkeM}FQjA-x_jfN^lZQ(RuN2Jg$ir4OvbLB_tjey;n!^8?&_%=`q@&s}dGwmA$qk^JJ%OKyVj)u~xY+#13vZyo$^ zt3Ud3>(LR1(Z0Ajwk^cHDjN4^mjxd)@F2o>ww>#9e}MW|+Xr^@Fo+BM54Rh=9Sa_19ir4Z-{F2)#I zh)8V+RUl~--n*C$H$T{b{J@9YSKJ|}&&`DvL;&{-Gl#?-Z)c6%+N=D(z6VcWc&K}F zGGTu@Sja^wgga%^`(LcNsBbCwXcn%=e>56N{om_EE+BVu=*CVEO>#YSd6W`x^~^3D zzZpx|?e=#v2FKz4KP}^{GmD74&bG}zj-Qx=PFM z_f>%?=9`y#$Ouq66?9{v-hINExH|kJTm*iRhgF%68*uj0@`oL$MDv5G^O6xDXx)>z z@qIr?+)TE_=ga`^_AA@YzPJHA4J#<#ejoMh2p5(=^#{&JpCjj21`^hg>Aa=Zxr8@) zUE7X7=J*@;kkS#SW2oDXskiaxJ#g$m>RRAxjMQD&H3B4o^~+u=_5)`X^LZ2HjkCv4 zCm)nqfJm4()h~St2rJYyrtPi4owI)T-tU@#zR>Ha zv;F{Yf0^a%?47{7KxUO2yAB8x1CYBf_$7zS^t~!a4Fb%anTq#F*({qC}V4@kOPDz~Z&H+0@jtV%2XrRU8L6>+l;qSQblHA>hdj>To z9LS@7PA|8nSF6|If2Y%`B&ZFwM=^R-;B5P@^G{z1c$2oyJ07Emx+<9a0u+q@E^$?S zLL>*O>4qVQ&xgF2>aYZO+ zNfO{kCMzjy>I05VetPVTmok={(E(sjG#yy(~I(@YE-eTI?F1HeVkUYj2PE z?NERluW+`toYq5qo9b1sPTG%4bp|VU^_>EawoISU_x8li<=HcU9ng=a+;1cDA@%s& z?NHR)=*gY&6t1?f*fN~DX9xSF$h{+M``@45{2>48ip|pqclr-udUyfuN~UqyLvSr4k6sTPn*OD98dwiDwQhQF8aSy1 zdhL(paW9o^$e(`+e0#aW8{)zU`!X-vF6TV($K9~M;dh1zXZ*XiIC2hA?5cQ9JsHA| z{(j_UQx9rd#wYtAN7D=QE$D?8WudU#+{^oeHd9)UEA2 zgsS(fyF(pAsCs6n)I;MEQJj9{p`&dqD2b}0F1S(WLvy;@t-C)6dmaN`BchZFr)ZlP z5a9HM6H{xpzEj9bISt zNcjs0Q=Fz+#)N_#Jtgo`pw9CeKkWiLP^c+{@fz=`cv*8qB}NmsouSg$_oqSh?m7K{ zK~aq{f&m5B?o)$jspEm=Y#QK*v*w)Yk$XgaJ`-1Rr>bv2ZF>`@p3OOpQ(Gs`8{vhB z@Nk=J`Nj1_{B%KMS%HM8ELx=DBFqP^A4nJaMA!-F*jQ}MTGbyMCjCDda&F>HR@ zX(Inr%{SuAHzIkJVNx5Y2^@>=_2;cKafQqRJ0=duO?VXKtK{}^{dO?#2zwzbf zd2L-FI)WD73_VFiGk(vC$lnc0&l&$e)c?6`yAhlq{FzLD4tLzIpc`ViLlv1#F?tJ9 zcH8uk#j}9(?A@v-2akj3*)2cQjX(sBTa7=(c@s$-RaMzez-^)fucGFw0ypPXgqous zVd>803|#z-oByoR-*dtS_bt6TXDwJR!?o+83eq|ks9jN=x>teS!j5bg{byEp>m zrs^Fru@VqrBaY-!R9T$)=Lo2Pl4@b;z(S8vS#sn?AAuKn)` zNBDzEXwQS-w_#Or&H|#`wvGn*5XBsQ)xtxXAk3C=`1*@a-khR-p0H)QO*GImCvfZ0 ztyG?Ffk!p{0?El`BcB|73%tVv1z?{8a%sB+axfA+^q-+Dl zv@tfhBQ_G&k+eN~-UZ>{L07H!4>*FH((j{vJ|)1d+>u?hJ)ZDaG7F%#njnLx2#`AitLfB=v#7 zAG2Upx#%H!m%c6CK0~D^x!vsi-9M&G5U$}Zq&y=dCGf8EohirNxToiFqB89 z&8CDGWYHFO{VCyJ4xGE%q8Rthw>s9hM2`rjXZ5wboe%umheQ6Hn}ur)Hn#__t|M{= z^M73Tsv=4gx+aX>@D>kj`MH|&HHS!DKZbY?_Qn0G^y|Bv`aE>^>R4X_xtImCu#Ip+ z&-8A2WQBTmzEUkMxq`~yjnl6Dq)K?snN+1Y1)UuwIsDFN56F$aYw+dDMj}yKT>15W z9&kl2C&HGVBVsLj5F`c3<}amMXfqM7AP>CnHvu=00rC)~^?&ICn<%e8pm{X&IBLzD z`se+s6@-&h@3C8WkFa7LUSF75NfeHL>>6ww349snneac@uJIT#5~TAPelo}($ys2t zqz(joT6glew?SA#l@(=22|urvJLtU$kz6;P_0c<$2!?w(l)Q8Y(TdE&7ABtv*VSF& zuH75LO*K3$Sa=t=O&@XqTOFqA3$x-;y42U-Z8$wT+?a^wy_}<)Jb+t1B}RLxci}EZ zW@k?1S5Ip7&X^BuIp1yfA1?wne*?c^*;yhQEmyxwI+w70RbZFh7uqZs*pN29sXG?{>64_wNF*UTh4R z8t;#y>-Va~W>yeU{1R5u(mNo@qRQsNKHw_6*G9Te3G24UA+N!Pc)((9(fz88ARg0Y zNps&aau<#NLkK- zKN3F^Rx+z#@Rc#ZU%M_(<3%kI{y0>0_Foi8-d9FT?p71wgw`0l2Lg~rjO%h;e2MUu z1@HS(dw_6`mEPYyW*kwN%-k;^oP77;28}mF{3>_npxz}o#z&~C6+Imn6dd_H1!v>V zezj@wo?~&QGi!%>f(o#%u1kxWG#G@Joudu92NQnS5rbFB+i_+|Ma>EGJ?MpZ_Jfz@ zO1O_-zi@Dl1@2uc<30CpkWO#ea18{f#-2785F!`6s(a1yi@>{Q{XIYIB;iC38Hl&M z3oOe;{ypbL0qYv?>)AhbxbyKM$9bc7;RM|b;r)rPKnQbcbOS?Ce*&}b4=n4t`mE!2 z!0TmvtAM?TmNQwP){_kH4LI)#))d7*qwYu9IT5p{EYayG@Js0N4}iq6#{PYT%BlR}wx^1U-7MUTnZ75^Ihod%|3(%6?(os%+I_{Phjt!#GE_>~kG9^v zwRkY_GTy9e>ibKi8Vrz>a37QhyL!YBg~8A11xfVA3fykaH^wdVMHjZr+Cn%nzr=@M znc+6WthP%teQ-+)ooIf*1FCx(Mtd0G-tM~eJ@%c1Wly(v*AmH*U~i+yulQ%uSf@Mp zMZi^U?B^XY1&z9xuJx~^z_}niG2zfc5Nocr=S2h%-kf2?|LHUQv&vU)m}U!Med&&r zdoqgf@|pQO;e-{WHYl2cSUNVhZDMh&& z{p;&=;GWQ8Nl+t zc;MHgNMO&?iVrTm51iPU2SRPX<2FmWjkN85eGlQ1uj@vZFCrY>0}uP1yb1UCP1huG zChAXmw_f|K0QoNoK7RY8h$v48<*(*G0nXtCPtKP-2dS&`3OeD%7BtsMSQy+0)icl#-8lCI_%k`xskZX^tr#@G&V?UojLn zJ-^DHudYnE?V3mDMC72hQ89iE%XC3#<~8+xT?^{?c@w?LjsW2qwbJ@ACqT;c8MS-C zP~0{s;_JZ$uYgmoQ7E4`5!hK5Egc6cfz_a?)zSF_c=u`hF$)krx+O>sDg;iw*_Wh- zWZ+l@?{M4t0(h(VXI^|fPt~i+Ke+dr2uC4WA??W>!lPCDN(#7cSG9UxgbV5~dtMPd z?HTIw+Di-YfNg!1Uc>~+OpedU`EtO25Ewf1=LMo^QaRG}sUfH=89MTKYXbUJEIn)2 z*G-g^qSNp<2O{{Odgp5UT@X%B>RDrwiu;$Ix-(Zb0d=gi{if7d4ZOgPMVXqLP~Vej zQ&XBfaQC4HS6AO{LwPrV(-+0>Z5H-L;<)*gUJI4H}YiRl2)otm3-ej#g|7| zzo9{pKOOk;OV;lk?nXF!epf!7_k^(bGrD=)|G{sMZmNZ?ZCQ_h3wgtet zzPmj#=rQgeXi_t-XQArr`~v-nodM9R8^rN2EGH` z-sJ&jnK$d=?HRz2=k`pSw+?kArxxan1Hqn2#3WCS2Qw z#?L0APe+;r9$kdr5%*o~+%w#Jli8=kt@djl_^(sdG%bglPJre!7hG9l(7= z#(Uzf)vs??0mA1cH!T0C0Q}KeCJzQv`O?f(kK9AyM4>RB&ZG%f+bePm#~B2B|2uc? z+RC(GCt{=BtxOc2G?4cB&U2Zgh{gHn@^;3k=V2_)}c2Ti`C2+A(9y(s0d8(Uk#N(guK z-otIK6{vZ4gu7ry4)78dKPxz7iWN5Yl)IT68CI^8fODiO~M zM?|)D4IX) zJ_mQ%Baha?BEowby0P`GF5&&Td?K}Y9}Eipyl8_&7g)oPVv%JQa6T&8oh-CNJ?^sl zO)_H~O{^tiTAuOw8?f4bFY^642=!>_ZggDw57-{|1vfo5VPd!5X3eW0BJh{hm+IG) zE^X_n!yO&bnN7!MqmEL#Sl`?0?* zjs3XHb7F;EzB2A?*Sc{y<_U--U+D)3+{-K1g^x4?e&fx>sK1p6;;2(26%xL9n)SD* zjkqa{@eu-E5_y)P{h4r5WPTC-k7?YD2jS!?{?bsd10JU&I$@MHG8v{Q=eIbf*0mAVT+L4N1;2owose?o+yqd$#U#qW^&K)#P@V#u8QsbuJ}-&9mO@BH z!#kYnAgd!K8?U^}TfiZTgBz-yEETCbNQC(E}XAN#-uAK>l zyX&*wuKNlgvZEKCEpeZltzpr@hT3vp$-e1 z%9_0mMg64c(k^8MyLa=Uuk70zsLh``fksM8fMG z(lSv24NP44R`4zqgf~BJFz}lXN_V~V8{4<25Fn`4|iR0h8Rx&O{NXR=}1 zyR~^lU>-1~Q+ydXj(WNuryJs?pAe|eRVNBFnSC58|EAk#n+WUhM%sW2bu`{u9VJ4hr2S6$g&|^8l=+T*W^*r*3|<;t7VQT-taj6MuMk8uhHPIH;dzbid!0NI zG+Y8{K?UJCf3UGSJ%NbRr%cn@{u%dGFbxObH9A?tw#lf6c9lKE0nLR>oe4T~1d3&Q z1BkHYG(89;{Qa^zrgLk*;q02tgtNShZsbz=5nt#2jt<;+ma5XUuMnl}bDvx}pi88a z=k09KC?(t#Yv-E2Ya)sw`NP`t?C}6g%W&s*Wx{&sa%BItU=Z}Ver5S=C+yy-$|k%T zRQ0y`@gvV%)TuB|CG1Ez5e>>4VWz(kwLG9sg-RDl#^_vpK9EWzD<*b+vn>R6lkEG6 zdW~WX!fylr-_=CwrXU=fIdWMGZUL*4%I0-?iRe26Xd}{br*0}b{y}}ocP@SX6Gu2j zM-C;p`4R5q6*NGDC}}Zq7uYV2+pX`sqkiu%@t+h_sl2%LywPqc2)(ZqC%sk!-f*+6 zm4lvvK*(@{h`2MHN@SlBxjT;x>s7B3=~dbLCsbl|J4D?2vGMKOV#1s3F_?<{xbgnf zQR8BEqRtudL!Osx2Z{c{1(DtFsrvn=qTP$zsC2b(ocY)gJaGQ_4pRA%D7AF(PwX22 z7PH2@99X}nZhxWnjqq(=wXbQqKzJe_+i5=0z?YqOkW68OM!5UUVOqe38$ACEEA$8? zVz0_ETi2`p&(B4&_1fY{(;i@5>^yg4j}!2oGlr%_^pJY2!zys^am`bFv(>=6%`}jJ zXEIt+%nJavUV_iAjuAxQPA4kbz?#ynw{6Q3{4L^R(*<8&!g-IHS1n5c$z1%Y@lpq{ z|I^>{YBXQAhixbPIN9^$i%0g~SZIQ~jmAHAh{hl?n995N!x)sd1z%}c)j(7-nEegh z8_Mi`qavA4Em5qV6O_@9h;l3S8Y-m`xx==RgJ!t_zvscwhP+E4;Qg6(R_i;Flm&d8 z@a+chmW+4FUbPwI6pURLx;Ep+oG-oeUi}8H1+!;CL~)ajP57P!;%Czjw55$CEWzBU z(QorWVDHuGd+!S#*pfvXq2Rs=%=030U-IshJ$(a0U#@gScO(%TUF&}K%n+58F7i^j zdl{9+@4p}APt|E9rSVg9mZ86I8BPWoIJS0JMB+=}F4%3h?Bip?emB)JCgct74z|9! zRP+%wZtn}0_*dhZ4M)wQE%;hlN;~m z0&iE2wxK~Y8u&AjZF|lI^=-fKV&ny9;3j0+G};sru4a;2q(>bH&vhMBm|Xz8>$E+~ za8NMu>mC&}7DrY6cv;`7NVpRx9vYE+k?=zwDsYCI;m+1;_tq|(ijtcBvs&Np$8k5& zsFQvtahyf*xd*SV;4T}bw!uj+f%9E^rC;7HB3Au&a!vSlB6MT)??iQ2QL5Z!BlNmC z?38q|8E$@ieYL&MKf-!@cFB@`n{m&9FZ)cR2=30KW!m0^bs$2BD@*Wz`kS3KQ5$h@ ztSG$4Fr0{4mGr^-pWcJREgKnLVGM&V&}~!$U_WN~N5CETO7WHcbKKo{MM>q(2UPpb zZ%LGI4DNTFPaDD$_OgG69edso)&++flf)N54*xxPc=`j7p58e58_N**M@JpLyTBg! zk&Monu=jKsc0Ef4k^55XT<=QIh#kIk>Yw*$V9hn^3ywvlCo)y1)s8`}b>1zR4>O6} z3Ik5C)mC6T_>Qp`6%)xGuR9YLrGfYk9sby;@5kf8td-O~70qxV2tRx6-Q(hN5I(fH zHs$0G5YQ@BgYh67yQY75{#KCR%*EYp z5oDcvh8BMZ&OPOu;n9k~zNFA(a!wBv3!3SMI&iYvHtkCsLZpX%+WUqN5NY)>JLl-p zL_BKIgk$>`qMk2|ZVC;!zi3g3i~{!4z|kfd+X!o;WO;J-#Q*g@q}RCehg%mB$=_R9 zN6fAgmigDce=bJ@`^@Lg-)qkTd)Xp~!os^m0pGFz6*CO@DgPoGy#ql>n0c%zBaSF| z?hAA))g)YXl^@S*1`+vPp3f)U^99w}rlorK2NMkiolsmomWUo)d-rGbCE$O`O&l%J zr|Q{Jv7KK{31_?@D`(m|!ai*hVlr$i>i>7yLmwxCT+H{vkfYhC_rbvXNtHiAw6ius zTzCN#9G+VAwj3qA)Vp@C`}cw1`nuzja}t1G`Ioxj-GLiFqvz3*Fc5hzjLhna14%k_ zZh)U9d(Zgw%sxHvMzO{;d8q(zeTn61hg8DJWcsDJc~L*Tm`HeoEkjB^b^)jOCp|a? zp3}jH-!8@jCudP-u0|$^z3A&)2wVq&U(=USME%+H&&pv>L9&U_<)Pj$bQqFS@lbKZ znH@YLVes)YfnPBq9Y3I+v$T#%!1RE7>UPX8@e$xyYWQC~@Eh2*MSn6*r{bPck21B& ze?)Go;i^3=R)AAsr|ZEc5FJ~v zf0x>0!sCCsy6`a&VddmnoU2W^8-gOY*|rk?@eO0cxvzm2aA?)>#%sWSN2OK9H$iSr z&zA4Pb`bn!_!q!^M$0IifVD$5_mM7>tea@Z28AQ8Q8Nyt17F@T_`$JTsNa~YQ`2lu zq@OG34RYXQrJ7c#-64W66U;A~cqa!AbhApRc=L?q9+FDfI_7v$eRU^V&*NNTx6xuD7Xkx zE2qt=t9Ma#TJeyNA)dgOobjDfIS=HWWc!IKyzjQ=l4im?I?jT#@e*obX)0g!>js{j zj62-HzN4wP!iNao$@CWNO@HVGI>OsdokkO?J}mU>cXm?+t;^f#0vtF)-AtYKx)UjV zJ&d~syvcOAxR6M`++DSBx-ns`x^gcp`!cX4-tV>1aO!+_KQIqJN#u_(pfeErG5alq zOUv}V!>DsZ8@qWCjw*}(8^WIEGpW#gHQ_!%YAXDXgd_8Xrt(Y6mTzV(FHefC(HUl!YL=FmBhOe{*8@y9-hkqp2n4#JYh0$7TpU8 z&d3A)NqUV!4n%I#q`yu%67Efp#?awUi856sc*HsqwsTbb>`8yo0Id#o{R&(y?r@!# zGeP*V&${u}3Xncyo;xUp*6ccPcohiJZg^ZWrsDEi#wUt;o|X!)7J5-%pV9wP`TD}| z16wA8@>;qKvjCQgLq*B(BqBFplRNv5QnD%4xE=&hJ}6lK^pJRlvwe%1yZ4>grd^FY>rtZ13V}P(pY&#{O7cK96u@ z`8r`AKN&XuhZ;!JsnxTGN!jN10i;aZcQ#SDL4(ey`hzZmR6>BGy5e$&d^PH; zcA`Ic!n-|L`SHAF;L7&JfUol8WxgGN+>X`jW>--6Y04ch{-m2AQkT27dJh#xn_J=v z3aNPWZB)C0!dno#GYg%d;6^>QVTiEnWj@&=OQW!WT_qqnm~?+|NdfTlQ|N&w9&po6 zI;%GxI3cp{FP5821IdYa)rM28j?X|%tTg-L$V9^NafwRzJAr!p%cw-31FV(Io)Sop z(#L8INVYI~bKouWTC=-G2b5MlD>yW}gGfv`KfP`YfLMrjomIa{#VJ}IF_$QEhjgs@ zkwVyaTjSnn=YX*Lzr9Q?rr$+)rBiQHCl0vVn7u{9l1rRN1NZK?`{##K&&yG`?%^d7VYl_AwBOtV z0;QQg^E11NV#TbD=L)WZXkF6At8Ck*@nEv+N;CI?}6RZhw%DkWT- z(+9C0A-qW0e4piUGLFjBfqn5$LEXZ+pgDW=*0UMQK%2fbhqVyafALM4U77gv+8M$c z*K)IZ+YZ9hUS|_FsSmgXN9YAx!e(s3))V$PDx5AzAi|4xbL&1FCSr#twU?us3Hut2 z7ohITlw)w2oFeR>R8}nv0Koz(+?xdw$y$?V2dCGfj-2IcR_E8C`Z*1!MZ512&I=lo zhJahLC3VJYCy?H?-n8a!C{bBCixy%4XYR96`pY_qU@1MQd;_BAqw_Yb;u6j@nVybq zGueOd2?L^5-#xE?WdKokyhwvJfUo5BDRwrMcllD~Uei0mdiw9~tMLki_b6|-e)l=x z8D}O0{2War!67Zj8b5$|r5oqIMkE#g9a++A)cN0*DWEbQ)IXBp)DronI=&&-Jl zZ@#PFt9${dvfM{p7tSFpp=oi+AL@CzI=UTytU=uaPe(1(cnsXO74vsTT_+-)$(@c$ zS%mA$@I`^|rTwwB%7=RIH4CZ+9mD~H z{gvgjEgrbGhtj@us(>)zbRiYNiD>n_x%VcriR9!^>GC5~{1MJ+uy+ms;Y=Bqh$G|J z5Oy51PXp{Ld%JHGPsVjQZmY^SJ|_Ia+ItJeegXMZW*-N5BLa&5?fgt6>nL+z;m`gLu(k-bLO_!e@_qva)?Y zh`(4TN=tUfbXUHz?r9?sesa z_e9ly;A0u#|Db{S)c5_x0O^5y{4AB=m=U&LVJzF}9|$(c^bfqQ_g9O9ThYKGVCpX5DBkG`Pf@7XjmDY%1C$*yq@?!cQ}T?v8zZKqdE+P&+o>y z@;iXFxj6o)<4fS^nzZy?p+0A?=2tUQIZ$aI3=8rXT0kkZ;2@4psCJhHsQ%-yluKQ1+`uBcR#=V3jR7cL)A4jhp_h@ z`6d5q8@d&2Hl`_wmT z65%!N)=f-tCp@&GJiknyu#ZUFA`{mWg~!a=HQ^fl(|$3&iEz&{0)L{Yn?PFaeDR0z zvVD7Y!x9<@4ugO7|GAOA8Msn<9H0VR*Z32L?syj{?u=e_I5rmqNwRr~pvT4Otl?$CV$tIq15iD4U_ow- z2WVubs15d@Rr7_Nk8uZ>5~7%icl2doa23qSj=>Jwm4qTR}AQ&aKhQ1AsFS zS$wf45+t26oda9$V`TF6`9$7(Qm)E_IwHKVKw-lVC88jd`HFNNVT?$Clh-pZ?@l?D zzl`*_dF>)$ubHpCWnTLKxTfXvmN{)(+K!7|vv=NK>w|wfCM5c%Dx(5V_(;?r;YU|* zZFB0hK*i8R(lG*kdc0BU**h2C=qeZ)@q&$i z4#?Y{39!YvBevLkEgX*<2bt;AHZDZBRMRKSIMjlhY(%(kRSRyZ3BEHztqa#E6j~Z3 z1)__`J#_AwRHEV?B|Xl;7WjR={9V&aA5inBdDp&$OhmP2KDuxEX5yl#aGMif(^1*# z2MPv7jp)y#!0MjJPpIcnU3JhmPgIiIr7hkThbr1=z_bvR*q(iN@Z>*K;x}$eRihS) zpZ89oZNmaobmh~cQ40WP1t~-gH`Kw6?pj(e_HILg(?+f^THJ!~+_7rk*tZRbic0Lh znpL2@Ckbk!3|@isY3aq6lg^{eadeqyLWED08mr|J(Hp~>@>$_WakCS{0YTA8wpTxW zjKTG^9m(6@s7mz~&&quWe*4niEUsk&zB}Dvg44t+IDhpiTeX=BQE}P9wCZ;l-Hi*7 zTb?1t?G;L!A{WP@7NzMcJ^q%W7KMQ9}=*Q}@$YmW5b?5V5V{&kRkvmSX9_07joHW!zoEu(R1 z)v){+Z7p1&E!W0MJb=odob)@nZY3I+I4pYH*gQ0lF2Cx6gECHBJ!Zu`oi{kAJ#U8c ztrMvG#IIu`rud`sTW;Ozg(j%^vti!gKOv|t?V{BSj_bJ5#MX7ndQ)7pVazpsoQWGs?|hnh zIsgwG<>aTSrs1aG_^COLrKsdPGlxLMf!EA*c=J$$X8W4KDRL-&L+8r7{)wpBoT(%5 zfY4`Ghh7P;X&OEDrU}9&?RR#e&3(Ae|43C(-56XQsr*58LpjddGdKS3_+Z@e_f>tr z&qq}BeE5;&!YEYy@RP%tcqQ~(|B?UoVrQJUh#ucAL0O)59zP#!$IW;fEnGv{Qo+4L zuQuYEfM)d-k-4}@w%>`Ht}!}Olv!FRu-gi6(Z3v!}zaFM!&T+ojlxXBGs-{2+A5H)(96*}T4Ru1gfMJ>2l#v8`%HyBPT zZd2+zXmQvSl{r0}J#yh}{P~TspM!!AD%;UKaq^=bIHUXETWr3VdT;KG(^l$3zi+Fc zyN^Djddv3wic4Q`u?gc#j%w#881)afL5)q(p)4&!+(^@F_N@SxtiD0T%kUUqZAH}m zZSJ_nu1r+@vTxm%3qh!HMQWn0|5^OepmXzuge;tK^PJxUcYj=RA?9xTuotM*(|^D5 z6AS#va8$e!iNlZEr;k;8{u;Ns(lR6~TsL^!hD%OA(S`8%o*)}b)P_H+|6RWfl{@M> zuh%ZaE#FU3fy5Z4$Gke`v#A2ttSMES+7ODHsh=VPJEG#v!&d|@KZ}}Z8sGRn^mW#- zOR)ndPJY9z6o>x0T&%qKuNe(&)R)`CwZt`6lb?^C=7gK(jB`wKn}ok^ zom9!m>jc5=m*o|E=cD`^KT;paJwjP)t8VhV^--R0!KWq8LR58o4lTg_pPx$&cUtGw zpRZAa%G;AOHl4s%+xP3RloC*F`>Va~TkCL%U7D9P)&a%%ZufOB9*eS<-EI&@bfQno z8b+)NDIlCn&c7?4n&X)Nd?BwtWsE^k);Gm@o+Ub{weXvJCZ2$%g@z@rec*)u(d+E4 z+4$l4p(iuHPDdF*GJfIreY#E;SK8w42kHmwEvivfh4HPIC>2MPUsf%XKZ#;@etS6M zp&aV!g8r2Bd|YCFsAH1;dfe=rLjx?)k5bW|T_?)$kKc!ac3%v`U-V`u)(IBl98qdv zV0;Y@_pgmFwl=}li45-%RSk(5X}F>lSE?U`?sDsJ_mnwniv z6X#t+e{h>k+cFni6FFzY7M*qInEazXo05VFv2BW6SoIwQG}ct@DcKo$wDg-ZQwH8Pks& zeEkL{410#^AHECiy}21@o_+2R#yW&@<&>XyHFyL2?U1B7L76Bfh@46EnuE&}P0v1- zC=u?_zFw`*J5c$Gzuix|pQGqd@1tHL-EhA-e2?Io1b{fhpQ4;)RS`$ldf}4a%CX+-r=$F!G3`73%~28Ub}_RHwJ9)tPyF|_^BPh< z9VLVwsP}sI4Hacgve5DTg35OOTxz~B3fJeTg%nOSMSpA;<)>^|g3F74n{@q3$BnbS z&Urc-;Xhdie>+A>aW1p2<%$w2qi6$MR9u(!m&7}xe|$!b)*cJj~I zN9w3IH|H%?S>TpeG?-!;E>(NB&aHDJzWi#}uOEqCxHML@*V#>d5*7BM zll|vWe(|(VzqYbbMbBebota7K*W8S|2_wJaA3wf(+kEgrP3qpG7F(@FjU$JQ41K)| zwaEH4xW?h)jo-QNaDe9+h0SAj;k+z*oM?%%H`~76Ipa03V(%*48rFdaw$QTB)%cw5 zlCaHZ&2YuN#L~%dAC)=ldAVm)p*qVeg1j}$Q0~YB8zs*jQKMhQ%#}K8&^K*crN7pW zc))?t!J+Jds5vKX&ZDlpv>6v~2vLFgp>sc7x`9_@H;>AUVfd=2sfuxRxGXjDujFGh z{;kZ>UT2(*TY7INY@as+7kx{z{H?GK)p))(+UA&vJ2ofJzowXgn^OGRTFd6)&gPID z1H2afOuCdergJ!MtB~ElziiIa4of&=#_%(rjvYspZ0VF6AvID7i| zJvUH2-Sb_^r3RO#v$MabUqz|)ynXMvaj5*os&T*AL-6~Wk~L>eWuf9ojW3rfGsAV~jpnYXDFJ=}Eey!V zf6azV3A+?Gy1K2?9CZQrS*d=H9(Ds|KX=P1*qnsEN>0#DJg7uxn)ldc)VXC%ipn)U zf*R>A63-GRC~r|r$#g}pm;B@Ziq6C*X6Dm|#@N9n!PZpxgvyuhZ(s0l8vc3l$FAR< z-uTZ61MQR#MYyc0@=(s+HuQ7)wxPb#6x1E_&~C^;JPOL(6&d#K3~orC=wI`70{%Jm zQSJv*XIw4gTcI32Ghal%`f}oTsdV6S4@Q5EbEk=qoMGQV+1cku_}k4zEmGGfkIV<* z!mVau-Fw49Fp<$E;d~hv1UF~tMrDQ1!>tMKVFO3Uq3T2@yY|ib=+6_K@3ZvOabZnK zaF}Dz2)DBQhz@A=JNcq&$wBaZWHlw!o87NS9|?XR{eNG-dihNF!;On+(#8SCGbZg zNew_XR$Jos&zy`3LuQ_<7rj75cOv~1yq!^DVc_yJ@9ojms97&Y2W&$HMq0;KeT_s} zQhF^=5C7H028p*TaQ(W4bi#u>r*}n8TAzhJzcQ}BqTYbz5+< zAR*ATEE*MNoxPowg;C{#4<@ZyOL6;uJn6b~UYszOO{nQ^Y@C(C1>93+wZOc78+v0= zF=tw*==TWnx&7;&K9Q2!;Ua;q6H_B^b=3}^ATleU)lWpjQ%Zq>Ki5X4{$U3%fr#tRv z${Hh_cQW?J(FM(@{fw>W_j_%q(T&lKp_=M7&f*t#s664fxvHZj?&ze~Zk#~boyIn; z0`X2-K10RjRkC=VZhCU(B7+W;TUrJu^HOlJZOG>d;(S!}pYLYn*oNCn!}@^pl$md% z;<4>lwno*Xik!h`2AOH#hF>9r0`B&qQn^giG0SG58uP{B??2k2@{RdBQvBLcEi1=i zirju8*g?yKcc7x`dEZ8F`Hf4;3lnBtaX?jO495#!d7{uo)LQ8GRYfT*~>i)cyjF>ljU{JwM`F6#UP%$p+_@40pB6k3#877q19= zOi-zOX@lL7Oi-8+&6&Bm^#Aca#!qN`yvUevz#^qia1%HGoH3>F?sn9}nwS5}}Q8U z4S;ijida*}5kb7Kfh&JJ>M6MJsU))r-+|US>35G2zIRJ>%pr4Nk1lRgBv$@d&Y`CAVOnGepC6myiU~B`n9Nk z%hrNp-fvJx*s*U(2QGl%8^f0)!qFe^WEOn_zH;SKw{(5rEDgAqd2J2|+KZiiq&ld% zX~Lq`$1b=&aCS$Ysy)itOmsdB55+|yfHnXA5;^afunMPWU>St0JTY4xm4Bt)>gC3$ zYSEZSbEYrEt=pr#GTt^5&c6AYvrbfjWNg69F$w!nqd#qInF&0$zHq+9YT(^dR`Kl- zqi)Mx8&5sUL2(N_?1#RL2f52H=O4F9L!A{LXaF4g zkGhA+co3fh8Qvx8;MQ!jj`Jlv5yQntEsX8S7Tl+>!px#AoQS*j$b~u^p)#W~y0M1) zg$p)?4dD?*nJx+cZf5{7Aixg?-&o#*ddfH=&0b&Nw!s-!xm~D9FF5td=LaB~)uv$L zJBBE{W4PeB?Z|7|Xb$&We%-&fflCBBF>e=So*{y9l7;-=mvD31arTiSgu5+d{hyA{ zN#hF(SE0_cX5l|)%tPJh7k*2Lu*QvhnFUGU{5=}kekzg(wGxwzqE!;iqVtH&)YejJ2jH(rlh z{PhgZrlZ}&oxmP8oZd*mbtj^z3M&f~8M)pZ+_%%IVq3{);GC*$9>=Z(;f~!$;5VQ~ zW9j*v+0m%N@AUk${mCFaSH{zAZvvqKGcUqd(%!e!eVT-V3&Y0%HLTiuFkHv;=04Y0a_GQJzf z-WtCSgy{^Ag2*Sz`gDz6?XEaAny{A^C%sm^2`VRPyvH)&av6RP;he~K%}UsU(&@Lt zJdkkRV-$`Xm=VsLSdAr*Tv10gm8NG@Q|C^rcHN~U+%Q-F%lOJb;O#;>K1a^u-tCM& z1LYUBKJ2SA#QkF!ehltWyiuR*6Pt&96)I(^hpzj)Er@e4pZ zo0flWK^@~aY`Up$3&M5I5nm53M7eh_L>xZ%0(IBO^!a6>Ml_%R^~bum*$lmb%0>sa zN?*JK)-hT}z8%--G}mlNI8IoI;S}Nl^`{wg4`%_t?(ZnCM^{mm;q%8PdA6uz`EXUA z{d$$zUX>;L??2l8@>e<9ONzI5iCSf65rW%xyL9yXinBYT2l^dsJ@W zkVM?&VLL%(_B`COcz1v>tC$GS(gk-2&PbB)@v=xF+`VVlFPK2(L4Wkh|EPb*S+w0& z+#?XsYcmC9sMqgXymgu!a4{`g8-q$7c$qivamKylbm@f=+*E;2dDe|bjWW&?`qtw1 zX3>FDAmAy`gL~k5)4081xapwJM{{fgL$zsq%_1T=tZXyE^&{?1rT?`L2!^}mQLhjv zDleXuGUXYthh{wtbGHYTvzo0c=URz)>LXUqv!lS-&g^gFQkt$YdOm(uSkqBBXcMk- zVQhhLFDs08qCmMH{KC>t&%^a6C$8^u8G`!LPqCFAP6wX%{ItX|>8Q@6X|Kbf*M#S} zh88dp>5-u{U;ub|jNleEKcVHm8*mTa^C9!F1uC)pYHORc8TBOE_&#?Q0e8=1s}Uyv zxWC_d&5AY!?$P2GP9;=bar{zCUZ@@FH6Lx$TdEG+ACqR47_9=S5@U2p*a!4zU@I=V ze(!1f(g60q^=jX{^F3kE`w=(PVtyfG@{zut0uCKA%ip zL*#Y}boNFq#5JWE)3)a2;P%s>3)yDvgcTEOpn1C=hleVkYdALpHBHq#`0$%QYClF} zA`C$J4sCZWMXlb?94rqtp^r3`MrAfAC8VuhY(5FJ?%y(9YWW1Gg{|Ayb$cyv7BT)a z!0Gds?*4rWm5iDA@?lFM?we71a?zU)Fm#2R*S;X?9x!$p^g!H>dg7|#}jVBT-=AuB| zXG@1{H&i65tu(%dN0etWdzBzEr=t7(!-UnghBgEz{Bui}h{vT70U3$I#@qt-5L&jg z6xZ3vrzNkr2z83;6E|cUg?(){Le9mz8J;g&aSjT!IM(l6iF{g_2DiT z#t#g*hKJ7|bt%D}Z04NefhglqU*3<#ttWq6_o{q}8h1@K{@gkaB+Qu00GHOA&$>0) z4F6M7+`ZXqG_D@Io}Qo+>HhR$qhk+I^LlwNy$jz_N9yt^Is1bM$BB9kXSWbu)O=NO zA`7+G1U(3GUJCM;H`780TrSw-@OWn&a0lquZ3iBBrsmd3JN2v5!a3g^nc^#P9`71RbM`JKWsJvIhum+JV51}OKv2J%y9Q!+6F@oRW)(ym1@Y74A(rP);jU}>gQKfzfZMRK z^xx>YgdId1z8c|Hs(5sNxQVcik5EiI{0lf#mbmlh86xt#V-vzcguA$K!iHg5gsn6t z+;*}#&R_Z^d8Z@>6-LkGPLfuk^6~MT@;)@6-cTBMsz?Nrj%d_orK7ZmD}U{+>PE@S zztUh_+_KO8&@UHb++k;}aWLT|{05!@uvTIQD$b?{jX=g!}H+s^Y1YAZW;wXuj+~d2!E+17pUbG6l!fjo}D2 zX@tbPC45Fb2TcC*e!oFAn*#$r{hp7y@5%P*`p?m_Zw0~|!RT0kKUt=0;M;w(4zZ3! zmHd#nUuQTV&ZX0HU3||c?8tcKiFn`|!|}q^vb+d&{Gijuji5GGaZ|3sR-CuuK(=OU zHBoqvUFLt8jJk#%dgbx$JrU$F{5sqp-ld#2#TEVKr`%s2`~ftqv#7#rKFZqpa)Wzx zCGK8H%Mym*mWZwXJhio`am8^*_qXeC*`L{C$L#gRr9o|}HaRwgv(jbK_X8fdDS!#w zpykB~EzrRB-i*Z>3ZV3OB`x4Z-8RgAHn6p2d;8st+}Z<$eC&OoueSjAu8;BVoknvx zXRg$7JA?bp3uwn8kgR7GhJm%2nNtE+>xogOy&h^m<8dnWS`QUZOr7?wqw2?@7Kdm5 zGy_%t>UVhPMO0vYIW?(I5r18>h!zB)EbW`Smxpf0Z=PhTN;~CHzgxovr8aF`JSL%B zaL5;gM~4QxOzA~kEYHfGQGUQ$+&gVZ@FAQVaCel3+8p3nyKal$ z4(!E2{v~cvL^5azJ(vP+*0+lMSR34P()eJWjS27!KjxmFw+$E5V?oDwR6V65v-m0x zwO!c+iZQ1_YC_9OCxT)XEpVMncrFq5V(*;BO>ewkoaApL{3$GYK@+%@?`WkzYF3VF zmh9|6{bG83%obF%PoL7ecjMZa(PSR#BrR`I)4H}IG5eq`Nt7=3eD|D<4ph_HU4fDQI;xO;aa>&x_1T<2ih zXfqR`ZnJB}YiBA0KZUGv*>weVO=?j%q^AIq&>H(%+rgk>GO?=p>{Z;?!dH^aKp-6a zAJ1slYRymQDpASdDuX+tW&>x+PWSzxw?QP4anISW0_LnZLFEGnWd2+2fo)X6?1Fl2 zsO#iHJZ{rt`~h&cn()jTQ)B$nvSo5?k^}0R%5dlL%U=H|rP6*hFy3d-%k&0Nw^ef- z9(Ww}Z@!+q8XqH~-f<7DVvd7Yk1^guzmIE_w*_G8>kY7|8w_`-%lzF0cnw{6Q+2&$ z%UtUo6wP(E9ln1F2#RF>Ropj=Zmt$|;I`B4RtZ`Y(7#E;`jQuDf!sqzKLtvV8+&tE zFo+bG^9Cwj_tMrK=HRwrvb|c#5SwFg`7`cr%$@Fb>mKgvV)m#(_@6)Apxq@%Kd%o& z&O7(+a?=OZ|Mro2H-?UR`ziugFWe`ca&sfhFWxor-!k`0!KhW{8;80qryTT97zez?s@~gEf>Cpy+2L@d1)va<9b1~+PdHNQ z*K5BD;vgEMMb(wp=rZ0OB!8#TAOO_Ak+v=OCcIxWlg5M&L0Q3a#_Pu1#{K{C+<2!~ z+@pSC;D1~X$$M&WW9_mYf2R)IVkvjNr*}Q!ZGS}zpmFz6hKB`W?YhwD$Em0zx2fyJ zz%vjj7f=c29T1x?$c@=>3k@hU{7zi9Z_0<@h`XRzQSkkvog?rJ7@Z}~e%)VglcIt; z3z>@qHUH(;=qFRpCz9!p;EqUo9c3x%aW1AmAi_?%xlm!Q9O??CUsnSnI3V~?So)c8 zj2XTL{w z;zr!Uqp{&j(SY~Rj@eRO)OU-PH5mbG9ywU_G6J^;a%qq#aOb#hRbO+Nu&&dMjpx7_ z^XzP@{zt-=`L__kN_s6%O1K&ETKn|R06V_S&BLk;_!r)drYe14r^@`R#2du4!5S)- zSIJwDcNukiT`P}heu(0-aFHWQ!ENF#8D2XO;Y|$m7}_EM{qCG;dM%Ap*kAqT0Um(+#1xI@Mp=Cww|fPUHOCL()>9_iJFX5#*~6K<5O)vH_r8r4 zsQkabLjU|z7^;?fgxxX>4Xk7I2_TXAvY>d2vo^`I!ho~-1zm7azc+1r?FYj4UUmQ1 zb5K1a%N>N8a~OUeZk>C6WuVD-!ZD+d?OMVkwX~ue{fky^ZIf_O*B%)^ugz|>pRQC9 z4ba=T)31QSoOc#}a;m7+YS_}FtJFYR%=jXKvLNnX*7OWqw)n;~gP%DdZY(PhCsTRh z4;tgR3#1&$J5>XH)Lqqd>F3TKTt6Zs@6c&qJaEh@*pW8}*M!^E8{aJf>Bz#~+C67b z{}yJi1tcq(fh_I-bwG;0{}#|*HD)31JldwR!9*F?$@+SzZ#xwxp4JlX2!_Xq8{0Nt zd8%xO+m=i69%^hrJzbX~Dx@=T(>?t?Cl(c=r2X>~XKlGkc#ElQYVaMx$t8w;1?N%g zg)h^FXPXlK!-FR8EhZ7p{f7_I2C;Gbq|K)#9i+QP|DQv2d>j!?{Ck z`Ai-FY@OIOY5gxj!t%jA2S`E*$Lcq{n4q(>rdlO;ic#W zr^UFo<3*_E^_z`Kv$Re|gjS zhH{&6$$$QO0tKn&`rS)`^@}#bdx3kGhZwC@)kZzAV8i~^I)s(;wkX5Y7WaYGa=CJ4 zU=LDQ;QgnNC^>nr5jTvf{H5;C3$M?J$AI!V zhR;A0?CFcF7w6bB++y5BQvhte2|J$QVxg~UyjyXvEl_XH<10abuK@4naN0Nt#Au1D z;$wf*-8()k+Qc7Mv71$LcWQz1;=5PVfAxXZ24>$I|5(<_x&0vu_`8-FiTh6h->X+o zzrG!1399TaTwaW`XS}(Y`JfkuYUwGq!5QH7&>*5B^nF`Ja}}{7T-_16*Y_Mi4F-Nn z+Bxk+e$q}Kv!K}^7)h@&+JSOwCZ6Evj61)tEPt)P8poWP6fJ7pM0nv02Lrf^WIj>i zqW8B{*Zju43k)vLIbs2WsY5p+s|okkF`p-{*`0MXI4X_Ek5$Q>yFv}vlP6x)IjV_z zmlewAO~?f`aR&`%1>K2Hly~bU;huWN7o7-p9a80AH^Ut??b&n;;U8S=*|;hQ1UH^Z zyGl>utm<|A)7gEvHRSifAMd&ekG)=Ek)?|}ga_$`B*MU}+(e)3t;Vsqdzy^jE|&Ra;MTfJN8(BmZl=c$ zTNLfiTNlL)_jsPSN0nUw1^96-LiSKa23iO=zvwuD695#Df()D*B z|5!}&lTr&XZ9&wjP|jsm|ZcgbfRhJLPRRL3PY0Vvs`si%aXCv!7G%M+^fb!?oI8ZVwGlgV1|#XhmWN z;VB&}jGL?h3Of2h zUgwc3xGQn_HLDC(wF&;qyVkqRzybeCI(4@ppbLr{tp3AAmi*P1q!|w5`gt(^n>}t>EQV@8y zhoCWXxc0zk+VC2LCSET(%(vl|7mRNV>RBAxvTBk7>f~!U2wufvq;LOWE zcGU-Uk6{dhP`hW18h_hS)P35iMWC|}*z=i%ePB7WhF|zM7j@I?n}Pknb{Ms1M#>Sw zQ)6_mAY3+fQ)RXX2uI2Gwb|Oo3-9do1cmDF_u58`#|Q1nM@A~aj|>eN*iGl?#}yFI4$Wm?*1mz`+pxI?&X*t#2p`v=?fcoPM9b%lG!*I>rkfbZX8Z6uAP#!K<`E-EnT@{VF<|6vfXc;c;McC8bA%g*$?^m9`8WqBL?1|8DR)Q8+n=} zhIXoG0N;WB(1!f~!W zv&45MC{0};nIbGm~F+paZ%_`1oX+zoNSt-a}HY%rd1#(lPJd7+0Z zEN^eKTHH&NpPW>*SN#D>DZiE~m)Q~ZYX6Y={c}+J<9V}QymLc8SLF4YUVBW~(~C>n z=2jDSe{BBS&|uv2AT4nCWJ_SNyk=&!Ed`;+^@8|+6{sgJVwF#+Cx~)p%{n=S1xnAo z?f&^MCT#Ys`znW4gFy51v@H%dfNLSscb7hyabo39rP2TrYhfJ>Vy%& z>#K4fhK(dDGM^ZbjM+4*+)@*F)i>8Q3(Qc->3g0f%^|=yeMuL9zz$^ii-f;?qKd}R zE>w8Rib9wt{N6iE-#T z;e2NN;z9b44!cu8Yro8oPEcK|yQ}6RaM~JFy|q?X?vTo zz#YLDFA`n=-QL}aJNBHSJDh|&U+?RZQD=zs04;|e1;QGgjdk{qh(KS)Phoq#*e-o_ zo$%i?d@iCW->$FLy>y zzVJ{Lq(9|pV-=83PFc!3lYzf1lvKzoMxnkTR2tQli_hyFEl!w_O+BB_J4U`+NVs{w z=tW!LTnQ@~*}Z{C{OFHI2ldED`B51@;hbPV_(ZLW%DV0L;iML3-bX|=tB-%r_9M!L zu3RO@_e5ZRX^58keh`*t4STxY1bFC+QLM`r;LGL>sE^(To;?*Ly$qKDmxnm{#ojoK zYqJ<#JmH$sW7x$+Nk`_N$G?6x`T3kbxXp0Ep~o2)aC@bUAHyARdad2_7uf%3oW>g9 z=Dbd5SumZjB(~qp!heGBVTkdSpIjnL`xNFgC=&QiG9OHVPcA#ZHIv9k_|ltK|MPR< zi`Taqtf~P)!(`9*x&0uwo?c7b2@2*vifhfdIHxutZJNXx*qGr7;Ifv(KQ`|>Kv?;& zzRF8NiPCG?Jtn90{?`OpO$19~)^6xqkNXv9V^t9mshS^Nd+8qt;**A`m3|_;Uk6rE zj|7xF{%YlHDkSn8*CgtAQ``GeIqXF6~|Iu@!Y)V>nhsKGrkL?8|o|_+Ui?m59o~=;Oyu z{RJ(b`(s0XwgYE@fNP8Lafd2B*7QYPqZob*QB-($`bPD2qPT(vv0Vn%?9Dgw(q^Kz zM%n(au$SR8Qgxop$BcKQplZ<3aMag0cfR%(bHbhS?tIeIgM=sR3ljc~>oWop<8k)B z-eC_SrW1DVP5bR1f8l-J4``!K;CjB%r9vs{>T?M&yD$&+4{v#VFw_wLG3YS#-gt%ZuP6$}!*eodN#=rB z{}!A-V)&Nn${6)Ti!bk;@eH*mGCB_63iN+Z82kVfSAK|lZ$srjZKLe>={kd?$Xn~Z zLMTWjD_8q@EGJ@_|00NH9gX{R$eu_u_X~w9=73V(fpPoK$fLeU#wU`9*3)3hb%eL9 z@qD}w!8JKqdSioIK(xM&HdX+^r1@p!uM3E>8uQH4)rf$qYPJ6@B)kWctafkIz^zI* zvvz;z0zueWdkdCaOu$XktQUAs-t4XA2vM(wiJDxH9iyf|EFKd3qB)w zwCW#G-c4h`__%%7yezL#1og}OA^)GBOVpKyRrSe4LH#>z2#lh(m$!Q!TtJjpF+NWq zhkww*G{V_RV@?Gi?)u#6y2}=XI<~W(`t*P#pT=tMK#9(b{}EA5q}zQH2`_LH4SYtu zaZJA*IQcTaCLy1;<6H?m6QaQ%$t4Q;vU^WkTjskWZdqH+b)P{LVrks9E(lkod?->s z1WH^PpFxoOhBh2R1FyfPbbp^plv&ekJJ;udz>!}28H9VBX@M1oaQ~jjHE*My$F6pb z9mY09V0U!Hip7PvD`okL>!Xtif5)`5FB8v#d?&+s0XB6DnY_0Eo@|~;)QXwK9-_hz zqYGOQCNq28sF$Y2u1v&zfz5sHE@|TVcn4V?{V|#aI_hB<=HOs-g1X1Siy=JCHsJN`}_6FPhE*<$_6^YLVcTL z{6_BW&7W@itpi0X3)Kmy!azx}Z13fd%YgqoogSD|&-J>{w78V;{CH-^|E8j%14Ukn zW>*Ni$5PfIa*Bwx8XT(ZDBp0aY2` zo*;%Z1pMKPXiyj^=`j2IIPcWO?7@3S17E5B%O{rr5G)zKFmr7+J{NTD^WCpOMDldN zdFImhplNdGmg!O}5Jat_8;|I-?asnm{|pJ&qR=<$!*SFZ7hjS>REVluP4U^J77&EY zTb>xa1LSH=)=a!}m~f^uoKE~{gZ8H%&m@Fz-#cpA^FP49X?Sa5tOCe++~8EWFD4x2 zkA<;pXV93(_yrN+eu!G^dy?>sC(;3*$giPolP!V&a|I1XKz$vB-b+vvsEaIad6-9m zj)b~qGV6(ec9~h$OXQUq-%lcPGQF3;;t}Cv=NiAFUJx`gzc21NLd&!433n`$_Yr>B zWbxd@;Y9F+zj0`aHIdu7)M&ryMZ$Tri(U-Iz5nqHr1lF|X_hV`(sstr33cgQsTn_^ z4AckFKM)Y!490f^WmI~-KF)d$a%JYU!k#E=WnCL&cni4KXGd#J)*}MlA{yujVjTQF zT&hVV>ln@(aAzNpEW54wKR*|>FRuc%@81H^sNBa}N{xx&vF*Og*RK;nEt6kT`C=4Z zsQ|xdkK!*44Z=^`Nj~@bgY>FQ43Q6=K}AxF)t=MYiA zg&K%fx=`r$nDt}@8 z0|@KCIT~M{#!=3r@=kxA+M0K`yVP>+HQkFiS*EKcqT@R8#*c3P&(Ec)dt64B+W6^^IDd%!>R#QEzd6C&29(vF67kR6{~{?KVGx)fc-4$erTbMKL|&Eb+NL+ zHX@!qbm0D}MxvT>pMFBrIb!y6h^U9gIL$_%P>PS|^bmX~E8M+XPX+hhe3?$YAvo7$ z)-PM#bYQnAo_Fty1mU6I>mQn*`9D7w!qIw3gOX9SX08-+#6&pAB{9iZfpE9WxDWkH zL#N(Pn*#!`Coi5}aUvo!#{UHbqrXY0)LB4*UlR<;X&?xKhz%>=bU|f zEO0QRuO@Q$7~Uy}KF_29NWkwh%|EpE9SCK5YEYZR_`ML0-QQk^z1c)@2ICt?c*9H& z%uxCQyj;d71=JGTW;@*QZaq8d%(1q_K| zB;J?xY8R-oEKEN6HsDOjRvK7M#1b*x0VDi?(aYRcmE((3tV(p$RuTT>TU(zQohICV ztHwY`-Gimgz-?#zT0wQoP};B+xW6{o%xZ1}{-ZI= zH@oT*cHWilR)Z5LJYv%<*AbS4`?aLyP;4LWR=B_EO7msHudR%Dsy7HY;|2X4apu71 zh7HPC^&2GiFQ4=}zW`oYbGWel84-BXV-_y(+MzmIdkLsakm*RWbS4yU)t-z0(rONN zIm&E3AwM|qEn%;daSJ)$11g433L)}G2RVOqi3YhL3D0|O*8@9~;hKTa%5+NYE@#5+ z_>yy+{~Cmw%iM1XQb2fy>1%;FS(hfBg0lPiVRO!e5aqivEUR9;1gMPnkB z`u?OUPY|3M;%X!b@!~mVk#ape24$n_xNXOC}$c+xa*6?xvteG!Z)sq zvW*i#5}35{~8xzV@&yz;?=bdEvr75NQj?3>y>(to2?CZ$BIj!p!0QbB7s&)FUPI z*@0iU?J&c+0!|eT|X5U9e{<(WPXRHO`tr%@Bw{DPJaiD?Lz}xrn>NfX! z;OWuf#u|8Gxgqx-Y6I^w<8Mn?vON{Te^t^`Ix_{ApWSZi(ia45$FsebWw%kM2eVfJ zTvMju2FfztJO~F@(xgSA9nAO^fvPu$CTydc1v?|39UnwgESY{f5!9VAe0%;M2yOSC zFwjoLog2+|4a&KUTK%K9TE5)_{7Obwi3a+FiPo;kxSh?ah)6C$@y)J><#Sy?a59o6 z_=7kh=?|al0|JpCVt%LyB+~}ehx$wLo3IMAXizJ#->kW;=3jui`<7Zh zemOvR4NN~8x8=$7#e#)Hd{!h!;QHS-nnek;ZvWAQp+EhAUp!!BRrM4&&ee27n5q+g z9*^6>0{M(#&1DzQ5>eDo&c_`kAe5bZ;1tl~+u>CGIcw>ak#fLQ*>Y}3b{3Il&|`uv zxQkYmaNG!Ax*8vwZbXEKsM|*!Kv?>P{)U9R`ngifS`Q+8HfdD#o^0}eeJH-(;=gP3 zg}}@IPv>dcc&TG@2=LvjsKR(E2)^6@yR6d!90UL71@isquf>KZ{erPnKE3|Ol$JbD z*fAk&^P4Fs=cAF9W`8#tI3U+8w&=$31@#>m-vjP^8ShEhy#G~y{1#w`ZD>p@b|Au0 zRQQ?q8`ugoHqVf-Z(B6&&!g&;SByU({#X7mqUzEf+{dgH4IzUTznvkyOx5=qbGJ$J zs64rw;T8e6ibW-y-$C#npN{QoPB(Z!d{8nsXbnc`Y{O}C6GSNc^>uNa?nA=OOL@g=cO?!cWL)+!?cVF&bQnmipK+Q?aZ$uyxQc=4j-F<<9YAu z^C3$>@KN3WwJBBK{1@lMISd~R|Ctnb!g_o!u(}V;?qECo&(DP&%5W`+G;&6gt>+Jr zPS|#P=fy2V>BMDjVu>r^R?+qyQ;4E?-7l+6nZToI;>xjvvuvW??|p$FKa#eOvm^3m z$x%TrRDCC8fTzG~b-2AY!3Q_B4Y=J+JA>MU=Hm{<`~bl(&mCviXoAR`@vSE!^CAaN z`C^dR%6z}16*(&3UJOUy8jBCf?I{2uH-ChV`v*{v?cab3(lK5iRzSG>eV#57e??sf z8GkY0ZDRUwsIzZag{?yd`qSK6qh~dSaFctF-s#IAoKkx6Z2?i4s-W=JZ!~EBp|Utu zCGfVMubr~x0b%{M^E@={HVEdipWd$vBy#pLo~yWbdOvHr#lawr8~>{6ZQaBO+Q%dN~ER2)Y^Xkgi!ZWBbe;;8btxcwa>GAa@M>{FMuWm}k!nm#Gu3 z`s4R&&wm0zHp7u5a_0S0GxSG-avqbHq5+v-5fS+^{_MDQ%MhMU{AApcsDC+v*nmWX z;e$~3bJ4sY4JvMgFWkS_p_52jb_`jX@|y@3DGx62&Bxv7gq{5KR1kC|<#|>SJ?e zPXzbBo!atBwT$pO6&?RLR{$^coWEM33*l;)7`Ya^5?^4O->^Z ze-Q&~Nr?Ki`yv1Hb5T|IogY4P77@%_H27@%XH=o~>hFh-1w;@*MIpyjkc_!|dRDMG z5nXf+rZNtYJg33CNx=O{%O})9tfMaWJA51!4-S&&2eF8X(;&SmuN$bmh~c>bU$##M zlCdWqH7Ya#&-qi`>KWF+&XO~!+_;=5q=vY??dk*dm!mjIA{`>xHuU+&$P^;iHgdk? z$s!QdF}!t&|%IGJQMB=S$}m4j)0JUE65K9pD2!hTBZUUOw&<$Id0f z*p&3VA0i?Q_M$f|3FnW>&x_E;rj8SWY=oTu%usQ0RY*>eQNkx9Xe9(=*=QS?|&4s{OGn^E!n zHsOrvKY47n8&Upg^XA%~V4R^lXI<6r$H0#jPcg214RRN$Xsj8AngZv{=-5H!N7$TR z&?b^%#xDg8%%^cr8$crSy+@^upR=sz+XDOfrpoLMX&{)zypO1+^3=Mi6Xy^%i+Za! z<-*`0GJkMh%-;T_``WnNIpIadilane!st9v{}aVkbFEF*H~g9_Jt5P)D5ueegl0`-nmzEkAW0UB0v`nucR!(cVWXqkw1j$6Cx zRy7f8VZ!at=)CG^Wd&_mm(SQ7p{*?wWGBP|b@52~F<4K7H( z5aEd3G=LY?{rS|hC-MtOmyeLy# zWB(t2H;Wc{SN+e=Me&2qNvmUhz#ZxBxoK26VafFLMC`-(o)F2r_s_^((UnN2H$_gEAsDeKlTT8ISN3ind%i zVh>^?LH>00!Gtw_SHND?D#CS|S54ilxRtg~s{D!im)|}gU33b>pBS();ZM0V(`SAb zZoGJ??bzelcp&VtLv(BxQEKPi`!OjFxRYqZW*cDD?YQrf+(QJ2^}J)#1j6xiJDrpH z4n&NcV=GA9uY0^{!nh-!;VI&_gR9>S`?%`=@8`1J@ah0-6maEe%&R>J44M5|BGf(S zQ{z#E+YRWn#S8e8RQim+jRO90*&Z9KZz}D;NVw+W@|B7|fU}R$QGhUc=kp{>0q$OQ zThmHg59DgU9DO+95^#3r+PK&n5YF^5=RccsiO4aRHUI#D-`Rb0%MaqF5@ufxB>QTp z59$~2O&NVSQF*@1c-F_QxOMr#iKk9kfnX&q>oOsd+n@I9PD&$6y=V@1TPl%A7(Y`G zs?+v*dqLzV)8R|J8^f2b=TP~UvDo8O8pwH9L{D_Rjt9zQep1{CJ7=CnX9<4@m7Um? zg7|{m+j@`PgkwhI>xCd4#Pp4EKP_Wk7>)-nF?&En+B^4F|2z*6#FO{8RM!&4v4syF zkGhUX(3x@WQZ4jZVYp#)^H1EPC*$@0)lu5KDy0rsCuyL4Cvp0&@Z$Z`W>wAt`7%s6MTkfU#PD5!-h73ryg(q=7s;E78QpKf{{;z79I z*dK2OjUcQS)a~GR2A6R^pIc)1fk>LYZ%`Eub$&x=Lr2^<>4n-iw;(FsZK-rONCcIj z72O%Pt^vD!GxZNfgNlsv51e`?uLBY74zywj?s{4D%({$+YWz#tal8K#?u)BYhktCw zeQ(~=3r2*cgdbd8eGfztC$5gsTmqs^oanjw7wCC!)RS{myw=)3vGdy!+`rTQ*}TK2 zfzwI1FF2seFY4&+1$;RrZ~dux%TV!Ti>D!d*HF967o3Q`y&KV>O+7F5`I%jn(L}*b z#+Q|2OSkTmTMb;+SDFw7f*r<-j%~0b!dX$r`wZ8Ca04xG=L7%ex1YtLuOM7Fuw}B? z43w;wKUF_AjPTXn->&WJ1&=|j+z`3_? z*G%`rsP{mH+MTV_{@3>qL}m{EF`PQjRwZW&`wI!TuHxYqCqrN*rb2=7BVc`!3fJVH zCeqxkH{R{H1|Ii=)F50Rl#;aB-m2k5Y?Pj-5nD$1j+!+MOA%q&XGBiEECS^>5_g4V zUx-rU)d3sF0V1gKwQA8-0Pem&BPK?K62aij^8;{7ZrNM+O#m*5 z2x?ru9rcySI0(EneZ`Q^6F~AG|C;B;_)!4ws7%ktdqxkGT!Ay;&f`y4tqE&tZB|

E(BmM`ze13$(ct2;9m*pFwc9W(zz)$iN^Pd1fD9v>NAF{ukAtS3n4jPt z&H|Rv{l*^=*UP?Pwt)MrLJ1ICjgll&$(fV!7n=`<)J`$BF58qTchg?GN?e z-@jZjzlo~1X}dnPQ@A%NKhxrT2C$A9O&=a{0C@hNoqOix6JCD#pq9F1!W#X+MumMA zI6Qg`I2iYz+e`~rfgSo;ym0JYG=Tl;FK^t5`qo<0`mX59(j=BjuLO*N-aoSpATe$+(rg~; zz{)Cm{zu{v|IXX)qe-x8u#j{_SqMg->JQnLBd-2@}$-L6KpAJla~vk?*{ zvD`cD75B=KU~qVAzs~m}iLFRVFWGCB#41etajYZ;NA_*;=4QA^lk0A;A~Dg%m!DGO zv*rARU@C8^{#+PJF!oZz|M)_j<^N#!+|Q3-j#$peIXS3V*wK>&%d0GRjT?wdel+>9 z28o@sW%d0bZW41n%^p^rU=*bu^GQgJ8<*!vSI-?t-EA&NaNnZ`$~ZI8kXYi$4)g!< z!7^Uf8^|g@!?9n>zGPhTPe!^sIS7U|T}}crHQ2|ose6lCFtm@l&MNKrL1KMD4Wr@; zsqblj%s})ciRpc5M)^4vf^+Y>;)mWgB(B2n>$_*{3C8>M{uaT!i<(rHmf{lKj#Gh} zf6}nPtOQHN?d+2_P6TV0SI%jBN9uhwo6T}Lf>_ndwNm|Y6TvM{O;5tyaY2x?P})nE zU=g}a4e(DAoZsmBDq{61sSnLr<0M9@V7V!^3WC|6HYTn|jr;!43VQ@o@t)m|)>$}T zWF~(n)q}*?Qg+Elm5szCPM_Z-F?iFiXCp$8m99gCCHmME4>j*SxtBQnhhSBwJ-*Gj z6tjs23dcqF3z3(fE)t9{!+ISa93U|+?H5QTZjsnO@Cu!dr4TGOHx}O4Q}@Lm2^wIJ zV6s@vwdVO@62lRiz@3N0z)zny#{TL12QMzp zC6O4!9xn#8+$C1+Q?`6r(?~EYhj2U%I!l8&=o%xqYUzV8 z1f%aq4j1nkf^pXl(`S`JB<7w5OBr)d;4{ci+LNL;%A{CF}tefZ4 z^}pRnoQpm?9!9g|A1;KcFivT*63pt_xq~CgB!y*M zGI^JvH>+`QX4Oaj1rIFU{>tc=`3an(E|QDyAK={OwOb1R`jZ&WyjR3*@CW;OO+ZsBbfneQ4vvE6!OOxCaHShRf>B~d^V4h0qKHkJ3 zo^hANklei_^Y|CBcAh4$xP{{OIsvD_!=vw;wBe8#_hWR>0B!-fYQ-NKf1pAXi zXUcxuK%mN*>bpAn)bzf^Y5F%oQI91;_|T}X^m zSJ;g!G)OEV``!$zh7hbu(=>q^iG6p%3*K-6f?-@yA!8_<`n_m|5^HhtSwM?fBK3To zrh^7ZoZfV9I>Ab=7j)Zslwi&;D^(~wPh#v@Umd6Womgi}=j!8v6y5I&J8ukJAI&9` zn0_ai@=rSx3??Tmf4Msl43?VwUaB_4I!8LUj}X)@?^v5IMPg~8jma@m^OMN)0(S4P zYnfMzlY=z*j6T8ijGB!L^x;BWOIA@8H;HkSmUgR=crtz)G$w}N+*K3WMM+}PWeaNC zbBM(F@JZwF-sdD1=2MKJWz>7ng89~MwVx!Wbu=5A%LHQ>U1thYJ;sb*YbQvI%+%Z8 zES6v>Djx}+>moSS=gyi{{~+-NRL}-yU`e=!jXOGp#PFSF2tPuwAl*NS#3sUOG_dj- zEFGAvxpt0~w1$UfXK!c7S2*1e+(pSX?m2A8SQ02>SeckQ+nd@}7Tu*p7*` z;zC%;P4y!<*9{u^x9$=ww6Vv22NGiz4byRp#4J1V>WG{YiFMhxf?&L}yuP@3Ee%xr z|B{&WrQIgeZxd^T==VB~c_-@YF6|<*+U%52-M5`!s(H#3(G*NDq+Nf-yIzpQX3eH0 z!@q!wo%Fc_f)sYvpveY`Uy~T_F6#vuV+&tD-+K+4&(ir4B-Zz|F{y(DPZ~|eM9s(dCUtu!nUdJ) z>9xY$(Y!-*o*cHGiVvYWPSi0>VQdeHkP%{O5PH zX7x@Q0F1<8*()j4HilDjHnf5)iP829e^+if!MY@P#ot4jU<; zN^pqK=R0t)wJB1y{}1}+rE`E?7&5GzD!cq3z~bRB*Ak^dehNF2EARe&pX?hvT6`Y=0l#!if(0 zJQ5Cb<4nzF z>m=rBkySUJyO3BtMSJ(V84&AiXxH!qg6T{a%S&?xYMf2ydlRhhm;Epoc(ZmX2=9WW zx3o6!b%NneeC2wj9$b7vYh&^fZ0l)btLl(tjSEx30=PIc^Wk1X2=zW#o`)Gv|Ll25YYvx8a^I|zT1VpTnjHUUuTQXwPa6iU zpypq%>2qW_J3>t#>cep90^KJUibikqpZwHHV){n+*}^67?Jn1eQC$2(3kS~P64w*j z4IWI7FMgA~D3hyy-Q-4UH%MR@B&Y!fZJWEZac{EYh$U z@~}j=o#G-G%Y+QVzrMt|Wlkc&1oZQp#4JLO*Qn=5@tX1A4>9}=@|P~h?PZwW?O6Ioxv7W=eKXoj%_^M7+(j7efEUoqMdEI!FK z(aal3Ol$Ak7BnRh%oDc^dvoGOsUEHa{y!FvXqSB=%~8V08#Jmnpw0t zCz(@Sw*+N(mAxhe8lX1&7%?X~jTKfC^A zR9^$VgFR0m8|d=@5H~adb+mV?D`5-gd0;( zfEn~fpZOhw&gc~V!_S4Y0?A{+k+=8`LF>pisrS++vHwiYJCdXwW`}9m9p`(FZ!3wG zyK;g!pWa7npkR{G@%xkRei;AdrjD4wK^PF*!7!0`0@IbJTdUNH(YIUjtc6q$!jk=3dJ2Y2klOdCcNCR4zDwAe&ygBKQGmD?hhY6@@5H!4L(ABQsa`krjY8VDj8 z)JC_g!lF}qM4vn^fZ8THR}^z-Q|K@X4plkA`jIy<@`KT2zKsl4WW07R-mpMj2mdr3 z$R?Q8=z1ia?GT2Wl@rfJH{$E@;C<;k-ylhe^^k_x4(LuZ{A}(d3IEDY$2-~Vfat!F z7yHd00a>>#YAyL16wuN_rdF)Ft=kp0r49Y#9fs^)T|i9@-k3`_$FRL6=DV%WE$~aQ z3^cawf%>0`g^_%}}r9VioKq8VwU zM`mamudNq`>Af9(RJt82^|r}$NO?keSLQyO>N2dl5s;hn$_a~-LvDPFFM@;@o#qDn zMKI|fMH5$ALm8_u4U7jF&0O50Pv1k_nmmIyzn?(XNL$nU_c9nys`?RHI1Mo!;!elB zys?!mb;{zVCr7{>Mk>fbuEEwQSN&%yk8AJzqy zH8LpMKwe>g*pc>+P!Ly8_cmJw+RjMXdaYQE(;NHh7@e%KctKcXy& za!u$NS1u%$d;I&Y+z5?E%A2jz)M4_RP}=q&JxtV@8eEY?eZGvb+#OwKA(uY(y9Nv8 zR$FG}KZYJQ`NTER*D+=mHkZq|!n3QF8#W4mhhLMHhxNWCVugZQnMv<+9LZ5&msShL z?%yqAg2yZ{=58+e6>kQVnlzNDIcb1fNkp|ULpM~t3(@D9bHVJwKmAu?R{$xF?tcjx zkLOei@}nmfe#M*y&~577`<`R#%XYSY196Xbst7~ zDfGS(I)r8SlD~QTuLn|A08dNnc|g_>qy9qy_%HL7_z;g9mhT;4uZq`#vS!JX23>y8 z>~Qf}{8ttXyM2gh+t>w&96iB!vq=}rS|Y1NUIqb4*df5~>~9Qfs5-B+!5Siu+seF7 zJc?;ye8SfbT*63aL6bIbYs@(Omg`jG4+y>M^m{he4LiN)99@VcHwWMjn7MV}6kzPL?S=Op$T&6ROjA^2`I`OZs_kd-pNPVWF4ePGR=Mh9f2t%jP*PL` zPqV^;(iMu`O&hFq)g@1DKZ?y22iRxwUc)3a-H#hpS9Ttr#4fCAVmW8Mz8-!j9uZZ# z=ZWpQdXKc~qcOu-lDtCb9{9gH_X%(7BBp=6|zsyCwb&HsxRA(7@$kYBg?vNEPY<;86Q-DRsILB-D&j4653eztTVLVVC$_aJPV^| zimmP>8bf%&lJJXT7r=wwuGGiMr;-mj&gf!!`gZ=K&$=M{#T~z%{C)V1tAAk0#vId5 za#XC)4#%LoAzFVrwnH`@=O+t|w<0rM=37AORYxtCcy*koj~yFh!~3JG$9a4(`>T%S zp+*uq^_-RoKfe;&(=Pg+czpt*tb(%UXF9P){B%3Z<|)X$amUn1%mk-H{q8=N7J*Qr zvhhX^3seV%-msh&K@`6N-=`D-uL=G-Ez1JU?zh)kl&ZtOhg%nUIAsDW5vl@FY9x#OL#gpe`(%$?e$Wc>ij4{^!7>ruhVrl3RZ>cY^J9Vc_? zvms=joKv`*Ra zOnl?rhg~s6(hodcFf*EF!0`zwjBBMkB?O>=B|p|Gq*J%cFmA z9}^9P7{RS~(tJ)5eAQNEM*Hk>@T`~AgO!?i!e7mWI3|a`S!C1HT_Z8$smtkg&vGGY zI>`L?NGDctX)ersv4^~`6OT<9c4F|}O&6;l90$js-_}*sjbCTK=Uwnyb*%Y7H~N9B z>GhQ|LXAkN|C-pRl8ALXEq=*xxImcdYX15D#~Ag)IO1mP9jtHKU}ehP4e1>pKaP6c zhS;n#7v>w^L-X-l9bUgo@hxsVkmGt5hwImy)fW%qPXItbzrU-H(}Si=n7*yd!uKf; zB*0O|e?ohp!=XE#chfKIu=05nX37E4j<5Hz4Maksz>8Nt@unD~dVa5XN&=Q!9_4+e z!h+=FT#xrZDL8!1KmFjzFZf%_yU0NB2L!P67Tmb&39tCx)UVkrg9#V*hUdNfjA^$1 z8NBSf0M+I$Uv!axyhpvig11*eOhIC~>LGi;D$lZC3uJ7|2|Jpsb{}Q~C0R$`sld{x z@JW3mBfw2A$4R&?Kw+??qJSsR+i*QG{d^5A>NxGO5) zU{tz~%hC@!>bUeY*9<{2Ln&D+lZRm4Ww`!6&qvH)>^C{3OucWuj&CXFV}r1JZ$g&t zyFlrMbH<_MOf3K07c*q=00)N|hre@3VRj>(KMB<@Xk{f09A+q?8QEfe*HFbZzT;4& zyy~@sg5Ll9Tq=?$+Q+$;usZM4S1u1S{yuj{{~@b27LD{Pu<3rppm!YuQi|^no9Y!Vx=IL2QWv)G?U#mH7V=>iA!R5JjHdw+ z@C6S;PF;{a#9bGX`C#@I3lrRQ+HKk~Cm`mhljk)gHD!F^57Ncv49QjXiZ$4yJp5ee zsU=qL_~gPQWQ4A-d2KV@#GF3PB!caN&UcJXVjr z_Lk#2jfw8uKG`~^m>~N^!i)bDHdzqQl$ ztGxfKmd6H_73dke#SuGWLUt#tjexpS2ZpuyU7&7<$kL-+B`l+3Ax^_rk65J*+Afg4 z$+;b+>wyxRd8FZ-Kh#og#%C^2->-uEW0v2I@X%RF=lg;`<_E4-Zl?HSLy5B?_g`12 zcQM}Uoc4-f3V!$Lji4daJ+pWFQL_#z9B!V7IFN+pb^FDhBss$Hh0@0PtVD=Q#UfCWw)qfs|DN4hSxG!b75RVXdN3S4DuZOUKE7hqvYu5 zEIEu3+5gx;=^7S?Yg~DC<03TO+nu6(rw}4@_eeO2+d!ht_w*j0b(lAkf4S~>2sZ0| z?AU8T!HjW-kVEPkm|n|l7;|P3Ck~&wnDG10@0?AL8sdAdwnG345es63x!?$ag3oTpQ^k z(GIOGaVqn9YhlK^@>+&cJh{k@gE)Aa2o@d*cFaYWT1}0cn^1}jMjS8yvSOn|Urlf+t zJp_*-O)h!ve|3*yle?Tr{i0YcFWPvXH47+jMno^3y@TZ+7bK3g48wiq_1urWSg8B= zlGC~OY>@xt(8MFtQs{uPV$$pow%h5u8}HbG1$F1*eVboE$%zXeMx4AM{Yu70>(o5R zb#gwek?RU=3j?1HNQPkRAO9ml>!-2nwZZLH({oT3XW$p@Q4D3=10Pn)tisk)d%{g6 znK1nMp0Y6kHcTJcUm8~BgE=Zb&Z<`WK+2ctHQap+tCPhVE;r;s#25DV$2}J@?sEOT zv)e91w;QX0>*|%%`;@K=#9*dce>3VmSpE6KZ_vocLK^PtjXmO-)9&HyD>3-_E-iOc zcTC8B@@S0G0bNgNxT9kj^U@Hng^mI_L3Z#se?2BD&m2mAr-dO4k;Ce`Pl>h6YP19m z%RT(m`0Z3+u~$p<467*iHeJ6ew(~VKN}tcSGmnDS|LQUWvwd4;cB(G1O5Llu;4@|Vh7!dE z1=&^^Q}X*Um(X!EIxCG??H8XrUHk?O8{M|*RR}`*GH)J3Ll!(m#NGp0Fpy?YOE4Y( zIxrBPMXcFts9dXD0V7kA^;|=-cSmFHBB+AMT^7Q}cr9C|e*@2fn zER+Od<-V(fwwqIN&S68FSY;42`5!tgaql7eQ`E2N-<`x_IlmO!{JqrkEKhU2Y95Rz zrl&sF9EP!;3MPxOcR1*-Z07Hok2x<)3wG_-$IM+nu05F)!d&sl8R>|hu&68K;}I_m z!En~UK6VIxv8`O!Uc6B)?3mFx-rqrrK0??BewEh`YEo&kL9a;4P~dE z5sZ&V-kDAB#?XzGM3->tI^1U@}y& z>>mo^4~C&{wf0H-j$`JIqCg|jL(rN2;Y)rk1GHu^C;a_dLE?Yzi4M1sW$m zL}H~9b#)o+gHZD~z8)@DuqJ);0S2=bm=hj6<-+5mRUliX5%Co~$_g%AKR4`5L zCf8<6_ws4hI#h^5waasAWuZ)MoM-l7a@hK9Eq`^OSwAIF=bRll4_+_gl!*We^Se_i zDKSw0JGiFm*avjm<-0np+z=BTy&4A3)j>t#$YQLm81&q?9Ci)-i{x`h6obrCF{b{3 z{pSe_@S(}o*4jf2?XAhXLhYUJvPF)a@M4V+`{DAJFnN7#*Px3M;96oS(D^RdiJJ9W zA32Rh0!lyHUrvB?|HF2V6K`QK{LVK1cZ>Mv;yHzWSx;;->;C5tz+rB>r@qEqTt;HP3)^oMf*!mc1_;p#dFI>bZ zlHbVg`M+32x3T5Nm?I^hcbJsHQgL_LO3g4Vzp`AXNc#6l_!hq#z6^QsbKeIBtUbKr z*6bHOY!~O*x^=_`JQw0LqSkOgk0M7RkJxV@A9>7NF6@D$Z?TIq&k2-G7gQxJo)Sz~ zc!C%rcOpsY{kPL!8KLt0pEJ)gEsJPhvj|@CVu`Nj`_GVcpx= zeeLZ+=)d8Qk5q#*M&{iMc%x;BnZ?OT7t1m+hw;zv+v_GU>v#F+i{z(Rv$*W@^Zg#n zw(WE2kaXh-4PXX|Pge{)v)qa`F2ZjonRj4~8gsh~Zxo4*Vg2gQPiL_-%*JczlR3B; z#|Wr}Nn-Y{WqtxB-+oovhU=KdWXODW-8bkt>N3CXrWNEd5bi#imoV?VXH?F|JPd!S zn)ZboAbsbWi5I7iLdgZ4jlbVoV##;k`s&98K=Py+9j0MrW3m6IRzs-LS>}Ot9oe^s zWs(y!xP!KvSD%BHnV?wimEu6Uc`82UKqbWSte1PWUkAtU*3$r*7)si#utqQmJ=e=V zJZB>W8K>3-zLmX+srx@4uvaa_>=UHQd#nriSDUV9!5Ugt@KhH^UPZ^-l#XKlanja% zo6cgpqbc7Hmj_VwXeZ6t3f=x(Xxg!Y3kxbZ&hGs-4?%f7ih*#05Edhp6(mM5K!0z1 zZC(Qexe1A#GS-4`nUiZW7%VVB*ni8;Q@^0wN|U&5wF!S5{$sT|KODz34TS>ot+ALs z_Na@QSH3dyY@LIge4fRA=6tC3)BAhawiF!xDmfK!K7*t-uhCw!T#UcQ!np2*HIU;6 zhYq|FC71_x?_P*0#Ih$<#g)8VSeGv6?{@Smj;Za|Of{Uu8)=zoDI z^(2**?b|S*>PywYaS3!6G=cO*VN5 z>fTjtKj^;))34<1iS`^tQt-{M2YKH^P5s1BLzWYi-$?X0;;%xz=SABuUDCk9S+N4s zfK;sBWWpo6b{Ax?F#1yVaRL3wk2L43wIEqTmtp%?GpJlMM{}yj;VX2`0}hO?{&GGs z8Dl=3A2wS#ga7EVHa;jA;QjD-ArErOy?=CQ$6{;IRv(2&Ckb9t_eH191dJJ|W@|b| z#@gU_vmNb)FzjvC!Vo$I16jCzq)`(JTy`|9x?+xGj$xm}{U0#7TzesR{bk6RmvZh> zx(B6#dMl<^og|nxu0C|&w=6`zxx=qHnE`XP%l=5iEb5GMt^ru{^_9Gly&gQXk9Zei zE)S8y!P-lw0-#hjTGcHl4?4n*Etr;ZVuji3;AzLZ_crS@SXwA3a$~Xz za;qLGC8Stm?ns=AsMuQgdpUb<`>(55HFMA6b)W$D`YA=T+4Nw~Px`zHhL|VhJ6=r0 zK})w#rIo5s?e!tW@c2LIJXyLTZ(tL|=f7BYBbN=x+D6ojrUm=dA5ho__F9T(Z)m2=6F4wj{)?SnY5~qWeRP+oDZ$bkB#px=Q%G)#`}}mP zF;=ET86J3&3KL5z&kJ1Tu!~)IlTv&q{Z=O`gE>*fa4U(4Siy=S~jNCgz~rYBAzRR}<7el6&@Y z}pr0oJYt;sIgGc}F)Zk78pH^S?5~w@`DR^z_QT5u_}~8!%wmwI%V^9Vi^S#dNZ^ z3G!@&NM|~8FpW(?87GzK5hK@ek3N-Y(_)^ut}OP$BsOV z1tm6q(>(n+cvZ*!G#3f~dVcqpF*m{12Fm>hAc}FR7dZOj#;`_^L}7ziY&g7UBCfO* zD|Fz%gBVwARs14O>0}xm`Blf!B%~LGr>zo=nnuUq9X>WnmSY|OcW~X!nN6j|xG?l#w-^l6HZ7&7z zulLSEiKA2KTM==4)onINX;Dye-}4&NbY@TL=ypKsofkQBDW9=CBs$wg)dWiHj7A52 zUSkzg$+<+XhnP0TOA|_A6?IdpitHiSEEj#kBFdoYsIS#?$!1JkwFBNW2V%BiU)Z%k zIZR?YZrgm08sA%s_VJvX!0JV5edVToP%3O$xk6?TizqhFQoLWHzlD@*@9%0Xf6)Co z*t`^?UCmw?@){8w+vxM2SRv-HaNMW~C(n`FSd`;(!_dpvwkwBIn}w+=gVj@(}3xf)tSWl5X+$;5hQ znoWo*RDF*a*BGgWA{L$9YhR>cUnZ~Jqx9=AXKl1KIlB-0pT7CVU9}k}C^_Hv1*%~k zOP^z?)knyQaT{)v_&}_ijdL6_mVm!ckA3dkP0im*4tP&L+YNqEnxm`46|h2D=&Syd zIBc?;u+3V03Lk#nd}*R4f?mdXsl{PiaH8O_z;=bd)b-b;{?cs?lE3oJUtx2Bk==2| zQb|mhPm`&X4Pxb7-eJ#+FM*=GcHO~8z0mehS(0mx4O1J{Ezj!2V(GSB18Y7@W1h+g zMdx%O7PJ28-Zdo#t&2nXJE~joQdi)%yiMmJdmE2NdP6ki9}H-apVPrIn%knZ83Zr! z^0}U`g3k2{H^esPKyqp782|oJ{O0>yenP_!au?Kcw1-|}*?;jEnV|EJ@cZ?rmyAgf znAN1E{~^c~uzTz6Tjzr?L&W|(+re{45~Fi%Fy!Et(E0me`0nMM1?C4@Q0{)%jB|Yr zlq%}{Q6i~ARE|IY=T$>kW=8wL2e5U^^t&UESunHqaJP=228LFN38CO=sh~w z_`kYGSCV*ia11N9KNgF;%324lRazy*_7cz~Yh?IWxf8NRBA&1Fs=~&--?mq$H$g>q zfscxdGqgN=r@kY$442ld|C%$Dh_SDVr5m0e!|d-;|1uJGLxOF=W&7jtSQ-4ZI*5BO zbh6Yq&TNf?-?vh=56|jghEV;Iwx={?wY+?_m-8^RuCN~;WPXYj$Jws>es~HE?_VF_ z*ee8?>``k&8Xp5W?Xf9;)^%ug{PORielhs;3**t?MvW z>?*u+{Z$9l)zkf9uziI2q3)|F=n;PKajrTDibsmus~FEfz0jGbz)vFhH@)Sw+Q#(2l5y$Wb8mHiSA-wn0zFqWh_RjF|36{xrQ;97cxrx2=DwIeHx*#Uw3cOq8N5X$fv6h2+IP?o%NI?dkO(s2?#JzHN~6|8;99J9bO(yJI5cTHn9lzI8X$Z;bZ1yV)GWbQ5F@ z=9Hjv`}4~?M-?$MKVGGV(-;Z^UWW#8dtj1VSdIpJ0rs!EN~_#L>>cN+7HjHzbDyg1 zUHuZWeGdt!F&aQqo{;f%H*s_}b$ig8!32~!qePzhTTrp!v_C;53Mik#geCR%LJh5( zcw-k%9Jc2@Quh;c=N`SY6BLCI+pHZaO?R*(@=nCXjF(WeoqX(@M+OYX*Qzp>xxldJ z6@QNtO*l=n*V`42wTYLjNv2<*;_4~ea<@4AlcMlR;mIVyUZ`W$dAS$ro*QyXoezZu zxhRE8+&|%Oubf5imT~B7k~_pD;{e_3*vjoTSbAO`8 zSes!aA)=U!l<((Eo4o%(MWVw@&yDxcaQ{5>U%oD=zQogIzS0f`@^7e0jVD1XTlL@S z%juZ#HZoyoaw9Zzn(SA{AZ#@|Pr7Fnj|mU{ZMngc0*U^f`9camG5YA&#M|ZuKz5s1 zHEo?sa7rBU?#Cz?w_Hmz3MCkN+*~(&uZ8k6c?_TKO%tq!2?Ih?VFXL3@%<|DeMr3A zsG4qCfKe0OvsHP1P(F2sMofo1rs>*D%}OXOwtpktlm|`XSEb}$NJ0DHJ{QL0fl$?_ z9nAYO0Lj-s+}LWN0`-jTjZR#{P(LkVFsNln%>%xb2ik7I(rQtw%%VAHxwqtaBryxx z4_EApX|aIv;rrUH!(#AjchQRLcU++6QEIl2;}+4n z_?|AS4Gd5`;d6c`T9B1JUqTWxYj97aQchd*yw#Y?{O{-pg)rARk(_&SZY)UIw&D9Igr*(sS?7S*;GCr7oMR^Jol`Oxj28mE>nZ3WR+7B9H z4u-fK@`wKUs-rPqt)c&rWWcY(U$B~Fpm=qX0%anamCe0u5HS6UD@Euh^sPEcAw;#I zTJRXl$&Y$a&1yk2P=GiG#uIY~2B11WbRs2E1p2p++8Wpn!SKk$69xPSUE2HmPp`j( zEfc9i&nR!9;#k-j9p+z9MN;+JeOwb9!i8m=eW!6$L{6*M-w#SzkES!-HHSjl6zU;& zX!*pDXk=sy-A>!ROXUb~E9q?V-1Z9E&+zcrretEhYB&F)IUCdzpR>HJ+YMcv(Qisk z4r4vV%Q!^#1Qdy?Yx(_pjlufP5i8XKp)4bBuwZT-_MQym;5I&jAr4b3iBGA}#`tKp zQI#uX*Sxtd6Y&BJzj}uA^6djkQOw3*eOavQ@E20iZG+0JGrKtdW#izH@7oRCzCrH6 zt#&Ew_K=pSaXV+zL8#2!?rWQ9^1nH>!i*RiI20(-82I3eg*J7sC|N*u_c88QM|BuIZhlkv0B8~fOXj>>J6fxKH+$e}^4 z5RrMI&NR&Hrv(2di$Q#ThnqObR3Q<}EZ4v*LN!ayPKg6<)hKH+@jbMUq?|l;% z7c2s5xQ@b5r}9~4lY97w5H9_G=mloZNbSBEw;o6&iyu=(5|FEC7_8*f;M>VeGe!y{)PpL`d&Z!;Q5DP6wXkXL^`gxCOTHUONDj#ba;0-EIcfPwCdmsPp{c$Pv$rQnC zOK&tniet!+qJ}gWf6+uU0E4>svIQK!?n3pZRZ~73ccFZ1N5Z9zO3=pKDCtU8#KsR* z9}=Xf`K!S8Fut)ZKo+n%p(bYvwOt=Rk8d!AdM@%e8Pku@ws*C)rD`BH=9t7iU6LZW zI_Nqktp7Vu8@EyjI!)$Q{h7QAv64lD?^}OBP1Sp@NWEQ9FPiO?wMzk-kIpBRiDpAX z`plzBMk~y8A-z2=@dCbPUl|cjP{9cW=`Ha|14tJ6D$`iF2|5|X+vnVqG0l}WV6X!k zxVufAGA}@beOc5Yp;E{VIQsS!cPggrJN4eU$Q&!VgBGMr#jzo&KF9DpBh<4`xaUaQ zVRzepooAcfu^?{G+}9Q3#QIiR``QpX3nCel`nE#mK`YAnJD;FtnC@4O!*to=At*mI zryu$0Id*IA$`9|j3~iqIql|}BNX(aR{NT%PhJ?7>XAbupaI$zm&G-lVnImU8%;jK0 z^O;T6*1uS7KGovOD~@&R9g(pC9rr zL{<>HrtTKrw0?oDJ4EvG+IaDw_IsAH%>vLaH2h&OP69G$YJ`1P@LjQf?!lYXIIj7X zK-Fhqg0C*|GbLagn_sh>Mj=^9ANM_bXQ>%-GhXJK&&k7NI``32?Yp3=i-9Cyuodg< zyhAn5F~P4&iPfRSbC7fJG0FMaEo@jXK@&bfeOrXF;h~*4!pgglm)QV~C;cxmq<%rN z>A(EY_j*t$Qc>T`{tk!BgLe6Smc#0rwTT6{RI#Qx^etnTA+$>;rMIk5K<|q6_(|;( z{$m+B&*^#=f|kNmOa7EWrpsN;0U2*-oe{Ubz48{2^?-OA;Rxx)>eXt$&tMF{?>w)4 z84m6dDVp=0gmcx^7fOOVv5jEXT|BRioo8R1UNh@}v5oRO3&Yk!3!`rH{jO)2v9BuM z|LhiM)e0=Eu*<`uNa+u5%HN=3$n`2;EHBip6m1x-e+EUFOAklvZxCEo@zD+!e!~!1 z%jt?nEMx?a>qeeI$eEpsA=-fDQq_oExu@So4X_lf#jS+S{K<6(pvBY^4(=gFsp9J!T!wgq0O-3ijG7vHfYw zhNVzt7^KlNo_Q1N(gs7!wp&3d%iUQA@5h*Clwv%ayphBpcS&o`!~>>jIPZco?5U#J zAV0_9b#y%%)H&{HHTARyl3mC2Kq@;Sc=Pt^eitXGe0XB&GJh#{{gJvAp!E)FYM-QU zINA<%Qv3G1M4!O2-)BOu9ZQ6|({XBAImXzzD&URX4PWeUJo4aoMIM&&oTCkDL&cRo zH^Y1TV6?-V8Ugh|@qhlegQ-)|=L0j)@2R@vYt>6Ir4u)iKU#~~XS5}{&>cIEcg-yv zVSo$~pIV!_BO<$v!l0@3H}a|nP%bUL+hZR<)}CeGNJ^{cQo(lWJtWpY}|~T8<^Lq(_b?454z)ikFnjh;1kOMoT77 zLGy@E$r0;MSU`vmI{5s1v1`*#nRk&;F5X3|W{JkUmEQNStYOEl@0zt- z3T{~M^RRLB$_uO^y{_--5XF}4*LVGH2w(+MS_qMIiW-LnjD3pOk5SR{cSKW;Vr2=< zj^Z#(sL^@w*zC-bW$679OGrX1{GX3vqsph`d}S_d+LD*aTxyQxA&-*7NFLb0${@%n z%Z4Lozt3dv62i*2ExG5`myIb zl~!zfcj1~=+W^57N+SyXz@qeR6`MqYU}-&Fmkbqp^aeYSJO3P!b)3MK#Qgd0@zWS_ zV6s(2-~qN4NM>_)-@z(_Z9g_Wk&|VNl*0eKs-{->Opgt#qaebRmMz@r_@mi1a#cfDKf^_nuQ&4m1sU5~Nk z@%2*@mh&W*i=nnTq4Utc`S-egoBFUsRMX+=r@xT2a7sx~ngz*9w6O>|s5)_v1~!N4 zd-OUE4vqO|Ccin4e#eS)isPiQcIH)b3bQ6wtK__LGWUe3!MEi(2`<>F&l|i-Y76G_ zI7`cOQ}bF!YWAbB0=v%nO}G8wfr{w-40cUPB;T@8KW4KJv-Z}d_-KpZ$mLwy=)cNX zb#U{dttumlf!pGb+#6o3+1CvMg7z?!5M4Z;br{}3jO($SQ4)fK$s|i?I<~U;gWvQDY8}gAXG%oBln24SCs-*5UxnaYv6(5)uC|Juo z|Muq->UnOoZ@qrnC2VgycqB~f5ex(bSRRy8!0L1VdSd0sP_cXZkH&8n=yxO?bX$8I zRK_yv%hc>}VAoG)YQ~9`5d}U$TlulZ?1{&Mt1*^@zO48jFmVb(+b^B^qzloT111>Cmw*FDUjF6Zky;6mw}Vg}jScv>eY8tj^zbBOWe6 zdm7`pmG0^!2G-Lw<4kNSkt>b6sY9@DwY<}^{SLu;+JXjH#PRZQr;XRYVC&UuWpB(! zuuHI&`Ab|J*1xaU`0_~=>plv4#?Gi=+1{Pv>mMA0vPTcM+nvfqe3fcq_xKz17~V4} z`DKaZl3V9WBEzsL^w6TlnGM+VLO@@4AHZ6+xB9 zj6tvyGmPEPYF=@31e^ZrJC=RAKwBZuV!YG*2465XIe%%dlU;$WzNq)`r4WugF|IA2 zXhh1@kcn3FLd-VWY>?|70~2R5XhM37xuEjLeTy>G#r0`;ta*pcb-!(|?Y@iI*&PzF zbvJauY4h7cJ8*VXAeTS|?0(EZ2Q2>Ktew7O1@x ztjn-)2}agwMi!>9VV|G=gm%+vY;b(@!Ka}D=0E(+72xQ^y4qV0D9vG*JLozrBM|`U zk=DKJ!uJ5H{=6c?VcmwkJEK`#g4O=v-abS%~CI6Dzs*|HFhPU!7m_ zO4NMi!miopA2CnOdRBY$d2G^9%F+y1fl0g3nYS>9nGp=KyMt_?n&wK+orz@k`qkP4 zwb)e7^!4w4HOMTLiLU<(B%YPa&$EGgYm)4Hup~|K;>zv3NKU$RbnAmftT+rQ;rBeS zMr8flM#gb!9`+_A*zppyW{9^4>xN*%M_YFmw>Aif6ZkW$`VRX4__BT976Ww?Y)5pr zUc)TLKG*kAK2Um5V!*rd4opR?TsMA54eG*VkBx+B;kd@R=6td9SmHD!^ha_8%Yzx6*}Lq*yjaVcdULG6x(2NZcDA==_>3!Es^MT*8tl> z?7vP|nLt&?ARE)e7nrvoJQ-Qgf#v>6Q$b&Llb86JSEUK6{=puR7>*F>{ z{8(nozA&f6g!%u)f3>CrDapJ7W^caup{i+*6SDMQ*pl2?@WgEbd#mYwsTjA0Q&`s6 z5bGDV*_*N7hN}4cdTYa1U$wA&*ilJP6J`&jtnS(v**kQnO>nv!=6=m>e`@*xs|_4!hU7^4D8$B}5s#EeIwuwmzuf*ogG&@BwSMu|YJai9 zec;L`^_9>cGVp9{t`l2$yS6%uGvZ+S!?o>h)cA>^_=*7Q2k6jMoxb<=1XiN%M!TGB z%nke_d|tR2OZDiwYv{HNb#oULz$)Eymj`b8V%z<9Jt~r4VTndT-faL&eSLrDYv ztuA5N=dl7uX?BH==CCc`-USAki#RkSobcmz3sQz<5A#`^!2JLE&pp*zx;ot<*sCu8 z_REL$SgO2I$)r^nmQF{~z!O-UM3z71X@SX)mVEUi60v|1WpFh`oLGb1p=Sc^vEJ{? zlZ9Uf*!7rmmFlbrwk-R2;pohZ3B3*{%&{>K*v@qcMsIZ7sZJlp(mQx!&ao2vB~HHi zrQw8a$A*2oOk;60Kf5U6R3na(HeQj|IR*NnCB_@}kF% zVMoBdO=s0bpvE|9_Q*Y7EPY28oN4qSP>DP*NA_S0-o zB3~1Xs&wBKg0<`swmf@*2_4C-XGGMoLH@q9bw(MEo(Xv1D)|LcZ@ATddKiv18H+h1 z->Gpi_wSJK&lOnun%QdUjUMLsJ11^F>5VngiE-v`2Z%KX()1)5)39A#??wC9L2OpL z82;{5_5_w$pK^tFe>V<@z|y7)BZ19+!BYjLm2F?)g6c51O|w z_=ZTWfl6AKvp|i{o^3f^d~+AEqOx`$r!WU(dnklt$#Y<7%1{3kZEo!5Zn!<6V1TuU zc&{s$J;165S9(@%`3rS22Sv^sgV*O1MqwpUlK1uJ!;w=7)d zg3OK|&vyMjg{3)9ca7z_VE@|j#K+`&@YlhQ~xZ0ao3j}2$NpRsiRz>dr6 z-&V0TWBavDb(}&nNGA1|B)_)Bsr7Wg71pRuYR7BJL#5~1XGfG7p~iK07q9z$D5&b% zk=D_J)$HSG>|TGc_49zoCUY%p6X>1ZyBGw$rrgS}MLuEaV*IYa4Ue#dZclg+b0axV z{?dO21y8DoNB=%KQCDgV=zankXs_8i7^^tvzPA6h zgpqG&WjDz^!?_g=7sUz{aZ37U{?1qW*rpPe$gR->FL(Y_v176$)-;TWxZZh=jombG zfgO}G+~AjViolx9=W`bKj$zJGvAH9sDcE)Qq56=GFxE{7?O*xl1eBAZAz_OUE~$|d z`5Jzrho!H<-%VneQYUfAS0o!Mgy{WEYzz>0`fOK+t)+`17p0n@$C$D3UA+|awP{jm`wOv}SPAjndeXx8n&n;~4+*lprwHaHZ{%veB z_=Yv#$5u&Ng(2nR^W*lZpRnuSr*rFPsrO5u-Pe;MAeU2_UHXFXg|_vQjNy}bW?dPgX>SbkbJzLWq}mw1=v*t@Cu`rx3efHpQ}b(Y1t z|ADHfrq(q@Y7nEb-M`AV3>qx8IwiftFoG~|eNy|18t3GkOt=w;O`mFWwpgiPAYrIo zqJ9#4B!8FU=qL_bz7~qjevZ8vXN!sr?_gK`Z`H6T`baSh@zCxfup{Ge)SE*A*s(Br z?1A0|B#9NVX2KBL)+cDpGRTE52rW8=9gIOsq}DLWg&K5 z`qLY+zYTllmPDj1_F`EZUDuDZ#nlVH5A;E?O3u)r94iimh?&`x`(UG`?*oZ2cBJf_ zHUFVpg!L&!PgJav3FZ_J|1DMPk@AT)DA@wt8~Jt?O9f!lV_Mnq0G6~)GA|_CK`~86 z=H~r`)emsXgCAMChS_z)%@bT4QAQNo_^D{5?ieJ zrp`O8#lc)|ul{}au+&FVOH(8a+rJB+_3+LmR&8ByJGMU?0(EzpbtUoQzXP{LwBJ+X zLo01}i+nSzJZ5BTTfZ4wjOl_B7}~!nE495GD~*;mJhF6vu?{*f8N0Oa3)}LlVx!zq zzDU*q%+lPrlQlXA-(BR$nmXZyE$Q*TYnz&}dh6CV>shO@U0iUl#NY$yJ)836#0WKC zKDnadeN_}z{#mtCamWNIzRkuvSy+)AaaLd~X9dps-QYS=xfyDm#cMu!-^IF%R`T+2 z4|2`gWK3E-u&b{+ddW)?+RCAe-_eX6bJMbR?WeJi zucY$|sQ_!%uYBUowu;2Km$Jv+j|&@3q?otlOJR>+Z*{=R>)7-}DlTZ)6C$6B9Pjxz ziMb(GfA=bV!G0IvbIKb>p+hlU*xdgN_OAP8k~{JMDs}lMx!*s;a)i%ngy= zOCnx4y3hE@;VX(*t!6P&A8-c9OM7Be?m0kn+=&CXCpRED%kgHYR3=imd1xmjw$j=n z!Ts2>T))AwKAMp$Gmd=vv3o-EEaVh~d~6Dc#kRMC7MV_R)aP^m`J*dsP;1z0s&ssY zny1kDV37aHFMiP70O~>tPoU!3BeQ=rJ@z13h z8WS7_$-9$0260~R@weI4!T4eedr?Pg1ZF5c61}j(8{_&G)}&Y)BW2ezXQio-?N&*V z4744!*|xPH9!I#(Y&w11ABN=WXax)E_qvc%druiV-xf6Tu#DiC>-TWwl3dIdUUPZj zQZ3d_z53qZb{N~Mb`v5YBrJPXws}L~5uEupmc#SS6k99laU77(1Wz^(QSaen9_h>{ zq_FnC`MdVhL+RfI10ZYW zDdTO@2O}-8+UJoX_tDchvh2%_6tj)>jk=te>wan`JroHzcvQT9nBwe>(@b` z-Z3AWrGBhbU(m3s6~M}&Xs|0R#xjpL92px$vB<|!lv2I{8&=U8wT)15T{Cg-!D{Ss z*quIaVu@KgyN;&qjsP;<_CX(dzCSVx+3^NC-EMPTtvZkG`ZrEgP8wtH8D8giYxqnFj7OkNBjzJ}_hRqeNVeGiK%mJ#)jeSB5 z^|38Ob0(+eJB%&!m7&%9SjUEql90>qdg!UjS*)$6>+Gm;ddoR3rxG09RPp6#uQFEu zTrK?~)DcT2c?=Jpv&A~rW&H)&EWPvFf*Fo-Bs*Wf84V+W%UqM5H}$-g5dzTgTK;H8 z#30rcHs5~5q=OxPM!DOqTA0tdGXSR~W*tAc(Xmccz->kl(QZ0*P?Q|bW zs5Cm}miRgsM>!!v@!@Ig9$VJwkNuOlm}ekOter2A6Z?_^9Tz6DdUc;-b)WT~7s}Ll z{W$MHons07YOUX;eRnrhn~x7OzLtk}iw2)!V@4dgZ4~z|HJF+YrJPjyV1d0IQhU;3 zOtE_N>Fag|9#~gfYneBH2pZm!{`on#K!Ruo)0WJ64A|yW_5IvS7^z-2eVfw(S~ouU z(a#%&ja55ceP6D{xk}fi(?12V_0%VeQ+@GBsa&o{bW%F5W#vp_m%hR8c%>3dj9wwx z(XWF|BPJ!k?)xISe&MMH;~J!_9*gb`utD+6f$HiJ$l>yBjNJoD8*O2C(zViZS-Q8LVQ6 zv&^we&Y!{Vaa;M}JKG=4~^3Zka_qiLY)XC9|Eo?OTDicz=JJS`g(uP z{R$1mSfPhCTA&5xw&Jn7hCFck1I=EM0}>rXwzBp-LbB{#(G&R{Kz=EatUB->OE~C0 zZD_ZR{b;y$GFD#7$aX9Gjn&_;lP{R?V!Lc(Bd^0=>{>1Ll|OP{{MAss(zJa&v>w{pIz7ZLI93fcOKZK{}9Q`+ym$e z9`Q~4!;bBYC2h5KE3hl$K%Dh`ORULa+-?!Jn#7t-vw;B;!<9jDecAh1;{L)I3$zJ2%Y!GPa%m?;cNK zw+kgcV8(wwvrMZ6irKGP;BXvW7Yh`o@Vz_TY%u!`ufML$6AU%g^Wrnl1d4N#$GX<< zn8d~+wse;Z+pT-%-#wMbwyiY$)+THW7A>s1#*Q8Q1uG)@`mlHN-l-vHWvE+sdhhdD zN33i>B^wQXB>%GhRKow1df$B#^FKQc*(T+?qx7S3cs%vNpk)^hD_c38yu^V0QeQ7` zPGG~XBl(+8Z85_3m~N}wr9>PHTlU`?oM+kbXFwL4LUZ=)&`rR0%~$F7mZotk_ejLw z_;XOQxFaDn%mW)lr+NBqK4SNc<^FNc!&}>R*_yCOn8QjjXC8~>3-!A*0;une&Oyf( zr4ZiBZI`gCc6dQDmAY!Gyn$S9hHy z7Hj}xK%Bq4GkvyY9Zb?F=Id`m?VXT>pT(E4>0+lQlja(NnSUkG5ugVxD}T6O6iSBj zxFq>f=U*7x^Y4`S`qNlT3+E^;NWR!$ax(n@GzFNm-qYcPba#2dcMA4MK5iUftFjBq zV*UJ|y6?g+=b@nfTUHRoxpLzLjd<+JTfT>8cC>Lkw0eUDYvWJue18-w{)(S|7^nqV ztC#hi8Pm^pKj$pK)`wo7MVk1j@zNRn*7lo_MK62Z#h4vg{eN=?q30qyt>BHVSCb-d zf3?Am2NOHn#C5Qe^TH920~ttZ5!MacS{-^HHD z#op0pwd%5;ur1T>1TI9u@h&A9+}sIevg-S89u~yFw+3ut99xJLbu|liHpj5?3bUW} z-aXLaVWt}K;0X*&Uh=-Ld>4ksEO%y{?7`_x_gDSD}P zU1{?bl~qVFFcTMjdl>V3uW@p^Ex_>ej6MH!%&%03EAClKr9-I?c zg?+5r-zGREu&m~|$eOfg*mz)kTvll-_T5OjJAZH!l%A(XV|$FC=Eit3HG_wWP|MSr z2X|pd_p?KN%mP@W@OSBf*$Hg0UoG))&q~Z>E>8RA+79zfr)WU?|J6M@wH^EIjov}W zK2F7RoMYH&khW8!TMXON>>TG-Zo|&1VxL{LT+mf0^XB)jFW7sFS;^_SElhw^jyicK z&hF_WOfUFhhg7CJXJj%A9_a`jk&B*gT?bdaa2A0;OgxUu+O09IdSVAj$O4+ zX7j#|99Z@hPg{hu86oTth1IAOSu?o)yT)(=x(ESY1^tzL6$ zCJOewbh3UVPQk8q0g;xa(b(8N=q@_Uk9~&^>d5#V#Sya|FKiqFaUi>sM%uu^*X~2s zcNK6*`OHt9v?JKLn1M}Yj5z%MG@m-BHw>w*bBh0`g8j?O*cs~)PzL(f6?sB0_ak>YLNE*9R2UG{fldR`vFwp!MXG2RzAy4DLnJ?OwpV%#V0vLVd_M~U|)j|ZBtUyGjD1)27y3?_fR(-y> z7kUoZs}{`lBPBF=Z>MG*6qMbwk@qEGyKw?V&-OhG^TpIA5p_6HBE@$^F$lWrU#-mi zwgrdS_8-a~?!yTSy01EpW(MWFAAwdh*4f7r>sbo83xCg>HdnJj$l zj$Ova>u+kT!8X#hc@0kwC=DDCITz}U!s7>(4I1i~U|OE#^Z5#^b>Xz=^6y>BN*AA=q@{ifB!J(V8T*8S~(2?(3d+x{z9R80h+V}75 zk6$M)Ky9IC+lkn9IC8q**egd3N7@Cq3ynR+L0=lUsQ}0<@{$!ct=Lh%TzBZnXQ3&Z zvF~o1y5{WAM(H;!VEkAdUZUrdW=InSFXQmuYvY2%lGV%Qd`m)p&T4JEXnsaoe|qk z6%BDGPhwLy-t)9siDO@*gv~as#$iUEBNln?NLEOu zgf;B^`!r{44d3u!=u{B)e%9`q_CJPWzBFKUGqk&LRhnzt5)3cO_O^U)#NI{mPo|1@ zaX{tVnmjIF9QseMK3jaNZAe@JJCD;1VX?pG7BAa*1{^+EPrGrj&#;Urspy6YbKAXP z%GCJm*@r2CU-zIRJH)clA_7}u%2|%fT*VH`a4cE$C{k{92CwT7!KQ(lmNRe8Vqd$2 zl+4(D=sxsIdDoj19C50nJvbP!|KsZER|9SLMyHq=kHGksWv<^yolpA#>t^h(U+%vR zUvZ}u@*q9e>Y)v}75gF;g&UXzvA1P#HEA>uJGVyl`AmjlyF2~4Lr(!sF8=_BS6tk9 zE87j*eoCHp{rMgTf1al-8O^|ylt@!w9TRj-?cZ#9lov*L-lytiGGOU_+Q*>o*UZtj z`1~duIwJm4F5VG)UuBY%~a-lNv z)AQ@s_uxpP>NQoreK4?PPI33fWbAaUOZ!#jg~J?lA0(JJ`aD}~T!XU$HxDTty@M3% z-&^vu1EIB2`>97w1x`kA6lz_e#_{QzF*}lUpwD-Orl@Wv^*M9pz5Ovn&6jSuIy*OF zS9haC%H}YPKipMIj32?O4HJ9%epX|9)b_u*L%G-%zE0fWo-T|?XUgPj{l@V>d7{dG zKcUf1u2yNwXX^f>;TCRVyPwskP5fVQQcs76tMnMOf0SA*Q1gUAUD24=;k$6s+s!+y z$^{0i6gn^Hox#r5lr6eH8gQtUHukg&hiO!?&A+JeEH&MIQ-T9Bw`c?(9HLF3t5xIl zFx@{Ci=?l7)913mv7D52w~t-W{c(Hdr!Es5ELfi78IklN5p8ApAdi{GD&^kBb%ZjY}2 z3LJTBT%kU!fjx_hiq76D*ezSfA8ATG2O2l*$sY{D&Oc7HjfTU^KHbQxUne(TTdOQ35sx#A^7N%53V?R zI^3ZzC=C1S={~G5sQ>98!LbKM74CF7bXmisv){on#|tE;Gi_r!OJ}h+v1LA#f z8_fiIN#NKH^3b;z<~aJ24noHMbM?jR&-_O6sFQ1zt{ise|MO|P8iyUzhAazT(xF?A zy>07RV`x&M1Cw$3P*+p_X+G?5=B>Ws@fQ2P7MwrJDTyOo?}iq49mP&#YE*i98;)iz zbE8LQ>2Wp8-(s?Tm)3yYmsqp;yl>&Ci+Ns(&01_be(bzxCkqaCHSZ5;Oo0Awf~I_j zR>`7k<7v&%zw-Vb!K`N_28L}kz$A_YooMg$VZ$Ll`5NVbb5PG$9C+05J&u~wxy~?D zV&=TS*GVudDpCW<=h*2*2Y_LZ_mI-CKphTD4|9J#a0n|dmpg@psbj0MQfJGL_dqFJ zj62`{3Wh6xJP9&!Bp7Rp|6ZzR#ID3gG9#Il*sYr?_*--gdtcNPvYZ*gwpl6GUmSxl zaN_9Z(SIe_oW%QThr&nfVyzX5y(Iztr-O2yzaGW0=i6!*t|Z{_fAh}s>NI;7Tk8FB z$y&>E6dRu0y0j~T0Y+Sw^XM6h=%BHt3UrrK)1LV-91#7eA)O+R{VFsp(Ou|@a=y7% znwmdsr2#aC2v+g*E{jw~tSXk-;rTEX$u`eMHEw>v?h`WgCtKWbCP_S*OCkjOyt8*6 z_v(g`ii;<8rGHZI(IX+DhpVtnRL-V=kNWu@GqgVAoh32TZCjt>!ey~Z+2ZRkGycW< z+NA^7s&G^KBasc0XD0;nB3faxzh%2=;Ad(+ZfULPe+0VNV?O8jr{PE!TNRs@436zN zdbP3THja#{>aTB8!_gC0X$CSlL$`6a#=f{s`@GGL!DOSb!Mo~8>^i+3s$z10hIR5laadOfn960pw(NL@PqE1sy}Z)_o`Jx@{Zov*T?ELHQI+G2CSJkM1Z<(Zb$ejHelt?xMuZ5 z7wn2^EfZR`gWzyr$P#Vx#bLW*WmRW09Q{;@oL@q*@B3=mJ-gy?z^pyw@HSo~I|k?Q zD)(X63I~zmazmKtNTCVku;WWe8kv&>!))!O7VR`3&(nD<*z=VZ*71Yyl`j%%pTwZ` ze0Iuew;*WG@rxN*F@dAkp(Af2KX&eEWsplS!jbcdBReL#VIcUD#hH!PFnW)fW}JoX zmA%bU1->xrOtUAnz`@SJm**Z&L9aHm`}O_%aQMFAQ=xiI?B&0HnpxHb+hko9GCF=h z$C#ax{J$}%7~ajT{CYE_1-`lRbL=?wyn0&J8mEK}+BbySK3s%pw+k7c)hK4FnCuBgK6_&yZ}3o8b99_@k>=_wi@1qVVt-dF0ChoR}S!8gzb zd-p|BVv_ZdT(gEp?br{jIVIgy=kXDzPrP}1cVi!PDF^BgJ@Un#BT-*F4aRVI_@a#A zQ(^2`eTP|J=Nz_s?Ah5o`JH+mbM|~J`ipHb(q94<+_00^{99k~2#(Fs{jP9Yc&}P< z#~wZun@@ zukT5XTm-Y}D?XJPG7cPH!4+aVK(J4oP&gO)3){Xh3b6dm#6cSE<2e_0Up!AE?O^|l zKiBeRVqomB`e$|rLlWa3dOsX`?I*O^G|%JEGM5qiPy9OeBmX6~hVd&z20p}&ouz!` zx4%QH|NKzMNn@D$bE&E%q?ll6ys0ifIsr?KNpY$b4%lrfB2%!(7>Ctp7#dk@zcb^y zXhqFapE_Gz>KTPr``t#D1$JXI&4uyecI?`?MC@&>H{@blgZ;)7-I-JMI5s1z zx6S(mc4lx^nbsf<2QPD+x~y{E_LvR8)T+dbQ}((zV9TvN^Hm2&+!T%Ny=rmL@m3~p z!Y*u2Y;f8eQGi|Bwm7(F)L{2>3n%t3o3THmw*0eWFV-@tCkVtF!idNDXA&3lplzQM zEpo@U@#TJh_a7RbTp0(Hv^%Vfo@3X^H;s#yhoHZs__E@O$^Y>^I;>h<|H&Ss{{Au} zICe8+lJ`Cej4+2XlLMpYRHLwl!uMjwMXP~Wk_K+=C43vP*ea*gPJXuPRYCJ{!>Uy{D*FwRs#rJCLBNPsey@oT*h_)>u_pJwi#JaHI9e9gR%3GhQr zZnykD;k{Targ|gL=Pi`bq860}7&V|9*+G@H`otyea-baj6!!L`ICPF8Z2|(jS=Jrz zXrn&gV9#p<`?p~ChM)_sOKQ}-pZLk08i19}+vhX6^&lqES!by<68_a>_*QOy29$fZ zE#kK*Kwadd;%eb{IQ84YU7_?fOblCC|D`Cwlzg$``tsM%I+OX-OQsC^J|5qkM*PNH zIwtiVkV$m^R}zEc6Q-&kmmsEJ<>=mzt6_YJn;Ovlg6vdor{E`_sQ2jis=xC>kp9K` zWJsbd!N?@@$>(?_)?`FxYQJZN`l6j{Hj!cpwwU=Y<$|x6IG(*qaHkDc^aP0-Yga)_ z;cfY*d0!-39V9DktOe4&Eq2`O-yxfRY#fG8xmN~i7NgMQDztgsWGW0M56+x?E`-B< zzY^E4FoK@sXP3`J4MFc*-Oh4DLl`bSKH}$b2l7|XY|rWKL~_$B&W?Ej4V>!^m0-T zi$BZK3ha=^RA?ml(h8V z%B7!I7FvJ8wuzB{<6aZku2oNSB*1YWx-TLQCfqk;=@h_`hR)9OZ=A8#5t%X+8!aEmIMqpq^%8|>Z6v&sJ_H~w|=C5uMRz=b_IGIU1Hn(G^QH}Kv`IT7y zmU`;1J%rQsGkra|Z*Vw@KJSVDejWPv@oo<`+}Zz^kS&7BjGy<8?M;QUEAv?ijTfO| z?Fp}RB{n1wMQzcYIJv>r+}+q2 zvevD5_YAi}xgOnj7$`{hJ%gOIHz&i6CPR1rWmiyDRbs1j)7Hfy`ESOm z54WD-pkAhFmHb}J(x~3v?az-j_bxjQI^V(amt&J`FK2PGmX_AYRkC{%H~>)KXZhB-Uf+=Tr4VKLPsXd(I@Cvw_Zm{aU4d)c93`>Fu|aDiZTL z#ivit8N%2p(an^p8W_#fv<>Map{wR{S^VGztk!3(-}m_n zjEN2PNWZ-X!`*BV${`%k@|D&3TB0oGZ_X_;DtHOiH_v_@Q3-?Ye+D00H1|P)zyayL zeeO6M_wQh{n-7kXmo9L8DZ`2Y11;@8w{c9jV<{jp944Aa7MfF?VI;add8^h&92=lv zDlS0f$-^C$4b(VMopuf0!5%3C+CU>vc-QXIF>l7Q1;2ic`xh|P>zC;oD@|yHhshN$ zPGIXE8J_evTQL0F1n2JQKR6b=gPScAP*>ufx`?7Pv`$7be%bv1)85?f{kN9Dt{XpOy7c%vAGW95hNHc=P~zMs9~q(+vrvA+Nt;EmO%xV?^sedpo}%61Zx%z z8*>gS$p`$Nru0JYO~ng`Za#uqi(fx(U6zHekD?>#XTD?33(=V~+%+&Jr+UO;oC`X7 z&I~hMp2Hd4n|$`pN-(mWmDa$=p7-CcTaEibd&^phrf@GHr*hA7o|whT8#@mC41a>N zg##LDpCz%~ol}}|XCW5t{B1rdBMRg++PEqs%)XP6)gC2d)|cp4YP+cMC-YC%=9}lh zuh}eSg_A5K26tsWa6f=#wS%h;zW$9fYtmHqsU5wsL(^7x( zLH*ed0|keJ*cv+@6tTM;dcHSNa@jtE?Gb@B&j)tGh@jT>+iii+zwNf7+ssKAe$?Bf z!@~^)h0E)HJduVq+llQXN`aowydal(NBJMJH+-Sx&K-qY+&8V9l#w{PeDDgf- zVp#6aLi+>x%OaGMST1Eq{i4Ox{Y%oae02pY*kwz*+FwxPes`K97DOfU#;BJJV6x_O zjn4@V(0k)$$-{>UPJN#hWndodNnh)XHC1wWQiLJc0_fEjbzTBmR=H^-TdWa=O;=9YN0sJ6hoM-n^#uZ>FHhNgS6l@Y zS{vzFFP6#YO73cS0C|%uQ}+L?#9#gOF$yb5nCU!urDx?>tH+7bE!g39=X zA7}QGppk`c&Y6|945P$>k>Uo%?xGn>yh%?uxIDi zP8{ZPm^TYl!4{VaW5F~vFwtp=*))^~86Mj-+$i}l>|6Kw@|}Y?y6DQo=KTUH-F~gs zG!(|7%ulO=znjCvf4;kOFX{e(80+Wicy*H%G!bPljV;5d=ZDw=>Aer;4NuynF{VNj zE$!$nf)Uzuq}3b@eT`8_c9ey25)JRU9$VM_*t=upVfd%=^8*-VVC9@`62Wu^I=Opa znI+sN82-Ke6k5-V!^?GKh?D)7cYeeio%@eGi!;%O=1i~EN}G&ej!+V6wyT9U)tvl2 zjtxK=W|m1ZHpdpbeIJ9A&*HB*&%I`sw_t;>PjrHY3(Rxp#9Uqf53+jWzv)vB5-dH9 z({8ilgs9BP0*gQL*h=1I<6m5aZD9#jKFl|9#IAAt+EE_t%6n$?R}x`h6X|)p#c^!U zgsUzFE3sBH=l*cQb!^SEX}ftx8LQcE&O2Rxh>h``n{|6GW8b~fT$WXPF<_^JkKi>% zXz;JHvmM`pojnDVwRU$QL0hBX%i1$|;(=Cft;1iIqQrjTaPl@INB8sC-X5lZ|LG>^J9tE)Bzz|}4H$F( zsu%*YVma-?g0YipsexG`HICw=IX7X8V?*Q@eLt*yJeIPpxd|iN_L&`@Z$ba4@D+C# zZ@_SZ2CWf}tv_n`=X!H-c#KmaSM(0nA9`lEXNVC>FPi)#KVE{xJq~?Ae|}@xIop+! z>s4{Gvt91j_hc*=U*_1)(Z~AsL3)gGCTGMSsQ&V`>f3BLwizEVU;Od|$F|0pH^)js zuAxicnY$G*^X;EnjjA~Q=Dyy>?Ac4Oi#gJaps~?#^`g{?TUg4*TJg+14r&&R%s%?_ z!;qs~^_Kuss5{nHwNNw#Z?$eJUF;J;%CcV(^`5`;w%dIV3}5$>5L&eW!>7`}k6a7K z#hAvv#k3=kq_}r}dPN2X9XotFNa!z;=d?b_@}7dXtvf?c2}!`{o>i(_ufD{%Idiqo zOqbxFo|rX@Qv-F~uhY`i>A}o43tQsHbLjgigXaCyI9DZKW_(it2P9T7kH0(#)umiC z0q+0&TpBru(6ppe*!J@0sF{T_*8j^n>&WQ@l!MV5$D2OFu>1t?z6aFzcPkkhomw$< ztaE_V{vh<9zx&JfZ67woMWA)zei(2au~K6?h$cJFiCnsgjT1Rig5P&QVCapIzcje@Dhzx( zw@zL4Dh|k=PWd_>h`;o-CtVaSW01t$hhKcbSo5DRRcZaY!U7Quthr(;N3qq%sF`*> zo>MNELYJen;#`5f<7&ZrAgiaGwpP`~@esow!Fg^-k@QuQSD3)=AJ>$X_us{+uhkYw zwt$8I&1tvks8~b`WMIRd^QDG=GO(;B?d^nwF%GXC(SQ0;0H+ie?KGb~#Fm~`p`P2W z*k*U%k6ld+eLZfZjLA(x`@qpN{lD~KYW=32anTV_z_zpFk9z?0kPDYY|3=_2o0N`2 z%W9;!FY~w3GK*&O4+xSNCpacmas;sCTfPG0xmD0{>UrP&5JecdD*np;Z3}cPbGaZp z(?R-qXM3IhGNc_ z*p^ea70@ou;HeWmi$R3qjf=-G5)2iza;5=PQocL)dYeOc`Y+z1EqYkhX8rn~pdEDn zG+A}MoDZs&&p8-fd`NMVG>5hoZ<``4H)ExfQ-GId0}QOAjep&N+%s>^u1a)-L3Vwb zFc+fzCqKD05?FrTTJP~5Pe27s9d@3A@n;n)*(4PRmO`DmO&f-Bl<%dDQTrdHoUeZH zElCsq9zL&Ez@rT2m|sp$8{y9Ft>Wt z`&hLPiS>Y+_>A5&oEFS)6E78mc5;)3n$|a%)J{0H(VUN9TCt;1exwg3!?rvS%nc*h z9cIcS9Rq_dDeQu4_4Fxdcc#~`M+WXLHbIe))tu@SV(f`(S zDw<&V@pH8o`2oy&M+}hD0$oK5)7ULnd6foSROiR7*#-mDI4ieSu8IJHp|8jZ=wuf)ad;)%Yd6C#+KZ% ztq((C>0;#mR81*tsBt+xaO?_%hi#1LIdYuD`a&r0{T4}rsrui)b!P*yndSngtc+ze z8~W*4g5iR@H0Q^Y1QT#L$lJcg(eh$u$*5lJ*U#1;x7$dt`&uNFU^c-MPW|hiQGzj+ zJT*U05Zrkg#hV@4ptjcG+r5k71nWnCsoQ632*%2z4#lUQKy{D2#C(D}!R0{bOJZrZ z^Znr4xdiJrhPmH%ri5U$oqdIVJi+QOaf0cVGn8h_ta)gc2U9d^hLJzPx!;swsh)u0 z&_2oyE@~=sg!$}%wmvKk&-Hn$O5n6@%2sJT3#k3f+R(b@4UDV{^5xUQSmpFgA%kocz#6u!IFO9P1T@iTs-veeP!C zn9p_9i!sJ9c=cy|>3v@4SON9{PAg$f{rIJOVolUgj?UqNi7UZF=VU4{ zXF8#clA=OzpR3Z9sdk^LOTj!e0_}2Tni`mguL!}8y*KU?Q~;096B6V zKgMtr#x;#^5neY8jc9C)hG`Q@koDF#P57=W1nUY~8T}}BDw;?OGya3QWj}kEy7l_gl+G=fROzP~wBytlX6d$H4KQtG z`$GS!G|aCuA9}j&7!2`c6KO6|*tg6(Caua2IQW}q7RsLNv3l#GL*g89?L9Z-Lah0^ zsVZE!nPAcSbnBng6B66Nkw=nz?=Zw&_b1=RBoa$z+oSlW%p@k8r2f)})b}(0I$e!8 z1quE;oRMq?{+n+ zM8AUg-UulEe$iu@`D-fo=CBFZg@3m zMPg1N&+kbRCozb-_k5L>BA8Ts2>-XwVJ7$S$LlpC&|*k8GJ@&PySCzVFu~4G8%Mqd z6BO@fEjPoLtm92!3P#GB|BqL;(k?ft7)iMg5BN{Zchm!W*d)?i? z>$-Y>KR^F@NZno6Ij{K~lA^-&vnhmY@R3Gh;MTWv08qrTVT>*caJD*iA1yeBnu97| zc{oh~p*Ejh;G*{Zhuk+AjRW5Ox9bwT!%>2t|jqVPKjrP@|+IA zILXfg(Wa)Sjn$^0m_xOlQ!0UNnzLWKZy5~E%~{)U_8(EI)n9sdurIKGjienmP{7cW zriXgIqX^YyiT)*Gp?yhrtP;Zdq@sYU~ zarvH7M~gF`QP!Zyivl*N4G2D-fwd{sGE#BKdW9IeuV1VXR0mN zxVr$9-ubkvZZiYXOa>fKl7E~_p5Ux(x$_zgcrwi}W%3*|kgD10`eIK`P z_`&kn6HD_UuB3V%K`raLBBLHHN3BDC=4H&gglk9G_3Y9Sp^o7Kbn$!#YRs;OMW_65$~{9l1ro`dSc zVd^9L_Yr};h2LH)>i1~RY2AB-s&6X0*yE%wNT!#bx#X802t#WQzMEx*LSK5kdv`hj zG^E>HZyGHn9Q)Jk^+T@WR*A{oMDN+SZvWuQzKlNL88SKxsGDb2I_1tiP)(hF;)4wz zhW;EZZ}#ma&OkB4Z2oN~{B-w{(PIq>_vO?@anG9wi-F%N0@tuP-cCCXH?H|$RC7li zmF-bb5Pe1Lk!4u%tDY1KfzT>`5zY^bl z9;g$)ogzv-hw5*9&pySEz!^9G=6sagM)Bs)XlEYaP3?8Lxlj?;kMu0u(C`yjo?UYn zp(! zav}(n?x<;QumJYe+q6*~ZkhNgn58osH_07P9(jEa?j1DfP@b5o7w_<#=U(h0{73m` z4u=mX0zZSjyrsHW*0wWpTeKHyA8Z+)RZrzZ7M=DN;8x#~7c8e>l=Z^T*if+>y?48} zmu!AVl=ph1&2-O3trKp{PCZqHI_j8unsD?+ZW&~^h_J4_60NDYfm-(NG?=oe4kR8` zS+kX{$qtilJ=fcuwNHQIH!+&xOM6guJIiI`g;3AT=g{S&wBPb>OO0Sq}Ee) z`n5`7u}2!Nij}v_A8Lpj-QfD5(>H-_Vp{5>+eOv652()SJ#Zs0@irE#;JTf?2gaR@ zM=geJw4nj|Ge~~ZrmIz08g}_rgw1l)9l*7HvYH2MxdGfk`S6L}%PxJysi$t6s4Ja7 zt&?@W!uH=d+w_2V@6BJpf58}Og4(r{BeyTnB;ucbD{IXk;Bwim{oJwn|2Ov_Y{gfH zt~aRRZjqzgrlMNH-abs*?u$KDM>6;>;GNOmv_)$qmTKLRc2@CFb9Qc9_w;YT*O@or zLZkqF(sP`)Ox_KhmIIj9yl=Z~YE8&FGp z%Z!A=F{p7)@rWVA%?WQ|Hd_{P0@oiC>3fcu{G zMKqTKU)6nGi<<#{8o@d^xN|lx@UlOec4I1Tsgpgg-O+{{X}dFze>mq(bBdzIPE@PU z;Er+C!HqG6Q+$Z1&6X-;ucDs6inj)LY7#*VpC$kkws=acUri0+%%ZZQ-XENiEw^RD zayBmN-k|;OS2pg-6P2I%eGs=T`C&zVjHiZ1x2TZg1)+8wnPF99{h7+%X;D!#8XS^Mrj2JZMlug5iI5?05H zPt8j{pv+TeBJa%`f*XgV7dphA#XVl!68YaPSZX<`&o|`@s7_dH{ifkFu*B&{%%}JO z_rcf?v-c=a{pwX=X3%%u+0%vpUX51Jf?uo9HZbrlcGUx7=r`B`3KjmXsH{7 zzQ6mLutc&L)d~F`xL#{TeGAu@M;L9ybsd6wdx;_lM=|qz)cwllrrMdiz-oCK{nE48rBi9visVn)-R(GjWe)Tir9?D&VC^u8fOXf|^b- zK9|7b?{0ilT8qp6IZil0mZR)J1uk7N2B`h$;hud%eL)DvyZxVdg2I4b7vX@NdVu6J z?lL`VJ^*aGV}e$rw&-uuAE+Kf{ha%9vmZO+mhhfkjqySMf9^4n zzwb+tHDSLM9uwJIC!EWXYma=O;*-tXGlzzJN948Xu#oLKgk5~Lr1wrI@H!QS*?yl- z)vafryA0ML+>_@z4wFf^e1&HC?IDhYtNSzXr%@$HY{eJGj*JwAcZX}M|F;WS{4G&im{Uj^(VwFl1~y@fiI_FJ4s=TYCc37XbWjJu~8uMib4 z!v(YHz;X{&-DdnsQP0G;kj$SJ+KpiMr%G!%?&P&=pa2k>+ z97=t5U?`3^9e3z`$|+oKc}lxK^9&KIFnuuy*6y{)iY~*2pZz{mp0&Uqd*5z;9u*6` zA4_$0e4~K7YvBL?%UPwgDA@sJGq&)KAUPsYTYE?wlsw~l)AwhCAZgW~ zHV-|yz_yq%RQu==+-Y?A$+Gn0sG@3b-sbUfsOJWwQwE&U0Uh|xl?*Tn6ha@VPWm^7 zh_w5%k7aa#_$Y((2L8CI7P63~Ag-cim}emAG&#EP#gz&7T}oPBqKpMMQ|I-o;D^s^ z>yq!A5Yg!>Nxi!~)#nzl^{4E^#mZ;j`u{4!WxB81$b`SRz3AAss-4>iOKtnZZt+eK zyVLOZa_V2o#N|jv%N)#WrsCly%PAi`KuO?D3xxoe74_67 zzY3-7l?^Fqv`1YFRkp278;A1VcvoKB5rJeb=Ja3#x9`h0crfxH>Q%7v!q;R(kbhJz z{?B04b1`uKD9%yBP8bpF7qNxNU!ccFD{)TT$$d(dSy<+fzRU&Asz zi=W29`b5ZSzj?1&i?F8tdTw{WA9ru+x4Jbb78g{jRx78PBI%YR1;6&BBk7duD@uAx zk*ti_&*GN-nQ!OZmjfQL4-fv5OIYo+>^uNF^UBVk-D1M?9bSDu;1%JwFJHFm^=RB% z>rWS4pfF`3tq29YX|!F#1Qhhz7;BC$2RZw|%)S7a)Gzx#L#Zcm_%j>3U& zv6R)QwgC4{W)@DM(mjzT?&DtTmGnX$1Od|45Az;_{84YZ0YSM*yroTfdZ@{B-3j`J zi*A`Ndv9a`61N?t-qjX3GcR`cq^LO{F`o4}y&r+(b;R3*tax0xls4o%3VfTI>V|pW zK^QD+b&azE0o(iSiL+yHFK>rS{?>ZbUbdJ9Q~_T!z+Z0coq$pm7~c+}I^^=W zB85S?_Ry7O?Vt0AoRjG<+vjIML!oNVjoE3y=huBN)j`zvdtVTT)KUGVe*3Z&!-;tK z(csZ?R9*P+NPODo1xU6$-Tsx;Y?L=tc@S&L8QgkXLE3ogEC}rwU>5E#f9^m0@pAO% zxo*o{0N6_Gs129e3<;UnG_0%D)oPn%%x}b_iAH>*-cSUPWD98oHJThog?e zW|o;dMk48ePcq1pH|JHhQTOX~P?KWwWRPFrzsWxQ6)2Zh%)0c4df#7UPQNeh1(CzE zqo-Uq5H8yB&{6IqD4bfEt~90|^(?-3&&)2FaKqxL19}~|@_zo5Us8w57QKG<txLR3IP*VU<8rko&m=MpNgYc*#jjt4OSzrT zu8)3z+qA|cZY;ONtxIVckM&5l@a10b=6ks3R@&G%f7{UOvfFK+4w(=>Oz{o+wUn^a zw5M+xwGp+sF$506`@skR5bn-~qSnM&gxBLbclN1}|1zr7zG-!yvxJBpyML|An}^%y z`o0;LsE#_XGW67g8?t{R3!XD~8J^+M0zH}!8LeI(57ma@jf;N3WUl@u~mu1iYsX7i=7Z^YU z2x=?zWVJ$27il&LE=A(zYYgB9HOgJG-O>3F_>qc+?&R`hU-F}H(Uj$z=9W!C zy}!LblyiG=O?-fLCkZ6ngtqZj!?i(9B}S)q%M~Iw#FM-8t^{@dPB8xc*AUoeRLevw z-h*-i6@5*bK~lqd;5fk(gx$(B{DvohdKlfd8xcWCXXue~6O?Y~|K$ohCca+`q{SdP+L&T$kb7ff%|SiKddNF))D*T4(gT$ZaFn62d4~EJ#@_K zAE;N};8Zx-fd0^6pTWjg(4UcoJM6#JgV2X6|5g=(fcuTFz3V+He(^efe>_#6I~MF7 zeOv$rX2C1_ST}&P?`+B*i(b^=M|A@Sf8+f2=^Dp=@KK$;*K6y9c%qm>mEqA;oWuRC zmru8YYX3oPbfto@wku8Z8F>l)`;*aeG4dnf`A=y)zPb-MT68+$f_Q0kWZBg(xLhZA z(-n(lpk2j!9{bvg@O_`H@9@&YWpc^di$_xDa>1^}lir&H?+V>;xgpuKw-a+zAA$PJ zn@6^cY=9xs$fqyvT*r-XN5B6tKArGC@m4O%al`#HKS@g(ZE#=9%&a9rzk!$ZZ7#=e z8UE!mpzoXZry$mOl{bpikm;u5(YRIj*o;p0Dl9#BiAvM~xYF!g@U$g1sQus0*J-C> zK-_(ITFAl=gstwhx~5?W>e@Bu`_G0Xl)FtkW!zwWT^cMFH=pKTDm+Ytz4N8DD}DhxGCcLjsSiZeeR_n% ztdb}`WrTi#RZ!Ei{96FwWTkz7ef19RSJ}|9di_em>GFJKYP|w@!v(jOv>nHt_6#u^ zwFzUlQK1}49Ql1m|<>%k(ND|Qo`W~vj`ahjgCldwh?PhcsD}* zKQ~DBr=7!fQ3|D6SL%t<;y1QmjvYkZ8S`(=J}p2!J*w}^jXx8v%I5`|zpQZodO2En zA9c1=(2BdDJoZTL&9EBWJ~BMFh~uMBD|wRg z9Qc(pvi3V20e1YHTe&BraIeu&?@Hi8aK5f?QxHr)d$axFx+)(%(0^LO`v$-9}3jwgQzTHTIbCbgy+uaouGE- znUibX?La*9M#mV}DqQf;GAC}h8VH(OR<|y{O9W;O<|YQ6pdi18WjW{{5!l-t{~Tqh=Ny!~v$OozA`8@(x9)S*L8|VrQk|w;$7wp2%BPJOOgqQJ7{^vr8u0Sc}~DZIq%etItp;R=ckP3Q!{Yu*@es3S6ATFEve_4 z-i<~{C7~7%6=k^aiN`X<$x8_D+LNt`liR2|f$>uytoiIOHy;}k_C4JfLtAbUo|9gz zY0ypl#N)D2@5dHgyr^`Giq$gQ*BUW4COa7SE;|uZI!lJj6%{`m8MOyXU++jcJt-9T zPsk8F4&6i8UVU33=@4Pvs<9oql>dL{2Uzic=c=u?0`=nqcz&6^w~@BOOb~B8Ouu+6 z8)Q!tDDk-&qYYa<1LRP#%1F0RoU`%qNI{kWRWANTI~3rcgGoB~ zFWv`Mnc4dO!kbjxZTa@qp+I0gV)UJmY-6?i6Oac^|2V3kor6-7{>qG|HUPhf^FT9H z5BRHSc?3m}i>atNJ@+68Xj#$Ufw*fFV`u?F=J-xS&4!g}lU3|Nc&^gD0dK<{k6xNy zOXH$4Q`;RwiWZ{2+f3XB`3)}ACu;y+&Q(A8d-n)`cVe%`dw0SPn^pYP;18BArplJq zOi=iCSu|v03+n0k;p6323hW*!ZPJ%*6fVxXdR9_5vj0?KGYkHP0CyKLFX1*?)4t&2cR_3Z6pzt^(W!>rsTy*hlP}37P z-2G3quYVkys9EP}M4hMsjZfR7KEJ9YDgroFI7ku8dO4++y;q>Wi`FIj@9QVLKMS3% z&1faUKWuKqu@=JlWaIucvIWW71N$}@Yk^?RGj87`gnEavkG`_62f>O%Y0}HtApdOH z(@|RF0QuIPq9Kh?`SyI ze$+pT;pG7Pj`5?&?hB}mPemn_3{bd4!>W{s{9vA~_jOwkYkc#mds_os`6u+j2jK#P zp)05S1NJDrh#jvxiOBrY`5X7Oa4Gh`@kv___rB8T^8Y!7@Z@gK9CxN01ZtxuJPiFp zl=A69z>Y}zX`=mO!n;GYWmTPo=aO1|MYb0>b2Q^LhCK)Nqhqs2;Tga$@Hd@$J`~u= zgY|kN7XZsa`68OdMc*5LSl>#D1)+>yqXH=Whs!IHdpAg8FdOwiqWG*JqM>oJf3uyaEk_bM;cxCrM@rvu(Xes zw?srVQLw#R;U2zYpSU7u232qMGW%)}{9yWE;Eb#4Na@c8zVU$nqm^u%`Z?10fJTV*h{_&ES>x>}0nl2o-lvoa{DmB0T==6(P^4y7k$Be?#xLt(U#845#W3hw9so^+evq zt7q}%Tq4~3VuaC}PQrR0W^;GmeBe}HlN1$ZQ1#j3{KMskfORcn(4B4FAX!PFb|%8{~Cpn1>3H>{g%~cHC>b zlqQ}Nq2mhPyQ{{)(<=T{Kd6gvzV%Tr@B%1CM$^DI+?Ah5cS69uNw*C;ARaCXA6pfO z`#Tt!ITRCa5~y+f4)D$BHK98QW2r7|_Xfh6lx22!oifPBdEEYxDgni!8B}56hr71C z9X>m^3WRQNW$SmUf;{Kx<|SRBpgdD6w$ZT%_s$ucXfZqx|6|sb?!X;;FGl?pH-~R=+;@;%P?;qm| zhtks?9V37hLJPv)ChQEY#-bE?B3V0~Jly>d*zbnatXru-I5P+0lz7mDuDGT7z<0P! zGr4e^@%-ajDgmf{rbDV*;}P7xxqoQh?z_16zj~C@YK9)aL4<#ixo22qT5{@>q;qGeC0~j&j5eMb%N38h3Us7ub1Q!z9PIgF^D|6t%Ws;1t}6-)m_Oa&`wNy7FzQesDLJT`V8C{$#t#=RbjWPQm>Rj-y2IX#9SPUN4MHfgO2A-r|*orgOB#6yatE(O6z1`k4=D-Eilx{Es}(zc2t(B0ta87TKGu-;wj461xZ*j1C_SjNq` zc4l_0yJ{!lwz)n$^UDeKwX8_tjte95)jBR4uDnKV&zgQ0ud*bnYZ$*ABKpj{AJo@q zF50+Im59`is2#{!K$Iso|Na~hh&%Tfb*%MM!JXroc{P#jFUdB%6a=C_Z0GlhGTgHS zXmW`nXz)$R@AF= z`pwGoF`(>DkMFF2&&%~R>bU@HzlU^#PLvlU(+es5*@EGB60vH3?5_2_L?I(xX-pke zuY6cBm3K%Ul(luz&Gqd-&_&azCWGRKx?;5O7E$gyxFx#I9Jua@_kV9WP6T7*++xp1 zVp)_d#HKQqaBf!Bn8z9rQ8I%!#J`J9I(E1@5N_A>icN!l0lzCznELh)E^K0e!oY2o zb>2NSfv8MA*O=>inW)^N1xoyYA2$BY&i9jnwXsuk@xBK{P##E6K2fi_n(7#@cfb?V zG^kM^%v!|%_`3o)HuM_S0ff%kOO7dK;^xHhFD*K$^Om$A%3(4BVM^4S3foVhe4E)r z5z$%ut9r?SSgKmwxSzy;Xv@yKa+ihyhu&VzR>yr$^qissz98B4mU&~>_7e6J^)m-f zY{wnfXgcvG&=fNJd%}~yk^9@+AIUPUFK$X~1&&#K>w;-^ptN(lroZ1&Q27!5y>g)x zxZ7oR7Aqq`IlKJ4Y1;zaHlWvtx@gp<=Ly0Z@QEdIvz8v%nEMvz)rMuCIN^b$+FPbY z9HHXX6H))`IWMluVw#`8dPE8`yxg6C)R`R)-Y&bV55 zy~7iC{QXBS{!vTt126lUiA25s)-#ig6~O(tReJtU6xGL?e~Fr)ipxgz$Lkgt;rbU9 z`?txeiO_EV5611X&zkmH2e^x!JP-cejAb`3FWuF*0W{2g*vT7j6aII4Ei)D+GPc|E za7W;ZuQR5o0H@yhq^I^))V1p#t*i*@d+D-H35KwaE56l!LpWas@~vcejZu=bA?