From 7ecb8eb9508e4d50523dac5ce4ea732e9a3e9b3d Mon Sep 17 00:00:00 2001 From: Tim Hoffmann <2836374+timhoffm@users.noreply.github.com> Date: Mon, 27 Sep 2021 21:39:34 +0200 Subject: [PATCH] Backport PR #21026: Place 3D contourf patches between levels --- .../next_api_changes/behavior/21026-DS.rst | 5 +++ lib/matplotlib/contour.py | 18 +++++--- lib/mpl_toolkits/mplot3d/axes3d.py | 40 +++++++++++++++--- .../test_mplot3d/tricontour.png | Bin 53419 -> 55099 bytes lib/mpl_toolkits/tests/test_mplot3d.py | 28 ++++++++++++ 5 files changed, 79 insertions(+), 12 deletions(-) create mode 100644 doc/api/next_api_changes/behavior/21026-DS.rst diff --git a/doc/api/next_api_changes/behavior/21026-DS.rst b/doc/api/next_api_changes/behavior/21026-DS.rst new file mode 100644 index 000000000000..d3550f29509f --- /dev/null +++ b/doc/api/next_api_changes/behavior/21026-DS.rst @@ -0,0 +1,5 @@ +3D contourf polygons placed between levels +------------------------------------------ +The polygons used in a 3D `~mpl_toolkits.mplot3d.Axes3D.contourf` plot are +now placed halfway between the contour levels, as each polygon represents the +location of values that lie between two levels. diff --git a/lib/matplotlib/contour.py b/lib/matplotlib/contour.py index 15f44aa91692..26ce26d43105 100644 --- a/lib/matplotlib/contour.py +++ b/lib/matplotlib/contour.py @@ -813,6 +813,8 @@ def __init__(self, ax, *args, kwargs = self._process_args(*args, **kwargs) self._process_levels() + self._extend_min = self.extend in ['min', 'both'] + self._extend_max = self.extend in ['max', 'both'] if self.colors is not None: ncolors = len(self.levels) if self.filled: @@ -821,25 +823,27 @@ def __init__(self, ax, *args, # Handle the case where colors are given for the extended # parts of the contour. - extend_min = self.extend in ['min', 'both'] - extend_max = self.extend in ['max', 'both'] + use_set_under_over = False # if we are extending the lower end, and we've been given enough # colors then skip the first color in the resulting cmap. For the # extend_max case we don't need to