From fa8213f6d70cbc27b5ca8b950ca8e5f084bc46a6 Mon Sep 17 00:00:00 2001 From: "Oddvar Lia (ST MSU GEO)" Date: Thu, 27 Aug 2026 16:12:09 +0200 Subject: [PATCH] update_docs_for_distance_localization --- .../howto/distance_localization.rst | 40 ++++++++++++++++-- .../howto/illustrating_influence_range.png | Bin 0 -> 46172 bytes 2 files changed, 36 insertions(+), 4 deletions(-) create mode 100755 docs/ert/getting_started/howto/illustrating_influence_range.png diff --git a/docs/ert/getting_started/howto/distance_localization.rst b/docs/ert/getting_started/howto/distance_localization.rst index 8845b1c9143..5437d70fe74 100644 --- a/docs/ert/getting_started/howto/distance_localization.rst +++ b/docs/ert/getting_started/howto/distance_localization.rst @@ -9,6 +9,34 @@ methods when the ensemble size is limited. For theoretical background, see :ref:`distance_based_localization`. +Briefly how it works +--------------------- + +In distance-based localization, lateral distance (not including vertical distance) +is measured by Euclidean distance by using the (x, y) coordinates of the +observations and location of field parameters. The implemented method is +based on the publication of Emerick (2016). A matrix, called RHO, +or localization matrix, has one element RHO(i,j) per pair of observation (index j) +and field parameter value (index i). If the distance between the observation +and the field parameter is 0, the RHO value, which is a scaling weight for +the Kalman Gain matrix, will be 1 and it will decrease with distance to 0 +at two times the specified radius of influence of the observation. +The scaling function with normalized distance used here is the Gaspari-Cohn correlation +function. In ERT, each observation with an associated position is associated with an +influence radius in current version. When calculating updated field parameter, +the observations that have the field parameter within its influence range +(two times the specified radius with the Gaspari-Cohn function) will contribute +to the calculation of the updated field parameter. +A figure like the one below illustrates this. +Each of the four wells have their own radius of influence. +The grid cell colored with blue is within the range of observation located +at A and C, but not within the range of B and D. The grid cell colored +with red is within the range of observation in location B, C and D and +will be influenced by those in the update. + +.. image:: illustrating_influence_range.png + + Enabling distance based localization ------------------------------------- @@ -113,7 +141,11 @@ Configuration file vs GUI -------------------------- Distance based localization can only be enabled through the configuration -file. - -For adaptive localization, the GUI provides a way to set the correlation threshold and truncation parameters. -Note that the values set in the GUI will override any values set in the configuration file. +file. The GUI analysis module dialog exposes only adaptive localization +settings. + +If distance localization is configured for a parameter type, it is used for +that type even when adaptive localization is enabled in the GUI. The GUI's +adaptive localization settings are used only for parameters whose configured +strategy is ``ADAPTIVE``; they do not replace a configured ``DISTANCE`` +strategy. diff --git a/docs/ert/getting_started/howto/illustrating_influence_range.png b/docs/ert/getting_started/howto/illustrating_influence_range.png new file mode 100755 index 0000000000000000000000000000000000000000..bb381c4b78197fd2afe37b9a44b87daa728df015 GIT binary patch literal 46172 zcmeFZ^;;EO(*{a|0)iqTt%68{bhm&=DBUVu0!nuyA{#*gDe3O+mhSG7?(RBk?~U*K zp7Rf!Up_CMOL#6^F>B_YnR{k-fP$PP_Fdw;2nYz+(o*7Y5fD(pw@7^$NZ>DFidTr> zFT~GpB}EZ(dq~&74=6?=vLXlw1;Ln?@1ehX$4W~5GXlcBCg^{Nt(NKf2na=c(&8dY z4mz7xj!Me*zjuNzG|g0}CtEbv_(#u`kAk=yD~l9epUT^+Z`1uGO(ep{vz5da$5puh z5Va5$(LnG8{Q)H#68W?HZ@x=gBYBI*Wc*xGnn;*fG-~A><*YHyxVj9P<#qWi|K=j8 z&1x*B=H#M8XCrr*xI!gy*Ksd4)ddHf4EAT$gLa?d-wz1I7)V67KX@<+BOu>?--n9v z?%(fJA|PVjelJW&=>fez^v^013Jd%@1O#ml1hm`l<1umT|NU z{~tyagu>E_xlaK_F4!Nx_*ewLKDz5wi-VgB_qr4L=qEQjjI5TT>2_S3r*%e*C3^1F zHy1)zc7uj#9oaZK$*c~(dHz|sm;ST0M%P?ylOnIwNy681D9Vx@c>HtOrJnfU-aEQ6 zW9eJNkSpFVMZ^n8MN+#?LipxKBOmujtA> z8O0^jmC(-ey`7muVO^Y2+`1#23+L;DZF~!o`(#afjb=qy-P#hWJM61{+1`7BOI*iuz~9aWUXj+$>F_Ujh@9BXH0AIqRTf3vOM>=Qu~y90Yq2Mv4X z9o|cx+fDfJ7H6c@(>o$}&iVK~gm2cIk*T`b6-Tw9$+yIYmrs{Yv?PLnynEGMr7KtT zdCuW+*}me$1Ki9u8hK3DCV{cEKO7|5FAG=BDs=cF^9`nHYRPj6C)Z5`GN;`u#;(E_ z9zY0H(9Z@Q4i#lw1Z8{Hye*5Vu@CL}gDZMv%pgypMPjvDb?)o(326iwcCUE*-~6tI zE1QjbUY6zP-FGmQ^>2DBmF2Z-y0G?oefR#DfYn}n*&VezO5gS= zJv?Xju!9#I8hRWbGu3)!a+d86n%EtaGI!