From 5ff2f0b93bd5e353260cceb2d059a00a12637511 Mon Sep 17 00:00:00 2001 From: helly25 <6420169+helly25@users.noreply.github.com> Date: Sat, 31 Oct 2026 21:06:11 +0000 Subject: [PATCH] Avoid Abseil hardware-clock calibration during worker startup --- .bazelrc | 7 + .../abseil-steady-clock-20261031.json.gz | Bin 0 -> 80311 bytes ...abseil-steady-clock-macos-20261031.json.gz | Bin 0 -> 77237 bytes docs/performance-analysis.md | 122 ++++++++++++++++++ 4 files changed, 129 insertions(+) create mode 100644 docs/benchmarks/abseil-steady-clock-20261031.json.gz create mode 100644 docs/benchmarks/abseil-steady-clock-macos-20261031.json.gz diff --git a/.bazelrc b/.bazelrc index e83583e00d9..831d59903f8 100644 --- a/.bazelrc +++ b/.bazelrc @@ -35,6 +35,13 @@ common --define absl=1 # xff is a C++23 project. common --cxxopt=-std=c++23 --host_cxxopt=-std=c++23 +# Use Abseil's steady clock instead of calibrating a hardware cycle counter. +# The calibration fallback can sleep during the first contended mutex operation +# on Linux. Keep target and exec configurations consistent; macOS already uses +# this clock by default. +common --copt=-DABSL_USE_UNSCALED_CYCLECLOCK=0 +common --host_copt=-DABSL_USE_UNSCALED_CYCLECLOCK=0 + # Warnings policy: everything we control compiles with ALL warnings as errors (-Wextra and # -Wpedantic on top of the toolchain's -Wall), while genuinely third-party code keeps its warnings # non-fatal. "We control" includes the composable extras and the shared extras API: they are diff --git a/docs/benchmarks/abseil-steady-clock-20261031.json.gz b/docs/benchmarks/abseil-steady-clock-20261031.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..9cf9b1172068df6e671cfd161a17bed78b23fa80 GIT binary patch literal 80311 zcmV)7K*zryiwFP!00002|Lnb8k7d_!CHU@NLHOB9@A!@w!w)^~1_l^o=E3NPL8Bq$ zS6LiOq(D;L@-+ItckC=yku9pC0<@`~Knahu?ksFs=3OyT|W;_thW2`}Y3v z`|tnZt8Z?9`1-#+e)aC#@BZ!YAOHM#|M&m>_Uj+M`u>N<+lPPu?fvh+z5lm=`0Bsk ze)oqz{qd{(iubqQJv=^q^~cBWzWQ&s-+g`i%@2QnpC9!fzWVx`A0EHUkNw~BPvfia zZ~ySe-#_M8|HI?$H($NG%`f-;4`10oeD%ZczI%N9YW|h4zRj=nT|V;dpMLn`pMLo2 zU;dB(fTCaJ=fD5A{2E_>^YHk`$NZmfe)#>rzkhMl-17%``0m?({q~z5U*;eG^phRO zdjrAy-|+o!^!_(~|C_x3P2c}!?|<|6zr{ymef!<*eSZA>!vEvF$@6{v0OR97&wumv z`v?9uVBE8e#}NZmNJt-OJfe?Bk@0|hcZ+uhIPTu%*?h<2@h({69nk}`z0><2-|G8U zbere$c7D~tbj$Y-^yvPOXIY5_^MFIh-Mhzk_qXuyj_=+Xhu|&ftv>32y9beXsyrCt zr>~kP>xVSrmXG@MHUH<2$MEjEZ*L#`&v4Z$clY@T;db2lJMjl1c4Jc{y?q>lb`Ov8 zFyfs^ki-a9%J0jMIOtt|w|l*A6?n(*Odjz8{E_ia`0kN4@{b4I4jcUL-Xk90jr+TY zcVu^-KN`FPy1x|wwFkdym0$f)FReoOj9DHA#yh>EN0xgxl>EM)9~AGwIRC!~x_cCp z`+R}-evgmzXbSo8ynlz+&5~bW{w==;w7Yyb&%57RezgY=y@fHuM4p%jORJ2$Y-LgDfHOsI5sMqe00A97rfO}HrG5GdT?$z_BcsK6!{xL|?Gu*!uynpa}Vn5==GTUAK$o<+)e5%@YCs?%kb*JZL<;lX0(k-Ul-cgFNvuZXftzSa|xE z{PTDDX(aBh+T~Y&)JwYnzF--A%;THRF~o-4$3wo0N9Q{Px4fh21oZaZUHZ4Mj8}wr z_wR1gIWV)ld*|%eEtBsm(x-sm-v;N`xr6j64|kfDa(R@y@!${B^Na_v$NT)M59xZ| z-RDV~uHr$jTjtk()W5LIHyKDD^T_z0m9JWc-tp~y+)J93=n>{Cyd%A{bZ4aTczbu7 zpZtE@-sb;3+`rQYpI(C==6kxmdoCVj-0+8YxB1fY9A_B0y}!+C^B|fp@b-@E;o*Ly z@6GR!FZSL2e9Lx=0*1GKpDy&OWq$QX{R_+7|L*qdZ|0fdXCe~5_wkt!^1F9v>AoCB zAl=>NL7!J452ZqeSoQRJ`TpOb@Z(+jz%YE~#K;3YTK=TBw~zV`-^Kmy?OjkFmRpOA z6P_R2GK}Bz<2}4{3cAgh;o~6~(|&}{M5JH&QQzC;Z+^7R-`;)wP3CGp&u9LSrh0m< zBVW!)XD;J5V_$xkbnBWv@z$9h-WjMnW&ZpQ^0hxa-1)8BBc(?*&2P@~Atimv6W<^9 z47lk+Azx7@8F3Lq0G+W}cx8PY{uDG~c&re!KhhJWuZNfBu-T-hTh5 z?;ih|$k&(=Qv!Azh3;>jOwzkm9)?+?dM zU*LV#`m^Knld1m8$A9zH&;IoNm3+#efBWBWfB*a6e*c*7@nL?6aWlqn918SzfBF2M zzJL7gx0$&9{NcZP3{y+Ct3u?z=B1depu&{VU{eCSul69h^lbW9vPmu z+aojlQ14_9LI^KfB;)e_6N12_lSSM!VUnF*#4oIlCiAS85u~`TO)D688J7( zP8P|Jqp|ahD8-URR9U%`MHqPRtr6FApOLUMN;TFH?vFM3Lj0IB@;6t$;K#J|(~`Fs zh^R$#x$ZX?g-a{9YcgPKGJBC5zkH!6%R=pB56n8qw>n*2vq)xd-pc6?;bGOld=aoV zxERW7)5_^;0Bbo_fzLm|m%t3oTLZJ$S_v3Poz6)5LEf9YnXVlXaqDCdF;y(*_jG_8 z@xko9vRU7o&FbJKix{Hl!MWSt{FRNK(6`_I;r(Y;A2TB|V4VLeKS8H6&HMNiXCY!A z9%B0Gso&jx^RJJ;{o~_z_wRAm-|$VO5rkYo(ZlWMc=Beb@grz_AlfLNKTkRM$^lhz zw*)Oi4FZ-evL9U&$H%#Jn5Vb0NMcp9E z`N;lT!|{ps(mk2IN(M#L-6PO8+#FaK6m%rvIZ1-O9-}IKAVAA%RP+)S{lFsy_!5ayjle6 zg~Qok5mV~b_L{xoa>=7dG>ciKRaxxAVy|Ca!;%Eddf^0_yuBrG0!FR8hQk znfz)MZX5#!d;}8l8MqP52Up-myoouMACZsGzr%7M-1uRd^gy&Ri*y`ijQ*lB`V8|` zA5gc5$$pElI%q4D04(#7z4NcI)(#H#RwEPvB-QlH_yGKMjA(_e`S8H4N8}>SKUecp zc{Zc=w)&RFJsAy0FF@Lq%lVld0FAf?x0NsSf zpyhN{zJSPVVu-vKqL*{89U!p9o8~IrR#RpJZ>t}L`pLd&3*mZ*h3| zWexkhMfglU=2Jle+MKGaRXqK0B#bDNM~NS?-p0^skS~vjE4*Q(>9@>tJEqn z%B$3ej1z6Kwt3-*a%hJ zJPxb_PrX<^g&pd-$d@p6q~N#!zaB7k)NMIwf{pT)U?T-H;fY2Yz0@jRa58@G)D4}e zyoewCMWBsC^bM&A4!lyIYLR?NZy?nTA=k9!hv(g(D#aYoH^eT$euh!v4|NL8@mf1)- zgV!T0G6JyKBwq}ALzNhXuwIjVL{>%ubikL8vYIS3`uGc2PRcVyy!(}7=tUzH$#!=6REt%8843;Z#jN$#SGHe$^A!w*A?&#^WV`cHvh$~VF%HANrFB^$VNRb`!1x#nL;Pv%`@<Y zXS=d|Y2piL;y}Kmy<2M8{3Is_}9e~;V- zqrRnVZo83S&ALuhsd+MeFD`CA2ip$zCTT=icbbjCRy9*!TkEa?otNsUBuKY6^s~%@md=F9Rv4 z44xc9KG#p|(C974*AA?U%PZ6t*JWS+QXIyGrG_|;Ai<1SG{^D<;S;v0@4ox?_QC%Q zm!RVttW!^^x^i7?2ULL&qgUf1Y``1p4EM|7QCFxb_PY@hlU|FV7*Qu|JR&{orXibd zzMQYh5wx$squJ^()$fdc0o~6$A`8MF_W7@|WxCDvL7O9ng1d1gOCZ;ml#b|-hx&=c zVPKG!(|hC3Ukx*_)WXck0X-hiJKgF=DPxokg7NuV#In3A58>Dm9H;GgU)Zq>ttsFa z!04HmhW#y7x7w}iWOfbomNO^qCMN*A8Hiz7bN-ZCBOHt;#QTkBQL z0ou#$(h;!?zh$6+;S0bU!Oh;1mY+OL(yMDB;kI|GWUbDF(F+T3&?q-8Sigkb0!O61 zDQg#+s3Y*kfdF;D+CKm7;f%~CZyA~U5yX-Yd&_<5h9tu1^;|{208yo^XHoqP`GNW^ zr!d9;kFNb?WOkM}Y;CnWBAF=EG=z>CDCkF+G}vr!g1^K;K%hF_6mOI;5coy@#sO$j z;cuK=k8`V7)2^H^{8QGc7x2c{*r%4En`s#?b~oONG3k?oZ^YYi5cH#O%-gX5uIcAL z?kQ$kW|J1C&%Ym>flrj*QU|1)eqZ{KOpxBPZPCrID*J%C)bIfUe)~5xE6mK_- zbzndE)5jb4u9shSNZ+d0cM#lIUxNH1DjroS&&Mk2=RfeN5U^S3!KKN>@TbNhaMZWc zk!{D!mtly^-!Kfd^CDmZdk3|g&P~ZM{Ybna_cp`uUfkP&f%ul92HgfM@{A9zSH*rN z{-`qCh@L;%$H~R#;6|ES<{y7O4>!V%BPsf92StXh*aT$_F* zV6PwHMLJ70Y-JIs@(<*lvCqEBqi_?dS_J6;zuIivlY&ULwmviVc99l7K$?0C^XdT_ zMp7=0FITi*ZjdrSE4UyAI#l;D;s7qXb`V=oI@Kbglr@2U_Bk93;<0srZ7Ri|d4LTN zZP3mJX}5a=AgHuWChWMeN<16e`^YFP> zwKLNvT+8%rh_=mdck1}qZF92BF%;+{GoRv>_Y_$kVlabgG@JKhI z_Ok-!FY!iq8g4J4j5fI&an4$+h10PpQOxS_R^!p;W9v9ldS5&>H&7^I)JNzKVAN6`hqs7doNELc1V7O-KC?|7nYP9F z@DRpJkfYp$qs<*tg84r?$s5P(uT$fQstz+=?n^$O=U+a1E=-ALo>nC^iDE(8EQhbt2@gDCRU14=nbp-X1-x0<+3-j18C~ya`I>hZ=NoV0!X9Ud0-ZQec7TB%B0iaOZ zJ$Rp+#F;pji^$~Eu$GUQBV7X~;RZZk+=~;CcmsokW@_O-j;S36M!v?HHOZVK*?3pj z$xaO~A=9XWDSXMUv|*MD^1rPtGPP4;D|9gM%-qV1IIIdC$N{?s?FN_7s9O699MJjd zMoqwTTv2u|U$Eh+m74R21aYzT#li8}Yf>>pNL6STi;`4VA3YbF@RT^mBK&w|S)ujB z)&aO9#w@>fRy($cvSldjvrfX=+s11Jbu6&-RY_kONC zdoGGcfKk(*eZmq4)p5sh?h`X7mbfe)LSCN(Tx*JDbi`hWtP%?C?P>6u`f64~t?rOb zbZD!)T_ad(XAzY2wpIM`a@=VL!O|2+UxPXv{ z9t%Of!VWfigzX&X;zeGZZjzdF<9KhEILm20^;SA&QBuX1_yBzwwMpXF$shpCWsn*U z0I6ND*QLpnajSSU$Ku3aGjX>G+h;CS1!euS7Y|{YBOX-=A{|g4z8_1ZA4bl-T3)J% zUPat^Kk0|+oYZOs&8ooG`Qb6*^JRNPHmP#lgB~Cf*llfNLT-U&;T^5RD0J=x^~n{? zTS>_-^Sx8az~xDi(5eP2gVZM2^s% zRfkTUjG;XCGS*#TbUxK^d0rZXsyt#|np2UA9)Vbyv}QYEPNgw^cxXQEb7jw;8AA{-zjqSh;Q&lkjdVb_6YKOMN-fsNuDwCR`d}$8Yw`iBVvs}tlKW~vQ z!5~A*8<2VcXY8vatJ_dUA7SP5b4kYgIi@O{xxANe)DeQKX^>tPnN9QZm5MLGA}R>6 z7es<{!)h_Y_X3S;YbxD1QS;XLkh&i^z_UV((W~U)04SHm2N)#3f2)dz48qEeb-zUj zhmBrPW1iW)(CeCX;(>FoWvDTne_EP;4s>J-r4KWW^1@If+@J=l8Hp2!>%oxY@vGJ8 zNMPt&mVy25jZDeNHw-rY@HG~wqtXZX)^7Asv(6$Y-x|^{V4x%~GL_>m900I2TiP14 zu0eUjc>zU>UY^w_%ga`atchsmO&rk+VMD7IHsb&}z-G*j=~=;J@2n@SWvyTYc$&#Z z3#iW%uzUd%_8LO|rb9{H0#Tk3(Kp;&>Nh@}g`w;{BWujd{Vc*RTrYYKX!Vd;v!N=18wEZw>iFz|IW+iaOl6cox@6ZmLu;tV*zkga@SXmeHw`LB>R2 zcdp|g4Lh}-_2i`~M;apg?BOB?l(BU|2}x{C$_)g^S@6an71~O;HvHV&d=n_B(l}n> z+xzub%7}UNVk?|AP0=Ekx25&i@F$*;^m$dBU^4i9{v!o}$WEZa9S(%T5VGD82X zMKli3M^tPz^%>;6SG8;eoq8c7Bx?@X8-4NAv(hmWO4)lxnhXXPc^mUkcqV0+K;qBg z#*hG_3f%Y`)0@f830Wzqj1T3@VQ}MX2v|=JQ!V3bM4!Jl$RN~VW$fgL`L%A9F@=rI zb>LF4QFdxo84m~E+U~=(Zl7}cs!lL{rlD2Y!+iOleGZ>jh8=cx$Pw36xw;V*G63%F zkmF@?^9!x5pjIF~1+o9c-F|xFgs)!j}3iN)4+#XZjf%aC#sAm><$Xi2~LKeTyBETodr1PC_mAn9s zGxyH{z_~2nttbmKY;tO_-UEc{4pu*Zw&3u+c|L$b6CtiD>?ltSgAb6RJcB#t!6Co4 zfPINO+6`k&@_S|t@nd1fR}ih9vIbk14DfPn@?46UQ)0-gx>H!3>bw5zsXFF!xNom= z42t==2S9^ytKvHfu3er98?>@WUgy0>WG!728`2AGa~^x)M_DU!bdHhtaw9gjmVGE| zN{8)w7%-?x44dzAKQhqHi%^)9ho)9x)C_FMF7QRYp09WP_}N1qA(YlWbYY?SaYmm_@=lcn1jX#L{YBG zR1X1>7r{opaYCfbtumj<_`Q|KalHOgHIIO;>eMQ}wp2}18oX06JoOEB!mo>B%-!fa zn4rw?a>Xq?YZif6Lrru_gLFD5o@afhQ&nE$BQVH(xzp8Ah`qi9*Q7A}p(dodl~YW4 zE$+7SuH>0s?gU2iC*(6%G@PG*RDlsfDmS;TJbSKzNA%&k^{8Z_)MSwS0LT$1m{Z*Y zv^Zdzt=YsQ5C&PbZR`gyeW=aeS0jt$ab~ZoKd@@K99-o04{U|9$sEet2^iqz=JB}z z1I)yds{F!P+Aqxd@tG%N0nre)VoN4^YDAVMIm}Lj1g%Bs{ExL72c0NWnOPZ*>h5&g z9ZkD{jjf~9iv-ID_PdH8B*CzsaXelJAyM*U`p417cnOXiHxBB?8NyuH5t&y$6cuEq}>Rlj(z0uh8)N6&g#uRf<8>3uYm+D$a7bKK8s}E}uQs)-4dEx2ta5 zh95yJJE)U>AWX!CwvNB~SW9EbIeImMGU?sApWth#ZM$28M7Z~i7_3c5h95+1R|Y3h z2wx1} z9(gNK9vv!Mo5^a66SdtyNy)0&iW8*iUCNo-m1j@2@0530y=s^%YwgdE9{??Sl}rR% zp)3}|_TC{mb;8C%^B(QANUQ<-dH%4~Bq@h+z}CpKcx$>1q~|Z+i%p6{6RL*;z)2&e zs4w~N7f$HLvjcg6v^=^}4@baw=JpUsRxn$AFJ2;-r}8v;P<;4SmK|86H)v=P+sni> z)@a}l#1B5vBI3N6<$Fy%zTE(v2ncVb*+D$@HW19Tw%TTfQOEGFJo^hIt46KbV4Qau zwxW^2)I-~sfh`ZUVd;K*0s+#Xq? z0#rxzFHy@4V?50i6^G@=k?OR89-xHA%A-?4KLy|;cH$_j^99{dgFGYSQo{K8GeVy~ z=ew~HQ`wKe0g8%5*on4U^Ul=I$N|c%?O5>Db&RN5xL;|y|uIE~RwTf-#_fpX16_nN9&LHhlSp&Ib4El9}W{qQ( zkzlj}2}W8(%gO8kXN1fG-wtaWH|h1}64(b65wDBVq;JWyELR}OzXlueh9~JJAbF6+ zz+^f*5?8%b|pN0RIdsA@7l+Ddtm&f3mx z5t#faF4iQ4b3>-uxml)qZ!=jWcAAT0K5^?lk~bZqAGjS z_-LYLd<5WVQ*5N1y&X^(r_-fY$qGk}jq3gVi!Y$3K|n5V2uk-$XlK!5ZwbLRn@h^j zjH8Yf9I&5HQ>%`9oe|WsAE5&}U(E!<=NT`%5gYq+6`FjIt!f@*tj{GKu#n$Q2HO

1R{*%v>k)wU32C ziZ8;m4&Phop`06oorEprBN7M9();9%Xl0Q>S}tq&On2r8z>z0KTiIOu%VM5Hg1x#L zE?7@z576fsBU;Vbn}BZJnZ1(FynIH|$Mp(BZo5Z5>D)j8+t9uFJ;1s1`%Gq?wpwJ# z9&_)$l|3@ME+;Am@dYe&kq)JD=sjRex?R_Tx!&pX1NvH7ZRwkWjm$rbw0{jT4h6Y3 z`*^WJJ#I3sBEcZXsYI$fF-Cgz6>19ikiCQqu%?!QoUA%sgDCqOd^&0T z8(D-xVK8kyBf2(AqRQIJkBngBy#!HsZqFKdZ;BXW{;Y5&^@{^A#=zlKR)X|K`1#LO zcnr3kP6jS_etuypR;iPGO1hXl(mOFm0FF~LH3TqIY&|23oIu@>`4CX4>cqnVd@uPv zxYZf)z|AVx!{XFy!!bAQt5c0qY*2z z8`B0u@uPtCb=Yx+p;20<{*BoU#H4Nva>u>P)bu7A*H2uqT87#9O!KdwSo$dVUjAfc zIydk*=_F&TMHXXlH)Wkn=85Xy^Z|tZ-PD)n&K6Xa;pqrchHg^MfPTsS{Htya4Ovqx zp0W;|&InAhyz8}TVc#Mn$wzovseJ1K{YAa2ATDZDxo zn$f&o6SAIqR5rw_vSt8y!0d3hA*B!&*^0{oQWIsSPpy)(0MxxGq@Npw92QlfZx~0^ zgx$urLY=FleEMeu1i<1&CF^k$m@(idCF@@TAaP(GAje5>aPZvYD+pPG8}2QWWl^qd4lH$=Sb`^P zXQxFt*5pK8uoc{vRXZWRr9Ni2`5b)WbS+v$$LCL8$T-*hY_A_#L)%bVDOYEFP}*w{ zwNqajuuPD)_A!Lk)KgIB2x83bVl00a<2T^CgO%wgNNWOscx-&7u8uPdmBy3^-IByZ}0Yo37uj z$*i*OT@T(`o1-jgW1k3 zOp6m;aS^l1!if?Rax_lOIAH9?7o(kjPxj-jtWouucC4aVezP3fA(B( z3gnyRovcZENpb$NMF>Z$UIsdq<(lb|KlS;ea{25pq-{exZSgQcl&N5p{0o>MmLROE z4`s$n^`mlbM2XQdr=_Z47OqeihPnfANwTPoxlM!?@PIlIEm~DY7^6P0V+ZJE7&&(u zbDLskE>!_I0jUGFEN3Q>0g{ZC#h^Vn>Qm{b^>O_x&z@?J0j55} z)~4B-_IJ1aFhB|4I>H07xO%JZor-Cg`XbdP5W;?fly1CKGahH4*m-9_7h#3)!#7-B zL@8%x{u99Rm*6A~3zQE4CcS`7YTRhRoH3R#$KZpp$=BG*CexZU{1a*tP)AtS2vWMa z5hhoSo%05IIU{v0+*W3+k?K)#uOAinChp`DQA)W2Q$Ig_UN(#naLVnsQz@G8G`2 z)Ye=5hmEGk*a`QkF#eG72e^SYM{-HSysn1b1ZzOT%^h`2P z4yhtb9_2|DQKK_UwQ^o&ERGlu*X?rU*|%Du`@2uPNvzea1!REwB_J+4(%eDk)|0m;i}-%6L{6MZglS>K3E%G7^X zo;{TU38%9Ymh!+`)cZecC&qvR$64S>BN7|~5P=Df zv9pVaMr+f7q@&e5sSgV+tGg1_2YVt;y|intxR;5>Vy)q97`-kJc}>HmY!Q`{TO@F+ z0^eF)ly?`jl{GlHDkZK%>r8OSr{3+(f_HQG)Q2{4u0_1kOi}ftO7?ZU(ri+UlyOPE)lJ=G#}8pZ{; zay5~k+PyLa!PdP6vZcWTOE=Vt&Wlt5t4m_4QolR8RP8vaciQaElb)f_s=PC_e}Q>6 z>%5gk0&%l9Srd45p0wsQuJ% zBm-EvKBNN*#D141OMflLX*?iKx653nc4L`Uk?9M_Zq?1OTnOnxA+!X*xn^3~>8NDB z;boN@(gW5Pj#C~eL6UGo={+K@p^bkrL+Q#IR@vzuHyU}~X7D1gbk_%ClCQASO+r>9 z^L>)nGO4$I@YI_OBuG^a)ZumVXVkSdvTjkCCe0%590DU=6A(^&V5gPt{QPrdu*%5k z_30E{WaMntFC>~xp(+>$^>Q%Zznz)Niip!P)v-Z3fOp1KxD#?Pj|x>;&tM^sgVj8) z88k=vX{bt7iYTxkkh|t}Cn-)VuN$KE#6@928AsZ+-gjY^lqoru71~Ixew>`n+>OrT zbY-#f*QGUUlgizCjKmZuSdHFwK5fLcjoxl346zQ!vZU^UUDndQZkx_Ta{#Dnmk|q- zrfz3$N)vf_HQgIdUJq3uXXd)i69YljevxB+o^Xx%shx+BfkEXcy^!;*iHCMmGRTWG zv?^wvMPj{5fVKXjS+MBaVViWr6Bha?;LUms+ni55@fQd+``r#-CAb zmjrHK7f=&!7LfhlrK}N- z8v8F#0Cd{fOLu||gzCm$`uEPZ?DT=AruyGN70EwPFO6!Ah*Ff{&#!@VQCROK?Wn z1?pYux+?hKGiSPBpkdYhHAAjb<}U5otD;e>t#Z*?`Ml7#hqaS3dJzvqFz8NpEtI7( zL!G)6t#+p+@&oM^j`uZ-z-Xq&lbLRriXn%JZv<7999ie`7>l};i~ znlF~B>Q+!+p&?z8#%Kr4sb$EpDyDMTJ$`||!`3|SWT9!4+|HJeRX2bM7D(L38bT)! zoeE}6-%C5IAVGvCF86>v@?g2F@}BLE_yX**q&wfQkp=-mWp&#H-k{58Up`K5t++uM z1lhQ{(>Ut2!R52RaL>qF(Ff&w;;lL~Y3ew&MIsEmOpjBiBL;vqPt8_%)a zD(pR^JT7Lu)LpcEQ>_NLHOP$1gD+Gbd{J3SUChy1Elt}1;cB0rP`$p>xFj}i7Tyfm zM8UFxYklz2*5()HaP&T4o_*QH z(3Bl-bYik3sgDA2U7p_704r00R+AlB#&w&=c4aGrDEz1g(f6BhxM|hb&p}%u7rkrp~RTwn;M^_3HS8 zjhsbILDeueq)tIF{LCRMeQk!_DsJUbZ{PZ2$a05HZSAKMQ_cQR zp}uTSvQ|fNrcj-(Qb-J}_O+v4VA5ielZP>)S5(rWWfp>ZR1)ANtj1J(sW4|B*d zvig#e(qe@Pc$5ZR3GlR=5jfmm76hW3bUni3;|!<2jCh*apvjapRWvt?l#f^6E*G%! zCK6jc=SA{!@5fFN-Kt$KS+-u_{9fxw_S=B;43AZ>dnsA{0x6F0smC2$rc_eRFsiVB zg-w~P(@vi}MbauXPW6erE6@JIL|%G!?sQa$sLGpvW!Q5EO+!}Ft-LJ-mRIki&YN`k z?5UO=vw9uFckU7BrFiDa+$>vp0sm5J;DvS@(dWBw?&iLgev3xnnW-&cPK#H^WI*e4 zRl2tJHx+<7sq1EP7g|MOf?N;Jcu4}hmZDwV?pAie&6k%&iIY`)vyBfklt2HA? zozwfuvu{O^Q(QlHPg}?bi~K`5Fu8`I5$v zGC5{BJgYBm4m4X6wYf09GZy(`ERv}t&}pGKL%^lr%Co6$J&}`OU85>M>oncr(|uGa zG9l{iA`4kFj5>O&fke+}TI~S<*M}G`pMB9V6y(xtyiB7k6l-1%(m&U=tL3}R*c{+V z__KIoux^+u&z`EAW(Z`}?csd3-jZfmi%OJLW+%gtX^i4k62VxYf!8Li1^e+#CeM1V zDkEEOTFV**p!(zt?lkxT1IpV==(I3g24}7+$qj0{9Q7F?^fN~)Mw^7)TM4Ro?eZ9s z_u9%Qt!8_mS{LLXq%+6v^tD3~w-TlBsYg91rdo2f2}x3)RUKkyChcNJrYK8-LcKdX zaLF*DV6A3V%_yo((CS%%n;)SLA3M5ee!mYFaY zx4`viSo0Ou(2+o_#&MmA2CLbda@0Bn9j=3!iqGvv$S$n#vtW1RQHO39`KIbYL>2lj^uCQF-JpQ@bTq zb7Rh&p;4%gAxtLKHFPSw7*#s;QgHy4*Yk0ddG62&@XRZH&ViR(iO(_{m(Ppnnulo@ zk}$Kkax0(9n*#Y|nVNW*1E9?qYUQ~^t-56}S)-E?6>7CifT(4ycgL#t0YP7*lVSE& zV(&Ukq3D(=)A@RWv&6t}g41QSQhUE-p?%IPUkb!LdtkyA!xdyk)JdsL(rb8?Qj*Ke zi8z$c%;g}K85c{L{lm-QiWfa^GcE_sNY3RwYbr}OAcLJb?-L6qFRzG}!A{JZw1!2% z?Dlp-fk70ihS9QNfFpPN;@c#-iJ2=03+CVP zPafd}dy{R+#ZWuR z*QH@5uVnGW7?!b4P*zn3tlZe(%OuDZ|?G&7o$fG*0 zsO9Y(&=|DjdKo)yTTBW~(_%<+52<^YC9-3g+_iENs1wQO&}lW0M?LfNC4Jtk^}qUU$p37|5HY#60O_v54uZhnK-|Tf1girJ*-EF+9f?go^QMl*fyJ$I_B| z`XB2=osDx(#jEoo`Qht6#+Ei!+MO5*$kc-O=fre*?S3J{VS!GOTn(+*{$EY~aOo-; zpmM9~(y(Y3BrMwnaP7dTvS}+9BT{Dc4X+!9Ox9e?$in*#(N3fr9~q#>hh_AuE9*D~ zhQfX-gRa1w;|3)?toT$`M-2!)9OpcKSADK}iE44Gb1v!^PfDJ@HQ=h5&$YRXGK!>L zprgDUC=N@LB6;9u@2!tvCPi~_5r@cIRkllvwX}}76J225q^CTye3QI>lWg%Oxi-Sa z^S}fF6r;3;l?|hTYf+lCQ+MAaZR15j0?dTBe3hof*TC^CVMnVI6AOm1YWgA=w1fd` zP$zz~JTA^sT&9JH@(zZOFZSOoIw{^6XPy~FdU>cjn6bp@C6lP|Ec}~BBwEdHMqTtn zvnX4P z>U3h1GV!bBH^^RIVrMs4>v0Q#ck(gHsMQ)OFI}}~po5p@I=l5HZH_WpF(XDA^%@FL z*PO56QJN^VC3d!b}t0pu_Rb!T+4drNPVAsl=ZgF)V=6=qdcc)>}$g!h|mZIj@iD5;{4(hVqCQg3|KSF zRIqPk7<;-))uh*~Y?oMUN%jgz5krZKtb!0x-hG?ApL$~KD&{mA29-g*YMFG6tME+K zK+J9mIF#}6>Q(aLYrePHU}yN`p`;=VoauVm_bM-r0{7}o#%v*4apnwoj4DKxj&uxM1tqAb(C}BHM;t4jmtDlRz9O>7?1LP zzq*gLj;=zw!cP8YFh@1{8>4)c=(0KU3rX=DVQgd=oQ(d(^0K}KX8Hd8%#qxl1goIz zVx;b3){tOzLGI*YEHAg#s)adp2IZh+dgd-%1z$=1PCOYgFH&ID!CdKx zKWi89wPmLRQ{ocb8GeIAJopmH{0Z(1yRppVgXbCT-=pUytGlU{p` z9kTqpl#F?<{Z?N|wzXYt9A?8iEewJ(U-q1zE4ZONsRseFf<(aNkoHF52*M&iP_fG- zRHoC*_rDU2fG1^Vqtz79{58ttw^rZ4@TH+wP#M^Xvmew(Xi>omz+mAn*-E5_*|3vF zwLrQ_Gplkp#VD(&%=LI(@-peLwbf-Jx}4ts%;aTS+D@5*3Dl{u#&mmLt&^b6 zvzXRiiA$K7)$FP?Ix&cfR;2s#Q6|nqf+a;FkW44>aQdcAh-XHNOh~LcbE(R!dUns9d6&hN;yFodWt) zSc&SgX_QAt=78T)rbC&fcUoxA+7UR4>l$;?r0iwZ7<)37W2*t!yh&9-tJ$ZcQ76q< z8%_gC56s-_E{PY_Isu}d>iDAn<-yR2Pb7~)9t0{T$N5_8mWf5nWChk~;s{u1Xmzp% zE*k^STSk2;o5>9DFhP+L_z8By`56N764?Bi5If(b1Cm)4{|J)40DnGx$+^EOPE)>| z4o5#c%hazne2HZb^NSNV3QT!qFtE6SfGk{1^VDR-(wR~4PBX%eF|~+_y-Lxt#H~R9 zt=*=KkBxX}Y|xtUVK!SS2AC&TZR_X8S=?Wa}E^L=j@zRa~-){%Xog4 zWQ~Y0gXdgu>=U?DSi_4X)DuCd9w-f18xa6hq((FOI`>ecNJTjDiSn6Yprw$WiOvjm zeJm5oGlwZol^9`tV$Ih|2Y}H@13>eK%_F1Lb@wvi=@n(9mygVlUaU1!C(Ww;UWsx` zA&*SxT0}SRG;i}%`;wN&`O3MDUebBLY#51FSf4=#n?Y5fk#bAHIB>DnM5RV50BS@~ z&5rZDmqAb!)U}ZPR5rZj!n@qerUs3dRNK|(#Syd*80bq7=+oj)I+c0$^0xgLTaLs) z4_|l}HB~JN)1X)R>>W+3!auKOZQ}MT$Y*(R^qkfSTpNt8SYsh%QM(4unVWcaSu;C>~O{)K`nCgW72%jEf=Dp?J4b^m=t2-+<2_B$%K|n_C9?Xo{OJofehRsgD3M@mPs+gS%QwOS)r<-3G#Ye&Yg71KS;dau~UtqE^Fnp(O3OU=S!BrCkug7vjBx)3JY}9EMW(`059OIu z%3>#Tcq4#s3h3l{D&DiOx@91IE&a2}P148%A!W71<^9Vj`(`Fx^v%(VCpN2q8P2N$ zmzUCM&vPb>#rBJYjZT(9!n{mH;c~ka#(h5j)5Xl#pcNZFfCp76=-`r9?)h-;xOQZi z2pe(G&0(mi08&KDu`K8_)7-^)&aJp&Au~XZq6QQQQ`s^y7HbBlxdGIPH_KS6%FDA= zUbYM_HWCh8XRa;4>kT8=Bo%%h`vkg?G?rgM*YMH^|P7ei}GyR27Du%DAxOSliX0;iFL-7lt#2lxG~JIuns; z4=m0^=*0Oti7&H9wI!DkyWYlC;hxg+%j`3 z-lc%DfP@1qcIB8yE8%;{7gZeUcV(0xXYBv1Ty9@?8E@7+DNj z+G@W$JhO{pGZUdc81O_2v4($+DGJ``HqjHoPI1h}%W5r?W{u9=0JnfyBvoNPsu!Ap z%bniQNjShD%%V7eL__O~%m%RLfn}mdjr`06*Nmbnd+AY60#A)ipW|? z*v%azZwY^z-GG6J{|IdA)z$a7(airyE+4u;KjX#(f;@jJ2NR*=;m^ZY-*wChj-sSF z=g(jCy=Yl?EnOrTY1dYJbQzMoxDiGi)$$t^QI_fgnQ(g}z=kzruow3c%A|ZSSy6q> zE}7pos+V}GA4O3aiX^nU;hkS}@Y-FnbZ33;60;LB6!#G(Z*GTm>+rQ$vqYI*C)L}T?X z4Q*6Mau8&$U&9_`Ze~}#%+zmN%w+)1Lj5V3=1i9E+JPb-)f8|JHQAckFwfIybkioi zWs%Ex0JPWPW<*=(PKu9&zf<6jPmXsm1rKWfT^jb5?EEDASqRR#K$jpesxA z&w6LORFV3HBcsu2n2&*NXc4jD2{#ojqi$=Kkujys8U^&pmVm{{*vtV9>TYI{%f_RX zq#@_so+@6&ii*m&DRaOzz63!w>$KrL^H|av%*T@ns~EI}RpQKNM)Fr?Y*6$wf>gzA zVlZ^6HA@I6>&+b0j1LH?$TbL*`6lx;9P#6rD84iSN;k8j2+5z#h<)ff2Kvoo+V{c# z?0;6i#6Vwr`~67|7mD;6W0aTQuRQwFVUa1Y)+kyJ5O*#5m$|M%WxLoCE-YD|bkdiY zGvngLX|=hLSUWIFM}=C^H%>KF zc~o^LWhvon&%SJ!xfC}#8HO)^f@kjz?7ur%tZFZBGNm(O>)lymfz2c0od_7`5y|X; zs%K>Ek2uqvoMoFmOC6hucQv7dx~p-JQ=cQrQlL0Yln=`RzNVc;rs#_8^fdx&*)2;a zC~AskqfoUPGKPAbUMimR#Y|7u$q9##($YaaEa{p>6iL0+QJE4tTPZ0Z$RfPGcX_FebV+^6;XA&6-`_Ql9;W!zNGC z2iWntJo}BzE&zRe>IH40alZ14XIrBhk0%UMJ}#Hf{z5#KPUAsy zF9|cJC>jRJyGc(gUMq&t{1n*BFjfX`!651Gpim_IDpbWUc68D=-o&@T2 zy@Y`3`JLADJHj}(C!R@!RD-r)J!p5iWuIu5Niz>yBh+Gv6wzscEkFN2g=){$>#hZ5 zEp&^w+Qc7onVG!W2mz}HDiSy|`kyDBE|xQ{}_T{StM(~E)=5)i%i1y>8rNLFU&3r09sM<#~lV5@}5j+50!F*25 z@!@dh;p^r@C^G-5rgh~}_c4BM%Mxq{vwzj+BF%j?FUO<-<#|gUYp(aeS&vUOjDS-E z!!+wi3ru>Os_PwfyDV0Y-G({@D05jY7D$82062}M&4_l0l}sT#FLwsYlkOyIgACnZ z@N_R)J}_xOug9b~v*+b-r}AuSnaORcj-MHT;mD-DT2)8Ac%&F>HIh0UG|9Xl<`f#n zRF2|Ok5;%g2-0nNLNJC}*)V0P)(qou=DB#u9{{R@4^-FDnL31P(Tc5;w)%KtJt~r1 zq+x>UhS9aWFQk*SdispH2UM(}2)ulg5ElDS$2sOtJTYus-Ef3aCaaxl=O;6 zs-rp)Qm5pfs9v19gqpj{QZ1o$)B$oGrydNE43b_{oKNQq3qi@6%=y-2)o(`RhZcBI zR{aK)0s?=TTN7@W{k^W~+?@oZ%~&VB`d;}|R2sZ<2b4UP3IwB8YU&fo3#!VDj_`Ws z61?PY4f12O%5^7`+Sb-}ke#`8o#6*AxsjerSy1Z%NC-}yvJ7OUtw+VyP)!wN?{#^y zM5_+5a{Z`G!O|tKGPMV>6HcWDQO#8h_irPqVf4ZjFcaHiz7KT;hWYHtPuXqwj6Z5_gt#)iLrw*S#O{)`%&Bm)Bf-ZI1o;Qpx7)H;W07FcPj`BdB zSsibXQ%sp1#G(*&a}Rq4>(PFZ&j3B^H?} zh-D^U9o^K0J%Yfs!K$e*<(+(sMO7$hj2Ly0*Ow%e#0jleG(tAqxq^;j{nEXcQOw~} z)#k&@rd(e^kGWL-!ldSJ6mEvINS0h|AAY1G!OK_JJ2&R~ej9_