worry about passing more colors # than ncolors as ListedColormap will clip. - total_levels = ncolors + int(extend_min) + int(extend_max) - if len(self.colors) == total_levels and (extend_min or extend_max): + total_levels = (ncolors + + int(self._extend_min) + + int(self._extend_max)) + if (len(self.colors) == total_levels and + (self._extend_min or self._extend_max)): use_set_under_over = True - if extend_min: + if self._extend_min: i0 = 1 cmap = mcolors.ListedColormap(self.colors[i0:None], N=ncolors) if use_set_under_over: - if extend_min: + if self._extend_min: cmap.set_under(self.colors[0]) - if extend_max: + if self._extend_max: cmap.set_over(self.colors[-1]) self.collections = cbook.silent_list(None) diff --git a/lib/mpl_toolkits/mplot3d/axes3d.py b/lib/mpl_toolkits/mplot3d/axes3d.py index 247f92906d97..81cf5c4f62cc 100644 --- a/lib/mpl_toolkits/mplot3d/axes3d.py +++ b/lib/mpl_toolkits/mplot3d/axes3d.py @@ -2068,12 +2068,32 @@ def add_contour_set( art3d.line_collection_2d_to_3d(linec, z, zdir=zdir) def add_contourf_set(self, cset, zdir='z', offset=None): + self._add_contourf_set(cset, zdir=zdir, offset=offset) + + def _add_contourf_set(self, cset, zdir='z', offset=None): + """ + Returns + ------- + levels : numpy.ndarray + Levels at which the filled contours are added. + """ zdir = '-' + zdir - for z, linec in zip(cset.levels, cset.collections): + + midpoints = cset.levels[:-1] + np.diff(cset.levels) / 2 + # Linearly interpolate to get levels for any extensions + if cset._extend_min: + min_level = cset.levels[0] - np.diff(cset.levels[:2]) / 2 + midpoints = np.insert(midpoints, 0, min_level) + if cset._extend_max: + max_level = cset.levels[-1] + np.diff(cset.levels[-2:]) / 2 + midpoints = np.append(midpoints, max_level) + + for z, linec in zip(midpoints, cset.collections): if offset is not None: z = offset art3d.poly_collection_2d_to_3d(linec, z, zdir=zdir) linec.set_sort_zpos(z) + return midpoints @_preprocess_data() def contour(self, X, Y, Z, *args, @@ -2168,6 +2188,16 @@ def tricontour(self, *args, self.auto_scale_xyz(X, Y, Z, had_data) return