`o+ z=;3c|HW4uE{i#%4xAkVRd1yX<6DE8xBMA@p)ihcoM&%;x&Acz z@p~XIhyuFCFCVdm%5QIf1c^5StAB;Yfpfob>)y#XuAI0B;{C-xBh+pZ-mX2HK9Bhf zoas}4-mV@_loFl?8QA_Is!<~zkC}E2^^IV7*Mzg1>XL-+L|m21DKVw)!*m+%=>oj7 zR213wlgRZm{Wr)7deir3eFnMcX3yuW^T6G}=<)!^&ek~Wcr#JH_{_Jm!h|U7VDw_C zxOi<#`@TXDYU7F};;wr~!t(fps61*gn(VS0$(~ThbAKa}y0yoB(^Vltqc(V_7m534 ze4cUQvLBN6`nGv(KL(<&%$$I*t}=QmD89wudi{)dM09GPk1RZYW#yrso2YHTFB&){ zBQME+-vHdaw^x@A^CqHLbE>g^gIn`P+6;Rf1H3H*eG)I_e3#~kaA14$jm=(%P#^lcsGqiLYPpUJkK;KH{f-j_o&KK>bW1@vai4R>sENR$-M-|wSbF3U|Nhf`M0x2m zyB}Z8fLj$Jygh0%ZcEM`pW`qDgmPXst2$qThL5Ru`uWgYaU7fFqnI-jsK z{?%UcF~ffuIZ+{!MilFRdFcW|4aSI>@PeJ&J`66wB`ar~oqt}29&F4S8D(NYI47ub zX?+&q{A21DB073--MT&0xrBSa&!Klj&5+S&0A7IVh1TeoxKk;n_VM8ws$acFPiRoD zNt(H()*IaSN{c76oI^x|4kq39tN?yTLWH@UGV0Kp+n%vz6|gFr*XXD$0B$X#Gl#mo zr6VTPO+?KD_#EK4cYo{J;7&yAXc*sc;Ab&9%)mV>`xLh2ItYC&N>=IrkAFmXw`ZAm z?z=|#B~1N>TL;djWS{BA0HykZcyYglR zQ7e5>seT}Ys^9u|*(EgM*z>0P=e)n;&JW8BhM#IDyj9NZy*k!dI^uNxf$%Sc<;t9A zqHH~QrH_L;ktElgJ21JD2z^f1&3v_-PA*%05aZ87gb`$f{< zYd?0Q{_NQubFZ%hLBtvpasL^rjaHsgC|r#~UW+_U?Pt3`xA z$7A?>xo4o@$>4!NG-2fRJ&39oZhSENlQ9GY@9L|)1z!k9ugIfAIt)~GcJ#ei{|XGu zOTKjLP6B~)*5DIQ&*0SFjQ8z2ttd6lGyM9GVYpj$a+mnZAtbZZ@7$c2Ow<>=IGjGBHJU5TLM?~OvXIi%07NWMC@x>!bwA`UwG3pbqA=&Nofc0-$ ztmTf&)IE4Jzx_-O;cdQq&tCiR|HpeIKHZ|Q%$ln6wvXG;c%2BpjNU08)&lG^_`24K zxu|a2weumItwh<4n{dsM%I_}}EVWu>plE1tpLeqXw{p(fCCvUwSdTS(Tgh0W8tt(* z#W@Ewr_N7E_98{#&*Lt0oH7T*gKqRzeGw6Eg@L^Ni8WNc zzV-L^Py!tFixF=VvO&D{c6V*{PvAQe1LubsAmKCnQ{e4k-Y;bV|u4fyj=Kd1Of+cr1g zoXasY$^QVHt5kN}TS!FXekZNF6bq`H09%Vghft5d2|p>}4&kIRK1M`6Z4{nfa}{`_ z^1AuveYh#!rEYB5R@CO=_h(qgQ{d?s)X;C3HO64Qe)OfshVhLkKqwZX0o_e%CjDS(~Cg@L%R- z%)6M5;)|DDT7K~}u(e`c#>|KXwzOVpPZVT2!bJbiiYn@sXki#Hfsl)DF4Ko zqsu~Y^QfC{$qkcnapX>C(MV0gvH!6*;@}(*zGcxTpD1s6_pw^3o2VM`o}0Y6Nz;h^fe##dCd$!>T#j|UHdo7LgWnT$!d;j)5=pGO3iFEnkf~xQB(SNXH z8i*|E$LI+PUd%uYRV-R(J=_!nE2(M!9nMmszD{@al29k$@Nd;0ar;U{C1&*E6j++4 z_~G|QVQEHpZM<)dM$^Y*Oo!`y&8oYzji*vGFslO`zG~%-VB}m=MDaK z(>;4f7z?+*XLLY-w!D8|lIV*o9R3F8Kq(h5EhM&b`MmdhWqV z@jsAs@PtaLvL;*x#x@yuAciGldC680aux;O<9w zwT%7k z@vuDW0+lk{X2jsFYcsCSG~ZXXsv6{8dk>1ZvJ2!_U$*d=pNV_>T7F;8tOh~0zNMf%8RV7y3Rgv3 z0+pY%9lHSc$%xpkb|J2~#o&*Dy}{9|LpKOmd%usc|4a3kBdGB0(1W{o5AaZWXWo4~ zRCy55YJ9qQwdE+#UOcO(^6Dbs?pdkhbC!>5-xZ}uu9$$R!6)GM8au-B_Qux7l8D&C zr^wJ#)@5hd%8zinJTs3&y@G9Z_YJAKtYqi6UlxmS zcNv42%}AMA_pH4O9UB!cPB&_IlJYZ@I#>u6wFqi7#+2Ms;rulP6sL z^M4}S?TO~kAr_{i+i_cdrr=2PcVGo(E!eMo3w5S1Y{I%!UE9Af+I5l_$c=L1h_w1Z zzLd5j^akSn?PkGv)==@$@TRvX0o+E99Va{m&H#^;uu>K)v|kkCHa_E%P59lirP(>vz_n7Qg@}m6i-w`9p~eTU zKOcJ(6V=t_t%}Dw2(RyJ{>|C1fc5F3eu(;b!ku|#_?oo)L~eiD*|zajxYK2h&06E_ zI8c9A5BEw4QF=V#09h7I<+}l$#m>AO&xKLbKr9aYxLw>s#aWvJr*EzU;aEl|7By4R zwYzNz(RBUoKEFGP@Kc24&;3UL@8Ah4;6#Jko+igkxp%-GOv|f|NBvR7R&Uk4h$@_a z9hkHU;}NsNM}5d8awi^FcC=xlGHVVE1O+~Nmq1nipm3kjzX!e%!?yz7xL5QbohX~q zG({6Cf40{hkDpHXO6OuLWJd{`{qj?yAC-@jv}mFp;msbvPgb=}XbZT~iu)?wB^Af| zfT-@~MnOjauG*x0z%8Ky1Oxg#L@tjJo+HW|j&htFY=C{|@zms`=fJ^6D`Fpn5w`pH z=_{`d2iAveFMZ}#1AlhJ^eS#yy7+b{b%|@yXt3zlNK-A zef4aFTlNYhUAfZ4Yo;G)=!KX!Drtd!O8vZQ?G1!&+56RNh$&H-bQ@1Pqe-~v#NegN z9um>^gSY2h;Q@Cnv+u*w9>#xzu%5JJ#9vLrjVr6vmo@$+ic9JBzXehLljrKn9)Wvk zx1>3wf>JjDB(WP0^6ku3NX6H=r*(Y;xI`iFYv{A=TSVc;4(fok5}{pd zUDEvPAov{l`?laY5o;ZxD%qE~+hO>rwzx{%IZfAY&mRY1t^0exd4@5FMrE2k)cs00 z?`imhDkunPncXG0=f3x?v+0kCVo=1w!6GhjF7Sqrdh3B?JF6eZx$ubqG4Y0Q=hN$y zO~9ibXqsdQ@PE<7azZ$n13H)4KAG#LoH;^-Pv?}|7AoMb#tonEc0a@wfqPCRul)?H zQ_myHmwEy3;mY;*x1A-TO}S@kTgFnKcX#cc5nSNJsV!BKFN4cPA_XtqoCfD_qtRwL>OPO}bTy@TP9ziyK=| z=VNAHPWTl`dQXDh6D?oYd>E%il>A)#QuORVpfP|i6jX7!xj3TEt1DMo z)O-T*D@J#k2+mH|mp?um*rHh9GrJ9lau`jMqx!`>dAZb?cL=+?W1Hc^vmk%j&rYxN zEbf1>q5o5^ArT+Z5Fa^yil{{2T=V4c58$n)X`#z;?*LvJ*p4&|LKVq)hDyJW7ZA3_ z&kE|vq1q*`i&D&91FIlc)oUzOw@+_z(~ngkoI3;jBi2kNf1~EtPd48=C{K9w_RuMw z@O&%sq8H~7$^1tKKebDNbIW(q1*>?XzN&HFy<1%1Pxe%1XMM-blM47YZT3{XU2v^t z+yr1*S~*@H;)i=f?`?Y%!6hmRYqK17#DRj_fIo4c=^%@SYFps0Rb9PH=N|~nvJ|7< zRG?lb1{Vdaw`bDhKV1PXJ?G1`HYLLUQbr#nqHvJGtK!a5MyD9{Ows>2>v0ASY2Oq;pbJYiK3@F!{3zi|PV)0M zWC5?@_0V;<*WsoM3ySnhT!^ND$(V~Cu|)gzF|%u@PvXbB6_*|U_7%$T^FR4I(P3$0y7XHW2X+=x|*vB9fiETQeSI5QQFCk-aVW|K>AD zW_HoUQ<4hW-&gLvp-1&yOBucqa1IAdetmu_?gotR^`F=NjUlXCyzuXpi-^!8 zS8>7ae?dhgU12f1V+DE3-hR7h% zD=b|arvls)ikzWysQxO3hA|3pOXDM2u^GhM*i$x@>jVFDG~2cz6Zn-XIX81(g5(Ip z*Crz7HHv{%#d3O?`~$@eCpX0wNl- z%ePLe?tgO+@hE}Xz72OR6bOh zsyn#PqVF%!-3O|Zbwh5SH7AnR^?MgQ+eo;-KChW{)0HSDE7@NhwgA-9>lc)YjEJ`O zv`_38KZ*RQht8WG)Bx{rN_kr93L^A;yGb_uKJII0r@CwU5bo-Lo8rnFz>zi|yV;Qs z;{6{_JNKFb%k-p&@+2t;b(iN2ooEP>3A|s96RCK1X#ALMAGCnyq^PCS*$v!#%svz( zt;1+SI|!y`7jxHdg>?Vem_c7XO5==dk;~b5Ka>bfV;{}r>?Wq6 z0gm(Sv#(1QQ}OCa%Cm0|3Fla4ai6G%sP1g6-!g9@2$?SK6^M)Jw$%Z6e$0LVgcq#_ zS)DQ@g1p%@uo8GW8HqpqRfur+{!I(&!U}=o_tHt?leoK`9<8$yX48#rYEqmkHvug;e z$Cy?O2jO}4tF&Mr!keM}p7ZK8;Xe>j35NQdL36dv@aN#(d$djDAmDlqUCJMl1}w#% zpaVO1gS_|R18G|CfoCqA(pj1g94*TdcX3uop0TZG_jn&UV(TDM)(4>6D_DE)m~Pnlz|Hauv;dBzQ4oI68H87T-(Q(uj=TFyXvQh<^!?>M|DGX2=Rwc=OzUuOz^Ub? zU0zf_vZlnT%$IQYZwSujun2!);_09!C8}-cf$^*CQTu{KRjWQ zw;u3roT}ThLrmnx{GGIT!*k#}U8M)VM4%Eh)n~~P!m}1748K2^aR2<(Xd1f&NnIE| zKL~BU-?&w-11jna&>a-cE=U|cwurDdCN;_M!~PF3CaSZYMW4(y2J zF-@Gm46Ma5%l3)Z5v65RSzmsQaHI^*nMl}-&pL32G5$z|{qA~ZRWBRlwpURB9}|f} z_>o(0uL38M!5IUmjVjY;WD&v0=a$c``cePj#bcI#bp-Zk^I7E$e?hcGQ&<1fL8@=S zIfHo4ppRJ^OdCZ zvqpDQ<{A@V>m3~OMByXh@Xk!ydR7+%uFbTf0hVT%zV1C>LU`{P+%vEv_n2&(n@fcG z8wWKm_)R4HKEL$)V+cY!A9^u{d()I1^fbi4(QBU3a4(l|kJq`IvUylGEpL42{r$Li z%#0tecjjZ+PY12iMFE6=`ec>u&J-e?Emx49X#@H*!d9ekseV?=cFQfv%E8uQp>J%b( zj=5L3Z{)*n@s22>#H_i7fdWhStL}?oRA0Jg>5Y0Suem22I^OO;gpIU}&Nd>H3#SQj zgzc+aDX(S*?2RS*fz@BI^ql9MHD8_*wyL(qL$Aq15IsY8(|{mF?e>uvHpD| z*yB8rj6cObQG^JePgUQGCs1*Z!5tIvJ;oQ1h-Ua&pOh}cJ)3N3Vm<1*>-gw>dIv~!a;ogTqbEAoM)pM#J&l%wHvL7)-8>0A%78F~7qi8hDI&Z?CO|LsO zh>{xPKLOl}IlnjB%mw+iKeHa4c?znV^;%aaUj>#ub6<(FWYdnrj~#&PJn;L9Jnvn8 zFj#{K-CL#CW=$dDET#^_y)(nY=c~yP*3DSU9sYL+ZyJL`04_bPo**TxX^cM%NTxqD zXvn=xR4@&fb|jMaM!I1J7PB6+1h$lJ!;TPs&NcP9_D_&(d9t2&xd;S#CI+1|1e0MYY08mIyiM@HX=@K>oD z+-{E|oQ3&uP8k@)=LF|``~CqxV%!47ZHYvn>|gW44HnE4v; zuBnEG@5rF~NQMtVIF*b2doPTDp?=H)90YuS+QAd|)&>`D^*T)i>jpkIFV*Yde8(OE(s{l3R?=A7R>$?%cyQKy}ba37;{hUE>|YJf~0dH4GU5KiG22)j={h-^=P>D zY&>YrJNb0F-(t`mT~(aDUI)O^&_gYx^D_vw&1S4g)VRA{2+Xbew!-$dx16(DN*E|2Tz4<~E_D-Af!ZeB~APd`?$BzhSSxAdln2fNC zo?L5iXaN2!=Z6^!FcFmK(1Unjg@u_v@&Ae{gWp7}C2b?}OYaUooih)(+zY%{n|6R? zX|Ah3$siienbOt|^MU2V%l`FO ziF*2g-jLu>TgDMJPr~ZTIyGkhBEp_1?0Go%9TAOX^r3<6NmU7lm5JEl@!~k23BWg@ z$9F~`R69#2Zs1(H=jr|`2sjGXXU8i_h;s0Ajgy0UM5&L;MtWZf>)BxKpS@IG{K4d9 z!f9ZLlemBCCcNR`3BqsnEdEqa)on{URKeW|L^~LM7~$c`589-=K>JtzN$d6*gsb(y zaQ>PRR6ZW-8lw>fym`^OK92K%ePqA$8|RZmq&KN+wQ?q5=?(C}*{99E9%yg}ISvEN zAzW<+aELqqT%i*dQJzkx&k2N22JnQObP;Xr1?*kBrtkcE6Zpv@n)poE%fD8Q^V&kh zi^g4E&z(Zm&wD!qhC~2&=ffDExJFYzfnYGdh+BKc893@quj3hGlcNV<^`L~SP7zX z=H7#(FGgXFaV}8>hSx^;mv{ae_dyR7uG2JnHKLTqH}4HvPE@t4p6gfKA)=;%xw9a! zj|MP;@DD9VVM9c%LK?XV!bS3DgN~+x+~k9gU&>R@t03p1rQ0{)4rhGaiE=z$4rqY* zz{AxZ-s=eG^m9>t`65u@D>U0Lr26-u^LF7KGl=+uaW33nLo_7JJPUY#6HF)BwGyFe zXWPy1p`bFz!)d~p*&viLdjEuH8Nc-Xf^Oh>PNEwm)DP-i@6VP3zuHP*lX9Dg4%pLz zL4@@-`O=rV)4-}A3Xfh+B5W7Npog&5_ZQws-HH3q;M>1@jsfQv1AruQ(?@ciSi1p# zctYUc5g)NsZ;kvBrFp<=*g!j81KV!QU}rCNB5)YC@tIvLQJ57xTJHL3&~Rt)KEUzv zr-1>$EoJbsARO@R1@>HRg&DG~z$zNxaj_CE%dgP?L*J2OoWSfMoRR}u6VGWZx^-T9@ww#F8?G~3-V9?M!qlkJ{w2KH52 z?rJ{aOr&i(y@UfjV@cT)5C5wW+no#?0!)IZh#sLn2;=2-e!e6|(#}jR%W5Z7x@Oo3Giw2=y7h7M=&zRO-% zvr%fK#>Ud?+ir7rbzVNq6xC?_M!Pa~ zh&b_R<{*#fxZ97W2Xd+Y%qga8>U$9Fr(s9KP&4m)1yKX_@$aP)P7@8^mcs>K8xCrttC-w%aO?c{5SNzT@fu{j97WJ* z#<92XjjdL1oZq^l(wg{lf%RIbXrMnwjVdN_U#eE(mN83%PO@L1vNwm`r=0Xf&GL*+ z32L22(}t~3@>s@*5&x;JrkSAVw|%4eKZAd`Z|lL0mrR!9{Na6S5|3l3sC>u=yLvY2 zyhsy%PN7c!xpK{k=W+S+$LG0*k8nKIwNV{E>i-r+J4T}nLz?Jnf?Cz%cd2--M2#9Q z`l*QA7*m(!}<)`d7t^prGOccU9R`9EiMMWVbv z%;!Ost5Y?{IXB|+<6)j3nqp91Ud83_6D@JamO$am;!+fErm!S#{T`e`)9}h8aC2_$ zxn&0|P{La2W81egar%1m<@Q^j;|w<0$by?xzj$ZxtH2i2l69H9;r>Bovrf;}XT_if z{UhGSLoT2P-5(U2Omk6t5u=ZbJIQS$uKF3AzK@l%UPpkde@aR&E)TWtI(IW z(w&QZ-lNuB>YC(7qvrmB^IE*4xnl);HOg45eCSuaIc|vdSXS0nf{PB-s)?Eb7v(Sl z*@UCdqaC+!+eGEEmFY@^?dh{*ab!KJO!+eW{oV06_dlPT?s=?`T~JG`hV`~bg9)qjG*wWHL-o0bM%SyO8sBY;{PriIrYfdS!7(-ql^V`p!s#tek6f+yqk4U9v1GP4 zD$_|FGHXjUjvjNEz2t8ms*~sB4h?vUTL>e(ihC0Vd?{r5*+q-_SJ9uNTa)C&ccFIT zP7}#-NzaQJzb*u$cjDuJCmW^Wmf}VK(zht#zx{bVVUfd8PLRiFo3n$T?7 ze$>AE?7yj|chTK;zmfvGP*n8pmWI;0XyCeTl5nn`Kt-`PY_>)}LLIZBnmJRZqwqk7 zXD>a^q942mkDAvsq1=ogPfQ>9qlBA&tbc|o_+{Vs^C#1VsDF#@qWp(XQOz~AskNhW zaZlnOdQpK3+GrU_H{f{ee(lS5Mu}<<8rzyU_L-bwC~Nhlt#3noP|d~{0?Udb z{G4x)oOpOUYVzGh3;v*123E5TcR$Oz=+~%+ng;YoaYgAE>ysm{ppYCq*HHH&N@DCc zt#L(VzViCrfw;$nUOaT-e`e28Bfr^V=aHW?hQ_y|KQGkg9(TNgItP3-aohMx?H9ZD z;r`f8>H>U3_@PqPCY^cshvktqSHqKVSD5@os)fQms^Lis<5Ez)-GfO}{7ey<*>0j< zF&lq(a2q;AG7WXOGILR!wxDzTfeK|@dC}h}@yZqyadPy|ttK2??SJ(9s-r?&_VtTh z@tkM4mLF$rvt$P@^?uy-wQeJ>xF^UC&t8vel6q)h7hy@7)P}X}N3Bnv`Ft2P9~Hak z7LU!Q;`Qh2j|0>P)D8udVgt)S}565hFJ!&|}kNW!WwMRbBM7{f! zE;>o6c&wY4KvJ#(`}{-p)#p;PD2bzfceNW9t{}iG&*3;L?EBU~ya+vwJD;g!}b_~A|`~#PF zeNVi*XgFaj&a6xOEVWyG9c`3i-ESsY%v+!Ggn=?gBZj>2)br+8jio{JKu#WmGL zTA})GnOT3i4Qd|CmASANp^|pzWb0Oc-0Q^n-=XZ~*V}&X&_lGbnpBOK0@{y;$mgx1Bn%sC4F`nH-#gs^%?!Ywc}? zL+*2nFLc~OQR}oT{ z!p-+lHZx`zk4h(>vq^|*M9uVgXmc@2x9o88NOZt$W10OS>icoSefW-Fzzbh1TbiAV zGZicS8e4Xvl0o1YcmF-A={p=$oHPyRG)5*N(JGX8{cc2#d<+QF2mD-`Mz;RmqcH>Z z8I3ncJF=0mUVmKj&$kR0j~%QaIWY?tjl6WwaO7fC%GeHRBH8LI^Z*J6={~&|{^t^o zm2PcL+7yUW4YLvqRJNeveT+UW>b{bstmrDmU!xBmn6!n5`WU(ArRaNj<*-QSov7@L zl76sR3$E%<9lSkg6>77aGPI}f0(zO3-LZF5EeO!SeqrdP0sr?Fx^2*@#kB(3mQaAp z?8R|KGMwOe!FWj?@dY`Kt)@4<{M)gyk9{g3;jpJ$eNS%7rO50eDd5a4- zKRG7|+K9^E?CM;#F%!4UZX5Gq`vhF4c;V=h(n!>mwInFz1P3=R+qXZe1mmi(-}GP~ z71%TN2P(TC86a1-30Eh?vX+KwqbjqnukWwbLuFa#UlI94)b!MS-0%5DIQ^4g=jcRV z+(pwdyMN(gLDPblH)i2)%PfLBBFCd6aTdog#*4jP+|GEFI(>LNX z`f}yzyX9BDqwZ+o;|n2AaB;h(!kwQTI5Y6XN24G4xJg9Iu@A@HOj&J=Qn1eHQtlp< zT~U=2YqJtJ-xJPJdl--F?gt;fx@$E`dSgLPcu~uTkif~CB{-wX=3dK>w;)`>%yn@G zEoT?`9ZR)}P2W4T;NICDi})W?QNy{^E%tMEq9Qq!yW$UyIDg_8x^Tc1>KmfsEaXw$ z({;N)KRAk7O%t88SShH%c94a(aSZOyT(@)TCXDWtedu0Rwg4oT4_N51eDLF7>uWpT zW}z6pq4z(SE1^G{WUGWG7VS4N$-@+UAT~u1yaH#<{#&;`1Jx87o^1( zE<1@b3VKi8@>WMh^cKX#4LAEUdT6L5`({Gq>}=e;zWbr;?nx+}RyW&w0R8%6qNCN{ zgPU!#nx}m!LZt)#bf{>=Bn#Z=hT~TuJ&zL?aX{ho>mjfHpzH}DQv#HK;3sYiD^8A` zhl=gmF6DPjMlBt0_EfY~VTrfmDsZJip8MgxAt?Wp7icz|=u1vObo%W$RMm*1n}AK*XjJ}F+^2k^_elP=tQa~L>y zPoe+LCRE`a4|mdhP-DpZ;JtRHR2|maHOZ$86>d5%?9vn9JldUA*$)4`+G9ELt`rrP zPq(}C_$=PG3(_*cDm>QRd(O;cWvd(|1=ZPcVO z<(dUggbBy<<*A>eaJVna?5*iZlx6{ydp&BEJ!JnU=U*>HLPC1euSX?{ETl9BVKc?OzX^1jY6U|52zT z#dh?v&(Cp}rS~VtXB%+yCwHs%pHzHk-{~>-gDZ%&pQx>}6BD6uznN9oP2h#juMaj$ zz&SlB#ajNyiQJWtd5J|OxV7bw+rqHPDE;@x$-#Q(QCsBIBkr2NfaAM8E#iwAYO_*X z@~nRih!iJXjQ#x*Bu18=qu1)<=G}h!P61iK{lu}@S!#!R^8S9S4D?2o%G-xLJa-WF z#;O`>n@WLqh?z5?zL(V79kPq6OZxYo_sv25_Xg$^ojD^enVyuxnGU2@%iMIU;W6wre=eZu<3H%Wfjb@-E7DQvmLEChwpaPYt=1po2dO{R1~0 z(*y41lld`|GysG^d%uAf@Q?TR{R-UW_C+_j_#v=#%v=Jrmw||0^Na}wMNQ|J&E_oN zEM2(T?|BNyuRTOFvJpA$m9@ovE{Oj*d#T;MjzYtOuaxaRhH_p`KIwLWdT#${xaC~X z+5YV7?(<#1yGGl>vp_lN`}$&^ZNML*_*VP%1N1I*@IB-CgHhKfMjsKxR{e{9<-J8^ zGupA)hHOMEw*UF_`W)~|o6JIr-{X#}w5{u8RQ2HtQCd0*wP-QV6Ik+PPPYWfsJSO6 zC+3$1$jvf{7&7i2QTo)@J)JxRp)Vr{2OL47vf1ch5O}20f>o$J$y}DLc%5*jz8|$? ztvYI1I&sXPDPK|fojsFw$E+qC-2Hxw;TK@{M?BlQwiBfd(VmuH{SYM_?=X96IGwOn zjU9jIHWRj5XG)&t84$`U*Zo-3j+!5ZJw7(b1-QlIFDsuc0N&Ou^-7NJsB6-Jr79mJ z_~+k2zg;#WklfaLEt)tI^@hG^^lUkf6Qi7JXBgf?tt+=FE>B+v>}W=h9d%Eh7k_@& z8{8*h@NlSA{Mj`q@+@H=Vt9h6?c(GV?Gf8?_mLs;O6)!&nz4QDt6glAf84FFO8)}x z@!-6ARg;BtH>+kg{F#Mn0}nXK?Fay2f9DMO!9P*oVFk~R@jk%2p!d_s@i=M|35*r% zxgdOd^A=ufMZ}@w%rrvh;Myh0)_T9^65ezg);)!AUVVPLL2o+Y(AB-l4lGqEqX9Ko z_MaY6`>IRd4CWN0j-;cbj3ft9&yQsz&aq-~+pd9q5BJHJCBqVYh@kDNY|&F))U$>$ zwk7;m4_4oqDI$X6uF}`?TL>#I@bT_ddqFsGkAUsS%(qc{m%(|Hmu~H*!xpOl zLP)8|DicIjj6OF}ojsuEm6B*L;Ab2oiW?XmGth8ZMjMy|@5_cQXSZI*oe!UmxPD!R zs(zin=e@ET_urJC;9v8D@Du;@nXq2$I{mK{^~;1ulDLO(%c;h*k)Ef4``0|M$EOOn zj4`!d{=x;vPI$nZ@$?DqF`{WB2XOnhe{_R~n_=;VpUJau@pb30y{tCE>ZqrMA@JSj zgQhxnR)GEthUbHN3mM^c5F0_uv>QWE;Gi1ID%3YY#e~ zux$F8?-NkxAqF3YQq3F-2fYj?oJMnc08dzW)4kv405}Koye4$Tp{_A5`CIFLpp4fH zt^oCzFnkFRE2t@Se~m{?!H)vW3#~!Iw>CTt^Fef#9-FZVr{gj$Xa@XG%!4KD{?F3A zAy&XT&X#vOEJ0nRD`?>w!W~T$z@HGFce9pB(_7qPG=Q__1x@MG@Q*<4ej02YUIfTl z&r=(J<_%#__e;ZvvryHhz5f2I?&2!z$7#!mJgP4@t?A>jddaXkT=QW=Ke+XbJnemscy%8 zT1>x6*kkBL?*`oS^OEN6SSI^5yG02t^xH z7mojpItCpsKeR&%{Aj24B?dQelBehRl6m<=zPj|MbHFUz{~Cv`vqh*P(DKQ5EJUq& z<=U-vNgz-k;6rg9jya`jolE$O3u$907*x!oI*v1hlf>{&2!G<52MYvLTzSCwoP*LR z@3CIz6p++v%cIMpA)skCfTQ?7KNrsN$}cn4rJ*#*-8!?qLs7}|j}K-UEWj^}yh}p@ zgoJJM!BN_$i~epl7$u%`8h1Vz^D?c2jih$P^6jAsz?CpKAXGQzO$v{6T=d520|S}}0#X*-jRz>Q&a zXn~VL%kVEo&BO5<<6CQxOtH3O1O5%X56pQ7WvlI%O;r*J_rru?e-Gcr9Xz?_#B({o zws~{ay<{}%naA)}P^O`;7C)PdTFuXIT`;~Kw;o`0Pq1`~bg0aP>Zd|hK8Ttpq0VFF>Q@|H0m@zV8`UnP5P5Az zHwBj;JCrb|XE|;=z&>>3`$MV)XdfQxx)()-`VMwko`Kr-+`n0nKMi&NrwghaNqsxZ z9@Npv=p3OmYdlo-0Rq)SG~IF}=+4@?c&&Q{&L`3#%ij$Kjx8+{;0m1o`s?hsS4v~T zZsP7UTcdXOO$CG45lRlTvyd!4xN+?M5lE^xXqC?T1XMBQ!W*k3D^!&0{_u0sFQTZ= zRbKt+7O?7E-akXPK{@`?)n1)S+`?ZU$dxz3AI4nC9JMJPcPu!WbJ@cL$r|^QZ+-q$ zy}|HwansTPp10P63wMGwR0-$z#LyM3-*Ga3_SsDrO$m41sOt-l9S4@S8r$iVB5Gf| z_nU%O4X8ew95mwd8W=innPs`D0Zy;49euj|ERo;BwXiaLMZ`nzQGwW(2qq|b?zA2S zJQKzr0C&e{)eHK&P~nTz-Lw08QKcZjTzK|8?x9)nb7$f#qr$!B{W9GA7#ZbCH{b+g zUy0Saf54An^nM5{*5K3f+S8~bgYk<8P2-NbbwWQ}^7Fjy-zm>=wT!ld@&>+&E8o^O z8@J0XUte8b0<6%fA$vR`aMQ$r_bqaw$M;r5;pGcn;Pwx|GQaX=weMV_z3K6<+uyem z%||1{lJ@w5+@`M8xab&h$kZ0e9T#e=qh1;kMA4{)*nk zz`u1rC$2XgB)@0SLSZ0SwR6&Vwg<4krJkyq_=ZSMe_Ze;p%2Sshcm<6*W-3SstVbc z4cs1O&6I=piD0VWO3lG{grns`GevRFx{inWZ!A#T*qN`^n|}rQ&KXy2Pj}-!yO)QG zckM=Pr#xxk7%sM7d0#%Zm?-a$xq*Y?P_yIytM@amqfQ!@S$~@F^Hwa9ngkG5^j(he z(>hdlYN+Ef+X*1=HHluZ6P9&Wyw&m)V6Phevh)2r!rQVgOSNt%F5a=sYfj)%oMF+Q z=f9#6cvt(;4UzFcm{&)Gz>wBs_!MIZXUmm z%dXa5S8Q@Xtu|+9Kobb2b`mS_;)6?Zb^L*knm&fO zy|I7vjGCP&|Le=QQP&i4g`eIq504b!PrUfxgW3|1>=hl)Wk(Rn`M1XV1JiJ=?Wsj8 zKf8bkX??v=X-rrtJqEMhITIEUZShK7hkHM}s|TfrgZ$l(mwUHv2i}l5*Pq3v<1TqB zdn|}YiH3hy{aIWEf{#gL>NR!Tq%(~c{06R6?;EQkgorF?TFoYq*xd}PPWnVdY7EW^ zI4_fDNir7__6vQBCoWRlyT!rX_}*D8ja=kK-5_9DGk8GU8$p$0@1EdpVj-c|l7ska&s!*9;#AK&+#Tx+vpzpH%}NHTg4Z=C%O zv?j)@_f=ZqcAwCWGocnl8IIKtG2VfC-ELnjd}xMy9uMFH<>vQy##sKv>6Ld*k2P8Z z>Yp#uhK=}7wV%0~6(2V`@Eo@;t-$^D+`N~ohN09~2GT(bObPGN0b7rW`Go%;4p=1e zI}}{;lW;i$JZ;UJi~tVmYh`pLLFE&}cSIfT$8ODBX$=Bew&q<;Q^WhNkzrUCHI@c^5OzoxXdCcAUW!vbp1p}=hRnbUxP#}{8?7@&ef}$B54D&P z;c`aD0aPR6^nHi@04;eMhP(!~$_DaKp+@<;mPh-spYqt&jLt|@>34@aVz>#Co;z~< zltCfxXf$4uW9STG%bJdp$Bv-xgFiitJ%0j+FYgep7L6Ki#i&i*Rs(`jGSkD){DEyv z%QdY4A&s`5Py~Xh2W^eRPT=;meT{PEQ-Ck{M?LwoXzF%RrMn;;F7KCkMe=FJuP>S{Q~@D-M3Ahn)_3Ka>cK{l!kU zYPfmzp3pAq%T!*QuCv;DCy2~ znsFM2_{DNZ>jk$nfi-kM?@=@QUO;LA^_&^lo)|Zcf717}<~9hPmC^?0sCdD=ALHHD z;+EQ=YY7i#6ZyD-{$6C0>2T%rZ(MeAlOQ$o7W$FcGpqfd2Jlk}^#+50`?$B%B6%I| zynFH5kh}okD9xu8c|qPSPdcTujOzDNt|ZhDDzDPArd&|{Iw^oXA+2>mha4tX#(Xl4nyY0Zv~!+ z;fdk0%Y*N&GM|ZL>o;GYza$1k^2}ftmt-X>ysNFn&!6u0>n~~swu=`P;4^URC7Q-C z3pE+9v3M{Iq3#dQM=aEQO2zTY=a$c`QBTi&t?8$$KxxCs@7J715~U+XKX}i_gSf|? z+?`PZ0v_Yb0FrHkTD>kIBoq7g6_zd|Tx@5t@>4lVImY1X@W0k%+bLF`iJ~te@IJo%3mZqVLE=KSr_n6 zp4}SoZYhY*(Xw~mz%p)=8|B%6fAwgc4f}QuluZj+X&<$K??=nCDB)lBM$>-me2uye zOdsynrvmKZf114dk0RN5pQoFbbYmI49xIJNQdgU=8D?>WbLqNTSN;OjoiT2AidsA2 zPa9r5T|1vBCQoo3qs2!_Z-i#gpC2OJgcl)~(#mmdi=xHqZBDrO@0~%1^5j7LexIHE zgv-ELy!~$cqEjH;FuUi#N=wwWo$-SOg#|6N10#|9KOdI=aD2Q|C)`-h1w=TC;foTU zo3`&ipD@BY7~Pc;Zi`!*#xB`fwh76iu0G+f96|lwj7~eS0~o&>Ty8vYPWTTQ9Z16K zQF-a{E(AE#Q&22>K!nZ=?tzHzQ`OfD9o)bAoXf*E=Ygk?R&H^k0QldU=|Tbc+RWYw z!~p?US_;OXo|M~Tw_UbFy>$b)ytE$^&rY+RPgr&|y;MZFZc3VM(-s5AmGfz~(IvwB z;;BCA+ACap(o#b7W*eHOYj1i|yxe$QVS5 zQ}1|^F(7~FYC!$`XPZTMf6XplQ$bF^BW`u78wGr576aEYtpy3*B8 zL6ntD3zmaCcZf3JGQ58J%pr%590AdArv3$a4c}kq`gVhyM~v8LM-%RmoAWl!+!A#Z znbJl+AY9AnX|eDQxYIdV z_f}WpzWtoeG4n=&&|sjht-UgA;>q!esQqC)XEQHv@kFnsc2VC`jmqCsgDGv`I!Vw!$z4+>TWt#UTgK;`t&9 zggb`eZ-U%R&z{mv)cH8e_~L>>VDO@wr{YoXi|r%V_zot#qXYiEG9{0dE|VVOqF9fP z5st1Pac`v^eSp1k)wf~p4?q%sl@=Hw?4yi6H7@-zC2ni*Fo}Gnn??);ijs>ke+|zk#yB_+OQMXO!S)iHl`DmsyCha(q&0RD>`XIP%ItF z2sNU1+I?n69pOKs+nI^fdu4=f2q)@%>^GE#+b)?bUp%aVi1Ier_=m`YczYEsY=%oL zKl%O$#vn)2z(3vsb|y{B7z^SqMkg8NZlPr%7Z8GqIis1`Uh4H+Yja?)w-#JU8ba;jP;0Xzx4* z#3}kUNmtcDmBr{)qpoS2pDE1S0_vmowa$2AK$QOYdw(eBQTcX?>9@AAxMTOqt?Uvz z+&cH&Rb$6g+%#f@TlVr$B77L6J7Q2Pj`v#_(r+;iOZ5+)7^Hs<_~T=?x_&J~(&R67 zr@FdZr0+y&2w?}WdKO012X_+%UB%SKt&|Y_f2oI+;D9wmKU9Z-S zTLQzW^XS72K*b!DGnHgFh@Om5&6vFo#BL5W;25W?Jkt$bZvt#aHb@P`@dNrpiiO9< zP7sIVj(D3Fe~!(>P5Z{uL~#&SRfvR>j{>X9jH(b1 zzTJ@l#X-P(^;DO&em_k)Y!E>Qzl<2k3HE{@M5Z zEBfj7AW@#P3xuzt=k8CY^5m@Cj2(-Qp}%?zp9;6>TGI-)U@$cBdY*11aA|bY!gy34 z^uxkdtrVB@oDa|V%R+6|r^Wd07NWkkbKlh;*Ff-}exR~Z^2fKfH*oFIgprHxJE45P zX!p4uUW8@NETDjA^o2Gw1xX=;^TX0vch7EiYzEzDw0xf)5pZe2CQn@1bEVS2NIyZu!eRDhaqS9rw{iB;XeE2Iw``9L`9Njw9wIr2!oi! zNQ6er`2)d?ncDtyWVrZv{GOeMp5gl8a};kbn1-v@{*EZTb(HGIspvmpJmGi`H#+iB zg3A{=?c1}l4E_4ul{WSIEs#86J{J)c&})WKsAqk2mGJWi&}e3S=y2y~#@7pn(<)-_ zB~%}+tmxX8LinkJKaCxe3%re1``2qz-~Z!E{fK$>pb+++uEdEVi!@PR0o)?@noG~y zh}O~!x1%%liMGOk9-Ji7>*IuzYlxUd3wBQ<+^@bb`V__z;Sxr-7z6`+C)`b^>$7d3 z!0Z1iE~d_zYQ@lrFB(Dgb0XU~@f9dPPkozr7Zb@@_c`&sZ-^+;?S;vi48pRY?QQiy z{O;hvkB?$-*Y>di;l~rPERxY@z^(NWoU|P`QP0Si>rca;bhBrw3lWOX-DwZli66{o-{4khf!radr*{SG zaKC@uUxkYyAi6=7FQfa3T+1Z8mZA-yxR245B$8%CFFZgP=fd~aI!WabrT`**ACnEm z>z@Ca~1c;kHI;@q4B9@=kbrIlWld+&fw-Kh98b1gZ5mS zkaYp|)URupx$!UX7amT~w|GJ%84u$kPUYadm;pSr1Cf{B$VixXZzGD3ZR{U?`mG?`<*I40^Z@GmcO&?<@^#ccGMT$_?+w%yd*`^}vlQSi{#4}qwH?^o zM^%qo9fYJ=@{dwlW&?LaDJ}3rB##vxZ>^x>e|QA#Ob^1->4Jp4`bajg9|YwIj7|@3 zZKmxBxJ2P3BRqiHC+(#H#2^>F`FDSa2dHmi_)54Vy<9!Uq>QLoe{U_CssQXOjGi4; z=Yl-<^aN7Ggj&^e~@rSRPEe)vWkc^7~gOr4nJp7wJ;ZS>>c{AX&(SKt+uuM8>rTw zqlqNI!h7ifCy3$(e2uw5_o8F0mGH4&4>AwMcVO93M$ee=xCf0g6CV)1KTV@@1o_6x z$|v(BXd*B4YK<6h>vI-nZ=kxl>7E~5U$xvOtT7J}m0Uq2#J zseJZ2&rxuCHQ|RXbUm}dmT;Z7c%|BR65*jk_m}%4Q0l0j965L|>Z9eN4{wsi>N7d5~K$nTltQxx2!w2zx%-B==-E&My$ncrs=^u+G+KWd9BX zp@nyiiXRL0&4~K=X2?w7ck?w8thR&V-Z38!pl^itxO=XV9s*v%qqQfz0)exBX2U^k zK+Vx_magSK2SG#;tyBPFEyIREX$`=gU!H7}o&?-aR1_MP2dq0=X(LJCn(F`I-*(5c z(?7Njo^_tE&*whU+d|roBttaabrDexXgm3=Ut!T&sT^d@{74}t-s9}xUINH2_l zZ{_^&tLs`&n60%>{$e)aO{W8k0m#wY6V)Oj98$`g|KUFF-bUNTu|Sk+zsIj|HE52o zw{>zY1KwcT&^Q5vsN_k?vl!ssr)evSxHsD4%Urw!SibAFWRx`mU(f95#pFD~8UJ5&CJ|qc@n1ix0~ZIC zUk%)&L)bQx8k?_ki7-59pT#>F2of0ITOw!G^KkB4Um`YI)4Acc5)q#tay!@}o$wOd z=!68kn^Ez~iN?UD$HmP_RGzG#dHU`p;Ex%4!d@5-To$7rfZwaWO#Qj;C5V&z*8g4h z669ws_n(#Y1Ah&2(2kNAqkhp}gOx7~aFeeM)yZ!M_J_@MqyK+?F2J@wkIwld;(oHS zB-_vr_1+)w-4s`xoUw`XfT$07S0O*G71y+S#WY9{5taudc#6Aq{PkyLjl#WeXNN{M-oZViNTynXsncsh`la1=xo4LQIBaCm%>RRWAjO8l%HXxI3IvI`%~Z ze@5Ur%VHMcOPDwXylY3pF8OXF{HEQd^1-HrZ_%)2@Od#|fBJReW^*QRZ7c{?X#oFq zc1&ZYIVfZuIQL8YD=1u~*BNth$Lmk_OIeM;K4dYjd#eBc{9HKhEB#uRxDw@Owx5*mY{1#*Or$b{{d5q5jfL)6uJj5e?a zPE!yq0EybZ{z_XYr-TYCed4sepAw1i=JiW=HWJ=v#>bGT3~Qn1U+3TqvXX+5n@;ggXa2*j;G}6v{xU=qU&6W@6i0HFZ(JB{3 zA~;8tx#}lD_uTs}hM(hsJ>ZK5{3G_W%scm^&WP$0(+>Rraq~ky6&Z;j8}5^)(hFFkZMgCHEv*3Du%)~~z&V8a zQ<*(EYK~v==jL`-;1EWy4irC*r2!zoYr4}NH+m3=hcfRSdPDJBcyEh-V0YTLJ znNEuL2>05Dd5?a51En@&tz}2=Bk5b}dYJwqya|jz6XD$b#;SNnop<%Md6$jfQgPd<;=jYPlNyA&^aEqgwu3zUd;C{XHC^S%+utS__p+=l( zV^~%kc$Tn&7aV(j+RSrZoEn(K^iAW;n5_vsYu1o6&=amnu%;qEOLZ>+fC z4Wh*1;aZKwz;PJR@e%1`>tl&mQOr6koBgA26D9Z-}_~E$j9%%l{&{=?WiIuM|l=QxAX&#uHGk&C!+QKpWLiI5T2Jv?boLvg!_R% zoYRm%IL!EFH*R0hnCt5Qjc`^yP+aox9?0umdT@E=L)6i$m9nDn7w~kcG*lWyG5#Co?Mra$bgKud4)5!+j%eAx+Jcwww@fjY# zxhp?7q16z?eNU&Zzw{9Iid8P^99;wKFN_d5h)Q1g-rbe~iZ!Nf3si3r-hl22;Yv5V z`98b_a_=wQak%~oxL18nQl&j%+cNhEIL%{6KASp~uz!|XPRN-?*c}%ew~sjss;3A1 z4>-d1s-@zUsDCNrBLdv)P38K-UxDIT`SjX7?}-9VHY(nfhb!*C*c^Tc0Xu6z*G(|~V(sKz4^f%HY?n3p?|`+* zD17ESKOz_({&9uMJPmNq{1NAM@7(sQmpq59&7g?ZRZ8qYd zc?#iaXa#NF|A~m_yu2nU`iJX{t%i>HHkpV8O#A`<-?#@ChnC=;oitGVB;h>Fc9ZYd zz}-76l@=@*OxWXTVUZ3Z7nSjhS6oS0laF=3-(rMvHLgA>Q2h*Y5(WoI1gmJGdq3)$ zF=Jh7@pw?)vo{u*rxX6VJI>1>RZ4fcU1oyw0 z(BzmY0ny~y*ON{kBZ8bK`O|yX0=t3n118E_|Gn7zB$TM1^eJ1k`x=PkjOI_++D+JI z4F8r${?POfK2a*#I)Q&;0r19cdNzr#OoaKDowkKmfW+qOVyP$##Gh%I!6m@^`629` z`f3oZ9<;Rbei2c*;vuZgTSDZV=xZcLxOyk#*4)tokwJbJRhd%1_w=;w+h$|gvxLso zQ?B8TjR*9;{5D2?e{;J>cT;r_z4rfdk4TmuPO|B`h}zzqqK#OwG}fk#il{_BZo%c9 zzf6FA#N))p^|ygFo$(JL`~jRQVX3%Y@K?_VHhm3ZDnWF2z=wzZs(7p1yiA;#@vHu~ zSLXlsb9p?rLREVLYStgnmFI39TV$F)82BSXH=gagMkN1&Q29@N-0pHe;FbO|;MJ~n zt{Ot+sbWSCmdc}Tx{YrBg!P``UjbXVV%4VLt-#JP++L<$MYscaQ;?sLdo!#$88{4` zm^u$Zj2o;y=@Coo`uzTzK2d^Dnj%p-Sy(gHJ1fJK*0&LwU)TO zR?l+m)5ApYGQ?SRnhNj^)AnCBSayTKClHl=*Q<*|&J$HPM*kla26#lcv7$&+9e#cQ{wXV!1iCNaB2w~G;UA0X@g|INxSMa$n*k;LZfCpUp9kq4K0$_ISbIEBdpg4 zEzc3YN4F-cbspi5W&CD|@WK|kD=QCEc|y|s^w($*A7loJRNZs%*`HruKrp+476>G4 zvcJ$^ToowHH4GHaECHQ)ebbk2-i}(L8Dn$waq=&fb@${@#l!f)WskCP|M&Y%&2Dpn zJv9H!;qc)^nR|u$V3R;Hb5YYR`**<3^`F!4vmE$cjIlLt?O}MeAo9Iqzoq*ri03kV zQxFcOh0GE_*(GSL@(e#L?Nn^vwm=TJJlaru3~D_dVP7r_0?ze;^DTGtPmEpGDI{A~ z_i@R;GgRH?#mTz22IQkJT0J^88+baeTBq&ZOt?cX`m8N(Bl0O`2aH#UiQ>?l)n9&f z0?(S!Wd^qAw2CzQG~iUVXo)AXk#sKOC;h*e4gQhTkb)FAa5G5mc*63U~L7~Y}%HL>Ki*4 zy=;&RGA;_z9RVWqSsOnN{z8)+DCixb1wDw`f4Y6V zfjSs>>{O52^q7tMUeLzn)IERtQ(wLGE9x(C(VVMfL|BPu=L(1-VSnhMjU9j+*GCKK z0>7_`F7SajZ*522IuQtu(e_1#g!7g0^8(RJ2ERZ=-gc)m)Tnyx>uw%dI~0T;ZL?n1 z4gsZ0f9Qn|a7JvUzX25&v%YIws{lcHN0ea5E2?hDxc6wA7O*Q${T7;s0PCU|Eue?{ zs-|{Es}9B;1AdEC-|U-Se{dFVS+v6PR@e^^O{9gAp8((7hc?hd{a^fsCn!G!&MRg= z1M(ZUIhwsVN)+RbCQc361414X$bhX++hNTCL3QtDvy@rD@!q*lXP7ck{=o43ahtEe z-Op+b?#!geMh6IwPHRrzL7)`>h$4&Ea`?EVmcRmCIx96vEu)YWIc2v*; zq#)2?^g5BunDM&@!K5d3oR%JZdq$i|S49DmmAPqbzM?^RdnN_#vk1X54x?*M{ai+0 zn{fM>J`ne-yuRJ9{{q;$H4`^KDgf4P<$Hq3LBRH-W&V#5zRUk(?>pe6D6+Dk{1xFu>|2HwdUGhBN1!Bc3^Xp6O)F;mkSbobb#M{$11W zb-jMm-P1EWi}!v1Z-2kqp6aT4^-{fh6+3#6K}*}Q@Y~P(JRV6uY_}1*#njTiif(L( zRKXMhXrqV`OY<(@b{A&=GT32`nWd>7qmtEKP=J*^aYWApIv`Or15AibGvE!i0Q0I z?&Uu{`Sie@BUwjAzaJ6FUUk(q7oNSD7C7Xf+wVQ<*+|;(=y%Pvtao1zez;(t2;OJx zi++Acm+Okd$8DJT??}$myANId=$WAprta4*_8qFFU$*z;j*Ty9>HB{5@qt-Ktoto+ zSlfYDf2ierc>2q_2dw2UlAj%KS@(TzKW+R+e`pyWM3T`{L|$dylOzFE=x%-8+7k92D%Msj~QzT=iw8$Cx95sfvUZuW+5|BQ9nNXDcq zcAv08M0_t8<3|5o$LIsDpCdjAtvfA}_xa85zi~*PNT0&RdvANdKeU1W`h9lGD;I12 zTkd*x-J|m~-}HeCz8P?tmhPKUard3=TA#JXcP%oH+Dm?DSPLw=qhRS(b2M?^gJ+)n z$vc|w2ziiwQs}ocqxUCA#GA|0uXwdQGEn>NqT+8aS@(N*yZ<~ke^6+{h^Ie(e$DBc z_{O*|HEqA|jxIU)94$w8LYr@RK`T609&5_hvbQwuEl#`S(N#}%-DQ5yCGgJC-=01G zyNEw@j{I+#s$y*cG#WkBDoP`zVqipk2vj=`9s(Ju%Z0eV|Ut5 z%Q*hbGX`GxTEssf`knZ7KRj)G&m?>Gn*AEeKhy2TeM@)Q>ibBabJlG?EAP5>bLv;z zaqCu}M2cQ~Np8H2WS;Wr)a8RO(!_A%-u=vN#KM&YZ$)xGyZ+_3w9JTaAGxh%JnsMIxb@E3g?aKP+|_uPM@meFT^=7tvn zpzAFTV06Q7%M!P(nJ zG9F$o7iJ><=yYHp;`{t>-?lYvuVo$g=b#I3TNS$Pfa`WDK2vYMWv`bUySYD7e3<;a z@J^A!BaC}WeL3>N%I!jbMvp^PM8r|X_utb>PaV;IW}%ig^r)k5yfjD4ym#vfBT(?wj+jykPAOKAnqMbD8&(!z(| zdH&ItN3u5G*8lpm{j}VJUmX7Q==ZfW|GQ_d{AT>RjbmoY4`yioifn;X{YdgI!%MSZpW zL61%xvS76)PLs>$yK4Ejj~(#9zph%hq5HXt^nFgyvX=h)oC7|+B_gJ_A2wj$evv-s zAAFszsiCX)nE%3r$)#HQDSx~Bvxg7X`m7#&&4};LU-xsyH|0-WIZn=R4LhOip-66X z(cm`@dOh^nkf-l`um9np4YwQ=nfL$3ZK;!l^un(B3*caL8C+fO${3Nz|o{^-i1wDiK7 zCnDFp5ZbVpys)HME6Lq#X!9>~v>{htc+XqeM??Z`JC1s8-Q|(Oca85dX51sM1+9qW zq({fSTKZ9YRqLMox{Z&@Z49A^Z^PXmopGN&-q|~P4lz>rtvn_*IZ|}e>W{M~{TLC? zU47(f%g!IR}VRKrIvHhYd`$D)dP|AhmCoP+}F!%Unw6IDU6IO zs5^4J=G*&<4~r1xvPj0+^0Tv}BEq=mX5A0hhvi9}(4R+r zI^)lI^R%3WyLYeN`_f3}fL-?5b?nVrpUetEoP za3t_e^m|n6ewEZM`$!YUxmPW1iQG1JXe1|R?)uX=`+nUot%cJ^H5{P@rbO>?*8($t z@Bfd^FGGLs6a9`r#J}qg_sqF0L-X%*(Bz{YeIoSBh0lL|@t-$DGWUqCcWZfBuPxor zueXcM`*+OGt%zj3b;kiW{Jedn@P%u4{no!A^vCYojqkkgG~Ex|=Zij<|EOioeW2z0 zUl(cF4!FD!T@(?bUhu>V0ecf6uux&%>h|Ie*zqWk$-PRwV1s<$C_0sKM ziUf{1UTz52GOs`N!oDT@YH2x7Uvkt(W3}Az(Q~0%{s#HE@rp=hXg}Rym=G!c=HFd! z|I!-qA1VqT{rPe&XYSZ3N9?cXyDNI1VZ=W!de3ttbIj@iN4|KpmS)Ubt^57vWt$(j zeP(3v+FJ%T4u2&w@ca9h`tCblOFQtWEuMV*({&rVE|V9gN74>We|b{LyOE6DN_Sgu z$+AeGKe^zgNm}NY2Vb%8$p>rxq8sD@R!c8GeAH7Xf4J`F z>PC4{zLvc(x?rGXOp+Iv>V9O`pDl+Scac_bhWuQ4RU~_>?Owa+qiZy=^+mf}D?;nO zm7mXk_GC?LC$H(+JJQE5&8VhjTypn*dvBbm1>n4H-o_=O&)G59#iO z|CUJM0}p;Ub>pB&;X~2yOou+b@AmD(CtRZWqMr*sMDu+bz1Mu*3&;3Bd@uhAbKav* z>8Ot9_U;qOeCVQUh97%+B>n7nw_APxeVQ-yPOks_0=-|){qWr)8_8Mtx59t!G+FZ<^ZmAW?Ei2i`;}h?7f-rA;-8%H(kr!#BWc$ko7VV) z?%(Y){lXLG>HhEGC!ezQdGBaq$i>UDhHk5+KQJK_&a2e2jy~+o>-L%*2?U2+sE+_N z{|RFo3idA40#E3p=an-x-@dy&{dQ}*7C7bljk?RK$>+L^8hk^_r)@2t=|Dc<9K>w>WLxZwsQ|Ezx{a@2t-~JxdeDJ^z|-^XT_k zwY;C^-15|Y8Jbwu=wG#GTBLByi+k+$#0^?t-{GI^I`0Kd+*y8Y|JutU{T~c`GWFy) zBDpQbclyL_&m13a{Wc;3(eJEj??_ceT9*%dw1S?;6DNpaa{C%E6uk&x-Tr^f6(`I!}$+u{+~-; zxNbp%Cf<$i!wvoUx4H5HV$D}?tlQ)rley;42O1-V-~28&rfBI4&L6+`8AC&V43fjC zB0b(*ba`==7PxEnyZzVR7%3Wb^0Y(NofQ#h*WYzq$HYj+@<(&mZ9Y2UTWQ>%p1JJG zqR$$hi)4Qu-9H$~{KfcwLZ;vF^Zk4JKUuQNv6}eL5f_g-{gu$hTjl2{muR{2E5Ivi zbiEn;$__)$)WjLacQw-vmD9c}wd{cpocr;TPAxaOtxmV+hwPU7^{ibq5vmzG>7LF= z#^Pvu)5N(uzc`@j+DPWz(E|jbjmJ-Z^UZyak7OQr!DHw8KhgVz#sM9` zk)p%XE;zsQjfijcm52R!Z8(x~QgnP8`p*q-`G(eXMDmu(?U@-`;B9%~;0HQCqZch{ z8E>Aq&2^7#rTMyVn|09+J8J2V{*<48=b`IwoFzk?-FyKaz83^!wZqU(NV` z>pfS*_w&Oae1G`5Ncwwnd9p5&3EwFQ7AiVe%^CC zYH88!+@m6SM@PSZrlq~HwD_pgwu_{lpVcsEwhtKyvc+Qz0_ROByy}P%}+&lA{xypwYM$I>tR7bF7gMg!9?q&GlGVwt-NdnqC zWFfkkww-kF&2R1IP3qFmFT}vJ^bC!548u`Oh2{BHaNlxhe<{oIm*slh2w@RT<5re* z=6Slh4g!W>%k9RZ-5t>*E0TTHYO5!Y2lJYrwB2NQqAkY#utlwvzoQWiU0dcn;v$q$ zgaRsk|GI!w=&)CC(v*h8#PE2uELy-R@cO@+oDaJKA@)3!j-%+)YxF0!iza+EfovGqvybmC(jNF?!mkU9qL%wDcZS?t~k!{=8Q@va}@mAV$iygv*}p%hx$ z1p&>>ANphE6!|hxt5F{L5dJ-k)G?SpDSEh4i|I>$nVF}23VX?NmeT$+lvM?)C4cC9 zu30QKa5}flR042DnMlLutbsq(RObt&VLCVc1Qxra526|j_QzC?f>ej23rl>cawt{_ z1TTkLQKj?S4tTp+YY2k3lLh>7faqm&^0G|6CCWt*RU=5KZyUEy4aiDo%yPs%LF6~1 z-+n8d*uNKLdQ_C?8BBjYYn(1_4VGLo;K$!a*x5sy-F%i*p&?HXlQKa+bM}wIT#lTf zhGNZc=35_oQl%Dgs&K9R$CC5R_5ZHpnLj1+b$e=BJcbC8c8e#LXlFN~Utp~rCfh^@ z=o_t!nm?8~d_vU+w~JQMI;4bEKP7mnq@3O$Ar7D-506ZQ&v7b!%W#DWUPgPi>z7Fk zUx3V60Oco6B@YpdRl<_YMTLw6m?x*vq_%94*qOqiPwb}5VkfN$v)onaJz4aK|AfTs z;w+nZ*gLo&6f+F$ri=KxC<#8ycExy1(6j57mS`;em`!YP>Qn5`6dxPGwNU{`(_+#2 z*gpKSYef1JPMI?7`tWIztAnrLzj{@{k7h%MEI6xI?T~BxK~-CNV{_ely>;o%(JXya zb^o-ss#~Kw!A8$aaB0ko4OPiXuhJ%)=>{Q{r%mfnK;$efUCmdcHGAN( z_?YAocz+>LfG|WwU!G+ZQcB5(D988kYg69q%n$~3wLooPef{WDAE9Bnx#n-qS`^DK zSG$D_FK2}zUdJAd-zmW&TNCQEN{7R!s+ed_DmJZ9bt?vQTdx|e2J9OCb;$u3^>Ljz>+&FD^h z9vq^^n&~KGy5nMI3HB=z5a20$F&!X?B7`Slo;ll$Z4XOB zyCoC1Njo*cs*T{-xHb3U=@Yo{8${btco~hHu3P45*_^Oy$q$w;qpUF)y(2Cxt=^xv z%36PBks6-(?kHT%=UId8M-nRW@ZBgDWbHGydP|8zW`6uUGc>027S8*jUU?RwLU4<92iG6sWfRM%^l}S)4pOi{j6$znSX6KI!IvSA7Bwp7n^sX15oFq3>c^cZ zUnRPz;YUY@TlgbpRShR*n3KnQpolLny{9Wu)SC32b;jHGgYv+Bf0?G;fl||C=?o+QCbSOKSV<*V$x8WttQc+o82L#QwY}swDkkLfc5J+!ZJ)9 zJ_!}7w$ePXC{&wYtaEvQdO?teRX6YTN&m+=w5K~hBWD3{qSxC08xx|xfn$FYz7yn$ z3==Q=Nesm3(;u-;<;r$Pv>dWiWjOj=|1(0P^&J^ZrsV!V1h|L-^tNg#>?K5BOG_32 zd_G=1;ZNLGnc>wD{k4{L`z5|mxVHPvUzDT9ow!cK99Ylbt$$hWdfF+Ug?H^YE#9qX+4`0jTQA=_Bv9iEC54Kj;zv#A92yI~Y3X zAT-l7q3bDI z<`@eVg#3yA=-hH?<)n(6!fKr~|2#tw}rZCFDJ;KB}OvlW49q2%n@J}Xnq#YjTh z^_$$sUXsbJ=$aA}9DC?H+?AR#(Ns171iF zM?q8hQEQ6((5LHBb?BLb?}*nQ*FFWfBizcS^O~D`4P*NrD@98qd@KbS$di$BY35g{ zpLTtE4+-Z~Pvzf#J<_ly6no&feE92uK=MV45TU$-=z|rjw2NpGI^L6X+2M-vfGjgCN>dOb) zVm|yW5YwGnwlxjvEUC-)Bs+Uj@hZE@hx>YD(|b#G&j;!`j4F5 z(GP#X4Gz#LYCHY5b4hV~UlV~2=mkm+C?Zt#y7MRh?Sa_arva=Z9y6`ugyyzo4}@5z z+`en|@T9W(oV!0f%9}HGT0#j)hWZvze^iG#-P08P8@e-5N+X`qmtN$k1bkCDy6jj2ADG+Yuv|_rBt(4+C(*X8pOGv-fpMf z&4QYe#w&WSXF(5!K2Uq(s#_3q4C^^$l0bmCpNezeg#VJw5#;_4%u>e~<~!htB_<@3 zx&1PLelSQsF9a?}IY%#hHWAgXZza9NZ0BR|9p|&zcY37rnh`p89HhN%zZk?1pm^8u z-QmfPlxqS%k*RiF6eqr0Y9yd#Z2SEd+%%i>=vfRUKBsM1)y%-RP#Et$H@8*=k0AyK)Autzlm~IX+4v&3K<*xKIX%s; zB3XUcw1b12qwTz(*|BDd*t__Mf&Xsy5D$mVw&g5* zkKt({817`bp>?AuJcgTY2X<~;{K|GtY+gs)#G-LB`Gt4Vxrld)lI6`^eMPTP!&~np z9u3g+q^W5iGE+Y+4s|=#!+7K-IilUvMtUjIo0y9^drx8?WL8a?F4#^vJI$t(ed~5O za$cO!Am0+PwqIH-eF`@Ga0|lj%n(p*#M66H1AcZ{>W%&U!G{T?w+Td4Gjq%BU}>H zWrNJ5!EF1* zI7nwNU-Z+u!z%!73A$@sRuXk_VNDq$yj@+K&i=P$fBL_NBy^pniECeJHEWS5C=%wX^4d?&3Xe)nn=3q8l+4&^Rpi<0g*c3rDFF=O}XjY~gpW6RQCw7vO??|clM zJ9{1w6zrmq-PX#h2V*}L=PUkAcxjT|b}XUrC-c@2_6@idW6@fC$JfjdD2RCp%q}wI z8e8^ar<8c>DU)9-A2c9;tlr-JejgdCS#alRR@iP;*!nv|_Ai!7#LMZ$$h#l^$Cocg z3eIc`bt&sA9_-!v$6~%k-vnQuUxD>R)za&n=4PdiKF&0}Hyynr)oZvhrIU{ZN;$y?v z_fH)4SD=aZZdn=fHiipA%C#&KdWy`Lw>)MEZ5L&%>m7GhMs*WaHYH?K`5=F8G}C=H zT8hu?iJpQ$!jmhxvAn#60sOITwS)R=slWYO zqVICQDHi>n+!Q|R5uYJzYR~_-F{2Wh@xG|;oj|>zP6u8%M(sb%tYW>KP&+|2fy58j zOk)%;8V#yRMPA-9Fc|VJxF(9U0~=Onh+g=WVx)c-rfdD(VCbB3{oojAlp)4TvM6t^7@}j6%uYK+hmB1%@ngZ8M?|xNT(dWq>L<&0_UgNd# zziY_q;l0q9c-**p-MeMEHw}YA?SkXa>wP;TW~YAKqLdrC$0UDFFW{n);ov#V!aR{` zCpP7zeqh}0sHH))TjFqJ-kYS2B4kpTXVam#S zhDudq!||r30Iru@H4}ygenkb~0%T4xGUvpmh+km`Ouwl3tiX^Od*m@@dqk_OF>o|T z<>8Q8jEe9H(P9VD%>R)?Xi?!cWT9bcUVycSRKJnq_ZUg3>awz|fB^QpP2W5hrK)X_ zS?|lg>6t2hFFJ3khqMb0l+UI;WYZ}vNBjekYr0bt6S}BU zvAW#R<6o8)MQn@`_2G9K@G$7c+f5j$*3|uvb@<*R{<}xDbWx6fQBGuS)YBu(BvaQGY?55v)za~tWTa}Shwoor-=E`#5`EEM2;dyAw7 z{%)Xq!tmO2uD>NIi$+SWMOmcL;doh%;BkHJp+cc`gUe!hs-pI}DJp8exwxL_z3ep@ zmTb2#&TZoczdiYU=)9ht!i7jl-6Qp22Cx0VkB-ug%HRBv53H<8<5CKlHe9~RXlfZ` zx9>{FPC4by-k4L}teSJt(Vo%RQtLrwSi0J7n8560%m;I=CymZ+FPF1wTe6snnf@N-ZL_qUv6pSDMb6U`xA>r2`NS{l z0guo0Hu2@z(zvMnz=`jRHeROvrT(HHghRNrRV;8qm8s#(!-{4L4eNW zv6+Fy%A!7wZ_`@!?yECsQK+ z!o5!|Pv%;+g`P2=dF(!^qaRy0buXjYrVAsE(Pce%FHD@Dc(=?|7QyE-^X`MHhCD>5 zNZVrJo_Y{$CeCNgD2Y4WGiQhcR)_QSUFR~&u2jEfBu{OwHEBAMukW7zZu^}m$itUt zm+@}@sQuf$K>g-Qi>(T7pqt5IFzox(i8^}sp`XPb{(R*3VaJJYGw;^lTVGj;HA{^M z3FjNodg42Fn~(3UD~|q*yRM+2!sC&O>{MgYR}}ff(8ad35Qx8&tvW5C?3+a*Zi%^< zHK@OY7)5BFLsdSZa{DeZ?4?O^WX7PJSAVRfe%hZ6bst>`8B*&y=MB?99H<71-+EkG_kaNYz#Wz6b}$b`@@U>y7x zfOL%%vd_H%XJ2pg?~-m`0=8V-qn*i6WBb$U9vtHPWj97!81MlEdPr6SY+g-NVrHSU zZLi{6kj||fan`cEPxAI_6B-WMEw|`nU2oq5_i*Et{mX&z0>sml&y^g8U&|=%RX#}K#*fG7a5PBn5uM;-4Ui4?IhDngP26dPkfUD~75E?MbW{7l}> z&cm;8zFNQt`Vs2_%_;)Xa&UI9(-(3E{>d+buF%|IkuxU{Ak1BS#6O6`e$iU)RDBaY z#9;*%hPFpfd+i`T%C*yq>XPTI!JtP_ZhWhI`&CM$>+w%r@Qe6_xv{76jQpZOKwcac zCDBoVN@bjH*Tq&?Y!S-&@8EVRJo217a-Z1_we31}pqC+kl;GCX{Rr_<#QhNFg*tpe z9ii&*`}PvgINAsL^+1578~q4+1nXm-$SBCn1BH7(LY%}a*9#{lB?I3eXt%4^>P%2} z+V!&v@~`AB(Es>y0;(rMg@z+{b)7?@o1n$78$UtY_cz%=(XL<>|3{$OHf%ZgF^e7F z>Lv_`m;0kiYiAhkWZsewj;8i?+88r04hlFY#X?2^*8U5gXI6szmzRLcr(Md_Kp>Yl ztUv~EJls2n(LtOko7dhFDu=3&3o;7;p&=q(pTkMF((Tv=wcs4b=-KWKR>Y)zF^DD= zY`ghr^D6bxGx5*v)!YTz!nn?#kUIgOlfY2u1Y0%C4if|Sk0xjFE6QZ^|8e_gx#!A# zlpo6xFLspwh@TSVMmx2u0LeitJ+XKW`GtNfyD2vuovV-oDSgtR0%_{~VHKku49kIRx(C#>`pMJK(3c z1ql;AP0yP@%C}R3NP83>h`6GBhBY>a2UidM?4G=2_iG|JoFOn8y*(U%m5(hIE*+0K zvnUL8W~&dFXEw`7oFU+B=}PEZnL5l>GS{%KctPj03@IA_*|o=AY=<+WSKBX=&QN+7 z3dJCbeW}DlTI;mLluyLI>-9{pRp#2KKKL8>vcQD)2S6xyX41+b=e|{gW3t6<)+3C4 zzA-CGyV`L^D}^DRs@;@XBNWdj;WA*h;Qw^}V(rzfd`f-zG%{y~jq|hs34I%-QVAugagwA$)2{#pVzX53b>% z6%03K3WIylX6k%3qD%X!%b(8PX4cC7dw7SlX0Q_%I7gyusE^J8 z7*g%M2cYsyn@mi$NbM$hv_%KX8t5Vp&=)kvBWq* zSTBl)Km?u|4y%)SgXt(olpO;jgx`dP5-~u2Y%=;;R zZ|s_8L&p47QfS?$IqZTwH@@suvp1%FEsiXI^$4nishGVDJznRDluOk`WcY(Bgn!2D zf%Ra?SmF@TjLNbM^!_!wydP7b+H5fZos)RW@JF{FB>l30SibpVOJAU3w=ea4 zCAHmy`{T|`SwRRP`=|nmP_`-M+|!+p36K1BwVo%LK!-!NFOyC#+_A8OJ!C$tN-D6m z^Wq%HFJ^r5>sSkV1Raj_4OudSl(xI?xO{9PUvVrW18JJ=M@wua_*7v~JI&0B@_4N` z27W)ppYn6#KSI9lfE{iS(C%g|u^4&CxzfERR3Femmj{7h3s(;eTjUds9GWLY=No2u zmt-zx81AA|eq-Mg>OzikOwj6~+97M=#Wx|g<-{gM{|oI(#Tn|?apxCLFPMlGlU)GV z``+U%pYF+fop{#N@`=xTT#5R^TPrBPWBB4i15aMtCk?CL)}HNQ+A{L_WfhCzg)HK#|g#KyXUMS z@qP{EfBw3KPSh6D2Xx>26?hqI zSySqP+BSsVe}2o>{9+-5Sk`Oku~8s49PXwptIh-dm-&lv<095+@+vMzzGvY(@sDRT z^)pdX#!9w_fA6_0CvcN*yqETP)H?Wa%!<;nQd~9@5ep%`@fr2n@+xP%fqp)`x$)dD z@bJn?;D#~IXse;_{cr7{HLYDBDQxL0v6Ts=SWTTb;-FY^Xdf$zXdQwMKnEHlQGhwe z&A3(^4UHw(sp^*X!IN86!3qo&umb#TgP!-mSh4p`7xDJ&zo-~Ud+O1&G4@GfX$7&s zrNGh{Ixd}pQf+ucQ)>F|dFpue`@G`Ql-{)%3hK$ZdEDXgr>7>JPC^djgh9E0J&CVE zwMxN3+x(>K6yBw>;)-!OzQry;ycnd;`hOk8ukfsiFEqtB*#CJ`1U2Ymxw!yT>hOjC zWk_9-JU{8|H2;)tF$h0vExAH9Pldj9Tm0v!Y`0y#rnK`YMXB{+V=}Jf~e@LT6NR~YG+&N zq1hB?MvK)(-oS1f%WkqyDYvstpZudrNWKkDNK8W-& z0r>u8F+_)XqebHis~l)_vRLlmA>T*i><}~3!xsQOvCJW*IH1w`@pN0>T)6*PWNkk; z_w0sM4bWn!ZBi$?I0qWfbIIe{rj-}?b#cgr&k}dhS^(+I1!M3`PKapB0#v82udV?o zOZu1%JiET&20j>T^YD$)o8j;l^GnI{jrllWtf!EPjwd6o`+2@pG(nX?e^c-P_&Rc`kk_b(B^ZsKm#M4O0j%#^3}t~znq zA3Ss7$xG8*t>#}L@D>-Iq@+Hl+m}qB7wgsQS*Ipnnm;@BabvvA?9ZUYFMBp@WbV1q1{Eo^XM(9%+plo&qud^p@2Qh3Mlgy z0*X|A`Oh8iqjU3>r@Td6e>C1H86vgd8+4-S0i3(kSKym@Ap&2sEdRTlL^KmKXo~d~ z=l%xis${>V)E(qD?;$<-U?2E9W?T`E!-2dKEr!rp_{OQ!LLE`l3x%5kJ z&-gx~u6y5c`dlq_`ZHVINoM}3$l(FYh zs_R#v7F&keT!z>s{up{(<0tkmogRbQaI+H#dwk-C)uUa#sbtZXoEvukxV#$#cGY^a zKrMbeWY;91_|Z0%CG3Bv=I6Qz+i!K{c~K9h5d3%Vo-1 z<~A>y*y1)tIKH1CT9>hxAe_QsM`G#MO)*xj8(8d=Y&G*Qzn1UqwYov7szssP`?BOL zlGn~hN?dG?A|BJ+@Nsl;S`m+f9Od^PvF=yH%{#wHIR<2rETf?tBP|cINJq|lV?YV$ z@jI~au`DIb`4X00pJt{3o!6A5V7jmHcy6SZ4_||~ydnPR`2FOcd_t@yOFKq_pCPMa ztW*}vVxm~k#slBz8AjqJV#B@J!fk7nIY`A`gm3?>4f18J0y>$lN9%)B1jkQS>#vV? z0n5E*h-qgfJ4Og&-#KOKrfJzH`^>I4{LyI*ntl&1l_1~;5z0A`b0w^5O8fQzt94Au@K~+cD%crJZSmaiWYY zF9>*1I346ga5Gxni_9Wn`F#(d2i2r9aJ}c8TnOGx*1GrnaV^JP-|YfFWUb#zEQ_!r zH;c$evOqUi5 z`X`GMj^=z8>TRc#@DrB))5~=5ac|YrI#JFOE9A+5yWEkD8cEtzXKOb3g3f&BrX%U_ z1bSvE`aKg_C>li%U<%=oN+6CB7WsP?12VeeftSuHN;Or&BbpXG_=BUcU271F0%#fP z-gcUetoi@p4-%v|{WE@6kSiu-Gl@M%xYuiSFZ@Om8kwq`fD(kwP*@1}Og?#cv(8eR zGW|Ep&K7{5(ao`Wq*YE)6Cqd z?wSzNtp5>7_NMhLf>ETavaxMFotjaG)7s-+i8u%_@V2GYFu0&|#Q}?f*v@s|XZ5Q= z64LtQw@oOQBkS5sKD~om%wvqKbAU#zI8JVQpcsC;nz^S@BNjDAnlDVqWVx4Qu-a%A zGc=dZjcr2BI2%V3EMKB3Yx}Dn%AECaD7r)z17Tz@tP5F=uSnU(WaLid*g_BQD|hDm zWw@&E+|43Ml=MPqjg|+8iKHo*t*Rm(L_SDUa%nuCQ$t0++dY^!XguTilD9-ZA742Q zxopiRBJ~9ll?e}?DYOnaeK+GwRB_`#nnR#|fV-yS?n#XF4bMPwg zDg&X{2U3kf#&K@lJ}xMe{QXC)DQz?*-`OQWcL=0f#tlDQW^d5A(aW9A9kXMwuJKn4g80u9YP^LlH?n973{^~_x;Vfk$5 zPk2e_`u?_-TJbQ4v*h0tHPtdL#)7s9fA^lY8IP$K(4YWM{rzdf-?pujz=`!hHPbks+zy(F;5VOEBo}0tb`i(Hn za{;LgO1Cx+ZMs2dG&`F7v`NY$5i(>;UXN@fI#jMD%Ubpv1|Yta)@8ol9nLM0F!a6P zd0@uL(DyumO2ENK+q)U3^GikJgEZ6=Fv;+yY77qv*5z?OP6!pxDKF!rwuv zgtMjRWZ9%T;CY#*zrY%a#~isYFa^GJv1B4rb&b337`c;KlQ5u|zH@k7?vn8xi!h_i3XDTYg*;lg=FAFV$gi6ZfKq*!?hQ%rN)pr>#s~iyvv* z5J1UY30%$rIH!4=~GpUg`lGylku6PpBBP-3ah#h``WioA6_P z#cQ)Qw^0tiF?B}4mhzUJtkU1Iwi0?&TA7l%SVn^h1+)%$F{V=o#m>mTuTt>E9Bn;! zB?(BcuXHk=K0A^Fm*x-1YEDx8ocaE-DwW=DpV;K2z6AB*Jl4jI#>5Ydn5$5CnvY@p z7g;b!VrG?WIvXWkf7IG!Tj);!d2cKTZ4hHEjPbf*W!STlm}%;H8>lWT22cQ47kY#F z!g%uUi_6IGFN2JxCT-ad^mT~(oEm`2UDjOpiOTc!0<#1$y)i{&j&2*oyCN-LfZ={L zbd&bTcCkTRFUeD+zkLHM7J$g{4(Cht@P7l!Jx4K{z2Ka}VZDMpb&^D-k zj8K8Yf#%~WT8BFLfyi^7$dF$4f~#f-toFEH&i;^U|6>yoEWaFo$cHQQOA_yRKcpWNXig8n|TY})oCX2 zFV8CED1lC(eOj$s!|z&Zu*fvJ6cW@*&E6TcP$si_r z`*~@@DGTZrE`)^C{j|A(oK>T>k!iC_=mREK7<{rP>A^6GypJg5^9(CJ8hID3O&8wv z^00>NXCuC$N#NO!OeLXB_*gq}R?LI-RJ8W?v8waTL^r>pNJv9TOaaxMtgTBuoDBD6 zZsHQE`8JzpX7;X16N~wv)AFgacm<5m%NZCoG3=M;5)inE&B0&>DV00W05VAuEU?ty4OK_Oj4cy`?QJ@F442(>5jZ%fxAwg485 zrMswD#K34*Dl`>zB!_y_xbV|H-se%1AjqO(B|Vi`#fG$+5hOsCXZ=Fw~6H@pdx zHNhGj2+|(xgt5NM=4QE!oXwc@$SlP~&w5Pt!e&bj&UNPe<0wz}C+-TY4VWUQ>b4Sk z^2Fq*9aGS8ExPGsCjc?wSFFA$5s1#V$g(_uk1OFYu%a!ITm)Xir<$dP!X&NEgUtzq zjWqhPXTZUqrkvU9p*QyI|Dtji$wBUZ$mqrQtHLau6x1d(eztLODDPnGbOJDoX@y{Q zjYe<|& z^FTTm+Om$1YG-%gwZw(`$2#_uEH=pi(tOzLaf6w&tYwnW{lQK^qcmUr8~%!;TS6Z! zjX64FLqWqK2aDc^zA~5nj3&$E-uJ_odoPe)AWks$rcb2??9INuTZc_#193ItSQbt@ zW}Q2wBaiF{8ep$r8+NMYh}Oe{e^@qF?#3ZGN-U6jrA(g~JC|oUQH4F;)44z=(we+6 z;=d=(0Xktn!u2Z;4&9Vix<(K%|G%zhsk-E5!c<=CtgjzqJt#5V9~y#Y-y)Br!=v^0 z&qu#hrN1>t>$1HjU^)6w+glO_erDVrg9*(a)9y~n&I^xaAZU6nLzYE{;c!sT-`)L> zKn*_IE!>0(FOAqwQudE}G{9pg5E*bVW!DvgPq!|Y&y5aTJJT2P@#KJ=S|_zb$;Thc zON{*EwtMp;rK6JCA?e>)v38~_+FSFTcl00XWeM-75Z}({@LaDmZEPc|kK``{haY_# z3c*v~GcFM-(m-h}VeURG8Jx1mwx`^lsOc^5ht-FbF%jl zgRgBqh4}V($Ig5Dcs zDgg>;Nz_Bid4fjrjB2^>z4B*7?rAxq))k>Osq= zGizc?(6!DprP_AdH_YERy`xGkd{;&k%Tlze7+Lg=a_S(*8|t~-)H;p4=)4Ron%n#| z8DHA86JPvE^Efjw*xFYTxc|68!2Fz7#A#3`(f<-6PWu(}y^Q$rmo8h?dM#fZ@7!EF z#NF>a_;hJWXt96EKl9q6OHX(&_pokh&a?DaxK|7-I)Cf>(&1Io%_E7djD6;ZoA_gI zny;o@`|_Jw)x3#&h~$73#+9V9Nr^1RXQDsu?y&8YR4Ib|0wM{?l7B@5Q2ISTd%y8} zzumbdVS))d`1{XmPJFL>`TeF)knN^)4&u%@cDb9zzl=ZA0gA8&FPX@83Uv@p(JMea zZMz*uOU6D`I4d_k?0TDf6)wnahMD4-KJ++jKdE~xxR>fOdQl57rLPa~n~SEko8pXB zxRcm=qG@buLd3sYnZ`{WRL+b^V1;F?XV<3GwDgiht#lRCYu$Fp;u*z^-p#lh2knx0 zFI10_${4bu2D~cGOMmzA75JT}ji9#bvrC}mkV(sO_|%rrv0F-_Ilv8Ny&X)G&P#vs zOc*o{d`o|y=zJ&?VNt5u1*&4LFu25^i7V3El0|@pPpppWvKjb-UupC|&~xxrZ<#zm z-s}sRO7{`*M>LzB?~@mcI}ZTH@Hh!FkQCUeDqq1`g`Zzl@~?n=@XF&~-Oej0*bNzn zCRi@CfIg*lZ%x{%9H||`PZcH6G-oo1o(+^+0-!$&OD_(%>n*=ggBX>QtVe#IeFL>e z2A-$YiCuLW-?8rCyM!Hz5O1G8SSpua!rk}=m=JQtsXjio!W2=DXk6n!O=uWif*7|K zgnuyZ7=@{T$B$5qWZdNbcADe`v`}?e&q1$Pabw)pbwhK%=$Ap>Ziowv2F{4Gy!1}r z3ScQ9Lc34HE&6m8xcsUsSzwZ^|p> zpc`SGn~a`HWLK2dir;SxsISpi=>M1JY1#6o_{h^SaUHZ9)}mVz_UF1j$D{01rN(C<*>&|fx? zZ}G>pH>XASIRADf6!* z>;Dt&#UDSw(O`($c)@UVIdGunO#>1+x2#p()2F9fC=3`k_*r8#`k!V*k>e<#$Kk7M z`RmrgVrdKysGvyCMD*Hzk;AnwQmvwAcnV4k4h&;&t|l##)X(F4dlS@IX+{nQU%2~qv&T0<$Zj#i$i(c+Fu=et`LdW;{Cy9O)P!-EaOldaDq$q>%)$jz z{jc9Y{zA{?YEQT;dJV?w8=?xoxBC89fh--rZ^~b+7n#*;VP#ZOUR-dixcHIT^Iyo6 z&#=(3@sx80FwvC)B=TuP)(ah7T}M50^PY-m_1REEYM7~lOhh6nnh>H-tYrvl-(sf~24{0EGX?y}X#TD52==hrr z;>t=TAC1}|iw!({YV<-j-E16$`;czgG^EqSdhPR?d)Yr$q{wrY=E@F+XMex8H}>!- z5#=e?mHIE}44 zMT5dhNL=a;3N|i9Vg{3Mes3xTN+EqVo|;S+s^4Y&+RT0jtg<=l_zG@tHeuM%FiC8~ zK#Z2IVzE$wBRJVCF@~$gXG+|2YNI=KrCDpA; zYJFUL!8pJ9TiAu+ge0+dqTjQM3U6^}20U2Z6T5h&Snu`lc3R*SgS64qi;8;_!kiN^ z9Tr)#Smc}E)DnTbT|?76n0h04Ov>o;C3g+AV&{ZPTPcOjh}cS!x>nEMVuRUmj^WXn z=QVEE9L~L$ePLs?DH=a~)x^l~a+RJYO8xE6-h@A6oDvny--PR~C~?)m$GCdzE^8Zd zpC1DJjp-qZj@@ub0Ax+O{{8A^qv&3hMb%XH@kmh2LjI|~|K(N%CZQ%bTqK|HvPvKF zrsR%%LG`m=#eTn{4pO-8$+;&zpHzK&j^sS}M2)M*ihcY_-uUR{_wjK<$_WlKQtDt) zhtSz#qi1JD9-re$K#mljGrC-(3w~{54&Hl+H^9OinH&aJ@fNxYXF2mogC!?9Bawxb ziYAtf{6)V9h2NjhQiu)-`BCmbDTTK?p+&k}f}Wa>ayzPjF-3o$$(@B6q@a+Q&&s$Q z?2Jq_wt%{BD3yZbO`c;q1~C3x5DR56kISe*Y^wn{ z7Ql1<%44LTQtsNl8KKh~DQ;4-1tQXs#=lft^Bcciy0!TdbWKp)L2842v#+x8DY91i zouT%YrY4yG1?OCxE>dz>uTWDE-({d(vq^SXf5OQlV|c|@16z77*ZgM1aAQtUyGhZM zwle>odQsP{`qHRN;A_W&y<;<=et7wpTRgI8{dv@G{SV%0hp<5V5H;ysu~V%-qj(Zl zO6~+i54`KUT2LsIb8{tPH12ySujHPAMx)^G#$gQ@(?zD@@w>}q(kI)8^G}?0RAYp_ ztd=N*Q7uhM?}yHDUgf`+BPqFB#9{Q~<(=WIi7V48@z2y=-wKE+asQni6@PcTLT{lM z;MNCBk9t>RpkG@2F#Xqa9eb0Qh%t}0>~}l{yf8!U8L+IRpmlOsiuz)TaK{hMv&l&X zdd>=;FU2FpUg8W&-3`n1V_}6|IszMSz#iP2h11$+)x$oR+jj}4313dGD=HNb=uc69 ziyPC4?5R|*Q66R@zw@5$wO1+-QaUYJpPR0qAbFLGD^K>nPz_@fn84zq)k$5 zZy03{BxZ=njtZase)6^w(Nr=?UFDm{*o&s#1f|^9z5p*bhRZ_9ted$OnC8Ctm~$x4SUUrFh5c|Z-M+tshb=H zdm#h44%z?SYs&5z-f8^6-IAaL5?r}&zvXb>Y-;G=9fHl|tq8ev|0|y#GSLEr5MGRj z8r&&|Vy1wvx<4~MJUCYngdb%)8*nnBx$;j)X4Hv~GCGkhILB=0gWgnowO;0IdcANm zI@|u`gj+=Q(?pNzH!Dv3nhWEl9i@4-Mg@XrF#{`3Vm&Esy?;tHib-z|f8O~TehhnU zYWkzWYsx!4oobr2@#@U=|0HkdGj#6lx9rpo>~MTK?`dzQs^RrXASlhORtc}5$?sJ1 zKz7`hjkBH{V!z6Ul-%JEyfys%$J>Zj0nNpQ(!B07VkH`XH29iQn|OKK(r+Ce-#fw%e&Tj| zcPB3bYyWzRYsc|XZkLS)_{kgX1t8PzaY<7Q zMRs#>K~CRHo7%^L=q057^7rq?@9E_CO86aR7U*dS(bnt zlVM+o?`J%HEfiKEVbt_P%9gg49@5#`ctE&eadTs5=lITW^U?{cSC>M=?JRB7Gn6fD z3O6q)UAelnt;3A1T3xDZVAt|+SJUD$&qNx8Q9^o3#GcMXwCG+?Xaw6Zi%I@V#muBLIEu=qY+u!Qy(AL}y zT?VAic4*)hJCwDgsdI5hxJx=^XnlO7M#CC^W$g5`Z!;??hN|oH&$F@E3lV$D66pS7 z6YRS}GdU03*@k5uZQbq3bq{^X?-NFVKH?imid*)pNAv+STSc;`GZqoZv_XLpO0gvq?K zG!=wvXuR$wP51pfRr*u|u*5TptJMi_?`Ug}=JQ=^L(hZix9>CN$xw$6JR$1b>s`EA z)}L*|PgK4qHk!&8)e$Qb$~v144qJp0g8)|22kukWErDSOao8>I zTfjy{Z)c{pWJ~vTI~XfCCIFOXonNzEdUly-*~X{??cW{qv4*@HemB8$2Bz7-lFoRd zgEf20)!eu$++le3MH{_2veFrz55J?phkNgD@_-8~}|(A{2mU8aySt#{zL_ zkT(O;vf!BwdE~|5^5V@Lk~bIf`AK<+le%CQP1_*WW z_E;!85Av2kSqWz_3G!lCxs`pGFfL*p4)x&$wD_)67#E%ng?EU{2zWmP>KH+29tHX3 zk%Wil=8K$(n3yxq1#a$AR>$&aRHm_U5K8mcNhaxhlxNLQt=I>2Q$B!1Ckj_8r$2OSBY3Goh(-R z>}_W4urmWc)C%6hV?QDLcN_Gax^I_O(AO@Xv$px>v+{e{X|Yo)a?xVODBm|uCSRIH zANx+Un;zSVD!Z#=Rm0M7*W%^&86QcEDb7vMbe7v2Tf@y(>`;?ju{$^Rv_wY{k7SidEuAg*P`U#_F zoDS)Jq1KVV7iP~HRaqan0DAdA6vi5(4DDUXpY3u|VR&VGM_BLq+gdxPw=N0e93kRW z0(cDun1cbQet;7WT>|i%re~1!bn+W<%mSK##)Sq=Mo;@a!1O^2`yT4^K}$fIOV(J4 z47daVcsPYr@GDEi4ud6qV+q|T%k*g6@T0JNnoxRx`GF7pHaVszm>xDY9soHO=BYph0PF7udt0)n7777G|qqjB}!~CPcqe*SoODK zT-N8I(N3rNQ`Kk_Rfv3{45tsqo4wg-6bR==-Vb;)9q_a37%~Cx0zo?lLl)E!8aVk6 zr1TW5i6sL6up>w#p(pg}b$3w1^gYlmpT&gdGTv7tZv;WUXarYoDkGR9V)e@pJe1=o zYPiw?*Z#sPqY{HpofPMsHL9EsU}ESA-m*Spr-`96GCt6VH)4DcJO{&bh>_mc;H@zz zmhTP2?eE6;W+JinzL`i}doN`9%#kNYXacDu0Eoz*r!Rznb#mVnc0Rxv6i4865q=IKY%;pr_;$Wbr1eT}QoqZrWy!IjK>w&0O?AUN4(--ejZV*!gPz zK^!+W`TPh^r<2V#lgsfYbyqN2JdKBKCZmV&^qe^9eO%H-!sBHBN}PCNQ^jnEtVWOj zbH~O0gALfdI}-Lm`ywN|y)Z7@DcY=j;cRP`1H3$eTbPYSI3cWFvi%6rXlMB%wq2n? z&R?ToxphD`PC}xipuTjp?}K)Vqqt;78-^olv}Y{e&xMz0w`KX^P%q9>%6O(w3$V1l z9HB;Uv_m&WWJdc>q(jUUsp}9Cu7~>j_EP}{37|@>K7Syk@`hx0B4}Ewoe?zj}&SIFL|~Z zyu-}|Qs-nF!?u+!l&^#v9dJF2^*^pYklg;Za z{dL2N#*S8@%q-873|a9_i$N~dnL5*Au+s-@!fq7d4+QxBIKgeAlZKqwkPyDK86)lF zFHzbpW7|QDmz2IVn~+IDw)gOt(Ti{zJj#@Y%s8PB33)vTeM#sKp&tn)aRTNWM8XgV zLm>=Ar4_A38TG-MCC8L3OS$Qw0BO8)1xPEMC^86WTa&9Tw$FIl6?bi zoTFoHoE-8C>$uylT#iuVZ7i1s<@yNK2ju~?3WVB7C(GpnEIFAn2?W>&>Mj#%bw|Q0 zCh+1-Ne4(C`Q;aZ@qtjvo3q4wUE|FDfN`RvGI zvmJ5CVqRn@Uj97cF4lbEF4h9!CRYC*$%xgC4~4>6T>7s=>}FkrjRh!5ke|iEzCEXR zx2hvAPKDVPvv@i`FB#@wz4)Fkpc{UZAvE+O6J0x^i_bXh?~S!1A2bH^r*Vn|r#uqH zn@(H!K=FDB@58LqPlm0)p?smRwG|$Q7l%?XsTy9WnFqDh0c-3bjOTj7PnFM2A%1-Q zoO(A>#5j{RR;WEEbjb{72J?h!3bYC2i^Nr_z<{wwZ>y5ilDXS{mSpQv`veTzNtRO& z$9Sh-{@jQR>obD!5+GQuTBggtkS!pCV?nnu$3&@Bss)9^Hlgj^Ex86aX;IdPPQ`EW#rvxWJ>dPJ!R%1HPl7#_tS3;BK|q>U4%E#o`M@v{tyr(<2tzAw7H#W0_E=~eS zha=uG$j~)0qc>8U#e70JvY4MZ)Ag8-t^uOQlkAQ`*r1lwjzQ)u|L@;1NW67(rw}Y` zn(j}w@Z_fNN%N=L{lV^@?-ZLZRCnX#0)wT%U1O%Qg4;KT@;sOE99@-Ex|_L1y=$-x zEoZheM5v50kor%OXu5a-!7HGU!*q`giC2zDs zMUV%VEMS{TG*7Wm)Adf<1gRsPOY*uo(00oYBjG(=b{IhN3=(P$Nj`CVj12OOz3gI# zLHWTpb(BKhk&tHutD_(MmRp!)m%RYuV}v@lFQ4O~ybN-Ch}@zu56Vb*6NMT~;1bM4 zp{)I6;EBvD?=UC>S!|()L!r)cz_SvbL8z~S&|MAhsz6q&nXGCcUmfJDg*xjAz4CVm z=(q^@M`@k{@oYseb{dXVoL1gSUMij)p^M!K~_mqE~&ID;44tqgW>OiJ(vkCKKYfh91Zzw z_qGZ!qE5`@@164545}QN-cKIfkKRJs*xIH4Xzp%lZJE_(I?e=TjcSK3_aOD%X#;7W=YCInX@Go#(#a z9Lkw>XEwEVg_lW>Gq&-$Z2YHr=`h3t8`O%^)>}`ufbt*hfGxjZ#3`TCtpJ`hL;rP5 zf-S=&CHtW8;)cbGnxco)xk@G4R7k#0xXN(3xFMC++R?Vc1|KKFVR3>@&pc zePx}4NV<%(TVs;i$1LGkFOK21%sPNxFmHLdbZJ|2bK8oh)@AB`*Ur)v;f`=AC{^i_ z?hctOJ=>;EJ-M;D)SS?WZYJK+ye0M!C}ZA1apy*xdiR*Oys5Kvabs)ga@_$6x0bG0 zuK!!Mti8FdE4necv$U(Nw5fGzxT93ZsC02#M@M*ZS7~&1%s@q6H{Y$}*wh-$5&iIh zOO4^}o0gQWYU|di?N}D>lHfbr!;71it}1QRkzd@lBy2z@x7^ALef4~LPkB(dqf5`% z+T9ZFh?0L$V@FftqGnmWo}*F6SzfOhA|i2mQc(O+^C=9 z?P9+@^=CeCvH5{8=Q(zDhzMrhQnnQa%9}gw@o1kHIH80~!!&2fUX<(P%@43hTk2 zQlU0+%kpe+pXfoKO*(l&*NqGw`pxw+VZ&=186Qpar%J}YBn|+kxc4AS zVD2YUyE-BDN48n%(MUewt-b?3!(IA<3-_3b|{-UI`ik8z#2 zi=B^&y~u>kx1@9;FLpx4f4rS;xlG8owk?|pnk44){3m$P_nyw-B{B9n_AeUy97D%4 zK60udh1dBVLw%^;yvZt2JhQEM9^2b^l5yK`Hl~_{ac{>ml-zpbScY@Gh8^v#diez@ zBSC&+ZDeQIT*Gdg{;JI-FsZ(D0=Ix6tz@sADHE^}<`}9#Sp8?C9(97NNYESn47=(5 zXoj*K#l0Yt0%08&hoF9m>v*Bsm-I`~Czg0=kRMNX!O;zqM*wd)ZF2<-XZnZZESJBe zj^XUL#tNSYI%dmYA(N%c;B?fZPn>`{Y`2}Ukc487p+u-1OSmJ7pUkIWxJwvH0v->+ zIE7J4!pQjHFB|`Q*zaqOkMnHm?LGUd=E_o8uTIa2)NcD=tqyIG2Yy&=S1SFJ0%5sH za}Ko+iQv_*7v$u1E|%Vg>4Sy7-k6J3cGOt3!@k1@i+VCXP^g{H!s~8ERw!- zXON9Z3JGb*jv>Z-e_>Qin_?}lch}uE?HZe9_cO9j;8BVu^+V~zARFB$eORKl;uO>s zoUf8_lezqCn6TQ?Qg{w0`1aQ2XFgchlJ#u{&k^t(C6XUAj23jvVAQcG#x`DT;3$z= z+YEDn79Z_mfSW3R$>|6OhCC7q;)K2;{!v$Y#FZaY^%AIGG{PZ_A_4uc(IkwG6DB~w z{F{?7*(IRQR|a7V5-Q?^Dx0tc3$+emOA_iKY{kOXaY9I_-Q_kR*<-^p;KyREXOZxm zpEjB0z%7xZ6=p-l#Y7x5C32IXdPxLY7&eD6$rk3{Ra7(zgE4-wP zl)&$iq{$DY;>J9AoJ`K5-A^dZV-cG#wN8b%0zbnb_a`M~m z+v;v#sCN4nyX{w{9q`;Yg?QeRAfESlz_Zi=k0F%L8)Dz@Yl92b1sRZb=qZdI0`pTX zobGs?YAJkNwzIUc)f}X)TrGz{7+Xb#MrEFfL>I{nqjwFOFpIZD@VmR0K$Pw z0y~VB({%l>iN$BIxb4#ia1z+z*hKSh!WDrTy-_d1=>u^5-a-#9?@D-3?a2t!E0$*q zcfCWMlQSfEMSnl|Eob)eqP7xY-O1;+BT(keCwU7YPch^vf;@dmp8i5zn><{o9fAWP zJ_zDC+l2Qh;3^%x%Rt75k>4_uLftqUG=kKPd>Jj&T?jJoC`gkto(Z(YxL;bgPE42` zqHTTwG8V$xRw+EcaIJqbub&O9X@(~d?lz2f4Iug~vVR^fl;46l zX9&v)jHpfYperU$sk~&`L))0#8};&U+vdf}%*$V*b?%0=!0uLaN3FLVo2q*1Y3_Jz8o%f3IUdoOq=>y(?M4o#rW&EefdsB<-|6L}@C;+!nh zw*sVlbQ8-{4ziZ%6?!-mWLF8W&xUwV#7+~+>o}!O)e7b6pLMD(t{iOZi}$4U6)IpZ4kr0$x7b9PCVL3Fqlxp(iH9O) z_pjka{r4|W7DJ?`M-Kr9G{zgr0Sj&w)0T_F|7Ds~jS%la_;pI+`b+!-P6g$5D$~*qE0qg*v?E z1Is1jBZO*wxYY`$_gg{pq{J71#_SL8=rrO;qLHYHd`pns@*7TTk-tP+Z`5Mui&%>& z@hTPSfS~sljZ4g`1(pJG8{Fa8_A*XzkUzJtvGT%8!0Emm66iD_egGBSJ}6d=N-({!?N&;xM@cMu7KNje_xA4)=B2*ZWif`nl+2&EA4{Rm-yK+Z0V zwFx6wKpe)CfOTVh0txZzoM;m!uz%#Ilvp+znuPxE?XfAkp+@&~7#O_X%@evRoDb)Rg zGCo>ZztS|8r1d4g2SXa-=#@{B@7R=`hGjw|HE40&&FDNWn%FSS4xan;XY8&_>-4Al zu1uS0&!q6R!<$W)Cdp^#!6BP&joE#f87Do?^r>e&vfbe%G@W2GZ5nTSG-goDrbm@i z-_q2|va*@dNgPzZHGMTtFG!4qlbu*tm=GM_Hw;e9^?ml^^w{|UHdFdNtJm?GNK4mq zaJZw5)lc)r;*tD(fz9k~vd!vVCt0vr-k4_7Pb8%7w)H3;yeH_N6U}T!IIam~ldsiI z`Ar$FGTMgC#H`BGZf!pT#^y0J3F}{szN~6#Tq$h7-9hV$=IL==D-~UA*7QcZwn=%& zW>Ftw`JZr;vjZ+B-PRdc-?DhPu$fd>T-;12n_=ZVaNJ1mM4t`4yqj<>7mKrdcb%$k zn$O?iyqJ$|5Kh&+n+qIUx5^0)-M}r~oJ8hF1LCi{LM)B&9C_Uv8=`R@(ML9LXApex znkT1?$zuusaNaVLz)O_wEFuG(KkLnn;9l{{w#cLR@Ish)4VH($r05;6a&G69A ztxiV&3WW1a=wGRSg%-RFf3`R9^0Di^^47!x^zfJJ&71pCJxR4qPUM>5A|oF4`}4)7 zyJlGD!I{=Ntuy6)NZo^=Zk%mSOCtD5zzwN5Q=JU{xUSWcS^NyB81yun?%hvthllH3 ziMC5f$A017-fEXh?(dlZaIG!@p5DuO(AUb-dlTeoJb2akzCTnq$ij03hj3Q0^0T-&~+ZAtI&b2La47Fp(`Ee z#MLsy6Zbd_v7ythf2Fh!6>3Esc~Iz)2YC1br-XaJlk*Xu{sfOk2R!`3{@@2a0GAyn z99j)Zu8%1&xEQ|0T^5pHd42{&{$9UK<6 ztBP{*^FRcT%bLa%8lA$TQ-;S$#J)H0wdD!6T4StZ z_ac9$+w;ene;Z=qO;>RFm1^-}*}${GFXlQsdX<{XwQ4ct7%sM#`q2v|>9u)hkoS|w z@6|5#Pj;vu(v67&Xx-6)e(ZI7mh1Y=1uotZgMOY#VF*SWAEVG zmg4J@x#%O`N!rdb21ADP?Mv6E`+$1 z)3#{W`Q|L?Xk5|I-q;#$cDG0lhdO=dliw3a91om`_hfk;KYCb1>F8SUCZbaBsa+Q$d>ml0AKuv zu`*M7AKNx|IKKu6%{m3A+h{4RMYamv_wiqd`552v&cG&kTJ8vBu%sWAid|xq!w$YA zQMjn~9}r$8;_fQ5?rH;HmF_l^F1s9(Y$Kd^o8iG$yt}6m^l=L0#ly_F3k`=fa+;uB5lAt=(u-ul(a( zD#wwRvDqrd_hFdC2bxzbVMVRe#mXB>1v#<1!L0YM#qI{P*02A%(v?kGVM1(TJIjtp5II>B=rYc+ZQ{a%r=#=D*RXRDk)fhON%{2 z?%U`>ST7Qkaza#&W$nU!mtESj_Gte`O9d9UH4EDvcQL!G@_8ADdu(xzs_u)u+^9GRz~vAKPDBg45c4oyV~(d570sVNpxdY5&CS5=nVoVEGvLEPHtT#v4uU8Zb+x`ca>^*FKFiE9L{5@S3 z<7gTE7((v{(EV|O+bw?S!t$5Yt!zGU2#`y|g#9AqaACccX}GX%Vj2ztmGLZyXA5;E zWH@klD8L^s)UDpg=sq92i&pLS;K+bCDcHfsn>L&R8qfj}dvgQbf77?;ArT(R1&BF% z-ssmgC5_a*qvfNnM6g=Kj^KE=Kp_6 z(RG8hD*DAm`jt?!v}@3&KW}w_VTbOP`s1aaKtq)+{=K-dJ`kCoxF_gEh!gOqLXG}voHq5_t-xA$5?eutrJYL_?a%G*3^zav=oH>RnV{p-NLsxzEiG+JnwB<&J358wA)Cm_ z(YV~|p^xBvuL|caNhLy^*r4h7ShOXrZKG5a*qr2@40*PIXF238gS-_aZxHfSL!K&|JhhOg9`e)yp7JidwUB2k$TJ1< zYz=U-fu1{o4;4htO?uGua0l>rTapL2sY&_m0r{vd$o$(w{vApF9fYA{(}0$p6z`)h z`vBm%#C2zQ?gFx!1-Q=y+;=5Bz%p~;xf_(32W93!ncYd5Jt6O2@Z1~n&WF7Fki7ds zo(9OXAMj}(s9SD?SOh$vqCJD2LsH*gwcK^AJ#zn zR8mIfIRfAw1<#`a{*gjmly?lg`z&j1#ooXYKGa%1d@H`vxo+&KtDLT@m_TgN}e?B}ffO6+SxeJBWhDyD-ScfBV zS^(+ujCaxemk`*O0n97lc_qNUoWQ(9SljhgI_#?m>^+QkmNqP5Ukxy?1(?@B{nruL z7XrRF=rHdAnAZWm`n#y@yh#r?>gmq`+?xUJtpN8Hf?u16et*dKG{Dl!MRosnhM(Sl z`tBEM8v*uNvJa8=jO^Y>@bk^l*)B_dw)K_oj_Ge#UZ`}7qi3^KHfF0W+tCv9U5d0g z>FmaVc=%pG@uhGwtZ-ts{IZJ!6WWsM#visVG^XBc_j>tmB~SIb=?mLdn$jJ{HhW6r z!MQS?ez7f=$$rns5#PMT;Mn5phJU_rZyyE1S^ra^_l3e;|J?U!TJ1+F^sm^OuBLI9 zgxfp9iyOPb4V`UEyUMNPTBnPHWmRS646b!ortid!E&#^u-r3Z;th8%+xOAaBZLv^Y z{$ASDs=sgQEQPy;?O56`fvTz&niJCt4cK~}FivaGYh74sTtMI0x}-GR+!`)u* zTF$UuUPxqLn{gyD7fFP5Fbad+e>j%YIMkXxFpik+v!hwZVu#uhOYg)#}rCs5UhR(%}%|>V8 ze=uG%n&eK32|A~Q1%f}qi7&IJ*K&cF-FLJGR&B0PZIq%VaY)(1 zBPnS%M3g%)JWubWjkao2sKTL8zTU)jAvJZhwYK09U;Bop|9Z$?L9OrY$gOlC*QJ|& z)QK(WWs**Z%7PB07U-l#+0(8Q+t%G`Q-_h)@z{>n6g}T+m&~$q&4sxx9>TLu&h$3c za-X>I&fMn0D&t!9tR2O6m2XSn$oO_vxJi8yQ^MKa3TL4kQJZgL4lB*&w9<}nS9eEi zc!@q5)P4S@C8hd*Q&r86B~UOU=jnsSrESg4Z7bxkwWYDWU4M3#Hg<#&hz*nU_?>pp zCT*|RxvH&O!if$?5j7m1uFx&~veM?pRpE}13$yK*vx7)VgZ}Nr>>XXo$@FQ$zIo-q zwO{V$-i?x-Tqr?|Y5wWf{8M@Q3~Txjo<1{9`p$9Ecd?}V?|0*{*C&NP%atFoql#UH zy<{>LceggRG56u$cF+>RZnisiN-uPUkoU1Pw(zcDjupaIoSwPDYEE{u=8rQyXKV#@ zqhOwJYa!MThPuJo-IWu*n9ru~Va?A+i+uX?#dvh=DeUE5Xt*opJe##$#^N>K0>|7; z=&B*K{9eM7C2}1db9yaTFV`mdr!+os9zu|0IU`?OoCSLvT4~YM1 z*Ab*`(>a~jzpoX3Ek{3J2-`F0PEQJZKP&8=8SFbbtqsCWREB6s{N+R^dKL;#DiZJe z!FM{TLZbzab(&bFFX}-(@t#gi#RsMd&!hWbo)FKa;~8{3myKt;eXznn&$q)_Z}WV6 zhLLW5VJT)Z5yx}agbxXwc}I9ip9>tS(dwykoam*c=4IB@}*A&&vh+#_2~xp*i3LmR9)TK9|2<|0X~`7m|`) z!s#vg@bDoXn(T>gmH-0ox@o_3oItS59N_9tlul?2QYD`3zx|tBc5*99RmmC zX?A>`Cd}7l@f>Wy)37tWiKh?Na>zl_u^8Ws(80eXjdzmKFGNJtD>Ulp6G|L-?Z-2jIXOZ8lo{}9|04c8g7{BPEq@*c`~48YpJc=z!+5!fe?EVxa6X@3 zVZeKQqbE9*O{z#CogVo6P;btF&^}W*P}FlDs6qG zNXXZHg8QgJz!m7k18z<}@1u#plksZdJodo$WH zV#nZQHP!YOT+5l=ifuU`EF{bK+u0x=SlrxX z^Ez99-O#wGt)mOdZYz``$k{dOvf{Lrd`kV6Lrf`rsVLGF8zI!5MVTh2WvQEs)3Dnc z@r8C%TnR2z^WxqXsD0+Q!3<$=D2Xmi`(RESHL>p+k;=b>{gWLH+MY*+kc-oa^ykw= zYW*d)7|$ETzqw-X2)HHMAZR%sEPc!O(+U0gBGx+MxI)6-3V0-+>F`AQGXdTVgJ0&{ z%r4&e`)`^*mHgcqo-+yDe1PkB2x$;{dcCTwcPE3s7m&VP6XeIPDda~YVw2j-KYF9yLY5ErfcRjKNHS}u`x^1+{HZyYy$Qajj&KX(!%b3 z4MO>&GQM9lZmcKEc%$g~NNZyvJAW&Uq|~}= zkT3wkAQJFhAq#f24kjT0fqoNsGm<`(gy9JUggc6a(GbRxfbWK~Fg{M0L_%4dP)S0S zL#QF4&LM0`!qyI9Dg?||0U-oo8xpp2377}VNmx6$glQ0Vf-s$gnI6Mz66Saedyp_c zPFO&~ehy(FgvBH*BwLgpKjFBwXVVt|tM@-$2535HNld3%59g+aTOQ!i^9xj(Ipt8M0MK$X9R) z@`}Gs9gf4*bpAu+Z+?F(_Ki}Ga$HWw#IoO$eU0olWS=Yh71__@7+LoJvfs>r_jcuS zpj8*y3u`(*{&FbK@3ZEQIjG~e zr2AL%^nkT|yxUGLrej8@CxxHpPS0T+A9m|d3_Tgbot`+i3Gw40X1g*znY^r{t-C!z z3fVnF{NTqpj$yVnf6VDmwkvxM$GDJS9Vja+6R`@y(d3Ng`RvGI*9pZXi*42p#mk>3 z+y$L4+yz}A+yw2vjm2N_qPTW^C=|}(5@0+r?$)r2669yGmHxxyhrNdat)TMkw zX3=qo(;DbZc*<_40C-gb?_?gFUzD=o<0Z_8V=G)Q$QNpiG!$Tt1^6Qv9>pLF`Fhs0v20utbNiunToTt^+0)Hkb;Fa5Z}|9QPwrj2xj%08#2M%8$@8;u zPJNtlPHWG`IadBTjV64DMic#Qn3;YDz==6d%(598E#yR4heF)Pjb$1e8pVtm;#`61 z>55%DI@s7I9^5rvn4Ru4*2JC#ooF900-bDhS}{Lyoa-^4)GqGbIDG+7t_DbJiJp!S zR_`Xmz#*!EJ#>us?5&=%P}pd)4>Z}y)$#b3aF-39`9iD9t6ZII;mIZ6ljcvgtAkxT z-{vx1sIJAy-36{y=$-xEoZheM5v50koroJXu8%Y z3FhB7bn>0h@1bjy1#trQwK5Rj#4OK3qCSiK=GR@!SBd!y3H4ii!dWSyWn0eJqB15c zJOfALegm8DhsiWks0M8Rfh>N72l`~bD>K5RU=0NL@}1lv zJs9dizq%i!VdIx@_ki@N1Qz`|N`LZ1T4aw>D%4j~h70RgQzR{;#b4@U@;wjAXml=b zY!AcBR63mAk@3Ikg2`m~^+e@=c2b4p_v$ehrhQ-NzDys|pEspXZ8lWYpOq^qN` zwX->T<+&7fLuXe(>mG~ z#ot}(dJ_?BS^^d~&&wFmQ%A}&h_>x)Z1ZkP#m5RivD-p9Smoj_!CD3WWM56yZMTI5$n9* z+y%iq-s$pJA-)9h=P(g37nruj)C)|yP-qPE{jVXd(%DFKek6j0 zw6^s`VEVw5QmdN&H!*IM@xLYGD5nx(Kes4t5$^O#6S1d5WIPk%SrC^zr1Ot`gk?qa z8d`5Mx26;taBlPhXQT_9BBAs)QGG2I7Ja?0xAe78IQSP>S#MvTlHgJ*GUUeIVn}b( z?E??HCkkrt%5X?~qM$I9mz08*2#Y+f|NmY=2Z;YQ3VJ50pWKU(yi0-Hq{ecC_=g5 zLXnhv0ANblY+>?9EffuN;L&gg9`QvZzD9!!M!3(V2Q*$q^`>Nv=&ip*@w%GgwVwkY z{K9^%is}blo8oI&cJQd~^bwA0Q0Ced-SdO*Xn9#r-#B3a34Ff~Js&sJC14(UHg9;( zLn3mM>q~OcGtgJbJRQqA=|DzzD|~rygEdHKa@U{3X$`u<@txu3r4v@K zo>aQLv9q+bt*f-DrM)>UzXldwQrcJ=Eui-FuP$u~cP(#QLh8b&k6b0>6E>S@Jzgaw zY%--1Z?p;pYmBXfP(a z)M)3<-~beryaX75OPDwa%@)>ec1}l;WS#;MdlU(m@Do_hLx_yh*G&5pl*;m&WKFLssF7xN)^s{!}7*wJSPm+j6QVU+Vnuf(=lYOlBT{ z(&7W%?#*Fus;?;Vf&IXa*+;JGr<)^PSIw@8Msux<2_WXr>zMb0T_LDea#3AJq)jh&ePm~P*W9G zMHfsde~wO^CWH5$JhGO|K_5&+;Iz!KPhmtdfw+~s-8)Srgo+sbJJg@8p^-aA>P(ed zBEj}uw)$6<(~yqjtr&V6in+y$_0E>ZG z^xinQc)Q{E8o%duP`v!%YHvk9kgKfU8sH`3K_YYqe``;&atnV|N0z-|o)9 z-L8DhhIMwDKbaALr^-=N@GQ1@*ayz@=M}80>^KYcRd-YQ_fo6j#erCq>-3c=@wccV zNh=BIGO2#KgVuKwYdM3|Gj(Yn8oHFGgac^gzO}3x$?3(-&(u(B5f^ako7wUEI}g*j zx`Et^f#2(cDQ*nS$u<|4g$emzT$--QH^=V^Wjh`{E)0$+(@yM)^OhpTy!!rI1{DtMF$KXLeI_CFBeqExet{m;Uxng)8j+)WrH#Vxv zoJI;r&p-7Gsm#W+E-H2k1YGvhBM2A8kCsVR2Ro{d?9FeZw-;5m^B!M_>?BUW!K=DH zO9jTKi5zmMTdVqQ;`&uuOh#V9maXH^g4pi?H=&K+#W=&fe09%KJ23Rm2E6fcWvIJQ zP#s+vq$S7FHw{o4YRycux8oiZ{rkzg%E8|_aH&K9)7KJ=De#!@uF7+M!1^i2N#ppG z0B#n`<&UHd?)@R-+H{Rb;_VuN52|mOW2@gwDXn?xIWvoDi@z7V2xfACIe^xAcqnbVUM0O+9LPSevHAD=6Q$}q03OAtkNH=+k z8}@$W-2Ewca7^}A<6wr&xC$R&_WNbn895E)DT(%|XF^N4V@i#}{t|^asx1kIi3obw zJS@#wofQVtM}4Qdj{ZTJp!@pi8i^`!`Q2ZG#y-KSKfgXTKZp1QT4PzliGec-D@fI8 zQ2_FSyZ9s+%S-bl8$YZwk8OnizW3Kwx?qnLuOj1Cl$HCnlCjbvg!TAWd2EdTaeZ}` z#AvFnz)qlTFoB~*t3HA{XMJ(CqirhKVZO)q{SS1kvot+h5&*2|-6$P={(9xFI{x~= z0U`R!c64^cJLbqVI+d;@ibC;qK-zy&+rXdSV!T7LPik{u?;X^l7Kfvuf3zJWtfq>+45xF^dpl}EN&j`O1o zVl!xx0eb6<+#ZkZgFpM6hBjJ{TIlSJ@V~P0tbNI)2ZidVz^v?Hu2jz2c?qFe6IPMJ zVjV?ir$afzkzuzpJAq8fkcr8(@e5S35QC|rVPfH`O_Q0w%tTZD$FmQhH8}{D7?+H{ z{tBVKd~0%|OzpG2-se@Vmg0||_6~$ia$ADKmPekgbuvJ&loa{u=%=&fU9BfCn{|-m zm3a3Umye{5{l;5-Zi+`hv7%wsocyg(mf(?mCdiA-B$Xc)K2@aOD=s!_5!3dG6@|m$ z1axNm4c!x5x*Bs4yrxVJq2I}_Hsx(0MT+2`0wRTKQ~!=}vNQkX?N}2+UCW~~0`bHZ zwl>K?Lm#P=y13NHskChIN;jFXBCs>=Kf#cp zJX2vqV-Qd%3E$Xq| z!^M(B+_D*^o4Od5-@A%P2p?|a8dd(u>((5^A7m3b$Lyp@c@De;*u90uRH^Z!fIi0P zzT~0#QxM!SR6Ud%UAS%Y=)>&zttaeTqkX5&87DY>DAXPZ({6b5pk}cai#E+{8m5m| zvEwfQw!jw6kYOH9T}d`6_F6S3xV|xt>o$xYRJH3VXI9-aHpxputd)uf#m+)nrobuu z0&D{=dROI-k6Oovpf)T8mI&Gkw~~I02{=OGZ2fHfKv)f7j|((5r}r+v-3Cy6jBo9u zx5_OZBO>E^!}vOTU`}?$(o~;^A0tbyZ`Om=S~ochWrK(ih2j2997n^hLxbr+h^rRh zl7FPsZ_(r2V%N2fyaR5z*|2@y0WzN%wPT#;lzu2lU`p5hZj=Xxb}q zO3390f>phFr@-B;JM;<1MN_-(PoN?DMY*5iF7v?A050uvO`(f!kBul?k(zZ=8U#sl z5bU4APh9P@$^0y?tE^{{y_**)+(Bj0ol2Vk@ z-6Pp8e&$&DZLeRSmAcvOV!&S+aC#OISyAPAnlTr1E!a0|yItDsw!FSk{Y8qSKPfZR zIEUyZlbGxm@BVzw4EgzC2<(Y*yD!J%$S#hU@3|`VdV4)u&ec+v>Z!#D=T@T`nP&>M zanL$eq4kd)ReuXoXW?7yJ{yg!CvgD+RC>~0X4!vh62!K@L72n1Is0yHd&8BIf2LP( znq#e9Og1)DA1FH65**toG08*;W}ud7;pCjzp~axqrx7B zQnljVNx%dE>(b6B(cA*=;gLYu^!yaYxCk?cbcnJ^h?LW!;`Cc>e%1p$RDp`;&Vr|v zOw1C+eW5;T+i(HSWDj+ui0w?AF8XZvn!$4>5)&tIjN$&jhh}G?QO~ZDdpq)i)NAT{ zf<~%(4{uyIt%^j+8xCK96ox@b{M(rDrDAi^4G(8#jbTBJ5hZ#u-7573nal+-!)j+> z*qy>MwQZ$^!7__LU;_PY1jNDzv-eqCm~g8`)OG+BCKrO36Ik?gQqRLi|LF}V;7D8M zb=z_s?-)XOCv=nDt2*q=9S<+KK^ykfSO#U+YxvoqqKnJU#Io2zw-H@AHhGZ|z}@rxTbUr!j& zoOWA;mk$?x-Y_w$I-Q9%x@DmQHT`ES9thOcOie7vsC#%)AB)EDbHRee2x`}HxiAnO zU^`0pYAHFD3j4xD`x1A_7WJUFIl-1B=1&y(4|3F8&Ak_mn{3@&HF&*eWUmUOKVntI zVs;0!-|9f=+clx|NsT@8z1(iNuk=6f=b*TkGJdMCey`4wh$t_u@h=6;Ia^9QX4hso z7dzhqaW0HD6X@Po{o!;(;Sxj=U``wv2BHhiLob{Io0$MC2Jy7d;14*%!XJ_}5Ktsi z)f6QSU*axoY;agDon>89gsFwJRkZ#d^x79zJtew1Q`1|ko~jgm<{F9&O!xq7KCl1s zkA46hvOzjsG~-9ANx{Q@2?P+HZ>;^W4*?u@%iK1^6gt_Zp2auT7h>KY-Zcr$G*A<) zyCE!W5Iv8Rr(g(^zC>LT4JiUho3hd(nFpM{9MY-M2g|B_(N%d=qUqFbofTWk3y=e{ zbHh3`k_q3Y@4h@^KWuEDAJBX~IgI6DM(_T{GyL9j{oh_DL=M zM}(99*Umf3{b#*!Y4=b=IMdgo*P?5nyvu1r0EBp!^A1 zm?;B1kautQ!y})_kC>F=P{~%Tb+37=Nwm&E{~U;wIMbWEHuOp0OAw=zQ+-lJ_*Q7H z->?-A*(PR~kA*PhW;d_p3A*@1N7_S(8sdbUtdw;>huPTBU1|BBfrT~t2LB}_udRM| z04_G+)Jta7^Sp(x^GamW*Ux0h9&r6i;#| zu5dvkoI(FAO;B8cgho`XE`#2k46SBjcO)}_c_e^25uuLW-emx$YcV7=-qO4&e`v_< zb-p{tJ?42x1Y_tx`dibf24`lZX}p+)aQNjK5ys!ExHHB+MOB+;6Hc$O^Ey!vU0)h_ zpn%imJ)pUq4^u<(C}Jz*nCEXx&ergbC=rGw7v%duS63x$t50kgK+kYpkOyox6DAu6 z!fJBhBUq4kBCSm2UvA6*FSNR!b?xBAzYo}b<>1S2(qREwTnC;tADz2RZL z+-TUv=PR-5{qj;lN#f=E)y4*oT-h2(6=UqQ{tGinqxCr=7e^Bwv*(b96?*@nF-WZl zd6!4=A4U@F-0Z<}{iQzgNc_8#a0^|7V}rD|;7yfFMT~E^0iz5n4h_eY#-%xGP&hy4 zpYteTHKLz}J&K|x@f8Y2yEoIvFKwvrPk?37vvcXFOgzUMUrfq!D~Uc*PP?iIKpBzY4D`45@r&K-9Ws82Ph8LczGfc#we`n++ruxZMm+o&?X5dSDb!Hrm&#%!*H;di{fmK1Lsxg7l|8q zY%3BB7k>|gOwZa(yTs1tEAPh3uKS5TW1jPH*Khm_4BoWvB_si9<uh|64Id!fJMa z_x@{uIp5PDUR2;OG}sEila1)@87lnAL9pQT^Fy7;ONwwBby9mea}wwqcsZwSGlGKX7u1vm}RvhyNtmKtH5VEDY?DvX;sspMxn8N?o4SDlpniuf{$4EAmC&BU3!dwK;oBy$ZWvO?czIrnWb})+?O+-1=*tR2K-sk6 z(HHEE-YxzeG1k!k>E6ul$;0Tv*{;DJl(ez`qfqP`lV9QNUJ zfUmxFqOj`ZnOHDCOHzJKPdfoCYf=ADDaI`nfa>`< zm7Q)8_DAq*e+8S6NO4fvePaK|Nh(O$B=?#Re)0L*XZxtkKh4G%Br9sb+MWBr-IUyI zYA9+LaO^73L7W@!PZ4TT+ZGYd1|A8wW|Q6{5iY+Hf2LBp=xV~5Sl?La@12v2kM;A{ zXqDEX^%VcnmCE;CBTXO0hV`J5n1OY?ucRD>+9{;l>MDh?`0K4iMU3Y@S<_I*;Jv^N zxajKjt+u`3>m|`i`YcDFHJ-faUUADf(-uig?!-lW3$O`X+Y)R9dF;CGd$CpdP5Ho0?mG)ehZdc^Uq zl-p-=-R3Le$>&R!>dgh;)W8cx&bBRJ*Ut@Ld*lZ2A4k7n90Y0j!6Xl)nK%(l6HnT& zIkHj*jADLOwQR>($AW)jMhHTkmD}U{b53X9P$piCa$4Wqi(sMmuB> zZyN|^YQ%!Xa&Hyp#NIJ9a(sK!+yaKr=2Dm4nXrUMjEbdfhIm!^_-EKHH?~0~3$^KQ#V%pD za=$5UA?7|@_OQW~vRX}{3dj;TB|co6(hL#= zN86$0@@c3NuE;Brao!CPRrykJHbMfSr}Ak>SWHGjiCC4VkBLIs?l3Xx_Ml&p%Vw=B zG*NC}s=hqz>am}VC)l-2xh)Yyka%bC;TY6dg%p*U)Eyq$NQ0rxeueN+Vr37y>pTWC zCWQkD5t~tNO$DUy(LODp&VC0?;d&ubvzRTOlg`EVR3Gd1L(7o*vIu>3dq?efZ#swE zF4p8VWzzR{5Ju8+OJ#2hStM4B{tCZv6OwevZJ5iM1{;fvm|d=Q4e6R-sS05H=YAXo zyxR)8P(0V50bLX3)2<4ij z9H;y})0`uUr&z7Jof_m127LNW$L_9$=w0wJg`H?M3CmWUrmB9x+kL$zZ*z)7N_V0S z{h3SS>@|zO?8p@;8}ekyYJe+-D>^vl!j;SuWBX%JMs~NAnrz|2(eIkoam*Mgpz=X4 zJ=-xHisPh*qW07fdTR&Pr@?8$D^dLVsGDN0SNgr~x9Oqr&_o-(dUw~5Zn9U=o}Fhl7T##;ZAvB&S)b^;T@JCdT>!W;HMOE8B_cp z)|F&dg=#^9Zq!D>l$znyB@;ghab7~*n^})GQV#|eT`9ZM!UBm?$tcj=28Hc4w6ezB z-#{7cX275Nj#?S*V`bzXRxstQ=c8w2Uxy7w{@P`yorN-a8y{T+6p(MRUkvbfr7MhF z7AXgGAZ{#RR$OP4QQNBrRPuWP+`5FuLHrv)52sz@SqCawpUS${*|iOl*cNX*%wa_5 z-b`sH{}ztk=j9Pa5NS)%?{qV587 zCxk=dteG}N4Rk7Fi7>1BQLhzU{8lvDPP@5Q3ezO6EST&Y5Mm)tOLs=9;XPI>m8Gzd zl^}MVC?X8-W(Fq)L8N zzN>NHz4m`C(%aPmM)G2W^DxiHX>Tl%>ruj{ZS2*#+^CFuhsnG*@2E+hQW=sO!zytg z$pDKVnT~!tKSlXR+u*jBXt>g?e$5WyL45uNT5`;FPMg2_`{oCPYG63MU{Xhiq7!iI zwxBmfr76Q1^CeN|hQgT|awp|ASyMw;YWR(ZjMe?dqI z_fS|Fn#E#om!UOE(}uavBREW2Njg}ho?k>d(KHP9-<^yszXi-URrU>?H(WSs>1*3) zDEhiK(XTG!8>!0-Z_XgOn`UxYaKin{%(OSMKCUDsA*^?IL$NgXVrYHBolA9lp49NK zo}s)(bT#ex)vPt|T-+(Psn{5j$41IncE=m+?2zBH*t=T5fvoB*q>K9OsVLB0>7iR#}Bsge^Y&svw3oT5drblp>8* zx#KS|n4qnCn^1=^rzw$@-OUe251r*$S!mEkd~hG=C9oA=vf*#qggbGgc6Y|Q#E$td z8^z3w%Wb_qWw`N;)1R+0+Ur{lDR*ZToPLEP{=EtDt2yCBNHhIPUH=B4ftZb(Vy%ednfuP}dV8b+0c;SAZ;){}b&XC?5{u>w5V|0J)(AFu19 zxUPw!dioBs*pM;LGNL0&rsL%8#Ub{zN{CNjO8S?WroiXmF=nBqYP+6dINe*mkYT!` z&-94K$!_VDMD&3Lb46ji7)GMMyU;2(LM^QChRFzt$iFg_nFfj(17m z+!l%{GT*y5Tb6E(3iT(8ifirPtAWk`>mS=T(!gY`UcbT#-(@JeP zz?8R%IMZ{hOW{kQP;Y2zuGNfhXc-MpvxpoaT<85;ltBtm{h=D{v=Aj}_k^5dWT6c3 znbOg%(BUWLV)R+n(=;}%%v)M3CwE}cYqwz(^$)_@=uX&7{#XU~&G1xy7xnit#4HV_ zup7m*Z4(4ojo*T(dELq+h$RcTN0D>C=A2#<0IA6apZj8Z=nX=j=B;}d;ibX=UxyR0_q5jPb!Ics*Bp)ZeG)+dc4|uOWS+ILh2j z-nZYx@idV};^u=-l^7ZtjTiIu-UYOR_>KHKeRculq)X@=>PnSR7>*kTMMlW6pU@L@ z|Aa-`h|jCORlRZr>GbD0&%LCq59*)&BnB&d_aQ zHn3!4X3h~Ip9l#n8Zut7Yw8a(b?Bgxy6ii%zB*4|mj9!w+j3(C{7Cl&C7#acwTropWb3 z5NekrZa?#sbWrKbq!LeCCaO0bbk~+LW|A)EfjWcR3k2JgEM=G&9D}OPz%(1-xKoRm zQ?EuKrmg|FL^XYF8cX>wKOg7$aVH&obpxL+m(hsbk6?Rs?*Z1~?ZIA-0Y5=9$mPg| zB$m;=#_9Zeg@vS+S>;v`E*9~xsg0z1?w z)e{Dj;WxzvQKPjVHvi-Af+!jM?7n-d zL;nVp5o*0IQeN>&b-=?k5+oF1T#+GrFH@@`#hao*5@&PSH#Hh7*7bSbK=Kd1SS*cj z!-oVDz^npl6+w&+HrVxUn97hYq0nw2yv_3Yk+0&*rZ7dAn`9t(Ym8D?)a{jxAjSdI zd^W`nGFo(Ue!YoKq5O2PsEUsJk(cSg=#<(UQ@bD0aIX092sb0FAtSCAW^G0J5*YAo+oyGLyd`ZjLod{%J0T_c)9w`N)GC=8hO3XJ6{g zRXzue`qWIW^*!oTJi;?9a*jiOfL?q6L44q^&$>Qxxw?_MYJqZ-0RU%Q(~I%44X~-8 zGp$k;OqpUB!iSHExHFr z>}S?Hzg9;!68}{Y=tKIHENbfy)7J1`%MQ6V>W?|HRx*@0oaG6t9h@_I=+>u<7|7Q~ znV!!QXFfdI1KSe7Vm7CcbMJ~dMmW8YK(NcJoM(z>YtBWGGUAxYt#Uk zN_sO{+Tdk%IF2(^k@B+CmfhZ}2tOO|x3mW+D@AZ>HF;2RmC|gNJxU4txACscIKW(0 z#;KVbQTFMY4kVy}_2Gvc9PEMVHU&1{W2(`{^=${`L3w*cCvR>+*iKka&DkmN$6aZmOg}` z-d_V;Tn*MekeOX{7(HB>?vHV@vD4QsUjNI>_5)P#aZcaCQ_;>k9oFg&(QHgie6-S)Dp{0JG*Bs8$_k!xCZ$u-nJWFF7B zs9*)T)2r|Eq0BO0JF=`kwq!f)AK#_8L5ZU(ZHBJCzU{^f*Nu~x@r#^kS^rVhn}~7t z;u*^@8lUm}nJBtOpWRluvumX@!?AhDQ+~*Gb~ny`NaMljnURP-r@nD@u?6o2sQCIG zQenv1X{HT6E|_4~LN^z#)dkn{GM2e}@SoTg_dF?^r;F-0>59Qeq_yC-MY+VFQHCZW zI2ZT)LP%Gfw)6wqy?Gf86ss5w2(yrBSLTB<_pFYXSsjI$43^12hV%7pb!O^^f6gkt z6;YlZr2;+Pi(Xn<>hc{Bo~Ro@JvB>Xkp6L}V$GRCdPvOlnaW`-5rstQ*}^A}Fm1)y zy!QN4Dv=N)DUG7)>^3(E73P=nZ_{632=nVptBZM$W|9=t#!P=m5z}sDJsYepuA-MM z8q&?ec&fO~TL94fpo*Yve^^@!Bx_X&2xcG66TUH(ckQ}krd=AxmZL22N6D)wxOv+x z1%Kc2%5%!6+gXBRiwSamj5_eTZurhHbmpSHd0cvi0X`Tg6I2%;>>B+=gU<}FJrH0rQvwt^3rzVxQkoeL~4+*q* zG&X{LNryP#+M*VL&Oc5JcBw;iZXmn7>aOFPjvM)QA%z?_iRiyBN@+RL^vUhufwAI)mP`y|FrdvDiT=qxjXvH-(IyKSP(ZA~V(BLr8;w z7?4}wg#gL+Yp9@27-QFtYn<8>&GtjPc|*lDA5WD%PespDbnZzZIWjS@3I48ubLT_T zWN{EcOUELZn&wWU?&eGakNNC;eUu3b`&73x#7Q!vO3*_o0t!4qu&?bk0$fvF8rkSX#^2`Ve|}@2@60mIJh|>AEd1(80CSRO~GuW!khG6s#%`GsbPOs#Z4j z#@&h>Mji*1@#gpjecOLXvQPh^88n5d52J;pd`x;`dp7tVvh6Mg%hoYUDbXW!S&6J; zmgq8!3HfK-J%XOm^fkB)pylx;iA=48(88ZH5Z51P2mX_=8M`i$yF z!x^#%w$TsqL>trZKLFAa_g^n!7IGYrh;U>0zSaeLx9dmYqAm@d2VcaL4T_wVZdd)h zn7KTRn{J<6r487el`dBjVbAaTZnRK@v_M3NMvRlFcsPiD)Fi!DiYK~BfTgZB7;0nE zIa55o$Jy}|R=yUamH6*i6fLLq^ED}p26snk74$=jQYOZPz{M(dPV0}wyDWMKGW)p{ z@4cTouOI2^Oau8Qyv{kIrk7@tvy|Iy&6{oUrwA95d9mLn@T*TF1{<{__*!wvZ@Q<| zI4~Tzf5)V%b>3A?!2^YABQSD(oKZ~!9B1F*I^b}+Hp9s-M((>S_~Yf$J1z%KWHam& z*gEg=jmihbzqsmUfG3UwdK!%NuHf{y+Bt-mYP2LDXvsn|Su4n5qJWXTH|-Mk)5R?f z|1DluI5H-5&Jr&BKRiyRnfVcrT<~DOZGE`Z&3b>q?A6goEWA81Gl5{)k786w*ri5i zcFwb%7aIC05A(&et92Mrk|~rE8P13|Xn}Tn4$jLRA55$OcV$Y1@|SK9GR}mYFW=>2 zE=ME__Cm&$UnGO;=bHFNz~K9CC(yj*w3i0sMPSiLgj8Xmti)GIWpS=aE%s55GMH8< zE@FU%ky{h1tP@Pda7d_FL#qaxrOv1rF&LZSxhK3lx zrRc+&(xap`pu%;C_0pT9OHr3GKsb?!jJI)Of+oknTP^`U>i)x%IBAnu-nu0!57^jMN-6+b7>v4oQ z(W5+IUe8PDD1yIYRWQJA3~?{?qAVmj6UNfzvjn?9y4OfTka zilp{0J5U;ceXumSOzL=K`QhZUd{LiM5%I`WR|1VH-Ez&`u? zI(eXf#DLD->Auf-pdV=;9{G^67;xJfgM{%flCoc&@<3nzefQ$+VnQO~<>NepG}9+7 zp$^YVq?gO57sqLb?DNF|KX^CNdp8mu%@e1~dR%Bw#b)&`qa5T6508bqw2C)prz=_H z7*bD=d5wqdgD$d=EUl%M*5sE&!dgsa_R;~~cLdek8~RM?Bd|t!oEGffv`BjDdo?pq zd=sF!5AAF<^470+U}VempD*=nJKj-BOBLBeo#ww4OBvWQE4f^S;Xz?Gm`048Qy629 zr+=#C7iZ$82Rn|EhXn=A8ofu}gqt<380;)m{vWsB15+ANkMxHuHVdFNwPHz|zC^-+ zh?i37vTPk%^z775%l!bl!O!Qy{wpoB^g{cc@hvgKGi ziNMjp26iEf#`a2Z#+%qvjDBy#UZWB2R^U2DVCxh2>U;R6>1YMQ;pG_1NkUxHt^WD# z1vxo~SnC4qp4zXK*E+r%{!WRBiG*{bjq0`zIJCb#90m~^hWq^p z9BC6JWiTCfk4DbG-xjM_b(<0Uun>-3zZ2WeXOYI6ZA=Q+-|KaB*^HG-3YdUYywBrX zUP=AkuA#i`DG(bYJF}RyKV$#8U9J;JJ80J~{gbwNhJQ|&3;WmcX6NpV)^8&X{OWA% z$uyjVTy91sQ@k$Vs-)PKA;duCh4?`a)yG0xB%a6a6mLbVQPGC}MvnV~G3!N?ui^#x zLASOsX{7cs_5EX{_GCn)P()IX32SY_WLIgDW1?Gwpg1?PCxMsARR7SH$lBf;zEnLnKNx;^J!NyB@s zHjen|CLl9A`_zdTCQQMCgSRAnat9x_DF=FLLX{QgLL<6-Q7y&K5QjrO_Ks8QMxP6* zACGOP)%v1^S2xV_H)%qTh5hn?KKTXKL$1{LCA||bRn$OIQwQu7z01o7NGyf1Izi9< zDNYH;8@=TU+I`NiwG!;@ne&66vHP%h*dFI=J{%q+G6w#C8$pBot(LTNSLm%n8px%> z4~bh2?Q=cQ@1)saQ}mr@%4<_X^Y4oNGq}AxB4J+YO*WFJWr@z)N_Hp2hf&{Ft#e?< z?!uud?^>QG3Vm%RZ^V=xYYWloJQA*Hq_yLj)fo2?51@aSesH1<@9Nq&n9?1^g7yXO z`vi<>U{}fKUWzIbw5I7FuS$9SKlR~GuaO-dibo|SX+`c0v#1<@Y7CNQGx}qJHa=V) zWSSAN=i+5s0J2EGy zk>mGob!k-DVx;|377UcXJ8k}xk=x$Sa7TSFmBNn3m=m^MTExBde(N11|IJqHcWokU z`?UL~b`Ej(KI=y8CO3E9&w{id-*wUWJ~SgfOU5%?y|Rl}ZSo=@0V`c_20MNBjDl_+@*KFUEe8ROKhC`Ie}D7};wl%+H>12y zPr;c0r&mmB3^)pX+CY?r*a2uG?*-5?VVOaq!#+{6gU)BwM@Xu$Js>fu%ud$p%w*R6 z!*r*Ja1rTk=;f;l%9V2w-qjayrq$*n9JpwK#jD#|hGTGUWJmksF#>;wA&g3!2R(eQ z+o;7Mw}sGq%aO^}N|t6)o?NdO!O!xM4qI~F$ zvECIixRWYn)DUEx7@F>iihOzgeum92#`Se>?l3WU0X)t)@^7pUYKhwxEyB4)@{Wo?PzY95KF5zcM za%nZ$PJSmRd>jZmjnj@Rr*H(adl|sSV#0EOHOF=$dRjAMR6n`I$d9K>n6LQ^+qAKLK6rbB9n{W_MLEK2O z^ka>B$K$iC*IPvt)bRPf`hnhKN0vA?fL}e9Brg1}Kc+uLC04j#AizRcm47=9&Zuoa zjBx!J1#hY6y05O-PrHfB!RmV^`_tR82Ys>7D;&++Z>-~s_uqFNAc^Tf7&{VevrDP_+tv>a^Zu(au&>L}Mz309e z<%+G5@L{h8=Tj%}`1WI^-}hetdvV7>G*eqUJc=KfHC&V3pVk9sBa)>%W+WQW-}mp$ zp>K4H-Iv@K9>_zhzSwL2HQiS#$)_{KXGb8%NEHHKm%rwY9YJGoQ!H|AP1B5#I@)@o zwV^J>MM078oX#o_{(2r7YoIDp3SrNAM;sreP94H5{pGtFGe!WP$Ikq{o$A~V>r_)K zymf54JjFFLQ(_5@i6yf~DWaz5_lX))BF8MMG}5L4>ZeVEA1~3@bc3;+ZIo!jx^TiI zfXAKlAABzf{K{}mmO%pq7pzELi4rQ=k{G&l#viw4IZTnlTGoD(3@<`xAh|s|+VEaq z(ifH{sYbfCkj0WFd#HZ}dSy||3Ez*s7smVf5FhD8up0pwT5`udDV}sxmsZeCx90K% z<`N;OjC)nztp+%Rn(PO0Xk|T)#YYJbYPJjZd*$D|9xfn3NN)nokA(b}$rv1a7u3pm zYK6k(wTGLWEEB5_ZZUzuEN?%C#xS9hEH7z2BGM?6scZj_Nr6`A(*gg2OWh;)5QD=qTHZPWSG*owG%K$Jv8-aw!Vb^oiOsBoH$aF-Id z;205cYYPW$2Pq^_u$F#gv4$zDb??AkgGoB0XlL`yt3yYd3xM}V3M|$X7d)0YCQ1<} z_b13GX`2l902-ka=D5*!S$_TKv;I4KaOePpK{>m4q7GJmmi5YKI(+l9FmuAGS@^Cz z_teF)HN$5V5rH*OI;?tH4#~@y{}NF%ozRu4QvML+*&gip$IFuF;bncrYs!XxFSUO~ zJZdIhkqH`xvLN?v%PxhgTsUQ*7PUH&pchFUxDk=rwsvi1KULY}M6PLuz2OccMVt-! z$$i?0?9r~6m3Rk9S$bA^welctGC?2iQfGsiRVw=sv8<-{LEv@X=3&NoJQw zKE=r_A5^U$N;(82tlj8H(vIWaS=V*TvuQvSqTEInK-cq3{7vlNfYx&wK9JszLcCT? znNg(Nyass0))ge@O7^79RJUBIY&r2w3BaT74>`DGWkp3!SqGP;j`&$kQ>0|t=6&yY zbzh>FLiR^IO!l0ay@Pl);;%9%#NjgA;lBN_zRs^|5*qDX0>paZ&68k*(RIm8?NS4Y zADd3WY(#fU93ari$*SIX2D2r~&F--NN7iBNfd#kkbc+G=4{;qx0V9mp3b+ifW85`7I>8k@lxX*6WA`u@9V4RlOwB;n_vw|K`<%sYYH^&7=b5+5U z{IJ&;jCpu)YYxDlpt zN_}?