97jGL<={1@Byh z)JwUOm;DHHL@$dl`A$EgV{M>J*{RbSMTVRFNU`^f=$Wx78$T!b_=Ne^E~85wsk-v)%Z3@^o#qaW z)oQ%(Rf_~J4ejQ)pRI#tus0QVBH@-2ee$}p3QrOK6a*~@?a3K=h%B@6gY zX}@K3)hgJ6bv-rpr5slypcR8qrnr|JNY9xi>iT<`%ddG{;#L}BW{B09C|Lj$XleWY zNbhn8pm~L^?bk#pb2#%MVi2<`-BQ*|^&sU-lf7yY)M<`v>Mhqhl2y&Z_fz+{bYiA_ zc_+j0EdI)3V|6|Pl_h0&8&6|uoz^K>tlDB4mqGc3T9ViDy)bQM7@@3gwJIxC?;y)rD>4NgyzCYrxRloWeVdg%F8DPVa+h8)Cuopk4)!bYyRR( z;YhRcz&FJ;Sz$s>A4W2-Dwf|+UYE?ZendaxC0G-0Al(z7J%Kx8H>?Tc^*75A4azg{ zRpo*Cg*6u2C36a-6Kw?zua0`pO@ew-7pI<%5%9@-Rc+ftodHJImIJzJ0!e0HUL`uY z!s_z;RRZ*Lb2Vg+xmAT(eUaj%8zI>wcQ03rzQ9~eYZTzdDA9{7h^)-i#`QaN<=Imy zQV4mJyKGsz)R`i6jgTx$M(VWPIOBA+U?h=+&WTu)n{>dsIT)0es=;(Yvtn)X4)VW^ zY9<69we^#y{XVR7a;^2U#bRQdjSR!e1p8qbTug1c&CnyxMpE@AVSR-dd2LCj8@EuF zm1I@<>O5Vxz@)Rrv_ErCZgpbVxvcB0btY^aYm}=p7gjs@UUMz8I$JEr;>4-&d&9J@<^TDgR?da5F%3UE;ZUF6G+NteJFww)!1(4Q zBE|alMIC?;So1tOMPC{L=9+hmcT(&az^PphGsmU2`LinMwm>PfMi8zuEVMF=5tY>s zi567;*7~=zwbE)#k-I={I2|x+r}7Mh2P~9Miv;R(T(Z;rCi<|Q z+t*X!@ywKw418t7^H*7f7im{#NziFrUewB(CP-25@yp`K*>Q%c4sOOUR*;$V@qp$l?4$c6JcaV)W)+NqY51ivUxHRyi_gn}S{|;lx?$GV zanc>Nnh5tf?Mvm>BUFPkIIV4+sOM#Dgi`q&&!}?ga~+I<{5jW7OqL;?1Z6!#Qh3!c zTn2n6CH;zBgoRr*2uy}+acbVY%qad^3}2T{4V^bmsoA`cRl|@ik%+4Xdar$Bh_d_9p=I|o02f#H)Bkh=!_)hO6^kh4y8FqBG}el! zO#M1x5hf&6oo}+TWCP$>()CbrY$Y!>S4x4aGZ1w(Q6Py^FQ~iCHd-+y=K6xVFJ7c( zwIwTMby;=2P%gShn8le(1vbU9`ni?QOImP^(7+ImnhYs|oq?Ke?nU`?zR4@26EpvD zfb%7=bKK1OTA2uGg39Y?XMWMIzX9|=U%@(GeMLQg+WHL9&{)u~i>0g%=2~qh{koa% zmet5sMxcF(k#x!`wOW=0njDk5v9**wWz8aLt%&g;vrDWl91p8^@~=GmvSHGYt)vbm z6PGA&wgK&y3)QFnj!t_x8DX4u^4{giTf(TOjC`j~_1uWw|`Ro1l0Ch<(K zby*Vx+DS2lyq4|fcehsVgd(<1dBCEUNf3fPsGh)#69 z=pzt!vM!;mWh)@m$sqI2C{|r-oww}Dv*&WIt_oWeKUKp9F^=86%zK+&+2tVmwwR-DCCQdz4~Qt66ffxBX@d`6O92WIxo%Qs0D zPK>Ojw?f{D?PMBeE0;6GVu<$9YN7>V^8V4*q-9BGIFpuWHTFK8ij$Wa;$eT0+{~Ly z@(eBuQkR|Vm1kd$K2J*Vo#1R$vj%YXWLo0WV3m>gi?&utYeZ8z%(<5f&hn(HypSo| zLfWfq{UXO!?9SY00S4L}CYd=#fejLau635oQNZ=aiVocgBp$o>nXT;Z3hlfY2 zGr|yWnBq!gjW}Al5#&K-|H`mXC9ZiBOIP3O?#w}~y@2J?cu%{ClfG5ec6t-MH1IF@ z*KyRCb`h!!p&{Zgiv8qM8JcB6AWy8mc^gXB_7wW$4z~p0&*6 zK&|^vWqe;?9UgTm{439%YqkfonsY51#up5;HZdsDisA-ASZQltb&XK$z!9HMG)M?@ z`J^lyl(q7B%n5*2o<+(c8+bX#ypWU4n#f=VJvj56Qar6pbfxfiY0Y_31k7eV5!=V*<~Wr#(qyd@JC zsdBj>*a7hf1$(JInGtQRn%77ty3IYML5l1x3*o4X^ZnFI<4{!@fw~+atf>)(0Qahz z4R_xhI`!aw#v3Z{s4no_12dm`3VD7Wu9KJJnW~@?GKn`Z>0mzcR2n@e(32_DPotJE z3{j371)qu&j&nBi1FP#UV3J;c!<*)8c6C(aaus*OA!$|^X4u5q%3*zxY;i~(v{f^V zC{GA)-R}rLwMEcEVXs9NcMTzHtWJGFj1b+s1GFUD+784|$LbhcJEdrH?me+6YCSBR z5nNj(jA&*NbM?KOb8Fr77}iO&D$}AY%&SEo7I{_L<*eH#BMDV`>nL`nz)gk^KGE&^ z6(NsjNlp2HqNkljhREh*WlhzqA4d^pZCq9k_XBp?r|hEkIwJ;q{fMm*Pmx8F+-7>2?kA<6|!Yj{*T%y>Qmqz+y)OkFT=4J)HJtCb3AR(v1KvEh1Y9;2=a# z9d%+BgtT|}YYkW;@n#m`s4`?+60Ek3} z?cUX|HF2DN%W%r0DmE}e7u<=SeACGSM!dbB9hfm0&oUG_z&2-eYdAu?xvqTQ7}e>N z@P$onUn3~e%mjNG21)h?r!}IPehfSTn|Tz2*TS_swdw|ikG&kVL2>HAgD|!_-I@AA zwDxoJK1^7o9<3K>z1E~&rUpu@Rj5gwPvsM{aA4NXOL#E%^0i>)wAU8c&WxM5-0Jf7 zRLa$B43dAbyq(D~XbGq!OurqJ4noPmqhZZH+*jj;=d3CC4sd=QNeoTDnms-rmqNI?4Qo|Fss>bPdT3!0 zla@9ymDqi>YSvS5Y~92(TGLOR8wT2|Sr1#sk?|7kI+YWKd_SWsS$)|$`Sqiwf-!n= zWlzEiEDvbwf?V6$<<)Ea5IQ;%F-Zw85~o zX|^WV&4@>>9hT5axykyFM_ke3{tK`&-k6uT8}Ad5~^fy}#zaWB#2cmv690MK%} zCiwXa_K~@l0}dT9$=^+pnkbKY^@!jBk*44Ni^txvmBnP_K)JC`-ApAFc)O*BBgdXT zb)VaC>|JVDWMl2-Mi_7)mbLnLL936?+;h)>Gj-|8{#Ewxpmtm9CZ)mUt=uD)>Ex(B z;Q<(=Aje+n2v$Ecr6f=c!Fmn{pFN>3@L=M-a`%f8QqAbjrjNlVnbpbbZkSSJ7QL4R zAxN5te12-{4|T5;;U%#93v~@T^b+1fsxKJ|E{Ja9x%W9T*zCPKi@~N@(uyN}2}YF- zeT5EvZ3?Fw9ReCTY+d_D^;1(<%|QaI(wpI>%;kpM)d%#_Xk=umUY_#JX;ShXvBf>9 zi}o&FI-Pr8%(1K}Ho_Lx#ZJCPN4%MHMb6#(2`MW#rcc=4S#QV6Lymiw+CA2K8BEwp zcy1VpZcSLm+NMIggatB*+dFeV)>w@DDZnDIN?F%)A=~#j_vLXLQEu`$EOfuH$%(1% zZD*tewHHSr@#bk4OiFv(=@dA#oEQ`7{h;u4AS(F^i`$u;Sb6$hqP{eD`RvPcvm&jo zk<1xd+ljBpn#PT&cqdggQP&|=hg)A%rWkPUMP)8aw4>BVyskX^@@hg>q@4zuM0pNK z?z}*YIGj?nN?8ObgL9D*0%?H~g4P(|n5h+mZC;@oCEokmpbQ;QmU?Teao#HHm#0dV zw_YJSHK_^)tM4p>GMX$!A07&PmMKX@DOUnC-0LOM+P=2Vapg`85goDjUa>9>svo)V z|B2Of=2dJ}7hFFoSDrmp){8hIV&~i!!`kJM4DPLf7v?OLt91a^n?>lW!HIi`3A1G) zCS?ixx?y0A4p|1b5|cu3*D}U1lppO&qCMl9P&oy8FPvL^Z-Pgc zTZ?a1G#2-_pR$wj0gikIv_x^x@e$gj7xuTsZicDNv<);X9Q_5<63>8I<}WMH9;4Pz z%i2U`JCKe{sk+)etM0O^<#Wd%LCaTLU5~Ol_CmsI9B9L((|m$Jm~EX;V7E2KjJa9f z3uFjX+lsm@a)>y!68aF2bab(IH}%Qe>bV&wsVsj&T&Gn8BVOa1RBQ!X5?0CZP-%hq zSkDYP3F3gQes+yt{y=*ifL!_$dSCQ7m&N7tF6UCK_*86ps8M6jergLrJ-=JrG|Mur zl}Hy-NS!{ReqL~qMY|c5AQB4f?7_~Z&og(W5jZb&nPy|~0&m`0Pb5=^R@*bggk|&+ z>)SI|o;_9ai+P90xXcz83&gE)=E^Y*GaPU$dMW1)&M01krRvS1z$RX$ieCC4g)6w^ zU!a$k^`w-*OTCFKp1=i$sSC={=;f``K;FB^ ziNnu*uRIIHYUw<1VgB^ofqG7E)KfcHNbTUbgU_e z9+w=hAR&j%OQw}y_ybd++jkk zMl9zNC()bgesm+Pq}e_!i{;1xVh-K3VP>0rRIw+u1>Fx@!};@XbOPljKXF9)r0hQ^ z|BJkL-Hj|+u7jUQMBFcrqYt(L1BMM4{-MYJA~|zF0aRy1W@Sc3 ztXvnDQM8qnE*3}g`|2>po=Z#p2(xy`Qu)3#Rta&I^}Ko8)|8Pi2xns-Rb83kF<{}t z>Pp$Ku6xqV3oZFCh|F2ibv~P5ut(Pb2bvY~M-qCrx83t>8Mh+x%oh8f?GfGsnixk} zldS9LaPG%r1AHq`f2Cbw+rX2=FNkg%X7MUyel*vC$hh}6! z*S0sK^ur7uKl_upP<&Jp2)T*12gCF6hgVL9-RK7#a&MMI! z^xKZDfz2;Xk9*?g7=tI%-H(QtTSZv6~z}Ez_9SinZy_s_Rg;a1_@N z7_~*%l}^Ic%ccCzZhD58&;}nj7_~K6-&&Z;mQ3B}!0f{*Pd@wk!cZ5!qv3{VoVW;#L=JB&Xk-Ow5W>_2y-lU5=AZ07tga%}r?BtYgo!5Sq=j*CqNB!Xw3kOE#`wd~4mVAd$3r>Kh>#n42B&68sKYn8bB9x@SoHHY|X2 zYf}Ie1v$#LP22O46TOOm+*W$K{>7dAz^773T&%&I{5O@i`bgC#^$e+=@M7HZSLnQj z%(~+MK1%&Ro~-w50md;nh*zEKLJla>Uzja7M$KB97^Q$&vIcL9RyPD6n=zWhShsbM z^6VokZFxs)rp}rqKrEE%%nDO8D8_)f^&iIFDO0h+7w7KzDc73yQ;%l0Qb>4%eE&)Oq#^#M#pILm!GWNC-^qs8(dlRCu%#r zT3>GV_}N$8Ll@}5*@N_`YH`#3X`VL;Z@AbTFTu8Claqq*uquNio2Pnv>$Tu{pNxG}}jee}olh58v@muX$p4}>T>)X2Sog_Z%F(G!EmrqHYvQ5QMuRWl^apsNO7ta1E64K5BVuH;{|%1>C8^cGxmPlOVN5tyGf zq^&>#gaOygc-|%`=Vu zlVR?Ke-C7aNk6h6X=BG2-I`sQ&Y0~ToOP|M!<}*5O-Wjf3R}!?D zJ$)v7wW@e)a$KzoQh!}=V`27UQ8*LiE*kNSYF>|qnEmS?q`n^V)co#GZDXKU>qNm(^U^}a!9hZkgT zOcJ$8)<|`N7X)%XToW_x*38N@L_WJ!HuHL~8yuUY%9TQ!@skMfGzk-mt^n9iJ3SWv_Upp3(ZZFe3&l{c1dm8XR zgi*2~qLO=W6no+b@!{+H2BhG^x4w<5Y2vodH)2CwW_$06s65J9u6l&C&T?dW^F&c~ z!lM9_Z7DN@mKZ%QI;ExabC#(EZjs#_Njezo@nMOYEtw=Jhg!>1VURx8CZt zs=3VSWvp*pUZ+Af=7GI8X~$W%jb`#lX8CwwHfpZuy=(5uSm}x%7yX2+}@wDo&|?L2J);|e2Ut6;6cmdH7~|5FIR0*?vJ~fc;lqcCP!t6N_XyN(HBXu z?Q+B$E|!~or)j1Njv&$HI|W65VK$$Ms>J53yJsbk9xW*@w^k!kBq6n>ymWz-_eR{x z^>tI1+KrE6!Z%Fx^%_FB{h%hi(a-U%<*d#ia#Xx&dx=ETJmzZhH&=e$ii~rvtPUo6 zA@YB8CAiVS>@ok}lO!hf{>u`s-P&!q9|hff$M9AZcE+(^n^M2cZs+uY4VRxeIgOZH%E-x8L=$4@K0Uy7C8C8 z|9dU#e~bT!|F9?UB)mW)?x6(T7ZAa=A{v$V^sQ<-O86V^Ru9cyU)x!~CrJ}rOVgSBmbD(c?eG2xp#CTP-~R0YqYYeu2bUzlnYH*1W` zq)Vw5#Yvhwrf!b@Z4G-q!WZ63=iy9oF!1K8xq6!@_2jenN~b4f$+r7)w6Cm%vuvHS z8n!24c)A?2x>EYEzD>~TD)+i#^GQ4AozmP*xMIfk7*+TF7GJ7bZkq%|NG>Du=9R^f z*j^YDyK|Jb)}DuMV1#lPxLUccTd&tfKI&Otq9&d$^N=ZVgLfxHg#^tZ5@SLg}X@-M_w-c}lU^~*me zWd0lbTjpZy1xZ-_N9=mY^A||Uove-2P-eS{(Z^8TPah2|lqR`jdKC@p8g8-mV>)dw zrc+mb!=z`o&>EGbOOvVLxVtd1X+^LoZJq_wmEo~x_6X7eNuZ@&1O~K=4DNfHVhvxjK`MZMyqcab(CD)x<)}v{dL(IlXOLg zP7)$HCRz7=617ie-P3;RqCd|nFci|2II4Pkzp!t)D5;sa-6e?JIE32-PU(jz3-6ga z)Tl5Erm?yyx@DQ69{~I0v!5?ax{d<&7WUGvKipRtaOT#+D51b4oCb5fN_MH^eH#an zyYHB+xvp86$=es!<414R5epG!H)5KijgUY4?C1NXhKos!U+ovQuDu0ff9e+5q5){# zVWZO8Yhl2!?ZeyVN7QAv7lWiKqk^G0>r%qzsDOQ=7&h9%uQc(c*+2fq=zr_u|1-=9 z$@UqY^WUUCqhUltWh(MrzqF-lcSzvDIU$2Kcbvj-`0Z|_PUd5eal)LPA~<|vAgEGl#tV(B}4X!70wvTtF&gr7|3gWLQD+C)y6nvLmG&KslkWVyM)*#L z>24U?*f2!5t}SedZAUxC+(=y5>w9VCTTa?B8i9WFV&3#c2LT?nB3Ywsm+FDmk3N!3 z{MO+r>URsL)HkZ;-}zG|I=!K(nRkMIG~V1}C8~NP3FKkul3yW2=kWfsnf1-A&9?4n zhj;UbNlcFv)h0AW+9w7vZ3!sqC{v7Lz^re!{h-M0@}jooer~lgK8iBM>x=5rc%jc$ zHP{RGoVH_vB()1oarR4$lJ6-fghpYR?#I{G)s1A4?*d<#n;Vak{c%@4E|e z?1{8O$zT*KbNS$O!EfwGa@4&ZdppK>68XouILdz7X-ZT1pVtrPb~IV52hcWu*o#ldwsT2Podn=&l{38#`u8CA!qjlbS!# z`gyY36@&D99K=0cajqnXN&Leq%xy}vAEds9CnYvS9I_=Tb%;Zg=(j(PqPC3;;+T@w(LK4Vkl&d-v| z!tgO^`a^}j^q(d7ECbaubJBQeS*}^*qtw_}D*k%!-T0f6%Q<`rK zlN5dSF3<9|v2Q<4miL5fR*m2!1$s5$nO#tCwL1N0$vt!VX%y(1WsTcl!=sbkC(5N*4u2@qYKR#|&rS+e8ShSMKOmpPHci_tj$r{jK;j zT*LokWZ}oseChXmTeH)+jN(Nb_wI~98^`R)XJ6&?@U?|esB5AhhN69ZCiXNtb-{s5 z+A*}8TAK@#{jrjS_q;)TF|Q`=n3`RvtB}MEl^5=XH;32738Qw5Npw?mQnQZ%?*+t* z<|wF>4OP1#qv(AfFVamr2aWVmE*B_m?{K0%2K?l+uaefbpiX!|N0`Q)=VD=xvr zeXsD1$AZiuKE4--)E(2iTr29+IT20o>>2XT{OZCF>3o6f&MZKNmOYub%|bx>$7|1V z{@u+oMyW}w6UMgfaerZS?~zhHTt|sYQ6;szWBN2s+{8Ag8D(S2vIaRgW0UPY+fFl> zq2=A%ma1=rl|A|F=hx6OsGVeP0Ib}#?p=My26ngSt64R7(z?7S=XA#d*l2=nN-j)O zug+M5qkIZ!(i=iNk5_*{G!5$CsG{putDzMC)CC;$+I)dvUDB3&N^`tUIzL`dYg&w1 zrR`+weK#4Ay}A;XlRQ&2DBJql>Tmi)8QbFz$-6=9r0H7S+RYrq4zX%)$D|GmpfyeG zE{yjXXZ&cmcq;@?QkGwHm)fvH4By)?Nu#nMV~N|kik$vqEJsXn1pnf8slKBt6D6Sy zCd_8#UDBXQYRJ`ub-kHj!wQ2RJ+NL?U@nLc0{85`s1RWPz5?95$TdcZ4HmJgn+wjg zv7Kly?rs_?Q$G*3`9qr-7JD5I*Vdi%oGn=6OP8YvE`4Um9%?mi#|VQ+`#C!|G=Y2R zw9^8o6tcfC2z_y_JQ|AJDkn$lx6OV}+|T`}le9j=()Z8qU)Dsp7izb1 zRwpSfSgMk=`K|rf7=%6EyhNCcT9~TDUDr|~=-!+^GXJM5pMI&*yIrnjcHx@Y=4@&5Dvro^pgHNFetSyMuS z_dWbKI=?-Q?YstODd?k%c;*GK|HCj~=9;0Ujp%K_5a^pNU!BNN71^EHyOs}4qx!8C zp(=foR)mZ#+xF4gXVt@IQth;4XC|$#rh7+G|MHeS=KSh9XLWl*{bjKYr-!{ql-jm7 zYdGi|6J6NrO+$X`F5)n6-$l7`7sZfgw-&(3Z>&}N@duF9ChiXyV$Pt#%;uWXFy?98aBtT@=9$ENbcaL09MJQe=BgeOO)l$T#DM0n9Wrp<^LP?*3 zkL!(b^)ywG#QwZAwy?+l@BjXvfB$bt@gIuxh&{ru7m^#(it6k!Sy;M`@VpXZcNk%$ z$UMm%$h?NsCRI+KL@yLfwL_8k7I%0NtVoUJ=btQ!nkANFW( z8QqGKC5g;QB4Me@!Pd-oSyWJ(gjuOau(Nn`+i{=}|svWr+JT zRj6#P4AE8ctQH6=_9iQ%nE%DCe42#LZ^Vn{^Ct%SSrEFt<$6$E$FeS7$-Eu{yxGq`Z}d6eSA!j2?~>> z=E|_O{d$)<#@1-Sfi<_!X=Wm0`A0_gMS;4iy+E?Pl`$R_%c~oZu zaPKssP8tnzC8`DVV9;umyAhCBmzr)}*<2F}4Qha0MCCEr<%5-p_BdIm$z}6yvV=h^ z6XMHazjv4dvb`{}r@^l>Q-3CH8LR0Qn#eiTAk=kjsD6)WZ)K`mV!8(mYN^X8y<3CA zyXGj>CmU^^v~}d?fPGOt20`!MLVC2N|L~}BZb_AhYetbl*2k6x&{WLUVBOBT_Smz8 zUSzE0`ZcEpA!cGqvpvr4Q#g1nOm0?Z(m{vmojU>2ywKCI+a9~B-g$1Yl%jUivoJKl^3Drw_cdV{e-3^Kdsb{ z_Ld>WDTr1J0`+{e_3Y%I#R*xy1-Upk0@9J*n4D|Xl(TBN>Gc@s#Ts;6dDGEteXGyt zo}(2b>35!`a77Se6XrwYHe^FJs&CFxSEfWS!JIST!$o9$*-@1`mDGf^AJWNk;@Q+r8;W6^})0J5_Tfn3} zv)<;Udz!c_P*_*f9yNk(@f~H>)zl5r#F`?ygCrAf-b^|wPrkaDw7}-V@T2J9<1HiG zW5H!3_Hq0ZdBwAJUmBKbw!3W0uxazHS7i{@W7E;K0XS=T*rW!Px_c?^OUs)I)({At80utA)-4yR4nzx%{qdnyY8?p={ zl;C>viLTK~^>xwj0XGRHP6GTw6He4OVON8HN!jG|HN(q$hp zB3hdmYq6(JCGtsBzW0NK%{!^~OdFQSCxg}JP?qH={nIMJPu`+GTA4?3@yA6*Vo&Q` zn-`S^?U|Kh)-1p1PVLi_0DCLL=s9R*s{ATgGni@xL$>!!8tj>E2-{W3F<;s%?qLt;ORPAk&M=c}^YOoa+di2(ee*O4Dc!`zb4}FM+czm|RdcP+LEj2& zt!3l-JLssf07y2k^u>titAMr=IO|GR$w3aM%REvZMS&lBA!S#D2?~2?7A+;?Ao~{8 zV3($iW$pO3;}3*w()sF4`yd2Vv377sm!2=}=czQ)z0m=ZY|_QW%Nw`JoS;6PZ)wPV z&s0LwCfP(Ovl3|6RKokGsZQP=(6>hMNp5ta0NxaPFA|k>SH>Qbzkc%AD>ZOV8mg+w zNH#s!2)aC^Wyi2Lh>H094+*YD&~V6kxT? zemMmC3smr)HTrb#x zXfr?qYlpSP-uRg9`T3qnu}PT#Vapz%TY=eZL(aW-X)|Buta}^e^8|b1 zg?IbrK^iHmSvjoP>D2cs-TG_0NFSo&q#kh9U$U+gv#y)A+Pkiryz>;k_I!5n2|{V} z`t0uv$sTf(RrFqH1?u`{SUtLYq4v|QR7JxX0ItmyMQN=V0&d^3nZ@#h-A_b zfOU;}mn#e_JfM4;XwM4^?GHujpgprJ3c4;e3~gZ#25#AYzU%KNd6=*M)v_xFBW!y( zV)B;pGN!M$l|gl88B#+Ng#nf>iJGce%&jtGlA{!-)p#&B1G7*bJNu7UW-sFh7vdq4 zR%U569s!dN%S;=F!35tdGYMBA!57Hh!PbLwQz-`8Up3mgwajA@eFVkBrJ1~ePe_m- zE{yD@D6CvE7}Xui;x=m24xkOt)NDpucUCCR^4(ys@5!54?ul&!T>_4+9aDFfO!EB1 zR=@hs2~8?`0#R(d7bgYWvPo*jyOQoTTjL8V9MlF!01n?z0AP z>n^XOH;E&>97n1FY#Z{SvgJ}+w&?xR8R8m zi-1MCVyWK$&{N4fzr~`m@@Go-d?QG;<)IP__P5h!pTAt}z7&OC-+q@&4(-RctQxw5 z)TsL;OG_jWx31YI8Ma~1>g=`@VAWsJq)f{Uj3n#2xkI1&u(*I*JBBA2u+&i!Plaw4 zv$vhWLdnimObN_qN^wN8k!wJyp`<73v>oz*E&~rv^Ps#-g|yRSy&(=1p|#oA%_?FPp* zw;G&)%K|mNc9JYZn(1IzCA_UMW$`^=Pil4@)Zi>eJ9qa>wz&~?kXUa#a|hOB30;Z5 zDfCP4qaXTDaJ}k4C;4AF5_P$qksB?J;}+m)z&xn*)~s7A(@nIrY{OU2u%B1KG+h-t z)~~0Z;+^hqY46Wae|(5OhCBJq+}6FOfMk@{(>pH~wUdMyX?DdaZLI-To3{5b89vEA zWW|avPsZNDY)k^r@<@I%35-f)tb&`y?HJ*<%!@YXqfyVb@8>9}`CPklX4>n*5qpe~ z6`DS2yEsepwH6}!Vs`O8{^Er=lvyRWr%owo^$Xrg%I`Dld}XM15X+ODQ`lK9?* z*KvVD&7(xr7r)6K<#ibGp%w=ws?GPH&I@unmhvs80BK18+h|F%x7g?F<>DtXG58h~t>DJw!2$5n}uZ`U>!m2SCdF!^=>L+Rz zUxa8|+SlM6cH@^xT5f6BOmteZw~gys_a^TJ)yM0=PU5#vsfzn2ZIhnn7S*S$KDO+u z{`j1K%I>Vznh7G;!mf6Z&3^ z3404um;9h7{yIsifz2Hw#O>xTc*}F!*Mrljh4HF-U6folChKL%zju`6DqGXzm?xM7 zxi)Vs_P*tydhVSwuZ12|fQ-?jtJ5%T16a#+e6J^#oYdkNa|(7h474AkNNsECcFo!^ zgN6lNB*regoVacG3RO*VZ(%qG`Pzf7TuE+X!4lRt2$rp96}R=kGw8b*p*7t*To$-yo{q`dzW-+S%SJv6bLzwx~msstQom+a|(*{b*aLokCj+ zqXvVl1i?ZzLc0Bb+e@%6xZFEK>pr{*tFtalp|)&=to>H`?6aS*TKyE0a2byE%+ft) z(AH^#;ND$TpoWUqbt_OcNOE_C9XIrQ>Au{hBrN(mH(b^!0L$K8y&|Y5ZI`89>L$ZsUzEHKsO$|3EBNSz z`t?OzR!IF!zs_&53g>cm{^QSQj80h?XRhA5X6DRry&B}aSi!#D&?1|+G*jD{=-FpK zKSao**m+8;xO7tl`{_hLx<%(4H*rh#-_g}kGPNI2o_+RKx3mO4dMkY-qwIDsduSEO zB$Ac5X!1$4%5d}5WZ2Cti`v?HPHL~nBT)X6oSfKt>p_wLzefAZdzqnK2L$9_wCC z@EAG%$#Aqc159gY(6d@_>JCRu(0gmE1Wl6auRt>c>aGZzo$q7FC)rEZ;Zg3-&yeT0 z$guiKh%L0T4nByuOQ}o;>Q%DQG`RHrJCq2Ok3ku zI|lsD!gIIa-j3<6ND6Ij6|W_n1l_tyx_9qnXon(#!4_G{19cS5yE>k0nzMMSw77-c%c##1 zTf@y(Q{n~3HeCLI! zOUbcm;|r+RUl{NlGDS7{m^C~9@$T^sW7;#IQ{HH~fWW_OIO8)qCcOzR{Y4Pf0RQFm z^e)W#D-`Dt;_YYqb`o|~m#w#HXU|ddQ`9X@)^6;)|KhkOXH&~jhB=m)+VzFu$MB?& z*$lBKtFCK0C&_F)G1{X5W`B5;$A0ni9iwb83cFJG?u#rwI=6m;UGXNfdFi|-nF6w_ zw)>a%h@`luv98OHW?5Qp5g_W;;zyyIlxJYG+6Gc9(4d8wZYh@o;~^OPZ*qj)iY!h*hGg! z`-#wec^iuSU~uXu$fm*@V=9ZU`uXQ+xDMF7US&?6ZInvs0v7l%6_UhC_d7|#<6U2z z>(p#tToHHZ_A3~D@2w}F{YlRsv#gwxHSwfsnD>T56`s_=Nd$C9AU3{089U4dM^cQt z(=vJg9){c;fx<=w14&J(){P#+K8FFfLKckEbJDD=>$2!7Jt4UdUk2E{y-m~}UxGfo zf_&pKZO;v-CJtx2i_*L{xbjJTZ1w+i=Y8}(j&wOfL~>r^XKpeHjKb<*dOlPAJwkG4 zKXi0g>uOHGbH|@yuht~Uq?ki=$tQd~>W; zn1A4z_L&NX%c7}$6@+d}HJjw+3cxug|yN$u2tei#xaZ!HWG(I|IWbnR{!gbi{k zZbf<5exXrst*hptG!Yo-b5jxJ-lf+NQQMCr8?L*)Wm>0EEyF0EOcS9lWCzI`0=_L} zW9^s~r!Z+@mN=K&34I$NFY4Zosj74rEVCL|#B4J%`yCD&ZY^5PlaoBUswGzLlH(tH z#E;kI(Yf~Xb+J?%)%j_*oe-1URp#a8)29wpdPtl7Vd%~XZx_r&0Ptsh&!sGitC z+reymNm^UOLQO2Af|+%_dfE9$NipAR{Xj?YV$>i3x>Gk|-?~9|YcKLBLvUG1r(J@x zdVg5(*n=Z9Mwu|xWnJ@ewwY9Y+K_BEF*SF;5bIp&<%=8oDJ@gq)(BLW=OZBc0CmD! z@XE8#`pVzMf^;#~`3nT+ED7y6I-<;tkvsP=8skYF4C@LZ?ha5){RdjyoCWIV7{!O@ zIs(>ykK7Pv5$mmYj4)%158qd1?cGFLo5e?M6%MlQTR!zO1)fAXf4VT{K1<+Od!_zc zmzmgCem?o^-OkWr8+VHfWxu#+-ucOZ*}+BIRkts;p)Gp+IHaK(n9RdU3f;qA76p>- zqB&o$+uF|V*a$W>iaS5zvd9`1x@od~D?r>cQddi#l_y)Xv-AU#bc05}S(1l6Z?EnQ zy*)bd#)PnCdZ8=4cGiwr{N zZcMQ2r%r?$@BWZ?es^OrB-3`pd7t9?_}QDCBqeX#unHbe+Pdq?c;>zSNatIkmuU%C4@D}G#cKJLk+zFeff`H7xCH5al$ zzPKVDC#~&}DenyKqAZ@799niY%MivxSxKU0AsaTYCHIr3;#o%L?lSqH>YyZI2!)LAv!lwD?-o z6%1RSgZbpMpD&Cg#HfW?48kr!icQYnM@yhPs)-{EYp+OLup+6WQd>~CKL`SzUytQz zJ8C_ss+%3XpOfzV%7H62q6_9%dv?C7orXQGUlP&UCd}tMmTAOFTpp?IvMLuW$aNy4 z7Uqa=ydbT=j4tK5e4I0Y{=yvTW6%-a>i@2Y;p#@5`qij%lmEa+%n@E7AD3{(Xf|q+ z+&N38EChB@!vXk}|;U3EN*?5#pn_S8_*AUF{XrEYWvrS#K~eUEq!8IyFFB1zyUMc#EH=+51%NT_%_ zWu@;=6MMXr#mJuou!xvRSL0168+N%Fcjk{u6&KQz7>Wt`okwC>{_)t{Di(R3pfU|S zsXgKb&7xv@0bOzt052jLUqF}C#mVc=%R+H}16_yWewEKd(M@e7otvW@3nf0?8{8NvU?= zFR^w!=S_+saQYM6@-cSD-{}#kR+CuG(n~>0@V{Ln{{^cg z5{Q<)zc6L+yopjV}TU zOaOe=>v`{@Ast2Op%pcClJ-?S->sSYLP*B#zBT#{{o`lv1+I{b93|P3+aAf*97k~` zF}a)CLE6mRx--A4$}95OE%NBh{}a*{K9MT6FQ)I7*X&&<6uL6==f;?Wh+ zy{1HUJsZ6eaHRJ%$IlXN@C`*hMgE06ekR~{daF-XqZf+?n84QpkH12{U2UTs^+m5a zYU@QuG;`Es3}M_Yt#pM=?S(k~7qJ4acI2#9A@kN;(Iry$E`0K+^EkjIm_~O)c`~5= zLopcNTE-43y_WTlUp6mj(Waf66$fYCQiY$vX^}1 zM2L5BkA!51zE>jnx4(yK`yj+o+!0atoQ>Hg;f|0Pq(`H(HdB+Qy`)2`srcDFa_8sK zDkB;Z?J{!S+hB=qebk{@LjI%J3FNKmCkRYR*tX@pfIf}RlW2WaM(RuL3f7S>I5ope z^sB!ogtJ%8o;8)!Ch?a#MM6+*{!ew;@RrP!m_Pn}208j0vZL0G!L(Agu7w;gmt_Nl zr*>yRvG0$ZfFZ$QRHB5`6?&w9CXHyMX#hMx(X}a7I@w zNu(D5Ny7+^;6_~>z^pBUgxKQ^)Y*+uj94V6JlT=ZUe@|JUVU{`Ox=?sc>!WH%(QJ` zu-O(~8+!ljz#dG3i!pZ_$+rk0jxCZ1p}9`>8RZjJ^~B3 zdP%R!T1|YnXTb~TpYx!{6{B|)u*W^U!78mzFNGdW{+^|+A7GDSF46LYbbE7<0H|`n zi`{zE6Y>Q*Yj6)ax=Z$@2D7YAR&cL$jo!ie`!m_r9_dw*_YczrlT9X#>RMe{k8&#D zF>>y6SSc3aa?*-KO32wdvKgC)I>{2Ve*Wb2vwLJOCz_QiFYhAES-Ayt@xAE;@`RE2AyfeR?L&6n2QWShIYQifkFcluD=(t!(tE$!zSZCUSZo(ONKK&1xGh>wf0DSe}9*{M0;)~{XMct z1fB*D*g7=W-6OxjgJIB(4ZHitH%#`gVRfvvt!j~5=9X_VL6AVm1eEpjUj zwPW@S+W)-6FL?Z$#%NrRzVXV|4IpXKiUd+dx4pkY=y%BjudxJY7;kYhuvFVl9D;htI(*9P;&<4$FzbEw+i1q*`Nws9u1f^+Y|eZGc8n+ zqsH`4VED>48)@*^Z8TCP8=R`qkZndh+sp@^JK%R4PxHgw2w!I?^m7bcM2wRA;S7&Axnc z&ePbNYNi?0i!A>d?ZVX-8*sJlH7CFqZIuf^NbaS*_1pZth$dUk=9AC@4wj>d7!h*o z=-C=&0lT!~=szhx`Ru(=6tdvHRUJw{A7hV}F--zi6~OuETRQ>eof8w0>b~KVJwHC~ zr(4C0B4^z^M}hmzgEfLmiLNTGJr!vT|J2!zmtA}N*}?un1% z-!Vx_b&b!U$b4Jz8a3M`unJwxiM%|{nil;}x>Ml=;F85kf|wLAnsxOaMP@fyZc^K7 z6t+a7V}zhpTt=uIwr3cLb_yT~Y}7 zyygEmf-Es<*TDe&f;{VKGM_3V5kyDJ$X+VbG>%S{5khZ1oGyOx`8^`RF=~(0p~utl5vKUJyZq>67{qq4zZDqkBYeo!u;?>0L;P4E_5*Vz4+K zt*g87-cD)5*yYiU03^ErOL9*c<@`Z`0@_`X3sRY;C3gub_g17|SY=8+$OU*Kgr8;M z<7S%50!}7jNeHai1YnWrg12-g7{xn5g3O~-P&V6ps^YHT;O&;4uORP zi|(Pp3(&P;?|^k^v>m2WSNQpfXBw>lDfsaw{YPa)>E5OdRaV{37FM=fKU;vi%i(TB z$2D)CNzSv@!_AI@NskBXR#7toN=n@w@`&f3$ePh`8nq%S z-d4C_--pd;PvOP}qZqMhO(gaYn<)AA^PW)E6YdgB6fX!rABGzVBkNI=glx|!NI2y- zo{x~#!gVblA@YKB1mICA&MOSEAF%vyPxFU6Cx(T(27f?