cset + def _auto_scale_contourf(self, X, Y, Z, zdir, levels, had_data): + # Autoscale in the zdir based on the levels added, which are + # different from data range if any contour extensions are present + dim_vals = {'x': X, 'y': Y, 'z': Z, zdir: levels} + # Input data and levels have different sizes, but auto_scale_xyz + # expected same-size input, so manually take min/max limits + limits = [(np.nanmin(dim_vals[dim]), np.nanmax(dim_vals[dim])) + for dim in ['x', 'y', 'z']] + self.auto_scale_xyz(*limits, had_data) + @_preprocess_data() def contourf(self, X, Y, Z, *args, zdir='z', offset=None, **kwargs): """ @@ -2195,9 +2225,9 @@ def contourf(self, X, Y, Z, *args, zdir='z', offset=None, **kwargs): jX, jY, jZ = art3d.rotate_axes(X, Y, Z, zdir) cset = super().contourf(jX, jY, jZ, *args, **kwargs) - self.add_contourf_set(cset, zdir, offset) + levels = self._add_contourf_set(cset, zdir, offset) - self.auto_scale_xyz(X, Y, Z, had_data) + self._auto_scale_contourf(X, Y, Z, zdir, levels, had_data) return cset contourf3D = contourf @@ -2246,9 +2276,9 @@ def tricontourf(self, *args, zdir='z', offset=None, **kwargs): tri = Triangulation(jX, jY, tri.triangles, tri.mask) cset = super().tricontourf(tri, jZ, *args, **kwargs) - self.add_contourf_set(cset, zdir, offset) + levels = self._add_contourf_set(cset, zdir, offset) - self.auto_scale_xyz(X, Y, Z, had_data) + self._auto_scale_contourf(X, Y, Z, zdir, levels, had_data) return cset def add_collection3d(self, col, zs=0, zdir='z'): diff --git a/lib/mpl_toolkits/tests/baseline_images/test_mplot3d/tricontour.png b/lib/mpl_toolkits/tests/baseline_images/test_mplot3d/tricontour.png index 7d8eb501601eb125bf03972170526b9742440ded..c05dcac7d25e9f824cedf4222b55787037082f48 100644 GIT binary patch literal 55099 zcmeFZRa9Nu5-qyW;IMFahv4pR!6A6?03o=$yAw26kl+r%-63cMcMA|4LeRh)ob&Ge zzyD{qxwBhiuQfC0sH$GQdQ}mvt}2g?LW}}|K+qKxWHccV*dPc5W&;Tk{Dk-0$`1IC zikqySo0g-Mo2Qw}TZoF8o0FZRo83EeN{_cLuJ0TjxY>BwIM^)TdT?