>tYyEhkaYuhHZ#t|Ps2Yd49wy%IFAfV`I!Mi-XzN_f|)IDO!8-lqe#R`xW(;l z#>3ob7C%_VuYl|}X1?Qud&HaHiqx@+gxS5#9s|H{>d*v!ryXPytl*H;Cv!ihuAZq) zr|Lsb)aAuIWq0{|1tWkV`>)0m%UVBt$B1R-JCAAL%veCn)IiF>*4ab;h$Y{Mx%?T( zwcwbYfsjK$Ss*86!yoa@|$YyNDpHDY{@5fii%;o8=Lz1{e%^ZW`}Fe{sYundS=h#!{8$w$76d$#mFx0t*OZ@bxu!@}rP-Iy^mQ{1U>y)nQZc85re>H9=aYy0ncCjY8+s=+hW1Qt+|^W&jfZ|97D zmFa)Okt$7CfuDZ%)!>_(&Hw=IEf|JISwqs{nRuRmF1DljA(G#-%Qcn5H0m(r%bZ95 z$yD+aFC$UzU(F&rb-j`EAG%RoaJdKkt~z?5q74{^#tOzddFtdpSTzPjYDZ6bm$SwOPekk% zQsEU*-NaJ*R8iQDc9t|jr3s*OBtR8)9wMvk$EI+ScJw@&;59V(F!w^%ucd|1*!KIN z#6QE!5q5?0a4r9SAG9c_eDrV!;oH$M%CpPhArYClrBRRmJ0am@`4~Ru?j9WptC{p0 z+3dq-ozK{KSf)cmbNy{H9los-t`ny`Gl?emzR+`_w}9R3l9v14{ZRciH^?D%PR?O9 zY%~UW0D_?C(k%CZ-2Bw7&{He+R1agitl$eBx@w!?l-?@U}sx0=@XTlV>}!;zyq1hlrS+o#?wD?QMd=DyK0 z)b%YAyB?;XeWVx^6J?F9^fLQ87TBwP=NLVRr1qDRKe=ByAAT~iG8M|~BLJvUfc*Oj zsPeI>>52cEufYx){^KZC@$t3pzyzwLyem4!@v2#3%b&0f70S&ix}v9Gml!{4YnFdQ zR4R!nd`Xag#P*pZ^szjm$+kWF7UMiEbZq{^!#si1us-&!;e3Ib+mdaSRIQKVqkuF5Q#jBl_HI?wL+zeG{e;L^#Q678$ zB8_XP;!T@xB0~Vp@V7sXklQQveWOE4|;p;?=pW?5i~qX2=M;WC!=0|-j! zYk6M3%G|}wqQJvLvAsc2&i9x7Kt;u~t6Cniudf6n)L;28*iw4R^5fk#t%^W_JbmlM zsnX9x#}EFGvhE%238vN*|G?ufo^2Dm>6u{sR;$l{)g#UU+YQNC7ZjH?CGk;n=hc6y<{Efzx^AKz*WwC8=Q z%~LnFMZONFcW8)JQOYryTXSqsb^iXI9We8AM|q?9`6#v1^r#d&`CR$9cap-w(CY!R%_17tM zO^W_TU@j-H>ZW?5RBz~<9xA&|KiXQF1g)OgF_bLM{hH=@UQzNr;tA=?8T?Bbe>v%! z>dUCCm2Xuxpio4-XoPOQ^H0p^`qHopx{$%ME8+9={~_!?qnh}_f6m= zfC3U}(uqj>Ax%&~q(r0%D7`}xdJySIl_E`gRiqPo?;RDQms0&evGn|WE^s2-^5$Hl2-ND7m?rHsEJLgpVugO_&`$+ zrY8q^N#1sRnxNdFOj>Kp*J*GbKeMP#I2}OHGt2~Cr{W+p@u&WR3!_Vn3?S9JbqOO6 zaqHjq7nWtmT&hN1-1r?yxVMcCg6k#EVV}sOp6&o@h55e9qpP{F+1fuA zFNN3ct+}&9uep5dTwlMth14{8Yxw?d$xz*Gq(%;O>n4Q%F~7p2sRzkr#l~9(PJ$g_ ze31jRzvlufvR#}+Y<+clrpNP2PmJ!(sNNP54=F~9q@Vcc+R#&ab%lS+JE{^hwPKU6 zMQN27E?5E1^%A^FDt&d774#LO`=`xnCIphBB@mxXmsYp-V5@QrZgtkmN=2Vf>de1% zVb}Dh_kY3E;nn$n<2c||D3LT+MX34^U_b z-thI~`0F_1m>Y@M68kT>7Ls90R>$k{NpV1{fx+(_G88z-bNKA0&{fVhA%5q zF4$WwVkWXod25a@L;6m9m66PUZqaArdPj`Tg!uC}qgu&HC65AjUmZu5@v#0$`AMkC zIs}B?26ND#qA!L2`R>|{AMt8~;F7jp_NqPF^b)MPKCdR#XKUGO9)I95^Z*IAK*ACv zoHp_UzM8AbcQkMEz$r7gNC%$8L1HXXtN6KSaFKIrOUDH-`fNmFw*IzM8v$DuoRm})yV z5^S2aRNRG6ANTPK!1}&%`4oYa%xcG*u6ZoZ1!KlynDeC0k>lDyA!;v@S}z zrCUltzOipEHeB1cY^6WCMQ}3~a>x1>#ijhZXz!==!=5~8CMSc7-KE^#`eRITcI-}g zcAYhy{ehsZ86uJ(!Mx2_Z>#-KVE^m0wbM{9s?sq`-~hQN!wN3$%`k%;T2#jZ4f{y^ z{!fjF6r$Qp@5$ThQ~;WFwaDa@Z)mlLKO>!zBd7GLxOFNC&(*Lmo@VDl^*7|fXggWd z8389VH_x>UZu%Zsm z=I>FktuEJ4k-u4P)0Z@=2WQorCuM3O2T5~upBj7rO(ZoA2R*Xz%GJtgx%u_a*ZBYJ zK>E-uf+sAu104qdW=HjskP2OVF0vvMvqMtNV5&As}|amLBh+cJTi%zB9l->Yt)PssYa*cMKl z*K5A{`O9Y6OZ-`}?${k_l$fUd-5B+xT}@3dN;- zb~p4j#q>i|-EQcoaTGijK))kDeg}8ElKfea-9T3?(?a&F!+kzRd8O<79W1Z4H6O!? zU99dsgmqTb-R9hvP+afLl&L3A`s-z@o0q~iC0PXuvZCEGe!cE=2(;T`dvy4jnrd@Z zzrPMl7LZB%_{HWPC6Nkr&mHuB@penpj$eGJsD~lGVBB!;+pChY62X;!@R|g&MA>iq z+ZB^Hgn425(P6(w4Mg1NstQ40k{52h4)b^*N4>9{7C;pycXUU%eYbQOpeSxdcC#fL z>G}zwC-E1vnqZ2(p0mgwesE4Te~(3$QT(7~6@Nr(B?kR(POT9%yq<%uCtVS#K3&iw zq?3(r^u)a>d3EFRR_a1lf-`z0X}DigE>LZtFU!qP4DxM~rZs|B3UC6uYnB#dr9!b} zT)mT1G`t0muFE(usM`7Z+WC{xw4~TW3w92mmB80$C6SHxCup0pNAtGR0z5t=WW16{+U+m5`JrXT~i|R4Vbm#ZTAfHhW}cBu2ru-wuJwa_Vz_ASvI`)Xf)~F_5RHkTIz9EZ^B-0 z`=!2KNukx4%=b4qcG1bVa#E8@o9D#<*L+8m>kug2V6Lpafl%R2e5u^AW3Z0aUF0|H zuLLr86su|qUkoWT-GVZ@FEiS}EVkiy5FYg-uN)UcRre4(L)Kl(_ZMaNfBrs9u^cGr zP1))VMgL~>GvEb@68P;*^}gtV-s@%ha3YGXo8KkB+R{$|0hI>BT=N-AdP`#@1#k@_ z!jGo(B&j+4*hs zu-Uz)L)dfTXIq@{jIpU6jQ#o~W5`p+@hJCjtKRweOr3i}h1fsDXKxo$h(rS(i>XtC z=O+@r9?cShEWjDt2!8%nj9Vu*q8q{*x5-V7sqHav<28~SYoZA_(wVI4<(P^88D~NR z^eSs0>#fF^be@KNvVQ-@Fj=Ieh<{$AQojp!x8%vt^Hp+8-!@IP=F2 z7k0lL`PYkG>79OkLVWRAZ-V{x0(EP$vA5TQQ(9jSQ~5Dp7Mzf1UTB+5{8;(Wus2RB zE;7F3HLKL45_sEGt}RfY`zd>596^~Uo5(-*d-IsyGGqOVkr8@qns3S*jCPrdcE>y= z>i?l=olY!JEG&r7y|JfqR?pAI?m3JV(L&LiB!k9P*QQq)4AjJG=_Klq(fQA_J+8ek zb?Fa{Fh*3q#>JrppPtpg24ET%x$y8kps5D^su-iZUv94#3)kKgjdkIQcn7G3`s%(( zT7&2Gpj{HH19u&`y%(#K*Ay5Pqew3z2in0WLYd^n-{Mjwan(_4C69dkp=%1jX(yH$ zuzQzmDl)-aB3=qpjB>}YA)bsQecz8r`fa|upM={SiSTs$E@Kv z&g%a9Kpy31b?|}rH!KZ0swe$t)M0a%l|K%7p&i;uZmb01lQ=~46Fm10edAONA_-8h z5P9_x3wBnG``{924j{L9`QQT|iIz~IH;j^RW}a+8Gz(DuJcH4k61(Pd8#JnTjC*@v zx4Ou}vzOpuT3G*i_@EQ$>?*9ARvyp2O(XMxV=%M2pT3CBBUF7j*f$hnjQQ_K*gMuV z)Os4$$wFl?rg4a7I}-Cs*f5vFE^uOlP4R5RC))ro3sZq$J{@h1v)kl*&Wr2^TwS`O zY~Gxh2EK#%n(3EQ)#~I8`Q>|5&b$NBZAS0K`k3vjXmj~(GvebCR9Ys>GBP4mJ^UwN z&To+I3{bbD;y}NjpDr!{8Ht4(ii=-tDl4r%sIL z-Lip{X7K|6vYWpC;hrFK4T`$qv6yi;0J6>NRBwbe-!y0k;|bE63}ipM;#nTjPq2|7 zk@+A*?t}KCJGg_Dh-YaB6M~x<2xi0|8)dIiPEC4?*NA~b&nv6@yUKysgqmx+nPBSW zrXSbQKL2S?o6D@4W4ZAD=bRb+dzI%GBy_SU;_~t0Z-Y>ZEHYe}8c}}k4ubPln&HZV|XTRJT zV!H~%GADa*qI$9|AoyVR?x|>I??8F#HL^dnJD8FbB}+foeVWuRjO~zZU$Sriy@6>4 z;1+=-&_PUw1%{u(JWLB;G~DegM?jYTTeIA-K6z%wlB~K2p4Qp*`2b)o8`j>Hcny1f z+|1(4jWloE7Qlu|`+MI!Y39RUk_yLs6(YUR#?oMWiVv(aQJQ5A6w-s>oKxO0Q=BYYOh?>FQJ$CV9}PM(p1IDqxD>PX z$nRhDLyrb2M0S|j>GRgp9$KG|a}T#0bQUqw85_OuusQ2w+_KmAddTr zFYjH;m}dD#y&|Fyo312DNqdbZ8EgS{NT(k;eA2G2Qy?$1nNA^{~0$I`B`;v(iLGqm8Q3g1S z>Q64uZs%L3aqd~K6oG!^nABvc2{;wTV4vtU~gj`ACv$%}7?sboDMHgkbqI_yH*ZF5A zgeb*?klH1ydh29|t9I4pEvvSG(y0>l6(!|F**jU*p9=5^TjzB~3*yRr?RhiSQ-)}I z!0JKh52)iSAe}M>IT8)7`rA;MBcse9i)Y~cPjG3Uui(BA>FHgy#$7ja$Dz&hKU$ z3zBWlD^UEis}gf=0rG1!lOVIx9UEM)OM)C5l^+{(ftT+OiM|Fes&)sTMs6!=VEo|O zp7!)jqYLHP#df@V!*1lcx64f8I5UA55DX)X!xP!-khFd2g~Bei^_EA3v|(hjf8$JG+i z0uhIw!iT3(o%TxWf)9prgtd-khNlBN*`3f#5nW625qZ*^-Zwo3OgNwsjl8*i^yH;P z`MA-|3@vWz6$IZ`rlV%~2C!bS%w4Naem-b!aV)Vj(iMcT;aX#r8TRtXglu0%3!uX5hBG-&z|??vsi3gC*;BOmo-Rp2R)k5z~|~5OFNC=~}_) z>~;@F8NE(v(H>@Ty*7GXCIA+$LSmo}iX?+AaqTHlDrneJVm%UY;Kb@@_q`N1rWy9IY!+^sp_=3IwdB@AXw0z}! zlj7M!F9uZ1}5Zi&L+RQLtOc?jPOE&2-y-ha&be zp)TD3B+2Gt-Ch88W>5+2cKgg95shYz2vrPlm1Tp4|u%kI}-hx=P& znTAQ>MtV7I|kM$a$H5?cQp3vzPaUnBS*7%`$6zr zPC#VRnZ2$w>_BI9Fx0wV;BH3TDETM2ReGAqb*YSNxoMoX=GYvR2JFvdT7Lu+Q~MS& zE+6Snw5ofq0b(gqgi3&lB4@US6B_;l(N73}pX}FBwR5|}1Rl^n*E#`DRK$FmFJUy% zJMi#2*eiqPMk17oXiCt@*wJ2yewR{~xB-avzYwOaq})hMkz%%Ut~7DNDOg&_Ll=s1 z2ak*o?f=P()ajboA}N86nZX0ubR|*=o?^OPAKYZK7!x<_qR<7AEaOh!r0?Z(D~b3j zHyk!FPY5f3s$~i?=6qV!PL&pK@*S4e30WAK*c@o%ZL}MUBZaqWzWZjo4gW{3m*&V7 z*B(8zo)CTma)^0qLd00O`4&X}=sxqvUwIX~u2N_E;_uX-blxAS%F>`$&UW6_1?FMW zV*l3SO8#hayzSc0iJMe5U*_gJ6!l`*l+_01Nj`xgUsT%GmBsCe-7Dobd^Ju;j%!Vf zbd6~7f3z}hvG1Rw2qCU2WqCnnsGln-{BGQYZtxk{^GLk1J9C&q40^nj5<^uBzn6tu!}_v6GylzpEf6qglnSxg{&7~$+rHKUrfDrQ^R`R| zRXVSRsL8NM(|SH4^I&z{gcWSnpgw1Pq4>qM`u)x59Q=({+<60Hfy7Xyr#3ULfVBROd+{ncvnxm+@EN)D zvDrYyc)h`Ka;AD+D_Xth$FWdX%h6hmu9(O`fX%L*7QZ#FW{jK%B zPsKyrR;LIa{F}uBi`;)y`szbneWR#9_jj-H#h*{c%KZT@V@1DwW9k0;FGCsw(_XKm zmu^ur^W-J(f%>AP7tUTC&8r+`C{2kaxFSyD+NxA%_1AxgD8bCVp3f-Hx^WClHHd|X zUjxKxr0l+aP^B$qD%QkzD=or;c4uGl>%yjzHqPx1VVo*v@465XgFHA{+ZvuPk1Wu$ z7<=-l>%%D70b32iwgG#ZXl-_uu*^H$AOWse1@leg%6ZJ@aLq)0qhctkbE!wGP<}y+ zIGAN8jks7DLvUc?u!@Obi*t+|IflLMvL}|6BBix8cw|2LZccN&I2)FAJsYW!PIr~e zShMYq)FSka?%#_6xe8)lHrc2(tXRx?KRVa5fTRiRa?9sM%T>YM&W7L3Z|8ipY-l^= z{O=D!Rpe8#ge$)BxV@6Y?WDxFTfO-H*+lX{i04-a?N12eT^a~sHD0sP$KCsD6ae9@ zdiKP08MpI>H)4hT~is+C!T5Zr+CtsS9F^d=GQJ zHMSSmb!0mv@A6EhRUR!{$u+b)DDE0g?72cJ>SjUUiSr(HLGmN_eKNeEU0^=_-Pt6A z>GD1cTNS(ftomo)MG7-yeurm)9V#U9v`^i4WH-{JDY2p5E{}>!je;KBrWa!LF@SIK z{H;!}9XlOS|6HQy=(RUs3*XxR*RIOtLvaSM57O zBLc6!G!@T*i>g~~{|u>E_kc$3jYO0=kd6{yYt_Wt`;qbvIAJf-<&q&Zsi4on^rKOn zqIJ5?BG31DAz$1(9@SF?@;YppN55)Iu6R`+Qc<*cByfP5j{&jHBkwb1=c@$z_4^dn0ONDO-~K^_Z8Ut6!odF6Ou0!s_UVV>n(C@oy}ts> z>Ijx@kc!zr ze?9!TOif+e9G-#PsD{dlsuSkd(SKJdpCQvMM|0yAUM(xVm>&{wS6pv}=|e*Ib{tTq zOWjxcyncWEF?83|bG+>-Oz*4!?*1biqqA=9+O*iWw0(ZuHk2+wxG9f<8^ANf356Y| zAG<1{Vhg{h;fzt8;T`@&xxdcPjA>Fqwd*?;Qkf-GoWM znAv=Np3BGYV|U@l3-B3t=G1*fw!=CU?^S{(cPUw8no*vVR8?<=21H0}pCVsGgV7RP zXE#RbG+npGSGwAyAtBLo{m<7x`5OWasWX&fX64KqCX1ll$UBZah zTA?S)UkLT)>0b%&4rn9Ythu7=jH1tb0d@|ynG>>;AY|EnY4JxrBk>)$8)}ZDB?zM) zpEv0qB;r*~mm9mBe=TG=mM{0pVYChQtDhRfTQsW+Nk#^wBk{5)r(29qPx6z)a1P+J z($_O~Qwy0ALg(+uc8kJW3Cr2PFwS6H1#ZqKPt12*z1V9%nqo~g>M&|_JFh!`3LzYo zqD{s3Ss{d7(SIww@&$XMkKVpbZ6LqCYh6_;;7m*w!e?cF?r!9dJOr~;WZZJ-R;~A# zEMjX?=|LW*lNKUwScC3WeJaDAHQ4V7MEW$V%f@@`2mlvyO3?_9F_T_c(Jzj3ESV`i zuNihcLf_EdZ}F3#a*V8?oLpRXM!JeTXGE}@t4%!Hkdrgj z<;JzEwSm%}Uv0>CiXiCzZK%fVp>fak&iL5EG4EBhS7O@H)+Xi|xE-?v_?EttPc6tU zo)iu*3pUig=l<5qZ7Fw(T9e7shd!EYvo3+^Y>w=|kAHCAArv?9V1wVG>1@w|Z@jRB z@V6FAf&JJs*tc>+lm6b@u9lKsdW`gS(i_2jk*Qda9ymVJTEd?F0&%#;H$*`v*3QtC z=hhA98w|6v`G;lm_!c#OyJ{JTv?lIyI{AUKpcjt@-UCVkDGf$d@3eY#NR znUfy%A5RyZdXa{2Uh)1tJ_1#)4<4@@50Kz4lfmohgw#aRx``ZB>XidSoXdIE_9!9i zsp1`b5BWc9Ib&e+R9%kw^+)F`vL_Q;kZUHQ|BdvpHRP;ZNdUTS_AT*g$hYTV^_Hq$ z%q+FomkHK2WG22g%{alw8-w)-GFf;Be)PgWtIqGWwxJB+ydQ?TugF_%M)zvr`MP&ZOr;o$BLTs5xg)q*%0vHz;Nz!?3ZtF|P>wERrB zlio4%ThDlWEUuV zYXP8{W}P5gHd%eTIUNEka&fE1%%`ri^xOZ#5}=8Lw9QN>IVJ0ddq(fNoiek0+xqyC z^6_FnN3FYftQYR-dAWAm?e*_93*vvhJ2X&!kEZSchoC$=_fbp`ay4_En6|H+N z17-C;ciDHXt;!7J=2cg#R*{YC$y`P6&Sw%&DMVGhQ!l5jCi+f(V>E#jzfX6r=2Dhtr>Uz z2A`twQ}Ps!w+B-b3xol)xSB{mSY?`YhEw2~0Bb3?q-pH-i8rNE{k=!o`JeYwWdkW{ zeC6op>6r2}6#rn{rv8l0%9Aenqt3g<=t!bY+nvbcexH5PlN-l!t{v4UkGDMZME3Ua z7quLd6h*MHYyDP{GzkEBi~Qj_yVn>LYd_VMU4!&;>PXZNA=zS>4p3Yxz58VRfOZ(R3Xx99dG2`sP~C@+!Vr30haW+u@O)wjHf!*(FT7J zqr}0BYQ$3}#}I_M!|i9`F4Gy?4MT>x+!6b&Oaj&R(_94A@=DyF>)Nt+!smsZXEk+c=~IfzVi^jm z%k;<4cOY*`CMR3-V5oS8Q_$(-x=Z+Vsc;+qe`s{Uh! zzx<7r)=hF(LcZsGlbgm+F}MNVw3}ffM%728m%o)*j(U8~%jT#z)G3|{KR1o6mWX4J zrqELazf5L3EP9@8y4)RsIa0Is0%5vvj&$?YKbmkPG*5ZUhrG709A5I~e30{hwhp99 zK5@wJeU3PEMe{`L2m@WeY6;W<5j&scN~^QHo>oM5J{K#CSe#Pnp4AWEv607aaboT1 z5YgW{-P^0h2T)A|!Ll_N-EJE1;q0p6i!3y@vzNQiM>$5%@bqi+KGnC6{Hf)tcEawr z+{L*!#!io3A_G~tv;{Iz72od9nx{3x>=dR*>ZCXS3dBb?IZ4eNKW7ux%&rX1`Y}#2 zL;LNX9JJK^eYtS72skNcQ@Ob9{8^^;7F(y|N+p;P4nm|qEbHZvWzdl=x8tx@dqE56 zfXTV_Oa;s|v_^S<`B(+~;D>ts4T`$YpG41>@=V^zHFrq1=+Dy-<~`qzb})77JzkNc z`E+gAs57@YyM=XGAaMTQK$5Wet42ULTKbapWxkzfFcQey-yV0<{WJGE9XTQ`=zKtW zlck^K>=}Wv-Y;VjvX3_8!_T~*W_Ip#A+CFpAVO9X<=Fl#TN$xwe6 zUnHGm;$d+~KFgP@usBo@SVQ)PF&ia}%8!dZC@WC!2LCZd?A<;|Zr~-LnB4EU2S7E> z^2of5oPcG+_NaoytlbxAU9w3hkIIrnpti!$qR|G1h8hgDocA}GrKc>i`~Le%(M{Kd zv-CtskG}7Yz)1?w;Hk;Sqb$^FaK7c{jjtJe4rtlRm#bD6~>IY_%tQ)W=M405c^HzG=bd`ZLv-3 z^Hr9MQsVv+ICe~jPLX}Gai2Y`Vf5t!0Ce$%$!se)f9#jm<)QL#;o4tinD{Eu!d|ys z7r{)x+!HG&%s6vqSv%9V`Bqu6!ACgT#UBjI7T|#;(wtb-533O(gnGa5{nzJq8OZC< z8nxWiqy7-d3jOL!BmWC}Yd^xo5ma;QfQxUddRzS&kQe}79>kilN}#|C8?&vj+OqBs z;NL@c$i?x)^}#g@rucYxTz{U3koH9&3eXiR&vY8F-RB1$w|sN1B!5ZkS&FRUx=3mG z+{0b<9f_dSk|5LQ*#oC{knO4W-Q0vn`#u6(;H}$^=38N*s$;5Z)YkM?j@#9Xc1M^+ zAXF}CS2Z~gE8m9&;AzjU1Am?0p}t!Ef@LECiNlX6PYzrLf=x8j0Wf@w=Pmc!@RwT= zGF61mG;hx`N^|U70Cicm!ITii+_k({XU#YScG6-p1;Dg3+^U&AN`sD?L zL>#{Dr5H&17fee1{@@w&@cW(2dtamB9G-P8j+c-qMZ!<=EWQQ`>X)rCdT%pL)dI?-KzCtGg1DbRqqBB$`tI z+@(ufodGJ#jzQ;)L59meGd8a*3%_e&p(or)i~xs~2gH21{s=yD3CB`tRU>R=o4l}R zofu?T{#uN2mNa)uJ4)$3osbU~d+2`Z&zMGi&aGBT)9dcnH*2=lEzR1*c14uYnEVHS zuDE~EDrK5xiDEmwGy1eKuv0s;M&aYL!8?i-`GyY|LnQB0oe~85b?Ztkdqclof<68m zW8IRa!~H_CdGUI1Yv+UQ%To~#O4@YRz}K(Md^9`qX9JdV5F}Ryz*P@LJH3NEn_4qt z+!<4P_X$^I+Xva+Il~w6;htfATwq34x_E6V z_25&p5XI@Cg3e#8M5F2T>BxNJ<`D~pQEa@m$_NXukU>_>D+evoURK8|&mbx31?JIZRVm!oLP)o8^Y9^vG^D>kEl$++| z{JW7|Gij-|Z(|o-?=Tv!Iklx`wDAi1jwIccq@i!ukNr@}FY(|BHy4{rXHwI3R2J@< z;bKy}w~5yMSDta~**cLy&s1Lu_FGj2K5jqcx^unKa7D=HX*c=#Hu2vFKfC{)wJzm4 zi>w!1@_}~qyc!aYVGY0Ub0y$r-RtS01v;0r*Op(~9zFOVtQZmx`K-41-olvP*eS9h zx^MMWuCGwx*<-u=QHFZ)r`b268HA3E!fA3J+)xx3Ky;r8sLxB=Ej_dg00 z$acLA_^ftU=w~d*j77EhgGa4rNC3^55nU%yr1#F7qHQM|*Qa!EdH+<}hwd9b`XpgK z`A?Ga)u{hcB8&1U=M>AD3fD)qUyq&Nf33ag-IvHU^-933zUa^G-x)M4zw4Bc?UyC$ zxh$;F<$Y>xTW{ml1%1mEE}z{3D1P_39^W-{1EIym|HX0MVxW!d9v3#Hf0_P0S>jgJ zt8h${eK6?QPe)(2`|**J`*BBc;pPLE`~<)K?D*??tYUOMt0Cg|tHK|Aeb+&8s-^qy8#LvUXIcJM*5ls)xE?3>_IbH+ zTk2&YYuF**temY=Wvl!$a6dIkPxhgLz`S9J%HvO~;?MtUw;0~O71$i+Bk`fo_U}YP zU4uBiQb~igzwrck*Yxyxcgf-n7XWzmZDDigs7heMH_aL=7cWO{UjDm?np;k#mfuMa zLsGVcN(PwrGy-`a_;Lxs?VGE9fJjn5>H}WOc8b;9rBkVK(TM={uY5}`)frfGwf-U< zpi`u|uUhl--4}!IQrAg0f$%`HBBF|9fzsvFcy6x2AEg<`cWhzJo$DaP^F8&qCLdm? zawmuvdo%r}h1yH`5%#LHge(rzxu!mLlmu@9Si=#F?o~a1E^SoLb^X0rtFQ3qD2(6L zGxAVU(G9iDjO-6HEb=u>=3!sD@$;1o;6|ct#>7gklO39g&hSS;%_`WA?^CYM1cPDx zY-LkbOeD$6;}+q^qqT44Zmmpqv`p2uuZL}Q+VsUkldEn-up1?mE$cUZZQs%SZs}u} z*sJzF@ZWXT-yDZQwRq+2E~UxACm+O(Y^4Q0B}xjY7pWx9v#yey%=HZ(R6cL1NUA#g z;B)1EMPZ0&Y~bAEV8tVq!AhrQt-oeQSK?5`A~}8^)IRUAO6`Xf|H}>!mumWN?%%4T z=chiXqD#nlPt9&j3&;Rw+#Q065l$(`+LJo}|wtw*-`u8}PR{sl8RR6BFKBUX@pN8iZ5^Ix#hrONc#VDm{W(c9%j8Hb6_un@_6B_w*IXE#rFUW6JM z(b~D#u;ks!qni?UBpN<7f=Vf3Z3^!@?@j z@ZhJelv=Lkd;Q|U3)aa`*#B%P%YHHoRmePn;keQc?+@I__M1q$R{UJB)AE%bZ{X7@ z??I+N4_-nI3d#><%3+$6ho$S3IphwDJ35CS)#u zmfFrz!NL0u82gYb(mdY#Y0LeqOhqf#9iJ7#**pfFn33{0ugcS6p^s2A1|$5RqkIHT zG0E?$*_5{mbLcdyUkOWfCCw0l;6B|&0b1siU;W&s*2Cc(3!Ww8d(7_57eXIaOIELR z6Kc&5_A04sIfyYeBQx|0F2{-zsWIs8>vkphbJlAQW3`c>Si;(V=l{oSk0*a4HFXDj zXEKcA=dF=pZ~pNmNAq1^+knac7u#~0{HHuR#naI`WfC#-=<~nc@x09BnfTaTntQgh zesG1|3*^b{_}t9XULjqIO)nPOnmPfBlX3rySb8j7Vj?T;a5H@DgQw02iHRIs+hOIs z6I0u^kN;}dSaDUkLvjBGq`Kx_{GI)o@`eC9R%*1I?e`e#@4w8&`sAy=3kxe^3-eT{_CFwPF=wJiK;BsJL)dI zlD2)rv)gBNpo~9iTV&TjNoFjixA(h^iQcAFY?bs`;U`V6zfXp`EH`yy(u%(2^^TSl zGRDU@N>BB!=&@=f=9wE-CLDVhN)`*26rL0o{^1`js}wexbo2VYzNhiLs8F*ouB}iy zuWlds2&J$5D{NAq7i`cOGMWhZSX8*?M_eV1J{>7S9rQ zw?{XGe%Vvj-gD}CNA8jPb&bRXImCCB#FYD|K{JaX3F4&-P`EEr<&Y2Az z+B?luILu%u#o&J4*^@A@tNf-D-wf`pOjLM^Q&3t&=zgIEzT;HyQ%;{{f2VF&06&z)$j4aHoJ^yR04(8}G#{Z09eFIyRVp1704I7H@b4&Xwo&{8j?vxQ?%J zK@I{i(b{IvZtnf}Ph`J(emlG|2-8#m_z@C3*pE;EEhd^NiAb?`pR_BU)1yU|3W{PCJry?XR<+R9NKar$Rwtk zXK)FeZ0!iH2{~H?dYKtu(=0C^M}topslQ+1gXbUFdwla1JPjk!%A4{va)BKq-0H7@ z56r(QBLWsK@GafkZnmT%$5{Z0yJ@(ZOI`!Pe0q25*$|9+Ea@pS|{w=PHmOuA7x z$was?_8KVs0?nwQFH)c*JtYo<2K`;|%8iQbt@igl#;(`>_>Xa%4=cP#d!PV3>O9qZ z30VZ=hReDe80YMn2wzF>o-7+pKG^_LXuFail)G<$pRUMjg6V6O(3hHi(xZI^9sRuP zBbL3g7r*&F+-Jl-^ZLGhwJDmG{J{C8!!YWCZQud5j^OnH^<=?VuYiXby`6}<6P)=#z;b)a(o#}D3|M^d}(A`(CSw?GBNJ4v_y4TP8b(b0cni#?N-Ed6K_psn)bjGxAQUqRDO!h z916Zz-S`N&9e&0;hM;l3Wa8&OC+mm^qUjaEzNy)0<2)& zwG#H8=Y$TQc9p`szy!%y%ySdjKED@MBRWLB5@~^c>=cR1mk8xsWF_|ca%KPmIH-L4 zPY$juFvwRx?vd%7M{6r+x33ttX4ES+b;(ZK{Vtc-x<g z!X)N2XPb5^%)3@)+=x7yjjnNflk+D{e-YD zOa=9eV7X~q!ot*;d-?8^js(|Uq{k=}6NKbE zmgn1n?l;^#F$Zl|DlWd9v>~yQ8Q`3g{t&DRA_%&=PnVn_3>%E2@P`K(0Lrp#6YA1e zMyD-xZMRj;LrYN|r!>pn26YRs`ss(gAP7|l&@>ei9aZZ#_qIP}80?NRB|Wj(7}M-#kcZoB|2MUic<*C+1#OxK%So%yA^`3e zHz;;==UAJWn5K{|uzP$9#|g$?uD^Nbq**9h0Hrcbhx0SvprI}{NRa5H-vNC9!5pVS z?9E)Hma_Gn>uatV-%BC*o7CoA+E4P-iNMLj943ScmBCl`6k*Qg0CocHFM6Qkv{-PQ z2G$i#kce_H^$J|UnlqxDo7C|s2-AG7@j#tye&G$q>fu z!j+@j`3?eLnGos?xfDA1Ywc(#e(WTzBNT^6WvGzooq)2!ScK`?eT2o~@ zP1nz{xBY<_1)#ef@1#F)l6Eg&CKNnQgLS!><^z1`(2Me5yGZL!gHT|B-yrocxvO$qE!8l&ci_*w$R_D8S5e9u z5$HU+x-GP(;Ly%=5I9$9AE*sPIQ`8NL7?4 zwP|0NUMS~~JMT$;93FTONFDg3#2&!745|q>Q9l&8Fq(`%U8ZRf9n;Di^s?MheuInO ze_m59rzMKuX{AH$rbSi5qX7q&rt!!AZ0#W8V^W}lb;^`Uv5ZMSs$rPc*B|)Rhtzi9 zanVv%RIIy-ths3cDfRmx;PlpHOXN>_Bm>iNE=O}C7`Ng3fiXgo#k&V_#r>L)pD2k3 zrP8jNcXP@=Q01ll916z8M-6Iv;O?JF+kP_mhmlO{+zKqG$Etu7Ol?%S9cjqX)+dS_ zStw6A9~ax8My`w;fV2p@br5eCIZW^V%z0RPx?@}50tDmu2Sq!12IAn%RK|v0c=;b| z>-QK~DmVJ_&}dmcav11VotOkL?nR)JqgjrWWx2FpAp)aI-Bn@9!B#Rb@=^;$GA zOl*Pe3P_{lAJm6Zni+@>u?p;d@&_o{a^~gRM+p>(?yJ(3+RdTsk3+%R(3lL3)8y}3 z+H0cSKz3Jcbm>`}gTf~z+szvj!rGvr{1xr3`+1RF<4*C?rn)GV;xmb_i3KbF2lt6W z)EY7oMyOkbD^Xk1|NZ%2?7df1Q(XXV`zs}eNIN;@;g0)w&+C2M54()9$5?xjDuPihAbOQ$?;?9`5^;c#X(y^{sdiXVW~Q23+|)EheaLowFv z`5gYLkC{UMv*!8;+osRX#diOUCg!%KYOp-3`Q*@V&O|mJv;3sJ>^tqDs$27rNzNn= z;jIq>ku+_-k8!#S9XjJXh*VfNsl;2DE#9CE}we25w+fLxrATU<52&-S=pT6nUw8CO<&nAwcf15 z$G=O~xNBnT52&vVj~T9q(+W)kXL-Gg7H;SsNs_+CeoY=;kR`3|D{ zl+ZRc{iVD9i)uKs1tz*eQ#xZu@}I{M&uGY~+J-ZipEUWDH}|v%Z^Dq+1hAzfp;G|f$fe~149cV?`b<76__xdP)j0$FyDj|Qj+vjlfaDW8 z_(O7=4em|34`$u2uSS7@>@$AFGZtzU`6VfScUFrujn&zTEw-ge1ad7<4FG;bkAc|@`_mYE2O=NTgePs74oC>c`eiwrLf2t&`-NV;Aw64nYKrPB#{lf5nb~?}34V>-*J5YT zudgR!qZr!HbBt#4wPERu0kN#zFzMPkCgAbG%~7592h05Jtu@7daBbl6afi;~0Jv8p zxGiL8-6ONLXXvo)kfMO*M>Z1Lnmp=A09u_^w~(Za+41x2D{FfJu^U10l{wzk8Q=69 z{7;1^+j^Sc%~&j!MQ2>N49HQaqC1ijB4)G2qwMH z|Jv;k6r0Ex3|TE~Y3s>c>sS757Z3}aU#cEHPtEW@_yWm3IgYk?-`Q)8E&;anoXv>( zHG>0V%j<55pxcbgbwVsMFSf4<7iSm+pU?`B^Q$xbF@z&v5!UdMu(tIG$R^m1U<`di zXr^?Oy=ln$cEEo|IP5=`Yd*%(qmYlsErX?7r2c@igvw1Kkcv&*oc*bE?P7op|mA6s}kH?*k} z-P+@T4ormp>GrNCC!g=F(_6fMN21MU6W+qdiyt%}Ublnd9F`2v>&<}2EBX@cWfZ`+ zP4oboS)m`=d_HxiLGJM^Z?TsDGt4eV2IL2|AKyA5i+hiV7sY1i&XBD7)a@G3Br(Sw z$1?N@Bk?TS!Tw1*o`9$i&OM;UcjaXM5CZy};et+nLtV|KW;7mhe-FV}Z~4dSY(e}; zoE!a1w9vrDjnW}-9o*IHRA!fuFvb=vl|>|nUd)|5%IVyyLYJUxA6eARYU~@GMfWXy zf!T-5JO`4W`wuA8ch84ddN=PdyXBs|t_(xKb^Qaj3sU?9TY*DzFN#p_ zZe{3f)yE?+Ea)t8k8xG&$PCe-T%T1nPJzivDNIl2O=SUW6XdJ6xg_9zzW&Bg=*gvE3{n7QwE5=^B^8{qgbB?9n8y| z_H6(JA@s5;OK*dxPE9FcV&Ci_^p_}TV62!MwBB7 zL?y^Jc6%iMgCIKi}Et~OC)&@;dTX=t=Z!+wyCapaS7jY2M>%r(BTZE|y+33ui!XnVF%^EnT>8Z6`S#a0Mor^tCU|7bt z?{s>0WD@ZFvRa^@%e{d#Z(TXkIXVbZ>wOUnG1m%q@tkcptg-fc5gJt80bar9UgsG)lH@u_1z}j3U2oMYQtx>Cyn7 z3qxG~tT|Y$Mmx6T2;T2(eEZhNq>>uuBXVqpUzifDCTh9T!9HK6rK67Pp6v~G zB|WVaX+8Y`koaqhLm&e$%CG`Y4f+Z zS$4>Vn)yr=R~6vgfC4L?2DZ5f%$OG8kfSZd;T5Up$3^ptWWzIZ!a1PLI*6l= zRL235RNJTw*=r8#oXR^F6 zZ4%xM<>Rx~Az7+06JqaAr|VCo1Hv=BvpO(&A|X?51ojpib&X71| z8QOaXXiweCe;TTKhorTEFkKk=_QJ3njQtJ+>XOLov5N=b1lyo}a`ZRijG3C?IAYwat+H36RQ&k|gQfCo7jTLei|S#TS+0bv{E8^U)=nSH{eC7*Yz&<8`nn` zem#XU1RP}Ji2lg09#He3XbkkQ>z12UOXzYb9=kIv3AqZP#G^lfuJ};-{J?ay&r8ey zA-R&c5PzMfKN0Ce#w~+un%oY8IGz)YC9qlTM~3M|sZndqH#pt)1J{?ipTa+Wlg(Rw zTNE2)@Ei%2Tm8az>x=BE+-pU)W9({iqM-;V=it*N)&#*t4>Y(4slfTLO=WizNA|^> zYVdzr>j{_w8bXUl|{e`^X+k7OI4$BE}9Fsdw zT5eRbj0>zgnisU-%sVBQBS&&&Mr>PtR{Ye-A}*vpR}8fWyA6btpXuB}558OqKWR;B zf1~q95=Z)T99G*1ysn+Z{0Xqz_L9 zjX~Uum!ECG`T|8QF#<)8fIul#{`L6muUrG9UFJs*SZ?z z!GKT8K9?%>F7U9JHT;6|`La7~z-B(V)7a2Np4zd;EpQ5SP(od8B(uc`A|tHyrz?2n z3eu1uZG50BvJ4_DtX~hu8!ZVlko1l%r_N^wKSHqjHN4of>5rEgtC6>08kTMNwW3YY zq$+?iCy%zThy~^qEQJ%*{M2W^H{f*A5vI9!M7`DT0xpeXt-4h15_FGj|De&PjB-x$ z1Qp`(HPFBYHClbNkMwMrJItzU5H)Sli(hD?&(STxfG#5UEM|iiHlF5|n49HZE&_J{ zvXLTBW~Tg3oGh2Vcw8goA<<@J6;z#iWs{%@!o^qgyg1j=A7d<4-lTn~#`4y;@l0si zlae$MBW{`7e98SV4)Wb{D7YH&*gx=k|+3r7P_={e!xkctPFv`Lny zAx9b|@NTcNtomX!dh74&5FjeJJ*L`c7j=J~as&kxv5t0cWtUgy95xhG%WZ~47SfEe*mgU5uM1`apg@qa0)7;IN%+Hzmi zUbFc8)3G7VvgUFD*Cs7Y5jgIW-I?UFF3St6PCKGNp2W|%F2EzCHQUi`f*na>?;6OI zHb}uWKm;a0jZ1_TKz2Zc`M0}Ij_fI(mIbqIffE7uBsB2KR!vSFEB06UvJ)oxC_Gj* z%*nU4X&*%ol3${FuB^Y3jlXz~eLKaqZTJ*6 z+}QJ&V1M*v`+hJjQRWlusHjY)$|=YikQJ^Y<6$}Ut_1x6_eRx(w#lQd+{kS=>Bv+j z4{(^-th#4Q5(_Zjo_srRcriWBisfibzU0YeC&vb(d>y1=;tIeW#tWS@n(^Dd&#`Jf zVi(~#v8q$7J$cJctERJT$M(AcQPT0jDaEMN{QZoC5G!DcfGuoVd)xXFv|^YhK+P4d zm||!$fd9$29ww*R#^f_UrM7(EH|6+=hrp`RnZzTV&kO{<)jU0v&|zlagVS`$&mo$` zbgX)r8{cMTtI$PQ`@WlIXgZD-!O#7MF-9k-Nqf0-UF+h_qC|k&I&e)O1=!JlO7p(G znzn+9?K5ayiTE|-=BB*Gk>cWaS)sMfqi&86(+k0K*8BT5XWt*>*0BUOFd-Ib+iToX zae93lvHb;`VM&VuzbunO?jMCWJMZQW&~)5XNpsjX>q}2D?FlI+MkUv#kJEZ)f*AH9 zi6*oG4|8lo-T2oP&9Ay@nlm4NxO^OIIs0x_arJKSD2aoxQbaRJe0=hSA}S&L7uo?> z={(K-Y+2lz7)(W$=VrG9M}}53Rh15&EYpHm7`wE8=`aClE29yij6#FL1HdtjpdHC2 zX)k|Lj91*Pqg1z$d48C`EOOe*m;9>p8NRIXMkS$QL9EjK>br6;`_7{W%8#EY2($3w zWlt{8t-e{B1L86p7NVD)k-1J!hBs`OTSbs;{|om_K$!z#j`0Un@`%=R&^=LG1=p!6 zdS$*S{Q0%jy%#2taqt$!{`6I8dR>e*L(^t%b3F6m>qaM5Jz{1{M&qwJla5ef&onqsMYCVYUKhN0 z&zrMabF9d0@Qj5ntN_SvMO2ufljzeFp2QRPQ=ie^jq9`K$mLkwNx8w-X$Op;^2oXU zvIcQW$=n~scI$rJm5h*LA?I&>=D)YkIrPK7c2tZGie1I8dgSLSG#C1fUp%=Z@tUsh z`}@at#WcD*nP|enW2uqG>WDhc`_Gw|X(NR(LPjq?Ub{hak26nq)+pS3x%o}LkK_=6 zs*}f5XawZGc4dZ-+o2VgZ(!SJ1Z9F7O1`Y2`9&wO$XIza=N`Y0G6j&@a{)N zk)qG;Un*(B6Xx9$dT**q3bect*W>BhZLU!JudeG@vL)?ZqB=`fQWx*Atn0TEui1!5 zAbagq0jscCb(RtR4HZ7Shqg9j_a@m^biJ2&XgO=&Ru11(yy=!|^KvMKY4deV!6~b3M@p*U%IsZT=!WAM6lDy zLgoAWkLhwEi52`|LlFiu^d6x2YX|ltCL9i6kNEq`m|w5i*Dt#kA1etB-ci;Te4Zii zhI_GY;>hppmu~R>Omz9ZLB=-JXxUyOVt=2_SIW^SyTmg#l2QD12Vm7I#*;A*BWc@(TLm~@G5A)9gWs6v%b@xM8|g=gI(X?s=; zqVKN_v57(OT?W2>=1#Y*Yodp)e|7ryu47}rlw{kYDy(fVt4grWxm_El`tU=cOzHFu z>hjjU>#^VHesH~KGV(xQ*VG@a|6!QXU?27;{ah%y^s;-Y6m`9c)y(>EIX_FCb=GM9 z!?hOTz=aXV3b6JOFTB^@J);W@Hu-z#=xHXqP*6bST@yuBtc|#!m^`~0T zhdlw4*pnQE1KQb()^7M_NNfo$-S&r`nkaqXd*9`LVVY+oqQO*T8B%oJq^z+{m&g-7 z0q?93|9G*Vkqq!^ZihdI$swyy%&j$5x*-X7Ej z%1XE%NIc+m5@l^5*c@Cde_7JZTk2^#(;)tj8H{Fl5SrE#%v`T6`QC+R)qwt%iSWnS zlIzcF4f0ZKhB5k!LlP;CZLu}ZZU=9r)SPrVcx`6#bDpua#}K~_%u7+1*=uMyP#>^3 z*f~yb*U02^f?Y>;)fHzRN#3ok=XQqv$7e9@uHu=@QRqH^955DVm>m>%j<>=j>qp&T z5{f;L<8weJ>j!;FdEUVN}K8za}!)G@x(3ryQ}#_*90)XoEO|ZN`e)7uLuGQ7lJ}~(S&XUWK5mH9_Q;n~zs+>+i{q%BF*&|x z^?mwLzn*uH0LQ8>L*wt880!0W@=lc%EVTF+12MF{<-Ty_eUqU35-e3Fx5dlqx~p|OKn7tRHIq*ZDDFy2zAQu`6xJU)Z$M2YR0R@ePrHI<*GsG zR{4*EVW$3HtPpG3D0vvy4G$+LD;JT2)jO*%SDLSDgG%}7BKC<%8?Jlb~T@~pHmQY&!-1K`KFC-cnZqOD(BTV=Fu^!n;uAr7X z-`M(275n6;>8RdD&Eg^3stpsk)Mo?5?X9P*^*Kc}`y=*wV)k+iG46d{O&&+eLTvrz z!l5P*8#NobWV-$`8s^0syni$BV&#>2GV+#wy7egMt7gO_% zTy|!^VI)#-*8rlg5+1P|>Ca8Ocrep_ZBPE~!yb>ax0U?&@_F9-a9&|hsdHN!lX6{! zJILwO=T0l{3zS*Y=FD(UyM^4iUB$C+0{?K8S%#_#yJ{f5ECoU`;Qh&Y33uv0xkx^l zQ`E-T$N)f6Bfm_ss_S>Rd^x2+ehDP=uc*}88n4r``HyEQgWr=XlZ>*pO81fkpZw5$ zfefCJtocCrmil?|PC7F1tWvGSSS@bXB$pUP3yHgFTvIW^W1F4Y)jI4&`&NUCf5aI7 zPE-e(t6lS&Osrk|`?hTCA%E(FDUTYNNm=~3lgK2Z?w9s%s}+SU)jsVv`g_7!DT1HG zy$&3tNaoJdz!AS7+lu5*eG^ak9zpK(sM-h%VEMRRK7<;mSFRtMs(;Nto0JP7x$OQ3 zf&2|YsSRcLB2BY0r0kiq-L_3`r?%Z4)CRL&@Gk_*(*}PdQWk3hf$hU7V40j;OP*D+#oCs;2wvxfe`et{jJW3EWNp#<;4Q$S%|V zr!hvmRy9#wcodYXX&>+Lx*>({B#Lbdnx#9(QCvwYId@hkZMePxWjD`aft!^}ylD7o zWpwCHlySof*AB;2D4#g7ZLzWO$k=MFOR{OIGk^GR!aJ~Q|MOyOz?#6abJx-0XIU@t zl82B8sZyCoe*3e8t~V-i69G0n%Hb=@%4@3YY@2s8cj{C(8Q|gNdx^r2pK|{&^l$1- zm&+TA+F;cjNM@+B;ekKaiWU=nG{VjLvuFNOU*HqEN05>6jFo{gcVWTqHch7uifhO~ zskW?1-}s&R{bRqGD@Q{GHjgaqMoUY|Dd6f;Z^j-sR_n3{mTF5wHEUr5#wiTbdHQo= zlz}SS@KMxy^KPH>qfEnyT1^bMCQR=Uo4(=J(6#{=BtxH~)RDN|#~4Ksk+Knz^{-Th zrzrB5#|7)n?R_U$=4iQO3uX?N?#5Gf&UaSzhFwl1O=vc?ym&dZYMh>Bz#TPY`p$w> z60zTWd-!Wxy_?bDjlY@sadAg}+0O&`FdBWf^Qk2{)r}uo)0~eq@z-z6Q@EL@LAHjU zwSB2&*V`yiX}YTK{d2)z*^XLvc0+$FO1wn}O}HTXe}Bs^eA!y7@h%=1o9=yQw_~6m zJv3yI?X+=RLic-kvRcS^7~dkqY4FuRKSW>OgmuSo?wjylv+U4`-=j?Z=||Ip*817+ zmT)wwilq4(@hYZK%VSYa%tUV1UFJSc4cO<&|_EHGJ;0 zM(nRD&4ZrnrIGx}FJ`*I{%)cd%W~5{X+o^dvrj{v7A*xYIv9S2`&9AmKgF#O;mb5Z z{}r*g9pwj9iv2%TreR1$5~wXY7_>ywCR~6peaLvRLR|bm9#f}QC`YKdN^kGWw=>)_;%RhroujEuQoKab<(DVorsGB?h zd-9BupUL%n+)5Uy$5G6epSUmHlN?qM^Id5;FFxVU5K^saz0q^_L$Q>;`Mg~D~RTSaoUvA$h zix{%l1Ci&Sx!tLx-C_b-Vni?!`*rV@eFX<^2Au!96t0rksf{EsTrM|+S13ZZX#$TL zMl!1eG4(xC1illxLn_2LfWQmfk87>fT;|5)qrxBtH`=Q*dk$PvpoNyqkdFSn0*Q61 zifY%4H(c`jAI*Ad!%Wt*K1r+r75?e48q_gKGU*s6g{Fm0SuC7TdtJ8=mUq z*KLkDd?Z0^miC!OsS@}~d#x3uOJ;TBHUX&@MMNnu`)x|)cBJgH@l)i$*z3pFWECyG zGp?V!8V@Jif+BM|S~>;JdLMx0wWTF|KV^T?xbVstIR8cyh-SB z*Yh-l^^^Nez|Wk3xMLM-i8;nsz*^{|5PI_|)m3QY%TN}))ui9#rRokRDJ|gDCe0i? zb4$THB)$r;e^sWFY)@7{UtwFmhc|xbcP)GAB^1-td2{`$ww2)=<7e=`Bgm2or`QL? z$c}A*DEaxX#I5KD5G&CBy3MOtvuSgMH}rJn{2UsC!BgcwPl8ljO{E4e{DN=t>7ox3FP&yhZr0e zX58!zDw)y2egJG5ff@-ll-+s`XO0LBdhLqi)bE?T^#;rg``7+EG{xeP4iC9AXSFGI z5jcD)n43Ac)wJpL3e(TB0-RlulUJQ`Qe+J6xI9=r5zOjNI-y2dNo+^&y#Nfi(uQg% zx5|U(P(tZA^)edR_Xns>(l(7Z{8NYShV z1@H^QB zg;q0=o?*Yw$UVjMz2s#)a@=JqZ+Wv0Hm0$1o7DoTb`e=Wi);=P@9xVP4n#}#ozP9u zTrhiD!}#z_lM+^_$2kk1EB{LDKi>N>DC2Dol1P{Ayumprnc>3#Z&GS|;W^m+Fjru3 zOS6XjUpup370p;)QE*OJYuw(X5-ANnrv(TPen4Qvb+Tb~`Zz9G2EtmO2h#tlN=~e;Z+HS5};}#j=L1Ao^Q*Ovr<<1GMN9Mi; zb^|VX8Nz7BBh3Z`B`t+8{O(b$w9+j~gyG;vximJQ)9Z&-uynloVg@m4B;HA>bya%z z(fZP{_T^UQ5#u^?tAOZ`lOYc&3pe+@VKyL559WjAF;aw=k&6S+qoQCC?}_NO;N{fk>m3wsMwl zGi}N3v_46EBVbOdcsY~*T)_sw-ol(+`$0CXPjaar{qOwebJayRr8SR6owZ`^W^O8^ zdPcvFO{LlnMj`Z~5MJPYSu}YA9EMVRA0g)sxa>Y0r-fBAgf!o5>MQ~#a_vYH{wa)z z`ch1C3YN3fgrAJ=|GxL-tdblR+C@Kj_Y%3^bFEWZSY?DM0A{H@H^y(sSaZ44$$bK3 zonHsb)9hKJe~#zpCR0gX17BdX?sR4yrv1ZG=Y#=fL;f3$h6Ro{=e+EK$H2m%MJP9+ z^#i^N8*aj(-@hHob$5kk&I_5(C@NIoHeCU;?={%H#3PQ2Ts4~~5KZ;1_(rGAf?;ae zPRpMZ&$PfY9Y#^-d*zQ-@!cQGbK_ucXp5TGQ*x{ zk8JFkXb(1t0wCVIz30w#mT?hbaU^&eX_==gn#Z_%6GMZPm@rOgWcZ&ZP#DvB2Ni)D zyaFOHNc|MpzT&nlxOd;3PFky1mSVfMYOsILbzvoUl++x4AnrO z9-6X~2S{FN54$~kd+*1D0j;b6kcE}bJPj5DRMLi#586?g!Zpwh#;&4UaxovqV@y?Bz1 z{!coZV#ZD|k7(}@#oXAY)4uu9{hAC9kP7@WyfI47tLH|*E6Yv&06?SsA}{na_`>&h zz*2AXWN+{Qty~A&MRH>_SQ8@gBpZ17*wLX!bTd5;uC_x_kyvx>-)KHUFnL(+URlIf zCymi;j>mZAW$de3IV@k547a4zMg)5gxpPT=c(~pda>44^rL$dX%{CzQstm2Umkj0+ zApFCB0RW{1U@Hcp!H!ucKD^a8}%Yjh~{Kk%_FUI=+!{kq4;2-E(DI5i&p}!z*I# z)&vPR`^ksDmf)ZC`J$6_8#g$WtG07$3!>n#^5>^}+8BY2R2X$0b8(@dUcao5YeMT{|^GJ%K=7N%R4CB-T^RY+e?rsJD>uE7N} zj8@rD_gODpyX9kcSP)u|{=XtwDGJoOi-@#Kss8)B;}-i0_0#Dpi4_aDW47toyg!n(YVtd6v!`O8Nj&$nRcZ1NZu?fd_utp7JCYZ2tcQ*!R@ z)_0~sk83;Qxz2Oh&IQErZ`&c7Xa4$JP?;xWlm=-$U2W?Hm#Q=acR^F7RB=}Mn)X&M zXg!VOZ8@CxTq4O9(cV6zwxY6zg|5fP4>Fpt5v8*FG7drPQpNY$V*DNDpoKp3Q5xBI zzSe=g$1)Y$@2S;K)=%A=Nw@4r6&KW2e1eX%3!@+WJC?(QkF{`Q>5)t|&c;D8Y4E?o z7CZ|dA-lm4x$HfW?P~&&E8o{)enQ|~f4tzFAIBVo#eCA}9}cU-fZ%p9&4#nHgd}dv z*|NDH0$y64{JS@Ek5lu7W3!^;6llVK;v(mjw|FZ3UpOOwV9{;4a>SdScPEpL69Ez` zq=~)EQboUR>E8w^T1Cm6;c8p36qIi=Blsbnp`b20P3JGvyDWl2krsLl`a+5n*9_2S z47}Xz(E>8Xm;N$?GVv8V7t=6yyz8%OI?ov?KdGegEfip-s?# zIK`83oa)-H|G$;sAEnP_qtA|9uAz^X~6ITtKVN3I*4fyE?jtrQDM8yo*W+nE#9DdBgaoH|v z6)Xp=4t6`9P7^s}solK`ZMSRAF!CFkkI%#&vB2n?94M?*TMxxs6|6@V09LQ3&5mxJ zAG1_?2ffFcO8CdZEuE)4FDOdU<1n;Nt9L_&zZao#;I9zySh+>U7iWQCsm#VydVxse z8bXbd`{vlfj9FyhruMliu)5BmbE8e76k7~;x(&$w$&Y1;cMDxvhrFb0mFECR8-Gda zxe&tQ`o{a-^UF?Pq@`hC8F=^W?b^1U928NqT~(sJePzKk^gC)uV?^e%wY+~lAhrQS zUM&)V1;n~&F=Pj*gk|U&G#{1Qq;q0vHgX}c8Aj73=T%=#+j=TKFSIN|vNL9PNciIx znZVd{j#fh8|*$H^(5?*j}fz$SA$kz3px1V7+0 zrq`0#yh9JH_FkO?N?c@TTtHJpbac_+U%f*}*X%@IpK_n(u? z@Vm&bd;Fl*-M)-z3O4Nbo9HoFH>7i(GatH>YgFMQA#}sXIDeCD;|-UvuqL6RlIAvF z9-8>egBmIbaYLR?lneF; z#`f^l>VWn+fyX-p^jK~_p)qLX4P!&FKCb9&&Lt^SH9L0#_Zb*nOGYt*gOEL<7o2D2 z*pQi?(z`*iT*IVs|4a;`3}_m8Lfh7(1FtlE_(fJ2wCEAbUIaGXtIYpmVW}-=+m{A> zEaUe_GfIi+e}x=<@z8 zAY=ARjBDh%a+B)jX^{E~W@pj&*u-Krd-4&(<>Rs=PkVH&Hf0WHdnu-xBPp4;T>v`Q zDbr$C?^WIUUb<>N+kPZ^x`5nfC7(WWhSE>iF&;RUyZbxa?rrr~x5g|)hPxd~57>n8 zkQ2%od-^$l5%B60mR*2=*mLgT?}71MopFNa!C>=IRJ}WvT4JeW)y;fm0nz&Vv{dHr zcE0`73RuWRi-KJx1)if&;5HkTVf}wh%Q^8Y%1z!O*dBz3_3J-#3$A8o|j0@K+JkV z6e*9&%j@^sK@ki^q0AET*XZK?Q^=C(@7LyDVN4_Q|!>z~$4x?Ixodjcu{ z5lBeeQuWWd3RzMG9AN{q*mK6w;cTxZuF?ekdtg3x(T| zO?Rt+f0uYtuzJ1(7B>rI8>S(*N$NNi97#zXxm5C{FX7D!6fAp3N9$Apm8*8c$we9X zuT`*ZJRtV`2irQs?lS-HjY@hS!iWapnG3>;pYNWbdWrU4I(gIFcfPa;(jCkMDFp}x z*5_l2l4?x)pS9n$mouJyvoRf+VR5n+^;L*GZ_1ckM^Y+Og*)kgv})z8Fm(D^+KRh` z!LoHr@AfZjrlKJ(?UtjN)5O&UlPc8ac0@kmxL04fvf-d7aPK7wFB6%D&-C>l*T;ZJ zdYO3g5GnVVlrQ1zmOlgY?WPeZCe*o^BN(B2J~o9i%ablGk`Nwk&79!%+BJbBdq^8( z;eZQ3iZ($V#9_nxpOEdeo_wE0F8B@P$e?n)#MaJ7joEU7`n)VwbN#SKTaVksG{=bX zH5&c#^>l97I5tJ%gxSttaA>~ zDkr#EF4ZiEU_MBSEN$ySO67BtkD2nAw{Fy+th)O-|grwbk+iBxAoQk)3f!1Rjl$M`_?EL*QP$#@@jBw?#tRhJdsnWlbM2ezE*NPr5o{zJlcJu$B^aoqv z-6yRf#%RV6_lbj&%H3rEr!LXup9}1qMZMV^09_?*^s<_MHG?p0-M?TCk=~~cat58A zuc`m8S{%TeS~MRV*N2w{*D0f!zL@c`ol1wiSlC+11^+mz-p#EqH<{S38kU51=8W5T zSmB!Bi(LWNJ;Gb#LS2?{Xkl8;-vorD+j(30eZ-&IDIN9}J_sM_4dcwnhrdnAHZvSJ z^imKEwbU-LMuqzidk+ET#&v$TEG2DZce~AD4e|z2c=nQg@Lv&xOAlaI=2SIX-eT@j zZCEBZIQm?*6T83CJNm>E#$LJ`U58^fqK}mm;m_Iu}3Bm0l8pWUgJi z_$Jee$c@jeBCq(dP8|rycHrYI1xmSws28IlnTuBLfYO%U&fKS@_)BgXmzAk z?n|^mZY^dT@9N_B-sR#Iv(LIwH<-O)n*G&-i zgjNS6SR{rRlv7g}VnE~+nrPcKRQ@KnIwfExYp|s)OU3JfKP{0QPu>13>6TV5R8!*Q z1KmL|?u#?aO_O6S?0(_~T#NhH8DmK%R_^q7I(kqi23Xb&V!_CRx8sTXUV(gPSGFpf zh}S7CQX9;~|1OW`+SkrPKE``bv<_!uh%BZg#XW@iLJlC z0xnu>#bzdnUtiYu%Z~F)mv4hE>hiIT$hghA9%=T4@mBHAmK?lprqAn(aLJ|N$u0aB z@*?aD%&3`{fJ<>U%yOs(FU__*bVdOjT;X;>+qCdH=rz6@_zk$fq&`c7>E4b-Qw4o;HT@CIEa^riZKOkZ zR#`Ysvp0V$U?Ci^-R*jhm+kbrg_U6#t&L7IQuCs%X?fBjtGhkMZ?-hCLtcit=sIPK zWZ)*ABSc9y6YX?!kt5`Tv&g~Iec-`_#p+F*(ze~|+vQSXjWtZO^@Q~{3p3eZ2A(OV7Z@>cK^$|nf13jc*Sp*E-90jt2Bpui5wd-Dhl7)~&VVp{@L$=|UqyGHHpnq-$fx zME+&7ncDha7JpfTwYXVApB+DTci9)jl$L4ygZ&oag^UN{+BCKuFh6<#Dzk4Wl8a}! z+|5kMPn&Q{yP$NJc zYyJ?t``U?DqN0IykJ616>LhU59rEt{L-q*lQ6+7Ni8}rkjJ^3+C>7gV!1}v2a0+_i zP;(2RvdvGtLLMaj7uY588x-4k9WpL@9Mk++@=mZ;FfIN8Qd17D>yQF`fi?B~LQJh@ z+~>zc>^IEcl+#2B5I$lGe%iP{#;DT<0K6k)tD=k9erab)-<0hZc>&@-RLUA4^{uOo zhe4ENzwBoAhP=~>XlGHaf)>MSEMl=PJ;7-i)Zp<9V&Y)s3&=`y58v*UV@Dw3rtG)Y zo8UP7BVa7Sj_?peeesR-YDB`f(`Q*>JUZ(Sss`98J3t#6Ba;?wx5ydlpYKKs*=TgCU-BxAk#0%|78$p*x1pm?KNGuk7z^w(~Kc)@374&-XbLAX_ z@>lcJsu^IHlZqEg19UK6@X3B7y*m<2Z%A=l1`jCa?-z~3#n^ns0=R=aRafO_)lP4& zVwbQ-4-Uilo2YTU0ggcSBGdmZE`4*wqNQA?Wt|P$-x4@>2zY$YK9`m4J0j0-R4}VU zZ!gRES?gi zL1?;!JjUVPSC8+NEyqVvIZ7ACjKzPGcDR;jhuh`29I{npR8?GA;0s;kKMZX`2CCqxVtWfgXjo^|u?Z|T`g z(&2>ny_{9`M3z6)@a#aB1AQfJJvJg%9U>yT-&ovFcvfUJo*E?;+5Pq9^RdS(6xn2c z46A1fPm36*t(oy3`lhT~U2odC>0W&7etuVgb0uqEWllHjM(JMjqbpOl`q%cgwZ)#Q zxl7-Q7CLFP9)nxozT5s`i2?b&kWN!62GJ*Cra69T1F^N_=F3&kEpka2+;Aj zswGW4R#o`M$9vblc3%F@>Lt^yYjb5D8EtphgE@QyT%L7^J-oMa^j7NoiQcC+z&cCe z*0%vVl?1t~^4HBD?>nF)q#%E4daPOKtG@Ae53$uhbQgY6L0uuKYB8|kS@;&jrVsfd zme5~TGDLbqJ#d{3FWmR(Eq!F({bSR^^M1NR^9)f+cRST*5yWR64Nhy*5?jYQz?CSu z20;6(j*^W>?0RQ5_iYx%8Y}dNh(ekj>fX$Vj~`awj0|qlvCvhg>*d%ym9HP}O24tJwJ;x%`?i-+{q=2*duKJX*m9Y zWAYxYS3Xnq!*_S2%6rVNw`~k3I~Ar^E$N%Y&cQ#$8=LxdMp^=N*!Z7+Q0t1{X1JcS$KO)vWyV(;=R1%ehY%a=|lw5DCVv@l2hp#EimtbJ9n%jj1b z%CTB z86b(}`B4T!)~LDsV{RMv#kgyHi%oy}7&ec4H4%U8y_##qxjO$$|Hko|>6X?#0et?9T4YcNsD{oaExbfASJp7)T0-*h` zt;vo5)Nf6r%qkw41gg?Y%MJ$Q7PhHe#45c1RjJ=q`I{!mjqL6BJkm&wCdBUXLTl4< zOho0V-oi<86K&%}*=|(ju#55X-zgWBA8Lsba(%9sxQgVq%FisBWHA8b;*l;)@>1wkD#PaAHHFAk-(#0bO z2_Cps;R=3AGv@WDY<^>We?=EpO>`c{Z}gxHl$*}q^nrV)qI(d z>#t(4ucJ1=0_Jkv_h@B`H3f2T%!HSg>3@FE)~10Z%tAJqoM>y5Z|J@k?y>A&L#Wj| zy~;fX9eLi?iJa@LZQ^gZ2wJu54tQxxe^!?E@9BL&6~jxHdM19?-zHAKY(Cl<!q&{X$mN+4lPB-pC_PLAsW|a)I_A_U#s4b~|d$)y`1$1qf2FHFw*) zeCZ{r5XUf8#PL=zT8jDcvL^i7S6*!&E@m<)|1u5qGPL0r?z>ZLWh);x{HCKaIp<(&eAfT7_A((h2YMLm%vf5Q(GK`T z?!_3<}X&i#Gz&Rsvpqx<6R=x-;D}AuMLv{g&i|>8?Z>WNWNK!MW@_ z)POksQyV4VXA-CfJ7<5>9aifkS4{q5?_T#zyy^T$B-&4AZyg`~TzBqf^XfNSpwv+E zeh_-&S-k5s=#y#gKlcsvf-u(C80x7D+xhaHT=K_tS9A3>`*};zm%QS~m=D!8Nni6d zr~YTCl|kx%gjys2E7TfioSkj5De0YCxr1w=?Osl~Oi5ymW=x}F@ZEc9{iokomo_-~ za`JpRp$zBF7h|jW+cHs_JJLS`$xxdvHlAyI#H`<}Hba}lC7Z2$r+yQ z!G0{e zqq5o*jQLv#qx$vI?>}6#Ah=P;qiifQjSGuy__x*6K?omIy+;R&Gksp^O-$Q@@fkv6 zf$^u$2cH(5Qkpv{*Uxgy@66Jto?vusy5zv4=iEr`HGi)!{a+2N4#L zoF~E_e|({X+>SmeVHGT8LSJRL z^Nwpux-b52-0LIyLKDtYiX*!sl}0vk*f;B6xXt3fKgn#=k!!Y7=%UYc*PC8wg_0O2 zB?Fa|-*d-#ijmsailxd#ol*nH&s`{rvG}@M2NS>@$$!}MVTE~4X)sG%M%33XwC~g;#P8P;F^g{Mca;#_+C` z$>jNL%$So`SHf5ZbsqH#`&*cHvY|i9q90YS1O_c-UnYJ@niZ$-&&r={4wGtn{>zIy zc)npE1Mn+j|25JXd^IK3i8=Ou%vov{Wjo%D(Uxc)!r`uc*IqG1UB5;cV#-fp<$u3S z8khJSe*gTE>B99!1(o4rAvW;yj#juAq4*>&;m`T9%HUQKg4ITxul$na>BDWh~=Fo%NLs*K1Eb8#*6g(1f>$b5ovBs3Q{*LI?1x%-ghTjOKsp9znh=88A)Kmsz4z zdPLMrP~%-cX-@|(bptjTs1O>Oy8ljXzZKb3c>C@Cd|UN5NgJY@3(g&W|IS%QGhNEW zw$LN8j;BNy!1h+^MdqZl<|8^V}-KiW+zR%Q4 zC%v369iRpvsO8FcV%WrzBwLfV!J6u4HSYaA-Y;N|(na7zPO5Uw&mIPS)O>hH7WX3# zj?!%EPw&=a!cj5P)5QPc9;&nGsdHfrc*Qh-xc4i0zxb@}&9PQZ{IQw(S!D@lz>MVD zid50>;;ozq(+!)~YY^)>R-aAKkH6+G{R_NpmXb3ElS{7Cu!(fM>$KKa0a?jq{Fuhp z1ff@R^%$yXXS-l8(=pn;gp=uN0_WL@Z5l8oc!G_Co2F(%RrWKhnByM0XpKX9luaz| zW%{+)TO=IsHOgn2ODgpQZDO40ELM+C{2Uh>B)pb#nj!C3Wzy9XlD7G-;pF7e+DQ=Nhdf8ga~EF!)M_)>Kot;#>t7Tk75a_mNULSHXRD|=Hfo!!^POfBR>7o-5U)8oFQ!S0s0g)6%PvtM5D%@S@0>08!y)_g^|Yv_mgc11r06v9 zB#NhZVRNFCl@8f{7L@lYrbH>R$)cL*td?PM&7Z^rp1`t8hKMh7%r41xJP&C!!AIxt z(Dm#Rm{~`m3xr`r%WT@^p*PQ-He@?$R@6(jhUdi-=WP>`jG3A@>Ho&@=|8gm<8UjB zd-e^xZq*;qk1j|$ZmG?Uni>4cfBD*#y>1G&tPKhH9K`xz@5t!AQe`!-(_I5iQG+OT z@4E(hY(F0J!;DzZ3P1u^^n6?PFZj>j)1B5hiRkI7vZLfR3lo-a%}z$3Wq?=s%V~TiY5_%=N_MJjcn!1|n6PzwrO}3UV$J$=? zoACE%25~Aq8G8*Ln&O@+_i3~X5K-h?ayUD(q4U0bGPuFWDKVpyJ}L%L`ys;tv2}e# z(uOnXqc|C?|InsCG%{Wul(JOLl^W}+ua-7lF3RzkO=I?9DpPjF`mHcK8xQ_!2hSGo z2cNN7@$~gS=|1z8nxxU)s^8)5VD*5lXO92YlnZ|~I#T3qEGiT~L(-ebBL%>M>8lt4iv0#ljqFxE3Af__-0+ z!hzGy`cy>%*S;;B-~UEFaRI+A0-|*FM4>M-7LI@U)1G*aR{Z*Gc-;qFc{1N?U-iVE zLf0Y?X3}_x5!;tTRK%9PZn~^^^5LII^TPLkSM~BPta9?OqvsY??Mr{`d^_hUU(B}0 zmG6Gn-%~cwuPW!kNY_T#3}lz{4rV{b7o2~jqCZGEAj0Z#S818P#xq(LWo51SU7X=v zGwyieoLx~S{S=)@z9B778a8`89e?(yjU@40x8AluT{^?t*1k18ZPlWr>E!T@6MvEM z%tCqPkLm=p4C;oT-Gnf0P5qYsv;nb8Lf-~hYl(Yi@TumTtKIyu;zs4m=-u)1y@#<4 z^<(_BDjw$EHsYzH{Jq9J{=gFOlhpX~3Qs$)iX_;`@ac464*5EuZ$>|jSh6qwINJj+ z{A{2qU%q$#h9HC}X&y@(-PAw-6>7O}Ik%>W|1kKWWWk*2q1|!iYb}1D%4QXxP>8;= z&tiyOaY&ypAgIsdIHhW)tcU|=ZvSQ}2KQMwOTHJBl@p|IUq3Cf&-~~E$j-cC?~^&X z^gR7h%H?nlSf6d)ZlNZ|r$j6*jc>B8d}5T#$s4EtC;PRt#;SNipn5Bk&XVj0Dsi*sg=J}NxAqFAs+tE z-(|Bzc8rYgrF~MF_$v`)UVc#s@~ z(&2KE1ESh~I0fGC)K=rUK9ygbuzA0(;BqY9DSdRBlN2&-s)ejLo9_9C}pjg#^9m)RzW7XhF-4s09G&SHQYb8m2khcwwhdDGNMY5%JaORwu0(Kc-V zja#?!{oRML|Ka;C>vS~W!)50x;OA^go|T~r_!>6&#-@OE(5Xl38EUmadxwRH{{<@o zvE2tUskY2HS59Q0ITEj0DxU~*ZrHRf@F-mF5#exj?|GsvsF-&r z(k}{c7u2)dO@DOzrqm3mzajJq!VVZy0(m^; z?kohHj0P%$W8($9g4@3&A8@)7g^kw=eFt9wUCcukM>1Q)L~HUyz#LNmJ7G4awf{~) zH|2H*`_?{38+^HTRx9*h6<uq6Vs^d+8g3;Y4OTe3`0^3SS7??pb~g>8*zUqd^`e z{}yQlnyG{wMRyQ8EMw0@1L4U~0Ku3Y-Rnxz(yl6>4pqgGfND~gQh==kZRTM>Y~6oK z1CTk=i(9UjI=Sq?5G5Qnc>CXd5DzStaM$|*(v-~gkpkM8GjJs6-j$+jtkVh`F)Fmu z9(&XteHJ0t{7znt?IwsgeKmv=yaHxL+jjna>_)7(s1{Jjw*sZCAi3d!8-3onBV7+X z!l~4VS>JEq?;Vor9XSEY$Zjcg(GokAl|(|j!>vV4F2FAB$%7*j>{meGI^jtn<59Br zwxO*Bz_ld?{UWH6?pOdtcNUEgwfUWakNW`-y;)F_9BEbrz5yPO1j{o>Dt0ca9e3y) zsmg!y2Y6)4zP`8#hKB}GN)<|M_d!xX=y0>vWDLBaJ8>cT6^n|+ZxxmUHQ9IqWl${@ z;p4Ir2=nTqs$PLaZXA%m*>w+fNt0x25d|#)()xVzzeNaT-RuJRq#WPHZ$L@U$-IF< z>=GvuGb3HfNoBNUgI|F`H-RaA=)CPP;Mof{#ry@8fa2>f*h2>Yhd7;CMa0SjKV?vO zFv+5N*Nyy@$00I9Bp7bCl$sRSSA}X7`3-h7wf`N|+nS9ojf=@~QfL}p^q^1v z=%2-BfR9>8ssrqX%#E5>V2285qmM=pADwBP8Nus~1Y)!RbE*^VMUqYvUnHW}iWRQS$Zj zO#ZP5(Y7R{a;?lpNAdxJc;^?EjdzSfK0A@h{W16r5l{$A;DqzxInPV{lh8F&p3?I| zRW$fp=&>+7`C$xWef)+KuJvtyp8puH8`qU;tf!fJr;;oQBE@iv6eD~8Y(*hUyO8(D z^(Z!&*p^C39ZO`jM0V;(r109AXSkF6tOb3(AW^^ssU5^W8jQB? z(3#V`ARQmsD}Du5VLbnY<`hgU=$D^6TWlogNJn4WvZY{@E>5?8-Zx+7*aNh8YaPMn zVH3eUoG3scw#I9<4lXdoAg zp`CId){HQ!Yj9Zr{qa*2{Xuw5zgYe|CNo-a9PPRSMk+Q48Z9eoI3=;sm&J5~U|5xC zSf)q#|Mt99xXkw1R9-#pxKVjZyT7Kf<_Gv&#to{~6_+L>#ht zg@2z?X1MMB36*&ULX%tT*-iE5V|ICco`O0x31;U z7Se7UgtE+Fy~$Xw)rWvXwn^)#{&Th9#PJnq!*K~1kNgEgE3OXdGZy|*}_lemw*_Q`Az`8u#h71EPheSKGyp|VEj3Lr-L>xFicx9_ww6miKtqh7p8r} zD0$#cV(^DOHLtOv<2Mi2yy`gD^IN+{Ma(Fc|1Aiq}$e!0)p;{ z@Z}M9h}DJ_-_H-MfD6%tTA4FPUE7}wbRKEhUb7owNh z0cW@5Rw#q)YO@6*xy6ajv7fxSWg$iVV87KmzCn?A^qL31aDvQaSgMh~uDHZBMsJ zdAlXtZU$PLi#!BuejAxL{~f**!?_LkX}5U0fNc$$WCZLW0j~g|RsG&*vg7EESXq+X zZYm?8_2zKN=%D`+6z%D|hD4^ERS{VWz{S?Jyl1jwLZ0H;Tmd8YE+KqhMGJ*bu z0Q5}|&E-+_&LQzgsvz$D1iyg}-D4@fJRp|6GMrV3k?@eXswwv|P+{f|rkmxVyWrVp z{GGjfW;g7Qh!B2EvKCV{DIhUop%n;I)qr>Ik27pHX=ZljPOM1u#SlY zwUwJE>7r7`w~=@P6UJz5=&Vzequ?WGmvrqWhVq1zv0DU3 z7Hk@eA`YK~5@D~~AwO%jaR!ci90#Nl@c0yf`wi?k=%iaKMq|$OVEGZ_He8;BGr#x| zwD$T1^!d5HuC!bh;*o;exE#JM73Wa5@qdM{V;LVqN}T$p-0P&zJSXdRGpndvhT^B{ z-m)XAGWrG0D6P4}=I z_1{V>w+j9rEUl!@ri`6VxyPlRoCCNjO0J|aS~jcFpTECgEs)|1+IczqfaT@$B~5YA zOX)KXuohSL<>yhN%Uz>8$o>uSoOcuHImDoyD&OV^eTkLRo|T)B({iHX?)qhWNHOJ3 z&f2&Am*(^4-TLq8uWVH9i;-}m>5@#ivZ_A^Pq`;bSNrOsv8;Jc*P5P^u8q0Hd30=N ze+xHMTu2q>+ak_pJRxrfbs8=HwUPfZRu`|*ZgVtUQfh3H^ZLzt@XcCrL?U|6zf{^s zk`MPm9((n^MVjxa7CZB@VgR@-=`>GI7Iyf}Z7FmwUE^Zfizij{yv=j_Z{9}q)vK8u zTiQHQuWG4m=Vv(^uz0Vj`HN?~^fu6w_yJ{wwJMuaqL-*%e~9|(VQfc7lKXE#!dzcL=P-Tem1|tn(#(4C(bH- z782x9_+Wm9bbAPHyZW&4&H9XE?fbcG`iuj!ptr8k3}IXfLWQyBn%DZLYhz>xWeq9) zJl1woUfHR!BmU*!B^)Sy=<246fe6g2Tsh`a+xpYzXpRbqd zaAoWJHMYwxw%4z`G;LlXXBDK(0vlbt<(*!hiKW}8nm3vw{{)R{*cjQkJsbMAL-k$f z>czV1df?4J^Do860Ar~KD)N3HsREw0TOcPb{JY|o2JbBk@ z(0@wuxRgDalo>WH`9Ja#bu=7IqUmGY|L}QKiKd+8`FH;ek-)_1QLQHi12Sg7uooy_uJC~X z6~JGE)NM}OQZIB(uLCIfvDvBe9fKB56z%ulu3mu8^-R(O3k3W#l%C3(A( zR!s|QyGsjS#;2Dw5HrHkLaWJjawP9ki~OL5^Y+!)$K&&k{*%sMhT3g&8o$d;WwGfy z7S@Y=PC~9TeHu9NjeLE))+G%ws(7q}FX-t1tZgk(uso>IF|i-J30Yj>mJg}Z8CfN^ zNCp613da+R7Hgx&>l~By9sP{^2XmW&LmC}E!>}<7T1BXCWv$kCI>W*`5S1mf2o-OOT^s#^UO?J~Gz(5hbwN zV2K3+t~JW@3lsU)Uw&zZ&AM^ko*+1JT`j=2QqDp-p_0_Ej6n+Oq$%+V2vQUObCwLHK{0?MB%@?vVAGfVa~xF>bPDO&;<^ zj+A=-`{m>x>#LO`xm{e_JCfCjkUr*0O5K@d@n2hsC`!dHDAb8NJf;Wb*;mK;T3z)b z#vy^lhPcU`S~>9-8FG!KO}(pipQ;K#gC`uWj8t7eQIC?(LvbR_^7lcWF(-%oszjW0 zgL^6Psr|0NT>yXe!YSTMEaYGBG~9fxo zuzr%92D{Bx?8+zah!wc3V{0Gl^nKl@-r1im0sI*<0MqZ7HodI5T0WtH9AZ)WA_d1Z zhw{a8)qAN}c@<^VUqd-SeRl&?8wYQ}&P^fd;i!d*HKS{H>MQc&sG!C``_8sir!P3e z!`Q>cGPfBko%oB_2ME+f*IFx}qyL@%Y}d((<}McHE3x<;*W|c+Ozd>6`rpNQgF3r4 ze!sa*bo#C{0`YUH>r}0#A^Ww4?=AMZEdtIU1uijsGHl|($c$6HuAlPuOW#uBmVK}1 z+;+^Lf^e5>vQ?jYksIADok@B=hn}DA2GdJO%(4Y{#AOJm_hnjo><*5>`3R=58pEO(`J?zNZhc?MP zx3yAFGi0;~7)@q2smD1%GszR$zwoumuALS|&7D$dp*L4#H zDh4sQjE6Y&Ky!*|lTHR14e2|VnrTs0lR<}vbXo_HzpF}yLs#f`E(h2AS0Mve$xF4J zi6+;7DM7j4PG-Bj%@t&IrxVi-K5Dn@ui-)^h5b)HA(9Ftv+?Hymloe3G{`Zyg?|Rf zR*K6I`)+F;2w7$iJO~OIn@(7kus8QRU_$uEhAd6@6%?P%Jd?T<8Wv;~`uqIFst;1d zNlO|pJixd4Czv>IIaUm=B3O@$h130~peC(liFupR#RBc!Pzic%L2p6vg_UjZVz_98 zIe>ig{09&`bgn}WVx|E5dzta^b;!w!gA0&az1&4*X3N%gwV8UO z3_~^XI)_XMzzwQA07N)(9-4+YjhAQDtJll29CGWOWY+ppq1wxr9fl)bAJ&;JAJitf z<9{W|%NZhUuV8rWyJ&^V-MytHU(ub44f9i!M2%O@@HvG~?mx$EGL(>A#|>l|;wZzQ zbc9W)uzapw$gtKz#H7ab>SZvbKuewXaqgibb}!R?*-d_4R!TT1x-e4)z{u^L%-4z+h!uVuZqNDNz`R*0zlVBe+ zk1ZFSH1+6?i!mHj7BbR0Sly|DQTMfql&CdVIGV;|&+Kv)LKWsn{1gj5wuMS-`dfls z@*e4hNL(j5{cUpWCPc|^3(3zfv|My1W)doM0<^&Bis5&!`rOTLB}w?mdAI@7?8V;X zzjgmH*)Lb|;IM$reVBsmH5-=gTVXsp;CO0)pAm%cQN#ySp^~B)`El~IxHgL2u~q2% zi)^v^U_A>{!faqZQ+?cdLGV0GC`50%fU)$T-LkUxoHB*vDXHWEd=ZPdh@r218=N_uAX%TAw=6#9PuJFeHt<3VedF8Z@p+tq0 zt;uG&rsav}d+gaj%zCh>#~`sctA2po-)os3G^MJP>huVb`f})}z`| z(N!KE;-+}s@~Q>Dr15yiCs;P_DudC`+1P_vX0~5ZKieU0t=3`2my`LkdObJ~A^tnf zga4@NPo^0m7@i&F{^M$8;4O_J|(>T3yaar1;MkL!vQ+SaLqZLw&E75`Y_| zQ#NMTej5OLXcacYmkMS#YZ}QDa_Cf6e?8u2)P`k=Sob zT=0es579oPJy@cpx z{kJUzM>h`np?Q@)j~U%S1Q(C+p5V#@20%zTT4*f6O zgg<_F%0xtnIH>OP$}kG~e_ei=1TjyOzF3pR?lgi+ywPE&>&*rFzwR30IacXgmBEeQ zmx>_b>QV(0_~3c<&VSz`%P*x_oef&S&sH}M9c$L``%AaA9}^i0T(7s#Ugy3?n)b9{ zwRZ3U(EBgNb+5nEZab!_#&uZoCgJU&Z*@rVp$RdvL|=sxZ_m1#LI}xXDsyMdcrUrg z`DDxj(;cPK7Q3mas>zz#gb2dw-H$#VK7 zG2I}Mt{~wb^H-tFb>?zB$DoT>fxWAi>gpvNfd49V(SX=VoCD;-wl0`!H#{@c&q%ii z?XQylU7bI=_;>K9$Cq{b5|Sj2+e`0xot%1G{#g^_vO1emu#&6*epP!JSr#Pg>v*)< zw`6<0?J8or>a6|zqaIH7s{1HDo@w@LG(N4_x-{U4MLw{x6=~nhf5Eg}{7f)6Kg2mU zZg$^v@a#9X=N}S9m{;wCY$C}uyg3OmCy;s)!*ge|zWK|;O}{{q`L7MITExVAIqdBu zVqM>m8c#MTgq25gPa{{Q47C1DU0!;ceCx`9$bBPU` z0)&1Awp&G*jWhd&nv)48$n6A(tX^(~X$KNF2RN3jYQ%2>_Fv>aTu=hB^X@^;sE?hy zYPj7XXN7e?8!KvIjp~81yc@KI8L=9nH5VgM_~*xChHr2^#LkSu2FU`1=)alWm3^4Y z-t~O0YB7OHq+}|v8(l%_#^W|YbsD)`$hh4+W;rPCk)N_W_X@pSnM(BKSAn#LwG?P_ z!t?7K@0$fxk#g)UvKh;%VYmVC1k4Krb>Taw^AkZ+U$_XKrDA9$2QM=|dKx4C#s&N_ zI1=-JiSFqy?ry59f!EXvzPiqCi@+(NHZKJW3x=F%LLOMDTk)d%HbSx?Yd1U|<*VW{ z1Ne5S&iK=o?aZv{pdx6xvwK~U1lDda`rQocTvKN)aIB{^uT^N1Z`$`0u8gxPa-ns} zpi;tH9bJ_-4!qP{EcSkWo!udL=D@elk8|9P!%~{P3{KHbynfLIX&1=@GZ$u@0dTxm zq}$}}nOLs1hd3n!u{v^h?d_4+u>kR_DUowol|0oh_!MMF=R#vZzBU6+Tfgkcd-g22 z;HY9KH7u#85Y8{K5j;+P(#=+45hLxg%XM_G9ghCeO6$&X#hl8k1Rzi!zb%I_Tx!Zu zV_&oM$d?d?1Gr~es82O57;uVUBGL{U#zmrNlFI=7rJZKHN0ui%xW@-M9b6|F$Ek3} z6&oz6@bVnlY$yfs24)d-r0dq{BOx^V!5g-8cTePgOFTwR;xWHQ16jTL1PZa5X zYJ#HAd!bd4vNYPyVJ$Sor5X~6lIj>g(cmxrLVJ9B?Cum@@2@EdN0Z?@&@cY44;tP; zZz!xJA6a6xdusHS)Ve~i9|05V3zQXR&E}>z{Ex^$u>dRHKfK?TTHi547Jfuuw*7a5 zy$?lyE$RN0P#w5+gri2%t$H7wpE+dU){gxQ5%YLbvcA2BHICC}bhUpZZKh+M2t^bl zpYkhe$4__Wk)fr`_W(z}l61gq*ncVPgGav47-CmOQ$G2@-y9G2qGj&KU`Eds$A2vs zTK-NU|Ebd_PM7$=fE~8{8+cne3i`O$Gc44tAIG{T^}4YP^Dps%^ryGo@b#$mt;3JZ z&9+o3;^1zOgmWLY#lz&E9aBb1#sb^+2JSX_mhd<3q?P{9)*e>7KK;N&rH(#S%;cuR zW@$ZQ3#SjNyRYp&k1o8!|A0J7ae|Su7Rv4v#cWfOzJrJQyvih_P+hN0L{J`|y^Q#@ zQqR~MDv2O}IPXMOB-n9C5qa;|$B`~Q2JtuRg740*63dk|EN8bi9)<=VxBk&)U!0Kn zfTN3J=DNN9Mwl)>`}?Y8On48-eyI29ca%vaV})G|eY;XSDJ_y&qPS!4;P!~fi-QauLA&+>4dR40nrlM=vDsRoyP&ept5 zmiUm}r<}u{Wyjp(%7~{ zg(vV+G_hyAQ<5B>4OdcgksMfy;LJ^3e9ZjhzLmH6EZ0YqRlnTDp&x48dvwSL4{6@HGm@PwX_Oqg$GCwLxvOqP=N927~VnadeuX}F(I$V?hkP7Mb#!1eK~2h))7g}c?ye2;Xr zzTb6z>LU8#=Ujx7cm_bix=435nt~c>q82M;UH0Q(;xEhbnCOS19>%o^ zSGOM*#&Y@0Ef>t6Qkt^jObK;9VFnNN7gO|q3ZP7xcVY^B0o1Tp)?If@d0Fbj@4Hvr zCaYo)bJh>fG_Dwj*V$p7xNhdWTv&Qx+}z^xBlnwFSz?MXN=G}B0^ARMW4oVw)1cvd zNkf{R7sOt$@zYXqpV z{#qF!xRnzS4Hl8opYbW*8T-5VPH?ucpS zFdqH>`p$yfzqPqn!XLQrJ87^r5!>i8eMWQ2Ed|URu03Y&wu95NdX*|H`okHb9?+Fv zH?d6^C;zE@cGoD;q1&;~+N?y+?)jWY6_Q1%g8j@h?XD?elGNvY!}!C7e3uuJ>pvGH z(H!aV>oW`rRj|5mb!;!AY-YmmxXuU5E;2SvWaxW_SzVMnHKn?yT*{PJSl67K1{C0@ z6lm(Qx!RT8#3^q*W&BrfT5x-gVe9$UI^tCjHOeaN{1G4VFNDF5S(*f$`*qSuHvq+d zTilT>6357feBOVEUE+e_Of8wVQ}S+$d<41CeV;0O(a@MYlDPnPe&!<<5F|Rdphr8r}>x(A`f9P7KOffrR3`2;{%bqn&sN8%*7As&j(+WN`4RiOz!_5js3%a z*Vrc_f4@^s(yBW$FBx#A5qGiMogDwY_j+jJ21S!gch@6d>m@X~WX?0$mPd%(#3w@_ ztFhgrAyyf2m>XT*j38T{#O(oxXB}l9a51>v1#6Mc3;4pSKf1qZX)dg2t@RS70)nnOS(4KR|%Xn~%vp6>C_J>G<@Mo2;=YHFxt{ zb%D~-Oi1AFVc%t`?LHaH^gB*y%jo|rOu2oAyI!;_PXg$ksiD3gn!Vzt1%Na9wFy0@ ztbSGm1C!19D{UyAVK~hQ2x|(riYGlUW-ZS0@U{E!>hvnt;QKXT@Nv2RQBQ@<*p ze1jhu`ff%2FJr)np+%o-iVevS8OCSgj+`RkQVH04LyqVWCxespb(&X0Yr}1bOzfJKo#V&vCZGQK<$ZAN&$)DhU0ko3Vj{O|#S+{So-!F;( zbM$j-dgBF>QW(PcN0kuO>2r6%m0ODa(82^pcEJXq$J03xg2bd!l zZ53{G{+7=^6Z6sm#VV{#pkM8UYc6Y|K;J#l+FK-9AX^1UKElH$C;3wE17)U*KL}Wn)zXvSdSXfWSB;j|c22swT*lrvRCaAQ=K_M8GVg zFK@Bx)KJQyNl-2Eh#EI4nK4Gc@Wrp7>XD$Qr-En!`s3Sp+mHsmEq>x<^?h6r;Hnt( z<@~mfku`SiO#b%Sc#V?aq{7#+xZt)*KvUkc-d3ZH;Ef7Rj}QLCgBZ_oCAk4Uwc``z_yYz=j zhP@}ydu z7Nae1FA;q2B=$&Q0|1^R#C2z4QGJ3GrtOV7;GrE~h z1h@BSh|$rkAhra|ICEe;G)ukpPKb65qZXObqL#sc`N^cy|k*-GI6+G2?ErRz`P* zDc9l>86L%Ci3Ag3*p|HA?mgLqX|D*Qh zSEcdZDHRPy%Nc5OKxkOkSCJI8Icl7>XfI?XgeUPkPMC;fuT^KI3Njwu3JIk;3oZC4 z0td?3bvg1JkhY8ie7+o0cC1Su-SvM+E)_~T#~rOUM~eXlc+sFf%2bX}pK>K3?$64^ zp=xd3RQ7q#f!AmQdTPcQp^sjQD6X?(k%*=kP0_U5pmh4M2tZPO{ByMtA7HE!uCjczUAoFRn}&G2wAzdI{b3C9lM(7wT2OFA>s zy8md59YkEIq=trpQtV}DgQs4h0azu%dr=N5CBQM<~kVY#I?32aHSYk-)6?IL^rO zKdCF)yS;uJ&N)Zo&x9sn?HAk2;#7l^VxQLxUv*QiQTfy1dRjzAQGzphf?FyU+az7x z(fx8bD{MRQNPpB{$#CWi*XRXly+(#Z@1QKz$0K1;F;}|4m8E2FFZpNDYPl4hwhA|8 zh>1xi+-DWewc>YCsBR@rc8P<&niN{7GMKVmag4+|*xn=>MX^b z2Ej$}?7%-N9r>M7V!cZ#+7qO#Szs%Bw3zxfnal&J53GCE7xbwU7;kzc)B5MFp)PVL zz+zM0=x>8a)uGTBae&%>$8btvJG$+k#&1$VJJ|9YI8lYlPvQLzQv%|2fUAsir2Z|` ziO|9V6=ZEiP}5^9*-ubRocC9m?ayBRe-t=D8nRhk8EPA}M=HUJW{+S>(3P8hgzLXo zRFZsgd#m|*+?-E!-fVF5jchCmk3M-E7E@#`P0wg#={+C0sJi;5%zi9i3i&b4So?)A zG9q)*s^3le!NEZYk`Fw67IqEu6r=N1H7pr z>C&r1eo<$|tb2PM)r8fSM~$kEySsXUicL9sSH+GL`t7fqiuKyxiMiBa^ZNVrWXP*W z_4X~N&)RlwP9GR(YMeZpHYgV-9at#NCb%~QbQd3c>$*Uu z(_4CnAM=u!XJdHvO>fp7=(_;FS~WZR{%Fo}{QCrKP^H$ysV8IBbWolLe0Cm?KQqNs z&RX?1r`-I8pJ)>F+530hIz@lIrmNoy+&gL-F#O@u?#Nrwtlacq{D^gB2H&h#rPDO2 z|Iet&>FJe*--zC%2@9}(I!o<(qjP2|xO~)b|Lu65^ZLZ#fM8j%JaTwH#Y;63`}@3%6yoQ zzWM(VKhAaxR$9WEg%r8v+M%%YU-kQfA9$6ztV({h`{a0N+8pelJu5Cr`9T(7D^KZ{ zd8^Ir<}(Co)*+b(xXOfa1t~Q$bK3PNo;ehhCk7@XxQ3(nR^-TS#BX+JJ~|}TlezWx zP3r~SxW_HH?&LQYRrO+1rJ2B+Z1~H~M<|5~p9IH2;_o<*@T`KN1WuSWk+LJr06CxA z+iyo6-Kw{^6@=>IEt>%iI2m7(Ne@ECAg1?0otUAR2u6Q5K=MFEY{$ zN>o3Tkoi^ba{M&q_)3$Rn=uqoa`^B9=zm9ctRhtE})Nv*Tbo2%ub_ZGR3^LMs=nL@P z0D1gHwW}>#|L1`|bY{}AO#6}cgG-?ALzW%0wcqLZvn%Licet_8der`QA;|X=kpEJ+rfo^b*FRd6d$eqIJnIhdwJqNba?x^q0QzfO+J?0aP6wJa z+!=7xI??u`?Yj}+d;l`gI^PK3Z42-;U;P26#;5H@$K49hj~+inHC+vBpIQwvJqzfV z4m@8BdixA?_$tVE8jS4)I?+1Pz7hi(v@PumvbzkLwp%^h>jF5m9gel^{CGOhdly{O z{;TVNo1w4HuO)zMq(w1C-@ik(FF?OK|LHh!EyzLJm-g*FKpz^1jz8M21_BTJLtkyP z^K5(p-R}vIgZAZE|YPoci*msq~ApzT08&fvNP5gNBSfB9cmfyLdqA+|N_#H>SOLM$NcX z`uk7MI&I;Hsr1V`Pdcae`BeIm!=Jr3sm8ysa?A7IsZ6EcoAUS`4V_cz=f7$?dg;Nb z^j)2r=AC>?D*g7jw+*F68| z390ngca#j9b$2TL!A1Yr^3X3*=~WF26W0e)>2F4zu`YOLD*e#7zwPtJtEu#ggX5{A zzD=b+EnWV3_+P2?$HldWPhP9W+s|v$uMN_arqWNIbouOIQf5CC7^ylIKyZW56 zRQjcE_kT0@2qm}PZ#54156Snv({EeY{T{{NX%9@X}_}UWhJ-2|840r+YrCEUHZ!wH{GT1t`8kM>?M*H$`|GNVZY~VuU7hA z`{8S+yu2WlPG52N*dF_&((gX__xxxO!j$fwi<ZYX!LgtFr{Bs5O8Li*%U37IlYCLn$ls?W_lIujNAh^D{JBfNELC>6Y2xFr zHz#`0Z&yw~X~Lc<;s@zp_VGo@`CXKL@2~%J{Iyj2*{dqAJz3eoi;KVf$1SS=Co9(+ zaN;S-|K6^9?3jlXf1PI3zcyI;^^ceTy-vw%-B&aI^!yu2U(+^Gw-g@L{p9nBk9GT= zcUJc+Q|Z@Nb-7^K|0#d#{Py22cr=xMY~6)NEx#$1e)=Y@aU~ynKSNr1#n`nQDL*Sd zuHLF4xM(lh%MLtG`LX`vAkq{18^)tAKJVNqevG33=r5CBeW2`Y%o9ULE4sh#H2H|l zFG{6vs6O`oOHNeRA3kTmI;F4G*ABdH{{;0@#^34615)Yb8Any}-~GNx|JsH84(;xp zV`tvK{ODBr&MPl||Gf$&#~!zQ{_O)Q-W*@~z|xrV->3KP{><4#AL{Rp2Q){@K2MAM zIH`}4`>qEm*H?aXQipj1mA`y+;Em4*pCWz1{*UytLu#w`9Ft04U-MS1?EO^wpVzOu zbhW6>mcJwK8yBU73ojD-S*9U+)bg z`rkUG*In;ysrcCCSQQ$`-q5etXhT}m0ZdW`shGqx1V47`c~UsMRp2t zbiI}NM{)GKHQ(%c%$^EP_4KF88i_v4OW)2KbXu37qF1@s3MGe2cDnzG!@H-_O6%8N zzL@f(N`AfTE>`jNlo89$x>t?g`licPDE+^AP1UFWoI~>X^2G;U-*^J$5v`7uYf|a2 z?wNb_zq*hefL$AUAHBHS@WDzRne;F)l~%!{@vD1?-_=vMQ6f})FZlSeF>jMyfAiU{ zyR2DG@_+2%8+u)?^6XcW&*(Qr(fj((Kit35wUob5j`t3qalku=lD(jvV}3?`X?Dhc znM$iH_T0BG5?{+o-+t?guBr7p91T)-zHY$H^B4X=@nr33>ARPGqVzKAn!i4nr0a<1 zuh*v(YO>$E!qsaoQS|?1j*{%l|)r{d=g838JO zK09QGQ_EExJ@BE&ADl}4K3aIyv1cg#=qjx41d{73!A{?A`y9njv_F&s+5^@Jm^Uy_ zLmXJ&K?ev`-#vK7F{6feBYh)3SYN!kc1nlyN(la4C+>2~%AZx7$_S3~BHHl>6Z%Y_ zsN$?PlWUY;>M(KcYO?otdyl)lR?!3dAPrpfuRFHx`|^_mNe-C59-8o3_k)%F-a6#C z13KM9^~~L`zh1Pfifhkbc2 zhg((ry6Mh)&OL87`6bq+n6FkId&C{H75~3V`H}@LlC;#Z*5ZR6DVziS?8S@9SFUWJ5u4kCShuz&ZiuPQ&!gj*%255{eJ)gwm`|Juvv&Qx~%~_V)hIJ{Res^w+ogi}Om!t})L-J!#~Q@f-ag^TF%O zO4bhTOMGMed-}Y8d@*`5*$2i0%*S~BjXAIE@V%;E9`AMXx<~6w{9fN(MgJL{C~u?x zVSY#cG0$LJ`S{IYXI}R>&5zK|u-^D8V=!drD1VUidTX`zG>QxB>uV;=Rdv~#`eU}+ z{4uIOb+~!{G4d0%k9%iLId=&iv{p9l}pSo!39P)3SmC7bj z9DVot|6D)j8;Xyg{G>8ggw=~+uV`0T7k$+Ei67RMQ#^(H>x=q7-EXMM_c|P`Rd&Ck zaqQnatfu+xSKY2rtkOLA_Tz5<>eRzkJXN!}UAt0!sKZ|TKNPpFeY&Q@(F4ei(Ec#r zfBw!RQ{Ga1-TPu`r@<#to%;13#_m>GN_q0j3?L!0QaYN09hJQbb_{IE(armq6r#<%PdzpVjK6~W(TTeSs%^y@X8@zNCi}#=> z^e-HT^GKu*`9pqjK6|U4h`mDb>)xq*JoR;$j#v+1J$`p^^RK?&ll1n*yy(-Gs{7ZL zcYpun>57l7rd@RHB)X4r1oI2}(=-44<3B1@JihnZ=;b|Dk$!ZwS)}aj%Zvjl|GD|1 zSqC?fT_Zf4Uuh|B*ID_?ZIPkp{zP)cc?Q-|cwBi)&8CZ#zkd4h{9OY7Osx;@{Qg0+ zPNDULXLKQch0<@P09W~JVfVW)_=@~(Ri;2Eec?Pyi*@4@$e;iHwesk1$bYf!L%rB_ z9i#U$P zal-ye1ze*qp-(BNQh+l?;6ZsH+>y`^k7(y35Dtz9eAsW8;0MQz6!eZpdM83i}%U+|2(hIrDzwf2hAwfe+&V-XDT|OTQHMXzUFA%R_FX zmMvR$R_BY1zQ&-P2|F2u{e|9xXJL_5d*OK9gZpN$mxVx+)p z;*ijT@ke3TM!q7x%Dg1?Yw{At4;U}^T_S%bu1WjDBg#?83H4#(KlC?#fOMcg3;!|s zQsf=vFDt%Fzr>@^o3T#;&)B!%e+=Rm`jmMGJak zq!@4Vj?mjE!5`i?c@M_P_-o?2;AfbWuh6T3EAltmh2#h0snMT^_ai@d;u|6OlKMdX z$@&2KM7fy!B>WojBRu1em{-sb1zzLdLcZv4CZBucS&SE6^_D!!ddbKKa*FSp#p?uT&XJQ3>!S(l;xU|u%)Ps9VX6FizY1LxAO4Bf)- zv*sIu&f$VDq}$YSI9|xFRL~>sNyhi#fnWNRs+Q4eiB|@-S*Y7>gN*kud2}N!TDwh6!RQWLS+d zg2NnB*bp2{CJlee(iz`Tqo-KXSYk9u5MvePW@tPbBWDODiLy9R84fd1CX5FJV{rza z2rDl)1jHj`9I;s3NP|=m4woCQr)Fn(VACDOdl};&2 z#Y1s2hj@rW4Tl*EG218KPN-Nw-o#8Yl)&pn@fgEO0VPBh7LS+H$Y_EvMWc)w!W54) zYAPtA#1jbZlXJW6)OtTq;=P!KPt>(MA#ZM=fWi6EX*Qdp@7lhHF>#=&`C=pL+KSuXJ>4Xl5EU z-VlsY>I+B0yx2iK7g1FZOI8pJDn+6Rs$5iIhvErVn5t3rrf|n59no@DriBueP*~X& z|(5JT_st(NhJ9sipieMQYlDlqc%iVu%(_jCB6h- zCSo(E2rIT!cVdvII2NT*pq98Q)Tr9vql;}bb1 z;|LG7aZZAXLo5v`Ltqs1IU_~h7|T6M$k->CNU~WD6(dQu5RqUDPvtBnk?HCxo$B8Z zi!*EzuUr7B3=qI*g5f72@m!K5`;UYuf~Z8yY?#f;*qkpOjj%-`me9*tY-2_oWhIcB zWRtCgE7(}(j}f9-O>#^|=QG(DxpE|IilAVWtSrjr>MF31E~8{|u_P<^_{@;aWx|OF zD@{nSY=*(sC1O+-1ldF>9$~pDM7FAM5_=J1gJ#mvBrg||yzFNaC1P6{4V#5C17hoT z@d`H6Ohj0Gr>Pp(WsH20`CpuwVKl@YA<3o&Y;wtyQ;fnyIBd)*$V$RUjL&zNy4jkF zn&q<+oiB{Ac}+QEHcD$bVYX_lDqxmdS#n}*CD@Ek1u9BZ@d%R?%h&O879pv)R3#r} zBvxFifI!tVCx-{cC<`ELN?y*^QrXO~BF?NkLO#@r~v3eyNH!zw6Esmx?-E6mn8qO2ecQI?9c_4EjjY|L6K*xE*dB3_sZhhT!K zILW5?j{1gC!xkjt6>K4bO7 zc!r>88i_C!bK2R{04`xlV?laO5=^kg1h$Zrh>;(w(8~xTD@d@4BSOxo=516tCyoCF z*?KZxt4r_|);KdyHb)JyhcFRl!eO>X6G`w0K+;RHXh3~}G#w7o{6h&T&J5dNQnbgc z%wxMCJ~<4)t**1HnySj?G*r#k-(~qF)2pab_v)Z}_sR6Mf*r-^A{gCi;iCG+MGfXz z9E&acBOW85f57G|(|)mO>AwN)>GL1$YyAE^e&5Q_ z=Qy7%&RvfIfb#=f>j$(K1MTp+xD0(k`&h&KtG>ZZ|E1IqnyV&DsuwS4sBUbmsjq9C zR5!bNF_T*kyp!7kFT&{taEkJ41>wli9I%3D@l&dn)Gsm*;^)p?&`{r052reAmRi&ImGE8LEH&_; zpLwbO@z1_|=DRVQr=CCQgBQvl+%dK4`pMzH?Y_j|1$d?(j{E%W8&@~n8(4L1;M98$ z+39&hAL2!L(9h6$<>SldO*?rx@`3ajya*5a(T}cZ$#vUc`(wt(AQtND-7!8FffhQV z>|s9&*g`Apb7_0{SynPP3Td_*9Fa@3wGK0DtLkRqNkjdjxf+hPtD@BB%k;lnQ?J=a z;adj6Ts3L|o~S&!s5+lw!0htL=wzw-Z^MQS7`LD>$OIq#?|XKA3&W>fNWk9{H?V-E z=?~zKNtttF4<_iCzn2<2$qGKjhc0SFQFl0^W_Hs&JgKWHYnYGmpuVA|x~{3JNrh*N z2j8MyHaL-p;9R7mU`91TD=VJ1T4iL-22r&h#6P*!T9{x=Y&Oxlcuq}iZ9WB<#y3Ux zP(>9MV$W^JR-*2=yM)wPh3`6*EtWWCJQa;2;8ebAod|l(Qd9<+k41W9-=a*lrY!ARh}S#pNVfbyHPfn9F~Z`x@LKkWK^pgZ&VTQ1}7d#U&_ zi4559-Y+zpSm-kI;P~d+G7dIiKgOf}8!LUR@Ew(Xw!VrE^_l6QleNg+U3B2;s2k0y zpTA&HQ}v8YMVCVrN@babwK+xh;1<~59v>X2Gf7u-PLba- zV*-E0YbEG-wKa9s)pfHGr9M5hzNXHtbniB&wr0VC>e(}@%A%*=SG^SHAs}Vl7oX_-l6{< zEDUluTS>+sI2=m`cFh=M2Op#KxIWwtyxC(rG&WVuI?UsuSSq$2LJ01nH|NHssPB5w z*PLtaXJg+im6<-lp^iRFv(!2qXQ(;)oGoz$th`bfNIz4gVgVRrTF;&f9#K_uI97AT zQpa9XA|7k55~HxD%#n(^Md-u8dflOtErn;-B8n1M)h{L#(DKel+{+x z)g`-QJ!`=RS|@X^_e|02Jd+e(Rdutf&EjCjK>5O;UOg`EUh+ZOEIis0nwRZWC;j+Py z&Gd-Mc15(VBGxoh5o_8N(W;8b;B8K5I;&j~t*VF&p5}PO+3kvGT}ABDOhxR{u87uC zgllVmir+k0{ue*R=M{EgE0Os;p2dFu!hVG=j^Z=kUI@VZ3F&%s?y=nKiMT`amwsJ# z3b?wS>nx3{z9}`0 zxwhrl*R zxY6_SWBI&12-@gsWm|BOMV35*X-U`M%sNNpu-;9Cb@mhIefad3!wERyjO63gaUzcU z$z^;;ade?$qB!4~(;?x>>v#+R|7g{nEa$6Nlb|npzP1ds>;T9j05U)e?X=X~H}e?w zuSMQAn!ybMEogP{eqk}nmcLqtkq+&I^H&70Hn+U(BoDjDOCJH~$7HxOmt9vOJMPUb zkt2^F7>Sw-OVXOhzxJgct36x&|64RIX)l_nU%MF=R5bmuO^T+)1r|+9+l!{mzxJZZ zYA>4Fi>CH$^*@@ee#N5ci1wn1`n8*3K}FNzHYu78FR*AjuDxi={A(|otoEX*y=ZFB zR{x{fs*Q`LmhPO;=>5KrxEreq3PrR55J~*0_ zusTk3d>7gyS+#$~mA>L?0+*x5%=)IL`uQHAtf&1kfHL##fJ`@YyR-hyz8NRu&v7;wnlgxo2nX` zaG+)R4Qxs2;w1=mKX5UOGaLPQLeTJZFz9X3tf;FHG&*o_sm1>l>Y$pI35*uA{sEs0 zy+qC|J6ql>5Io4YAi$H6HC8uGt(u=nx;`rnRT5s2WLZO1UFO@| zmgUT^KLU%*0o|z~3#=RXVkh`RBxhnRC&yY%@D#7LnvMm*vF>o2+sk9X3ZCJXQneLp zOWD-2HP;tlPXcjjo`;C*$fv$O(umTwK3oF{faU`r_8%;?xZs(1Zl}=TS$xf*_fpI8 z57S$aHGaJVYvNzCQhi&1H>nd$fe&`5xnNM`P zoc(IrWknBdhG^HMcTj& z%Z{`fr;e~XbB(ZR$&Bp@W3|m_`_eYk2hMfMR8tTutlEJ#JnK-n)*t%FvHbyGU+5oI zZ2-`}iE2~f{-!|B=5WL|5a`pz~sJ5*K&g*<|YIrGzb9n(ccTjCd51fzs;GCe^P7LP@1>l^h+AbbA zKk&gh8O9;bFABgpMYY{LaQ@o|=k72La0WUQfODE^d%EKcZ0v(`Z`GzVoI?x1xvyo% zD>s}mADr4p|G;pj3cz`gY6pAZoaTe`5EzFz56pp6$3gAGICbW^v?I_m3+_z%ZrUzVm$G)>yW`Vc$c2;2tLW*80FzGq;RSVc$9*xb>p%0w1^wE!%If zZ-WoqM$xy)2ks)v_6_WNxDVVTMBl|eaP?$xI_vvKAGk+~zDN1MJ=(Hu9Qz*Q1NT_b zcc~BD<1E{bvG4Ida8D3@|76*@ZKh@Cq7yCeyj-H%$(Eg)POUl0swIjp_25;~b&U^Q*Tel>yh{1q-~;n!xG#CV1$bR1c)eBd zdb{8i$Lqg!jJwk+Xf{2@Yf2hysBRKNJto#;H(0I{>nbt5T(QCDzC8NOs;3B&_meF8 zO_TM%62_+fF-q^7OI#@O6RwzmOW}@^{l!F^gg-Y+_??_xulHlh-dQrkMNIjKyR$D7 zfeR!PU7Y>*koUVf@8?)eu;EL(yy)k6x;gO-mUMJ?-XA9KZ&VPS?yDz~&U}ofhn1g4 zc2P6gs=7w|bGRHpPs`nkdd;q$Q?;nJX@=WC%f%c^EPu!8VL4Ysv+l7kMo0;0_`O;R z-*WzQvt)_aPx8GjKgkErmHqoT`UlU;<=%a**5}uSuQrvV#H;!0XZc2m2~rOIEq4R$ zlQGQMGiqz**EBWG$V4s6Tclhi=J&WVzyApkY~UB<3KSdrlb;p92C)A6d=twzP>k|& z;I1R^yM{1HABVrWuS5cSxEY8a zpIbDO&w;JNCwmq&zv|HX1`i?!6~r_%*$mJbjrEHfX60J(AKXkq3~6;i)YN$jVra7k zp@HTnh+)kX#PC)TM4+>m<(C%3yAzHZyb;ahb7ZUV$%>7}>RG;zx<(bmc<|C(jE`<6 z<73)_aX+`;vLMC@a6bbWEPlqK#%hkl4cS)Bl*-sPk%~_YC~J{aSRBYlD&v|dl~5~7 zrK=_$e?r`q(r`gy30~zlM{|Q8al)sW>vkR_cbZ+@R8>__mdbCn?=+sW`lOLfeYvDo#d+VW#O)x6xyEarI>|ZC5LP_5anVd4!h?$sEc3Zt)KDf6O)h{ydE{_*ZDj#W zaf}PzEhi)nrkD6K-O=6%+6;pH7~U;EhNatF<2AGD(oj~_;5UPx$^h&0-F*?+yW!}( zXsjP&5}%)`?~xzld24!_Re+}b&AV+hy=N;kyjLL%`hgk>j@nU|u z<+S2`eBs*rI19C6iC6NEdyR4LG3_0-^o7DJWWPwvY#U7@fwn$u#?sLuOYS7yVU`BSc7|^^|6cP z+#_wjRbf9=(&xCRdLzrZce*7FF2aM zK~}~dE<$?6GPpBT=SmR;KJy=Si&Fbr1#=n^bRQi zo<1+lz_r&n_4zO#_}TQ@<2d|M2H%g);RV3a=c8=?FU9*KeBist^->9cRGxH>EC7x^ z-_oY@a=bs<2fhoPmr3|rGWY?w??>;L0^sTMG8^udcz-J&_%8HbA>o%f>AfNsy<-c2 zr_aMS+^g{ZxWeeYO2Q8__H)HqO(8$DAfC_!?<>lK|l_zT=E1xQ^53 zQ{05R#8tSomZS%Y<;|P~PiZE>d|Ut)@$~iGGw1g5hd!SQN3jZ-D>U3A@lAE$v+sMu zb6@81f~U`?!EuiQ z!ClB&F1U@X<$}A2wOnwIU@aHiC9LIwdn9YQ;2zCdF1W|CmJ9B2tmT4x0&6o}+DWXr z<>iy1odWGt)=tl}oek|=k9Ia|f6lXA2<;+|b|Gt*K)aN+%UQbu+SRP#HRSc0JlnO< zuJdTuvUWqB?M7%fd9)i@y9L@Z)^26(HfYOP!)uz)6R8#WebCI3n%C!mI?`OTBUhGSxSx?3LatGQ9gwvrgIKF!f za`9z(yflPI{;aylqG!@2Zo>S*9$+>g1lY!fpygcDhOGy%altYx1)6zW)+t?T;A9$~ zr4>WNkAZb$tur*7y>(@+v&(%xgX`?kx=?HBcSyB|U*!`CE}_4zvt=aM1n8`@^7{m0 ze~?cx^z8(Fy1=n3^z97%XfNLiVE4D^AzxqkThCOqx9jCNJ!{q3aC^)75itGtB=}p? ztY-(?0DeuQp1tlQ=-CvGn*lwW2zoXbxCa7k#I1SV8E7g7c!L4QP=Gxgj-_yI1RVKC zz4WzV7Dc_$0>+kb+)BV03)jow+87379N-uNy3!ST0nyU)mHke%1J5UzUMj)+2UGbO zN$t@@XEXzNhxx`y3rm>Q5XIu@;mG?V3;SpgC zGn8kGx5xDW@zIPzzQ^hJ3Sj4gz}nxJ^pcbQ*F%qT`F4UE?k+wuEr6!`Jrc0%4seZE ze8nTHKoDQw*i7CRU*Cwz`~F|w@cAlhLz&wfn_eRH^XeY0BiaYNMCh!+vdz21aX)yU zyx*&p=;+-tQRn(nt!3r5Xs@xFygrs|6?XwvUwtk2DA28;TBY@d8C8pG8htp@AjAhO z1_;UBD{j-ItE<|4YI|vOv=%*^(UwqmkKgKE@d^Ml3 z4h=PP=lO9aj{(SiSeD|G$9#Wx$v(HGfDfCnH0`w19)qQ+_}A+D@o<7ylA%lFRG0jT zJh$Q=#(PngHs5vt(dQkTA=^$)+1}sQvdx#S&Q7|{YAd>WSlLkwr$2l;RLtnn=ORDn zdJuO%oa0_DNB%{*d&6_j>t67Fu*|;Y2asOAZ&@F^!cohpP~G&h9J+bn_hK`>opk-B zt?1IYdcsi@6S?f*0j@WMV_8|nM=t&Q!r{~XKDI0##B-bq=GZfO3Gd(9duqE`PJPY; z{9P@KtM-F##D)6pXHonkzg=&Xh;()nbn<@~ciF#!cqp-4GNrtTsXvcR(`UDZpaW1w zX}JCKqJtFPzZL0dslx3w6`}A-(%f&Ma8vyhqTJRLY5?j+gjcuJ$*5OzTbT1|_z1B( zv>vR|s37A^<)o^c17noZCtTAGoUc{^eS(QN_zD;Kc+zT;S zqk*0XqsI%U9-FZ2tvGtOt^Pv1-i>=U^p8NF3b?L!+U^g3>%Mwx&Lz-S!^MT=ZJ?jN zukA?hxc!@;1?^wcvK`R8J)^nOrQZ$!PuuYQAm{Ngc7kQw;FFeZCp!bbyTDQFUfZo+ ztR4ikY8_5w# zVxhZK-ghoU2jnt{e8I*McDpaAs;jOon_1s5+x5d_Ui7*=DD?i=c2&bHG1R%%oxND- zzqFn8!1YwG#Xzx^o%gq7*_dZ?ttz>(T(qFZM~H5e`mKB`xJOC}i52TyzhZTs+e#IO zCsw%S*Md*UvEpqw-za169#1R^TLurhek8?ZEjt&SGu_~*>kqjJ*-uE$HSR1Wb(TUZ zDTq$ym3Gj``uLt3O=8_Vr{a2BzKf_?{l$WH)}s%xVEr#Qc#?iUe*8bbOfu?PT{pXN zM%4oQ=L|Un=dv<$%Fc=mAxbZaD2|F!duX5Mj zEtlwjm*$Yy5X;{;hdS>^Mf~yIdXrCOGR*Sz)vVvH7;gE=IrsO2#rKG_>|=!EeqdWa z`1$ZBzB}w0i}bI?&aA1co-M|U&j?fOYFsq4v8kqMQ4`OQtmocdm;zPeMhU+;&Utfr z4u0X`WAKR$&g-t|kap09%ZWF@vt z(fI9<%&|toZ!#3G#lz%0I{#noOPFIxcLg z+f8qsC~K--+*IcLS)^EQVLLKX>nraUB`l6orwr`eDw#y-u?OPy}l$TIu)jM~?{5nDj%tI^^ zn!0zG*F7()G=r5^^9?)SH5`{8i(Y}}&VADXv)MwgEfw;}r`T$}M?NJv_@sT^v`O4v zp0^i-dRXEEQk9zw`DyP7V+UBY*#b9^1Yk7)H$mWLfdDL>1YmUlH$kZW594`vtMG^R z8!>&L9)1s-33@o`IBz63qAt&W!_EbY4MF6 z_KFHVE62?Zv>_$;D&gP!*lg(^As}LT3m}?6-4&-B* zLFjvf95`uKtM3hl<4`ybfg^rUYq$;1e0*`3EvIeqd;}az;RqiDdJON6w8!s_=VPpv zKbzl@>B>!(zs9rqe0Vs}hli~g4=CT?WE06a8_9H3&}cY{nMr|P9&^q-yy3XdWW3;L zx-`8;>8sWoDd>A4IF?!TH5+{lXLt-gi9G6R92KbfmEWMzK?tA!6EmAX8@JLNteR8)Y znzTRDRhTCA*nBjpr)Ie{nS$f?R=XzMB@lplUjXKKNW*BLp~$ECNW}5QpVn^8<-aAC zTxn6rFC^4gTEE`hv90X~;r~|TKZClay&D{$90*C(C zXRd9mCjRR9sACBFHD9~IjEmcXbu7@nQfyJ?&v!eV%l5ZiKV$FuTgeviV9_{O`=IqX zJ4VpQxh<=(efpNw`ai(XUBGe6+oCmR3-f(W-P>OqIg~ItXj=T%8&DSPUo&X5 z;@tn4kznJ46Mzneu{Ks9`A>pkJ9;f(;9=)Qcr zXdmd)503qzug0?-^wnEqaU1^jVmxlK#x~HRt@rvk7~pL#;ORU!Ou*|4e{0@K0Uy7H zIZjvgxZ^Nw+i(UE61c(wm(Fo94_sPr&IfaaepAA^6E8a+ zWj{b;-Wx=NPB?A6LA3B4QN_M;%ib31|M8x}w}p1}#c#(1-e2S$T54&iuB)0~ zJ!5uNQfaq+CgI$PoBg4J96N9G#?#FgPJZ9naDyv$<~CD4 z?wj5;eCH-!`!N{5-=mfA^ejw1t+vUxq*dhS{jHH+mVapLZFz?meZNm(ba>idUk9Av zQxcEZh+B{zz2vL^*(JLR) z^3?zGmAxh6FfZYYGUxd{Vh>up?59V%mgV@~K-MF6dm0mb2G4a`$zv(Wu?^tYdt_|O zs1Y}Ux2Ur!qext ztp;=5#ujbEDS+-363@m?x>poPw=X=jy`z`f*W8x8@X-QJ{rDFWuzwfU_@jp&Ia+Vl z`sQf(2K=V1ZOq!{1vXqd9?sej)_OtXk09{c2-f&xh*8k+kpMnk*b-V9Yg@9GFRpQ{ zg`goWd?XQp=Jr@2!r=BQd`VC@z1*jNTgq!$a4h?K1^u19yoqsgmen>(g#5n7)5D@K zazx?pAjo2S%eEnHhg(?mcDkliKclXG#;n?!1x^ODzB=5aFs53xiYCYTDYmDtP_h+UV)-f-_zpfRs-;#_qI1=* z(AVsP&v_Z5kkhZCA2E;ITniUHaPcAlrY#pOeB?Hk_y4Wr*25{c z_C<+SUX;KId?EHw(#mx7v}m!R5P$CdtLlOD|Lfu<{kJAwTqsd|J&*AFiBf z{-?ABUW7ACz-g_87QDX^YdtOJzE3vsckK7{YkY6#rUkY^&=BX~Jljy#h85UwAx7gH zox3%60c4r?0*L?TCwB+kJZu&IdpX)xbw1NMtTWhvrd!t=TUqYEk%Rrw4*0&PO)dJ= zWC!Ti&!W%tjf8t8KxYNmfu>V0K%^{Mkn>vjz&%o$pUr@$N}!=X=-Z1HtxsH(8wvKn zX(_d6&-qM23odeC!@a>{ELybFw9I0(Y-!OV$ymU*F^n4r=ON%H3~MD+r!xLE@OAjF?J^yJJAR4WRJ0v zVC=4J>~7F^cNn_|^qp$icD|?8lEtO$pMY>KE(PTRj@+l}x*yeNF)HWcmUGc5dvQxF z`ZRlSODqQc?iRPi;!@7VEwR|t;>9h$O<-=*aj}k+wHPKgb!C0jM63-Bm-odQPeETc zl>F&`QonADy=7Dz&mTA1qD4xe6nAI~zd{LxQk)cPC=SIXK?{ZA4k2g@6n8C7(c*5w zwPkCx*oX)2+Jn0~0jfq@`!LYc66}^4*$7&HZkshjaa&^} z%+C7$&2W38&d>sBlX>a}AR@SjC zo2-%qd;bNKJ>}&mhkA<3(uZDnn))ab{Rd|2Ys)6L5~Qq~r=2pz(ycR3Ezy z!)ip#lyN$ZIfF{euM+sUS`UQ)JMSm|)**0=Uim#eqmmoh;VEMYtkz`_q97eMz!Md2 z3^mqumdkqVL~%b~3K)&Milnm;3>nWKwpdWU;2<^y+0cBgp6#PiY9E(|le(zo%}f(N z8nM@(XQ^Ag0gF*QzkFHp%tNu>dfLR9VV`Dd_}W++R{fScH_ZP17Ymm&bdNTAx#Ysp zix(4E-g!%6H+ZO~B}4=oeJ`jl2JZ$=HW%I=RtU65gwM`{W6Eplezl^Ci$;xjVW%_;;&k2UnzbOD6n%^#T zjwIGgUZF$VoJiYDGYK&b9Z)ym?eMF28Ah;EBr*cmj#(6zFNppYy9HbrNJM;dzglY) zv=HkdjEVwb2&!IUm)-zV(H7%|sU$aFJvSdD0_64k!!%FB&t|+{`Ft{1O<0Lqy{B3@ zAF%oS489^SSr4qT0>v!+&WpTuy_gff#}uF$XCUr!i{k&*mf7oOep5lnQD`6Mx`Mc} z>sH}EUv6sZA0u2B`*LU;aVq-5ygxXc^a2u{yWnkJhbNO8VF*Hr>$`}{*;Ef)wIj4K ziV)g+@tD^ofzPmzq1DRPG(5xx*U;)s&UDMkc4g1uBOVt*Ru1d*3cxzKc(6Tb8jYb) zJ#jta4Nou{Z3mz9$%-q3u7Q`BpdK)M3*yWa!4(XK z4h6W&Ix*u?4vdLmCWdKb?dDJbJ#pW}mnWt{GUT>5gRYOhn9=W?{%vfnC>aGe@!3+l z#bh%l-dQqly?^P`ts230)(}B2iTI^Q{;^^B7M6#GXsl&MG1}Hb`V(*-)=NGb+M?gi zIci@Zp0y?bxZitXl>BN2A`m|BrPv#SYg3In!SRqn5?Lgjjk92xD#Aw~Q@2!Dy2dv0@ouKtli-b}=1>hsJz z0&R0v52vsPv>U|du0fW!C&>M@s-`C`x}Em?}Qh7+1Sgv|fRz z0t_U6{pKm)<^EImsX$D((X}!63Y0(8@^8=}mXX8=KEkm#$Y?7QM_4d}pPJc@3&t@Yu+(#E!(1=sUGnwl>6OvV9P;g3=s=tt|Yn_hJ9ZOXs3JAxcq zTA-VZE27Xt{q>1G@GD_j%|ZXhE1=so%i4=q71HE3Pj=0GkE~T}hXd$H_8Dwa<9j@^ zc2}dMTRf=^H$L)9mfdx9_IWZxDfCUpRq|PQP&Z*c?nHC4_mA#(Dg%x2Pq5t71vc|I zCjjb~DU2{NxX)evYO~-Od%DKsK6`eqIJl*wa($U+O@veZHXPq9U)A^vwByNT0fGoV zIydE9Og;5}I2l@NETz0;xF0*mm@`{4->!Cz8}sQZn@bM42ZSx1t%K~^tX^JOQ|oMT z65FudEyRu5wOgiWA;Hq`@tr$T$&xC?aDk~&#C#E~tMpHW-|-qjulzVhb<(9LXacT1Z z^ej}sJLpoK08x>XA)`rqj|9OKqL!`uzB^$%pLMs}(e`Z+!staBcJC zMlr*TXF5)S&gg#4jq$*pNg+~gVtPZZrNS#s0Y&JN*J+H!13GaE>ugpmT+`nrAnVd(911!6fpCEHppC(5J)K=}N8?e&GA& zHJbv@AVb4&$!rd)LO`UYt1*H@EPYzIu#1ix>883E(`ZUS6$2i zFobqwFH3i=IAIDhYto&&a#EWs9oib%KM&_9rr+n8FW|YmFT0nXer7ROHQM<5-&}!f zDi-Pvtglo1V=EFPC*@kLr6!~!1UYf{gl~;iCnpq%3*ktTZx~}4G z@>>OtyIt1XD=#G=GGUI4ZyTiD%LTUMyA<|Kl=_!Kba+T(5yn`9$9wH>Y3yR*^=!lb zvY_BJGxiZ!AaZeB>DBH(X{NcmD5j!`V0^wiTOh%Z<}v?32ilVHhWpm%E>4pD198)? zjn!PutbJIhW1t?^L=u+XdAs_aTKC)5Gio11Gl!3|&v&NbVV%jx52WcuxNAq6I_gj# zj9R~){YF6AA`tpmGvf^p4dd-OU)@s=-Ej@(CsAlU!<=97{UtUI88#R0%sZ<5&HaCS z{0=kM>h2acBzBX>yj<``jo)cm3{ip5-CO%!Se{Qn_f5l*_4N>UkG=4LwJMxV2a&rw zV(M8#9e-HB{G2r8l^Q?oD`SNQ((C7b)hvOQn_8xgJX*rMyaS(#1b=?LWpu-O3Gpx; zS@?X6Q+?FxC$-RJ(C3DL8XDKJRvg!N3>M`&)9vh7D0YE5W{EuhG$z`c#?FYxsx6Fh zpVkqy@_J>q@7`C(jgSIFM=}xqdrSBP^)zKRL0#W|ted=N?9=@c+zYyK4&*SMVdg)s zBUL?>_7(34(0;HD_0PF1CEfJ=?;(S|%lfPc*r6@{dTV$@YwL#=*x@@9>!35N4b*w8eg*tRmzmNm0$W zsc0DEUNdu<2KGz;vCJVY02obL=*y{mc3l2qi~8+6eXLzwDoM;a6=o)!gyNJrHc)cVPqXI+K3` zW)<^COQa70?wXbD49&|KB)NZBc3)SU)PF!WdmV2*C;vlDBm5l~L^WfD@O zd-h=L>?1zXtJ{qoSLZ|*i;O(H&SOoWN$`n|xD^R5&MG`mfXs%*L z%y>tOk!nVJ^lMeQS#5RWaV3Jp$>{l+-20?!2;u6z z>FT}mA<*5-fnc#r#0|Q+ZmqXKz*#1g(ooHEfWD#TyC1hL+h3YW(UG5B)@n77ig{Yl zi2t3$9#|7yPh${TPqW}xpOlPlTO_X23J3i$znNR<$R)w(&>{{goD5!kMx_T5zA5KV z-=48h;Q1+@fq1=9-TOQ6({@P+V|3I9Z5mlTtX!t{i}hOV_@JUs7cT0FNaS_VomP1pDrl2Q$9jJk%6di!HxaD z{O752^9?IqGI8dz<}!QI;%?63IZF2Kc(Af>!M@wsc`75nY^G(>LUL;@8`$^a-Z^pT=iJFV)>hyEtlQI~NdS$9D6df}_@i*} z?+@7KL5OYl)IYP}SmFzTS7X+jF9hN>Nad31*O12r?^Z}>nD`AJct`sLfHthq7iL>A z0rE??>y9gV_+@H}B%(LT0<)DMYqVNs>f{mM5mJG$AN5~&Q|WbG-|E#mUQJ@l=0>p z=LMY!(mM_0EbkIo7}N9UW=y<=dnF{6Mv3#ABw|pDN9+$j)^zT_OFNXrpQ_*cJ<1kg z)jdv0;0f#LZ~eJ12G|Gm6l$WM&D^S0bB*H;VCiW^CNP1%`A=sVNy$iM9DKjj=q)v$n{*;XLYAdmPq`)}R;RutMz>Cbp) zaa>7*BheNcyD|i4o7QIcu%%RTRpwObshz$(`F$~1$<7r)hI zhr)0k+F;|mR)+rGd`)xwe+nZcs&^#rN5DnTHQWF9Coy2lL#Yv#d0XX6`F)&rcNLK+<{0ta0G!lg!R{&R~Zkpu-|?e*ZczGuTMzIS2vZ*m*o zKwv|hF(Piko=Ar~5?jwX*@r!ZpVFlsG4^Unz&`2z2%>3|Z#;p)p$F{qN@b(*Yp!X= zNTYa>3(yagvNZ_5X$+1&Mr9U*llp1*2$&`E1RF86{7`pCVugRO6hX#<{NCy}J@FHP z?%_YEPgSo$=n^-58N1rrDOAJ;^YT{lk%^HU%Uhy zhO_<4tR0DT;gvIw7M6nd-%kmbP+Kj9JNxv>mwxof60%5py1>_0M+y<2C*D9xo}_e z9uoBL>FV>X8RE{EToGfc<`yQRk@&^{NfGzsfFG#eUW;GfyYqH*-f*bO2-(*UxTQT8 zJ~e`bp&Nd;xq-E_TV^wu(qmoCLVY-@e`KxPCun60vq12iVgHh}iq;Kpd;oV&d2&~- zWjaAZDMIdBNTv4)hmD^{3Wqv(5Z z33ap+Cq;RoCm2_0H*@p*YRO9?C+SblI+^yV?UDiF?=k>+UTW8KST<(@?KV( zbP-%eO47Xw02gg~h&z!#AG^$t#G#y+{J(r)q*_rN9H*wR?)ATBE{=jsfn=NnV?=dF zy*^+)Q$*9lk$6c?fmD^ z^)KFOGuT#K=Rhex52QObUJBn1O(sKP`WbAg8UMyFu`>9bp8QJf{OX(r^*Mirt z@h_*HbILQm9_2NCD0vt86oJ3qHGb{7;G5$Z>XbYPuLW-y^eZEYGd(QgD}FlS?~d@} zT^2w1V_KU3?Sfw!R!v&(A#jF8%~CVYFH%S{ptFX2kID`3dC513V>z2*@xd+(B$0Bq zZ8aGk{}?@gArb!ptAn6fEyPBh*z)Kk8yg^aeuyGUc(XQjSBuQ@kNstT=~Ps?wNcTN#+BT8;qq31!+}^SYnE~E@OIBUm*N?7CYos>l zoL8bl-;SI!NvuuSC7cBryY$AV^_+zcvrp_~vYGMIebR-z1ja`Uz5RyR}>?4chC1m)tvNQV*cFFmo&S_pS0KF^K64$fZJic_73Y`RpCbi+X`DR<}Ju%sW;SL@d&QC@j&UtZa0+;sKET*>)sHv;!f`&Lgb4R1aC z`(Uw11+o9av(~MuO2ekumd1g~moD4u*&-F^OdLmlkHlG6VmDF`sv-QN7M769y5ErV zP`TkP5tilDT>E;`MaBlm`(^qn-gw?g8CJrw>5%Ma+Pq9#-b;#DIRBRT4#N=1l$_$X zKZ54t8WK({S3j3-+a0>}>V+X^s3zPd*@Y7 ztq5vRuvhgxT-0sjWm0;Yjp}XZoA_YZSNjn`km2oY4NH_=4GMkqCHS`UwWiMZ&cPmN zo8*C;(R+}O_duyy$~(>0dDukfW6OObAU4c%7w8EL&UdjWO(0ptGC@s1`HTg?*+e;yUUmKEIDu^Df8yO z>fNwp5#B#h&4VyrxnIrfPNq5YV>M3T?;Jf>K=63fDezyLq~j`7W3=nm+UNa|eUae! zU&N%?^-ifqREI0Wx0%T}-$~p^C5be;Hp_i2?hD`*Ubsw)hi@${f(*6RFhzISoVQFU zs?$l)$F@`sDPS|q^imG=y+53^bih*j1tX`WL3v&6xZ?7C`t4EolK5zf(Y_SBg|)DS zq9iFu2+JKC3s;{jt8cv6b(b@8BuWHY0?5UfoIV^aFkQWjpbg`@?!=KfN?_edkaAX- z>AuEz*7EdR%A+4Jh`u15ZQI5e-~a|6udNEla|~*&8{nRQfN=q8K7X|@1b1WKo<^L1 z@XQuh!w55cA93Lmyfctq5f zeLn_K2ke#?0`nM7Has5w5rn#Xj+W|vxo7Vo3nyn@@4=jOi9o<;c1RxKSr)T8GZ*1u z@J@eyIEhXB@feVTcOn?`eFpUCmR8aqcxf4rxCBlL%~Q=YOhlZ&bEIC~@W{K9kOH26 z_v-Tac`oB+Za7rM8KbIn|LlxtiE_c=z4oev+$5v^w*v$WD)Vf%ESeY}2WtIJHSAfAKt@jvnMWb6gblCp@U+l!HmPJv3jnX5nhpk~SFe z_Sdci5R*qFi!X&KTF&eLR>(EsVllI2grqmMJnO zOY&$&$5)gk{he!^yTfkD(BxY``hcq;4j?>HK9C8c%-sj%6Tnu)jSflM7{-xtnw!5Y zcM1ODo)W!bv9`jm%7*3gtuZ?U9#F*rRzt48?(60$PLhPstmQzK$=&>JuPIM=0CxE#$xn|1eUaT@YdL1HI^d4t~01V(?CP`eTt}3zg#cHBw$c|#9NJQ0vZDnS!ury z@C2N(FVP|#TS~b%DK7A~&4Qw?L$Cc@Xj^d&y8~gSjP1g=FHa+`3O2DM6a^HZZNVVR zL)s&v1KM<&cAsz>E7igk%ODAM-%K1Pc|;9i_`|F^+P5Y0(u7f3!j!SoF}ZxRMREFH zKjFUC^gj=ltw66k;$0~bGoKAX=m(Lk)^(p6_Xh#F7lVX*Uf^!QJdz8F5pV?vg*zWn zBOngGcUbClEd}|*n4f#RRq>h=nh1pDu%y9A9;D&UkTKC0gq@g(`^RPJ1^u3hjl9#j zvhd1P=sqNi<%sS!=5}C=#G@?upn*5Y2`oAqd+sGVps^-g|!JcV#(ktl*;aR7gAlmsz#>H8qIJqNAaZ<@LX!9ppX!~h+9DlhY z;zN^zA4tl z#^^Jt>5DH$4;}KwX0Vf#NH%8pp6WOkG8XA5X>%UwcY%Ky=wWw=w(U7GOAb1~+( zWdp)r&&zaGy=9S<`!bP22igr8Pp<>u0iOCJ&E~KeH}h$!@1P;r_Zy1x8XLm`ez&I{ z9jf7&P3LEg@La zXcJIA1`W0^T**P^keI8yQrwkix96@g_FGN4Fy`yJRgx&xpAAuG z`!Z{m!pyh$ZQ+aKqZDM@W{klozFWFpqyN@>uL78BRO5n;7c*t=<2)a2ML5MB$a`Sr z9@E?n-BJ(UL8MqvZ_6x=;U6T}jf7WXTtkW&9G1DJZ7Is*g$C8P1u5NEn+$~#+ycNg z9D6(bqido`{W?E*Q<65lVht^0uL$RbP)vikqcN(D8UBt`yrlF;fD`_ufw(rA; zW{Qc!{BR|j@OS)NCX>VTsYL_M4`hcoLQMBxwsX&rkiytlzGC@DvLLd|?=J^@C~1SY znpnzia#~rLXlY^q>7%7ompK`Jz(AH;8IY{^hX#3?UMg{4jc&ynf$-)hmcLGY=|(rb z_^!cicM zJLG_J73DAv#My~kZAhaH?i(<@KXzziN-x062oZje#2{?1Ty&ZMJ&ydfmh87t=CDY# zdPva6w3-}rXSOO#5t*NQDW*GWF^?z z{&Z7p`QOAmL<;AEgHGqwaajy!O8#aK@1#~zDs(vGD$KG2IEa772D0K5>vW`X^ktA* zxpp88yQAz8&I26bZ}BUi20BSKyU6Z~>nEHCWT<|G;gCgwJ;C@apYfTjfVHmQT2Mm$VG~;DtBQTR~wP(Pd0M z$p0KRe+I`LpSqT2h9!X<|(%kbd}&%2Squy35b*-L8;3gfEtXV>dqDGiZM zrQ{o@qJz+R&W9L44z6C_-)Gzb*rp6;;aF|R6<&9p1V4!^1YUaA5KhwU6P@HP$B=DO zu4T8fK~hG?A}K~5jRUSCPu1)Kdma+t8{^AwPqMJa%&8ao~%8|q4N z^4XcDe-M)rS@qbfH|rLe2u3~WptuV1Y8P(iXzvpbeQ+;|#&kHyf@FnvPps;>W=g#* ziYQN*9U{*^w5~h0tkN9OZ9M5rv7@v;e6r=|NcRAp&4T8NbN4)$g z6rlAb3e*u#uPrxC0xM;N3s? z;0QhUcVp>vbddb>EYgD)8GH3)knRZQi1dN&2)>Lu5--bTiht5{Cb>_wCo5rM6yYQ# zdPBb99^^<1idLD#9mL=36%TN<;A0%;jg|}-Xy%Z31VFo%*IrX>MO=RJcmnR#i5J+f z)j0j`#OKm393PgV!{fT1#yTQ_euf%oBD#vae!bJ7ks;QJTV*wk)gCi0uJX40bJms@Oy>wSRUF$cl99LPcx$~DG%7!+P3Hh?of$ITC?