_xJT*=D5ex(2UjpmDdWZiUKa)h5(c?S%5@gq)8@3cr z7}w&DmuszSzyoeWZR)=P_((~DT_EKG3d%Isy6WYHkB)+m7PPlAbFqNa3E1RIC(_QS~)a+x1nxKUN~RD1Pn3 z6X&NJsbVt9cNrXn+ADHJ=Cx?XUCbUK>SxvLjy~+)zGtZwsoTH~yKW8HKwn%Dr5;4x zhGH|O0Qz4YkDuUT{|si^3z-pd8wDzbL(f&|Do|-2%w~AlH}(;E`pKz58pV5Dy5cTi zfau@9)2}+{dG^$x-a6L|vc7k2KXP3_Ft~8&=>m_-`bqwUD1L-H)=GtSVy_qOsEX=t zTs6t%tjXgGbk-}T8jhyTfbAK&SBI99U?s2>1+HD^X}MtPSprEIwIWVRNB4-{ndMho z+ymR@n+N zJ~bCe&!^2bU>1+#`^PJC0et|O@Ge4Ya0-DudZgmk?;6$5`dQzgI;45)!PsiP$><)b z3v6<##2Jmch@$_laZQIm4XC$N6F+)t_VUi8j@hV&wiiG*YQba%=gP*t#7m%lCx03UZk5W zYsp#QN#x1CWk<#WVQiQos6_*d`wUl7Oo z?l|=c6Y{?zj_^h`*IKeUhy>8Z9LKA*)!-x`ZIVS?;buQeI1A3z#&dT?Qog^BNA-&u za`q|b*1;)t5Hhtr=t=$tXp+id>6UG3h^Gma99WEA$fGb|p4G+cvL$JQ0T&R1U2GWp z2o>XX+;Jn%Sx;N;{mIwJ?)2Dq1;dep&gxVA)_Aqclee3HwjO(_#N$XOPVwk9_i;D- z{gnq!D@&%kApRThJx!>On_K|DDxnO6=u^+K8#mELO$32i!UOQLXd~Ip--@|!+^%_n zIAt8YkwLqz!I!+AUuf>%MH@pn{ikT7v;HkghCfkMe*pKRhK_p-dl<)%<=k*;kpiE7*A zQZ}9Hhq)05F464C7cRv;h2Jz=lWL@E`!`-As;Jg-X{1w5~>_~JJT|>el@#bHghgT9t^F>(c0v3*>#VEY7eo5*ES4&>O z_#F1$xAKMB)@#Jn2ON1%t2B-Hxk7lGbFW^JaXxN6FcO`*MczZz~%gm@Niq#+MESHO)+oYS@QSN#4CFbENG)b9kD_0EoT??cPc zJ|A^2;DCcrM!^JL-)bC%36k!t$Us~~$8O-#<1hRD(s!|DW6v)4lbWtL@8tyf&SbV~ zvptUHiJ~&zIRJ1)c`J3Jt6AvVhwvf=bF|wMzZGoIg&h}#gr6`O{}b#;%LV2~zO{b_ zK+;<aPg%ov8!0N33hNt&b6`-*7sH z6tb-Lt-w2$NA|BtxN#%^K*P(lonBq+9h z5PkBgXH>{^TnUunP7-ktiR2gPt~pn)-JK7cEy>f5-pcDkR*rr5=n#{Cd-oGr0f5l7 z<0iU-(lri{G{BRN?L>PZ{xMqv9hh|Uy=TLXuoE71;jPA1r5#7oP<^li`sL7-4_iiLN*9KyL?ztjvr^bU} z3&Pw63+NJarCEL`kd$&XIbSnzMWU)&=eax`8v9dDiPoyyTQw@1(mxQ{Q6mXSBm6;bdh;s|dmKyiK94X;PH zx2TWREQw;~cq!ocE2P&z$lX`a>h8}MR?GEdKM5sRFDYk7K)iDUFW}XSbjt{$^(Py& zJ6||UMcS66*V&10-^g=Xw8KM)E(ma*wnsRZOL-oxCM0(zmoJm>qj`6Pn|XJ`q}R)g zTD*N|-~z7?PMJleCgyI&Hljk&2_jK){>hNi_+= zQROv=-dUW0i`h#@_Xuvf$%g2tY~HM|l-hOVH?RP~)uSFws={3ycG!wQBJxq&|Jq1; zXBv53zU0DZSA=ej!zM1_Rkw~@V6G&>`eN8|S@``Fc0@CV9_;9E5av~%Srbh7Qrz)! z#q~P_z6+e-1=5RYhGd)>&SybKkXuuesxWX@a{WXi_x*SS?@+z^QRHOvfoq!N8btD_ z?KBbNy-y8fptVm8e|x4hr>Gw_;wDtT^B&!IdikZrw|6nGQ&S_bx0!wM z?VpSxmR}nkts|T6FvGC=Rav!bn^Sw_0uK2wCtV1ZkoJnO{swiV+I%^CYBmLc*JX&b zP)B~t;H(zpbJQ`kim3PG)$vyMr|0`aNWw{VHNHSy4OP`bo1$5;Z%?xTt1q?f_i{xT z{J6&)t=ZVLyCPTkJWgv^ZCSl=cSYiYi)NT0a`DM6PJ)iLY;tGcC@^5M_8z%ns2N6? zhUI$+d328$?mb=vjyg4(p`>S5gl{crGYYe_bz~1Ny3nfd0=Utb^r)d!EtlMS1~jtl z@`gdLu(KFEEUv$gYK<5g`l&&3JnQe{o;x!pLNBlHI`e8@9Wm^?vruNJimb* zL5(qx?ZWyyj6B3`Yx`Qg3vQZmW#kD{T;)zw%iwH>!FP~A`Su&*1k%IVqG-M2{NY&Ct(LQDkB&Q8N| zYp)6eq&DzsdO_YfInQcBOq^cVgiH&7UwyXmSp>=L-tRZSYVu0lbzbN0n*H}1`SuQ< z>uXQ#5{{J5J2J2@R^@F_#ziTA_rrNtVRv;SyyxV z;m4iOdp~!D_5BL3fRM%^(JMpg>}!|#y;nrUkA|#*?UAFWMZd3CbMN;m_Wh&Z*Q+_p z;a77RXTJR@&RBP&z1!h_%4#$KcKsI?`Iq<0BjSi}L7J3{WnK3M178X_Uah6BEs}

^2XSW+rjybuZ)w<3l{(Owb$4di^fF!FdIgMPWXk=zAutnUx8j}!Q}cftW< zMmtNL&bV{9?Ajy1FWe&YUIL$0j(<26?`4_O%IO@2uAN;Ey)_`MOSBZPb!H7I{&HRb3D75xccRf1MifHgzq|!vq|Jquj$502^(-=M@Qu)1V}$ zZ0nNj0*%Ey9zC=7!J;dyvg-Pu#iK{F$QLqTF9eG&KpR~cpgRQG1&ZNu8_1!?;x4#m z7Yu>2-tUKXZ+R9>vdx&k2pe?|nTO@s6=A#ivzME{QV%)~qc;Q9{>FX@WyE1C_`XPR(sPhAQqjBUXK%=~&{E?{2 z2{j|gl`!M4&`=xKcpfigtW8V*sIyYdYX7Xnoxj&2x{Pnvroi$YkF1)pmuK| zzu@_AUUzR!cy@~r-&)0Gk$%=j%Vcv!!gZKQ5^%el_20p}66)&17t%a0M3TA~BUL|b zKb266@S^wq>vJEYjr>-73?o5O&?2q`8!y*S*Wzd#mig_~kQJpk3p3FqY`o0KPn|EkftFW~X&2JDM>yM@3;|*fJLs@k>{idZu z!00y67+e#{6J_*&0UG6RhK~F(&`57;0i?b>4o&nN(#S6nPp`}6o5(I~<2;Mv9QtBw^D_3M*5(;Tw2YLn6IB&?S_AFl*4m%HyW_j$(KkiraH`pT( z+V9}6@cS7@pQyX$FgqG($nARt)@a!ab^kLG0L0{X)3$mx!n-8Tggd#&Hu51!lhR zF?gQcdL4|u5uaTUcsY=yh4jj>oOuRFf{!nFzfvMQu!VPpeC3La>qqLoG<~5x#XuP~ zZbVW42HZ5mB-R(|%2!M+-bO`TGhnoP6$AeM)K~{*IXm-k-282{HVM6uVn5GPjG9o= zhE>De!?|t4O3TmJ5k|9F!j#pv_vxPJ7sLZ*MIAD#9o9hFt@*Epz-{+|$F!sqm+v&= zsJeUOh5Xk6Dr)kKXF%eAf*XlNq@$vSx7uS?dk4vxB%SF(yzzP+wX$qHS@>^YEGCJ4 zbNVYDEe6J=ZWNI#s_MAlKB=p>e`+pJo*=|5tvw=dG-tnoUaMLGHh*F4@;q11>P7m7 zYF8-O(0LZ`sHX7K;u9a@r2S>Ik=w~0SB$+EdUjlZHUYoM&J9lx{7x(9E#2E`=sTSV>=85ld{# zlUVOW)B5V6(LUOEg>A>QR}1w-K6_@wZcVb$430kAQ|{EmU%_ppl>qWO;AEa}KS1_{ zDObFVhNZ}?ZZ`TSO6dDDaCAj`z7k5(^-M5}q_uHq`~tDPu+Dn30D2r_ex)VI8gfSi2nvql1uda5svTwY@ykAT>C9dJJ9klv=(@4289}O zKc4LZ*W__wQ+4sMypr5FZmOw0?sC?(L-gkHTf{F-=$N6`0eWV;jp^$N7n45Z(_ zou>$P4-%98dj8|M208T!0ktVrh@sBXvKJw^u~IzlqpF>7^ZO zaW5z7FYb}3RcWW_%J1MczT+irX!rF0Ifgi{#9!$?2HF+*sa17n8N`OQ6Lw86aKc#z zR25a@dIi@E-^w}|p@U{@c4p=XCc zy!8-RL$N`ZH~x4jeaGf4IG|rxFKFH@-__e|R^3luVuEi5>GsdNW;UBNH%? z|2gyT!;SF-ZR8i2Hws`?`zCaP&z zSMPQ9rrGmwoMvcJO$o@+;f7H6xUi5&x8XU4g0_I(B6~C7g;-JxcI3C(63+Uw%$U#!`Xrb7-#p%=YI04G zu_BBy_R+@w{oiX*|6BY={D;YaaO%49(y2=*$jEkwpSD$59Rnt@aq8=>AF25+T<4wJ zKaM_tqF!R2Ig%ewh2c%44uJT!@kB-SKlAbG#5dHn3Hx*E(C zHhL8FSC%{Ld@wv8{VhN0XC%)<3)4Ehs+HFDmaX$(8)s*)!CSGWF>0sO(s+BPTwpMS z_19*d9nPcG5E!a}u06i0*ftC0c8K~L{xHfu2=RdMWs=pPNFR~<&;y)B= zLd^AY@~LgoyN=01x~;6^W|W3kS1_oeq=yq?5234q(p1gW!cg!YLYEqYfT#?s2CnH- zT?dc4cTj-sjf`~x;h@Gg0~Dc2)yHVx%^qoZ`)HP5{^cUbRIzp1-4-{Y$hZR2#l91XT=FW17$preEa?MsOPy}dB7XLz>) z%VW~QR5j3M7sJ^^S!!MCvo_>TIu2uIN{}^^I>`~R-Qv)m$yfC^G066;zH_Wwt2aAg zmGSn%q|w%mRp*^2-B|IiYSwO3oc*Ra!*Be6QiVAJn||q4m`VGEdCz6iEW#!gW^M;T zEgQFPhm$pN-T5N-#jcBHhePS@3rq5WRr2}51nVH%gqkk-iEq~j3sax&zUEul=0S=@ z02#C}PApAJU#?4|`)*YQb*t6RJF5g7xvrY-Nzyie1uD4t#&Zsf`-r5w~XGRn61rhEUT6rOY0KoNq-Js>!Wdl`dy9Alf^I z_|5}C-Aa^zCoLFKd|uAuDbA);Bb(giooT=Fi0;`;Ps?}^TwWf{OPqo>gax#R=>_5> z2S-^Rv0XwQQop+q-L&?gWxzVg$U@B9#^j#;qvV?&_QSlS#6Yu~?MAHBXVY(@dc*qR zrH&Nn`msg(-4fXLF7a`4H`MGIUcR?|sO_U9eCxJPma~0u*MzM7(gaLNcW(Oxm#1Zy zCLU=0>l*D&Dc}Cay1q{M^UqU)r@Wyf|D~aRLhBTMBUx6NY`|#r74ysbxBk!ny=a{s zG5RlnIH_)3K5Negywl7XuIp`3&$1lstsRt+fqfT;J#aIZ_rFY97!hlm`}d#ppMCc8 zg{h8c5+Xx@DJlog5N2#0q4i`v>Ii8aX+Bz1wyqol$x()EizTGlZEN#zRJ-Q-Wd~jRNMZ-jFbvv|g9PNwP_MX$$+X&xL^7jv0+oo>wVmCp=nsw#@Gh)-(R76`@5(Y`40$ z(dycrhoibt?5uk==GL1?vLcMSv^^Nx)1q$}Wo{jygi)DRwJZ|dH?+1-=JU^fzF*8o znVr`qRJR459gVhnne}+Wqnf-F;Ikz~ZOHiC!YApSV^AaFlf3W00809U83jMG!#_bP z;cf97Kvw<`AX44%2XlJx6+k5zpT#Lb_X2uYa+HJ8%7lB=HvGznV_~EmwIY~=-2}8p z+pzLY zbX?Y^Muc}w?^WeaA=qEtBlQh+r#|%yg3@ml&{HMP`mM?Z*(<}Cl-0XI9-RWgHZv1o z6yUbRg_iA$8PBJJPs;$SUot$XU1BZ>uSKaEGigPn?Rr_OM;9yz1dggAlq&MVc}G@` z^srQLI^4~&-#XN)ettZPu7PIW+3dc4et8uC{IeC=6K4)c1t$^tc`7*9hvH+H5#Kc3 zfvOD1GBt@W*j)aP|Ml(;|dSUB6ZWNcalQg&bkTP1nL+#pMaD8B+C}F4if|Chtcxh1e-E9YAK%Ee1l-Ycp zB(V@{78!DC7a88NGOO}i&9%j#J)?%y>}_d9{Pm6aw+xtwBq%49UrIO0ZlndZ&3(=G zP&ukgVAMS1@a_{XU1RmOT(a86&6NqikI|$>wQA6f0@1eBnemp*Bq2J{Al%y`R`gPD zbVBiHhkDh{+bcm;wP+AFWr_&h^eV>W?m^SKo^!7R>8RJE>Hx92b?ZhdMzljOQe(3? zk5YInZ#>A5W|i@_pOumLUVDtI-c7o;7`(YK$PnDm4&2gv5b|PC4JyD@IMh6wE0fR; zC?$ohGJ{b)08CmLWp!qv278*nIpUh1{sc!q5p%~|)rY`zG@`8g=oriLNvh8O_@4{rypUt*X+1vj z`-kNMwpgv^Bx|^;ilFT`Y4Z!zQATW|USLza&nUb?**;IV%-r?#dP4H~hSZj-h7j#j zqjtfmF`31&6iwq7axCZhL8J)v9WpK;gi)OvnZ>cRKL5$i?~!RSQ}2W@$`^9AFRZK= za4db9?H?5`JLauLm`>+U?4pd)a{D5Dw719wZV}T6bT#v! zw>g&f8=M(q^1~d_3W{RJK8-G38s7};I36w9;9eRv1=B%9vG}c|yR=`}*!H?S`p^pvbKP)47YeBbG*MaR* z!{2|%Q%mk+jjVTapS?oQ4Y=WeXZ#zqD&7`=T(g0MQzB;Bo0%N8g_nEl4lx|*g*F=F zo_N#^`=>@Ou!TpnQFydQLi^3)3PWek8oEZ+5kSmWwzDcYD_sH&`wrJ8-=CFKKM?iX zS@JuH{+nRqQnV}l@Qw86V53H0+P^;Ym+jY6Z8viAD$qm}sc~_lcCGvWTmP@GgB%s% z@4xebj)Zkfpu6N`Fo}kvSRF|=iz^xT1GU4qLei?)$w`6Qips%fx5`%DtBJ>?zC;%~ zjVGa4e$g!%PS%&m6>hK7o9bFO2y#lM(XDyyf(oW^Bqa;$c z^T(fj_S04S|H*sT9XXC9UGV=t1!oq6BB#le+ufZFE^xMI77Og)oW+@$9}7unP-3yg zX^JFxQL~SrcVDxtJ2NZGyy&6wAgPv`WJP91SlZpqz7M5por+2u(XuTSAmg-PcCS6G zPH`JE2?i+k=||GL_DwCRlqx(GK{9)3m(`R~^O{m>m!?qDndXKu5O+|rf@zc&Oc$f} z7QG$kVx#BmT6TdnFxs9=Z}2RHGr{b84K0*iX7Tt!9kHlOU%1w(u;qg{xfLAha{Cyy z#dxaSIB2bKO)r#co@u;GQKa!wr>CiQrEI*IFK#r4Mk8UTbfcj|Fs)B8wM<2j8xEI; zPC9vx*yV6beG9+vF_v>s5EE-+V({^?8|81VWTvKYv_KuZVY(gn&S?uwdD zr7&bBIMjstmRnj($4!;R0RoO(8jLZRKBrRKT!ph(Yi+2GV4p-7rdkP$LuF0xE;N-6 zH!FQ^7T2?~?ctj8v^Xsdb-VA{!!F0AJXvR|HRhoP23_<@%?s(7dJNmLCOa1fZTN(X z``|Lwwv^irl)-VDdEKdQRkg83Bc0`t`?INZgf$C4ABk&6RFb}^#4;6mtP7^@!j=7= z{$$meAefb2; z9RJjj&4hr0?;6!M#EH;(T}LX_EZuO7y(~aC+@?BDC6C1gvqrN7%VTq2Je7**ZddhM zfh+*JI@|s-HR6^955WcKglAi}bPZu+NIQ`)pZ1d6rzs6hMoQn|;DUU@3v6`PMo?t^=qo6RgPdik9}&~Owi?trmyX0-(j6j55(Ct^LJe@Mci2Z-Zo(o9 zAlXET&*v8D8nzl}V5Ob^y1vgColD?=7sP7j$;~Z>8($r}T%XmC^`p)KA!&jrmMn~! zYkF;R&$Wjk&d|TDiRwW^M&dM*WF7-UcS(W{3Z`mpGo5l-sd>Rb%>z}b_N}XUR4!9# zj2AmVlAevtYm9VZgjfNWWSvSdYzkRm$(k07`>rmHY1=mKM1o=T+%_o~q5P7mS9x6^ z2NhbKsafmcm9r?m>G1*~;#E6d4I297e1R8n=}=A3r!5+;cP9T*A`+yxj?)U`xzQ}{ zWqiMqW6Wyg+JXRCK&HPLYL|J5P6hVsC2c@FW}{Rd49=Z=XTryIrrk;}pJKf-nb!#B z!*}5>jcE<08Xw(4b7fopUXG^)!_bE$?!~CiHN4LZSzaL6MW(!7WBLGq8v3_Cz>~XN%1F-V9=&gQB*erz8)uUN;9i+)(OP}qm;}WDgJgb zpR7g22Ddn&{O%K#0>-=Tx$C?xwX_YfwXWlN^J2fugwJox%;~NS=cyceciiVXr57&* z(mU=X9d-8ZwFd!B7-QNsR&Kd}3#{u6fVf z6H~9*M&b&_QC*+cjUlqBSW%QA-3!;e)73RIn!9U3Nyca^3m_zDZ8TL7qBxmN>WKl! znh2>EV9$Y~*`=8(d7ds2?b9Mbo{AzyDqFTtvX&>fur9hTQPQb+BC&(GnxrkTh8K!5 z6BA0nPf}JP+6)4kF z`4nj-T{kW;sH)6U9n8A%6jK~Z0oeN7iDyPr5l(rM*(B*sJO!+4N_4YKIcA=)o)de^ zzMds+KwA(OoOL!2^em-r0?WCPlv<1{%IK!$@7}Wntz{>jl#{;1WQkZKi!Zw;`)(+yKj; zvhKNdRm~>|%&9aL0WYz-iB!v6s!~j{+t9nRJD@6HeQ029E;1#q0Gt*KVuua&?MAEe zRLq#{S!H&Q1gOL0uAq&(VB{LR?P1xo6lGWH>CA(Lt>?=X5roC zU?Urw`pT-~wSpoJm5B7sa?Iy_4JbPhwPd`WF)Xz#28D;E@tBMZt<06$1>Dn6Mpf#X z%9ZWR+*A&>xksU~4z{fs3(0jvb10R09q9|g3jz!zxpCa1US_?K{oFXL##+w1ln1zR z9+eGx6oo*ukkY*1yDc}4@*Z*=xP#qsPq(GQP-sT8Rbxe4708ESZfhFaxTQqM)B5c3 zsgd*_^GGE_c0+X`D|Xle6-4-xGLEJFRk^9XM>4Q zQ`LrA4c1iyc*c&BjP)a3vj)-sTulQq<}wg?@G04vkHM7ekr`GEdu!S%qz4aZfpI3H zsp!hXk8qk)%9bF&oQy^{(2Yp)Q#-OI+}k8zrA4zs&v&`&e!xmka|>TwB-ghbVMEl| z%a+R6nwHas>Zp$6?ke}s$M2s$d;0$Al9b#8t=h=CM-|q*d%B%n%I-exp&!3~z1^*0 z&COUw^|+H13?WblxE`&!-^Nr}abyQlsdW-Nu+FrU%UsDcjVGclzrPKA&IMeOGm+a% zsg`9fC)5rb($2N8Smc<>hSX|yerp$a@(@U6TeV;~Hs;dna+XKt={p*nZSOzwmVzVM zbd;^j=^7PU4LT)|iKS0cTOMS3&$TzyNenY(H8DC1L#F{fo9T1Kgk>i1I3Q$}k?9N; z#x*Y)f)vgzdgOJa6QF0ZWo4HLQXAQmL)29xLjZyMwlrCFeqgj|ANUuF%+${YiRDxt zswqrs?o~#;!;~H2sWrV%2T)ht==Zo;Tb|!8k2?<32ZXTTKy9jX$s1zN3eG!{wtrTV zw5ZyF2}!M+K-44wFesEIfa!dBIriL=|VXsTjOeD829A@?Bl6T`ei~0026b zDHSd-a+sxZ>kHGOQ#Dr%o6%4NCs&a!iFiGvWi3;c3|Q+>yj$sH3p8Pxsh;+9-Y|Wz zmPgO)!=F?wXfqv?Pz!{omc{`~<4E+O3VN0&Q*FnP)&`ozp~McjMYS%$NY$wh?a3Gg z)0QN8P%jBsDU#BHkHw+AJ(mc{TXly6o+7mRk$=-w$trEP%x>#TcbEH4_Gw5i0Np6(+U z-{sZO4MIf>9-d0bcFW!-;Viq~hLzLsgW48Y>|G8b;FgQMP)5)FtE_s}+0dQ8q_;NP zSFmGNqMpr4L>E9wV`+7!-4Jc9*ifs{zR^PVLToCl37%6(Tg?*Szq5fzXeF_sdx)Kc zQ^bwt0vd_pH@y!p?aPPNP{mSZ@Zf3R6qx@{SF`?&+<~XCfRC9C@+z_|&Qj1?<*#8Q zujp7f1(0>avNWJPLMbkwBC{>_s#mimT?Fz1OPiC8XM14gLiyxv0ldlS(%ITtOY6u2 ztT^m}rp%S#55-GRv2`nmp`?*$bctQ~<=kp=^IKamtlL2v@3OIIq+Wnc(xJ`oBFzK= z6usgn=x;YZfBE!1l*}0A@6l}ZM{eo1i7n7JX>F?U$zsHsrIB@qvjC6OWJ@m|d8rO= z67-RO#(d&jtu;d|V_R#)tIpt6xIj7=fdw-7CNL90w?AYh&aMGTg)g3I%yqm{zO}Xl zVr^-Fb7k-a^BMdC@J-Xj8qe1%wL6S83nFMN(QIUwR(es&+E>sffW~Q#IyL(8+XM|g z$sd}m)QWuwzo{o^3d)qQUvXHtcUWs#X<}1POQ9#Ds>{ z%1{8fTI=sP`kTIZ1z0~$!N85RaCUhRkcVezTB=U9P6;TCn3l)_tQ1XPs?A$K|B{B% z5F%2air`$Fl}PE@D2?fzsc>X4hUsLi zAL&{|Dct5Fc*V-5Jl1NuAa$DBRKyeRL!emt1T?=Fx#!x0ssd>1nR0~SvC57)!fuf? zARZC%RP3)9xTr%7i#nZenQQJdmi7iGah1y*G#hyU=wEpk z5RAB%&NK(g7Ka&{)e(~gbfis{&~s2UrUf$o)I2CN3rr=DQX3C78mz4^)W}>sHX3{> zS-h=|WDR=}+B7irXA%rsGsyxsOBy7|tNuQyOloWDL^c;%8d|ARUTU3Kv<>T2hab|A z@^;2GFBq;}4#;(Ns-~01{iN+|{90U`fRw3Pwc^U2C3J+{t%d{jv%#7{dR;KP{5;nd zi+O^MJ=Y#=EL3eW6Eq}<1Sa3e4peK}7o&h@Di=Xf(PSuBR$p=C#cHi{*-jHn6U|u% z5t7-u;}2sRh6+m^AAar_1d=ye-QM9K2qbJ`-nYs5B;_FxNYza&GMg7Vq+SQm!d=Sc z7qf#Is%1kmc4Th~+*2i4D{}#K*>>wbo2vk82gO2^C?6*UOv(rDjO@sr2X?^MhI#qj@ zEQU=+2B}~;>Z=R{>r@Ok=4O;-xUoDVsPvI6m_nUuRmOvC#Vj}vl#T?rYqHRyn8&G@ zf2?t~Vj{BqSVLbS31u!qB#8~yG%a!yuu_qg|5w2$4Udg80X!RLtpw`^?2 z^7mfu?mM9Fjwp?mT)9GSC0k8$t$jGyUOCNlGGHXkoGh~uAlU(a_t{2K~8}2&6#287}){)!MQoOOl8=Xc3h{@qQ@R}kU z$;Bg9pPjYVrpo=emLv-?v`XnfPP>GxhqWno!^%u@@qd!Ueqg1h{W5Cb2p$%OxoQO~ zkd+IRv|m>01I(?Ugi|SudBCdKA__5`67QzZhqpnC@=Pf)1=2~9K?k&OI>oWwU4+9L z<0)~Q%9Kz^TQbEd*>eNWo7UZp2)Op-2BcRxl5KZN!@kk6A_Fb_NjS1w6A!baIh9leO!B^fU?+C)2&5q+g)QS7U> ztjluNS5qJlt$^nXd)!&(;5FY z(U2a9m)4NBCMcS>rmhSx{7j67Oe7f;Wlg4d=~YOVj3@Yg)}(E!gO!+!cE^{j2`Gy? z6|u>>n7&*xtTW95NAsHsC8KtltalS5klN>fjiB;6`kn#Ftd>1rD4OnLVIPNrORY_H z@DlK=sL6R@D7%=L*9xZgoi9W{pK8h0CBs_Gk}jyG1>-KiPh~1F@JuQr1kkdL3BzpE z!kB#P^UdPP@kCJz3pLA5G}fY&H>R#`IiiQpnV_0tx?UtX0}D{8<|WfLS`$^c)~R$x z#cFn8!)n?AQ{mc|9c!hT7UZIJr^&#CwP9K=#(iGKJms3Hp28Zd2T5D1`7=2zYBo#X zCI`4F8w1Zn>lu-c?pL>E2y9_5~Gw`<38LsXfr{E#0Ffmp?(%y7id+m&n}+Xj@n+wpn8#!R4>%}$Zw?7 zsUSq+a2|$|ZgVFboR*j)o=74wFJ1DfZhAW#tJO98njlr6EVc?1rhIXPT{c7>-)GuG zMk-}@(c)Ucqz@-uFr_c&tvc0$HX=(M2{lR8c+K@3ly3 z;ka_vw}?Q83H5atSf*m@bKlakBfoL1lJ_kLePNnJu-sh-Q#QdGt7o0b{Ue;XLDM3s zjdjtDryj%&Vu!fNZ6`RDKf)A9oXqHD<4B;LI5X-R46kh}OeSXVWRAy5q;Dcz1CD7T zi4az_p%SsKbYGM!O+}4EtxziR3^@&Zr&PZJ zqX`0wp*pe)%Cjbbt{{-EH9N5ZyBKE!GL}%inK-pPe6*omT43u-RoYamd)oyfu310A zb-a#9YdDpTlv>Ns84aL55FCmz-MeH0@}k%k^_;N$8oqKUR+abg1?{vS4K|+QF>#Q0 zyGObO6VR(;7w)tAv3}G^<|q9z1SC7Tf-QSQ7$DfT=8>Mdoz>6s4QrY*6+8p$n?H!{ z#ff~axvAtDlG_dfNLpidhfog-CIG)?5{$YrX_nSq(;G4#?WOMwwUw!|d^4;iJ)cq1 z({Zuz+&7;Q_=i)OQn3a}{0>k}GqIWV(K1`WqRd1JbL4ngQ23wni`F(uPl1&=dZ0oynI+RoG;;D$1 zN1dsj^jea+W)IX_nzb6J)Bj8su-KYnwx>&;CuZdWeHhO!7teBLIxF#jMOiv;D3A_V zjM}#V5OSYLFkZY6VVZ0*^<2F}$jpto zPq~o9#4dq^72TTzXvr?li27?f;YEx-^y^8M(8lK z0K1o-3XRtjSjl3}=BLNJ1}JUKSee#>Lpa&ELfr)nxK=WSTPJ`NAR-#MEaH8DkwGC4ek<%Fw6uPT54$}3mEE^5iKB* zxQUsz3JkSE8p&h)cG7f4V@-`Lt0Tl;fkZ?qWe3k}fxQ#22qvkrATFymmjYRi zCMs=FyZy{{?rPnoSqMOtq`b;#QjI?^R1q<)|r+(-PgN~WL?Rw?5@w$TGxhsq$PDG%xU)IwWK%f ziRg<*yy5LeVRl=F>jDB1!?{plJr3GXU`wDiHy##HA((_4kt`yi zm#Vrzs%AFTmS!=K^p<9}IlZkUYn!B7vOxc_31Aw44Hf`k6R%5gsxnz^EUOhjA2cdc zH$*Kno0KM3Up&)&* zW)<--lm)UA7X;%IeUyeXonyGcu#{{Aa(A`iK+4j^&MHB=Kr;d5MuN+O4|ux#D>to# zcZqQ65us{5$gfj2O=^n{M}lC-G&si__zO5zF>l+4B%G!X87(ivp;e*PH6ImIYgw`b zgu1{%an&|eUlwAUxuyY77dX&hnToTQ3$h|+B?9op&zl5bgJ!W{k;?e7$Jx$Bxfn^4 zp?#udi;k-F{!jHo%%=NDi8)`}PDoSpN7vP7y<)aHu4 zR7lbgzvIWJEo$vM?Kc(`;&Vc8x~AXg^>2}LMx8@D)@B?kRt&f_R-8^TijwNt0hf1WA`+c_K zP*yFwq?ey1kzUk>&x2${QsZ_-b6^FW$J_l>yxxiZXu7NFy3PsE+~GmIhkVB{p{^gM|s8ACNqr!vX+yljZb9 znSj#hQiawulX6?292C-_urRRdKBT(_BxrXD>gUPpOc_ZaB-gP(Iod^HBZS4uRG!u2 zN0JO6{Kyhen6m+HaU@7tiHx@y@)QOqi@ifnyvptf@?Gu!EinD4+x7W0UYmaLs~WCA zr4Xf)w^d&RnmvYo`&dG0PN0n3}IUnpV<=aMx|Ej*v^Tqdg05Ru0Y=D)-S(IDfL#Fm ze?EQ)3U;k@AX-32D$86=dITPd{J*E+bVJEg+El0K(m1!*v|REw8S#!5Xk{qzj%Z)3 zajUIU`4K}&lQT*E3MMS17NUIm#%oIPvkk}Cq%Jo$99>QoQsa$f15hdw0*ONL$CHs% zGjJCWkHt*V2rzq&!oI+BaucPYcqheh)$?mcfRLU|TA*Dp-Hf9_tB@uGTmlDlwi7?E zY$ScYwZswVY#pVDCRr$pMQCT|b0b)GLHRzfMN(zmk*4HE)HQ= zSc2HvJSe8OnD{F=`Kkp=&9(}58&6*#->8{a#zXC?6YpcT<6;Y5>+Er{fqnU1=~`NA zls1}G9rWBb3XyPHM;6${U?iAoJH@Dg;T=|h(+%Pnqz};D1%CPPjxLWZ^N`TTA9M$X@@oKAmX_Z6(|^o-j@x=!A=y-iL^_3Lt(J+Lb7`%% zqzl5@vQevobgkjKZ>}=aVzO6Ep6YOJOaVPR)@;=3H8XG@G*Lq{nB=&&oM4EM(kY;F zpInMt^h64SP_QMTs`feCYvm#hsn5rFVl-2siC%=GB+DsJqc!bhpogCb1ZDa+Mw;xRFhBDTIhCRH_;9{Fuj0?xEW4yioaUS3E}>{J z6R(Bn#%vEFz~{IdLeMU8p-naE?Xjk2kz0XVIxy|I_OKhSbt)!h2-xE^ELz?PbJxL} zdKoYk$t8FR0Ig+7E*GeaR2gQP$%N{+l*QRkACUCvh|bi`b%_vjny6kN&x<5|zSa~0G*omq` zuZF1cP~xm=YhI0DFUxkPw?9iF469ZVD2-t(FJUJj=WLA1#miBZtP_DRANPx+|AsJD zM_|pszSO)j&tk(NF2Ss3)nqOmNirgBoB2y%Y)r<4yQLkL`8^nZ8Cu3Z>f<1_S0-oFnX3r%eMw#IjwjaFlZ6xEu#0W_9dk3+%?!;lOWDVyN) z0vu6X3r{uBg<@8d>6w()zIZ?<#vo=GnZmo+`Wmnh!x$4ugxy<|WTZjE^f~CBYuD9w zL~TFDJ2<=u()0WLyd>CSX~!Gv|NgT+aB32&<- z?qDgKmGA=f?{biN3k*NvmJfDhp1+HQyDD}DfNEePi(?R;rSiF*M6eo}D6tBlTFVA-Dt>BvC z^X()Oizy99dXwE5>s2*U+<3TF%8r1R`o*zr^9GTcoi`t4|D+?RQq}VgB^_!$#-w9F zCi;Ioc-5hkj(fU~zXSCRvx_LpYobfAc(50PGbJWW?l5JfD^cniR5B?xQyAtzDj*#y z5T-S=cmyyV)R7aQx;wVAsyP!5IA781vQ8FhXz#U$jR#$nQ>jX$vBSbDecl9du5Dv9 z-JPoWEP+5@N7g*up{XR|scRNkp7L8=1bv4Yt>I*1@uDlc|5wt*-|nS{V~+;P{8~DZ zRA?-7E>!Ak?l+kV2Lq5iff-sD_E{B*l&N|uMl|$@5Ug}bM62Lbg)&7ll`WJTjPJW? z!1>P9UP85!9+9;LS_ev6rfODG%!FpyaFo-q1z!60O+nU1GqLvpZpprex)YK$XLG=U zHgqo3>ls{g#_u`;xi)@21glIkr<3hOwwMDsNQ(m-anqg0!%2YEM z+ll(2Q!1uw-lBvUvq^943w`;dx7lpXYj5CRHY`(hB}sEb>3JyCItdiU zZM}(9tV0FTry|o0S(oOC{?LV6Vp;R@psR>L89Nu*cih8TVXDIo!0dV{u-G~`TMqUj zT>w?;8M5Owy-0u{zc{DphQm{lEygRg1PCh?9L&*8zduE{a0{NwTsergJK%Sn`7{q< zT`XA4W;5+=cm}DG<_7~#AB6=WQXi?X1c>QG{9t}NK`NJ|X9UTT3K!~|!9WT$or$LN zqq8BcB^f=rr5P1kGwRcs;`cGpIEK`s(k!Vnt)yuJf~vTWR9LaiG?pP2=jf7^3{hG# z)w)*N-2)TqM6)kHD;<+ zI`=a%8JKJ45@MPOwiK&%`{azmJPL0FPv%^Ad?W z0!%6tS^gl;xs!Q|c=lSWB78k{Du#At{)e=89^t3mttpntM($)6}Jq zr(HE0mXOl3QcVE3&&LF2R+-7ict*mQ_xQX7iASGhu@j)7nIaN(B2x=?W@NB@s4& zp%T#sYev-be5?RNHdR@G1BZcU>efci&NOsI#8VYm^Fl;%o8iI9o57k<7b9o4bb>ES z&{vp}Ol37l*s^|PmpXa?mzFh~E1$I{oQF<;HF5H#`i*6yfqBx-$+T@h3yzvsB65A7 z5jH5ba*6ZQXmhJAyY#*Ilx3`#nPrP!VEvkf-PBXO2KC>Brli_S%s1Y+4f8@6=s0H8A@3)oyM@WwEfXpFF} zsR79wu;%sP9*Uc*E8nDeKJN%}XyuzWp4p|=E6z?Eh4I}87+=jt4Y@9R!RF@S2kL6wokQU-sd(=WA$L|gZx#9z5JCJT}Xv70vSGVCkSPFP+rov$ZRO*9KZvV=%8UeQ-6i0r(IbwvuH91%`Z3 zsb)reL%2ab4HKsX} zX&zv{l-#{`Rg=dgR-tBl-flWCt6Weif?Mll$0qb{d(m@f6TKQfysWYpml|x9?4(epbBL2li|^U}SeeZLj3s<`!>Vf@lna1PGPpylnT?LjgNHB-Rgu0K_1Rk29%z!&r5#3t z(_yU-TijL(2E_C--2%Pa$&Ob&nV6+#tpO7x2SH@OL1}dHy2Wi;MLe!SivU zB-{b`182|wz>CYCh5-m-oe9(#Oo+1VsUEGrfNijxz@PTOx|ScYjS^wGXc(k zVsLO^)&r-F$+~(^9tc>>1F%UNDt=dQh+(9h#^u7vC&rNphf=W@9#% z-BrbdlF_Cx6Mc|JCXRMOQZiN3{7E;;O-*a-(is82kBQoMK)_0x zY|d2Wyc6QC!FIn50h%cZjMIRu&Xih8I&fj%QW1uh*+eXo5S6ATaa>|eIGyYWbuj`0 z3q+zmk)IJSH>o8(a7RSP(v=^ZS0$y+BpCJlINP}i8uYYepf5jWcfnd`3feW?OwyQ2 zOK%qK>v|ln9BLy^1MjW_3c8W-7In``_@%{hj=6Lzl$y7c4K{=7|3VE)6&{IUc?S@d zo})IRG;p-F1;AY9f-Wgq6)AmczW@{;1@qlhC$hrXRmDZH#TO(nxGmaxD`s~{3^N_U zl*Z)rUEo`(n{6i;>jy=$N(z2LH=chbD25 zr4Ai0RBG#cO|#(YhzlIu#Ms+RD3bvrqb=)3aQwcdM(CYOASI2v z=_-P2f=pbX$Jm5)=ngzUU+%`9FwaDg6C>+&s5}a<8c3sIsY6pYD6Ny*Fis7ol89+? zrC~dvKHkO5)?svsP?jeZV1cFoR_2mNsZ=bjA@z$VjxAoIW3~sqhw5f(mgU<@q(B?W zO;@O`8jq*8)`o`O(g$8#+^gRy4NhQq z-0-{i7a@pIv#pXCj~(tiDh3tlL`f=1ZP`|dM}qMZu~@w*GfBiiDT{zkq+fxK7}(fK zhPp5hM56~im5#J3HJgJhK|WErm8ptd3TV;vD75BJ!