|KBgMIl5T0PZZ2*fg2+`Dd@XGAed&)|H71sm%f8Q=28`9 zB(=SAj&eOSY2LY?tZSwlRL}g*aaHqFn=dW-)Bebv}A;Gc3uiO04 z7nDKTx$`9&JwY<&zg$WcYgvHIwQ^W(-9=G z;K7y5ui$Y9j}$@)uBhX1c*_6$SSC*rHtG3CNYvAmFbeQW4#;`7@we$SRG{PZ*QBVnbV}GlV_GBv0woncVsyU#F=s+)y|`)zokl6 z03W{**DO!PcMqW~+z2zF#0r|;3zeY`)@F`3;8(!HzQq`5VD0$9Ac!G z2SD^;LfV;@mF;p0b|BR6kv9xvILl&y*v-wN;?n!ihRbm>hx~27fLh z?-j46re-mnC;DJ-UTe<=i?m`xzF8QZa~4}oMJuVWa`gOwq-K*CEv{;%JiKev6aSPM zk=n!qdMJV=AP{i2gDNNt-$VK+_0r?p=Z1_1%BjQZLpX3zs0h*IkfqFy>+3|qDIE}j z*@Wdfv&bAaK>vkIqdh#8ILlhMwK}F)}ex0fR5c%@Ct3biPy8g`gy6 zqesJ=0qav@K?XRS1V|Yf8H02xfnOXEgGXPMvzt`qI{z{YmEatS!wWk+Jj~3=kufu) zf?QzJL>-4z;^5!i3^lxY{{QiKVOm;RjO^@thq!HQmJX}=$nt}#60k`N_*>rhbOvW0 z)UcT-1(d1dyAN#Q*wMYG*OxyK!9&ZOY}C|yF|F%)F#q=hW0o4V(Xm)42vjNp)Xk{i zmC~t=j#{_uI8m2XXa$$s%M_7h7Mt*cT0=_vVePi3tTQHZp851O*k< zjE5Lp1@niVyX`PZ1)}x-z<@4FZ1`u&_zlMkL)LKK(NGze?<%*${cofUb+4-cg^ zG@#7P%v^u>V+mlCcg{X3eihJiX(}th4kJ%|;m|_z`t|D_IysS3C)87K8xIrq= zshn&J`Z{zzs4QS$Y#h;N8l+lEBdI_OSY$Fz7_YF{r^H&{@i1lT2;ny)DKG0oW)82+ zot>e@#l_CT2#Q$P(=Wo@`;!&m*)mwR-7Vg}MS!TQs|Wet|CMA;8(vl5LW7H!16Sy` zZyKb+9%$fbbSm-qveAJjnG!}2gvu2`iR0;6V47aPmlx@%7#flt-F0D1Q_6CZ`Oib( zop=7D#a1-n^{fAE2sfHLa*2G>wSzJr9=^Hq1qL{&gOz!80X8xp=LiuIQD1*QEMbHs zxVg4gIN=wAm*BE}{~kcwhMSOC<6>QNbHw?%^Qa}4F&aJ|o@B9Rv47q&ObgL3B}JQl zXfj~HGQ+eLi(`W$YNH-M(M~+JCb?B+nG}r82PY+{-!nR_Dro?oEdWEe?p@{aZ|A2`QfXwSZ{lI9Di) zr9M7z2vJednFBY0fCm8(b&f~2O$MC8!l-n}M)j;CHI|rjyL-gJ= zszT(blf!uZKtO=+ni3*DyS-ddbh|$bz{RBTUB;I$W#7GHf&d(n*Pnuig#oFrs-{M& zKwYBrhyA-t9lrPSM_H;k33=-vnl(R6iKtTEBT?4X&zN-i;JtkLvaGs#w?_m81?AbL zfB&`xS*r9$G{{n|s}4qOF1sa6bE>k_Rxx4qBUKiEYVs1JKe08Cp*N-!*B|AT= z5Rg2*zBg+!&@eQ7g_GbQ1$;ztY%qs68_ARstM}nSM1&kOfkGT3w6B+fd+l=HO^6T; z5roW_rl!74r(WA85TKkDdL3nDNQj}5+VvjPE^T!uJFY`GVL9$$01`khfW%;7>-X7n z3=;RF(gaEMZ*l-^s%vNnfqQ{*mfY-hBm>Vul(QQrRUlz+{}PyV)1%`SX%jdV>h2v4qZ$e=*n79|7ssO#yxp{ecJFg2StwI;=h6e{_wDAXQcuM>x z&-31Q%wedmpdMG)^naTiIC=O>~GxM+=L_~(yp%D;GXFj89&7K^vq+M z;DRBJe}%ZXV0+dvb5%!B`>Sgv6(f)1_+a_*T_if);XxSG5Bl5}-+#pNiDF}AHFa{r zYHDh-dG`+LZhz7YEDW62O^6I!zkmM*^vJYjxro&|Rq1Uir8aY#Vq)9sN0iM|I*qTH zIAIbG6a5bQo|hn{%iu0fZSRoNcxa#_hVGx9My@)Hd@GU%Ij6p^u8yw5D_p8?