||8Y|Jb`CH5XH3T}6OeW%9YwKy4{A&6U zVeeie31r88L|5Vfr%I`$>S$@BjY~8}Yt}r0GWBb6Wu35C z?H*f^UXc|!PYx3JR}fKIOJt9R%yJFP6N#ofS`#^V2{%8-K_XfWnd;Cu2=5=?x#tol zGKeHfVh`3cn*3m#r!g%w+X0!W92sr0wRA$VkeNJDu;qbVLk1O9=@@WO)5`Q=t6BWd zYLM+(nax$pgFUGz0^Eu6jOOc2wwX*@`qs;?9inP`H$pxvmrOTi#@Cw1Ju9tgy-qli z?l~W-X}vhC)FjwH`uizZ{$<$}_xSpT9EGKi@PvXtW`3?~PgE+DOBNHuV#-5}`FJgt zh50+@y7+~<9u*(fWv@~2Ku@u(_2KAx6ffJDopD_?CFvd5LixiY@JnJIuQNlgMTgH8 zO%ej@0?#ye*tT$#{rh>9U)m9IGf{b@rdm`|KSu$F`M6Q>H)TGKh^k*;{A9D{hmAOp zKM;N?6Wp-L`ls#h+c($TB{@BgTML;W9nQ(BTm}BzZ zFZ+%8)g5t%^;f9Qk4+@933b4^R5k7)M+|Xv&@i$%!QazqzJ1Whu4fsw_*6@XmUOR$vb?(8<*{Iy&jKpIg|SO47)033A8b+w{;b|N zbvU8=czk3v{ewuNXwYs7H$QB_SG}|OVDx0r!CPgovHJ>f91%_0W}>w4JSIS{9al8x ze6Lg(LP+3r-u~Y$D&ud?8SM@}+v}2AU}0Dc>KT1V9UuQ(oj-Jy1hrh;SO$vYv?7uO z=F;K8{bE$c=(y;rug0Y!8^k)qjk$hI+;4=_^f3~i0cSy+_e32PjyOy#H98#G&Ss9dy_^z!kvhJvsSw~IMKsRK^({V zL95LP0NI3q3A+e%Rig=fBoQS(~;7ZPE=AymEi&bgmBrV z`m5g~r7nO0f?sv?zW>2i_Z-8-P9WDONkFyk{*l(Zm_+382yQIh`-^LAGt#6};S2II z$fBA*wp>)+T)oI6pIn1^Bf0aU`jVyPv>u&Eli7aFmswbJ87ZDu`(AzZ0Q3T94|fB@ zKUL$#X+DW-sqcg%mT`Fcp@8>nuuV%-UEgs~?~&e$TW@J|Ut6(tp#9l}Q#rxTi-G6L zug%>`Ipno7-Z>|D%QUT(V?7@FRU%+Jh9STSf2@f=`@5F2!zjcgxD!7CP-VL*TW?34 z=L>1?Tb~?R)i`ZZ$|@R6Jt-_f|q%fKZ&-On@Hm&=ZQz`an2l8GpatC>xtrbvPxQDDQ6VF8lep`rQIEd64)q z!)|k_6LC7;)+Y6GR*`EGvWZ87blI^!r`g=kCKHY)KD07Ibsd2G;vJj*~K9cDc=*ZCseRifHx? zMZW(o?oCAid>tN}kAh5(W|^H8TIWw3qd8Q#dKROFyC=|XRz=mXb3Jhq2$BxVynK?s zw4Jq?sXw9JX9tYtJ+{__vM7xqMuMUFnx$Lw$9t`q<=AFE|Fgi>q`QE@`KCRO&KU08 zOSZQ)bafbA+qD|NDH0GCa}?ccA))Fwne4bCG+XThulX%Hv@6XS#X87E9J%+_^U~&D zVp`04=DjfF=KfTjZAytyK2t5ov|78}z53|I6pjkSd7HZVCLHi=uxNu#FLh7vR zYk^vU{inYU?=vnWXQ$f|5i{(BEWf@nzyE96b%}ydTnuv}n{{at8x|zB1{v~liD8ty z|M>Y%74`-&{C#!oOAff+Z+R@~8ZQ7tHMY|3*lVo%iyoCdds7{K0rwFP)ldxWb!+BN z1-EP8#wJKKph;^Huelx1NW+$#{~JVtMv?qFB-m^&?^YYo8E!;LxTxBr7ktY|SA zjh~N@Eej>GZ9&b(cqsHP0}{F=PV2O4=5g1~Yndh?R;dr>+D~GmANx$OurLyoy{~x) z*YTGa(j9;HnTypeXJie6$qfw5Q=8KTXl(9}eL5L##|$gZj@K|>?fHCH$K?B;_0P|s z*Wrj?;>=!N(B7}WzNCPkL}Lz$lbfW_*BS(2@m36>=}v#r`*u&F+5v*)NQRVCq4eeGoh^3bsz&T7JH%gCkO?fZ)Mq23rgO!r6o-#luLz78pGa(76GV%oD)t3cd5CHvmv2^m%OFoBA z(YqEn7&NMb3AlELCm;vO5y$2e39NTGm(n}d$vS)PgnbWLEd4#B{FC?hPb=VBtc0U^ zZM$cmu!T6kIAPD>Np_X|uVNo6a@Z#Sc0CS396_hM-8A+H2Pcq%A@r(6bQR<<4D(l9OPaj*d>~DFDKZ zome3eGrM9p`voM;>*}m>ZU>Lj4I6; zF8}own{;1jCPr`KCd^$?d0J&vy_q6tFVGVbn>T5y=hZapcu z%#s!h^ui8ZeXtYM1Wah4nS=|gb|i#0ZqWt@?oOwPv}(}vMuU^j5a+3)G|y;TF$ax! zrq1{y4HMiz>=yx&sxPzWLbH{^(RPdA*o_;<%Vq3^S)nF;BG?Y|%h$m{ztNAwIZqU9-Dx$GBzC&2LeVE_URzH{ev-fx@U5UUtG!F_ z;LP2M88}igsN*&9gAC11{y1e2dga_e>;(rA+|jl)Ub5SR(U)J}ors@ywLW(_vUec) z>ecFkA8v4VQorXyETiD8Q(ob2a!P|H-L=*RTVwcl?cmu##WE&YRIq(JI$w6X(XPf;4B_u29LJ4_4{@b7F9tyHov25AVrL`-_DWsTGmJ6g0bDC4{|Lo^|#BRIC zBK6_j`{%L0ANypEe0o4MD#8YrOeR%HdFTRa@7yp{HV-fI((EbI&Hj`GrHv$+jVIeJhjWNNh{p?=6{fzHpMIPvFJXk}(1`n@>QVP#h z6eu>&WCTDO+`#~zZXd?os}`Lo@>XAHtxXY_I9p71<73`1UyqQd^$EBRYxuOo(So@`hj!r z=)F7dBbJj&Ck7HbB81GB}%Q6j2>IdMdoyp9fIdm0D@ zNVkO?p2r;@-lpjWD1V~jf&+Vxl4y|<8iBiOB(UH4>X9t0#BF+U{|nAT<~BG4esHhK;*sX&;Z=X z2!_wyjlY&|-<)Lnh$kGZh;Sl&L8cK^_`~GVq#>fvyKVC7g;b(*Au~)= zC8cQ}cP(UA0ISyCD(HHvAb9^VKQk0j>aDtuf`Nh-sRAJM&MB+Ja~05PLUu7Zzh0T9 zAFbr$*7?OdcnxJ{JmY%|dXZG)*!mw4i>B*rg}eRP6Ft~tIvY#FxizNw{)L^?aUOu+ ztJdV$4=}=hGTxwB>dGMF)GD>NP6H9loZ+#1c$fKuM2xpBq6NnXm^cGaI)R|2HBx4V zgOJ4^af0yRI^FMF<-qm~Qy^lH*i%8e;F3@7Bo+PKsk~HWxpV!biiA*y!sTie3O+)( zAMO*0$~u9RMRju-7~;Wp#QwZI`mHncwsasR7xpTp40ms(b;hFQ;1wsR$8UB9cPr6K z9!GwR7YKDDwgvAiU2*Qf85!a+WT~rBMdRA%#j$?Bjq&x)YmVeaXjR?H0N1(Rc8 z z8~P7>D?Vobd|6hxUX-_J7rgnJ*e086733( zkw71q^R!9_#EdTS^&J9FkV~wg@AK&3{^8iaudo5X@{kCiGVdWYNfUO~jf9dR&-@@V zsJJ$rczuBVoUF!x-GTCFq%8|M^cYHyWK65sE-Rs43(L>eU~afCtl9kyAt$rGp+LIXd(SlxLC+k@t*()12{0P&)7) z4&McctW3g%)4x5Io>99lNt{Rg9X{$|#H`-FCu*nsLY538jvl(k@3fs?6xA_?E4xsl zPhFwv_63FQXQ?5CSh+GLKfofuDS~XFbw3ZEab{^}WBy!yp|;3kxl?G?$|dgQJs;)= zu=jM_82MDK@OJch9BK(B9H&wLtb}9L-dm9^LJ>94@2rC+?rjYPj@eHBdHx$ShbUU^ zsIAXnC)uQ9@Xji8AsD(PTkz-pQglESUMh+jmyS~NddXpaV2_*lla)CQP`3p$cj#iPNTOWuBNR}*n5WA)rASECbF3l=$s0@7d z);sPkD+D4IQmc&t!DA1_K(*&?3J5pmV@IVf{$Kl!pYk z5Gsg8tU%TREaiTSZ}yG5Y@bH~7L+0a4b!i$*D;(p~%l8!}it7Id>jSU2x5zv%mFf)f|==hyxgn)J6E znPfe7ABB`cbkC{_rgnc(M)=M0ZC|Z-as5I2?L%q_;>OL*DKUL z#io>`Q0np#m9OiU_D$PCXwuoI*)foQTu~0ET`$Kyy>s(4DCn(-c6-9GIo~$? zOp275ln+mA0i`h@T-zQ0e$DR|u-0fL9=FbE-py$=nL3HdfH3zb+1N+rcQHkS+L>Qi z)@535{p|IPf_tua8?WQG{_HhE>jQF>F$#>My3-)0gdT}+!38XnW`NoBqNZ0nD^(eJ z9-~=V4VbwF&mJ7vJ|`^0k!_4UnB1MK9DP}vm)y8v9U(Cn*efc=t+BVX9o8+JN6@^+0>o#4WM3)P*F7i(3xFE!Ne$ zY|dg0o;mL$XZ+=i`jf#rzboH*X5~{3{rWsTg>LDY5hm|HfdoUjcZ2K{J1=HK@T#L) zfSlJsh`78X&|BPkq>48m9?wC_oISm*GI*aLe9gjCCRG}FKK*iR735P;pG5?GR#H0$ zNYO#Cy)>9m`tNcTVI`!