@Crv!eZN`w-XC{?wmd9^nf$I zpfQVWxS13sj&Jhrb-YBX2H4$H&O{(fO&)eOUPl6LvaY1h7`)k*cfIt*mw)ayxOD90 zVBYukVUX51cALqtSVZesKJGqppK7F2G3Sz6N!t$A1w0MtR4PIN=aP=kuz*BNNXuLj zDQRb-(2>Y>o#xaCNmFHV>^XOKNykb)!?nKNl4|(nnG}XC4NL1LG`<$H=H<{_Cd4|F zzGjc-x#1`@_V({^oq9vYrNa3PBkt$n_ULGO(TT(Zt;n(wLiJMG-`Q$&vl-fpq`Tm- z(Tb{B4nhXXQ^8W#GLsiXFxA$q3Rr{ebdGSIg}dhfU5#iaJV_6s%h44Bo7hx(hDU3A|Nh^${Nh|#^smsAsoN5$BxdtI_R%5I~ zW4a=>yML@Ym5cF$D7~FuYdZgD?t&50Anuwe|5vjr>DsyEHHNW4m&SP3FjMDW6*0H) zwKb*MVM^TRe6g*ki%Hvs`jOL;4A`effloOT@ici(pKgO=zVi?`#$AFbI2RjgU`K(Z zvm4C|rVBvQW0n6?rqUSTEW8!TK4BMpnFj7LOre!wL zv1nRhN}k*vrAuKX&SYm2jCelJ*%;nxS}v{jRS7!Pk`S?y2ZN-(w3^nJ(wcNRnCN-U z#BI+M$dSn^p&6weOlL$|E>x%boVrn@Qg34ECN*d!0~*O~1JY`-$mf8X%EA+u%fm(r zw>$@P%h!|Ah1V-pXsXo@L2Fs;)#&Bbd>znbL%{{#W&FjvF z7E?GK`{QJ^jl9`&~ZbE@Nl$8rwUM{7rJBHUZa}ee;o4y)hw&6_yuM)BtjIJ&D z!`nV(S#Z(fwnZgLNy~*gtVmYvT}m@f59Sr_=tA^i+AKIPpK5T*2BE~<^KS3*qQNN} zXcSa8XLFo#aE_CZ0Q|wyV+Ka>PR|?e(#d7HL^c$@>)T)D-iSeZ93_tIXj55rp3fWv=ObGRsserVLv^Z! zJ$JJHEwzynfmI(fGnKkKneDwk3rp9$DH{xl1OGX^s4cP-glO`MEcE`$vhq@6V zp5&--2^7p2uN;c`Ups4`$qt7=Xbq%^*v4T-T#-!g>Xj|?_mA8W+)zz?c= z%Z8*|@f@5y+kT29drWx{ods#yR=m9#6M&5*8Go$Sv|Ox@ zX@pB{I+0kU1)gk9EEV!%p*||O1veCLCzpWBhOD-5-i)-?75C)aj7l0ZRclMTU86N~ z)Vf&E|4p8tx+jvfV7MxsA{>Ec30gfF&7K{CaUc7N zCz?xPL=A6WA~kcroIHrGlx9-^*bGMZ$&y)}cM14)pLP4wur!A=%tUF@io*v|NLmfcrl(=%= z(nuw=GE-$)tzi}v-WsKI9QPTWM{5BkHIs`WOm65wRH9kA&~9MA!Sw>!R5iC%pj_?; zV3JmtJ=fmgVmv#)!#*d{M!mY#c1HJ8_cc2GDtA4BeS6yK5~~q56E2dcFqj5p%LCoG*XiqDl{kf&NiJ%&qy+;V&|;-;XC$J*RNM4Q zTt-efaO;~3VwZ_c1);^k#XS;it+cL^k%8M(P_jkLG;KTuJB$a`9iL5r(xgy%tZMEX z5@IG^22C=vUntR&EqW?G;w zRS0dUM5M1lRk2P5fJtDbj@(8DGlk zTJlg80cop-VeqoYG_4{@Hmp7vUE`U+vnar`vJ^E4_!U5P#Ax5pKm%P&?ZV1M*V3&l zO*D;R4n@XW6gRY)s8>q!Jf)-;%3-`jW;=9+NZ-;mG5`*jh!L72FH)CM$E zMXaw~O@K3XWs847NIX^|eaKPZY2=-*kOvLD)iZLPy_1z?Q=0@d-C5i55T>QsrWREz zLd}FtZ{2p>yFh*y1U$yXY3Lu4^nkKy7Y4V*_{dD16l3*>CR0pl< z8lDvla6XV**V3LR6g<}=Kqz-j=foxLmO;D5a!newI+I{TFh{?#9Y1a9Vj)g*`vg-< zook4r<{2ubrZ>s4a9?>TRB$R&QqU||g{D*D;)c;@NnEBnIbw-<$Ygct$$Z+ybk59q zqE*UNlO0u9G&}mAUQY8;q4gP3g{g*5qiawkEtirP3~`t1RWDrS4!fPUVJNN0z9uJc z$XauMbK2y@13gZTj%cL_B<$hDQ=$GQr@!lqSAmnsiRsFviF^E!TRJ!cC99?m)let~ zGdWqHCWs@MwD)v|4@x9B$Ywf>2G6uD+XgQxdB|$*5{xv1skT8}Z>wghD2poP1*6oZ zG1#Ws#B+^d8al8Iee$q67q&Sm6&mYPpms?_Y^tKr?;m04k~pBP-Db+}%<;9(B;8oq zckN-pR8^UZF~J%l4^b5SBw)!q2%Z4hj%OOxiij>qgi^@E)N4+x_qnxc|L$M84pq^ zX~DESV%qMthXn&|s@);in4!5n0??Y%6Za`4H@=;hNMEs2QRZ^8rDJ)QI=GL!=$y2u zPPMU$gfVoS9yrLmTIi!iYqgTBWv0^IFbc>WuFlU^I(u4YyC*rHnbz5wkILL(nq-m5 zF*_}|YF`7D6w@H~1|6Hv(3QOeQPNa`QD7Zg6G7|iO~O=wrtS_EVQfa%*}raes;O+3 z25K5&y2ExDVbvuOkXv)QB;pSA#m@HrWCtE7K@h`3apbxXOqY~Mj&x@O+7K={clIJu z`c)PQ-C2iH?NEoZa16j`Rlg9}ZIZ|KD9c^IQu@PVk?bZ+o}zQ#wTGRHD9!{chsD3` zIy4OJ!XT~cKq%;6NQWMyw$9l}0iH`o{B~fdiWFIO;ZuldC`d~uruc*s0d8%q(P&?H z1$8PS8H^Z8VG5XUbQ|Q@BcF@x^V`omwbW)2noaI?fOY*L~{j<#HLD>>I9HRZ4?2r92eq zP!;GCjA@xHq4UD9jZI(rjHhv(OI08?`?JwH&nHy+7^tS(hQTmt%bq-Q$7-GRojgxB zvQf;6WfAHN+W3WC5W;$w{mJ60TIJvXrC(H)0QOw;X?GGgR_Zo{m=U&G>n(vR3HK1@ zz+H4Ei`Hscw%)Rv)(n6cN0@4dxddcI&2QI@r!km~l(v}r&7q?QMO7x@F}S6U2yzyq zvh1QJ41l3;Ri;AHRtsj_p*ljVX040Od@gAn!SUn`RNb}CWi?_2hw4ZlfuG@2+m)^& zyvvmJnF48RW=-|`Cu_;xNs(IDl#VPwnPcG9TXtqe>jK%E)TxFtiZ&R&o!ezm1$8RY zkEj8&V7EnWyoO9h601ztovX;1sr@oqI*CzBaX6Ki9Q zhStm?>w(6yz@uKf(s-L`G8HgJOmgM1-=r--R#$bYiQ-hdv20WtupJ(U^sBs7u5iAu z&4(I}1OS2k>j4A(-EHY%$mLNaTe44ZlHTUwQ+BUi)rtZTk&K=D!@gBq03@6XXs3-u zr=mU;nGfEq(NL%Zz|PSVo(kj|43X2D3AzL#?QAyV8q!9qNZ*Vb%T&15;8D}C4wXnB z#+@f6G8YuBCtsY-T=U~eon^2FY)UC}p-1kXOMRZI&@7Yp3!q0*wfx-0E|tvyEU%_A z)A>dq5iyL#GS;@{i9eS}A-+q1^vO1~{r+t*+I1(o^K7V**l-s!=vqX;1)RualaC&S zpkNytg>c<4n(pRltkIyZ8EXeB5sb}LthPxe`)*A)WhdFw$hvBBMOVbF@gk z4lUBG$oW+VXu4_R)uf^qFsNQWw_DCSD({=7Yt>ZZp{oZz;=1 zHVfPYx~5NbyMQ*6MEr)bG<$w!dX#+6wTD%O3YDp7_FQ#`CM5ww(4{H?qc#(dT%do{ zp#mv=0x@he}K^_2*petDuFFVxDV&BPmYg09;T_CQx$#D}^ zZNqCm!?3oABmx#&B?DE&zwA~gB2^e$5Z1nRNv$!TGZjacRmskpH|p5s?*kdt zDmWG40c|*v$Aoar?$_e(!Onm|uI(xIOzov84YU0=TVk}WdD$`5u}=x8v7z3ib92S2 zP329P5iPxyF4}<(uYI%lZMGA_%dEdQ4*hWluTNXGS7AZPE*gWaY4Y#kZ8H>YL#GZZ zOJC9tWg#z{YDe-0D-x8mS;)4(8|enswqm#JLe`H0ILFF0nP;z{ z>0~WE0*SSBxz|c)Gj*BBok*4JWJ=X^7K_@~TdBqCfjX05KpJKT-5^ibf_ceIp4#4X4r(4~+Q$ZJ4hB`V!q5 zQ~ool3N==2*+w?iJb^%`4XMFQ6UM~I`3gWg2phGFu+ekf#xpI8k(bgX-DRj%^QNS$ zt^pWaWztQCd=D3;4+X+vUwWzp&ow?vR7gy#Ix9={ENR2FqMj4gnCxp>`c-OLFYqD{ z>~B9R8)@6rhXaL$JtG{67)f_PxE;?>vImIBJbrpZ{hyh3IygYZbSMo}XBJmloheyi z^y~?;=Rv##=Fns(svH59hw=|{=cw&ufHHpj!ZMULfN|AlsO;ZR9ZV<3eI0`uqZuqizqx8uq(mqegZ$xdc~b@0gbbth*V;$bkaOGmcb0urq+D{&1hYnh-dfhd%% zns*PY2PAQ^g*4LyOPt`P`Ri!`Jg?d2)}gQ`4MV4Fd#9YV=v2GPUiOxub=eTj1Ynwf?&oo~e z@|Oo3$s6EmX!~a*3%d@NbF|2V(~`WgsPt7_q{rJw&1dyv{ivL1IQ|avk|q^u z9lC2teYA12ZEkC;9(R+;DpSdqf!qgJHQOSc3+57@>J3L2t%G^7^&NVN@l?o>hF;%S zN>jZ;RxsT9xH`Q`$C=P}41#AcFBr}Xrf(on2xb~hu{h^V4;&{u_#qax&g{*M`U$7?`R+t3B(&c)No8j|jD%TS;cs1rZFSeps1jRt zfHDv5wCCEpIw!iNhv9|{*|D#ZubF^&)e8^7tcIHQFxKH>Y|UU`)Vw@s=|gCQJW87O zX$)1KYVEF~RU3Ie#LPI!`B18nX`AA1)-$L>1UR&*3cwd*mUN(_$+8j8JYxI15m}XG z8Ml`Pp)5vXI+g;p>6)Puf{xF>)-=^x`w9pOV;fQiql~Pajt>yiB=rl7tBA*@HWk^L zu?;!(@eBgC=7jS0KB~KtyJ3Dv4;3ES{jJ z__9FyHk(Aa3Z<1D>5I3=&+cvS?9uC2FaLh;_@jUFi=X|9Ki)g}cJDoZ{r0cl z{O#$B_xIlW58iH0-sihlFMfXW`tAFBKRtc-)5{k>Jp8YBuU|cU{qEu0r>~y9{`uj% z_x|d4?_d1*?%}%+KlnZVc>M0&L;q^uL?iRNSI^(R{@FkOeZ2PG>0AB3{>SfL{qXeN z@ss%N{iAQ*|NQ2gkI$b!I=RE+UtT;re)Z$=(Sz?^y?y=q{n=H|j(_>)-A_MnuWSt- zJ%91>{fD>5@8Y_bPd~i+@u%arPcGgpE;)OvZ%!WaQ9RnSBmeLhub#eras2MdufIHg z_x|nuxS4P6AH~a#{_x9#2O*7nzua@#-9HKu9z8tT-rLcG-@be0X7KuN$IqU;^M^Tp zcK`Le%{%|-XMg_7@%yLGpTBtZ;{D(6mj`}R+XnEvC*K}DfBE!16n~RbBv3f}Z8U|? zejhYN7nca&*&l*B{p63AM`Pob&WY8JzW?sk>$gvTd>N1Aw-~p-{q%T*liPUw-K$Wj z_%7a^-FiIwo0ErqvwheQ_czl)i?jQa0=KaU_NAWoE^3xCbc6-hDPkxQI z_2X0B*!W+f=>4Ok&40aq@#_AYKiogMhe!8bJiiy0J$Z6;HmiGd@A&1r<9kO(5B_lU z-FL5!F79A^dk;4Low>cy|7-h3@Q@xtIeqt=-`XYp);-qSXa45f--k{=`PDD@ z`R5n!j~*XAHH05peM&{2J!=Kw8Nm-f{OI}C(_{Y8eysT8@efZ+sKbwLL@)dUj{oc$ z@|Sl-&A2K*efIZ1Z|&-j_x|?u?av?H-1E2k@#))V?ycNG z-TTFj^y#bj-^6$MNB?TxAHVgx{KbFT?wy{D{PEt;$4_6~d;Zkl?%n%)_Q!kge|md- zd@o+&+WPGHtzYu`!}~WM-rxK8|NFnWe%|vN|M9Q>9xq-!JAQNQ|9SQP<=_2jL!3vC z-JCzXdit{~-{zI;VEop&xN=4_diuW*YLl+c>mMAGgrI$kK^#JPv8Fi z|MEZGfA%6=;i<Yx`AiM&+onc@aq0A54ZO4FuwAKVOtMQFW4IUnP+=< z*|R|%64@6r#Daka{PAthw#Y% z>-DSSC;#~$f7<>I|Ls}W+CJLp%j4U8_1abB;aOxl`JMmmeZL?7`+xTT z`~KmZr=Ax*cQ^Fu3m-ms_~X+z5gPw|@{=e3@%F>f47zrKC@+Qoiy(YyC5uO}Jbn4(6N~)eEJU4! z@RL`Efx6khd-L+e`3_3*gQIwdqphoccoc7R^f>-#)hQAN(_T;kWy2-yU5pll&v^pZ@)6k#+R_ zHz$8_T96%m{|L74cJ<9pW9FG~<0YSn@}vSdI`J>>HsQvO9&G;h)-V0@`{R%A?{6L3 zvkyPN3C9*G-@_N%%;5>{d@Ikx0R9Q^$&>PU8*uJF|Lz}uJ^ylk`-blQ8p`6o`*rKo zw`Tg=ym=UY+a}k)J@$*QKH}pIJ^$_AqyOXV2N%LP`N_}k?%n@&zx*Em zVFS;9`=BO&j?QmnHkEc9&n4^FBAOHPdkFLIcJFxPP?>_wO>EYim z6{)8c-?nJH(3V4G;hV!X;Wt;mAojio)F)4N{O4)far)_Js{Cux($AFV@fDkW=Gk@J%DHM?-09N?4=)sJ|En(a z?vs~YRk~|l{E22>eT!3Li9+S@wcr1Cp_f}bI(ir;bt)x)r&H5E`RfqB|J{pMzr6MY zZTkTifB(-IiNm%obn#s-4flSPrymjD=J_}H_RAKl6-LL3_o6c zV}E=7)=RF3XWfXC8+qu~^W^2zpMQAv^xntEdmiNBX<$8ZKHomp@BJMQdyO-zIq28V zKL4^~zv9@=+lRmIAMrbtM`Frv2PN^Mq1fsMNy`NYDkoc)xPL~7i@pnv^9+*b5a4m%s^c>amvP4f{B%dE*J{G-#;{YOX+0B;*+p>O@VUfl;{7e)OlWN=qwZX+q#3gU75c$Kuep39D~HC>;C&B=ohK0MeKT0-T2oB?I7ipP~a)Fh6&lpMi^WW z!d9Vhe_*kSm~ek3ifL8&v<-g-Z>Wk=;R) zm5ml=DrW#4`=qCJQ_vl+TRjV;d&4c08tHyHR103t+o22 zi$_i3D+Fq8&rP*d_JWqp!%4ehv!8sTL1vB#7%S_|f= z2F900POdlE*vC+aFYu~AyXK8fY}qrKTK&g?2IpzOGGaSuueJf#A*qLURMc-2jg1m= zYa0`AZ4kiQWlo}C0P{h^!GIpoGOqvOT zyScy|UO;Tun(3(d1W&I#v-bPnV(wYEbh$B+yY>~KXdAIc?(|~pO2{t%@S0(Wp%Ob} zp&>M{u7D4&k;PRE)XvoLP*?!>@~$xMFC)Q_OU!Q9Y1(zyZ_9*;n2p>Vyi6!~DcrjC zf+r$1&{YxD)$Vg8*OdXYd$#JgwnrjY0L8pOk}epr8&u7&_j&{==!g6jb|nGviY8!R zFt$dmTpsSc2Ci(Vw63*GPiMV~@pAc)ti0SVEnpR7w;tP-nr$RXPxCxfJ@nO^q^6sg zeUC@?uG^j!2paC}&Do_|&g zRz&wxaHHg+Txi9!R%WjY>Q%w*f2)(9Md;vY?qKZ3e70NbOLo1?^ST=4P;Kvi8O05T zGrc9%P4Gg+5Wc4i+HT4`)N?j3k*lyPb-S{kzkM%{o?Id+iHXures<+^77*M4Lq(I) z*bdcK?y$Xnb+t^S9lUebe`SCcM_dQ&95_WF~b1#WY5Mf8NNT&CWAWbSHJHCiQF znrq|&VmoZ9ZVGrq7F5bh&ui>m&y*9k)~Bpf-@pxCf6s z#r8p2B^V6#WyBz zp2fO3Mvw(JPTprhDz0LC~%7j#m?3ujM z!9rdP$ql_<3{&*v2B~^>)-FSpkn5U9t$-Qi?oSFaM-@YRt_o+yCAZS6Z3w*1YIqa-Zk{xUXrH z6x*SEmo6VZUCq_pixkXMQrje|MG_InWLWU#RBi9&C;6{eP<6X77kzWNnyRt67`=Rr zH5h2)C3QoNTM;gt)HR;0#fFXt|Fd5=h|M40D-M@}(T&Gg*Is}6GxBfA%Pk7lBl$$A zV3FQ=vf0q=v)x%|jvHqysy8HS?ocjqFz(B2{hH#1VGy56bhU5FY~3PTV9$ijd;JZU z+h%Pe+jBr;@w)d)3w-Bu77*6~lOzcIxcxGsV$E})Q#l^O$ni|dpAQ1Tp?OBtZak;D z?)sAw!JWQo98^GoD~HdX>w3-LVIt6YqRqE}unt?L`w+YE`*@AuG%#fj$*cPFyEBZg z16<-Xzg}G8F|tTRNDn-ph|4uO{?dg;<%)m%^kX`tRR=U{y<}>%4>kTuE(WC@3XR)F zSgY<%(5pf>l^a{MHK07}_UN7cWqPG?hSjq$cUbc9;naqcj&fhUwh3x4;VE^+?vU6u7u3Bc{;#sd$OCeNjk+1nru3&xd ze$HnKt}}~umD|=N2SR1!7@i@WcXSWN0gwH09_hO54*C+%_H`+SY+6MNDn^3%&($u{0Xkjw@P#7&A886&oA4dC7i6}()wcB!1cKAGKr z{mIWtjnvF*;8yfXcIH2eX&ILqH4`@dT*p>=Pg6Xu!yePSQfF4Khe=u7&(t`4^h5!n zP@-w(B~zR&xnK9l^hrx`|9hRBw0KRf9zWFrU4q6->rj){i(TUzPM$opbM{OCH~xGc z4P(6E#?h;5u0D~Ndrwo3u5s2{>(yGFYGBLxe>5uc@e(_1nC@H!=_UokE&N@g^|NhE z#9$!Dgc+9tH>+B09s$ua2hU@#Out-v~60T@a$kmLj1{;DqR1ZRA^2rZ(K57BsT|YMz z8V?tvqt{jFeidsj?eGMUP(39ew|{@KVmCIo1FO$~D!UB9uFT;2$9cgN;oIM^$<-0l zPd{h@$sICS+PD{ii#{1&gKx_*N8D13T`^5iVv50^hCS=Q`C!0f1H?;;%b+y444HiW zyPZhSMMl9hYQ&7CeYW(v^4*v+MKApJ)lXNzfg^=4=Q6H`!GS&H_h&Nmd`xca5?yT%vW%%`*@e&=tw4M+j?V#sRhu?aDCy&L=G) zxr3v*aq3Up4(28iA-Kla!09i$0Y2Vq@)(PYb0(;Iv%y~Tf|DP5NvIwrGk`7L-@tg6`{ z6`jJuc?r$|@V1R)h^xy?ygkHNn^h zyTSo$*Qnj#sw$6G3NBKBE&-Z%0Xv0I2dszda^Op7CYp!F0Wi1ClhrL2rM^85L`SpU z*(KaaVd_uCBmt0Jrc!4ZgGU918wP8-D6`D`ch0+F^#lNeR=|YHf|pwcbO6L{<5`V= zq0rr)%YmhEQFaGuhpQUUoU3c5h3oT9?RHmHc>-1dm_|B~qONGJUO2BE-Cr>5P>}%Q zR8`ZI$8+m`rZFxnp(9&^IgBJTciO!-EwFSMk*bPqVPtX*yPDuh+n9@kYfoU|!z z#`sHM7qG8D;5eGQYg)&CsN2S`=+snlDMkQoiYZ?wHH3^!gOP>hg>XLGH64 z2;7$_CL5x`jRgaH(Bf zKL`59hzAUo)*dU?^u6MfRE!kd?wq2YQvk8M2{mwnbYK~J^YdAX}Ms)L~130c*f|I$EgcIIS>(ekguz7k350BT)+nAC=)WjjU~~X;_A8)G7fy zn91Bl31~7*ImY6gIfe_nO{?@Y>91OtBSz_k`xORh+#L4u{yrQ zC1$fGB8hE5>=gLG(*M9ZP{6(ilhn3q`4S8Vz!|V5hDKR=A4->*0|iReHB`$fF13}Q z?1r`c@obL`e84DV+upiXWXh@qZjHN>9>6Fg6St>S0~Z(dIz3QTo|*kNJNF5X>2dVp z)`B7%ny$O9tzcprdaegS-4^H5z;G4UtO-yuzxd3=XS$~I<{8mfk&tA!0OLpIT-RPX>U{GQ}N zP*=&dAnsH25JQzywf}j>VP~K zPe%dNI#%(6t{Wg7276mLRK+C2?fHIeYZ`+Nb_n}59XyQC20uUnDQ`HttcE*4IpDLS z9c~p5X>;(10R?!|#sx{G^sWTxFsR$kwg6qxwd~+Ubu;Cupl_|M`aqY#XmBym2-F{_ zIjdeF;F&xwIxlw7n>R2o1sFoZ{0^lU{;&q7h_dC!vXaz`)5Uz4#@>j1_KTyDjT~`e z;E7Z!ei19Adh3pT6ld`I-G}$b!+-wc|M>)lDizRQ-&q&{JujRr%eWg-=Bql3hbFh7bgtfwja>rB}< zXZ=1++0&Fg?I|AK`TFxr*&~*lzZRGMC48N)gCUI^9UZZF59rO8Ae|5epDZVQ+gp9> zTea$~2v*}^Xv>H#``eA0p<_+c)r}Eb*{iKlGgwG-cZk@^TC0wlaY|7$jzIP|jy)JX zt-v0>s>hzXL&R3rS~d3E6879b3HH>D5nI`-TI{Lr4iQ^fYn9k@lp^*VC6B!ai^EK= zd5&h7T0!49%2om6Zhh-)eQQ?=r@x8t+-Da-=*71TTkBD#?8sar3zuGsG8I!ob(T-b z8%b%B4yVy2in+J%fBw)XZ^P?oA_rh)8ROgN2BLNNr)dLSKW~}no!`NI2zF;`4R*2XxvS_ z(7%XoPz{roOS}=zO9E6*;zbxjqtNS9OGQ|wS%yW!%OIq^FW&TO2+ZP5r*t~R31@)S z#{+hC1nlVB059QbkB6t~3IH^1D-ZB8iY})V!Ss@N)VpkQfU1qtXesti02>&grZ@;t zEdcZ`l4*|#{$3EKGzRMIEfOHbriQ5*IFXj_o|AWRouh(`h$aq`fPr8_m-mNTgnF{)f@UZ%Gf}3`ZmUk)vjMYq{84!#R9!8<%?q8?_I^e(5-MN_k=GdWqoe3+A}dK_xXuZ!Q55?_unmS6X-p~DW7ol@mqu|@2sd3sxTD+qcBMH@%y3~; z&-l~}FBc%XmlutJHc?eMma`}5J&4X(fwl{vZHD$D(Qz#~1GAHBNxbT^zRs$J+O0|Vl-Q~0kW$pwPVgmt_$|@G-(XJh4RZa>Ty2uVlcS9X^;lAF~mCx z61rQo#Bxdl^=DI{OdP4&QS>@s4WQMrZ4S&ZYk=tun9rKdfT>#D$czSnSsDjsI5oh` z27oyZ2WHg)vl=kcku(@M4Q-#T;Oqy0E5TxN7GP;>LVh08goY{eox!}LQ$Gg^OkjY)p(+-c12fDKZ1Yhfw~LAtBT3W7My>M7NIX{W-H2oqU`nY)SD;N zCn>n?ePU{|r8$7K*D=`iBX3GRdg-K3R7X~wB&&npw9ooY6MU62tJ!s6q_bb8z2?WYkqRoN__g}t6wWa^6pXV@Ug{{KF{IypIh1O3GV za0?B`mk({T)UYbM%ZB-^^s`wZkL$czi=giQ$BU?#}(Tij#%?!S7A zBxamQ!)r3XO(#*P1N3M3-$yTq0sa^a=}A|RC-MAQz>aZ2g1w;637`>K0eK4Ob{xes zs1t-q;8PNM2#id@R3})CnGVziL*q6)u-;yX?-b8?faU9KHlqr@X;yJR{ zvQP|M63v#k37Y!}uwk-#w73vmUp`9dY>pCg^#C{-QU24blVdVq5L!|%oy~D}yRNHt z=`{=|98n1*;-?QEKCepo^tzW!X3LV};3i!F#{a&glyk(Td9*EA%C{9Da#VY3tE>W^9xxxy(8*dz2d0hFa$^Nxi zZ5+uMM`GN|=}juNOZioFY-5YL4H56~2JbuT1X0A!ltOn|-=GPOMybz#?@4e?S!L0{YwpU%@shlC(=qHuak(h16P z&~J$94x43<#MGNInG515j-xLmje%?8#G8U@VgNH?xt!vBKh972Jf91EFqkVAgF+dD zm6*?H_eqPlzYnuzJz~E-2_s!V)G%5YR50K!onL3rstTL}&j%|KtS&1k^L!u}JR{!* zc{|6~&9F7&9~KQ0&}49T%@`OpYp*4tl9Z0F+Z?&qjPxa3r;$36Pp953_2DWrQlxWe zE3+L2%Vs2QRdi8n`#7y03UKOY(-$Rj0yX?0*zMjJV<*$wmV#3fQ`~4u2B^(g6i;Re z$e$@%0$zOkGu*X6!3>s~U1}3AK@)7gNChRLwg&UGbq!NS!gf#$p8NQ z^YG2vSHHafaPs->>miz8gYx)GW!@aWd-bp3uO|#D>tlXmIZ4S0rB^_n&&6#Dgf+rW z=SpH^?lc{&Oj#MJ?=)kL4mK~UBQ=K+uw*A2DZfH#BTx?Seh`=E)x#D4(8U;zfoIA9 zI_=H~*c3)Tv#hKzmkz)!qne^y`I1ds^J}pA5a||j3^gSf@^PzRxrv&P_@u4L0??H zpsSZP2TuONn+{46`yvzBLK0$!mNRh6;h8@gDdh2Z)Gr0 z`@9ZNGg@@CL?p{{T3L1@Sta=i)2!E^_V^A-*na}gG*XO0u2{48lyDj4VF{{r#5D!oSv^tl1z`@uRFDc z_kC^zbSmI~N8SVp?)PKNFd%&~#|081I6_`;9IW)!%(8w?aer@*1Cw3tADRjs|5xJ2);9}HN3vw{%vH*W-O#=^GhD?=r7()sgJ zC9vdYgS(7ez#+`Yr6Vzz@PvVu5Vq9k?1^2F`m7_|vK%hp9lL^R96VIy7qt_;J_-!F zqbrZ$R2ZehFJQ=FoSsBJv@TW{0nb;xFJ6F4fS`GAhb+YYIY9)HF}SR_Dr@)L=ODCj={Kc< zC7<(Uc(&5xXVee9(wXStJdjj&V>Cyq61ICsnnVep0!-BfE@HIWatOu-Th5b~%Yyyv zs;bS5=%hY~rILbYp6I;ItPA1Y7L_=s-OfBuy)sTB6uhrSrk6mEWCK1t$9*Clt(>6>Oc!BfnRq$> zJC^5Y=iy$0AB@MO+r0!H^m=I&O_QGRR))}ew15F5Lta%LjmSlPnX?e*@`fntnCh5u zq{_1I_@1R|rlJ#&U6x^-h23s<7l>ye=J4zU_QxMdSJgWfIfB17`SC}flJA0WG+p?V zyzt`KyM0-BGy=yUj7raVdKEl8$~~Nb2fJ1<^?f>Ce+Y9`d>BOFmIU*cyoZ{hbX0>J zX$HoTK`+T@3f>y|7|bc!`@od|U#ty7bN&7`b9i6O1Amylbr!mX1R zFZc~`+8jh@fD)sn+HHIRGUV*+>=^?Esv>I$pY_k4VF}hJRQ2yW;?3*bewd z$QT%P-tV7)VYNumW!*rd9E&V49f;J6FBeQ7uE8U~;^H}*H4fBUq!GEGmuwZ9Pb3ox2z_O`^!s7-r6pSZ$4?)IuTD68>L@fAKATQs?B5#)a=`UgyRr!J!d)cZR1?lnu zw`HJNP(T7!0e)vG3HX==y7|m~xZ-oi5pvH&)hhK8gr^7EYnUbdvCa)^b15BHGwIk; zyJOQfy2i*IcQ2d^wM)m2XILhFF1fK>%Kv%w>HXXHzhq$?(VRzRcDp0EB)AUR?V|NK zWcL#=MhVyaeg{Kec+~hM6!fOINstg02}4@xgk6KJ2a|OJ##sWKjtk0^Owx3o^m{z) zM!rC>Jn3x`^CiFK%+C$27`km&Wqz{2{0%XihsgX?6^tO) z9CxP-%qD^}EtV;$IR{Mnv5PYebHcJds_spYdBKgzi`C_%%rd^-n zf^L%&tFhE6+jjn_)LNY-KRAlgbZTu?mQof`s@U3w^e~k5;zyn|ll_-vci8$Ln%HQH zcy+Zf%rO{Jg-GotMrgYtKwT?mQL-V;8_Q}`1R%RU-3nC7sLPa3mS@&P2MnIRplik& z?Ti5QDy=Xc4MS!Mu-)D1a7JgN`E6qfjy9($y_lZ#2W4BXr&?m1_L^kIBx4Ls@E(!v zR!H*G#h{(q*>7sTEnCDNtLsTVUJNctZ)vVKme8m2Q5wameN=#Tb@HN!>^7}>GJ*#~ zX1b*~=zY6TC5>%|v$Wwl<>6*MV3=+!i%=vqm}*4=61@@QUFo1BOhw{4Xj>-I#+p2~ zoK+TTOe7^Wk`c+J5jYHGx$BR;#!?|g%9dqVWhf(#v!>?8)di&DcsM!UhRn?ie&=a* zvqdU&WfOocPK35%l!*}67FRqVw%8{PWp*hl&l#`{dpq3GWD#C9mrvX`%Ogq}%n1~@b?jYWHj)OYE1X|l)jUAzdpYBe+XSwz z*1*yp56j@3=^E+*vh2%wd_0%aHI)M-*_U8BoGx8UJ3x+oDMe1<^yu2|0aEPCnSg>0 z9pwP|_3Md;BBib#TqC)zhB#oN9$X`tt%jX}Q~!vw5e$(=S`V&~xii(u(G`wIh$(L4 zi=XB+gQ;&E?Mmm*=2LbB?l9kbZ3?hqZ3kR3C7T0m30Ycs3|}ELxDjPK8?D{IE;lo>p$D|gC_ZDoi0h=8FCHU@Nap7mHl(9#S;Rlb~g8{}f-GI>#gGPg> z)#8|oKvK5cjsEWwS(levEj&Tpub3$jFlkBOEmlQE#(vKEpMUl4-Cy5+`T6Ice)HG= z+q=KM4yK!#*E0O>ZVsk9p_`jqO}oC=+qg}>y}!90FX|N6W4U*+-Rzx(p*Z$82PO#PAn{`had`NOB5-97hj{^H@&fBC!H z&#u4tmruUB|Lp$y>-+EjMgQNIH(&qV{Qf`RefsskesX(#`@8$U`|a<({QUm6pI?7< z`-iW8d-eF={r2Yif82le_@VFry`SHI^SdwambD(fy8rrj?|%Q)m$&y{fBm=bzPSG8 z(|@~v_weOc|N7heKi=Q|_TR5R{pQ`*-`ro{{l_P_pM81zuYddQ-><*={13l>S6}h= z`m4M9yLZ38|LWbpU4QlI^%vj#_O`y&zkT=V7vJ1}Rp0i%)&Dx*eSQ7;??1b*um1V{ z^%w6RuItNv{mr}h+jrmm?yLLzck7S5`?9{$SM`xE|M1Q4|M1PbfBrxJp3UFY_ka7Z z^)){I;_m+U_w~0gzWMAw-v8p3xz`Wye_!8z`FxDr@BY24UZ%YH!`;8!f3toWU%vZ? z|MFko{r=N0zWDTue|i5?K73l1{ExEW=j$u3U&Xt>|1bZ?KfinU^pD^C;j8<{KlRPK zZ$AJ1!`JWsz?WZL-_{?gPyf&N4pZLt4UO;q^M|jwzFa)dvklQCx5F??Lz#TW%7PHDUaJbyR8>@@AXJIc~}{=?4I>g-mj@VcV()ZtY@TgegA@G z{={$fN0#}b%7FWFnf#;cvzF1@`}>h}Q{Rs=S0wj(y<8z(uOF_jXNAd;H`jOfa?jy1WKDx{kSxt;aDJ?M4Szvk>O*@aVYD%{=PtdMY*MdBOsJCAuox6j(;PySZl+vTsmwas7OeELOInm?>(J}*-}I=tq*ORXyZChl%1 zZ|;VgRt@2IS;76TJg^ep7>hNIl8B+xmA$1=4H13;M30eynmIzxBMy`gOCA)-S7m z)G9~jwbeHm_qP7;ZnB%$tY|Rv;aV$bR+_o-8_#iTH-G)zH(hn_*HxT-UN-r@ME&m9 z`gK*_pMJT12Kvr|U;pm<_xF$W`TJ_^yZ>Po|3CWVH`iZ3ez)(P=#>-#79SpR?W@7JGw_Q}`x^?STqUt(O9*(?UJ{mqX*|A(*dzxt#q@1J~_ z=g6OY@_o_z%x9&d#ZNx_)z@Eta`PYG+<*O(Z}zczH>R2TqyP55|K!i#|MAn+irqc? z1;&s6=nwwW|N5I>Vi>1Nxu{{NVHh5hJBCqn)!fH0Rl#dK`4L_+jH#lAp~~|e!;q7S z?_`)N!~^vhBfFSks)`x9lVPG7!wDLuYBSt0sSU$a`J$6|dP)^#q~S5RVQBi80}BJf<>5b<=1QrMO+#j($ku`ZR95 z+$rGh5_)oLX+tU{p_N}%iLhaMb}2L3R)wEb^#DI34?H7@#wLOHuYUU9{;%)Hyw{(8 z@yX}w>**C&(Na+{ElBI{-w$n9iTL3|<=AHP+m8hO;8VZ5{^DQmKl%OrSGVscyn0n( zhk`OS&8tNF;UN1X&p5xER$p$+Sq)C&8QQp!p?S6CfMD4j~?_ z&s=@}bjnFrE8CA08R2duAMc=3-W;^9B-+>#FkR{pV!w{kjp2B!jSIAhv+W|*DClPA z2BhaODP!bTBM46XIK~=#$lmOCJLJ+3hwI$IjWwj7y@nLUZ}U1^$kPMNyu?9tFSzV> z;ab6kM#{&}Mm)~O@slQgU)G@s*$%Sw(T+HyN>)5iQR9l7&kj79IU4J@hG8@hFZsNI z#^@NPH{9H@N3cdzzSuqVeqmXpu_p+=)D`D`D1M#z(3d;3Gjw$Glrt|g#G|uAZ+6b- zEgLE6?8qDGiVrtC-BXh$Ag$h)BD$_a+Kl}778@zBTo#yE9!`9Bl zuQWywdNlHwT=92g(zrY0Je#g6vN86}&O2_E58QZ>+oS-ax^Yyq{H@g_AsJyQp00BFSYjH;D)mbx}=|( za!wf>-*a-lGUObKF7P%+za5ae>shKpM3q?PcL4O4Q0nss(nPONasGy`*0y1NIGA%7>&N5b z9B&U(U;9FQ5*{5ItDeF`OsB0D*VAxXXbrv88gf54Hg&db9Wkck7y1p9Tf<>^oDI!c z0LI38wsB{rrxQLjB20tY?0od!Y*1C%ypRyyqjKX;QU#Ju4NjQ`H0SVb!5lb@)<(lH zDu2EsPI2mRjW;%ObheDa%+Xk}G@{S!3H)+~?^O6j=k~X=^M4A1I*nLGJD241QfF5C zwF*-kTa*qY!w(19%D{OaI(K<|c&pGj66xsKG9Uhss6#o~5j1FB73ok<-HYC!C2E!z zlfionxyhe7>lE1Y|e5?AGar@Zk?>G{~yFlY{7R!$hNDYyfQiY++50 z(FidO*)Bbt(6%CPBUN8c?0Gv`!052Pb(r|)pRd-?n&UP0P91>1oDJR~c6|I`okeAD zz^O*I6vHv%Spg(CaGRc9pU*(r32wVyCQb) zv=W_{I}CRw57l7r4SfT}Y$x^1I|wr1;`s50WBo!co(&(SFBW(R6(RNw9{0)a`gqS#dp|2gi=LY_d&!&G<6Y1bC z@L7WoJKHcb8Vm=GD_3LRq>Qp=^wX>TA zHgD9#*}!+Athal>?u?B(!GK8QM9RD-BK&#wJ`fTR70^^N%1t%3~iv``lls@krF zQo?1StwH&vgEyG~gM&_{VZ+CVzwCL$I;H#|gFk!8={96gX2f`0JoE>gH(z~ueV2cv zrz6g{N2*Kx2ryjI8}!FwaW;dX$R(s&#SWiUwJ5wY8hP2y-p-og)I-|PO6-y=ZiljH z)&32UYz{k`yEQ7;z;_No_}JH5ZL|un3&EX=mKlxhta;;N@oW|^4sKj5c6i_B*-g=c zjWkX<8&ymTtFAPw6VX$~o0?Voq3_JKQRMXIo7+X^5!