0;Dp@;brHz?|!LxPL*QZc?h9l>Vw1UyaT(e3*Dk|o{O6vlsRSwxu;ZYd9%?-&_5 z(B96qPqCM>3Y(mqD!TTw7Am?1Pf-`UC0K)t+zPDcO|Qg4Q8QsG0X70!V!DE@c1<5@ zo3;MMip$p~6c78oy(!c#)|XfvM_$r2-Dn@-`ng70iUW*#GA`I`|%>{%@+SuSfvntb;uJNT zpL$HRSfzOkSAmRYnMSVaZ+i9W%Ak++1s8**+~=tyarLQ-uG=gg>|I=J1ONH;I)B*y z=NJ4bYv|>p3-Rb%2P7IajFXHd<{?1*ufk?L>W zV`i3qWVNKytOs)K^~c@;)@YNKL|2gC#rysm?$crmPlER8^D)Vpp(>vb|J(un7fMr- z)!**MJuczZpLrIjM{(#fAHlFvwdgksnb4|lVl22$B{;X%!Ug_HR}DU^^C?-uB!1Hm zOA?|4ySmkH`&aFS|k;n6rF-Qa*mao{ldK7;)%|W6nLAJD|A{R*6(B)9WyNh^?R7= zZ2*gnZ0ArQz-6{TT%^T(R1J$Ejt@)KVe%ieN?)dt6lZgnk8*HbX~m^3@5L9q~pDX=dd&gK5;*+Y{!o9>(ZjiTQOVziw-> zwokDT> zyb=DFdtFZ=)t2dZpVTR6t0>xr8P8eFwJ6!pbN4H^y|s%DOFY0GgKkW`FST_L9m`uA z@yneKt)sDBiFmYw8|^=R`|**zfnUMxK0sJd(pE_HSlbVNiDWC@v(~+vw2t1>`_SjI zdTTniV42mWBh~iL_#1F6bUNlbfp#p*_A4}c$zrT#X@3qv)1H0gP-?N$_s@U1c{TMK zYDBn5>f;K3^VpE%&Cj*sE`Zul!P{}{p zpL}<+X`r!J-`DDTx*A$^2_(#D_S&y2x=j5w@<7Q&eBLWqE*1WYHTt}F=ian^3s#lS zN3`Xd&z3fS-UINW`VxcTF$(3@y2%Za(F(o-`{Aw~VxRYdd(pO;LJ;MA9Y#h~rYqam z=&yU{qg_~qd=PKhg9VVj;4&PN2Dgp={b18_p107~HYSwNX7>Q}sGBo7yXaI!AKPen zL}kJ)?@fC8#L%kCRa^;}svQLVt7F-jmAkV|thn%luZ{5rT5>s0Gy#5jV2_c&Bx$1J z;0$k8+TJHjrQ1#g_YfZKo#mbjfdMqQZ*%sXNFQ zDgPS%H38!djK1|m9x;DJq#sFnbhutv&kZ#m_*nH&h-J7|L5%snb zEQPMqWL(ju<*4oW4P}0La~l(Ld68m1)@MPCI4H+*wZMSfylDd+rBt_j zehXldo!}0m#fhrsRZ+TEVAT*q$;X#rpZEIe^{RGk94&xiO3SuGfBIGJM1GGZ{`*H9 ziCzSuwLhv2g4_(-L`5<-!@NFXB;PcGToggEecoH6MktG-sxDd7xEcb1>KXFxn9JHmL73{32p;GHYoAOT!k2y0{VWkTTmXa@`+z`mymC4J5P%f z{mW2zzmrE|A3MQ~E@TEUtU*e4ZE3Wef@16K} z)!h!&fykLJ5rRpRD~7)>i&{%PD67g7{15gAH4TkCci&>Y>}kib)Bm*|ds!;>^zrr; zkA1lQ0dM`t(DXCyp-V}n+t8plcGws+5zTIr$jR)ydT*C@brf>D5ETrz1H%sZ zK({A@D!jCO+p!fnH~S194IS9_eCHH(GEVoN2x77+A#(~n>auDGs2+-X6om!Usrt&$vyb<7xXiC<?7j8pUX48m^I9=vi$q+PA%@paNK2)_(S|7#tVUc#cBb}kfy#xhz+^5UE+Kg~Ype3=`!G%ce^IfCW(M7i0wd}L~=Xh$s_ z>UiS^*I`LvA{>jXP(gVhmI@}PVxU|=-xEnHkbVCXwX=&kHnDX5vh`hmfCOe$bN^<% zvm{bNW)G}m;>sCq2qkhu!54P8;5q1Q#xdp!mG%~YPx|$C6q)FULez1GKqQ@D3&S46 zZ3k+7xc0MXx{mbeiKt_efi|XeUGt+uJk59{D0$2hB}-*ln_`%IuMr&TtP|IYSnysv zs{P44OZas)$9JjHbtNg2QQoQj{%R~}w27tk@MfB=k7;a=x!Cd;j=st<(lYeMbUNFM zItZTm-k4zBkqNJ{i;hPqTxzan_~t%Upc_-(CCI56v{<}8qwK!yeC%000IcNgfz_VR zavUfBL1ObS&NF*?I2(;29inH)(2P{yRn@$mn_}kuQ+tb(6h4WV^_J_l#u+ZqEg1Ww z-%gVz_m}x#GAP=|WEm{hhm1hKZOcKkwsQ3~^Dde6s<6ahbTBOkD8=XZ^!I|CtkO>MOXewUkuN?_lnEtDN~u% zuWUcsrsYrkY;v{#n~&Oxqyc&DBYn6=vY0DXzz>;;X}g-aPB}}8CE6QM)5T;7_;_G_ z3hebGYd5vpbfT^x29|-@tL+uiL|+c<(hcYFD{gLDv~JR{rgvH^Ro_1|<2IjU{^z z?EiXN1fOW3AMESmW+e12*KbhAuTi7BvYrfRz=ha(lqbQ)V4ppi*hN#{S9p-ykE>oC zxKeX?ipk9KSroIGh*3t%V+-B4 zCUY5pIi5YE1x0j&k2Qm_$tlKaOeG~fdnd2&Rh8y0-w7g6yq}|gPtyR9&i@oF5To~7 z=|XlM(T7iVa(4-LIWs}GlX9PTqJ0laHQ$G>?>5h1cTjIv)L{3UoC%fer4T%Cx#rHM z-P{q?`--~s_5T*3&`InbTt=&HX3h9d)g4uY8Ftx3aM&KP?-pU2u-#G5;(n)7z+ARo zl-hGNpRg~(biIzvZg4&NC&(1Z{J|~gI`|gzfB{W8Ph3A(rco4oDjB*zS&rp%s~^-D zjDvo8^q&Z0bJ}Z>gvGYztpeAJgp3St%V8DE*G;^s`sk3K4A$@8-QTHq1GhopT~Hs; zQ6*?)=$_$xj$?GiYu?`)lT|#onqQ*ZLMV~#yC$3tX7}l5IS;#-Gq{pHr1}ZHQCZq3 zD(`aX_Ih-1)*P7Tdxg%(s|Rk&W!7mfA?jN0?l@I-VBZ9fa%?!qeZo1Cp<|gDw>vCY z^`iB&)|rpMlggi$xh2Ew7M9R2jPkdm!!*O94WWnhYisukijK`AgHXFLQi&VRSnd&l zipb85K?CdeMtS#F|DtwIo*^x*eH?af0I9CTe>lZ+NzS4(&E8LT5;Asd=;b zY&q-(kBTWeiZ8Md^o`E~)^O6-99YgG0?s^qgfAI>Y^)07pd!eTAD?)Ee{NXqM!7^# zxBz5e@-&R#$IBYKQTJpNm#b)#0J5N9SUfT2w6U!NxXaA8#kLjY_29^}-1Qw64UY#G z2}e>m34((FH((M>MC%i;A0(3DhTV?uA}OzRUa!*o5cw#GB;cgKeMleTu0;mHJ!HjL z{2d&`SG(X{cpzcBye#*3>oQ0#A#rx2exZ4iL9N;EF`R}hJeQKPt8{N3g2vqwu5yY_ zvX4X{LAT)hC!*?@A1rI5Ul55E-dzC3VEIPkTSd?C#Ot6l*;9*qjoF#qoi7;6fs`8t ztPDDV7)DEYiXq=LK;>6}%`A7J%uWoo-{z{SMWN=Gf&@oOvjbd*z{^M&+oA?QBr+O} zhyJJ{js227Npekt;=@EbNx^Us;SUuRqZ(|gc?KCnJ{t0f@uW%MBDj?-4o2)PaLutP zCVR@c!8tE-43!p3y8V{dPs4!^p$raU4hIo8zdxrs)7pMn1dU7LgSUG$o;Lv5{;-d{9>&>^tPCVGLrN z_XUVnH3B2s!gAY4x$>kVX_9bXb(*lBbFgQVb8RMsWsT0ayCne5bxMz=K9}ef@~j*l+j+|IZlJIBNN<$&fnhZY;(Vb2kqLgSG5P9T0FQDm4rh* zjOIDEaoYv-A08Ov^;i4qi$ac{x`DZz6hQK*B7m$f2Te<)8`~(j&r) zssUei=B!_<nVrK zEy~S9=ZJq7&s$=L2w*?n7Zxa{d&N5{j8rSZKESMejRC(g&yiK@?|T^@a-_ImJyjD4 zA=&<^ZqM#8k35MdBB7#E_YUrs_e95E!-}nKQcrd2!)_o|kFduzU8SjWcat;g0K0>K zXM)O4kp>dpN6baP21Zl&hXIMIg=ID`3Ypvse`%FJvXJK@c=q#JCVkCHJixclY@qP= zfsKvG%_hDV(~pr~1miCh1V_xz=tkzyA7>}JHJyH;--n*g>w0!({roQd+xOiw zfm1W0eaeV#%Iy={EA_mDG(;B>E+<78tykw+-mTcPNP*N1c>}&@3iLH+cu$qJgT5BV z1jOpUlP!$>C_0|J_bifpXIysH_^FQU)1EUtG*c*L&p3HU=nHN&;*OuRu0(MUCotus zh+ykC_6$OXRWh#;OApGj5XUI2%j%YjhgK2&Fq@Q!VO4w*N4*~N;wqGWK8$0_WD?Ft zEkMp;GLau!A(cu>*{#-JL2rQ2#Q!4d4&x7hKPJ$(7z1r`9!#8 z9)y&CHLxtb^;dv9B#QP*$IZ$rDn71}V%p<{)VJ<%_BclZp!IA>j0Tl(Za?2eJngN? zJ3W=z&<|AMg^J0BlFS0nU;omG{~5e)PIgBAot{j9+O$r!?U!1mUrT6;IhX%T*!tTa z2{;NNJUq<6f|zkUlb;{y1cUx#ww%;dlMUs3_KN;x^3cniylId4!=HM#JWAQD5S5u+ z^{ROf{1{4AH6^m7xGZ)eQz6FpkF$g`lww8yn=E9NTH|6iTPN!KPqHt<0B?vpc|$gt zqMB7oSL@q5%~z(2+u?kHL{2>p!U}jg6=Mv){jx)ZIx1Vz#o1Ic)F?PBoj8B0!$ah9 zUQC-O*HGtsFaZ9|S_L`Dzmq!7H|6gsdh!*d@SnoX+YCBoT2I*=bC*hwkQ&MYWcI|f z#!sF>{o!<)9m2V+f7^pn9A6Gxn3^c)yx#n*@ic)lcz`%j>l5hpW5*5lR;_5MqJYkJ zrJ!V#3{~%Om&wmDB5gw1u6U9hS;qkLqJWp&Aa?U>O*kG0MdDC|P~k54ownK(Ia#$P zGrK7}&)Cb((yUL3W|{0iS;uKVed-Yjc=qzsYj-IwIU)_m01@xxSW6!IYy_2wEKn~+ zdT@d{zn3rfgPb(AtJ(9>XX=pf%F0g@lnKcc3P9q#%0=UJ;_rC5N>X_h8WgW`Et|r> z>*lj`hA64nN)2m6@03wd=FEnq@)A3Tk!X4{h(yhXsO!(fj$G__u=M!KUbcp%+qJ)o| z>*Aq520BtNb(y>mtQp-1Xaft5K_I0RQI!d!*GbW_Up-&+~H@-*k znS7`0SPm`SSE>>W~4FI zC7)giw3B~k8Q`b>LKHJhm2jZOQkR}xEHm+`FyNL)5z155O&R}K)0z{Ut;u9A2oWCG zW(cKCQ+k;KpH+(fuCDd8^6zlo=&OlP@?o-PY?R#rM6oL39k0kgB?jh{%0^UwQ#0v( zZS!Kqv`L}LBToMO)AKlqw0w=|>5sM{rN)X9jtVfMHl^+_Diqq^ijKQkRULU0N~Dt} z^;9sFWyV@x!<7TLU(ZekZc?y?X^Eush$wv55bx!5QtG8({D*ygNk$pr7FGN z_~O$w3z0gWdT8<-Us^(?2vnTjButhkJE?lMH(Yp7fmLwemBE7rQsrM34%zC|&E)VA z%c{3dTk^Bdr8>Cu^x}u7w2aw|J`Sv#e$qZZOJPeJ3ZkUYPK`F6BMtnc*j>o;q$*TH zywmA($TzLE7uW3F1jBi`pCG(1Jm*GVDRkHI)4wONB4)j z{Q@B@&}9`OCLOE%bapeAvw-${sKadX=jeo>7~0GeKG$kND#0Pkm!eQwlZ#ZR-f!{K zPMzPTbhX-f>Z>-pXB8^wei3WN7p_yh`Y*A3V~a;x!?8#~a!|gsLG!VHv84(b;HNtE zhuQd+^gsDkDJF91dhQ{_?5{gIUyT!{B(JL{0%O&`$e2Gb##n^8e4~qKR1c#1O`-im zOD$C+Wnfl2`H!=#o)m2k50&M?9tHDUa;K-g-;fv**Xq>bfX60l!O7k66RgqR{y*|iS{SygRB=HPE(KHfa zD(1AarvY5Tl*WSeoFtfFiwSHYDG?(-R-u;>Mplqu6-R`eQO(<^a!wlm3$pcOzE+pu zE39#5o@|a9Vh>>=%!I>ijV6-d5rCwZWYK{71Zg@Pr1^&uQk)sK!K7%9S((RnL40x; zfLmQ>S2b0Y&1tBbufNOki`{FW>J`-Ab}EA2MbNv$%-X8DS$NV=zi6%=rN2l~l=^&` z{&#EYHT!5epHvzMbJeH?cyf4E?V{>@C^L^7^%q8pma6|YY}oJ%QEWyPO_{I$(-Z|N zH_JRajR;Dxr%H~cE&u{Ms_~lljsT~F*?TPaxZ$&O*z0Hm>Sn0aV>5s=NGzMC;~#~- z8Q4XY!_Ph7{4on=RhD*6b*LX*?gFDoz_8fyTXWwgzUS=fIn@mf)w5?bHZ|1L%@wzc zXI3>l#Z literal 0 HcmV?d00001 diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/.Rhistory b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/.Rhistory new file mode 100644 index 0000000..1852024 --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/.Rhistory @@ -0,0 +1,331 @@ +install.packages(c("corrplot", "ggplot2", "forcats", "reshape2", "gridExtra", "BioStatR", "FactoMineR", "factoextra", "mclust", "cluster", "ppclust", "circlize", "ggalluvial")) +install.packages(c("lme4", "quantreg")) +install.packages("FactoMineR") +install.packages("FactoMineR") +install.packages("FactoMineR") +install.packages("nloptr") +install.packages("nloptr") +install.packages("FactoMineR") +install.packages(c("corrplot", "ggplot2", "forcats", "reshape2", "gridExtra", "BioStatR", "FactoMineR", "factoextra", "mclust", "cluster", "ppclust", "circlize", "ggalluvial")) +clear +knitr::opts_chunk$set(echo = TRUE) +library(ggplot2) +library(gridExtra) +library(reshape2) +library(corrplot) +ggplot(melt(T[1:18]),aes(x=variable,y=value))+ +geom_boxplot()+ theme(axis.text.x = element_text(angle=90, vjust = 0.5, hjust = 1)) +knitr::opts_chunk$set(echo = TRUE) +library(ggplot2) +library(gridExtra) +library(reshape2) +library(corrplot) +T = read.table("DataProjet3MIC-2425.txt",header=TRUE,sep=";") +T$ExpT1 = as.factor(T$ExpT1) +T$ExpT2 = as.factor(T$ExpT2) +T$ExpT3 = as.factor(T$ExpT3) +head(T) +summary(T) +str(T) +levels(T$ExpT1) +g1<-ggplot(T, aes(x=T$ExpT1))+ +geom_bar()+ +ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(T, aes(x = T$ExpT1)) + +geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") +df <- data.frame(group = levels(T$ExpT1), +value = as.vector(table(T$ExpT1))/nrow(T)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ +geom_bar(width = 1, stat = "identity")+ +coord_polar("y", start=0)+ +theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +g1<-ggplot(T, aes(x=T$ExpT2))+ +geom_bar()+ +ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(T, aes(x = T$ExpT2)) + +geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") +df <- data.frame(group = levels(T$ExpT2), +value = as.vector(table(T$ExpT2))/nrow(T)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ +geom_bar(width = 1, stat = "identity")+ +coord_polar("y", start=0)+ +theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +g1<-ggplot(T, aes(x=T$ExpT3))+ +geom_bar()+ +ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(T, aes(x = T$ExpT3)) + +geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") +df <- data.frame(group = levels(T$ExpT3), +value = as.vector(table(T$ExpT3))/nrow(T)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ +geom_bar(width = 1, stat = "identity")+ +coord_polar("y", start=0)+ +theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +#apply(T[-c(37:39)],2,function(col){ +# which(T == col) +#hist(col, main = paste("Histogram of", colnames(T)[which(T == col)[2]]), +# xlab = "Values", col = "lightblue", border = "black") +#}) +T_long = melt(T[-c(37:39)]) +ggplot(T_long, aes(x = value)) + +geom_histogram(binwidth = 1, fill = "blue", color = "black", alpha = 0.7) + +facet_wrap(~variable,scales = "free",ncol=6) + +labs(title = "Histograms for Each Column", x = "Values", y = "Frequency") +ggplot(melt(T[1:18]),aes(x=variable,y=value))+ +geom_boxplot()+ theme(axis.text.x = element_text(angle=90, vjust = 0.5, hjust = 1)) +ggplot(melt(T[19:36]),aes(x=variable,y=value))+ +geom_boxplot() + theme(axis.text.x = element_text(angle=90, vjust = 0.5, hjust = 1)) +cr = cor(T[-c(37:39)]) +corrplot(cr,method="ellipse", type="lower", bg = "lightgrey") +cr = cor(T[-c(37:39)]) +corrplot(cr,method="ellipse", type="lower", bg = "lightgrey") +library(knitr) +## Global options +options(max.print="75") +opts_chunk$set(echo=TRUE, +cache=FALSE, +prompt=FALSE, +tidy=TRUE, +comment=NA, +message=FALSE, +warning=FALSE, +class.source="badCode") +opts_knit$set(width=75) +library(corrplot) +library(ggplot2) +library(gridExtra) +library(forcats) +library(reshape2) +library(BioStatR) +wine <- read.table("wine.txt",header=TRUE) +head(wine) +# A COMPLETER +dim(wine) +nrow(wine) +ncol(wine) +# A COMPLETER +is.data.frame(wine) +attributes(wine) +# A COMPLETER +str(wine) +wine$Qualite<-as.factor(wine$Qualite) +wine$Type<-factor(wine$Type,labels=c("blanc","rouge")) +head(wine) +summary(wine) +gEx <- ggplot(data=wine) +summary(gEx) +names(gEx) +gEx$layers +ggplot(data=wine,aes(x=Densite,y=Alcool))+ +geom_point() +ggplot(data=wine)+ +geom_point(aes(x=Densite,y=Alcool,color=Type)) +ggplot(data=wine)+ +geom_point(aes(x=Densite,y=Alcool),color="blue") +ggplot(data=wine)+ +geom_violin(aes(x=Qualite,y=Alcool))+ +geom_point(aes(x=Qualite,y=Alcool), col = "blue", alpha = 0.2,position="jitter") +ggplot(data=wine)+ +geom_point(aes(x=Alcool,y=Densite,size=AcidVol,color=Type))+ +scale_size("Acide vol.", range = c(0,1.5),breaks=seq(0,1.5,0.2)) + +scale_x_continuous("Alcool",limits=c(8,16)) + +scale_y_continuous("Densité",limits=c(0.985,1.01)) +# A COMPLETER +t <- table(wine$Type) +summary(wine$Type) +levels(wine$Type) +# A COMPLETER +mean(wine$Alcool) +median(wine$Alcool) +var(wine$Alcool) +sd(wine$Alcool) +e <- range(wine$Alcool) +e +e[2]-e[1] +# A COMPLETER²² +summary(wine$Alcool) +q1 = quantile(wine$Alcool,0.25) +q2 = quantile(wine$Alcool,0.75) +IQR(wine$Alcool) +q2-q1 +Lp = q2+1.5*(q2-q1) +Lm = q1-1.5*(q2-q1) +print("valeurs adjacentes :") +Lp +Lm +# A COMPLETER +H <- hist(wine$Alcool) +H +ggplot(wine,aes(y=Alcool))+geom_boxplot() +# A COMPLETER +B<-boxplot(wine$Alcool) +quantile(wine$Alcool) +B +# A COMPLETER +cr = cor(wine[c("Alcool","AcidVol","AcidCitr","SO2lbr","SO2tot","Densite")]) +corrplot(cr,method="number", type="lower", bg = "lightgrey",) +# A COMPLETER +ggplot(wine,aes(x=wine$Alcool,y=wine$Densite))+geom_point()+geom_smooth(method="lm") +# A COMPLETER +ggplot(wine,aes(x=wine$Type,y=wine$Alcool))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Qualite,y=wine$Alcool))+ +geom_boxplot() +# A COMPLETER +ggplot(wine,aes(x=wine$Type,y=wine$Densite))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Qualite,y=wine$Densite))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$AcidVol))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Qualite,y=wine$AcidVol))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$SO2lbr))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Qualite,y=wine$SO2lbr))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$AcidCitr))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Qualite,y=wine$AcidCitr))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$SO2tot))+ +geom_boxplot() +ggplot(wine,aes(x=wine$Qualite,y=wine$SO2tot))+ +geom_boxplot() +# A COMPLETER +eta2(wine$AcidVol,wine$Type) +eta2(wine$AcidCitr,wine$Type) +eta2(wine$SO2lbr,wine$Type) +eta2(wine$SO2tot,wine$Type) +eta2(wine$Densite,wine$Type) +eta2(wine$Alcool,wine$Type) +# A COMPLETER +t= table(wine$Type,wine$Qualite) +addmargins(t) +# A COMPLETER +mosaicplot(prop.table(t)) +g1<-ggplot(wine, aes(x=Type))+ +geom_bar()+ +ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(wine, aes(x = Type)) + +geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") +df <- data.frame(group = levels(wine$Type), +value = as.vector(table(wine$Type))/nrow(wine)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ +geom_bar(width = 1, stat = "identity")+ +coord_polar("y", start=0)+ +theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +# A COMPLETER +t <- table(wine$Type) +summary(wine$Type) +levels(wine$Type) +ggplot(wine,aes(x=wine$Type,y=wine$Alcool))+ +geom_boxplot() +T$T2_6H_R2 +T$T3_6H_R1 +# traitement 1 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(wine,aes(x=T$T1_6H_R1,y=T$ExpT1))+ +geom_boxplot() +T$T2_6H_R2 +T$T3_6H_R1 +# traitement 1 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(wine,aes(y=T$T1_6H_R1,x=T$ExpT1))+ +geom_boxplot() +T$T2_6H_R2 +T$T3_6H_R1 +# traitement 1 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(wine,aes(y=T$T1_6H_R1,x=levels(T$ExpT1)))+ +geom_boxplot() +T$T2_6H_R2 +T$T3_6H_R1 +# traitement 1 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT1))+ +geom_boxplot() +ggplot(wine,aes(x=T$T1_6H_R2,y=T$ExpT1))+ +geom_boxplot() +T$T2_6H_R2 +T$T3_6H_R1 +# traitement 1 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(x=T$T1_6H_R2,y=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(x=T$T1_6H_R1,y=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(x=T$T1_6H_R2,y=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(x=T$T1_6H_R1,y=T$ExpT3))+ +geom_boxplot() +ggplot(T,aes(x=T$T1_6H_R2,y=T$ExpT3))+ +geom_boxplot() +# traitement 2 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(x=T$T2_6H_R1,y=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(x=T$T2_6H_R2,y=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(x=T$T2_6H_R1,y=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(x=T$T2_6H_R2,y=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(x=T$T2_6H_R1,y=T$ExpT3))+ +geom_boxplot() +ggplot(T,aes(x=T$T2_6H_R2,y=T$ExpT3))+ +geom_boxplot() +# traitement 2 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(x=T$T3_6H_R1,y=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(x=T$T3_6H_R2,y=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(x=T$T3_6H_R1,y=T$ExpT3))+ +geom_boxplot() +ggplot(T,aes(x=T$T3_6H_R2,y=T$ExpT3))+ +geom_boxplot() +ggplot(T,aes(x=T$T3_6H_R1,y=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(x=T$T3_6H_R2,y=T$ExpT2))+ +geom_boxplot() +T$T2_6H_R2 +T$T3_6H_R1 +# traitement 1 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R2,x=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R2,x=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT3))+ +geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R2,x=T$ExpT3))+ +geom_boxplot() +# traitement 2 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(y=T$T2_6H_R1,x=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R2,x=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R1,x=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R2,x=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R1,x=T$ExpT3))+ +geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R2,x=T$ExpT3))+ +geom_boxplot() +# traitement 2 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(y=T$T3_6H_R1,x=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R2,x=T$ExpT1))+ +geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R1,x=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R2,x=T$ExpT2))+ +geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R1,x=T$ExpT3))+ +geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R2,x=T$ExpT3))+ +geom_boxplot() diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/DataProjet3MIC-2425.txt b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/DataProjet3MIC-2425.txt new file mode 100644 index 0000000..2473e0a --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/DataProjet3MIC-2425.txt @@ -0,0 +1,543 @@ +"T1_1H_R1";"T1_2H_R1";"T1_3H_R1";"T1_4H_R1";"T1_5H_R1";"T1_6H_R1";"T2_1H_R1";"T2_2H_R1";"T2_3H_R1";"T2_4H_R1";"T2_5H_R1";"T2_6H_R1";"T3_1H_R1";"T3_2H_R1";"T3_3H_R1";"T3_4H_R1";"T3_5H_R1";"T3_6H_R1";"T1_1H_R2";"T1_2H_R2";"T1_3H_R2";"T1_4H_R2";"T1_5H_R2";"T1_6H_R2";"T2_1H_R2";"T2_2H_R2";"T2_3H_R2";"T2_4H_R2";"T2_5H_R2";"T2_6H_R2";"T3_1H_R2";"T3_2H_R2";"T3_3H_R2";"T3_4H_R2";"T3_5H_R2";"T3_6H_R2";"ExpT1";"ExpT2";"ExpT3" +"G5";-0.205473371673671;-0.688820630535136;-0.181084292457159;-0.0665653790228911;0.521708650929479;0.448093894235882;-0.449139485833049;-1.51438242635792;-3.81537628220098;-2.50301074964816;-2.91443707904242;-3.57275972890651;-0.664469881800527;-2.52206409458588;-1.79698657580021;-2.967056380757;-2.99181588026815;-2.83682848359259;-0.249909102507758;-0.237592463255937;-0.741474484396918;0.50437953620041;0.354860021501365;0.698309385242383;-0.670518194777834;-2.48903942894757;-2.39893617285637;-2.55176592338457;-2.47443654426937;-3.1445428371992;-0.619518359230194;-2.70641946013841;-2.82849783079725;-2.84934152140088;-2.93825907657888;-3.39069261263217;"Non";"Sous";"Sous" +"G6";-0.61951031061927;-0.856137572444031;-0.021083911119149;-0.144561564857705;0.49344923971163;0.45369548719073;-0.571567926654624;-1.47552916964125;-3.07863525882144;-2.21752711394945;-2.26586462552489;-3.35918012637587;-0.542704320741065;-2.28138314129394;-1.5971482629502;-2.63514651558131;-2.42474398288711;-2.53558833792327;-0.526562340545118;-0.347359147224861;-0.639910549616782;0.274070257403814;0.346683718832525;0.662602071315915;-0.670472032693997;-2.4162352413873;-2.20997523540593;-2.19761277932438;-2.2384780449192;-2.46811999770479;-0.842288522809653;-2.44781416552472;-2.55242220908989;-2.48370904933582;-2.46109665148794;-2.97051364275189;"Non";"Sous";"Sous" +"G11";0.308707297652515;0.817226240571558;-0.561473696980561;0.181479325505596;-0.337045616946684;-0.373166177602351;-0.208943046368331;-1.28998669738434;-2.63322880647505;-2.40108246996536;-2.43974374074717;-2.0335778733299;-0.270860620275216;-1.17607995069724;-3.01792393089807;-2.95278119532858;-2.96355686212142;-2.49067426791125;0.302973226110854;0.547722401718159;0.588542848465385;-0.907732278293001;-1.42798244249608;-0.699310856514107;0.163091716190475;-2.30674606336186;-2.32066602622834;-3.29380626872573;-2.96687778857119;-3.18306284507921;-0.194661052334053;-2.10675669595507;-2.62356306421839;-3.02374738254161;-2.80722515043543;-2.69817974784368;"Non";"Sous";"Sous" +"G13";0.192492920679311;0.147687294260109;0.242387302400635;0.561824906415038;0.045314177683085;-0.635164393432327;0.526285078860874;1.43148420067563;1.84204775231084;1.83282514323738;1.92424716467997;2.19226450372327;0.412674125982756;1.68756470777371;1.81185546249962;1.86792497927834;2.14248832463983;2.09804964700591;-0.23444077407354;-0.289916318138693;0.725022974797153;-0.487764562435855;-0.289366412059717;-0.648621821740083;0.272046791688946;1.46954573989005;1.83160832328035;1.61813552177231;2.19128338315946;2.18858458285386;0.170433018608632;1.5124229549251;2.05069321720956;1.55869369166416;2.31767252417577;2.15618523962906;"Non";"Sur";"Sur" +"G18";0.108072533073568;0.288116708373455;-0.197472703122458;-0.0015498270845935;-0.227408469840448;-0.570906154217245;0.340130612118789;-0.0468264056575394;-0.326733667780032;-0.470150173575797;0.0152905249446489;2.16713777824357;-0.0401962232244704;0.179040031452812;-0.19221231320824;-0.552894040268086;-0.00553009770740909;2.09230809943546;-0.329565479988808;0.00439747812166669;0.171438157133912;-0.530095807085849;-0.480802548909286;-0.713599501489399;-0.373112321043852;-0.10942654965244;0.130255000055336;-0.452727775068742;0.887521525262923;2.18016914373364;-0.446024603203494;0.0383622993569448;-0.110776871712944;-0.221952792007205;1.18751218144316;1.95240487120357;"Non";"Sur";"Sur" +"G23";0.113509438716438;-0.296987839197729;-0.134348386557891;0.0712419467873033;-0.59324438785282;0.70293521587314;0.168175731135901;-1.33944054125092;-2.85552891826582;-3.44669952739525;-4.29654701607152;-3.84355988250833;0.559210151739697;-1.33833717475525;-2.61519518388523;-3.55536144554457;-4.37518707854444;-3.60519331482593;-0.147530287294969;-0.0440089272244855;-0.440466201714157;0.175142619237843;-0.461025834055017;0.743676436429484;-0.135373658466643;-1.45001797521111;-2.23512437181807;-3.78030632194398;-4.10841287040306;-4.47172810231971;-0.275317225689991;-1.40623300584502;-2.20499554535082;-3.1804119271305;-3.9408392779274;-4.66868016278168;"Non";"Sous";"Sous" +"G32";-0.221102649553084;0.303562315301806;0.0369710702255381;0.588136151088816;-0.207168055793682;-0.26667099785363;0.341631641919385;1.96534205298518;2.81301601100964;3.02410411512097;2.31264047734688;2.72555482342234;0.286630522586909;2.13270108526151;2.91106257083686;3.19834259779313;2.56255864387769;2.50182160850615;-0.0330570771134857;0.206885452137469;0.30900850825335;-0.0433713172018222;-0.491428158205959;-0.825196868845509;0.41942715227745;2.42520674041808;2.6206305201562;2.69441848414345;2.33205654541814;2.45641826317597;0.400032819605909;2.34768478352807;2.92014703378405;2.89403950830041;2.14568604554871;2.37509870711646;"Non";"Sur";"Sur" +"G42";-0.812576874734662;-0.710581369512074;0.47188211585867;-0.225471096078373;-0.106045211853041;0.164679415219085;-0.0383545292933478;0.957993096799381;2.34666448434253;2.3917285019007;3.51563770573967;4.00764280475113;0.126995613754469;0.930222838961118;1.85356776545214;2.49003672745757;3.22693353554565;4.19639208063465;-0.553089087302312;0.664040473762581;0.492097926470561;1.59511435509322;0.333377599698109;1.32792642453388;-0.103039728337611;1.22229989000276;1.53626313586023;3.70443879333717;3.76714824153452;4.55185962622823;0.668433946271222;1.42537609605254;1.29216243938874;3.85048301488314;4.21759377697289;5.02684263033211;"Non";"Sur";"Sur" +"G54";-0.414804386121014;-1.58928870903508;0.365966293258476;-1.19692008887836;0.224865980758508;0.174206109917691;-0.980539359403477;-1.66373839032654;-2.43694247471079;-2.24527475849331;-1.65045266667354;-3.8015033779924;-1.63433901106087;-1.95201291855444;-2.51960548374154;-2.2718530889738;-1.82541080694328;-3.14785927600302;-0.0551309039515027;-0.640914245327825;-1.94216116808728;0.653867229820259;-0.333919270495604;-1.6364548221948;-1.25383478023909;-1.30563510195364;-2.43922798692804;-0.517155000828195;-1.1881183116967;-3.49382866388332;-1.22432508154356;-1.51647731805351;-2.89529235208;-1.89940842408218;-1.79835592500859;-3.54811358275901;"Non";"Sous";"Sous" +"G62";0.369419108645674;0.381725356994147;0.0416122574988993;0.258655736089533;0.245988321680373;-0.59263418477192;0.0348568192134158;-0.155510857018081;-0.0293827421926283;-1.92943113264959;-1.20053502011978;-2.38528975599662;0.11580515196873;-0.583628854986666;-0.788948064675469;-0.696241111089392;-1.214928490479;-2.66654952564059;0.161337820642721;-0.217569675123503;-0.084057700321396;-0.247734126424386;-0.449578957361491;-0.662081046100432;-0.375623304154242;-0.0635255094083602;-0.66627059057738;-1.61695141715137;-2.07914540135973;-2.47399012894589;0.012889630056927;-1.10753276929297;-1.08335942763782;-1.71947211667381;-2.55901345697727;-3.0823665186193;"Non";"Sous";"Sous" +"G76";-0.0621010744277708;-0.0984123137221014;-0.399132151317812;-1.30892634753754;-0.889492101085918;0.389913219895543;0.0287318930593861;-1.41631907188326;-4.81477340439431;-3.63888630504453;-4.1624731778229;-3.68184217209983;-0.0234140477659075;-1.53365102596093;-2.36569567990533;-4.41262077272854;-4.93946493591937;-2.04044092596644;-0.387495909789525;0.244303291637256;-0.17661091627764;0.327847494513776;0.335718979912788;0.944933734726315;-0.447019231199601;-1.05709980449434;-2.38807981301635;-4.82114061308719;-4.68599453279804;-3.85012694111018;-1.35200218428725;-1.05991788646079;-2.35118694106591;-4.82226558718469;-5.23739446143745;-4.93072370194282;"Non";"Sous";"Sous" +"G77";-0.838755479188209;0.301555400810015;-0.48116318660171;-0.408260523183449;0.751241781487631;0.314899469167061;-0.469995693715808;1.98507179513307;4.60761274592755;5.71366147734737;5.69583332038928;4.80882983111203;-0.281192138360244;2.31926711562007;3.84851673982782;4.20103578373626;4.92070872768383;4.42679745042341;-0.307839539901625;0.14345587671731;0.0956694696826784;-0.602285360567927;0.0793174884361101;0.818155863577306;-0.0677661465005857;2.94516596456822;3.41749867180389;5.43008319635826;5.55359880996153;4.95598330925171;-0.104266687854213;3.13702979184291;3.02803923668877;5.24896561568781;5.54283781960851;4.70197515886202;"Non";"Sur";"Sur" +"G86";-0.210193115624365;-0.647665556219983;0.244597488462786;0.399108638023711;0.33726886968245;0.479756263270452;-0.502564128146563;-2.90556796056498;-6.0062596376022;-4.43114372277034;-5.22919175732885;-5.51378123089152;-0.361537294852641;-2.84641676666856;-2.95857822738719;-5.47808708663757;-4.54182187385117;-4.23494337949296;-0.0203929108443539;0.191850688917445;-0.322844705217153;0.483466102961608;0.428914999755252;0.538403059344177;-0.423033585234498;-3.24874658210618;-2.82474076364095;-4.25610549550653;-5.40813427516156;-6.02365386495712;-0.00439331711110835;-2.87863770335964;-4.0186260775807;-4.61475682011739;-5.45647562385485;-6.8093838975728;"Non";"Sous";"Sous" +"G89";-0.610882026026481;0.884272641531089;-0.777845451753417;-1.41693052450334;-2.12112532553774;-2.15959883251782;-0.871871637097201;-1.10673777190478;-2.87630124704817;-3.83550035201496;-4.19971242247675;-3.0784105648682;-1.00592242524637;1.74085783170926;2.66917351109322;1.41534732160968;0.381447658292509;-2.86350686065635;-1.81287894379797;0.62474706622145;0.688091063822063;-0.212895504449305;-0.0610384906739663;-0.804223163484401;-0.495240254373943;0.913554795742498;-0.448043437777399;-1.99878205196713;-1.39362951307422;-3.56475907845378;-2.69805512844027;2.58656106639555;2.88865719076151;0.523507267652997;-0.306806470127721;-3.29712880191166;"Sous";"Sous";"Sous" +"G90";0.163368618603979;0.0342012281328254;-0.0405936339054995;0.0192112567345046;-0.553658009069904;-0.27839671644864;0.34434154919253;-0.181768251400335;0.0607951218195961;0.353220260930758;1.38508512411262;2.71769672748748;0.0244896439384092;-0.0275915301646399;0.174603182288408;0.271230932549168;1.09441226604796;2.43499400608376;0.163554737586838;-0.58357345332547;0.0476740999410949;-0.257310535551628;-1.03705528274291;-0.826689238428659;0.0609922724247567;-0.194059684055607;0.015582712218478;0.457724522389796;1.41476924266089;2.5599649386077;0.0138386361855263;-0.374683112923087;0.140902806587165;0.781892523197604;1.62974547591783;2.19089367020692;"Non";"Sur";"Sur" +"G94";-0.381024461339841;0.145513132707835;-0.542196571840654;-0.104049887599173;0.170335690868721;-0.595785508685945;-0.599593674213568;-1.80399376712932;-3.06337904281398;-2.59584784208537;-1.96611488269054;-2.46149968334842;-1.08130717273701;-2.67917579955557;-2.10754312872659;-2.15277460186211;-2.33003588423286;-2.76280378003153;-0.258791775696968;-0.73503132701749;-0.149287581139292;-0.66139133497588;-0.461904711215372;-0.894618777501655;-0.596423432716866;-2.65164787302973;-2.42372557273342;-2.60658720564208;-2.42136221229774;-2.9334380700936;-0.914281782872593;-3.32113699463308;-2.72802971167573;-2.70380181393401;-2.70385621235533;-3.22996540420498;"Non";"Sous";"Sous" +"G99";-1.03120776488976;0.234809188050191;-0.282086134610415;0.227409819071992;0.992436414184393;0.663275007345234;-1.33479489711531;-1.03255462874961;-1.61657129127083;-2.49213849884648;-1.10438919541895;-2.2719856860994;-1.24478493681937;-0.946569363466303;-1.65428161905179;-2.24938745583252;-0.984782161364353;-1.16435211935064;0.130207319101424;0.27675643721376;0.170883359474894;0.283746660534301;-0.0395536824140899;1.77124210448335;-0.974147748174841;-1.50654114469672;-1.21450456460577;-2.98144724745361;-2.98244732426332;-1.809816183349;0.338901022584648;-1.24669784043648;-1.61462772335684;-2.15930056602919;-2.77838902291652;-2.2719856860994;"Sur";"Sous";"Sous" +"G101";-0.422316320955297;0.13264568714495;-0.226194977345634;-1.54125001005422;-1.66331291653071;-1.61288997276882;-0.938061989826064;-0.640111710103894;-1.1887435730411;-1.71992172886013;-2.49516202691846;-2.191506692794;-0.814313544300876;-0.177753736352278;-0.885292023982238;-1.72676048476133;-2.26148418416046;-1.85355581769819;-1.2512094806822;0.266353021438392;0.564149835947418;-0.195789151992493;-0.786823661531882;-0.863392716290783;-0.473803786953054;0.652449276853747;0.0900852730754607;-2.33999339228398;-1.94917609636664;-2.41678732662417;-1.59457816439326;0.293927957922684;-0.800334894965224;-0.435304698196594;-2.16879233917858;-2.58375361846864;"Sous";"Sous";"Sous" +"G105";-0.394797264595378;-0.650404085618556;0.334539141941954;0.420075513785271;-0.650140434117915;-0.254027015884175;0.0296650333844974;0.413535741472205;0.934620810272355;1.91350308408836;1.3219551925771;1.93348827639055;0.014900975762226;1.22097537628537;1.64125621834285;2.00020452457708;2.1678823273848;2.74363507968621;0.340399448902373;-0.57155546251434;-0.301026910196178;-0.73770992465329;-1.0282031137871;-1.10714090240547;0.653841595689764;1.39666012717402;1.63939042789571;1.99745844440128;2.41174924557915;2.37399577794609;-0.0352086658104804;1.29530571570051;1.76981390602725;2.06685273229409;2.15371606091563;2.78773805156607;"Non";"Sur";"Sur" +"G110";-0.197595859612257;0.365847421322528;-0.012411851110282;0.251925348972129;-0.556885692918121;-0.405665314722754;0.505816264435444;2.01157877465516;2.93874807862672;2.90830562185115;2.90743105578951;3.4662072335344;0.545274248991611;2.21342619873885;2.72546457014557;2.92558070103222;3.01319725156925;3.12406281686888;0.0026523184444569;-0.0595640784536489;0.430329611554727;-0.415983405845914;-0.836342241254028;-1.14396497259659;0.619015798882478;2.25642368371904;2.65804425071075;2.79230883706478;3.05593524160737;3.18150238253238;0.643321566756708;2.31562770684061;2.89637580441383;2.90356047502587;2.98820938689413;3.18728171465328;"Non";"Sur";"Sur" +"G111";-0.430887727200687;0.0297062704499349;-0.0513341828944758;-0.166887602506807;-0.402043785921914;-0.496359243171169;0.220235638669948;0.640713988503191;1.6188825745169;1.99850835511449;1.48867058641677;1.78930637685561;-0.101273394478599;1.13145433707642;1.57469468748798;1.73503052614816;2.04952104842609;2.11521702446605;-0.00569360621505277;-0.147986151594222;0.156484732715146;-0.371125663542971;-0.745441574002921;-0.855580090082425;0.244120770151663;1.41726919302577;1.51964535007219;1.69555806617944;2.13835059368376;2.0246647973604;-0.138512456179247;1.26735239346444;1.51914249164719;1.76482650517029;1.9777789860925;2.01348381513131;"Non";"Sur";"Sur" +"G116";0.020215541298815;0.230881593691308;0.110115522014389;0.35965638868232;-0.21809824477734;-0.445066395014485;1.07547735625828;2.98767874683238;3.48810903797549;3.09119876537183;2.94193437640678;3.05660187481721;1.17120703226335;3.11617235380798;3.33345474987608;3.10460516455953;2.97809218059765;2.69217505626578;0.272355702666031;-0.181903787090877;0.523617943907237;-0.496491773641155;-0.543172166398314;-1.21081898743605;1.33601037889282;2.9423719474104;3.2637307607785;2.79027141623565;2.65869772720069;2.88785142548126;1.38116540397883;3.00693426111862;3.39817243781779;2.74659173028424;2.64301049803272;2.71931695487151;"Non";"Sur";"Sur" +"G122";-0.106756493460554;0.350109257514365;-0.0520221627960482;0.798794371289393;-0.322829015098081;-0.298924147851546;0.774010394435366;3.21463496051089;4.7173800334853;4.13245617284761;3.50217657138377;3.79133467367359;0.8518624915013;3.48671095148632;4.55096782665591;4.16741302513749;3.55068524672218;3.20191059642438;0.387099803407835;0.131170620387218;0.57966124726496;-0.297043243658767;-0.680081221320297;-1.27031450068661;1.05997014493393;3.3868271966149;4.35869004114032;3.58120767742014;3.13847348026275;3.39844663726959;1.25487305879136;3.39270680520998;4.61840063455842;3.80525916413896;3.02547476519389;3.06469508756269;"Non";"Sur";"Sur" +"G127";-0.1784865;-0.002692315;-0.3255491;-0.1804741;0.171401;-0.3962216;-0.4537796;-0.01588579;-1.276182;-2.27362;-1.318527;-2.600886;-0.5219337;-0.6795919;-1.871831;-2.125602;-1.343962;-1.835999;-0.3040137;-0.3551726;0.03499521;-0.8445606;-0.6872493;-0.6985614;-0.1692239;-0.4955781;-0.9829103;-2.849928;-2.487362;-3.309172;-0.3655207;-1.089491;-0.8384314;-2.579577;-1.900112;-2.399955;"Non";"Sous";"Sous" +"G130";0.1206016;-0.08838837;-0.2035029;0.5440094;-0.3581885;-0.3782734;0.4920497;2.184401;3.23517;2.734572;2.36186;2.823432;0.636673;2.388133;2.887858;2.761599;2.363589;2.360644;0.0907769;0.06168389;0.2053576;-0.06913736;-0.5110888;-0.8736472;0.8940126;2.42092;2.826454;2.602023;2.208202;2.548855;1.191763;2.464848;3.009828;2.597964;2.142794;2.317456;"Non";"Sur";"Sur" +"G131";0.0130337;0.1423897;0.03863596;0.4297464;-0.1391381;-0.2902204;0.342815;1.378744;2.207405;2.309233;2.228787;2.73822;0.4787967;1.508559;2.056822;2.4091;2.315725;2.469085;0.04762942;-0.08733907;0.3457976;-0.3251825;-0.4299005;-0.7914179;0.3664086;1.596777;1.892489;2.182336;2.260034;2.451877;0.3482317;1.67819;2.122098;2.29504;2.284258;2.473266;"Non";"Sur";"Sur" +"G139";2.192478;0.577273;0.2774535;0.3537325;0.5476132;0.3923987;-0.4764945;-0.1050152;1.175825;0.5653969;2.116255;2.471302;1.727765;0.7733236;0.5782357;0.6140411;0.5175588;1.867832;1.590844;0.7679469;1.462172;1.33127;1.16371;1.04985;-0.203922;0.7020562;1.133076;3.337166;3.174612;3.493718;1.873005;0.7207523;0.7307418;1.109052;1.681207;2.17057;"Non";"Sur";"Sur" +"G150";0.07709907;0.1116457;-0.3013911;0.5206489;-0.202808;-0.7202961;0.4060905;1.630825;2.665475;2.869371;2.577957;3.051412;0.5888639;1.868903;2.276099;3.055592;2.950062;2.601143;0.1157284;-0.1470775;0.5220215;-0.4775402;-0.6854432;-0.9205898;0.3003963;1.758391;2.301005;2.379864;2.673218;2.779078;0.6042645;1.735613;2.374204;2.838319;2.688837;2.444664;"Non";"Sur";"Sur" +"G152";0.004785776;-0.01462923;-0.1141257;0.3592864;-0.1998546;-0.2645347;0.6494682;2.123032;2.994151;3.296975;2.95537;3.351843;0.7174287;2.409829;3.004985;3.286704;3.321939;3.295105;0.173818;-0.04884984;0.1662963;-0.2480501;-0.3064915;-0.7940571;0.8077197;2.576975;2.923983;3.170712;3.377683;3.295407;0.7687642;2.559166;3.046486;3.136299;3.350745;3.295686;"Non";"Sur";"Sur" +"G153";0.06559505;0.2471824;0.1880609;0.405391;-0.08128125;-0.2803127;0.4015994;1.404203;2.273662;2.430457;2.36585;2.728623;0.5722097;1.564881;2.212193;2.37884;2.55993;2.552477;0.0895992;-0.3528165;0.325407;-0.4419288;-0.3844155;-0.859565;0.5811152;1.663742;2.019152;2.247088;2.555094;2.518822;0.4920667;1.791346;2.24926;2.409618;2.48552;2.535786;"Non";"Sur";"Sur" +"G154";-0.04148083;0.1677047;0.05629293;0.3098528;-0.2444304;-0.4984774;0.4510067;1.595457;2.371749;2.51088;2.285468;2.740897;0.5776578;1.75573;2.311241;2.590652;2.516899;2.56359;0.07272663;-0.22138;0.3313227;-0.4552483;-0.7293305;-0.7215136;0.443747;1.854636;2.185996;2.382781;2.444634;2.676036;0.4077539;1.837645;2.304948;2.465321;2.392794;2.596213;"Non";"Sur";"Sur" +"G156";0.03699491;0.2957819;-0.4718874;0.08510342;-0.6126349;-0.740008;0.2917251;1.923149;1.096252;1.715498;2.545909;2.518555;0.166129;2.3467;1.412832;2.053697;2.584884;2.582329;-0.8476949;-0.1223037;0.6637647;-0.291655;-0.8120113;-0.4514729;0.6477782;1.544757;1.378772;1.461616;2.134465;2.302565;-0.1459446;1.91338;2.062711;2.075878;2.871417;2.534041;"Non";"Sur";"Sur" +"G159";0.09965714;0.09752993;-0.1435146;0.4777589;-0.09504293;-0.3204593;0.2762501;1.09825;2.093223;2.342021;2.196323;2.549748;0.5180346;1.298055;1.768997;2.271291;2.571082;2.273248;0.07101463;-0.04979832;0.4049443;-0.4221802;-0.2794967;-0.8507344;0.3171699;1.415372;1.797165;2.123752;2.556397;2.417353;0.2612966;1.490027;1.93344;2.399471;2.510013;2.324898;"Non";"Sur";"Sur" +"G171";-0.1751582;-0.2794553;-0.8870466;-0.4870349;-0.5453621;-0.397012;-0.4878504;-0.3817733;-1.459718;-2.014267;-2.257187;-2.353328;-0.3223912;-0.666069;-1.320805;-2.615441;-2.076946;-2.026817;-0.1253272;-0.0967786;-0.2994872;-1.08218;-1.675498;-1.089149;-0.2669276;-0.4836127;-1.575723;-2.587686;-2.711881;-2.839216;-0.5458653;-0.3182833;-1.510451;-1.970158;-2.806408;-2.864734;"Non";"Sous";"Sous" +"G172";-0.5097579;0.1364554;-1.187404;-2.193762;-2.428594;-2.177865;-0.5692262;-1.216847;-1.763955;-2.525093;-2.62104;-1.143797;-1.024438;-0.3101243;-1.62989;-2.645094;-2.712347;-1.602654;-0.9664076;0.733995;0.403951;-0.3207931;0.2365961;-0.9305296;-0.4931625;0.5342356;-0.4414885;-1.503484;-1.549396;-2.750326;-1.614822;0.4065945;-1.12499;-2.192796;-2.111289;-3.052619;"Sous";"Sous";"Sous" +"G175";0.317827;-1.449906;-0.0412399;-0.3634038;-0.8482583;-0.3799363;0.1843168;-0.2203698;1.249778;-0.1719817;-0.8892713;-2.512832;0.02560099;-0.7282255;-0.06359787;-0.08235165;-0.6731497;-1.987103;1.246185;-0.08009921;-0.6544206;1.000233;-0.9895198;-0.9538078;-0.05200522;1.203808;0.768914;0.6068939;-0.5240628;-2.233544;0.1261009;0.5003638;0.2366206;0.4630569;-1.163392;-1.647592;"Non";"Sous";"Sous" +"G176";0.4022241;0.05991314;0.259487;0.06886066;-0.6048891;-0.03569891;0.243719;0.6965211;2.053236;1.645002;1.930828;2.360263;-0.02793993;0.9544636;1.5758;1.790893;2.166769;2.205681;-0.3669878;0.5224857;0.7847245;-0.726694;-0.4445573;-0.9773329;0.3716374;0.9475399;1.637129;0.8473366;1.475715;2.304901;-0.2377896;0.614767;1.53821;1.412242;2.037977;2.155621;"Non";"Sur";"Sur" +"G179";0.07674751;0.04557441;-0.2358652;-0.2438577;-0.6116967;-0.3996971;0.2086218;0.1240256;-0.1808859;-0.1364823;1.588739;2.542722;-0.05084903;0.1509519;-0.06635378;0.4954504;1.525308;2.130867;-0.3444515;-0.09873922;0.2417544;-0.09165941;-0.5363743;-0.7185992;-0.2355129;-0.2917448;0.1601898;0.2955159;1.500656;2.355302;-0.5583371;-0.1644872;-0.04749591;0.5004241;2.032123;2.046818;"Non";"Sur";"Sur" +"G181";-0.03505127;0.1258053;-0.1655124;0.5811701;-0.2611141;-0.6028271;0.3830291;1.277527;2.105226;2.385813;2.161905;2.354639;0.3851793;1.558096;1.948598;2.411717;2.404874;2.189525;0.06550535;-0.05271676;0.4079169;-0.3024246;-0.4177736;-1.033763;0.2470669;1.4666;1.936669;2.077508;2.260196;2.361042;0.405737;1.607828;2.016307;2.367139;2.245479;2.146393;"Non";"Sur";"Sur" +"G182";2.899491;5.04213;4.773785;4.383393;3.312692;1.619228;0.8871035;2.231462;3.314952;3.325648;3.278325;3.17773;3.581977;5.738364;5.327226;5.183884;4.31768;3.250476;2.48886;5.003221;5.279812;3.956812;2.467088;0.9780381;1.148485;2.806573;3.147122;2.75593;2.317305;3.632131;3.79295;5.666183;5.686148;4.282038;3.330158;3.745273;"Sur";"Sur";"Sur" +"G183";0.06644004;0.1662557;-0.07356759;0.2771247;0.01130414;-0.4551708;0.1449549;1.310358;2.029196;2.296163;2.70342;2.416028;0.2995835;1.318852;1.901511;3.03378;2.888137;2.365272;-0.06812861;-0.2905658;0.4433067;-0.6103918;-0.5487535;-0.897362;0.3352847;1.149302;1.390563;1.994701;2.321725;1.926039;0.5133878;1.412425;1.847916;2.742206;3.027951;2.050478;"Non";"Sur";"Sur" +"G190";-3.584361;-4.172482;0.6678989;-0.6773671;-5.510584;-2.452579;-4.304015;-4.307718;-5.921375;-4.351792;-5.801663;-5.414279;-2.956087;-4.153892;-3.123132;-4.459091;-6.909641;-3.005106;0.5126853;1.932212;-0.7702826;2.333511;0.7535487;0.4956129;0.5387648;-2.23427;-0.3697081;-1.209621;-3.022369;-4.541847;1.741505;0.3082114;-1.011631;-1.965241;-3.892907;-4.036939;"Non";"Sous";"Sous" +"G192";-0.0634163;-0.705826;-0.1285724;0.05578113;0.5734584;-0.5742508;0.6259919;1.614406;2.530113;4.250247;4.57824;3.301983;0.08268612;1.681212;3.141959;4.58997;4.85743;3.315126;-0.08216306;-0.8395254;0.1321673;-0.2324873;-0.4605931;-1.572624;0.7171322;1.95842;1.94079;4.200495;4.502519;2.013608;0.01513286;2.834435;2.831489;4.196021;5.003545;2.420471;"Sous";"Sur";"Sur" +"G193";-0.4354807;-1.653451;0.4254768;-0.787072;-2.093288;0.8475562;-1.015941;-1.327398;0.08216269;1.259345;0.4512359;1.797619;-1.146363;-1.424364;0.4611871;1.119254;0.8214663;2.10663;0.1148002;0.4405107;0.8093255;1.943248;-0.2491138;2.329509;-0.7504989;-0.4350322;-0.1812188;2.113745;1.659956;2.513711;-0.7407973;0.2364243;0.5401944;1.953019;1.048274;2.08896;"Sur";"Sur";"Sur" +"G195";-0.2176149;0.8133992;-0.2672652;-1.989667;-1.137142;-1.136741;-0.456663;-0.3324929;-1.972819;-3.884659;-4.01633;-4.488339;0.09682176;0.05135559;-1.630126;-2.838173;-4.569772;-3.559743;-1.358997;0.5699652;-0.1455651;0.302591;0.2403637;0.05076948;-0.6769535;0.05991452;-0.6644917;-3.347761;-2.352367;-4.559751;-1.490828;-0.2710103;-1.18253;-4.145464;-3.638909;-5.439468;"Non";"Sous";"Sous" +"G201";-0.3972727;0.5335512;1.326198;0.944652;0.7020105;0.346777;-0.8908065;-1.349077;-3.785609;-3.585384;-2.841346;-3.270048;-0.929382;-1.923011;-1.442871;-4.550186;-2.865496;-2.171027;-0.5742585;0.9368797;1.120901;0.5281583;0.4226949;0.7880362;-0.753009;-2.687553;-3.133498;-5.456215;-5.204257;-4.047561;-0.8859824;-2.854244;-3.597067;-3.855507;-4.967474;-3.553463;"Non";"Sous";"Sous" +"G202";0.1722961;0.3199159;-0.207462;0.4267802;-0.2807713;-0.5159974;0.400967;2.618641;3.113512;2.987343;2.902729;2.737373;0.7523923;2.675731;2.843447;3.270222;2.913806;2.247602;0.02271797;0.1155199;0.45784;-0.4957149;-0.5253177;-0.5506;0.7715152;2.354856;2.793673;2.626705;2.519947;2.416115;0.968301;2.425577;3.038491;2.931312;2.509514;2.087308;"Non";"Sur";"Sur" +"G206";-0.4452463;0.4201855;0.182619;-0.2897754;-0.3929007;-0.5568044;0.1994565;0.1594169;-0.3498888;-1.514616;-1.895393;-2.00631;-0.08862795;0.2321886;-0.9250538;-1.620593;-1.525454;-1.898032;-0.1924206;-0.1214637;0.1109078;-0.06096622;-0.05828407;-0.734794;-0.3260591;-0.4717302;-0.4801976;-1.673609;-1.048685;-1.78951;-0.7016167;0.1442591;-0.641037;-1.305822;-1.401387;-2.001928;"Non";"Sous";"Sous" +"G208";0.04938677;0.1258186;-0.2339396;-0.1591152;-0.231499;-0.5228013;0.4323444;0.1958277;-0.1574544;0.1540995;1.461746;2.441215;-0.02853519;0.2581458;0.09380104;0.5791771;1.285088;2.07826;-0.5426483;-0.3557787;0.08573699;-0.5873021;-0.07612076;-0.62012;0.08095648;-0.2685934;-0.0936841;-0.3550459;1.275771;2.242558;0.06418935;-0.08995912;0.1624749;0.1683053;1.791152;1.986371;"Non";"Sur";"Sur" +"G211";-0.1963906;0.3783659;-0.3507484;0.3519348;0.229777;-0.3320395;0.2950537;1.441835;2.759214;2.560494;2.575667;2.284711;-0.3964556;1.968193;2.859717;2.655122;2.737959;2.022766;-0.06910779;0.2032164;0.1342165;-0.3338817;0.07598797;-0.9867381;0.1204798;2.041304;2.595854;2.514778;2.512266;2.301076;-0.2290377;2.445564;2.726929;2.430749;2.45595;2.096623;"Non";"Sur";"Sur" +"G219";0.1118418;0.07732111;-0.5202825;0.7988232;0.001637789;-0.6033463;0.1753132;2.461319;2.719511;2.486562;1.85308;2.240175;0.5591425;2.409029;2.463525;2.200291;1.999275;1.938992;-0.6381858;0.2888075;0.2259629;-0.8379063;-0.5302922;-0.8981478;0.5450947;2.280778;2.428455;1.967563;2.021054;2.173164;0.6665959;2.572691;2.454582;2.069955;1.930276;1.680082;"Non";"Sur";"Sur" +"G224";-0.1725756;0.4077759;-0.04211122;-0.5935133;-0.5580877;-0.4234079;-0.3875924;0.1030111;-0.7389464;-1.516537;-1.656159;-1.743019;0.02906254;-0.7919683;-1.345938;-2.669037;-1.375245;-2.015083;-0.4615742;-0.1454369;-0.7401408;-0.8595745;-0.6415005;-0.7215712;0.4014259;-1.176466;-0.4975176;-1.657319;-1.289038;-2.312454;0.0360508;-1.527279;-1.47572;-1.933752;-2.099381;-2.28974;"Non";"Sous";"Sous" +"G226";-1.060442;1.938694;1.574393;-0.4717652;0.7681879;-2.028834;-0.9154465;1.803875;0.5660344;-0.2206283;0.3822011;-3.401448;-1.431168;2.147891;0.9747467;0.4297227;0.1714589;-2.954209;-1.442608;1.967079;2.69552;-0.8710988;-2.787453;-2.150468;-1.478623;-0.8865692;0.3539084;-2.962306;-4.806961;-4.606384;-0.4737731;2.012307;2.257459;-0.4915221;-2.214345;-2.356709;"Sous";"Sous";"Sous" +"G231";-0.3671307;-0.1973513;0.04328266;0.4658637;-0.3689814;-0.4940277;1.013696;2.627804;3.613455;3.130333;2.613693;3.039507;1.19146;3.006511;3.453638;3.15238;2.815768;2.795849;-0.05805545;0.03121727;0.6701999;-0.2429918;-1.168161;-1.140757;1.371201;2.95334;3.435568;2.786587;2.563336;2.973328;1.160325;3.05492;3.554615;2.753681;2.472162;2.517391;"Non";"Sur";"Sur" +"G234";0.1170011;0.0465396;-0.2771457;0.05186051;-0.4104417;-0.5545692;1.012056;3.485186;4.074534;3.193226;3.174617;3.431288;1.191058;3.693568;4.063323;3.183649;3.222553;3.196823;-0.1129618;0.2169939;0.4425876;-0.641913;-0.9025887;-0.88567;1.452101;3.584967;3.933485;2.795874;2.968793;3.235202;1.734085;3.760942;4.078913;2.859117;2.748506;3.038625;"Non";"Sur";"Sur" +"G235";-0.2190633;0.05249922;-0.008496431;0.4995775;-0.2681455;-0.3587437;0.3869758;2.053393;3.232668;2.895995;2.690911;2.906102;0.5345615;2.275531;3.007317;2.903243;2.753919;2.506633;-0.03023339;-0.1894638;0.4836594;-0.5010954;-0.5601412;-1.077098;0.5929892;2.213808;2.84977;2.539072;2.48357;2.56959;0.73303;2.288716;3.049307;2.659868;2.533863;2.557289;"Non";"Sur";"Sur" +"G236";0.1101183;0.207218;-0.08622492;0.7911142;-0.2289541;-0.3499212;0.7647208;3.355714;4.816933;3.92448;3.184659;3.225108;0.9643787;3.457261;4.605098;3.956818;3.277342;2.96372;0.04061426;-0.1710307;0.61384;-0.407448;-0.7215628;-1.277444;0.8609944;3.473518;4.343523;3.423901;2.964983;2.943495;1.307026;3.543688;4.631608;3.656783;2.937371;2.832226;"Non";"Sur";"Sur" +"G237";-0.502092;0.3776572;-0.9339449;-1.843161;-2.096049;-2.320398;-0.9507907;-0.9295966;-1.802836;-2.57131;-3.012559;-2.05896;-0.7720905;-0.7198077;-1.320088;-2.175826;-2.905069;-1.680366;-1.112598;0.4236801;0.2933621;-0.1314628;-0.1680359;-0.9258028;-0.1894144;0.3882164;-0.5449787;-1.868058;-2.193122;-2.856082;-2.292651;0.1290736;-1.52878;-2.529274;-2.342295;-3.039818;"Sous";"Sous";"Sous" +"G238";0.4623677;-0.05656926;-0.1050989;-0.3273051;-0.3396786;-0.7147324;0.7606565;1.99565;3.214037;3.142371;2.586981;2.683428;0.8451157;2.57012;3.264308;3.004856;2.652058;2.273818;0.03484621;0.1423145;0.3563978;-0.3511774;-0.4914596;-0.4293083;0.5234975;2.694157;3.143379;3.224169;2.753743;2.512611;0.8151623;3.234086;3.343897;3.322896;3.082985;2.262119;"Non";"Sur";"Sur" +"G242";-0.1732518;0.05004459;-1.667918;-1.861917;-2.705611;-1.019351;-0.6086549;-0.04413223;0.1964881;-2.986805;-2.834456;-3.01149;0.8088762;-0.7648696;-1.683799;-2.863953;-3.061204;-3.024864;-2.115802;-0.05403893;-0.7815206;-0.8276898;-0.9619196;-1.439836;-2.068594;2.228633;-0.05759021;-2.442567;-2.477174;-2.928931;-3.224363;0.06914774;-1.972827;-2.891058;-3.061204;-3.131875;"Sous";"Sous";"Sous" +"G245";-0.5381939;0.316462;-0.9654701;-1.542552;-2.412878;-2.190664;-0.5916241;-1.273785;-1.358462;-2.313337;-2.333732;-2.717241;-1.223069;-0.1041008;-1.623486;-2.344466;-2.845185;-2.289715;-0.9973026;0.5032525;0.5535651;-0.3133433;-0.2597154;-0.9538174;0.08173038;0.3579853;-0.1509076;-1.936489;-1.907924;-2.634682;-1.597285;0.3697027;-1.041455;-1.587491;-2.217495;-2.352743;"Sous";"Sous";"Sous" +"G250";0.006581258;2.629883;0.2391135;0.1990867;0.1191646;-0.480778;0.9797314;3.711528;3.093925;3.218739;2.973385;3.443995;1.718263;4.231368;2.99784;3.616769;3.394308;3.284822;0.3320663;2.283491;1.261984;-0.168552;-0.6439344;-0.7629065;1.312267;3.317176;3.220436;2.476119;2.707935;2.911601;2.223825;3.484342;3.038371;3.101735;2.964523;3.123638;"Non";"Sur";"Sur" +"G255";1.125126;5.128833;6.064729;6.69939;5.692798;2.66624;-0.01074647;-0.3839425;-0.1167537;0.1902441;0.0545775;-0.1381441;1.679554;6.464302;6.117074;6.370628;5.653134;1.708834;0.8655165;4.797246;6.628355;5.567991;4.035147;3.203337;0.1776442;-0.2621194;0.2952528;0.172856;0.1865632;-0.2744444;3.056382;6.351222;6.637491;5.537454;3.944264;2.169159;"Sur";"Non";"Sur" +"G256";-0.2083654;-0.533841;0.1361654;0.1268396;-0.04298797;-0.5213069;0.74263;2.370595;3.098272;2.586934;2.355925;2.268066;1.017784;2.691075;3.043189;2.864218;2.380998;1.784225;-0.01498912;0.05965717;0.4209833;-0.4640719;0.03975041;-0.6913228;0.7196788;2.64258;3.059642;2.049286;2.136607;2.047674;1.063367;2.572001;3.081004;2.51548;2.268748;1.915935;"Non";"Sur";"Sur" +"G258";-0.1974844;0.4796585;0.09779293;-0.5439012;-0.1350218;0.4083351;0.01601863;4.719946;7.837703;3.073009;2.474472;1.945132;1.764334;3.677357;4.936082;2.370083;2.623185;2.327915;-0.529744;0.1289273;0;0.882262;-0.1180178;0.7879044;0.1451861;6.674326;7.002655;3.375815;2.152866;2.263597;0.8931977;4.199964;4.132195;2.906194;1.203573;2.122992;"Non";"Sur";"Sur" +"G270";0.6266672;-0.3848303;0.1205615;-0.7798511;-0.374328;-0.9538318;1.978265;2.360903;2.840431;2.805634;2.843351;2.915889;1.69653;2.3815;2.573788;2.361694;2.560456;2.656544;0.5919362;0.2020729;0.269434;-0.4808475;-0.2571012;-0.5522047;2.126073;2.704186;2.51375;2.656458;2.925512;2.589324;1.998141;2.640653;2.504041;2.452362;2.862287;2.64049;"Non";"Sur";"Sur" +"G272";-0.0045619;0.7978104;-0.4701544;-0.4489927;-1.38599;-1.225758;-0.2746512;-0.6140122;-0.843808;-1.862877;-2.334926;-2.156955;-0.1556518;-0.2405659;-0.7903414;-2.061909;-2.107338;-1.79928;-0.8847387;0.6308372;0.1910842;-0.09614717;-0.3163079;0.2173292;-0.371319;0.2620969;-0.3936247;-1.876292;-2.67494;-2.528306;-1.376506;0.06189822;-0.6425932;-1.733999;-1.651569;-2.807982;"Non";"Sous";"Sous" +"G278";0.1912447;0.3002943;0.0423544;0.3167441;-0.1533467;-0.41521;0.3738616;1.427111;2.015274;2.210472;2.050208;2.385536;0.4979874;1.639544;1.856621;2.246764;2.213565;2.064053;-0.1771639;0.02057243;0.4080626;-0.3597028;-0.4906756;-0.6376614;0.418772;1.472344;1.762239;2.011416;2.129742;2.119835;0.4919725;1.545004;1.960054;2.065604;2.237558;2.198629;"Non";"Sur";"Sur" +"G279";-0.528235;0.01930856;0.1598567;0.8231393;1.173104;0.1372326;2.595689;3.442555;2.602135;1.996925;1.649462;2.151571;2.80666;3.138434;2.999699;2.29318;1.686847;2.570193;-0.01163531;0.3894296;-0.05733276;1.073823;0.9752344;1.004567;2.838373;3.151083;3.030621;2.38818;2.243071;2.397987;3.116436;3.160153;3.005997;2.638772;2.06846;2.321814;"Non";"Sur";"Sur" +"G285";-0.8461527;0.3477505;-0.773;-2.288559;-2.538919;-2.262598;-1.035297;-0.585628;-1.223159;-2.680968;-2.850121;-2.588302;-1.280991;-0.0551962;-0.7048103;-2.151123;-2.616443;-2.606394;-1.797588;0.4246758;0.3148497;-0.4606462;-0.3186033;-1.113082;-0.1013912;1.041973;0.0188575;-2.036623;-1.663071;-2.743326;-2.367662;0.6324414;-0.5885978;-2.27331;-1.806694;-3.091454;"Sous";"Sous";"Sous" +"G288";-0.03178125;-0.3305289;0.06096014;-0.0908624;0.1336461;0.7132898;-0.09743766;-0.5363982;-1.11055;-1.693589;-1.742722;-2.173268;0.2168541;-0.3944245;-0.293712;-0.9386526;-1.365392;-2.019837;-0.1030772;0.06988559;-0.1624364;0.5614552;1.243524;0.7766743;-0.3111358;-0.3630379;-1.012811;-0.8676763;-1.618652;-2.576434;-0.4490925;0.1267824;-0.04618402;-0.5793911;-1.428224;-2.066424;"Non";"Sous";"Sous" +"G289";-0.2480301;0.3949233;0.02849775;0.2254776;0.1914271;-0.07468195;0.2588265;1.750207;2.133719;2.427431;2.170315;2.15837;0.1278452;2.16206;2.418485;1.629476;2.786189;2.252346;-0.09212341;-0.3696432;0.2237403;-0.4504899;-0.7295466;-0.9695078;0.4968515;1.996334;2.153435;2.422151;2.212532;1.931449;-0.129772;2.611298;2.176505;2.52676;1.969611;2.176155;"Non";"Sur";"Sur" +"G290";0.7407935;0.2662586;-0.3413958;-0.4421573;-0.4906999;-0.773779;-1.111394;-1.145519;-1.90354;-0.9854507;-0.92993;-2.3036;-0.7758058;-1.026606;-1.574447;-1.109873;-0.9332643;-1.909039;0.9107852;-0.3607885;-0.1038159;0.4054674;-0.4410546;-1.339906;-0.5141868;-1.530697;-1.446427;-0.6574599;-0.6518369;-2.161505;-0.6215341;-1.410735;-1.22193;-0.7570693;-1.143389;-2.34473;"Sous";"Sous";"Sous" +"G291";-0.2191789;-0.008525748;-0.4044831;-0.4281701;-0.3770187;-0.7624556;0.2687646;0.0340522;1.075037;1.418869;2.140713;2.409835;-0.3314434;0.1291595;1.283716;1.620098;2.376778;2.208376;-0.1427909;0.01918068;-0.8777313;-0.2666989;-0.1665379;-1.172836;0.1284526;0.3840346;0.7158746;1.66781;2.919135;2.317278;0.0785705;0.7723068;1.010092;2.217293;3.024029;2.370649;"Non";"Sur";"Sur" +"G293";0.4127875;-0.4177495;-0.129676;0.2331938;0.02814497;-0.3757921;0.4141449;0.479416;2.016277;2.305073;2.424389;2.468495;0.3229366;0.8141006;1.579885;2.445846;2.73535;1.98425;-0.03302137;-0.4356894;0.08368784;0.08376014;-0.01188094;-0.6272755;0.1718852;1.06803;1.662021;1.884873;2.365723;2.1285;-0.02284729;1.130652;1.607093;2.563272;2.653081;2.108997;"Non";"Sur";"Sur" +"G294";-0.007005301;-0.06960589;-0.2175735;0.2189517;-0.229346;-0.3612877;0.4689462;1.836817;2.716831;2.524138;2.267187;2.202339;0.4442546;1.901718;2.538123;2.408975;2.293415;1.836498;0.2007456;0.07913184;0.1608877;-0.3565661;-0.4962596;-0.9366992;0.6946432;1.83764;2.361278;2.200763;2.005768;2.05566;0.6224096;2.006295;2.498977;2.156992;1.921034;1.845049;"Non";"Sur";"Sur" +"G299";-0.1434668;0.5684961;0.3899725;0.6702266;-0.02941566;-0.3227795;0.4416649;1.56483;1.531914;1.61867;1.775203;2.251062;0.3341389;1.479862;1.186831;1.497695;2.131259;2.090623;0.06576977;0.02428372;0.1767645;-0.08437837;-0.3458947;-1.029718;0.4620426;1.095095;1.457838;1.251437;1.995674;2.184047;0.531114;1.123741;1.686102;1.654292;2.333895;2.153008;"Non";"Sur";"Sur" +"G306";0.09062772;0.01410395;-0.04604672;0.6847206;-0.2711558;-0.1049736;0.6979083;2.706339;3.859972;3.77484;3.557728;3.896625;0.7660165;2.846901;3.841228;3.691654;3.7276;3.684008;-0.1598818;0.04008181;0.4653996;-0.4163347;-0.6298953;-1.168347;0.9604411;3.068609;3.711733;3.694212;3.699708;3.759031;0.9708475;3.280332;3.920486;3.639222;3.546582;3.690444;"Non";"Sur";"Sur" +"G308";0.01135495;0.7131184;0.3261309;0.4929475;0.5566141;0.2435644;-1.049501;-1.9546;-2.833602;-3.31148;-3.151163;-2.897563;-1.223581;-2.894891;-2.25615;-4.16214;-3.087801;-2.262243;0.02338717;-0.1455726;-0.01603537;0.1684373;0.8223555;0.7715484;-1.057533;-3.923617;-3.012201;-3.515145;-3.894574;-3.648909;-1.135574;-3.965311;-3.935617;-3.663108;-3.847237;-4.233383;"Non";"Sous";"Sous" +"G319";-0.05238782;0.2825478;-0.1336894;0.3798147;-0.09804894;-0.5045241;0.6846319;2.527052;3.275447;3.193683;2.960428;2.907898;0.6220139;2.633742;3.204531;3.065098;2.933375;2.685445;-0.2372811;-0.3057035;0.5619372;-0.274609;-0.1896684;-0.8092739;0.8041374;2.708901;3.186805;3.135623;2.978429;2.724228;0.6461762;2.940826;3.247293;3.123502;2.877147;2.670214;"Non";"Sur";"Sur" +"G322";0.03500147;0.1234023;-0.1667276;0.4356637;-0.1530882;-0.3475013;0.4915221;2.213407;2.950459;2.612123;2.401183;2.363125;0.8140858;2.290807;2.572781;2.658358;2.356499;1.838219;0.01163123;0.1982017;0.3123508;-0.3967839;-0.3230019;-0.8277959;0.8432432;2.232974;2.647078;2.381172;2.219236;2.080166;1.06551;2.253317;2.752113;2.497245;2.139556;1.756283;"Non";"Sur";"Sur" +"G329";0.1210305;0.4543008;0.01943279;0.5033026;-0.1424706;-0.6023876;0.7507026;2.80384;3.584215;3.348576;3.134176;3.273834;0.8223039;2.870547;3.358993;3.420892;3.189078;2.807189;0.2703769;0.1768902;0.5487886;-0.3869781;-0.5508873;-1.017908;1.050847;2.584795;3.238303;2.910702;2.766039;2.857135;1.201195;2.807527;3.424858;3.073677;2.864249;2.670128;"Non";"Sur";"Sur" +"G331";-0.06491035;0.07922189;-0.04810368;0.3803211;-0.08656881;-0.6135441;0.2451135;0.8961891;1.91961;2.254509;1.873752;2.428267;0.3605544;1.183883;1.900541;2.392134;2.383998;2.404787;0.04443648;-0.3156967;0.3664826;-0.2459226;-0.5214005;-0.5784097;0.2036735;1.361914;1.826182;2.144586;2.363788;2.609901;0.2279221;1.36236;1.939826;2.34811;2.311242;2.464998;"Non";"Sur";"Sur" +"G333";0.164104;0.2942098;-1.872605;-1.379686;-1.045552;-0.4748376;-0.1323131;0.1434504;-1.411145;-0.7233834;-1.692965;-3.61608;-0.2444808;-0.9250779;-2.607534;-2.571436;-3.60291;-3.640865;-0.2288263;-1.720971;-1.326541;-2.541831;-1.664403;-0.8194619;-0.5270405;-1.226414;-0.7432396;-3.028102;-4.197018;-4.204096;-0.4206489;-2.277201;-2.46843;-3.198125;-4.178151;-4.274953;"Non";"Sous";"Sous" +"G335";0.3713663;-0.4377997;0.3184865;-0.3361734;-0.130756;0.9191383;-0.2426695;0.1585463;0.4973633;-2.363701;-2.461683;-2.614401;-0.07540216;0.3503876;0.3224514;-1.466926;-1.60398;-1.699494;0.3884971;0.4630261;-0.1951744;0.8789864;0.3837988;0.6192723;-0.2900751;0.9491757;0.301367;-0.6171339;-1.072411;-2.567995;0.2449626;1.144334;0.2382545;-0.551379;-1.282721;-2.072864;"Non";"Sous";"Sous" +"G336";-1.072379;0.4687842;-0.8113454;-2.004522;-2.473523;-1.302639;-0.555022;-0.7228516;-1.629377;-2.367359;-2.630269;-2.481122;-0.6220855;-0.5010072;-1.89688;-2.409246;-2.631042;-2.21966;-0.1861715;-0.03687517;0.0517408;-0.2432043;-0.3958407;-0.728226;-0.2850798;0.8155317;-0.03253114;-1.729269;-0.5538847;-2.449879;-1.774773;0.6752244;-0.4992555;-2.163185;-1.489271;-2.801159;"Sous";"Sous";"Sous" +"G337";-0.3647643;-0.8618114;0.07120048;-0.0779343;-0.1941774;0.6063742;-0.4712701;-1.841285;-4.137293;-3.507707;-2.108034;-2.358268;-0.4079008;-3.429067;-2.566581;-3.561516;-2.937106;-1.42891;0.01261478;-0.2361643;-0.6777862;0.1054274;0.1908535;0.5462767;-0.4233094;-2.403438;-3.065384;-2.505177;-2.29432;-2.12215;-0.4241934;-2.343738;-3.785498;-2.962716;-2.5402;-2.184;"Non";"Sous";"Sous" +"G349";-0.02070889;-0.08749141;0.02932375;0.3347211;-0.451743;-0.3728398;0.3831097;1.70618;2.761993;2.878938;2.631501;3.064105;0.6765778;2.019366;2.71699;2.989312;2.986213;3.037361;-0.06462693;-0.2724479;0.3617478;-0.5081798;-0.7475389;-0.8242131;0.4705995;2.205472;2.459404;2.759354;2.959962;2.942386;0.5279697;2.249368;2.771981;2.847678;2.757705;2.925604;"Non";"Sur";"Sur" +"G354";0.2713925;0.3813521;1.090492;0.19459;0.6238678;0.7901559;1.699179;0.8971693;-1.424512;-2.2457;-2.309017;-2.502803;1.949249;0.680185;-1.057456;-2.767607;-2.421713;-1.56332;-0.3088087;1.078799;1.044884;0.3323635;0.6192811;0.9859051;1.955136;0.4731132;-0.5332683;-3.982139;-4.09735;-2.529344;1.471756;0.2675839;-0.9898735;-3.285146;-3.444762;-3.239032;"Non";"Sous";"Sous" +"G355";0.1861933;0.07118429;0.702342;0.2516833;0.2613236;0.3410303;1.700861;0.9588086;-1.049771;-2.407169;-2.185506;-2.987892;1.988294;0.7592972;-1.204845;-2.177575;-2.957125;-1.878491;0.09078588;1.244586;1.037686;0.3506708;0.7575675;0.8588205;1.492009;0.7705633;-0.6282563;-3.499353;-4.535174;-2.702652;1.472477;0.1914356;-1.296939;-3.142744;-3.629572;-2.996306;"Non";"Sous";"Sous" +"G358";0.2233231;-0.7915435;-1.230448;-1.306868;-0.8904536;-0.5036968;0.02057252;-0.4010191;-2.172691;-1.8416;-1.920773;-2.425115;-0.1904041;-1.277759;-2.555516;-2.715708;-3.03378;-2.894906;-0.1707938;-0.9559662;-1.56202;-0.9984907;-1.33804;-0.6884762;-0.663895;-1.404377;-1.367309;-2.575962;-3.043726;-2.705208;-0.6662152;-2.133868;-2.984467;-3.192445;-3.113303;-2.876001;"Non";"Sous";"Sous" +"G359";-0.2058688;-0.7440595;0.07301965;-0.3302663;0.2736074;0.5618133;-0.2243924;-1.552442;-2.799306;-2.726706;-2.149946;-2.689648;-0.3588162;-2.309704;-1.656932;-3.993912;-2.641752;-1.848933;-0.05943162;-0.1836066;-0.3863134;-0.03368231;-0.0246094;0.8166313;-0.592496;-1.940649;-2.009475;-2.551668;-2.488087;-1.726002;-0.180506;-2.13475;-2.865418;-2.599588;-3.176781;-2.292486;"Non";"Sous";"Sous" +"G363";-0.05234204;0.1787567;-0.09076315;0.308056;-0.07515318;-0.2705677;1.596037;3.129672;3.243358;2.917689;2.671779;2.571532;1.657681;3.271275;3.138635;3.078894;2.606436;2.285251;-0.01072056;-0.1575505;0.3026911;-0.3902294;-0.2223771;-0.7313724;1.994583;3.054216;3.182119;2.28227;2.546336;2.433169;1.922297;2.999953;3.264223;2.574575;2.397736;2.117923;"Non";"Sur";"Sur" +"G368";-0.4735322;0.1403992;0.006884848;0.3905324;0.3307109;-0.4585341;-0.07873435;1.172768;1.9518;2.711815;1.889155;2.214499;0.674973;1.035096;1.490221;2.260575;2.405244;1.862522;-0.1270453;-0.1887418;-0.05612378;-0.3481921;0.007198162;-0.6172347;0.2143783;0.6578672;1.782069;2.203856;2.156806;2.007314;0.2990205;1.101977;1.969042;2.223784;2.384762;1.980849;"Non";"Sur";"Sur" +"G370";0.7454343;2.405322;2.446367;2.003726;0.6919104;1.296144;-0.3736796;1.127253;3.334524;2.304108;2.401516;3.405753;1.17216;2.500557;3.008718;2.692329;2.674271;3.370301;0.7736061;1.896999;2.97478;1.495735;0.56447;0.2600663;-0.1148394;1.706364;2.642851;2.732695;2.447176;3.561181;1.192573;2.484954;2.689225;2.852015;3.215528;3.568048;"Non";"Sur";"Sur" +"G378";-0.05653146;0.29247;0.3799357;0.2395233;-0.2898517;-0.4012422;0.5581764;2.599475;3.227064;2.886345;2.76124;2.859079;0.9003364;2.577181;3.154926;3.119428;2.848791;2.44957;0.1203811;0.04931118;0.3983996;-0.6989816;-0.3370598;-1.047971;1.006912;2.288776;3.110605;2.225157;2.497982;2.528315;0.9713636;2.549507;3.19225;2.64606;2.569133;2.317434;"Non";"Sur";"Sur" +"G379";0.1681408;0.2060728;-0.177798;0.508875;-0.05033265;-0.527387;0.3393388;1.438224;2.158414;2.371357;1.985002;2.457373;0.5392189;1.642445;1.941655;2.462789;2.269317;2.141967;0.07391271;0.02918666;0.4254573;-0.1878834;-0.4157945;-0.5827518;0.3844593;1.335123;1.941056;2.04593;2.149154;2.261718;0.6085118;1.512564;2.020485;2.375434;2.222436;2.071432;"Non";"Sur";"Sur" +"G381";0.743754;0.1687749;-0.05132942;0.4097029;0.9186773;0.7710847;-0.1762703;-0.5790892;-0.5013608;0.004074933;0.8548627;2.055726;0.5391627;0.1428651;-0.6399182;0.06426574;0.4886109;2.128654;0.5110949;0.1975573;0.07779279;0.6108998;0.5168741;1.509185;0.0511622;-0.1872779;-0.3688584;0.1557546;0.8004685;2.821077;0.9473991;-0.2020602;-0.2107572;-0.08231603;0.678285;2.560675;"Sur";"Sur";"Sur" +"G383";-0.7420925;0.288603;-0.1533301;0.4683162;-0.4669317;-0.4870988;0.7136797;3.265708;4.219578;3.533913;3.297869;3.542012;0.9460347;3.446137;3.987722;3.602077;3.345409;3.05915;0.218578;0.4053624;0.8707553;-0.728837;-0.5920509;-0.9187776;1.287051;3.415446;3.87817;2.999606;3.032982;3.293873;1.336318;3.45025;4.049675;3.225579;2.920512;3.137088;"Non";"Sur";"Sur" +"G394";0.1159892;0.3472045;0.2774709;0.7455636;-0.3219922;-0.6047324;-0.03461918;0.9577713;2.948919;3.990042;3.661457;3.813167;-0.797892;1.556331;2.519304;3.725001;3.805755;3.526861;-0.3346164;-0.09932815;0.7526888;0.3077876;-0.687008;-0.6053596;-0.06563241;1.613709;2.375356;3.63744;3.685542;3.854885;-0.6828988;1.730874;2.694347;3.530429;3.986192;3.61132;"Non";"Sur";"Sur" +"G395";0.0708254;-0.07413859;-0.05869814;-0.1124457;-0.6272354;-0.3582036;0.05656298;-0.06831344;0.2793998;-1.035891;0.6670253;2.631511;-0.01761731;0.1147024;-0.3391721;-0.1506971;0.3552356;2.441781;-0.03655654;-0.5642503;0.01736378;-0.5127522;-0.8460464;-0.7966625;-0.2388977;-0.4065348;0.2378539;-0.5013042;0.6966988;2.411231;-0.2661528;-0.2166258;-0.2058759;-0.1157893;1.437639;2.310217;"Non";"Sur";"Sur" +"G396";-0.04642937;-0.09277823;-0.03905827;0.3680288;-0.2784183;-0.3336129;0.199178;0.7989879;1.501588;1.838605;1.544237;1.88721;0.1972523;1.035239;1.553542;1.819701;1.968029;2.122978;-0.001056208;-0.2822648;0.2116107;-0.1655533;-0.3607825;-0.7959006;0.1328979;1.255787;1.518083;1.784401;2.100068;2.174827;0.02255958;1.207861;1.528865;1.877164;1.896273;2.030865;"Non";"Sur";"Sur" +"G398";-0.6790436;2.240038;1.485854;-0.6793339;0.5270022;-1.202411;-0.9273783;1.459038;0.3764703;-0.5971804;-0.3551787;-3.594677;-0.7718562;2.422958;1.179449;-0.0137377;-0.1707437;-2.571635;-0.6523078;2.185031;2.49992;-1.084908;-2.148867;-0.9713691;-1.302935;-0.8020658;0.4012141;-3.798674;-5.088967;-3.077966;0.4039877;2.217992;2.143484;-1.03279;-3.196162;-2.798572;"Sous";"Sous";"Sous" +"G401";0.03403187;0.1416053;-0.09529196;0.3908425;-0.1280316;-0.631858;0.6072235;1.398175;2.144153;2.263203;2.000071;2.353909;0.8119643;1.632792;1.855881;2.246951;2.409217;2.119853;0.03461038;-0.05296197;0.5086126;-0.3314898;-0.4439199;-0.7567772;0.5644541;1.618323;1.96319;1.928874;2.252735;2.292857;0.7292252;1.575506;1.971316;2.214054;2.220629;2.073877;"Non";"Sur";"Sur" +"G403";0.8670759;1.150258;-1.464854;-1.939497;-0.9202247;-1.356279;-0.6612708;0.08660306;-1.292871;-1.857061;-2.992627;-2.845305;0.7974516;-0.137531;-1.480735;-2.480889;-2.9934;-2.417778;0.4084668;-1.077324;-0.9505628;-2.005586;-0.8010153;-0.03442836;-0.7422908;-0.9757952;-1.340541;-2.821914;-3.110451;-2.671063;-0.6719601;-1.752756;-1.982252;-2.821914;-3.110451;-2.965689;"Non";"Sous";"Sous" +"G408";0.1417977;0.1617041;-0.1655826;0.4261268;-0.08083236;-0.643163;0.3193739;1.22073;2.031932;2.196774;2.01878;2.409481;0.5104316;1.438456;1.709199;2.322109;2.209669;1.950033;0.04152673;-0.1485645;0.4189775;-0.3626042;-0.4606437;-0.7482325;0.2775283;1.269874;1.690742;1.844446;2.010994;2.168967;0.4039246;1.189876;1.838454;2.169209;2.056935;1.970991;"Non";"Sur";"Sur" +"G411";0.05122902;-0.8730657;-0.3261439;-0.3770856;-0.1747663;1.17588;-1.070494;-2.584803;-4.123466;-3.707973;-3.531533;-3.93169;-0.8483949;-2.504291;-2.223435;-3.311019;-2.894041;-2.794871;-0.4131534;-0.2300711;-0.5252715;0.9912962;0.06443973;0.9999219;-1.914563;-2.88326;-2.857174;-2.159752;-1.864252;-2.818925;-1.399313;-2.184527;-2.319132;-1.921955;-2.345731;-2.930471;"Sur";"Sous";"Sous" +"G415";-0.6369013;0.2018189;0.1376941;0.1009554;-0.4130033;-0.2985495;0.2638934;1.152166;1.724143;1.808678;2.073471;2.536134;-0.1234803;1.20766;1.604065;1.690845;2.132167;2.194218;0.130388;-0.5145506;0.2983296;-0.6238127;-0.1927019;-0.7750047;0.2842712;1.404765;1.659323;1.65435;1.984773;2.510916;0.181276;1.284231;1.614057;1.726233;1.99618;2.270693;"Non";"Sur";"Sur" +"G416";-0.2718712;-0.8572857;-0.2564215;-0.6180897;-0.7202666;-0.3376044;-0.3339776;-1.19746;-2.098473;-1.933268;-1.885094;-2.757247;-0.6757856;-1.816005;-2.811048;-2.31506;-2.200817;-2.603815;-0.1886264;-0.4378621;-0.8713548;-1.23692;-0.8927137;-1.158846;-0.6237725;-1.630195;-2.22273;-2.484615;-2.354984;-2.490924;-0.24056;-1.592804;-2.652416;-3.237555;-2.635272;-3.053384;"Non";"Sous";"Sous" +"G417";-0.5512575;-0.1587582;0.2007495;-0.4453989;0.3165025;0.6747754;-1.389162;-2.778971;-5.633573;-4.17;-4.164348;-3.184475;-1.012771;-3.246811;-2.274601;-5.226583;-4.923849;-3.296161;0.2355626;0.297132;0.3259402;0.6838632;0.6643992;1.315911;-0.6357242;-3.503971;-3.567873;-5.492794;-5.771355;-4.144844;-1.115459;-3.029494;-3.85019;-5.031921;-5.20526;-4.374041;"Non";"Sous";"Sous" +"G422";-0.4496433;1.238402;0.2207808;-0.03858483;0.0843667;-0.6624203;-1.053359;-0.2680535;-0.4440018;-1.228785;-1.186375;-2.001893;-0.824971;0.630724;-0.4538693;-0.202729;-0.9967812;-1.875217;-0.004694816;0.98753;1.214341;-0.4461811;-0.8152587;-0.9355252;-1.288847;-1.330452;-0.3714913;-1.874195;-1.937716;-2.161066;0.1902463;0.4297142;0.2240304;-0.8422221;-2.18789;-2.186347;"Non";"Sous";"Sous" +"G424";-0.2356362;-0.2087665;0.1549853;0.01583733;0.7230437;0.7036502;-0.9163901;-0.6831301;-2.41796;-2.165462;-1.541383;-2.591725;-0.9652847;-1.876779;-1.131004;-3.11444;-1.832;-2.141791;0.07602596;-0.1574647;-1.138521;-0.3090218;0.3179984;0.5747416;-0.9600155;-2.094992;-1.874558;-3.023938;-2.477381;-2.61785;-0.2868789;-1.653567;-2.472978;-2.057539;-3.622063;-2.818669;"Non";"Sous";"Sous" +"G427";-0.8333421;-4.114949;0.1048699;-1.367654;-4.124652;1.021553;-1.489219;-4.578438;-6.62932;-5.813548;-5.481963;-2.725694;-1.969241;-3.926412;-1.640275;-4.464222;-6.076867;-0.325523;-0.07191208;0.7112482;0.3074139;1.964221;-0.2896318;2.279577;-1.116187;-2.090611;-1.507858;-0.02671354;-0.2077776;1.84409;-0.2969819;-0.3809249;-0.8732978;-1.56874;-1.006085;1.104702;"Sur";"Non";"Non" +"G428";-0.6679967;0.8714224;-1.072226;-2.330925;-2.473075;-2.307342;-0.9908885;-0.845924;-1.734745;-3.444212;-3.091185;-2.575433;-1.102483;-0.4681645;-2.076908;-2.783478;-3.010867;-3.019827;-1.298551;0.6349256;0.6442097;-0.4118155;-0.495761;-0.8124748;-0.2155286;1.03709;-0.2330887;-2.247577;-1.35692;-3.202538;-2.470999;0.862117;-0.5583015;-1.730038;-1.353176;-3.674893;"Sous";"Sous";"Sous" +"G429";-0.09761983;0.2428244;-0.0008445616;0.2521114;-0.5017473;-0.09558207;0.6559799;2.463603;3.320504;3.031462;2.666067;2.828482;0.5871695;2.843569;3.155748;2.987221;2.747106;2.663095;0.0458424;-0.2317127;-0.05136023;-0.5034123;-0.433806;-1.076838;1.048515;2.898468;3.038572;2.84605;2.55265;2.703247;1.17714;2.999495;3.213597;2.902031;2.497454;2.483244;"Non";"Sur";"Sur" +"G452";-0.0401459;0.01428531;-0.1108174;0.1977195;-0.409326;-0.1525058;0.3069876;1.603061;2.106492;2.351201;2.292202;2.51462;0.55012;1.743166;1.972079;2.531134;2.488283;2.203015;0.01679852;-0.2339833;0.1376541;-0.7013956;-0.4598852;-0.9228636;0.575659;1.830226;1.942022;2.272417;2.542991;2.32809;0.6326319;1.779798;2.287307;2.462106;2.552685;2.370974;"Non";"Sur";"Sur" +"G453";0.1201728;0.1064821;0.1601006;0.3217626;-0.506081;-0.3872505;0.5926403;2.227829;2.936051;2.809668;2.721199;3.105575;0.9404251;2.494752;2.854539;2.726776;2.817684;2.831633;0.1652052;-0.03770003;0.3553654;-0.4320711;-0.5876645;-0.8738226;0.9111005;2.530323;2.768669;2.645371;2.763153;2.877937;0.9410994;2.567926;2.920536;2.626675;2.76249;2.857224;"Non";"Sur";"Sur" +"G455";-0.08494497;-0.1134192;-0.01511146;0.3257726;-0.3901355;-0.5921177;0.08774229;0.5786994;1.498869;1.876229;1.487502;1.978039;0.1672049;1.070957;1.593107;1.8207;2.182747;2.235123;-0.01378525;-0.409581;0.2705071;-0.3759147;-0.3687931;-0.979537;0.20465;1.203773;1.568233;1.81576;2.233783;2.255827;0.03122601;1.251959;1.525359;1.935849;1.947655;2.182469;"Non";"Sur";"Sur" +"G456";-0.0337978;0.0433477;-0.009388209;0.6194796;-0.294691;-0.6274815;0.9453128;2.915352;3.815012;3.284547;3.170069;3.187305;1.14173;3.029276;3.570707;3.373165;3.186543;2.795755;-0.04126571;-0.04276902;0.7136407;-0.3498049;-0.6430376;-1.214274;1.098556;2.902718;3.477048;2.761586;2.91119;2.946546;1.367214;2.960252;3.661107;3.07008;2.775215;2.722149;"Non";"Sur";"Sur" +"G464";-0.4316187;-2.408579;-0.7511707;-1.854929;0.1314297;-0.7767758;-1.089235;-2.621134;-2.638297;-1.745049;-0.4918046;-2.938847;-1.939321;-3.839553;-3.763192;-0.6769216;0.2500711;-2.55532;-0.3546456;-0.7538904;-2.109293;-0.6527363;-1.035322;-2.203262;-1.422869;-2.969606;-3.514585;-1.161821;-0.1414934;-1.624728;-1.484522;-3.211512;-3.361618;-1.356678;-0.02562246;-1.737816;"Sous";"Sous";"Sous" +"G465";-0.296191;-0.9198192;0.0002498578;-0.5596654;-0.08686734;0.9493463;-0.7758598;-1.099373;-1.154863;-0.01335411;1.473953;2.018073;-0.8419381;-1.344166;-1.510357;-0.8696655;0.3391471;2.067153;-0.188787;0.01505546;-0.3817452;0.9262254;0.07966804;0.7529422;-0.6996877;-1.087813;-0.635622;1.488974;1.820115;2.514433;-0.2882082;-0.8532473;-1.150938;0.4103421;1.99327;2.353987;"Non";"Sur";"Sur" +"G472";-0.03136615;0.2095895;0.1002971;-0.2731698;-1.071192;-0.2901453;-0.2681314;-1.559565;-1.815442;-1.856758;-2.472453;-2.987617;-0.5926039;-1.723073;-2.445904;-2.405273;-2.480861;-2.850188;-0.08609789;-0.3377362;0.2345952;-0.3488004;-1.137794;-0.931087;-0.2894915;-1.995032;-1.944392;-1.961388;-2.394912;-2.925834;-0.8057918;-2.528918;-2.5647;-2.18499;-2.554786;-3.310975;"Non";"Sous";"Sous" +"G473";-0.104847;-0.8517466;-0.3768802;-1.133645;-0.4056536;0.4345228;-0.823182;-2.667119;-4.193543;-3.20354;-3.092533;-3.589538;-0.892518;-2.764028;-2.224668;-4.027354;-2.842288;-2.63914;-0.3145024;-0.04289305;-0.75201;0.2995588;-0.3484156;1.06203;-1.553461;-2.732745;-2.876445;-1.371561;-1.390445;-1.723759;-1.267428;-2.333854;-2.894644;-1.833732;-1.9381;-2.151445;"Non";"Sous";"Sous" +"G476";-0.2485027;-0.9994044;-0.09030427;-0.1118354;0.4236747;0.3223193;-0.8932787;-1.796727;-2.502102;-2.402731;-2.745977;-2.74377;-0.8028649;-2.771504;-2.154907;-2.698526;-3.107336;-2.068373;-0.1830264;0.2251861;-0.5343306;0.8921815;0.5311502;1.008696;-1.04339;-2.349875;-2.027242;-1.74084;-2.241455;-2.125654;-0.898976;-2.250424;-2.554246;-2.205171;-2.635481;-2.245981;"Non";"Sous";"Sous" +"G481";-0.07775358;-0.1317637;-0.3429131;0.625045;0.9532662;0.3688634;-0.1635906;-0.4535522;-2.133274;-1.612462;-1.787206;-2.866523;-0.3823399;-1.175663;-1.787338;-1.322824;-1.295448;-1.88488;0.0213687;-0.608561;-0.3869255;0.0007614814;0.4798749;0.7946069;-0.1197391;-1.419533;-1.58618;-2.614422;-3.408738;-2.431331;0.1958785;-1.816868;-2.058958;-2.06875;-2.498415;-2.734655;"Non";"Sous";"Sous" +"G487";-0.3999281;-0.6875171;-0.7015946;-0.5027968;0.009760819;-1.229249;-0.6597634;-0.1889969;-0.9958966;-0.8617052;-1.270113;-2.353471;-1.492114;-1.642056;-1.188543;-1.431418;-2.28137;-2.267152;-1.222744;-1.181441;-0.5502102;-0.9114559;-0.5241148;-0.1662294;-0.4284796;-0.8750374;-0.4517257;-1.910869;-2.149698;-2.661521;-0.8990267;-1.976895;-1.183636;-2.029106;-1.879315;-2.883087;"Non";"Sous";"Sous" +"G491";-0.04730177;0.09623959;0.1773773;0.4811034;-0.1538927;-0.4316706;0.2177428;1.156543;1.971952;2.262632;2.068283;2.661448;0.52089;1.484811;1.964385;2.499679;2.325636;2.329795;0.02442291;-0.200398;0.3081994;-0.3232297;-0.5325989;-0.6951493;0.3244413;1.35094;1.836789;2.000219;2.185367;2.440485;0.2530215;1.333143;1.98305;2.142471;2.138142;2.441982;"Non";"Sur";"Sur" +"G493";0.07302086;0.1237243;-0.04079811;0.3129908;-0.21881;-0.3709268;0.4154551;1.322512;2.11393;2.078329;2.125336;2.565917;0.5509936;1.533755;1.849878;2.242047;2.145274;2.352966;-0.01857777;-0.1013153;0.4288528;-0.3660573;-0.5730944;-0.7859395;0.2713005;1.41443;1.825826;1.885657;2.09238;2.393059;0.4454155;1.424925;2.020197;1.969635;2.075227;2.351715;"Non";"Sur";"Sur" +"G495";0.1225992;0.1854133;-0.004746537;0.3008856;-0.2014916;-0.40905;0.4599165;1.398253;2.048277;2.351002;1.929012;2.360672;0.4553615;1.659251;2.033082;2.479837;2.282456;2.239364;0.2472205;-0.0175483;0.3490021;-0.2474222;-0.4877398;-0.8022126;0.4231123;1.64083;1.993309;2.097415;2.234331;2.300847;0.7099335;1.672928;2.197744;2.259754;2.194817;2.188014;"Non";"Sur";"Sur" +"G499";0.1985705;0.5480748;0.5963222;0.05285591;-0.6269107;-0.8592148;-0.6313556;-1.008641;-2.227783;-1.753888;-1.859528;-2.138803;-0.3796735;-1.029623;-1.412601;-2.005035;-1.949018;-1.63026;-0.8929389;0.1539549;0.9309565;-0.2506464;-1.244912;-0.9467205;-0.5076008;-0.9305914;-1.153279;-2.502566;-3.464703;-2.606453;-0.5317944;-1.276846;-0.6613525;-2.427446;-2.676615;-1.956013;"Non";"Sous";"Sous" +"G500";-0.06590967;0.1638175;-0.1177422;-0.2375545;-0.3296096;-0.2816358;0.4601759;2.037962;2.637556;2.665061;2.422922;2.74121;0.3189281;2.359136;2.405465;2.953936;2.864385;2.460718;0.2673345;-0.3166483;0.5633348;-0.5780358;-1.097562;-0.9813204;1.2766;2.554356;2.593923;2.3313;2.763744;2.573984;0.7151124;2.454949;2.703276;2.654584;2.534212;2.596728;"Non";"Sur";"Sur" +"G503";-0.4003364;-0.02162726;-0.1358039;0.02343734;0.04113604;0.4984476;-1.308552;-1.967761;-1.834357;-2.19581;-2.627344;-3.144925;-1.171738;-2.88759;-2.073472;-2.976436;-2.915423;-3.12902;-0.02418774;0.05358525;-0.09582047;0.079905;0.1859029;0.6809849;-1.05878;-2.297303;-2.119878;-1.734716;-2.310181;-3.271418;-1.193809;-2.869421;-2.622104;-2.630428;-2.686682;-3.68952;"Non";"Sous";"Sous" +"G505";0.04842408;0.1722903;-0.1711762;0.6260892;-0.01532476;-0.2105142;0.2588536;1.549386;2.591286;2.646773;2.644936;2.930633;0.328859;1.48499;2.270341;2.667554;2.698068;2.56483;-0.05735421;-0.3712235;0.4693244;-0.229727;-0.6102421;-1.058058;0.4495996;1.616512;2.228793;2.222349;2.492789;2.674107;0.2112436;1.6461;2.349992;2.572019;2.615662;2.60664;"Non";"Sur";"Sur" +"G521";-0.1639558;-0.01225477;0.02562015;0.1615557;0.9783768;0.5145422;-0.5071672;-1.155905;-3.480345;-2.903289;-2.403714;-2.755602;-0.8304377;-1.932365;-2.166834;-2.807539;-2.206439;-1.976817;-0.3181849;-0.1850194;-0.5758456;0.1083345;0.5169003;0.8669818;-1.046676;-2.800241;-2.565502;-3.551506;-3.218425;-2.758614;-0.9222068;-2.7088;-2.926122;-2.742399;-3.259566;-2.574723;"Non";"Sous";"Sous" +"G550";-0.2639962;-1.036928;-0.2790256;-0.4618696;-0.9250215;0.6411294;-1.386896;-3.13297;-4.587331;-3.997022;-3.857348;-3.703342;-1.088817;-3.373535;-2.795121;-3.710676;-3.939748;-2.87982;0.2953959;0.3707042;-0.09556187;0.7955918;0.3809763;0.3874881;-1.380979;-3.887876;-2.744784;-2.922684;-2.948422;-2.535173;-0.6357501;-2.860338;-3.077589;-2.653775;-2.918353;-2.907995;"Non";"Sous";"Sous" +"G552";-0.3452109;-0.141176;0.2082295;0.1680768;-0.4697798;-0.5716696;-0.9523919;-1.866831;-2.666834;-2.21523;-2.388389;-2.250373;-1.099039;-1.904416;-2.477915;-2.21523;-2.615136;-2.481867;-0.3343286;0.9697296;0.1001374;0.2392012;-1.058772;-1.081036;0.1647355;-1.543695;-1.74501;-2.088719;-2.615136;-2.481867;-0.6096442;-2.096967;-1.895883;-2.21523;-2.302167;-2.370976;"Non";"Sous";"Sous" +"G559";-0.4131458;0.7772149;-0.1904955;0.5445644;0.08558054;-0.8331252;0.6450164;3.06114;3.642822;2.29663;2.809434;1.992557;0.3107822;2.849111;2.221627;2.629589;2.301572;2.141379;-0.2322896;0.3946432;-0.07125227;-0.1919325;0.2071701;-1.118189;0.2869265;3.995717;3.651462;2.36405;2.441104;1.83827;-0.4972646;2.95176;2.506748;2.413198;3.204578;2.12447;"Non";"Sur";"Sur" +"G560";0.03651166;0.08106643;0.1178537;0.3907793;-0.1177926;-0.2267485;0.5413198;1.818165;2.789716;2.842065;2.548881;3.096996;0.7268834;2.032295;2.694197;2.866309;2.841838;2.872585;0.09571686;-0.2187061;0.5180631;-0.2320535;-0.6333094;-0.9570807;0.554652;2.139638;2.527476;2.518213;2.630492;2.913459;0.6643116;2.173322;2.719699;2.709394;2.691976;2.844293;"Non";"Sur";"Sur" +"G562";0.004594149;1.323784;1.966233;3.317148;1.98874;0.5249452;0.2096516;0.2676393;1.118104;1.849808;2.632139;4.218431;-0.2810835;1.213327;2.226055;3.424597;3.724672;4.495326;-0.1044751;1.719313;3.1466;2.695605;1.375576;0.5005165;0.1855934;0.2564867;0.040376;2.07218;2.77161;4.269937;0.1131117;1.373076;2.636731;3.72923;3.966112;4.377936;"Non";"Sur";"Sur" +"G564";-0.1995591;0.9645327;0.4826606;1.358126;0.8225644;-0.7209214;0.8487;3.08476;3.594901;3.768393;3.421314;3.606705;1.034163;3.155795;3.174822;3.783592;3.229933;3.430294;0.265937;0.5193906;1.278096;0.6485602;0.03584257;-0.681959;0.7747016;2.941654;3.294233;3.415535;3.140831;3.691547;1.240313;2.824068;3.197549;3.693726;3.176262;3.253772;"Non";"Sur";"Sur" +"G568";0.1516656;2.658409;0.7196912;-1.651881;0.5313278;-1.229678;-1.176771;1.381478;-0.1580192;-0.913171;-0.3103954;-2.05005;-0.1377929;2.619361;0.5328459;-0.3581409;-0.4717871;-1.622524;0.1552136;2.358991;2.114051;-2.002586;-2.971387;-0.8059103;-1.451956;-1.009734;-0.1398992;-3.194331;-4.245504;-2.170435;1.12471;2.243778;1.67544;-1.417168;-3.061622;-1.685552;"Sous";"Sous";"Sous" +"G570";0.03947201;-0.001185151;-0.4550798;0.4087581;-0.349143;-0.5578617;0.299878;1.343045;2.100585;2.107669;2.120266;2.336802;0.5962968;1.332477;1.651266;2.218309;2.122313;1.774778;0.08623942;0.04841299;0.2861197;-0.4657733;-0.4254049;-0.8572831;0.3303872;1.298342;1.650703;1.850334;1.929217;2.042412;0.5444269;1.29814;1.745343;2.184193;2.001016;1.782738;"Non";"Sur";"Sur" +"G574";-0.1076907;1.434248;3.395098;3.946212;4.61624;4.100915;-0.6268577;-0.5708211;-0.3655677;-0.8907833;-0.7451738;-0.35903;-0.5025964;-0.05636203;0.1471176;-0.6547245;-0.7451738;-0.1524003;0.1714444;0.5466585;2.672716;2.89231;3.579484;3.576946;-0.5219436;-0.9566934;-0.06335684;-0.8907833;-0.7451738;-0.35903;0.3015176;-0.9566934;-0.2775997;-0.8907833;-0.5802192;-0.35903;"Sur";"Non";"Non" +"G575";0.0396997;1.802854;2.910198;3.540893;3.59437;2.517476;-1.309664;-2.817833;-2.861408;-2.673071;-2.111633;-1.948962;-1.085998;-1.930215;-1.314802;-2.106298;-2.208267;-1.228473;-0.09278617;1.131532;2.612502;2.661835;3.047232;2.712218;-0.9489462;-3.635587;-2.699139;-2.804248;-2.419021;-1.821446;-0.9607493;-2.941578;-2.043004;-2.3068;-2.369329;-2.283616;"Sur";"Sous";"Sous" +"G579";0.1025451;-0.6878294;0.2603396;-0.3178869;-0.392481;0.0005339282;-0.2253972;-1.639303;-2.949267;-3.902591;-3.346708;-3.748902;-0.2817956;-0.9191269;-2.523732;-4.176422;-3.586536;-3.279045;0.08162168;-0.1454048;0.09905793;-1.301436;-1.772822;-1.765967;-0.1664684;-0.8670337;-1.9018;-5.428053;-4.602925;-3.454276;-0.5148826;-1.466565;-2.429228;-4.162444;-5.227217;-2.967291;"Non";"Sous";"Sous" +"G581";-0.2197982;0.5138534;-0.4007152;0.4152786;0.9288375;-0.5289527;-0.2512179;1.967539;3.716078;4.008704;3.714921;2.465362;-0.04352057;1.952801;2.70735;3.383167;3.523164;2.009719;-0.5898663;-0.9951895;-0.07015854;-0.5741438;-0.007877408;-1.174282;-0.3662938;1.204897;2.670851;3.512566;3.168203;2.03748;-0.5263106;0.7178522;2.301763;3.381865;2.907852;1.535856;"Non";"Sur";"Sur" +"G588";-0.5295532;0.3820369;-1.138472;-2.28045;-2.225289;-2.534652;-1.10404;-1.183744;-2.755155;-3.261338;-3.980542;-1.117627;-1.173149;-0.8553678;-2.130395;-2.789418;-4.130436;-0.8447413;-1.315519;0.2760627;0.2963515;-0.7220316;-0.1504661;-1.412375;-0.2891817;-0.367392;-1.523923;-3.428736;-3.300234;-3.914426;-2.264169;-0.09405304;-2.592024;-3.730666;-3.579084;-5.07127;"Sous";"Sous";"Sous" +"G589";-0.7638377;0.1620215;-1.459302;-1.877139;-2.1752;-2.189033;-0.4041904;-0.6339016;-1.710596;-2.157962;-2.976741;1.199927;-1.411915;-0.1187834;-1.706688;-1.878603;-2.488662;0.6546111;-1.186149;-0.1081099;0.1954032;-0.4147249;-0.0895384;-1.47147;-1.427779;0.5166688;-0.7133869;-1.708816;-2.890425;-2.373826;-1.261979;0.751911;-0.8597732;-2.625788;-3.063904;-2.835995;"Sous";"Non";"Sous" +"G602";-0.5968672;0.8831107;-1.171773;-2.567305;-2.511349;-2.28171;-0.7094259;-1.009946;-2.005912;-3.100537;-3.87758;-2.533681;-1.316648;-0.342942;-2.101747;-3.009408;-3.879585;-2.687761;-0.966529;0.4745323;0.2626046;-0.3992373;-0.5364203;-1.374946;-0.07731176;0.3122407;-1.361372;-2.923008;-2.704912;-3.375853;-2.183354;-0.2479253;-1.912215;-3.073312;-3.184398;-3.877227;"Sous";"Sous";"Sous" +"G604";-0.04412548;0.2517346;-0.267574;0.4068687;-0.214305;-0.4559716;0.5546567;1.96374;2.977802;2.843659;2.422152;2.586022;0.635697;2.140201;2.651809;2.846575;2.602384;2.141704;0.2052288;0.0165344;0.4555891;-0.2685645;-0.4655777;-0.6278889;0.6221356;2.129343;2.653471;2.511661;2.461006;2.392009;0.7439862;2.172967;2.793218;2.787524;2.435285;2.196023;"Non";"Sur";"Sur" +"G606";-0.1187469;1.456639;0.7999651;0.2468279;0.5321063;-0.5012645;-0.1450381;-0.8107231;-0.9130421;-2.576532;-1.622439;-1.598216;-0.1383422;-0.891321;-1.411988;-2.607661;-2.292084;-2.317781;-0.6316288;0.5316812;0.6540778;0.2730389;0.6012531;-0.7094254;-0.4705498;-0.7426489;-1.76311;-2.34472;-2.548233;-2.210735;-0.3815795;-1.295004;-1.950364;-2.21821;-2.51537;-2.927624;"Non";"Sous";"Sous" +"G609";-0.1727176;-0.2533071;-0.2591318;0.6595063;-0.7577559;-0.3712832;0.8101108;3.58007;4.709287;4.097567;3.51373;3.639622;0.6390315;3.915672;4.552663;4.101437;3.643251;3.148481;-0.3419844;0.4165444;0.3424894;-0.1231192;-1.065261;-0.9702589;1.331234;3.915448;4.493353;3.840696;3.142016;3.300736;1.579427;4.078767;4.774658;3.897688;3.109301;3.17305;"Non";"Sur";"Sur" +"G610";-0.07307813;-0.5742038;0.1867749;-0.5022723;-0.05192046;0.4574308;-0.1601527;-1.868373;-2.607429;-3.385639;-3.494262;-5.298472;-0.296539;-1.84066;-1.955498;-3.626309;-3.657617;-3.349942;-0.4006848;-0.01871729;-0.5122735;0.7931449;0.9759336;0.6431996;-0.7056021;-1.66612;-1.705158;-1.553661;-1.258883;-3.38169;-0.6843327;-1.324381;-2.19971;-2.255121;-2.451877;-3.963062;"Non";"Sous";"Sous" +"G617";-0.142396;0.113527;0.1386009;0.3401108;-0.3424359;-0.2234974;0.4266109;2.062199;3.077098;2.704024;2.412296;2.602319;0.5591565;2.316368;2.983303;2.692472;2.503697;2.180763;0.2015663;-0.09980183;0.4063656;-0.5253183;-0.5326332;-0.9770373;0.8823134;2.459418;2.82275;2.449302;2.295902;2.340615;0.8631885;2.423271;3.006942;2.402156;2.213952;2.255152;"Non";"Sur";"Sur" +"G621";-0.2481727;-0.01941443;0.01267844;0.5607629;-0.2974984;-0.3701924;0.4057781;2.814483;3.938612;3.109283;2.614733;2.784037;0.4625898;2.930892;3.639043;3.160251;2.619302;2.395885;0.216516;0.3082242;0.4213942;-0.4635756;-0.7040767;-1.076459;0.7164561;2.996727;3.561762;3.143083;2.525781;2.369499;1.083245;2.953335;3.559362;3.097773;2.558348;2.271924;"Non";"Sur";"Sur" +"G627";0.4975338;1.020093;0.1231036;-0.1513875;-0.5778365;-0.6172966;0.6374596;0.8414087;-0.1362063;-0.7100771;-1.222075;-2.666191;0.9150347;1.012219;-0.5381976;-0.5762132;-1.122558;-1.992576;0.6034162;0.7952213;0.9303712;-0.4609601;-1.223293;-0.6028814;0.7241223;0.6411886;0.3874522;-1.935119;-2.631023;-2.769362;1.173116;0.3939781;0.0852436;-1.520003;-3.35026;-2.329189;"Non";"Sous";"Sous" +"G631";-0.01416556;1.354472;0.2814374;-0.9802814;-0.6305013;-1.012169;-1.125902;0.4128408;2.289756;1.259991;1.425166;2.089609;-0.5376918;0.7027017;1.159962;1.108923;1.314274;2.039266;-1.507305;-0.5100385;-0.2630695;-1.44242;-0.1727318;-0.4673308;-2.385869;-0.400664;1.02914;0.1460932;0.2957035;1.882641;-2.111094;-0.4754541;1.832442;0.3504327;0.5701134;2.616767;"Non";"Sur";"Sur" +"G635";-0.3350473;0.01618675;0.5299662;0.623278;0.04171026;-0.2472701;0.811489;2.716667;3.07104;2.975264;2.544041;2.710183;0.8523899;2.943306;3.414117;3.022601;2.857623;2.603231;-0.2420993;-0.08145848;0.4913329;-0.3082429;-0.3901073;-1.22429;1.205598;2.9855;3.074803;2.650822;2.58341;2.145617;0.9295044;3.17932;3.313138;2.847287;2.703297;2.413792;"Non";"Sur";"Sur" +"G637";0.03859495;0.0585315;0.1210506;0.5076022;-0.3087448;-0.3285239;0.8729547;2.745775;3.760837;3.397832;3.010095;3.391026;1.059014;2.894163;3.446372;3.41032;3.033689;2.738092;0.2967989;0.0309195;0.6320587;-0.3194855;-0.6510216;-1.000396;1.17415;2.846086;3.429405;2.971378;2.662346;3.048382;1.379126;2.81817;3.558022;3.081519;2.670862;2.756837;"Non";"Sur";"Sur" +"G645";-0.3990113;0.3195772;-1.071707;-2.193632;-2.51004;-1.864185;-0.4213527;-0.9084328;-1.397702;-2.68085;-3.032858;-2.609544;-1.060932;-0.3892201;-1.912666;-2.407247;-3.033631;-2.472158;-1.389742;0.360791;0.2959257;-0.2089839;-0.2737315;-0.5080273;-0.4289283;1.036519;-0.3257917;-2.025309;-0.8071563;-2.365112;-1.822393;0.8433212;-0.5754463;-1.566652;-1.625853;-2.448712;"Sous";"Sous";"Sous" +"G647";0.05997196;0.1144975;-0.8768604;-1.239625;-0.8899383;-1.189643;1.899821;3.764859;3.604887;3.864676;3.837736;4.469025;2.082686;3.680282;3.015876;3.189081;3.288799;4.228554;0.1008697;0.3816288;0.04525605;-1.212965;-1.600086;-0.8373521;2.134018;3.553542;3.395139;3.596904;3.334223;3.97955;2.255381;3.296282;3.104396;3.322096;3.361118;3.970158;"Sous";"Sur";"Sur" +"G656";-0.02388814;0.7725334;0.03196908;0.3983502;0.07912651;-0.1240268;0.3325711;2.858604;3.321717;3.749959;3.817611;3.535323;0.5418392;2.914122;3.250181;3.644944;3.612713;3.403935;0.4435592;0.007848941;0.3668055;-0.3491883;-0.5884463;-0.9346188;0.7450389;2.63163;3.459329;3.85949;3.541779;3.357328;0.2906769;2.96618;3.501526;3.530292;3.798155;3.664591;"Non";"Sur";"Sur" +"G663";1.731727;1.342546;1.121728;0.7321341;0.7448395;0.937971;-0.06553604;-0.7219313;-0.8541986;-1.346126;-1.09104;-2.43207;1.673402;0.8080308;0.1200223;0.3239486;0.1792261;-1.818857;1.395046;1.399434;0.7651388;0.9677223;0.5097246;1.063886;-0.3494887;-0.6956068;-0.7284705;-1.524336;-1.749255;-1.956823;1.66528;0.4060366;-0.001723108;-0.6803404;-1.190449;-2.247125;"Sur";"Sous";"Sous" +"G665";0.05394163;0.4003315;0.3022364;0.5485287;0.3204474;-0.4240216;0.6634911;2.537265;2.575372;3.089683;3.3397;2.630145;0.8028552;2.457908;2.832188;3.040658;2.876879;2.513386;-0.09902906;0.1214028;0.8099452;-0.3870768;-0.3006956;-0.5837519;1.196762;1.731466;2.663534;2.929533;2.854548;2.288018;0.8289062;2.238887;3.018125;2.643469;2.860467;2.383363;"Non";"Sur";"Sur" +"G666";0.2631738;1.3692;0.1054257;0.4349751;0.005534105;-0.3463119;0.1423054;2.563443;2.991506;3.885227;4.337137;3.667757;1.022414;2.529619;3.124037;3.843612;3.780602;3.20001;-0.1875521;0.008852824;1.00816;-0.1960668;-0.3891686;-0.8306088;1.056647;1.463018;2.958496;3.501292;3.508085;3.320819;1.056811;2.166006;3.510511;3.293285;3.673568;3.587148;"Non";"Sur";"Sur" +"G667";-0.2425845;0.4760955;-0.4559999;0.3043048;0.0584103;-0.5465311;-0.0290814;1.768148;2.622371;3.795888;4.419523;4.504678;-0.1099849;1.890821;3.000136;3.700458;4.561631;4.322447;0.1889355;-0.2273335;0.5980186;-0.3763081;-0.6342696;-1.226582;0.4935316;1.392804;2.750728;4.059661;4.446463;4.461061;-0.1430142;1.857871;3.307499;3.718987;4.574744;4.581925;"Non";"Sur";"Sur" +"G669";-0.1844255;-0.1884984;0.1238838;-0.2539125;-0.07332162;0.3697211;-0.04272936;-1.32418;-2.060546;-1.959474;-2.394763;-2.563561;-0.2905606;-0.905995;-1.623672;-2.448385;-2.435283;-2.148272;-0.2205221;0.01652707;0.01492373;0.3374618;0.1716783;0.6429495;-0.2041255;-1.47388;-1.688579;-1.703656;-1.812439;-2.141761;-0.2960445;-1.272867;-1.627505;-2.179603;-1.935562;-2.136355;"Non";"Sous";"Sous" +"G670";-0.2522852;0.0924974;0.6362458;1.601333;2.174726;2.073223;-0.4353331;1.220933;-0.04840697;-0.3163166;1.15422;1.187522;-0.5798009;0.271633;0.3091126;-0.04681782;1.593292;2.454132;0.7820109;0.9587918;0.5312036;1.212242;0.8490544;2.062899;0.3499948;1.52844;1.368237;-0.48722;-0.706236;1.721706;0.9098015;1.349819;1.429736;1.559448;0.1316077;1.409352;"Sur";"Sur";"Sur" +"G673";0.008956959;0.3738187;0.006775365;0.4081444;0.09859832;-0.3870787;0.3144551;1.975771;2.552883;2.773613;2.597318;2.505536;0.6066358;2.186671;2.754956;2.665236;2.551812;2.115564;-0.08194346;-0.05533845;0.6301217;-0.4629678;-0.5844077;-0.8435252;0.7732394;1.754013;2.62909;2.396722;2.170598;2.22404;0.628151;2.059947;2.918491;2.367502;2.391733;2.2648;"Non";"Sur";"Sur" +"G684";-0.07108147;-0.5294904;0.4041961;-0.1813414;-0.6219551;-0.3597443;0.1987823;0.2468858;1.00913;1.342231;1.047797;1.437893;-0.03938409;0.2935912;1.559974;1.241837;1.561798;2.350674;0.00741516;-0.4597804;0.1520949;-0.2743731;-0.3830292;-0.9150782;0.2117069;0.9710418;1.356173;1.571214;2.055548;2.150372;-0.1178509;1.077941;1.360906;1.296336;1.686779;2.302122;"Non";"Sur";"Sur" +"G685";-0.006739388;2.797602;2.85351;0.8017042;0.3045357;-0.6775269;-0.6153027;0.6918505;0.3026854;-0.2418274;-0.7442941;-2.964685;-0.04289413;2.976899;2.422241;1.59905;0.4835789;-1.800153;0.04680214;2.738604;3.538064;0.4906715;-1.664057;-0.991318;-1.044615;-0.8474765;0.2508364;-3.087336;-4.037462;-3.577954;0.8764662;3.035136;3.231495;0.4828803;-1.510191;-2.445715;"Non";"Sous";"Sous" +"G686";-0.4465752;-1.280777;-0.5132207;-0.8678969;-0.5127649;0.1591435;-1.024526;-3.445158;-3.569539;-2.937968;-2.468288;-2.177183;-1.272926;-3.722717;-5.211031;-3.717975;-2.475091;-2.234286;-0.3008606;-0.5282411;-1.254828;-0.4619498;-1.462681;-1.675393;-1.179931;-4.193982;-4.5318;-1.271544;-1.589535;-1.897532;-1.171954;-4.563925;-5.011565;-3.378709;-2.482806;-2.145138;"Non";"Sous";"Sous" +"G693";-0.3092511;0.4693489;-0.4701097;-1.475472;-1.347691;-1.669386;-0.6974617;-0.5661646;-2.140638;-3.206684;-2.822372;-2.55539;-0.878195;-1.026358;-1.33623;-2.841446;-2.361279;-2.269699;-1.111146;0.3655965;0.1662239;-0.5821225;-0.3534835;-0.695847;-0.3068467;0.2731434;-0.8585898;-1.516559;-1.702542;-2.712579;-1.73657;-0.2405808;-1.476521;-2.591444;-2.181398;-3.039351;"Sous";"Sous";"Sous" +"G694";0.1215946;0.7518671;-0.4805285;-0.01779298;-0.7026386;-0.327104;0.2603076;-1.657278;-4.637479;-4.574509;-4.671554;-3.232172;0.01449351;-2.165958;-2.124105;-4.749178;-4.552788;-2.077557;-0.7706146;-0.7306591;0.3991267;-1.284669;-1.081845;-0.903492;-1.209692;-3.242956;-3.298925;-5.796455;-5.984029;-4.278319;-1.944785;-3.7957;-4.251248;-4.28412;-6.25509;-4.90264;"Non";"Sous";"Sous" +"G698";0.4336509;0.5464333;0.2392146;0.7728974;-0.2913612;-0.3935092;1.371287;4.089938;5.575109;6.278649;5.961371;6.392034;1.359315;4.631019;6.018543;6.364865;5.96703;6.504885;-0.07981544;0.01878734;0.5634442;-0.5429282;-0.5445699;-1.013636;1.36693;4.896602;5.263582;6.3006;6.074459;6.334085;0.4139647;5.352847;5.940595;6.549116;6.353464;6.444813;"Non";"Sur";"Sur" +"G700";-0.04216406;-0.1159298;0.08817407;-0.1394339;0.03519836;-0.1742537;0.7280224;2.330694;2.720185;2.260587;2.206318;2.264832;0.6666414;2.376824;2.684741;2.285656;2.554468;1.970192;0.2564611;-0.1223731;0.1467904;-0.1749001;-0.192117;-0.8556906;1.106158;2.542754;2.627893;2.132053;2.429846;2.138901;1.359486;2.591975;2.786049;2.018513;2.245913;1.925698;"Non";"Sur";"Sur" +"G702";-0.5822222;-1.529109;-0.1657648;-0.5406599;-0.8766399;1.073347;-1.507733;-3.194022;-2.519198;-2.609558;-2.701417;-3.565408;-1.236946;-2.315356;-1.033439;-1.442351;-2.109042;-2.835585;0.01934695;0.1747306;-0.428552;1.331974;0.3689791;1.339719;-1.245437;-2.865838;-1.68865;-0.6990831;-0.8652195;-2.252211;-0.5930978;-1.47672;-1.011284;-0.8066888;-1.49361;-2.35758;"Sur";"Sous";"Sous" +"G704";0.1600273;0.01542403;-0.1949782;0.3178897;0.2412582;-0.7215256;0.2419402;0.04122539;1.442055;1.702439;2.767752;2.525049;0.2613951;0.259572;1.140459;1.571789;2.782718;2.66301;0.3364664;0.3606782;-0.1273389;-0.07941107;-0.2898215;-0.4920988;0.3168473;-0.05193599;0.9235832;2.085942;3.11646;2.802218;0.06061938;0.7747243;1.870338;2.065169;2.900805;3.0693;"Non";"Sur";"Sur" +"G709";-0.1723316;-0.6778379;-0.02350884;-0.6311623;-0.3745473;0.6851097;-0.4664382;-2.075374;-4.668162;-3.706582;-3.725176;-3.345515;-0.8244491;-2.424183;-2.242675;-3.882186;-3.415479;-1.981474;-0.1781212;-0.06934559;-0.2152949;0.4017895;0.0397739;0.6805012;-0.8219045;-2.596137;-3.143308;-2.228073;-2.061275;-1.864062;-1.180004;-1.912121;-2.789428;-3.219733;-2.674726;-2.475646;"Non";"Sous";"Sous" +"G715";-0.1751513;-0.3593703;-0.2788915;-0.4690553;-0.5522334;-0.4378707;-0.6405535;-2.02864;-3.464313;-3.337315;-2.730701;-2.04618;-1.135972;-2.280636;-2.621114;-3.919559;-3.247277;-1.911946;0.130567;-0.342833;-0.6150126;-0.4820348;-0.3172601;-0.5845728;-0.7870332;-2.308462;-2.328363;-3.418571;-3.15357;-2.588779;-0.4686799;-2.72416;-3.524387;-3.454501;-3.149081;-2.363747;"Non";"Sous";"Sous" +"G717";-0.1087658;-0.1574344;0.03198454;0.3150287;-0.313272;-0.4450093;0.4272933;1.162593;2.04825;2.284169;1.829146;2.130094;0.5444495;1.494527;1.998377;2.029504;2.371797;2.18832;0.1521906;-0.0790529;0.2418708;-0.1779448;-0.3271299;-0.6838306;0.5329686;1.686651;1.957476;2.210512;2.461746;2.215546;0.3694127;1.642651;2.031942;2.282599;2.163345;2.080387;"Non";"Sur";"Sur" +"G724";1.055965;2.378208;2.141025;1.319085;0.4390792;-0.6591192;0.09895013;0.9031267;0.4435677;-0.6981721;-1.752191;-2.988271;1.083168;2.422901;1.798796;1.371316;0.2607223;-2.249613;0.5591195;1.988015;2.465355;0.7264764;-0.2749343;-0.5440