@;wcvcf}U2QvW&;TJ9WP#B(}7=EWGM<#<4WphG29aGMRo! z5C97TW{h3xgOv$4S<+)4)8dnvH5i1)Z)x|z6WD0K8c(ISgs(498t)7Ps=pP}0^P39 z!F%Blm>+~tCz|7AJ$4a~@B@(ipzPyfBTCXRbHZYfdW@lBCm8Bi#mo9@EFvfR{W~Ai zb%F!(9XiWd8kmc3%ysDsR~VvZlAU$RL*6x zx3SPAA%s03nT86eVP}8``0si)O(IHe5&tTOC`0cAwEsZ1N9a z$3eBMy^#yPfHU8J^oAY|yXJ()7%V%B;uk2U!%32={o7#`ma|oOl@DD&pxcUR$s`!4diAHBK}<(~H4r9tkB=`OZlq4>08(_Q4=$wAs(P8aMPOEd^c)5?q1p z9-Xe6@grr^YifiKPPyhjdQ=x*H>Cl9!@4@3t;Zi2XPp^mrB!wQQ&(?lk3ixsdBn2g z%><~Z7(YrkFd2iF0Tr)?CEPcH&rEL#+O2_U`+x;s-`|}kiNafsCm*@7r{D8`Zu#Mc zo7Kh_$u*;Qb0B^?9hALRM9QtRx*Al7vOAM%aceHWJgtf~>_irzYtJ`ZI_X@LoM{a} zk()+B79Kw3Yp-ka@#ySgpTq|saV)!E8(jzXT-CPK*HZ|%{1O!!;sy~_t<|S<26U*( z|2F^n!jf5cPCsKd%RW@r;xX8XgRIK9OPCvN`oYK}ssbpBJph2KlA$jc&HyB*-?@cl z8ENf>xeOdj4O#^~otkxdypxpDVl{VrVbcO3IPF~But!qu%Gio&R#t_LJ?Hm>4nrQD5Df3XcWfFMc9ZkpqV8WaoCi@UR{>OHyk>`m3Z@?n;_p2H+Tw`}?21%J; z7kzes5`FpUZnu{R1mRaJCMe<-zm0EUV2F{pI8O2Nz4CEO-#cBko?+*6h7gipGR6J} zjU6mTrVd8&{Lyv`YJcUw-kGYj(s+Rj>27|{geJ{zofZU>7caC}=L=x4+ie0`{;` z#ONl%Xf-r`lP~gMQ1ita4Bk9V3N&1?;346=DuzS$S;xLI7E@S54cA&dbSm@`PLdKz#jR7HsJ`N>ouiJgX@U>XAeOl-?&z!ML z#8fC@koQx-kLrurVpHNdJn|Z2!gx1XR_!wVQ^c^>ZK2nFM(oD(zSCU2=tLRw@OmC% z5&Cx~vS8@TF!Ld}%$-73(5$pVgkZ-9*0%|DMGF< zJeNRdx)UnkXR~+`WD^QvkT*Hx$S+~>?if?`kG8!=;5Uku;~B>Wi(G*?=v8|@Y}E7F zL$2N=`r{}fA-jv?ok)C~xxCpsi2k&p^889cuk_4;sufdaS}1W3O>(2@`p}F9FE{q} zX*KP#m3rHJA?~bf7LU&9@V>;_Gxx|U`cfYQCx4@hT6knUCC&*4cTh zYP$X7%*Xwkp5Gto5QBUw2BHO1$8?oo#3WeF!kiE#KZxW(;g{HJ0~*iP3e5AaNAkp# zP2~X14!ys%0v4JSfjkT(KY6jQjdQU0vuCFgbfv4!}bIpDKUZ`OEs(031_sN$YQsx-*uZbyXpT|FK7p#-{cZwcU zeUuA2o-W+Riz*kx#ysTQ9y6aR;CV`$%*|ZM&3wL6=Lm4)XJ&p>t~hwRzF##79NK41 zYHsXL>u6cQSC!ziiVvEfnoG;y1^`tjXfaHPwa{=LT zD^v69HZC`+PY5(U!793zJY?d z`%>Rb+?7^P>hmPp%$hno^HQx0!w{{B-%+zae`%CF1&7z)em2n*UNe&7|LuZL5d=uu zl_hbdctd^^5_t_~Ad8Wc7UYonV4`{lX74tNp=YI#)2Rn%ZRv)$5ZQ@^eh{vNl8^oBbHuYfhiYf8 z%X&{=F?;cynJXL)j)UylT{Bj}QI{o$-Q$vC9FDcC&Wt#&=3j+EuG<;f3y|*dD$x^y zmU~6%d~`L*L8QzM5*G1meEo=*TH_klADem>zgowQL%HS?yrQ|ON+HscI<=awszG+s=TTF7i9W`tGscMTGeLHoBzYRmJO zVL&y_1Jp{bdFd<_KWaP3w&vmyzB1MoAt^i3DiC=v{lgWGyfr6s(Y^HJJp7L5uLU_W z3I2;=vW$T>Lf5P(+f|n8E?XrTim9(3-7u|6_rqdC5Y8KOWls2Ct;KP?B-q)HAX~y7 zoBK_Au{P5<#=2=lp0kOtI}}-GQTbhZaFhTX%Co3BWh-Ni<9^}Q0FY6I?L0OOo7InS zjcTjUbs`U9OLM9(^Zj8i$F%J5X%N|eun*w$&n@@g`ya9kF*T$ax!(1AC}pSyZ<#;8 z8*X7aQ);07@~xDzVF~})8Ne2Y~=N(vYRqag{D_QfQDtWq@@ET*q}^QcnnxY>0zOGe7WGrReh7^zPJ3rvUaZNHlm>Av*K@6kj!-vcypf#H>IW$;Y@J`f} zQq+qHxFi%_8ozXs^)ZjOQ8_xkip}6=F^?{E&ZiTkPlIirO3}6gGA-`6|L->t89%6F zcG|Z;jVn=?S@#0b!GmHym6R>#n@{TiwF;YO@`ZP*56QaG*^D7{I|H_6+&W*{a8jqU zauLW)r;U6agZ2sy=KqAs%UZNQe;*w>?TxP)AqCSxi#5w-(9<(6@jqLBusT|HNC2%; zj0D{3g)8p<>I()NO?>uDX+j1?epHb+$@ZQ&l`0eYQc>xHHpABI$+EN1j6^oJA|}(-LY7x!cG&`v7XOLBmDk}8 zv`awk7E%ln(#{N`wrjaH7_16iOlE6~zgzTy$_0-Ov`@z_HK)Cji(^7{q{j9lG<#ns zWVi$*=2fGA69ONBE%&cu*_nrzYVmlUzt=1}(FhWGKxk>7!Uj#Eubsj+=8)P6_Z!~C z{tIPLSd>~|9bxkzj5o2GfB=Kn-~Qnd8SR>H{8N%l`4 zp&xKg7Qni%UotYXbN4f0-~6ErfX4W+*R1qM2b`#;Iz0vH@SWQzTz&beHH^7tB*4g7 z0+}rc;o_ErqX!A9-FZq9o;$2|*0hjC17SKjP{GAnKDW8P=+jnA zukx3I+?jZ{2=O4S)@V0_%bl1JSEF-zAq3>GDs{diwbah~AQj7WKWb`NzMNKOXX5*`<%30&@f1s6YDEHD2s4`$?-8~}z zvtOvDI^frpDw%_T{0u%Wr7cT3C5{dfD34{e+6_?8Vy+zbXDWp#&K9gVB&>-(+tLZV zsI+?|`^GWHq?o8A(_Dl*#e5@SP`!96UU_Qrx8e6c`CpBp0#weN9tZ|GN}ZdGAYUf# z?fpLR4#B(Yp!-ofBWHjPB!Y|&fZ{fB?33D(sTIo+`qjMGI2lOLze;9$*8UK9)nvA4 zzr@loMvT^F%bD58ude+nWuSYIGJvEIX$?v~XLKTUpCpfz*>xC6;@=WE+Laef;H5!- z2Xw2Hz`9QT8qdQW_cmx5p>Wc1<7F@K=$vj@2kBF>c%b(ZX(!m^@LowWTf6aBI-y8O zyf-xA6y0Cw!_?3umnzRWwrj)<$b2Uut&eq+x*jY3I}x~dQfHrpq_5YxMWfDfWW$1!SP85xZogh z5P*}WiccEel}Ee29aDa>Ar;YTXlc=+-y0V0%Oe6hUH75{SO$zcfSBHrSA)B9Pg*en zdD>^=X>|#D>=Npq*0Z}RpTz8p>BmKy>~*}(4&;nVglJ_XlBIu+W{%vCe!%!BMw1XC z+pot~{CtcuV0h&h+vZqF6l~b-~SwjzvdMKcDA0HECnI_L~piKlr-^= zCCX?HBW3=xat^x{sKZKg#DZCq&S*;xRN%h7``XeL3$ zJ=~OCVyQHFU@;nFqc?n$FH*5DG_+RenXCJ2x6f~z_cqUqs1M_cW!2F%bK5%df*ZZ1 zpIXZ+hKfAEBYq331ZA}B+gMcl_}t3(KYYU)()?*qFNbCP#G@54P{W7W{HSW#TIV75 zc-Nj+Z%+`rlfQ=Bi)LVdf>9EBy_KBWQxT5!M4FXH6{#Z<9LHNJb?X(Jv9l+GaW^Nl z?${?!x388UzWzU-pS9H1ghwYf6}g)7+Cjr>6^i2WGJ$T&fcN)BSOZz;SHFMMJ^J6Twwx8T9a&^(ckGIMu3qD zIqQ}_eA=du*md=#Ggq4Ed_lz84Mdw~dF}_g>y=+u^P(t0@W1eiy3gkrg;=}HVkWod6v!$E?Jof1AgzR{G#?IxiGp=6(vr&SDu#sl=mJtChosaRB}k-vcSv1uECD%N2c z8Ys;gSW-4COZF!geFg9KHnUNBsrHZ0*S^%ii&e=YV{gPR9ht(ZVEnK$6L%xJE#c`7 zBnQxQ3M)$5&Qz9o2OH>w_ChjmY3PkPYASAP2&0Gpwj<=;_)veS45q@$2u0Tmif)Zc zA7H~Y=h(^Xxh@lBPpx+fUZ3|f)IRsnJzRJ-vFoVbQOgqE04RdkwY+$abg}y&9ejJT z8{crhKmz#9yKujm^Fvde&!M}9D~AxHm3C(lP?oX1KTMWt+j@zgQd8KMu2dB2(^v>O zEQugQ9kL$x_;=Z~^dVJ%_$3U+=yQ5NgQ9@txh8l{bR zb^WQe$u;aS;<@Dk^^c{D0stMonSu^Yk!*bCgx+?-q1%16`!M4a4qL zVL17DKZTv44SDR-xN<$(Nu{ea``Mhr_|y8g8VJB#4LM{t@%!%JC$N8%TxDtXh`YGQ z;(c*{h2*cad%M2+U|3zz^X~>$1~Q4i<1jg;5=G#x2zmHvne4j{S#B$CT~_bPE|>Z| zJgxX4R31CAvj&cHTs+5$4405U%C*aZ(xRUQp(_5T(ij9PYoP(*(aNMv*lJy;`?%np z1?