#X0X|&mc4{x(O4APC0Y1PA7 zXC{w^w0dJ)HBV=q;RdxWH7>36?2Vk0;dk`jDRNW}Cu64$8M|Ig1jF4~w_2hke&*Uz z2|PSoTjLs{v)ksJhmmsH2+3#oHh(nYTo=>xRW42@u|cVpUQKFTbi(--V0E^J8nktU zspipYt!0?#uvO`$jyN|IzZ)ISltu?|b_1Z^c}WfQpX%YDr6CR8hsl?!bN55J&A7nH zFCPw8x5O{YI?!Xwv-kMJIq-e;Xq^1g*$JrEly6Wgx<=NZ^ zPj6sewn|(~BzrelAVqcuCvx>IHAMLKM0Lil$ZJ=70?Z%|AcG-&B(#}{cRRCUfo zWSpJH$yjh9CcV@YuR>i+9$SqfMq}(Nor|lpXEf5;pmad|dX%X8nr;e>4{GV(N8O)H zH`R=uQ(k}Ol9Q6F4I3j=V`LRC7aerI0a#rn8_X$oDRrt1tKHFHhVIU-DnDKX$Q69{!XR+j(FV#wwIdJM z$wzc{txG%_>8SCJdKb~dg@w;ytcR(xdMAij;W4a2kE&Lu#{%4ego zt-;7?4Wx?BUig^{r?}HgiqYT^Y_RuROIhcVarqa{W;*QshSM6T^XYd*9dbCo7_wly zyP}K^LD65*!IdlCLN(M$_ZiWkV@{^|gE{B(V@_VG;W0n__41gLuegG2)Yr0f3jK&9 zPI-H@x@m`F-7a-EvmwEbkH%W5L6z6jo4+9b?Uw?Uq_b6OR4y%U#YH1KVynu<0KkZsP*2K|kLc{qE;6lnqh9j$xWj0IR6&HMFvZemFOhlAax7ShRsI=w$0L zkM@}Qe(6HjT(^SDvuBprQIR8@|MuCLIN<|e_p@t1;lRP_*2!0Am&Bxv(>!j>e|veH zX?Si0$?n)?$i;Y&cZ)A;If5@z8b_`+b(2hu(s44o&Yz>>g&U>*5hBmkk8j?)CY_;F$YR<+E%WjzEg zcU3MmwOZ>1+iL9=oz5v5Ro&pTXAqGMg8td)0|p&k)zPHJxhr36nzx(7JW7ef{Sh?= zR(`*N`g9Gq{lk;XmFuKPUr5{-f-pG}@OJ5x^j%Sq!rEH84QXS4T`s({w50?bG} zk!yB3g~L528qB4wM1DB@%LNB$caW6cBQD+Uw1}(YhIf*!MM`t^_7?l?*Kax(>F;yb znm<-p&tdY6M$t1mM8q=(TaILPPx_eroa61$>r*C<)4}%ytUWlK=49IG1^F->S?V}h zG&{FmkTF%3-s#-I70*RJ1^1X97J0jqB9q3cl{=n{vPTrR-BaS$IcGy~Ct8$?sw|#+ zQCKC8MRxopH8I-jN$XDKZi?beO${ChX7{5VMv@zMAn=BXWgh;JqysT%uqt|Q24ll~ zj6(*U#?1H}B5}km&tB~p^)Say@yC+!!^NO%)PAkDvf2^aiqWb19sJxX@Kr89HR7v= zag(vvxz%KRa@D#4?$JPO7nv;^q>J8oO09vOnZ{N}G)fH)a%cP@HGw=AOjy4#!sNsw zjBBGNZizqaXBgAj=`Iz|Ni>gsO6#B#-==6>3Pq_=MZ>Q;>QtZpL5S!_x0*j3b=s)k z-*^t={?l3KxQa#MUh$hA7gk}H9d*71dR-Mhhe&HouI%Umjill2Q$s+TwZ~w(ondIg zI~1lyVCh*!$MCJribNakf-jd?dTZM4ax~{`7)Bb)l-|A7b~^(VZ}68U;RC(HC!J-Q z3!N^CoE&3JXg-Y`FVCj%7(>#U=%r5ID)?HC#?HVSd&v>omAfD9rc=ZlO~Pz62|dc~ z3tH`$lIV?2>DO2(kR2VFW$9wbC2Hc9!{k>ozFVB4y|J5%v%7_*?1d9 z*I#qLI_j+K%&H%->o4dLNfrD49KikQq*G=@y+)?WZB-KSWhb3)p}JnKix<2(aaZXv zhHRInc`?Pos1$7sf$4BYwCr&2%uZo<_AR}7Lm1fyKBGxGo2HY!f$N|6OOibN8jU)I zUE`{=x2Vmqt?+=x4TWD$Hl9_&aL^AnEZ$Y*+eK&w|s6I5kdadX!H4L3%1u!0WlEG)=E~OmCz&g6CdWozzfv zZB#hcLs4#Ln6Qo>Wuv}pUeYL+7;#ePd8J*5qH{l2;%N=4mBt&hR-e6L$rp^@ zlXrAN*p9YK#KdW?I%KywjxKGK)_oD&JW)f=HO@9n=)Azs2bl|C6>{^*=@afwVscb%>*tEhHfe`Mx| zE%e1koNs|#4{1b~28W(!XLnsO&SI!>F-`&rH)_+4+u@u}%hx0I< zY~i*10qqk~_Fr<~+R0r4E$e8wW*kbd|d}onf#=;9!fYpO1E! z5E6m$T+ujom}ieTg9#sTb}oM>&BJHEono#7&Gy6BZqspzl+Jlfo?hin!9m8_7;&cl z`Hnb^Vm7+T#!_y^*@3wl1$@Gpjf|yd2j=PXGX7$Ebm^B9U9V(=;6RT)a<$6LxTs8v ze!Pdu=5Xenh#zwC|Kc0m#yGrnRiwj(x1vR^XVhT-)kYSdhu3|b~5r?t68*S(Z@FpE>4CHK~X5^Kf;&s+VXp=AuroykZ}7$SH4+R@WT( z34}9Fox(lV-^yJhwpz5c_H5b^eCXLlMYocc)N*~CIfZe<)p^8z{hN4 zBs<$(v~iEv$w<6O0ds*HPB(6>aH&!DNuFKy(Pd;)h>tdlQb#qVp|RMLW!f% zI&qieLKM*#^cR?oGeYv2`^+DaandUHJ_xbX%hOG|8kwPsL41vnzZJi}*mUy^fa*4? zn}q4-vqOR06BFNVEaM~bosu_Vu4J6Og{0X?(G5x4r*qT8NV8LM48PAt)2Mm&XeJx# zW=@SZAkS_aE5_h#E5f}!I*<==w-*r>RwjA^=v?n8%KHbY$eVVJcmbP@1#BDi|xd9Y?8v)if(zS zs&6}jA`7|9UYn;LKFVu=_ZzsT_U+7eQ>)~L6kg**L|Bg|L1W9j#Qi)I&%v%hfS1z-sJi6Vf;_9+tA<53@H`I?dOhn)UGLG}|SL~Fd^UxffN#1N2hI(6+ z$v*Zf=|&?#<80!by>@y#>CsHXH`jp!P-NKQAh*dlvLFbqbwyj`2I@oRPQzcL7>zOp z=Lr$&QA8hh$*F0L4gs%mnu4udHRx7Qb=ONIEY75(!%wXJ23-3EUi)RQ#Mw^zcveus z^Hrl)I695T@J2=4AaBYZ9AmpyVa|q9RrtiSRS$W*U*MI2pZZaJem&Z>SteCqXCXXct{jH$5* z4OBiVBj|`&~N84!uWXRX`%C?T~=6XISkL-YDZh;3w|#iIOIZg935gRg#=Fg5cs4)NqaBJ zeQeb@8Z~0C$83xmT81%6@!Tu+;<`g2iYKLBCy*k%)ggW54jg@59XR}yhPOI_tk_G( z=ne%F{?2gLJRQB`nd;1VYz5@;>?{-*PvyN$%XWb|Xy6=Zfp?bLyj+~FVp|o(Q*qY3 zV7!f*-WrZqUplwSSP>KVnB+zq)w@HRv)<`eF{aw?M)8L)EoTq5zF}278o@WLQRDF0 zSt$u8xowPrm3nLL@QAI@JT8?c34Tg}dra>tEt6G#Rox+(c7 zm30k%yfC~&vL3P51xHuEkg2JI!Dx&cIF5cuv8KR!fvtfJ+oXQE#8D?_OuR>E%prUp z?M@yI>6F0h8*9N3HcaD#;i!xQos@bUxZ5=euA@=*HSR^G%#*j=#xn8M+-xkliHSq7Gj0DI($ZcSNgU z`E`e!IZU3JU;b#wsTMo{`Jvy?6;WlMR5Rs8h>{l`a=rn6y}TFKhfaZCQHAoet2$a< zG2!t{H0rum^W;8tFF3L_IIM6^*9xL~w!`ou`i1Ae_+e4z+4*P+;|+DmYlK6;g6V@4xeD{L4O%A*ZaJvB}RF>z@JYm$dt zu&KU))Vg-Klauj|+j``tF4eH?q!K-7NaGd_pV8zzdN*h6ju$y|;2tyOkcB;I*9 z7b?4T-h&&Pro>s2&9-SU!GY(TrZisFTeqt!&+1nWTy@eTB}Psq5oY-iCi?SE*XQP) zZw_Iv6x~pliEPO3M2}8e%d>XM()Io0Wu2upi0K=4k(^WZBASr~(Todh7wYY>_cKf? zH*mK&Sf?U+rxB1@9V~5ibG4Mc^yBM=JiQz_%wbk)g6Y?B*loQeYZ)eGY(-)ku6ToF zILX)PA!ZG+8y?eOS8Ptli8Ho3tXe}mcx})LF|&0ib4ic6h$NBXS67BB)mMFda{O7N zPH(71XXBZ*GS<|zt+0aGp~N+O2}LvH=v40B*cuoPbgGv`M;j)L@Fi5oFte4hHjFX2 zjJ7ul9G9~ToYADuVJL(guahT@07rrD_cbi2y$b-GTA9P?)` zJCjpnKEvtx9DIFMLGH7vmdrWgvXjoY5MNK@hSnrLq0!z&#L{2cihPk8>N_~$?PyWc zmseWs#2js;)=-*kaIkj`GsCx%;GEi^UUd9Mra6Y#&|{VwkbHbC6&@`i?d=*zV-kFs z5)GB#(JNnen~kr0)R5rB`y(bgx~^M$W`#K^aaJN`Kin>?jn1*LuBBZogG62T=y%Gy0&5+>gXol(gXeqz#?K^*NZnrxkQrCw?_v)?ls6Tgi1 zhTbiW78ZH9u<%|pPQ2=CG*C3>*`4Lkf$N4iHx%jV>;}qlZXRpM(fir%5^G?D=V?4q z+vw>dTax~Ys_S-Dxnj=mXPoxJHK*7V{qP}vWymR46cWt!cS{q!@Qm~F;Ps^;-?&0E zym2x+dxK&b4asQ7%Q|B}+As^bh({M3j>2|$GFq~`u*2ZEE_OfMVUqA;E0>1Dm>lge z3-X4GlL{_1X>xXlRGAv5J7^58oR7W$HXrF1IT^Q>RFh2Cxs%LqIgB3?lOE%1;O3BI6BQMzgov?I_GiI>(g>vsa~`sS9{GKjy4ceg*M$YMkdKj?!tJ za>}R|v=tIX8j^t_I931XX(=+V@!4MR?1sp#;5uicrxZf5XmYn=jFyG~91iH`*&~hK z&0}nM1MSw3UY8!Zj8+~{+lpg6VRylgf9oB!2t%qz^Q}gWaVzE-ZqSe8#}Go+ zYAb10%e_@~V;#dNUiOVRySnk&xVP#+zNYKhhVh9*`GXtvFl|@$y$VoB(agC3?o%#1-+T+T^$2ggA-qEnnJpIA>fuuMq7-awu4kjy7CyUt zsbqvZjCR@pJG{hs@+!YBIUDNAtNgx z;n4+8N24dYx!-On2|xVBRaz?@#mUP^8y2`c_H69jNOu|6U0}j#t$W3WJB^+@F%8eH zHZ0jdszjsg6P8U{r(amzEchCXKyD1h-Hsmq4$VufZ+i>5?M_6Jv{Ujm(sK{PCfUv|oQdBnP}G>wjCcmy1EHMp0j=a^fe zE!GGE*Fwg3k=i?jR@M3~=~l<{f#0|$eri=76Gt0Hj2ec)D?7E(DqxnTD{ZBPY>k#W z2{#P0pS(yht=<=gTclh}?pQ)?D+IEnHqZsIS)?cGYgGttr9>)&aA0=gqT&@wTZT~< z&z&mXau#kRYsNh$dpT(phsO|eYQWhla9^@syS-n1!?2_+<5i#ZmMq&@g+}0vz=@M< zR|=d*7dMNoDlSso^iI&WYoJ&=4HP?`th`tCnU~jWRrN6r$>>yl(jtl5@61(V;0w#d z&*-1&KF%s{*wq>`(T%Ls5?I{sBBJ_)M(oAm1(khw>7PKjx21Ak`|pXvp5#^zRiCGC~UwE>@;qw&mIq@`7y z2W>@HRLuf@i`FUrxLN$UitUuKqyo&qy9LJkOFp^1tO(P9el;?AsPrLRO-KqwMUYg^Lx3?B5Rhy5k_6E)g>)YZPsYh~q$r1(}b*>4-&~Im$ z^nwTx)sN-lnGZb$uFurU$||GWY28m>c+&Y6O6wI!@hsgKb@rI8W>&qk7a+wt)vn{Y zC|hr6ECSfA1fm%qjW_02EkT*>YF%S$)VdSj(}vm6D+4RDTp+xJ_nPVLhE{_apE6AR z;Gwb@o$W8tx&NJpPxD&(^F|S(TNx(dbpbAn;?g_*-L5lw6!eAD^q7rxLGK+oyB%}P zIbsfc$%2nKn@?=JZqfpGrpDfXVZM(Z{Z<)*4`wD==AWoG7H@FpSHUr6wGboLleC*ud>6PKSinyvHSTz_OQV5u;=DX30M z@c=XJ>{WqG##bnjjr*BR>S1ugS^eG*a7RBGY%Z5@fRXbziR+)7_v(s9Fh!(nVR>$`em+8GTH+m1cO3N2AAXU=lL7x)n--jiPvX8Qg0a>$l^l z=ngHhCRiqq;XB1D`_xX(;#J#dqaMb+iL@mCewP>$U6r zj=eKqJK`jg%0SbrIV=;~FI6APKN|7VQRkb()qOhJXgjVW!#y%9s_?c`y!G(L$jb1O zdCs0z_I8HJ2!|7q6aU2+W(IuO%8pa>FGh^B9i|#t2bZ(_l*#vH!$gmre>cO#T8*F% z6Zpw5&z?Nsc6JfQtwOj}=xlGHi8Fa|L-(0e&Nj?2#|_gEeB)ih?#CZ-#vsEtmFAu5 z=J2ww!IH5k?eJvPqXXWs9u~N`VLVrbpY1Ox94Mjzd6Z@7yd-)`f}NH=XnUOl@WCecPc?6}8JY*+ZbGT-#8X+JvC zd={ndS2-6knqt?S>1)SU$$3^3XQB&_I4_S=uOAsMU?gz%*6cAXDmmFkICWYy$nYVw zIDE@Fl5HMsm<&Vf7r`YZt1ObE&EjEj*p3gYkNIji+>WMrvrYisKTbDd|TWh9Y30s`3{c{WqHx@8t~h(MO#t zVF^6ZlfdPgvUg&?o6tiU#&Kqqs{9ByOxW20C?|YsB~KNoUaS31mLDRm-xIp9lx$Qu z**bGo8|E9`pjB&0Rf-V$l5nZKoQE4`F;C(dtMQW3&rap~lzHeyv*5H3NpiMXIHS>A z;&AmGd33A5bI!&?a-1k6#@w#-du7;3aurH5#s>v;d2ZNQpE5TO#^i^1MQ`HNNKw1+ zsPp2u_4<)#z&G?|CA5KBJlK5jE3#PgOLW$`90)Xw4K_Vk>$f~6@gB(>-lb?otvK3a ze2pW(9?1g6XD`FFJjRF2jrdcl%uF2FWv1xtN;85F?y4671TM2~2J`-E<~;i;DGeAs zYWRJ$&hV2tnyN!uQ{X^72G7<#ZoK^*X4NKewhp*U(sifbau}(;5SZw{7PrmFi z)YG2aZ&ZU1uwa^7of&!3wA1`5QtCZ?n07u3UH2=h@@$R|vrc_=*hy5rvCc)8wz8;y z)N!Z0J$QXdxu7tE9E$4?ovoZ*b{TMF;g&{VFBk2mYU}C*CuvSx2icp#*_$yUJLPD= zv~d`vtNJEfalg=E*cs;NOdQGNYDWwDdex;9eo29ACwfmhWj7k&O2dx7q^IcXS41Uy zG9cw&xm8X|CHNAU6DM8w(4&=(JsWp2++d?`3i`f@-sZ=`uzPl}lsO1j`f93_P6^(L z30Id8GEAW{;X7eBI+`JvCa$qq4ui+#o;=fjC9yD!?GOCuYSjlv*EiK58m^q~i()-oomvqsTG0LKql+O0Pq3EuyEy{;zvX`qZ5~#u7gQ zmI%TP)8a2RAM37YBf|{g4jvE}Y3eaHZRatXnmA57aLFCf-gqW#MDAo5X8Z_P@Igbl zVvE7lBE>ekcc6M5xCp&uL!`-g9$fTRy2b_a1Xo)pj%FECS#0Df2=?%S<8J3{WUSfp zCR-xjzEvuBc*nh33|tGXrQ&Ljx5_&~``7U;9F}o8BI@ZhZCBwe+%3*5k_}0W)(!Bw za0}wCngwojQQC+wq?^R$U+6I-8>CKztIN#ZQ`#-UEGh{2ie@qT;F-Mll04HlDv52K z459F^O6rF93cVrlezBKEg9U7KikRFa_M!-O4`Ziiu<1WSuvZiDgQLz@ZaVpjMKzgB z2YWbQdf<6+2)i!k6PWeZ4aMD3Pqs9dsO(0MNG7dSv!G^yu{txUrPfpp3GdViC~FYh z2|PVxc+p*awst8Ivh?xxvCEQqfM6|i(8 zDm@*QSny1411@ps>1F<_hOuf!=1v)_z8iSg;tF2?RE0l)$YJu3s)~o`CMoNe#h68@*oZN3 zAC*&24l$2dV$@v(c9*K-dSjaU{6@p^wSx6VN=iJyj25$Y#29*U=Au_-o%&u|zFMbm zuQs2RCX#tICx_&>ADXW!6IF{X>I+m_&KH#YarrvOnVaIYAi>`7-PnvOjA2gDO(=1E*Lk0B!@eC4>DkRXi{p4YWos4)V(6F z!52jQ^v2^A!+7f*X*Ku0(>s!-f0i)J3pb2W&toJmrI~U88TJUlm1agG`q3A z1~8$4=PPXu_5ATJZY$JawU;m;$(e$L%!C!+T8xJiYf z+Kqd(Fh9D!QE}K`2H|#LZTSnc&AsYA;R#FdjESct65b?{|H2B#XEr(oye8JxEsblr z%uaMO!Nc(g(-_i-Zqh11v(C8EpsdRF14P}Qn{}>F&AG11-+#{SH6S~c*RB71-2D<6 zU3%8}COYg@g5el26f?+`)lV*97SXK2vnw6&L*gYibMWk{9+G6@@HaeFcgN#<%_0_1 z2H(~;oOJHiSaMY?aB-8kyJ&C4v|VTUjQZxwoKAQ#{4_rQ zTDw{dz^+%EOOO6_33k0A_2BVAgWX?MC0Yc^>uA#|fM{eJ7>yGE9Sh zajDfBgCg%Da3$DA##@r4f_ zXTTZ}BO8$y?xK=rr}Ue&IGcA$N$wLbi3Oh0D1{!~cAMa0R`ojYUcq&fiWq~i`;|2`LB%BJY8>*AzoM3}P;<7omrOu!d196CB>opQCWyi>ia>I_HT z!~<_=9Q}}Vog2UzNnw;hK4k%TJtdiMRqsZ%$>?mHGGG9EMVQvr!zDfD0+UY7VYoXn z>`uX_=PMZ4PtOQOylj`&;A+3ZF9(e4U-Vvy7k+Vc;TKDr2pn8hBF8Jgc&hL8s$tT7 zY&C~qjf5*4kxu33XIFkc(3L^YW2i;xv|ZC3z7jNQ7#v4gA8l1QOTTcZU2ge6OgzL) zyuz90M>~v|<3&t5j2K*=*fC6`UVh2_`mA#@4f&usME1h0GuPrrKYZ$Sx=z>nWmgza zNgee^E33HC~Xkl;FBsaR% zBOAj6?Jk8BT{F=-kZ&1==Q^?8$1wHH%mE%43BeN5#LTS&Bds__`;>RIXekN3ArdC^ z?DdhcJI)={tk`RWDuf6#{E}u1E4f)`y>urfCddg~4+*^=uLu(@c*a z_KbHb`FJG2#8%l#9F{zgF_lq=i5?YAz34?Zyi)^J zp#a>dRG)x*47Wh+)%jPSuu+?^bm341Y2jh8!_2hKP|ubi@J=HdttJ|8ECYT?yokWI zTXesMV>f=}$XT=B_otoD;@Im`tEQj5eV)>~A4mIY zU(*THFcnQ(9%H=dX16g6$JEAC!b8l`ZtU1)Rx_}XU4$ZGsxQ~4EO;*(M(1d?1G94D zMoGy>)u(WXahhnhPPQKH_}~SZJYe9t+$o|OO!S!<4@cc;hIq@J=0f0ZRQxR*J6!w? z^G1!+T0>Q9xeZ~&V=5mEtFf=35^yS4?gbzX*{EGmDUXL=l4A>(Wf$g_B=By5nd`e5 z0hc&W;ax8o#ynf6G)57!Rfv(QM&J+=qIfEgd2+WvX^f7@m&d@dcikGFY#7Tq;gT3H z{mfcWFw3mp&_<;nc^X{$MJgJ4AIE{M(r@iZe?>KRDi^t0g13|2UwFo|15XmU;;3(R zJ{gNXbKkjih3jjkDC<}x6CZizDQ}Ht7cqwidt9wFicv|8)&aQ->rR-;>MIQ{dU;VR z!-jc!5%Bt8Pg%xRhDl4*e*@|kgAbK@J5Dts#yDi zRq8v3pHaQfv!78lvlA@rxGV@8#7t>OwFx4Mv2j`nul2GUhk}a?_j6EEU@-%Rmi;pXHa?d zPVTh20W>mK6BW2&S}nIr&hUNk?296e8YS_7dj;viSDdEogsCi#arji4*XRunK-EQ` zy3&1b7;+RLN7J(rV|v}?ZYj&u;Q#~LWDaVLI-O#nU3TgdcsgtrnDr{FQD`X?EsgSx zgyGf{f(-5x@BvM4m$F}5DN_}0pgR4w4Bf8kdu7roawS#%4*3?M{_JJv8gnjI1o@!F zuCER{byh1rcs`1k2D@K;(0O?vdsUfh(mUZ}U=)WDPObW-p6RL^_W>MmE?G_#h@paZ zQ1$A1v#X_2&XC?`*anWyrDuUlq}otXS90FN~EEs0LlE>)LM%PyfS5$xkJgAIr8s2iM^ zOtklwsH%vK-qPa4#_>DKJn_UddX}lWNjKsWkZWHCNEs-0z4 zse@KJ%=l9q*`gk#OxsD4arNF4KH9733|Bf~VY8ReV<}+mV;QS%31$2jb{Iq$Y^_yY zC3MrBXf>)J#g~{OjgD&7bVrvu<-$Uskmss(V4tZc+6&L)5mmF1&r}%*QyR&1IB_ju zw3cPq*TKd{mVxCE%3%m@s6?ojnP%>!7gwdu0>i@73CH_}9x3jI)iII4V;dp72UpY1 zY?y~mztk}ncJ0aYO3P6e9{2r#^Vw@pjw@y{o8JyW^HrJls2^)))T5Lc@vZ3ZC1;?Q z)@fg(m2{LAH>$^g27P?B=nYx`U_hV0+XQxcJSgAgE#=Au4w^-#gJxlB5ms`Q$~zH@ zBr|9d!&Dc`BuhAVwmijcr#)p#5`$?v*cr9Uib*ZAum){pmMW)IP?oC-EkT%JmTa6- zFSIX(aNLBun{2roXRdKsM|*3ucNW_p>2Yc+WAqLtgZ8nP;e!LkuVg#C1 z0ZO7IYGH0@2}s&%r`FD6Cw93cT9guoCa{SO0^MS#Yqb=X1wsKI+Ddky%g7qq z^&VQxxesx9R-!4(7&gp``IOiH#m1q0ruCSnPTEKuq4IAAp=gCQqJsMevuu@vI+rbV zqqH?R8Eqh@!-g3>*$7^0ni9TKm|4VCihcBJ&O$4~TrJT~r*98JpBshNH+ePb z2m6NS7(ST>l~rk2xko+Ek1pOm-W=~<0kwf%9u6vvuvK^3DP=0IPuU9fG+@mh9+a?I zytU%4Tpc;KGD{|Un#DuW%UG^Z)jQ21VvUU?8P`i1s3POc2|uJVcxUxLE10KmB*sk^ z6HP?CPP0J6ggj*zc-3Pne9f)UU>wP4vqWvs!;esl zxu!gI=uQAbuHFgfPjH%e@z=sd(O7!vTTyOA6FqOb7+gbhK84IbT5*GAP}re z^Jx@+IhS*b6Lu!)MvJ>gSgOEuY63qcaX;gF3k9%mqwA5iE=EjOVO6Y z)GvrKH?m7LkR0IPQx@eLY8V+UC>SsPw%iClD7iNCFc^$bA@@p5J*Cs7M!eqBMv19P zG+36rN?O=wT%_eQLMtyFf_qXG2AHI=OwgchsAM(9GPfttn9lqJt7alCF7 zcH@mO@3Q0#aCRSpQ&y<-%0FAOT)Yz)6`$9vz6*{&gL@rA%H*B+pq7vXy4@|q1YQ^S z=zYpEOP(!vV#>0C-ZhpVOt{Omr{qyT6MLunPRQ;sF?91J%8__7?*W*%D|5_s;>;S3 z_Y7gZb4E@x-zhU$5MIg1(@X1@OJk>PN@EQ4E_xNYXg|Nzbf;%Q@AauFR+H)5PyGz@ z=Xi_}I+E%aZ?4nG}3Y;^=FtLSXb>(<3M9PL^>)&Ei;(y&Putgw(ckm<5<6gY%Lm`jo10WNHPO zYRg$S3cs`R2b!1GjvF*gO4ntU%xLTsec1{07d*f$fm!OM>-0h9Z!E>~0@40BAtMGlQe{qNDMa^@J@sDIK`Wr{_C2Dabz)MA3BiR9j7 zqP%99>?3+VRy!4_3RJ2&*iE@*?=oPo(s*3WlvGD=V$%}iBbisL7ilf+WK`!)zEM7> zg%$%Rpw%>Bq*)b%D{8p3G8g+k${Wivz9tR|=k$qYCrS5a)8H&S%_e+Jtl$v*^ph`H zCd}E6woG!ueAKz(HQs`&^dfMKOA*yz6VP&#bpt+)-(Pq7vlGw?K-Coyt2`kGeQpA( z;;VtSSbHj;{SoLF_hsO_{A2#n_2~%otugP*2NJD-7Xt@)%QuF!)=&C4x8Dc%G-3(h zfm!J}W|Eif;;j>NnPjmK5lb1S+#g*&4Tkk}%PuWmHJR(Wdnda@^?cy$v-gm^XO}g{ z+UOxwfFX2^J2+sC!bP{;3NTJ4TlotQh2N2r;&vHw^g|LOG`g6;Rxv*M87&%R6pc`Z z;f7(3HcM6CsBGh4P5c$9@g|1(=wSD15|-8An2f3>l+|YQm1){Wz`{ya8fvIv9Dihy zd~&j?c6;JY!oYL*>}|Za3qMXSuwiU!qv&gGU1pN(1NSMz=-PJ++$B&WkI$n$#$rr7 z!Z257JmE?5)=(}!!AOAa?Lj&CosBtG603)o5WDf#kAl`hG; zqd~_HxNzDk701af0I5ZwOSkb1tMH44nHqkyVWf&(bOIr+u*b|EMVeMa%DmH4ddj-^ z;yc0%-PDms2bj6WzKR;g;GS`g-YLjt3zW)8)iR=$uJ{lpADQnANg&zgnPr}&k zRrj?dmX)gsv#s(~qRGk{RvCQuBdUr;@Ujmc{HEL4RUa;)v1XQd)a`Bxc8e~)I%71t zxZvHB96iRPMO5W%aG!u1CJt|(ykQo6J~Kybx7U6Z$A0DMX&(UUFNn9xPuM=`H6qVP zxbot@&s+#DyZD^*(%S9o#~%1AGDXLnI_JqPrNv-^_p>I9Zk1LE&1W0N2E3m&MJd0Q z!(<+9n4AfBN2WPpkMY#AJ!THLva7-_V2=qo`S910IN$|sc?`oIbM(!S1rLTd`i2*F z6=FgTu6P%z6~2?KTuqlr*1JJ2EF$rRzTr1R6?#?vT*sV?e=A{MQrwp!j?Pv->(M*v zODIQW`BJOyTZDaM?DWR80t&jsHN35?YBEk9Tv;-F;A#e=y{tOT&gw~Zp-Ff0mj!Ku z`%0%qpCEp8fO(`CLi+^xQryO9(Z*f!`0SUxBdMAKu7(?ip{IJwXH|W~hQB2Iz*T43 z*)tkx9JrQY@YvhEMEjLTofcO#S;IffI-i?#)`x^ARUi4Y2c6@JmqPtuF`rt0;A5lJ z<;~IRK22dTsf+=ymnxjMZhm8t=xuZi?Nb_Clp*j|KfD!P)Fijz!+11IEIu+6H#sMK zh8EhQi(6|h+lke6`}d)0kx@R93iWGrimkgKm2V<*_;x}w4hV!~5acnhtPL-!4ij zx=E=o+&iGja$?yhyb!ZT!!U3&K=r0tW11;sxfA%J3K$&PHQ@?|bZ{$E&x%nSO(PZ# zaG?2UY4gH%k=C)Rg$M0qm!;&2vtvwyACmWOIydW)D#B=k10n;DFx0B-Y&iQ)AW60T8bFDq!TvcTO^SYIH}0fxARI(tbXvgb5&>wmwrm{A#gn zR%SHXOJUeBPOTx$bQRmFi_%H(;$Y%6ab-eol{is7{Z_T#9PnkQ1WZI(U$})e*e=8{ zStvPL6yyG4yB!vgO4Go)?F(EBkafzPL`%UuYeTc3OoHEq~l6A+3%(;r-kCENU3>7H4z} zr%OGgUt|~#C;0lxpC0zTXqaatNM1FJE+j*4WSBt?cLQ#msA05a7oQc?x3Y^G!{C00 z*{l{crB&N)_mZe;O<3)$41+t&XtA%?!>d&38yRML;7Q5R1JCu6TAKr3L^Zxs>=j~| z0L>lu7}FMNC&sKiz&piW8xxN)11@81pQrTEC!R{lg7ymaA_@^KQ)qTFv^mY#N;A-S#zd8OaI#L4Yz=_Ta@|MoBo$5Ym7a*e4x=iq zD?MYMd+}?@m(L;uAiRX2);GtwovVRZCrp z5BTE)*(1g91IDK~z?ZGYE!q{Ex=@BYy)(zJuB3s`upSU0mx#?yW)Z=WD}rAFKO>Fx zdWqwvJ7G*0b{Ic+Wthmc5>|`I)T*Kwxl<;ucZ4hOa0lzu(p_BcveP(k#QKJC;)4{t zTWG21nR}+|R!>P8uW;bfuL_nHrpJwSCqjr=?7e~KBs|1K>+Wj5_A+G(tVb!14`ba1j>>d_8YF-kC7 za@9L6y>YX(#@tH2l?_&WP?@;LveXAL z<()D&B1~`MxoXF)I3aT25k?(1j9P2rnMt`5#(ydP!rOh7Ox!TNJ>1N3d7}D{hGm~I z@!F3QcPD8br0q69uSS3a1|z7z43#Tk#lb5V(($N~hI)+R-9pZTCwujh2E+NPvF)DR z8%J!{D})k^WY=;S*f1?_;7f+(Ut|}PiO;W8%<;;v#q_$L!*Df>cp}FSYG#?{=*T;5 z;JpIt#9vbHJYu_=c(4y8IQHTmBO^A+Nf?%0uVgp{zdG`)Pf^IE@j;}>U!8eQRvWX7 zk&DK2zQKj(<pC$3b#bUabRm}h6QmsEdZCosD&twj_XSWT6|p?CH$lhfHZ+8xwG(oRl7N#g1$ zd5a`2S*vW=D8ksfuOAc5NhtM+m!>V)Q@V{yX?|fycCR0B#^9&dn?FFZ z`xUQ2n|~nq^w+pMs|aG#)g4w`{%}Lp8h6$g{qzgs{Nppj&NoN1&+7hROeGVpv}h6Y zWQFZnJq}#FRK92!rgeFxYOWhG1FzHOm?&W~j|kW>PZRp1Ix?)t-MGm!5j43~GJoq-U zl1@L{W60p(`;<}U6^Cg-G4`{Irvy5KS+o`n!{{c4`S^JDSU-42l~+}oZS-nWSuacy;Tz*9hB!{;D#$=T&1YqQHz*ds~(=T)k88|6r%hEuZVk0 zMmu^8&SX@Eaol5CXmNTUBj-*izN1j~{k50=S zjRvaMa=%I0_sXC%uTq`a>9s-Uydujf`twkBxiZnY?yOh7pTFd&vo+;>0~GtByn>NT z&rprL=qfRKPpFE8op1)#_p9K=F1jli!>6BZ7^b24oD=3K8XnEqvYTNlG~kAz(eRj- zM#g@IA;l?h%VTiEMC!?gA$K(J5)ADh5$Q);g%d^uE;26IEOcmZc@y%3!gp1qqNX6re?lPD9_z?EB41v${nDAbE3FIC9&Vmx=fGrE+6){_{ z^0TCk7~7Y;665VQ!&vQV6=)tEfCPu~bjH7)c6i~J_>j}^sO)-npHRP8xWIWzsQrq& zw1@_GJ1wH6fd?z_bPAlHmNe0R8A((dixkESoJoB6kY?h?Xw--?Gk1x+7=nFV$$|>! zx2KxluZ(_#U>{d1)gFE)#xAd2bgGb7=T7S=e`?N4pLAXvzRvXn8Qv(U!!(1Fj$TMI zSG|i@Fp3kh&nk^hHjJnbyyP`%@GrWb?J;47a);DYg1JK~&a|GA4fBl@Ihm_9fiJFD z4Sz}F=$FJ!(RoQY|Cx_@c8C$f+W})dDQWZQVXtFXmKiR%VH$*1(VKT}hBRPVhcfV$ zjKWBR6?=1&r}WY1osSs{=0{_d#I0sW7k{#3u;B{;8x2%62%1+|*txG&GM0dY&F3myJGBaZi4 zjdQeNR*M9SV^md)=W>&ib2*J9gCp}2JHw&KdbY=yn&RitjgyK=O>K6(e zNl6VlCwDt|kuoxJN?fAz);zmk$Z~p{7f9DS<7h$^UsU4?AH3o`5UFt(e%*Dte!#Em z^Z50OJuDx{JUL&Ub@ElEpQ*Vx{FCG(-*n2a0$?xWz-U4Il>TsxfewS^Zkh1*$@6T; zZTSGf85&1kMDxsbH>-?_9%v%s;W&aR>}axss-qh07=)KDVMC9`0xr-nj=aFTfEbns zFAb<_FT&d+YLGxQmnqv}0cV3yd&~|<`)o8|gB|%PUi%e)QQi*0^wF^EqiTM9pU~l; zQ98T4nYbWEh2;hmnf37SgUhcoQKR%@I-a!%F8zobokCOSU@sugsC?UiehtU5rOroZ za-u;U&@Il-<7Zbm`g9rnF-Rb$ogH~?cqj7Wd```CwB1NU)V)FHgxkea{WR=4sndLw zq_aN7%BthTK_|bezFzH8_;lv_11W45o^xIvyFN7<+a(xp>*}+UrYlE_@II>o89D<$ zj1EByJ70fw3^S+OMiUyIb2i8he4_P>n`CDlX(0<)x{=3FLo~1q!?4GwvmX(!o0 zo|UQbV>B0sJ%)o?PbmlaP9D>urGFYwUo=cStpi^(jMI8aW2YEX*%)pGf)nxg$eFf%? z;xf;H3le$2hH;s_@Z*`jRqa>L0r!}IyM-$LdLHAIA9jk%PUC4^|MF9UUlPeC(dU=; z3XLJK3vL%{%{n)HNTWfF7VeEa-pW_G9A>A=FVbO{Hq5x~^>fan>%LjvPNVL_<8G@@ zD3jMi+9*+vNct(XW&7$Gq$Kz;nh`BmM`~r;|xXIpW9>+SQ*ed>X4AThA z(t{vx7nrLf?x6X#q5FGwDmS+VV-ZgOz#eD!P%<0MWuxgny5+6_*{}+A3gWX_c_wQE zC#Ve?mEMqMzlyk;g#jb^y%Bg%1FU;4QPx)h>-jhZ)%n_d(^E%~&$+nfJT5)nd;_35 zt+)bT5fOeN9;#={o7LmNA#h|k$ac)b!CcvZl8y#6$IgbUvp*x_`!dQ6x69!|>yiWC zK2papoM%IGa$Lq?=Gpp*YxIjR-Qq6=ldVj+hF1rgGwp1MTW60y@WHS9j6YkjI#C23 zd>AkLgwD?5>qN03_lrNW-mrW-8D#YaqKT{l3`{#3G096+9-cnT2J1tfoyJA9q4+Qx z*kd`J+n`~WXppPO+1O*T*$BNI-n_#}ibOBcKgH0)DIXly@FILbBeKhF9tu_G$E%PR z5bC13T5w2n$f`_HF|DL5YINxV=fx4~>l(vx($=T7$O~Rlxvj^5;pTJZKI8d&p9B`cIfkPR_TZcs3c}%^fhVoFL>!b=#)-%jfDBOtcK}~}u zyhE8ns9|FCVoY@mbED0y>g+(&17*Zp1$3*VbFC1w(Q;{VG7Y$-OW0wI#Cs0&IPlmh zDNX#wp^6#QVe0F0FZP=3#QRn+Ng9AZfz2{npaQQ#@)+Hrm9HFcv?Bl_$}Q2PW}?= za1u|rxOqC-I;yx?LLQB{>u`9f-@PB5#C^m>VI1Sjh6oDXszI8g(K#l=HE-qJID4B?C3qwD!lfOxZqR&I zkxX0l0z~*uKjFz$RmW;)5A+t^0Wam^qme0 zkIOE-xGcdt#h*19Y3wW$ADp*@tjdbA6J}DYRUlkP25l^>?ULqI#BTmVYsn3-ay{^k zrSvv)bBb@(EBI`jizIFsZbq0jrr&9H6~piu%`}6DdLFGUlP^3}?o{D;!!Y=gTYdD_ zZ@XPZ7+3KJmpC!ubxO{bPN4f5c5GDpEs!