{ug9p zL~_xNkCl~`5<6O=cD|^r%w~L8GWu-?f@wn;46+n8UUcWb@8M>IVNz6ouCC17-SJ*v zlFKM6DjFoN$3rFRrvXs$z2y{;6yWEN?CX=X;mIm%NY@+xcx)sbMl#|>iyapI@JbQO zfgOkfd4P@X?!K+6tt~1qXR1`?;)F_ctR?{9vuQHO5%bTgosMmZDiz95_Bgj~A_iHh ztfB&TyuqnsRbx9J90VF796J(C^5|tDA_sXnz6+H(0@cUyUoVWpN_%=Jz~@20>sOPl zuCA(=YYVvkQeILqina|;sn0G&8nfieRHg?PgoMOuD%8ov1>2z|yCsK{IKFdt!T}mo zKlqF#HhUm%%6Q*9Yt;Yx^(!thgBfUz@Nfihj;U#B z1&xi|MU3j5lcjZ!Y-|5oLXD!8+l&%Ee83iCX8w}1`PD!#eQ0Hc6nqn8ffk;ubbwQ` zHo6EiVMWIg@TPewmEJj0A7mk+eUt!`O&b?)QXM--M%XgP@Mn~N2WV1}zL=ev2?FOm zHl_$5O0L+vb>FmR^~uu}o&(Rkb1+AhVaLTg^%xDgKReRPz5ink8K@^hLqj>TCjrux z)znPgG-jUc$xkeCzB?SiskKK658e|9H6H3J{Demwe z$4?xvXOXQNJOpx8-8?;|%eA-u9QC&{T30q zSA^CBCQ)T`R|s~rm{v|sZf0R2YIu0~Gr_*Y%N=~V-L1AK*Q-!zX=wnB!23EWK`<%5 zGPU<4!wj;=$ywP8&ECMC7TStt$m^{QxMC4`I2%}YQ4JIL;C)|A0|EIN;BQ1^Yiy2+Y|hams)& zr+4p=FE1~bJ;Y>O2EFd1-w1!GMqW&Jb;^#FpbYBn7Hc(PdrlaKSKx^#%epX;Ed6fm zr5RCvKts!alcA!bYUt^W8cqq2VgL@^J*8iuE~BEU^m?yz6_#V|TIVRNC@+t^n%ePq3(D&$cR>z=3**`f^ZKdC#hTXsNaejR81_>@l$lX?2c?>3( zZF}H^F^3SB20jJ3S5F`V4kW>OLDzI{@W6z`#9J?|TZQ%(8gg^7g2v|1rzQ*P>YSFR z4y-^Fk|!m!nAE`Mub++##S#>K7d{Yqw2Fn$hnf*;Sk)S}FWB&$L_tVI&Kdk)3 zH@Ds_3^2D2VlWU6%Y7RAD$x)Pap99mNl5{4FPXn#tbAf>%Re6#jZ#7bu}D@b_RAuT zYR-wy{XB@=e_Zt%@dK&^#*#=(B>cu@j`A;OD;kJ&0TzI!&C6S-Kl>UQpdk8w1=G3M zdAs$o%LVoLzl;qO{Tr9J`LnhlWj4E6zM=nN+(0)gb#m@y16`L4n^O-GkiL<5|HArj zcXxLJjeNoxEKRP(XKGv&GgDKDaV>%Si>KdKqZd{~pQ~wVkS63H!`SZyagg9|8q(|Q zIdA;L0QXg6Y#W`lxA+oZ%FIKC2Xdi5}JB;be6R!c8TV^3vu~G#aTK%)Lvu8eC4^zGXi2zn2hEjc9W-(-m1fEf@*_%U2-~6J0 zSDRkLELx_&RSrNCwNzR~ zMMZmi8K6CNGE$G~uI-nSOm{d4vP5zc#E(2V);p(PRhct!*CVj9vQofp9}93Nz~vfG zcDBhW&=9}P&%cNq2o4E>otT)ApiVx!axoHm*Fha5oa~@eISUTGtg31!Hm5Dz!^ejh zZ9vBT{*=>Us?!(x79D2~k%J^9NV^dmB>w{X{ET_MFE?@otxD+Ib0D}lc-SSzVXnfB zoEE#})9zCqAa()P4@ToW96Ae-))`dm85s?N`=25=H8&#`eQSMt<+A+IO7%+;_e6ZM zJ78aaElr@>`2CxCcw__+y&ugk3%{4hs8;0YUZYbY_a0NN3T?_L6l;P=&k+wK2StU( zW!DgO3H;FERbfX53F~;F&$@|~Tg|jQy*(LYn#md-PFPqvcmKDn=sBjMZ;ZAljhRbk z@p6sFMDfpnI1SfYww}hKtFEIHv9z=lmq>>jG^VGg*SoPn32MD>zayy+Y-}w9cr>4PW zq!Snj62=d!&>S`k!!pKk(S-=zHj~$=E?6~gUhIyy9@cblJ(7ZQpkoySB+uq%zMr$R zZ{4c2p}m0X|M~m35V&{42i@nlvepS5>Eke2Zr;NI^^ajGuoQ=g2wIvFUX$w3vdCu? za$LVLBMVXEk&%0CM?7=FEIG zW9aN`byW!)