553;-0.2811055;0.01614941;0.392643;-2.280002;-3.219848;-2.982115;0.9925906;1.937263;2.377006;-0.1185603;-1.834793;-2.684538;"Non";"Sous";"Sous" +"G729";-0.1496123;-0.05351439;-0.4767482;-0.5339613;-0.4556874;-0.5337892;0.3919834;-0.4740134;-1.682134;-3.148635;-3.003625;-3.688361;0.1580543;-0.9454521;-1.779952;-2.998525;-3.527828;-2.942898;-0.2499978;-0.2869077;-0.2869653;-1.06253;-0.2314315;-0.4676418;-0.1156716;-0.919187;-1.225111;-3.138277;-3.462938;-3.431022;-0.3452762;-1.157455;-1.969123;-3.482551;-3.622755;-3.760674;"Non";"Sous";"Sous" +"G730";-0.2086148;0.1081371;-0.1769834;0.5643258;-0.1831234;-0.3193854;0.3820667;2.313963;3.246892;3.139312;2.690319;3.185705;0.6850347;2.556761;2.882147;3.057565;2.912794;2.5583;0.1550599;0.1044702;0.3059563;-0.2806919;-0.4228851;-0.8716031;0.570248;2.413445;2.918342;2.671194;2.67447;2.918217;0.9889713;2.48302;3.062393;3.039536;2.527193;2.600177;"Non";"Sur";"Sur" +"G742";-0.05022547;-0.8661421;-0.09638936;-0.3798131;-0.1345063;0.5573198;-0.6791235;-1.774939;-2.76383;-2.609509;-2.409809;-2.46824;-0.6891252;-1.777612;-1.791382;-2.574148;-2.319924;-2.209069;-0.2842643;-0.008625989;-0.4341683;0.6605827;0.302998;0.7569157;-0.5681391;-1.576939;-1.931068;-1.260077;-1.315651;-1.738541;-0.5330288;-1.135546;-1.917734;-1.621431;-2.047468;-2.099069;"Non";"Sous";"Sous" +"G753";0.2064946;0.2546085;-0.3260005;0.2503793;-0.4846773;-0.3200374;-0.03236058;0.0903321;0.2430272;1.360241;2.221197;2.828549;0.1332218;0.4043552;0.195812;1.871156;2.479309;2.30472;-0.29743;-0.3784884;0.1929571;-0.5938682;-0.7354945;-1.097375;-0.05976835;0.138109;0.4142561;1.327483;1.689063;2.264132;-0.06534091;-0.1655463;0.1950511;1.482408;2.293929;2.151866;"Non";"Sur";"Sur" +"G761";-0.1344085;-1.281537;-0.5108371;-0.9573139;-2.098745;0.2770855;-0.716984;-1.497507;-2.663951;-1.84953;-3.197893;-2.259279;-1.282675;-1.885035;-1.131199;-2.401229;-2.976896;-2.029631;0.1207718;-0.6298886;-0.5399444;1.493422;-0.1667836;0.9223235;-1.228797;-2.499405;-1.091879;-1.336424;-2.735559;-2.437951;-0.07512608;-1.633791;-2.295204;-2.316692;-2.771794;-2.690535;"Non";"Sous";"Sous" +"G765";-0.03115676;-0.0717848;-0.4063;-0.1372102;0.02135908;0.5642139;-0.07208758;-1.028609;-2.404454;-2.383578;-2.422448;-2.152079;0.05953423;-1.691307;-1.401263;-2.59199;-2.189022;-2.010455;-0.1811792;0.02635846;-0.1745195;0.3101525;0.508402;0.6076598;-0.00159751;-1.714479;-1.675083;-1.748553;-1.618184;-1.951379;-0.3255303;-1.359832;-1.935378;-2.289847;-2.227865;-2.401163;"Non";"Sous";"Sous" +"G766";-0.1199831;0.269049;0.7447047;0.04337117;0.6848868;0.9433524;0.05871604;-1.250777;-2.643068;-2.17645;-2.25734;-2.456175;0.4368904;-1.06;-1.283009;-2.699017;-2.038484;-0.9053279;-0.3345238;0.7893108;0.07531878;0.3802894;0.8002288;1.286448;0.5926137;-1.789654;-1.645859;-2.368752;-2.688496;-1.698056;0.860821;-1.078198;-1.868995;-2.862761;-2.340101;-2.305945;"Sur";"Sous";"Sous" +"G768";0.6761275;0.5291348;0.5976803;1.188461;0.8126182;0.19701;0.3031828;0.04225286;-1.297555;-2.119691;-1.58258;-2.341104;0.999564;0.02663103;0.3301505;-0.3356314;-0.9936594;-1.772888;0.8916171;0.5073824;0.1916662;1.067949;0.7054949;1.115631;-0.1369146;-1.071379;-0.8495004;-2.693672;-2.973265;-1.986662;1.339486;-0.5494884;0.116137;-1.495284;-2.172416;-2.627347;"Non";"Sous";"Sous" +"G769";0.3505018;-0.7470948;-1.02455;-0.7205853;-0.7443849;-0.5956773;0.0860824;-0.1198928;-0.2661921;-1.842138;-2.581868;-3.011981;0.146076;-1.857268;-1.633264;-2.230271;-3.002049;-3.386708;0.3163225;-1.158142;-2.119587;-0.8634486;-0.6365229;-0.7766848;0.007406774;0.2977648;-0.3139231;-1.845616;-2.29206;-2.690193;0.02828048;-2.12057;-2.232626;-3.091501;-3.739105;-3.70107;"Non";"Sous";"Sous" +"G770";-0.2898053;0.8406797;0.1081388;0.2525392;-0.8436056;-0.9000839;0.8212326;1.078782;-0.3621195;-2.202122;-2.608676;-2.82629;0.5643371;1.495436;-0.7363276;-1.890677;-2.878731;-2.430313;-0.0591698;0.5349523;0.574149;-0.430452;-0.8221505;-1.022605;0.9477807;0.4248613;0.4202893;-2.924159;-2.817706;-2.906759;0.5214353;-0.02798121;-0.5459892;-2.817071;-3.383002;-2.678753;"Non";"Sous";"Sous" +"G776";0.06717418;2.64698;2.34429;3.186784;2.129539;1.24625;0.8411992;5.966893;7.137481;7.02279;6.166753;6.895829;1.542949;6.958612;7.520319;6.633407;5.740519;7.046557;0.4353452;2.294946;3.884985;1.784107;1.391961;0.1467424;2.604858;6.953789;7.324219;7.087247;6.346869;7.309274;2.426941;7.309071;7.636317;6.634481;6.185529;7.228762;"Non";"Sur";"Sur" +"G781";0.01238505;0.2408053;0.1325769;0.4269889;-0.192408;-0.1638353;0.3158673;1.235226;2.094736;2.286855;2.015257;2.45052;0.4433615;1.448584;1.961678;2.226117;2.355102;2.272553;0.01904857;-0.1270612;0.3391894;-0.4038335;-0.5446377;-0.8652659;0.4839466;1.665769;1.946309;2.208098;2.307285;2.386309;0.52412;1.741763;2.032789;2.233785;2.33629;2.306299;"Non";"Sur";"Sur" +"G782";0.014433;0.1584137;-0.038086;0.507132;-0.6483396;-0.6551246;0.7593507;2.773283;3.620374;2.710052;2.341828;2.445849;0.5390533;2.923509;3.290436;2.804938;2.458555;2.171997;-0.06879055;0.317607;0.8251308;-0.1947807;-1.152666;-0.8398352;1.321613;3.135176;3.294654;2.672123;2.185003;2.191654;1.390315;3.142702;3.442353;2.685719;2.160691;2.073891;"Non";"Sur";"Sur" +"G786";0.3060026;-0.2326963;0.1372384;-1.148121;-0.6789501;-0.4998951;-0.4933091;0.2486118;-0.2727629;0.8698571;1.711967;2.400236;-0.4462615;0.3689913;0.1661847;0.9041638;1.211164;2.465232;-0.2725667;0.3224892;-0.4649532;0.1460101;-0.1509671;-0.6918573;-0.1325909;-0.3450429;-0.2556888;0.6306238;1.966411;2.710211;0.07651321;0.100191;0.1590402;1.481668;2.625605;2.563047;"Non";"Sur";"Sur" +"G789";-0.005496491;0.7097472;0.1714379;0.488208;0.1225558;-0.3646491;-0.0578798;1.127255;2.426085;3.183431;3.277916;2.901133;0.08653476;1.682373;2.296716;3.441394;3.356405;2.595864;0.1310314;0.3308489;0.8544183;-0.150884;-0.226972;-0.6435139;-0.06347104;1.216586;1.834132;2.672123;2.741518;2.221059;0.1563911;1.764254;2.403814;3.242981;3.455197;2.301827;"Non";"Sur";"Sur" +"G790";-0.2729142;0.7976723;0.6517127;1.226205;0.8471251;0.5174067;-0.5425023;-1.577179;-3.19259;-2.624352;-3.150296;-2.69893;-0.1404019;-0.645774;-1.62366;-2.310669;-2.352294;-1.785089;0.1211802;0.9588317;0.6876788;0.7085586;0.3133732;0.8061201;-0.4013837;-2.413236;-2.475537;-3.783193;-4.115091;-2.667687;0.3879253;-1.48172;-1.778079;-2.853386;-2.939136;-2.819884;"Non";"Sous";"Sous" +"G795";-0.1260499;-0.1545476;0.3404814;0.08194979;-0.07898876;-0.6405683;0.2975488;1.746588;2.79466;2.484036;2.120051;2.511023;0.2596168;1.921483;2.995598;2.426615;2.596281;2.541018;-0.1201861;-0.1409741;0.5401333;-0.2328521;-0.6700612;-1.003255;0.3098546;2.073963;2.821952;2.405976;2.661605;2.623873;0.1921556;2.120832;2.889946;2.406801;2.423195;2.61955;"Non";"Sur";"Sur" +"G797";0.1743728;0.5071916;-0.3410183;0.1281225;-0.3039202;-0.4969096;0.3696057;0.4246596;1.055099;1.238066;1.692902;2.287412;0.4898412;0.6299567;0.934698;1.624353;1.969211;1.857579;-0.2842362;0.06500956;0.3820663;-0.3159106;-0.4028753;-0.6139132;0.2496333;0.323111;0.6233761;0.7606908;1.391923;2.043664;-0.05075656;0.01307738;0.8614665;1.182355;2.092168;1.942753;"Non";"Sur";"Sur" +"G799";-0.03685704;0.4104107;-0.04435005;0.5894998;0.1830327;-0.1772532;1.945567;1.87044;1.223024;1.895118;2.175451;2.690699;1.962925;2.064186;1.177294;1.883289;2.228069;2.87575;0.2791856;-0.4883342;0.4328746;-0.4048427;-0.6175928;-0.9576816;2.044817;1.579647;1.222051;1.673052;1.948724;2.506969;1.899195;1.467278;1.351753;1.743825;2.188003;2.61701;"Non";"Sur";"Sur" +"G806";-0.5391838;-1.235411;1.19621;0.5127488;-1.152438;0.5362443;-1.119392;-1.557459;-1.520218;-0.7425328;-0.127484;3.04698;-0.8213137;-0.8160338;-1.266003;-0.4711893;-1.031459;3.040059;0.4771322;0.9088919;0.9058634;2.047966;1.23186;1.449005;-0.6974524;-0.5456013;-0.1679354;1.822568;2.318716;4.4117;0.8304535;0.2531974;0.1811225;0.6774702;1.661091;4.150484;"Non";"Sur";"Sur" +"G810";0.2471293;0.3209845;0.2101596;0.1679622;-0.1453669;0.3106307;-0.6987597;-2.409239;-2.997993;-2.991551;-2.819903;-2.449417;-1.077679;-2.030858;-2.282573;-2.696806;-2.73226;-1.527568;-0.05745101;0.279894;0.8818577;0.4542451;0.5818171;0.7489267;-1.018588;-2.467226;-1.795203;-2.347206;-2.389425;-2.470833;-1.674769;-2.366809;-2.30155;-1.811966;-2.107132;-2.294869;"Non";"Sous";"Sous" +"G815";-0.1002258;-0.2386131;-0.0538248;-0.6638388;-0.1553355;0.6975511;-0.3334262;-1.508483;-5.062286;-4.677024;-5.395571;-4.284432;-0.1596434;-1.942787;-2.5942;-6.078931;-6.28352;-3.457018;0.06619674;0.3127292;-0.3554917;0.2590599;0.1881583;1.065562;-0.2488381;-2.019821;-3.042203;-6.455321;-5.696412;-5.402271;-0.4524295;-2.093446;-3.778192;-6.034544;-6.063456;-5.936462;"Non";"Sous";"Sous" +"G817";-0.6263802;0.1244503;-0.02828482;-0.2870531;-0.3480966;-0.8397276;3.015251;2.429027;0.5995832;-0.7602584;-1.497979;-2.168312;2.826021;2.74066;0.9912195;-0.3927692;-1.189303;-1.424946;-0.279278;0.2343331;0.2675366;-0.474491;-0.388345;-0.2570169;2.721331;2.28546;0.8079968;-0.9649552;-1.303669;-2.106427;2.30734;2.308032;1.433177;-0.9496946;-1.712223;-1.771573;"Non";"Sous";"Sous" +"G818";-0.0569805;-0.0601538;0.1927889;0.2249532;-0.6336436;-0.2428601;0.3780533;0.7019487;1.342991;1.722262;1.469526;1.941052;0.3998899;0.7552088;1.591825;1.732431;1.806807;2.491694;0.1258709;-0.09365143;0.0390054;-0.4033925;-0.4829634;-0.8365416;0.3261849;1.611445;1.560567;1.964571;2.073649;2.461094;0.2115364;1.510599;1.712114;1.925861;1.883253;2.458452;"Non";"Sur";"Sur" +"G821";0.09530916;0.2196777;-0.09767799;0.3527367;-0.4292594;-0.4785659;0.2324088;0.1845614;1.245172;1.423876;1.77603;2.387213;0.3185369;0.5735021;1.332314;1.423847;2.172868;2.274226;-0.05831782;-0.3989244;0.8457374;-0.7283141;-1.132526;-0.9760936;0.1906207;0.4903049;1.404835;0.893968;1.488841;2.131883;-0.08537366;0.3074245;1.129397;1.111163;2.116461;2.052384;"Non";"Sur";"Sur" +"G822";-0.05816437;0.3052896;0.1062931;0.3427687;-0.09954517;-0.1795795;0.250627;1.420878;2.120216;2.35598;2.340096;2.96728;0.3822543;1.548793;1.998572;2.378;2.447934;2.684983;0.06354506;-0.0353445;0.3453517;-0.5106149;-0.3538249;-0.8287071;0.3818759;1.536173;1.839728;2.231151;2.499166;2.720927;0.3333467;1.636465;2.055543;2.344163;2.546361;2.721271;"Non";"Sur";"Sur" +"G823";0.2155095;0.3891378;-0.2030998;0.9030511;-0.2193738;-0.08160741;0.5711352;2.660284;3.975981;3.881627;3.393328;3.582198;0.7689505;2.953078;3.780623;3.92028;3.547543;3.164461;-0.1380942;-0.06557379;0.344082;-0.09713175;-0.2496963;-1.095918;0.7359781;2.885599;3.594081;3.725309;3.269722;3.130242;0.8241768;3.131384;3.916441;3.839441;3.323704;3.139743;"Non";"Sur";"Sur" +"G825";-0.1730645;0.259243;-0.1689869;-0.5830654;-0.4948236;-0.8566971;-0.3018625;0.04323983;2.619272;2.687752;3.147656;3.958455;-0.3018625;0.1434894;1.267608;1.434851;2.363985;3.91583;-0.06469884;-0.162559;0.08802803;-0.1372781;-0.3909455;-0.4473254;-0.1835978;1.303248;1.532628;2.357719;3.611063;3.483737;-0.04496094;1.041658;1.564917;2.617485;4.148103;4.244113;"Non";"Sur";"Sur" +"G826";0.03835682;0.08081786;0.1431238;0.08952794;-0.234071;-0.6829623;0.9448676;3.094621;3.600116;3.469572;3.093898;2.851363;0.8128929;3.249571;3.610057;3.359585;3.303442;2.755392;-0.1501931;-0.1797386;0.3561201;-0.1976459;-0.5133986;-0.6249254;1.20173;3.236468;3.535918;3.293198;3.195739;2.845325;1.032819;3.377579;3.659727;3.141413;3.1534;2.638415;"Non";"Sur";"Sur" +"G828";0.2399168;0.5868333;0.3033268;0.7073445;-0.2978174;-1.092198;0.5980961;3.00427;4.473234;3.530745;2.496962;2.548241;0.9397843;3.253944;4.256603;3.505059;2.841142;2.546138;0.05357786;-0.1692146;0.8797543;-0.4579019;-1.127132;-1.644425;0.6847305;3.183696;4.222558;2.933182;2.686961;2.429111;1.234384;3.071506;4.380052;3.257699;2.577527;2.23181;"Sous";"Sur";"Sur" +"G829";-0.05415782;1.212523;1.95676;2.186975;1.769388;1.134126;0.3215653;-0.5614671;-1.844543;-2.742524;-3.458345;-2.964491;-0.0204715;-1.32579;-0.6345938;-3.207972;-2.38557;-1.447497;-0.706665;-0.374919;1.059072;1.40697;1.102614;0.3232764;-1.58457;-2.087463;-1.796142;-3.207972;-4.207472;-3.891059;-1.603231;-2.370393;-2.396136;-3.022438;-4.207472;-3.885206;"Non";"Sous";"Sous" +"G836";-0.144011;0.2160136;0.1435864;0.5108426;-0.613841;-0.2705752;0.6689729;2.458952;3.370551;3.063109;2.632402;3.047213;0.8738644;2.647464;3.242624;3.029058;2.854175;2.717523;0.06593113;-0.02679831;0.7295179;-0.1615906;-0.7977114;-1.107736;1.071783;2.546437;3.046216;2.682351;2.503629;2.714771;1.01574;2.714981;3.280014;2.841166;2.483652;2.699465;"Non";"Sur";"Sur" +"G837";-0.2655877;-0.4516085;-0.1448877;-0.3783786;-0.1273081;0.2079203;-0.6700151;-1.931641;-3.430188;-3.028254;-2.975302;-2.525045;-0.5724866;-2.32258;-2.224354;-3.603262;-3.408688;-2.018301;-0.3746747;0.103111;-0.4993737;0.346608;0.4300068;0.9105202;-0.7981698;-2.270956;-2.405967;-2.020373;-1.940773;-1.900991;-0.7152306;-2.249382;-2.56671;-2.447125;-2.281049;-2.424639;"Non";"Sous";"Sous" +"G839";0.506977;0.3457027;-0.3394527;-0.1212359;-0.5641529;-0.6745793;0.6019999;1.628917;4.22072;4.167569;4.547344;4.346431;0.1033698;1.724804;3.500997;4.211415;4.461546;4.05105;-0.1377808;0.09954917;0.3007005;-0.5185366;-0.4031292;-0.7054261;0.6522313;2.35846;3.689613;3.737713;4.288903;4.112587;0.06579204;2.062502;3.698567;3.994219;4.705496;3.986947;"Non";"Sur";"Sur" +"G842";-0.02857548;0.01671549;0.06829377;0.229098;-0.3920493;-0.2424354;0.3547739;0.8962005;1.550121;1.922337;1.509267;2.008951;0.3334112;1.263117;1.681871;1.855767;1.974706;2.409504;0.2235197;-0.3682319;0.3398613;-0.465943;-0.6759509;-1.002101;0.523077;1.564642;1.643705;1.999219;2.147638;2.425133;0.219854;1.555499;1.728614;1.855025;1.8737;2.378648;"Non";"Sur";"Sur" +"G845";0.3907796;0.2948651;0.397288;-0.4366715;0.8105689;0.8995808;0.3381324;-2.103385;-3.430102;-2.653786;-2.745857;-3.396195;0.1146077;-2.047565;-0.910623;-3.049414;-3.05773;-2.234464;0.03155929;-0.3640146;0.01253912;0.1626037;0.400288;1.774312;-0.3186739;-2.028827;-2.462292;-3.263929;-3.344245;-3.317316;-0.7158027;-2.395922;-2.561905;-2.523786;-3.481404;-4.601194;"Sur";"Sous";"Sous" +"G849";-2.105585;-1.015438;-1.532295;-1.645143;1.2087;-0.7740386;-1.688199;0.514213;-0.9785451;-1.476538;-0.6378407;-2.050155;-2.320482;-1.839633;-1.969566;-2.542451;-1.276639;-1.141644;-1.010995;-2.750044;-1.132624;-3.507698;-3.330731;-1.631201;-1.675031;-1.993917;-1.188669;-3.579687;-3.591448;-1.759675;-1.636459;-2.561495;-1.941274;-2.32654;-3.443442;-2.261358;"Sous";"Sous";"Sous" +"G850";-0.003989927;0.0341471;-0.1311811;0.1550457;0.07404173;-0.7705412;0.2090095;0.3372291;-0.3242103;-1.442199;-1.560083;-3.638194;-0.1032396;-0.2006483;-0.8337793;-0.8387242;-1.236363;-3.716136;-0.7199195;-0.2605876;0.2503199;-0.4331272;-0.5341346;-0.5456124;-0.643437;-0.5177862;-0.6342376;-2.544815;-3.788531;-3.992216;-0.4875886;-1.133896;-0.5241041;-2.009937;-3.234313;-3.530516;"Non";"Sous";"Sous" +"G851";-0.3787495;-0.4117765;0.2764794;-0.3708983;-0.1311766;0.6691024;0.334053;1.765507;3.376404;3.500956;3.005257;3.585001;0.0221226;2.079702;3.518486;3.049768;3.260977;3.355927;-0.2627246;0.01699716;0.223187;-0.2480853;0.199787;0.5884211;-0.2278338;2.236398;2.896702;3.140776;2.720097;3.625051;-0.002948634;2.580183;3.432105;3.123288;3.067751;3.788211;"Non";"Sur";"Sur" +"G853";0.1400594;0.3275224;-0.2146274;0.4762438;0.1217956;-0.1620662;0.2430784;1.663663;2.44084;2.332381;2.445977;2.915193;0.3245886;1.72488;1.901614;2.774061;2.910584;2.203394;0.2897472;-0.1731805;0.4931032;-0.5227462;-0.7228784;-1.417733;0.5236807;1.168696;2.088768;1.783186;2.349944;2.537274;0.4165085;1.347188;2.165689;2.302861;2.81889;2.315449;"Non";"Sur";"Sur" +"G863";-0.2446337;0.1287469;0.3175296;0.2132392;-0.006073488;-0.3265492;1.193431;3.259461;3.702377;3.082324;2.742478;2.65061;1.303656;3.247878;3.295393;3.103975;2.960103;2.145583;0.0242156;-0.5559707;0.7673524;-0.3003692;0.09153644;-0.6799706;1.658251;3.142822;3.473707;2.769084;2.724576;2.182023;1.489408;3.285288;3.472447;2.881151;2.825592;2.208691;"Non";"Sur";"Sur" +"G867";0.4188799;0.5898755;-0.0947961;-0.1178928;-0.2904779;0.1702371;0.3318732;-1.059657;-2.436166;-2.791716;-2.845057;-2.865728;0.0003611254;-1.583201;-1.92348;-2.80004;-3.36887;-2.404832;-0.08395617;-0.1328851;0.01934777;-0.3612727;-0.07663518;0.8632876;-0.1686309;-1.920751;-2.436166;-2.922893;-3.179846;-2.992183;-1.261695;-2.154081;-2.186883;-2.922893;-3.594184;-2.986331;"Non";"Sous";"Sous" +"G880";-0.7106222;0.9415919;-0.7188637;-1.696469;-1.984998;-2.591521;-0.7750945;-0.709885;-1.379144;-3.344884;-2.6295;-2.2061;-0.981874;-0.02045346;-1.531972;-2.578219;-2.912142;-2.513316;-1.495987;0.7887659;0.6346493;-0.4172074;-0.05570516;-0.5844778;-0.6254449;1.14074;-0.3132668;-1.449481;-0.9604834;-2.880225;-1.923332;0.7617729;-0.6177019;-1.404157;-1.467897;-2.9956;"Sous";"Sous";"Sous" +"G882";-0.01858943;-0.426873;-0.5382991;-0.5249094;0.01032233;-0.6214517;-0.1291116;-0.2105742;0.1859358;-1.314573;-1.104832;-1.73034;-0.03427215;-0.7906054;-0.9036825;-1.254052;-1.640508;-2.473688;-0.2824225;0.1953202;-0.4107609;0.5863232;0.1373177;-0.6195567;0.03490012;0.2247277;0.658684;0.02799314;-1.252356;-2.190481;0.1235361;-0.7588667;-0.8005844;-1.148944;-1.312058;-2.391299;"Non";"Sous";"Sous" +"G883";-0.02513895;0.2193935;-0.1016628;0.4124194;-0.2094637;-0.4913131;0.1574383;1.218372;2.080013;2.479833;2.598512;2.677209;0.291191;1.333488;1.840326;2.834736;2.870995;2.192464;-0.1176644;-0.1978639;0.3719679;-0.4305109;-0.7824631;-0.7471753;0.1002488;1.091722;1.836642;2.08572;2.311926;2.171818;-0.1583095;0.9342208;1.909712;2.467582;2.817176;1.971078;"Non";"Sur";"Sur" +"G886";0.3358924;0.6505861;-0.2427597;0.549039;-0.8655888;-0.9821761;-0.1757692;-0.730137;-1.254681;-2.015749;-2.350205;-2.335635;-0.206852;-0.07832571;-2.392341;-1.314869;-2.283231;-1.661036;-0.2785684;-0.05958014;0.7469113;0.03849869;-0.03045874;-0.09072732;-0.5093036;-1.732035;-0.5942343;-2.23838;-2.100731;-1.846061;-1.543469;-1.480018;-1.813023;-2.211137;-2.26151;-3.085043;"Non";"Sous";"Sous" +"G891";-0.4055044;0.4302108;-0.6601712;-0.08893921;-0.714151;-1.126857;-1.703588;-1.013529;-1.88209;-1.179289;-1.91549;-3.307053;-1.664083;-1.080385;-1.059918;-0.5974606;-1.919486;-3.249327;0.4356528;0.1418786;-0.4200202;0.8960724;0.1676626;-0.3296483;-1.567323;-1.221103;-1.255657;-0.8512987;-1.251329;-2.133835;-1.629566;-1.295676;-1.355916;-0.3172693;-1.300212;-3.320072;"Non";"Sous";"Sous" +"G909";1.479584;0.6149554;0.111278;0.4087102;-0.5795972;-0.8285687;-0.1898491;-1.296649;-1.5498;-1.832905;-2.355499;-3.017115;0.7781003;-0.3461082;-1.334483;-1.291441;-2.621123;-2.778749;1.828946;0.2447616;0.2275788;0.4055801;-0.5267346;-0.6466249;-0.2202327;-1.286906;-1.206938;-2.494344;-2.747069;-2.842985;0.9170681;-1.341327;-1.056853;-2.083148;-3.18628;-2.958361;"Non";"Sous";"Sous" +"G911";-0.6284543;0.1253745;-0.1656642;-0.4044794;-0.1237037;-0.5553879;0.1711017;1.496643;2.035693;1.975731;2.501409;2.641284;-0.06229833;1.530264;1.748429;2.130981;2.583274;2.328891;-0.3214328;-0.2469369;-0.0495496;-0.1641211;0.213768;-0.6150008;0.7910983;1.283779;1.955728;1.809161;2.409699;2.658302;0.1268908;1.233319;1.833168;1.962017;2.569207;2.09404;"Non";"Sur";"Sur" +"G923";0.1525622;0.3134696;0.3565867;0.3030731;0.5903188;0.8336628;0.04441355;-1.030968;-2.246347;-3.029457;-2.895764;-2.747859;0.1189541;-0.6050004;-1.101109;-1.894977;-2.388615;-2.144983;-0.4816413;0.129702;0.277575;0.2551987;0.5757403;1.07465;-0.1001958;-1.4887;-1.662553;-3.613818;-3.435387;-3.127307;-0.1513194;-0.8636052;-0.8185402;-2.812191;-3.448607;-3.449718;"Non";"Sous";"Sous" +"G932";0.5147922;-1.604641;-0.2801218;-1.010705;-2.214714;-0.4410922;1.265711;-0.3409902;-0.3553286;-1.194848;-2.124284;-2.71269;1.623353;-0.1648738;0.1990746;-0.3849814;-2.607198;-2.534714;1.375824;-0.325977;-0.8212495;1.480239;-1.797073;-1.292184;1.199281;-0.1031644;0.05643162;1.290757;0.9882101;-2.285552;1.400928;0.4369038;0.5963061;1.185732;-0.001051299;-2.461947;"Non";"Sous";"Sous" +"G945";-0.2103642;-0.5505822;0.5231395;0.3801034;0.2777465;0.6582002;-0.5636843;-2.118922;-3.935949;-4.001306;-3.56488;-3.346222;-0.5708618;-1.921343;-2.538527;-4.366221;-3.874707;-2.149888;-0.0007648348;0.3335954;-0.05183384;0.4011963;0.2553714;0.4454486;-0.3722649;-1.257858;-2.656354;-4.584296;-4.583885;-3.398201;-0.2701395;-1.147276;-3.040511;-4.070815;-4.456865;-3.204316;"Non";"Sous";"Sous" +"G946";-0.6703149;-0.04485917;0.06330649;0.1721305;-0.2398276;-0.4010019;-1.028669;-2.285052;-2.639104;-2.839988;-2.270607;-2.918054;-1.154013;-1.84969;-2.355347;-1.403385;-1.996421;-2.554092;-0.3416148;-0.7260991;0.5939298;-1.269122;-1.062056;-1.214324;-1.320783;-2.132705;-2.227097;-3.091402;-2.623409;-2.627575;-0.7359081;-2.711269;-1.8207;-1.614194;-2.944777;-3.039153;"Non";"Sous";"Sous" +"G947";0.03809194;-0.1331195;-0.1985891;0.3573805;-0.1569577;-0.4642527;0.151117;0.6563771;1.417662;1.948539;1.727882;2.031253;0.217866;0.8742861;1.28461;1.934743;2.039385;2.031679;0.04828823;-0.148793;0.1784523;-0.2465495;-0.2452137;-0.6447089;0.01038949;0.9044964;1.277216;1.808404;2.090111;2.183806;0.08012643;0.9143502;1.343388;1.991791;2.015316;2.085861;"Non";"Sur";"Sur" +"G958";-0.288728;-0.1021237;-0.4875462;-1.026888;-1.212487;-0.09355243;-0.003820474;-1.273994;-2.319158;-3.009514;-2.906739;-3.186641;-0.2176971;-1.587722;-2.703854;-3.009514;-2.906739;-3.307026;-0.6360309;0.4996125;0.002147009;-0.2914102;-1.38747;-1.39779;-0.5717765;-1.89377;-2.595928;-3.009514;-2.405062;-3.201989;-0.7987665;-1.755851;-2.703854;-3.009514;-2.906739;-3.307026;"Non";"Sous";"Sous" +"G962";0.3517904;0.2250028;0.6694016;0.1692537;0.2087077;0.7548911;-0.0278122;-1.430826;-3.572136;-4.063583;-3.997891;-2.554499;-0.1494819;-1.206657;-2.327945;-4.175369;-4.770959;-1.867697;-0.1528375;0.1281217;0.5563603;0.3872022;0.09247746;0.6422348;-0.2721844;-2.0058;-2.42819;-4.048774;-3.306552;-3.029553;-0.6481611;-2.14645;-2.789542;-4.637008;-3.363609;-2.855406;"Non";"Sous";"Sous" +"G963";0.2060845;-0.7784888;-0.2660149;-0.8836566;-0.582531;0.373896;-0.7382401;-2.636212;-3.978205;-2.967653;-2.924928;-3.488102;-0.3442876;-2.942708;-1.387114;-3.76064;-2.78286;-1.854805;0.03358558;0.08612199;-0.4046407;0.3898533;0.1409788;0.9485024;-1.3843;-2.389999;-2.622273;-1.464879;-1.463198;-1.648512;-0.8444549;-1.671277;-2.341085;-1.690028;-2.169898;-2.3268;"Non";"Sous";"Sous" +"G967";-0.5547808;0.09618295;-0.5816475;-0.4292061;-0.3473671;-0.3800256;-0.1470094;-0.7629218;-0.8907732;-0.142875;-0.3904615;1.998034;-0.05969178;-0.2935214;-1.530165;0.0759567;0.6900267;2.412767;-0.2765901;-1.277064;0.3245428;-1.391089;-1.145292;-1.413715;0.4111875;-1.230166;-1.213589;-1.449162;-0.02159664;1.53818;-0.6090865;-1.871068;-1.284468;-0.830805;0.5924462;2.229687;"Non";"Sur";"Sur" +"G973";-0.733797;0.1927682;-0.5446109;-0.323352;0.5397632;0.04274309;-1.36903;-0.8799816;-1.33926;-2.402924;-2.927276;-3.338428;-0.8057745;-2.434346;-1.667563;-4.341875;-2.835726;-2.099871;-0.3835413;-0.05420018;-0.9448982;0.1673723;0.4007303;0.9635324;-0.5847152;-1.945858;-1.556208;-3.431585;-3.954194;-3.732658;-0.7066683;-3.133564;-3.106135;-3.823461;-4.868985;-4.524068;"Non";"Sous";"Sous" +"G976";-0.04239212;0.09025316;-0.09398136;0.4283906;-0.1708197;-0.3269565;0.5617197;2.214093;3.435647;3.401433;3.30805;3.608622;0.7536288;2.358465;3.111635;3.46865;3.27032;3.057706;0.1720318;-0.02547913;0.1891827;-0.2405052;-0.4509056;-0.7151776;0.8002767;2.299509;2.96572;3.106448;3.055731;3.215773;0.837522;2.382865;3.175737;3.177877;3.075732;3.04373;"Non";"Sur";"Sur" +"G983";-0.5867212;0.5722364;-1.167291;-1.677615;-1.419206;-2.426365;-0.7133194;-0.9075924;-1.580395;-2.961628;-2.800418;-2.247417;-0.721228;-0.32053;-1.274405;-2.304531;-3.069505;-2.448087;-0.9987072;0.1506985;0.1384676;-0.8216766;-0.3012024;-0.9964378;0.007137392;1.10276;-0.3539906;-1.643859;-1.490684;-3.274469;-2.005829;0.7593783;-0.5707667;-1.586804;-1.870692;-2.942345;"Sous";"Sous";"Sous" +"G984";0.1138735;0.386772;-0.115346;0.4311659;-0.1111681;-0.37715;0.8314523;2.789788;3.500244;3.298403;3.309219;3.590497;1.050841;2.85928;3.223588;3.246952;3.333924;3.119684;0.1569985;-0.1140988;0.3244721;-0.6145647;-0.3816769;-1.027032;1.068931;2.886729;3.214626;2.96662;3.129682;3.376054;1.227942;2.879089;3.290688;3.099193;3.0472;3.154574;"Non";"Sur";"Sur" +"G986";0.2125753;0.2603553;0.1114235;0.7861905;0.2108034;-0.4363176;0.5339014;1.695136;2.140113;2.632801;2.379528;2.161477;0.8893956;1.780463;2.11083;2.888823;2.477129;1.89823;-0.3382284;-0.1740037;0.5110949;0.3421588;-0.3781889;-0.577211;0.8794452;1.340692;1.967985;2.165804;2.212552;2.067654;0.5440802;1.381709;2.228574;2.296331;2.427399;2.0744;"Non";"Sur";"Sur" +"G988";-0.05060214;-0.02215702;0.01089455;0.4456458;-0.2940952;-0.1249592;0.6090539;2.252905;3.195082;3.301283;3.028139;3.218461;0.8411201;2.468442;3.165489;3.356243;3.138712;2.896793;0.2709838;-0.075574;0.2247225;-0.2030369;-0.7489762;-0.9124034;1.029765;2.577481;2.982194;2.919814;2.896749;3.066755;1.108297;2.717966;3.2462;3.014525;2.755539;2.886201;"Non";"Sur";"Sur" +"G995";0.222053;0.2083701;0.003608217;0.4881126;-0.2864294;-0.7168882;0.1617483;0.3206649;0.333858;-0.3187134;0.5787143;2.762851;0.4804662;0.5820824;0.05283648;0.190201;0.5345011;2.54529;-0.1851506;-0.3708188;0.5372454;-0.2911539;-0.5592068;-0.9830876;0.2171855;0.1789597;0.7217523;-0.3156687;1.073764;2.704916;-0.4730188;-0.2223958;0.3810805;0.1434106;1.609121;2.483724;"Non";"Sur";"Sur" +"G997";0.407768;0.1074433;-0.05984624;-0.1496694;0.01661387;0.2021715;-0.7568074;-1.803393;-3.654015;-4.458261;-4.343296;-5.67844;-0.8341362;-1.760773;-3.808454;-4.945577;-4.585053;-4.520513;-0.1505081;-1.094897;-0.2444184;-2.277485;-2.23301;-1.558601;-1.29519;-3.292601;-3.173328;-6.184965;-5.604307;-6.223395;-1.415631;-3.614204;-4.425076;-5.756226;-6.829407;-7.153266;"Non";"Sous";"Sous" +"G1000";-0.0134952;0.4268128;-0.8389463;-1.062968;-1.352717;-1.31343;0.261268;-0.710456;-1.94608;-1.521455;-2.031784;-2.301904;0.1103228;-1.118835;-1.755527;-2.575399;-2.230868;-2.228683;-0.5851604;-0.2052231;-0.2292496;-0.7672619;-0.5163657;-0.2280689;-0.6544512;-1.16494;-1.32923;-2.473721;-2.725601;-2.526054;-0.9669588;-1.917175;-2.451212;-2.474604;-2.882015;-2.678252;"Non";"Sous";"Sous" +"G1001";-0.0693155;0.3567186;-0.4787884;-0.0196967;-0.849523;-0.6864667;0.1775255;0.9371983;1.365309;1.900516;2.729385;3.535555;0.3384925;1.02474;1.365646;1.797542;2.744361;3.014171;-0.3029998;-0.6421409;0.2930285;-0.9113119;-1.24331;-1.236264;0.1875963;0.8643574;1.473301;1.693731;2.558841;3.230524;-0.125888;0.7058428;0.9890669;2.152818;2.971554;2.920692;"Non";"Sur";"Sur" +"G1002";-0.2979531;-0.1077431;0.03481727;0.3126417;0.6285537;0.2702595;-0.4125126;0.3741754;2.738578;3.363356;4.649597;5.21097;-0.125364;0.1793023;2.139035;2.356382;3.271251;4.548166;0.0004874675;0.3355201;0.1000255;-0.1633948;0.3185574;0.7672304;-0.2537321;0.8986341;1.971925;4.113948;4.860292;5.59295;-0.01915071;1.240697;1.107191;3.977736;4.604287;4.955362;"Non";"Sur";"Sur" +"G1003";-0.09318442;0.2692801;-0.1472532;0.4047287;-0.4140354;-0.11225;0.7994017;2.460407;3.368072;2.807293;2.432673;2.520298;0.6923302;2.751981;3.045783;2.877898;2.543331;2.206355;0.1132129;-0.01921208;0.4353058;-0.3104357;-1.127258;-0.962366;0.9256978;2.765465;3.139073;2.627366;2.140138;2.355467;1.264296;2.759813;3.207301;2.607113;2.252429;2.204561;"Non";"Sur";"Sur" +"G1006";-0.04978489;0.01017051;-0.09560021;0.4423805;-0.2460897;-0.5864706;0.9699088;2.316196;2.886304;2.476968;2.278309;2.425184;1.157046;2.42886;2.623943;2.525757;2.228537;1.961374;0.2276148;-0.2173777;0.4463413;-0.5389081;-0.7796922;-1.073635;1.149824;2.353835;2.645944;2.194642;1.920625;2.203988;1.275928;2.328208;2.763198;2.225539;1.930188;1.967875;"Non";"Sur";"Sur" +"G1008";-0.08505894;0.6447861;-0.01986908;0.5025305;-0.7432597;-0.2480004;-0.4096765;-0.9417345;-2.69424;-2.907299;-3.637235;-2.765494;-0.6919303;-1.093374;-3.246198;-3.856277;-3.850909;-2.539101;-0.5165221;0.04450921;0.5233349;-0.9300433;-1.233929;-0.9152829;-0.9362529;-1.775842;-2.242109;-4.072074;-4.563029;-3.833768;-0.624017;-2.662533;-2.728928;-4.01042;-3.755528;-3.267802;"Non";"Sous";"Sous" +"G1011";3.779042;7.282066;6.617883;6.876713;5.858189;3.760774;0.0804486;-0.08300393;-0.07710399;-0.1063629;-0.2369395;0.01515884;5.084042;7.526774;6.464657;6.777039;5.42202;0.3646318;3.551893;7.036378;7.199512;6.522841;5.246869;2.568548;-0.1552379;0.2553657;0.03082153;-0.1063629;-0.1216775;-0.105226;5.14121;6.969743;6.783915;5.338032;3.328804;-0.105226;"Sur";"Non";"Non" +"G1014";-0.2562435;-0.2597143;0.3518877;-0.3087175;0.321767;1.157785;-0.6167903;-2.471551;-2.698331;-2.36292;-3.301063;-2.499559;-0.6100945;-2.812533;-0.9427525;-3.243841;-3.304746;-1.998062;0.4347252;-0.03782799;-0.1440728;0.5151359;0.6666211;1.697935;-1.404159;-3.095549;-2.462956;-3.134275;-3.313299;-2.656749;-1.355232;-2.3499;-1.79484;-2.773552;-3.187145;-3.357513;"Sur";"Sous";"Sous" +"G1015";0.2743592;0.363956;-0.1252803;-0.1161445;-0.3995458;-0.5377143;-0.0162747;-1.482917;-3.588161;-3.114016;-3.888151;-3.315004;0.2372756;-1.67533;-2.630227;-3.84281;-3.4947;-3.345939;-0.1498264;0.04409108;0.3523393;-0.5051905;-0.3581212;-0.4738531;-0.3788176;-1.822493;-2.664919;-3.728428;-4.310801;-3.88444;-0.1435979;-2.649091;-2.541209;-3.653308;-3.62764;-3.376688;"Non";"Sous";"Sous" +"G1016";0.1433422;-0.003445722;-0.03606188;0.3100031;-0.499433;-0.7994011;0.8083134;2.608035;3.50166;3.087769;2.70439;2.746656;0.8514873;2.766298;3.218592;2.919826;3.115549;2.267217;0.2429398;0.02516541;0.3022419;-0.2732563;-0.7583079;-1.382317;0.8171255;3.047334;3.208155;2.714024;2.656097;2.443771;1.264347;2.952659;3.225643;2.879824;2.662597;2.329448;"Sous";"Sur";"Sur" +"G1035";-0.2252204;-0.122798;0.3067119;0.4864661;0.2487118;-0.7044577;1.206044;3.741749;4.351081;4.151101;3.796817;3.351336;1.825041;3.88345;4.338096;4.003698;3.655619;3.228286;0.2804779;-0.09418691;0.6588094;-0.208123;0.04665262;-0.7311409;1.605365;3.855273;4.587937;4.023536;3.702429;3.543842;1.715591;3.89477;4.500552;3.93498;3.530083;3.434132;"Non";"Sur";"Sur" +"G1040";0.2363443;0.6643017;-0.1489108;0.1849458;0.6891605;0.4562082;0.4340659;1.96639;2.876231;3.29775;3.511994;3.809651;0.769978;2.140054;1.495685;2.855327;3.140735;3.693514;0.005280461;0.7641989;0.5209671;0.3815462;0.3505833;1.530054;0.5348391;2.149825;2.446819;2.871452;2.643012;4.594837;1.194042;1.829929;1.513765;2.747918;2.819349;4.271131;"Non";"Sur";"Sur" +"G1043";1.213104;0.272803;-0.2441363;-0.1027723;-0.2754343;0.2483206;1.770385;6.267602;8.988136;2.959025;2.910928;2.381352;3.218015;4.634857;5.986006;1.981633;0.3909331;1.361702;-0.05406921;-0.02854032;0.1448662;1.650025;0.6387766;1.107422;1.278193;7.961759;7.973573;3.839319;2.522299;2.044115;2.192688;5.551442;5.039501;2.498735;-0.4751165;1.082335;"Non";"Sur";"Sur" +"G1053";-0.02127604;0.308708;-0.6612585;-1.059716;-0.4502064;-1.659108;-1.24265;-2.170192;-3.920668;-3.40821;-3.66905;-4.452615;-2.329651;-3.15168;-3.350239;-4.250211;-3.621796;-3.882872;-0.6733727;-1.269868;-0.8445965;-1.325;-1.088474;-1.182134;-2.088334;-3.989802;-3.476102;-4.246553;-4.049683;-4.01111;-2.364329;-3.989802;-3.981719;-4.373063;-4.285839;-4.483465;"Sous";"Sous";"Sous" +"G1054";0.06633467;0.1471874;-0.01952041;0.3117818;-0.08654531;-0.3207359;0.419756;2.071335;3.216072;2.759484;2.578183;2.748709;0.4868149;2.305233;2.932255;2.791746;2.656314;2.385706;0.1136879;-0.234497;0.1984974;-0.4958436;-0.5789472;-0.8073358;0.6394326;2.223709;2.774325;2.432029;2.444805;2.426177;0.7146405;2.312942;3.009869;2.576152;2.387171;2.385824;"Non";"Sur";"Sur" +"G1056";-0.6146819;0.08776496;-1.40343;-1.495428;-1.800451;-2.391698;-0.3427349;-0.7886937;-1.759324;-2.663462;-3.067773;-1.05678;-1.46422;-0.598346;-1.099278;-1.709114;-3.17747;-0.7130411;-1.131858;-0.1590755;0.0812125;-0.8387394;-0.8404766;-1.625888;-0.284142;0.01965909;-1.321427;-2.771016;-2.632587;-3.058406;-1.628909;0.2663338;-1.401935;-3.045196;-2.912876;-3.052553;"Sous";"Sous";"Sous" +"G1057";-0.6722698;0.2739237;-1.329749;-1.934813;-1.99117;-2.319972;-0.7584841;-1.325249;-2.635917;-2.794766;-3.176358;-1.39272;-0.8545359;-0.04855284;-1.501847;-2.484142;-2.968166;-0.9679034;-1.391626;0.1858536;0.09854486;-0.08622796;-0.3457211;-1.481366;-0.1664658;0.07840448;-1.574151;-1.983154;-2.125812;-2.932106;-1.934201;0.5829733;-1.204269;-2.560074;-2.666493;-2.912858;"Sous";"Sous";"Sous" +"G1058";-0.6484769;0.1150353;-1.016985;-1.694239;-2.516313;-2.149727;-0.4970855;-0.6706634;-1.427598;-2.865082;-3.054063;-0.6573879;-1.038612;-0.7608885;-0.8739837;-1.903555;-2.954795;-0.2523509;-1.083989;0.353599;0.5029827;-0.4217006;-0.4038602;-1.502885;-0.2973146;0.3166675;-0.6720354;-2.324663;-2.474655;-3.229416;-1.98343;-0.04715341;-1.009314;-2.463877;-2.770905;-3.334453;"Sous";"Sous";"Sous" +"G1059";-0.4284376;-0.2652067;-0.2790172;-0.0255538;0.3583895;0.4389177;-0.6842981;-1.483454;-3.266248;-2.573157;-2.229529;-2.573814;-0.9519639;-1.750165;-2.021334;-2.789799;-2.358433;-1.732224;-0.2578012;0.01254895;-0.2989429;0.3393217;0.4301607;0.7632521;-1.149559;-2.64529;-2.176936;-3.100407;-2.53183;-1.702563;-1.099165;-2.142926;-2.953438;-2.363672;-2.845903;-2.179995;"Non";"Sous";"Sous" +"G1063";0.5081769;0.6435238;-0.08242161;-0.6541709;0.3766181;0.292781;0.3620715;0.8464134;1.423895;-0.6200999;-1.030196;-2.253055;0.9259909;0.3708183;0.07986632;-1.612635;-1.956685;-1.709736;-0.3380259;0.1050356;-0.07741049;-0.06060742;0.09426719;0.9120832;0.06926052;1.787707;1.092423;-0.2490391;-0.7798085;-2.074595;-0.3761976;0.4590526;-0.1840299;-1.330551;-2.330512;-2.214574;"Non";"Sous";"Sous" +"G1078";-0.1399995;-0.5135032;-1.079154;-0.4062671;-0.9517923;-0.3906543;0.3630383;-1.329355;-2.10034;-2.559475;-2.432009;-2.18971;-0.3053387;-0.9226305;-2.074958;-2.68077;-2.281983;-2.038838;-0.2435771;-0.09133935;-0.2674182;-0.2545176;-0.03738829;-0.8219834;-0.1067123;-0.9203332;-1.452724;-2.496208;-1.80632;-2.52754;0.1453244;-1.47636;-1.819695;-2.291319;-2.239025;-2.698332;"Non";"Sous";"Sous" +"G1080";0.08587216;0.8947997;1.176487;1.095289;1.063398;0.8859397;0.8863218;1.596859;2.020937;3.552356;3.039908;3.601715;0.3600506;1.92591;2.624839;3.746437;3.681242;3.264637;0.6373324;0.5224528;1.361748;1.143892;1.114768;1.021344;0.824891;1.727633;1.88033;2.746481;3.115525;2.43052;1.250158;1.834199;2.64832;3.513942;3.066889;2.892936;"Non";"Sur";"Sur" +"G1081";1.405497;2.427104;1.995306;1.226612;1.164023;0.9519059;0.6354609;-0.7701665;-2.789207;-2.253807;-1.836013;-2.576717;2.213924;2.553846;1.264795;2.198184;1.544277;-1.564691;1.144484;2.490805;1.936875;1.957639;0.5660966;0.6896545;0.3940028;-0.6700303;-1.372626;-0.4834344;-0.7617266;-2.027344;2.613461;2.380823;1.862729;1.436302;0.07195534;-1.467024;"Non";"Sous";"Sous" +"G1084";0.5524918;0.5678864;-0.1364198;0.556282;-0.1123527;-0.8421645;-0.2559496;0.9284304;1.622675;2.857992;2.887597;3.563096;0.1040459;0.8814628;1.785571;2.581796;3.040411;3.364091;0.06015012;-0.2731833;0.9968597;-0.2635792;-0.4505104;-0.3946749;0.36348;0.3374782;1.70402;2.493164;2.855558;3.404114;0.1883228;0.8803319;2.064762;2.512862;3.022875;3.402873;"Non";"Sur";"Sur" +"G1085";-0.120887;-0.122737;-0.2794833;-0.482129;-0.3122188;-0.27294;-0.154613;-2.12219;-5.299764;-4.489636;-4.181653;-3.823777;-0.6268604;-2.551456;-4.86767;-5.219804;-4.470374;-2.583719;0.02368775;-0.4024798;-0.05517664;-1.037085;-1.739398;-1.029796;-0.4408343;-2.976415;-3.680994;-4.302284;-3.356112;-4.436859;-0.6866168;-4.412021;-5.067912;-5.495725;-4.623089;-3.408314;"Non";"Sous";"Sous" +"G1092";-0.36297;0.6014156;-0.5263408;0.003185007;-0.0376175;-0.534259;-1.699073;-2.326718;-4.969947;-3.979561;-4.290329;-2.737872;-2.438961;-3.563046;-3.627317;-4.505545;-3.536724;-1.642018;-0.3200792;-1.206096;-0.1638545;-1.058733;-0.5716016;-0.5962661;-1.601148;-4.252861;-3.662009;-4.400176;-4.091301;-3.495085;-2.131954;-4.550502;-4.720664;-4.1331;-4.126676;-2.823267;"Non";"Sous";"Sous" +"G1094";-0.3601921;0.06099947;0.01510339;0.5120775;-0.128405;0.2116915;0.6013573;2.125107;2.688675;2.979317;2.087892;2.259452;0.6674652;2.605724;2.96659;2.97504;2.623264;2.279279;-0.2930999;-0.1058412;0.1308728;-0.2908841;-0.557229;-1.292235;0.8376379;2.708309;2.781047;2.712005;2.200993;2.11452;0.8536166;2.697371;3.021889;2.663033;2.1301;2.261907;"Non";"Sur";"Sur" +"G1095";-0.2250948;-0.3437416;0.2521269;0.0565337;-0.4817925;-0.4317994;0.2445848;0.6535582;1.590853;1.93006;1.45442;1.869468;0.09635057;1.16567;2.092168;1.788112;1.914593;2.453151;0.1757942;-0.5113004;0.1895258;-0.4388913;-0.7150752;-0.8867621;0.19754;1.704424;1.77526;2.046858;2.343331;2.248761;0.06521955;1.595133;1.826065;1.76237;1.865188;2.263434;"Non";"Sur";"Sur" +"G1097";-0.5516635;-0.579904;-0.06904769;-0.07884618;-0.2640158;-0.371657;-0.6895737;-1.483252;-2.673197;-2.13665;-1.794431;-2.575781;-1.036521;-1.734246;-2.818593;-1.850319;-1.749185;-1.802623;-0.02445574;-0.4732049;-0.3896042;-0.8379386;-0.7302707;-1.095558;-0.4012299;-1.448691;-2.411328;-2.862104;-2.182013;-2.730261;-0.5543197;-1.948487;-2.934965;-2.592327;-2.064045;-2.712022;"Non";"Sous";"Sous" +"G1100";-0.09283386;0.06241394;0.00392305;0.319186;0.2811416;-0.4050433;-0.2708362;0.4120623;1.516096;1.998839;2.29085;2.390638;-0.2776143;0.5712606;1.585032;2.338696;2.416808;2.214371;-0.1349803;-0.09074846;0.2317799;-0.3270767;-0.1003731;-0.8123771;-0.1771917;0.2900285;0.9438138;1.692401;2.089063;1.957471;-0.1765812;0.742737;1.541835;2.208296;2.515898;2.067802;"Non";"Sur";"Sur" +"G1107";-0.1845184;-0.1042661;-0.02971093;0.3970428;-0.2904503;-0.3833622;0.3402187;1.387584;2.379577;2.581676;2.210499;2.634107;0.3646153;1.736402;2.472111;2.68867;2.714538;2.931772;-0.04381306;-0.5664606;0.14038;-0.2261154;-0.4678597;-0.7563291;0.2342732;1.748262;2.079592;2.50451;2.678958;2.856045;0.1892327;1.730815;2.404057;2.58269;2.514411;2.704262;"Non";"Sur";"Sur" +"G1110";0.07443277;0.1348769;-0.07177934;0.4621385;-0.1061873;-0.3615697;0.5520442;2.313651;3.335712;3.315594;3.188246;3.430846;0.8125624;2.433909;3.080854;3.345405;3.171409;2.909482;0.172945;-0.009243778;0.3162695;-0.3277117;-0.5267322;-0.714367;0.7726908;2.370104;2.997327;2.979147;2.96108;3.157088;0.9367672;2.41919;3.12601;3.12412;2.951738;2.909867;"Non";"Sur";"Sur" +"G1116";-0.03268816;0.05564733;-0.05225387;0.3380726;-0.3297622;-0.3713307;0.5413066;2.317058;3.145088;2.562988;2.381722;2.725396;0.8584292;2.48326;2.858899;2.604035;2.194867;2.285965;0.4438898;-0.02503656;0.506152;-0.4057452;-0.5334414;-0.708564;1.075387;2.541525;2.933207;2.288246;2.136842;2.477412;1.073246;2.470159;3.079672;2.326195;2.070288;2.390076;"Non";"Sur";"Sur" +"G1122";0.02447868;0.255845;-0.4704543;0.7687227;-0.2097996;-0.4684908;0.484541;2.349471;3.428175;3.381014;2.861491;3.010276;0.3490545;2.438907;3.057361;3.376213;3.071382;2.523798;0.1147392;0.08853767;0.2495551;-0.3271489;-0.5092605;-1.015685;0.7105738;2.205549;2.869197;2.92619;2.676124;2.541346;0.5924572;2.350878;3.179379;3.248362;2.741838;2.438511;"Non";"Sur";"Sur" +"G1123";-0.816211;1.017608;-1.074852;-2.318851;-2.318116;-2.508756;-0.8067112;-0.625468;-1.581121;-2.750118;-3.252434;-2.618629;-0.589486;0.2149831;-1.585687;-2.229692;-2.613496;-2.608283;-1.752328;0.4809043;0.3786945;-0.2365854;-0.3299894;-0.4991179;-0.2784373;1.407742;0.2549339;-1.112106;-0.8056045;-2.410786;-1.711947;1.071716;-0.2823272;-1.689714;-0.9561327;-2.981701;"Sous";"Sous";"Sous" +"G1126";-0.2687894;0.2269097;0.1988522;0.3682855;-0.03616423;-0.2739635;0.3137662;1.641312;2.301621;2.24409;1.94929;2.346754;0.4005227;1.76664;2.231463;2.402346;2.190197;2.171937;-0.4303124;0.06759228;0.2266873;-0.3313933;-0.3206745;-1.125807;0.2952088;1.772365;2.068246;1.987375;2.253653;2.143161;0.3487296;1.941143;2.1744;2.216802;2.240258;2.245566;"Non";"Sur";"Sur" +"G1127";-0.03553482;0.08457839;-0.1472413;0.4957264;-0.06972892;-0.3918325;0.2800924;2.483524;3.190651;3.230072;2.94958;3.174212;0.5271228;2.474215;3.085597;3.392323;3.048052;2.857017;-0.1764633;-0.03873845;0.2351127;-0.2567619;-0.4483355;-0.7478753;0.6312321;2.521543;2.865185;2.975942;2.816119;3.081994;0.7415675;2.58932;3.222354;3.110673;2.84244;2.869103;"Non";"Sur";"Sur" +"G1130";0.2076809;0.3106545;-0.2185891;0.04086255;0.6203588;0.4146392;0.4942475;4.204618;5.244418;3.976153;4.1533;3.796886;1.316029;3.507916;4.003353;3.708261;3.717669;3.77582;-0.01509341;0.3331036;-0.6411232;0.4072765;0.2500643;0.9022022;0.9279615;4.760332;5.0079;4.150855;3.881986;3.423;1.870332;4.069731;3.858641;3.864355;3.976814;3.622186;"Non";"Sur";"Sur" +"G1131";-0.5492835;-0.7053635;-1.622651;-0.5112176;0.2407484;0.197444;-0.3620165;-0.6966371;-0.3735093;-2.063384;-2.14661;-2.240914;-0.4953824;-2.186101;-0.9951439;-2.288224;-2.334341;-1.728763;-0.6486004;-1.390671;-2.267726;-1.090124;0.3906576;0.9573961;-0.458758;-1.6595;-1.098425;-3.066579;-2.202722;-2.666054;-1.070117;-2.463959;-1.423659;-2.605467;-2.54956;-2.854962;"Non";"Sous";"Sous" +"G1135";0.2530377;-0.1485859;-0.8009841;-0.4923551;-0.3202276;-1.267129;0.3811364;0.928875;0.9787272;-0.0372969;-1.170495;-3.034757;0.1848905;-0.5183862;-0.5927205;-1.149912;-1.813822;-1.979614;0.06818621;-0.8906038;-0.8235966;-1.411333;-0.8423509;-0.1799558;0.6681089;0.670838;0.9700381;-1.81711;-2.985747;-2.286552;0.5724418;-1.375987;-1.027874;-2.498721;-3.021122;-2.634681;"Non";"Sous";"Sous" +"G1139";-0.01823486;-0.2198003;-0.623251;0.274035;-0.3877916;-0.4645276;0.06215958;2.069406;3.164915;3.383235;3.423934;3.311908;0.5259024;2.05603;2.756859;3.447828;3.519065;2.759453;-0.3618345;-0.004629008;0.2141686;-0.6821595;-0.08168021;-0.5715657;-0.0717158;2.239785;2.715359;3.048547;3.385127;3.191907;0.4388133;2.163417;2.98872;3.338649;3.559973;2.957511;"Non";"Sur";"Sur" +"G1142";0.1155712;0.1444622;-0.1344343;0.343502;-0.2399855;-0.5296641;0.5646233;1.338682;2.274958;2.488012;2.274984;2.731349;0.6391379;1.574169;2.107559;2.49146;2.650829;2.639689;0.1593452;-0.2284918;0.4330713;-0.5334354;-0.710674;-0.9375807;0.5587864;1.655199;2.060841;2.324256;2.578999;2.712977;0.3463135;1.642001;2.121194;2.446538;2.501403;2.569351;"Non";"Sur";"Sur" +"G1143";-0.44337;0.5878472;-0.7948282;-2.039291;-2.306331;-2.472438;-0.8815857;-0.7885869;-1.50711;-2.670295;-2.783482;-1.960964;-0.9323829;-0.3947915;-1.772134;-2.073737;-2.784916;-1.99757;-1.541902;0.3989766;0.5007235;-0.3600888;-0.5173977;-1.143477;-0.2692738;0.2976424;-0.5066306;-1.789822;-1.596941;-2.758087;-1.84097;0.3146682;-1.096707;-2.167941;-1.946605;-2.838851;"Sous";"Sous";"Sous" +"G1146";0.1773335;0.038932;-0.2874024;0.4999395;-0.1840652;-0.6933938;0.3636834;1.250574;2.122431;2.326906;2.291569;2.332686;0.4735901;1.399659;1.703195;2.481377;2.428545;1.973992;0.053229;-0.1434566;0.3627938;-0.3690054;-0.5389253;-0.901667;0.2028217;1.281623;1.738157;1.974108;2.236447;2.122952;0.6012541;1.201548;1.779281;2.36776;2.274385;1.973683;"Non";"Sur";"Sur" +"G1147";-0.7229033;-0.7563886;-0.1379262;0.4198191;0.7668129;0.8834622;-0.6276135;-0.229901;-1.646914;-1.042926;-1.113587;-3.130496;-0.6838213;-0.577241;-2.104841;-1.61531;-0.9338132;-2.233944;0.3539227;-0.1301697;-1.116343;0.5509443;0.2224571;0.9490429;-0.04672893;-1.146679;-0.8368627;-2.204629;-2.697187;-2.690106;0.7584618;-1.216387;-1.685613;-2.223578;-3.282093;-2.926533;"Non";"Sous";"Sous" +"G1149";-0.4698753;-1.20656;0.150042;-1.043805;-0.9147376;0.742941;-0.7741887;-3.193627;-4.19754;-3.670717;-3.77844;-3.171094;-1.014751;-3.349772;-1.828194;-3.785279;-3.580268;-2.091753;-0.1217096;0.3727393;-0.791372;1.041768;0.4574665;1.140973;-0.1606739;-3.169656;-2.473122;-1.411009;-2.024457;-2.413607;-0.06491112;-1.825925;-2.967663;-2.245386;-2.786659;-1.908641;"Non";"Sous";"Sous" +"G1150";-0.5998338;-0.5204602;-0.1401134;-0.5866664;0.1533096;-0.03101671;-0.7286318;0.8205279;1.329543;1.61781;2.339536;5.008851;-0.4817197;1.638516;2.136746;2.07607;1.292286;5.246383;0.1225907;0.2874588;0.3350229;1.728511;-0.4875972;1.41031;-0.5010669;2.519545;3.258671;5.506841;5.319921;7.763343;0.1029525;3.461097;3.630147;4.629885;4.979485;6.997694;"Non";"Sur";"Sur" +"G1153";-0.1725032;-1.62228;-0.4608905;-0.4313964;-0.2884247;-0.2725871;0.1812343;-1.737344;-5.058171;-3.226124;-2.0627;-2.3073;-0.362439;-2.170895;-4.085382;-3.026074;-1.954049;-1.76216;0.4779916;-0.8394937;-1.42933;-0.3496428;-1.001152;-2.289009;0.1346614;-1.734683;-3.265852;-2.506149;-2.112127;-0.2876233;0.5301185;-2.09373;-4.268759;-2.253887;-2.437571;-0.6833667;"Sous";"Sous";"Sous" +"G1163";-0.1552416;-0.2038653;0.3046885;0.1818714;-0.4243598;-0.3435447;0.2456797;0.7012498;1.480491;1.924388;1.49624;1.81223;0.1867584;0.9502837;1.705019;1.838623;1.894375;2.321823;0.1190207;-0.2263839;-0.01170114;-0.1293062;-0.3121067;-0.8351894;0.3237299;1.483172;1.488228;1.989327;2.284949;2.292977;-0.01136465;1.481;1.657777;1.894384;1.95253;2.311461;"Non";"Sur";"Sur" +"G1164";0.2465609;-0.2752915;-0.05402895;0.4352521;-0.4590415;-0.6164673;0.6415464;1.233376;2.187514;2.365623;1.761466;2.045022;0.5601601;1.65652;2.213628;2.450891;2.549147;2.488759;0.1792449;-0.3456061;0.4012631;-0.552749;-0.7025213;-1.053318;0.4377751;1.764911;2.190954;2.275772;2.537283;2.517464;0.08307319;1.841449;2.127484;2.479677;2.209717;2.291334;"Non";"Sur";"Sur" +"G1165";0.1163868;-0.2462443;-0.2998044;0.8751994;-0.1292829;-0.1033192;1.108969;3.726423;4.390611;3.830184;3.218041;3.563868;0.9732894;4.042047;4.373766;3.910288;3.271356;2.874053;0.4067167;0.1722836;0.2812887;0.0003891677;-0.3281685;-1.197236;1.562625;3.960699;4.195915;3.927931;3.252298;3.018095;1.837474;3.962512;4.193898;3.818343;3.022878;2.770366;"Non";"Sur";"Sur" +"G1167";0.1495876;0.6427293;0.4949017;0.6146687;0.02576696;-0.6090271;0.5271986;2.733706;3.853957;4.19626;3.918782;3.303651;0.8838118;3.261341;3.898094;4.01552;3.818814;3.291161;0.2804397;-0.03686885;0.8054893;0.5576943;-0.5099962;-1.156539;0.974815;3.029993;3.489259;4.442092;3.77802;3.310173;0.8942619;3.164142;4.028328;4.209099;3.762585;3.452773;"Non";"Sur";"Sur" +"G1171";-0.2161941;-0.02493484;-0.1029804;0.3955488;-0.1832703;-0.2563517;0.4485391;2.464534;3.29923;2.694083;2.382701;2.542197;0.5432376;2.630556;2.999782;2.733307;2.366385;1.972727;0.08246282;0.1066643;0.2578669;-0.3061479;-0.5171767;-0.8851141;0.8122531;2.608746;2.996613;2.42578;2.108486;2.270461;0.8420992;2.664955;3.123888;2.450247;2.070439;2.070679;"Non";"Sur";"Sur" +"G1181";1.384117;0.5777079;1.546118;1.274222;0.3253606;-0.4775385;0.8522278;3.745281;5.962894;3.975701;4.291992;4.092441;1.802695;3.681078;4.386489;4.003502;3.893451;3.487436;1.199123;0.3137196;1.467546;0.8958652;-0.09906892;-0.529609;1.431643;4.91103;5.173959;4.20986;3.562937;3.73549;2.235933;4.243093;4.108264;4.194212;3.837475;3.848509;"Non";"Sur";"Sur" +"G1182";-0.4457055;-1.681495;-0.7636797;-1.32771;-0.5756541;-0.5371239;-0.6484145;-2.405902;-2.074774;-1.309229;-0.3316492;-3.275396;-1.231163;-3.431164;-3.79021;-2.560555;-1.418814;-2.964702;-0.4607559;-1.022584;-1.47549;-0.4852846;-1.097096;-0.7122491;-0.7816;-2.133169;-2.860824;-1.269902;-1.350444;-2.894872;-0.6465741;-3.512077;-4.575604;-2.12508;-1.903763;-3.269178;"Non";"Sous";"Sous" +"G1185";-0.6909197;-0.9338159;-0.5178025;-0.779713;-0.3487956;-0.6402071;-0.3749227;-0.1103102;0.1922155;0.6595915;2.473804;3.128539;-0.5962717;-0.8403102;-0.348805;0.5153658;1.507601;2.917782;-0.9116438;-0.9357994;-0.6910874;-0.9612389;0.06902468;-0.6865697;-0.5518045;-0.2817145;0.2834205;1.511156;2.941057;3.436402;-0.6739101;-0.671811;-0.8536377;0.9884395;3.050193;3.185294;"Non";"Sur";"Sur" +"G1195";0.2836491;-0.8701564;0.1595267;-0.2326196;0.2352984;0.7621603;-0.5642312;-1.381607;-3.23189;-3.437447;-2.499724;-2.666438;-0.01728232;-1.408388;-1.070052;-2.244028;-2.270505;-2.009933;0.246258;-0.08031201;-0.5276425;0.6250984;0.3149812;0.7613563;-1.002573;-2.19874;-2.414871;-2.017528;-1.775392;-1.671445;-0.2825089;-1.27881;-1.723242;-2.344142;-2.030488;-2.018496;"Non";"Sous";"Sous" +"G1196";-0.07342284;-0.5243634;0.6826433;-0.2463502;-0.385876;1.053863;-0.5815203;-1.947788;-3.658365;-4.30311;-4.771627;-3.876522;-0.6169474;-2.091183;-2.221264;-5.338651;-4.454398;-2.948388;0.01828807;-0.118841;-0.2144761;0.6672716;0.1985324;0.4572282;-0.4932755;-1.335392;-2.315842;-3.280425;-2.453326;-3.858609;-0.6604004;-0.9824167;-2.235481;-3.718653;-3.449941;-3.999061;"Non";"Sous";"Sous" +"G1198";-0.2100006;0.3908163;-0.4578283;-0.9473583;0.1195734;-1.73034;-0.3991349;-0.01573387;0.0432311;-0.3079363;-0.8725715;-2.202127;-0.3733885;-0.05989127;0.1568609;-0.9317642;-0.283218;-2.101345;0.4636452;0.2181719;0.1503146;-0.3241792;0.3025755;-1.513893;0.003094613;-0.3713993;0.09594259;-0.4050109;-0.7779505;-2.520359;0.03609759;0.1042713;0.3586841;-0.7068674;0.04558065;-2.01035;"Sous";"Sous";"Sous" +"G1204";0.009984292;0.4050162;0.3010762;0.3151624;0.2932515;-0.5347893;0.07913266;1.016949;1.635942;2.273322;2.517806;2.99735;0.1782553;1.075706;1.802404;2.587382;2.717791;2.935166;-0.4743465;0.1861151;0.216076;-0.1925254;-0.5861147;-0.6738352;0.1530805;1.147454;1.29027;1.818454;2.055127;2.104533;0.348586;1.277495;1.532953;2.229181;2.694591;2.523738;"Non";"Sur";"Sur" +"G1206";0.01871019;-0.2036842;0.08406931;0.2216112;0.2874887;-0.1876314;0.413508;1.394932;2.455657;3.050055;3.48616;3.262514;0.01835693;1.407199;2.574283;2.934926;3.444735;3.037005;0.2506083;-0.5875414;0.7100484;-0.2557345;-0.3143026;-0.8934075;1.03927;1.195505;2.460639;2.954607;3.269453;2.907668;0.6002852;1.568766;2.583811;2.773218;3.436086;3.324031;"Non";"Sur";"Sur" +"G1208";0.03158594;4.025179;3.315765;1.51478;1.254496;-1.045145;-0.8902794;2.030513;0.8524511;-0.05270064;0.125816;-2.610944;-0.1597035;4.402967;3.155915;2.154683;1.100157;-1.54208;-0.4147144;3.802536;4.476008;0.7641199;-1.578362;-1.065072;-1.187151;-0.8484311;0.5184326;-3.155446;-3.908745;-2.547811;1.083976;4.181329;4.450949;0.6286933;-1.439192;-2.277457;"Sous";"Sous";"Sous" +"G1219";0.004499255;0.1676708;-0.09503022;0.3557252;-0.1760935;-0.316336;0.2934921;1.147057;1.914028;2.04376;2.044377;2.430149;0.420067;1.277016;1.686567;1.983655;2.218393;2.255143;0.03680925;-0.08175409;0.3836201;-0.3336378;-0.3934721;-0.7001119;0.321512;1.384039;1.624411;1.954632;2.133821;2.30832;0.2853981;1.435518;1.827936;2.046945;2.152817;2.316673;"Non";"Sur";"Sur" +"G1220";-0.2112517;0.2000388;-0.3986587;-1.635758;-1.176446;-1.026527;-0.4270954;-0.1065595;-0.4596075;-2.009091;-2.811509;-2.005753;-0.33025;0.1114945;-0.7502375;-1.727093;-3.360172;-1.520666;-0.5740186;-0.3853476;-0.1586567;-0.6077313;-0.23897;-1.173123;-0.232561;0.6907475;-0.2354148;-1.631671;-2.36486;-4.023647;-1.260848;0.2700651;-0.832472;-2.773292;-3.552767;-3.8701;"Sous";"Sous";"Sous" +"G1222";0.9422714;1.250895;1.639221;0.5316006;0.7276552;0.6674419;1.600508;4.382896;5.705551;2.206809;1.324254;0.9529193;2.534638;4.195127;4.326773;2.64126;1.954755;2.278231;0.2981645;1.038679;1.073253;1.978372;0.4298948;1.123619;1.37257;5.436435;5.226162;2.578205;1.406458;1.25405;1.797996;4.61907;4.346358;2.798196;0.753394;2.178967;"Non";"Sur";"Sur" +"G1223";1.470856;1.162725;1.497152;0.4266138;0.8640918;0.6216787;2.073994;6.744758;7.895548;3.67306;2.789457;2.703269;3.500082;6.405858;6.350523;4.027621;3.283074;3.245908;0.1848969;0.930389;0.451598;1.939893;0.5636073;1.775393;1.71921;7.343779;7.282877;3.71504;2.714169;2.537939;2.587574;6.56096;6.502273;4.205829;1.918082;3.366387;"Sur";"Sur";"Sur" +"G1225";-0.1168699;0.2962849;0.07496576;-0.1008538;-0.4279016;-0.5108766;-0.01283255;-0.2082482;-0.1327186;-0.7652686;0.7389509;2.303396;0.1879417;-0.2474789;-0.2135911;-0.3832738;0.6231393;1.870183;-0.02554143;0.2153673;0.4880686;-0.08386259;-0.005405722;-0.7605008;-0.08449665;-0.1553499;0.4086834;-0.2747329;0.8632001;1.995505;-0.3134097;-0.4336541;0.198719;-0.05433433;1.646612;2.171784;"Non";"Sur";"Sur" +"G1228";0.1330057;0.02933781;-0.1112394;0.2037387;-0.3170019;-0.5781246;0.4072821;2.220313;3.061189;2.667571;2.288426;2.692684;0.4043712;2.287377;2.681805;2.633266;2.2087;2.485231;0.04254887;-0.5010913;0.8767387;-0.6751553;-0.7010094;-1.160507;0.4570812;2.282686;2.93889;1.984993;2.072476;2.457646;0.5658266;2.292796;2.958859;2.143162;2.121718;2.266047;"Non";"Sur";"Sur" +"G1229";-0.04764918;0.09174155;-0.1310551;0.2274235;-0.2783027;-0.5382599;0.4443288;2.197112;3.124725;2.783528;2.70307;2.89627;0.7182185;2.373808;2.677727;2.789126;2.779135;2.371228;0.2846704;-0.1086784;0.3378575;-0.5339133;-0.4847623;-0.6020805;0.5329771;2.246463;2.751833;2.602159;2.597209;2.571813;0.8433202;2.257102;2.780687;2.579544;2.535539;2.469059;"Non";"Sur";"Sur" +"G1230";-0.1161704;0.1870199;-0.1877454;0.5032463;-0.4154073;-0.813411;0.1596719;0.4710237;0.626862;-0.0290632;0.7762267;2.807723;0.4415175;0.5675281;0.3129216;-0.0134937;0.8407628;2.499982;-0.3260284;0.1873836;0.3171326;-0.6252306;-0.5596439;-0.9658042;-0.2026661;0.2312481;0.5518402;-0.3172277;1.279891;2.57861;-0.3740067;0.3544049;0.4548635;0.3052582;1.842465;2.562377;"Non";"Sur";"Sur" +"G1232";-0.6273936;-0.7693115;0.3086368;-0.7453393;-0.1768942;0.25597;0.1373596;-0.8804275;-2.825847;-2.642648;-2.53375;-2.80633;-0.2171567;-1.826633;-0.3316473;-3.33203;-2.125308;-1.774169;0.4652534;0.2516091;-0.1179293;1.047275;0.1995013;0.9033509;0.461336;-1.694428;-1.274136;-1.984578;-1.614228;-2.362939;0.3997566;-1.595556;-1.256417;-1.303715;-2.179968;-3.062221;"Non";"Sous";"Sous" +"G1244";-1.66055;2.749687;2.486323;1.347646;2.228041;0.7641709;0.918691;7.096897;8.114209;6.121767;6.743535;8.881475;1.067732;7.589235;7.524544;5.801268;6.529199;8.639815;0.1584467;2.264193;2.436496;-0.3919047;-0.683369;0.5680911;1.07486;7.081826;7.551431;5.599062;6.330905;8.777721;2.977845;7.692528;7.532801;5.874679;6.417949;8.692848;"Non";"Sur";"Sur" +"G1245";0.2060653;0.2150924;0.3643417;0.6167671;0.7076076;0.3548483;1.05897;1.500878;2.594702;2.645209;2.622912;2.809068;1.009061;1.512292;2.622923;2.837583;2.591053;2.768082;0.06904654;0.07236362;0.1115214;0.6160739;0.2915072;0.8768855;0.9871465;1.904158;2.305925;2.831804;2.599729;2.752715;1.009754;1.986247;2.417272;2.84098;2.877949;2.875709;"Non";"Sur";"Sur" +"G1247";0.5656897;1.677379;0.5256132;-1.050245;-1.258359;-1.365156;0.8225281;1.119333;0.8307244;0.933208;0.8496131;-1.784485;1.219434;1.73565;0.2065705;0.1352372;-0.6670874;-2.245781;0.4923773;1.740429;1.281461;-0.5407996;-3.291939;-2.000069;1.296877;1.828207;0.9548407;0.173154;-0.7085342;-1.745036;1.758834;1.819362;0.9263631;-1.043444;-2.691774;-2.804038;"Sous";"Sous";"Sous" +"G1256";-0.6442911;1.103927;-1.044176;-1.927426;-2.122499;-2.17788;-0.8474526;-0.7537721;-1.702585;-2.641612;-2.578405;-2.975886;-0.8228219;-0.177461;-2.390692;-2.40911;-2.775742;-2.583108;-1.583227;1.00105;0.3990602;-0.1820797;-0.03870833;-1.103094;-0.5652605;1.134814;-0.4368427;-1.429168;-1.161771;-2.794548;-2.084334;0.6941584;-0.6567881;-1.594725;-1.359607;-3.096841;"Sous";"Sous";"Sous" +"G1269";-0.3408865;0.3349816;0.109258;0.03501822;-0.5904775;-0.2555155;0.04832514;0.5440061;1.288884;0.9825453;1.753313;2.769711;-0.01797928;1.038238;0.9423199;1.547552;1.915542;2.658188;-0.4767201;-0.3685618;0.3455851;-0.2457886;-0.6490149;-0.9709758;0.118296;0.6999325;0.8860453;1.166656;1.721677;2.601798;-0.5366359;0.5264228;1.267705;1.361371;2.197959;2.588983;"Non";"Sur";"Sur" +"G1272";-0.06693846;-0.006176782;0.4042198;0.05409627;0.3517711;1.238245;-0.7545942;-2.341484;-5.078782;-4.909696;-4.657692;-3.785485;-0.3879755;-3.174915;-3.649146;-4.844646;-4.436695;-2.896348;0.1095934;0.007449804;0.283441;0.2125948;0.3399224;0.4073979;-0.3278498;-3.492864;-3.850757;-5.248633;-4.838458;-4.226545;-0.5048282;-3.764166;-5.087858;-4.949582;-4.939827;-4.577824;"Non";"Sous";"Sous" +"G1273";-0.1491373;0.03025845;-0.06818279;0.2432188;-0.308552;-0.6766362;0.6437511;1.932231;2.982189;2.78036;2.453588;2.452039;0.3347358;2.060271;2.768476;2.832648;2.530264;2.119267;0.172722;0.06293734;0.5942212;-0.430961;-0.5705784;-1.152109;0.6889546;2.305595;2.718748;2.46455;2.281572;2.279448;0.6245912;2.115436;2.816894;2.466865;2.26113;2.054068;"Non";"Sur";"Sur" +"G1280";0.372356;0.3284736;0.5190695;1.711157;1.631901;0.0915339;2.151841;4.360282;5.20377;3.576236;3.644796;3.291518;2.093073;4.440584;4.489089;3.489846;3.083066;3.291385;-0.2743893;0.2531553;-0.4460348;1.5513;1.93002;0.9940708;2.093032;4.65638;4.748505;4.043189;3.711424;3.492339;1.958391;4.194876;4.035941;3.975372;3.738534;3.348015;"Non";"Sur";"Sur" +"G1281";-1.003689;-4.303436;0.1136238;-1.323878;-2.679422;1.650756;-1.704605;-4.58246;-3.455619;-2.604232;-3.624191;-2.245113;-1.964278;-4.195305;-1.549405;-2.277737;-3.424753;-1.405918;0.3514307;0.6773982;0.3609101;2.170585;-0.4420591;2.407353;-1.03679;-2.794057;-2.050322;-0.6300043;-0.165794;-0.6787767;-0.0392658;-1.126309;-0.8592263;-1.127648;-0.629635;-0.8814115;"Sur";"Sous";"Sous" +"G1291";0.3234108;0.3486103;-0.319046;-0.02811603;-0.5161427;-0.5733422;-0.1101026;0.2535634;0.09376473;-0.5614415;0.5258441;2.757924;-0.01324523;0.5721157;-0.1036254;-0.1148393;0.224122;2.121291;-0.06850992;-0.3035597;0.5031072;-0.6944283;-0.7537431;-0.7066557;0.08672707;-0.2962551;0.4977312;-0.9268677;0.7713112;2.606684;-0.1717956;-0.08660232;0.4305874;0.125746;1.486452;2.262132;"Non";"Sur";"Sur" +"G1293";-0.2284993;0.3114449;-0.107539;-0.4400212;-0.7571646;-0.3001897;-0.3892794;-1.995239;-3.253686;-2.751069;-3.262855;-3.987418;-0.7068829;-1.316253;-2.585045;-2.66552;-2.982924;-3.202151;-0.003217314;-0.04709723;0.3891324;-0.8202035;-1.376062;-0.8006512;-0.01652617;-2.738266;-2.569929;-2.944486;-3.613572;-3.987548;-0.2521872;-1.392948;-2.028183;-2.889436;-3.269573;-4.355608;"Non";"Sous";"Sous" +"G1308";0.08010648;0.2020405;0.1486967;0.3774701;-0.1065632;-0.3686311;0.4976451;1.645996;2.525452;2.649698;2.593301;3.048724;0.6357586;1.798913;2.412581;2.6993;2.704368;2.734791;0.05454369;-0.1130425;0.4069139;-0.3811182;-0.5374792;-0.9366379;0.4807501;1.944537;2.261708;2.496267;2.663635;2.874935;0.5452795;1.99596;2.517937;2.572509;2.634177;2.80169;"Non";"Sur";"Sur" +"G1313";-0.2406411;0.7753043;-0.4921186;0.6463999;0.8620269;-0.8167203;0.9067621;3.365838;2.813925;3.196246;3.047672;2.737103;0.8837371;3.65802;3.234729;3.425581;2.872293;2.474033;-0.2168956;-0.5665636;0.5996177;0.3183801;0.1165627;-0.3024794;1.703189;2.961873;3.163938;2.412301;2.927901;2.653169;1.598095;3.484326;3.483795;3.141548;2.995099;2.636865;"Non";"Sur";"Sur" +"G1318";0.2991953;0.008428809;-0.7296477;-1.357444;-1.554326;-1.355631;0.413672;-0.2915946;-0.7345667;-2.454841;-2.55233;-2.096716;0.3616632;-0.8863053;-1.76786;-2.258661;-2.749666;-2.238815;0.5212145;0.1038037;-0.4496712;-0.7679986;-0.2856675;-0.5710773;0.6027564;0.068992;-0.659383;-1.974747;-1.86101;-2.469034;-0.1161876;-1.019499;-1.827786;-1.991251;-2.734121;-2.717341;"Non";"Sous";"Sous" +"G1326";0.1313152;2.72337;3.201626;2.613926;1.565273;0.9300546;0.3225038;5.305571;6.147223;5.748171;5.587503;6.274908;1.030493;5.816119;6.604912;5.566163;5.669344;5.622213;0.8052343;2.193289;3.362161;1.774569;0.8723936;0.5562738;0.5605484;5.497461;6.226565;5.30616;5.721045;5.556878;1.782968;5.905806;6.662834;5.694806;5.123963;5.577492;"Non";"Sur";"Sur" +"G1327";0.187796;-0.6774415;0.2126666;-0.08262164;-0.3291192;1.047959;0.3460175;-2.106237;-3.455516;-2.919827;-2.543326;-2.247023;0.1727084;-2.634631;-1.807734;-2.935182;-2.629922;-1.824139;-0.2228345;-0.03086968;-0.417232;0.2851052;-0.08245044;1.051908;-0.4923221;-2.294199;-2.690747;-2.720649;-2.080992;-1.956544;0.1539277;-2.351169;-2.751777;-2.251292;-2.252531;-2.127336;"Sur";"Sous";"Sous" +"G1328";-1.798378;-3.197227;-0.1308432;-0.5618752;-2.401114;1.105085;-1.844127;-2.361562;-2.849886;-2.675711;-3.226664;-2.412858;-1.958061;-2.144444;-0.8271277;-2.524507;-3.151281;-0.6999423;0.1422257;0.7160385;0.7004371;2.139682;0.2888891;2.230863;-0.04631502;-1.19023;-0.6263185;0.2173301;0.2488474;-0.06312582;0.6414867;-0.2267229;-0.7493126;-0.4430465;-0.7955497;-0.6314281;"Sur";"Sous";"Non" +"G1339";0.6063952;0.222591;-0.229124;-0.5131528;-0.6287626;-0.6171984;0.2626729;-0.6528255;-1.999804;-2.644151;-1.86883;-2.586693;0.3437317;-0.924605;-3.646032;-3.672743;-3.44367;-2.332383;-0.1470933;-0.433159;0.08273017;-0.963823;-1.534065;-0.7413908;-0.4316787;-0.8890533;-2.160853;-1.4117;-2.355846;-2.607812;-0.7811051;-2.419511;-4.039216;-3.690182;-4.00608;-2.762142;"Non";"Sous";"Sous" +"G1341";0.03281864;0.4715765;0.1227281;0.6374585;0.2841301;-0.5437144;1.525412;2.46798;2.874727;2.503218;2.617354;2.05055;1.615432;2.260725;2.149995;2.727226;2.768564;2.051402;0.1055267;-0.4754953;0.3724084;0.07420321;0.09974856;-0.7610765;1.752876;2.517339;2.571165;2.365922;2.458813;1.906703;1.271536;2.011755;2.211616;2.606564;2.632917;2.002302;"Non";"Sur";"Sur" +"G1349";-0.1021864;0.254031;-0.05438183;0.5219936;-0.1519636;-0.5233844;0.2927231;1.31142;2.150276;1.813849;1.734848;2.194761;0.4104308;1.484638;1.771205;1.873012;1.75905;2.056307;-0.210873;-0.2624574;0.4083115;-0.5067001;-0.5062781;-0.8282279;0.1712255;1.563527;1.951338;1.526762;1.832843;2.149639;0.05049011;1.334337;1.896456;1.768819;1.896916;2.102099;"Non";"Sur";"Sur" +"G1351";0.3994866;0.4754277;0.03883368;0.666839;0.769636;-0.520607;2.187991;5.198573;5.477384;5.551345;5.822431;5.808748;2.60953;5.196609;5.009732;5.258078;5.570355;5.637219;0.3180839;0.1940147;0.4725334;0.2116225;0.5157684;-0.62429;2.614191;4.703352;5.060152;5.110776;5.278016;5.567885;2.781091;4.662314;5.07316;4.962266;5.511826;5.590333;"Non";"Sur";"Sur" +"G1357";0.02209929;-0.71511;1.346205;0.2571286;0.1502704;0.4320982;8.663452;8.748282;8.567751;7.503939;7.06057;6.7572;8.684874;8.655955;8.095017;7.01026;6.520422;6.586742;-0.3120076;-0.1948765;0.4337753;0.9632071;-0.2424375;0.914702;8.598204;8.892815;8.495557;8.000977;7.452077;6.541904;8.777288;8.635378;8.263714;7.477738;6.91368;6.556644;"Non";"Sur";"Sur" +"G1358";-0.09764979;-0.02819063;-0.8885824;-1.41504;-0.8953267;-0.8187577;-0.4081612;-1.138503;-2.395812;-2.579235;-2.993912;-2.078549;-0.6502313;-0.7299657;-1.745505;-2.809032;-3.056237;-2.60897;-0.7408205;0.07561916;-0.160698;-0.5130815;-0.008857781;-0.480106;-0.589864;-0.3007665;-0.9900106;-2.342123;-2.158195;-3.743901;-1.163768;-0.2957714;-1.77205;-2.510299;-2.429333;-3.382217;"Non";"Sous";"Sous" +"G1361";-0.06011599;0.3399408;-0.2958593;0.1089827;0.1067932;-0.5869237;-0.2835497;-1.382595;-4.315233;-2.696095;-2.685259;-3.604446;-0.4541631;-1.897648;-2.806883;-3.633431;-2.79598;-2.440766;-0.1616933;-0.3433498;0.02224107;-0.4269084;-0.3177957;-0.7194634;-0.6149563;-2.727762;-2.714852;-3.393513;-4.300395;-4.561499;-0.8445878;-3.548346;-4.26154;-3.15755;-4.218681;-4.884666;"Non";"Sous";"Sous" +"G1363";-1.141147;-0.1814891;-0.1241373;-0.2543625;0.802395;0.5479776;-0.975795;-0.8856246;-2.105456;-1.829659;-1.527342;-2.021949;-1.249172;-1.910091;-1.462292;-3.042598;-1.587768;-0.7458728;-0.5313817;-0.8321856;-1.328416;-0.07749647;-0.3532345;0.8842348;-1.094449;-2.457625;-1.890069;-1.90616;-2.406008;-1.5278;-0.6751773;-3.141414;-2.955256;-0.9112888;-2.841102;-2.195487;"Non";"Sous";"Sous" +"G1364";-0.09312671;0.3454223;-0.1517312;-0.1955468;-0.0871874;-0.4268165;-0.5061359;-0.941884;-2.007529;-2.77775;-2.294421;-2.513373;-0.5242659;-1.46783;-2.686673;-2.955736;-2.508095;-1.433118;0.2111906;-0.8013955;-0.5038558;-1.14918;-0.6313309;-1.218541;-0.7433464;-2.036656;-1.809141;-2.869336;-3.050523;-2.653746;-0.8480597;-2.773467;-2.892913;-3.128275;-3.252907;-1.763263;"Non";"Sous";"Sous" +"G1365";0.0343984;0.08962001;0.3844345;0.5547326;-0.0830884;-0.5761669;0.6226269;2.251708;2.76525;2.700929;2.613291;2.481692;0.8254033;2.597077;2.824051;2.867641;2.689318;2.311911;-0.1892954;-0.05163362;0.6875195;-0.6137015;-0.7208479;-1.013364;0.9100039;2.392551;2.599978;2.382518;2.396561;2.299628;0.9235984;2.522483;2.823847;2.733289;2.689135;2.240649;"Non";"Sur";"Sur" +"G1368";-0.5204875;0.5622832;-1.820534;-1.067358;-0.8665532;-1.649591;-1.432585;0.07600362;-0.2029679;-0.8485627;-1.846217;-2.223856;-1.464062;-0.896384;-0.3267448;-1.719185;-2.070753;-1.857147;-0.08314006;-0.9516085;-0.1372826;-0.9979385;-0.6195492;-1.768833;-0.648956;-0.9793349;-0.2063436;-2.228876;-1.873771;-2.479608;-1.091837;-1.611288;-0.5469701;-1.651556;-1.985889;-1.750637;"Sous";"Sous";"Sous" +"G1370";-0.6808041;0.7783707;-1.091407;-2.332583;-2.752041;-2.854404;-0.8722252;-1.033716;-1.933585;-3.394178;-4.110602;-2.146919;-1.112668;-0.1528939;-1.291471;-2.396079;-3.552556;-2.243214;-1.467071;0.3533048;0.4226018;-0.5605713;-0.2550227;-1.471518;-0.3799914;0.6386781;-0.2789833;-1.971925;-2.080053;-3.932139;-2.307078;0.4790536;-0.9107981;-2.328534;-2.249378;-4.518868;"Sous";"Sous";"Sous" +"G1377";-0.6406815;0.6964236;-1.534281;-2.469369;-3.289904;-2.975885;-1.297416;-0.9706088;-2.384189;-4.046849;-3.525031;-2.944637;-1.559244;-0.2558865;-2.500681;-2.70957;-3.390414;-3.595536;-1.458323;0.6962662;0.4299206;-0.2071042;-0.2939177;-0.4294072;-0.5870933;0.8319367;0.09799189;-1.066278;-0.9789925;-3.459192;-2.033594;0.7195531;-0.7922133;-1.588687;-1.584661;-3.105962;"Sous";"Sous";"Sous" +"G1384";0.5914364;0.8610232;-0.5629697;-0.4445314;0.1823488;0.2345519;-0.02305525;-0.6388962;-2.202925;-1.964311;-2.419621;-3.166334;0.2779276;-0.8051777;-1.43933;-2.831065;-2.562479;-1.710794;0.1019762;0.09293366;0.1924817;-0.8074147;0.2482814;1.098027;-0.3442018;-1.681531;-1.193969;-3.944538;-3.788645;-3.680283;-0.6630923;-1.66346;-2.093218;-2.148098;-4.234751;-3.617556;"Non";"Sous";"Sous" +"G1386";-1.026815;0.6771699;-1.551517;-2.524109;-1.776233;-2.263194;-1.474679;-1.449838;-3.129531;-3.54577;-3.878932;-2.197828;-1.368692;-0.7362871;-2.228325;-3.431311;-4.402745;-2.293958;-0.7931898;0.5107897;-0.1101729;-0.8219278;-0.6207746;-1.617464;-0.4487243;-0.04237257;-1.846082;-4.16337;-4.21372;-3.655873;-2.380487;-0.3303753;-2.311106;-3.341224;-4.387199;-4.118043;"Sous";"Sous";"Sous" +"G1392";0.1287062;-0.5379368;-0.3169625;-0.6310957;0.2427622;0.3994046;0.03543081;-0.3303332;-0.3638418;-1.879871;-1.937524;-2.975348;-0.4422332;-0.5612591;-0.4813903;-2.338602;-2.350861;-2.18383;-0.4762673;-0.8532061;-0.3132112;-0.2542761;0.4299948;0.7756515;-0.8576435;-0.7147541;-0.7251633;-1.560914;-1.637424;-2.2894;-0.5224506;-1.102111;-0.6653311;-2.026123;-2.101882;-2.33402;"Non";"Sous";"Sous" +"G1394";0.6992067;-1.821474;-0.08596651;-1.240093;-2.311673;-0.8450978;0.5062751;-0.1982833;1.618267;-1.309113;-2.078784;-2.227151;-0.284737;-1.581845;0.5169716;-1.786091;-2.690983;-2.501606;1.454066;-0.167099;-0.4332797;1.955979;-0.8566103;-0.9103457;-0.03742351;1.313505;1.367047;0.8408454;-0.1146162;-2.234687;-1.058693;-0.1887672;0.2094718;0.3763167;-1.288746;-1.845129;"Non";"Sous";"Sous" +"G1401";0.02562469;0.3954411;-0.4368934;1.093127;-0.1177838;-0.5626694;0.539261;2.594993;3.622259;3.46596;2.873714;2.78587;0.7467504;2.750382;3.269596;3.540179;2.872581;2.179694;0.4052052;0.1496471;0.4067358;-0.240078;-0.7310809;-0.883853;0.4318136;2.490263;3.24688;2.952619;2.554751;2.655473;0.814743;2.719768;3.454902;3.25567;2.500697;2.163795;"Non";"Sur";"Sur" +"G1404";-0.07679324;-0.3511039;-0.1594665;-0.3631653;0.3379248;0.4443929;-0.1121891;-1.150885;-2.995983;-2.333271;-2.24815;-3.297952;-0.4369804;-1.879028;-1.918093;-3.620458;-2.702511;-2.260868;-0.2921517;-0.5623734;-0.7777354;-0.1073303;0.2608833;0.7404253;-0.7160396;-1.810439;-2.134957;-2.767634;-2.614717;-2.8604;-0.7683553;-2.09625;-3.107806;-2.791246;-3.459841;-3.13508;"Non";"Sous";"Sous" +"G1406";-0.2173181;-0.1695646;0.2414285;-0.03365557;-0.5190515;-0.02034383;-0.1754891;0.5835801;0.9561171;1.715746;0.7723325;1.489832;-0.2433942;0.8055835;1.568428;1.569477;1.270922;2.209783;0.07852384;-0.792363;-0.2164973;-0.2178251;-0.6997714;-1.071144;0.09509747;1.484297;1.526675;1.70755;1.837973;2.087254;-0.1613731;1.426681;1.647643;1.514706;1.494458;2.227373;"Non";"Sur";"Sur" +"G1407";5.066542;6.195949;5.612875;5.450194;5.18919;2.997972;-0.4412391;0.7662983;1.523451;0.6786099;1.50346;0.9139321;4.883773;6.320737;5.160492;5.274383;4.992684;1.494483;4.70943;5.776083;5.971576;4.937411;4.064579;2.644903;-0.0006585786;0.924776;0.3812315;1.086878;0.5612062;0.7395848;5.236024;5.540981;5.485966;4.109809;3.327676;1.536439;"Sur";"Non";"Sur" +"G1409";-0.1956424;0.6452385;-0.7871267;-0.5974744;-1.239128;-1.287646;-0.2555777;-1.305389;-2.237576;-2.543372;-3.012131;-2.33417;-0.6191415;-0.6693849;-2.217549;-2.528093;-2.892317;-2.126833;-0.9473401;0.2266048;0.7123642;-0.4161123;-0.4117204;-0.3407102;-0.5767014;-0.3061442;-0.6110843;-2.300906;-2.685506;-3.538872;-1.945702;-0.5871021;-1.447998;-2.651326;-2.52475;-3.763142;"Non";"Sous";"Sous" +"G1410";0.08480713;-0.1196756;-0.599963;0.04082871;-0.2623662;-0.689795;0.3291973;-0.1098453;-0.2420699;0.01276787;1.226742;2.485561;0.2416082;0.05511924;-0.2943826;0.2953748;0.9021902;2.1005;-0.0006602167;-1.340691;0.1579424;-0.7336469;-0.7277383;-0.5145869;0.03708333;0.1814468;0.3454777;0.162588;1.025828;2.37673;-0.4943755;-0.812483;-0.07676975;-0.1312535;1.708901;2.258813;"Non";"Sur";"Sur" +"G1412";0.06054551;0.1981192;0.05221757;0.4668068;-0.09482532;-0.4131896;0.5611663;2.176314;3.42785;3.394831;3.270074;3.576804;0.677291;2.493364;3.209457;3.486459;3.544018;3.163077;-0.04690706;-0.28023;0.3740655;-0.4894045;-0.6225621;-0.7584471;0.542139;2.527335;3.07254;3.072739;3.269076;3.413987;0.7304913;2.633503;3.19339;3.362671;3.202093;3.111378;"Non";"Sur";"Sur" +"G1413";0.01282378;-0.8879079;-0.1148839;-0.4938732;-0.5496021;-0.5808669;0.1205254;-1.001147;-1.437021;-3.257963;-3.294527;-4.59007;-0.1012403;-1.418789;-2.088523;-4.275225;-2.72505;-4.659986;-0.152239;-0.6831706;-1.00014;-1.185914;-1.091284;-1.607949;-0.5586196;-0.9110679;-1.69237;-3.194181;-4.347712;-5.352375;-0.6352989;-1.315019;-2.726623;-1.936399;-4.72199;-5.138512;"Sous";"Sous";"Sous" +"G1424";-0.1822574;-0.2340985;0.07950291;0.4045162;-0.1326766;-0.218027;0.4371502;1.707225;2.550793;2.379077;2.242801;2.282059;0.5528673;1.794387;2.428275;2.448358;2.296573;1.944541;0.1053566;0.01832143;0.2847279;-0.1833324;-0.524562;-0.8631316;0.7802648;2.058579;2.41874;2.12418;2.064236;2.061237;0.9129207;2.086532;2.546523;2.287472;2.028752;1.906355;"Non";"Sur";"Sur" +"G1425";0.0921159;-0.775957;-0.1124205;-0.05053574;-0.3273378;0.124405;-0.2461097;-1.69887;-2.357243;-3.13743;-3.123136;-2.790963;-0.2497255;-1.851581;-1.450621;-2.766053;-2.912851;-2.076051;-0.3287549;0.469465;-0.7599081;1.149877;0.7394951;1.114095;-0.7558641;-1.535034;-2.158557;-1.215139;-1.358926;-2.03236;-0.1816922;-1.012165;-2.339514;-1.917283;-1.759188;-2.452083;"Non";"Sous";"Sous" +"G1431";-0.1874512;0.1823407;-0.04357137;0.5357598;-0.1443847;-0.3621197;0.449209;2.682208;3.716802;3.303108;2.741983;3.083574;0.6688492;2.933527;3.581838;3.218574;2.763462;2.593619;0.1999194;-0.05904834;0.6126456;-0.2566374;-0.6252212;-0.9812301;1.165214;2.933908;3.547617;3.181583;2.573705;2.738255;1.189384;3.049139;3.712261;3.026004;2.571145;2.558315;"Non";"Sur";"Sur" +"G1432";0.5335074;-2.001765;-1.549874;-1.349055;-0.6836988;-0.5007954;-0.3516784;-2.276974;-3.524034;-3.169801;-2.287716;-2.27702;-0.5155499;-3.285344;-3.788441;-3.298363;-2.290221;-2.765147;-0.04919524;-1.784803;-2.417186;-0.8804052;-0.7425798;-0.5978062;-0.9966652;-2.526858;-2.997694;-2.553437;-1.252716;-1.541817;-0.4747094;-3.70784;-3.750368;-2.855293;-2.082677;-2.056099;"Non";"Sous";"Sous" +"G1436";0.2245538;-0.00441415;-0.01788772;0.1616422;-0.3374743;-0.5679535;-0.02772452;1.658506;2.347659;2.450624;2.121487;2.162696;0.2844385;1.658908;2.383991;2.404543;2.728562;1.950919;0.01398975;-0.2562104;0.09653905;-0.6014331;-0.3713992;-1.029786;0.4742636;1.723885;2.215675;2.278915;2.095549;2.044856;0.6774206;2.02811;2.484598;2.241382;2.362003;1.996194;"Non";"Sur";"Sur" +"G1438";-0.3130977;-1.415741;-0.9742708;-1.209952;-0.2192398;-0.5856973;-0.7248437;-3.547591;-5.827955;-4.099486;-3.098727;-5.2324;-1.039406;-4.988429;-5.827955;-4.099486;-3.098727;-4.762542;-0.3986317;-0.5270646;-1.425344;-1.174506;-2.721733;-2.486288;-1.002468;-5.826609;-4.613509;-3.972976;-3.098727;-5.2324;-1.141102;-6.094371;-5.827955;-4.099486;-3.013894;-5.2324;"Sous";"Sous";"Sous" +"G1439";-0.6154208;-1.010749;-0.922142;-0.7895006;-0.3234436;-0.675445;-0.9037346;-2.994589;-4.904609;-4.34911;-3.521743;-5.33355;-0.8921119;-4.307097;-5.529755;-5.191111;-3.966363;-4.56057;-0.3678823;-0.3240169;-0.8754506;-1.171903;-2.122619;-1.834753;-0.9000686;-3.940065;-3.830714;-4.681788;-3.601674;-5.206034;-0.8767755;-5.657378;-6.013488;-5.128429;-4.234012;-4.886592;"Sous";"Sous";"Sous" +"G1442";0.7503374;0.5884507;0.9741053;1.745468;1.654659;0.9169224;1.248576;1.142777;1.692752;1.301566;1.862454;2.633018;2.696769;3.033569;3.565818;3.018966;2.393277;2.942946;0.1716337;1.374825;1.332396;1.848083;1.443349;1.622213;1.787725;2.094679;2.10787;1.759363;2.641302;2.809549;1.552076;3.319221;3.465568;3.004952;3.308031;3.246962;"Sur";"Sur";"Sur" +"G1444";-0.3476535;-0.06628532;-0.873538;-0.6548733;-0.4082965;-0.6071668;-0.2981475;-1.677493;-2.435344;-2.354945;-2.359622;-2.182669;-0.4884112;-2.119814;-3.096032;-2.830718;-2.085436;-2.592317;-0.5579332;-0.7196179;-0.350584;-0.610123;-0.3278765;-0.5704833;-0.5918684;-2.062293;-2.354404;-2.303965;-2.096531;-2.121501;-0.9785702;-2.760684;-3.12537;-2.150771;-2.720823;-3.000412;"Non";"Sous";"Sous" +"G1445";-0.4828975;0.5054202;-0.08249088;0.7313875;0.955164;0.8403728;-1.187353;-2.262463;-2.217166;-2.092935;-2.400076;-2.082;-1.022797;-2.69303;-1.651086;-2.864842;-3.182374;-1.744049;-0.3931543;-0.1191792;-0.3919964;0.1523773;0.762262;1.394765;-1.045689;-2.939526;-1.87924;-3.238678;-3.46889;-2.148941;-0.7718275;-3.031996;-2.467542;-3.481494;-3.606049;-2.688109;"Sur";"Sous";"Sous" +"G1447";-1.62533;-1.176441;-1.02994;1.061528;0.8913512;0.470509;-2.094001;-2.75188;-3.723826;-3.813837;-4.024582;-2.580491;-1.830097;-2.843822;-2.973026;-4.55049;-3.283105;-2.013379;0.05719808;0.4133923;-0.02058976;0.867903;0.40526;1.43283;-0.6529147;-2.644467;-2.371322;-4.307674;-4.130611;-3.021551;0.4430119;-3.1699;-2.912795;-3.984568;-4.187649;-3.37283;"Non";"Sous";"Sous" +"G1448";-0.1182852;0.1778904;-0.0582515;0.5687013;-0.3922416;-0.2339173;0.3365327;1.95113;2.901341;2.745136;2.16862;2.524818;0.3385851;2.139604;2.932204;2.734604;2.404041;2.282597;-0.06880806;-0.1187248;0.559168;-0.2243312;-0.3888931;-1.090198;0.8504926;2.278069;2.518079;2.566588;2.172476;2.183225;0.6443756;2.397228;2.854533;2.522157;2.169256;2.219639;"Non";"Sur";"Sur" +"G1456";0.240071;0.2762124;0.1162053;0.4407944;0.4427451;0.3714402;0.2113782;-0.6402927;-2.264332;-2.71646;-2.685432;-3.329914;0.1565711;-0.884406;-1.389266;-2.726295;-2.664405;-2.273134;-0.4197446;-0.1096829;-0.05351338;0.2258391;0.3732904;0.7196906;-0.4676149;-1.244473;-1.459598;-3.374457;-3.179004;-3.171208;-0.805758;-1.293437;-1.585216;-2.982209;-3.698088;-3.946798;"Non";"Sous";"Sous" +"G1457";-0.09628093;0.4162804;-0.2406393;0.6339131;-0.4299967;-0.3042404;0.5613509;2.485573;4.025239;3.534472;2.907693;3.170105;0.5659444;2.644464;3.664807;3.572502;3.047201;2.769372;0.1476304;0.2852654;0.3141738;-0.3538007;-0.6313013;-1.118903;0.508157;2.707722;3.302584;3.25341;2.739885;2.647791;0.7564381;2.70001;3.627439;3.413447;2.780375;2.620064;"Non";"Sur";"Sur" +"G1464";-0.08721432;0.06678918;-0.08642193;0.5546556;-0.5388996;-0.4059999;0.3348201;2.980676;4.059663;3.688397;2.928993;3.185709;0.5000237;3.276249;3.955336;3.477323;2.923788;2.776369;0.08504196;0.107054;0.07740055;-0.4829362;-0.6029114;-1.198789;1.204854;3.241273;3.812902;3.343234;2.672993;2.884537;0.6510671;3.47619;4.018456;3.216332;2.630181;2.763803;"Non";"Sur";"Sur" +"G1466";0.04865749;0.3289191;-0.2587402;0.3846908;-0.3098196;0.09439705;0.7908048;2.524611;3.364786;2.80906;2.51624;2.68009;1.012164;2.706135;3.149454;2.896284;2.645022;2.225975;0.4729254;0.2103688;0.4789436;-0.5353458;-0.5854528;-1.121652;0.8040862;2.75762;3.156735;2.420884;2.159076;2.319148;1.040394;2.791222;3.098238;2.598493;2.202869;2.340845;"Non";"Sur";"Sur" +"G1474";-0.02518863;0.6409159;0.07616018;0.0806816;0.2884141;-0.5690048;-0.2367276;2.423459;4.111414;2.989306;2.753685;1.884257;-0.1802193;2.719594;3.99236;3.527471;2.937192;2.013;-0.01159499;-0.8112138;-0.02467148;-0.06986467;-0.1495675;-1.141937;-0.4929723;2.196583;3.926693;2.293135;2.033457;2.256486;-0.292482;2.219636;4.163882;3.041556;2.322587;2.293783;"Non";"Sur";"Sur" +"G1475";-0.02291387;-1.273088;-1.434435;-2.25169;-1.970131;-0.7520792;0.03716983;0.05396807;-1.593177;-2.730917;-3.246427;-3.665581;0.07935995;-1.560989;-2.588912;-3.159503;-3.594581;-3.32763;-1.053245;-1.705061;-3.253926;-3.361052;-2.25835;-1.583156;-0.3825044;-1.137139;-2.320969;-4.137354;-3.698604;-4.166653;-1.505804;-3.440291;-3.441628;-4.392048;-3.835763;-4.27169;"Sous";"Sous";"Sous" +"G1477";0.1176716;0.003655655;-0.1223076;-0.2808379;-0.9174708;-0.5181576;-0.1719116;-0.8236327;-2.549045;-3.323338;-3.451485;-4.275753;-0.01036615;-1.10593;-2.472881;-3.071388;-3.530125;-3.666347;-0.04190571;0.2883908;0.2850338;-0.6762014;-1.044574;-0.8659812;-0.06596687;-1.002554;-2.062564;-3.677505;-3.698935;-3.998142;-0.532097;-1.999873;-3.090545;-3.298948;-3.690706;-4.396544;"Non";"Sous";"Sous" +"G1478";-0.3545301;0.2952949;-0.2416742;0.03016585;0.3048429;0.3457246;-0.03968208;-1.839893;-2.956258;-2.766318;-3.572634;-2.411582;-0.001242108;-1.584468;-1.638485;-3.229512;-2.507264;-1.744201;-0.1417486;0.3823992;0.3722236;0.3657062;0.5315772;1.428738;-0.03651184;-1.694118;-2.018984;-3.263953;-2.918434;-2.081114;-0.1352609;-1.347191;-2.028373;-2.388918;-3.316015;-2.203965;"Non";"Sous";"Sous" +"G1481";0.4817367;0.3850645;-0.03092639;0.5818758;0.2047118;-0.2973375;0.5017628;2.280101;2.957972;3.044837;2.883141;2.605305;0.6765897;2.395753;3.171218;3.053265;3.147474;2.518576;0.09471494;0.2121999;0.7810194;-0.258302;-0.1759661;-0.7280271;1.044997;2.200692;2.927788;2.885791;2.841663;2.345906;1.074742;2.497101;3.210679;3.015068;2.918686;2.463018;"Non";"Sur";"Sur" +"G1482";0.6438053;0.3752966;-0.1251205;0.1566749;-0.06094462;-0.7297456;-0.3599485;-1.260036;-2.004548;-2.420601;-3.244501;-2.484701;-0.2743405;-1.50027;-1.307755;-1.718824;-2.022195;-2.221515;0.6730846;0.0747811;0.01016166;0.2773354;-0.05355351;-0.4634099;-0.5817676;-2.704032;-1.539152;-3.147555;-3.136467;-2.366367;-0.457494;-2.776868;-1.525189;-2.025993;-2.823133;-2.205368;"Non";"Sous";"Sous" +"G1483";0.5110808;-0.9515338;0.1686457;-0.2921668;0.03076775;0.6695451;-0.716549;-2.735418;-2.377155;-2.475667;-2.525099;-2.57979;-0.476877;-1.981249;-1.13504;-2.352814;-2.41761;-2.400363;-0.6704862;0.2563527;-0.1429392;0.5121672;0.5489171;1.260334;-1.059335;-2.819394;-1.825206;-2.349156;-1.585485;-1.88852;-1.16141;-2.261431;-1.982794;-1.978219;-2.015234;-2.390203;"Non";"Sous";"Sous" +"G1487";0.2399841;-0.05808383;-0.2185442;-0.2140898;0.360967;-0.7096214;-0.3070972;-1.237825;-2.494486;-1.3262;-1.03887;-2.579643;-0.6534307;-1.282909;-1.283068;-0.9679077;-1.250176;-2.626362;0.07245667;-0.2857631;0.1721661;-0.5245672;-0.1016543;-0.8410233;-0.4096981;-1.997174;-2.068117;-1.904774;-1.451197;-2.743881;-0.4159398;-1.647452;-1.245533;-1.398306;-1.291845;-2.814721;"Non";"Sous";"Sous" +"G1490";-0.03363226;-0.1063548;0.04647173;0.2903384;-0.4021363;-0.4162488;0.3353364;0.852284;1.428473;1.898013;1.514104;1.932669;0.2690697;1.028372;1.57867;1.855718;1.897121;2.17791;0.09804538;-0.1449532;0.2849892;-0.2579279;-0.6393938;-0.7991232;0.2552132;1.320133;1.479952;1.724622;2.044856;2.163067;0.1115974;1.260801;1.634683;1.804162;1.844703;2.130336;"Non";"Sur";"Sur" +"G1491";-0.03142504;0.3418076;0.03249194;0.4054006;-0.3101095;-0.2365147;1.780577;3.315682;3.991416;3.558186;3.267819;3.381733;1.670564;3.25496;3.829059;3.631372;3.217681;3.382056;-0.07924385;-0.7254481;0.8488066;-0.4503292;-0.5981281;-1.029692;1.886362;3.500193;3.564306;3.470625;3.019936;3.052621;1.608894;3.620721;3.645844;3.513176;3.297038;3.207868;"Non";"Sur";"Sur" +"G1500";-0.01995473;0.5840899;-0.2288585;-0.2427617;-1.059168;-0.5707062;-0.1176466;-0.3061779;-1.528732;-3.033051;-2.80118;-2.534358;0.03676953;-0.6227132;-1.146562;-2.078703;-2.651154;-2.295993;-0.2882836;-0.1948065;-0.2084068;-0.5789658;-0.447823;-1.048845;-0.2706597;-1.220431;-1.320971;-2.891405;-2.338845;-2.593364;-0.5611892;-1.771646;-1.604287;-3.414785;-2.886378;-3.055534;"Non";"Sous";"Sous" +"G1505";-0.3959616;-0.7136557;-0.2131931;-1.343894;-1.089394;1.235387;-0.4406865;-0.8571762;-0.6327815;-1.233834;0.6053501;4.750382;-0.9624255;-0.9707105;-0.7280393;-0.7666297;-1.03479;4.77642;-0.5229228;0.8765527;1.763967;2.047607;-0.6589103;1.503621;-1.43137;0.3384128;1.924161;3.458378;3.628841;6.198103;-0.3216862;1.282341;2.148078;1.292363;3.489164;5.689087;"Sur";"Sur";"Sur" +"G1506";0.1016852;0.2677619;-1.160673;-1.347273;-1.362294;-0.9489756;-0.4305504;-0.8460923;-1.324972;-1.562596;-1.971806;-2.003536;-0.2689602;-0.7865475;-0.8228087;-1.50904;-1.979894;-1.226251;-1.024081;0.6884796;-0.2837486;-0.2745943;-0.8164296;-0.1301641;-0.2837057;0.08373436;-0.8977117;-1.538449;-1.663694;-2.386534;-1.001962;-0.5422762;-0.6209519;-1.860671;-1.813763;-2.568814;"Non";"Sous";"Sous" +"G1509";-0.5794793;0.3518846;-0.4521904;0.2620489;0.642682;0.2470478;-1.115978;-2.856678;-4.538872;-3.671482;-4.238247;-2.170573;-0.7963865;-3.560457;-2.60672;-4.172076;-4.240252;-2.683184;-0.04754349;-0.05052906;0.03888427;-0.2118385;0.3919857;1.079475;-1.73116;-4.110801;-3.91244;-4.408135;-3.830422;-3.375573;-1.570924;-4.113047;-4.144511;-3.59682;-4.481435;-3.375573;"Non";"Sous";"Sous" +"G1511";0.06904402;-0.02772407;-0.09496858;0.342137;-0.06533806;-0.4210737;0.21031;0.9723415;1.676212;2.130597;2.075304;2.511061;0.344069;1.149671;1.565617;2.12983;2.399239;2.355217;0.03714689;-0.06526002;0.21112;-0.2193772;-0.3259123;-0.5988151;0.1461266;1.199363;1.614081;1.977349;2.317879;2.534054;0.2402069;1.086536;1.699193;2.185771;2.357128;2.401655;"Non";"Sur";"Sur" +"G1517";0.03910158;0.2570912;-0.1247888;0.4029725;-0.2488051;-0.4858191;0.2505858;1.437983;2.038152;2.127636;2.108014;2.494803;0.4529931;1.487879;1.717691;2.201827;2.115453;2.09443;0.009800962;-0.003818069;0.4188066;-0.4482458;-0.5204418;-0.8501304;0.3528802;1.432761;1.686053;1.839834;1.96409;2.185767;0.3578436;1.474728;1.898352;2.029234;2.009775;2.114153;"Non";"Sur";"Sur" +"G1521";-0.2137346;-1.045879;-1.970553;-1.951571;-1.286693;-1.438199;-0.2227637;-1.676507;-3.008485;-3.019554;-2.662939;-3.013771;-0.6688685;-2.292685;-2.819565;-2.783495;-2.780763;-2.807141;-0.09503464;-0.9265265;-1.988138;-1.546818;-1.462783;-0.5470441;-0.6063492;-2.263747;-2.383658;-2.893044;-2.780763;-3.013771;-1.100837;-2.731114;-2.824782;-2.749495;-2.780763;-2.613694;"Non";"Sous";"Sous" +"G1523";0.2979623;-0.6635708;-0.3229476;-0.6848771;-0.1722542;0.6381706;-0.5054972;-2.041629;-1.956341;-2.182652;-2.50413;-2.432746;-0.3627342;-2.587536;-1.10679;-2.093041;-2.310731;-1.931173;-0.1366466;0.003346528;-0.4530109;0.2840383;0.1751044;1.6112;-1.196217;-2.071127;-1.897471;-1.889827;-2.409509;-2.013963;-0.8943684;-2.093071;-1.923246;-2.008504;-2.565923;-2.339269;"Sur";"Sous";"Sous" +"G1529";0.2238864;0.04595455;-0.2826241;0.2972793;-0.2142251;-0.3096455;0.5650957;1.296407;1.910033;2.335964;2.645996;2.677299;0.3411589;1.432284;1.495914;2.631676;3.014744;2.023313;0.1222684;-0.3310586;0.06977811;-0.5338145;-1.059751;-1.045154;0.1904776;1.152691;1.496802;1.873908;2.502167;2.190042;0.2240365;0.8911292;1.715084;2.245808;2.681833;2.048922;"Non";"Sur";"Sur" +"G1531";0.09943476;0.1689716;0.007862625;0.5025477;-0.335846;-0.2002597;0.9932897;3.601501;4.283868;3.661374;3.275908;3.601608;1.190519;3.696007;3.991735;3.616972;3.299115;3.003376;0.1990331;0.05718068;0.6964111;-0.6907473;-1.017201;-0.8344612;1.600035;3.432573;4.043445;3.092396;2.723962;3.25122;1.169602;3.560157;4.174939;3.076498;2.77619;3.050852;"Non";"Sur";"Sur" +"G1536";0.08568414;0.3467681;-0.2128033;-0.05436211;-0.1985911;-0.6778938;-0.1694298;-0.5907376;-1.903168;-1.480219;-1.669312;-1.911619;-0.4286658;-0.6570398;-1.8247;-1.680488;-1.490598;-2.117498;0.08123361;-0.4500131;0.4090368;-0.8011454;-0.880809;-1.018344;-0.04696193;-1.30296;-1.322193;-2.071356;-2.353853;-2.386987;-0.3110539;-2.035564;-1.640164;-2.208926;-2.057495;-2.266087;"Non";"Sous";"Sous" +"G1538";-0.05418342;0.6704858;-0.1928928;-0.5597774;-0.822244;-0.9355529;2.919562;2.462058;0.3136995;0.2399497;-0.9504233;-2.529868;2.773832;2.49993;0.9786202;-0.2209901;-1.343353;-1.026112;0.1243531;0.3663789;0.2409345;-0.9175387;-0.7261706;-0.7176107;2.893334;1.87391;0.9488708;0.1870764;-0.3517352;-1.490861;2.915094;2.166097;1.319353;-0.3254268;-1.323067;-2.061759;"Non";"Sous";"Sous" +"G1543";-0.3947776;-0.994919;-0.7855423;-1.732096;-2.143353;-0.6497309;-0.4805139;-2.204803;-2.925793;-2.933331;-3.177687;-4.166435;-0.395394;-1.977635;-2.736874;-3.064508;-3.177687;-3.975404;-0.6181246;-0.5533196;-0.5764275;-0.878338;-0.6470835;-1.115633;-0.4434247;-2.315185;-2.95781;-3.064508;-2.955694;-4.058194;-1.394312;-2.548515;-2.977768;-3.064508;-3.092854;-4.486472;"Non";"Sous";"Sous" +"G1545";0.6116798;-1.127402;0.3867152;-1.608158;-3.329048;-1.18963;-0.300599;-1.147865;-1.145721;-1.724984;-3.329048;-2.6689;-1.176789;-1.142596;-0.1950262;-1.724984;-3.329048;-2.712488;1.665082;0.9203983;0.2263672;2.160697;-1.229764;-0.8548108;-0.2503676;-0.8270491;-0.2947367;-0.4772075;-1.558439;-2.718998;-1.81833;-0.5443499;-0.796306;-0.4786484;-2.491226;-2.016768;"Sous";"Sous";"Sous" +"G1546";0.6241183;-1.259998;0.4883597;-1.24643;-3.233583;-1.732533;-0.2374712;-1.295927;0.2393318;-1.24643;-3.304484;-2.733284;-1.29868;-1.470732;0.6548833;-1.123578;-3.305257;-2.864399;1.996609;0.2260561;0.4638946;2.727283;-0.9682637;-1.280402;0.3748406;-0.7702307;0.923706;1.303843;-0.7058642;-2.352556;-1.703481;-0.3004758;0.6049828;1.069687;-1.572584;-1.469533;"Sous";"Sous";"Sous" +"G1554";-0.1057321;0.2220499;0.2617564;0.5071724;-0.4584242;-0.182393;0.6858243;2.278118;3.060341;2.633568;2.06981;2.413818;0.8057057;2.460865;2.978388;2.564131;2.380733;2.24661;0.1215602;0.1989474;0.2904653;-0.09725541;-0.4636095;-0.9131434;0.9858679;2.541551;2.737909;2.360427;2.064773;2.178431;0.954323;2.571774;3.099038;2.424402;2.05813;2.162931;"Non";"Sur";"Sur" +"G1555";-0.0007630574;0.2284435;-0.1720431;0.3457767;-0.244031;-0.4217274;0.3847303;1.706119;2.588883;2.704128;2.583834;2.972429;0.4788887;1.863348;2.324204;2.694329;2.770986;2.65211;0.07780713;-0.174541;0.3987991;-0.4255033;-0.634951;-0.9609604;0.3944635;1.848609;2.222295;2.48129;2.578284;2.725113;0.5012291;1.892772;2.337497;2.643893;2.548878;2.539644;"Non";"Sur";"Sur" +"G1575";-0.5071506;-0.5288578;-0.6087392;-1.043619;-0.9355128;-0.323862;0.0268573;-1.315499;-2.348858;-3.204489;-3.078931;-3.046515;-0.4362113;-1.234815;-2.87695;-3.47824;-2.890891;-1.842341;0.06277274;-0.2959843;-0.5580547;-1.144443;-1.486386;-1.02903;0.01139717;-0.7740537;-1.696321;-3.096302;-3.047288;-2.164913;-0.4248762;-1.665607;-2.703862;-3.4842;-3.255041;-1.885678;"Non";"Sous";"Sous" +"G1576";0.1529951;0.2268329;0.4642723;-0.4229582;0.250201;0.2561389;-0.1076583;-0.6443372;-1.75704;-1.583278;-1.782249;-3.315487;-0.0821936;-0.8329152;-0.7318948;-2.070437;-1.384533;-2.063824;-0.3110625;-0.249155;-0.1617933;0.1148312;0.2499437;0.7519612;-0.5520876;-0.9823306;-0.9389313;-1.240516;-1.585555;-3.161708;-0.6899861;-1.122391;-0.9992032;-1.338286;-1.526871;-2.505004;"Non";"Sous";"Sous" +"G1602";-0.1162208;-0.01326895;-0.03399048;0.3506927;-0.1639805;-0.3164672;0.6428662;2.143984;3.038199;2.800999;2.575979;2.628538;0.7522343;2.280926;2.799675;2.90147;2.648962;2.295833;0.1648215;-0.04752631;0.3236998;-0.3713376;-0.4239483;-0.8724392;0.8822539;2.147558;2.805037;2.548782;2.440629;2.416233;0.8951852;2.144932;2.909593;2.614909;2.405058;2.286231;"Non";"Sur";"Sur" +"G1603";-0.2302071;0.4460846;-0.08233545;0.1953964;-0.3392365;-0.2812404;0.541099;2.411237;3.240677;2.791828;2.525467;2.903334;0.969328;2.621417;3.180166;2.868163;2.68953;2.54544;-0.1091086;0.3963759;0.6657911;-0.8451732;-0.7624421;-1.085943;1.024563;2.694151;3.130333;2.600851;2.40222;2.428041;1.199901;2.800525;3.327424;2.735052;2.4121;2.522803;"Non";"Sur";"Sur" +"G1606";0.1127024;0.176467;0.1703358;0.2236081;-0.3121102;-0.275479;0.6702673;2.318822;2.926864;2.496307;2.141982;2.345313;0.8819508;2.594565;2.75658;2.45708;2.12364;1.86452;0.01239741;0.3509771;0.3540939;-0.2581185;-0.7959481;-0.7610372;1.018252;2.465601;2.647629;2.186045;1.889598;2.057922;0.9481331;2.559104;2.851743;2.018532;1.834929;1.926925;"Non";"Sur";"Sur" +"G1615";-0.5205194;0.02252596;-0.5328582;-1.289803;-1.161481;-1.039642;-1.513248;-0.9596031;-2.320578;-2.747233;-2.798906;-2.220059;-1.134749;-1.273727;-2.075396;-2.334719;-2.408222;-2.053876;-0.6827442;-0.1784289;0.3062746;-0.1846486;-0.227418;-0.3226144;-1.919156;-0.8883035;-1.326132;-1.703799;-2.110575;-2.442282;-1.926845;-0.6429346;-1.496079;-2.088657;-2.289041;-2.489566;"Non";"Sous";"Sous" +"G1616";-0.01323457;-0.1233294;-0.152197;0.173688;-0.1815249;-0.3594725;0.1915155;0.7877623;1.598474;2.084184;2.026356;2.19701;0.2675076;0.9111746;1.507626;2.148344;2.309716;2.213769;0.1054812;-0.07924156;0.1130728;-0.36241;-0.2283874;-0.7404646;0.1025725;1.133778;1.391648;1.884244;2.362625;2.369067;0.02919279;1.206672;1.375189;2.128575;2.294659;2.183071;"Non";"Sur";"Sur" +"G1622";3.32866;5.098078;4.79623;4.974799;4.403149;3.327597;-0.1107081;-0.023765;0.3702215;0.09737355;-0.1772381;-0.901169;3.775477;4.038827;3.706014;3.629447;2.97483;-0.4736425;2.645693;4.036416;5.014827;4.803472;4.064658;3.066896;-0.04344348;0.4079009;0.572105;-0.4766081;-0.2673782;-0.9165163;3.445538;2.777818;3.799234;2.230048;1.538042;-0.2399419;"Sur";"Non";"Non" +"G1623";0.3613068;0.5911153;-0.1565013;-0.2451163;-0.01071718;-0.9436242;-0.01887181;-1.03516;-3.141009;-3.096344;-2.340454;-2.732383;-0.007565246;-0.4474437;-2.341335;-1.847853;-1.646144;-2.692598;-0.1484962;0.1837745;-0.009098874;-0.634444;-0.4885049;-1.031935;-0.5306814;-1.856095;-2.580204;-3.637693;-3.26639;-2.889588;-0.03645541;-1.76293;-2.013797;-2.493778;-2.917451;-2.882748;"Non";"Sous";"Sous" +"G1631";-0.05049466;1.259964;0.7093707;0.9762253;0.2500227;-0.4561326;-0.2173355;1.475336;2.899019;3.353971;3.282104;3.725652;0.0512053;2.588652;3.752849;3.561023;3.490119;3.594701;0.06480337;0.6594387;1.774545;-0.4734091;-0.7452321;-1.160115;0.01166184;1.598636;2.550867;2.899144;3.040716;3.241341;0.1414835;3.193381;4.050843;3.52971;3.629319;3.607807;"Non";"Sur";"Sur" +"G1633";0.1942095;0.1768557;-0.1535707;0.4175418;-0.1447443;-0.3235336;0.8099955;2.22569;2.728854;2.382189;2.223473;2.51737;0.8258014;2.213334;2.461996;2.53571;2.306563;2.148794;0.05750676;-0.02563943;0.3676148;-0.5585618;-0.3513994;-0.8626791;1.136246;2.129978;2.448655;2.121128;1.951449;2.229595;0.8975556;2.172114;2.583997;2.325744;2.021037;2.18246;"Non";"Sur";"Sur" +"G1634";-0.0295616;0.1901758;0.2613319;-0.2462006;-0.6732951;-0.4523926;-0.1431971;-0.3687453;-1.316503;-2.075881;-2.614303;-3.298616;-0.3967269;-0.4446449;-1.17529;-1.869991;-2.277423;-2.986016;0.2551466;0.42477;0.03670247;-0.06393753;-0.8318619;-0.9196647;-0.08977409;-0.6607902;-0.9664373;-1.842927;-3.148454;-3.275609;0.08535706;-0.8055986;-1.430157;-2.205106;-3.107766;-3.26862;"Non";"Sous";"Sous" +"G1635";-0.1321701;-0.01423548;-0.4520118;-0.286118;-0.3173095;-0.5587819;0.392878;0.57657;-1.228895;-1.95444;-2.720193;-3.772952;0.1029924;-0.7281444;-0.7678483;-2.157054;-3.041915;-3.356748;-0.2903394;-0.8974351;-0.7489542;-0.648866;-0.7141686;-0.5171708;0.1186088;-0.2580934;-0.8185358;-4.077783;-4.370125;-4.3084;-0.2126379;-1.371092;-1.812275;-2.698176;-4.205724;-4.780756;"Non";"Sous";"Sous" +"G1637";-0.5926634;0.07841716;-0.7625547;-0.2648507;-0.1499462;-0.3984092;-0.2720873;2.017403;2.890458;3.145495;2.629467;2.661743;-0.1019965;1.078794;1.861612;2.901975;2.810811;2.142137;-0.9667978;-0.7549771;-0.5672759;-0.6953328;-1.09012;-0.7204023;-0.5651962;1.200464;1.82131;2.488617;2.262778;2.53763;-0.6008689;0.4334511;2.169717;3.035975;1.770816;2.619522;"Non";"Sur";"Sur" +"G1638";0.1434115;-0.7862235;-0.3418795;-0.5712125;0.3049447;0.04403285;0.3902525;-0.3893009;-2.232606;-1.285399;-1.636274;-2.401808;0.3148245;-0.1060276;-0.7646029;-1.514788;-1.117891;-2.114504;-0.1785995;0.2084221;-0.1185385;1.125129;1.352203;1.368588;-0.1631909;-0.3468299;-1.1106;-1.300255;-1.361344;-2.736461;0.05338805;-0.7048474;-0.6386451;-1.119554;-1.353115;-2.522599;"Non";"Sous";"Sous" +"G1639";-0.187831;0.34761;0.1222178;0.2701767;-0.2429524;-0.4082514;0.6836119;2.425369;3.392383;3.128367;3.019146;3.223061;0.658598;2.625529;3.349815;3.168273;3.310017;3.082503;0.3516205;-0.510749;0.6284106;-0.4736443;-0.2118355;-0.6745199;0.8639158;2.707076;3.165442;2.880118;3.000779;3.111981;0.6217426;2.649194;3.252837;2.855355;2.915408;2.92791;"Non";"Sur";"Sur" +"G1641";0.7121788;0.9562096;1.212305;0.3733077;0.6646746;0.9587813;-0.5592199;3.915688;5.80476;3.738762;4.109999;2.679501;1.149778;2.976776;3.692746;2.251057;2.654991;2.309081;-1.000198;1.335221;0.1549024;0.4709467;1.389396;1.001683;-1.739559;4.894055;4.858289;5.377144;5.84153;3.498417;-1.687752;3.430192;3.370875;3.245164;3.220966;2.214601;"Non";"Sur";"Sur" +"G1646";-0.6249897;-0.1575829;0.1680518;0.1455173;0.06607803;0.4784257;-0.5123985;-2.600341;-4.69343;-4.588056;-4.705725;-4.162658;-0.9177391;-2.796522;-3.156322;-5.160367;-4.667321;-3.704923;-0.4204063;-0.08547227;-0.01211237;0.316315;0.3816325;0.5308463;-0.9116273;-3.223416;-3.784386;-5.28444;-4.868342;-4.562954;-1.03256;-3.442715;-4.338993;-5.384049;-5.301898;-4.796087;"Non";"Sous";"Sous" +"G1652";0.06451089;0.4405756;-0.002640834;-0.003091017;-0.2669511;-0.8262914;-0.0109412;-0.2999526;-1.313057;-1.634742;-1.79159;-1.651069;0.05178787;-0.03579918;-1.080116;-1.306279;-1.272093;-2.100886;0.2287007;0.1501088;0.3260813;-0.5153972;-0.4583679;-0.7996407;0.3564479;-0.6874511;-1.202448;-2.635266;-2.94927;-2.69552;0.4282748;-0.8544332;-1.093268;-2.229071;-2.251587;-2.202832;"Non";"Sous";"Sous" +"G1655";0;2.777808;1.845991;4.103873;2.151331;1.542438;0;0.1065659;0;0.5616266;0.5288492;3.185303;0;2.080542;2.691936;4.153752;2.795173;4.766761;0;1.939572;4.712622;3.728928;2.385283;0.03195635;0;0;0;0.1265105;1.477279;3.697905;0;3.030807;4.387531;3.880078;4.764998;5.151649;"Non";"Sur";"Sur" +"G1656";-0.1010357;-0.08667158;-0.006775108;-0.07160827;-0.03840269;0.5890564;-0.05188394;-1.945354;-3.860949;-3.598521;-3.988889;-4.149414;-0.5852917;-2.017375;-2.210806;-3.985892;-3.326045;-3.056599;-0.3083472;-0.3176779;-0.4768687;0.1765215;0.4853281;0.5727266;-0.4380037;-2.132163;-2.754924;-3.443187;-2.737694;-3.980967;-0.9420404;-2.101063;-2.822653;-3.547943;-3.504596;-3.941797;"Non";"Sous";"Sous" +"G1657";-0.03470724;0.4561033;0.7461805;0.6162956;0.4044617;0.6441141;0.008764093;-0.9057276;-2.574185;-3.933499;-4.489221;-2.755917;0.06802194;-1.185666;-1.837146;-4.231974;-4.246335;-1.451774;-0.3560523;-0.2759187;0.1480904;-0.2615141;0.2924028;0.6493691;-0.