@3yoZT&?70;R741X|HTXYKcf!3}N z4w1tA38-QN2$I8m( z4T8|7ynN8H!BKR`!%w+sF@~U(zDSToH!l_za2Ax(3>$y#FnyI!V#o*un{u*%=B=jb zP7ar)T#YK5LLE`33<=3lMwteuDoSERtb}J^FeED0+r{divEui+R0o1t1$RPX7FKm1!sOuNDx9gd8z@BDhx#GvrFJpbSK6dGDb6PPpT8V2K+0hi_S}- z30=X>KxBtcaY*C=wsH6^1gAxqiMB^7EJ&c3ehwOUn7QB)#5%nC5RZgbdk&gEKvt51 zh&=C*jCcvKtHjyMYWRRV_8cP6iV6Hrl(lhM|3l>~b=Dwu`pO;sds~z9jHc7FLOlw) z59`AtKr`v=WkhA}lXFaqKM925M#`2#_Bm0@iO1sLDW%UOK*5j*lm>vhlEc+?-2*zo zuv+(9lmxAjl^%1>dBwijH@lUjZlO4@EEGl|2`7zy*cjd{Uk4=8dRrKshVckT8S8JA z?Z7E*ynd$?Kez7*f+vrt+?HoGnY>EJmu3@GYz$v6f4tjy2S!d&mz<=KDh$k!pg=Rt9supBC3V1w$XBv$66Z(Yu~u zPog!o7vslf%W_`)q|3-_AiWn8F|`=qej^2SKDl<{?Pc? z@``pcb3VGjoZo}_X3{8#@U_ViUzy=)Zm{jqYzb2ZZ|0s?#?FoX*Xt%+(Lf4IOc0CP zq)YtIfk0MbwwvlqGXb4Y^uDvU5>+ z*Em=kswTWKShm!V`876iMUBoI%Dwx^&gz0@JyaHQ;e0Zni}Y9@Ew%aHHg0wp4& z#)7j>91u3=o1g9PQpRm7HWx3=5xs8vGUxEVJ#`qI?b(nx$T9tyR0fC?Tb@Q_MKNtB z3FT^P<|?I)isz@iQ`CH6A*Bp=oT{Lpz2-O|n>8z4rD|xrO~8OEcB=LC>s!EV^fHFX z2mR*=T9;zz_7y&T-#o3b{HPp@xbf+b`?~u)Kem zS#L0PZuPBL4h@7VWpI+zw-3Kzw~yO6S5rOjeCz{?tlpA~e-{;#oZ!)EI+`68Q66Fw z;NwK@OVB?-NcGpOgpqHpR2!47apZIJXO65P> z-vd3}<4(CCe}Lwjhy3a~*JZsrHrpo>JqHgew@dqRP!oO|AXfJc$^+8pR_CKYM+>}S zpM};K@(VO^Uf8g9HkZs#yf6D@LCTEMY@ULT-nzMq=(6}Ky#FD-YR(_bdaEwL9{1!1 zzn@Hy!FgozHnY=jo8OxXjlgeU&9N|hohdQk;_Z*Dq*Z?}h2AF~4Mbpknd5$(X5*fy za5f<}35IUwQr}J{+1m?Y$qV7u@NA-k@r3W)#ee61kqLU7*lxXuN_=sTx_{NH)X>D) z)S(oI??Lvus#l=qTPzrlnzqvZX)(>+f4$C(>`DQ5T^)sm2pQvD{4Y=O=WE>Q|*WHa_9cBAv(V8FRR~4gGQEsz)4vFTB(z?`Aai9khW z4;x8l!~$spBy{H15JBWr+su7Vdd+I%(7a*YBm0M;+wq#aU`J5u6Qn!Un#-U2gt>e)29uX$+ zJ9C%EC`q(*bpo-^2#T$t=D&%lxHjAen=~@7){qB}`XbeaWNR|w>!`=$p8*JHdY~~{ zsRh~?4efWcI`~M3O^(3`vR~P_D<*(_W>X}&WT{7;>=amTt-qo7Y(la65bJnz;MsdJ z0HziDK5-mg_b5$7a%QRSqrn;9!2^BusSs)4pId%@Orp3eDi8?YX~^Hmipox;X+Fnt znzg&<_ku6AXSDI*y(8OJ2~aWO)_E;<57Mnp@k?IIh(o+{y{wc5|00g#U4MxFNWF9P zUlY@bRCqJ}Y@Ho|vBJ&DNzPuG_<)Niv$i*3-jhNcIxH|N6mV^=X0`J3E^<**!hz=n zN7kFKnYX?Cnv8iLHVV?5ZbIUl=?C3{_*yXyF5W`>r~VUgbRhkjzR?hvYH2AZVR-%R!=W;;;fV<5A>0>^i44ydJAI=>mZumTxH!yVNsv}(T1MA z$ceUW{2sFHN5G|R;)xoYJm}V5-=AY7Wv0>>@B8kpcTj;i<;204%X{}k$gE|3&@mjX zbdSahmVJRqxrm7? zx51SO)yLg&vW7h`cLz!+ITc4z4-fh^^q$DlroY_~q}P{60Z~fX5*nwiArTd8IeQG) zv#PuhP$4Erq5W!`rr(Gk^f?c==P`oNRsM;r8l7_o@ z3Q8i`ZFKd;4d_}ivs^|8;J1mHCN*N02#f1VB10YC0QHE{*?L%A<`)c z(5>)J&1=qiRI7I3Yen=wQln=h?Fy~}n%9r(#XAJLMTaf_HfU*7H2tzI_F3@dp~#7U zjNZE3>vr&)!2^`_qM0I%#YL3OOy;KXCwpeoQ?7W{U=6z;8Um1bxh5gqs-}9c%CM*J zZ#}AbQ9TDDbPVSS{ha#+t)-XeQnsnngN(HYM| z{$#MN{Mu34$Vp~IZ>7YZD}I>-4@50!(y>V{jwj5K-Jw+6-vB-fn~x)Y;Rx3ky45^p zJpfJ{AYY%N1u|K`Nji zI-^qv%9rQf>d>&_C#qFbg$)3a0;bXttbT5>b+zlxS0!k;4{3TUw}Z%_Ow`$W6*R%Zr1>bab&7qvpLymg%D=K z1a#IN8nMSNvL*hD9)5w=xPq+wUCR7>pgqf|Oebi5DzA%CofXs#rAbUW8(6tllJH5H zlSf|WZ{$5NO$23&zVWYRGyXaRLb`e*N#f7tvnao}W*j)BY+fXVep@OpC+VWa~~1ZXMO z(lUl_&F(RNqzdKzX+?5OD+rw|75N$8`WmPTuh=XORH(Dnf?s&D%U5>}xXh~6UeR>Z z`}Oazz%+Pe#m(H~s=HwRi8M-D;Rom|XM;i|Dy`7(kxe3fLXn$IuATmHZ#^qxgrbeS z*VDf2KjQsz);e%{kMDFI=B|xNBq>RA8JMe#;`iz8rXac;+WWihm)&exre1eP@=31! z&t~iJ5j!vi75-r8H|P{ryKiISG?|CBFjZH~dHb39Lu=6;2PFWd0ILRl7r;j;w>g16e8Y~~e9-<={^aKKXr@W3 zTnxO11wMCxEUIKt2AQarQUv?f3$r5;cyeS1)?v0{=J7FQ^6Sb>4r|nImxJ0O6a`l2 z(zR;F!BiX$GCvq6i)2*I#Ow3|?O2K(rN8Um$jE>~0w^gf?t-?9%RJ5xS-^(y^*#zkird(l&1 zfR2$<_r(^&U98T-p3E7ywGp?8ES0hZzFx|J?ec{`KP00cs2i+j->N#e@b{--Rpu=l_vRN4s8T3YCbkSN- zNiY7gTv6kiwt&woIOsfR4%-hfyCRKT>(TN-%biE}i#O(^_-zvz*jvh}ZK}>Xw$B1hE`@=r zSM7+)0q+RD%zDX*b5#mp?GVtU(;5uVQ47r&UWacKu+{8a|GPyo8iD8VHn1hT9!wq` zwFl(^oa;Uv5X1$JIo9YOam2)WU5pHW9p=;OVkJA#MGZlYdCa{Vd3`r3Zy}-vffU;F z0fy1TV>Xt1K%@UG^%?g+!iD%x&-kV3JpxZOmcI2RK+; zbpHs(n{Afu&8;=VxF67I2-ccsPXNFbEDi>gKb)X<^d<*6ATE5a(KD|$yw~fWZi{@P z?|$Sh@s0yJndf|HEE;!7)>0P1u;7po&)|thPO4LSsj2eDda1F3i!_EuCw+}B1x#sx zIyZ+iQTuv?=!s4it5hQB@QrduBoaMs;XjComJF`@@jqLD!2?b`t81nV%+vr>ixE(? zr_OVA%hkEFe2|sJCg6l&iVqAWABTrF;UuniAIB#uGKNb0~c7~t3x%?5>YX!A=4q`NQioj27o z@NeqS$7XgLY}!NGq3TEzzNL-(7&=|3AcXwhs)Hk5rOO~0M;lEcW#-O3Nqm!;zsZ^m z@Q3|i?sHC7FJ=&H%Z^;l7~p$$>2wcDVhU3BVDlcJs12|*y6$YM#8jh5@4JA9&0jeZ zvWUk%8ilap3AB!m^p7t$1l_qCCU*C{BNkfw{(5m5fRDX^!JcWk-7kWSMu0`YKY);# zQ9x>ID`VcLd9Fz{JCU`!$V1x%)_VCDh+Cs7MlF3 zJceib`e1~K{~a=Pbj3_o)eUC5C!pXPRr1sxHU-JQfANx+9t<5DiodzriV3Z6pUK~H z#_V#l!^~j($k1pOr0FAsF*bxwU>>&tBvsh`(l!mx4#Lehy~t+*T~mMkIqf4_@bpIa z8`%lNT*+MTnj8RaL?V3XjfCy@kU{TI9Plljc2pz3yIQV|Fpd@~)efwqLn~jN?WWz* z;S)5JBbV5sU@TEX*Xk3jC4WBc_`ocey$^K90MPx*v>KtI5`s^xHx(91oi$5O*b~eB zvDWYE$bL301bIHtyy9)F8Ug$72+#4WURwXb)p#%{{5z2ABT@BwimKpQ#%-D97#f59 zMlBV&$bAN8bmFE|-F5W`w+QSAZIrd?u%YFZ;S4;31lHxMJh|A_WJDKW7a2Rh%0dR) zJgtaG1eq~m!I+>8Z{YFPE*L4DrFB5vcK1^dnqcIp<8g;hcD4T#qmAd90w&mv7DN`s zpLL7{pAlF49;Y$3ZF?PKkH4P8(Wy`&^obZACHTOFFf+s9VN+3kX%hGl z4bc3~bQ-^AhZ!WV$#Nux*orB1(d}G(HRtK=EUNd7H9$Jt-#sI6s+(`{0sRl-d13DA z3}t9%w!Nx(m5rGY_B7$6?