-z`+_ekqfAu}l5;qcK6wLBpy;o!jDKAY)u3HOvTuN=XvbS#t9_;K=>OjC2I|5_{PRf z#Gk#ZT$L8Oe!7QnadyT5px~!1Zx79SLKM^Wy~-bv6%l2w#z#%6zU=Hb9HAhqcq z3guz|`2uJV1z4YvOns6doydwjQ!fcz{eo{g&VU|)hK4o>be#{1==qCwa%yUrU%!4; z2W7tN-c<3`jTfwjUZm!0EktW438^Nh>se{^A%&JI}iakmA1)AD>*z1ybGn_bkBaZ=-zq2CX=Oxbtmw6}`(i z@kgneV>tzVvY26-s5&FAM&q2n7{$7>dA;7*1oyOz{uD^6pd4NjC_#Rs!VfL){O1CN z*-039x$|G~O3&DMI2i854JsGW3N@SDAX1OQ((r1Gd3q65>D^sGXXu~A>8OY_Goe-tnoh;zx;K^IYGjO)ehqBjCpLMSP zzw+%eo~Gc|wV(}8kv1?e;HqJwZB9RCrqC$Y281YR(Jlhuw4x$%kE%0CB4E@x!k((y z6`2b`@Ea;2gxQD%n7VvUsBO!~a-gUL;?nn2N7fbZVrlX?K}&c!wQ3=@-jum7{Dh@5bD-6m#FunP)dEFQ6Ufp`|hod z?A5X$O2WO!kjIJhz*acTVOR*qDy|S^Kn@N_Xo-aH8O=Z;0NetkVGiPW0r%h9+R_@& zj4R^m&!1kaM*D{3+tD+_bNubwsyrH#oB1)%t)lq#mG65C(RXGJcTsXhlCNLmImS1E z8XwRAP#qS0{tSP;9w^@Zr+4Zr66SbJrE{d`nB&m~o?f5LLtPnw=X7m32 zt3zr6A7uLeO{e_IN>qbtd?2?Z+)*piL8PlNSsvf({WTeEc;b3Uc9+1UY<2F)VG1&y zL+a{;3hBfBY4EXm%d4(1Sc)rnZqa05X87eu=st= zXymv9r`9Os(0x&xata^x5+|g?44=a~{;GYx3**O+A2#;(LodY6U_epku}KC z`YfEtO~7QzX22mT8vpP9`qCosyX1l*>1k|UBZDFjt}!D-P>(N;?n##Q<|%Bq_idQI zcwjcJ?dWR!epxFfUCh53h4DswHK}trJGb)qgamVcf3jC8VqRTAs`JsB+bLR@E46wzqC zKk2Xoym9zB?SdP@QVFgov5d~vb$8z=e?AfwU+ z>ITD8(R_*cu?Wvm^HCYFG4=0AjwOeQbyKaKojE3l3OBoXMy25`hL9M2VViA6a_pdv zI6FYqabS$}^(6t|FthOgo->~e`9YPJLCL^I6rrfEHrlmDw~qHmxChzS2^&IbjiOQ8 zO)&dgxKOhKKjW=osT+hub}TI|jp@irxs1CT&Nn_Vyy;9<**oxsp%eU%wRMZ(d&Vr@ zzzESLekr!am7}`nYA(uO4WJu4lC_l;B&c>zX^wV~H)tgeaZOmUnY%aqedLU1ZC4i= z2u8yOnD{pY>FMb}(@u%$IbBlKA~VHz`qq1m8^BySrnth}xlA4O5s~cz3f?EmZqM0@ z8WPUUdwsGR3+jBMZa=|84TqKbV3L!6czAdVjn-0)8?Z zBNf|So;V11z~RiQJ5S=cySsOm=FQp;9UZY6g|gW+$(FI*z5huxS2y~ASlRcU@bUqz zv74d3VV&`*rw*>i0;*|#;vZeQ>H7H_Xx ztDjT~zw&MM`5SwrKz8K%pj(tMt*;bXtQg1-*m^;u1Q;Fk839z{I(8(#5{?9@r>v${ z)YypgY#R#xgFDe0gD0HieoDg88G{?^{h2NzE?i11Bw9bCLL}3$_+Fg9eb9?uyuZCf zOE=pXzMIJR8>shCOKGI~&3N(T_#UE&;GAShs$@wPkmpK**Z0C{v4i`orR$9_Lp!ms ztuD6+4qYga;Jq$)XQB878(oYntC8*lryC>8HH+e*`ll8GB~QNHVon`2L5nheL!hIY z|Kk8$SfIy>1g{Qc;?kMO$Vkwod9E4%9_g%9eL%)X~&@CW4>w$gn#c zKvNgIA*d>3s!?sA__AP4}AFq(mwy|)kw8~ixgb+IB71&9yc>WL{R_NE!sVl zHMv0>9YC8K&_SU4Z~rXU(ynbnh>CthzKuBjbpCD1@xp`IXmNOFhc+ zm|xi9kp_h_1ycbL05SyAwU`ov~s25rHg|X!r#USNSt@%B)iVz9mBMl zhjhCy@chm~DFz1z;iG#9TZPOjXJdd$oFm{&U3onUq@n{iDdsdQy04!