6095762;-1.564547;-1.652168;-5.269852;-5.881267;-4.524325;-0.6897437;-2.093766;-2.626279;-5.409534;-6.578839;-7.246721;"Non";"Sous";"Sous" +"G1661";-0.06854916;0.5855795;0.2715641;0.9519798;0.171332;-0.004544973;0.1674561;-0.3699806;-1.636791;-2.801224;-3.437652;-2.404231;0.02963387;-0.7738943;-1.594808;-3.308123;-3.255289;-2.186186;-0.04750384;-0.6206956;0.1934664;-0.7514474;-0.08559789;-1.149475;-0.4178942;-2.175358;-1.537395;-3.654938;-3.94454;-3.117646;-0.0418985;-1.733265;-1.648239;-2.728224;-3.558496;-3.210982;"Non";"Sous";"Sous" +"G1662";-0.3177467;0.8238478;0.6322583;0.4831746;0.1402448;-0.4319325;0.5415419;3.104696;3.871853;3.115792;2.747864;2.870461;0.6377214;3.392336;3.651546;3.065722;2.885468;2.749562;-0.2339454;0.5388739;1.422374;-0.3784214;-0.383566;-0.693223;0.5380488;3.415311;3.808043;2.636106;2.760643;2.823724;0.7606376;3.576522;3.798258;2.886785;2.831817;2.608753;"Non";"Sur";"Sur" +"G1684";0.1884358;0.1135795;-0.1638563;0.5587428;-0.3475424;-0.5729277;0.5348542;2.349067;3.239815;3.045846;2.752377;3.162159;0.6339097;2.500642;3.025936;3.246982;3.041715;2.832716;-0.0440132;-0.2069375;0.3422243;-0.3353493;-0.5104806;-1.082941;1.014638;2.565974;3.111731;2.901789;2.863287;2.981597;1.033872;2.515752;3.222686;3.103787;2.73135;2.864707;"Non";"Sur";"Sur" +"G1686";-0.06027376;-0.01332586;0.6229767;-0.4037726;0.03505592;0.6564046;-0.280019;-1.33223;-4.182464;-3.404527;-3.361608;-2.625562;-0.3630271;-1.654765;-1.575637;-4.526402;-3.30417;-1.682594;0.2453888;-0.108609;-0.3985974;0.3936899;0.4631002;0.9269211;-0.4595173;-1.818264;-2.557002;-4.71261;-4.715047;-3.118667;-0.589547;-1.503147;-2.879657;-4.152437;-4.081097;-3.013682;"Non";"Sous";"Sous" +"G1695";-0.3887507;0.1670681;-0.006885227;0.7276005;1.693868;1.029688;-0.06964166;1.208839;2.29697;1.468429;2.539149;3.223829;0.2118548;0.7791593;0.5442858;0.8467014;2.282322;3.411132;0.1861465;-0.4561202;0.04654062;0.1882089;0.1452402;1.152591;-0.1170029;1.114953;1.337949;1.130243;1.473224;2.911645;0.6518039;0.212032;-0.03054049;0.5578899;2.107093;3.00276;"Sur";"Sur";"Sur" +"G1697";0.06358309;0.1453389;-0.1368735;0.4821331;0.06841629;-0.4109955;0.6944737;2.650776;3.448379;3.500169;3.381932;3.496466;0.8919622;2.750906;3.215966;3.567754;3.429151;3.015454;0.01111306;-0.2172689;0.1813806;-0.06132911;-0.5083502;-0.6509909;0.8851846;2.637339;3.155075;3.219782;3.208839;3.276109;0.8344225;2.839746;3.309274;3.337869;3.176361;3.122728;"Non";"Sur";"Sur" +"G1698";0.3432195;0.07160644;-1.334861;-0.4125087;1.274558;0.0927043;0.3265866;-0.1946757;-1.512028;-2.099611;-1.052433;-2.60129;0.3426598;-0.6639573;-0.8470971;-3.10702;-1.993217;-0.9651936;0.1419782;-0.9491394;-0.4232895;0.1719146;0.2767109;1.660335;-0.4330253;-1.231099;-0.4472818;-2.63165;-2.816519;-2.107833;-0.1010057;-1.006157;-1.910138;-2.88375;-3.650165;-2.654166;"Non";"Sous";"Sous" +"G1701";-0.1383658;0.1727804;-0.04353155;0.3357581;-0.1307865;-0.4189043;0.7070529;2.305336;3.142247;2.673042;2.408832;2.570757;0.8581128;2.414274;2.928943;2.687329;2.398169;2.145268;0.1027422;-0.07657788;0.4201468;-0.3179746;-0.7364424;-0.9656899;0.9241874;2.409463;2.868138;2.427922;2.129283;2.393189;0.9649575;2.49859;3.074027;2.418571;2.242891;2.251086;"Non";"Sur";"Sur" +"G1708";-0.02307528;-0.2321597;-0.3538275;0.04579207;0.6289014;0.2441652;-0.5461968;-1.531421;-3.781588;-2.974365;-3.094821;-4.192698;-0.5728413;-2.135002;-2.508064;-3.142823;-2.639179;-3.098536;-0.09421301;-0.5893409;-1.063735;0.1632573;0.06654448;0.8232439;-0.8579852;-2.976999;-2.775845;-3.456466;-4.174763;-4.194532;-0.5793173;-3.02834;-3.368262;-3.298264;-3.67862;-3.917282;"Non";"Sous";"Sous" +"G1712";-0.263545;0.1263685;0.1211927;0.3552526;-0.3996153;-0.181969;1.127236;3.008543;3.798425;3.340774;3.207139;3.482631;1.110572;3.206796;3.763742;3.347651;3.19387;3.208317;0.4553755;-0.08882642;0.4418722;-0.2621756;-0.7434006;-1.027925;1.479344;3.282097;3.631073;3.152442;2.98098;3.182923;1.446729;3.41826;3.805767;3.126673;2.972366;3.121288;"Non";"Sur";"Sur" +"G1713";-0.08340516;-0.2171208;-0.9427333;-1.300984;-0.9255605;-0.7200518;-0.216901;-1.179747;-3.668517;-2.898416;-2.003055;-2.140094;-0.1349481;-1.599084;-3.115352;-2.721237;-2.282332;-1.862723;0.1611802;-0.3610079;-0.5131525;-0.8775581;-1.572238;-0.8151113;-0.03745591;-2.330927;-2.794095;-3.129757;-2.247052;-2.31526;-0.5113282;-3.009526;-3.492796;-2.928586;-2.237239;-2.148509;"Non";"Sous";"Sous" +"G1714";-0.2154391;-0.7221478;-0.2100941;0.4796793;-0.2693451;-0.6217351;0.5911585;1.690507;3.045279;3.585535;2.790245;3.286135;0.6196408;2.491411;2.988256;3.468727;3.512062;3.641409;-0.2460967;-0.4253652;0.2197213;0.07660764;-0.2115697;-0.6000452;0.3866207;2.323791;3.013815;3.508331;3.570584;3.627468;0.4265437;2.332911;2.97188;3.541744;3.208944;3.264067;"Non";"Sur";"Sur" +"G1715";0.06172573;-0.6489597;-0.3330844;-0.07464533;0.4450863;0.4880623;-0.2579792;-1.646881;-3.14134;-2.542304;-1.964314;-2.34456;-0.2609003;-2.204574;-2.23117;-2.267761;-1.924592;-1.958963;-0.2012557;-0.3023222;-1.051428;0.2365326;0.3078099;0.6859752;-0.7523507;-2.043448;-2.455856;-2.120093;-1.913908;-1.477671;-0.6554621;-2.207087;-2.789163;-2.052369;-2.129815;-2.012624;"Non";"Sous";"Sous" +"G1718";0.03961811;-0.08463177;0.6326048;0.6127908;0.5088477;0.7314026;0.2469195;-0.8762387;-2.552392;-2.314399;-1.824117;-2.148801;-0.3552714;-1.275248;-2.135012;-3.154356;-1.972723;-1.185572;-0.4220895;-0.5706278;-0.3568775;-0.2184342;0.1645847;0.3115337;-0.5781296;-1.293778;-2.105476;-3.401714;-3.185587;-3.213947;-0.7129135;-1.71176;-2.688565;-1.870228;-3.687264;-3.294711;"Non";"Sous";"Sous" +"G1719";-0.6169397;-0.4368226;0.7583259;0.3899581;0.3024439;0.9705805;-0.4547821;-1.674091;-3.766031;-3.775139;-3.470628;-5.251413;-0.6404328;-2.06452;-2.078585;-4.950805;-3.623172;-2.804763;0.0849245;-0.2110519;-0.3729657;0.3528502;-0.1560209;0.1378334;-0.4884298;-2.143937;-2.174265;-3.985634;-4.436128;-5.261451;-0.6834332;-1.857738;-2.955592;-3.557676;-6.099112;-5.627571;"Non";"Sous";"Sous" +"G1729";-0.01633256;-0.1709929;-0.07940918;0.3073291;-0.2907694;-0.4605065;0.5519441;2.161522;3.203736;2.900203;2.932623;3.149521;0.6645944;2.317072;2.748215;3.018596;2.846559;2.424648;0.2479855;0.005050503;0.6310705;-0.3432268;-0.5772231;-0.7974228;0.5825971;1.964518;2.636931;2.40564;2.541801;2.608292;0.8664608;2.035505;2.77628;2.692933;2.654161;2.278892;"Non";"Sur";"Sur" +"G1733";-0.3417127;-0.7198562;0.1420182;-0.9900309;-0.6325831;-0.6847302;-1.676491;-1.982893;-1.112763;-3.212325;-3.147747;-2.376201;-1.691411;-3.060845;-0.6744732;-3.122714;-3.896415;-2.442787;0.3752976;-0.1825004;-0.03010213;0.5558194;-0.5364148;-0.4272702;-1.219205;-2.326135;-0.69744;-1.592742;-1.701182;-2.899887;-2.635876;-1.73153;-0.8999681;-1.033021;-2.087664;-2.208993;"Non";"Sous";"Sous" +"G1735";-1.390312;-3.493252;-0.04551004;-0.7526686;-1.444143;1.285246;-1.24582;-2.029569;-0.07185379;-0.1033482;0.6527464;2.923798;-1.180341;-2.413504;-0.4846549;0.1142548;0.1299602;3.171805;0.2913035;0.6449674;-0.1172628;1.936864;0.1675146;1.536132;-0.8807487;-0.3462307;-0.1381704;2.289532;2.173229;4.276815;0.241654;-0.1906329;-0.3598103;1.457539;1.906886;3.837693;"Sur";"Sur";"Sur" +"G1738";-0.1552017;-1.772391;-0.07622881;-0.8413691;-0.615923;1.171709;-0.3217748;-1.834781;-0.4691988;-0.4195866;0.6178568;1.759579;-0.1780621;-2.132892;-0.4498004;-0.007771188;0.1332437;2.03044;-0.007835394;0.2639577;0.04491941;1.280041;-0.07873189;0.916074;-1.18995;-0.9383986;-0.2068829;1.821518;1.93851;2.999643;-0.2369931;-0.1823298;-0.161942;1.20344;1.809683;2.62799;"Sur";"Sur";"Sur" +"G1745";0.1810541;0.1900511;-0.007224741;0.1153552;0.4770333;0.2521371;0.1129078;-0.01628387;-1.088908;-1.562031;-1.680393;-2.240373;0.04491823;-0.3957376;-0.9447827;-1.787278;-1.695851;-1.898174;0.087465;-0.2321103;0.1606882;0.04610349;0.7916295;0.8524257;-0.5541121;-1.000334;-0.6874556;-2.010681;-2.135639;-2.533095;-0.5768834;-0.6130215;-1.10795;-1.629159;-2.547414;-3.039069;"Non";"Sous";"Sous" +"G1754";-0.02118928;0.373584;0.09765193;0.1326865;-0.5020057;-0.2992721;0.1296964;0.3190272;-0.1676698;-0.3022462;0.4955399;2.475634;0.2672395;0.4331193;0.1003861;-0.3625631;0.4860879;2.325488;-0.2243828;-0.2652067;0.5929148;-0.4267956;-0.5741857;-0.8455007;-0.2056078;0.3265687;0.3816509;-0.4537792;0.8532001;2.558203;-0.5705692;0.1430709;0.1001654;0.103787;1.608195;2.347217;"Non";"Sur";"Sur" +"G1755";0.009947549;0.2867698;-0.1947549;0.3435114;-0.4127681;-0.3517554;-0.01123658;0.4701847;1.712157;2.072456;1.969576;2.062101;-0.09496271;0.6618373;1.601194;2.243682;2.065862;2.047543;-0.1846834;-0.2824037;0.5113827;-0.6673954;-0.6707712;-0.7776601;0.1279768;0.9444878;1.303066;1.85666;2.107834;1.890645;-0.1066303;0.9421595;1.682949;2.284519;2.365888;2.088674;"Non";"Sur";"Sur" +"G1756";0.2953461;-0.3307652;-0.4469081;0.6337054;-0.111219;-0.05659508;0.1486863;1.347345;2.581755;2.94597;2.410872;2.676823;0.273847;1.791698;2.829372;2.937434;2.902237;2.856892;-0.1317677;-0.10117;0.1469209;-0.6369776;-0.3130694;-1.182009;0.1033862;1.829649;2.613316;2.885255;2.904271;2.738905;0.09812679;2.12748;2.661367;2.997031;2.932473;2.668797;"Non";"Sur";"Sur" +"G1757";-0.07576891;-0.4023644;-0.5013767;-0.4228592;-0.6274344;-0.2625193;-0.5056284;-2.391503;-3.478334;-2.709719;-2.214459;-3.05779;-1.132903;-2.774172;-3.149472;-2.709719;-2.441207;-2.587932;-0.4806626;-0.2725191;-0.07845503;-0.5235488;-0.5584852;-1.280425;-1.462271;-3.210748;-3.087985;-2.583208;-2.325945;-3.05779;-1.997033;-3.332571;-3.478334;-2.613971;-2.128238;-2.946899;"Non";"Sous";"Sous" +"G1759";-0.4906364;0.1390321;-1.610072;-0.8281133;-0.6851361;-1.042238;0.09503429;1.134515;1.332929;-0.310724;-1.664867;-2.072182;-0.1845137;0.2471119;-0.4144934;-2.262543;-2.532586;-1.957425;-0.7899096;-1.151642;-0.9431304;-1.443247;-0.812216;-0.3628571;0.02719221;1.42162;1.171789;-0.5726607;-2.03005;-2.085353;-0.7266252;-0.3088183;-0.4024721;-1.774959;-2.91202;-2.705611;"Non";"Sous";"Sous" +"G1760";0.1417384;0.313715;-0.3490903;-0.008863378;-0.5894904;-0.5856815;0.1927095;-0.07452108;-0.01386167;0.0555331;1.149948;2.454381;0.3269761;0.22152;-0.4073835;0.09411377;1.037976;1.953054;-0.3461646;0.02527146;0.001149854;-0.3638893;-0.5721325;-0.9721684;0.2165051;0.1118708;0.09393474;0.03063901;1.104648;2.112671;-0.480531;-0.3583437;-0.2105655;0.3339266;1.676959;1.818993;"Non";"Sur";"Sur" +"G1762";-0.186391;-0.1833486;0.01318034;-0.3970437;0.7087811;0.7872029;-0.4951108;-0.7364254;-1.429963;-1.813947;-2.039562;-2.581092;-0.4078851;-1.217381;-0.3152473;-2.88689;-2.16902;-1.291976;-0.0180857;-0.07663213;-0.6015641;0.3219043;1.004222;1.425578;-0.4406277;-0.5684249;-1.003313;-2.313393;-2.614048;-2.17665;-0.5695454;-0.4229155;-1.430616;-1.877143;-2.80588;-2.44452;"Sur";"Sous";"Sous" +"G1763";-0.1973427;-0.235623;-0.198573;-0.3152648;0.8289318;0.7561235;-0.3208617;-0.7339875;-1.630768;-1.770353;-1.804797;-2.724288;-0.2312865;-1.457347;-0.2970215;-2.430659;-1.853334;-1.368484;-0.05287496;-0.03286503;-0.6973268;0.3682966;1.17242;1.540699;-0.4316616;-0.9036861;-1.010992;-2.359165;-2.56587;-2.045408;-0.5582055;-0.6851781;-1.614104;-2.095349;-2.575846;-2.707503;"Sur";"Sous";"Sous" +"G1766";0.3345794;0.7478913;-0.5092928;0.1632559;0.4833952;0.03266624;0.9349854;0.2165877;-1.776317;-1.899914;-1.994825;-2.232888;0.8213414;-0.1108924;-0.8433277;-1.895426;-2.589783;-1.002632;-0.1311405;0.1127816;-0.08539171;0.2174653;0.3715802;1.266182;0.2060758;-0.4419836;-0.8902734;-3.061753;-3.409487;-1.765411;0.3103627;-0.654594;-1.19449;-2.250439;-3.196136;-2.922255;"Non";"Sous";"Sous" +"G1773";-0.03575615;0.2582629;-0.2070694;0.5465651;-0.249922;-0.2837447;0.3648836;1.963229;3.073178;2.816001;2.36316;2.439718;0.4322039;2.153853;2.80174;2.802564;2.431857;2.28061;-0.1694555;-0.1355584;0.4844577;-0.3442356;-0.384665;-0.9625034;0.3728625;2.131612;2.810332;2.531551;2.324963;2.349099;0.508808;2.223924;2.983871;2.600227;2.270589;2.298797;"Non";"Sur";"Sur" +"G1774";-0.1357958;1.162772;-1.759826;-2.523672;-1.422703;-1.844302;0.6719392;-0.4572325;-3.863992;-3.454771;-3.857799;-2.185966;0.5191276;-0.8897855;-0.8590281;-3.032667;-5.398645;-2.138885;-0.1750871;0.575745;-0.1500499;-0.5806797;0.3315564;0.2437124;0.05246659;-2.261081;-1.920406;-4.784433;-5.082944;-3.278883;-1.097566;-2.158888;-3.675062;-5.232924;-5.653836;-4.397646;"Non";"Sous";"Sous" +"G1784";0.07059823;-0.04164166;0.2035319;0.6809027;-0.0810301;-0.4208144;0.2230539;1.493652;2.982901;2.577293;2.418499;2.799821;0.4352785;1.909849;2.900596;2.769909;2.710535;2.638529;-0.2817138;-0.2916686;0.5731987;-0.5969138;-0.2598101;-0.9270694;0.602468;2.055742;1.899687;2.572301;2.651106;2.643449;0.5886959;1.965988;2.951827;2.783918;2.356819;2.539365;"Non";"Sur";"Sur" +"G1791";0.01603128;-0.2634104;0.004833657;0.2235828;0.1296877;0.08724276;-0.0004550127;-1.06315;-2.009462;-2.336483;-2.283635;-2.621936;0.02021497;-1.094202;-1.229533;-2.240936;-2.241405;-1.744991;-0.5093245;0.2461667;-0.2319395;0.8255669;0.5728871;0.9990619;-0.849034;-1.11601;-1.478042;-1.441348;-1.075161;-1.819418;-1.085199;-0.9921367;-1.655447;-1.476599;-1.444536;-2.20529;"Non";"Sous";"Sous" +"G1794";0.0508547;-0.1133671;0.09140447;0.2764633;-0.2092746;-0.5283745;0.4262609;0.8887735;1.729944;2.034814;1.726659;1.981944;0.4090637;1.160195;1.706706;2.084061;2.217862;2.035007;0.09592231;-0.3282965;0.3114973;-0.2655466;-0.3677819;-0.818932;0.2472148;1.173815;1.591314;1.787748;2.157159;2.11639;0.28405;1.252601;1.601845;2.032471;2.011515;2.036625;"Non";"Sur";"Sur" +"G1795";0.04086113;0.02124227;-0.1943957;0.4501451;-0.1516019;-0.4913069;0.2368813;0.8673462;1.802961;2.072763;1.779055;2.216235;0.3132775;1.104308;1.501242;2.144323;2.113894;1.992534;-0.07203196;-0.14023;0.3915486;-0.248661;-0.3029608;-0.5262542;0.09440926;0.976914;1.4652;1.69893;2.032851;2.168051;0.2088678;1.022901;1.518872;2.022365;1.998658;1.937001;"Non";"Sur";"Sur" +"G1796";-0.08329617;0.02486168;-0.04788014;-0.2779674;-0.3102092;-0.6370009;-0.5675505;-1.226429;-2.369144;-1.540356;-1.730863;-2.461311;-0.4863737;-2.464648;-2.141796;-1.79177;-1.730863;-2.496153;-0.1974337;-0.332218;0.2325744;-0.1928722;-0.4128839;-0.3639035;-1.06872;-2.536541;-1.978796;-1.79177;-1.730863;-2.795964;-1.081747;-2.700089;-2.369144;-1.79177;-1.565909;-2.795964;"Non";"Sous";"Sous" +"G1802";-0.9565912;2.537205;2.318373;0.3835962;0.5648421;-1.429468;-0.6860585;1.268819;0.3638248;-0.1806891;-0.1324377;-3.252432;-0.9183705;2.866623;1.958989;1.092275;0.6040761;-2.70026;-0.6062872;2.806638;3.306991;0.2147095;-2.245596;-1.516974;-1.527958;-0.9217562;0.7516456;-3.013414;-4.263038;-3.655598;0.5954686;3.012855;2.928425;0.2529064;-1.978362;-3.07693;"Sous";"Sous";"Sous" +"G1806";-1.269534;-0.2789231;0.7244297;1.282275;1.895634;0.6195071;-1.686135;-0.195966;0.6922961;2.90637;4.441621;5.57049;-1.51391;0.3868818;1.635122;2.988478;4.410637;5.616621;0.1956074;0.4568864;0.9961355;0.3568447;0.4646632;0.7273733;-0.04420238;0.9289816;0.3245842;2.7455;3.679511;5.363391;0.5046631;0.6775566;1.554588;2.981113;4.623902;5.51864;"Non";"Sur";"Sur" +"G1808";-0.02085314;0.1066096;-0.3101734;0.1516815;-0.3972038;-0.3392514;0.04674019;0.4031158;1.425465;1.923777;2.094468;2.622936;0.1382507;0.6267499;1.400858;2.039723;2.328528;2.28895;-0.3586134;-0.09790273;0.1536241;-0.2865063;-0.816495;-0.7886589;-0.08323562;0.6557859;1.135701;1.380681;1.762233;2.310333;-0.1822585;0.6285039;1.322217;1.915704;2.357247;2.121936;"Non";"Sur";"Sur" +"G1809";-0.1450852;0.004397317;0.07650861;0.3435493;-0.195597;-0.3244968;0.226309;0.818364;1.523109;2.037073;1.80744;2.289991;0.2614321;1.068033;1.658287;1.925553;2.246342;2.441848;-0.09996102;-0.1748633;0.1873469;-0.3008053;-0.5859774;-1.058675;0.15438;1.404137;1.412076;2.112765;2.418492;2.486178;-0.02038061;1.422418;1.548244;2.034665;2.141817;2.480422;"Non";"Sur";"Sur" +"G1815";0.00651064;0.2138518;-0.03559889;0.354563;-0.1246934;-0.3510852;0.4108343;1.5749;2.338014;2.62331;2.557049;2.958797;0.5004258;1.718068;2.15941;2.678386;2.758727;2.692608;-0.09453554;-0.1015971;0.4719114;-0.3594995;-0.4779648;-0.7833767;0.3308066;1.760748;2.081802;2.490007;2.775797;2.894476;0.3467217;1.795467;2.412462;2.663401;2.736295;2.81265;"Non";"Sur";"Sur" +"G1816";0.3159123;0.06298892;-0.2383853;0.1629899;-0.3639562;-0.7477247;0.3963067;0.03174474;2.177717;2.162431;1.991745;2.053165;-0.2189569;0.8257573;2.042969;2.514251;1.982199;1.816106;-0.4603147;-0.2727742;0.5591325;0.1658325;-0.2670045;-0.6435767;-0.3692796;0.1586371;1.621504;1.530759;1.711971;2.158249;-0.03795847;0.96741;2.175371;2.416942;2.407408;1.997461;"Non";"Sur";"Sur" +"G1821";-0.09974803;0.4421223;-0.009076377;0.8250295;-0.01074923;-0.5354814;0.435901;1.625204;1.737291;1.282951;1.840223;2.265726;0.4348475;1.663658;1.67604;1.912783;2.147552;1.97065;0.03630009;-0.3592647;0.8247954;-0.6350189;-0.8993117;-1.14332;0.9576616;1.453397;1.680362;1.064989;2.08522;2.10986;0.5421088;1.154928;1.864514;1.606647;2.281449;2.113867;"Non";"Sur";"Sur" +"G1823";0.2038905;0.5214627;-0.02916294;0.2929441;-0.1881745;-0.4964846;0.7020173;1.829795;2.144266;2.339772;2.472571;2.302709;0.7277504;1.908953;2.166089;2.343709;2.430809;2.053085;0.2953666;0.2517366;0.7276324;-0.2253497;-0.3134789;-0.6157463;0.8402944;1.668427;2.148733;2.307117;2.489328;2.097931;1.185224;1.899607;2.420845;2.299632;2.469823;2.311359;"Non";"Sur";"Sur" +"G1828";-0.2872957;-0.2094012;0.1182855;-0.06223418;-0.2933001;-0.9255964;-0.8272148;-1.982758;-2.879254;-2.96161;-2.386614;-2.209022;-1.424844;-2.517548;-2.510086;-3.45224;-2.693143;-1.905058;-0.4164492;-0.2334432;-0.2786276;-0.1820367;0.0008693382;-0.6892622;-0.8435593;-2.789662;-2.52686;-3.04463;-2.318363;-3.058559;-1.274973;-2.352529;-3.454129;-3.384135;-2.440692;-2.497474;"Non";"Sous";"Sous" +"G1837";0.01459291;0.1606081;-0.08702507;0.4328202;-0.279193;-0.538549;0.6385345;2.343037;3.11583;3.125293;2.943347;3.075997;0.8920188;2.650254;2.917075;3.09435;3.176773;2.761499;0.1428388;-0.03601216;0.3629315;-0.569592;-0.7074352;-1.248833;0.8338906;2.618947;3.026587;2.729439;2.90871;2.844959;0.8326479;2.66622;3.212747;2.884536;2.95877;2.714868;"Non";"Sur";"Sur" +"G1838";0.05589531;0.08890132;0.03618228;0.4779067;-0.2476606;-0.6914968;0.9353672;2.51855;3.133284;2.735602;2.573628;2.865266;1.101012;2.664929;2.894042;2.7467;2.601072;2.438408;0.3254241;-0.2885076;0.5226797;-0.5310402;-0.5857769;-1.506882;0.9249659;2.463747;2.992559;2.441894;2.457987;2.756694;1.307268;2.405739;2.940342;2.647903;2.505275;2.615515;"Sous";"Sur";"Sur" +"G1851";-1.185217;-0.001960775;0.3320843;-0.5883799;0.9832559;-0.3720514;-0.7152956;1.790124;4.026377;3.291976;3.775629;3.308993;-1.743233;0.7194413;2.138437;2.996811;3.564404;3.395353;-0.7095538;0.07254681;0.5744602;-1.400479;-1.21691;-0.7133155;-0.9125117;2.634011;3.245601;2.940542;3.201309;2.981581;-0.8728102;1.841323;1.971463;2.878423;3.519714;3.532378;"Non";"Sur";"Sur" +"G1857";0.08316389;2.121399;3.577365;4.356424;3.601355;2.487707;-0.04563406;-0.04238893;-0.0748103;0.1311765;-0.07777093;0.198601;0.08309783;3.230373;3.864156;5.04822;4.864721;1.808356;0.3951547;3.017663;3.896988;4.522439;3.616589;2.61006;-0.04563406;-0.04238893;-0.0748103;0;-0.07777093;0.1585739;0.3243789;4.315984;4.047002;4.11531;3.874108;1.241288;"Sur";"Non";"Sur" +"G1858";-0.3595173;0.1981687;-0.02107482;-0.2854807;-0.03211961;0.9693698;-0.09982254;-0.24241;-0.3653463;-1.2966;-2.39853;-2.33284;-0.1695393;-0.02974578;-0.9397536;-2.289978;-2.037658;-0.9387597;0.393013;-0.2991662;-0.3558839;0.7739663;-0.4018346;1.217642;-0.04331194;-0.4450289;-0.5263286;-2.575314;-2.717233;-2.17218;0.4670212;-1.003452;-1.246443;-2.092108;-2.905942;-2.544043;"Sur";"Sous";"Sous" +"G1862";0.1922747;-0.7185877;-2.266066;-2.265952;-1.169026;-1.024079;-0.1282358;-0.6302076;-2.088536;-2.700884;-2.708315;-3.08569;-0.154044;-1.973983;-3.896165;-3.902855;-4.405698;-3.497708;-0.272426;-1.395234;-2.108378;-1.831141;-1.140277;-0.270584;-0.3673451;-1.182861;-1.341729;-2.735667;-3.683889;-2.551876;-0.3248068;-3.492194;-3.689018;-4.426575;-4.733198;-3.799515;"Non";"Sous";"Sous" +"G1875";-0.07832604;0.2285496;-0.1891914;-0.0432869;0.27904;0.1976327;0.3264136;-0.4563808;-3.147519;-1.796775;-1.559713;-2.505773;0.5335122;-0.7862675;-1.4663;-2.515254;-1.867251;-1.936029;0.02206691;0.5960404;0.1568286;0.5877932;0.06227144;1.117967;0.2633111;-0.9818204;-1.220774;-1.225207;-1.493019;-2.125045;0.4931866;-0.8533108;-1.325059;-1.585279;-2.310547;-2.37172;"Non";"Sous";"Sous" +"G1876";-1.449838;-0.007868833;1.200188;0.3438908;1.720969;0.7500765;-1.93909;0.4511193;-0.09044549;-0.3519783;0.2027149;1.347793;-1.085649;1.487266;3.731788;2.605168;2.257957;2.857089;0.2040578;0.2841244;0.6593789;0.9530592;0.2564651;1.449188;-0.3650158;-0.3688931;-0.2560922;1.897809;1.638212;3.572067;-0.1816468;3.478507;3.34296;2.733078;3.290112;4.336066;"Sur";"Sur";"Sur" +"G1877";0.6536717;3.847455;4.293825;4.13007;3.577822;2.679463;-0.1751334;0.01809263;0.02378449;-0.4682286;-0.1452712;-0.1570685;1.356029;5.042051;4.824481;5.196248;4.829852;1.297505;0.5534383;4.979279;4.890078;5.532956;4.661202;3.905386;-0.0702193;0.8473615;0.2256681;0.6861875;-0.06624416;-0.2933689;2.157161;5.798611;5.094165;4.850933;3.840032;2.234119;"Sur";"Non";"Sur" +"G1878";-0.1189372;0.005086155;-1.509489;-1.632639;-0.2195505;-1.527505;-0.3062967;0.419563;-0.5362474;-0.609308;-0.1427576;-2.184818;-0.1633125;-0.3805842;-1.561275;-0.6771195;-0.5716762;-1.963326;0.3887574;-1.024458;-1.105431;-2.200628;-1.931191;-1.324755;-0.1104439;-0.7646941;-0.4787267;-1.86671;-1.817802;-1.767499;0.2427992;-1.344408;-1.426488;-1.3699;-2.269189;-2.689336;"Sous";"Sous";"Sous" +"G1886";-0.5615692;-1.816065;-1.458941;-1.649976;-0.198285;-0.5948547;-1.200465;-1.876291;-2.461774;-2.205291;-1.581315;-3.463904;-1.687639;-3.840697;-3.278826;-3.095339;-2.44043;-3.863264;-0.4102534;-1.796375;-2.329968;-1.106816;-0.8421015;-0.7222024;-1.737186;-3.119307;-2.572089;-2.137652;-2.630621;-4.016485;-1.859672;-4.062988;-4.32106;-2.832856;-2.893305;-3.585731;"Non";"Sous";"Sous" +"G1887";-0.1065611;0.0255912;-0.1409168;0.4647512;-0.2971051;-0.543811;0.4381696;1.430622;2.375139;2.602885;2.348685;2.878877;0.5688821;1.569946;2.090955;2.602809;2.64768;2.645005;0.005996955;-0.1305338;0.5337672;-0.4017284;-0.6177379;-0.9221193;0.5094892;1.678969;2.088706;2.453501;2.612633;2.782683;0.3548472;1.714747;2.195914;2.559902;2.603224;2.655969;"Non";"Sur";"Sur" +"G1891";-0.1069724;-1.467902;-0.1601272;-0.4741146;-1.6403;1.28254;-0.8936357;-3.234364;-3.800767;-3.510754;-3.134656;-2.376362;-0.7488787;-2.855855;-2.041679;-3.04072;-3.408793;-2.065111;-0.2081323;0.02707486;-0.3254326;1.245968;0.0006379202;0.76136;-1.291597;-2.844737;-2.034183;-0.9529858;-1.034006;-1.862123;-0.5874876;-1.664625;-1.627612;-1.97448;-1.730323;-2.096375;"Sur";"Sous";"Sous" +"G1896";-0.01935887;0.1198201;-0.6434464;-0.1504159;0.4381673;0.155364;0.04798775;-0.9230593;-3.436134;-2.453563;-2.922107;-3.718001;-0.177985;-1.917718;-2.142762;-4.93004;-3.266594;-1.684003;-0.4345437;-0.7118208;-0.6402431;-0.5664072;0.2687562;0.9416185;-0.5368196;-2.129499;-2.201711;-4.972324;-5.529473;-3.729902;-0.7225158;-3.284666;-4.583613;-4.3619;-6.660828;-6.773925;"Non";"Sous";"Sous" +"G1900";0.3643734;1.007483;1.969803;1.680655;1.294996;1.350284;-0.1930579;-0.9904667;-2.270663;-3.763022;-4.781131;-3.970202;0.6890539;0.4847292;-0.9045502;-3.961791;-3.76009;-1.958127;0.4151247;0.5833987;0.955586;0.663655;-0.04009533;0.1346925;-0.7692119;-2.280703;-2.548883;-5.796869;-6.168454;-5.629689;0.4299344;-0.2953862;-1.580004;-4.609287;-6.238031;-5.931981;"Non";"Sous";"Sous" +"G1908";2.690771;5.691878;5.558068;5.061382;4.388537;2.617009;-0.1869726;-0.1041402;-0.1459318;0.08313372;0.08182797;-0.1155126;3.376984;5.574052;4.456834;4.750264;4.105567;0.2339604;2.33278;5.753853;5.689387;5.218393;3.731369;2.178513;-0.06870785;-0.309939;-0.03800631;-0.1682799;-0.03599591;-0.1308599;3.907267;5.18317;4.944528;3.635876;2.555426;0.4770557;"Sur";"Non";"Non" +"G1909";0.6244516;0.7970057;0.466967;0.4372448;0.3759965;-0.3482172;0.1260766;0.1697374;-0.2438942;-1.204598;-1.169577;-2.249063;0.5282909;0.3195611;-0.5435602;-0.297512;-0.6094403;-2.325014;0.3983468;0.3376274;0.2502706;0.1827384;-0.3181161;-0.8133876;-0.2229409;-0.5304399;-0.5405137;-1.48201;-1.960637;-2.272899;0.4769528;-0.4205051;-0.6663887;-0.996933;-1.903473;-3.059593;"Non";"Sous";"Sous" +"G1936";-0.03877348;0.08845142;0.08121853;-0.3972585;-0.06910073;0.4272483;-0.250099;-1.074135;-2.722572;-2.34124;-2.089131;-2.617903;-0.3781179;-1.647607;-1.677945;-3.129901;-2.471683;-1.976111;0.3052612;0.2266952;-0.1358562;0.4227534;0.6748568;0.7219145;-0.6046488;-1.552987;-1.809498;-2.541214;-2.48853;-2.311649;-1.004952;-0.9802267;-2.660329;-2.1951;-2.560558;-2.246325;"Non";"Sous";"Sous" +"G1940";0.5472958;-0.1381584;-2.058349;-0.6624189;0.6099145;0.4130557;0.1316085;-0.3429281;-1.307003;-1.322957;-1.718204;-2.530937;0.2308839;-1.230331;-1.673356;-2.696366;-2.084273;-1.917199;-0.2945073;-0.8676827;-2.028485;-0.3287343;0.9363206;1.173166;-0.4247026;-1.268986;-1.707155;-1.821905;-2.76808;-2.790403;-0.1246356;-1.932865;-3.374554;-2.377676;-2.790589;-2.875514;"Non";"Sous";"Sous" +"G1943";1.260305;1.730748;0.9073987;1.290957;1.525273;0.1089703;-0.3467086;-0.2711841;-0.5893039;-1.247022;-1.677851;-2.188013;1.122124;1.022343;0.2040112;-0.01475007;-0.6254585;-1.940059;1.020707;1.716159;1.52206;1.09993;0.998468;0.9889928;-0.2787937;-0.9582119;-0.657966;-2.052035;-2.697231;-2.587946;1.634425;0.2604444;0.2427593;-0.9854436;-2.431129;-2.657134;"Non";"Sous";"Sous" +"G1946";0.6307948;0.7404881;-0.9591819;-1.454187;-1.239192;-1.165146;0.1239515;-0.3675456;-1.331388;-1.942254;-2.061369;-3.830838;0.618749;-0.6521283;-1.483447;-2.650195;-3.368375;-3.193305;0.06828484;-0.8902009;-0.8072935;-1.690883;-1.507433;-1.023689;-1.005113;-1.793662;-1.854595;-4.070432;-4.453614;-3.892072;-0.3889787;-2.578839;-2.417078;-3.908443;-4.517799;-4.968765;"Sous";"Sous";"Sous" +"G1947";0.7218257;0.7799335;-0.7974937;-1.24848;-1.001512;-0.8291448;-0.5023372;-0.4792283;-1.129689;-1.811261;-1.9428;-2.397917;0.510703;-0.6136426;-1.511534;-2.499162;-2.890948;-2.275084;0.7075912;-1.367622;-1.005372;-1.449621;-1.529869;-0.4426108;-1.453856;-2.201781;-1.88692;-3.475545;-3.17737;-2.698052;-0.722258;-2.650372;-2.268998;-3.360215;-3.269305;-2.85025;"Non";"Sous";"Sous" +"G1948";-0.02836154;0.5538804;0.3372056;0.2166737;0.313034;-0.616036;-0.5043019;-1.307802;-2.827456;-2.040273;-1.796395;-2.442497;-0.9498942;-2.295092;-2.345072;-2.178558;-1.824627;-1.866021;0.1906648;-0.3909253;0.3991811;-0.6026219;-0.3284137;-0.8155092;-0.4986501;-2.895818;-2.18554;-2.938732;-3.427946;-3.111631;-0.4212348;-3.004178;-3.228413;-2.255439;-3.321712;-2.354305;"Non";"Sous";"Sous" +"G1955";0.4093367;0.6726576;0.0110029;0.1639274;0.9063501;0.5836799;-0.2820492;-0.9941043;-3.636815;-3.3133;-3.125441;-3.891006;0.2867399;-1.098277;-1.756795;-3.467851;-3.443569;-2.089114;0.1543873;0.1851983;0.1289947;0.008380214;0.9282773;1.17057;-0.6096738;-2.644058;-2.075154;-4.179192;-3.747193;-3.272702;-0.04934846;-2.376358;-3.212664;-3.858357;-5.258241;-3.775654;"Non";"Sous";"Sous" +"G1959";1.390295;6.232007;5.431328;4.967883;4.693572;3.359054;-0.0324127;-0.08300393;0;-0.2779034;0;-0.106157;2.293344;6.355026;5.541388;5.58609;4.658554;0.4417543;1.446161;5.744837;6.600014;4.964787;3.617464;2.427498;-0.0324127;-0.08300393;0;-0.2779034;0;-0.106157;2.343477;5.649397;6.338253;4.221304;2.438631;0.8036847;"Sur";"Non";"Non" +"G1963";-0.001814351;0.2505701;-0.06457352;0.4412685;-0.002034592;-0.5320797;0.3414033;1.761903;2.452561;2.384737;2.2519;2.241364;0.7276696;1.965329;2.012994;2.495124;2.245324;1.676398;0.155811;0.07611457;0.3198409;-0.4517162;-0.5158366;-0.914557;0.6539599;1.845693;2.09759;1.945441;1.950329;2.086818;0.7028538;1.809468;2.21248;2.194975;2.125269;1.646947;"Non";"Sur";"Sur" +"G1977";-0.3131069;0.3037027;-0.5036938;0.02434946;1.252201;0.5956467;0.508827;4.051178;5.386318;5.731182;6.137847;6.715816;1.145826;4.161485;4.282272;4.85656;4.545848;6.49867;-0.5586738;0.4345223;-0.7397687;0.2500241;0.3958481;2.994761;1.443144;4.764412;5.125429;6.164844;6.190748;7.322867;0.990321;4.429693;4.73197;5.400576;5.694266;6.60153;"Sur";"Sur";"Sur" +"G1979";0.06902397;0.2688798;-0.2062578;0.5280519;0.0455433;-0.4562367;0.3370136;1.530788;2.336437;2.318862;2.20564;2.381082;0.4533579;1.64395;1.956845;2.482617;2.365919;1.978252;0.01987803;0.03455597;0.3725881;-0.3613481;-0.3356256;-0.611939;0.2111256;1.397261;1.959592;1.927309;2.163873;2.076069;0.524168;1.403442;2.093479;2.35233;2.245584;1.932275;"Non";"Sur";"Sur" +"G1980";0.01228341;-0.1156161;0.1428028;0.6352744;-0.5592393;-0.2192425;0.4947211;1.708985;2.962172;3.136418;2.396824;2.420787;0.3897365;2.138631;3.10721;2.705157;3.043728;2.227103;-0.0256548;-0.2998723;0.3935061;-0.1815536;-0.3492066;-0.9569056;0.8086915;2.398002;3.17162;2.838055;2.309853;2.479592;0.4746399;2.75252;3.096963;3.086781;2.420216;2.31108;"Non";"Sur";"Sur" +"G1983";-0.2990945;-0.4013685;-0.6019079;-0.1903662;0.03685364;-0.6896266;-0.5226666;-1.157968;-2.112282;-2.530334;-1.683734;-2.000685;-0.6595614;-1.683524;-2.110783;-2.230751;-1.605683;-1.714218;-0.1473803;-0.4611181;-0.2758979;-0.7322351;-0.2380321;-0.760416;-1.00151;-2.120439;-1.944178;-2.54457;-1.668763;-1.996834;-0.4057206;-2.15979;-2.455379;-2.392202;-1.956633;-2.278291;"Non";"Sous";"Sous" +"G1986";0.1942506;0.2506081;-0.1812459;-0.4421248;-0.4327275;-0.570561;-0.1848702;-0.009141522;0.1531263;-0.2798133;0.8679792;2.534333;0.05537167;0.05026998;-0.02758657;0.05993206;0.8300643;2.281232;-0.1137238;0.01349907;0.3952461;-0.4055851;-0.3944447;-0.8907072;-0.5497963;0.320589;-0.01252042;-0.6691704;1.125715;2.196338;-0.4620958;-0.1251489;-0.007761597;0.03414919;1.48872;2.053497;"Non";"Sur";"Sur" +"G1990";-0.4089278;-0.1315386;-0.2649904;0.1272986;0.319752;0.1389142;-0.05443499;-0.3393483;-1.171621;-2.095693;-1.895819;-2.590856;-0.2466684;-1.774836;-1.448872;-2.471136;-2.459268;-2.390466;-0.5761752;-0.02773967;-0.6895311;0.2949371;0.6340713;1.20149;0.1388185;-0.9727568;-0.8434948;-2.11922;-2.074716;-2.274157;0.4827412;-1.824741;-1.968492;-2.682604;-2.651662;-2.350798;"Non";"Sous";"Sous" +"G1994";-0.7016783;-2.203452;-1.359931;-1.774594;0.1552118;-0.7343975;-1.336748;-2.515118;-1.92722;-2.606035;-2.167449;-5.00619;-1.928836;-2.503041;-2.033003;-1.62857;-1.856866;-4.561333;-0.3645602;-1.362115;-0.9018843;-1.956269;-2.311948;-2.209328;-2.244646;-1.655033;-2.608785;-2.980729;-2.932541;-5.387622;-1.796663;-1.982953;-2.501694;-2.646871;-2.805629;-5.332645;"Sous";"Sous";"Sous" +"G1997";-0.2108443;-0.4160455;-0.4013874;0.1930677;0.5838101;0.1751431;-0.5450006;-1.19454;-2.964508;-2.33489;-2.069009;-2.113223;-0.3832242;-1.89181;-2.492523;-2.740188;-2.008178;-1.596534;-0.09738232;-0.3176821;-0.2507522;-0.02387858;-0.04591061;0.8286082;-0.2468808;-1.828907;-2.000752;-2.65745;-3.207166;-1.555779;0.07526832;-2.211411;-2.695082;-2.94306;-2.843057;-2.261004;"Non";"Sous";"Sous" +"G2002";0.2301577;-0.1692651;0.8181927;-0.8056646;-0.2730414;-0.5198163;0.846575;3.593764;5.44171;3.130943;3.468688;2.959743;1.408523;3.299388;3.939063;2.271986;3.085704;2.579317;-0.03022338;-0.5183196;0.3025464;-0.1126888;0.008033969;-0.9745872;0.6653442;4.547166;4.898;3.683166;3.397448;2.87433;0.7341816;3.623901;3.616974;2.772972;2.929119;2.490468;"Non";"Sur";"Sur" +"G2005";0.6255667;1.116147;0.5394123;0.01749615;0.05924996;-0.159723;0.9081174;1.602407;3.231719;2.945049;3.566605;3.931504;1.023561;2.052747;2.431981;2.626795;3.051763;3.742153;-0.07860121;1.073172;1.181059;0.2985426;-1.093178;-0.8835026;1.085732;2.004796;2.627894;3.023513;2.986587;3.729084;0.9820564;1.946229;2.303206;3.183829;3.809795;3.924043;"Non";"Sur";"Sur" +"G2006";0.1239555;0.07968929;0.006583931;0.1466413;0.0232892;-0.4320504;0.4705808;2.153616;2.933648;3.225483;2.68855;2.848278;0.8409888;2.387524;2.719645;3.290376;3.078895;2.445399;-0.2396944;-0.208714;0.2416905;-0.4474584;-0.2579683;-0.5836283;0.6732148;2.452722;2.72447;2.949078;2.942271;2.668467;0.7442869;2.390272;2.889402;3.123277;2.976542;2.555991;"Non";"Sur";"Sur" +"G2010";-0.08443307;-0.1552234;0.241957;0.1140531;0.1041477;-0.4527754;0.338406;1.294285;2.706732;2.753297;2.711665;2.872729;0.6806475;1.408546;2.450389;2.611791;3.012442;2.875296;0.4600324;-0.3278678;0.9606894;-0.5880118;-0.4612289;-0.6613541;0.1778728;1.466692;2.583024;2.835903;2.984969;3.130444;-0.1671803;1.784992;2.729951;2.782177;3.156421;2.948538;"Non";"Sur";"Sur" +"G2012";0.02912873;0.04050591;0.2523792;-0.3041171;0.3120546;0.4366474;-1.986887;-2.607829;-3.277635;-2.971956;-2.184069;-2.000322;-1.498274;-2.843867;-1.97816;-2.803855;-1.903155;-1.326259;0.06555451;0.5398045;-0.03415147;0.7938241;0.1788037;0.582396;-1.289868;-3.210527;-3.071727;-2.2641;-1.723909;-2.037497;-0.9672453;-2.915006;-3.295855;-2.218971;-1.878375;-1.863486;"Non";"Sous";"Sous" +"G2014";0.1987983;0.05185538;-0.1696725;-0.7805396;-0.5320415;1.307083;4.007362;3.906964;3.443742;2.729534;3.048987;4.884267;4.348466;3.639781;3.954038;2.620241;2.371263;4.867642;0.09948133;0.6084319;1.459403;0.9022541;0.4020212;1.479575;3.143325;4.664059;4.462683;4.524826;4.469268;5.32634;3.266615;4.676537;4.635734;3.658271;4.575371;5.371341;"Sur";"Sur";"Sur" +"G2023";-0.08431974;-0.6716101;0.5709684;1.112084;1.214492;0.9811667;2.840238;5.184174;7.006404;5.533147;5.685674;5.706837;3.181301;4.89054;5.475393;4.546596;4.755741;5.738686;-0.2029355;-0.1166428;-0.1742964;2.262826;1.398896;2.107617;2.320827;6.314593;6.174741;7.556529;7.32701;7.229746;3.451013;5.762323;4.799213;6.318345;6.088278;6.412787;"Sur";"Sur";"Sur" +"G2024";-0.1888109;0.4030525;-0.442266;0.2562246;0.5371879;1.689108;0.842653;2.160239;3.855714;2.542548;1.961324;1.721664;1.023099;0.4108624;1.712319;0.3142204;-0.0173868;2.127988;-0.4744601;-0.2522075;-0.6959114;1.359099;1.733615;1.991389;0.4015231;3.267084;3.281191;2.758219;1.772849;2.362215;0.1909795;1.249872;0.871453;1.171481;0.794984;1.777089;"Sur";"Sur";"Sur" +"G2028";0.08593941;-0.1164257;-0.2618807;-0.008312707;-0.4641584;-0.5918135;0.007524061;-0.1513397;-0.5100595;-0.5331584;0.610086;2.292951;-0.2537552;-0.1587005;-0.07639742;-0.4983536;0.5375088;1.866688;-0.1559002;-0.1975386;0.1494026;-0.8498966;-0.4533812;-0.7630764;-0.3018826;-0.4292198;-0.365212;-0.2653703;0.7894878;2.058976;-0.5709314;-0.4700865;-0.09934733;0.09066451;1.514183;1.793164;"Non";"Sur";"Sur" +"G2031";0.2753147;0.4228744;-0.1174535;0.1207972;-0.8647733;-0.6677882;0.06842434;0.1393727;0.4277483;-0.3335853;1.307723;3.102534;0.3732844;0.3141843;0.3101579;0.3117993;1.388875;2.606025;-0.1472172;-0.2345482;0.7842257;-0.4050555;-0.3195552;-1.018714;0.1899931;0.1538007;0.728124;0.2621135;1.784644;2.854391;-0.6283962;-0.01467929;0.4822059;0.7071262;2.252615;2.493103;"Non";"Sur";"Sur" +"G2039";-0.05579144;0.8745957;-0.9162925;-2.096356;-2.539147;-2.029841;-0.803948;-0.7988238;-2.056995;-2.94874;-3.419508;-1.848866;-0.5409745;-0.08457679;-1.347876;-2.17343;-3.097029;-2.436353;-1.326487;0.5936202;0.515328;-0.2125593;-0.3821741;-0.6383026;-0.1842563;0.8759225;-0.03998411;-1.566946;-1.546708;-3.107576;-2.298479;0.7361579;-0.5624198;-1.922759;-1.921482;-3.453518;"Sous";"Sous";"Sous" +"G2043";-0.1969833;0.2496222;-0.3100169;0.5086007;-0.0835236;-0.2698327;0.4262967;1.668735;2.391328;2.298361;2.166241;2.579497;0.5283819;1.898665;2.077531;2.348913;2.260389;2.150103;-0.232371;-0.001398001;0.3253669;-0.3889218;-0.5046663;-0.7339556;0.6298831;1.768155;2.111428;1.953886;1.960519;2.309806;0.6683597;1.846066;2.19036;2.141532;1.99726;2.144773;"Non";"Sur";"Sur" +"G2044";-0.1679334;0.9330866;0.7365174;0.5146277;0.01530438;0.4327968;0.173329;0.1102397;-2.877751;-3.019703;-3.308799;-2.140316;0.7241128;-0.5363502;-1.246716;-3.688523;-3.796976;-0.8545425;0.1325029;0.1729751;1.111313;-0.4176044;-0.4315444;0.5785119;-0.04345901;-0.9050326;-1.763004;-5.071932;-6.121319;-3.551535;-0.04970071;-1.433389;-2.430586;-4.003485;-5.81945;-3.784667;"Non";"Sous";"Sous" +"G2045";0.08942683;0.2579011;-0.3272682;-0.006567006;-0.2892382;-0.7120298;2.201975;2.692005;1.925389;3.118272;3.201279;2.429627;2.33171;2.938535;2.741552;3.389541;3.375512;2.381676;0.2690344;0.204823;0.1356491;0.0862278;0.3567794;-0.473507;2.103223;2.894536;2.07879;3.11945;3.389097;1.980409;2.0823;3.158163;2.997858;3.40493;2.98998;2.135141;"Non";"Sur";"Sur" +"G2056";0.1221907;0.09192003;0.05271756;0.2114783;-0.3964003;-0.2790629;0.3584376;1.095891;1.921099;2.368625;1.862218;2.242846;0.5366166;1.562601;1.83427;2.228315;2.375374;2.215891;0.04453914;-0.2774846;0.2672835;-0.1941332;-0.6649805;-0.7223064;0.32627;1.604323;1.960916;2.224319;2.438015;2.377497;0.4697545;1.591989;2.08086;2.230742;2.258629;2.345383;"Non";"Sur";"Sur" +"G2060";0.09359553;0.1720194;0.1490331;0.406109;-0.2690934;-0.3251403;0.5835652;1.988512;2.653741;2.943914;2.589944;2.649543;0.7136357;2.038567;2.640409;2.910273;2.80576;2.577995;0.2116035;0.05077404;0.582021;0.006587131;-0.578401;-0.8394596;0.7737613;2.11848;2.374111;2.758096;2.594877;2.521063;0.6441707;2.252465;2.603817;2.74624;2.64868;2.61965;"Non";"Sur";"Sur" +"G2068";-0.9381437;0.8280429;-1.132995;-2.37163;-2.501643;-2.60449;-0.7870346;-0.4643747;-1.624644;-2.867356;-2.729192;-2.239955;-0.9644361;-0.3683236;-1.141677;-2.495979;-2.904151;-2.259984;-1.149648;0.6903388;0.9506176;-0.1928114;-0.6687746;-0.8876807;-0.342008;1.201924;0.2625041;-1.381821;-1.183504;-3.267007;-1.987198;0.9562693;-0.4576108;-1.248671;-1.450532;-3.082856;"Sous";"Sous";"Sous" +"G2070";-0.2610519;0.4706858;0.03093136;0.02998763;-0.1372205;-0.8591261;0.6038404;2.61171;2.92486;2.994362;2.953746;2.767694;0.5951935;2.535497;2.823629;2.92817;2.925163;2.494828;0.1847073;0.1086539;0.2842503;-0.218832;-0.5598055;-1.24834;0.7076917;2.630115;2.73438;3.035728;3.174807;2.721449;0.4598032;2.770018;2.989088;3.065726;3.172335;2.712385;"Sous";"Sur";"Sur" +"G2080";0.2928463;0.384936;-0.2801736;0.7274921;-0.4230653;-0.4635484;0.4729726;2.257305;2.901862;2.843099;2.820568;2.515297;0.8208383;2.26971;2.72811;2.942119;2.72743;2.03038;0.2429542;-0.02502631;0.16547;-0.6086526;-0.5110099;-0.7113084;0.328742;2.193927;2.666429;2.632748;2.716671;2.431624;0.9139818;2.160407;2.922541;3.158269;2.771687;2.147995;"Non";"Sur";"Sur" +"G2083";-0.07898351;0.2767364;0.07901233;0.6188266;-0.2678368;-0.4884098;0.7759735;2.745882;3.609047;3.141842;2.896183;3.20638;0.669049;2.990387;3.415961;3.224672;2.91162;2.71085;0.1012686;0.1952301;0.5589118;-0.4014005;-0.5430208;-1.041452;1.187127;2.915026;3.345167;2.909522;2.737827;2.988482;0.9785992;2.913584;3.480852;2.890435;2.682124;2.828335;"Non";"Sur";"Sur" +"G2091";0.07027537;0.151529;-0.1243338;0.2464771;0.2281658;-0.3692463;0.6200262;2.095405;3.673176;3.79682;3.678049;2.600221;0.8438522;2.163396;3.685112;4.348042;4.073588;2.326997;-0.1027735;-0.2762126;0.3304398;-0.418266;-0.2102778;-0.7330053;0.5954017;2.447237;2.77916;3.192817;3.435802;2.090416;0.5216293;2.777085;3.396053;4.103166;3.94665;2.110486;"Non";"Sur";"Sur" +"G2099";-1.697535;-1.900496;0.9695744;-0.0698575;0.1504307;1.792683;-2.386912;-2.24058;-4.066379;-3.551644;-3.730969;-3.183191;-2.806081;-3.261872;-1.976192;-4.403729;-2.635446;-2.00092;0.2957813;0.5079195;-0.1120878;1.884223;1.031192;1.441583;-0.321201;-1.641591;-1.509906;-2.108592;-3.017968;-3.926872;0.2967395;-1.363635;-2.400095;-1.872817;-3.153938;-2.820388;"Sur";"Sous";"Sous" +"G2101";0.1304804;0.2275035;-0.08781506;0.5757216;-0.2875426;-0.4955694;0.5000197;2.247977;3.085116;2.664851;2.242791;2.22058;0.5284747;2.478895;2.904604;2.558375;2.313534;1.934524;0.5898086;-0.02675051;0.2850531;-0.4106685;-0.6471918;-0.9215142;0.908979;2.600608;2.876856;2.684265;2.113282;2.034313;1.130389;2.628356;3.01899;2.377259;2.029595;1.947828;"Non";"Sur";"Sur" +"G2102";0.4677323;-3.189927;-0.2128153;-2.357891;-3.95977;-1.067839;0.491157;-0.9291582;1.320875;-1.322145;-3.34913;-2.544943;-0.5905589;-1.720263;0.6606444;-1.474849;-3.317201;-2.565776;1.591267;-0.1708173;-0.2640418;1.927955;-0.947182;-1.098452;0.1899269;1.032278;1.071266;1.072522;0.1664046;-2.023119;-1.692531;0.0003570935;0.631884;1.218922;-1.003232;-1.183249;"Sous";"Sous";"Sous" +"G2105";-0.3016804;-0.256075;0.3361662;0.4658213;-0.313863;-0.2842977;0.432255;2.368007;3.22813;2.770002;2.360431;2.578224;0.758143;2.520868;2.912623;2.745954;2.393691;2.233374;0.01834263;0.1246359;0.358866;-0.2897132;-0.5025426;-0.9546398;0.9383994;2.502653;2.942336;2.303601;2.0659;2.280884;1.005179;2.61035;3.051504;2.322994;2.033202;2.10981;"Non";"Sur";"Sur" +"G2108";0.01093914;0.04881523;-0.04151462;-0.09527631;-0.4446557;-0.3552593;0.07969321;-0.3972441;-1.736361;-2.611767;-2.853782;-2.43833;-0.01918815;-0.55482;-1.705401;-2.79755;-2.731933;-2.315858;-0.04232603;-0.1493992;-0.03163612;-0.6530904;-0.8444026;-0.6476877;0.07279912;-0.6522685;-1.414468;-3.255331;-3.159784;-2.394325;-0.1250753;-1.037473;-1.703516;-3.324636;-3.376137;-2.294922;"Non";"Sous";"Sous" +"G2118";0.05853763;0.909842;0.05500527;0.6205422;-0.1608103;-0.6816625;-0.1946129;0.4664224;1.138187;1.805764;2.327182;3.028619;0.08712684;0.7878379;0.8015188;1.711377;2.045206;2.784716;-0.1175455;-0.126132;0.6479529;-0.5841971;-0.2787638;-0.723161;-0.2863439;0.3454505;0.6311452;1.972059;2.510431;1.55153;-0.07626344;0.2822682;0.8299751;1.957257;2.827502;2.2158;"Non";"Sur";"Sur" +"G2122";-0.009012459;0.09348636;-0.02181127;0.4151684;-0.09092771;-0.4845535;0.21039;1.068104;1.897965;2.440007;2.195341;2.374851;0.2976567;1.34849;1.926542;2.394148;2.539207;2.152256;-0.03712485;-0.0512019;0.3126078;-0.3688934;-0.4408543;-0.7655566;0.122097;1.343379;1.787719;1.947913;2.251893;2.272705;0.331643;1.51706;1.893761;2.302969;2.384813;2.180234;"Non";"Sur";"Sur" +"G2125";0.1511571;0.6270461;-0.2327394;0.5754513;0.2515681;-0.8233176;0.752366;3.137246;3.586139;3.742674;3.981908;3.371429;1.209938;3.525765;3.636443;3.839359;4.014554;3.071872;0.3906496;-0.01196561;0.5070333;-0.5485226;-0.856168;-0.8989071;1.280963;2.906496;3.545611;3.388237;3.461635;3.064167;1.014801;3.127308;3.816793;3.593041;3.749703;2.99095;"Non";"Sur";"Sur" +"G2126";0.03013317;0.2520935;0.1304305;-0.1700606;-0.3333094;-0.7151952;2.616089;4.01443;2.913395;2.691099;2.354472;2.130731;2.545514;3.988484;3.004815;2.823487;2.29397;1.681644;0.1621566;0.29048;-0.1244002;-0.7420117;0.2551197;-0.3751406;2.599781;3.681434;2.60526;2.094859;2.047941;2.136827;2.827937;3.535588;2.834399;2.512535;2.028345;1.508594;"Non";"Sur";"Sur" +"G2127";-0.1792606;-0.1674208;0.07020169;-0.9024491;0.1005604;0.2621961;-0.5125039;-2.135334;-3.581757;-3.288416;-3.562725;-3.678806;-0.3019416;-2.543792;-1.774516;-3.883094;-2.951926;-2.24912;-0.08893947;0.2540497;-0.4303781;0.3225409;0.3655979;1.099689;-1.129518;-2.281418;-2.6791;-2.819632;-2.123571;-2.226203;-1.296996;-1.764053;-2.712056;-2.390893;-2.595447;-3.368834;"Non";"Sous";"Sous" +"G2128";0.1636266;0.4324152;0.5403672;0.3745008;0.2323969;0.4733374;-0.09191661;-1.075943;-3.009821;-3.614231;-3.61402;-2.943987;-0.1481677;-1.106795;-2.251878;-4.17554;-3.062308;-1.781134;-0.3055867;0.06945241;0.456466;0.002699529;0.3073395;0.6001658;-0.5414841;-1.512337;-2.212034;-4.829981;-4.557897;-3.606229;-1.061413;-1.634472;-2.425971;-3.600686;-4.18922;-3.024389;"Non";"Sous";"Sous" +"G2129";-0.8121953;-0.438652;-0.5054346;-0.8918515;-0.6042895;-0.9194403;0.2912707;-1.705052;-2.589711;-3.143859;-3.1437;-3.75357;-0.8515186;-2.65088;-2.293418;-3.506086;-3.949508;-3.264518;-0.1542235;-0.2723276;-0.5362601;-0.9307051;-0.6846305;-0.6235442;-0.07509347;-2.811885;-1.831093;-3.910072;-3.691494;-3.549056;-0.2524232;-2.611896;-2.934314;-3.766524;-4.19069;-3.60334;"Non";"Sous";"Sous" +"G2132";-0.2164842;-0.2446803;0.120738;0.2985125;-0.4621736;-0.9879477;-1.005275;1.975737;3.74987;2.070096;1.735186;1.531542;-0.3888019;2.488143;4.053013;2.815974;1.341825;2.386622;0.3793341;-0.5667689;0.1847194;0.1782494;-0.3633852;-0.7710473;0.4919376;2.179815;3.719513;1.75228;0.9994801;2.492014;-0.07338701;1.823152;3.995562;2.535561;0.7417847;1.87547;"Non";"Sur";"Sur" +"G2135";-0.1334614;-0.08440822;-0.01487875;0.4359685;-0.270772;-0.3717769;0.26387;0.9704315;1.836023;2.157764;1.962079;2.355948;0.2550846;1.129322;1.75278;2.02591;2.308918;2.33902;-0.01501025;-0.1628487;0.3221286;-0.3358228;-0.4298747;-0.9144711;0.3328529;1.296571;1.685246;2.108995;2.34618;2.332616;0.04444286;1.337647;1.764624;2.183214;2.186576;2.321083;"Non";"Sur";"Sur" +"G2139";-0.0553465;0.1949686;-0.09560298;0.4697832;-0.09697454;-0.2754881;0.3547923;1.666023;2.470527;2.342885;2.206837;2.381419;0.5954456;1.877371;2.418624;2.491394;2.327382;2.190982;0.005143567;-0.05731799;0.3501372;-0.1877976;-0.1563662;-0.7274813;0.6562464;1.875639;2.247553;2.289393;2.252772;2.189824;0.542795;2.00145;2.46149;2.363743;2.238244;2.18426;"Non";"Sur";"Sur" +"G2144";3.795299;4.875664;4.562659;4.020539;2.719858;1.617997;-0.3860152;-0.4175569;-1.48199;-1.329891;-2.050801;-2.172497;3.778183;4.526888;3.617853;3.218483;1.780737;-1.945274;3.547655;4.476257;4.917414;3.45861;1.750559;0.9030525;-0.4100779;-1.16894;-1.27288;-2.547662;-3.021205;-2.799602;3.963348;3.992626;4.104648;1.829303;-0.2894294;-2.20858;"Sur";"Sous";"Sous" diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Ozone.txt b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Ozone.txt new file mode 100644 index 0000000..0be6e3d --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Ozone.txt @@ -0,0 +1,113 @@ +"maxO3" "T9" "T12" "T15" "Ne9" "Ne12" "Ne15" "Vx9" "Vx12" "Vx15" "maxO3v" "vent" "pluie" +"20010601" 87 15.6 18.5 18.4 4 4 8 0.6946 -1.7101 -0.6946 84 "Nord" "Sec" +"20010602" 82 17 18.4 17.7 5 5 7 -4.3301 -4 -3 87 "Nord" "Sec" +"20010603" 92 15.3 17.6 19.5 2 5 4 2.9544 1.8794 0.5209 82 "Est" "Sec" +"20010604" 114 16.2 19.7 22.5 1 1 0 0.9848 0.3473 -0.1736 92 "Nord" "Sec" +"20010605" 94 17.4 20.5 20.4 8 8 7 -0.5 -2.9544 -4.3301 114 "Ouest" "Sec" +"20010606" 80 17.7 19.8 18.3 6 6 7 -5.6382 -5 -6 94 "Ouest" "Pluie" +"20010607" 79 16.8 15.6 14.9 7 8 8 -4.3301 -1.8794 -3.7588 80 "Ouest" "Sec" +"20010610" 79 14.9 17.5 18.9 5 5 4 0 -1.0419 -1.3892 99 "Nord" "Sec" +"20010611" 101 16.1 19.6 21.4 2 4 4 -0.766 -1.0261 -2.2981 79 "Nord" "Sec" +"20010612" 106 18.3 21.9 22.9 5 6 8 1.2856 -2.2981 -3.9392 101 "Ouest" "Sec" +"20010613" 101 17.3 19.3 20.2 7 7 3 -1.5 -1.5 -0.8682 106 "Nord" "Sec" +"20010614" 90 17.6 20.3 17.4 7 6 8 0.6946 -1.0419 -0.6946 101 "Sud" "Sec" +"20010615" 72 18.3 19.6 19.4 7 5 6 -0.8682 -2.7362 -6.8944 90 "Sud" "Sec" +"20010616" 70 17.1 18.2 18 7 7 7 -4.3301 -7.8785 -5.1962 72 "Ouest" "Pluie" +"20010617" 83 15.4 17.4 16.6 8 7 7 -4.3301 -2.0521 -3 70 "Nord" "Sec" +"20010618" 88 15.9 19.1 21.5 6 5 4 0.5209 -2.9544 -1.0261 83 "Ouest" "Sec" +"20010620" 145 21 24.6 26.9 0 1 1 -0.342 -1.5321 -0.684 121 "Ouest" "Sec" +"20010621" 81 16.2 22.4 23.4 8 3 1 0 0.3473 -2.5712 145 "Nord" "Sec" +"20010622" 121 19.7 24.2 26.9 2 1 0 1.5321 1.7321 2 81 "Est" "Sec" +"20010623" 146 23.6 28.6 28.4 1 1 2 1 -1.9284 -1.2155 121 "Sud" "Sec" +"20010624" 121 20.4 25.2 27.7 1 0 0 0 -0.5209 1.0261 146 "Nord" "Sec" +"20010625" 146 27 32.7 33.7 0 0 0 2.9544 6.5778 4.3301 121 "Est" "Sec" +"20010626" 108 24 23.5 25.1 4 4 0 -2.5712 -3.8567 -4.6985 146 "Sud" "Sec" +"20010627" 83 19.7 22.9 24.8 7 6 6 -2.5981 -3.9392 -4.924 108 "Ouest" "Sec" +"20010628" 57 20.1 22.4 22.8 7 6 7 -5.6382 -3.8302 -4.5963 83 "Ouest" "Pluie" +"20010629" 81 19.6 25.1 27.2 3 4 4 -1.9284 -2.5712 -4.3301 57 "Sud" "Sec" +"20010630" 67 19.5 23.4 23.7 5 5 4 -1.5321 -3.0642 -0.8682 81 "Ouest" "Sec" +"20010701" 70 18.8 22.7 24.9 5 2 1 0.684 0 1.3681 67 "Nord" "Sec" +"20010702" 106 24.1 28.4 30.1 0 0 1 2.8191 3.9392 3.4641 70 "Est" "Sec" +"20010703" 139 26.6 30.1 31.9 0 1 4 1.8794 2 1.3681 106 "Sud" "Sec" +"20010704" 79 19.5 18.8 17.8 8 8 8 0.6946 -0.866 -1.0261 139 "Ouest" "Sec" +"20010705" 93 16.8 18.2 22 8 8 6 0 0 1.2856 79 "Sud" "Pluie" +"20010706" 97 20.8 23.7 25 2 3 4 0 1.7101 -2.7362 93 "Nord" "Sec" +"20010707" 113 17.5 18.2 22.7 8 8 5 -3.7588 -3.9392 -4.6985 97 "Ouest" "Pluie" +"20010708" 72 18.1 21.2 23.9 7 6 4 -2.5981 -3.9392 -3.7588 113 "Ouest" "Pluie" +"20010709" 88 19.2 22 25.2 4 7 4 -1.9696 -3.0642 -4 72 "Ouest" "Sec" +"20010710" 77 19.4 20.7 22.5 7 8 7 -6.5778 -5.6382 -9 88 "Ouest" "Sec" +"20010711" 71 19.2 21 22.4 6 4 6 -7.8785 -6.8937 -6.8937 77 "Ouest" "Sec" +"20010712" 56 13.8 17.3 18.5 8 8 6 1.5 -3.8302 -2.0521 71 "Ouest" "Pluie" +"20010713" 45 14.3 14.5 15.2 8 8 8 0.684 4 2.9544 56 "Est" "Pluie" +"20010714" 67 15.6 18.6 20.3 5 7 5 -3.2139 -3.7588 -4 45 "Ouest" "Pluie" +"20010715" 67 16.9 19.1 19.5 5 5 6 -2.2981 -3.7588 0 67 "Ouest" "Pluie" +"20010716" 84 17.4 20.4 21.4 3 4 6 0 0.3473 -2.5981 67 "Sud" "Sec" +"20010717" 63 15.1 20.5 20.6 8 6 6 2 -5.3623 -6.1284 84 "Ouest" "Pluie" +"20010718" 69 15.1 15.6 15.9 8 8 8 -4.5963 -3.8302 -4.3301 63 "Ouest" "Pluie" +"20010719" 92 16.7 19.1 19.3 7 6 4 -2.0521 -4.4995 -2.7362 69 "Nord" "Sec" +"20010720" 88 16.9 20.3 20.7 6 6 5 -2.8191 -3.4641 -3 92 "Ouest" "Pluie" +"20010721" 66 18 21.6 23.3 8 6 5 -3 -3.5 -3.2139 88 "Sud" "Sec" +"20010722" 72 18.6 21.9 23.6 4 7 6 0.866 -1.9696 -1.0261 66 "Ouest" "Sec" +"20010723" 81 18.8 22.5 23.9 6 3 2 0.5209 -1 -2 72 "Nord" "Sec" +"20010724" 83 19 22.5 24.1 2 4 6 0 -1.0261 0.5209 81 "Nord" "Sec" +"20010725" 149 19.9 26.9 29 3 4 3 1 -0.9397 -0.6428 83 "Ouest" "Sec" +"20010726" 153 23.8 27.7 29.4 1 1 4 0.9397 1.5 0 149 "Nord" "Sec" +"20010727" 159 24 28.3 26.5 2 2 7 -0.342 1.2856 -2 153 "Nord" "Sec" +"20010728" 149 23.3 27.6 28.8 4 6 3 0.866 -1.5321 -0.1736 159 "Ouest" "Sec" +"20010729" 160 25 29.6 31.1 0 3 5 1.5321 -0.684 2.8191 149 "Sud" "Sec" +"20010730" 156 24.9 30.5 32.2 0 1 4 -0.5 -1.8794 -1.2856 160 "Ouest" "Sec" +"20010731" 84 20.5 26.3 27.8 1 0 2 -1.3681 -0.6946 0 156 "Nord" "Sec" +"20010801" 126 25.3 29.5 31.2 1 4 4 3 3.7588 5 84 "Est" "Sec" +"20010802" 116 21.3 23.8 22.1 7 7 8 0 -2.3941 -1.3892 126 "Sud" "Pluie" +"20010803" 77 20 18.2 23.6 5 7 6 -3.4641 -2.5981 -3.7588 116 "Ouest" "Pluie" +"20010804" 63 18.7 20.6 20.3 6 7 7 -5 -4.924 -5.6382 77 "Ouest" "Pluie" +"20010805" 54 18.6 18.7 17.8 8 8 8 -4.6985 -2.5 -0.8682 63 "Sud" "Pluie" +"20010806" 65 19.2 23 22.7 8 7 7 -3.8302 -4.924 -5.6382 54 "Ouest" "Sec" +"20010807" 72 19.9 21.6 20.4 7 7 8 -3 -4.5963 -5.1962 65 "Ouest" "Pluie" +"20010808" 60 18.7 21.4 21.7 7 7 7 -5.6382 -6.0622 -6.8937 72 "Ouest" "Pluie" +"20010809" 70 18.4 17.1 20.5 3 6 3 -5.9088 -3.2139 -4.4995 60 "Nord" "Pluie" +"20010810" 77 17.1 20 20.8 4 5 4 -1.9284 -1.0261 0.5209 70 "Nord" "Sec" +"20010811" 98 17.8 22.8 24.3 1 1 0 0 -1.5321 -1 77 "Ouest" "Pluie" +"20010812" 111 20.9 25.2 26.7 1 5 2 -1.0261 -3 -2.2981 98 "Ouest" "Sec" +"20010813" 75 18.8 20.5 26 8 7 1 -0.866 0 0 111 "Nord" "Sec" +"20010814" 116 23.5 29.8 31.7 1 3 5 1.8794 1.3681 0.6946 75 "Sud" "Sec" +"20010815" 109 20.8 23.7 26.6 8 5 4 -1.0261 -1.7101 -3.2139 116 "Sud" "Sec" +"20010819" 67 18.8 21.1 18.9 7 7 8 -5.3623 -5.3623 -2.5 86 "Ouest" "Pluie" +"20010820" 76 17.8 21.3 24 7 5 5 -3.0642 -2.2981 -3.9392 67 "Ouest" "Pluie" +"20010821" 113 20.6 24.8 27 1 1 2 1.3681 0.8682 -2.2981 76 "Sud" "Sec" +"20010822" 117 21.6 26.9 28.6 6 6 4 1.5321 1.9284 1.9284 113 "Sud" "Pluie" +"20010823" 131 22.7 28.4 30.1 5 3 3 0.1736 -1.9696 -1.9284 117 "Ouest" "Sec" +"20010824" 166 19.8 27.2 30.8 4 0 1 0.6428 -0.866 0.684 131 "Ouest" "Sec" +"20010825" 159 25 33.5 35.5 1 1 1 1 0.6946 -1.7101 166 "Sud" "Sec" +"20010826" 100 20.1 22.9 27.6 8 8 6 1.2856 -1.7321 -0.684 159 "Ouest" "Sec" +"20010827" 114 21 26.3 26.4 7 4 5 3.0642 2.8191 1.3681 100 "Est" "Sec" +"20010828" 112 21 24.4 26.8 1 6 3 4 4 3.7588 114 "Est" "Sec" +"20010829" 101 16.9 17.8 20.6 7 7 7 -2 -0.5209 1.8794 112 "Nord" "Pluie" +"20010830" 76 17.5 18.6 18.7 7 7 7 -3.4641 -4 -1.7321 101 "Ouest" "Sec" +"20010831" 59 16.5 20.3 20.3 5 7 6 -4.3301 -5.3623 -4.5 76 "Ouest" "Pluie" +"20010901" 78 17.7 20.2 21.5 5 5 3 0 0.5209 0 59 "Nord" "Pluie" +"20010902" 76 17.3 22.7 24.6 4 5 6 -2.9544 -2.9544 -2 78 "Ouest" "Pluie" +"20010903" 55 15.3 16.8 19.2 8 7 5 -1.8794 -1.8794 -2.3941 76 "Ouest" "Pluie" +"20010904" 71 15.9 19.2 19.5 7 5 3 -6.1284 0 -1.3892 55 "Nord" "Pluie" +"20010905" 66 16.2 18.9 19.3 2 5 6 -1.3681 -0.8682 1.7101 71 "Nord" "Pluie" +"20010906" 59 18.3 18.3 19 7 7 7 -3.9392 -1.9284 -1.7101 66 "Nord" "Pluie" +"20010907" 68 16.9 20.8 22.5 6 5 7 -1.5 -3.4641 -3.0642 59 "Ouest" "Pluie" +"20010908" 63 17.3 19.8 19.4 7 8 8 -4.5963 -6.0622 -4.3301 68 "Ouest" "Sec" +"20010912" 78 14.2 22.2 22 5 5 6 -0.866 -5 -5 62 "Ouest" "Sec" +"20010913" 74 15.8 18.7 19.1 8 7 7 -4.5963 -6.8937 -7.5175 78 "Ouest" "Pluie" +"20010914" 71 15.2 17.9 18.6 6 5 1 -1.0419 -1.3681 -1.0419 74 "Nord" "Pluie" +"20010915" 69 17.1 17.7 17.5 6 7 8 -5.1962 -2.7362 -1.0419 71 "Nord" "Pluie" +"20010916" 71 15.4 17.7 16.6 4 5 5 -3.8302 0 1.3892 69 "Nord" "Sec" +"20010917" 60 13.7 14 15.8 4 5 4 0 3.2139 0 71 "Nord" "Pluie" +"20010918" 42 12.7 14.3 14.9 8 7 7 -2.5 -3.2139 -2.5 60 "Nord" "Pluie" +"20010919" 65 14.8 16.3 15.9 7 7 7 -4.3301 -6.0622 -5.1962 42 "Ouest" "Pluie" +"20010920" 71 15.5 18 17.4 7 7 6 -3.9392 -3.0642 0 65 "Ouest" "Sec" +"20010921" 96 11.3 19.4 20.2 3 3 3 -0.1736 3.7588 3.8302 71 "Est" "Pluie" +"20010922" 98 15.2 19.7 20.3 2 2 2 4 5 4.3301 96 "Est" "Sec" +"20010923" 92 14.7 17.6 18.2 1 4 6 5.1962 5.1423 3.5 98 "Nord" "Sec" +"20010924" 76 13.3 17.7 17.7 7 7 6 -0.9397 -0.766 -0.5 92 "Ouest" "Pluie" +"20010925" 84 13.3 17.7 17.8 3 5 6 0 -1 -1.2856 76 "Sud" "Sec" +"20010927" 77 16.2 20.8 22.1 6 5 5 -0.6946 -2 -1.3681 71 "Sud" "Pluie" +"20010928" 99 16.9 23 22.6 6 4 7 1.5 0.8682 0.8682 77 "Sud" "Sec" +"20010929" 83 16.9 19.8 22.1 6 5 3 -4 -3.7588 -4 99 "Ouest" "Pluie" +"20010930" 70 15.7 18.6 20.7 7 7 7 0 -1.0419 -4 83 "Sud" "Sec" diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/PROJET b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/PROJET new file mode 160000 index 0000000..ea54504 --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/PROJET @@ -0,0 +1 @@ +Subproject commit ea54504d6f9a8afb91ed64ed2e6fe9e4769da700 diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Projet.Rmd b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Projet.Rmd new file mode 100644 index 0000000..ae2a010 --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/Projet.Rmd @@ -0,0 +1,152 @@ +--- +title: "Projet" +output: html_document +date: "2024-12-04" +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set(echo = TRUE) +library(ggplot2) +library(gridExtra) +library(reshape2) +library(corrplot) + +``` + +```{r} +T = read.table("DataProjet3MIC-2425.txt",header=TRUE,sep=";") +T$ExpT1 = as.factor(T$ExpT1) +T$ExpT2 = as.factor(T$ExpT2) +T$ExpT3 = as.factor(T$ExpT3) +head(T) +summary(T) +str(T) +levels(T$ExpT1) +``` + + + + +### Contenu du jeu de données : +- 3 variables qualitatives nominales représentant l'expression du gêne $$g$$ dont les modalités sont $$\{"sur","sous","non"\}$$. chaque variable correspond respectivement à la différence d'expression du gêne mesurée à la 6èeme heure lors du traitement $$T \in \{T1,T2,T3\}$$ + +- $$3*6 + 3*6 = 36$$ variables quantitatives continues représentant les effets des traitements sur l'expression des gênes T1 T2 et T3 à 1h,2h,3h,4h,5h,6h après l'administration pour les replicats R1 et R2, par rapport à leur expression à T=0 ( sans traitement). + +- Ce jeu de données contient des relevés sur 542 individus, ici des gênes. + + +## Analyse unidimentionnelle : +### Expression des gênes lors du traitement T1 +```{r} +g1<-ggplot(T, aes(x=T$ExpT1))+ + geom_bar()+ + ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(T, aes(x = T$ExpT1)) + + geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") + +df <- data.frame(group = levels(T$ExpT1), + value = as.vector(table(T$ExpT1))/nrow(T)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ + geom_bar(width = 1, stat = "identity")+ + coord_polar("y", start=0)+ + theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +``` + +### Expression des gênes lors du traitement T2 +```{r} +g1<-ggplot(T, aes(x=T$ExpT2))+ + geom_bar()+ + ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(T, aes(x = T$ExpT2)) + + geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") + +df <- data.frame(group = levels(T$ExpT2), + value = as.vector(table(T$ExpT2))/nrow(T)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ + geom_bar(width = 1, stat = "identity")+ + coord_polar("y", start=0)+ + theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +``` + + +### Expression des gênes lors du traitement T3 +```{r} +g1<-ggplot(T, aes(x=T$ExpT3))+ + geom_bar()+ + ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(T, aes(x = T$ExpT3)) + + geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") + +df <- data.frame(group = levels(T$ExpT3), + value = as.vector(table(T$ExpT3))/nrow(T)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ + geom_bar(width = 1, stat = "identity")+ + coord_polar("y", start=0)+ + theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +``` + +### Analyse de de ces 3 variables +On remarque que les traitements T1 et T2 semblent avoir un effet assez similaire sur l'expression des gênes relevée à la 6ème heure : Une polarisation entre la sous expression et la sur expression qui se partagent presque la totalité des relevés, avec un poids légèrement superieur à 55% pour la sur-expression au détriment de la sous-expression. + +T1 quant à lui se démarque grandement par une large majorité (Un peu plus de 80%), de gêne n'ayant pas changé d'expression après 6h de traitement. + +### Expression relative des gênes mesurées à intervalle régulier + +#### Traitement T1 +```{r} +#apply(T[-c(37:39)],2,function(col){ + # which(T == col) + #hist(col, main = paste("Histogram of", colnames(T)[which(T == col)[2]]), + # xlab = "Values", col = "lightblue", border = "black") + #}) +T_long = melt(T[-c(37:39)]) +ggplot(T_long, aes(x = value)) + + geom_histogram(binwidth = 1, fill = "blue", color = "black", alpha = 0.7) + + facet_wrap(~variable,scales = "free",ncol=6) + + labs(title = "Histograms for Each Column", x = "Values", y = "Frequency") +``` +## tracer plusieurs matrices de covariances pour limiter le nombre de variables, soit pour chaque heure soit pour chaque traitement + + +Nous observons bien une concordance avec l'analyse des expressions des gênes figure . EN effet, les histogrammes en rapport avec le traitement 1 sont très nettement regroupés vers 0, soit une expression relative des gênes qui ne change peu. Les histogrammes pour les relevés des variables en lien avec T2 et T3 sont tout aussi similaires aux résultats précédents : La variance de l'expression relative des gênes est plus élevée et on observe bien une polarisation "sous-exprimé-"sur-exprimé" sur les relevés à 6h. Attention, ici on observe aussi que T2 et T3 n'ont pas leur effet caractéristique directement : à 2h, la distribution de l'expression des genes semble presque Gaussienne, et à 1h elle ne se distingue pas beaucoup du traitement 1 avec un regroupement sur 0. + +### boxplots pour faire joli +```{r} +ggplot(melt(T[1:18]),aes(x=variable,y=value))+ + geom_boxplot() +ggplot(melt(T[19:36]),aes(x=variable,y=value))+ + geom_boxplot() +``` + +ben heuuuuuuuuuuuu jsp on en déduis pareil qu'au dessus, on va pas les prendre parce qu'ils sont illisibles + + +## Analyse bi-dimensionnelle + +### matrice de correlation des variables quantitatives + +```{r} +cr = cor(T[-c(37:39)]) +corrplot(cr,method="number", type="lower", bg = "lightgrey") +``` + + + +### Regression linéaire des variables 2 à 2 ??? + + +### boxplots pour comparer les variables qualit au quantitatives + + +### librairie biostatR +A l'aide de la fonction `eta2()` de la librairie `BioStatR`, calculez le rapport de corrélation $\eta^2$ entre chaque variable quantitative et la variable *Type*. Commentez. Faites de même avec la variable *Qualité*. (extrait tp vin) + +### table de contingence pour les variables quali 2 à 2, mosaic plot ? + + + + + \ No newline at end of file diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP2-StatDesc.Rmd b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP2-StatDesc.Rmd new file mode 100644 index 0000000..bac1126 --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP2-StatDesc.Rmd @@ -0,0 +1,477 @@ +--- +title: "TP2 - Statistique Descriptive" +date : "3MIC - 2024-2025" +output: + html_document: + toc: true + toc_float: true + toc_depth : 4 + number_sections: true +--- + +```{css,echo=F} +.badCode { +background-color: #C9DDE4; +} + +.corrO { background-color: rgb(255,238,237); } +.corrS { background-color: pink; color: black; border: 1px solid red; } +``` + +```{r setup, echo=FALSE, cache=FALSE} +library(knitr) +## Global options +options(max.print="75") +opts_chunk$set(echo=TRUE, + cache=FALSE, + prompt=FALSE, + tidy=TRUE, + comment=NA, + message=FALSE, + warning=FALSE, + class.source="badCode") +opts_knit$set(width=75) +``` + +```{r,echo=F, error=F,warning=F} +library(corrplot) +library(ggplot2) +library(gridExtra) +library(forcats) +library(reshape2) +library(BioStatR) +``` + +Ce TP a pour objectif de mener l'étude descriptive uni- et bi-dimensionnelle +du jeu de données `wine` disponible sous Moodle. Vous rédigerez les réponses +et vos observations dans le script .Rmd du TP au fur et à mesure. Vous pourrez compiler votre script à la fin du TP pour obtenir un compte-rendu du TP. + +*Remarque : pensez à enlever les "eval=F" au fur et à mesure de l'avancement dans le TP pour avoir les résultats dans votre compte-rendu final de TP.* + +# Données + +On va étudier le jeu de données **wine** disponible sur la page moodle du cours. Commencez par récupérer ce jeu de données et sauvegardez le fichier dans votre dossier de travail. + +Le jeu de données **wine ** comprend des mesures physico-chimiques réalisées sur un échantillon de $600$ vins (rouges et blancs) du Portugal. Ces mesures sont complétées par une évaluation sensorielle de la qualité par un ensemble d’experts. Chaque vin est décrit par les variables suivantes : + ++ *Qualite* : son évaluation sensorielle par les experts ("bad","medium","good"), ++ *Type* : son type (1 pour un vin rouge, 0 pour un vin blanc), ++ *AcidVol* : la teneur en acide volatile (en g/dm3 d’acide acétique), ++ *AcidCitr* : la teneur en acide citrique (en g/dm3), ++ *SO2lbr* : le dosage du dioxyde de soufre libre (en mg/dm3), ++ *SO2tot* : le dosage du dioxyde de soufre total (en mg/dm3), ++ *Densite* : la densité (en g/cm3), ++ *Alcool* : le degré d’alcool (en % Vol.). + +Dans un premier temps, commencez par charger le jeu de données à l'aide de la fonction `read.table()`. + +```{r} +wine <- read.table("wine.txt",header=TRUE) +``` + +Vous pouvez voir les premières lignes du jeu de données à l'aide de la fonction `head()` + +```{r} +head(wine) +``` + +**Question :** Contrôlez la dimension du jeu de données (c'est-à-dire le nombre d'individus et le nombre de variables) ? Vous pouvez vous aider des fonctions `dim()`, `nrow()`et `ncol()`. + +```{r} +# A COMPLETER +dim(wine) +nrow(wine) +ncol(wine) +``` + +**Question :** Contrôlez que l'objet `wine` est bien de type data.frame (commande `is.data.frame()`) ? Remarquons que l'on peut obtenir les noms des variables grâce à la commande `names(wine)` ou `colnames(wine)`. Plus largement, on peut utiliser la commande `attributes()`. + +```{r} +# A COMPLETER +is.data.frame(wine) +attributes(wine) +``` + +**Question :** Quelle est la nature de chaque variable ? Vous pouvez vous aider de la commande `str()`. + +```{r} +# A COMPLETER +str(wine) +``` + +Attention, il faut bien préciser à R les variables qui doivent être considérées comme qualitatives. On utilise donc la fonction `as.factor()` sur les variables *Qualite* et *Type*. On va aussi en profiter pour renommer les modalités de la variable *Type* en `blanc`et `rouge`. + +```{r} +wine$Qualite<-as.factor(wine$Qualite) +wine$Type<-factor(wine$Type,labels=c("blanc","rouge")) +head(wine) +``` + +On peut obtenir un résumé rapide du jeu de données à l'aide de la fonction `summary()` + +```{r} +summary(wine) +``` + + +# Présentation de `ggplot2` + +Avant de commencer l'analyse uni- et bi-dimensionnelle du jeu de données, on va ici donner quelques notions sur les graphiques avec `ggplot2` pour comprendre la suite. + +[**ggplot2**](https://ggplot2.tidyverse.org/){target="_blank"} est une extension dédiée aux graphiques. Elle est basée sur une syntaxe particulière (il faut oublier les graphiques de base de R) mais robuste et efficace pour la construction de graphiques complexes. Elle part du principe (comme tout package de tidyverse) que les données relatives au graphique sont stockées dans un tableau (data.frame ou tibble). + +Un graphique en `ggplot2` s'initialise avec la fonction `ggplot()` qui prend en argument le jeu de données étudié. Par exemple, + +```{r} +gEx <- ggplot(data=wine) +``` + +Pour l'instant, on ne voit rien mais pourtant l'objet `gEx` contient des informations: +```{r} +summary(gEx) +names(gEx) +gEx$layers +``` + +mais pour l'instant son `layers` est vide. + +On ajoute ensuite des éléments graphiques, appelés `geom`, à l'objet graphique grâce à l'opérateur `+` et on précise à l'aide de la fonction `aes()` les données à utiliser en argument du `geom`. Par exemple, si on veut tracer le nuage de points entre les variables `Densite` et `Alcool` : + +```{r} +ggplot(data=wine,aes(x=Densite,y=Alcool))+ + geom_point() +``` + +Parmi les `geom` les plus utilisés, on peut citer + + - `geom_point()` (nuage de points) + - `geom_line()`(trace des lignes) + - `geom_bar()` (représentation en bâtons) + - `geom_boxplot()` (boxplot) + - `geom_violin()` (violin plot) + - `geom_histogram()` (histogramme) + - `geom_density()` (densité) + - `geom_smooth()` + +On peut ajouter un **mappage**, c'est à dire une mise en relation entre un attribut graphique d'un `geom` et une variable du tableau de données. Par exemple, on peut mettre des couleurs à un nuage de points en fonction d'une variable qualitative, ... Il faut bien distinguer un mappage d'une modification d'un attribut graphique sans lien avec une variable. Une règle importante à retenir est donc + ++ pour définir un mappage (relation entre les valeurs d'une variable et un attribut graphique), on le déclare dans `aes()` ++ pour modifier un attribut graphique de la même manière pour tous les points, on le définit en-dehors de la fonction `aes()`. + +Par exemple, + +```{r} +ggplot(data=wine)+ + geom_point(aes(x=Densite,y=Alcool,color=Type)) +``` + +```{r} +ggplot(data=wine)+ + geom_point(aes(x=Densite,y=Alcool),color="blue") +``` + +On peut représenter plusieurs `geom` sur un même graphique simultanément, il suffit d'utiliser l'opérateur `+` pour les ajouter au fur et à mesure. +Par exemple, + +```{r} +ggplot(data=wine)+ + geom_violin(aes(x=Qualite,y=Alcool))+ + geom_point(aes(x=Qualite,y=Alcool), col = "blue", alpha = 0.2,position="jitter") +``` + +Les *scales* permettent de modifier la façon dont un attribut graphique est lié aux valeurs d'une variable. Pour les modifier, on ajoute un nouvel élément de la forme `scale__` à l'objet graphique ggplot2 avec `+`. Les fonctions *scale* les plus connues sont : + ++ `scale_size()` (avec son argument `range`) pour modifier les tailles minimales, maximales, ... ++ `scale_x()` et `scale_y()` pour modifier l'axe `x`et l'axe `y` respectivement ++ `scale_x_continuous()` (resp. `scale_x_discrete()`) pour modifier l'axe des `x` dans le cas d'une variable quantitative (resp. une variable qualitative) ++ `scale_y_continuous()` (resp. `scale_y_discrete()`) pour modifier l'axe des `y` dans le cas d'une variable quantitative (resp. une variable qualitative) ++ `scale_color()` pour modifier les couleurs de dessin ++ `scale_fill()` pour modifier les couleurs de remplissage + +Pour les couleurs, on peut spécifier un gradient de couleur sur une variable quantitative avec `scale_color_gradient()`, modifier manuellement la palette de couleur avec `scale_color_manual()`, faire appel à une palette de couleur prédéfinie (par exemple en utilisant le package [viridis]("https://cran.r-project.org/web/packages/viridis/vignettes/intro-to-viridis.html"){target="_blank"} avec `scale_color_viridis`, +en s'appuyant sur les palettes disponibles dans [ColorBrewer](https://colorbrewer2.org/#type=sequential&scheme=BuGn&n=3){target="_blank"} avec `scale_color_brewer()`), ... + + +```{r} +ggplot(data=wine)+ + geom_point(aes(x=Alcool,y=Densite,size=AcidVol,color=Type))+ + scale_size("Acide vol.", range = c(0,1.5),breaks=seq(0,1.5,0.2)) + + scale_x_continuous("Alcool",limits=c(8,16)) + + scale_y_continuous("Densité",limits=c(0.985,1.01)) +``` + + +Remarque : on peut modifier certains éléments avec une commande spécifique comme + ++ `ggtitle()` pour modifier le titre ++ `xlab()`et `ylab()` pour modifier l'intituler de l'axe des abscisses et des ordonnées respectivement + +En bref, les possibles avec `ggplot2` sont infinis car de nombreux éléments sont personnalisables. Voici quelques références pour les graphiques en `ggplot2` parmi les nombreuses ressources disponibles sur le web : + ++ Le livre *Ggplot2: Elegant Graphics for Data Analysis* de H. Wickham. [@ggplot2] ++ Le [site web de ggplot2]("https://ggplot2.tidyverse.org/"){target="_blank"} ++ [The R Graph Gallery](https://www.r-graph-gallery.com/ggplot2-package.html){target="_blank"} ++ [The Cheat Sheet de ggplot 2](https://thinkr.fr/pdf/ggplot2-french-cheatsheet.pdf){target="_blank"} + + +# Etude statistique unidimensionnelle + +## Pour une variable qualitative + +Nous nous intéressons dans cette partie aux deux variables qualitatives *Type* et *Qualite*. + +**Question :** A l'aide des commandes `table()`, `summary()` et `levels()`, donnez un résumé de la variable `Type`. Quels sont les modalités du facteur ? + +```{r} +# A COMPLETER +t <- table(wine$Type) +summary(wine$Type) +levels(wine$Type) +``` +REPONSE : Les modalités du facteur "Type" sont : "blanc" + et "rouges" +**Question :** A l'aide du code suivant, résumez graphiquement la variable `Type` +par une représentation par secteurs ou un diagramme en barres. +Interprétez les résultats. + +```{r,eval=F} +g1<-ggplot(wine, aes(x=Type))+ + geom_bar()+ + ylab("Effectifs")+ggtitle("Effectifs") +g2<-ggplot(wine, aes(x = Type)) + + geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") + +df <- data.frame(group = levels(wine$Type), + value = as.vector(table(wine$Type))/nrow(wine)) +g3<-ggplot(df, aes(x="", y=value, fill=group))+ + geom_bar(width = 1, stat = "identity")+ + coord_polar("y", start=0)+ + theme(legend.position="bottom") +grid.arrange(g3,g1,g2,ncol=3) +``` +REPONSE : Il y a beaucoup plus de vin blanc que rouge. Le vin blanc est pour presque 75 pourcents des individus de la population. + + +**Question :** La variable *Qualite* est une variable qualitative ordinale. On peut donc utiliser les effectifs cumulés et les fréquences cumulées. Pour tracer les fréquences cumulées, il faut que l'ordre des modalités soit bien compris par R. Ici, on commence par réorganiser les modalités en `bad`, `medium` et `good`. A l'aide des codes suivants, étudiez la variable *Qualite*. + +```{r,echo=T,eval=F} +wine$Qualite <- fct_relevel(wine$Qualite,"bad","medium","good") + +EffQual=as.vector(table(wine$Qualite)) +FreqQual= data.frame(Eff = EffQual, Freq = EffQual/length(wine$Qualite), FreqCumul=cumsum(EffQual)/length(wine$Qualite)) +rownames(FreqQual)=levels(wine$Qualite) + +knitr::kable(FreqQual, caption = 'Description de la variable Qualite',booktabs = TRUE,digits=3) +``` + +```{r,eval=F} +df <- data.frame(Qualite = levels(wine$Qualite), value = table(wine$Qualite), + valuecumul = 100 * cumsum(prop.table(table(wine$Qualite)))) +df$Qualite <- fct_relevel(df$Qualite, "bad", "medium", "good") + +df <- data.frame(df, freq = df$value.Freq/nrow(wine)) +g1 <- ggplot(wine) + geom_bar(aes(x = Qualite)) + ggtitle("Effectifs")+xlab("Qualite") +g2 <- ggplot(wine) + geom_bar(aes(x = Qualite, y = ..prop.., group = 1)) + ggtitle("Frequences")+xlab("Qualite") +g3 <- ggplot(df, aes(x = Qualite, y = valuecumul)) + geom_bar(stat = "identity") + + ggtitle("Fréquences cumulées") + +g4 <- ggplot(df, aes(x = "", y = freq, fill = Qualite)) + geom_bar(width = 1, stat = "identity") + + coord_polar("y", start = 0) +grid.arrange(g1, g2, g3, g4, ncol = 2) +``` + +## Pour une variable quantitative + +Pour cette section, on se focalise sur la variable *Alcool*. + +### Indicateurs statistiques + +**Question :** Que calculent les commandes `mean()`, `median()`, `var()`, `sd()`, `range()` ? Calculez l’étendue des données. + +```{r} +# A COMPLETER +mean(wine$Alcool) +median(wine$Alcool) +var(wine$Alcool) +sd(wine$Alcool) +e <- range(wine$Alcool) +e +e[2]-e[1] +``` + +**Question :** Etudiez les sorties des commandes `summary(wine$Alcool)` et `quantile(wine$Alcool)`. +Donnez également l’écart interquartile et les valeurs adjacentes. + +```{r} +# A COMPLETER²² +summary(wine$Alcool) +q1 = quantile(wine$Alcool,0.25) +q2 = quantile(wine$Alcool,0.75) +IQR(wine$Alcool) +q2-q1 + +Lp = q2+1.5*(q2-q1) +Lm = q1-1.5*(q2-q1) +print("valeurs adjacentes :") +Lp +Lm +``` + +### Représentations graphiques + +Le but de la statistique exploratoire est de synthétiser, résumer et structurer l'information contenue dans des données. On utilise pour cela des représentations de données sous forme de graphiques. + + +**Question :** On peut utiliser la représentation par histogramme. +Tapez `H<-hist(wine$Alcool)` et commentez les différents attributs de `H`. +```{r} +# A COMPLETER +H <- hist(wine$Alcool) +H +``` + + +Pour tracer un histogramme avec ggplot, on pouvez utiliser le code suivant. Commentez. + +```{r hist,eval=F} +g1<-ggplot(wine,aes(x=Alcool))+ + geom_histogram(bins=15,color="black",fill="white")+ + ggtitle("Histo. des effectifs")+ + ylab("Frequency")+xlab("Alcool") +g2<-ggplot(wine,aes(x=Alcool))+ + geom_histogram(aes(y=..density..),bins=15,color="black", fill="white")+ + ggtitle("Histo. des frequences")+ + ylab("Density")+xlab("Alcool") +grid.arrange(g1,g2,ncol=2) +``` + + +**Question :** A l'aide du code suivant, représentez un boxplot de la variable "Alcool". Que remarquez-vous ? Comparez avec les valeurs adjacentes calculées précédemment. + +```{r} +ggplot(wine,aes(y=Alcool))+geom_boxplot() +``` +REPONSE : La valeur adjacente superieure calculée est la même que celle observée sur le boxplot : 14 +Le problème vient de celle inférieure, qui est calculée à 6.8 mais affichée à 8. + + +Pour tracer les boxplots de toutes les variables quantitatives en même temps, il faut réorganiser en amont le jeu de données. + +```{r boxplot, eval=F} +wineaux<-melt(wine[,-c(1,2)]) +ggplot(wineaux,aes(x=variable,y=value))+ + geom_boxplot() +``` + +**Question :** En vous aidant de l'aide de R et des résultats de la section précédente, tapez +`B<-boxplot(wine$Alcool)` et commentez les différents attributs de `B`. + +```{r} +# A COMPLETER +B<-boxplot(wine$Alcool) +quantile(wine$Alcool) +B +``` +On retrouve bien les différents quartiles et les valeurs adjacents + +# Statistiques descriptives bidimensionnelles +## Entre 2 variables quantitatives + +**Question :** Calculez la matrice de corrélation des variables quantitatives (commande `cor()`) ou la matrice de variance-covariance (commandes `var()` +ou `cov()`). Représentez graphiquement les corrélations à l'aide de la fonction `corrplot()` de la librairie `corrplot`. Vous pourrez utiliser l'option `method="ellipse"` pour une meilleure lisibilité. + +```{r} +# A COMPLETER +cr = cor(wine[c("Alcool","AcidVol","AcidCitr","SO2lbr","SO2tot","Densite")]) +corrplot(cr,method="number", type="lower", bg = "lightgrey",) +``` + +La densité est négativement corrélée avec la densité d'alcool + +**Question :** Interprétez les résultats. + +**Question :** Représentez graphiquement la *Densite* en fonction de l'**Alcool** à l'aide de la commande `geom_point()`. Au vu de ce graphique, les variables sont-elles corrélées ? Vous pourrez ajouter la commande `+geom_smooth(method="lm")` +pour tracer la droite de régression linéaire. Est-ce cohérent avec la corrélation calculée ci-dessus ? + +```{r} +# A COMPLETER +ggplot(wine,aes(x=wine$Alcool,y=wine$Densite))+geom_point()+geom_smooth(method="lm") +``` + +## Entre une variable quantitative et une variable qualitative + +**Question :** Représentez le boxplot de la variable `Alcool` pour chaque modalité de la variable qualitative *Type*. Même question avec *Qualite*. Interprétez les résultats. + +```{r} +# A COMPLETER +ggplot(wine,aes(x=wine$Type,y=wine$Alcool))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$Alcool))+ + geom_boxplot() +``` + +**Question :** Explorez les autres combinaisons de variables quantitatives avec les variables qualitatives afin de déterminer les variables fortement liées. + +```{r} +# A COMPLETER +ggplot(wine,aes(x=wine$Type,y=wine$Densite))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$Densite))+ + geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$AcidVol))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$AcidVol))+ + geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$SO2lbr))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$SO2lbr))+ + geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$AcidCitr))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$AcidCitr))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Type,y=wine$SO2tot))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$SO2tot))+ + geom_boxplot() +``` + +**Question :** A l'aide de la fonction `eta2()` de la librairie `BioStatR`, calculez le rapport de corrélation $\eta^2$ entre chaque variable quantitative et la variable *Type*. Commentez. Faites de même avec la variable *Qualité*. + +```{r} +# A COMPLETER +eta2(wine$AcidVol,wine$Type) +eta2(wine$AcidCitr,wine$Type) +eta2(wine$SO2lbr,wine$Type) +eta2(wine$SO2tot,wine$Type) +eta2(wine$Densite,wine$Type) +eta2(wine$Alcool,wine$Type) +``` + +## Entre deux variables qualitatives + +**Question :** Analysez la table de contingence entre les deux variables qualitatives *Type* et *Qualite* avec la commande `table()`. Ajoutez les effectifs marginaux avec la commande `addmargins()`. + +```{r} +# A COMPLETER +t= table(wine$Type,wine$Qualite) +addmargins(t) +``` + + +**Question :** Calculez et représentez les profils-lignes à l'aide des fonctions `prop.table(..., margin = ...)`et `mosaicplot`. Interprétez les résultats. Faites de même avec les profils-colonnes. + +```{r} +# A COMPLETER + +mosaicplot(prop.table(t)) + +``` + diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP3-ACP.Rmd b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP3-ACP.Rmd new file mode 100644 index 0000000..17641b0 --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP3-ACP.Rmd @@ -0,0 +1,310 @@ +--- +title: "TP3 - Analayse en Composantes Principales (ACP)" +date : "3MIC - 2024-2025" +output: + html_document: + toc: true + toc_float: true + toc_depth : 4 + number_sections: true +--- + +```{css,echo=F} +.badCode { +background-color: #C9DDE4; +} + +.corrO { background-color: rgb(255,238,237); } +.corrS { background-color: pink; color: black; border: 1px solid red; } +``` + +```{r setup, echo=FALSE, cache=FALSE} +library(knitr) +## Global options +options(max.print="75") +opts_chunk$set(echo=TRUE, + cache=FALSE, + prompt=FALSE, + tidy=TRUE, + comment=NA, + message=FALSE, + warning=FALSE, + class.source="badCode") +opts_knit$set(width=75) +``` + +```{r,echo=F, error=F,warning=F} +library(corrplot) +library(ggplot2) +library(gridExtra) +library(FactoMineR) +library(factoextra) +library(reshape2) +``` + + +# Description des données + +Les données étudiées dans ce TP ont été recueillies à Rennes dans $112$ stations durant l'été 2001. Les 13 variables observées sont : + ++ maxO3 : Maximum de concentration d'ozone observé sur la journée en $\mu$gr/m3 ++ T9, T12, T15 : Température observée à 9, 12 et 15h ++ Ne9, Ne12, Ne15 : Nébulosité observée à 9, 12 et 15h ++ Vx9, Vx12, Vx15 : Composante E-O du vent à 9, 12 et 15h ++ vent : orientation du vent à 12h ++ pluie : occurrence ou non de précipitations ++ maxO3v : Maximum de concentration d'ozone observé la veille + +On charge les données, on transforme les variables qualitatives *pluie* et *vent*, et on supprime la dernière variable que l'on n'utilisera pas dans ce TP. + +```{r,eval=F} +Ozone<-read.table("Ozone.txt",header=T) +Ozone$pluie<-as.factor(Ozone$pluie) +Ozone$vent<-as.factor(Ozone$vent) +Ozone<-Ozone[,-11] +summary(Ozone) +``` + +Ainsi on a un jeu de données composé de $n=112$ individus et $p=12$ variables. + +```{r,eval=F} +dim(Ozone) +``` + + +**Question :** Pour vous familiariser avec le jeu de données, quelques statistiques descriptives ont été programmées. Commentez les résultats. + + +```{r,eval=F} +ggplot(melt(Ozone[,-c(11,12)]),aes(x=variable,y=value))+geom_boxplot() + +g1<-ggplot(Ozone,aes(x=maxO3))+geom_density() +g2<-ggplot(melt(Ozone[,c(2:4)]),aes(x=value,color=variable))+geom_density() +g3<-ggplot(melt(Ozone[,c(5:7)]),aes(x=value,color=variable))+geom_density() +g4<-ggplot(melt(Ozone[,c(8:10)]),aes(x=value,color=variable))+geom_density() +grid.arrange(g1,g2,g3,g4,ncol=2) + +ggplot(Ozone, aes(x = pluie)) + + geom_bar(aes(y = (..count..)/sum(..count..)))+ylab("")+ggtitle("Frequences") + +quan <- as.vector(table(Ozone$vent))/nrow(Ozone) +df <- data.frame(group = levels(Ozone$vent),value = quan) +ggplot(df, aes(x="", y=value, fill=group))+ + geom_bar(width = 1, stat = "identity")+ coord_polar("y", start=0)+ theme(legend.position="bottom") +``` + +**Question :** Représentez graphiquement les corrélations des +variables quantitatives (vous pourrez utiliser la fonction `corrplot()`). +Quelles sont les variables linéairement corrélées (ou non) ? + +```{r} +# A COMPLETER + +corrplot(cor(Ozone[,-c(11,12)]),method="number") +``` + + +# ACP centrée + +Dans cette section, on décide de faire une analyse en composantes principales (ACP) sur les données centrées. A l'aide de la fonction `scale()`, centrez les données. Vérifiez que les variables sont bien centrées avec `apply(...,2,mean)`. + +```{r,eval=F} +OzoneC<-scale(Ozone[,-c(11,12)],scale=FALSE) # A COMPLETER +apply(OzoneC,2,mean) +# on voit bien qu'on a des valeurs moyennes extrêment proche de 0 +``` + + + +## A la main +**Question **: A l'aide de la fonction `diag()`, créez la matrice de poids $W=\frac 1 n I_n$ et la métrique $M=I_p$. + +```{r,eval=F} +n = nrow(OzoneC) +p = ncol(OzoneC) +W<- diag(1/n,n) +M<- diag(1,p) +W +M +``` + + +**Question :** Quelle matrice cherche-t-on à diagonaliser dans ce cadre en ACP ? +Programmez cette matrice (rappelons que la multiplication matricielle est `%*%`) et diagonalisez-la à l'aide de la fonction `eigen()`. + +```{r,eval=F} +Gamma<- t(OzoneC)%*%W%*%OzoneC +A<-eigen(Gamma) +A +``` + + +**Question :** Que représentent les valeurs propres (`A$values`) dans ce cas ? Que représente la somme de ces valeurs propres ? Vérifiez numériquement. + +```{r,eval=F} +# A COMPLETER +# Ce sont les inerties des variables projetées sur les vecteurs propres +# La somme de ces valeurs propres est l'inertie totale +sum(A$values) +# on a I = somme des normes de Xi**2/n = somme des Xij**2 * 1/n = moyenne de tout * p +mean(OzoneC**2)*ncol(OzoneC)# +``` + + +**Question :** Calculez les pourcentages (cumulés ou non) d'inertie portés par chaque axe. Combien de composantes principales décidez-vous de retenir ? Vous pouvez vous aider des fonctions `sum()` et `cumsum()`. + +```{r} +# A COMPLETER +x =cumsum(A$values)/sum(A$values) +x +``` + +**Question :** Que représentent les vecteurs propres (`A$vectors`) ? Construisez la matrice $C$ des composantes principales et vérifiez que la matrice $C$ est de dimension $n\times p$. Que représentent les coordonnées de la première colonne de $C$ ? + +```{r} +# A COMPLETER +# ce sont les meta-vecteurs +C = OzoneC%*%A$vectors +dim(C) +``` + + +## Avec le package FactoMineR + +Rassurez-vous, nous avons programmé les étapes de l'ACP à des fins pédagogiques. En pratique, on utilise la librairie `FactoMineR`. Et on s'appuie sur la librairie `factoextra` pour les graphiques. + +On commence par programmer l'ACP centrée (pas réduite, `scale.unit=F`). On peut déclarer à la fonction `PCA` des variables qualitatives et quantitatives supplémentaires, ainsi que des individus supplémentaires. Ces éléments ne sont donc pas utilisés pour calculer l'ACP mais peuvent être exploités par la suite. Ici, on déclare donc les deux variables qualitatives *pluie* et *vent* supplémentaires. On trace ensuite les valeurs propres avec la fonction `fviz_eig()`. + +```{r,eval=F} +respca<-PCA(Ozone,quali.sup=c(11,12),scale.unit = F,graph=F) +respca$eig +fviz_eig(respca) +``` + + +### Etude des individus + +**Question :** Que contient la sortie `respca$ind$coord$` ? Comparez avec les résultats de la partie précédente ? Vérifiez visuellement à l'aide de la commande `fviz_pca_ind(respca)`. + +```{r,eval=F} +respca$ind$coord # ce sont les composantes principales de chaque individu +fviz_pca_ind(respca,geom=c("point")) +``` + +**Question :** Que représentent les graphiques suivants ? Commentez. + +```{r,eval=F} +fviz_pca_ind(respca,col.ind="contrib",geom=c("point")) +fviz_pca_ind(respca,geom=c("point"),select.ind = list(cos2=0.95)) +fviz_pca_ind(respca,habillage=11,geom=c("point")) +fviz_pca_ind(respca,habillage=12,geom=c("point")) +``` + +### Etude des variables + +**Question :** On représente le graphique des corrélations entre les variables initiales et les méta-variables. Commentez. + +```{r,eval=F} +plot(respca,choix="varcor") +# Il permet de donner un sens aux nouvelles dimensions, par exemple on voit que le vent et la températures sont positivement corrélées à l'axe 1 et 2 et inversement pour la nebulosité +# donc l'axe 1 pourrait être +``` + +**Question :** Afin de visualiser les corrélations des variables initiales avec toutes les méta-variables, utilisez la fonction `coorplot()`. Commentez. + +```{r,eval=F} +corrplot(respca$var$cor,method="number") +``` + +# ACP centrée réduite + +## A la main + +On fait maintenant une analyse en composantes principales sur les données centrées et réduites. + +```{r,eval=F} +s<-sqrt((n-1)*apply(OzoneC,2,var)/n) +OzoneCR<-OzoneC%*%diag(1/s) +``` + +**Question :** Comparez `OzoneCR` avec `scale(Ozone[,-c(11,12)])`. + +```{r} +# A COMPLETER +OzoneCR +tmp = scale(Ozone[,-c(11,12)]) +tmp + +# ce sont les memes matrices +``` + +**Question :** Quelle matrice cherche-t-on à diagonaliser dans ce cadre en ACP ? +Programmez cette matrice et diagonalisez-la à l'aide de la fonction `eigen()`. + +```{r,eval=F} +Gamma2<- t(OzoneCR)%*%W%*%OzoneCR # A COMPLETER +B<-eigen(Gamma2) +``` + +**Question :** Que représentent les valeurs propres dans ce cas ? Que représente la somme de ces valeurs propres ? Vérifiez numériquement. + +```{r,eval=F} +# Ce sont toujours les inerties mais divisées par la variance de chaque variable = 1 +# C'est toujours l'inertie totale mais divisée par la somme des variance ===> 1 *p = p +# et cela vaut p car +sum(B$values) +mean(OzoneCR**2)*ncol(OzoneCR) + +``` + +**Question :** Comment peut-on obtenir les résultats de cette ACP centrée réduite à partir du tableau de données centrées. Vérifiez numériquement. + +```{r,eval=F} +n = nrow(OzoneC) +v = apply(OzoneC,2,var)*(n-1)/n +M = diag(1/v) +M +Gamma3 = t(OzoneC)%*%W%*%OzoneC +D = eigen(Gamma3%*%M) +``` + + +## Avec FactoMineR + +**Question :** +On fait une ACP centrée réduite à l'aide de la fonction `PCA()` de la librairie `FactoMineR` en imposant `scale.unit=T` et on trace les valeurs propres à l'aide de `fviz_eig()` de la librairie `factoextra`. Interprétez les résultats. + +```{r,eval=F} +respca2<-PCA(Ozone,quali.sup=c(11,12),scale.unit=T,graph=F) +respca2$eig +fviz_eig(respca2) +``` + +**Question :** Représentez le graphe des individus et celui des variables à l'aide des fonctions `fviz_pca_ind()`et `fviz_pca_ind()` dans le premier plan factoriel. Quelles différences remarquez-vous avec l'ACP centrée ? + +```{r} +# A COMPLETER +fviz_pca_ind(respca2,geom=(c("point"))) +fviz_pca_var(respca2,axes=c(1,3)) +fviz_pca_var(respca2,axes=c(2,3)) +``` + +**Question :** Afin de visualiser les corrélations des variables intiales avec toutes les méta-variables, utilisez la fonction `corrplot()`. Commentez. + +```{r} +# A COMPLETER +corrplot(respca2$var$cor,method="number") +``` + +**Question :** Poursuivez l'exploitation des résultats en regardant d'autres plans factoriels, en exploitant l'information des variables qualitatives *pluie* et *vent*. + +```{r} +# A COMPLETER +fviz_pca_ind(respca2,axes = c(1,3),geom=c("point")) +fviz_pca_ind(respca2,axes = c(1,4),geom=c("point")) +fviz_pca_ind(respca2,axes = c(1,5),geom=c("point")) +fviz_pca_ind(respca2,habillage=11,geom=c("point")) +fviz_pca_ind(respca2,habillage=12,geom=c("point")) +``` + + diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/TP4-Kmeans.Rmd b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/TP4-Kmeans.Rmd new file mode 100644 index 0000000..1f7a8f6 --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/TP4-Kmeans.Rmd @@ -0,0 +1,388 @@ +--- +title: "TP4 Kmeans et variantes" +date : "3 MIC / 2024-2025" +output: + html_document: + toc: true + toc_float: true + toc_depth : 4 + number_sections : true +header-includes: + - \usepackage{comment} +params: + soln: TRUE +--- + +```{css,echo=F} +.badCode { +background-color: #cfdefc; +} + +.corrO { background-color: rgb(255,238,237); } +.corrS { background-color: pink; color: black; border: 1px solid red; } +``` + +```{r setup, echo=FALSE, cache=TRUE} +library(knitr) +## Global options +options(max.print="75") +opts_chunk$set(echo=TRUE, + cache=FALSE, + prompt=FALSE, + tidy=TRUE, + comment=NA, + message=FALSE, + warning=FALSE, + class.source="badCode") +opts_knit$set(width=75) +``` + +L'objectif de ce TP est d'illustrer les notions abordées dans le chapitre dédié aux algorithmes de clustering de type Kmeans. Les librairies R nécessaires pour ce TP : + +```{r,echo=T, error=F,warning=F,message=F} +library(forcats) +library(ggplot2) +library(corrplot) +library(reshape2) + +library(FactoMineR) +library(factoextra) + +library(mclust) +library(cluster) +library(ppclust) + +library(circlize) +library(ggalluvial) +library(gridExtra) + +``` + +# Prise en main des données de vins +## Lecture des données + +Dans ce TP, on va utiliser le jeu de données `wine` disponible sur la page moodle du cours. + +Ce jeu de données comprend des mesures physico-chimiques réalisées sur un échantillon de $n=600$ vins (rouges et blancs) du Portugal. Ces mesures sont complétées par une évaluation sensorielle de la qualité par un ensemble d’experts. Chaque vin est décrit par les variables suivantes : + +- Qualite : son évaluation sensorielle par les experts (“bad”,“medium”,“good”), +- Type : son type (1 pour un vin rouge, 0 pour un vin blanc), +- AcidVol : la teneur en acide volatile (en g/dm3 d’acide acétique), +- AcidCitr : la teneur en acide citrique (en g/dm3), +- SO2lbr : le dosage du dioxyde de soufre libre (en mg/dm3), +- SO2tot : le dosage du dioxyde de soufre total (en mg/dm3), +- Densite : la densité (en g/cm3), +- Alcool : le degré d’alcool (en % Vol.). + +**Question 1.** Récupérez sur moodle le jeu de données `wine.txt` et chargez-le sous R. + +```{r,eval=F} +wine <-read.table("wine.txt") +``` + +Vérifiez la nature des variables à l'aide de la fonction `str()`. Modifiez si nécessaire les variables qualitatives (à l'aide de `as.factor()`) et transformez les modalités "1" et "0" de la variable `Type`en "rouge" et "blanc" respectivement (à l'aide de la fonction `factor()`). + +```{r,eval=F} +wine$Qualite <- as.factor(wine$Qualite) +wine$Type <- factor(wine$Type, labels=c("blanc","rouge")) +``` + + +## Statistiques descriptives avec R + +**Question 2.