_}@b&8pO3Jbq=3Z@GxG`p0vM)1lj`OXjKS3ub7~#m=Qr7(l z9RSyebaVuKe&zqe)py5J{lD)Y5z0(OnQfI>R+%9wG8**Ez@g`}=1SxoyPB_+sXdVZ!Om@ZNdiFB`h~tl(G@@DKy46wG(w5hHvu~h6lEXS8fTe*1 zh)W%(ekOhq3ZEYvaqU(pcGTnL;R8~_MiPZ#-M8JA>)PbyD9=!m1x1UJ)|4N(QeX$Y|TEsfMnf#WK1kT%f%uvpkj~ z`o*cB?W?()Y*Qn=w}n3oH{6RRl$JX4Us`$tEc@NuTewS0w4(Rf!!3KSOINs4+E2hK zpfFutW>eXY=(yjf+@M(!9^^CiN zu(|}5JurH*+&k^f|5G_0(x^M8{w}3Y&SQ6g#>6<2v2gfYC8h66=2p03dVhcHr&>m~ zM6=A}YjO%R_9s4nxFp2=?F?Gr@3RpV@O)EKFxV&mGSoSVkumvlJjHgX%oqB(xIHj> zksIk3BU>9N#mN3Jnh)!|L&$vdhfmk5tVy^5!jwtEoTM7NOsBJ)jwEE#ryHqXx{C95 z-Tj$w_tyz5u{LK<7F%e|Mdx;T5uq0_QYY!bCm?*%UE@=WKl*Kz!@K-%Z+5f8L&MSI zhEJPQ08)N24UQfCI@-X!0a?rYLSJ`?L}a?}GXWJue?+5A9;Ek9lLjL&!C6(ZA1=f`o*P$RMAB^Zhw z;)^E(;50<`=M)F`o~CuCJdFbg7XH2lUo}gc;f0`T6 z7gqzh_0NU5?md3I?JOSvWUL~Cmu+qZd5HoPO=!xwu894qnl%&lRVUfF{I=#*rlTj1 zf!!z-;Yn^!s%ka zZ=}yV@5C9-E{RG^@y&?6NLuuT2=gJYsV(L$eRCO9q!zP-? zeKLn~zoB*g2lIcw?>^QSt!aN=5kyExfwq$u`{|ur-0k!!Dg2iE3fT)1qot)6>{k@* z%*b;33$}_zSVtWb)3V=1klsZF*L-2#1V^)TerI#~ZEr#(9|nKKD$U=BYt0Q=9Q(Ce z>(Pj@W`1pI`@~a(`?oCBCyW1h!PxP{znKmyMf6TqwjpHao9fLYS;1_9>6h_ORO_}g z>ynU+Lc`GYU_ioGmpIV}z-+ikrCzKcC!N9ar9(GFFsa-dAEc`4<}k^!L)@udkq z?@i15sSI#d#7pwU6E^J5U#1_oX-Uw8{mul6Q+x{YiHvyRXYMwq!}bZkrEO5Z6cKnL zEQ+MCWka{8{_ryh{Q^Z8!Lp%V6B_Tdm6IzO#^G!gu?@Tcfzw!9m9>H7(X8|DX$phBQ$6Mh}BUMVO%HvHo4T*xLgrL-}b#i28%$wY1LwAXtBIv$n*qs1rhs_cMz^q z^7>jpXbdg_zr|yXv2rMnG0PPShDwtftI=%I0cZKCj0krHhH9BlYHk>yElOk1NFl4f zs%`T!rrZka?A#GPc;k~@qCQFY9a@sIr(|efqZkuYnOA+-4{m;0tIH=QO>`4vj9P=r>Vc%w{$MM?-Vv z5F8D0jTKjl-SX6L(G;-&+4*v84@h^3M^9|8w3dK>jKEv{%n^7>J+wsvQzarxpZf}I z*NXv2HDD#vg5?)fOFOQvN7r;aFAD^<1~X1~EPFL~upeXzc>u~h-y0=&flcF+4>aLS zGDq54-zPO1Yy6>zK^q)wS1ffQmkT+gqzkaN^~848AhR!_CA?Y>|67Q!!buv7U!4Es z^#WWJpWu`+%huotDNEU#Pv{2THKj~0>$fb5o6xkxqkxb-F^HkKc>3LCI1BYiq&mfQ z--N6j8%mdJ*Nh|9+6mtZmYnnx8{p-q!P|XI@ty@93cPG)4YKt921sZV+fACFdEKue z!p^M^X*h9<_T69Z%Woa1h!Wz}{0P&4txwY^S+bk`5@n9-ywuW>lRUMhi%4~ogOVVX zUzFXN&wY@w!6TD+H1fw{)qwIT(LXfE%agQ6MLAGSUX1yHTO1)bA=G_*SwN#Yg_Lje z^Pn2%R~0*Hb%uu$StA&X{^-ct7H%H17WisH5=QXV7{0}snXv&b)5@?i<)wCu@Sy~X z!lEaH+v`#l(-i;uA`9~F#QX8IN0x7GxujWRc_`Yalxfd6JR=KdJK%@P+x1o@ytIv% zK_8PZ18Ls1p=w{7+Dvw^U}??O=ypZl01{q{A2C0r$9D@M9@P=FE_=}!BnNHc?)TCa znCFp_VMN`le|Q`mVek1)3UUq;=_9JD2zSU1+HcWonh{t+6B^U}YTnkq-6Bi3Qp7bm zU!M%??j6_}AwQi9KTXQci?;q9IxiWZgmEvZj1fd(Gkw$>+NQz#@M41F{1Rm{So$a1 z07EvSu6o)+VA&E*sOCof@26j3T;s9%FIq@6j#fbUF!XC{W-l ztAO?Qw3HY@ji$jmZ2+3CX^r^R8Bq`L@JOrAfDx;%`|?9yF+=LPh8ybprjNMrehIgq zP>p#W+jfLWNR{d=6Ai8I!=}dQnN2s}UJ*ecEGUS^8qUqA5G)6%$BhCX7uM`Rd0WZ+ zCin}0zvC)Wx4Zy?_`vTN(;yn4RZMn8;Y5-i1t$|sgm=L{!X=jpNex{Dtw|$A)P6oj zeWI|1N~5I2;3Wm$=|xUjSi{c#{_GoZsgJT!^mei=Nu&HxZn=Jc!H36|+##9bfP7-$ zy%`o)My!vz*-6$Xz$>>A-zYI=lvXblw zHT8PQ_&X>3khr1%mm^&S*b__p=yu*njPT$C3ps)c#Dr^Wz9Dlbn;N39 z9oFUc1~(+J0|~`qYa^dlWcJ9Y|QhpYacvW17!3lCNws6Sg1ac^#zFu_k|u;@1t1;BgOvMCdK_~ zaKogk^IEdv7Dw5bT>Vjub1!Wsp@thBI7R#E;?LW^fTWBN(=i$i@T_c8v)j}NZPUcb zoKYXYwKIG290)$fU|2{ee(ke=nO61K3>yE1c(1g|Oc7E@Uh7&%R|J?D=*N8Z={8xnTe%2Tr zBQsN3F;-KLQceH|IeWH7KOv^}<`(LO{_dC*wwe=w)+OP9vJBXMKbkNG5FnIg5ulz3m zL(uk2s`IT?C2se~Zsi|7xV9K@!kSw9T_k^U3+#lJYY)85>Hz`A#H+r6hqP|VkL!?# z5CTo3 zG+|}IO9#v{f3#Dl(w88SaQ=%y)$M2CE1TRf(#Xt~gO%o^PS(Q#?ov0=$0Q5H$d+H^ zLi@eJti}S!Ia>O>9w;vZdBbMLt*HzAZY&#n%RP@&Wo0eo_+(@Te@fpRnVu~jO7MA0 zE`eeyQ{Q{^##fXIvIW3r`@1vuaTX&#DaA^n)Wd+jBPJ)Z^(OT^?r3;sBs^TNc|T@s zv=99DHd5xE_iE(~obMQ>%ZZ^t_G`mmO~|o%EJExk@F6L4QPRJeJu){yOB-Ek+Aq8o z5MfXHL$8uLF@P6`GzLV{y6dOc5 zLi6?pcI(HXAe>AN$JuJ2UI7bE$6X%$UJyVW3S8*o7OATn%?64JA*Yz6QLrBaq3rk9 zA9w_=b8JK(m+I`VU5Zais%jHScFH^+nakz=WW>OLlI_Bm%xM(6P)I}2{x^qHU7if+ z`RgAMk8@>lVzZI)AnPC+N9ISukBmsLu~|L{Y|}v7;(YZpi2Pfm2P47Vk7XY-@5>`thtUC2-h7%3ES$76yA3L z#@N%Z9rh*ukcuN_Fn_l(9>dVP{@!rS4ENssSHYzS*mCo7A1yxnmPdHPBLn30=3tv8 z&Fu)}jk-?DU{gD6scZ>K=WhUK&T}dBPN~LkEeN}MUP&!4p7(6EXiYRqVX>pDX1rDf z2hxL$qQwraX!b@oSa8AyNku%~?GaxvYW}H~Cj-L=xMTg{5#&Hh90e|J3)tjp1Q@spCW!DXnwk&+U65F3)ctxh_Cu#w5ec3ST#>}MWV zb_zR}EMC~@MWKgFh6>@NOHmK-#^m!)J+vo7Z@5Zn`z`%?$C z#2@t>adS;e$V`KbHrqVGMWneKt5!V8>)o!eQEBBhwdAgkyM^c0^AGdlib!_w=g(FS zL^#}K63}()+yDkt@t0L{+Boh+Na`04NeypaR)E$uQH zk-?hFlUOOb2O@K99%}u8x@>ARQ zr5`2O@g}o@ad0*2K1?X+BLEk2+Z75u_fYUD1%iY4Nn5ItdG}UGc>~Ow z3lF{&E9ERw*obVAJ&c%tY`BJQtBn)y`n0pI*%UvWQf$jpwIXmmHYTgjW zpaA8)3vI)upc&A>5&;Uz#(z!r>%M^y5o~u~rCR$9&c~uEwc#WRt_e%oeUbH@d^d&1 zs%!AMX?SKoQmD63m`u_Esf10%q15*ATqL*+AU^K5>BJ08?1v5Mex00N1_*iUeToF` zXq^H_y!XO`ehaUI+Wr>3V(2(oaG)}cyz()~R(LEGMML%4Y*vN~k(iR0q2TZ}cBH59 z;A=S0WZu{rNcV@KO>UOT&Lm56gf4h)NDYZenh_`Fl(8|pEkApAf6Fli=Z95Ijewz( zWus@wgTS~1OwYRt56Ykm&tfh(Cy2xp`W|rI8w-!N>2;;8WZ{xtbB@ns4swunHE8`A zy}_fA%KiQWp&$ek$s3FSCCAN)T>BfK(N38q?bZS2ke~tyZ@Wi}Rdl0FBO!tjkJD~6 z#5!1C&m@U|*R5T8u+?&usojk({RR2xyX5YGHx(nwbhlgf#n%Gb(eb^*iJ3}4_ZFSm zO+bAeN-s5dENe)dX2Z48CP$P?>C(TanoB80Sy6}w(sihHt(MgeTKW4A!