#-+f&kNw<|V!ykFB;kZEGl7;ag$kAuCh)wlnPqlD zG-^V$UxV$mADu3Jy7mtaBn3!^4}O&5oTPH$1+k8sJ2+s_(9k3)6@&b%!ek8O)whS% z9DCj<*rU!Xe_G1eTVKRZP~3hwsaTIWY&LUSl;imQF<5kG&5e|fMgEo9OJbh1GR?GJ z#`!+VABF11kX&uJkF@uRcR*t?Vj~a|7KU04)WMVLq3hNEZZW4b9mrabc-upS`pA1j zBN^xWi{s?u0L2^|1oAbF{)ok{ALb3qUt5xb56oaJL;dwnWdD6`ucfr9T0XmC-RtJ3Bl_TH%0Ca|a1u0h0ok9$S0X*xeIrqn;)R6#xjfId_t8$PLn>;{N z9h1E1qfg-d{`}zq1@vvbbHD3U$#RB_DbIo2Q`n#flB-rwoE!}?2??0GxH%wM@iT^i z7QJ#u00&O%hFl>M z|K5zufQOeccE4VPE71^R{llDKY3$jR0uhr^np`S#yo8z7&wtc*@GJo=^dhK)*Ar$x zMPuJhW2gVaXT5*vHQ`6(A{Q~$FGo7tvi;eN{YwLL4%Z_|UQ+6A> z1rih*(Ib;--y5j*ggtH0zA@7db2M|5O$>XHn#-oU(8aa(*Vw5y^ zJ4;`C(+^Z;v}NjeMN+Th3}Y}L5D_y9#5Y>|?r{a%P zOhQou?L8x}??uQ!X=+yE{?pwWboJnteJIQxv*81Y{gc<5?sCnVXrOWd z#Z-7{c0Lc zP*_JuEEpvmmg^&0Zfo=|k>0g{*ZI!KC<&SqT%+-q-*T+z0( zEC>zCiC?(0hpYbejoU7@L0S!!(tjEB(}No{K4xs2G>R4n7dnpkxOJI#64dN6*maFT zjL5`Rf?h1p$Q*4SzYfuB+dK`b+`qH2kpM#hEAKf8zV*mkFW&^ZN-=&4%U6F86bNcj%6a+KDPB9;ezJ>=#7a0qm*Y_Oe%Q24X})x1PPv^OfCAHRW*^M=aX66qng%Xy4#}KrcQ5Uo=-X_rc5|kd3h1`nI?T2 zOjgD{mE+b`+LoaKZNGmBtxvJ~!eIfQo^74g0}5ZwY&uRSlI6`!GoS{4{t@63tp4Eq z(7A1|m(@iul0Y_argWJudae4yhScxG1XK2(2m!Ua9WKXWI~8d$QEdPy-%F0gGi_JF zC>M{khzh6_U_tP78avL7Y_cUh^O5Ok$B((8ge;LVBS>;mH^*P~AM7?cz4}R-Xyv@A zPMAcaeU;Smv2202!a+^f`~3a76e}*@5+VZq7PPf~bL zZO@+5>!`Cmiy5QO56Pm+!=QzuGUQ zjbAmDFhGJKS)w6roFA-RETi|8lG;y%CRmvouu}=Dv_grJAk~_%f$bn3Tq*Zn%xWVT z#RRPhY`GBWJH8_pn|@56N1Tk;t{g8=&POjkoiSX#?(DuGU(s=6thse#U15C_FE{}8< zhSGUP>>qZ9yD+5r+`qN{=WU-JO(4C~CbuT~;(MxCEO*$>Cx3f}0Owc}x*u)+9MZTb zP@&DNt*xD3SQt`Eu>)^bc-NOwz{CEH8oW)Q?Fo? zsMbkrhaDJRUyARE#r+-kV+hFEB6=ah%oLG=Gf^2drG3G0c>Muq7a=F=$bx zX}yCCWSAiBjvLEC40{Tqv4A}Smgn}>bNjl<;8`%xh{c{q5IHdJ4NQ1~pib+zt-Ns| zb*%Jf8h*1rkOUW1$BOvk1sH;YUan^a9FU zpiN&ZjYGcOSxF&o=!ZhZhgM`1dCk|25s5|;zRYDs)79}s2)XDOOEp&r?@D%v0}X!# zL!_xYiftU*=jAwIQ#Ld~E3!06!PI=mhNWC0yaa34_T|@E18o}=jY4LLWKD!7Z8lpo zFkV`x$J&_-(=VZMKD>44(gupuZ$Fn}u7WU|g9u)cGgujUOtjDQKYCPKEFOk%@5_I( z$MbKt!IVzXj2|db>dfyXZ%Lc)D_hC=Wu=dAwmZC?iY*G_(AdBO)q$I=|C-=2sI+?i ze0jEU-y?3rk$5dk>Gf}+F-sY0XxXeSE&+l3;v^9I^;q%O93l*z8sAkwg{Pw7^99UF znt>WJv%a2~l|>912{Df$s-EZ#daTb0)!Etk=fsBPE)6hE*#5R7e?4rR1xuJ&;U4xy zR%2ky-4kZQr%isV{zDF(6~`f@F_~|@#}#D1_$t{lP?