** Faites quelques statistiques descriptives pour faire connaissance avec le jeu de données, avec des choix adaptés à la nature des variables. En particulier, étudiez les corrélations entre les variables quantitatives et faites une ACP à l'aide de la fonction `PCA()` de la librairie `FactoMineR`. + +```{r,eval=F} +# A completer - Stat. descriptives +summary(wine) +apply(wine[-c(1,2)],2,hist) + +df <- data.frame(Qualite = levels(wine$Qualite), value = table(wine$Qualite), + valuecumul = 100 * cumsum(prop.table(table(wine$Qualite)))) +df$Qualite <- fct_relevel(df$Qualite, "bad", "medium", "good") + +df <- data.frame(df, freq = df$value.Freq/nrow(wine)) +g1 <- ggplot(wine) + geom_bar(aes(x = Qualite)) + ggtitle("Effectifs")+xlab("Qualite") +g2 <- ggplot(wine) + geom_bar(aes(x = Qualite, y = ..prop.., group = 1)) + ggtitle("Frequences")+xlab("Qualite") +g3 <- ggplot(df, aes(x = Qualite, y = valuecumul)) + geom_bar(stat = "identity") + + ggtitle("Fréquences cumulées") + +g4 <- ggplot(df, aes(x = "", y = freq, fill = Qualite)) + geom_bar(width = 1, stat = "identity") + + coord_polar("y", start = 0) +grid.arrange(g1, g2, g3, g4, ncol = 2) + + +wineaux<-melt(wine[,-c(1,2)]) +ggplot(wineaux,aes(x=variable,y=value))+ + geom_boxplot() + + +cr = cor(wine[c("Alcool","AcidVol","AcidCitr","SO2lbr","SO2tot","Densite")]) +corrplot(cr,method="number", type="lower", bg = "lightgrey",) +ggplot(wine,aes(x=wine$Alcool,y=wine$Densite))+geom_point()+geom_smooth(method="lm") + +ggplot(wine,aes(x=wine$Type,y=wine$Alcool))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$Alcool))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Type,y=wine$Densite))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$Densite))+ + geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$AcidVol))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$AcidVol))+ + geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$SO2lbr))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$SO2lbr))+ + geom_boxplot() +ggplot(wine,aes(x=wine$Type,y=wine$AcidCitr))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$AcidCitr))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Type,y=wine$SO2tot))+ + geom_boxplot() + +ggplot(wine,aes(x=wine$Qualite,y=wine$SO2tot))+ + geom_boxplot() + +t= table(wine$Type,wine$Qualite) +addmargins(t) +mosaicplot(prop.table(t)) + + +``` + +```{r,eval=F} +# ACP A completer +resacp<-PCA(wine,quali.sup=c(1,2), scale.unit = TRUE,graph=FALSE) +fviz_eig(resacp) +fviz_pca_ind(resacp,geom=c("point")) +fviz_pca_var(resacp) +``` + + +**Question :** +Pour la suite, on va utiliser les variables quantitatives pour faire de la classification non supervisée des vins. Les variables *Qualite* et *Type* seront utilisées comme des variables extérieures pour comparer / croiser avec les classifications obtenues pour l'interprétation. + +Pensez-vous qu'il est nécessaire de transformer les variables quantitatives dans l'objectif de clustering avec un algorithme des Kmeans ? Si oui, mettez en place cette transformation. + +```{r,eval=F} +# A completer +# Comme on peut le voir grâce au box-plot général, il sera necessaire de réduire les variables pour que d'autres autre que la mesure du souffre puissent s'exprimer + +s = scale(wine[-c(1,2)]) +``` + +# Classification avec l'algorithme des Kmeans +## A K=3 fixé + +**Question :** A l'aide de la fonction `kmeans()`, faites une classification non supervisée en 3 classes des vins. Regardez les options disponibles dans la fonction `kmeans()`. + +```{r,eval=F} +help(kmeans) +reskmeans<-kmeans(s,3) +``` + +**Question : ** Combien a-t-on de vins par classe (vous pouvez vous aider de la fonction `table()`) ? Visualisez la classification obtenue dans les premiers plans de l'ACP (vous pouvez utiliser la fonction `PCA()` de la librairie `FactoMineR` et la fonction `fviz_cluster` de la librairie `factoextra`). + +```{r,eval=F} +# A COMPLETER +table(wine$Type) +fviz_cluster(reskmeans,data=wine[,-c(1,2)], + ellipse.type="norm",labelsize=8, + geom=c("point"))+ggtitle("") +fviz_pca_ind(resacp,col.ind=as.factor(reskmeans$cluster), + geom = c("point"),axes=c(1,2)) +``` + +**Question : ** La classification obtenue précédemment a-t-elle un lien avec le type de vins ? Avec la qualité du vin ? Vous pouvez vous aider de la fonction `table()`, la fonction `adjustedRandIndex()` de la librairie `mclust`, ... + +```{r,eval=F} +# A COMPLETER +table(wine$Type,wine$Qualite) +adjustedRandIndex(wine$Type,reskmeans$cluster) # fonction de similarité, on a 0,35 avec Type, ce n'est donc pas fou non plus +adjustedRandIndex(wine$Qualite,reskmeans$cluster) # on voit que la similarité avec la qualité donne 0 => cela n'a rien à voir +``` + +```{r, eval=F} +clust<-paste("Cl-K",reskmeans$cluster,sep="") +Tab<-melt(table(clust,wine[,1])) +ggplot(Tab,aes(y=value,axis1=clust,axis2=Var2))+ + geom_alluvium(aes(fill=clust))+ + geom_stratum(width = 1/12)+ + geom_text(stat = "stratum", aes(label = after_stat(stratum)))+ + theme(legend.position = "none") +chordDiagram(table(clust,wine[,2])) +``` + +## Choix du nombre de classes + +**Question :** +On s'intéresse dans cette section au choix du nombre de classes $K$ en étudiant l'évolution de l'inertie intraclasse. En faisant varier $K$ entre 2 et 15, calculez l'inertie intraclasse associée à chaque classification obtenue. Tracez l'évolution de l'inertie intraclasse en fonction du nombre de classes. Qu'en concluez-vous ? + +```{r,eval=F} +# A completer +Kmax<-15 +reskmeanscl<-matrix(0,nrow=nrow(wine),ncol=Kmax-1) +Iintra<-NULL +for (k in 2:Kmax){ + resaux<-kmeans(s,k) + reskmeanscl[,k-1]<-resaux$cluster + Iintra<-c(Iintra,resaux$tot.withinss) +} + +df<-data.frame(K=2:15,Iintra=Iintra) +ggplot(df,aes(x=K,y=Iintra))+ + geom_line()+ + geom_point()+ + xlab("Nombre de classes")+ + ylab("Inertie intraclasse") +``` + +**Question :** Reprendre la question du choix du nombre de classes en utilisant le critère silhouette (vous pouvez vous aider de la fonction `silhouette()`). Pour la classification sélectionnée, représentez les poids $s(i)$ de chaque individu à l'aide de la fonction `fviz_silhouette()`. + +```{r, eval=F} +# A COMPLETER +Silhou<-NULL +for (k in 2:Kmax){ + aux<-silhouette(reskmeanscl[,k-1], daisy(s)) + Silhou<-c(Silhou,mean(aux[,3])) +} + +df<-data.frame(K=2:Kmax,Silhouette=Silhou) +ggplot(df,aes(x=K,y=Silhouette))+ + geom_point()+ + geom_line()+theme(legend.position = "bottom") + +aux<-silhouette(reskmeanscl[,3-1], daisy(s)) +fviz_silhouette(aux)+ + theme(plot.title = element_text(size =9)) +rm(df,Silhou,aux) +``` + +# Classification avec l'algorithme PAM + +**Question :** Déterminez une classification en $K=3$ classes des vins en utilisant la méthode PAM et représentez graphiquement la classification obtenue. A-t-elle un lien avec le type de vins ? Avec la qualité ? Avec la classification en $K=3$ classes obtenue avec la méthode des Kmeans? + +```{r,eval=F} +# A COMPLETER + +resPAM<-pam(s,k=3,metric="euclidean") +resPAM$medoids +resPAM$id.med + +fviz_cluster(resPAM,data=wine[,-c(1,2)], + ellipse.type="norm", + labelsize=8, + geom=c("point"))+ + ggtitle("") +fviz_pca_ind(resacp, + col.ind=as.factor(resPAM$clustering), + geom = c("point"), + axes=c(1,2)) + +adjustedRandIndex( wine$Qualite,resPAM$clustering) +adjustedRandIndex( wine$Type,resPAM$clustering) +table(wine$Type , resPAM$clustering) +table(wine$Qualite , resPAM$clustering) +``` + +**Question :** Déterminez le nombre de classes optimal par le critère Silhouette pour $K$ variant entre 2 et 15 avec l'algorithme PAM. Commentez la classification retenue. Est-elle proche de celle obtenue avec l'algorithme des Kmeans ? + +```{r,eval=F} +# A compléter + +Kmax<-15 +resPAMcl<-matrix(0,nrow=nrow(wine),ncol=Kmax-1) +Silhou<-NULL +for (k in 2:Kmax){ + resaux<-pam(s,k=k,metric="euclidean") + resPAMcl[,k-1]<-resaux$clustering + aux<-silhouette(resPAMcl[,k-1], daisy(s)) + Silhou<-c(Silhou,mean(aux[,3])) +} + +df<-data.frame(K=2:Kmax,Silhouette=Silhou) +ggplot(df,aes(x=K,y=Silhouette))+ + geom_point()+ + geom_line()+theme(legend.position = "bottom") + +aux<-silhouette(resPAMcl[,1], daisy(s)) +fviz_silhouette(aux)+theme(plot.title = element_text(size =9)) + +adjustedRandIndex( wine$Qualite,resPAMcl[,4-1]) +adjustedRandIndex( wine$Type,resPAMcl[,4-1]) +table(wine$Type , resPAMcl[,4-1]) +table(wine$Qualite , resPAMcl[,4-1]) +``` + +# Pour aller plus loin : Classification avec l'algorithme fuzzy c-means + +## Présentation +Avec les algorithmes de clustering précédents (Kmeans, PAM) nous obtenons une classification "dure" au sens que chaque individu ne peut appartenir qu'à une seule classe et chaque individu participe avec le même poids à la construction des classes. Une classification dure $\mathcal{P}_K=\{\mathcal{C}_1,\ldots,\mathcal{C}_K\}$ peut se traduire en une matrice $Z=(z_{ik})_{\underset{1\leq k \leq K}{1\leq i \leq n}}$ avec $z_{ik}=1$ si $i\in\mathcal{C}_k$ et 0 sinon. Dans cette section, nous allons nous intéresser à une adaptation de l'algorithme des Kmeans, appelée *fuzzy c-means*. L'idée est de retourner une classification *fuzzy* c'est-à-dire une matrice $W=(\omega_{ik})_{\underset{1\leq k \leq K}{1\leq i \leq n}}$ avec $\forall i,\ k,\ \omega_{ik}\geq 0$ et $\forall i,\ \underset{k=1}{\stackrel{K}{\sum}} \omega_{ik}=1$. On donne ainsi plutôt un poids $\omega_{ik}$ que l'individu $i$ appartienne à la classe $\mathcal{C}_k$. + +L'algorithme fuzzy c-means a pour fonction objective + +$$ +\underset{W,\{m_1,\ldots,m_K\}}{\mbox{argmin}}\ \underset{i=1}{\stackrel{n}{\sum}}\underset{k=1}{\stackrel{K}{\sum}} (\omega_{ik})^\gamma\ \|x_i - m_k\|^2 +$$ +où $X=(x_1,\ldots,x_n)'$ est la matrice des données, $\gamma\in[1,+\infty[$, $m_k$ est le centre de la classe $\mathcal{C}_k$. + +Dans le même principe que l'algorithme des Kmeans, l'algorithme fuzzy c-means est un algorithme itératif : + +- Step 1: Initialisation des poids $W^{(0)}$ +- Step 2: A l'itération $r$, on calcule les centres des classes + +$$ +m_k^{(r)} = \frac{\underset{i=1}{\stackrel{n}{\sum}} (\omega_{ik}^{(r-1)})^\gamma x_i}{\underset{i=1}{\stackrel{n}{\sum}} (\omega_{ik}^{(r-1)})^\gamma} +$$ + +- Step 3: Mise à jour des poids ($\gamma>1$) +$$ +\omega_{ik}^{(r)} = \left[\underset{\ell=1}{\stackrel{K}{\sum}} \left(\frac{\|x_i - m_k^{(r)}\|^2}{\|x_i - m_\ell^{(r)}\|^2}\right)^{\frac{1}{\gamma-1}} \right]^{-1} +$$ + +- Step 4: Si $\|W^{(r)} - W^{(r-1)}\|<$ seuil, on s'arrête, sinon on retourne à l'étape 2. + +En général, la puissance choisie sur les poids est $\gamma=2$. Dans le cas $\gamma=1$, on retrouve l'algorithme des Kmeans. + + + +Nous allons ici nous appuyer sur la fonction `fcm()` de la librairie `ppclust`. + +**Question :** Utilisez cet algorithme pour obtenir une classification en $3$ classes. Comment sont initialisés les poids ? Comment est obtenue la classification finale ? A l'aide des poids, étudiez la stabilité des classes. Vous pouvez pour cela étudier les poids des individus par classe. + +```{r,eval=F} +# A COMPLETER +library(ppclust) +resfcm<-fcm(....,centers= ... , m=2) +table(.....) + +Aux<-data.frame(cluster=as.factor(resfcm$cluster), + PoidsMax=apply(resfcm$u,1,max)) +ggplot(Aux,aes(x=cluster,y=PoidsMax))+ + geom_violin() +``` + +**Question :** Représentez la classification obtenue sur le premier plan de l'ACP en nuançant selon les poids. + +```{r,eval=F} +# A COMPLETER +fviz_pca_ind(resacp,axes=c(1,2),geom=c("point"),col.ind=apply(....................))+ +scale_color_gradient2(low="white", mid="blue",high="red", midpoint=0.8, space = "Lab") +``` + +**Question **: Comparez les classifications obtenues avec Kmeans et fuzzy c-means. Commentez. + +```{r,eval=F} +# A COMPLETER +``` diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/wine.txt b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/wine.txt new file mode 100644 index 0000000..6040eee --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/TP4/wine.txt @@ -0,0 +1,601 @@ +"Qualite" "Type" "AcidVol" "AcidCitr" "SO2lbr" "SO2tot" "Densite" "Alcool" +"1352" "medium" 1 0.62 0.01 8 46 0.99332 11.8 +"5493" "medium" 0 0.34 0.1 17 63 0.9937 9.2 +"5153" "medium" 0 0.22 0.22 39 110 0.99855 9 +"5308" "medium" 0 0.35 0.46 61 183 0.99786 9 +"3866" "medium" 0 0.42 0.32 20 167 0.99479 10.6 +"694" "medium" 1 0.48 0.32 21 122 0.9984 9.4 +"5085" "good" 0 0.21 0.32 39 113 0.99393 10.2 +"2280" "medium" 0 0.28 0.14 64 159 0.992 10 +"5231" "medium" 0 0.3 0.25 21 124 0.99362 10.8 +"4388" "medium" 0 0.4 0.42 41 176 0.99552 9.4 +"4172" "medium" 0 0.14 0.28 10 56 0.99352 9.9 +"4763" "good" 0 0.36 0.37 39 114 0.99036 12.7 +"4001" "bad" 0 0.16 0.49 18 107 0.99514 10.2 +"3244" "good" 0 0.19 0.49 50 134 0.9998 9.1 +"4663" "medium" 0 0.25 0.54 58 176 0.99454 10.4 +"3256" "medium" 0 0.15 0.49 21 98 0.9929 9.2 +"3444" "medium" 0 0.34 0.46 21 94 0.991 12.3 +"3867" "medium" 0 0.19 0.43 53 154 0.99752 10.4 +"3161" "medium" 0 0.28 0.49 10 112 0.9958 10.1 +"6420" "medium" 0 0.36 0.5 63 178 0.99212 9.7 +"1590" "medium" 1 0.725 0.2 29 79 0.9977 9.2 +"2155" "good" 0 0.25 0.34 31 93 0.9916 11.3 +"2258" "medium" 0 0.27 0.25 41 188 0.9915 11.3 +"209" "medium" 1 0.44 0.28 18 95 0.9966 9.4 +"4560" "good" 0 0.11 0.34 41 114 0.99634 11 +"1981" "medium" 0 0.28 0.26 48 179 0.9975 9 +"2166" "medium" 0 0.35 0.34 6 37 0.9944 11.5 +"5430" "good" 0 0.26 0.23 23 111 0.99274 11.5 +"6496" "good" 0 0.29 0.3 20 110 0.98869 12.8 +"346" "medium" 1 0.685 0 40 63 0.9979 9.9 +"1288" "medium" 1 0.6 0.08 3 7 0.99286 13 +"3615" "medium" 0 0.19 0.39 22 84 0.994 10.8 +"1837" "medium" 0 0.52 0.32 54 221 0.9972 9.6 +"5637" "medium" 0 0.34 0.22 43 176 0.99286 9.9 +"2520" "good" 0 0.11 0.32 59 144 0.9956 9.4 +"3046" "medium" 0 0.27 0.49 35 92 0.9911 12.2 +"2983" "medium" 0 0.36 0.56 25 102 0.9923 10.5 +"840" "medium" 1 0.5 0.04 13 26 0.99647 10 +"3185" "medium" 0 0.3 0.74 46 165 0.9982 8.7 +"4690" "medium" 0 0.17 0.35 33 78 0.99146 11.3 +"6347" "medium" 0 0.26 0.5 25 93 0.99428 10.5 +"728" "medium" 1 0.57 0.02 4 11 0.997 9.5 +"240" "medium" 1 1 0.09 7 37 0.99685 9 +"6318" "medium" 0 0.24 0.15 32 134 0.99378 9.9 +"2501" "medium" 0 0.29 0.29 26 113 0.9983 9.7 +"3003" "good" 0 0.26 0.31 29 128 0.9937 10.9 +"4537" "medium" 0 0.25 0.3 67 196 0.99555 10.1 +"4799" "good" 0 0.21 0.4 40 121 0.99214 12 +"141" "medium" 1 0.745 0.11 16 63 0.9965 9.6 +"3664" "medium" 0 0.22 0.28 51 180 0.9952 9.5 +"5167" "medium" 0 0.26 0.27 20 80 0.99089 11.5 +"5291" "medium" 0 0.22 0.26 23 112 0.9931 11.4 +"3383" "medium" 0 0.45 0.4 17 100 0.9957 10.1 +"2712" "medium" 0 0.22 0.34 55 177 0.9983 9.9 +"449" "medium" 1 0.53 0.22 7 27 0.9967 10.2 +"214" "medium" 1 0.57 0.26 28 65 0.9959 10.1 +"3216" "medium" 0 0.34 0.49 61 206 0.9957 9 +"4917" "medium" 0 0.32 0.32 32 105 0.99266 11.2 +"5005" "medium" 0 0.15 0.32 14 119 0.99137 10.2 +"3501" "medium" 0 0.21 0.3 14 118 0.9942 10.4 +"1291" "medium" 1 0.74 0 6 12 0.99521 11 +"3137" "medium" 0 0.28 0.49 32 148 0.9936 10 +"998" "good" 1 0.66 0 3 11 0.99378 12.8 +"1350" "medium" 1 0.57 0 21 41 0.99518 10.8 +"6336" "medium" 0 0.16 0.36 13 61 0.99143 10.8 +"492" "good" 1 0.41 0.5 12 25 0.9952 13.3 +"3901" "medium" 0 0.22 0.28 25 125 0.99856 9.4 +"4878" "medium" 0 0.38 0.36 42 214 0.9976 9.4 +"5343" "good" 0 0.15 0.28 29 149 0.99792 9 +"5096" "good" 0 0.24 0.28 61 134 0.99146 11.3 +"4516" "medium" 0 0.44 0.26 57 128 0.98982 12.7 +"1118" "medium" 1 0.69 0.07 15 21 0.99572 11.3 +"2680" "good" 0 0.15 0.33 31 118 0.9956 9 +"452" "medium" 1 0.37 0.53 9 26 0.9979 9.1 +"3937" "bad" 0 0.28 0.35 61 180 0.9972 9 +"776" "medium" 1 1 0 7 16 0.99586 10 +"528" "medium" 1 0.38 0.49 33 85 0.9962 11.4 +"3445" "medium" 0 0.44 0.2 44 157 0.998 9 +"203" "medium" 1 0.5 0.11 16 49 0.99545 9.5 +"1175" "medium" 1 0.36 0.31 26 65 0.99716 9.5 +"5796" "medium" 0 0.22 0.29 25 68 0.98865 12.6 +"2334" "medium" 0 0.38 0.25 28 191 0.9971 9.2 +"3564" "medium" 0 0.31 0.42 50 173 0.9958 9 +"1921" "medium" 0 0.24 0.35 36 135 0.9938 10.5 +"4995" "medium" 0 0.26 0.46 48 186 0.9958 9.1 +"1070" "medium" 1 0.62 0.35 28 52 0.997 10.8 +"5286" "medium" 0 0.3 0.37 27 177 0.99438 9.8 +"4421" "medium" 0 0.4 0.46 42 241 0.9968 9.9 +"5630" "medium" 0 0.19 0.38 30 105 0.99047 11.4 +"273" "medium" 1 0.37 0.58 17 65 0.99935 10.1 +"896" "medium" 1 0.59 0.01 27 43 0.9955 10.7 +"5267" "good" 0 0.32 0.28 46 115 0.98946 13 +"742" "medium" 1 0.53 0.24 28 139 0.99788 9.5 +"956" "medium" 1 0.21 0.52 9 23 0.99648 10.4 +"4435" "medium" 0 0.25 0.22 41 161 0.99256 10.5 +"414" "good" 1 0.4 0.53 6 19 0.9986 11.7 +"2737" "good" 0 0.31 0.37 70 170 0.9934 11.7 +"1496" "medium" 1 0.43 0.02 15 28 0.99492 10.6 +"455" "medium" 1 0.23 0.4 21 67 0.9952 11.1 +"3970" "good" 0 0.1 0.24 25 107 0.99511 10.5 +"286" "medium" 1 0.59 0.07 32 71 1.00015 9.8 +"1535" "good" 1 0.56 0.14 13 29 0.99397 11.7 +"3144" "medium" 0 0.13 0.49 6 24 0.9926 9.9 +"5473" "medium" 0 0.37 0.51 58 181 0.99776 9 +"6308" "medium" 0 0.33 0.28 26 109 0.99246 10.6 +"5051" "good" 0 0.21 0.29 43 106 0.99112 11.5 +"3502" "medium" 0 0.23 0.35 26 183 0.9984 9.1 +"4286" "medium" 0 0.17 0.29 52 119 0.98944 12.9 +"1408" "medium" 1 0.51 0 40 54 0.995 10.7 +"2581" "good" 0 0.28 0.33 32 155 0.9951 10.7 +"6225" "medium" 0 0.49 0.23 6 158 0.99344 11.2 +"4614" "medium" 0 0.45 0.34 12 67 0.9976 11 +"3065" "medium" 0 0.2 0.74 19 163 0.9931 10.2 +"54" "medium" 1 0.38 0.36 30 119 0.997 9.4 +"6300" "medium" 0 0.3 0.33 60 168 0.99659 9.8 +"2050" "medium" 0 0.6 0.2 21 174 0.9971 9.1 +"5574" "medium" 0 0.29 0.52 35 192 0.99551 9.5 +"3368" "medium" 0 0.37 0.07 58 144 0.9922 10 +"2332" "good" 0 0.28 0.45 14 49 0.9934 11.1 +"4225" "medium" 0 0.19 0.21 89 159 0.99332 8 +"5508" "good" 0 0.39 0.24 45 138 0.99174 11.2 +"2830" "medium" 0 0.29 0.3 46 238 0.9986 8.7 +"5669" "medium" 0 0.24 0.28 54 133 0.9952 10.7 +"6141" "medium" 0 0.23 0.34 23 111 0.98961 12.7 +"6395" "good" 0 0.105 0.29 44 140 0.99142 10.7 +"5337" "medium" 0 0.21 0.72 65 120 0.99324 9.2 +"878" "medium" 1 0.715 0.01 31 43 0.99371 11.8 +"4190" "medium" 0 0.13 0.28 47 132 0.99655 10.1 +"5778" "good" 0 0.19 0.33 49 133 0.99107 11.3 +"3316" "medium" 0 0.21 0.31 29 108 0.9939 10.8 +"5832" "medium" 0 0.39 0.28 10 92 0.99206 12.1 +"5672" "good" 0 0.16 0.38 70.5 163 0.99706 10.4 +"1786" "medium" 0 0.24 0.41 49 166 0.9954 9.9 +"2654" "medium" 0 0.31 0.52 5 61 0.9918 10.4 +"1199" "medium" 1 0.26 0.26 19 77 0.9951 10.9 +"5997" "medium" 0 0.27 0.26 55 173 0.99699 9.8 +"1347" "medium" 1 0.59 0.01 5 13 0.99472 11.4 +"4785" "medium" 0 0.21 0.4 49 115 0.99268 11 +"5400" "medium" 0 0.2 0.3 7 49 0.99242 10.3 +"2157" "medium" 0 0.41 0.24 16 137 0.993 10.4 +"3552" "good" 0 0.31 0.36 29 142 0.9925 13 +"788" "medium" 1 0.56 0.24 19 58 0.9991 10.1 +"2624" "medium" 0 0.34 0.74 23 185 0.9928 12 +"1912" "medium" 0 0.25 0.41 37 149 0.9954 10 +"499" "good" 1 0.35 0.53 5 16 0.9972 11 +"2522" "medium" 0 0.32 0.62 56 153 0.9978 8.9 +"6456" "medium" 0 0.23 0.39 26 172 0.99755 9 +"4425" "medium" 0 0.25 0.22 41 161 0.99256 10.5 +"618" "medium" 1 0.31 0.51 14 28 0.9982 9.8 +"1139" "medium" 1 0.41 0.15 29 94 0.99786 9.1 +"5815" "medium" 0 0.44 0.24 68 210 0.99718 9.5 +"1191" "medium" 1 0.4 0.57 6 20 0.99652 12.5 +"1348" "medium" 1 0.655 0.03 7 12 0.99587 9.5 +"771" "medium" 1 0.59 0.02 24 94 0.99744 9.7 +"5530" "medium" 0 0.28 0.26 25 101 0.98894 12.1 +"858" "good" 1 0.26 0.34 16 47 0.99594 11.3 +"4070" "medium" 0 0.25 0.34 34 176 0.99434 9.5 +"5460" "medium" 0 0.25 0.26 52 207 0.99587 9.2 +"4236" "medium" 0 0.24 0.27 40 174 0.99773 9 +"5919" "good" 0 0.41 0.24 33 115 0.9901 12.89333333 +"6340" "medium" 0 0.32 0.46 56 189 0.99308 9.6 +"5170" "medium" 0 0.26 0.27 20 80 0.99089 11.5 +"3266" "medium" 0 0.445 0.56 8 84 0.9938 10.8 +"3696" "medium" 0 0.32 0.34 5 129 0.9953 9.1 +"6310" "good" 0 0.33 0.31 27 108 0.99031 12.2 +"6269" "medium" 0 0.44 0.33 12 117 0.99134 11.5 +"3258" "medium" 0 0.31 0.49 52 220 0.9964 8.8 +"6313" "medium" 0 0.28 0.28 19 98 0.99216 11.1 +"362" "medium" 1 0.45 0.31 21 50 0.9982 9.9 +"2374" "good" 0 0.27 0.45 28 124 0.997 10.4 +"4507" "medium" 0 0.21 0.25 26 81 0.9902 11.4 +"1575" "medium" 1 0.31 0.78 23 92 0.99677 10.5 +"3468" "good" 0 0.21 0.27 41 144 0.9932 11.8 +"5729" "good" 0 0.34 0.31 18 68 0.98981 13.4 +"6469" "medium" 0 0.24 0.33 8 81 0.99626 9.8 +"510" "good" 1 0.29 0.75 23 43 0.9986 11.4 +"6107" "medium" 0 0.305 0.13 17 73 0.99 12.33333333 +"1178" "good" 1 0.66 0 6 11 0.99318 12.7 +"4973" "good" 0 0.28 0.24 49 121 0.98882 13.2 +"4120" "medium" 0 0.41 0.23 28 174 0.99898 9.7 +"5295" "medium" 0 0.15 0.4 61 146 0.99112 11 +"2076" "good" 0 0.28 0.36 42 105 0.9893 12.4 +"3989" "good" 0 0.46 0.26 28 83 0.99114 12 +"4518" "medium" 0 0.28 0.28 15 65 0.9902 11.2 +"3184" "medium" 0 0.25 0.74 52 209 0.9956 9.2 +"1198" "medium" 1 0.57 0.21 4 9 0.99458 9.8 +"1847" "good" 0 0.2 0.27 12 77 0.9905 10.9 +"2285" "medium" 0 0.36 0.26 54 201 0.9976 9 +"6022" "medium" 0 0.22 0.28 24 125 0.9917 10.5 +"6087" "medium" 0 0.13 0.28 32 87 0.99175 11.2 +"113" "medium" 1 0.6 0.1 14 111 0.9964 9.8 +"5667" "medium" 0 0.38 0.28 22 166 0.99506 10.6 +"3317" "medium" 0 0.27 0.32 19 142 0.9921 9.9 +"933" "medium" 1 0.4 0.29 29 66 0.9971 9.5 +"4658" "medium" 0 0.25 0.38 54 208 0.99572 9.1 +"1923" "medium" 0 0.28 0.44 35 137 0.9946 10.4 +"4026" "medium" 0 0.22 0.26 32 172 0.99194 11.2 +"2244" "medium" 0 0.24 0.29 32 166 0.9968 9.5 +"226" "medium" 1 0.43 0.25 29 63 0.99615 10.5 +"1254" "medium" 1 0.66 0 6 13 0.99569 9.5 +"747" "medium" 1 0.34 0.38 12 57 0.9978 9 +"2809" "medium" 0 0.23 0.46 30 125 0.9907 12.5 +"1137" "medium" 1 0.52 0.45 6 13 0.99774 11.4 +"2067" "medium" 0 0.32 0.21 15 68 0.9932 9.4 +"2455" "good" 0 0.2 0.35 30 116 0.9949 10.3 +"6163" "good" 0 0.26 0.27 27 119 0.9947 10.7 +"3977" "medium" 0 0.22 0.29 24 90 0.99556 9.8 +"50" "medium" 1 0.31 0.37 12 96 0.9954 9.2 +"3418" "medium" 0 0.26 0.29 27 96 0.9896 12.3 +"5477" "medium" 0 0.28 0.31 20 98 0.99069 11.4 +"2389" "medium" 0 0.3 0.27 31 119 0.99815 9.3 +"6243" "medium" 0 0.21 0.35 47 197 0.99392 10.1 +"65" "medium" 1 0.725 0.05 4 11 0.9962 10.9 +"3678" "medium" 0 0.17 0.3 25 119 0.9931 10.5 +"3117" "medium" 0 0.24 0.49 52 163 0.9952 10.6 +"4327" "medium" 0 0.17 0.31 34 121 0.99092 10.5 +"4206" "medium" 0 0.2 0.36 22 157 0.9938 10.6 +"1169" "medium" 1 0.34 0.27 8 44 0.99384 12 +"4188" "good" 0 0.18 0.3 19 171 0.99808 9 +"5392" "medium" 0 0.25 0.3 53 133 0.99524 10.4 +"1477" "medium" 1 0.5 0.5 48 82 1.00242 8.8 +"3063" "medium" 0 0.19 0.49 11 137 0.9918 11 +"6342" "medium" 0 0.27 0.32 36 133 0.99215 10.8 +"4634" "medium" 0 0.25 0.47 36 156 0.99604 9.4 +"3862" "medium" 0 0.25 0.31 11 61 0.99189 11.5 +"1497" "medium" 1 0.54 0.26 23 147 0.99636 9.7 +"193" "medium" 1 0.63 0.12 16 126 0.9969 9.5 +"2273" "medium" 0 0.31 0.3 18 130 0.9928 10.6 +"3074" "bad" 0 0.25 0.24 13 85 0.9942 9.5 +"583" "medium" 1 0.49 0.49 5 15 1 9.2 +"6169" "medium" 0 0.2 0.32 17 126 0.9936 9.4 +"3865" "medium" 0 0.3 0.21 49 159 0.99827 9 +"5812" "bad" 0 0.31 0.37 13 164 0.99602 8.8 +"2658" "medium" 0 0.21 0.34 26 111 0.9931 10.7 +"4152" "medium" 0 0.36 0.52 8 110 0.9966 9.4 +"753" "medium" 1 0.54 0.13 24 66 0.99785 9.4 +"4000" "bad" 0 0.19 0.42 16 104 0.99517 10 +"5504" "good" 0 0.455 0.18 33 106 0.98746 14 +"1861" "medium" 0 0.29 0.4 36 156 0.9996 8.9 +"6068" "medium" 0 0.21 0.24 31 95 0.99036 11.3 +"4950" "medium" 0 0.22 0.28 41 132 0.9935 11.3 +"4654" "medium" 0 0.15 0.31 7 73 0.99152 11.9 +"1511" "medium" 1 0.36 0.21 26 48 0.99661 9.7 +"1001" "good" 1 0.43 0.3 6 12 0.99495 11.5 +"2386" "medium" 0 0.34 0.28 31 117 0.99815 9.2 +"1242" "medium" 1 0.37 0.39 28 65 0.99729 9.8 +"2045" "bad" 0 0.32 0.32 16 66 0.9937 11.5 +"2743" "medium" 0 0.24 0.3 27 131 0.9933 10.5 +"1413" "medium" 1 0.24 0.34 8 22 0.9974 10.9 +"2060" "medium" 0 0.21 0.27 26 111 0.9956 9.5 +"5915" "good" 0 0.41 0.24 33 115 0.9901 12.89333333 +"469" "medium" 1 0.36 0.69 6 21 1 9.2 +"5454" "medium" 0 0.12 0.27 40 110 0.99226 12.1 +"4119" "medium" 0 0.24 0.55 67 216 0.99596 9.2 +"397" "medium" 1 0.735 0.02 68 124 0.9994 9.9 +"1278" "medium" 1 0.69 0 3 10 0.99636 9.7 +"2307" "medium" 0 0.18 0.45 57 166 0.9943 11.2 +"1279" "medium" 1 0.715 0.22 13 81 0.99688 9.5 +"4528" "good" 0 0.31 0.31 45 140 0.99216 12 +"761" "medium" 1 0.58 0.25 9 104 0.99779 9.7 +"3747" "medium" 0 0.29 0.2 20 142 0.9962 10.6 +"199" "good" 1 0.835 0.08 13 93 0.9924 13 +"802" "medium" 1 0.55 0.09 8 17 0.99735 10 +"4150" "medium" 0 0.33 0.14 27 128 0.99475 9.4 +"271" "medium" 1 0.545 0.06 27 61 0.9965 10.7 +"5070" "good" 0 0.24 0.3 105 179 0.99189 11.3 +"6303" "good" 0 0.12 0.28 36 83 0.99074 10.9 +"146" "medium" 1 0.67 0.55 32 141 0.9968 9.4 +"3768" "good" 0 0.19 0.3 48.5 229 0.9986 9.1 +"4665" "medium" 0 0.15 0.38 54 120 0.9975 9.8 +"2703" "medium" 0 0.29 0.39 6 117 0.9938 10.7 +"5349" "medium" 0 0.28 0.29 40 143 0.99374 11 +"1693" "good" 0 0.21 0.33 48 136 0.9899 12.6 +"1640" "medium" 0 0.23 0.39 63 158 0.9937 9.4 +"5547" "good" 0 0.3 0.32 41 142 0.98952 12.7 +"354" "medium" 1 0.53 0.79 23 77 1.0018 13 +"4161" "medium" 0 0.28 0.22 36 131 0.99696 9.6 +"3230" "medium" 0 0.25 0.24 6 121 0.993 11.4 +"1319" "medium" 1 0.63 0.27 17 91 0.99616 9.8 +"3832" "medium" 0 0.2 0.31 16 89 0.99416 9.5 +"2894" "bad" 0 0.41 0.22 10 102 0.993 11.6 +"3282" "good" 0 0.25 0.28 55 205 0.9986 9 +"5782" "medium" 0 0.38 0.56 15 170 0.99605 9.9 +"570" "medium" 1 0.36 0.24 19 42 0.9946 11.7 +"5111" "good" 0 0.19 0.28 22 90 0.99038 11.7 +"6433" "medium" 0 0.33 0.28 33 97 0.99126 10.9 +"229" "medium" 1 0.43 0.25 29 63 0.99615 10.5 +"5419" "medium" 0 0.35 0.26 36 120 0.99188 11.5 +"2174" "good" 0 0.2 0.33 39 138 0.991 11.7 +"1749" "medium" 0 0.25 0.3 23 116 0.994 9.4 +"4782" "medium" 0 0.12 0.33 23 131 0.99164 9.8 +"5163" "medium" 0 0.48 0.12 23 86 0.99398 9 +"6059" "medium" 0 0.22 0.18 28 120 0.99403 9.9 +"4836" "medium" 0 0.22 0.39 44 141 0.99123 12.5 +"5635" "medium" 0 0.2 0.22 53 172 0.99404 11 +"6054" "medium" 0 0.18 0.26 17 149 0.9984 9.4 +"6437" "medium" 0 0.28 0.38 54 216 0.99154 13.1 +"3347" "medium" 0 0.3 0.36 33 169 0.9982 9.3 +"684" "medium" 1 0.78 0.23 5 15 0.997 11.3 +"48" "medium" 1 0.29 0.52 12 37 0.9969 9.5 +"2117" "medium" 0 0.15 0.42 49 154 0.992 10.4 +"1224" "medium" 1 0.36 0.47 9 23 0.99638 12 +"96" "medium" 1 0.6 0.17 17 106 0.9932 12.9 +"4131" "bad" 0 0.54 0.27 8 178 0.99502 9.4 +"2726" "good" 0 0.115 0.29 73 166 0.989 12.9 +"2511" "medium" 0 0.33 0.19 22 143 0.99425 9.9 +"6262" "medium" 0 0.17 0.36 44 111 0.99272 12.4 +"3086" "medium" 0 0.15 0.49 17 51 0.9932 9.4 +"1253" "medium" 1 0.72 0 6 14 0.99627 9.8 +"4549" "medium" 0 0.28 0.52 30 139 0.99494 9 +"723" "medium" 1 0.42 0.08 15 48 0.9968 10 +"5287" "medium" 0 0.16 0.27 39 98 0.99402 10.8 +"3739" "medium" 0 0.33 0.64 12 105 0.9972 9.2 +"1658" "medium" 0 0.38 0.15 25 78 0.9931 10.2 +"76" "medium" 1 0.41 0.64 9 42 0.9986 10.5 +"1604" "medium" 0 0.23 0.32 47 186 0.9956 9.9 +"149" "medium" 1 0.49 0.1 12 30 0.9959 10.2 +"554" "medium" 1 1.04 0.24 32 96 0.9934 11.5 +"349" "medium" 1 0.56 0.31 15 46 0.9979 10 +"639" "good" 1 0.915 0.12 7 23 0.9964 10.2 +"416" "medium" 1 0.725 0.24 31 134 1.0014 9.3 +"2966" "medium" 0 0.14 0.41 22 95 0.9914 10.9 +"378" "good" 1 0.27 0.53 6 18 0.9962 12 +"475" "medium" 1 0.28 0.51 10 24 0.9982 9.4 +"1212" "medium" 1 0.44 0.15 22 53 0.9957 9.3 +"5670" "medium" 0 0.28 0.27 41 162 0.99498 9.9 +"15" "medium" 1 0.62 0.18 52 145 0.9986 9.2 +"4986" "good" 0 0.28 0.27 56 140 0.99042 12.5 +"324" "medium" 1 0.59 0.42 35 73 0.999 9.5 +"3657" "good" 0 0.31 0.31 20 151 0.9926 12 +"5571" "medium" 0 0.17 0.3 33 125 0.99152 10.4 +"881" "medium" 1 0.56 0.18 10 21 0.99576 9.9 +"322" "medium" 1 0.61 0.26 25 87 0.99975 9.7 +"1998" "medium" 0 0.26 0.27 52 168 0.9993 9.4 +"3795" "medium" 0 0.25 0.18 13 137 0.9935 9.5 +"5064" "medium" 0 0.29 0.41 52 171 0.99537 9.6 +"232" "medium" 1 0.38 0.06 12 49 0.99625 9.9 +"5447" "medium" 0 0.32 0.23 36 176 0.9986 9.1 +"2232" "medium" 0 0.24 0.33 16 131 0.9936 10.7 +"5307" "medium" 0 0.34 0.43 29 114 0.99014 12.6 +"3578" "medium" 0 0.33 0.26 23 103 0.9932 10.5 +"4645" "medium" 0 0.12 0.26 21 99 0.99324 9.9 +"6277" "good" 0 0.28 0.52 37 104 0.99161 11.8 +"6483" "medium" 0 0.47 0.17 60 148 0.98964 11.5 +"1028" "medium" 1 0.795 0 28 52 0.99378 11.6 +"5649" "medium" 0 0.16 0.36 32 98 0.99058 11.3 +"1493" "medium" 1 0.65 0.06 6 18 0.99348 11.95 +"52" "medium" 1 0.52 0.04 8 15 0.9956 9.4 +"4329" "good" 0 0.29 0.31 24 79 0.99053 11.4 +"5765" "good" 0 0.22 0.35 23 83 0.99019 12 +"4927" "good" 0 0.17 0.36 11 70 0.99202 10.4 +"4871" "good" 0 0.32 0.34 27 91 0.99184 12 +"5099" "good" 0 0.33 0.3 30 124 0.98922 13.1 +"419" "medium" 1 0.38 0.51 7 20 0.9996 10.4 +"2019" "medium" 0 0.31 0.28 33 137 0.9929 10.5 +"3490" "medium" 0 0.3 0.42 45 213 0.9991 9.2 +"5412" "medium" 0 0.21 0.39 21 138 0.99176 10.9 +"4310" "medium" 0 0.25 0.34 66 184 0.99976 8.9 +"2156" "medium" 0 0.35 0.71 22 160 0.9982 9.4 +"4040" "medium" 0 0.46 0.26 49 159 0.99434 10 +"4791" "medium" 0 0.24 0.44 49 146 0.9911 11.6 +"6205" "medium" 0 0.29 0.32 38 93 0.9906 12 +"1295" "medium" 1 0.635 0.1 25 60 0.99638 10.9 +"4177" "medium" 0 0.25 0.36 63 206 0.99553 9.6 +"2216" "good" 0 0.32 0.33 18 101 0.9912 11.7 +"6355" "medium" 0 0.29 0.73 21 92 0.99 12.4 +"4493" "good" 0 0.16 0.34 85 153 0.9909 12 +"4428" "good" 0 0.14 0.31 53 138 0.99084 11.5 +"3089" "medium" 0 0.16 0.74 52 187 0.9998 9.3 +"2142" "medium" 0 0.35 0.35 14 167 0.992 9.9 +"4354" "medium" 0 0.17 0.28 5 28 0.98985 10.6 +"5650" "good" 0 0.16 0.27 25 135 0.9984 8.7 +"2801" "good" 0 0.17 0.37 26 75 0.9922 10.8 +"2977" "medium" 0 0.28 0.41 10 136 0.993 11.4 +"919" "medium" 1 0.36 0.32 32 79 0.9964 11 +"1951" "good" 0 0.33 0.4 32 138 0.992 11.9 +"3641" "medium" 0 0.14 0.27 22 104 0.9949 9 +"5697" "medium" 0 0.14 0.28 21 82 0.99425 10 +"6452" "medium" 0 0.23 0.38 12 113 0.99176 11.4 +"3271" "good" 0 0.35 0.3 27 87 0.9936 11.4 +"4515" "medium" 0 0.14 0.38 22 81 0.99043 11.4 +"3665" "medium" 0 0.27 0.28 21 127 0.9934 9.9 +"4167" "medium" 0 0.24 0.28 39 132 0.99182 11.4 +"6008" "medium" 0 0.29 0.16 48 197 0.99512 9.4 +"6094" "medium" 0 0.24 0.29 34 84 0.9902 11.45 +"605" "medium" 1 0.58 0.13 14 63 0.9984 9.1 +"5608" "medium" 0 0.25 0.48 25 94 0.99782 9.2 +"2942" "medium" 0 0.58 0.27 37 116 0.9959 10.8 +"2360" "medium" 0 0.18 0.38 44 176 0.9958 9.8 +"4579" "good" 0 0.36 0.26 39 123 0.99119 12.2 +"4805" "good" 0 0.45 0.36 28 156 0.991 12.4 +"239" "medium" 1 0.63 0 14 38 0.99675 9 +"612" "medium" 1 0.38 0.55 5 16 1.0006 9.4 +"4937" "medium" 0 0.38 0.29 52 189 0.99784 9.5 +"3692" "medium" 0 0.76 0.03 27 93 0.9932 9.2 +"4287" "medium" 0 0.24 0.38 56 187 0.99577 9.2 +"2203" "medium" 0 0.475 0.06 9 131 0.9904 10.8 +"1547" "medium" 1 0.57 0.02 17 26 0.99575 10.2 +"5444" "medium" 0 0.37 0.25 24 84 0.9909 11.7 +"872" "medium" 1 0.56 0.03 36 46 0.99522 10.6 +"4513" "medium" 0 0.18 0.3 49 199 0.99413 9.3 +"6280" "bad" 0 0.63 0.04 25 133 0.99271 10.2 +"5050" "good" 0 0.21 0.29 43 106 0.99112 11.5 +"2226" "bad" 0 0.56 0.12 22 177 0.9983 9.1 +"5135" "medium" 0 0.28 0.44 49 179 0.99528 9.2 +"5278" "medium" 0 0.23 0.25 19 111 1.00044 8.7 +"2570" "good" 0 0.42 0.01 25 102 0.9894 12.3 +"4509" "medium" 0 0.18 0.3 23 73 0.99032 11.3 +"2732" "medium" 0 0.39 0.31 28 162 0.9988 9.1 +"1820" "medium" 0 0.27 0.36 45 164 0.9939 11 +"5495" "medium" 0 0.25 0.33 17 76 0.99021 12.3 +"1882" "bad" 0 0.44 0.37 46 201 0.9938 10.5 +"789" "medium" 1 0.56 0.24 19 58 0.9991 10.1 +"4290" "medium" 0 0.3 0.25 26 124 0.99428 9.3 +"1249" "medium" 1 0.41 0.33 22 36 0.9949 11.1 +"3306" "medium" 0 0.24 0.22 38 157 0.9934 9.9 +"5468" "medium" 0 0.22 0.25 112 177 0.9961 9.4 +"2342" "medium" 0 0.2 0.37 26 136 0.9932 10.2 +"2217" "medium" 0 0.26 0.27 52 195 0.9928 10.9 +"1252" "medium" 1 0.58 0.14 27 60 0.9963 9.8 +"1828" "medium" 0 0.17 0.32 41 200 0.9938 9.7 +"832" "medium" 1 0.61 0.08 16 24 0.99376 11.1 +"4529" "medium" 0 0.22 0.29 39 118 0.99834 9.1 +"2750" "medium" 0 0.32 0.17 69 219 0.9959 8.9 +"5511" "medium" 0 0.23 0.82 70 109 0.99304 9.2 +"4111" "medium" 0 0.3 0.49 68 215 0.99656 9.4 +"2200" "medium" 0 0.3 0.35 36 160 0.9937 9.4 +"695" "medium" 1 0.47 0.31 24 125 0.9984 9.4 +"611" "medium" 1 0.24 0.54 25 57 0.9983 9.2 +"1916" "medium" 0 0.25 0.34 34 134 0.9927 10.6 +"1646" "bad" 0 0.45 0.26 63 206 0.994 9.8 +"1774" "medium" 0 0.27 0.31 33 173 0.999 10.2 +"1977" "good" 0 0.2 0.44 21 98 0.9924 10 +"5298" "medium" 0 0.22 0.34 32 96 0.98961 11.6 +"1007" "good" 1 0.29 0.33 13 27 0.99516 11.7 +"3956" "medium" 0 0.34 0.32 29 130 0.99354 10.4 +"5659" "medium" 0 0.16 0.36 32 98 0.99058 11.3 +"6" "medium" 1 0.66 0 13 40 0.9978 9.4 +"1365" "medium" 1 0.605 0.02 10 31 0.995 11.8 +"619" "medium" 1 0.46 0.5 4 17 1.0006 10.2 +"3131" "good" 0 0.3 0.49 26 174 0.9943 11.2 +"2941" "medium" 0 0.54 0.23 13 151 0.9931 10.4 +"2027" "medium" 0 0.29 0.5 48 194 0.9974 9.4 +"3838" "medium" 0 0.15 0.29 39 151 0.99471 10.6 +"6039" "medium" 0 0.47 0.16 14 125 0.99428 9.8 +"5624" "medium" 0 0.28 0.27 50 147 0.99126 11.6 +"5323" "good" 0 0.265 0.28 46 150 0.99299 10.8 +"2730" "medium" 0 0.2 0.28 36 159 0.9936 9.1 +"1783" "medium" 0 0.27 0.4 64 227 0.9979 9.6 +"1579" "medium" 1 0.67 0.15 13 20 0.9954 11.3 +"3397" "good" 0 0.25 0.27 37 128 0.9936 11.3 +"3685" "medium" 0 0.17 0.32 47 150 0.9948 9.6 +"5180" "medium" 0 0.3 0.21 33 143 0.99244 11.1 +"1741" "medium" 0 0.37 0.67 49 155 0.9975 8.7 +"5219" "medium" 0 0.45 0.28 27 122 1.00295 10.6 +"5103" "good" 0 0.33 0.31 21 93 0.9896 13.4 +"997" "good" 1 0.66 0 3 11 0.99378 12.8 +"1451" "good" 1 0.37 0.32 15 28 0.9947 11.3 +"2102" "medium" 0 0.3 0.3 8 210 0.9937 9.9 +"309" "medium" 1 0.43 0.44 5 12 0.9994 9.5 +"3508" "good" 0 0.36 0.36 26 98 0.9914 12.5 +"4429" "medium" 0 0.26 0.32 31 170 0.99644 11.2 +"2320" "medium" 0 0.29 0.44 62 178 0.99685 8.9 +"4943" "good" 0 0.36 0.28 51 189 0.99782 9.5 +"1236" "bad" 1 0.33 0.32 6 113 0.99572 11.5 +"5285" "medium" 0 0.15 0.41 79.5 183 0.99742 10.2 +"1622" "good" 0 0.26 0.42 41 122 0.993 10.5 +"2865" "good" 0 0.31 0.34 36 174 0.9963 11.1 +"254" "medium" 1 0.775 0.42 8 86 0.9959 9.5 +"581" "medium" 1 0.5 0.49 5 14 1.0002 9.6 +"4635" "good" 0 0.24 0.33 31 85 0.99014 11.3 +"198" "medium" 1 0.3 0.6 12 27 0.9981 10.1 +"5257" "good" 0 0.15 0.47 49 128 0.99456 10.5 +"5006" "medium" 0 0.32 0.33 25 95 0.99268 11.1 +"2363" "medium" 0 0.44 0.04 38 128 0.9985 10.2 +"922" "medium" 1 0.36 0.32 32 79 0.9964 11 +"399" "medium" 1 0.59 0.59 13 49 0.9988 11 +"3948" "medium" 0 0.26 0.31 14 141 0.99077 12.2 +"2198" "good" 0 0.27 0.29 31 115 0.9949 10.5 +"5393" "medium" 0 0.32 0.26 63 170 0.9961 9.9 +"4609" "medium" 0 0.2 0.5 50 221 0.99941 8.8 +"5299" "medium" 0 0.3 0.37 27 177 0.99438 9.8 +"2598" "medium" 0 0.24 0.3 43 184 0.9997 9.2 +"1214" "medium" 1 0.38 0.42 5 13 0.99659 10.5 +"5875" "medium" 0 0.22 0.2 41 113 0.99862 8.9 +"3626" "medium" 0 0.26 0.4 5 60 0.9925 10.1 +"4087" "medium" 0 0.27 0.27 25 122 0.99088 11.9 +"783" "medium" 1 0.82 0.05 26 96 0.99814 10 +"1482" "medium" 1 0.28 0.6 10 22 0.99828 10.6 +"290" "medium" 1 0.42 0.53 33 98 1.001 9.2 +"5956" "medium" 0 0.29 0.29 35 178 0.99313 10.53333333 +"3011" "medium" 0 0.2 0.34 32 83 0.9928 11.5 +"2293" "medium" 0 0.37 0.14 34 185 0.9944 9.8 +"6176" "medium" 0 0.3 0.29 23 56 0.9904 11.3 +"3871" "medium" 0 0.25 0.26 50 156 0.99784 9.9 +"5478" "medium" 0 0.35 0.31 58 170 0.99692 9.4 +"1123" "medium" 1 0.47 0 27 33 0.9922 12.3 +"319" "good" 1 0.66 0.39 21 59 0.9989 11.5 +"2469" "medium" 0 0.24 0.29 37 97 0.9926 10.1 +"4151" "medium" 0 0.26 0.42 62 209 0.99544 9.5 +"2395" "medium" 0 0.31 0.26 37 157 0.99625 9 +"4073" "medium" 0 0.29 0.21 20 142 0.99658 10.1 +"2072" "medium" 0 0.24 0.29 19 86 0.99 12.5 +"1762" "medium" 0 0.36 0.3 14 85 0.9932 10.6 +"1775" "medium" 0 0.23 0.4 50 151 0.9927 11.4 +"3325" "medium" 0 0.17 0.22 55 152 0.9952 9.3 +"1560" "medium" 1 0.6 0.26 31 131 0.99622 9.9 +"3769" "good" 0 0.19 0.3 48.5 229 0.9986 9.1 +"5755" "medium" 0 0.3 0.47 50 187 0.9927 9.5 +"4011" "medium" 0 0.27 0.25 50 208 1.00051 9.2 +"6389" "medium" 0 0.62 0.33 24 118 0.98758 13.55 +"4958" "medium" 0 0.36 0.28 29 81 0.99151 12.5 +"3523" "medium" 0 0.37 0.27 10 59 0.9923 10.4 +"1452" "good" 1 0.32 0.44 8 17 0.99732 11 +"4576" "medium" 0 0.32 0.39 34 124 0.99286 12.1 +"5182" "medium" 0 0.32 0.32 12 76 0.98993 12.3 +"1179" "medium" 1 0.915 0 17 78 0.99346 11.4 +"1059" "good" 1 0.53 0.57 30 52 0.9971 11.6 +"6467" "medium" 0 0.6 0.34 3 60 0.98854 13 +"369" "medium" 1 0.34 0.52 15 75 0.9998 9.4 +"5795" "good" 0 0.45 0.24 24 87 0.98862 13.4 +"1836" "medium" 0 0.23 0.38 55 194 0.9979 9 +"1684" "medium" 0 0.43 0.61 54 155 0.9974 8.7 +"1737" "medium" 0 0.37 0.67 49 155 0.9975 8.7 +"988" "medium" 1 0.36 0.3 35 70 0.99693 9.4 +"5853" "bad" 0 0.47 0.1 11 74 0.99082 11.2 +"1201" "medium" 1 0.57 0.21 4 9 0.99458 9.8 +"866" "medium" 1 0.635 0.07 16 86 0.99748 9.7 +"110" "medium" 1 0.785 0.52 37 153 0.9969 9.3 +"775" "medium" 1 0.4 0.3 2 45 0.99727 9.5 +"5303" "medium" 0 0.24 0.31 26 180 0.99884 9.1 +"1938" "medium" 0 0.26 0.4 12 139 0.9945 10.4 +"1283" "medium" 1 0.765 0 9 22 0.99619 10.9 +"5636" "medium" 0 0.33 0.22 40 177 0.99287 9.9 +"1474" "medium" 1 0.6 0.08 14 45 0.99336 11 +"3236" "medium" 0 0.49 0.49 29 149 0.9952 10 +"2262" "bad" 0 0.57 0.1 23 188 0.9972 9.2 +"2881" "good" 0 0.27 0.34 26 168 0.9911 12.1 +"892" "medium" 1 0.66 0.03 16 86 0.99743 9.7 +"2032" "good" 0 0.155 0.34 73.5 214 0.9934 9.9 +"129" "good" 1 0.59 0.16 3 16 0.9962 10.5 +"6375" "medium" 0 0.27 0.4 42 124 0.99204 10.1 +"1044" "good" 1 0.39 0.41 18 39 0.99859 10.9 +"540" "medium" 1 0.5 0.74 5 17 0.9996 11.2 +"3219" "good" 0 0.22 0.49 31 128 0.9928 11.3 +"3183" "medium" 0 0.18 0.74 54 168 0.9978 10.1 +"1895" "medium" 0 0.33 0.27 34 175 0.9934 9.4 +"2631" "medium" 0 0.34 0.29 45 232 0.9955 10 +"1354" "medium" 1 0.645 0.03 14 57 0.9969 10.3 +"655" "medium" 1 0.47 0.47 7 29 0.9979 9.5 +"4963" "medium" 0 0.22 0.28 47 90 0.98862 12.6 +"3040" "medium" 0 0.26 0.74 56 162 0.998 8.8 +"4729" "medium" 0 0.21 0.38 37 122 0.98972 12 +"6286" "bad" 0 0.63 0.04 25 133 0.99271 10.2 +"5823" "bad" 0 0.43 0.11 6 51 0.99076 11.2 +"4224" "medium" 0 0.21 0.37 20 80 0.99076 12 +"729" "medium" 1 0.57 0.02 4 11 0.997 9.5 +"719" "medium" 1 0.56 0.04 10 22 0.9976 9.6 +"5217" "medium" 0 0.29 0.33 20 117 0.99048 11.4 +"3569" "good" 0 0.41 0.3 49 164 0.9927 11.7 +"1447" "medium" 1 0.63 0.02 18 30 0.99712 9.8 +"1394" "medium" 1 0.52 0.25 19 59 0.99612 10.2 +"4794" "medium" 0 0.16 0.32 7 89 0.99111 11 +"1664" "medium" 0 0.24 0.27 31 122 0.9927 10.3 +"501" "medium" 1 0.52 0.25 14 38 0.9984 9 +"3668" "medium" 0 0.32 0.18 26 104 0.9906 11 +"3098" "medium" 0 0.27 0.49 23 86 0.9914 12.5 +"1080" "good" 1 0.3 0.68 37.5 278 0.99316 12.3 +"2266" "medium" 0 0.22 0.37 38 195 0.9908 12.5 +"186" "medium" 1 0.31 0.57 26 85 0.9971 9.7 +"5841" "medium" 0 0.27 0.29 62 140 0.99237 11.1 +"3375" "medium" 0 0.49 1 28 135 0.9973 12 +"1111" "medium" 1 0.53 0 6 14 0.99593 10 +"430" "medium" 1 0.84 0.63 13 35 0.9997 10.4 +"677" "medium" 1 0.4 0.41 7 17 0.9984 9.3 +"3973" "bad" 0 0.48 0.37 5 57 0.99256 10.4 +"6471" "medium" 0 0.2 0.4 20 98 0.9897 12.05 +"1021" "medium" 1 0.36 0.66 3 8 0.99642 11.9 +"3674" "medium" 0 0.22 0.28 51 180 0.9952 9.5 +"6203" "medium" 0 0.33 0.18 40 124 0.99114 11 +"2762" "good" 0 0.25 0.41 29 151 0.9946 10.2 +"572" "medium" 1 0.36 0.24 19 42 0.9946 11.7 +"5960" "medium" 0 0.28 0.35 31 148 0.99178 10.7 +"970" "medium" 1 0.56 0.09 7 22 0.99669 10.2 +"460" "bad" 1 0.58 0.66 10 47 1.0008 9 +"4630" "good" 0 0.47 0.29 22 142 0.99518 12 +"5655" "medium" 0 0.3 0.27 22 97 0.99314 11.7 +"5365" "medium" 0 0.4 0.17 59 186 0.99754 9.4 +"2020" "good" 0 0.22 0.31 41 136 0.9898 12.7 +"3275" "medium" 0 0.27 0.32 65 224 0.9961 8.9 +"5150" "medium" 0 0.14 0.32 48 116 0.99218 10 +"3265" "good" 0 0.13 0.37 48 114 0.9911 11.5 +"3328" "medium" 0 0.3 0.24 35 116 0.9953 9.4 +"3925" "medium" 0 0.35 0.17 7 119 0.99297 9.7 +"1265" "medium" 1 0.37 0.32 26 51 0.99456 11.8 +"768" "medium" 1 0.6 0.32 13 98 0.99938 9.5 +"670" "medium" 1 0.34 0.45 6 15 0.9988 9.2 +"1156" "medium" 1 0.6 0.25 9 38 0.99616 9.8 +"2275" "medium" 0 0.28 0.25 44 201 0.9955 9.1 +"974" "medium" 1 0.34 0.44 6 12 0.99605 10.7 diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/tp1.Rmd b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/tp1.Rmd new file mode 100644 index 0000000..d224e2d --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/tp1.Rmd @@ -0,0 +1,31 @@ +--- +title: "tp_1" +output: + pdf_document: default + html_document: default +date: "2024-11-15" +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set(echo = TRUE) +``` + +## R Markdown + +This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see . + +When you click the **Knit** button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this: + +```{r cars} +summary(cars) +``` + +## Including Plots + +You can also embed plots, for example: + +```{r pressure, echo=FALSE} +plot(pressure) +``` + +Note that the `echo = FALSE` parameter was added to the code chunk to prevent printing of the R code that generated the plot. diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/tp1.pdf b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/tp1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..66bd15e44ff402403f7886210c0fb97a90345be7 GIT binary patch literal 153844 zcmd42V~{A#vMxNfJ+o%k*tTukwr$(CXV%!ZZQHhOee2zK?-M8Dd=cmVy#1piv%0dg z>gnhwv$DF0<%C42>1mjuh-VjvR-st&=@7oxR0csMke?4?t@6M(IImm$12LLoerLdg3bgk zhMm#L_M2(CMOnMhIy05Cs>4NhDR6t{;%J02%g4jhaY=DH>SQnqwN#ML*P~SSmISVd+$6QH`<;E=IfV|U{!uOtTEzydJZFA8ZMTWDzSwVY<=Jv zlq(+6AB#XlLpr^hIV@67Pc=_1E!~wNF1c@V8x!S(c5_a~2>_y+(c*dy5N)EQTp!ak zzmfz*Op3?H37yOXqL*A4y`?<^$5Gah32vGVZahmVG}M>`=)A>WerlM1u%%cqc%n~#4IANwv`?C-TZ5U+t-e%oFP+3SYfSB}*Mom$~Xcl)EO1V8&78 z1Z9sbLzANeYJT1KX+*W^mbRQ7Upg_~ZKNo1p|Q*vVk*_BrEX4`QpI-s2IaL~?eqF!B0qxF_5)rJxd86Y%IO9p75Bl&kO0?&W1HS%)|_UkzOxCX$9iFh zW0t@jeQxPF;E_nQNqy=~5V26weL9t{9}6(UlOfszd7&VVcQMl}p_dYe7CR&lC)q1< zYE4bcc`=D<<=r>ml)lq5-vCq+*fod}r|^%9;Iq17U30n#?*(jZ&0(`<$0KX`lBK;g z2T=NQT7d#!L?K)$dq1;8h?XcquCVk0{b(+&C!{`l4^NADJ9?db5Mp-Ds1cQjc{J4A zy8ieLOvU2z_IU1ip%Weh{oes8 zK+y^a*t+3q(*0GK7#Z;xnCY~kXcdedZJiwqjUDm+;oEEPXNjI-+}xq|3#984Udt5>3<;kUwHik7p;=9o73MeBDOY8 z|H4*;0gr*{-_SzQ3cERpDmwjrxc^-H2UkH`D_aLeJAK1{wa_{$hzk6DT>t6+-;k$g zp=bSHvCk?}laAG9hS}=TjW_PVJLF{DQ1MfOEMy?8D{bc+z*BlszLG-p%{BZWqOH^1KGkVG-EM_1NxcrN7zo|>crI$)gx^VwBz(`<+^YJR>f-eF{kf2x z*?g!_yu}A;`SE=EL|5~4{>jqma_RfBkGKZ?_H>Lu+V$aKUkRMq!s%PNoJP;`600tl z-ix_ZL<7xxc!?fF)xCIB-a#MnvE+$X+`L0c&f5N>e^|4PUeI_f19M>UW-Xx<`aOW_ ztSD8vRL77fza)kpte}sAd;h4Mi#FmzI}}pYZZDO5)Irv)5h5LE@8Vs|7P9BKO(Yw* z9P5VJB&Qa2makAgnC2Zlq3P9g3q!TXlm>M#^}9i*v4NzkIHXgX@~C70S6+JPa6ym3 zAuR%$FUuklbzI$L{Shsfh6^}jNnnW&a~Rp5vH}nq_Q8EzNpQP5`F>(=K~9nRjfv>2 zQf*iX#s$^~28dcIk#^+XWCtyluR)^}OGqS_3$e8xYgVp8yrvA_c17Z?Y9tu@SqJev5V%aEylxCTK%m@81pGhq42x%%Rz*rW{C8|qtEtW-}i(Uai zWZw@aVn~S!=**&bh*nN9rOJPTXN}ZcJ>~+e?;w~eg3AFJ{?0L7`7boEO&JRn7NZ+Y z3O;4`6h?FHV1Nft&rJ-7N}P^Rw8Cdr$RY^PLRw|Wx$H#ej?}UI%%9}@Q;-^^$c(Vf5r@M@_8nraP{Y{qSuoAFI z6VaU)=q@S*<;*23i*YUH%x~-{XJvWl(GMoQ)P;ab%9SgLQPX`y^mYY#p;CQk zI1JJxGkzvba*RUk4CBv z!!;WV8K_4|Crn=fL+SsVG@~oC5xdBH;M4l10pHn2GPj8=Cbp22wwY~VbEK>{ zTQ1IRAKh}^Xh5-I+e|}hc5QC3P>=HfAm*-}i^q5e9abW3pF5?fPwhF&O4G{cf^RVn zclb?f6W3sR1oz;j`5)gYC`G7>!tm>TO;my!ZH0xXM%Em1DU!VL%aY2+r}wN~_EP@` zvJ9u*LzV0dMptb?=j9xqa{|{D>Y0F>726N4Bhh@H&m3)j-SIBPJsC=#9YJ@cafttOfv0W&?ym3OqFMIW@3N#j{>QbxFbCs)D^UgYB(B~rvi*v#U&oIFO(s5R6eWb! zGUztmFl}cZx}#|Xy3;9{_MbstY3rNC=q?^o)|gjpy{ylM7N(7|>uYcHP0(+cA-6SEro{x=eJbY|)l(ZtXllJ(2 zeq2AFS-O7hL+7IN=FyHfRh>O__jGjiq!M|Zrk3~u(l@{o{{IB(|GsA9|7U$>^G`IR z6*6`)H#Ghmy`X4i@EHFqUtnNn|KBr)tn3t5CB-$g(3vjQF1ZARh@@FdGX)?q*eelU4zD0?SEVbPJMdfBz6>UF~pqZyyv3yit7sKeIC!va%oW~_pfVOnCN3{+^Si`EwW>2 z%}mnMbQ049>H!QYiH`SFnqJT8#_;S93_)C&6OPmS#97E`#l}r*@1fS_r~uj*fN~vQp;LOa z01@@w&T!uLzuUcZ6bARHOerfiH?<@Ib1lhfPjB9H;d}*ky=D};w{DK~-5wIz5}fD- zby#goJc@+|N2mAg-e8V%Ltk;hzny=hA$}5dhtVbp3r!SD;Yp=5X^tX?fu;+D@V(|{ zyuuHB7p}FXgs;CM&ZejV72#v?`TPbTqd>%i^faQJz43+~76pErikwSN%l?=N`1V$9 zmHHkm=XoZlnx|w=SnU9? zf-QgK&5+(vJ-`X+AdCAnY7wnK8}ww^AYy{h`^Ih=*l=kAT6&Z1fV~i|gJcI%cM;W~ zc>PNd{SXj2@+0XG(fUOM;@yZK5%DYHkP3m!`PSop7vi=>h{czTYNCJ%3)9OMZl374KAxeu_=1Bdil^b{sDXqWHT8loo7CB!9*P25c^FJ?l-Lhet5 zZ;gLNnoY1p(1n*cCSnBdz@;v=Enq{Ei@!tKBmaj&jRJ)17Da_}k<5ugOWv(GOqEIL zQAw*Ztwt@+O~_vCt_(?MOf0-=P+p@*slZ9;EM&fsL3vGtU5Q=Ly}=>!9`r~Qg=#2l zUvN)8g6xCLl*~{ms9e@qv2D?LQRH0xoDEixu^4n#!Mv!^)-14*95o^$TcS}SMDeR0yZ*cLJEtD`jV;`)-v;&vJ1qW9v$ zVoRB8+0Fu=d762U<)Ovp99zYm6P$I-1om}S0(R2obrgY=${6`lfr4k5U7E~_~}xkNBUwXX6G+w;`XQZ zz;;HDVGntaV2>-0mq*BVsxP81ocFGGMKBI9d@xY3DzFyVyAY}YlmYFKuaKJPsAz*I z77S-hZUz-bIJ#+88|H3H0Tz2!b(48Lhba`paRzC|Eo+Z87?uWBN%{)mzod{B64M8)jAJzBsROB@sXM50)iKqEG_4!XTi(sAZL@8*%)CcJ z43Nzf%@zzFDyq_{SDJ^P*R}4ocG@aVTxPs&Ol?M5HVj=Cax8ESdiuIoz5@db0!QF4T}@4zC5p$x4}vRwr@-Px;LIF28e*ZR~iy;k4Q(TgQBBqJvZ+=m}tAFxiM z+s@k@v@W!ZY+zc1TDoi$T(wf^~{+j}QC5O$BGp;}hU>VADi8Y0dj7Dbv1rw^wNzhTeI z0-JuE_bY0WENQj6rnyGW0k;LWO}H7SJ&`49BS|LZmT-~Y&f!Ym&ryiKSL#Jmg3c*< zFIg_?mVuVu$bBZ~Ch6h^PK{5qR}w=khWub?Vtil-ZJ2C`XegY>O1;uzA%;R?HWplq ztnV0NTANw)8x*S7VaPa0QA~UwVdZ!c%W=q|v(;-`yO*9Iz4w0T(ec;l)1K4(qgmUm z=Tvku{;oV*UR2?sdQn58!QDMDY0XFY}5UkJf)hf>%E@PXk0s)XEmcT zsj|0xv9Z~LL#9eILyNodyS~d2+)#8ZCY3YwvQti9RlX&%RD=2{ z;z=x8Rob)44>$C6F zdwZLBL0RM3fX|-KnSU6t_f*W(6m=UUtBOUd)ZS1}jAd9d6XTSkgX4m>ArUT_z< zRUEaB+}0rb!}F1IWsY;Rc#@sZ&(01P47(&fZnDC;9jjKfPdg}fZ>2~hGK`d({gHGW9G1W?MHkhFQ|6aY;b-bObyjPvHINHo?sym{4w;blocSU?;y!`TE`l{1D$K&QX z=jOQ8>kH&G+^i$zHU4?@={&`M(;o_&7J4Au5FH`$CZ*-od3E~~UrtOf8RDh<(fXJ? zTyyPl`(&U)|_MP_Wf zsk@=%P4hW@!+5;AE{T%O^#OhfdieOCi73-Qm9GC(jQ-E&0X-f)3k&;ya!&?4dUjSu zhX1I4>pA}s@fhgX=;;10HyIk+o#nK)Qh1^~?N)}jvUjhqZK5p?u(Sd^?MV6J{;D#! zyT3P|2ye3ArZzPnZdA3mN>X`EuS~DDwVlbtlb0}rCvl|x6Jp@1qbjASya3!ml|?;~ z!Bx;i>3~T1q09n8 zywha>OLYN2@u?y^(~{y*`VAlA@~_PeCC@Dm9u2@a)i$~S%=-j|v2(clS5jAL{T%C= z8hvJ-**20P^DPffF3$}NEo15J>%qktE9e1{ad>!KWf&$E^B_yv61h8lXAZA`#_Vc9#&f&G& zVgx`|?z{T4{ATz0s~RtlCcnCXs&D-Bo-x$MvrXoLwN0Z%s@}8R-u775*{pY60Dk~_R)kYq*x(-)|8L#&pAee! zS9{ZU7akvy-#={zByct~+dmboKRz2KF>o}?G}Sae;}9TfY8!w*`L1srCd+U?rzk=w z#ze%6i;P1_M9Fq^=#GsoKYUjK zw=LfL%edYS&LHmeKj0PCIN03SUf+tA`d4~3cP$skHZqe~aLdy+e3*AX_g`}OpRvg|-V|{Z^gdn?z$LHX+b|Cnl+F~{`01cbEOT0*w6QO2b zyabfcertQa;aUJDE53ui;N_pL0zde86F+!AHB}e5>QktPX3&fEEI+HwKdF%c;gqB6 zim^w5+?BZRu`9m5jIS*~Nk4+0Kd96c=ci`_qkRLQdPWCFAhiy4cD{T@rY|2YY7M?u z1V3~y1w%j7KREgT2&a%tf@(TWOdr?=iOU!&$F%Zn+Hlfi6HXfb)TPv!08Lr+TQYu> zIW5v)C=^guaHEA34oRuUjJL9oPGob%Fn#r&8)o9wS?%qD62uF%w%QY+&ty5K*8L!B zd7dqI7(yo3T-Mj|F!kLc|R0~s>=t26iWBqJTPI>3^C8(vpmQ<;KXAB6bz91m2 zR?M;CnY)3h?C2ZQ@T-g?I1&ZC3-i*)x4{X?K+Dz!r0s6;(fZ{u|zqXqa37XkL73!>1U z*47;5^I=1q#%kQQ35OW4i5)f_TQLxx}-YVmud{eChTo2#@K!0Z2R)~GomKYq3 z{eC}e4A3H3!PsGwzCMcAMc253*j9wB%DI(;>ShA<-f~{6;Tn9BXEF zVR_VnC$L631HCSC1i7&ax^OjnMDODE?A;s9&r+664d}!c0yx>*o<>sbW%(7wOR(Vh5B-#oWmLZZl{j5H0>_el|w)7Ein zcJZsxWRz=EkqpvScF4smQAGWw%z?o{^cg~xXus#=@@OjN~Sau2$ zO2RkbvTle6fvzcXQRyD5MJk19B#}}huEI!x9>4 zq$z<96h@*4d2tX$sor{KQ?jV7BTs62XNyOPD%J7~%|hfTiRlnW3gvskVdV*8~HTM#ub*$xf&+L9%Ha=jxxRe^k^1!2K zM>`lC6Rh~&IekIJ%oO=p3RWRG566@$n4uER8y#GCcWK&3@@Q6*8|xIkkqWE>o6)cK zl+zRhwyLmTCTr!s7B_PY3X@W7OL}k_-U=+VJ%2w!RO6_va+r1UhMbxH#KPW&NTZYE zul}ylT0nN)ZyZb44$KQ_ie?CFqBk z{SXLBLQVKuH;C%O6lO5AP|qrMWV%?NJ)Hz4T0V*m&sI7W>J?=1BBn82;#BW!Ga&l8 zcGB+M_W=CEG*>P{bCTustx(YN&U8MxR3eVJ1lJJCHhyPm#riXboMDX){h&(!NgvjQ zh2Bt81+c~6iE%Dn>&$$OTaY7X-jJ4PJS}kAASm?)canl|$Y3v!Yy(JH*?dLWmu0^u(7Sa`8;cYm; zz*Cu>XlUUIr0BJ(0_cMw7FkY{(6WU$vDcNT@=sMVat4YPLnC_bA?Ayk1BfmQ8L%Y% z2|ix^yfYLq!E#GiPKLbtR}?CqBi^1+=uaQH>iMIVc^}qE*B#0U#Q0{CD|fU;eN7C! zTZIbxO-%Ci#F~cH>1ukXq9h8ds`x8AhR(I+N7mBdX)o-)RW{a*5(3M3S{%xqmajeO zX(RdQ#rIs1Dra$*{HPcul>WS-3-iV#C` ztc_|R3oZ@;DlW?chsS@q2k#TSx@eC*;y(`J^w^+BcFXbL_S_LfT&unfT!E}}Y0HTl zpuNhy5;}-#r7%5Hco}NfF|h~}qQ`QpIWV#x+=+3y>m{p&SG%*~DQtt-B1S2+UXN%n zgxr^zc*FZF%WR5$4xCf_sGBP{8?lFhGPNOk+0P0v7w(j=H~3`ixccSyAFnsN zczMX9c4=wjx6<7OLxDH;7(~p4gb0r5L|60KjnwYeEG7#&{Xlx@iQ{aS#emHuTG=2)SH+-Sn#|i##BIKJ^;A@ z_<3A`v&u{J27#mXy3oy8}sH9p(KjUxVAt zJ;!uUYmrF7)N-MISl~`kVqOAYxO2-ZbO-oQ5IRR6w^X+tEo!jB8rLamtEp6>1IdxA zfLN7HjkEJGf&EhIQw%ni^@A@E9koy2bcb_ZIqD|2#~`aX)s}~1MvRNtA}7&+IfC}o zLv4F;j{vDwmN14>4;t^wBbI3Jo!DLmQAMmClVLFEei7Y)^0qI_tjILnrZv&9YTluI z)hLHGlDfD%eR@al(I2#INe@P7p{z;o{c^-=PSj*lV4Bd%3^c6SZav3dsKP3CP|clP zzGpGq^(w-*J#6!T0(y#r*6FaxY|_7XpOiX!%R@E8S#;G~L^3bT1c%P%-r{_}Prq+q zmmVHKH-mC}sM;m5*mjV@Vj+I~#6!)cLnXFcqBHShTv<-38bz0kS%aP-W{kOBu<yAfvdQDD#}XQfy*X->68l?>k~kuX??H;? zJaN&A(1fCs?52=y(+e!X{3MQYuHUqp@T5aBy`HWkyPMn^NoK%3`*O5096z;u&KHf5oDuezFg9iSek(-QLe8GSX+yWv{j;n z=YTa^5H)nHEFlKb6T=|(hwa(UX~3IS)-hG8X)&?-#Zt~fy1MTw{!6`0q|(7nEgp2t zFqK65PmSRcvTgoquNkKxbd<*o_uo`*2BRq{jh_A-oYS-!G218d-o`iAN;BOuXk4$< zy7JG;JsE1pz{4m0)o+=3;&;yGy*^+Cyp{W4L;|pxcZ+n&3WnvWlC)%T;;%=Kv(52q zVPKQekx`ZnJ32}dkR`~9X=T6EhfL$z@jli4ZHZ4e@z~YteW2!F>IRp&U|vXYRuz3~jk!V5x+8=y z8k%=Red`H%t(bu$YjTin2^j-A?iw{Nb?475rEBmO&HSj#^w|}w7DiY2-Z*Gnfu!yk z6AQRU)CksQdOTL6f=raw0( zaKmgDRGd#IH7uJyrn#>UG%6#d{ z-QyP!fV6}&m>w0nnzDdub9FpPt@K(k+e{n3T`g3N1P|o>{8^I8n8tz3L<&Z}&nu5U ztZV!5X~BpMD@R6{4pL|3Dc5Uf!$X&U{~G+finrk>Vm7Xd`L=1RH+sF2`c5FiY=RT_ z@yA|VQNV^f(;bWLJ;v!V&T`}97SV;1NwisIs*A_3llFVvy~=kuisM;hWT6PfAiLWb zW02>t*xq`2qt7!%TnP##(olpWX=IlA`}vMZgglN-iR#Gu7X|>seGvy!aPB0JoJ`4v1s6Fge!~W>;Wpd!T=3VVh5ks}G08eW| zExcV-N5!Y$_%jpo^J9b}I^SLU-*-l6=>^3!^rX6~W$qy^pqQ3BiX4Y#CiT2yl*x;g zf4U_t@f;NNdR#i%a5P_IFWn&?Q=yJ@&ei?rP~ChK zzgfojN7aMHq^0scus*7aq)^>dhf(s=n=lrvPFrUH>9GR+I|yfF+P*I63@gl{PX@XaCxTTs@|f_Y@?|hHj$-G# znguPB6MDANsXQI@Y=Zz6G1|B?+ljp&fZ7u^QE_ikG4yN3C7aucTJQ7FU)DnB53mFc z$xXY|pao|fzeIUt;jq_owf5wd7Ta(BmccEgNM8;mCK=vOei9wz5rf+YU zrkQ?n8?k+4?Sq1zZKBjQpKZvNC?a1-658s5QeAl@+HKEJXs`MQmkPr0xaoLZ)9}Ud zi7N!KJAQbnGJ=)}{b(OxDQpj6=`nBhhL+mQHgP}jDwwWL3nwoTFtxiPpV&-AaFlAF){rsu=$_*3-K}C0a!~2@1d-a4uaj= zGP&+h{qN`4Ju)kK$za75+00vadXuJ|JMxCrL%*1AF4Vm|)V5k{IuWj}#Sl#) zDhU9RS7YijjSXbZ2iE2y& z9Q5c6)Ocj&|kYMw;Bz4H6Qn&L7_O`?4j}(a|q^2lR)<<0=!D+ zE7dxasn}*%bkkW+e2_5h`XxTwaJU>{}Oz8A7z$j=@I22+@>PasH}7&96$#% z&Ln<8rFJr0FOkrE@H@D`4!6`GCa_zSy?7yIrr`X!e?Qo8xe>i1dO=Obf^5=ki)BXF zsqy~PnCpC|nn}LyuG=lYqc+7uQfp6EiCyN^5-6XbZi+8tIZ^_y)(HW-Ck>I?5~F+`m8)edPn z(YD2KE)>3gt&AE=@l)M9+sXdkwu7RES=on3qGz3_&N()d zb?ShltT@S&D9?)SWTd6JmObm_8a*?e@|?-3i~x$^l4V;@Z-rSM7MTFG8osrE1q(Yk z;W`tqPf&XBVDF7qnTs826haCMbdS<1H*97Iy34`Vg;-CT!Ir@Xm11gnr4T}g1aQyw z&l-g0h47M( zfZMNNr8R!LSwF?q%4|B#iDAx*4$&)#m zOabXh!mGB8G#MpTFku&7Ze6|3Ay<J(8j?#gykzW?=|oJU0$&)y-9XfMe@~KGHc9Mwyp=(|>aVYfl{Q5edVziay90Js zEuH+20wS)nB!K$MmV9zpCNW65D(hU*@uA7FKbeQ&8bBRP$Pef&C@dkv>#?~bjp4d; zx`90W3>v6Ow8V)_)Uak34b>1lG-zCFhtmf{$@N~%*0w{=5yvseX!H$1@9Ae+&HmpT z%}$Xql%YHd=SyOu>2#`|WEseg5pCP8Gf6#C5?G;Yn{#E}8Yo!LvdRd+osCPe`8lT! z154*w=+ymV&W#`4Qm$QSbA&bbpRh5D$@gjyU^L6N&aK05oQtr1^h*!%PtTxysvdKGqzr-phl z_oxIW0HO%Q7lvQ-2m%vQZ_sovOnq#P_qsyFosjTyDm--{dW5b*8OP-gTdZc$obbe+ zQ%eLTBKD8!33Gtoa3dFJA94YpX&gJmk(_sRJSrx!?R~ke!^08qX0?01A z3l{`k>p!A$%w|?{&WzaB3&q_%SbHLStUiO*5RyKKW!134aiLeT^`k%=b}MgWPIU;) zA^S-Mb2Q6jx&(@|yTU9AckoBY*tj%=LdZAkr)LUA*48PByhSp5Sli$=BK^~j;1jX2 z1!g7vA;aZBL!U5La4&wgS+&bh10jkWj;^gg_yP#+A@gb9+Mry%2uIRB6G?p!IUV}k zW=WT;Nzi95v0F0>5qbLb4+xCjv5uDv)7{7md>lA(iZ0yzd*cPx3opTRB8S?V9GK*C z@>^+Ozmw~9S1uGsCXQ=^b+Fcx>~l&-(s>;Wn>lH{N0T5d7&6?kQ1Y&ZqQ1u}Ks3eF zj&X|)fsNH9g^^nd+ASoZN1x0Hxy4B9+fR$5=i?2xTN}&M^raexkzFMUm$VaGzJJ3d zWobRbY7*GDi-s1wAGkeA_-9?<51&>;c4zYu`3uD4E$4a~sU?uSt}pw}YHJToBIM1- zw{SH4+B9y$AGOd{6CMMA34N}>=8&ILhK{E6CmvW8RKTL7KnU2P&E_*lbaOCEu%q5A z`CYMv;}Eb(hVtgOlBKQ&IPZF7f(YNH6I5;jjsa}2L!YCvSK?|rk+H4q!-wh=hd zFjYzB#3(A^b`QC{-~-K=;%L!EG5fUOF!}Rj9^`0nT^LcgoA|o)8;Xm5mDQw(m`94T zShl)y-@?l3I-F8KZh?!zgmuOLF}75eD`@H9$3T7> zQ@_N^Q9ug3sqF=ka;tP7;&F9t{uXGAXDBNdbB%{XVy93>W(sYOo(Wwo>W(n$f{0R* z!hB8c^Mg$ZC3DtT=D5b$r<_kJmXWFoYG_-jE;3c}#IpSPeTf37Uqv;>Q~a^dh9_eM z1*!GgqXKWv)>Y|q?p&!Dz&svNvc1*KYAq&=7V?V?Lb;=kSUa4~VjCplPDn}geMg=Tw(Nf@e{@_Qlo6fzh_x)(AK1`+7w!*Q6=Muf5 zy2-%lMjj&`Z7ec!ylE2ciqz>j2`brt4bkSOdaC~@%wge*n}f)^dCqANzfhRByWI}T z#IS}HLd5fyR)*jV>n{vxhz=&)q z(tOdXZPO=irtIo!P?4E(*y*rFU(h<6GB@qppIFi0=tQE)XH>BbQmADI(9R@RbVTfT zd)ILJ<)LGr_R^Mxix6W^uS5JBX}-6JdMk%C!9yGf#WzyclmD|WI&4~~`J+e{T;*AT zUZTpJo6(|rOW4bIwlC%o%+|Xxv(z_i`G6}fn(?mIM9L{yV<*JmOZ~jG+@H3+d!(kB z92PHZaW+|}@tIBDI~?FLL5j(^@a3@yJJr7MNmzYba*=qCo0$hA_$83A>UtyQtSN2z z(Z;K{^=b^VNzbh&BrOL0F(M}vJIJ0ip@vJb3^`@qpOJ9Y5u)F7n9A|q@2(v@GPU9; zY~rh7FjOdP_c5woi@W7zTkbtFOYttLgsX~w|0NIylxp(nQx(@p$AdZ5G?@c9i@bkN z4+&F8_NcWm1JU-HrC+CK4)jsF^~8S0l|8tETBzR8RxD( zzL&^`^BHptr^_6zgW-aY{VjupJcWUAHo!?*oz5gz0rck_>WV4KY;jwCPw}Mby&}m8 z6>N~iOu<|bA6J-QR@ar}QjSca>PLm4p}|Y)dWi z!*f=CL)l&|!Cs_bsQNJS|El3N9kE(}_m5!eb(n<|_u9b1v>lH0)bwM?iBczVjT;~; z&??O-F8=J$6wq8^#u^_;ry-Q@0FXma0+jjHBu4`h#sdZ0&-mJ=3FZx7o|;qJ!l=3Rl;0XZUYXG9yzc9K|H^Vi4&c#rA`SL;sc^1?@O{2T`6;i40 zMj?lbrtz2~zuqyFchAT~+CtlyRki#t8zs5PM-Ad;z11ZnOHj1&OJ$(X6Cf*2#B~+zWf!&c#O%=RRi2Gb92K>EsYaU4jW6!c8Y=fxOoL))c#+IRo5Bq%spHRSPNd}9zXX`s3{ZVL|6}5~%JaDE=z`aNd38Nb9ZvA{Xvn* zL-Qx%!klI>0a38CtZe5VDVN_C;QFIE%^ld>wV}3D`nbCisw8X{P6BRPxi{J7QCiwc z40PoZgp-}>*OrRd_jIY?lt*pWt5fKn~A7Ph^gUiLGC88CcNVRdl;b@QBjmFfa%Y6B9hT~tYObQXdSLcDp(wp)3EVWPr;QcAqyAa8aRz<-c zNc2r}nL8%EO@#88Db8J+^G4uINk=Vw2r&1M6e@NJ65(DHjFZ4c4ZNLQH>{{6xy>^b0CWl%t;7c@pJi;3%9d(e6j?)onvBOL=@|?Wy z!H8Y%f?f(Vo6VJ<_|Tnr%7uqr2*z*U4Y@w4@f8Oejq&q8@pfX=;q4ve!V=MLsH&p| z6BEv|p!<*#A$>=FBsLb#vrtUnc4)BDnYu3ApN}Ly?#z~Ka>O`|^ zyzC)?@Fk0Bfcr2{{f^e}1nyW@htg|du_ft$srqECE`t{;QIOYvi##4>6i7D?YQWk`3(8lOqtaT=Cqpt|N9o9K4l*AGetB@{z80ssx_IMsBZMcXU{srHgRm}F zKLoQ=5-)JDPd-5kjuMWA?Q2biW07-PnaAK**L|ph3Fs8@Z0ZMItYZZX6m7Wzg93w~ zUropFXUAPx<7#uYPeHq;p_;bNc27^G61dq(d0-n5uqvzwzflHd28k~M0$LP@D+*8# zeL)EEhePgk7+Q>ZM96MAWgXWNl~)^}e+A@UYTqf)r#dsGo9CxM@BMul!~ywJb!4{r z_Q{e$j_H^TFrzquGuAeB)gd1(l6_mP(7C#`QHtP)i*cl4e<O4vjF(D06&XH9KZ?ndwgFm)V^&vsdeL%4<(te`Y%Dd3|j14oX3@gd79dTWUUH+^Ui-cH#;WZzE2Vh%zW{}WUIx6 z-%j}Ejki~^1VNluKpq&nvI_o@X7mnG0HgMB5|!m}GJe?N6JF;#uBu;DGHN^9*ef z9b`9~WOV1xAe`sCXNTF0L-@)G_fef~yYQ4@Q+^(gw^KyhYisFJy;cA-x~=osnn)f+ z!G!jpR`MbEF%CQHj%&Uo;pNl8q(07hKUo#w929(X^H=Ey1t7pOR(|4gXTa(`5^hSGDmmWSXi9wD?@c63r{mbADmPO+#mZyMG5H~312VZ(z?$e1=hDbS8`xVH|g401&@ zI}>n8hZl7NC`k+=kIT4%s%#9P|JOgAF<%9*b_Rql2|XhI_7IdGGMem~J<_>E#q=oN zrS<4>wcc&|p)l}84IcLOX;x0|1z1x;t6~MYY*qSg*;{RAW}xJ>nVPXx?L{s>IXn$d zG$0MP6>Rzt|&`~Sd2z!fxww1FmAU!dv5SaCOF3{>gDmGrPJ61W7lXS`h0 z!!&9*Zn8n_iO@*@EiKV=tp!nj8baKflFFPu*gbT zl*KDHs@BFiO{Oef-&R-Sc9eN=GrNga#SvgaCw+xccjicC-?0l}s5FR=iq0((V3;*F zbrdC}qx{ZiB*c?YS+7VE{i;O^$>`(Tx*~w@-Y$S7 z9)p$tSe=~<+Q)sH61X)GKgEFS(IFNJoWpU$BaJ6D$p_blwWiX1WA?C74mLZUKum36 zU>x&?5oNCQY_HFBfMP{=4&pyx(%~$|uw}K134erP6%sDZP7rl|%oGSwm4R=bSiq+G zwZ1uP$(S>k+rheicgsi4PLAq!kd_3?%P;jjvYa!bWhqB$tr9lY!KnyNq!o^~`=Mof zYPV68eNo6Q({-m;U2DV%-PhiRRT++PM-}>t0O=b= zAwdn3IBGLZu)=MpcDQ(V7|;4_yq)ou86ZGKVy8OJ=ueGpjLOrHh6e-!)2AzsxIIufdltq&xQmfTzodbd3WGXUMKA{si#j~ z8&QST@#7S$UnmE7tE>uz&Q{h?8Q^&_`_jNT-_}yb@4cqWDB?N1g&-35_J zlxqzDyB6K0s*mAAHeqdLD6ugz-$Gv8puThlFbH}xZjh4Q;mIA$OYdv*yvlamg7{6A z*+;GmqSW|s^yN&5tuM1z#p-adUzIUX_yDg$ZMwIxEtL4lUNa{j6j>_aqvbOB2zYK9 z*S5A>SNs%_ilf>N%JpSUrI{b5rY~$>F-)86VmlEExTeZ7?mKwFs? zUB@}g8(Q2=DGxCz(6Md;0vVhQpj%04kCnu2Ezo$D(VvTTa8Je zCQlD(eaKtzQ$b7RWIs-ovbQM*+>-vI6iU5cQq+$9TRc;e%Cy7s$4ff;boAU zgo4j>z6#rV`Ef5Y5T8I9Q~<9#V3U4pL{l|>N+;1ggZ@{XILtBHVxwJ>Hx$qwGqNVk zhC%Y?LerGsV|`dbU;7=KCB?(OR_*5-*p_*YU-4{pW1o){a9^uSC@2IX@K|<@FC&II#coiR3^_HG%9H6n|P8G*{@&GV4`FIKkj~Ss`z`UfY z1^q{b^sK_Cd3E2X!p@U)M{lrbAC3!f;YkTM%=g0mMcxGgq{o9sL{)qh!Zp>r>SkmS z(!{~4--a|(gEchcwff5*Ky)O4tW35p4w!0@gIR6MBmwrBb67Iv%{)bjebeqfW`at! zOtAj+EaCSx%@UA=^G{d!f@6*yc=YTFs_^`cL!K&q>Un! zpfg5ysNTI4HgD|$R&G|dHfG9`4(=U?k3^^Q*LC!zcA={8;@~yrsh)#+CEu+K*n^5q znCJmcc#60%qsi)!Q1XU6iqRcCDR=#mc!is;x+`}2qQqd`B*`P8>D}HF^^T5#T7}k^ zFdnk<5N>G?k3}7g??<@|pvMD36hQQ>(% zP2ohUtt`kCnnox&ulFqL=iI@8Rqc^2I%7-+vg%DxMdcP&P(TmN`s!sg#`R6^%LYoA;+KdK(4 z7TjydYMt&qyHr)>0u5gyN`aj(hN9)Hb4}vKxW3G<_pb{XtKY&Whoq2QkXv0W#pfC$ zR~cS)eZ*LVi2F)Oa%zW{FMOk=hYb`1g;g8P~348~_8(Xf3 zp@%RBOIse<_F|+xVO}^q&O(HS#!=MdTE(J@q9F3U>YL+R zR5Z-QGVQ*IME*}Ynr@Q2clfP^%3`LyROjqE@f8OtdyBz9%%tLeDUCz5%Y#(i(;c?t z+%`9*fIJ8Na$*@=pV$&u@gYHoxmD_HjqbMFHJ!S2qjko}9DmBIlp$ZBsch&%2xQSh zzvJZu7J-lHIV(a95QOmfHc~cdsqu5gAHRAM+p4n~i1`)Xb${x*j^K&n6L?$K-Hht> z^S3iu-$D^ys>oSZ*`~)P>NUmp>eBJnr*Tviwrti+8{+b3&d=apgcI_fzcGxa-)B%tT=ln@6b71HFM-{Oh zQ-5gsC>(SG*nF z5#jH|7ZL$T`haIWp#X31JsRv4N_IfeP6_Oay7Eo$78_omjFA{hCasIq*~gUWAuXYcVXG94k$OrIOaH zoO64?g@>oS+q16yzsF{kL_4PKt8pz zxRz}HiD6h&@eqyDQpBZp1aeKha74%x=oKSwBc)k<;?^GK%QRBlfF zl|oY2^1%zMJUC;M=LBc9b6IdkT8!Jc=s5PWBo%n#Z3N*7MpWd0b2O^2#T$FIcci%) zHZ+J%$LV&h38UZi(d!SX)B5LRK6zJj3~% z(5qtb4)d4`r9*sB+!mdc4)n9kbl15TSKaEt&h%=m(>k@;qeE!$nla!_A-ynmh}S`{ zEn5JF`yR{|wMn9j>Dsz_{eDJ~A$LF*oly|UIZ0N!3c>po*54?Bx#N%c>I*6zT-4*!lJY0_rrYq46{Sl9!|OR5-F}D5_G&x9pmzf zCmaJ+iM|$!bg8~NlKhRun4ubs?ISxYaD2&`qN8;f@RGk=?$-vGx@=ID_-?4R%~PFs zXkwi*6LsF_Yn{Sh#_ovwD!-EVEjq~}8fAOWr90AT@jiJA+@alR!_~XlFttpmc`n3u zphxsq>(^7<=K?G=VDde3g3(%%A+s2JfnGjZFGU@bZGSf8BdCys&)Ju!u^ZmWEkucH zY(?N|7r6_Ef~R$KhjLg;P{(Zl-t{`+P;A&V@#rcGe>u5~f`cko97u#_eH}MD0`O4m z#UbcaavubfYhN7OmRX)ovSgeXr6b#CFNbgWQBYk#GOkncgC)vZC4A}xY87cw@|j(w zIYbWtW)Qh1>ZpQ?31^dB$3rX3BpAn3dFsB}X{(g4H9eX-X0yM6Us8u5Zcy>uJ z&n0|UDHB;1)Sf@ckP8NBnPtHZZXAhVVvMVR?z3Ws4>of>ePMp$kKBiJV z^qUG(Mj>XWZCcy>AZ@(>KN5?S&oqiM|4_!b6|x!2T?I zZhVKgA@OKsw~R2LG$6uSQ`ZF#taJn|$e?2~<52nulm{SOb_2rCz)N%+1G&{N2E{Cc z#TEmg%W?#aOMJ8U!lqj$SHmNA<6TB}tRI>IjfJ67E0GC4Y{JQ-=?cZb6m#_K+fQfS zvJViaSVvK289@l_86oQ8paaxe&7iqG3AQ<6fwPd^R}mg|Oe|OcmS!=r!}!Q8Puy|a z*Ki7kHlp5=qy^iR8OE3pgVJ^L5&6VfPk}%-1)%XhtnO$!Y zTZ1DNMN0hOBgQsk#?`mD2bEA)`1#r(ws`N-hS$(NvVG9PMLh0K;|nY|mMbO{Izr2j zPRZO=5ea5Vc6HfNBf326ct;oLe~S5~Uvp;nwymT>QzEH}ht-u9b-V&387+~85Nc~t zulVtSHkF^R0;<{c)>YWH;zJmyAReuHO;h?Z5n)Tuw{L#W8~V8!fhB+IdgNvMH!?B& z<~mvtpE9|&n`M=VWATee@fW%y$Cv+si0>V3-v5GsA%fmA>EU^*oKmDYXaZ zI}Z&Pr+7Js)R1lv-6v@NudzmH4bMJE_|y)q z#P%~%kU}127^T{=7Nf(Gc0tz7-tD6Gdb7WP6z2BBe{&o3jMqK8U{O4Khq}(F{9u*R-_6;^P z_hYJ-f346&dF{COi;8k$P*641;lIG2t+Z3=`mZRa=b4^z}^l>j;A2ro3F%uBkD>R5qILo z*s8~q=Est%6e7ofz%hRtZcOs&uWPL6$KF2nyZ*`5^t zY(h!=k=IXll);t(MxScS)Se~mE4H3nZAOdwXYCs8^qPgj9Jqazput6>`OL7b23xK| zEXH`H$=GtQN{Ot?(Hui4Od&_Z;WC)i|C7#B# zg)AM`@BMOo?D|{YOUc1cx(ntH3-ZN>+b)R0h_B_V*Y-ULu4+zp7i$X8B$z` z?<*W=2X=?T`dY;SJ*2;{7yU-b1=fSdWliYSWEfIAX&)%Qt6m3Vbx=CW{wZNeZ!Uk$ z_AK{;AbIvt5CsW(_e!xwp>1KJA41T+vq224achxFEic=>Nxez+3bSR>^zRd5&9E)g zW|0*oj+y_+GmDX=T+P8GhivGyq>xupcV?&JeC{Rm4A45$QJe5)@jAU%v7KFJ>uoIV zWeW(13xow?lGU@b0h%hq;e;H2_aw~2YMM6iFjC#Qh4zcUl@Noiy)k`5DmK0{jQ=TJlbHsPcoIkv?l$UiRB5t=;>* z^gr!6`3>yKW)OpZR}s_BkttRW4+Z1+D-iTeu`d9tHaIHI&us-#_u}YHIh81Yv_skD z=QmM^S)8kh1?4mNQJV({0F`MiYjy#oP(pekx>K&FyV6h6DDIr5Eku(* zlh^vERYDVuFGxf5PyhZ*j2AT}=05{Z%WjB&Ah`T3E8+A+etJJOD}fVC&pE1R0xuVn zTEcvl=HlrG@{%{=;fk)b-3x)LV)YPt>4?lLo5MyrrcO${O{A&tJc~9$R%9vcJ$NL0 z@W9dcS$JtK!a|W`(nUKCxRY#neZ0*tFU+%DAq^ZcadDmd8xHt#0^zG-Rwgbyqz*h! ztI-{*h4wiXPP06;RsT^i7Rd$U$kA#Bv>wqAq#q5t`78R!`DSv+LvRSG(jcxn^CZh! znTl%yO%=ADO`%nC$SSO`IHICL0bXi-J{{bOZSYD*Gv)_D3t=UOfb`ou9sX>*9Evt9 z5-TvCBRP}jnYIl(gO_X9sC91)h%NvD#axcZH6O4}@l}sIP!vSUAv}v4soo2YCQP6+ zAt;tguf&kK^($R^h;59VJT*TD4F|*%j-Hi>U@_Jnr{UVSo^ZPGVy|s4IO`$`tNDr? zklWoodmdCLXV(O0uwMQ8ymuyMa6~08Vv&Q_4SX4E?TxsSAdj~_IYo@Pc6%p{+2|AS(&h|lu7HU9;jAidJ5(Hwie_>+qH%(@kKnUKp2ub|M880I*-F0w>*(~G8eGYaB|DwJ#|95%qXIxaV zgp5N%H#`%{3*5Gf?Yb;JG3HF*8=od{$DRdaSp2lBt&g%O4#?=M{fSx?(CC=Dx^4c^ z_}#r2Dlrzh2J0PqW$*!<3MWW1Y)DK%6DE4n0upGdHdyRH)F*=kw$=*D}tU z(FhHVzlU6z^W@@Hu?F@^GA5z1MO=Jw(5*jFmE5OC%c zQ#duL?p0rQ1+CUwF2d0D&NOr~3exJKfzD{2L(o}X1-ei;}Lh((oEqWHc04zRjFZ&5!|1GOrg4yLdKXc z@V9^&-zN?S!dJRWuFO7^*NS1=cgO(lq6yxmnns|}K^qq~#_zFZiU;n6q#wTq2z_Dg zv!dK)mGwC7VeN9KwRM3@uvDYiQUc2|?wgAPy5>M{(XMba*~q?2y(WkZ*B`}eD){6;ngP4C&hY7qzdYkZW&6xJqd}{B!q3ku);ZnBH za{=a~k0sPh$g4htvD&cx5RsAdDx6a_Gi6rJ&%FztuK>S(!aMTL-0b3t20f{$9~#^9 zS;5iLDS3l=oU{I?e6HF|d8Z%#G1_Iq*e^3W)A{y@%XKn!`~VgT38X~;$8Q&4qyUB9 zsdQfsdb+uEDn8LC|57UWT)bX&PGgNWbDYA~(9Bm3k=@LWBi5w(n|Qfy3Lj|tZP}$+ z=WCy?;UIzA)w-~A=tEVfbMs;9rLiOG-ZGf5`Qr}?ctNeojs=5<6()t@Da0Me*DjTZ zZ92Na&6;?4Y~05o8`@G6=*^xmY?f0Ul+F^=uBN|xpNTdw;APfU@MO65Vb&4t{WE+% z?`YwxzagN&lV!e;i>KCvLgOoJUM(X)Xzh$amuJAVP`>W&brK!<^F zM1spgM7@nOS5kAvUlgk*T5K!Arx++wG`GY=am10kXzBMucF~a#WR+%G?p901Rozgj zQfX~gS_W0+0vSz}sbN%x((MLgdY6Bs*S?!VFkAx>ldLTk(yB-z|5;(*aSZ2{Zrpg7 ziSX~bZ2u)Dc$Mwz^>2QIS&G323QtMlY6xNt@lFr^vTnkYR6cm)mCp;3;n6Qh!VZDG zh<&<&?d`d9tCj}hyBju8xQ*fP7!K+ljltnz`Ya=@+-KNkwVII}!3=awBxc>pT4zppFoq(~8us*J>8--(Nd-yT8Q_ z3hg$)wd5Bl9Pa=@LVPor#bk|{Z!X(4C-PHg$bC&kc67qFvnEMlN=F(}IQ$dqrAmK#UdoS_WgyYr|R9`aw1Y1ZTt+k2N?LKgn5; zViyVM_(sUnb|6mnm)=ymu*$DBe+$}p(+(&qFks8FOTLplxpJ`C`QxMkkA0OJPEGHL zW#|^rb$p#zvCX(S4gB}(V)!GRuERTw)8aN?9zNc z%5y*Z7};1q*Y)t$#R1Ml zHaE@D^;nDM4wxZbaI#cH&RKLe)KSE~qbnayX9zVTV?)q;=+D`@A8H-%pns>%lu#xFP! zGIVk78CZl7wv9(DPud}WszUnQf;%)*g~D1PVcO>A?YT#zqJu4k3h6&oUv%N;{>25^ zt8z@+#wx+Z^a}+VEW;nHSj%Zd+Hos5jMh;9=At{0Z#)hTP4@>^kOIrNU5yYM`D8KJ zYq)&_9Z#P8YQTbME#pGQtay#X>cD(%>E}24e(_O*Ix=bxx&bYGbP_N66z9LSGpc~N zb&`AW5O+VDa;A2)$8_(rxLS*m+N!r6>C&^SWJrS{v3XjL*JT|z#A%@>j-FQ@v7+_A zsEF1^YGyK(+PDR>Tny!xN@v(fG{AI(EEHvOS?(pEHxm4rE}Ep@ zPlGXQkr>|cIiNT9J`uK^Y54^pTQIE6n7e!7QGdZV0*&zpEB>4^z==mHKXS3Ly&6sj zGVG&F^ZAl%<~$;QH^2+h|Q$qbJ`P__J<4<-(;f!zh%`I&AzsMo5L5K1r z{JKRkfg8ohRteb2t)%@Eawr8-6$6m-p&Y%?wLr=RU4j1Qha|*c0vSUnfLa1CtCFgy z04q`DEvKkhVC;cbb*^s(;rvdB%BaffM&c3B6_%3$16j_47B8!={Cuf`ZuUH~mqAig z_FVoRd9Z&S{wFq)6_(bJ3=BSWAV*AN-h?&i2ay$pIYjn=(2$eon9NK}zc3 zUz1Rh!#qDbK6|t?zcIcs0&Vb?cJ+;JF7=EUDBzzSRdkq#1M{oI`NKWaR~{9(n|IX| zlNOh-_3Ju4K07k;XxH+7JH`gQ!Kul`$^A`Cgk)f90s1wxdoDjmbN!P@8BQ@NAyr<< zINpbtiyH)T*2Co*J$p0jr}-N}PDD2c`_J?Qtp2VZG<`2jWpGvn&e-a6b`yGE{(YEs z@A3%F@yXyLucEaTv}42LyKZ@Uad!DiennRIDr5PY23NEO572c7Us+!VnXf&tVY z0VuyK0(>b?#ZPt;pK%KR-V55h`%3Tyh?y9hJU^}k^X?mbU}|C<4a(lt8TiBfTlans zDj)>bz|!L2i|^<*D)3I-8IzkC$^R7pz>Vxz>AUHB*^icT<})-i@XDG8s8oO%j7&8C z@smN}_jjY=cY^fX=x>p^F>LYAZQxH`Nf0x{6A1@-gc9kD1O7Q(`?caE8`q2B-!n2e4RdtQa2D^euD$ zd+}I_ghMdj_zK z)UROmEzeJk`z~$FPmnv14B4+3&Gc<-sbA17=kzZGCy-3)f7^uWUx*H18Mfa5n%jb_ z9|%n#nf$*0<|OHG@1K`(S)ZUBP}1XnTcWhS0k>IOzk%P{&c(dLlR6utA9?H_4}{+k z)f`;GRRLM)rPtT|z6=TsPHwHvOQya$kg2Y(?^FHX^KW&K$Y1OGy>3xa!5cleE1hg0 z2sK+gAlNZ4Y7LF`cJH65wIh7-1AVJEKKkE5zggn{{6_>9K@B~ij5~165|*&!cPUhv z6k+8%hFrA+D9edaLE18T7bI__xgA1K7&Kpt=ec|uunFnMi+3`g2I|#9sKHi`9dqgG z%x+dyz%J{9>K&;-0utuTf`JO+xPrz5{eS)=XX4Dn8l7R@#2er>1|y%(lV)^j;Td&= z>ps*sN9LvDYfB5SS$hFT8aA~EKJ@bs){k3YNyY8ISvz?R#ssndeCp<=(04+PqDF=n zUS0D|5%wd8Ba$iAG)f=7w3^)<6fk{?5ud6CSuani47yBc`1-1g6h6yADj93iienmj z7xRv{d)_*>kh7z4ZE8nVV*3$1qnX|f5_m0m}=SOsCec7GIk}eCh-Zd zZR^*zqnmL$*#VmSKjdWewJ+8ha4AfK1e&t~d`m_nGil zEldGLD$N7oi^F4hq%yJjCwS-sL@br5^MG{BvgNz*d^^^Oo4dGRG zrIk|Jc3x`POA7D>`>zYW2pEPjtrQB0{J6u|7=UaDWxmS|^N3_=d*Feu|6?b@IRf`d z8$(rR%Fu&jPLEuyTmV+(1T=yE(8nbAqeI{@&6I1C5#gSvNg1$LQM5*&p$P!u=~zQ4 zDpwURJc9<796q5=J`%#O{A~Qml*N1_jzfA0tG4PnDtC-AuS@`i7~NUbncvvwtX>-L z&53J6DBPFa0!oxZk|?DnTd)`7ggGZQ`%7dxa~*`n1!{~3IVpaSi+_^nR5NLqZwAWK zHL&b}yp7EL<}5HRn`b?_^y^u_-Eo-Y@`WocdAo%Md91p{iQ`#MQbE{|w=V;>y7qDh zipCkuTYphTl)PlQi2ij(Eq;!%yGeO1HuUYq`sVaP?V;)wQ=V^tPbd_Qlg)x9ouX?n zLJ1k(1ujKJz6ULP@P1j4b^5{hK8b7gW%mTVP8ddmP}_-Vmkjm(5yigYl%nmjtQ|H0JSJ=-uOyNsi7r%scAioyisPrvc5r>2d6@qsqtY#$o*1bbE5*lxNenS6<;Z3*0sCnZ8v;=^V5;^5l?!YQ zIeyF`wK;FfSic?N_8A+d`0skylj7(*E3s+}ydOt_0MT-n8x~9T?S`saoqOajaAH_Y z@dUv~VMgNR!{Pq8Iu^6>;IzLOtN6?`ab?92S^L$uPy zgAq#Im?HjD#T??UIX;Aaz=1THGomS)SxkEIT%s4ITo^g__oNla?cbq9kgYva-!&%b zb;d4o#wR>*QR#f5=7S?edOOl(amkJUeqm2>MTuNKIM_K*9R2BKH}}f2$lhrL$BRw> zp&85VciziC$3u`iB0c=+ZY5{@99!-wf?az2k0PV)6?bbm-~10ZL#o}@cyUzW zMO~W83vM_jOj6<=?{S)u(9ZEX++ykYKV~hZ(Bgs?C+g8;?ko`Ik#h*VEbUq1Ey$K~ zmy_VesCdpfu5-(@hITnOG~Ie=`0I$CO8dfaVE46k$b;vv9)@qhF@G@9K8=$ENvQJuvaAw?|8C zjni46oD}cz*kb4!gy)s3)_!1?t!#w+6>b%P#pN-0$#emA;7QxY;-CHNQwEcE^W4FeNgi;1gIL~ z+-@>U{~nZ_Z1vGrO{S)!qTJ$xX^_*Ga<%|?r3X0PoAz~WMzrP2 zC|nxm183svMdzc^gzaJhmJHkK(~6tv)@fKk(fa9n`Q=1nJ_^X`Ovrn?1yO7kNmfgS z?T`+iJ|%J-Rr!OsNeO)0yzS$EBlaU!h~)_!krTtX89eG=SytOL+GZL%^ACZfJ<8RscoJqaSe-6%-aQ4xfNcbE1HHw-?@eMHp z5%2j-pEo7+W-Am8)cq=+IqgxquSbgRH-vVqsk+_pFq z^kWdw$i@4n2fd&}5{9jPTPBjQZXI2t`OwV=Iw)Rj$qhg2Vr*CIkv)BxyGg|FcYC)2 z8HoLp+RZcOJWi4bTFMunZEY?Qg`g1}XwUNGh+ct+3D4ehirJE$HT71oAg`s~Y;{z~ zhvqR2|CAuV1tGv=t)Mr-uJaZ9-&hfz1_zfMfx!X}`1=KPl8{2ngp<8VfCt?T%{73q zo2Tcod1!cg$JLyi!ZoOTww5=5{VKQ8CMet=aU8HJvxH)x*jaU1=LlON9;hE!T{wSJ z(25K|l6^|Y8M{2=HnV)v42?AAz4x-IM|w9l=M~O8rI{{icB+Z8 z0h?Xlws*?D2SwHx1>w*X!yywHb*Tn2LNpczMOVY_Dm_U!-q>AHUR+-ai6V;#|00_P zXu9}M?r4c0(vObFh0U8I)yg~bOmLuNZ$GyhR6Neqza9ju$OTqOqXwOoaROdhBj#wx zC~TZi1i59NFd>j3YN!l#8GAANwwk4{7M;0%Rmsv)krxK8%dnQTma$|9+k{FhJ(6?w z*58I`k<_`LC+Q#B=uwSm`R)FgnMJRWj~l0vBTs?i6{JBQ z%tg^R;oZyV1OWpEc{i~9M|-o7^|Y|{Dnnksp(nL$+)A&Oq_3eZ{(jyitL=blgXew7 zHTU+6@ERjITlP(`F68Bh-0isi>3*RF(`$sDNlF-@zQmD4fnF5y8az%e{w;xHDAs#U zzwY^&*?pw+ZSw7;13UGX&0PoG<9XOw&e?nF{2W?Tci8;+5#F@qfgNS2cM8EZtIPQT zE#fvbMt3dfGvZr32TXZ^o(eA4iL?KJyUP|m0_F@thqZM{R$&@TZO^9y$<$VGSwcpO z?}pKb1^XT{s7&K{l1v>&qKwowfc$UdTH5|;2SW<&y?#o>T<+=kod;GMZ0NP^Xejb) z8?^BL4}MB+dWLw*KYFD&TVh9D3_Y=ZbI_Gooa?JX1H{2r4Tlf$iE4NvD?pcsq(w3wXk;7I^ z{u$A^lJy-&8peV&Jh~+$$w{NJ%_<4A)u3XH(>&6tL@Gz}f~MYn8Ysu{;-vsE#eAmS z*n^_edyjyy?3QEIYyNsWCO7T>)7wT{a z9S@S=;>*m^sY?uE2g)wvJ$@&HK z7|*+?41ZOgw9PnR!B-w$j)oJy#7vbPyV+Gc#{aAHNjE5P&B;YqA6I(l7OXG>caa7s zQmA8rn@1`r5G})jJhE&MkuN#UR_cYPF_w5g2(YSm{m2nl}Y>;iw=6fHp z6|hTjD!2x2QdMb5evG7_B3UYRJiOoqMTHZyPoL+R?h@F>pj+tKJbKLRZBiSx325G- zKbmShbSk>#B?0w|b|&C%)SLgRFG?GZ#oh;_j@oI7Cd-JD#Bo4aC>xa{22Y{uEjbkx zf)#Dm0;hOal5o43e}>w4II{0|wX0(apFaM4Dj!zIsqiUVFY&nV;V?C%5_K?W&*+{wqHOIhP7aqgCniHzBF#t@dIr8;M_~tpA)(}KOMd5lgIv3%V@my@R#^k z3kOaAMnM_spl92dTMw8O^lR6_CO?qE&uQJ(xX?U5OGcnN(15-gDVUTs7+mw{F+~my zJAO6Qt8csKW~H{irPhM_Y1Y38jCpXt{`Lnxy^M5cq<&5AQGF|zCAs3|-KB`0x9L_J zuz&=4Z*lB%TAl`9BQG}!Q<1mX7wct;Q;p@$Z5O5NX+oh0lZ&_1&OqbR^4BQYb5E|# zRIml_4m=1e$(z{_?9X?4=mbclNhmHxSh3gm$@M`#rPNg2WKT;J1xHFHcABH$bqMOE zl_LUwax{RQ4#RMjcEx}5IvtXE3I#z24zIDdVK855C_{j(EX0fct*R^nb&8{EfFUBW zimrpj#|IEodYKLs`khP$7TMHm>^G+X@Eh+m3}$yJ_1CuY`5sg6BRysigQ;pblMj|> ziv*2QQ-1!P)7uT&!4sKHgAhQWi%XZ_nrq*S2omO(ADxn~1=?x^`y!wv7{KMSEWXdR zE6#`+-~*#LIUj_?$WD)1@1-SUIs&$``)<@<&PhD@TP?Fu@&<9J?mWr9=( zBO7YEO*@Z8RxpeVT>#mtbJ(u$YOVp?LPnI}^ z-y%9Z<^v)cnI4__sP*}8_Xw}iEAj7coZ&0(Hcm(3^eY8=hsz8z=CruGJpp~};gt%Q zvhfccB%lXWO42tsneh9s``TZ#rVwK_Cg*OyIBD*aK713ZF@`MtK8?pm*&iAn@VDzi zpY4zq8hA?#WiHUA2T>k;IdCbOOABnIm71H4B8;9Bj9w~3@y~jo9l~M+DG=<8G3PTk zWW~v<=?ScvoizdIspi)cE|}RQT}fz^V&&_l)A2Yb>M1xvJt8B`8EHQlT{vw8I-Duf zKkP)&G)LNQhAr#kl4En=v7L{0q!P^ zk@)VkFc#`2bM@g>9^S@R{GEdaYD9URs5V83pvWA-Pdl->TTJ^nFLf`h4ACo>XN%-s z=nw7`JQ3*xF8ZA>C0Cgxu`txXXlGY-R9P1U(*Z7HlOE|3x{`uQb#N_wiQ!H7Yacnc zF9WV;EpN?jDJR}n|FxHKC9oHY_S=mry(HzEh|17pTJ(U&qS0Gr(Y9b8Ci?Vl1t+y} z3zkiL=$x6Ap9{q>x`$FiQ>gk4?1gd#AROpS&j*xo7Ptq7k1RqjgdCCAyezFtSmqr9ymW<(#l$O8+#v6E}joh_>CgO(GF8)CJr|M*7Taq_6781*JOa)mp8 zH{K&}NWE{db?I%)5jB%8=fz-M}RG*13ErUeex zoa7WpjGKhu=QU-PD2Hn)$qw-JfHIDa4B9=^a(% z2H$ME-@Jx;MvWx5>vFwO_JMtWnM#%I?M$e5Ws7uL_lL*qUH{_P@=m+mhL$+eul+{n znvE;9WrqFdnf3v^2UuF)yD(D$_}FvZ749Xj~Y6S(0joStEK=BldNAqA*{MVr1`*fEdH&wR1r9Af3a7 zF14qAkRH9l@jQ6I{wDE_BTdj57CHGirYCAJy($_BhyF7%W%Zn6zo8x95`B^{L~Sra z38LwRdJe!IT>t$j!V9m@i!a2eOUifzq*(qKKhut$U3C&C`TV+oaLF{;KwgkIHzB$6 z(-T83c1vfbEBXtkzN@8n02h`&?gTu_nOG-_8PR1qJ;LnIj1Touf=I;+?!(h9e1s=d zQcX5UjE}2Z{P+8wX2?DbLxR~v*RR4oN1;c|@p}fBPz9d_JPCcgliT@Ve>(0{HN$n( zV)pT*FggomU~03vq3vNy#}M379s4JaO;7SlVkuN)o$NS@4b7yuL0af`BFXL?Y&Gcl z7OFjzF$TvmxP?vzcH+Q|?m;Dz=!(9MYXary*Bec1K=mUe)@96wyr1SZPMnW>e?>=* zSGyQDVujEU|1Ml;_ymLRDfbd~3LYf+mFJ7I(27f)c7m~a`W6nfVqQ&;1iWDlqigSt zGfrQa=F*?RqLr=Q$QBK7w`=vr<3;PSdyDQ>9!CDqBY=x&5yboPV?5i+4SVuAqn4E_ zw~<^*GP=X!{bv=F7_y_u^H+O{U9>K{t@N zt6$ii_`(Y?pHz|u0McmNF3>qjY+DqkEC)VsPKd(lfsmwZh%(f&hTq2VJGJdz=OuG> zgcY%*?z<6`&TzA8(vrD%1A9q;TS4CfXkhhe(93GsW91KmJJ9SWe9qL>$w7ObM)Z=Q z-kA?6A;M=rC9@((Y8XQ<{_B;_mnwam`RU_ypQBy8G>r;~6^~(2zz1Ju#jKt@{!t#J zU-xc+b(aFleXp-mZhqx0;58wL%iUf8Kt|mWKx%E@#cs}@WCmL0xB*DMeW}xBL)0Dy zSW(z4kueMb|MMCT4avvFZ(i%z+$0oPf@ySR1#WCL9xaQHx}?0to@ZJ!BxeWPAm)}k zOWe&dW1$dTOK`BUbAo_LlNZ?tBKMw^f^dyR?SX4T@`9#p^a4a}-!2&$cfJ=Q^>z{W zPu{rObQk$rE<+>=+6%**{lP<9lg$*U63X82733$Q7N>`?dOm6c7BO38%lCwXQ;=SS z&A_mIxaV%NQtKDRnR=4n(453@mc_^aqT5=4YxR2HQjL^RFX`<*YWVc?mI2zoy}fh5I@KV4boh`r zk9-n=!foCSFVH5d3*10okpo-5D6M`x!Q3HR7MJnB_A?Ek&-R1AyttZIG?PgVPiKBb1*Q#4sn@kR!x`3=?m zeQ;`Td`5*ScnO7AkGY3)_{zD8Jz%WWHHh;D@OE1h27{QQag9H&I|uG95f*w|{G@Pa z_c2@j?+~M=KpV{k6r)V9a^=#K72R12x?V(bN~>&Ps{)@=D0f65XA5p5MX_E1TpkB5 z$XYVYMUuDUDiRTJ9qD_^3iW(eDFfc zg60_HKyxKTRINEMx+1lQF*Y_7u!yJv)D5iYMz@cbl_1+&ZkjIX4b#l{}}w~3m{wmrh+rJ7Qs?Ivt!#Cj%blm?0<_%F&_ z;*Y+!!P^t))#oq`&ntsPpc#VP@=FEEGp-yp-}tX7YP1oHNbe9lxd*5>yKx)uxP2>| z_tE8M^+D?v{qI6teP=8nkB()p^IKy$e1Q=H3Wjnmb;(-S+vy+N$BmYUDaZbdNpJu^(xhQg)`hhV#uZ$EKHB-%Xw6ts`SK0 zcO~}1GqsTOCIQH!2f=aE^oYpE_ge z!?S6+`vWUnxQB0qApDke{jZq`?}oR3jU@=+D%nrwG(u|zF~vKs9uN=DG$(zMTS`y} zR#DAeu(0_Fi%RS%iA`Bnr3@bv)JY=yh;+|Lv0Y(9x8l(iXC-8%vBbOLv^htn(lE(uiVb^Xr-+UZr48@In4Ze&F`$uAnD%B!-cL2PkiGGUZg%=?+@$Opoq81RZ z`zpHR5<;yEb&&uK@VFdl@P4c}1}LOmV62&to6O|!CKtRQCVsrW@Z*pweu`5|2{z*b zR6j+YT4mAEYFW=VGmNdVR}-b`t?h6XE z1d+dt_4I-FA;9wlDx9t+uxfR7O(UK7<6M0ucD~QUXxlc@VH1{uVe;M+->Y;RrwQ2& zEbs@%x>>sL*xOF57u=%ft!EKEo~ym6*P%DTd5Rj)hm6KPC^&mvw=zH=V3?Si_;(H_ zA=oh8GwCQ-@rbM_56e0;pwrW>d-I`JH=SdQH@>GIGj4a54jXC{LnFEZ@8yC|hgeCm z)D5#{O7a=Aa=Sh=t`(4ey+xf_QGY#t6~1@ zF_PVJT~wKGC6K&lT%ipWNIQdeci8QTRpvTIU$}ZXmRqyR&95=C+g)YpKHit~i{n&> zDmr|zpP#vAegv!An8eOOHRk#2yuAp?r?(t@Hf8feIMxmN`ZpGfb7=|r0>OP+&lexh zShO1?1CHkpI~#g02$3#SfXfJ`aqv|&`izHyaCr!E?uo*zI`%ITXn|IPu29Aag(x-B z_3`V~a7or4x2ucvDI94wdp*-=yfIwGBEaE8;bc#kji=pYcHix(%i zd6SV&&B%kwKeODi{cgd(03T9NvI%_MlXTxr7S*iJX10Jnb0!+23Y6yQDXI1L8LG{VgJyHfWtkIc_cZ zbZ^Bh)551G8s+-0byEb@cFoDo@(OK;A)yRuI(|1(;%TaBhouTLjl@O;o%u`4!w|xOkca{P!RlJyCzmh^W_sncEtUFLP{Luagu?)eWagS zflej-mG_#fUP$5bKY_mG{U|;T`nevoW#{X1_vj2a#z4A1H%qZE1ZY5G_R3SwpXB%Y zdKc$Shf!CZhH?o&dHIPm!qnN1%kJ4^w^OR`uUo;&On7R&O#qNLdmo8pB4mh%o@jPB zK6SCnTaLTEiGA~&P&h)5hWM+qfvZk!*DB<7`+8c;&%&$l=7xLpEFYaHCj4p*K`$z& z4LLqd%#tEMVH*P_DkM!{-Kbt;xL1PrZJA(v>H$}%o$w-D`G3>{-$|<-FAW9iMGHjL zucs&XL|X3_$+u1>@9PYm=cL&za=CWLS>p120~o>3Z8?j4C9&+X$k;UBTrkPtW!O7| z@!ooJyo}*3G&4V~3aRjKlh%sOTEtF3Tc0bqi`omi5-OviP+c9IWRb9Ff|I1e+?Ym> z%H<)Z(48ieU0HSB_f{O=$@y#5umd2JDPLS#NPN4$Xd59R(A^)4+l8Q9A#!<;U)aWq zYlYrus;`I(Vu7eOxifBuSk`A^eG3i#3cr~*_inW>G>sN>3&Fau8VyeavTVo}G=}(L zwG9Cwxqvz}>c$h-!NrHqgj=Nf~F+_KT0ZF&u_l%Q)Mq!$MW^d>LcJKQe2k zpak0q>a7HA?6Li@A7bf!S(qZJ&v_yhj*GMAXS<*6;RE103puIf)=|X&#v}gufkBDb zg*xF~a6$dVExe@(^yZCnAXu1PcDat$`&gBtWvw_72LODsxMf}d)KdNx!Blix*L!Be zYFVf|7l}w#hTZ#d8&GS*Lnuta8mR6hW`o*2<26dS@AQ1@nDO>qfoxwe|CkDDrA9$f zu>*83IHbZ1mMsg9ZQeE3uT8O_iPbX;e7E#MYhxqnOALq?d0RI@K3EgC7mNZV3&h(g z;JO6ea|V05-L#^%CP{ot`1Gv2$`QkGvopSk4PW}#b5X52BAFYrjA?aehglggiap>n zxDyyS5J*OBwW>8cMMkY2$uG(Ap<2f&sxQlpY?0l+pU$(>(|I+GKAG7?IM*Mgc2kYN+RiQH#H5LY6EoDT(+rRk}7aKXsgrBbQYkZ973K$ci zJ_b@(NbBMPaVcBKsNtY- zNd(>8u+^y8kXYUCKZGsFps$P=WNIu^vUm-J?WuV#!3++qh@HxqT>d!wk>Xic39m&X zNs-p=sShpp-Y<`=YB9)}t@O15py_qr35z(KzAhuQd@4(Awir_Z`HJYODE0+08VT}CPTUGic0?wR>oi&<<@n;gb=#LW(Ea} zP~WMDe=_i@;x@?Y>x`Qe3npa3)wlFyII~E57nJvIx5qMIL{H>ziLD*DrIX%AbSSrY zm?IjXi&@3*y^DmVwcO4-3lw%_Zg3650U#UzR4fTE`#fAyH=m$pV+Mf-Z1v-0VldFN z1;V5vM=z5Y%;{xF4396BAAg#WW3}N=;rnytamK*?}HmrFe+!S#iA(cl6bY&q8v< z+$PUskSZadaPeFh9A{`)A9H0J+JE?s{{XF%ebdKu)L&N0OH(9N_nyME5gfXB7tj~o zvaC{q@D)2^?svWdf zwl3F{Z3b3j>Uu#KgZ@>as3b3Ic#dBY3zY^tI=+Z-JSyeOKJ0=$JfcITv8q30s3Ka;_RFVU8y$pef- zesMnbt(?p#bymoH8h#lVsp!S>zY&*))M1!@WfWLCdPCL4%UobKX~ThKr)s>KE_Mch~ijwDMd5>NX|-IiBd_6B|K2JD}D6R4kVW^p9dvU7g^^na#Iz-WmV0a$~_< z?~mwI1QhN7fm$b!R%g^Ldj^dmx*U!YtSR|n66;Uu02a2 zA_M!$KYo#@3uLxMUxI6sLkKSjaThr@5|rpQSdJKoA|fg9l=74WO0A3~e2o|Ci@SGk z`Xd7C{@1XC{QGt2x<=XxCw~fi!VBC-0_y2`mA3;|2(T{txJ1H4&s_J|jhdj!tCiUX zwEj^fsVpPdoHS9ZkSo&#G*hVXs{Q;HG_b1XpD+Hidhsg z1#9%*S{?mO+VxAz(cN@4KPujeSnfbABq7D*vsD&sl_+o-mKyHZx>zE3CelOt-1m|_ zH&A=ilob5H!kL;8m>ft)oiAG%!uvH^k1{u22)q~^mPjcXD5ru6i{e8&ny5wQWY_wNH@VIfbdp^n4D^#zIXKGaH!0*=vBb?6ElOTKF@mNKuNbPU>Ed1Q^5q6{A(fi zoAbd&fGDDXzX40NY%afvlz`sBpv1JsF~aX!*+>6UXlh}?u9BleuVV+RXP+d}LkLih z`}y~r^b+F1ft*r)IxrM_j*+#)<;o!s~|#(4|aT5e1Fc9IyY?IgXlyP&7W=wJOy zJ9&W7is2eEO=;y!Nk6M-kJly*Qrpu+D0s*rbq2AyxrwVf**Scu&8*QM*e^&3Xt0{%dre%-B}HjC~a8<*jI6-{EmcoMfLmB=1@1q zq3Dp}{yA^q>nlMHyoDKvH#Z9E8?>h{uFW*aMX1as*RpC+WIWQrI+Nb9zBZ}ZdoYT^ zP`oV5&Pm80A!`nVx^mtvGxW5Z5)EXV%F^U=4;H;6xW8s6WO=v|-t$ZPDdXpicplV+ z2b4XF0ldU6EJw`szKwRPc!^=s4 zqW>1NHKrZIC*Cvw^%frsHQ@P>PfH%(>>xJVHkmWFYyffqv{_Zc7!h+lSr)llp&^5U zL5AjjQn}F0P~!qEvOS=nA}V_G=wAVfg`s~us?huKb;Vo>4d5E$j%b>YRo#%Cx9QvD zN;D@|#3d@-$QRkDHt+jkQ1U|Gsb)f7WwnP!p2v-|Bs;<>qP4xdS;oaoK&4CX6#luA zCLAdFCB2qjF=?dHGAncqm8IJz3Tkr`(}M$yMc1vy?t& zSjMUG5%Jx-(YuBl%_?IWfv5{dxB@)TIMvR(g`4+0-Qhm6_x!+ORn1YE=j}k@iCB~} zSo!e!*16ccx+!4yB?rS@N>0z*donTPd66Z0ty7h@p?eG=3CFKdZF8latYw9YsC0UN zHV^VDv3@1WofmVZ#rckSO2sgz+U1_y;J6Uex9I)-cmx^}PEhSJe>PyYw^z_wv~Sy+ zGl2u>nk;eH*7|&pQ2-)u-t5Fca7DiX@zB~^hr7bPjJv{CY{SI1g9U1ZHm|j^t+Y~l ze7={=&oV0BFjyLMQq+?36Q<|mcwYs@&TbMG8N4o1?EsHXXW8H5Pzay@>+=gu#hvm? zyytrtvfvrp*h?@^_N%G1k0WKaep@-$fjfx`s}seFH9CVBd$o4K4BocYnO)SA6vg3< z1A~XT&lh`mwI5SLL_slY<9Sa0;Yc4V@bcF={?9B(7ygQ~KO5e#n2MWG_{2Xb*k?g$ zzx@`qxEWk_^sDLr5;Wr{UBt(WSt4!-1kN&fwgtp>{W?KaO4TPLN2jWRVMY5+tU1aa zAE4+e?QIvP9VlzJC|!f`^-aC+nR|FjH{pZ5-PO{SDutI8jOet?GGEG{qU!Ei2U&ZG{Vx3bjX{0=evs zgCI=O+qBOGYJz&hc`}O=!YjU`P=Gpr&mV_Sh4i$c@0Qz+2psGb`xhc_2VR(8wzR_D z=d<58Cdx`9Q{4jt(MbDwPuP!MnJ(^ELFx@G<$i3PXdi4Vy+1_!$i_|^sZqs z0+Y0@NnyHhC$rDY>}O@UWO#%ozwRFS+UbsmR-Kp9lpH`{iR!^g@B`5f{3dwCnSDQQ zP|?p&1=euWZUY?Rx8&D>*eZA{fYizcfYY0D4VWYpX zy109$Q{_oSVX(DfGbw+(VzR9rTe&cpAxUdw`Kb!Yb}o($VukMZy?fBxeqP^}vYGzq zHW!ZWAIz?;|9u<=;rjVf)RHnjPCakFO?*?~Nw-tdsXU^N%v0ovoQ_8n`*|Rgxhfp< z)i9t1;zy5sGNFs9v(kLhZlFs$Xss5YB@5GJEm#77$_=Ny8tQ>JL-?!slHuyqDwn30 zsEmN6()FBRwPtb!uT3CbuG(Nc$?dE+t?U@ygN1f13f2hys(w&v6ubQTEtWKxMr8arS--=(2;6Q< zM#S|d+x|Dw-?R_YR%J+&6n%#t7jlvOWQ(&^l2UW7$al%ga|PTX3-vS~y5eoz3bMQo zlIU-FO6^pgu~397kl1wwrKD0tNXBme>I;Y8QLXjVmb6oR7?Pb(b+!sLp5mcEBqo6e z{~c%L;NC}YK?vUA@&f{WlZ`*@ZbSZROV{Jb(xjlv0%mx9oUfTEg6u8cWps~=7TT>J z3aoMdlDkP{)`0@wT}K0H;x&{t+O!%D{Lh5xqD0_E44ebFY>h$urrCsoxCdA3&<=6%XX&otNz?lfQ$=AscH)B(24dIm(?|26%?>ZEXXNH&g!fth z_cTOuODC`TvulgFlPf&YVmtey_$zYh<5mC)Yjn7HgG@@35Ao(|aYT)}_B!}hC7n)kuBgL<=$@Eqy)R2oI^IGMv@n=Dt*J)VWGry1!F5+!Yf;xrgpPJob0p%kCaY zxOGn?kp=aPaw{i9Q5>gBO6=(b;n@R(A)&_5yM5hf?0G@)+o$ll*fQ*0A+Eq?cU<%# z-5-mbSSiS=xsf$;0A1tE66DKcMTKA;7aA+ zo~Un}jbSq9)es7h`rlwz;Ti5Hva*BWgdJ-|+KP||#zpnZ77jH2zRXs=*)||3m0oAI z3@)E$loxR__-0k-4Ak2-%R7 z*xBH7m4DLHTZP`0_vex%n8k{iDwXlS~4im5$?q7MY66VL~dX}ufS6Xowym$iG60`%X+0m-bQj#R~_H{~#h4?4oD2f<+`;(8c zAydZ$gcccugX_CZ$DhilYXcO%O5r*W4F^~>VHlcSlM9?L0%qThquC3a&#w|B%>nl8 zR<;Hi6dyP>Q*`ce!mGt%XVT&xcQZNYXs>sd(AhrgKkGPV!y%ohtcbBS!T4LT zPwgDj=FNmaT{pai75AOsr5Rva0mrNQS>@$_{f=%Lp@X@rFVBLI`N9;C9?82Xcz4{PE&&j`}Z>g}g^$h&i9BvNyX4{H z6AR^R@V6|nC2RdBF&Kn&o0#LYukpMerL~D#0|ySr-$dD^^sk>Jcl!g)mtEy4u$R}{ z%k&N;Uv2Cz!2%ex-<@7O<$4a!)xUYrz?12-la0Z(eh1&& zt%+*R-Fmwfsh#rN4a0KLyWdBXIB+9Z;f-;-9=zkY-Km#sYhh)Oh>JN zwv}~b54H~&IB+H2?ey`6KkxfcsFaB-6hnv1*=#6@k66c&Pvd{}{e?K9y)$o_#|Dn;l4=JOMB3zZQUdHmj0>ul{C|(XE3}-VL z!Uh;@2hk|9B8DGzHOo-!;h*JGwD(~ z^3_{4#FbJJqixSmKTW8~un)bRAuxixQ3rdZw5t4-^j=hWP|oC=!joszb zviKG!Wo+rZqbNHw(Gsl`U~|8r1nDNHYn}0wQmDPAAW4Vi2Bj{&b`_m-&0OoNd*eZ_ z6F9PSP{xe$8XUa`4Maeu$@La}T(+yXGQ(^$9TMLrWuod4~ zxCI+E%i{O}>praG5Cs$5f813vH>zToRh*lZNNw`VP5iqOFvim*U;oiNb2^W`HN*qW zdAAsl!`z<>kA!A;w>cAmj&gAJl zy=&zE^`_7AxHV;f=1+E{hr*UseYSSDshJNDw%-mkj+yq>0m*^OOqZftE@S>vC$r4F zK&8(;ZTGP{-$$og?80~pH7|{d^7)PF!~xxW`GQZYaP3g$RFgpa1>AjTfbK!VIOI7o zO51;kq>>8Ax#ze}=}*iZaZ2TMC_q+9NH&kdZPb=0lQUZ*=uIh-# zW(n*o!k2H%I`n;=fT|ydcE80tOk8SR5=Cob{}a^nFPAkO=3VDi)sSJsQtHg~$v;+eoT1BG#@Q6_~ z&mk3)zH%ykG9rLg3>pdQW37qMnr=jXE;G=nEj@<-8x1cEgej1I>)L{irrrn9OeDnC zJoB+0Hbp%jKt3j;60X)~k8Y=wkL0ATWfrS)M*R0z?q7;hFO7<`kLM!-jvf{j_DlbMi83sr9S0Gd z0vdWouQ##A)&LIYPix9OuXE6YR5xr&!)V37+&C%;w`2;*qYL z<{rbM8h&H~`CCi!L-yR}1y2FF)mMbYW-cuX%z6W^_BxBlPmZHlu{Y_ASNFJfIXV@B zc+1&r+p}D(EWuGo%ZlUuPnUC(#0S%@7VQ?R#YtM>ptBp88zD zs^~>TcFcsUziIL-E9i;B1|F!S{npFb_NXR^9sZd*3T;wka@@xna-ub7KI3aOl>dC- zk4;NKmHw?30iX2z7J_ixVTg&h0~e5FseMl5h?)cI;DnW(9Jw(6vlx$|RKsCY@p9d= zt1@J`{^RnK;*tmS@a?~DEYg7=&2QG=YR`}B!O z^{gPWX7PK6+NHD&&-Vz??m_N)_(&Ie&MkNxMdj6dr@8H)YL@G3#wU�E`-*6v?G$ z-m-Nf?%@i9f(|p*E8)NhKFPHHnd3r(x<=!ng5FiCw=>k2BZ)f0lr{0YNvEx7NCa9U zoUWHhI}g@1lbuFyPU7pENp<(5k+!wdlJLhF!QQ*(>`%`3J)2Hm(J*v$UIDhv-`&wO zD>pLi*tQJwIjOA}LQi#T>vz;Ant!L5B`)LL@`n+1hEnEgdR{PDrKpQ~iaxGulY9gI znN(jr%tY{=jpXa~HP#zJmx@JLDna!XM4jcf>@=@Nl5!c>9FJMKDxq@h{U7(`u#yRSgAynG&MK@~gDw$+mT<#3?vBAEH63*< z2`CI651+3TrvlsBz_TMdQ{3G}M(s~qUBb^u=xOB;EmYJnsxQ$9P3>)riY%vv;(=)& zeAQ(BU1=wtu@r3<`*a{g)k3~jvD8##Y1e+i-IK}9wz&dstc{Bx%@AoIr$*9P(_d?3 z=QKaWr-qi=#!VCXQ$A=+D8AgPRDNG}+*R+HtdbcKGh}s}&D19?CHbmSPk$BiWa5V| z@etjsWE0OB!y$k{&wAC2r!?`0$4AnUr%54?GCuQ9mMQ5BAUFA6$0kC~f58BMa_`ox zxKa8hg++*F;Q~kap^$6-AOCDH`wCVd=#sB`4>6M9z^Q;{BWz~lx)Qk_Uh==J>Em}P ztzK+=G-;Yr32(uuYdk_0u)VAfq8olfYoFg|4G77 z{vx4i9yFx29TqXL-&JSVMR+nyrT;0958$F_t8`R8B~+MoR*$4w7qByGoSkDOoM^8k+n$r`WdHADMV5zt7@Ba@Mk?}^na+VuShy@ms|SX=#|=N~z3Ke{o3Gd_ zPwDDdjzPtrgtg^FMA*X6QTf7y3;zxQvEckhtMnelgkkm9-%=du*tThCn+-4+v5oO|yub&s{1#{Zxd^l*sQ-RH z=$0x==#qaSdr-e=gaz5l`I9X&pD_s`C42&D)hlz7)ji&%3pLV1Z_ae`Pp~CCGX>_~ z8G30`-!00&v}KMvi!N?kjr?3`fJ2x$KK0^sx+X}#{`F;KQP*i^yz!KSJc(c8Q%ijL zNfJ4g9P5DOWUGIw?f|$apqn!+% zO!nkO=kkO1Z79Qqb1UpFFxMf9f8G1uCTcagm=LEc*ye$70H;m7S_;=*k55PuPf@jl znN17zxR=@s?(4d|!&qlYVE)scgf!G;jU`qz=+ts3HNjfv6)3FyS;_=|_->1zd3%{v zdxb;9`ahkK{~kfJ=XNA6dsJi%4jg=2e(P=cR<@#~n5VTI;@lze`!cnRlp09(MEE}6 z?Q-9g?V9pkUfH3ZK0ZYW7R}Zne7gknY!QJTLF+C=aIWmXQR%ob_(*?6YEYZi2|8&agg%iG+0+At z5Gf*F3UajBh!9e#S^m_Texib`oRB}G9+V#;T}2@G_rwSP#V^6 zESUft)%Hm$NnxP!Xup*SUKT}pBN^0a7Yj%g8dveoxjkk4uj6nwX(iXp=rFY)9bG90 ziiy@pFOQP-5lyrS4``JM5VI2$HODUzG_X5zKz`bzY>wrbL|ynt6vke*e+dO~qukq>`2rXYISqa^g7gTtkU9y&{0nh0EBfoZ(l3@;YO2~9MnjNGb}Ji3 zd-1*Q(vCEe2|ZU_+z17~o+p>^T{e-0BgZfVi_K`6 zQ(k@(aI+cT{*u<@D9rLgt(<#$^~9w|Qdg;>Emk;HH7bRqzd$Ye?+5%VKGZ_K9^%!R zbgM@Di}L9T+3rdI_+typ4z$$GRa6HY!9~dr^p%(J66w%p=u7PpkTuvXRl=r>jL+fY zeqLNtE%~hb%%XlKY2TvmB`BhwE$Yrje6i_vxJ58#M25a#%3WE16Yo)Aw`_H;6%LFW zbE%WB8ktJ#0z#-r;k5PapZbIoBR_bq?t<4CqhC7z~vB{a=pbC=W z{sItq+j-^^gdYn^Q)8KaYx3!2OPF=%z7mBMX?lO%alTQPopa$}l6F~RVn0`XHTA++ zE>?k_3`Of}->)T0D!&yI5>*Qc{xMsTh#+Pu6NL)wlxwvd4w3b<(ePj>z%A^^@`i8Q`>K3}kPXxs* zY1bTX2;S%C>g*ssyLvRhdu*@QLtjg2je`jTHP1Lox=!;>t5QMMy+SWYljx7;*Qhd~ zV2somGmaFiJHIIK^(bs{hjCO?Foh`m5lbrUXj*2K{4e&B+a2s!eAmHf#?AlHvv`WL zBeG)FoxO6l^QRY4L;ya=kIi;Q*fKx!6Kdqf_bZ~ zx7I&#JC@X;Z{(K&=(kVZ_i;aXLB-kaX_e0bnNyni`(wzK+lGW+iqx!)I%N97RXC5@ zX9!)wjTr(49md*Kr#w}vM=6cSZN&(%qUiy?WEk)uPqelOUNxdk@^}PhWW)X2m+&eH zGKOGf7wJ1FAPfrL7$6|_{D8P`TfG!vNDpHTVp$XVZ5o%>uNS_lkg-5RDNuw_Qbeu5 zWOHOaaP0G66(kTV1g!TpcZ3AcUs5DWlQ_`hLT@>0yo-TmNB;TYcqJUFFyUaAN2Uw! z`un0kBGn(j*kbd7d1W}I(n}1qkJ`tv5P2qsFJ?>Nia_t{!ZitzxYx=0r|vAY&NU>5 zR+0U=oF+u#e}H}qJoFsqN5R9^lIVJ0+&z;%a!k_&wAD~}=b zWjc|h(+ouI;Z4!1HBVaZF!R->nP3u`Fk-PzrC_3KRQIQ~X<+%%0tlT9ql7_J5Qa-p5+k(UT7QcCwO!~cu zPL?3uyTO$>jBb|yifr^MWiV>X@v_{=XJ3*}KYTXjDvGY64p|{qO+fn8;N{X zh}E?_ti;g<1*3T-B?6n5EXdiaoIHGb@i>IhMh$$z;7u}NbA<1=@(BHv^keMhQ&taN z>Ug2>3pc&sPv1SEVSXq%oGMr)5zSo|s9JY%3%Ue1f}5ZIz}Sut2(Le|`Z zrlHWW8*=s_ z8G)p>x|6YC=>GBwsB-SL3TK-tnOfF#(;vz;rpE?*{F`+^L=)^iE97V{2IIjHwL%Zs z!4TKR%oCm}%PZ26KcRZcWQfABaXE-;*j4$5ef|{~N%iDl_%3pzpSZ23XAyqdFxz!P zpx5~=wVB-v5{aZ~GA7hx+_|%GBFd>`VOgMfox6CB-Hunt#VV&jZ^^KuZ1|_5h#v>3 zDAA>*rocCPv_!?i@38Z%rK$I5K~0^obD7Bx;wjO@+Vw&W>*gIQd-f^GE$T?NzoqA| z1;)6EzLL=dq?nxZYXtu3nWjdDrAdLlH5@Wgd;Zm0S&u*xZEX$WZfQE_hXXY$quBtoKDq}Ai5^w(=%vpGu(Lw^;{gAH>pFkR^@vj3Te^4f4sZ{QKhuaoZw#g8 zCU8htK&_-zWe5q@`4!HD{wa|1#2EQV!kRp6`ONb9ZzCv|7ePVS42h;Y?dXw5DEqlH z+buo>hWq5DXFqq!-i0IpGf)nNP#?me;~@N{{vBGVq*G#YVv=GGCMO1!~aB- zIoKKgzY*oG{{vw_p1);So7=WFjJrFDp(Xwe~*W-|xzmJh_M7bIdWv%%4z@DycFEo7fovCG2cL3@nVyyZ||Q6+0V4TNY*p z6`+~3wV@+`m64g59f5*E)DdV1vaquiGXw#70bC$+fTA(z-S^#snVAQH0w4*r1vRHwyQ77fIp|LeHU@@2 zk^Xp#Fal%@jjillovbVXhPEaE8Af?VfP$UtyU+qaZD$KG0-76In*!`i0ct=kfV!%< ziYh=-MNwTzm4@*>u&T4Yy`AI#a1m8iQS$;4R{{XF zIS6FW%f#gB>dI*5>;z)8b2MYLxBiQtnz@A&z}3#t3h@4P1X=_CDvYzO$$L3L=D>di z__HejISXT;trPH%lZ4&Bls50Be0O@6gZ`J;dm%u7Vp{*p9N+{5{zn>fL#Mxd<&>1< z05*mewjiLbp{?<|A;=Kq>;y3QOZNT-no#|VAP^wx?CAI>hy1@)j{lqH-_%9y-dFb7 z+SA+6^}lz_(AL?>;~%y8&t)6i**aM`ft>yo5eP7~um=8N@APNSENuUh$qOq;ONgtg zG043)o-KpC-FtOx89{EKzpVen6Bd)>1#mNS0$6z10nG1BDsF2cYG-5f&e{p#Px-_w z-s=Rib986=zm08WYv*d~`TwCXwXiiY{Zo4rXL}}fTMGwgptRWkn7@k<{+5{mK>%g| z&;bB+Gd5@Xlkl&8`6FieBYrQ0x2L_GJ;2n^+6m}wVG4YIAb2_%x&Q$nM`xh7=RXzy zi4a)0045g3p!ZgPKQ0J=MVGcUwFB_{OZ?8{->Uy<0_wkxD$V;jHL_G1=LH+;FN&Bx{63*7v3Whd7>i<*I|28zVv9NakPt*T0(FFcsORZq%Xk%#oUpfmX z2@5x%iIN4#*!*9m{g+%CWcc3y!nS7C!1rzWOQiniNLj!4?)&_)_%pr$3@q%N|D}6x zOJgfrppz4T{ay8YEG047FTJJ7oez}^|;4KTHHMEJ9zoZRmT{)qlUT+9F_ ziN6smfJy3a#0g-M`x|iqnB@OP?@<)~7jeHwQTiLbM^X73u>qJ=|3>TpCbhrOdrZy0 z5f6Y#`+pJ7yUy@$^q$Y?Z}e_y{J)6fU1w}({a*NgOW4`}NNjBW_Ge*!r)csI$O2#j z{sX>KHvI>D=WO;5_#V#uACLpUWbqI9PSolj@STnIKj1r6o4+B;I}O`^z;_yUf75=q zwX^*PEtYp$_J6D2_ro6OXkqt{b+EisbNmN4`f&fV=F@SVH+U+_QsSn1C!|7%Dw|J~UCbIJXMRY8t+RzOV)llKe$ zA13mKAV&)~UFP=*!}2bFfBpNL-hU*Z_M}9@yWP_Fg|O z@Bi>M{?~o;*K~V7f&a#ThCKiXbORbAEHBs@e+sfpZ3!v&5igvsfTrMKJgLGF(2|LV zTF#j6BES>N+x`d?Eb?#j%cLx_lau1r^GWu%EzzO~!nS^0Z%?Y8x-n4}+A;Kz_aQ(L z7aq^mU{nvtlwb0z==n%DUCKV2*%9AC3{W3G66NXYeTZiL{)T>)^6_&;$7(*b zYw27e)+XGf?l;Kz5W!gD|f)Jc>85sNiUd&zasA9qANb228 z-g``O>IaAQpX!IOy5UaUh=gE7zT|`zW|9D^#Loygt{DUJxXF-VQz+o^MNU1={sq$0 zqEtD7NBGU?GfR&=Y}a1eLTW1ksp2OqUk_5P$a&LkBt29zL(Dn_Tiy5(T|Xt$iUZ;@ z^N(d39_6_wGwE-g?>Ao>4s>j^#}Qt);qIH44d5b@h;1{Edl@0d3qxMcm}C&dc~g-6 zM!`iI6*mcfGnt|3L!!&$5n1xYLF#Z`R-H>61eM`214P1QMPRajgz2W%NzN(uI*PCV zhHKsf+b5|ixz*l1Cau08f9zs2r&|eu#@5%v!`%KPlNPt6vO+t|;4FF?%|5c75#}6o z(ab4_ZOKpiX)?|roSsWVmo!p%?V*W9e`GlsSvn;oN0* z>KDPPA}bxeru16&UAdMOYP#TY?xtUnmaH9CAwX77pU1N_*ov~Uk|_SjQf|gpMLhb@ z2y(wB$gxe@lSDwghJt))ChCduhUO>u@;jz%4E*}LEpd#dp#H(v09FF&R{m^(tib^= zy<@q;f`CYd$jK_{o0>-laA!O(S*jME4H8#I*qS@n|2edkl+alVBF2*!mLS&M! zC;%b@<{13-!Z;>APQsoaQ@?|#8GlO@54&CU2}u@@uY^SfRrB4;s}+p3+XlWB!9e8^ zj~w_TP3b&~zlc=r*J?K-4+weymtYECKBh&BLGhS)(&Y_z>10;8r5MC`0jBc4IGiDR zd73Q^*W5S~d$ugqz6=eaDl&Ihr`)g@OXrO?*qB)E*nculXd&WjsuT_lqCLO)1Ym0a zHr3Iy)=%N_-E90oAtiVL5~pb0`;~n?43@qZ3l+eNm}EzBjv6k0<5nrCtXh8(9J(ALjRA z%rD{ZUS(Avq8jtfz=)M7r7;4CV6+C6U^Q6vSqnSbSJo~wi zRdq?_?apteU~uD|8$Q!NZ+XisO8Fa%F%Spd5mvF~0Xlg2^AF;ck4+VvVwrVOdcHUxwO0$XT-=&gYllX;s{apV;ME4vx-5NVH?-26yLVQ|$Y!N$R z1q`1}&whnOX%g7ByO4)C0a1uuerlfjAuemVuC_kw8}$J5J}<);1AVsox=kny6h~nS zO7<*WdBHsk#G6BkO8V}{T*vrhYV5F@-@f^zGeZizR>d^^IASv%$s8|Bn$;g=7+R@d z{eM=lN7xqn8GWbx@!00K@6bChoDSeif~-yyW$(FQS#^{o zaAP?hsjg4nek6m?_IyLdSlsx$jqhNF4a?$4Oo*~B8^yeJVLL(>a0ksEb=9iAe~5+eVv?pRes&Jz zB;r?HewlsV>BFWO*pyhfS+T?MXWyE?YQ zE*?rVP*qZ1w!v1Mg0^rr`36iBnzh{M!1keA%o;B_cSaSwlwEEbsFc9{4o2`2chtqx zlat$pD2w5h|A`z-!n7lZ;}z}1h_MG}GofhqR|UkiCzEM}4Fl34JY7Xypqya9RT;F> zPFY4-evAy*K7jS;M(zX3)lhOxU6}pK$MJ&M*`SLw%Afa|i<0uk5crLvO3*nhHZcby znzTA08)q6O_#}krNuOG6?B_II^{_rWnIXiQG%teM3OJU~AAN(Y?#Cx!DuUT!#~j&s zG-zSrX;;hbf|*@wexLUaw?Urgt4sTBed2l@;JgA(dpJTyfESIyko!?OT*vvH4Zv$Ij+niD%bthX2LA=0Pt;AMY_Z81=iUN|ypWQuzH(jdEDzP~jL3%R zi10(D(gUWp8-p4?_hiWyW6_;L#!qUPbRsYfa2P*ite3d=h`IL}^=x^2aZL^S`^EE|3S^CuPzfws~irL2caAT}rcbPnmVdzK;s}P|Lt6 zsojF#hZI_SzM|)!T4DtUR!{7;y$-o0P@JrY_EdWeIKlQoXr<|(R@Z1+4XLC#h2CC1Kt9SQ?cqYs^J(}{2#w* zY~TGNulm|VaEb|*nbY`b7vyot4{34K!+eM`^&S7V%a|E;UXFtTlIBN8A$E@O6SEfY z)1@C;s}dAIAd5<||Kc{=BV+;p6(wAm>iX$!h>r&RyUgPnoRfVNyk?<@aO}3nfd`)Z zeMAwux1Y)Bwf-+!4iXZkVnR7YeM7Dh)f*$IrnTq!tN6{%583VqG+Qn5hlI>l(S8DEsF3S) z<+wZ4@@jV&eGKzMlr!3B*8+-na;H_SKu(ziMMz{%9>L@QM;*!Pt?s=2??v4C3=lZ? zAIEEEfgbpnJADNtLuQ1nS{ilFE|l|(p1>-PRSB@@WWFT?1F<-n=fOAGJ`fi|JGc6z zxX@=EBJv)St{=?+XW=<{I4RT*g!y)iOnwfZ<~4a-Q|oWHHk^>IZGDhSAN=%-Ddzc!+zVIF3{Ppy?htxQT)&je`x1X+^cWB2gOTmZLfWsyl&!1I*ywvDC7vv z53$6Cd&Q>NA~|Ao+xbCOFzWg%LJS1&>6R3GQIteY=GUYd6K}oiefxC1_FrHk1_ZAC zI`C%FH*Sr+eQinwT8HO@hd)K^a(tty(H-4^!&>*qi9a51n>tU_aFj4yqzT-y1*3oS zy97YCC&k<7UzMlsETiqK)mzV)L?bw|rCFcr@NbFD%eKUlbfcRtol-rbHPg2C(Ug85 zxWWWCjkC|=JsLNw%8)DEC1+eK!!m?yolbft>MaAO0bJvK15%!s)hhSG9H|bD`Q-Oc zZ$y%}CzA7kcwdnFrvjqk6Tg`xKFx)S(O3oSq>=17_3=pX1urZiGYZ=BXQI-G$~Wha zW$%wpmku#l6Tb)|K*i-cXdA(<|#)yvA)=kVBf!}#?5n!hm42hTW zBStkzdL&B@r3N)&`tvsF3$#MGO1j&ZJA9P8@U?Lx|E72uffDC=Sq3CrD%pw(abfez z&s?on;>qox5V_Tg5#}`;Ix_%pQZGF^ZZfGHwb0 zQ{D|ZKdX#(Abu>Z(`2{Wk}+RCNBg4_YsIZaQp`8qY7X7*-~}5)gMoG$j2=|f%J}_$ z0Vi7I5HLJTFO-*0&yIyZUgdOZgiTw?fkbnrqFh9X)v+o+YU6Xjo$W~*@uy!|cQ;uj ze?mwOAhHvwPmKz-#g_Nw3Zt{0*r<(lA}8!LXjqcmsg(~8$e!FpEjwCY6=e$-?m-FE z!?N{RkAzSZ`U~)Jt<5@&`Kv6Q8ht+3Uzu~kn}w~)ro9}d*HW46SpEoKY>@vo4mojn zNtAtUsHOFmFlQBMP!X|m2-WdBeQVN>CEE{B_{*Bv-*jJIEvCf}rMJJJT|pJ~d#U2hf~iK5K&Bj|a_$kIo4a&Fh}SIml;jU_4Kha>S{JBXY?8ifF3 zGPREX&DG^05^08*-;z-fFtr6aKmIb^5CwfrvA&CEL8;9MPZq?17SeS*kA<0`IlED@ z5!#=RiU&*NEa77cV@#K$9Ba;gESM$Bow%Vu(Mp)_E#ip3x&3=AO~@+DJMiAs)`i_P zz5COZjAog;@9#ODUK6sRuxq+U6^#du;3EDvJ}fC#Ry4Enio}fd)X#o{MmAQjxj&PP za_Ol|iAqYp{`yu`&s3*Y`g=Pq3TzOWt3IM<5R3F*BG`J%DHQbivz2jlw1` z=hw+DvE^6$w0Z9UcCe6V&d0*G$Bj=#KBhZuiBz|yWrv)$i0AFj@edt(fx50nvJ|Mk zna2rcF)7-2t*`n>=06(7Wf8zP#GzKL%z`SfglUAMYI9`;$;KYX@%*OUnl@)II~drE zPajEMJcrbIUj;meZVYgnb@IU>-SI}RkLhbqBme%%kE<$n zO`s$+P$D9r75U7^L2#oU<&Xo{REsi?I2S2Xa{uKsWOm>|Id4KRr4ZeFy+^L-RNHMXlv zGu=@Z+UblgfrJf9sdXPH($XEJfu_3&mng$+VUCA2Kx*g`Zn&EISOyiwnZywz0d@rS z;-lFf?#x1W!b9k)Rp=s5Y7J z?j&}|8~E(v01o(K<_g`Xh@3o3Jf$S5ua>cdJ-tMnUY7N0>Yn%{gPL7ijDQ^7YVpxu?RR9q--CLkw> z($J|Fpgp%L5_luA4xcoUa}Etd zep-qrNUSK-{O7B24?6@$r&rM z1jn7DV&F5Sjxo8{iY~HU$ByOuGXWvHxhIMD|4fwKg( z_FRUhJCHAAE-N|){8yzVsRNg>LX5rE8smcvk|xtieP?^lg&})bW#2=z4LpbfOjRq4 zmRfjEGLbHRlQ_PqlogHO&)}%c7hEyeR}0&t~!G%lQeK5jG}? z3&^nF`bKLRu73S$%Ewm;-A7T-c;)ghz+*`z;SY=irZXIy84`7BJMJHQTj6h@jppJV zU@SlNY}Mwe_72=A2~vLnPnR&X+8qHi)<}1K^!8#j($>9&^$|MAP001dCdy7x>7G`7 z+X4(GZaln5JO14Ch{52ip_JKoGry5r(eDPF` zhCytubfUWpb)lyPP`SoJoDHI{>9@t}!B!2yxIp(JcuH`R3e^M)C|U_JC%jPID0 zKZ@C!FSxb5{9b~;;IiGK8e7VND7B<8R`8OrmPq7%xvWF)n8jCS#@Z*kcBj!n`)=S@ zrP#g|LEgpNOkkLHq*R>P^S)m7cbF@S^1GEm(Vrt!q7p_v>MY55MW7pS_te=8pe!9^ zcE5`G6eZGaac7pfNAfiW?viIK9dL`$n!ARC?2jR_2w=ZL5Ajh{ z`-RmqIDh^%0FSCuQaj4m`Lmoy^`f}uds_Kz0WaS{9yTTdY8&o4H%FH73Z)R5lqtKx zmxfipxT{GC3v(2L76s=(y4jrsR=^&gQK&W}qcnj@fwR7820Xo~xi-PF`+~@eA9gRX8Ou%q!{5IG1tuHKz-IHV$&wxoGO*oMT_ne}lM^m+cOkGYO%KMHTUe!APC( z!(B&;K0}2>@2;cZ!Wm1TuuOzsktx%w^9}ipa8mcG|{4*=`ieo3-iFv~d4M|#G z^V;E!_SjrRr=ZxVx8eym-I& z%@5FTfwjaBs^e_2n`K#0K0emI3in@&3q*`zXF{)>Khu9olNE>BjJsZt%teYf3>C^!)=yIUL4Iw-|$FrCvs@;WTDxzT3s zAwz)?wf-XDs0xGY9gY@e!XL-iLV`W_z{CYV-itmo|0}*CJS)d8qlb}7Q-~=^A=w-< zM*kBr6@fZ9mpDknhdXL#NV0l`vk;Ha7ha4LnXBh)_3Qk`)QxI8K?JajmI#bhL=>gv zji@JzKjo_9`IpwvszQRXO0$o5jUNnzW9#XtG(E{WMjmsiVGh4zJjHsihd`H;&`e%p z)$7zyFJ*#o-%qo>o<5;+t$NwU#Q$+Z48#@6`Lh0 z#=~bHg7PQO^9~s={qrt%f@P@_QIj{-qpnLV0gwE8_&{xr-^UQf=d3IzbL+*HqlOmf6GnqxGxYNC{lQqvL!K*1{V9!92^l_7JSaY23i_25 zXFrwzEDQ6XvSL^WLbYXb)Q7N7o>J)0#l7k%5TQxJzq)3vr@N%>oHeF&@7JByQndO_ zLpci{6b-Mk6n>At&s@s-$ z(h57RU^)3)XHz_cwO{h34JdU(m7X?kM5dhM*%980|>2DukmuCMwyKtp95yvMfjyU#tz_j#y($csI*uo zM{7O0i6O4bSrnDx^6zILS9dr=orxsW5jR=ru<@0{(j@%SH~50(I2N$rux9a*=UJ8& zoLf*cbEK|Z;y@uVZWvKS$+F7KOlkFOI{lZ8NH}wul+3Krif^?=Uh_GXxs37RQ_7L} zQgW7_B^uz{!gr4S9}*}Rx*wD|r|5~+o9sZ%WwYkD6_wY!QA8V1`hHWJ)S_IioUmGm zh+u$@OSla`Pb*Zh6u?600drnaIS;z=LKG6O%Xk~@=W=Z^WW3_b&~MKgUn_NOKemCN zC+r3mG@s^@LvgTtiaavK{+fdKfp*d_awuk0(uPBbT~UVZm7dj(1|Amb{W|^RtUWPn z&5PlHQDn>_8c*r*Cag{Nn*vGqx`&$~`Ax)HnDg#RTWQto!!>;?NYbLH9VcMv9Nvv1 z4pmZn{A;>i-CRc$75*4xxao%jo84!Axt5l4KFHuHeSueSc8i?SRp(}&;XqDe2x?oP0= zR0|e5$xST$VBwRHADHv*y*+DH6{Kgl9GS&}zVmmVLkY6IaJfOq@O5Ml#=W>+Tvx;~ z&1Vr(?OFG0Y9Qnu_x_^Vc(#peADlSYb%P;UX&TT3jG%p@cikKvjQu7gFkMB;qj-6T z`#7<2R*ArM0sS$c2G=LY3E{~_wWTSRu>^06nELwj#Ejpn0uKeHEgv+bFA;_K;o~G& zq|A!aaV}K6wWo!uGxXW@!vLK65F5jqR)Jq`)?O>R3+DE%)~rPxSi<^bCf1Rtn5CaZB@W>NodcszKW{%234|^crxYQB)(=Y z3)Rfh_}4uB@xfCEl2k$DLo0E%+r!obmfC_lMnhAPk2*R_gHOk>uapeV74W=H$3kz< zTL}o^sFp2?#+3b(bRyCn855`GlO4_gFVpFkgjcVuv*luiUj|wpN&U1=dLMdYucu^BeZQ-;@O3+=>oJp_&jS%RrKqs(em$@)iO?6s*7tR* zS8<{S&q2jf{gP6ug;U^c% zA6}?X#Hf9G>2%)Xk+ca(!YvVF?QO&TNskXHp)8zfo;h_Qa(&z=hQeqTO==0d?#(We zjDIxNL1AVignL2QeO180n9}GTU@ak&9S1b#`=%7d{e^LCJ%lgyRRzw$pW?%k2al%< zr7l%lZZ$1f-aV`SHAFl`FH-6!A(G;AXLMGXC>Hwe^oQr1c|vgd^=E-1_1B=)!=}W* z*e%3w%*;0Q=vo5uZ#GbMnGWUa7#mh)TeO@xbm5XOU$pW7tIf6e_=DGHEb^%E#jE7= zBx_h@RP+IRk>i=0l8vs{6rPh9kjM^L2%9#7=iYVU7Vd3=ksq&@VO4#5hI~`UJU0Z6f`+84TprCp3x1Tnc?W)KT zPg)8kBvxeca{51j;pyl>RU9Imz+kUKmE^|M)HwZq@OpFFpZd*q!VQwwmk9=`plid8 z^P*sGYi3-Fhs~{$H~hOOvlPsIuGa?wkGD z<`d6q#U@FPffdRE73ac)+oNZc$i0|KHR(tyv8gZdwMOdJURjgbU0$l^eQ$u1f4hMw zCqv`1Dh>HfudX6HrJ3VKY*F+H^re+ng(sM~YaJwe4a-_r4RZ^PRZ4FL9C6b|s`WGJ z1r3D-$l$e8U>uzSjv3|y!|(yn*!J_Ivj@~P zbRVJx?HI9tMsMu>%+Jz@z7BI{2$ph{WW*;r+q>kOv<~7r!%8i4?$1Y6Vt5^uTBJGm z#M?7rVHlp7pkSTv*R3Ss#=MV{cjpQbmvTgY@mTzKewd|Ind0Bus1<_H;O9m@AmEt< z=2R96Tw8o=bTqZ)>`-X9^eGDZsM|PFh+%5g8`;}UK9}fPdSE#iZb$VfQeG!8&w=mZ zS>l^zFA^B&;qnGCoOQm{I--Pz)0r!lb+?cOZ)#XV|8QEF`+djRYVe9~W~`12aWoGnC)QM_nv zO=m;?UpaBa;2UtG?woKw6X?M{O-jW_hU2U?wmIlpSoYe5{KFa&8Q(@XXpwZE|Pje?X4#~{XrYkxEZ>`s}rW9+4 z?CSyvX)^Z`o|4GDRjbi&vdIFAK%7y~5uL*&@jlVGsS-ic;f_#mO>gWhRaLL%^m4^oG5&!jdn#%>5fOL#T!G5ZIIw<)?<(?_?b@Ywh zsHpF^eKiT6{REhLN2sftwbVWlg2K>8l+6_i4HfO4)bws{pRfg7sdb75I70bfv3P0* zW`m1CNl80PO2G`SZ@#Ad5qNrmhIGK*@N194egvVj80q*g9|)3XF%*Yensbs^jjn#3 zH;^@a#@-`w}T(Q{-RE z-McJU4YAM$1bjCZ#~g3K<1=PgmKrmo!h(Xtl31}Efl~cA@gcRmE`tT0M#RCLO~bp5 zxW54G#CsQ0lWq98jI%frPF^&v2NwQTzrUxr1tm2?7GnJoBm(57u0u@&(K(eAtBwOe}S=xSc&mWSj zF$y@0-lIiAra0d%rXt^``RaNIfv?v{`lK#3wL@uBw;6U5-7PlYem(_x$hgTg<|hOv zRBZfRLaM661t5(O$?QV;2oqj=?!O!0U zPpyVUhbvLSj8ZvBRqkGZ&+TAt94yyAn(qk($Yk&5lT+l00Mql_UvLdjh(&LYNW!GK z39r9OPfIf(J_{{vSY^uwq&M)yiRYz?m6c|23Z}6)HWS$~VgQ@#KC2S;n2vavjnQi7 zlE~)qbT$~eUzJj%hcimc!DS)X5_`%ggnoB$i1mjR=;{;=(uyEgt#7&&>$af$0?6|Vc+-1rqm!g3T*D{EfLQ+Z5b{%mpnIZ$2SF!|As5H0FC2yd;$ze zbd|3C72#=BQGc+?>aWV}G@nt|4(#bKs|QnpR>M-JctU93mUF;vUfPfx^5OI*b7|$< zJ4_HGI!LDM*r=q*sdSw{Y5uhO@a*D&S1&Isb!;5Zj6cz~EWNGg-6U{Lzl{Ms+9Jw; z(i>PWa<dC-zy@)JIM!ce=U2=g)8PLhl5IZ z)Q?i#zK9faL|~DsxwjAgDFF#%)`mQMh%B?vXs@vS&YP3q#_PQM*tf`m4`_r8e}De! zYI@r3wP|TG%$$!nlISwyJG3<({sy@A$TnUv=!T3gP!0x1fWtZKx=@TR-Be z>@7qU%o+Fk&i5o>`oJc~P-;q=wT$=EhTA8=XxE&otNx=}B4#wLG_k8fuL(fiUih9= zKW4rle8Oj$x^cUJf>{_VY{i5LejA=`27*D83o)}Py8BWO6)~Mu>1n*#!_X{TxFF+* zEadx{y%OM_YK6>SJrv0*4Sz3)(xeC~DShnGnceT>5fHN3U@#j)O=%EjTs6W?i2OiQ zk}ia@&33I(eZg+D9J%_XACGO6{b+Ai7(aWu_iF=&YBr8qZ zdv!f}qk9qMf)S*uWVO*|#k2n{{9Mx}F)em@{CjN7(VT>%oMcw3Yh&bDKk)P-BEKRt zQmE&WO?#!&(|9~&!IUN3JjzxVgNw}&PGswsV5_%w9Jc)(*y9a5MOr}Qeay|9HP~lf z=`{rg#2Ebgxb=*s**bf4ODw&WiXmKxf^qK#Kh&>tu|ZtZk8|ztJ3jkG-?{XzNayJ& zZp+8QqSimk)nkOEd@{GWddxFaXFb}>3MgvVlm2qH#l{yxsKvxQwDF|?-UBvbqpC*D zyEwsmpK5o%b%pfMm?iS$cK8-lo4#RvZ73v;c~cSn<>YAOENmnYQN?zdQeIK@JK0qy zR4Hjo-SEm*g_US?syY}%gY%MiXmse$Ed}=wL@w(9*b!7)E?hh~QSMJ@TdTiUnvQMy z1r7Vkk*ua)xtxD5{}8W8pNi>=y73Z}m&zY8+&@zJF8+v^g3 zPkmKyEYUfE)`C{emB9%P0Yh^5SyUkVZHoBdTxw8N;e9)Fm{K7Js&loCnq>);P+im+ z$`}(Yk^wRNPsEhC!JP&C3-DTkTHbZrhbDmT;HSdLqOd)TQ;{wk)QqM5IIXD;49@4g>bY$Nq{i#$PgZ zH-)K5VADZkcGSgcABJX^&@XD}Ue|<~zMJQ^qYUyOh2au>#Re5G-ME6*xl?9a6gf5< zQ73l^x58*ab#s9Qa3Snksgv_uI@3hP2X~xoGT8N#t*9&K`3J~ zlI6kMTLzlR8C{+~`l!T&0%Vd~2=hdIte?AB1lA@=@x_rIpbgNckO|V!j%9`JtrBjb zMC%0mUR0D&qDhy~)xtBgugr>!%wQ~b;SW&{i-Pjeav8hyf5$}|u7XHE^x`Ek>J*G- zi^xXQ-xdn1B8A7YKYerW9b zrh2GwmVHG6KD*Jnqml8-OA1HRGk}2}x+Od}s0n*aNk01_EtcLJZzhlmmM*W}ZNoW!A^ zT_ZmD)9N}p%X%j*T{a8H!7jt41!qM9Q$*3OgiZxv{mn&Js}QD>^`ZFh%y)W7wXJiX zqc@GbO4VXJjIIswSY_8&q|j|q$9v+`X+CMWvE|bCKJk(*^}9)Jph=jad;QuZVC_KT#hPDTs)ZScr*U4{kpv3y-kN zbJ%B&FwOBoBN6Us`o($0I{i37v{?Pv6rvX}XAQ5UO7!7vR0wxb_?Y!#P!}M-vyycf zLq{}&N}A{3qipI}ch zhXLo2apQicKZDDD(EHMtiVy5@XPkWBXDis)W9Ms`yAt0CVTHUUq#>=>S%|8346* z*--3K;Su33XqHLlNFJEt7qbzLuJO{C5_&e*onxEs%D2Y_rTae&WQniNorinuLKaN&ODJ2%WdV?d-xq zYceIno3DWfp{AM-d(&|pA&3H{f1zzm#{MDY14N@zshx!nweBO0SW1d#aWU?U3S%N- zl`j&Dtw>BF=z|>5igFLb!&m|eVGh-+b+&vEruH)5Xj&-j;G?Y1)~b^W*Yf9Y)IJ%Z zV9QXW@TpoV_c*`qi+qsD)UjsKLT4FAiTm7s%(Vx6PZ>~gZ3aZ#g7=8ctA*Jax5*9A zG4mc-#n~G`oiw`0nlN8{8;r|Cz{8tyoNffCPLV1G%a z5rkYkblR6i?kZOVsz2C7+!F?=*5mnWzPe&ENI z4TpE=)O0doR6qUQkOz9#Hdd*ayL zXIRnNq@qsK8`Rm5WtTL=jV*Hl`p(x+lqvT&@Eg~HMoIz9M_be%JVQjVBo(Aml4W*A zWv69E)OtJlL-{Gq7?wJB*C6JhT{HrW8mKdupf_A58yHE_k&QgQm30jQ?VepPuvKGgAo{xBn;gPwiN( z`3S_13nizswxL*x_U)7d$)g#DvUnC(u)jJUL$ccFY}Vwz3y|ySVtIkWkYEZ7YKy&uZkazh;|yEpwqDW$;ON%gSkqi=?ufLTf?1c zMWvcI=+vTu@3n7b%d60uq3=0G+N`q9MT(QZ%K}HN(G;>1ifB?)!J@YS*VeZm2xQb1 zxsB?)N0;kLkW_HowC)3Oa7HN?aArv6m`PPn9>LoK0m^n$8*hKjeb3-VH@;0v z%aHQl=K9=f98DIgu)_^Fa#)JEGQK%2f^|f%w52QWL4PbDas3t(*I<~Q1NC9-skV~b zYGlGYeUKblduH})v$sW#ej5YH7?yvG>B~M^k;up_f({utCTnB>-dGZ)2|lbL&;QI-$wruyU>a-c$?Ptfw6XkGwoWEUCUFa`iH-zI<}y zjliIHJ(T06LHi1U3>o<45!IR-ZgIb1OXdnb-n8aehv8!;`bnuw$&r$~WlsOfIiXPc zfS(6An{N@!r%))6sh_-Mtq6l*JnpLHwWElpwL*qQ@73Hs?nWU2?LFQpKk1g%>CZ6N zj~t8sP<*G6@Vwxo348X=JYw;?LR}t;@DTsSV|>Wvw&A%1G45p`i%k3mpCs4mq-X@b2#Xi| z`DO3nb_BK~>9{zMcS-+wn{vEl>0T5G`tHjCRLF4@Zq`MKy}Pzg)7|Mo0e6;smiT3h zOZG{(elorcFICV!@Bk2J;fG@ko)FBsA#W*iLPlx;|^ z!ceFHzbST-54WV@`igrjyR$>5uG~-Ep5_kkU{iMFaq|RxIsaW}% zgW1-Fs&IF#ly%`G5>KVUGqi588wcjj%|q97A)|>dlxdwoUJ*B;kstx2=R(X2tr%my z%1s!icM)$6eiG3D+zoA`+vNILPfSlwqGa6Kqt~!&$8KlE_7OuWet~g+P�eyWDo? z5oa#^%CDN;V?iMF5^E zL~XrdFjV3&Se)EUdC=1nCvSb}8Nw1qW~jbsM=CyEe8}Wi&}De;8#i9Ed^bHQ1HFAr zR*IpPS4_zdIXQ^H2hU_{OonDwrU4Y)3mepsY7nlw5JL3S8s(LG-1m_oDfZ_{-s^Jy zNyf`p$Ac=l>U2W+BInogywFOjI~3~X61Hi^rXp?MuuEOUb9uVDFJlJB>TErx*~`{MOA` zCV$LV=#mP%>+f0eY;4K-d5C^rLDwP;caak^I-Eo`I?gG6usmCLQHznV88F0qwu*^F zOp3w|TR=i^RqPb$L;gd5yge7>vVcXwpJAMvj7nUxZi|FvI2C)2qF`K`qCLIC$&9vv zGz=_=N(=025h0s5;fsuS;DIH|#<$yh&rB$9!kr3vwTo$Aa=Tgs%$hSaPUM@wliib_ zL$iYtJq!s~>B**5C$`SuHgwX9I`Ty0B)SoPk@!(Z>G#7c`(gA~!Rc)0>-j6>obHFA zbs%;%d&Lh?;FS9Pl1CK?>ai9M8833^_BEs_Cl%Pn4zfN+mRp?fPb2m~Zrh}>qK0n; zpFO8)Bf~)mzyGYGg>bUk8LLtn03Ueef{+{5+SDxJ$+y2uXIhBr=vZE}bJ(%FW`n4h z&)(e7{T#pWd8SX(vcOKvOs-vJHe<%&; zO0fCXY9rSC<(dn?R*H01|0XAEIj~E?d2)Ux#%+UOQgBb~KCc&F{OGjwU7?j>c723b z4A0m}QzwyjvDUW>MBW58D%=7m41T?i!FH*Inw@29n&BvJ^|M`XRHen8h?CE3I9r#U zoG6~wVB2*lND7-m2gb-SR~Qb8Vi;A+6CnX^WmNc_u8j@77lUVy=&Ozl4a)u!NwAhu<>^9-D9o9W+ zR4kNp7VH75KRW1@blx> zbPWe4mJ;9F^WMaTa2~a5tASFTL$z=p$rl^E{u=wmTc|j4zCInWZ|;#e{fR?dmp^|X z>WwbXL9HMy=?2xdVizp&4=lsLobnz2j;8vhEeS}5)7d8?oAY*Im_a=H#3>ayH`OXP zZG;VN5b!lF*9AgrZI$9SO2=h_236bmb3rtui(|<9@x9;H1)v1g;-c{~IbLOpX1= zLgp$Ih1!=W|0<|#y;E?mU9_zm+qP}nPG)S|wr$(C{e?5OZF9!9bN;h;t$nq|-FrPo z)!VA~*4k4TBfv3xv5Ozq8YW?vZp-o3t5UJkBE45n6M`UFP52)2ERHj9HM)IG>mJl_ zfpGObXgp#qdK`Y7)b>)gKo@*2n~*j=Vj-@Uxo2Imjes*m1#8e#SF*SIDUk49VuS$NOD}1< zlv9gOBTv@(_rJ-TweUpgl82U`ja*X{H=WJS2ILTN2%t5^+1Gbq5n4GS_-j6<9)Wq3#%X$ zxh~^Pkjpul|MrJ(VM4idUq|d(N<-H9eYa?frAo|KP6%zT0)2aNqas-n`NrhI*JkpJ zXBzj3TaZf#KckszOsJ~Ir%bI`qe-|QJV!!b-IXSE*3i`dLU}+3`+!#>zD9^d;34r* zu(kt9!@>kE1N)K7l?$+Nm8&WFXDwrzHmpsozi9(uSv14RIq%P)f*$nCDl)p3NbtU` z7p)pBydeSOOF)ZSTqX(|mpf%Jk8$nM{Fh&4IkXf-p_%&@ku4?-y|%23PtXW7v69iv%A-lRk%Cy)f%I z-RZWfc)d}#fYc2|1s~BOxE^R%R_c4xaKOtQ>HkN}TacfXIvRrgr%$agd*W<8{%%?f zw{x@h&0#1K&Lky6)b~OZOF=2SM#i+x1&f?IQ(im?hq1^m2yF5j-E^rnsx`!p!N0cv zc!+t%TeQF2zdB^e5a?0%Qf1#LBSpjI6F78A=|;vNZt`yIjB6hr8p%!QS$Mr^`b2Trimb5-nx%6n15qB@+YW#IH^$sFkF)(?@D>A z*r!VnmbI7Rz!X=tvR{D*KDy2l0O`uwFnNg4Zo0vb0j%XQ5OV|@Hr4on_v*Aod16&y z6FEfSAO48ISh16Z0tC+eOTHD`A@pwFAL}^9NaYHf4C3T3O<3UQlo(QQ!8l$h9va;$ zfZW|B@K8`4W8VzYG*S{VvpkVSYB2OIFrJIvK-8=${%`UefpE%O;>S0MQkP>mJrOLq z|7wVfZ0Ps9XKX=0Q0@p;Y*)n~+VxXFF-+``vfP*fu(ow$Rt&ZH80uFh`fMq%fz*lw z+D-DF-@=Ct*pRtv>`<^5D?;i1+;a;O4)&pg`_XTH>|k3@9tqwVbHYBv5t{e-+UXY3 z?27_w#xAZ3q6C_6xGx|<(1I1=&tappl0)nX$XQBkPh_#|nOX+2$wW;1?UpAq-|~J# z(mY)vn0%A@0ajg!tPfaNQ13GRFwv551HA|QCGgX<7;?K(L}9s$b=luB_ZEmPkRFQ` z>ZmmT1q`fc*)j__aT1uC0C`nS51_?CGDL{qs6tCX?2=3N@MQ$V8qmL1Ec7DdDJ6(Z zsyk$Te04Yev1z8NW{9I3SHBE(WXP&kOEs)<04CMG;RTI6qUW`^iVvra;t-|Dz#92v zuplSXPAFw7n5#9Na(mZcw#5?99MU6kK*8wuN6DE7=gT8@F2LP!q4$HeEl| z11Wze7QR9t1SkJ>f*US>X_?;Rtb)ahIE;2oA7x8a1R0J@kft1N#&rv;UIWfs=&Geg z_s(!zS}&_24*^|SMH9o5|BEj(7Vh&wRa6MrqYC5icVnZl1+S<7}YB*-j#@WWwL*H6@Kq3fQ+ zs*PDFE}oNOo4!8Z1WGGy`EhvPyXr!|lVd0?FjOjR*lyWa=UjmuJ!!^X277&MWcqW> zTu9u)<@V6n`)oJ$g0#0tQyHr0=GZ^-`mxVYQod;5-qZ3ha`@reQjn98V>$NP*W1EZw@x zUwQtW9eotB->`$G!ljQs_{)YnfKp+@mme+9k~+LGeX~f(I{bl(qx20g2TC)2M26c6 zBpn#F>ji3yEnxFOMO-nA$C_u`LIh{9po|q+I zy*Z~N*3gQeRM~RMPcYO|?<5vp1Ao4*b~Ya1VVpGt%1|+cix)C3taAMT`S@#Ma9)Ye zfF!nPaJ+^3P->SDk_qL65_Yv~G&l~yDQ!>*Z%=4+UKtOOBddQZ1hL7lE}CzG&BVg| zyn;W}&Kyxne0Q&d^Z z4Zd^ox?5TUCG8GI^jOeJoF5(`qBrwoU4tziU#XtUK7kIvF_2Lb)inO$h(`2DHZFu*^ZArJmkLp&{`Nc+V6Swq z^&yrk2F2whqF%^Ez#le-YmHg>Ubco4${bX14ig^vtt0`BVF}0`m9=s@|wx^rbg2 zsA%yh|5C9aayCfrw2<{g<3bcJx z6i5tXOUf+teE#$D4Sma4u65ICa@4WG_FP|euVdH|b<;svB zw`-3QS4DhS8grS+cr5%9z3gsxl*5i_uXdu0fV0Q(Ts4LhIFp6} z1M%5aC&6eyll#MUqG9-_8`cXIk~g|y8|{>bi}*IYzKEfrEcNGja9*8;Pc zVV5rohQsfR1xEB{p0m|)ic1zIZ)3i=pH0inY~`BB6lm`b8g(s3$}h_M%j4z+XKn0nc*&1Hjt#w< z4GI)#%X#DB+E{MnVXhg0Qv8bx^do65wR@yijzb@)uW| zpq-oBC|0=wvb&VfzBvM5pl5mHIki{D|8*qwF3L?t=zQ5nr;1oZC!MyvDd66lnb8{u z)#I=ELf0k?eIE9oU53VZ6N^{a;n9Tj+WabD8J=jxW$8FY902U4vqk$=D%*Kef7ywr z_$|P&f6Phk*Fl5l(=7ORuW?1jI?s5 zBdG5(Aj#Q`rRR$z@Nk9f#LAS<5Qv) zh7|17YR8Xvln^y2&S7(7P%EpR+4LEY6u?!2rwo z8{^W}o%_e|!o;Y2h3eJfL{;jZ>2eha(^SRUdP29Ppf$PyfCrva8AK zEJ>PabH@u0h^vRq@yFu^#5)UhJxlBGGyRw|!MR>y9=eYSTVs#3Juk#|jf zTrISJ&G7n<_r=FD)ZRB0&$+VUU zMBL%hTzT{h?w0XiUXJe}Owt!{QGnBrdb6~c7R{5)1mO8v>;=XR)u_s8y;LEe=cwyD zQr}qxXkU?gG&`&d5Q}BM+C(;rtFE!GrX_R45~Zo{P0sL;R77GUVf#xWID1ro%ocDN ztJuy9VT7{^B}6lH`D3ve-@$Y-;R#5`=?{};8koHP)vo|WVR&q^GLFkQBu9yTAO zPuoy0?B(Ry|NiDMVwcHP@NgMqzuCVWJrm>hlFk)*BRB6aT-hvSEPf8b;2WAAruhJ& zGo8L)kda(-wjgPrsZm!|>l`@mN+QrBwzEAk3flH+gXtmNF*>EUW3!n!rHeFujd{8y zZ{g})s8&&c-bzNsh7nv}HDIZEUMw}sP~RvTNVW{$==NDxtw$AkAd0eO4d9aTHVuc2c0GyL*Uc9XUqisQ3%LO-xcg zM@L}U9kiqmPf&s3<5iGi#f7>u4{Kd}BB#^LN29`f1U-7z7lWi^@KlY#6j7cjReZfu zqVtV#Kwmpy>M9vfyb`D9`m{^1fSo%46P!%OHIt`N6;3+m9k7`QA3Z1qX;?Kgh0^dF zjU@yhPF7#{W{ws_ot~n(&W$MzOQ_IHqU9h8K^OTvyGF2qnv`*; zH=Jw2sc>DP_~a!atmJ9cYWn>(l4hj0Gtk0NafaMDcLcsj{84@F74^^ITto}%64@(Y z8##kDN+?(QuqgeR0%Aw!W3}ZxB$x$~%x0}9b#wDm`m=PGUPn*H_4slFpD1gBm^3sp zc#8tuH-^OB-ZX)p#MY9U)5<(Q;d}Tk;pA2{eH^F>OOi09p*jCI72r0TYdyq&pB-tZ5>a)`&m)- z{HZv{@dA&qX1DhaqZa*a^?x57^iC6$lEud|mXb31{wo7C)L6cIMi0QVL#) zp!6ORLbQC0CdI*?w$Q(5DNgh5mNZ!Y>Z%suXW{7don+EH#ZW_dY;{BlU9>KPNsEO; z^o#nme9A)n|Gb8Vt@RTUh^h{9qhQz_1au`qW-Pw$L*^MYfekqGw-6)~$ms|utRwz^ zJxc-7ygDPfG0Ji3<)7z|KqdCnZ}O zRR2wYC6LrbIamfdY2ie`gmM>E?2B2#PA#XT5hs(6|E{z ztNQJvuCqXOR4}x4*Rp*|cx@x>f8=@{OJGpPOX&`12Tj?oPJkLLAutr#n&~Q4(V0xv z=DazM8vD{0BbkDv%1UA;DP20;Sluu)=kWR^IG8~*ZQui@YGex_LiItqV+!etdPIIa z>-L_8CpMG#z1VcR(Ou(!Go-xCTr|d#2+1My+1jAM|`1$*iW=DPu zHOcN$Kf#$I)>oxGD)FClAgodgG(7#QBS^mdySBF)(yip(2`vEhc-RWP5tO1BqU;Cb5&It9M@H?Lm`r zR9#|#{jbS(ifPlvwD|o~p3*`<1+a(eSd)NM;<8F0?TOclXUdh##O+RAF(0ixLwq?F z20w|Vi=2JK#GUK}o6tdJW9`6pUAt$9iy>=nLL2J|T&OaLnw8~6t`izKGPrP$^uQfs zJq3;UJz$*=oiC?sBX;~-L1C(KvCsLMA??uAV){Oa$|vh^ahu?iGQGAjWmX;hH>FBj zV)%sJaSb!P2CUN)iIGQfh*C4m7|7_7{z;OUBsIu_BikV4f7urZp}`w*JNm_l8@#Gi zpGvD2*gx=L4WuIYdBmGjXLPHBD$! z8$s-%&*93svexBAC}JP-F`L1VPu+}m@@eRD2v$P-Ok`%rtYm5V8&uRzA2rXHq?!kA zTfRp?j1$VH=Ss-pHQg7tsqoLxJ<_%7RRp@UmgwRdrqCTw?KrVz^8tl_tA;MgIjj&+JVNIioIyxM%a9uHFLSN}LhtYL5fxAVMEeJ0@=v|u0oqLR;b zR$|d=#G0!!{mR>6P!(70}hioEkY#PadCD-O12d1tv@3P_$@c%vgROFT&rP8@!#7| zBWByNCZ}MmtDj>V61qT#k7ES9o}j}D^~}Gd)GIh~^Y7g}Fm38Fq*%p4-*0u9Ha;c%R7wSTAE@Wk z8>tUo0#Go~h--vtGRC6GN1S{fNnbJiP#&G3f&Ji^=bCg*PxGzWHphmpHQ1nFH4az| z{<@Eh&@uvmjic)wm}82EOsiZxGobCpO;CLQ)s3_EjQuU)!{$`QN@|aXBD{cJ=n0*N zPs5jeC#Mk;y_s$xP(Q+;4ew$y8blXCbgP<=8tdL20oUrFtJL*wxUX)#wCU39wO-;L zah~s-GQ4-j??ZK5Ss@(H532PZCy4h;)rly?BvnenK^?RJFz)S9T%&n7ky*k)!j>k z+~^2lWgmw87_>$Hy%yN?vsltv1AxGpZEcj^YVl@C;w1_mgsi#xdIy+Mv(Zxz9dhng zP6U#}l;_i`Q~BkT3Xjt=I0~Fls*a|a1E;VtcQg(TIxE$io}dct0aj1{YZB{Yelfvw zMf<^mmb+Dq;OWP)7-t)4o~5jR+R!bDUU&p+nCt10YB)_2x@28Ovdf11LRzb+@D