$%)KgpbNF zLlrVvwhj07TfzEsUmG_>oPok}noqX>;A(ve`sITgrJ1#EYPEDG7va)dXx{p*@KR#) zSm2V@)u<$pRSGZz(?x|vvE9WpYvcRmoLweFtzFIm8|y#4g(L%)hhxcq!I5!;lMS+c zL-xzikJdY)pC}zrQ<=!f~V~5_xBpii4)nP2Gv2edoDLbP6X$Thx#cA9G?hDFN~KE zB5oM$z7FO`GVQQ~J|Aqh48Pj4Fnj%MRzT#Y$mEQk%C_pqveoonhDgv?#y6>c;o)?q z{MW7ZC3~9aWl2h^+uAm*;cM9lOy-S<&=@MtdzXI5jXx;CWk<$(quF_`brY;-=f{^i z!N!Kf{{5=#6j3y=f!oWy>Xf_P``B1~?Uvwsi%4ZQFP7g+R??r`5-B9?8PhbhKOOOo zTGr%v)^|vU`Sge&M{!&JF_g|?^h!1gAtm8Y-WhCp z@xdJII?sf@YaAv6a{6d_aSD5%YJ(R<4bHr#mYeO>UTq~?vT7~?vvuCw(%a>F3mmr{ zd`lMtin;TL7r*|v&b{Q~?A$?AocTc&c2$C;KZn|mjK~w2leV22adQ?}i)R;cV&-1E zf~g`-1YZ%A#JM4QP=g~;#lK&nXUSW|X}tfaIlNixPXVeB&?fSMz{U73+CJ$U8%sms z;8qUVjp0`^3VWM|<5f?aoJIlk(cG)K2SyjClyowO%8OE=`ld)0GBciDllL-tf+cqBM!7^;JF z#<*<_q%0f5d2GM7b}zs>Xht`JCzCt8jSle44Wa=|Yqjwn&JNRq5MrB-xn9m>|D_EN z%lo058H+z&0FyE%4g@^m(1A661HHE4onJk9O~yLrUnPP+6B6oXm-ecjPFwO}SJ;_za#|{ZwJ~==KN#06V+dQbcJ+8gA z`~8&k=6;@xm8KKfmJpv&m8wLZx6r)Edv`}xwtEX@-(B&6lNKs&q$fJaz1N-#g(%GZ ziDOc<+qpz0t7fD7$Xk@khTnRYnEd?vQ!KIyWNzuhD#Bl9@Ubam`%z%)9(neJ)j>}s zx9J7M!!!;q#NqrXG`foM|6ZvWm`i>~D!o}%a{k-poEK4ifgcSGXGJ#>Ov5eCvE2)7 z%&mQ4v;T}%wVg09`v#Q0=llT21<>hR1DDJsWJR1|&U8KDsV$Ztg_?bH?mT?teyJrjx@W=&zVHfgI&SU$WuNN+JnWg+u%&+ z-S1nH9&#Nb0z6p&=`F|c?fqWZ z2#{pPc}wM6_nH1zZI~<9-_RyD6Kz_}6V?(b#KreJtynq2!?@XY+nvFUmj@YhXqpl0 z;fj2tkb?UWLCsqs*O*eD|5G~kswZ5}VWDj)GyPar6hxlFiVaD6*3G=D)=fWDp8t|@ zuY+7$NmCq7J%s}yC{dRpJ|2g;E^2EL&@%7xd0Jt5!cn39N{o)Y6NN_KC-!a^^9YT9 zAN{9;d>kY^DKznY;1Fm+Bb1_7Go;u}hO!0;3|SRw{$544>!`?ecCwVXna#Wz%Lm!K zrfq3vMphwKn-?a`^D5O3{4X5%C;g*-V&A(zpSuT3!sv65{Kg4Zzdu@!errUv?Tc({ z#Xg%|dTE4ao2c`?dEg)PE;&-Vbtv&5`KRH2X0`>pGMHfebeQ@&FO^P~X*?(}(0tIP zj|o?dUQ()#+|Gc-_9c!W2iU``j+WF8N3t`u4^B0qsj=B6>N^mUxH+m8`ec&-ltsL+ z2ph6%K_}Irli-4d65o;zO0ESdX53`INzHbX+U&ZSPFd`bUEsbCk8an3MI^z!A~}zM zUwnr1_A?TTQ<3Kjhy}}h!e14=8UZu`8UpE;Gamz??&YgQTXtV?l#Os_!&W+|x6n5R zt69^9N2=<{h2x!f?0b1i)tjH&m48=W@9{Y^kjv4XFBH3H9a(JL)bLQCBVou+=5&Jt z^Y^}iPw~CI-gXdDN?j~tlDpd|tKKAha@)6|GwNxkGC@3R7sZ0= znYmhX=hnF)IsC`?0GS)V{fcl2xP2*QGs;>ndr`3auWpG);-2Rpi}~;#$TT5$>GI%1%?(9s|&Q zO0nmMB&7zf%Q>3I$zTkm)S9$~;=B(Fv3Bdbe}bC&#A_;SRzdeATS`1%#PvFjwzxdP zz-^i+kGqr_nJ_UH7>#wW?Yix4ISwAcT=efTL?2OGtR)W01AXCKj|)dVEO}Zb`P01W z6=>})`wbPVaByCT^d$KK?z#VFEv9)iGLmWtb0$NYx^JWzHgTbkMv`|u13PAeEErA@ zUjB-FhO*Z0WE1)(Zb9vy29a_QO<_=cy53QR=g9dXzifhjVIk>q9NP4^Z4#YSYafjI zapkdjvF#d9MUR9iV`6#0r;1KI2C-YB&$c4}dwOj?Z65UsIYepmW6ix->twaCP!*4b zQGeC-frzYpQ?1joN95i@)zh20U9hfUuAbnQ7UPrTv&T7ba#LG0BMO{}$7tBF?tO80JM+DdZgdX<)gfK&46-9n+ZCEqe1KK)MN zpOy2B9}!RdOmX5IcIO>1oc`}|UqNntThmgV=`OgS^`;GuY|pdn2qdLfaWP-LQkD0~ z_g)%XQ?A#P<9X-{meSMbs7Q83%>VOd+cjtPzY4Htpt#W0XezSMsNv8D%yz_yb_fvC zHqBl=h{jF7!E&Vcot_qa1KS8}0YyQgz3SA0!N2&TEZnv%kCJ+mNLvSsZ!l+lnW`1X&zi zPGcI->tCxZ<1Sx)!JH%N$}i%W3iQ`Vrj7Ox1~Egn-uf63=Zb&6KN`qA{G&+$D)2yq zPm#{tLtl99ozFdKi>7`gu(llq2?Pn%%|ft~iZLjch5wqm_#6nL#VeyWY=SXg_-kTQ z^P~$CS~mrsKn)2z=ZSk<4E^W56*~%d2aywX9)%qWg8KIo{KA2y?d(SvcsWC%C@9_? z{^!oAZ67b2=3HAkEwbSg7FBoG7bKY4JH2ie1*JHp{3~3yBX{6}jkxQD0bDSep+RmjNw{Y1L#V!oxb_4N+c zQNI)ioPJewD%a})Q@x{d&<vAmTE|*1a{N=Z$mRuUKkkT zhkFuLab$o+hl1=<2GPaq!ODtWT07m&Rp&!Ww+t;6b^NwU=0;jg04W)iYhx@^XHe2r zr=B%e`AcTee0Q7NqI2cTXJXn~zc97~pG$f_49J(=amnp6K5$A}QsJ(RXhrv;U^B7O zXl*>On-j26v>-36iA^$K-v#9WTVo>kk-xLBgf3jaz}BnodS=0otnK1E4T1$Ege+3l zTB-he)VfkjN;Hk(IMa_F;12vzB22S7g>g3V5y4-5IQ1~)r1B)4vU`4r&&+cb1to*U zH4Ge4OlUU=U6Y!69RPKdbIYXot0ECs0w~;Ih!A&YTq|5@#c?H;5ra=4W;pmnXK-x= z52kz@`!UBvSVM;7qOPh=`@zyjlG)Byes>jza1)apHV(a~wGcZC3Ybe-uxM%orEt#| zC z&&&P09BT+^q6R*B+T?69;40tK|K}>4TmWMN3}2>wdVz^}kZ3=7Y`_&N36T;lL0eHr z2ig5g!m(fD?;^Q;+%KQ--iQ-#KXrrG6;!$&{-4M9FCr?B=N#u1U<|@}MzLGGE9)KK zvAt-Nc3Q;}P$;2PGu*mkSO8TUeEfx80_B^I$VcBIq<$CPbw}ZjJzYdw>p7_63dU_; zKFx2jt_jB=Hg|cZBlfD|AP{sho~52+_mNM))Xd~!tS&TFw1D&9&33KRvNRllJ;NJa0KAr~a9|H`uANL4}B1cXiA6j~w6T)_fiH#^Tysm}1dhtz4~x+@YQ=!*R- z#Y=ZvGRVMVN`V~yJs?7>fjOH!K-m^W%G){5R(Ir&K-X2|C+kSVekc|ZDh z9len@lc>ZGRz7xF=z@|D5OQUBZke;fL=}N zOz?SimkFWN5z^%jMQTJs5^93BRxfYmIDc_)F7Il=V18wiaB7H=3DOk)qy6~Ka8Kf< zYC(2REghFtNq5Tk_#Gt-5R z$(j}MwqrJxoHk>U*?dHo!Ce6|^bZU<^SrEU>^?rE1MkDkA^+1L3QO@cV_H%d;C=zX zKQFb!SBF!{&dj|4W{`zCA_Kp=#EB)xu>(p`4qAcOVRCpVeZss>yAOYlB%Wql*s6o9 zsK1a??W|jyUXHt?DQth}!P@?vI)}8t*Y9eo2X?>*GEH@WEyHtGtqz_lp=jYVfA`2a zKV$+y0qh#8{yH=aA^AOV^l&;KstOH&>lSh9#7$LJO4+xWk}q8BBX8wWY-jF0Q=vff zSX}!v_OUiJB!M1~Hz!@oi(Z5F?lH+H&EU~0OW(Zq|1Q)25>rc6@EWK&>Rw^DDV6Dc zZVJY$h#z5(II)(owG1!JftsfW7ZX)s9goA5cXS7%D;-<7Y+n5M+|z2vrru--78*A! zs<2lTp3!gJuC@!=Av{>_V_3Nc1cI!&IYSi15OEwdD(Sja72mU86^w~fW@37D;w(gq zi}gwo6%kxtVx^MwmsNr=4K>aZ(d^`t$J*zt&4@G7QPItVUtuE zZj4?XayJ;JaelL8XdCt6m`BvVs;ZJOL}uOrvuuiwuE}Z02z5?`=Qn^O*ItYVycuyO zdbivI-5O`^CpqJDPYHP7I25rd_$5y4+kvoSfi))kdCRH! zFyvRINN#H~UZBL&nQ0S4C^ay<3=P+s+Gde(iWZ)VTYxV2@-YiTvSrCRO&&_%6 zX|m=q=jH&a4OwS*hj%?