{#l<*Ma+1qk2BA3a(^0YH;e1}(mY1lcc zZT@i9N%rcr(@3T$bNzj~{;b409{^n+)$260s-mH4JM3%>lj7G!qz$`lqv7=n0R~PD zB=W$;6AuSyM?+y}%m%QOPJTyYjTjs3zurKW9uAVMdJ2!cVuq_H&K^e-kDY4XGK?gC z`ap)uka81?9JJ4qZB?FR-XmfaKGYk_m$TTEu!BINScjhY7E zX_zg!imUA4c8R>(F8#&AVVOzfE_VxZ&i;K-)p;r|JE^dEn($;Pt~*c3rue$Mz%iVk zQ{WTe_m^~ced9s+3sd0S9eL9S?k|*J6$LVQGV-GGL%W@v-%d64WBH*r*O&t6tnYKq zEy`ZvBD&U!AB$eMpATNQF^9k?9dw-6Z3p#)Vx`T4o{)|1vXL3aF6f(zdkn>*9UZ;m zAkc-i_u~5V9bzUCVyKt2Hd6DXm!yo|PMYElL+MsUwO!^(9wQ7vGR#KV9y6#xXOy(n z$4S{*+GEgcohYhy3lUM2+R?RC-hy3kcM2uk3HK%?OPsYKw+F?a8uJ1C`-JbTGK`|FkBp8; zNA*x$qr*qhM5~ZOtqfx3=5;+O@h zX2J6-u7!HAw}b|ry534^s~~@yVtzE~>`!fxp{<$ySBgacWxUDGKeF}KJKmPY!;{XR zfm`3d4(u&zhJ#TibwRU7dI!0f|VqJEQq_|{9EW67ero! zR_nSOa?x>82vk@6T~J*kMez8d%uABH7p)kS~>@p5<$QgHpOL)Y#T9LK~d;V&k4hZhOlUsNYCpSe39 zjUp%xm@Yx*Wr+3AwdVM8%(-#xEAo$PYVP39{<;HNj@ws6qos=LiHEpY%~C2>4|H_pw67lA(} z3?qKEVV2awVJHMVCsi+}elP;cZ}Rt`eyHh%Q=AROIaG{-xw+a&qQ0Xlg#gk{JSF+G ze_yW3gSWKE1!Cjl;G|xi|7<4QTN&1ggmn*(Lv#bpXb$p^(9Ggv5Vji z)5-d{%I|Byx~=)oGfw*$uRgb2Lw*2i|JO0+c$+0+??GIF9eS;l2;qXLh%)o!;^7YHmONNbf+078D?K~z$+$Sc!(K( zb%?PcjwAVf6mA%@r#>xNmpd;1;qZZL2Vdpbe`nW+my9~qY6N~>AFu{S7t@uuzcbh@ zikHMA^y&&{cRX-hHkcS#sxFVq8i|*F4j;Jg9p2@&pAafLj#oH7r~u;~$4|l^cY$Vj z*X@BDCg;`NWhZihxm?xpJYK8rwu=sYqUSKwcC(w#yHoWVMCiqvONmqLf+5!RZ7uPt z5A=opgjlyd#2tSKvd34$&Ji`&<^}Yb{ribLJnj4`koC=_1Iyt#16i+&k40q6O@{{G zyB01*Dl)GY3hYvYz!n$*&c6JL{#~0H#sRwiO+@HBR~N3(nm8JzOb#(yB%|Sk43J4*9>vlbG9X^hra{0I$iacWB zZ2p9(c&@v<1?%D!4!t;KNY>?42fEiJ_(LKP+I2UNlM9}b2+EKdr(`4)xvp9IhbZd{ zU|sFoLFb=F4lTo!@Yz0>`GbM$^7Db~TkHW|EeU~N%A$_N!^#dKLmt~B@Eegq z;B6-dTt7}BI)h+Ylz}6=$lcO|$1~q&n3xM+MiO#(#nDzB#;2A@u^JA!&9u7%b2!ehJ#faa$Z<7C#PY$gIpO`}mbSQf?Z1m+U-*a<=g#B$ z?2@db%ra`=_cJ4i?o#9Gnm9}g7dJ4R1!Bs&x``55IF9o5is}n2^2&=#9NA|g_-*tc z*qn--aZV3C>M8BZ-g>}eW>UDg9JYr4x*_MR@fRrG%@IM#BHhk$H&BqdcZl3ykic zCV0v!;i}>;L-nLwzGlIry^b;PQ;MKK$#cz(bv?*1yTmEjFtrGe$*ZeB1~WK)!5$+< z(b1e2V=Bgv?-t5mHG00T{noIP+9;i7@Y(pRiH2SgGsa)m)?Kh)$k*xlrc3^qcz#IO z*&pgIcyrtT{;4lz*L_agdffXrn_BDnk>^iKN0lUM>{K?&b{HAQxjQ)DMa=Uc+Gl!ALt_42`XtW!c;EzOK|KSz6M_V!79KyUdd~I zmDRp8E_cHN*M6D=cN}FFZMQxtD(Ak~o3Ov&Y^Gd!(?5uwRNjOt9C>i&TTa9@s^9WK zi*DI!8F&h}z!|1r^WWE*%9fvG7?;4AOxt5{djH~ToBjRRN!73$(I%+CWbH+f^qf}= zD?v%_ri4z0a9zT-%Q(qlD)8BrD9$3Cl$zC(BN`0D?r$2t2@=1Wc8a}qBs7WF54}t~ z^{vxd+srnuqyJfXe%SdmoV|AUhxv*b3^x$3o741|-8jKqdPa0kwkR#&sGW=s!ZXd3 z31=hI1*d6uO41-|Bk}wo!-U~i(k6<(ByIw6*f4LO_d0xbWtxS*B;gD*HtgY~5Hknv zFq(LXNlMoCJj2*h;w1$hV#czI=P%o17Ce6;3SLjnE{AnUZI=!(C@QDEXMdt?{7a9q@Vnc~O(Lg1zKinL7X4QRUuf7l-#o?tfT@3oWuI@M>TA`v zPkp6MR8nmOF?nb14Ew>ePWuH=c5}fgA+j6{yfSK1)2p1N>!iE!&M^V+urpEqCK=>d zFRT0cgL>}vm=SQ`%|hXn(h;4y9G_#k9>lEYV-<|@`alolQ@bdWj;6@SIO!c(S9S@% zBUA%JHs=h}3*?%c4*sBbw6AvH$U9NyPT5AJFkZ5U4F^G)^nJY#7BCsMV8a+SyxL+$ zaZt(Y5_{a4=u?_-uI@KV(ayxMIw|sYEvE2%Dg))&?idr)ZgSd~nwN|_yEE>$gI72U zPFP;lxk#?P&^;*tb;`xxSt;yJJ~?-i*|i z0Y4?nyt~NR6xXm}h<+iGqCUvAVjZNivcXFe*39U#IPf~gnSp0JZak&3fOMD5f~ahc0{EO};dWU;F_2g7Byf;jRB(>U?ls~2D;pe| zQbg(~qV2g=c^rL70q@}UZ0zcn)bUi|W9bzzV$zJ0s;^Zgd637L2uy5cYv3`4TH5;D z8_uH~rV_uHSvd27DRoM;r9rihO4c>tKB-?F9%70U-kDPIxGv|9Lb6*YavUNj13xhz z6cuBPO{R1ZHn|IYfiFA@zc5#>Bvu)6(8{GNG=;HX1g{fgb%M4&IVzVLJp49lP&z>&_!6>7{cipT9m)%&yV&eiARpPz80ET6m`ren>C* zopE{K*NW{ggk89Ybl6a)3*ynO<$B;D`J$#(-HM)s5^Tfxgyl<_f_PFhU!OTo0tvQV z!thg~F>r^Oc6sC-L5yhP?-OCl;KLAIK|CZ%3eKbEFFoSSw{qVT&fiCv`O%>B{X?5_ z^V_GsJmUOKA9(19m?oL>!$~@SK5#v{GfuRHiZC?5#Bge>6_C%RtyJ zMR8c!GL?glTccmKz$HvL+;hiJ3RUXjAqSjU@PL6pQ>h=elCnt2fEVx$rbGy#hvcfJ~NcVM2D@F7hk+$!i8)GWeW z=21P=Y@Zo;CWi~ZVbgDJF1PAA%oq|;M2W*~RJIg_9@TZb;8U83PifSz&Pg-phS9_0 ztAGs?T!_)=%I_DBJ7d17&VQ<}|9>Z&f6P1kQ=P_r`S|^he?`-|2_!b;cq_}yHSF{yz3fO%cRer}kc z4AUm>Y=00sGPX@f)gG1_C~=4;@7NQ#Tn+r+gMH{19jhl&qi)@$Np8nVK%i#M0z zmVsm9@CDsiesy=b*JzIO6*+eHqicYB^;suG822aZTsgSw7z5w$u>ntmyaNHB+~ zzxIM_-s~~yfw~K>q|y}*HP!Q4dJFiJW#&XFwRU-MCrE}%n-*-gDSQhd4 z#Pew=`^>`0ZZ%<&nU2z2o=%CApzL$?D}v9Y3*Ke#1sr7Lq7>(n~zQW7lfHy6>H?OPhvR1-}SN)Rk!2C*zd($$dQ~AV&#x;@% zF;t^)+R^JM#WPaD1&&h^c^!0X9VIe8Yrs3nenv@ni(g&%RTg|Yu5;jqnS-l{CFaau zH|U&i5w*JH|E4n(AIq;#Yv;CaW6m!LJ55%qn~k;hqToBki2m#U`QQKXpQ81T5Ph9; zj-L!;m%R$=-yWqXDp{DC_IfLsiyG*4fRQ?;w3ByqO=lVKAZ?8y&`Xkc7={(~l!j|p z-*t>>hOcsT|JGkC#;&s7y2qH*n#n|$9mC-CZkg=b1iVQrQ4Ac|mgzoeJK1l4gfo#y z=s_l$`WhKNG0+GMyWIxL$!S?_rQ~hPbL=AOg5G%+I(%4f-C!?j_|W-aZ1SXIEF)WP z7wws9@9@DKrB&26&SYPntaB{We&7OIrjy77U(+bE43>_-k=1Kthbc6kR)`WUd;axFA}sZ6fq>B4;;6oXdC1m{_0uR>~{g`jRZ1{a){={hO| ztu1UKXhJvCW7@lv3qjp-9>YN>@04;n(3{5oZ40fEJub&Or4zoZ)Inx(o4gDfL$arOT6%`K<+m<8u^od)Lf?oEs0Qf|wPng`7(hDkZP zf~t{%c2xa)24|V5ItC!NEweW3I$9l%RcJ@md4_`&KAE(!tIy6xZ}E=Gc)92N)757O zpN-&HD_nask#Gd}YVmVRHkjK24p=SWKT zPqU$2;Ks#FQ38Or3^()B{ezeuWSN~o&N4UW%cR;w_0l@52ArCTYADZpOdTl~3VSk`q`WH=rIsy^#@`=( z1}YmDw**gHD6vHQlO*@h_BHA_$e&a+VSn;8xCk^iE;!ptJ1L?2gyT;Y9DwHF0#IkH zanPNX?B=lWekvWV08@(#&9*Nu59%7CpEi0!vEw-0HB<^|ncNGDgM21E=0GdJSA73h zS&Mv4qx7uW*d`cc6g`mLSm5GX249}%s5XkOwJ#aLr=$zFj1A))CU^852W6%Hc2T8- zj*tmgGO>!w*WQKk{FM_>)3@pZY>nT~K|j`S*SBuAXV&kRR{ACEUA+_5J|o(f2IXPT zk3b*By_?RiQNeq2Sqqic(CC7V8JVx#Y-8sDeM}20?{qi{zwB%@DRP>XG2|fi!H%W< z#ey4dS%qpEb#tl4G)ik<4j&}^+TJ4Y8I2Arho4bW%=Xg#L&-s;jU8YVX2AM@uKrWQ zjHD(KOP2Ua@x{7eLzf8qDdB;4QH|27eMqYZ8D@)1!wzE;4!+$GQW?p!^W8y)(b%-G z4jSf_ul{qxQ2r8|Dd(h|G)n}oU;-Uc?Fwd|;x9iO`EDH!1LZsFx^ICkl=|RwVWm6n zRYw(mIWyo?u6ST}QRX6G%}vI2QeZZL@d`Q;j?3N2b0v+;?dLwP zb{L(WaI>%m9+;J4zTa12l}D9+Ls5s>rC;GMiRv!boOM(tkFG@VCTb+!T~e3jn`urh z4{D+;Q&Hx7CdA|iFxIav6S;?FC%vV$(1}F1mk9@%c;yiI+A{BCvcHh%)AVi59dkb# zbiV(OvUTi#2fqJ>e*2cWwHQ(}hOhY1x1RRX_1jC@Zxco8P7BOa^vxD0$K640-y0m0 zrfWx1Lx~Be4~*++8>SY;sixU|+&HJOE9pQAYhX>)1sY~nQs9g&nHC2P$2ShJ3V%yu zE%+_P;#_8QM{>@%vs^_cTEom5mY8L{orV$%KJPKr=9B}mPP1E0Lw#lz)h21WPCMsj zrZbZ(i~`%l5O8LaplTTHytHf0b5c`xZUbzTy4S=2mHn7>EQ({fA5(^U9h8}-!RWa8 z!65U~)YPwux_}7pa%S8ip1FY)0 zWx%K89m5^2|AuiPrp?}8k{|SvYO^h)mKk{LRjy@-UHqM77@KN%GgScwUvE$3s=r)A zln*GQ_s#tZ(9TF!}HE| zp?w1yK7ZGG{|er2Yjaqx_s`Al59Z@D&*$Oo{dzW@2!tx@1osA;FPYMjkgDkiZB(QS zO@&8$)&*OkmQknV?b|XP<>a8_`sw`)P|GN+%Plj8l0Fl29fVWSFvn4+M)-_G2xXaW z!PYsMT0CWoP=jG69NpZ?>R*$}N4kM|2lJpe%fO?(t^kUIs`L*rh9887n~qaO z|?x=SK}f&)+5%8ealYYZPlw)_qhv}x$nvn_+FoyunPpOj@{ z*7IfW4}!OE>fli@D6CNKk4O{}?A-d`h>Et}yr0mT5vC)8we1wqE!_YlIzSIv>C+ z8UmMqz9yNm*EoqsO=lM<_;g|gTmssn2x+=F?tu3YUn2%^*R^-CbJ{m$_YV>7T5nsJ zX`c`O>!&`r{G6kfzthl!ZF=IzXP{5x+kNIlu^A$;N_WlI^YgFVWe#t9oOCzsgFrd8 z8BxP{P`CEk4T05JxZH)Kc@hO@v|%PC0+qJ!c8)?h75tJ$4A@~Tk}2=9U(!+NFGDXx zy7+$`(UErwY?wMG^8R>$dt0sGbT#q9&o7TYEAiq6 z?YDRE$)c)0k#4w;A{_~|tyEFMU4&Zg_LoyxbyRgTapY+Y+%QzKl4Wuf7t3a}Tn9Zbjj=ZUESSiZW-Y>~fj|mrQ z4CA|dEI;QZS!BR3DM!IMX(RsEKmSlgo~xasaw^)-q~J&88(VULIxTQwL=&k|gInuCVo1GP%OJoQpjIgWYeN#gjW*=-E^v>?74%baaEwMm2lgTulx_6I*bc7;XAF`>9nGF85kvK z?Cm13sFRwpai8bJUYRiih@aXpDO17XcxIyRQn{6Nzx}!P zv_{@_8P(C5`JVC!T+IxM|Ec;7J~bM~Zaw!I=U7>}exvXFSj|XG-b%bwejAj=mw5Mm z9XqXl+X=6Fd<6PD+tG#4T{XII{@`=&$)j64Lx;mA1HDs|Ee$|* zQ@JVg&q1O3a!YjkWU>OaOBA(y^3BvR&aq2)zato)D}e$KRGb3yxYs&~9U){?!0!kK zpmr0<4YX>EIEVmX-&(n#&q&n*4!lWSO?z}g%ah_u_ssA!s&qWQP|#bK-CduQkos#P zSVjhHn8i)^PK&!;!x=ijGaI;F(x@%&lOyvVj&Kj(&{G(cJEp6ojn&wm$1Q@ zaPV2w^`84CQ#~k&ZvsHP=zIO-7w$qS(;S$sx^4ycQX3zbaP)Bs+}UbJd`utA0rizob<+4u$Mu!%EfWAZvu!;$+RXPE429S^>6_0on3u5Z+tsz(LiKuI&?gWvUwmqdZS z&U;DS45A0HQabUZWOayLemJDvXNI8%Mjd`c@JxPr_}Q0wXeRFnK@`P#bLls`i$V#@ z+b#i{r51+>n`@lIBixl=g`n$#4zvR{Ojk{mVKzHNp5!ncYGJ$Jq!~J$49gxT!To*T zFX9d(M62LauWl85-_M|tw*t@O9Q5h1`ERGBP(kA^O8UR^5w~ADuYu}D0ewcJaJ#Ia zyd}5O{=$1s&$s2B7Uflr{f`-^&$q2tDf#$zeT#U_@!g2_Pv)HCrwg|4 z-f4fWSh@QyzleE@m5MNB-Ddh10G~i$zdb3o^g9BRQM*_cY8MG%qRZwFJ4l6QY+4go zVQ{ns6LuJG=~n%=^Q5vaRTLf1w8x-zoz>t-lgmb)#BSv|N(whj1Z)_mM!>Z}yW=E} ziLn`1(5E!;7{d|hRjrJpVoYZO!Y~CJW+Vqm30Vg%_IFZpA!5vgW6Y*OU<@q$H>yF+lB0~hsPLU z40Cn2U=uF=L?;}1)43uh^(pCBblj<%Q-6Ip=FB&jTE8o=$JDQ;obPhxo0w%c!W|`8E}VSYofvj!cu_czPCB&^@xR`MuGK1_BxkoCv(e|AJk6D9=f5zO>G!7 zIk&eIC0TkJ!M1FW89bS>1v|_K>{wsxs#u*g6&G8bo$>G@xWm|_Xrz7bBE~@u<68h2 zb(m84nsac+c^Sh`I*i`Be**7OIw9d6qtv?KIFB)3@B!ZT7=sPta`#hu9R+-96}W!U zp=pP_qaQxu+;Yi@zcF-)`<|{SvbatT2NCkLE2S%n&EEA*;Zd0)i|ZdlLr*eHm!U-A zhwdudV}g??I<4>vT>=juU?!0d)oH%&6wFQ<<4KH7=vQ#z2it{|jf={YPV>Yi@PYWg z7Q#CyPWtw^y3gL<5^9*h2N61`x^HvU=t*_o3}-q8+%O^3Q}U{D&|#5S3^=|JR*{j1 zSOtTu+gnBSPx1Sm<{wH-{~u)C-j>Arr&{}03Pt11Ej49pKu5oYnorL;AI7bZX`8SP ztap`&EzTV+o+f)cY8M)4A0T)#axrT7J4@F=a^r26y`@LH%7Ic5jm?Qg^#NI)=P>T< zmy`yVFMI6*8^%Zh>9ZQ7y`o?6pmQ&l@epHqwPAD&BK8&>du@`MoNdT44l>MGFg3JbmV)S*L~`bn_$F*stZ!EhUwzc5F)nIC3wTllTy7cqFE1ZR= zD<}7IXN@7YU0|~Mwu=}MmAR6*d-a2Ee>Y@F@xssX9xAyszQ3PwR7G49cbFm~?^t6vXccndtpY`)eO^Vp0hB~@X~a{~Lkt5AJLj8Ph0hN_>3_^R=bO}Y8Q(tSU$S)0 zE&ghIOBDM&;K$x{+RsO>+w$q~4m;sN#HvL_m#I;5P+?~)vL?D<>T(@6%<4LjF^q57 zt31dsOFd9`K__}LMo`en4$)&C1S{CVAQf#K)8V>q<#MKenfu)8pn}&{I+~=@7W|50 zQm<(GN;@gM;%+<=cn zcKr{>o=Jh5=4LlK=nAd9MPP2uk*~axpJ(w`e$y`v6P9@rkbgu39+lnTG%iJvP@d;8 ziC>E3t80DkFf*xjLEB~eS;a6cwX@T>;xCDU+0M?I>!_|WY!vP>FjR2W;$G6)iSZFx=>=S(yFDJgYAGo!zuqYPtvzOdlV5;jbQat-&cdVb-Q)7G1JR;=|p!2Dy%*&pf* zv1x5zSUg`3I>lryS-H`e(J#m!o^t*K;JPjk^m4Hb-qLnm#6*`U)03uFVjD~WL%RxQ zqZf|wtDS5}9&|;ovT%19xK)JXT=%Mz>Rsv7IN|G<&AJ2|#;Inz%Wjv0##Zew0~RA4 zdwql&W?$VGmKOiJhw7jpQ$~DdrGb*N2R2RHq;+{ z@>8p5a*_AAcT|gsy!d&HaN-3|8s-7ux|9-+Y{Fq#ImAj#a~~%qa@}Fs;R**2%Sr)m zV|LwVCo#}u_daM>xtnv?W4QQpoWsoefL!Qvhk*mLq}J7eIl4{8J19JlOK>ez4zrUu zAiAF`Jj6_cPwB_2H2c>DPCwI=SVOE`9$p%BuYiY`5tDjKbHqtax2z02#>~Q#(g?0s zQ1PR9^lWM1tRXP_S9{DlulV~4y{>ODx}?)@qfYw}y}mysHom^(91&KP8J?aa?co{c z)1dX-@DCUsm}q`}m!fCns+LLANmt^6Mij-9bGr+*hm7vB>?CYp>ibzKd?GHeVJHIn z)6_QKS%~2CGfkM$tL;M3%7nPbNfZa&q%oKRR2pO(CaD4E23;Oh&GkzfhQp7`al_c+ zp3-KxIVr^WQkWD&mk}OAojRPCk#sLs(HK*vxM3!js@D`fDfn)*5ZV~&D}mYPhM5$P z_LCm-;}Pp=BVkxJ?n^NiWwP32F9-Qj#3I5nJo#;3;^tK%TOIbKN9Gf+aPSrGNJ@7y zwl>{CcjVnC)FRk26t9SlqAWeoVRYh!AJHgq<;`&g@ifB;G0KWaR@B^gY~kUP%9|O5 zcM3}uY?!2|LPBF{9#s%`nju;!d>BE_B9_gQD8F(mtrB*@Gg4BQ5Kq>_&~!83R5!e8 zes##1Z`MEOv~P!;_4$xf-zr5^WR3L>R{z1woIf9}9=R;x6+z@c(~++%s@|29IH=z3 zUv)UVZHs{Ow6}-l&4%$g0@m7W!=O#2PnWAbCal^z3L7S2!z^m4be_j_ltDKslwEAx z{gO5^0*<|~ri0H(LDmlpy<6ljQMnIZ|p6gL63=_irg zwqXj+)bRO-uaQcpVU3{d0j#g zH+hjT$znIF6z<@-m$do&;gWCSwXogYRIYS*?H0*QA=b^_k|LIPQ>pkfs&PuQ4b3x9frK+n3 zdfPC8i*CMt@(aUIVmsYz%RCCRKGg}s7<>Xer|Q)nqf)r4cn z$8&A&D#~3-vQ}P#S?_vxG1&@!WFMTjeeFx$ul=Opqq=Y{WFlLY4!Jt|*lxN}Eo6Mf z-NwG#F#CKJPghYyeIs}0D-Xj}s}e@@_fz5`v&zV$u-OiC&rIAXwi?X|01&9M$)0*MAqZW zA*b0`bBfd+op$(sc*OZQUVW{C@#+Z^5N#FdxVXw4tN$CgWHv0ExEn00mIb9mdodgfc6ho^5dF^IPuoBsl37D#69)C#-)wO!97zF`S%#I~VRS zvu?IaZsj37C&5=k8?+)9-z#>mHsU2^;K{lu(YNE0b^8E*W~RhuNoV;XhIv9`-3Qzr z^g9c@_8WHdgj09J0?(^n*&aSe!U@L=*R@t0B_=*65t&Qi0Axz3pB0YvN|%W}K(_ORg2LE|X58B+i>N(%9P2 zczhAOx751}zmB^GU+3woDB@QS$qtDxpv3ydmTwi&FEH!#t#fkznXK~_s-C_nd)9h~ ztk3vfI?nWe$m?`-{Cuc-=ZS$Un&~K5L`IduONOb}K~&-!horEwdZ#O#|5%cuX40kO zAny4QQwher;kfw4sJNLqB{qpGDt;kr5r&y{Gj&STR)t2%yu=w@Gm3=BVn&{1n5Bj1 z=V3Twc3l3FN&*ER>%euY#1}=eZlnAl;pdIXmWk58$(oAGF;Q@f^IlSIEy#pllEW{_ z%nqT@et?wIr@`|oTy-dwdt@$BM@64-oB?g%=}JwnCZCK>x9~ll5^79IjUUbnJ`>(L z4e_TMD3z^ib&|ITT-gx8#i&vEd8N(5&qKz-l}R)1PTvz3dh2$Gkd7fAQ9H{?gYbOk z)`1-c*E4gHrPQ_Rr0L8|$5+||ZxB}GAq@fsRDYYJw(!#L$C)4F)ZfbD+vM|WRdwCu zo;JH8o9<&}>cbPx=P~MIg9v{3v}()}zga^jT$LF7!aLdiHS=c1Y_Al2idTVC@-I?! zC^h4x*~1<{p{Ym+#_Xxwx%_D&4qj7HcX6CYJdC4-?u2;K?y-M-coc4iM_p1?=QOKq zHUqR<6hiQWQg86tf$ONrLiajEY{9R?XL1)GwW>}U`1)Ek@oa>18MFt;A+x9-Ki3S2 z3GY?<*TON9GC7GRpX;PP+m{8rSm|s9Unow~tBc{W;5UX7K)fE*d>wmA{isF1ZsM~E z=PJTkuGVS|&+aIH{1UE{6~!-eoR(sA)h|Sc0NW)f>|5I;^&mc?&3SFGVqiZc+%UrN z?i`nnHd5N)Y8bEj>}IXjct77pt+H_1iy4}SWNC1?xtXQL9N+%L$J5QBdrSXqzPY}@ zr^}lSwY4{~QEHL$@OblSe7djp7Icc&1s%>EBix?txLmYZy<8s{;}r)|Ixf28P$Eea zy1q8KW4zf_)KPb>-Q3}~Rk()aOzv3zv@G4df5Mm0o5Pf->+)*D*c3SQE}ZC1$Q|Tq z_fs8XCLUn$%~EiDt*6cMLS6}HKd*I*sOr|;vllOX_FI7)M(aFb%^x=6+?79G-z1T( zrd>UqQJwh2d>KA5H;(=HL3jGj@Uv&XaI-Ch6!h}D)A%UGw*>@Mzs;NX+MQRNSjsuU zG^tm2P+O7?o?0!OH*i+0s|y@+oL{^<+$Lp7=uueGjZi0gZoGrCadn9KElI`$ ztGDTL$gveT>Xeb4o&VyFb2I+C^o!{@x4^DL+1FNsnfIxi!21%=ODaH=L7)31&&Q;FJNnMHvgvRZm#y!rmp;N3Pc z6P{N;vXX%>5poiGt(UL1b6>i`(@h-8)A=f|Zn3Kt&U8D4@R+-Yn{(3=JaHs4xLMVC zhOu;1D32*{Y>?yd(?ZPLUlbf-@XKgja(Cs|zpKM^w@iscE(-b^Dm&^(WctFp?jUME zO7Hi{Sp+!V%viI_k>BT=@$q=GBhPMwzWs^M2c7bkmMLPAn^w?&51>Dart?>z*FA`X zqQrF{G^onX)~3ck38}OHz?Tk*!wWREuD;D%uWYTK#uj{TMNv_n=PlKZ00Aw4L#|Gb ztG%V;0AAJwJ^+r;s~yHP@ID|15qBvi5UaK9D8(IHiC1-jGw*2R-5%rZ@&P|2!eMgW zZWo+zGKFxMh(iqX0Ce5P!n?}EL4xX6dsBA;gXp#gQT9;_r~~Waeq_YW%p{%}H3IG~ z)Q>`y<|cv^xP!vyGbxMm7*jdwUeULrARJ=wk~o%L{*n}zuX@!9{K8?zy1XVf9G@MN zDgC(Eo4$_Xfbh=N@Ia4wNqKdvpf(79!H;PCm{bj-)?GRS z@Vp$|Ua;^rEv{gzoKp0G4igKn>LTI!jI6s~QfLtu59xTh`+A6e*`zZGj`75?v??5y z|G1rj`6O=XaqU1=ilpX|Wc5$(jUige`N6>+8G(2T%w*=-oT8?!PTUqBIKh#`8n!-yx06^z6SVy^BxZZ0lD z(4jH22svh9`Mo-nPsCl(yW0d8C)Ncxm$q_uXhVF|uN7V2@Zu1EWW`f9vgB#4O)-Q%YYw37?X(V>KD|d`U6O~?f~TO`9pQBj-Ptq6?f$klmsjXO|3uE--Lb zybmN7FMCO$IFAb9F|zb>!>ox@A_vnoQit?U8s-Vn_0Cs#04k=&iMwl@IfxxgPGZM$ zcTFswL|2LX3&&O@*}?5BY4K3F!kNsvV6K}DLA72EN8K2l>ThL^qoe|54T3ov?;Cw3Rqn3t`}3&EP8c-@I30bk;{3`k8(CI$ zlp5(Wynb1Puy0-cj)oC5a0E4f7XnK8OIP0Wtdulx^^d{{L)( zyxG6aSn&aG=Lc7u6>HjzwKRN-q&+;~{25sFG{NUpGx084IWgPQ`s{XF!O_Pv^{ENx zar3HG4~%_vaz;tFIBMA@hMz0qq6My;mdt5(iT(xf{fXnzg_=Da*e$LklxlGxmy_xr zWu|AzNID_0gU@`emK`#z`tD^uFNjxt-H-YwhrjYQuGp1K%M~L%dp5aunmtBH`Ae?k-mkWj5(A z-aQSxz)|I9coI5J@|ewXM~th4cu8?}zdZ*r#=}WMTy5Sx-ju?(w=;>*t5>fHJO)7$ zGI0#Dt*M6;F{t#=>IX5t14#P^bIyI8<$`owwR ze2lwyCzXp>wc+)yt&qEeiwr`19-mu{^sDcFQxzv5nv-}*)9x;KW#J45REROXdR>qU zzn{l7Ym-}AcM%mwVNf*HkL7FKg^>>dNB#e7ao~iPkE4uxzn~2yu1GtC6kq25-?H5zzsNOOMu4-FEqab(V;8Go58I%!* z;fO+xTN!vbQTYjB7@v0yIzx3>{DsDPMB37CpVH3k-C-Mk2*sOrfp>2 z5m&n$M?l|BK#VzYLJVC-(HrQ}Jd1vEEJ7N3;XNltjjgxLYFaV`7xts_x#XPlIIGAc=A31Cq89E1*nN!0H{4$zbVkOU z{(*q{p9h`O)IAaCy1Z>=%35V*Qa=3ILFdoFt?%<+xJk&uV~cUlqB641y0=PVu}{qO zjDsSp?u-7DPOgNwEJ~uS)Oq(HA`})`CnO~=e@5E%2p(SqmmuYc=nwRkG)DR@9t*tP z2AstF+wo-*^SnWb&vWhcd4_Q(G)VCXqg)s8U|IKlc99}DCIbi6s&Lr#2Q&2pbIxFR z770aL=gOPtQu?U#nb3vnpG{ouL6tkTKTTzQQ|J(5PW+%#?dk$2gt*SjwTN;!E>BmC zJ_w<($nljPcN3w;=$i?lntiodx;iHo|BSoXy80c3!?g`@ZzXkiaMAvOVCi`raNFK; zN|ON2IBk#c;@gCCemvsr66;TZwvSFYqdTeoZMv=ALC5B^lg;Om>OqKhO~so?<;s=g z#tvHbNKPJh^-wc5z7~!rvxqn=R|i@Z0>+iZp`vg{M90-DF$o=}j7ju~cYBP@P&o9a z;w6h-J*C>>y*U4n5fO&t3OsFH?Q=bFAFkx>=5a;8cs#I_74B?aXR2Ok|fVSG7pPc`5a^Z^a~ zU543ZE?l%kDG_6?wo5+_d>I>fUnE>Hcbs8DHHZ@!y!szg?#@Xw@wSL@m^#H@9vE-V zBornC=MC(9MO8R!&0Kj_%LH2mPgYB=jy;~6XC5{T-eF5o(s&1E@j38C-0Shx7akLL zN9FbyqP$VUW8&_o6uOBFK*Kn$PIY^Isf9xb z!U@Ar6u-7gOn$A@kanzPD$`(OgQnBM*RDZI?ZRnJa93H z0%zXcK$#`Zy%RX+nZ&%iB%ZGLJy8U{<(^bY>?6BtIqCu}3g?;(#SQZcX}N6{!Bl^^ z(4UKAiEo-74-x*d@jc z6m03h$#@kpf5F)>B&k!g^9I11hrjTHho?4@$2p8GSpF`UO4m;bFi%LT&m`{9jM?H| z9(`=$44k2hSU*u6WyipAl%SXA!WX&3;bL5VPHxoU;vlw9dbeRT3AI*gEjRv7l^-*j zvCDxO6K}WcZxdkD6n{sK3ovz4QJ24?dSDrS#WgSZtO_?va6CK5v8H4Z z*Ym_Br`DW@2-kiu1-}vF2b{4gI5wH{Xm)1TxiAMmQRfyX1$dreVh~hbi8EHEbA}mH zk2;Eu7=*_JA*neyS*qDd;H;EnkBAI~<>d;j3!m08+;2v*1zttTSzYSl{AYxg*Wxm{ z*Xj=LqybA zGiv?X8K>u}Vc(S0^Wza`jQk6kp)DaO{r6YwS=@J{)WN~#&p@fSRq)-w41z|`{pJi5 zJ1D|i*@-i98p*F-{j(gEfmS$v82-xk`nh2S#o_8JI}aT-_nk=$W$-LCDE=Xz<#Nmi1-^A<}{6K9<#K!2LthBim{i`PsyeHbx(VEBMJuKwe?$=vc)@B$a7D%JA1d+eJA z#~(slUKS_*d|ZVyYv2I5NnD6b3eU7v1oWtr--)Z^EhZ}K)oDCaaDt+o%s~<5F1a;D zjv_$oFA6rybYhUl?c0v4h&#aG1VxMx)0%O0>zP#exr$#mQUl?n3vn|g~JD(R-cPEZR5Z|PT&}&_l#gD%j;}x)d>x8vh+JJ#1Lu^DU7ZG)hvW| z?my}zI)pjS!*A$a?!JpKBgl|nDVe@7%(~oTRxm}eKGsD&m#tyQx|*%O5LeeKnfk#* z^kvp5Z|c)WSbC-9nEnGto%SmL>!Tb;PEt(kB;L!-<1h+(LN%M9hT|@xwbSA}iiAif zqisegJzQ>=VmOF`kRLK?1}t+fJ!udzhsYBUK(=)}&M-a_KL&|~hh7qma$M-$s1ZT| znm_?^_pZlzjO@^hi(KG!UFIPuo$m#$Gp(Z$Op3>V0G}9kc3_5&VTpAvsS9^rDt8@3 z!_CxwMfH^`BagZ+63GW-vq>5!$t{9H=1YF!!z+df!P@3q&Aka zI?$aooM|s0s2`Y)n}a!>XBZb^_fIHQy~6(Q%12$d5+1{dJxssaW1{O&d@D&1vQLiP z>cK<}&N+3%v*R0V{S#(R9X9_t3;pAQ>cctbtXZS_&lDLW^U*oyPf=MfW`ivR=`Xh| zIIi2~q6;CL!f6j3IEGjR8*<`oAs-MI-R3cixLzb`-rz=^+J^L#<}+gvqfX{}@wLgk ztb$Q{U^4zHgmzau?UNxRBDS;~81S@lUPl4J(OvjfUq)Wd=%o_GK_`)p?3B&h14GWv z;KYz~GMXuM_bg9?!154MoFnee;glwv5o6A~mvV!UJ|mR!;_j{g2nMgh^az)S7hlAg zD}z_b%V&9ehYNG5_##9~=hgAWLkQyWV6Gw7)gIGNn|Mi#1~TU{4_-r{L(Z}3Q~rXR zQ&eUCQ+-Ik7;@^{9%YO%YuLW!jAxHIABU~`J}1J*GDYwT)*;mW-+LaykkFeEjkaDs z;biF02-*3(n}mMuO$mOoNbHp;CGqoe(Nw{6(Uf{DNuL&C*5(z5V=p1GUMW|HnB~M% zn#@z;)^5iQIXn6iPiYb!L#aP^U!UVFj!sLQ!YU_mmRNEKN&f?L&a_&%)r#Rk;6Q@y z)JNS++Xw=$LU7@dl&_~Tifm;#e7#)+2aU+OnmMDSh+IwtpjVR1yHrA!4MORFkbtPt zt9J&qXEeC{n-J9>WtXLS602+M^Hp2{f;bfUldklYtK7MzI^g1ufyCW?i?${~cuVlQ zb|8)8YQHaMow4Se_6?HmAJ00cZ-ng!ANto>r@e{h+RT;}GE#peLFcbPt@~WW<%|&9 zYoZ8&372{sX;b>bvk&nx{@fAtgdF;||Y&$Qv?>j5xaaxx*u z?Qy+u)~__YQSfzl67PB#FZ&po_2B4S#Y4`Leh3CVY0Lre)efU6_(Q^<5v4zAwU!-4 zRMfw~6TV{S6?|V0H+9P(eE>xN^KkQ>&}4jY?fG)ZY5fmc*jP5r!eiv4^Ua@uR`2A3 z_e=wy%NVCtHPZAb8H|0*32)kb;a#?=+#GLh4aEmmPF#uWF~Q|KL#`1#^g+;yYu#Pa zi421Ff#{7cw+bQY%eaeCxX1$y11r!wA#i5Y!ur56cdqq}yZGIk$n6Di!x+Sb!QB3R zr<*#0h(1o#eR}l_ZlQw&ZRt z85dk+=apROtJoWNdkiJyMX;^g<;&~NNW`fF!4|^JI?ubN+7NnT2=ma;?m>TfV$#Vh zxV0V{=pE=wq4>Je35=~~-Cg0>#6_8$nCPj`oBM5BF^I~KFw45TRhSGjClg^vxhk!B zlxp@!Cn5}SLZjt(N0>!`C!LU;ygc-}zm6C_pN!*U&T;qU?>iSQ9C%BKn+R&mnZC4s z?U-|G*?t>f)+b|5t-VM1ea;zQYpj>_zbWrz0Fp8JA?JVppa1cHWxS3!$FBgZ$L=WS z10Y)`Zx&D6>RS;k7%_;(DK4*F2F$ho3M~0*mN)-Kvpj;`z(^$NY1m`ipzL}i!uZ{^ z58VaG6QtrPmlHp1RJK1MCgXQYtaqVCXg?D}PM=qg8Dbct&RT@WV#>*|WdtEi zZ*q4_Df^khh8aZjs8im z?LPZ2CY`n-YQE|%LkOR_3){UKtWcR5POHgO1!kGzmF?|U^T) z^x3IL0o9@LmMc0q3{$iI)mA<^;CxIs?xr_zV&_i@VH`81K>_O>YFB=sEcE9or>t69z?4(pmPP-2;U#m& z<{viXv|oW%-^YqD(88b61v#&nb0Ovr<2n4vX{W6^CZl4@lyr9kP)0q%ZJ_gRv-HnD zVG7rn1TT}^O|RG~8b25E`rA0n7?YXf5idzEX9HENqWy?3}m7B~VS_#If`-1h3zVRj)aoP^)s4+nJIHRk(E_Bk*^p@=4J56Nh;& zm(%yd%ql`y<#Lh`YO}_kPZd0gT5<%m;c59WWL zaQ;!