;@!b0&pn{D5~m688EOlGpx4!tZt8v5BkUZdB7qy1VsWHomZ%7j#sX`oa?T2Kq!5IB_vMGx5 zI?m?|GW?GVFR#6POw~0BwR-IFs8nuZ5mQ!cdEr(ui|8B)_T++s3N1IUXQexFM6A8| zUQ}ZFsD0|qzf8a~#${bipKu$wakB6jD{$?cgfTHuec*8F60#4;=;Zp|@+FdXoI2zGby&lqnd z(ftc&{CbQj#bm&*{aIIcwOe`yO2?B`J)Z+)0J33LM424C8oR|oU6eFb=q}qTLx3G+ zQd6CuD6GRDQDjji;F~jBzdt_@!ZNcO7>ot!v&&2d_Dog5Log*Oso|;u>-1~=4|(h) z<58GTil)(;$EB!!f6FmQTfSYFxe9VfUZ(4et zGjA1|Fsp&Rt;;WNx5c)`25s#Z7+>5FtOX>Rq|e|i{<4pLe12zQ4HBdWyRl)a_9gW& zz(zQ=|IOl_=UL_QvZ+a9@BY`+EZU&|Q*iIf$L_8h-63lVoK~=B$ah&m zi$*BrkE&h2z9>FDrF{s`&d%VDha-Bv!<@`({|orrabdaPg>)-1NcA}9hlL)A;_r9B zzr6~2&e!yHLHrp7p}!G((+xw5v2r;fr_F9l(I+UXZ*89>*^O&?fvQZ7?$>(4{Hr0d)gltyBByllU`PF`rEVQM!N?Csilj`nM{Px+(f-@^lCAswy8i(VPK z_Iyn=U~ax;p{=7ADn6@)F-7O*j$Feu;II)GWGY3=_pX0A65s$-&Oo`+I-2sz|Cb3S zJnuZj&k08Tz8Eb>rMC)47fS+6cdCIr?F>tjr(Z8<%ex3km>IEnB&Oj58aTd4z)8GT zXH_(dX~A+8aY@DebwKq?om4}~2+C#(i3RD)xGhmPwSS2mb&9Q z=}SvRlOG13$jA>MqQU3rXV2_R1|1aTWn70u80wl6Y6KP%inVjcKJ~uLeevj&Z%nJ! z^l>V_FGj!BLAY7+@jh#S4l~w!pX@Z($mFd;HiGMmf1&1Hm%vWSx?Iuy^0f;hHhb=v zCRux#DkMpCn69qWKDsHAx3H_hLe`;zG}H);Bz|o0cCt?_A^H3g8Nou;%HOz?&d3CL z*>FG{Z+@6&$>ofbJtLn(C;g}oZeYx;YR=1M9J=-dg&Y`F< z7Nk#NsM7Fti11<*&xPrK(+qi&bI_opG71M%i8)fnUl#$P&!ZCV$DjU9JY}Jb*8@l( zC}1vlcIJFK3t7mob8H~tvzc!-vA2=5g3eUfes;stObNe5 zBpwAn)PaFu5fJV&8Ak zm|iCd>Gat@=mBa%(sl)XrJ}OIWMJ9F-xhXx`Oh1(61e2;01!l+na19w1U6LYIiKSL zGy*E@Wbr6gq-i(GG|4)W-;kPYmyd&Z5w~hlrIU(+?O+lBILto*j*xP95MbXI>6n0| z`M%&%f*Gj8zRru@$+fS8R3K<4e5T0$P*jm48E>I(6{_?`ON$g`qZ{&&j|T%u2uH^Z zN$}q5u^=}NH}h~iv!q<*xAM*k%=WDSvLMU2B`o{`= zi;IcyYcvcVS-!r&F(U_=gJ3Hz{e4ciCNkLX}ZFP#L30C;V_rmy0XTMmvi zTq~orbgclWlW1v_4h-JD1VuZ$O=CO-X}Q0YjDA^TZ4+mEO!}3Y?B5xI{Bk>0H=mrn z!W0jqWyIV)uss27*x3NZ;PDCQz?!z3$sxqhZ!eysZ4LctpbZf(?$-!rxAn*AYLEWZ z2r%Go#r(O&h0@q=w8^t`EH*i4m8w`trgE9ko`!B#{aKUb<_8qMLI0H^70CBTyD9ZBxo{o!vcDHo8ZaTHX@)B(Hj6!#QimHUr73!GI_|AG=?2*nUl!wRI zb~N%Rw4wFo`z_FxVRh~+wq|IzkqRw|9ggtwRFU$$u-}oXX=-qO1=jZ3P9prD%ZZA5 z&y8^PRy6kM1_^kUQ?ZV`pCwPVSq+7TuF?`E;!)74%3(e6&nAGX$wx`AOSr;b5 z^C}eY)O51Fc^L7M%5|9OxY&oE+-G0wPx1s8V*julNd+7xNY9tt2jG3JEi&#KCYt=1UmwfG zb>8(ON9jru$eQ~@v8>CTMV~ppw&7dLouw_oLV*amRs1Hk7Ht^Pf0nTH&Xh^(J9%$kHWsPM8v%A%ZUR9 zQDZJH$S!GF@V+$?sZ)rd_9yX$EIVq(E|Y}Y>s_8lCuSF4yCkObr-_;TIt7zc@~PLW zlaJOyL^bk!G5@q~mhHOWl#*g?b*o7URPGMKL}lE9FK^$->nig_cSA@%rzu6Z*LUXW zpvx@0nvf!TNS1ccw9w{RmeovV!1^in!2hBS7lU`Q#e|+t>u#Xcmgvbr(^_xkh?}B{ z65BWf&}b%esNrY4)R_=XeT&uakq_xUtHV3pa>?c=2uRa#(H+s5P3u%MpI+OM-V@ec zUgDaeLE9gGw7E+oP9rqj+C9^h&(fSlOCye}e`KC;l39lV&%>G@ENHSYo z{+IIOXbOiWs<3DTTV`9io0|4T<^zf6SjokIk&IM1tCeHB3GTEpD~>WHV%68VvC83_ zOJmhmkDPGN>pROIQ<(g`^lGw&OKvMv!M=YayUE#K(d$f5Q&j5GuI1ksIh!Ew&DaqGl(mpX zJakX`(nOQ~%|}NLqR-<{#H+w4h4B{olXgu&l)^$b{EG-B#f1QoZ_;vYI)f#NBTdR8 zPoZ%{kW3bvD9HBo@U@KxEdimxx$6=iDCnbCNS-$GFb!-A5lWDwBrgd^rY|SspH^Kx zmoVO~i@i|-qPGw_oLr+n&3M=cVwRs-3dO0pDqwhf(kWY8MU{58-WXmVG51r+rA@4> z_r@H?hN2d~M-rnq!aNjrCXoe%Tf2Y8l*vQz1_%o;93Ti*&`S3cXhlKDu*F282RbvV9B49y46>6@rGTEC>vg4Ca zDhAW?6=*CmG*KA2l~EZ-yCDmP(>`k!9dik1fan1c2-hkzb%{N9^o611>02qV=hiQZ z6TI78{5OK;G97kFmVjC$#culog90+IIK=>$YKylIJ1_S@{YUF|kg*V7Yi&$QkW`|1 zdFeJT0>AbjKiUIv2~b-ftyOlMbL5IqF|T_<{hE()*#n8?kPlW71koQxBU@lO>W=YT z0kzVhokf>8O&%V#GD2emNN!lry0&#v(6whXZW31uDxm6m=ls4ZHMZdh{e+6IT_DF? z59Oyrh_6M4rmfpFB+vYzCUW+f(ry}s=x3M0FMJcokA_YOR1*i-Wd4^Q|I@>Tc;Tz) zt;fndt6aj$CC=@}k7MbKVL0U0QU;Lej_dxe5VG7SG|+6D0uQTze|@@o0XDaZ0VgoX ztu-_M3g6Bxk|r>9MsGMZ-4s?GVtsSpir?Aw)!kkf;EU$EgPMwn{?s{c!&?LGzp z=M+;%$r~`@i7o)OMmUpy{p({rtjHX5qcJID0Z3zm@cf58$m zbFy&%4~LM2h?$d{gY|ztS&9B1p^%7~n~9s9=>I=3j1pG1u4c|ej1sm+u4ZCpCJv@% zFaiQFF0RgIMs_fsn=M@?uBLix?08%5G*|0w3r#ylBW-qFA@O{(Yxy<_k0sH;VoG89>%+59R7Mt;vUAh@!=Q<2Ds2Gf7BllA4T$Vc zO2x6r`)JL}6*NK_PV{QpG~`s4hEBqRXh zE(8=+NAM?N3z@ym#TDnJu=XSsEmdG!+L#-`mj3*AzkpZA7A97YpPZ1i{2zz%z6BDv zz=rTqb$5GtbqpX;9n^je2yTeL?z}BZOW?w005}%#41Ap&uzNX>S|NpyoVczQI8jw? zVR@y<%w3k|$jI*Q?7d(|WOZe=^dj(Z=s&d)U?Df2z|!pKi#-Lk!fVO^R-VA_i;8cD zJcY5o1Lwo)!D{X3!|B+7H6TNX4iNl2y8lWjIqg#mrh$Itu349t7iLciK!9jmEG&Eo zBqTUFIU!gvDJ>v)C0QYSE(6}GvURwCx3BQ(fC@Au3)$}qMmyHCecP5c@ZK800zANp zY>ePq+(3TdlN&!X7ESC<4Tw_U{v3J;JlSKQR8MCn{q~j`nbzf32Lq8d!d%^@eX;%>J(G3xwPM z_L_vZG05ltmT><1Y>c|M$z#aR{+Dco0?X9a1pRIH_~^30X!|vE9(-6tIi#t6YAzTA zlw|-uuj1)L09}uQy8(~TF%u6!9hqD})7!Q{NE`a9`LAY{^Hj459ABRKZxk_`JgME-xj8DW@1*n@oX4XR1KxiOWAfTPN z8SGz-FG0WNe0V#$TK=E*%f3!apx@@QY0q(zy20$e(<-x_>B-g*RIRRh8c5&CTbha}bKTo)`dP|MD#I&24xy00c{pUSQ=u>Ic^F9qdXM z?-$n41d=J+XFUhh?icqEf@yQ(CjpBBs05I+6R_0@6q_$J76AO~qZJ(>`AIm#^8L#5 zdo=xdsz0)^Fbh*@Wc1**`-_OlEovbN>w#acFu)veSkUnMRsPxsqxkh&`;}mcjLhr7 z=*@wF0mKixX5phLSdo#H6}EI5FoN@Y`Svb(Re<|Y@ETx22n6;QH0~fB^D5RWguah6 zJpDZyQ#MUh*^xC@-4NQ+UoKE{Hq&}+40&pY0vrYdg6-2n8Dn!o=Kk!x9BduKMj6aR zyU(G8OhbM*n+p0G>tpi$kTeQ5;iQta65M=}{yoDZS((spW@3%TC}+Y}&XOFYGL9g| zx!r?*q*2zlP`@JiBE7x-pYUJw8D>r+F71*|#-e?4i_xH5k*;cNEA>TBuw9!uqAv22W0BV zXJlqb>1cji_KTj!{e?WqrPLGleOO+J8b{Y@5gkm$N5I5_*rAb7rdc#i*pT zWZmU*wh^wVDwh8v>x_i`OKNH%$(dOm2lL^r^1pFuL$(^lMc7k*3um`^u=)7TnH4sl z?0H&7!0Jopm?Dvk>-SY^F5>_3ItlL3z0!_vCUSoHufwPPWQ-W_=MyC1(^s^!B3&Ix z9RK87{K{9Mo9OA)Chu{XaZGL*Bx*teWr0#Rnl~fEl|!inX@PvFiILWwtvDxFo_6(= zp7ac75sd?=;}X4lfcfz5JmMNtLEpTA8i3iEG#x497?~*1$PkIEjO(xy z@XdS5PO&sC@#u`f2HvG&G!XG4Khe1dx0d5%{V33=AV5|b=X>T>Rf>ZsQb^Rt)No0N z-K|yfZd;z_mQ@*t&FkpQJsFS))H-iRBGvchAo7G@?`3Tr@yTGcW$pw;B0jrK@-Rr< z92zIiaeSK)!NQKT#U_=q{dyVW_kffk{c0Y0Nlk*fpvMhyhq2|}Hc^H+RpRr@%Ukhn zgUWz3YL;QMVgsMq9TuAe^5n{Cl{@71?vMq)9td0M)Q{LbkzLa2D2d(Uu0=1QHT`d| z(=w%O**vCi#n>Pxb(sk}eqLZ$rONv-zh1?pf8|fn$X&l&<4yAd*S#7>Viub_C`c_@ zyF1TkvEpvCtL_CQ2&NRfPtu}f-HI647QSp8>%K*H8zOB~b>k#4R`~f4>ZgRAW0z;0 zRK>md?1x+RGO`bZHtEwS{^3{umQ5J_p#NtgFO z`0RaawY<{j?qS+mj~qXCE4l`!!i4^oZEW= z_4`=v6T4=5W*lzcnS%9P5@s?NLSYh^{V-2q^x7CrlH@r zUnyeU7mG)kPCxkQ5+$uiP?M}A=x740w>|qxdj8i(DW!~MC-q490?Ymz(KIRn)&?kd z=<}h+$(*T3GP&`xTp%n5Hb0e!mB&IJs?uvA#;={H;*IK<@ps_riisV34W@NVFybUv z!f}M(OMY%OUz#44!+d1cENl-yT_(<3dz)phyi~7?8`>HJm4x(CD8L!dTPz5MbT~2p z;|6%v#TpHBZF!egU7dJ>ljdDITEh7ls^$A6&62W@zaj!9(*het`4x7F6GT31H|qEh z=92I{LWz+HMCEQ?;r$Nbo(&xos_kSoyKDDmi$*YRv%|4yj=LvE<21DK!#G&LG4YO1 z6F(-^vb;S79KjiVfL>poc*2Agd7N4DvK=M1j1Pj z|3s30M@Ku+InUlp`#B4c`PlBoVY`n?%umdNj-`eGAP6X28wmUA9^l+OCwpjj*HHOl zzQuDo2Lj}x+<4`JSAP0cl3rS8fC=lyuZP=!OTrLNrLY>aStw8p2>z3M53*C@N^L;< z_ODh=Bny>vvv;lf9n&VqP#$A~60Fz?X*>BhUf0B0-5G`3hKJrotqc#7fq`ltneVGM zElP<3{cFr&83l7Mt~c>qzT#ui6~BDc?xhXxNCfyMvL2nou6^;feDQcQ+jip)QlQZk z+AI*S%0$}=IZ7@bNMC)D%7=V)Hz+1)4GvDBxdqSPLeAuKYlfhti~f}CO)z2Sq5M|} zt=Mb3PRRENVK+q17VXB3xBJ9rN^mMAWFAJwv_ly{;jGQ!@|cJdQ0wCf zNR=KgEsU)z5|X%eaKN)F+9@~G#mhe))7xS>obGCdsdrDz0fw}F>Mi%R39a&AEy;?U zA*`0sEfp`4etNU)$eY{@CzL$3Nfv|)8FPqH$_%&sGicjMH63E-OE6#kCJ}=$!=nl_ zQ=R07_?tKledJw6M>Z4s%oh0r10k(BzE6r2MLN$JJP3CxzBs)*vE%DMgLAUy+?Bl6 zl3AeypGl$t4OX9p#3-a(vMkOCTy5Y^^fnyM*m9n0h5@)Dr6*wXa$nJ6Yju>=92Pv!WdeYB^Mh z=O(VY_hf>PCJk|IhAIM#PR5l7XZ5GFk}{vvdA&rf-h4&D{duREH1vOg%~34tQ#R)QrrHmw3TVeU}HLuTDuAlHRkd=WQ0VK4!oepXXfG26R= zmMeqNs!ocIwyCEf2VXEU5(9yQs@)v1`Xd{qI7}D%{Dr^9(&LI3z*~g9(>V3>{|q0ijksL&knQNLl(s5MSb zt=D|K$J+p|G9rLujz^X<_s!`sq??vZ~U3`F_rYZb$+NFJBkyZTHEvf*<@e? z4b`Z?-JcZg%T2h@pXkeqz?3fCH0vx6*?)*IAEAiw>mIM}$;%Ow;$LXJ%m~UGidVFp zDhCW}h>Mzq7_piNa|e`VgJod!{CIX>?Cbq4tMmKEq zvyb4iBgx7kUu)0-&-Ft-54m_(TbqVq&x^i$s}VA*)E9!Q4-t<+7` z;Y$BiGMqC6pIjzcZZY7_50obiNAF&;*<|iR~68@V5 z^8Yb*4$Gn_QMTQ-akg#Swr$(CZQHhO+qP}ns@tiE*Qmy8<_~1XnmN}PNhxTRQa$o* ze!wn~uJ90)!c4BxUxmcmqY0gEHhiK0elme=kKidj_zNgsA1CiJmQ*YVa8N<~6wPXz z+B_O(W@B(w>6Q1e7LaB168l5kQQ;v+V|BHNLP^TJx!vpH2+o2sKfL!Ek?CLMGGv63 z#qU?RA<;0@1E9S}|7dePRbQElS~%YcaSe9uE)uz(GF?Wj+3;?UF%>%IF{n-?cuP_G zvX=H_eRPr*Cg9;f0|pvU)(^mB^>k_T~_@4gQ%Klcu<`n+$H-GTW2N*vfpPM&Tx#~Hfz*XbkBKS5sk1b zSRJo|d#*Iz2Ylv{1q(wk!DH>Ku~Ls;Wtu{zBrSZO@{asYDSFzy?>`r{84S_5J?d0VeXPMZ<=R#p{ka75eCBL z(_Qj!bzj~VaUd<6w2<#Go$|CMR;rYIIG6K6RlG+4B_?VPvPVOK|Obl~(f3hLnnZjUN=XqpDj+s$=nIqhmN#ls$i4sbxbx zVuToIIZ;bD2TqNdy3p5)E;ZXglZ1wRZP4$YNf$R<2eS@gJ|Gi^Q?;Bk*j3ayh~31( zkFGUE(+40+>=KxQ+FrXDP;!cHQMvv4$5pFUaAG$4=NAe?&!ABdtlkVmbcm!FI%+cL zpiAau`+r~;L#i7Ttc1rXch{$jrc%~eT@E|l8VD~+*D8V6WXwQt`Z19`zp2eauo#pg{}Ho(x{b}i0d&8r{bD?mgUO&#Z}L-rz^FF~k3>~iIR z==gzy2+M01EogQRFMBXzZ^nskgM~lj(P@}wL=4NTuf?vl-d8bvx|)C&EWgF39EDbV z*~LY(Mu4h;^m^Qd35(17v8Jo_=fWA>48#|iG$qPuDObb_d>hM%KjbnamsLV`>|#9& zi$4rhMzw2Sxh2Uk;^u*!a7+s0+fUBux&F&xi4+*Tu*0WGtp1zVphPcVY98uZ zzLUN>TKEVs9hf#aHQEU3v9_bT9lRo}I4BaapacSg$;L&So#@j0ydxA4R>nui8%8A{ zY|N$Oa!^3OhEez$%eeI_Tlfo?62X$uv9hde!6A$RWzBUnGYJvq zXd5DxNI{;kQdmu`0oVYIIERdI0ZF#1o$RQ^i9%1bpT204kP+8|>wr8XU|?4@r~tY$ zuy;D|pe0z^dm*tn6^Gzp&hO}Ea>=Mdg?Y}p=@71N9rk%*urTw?Z`5IXdty+i2LGu2PkI0q1mld*-6;P*Y4jh zUTuw!x$3p8+@WiudUJJ1ejoPbDEy2R(yyRK_8S$1dCPSd8I{ya!-OiXaVuhP$|7_E zQBKe}BeO+>d;3^#s?}XNZ+b#guYCp19WA1@)!fZ0x~1M+fG9^1)CAakZMcyfe{S@} z8myx(IkC~{p_S3F>S2#$T(#3t};#}AvK<$TS$cixCNd`Gl; z`SCbQ=K!?@5gbi)h`K`_*t}5EEcgw#nWSK!8QfU-?SMC%YjA%g}ESAms&{`PH6^_i5ND3NfBluRMxUaT&?tKm(! ztT5eMQX>t;i5YAp7GW5*PZArx1zOrOl0+&E+m_9`scfUMe-17d+GvMzf*AQHE>TO4 z1*35AA#%rl)VjjD4IG*dvHLt~DII2&tF24_Nl(#$+<5JJCO!!3W+!dSc0Od!j-dq> z9-=TYz5Vz;T+PX$fT;zChf6@I*AyngLPmIKsc(3x`QigZ!10TpK}pIrfwRLFR1J#KU}>$kus4pFUH!DTB^ZE>&_j5LMp< zmSB0ETGQvx3iwNiB^rylx|*pp@C%};nfW%e_58bpu3*Sl`#ao-N8K?Iw=`Uq30?&D zqutG39MV&KI=lDoE~8?+?f1mi2cosEdHch@j*MiS=vd3Re<3=KCKx>aq-uJDfm8aQ zbOZX2P=f5&3#f2Q&hs(f8O>nvljo)ChoYq+858s2Bh#l6*L-{@^{GUPzCT{sziF*r zKg}(#36ghbSsC|65b3iQte6*cFU?e>;hiHrI1u>P6jp_L#7jv`p?6Q3ArQZ#zBK^f z-0(xibs;&kKW=BlmjubOW{5~DYtiqI_o4|TeD>n*3{{h4dp={eONo`@dzVh zU-%aVZ#F#M;cMQ*8?@Dv#{@&{3Ip>lao^|&oSRUk%;uuVlVE zdhTqq*Fk<3&;6r7BBsNey+~)pMG08Uh-Ao;t;+XM3I4F-)=Rql?KwefnKYg?B~F=kHnHsWTHa~ql;EX6$!n^=9PVUHeF9gB|5A5$ZjBR<+vefr zH471wmOppv?uy84=_-!_H|vjDA3W?vUMt8-M2e|q4q8aBR5F!&uSLn#+gc)GjE#*^ zr`OKs;{c&*lV3Pgr*BtEP=O|atYAHY#%??L7upeePvNs1_#6r6Tg#d)JiQ#A&V9}% zr$W=L3Rp;_6 z&sLJB;)sx`K?PkhWFE^;XII`hlbex}BBx(_!tkeq<6E>SL?xy{jX?e*-&Ig)>5SU% zrHOvl!Sp%WrzLjyUcvScu1VI7f5l>f#?RjC%HdZbvunqe^Ht3=hbqlG=RYm=xbzHB z<)kkqC#nzP$3#lr!aWXO76qTpstfYG4<;T;2`=FUm*ztrc|DO!XGK{Kt28Vs|I$hX ze%2NPE;}sF1D*I9FMy9kf-D`C>5;Q~CJWDy56ZjL)b-QW&?fo|K+&Vb!>O=5JK$wT z0enqtFOx-ZzP_ZNTe}G#eUFK#Vglgm@rIYY%KizUrec?iAh>n~1L}Rsd<;PG8!8IZ z9%zUJAGgguo=Lr(oA>G|(``_@F+46$*i0Gx0Idk5Yh&!!qWRB~6Reu-^{miyYNWHY zT8&tgs&a6ej#hikJh_(6bqZ#GXyWmrkyrw5-rO~$dEl?1f?#stp~_};PP%?m7IpB! zZQc)2$kkS{Rzoh&IX>BbGqlHK)GvT18!_En9jpA4Il@A=0FXCE?RJ0_+Q9wWy#sqN z+6sCs$T4#L##c5(%Nn-h^)jaJxPblv_(Zl(0{e1MoMo6o!^!CZuYv1@ft^>uY5+jg z&m&wmYcbRSw93VHZSw#UmDjMm??vxB7a6sqi}8-5pcT#`v(d3;@mx=SRWIhiTq&3n!V>MZD6GJJPd&~v z+hPqT2~(t|^~3nDb3xT;q~zNY5FviyT||A@PB;L(t;+6-l_Np66H8~4TXu=P2y)&y z23}nm0+oMiRIWmhdPRuWC$(^AqfnZUgDEs&jyY;6%ipAXM^ZO7=ulGPWvO!>#Ut!D z9$N1RS8O7ETC4(<^D&$$T`-1+!@$a$MEsQck{X3qK~J@Kloj)|qZ2NgnKRpvlW zr!6$jz)1;NF#a-6A28?$>Za@Yx3}JI`^CE5)a@|4tO%H0{b?7}B?#l|cgcfkudEOH zzcsA>4EV_ZUali4vnzckuq04L5*~!M z;o*yLLeuAg)}hlrj2DK{*s%3lRc2p;^32Q=F3aiHWg$b?=9`;Ijo8pFtC2iq6hbb& z5Z!3r!5cbpAMq}HowJHag3{yKp2hXXJ+j8fBnSR>lzr{8E^Gd9L(c^ANghea*goQ? zK$3y|E0(1+gtMb)VC{`FbvF^{XvkQH;)J1M%Wh7lxOfT=3)h|0HXQEyBZwT+sH)`; z-+ERWTf;ajiox3j85DAt3M$^Vk`i>i;v3}v=1m_N$*mp^VZJa)3`fGAWa@;alEA`e-Jyo zfjV&`BXL7+_lYPPHwiJB6~Yu3^yObxchL(YDo~RGphG8s8TEsCW~0qynH~qr$t|3e zS2Uql`?)DI>TpS=9*4RW&6>2L-Qb0R=L|+<{}w5n^u84ra%b=Ze-Dh8pEk-|173Sd zhLDrbyYC^BVfPX-Tl14^%R5XyBWDsl%jw5@=otDWk^`5QKz?4{{%!3T`OPMWn-SV! z<(zP&n$#+fQ){INXxG29u&w%YjCqZj%KzuKb(tz#Hs*mh!!qPQ6&r0#nu-u6C+TaBv#9!zfP)Iy21x+f1hg9tMKdr{;vU(XR%WAzr|3mJXWy zI=uK_)MTP-u$0A_i&036ETdYly7`KAe#*2aKYCNFVk02oQ!_|VTRCi>R15B;!XzHU zea7aXP?cJyTS_bsQxl)MsJq_eE>YMe0LQGtlSa1Bg@z2~q^@e`(aa-?#rF%NPhETP zrj>u(O-eh`M#aYZt$pAt1@%4JPk+bQy?YE;mx`E3NVrNS|kKZO#$hAW+e$cGa zZO#t~N);4epDOmB3A0ZAKQNCJyl17>(gk;d;HFLPW+R>TD6;BZjUz@{%n1tMs2ihG zhZB-t7`M!GQi~;1My&yJ9Z;XVo#O9$s}VMAWVVi@M}%H#h3!v*S(-Gohod%MGi6x1bHt9?kx4x&>y3r>AlXzXby3?QKnGM@Y%mkwmfp z6k9Z`^0ou+R}UISJ&st$RHFVq6)2Z`Y-({;KbWOV_YO1TS&s{XSQ%N}x5+K5g98I< zErxc%3LuJaN=NUvxE#Dro_esX+6PPsxL#gMn#=}E%{g8 z_|{QAD)mElT(ub;^a|EwCFL>uk50&=8eFPdW-1S{acZ6= zO&bPn)$_l$y(N^%D&qH^=%i}`47E+tfZ3@1lY5mJETdigODn~WRl8&p2ppIno?T$$ zpz%qNumjFFOnA|lVSJX$eGE_zdBCuO$J$-6RS@u_p$OnT9B16KH(3-t7hfZL8=0|(%Rn}0JvtWBy+AdlTx2SEs zkl|@EH`N(F^fu~AG7@02cOAGYBlo`f?NEQnHW*gB`ZtZcYcm_;S)1ay=;+J$6H(|J zaYGj#h@|N{SAl;W-izwNKZ08#e0LH4^{`3yBxz~<_lF2~Cz243%^_#eWryCHfeews zFv8|l&;=V8x8SH$J~X_k!)={g_&#a?rr6jBiW;548l~YQkdBR(qs_r{uQ)&>AIF?1 zd~l1})H7>az&L}M(K*5|-TY0L0ojlc)`AAJJsDvhv#0Hkx|vp7F?)(qq-V%k(VNjQ zT;gi!{x+y(w|k^dscUt5Ev8^(2H{QDUcK~>`@2Ypm!vtLG{ftXJ}iZ&G{>Q2N`N|x z3v<`4ARSV;%NuTZc{lSfRX#B(=IuW-4f?^m7?A27J5DU;e;SLFiKT)q`O3S7xIKNR z0j1>YNwNW-RPK6EZ>Eb(gqS+-^8>90;1T>7?kJGk=MfrUjc&AJ2ra}tF#vB6dpj$m{10drsgdM8lJ0#ozN9!F&JkRBy46)abTw<1%G zt$O4F76NzaU2xb zR!6~Ap8^gq>%{veRfs&|+IB;_w-mMAs^e73@|q}Ysc>}_tL0;gN|M(G@Bxagd#&k9 zGkS<5OQ`hMhwg}agp-g7(AeF!qbcyZLSeh0rl1e}!~TuO;js_zU|UHv?!<%V z_8GyUtSX*$vj)4-sZn4twgh68{wVD3&)<9u!4`@|8gY5i+|mnpv)rIA}8Z)_eSi4u5ee zrmpnqMO414^t|YsWmGDv8vdM38d{tUy?M(sBfX8@sDIbo0I(%>I3Y3T%TntFE`*{* zp(=$i;m=llkAI7rAaCb;PGkl%-kvf#YsspXQWP-)^uUF;CT$z9enfLaX96DGvzHRo zeJCe_q-gd-g)}|zFEC4ZOKgX>c!fjXfJ4KaGmHXM9{v&S4t?yumJLJY*bhaQuAnUvc#Wx%N%&b`E2R4x_$Gmp7?(kfF@SeiVv!X{dCrf(eWb_uE=_1w{M!4z@$$zd z))$;n!mU{fj0t>5j~ors)T@5JL49A7e>g-}up)qQp3j6@_nqdXUIW2f4teY)n^771 zl+?(JJd&V}j3ujI;U(W3TBcxkwK+U5Lf>|n&AG709=bV2m|9uk(gre7G01UclTIQa zuM!|fSA83>hqdEoZ4`s{lQ3D{OotI-h={O>w77N`l-FbD%^1W@Nh8H-u2v*5FvP0_ z|7MH)N?SZU+b&ehu7J2e=(5Y`XxQsBN28n063K)=SL%{PB)+OKpoTuZ;-jjE=sRMp zyl*gs&8@kgPV>#Fk5Vn1g%i09bPzAFUNsoh@0GM}gMg{IipHSJEa#24)SYU?_kDj! z$-Y`QhEzpokx<-p^jINPm@J#aF-sS$Iml@C@Je_zhTUX)Vv&cV5y=)K|8@&dI9eNJ3}Orpb*7Olxb3}BBCCmCn{+);3^ zX$WJXjLBXa%?M2eY|#=}{Q1OXq!4wM`$a6KkR;u+g>LtgZ_xI+a|qMWK9UHO07&f8 zjYE~#DL`g2c4CUGkFbPC*j6P(@jdwpn}9B->2sbxsXy*$K3nz&ysLDIk$~(??|!(L!Ry z&oXMRkf@$(1&o>v7)@~6H%l&q%jv@9IGArc``2^O7R>!v)$bKRZEj>LS0eEC z#7q(7$doG--Md5qDjk+w|Kh(urM`~}dEkt-m2bHrmF5)^e^3acn2WR!O|)_|=+;}Y zcbW&_6#o!quV&FP#XgW>$~-4T4=>iGwhq_$4SZQCvDx~ScGAxc)L{=igC>9_Ocf>* znICTJYOfjisy&l%ni2&zqrn!MS5bEUQD@cW2|7fIlY#$JG5WgH^g~(96)Uf*+!F0= z4hshD%4i&8W(qKWUf5?EVz;;uC$YsA(9`>3Vrw{k4w_RRsIv~^DU?Rit#?%_Mew62ys%F3b$>V(^J{As}z zxOw)k(&!yrETZ4`ANcu&l*0V5bAVUi92y8GSXVu0FsBzVk}g83!V zN)b&iJlBi@tJVj^geZh(9`iqDZnT^D(7YGW+q35@kmg2L4Kb$nmQ6vSUc6op(M` z+BwGR*XCh5YweO9?+0OT9~I>9We37iW|l`6G83ZOqxNK9E4q>C)%<##nc`)eFw^_# ztiNxOP*RdOQBEU0fcwJ^u`6 z_5W@qHQl-`yrI9N=tpvFYnz*?C!37?CsY8h{$aw$R|`C$D(e`tf%z}<*u(!e(IUBI zlQQY#y4&~D`q@$RxAf@>LEuMM?_h=blEqs5;j|X*LYS;jbsz?^u+DIfYYp*nzHa8q z-@H&=@<^#xqdi>~OTkasx&wT&7#IU*Lq9-vd9kX8qy5umZl@x6(F6b1LIk=3crx)& z;_5*brAN5C{ccI&_z?PZZI`^Qh(+;>K<{Edk)V#Lu@?R`X(l*tY{0OH*L<2%6vNf#;WF zt}*)3y+la3RtOrd(l%D+#W&gI<;PMLIM?3P9M+JI_N#3e#9*=klz7k?Ic=g7p_#Iu zEotm@%HtC$eY^+3w+!rKwiFk#T*qXU_NFn^=eAiI$pm65ijk0khhs?L9Wu*+i%Kd=RXt;#>YCvlW4IdH_DwbY01b%+%)$co z_Gu*Eqh1Z(`h3nG0W#%EY@8{g8gMzCw{h1Do@UEg8E{Q62=Zxzd??JCR~*dV#jBfS zdD>@n64;ghL#;Y>9=LT%t#Q8}-G8lp={Sl7$^1esI&f+vHw*QHakxOhw=cEyuRPa0RGxA9R4 zIapWR`B0PV@ILwt?p1W!isbT@S^R|i{Dp89mTuG)U?i*W?cF=TTiB?@6Op_25a8_F zYuv%V_m{GK1ji=|h{)jXMBzTu2h}U(UcDQ9k&!nq?lR32zz&?w*z+9VH_9PVZD-Q* z0~F|&9ktKZ4IMKpcE}YJRm919ahL+nJHxXiUs;a#ARBxV6!89o^QY5_O$dTFGf=aO zBRzcwB*@BfAg$zMFXi_RWXc8jPU@I^RtIN!AP}~t$ z-zY>i+@p>zn{73Ke6=a?1iQ6iutTD6ou{7=*AdCz8gkh-6v9Yjx}F$-!n^k+S%7tj9rsL6AdV)xCT7;YdPJo6)aAve$5+gw+Abdk$WevWECFZ z2)$Xz>7ayV(FMFx+fz5a$D?V6-z{1H*@#e?U)Q@@3m35;?F3TsJ?7dc_+K0*m}9Yb zX&jzZXeA~&jGd^HUrK~k#0)p2bKxR^_&IK~Zw+Osgz^jW#zWlYU2@$R8?@t+Eq_ba zIQVVSJwka2dA%zWsx+dxtQL(MR3dUA9sp=7bNxj7p0&E`X&~e_r#J69Oo?2tJdgz( zyz}qS`lM>tV`#o-YzntV*RHIPXZw!riyS#C0OXYJ;_>m#3jC+EulT`92YR^jyhcr= z*J}DXT4ni>p29CI0EyGYtjqt3`42}C(;@SgTs%Q(k$h_RgNrdrf?7kvx7F{k7A?YU z=++YN=)2!XLtSUri9LSp+ClnZu_x>xB8tJF?$QDRTZHpIjF^ma>R|dMdUl^Ksqo@z z^P|&U@g$C7;zuJF5*2dv)-#oGY8J%kS9P;IS8V7?!umbp9q7v3jp$P89^9Hh$7(CT z2W=YJJe!$>fd)%JvdNAnBh2@U7J|ii&DAhO57o>~0Mfwc!ckN^u1}?mT3i{SImLPU z66*_Hb1NulqW@Y!-k4n+;F_E_Z@Me2k4qdGu>kzLoz8t!GMe&woPgf;KBP)A9~!46 z*X|2BctYeo307>4JMGPEdDh!ihgKsUW9+y|47o4MZ1l-@g593}RX|i#NZH^}@cA`M zmiA3h>y$J1tJcb1fKLzbd2WP2g*K0tuVx-^=;P_@B4E5x&bdD5W^tHxY!~?%&Yjqy zhXRPi#TDt$bgh2S5Bs#F`O)KvRI`hCA!yfYV1C0>uchiwzMy75RGC&W|` zy^u}uG!EDc+Yiy&nZ_LFbUuzl*?uq7l*mVXH)qFKW?x)4o-7Ybh( z5HN^%GX7U+RE1`ZRlMaw1N2H=>~;HRrB*GKo3tF%NheiiAhNS-9{}U#wC0k<^iTxP z1gTilycfCrrZZ>Fd(=R| zDV1a%PfcTD;%Uqk3L9n=k0f;5466{r;#`o`120blL<|*ZNBf5=>P_P#!4TP8dWfK| zU2j+npRM684j5Xfxb~PK1(L!Q2{d6gf6r3))&}92e@=r5ad=%okX3|m$}i3uEdBoXr*x)a^%%~7Sl?tVQY*#$d}fUML$<@T zbX^wS_5B*8KE50W1in=9uB1Zcg5gllHL6C~St(cPJiFs^_VS(G48B+6Y_4#KaA?^R4t-;0e%bg^&T9jv!o9>(z?k&x{GQi_|fQ z4UM7oGyV}&v|82FxSo7zJ%qBN6+-bjWKP#M6i}E~ruiY?Ifw=zy=kc{y@TdvnXO8f zLLqc~;}gf_2!8=sj3XQXfm5LN*WN^^N-qrWrC|)#B?8ksZ zITU18Ca_zQ!KU14K~km74k`NbSCPMjVd@@GWTH&R>CL1#TSRG>cuv%67W@$(^mH&s zZ9{%Fzp#ir@oNkm*Y4)EtTxHsgCaENW86}Mn&IO)rGA?w4%{I)X|lu05h0T)ra*?% z)}hUSjNqqslhCuq4DDyDp4@HDYL|x?GF>NyfkczRs`zq_j)ua`(qmS<$O zykmo^Vm4ra9)^Uv!NfIA0m-mq{mO?U4mPJr%atH<>-8_Wn7X;Ay6N3|FCWz(HwE^ zuhr_EyH3dHhzzgmSZbf>X>REUs9boChK+4W9JgeW( zE8r`qOte&_*?>Q0tYtW2r3t!{#hTB7KQ_zxBie-DR_3uHfv_~_ub!9BKLN%vtF10G zXK6+b%45eVlDDewhwQAe4IKf8T68t}BEnAv6pF@(f}fbt>lX30JWYbz?#ASTRk=TC zn>Zd(N4I)8La%8kcPGo!J=R;5?Qb&TUh9DOG?&iP8hXiE^ul%o{HzuBo0j%`I;05>s;LU zd>WQ4Iar`zK5iTjgAbRvUQESp*7*Z#+;;e9GYv+O zU=^zch{|ZwuY^X20Tx!ux7*&tzd+8ruk@jal8#BpvSWv|W1%wY7Tpg0<%*jHiQ!?i zo@lu#LL-Fm<6aLM$MZ+kU9uxVx0T>nDr+(wa?o=Ye(&HlQ+^?f7q-e>$H{VWh9hwX zHRMAGo4|5B@MtNn9$Z_CfJ1Y=?R}`x(U8{NO$U(Jt-;oFPA;j&P20^a9EidLF1lPV*|T3B4wESrc&8Z}{v%dGUOryOlcCXy48LzvMDHe< zxNRc2sE9~o+B4KLb!6IRJt^^F)x*+*xAuHMG3xfGy!xDxwaOOBYm%Qk)7;hl#{b~WgP5$&9nUvn1z9Gk>A zdofd!F{JE~Wx33>A;O4W=f)d~fBg-#a>$bJJl_%8{MWTJRS0JC;^I0Wa6Xx6qFE&a zp=zE9)R|GuLL-e99Bsm@Ky2X$WgMLT4^p&9K~G>siEuS6jSkty4duuPEUh+KGm3~# z@_53M?zoD_J&tebAeBC;?#eDeL#+ist0z$}4!zP4lt8pnmK!6Oi+bT^1~1sGaWYAO z&>TWDSu$tD(BQp1#}H|n;;EF7g)xbJh;cry_oXVuqoV5+K@dQw#E}w zshK2nIb4%prx&Qw+zIQqo9kVDgM@ox&kOV-H%MVtT7d&2kP%U$`658bDNUL=)JM4b zi-^r|Fo!sPCUg$Cr^$hOEhD&PZrW6)&A9L4ehjCBs^opV-TfiYpO{Ztf;r?jj*m?t z`{4)VUMMg_ADPAKy4|BOfDJvZNT+Cafgt8&R6`+5L#Qn39~Pqlzaha{J86nVhzZdLU+IlO8+i(hB*l0Q(qktomJ7wH0501W+bP3Cv+uSCPcn+@_aaGiT z-*(bNKR$f5kDHo>Bq#&*EiejMGl`f8bdp;?Ufo0-jE$u8iS9NTRAL2&flF7Nw@2_M2Y|)luCP}i7o#sLTwRv!RZY! zT8t6M4(peakQ0n&9tQ zlU|B-)b!QK?o0LuYzo16G)zPh(m*9%ht_O8bSEY_Zb;*uU1@1=QNfXj2IMz?W>EGejdM zt?Qj8Y9}{flG5G~e^xeYIgQ$KGzd5lQTAPDKgTEm2lLx(Mn~*7FX;BSkSX|0>0jP1 zCLh@x_9b4?qqjV&37P=x(ai=f>73b@;NvH*g@tE=zTZ@%)Wd9{XdWK78!8tTTZlm2 zdsEd)L`*JSor!*O1(qDgMy_v+4zMU-Q%)qyb-CcKY2ada=>X3r?-m*&e0kHub-1^& zP^%hbQ}5sIea=``&Cvr1RR_VqI_~jv%9L)VLx>EG5?)ch``|cOCVo+EiJt0{aXh&` z>$KYTZygANWpH?t-X4`+tDm~mcm$dw)1E#6ZwF4F)Udl|lsvqhXCJGG$pGND5hj(A zv;JHHJPimQ*=9h=WxV)R-)i5j2*peysvp11Lf3I+T(#DmuWPg{dizvh%pMf5-QmUJ zU3Q=u~$Ln(SwM{&F{FKrulq4^n&!C3ytwEhrgQ#;!3 z-Cmgbsa+?V5h#Vq31%~3&av1FlN_OFHX z+m`kAu@#`rdR<7oxvH>ow_=W6kkV_G-HEcxw=T8Bnd+o1#YA@b4+tW&Cgv?mWl61VO$3@Yot`oQMzqwF(y2FW)4DCo;VQEhSfto$R8U9zDuV@(E z@_W@?V^>Gl%L3~|%tu_z?+sKvMriN{{~5JV9|d=74-HoMs7XKZZ;l0Zo@;dE1@R|p zt)=q-ot0f0js&y(z*z}>6A}5uB*MX8_ucW{i8u>j-)LTG|QU{O!lIoi5((_B8&Hx^d_`(f!}!%4;UTfJUiN}g~Ir zfx-V0{E4l@a<~7JQus@BtJm@KkgaKsoG-qS>XP-oL@uoPceLd)uC z46vd5>#^lFjRH0&#%n!92~>RbWYDiPNeor-KS6l#ALX9sSjuSF7{-s<&7=~)O;PkL z_&3MU;V}8K^{P8Pk9RNAB~(LORB0`5E?fF_q-GX_#oJg!ODh8m0g;9`EC>HExMEQ) zo`1UkkBFi8`g`A`6gs~0>q=CxAhm>_<<+q>rEYfRQtcg8I=mvJe*Xxp{$mb&$(t~F zeb@3hrQA`J1wonj?_@{*Z}5Aw4GEGtr#T?(3MKM25q0xfezWNn+8|t^;Zed@LfXDn z5l-V%BW$*K{l#2cq163BEkG3SJ9#wQ5HQA=;&Q$1-IeSs5`G1?KWXALiBvZ*QW#m} zQd{r1u^$B8P)(2OSTb20S>+}&#KP&KCf{O3*==eAB$^IC^c>Z zpHoTjIe)ZTRu+|6Q+j*FWEtjZ1gByi7o-@;2nDFSErpj{ZESw~fF<(-z$-w!?`I`U#@NlFk+3g_91ELC2VBYZ_qb~hd)CCA<5O9+D3 zO36UfOuTSJaUt0&0GUV{!T#Aw??C^Nwv2$-W9A4y(_w8H%!z|PsUAXyNR*ZL2SaI> zhbfrp^y@t(8A9LGx!n!}U^hYp=YWuSY%`Tb_BoUvSc=<+HDgxn-y>lUk=ZVBSDhj1 zn;!rKCQJez?$w5L&IIRAJbn*(Yslfrf7tLl@7DEfS&W*=`rk1^`6*_ft_tUq};c#yDe+JV;7_+;1DOZ4*HcyQtC{@x5aOzo%)Ez{-DW()P0DNTv%8rpaOmLYE zstR8vN3z|#4+F6`c@pb`J!65bInw;9g$D?@2{AMx$wSMZXV0T*S~USg9p+y| z=rq3v5D}vu6z19*+$bWMsVoQi4r8>AwA077CQIrql_X(W4WBzUr{dcuL_&3%Qo6dv zx?%-6R*zfgJ6HSIKDE;>bXppJLDWEc3vE8-5Wfe{*`uZsqp2s;N+ zi<*`lkyLXOZIbAhVP{=PPW}Oyl)t~hF%a0lxjR2$l~`~Xtd#)!$Y`>!y^07-d>HUA zg8<@rbNae0Mb3mgiY27RiS8|nfQogNQ5NzF9YW^tJmg;WX$+`i589mm?+>p!1+0B| zU1}zWmTM$BD$FZ=Vm9%&{4~X^?5D~ZyfGI)0YFSo@&19xVIU?a@Q5fIoc$@+KRIkx z9UYKHEoP=I3j%Ype4X70NsNbm7k!6jbSc=(=m;CYa=CQRsX>(-3@Zvy61M+=;Qa(pe%SS%&ewCUU|L)ZQ z@e6T5)`9ABV{k&xOZ-24=>G$U#qodPuvj@*|CfLD9}bIygPrYvkN+|^iG{q?YO|HWo{=t-#O!L+#DKMB89mx+^Coq7cJk!)_p@3((9u4} z`^DL03JV(1h#3^lF^)nG>1c1FZ(w{1I!;v{crAmi-j1#ukZS8nIt!pGYHI504h6+v zmLE~YGA^(^j5-dz@7MxFp3&iZ>?=&q^wh5eQ0x!Ke+FO1(Z39x58%wA@a7282v9Eb zt3e*5t&Jfqqs_a`4=!Z|jz1$7i9WtCwXwN4`CF)xp6T znEeMFm7dudio(OMEv%pe1h8BTE^bj?@#mug&gs41Rt!#F>G%Hk`T_BsRf}IhTUc8} zJuvv}1`qJhpKE?&!43Tj2GN89-jEqm%QIk-@{=onEuEqn$A@ zn+5~t=69gX*5n509)M#Dh<7(9z_s5m+`)b(xgPYx8{&IZic9`IKt5#(pe z;!og2Y%y%-rO)37;o!5abf<3+kd}Y{&(g@`@KLU|yRnhGe|LCu0QFq|Q2!P2-16}9 z6o~$J?DYX8Q|Sj99|8aL^!mFkY|yVW`>$%oPY?~%=URGic5H3cwlDa%g_F) zugwO`(Z0de!R13u1iyc96Yd?YXKIhB$@P7#6u*$1h@zl$7XOcc8ypOD9-IpE4y2v43(&{sx9rHTZeODv;B?ir7EkdH9qrw( za*AEuAAtLh(GUMaZp|;;|1(daZahcldVCdzChEHJ9JX#7d2+%1_~ot}D7~ zBJ5WLoBGBdZ|pHn;^@1_c;%$|;#Y6u8=34tAB?fhwH~D2(H=-TJ4dE_KZCEie{ulu-rxhFm1F)1 zuK^$(9f!Xbj{-o9O-;`qbR6UNE}-!VAe|qszi-rUm72O5fOPDy;TVLz<9F>*=vn%2 z8-vyq|ICl%$8LGjkL(Rkg7NQ-_4i2f%dF<~5~dNDJ&o-<0Ht*Ru%vn3+rt!#{T`cPP@r(hxX6>Bk1l= z`wzzk0O1^xIY=)PJmUd$qnJ4~**E2#K?O`?V8~rFfTWxT3%n!wzg}Y;QErzE6bdDT z`RiOhHNb?_6Q;Kels)-kDa2s2m!6$Ob#^z48saX)N98>#o`#??vsjYCkyhwnp`QjB z#Y}>=Y_BZCm$ayrHWebj(X)DVSJ<_H$@f7-&rE}$bv`>7D1yn zuz#~qk{C-W-(aYG;%Bw_6sY!=D9}mkA*6L}^Xuw&X2|rAo5HN6%&lW4*Af_Z4{>ws3U+QAqcLQKa)i_@BfPPHx0mA8F&3)F@c*rC zJ+nYm^W>xd3xB+~yk4EFy+-ieID)W?qU%#5Kh>mVByX3#+RBTcpzH(GjY_N!=eOJe z1SJT2-bI|#6O_~A??%(I21syCbrG!GX^2aa5Sr73gWo;1!2EcAW=3Y8tLwrr?d1c9 z&mJab)65Nm!bo&vaBlBxvoK{@fR-KUHR#&lkVyT#=atcK{`~)?@P0s_C}z)Vy%XI*mp00FZYK zMLri~b%j2^Z-Dd4dfWG%Qy^!TN|0PTeI;}UPKu%)uwD8eCv+*vQazofnk15s5IANBZ5`-%vTJ$><36jmoQM3%d$;>af&JH?<^>}luYv_Ae(;AJVR!`Vyu*-v|ohh$=cE!AC#Hm zT;|S_x_d>i*ZL&P_(rcx7l$&(Y=Pxii9k(6LYp|eb3@*V-(NMg>TZRS=aIe~pG8BY z+<1LU3Si%M5UrY)rLkx&{5`)0&#k3&0(uX-9s8}1E&v88g}&$kll-t%Z=tqE<#~le z=%ElHzXq=rI&AVzrk+dGHuJ8~XH+Ut1Gh;xJT(%_q}~TzK|5AvX0d-QYs}lX-H_Jr zdo=JU+-&UKF4zIA!5oe1QzPdLvL;EEt?kqeeA(e#?44#c{3K{s{1d-o(w})`#th|| z;KBMfzi91~fDMu@)kf3axf*647Ox>N>QH?4a;<6FujfG{?z{Txcj({=my$V`D7wDF zkxH}tjlFe}eP%S>P2RR*J$_Z^xwbh=x^gF3PKJ@wYHEF<=yQaHZ!5WnA#*{yo3@h= zu#KxUo12^LCfzQ_kpialpFm&UIBlP5gtror(HF!8U(e^Uu-LiJ91lUR z^n3=1B-_=oEI#36z-<+>*>g8nQ4fKTNA_-HLdfRwz<+oJ4^46yhr>Kd?M#lMSDzw zdTGYlmss?*-qFA?t)QB8y*9?V^WKRq=Q}b$X_>#Yw{hluFdZ;qJcCn`<}ki$!Yvg^ zbEO?KZu}1B;wD^+EzuFi^gbGnk+-c!8_57+%Uta;;yipp@5j0A3pUH{`_kOvvDny) z`1{*Q%qh(`Hg;-QVz^t%7PbDlQSqWRI$RZOI6KK{tS^1dvXn>wnYmmL`#Kqisd4f# z<(yAqDfK~hU%kt~g<)xWDd}^eK-Q-LDd>h%jmQ^d#9JHaW9wjvK6hh5_LkISLy9h4 zDdJa2y=dWQvsSfnr-}%}Y4nV~qX)>~EZ3x^tx9r4eIh{!+C5vFnim-55cXVOUP&-p z2vwX&pHv8NG^{UoU0WuB7j2PI=3 zbKqj3Kh2d9gZ-eNkdlV7^@@yYMuBEqRz;-V#ZSLUf;`Zn5U+wnk z$;hr)MID4MG-uvl!rYd?hc8av!93vv3w)6ZNw?mJS)*XmEPr|!R z>M76WXJB*%ujx@@6~)cd@7rFU@mMPw4-Ix}YxEMDT1UMqC~mwJ74RU{PfRQ4;(F&T z_T2rfmxO<=I5mIU;!3j{la`tU;MS1%jIR0KKs2vGGlaBO-zEIM+&^c*G52vddM?GD`)@o$q7 zDM}Q9giZ5L7v~3qq_-m8d1_nBjiXY=v>b~6yg40VlEcTLr`AZ+N3Ft+4TBY5y`A7f zbReNWrZ`o8Vdv7gJS$Lvub58=)4$O6qa3$J3FG_T#cJT0{`_UZ0Ec6=>_cvpGe3DY zITR{FQ(kd4|1KG$EIP+kvi(6X;f)HM51y^{2~MlROp+Co14_oHk;@*Gi=uEF8enX0>&}jH^lipk<9KsvbwqH1y$nosaMlm z`e(P;;DWcYKMRYCfZw0(eOQjeJ;!r^F}q`|5e3vtpcl^WI}(a_L1+ualOQo%Luj%^LWW<`5S z{gYHtAG2?_rl|$fEA`j$vSrlaOPIG1k<)HE7P2GEI(lK05!#i{)8v)mX9SIg>YP{I zH32%k;w|%;Q#D@5uPo0Ue_c9lS(1LUd8zl+yAT4kx((2l% zrXgeBWtPGrq8_{?dqFN7YK^9LIMih|J6Zb?HtrcQwviEsbsdE_C8vjqZJxjcQNAoS#ct<*f9l!vRw)|4jn zzCp3bFL0x_nD(!tb;D@BH|x03NeM_M>e`ytEh`@?H9tj`^u z4k5sQk2_txS#L1s#wTjibMzipT;iJddMql^lqj3k$rOfTc&LYf#N4Y~ZhabElo<#= zQzfe6mGbB7eBz6B#H`2SoEnT*o&ai35mB&+*>*@RjdLakiR%3u@U;cZlY`}EuHlhD zkW2>S#MB}-IzotZwM|V`=5xjT(FI~izz};%>#!_}2{?c2oa7ZsqKOX7+gKPUovGd~ zo=E+nAY7#rRhK10@xV=F9jOSRxN@}CH};Nxlf{P^doWs=n|o>NtzBu}D8eplVXzCPqRl$tOD$_)O}QW7C= zCDaiH9xWYb)@R?2ojdljqT`AtCZSEr%|!=(cl^lR+|!$Yz2A<0wqd@3j~)*0>=tPq zeAlvCC0>5_ROd~J;ue^s_Uz|{GjsWd*!Cy~pX&>*$%r`KN}+vE%c9x71wO+sE!$NO zSjz=XW1WMTQs8h9i%LdNt1zS+ws`zeJsHBcXJVp~KfRdb*@PEjuyplpSyFGA(m9Jyh0kjdg?6;h0(*+QpYN$vITdK~9S*NniqU1?1780a41@-d3Rf8a9^=ZrO zCV2$!AW<|6guYMh7kr^0>4A!gvItk|r!QSqoMpX3@vg9o$p`n$9<-V8#Ithw+E3bs z9NeQUbT8hkI;y0QyE-TzZ(Y&baNKeQ*Jl?;%8_o2i)<%4gaVnW_^P^uoYyxtOSEXS zeAJCfc2S{BObN2xXoHnO4!0VIaHrp-Z=z~$yhMpu`QDn|-*UWwR8=N6F#TksyS5v& z+BTO2N%*;kvTPL+DIP6eC|r84WRzEGz=B|`6^)Nxv%TQTS?TwnBECiU?Plmi~;K`qV+{a%^~?uDeF0ECr8`N&MAygZ_=>R z2AzFwGSoM1O>A%j%x}sHNyF@{`*p05bD!lL_6-;s%c}y|hB^v!`LxfNFrwdT7>k#8 z%(`KQmnzL4XIpex<1Vk!S$`FPE=KRd+jDPQ3+9%9nhyGp_`#xs!lyaLiT+j@z%<%HJ}p(O_U4CArGMb0zu7-e3CxUsz#aVaB2v77B6Kx)c)`Hk=^X=LGDt1mfi)D8FM&XI)x7DkT$ zRgu&%GPgE<6`i5KqGqih3Wg*{1Ya!#J|8jNExG0`q3jCv`a!&(edt2Z+nMd2(qV}0 z?&P+Pr-e+Q8QOm=0mqvmdJOiKpcv7Zy$`puWl=e(jHDUwkt_cbk$&bkm}LEjz>9He zJ6Y@6*jWccx<0DCdve}Ss)0IBBM3upUp*+*MOK_?HJVyC-_!IS>u{i>|CA3vtqaZz;Xw&1hn;x(~aR>du z8OC`?0tGk++~eMm{xCC?qsfOF!&K($Bf2*>QW_mjpYzvtj$9!4{>gB|;2Z=oKJAH% zy7?s({}(dw?C`B(%D);q)|+4*hedBbaS(xUh_K3Nn?lT4GkA^z?wNunSG5e|886_i zJ!MaPfxiD-c<*#f>Ese08p&gd-7A{SD*l&NAzrl3ddg!iQ8-c|SdbTIe6a51m@TYP zzK2N!aYx3t$QXllRQG6h@i|truWkioKA&pISC0A~{K3!xMCqEX22HPxu=qJFG}8?y znA$;o$QGN;q>7>;S?dSd;CDA(DEON@PB;UDCF=HGbG6df0d(vMmM4z_Uy0carcr@6 z5Q^MjoTtWW=t*Q2H+?D>{cIG*NLw>xvwQj+{(4@N$lp^93ioPn1$Hmy*?hm5yd5HD zeO`S?}M{1>iZs%t%5c~{yyInIWvfoEugAuI)5%E#sQuN?t_EaIxMuV@Gj8l?3U)l zfa+1^YJIg0C0w&;e_MMR0Kuo1%_08|AY!~H1z$CBrO~fXA9Ns#{SjL#07YCB{If88{8Kh%lQ7&b8R&&%z{-s1|e#kU%_3yZFL6h z_woE-9rSSr(MA{tHi$+2(9N5GB-l;!T!fx0Y~e>w~=on zT!k!O`|#q%z_-p{%w=(Y>AOAB8fY6m;AG*z%UNiRmrtWEBT9AMEY}v_o!IJ}MW7;C zU@!Afq-_@&`Tk-F`<(j7Ki5{WkdS7ZoaHB4>A2byQ@ibM6|?uavhIx_YZHyonBI=^8)$hRlhR9!Dt1b#>Zc0a4XJP{v zGCpC}roms1RFmpbQc!#SPQ|7si^!=DfAktYM1trgo4kG1>Zr1Q2$?e(?0bsl`;7B; zY}o_?eyo3a?6h>lxAH;K;c!JFcc?M!#StQC0;;*+y_;J*+r2M3L3&4(edh`1V4m4X zv3n)Cq@l2KB_?jk2<+nc)z^I~u((YE7u7BZ)y*SE^Vs@TSXE~~pc-xDXadU%4Y7aj zyAZ^0=#HC&^0~MAH|nA@k-4XQOl_jh3kDolhKCUb)XW}QR>_uzV-yFTb%v=)Nxl(< z0|aVl(xuGU#qFf39=)bN=s(5xeslKW=U#>PfwH7WI-5eC-QFXb8~_@Q)&$089GOQe z`8%gg4T)?JOYYFjlYg*Qs*uTGL#xg#^(3QvfBV&|ywoc__By{}BwUqdtuPY5dz*SY zqS$aeF+}I5e9H^fw~KN8`O6N8r-{#6cY0kg!H^8EQELdY{<(5ztZgG?d0>yT&qe(G zeg7xoilMZbi7C#^=vhcblwc)DLW>dd9RwMqV5g}7Rd)Ccg$-KVFm=pM zoz7XXXNZHFo|n~W$qx1aR~(vL8vg0^nVq#sp%3Bc_5RcXvzU1A3;r7@*nx@Sll7}D zXzl!>i7q{B7Vnrs*7*JTB zGX!be=_}TE0! zv7`ysG1slg^E*dF?}ioDEtq_d!P5*>L{n*M2v=qw1GMm0>bZQBS!o+LQ-m z1Oo6A9va2UXY=l)?fO4Za?LyJx$GpxXpG!5y z*NUpWhEzQPJ(^aA$V0J3CM8i+#yDf@-Rtt^l^1g>8x2)HCY(b;p&UB2cZWh&f<_fS z_mDadLdT-sYP%CG-c88NA7{Y>;Ue(MC!Z-_`3lBL1A%_xi(yVL`*91f= zx3SKJHSn{*b`+H30C>`#*5;%@PiLO4y#YMuU@gP}9L8t>fvjX*+7TTftIg+EPVx*S*_L4kZ z6Yq(&eeH|ybb!RdQ~J;FfnIslWcN&2$v9NLKfjeFY&D3GMlA*SP_<1}!WnsglaTky zZ-w0!%{2hmO=tDbnj?H-T|4t8Yfkn{gks$p35IzA|GDZaEfq(~=W_mkeeZ_?ha-yo zCHcm{2z{EJ&Ob(b1eeWV4!IN(B z=ARBq;PDbYgMzgXp3B`JdX-P=-mNtR%3QSAzXX^tc z#De)>qIQeJunz8*&?E6?qmO>vHEam&oz99Z_Ob8qu|L+(b(mp)-ZFR21P1lBSc<~? zx7rfd!sTpkDR(URuPs=J(jtvqJzPm4{w>f?^Q&DcJ`Dw6j@CC*QCnD!|c?7Niy*OAq?wz|@ z(q+ua*<9~ghJM{F*2+n%MHlmT^Mf2A3%FJkN99z>((LluESCW4dHxS7uxUPucCpvd z9@>S5K5I#B(-dgg!rtRmLx*eaa(q6c^}Y@rOkXTMUoaoB9vUgBo66ZwJHz+$5hlOg z$^~LE@RM#R@a@azg08-}k$YNM!&sc4DgQ1{lJyrDWtB+{B%h{WeQ~gwDL+ z{qUxGPMNw-DxaWwug=92-m6!Mpu8kNAiI%Qu+)-rSWR=1$= z=}S5z_jlH$l}(N@#~i>0Pb{=rE&%%}*)~MwRaYUs>U`R?F$kjDiE1 zegMXEwjn2(((3sK%nnp-L|xOWt7XUSY^2m&QWD7@p5f15Tk>GtB zUM!+B;)$Lhtm2Y$) zm^gK7L7dDU zONQtmu+_K!w13Y>n~HV$Nfj6%#!D~-9mX-AA*r$rU6-;wf3t-yTh3tC0bxMlPF{De z8=~X@gi~4=0_Oz6wUI18om`>aAW}A@9E7_c(xl>01^**2StPC)TJwh^P7a7W zXnJgfAT=olL@I)=RD+oKit;JkHr!JE z!>d*8D6L*~`V@Trys1i97YRt0H13=Cq}?>*XZyALjWeLTh-fi&zzNJ0%;u)cxPQt~ zy8TAlt1+-P$QYOU%W(H9f)p&|mpHSpD2fiqL1#8?hM2b-z9CZ7EFtqQRO8YBx%te()T7tA2w8m3vMASidv{jb;ys-r)x0Fc?KK1u+JJ%Yq(*u?H*5kjf zx$@)pk)WL2E0#ykiruzmt=b&c9T|+*e;m5IxCm%Nl#_qWnMWIPXAH4%kPn=yq;9ga z-xt}mb}pnOSh&B2@;GF1ul+UE+7X%y1NrTw;G0fvraa`)6T*0mp>aD1FNmd(#Mgty zVDH$SDJYD9o?`O)j@9A?wkr#B*@Ne~VR4gh@jCFuinZ?mKry%v({paX?F#Ak#s>w5}i0JNG5iQtk4T`Ql zG@LAt2l&TN`fS7x#OR1DXEEnASF22yyGXjcjC$VpvTTqohYtAF-C~hPVCS}L{Y>wy99PjIJX9+kO8w zZc`MG_Rw!I1wKB9K&26$>gUFNB?>-DWF-HKnP{3Zp(dP)jmSK5YD+!*kHjvqq#LeU zzq9^o8k|k{MDqJ@KvY|YyQ-XU(A>&af+V$Sc<5P{okb?z#v;j~6tuDZHxFF5a`KJ) zcAqVFE{>1|}~CKr5l0{!~t1)AsXk-|75 zh~AHc)kMNV8kB0MwApaTFxzw}l4+U0pmkT6Hkt383>&vo!&s&xOrX%=w{^%4PCUBb z?x-#O``iVxC~~8GFU4~LbYO5>N~sltP~d+5!h^?L^d;Nb6Km2oXIQrQ;Evwmhe)IvFYO1-WC-@Twkv z8GOMbB(#^lDFLMv452jN_IM6eJHM5Dc=L}vp}@}i^&JiMFUIE{z9|B8<&~**!pvzi zRY)2aVe0ZJRYG!lLTCppy&LA+-?=3)%Tdm!JqC$kj>=4GdKBijyou+HS9$`b2Jec> z_2S={`%UoK+Z2kHTu`+;C%}#*unv1NYeRAz=19%zwm;>= zghtfh;H=Io*MJdzpawkKi0wK_d7> z!HbMqcBknHWUd0O&yzRTdZA4Q!0}rC1_gdfi}DTvIWtP(NH=j^u(V_7eeV&{nw`)a z&KuN3qI~IWP^|6kV#5Y{$BG^*AB+1FO89ONl(2+<&}{e zg7Ksht@)Gj;q%cKme7AP>=4)gM4iyx`&Ovot5Mjo7m^THCFlUf>&1rF!wE^diCSQ$ zMTE?KziYT(@s3hdxCIw~O{9u9GK2Ztb5AD$%h&D7Tiw9Cl5WGZ0^GA&-a zGbwd{U-1w?A7+n0U^n8mSEZL*0aI|PD?e59rKq~v%y z;m#eg;lrn_=^$`?A3q>e9+9NXwPJIqMA#$FXQ&Fg!;qyV z2r6Z3vdTf*N0t>EHP>@PrZAC&t+}_}hzLJW(P=oCCswgDWDC?>m}Y6l@wRcvBzV#F zf{=~wJ9}OEiULPWWb`WQF*Ys3?qR+ffRy({5a@p=q%!=|--*;iv;P8bhd4^L8hx!@ zl^92`A!q7Sl_3JQVTteWKzmHHn=GB=#TlH=0%=>h);wSrM_dUTzdQv=S$#BbP!k*i!n}w$MZq?W5pp4Dew;R zK-82yP3$mK=$#uNoIIq?=!-C}wQ%Ewf8>(jb5bn-YUNh^#0uZ8Z9`>NHt#Y#lOQ~@ z$QKk75a-r^wC5DjE8|ZJ>y9*OTdg4nZ5)-5m?Wn*RigALcbAY8AYX&3gw%t?v+3j+ zHFE~0i8h6@rUjP6^w>yh4PaFQV%xeSSTk}bw-+@&d2sUR@^>qQfesOn#l7RYs@Pc^ zJDUopwz5d)ZIl`%vAZag@>Ch}k1L;AkcDTvagC{Zd}0m=flA111A8S?{v}nX(RKPVc))$Qj(o16;UQRu(xm(Jw(DXPP}teKA~C ztk0g=saLAkSpsJrWO7iuX?XI_ns_65R2p5EcTSnoK-hL2=$>T`E9=LoqnWE#1~#*^ zXW}=XK@Hw_L7%}}AfYh|c|fb>Q? zO!dk?+6AHqH-=S(IMEQ*IkYll51aCQTQtrJd#Ol5DEd4l{_!c#O@l3l&2lsI?Pu4oMw8?k*`HIrW=?A1nPpMqma(#Ccx08`l)y~%c5L9< zVd-dyF5WOEGl-A~+FBO7JFPm&+G$2aJ?u&+FP1U^ZZH?uD@+jLtYo|}6;j1~Z9C;- zPF)+9+I(#%rh`K;a3X1yNI6VGf1TP6p}Oq+j8wfCUJ#;p4@Frv6y6{UGu<_`PAC1$ znF(=;AaERa%e{?+)bEsP??T(pWV@!|X zK99mI0ILNubLF}m5T_t-Ps7pUDvNA;*`d%Dhh`NZ<$0Jv#^AzEA zt#4eYVug*OOK!bN6$%pOP#31=fq|aHTQ%WXs(H3Bs&PRDM(xavLAe5}6YyDh3nb3v zRDL@$ zNn<8MMN4U$aSL-*pGI|7m0Qb1Oc1Si!_}YhT- zFss9fXpZMBW;+vlT|&1s z!Yjn9#B~ihB8>>!gQ@pLH#e2N0tH2$lv_rdjJ|S@V)<0}&Pqvg;c@u3Lik!JC36 zy2eG@5Pcy5P1H6WpTj#^`hoDr%)Aq+u0OGV#C?14P@lYyA*^&#ygXOR!3w?Qu)oBt zYusLQK-lmmFt+snr48Sae`B2KgWb`m#J(KI_Ep`wjy`)j6;Zw^R~3l8YQbtClW_Bb6>u zeB-vWH7VSSM`5X#LeTvr-wNhMv={%PP_7n5jocq9{S#`3Jw@Sc(1fq74y!puFptYCt{m7_p0;70ApL1m?8_e(1aO3`3_@2NKH|3Mzrv7jTkvl*Q?~X> z>MiecQ+yt~zPSXn7)vDk_pq4YBOjFpKCkvcH150|-sqd8;zIbuo94nS_`E0_Ne3#^ zym@X5a+C)}7kKD?fxYpt1q^&gvXh|Usv$0x=fDx={#sv51=EtRC5Tsf<64O}Br$*O z;(Lm7ocZd2j8RqRdI*tvSbGA3q>nWW)7 zkXL&N&HXt#?RE)vc*!g6k{Q^!To*E2BQ%@_j63ZFBFncZpnksf7F{CiQF|!i>-n?) zWt#Zv2aV|e@z1b;Sg7Kq=r-wy^k-sHSUe9)vBT`uC9H4KD#FTZPRK*rv-U2U0=(f2 z#6SkeU`xhMgxa-|chyY>&wIt5xuT6%TKkdNk*%4Xl`IPEt>%ze5eCS^G)e9je~E!~ z8RTDaG+baED~b$n;z%+y^f{{cse>B>9>tyR{+1c4u1udUwN2zarcf!Uh8Z69SvvKa zNF^wStSCiM6fzo@TgPPcIH^HHBHE(F?L)OOJEd8jD+F5+UScWSr_JO}0tYayMAN#+ zUG%Zk-!RaWovSeWEtSc>og~f;H*Y76yhk-cCQt1d};{Y$k45F$yG#696y7b`Lf)=;lQ{+7ZeOki4{MCk7hla?%Am*7Z zW*FkG%Ce2#KAZna1OHPGVL~+c2VZZQu9Oc2ka<>y_F#8swDhy`Ve6BaVOx4-&AFj$ z3M~8%-7uXihjJNKZAHMBgj(yh{A`aWk!;0O3rp40mtE5>DS!C3oHp*q&#sM~%&c+) zMo|Zs2pC#rNEsyFhVEZFc> zD+-aC2gSZ58W4UNsm;uwlZi}S6+KDT%!U>(*-H$Q%({^scOZ=DJ5M|9im@{W=i|Q3 zG*S>}w<7mXRG463?X|LBd28mr_kr`-2fMF2ajx8At=j8&Ao{+{J||T%V$x|Za>_Ez z`3~s&qgF9WLmTqFrIUE()gXlt%Qk?U+{-9F;!-}4J>{XlrZIj>Mz?7JO;_H1(JnBI zanb0-8P90+M+E_~^X6~wH~;;%VXYl}cM+LsL9s9R&}ebj06Q^-H34X3Q{S3?VT`hF zRUl$-$9`=>G}0TC(3vI1k4WCN8PiEM2@w5!c$7DV(46~K#sG!g@Bq5!^EWp?Uk~pF zeeJwf;IEn4FUS5Hg@zJonONjUXUu{>CqF3&<^{kZXEl(p>v>&>p_br-AB9nqw)+ha!7CboxVIJJvMvDBHs785n3+Pw{{9t|-6n-OzS9LbW4#%a2-=`6sYo&&3x4Okt zR$OUIjAe_7g%+`?r4fw%b*t1qsfUUV!*F)3esxO4dvPi?OBJe=TCQn0@AyL79%o$>YS?602J~x{dz6-_ z^=xCYM>PB36yV4QY1l!!Hqr7i6RmN`-@0Uu>$hr~%B95dAY=tzGArKi*O*F;w9Lov+BdBEjDt#g~LU9b~P^$b)$4Y%pp>I-PAF6#x z+WBOF+(i*7zXLDnYd^xN;R4hRv4uS9V1lItM=<5SMb>e#^pB7OA*x-t39uXkA?OUx zKxI=j(Z!l=PE(tzwnT*}i)ieIb^K^u5!TS9ZIUiatEHIE7(8H9GF)*!QWj#6nXLSe zpt8!-UHjjGq>w;a706{y9nGJ~JsT=VO}1OJCLC;BRT?*$hBR}ttk|F1Yck|%CUBj4 zPl)SKi*?>95s4fso>dQ<0l%P+0qP|XgUYDR2yE`!TUQP+*%myk$Ea$z1tq(%#$whe z_|x{y#qeJxp8(*~nCeFUweR_w7ZzbreIq1G%^EEt2@nr&=p7vTi{ev{QBt**$IqC- z_2p$1vS@AG7x~eLmedbP*#Z8aG>%|qxGILV1nACvt+d}_YB0)1tK8F7Fdw?s??7B~ zKjfC{N6d{u&=~X;ig*@>dzU7krZ_z@ix|x-K!_9Rj$+k=hy)i}u&#_#qL-zQYhOA$ z!DEP_%-vt%BDY#U@oIYyt8zgd=U7GtEUgWb-A-PI7$udwLM1uN zfr+x9I15ZjFEUC8Btsv09&1eDc=loBZSbGe9`{OhWPSWNc(FPWRb~wG%gD|?H8dK@ zl(_XCEo7=t<2o9q{X)G}A}=;eK=`25zwAga13zinTzS#K@F&izE(q-uiqD-!-_(`g z!5rb95>RZ<;L86N&yz`h9`VaiA&LYGeL`WGT}geUb9UZZyNoq!-LCw5-8=Vgj@v0L zpHK?GyTOmWC#p%4ONF=Cw4@}8(Q7lQorwujsgipq&A0c#Y}=?puQ{DmByjpPT(oD;fC}i^Qsf zc|O*nAM^=Q-urI$IQf$N8oXIT#X~0ad(@Z|@KSWqLj&Q3tp%;mwW77=8oN!eIN#=D zgrh0;uZ>4Bf)k8>KWCkA8Ho;?T4SYi+)3;TXu@wU+d<%SE>v#_GLoSfd7o;kUm2i)ozIgDRESrFk z{cT^2bwxgXVOBV3)(ZH_D9EJ6#Fis{&D2qc&$|631g6WcWKKI2_G^vJ7m1p>`ma!x z7t$MG1Zmk~jU{~jVRvYc&`xer*4W@oUEtX3#mNjUO~FJC+p>siQYs;B;;_8u)M+by zywU>c^ z(zi7gFc)3Q+VJcI)onblPw}2tn2Oxj{I+ywRh{b0s4PATzr|Ezg-d%bd!Kx^_y4tJ zmyd8bjswT#7;d`zrgLHr(=`**Odh7=bWhjh7*5}C+Bux=&M}i8y@|PxcBb?9d-8qs z{r(N_XRo)`dSVF411|*XG1#yGV5^XD&@>|J?eDkasql=oY5E{xc%A+e&G|1D+4|(a zSXmK=BTS*qzot2KxrtlBbhLQ)(ks+_`I5Zkf#1QMHtZ4NqwE(ap4v5+Sm{F|p_O}pQr6HByn0jeu_tbx1@lsU^-(wNOXDwZ_lo?b^>G}k(&-z4JFcUr;hv1zUG_uE}X-YRu`nPJDUni&%bD)lh$p5X|F_%NRb{3Cr1J-8`MR%hn zp5%^IHQJ0)$Lu$L1u|=7cQdi5&MaFS1bR=a9EYu`eDT9=_%Uu0wJ6l9J^=Wh`@oNM zGKddK$A^_l*rshpto!Mz@NNIT?x#(CJkZlW(BtAoHQ+lP5HGP`w`XC&0jybhd<-W@UAM$7KkO)Bk7ej6`937EUQ&aC%=7Mt1uEVyW;V@afz}+>>oRe zqm%ZnrWqG}-Jdo`U3P1Aa9Z}1nT35ji6Wr3;+RsTi|HvxlkJ?lz#se1Gkr!=;6=G6 z3s3ZY1wqfGm?LH|VM-5;>N@n-S0A|k*l7mhQ>^*P>}*tjy^cuQgmp?Rzt{g(jx~Y_ zy8|Ip40h@)vQsx1ZzP-?dj7u|*JoWd7uMa6wmJil&wh!0OiVe=E{VyQypd0qiSg5g ziA97xQ6k}in|U#A4(9|D8KK%~p98Ymv=R-+a)(7u#?uiN%nosO_O*o%f}H>0xW`0K ztS@CQ8ZX8eyH67<7uDbRZ6JmHu@62D=0J`S=5=r}fiT^*aFurp?>Y1P0xI0Kk+qs> zH-M9Fsl_i;_>-VO7oe=Qm&n}szZ`G1+Wf#PR!nn4EeC1k)#!*mFS*7)^1KY;^Z1Uu zHom7dFW#Wl;E9)T>``w-S1=K$rr7vM(GP;zJL3+|rL{-XiBpd|o}qaDS1iP(bQ`Dx zKBox}i9K97yJx#;S{d5E$T)wFu2C33q%(h29&WXQ)VYx~apJdF;R%to6`WmoUT<3D z8wS0CWx$ zo&+|hh4{V@cKshmp*CjIC7fN5w1SA)~?Z^F)u{ASN ztD>% znREOF$Ra<1H?Sj&okOrNN)Vmze{I{gZQHhO+qP}nwr$(C?VFcMWsyo2nceJXy1Kj0 z`HmyC9g>?(U?-BQyOZ@S^KV3-dGi!?A7^~GOApu!T4hGplXCzX7CYN^fZX@j%rKmS z{r=BX8V1%r%(c=ItLfo*s%w)HzmTSJz1>|=xAoh8fjsI{?0$D(GG1iaoJr9@WV{^t9WXn zp_!~(F?q=)aaWG35=MCf!6}U6S>A^JsJH~4vZ`KEyrv5Ee~GHH zRFpCpNlr(jYfg)(?IGTG(i5eJ<5OS6nTW_0SNm!NzO6?yh=CAH-DN=Y^C%_P9wGd9qCzI)?hmIwr=|`iv845yLtb zQYTg6chE59(UGU(OPL`pnsGUaR!ehk`djG#NnSBJl6&C8U(P$dEp(?K&99^zptLrB zjw*}V28#<|d1S&gS5^3awT_ywq?WEr9O|o-3^Aebjbb_S(mg~)U@!gZ^?53(V0>%j z`dp+t>d7Bwb|nte$^Bsv>0C_o%rNC3Lt2_g_^_k-sP=25rcodUiE zj1)ZUouuUFrtyn>vCj^|WRnfWXQeaR$%l3`boJ3_{^0Hez>q`mPM{q)giUmR1E6sJ zTrBuLk*996+Ag1ncr9PvRgI>o`EQc8;q^%&^np`Lvy6i$cbUSn{HieQjr*2>g6D?y|Ns;azX z4d@H!QNNf+W7NJFUaL#J+q!@b%Y6(0aC2mFljWlh;9tduBxO}gnBP3(=lY#}jiS?T z{iTf(+r2u26xEe%F_;fxX}g5EdAhPVDvuV{!0dhWAdPvgDo|Adf9J28uMg(JB>3CC ziApm&7QZUa*fpu5g!Wjh_P2yRn^9w;JZ^i%hLGD%8fN-sw{EWz!ot#sx!efnINIOR zg`~oDwN<7xrP&kYFi8e84l9+sa`QnK@Y@&LZfBAG;%WA}@K&N#+7J&G^(qOVRI~8d z$$|_t=um0k^H1qotgXQeSx5RR#Y;1&NRKIrLLFTvcOKVjY@TdzoONQ{`3+1>QA)bk z+Zlw)RdoiF(Rh$|_>rtm;Jf?=ZVxF&<$C@>$3|IjWALsV&aQ}}pE^q~hRg-VKH4Hy z&VAOoF&EMzbeVki>~UvcC@ZrHjHM%WP1Hvr7Q3?5pqeca95g;%UCNSpH;jfaO=$XS zumK@6)()Bka92QhgO9tUY6leDp-5+)!j#$pdcDp~2{mL=Si+dAs!NnQXLdMm`(5}L z1iHNxs;?=jQf}s}BMQUbBWC}bljM5!M@zuUY<}4j0}DQPbvy3f#lu1@SVN%Kk&t># zMo}Dp#g3GPk^0olSXf5>R6Ed5bv>oRFsI=w%ki4Wf>L2f8mOlQ!e?VmkO+!j=VwIDVc z&eg(;o*?ARkK%Kuroah7>Inqlop;z`1A7N*a5EFc8P8(waowwuov+DMJMDO-aY6iY zor;ZCkjAuk8C%zJlBbb>_4RX7Ch*8=kTOb*4GNE!?R0Y4TOS;03|5tcK2iA7))3{})fZqW zQ%-PbtW|~h$GJ&e@2sPv9J`#wz>cXM#!0Hfa!S?icX{ zF_^I{DXAoGy33;;pT<$3o%+s@=<}lF>ww7q=@b=LEbm~*syxoEK<5<3+IjC;l_XY<9@a=V9Ks#=J z1FjC)xy+;Dz#bEZ_lRfH7XCF`tFa5hnNc%4{W1~KdqKb4Z%aaE>b)H?AZyCJ0z+FF z-oNzz^xQ=<+8CMeI^2KEy~j8Z?tjx_f?DX(>pwD*`N`KcnNYPug$+Xe|NYL=nU<@s zU2G>2>Z(G3)9(w@1Zxts&~_e6f99$Am$k&Dx_cZQERNLWO$_uisd6VyH1A~&QWJg? zo1#`H3-o53m2cXcmiJ-_cew)lwBOHUoTJMf!)(}f_nIm6yx}xkIK4l#V}ML{zQT<( zudtuNf;sp)iR2QCTig?qT$P0we9wtsQ$;?T)WY3M_{*pGu?%X_7YIpisABt@D6dC% zz!F3ir1_N^>JM8gg@ANr6s_y(bEV{-MV+x_Z%^rO+88o=4)j1ag1EU?3c-CCu`}JS z8vQ0`3g>DEextRBdE$MFWL;sFlA%Y!0~TEH^hvd4bfq_C%4yV1QMimKaLoeMcoWBI)J zuPmb*BF+&i?RXVpJIAc$I!bS-GZBJUF8zP;QZtQNS!o3Asg`m`EL)nNl_X2dvOcoN zVEk??D}0Mls47skZZ%U%jpeFM@i}g6gk@WLsw=mwVD}kdDZ)*e)G{Q=Vc(+FzTV&s z2lE%wl&6$zM94XLlh`HEr#ZocDvC=ARB8-#XBJ88txkiY3BnMDN|X3AFG;Cq-l0v& zyKirW%S|u#KcnAPWlvI^cJ)~vzzZc-H}&_$Jpa`5bVnhAj9`nm0cXRPUK~lLIU8iF zOAcM`L$|>L4oei%j`p!mpYfxqVd5?nlv6m$P)u`9Cuu~L{QBqa@pm$kC|RFo6k7X9 z=fGcH?jJ)v?8SS%=FX>%8vVF27UOh2oT#Xeu#i9)t?4Wovi}}D`?>0*q?&N()Nf#s zA!e0F&~$AiJtJo8Ob6{ELh$spvda!aZSE*Y_h3v3u@&ch%+^vvYCwC+`~F#LvazK5 z9rxIv+{`IcntXbVy1~I{5_UF|ut~z@mi)>W2?RFL443YF?TVMW_Z7=k=rN&VnAUOP zIhp)c&LEijfl-lB7*prMZedMHHlG|ywJTo{1L+gsjia3CZ834Vlg>p79vd(mU703b zKo_8~K!_}*6{-D^z*J*>_4wAA@>o(5wn%h0wzPn>X zpPydTXt7*b;t@?sA}3#h!q`9u7_q6oxyZmscL!i>Y-C+!otA!<bO0{>jf42a$iU>xxJNlDwv zZwip|tH(b8YAt7%59g}{R3kH89k6UiOUT+vi_e6l^u@=ZesS?9{CPw(4G_P|)?DuZ zsFnWjxh4i+5xNl?fCHTNZJ1qK*fZC#Kb>1vAZ&mk!46r z-vmrc3v2$*9zj7>AtfIu9CD%}{GY$2GXR8&NeZ8zivOzJx6Ch(0J}Q;e3JXRQFe8#o|dIu+zhZ_Ju)hQHc@TkViKK@pU&}5)bzh674++> z5&s)WYhq&!wEvs-9y9S*`D+GT{@Yo;Y}d9tKDxOGq7Te0YM9*A;D-fX`R8}L;dg@Q zR^Obw)CQ>d<0kdDCA&8{y?DY${Wo<;bq}XT$$=H0(tF}}G2MS?I?GQ4!sI2i)Yth= z*O1)vyLAqwk);l}H+xK%aGAGd{K494S2cD$cM3SqY-$6jZ*T^19>o7iD=uy4)IT^2Yj5O> zWkHnxq!$FJZ(QHn;OF#jopap_Alims+z&P>2&bR?S?rl^7)BrYi|x=DkUsJ+h8-Z9 z(T_+Lpy;{}0gcID;lXYgQeXL(?a;Sr`46kdg#Me&@XS+)HPw#iQxAe^NlUTFufJ`) zzwc&`{o6&{kLkCl&1t^vd+U^@t0CivFI#;Vm=!kP57-2VKJyo-_oe?D?>?q*WiS3C zW`6H`eXp{?m#g0oN_{W82B#YOcN;XxZ+YNbboz8J{)VP>hOaw4V^4hJx5jtMpz5#n zg*sr=Z*6q+n@@4xFM0ZP6<7;@eEJm6#?ZIw91n!CF9Gmx=0gU8)#*3vlV))5VSR6L zJuA@v?|dB#$BQh>kG)&v=AO;iW9g3wdrAu+t?!~Ir-BOpneOfn+aiPy>!;3SK?A~Y4yl+t3~?Wu^r#vSKh22G5(*I#P5)n`ugZb zOzusMwC8HuB!@=EUo=YCm|r{Q?^VImTB281)L+z}wfBGgPH1Lf&CE82;}>}#YJ6RQxzbo!2t|Ii3fLf zU*HEAKfZ=c2rFDIt}J1zl?Je#mc-&oI-dwJ|0loG8Lar{E-X&r;Il_iih1wF5vXCb z_`uq$bDr5E$x&rFu5%|bi*8ah{8W&Yc_V&N;{&o1m?_2g01dqu5!EWhUPk<@5Jq3|!j7^@Jij^GUa)%13X9@XXF@)Xv8Ht~Lg_W$Kkm}-rm9J5M zCHE8x)95c>NTp;s<$flL#-&(|p^A!Ve!HhDI!NZ&trt&MH3c4aAfM-qx=FQFoc*UP ze*)z0@_@LKHsp+>L%MH_6XM|%(a?w6O%L#1HnhgKNKS_#5Cx1oWIzFn@)Hy{Yn$tb z`e!IaI;IOMG{PM598bI?uLUW*i$832U9CzAn59uyI{F0sijsNsT`LyqQaw#jYnP^M z!|GW!PRcxggW=;DlNj9K+O5coRC$pQ2u$&f>W4oh*y%RqM{JO1Et)ku-6MNXtWQRF z<$F@XOiafnd)#}rbu%m@$|>~yYXx@M;o80?_pyp<`9v28l7`U)M`GUt|EkOlS$(J| z2eQX!xgPkD#V%StMmU&l^EQK_U!h=Q#4^K2@NS6S027j*>avo^B-Lub;UZ6}G_CEG z5APlo7&xaks;?gA#BNvGFgbR50?|A;?R>de*Y8E7M1Jwe)PR4V;s$LOId=CT0~2vP z7lr~PDaw&ox-@s}m)zl7f&{KX1gfEx@iO5vhYG4Q*e;XIQFoRk$62Dthq7F5|4oRsfw z_S*0!$G17(IqeJEcYXR4kXw^j5pOzAp@8)GcfKqWrRP9Q1$YpPyKPZGWHDFx!UVfe zz#`jHr}MDXI*ITFf*Xd#2Rm3Ei8&3TpE=?#%$;|rK)i4ScYhFj4js^ekvF|{YIqO~ z_YGy-_gQN?oEV^N{6ngG4e(zag%k`qwcAQ>PlHLP$W+kr*zZt6jGyE_K91?$z2G~$ zy#mZ4uM+=eA5I}>xFrZjft^eaYI9m{r&byk40#d^Y>gF%ADSj(I``nX=6EK{KdG-E zCsMd;FOz+{R*9svq*zyp=WZR7FTZkVCn zh5XSz?y?V*?Y&y(SkMF=rCmGKUQb4Z9o}-gtEwTtMphzcRg~h@2xc|ve%hS%+%Oxj zu~N?f~?5H01pl+zqXiSJW(HA8ts7D@1@FY)*Ws7%RPvNGE&*B9Wpa zBw5Rs&UUf1JH|T)r{Ls>IIMU5#)pb6XdD+!`*5EgrqamBVwcLB6?+b9W?G%~nuoKM zdZi~lq$6aAs}~OnbaLy?S3#};AL<Y<=1FBX8c$U&Q-&wf%;~mg>aBUiHvwJp#{o&s13Rfoc z44AU$;x<5Ie4CX5Cg_+yN+}7{k%{Zu9CHldA^e@&3slqTLJy$}9%P;LUeJ{AGo<(G z#Y-H@0_a4hDVnD5W&PK-UR-~3{p_o8c7wysAjW3nGBNL~2Lt0c&RsMc`Xda!!#`ft zg=`BlBFg-_@mFRf3E8}Acj*Da);Z@^v_jiEUS+$P^9)zia0kvvp-01H{KLSU`YyUi z-&+X7D{)Jyvhvy*rQqY^d7$c`;OoU!c;DEG-_L*25;n)=PVT0bwzi)!A?%j5hW44E zokfRAitoU)Nz0FA*_H+OU*52_!2H|hT?Rd+m8I00r3MeDG*?BzyyiEN zjV8Evakr-=(%F>{wup`w)Z)IEBJS}!Li&BJa43gHud(WD-Sg@$gXRHm;dswvfF9CJ zEi;v>C;2SP2VgBof_8QBqYfP(eDNbX;`7IUd5Uw@tj)gq^9f4d1CAN23>OhV6K-K; z+>7`BngUc2*`$opR3o;s&&4|6V9j0_e}Y;7X{K_CTGV~U_WC9Z?&Sw# z5ifbSOI_3}nwE3A$rC>@9?DQ$K2O+cz1_O^>r+Pi@J+SZUXSx-EcqJR@Ek`{s%#kl z8U)#)$yDnXIwl$Szb+s$v1?bzxLGYsfhFmaaOU63SMAa>-%|pB$ zHpxYUDyg1a*`CSKMO40R4*>GV_VOf_Kxa!F=w({F8K1NhfoLHi_3~OK+JAN~nsicu z{?~{u=q-{mzY_%#5XvYy&3Ij)NxJucU>b~wbv45B=Yf6E*i$bT}6uPh8 zj537PuxH8uLkN}@VV0mVV3-F5;i{ueDNQ#Xk-xSW$zYhCCe9UzU-fb0eBPje z{dGQYde7XRZ^oo6tLHevUrv5zzeF}~FN6npfTO|A#0TkuU|EMQBUTvw)Shu7jh@pA zDd;Tk(BbzwJ}($j2YAoF0Py^*5&Ur}kS?xs`Bszdy^hjyQ@hl`c3D|uCUb6_GyE{5 zm~NFO*lL-4%^c8NMLgE2BW@M$xfSJPMoob#R!P?%I9?7?c+ntHE)Gunk+mTjcdz=w-?-3%t+tvw_ zmM&kH1L~5WhuxMk)M;Tno3Z6`WIkHQo(Xo^WQY7{gKS2jrK&%iG!1uYwVly3T*g|g zC-CAO<6%ooE|k8kY{lcAW`QY0UsYph#0-gyyjul2rncdYjv_Jh3T76IkybTRWZu4b*E8(r@_{ zCVnAuEHm`Z#<%Y~{T zVIeBBYSFPpfs}u-PDwCTDYD9kyeeFmK#W`pYq_DvTy*P;JeIpt!Yg|B^?E*qN`BRt z{|z2hVZ2Eeln^*_CAq)P@`n>eZ|;oG?BaC@~w45X#BL7(q>QC~`7vxA2V;4&mliOsKoO1-dArqjPP|S|EZQ zlbVqn#}ztQjUewgWz-VEh4w31fYuhCzG`F&~k0MKn0bYbqh3%i&h(B8R%-Jxn3NOeCfV1?CTOYMZDBQRrsEb zKvnQ+NN3O*$K?)7r;UQf#Cb}-(=4?$%1Poge}nnpnx>^4vURagY=sDbO^r2KCN{q? zfuliwb^_e>TzqRq(gON^n^3@2O`8>i1rJ3OUbyz>WsAQ$F&pDN{R-YW~~>Ar%#XE+XBSgb-%Sy00Wlvn17>oA|m z?Q3f1XcQP82^^!=&CxH!;py?-muxkvOYV%HLfTIntoxLc1fNA3bvx9VW4F2-1Nr|NJsLHC-&zSV9xnN3?>-oojqPzG<BGqn==7<*E?@8JNP4eAnf2Lr}3DZCZQ_aMWlc1WMhfc)) zt{8A*tG^^R#@;bxTL=8h!gX475K{*TH*_$Si;;dh(iR8k6F*MLF= z@_PNqFO&0je%6Eug@67A(F7?ip?xpjCi*2|ygPjS=lDdj5~-DFy0eK23ATjuQaN*` z7ESd(|9^b0LQXZugsMJ+>_$Xo?Xun};D@*Jc1I6zU=}t6TCD(n;speLqy-O`u`q)CHNO z_mdQ*Un%mxyP_6Bp-`y()G!hI;1+D4vb#{@ynErK?wN0xx-9Ikv5_E2ba3WIqWo;3BK54{k?#_QU_C4G6LAhQ1Nz69L|!FEoatf^a#3OA!n--n)Fe_QlzSR_lSf7NF;!Z3**Qm^nU0lRh%-?if zTS{phw2B&$*+*<^t&Jnq&E=L}4(T+h-^W*4>5aa}UI%mi4uwx1KdNGv&RhHu3b<}X zgGcO=SU7RE1o?x(Hm{@7#>%eKErfc)tyDdH;hPe_L@(5DeT;;MhNt+z*W<(7YuK{X z`CkTPZwNUtKm`SeJG2t*9cJ>u?4gj6K{s^FGdE9Dm1R1@envf=iUrh1^@G=BV3M>ODuf{QNv`aT`0dyz4V{TfuYjXr~9x)F+10 zxY*5_Mt0-(5|?h#Fpil{%Q_;TV*#4(yyod~4BdNmT*@-qZnzfzV9&!?SE*Y(Lx1uY z+C^O@^+<8MKz0@xu^SSm>fp%l<%~o?Pn#4ffyJb38WK%d3w%ZlZg^gOkDteyMh+Qu z*`#&e#)Z_=@Jva$1KuH-L?g(n2c#A2+>^E5-OSVS{IU0OFpoh2xDXQgrcVN;lY-48 zu7e=Brt6Zh*@5a3=w{^(z9`O(LLFVR*Y=u?LO>Ir%DcY)?S4_?$}{>iR=EAp3tCP8 zvtJh8y5;vX($8+w;*}^)zO}W@yI=QlO|JNf4})@EJj;%Rf#xnKr3x8>lcl=M=>B|F zr}zHO3HbB4_Vj@sxuiS%yJ*>CRockcU75;g2NZ>8u~b3$=V?`s5MOFy(VmqfDStHV zV5oaH!`X`Z0(ev3x%LVJTQ9nnMdkgRaSBQ(>8}p%DbrN37*gg@8cO-NTD-4H>lgwC zp{t#AqA7fcoVx}})l;Os3>H-{2JFdcz`+Bbj?s@@yB-ap1m0`ub5HQRl9_SY^CG&Y z`ws1iw5MS%Ybx;RGgrn(uC-GJD)E2!5P79LGDE-x8{w^`HYrGuS`dSN3~ViJkd-P9D)wN#Ae- zQSpqp_!bDRGLwm_$WoE^Tm!_NfYb&yxi{!>mmo!{XPtBPsHEHFz?tor`W=2ma%Cc@ zi}0Vi{g~JIlD4$o6dvn$zBuzCR4Gm3fC7IXtT{836ibrH#2SQ5d=~%X1A7Gk8FSUv z>USP_`Rol>*6OtrY-ng)fEDGl!@`}Tv>y19Ui!x^mMgA9hZ8s&8QQATX>@p|`s}>k ziE!J}UOu-`vGQ4}LsHnfpEE17gQVzV&1X6dcNm98)Z*u_y|mr$%VsK{OEkuVC zf!92q8^wFBk9@{ipQFrFnC~6=1& zbMk{wRr5!MIm0BGlIBdnhB1nLsN;P$I~CWxK>3=b;OxvnG!0z19Gf7J0C?HNm!4;c zt<()zQpJ6C%08;Tjrd49LAkEMd;S@Q{pdwOp7UZf(ZM*jJqMj2F7}|YgFlq7R>Xk_ zxAlCJZAK&G5sM^dJv62pi=s(}v6>UE^*6(h-XrdO^wwML+TO$sWPGEkk-+fAJX)O5 zhB$6#IZr6%NHNXSA_xUP?dq7LjAl}W0nIb3uG*OILHe(Xf_Vk|SHM+DhRrx!3!z~U zVY+d8oG>@PjZk;xyStvUG<{-k5Yx?`5SAfeM+KC=n+~>5+GTV!0PucqE*-wj?#*A(w;so)Ex}lm&|;eA+`$$|5lJ zKIb2qXR(tsJ*HonubK#My-RpfeCTaKj7LeHl#1(BOs zfQfjH>?zL=)EYyEV;xzHK6htfcmsOnaXm^ZIbG!U-d>Pt7@;=T^)F*WC0fho4w0;> zJ_7tpe}!r~#^^u`2(>HA#}-j3O_eeVUlsYpDPKs2&CH0V7q2`NY8PjS9u|V|?-%@l zBxCXpF3D2Ed=92dm&PQ~$y4CaM6M=K7QiHn6f-GGd*AVLpxwbjjmFLqUVR8sc$Jz& zd1(=caX%k-T2)h%I}{4dDEoW(~P0 zmhWD5$*rDIA(x+_14a(@B`p4EY{?Z3rrHn@al0Yg!FIMu3G< z(|*5?@F+Ueese3GF+_Mk?emTj4d!>v_j*<)_oR;qNaoiwZgGKgRS(4G;PMTz7yZt@ z3((~6ocXEQ4L0ngB#yx?WC~01A|(IN(Fe|ARZRLOQs}5Vo75~|>O_%i{Y4rZDUMTW&iU+%vAM}?pQWGUj#)S z56~_dZw1cQ=e!#_snn}&Tn}sE_TY&T5m%s&b}%ECZPs7zXV$W7X@6P9FCJn5rTMHE#|shel+J=Y{( z46?O3#z5$6>qyaJ?24oeL%hgA;1vCY8np0{ogQpB@s&Pcq(||VM3HG)@bF>bEGYqC z@824PzR=FGV%;EFiUffpRWh9Yu|>|m{(EeKKp|hEgz1LaW`-J{$6OPA)l%82GU4lW zbmrX=`v1zG3%v{q|1U zBaBrW887&8n+EuN2@8*7@o|>O{&&c31uk1kRyg7y(l=U-_}QGv<9Kzu14XtW0ojd7yywhk(_mB^U9>_l*6qcqY)MO`O+ zVd4iX=BRT49PcaSK*7H}uCG0%3Igl4AY)&)?hsBuRFKS?u#~+P$3#QzT146;4{jBNKE;bQ|E`iF?*5x&8OshKVG9<@w9I5Abi@41Z zhu7U$B40YKUnxr~3E?NH&O`g+pPi*|cFu~a>lmY(BvHt6r3!Nn4`GHKevRpq9PvY)6T2mGulT()p6{NV_^(>kzFIx2 zp;sdH45(HD#h@74ku6}&p?oByuKj9x?$XZ7T~udJ69aNeAqGlQz7l=X4@QpIm&jBo zaz8CXm2+pM%tAJOJ9;#9JI3SE(l{psTNm)$QE$abY65= zo25b?gRWFwJX(kA(|+aBo2pszePR(>r(h$R1Ja}6RmSn`Qd&-<*v}_R8RDEX=x|3z zpn$09@^{MBu;UV7*6A?qJ0w?=1alTsgDio>>z~X)m}RGt$XR#QZkWaq#3$6wGw+%` z<3&>MwmAk06;|j*F|04{D|Hiu(-#)@)6Gwq!C}yESk#o{E^tpmj9nIA7MNZy{iW)I z39lOQG4v!K4C4|p?FU~waqWHRtX2GlXRFy|m+L}0 zuM;IDzDO(?R*5u@F85aZ1Ible9NIP6&RtLRo}vMdl1?+lB1q2)N+$RlWDOf?Pq;R1 z7>yyF!5{V@6lTCIG{?g9DZ`=|`8Qn^lCV|aK38O-kJl~d1cdjja9zpV2=^9m8 z+^v`24Aka#;Z)IGUgJZGGhMQ%0cn*gx;DbQLo&W8cka8bfw%xoJy&fmDwhRi%2LacFV=GAGCQQ5{ zhBh)of*;8p?bPX30dKYHXpJNCohxE(C)!5i$2&cU&f9_p+=pEDFDs0q*ldC>6Wm#| zw~Z!UGwT@nyxbQXyVYo~VT;WRV~f7o+h!r~e%y|NY2G34|3uBc4#<$iu~V zc7CMS>Xr-sX~744-7q9-*i(S7WZJVP3JzNSyIW9X2W6<~sgHDn{o9kAz9M57baOE7c2_FnZ%{UMvpM@ znU1egUPlt>!9SMk>cM}u?AI!mje>D4HW5)Y_EE1D8iFSY$whA8sZ04xQ?B`Xk&Ksy zG`G;N-&z`+MII^OZkx#y4b{OYiWEjxX;t1oN=#j4t?jMax|_+8@mK#`ZvG+SOibaW z@@xjGN8#x<^r4}9`49@jhVY+$D*jsO?_wen!kUuSyjxMjSL3&Z(rEiMMJQ)_AEd&gd7D!^FXMMM^iwP@j>e4~!xD z{siTS6i^~+bcc^?7^64Z|33Dv?U)E21EN1_TIK_qmlgm*W5vN4=tds# zCKHU1^HNmuKsK%DqW42{IWEF-!if}XJx5$Jd;(i{Fn%!qK}1>BfUQ=^2t}hRjsW$V5=;KwC3V_7CS9)1kXD7$B8UjUIy+Lw6nbSQ$lXNnxsnZwJsv3U~D<(^92qE4T>C4*l;C@6ce-Z|;bi3kfa|}`XFrE-V zm~ZS9=3i&nz4ofY*|F$F!Ko(DpvM4RN${zNKY6s*E2gc0gyIVOBPU)7Z*FHIS5P?O z${PCALgvwU^3=jyRnGxQWC7|<3u3A-H~EWoACr6%>S;?7A=i|H?AW&zd7DO&B`Nro zWZ~GoZ~fsn579>;zf0W#G7-$wS=SqQOz;i0>XzrkNYo)b^^E!RE6&Rr2kWiZtyBx? z_mV!r0(P$H4B9hpcPQ{07~qhT6A2)UZOLB zuF{PsNW?+wiyw3=sy|JROdy8ews-KfE=8LRr7%`OSGcct>y|xZP2Nc>Cg3HS-oH^0 z+y0$Vk$AHlaGGmxG(>2bmzbCHjT#t(SynKLt~)7=_i_<{${hccs6uk33=l)to_vi} z=01^2_v~B@d#A$1LCsQAyr(O>=6*%0#wQUUO>Uis=~sdJ+CPxw*bXB=*=oxAw+-x8 zr05syDr0nBKlVht<}gPgjC(&eFQOb?t@+HF;T2Jr3&9IO4WClCK2q3YYZ#px3h$0X^v=(L}tyBx;0Xb)MFIrHivw$kF^; z+1N}57&gn=r03DU|j!D^zyKR(`xblK7JXn=Kp-pGg31-ek4>u)&!Tf94=oZ>Y}1NJ9x zMv|+J4ON>yFQRWjLFAzu_O0X`*#|tmzJ7(O^KopQ%}=vATYx_ zu=oJya8#r`&iRs5M^S-2=+Lh>C>}DzR2p3jP@E=n5o%7kc5|Ua?8%$4pP2{XRPaGl zg|<3=VdKSVS}A3&d?J_R4EePkrQ9PqJ~<856@}qf|i2colD@<0&eGC;_Ze7 z#$V&+wT2;}Sd~bT(Ux0neS55Hn0*MyqeZ=FU)Ah+oh64@RwS?J-l>HIF?Wl9GGaQ3 z?ew^X#QS-f200Bfv`azKPq|R{hFJIpU*71242Kyo^5T~_6djB8PGUupr0Nf%uQJZ) zw;q}e&Uj6h=S?A=qdv;!jH}@kJ6Pib6DchKiGQ%1`DVZ3NhUAsQ0H0PL-!9iL?!7? zbH&>RU5QX8{X>C~_FjtGhD*M%$jY44IJ?A~Jm0Vr{82$yM2dC8_S@Y{_d8@5AKX+Q zv1ESX|KYf4w(ZVF&blvG>kHr_6Z8$kS2e1B99JwOf*s6 zJp+dcO5F8DSgzQFD2mu@(s^q*{5P;^1N)bei~cOo^z~&|WyVZ!vU-}}svvnwH=vYi zol{q zyQbeNQmu_*mR^E{Hnrg!UTalY!26*e-|u)qpfGz?Xs}FfE4DP10OW7=_+6A&h4j0Uuu` zI0ZG>Il>$pXw3i3f0kK~{(RL@TtffV^!7RTgqO}%pv6n{KiGTg*hrqGUDM3W%*@Qp z%*@QpOk-vmGc$WkW9BxFnQ_d_%=Y?s&bhmvw4ZkG{<&ATyDOB+j_hic^i)K?%F1}G z%0gu=3UgW*FNdx4@TeH01~D$cK<~$*Zp!&%JsJ|0wA*r=_-^(tfQwbX{#dliV;xt|nO3rb^Mq~{eA z!iT4nHdk_F2%&0?y~aQXeSbCo4~6r=5=sd2Rrnt(o0qXN2_)mN_J_Cc4JG2%P-dgo zHQ&RFI{ejTQU2aww_9mEkJF8iz{B}L(z7Cqya3+JhBbuSj4va?k{I>9edD-9lyVX+4m`y;RVJx_6gW9*Ty3Z9uKi$3@mGCpa3kvgsk^}? zNK4cZ6jkGx_Fi)~aVm`ZJ#vxGCV>z{z9p8WmxZZSP&(+V86INB@DYo0~a>hxYRpL}PDNMCzg((fw}-d{~^W`t71Q)f?x^ zx-tdpbo_!uDswyVnh$~LpzI{qfbbyfyGmk>e9a9KiTl+rHxwbn>FiMX7;GeS0HNl{ zkM~XqF%|BxYrv!<|4-q1q|0iJ`OFDrN=maifLzTem>D#!==!gZMbTDw0@hz|l`It) z9=yWbcPTx$(HLN5JDq&(rSLTl)R_yT57$X|Rtz!|f`;=Ri-`o*sYAFm!>NRN0w+hx zHDQkawE8oRZl2Od4&mt=ROTu5MC6O}XsCH+`|uh@!cPix(y=)!jsWqZVI!wT?`~x|Blqt)Ftu0gRM`cdhD( zi6OquSa~T}onm0RL9?Y2k7&jslh6zP(7O1`Mwi_ZJ9%16g~98Qi({Jo`m zgVxMfbOxbmXss1lb~5_Z-Ir1hE3Yizb-kVKq26^)3UV<)#gvtEF8Hy6KQHH&awUJa zA`lak>>mObZf(d1Ic~Uk3o1GMuFe@Op7ranQ*uig!8Lq=N0gNsA*$Uy!9RLh*z|_C zfIT`;0-|UW&H25`n&#EBFxY`GQcZs2G-njs(L5cKr}_^ZO)A0vmeqgMVlsdA%EFSj zo$Imr%;HTF>>D4*I~?JLO=@&Il_;Q4Xt+O^_aiN*F%OsW!aDxiTZaVosQoLW%1H&? zqcbrF;2g>JE8A&>Yu+MhV5L5 z21 z%F{>bQb2EN!7pDzwhygOuJmuB6`<%;&bJTOyW$D3-7T24bsWz*4AengVbR7|5QI!O z`!8d_0B%d^7RZpDgKrV^N`|}MK%PFv)Pit|a<#x{>SUTzhoXpuYF0+x_s~17>$CF+N0X{w0StBa*J`ri*Sk2iWj*v( zvxx}$(^6IMyy8jVWX4Nb&h@d4R3!rW2WSp~6mF?&FnTVc;z0TlSBcYn2D!!j9(gXE zp=raAv~}^Uc|%hz;MQt@?eKsRXnlBvZd`L zeu6pc-QQ5x%b|yE$AuE#-J{W@UNA5lQqJF*zQH1fb^5dNfcWu4rx*_6$Onx}ImbYJHM>~mmke$;1h*+9(^i;~3)Hm^ZOzhz=#cJM%C+fPZ;N@Ar> zy$?qCOo9}b$jzusCUFxkU~Aj9Chvvrd0JbIHh^(R^=_|?z(}jPvuN$85a!bv!85!M zc-uk#;gm;GGn{$Ap6g2O)14bHLZi2s5;$Otsi>ASucTnhkaR8lRkDhz==;)=2NZu4 z3Sz{=W`v@WET*xiHh?C=h_!TuJrG2Co9)nb+o(4FyeQeY*~WEM?U~klq%86yFEAV3 zO=5r9!zV{ATFEZs;fSzm%is=?xAbNaoPQ$xqbp8gi$k1>aNkwuk{(Z*T1X)A`uj0P z9;hiyF_yG&okX^^)U)Xy8f(^mP}v$ezFVn^qpU`}f(lA}uI9sbxZd8JpQ3?_ExCUL z9yr1hGI3KJ05FfvZT#}Fn(+W%!#rrbmsU;znOiZEz+G!4A})f6)rB?k%SI^qt-vTFBL*86=ZWJ>^6Ve_Q$T z`13t+8%gT)NtSdY)6<7gc#6I}3VB1VRZlt%^%xPa_LM!RzgDuSdGFWZGY4& z%v(<37v-)rx@3#uLg2Ac8%3>u7dMVdL4kFCk15L3PT*}EFdliAEsmW3*4k;*ql|vx zoJK~QD!tUBn%xCphOE-{>+FLq8G<_$1Z%q7s!=gUFEQlh7kaM!Wr>u1Y|8I)_4Quc zs{vmv{e9Lfu_mW15fc*8!KG~2I-`!u+ZE~N!6i!5(c_}n;xVa|Rf^eHedBu_V?~lG zWfNY`kJouK1culqC|9Fa5|NZ+CfaF>u~@mkb5uz5b-p;~6FRbu^ljCBZ^J?( z-|5y7zhJ~tBzmdg`RM@HJ+Ky;&2*xC)3g-`4n{MTH2ezc=&-Z_zj->=a(m;pEVhF@xawkxQ4^rMFHEe} zF>!41%UqL%^NttYMW_3OepbKC5zu4~HcmYF@cp#_RvYCvSEkhh2#vEKnC__!4l53> zXblLtSl#_qw$a(&Jcr2k^*MA_VSu-T_2R~7SA!}hN zQKjblG;bQ>NX$)K=MJE2@l0ih*mtJRa)BB+O!!LaO0qY+{ug@HL7HR*K_d> z3c$Vl*sCF&k;rTJ=F%&=+P)PAYI7oOqLX?pKV~dSd~MJ={sGaa(*4{64=}@HNQv5Q zonNpc4E@rCJUcbz-ypK@^@yq8IHP`E{P8jm<)-*L zm3vM65+z#f4Pb5aTLTeL6fCiL6wj>OvK1bf=7eKh6WIJ>q8>;Eg9B zlIkyA5|aONs&`t8M-F}S{bN!c%61JPZf;e1{=IPtQ-1m@`@6Cnu8X{!s0L$L9XIGm zRp*^Ao9CpjtWRdD7Uc&K&7tx@=yOQ6Ja;#hal%9f!5xG>a`XIXUKWqVwWAgq?c8eMypxi_hrw^p=57%C_L>XQEKTZb}+Ou}z!6O9?_+~*HxWcmQA#1G=nE8IFBsn!u*V--0mPj zCKbW#O99EJCmmjt0_N4pGpOo^V?$sTbRYl5k^ZHG3pmN>Vi1c0IT}VNxLhD%I5-)) zOwV-K+jWK}uO{nGBJ@LQl67EQ{gviQ^It0HR%L?fgWG5o7@NSBLM+(ad_>I_P1sk4s+$z3J zm-JNNC7j_xoD|AzuXX16=!hrvRG)maIDY3a+mdRuUgm&c{ws&h>c9a_Cwx-F;XV}Y(v+g zP^}wFBNE8HYfM%AxO&vVTnseBX@AN;fv9&0_tmrZi~|%JpUF+q-LY;Y;Y}v+V=}c3 zAy%W#carx$-r+cDUv?0{n=gc(eSV*}G~IGbaZbl#;49 zg1$Op?{m(n7vw$V03yY;7$9{vMOv*0_XBGi==Wd*Ye}NgmSmRx`ZJ|n)wi(#%l{fM_WqeMmC&eQM|iAt?Cox3p0`Q54R8)6Qmu~ZD5QEV zU^`v6@iPekleYWhhzrsL$;byWAV!1ol# zZRbMNHZI;od0dLr??tH+KJ?m{2<|W#6hCgIW{Gxx!JVp|v%yiqUK9MqSEbBXQ!Bt6 zt{yg!9bvs@|0sy<4{an$Ge+?b`tTB<#P8XRN_{Rmd2v(>!`jIL#qwSj8?vq-{FiG*#L($FnyILC{k^va57VdO6Z zJ|Q-c427T+1s`R-0X&GW#CQ3(mYVc@&v6Cp5=R_g{0$1~`s0olQG?E(olhOT0D>#b zth}G)jpYbDNlt(e_Le8?4?wLh*A&?Pkh*)I^|1BOxe&9GH9GA1dv(@`N<3$B+oR7-7uPKQ@B`mDf6NK2XHv+=VqVc}>yn;S6?5GfwELpW#zCII`UfN|Ps z{LK`sX*0!$=kJ4nQ9-H%oGn)3KYbJ5Ta+X1$k}&E`Z5T+YDPFk8Yo#EI@AhjIZW|= zVa=51!#nTJn9n+@hV>q6#ilw!uXRlt9?1-?xNZt7+G|AOs+oYXG+LCzVMP0)XL54( zAlSN=ikwwb&%dkpGh~Ksu-T$PK2)%SVOvBHw)1BX7}D9Z^iWO=naylfe*0C{HO zZm_y?Q?GM@NOsbeBDvP^k($gi0IzxJ&Fyi>4MOgHV?pyVW%xQ4~3LH9C!(xEj!ti@zFM**&sf# zVxdIS(l=erctWhI4%_2+O>Sj>A^LMlM>{Y^5A06`-U-@U)KZ+9?Ae22s+(mR(m-;v zs4owSgE7Szwn)Cl#WM`_ptIWH(gE2QBWsobCgBi%6pwU!NWA|Zhzvg`h9L}Hr|46< zzb$m;}Y52v@yI`C-jjc}$Eoda#a!j?`u81riSK`+->SWKAnY`G`5H53V zG*Ps(M_Y&`Az*r>_(@i3WaqHkjq&6_n0HD<`c}UX5I)JzZLR|#K>hfn#yaMJfS_&J z4nS6!o!j>(^;LvuPwZ3RGKrER%qBJ{dz-f$GtdWAaluKO6~r8zkSQ9`a9FDw{p>+w z#Dg2JImWp+bT&+TcN;c|bFB%CS^0&p zP&LyMkP7)_0I$X#TQ&+vaN$BC9x|>!nX~;0Wq@)gG8>zfUaUs-Ly|R9G@uUvP#z9B zo<%4;V#HboG^?DR^i&3`%ug)&zK#>xmzzk!tLYuK{iW^if71KgxzHVMA-PCfq&BzT z3T%|UShfr{tfqeTA$y7edHt*9bK9I%BkF0oXS$bzX$-gl`-3Jgb$2s!TE5nXv-5Id zMUaa@oEY5$mA`XM51>UiNa|gQtu$hqLp9VF8;($m07&;z{_^o|;bG0bTNB|6sl1{( z7W@mxmucXun5=294B%~JHL>P;u;z}gQ|eV>sH+A+h|Vr&)O1o8u21k&1ym>bUne%{ z<^|m+wnoDG>L(4+yRzu}yErFfSYEPdRpBwt|B&^s6(Bx@F)ly@X|0h*G~EJrpo9py!ebv^PEXFBef}Z*hMSf4aqS%~n*MG}^|aN>sP(g~>!)abQ}8m1`T7B;F2vWQG%T_y zCRq7Isz3_mTe$N^KCZ(bhLKAtcILgUocnEpF(Y~jwZBdA@u?*G3E>Lf1Z7sqyZ!=B zjN}i8%iWYq`>CJ1Q@&lDfvRVi-aYzLiCFB(MZ>#aP4)NLJ<@qqt_2C&t6kn`&8*Z* z>fq*%vGN7j$a9T2ghFdmP)Mu;W(ghx>S+3wTc&aP&HG+KFIB4QYpT|I$6&1zEMO;&zyycmagF3ZsnvYRioZA! zuDTY5xQXJI*Ldu(&^aCuEr`=8U!=dLE5v`%m$AasL}pIH{|zLzH4dhjg;ZNKsq`aO zh}^hNpyH}lZ_j}X0s?7vtNvB1h1D7*jfCXARK7xLZX2Ze1FE*TmCrwU>!0Uvv&OoY zaP+L-A^+$+XZ7F zi;hqTZnFv&)>pI%a#$bY3SXDS{#mGP`^SsX)|RT-bBSargIPZWOev$bH5}KwpOrmb zOhbTK2r>@eaX+1+u^21B>z&hEfGS7V)nhfwG`epC2{-$6v%NA5Ytu;K(-Ixp2XGgH z)hehFTOZ|g$44HvbPL)LVY`@Ijt!8W&9~{1*U@Zy=3=f{MDhu6b5r*}5J4W!#H|Xm zYqRnMQ$QNHiE0ep!`7F1s9hKi@czA&zItcHx0|r{tcuN!1a~v+mzDb#pp7c9jSggZ z_DWXbDNAHdCA`(_uB+)ln03Bu<^p8B+i#; z*giPh$G>tJt8-~yE9tC#-e32cB<=8ne1-NH7Pc8jAgwwg=Fl%X)LlPPk-@A-hC6Z+8n_Jk^vS zC3^i`9xCle=8_=+ABo-x!dFi<9UJy{=D47wb}2B}TqzV>f3XpPAw>p2*AMg9fRu(h$>H_H(h}9w_TCFSP~0Pp}3@=r_C7& zj2HrmjPiCgqL~v;Lb`_7;ciH{;-P=1+FzerXqn5oyiFmw;L$Sk-ex2-C1dW_fTCWW z7#d?>ba4a`hCMVk&j;P$m{vZCTC%o|Ggeb^K$2}I$A%5yC-t~@Fw+jWWMc*TeW z%!59SAT1&!2sYXa*NoGPWCgVh+dpv+DW2@4m zyf=BXO)|WQ^@)fRouMV9CiOxW>GYjsM9H1THhR2;IbFmCC;S8*o`(SNoLqFBT)b~k zWo>2y|tp}TNTGb9m(!O&bT zyl=CNC%~9|mB9!1m8-x3x2X>$&)*eOFl0Tlc}T=MC4_IjK)dS~-n(2!n-R?od&W+U zxf>hS=GbgtP-%T#DCC!LQElBJaLJUu*g!gP(M8OLz(*zU(!G`{MJ3>%=Kob+`e?R@ zzX`T4Gyj2EG+b(>Mr8jJI-XPwO_4pz2^?i8{>MEYLAxe+>9em256NiTl>5G=6{K0o zmX=P%sRX`n)*UxJ@WNl?%2FrfzGehMsk&~R$(F5g#dhxK%?oSzG$`27lIqy6ouJ&O zL_sSFiZ%?x>&)FnOg7Y}OdbFB<{`U~gqYsSrAL<*%!)ke&`3^ft|8ZEc&D5ok3oj# z*1y7kaplOvMcyMB15*QY`f{igz_t=|SzZb8b%j|IlRxR>ojU>vvgT&HRO*ZlLfMCC z!e~MgQ*Y4IHD#FrJ+C=))6Vw1g6Ej=v~lIZZN7qQbc2%g_ClU|D-1#(o)9TYrR3Kt zQ7F_<`L2#SZ#Y9!G0ebRDJ(oBBUV_Zz6Kd&l3YJHrC4_Xd*`T(K}IU)qGNB`5mJ=bczfBg=iQJt=4pru?anXi@S~eHK%iWB6zE zp*M|EHl0m>r9lS6Ky-kaRbJWSWD3!A{FV}SG|Hi@L<_7C4JUV7h>0-+R)Ct4K{b(5 zqBM6t?x-;_`7GrwQMb+Zd!272jle?SsKH{Nmfrh@CgG7yC*e9v%_nZEj0XwAe|>m>N^h zCFOzi#$!f1lhFkG%JVFi=2QKWRjgC~MqR!iNL7ln?6nemxC)ZO1h*wV3iYxzkT3DI@ zOMf5GIOlxK^a!}kzs>h)M4!Sr+qNND!q{i9$i*92Pt9-36>Shm(@SRL|nKdl%Ykg`F?Yj66YfAhcc9nsehKt9t= zhA7>4fGxsj+xs*u2I?GR|F9fclo?SXvR!ws5+!>MRE#O@1O0{9PNIn$Z{WYijq0Q? zf23T+I!9pKn5}gq?`>nv`?ag-0?u z4;PZ?el18h!1m`sSf8dc7t%g=i<5p-#5`TgPD)nv-)_tiwgs&#V}+YirH6=Q=+gX( zuo~oU%10nd@pR(tqs5;7zCAs85huOyV)wejf{!YHiD?y#+CRhes*Fz0wrX?Y5l%H&WeX@#opzcNvk(ibUJ4gf!DYAEDId1z7!&bP0r_CqWkZgfZKbQ9+-1l_|Y@M)i zwfJ2pqpjFjcpqAgd%5!^b@4};;ffp$bMb1$73<%Ogn1`-SbSPe23BJ=*Iz#mCmHQ8)2f`op*^Um|MEt$7rA1`4jv7jJbv+_G~0uULq^FS&iu=XsrE zXT!MKil^fws`iGOB}Gl7uDu{r?%jcWo}9*%se8}+u$t3 zeB{=}F=V%<={}B91{Y>|U;_nGBCoPoO`ub|;-IxlqUUuVD2U(kD1E(mC2WHpDt-62 zj9I4KFbs50WtqaKjwSHzv1yRhT+$A837R$`qZy&tJQU6%hEnqa^}~!K|B_OL5#U!x z>9c-Wbp5DKU}1kA5tu4Mg8T4tr_ZiIj+>=3=9vT-&KLRqwFSHlZbq;9by^?t1JMz{ zLln9}YhrFWVQ3a>kzi+~$zb5Hu@e;S1A&VDE&WTr6#Z8pQgnG`Pkdgvec9JB{SB<1 z-=4F?FRE=_Pn|Qbrlp=C?C15nyg|dGf{!_!rygs7X#5)Up?zZj{RHloB+>uVTN45zz^dHm30b)(n%IC%*m1>$m<9CJr<-ss%mZ5O`RoO5yQ;X4Z zbgOaJao=4bRcIUhKc@i+P2!qudq=-Lgyr%G7{|=nDL7kB_E*C~!*5g5pGZ|tn?|y$ zu9l@c4|Juz5Ng$yXxxiBwrAT2=H|gbmu^(aZI=#BE>T*cK$(j6BnI)Kr=k)ocb~Fc zt33pG!+h-XvgQ(^uW9V#a;kSf)S`HyL|pGQwx@wMqsYa zNVqMZ4br%HWa$u7)?XUr>do3DE`vkswYG^Dz{oHhbDt77XT@WMdNgWqYxp7h-j+B91Rj>*C7DK~jZ#uu(ztr3B$1Vi8 zP4q#GYM)x4Q`x+*@6_@Wqzb4k+?tGu%QQ;Ncj{WO@mPxe%7w#zEvZ(>qJ)vVpIr4< zBjhV1UkViKpqU34EU~3(NL)xCF7w2D-64WiI-0k=6Mq5_`#eMYpj)6OSZNE1G4m3y z?2>)W%>yGbc8#LPIui>1^4xjX1^vd9G#ADupW)X+qi8$4FBWw~wWQv=s64!}G6j`L zafz`!)*sMYsDaa3*?lPR^Hnfj{FU~XgGz%~(@wy6W|HG!M-cpjBv^y{O*69i-&by(LbV>CYK zI5B}n48R&IQ{s*_PyDeRwz*RQ#wuEoOkn`h)D*K0Jeue^ zn7|{GG61c(L;_BrvLUmmz!AG{fY8@~i(OZ-vuB`+KtHMDtQRlVi~QF>rIC><+p=D| zg?ou3*?)haUU+il0F*^%4!zFU^}whGy`}lr(9*0Q69fV>sP&?5wv>_$m1){Q(^*MV6A-#o6PO3IL%}buXM|3ceIA zPzV=z?F&job7b5{mm+~^L3#s?<9>1K)5}>?&O?>3FVfEK5T1x??YElwOyfx1=en-E z2N9gG=DEpteM#5rJH)befb;UNwJlV3qJn#w*7sjr6E%I-F2)h=Dpn4rb1X-<=VJ~m z5QS(&Hf#b|LaYQ+`FsF3iKvS^=vLFk2Y2!#~N_kj{%J(w3%@ITRu086{I28tW0q^zVe*U{yi7jx-Y=AQ*I)8eVVEpZ<1Ze5P5z~q`W z7>$THrVm(`wkbJXa?0m}EvZ0QJDV~sknh>79jHb{{4l(WCX zcD=5fA5*&}^GrTAIjNq@JHd(*I#m{aU@HF73=nm(;Ru$jYCBVu{7dE(a#y~8#!+yU zlIlLgIC$Y=#aJRtQWMXa1v{Y@uY5sblfKsh2huHPMwymez7Z(IVcsWRQB@zFAC#ZD zxhVL#CgWV0rx+5>sVn&S;b=&*+#ECyo_j%ZGlP$Gz^ZK#uMM7B|QA2I=E zIV7*a?`mH6MzivB3P!VRhI0hsK1)lZaRpy1jtF`CU3)~2N@^!G+8Gg3Mish`y$E;E z+LTeTceM3nSlj&5UnX0G?mvg0GjFuShmuHaQp5Y+lp%dMyrOm_No&I1Dm^=CL2146 zI>EDjx=)f2;$`xh9oeG%Ndxn2@#}-);64`Z<1rBcpF>>`u_c<n+fA1A9O8KAIiu zmoz0SgL~!mKoj`yCc>#Y2851`i%c{Ey`6*_Ls@UL1ceuwL|R}b*8{4)eh-B{K&IVb zNVg@2Q{4j~#&X$yJ<5IUen8r>eRd#svUW^#-(=ZBofw9qls0FRZ4*UXO2^tF)6u1U zmMtj|4uu@0gGD_vaH$F0IHNfegzBHd;XP){rFS9dU5wFj5fSHW(U=C>;7Efg$iJ2929&CnC70SCv z#GAH=5V9GoX7m=aaz>V01c=?L_tUb{_#lg};@1G>1;$DhMpL*7dXik!YY`-Q(U;pp_SpU% zmbN=(%88tT=DTRI{;1y0P%IM`VzW0V*1XzRO=MoQWDWW z2E#H-;93C(n(&Z!I+-I0<&E58qNlx}`v86@75$jz-{l11MpzuL?npj1qE_d!%U!JN z){Dcsv78BO*CvrX>lIF>r449|j_pcK&PgkbYDUN@AY&N;qEo29a0_!AXn*O6^-s$F zel`&ybmXLpUp(+GpbblU$;dnEO~0Ud*Xq>|f~m$QlR@EejxoQ*gX<$#ie=(a-#z0$qV65^T2MyI=z%2>cg;d2x#?{0bbBEX& z*K9`Bszp7?Nsw1q7onnwt|Tl)s;W5&3t39|GS+I>(5bJ8+gFyFQd#>8SKD)3jfU~Q z2yi-wL4jkgMiHYEysDQivTSN7A4JCPn<;~(6Mx-loM{-dSsnkn{QHJaZ;`}VhyR+F zk8Oj=v^3)77MZ)rYpvx{4Jdk)%Mt%q;eMQR4zw$Ytm!AtfOsKZ0Cw~qVfjTRtT*fh9Ya;) zrI{=Jge9e87&%{e8bGLes_`pGz4Wsycd}JxR5rq>B7uiaK<5%00|@PoB#|KA;YY4{ zFYW2h3IgEe+jH{cAxv@Qr*P6Y$yyKb>Qumvt9b!^4sPXc!A+m_h zy4LOt1&s0{?TTzP7zYax`&ZAK#jrH)fsq&Qo5kT|Q+LnHV{_ih@2w7LxBA5<-lye4 z=ak#GL$r+zHGfzBj?3G@_NA7+%NJpOc>g93On2S7D)rXh4e#43TZHAMxSD$DFyBp2 zLbQA3R>sR^0DH=y^V^8kS40@Zn|UC&*U~cBLGh`on(~?=XU>!VQ^7>{(i&u%zV4%> zoC`u(k%YXYf9LmxS|rl;#7sOYm=(>YD*`hfhn(^C#N{q9;ZTO10}R$$x(kW*4i@*N^y7c6a6Gz*yUBY0tM_ z`mM1!thm)PWY~5q-E|m%)!7POU`wxFN?gvlx?co};2*>oIV9SNz+|8VV+DtTCLxAG zU;)?iKL$_iwH*o_f>5qdqF@!ybvs zcXfcb<3=EK@Ar>Vb?E}CTajL1Lp~yL&=M8qB9EtdTWx{jz^Nk?{;~5a9RhoHYbyWL z@T#Sndm#9pr20h&${6aoLs!B($phCGWfAMG(!P96MOq)%x@0W z7~8{rme4<~E%?3o@+_f{(((iPpz#x|>8M7KT;NPGa+*igYD(KO+Bc_ZD$+&UQmnmZ ze#UlCKzG7q$a2DJ=m<;8k0Sm#)H z?Fw2@0|NOX!k!h`U-TQ)Qnpe;P9wjz)i!9u5z$BXpfKYpR!Jv()#)kGa;3N;Z+5%{ z_p{HKp6~K|7~HD%__jPRKS1416-SF=di3^|QL0CHo?-W0R=xwJgV}$u`fmM$Bs<&x zLTrY9BErHy{`qvduBnF}ms~8bC~D4k;JSLd6wdUmZ9$~#{C%E~v5zMw9+wsW>hV^G zFP6L}Vq_$;c$pnjbKJ`9Bb(S2z-zeSym;|yB%nEO+3Vc{=U8&fkRgCji~G1)-SJT} zc~x6qKHo1KG1qTWsMC5!-VG_pAz5B#nDCDpH)&p2lP2GMFL8WTAPGYIte(itdtCJ-IpbI{BY=gHs+ zNE9ZOsv1-#7p7Z0;FJ*MBH1B!K7>PbEc9|UBRXp+3%dS_{))^U=5XBdQOiBG$*V~s zi037#`EVy@&|xheI@Ik*r!eG)SS}2I_lX-AE@Qi3)hYR4)_7FGqYa!D7d(N}kT;a_ zeJ^0WhLj3xk}2_xU*RE6GI;WjO}5B(YBUzWG4-I8Je*&LL%RdDn z44|$Cw52?=+_9WcC$a8IT@^@V#{E^=j;1lk$ zL@25_^@=)f{sC<mt`*ULE}GsmKQFE`~S`uik{Axjh<%y z^(=>XgWX;89D6huJ$-CDWcmEf=x*e6#%A=tLHtJ5;+s*wrd`%W%>2Tw?{4kL>0{l< z>FsYApTnNv_`{y%+P}RR0hYTl(}3w`Ga@=l_KBVLV&%=x4G>!sif$o1Ybn{ z>aT3mgd?PhA3 zvStgTfJq%3Nfz<>_K=Oec2Na6bN4(skqwzqO_(svx{grqfU#-wu&*#^ZnshM-p&u9 zsku0#hfpWD#k<_$vBtkyIpS=Ux2dh4o^3Pld4#L@_kQwot|RJ!ztYK3|4Uk!(EVdK zU|NrLolv6q17GXM`&{l*-u*?-t?&bT1=UG9uHxp*7PV`2%VV(nR@xx2X--JHl=7YQ zM%~%E@_mJ71*}}fS{?VF=*!9ex8VJwr}W@G+Fk*+wAhYX9XO`ke9)gj)t?X zg$GURfU_4DzDs;FD*PIaDtBJP+3CPuelGSek72~AKX0>@iA&+`?4oB1Bldg4_Fsn~ zrAxFeHD~JEuaCX_q}27DQJs%^`fs`w#eV2?@X7L0z^Wujq=`;Mx4|<&qy;S_0*T&u z%Xp)HM8Kq_<2=BmkfhVdOw?H99cp@mdq %FZ(2!&%`*!#J@xv02yzrft^Ie$4WV z@2l}9L5^{3_E4CxMzN)XEWq(lnpnz=k*2enBY5>esKXds2ODTydt5iJQ?z^s{ICq}=--~*`@lb)cold*n4-3hlwzHL?0XM~{h zX+86`h!-Y{=%!VQciC81Vj8UBQ#lVK$JyU>zUMs5 z^QL|`d|a0Dl^D(xnS7^SRd<^{L!WC{!wz%Y%e;oU&tj?4-6c~0@WA_XoHq^8eTT_d z4Zrx{e^GdBK4jUIuHh$PNGmX?NGpIU={J0?;TIl2DdiwfI=MUI{ZpsYTy44Sh5F#}nw-^i_Ei zuifh=5?#8@=RT+6(M>MfU$DD~26xlt-paH3x%Z{J1FsF6G6(vh$M)1g!VxTfhB}&6a0zpxaznQUxYv;WPZAXNFYe$ks7Hm$+%Uvg^%<% zf)wwj!o;$}_s6nheZN`xhMnfoUQDv8UYhWSfVOa~*N_-6`mkgp%t7#w>zIlRkVcB? zJy6)?0qv2vOG-!zQN?2c9`qq` z;b)RFMr{Gf+XEf%dh@O|0?TTaABcgw3x=lKVb=_Lq4y=)5x|_YvCN7z(>Mg?`z<$1 zK6Y4xXLM$8_SyifhbHhnb|!E8(HJ`8*jMfG3@+?xMEFcEVgE7MrXWV`eypsfWM;l` znqjs4Lr&(uQ8gBDx!(!wET`oM^E3B%)g`L$#{GVcV4>bpzR_dOLpk6(wY|}{gqh?% zle>v^UBXso_!pcwuXZbzG1}iT61(;p5A-|4A?MHjiJtaitbLB{`Nl3^<6jx>YVE%% zRG<|w_4wwMlU6|0{|5W@yE`}R+w(hA1`rGUFpQj@QH`8V{q}kk@uTQ@mV1v?gcxv{ zGx`Tgy0GVjr(Z~4l@x)rX*Rc>DoXe_ggMc^L)V47UU)kLvt+)Z-t|=np+%_Bkjw$N zgqD7;*ph+o^SxmT?m0*LR{{ZoBRi3F9ml=wA5;xK6+e3Ks+REo8!$QlmjN^7e}nnI z!TkRrm|6Wx9RCfNT>l-I|E|hPMD#x=0sTLwvYaX)$i)9iWjCuJlaFq)GdU5NGzAIr zEq`AaZqjuuo{r_d{h4XgesT4MsjI8%X~)y&{QK`zcB^uv&@pebqVA7;%gN(j9HnE& zp_BC{;5ARJt=0eO|4LAsdX|92ej@6Bx3 zG@bf|#yZX5vo*&55;6q~<8Re}u}N_dgUdw;#R?4sk3x!o#s)1Bya^pT>$wu$1%t(= z(wu?C;>Gew_LUf=9;-ORC;Tu6ml&e{UI>K~f^ExW!(?OO6}wYLeLKXaerL%W3Eaaz z*G#NO7sQ-~@CS^GM9)~Pn6L;*{8JJnTnJ9ZB+&D{#|8!sZEW4i}H&20dr zc}`}N73qr1SyM=qgCd#oajpY~3%{ID(C_p?)*t5n(q8ta$At8YqVZZ=2$7JV>cm;3fxh#4D0nNKaLO?S=s z1li1X!5_#OCqR14z)h{DWQMP)s@;U}IunVWEa$6n1yBa&)1hW>m9w zvoojCW98)dJ~;K5n3&xDF;4#&J!aN_^)OR2s=Axln47wN4-oyS{w>wk3r>n#83aroyuvww`^KgN`rQP$ks)6vDu zmFoN7{_C99jt*kqk}?sM7!L~*3mY>tGdmMEJ2NXcEfX^(6BFgPpS+{l|C@`Ni?NfF zx!JcqZEWXi4#TLVCa%RG;cjPVV(j4X&!tkcvUVl<{`~ur(Gh8wySRRznuwKwnT?s9 zn}vg&m7axx<9}Ss?*ZmoL~_<1=0xBBiiOe4+=Eff+{D`0fttwH$=J=x)!dlK<3GQ_ z!NAJE_KyqoKa%)=L_3!Max+!)b}}boR5YZ`F}$=C6yh*_N4MKL|L<(Fx3eeS z##abyDD_T9U2q$19!Z|9_7g1(IVVjD=%_6+5JprGJ&<{l0ir{5ES3qWurQ{Y-O$QJX#BF~!Wm``h-_$fRfyio zQ|g&=oIPeRnQPc3s#q-PG%;v1Q@t`k8euFZ$U9AF56=l%QGo{Tt*OGa(eIu)N^(9P)Ud;< z(*dv=z53vTLHNNBctm_V!V%+SX_u^>8hwZ%oiypKyG!(X_SY3gr2B_d@>6o%F!FL( zpLF(&WT(gTd_e!gKk2PIyhQO5>Bfa*R6*Ex^Ys$v3<%sPQ8;n$LAoCKT5+{609CY7 z4t^am5fqx44C?lKD8lg;t5+CS6<_C7A!8gqxP612y_P@16)bwDB~_I-KR{WL6l%M5 z+}s4N+Fh5$WIB_JE7>u7U)95DrH4H5wcF4-oHA2dE|)_g9u6QBcX1wi5%gThhv>jF z9qI=b#?QhkkuKYS)CL^hd8{-fUu9@PaN^CfV?4HxLt8oqTe+Yx#THChDDP?HU|B-( zCD6yRil5BQa5FKcBH;eDRoxlQPrX|Dl~|X&CRlpcF6NgzTO+$hi862Xqx}dK((_?> zG$D?x`@tfd<9?2J+H1!3je%X!?AlK&uuQywoWogWeMgY($-Uln^x|0Ubq0$n#dptl zRl>#6a_1--{cXL2Vw-|*rEtercMx68ZdJdKWp}CmWZs6ZsaM3iHaVv)9lBe`4*aAj zM^j&g2$|qJa_6Y6ISOASOeLv4s!@oZzI9Yx;IXk5z!%8;26>mdM6aB!j`#=`-22?7 z(MMr>I>Rb5dx!Bt?R1u-mb}k6u&!w~dkgLDWFSZOFfdVp>(=q6-|=SOxRZ^Q$VZL0 ztGsSBXx%H9HQ>!)YK=Em=VP$v&&oGaiD^HDCV$dItrii6RjJ*A;(Ja63hDu{lGzoR zp4rwT{+^v?#t#0DzzcQb(}RmtBhiCOQEbrj3vnqnu@IZ>I$G<8u1o1AEsA4Q(0pUbp?4MkaIKy*Hu>ywmM^;p#FQ92&U>7-iOe-f2 z$=Sv`$3s&-a#YK=hDi_tF{o=8(|vp;71LGf`?mEOO=!jr$|_h3^j-tkTCU8?AolTj zLogP-aEP?vGU3Z_o@&`zn;b#$l*au|m9kx>AinitAdL$qH_S^WjM~+V=dEi8SypK* z1PsSwd=5_E7tmSYFb#!yEoUj(aB#QbB?(@O@lJ097Z$(8kiL8kIBLF|6&AdAHsp&< zb1a~F4mVq%py`~buxrQ*U7HCCl%5fP?nsL*lootrR6H5Ti53f&gH>kg&W_tdcjIe# z`^iMpDjegKht(ox>Go1clzVyY$9M}W$epa43Gp%-mb%HEY+=20a6gd^&9@Php-=jH zH*LZRTiBPEhmI7w4{wMGxZX6?tc+kQSJvL=kbZH_>T1`(G|8*9T-1n%WbIM#P_Byc z06aRL&1`?dAJ@x_ljJLoE>DAY|FZ4KMJi;(R=)uFHF~xco7|^W1&^W1Ib}{{@-)8w zNVd4%jAz^q^r1Qy)T3}Y&j_2({u1@9n6JE3=)e%CFIC*J%USHam<;hHwM@}u@0OH) za3>;0W2&7Or2}!;ovm|R+DxDSeqhkf=Kdn0!32@Gh_dRimJ)7&=W2P~v@BIKdxq*S z1ZtY`zWa(&Fm9^?&4{KqqRAWs`|?nweY{fE7R8FMshPe86?`+01)gBvP)rM}QFkL$ zXIS?78TG7Cw}ZnXQ8}-I;%&RwRFpTje*bn6@+sDw>l%ehivgQ~fqc5v&pK+si@ zXfS;PoXln!n>w#hGa2VT6+9S|yByB*IoolPVT`rs&!})UauG8SaQfr$)&__)pAu;E z4I!A;Mlw*dy;}?Cyj5$=6y2vM7sc637q8|Q4mJb~UI2P@?gGI>#3qXG%g7W@1Kf_j zsOE{w-PQZe9mC^-Uy|Da>$v;fE?T%zKDDz@|AYHuTD`sbx;S#$`fx28^GH#MR0wjR z$lzA$IR}t>xGzoUCk-P+n)$7*z{1lE8Rk4alnxb3ZxfLnj}}K57fqh|6<&Si zDq0%Br|c!PZDth@Ar03a!=ptyj7E;#4Ey(B$i>j_g6_M@Bc|(|wMo**C&Q~Ji4Xlm z|I~JGrA{p5JU4l#|A9lvW~Be~MOHo|pVnvHWjTHAG{vN(W}x)`O}iW4D<-Gx2anSm zL*(bD|K#G2m4S1dM$Hif-L@x(|3IvFT`$5Mn)QU)naRp@TD>^7y$TASW5gyt<56 zA}H)VeS+%p@;G>HP#ogmm)>k4pS+W2Z&Y)1Xj5PXPo2DhFgzX<2w{&~a35cfsXkVO z$o*h$RO1jsJgC7*KrRQz3rc5nJtwR+syil*d63(JGyg>${JTH=uUpf?$jO;jT+_?Z zDG2yf0w^nEO)GBf_QL6^q7^p>K9vMQfRa};BX4g6@G6)g0W|s>?(7Zxr_}hnQ3pO% zghJ$1U}~yRn3S4^lsZ&ORbE40O-MJs>#A00{=JUYKxAOmkYubC@KH{`(j*! z3VN>%SzvQb;!*nTce>(*nrFGb3>u&;Tq)m!{C#fU(~IWjdSypdW2Q&3^`Ji`z+X?# z7v%Oi|6b8hyign3Gz;fHWhCa#K$v3&+X7_g=m+Ll%53S-J`CMx7GE@#lSO#6=|!{( z!=^2D;2hgw4&cn^T7c^hUg^?hi82<#BVn`?5)0#+n1-25Wu3#gruHmH-Wz)-UJ^@^ z*YqI~M}58C%LfoMFCsTLama0a;O9>DUlgPa7OMZG$RA9RkE literal 0 HcmV?d00001 diff --git a/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/wine.txt b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/wine.txt new file mode 100644 index 0000000..6040eee --- /dev/null +++ b/ANALYSE_DONNEES-20241223T122817Z-001/ANALYSE_DONNEES/wine.txt @@ -0,0 +1,601 @@ +"Qualite" "Type" "AcidVol" "AcidCitr" "SO2lbr" "SO2tot" "Densite" "Alcool" +"1352" "medium" 1 0.62 0.01 8 46 0.99332 11.8 +"5493" "medium" 0 0.34 0.1 17 63 0.9937 9.2 +"5153" "medium" 0 0.22 0.22 39 110 0.99855 9 +"5308" "medium" 0 0.35 0.46 61 183 0.99786 9 +"3866" "medium" 0 0.42 0.32 20 167 0.99479 10.6 +"694" "medium" 1 0.48 0.32 21 122 0.9984 9.4 +"5085" "good" 0 0.21 0.32 39 113 0.99393 10.2 +"2280" "medium" 0 0.28 0.14 64 159 0.992 10 +"5231" "medium" 0 0.3 0.25 21 124 0.99362 10.8 +"4388" "medium" 0 0.4 0.42 41 176 0.99552 9.4 +"4172" "medium" 0 0.14 0.28 10 56 0.99352 9.9 +"4763" "good" 0 0.36 0.37 39 114 0.99036 12.7 +"4001" "bad" 0 0.16 0.49 18 107 0.99514 10.2 +"3244" "good" 0 0.19 0.49 50 134 0.9998 9.1 +"4663" "medium" 0 0.25 0.54 58 176 0.99454 10.4 +"3256" "medium" 0 0.15 0.49 21 98 0.9929 9.2 +"3444" "medium" 0 0.34 0.46 21 94 0.991 12.3 +"3867" "medium" 0 0.19 0.43 53 154 0.99752 10.4 +"3161" "medium" 0 0.28 0.49 10 112 0.9958 10.1 +"6420" "medium" 0 0.36 0.5 63 178 0.99212 9.7 +"1590" "medium" 1 0.725 0.2 29 79 0.9977 9.2 +"2155" "good" 0 0.25 0.34 31 93 0.9916 11.3 +"2258" "medium" 0 0.27 0.25 41 188 0.9915 11.3 +"209" "medium" 1 0.44 0.28 18 95 0.9966 9.4 +"4560" "good" 0 0.11 0.34 41 114 0.99634 11 +"1981" "medium" 0 0.28 0.26 48 179 0.9975 9 +"2166" "medium" 0 0.35 0.34 6 37 0.9944 11.5 +"5430" "good" 0 0.26 0.23 23 111 0.99274 11.5 +"6496" "good" 0 0.29 0.3 20 110 0.98869 12.8 +"346" "medium" 1 0.685 0 40 63 0.9979 9.9 +"1288" "medium" 1 0.6 0.08 3 7 0.99286 13 +"3615" "medium" 0 0.19 0.39 22 84 0.994 10.8 +"1837" "medium" 0 0.52 0.32 54 221 0.9972 9.6 +"5637" "medium" 0 0.34 0.22 43 176 0.99286 9.9 +"2520" "good" 0 0.11 0.32 59 144 0.9956 9.4 +"3046" "medium" 0 0.27 0.49 35 92 0.9911 12.2 +"2983" "medium" 0 0.36 0.56 25 102 0.9923 10.5 +"840" "medium" 1 0.5 0.04 13 26 0.99647 10 +"3185" "medium" 0 0.3 0.74 46 165 0.9982 8.7 +"4690" "medium" 0 0.17 0.35 33 78 0.99146 11.3 +"6347" "medium" 0 0.26 0.5 25 93 0.99428 10.5 +"728" "medium" 1 0.57 0.02 4 11 0.997 9.5 +"240" "medium" 1 1 0.09 7 37 0.99685 9 +"6318" "medium" 0 0.24 0.15 32 134 0.99378 9.9 +"2501" "medium" 0 0.29 0.29 26 113 0.9983 9.7 +"3003" "good" 0 0.26 0.31 29 128 0.9937 10.9 +"4537" "medium" 0 0.25 0.3 67 196 0.99555 10.1 +"4799" "good" 0 0.21 0.4 40 121 0.99214 12 +"141" "medium" 1 0.745 0.11 16 63 0.9965 9.6 +"3664" "medium" 0 0.22 0.28 51 180 0.9952 9.5 +"5167" "medium" 0 0.26 0.27 20 80 0.99089 11.5 +"5291" "medium" 0 0.22 0.26 23 112 0.9931 11.4 +"3383" "medium" 0 0.45 0.4 17 100 0.9957 10.1 +"2712" "medium" 0 0.22 0.34 55 177 0.9983 9.9 +"449" "medium" 1 0.53 0.22 7 27 0.9967 10.2 +"214" "medium" 1 0.57 0.26 28 65 0.9959 10.1 +"3216" "medium" 0 0.34 0.49 61 206 0.9957 9 +"4917" "medium" 0 0.32 0.32 32 105 0.99266 11.2 +"5005" "medium" 0 0.15 0.32 14 119 0.99137 10.2 +"3501" "medium" 0 0.21 0.3 14 118 0.9942 10.4 +"1291" "medium" 1 0.74 0 6 12 0.99521 11 +"3137" "medium" 0 0.28 0.49 32 148 0.9936 10 +"998" "good" 1 0.66 0 3 11 0.99378 12.8 +"1350" "medium" 1 0.57 0 21 41 0.99518 10.8 +"6336" "medium" 0 0.16 0.36 13 61 0.99143 10.8 +"492" "good" 1 0.41 0.5 12 25 0.9952 13.3 +"3901" "medium" 0 0.22 0.28 25 125 0.99856 9.4 +"4878" "medium" 0 0.38 0.36 42 214 0.9976 9.4 +"5343" "good" 0 0.15 0.28 29 149 0.99792 9 +"5096" "good" 0 0.24 0.28 61 134 0.99146 11.3 +"4516" "medium" 0 0.44 0.26 57 128 0.98982 12.7 +"1118" "medium" 1 0.69 0.07 15 21 0.99572 11.3 +"2680" "good" 0 0.15 0.33 31 118 0.9956 9 +"452" "medium" 1 0.37 0.53 9 26 0.9979 9.1 +"3937" "bad" 0 0.28 0.35 61 180 0.9972 9 +"776" "medium" 1 1 0 7 16 0.99586 10 +"528" "medium" 1 0.38 0.49 33 85 0.9962 11.4 +"3445" "medium" 0 0.44 0.2 44 157 0.998 9 +"203" "medium" 1 0.5 0.11 16 49 0.99545 9.5 +"1175" "medium" 1 0.36 0.31 26 65 0.99716 9.5 +"5796" "medium" 0 0.22 0.29 25 68 0.98865 12.6 +"2334" "medium" 0 0.38 0.25 28 191 0.9971 9.2 +"3564" "medium" 0 0.31 0.42 50 173 0.9958 9 +"1921" "medium" 0 0.24 0.35 36 135 0.9938 10.5 +"4995" "medium" 0 0.26 0.46 48 186 0.9958 9.1 +"1070" "medium" 1 0.62 0.35 28 52 0.997 10.8 +"5286" "medium" 0 0.3 0.37 27 177 0.99438 9.8 +"4421" "medium" 0 0.4 0.46 42 241 0.9968 9.9 +"5630" "medium" 0 0.19 0.38 30 105 0.99047 11.4 +"273" "medium" 1 0.37 0.58 17 65 0.99935 10.1 +"896" "medium" 1 0.59 0.01 27 43 0.9955 10.7 +"5267" "good" 0 0.32 0.28 46 115 0.98946 13 +"742" "medium" 1 0.53 0.24 28 139 0.99788 9.5 +"956" "medium" 1 0.21 0.52 9 23 0.99648 10.4 +"4435" "medium" 0 0.25 0.22 41 161 0.99256 10.5 +"414" "good" 1 0.4 0.53 6 19 0.9986 11.7 +"2737" "good" 0 0.31 0.37 70 170 0.9934 11.7 +"1496" "medium" 1 0.43 0.02 15 28 0.99492 10.6 +"455" "medium" 1 0.23 0.4 21 67 0.9952 11.1 +"3970" "good" 0 0.1 0.24 25 107 0.99511 10.5 +"286" "medium" 1 0.59 0.07 32 71 1.00015 9.8 +"1535" "good" 1 0.56 0.14 13 29 0.99397 11.7 +"3144" "medium" 0 0.13 0.49 6 24 0.9926 9.9 +"5473" "medium" 0 0.37 0.51 58 181 0.99776 9 +"6308" "medium" 0 0.33 0.28 26 109 0.99246 10.6 +"5051" "good" 0 0.21 0.29 43 106 0.99112 11.5 +"3502" "medium" 0 0.23 0.35 26 183 0.9984 9.1 +"4286" "medium" 0 0.17 0.29 52 119 0.98944 12.9 +"1408" "medium" 1 0.51 0 40 54 0.995 10.7 +"2581" "good" 0 0.28 0.33 32 155 0.9951 10.7 +"6225" "medium" 0 0.49 0.23 6 158 0.99344 11.2 +"4614" "medium" 0 0.45 0.34 12 67 0.9976 11 +"3065" "medium" 0 0.2 0.74 19 163 0.9931 10.2 +"54" "medium" 1 0.38 0.36 30 119 0.997 9.4 +"6300" "medium" 0 0.3 0.33 60 168 0.99659 9.8 +"2050" "medium" 0 0.6 0.2 21 174 0.9971 9.1 +"5574" "medium" 0 0.29 0.52 35 192 0.99551 9.5 +"3368" "medium" 0 0.37 0.07 58 144 0.9922 10 +"2332" "good" 0 0.28 0.45 14 49 0.9934 11.1 +"4225" "medium" 0 0.19 0.21 89 159 0.99332 8 +"5508" "good" 0 0.39 0.24 45 138 0.99174 11.2 +"2830" "medium" 0 0.29 0.3 46 238 0.9986 8.7 +"5669" "medium" 0 0.24 0.28 54 133 0.9952 10.7 +"6141" "medium" 0 0.23 0.34 23 111 0.98961 12.7 +"6395" "good" 0 0.105 0.29 44 140 0.99142 10.7 +"5337" "medium" 0 0.21 0.72 65 120 0.99324 9.2 +"878" "medium" 1 0.715 0.01 31 43 0.99371 11.8 +"4190" "medium" 0 0.13 0.28 47 132 0.99655 10.1 +"5778" "good" 0 0.19 0.33 49 133 0.99107 11.3 +"3316" "medium" 0 0.21 0.31 29 108 0.9939 10.8 +"5832" "medium" 0 0.39 0.28 10 92 0.99206 12.1 +"5672" "good" 0 0.16 0.38 70.5 163 0.99706 10.4 +"1786" "medium" 0 0.24 0.41 49 166 0.9954 9.9 +"2654" "medium" 0 0.31 0.52 5 61 0.9918 10.4 +"1199" "medium" 1 0.26 0.26 19 77 0.9951 10.9 +"5997" "medium" 0 0.27 0.26 55 173 0.99699 9.8 +"1347" "medium" 1 0.59 0.01 5 13 0.99472 11.4 +"4785" "medium" 0 0.21 0.4 49 115 0.99268 11 +"5400" "medium" 0 0.2 0.3 7 49 0.99242 10.3 +"2157" "medium" 0 0.41 0.24 16 137 0.993 10.4 +"3552" "good" 0 0.31 0.36 29 142 0.9925 13 +"788" "medium" 1 0.56 0.24 19 58 0.9991 10.1 +"2624" "medium" 0 0.34 0.74 23 185 0.9928 12 +"1912" "medium" 0 0.25 0.41 37 149 0.9954 10 +"499" "good" 1 0.35 0.53 5 16 0.9972 11 +"2522" "medium" 0 0.32 0.62 56 153 0.9978 8.9 +"6456" "medium" 0 0.23 0.39 26 172 0.99755 9 +"4425" "medium" 0 0.25 0.22 41 161 0.99256 10.5 +"618" "medium" 1 0.31 0.51 14 28 0.9982 9.8 +"1139" "medium" 1 0.41 0.15 29 94 0.99786 9.1 +"5815" "medium" 0 0.44 0.24 68 210 0.99718 9.5 +"1191" "medium" 1 0.4 0.57 6 20 0.99652 12.5 +"1348" "medium" 1 0.655 0.03 7 12 0.99587 9.5 +"771" "medium" 1 0.59 0.02 24 94 0.99744 9.7 +"5530" "medium" 0 0.28 0.26 25 101 0.98894 12.1 +"858" "good" 1 0.26 0.34 16 47 0.99594 11.3 +"4070" "medium" 0 0.25 0.34 34 176 0.99434 9.5 +"5460" "medium" 0 0.25 0.26 52 207 0.99587 9.2 +"4236" "medium" 0 0.24 0.27 40 174 0.99773 9 +"5919" "good" 0 0.41 0.24 33 115 0.9901 12.89333333 +"6340" "medium" 0 0.32 0.46 56 189 0.99308 9.6 +"5170" "medium" 0 0.26 0.27 20 80 0.99089 11.5 +"3266" "medium" 0 0.445 0.56 8 84 0.9938 10.8 +"3696" "medium" 0 0.32 0.34 5 129 0.9953 9.1 +"6310" "good" 0 0.33 0.31 27 108 0.99031 12.2 +"6269" "medium" 0 0.44 0.33 12 117 0.99134 11.5 +"3258" "medium" 0 0.31 0.49 52 220 0.9964 8.8 +"6313" "medium" 0 0.28 0.28 19 98 0.99216 11.1 +"362" "medium" 1 0.45 0.31 21 50 0.9982 9.9 +"2374" "good" 0 0.27 0.45 28 124 0.997 10.4 +"4507" "medium" 0 0.21 0.25 26 81 0.9902 11.4 +"1575" "medium" 1 0.31 0.78 23 92 0.99677 10.5 +"3468" "good" 0 0.21 0.27 41 144 0.9932 11.8 +"5729" "good" 0 0.34 0.31 18 68 0.98981 13.4 +"6469" "medium" 0 0.24 0.33 8 81 0.99626 9.8 +"510" "good" 1 0.29 0.75 23 43 0.9986 11.4 +"6107" "medium" 0 0.305 0.13 17 73 0.99 12.33333333 +"1178" "good" 1 0.66 0 6 11 0.99318 12.7 +"4973" "good" 0 0.28 0.24 49 121 0.98882 13.2 +"4120" "medium" 0 0.41 0.23 28 174 0.99898 9.7 +"5295" "medium" 0 0.15 0.4 61 146 0.99112 11 +"2076" "good" 0 0.28 0.36 42 105 0.9893 12.4 +"3989" "good" 0 0.46 0.26 28 83 0.99114 12 +"4518" "medium" 0 0.28 0.28 15 65 0.9902 11.2 +"3184" "medium" 0 0.25 0.74 52 209 0.9956 9.2 +"1198" "medium" 1 0.57 0.21 4 9 0.99458 9.8 +"1847" "good" 0 0.2 0.27 12 77 0.9905 10.9 +"2285" "medium" 0 0.36 0.26 54 201 0.9976 9 +"6022" "medium" 0 0.22 0.28 24 125 0.9917 10.5 +"6087" "medium" 0 0.13 0.28 32 87 0.99175 11.2 +"113" "medium" 1 0.6 0.1 14 111 0.9964 9.8 +"5667" "medium" 0 0.38 0.28 22 166 0.99506 10.6 +"3317" "medium" 0 0.27 0.32 19 142 0.9921 9.9 +"933" "medium" 1 0.4 0.29 29 66 0.9971 9.5 +"4658" "medium" 0 0.25 0.38 54 208 0.99572 9.1 +"1923" "medium" 0 0.28 0.44 35 137 0.9946 10.4 +"4026" "medium" 0 0.22 0.26 32 172 0.99194 11.2 +"2244" "medium" 0 0.24 0.29 32 166 0.9968 9.5 +"226" "medium" 1 0.43 0.25 29 63 0.99615 10.5 +"1254" "medium" 1 0.66 0 6 13 0.99569 9.5 +"747" "medium" 1 0.34 0.38 12 57 0.9978 9 +"2809" "medium" 0 0.23 0.46 30 125 0.9907 12.5 +"1137" "medium" 1 0.52 0.45 6 13 0.99774 11.4 +"2067" "medium" 0 0.32 0.21 15 68 0.9932 9.4 +"2455" "good" 0 0.2 0.35 30 116 0.9949 10.3 +"6163" "good" 0 0.26 0.27 27 119 0.9947 10.7 +"3977" "medium" 0 0.22 0.29 24 90 0.99556 9.8 +"50" "medium" 1 0.31 0.37 12 96 0.9954 9.2 +"3418" "medium" 0 0.26 0.29 27 96 0.9896 12.3 +"5477" "medium" 0 0.28 0.31 20 98 0.99069 11.4 +"2389" "medium" 0 0.3 0.27 31 119 0.99815 9.3 +"6243" "medium" 0 0.21 0.35 47 197 0.99392 10.1 +"65" "medium" 1 0.725 0.05 4 11 0.9962 10.9 +"3678" "medium" 0 0.17 0.3 25 119 0.9931 10.5 +"3117" "medium" 0 0.24 0.49 52 163 0.9952 10.6 +"4327" "medium" 0 0.17 0.31 34 121 0.99092 10.5 +"4206" "medium" 0 0.2 0.36 22 157 0.9938 10.6 +"1169" "medium" 1 0.34 0.27 8 44 0.99384 12 +"4188" "good" 0 0.18 0.3 19 171 0.99808 9 +"5392" "medium" 0 0.25 0.3 53 133 0.99524 10.4 +"1477" "medium" 1 0.5 0.5 48 82 1.00242 8.8 +"3063" "medium" 0 0.19 0.49 11 137 0.9918 11 +"6342" "medium" 0 0.27 0.32 36 133 0.99215 10.8 +"4634" "medium" 0 0.25 0.47 36 156 0.99604 9.4 +"3862" "medium" 0 0.25 0.31 11 61 0.99189 11.5 +"1497" "medium" 1 0.54 0.26 23 147 0.99636 9.7 +"193" "medium" 1 0.63 0.12 16 126 0.9969 9.5 +"2273" "medium" 0 0.31 0.3 18 130 0.9928 10.6 +"3074" "bad" 0 0.25 0.24 13 85 0.9942 9.5 +"583" "medium" 1 0.49 0.49 5 15 1 9.2 +"6169" "medium" 0 0.2 0.32 17 126 0.9936 9.4 +"3865" "medium" 0 0.3 0.21 49 159 0.99827 9 +"5812" "bad" 0 0.31 0.37 13 164 0.99602 8.8 +"2658" "medium" 0 0.21 0.34 26 111 0.9931 10.7 +"4152" "medium" 0 0.36 0.52 8 110 0.9966 9.4 +"753" "medium" 1 0.54 0.13 24 66 0.99785 9.4 +"4000" "bad" 0 0.19 0.42 16 104 0.99517 10 +"5504" "good" 0 0.455 0.18 33 106 0.98746 14 +"1861" "medium" 0 0.29 0.4 36 156 0.9996 8.9 +"6068" "medium" 0 0.21 0.24 31 95 0.99036 11.3 +"4950" "medium" 0 0.22 0.28 41 132 0.9935 11.3 +"4654" "medium" 0 0.15 0.31 7 73 0.99152 11.9 +"1511" "medium" 1 0.36 0.21 26 48 0.99661 9.7 +"1001" "good" 1 0.43 0.3 6 12 0.99495 11.5 +"2386" "medium" 0 0.34 0.28 31 117 0.99815 9.2 +"1242" "medium" 1 0.37 0.39 28 65 0.99729 9.8 +"2045" "bad" 0 0.32 0.32 16 66 0.9937 11.5 +"2743" "medium" 0 0.24 0.3 27 131 0.9933 10.5 +"1413" "medium" 1 0.24 0.34 8 22 0.9974 10.9 +"2060" "medium" 0 0.21 0.27 26 111 0.9956 9.5 +"5915" "good" 0 0.41 0.24 33 115 0.9901 12.89333333 +"469" "medium" 1 0.36 0.69 6 21 1 9.2 +"5454" "medium" 0 0.12 0.27 40 110 0.99226 12.1 +"4119" "medium" 0 0.24 0.55 67 216 0.99596 9.2 +"397" "medium" 1 0.735 0.02 68 124 0.9994 9.9 +"1278" "medium" 1 0.69 0 3 10 0.99636 9.7 +"2307" "medium" 0 0.18 0.45 57 166 0.9943 11.2 +"1279" "medium" 1 0.715 0.22 13 81 0.99688 9.5 +"4528" "good" 0 0.31 0.31 45 140 0.99216 12 +"761" "medium" 1 0.58 0.25 9 104 0.99779 9.7 +"3747" "medium" 0 0.29 0.2 20 142 0.9962 10.6 +"199" "good" 1 0.835 0.08 13 93 0.9924 13 +"802" "medium" 1 0.55 0.09 8 17 0.99735 10 +"4150" "medium" 0 0.33 0.14 27 128 0.99475 9.4 +"271" "medium" 1 0.545 0.06 27 61 0.9965 10.7 +"5070" "good" 0 0.24 0.3 105 179 0.99189 11.3 +"6303" "good" 0 0.12 0.28 36 83 0.99074 10.9 +"146" "medium" 1 0.67 0.55 32 141 0.9968 9.4 +"3768" "good" 0 0.19 0.3 48.5 229 0.9986 9.1 +"4665" "medium" 0 0.15 0.38 54 120 0.9975 9.8 +"2703" "medium" 0 0.29 0.39 6 117 0.9938 10.7 +"5349" "medium" 0 0.28 0.29 40 143 0.99374 11 +"1693" "good" 0 0.21 0.33 48 136 0.9899 12.6 +"1640" "medium" 0 0.23 0.39 63 158 0.9937 9.4 +"5547" "good" 0 0.3 0.32 41 142 0.98952 12.7 +"354" "medium" 1 0.53 0.79 23 77 1.0018 13 +"4161" "medium" 0 0.28 0.22 36 131 0.99696 9.6 +"3230" "medium" 0 0.25 0.24 6 121 0.993 11.4 +"1319" "medium" 1 0.63 0.27 17 91 0.99616 9.8 +"3832" "medium" 0 0.2 0.31 16 89 0.99416 9.5 +"2894" "bad" 0 0.41 0.22 10 102 0.993 11.6 +"3282" "good" 0 0.25 0.28 55 205 0.9986 9 +"5782" "medium" 0 0.38 0.56 15 170 0.99605 9.9 +"570" "medium" 1 0.36 0.24 19 42 0.9946 11.7 +"5111" "good" 0 0.19 0.28 22 90 0.99038 11.7 +"6433" "medium" 0 0.33 0.28 33 97 0.99126 10.9 +"229" "medium" 1 0.43 0.25 29 63 0.99615 10.5 +"5419" "medium" 0 0.35 0.26 36 120 0.99188 11.5 +"2174" "good" 0 0.2 0.33 39 138 0.991 11.7 +"1749" "medium" 0 0.25 0.3 23 116 0.994 9.4 +"4782" "medium" 0 0.12 0.33 23 131 0.99164 9.8 +"5163" "medium" 0 0.48 0.12 23 86 0.99398 9 +"6059" "medium" 0 0.22 0.18 28 120 0.99403 9.9 +"4836" "medium" 0 0.22 0.39 44 141 0.99123 12.5 +"5635" "medium" 0 0.2 0.22 53 172 0.99404 11 +"6054" "medium" 0 0.18 0.26 17 149 0.9984 9.4 +"6437" "medium" 0 0.28 0.38 54 216 0.99154 13.1 +"3347" "medium" 0 0.3 0.36 33 169 0.9982 9.3 +"684" "medium" 1 0.78 0.23 5 15 0.997 11.3 +"48" "medium" 1 0.29 0.52 12 37 0.9969 9.5 +"2117" "medium" 0 0.15 0.42 49 154 0.992 10.4 +"1224" "medium" 1 0.36 0.47 9 23 0.99638 12 +"96" "medium" 1 0.6 0.17 17 106 0.9932 12.9 +"4131" "bad" 0 0.54 0.27 8 178 0.99502 9.4 +"2726" "good" 0 0.115 0.29 73 166 0.989 12.9 +"2511" "medium" 0 0.33 0.19 22 143 0.99425 9.9 +"6262" "medium" 0 0.17 0.36 44 111 0.99272 12.4 +"3086" "medium" 0 0.15 0.49 17 51 0.9932 9.4 +"1253" "medium" 1 0.72 0 6 14 0.99627 9.8 +"4549" "medium" 0 0.28 0.52 30 139 0.99494 9 +"723" "medium" 1 0.42 0.08 15 48 0.9968 10 +"5287" "medium" 0 0.16 0.27 39 98 0.99402 10.8 +"3739" "medium" 0 0.33 0.64 12 105 0.9972 9.2 +"1658" "medium" 0 0.38 0.15 25 78 0.9931 10.2 +"76" "medium" 1 0.41 0.64 9 42 0.9986 10.5 +"1604" "medium" 0 0.23 0.32 47 186 0.9956 9.9 +"149" "medium" 1 0.49 0.1 12 30 0.9959 10.2 +"554" "medium" 1 1.04 0.24 32 96 0.9934 11.5 +"349" "medium" 1 0.56 0.31 15 46 0.9979 10 +"639" "good" 1 0.915 0.12 7 23 0.9964 10.2 +"416" "medium" 1 0.725 0.24 31 134 1.0014 9.3 +"2966" "medium" 0 0.14 0.41 22 95 0.9914 10.9 +"378" "good" 1 0.27 0.53 6 18 0.9962 12 +"475" "medium" 1 0.28 0.51 10 24 0.9982 9.4 +"1212" "medium" 1 0.44 0.15 22 53 0.9957 9.3 +"5670" "medium" 0 0.28 0.27 41 162 0.99498 9.9 +"15" "medium" 1 0.62 0.18 52 145 0.9986 9.2 +"4986" "good" 0 0.28 0.27 56 140 0.99042 12.5 +"324" "medium" 1 0.59 0.42 35 73 0.999 9.5 +"3657" "good" 0 0.31 0.31 20 151 0.9926 12 +"5571" "medium" 0 0.17 0.3 33 125 0.99152 10.4 +"881" "medium" 1 0.56 0.18 10 21 0.99576 9.9 +"322" "medium" 1 0.61 0.26 25 87 0.99975 9.7 +"1998" "medium" 0 0.26 0.27 52 168 0.9993 9.4 +"3795" "medium" 0 0.25 0.18 13 137 0.9935 9.5 +"5064" "medium" 0 0.29 0.41 52 171 0.99537 9.6 +"232" "medium" 1 0.38 0.06 12 49 0.99625 9.9 +"5447" "medium" 0 0.32 0.23 36 176 0.9986 9.1 +"2232" "medium" 0 0.24 0.33 16 131 0.9936 10.7 +"5307" "medium" 0 0.34 0.43 29 114 0.99014 12.6 +"3578" "medium" 0 0.33 0.26 23 103 0.9932 10.5 +"4645" "medium" 0 0.12 0.26 21 99 0.99324 9.9 +"6277" "good" 0 0.28 0.52 37 104 0.99161 11.8 +"6483" "medium" 0 0.47 0.17 60 148 0.98964 11.5 +"1028" "medium" 1 0.795 0 28 52 0.99378 11.6 +"5649" "medium" 0 0.16 0.36 32 98 0.99058 11.3 +"1493" "medium" 1 0.65 0.06 6 18 0.99348 11.95 +"52" "medium" 1 0.52 0.04 8 15 0.9956 9.4 +"4329" "good" 0 0.29 0.31 24 79 0.99053 11.4 +"5765" "good" 0 0.22 0.35 23 83 0.99019 12 +"4927" "good" 0 0.17 0.36 11 70 0.99202 10.4 +"4871" "good" 0 0.32 0.34 27 91 0.99184 12 +"5099" "good" 0 0.33 0.3 30 124 0.98922 13.1 +"419" "medium" 1 0.38 0.51 7 20 0.9996 10.4 +"2019" "medium" 0 0.31 0.28 33 137 0.9929 10.5 +"3490" "medium" 0 0.3 0.42 45 213 0.9991 9.2 +"5412" "medium" 0 0.21 0.39 21 138 0.99176 10.9 +"4310" "medium" 0 0.25 0.34 66 184 0.99976 8.9 +"2156" "medium" 0 0.35 0.71 22 160 0.9982 9.4 +"4040" "medium" 0 0.46 0.26 49 159 0.99434 10 +"4791" "medium" 0 0.24 0.44 49 146 0.9911 11.6 +"6205" "medium" 0 0.29 0.32 38 93 0.9906 12 +"1295" "medium" 1 0.635 0.1 25 60 0.99638 10.9 +"4177" "medium" 0 0.25 0.36 63 206 0.99553 9.6 +"2216" "good" 0 0.32 0.33 18 101 0.9912 11.7 +"6355" "medium" 0 0.29 0.73 21 92 0.99 12.4 +"4493" "good" 0 0.16 0.34 85 153 0.9909 12 +"4428" "good" 0 0.14 0.31 53 138 0.99084 11.5 +"3089" "medium" 0 0.16 0.74 52 187 0.9998 9.3 +"2142" "medium" 0 0.35 0.35 14 167 0.992 9.9 +"4354" "medium" 0 0.17 0.28 5 28 0.98985 10.6 +"5650" "good" 0 0.16 0.27 25 135 0.9984 8.7 +"2801" "good" 0 0.17 0.37 26 75 0.9922 10.8 +"2977" "medium" 0 0.28 0.41 10 136 0.993 11.4 +"919" "medium" 1 0.36 0.32 32 79 0.9964 11 +"1951" "good" 0 0.33 0.4 32 138 0.992 11.9 +"3641" "medium" 0 0.14 0.27 22 104 0.9949 9 +"5697" "medium" 0 0.14 0.28 21 82 0.99425 10 +"6452" "medium" 0 0.23 0.38 12 113 0.99176 11.4 +"3271" "good" 0 0.35 0.3 27 87 0.9936 11.4 +"4515" "medium" 0 0.14 0.38 22 81 0.99043 11.4 +"3665" "medium" 0 0.27 0.28 21 127 0.9934 9.9 +"4167" "medium" 0 0.24 0.28 39 132 0.99182 11.4 +"6008" "medium" 0 0.29 0.16 48 197 0.99512 9.4 +"6094" "medium" 0 0.24 0.29 34 84 0.9902 11.45 +"605" "medium" 1 0.58 0.13 14 63 0.9984 9.1 +"5608" "medium" 0 0.25 0.48 25 94 0.99782 9.2 +"2942" "medium" 0 0.58 0.27 37 116 0.9959 10.8 +"2360" "medium" 0 0.18 0.38 44 176 0.9958 9.8 +"4579" "good" 0 0.36 0.26 39 123 0.99119 12.2 +"4805" "good" 0 0.45 0.36 28 156 0.991 12.4 +"239" "medium" 1 0.63 0 14 38 0.99675 9 +"612" "medium" 1 0.38 0.55 5 16 1.0006 9.4 +"4937" "medium" 0 0.38 0.29 52 189 0.99784 9.5 +"3692" "medium" 0 0.76 0.03 27 93 0.9932 9.2 +"4287" "medium" 0 0.24 0.38 56 187 0.99577 9.2 +"2203" "medium" 0 0.475 0.06 9 131 0.9904 10.8 +"1547" "medium" 1 0.57 0.02 17 26 0.99575 10.2 +"5444" "medium" 0 0.37 0.25 24 84 0.9909 11.7 +"872" "medium" 1 0.56 0.03 36 46 0.99522 10.6 +"4513" "medium" 0 0.18 0.3 49 199 0.99413 9.3 +"6280" "bad" 0 0.63 0.04 25 133 0.99271 10.2 +"5050" "good" 0 0.21 0.29 43 106 0.99112 11.5 +"2226" "bad" 0 0.56 0.12 22 177 0.9983 9.1 +"5135" "medium" 0 0.28 0.44 49 179 0.99528 9.2 +"5278" "medium" 0 0.23 0.25 19 111 1.00044 8.7 +"2570" "good" 0 0.42 0.01 25 102 0.9894 12.3 +"4509" "medium" 0 0.18 0.3 23 73 0.99032 11.3 +"2732" "medium" 0 0.39 0.31 28 162 0.9988 9.1 +"1820" "medium" 0 0.27 0.36 45 164 0.9939 11 +"5495" "medium" 0 0.25 0.33 17 76 0.99021 12.3 +"1882" "bad" 0 0.44 0.37 46 201 0.9938 10.5 +"789" "medium" 1 0.56 0.24 19 58 0.9991 10.1 +"4290" "medium" 0 0.3 0.25 26 124 0.99428 9.3 +"1249" "medium" 1 0.41 0.33 22 36 0.9949 11.1 +"3306" "medium" 0 0.24 0.22 38 157 0.9934 9.9 +"5468" "medium" 0 0.22 0.25 112 177 0.9961 9.4 +"2342" "medium" 0 0.2 0.37 26 136 0.9932 10.2 +"2217" "medium" 0 0.26 0.27 52 195 0.9928 10.9 +"1252" "medium" 1 0.58 0.14 27 60 0.9963 9.8 +"1828" "medium" 0 0.17 0.32 41 200 0.9938 9.7 +"832" "medium" 1 0.61 0.08 16 24 0.99376 11.1 +"4529" "medium" 0 0.22 0.29 39 118 0.99834 9.1 +"2750" "medium" 0 0.32 0.17 69 219 0.9959 8.9 +"5511" "medium" 0 0.23 0.82 70 109 0.99304 9.2 +"4111" "medium" 0 0.3 0.49 68 215 0.99656 9.4 +"2200" "medium" 0 0.3 0.35 36 160 0.9937 9.4 +"695" "medium" 1 0.47 0.31 24 125 0.9984 9.4 +"611" "medium" 1 0.24 0.54 25 57 0.9983 9.2 +"1916" "medium" 0 0.25 0.34 34 134 0.9927 10.6 +"1646" "bad" 0 0.45 0.26 63 206 0.994 9.8 +"1774" "medium" 0 0.27 0.31 33 173 0.999 10.2 +"1977" "good" 0 0.2 0.44 21 98 0.9924 10 +"5298" "medium" 0 0.22 0.34 32 96 0.98961 11.6 +"1007" "good" 1 0.29 0.33 13 27 0.99516 11.7 +"3956" "medium" 0 0.34 0.32 29 130 0.99354 10.4 +"5659" "medium" 0 0.16 0.36 32 98 0.99058 11.3 +"6" "medium" 1 0.66 0 13 40 0.9978 9.4 +"1365" "medium" 1 0.605 0.02 10 31 0.995 11.8 +"619" "medium" 1 0.46 0.5 4 17 1.0006 10.2 +"3131" "good" 0 0.3 0.49 26 174 0.9943 11.2 +"2941" "medium" 0 0.54 0.23 13 151 0.9931 10.4 +"2027" "medium" 0 0.29 0.5 48 194 0.9974 9.4 +"3838" "medium" 0 0.15 0.29 39 151 0.99471 10.6 +"6039" "medium" 0 0.47 0.16 14 125 0.99428 9.8 +"5624" "medium" 0 0.28 0.27 50 147 0.99126 11.6 +"5323" "good" 0 0.265 0.28 46 150 0.99299 10.8 +"2730" "medium" 0 0.2 0.28 36 159 0.9936 9.1 +"1783" "medium" 0 0.27 0.4 64 227 0.9979 9.6 +"1579" "medium" 1 0.67 0.15 13 20 0.9954 11.3 +"3397" "good" 0 0.25 0.27 37 128 0.9936 11.3 +"3685" "medium" 0 0.17 0.32 47 150 0.9948 9.6 +"5180" "medium" 0 0.3 0.21 33 143 0.99244 11.1 +"1741" "medium" 0 0.37 0.67 49 155 0.9975 8.7 +"5219" "medium" 0 0.45 0.28 27 122 1.00295 10.6 +"5103" "good" 0 0.33 0.31 21 93 0.9896 13.4 +"997" "good" 1 0.66 0 3 11 0.99378 12.8 +"1451" "good" 1 0.37 0.32 15 28 0.9947 11.3 +"2102" "medium" 0 0.3 0.3 8 210 0.9937 9.9 +"309" "medium" 1 0.43 0.44 5 12 0.9994 9.5 +"3508" "good" 0 0.36 0.36 26 98 0.9914 12.5 +"4429" "medium" 0 0.26 0.32 31 170 0.99644 11.2 +"2320" "medium" 0 0.29 0.44 62 178 0.99685 8.9 +"4943" "good" 0 0.36 0.28 51 189 0.99782 9.5 +"1236" "bad" 1 0.33 0.32 6 113 0.99572 11.5 +"5285" "medium" 0 0.15 0.41 79.5 183 0.99742 10.2 +"1622" "good" 0 0.26 0.42 41 122 0.993 10.5 +"2865" "good" 0 0.31 0.34 36 174 0.9963 11.1 +"254" "medium" 1 0.775 0.42 8 86 0.9959 9.5 +"581" "medium" 1 0.5 0.49 5 14 1.0002 9.6 +"4635" "good" 0 0.24 0.33 31 85 0.99014 11.3 +"198" "medium" 1 0.3 0.6 12 27 0.9981 10.1 +"5257" "good" 0 0.15 0.47 49 128 0.99456 10.5 +"5006" "medium" 0 0.32 0.33 25 95 0.99268 11.1 +"2363" "medium" 0 0.44 0.04 38 128 0.9985 10.2 +"922" "medium" 1 0.36 0.32 32 79 0.9964 11 +"399" "medium" 1 0.59 0.59 13 49 0.9988 11 +"3948" "medium" 0 0.26 0.31 14 141 0.99077 12.2 +"2198" "good" 0 0.27 0.29 31 115 0.9949 10.5 +"5393" "medium" 0 0.32 0.26 63 170 0.9961 9.9 +"4609" "medium" 0 0.2 0.5 50 221 0.99941 8.8 +"5299" "medium" 0 0.3 0.37 27 177 0.99438 9.8 +"2598" "medium" 0 0.24 0.3 43 184 0.9997 9.2 +"1214" "medium" 1 0.38 0.42 5 13 0.99659 10.5 +"5875" "medium" 0 0.22 0.2 41 113 0.99862 8.9 +"3626" "medium" 0 0.26 0.4 5 60 0.9925 10.1 +"4087" "medium" 0 0.27 0.27 25 122 0.99088 11.9 +"783" "medium" 1 0.82 0.05 26 96 0.99814 10 +"1482" "medium" 1 0.28 0.6 10 22 0.99828 10.6 +"290" "medium" 1 0.42 0.53 33 98 1.001 9.2 +"5956" "medium" 0 0.29 0.29 35 178 0.99313 10.53333333 +"3011" "medium" 0 0.2 0.34 32 83 0.9928 11.5 +"2293" "medium" 0 0.37 0.14 34 185 0.9944 9.8 +"6176" "medium" 0 0.3 0.29 23 56 0.9904 11.3 +"3871" "medium" 0 0.25 0.26 50 156 0.99784 9.9 +"5478" "medium" 0 0.35 0.31 58 170 0.99692 9.4 +"1123" "medium" 1 0.47 0 27 33 0.9922 12.3 +"319" "good" 1 0.66 0.39 21 59 0.9989 11.5 +"2469" "medium" 0 0.24 0.29 37 97 0.9926 10.1 +"4151" "medium" 0 0.26 0.42 62 209 0.99544 9.5 +"2395" "medium" 0 0.31 0.26 37 157 0.99625 9 +"4073" "medium" 0 0.29 0.21 20 142 0.99658 10.1 +"2072" "medium" 0 0.24 0.29 19 86 0.99 12.5 +"1762" "medium" 0 0.36 0.3 14 85 0.9932 10.6 +"1775" "medium" 0 0.23 0.4 50 151 0.9927 11.4 +"3325" "medium" 0 0.17 0.22 55 152 0.9952 9.3 +"1560" "medium" 1 0.6 0.26 31 131 0.99622 9.9 +"3769" "good" 0 0.19 0.3 48.5 229 0.9986 9.1 +"5755" "medium" 0 0.3 0.47 50 187 0.9927 9.5 +"4011" "medium" 0 0.27 0.25 50 208 1.00051 9.2 +"6389" "medium" 0 0.62 0.33 24 118 0.98758 13.55 +"4958" "medium" 0 0.36 0.28 29 81 0.99151 12.5 +"3523" "medium" 0 0.37 0.27 10 59 0.9923 10.4 +"1452" "good" 1 0.32 0.44 8 17 0.99732 11 +"4576" "medium" 0 0.32 0.39 34 124 0.99286 12.1 +"5182" "medium" 0 0.32 0.32 12 76 0.98993 12.3 +"1179" "medium" 1 0.915 0 17 78 0.99346 11.4 +"1059" "good" 1 0.53 0.57 30 52 0.9971 11.6 +"6467" "medium" 0 0.6 0.34 3 60 0.98854 13 +"369" "medium" 1 0.34 0.52 15 75 0.9998 9.4 +"5795" "good" 0 0.45 0.24 24 87 0.98862 13.4 +"1836" "medium" 0 0.23 0.38 55 194 0.9979 9 +"1684" "medium" 0 0.43 0.61 54 155 0.9974 8.7 +"1737" "medium" 0 0.37 0.67 49 155 0.9975 8.7 +"988" "medium" 1 0.36 0.3 35 70 0.99693 9.4 +"5853" "bad" 0 0.47 0.1 11 74 0.99082 11.2 +"1201" "medium" 1 0.57 0.21 4 9 0.99458 9.8 +"866" "medium" 1 0.635 0.07 16 86 0.99748 9.7 +"110" "medium" 1 0.785 0.52 37 153 0.9969 9.3 +"775" "medium" 1 0.4 0.3 2 45 0.99727 9.5 +"5303" "medium" 0 0.24 0.31 26 180 0.99884 9.1 +"1938" "medium" 0 0.26 0.4 12 139 0.9945 10.4 +"1283" "medium" 1 0.765 0 9 22 0.99619 10.9 +"5636" "medium" 0 0.33 0.22 40 177 0.99287 9.9 +"1474" "medium" 1 0.6 0.08 14 45 0.99336 11 +"3236" "medium" 0 0.49 0.49 29 149 0.9952 10 +"2262" "bad" 0 0.57 0.1 23 188 0.9972 9.2 +"2881" "good" 0 0.27 0.34 26 168 0.9911 12.1 +"892" "medium" 1 0.66 0.03 16 86 0.99743 9.7 +"2032" "good" 0 0.155 0.34 73.5 214 0.9934 9.9 +"129" "good" 1 0.59 0.16 3 16 0.9962 10.5 +"6375" "medium" 0 0.27 0.4 42 124 0.99204 10.1 +"1044" "good" 1 0.39 0.41 18 39 0.99859 10.9 +"540" "medium" 1 0.5 0.74 5 17 0.9996 11.2 +"3219" "good" 0 0.22 0.49 31 128 0.9928 11.3 +"3183" "medium" 0 0.18 0.74 54 168 0.9978 10.1 +"1895" "medium" 0 0.33 0.27 34 175 0.9934 9.4 +"2631" "medium" 0 0.34 0.29 45 232 0.9955 10 +"1354" "medium" 1 0.645 0.03 14 57 0.9969 10.3 +"655" "medium" 1 0.47 0.47 7 29 0.9979 9.5 +"4963" "medium" 0 0.22 0.28 47 90 0.98862 12.6 +"3040" "medium" 0 0.26 0.74 56 162 0.998 8.8 +"4729" "medium" 0 0.21 0.38 37 122 0.98972 12 +"6286" "bad" 0 0.63 0.04 25 133 0.99271 10.2 +"5823" "bad" 0 0.43 0.11 6 51 0.99076 11.2 +"4224" "medium" 0 0.21 0.37 20 80 0.99076 12 +"729" "medium" 1 0.57 0.02 4 11 0.997 9.5 +"719" "medium" 1 0.56 0.04 10 22 0.9976 9.6 +"5217" "medium" 0 0.29 0.33 20 117 0.99048 11.4 +"3569" "good" 0 0.41 0.3 49 164 0.9927 11.7 +"1447" "medium" 1 0.63 0.02 18 30 0.99712 9.8 +"1394" "medium" 1 0.52 0.25 19 59 0.99612 10.2 +"4794" "medium" 0 0.16 0.32 7 89 0.99111 11 +"1664" "medium" 0 0.24 0.27 31 122 0.9927 10.3 +"501" "medium" 1 0.52 0.25 14 38 0.9984 9 +"3668" "medium" 0 0.32 0.18 26 104 0.9906 11 +"3098" "medium" 0 0.27 0.49 23 86 0.9914 12.5 +"1080" "good" 1 0.3 0.68 37.5 278 0.99316 12.3 +"2266" "medium" 0 0.22 0.37 38 195 0.9908 12.5 +"186" "medium" 1 0.31 0.57 26 85 0.9971 9.7 +"5841" "medium" 0 0.27 0.29 62 140 0.99237 11.1 +"3375" "medium" 0 0.49 1 28 135 0.9973 12 +"1111" "medium" 1 0.53 0 6 14 0.99593 10 +"430" "medium" 1 0.84 0.63 13 35 0.9997 10.4 +"677" "medium" 1 0.4 0.41 7 17 0.9984 9.3 +"3973" "bad" 0 0.48 0.37 5 57 0.99256 10.4 +"6471" "medium" 0 0.2 0.4 20 98 0.9897 12.05 +"1021" "medium" 1 0.36 0.66 3 8 0.99642 11.9 +"3674" "medium" 0 0.22 0.28 51 180 0.9952 9.5 +"6203" "medium" 0 0.33 0.18 40 124 0.99114 11 +"2762" "good" 0 0.25 0.41 29 151 0.9946 10.2 +"572" "medium" 1 0.36 0.24 19 42 0.9946 11.7 +"5960" "medium" 0 0.28 0.35 31 148 0.99178 10.7 +"970" "medium" 1 0.56 0.09 7 22 0.99669 10.2 +"460" "bad" 1 0.58 0.66 10 47 1.0008 9 +"4630" "good" 0 0.47 0.29 22 142 0.99518 12 +"5655" "medium" 0 0.3 0.27 22 97 0.99314 11.7 +"5365" "medium" 0 0.4 0.17 59 186 0.99754 9.4 +"2020" "good" 0 0.22 0.31 41 136 0.9898 12.7 +"3275" "medium" 0 0.27 0.32 65 224 0.9961 8.9 +"5150" "medium" 0 0.14 0.32 48 116 0.99218 10 +"3265" "good" 0 0.13 0.37 48 114 0.9911 11.5 +"3328" "medium" 0 0.3 0.24 35 116 0.9953 9.4 +"3925" "medium" 0 0.35 0.17 7 119 0.99297 9.7 +"1265" "medium" 1 0.37 0.32 26 51 0.99456 11.8 +"768" "medium" 1 0.6 0.32 13 98 0.99938 9.5 +"670" "medium" 1 0.34 0.45 6 15 0.9988 9.2 +"1156" "medium" 1 0.6 0.25 9 38 0.99616 9.8 +"2275" "medium" 0 0.28 0.25 44 201 0.9955 9.1 +"974" "medium" 1 0.34 0.44 6 12 0.99605 10.7 diff --git a/Projet.Rmd b/Projet.Rmd index 663435f..72d0a6f 100644 --- a/Projet.Rmd +++ b/Projet.Rmd @@ -139,19 +139,72 @@ ggplot(melt(T[19:36]),aes(x=variable,y=value))+ On voit que même sans réduire les données, chaque variable s'exprime environ avec la même intensité. -# TODO : RAJOUTER LES BOXPLOTS PAIRE QUANTITATIF QUALITATIF POUR DECELER UNE CORRELATION +# TODO : RAJOUTER LES BOXPLOTS PAIRE QUANTITATIF QUALITATIF POUR DECELER UNE CORRELATION, INUTILE ```{r} +T$T2_6H_R2 +T$T3_6H_R1 + +# traitement 1 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT1))+ + geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R2,x=T$ExpT1))+ + geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT2))+ + geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R2,x=T$ExpT2))+ + geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R1,x=T$ExpT3))+ + geom_boxplot() +ggplot(T,aes(y=T$T1_6H_R2,x=T$ExpT3))+ + geom_boxplot() + +# traitement 2 corrélation avec l'expression des genes du T1 T2 et T3 + +ggplot(T,aes(y=T$T2_6H_R1,x=T$ExpT1))+ + geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R2,x=T$ExpT1))+ + geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R1,x=T$ExpT2))+ + geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R2,x=T$ExpT2))+ + geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R1,x=T$ExpT3))+ + geom_boxplot() +ggplot(T,aes(y=T$T2_6H_R2,x=T$ExpT3))+ + geom_boxplot() + +# traitement 2 corrélation avec l'expression des genes du T1 T2 et T3 +ggplot(T,aes(y=T$T3_6H_R1,x=T$ExpT1))+ + geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R2,x=T$ExpT1))+ + geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R1,x=T$ExpT2))+ + geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R2,x=T$ExpT2))+ + geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R1,x=T$ExpT3))+ + geom_boxplot() +ggplot(T,aes(y=T$T3_6H_R2,x=T$ExpT3))+ + geom_boxplot() + ``` +Analyse des boxplots : +- traitement 1 (réplicats 1 et 2) +On voit que les genes qui se sont exprimés au traitement 1 se sont exprimé à peu près de la même façons au traitement 2 +Au traitement 3, ceux qui se étaient sur-exprimés au T1 ont affiché aucun changement relatif d'expression par rapport à l'absence de traitement. Ceux qui n'avaient pas changés d'expression se sont sous exprimé ou sur exprimé. Le traitement 3 cible donc des genes différents du traitement 1. + + + ## Analyse bi-dimensionnelle ### matrice de correlation des variables quantitatives -```{r, fig.height = 17} +```{r, fig.height = 18} cr = cor(T[-c(37:39)]) corrplot(cr,method="ellipse", type="lower", bg = "lightgrey") ``` @@ -161,8 +214,6 @@ corrplot(cr,method="ellipse", type="lower", bg = "lightgrey") ### Regression linéaire des variables 2 à 2 ??? -### boxplots pour comparer les variables qualit au quantitatives - ### librairie biostatR A l'aide de la fonction `eta2()` de la librairie `BioStatR`, calculez le rapport de corrélation $\eta^2$ entre chaque variable quantitative et la variable *Type*. Commentez. Faites de même avec la variable *Qualité*. (extrait tp vin)