-4*)+0Ts{!7GOV2U<_I-&+aL{kCwE$#`|vJ@`2@ir7;+e7 zBy=+DK0RMw8UoYA68yyGb*^s02fyB)zAx!QJZ3W#aS~Xgq(la$Zj8)0+@Z<=Gm0^3 zm6!~sAsfRP{ltJDJnc&aeF-VN#n~1`p1r-h`CN;CQk*!GZLh_2Z4FU*g&cW9g{zuJ zIM&y>(DXJbzKR4eEs8F2j2NskF7yPDZ&QlR)oy zSZR8^QloIAe@WV^sjjPZKC?;KZEN(e#f*rlMy$EJ33DzFI-=NI$PBy-!25>23=Gfd zIhJL|5nO2c*x^)I)H#o_yJgesOKwHN&%aSo%r(oErj%@UXg$+lfkIIzs#y5qOMMFO zhXkD77mG0_BCySX*nOVqN_7-2Awupd>8ZWZ8zoo$zrI0I!vIU{uU`| z0?UyzwISb!g{(nD8GJ&U{_x|)BhEor7q;-(h=?0T$@+OF+ImtvxJ@c@I|H(KEl60(N&M|75dMv{UFwSe-dT z&H>ld`Pwmpo3)HW?y>9l6l2V14!fp!{_Vt%EadogI^b&b?}F93gV_IkogQ1nA*5VT zFwpI4c0gVAvIM+*mylcA0*SaAzk?DtLH_@Z1?jl0Mr!yia{v_#%KnXWa;6}EoC|;4 zarl&OK3-gK@uuhm(?nMRs!jJ5o;^dwPmr#;8KckmzDz_u%unc?)9=L@;*Lb^qj0xQ z`!~4FwdOb!&A|8F6HeZ`Dr0ZO=`Kpo?Ni`7)eLOuUbj8QpnX|x+@dDm)I_3uz=y3syYoF5X2!puj#F{wG)$)Y1sXK)YXf^P2u zqxPQ{g}5os(Z?!862Wfrp30RdUE89`=1oKPQ*H{RCVey^ukq`-13xgbBGCcyNi8Ni z_cIvDY)aZNoejK)xV{RCvf5J2bbsPtI7&mJt9LvrYW{)x4nvmOLzrYQ5ps_MHq3<4}rP8U|T*>k9xe6~MmIhqYEiiO1o_{WUZ2snS14O)-) z*DE2TNG`bzb*)!JC?EwoxhZWS@d-c)Q+b+1tO!{lh^D??=Id z1|@?QaMcv8rXIL2UkCDNzs)oqRN|COZlk^z#un5Cb%pUTM(+4D0NY*l#oH@*Kht+w zhyG3e+GHKt3F4e)&l4axwRFxrvg(rEjA<;Q1azQ%SYae#V2}w)>tD7$uOm zHc^cH^Vv5YsF}c6OFl{O(bx*z|Hw>zQC%)l*ZjKbFM#G z60hLeY5|b4F~Sy<#}Z7rfw}EeXJn*Nb1nYyCS96)YKxL0t-_r$?xldYsxAt~6wTCK zdy?k8l$j!uefHCH1z<$+aZQg}X$zehj)LqKoQ}Dv&izb*rRFB=0J1j33o06Q6+1o) zE)pB;5Y4gQ4;4A;XRN5vD>$xfBHg3AY4(+S_5`*kXuDWyT)0Oq^jrH~D}$iz9$Hg! z4LcDs4wbke=$gKUDKlWw+w$+Fl>Zh5D7RqXp7ly98S3v9XupnKtV*_ipw0c?BF;W$ z{4G%81aLGKt|w-q62HxVaTqY4mBdURdW0^;4i$zwB*IwK@zH!t!h@eWqMQbJP!P?2 ztCiL8w6D=EQ8Q=@0WR<@`)@Hd*o(lf*!p{23G6nkT98989gp+uVOZS?Jk$akSan^0>XOU zWHKu1(qR#zCm+3PMo3(enCh0^W-qoka0<5& zo0}~;M|?YMchvaz#5Hb*O6NbO3#wldcxtslv7TOR+!8L52%ZEspJPR-5H@K)Dv^+0 z6^)cX%qY%G+>>zXPS1nE6>^|;FwIE`daYk5fJ*~PS!{N>g^-x%++6QB-0`HXk60&) zK_!DuHj(2?a55mSAU2q7nxr_6CFxZ=2w28Vr_!{Ybti zZ*jPP8hOQN7}1>T=~USh*3JkcPb<>WC!;e4WWBD}cCC{jDM?6fmabCJ)c8s`N4`%3q|KKC^ z9M&2YRZWqf?jh}LS$nefk)hG(?1n6I)>e6zngTz^k>HGRU6%tt%wqKZ|9;*>=;(XL zGjReVrq_-vkZ*Tl?s0d^+slKI~;v zcU6(h+81d+1KtDKR&2CQX~cAUyJzX_Vplj^K5Gbqk=D*%XUvE*d2|-mYa09Sho0S> zwS-#P4={uIKONg|2nLY;sBtS4WgwmjJWi~jV{df2 z3?)F`u@AaXrg)n-W@&4MD&Dh5FFR`10u381VXNYZ*dSlo6<|<-_-;3VU;fzPYxel! zz5ZmU-Zl+DlwXj*gScVosTO7aD;VN^O(S$~nULyfCUQ!l=wYn;fj{|AT#FLGQ`gdy z4J2f}i(S!BuUem^h#Jg`;?)hW?wh!)X75oHuE%!+0PXtMi2$Fz2K3! zUqYXO6+;6!jYlIYZpa43lOEYFh4fv)6Q;2M@qooOkiU&I?idzr3=4e0%zc91EYcj; z`u-B9W<@R2h=n#Q{WERM`heg8#ftF<6G(&OWR0KM6K7;}| za~m*mY!Li{ml)XRytEFiHTy}02O7z{CcN?@xK*)#{6AEG1zIYyP{6EUQkQ>?tPOo> z)~b5)H-JI`^nv(!=`egTx`I@6v{vycB~2qbT(;pZVXgaHgl+1)WDL6QrWJUCvem9${=H~t}6c{FckvBKLq|J-{+ zrG>thD(l-su2O@f*GGYWhc$y(_OR>>yeg%WZ~?RrNRR5^F&Q^@-YtCA@y0F#sIqQp z8h*A(^LJ>*0ghWa6h1}d9X3-#5*Q(l z#;nx%m(;i;;~ev)Yhe>dp~AM+M0zQSlAcPiOEU?XYf~ni0bV}O@)ntqojRGS<(17x zzBh-pc*H|l!(eEuN^SHN59pKB`dLaVzS0x0MGoqG(LdKQtsm=Kf%jnS@F0B8!aE|o zEdaBRx98>J*3`LaXjuWE%Wopg&~@JX*T{#+znJdub_IqN{~G<5Q|@Z*wk(Bs^_bA)oFES8 zPP%$@Fy4+FmvBu()!ne-`A$pPz?OK-+qj>6k3#xu^CIB@=wtuu|G?;8|9-glN;{K+ zg~QCkksLE4k@eV{G^7ie#8A$_|KU~~0?T6Cli*r$<)!>tFs*QhG^|tzA1lH|3HoAp zA*3V>E$6+D-?9~0H+7H`JY_1;J7o%Z3k(@*p(17;7C#@;HJq)11iRsJ{^=5W)FMo^hq0K)U|w*L&>Aw%Vw-WRSL1^;Zu$}s80KP_O8Gx`4_SDxfmHnmNhIso;iM>!Xg??Q!@A5%3R+Fxdm*T&4K3-T&Db%^P~$M(0QYL?7X?@G_L2s=Q%A z6DV~5Zz~17XHe20^HTJzByUr@)f{#JIO#E}TY2b@*zWsK%I1nkdLBI5b=+Lxk8!cg zfSxJL2EJtlbeuBB2}0Ig&qHWe`xfl*l`~Y{rKSMsCJb=sYY|17jg)RWNW#zp5D=<- z*@1loppQL?_k@F*?5+vg4T?$dbwex=v}Euc@o@3Y2fRO@!-fhPqJ-E5Q5rdXrN?ZY z({mzhacz| ziBOBy5Ryt*0)1bmX;Rsp%chmt>QNdUv(fQ6`O*U?WE8gtLC)n3LHz8)*4AZcL|9jH zHq}Q44ZwpG1Md=$?s=Apk=yL#Ij!m7unv>DRXY+l1$EoF&K$yRnn&zK#WU_5b|ag1 zg2x*QWG1;u{$3nB_yr5-8>#oj&CyriVEA(18tKQw>M7C-;pYBCnkWKE@Q`zBnU~Nvy;qR!Hozs>ct5;O@ zqov+S7;}U=<%Nc6A129((x0XbubM{mty)*`&anKiAF)Tc7S^2qpmyr$4yfrnAZ?g} z5tOWa8e^Y1qR!!V$Q$B$Pak=FNCuLju-TAUV=kf>di*8^eT5dT*7q>CaewRA(Rq$0 zF*!6c&{>NHFP{*1oqGhx&7OsqlK=>7ozXq#bdPb{fxwuM1$S96RfFz}4NL$-P=Xzj z3$INOlCrx5LG=sVw>)zKrr9GokrSeP(lrULfA_ma2w!LGOZlnx z^|-N7b(p+-pi1mff;%NRA7i?eNIruM98L9!V00O>>Tf6Q=}a>$J?ICvFxa(mie37u2UD7Zeco&4Jh z>_M3Ng{0&yj2Sj?a_X|mF~w9t%vSz;^arkH)joAMbqOK~6sZhx=e-9wOE)qAl5*AA zgFHfRJn3mn4JMY8vXZ8*;QyV6PkF)rF)N?onrzane86rt!+*$t_9;@AzdQ{j04D*( zIij_NQmiHFMM{J9lXW@$+qrLsH607Wfh$pQp{C)S-wsDlJAvmmGATE4)?|9#bNy)8 z;hEG?lUrNs1wz>xIM5>;fLm<&YbLf&KPl75tME^rBG`!?_v9~5MfVE{&YZ5eJug>y zE*F$bmk(A6tDhgfWn1uPB*yfUFQ0}n%uc<#q|(5llPx4uq5yKgcb zTiQMndswZ^>I#E%khs&JS{&dgks3Rgo=dl2$OcR?5lo-T)&rEibz)mq9^rusd zjOzn=Bf9RwPRs=rl{ua3I8iwltF9`BhsMX$q;bfd;3u-$2ROo70Ud}<9BWZKCXYrUq#ca zH7jLb6FzBf0RQs8I!zg}IT$%0w?H!?bcy)Y%mkgsZc=K5h#d?r>02OuN`%WTZouwCn88B#C3T1sg>wWCBtJzp1Aj`U zr)LJVxR|+(FSc|jWUge8by580AXzWkJ*z8Sg%tj1DZCGahwm{2DqxVzK}8CX8~d?0 z@%&vig**dR$$3ZAl0n@D{AD$!6AUJ@Cx-^Hs}lOH`?Vu?aGH7483Ew3zSlPx9*;uSo6~u3`7498LdD+cg92>C zeN?J(a$fdNp)Q!EUj)1-h_0nL?Styag-kUXx(#rQ+qfXTS^m#AhP*^Oo2&g2E<}El zxc?ZCQzW$yWA~=4`VRXD{)6#_2DJclWr<(|fX(0nO^cvqck_O-0Uv!Kc2NC-z=(ir zX&5pl;NOv!!w8{{I5=Up^-uM!lW|t(q1Ohr;9se}wJA@9h*gLlt>u5|*6ag!Pp5)% z9}5M+Jm7Dqi)Elihy-&-wNVqaeerI3!q_N1Wh|nB+6^E>9V$nv9l?jR{sO1B<@<<@ zT^(t~dVrODA~*%E)2qgb?21d7ZuNo+SCP8-8pN?DzaCYw^P0}2D$XApd7JW3P>;a& z@C01xbl;KU_Vv=;3wBM4z`o6_$uHs0 zl<>O949vCB6Mk&2w}8w^M(3hF(BT%JG9Jk2iJ5C*`?