@{tG9k=koEvhd$usjG1ecg}##$Mm;#>{255~enAAC48cDnYu>FRUPhb~2@!Lz zUMuZAIx&R6djN^+udE2x6lQU)ez!cJCr)h;LY&3K-PDt#ro*5mFXkxPFF$czjA7&{ z4X^V=)`Os)eC65vYNda9@Ll!5B1KODMLsd)lwt@uiP#f&mwj^)`hjyjb}W5d>`_Yo zm@o{dA9x&6#d6?MoH+=}8S*KecHp{u1w4%}roPF$vsDT)&LapG)h=(jg%JB?>OQ@@ zycte#{=RbT{2+%pZ~QyEL?Z|}8HLiiO<_IO@_!O?#wT;mSrz{TwXZKF*0*e2XZ-3m zLPzxLd~neDIAUF;p1I}ZikAa7OEw7YE<*l7uO`~*%B2XiFd6#tz0xF3K%D6UF5l>j z)$7H}4*~yiedBRQLu0`1lJluC!+BP*QICku%jMvl(uAW+5zD2!HJ@uGen&+i)h+&g z4>?CthzvaVjLYw(^O1@#Z-*UB;_TPs?^5&m`{L;lHR!n7F0+3iIEN=u-1wq4{u-RLud^m#O6V zb>mHYTm6vbkLl)Thdd~>avDEvT3u+Uyyd| zG@m%)G{0LXWo)Kj95N|S5v(7#n)Ss%+z8@%z54Xb3LihHJO#-<@a}97*YloF?Ul}p zFT;dr8X4yKxZ7if;uO)$M4TgjJMj2Jaa@5D+M4Qd+$#S^O*m}@p_4+LkjLeh(s-Ml z`nQS7Qp6e|l%Sj`xmsn?WHDTML^-_fE^yS7IhD^(=UomlRUbOYWhhCXDb^1(|Dzluc^1=D$Pe7?} zS`ZvV>hZUM64*?4d@@6TYvuBj`Az$PpML05^M~^;i7E((NkUiWZsqX3EGCxL#N=1( z@>M~XX-^b%QkPRz1ySe{616(?@(WG^K&yY7jMQI};JZj>DkYKs#uH8n!fJ$ape(%{ zi7}Xxcs+C+a-eoNLwy#^>gjIfzg5oXcL^HmTibtgK7%UO8# zO%c2-pgM)isZ+!WImN7}QuTQOrb7YF_Nzhk+d%oUr z##%L1vU?8o5%a-0=kp+Soj4|tm~k38fXMDvPr^!i8op_pL6ECcQi=WbjCs^~_+0pi zQwf;@Qd9l3)oe=PCsxdrLk^CKbFP%5X5yv~T?^IS2)77=1tSQ+lHaZM)(Mz6ZzU?a zxO>LwVS=B<5Sf~!;XExUTh-5`Dl;)t0INirMifG&vFZu{~iFLPVS0+Bjdwp?V6@7P$>SQgv-A*El zzv?wzcB*JX(53_tU+fS*?e8r5Cc(ZQMEevZrs=e@Z|6vOAfECR$oAKZ4OylBF>L$) zk2lS2YJLN;+n3y%E4zMOn>{&WS?XU*HSKk(`CtFf|Nf8vO#g?RFxXs4$dD#}5~Abk zTf7(v-##Z!>Z_M?eO<+E>n4tqs#MGfCZ*Vjt z&>P`1ZsFgIZVCcEQJlCss}A*>Gr6}j;UEk~v1-k`1G7dF84KrY(#r|*VlU$0_>;=i zewX)9Q;6OYS6|X``|dV~rkmN_R$U!qx&a9MDNS6$K*RlJA+x#0gyol1aEQ7E#lHSz zk@I~XvsCdjh{7RoTGVBpTmKZll7}(%Bzcq4I|o(O2i2zC5hk$qLESaE3{HPjnx;yZ#Oq`J7-mDkdfZt}XY3pf`M zk!4VqL~hY0KWWz4&Vs9{7fuYKsua4-)>v{>hcpRo?2<|J)Ko6=+1cwP!^GACL=Qm9 z1viZO&1d4F<#>d_tKC738r-9^`$-9@>kT|1&60;2$MZt(KD>bYqcUP@x2Vt?Bk~?S z^<{yt6s9hs-M%|6cXf}WCFj7;TbFU}G`loEsq%A!>l@rE%8@~Imu6Yxq}7}f7?mkW!yji5^>-;1aE~oGD!PLNrc_ zEVb{$QIdy#7Vu!Ew5U|HYRr@B+)@pAFw@l^JQ6P(R4!U3aZ=E&vF$R^r-UczS@Y_r z)a9is{*-WW><+_9d5m=TdQho5yAg!bbbE{wF@||ck+SAVQ}Jmv;L~Uu_}Xnw*3R9rw*$YZWbyfbw{st%ZRfb8wX6< ztGM%5Mq`$hp_;zVD*bRRkS;=qd_{FnRq7{=em9HEayvdU$R@2Ry{>kuac&wW{!a~9rM3O*4p z5xKg5svLn5ahi-p^iNd#w3~#JUec!Qhr0xEcy?96G3|66Rq_kRobxT;$pgO)Fz1JQ z>hrDMD~fNQ`a*BW-c)@}Z`YH~`lI^tb%>VL@AH4$aUC@ zTByiH2c-)5QJGU76T70ygPu~S?co@RDGhd*TpS1elO^7F*=2f1yg)-tO*l8LppdoE zW~sPAeds--*EAH5+~&nJFx~?*m(Wdjsyinx%bJOHm>D3r^t}X3ZnQVoT6WMgvwf0? zmVj={QHOD*GN(NRb%N%e(sl5gmUZ>=!ovB-+_OIwZyQFV-}KnO z83!3=E`y22U13O5rx~uq+c9RGWEkxq2!(9-Q$jb}QZc!wlvA=!GE54**>)H*DP77^ z`8u=eAR&XUWcFSgTx`1tY?#G`n8>m3)6OxBWhE??;sQ&-?OiBkm)P@|gB<1^^y}zD zQatod<$9&+Qu&~lWGe>hE(-JCN=@f7QtXY>9cP|9D(^E1*lKvXszLRa?bI44RerJ- z%#Y><3yVuT>AJeW=`RYte|3dHxNR6p-}by-VRSqcG?Bx|r_STt<=$~GX=|RrdE5r> zFv-C+Vs4I+lN?3|3<-0EHHkX*#@$_af3Yx?bcYy)yKbTQz>Yet`RysKMR*KR`DNU? zi2Kc9#)5A>-3;%c*rxkkS>YGXJpHZn#Wei}Y1a>Dp8jTA2G=0g&f5Hfn?o&kARm*T zc=kW~KmOM~_Cz4a2Q}QkogSiQ!9^95LnwC%Q0t_q zJIV@8r;6nUUyJ!**$*;DH_S?o;>IKFL=G3~`FnhTT6D{hi7T)JM$&T@uA3yEvY=x_@ zzh2XS@ysX@#`B)p+VE|-^22pi=7_uFj|)-Y_`>tmT&Qx3L;_MT@vexfsU>| zVAcN0V>pig>7hq8mt(=x@$MDygf+(1nY?pS;iaDt4wHA6#5QnTJJl;Jxw`VJen}{) zsahn?ensuMpXB(*W}V}$o2E+pKxO?;v(E8mE9(y$o)6ACrGNWn9Z8mVv$6V-{Xk(N z`2`cseJ8|dPU6v4j9Nxo7sm4>whR|tC}OY;6NF(zuT~KJh>i1ehry|}DPYQZ{^BwS zVZ|l5zfcUg$N7t`6>xg)&WLcBDR)PhEc_u=;0{C8x#!u%1|h>9@Ie**l8!S>m$@+0 zqBx8(*e}WNeo0H=URpwkT+NBeJgD9JfHu))rG?!ol*m|ecVOPYj0f_Si(ej>71tPy zMTBL$J1l#^vtO!((!9Hc(v<>hFTU1@U-g!8dF3ZCsVUV%S?b+SX$Gze7x)&pE1Y$C z>8J1^nt0;Dmm*dp7rzC4=#_4Zk)zbRlQ1g!wr@x6re}CU}jN(fT z_Kj!OwRPZX>iGSaqeh+o{eS+)|CMpXDd&b37p`T+%=7f_^2MrM0ll2r1OTvMUa4{~ zi@BD#$N0qiBc)D?&YS3!yP;Q$;)JNJtgExM&Ak>%*f4lqC$}$CHX8~YVw8AEch|f9 z%fg5B0`i~z-a2w4nA&Tpqm~8&1G}i$E9>s0q((?`h7d`KVzYA9Ip!^+&Q706OwNOF zr?@&WZzcr1;r2wz*D}ICgorkU~soi2hQpen{>$ zVPZ5Pmboc+&wxiwrtPl3OB3ay;&2niEOXW3@?1R&&q+miOw~=ZPJ3JPFV8vqLzeF2 zpK|Q;OS;Z(+xs<&<>>JFUD)+6g^GT`$g>+dUy6ctOxFS@d(vONG2NwZXuO^yo+qX| zOM*|y`cI&iS=7BqN9wABDC4@Z^yy%CX*yAAH0c*e^+~ciJ6ay(F=M5J?vm3`vt&?_ zSGU&UL3}D5?bZx5C)p;YK`moWjU!}hve!DuGHcC3%NW}mHq#Q=xYktFg~c=iqzINl7k*o z&CVe3Tp|m18K24p;Epr#3um8gi?`^4Sn_qO`6n#9&bJ)d<%=U)MN_(oALZ7MtqVN) zVV9mCh!p+z|FLJBPu_XXi7zMvr^yhLy!%vonc@ql$?R3`z9HY=EU}>s;xd?9-Dc)F z>1Z#UcKWp^Jcc~3-_nNTB*RoGjP>^-&h|#!eHmN>Ccx#E+T4--dBL{|r&;ku9NEvi z@2u8bNt^}~9%I~PUivzS25n>7iIc@JCS6mf!BsX!U32Kk9LGL(A@QKizR#Je3a8Xa zyut|zKDf`_C5{Tqv4S9uAYheJch|%-2*WTnF^Ob34VX~fT;fMqIBlmW*Iu5MuiAZK zxCVjr7qzPcZ@-N}kY5oQDg183B*Qz1zoPKF8>pa$Gz9J-Pw6aCJiAzYa@bibrQP}W zKlbHpvlIMQ@e$h-?M`YxZnpW;N1OeHFzgrvZHSay&jNubFG(&Zni+}{%`ix9DZ88uf-nqKv5=HaUU87f_@-A>Vi@H_ zr#LQ$)=Co4S^{#c$5psLj;nJkF2Zc&OdglJ^SI(1%FcAxd2@GdYZQ*5^u_QU-0d#4 zh(>_|Y0J&4{*BVc$1zC+Wn1&+4MBHMMr^d1$)?|p>o-$^rM(Cun$pW#%TB8Efr9w@ zVT32aj<$jbzIoh6`)mBVx{R!^PB=Hnec$>AK-MX5uCjD1ea;c~Er32Jz24UUzx)67 zW3x_O|Bt-)X_EUmvIOt*DY&x-kTX;&{BJ~PjfdHuzKxBo+3XzFB$*5%!4`T*kOo3( zj{@la;y(kjk>WQ7vdfUxPd@5!+Kfg|< zj+h$=2Aw@)huOy6Mu{2CG^KIdLWXfQm~EUL<}nSADLKrXzEU4TTEqrivbDoQG47=e z9jCm@<%R5WTrNQcID0evAZf{8Mq6pPHO^7@!a0IxV%(UdWEhu~_;O}by00A`AZjum5;j+Y!@x@Sa~v7E;JAmcJT?<0qg@$)LhbQ4d|E=W{*ZEPZ=;d zMB+aDl$9Et*282AWhTn*P ziXccQo;oqe8R3aro4vJoe30}f?Qwnz@pWorPPik^0Ej?$zl4wHb#7cD^Pkx%T;?2w zVFb1czFpgiN@}io@wZTChFah`JQoqZt>j&|HVjFj1wkFYSPJ-8y1dq&bTtb(Oz$0@ za*dOO8>W?dR_mRlNIHd+gez(LEOCslXPEGKc$$-`5pI~i_ffL$FkL^l3CG^PcSf3u zH(%Ps&rxZL{+f1q@)l>f(u7&QGWakam3eQ}C)q=TfgdaGO)Uxwxg@@R)G3YE6gAc%&Ez8miN?48R4x5j zUO1aJufSMkR+Dq>&Py$%aH_z;q@0D#bsN5Mk<^ri7Wi!&zFuG@0K+-JzLH(Cbp>zq z8xDD?HixDh3CWg{4V=BOI@;#746_)ri=tZa!D#A)C#633j=d=yi1W-;VsGs}g=RR- zQid@tXxa7xjA2_O_+DXmy>(nl+ba3WH?E)3EGD8?NLW^yEL!iBMKwiN;bZT-H^hm8 zu)vvD@)+A0;zV4At-`$!U}Wdo((-~9t`xjLb}+bhJI5wVDU7pOp@b?3X&bHq2T zI*%+q*+G3Wa?VfC;-tw1lv@#z*IdD=zFHi%^=H#5c;e7R#Q`X1kT++S3R__Ji$2;R2P2SQ% zsZe0f+uB`Nw8F_guZ4%#W4WbK&<-rfnr+X?-YTMstw8@vyEh|dq2?}#L(}H6LxT#D zx5CNpx|8fsQgcRb_A`u}BvCiK6CSdQ`|4t1-rVMm4!eGY^3banVb*WP&*Nubf|XM# z;2aEf-32VPbMvP}n%60%kk)}NNQ&z@4kD+L&0xclPf6EzHvl5#<}fR_u+#V9ux zcxl}gKS{N!vA5pGE<>CVf7oC)Qy&fXCTpdcna+_Qc%{G`r~;lMk7EWyV)K&zS*K)@ z9xFj&hP#|@W^i0qtCb271$8Mz>{md24@WF68%0HVrDVkt$=Ol6D4eUfv>&)$`D6xX zaD|VMYiTFD6J_LDsYG}cerK>1EM!dQKZfqKXmdTtYnu+0r1+f;DQBIW945=r7GNI z8r*ykh9}R+$onEx$RB5z-i*<IJ0_y$%Ir(7K?#bu$TW~_R0Q`i;YO--|PJ%BT87Vxm)bwW)HZiuZUm)%`)f%Skl z@HvuMtDh{_pO^9%A26wbu;I9`#(=gS@C!r_(_loki03Q!QoeG}l6xV9!>R?3L1(RU zaN2oeVY5g{NsBnHfQh^8-HQlN43i0pz&prMLy0X1{Vp^*`ytLgxu4Qbf8Xishpt5Q zPNc{#Dy$zFz?v(K&XMGvyw~~bw>m98vEoXb@GP`=)1B8)dg^zh@g@7|xM8&KY?wjK za79VO8GmKU)(+E!3Jx<0cB!o&FK3uJaS~VVI4MRXq}nFG@Jbr%8Da#N0C9XlN1SbM z!)OkS!-iqpFjU&5ohjeFR#KXU*jtD(E_-`Sk8F+0tQSH|X{Ae>H1%!Toq_#uVK`$c zK%5da9C^}sE_H9&a6v0?UN~kock0t=CBvx9g8sbW)q<6Z?)Bo&G{(y)b39``T=%$q zlzRNYQif42U>w3@%&75luEr;rF$PzZF)Lu4F*Z--0}sB|3rER$Yw)Lp->L-o!$FSe z)^>^5TPVD7hFck>=?D$zH*|d3hUbW{<{~p^Jfz;epJc5pxY5d8LQKtmh5WWorNvSPd76CN~(sMC#hx zV_YUKoKiYU#*5IzeVk#e4Y;f(ycfZ?HQ$*r*DA1>{$V z%Qa=V1tD?kxHOX&;<9h8e`Yx(4HLRPtcxz?tF1>yth2-H7*XdG5HZ`{&~L<-1;^f5 zh`lnl_L%VaLUG9j!|2}7Pqi1MqDKJ}>*gLq)bXktpVvEaDfQ{W--TwU9jv#M47wz@ zZU-F{s88QMcA?ox2T#q`-g|3vNTVn1bv|5T|Nh0B=ifYk^Zc6K&XgE}CC(roms7|l&DE3Y!;lYziX)rY)J%L65VYitB4qI-)iFGoLx%tRqGk1S)t;d_+^TZ zR-zEe8Oo)mMK~+n@$@~KtmL!y<5;vTy8PApCZtD&A7nlNVYH7X8&BWVE zQFlh#AUIFs?qVg*yyfg7lMU9sh%^n;HqCY7?vuAU6ZJ7X4j~g2$2ck|)S^#@HeSe` zhT_qu!K`tkm*`(pP;8Esl6dmF!FIukDQB792TU^<^?VKYB`W8Y%1Sd>W+q}0ev}^4-EUV$sNfv-6K2SuIcSv#1NAvc4-so^yqoDfIno(VDIGV%9-rxK2aD1w z$;(F+heEx7WTR7fk^S}Ta^g*K!>{$}&IB#sEXyt3#=CLHmniY|uEXsnQZImV{K4@JpAo}J zigv=aqp85|N@Hv0BAq&Mv*3WZCY=B85Yt5o_QMR{uy$hX^TR%;9C}pjv$r|JMS6sZdY|*#@1DP*h75E53SCZ7 z!V{4(-hmL`nnO>G3d>7)0bp%!M90!_LNsf5J*lM`dgaN!($RIM)$AeacC}*OmLg85i+Q|GQHHTOP59$nXhMFJy7rJM>7U z#c2gVEOYN<)!Yjn)A3{_ZEwRQdmdg{Qo%5_-pqO)GYjnOIx2?QJI3&6_?U~C62@bbrS!$)d&WBuI8lg6NmgdL zUfvkTaU#@TaIR=m+uLD=M1q0Ih$iEPDcu&V=P|Q6tk6`7Fr|4#ZGEN1>Ss#bH6@ zhKn~v8mGO}__RV?mMdi|nQf&-{s_x`6i(U1Pnm9w`jSQjrl4fvQSg_&;jlNsO7Hz?NjT+K?`OJcgYO)93>d(<&7CE6TzbVW z1W#0X4X9X~rYnt_xwykujyw$KoUb)B7xWk+_->6muE^>-`_57z&Z;oSFZaSps?qVU zrXAxZUI{S;?HC_hpCpnApQ8a|73a;*ktp7|%gqwpU$iEvGr6rqW#ECy@Pjn*E0ZGS zeCzSryGRZ77GW9Bg6I%mugu$D5+ zph95Ar-$51Q+PUOCvHo5j1@el6^hGRw|6!9&8QO^Ja5Kc5bm;?o?rge^48pd1CV*;vmba6kb z28LryZL2m4$G#GWOnA&hJ9;iKsGBF~oi6(eiT0Ju67@aIfRTL(+%To_hTfCiv8`kn zAMkd%3o6JOIfL>4Y>XEMthd3S14D@7R1xy%mN3UCoMxU{zum8Gzb zPuJ^|c^Cnsyxq1s>7=rHJe48&@@_hX1NrdW(q|5M^N~%?+)Y0zss8ILs*`DtZy)p% zp@}l96SrQXJx)r6g(R}WFaf?%Rz+chb2PW&3^esX3T++3aMClt9%F)f42@BmE7E)? z>&TAgQ6dIYkr1P8&U~^Y-LTwAI;vBlCy4|u8>#cKeeWYFN)k4d1VgwH3U@gUMrjZv zD(bn;{z+b?QfG zDih;)3HyzxDp!g>qcuVOg-~8aN>9|CYXzANo&gTSpag=+tx@xrwRm^};UqUbTwOLH z7~vF&4fHtBvrrK=BNCv{k00{zpN}xDrt;8-(mLA5M}*T+hNAG8t~kP}Q8%p?W1@O7 zbi*{tOQJ$fDs`|tsteXn*XfL?a_}J$Z*NRa5ACe1TR1VUVF_yZ<4xs?87?c`O3HDO z(j7F6PuMV`CAk#JNr|@7y(CX#v{2%vD9;&NaY~x<@=exh2Iq~yfJK>T8rYAB@^LmV z8K#FRSDFSUk&X`5=S>56eUOE+l)~?HT57seq9j0P^*BNSY8Z=RxfFf_KKNQeM&Ubt znvN<;hGA;N2jMVX+e&$f2AZt}Ev+N;YDwUj+TeM8-1|hcodI%2Lr2oGih?uNiCgqX z0`q9TRQw@S%PKGq5sr#mEt5CyZLL$LcwBA|rE|_(rdD6BhjB6hp@BJk236$DkLfj# z6M8Wzdn+y!^J)&Kd11aN34+XR%HF; zY^NOBjF3DZ*I1_m9X0h#t;ds*`JYyQ=o9FyYoLsdb7V{d%O}yPrLDoFnd60coNOroEVF(_U4#U7F$wz4{ zWI=}!oY5-pkx;|5;T3G>GfcS<;?;plGlMQCTEDLB_)&2 zOL@#7!ecLt?IOmMhU)_bnXN=Sqs;N;PSh?8$KD!MhFiQ9-DQ#8D5@g-lnwZlc`tR& zJ(NOg$c!)aHbT_*iFT@~i58wZJ zqrfc55zXhm>rAKIH z#yClMe9>N8+Zl7EB;AZ$3WgE>DS^1SMdMN(vTj(oVI|+d8i#f)R;&;)=(^ zal@#TLQGa8D@hudiNPeV^zeSjh?Y$E92c z4*h)RJ=1tE;oOSHpMv80!+zLh!*pJ$bCrSF;XFPH`AW9V<59Zc0@}myb0k*UzO^Xj zRuY;Cbkkvd*GN}*sbEH1*Oq+r8aN~2h*){+gd`(5L|})(ODLIJi>?RiQA9AVc}q9+7)jR>O-9&s@=6zP-X)+Z7+$(MIzKa-mv&NyBoFgg$uNeCD|SJr z=_C7(QYT`tbz4az!y7Y}eM@CY$lmPD#mW5ar(_OT|z47j- z#G-WJQ8LWrc`Y)*r=RKcNVo7vc{eNM@m34VV=P3e7ltvN@F9bJX?jfoY>X%|R!ZW` zio1)V7f_L`YLl+(MV~QyM@JVsEY}$xGfR`M!;;}-B|PjMEuUndV0a|k%EpRKX_byA z@#b(@*=ydCqoul3k)R6Oh0&%}*u_d*2kZF@j}F%eFw2#s#4zuy@a4IO4TC;IH4map z;AIShO>_EzTZ&`6?O>j4bH-DuQ321}{dT#ePh=ALI~*jn-AQi;%C1V)d3}K*(XJi6 zFA#gkuYPtex=RJ_@=^R~oyZ%8i7y)_1hzKdEp2ZlZtbv4c=0-fDkLU>Hc$>}8G`nJ zjY}$m0eF+{a2;J0C1OX(&+=XuwM*3Ty<`}TaJ`V=gAN|B-h-KDnMHGe_HGhdp49aD(yRiN%WxE2bqOQ%=GoUq|AV zl0MQDw~WG+2>l^_!ez@ihYPNwm60A}=#@(VK)5TR(^?Jag#YqFx-&A^3EhvA6a2{M z(^i{(=kT1w2YA{tyu)V!bZd#L_sF5^6q+iz_zGKw4YrKcMry8_xIPjCsyTd`4Chyw zG;1Kx+mw}>6FwVEAt&1K+%&tCa#O?@x0Q0!wB$;2*fMZ#qE@=8Zsxtd9KeWT|Z)<{oC)Jzo7<*vtNIiT_bhiJ938a z$We)0B>>Wtg$R?6mk8*JigkE%hqRW$7>9Kc!3Am02UhRq-#uhn9Pru2oA`>QnCF^*)dN^yl8N6XUDvwH3-usMM zf%w1-N5fLORanqnR0?R=D#g>@)sr;4M)f4Rd6nR!P;5&f?v^HB*E>iQ0S2$PNeTyP z>>Xij;_PvXlY#A?l9&qAD&_@;DN!ZMoZaWABX{~9qatEjD1R*vjoqlmcU_fJv-#H%qW>u@ieqv1Fp9wqK=nz|ByQBsaF zelG`0#-+o|y)P`MSb@y6V3r#0UXIOsB2scA*MPhP3ij_?7u zAn;t244_*dBsIZV*d3q!4UD#Tk~S8{_26*3cx}XWz2>ia!C?%ZS!C&Z7XjulpH*Ze z!820hoh9K?JqWi8cidkV=}BE-lGCljlJ!wb;AiaNAmm=1JhRHcG@iw!*x_6)_C!3v zJ9&<89wd9p)`n5SH@+S!onAo0qi+rSY*24F?3;xwzV|_D6ZaRv&B81ZQ*Odu&V{BCbvSOUgp9d>~R`vr}yp4(_EdYTh#5+e!6n&k##)& zA9WtLEFVwQ+WZtML`~-y_!Q9~T+VCOV(lEQue3yJZ8paZ(+Y;s5}2E_6E8O2Ace_R zeC}hG7~<4@sxD=isIg%*H^^{F(h_INaz`m$xX{F7I1gE?dCYn-rlc`R6E{q0XGy24 z*izH;ItuE(GVr4`N**)98<$e|r8e-^OUYxT<}uo*uQldCPe1ajUUQc#=ISd9aHdxD zHISc`h^#aaHMgY(LnasUIO9UDr3Do`@+2*_xicK!+^HxcPvgB~4^105BE~he``p?v zmZH5l@Dm*PJp>1vd5jLhXU{4jrgXJrNyW0#%&$rB__X4{JL1O8_pYHvVFYd9^ad%U zR?60q-F>O$9mC~+OKWg*5fB54uD8~2H_$JLuD9kn`U32#hY5I$p{e2|#AJQQld*Bi zr|5L1&;op&Z(Lxr+M77Vecca;Z< zIv1|CE16nK$7n%sacTo+VJ{Hdw!R$jyEw&3ECE^`q2p}crQ5qs=!F(19mJEVC(&}e zGR^*x-RX3yl1e|6b(GG#v)*F<7C+8HlJ<00abFY$mS|ck!FqD7W_3 z)j6(_z-wGo&>NzyFWe%S;smA6g>y9j{pt;oSpoG`z>Vykt~g??U8B+#t?6C}(@GOF zGKb*}E0qcyrp;Rr1yYrQ0H?IQ?b7n*33eDSlnK0b=a=FW;FnAI+Cf>FbTz~HtVj+G zJi-*2=~p98VJ-xi%H@*y<{fb>P}7%AQs1q|*^}Sx?S!VE*;J?2jp*IH=fx(cNmrA0 z9A*=nAG@=DQgnzuiRh5E!sT@@@I9z4qEGda3p!3Xqb;u673Ia=_4eo;Pe(XOX^oJ7 zJ+sUv1y);prGQ(Bk$=5xG+Tia!|{DCnzpwx;LMFKxdN?iz*Slxke0T07kKur zIAxyT#RBoxU0|a*D~7>gG1WX~j+`%9i>;`@;#wdpt#yIdvx`>-fJdQ@;=NOOAFTlX zMg{!I-l#bK!9xtbKp6$*-bpFmP=P?Z?N~>F?as+0&hza*XWE@JVBfTNyX_Y_I)@KA zY8CZthKYP+yED@J&r!X6dX`Sg&HjinXh&k4kZ?HZF!RvWAKqVGbQogpa}~mnqhC8TQ|_%rql(x^v`R0&1BE8dkH6=rXkHX&Lv3Iv_34Kp79h zGOkt{*jvvseHx*>L;+8Spq7cEy=Ix-#K{-3jP^)V1X@PX0L=VwIsOsDM95xe%WICI z4wp+qI)RoEYF=W6ORdn{!0IV4+(WI@8rl$Cq z_6|zU+OZOsp&PV8!+tr3@92{9po#6`&com?wKLb|@z#79&k6*Vp5s1JD7UEnF3WS=OxOOkk~uH-Ha zt_Iq}&wAc2WLuviDJbUg!)ea*r^rhebMBH`oeLSJck2y4Nbv4I$t)o|k9u>ibjKa2 z9o8GqcU}lEQgWE=!}3aYF}V2|`N#)sn1`j;MZ-vfx|L3nxWUUSJO`eVq*MvGL{7Ro zWBpSNerB}@p0d0-fNkcb4OBOubF7rcwDdug~KdAEH2m)$v^(_LA-lb8meq zrJ`BbvaGDEa80XT+L%ktlUuGVE4=+xSaPZnuFwqIEL0!q!+Dk`So<%YqRGA#%bw%H zGmev0GMjJhDx9rFf>}HZI~h~9HcVs~oF<|dXd-H(uj?5`so@?|*=?s%^JTp}%?;jd z;_F%EdgNbMVDan(Z=80VxQ9u%K4G0lVNb3QlV#RIkCQE>1}ww{_J~>7tdz|wgbLG> z;pm2D-#b@LEAT_$oUajLXlqKwF5YpD@464jEH!6>@A$6l0c<0wPjZ1ZckD} zmj^S%;QSCZQD9+{wOA0i(zTknU8Hp5_Uquji#zSvkrjEnt?s8++M|MWZvca*9C%C} z$&V^x-Aq4vh?7RAQ`^Io(_ZStBl55A0*aZAbf2&{dg}$-Yn~v5~zp! z;RW#~eyGHF*(hT&EhSPkdLg*rU0*FRny%+8{Tg=!gKHX1yG4G$!Fd7zcf>wbF@cseOW|5YSe5p`4UXTN}k5 zUZ6cmbm^s_E3;i|pcUj37TzVg)Kz}KZ#cMgTs&G^Nt`~}y=kR|9BbWhtUF;wg8D ze27CpQ2-tHyTf$Xo#Om8dYwI`so?!L9KUdN&T6#_11HDz=__KKD!%nhk=ew%<6hXw zcB#$&ns!@i0!=%90i2KR)BtUYlP!bE*9p=>F;G(MJHcDIy%nL-eI}7!c~eZ7YGja4lp`r z!vS%jgwnD1lwP14Jic&Y$v|xHW`ui%8x99JHcF+XC!N4rqT5eAo_s(CKW4PHfB(H?vHg^JDoq&q=V$udKk{4ufd~u*1Sjm&Q<{ z=0o0Jmt@8{uPqk3F&H`g!6bjYzUx9ZpQr(W8{?oO?S=BpX8|K*BO`Vu}M=BBJET z0V_>~gwI&(6C{H>u5F-}aW74UM9Oa4jCV!^Vii;atqTuF%{HjC3C2gwAJ%moDxxBz z&ApxrVsJj6rd#K8IdZ6@K?s~MKh_QAHKY?kNajKq(3-#@#Mi5pzxf;)R$O z#|f&@vp~mje<7dk?LS-!(me|Kxe(-0pM=it^{AF$$P)&#`Szb$M3xySOcz4Sq>PRr z1^8)jitp0B2AFe9Y^8`C7zGDELK8k=v+LGA<4Q6_(TF@J>N7cpT(V4Sr0o+9e?~?) z1UO~yx4Z7ATA~rC59FrZZ>K*mDHKtZ>h79+eW~u#K4SXw+wY#gp|;HIr;Wn=k>VGZ zHAT+#nAyW^@Y&B^;B=DOMK|?6mm18X%2E$Le?)AyH8XqifZ$wL_+SL_tQbZnSzn4! zI;uZB#F*hHiAzeQ>lr3e2|hC-@N_v*3G~XG-Ivk1Drysprt&ntxu=5^0?r$pVlgfxCC&< zoU)YuZIg(S4kN!=063eM3Kg9=?FEl%dmDy$7%rfPk5SV@2GviG{Vq;_68lJM#tW^^ zcqqp>1rTGW!*SJ2y9E&GZ8pE|p8K^YKU=c_R|pfA%-~*<`?3iAeJQfN&b>gnQb2XH z*3VmxyM7oK7Bp~r#+j2WDYSp5?kzLpG`wIKd;_f4R^zT{m}`)Eis436 zT$5eeT!i-j%(T}Cz$IbWA5nET$9dltuV)^%|z(1g$@#_J3gi-&M>;04_D&%GEBT9n4wV& z7j{aKo2?Bq7#A@W!^zrb7unh{@osRtG&omJojaSw1~)wPx}tWWfG|5xj#GS8FXSXx zKRV)z?o0y9d`uo7>Q(sWfTUJed*hYpMY4t9Xg=z2x070J|Kf_xh9_@!lE#6DNy5Y& zM>nHw9h7rU1Rh=#?RXNev4ky{#Hj%L6xZmPwl^Ghn{dIM-GV}$pc_xSlFg1YxeML} z&bVCaMCAS@FXS;!)8NH8=@rA!&WxTklCT_&z1ncxN3*7nHd>f+C46I3VfJkq@J%*@3u;%!}$p@e~KP8T~CS2wfcO%)Ot;Zmx-n z^y&83KgIgG^^|QAc&rm2iD)JA8D;KmB~o0YB=*NODe<*_-FdgmL<{WoqcWsd)6rv# z6upvqePFtR+=}8uSKdk?m#O(ml9U#apdfjRtJeoC@}2n(OsC?Z_aW)$rMvyw_#&Gu zwURQ@F7Q$6I1xmRDsH{0ha)8}%wUiAV8SrG^X0zfUO&8ofrA+8x=OZw`nk@i#3DoIb;?u-QN7&ZyYQ7-#4iy)X(~1AnV= zU77mC< ztmbJ=3M2KMD<^3#LN)_+I_*G5hJ&};>nFvFvKz`{j<*U&dWor%DarzyaSm8D`8}^L zUi9tD>}_7H*(ov-{A2iqbCVKumSHun15Xy}h3Y4f=^ZUBxe45(8P-ZfGtM?vYFmBNqOMEUDE9Sk*$KD-URXc&{uOJ(vw@qRjJ7&aUf^C%@OYq}D>NI+s4 zX!nZSgjWW`W2Wy7ie1oq17>)9F`%E9G8TE0u~OOHGAV&4iN+{kV%~UdB@YtgeHv}J zU97Z(;qe8HrI25QNEi{*fOEChNK8HXI_4+j>J&L7N!z;>b~@GUjE5w3*ZJW?CwAE5 zcu`O0^~TE9_$kRcKLJ;#S`@kX42|P_w-AMcM(tHT9ic_v{HYjDdknJ!ty(#pzyUf@MAVq zQoHCe%XCcxHXRhsbiRm^p9+Gx}NBC{^}#0$CbE(`VPK%Ayi65>w(=k6@@B5 z@Fk{M1_5_z3qxGRmv&KvBJbI9Q< z1IJhUd6r~2!zz)emlAG`xPcqSal?!vOU7y?wFmrAIQZhXZxJ*4)`mIWrNFDTqY!+p z<}p#Iv2N4qWWqPKdsjR%)7aXbx=Z1l!6R2;m}y(5tWluSqmG}m$mLtt3zpmcxSADA zy4~{1Z;=4>kts_J2E|q=qj>8D_9(mu4skjz!OnxXCIV9@#u?H&;q~RiSKSQznZeZB zl?cOAw=OTIaiN8!g_JaCIimK9%}z_SFfUGZ>Y-cwB>~Dra?o%%)>I{$KIX8G9_l=` zzfQk;vol~n2jr&#uT{qTQN*h&FzhE*x;>aA-pHm%9 zKlDDSA!06pa21meOV~b*`*?CtnHVxJ<=!`M`5|4dXZk zIA5xWl3u_#Rw%kl{K#g_+DfAI+*7~`PUVVguX~9EV!7BWECasFO?(E27$V*o{7Ew@ zWb497VlRc>Ij4L=l1}2o2;}8@VlVxU_BtOt{fJNWL{GIl!w#(no*U-l?bm+2iO#DN zb(-_U1*`&PpvOqZEY6CoHP;!)bmF?v=8j@JonkwWFGjp0T%OeM+kK5NYCC&Ox=h7m z27HuQHa|-70Z?#f5AW2@A0;lKUY(=$r95U#9K)Ews8`3<5oSb=h3ALNVP5*g_NCn} z?L34RI!M|S4ljnEqS}U}L}sUztm0E}00Ub^OJ%?{7bKs&)oCesj-RlH-S7*6r$$A& zTB_=;u+fjty6TCs z$BTdwra^%nH^pyiM@d8_Vq66Eg_bXD4#)Sj3HKPb5?_e1W&dv_k6~PPhg)}i8bnKD zGA`a$QkU_@9cEvTGlvIXu8oc_=P{;&2jAB4IlWe*yfvEAd8ruF72i2-aJzw6Y7=M6 z1>fFrnmm5Eu7Bxvzm%2aC?vhf3VT3f!wC_n6{fCg=S*0~LM3;gzh21Yuwrxs=27w{ z%7oRHI%Zwr&D(~L0yFKMup%6GJYnHudM6m@K2`YnIKvDtkYqH*XU89QM)x{No?D>; zmr=08v{LhGJ%^bc-bgOQmlM2|mjg_Mm$}qA8dktJj!$(qDYYY5d8|Y>Vn?sIAUUcQUU*oE!vQOF^%}{k-fI!yZGdJ68)fN5@(H8^O8UYFFG81^P;6p*eAx zxKXJtYm~RSoX0Dv?#u!SSXAA(VQiMx5L|MZbtNUZt_4+B!$EOLcwGZR6ECHZH>jXr z1$ThME@SgtZCXf4TBsFdk)j(^BkIOe^lcM!o>n9BDS_PIsu5k5UT4joMpy14Vx%A0 z=!|o;h9Hr~hi9~Yih>&ry4<`2F>eL6!6w^QjN%JIm39Lin3z_h%x*mwPljhllMAvISHoc zNnK<(F!zTX3zw~y>|bpmcT(*H2Ox#-xg#)dEz}tvGvEoDY;|g(S{QqSzo>OZQShgQ zl-2f5f#VIp`wt*u)dLhQh-gVS;Si_Wt7qZgMgicX+2j)VnsG(j+ z)_Vt-fg+gk@L*hM($u2M6)z>RPG>)m2W}Y;r#0_%I{h$Zh9_Y&oq6pLxhi+V0`L#2 zw>n?F2=jh3ejY!&F2U59?O=E`+8iFcvPN6W0Ec1Pgy*izWa5VDl{Rp==dgu%`)#J0 z8B8zO3FamuEA93#M=%(r3{RZp3kG(Ul5kslj5QZgn48F9kLfjFr(-g$MDrC{1m||O z0wpC&FL{iFT^1s38bb(YC+Z9vhPXEPpys;JrnY&c)dG{C;uMRujlkt%Ow@RW2Vb2y z|Jg&mxld)7D=>CWGd!0oEa{}PmsAF|r8wG30Vo+H1*S4pfg^KG9W9kWCojdK+$zle z6R#J%BxjXFCo3s1MlSDMD5P+QA=w)IbxD3{)GkH^D$}-g9o0R~5zLmXu%wFRq|VkS zY0zjmEAYgRl9z@6mh%`_nRw_`oJN`^ZEcsS@YF~+Ov4Q`O&2Mnur>C6&}5@JP1V^C zED{mt?UMV&R%g^nEd^OTyw0MY{AfucT0(!lDanMX#>w#Y()hwlT`OUerIzAYaeW!G z4v&nJ)i~JM=FpXvFWN)pptEMd*R-idG_K6OEwy^llHnOXNTLOQSwtD*q}S@8vShv(_zS*>ZQ#M|JN)+C#P9nKUSgsq~rjg-Z1QQ{mme6tI`L^<{B zX6ZcXF&Vhc#@?Aq3hUX{3K_g8Zna$K83Se&JfSjw3G>m$ z)4vIY2|h<8c&e&Nb1rv~c;L4uHGeVQ8uC%$!k->0={#A4S!}4N=~0drMSWgK<37jU z9+OftcvXqprKUo;UbQWb)94w`LhN0|VZg=p76)exzBtYq4-M+$EsLjKQX^_6$9Ybk z!_{YdV%7Cephu*hL%L`}>M)0%3>&3e>!DF>=~CNpg!6@@MmuU4XRREgF|>;>wbxZJ zOcwz&we(>ns-`if+d`Z~>Lc5~13gL#dyHv`+-tTewA3bG_YPyb&f=(Hw6s?