=ajlDgjai=)O%YpY<{b7v2L<+q zDxKWXrlPhI$IUo1@?qpi>Eu_A;md*6x{UiC>dpx6{K_X+Ch&pW z7jQ5*eAM%ecG{=kxxr{NrZQim%e~J(txw#zblG&)LRRE0nw@vPH(OorfDM}P&V-V% zP9R8^?2-_o{^Q?N^D9%oL>ge^A1TEQ?VzEyGvdAmbKF^WOTpzu4{rlV*N|vHQ>~t1 z5++)9IeO_LVidUDBVEs?bJSP{2b)Xzd@t$2 zS|QkBf*XEBn;5(wNI`_WE;=zk>d^-srd4k24veqTb$S7#uptizA;-^w`10Q|^VP+D zaBZk~BKFkaIG!J8icwYf9WtqP{4LX$N*j+u>R-jX0h=F6 zI-O`5j}_c5sE*M-aYiiTjqR3$BN$Hv^nSpDfcU5fw)1Kc%K=f$eQLTqhEbKmjhY zySjA$GYA_TMpA)f4}T4JQ@qDoSTYXX3xc$IARXo1Qc$qUnp=;PrH$Z4khb|xw2$6V zMNwCIEO-_x|M9r=Ko&x_xcthwunB19=i!;S$2sO(>7^l35T zoN;JCs^m0^-~|Rlw`p;);_1l1*#tGJ(066f=o!wD&~p;(ZE=NZNAUfd;hdpPpl)zF z5jmes#x@8a2aJ2>H#vJ-;)Z1;PJiVAtONuIko17e4tUb%9q^(~^=Uo8IR~NgZzADt zOj}dub&il!gCg;H`gABB0 zHm8gEvBA1uLk_b@Y(FqVc{FtC{UB;NZOZzIpZwCkc@qz>BwM>Zn zT(lrq13YtTR1BW5kp=~9{(kYlUjd)*<<@koZQ%8H{7SS6&@D%0kZ;ha?Tf?T*T^48T12c3wjQCZ9hahP$&=M!*uZ_ zX!+j=`CXdq?X;p6gF*n{1#zg zuH9o$iH7cmk)Ti+hsCLs{Nr9goFU=hgMCZ>8Gi2qG>EZmfP>;ADAXJgX1XBCL+p(D z7tlH}(#sL46GJKhyfpBp8ynpP{qkztH5BRtZdN<$>Rk|}nO?Mo=d^8xV>%jq4F9MJ zOeV;~H^5mppyY%8sjtcK!rQC6XGlCIt&wj8vj9LHyp>LcLbV^q#qM_#u-YK80ax+M z^NDqEoT}~~d~!f1DhvfPG$j10u_SjV)g#ptE?a!5Ls`kn8r5>kp!WV+wZzmV|5o`- ztD5$YIX#55YG36~iLHKU^wK1_c==JM@;%ecr^m#OJiGh2<8{Udg0JVwi5|q0xu>HA z9Aw?mT6+%GHt0N>gocH@Mj__uy^78Fu3-@>p??nB9TWdD2|hf{h+03UeNKUGZPUYG`lsd_9H8CK!T>_@UlWo(>bnBTZS@YYR3gEDKk#!w>6fB+=q3nrUr|rQQ4{ z$An6is85kY;Ty%q#kO@@v^}>e*`Z+OaA{#(UbwxntB;p`-NfbJ*{e?1uecsLqm1HP z`W3iHJk-M%Rk_Pkr0wwRxl7}~G_$Wo)xiz7an#k@*uOjTCB5x=VVT|}-Ri`rFq#^D z>QSFGeMO63p^Z~9gTdeA&Z1K9V=hdRrlX~HC6*<7B)XEEw+OWBDUT&V21OCLv7)m5I#z`Wxdm!MQ`9Pm8Fa-d)8!AZtqPlMvZAZNw#IN=IPD$@T!0*a7YdHrchH{B;vnU+f&0WGZF3Jd(BWs-M1uotM- zpPuTq7>aA0%Ccv;uSp%N(rD2TV%{cnq&DSQC$q=PR}M=xb(4RxxcYxNGgnDz(#NVC z%d>Ih-oEH&H7~XM6D2=~`6c;N$F&F-=^14-FT|=mU>9+7R@oxd+B@o*iusvm9Ua}V zjZ=zGO*fuv7g6$Z^E^>RbA`3=%$o!xkfUlpVE*dDW5=8MbkCy0cazfh^|Su~W=btW zgYp)|yfca4upay8wjc7s+mc+h?r)aTH*@vsc;ap`Tt+8y0!1K>`Mdhbfj~9srt4h& z>S`m}t4Z*8+Cnr}B0jphMI{J2v%4Kf5&L0Yj(=-o(e%y!U!f)8=CAb>UkKR!-T#qQ z4)5@n8@JmsKEXZg4`!6@8D5E1Q>;pyuD!c@WT2UPmheh??@#ll=Qe*nEyl;i1~YA; zUOu`pd$RgYh_R{AJ9t#Z?y_seDn_P;#%a%-*VgEUy175Eoc8cnp*(Wt>f<7tH9Kcj zxb|G28vIrmO_zS@XT_2~cWeizohcZ>%S6`s2S*{NZB`}pkXHyiM~8TDL|%54 z{e_?Lm_9OX2w9v-l+-=hJ3(~&PBr%X%r6Q#esS5DioR`y==lFLbrR~sRpiCxchGbc5Jk1 zZoyyqT~5ML2kb)qUU{(f|Ju9qwzTO4sQBUrSF296FZ~64LI~q=L2)v%>BUa*hyREFa^x5)oi1arN zBNbiKdf;^~xEyXJG^tY4(r?yosh$+D^b}tBOvNA^Ta;UAeXNzb_chH3=jMIRRsKBi zSGV(z93bzTpgIE^H#MQPYL>O@HpIJ3S?WY)$+dVA4-SHLQeDo4%U?%q*jMf&#&kb% zJ+gwSj-rs60{@R=xBSxA$K!MV3H(@O@K1Hj0tcBo(?WIpIvg+K)%mT+dr*0~WsIM| zf!4|+PB-hGKqwljbJCwLT=x1ga{8Hh1~Uv-iDT$b^nOD_0&`H_Ilcn1dcg)%l~qyd z@bh=Afia@F!BeuVo_&vkl6wo#wqD!4*zqtYGP-5pRW-Zu<7j;jYd+D;x%5#V0Q}R^ zAll{vBz`^0ik&Wo)Q(N})(Z?KTmoO_^yYqKI&_AGU5OOYI>ItG5o>&Hd|(4~~KAQ!%#3G&WSVSz@&gi0CKfSR}W5NMle zv7upy6AB3UiglZbRmF@?AXsx(w32)OK=E>e)KVJl>J(cSKl9S77qSCprLb1S!i3f(Th$S#Wdp4Nk#Nt z=0Az>V%tz=k=f%YHb%B!Y}k1(L<_vRdKt{W@UNc8PDdgnYeygZI0Ww zzjE}&nU0{&PlEd(dvhaSB-f~vxOV9-tt|&8=w1%xbgcf_ebY zdS{>G`5nib;U`YUr4~Tw6*mv5&Vb!ntOGf5#P{vqTrK!fgo2`+sC)xjVCytd!|gDN zVS{0(DEvs>-nWc-9Wc0-Ds#;II4YrC+XJuWK5qsFz#dp*Sb+=5_=U)(s2WJXhZNWQ; zzE(rq20DitJ}y?frend290H;*X_WKPkeJ-N-wMa;=<$p9FHf@dJ7jg&FnxLfRA+;q zuBdfyL*ad8!>Mt90n4?7D00#sOkhB)dAli8aQrRT=CrVG25#SaSU)%eRS1O8*;IiE z->+lQ$L$PccJ%-XN=*n#K}oQW8Z9?l5K0b^?gzim}C}ipB=Ush+$Qi zsFXYEs9O0W)f8(+!7YE5oGB}MXL4n#=Tc~xzgRtUyNWG(ZS8HuQAv0?YXB7UTRLGo zS-{}B?wW&!fgrwH$k|yQY=!9Jn6_IY3e!=?(Dh74@#6;%si1o6ZS>~9 z`jq;5oXEb*rW3w!D^{IU3<)sFHGkL8)(a3Hp`5M(to+qmv?GqW?**F&JPP%ji(hRp zjMw}-4hM&jKv5z0q@N6Odh5yV8pwb>;3l_XM9K^b*#q)#q5iSzIyu~!vf;f}BgXb9 zBTRp(?;jXY7uA?)fQiMzw`_iV!g*0qtrI+KObFp)i!s zLU`#LqQsu>f3u~EQ5^lIA}~MAtVhSCt!ha}kIjc@2^Ia-#h=D8MRvxah4{_e*(Px) zN$l+7a;zXtDV4aZPRgFVuxw~X8c6U6Z~HSSmX|bZE?Klimc6$jTU8_XHF4LphsBKQxH#6H15J!Ew_(n`)79cU;rp>aV*}C^5o)XQ&~ETH zfSPbXNSfas!{YC(HKVVqtC^(`V$XaAab=EbH(-H`m?Fe-ul6Ns^>luA@1(zoP)21f z+{XS}K10HYu)J8T)^%v+W#Mw(TChl$A zVflEFVgV~3<7HVvie<(`ti!0fi<#J^`yCZ^l53(Dn^A{0s9x-D7F@s-Fao2QTp)0WfW{y~@f1ub&| z`PV!>Nh}lF-NEgP63zC((rVmba{$wUG(IkCf8PN# z0#m>e&iQ(>w}=e=JiGqtOMJAvm~#Oa-9&XpjuycyqS8r-4M9{%fV~$1J}oki%vgK> z$(n53K33NNxb!kq=JPDS;bSc0pne#%GiZ&6EOG!O%JX{8rL=;%&TMeG-bZv z?u?GMse|K_8BW@@eDXVB{H6fbjyLrB1D8g*S5oH`2x1frGs2yT{2&JD1wdm*C7`14 zx6w~GDq^U<=;F+b1*iNEhc(rR literal 0 HcmV?d00001