`hP0K) z1=T&=1wKja9X?4ln!FJ;>`I(On&A|t$?LF8ii}9!rP!;(=Taf2yTIJh{UOKO`4H1e zRno|T3tlN(pBiB~>o5d|ULLcAVtj~k+hldUOHO4Fn#pl*nzO_yGP>|eTyYw8i@>a} zy-hg&6vt+ki$A@^c_^GS++#*9W0^-bUkdvPeh1YV-RY0O>?~VjoX#fbRCI6XxcCti zYY7w+tt2uYN68Ci6g4>MfY!~h;sX!dtD)3N51>$(kFvCUHBD!*6yjq|RCnd2~ zX?V`0u4^k1It3zzA@LOa9Q9f97i-tz7{uD0esJfWjkgbV)$ebwH?}~)xBbqG>gz_* zwI%;3(cAIeQnxc+^X03g=~Q5(^V)hu*)M`oUE~V*CdEpfPL&ibS?Izbh2U|!5X?uE z8wj=enaSQ3y4)X@#T+{IFmY0P6WQA^z4r<0J3QQmyx=jljjr`PW)zf~rgYq62JbvF zp3+`|>rA#@h`qkGVXPJC*JmO4%HB%`!we2E@G^f!-o4LJUf4Et8f4(B7sj(MVwk5N z>zp~hIO)k%ZgVNuw$4{Wa&GVn>N2W(BOEuJ$#9Uvl5e@qKh9h z*Lk7S`3X2WS>(994(216Njpj{myOdAOLKv79V@IB5(lnU35boA#$CfOh1(@o5!_?A zZ`>Vcj)EH=xysOp8YX9jb~cPOBS%>vSmDK#I7&6)z~wyV_=Zr!z&oVjFl}qQs58N; z&};^ao@L9XBuzSOrQt;upAL)Jvce3VG`*&Kv0R8z!wK^EA?d|=!_>M{SJbk7@@8iQ zl)><>HskwWG<&TTvD`6>uN~gijsfy34b)?XCoHMC({jg5$Z?NR_&PVRU#+XRm?Bz0 zoF*`>AjAGL#^wMgMKW-J0~420a(M3ziQB}xzzSdH(x`3TE@u}Lob@0gFXMT9@8VKq zcKG(6jqr8^Pu;p5k;)i2h?#hBLzN|UW~t4)ivG3PqrC3)9zb|NNN*{k`eF;WIV?hEa( zQ>r7wJw3v2YvXA3o$V4w3D+=STz)-HQgOVfN9jKnau_4Q6E%&FdrXbDX+6Vq#}hTY zm2%t#v#mo+qF(qyh2ZKjVsCMU-fh6v^lIk^n>sSNYv z?aoN$!(ei0CM!hd+GM$AlJk|^DdlC*$jmhH$h^{&?dNKjt6F*(rQNmxw-z zE|F0ixZXk60`qN6)GM`pRwCCH9R)oVF0l9a669?zywVbe_KK2~H=GigHjK}H1@%&|b$^$WY_b%)?XUn3?k&CP-dI?;P*oO$ zW_sUS`>Yohox)>!p{g8P8^&qCWWXgw?OxJX{B=OzMQI|NQDx7!jZQi(P2}lD4oMRk z8@HrU_ukS2uRYdzb+S$m&xM1_)B@9tZO$~KS}@Ekkah0Or{ZP>B0Vb*=}F(4deIzb zUX%j6Yu|Y(B^>4`h-f1G!d+fVBYo#$Gg?JxRdn3_EA%VT7@BP9awkcaM@?SwC`s)AiH< z=da({jE`;bQZ|jkj;+=R1y`$>j9P)=c1*|j-?S1_to7Nntu&1%jJGyNf!?6zFG4FR z1%_Fs;wnTBmqRZcB&pQJiL5|I?}e4@8neu5xjK%L!-_gI3OT7JkaESG zbcN~7=~8IQbR6JVZFqc+*4G*yPyR`T6V|{HPHAz+a`(mCQiid@F*DdOad=0`FsioH zf=W_t6>5b7?M$syAX!NZIUI&@I-YPC#<$f+4f{E}Ew$0qaeV`t_)K1JUW>i1Vk>Q^ z%&z!-Kd!e^EEd+QE=h4|yofM(6*Xw=?J!(WMIJbRQ`Z{H?WA}gpKx8>4$XQeeLJ2h zr-wLaL3pBEPP97d(3va>4r(di)9hngo#SUCUSe6DBr0yWNh6MLEDf%)?X1Sl zsrqmt;hb3pzElt&(st$u(N@^V7RQ@NV=$wb9H@^m#|ed@JKUUdI1+7kfSa=&QsT8+ zw=t!s%<@wbbIPx;xt>9~XwT~c zfy1uiC#lBHw3xJHk`PrQ3|>xi5!0<_m_h@FI^LO*#$yq~Tw$m)>I3-t32&P7*m@1l zD2rlz)RhZix#UaCksf#{qEf*b#~qiG;S#a-HCZ7(I$hy>z@70bp{NR{=Bi_IFy@ugRd0CDDhz`IoY{5nQh}^MSc+E)qwO7HTxUVlU{rwL-ZgiZhHoT$ zFMt@?Nqof@_LlZoD1wjHBQ4vG&x_r2KTpM`$L@xXY{ne zy>SwwzQ`>7N1h}mm?>HY+`WqEUc0Fs0R-k!(~GPH!@&G95zlM=P7g%AREVLZqemkQ z9AKo?sw5va7OIjWrG^uri;^erbY|hLd9vATmgP~sbI2o_|X8a@D_rS!pKjJ zDn+;H7`{>-=P__$IDzlE131-G#RHf(U26Z!aPp#32{lVff(s^cQG8=?Fm9NK0yLLB zCd?u$btBr0XfWX#%J3R$XWqE@UJDECf&6ettX@JfLnG4ZCmibJ!*B__dU1n2pVAy9 z!35V+bIMhPBD)Eer>i+o$(QHg=ojs-{$5@$YW4JY+djR+vYXHq*V1%WP0#o ze?@AYTa6j5#WAFnCPFl;B)Y;p8r5`&T14rkF8HT+TrIE{)B;D1F?u=S&8hG-n&CP` zG;7T3t4WF*aYc_*@Y~wjHsEsZGNu(0b-`c6O8F?Ske8Y`n+2Ix!xfrNsAK&5QCd&> zFUP|V-0F-|HgxOo(}u&1s}q6hf?mKi9e9F1b*_0xv-2QV$ZGCE!_gzlEw7TANvc@GT;?%;U{=?fh zbNpQY@u$Cj|NZmV|NGrX`Pb7e&J`2Lxb%U5!egPy_xrE-J^ z$0-diM0{>?XNT zHI?!{%|AGyr(fH<|HP_@0g8mEvG0k#rp6d!u+Ke$`XNzg9}Xt$A|UOydX0;f?`Y z>yhe4z>wS9)=TI2D7P`Dq(mFF_lWhp2delq%KZb$f4z4?&%D_2+^6Sx#yz3={#xXT zt#|(P@*%(Nu4hhdi+8OjGV?==&6FmV-ow7x2Of_FymQarWaE}sL}Iy_Y+ zJ%XKuQR7|FE%YzqQNhavCqh z1GdHIn6n+ZJs(LJngPvb4?M|nEbm?xr)eUJMI{-IH!~;P9TIr>i=N(Y=W+5u^WEwR zgWR>6L^Rg77>_Q)ZbX+yw zxOqEWSsbiI>Y67;a8AMENRT6Ac2)^dRrkje>yT8aXrA)}v-SJ9_}t4K5p_;U348ab zIRZWXQkzNbjAE;pkv!syHO$|}$VPMotsY5OfTH%?4`ddIIyO8mIpQgdci$CHE`2_! z=`J4A#PE-ZlIWP!E+kY6L=gv><39q~W(WVWvFOl7J|C$uH5~8uD9^uCMzpY@j*)*A z*u_kr-c*mA%m}gcKB%2>v(!Js+$^#px8A}6@&72|^?1Da&o7Ll`t$hwd5d(f_>aKh zVLYap9o_qd*@Iv8i{o0W9nv{X15#c}36^LoqR4n0#U=8JPZ7r{>j2^aenTGhyCx}; zog0IEpQk;dU#8i>YICw_;61vJ@*e!IE12)XLG{V<4x8~jvuhrQDUJ?gyxfM4sME|w zROH$pb-Z&waMN^}-Hp3TCS9KQ?8-Ss)#6Zh$*#dQ{Ol1JDc_9y^8_xxv{@gX8!co+| zdq5%WOgp4}BsVCXMwp4C7WH_Xov5T9HQO8-I3!#vYUMx`_Z;rrYkhWBqw{Iab~&4d z)nuFjZj?7o;4Sry^kc-B8KFCDpg_a-%ugH*BaLNJ)HF7t61zK<6+cNX95$Uj{wnZt z#cJc1H+&=e1e$#$8$_*>2k7BN;)ygGDYr!=ipp$Q-Z@`39p^nuPgR5{wCFCoU?39< zi%6T&bHmr}M!plj=gG}>A%#Y??HN`t+-k)`M-|S?SZz>B4Mk$%q#Jx3axfjQUgFE} zyydu$)y}-wO@BCLp^~^;6X?ySce2a5Gpd8hs6nFuGX3|661GGuJkkvx~?RFP{Jp4URZnVp%mGWjp z9znX4H6xM};%sGI8DJ}X$a7SSA1x7DYAN*I!g=_f)uMQ6nxkIfaU$OO{g&{9-}Fo4 zT(Rq`*?p5o5<}#zJKFCj{Vd>qPGwC?%H{V6>|73&@R9JAIGpjH((hHG=U(gPIwpMZ zm|C-}(m9^qT$it7qJn?KSQ6-{@rfGZR6337Fgzeml&5RxW0h67Z;mSDY}e@bHsmh6 z*i9Fc`iy$aCm(w=`t){tO%jPsYc72*rW+dF_!1s{}=`q{oFcM23{+_-1 zc0ZY(eYM-UB+jYA@J5XYIA_Utzj!Lx{6IN2Ixk+$#6y}1>#gHm9uP_G)dXhQxb7|Q z^MEG#Aj^WpIEoha52kF+z24FE-jggpS$H)5^&0j&dushK?Oq*q()au@=21!-E4Rkc zUAp&-R7~{v?em!*$XFP0-z>Z;p2=B<`xR=y5KEC0%1c3N;|iv`Je`znOC5YhA}(hL z8)HV3sEl$*Yvf2t0O!YRhuch`Q90=Sk)(64_1QTsx?f_l684pO2pmA(F2=feYDN)z zc{3q-Fr&=&8Td8O#RNvrIlhp*{&UJv)Nv1^oqf6EUk2ifB%iAzoTNHeFxrJ98eb>( z%U6JY&?sQJ0XrQzf|@}p{v)y^-(d(nJ8>Qdb0+W}&S8gpeYfMW%#D*7l~lKTH#Hyr zo-0`G^1SaMhZbG!(!_K;72j-DgKz)2h)G(uZF`RJhC|%ZeL3TFd|=TC5Rn^N4jA2C zvr3ONlM%n&a)z+^2f^)wU-ip_TMhk&<3-l${cY6uGy5XFd0v|!oy+XewmAk-Cd!vAjEe9Lxn8_tZo4Hlm2q`>mrhFLw01W3`rGD&ie=Ft^4#e)%fr zrS+E~Vdg`Qgm%4DfpPXJ+HA<6O&%nk*|PPF0`lmn`I*OWD)|UuIVBQ@RRJ6#C|^E@OI7N11F`IlXV37jKL zJ%ia>=8{2=FThD&Da2P2MX=9%8Ub19XY$I`z#J94r#NxyS6#tq7f!0@Lcq9mP)DS; z9vB|#V#X(+yv4JWg1ig+&NSu1Ug2ZM@E$*Re{J>5OWih4T8=lw84j~IxQAJ?+9M~` zQn=}I1NeBJ&Gj+#o6A)>CLW~{0r#k$Lt-=K)UtoTAGG9p6z?sZFyekdwhz(o{a^LV z<68~=>LGDwK*(FGoo>qMA->&)j^#^lk)FdE0s479e%)~9`J36ooXS+rx++-*?q>%| zM#ST!Yve6Q#|LZ1yL3`#>$6`hyT(ylDgXndEfv1wamWJ7W|?OEXytHREzd3K9C)}t zMRV@8ZW`#h%Ru6u)xPpoyza5IDx(pf%cdHMivfPx9POByMw0eCK*r-W!@1{=lQ+3E z+oPJAx%lwGR(Xruo8t}?csUnE7`#pW_PghAsQuD`ho*AcjqY7;Nqp-QYK};*cE{0g zJ<9S&)9Lx=kFyXxm)L2>`8@Od4JX7LJ=bI6ON&fnDEU#3yCIt&6eui`%aCJZF}FD$Ukh|@>F%BLxbgjazjLp4JCPK* z{djX8W{m*%#CAKsDt?Gsuu;EgwRk8c)lN=BoI)NZxn5=ShS@;v(Y~d`Z_oLYfDdin z8|yuu(wR&UIee6r`~Ay@4}aAY+wHM)`Y65&Vo|BOz@o)l>ZclBt3&}JE2+ug#2oNss%z62~-liqlLaHF; zE$8E=nt318rsw8Wu3+7T9aAieU>!Hj@%!lagJ1O2rg~%&iNo{lvAMwKRp{%}05Y&OCoKo#gdTPKjG&gAZa_6t1o3gsXX25p91I zZFk{1CKAzI7=P~)#=G1ZS+a}E3Q=gp2T$r9raNojXO|VuJb#?;qIndzOnQr`4?fuP z2;*i?^LXPN|8o_4J#qzOnYjJpGFChl2ck~`X1UrS_X&?PLb=b^{ZW#$bI;!(jCq`x z(WGLDM0q#E#!>AfZ~2p~C6V|OSg!_oBgRNxO~<*5GJlo>3gR*+nR9 z91vRB9=+^4_k0GpT>Fl?FaJ0J`3KX4Cv}s4VT7xWHbhZq@9TLxGupsCqYqZjizYim zvg2j9_|X=nDJ zLR%c33_nq|>$0eE!aGtVnEP5Y{oO`ijZlD}Ji&&QwlzJ`4du+VHvN!$cctcWS zy&n&`m?&~bEl?@th<(2^3Uj`AIP(KXh#WrEG$r*Sf!Vg^ zzrKDQALTb`q|bhQ{_^#UZ$3NP;x|9M`tE;!_TuOGtS`ThC;qR`ZU~@1`}T*||LeE^ z^8DqS&)&peyguB#&L3XA{Qk!uUcdS5FVBDa%XcsT{N+FY^uwz!fB5Ok*Uw*l^TYRF z{`4k(`lmN9zy9gVpZ@yic#mI)b-sM_;`<-d*Z=V9+t)vQAHV-i{_JPBFZKV#fBnO& zKR^HJ#aH>SpFjKUkFQ_;?fIJ*zkT!lkH7u-+i!n!^G?5i{`C(({pQ8rUVii9)z>ec zees7^uYdUA4e~SJzWn*kUthoYDSzg>=YM_m^m_Uwy)`@^f} z-+lMPzr6V7tM9@LpTAB&`uvBV4#|4`^$&l2_2%<0zKGv&bo-ya`u($;nlE19?U?)9 ze@$MKxBs4dp6?$q;)qp%Z|B`z$+JI(3mgq~`2K%=^YZoQFMf_U_NO2I z*H{1V>%YE;x00Xb_;$Yh_W7$H{`%&pFON|vKi%&?fA{`=|Hm(>eevbzci!jkNBr5l zKe~CpzZbsyhc|Eh_pW#U@b)d|kH^2f`{Q??<@fP#@BZrk=lcElGXBan|K`p|j34>q ze~N$oQos1)@BZ*A&&iwDFJ63=pZd4Q&-VTg&sZV<`nwm;|CV1$KK93(KT6}=m?iCT zYoOa-ar5{2ZNGf=Phb81k9Ys{b@+ImxBRJ_m%Z~tZy$M?e|zI0H?RD~2M^^xU;pLh zci((<^J>5S_SrZ8`to;8{_WYB2QPfO`@jA6Z6BWh_~VOL-+X@j;X4oBn&RDa@2wGk z^XsO_3?9GTsFDJn>)T(;oaST6E{Eo?3>ow zvpi%!yng=mcNsPQ?arynUwCucZ{JP^zn{MPDFWY%Z$8iH^5acB`SBP}-n;ApMA#9 z(x~}Z*z|4IeD>Lk?|ypm*|TR~{O4!+`QE>SZKr#Ob6 z-@MO!rJK-q{E8#kynE4zJ2!Cf7zn?Ps2Qi}^Pj%_=P%#f{OnKft#SPC|9pHQ`cg8u z+`RhZFC7Q%^^326c>T>!$3yq}MJAE2{xu%>{`;42p8f9G^Un0=Ii5@NZ@!6ohQ1N{ z^Pj)gVb5Ra*Zu3kU%&YC^OjNf>&RL!;}^X6Qv|wy`svy4e*f$@zxn!yAK!fSoB#S> z{_p?s-~RMJ|HnW6>3{zB|M3t1<-h&ofBn-x{D1%O-~RC*{{Pmlt~qTai@xu#=41Q`!}pADIOHtH!`1TN)9z~u$APgyZX zbTS$OZ}o!=U69;TTEfvmdn^(!1>e|K1i1^ zRJw%HWNlSi?ravuVex>aqVJs>M(%Y4aWO-|KflCO2{iQFh<(MPv6Abhe-jj>i-f)T z^o6Bi93!zoD)%-1Yzm-}7TDRRcbBZ>3^W292n2>4QidO9DK21DNfufT*uqvIa%z$y zlA&msP--ITPT`SP0;$M83v_%Wd%8L1K)ek2((4ggUqj@&l2oam1L9F`_V5m$+Q|Pa zY6Gg`=2H1G{rJI*Wy`pIr--6YuBK2-Z>Gy%g&J8ho56gfvf#f<(5r|_T9L5#VZ6L& zIqc|9bA+h0#wjB-7KMnzTq+*oK`_;g1itV`<8rOzyDM_?IFYf?lAludCdl{)B4yu_ zI2e8T{DwDB<{V*>EoD|l%6EEwY$>$tjRcC`#Y0LFHEV5D=bCKjU{WVwV;zvlxR_zY ziqc?TxAeM_We4Xw8{bGSavt zt9)s4IN3Z-;7H2K%=`+iZOjMlzv1mlN!>i3&X6Uy2P(&k=ceS`Q}GR_2?}W%pGW=P zab?Y7YVcu<;8nrN+z_#S0XB;vZ?i0c+C`_lK)h$FAIR#l1`^p~MB4>50^Q3uh7k3s zh!ma2t@UGET35e}#=WaL(X?nqj8H1m*c4y2#Jb(}ilrNkw&M1>te~2F3hPsru&gjeV-&5O~ak><#*SoIykIA}l7QFp}FPrcx8?cq>^issAN49Q4h9ByPt~Z(G&x_z7J3*f4%pG{q*uo716`AI@g1)42iLbh|~8 zM0r=%H}G9?c9l=XP}TF;_5MDSnDlzjdfF`L+rdoNRMj8&uBFl6nc+{*FpNpu>2wZ} zIEhbAP7V|M`ZeoleZ^uYc(vK<*RblZVeCaqKVUE2EOQ@TRhm4Mpg7rT%fp-4jnH_q z(KyeN-HwG1s_~NbbXN58rT74DoFcb`6xeOeKBg}a>XXT2=dpRz z=1h*L2cHw~sZi_gbMrR(iZ7w;hT>}y@CK^X|HdT#&(p0GyY<-BWB>S&@#ILT_Zra& z$IW2V5d(V;nwpwNhHWbY1cp6Ov>pY9d!0v)bBP+Y%!zx|_^8lgfz)>cCv~%%CEtpz z-A8h;_t^Xj+J^OqH{g2E_~ht#KRy!)z60b%w1S=;|@S!ii zc7zn~f>2Dw?pLaCN(U*^D7m4@yh#?=dcXl0zjZ_00#|8@76%J{kFC`9Wsjw4Lm!BriDh^4 zG=QbmNqk0PzVWq~*m7rdaKqX=%Tln?^4n5@e6R7d<0tW7AK#rjOyI!RH&Coy6r(?^ z1;R?kw$8dtA81#M3>ijTi*VmA5v49aP=k=J=M~?&dFJuvDV=w~{>kk!1@$;(y`1@O z_BDixV5;lno~f$JkkOgQH1JK$qEj6@(Zc-4Lye>ke@?2_RH~-YV*5Q~Q|wKW+(f|w z?$0INEI1d1D{~ooV;Q=TVeQJGs1Y*gio^FC!z0E4Zyg42Hig%F1HcF05=M0_)R_Vy5LUtZb$m{ z$mZe5Pt94|Fk!EPZdiw-KS6EH+G(3Y)7l}xPtaSV9=Klub3VohB|kkt$`gFIUhAgN z3tU@oCgmvttk;XNpDU)nXEm^NMUo{P)Yy{r8E+(~+m&J9$e&1XQBNK&)GN)>N*Vnh z%gAmdyxv4vYk1>8c(W0_UJL&|jBlT?M2!Fr)UO2^f69W?y&{?7m%DT>E+#E-of5Y^ z*Ls&MV_yQ42Ul1?`Sn|Q!b_(@4tTAq^-S3PO%{q@RMD@R9H!f|E+;d)m#B@+2`kgd+Kl-_^TV;PE$8?qbP_Pir54; vYk_}S#{zf~zr7Ex`>GoAJE1laZFBtup3I1{PkH`N3Bz3m)tU3|^c#FHR literal 0 HcmV?d00001 diff --git a/docs/performance-analysis.md b/docs/performance-analysis.md index 0f269bf1442..b0197a4f552 100644 --- a/docs/performance-analysis.md +++ b/docs/performance-analysis.md @@ -2609,3 +2609,125 @@ diff and hash verification at 0/1/10/1,000/10,000 entries and requested 1/3 work both native performance and the extra preparation/storage cost before the retention decision. The capacity metric conservatively budgets inline strings and shared template transforms; it excludes backend, status and allocator bookkeeping. It must not be substituted for native allocation profiling. + +## Abseil clock-only startup experiment on current main + +A clock-only experiment on `a721b98a306dd9021d31bbc485ae4c7c82ceba00` removes the +Linux/x86 Abseil TSC calibration cost without changing worker admission or traversal. +Both builds use `--config=clang_release`. The candidate adds these flags consistently +for target and exec compilations: + +```text +--copt=-DABSL_USE_UNSCALED_CYCLECLOCK=0 +--host_copt=-DABSL_USE_UNSCALED_CYCLECLOCK=0 +``` + +The pinned Abseil `unscaledcycleclock_config.h` explicitly supports this compile-time +override. It selects `std::chrono::steady_clock` and a constant frequency in +`CycleClock`; it does not remove synchronization. Apple already disables this +hardware clock by default. Applying the definition to only selected translation +units risks inconsistent inline clock behavior and is not an acceptable deployment. + +On the ten-vCPU Ryzen 9950X KVM Linux guest, a three-worker scan creates three threads +in both binaries. Baseline `strace` records calibration sleeps requesting 1 ms and +2 ms; neither occurs in the candidate. A remaining 10 us synchronization backoff is +not calibration. The hardware-frequency sysfs entry is absent on this guest, causing +Abseil's calibration fallback. These savings are not guaranteed on machines that can +obtain the frequency without sleeping. + +The native fork/exec/wait timer measures fresh-process wall time, excluding Python, +fixture preparation, and oracle verification. Eight tmpfs fixture shapes span 10 to +65,536 files, including broad, nested and chain trees. File listing, metadata output +and literal content matching run with CPU affinity budgets of 1, 3 and 10. Each of +72 cases has a discarded warmup per binary, nine interleaved measured samples, and +three sessions with different case orders. Results below use the median of each +session's mean fastest seven samples. Changes are medians of paired session changes; +therefore a change need not exactly equal the ratio of the displayed time medians. +All 4,320 invocations passed independent output SHA256 oracles. + +| Case | Workers | Baseline ms | Clock-only ms | Time change | +| :---------------------- | ------: | ----------: | ------------: | ----------: | +| broad8x1 / files | 3 | 3.984 | 0.860 | -78.42% | +| nested8x8x64 / files | 3 | 5.018 | 1.949 | -61.08% | +| broad128x512 / files | 3 | 17.090 | 14.003 | -17.43% | +| broad128x512 / metadata | 3 | 75.604 | 68.022 | -8.38% | +| broad128x512 / content | 3 | 56.160 | 53.048 | -5.54% | +| broad128x512 / content | 1 | 98.236 | 98.292 | -0.45% | +| broad64x1 / metadata | 1 | 0.722 | 0.744 | +2.96% | + +Across the 24 single-worker cases the median change is +0.45%, ranging from -1.22% +to +2.96%. The largest regression is consistent across sessions but only about +21 us in the displayed small metadata case. Preserve this tradeoff rather than +claiming every workload improves. The large single-worker content workload is +essentially unchanged. Median changes across cases at 3 and 10 workers are -55.12% +and -51.25%, respectively; those summaries describe this startup-heavy fixture mix, +not a general throughput speedup. + +With the override enabled, all five focused targets passed: `//xff/engine:walk_test`, +`//xff/engine:walk_parallel_test`, `//xff/engine:run_test`, `//xff/cli:rg_test`, +and `//xff/cli:content_test`. These are experiment checks, not PR readiness or full CI. + +The candidate ELF is 12,279,352 bytes versus 12,285,416 bytes for the baseline +(6,064 bytes smaller). No admission heuristic, per-directory timing, dependency +upgrade, mutex replacement, or source-code change is present in either binary. +This experiment supports the simple clock setting as the next Linux startup fix; +it does not establish an optimal pool-start policy or performance on slow storage, +bare-metal Linux, Windows, or other architectures. The isolated implementation +makes this setting explicit in `.bazelrc` for target and exec compilations; +PR #991 remains unchanged. + +Raw samples, binary hashes, build flags, output oracles, reproduction scripts and +startup traces are retained in +[`abseil-steady-clock-20261031.json.gz`](benchmarks/abseil-steady-clock-20261031.json.gz). +The probe reuses the native elapsed-time launcher and fixture setup described in +PR #991's directory-admission experiment; its script records the required paths. + +### Isolated macOS control and implementation order + +The same source commit and release settings were measured independently on an +Apple M5 Pro (18 cores, 64 GiB), macOS 26.6 arm64. Only the target and host clock +macro definitions differ. The native timer has identical diagnostic instrumentation +for both binaries; no worker-admission change is included. The protocol again uses +72 cases, three case orders, one discarded warmup per binary, nine interleaved +samples and the mean fastest seven. All 4,320 invocations passed the output oracles. + +Unlike Linux's pinned tmpfs runs, macOS uses warm APFS fixtures and worker limits +without CPU pinning. Compare the two macOS builds with each other; these numbers +are not a controlled comparison of the operating systems or their hardware. + +| macOS case | Workers | Baseline ms | Explicit clock override ms | Time change | +| :---------------------- | ------: | ----------: | -------------------------: | ----------: | +| broad8x1 / files | 3 | 4.223 | 4.215 | +0.89% | +| broad128x512 / files | 3 | 33.371 | 33.205 | -0.47% | +| broad128x512 / metadata | 3 | 129.073 | 127.606 | -0.72% | +| broad128x512 / content | 3 | 820.187 | 821.165 | +0.21% | +| broad128x512 / content | 1 | 1135.752 | 1133.272 | -0.16% | + +At one worker, the median paired change across cases is -0.02%, +with case medians ranging from -1.37% to +3.73%. + +At three workers, the median paired change across cases is +0.01%, +with case medians ranging from -1.80% to +1.78%. + +At ten workers, the median paired change across cases is +0.11%, +with case medians ranging from -1.49% to +1.11%. + +The median paired change across all macOS cases is +0.02%, consistent with +Abseil already selecting this clock on Apple platforms. This is a no-regression +control, not a measured macOS optimization. + +The build setting is independent of PR #991. First make Abseil's +steady-clock choice explicit in both target and exec builds. Then revisit worker +admission against that baseline: a threshold estimated while paying hardware-clock +calibration is not an appropriate cost model after the calibration is removed. +Do not introduce startup-time sampling, a fixed millisecond gate or another pool +policy as part of this clock-only change. Main's configuration and PR #991 have +not been changed by these local experiments. + +With the definitions in `.bazelrc` and no command-line macro overrides, the same +five focused targets pass on both macOS and Linux. Linux reuses valid cached test +results; all five macOS targets execute. Full CI remains required before merging. + +The macOS samples, binary hashes, invocation settings, output oracles and probe +source are retained in +[`abseil-steady-clock-macos-20261031.json.gz`](benchmarks/abseil-steady-clock-macos-20261031.json.gz).