^(ECMPHT>@RzJAyNfcq!=&A z10S5hxRr(n=O7|2#1rNtl0?mT3mAy1z-K2ouylZ$7#qt0;po4eDC#?NOxgY$=^f&l zShjb$Gs*hpr0b&a*+zQA?B?DJmo5?2*P-KfK)RvBt;e`N=wD ziu;T$h=kDSY`%S*sbUF%Y8v(UptpQ#7p_gDn4tD-6X7 z!cnHR-gwZNuz#KJJ#DgGFm`IT!X25I7>G(?>xcUH;CoBghGxtd{)MFnH>jb(oIPM^ zewKxGPM4=qp|Kdr=*kWtW1o46v^s6VIu7QkUgAb(;&SM+{B~(`dbn{0lbR~m(F8DY z43EvrjTjIg@&(pk9u-!cMJx#$-7I~sI4OUY3c_^c~?1t)1 zQ?&WW9G!>{>7`A>qRf4$L#4twm}cF$(-2E!r4p3$Q}D4nO?4 zUjF(8K!%WlLY@(~AJDJwF@vBM_w(E7;oQm!Cgtjs4P-YqaDNf#3tHYYGgu`V_@+$! zTb|qO(us@FNI4trTmZIK3^WqA+}VxSyy4^1UO!mC1xxhD`c$$4;jCB_j6EDJHb%B| zY-mD3H}pXp<3!D_ph1awKvD|!($`5SW%>2AewDlQ~PVHw!d&f8rQz| z_)Nue&fK^0rkm3AmhGOBfH1ZZBr)zQf4?ugxi&vPx7@`N)sesA>i7u$0fEsQf7fFf z%Uv9_jdLn`dH?TurW~|Z4K(ibH0?=`J%qtzhTQuG(sDyzxej{w0RDo%*$fs)M`AD4T5j(RiAL&F$_kLGzIv!<8jx*`>GcM90Hyv zq+ht4(J_{re#BmxvM@4AfFNCO8+MH^W@LtKVnKL>n#K;&Sf67@oR3TPGFtNBrsMwYp3i8*u23gQW};e-)P8Q%T1qD>V*HY8d3#;uLnOuZu zD^@M^@m*bA0dd+C{xjt9xeQ{O>`btNTCAVle)B4<;&d<3y`Zqz`iZG3= zu?Gk5;t~^!s;kj~@&&5FcVyeqO)LWM4MB?YP%-xZ^zc+~Ftg{@KNnsF(kMF=3kR zC>>X4&u0A1-nUw_wU(HtoJXkG(uL|Mp);@dM;VA#7iRR475#r^w0k+w05ET(Sbz~h z1zIVl4O%d%_uNru%P0aFhJhsC>rf7aB^a>)Cx}5IhL$pxy77&F13sVdJfo6_gWv$p z!446Sa3HV&oST`OLoC)r&Ym1jEZZ(ohldTehjJP=i6IYd^r&{bzRIJ)XG3XSM%x(^ zWA;~oIB-X6_V)hzmy|1)x!xaXygNVaZK=c4=z{D#MzPn3Vng4ElLaRe~K0W<>uQWqMWDP!=VeL=f3-bRgq_)vI_ zB9WM-vv(^#H&y5h8-_0~dSql|^U8;RaT4sMxLm5iFqnc#;hB{c zF#0)`qXOL$`a%@3+3~dNA_z37mp&Ep?T2b?H_yG@Xi-eKg;p^z83MAJX}#XfFleMr zkPN(lh0&|l>HHPj10~%(NS${5yS+?P$3>;PrDpf%bV3Vr(-4ncEi-xvWsp!(>ldZy zbD6$1`RB``-7`WM*Qyz~;=B@qf~olEni@91wVsE22|gXLZLNR07d4{7{LO>sr9V_n zXlyd@f`QHam*A!@qt=E>^^5b8UvP}C9Usl-#}Azi#~9B4{En<6&*|M}ISp66RjRY= zD%&GCxoZpTc!0@VC0`H`6YvXYg@f^emGlawx{)@6r!fnoVI_oMM+D1J$rotCbQy$S z^uwkeeBpS<#qXLRDqd6B+})j*7^BaMAD4hWP;yW6P!j)BCE1c)$ntaui5nR*Gm6{V zQbBaB!#jY3vK2j~=;zrUAuyN{vWQvDNTA_iF znOCn~F)}l6brJA#2^#AxM`X->`Oo2lpcu~8@iRNa?&e>M^=u-OOesOc$rF6A-PP}` zzN2HBrqgwJG>2wMj4Vw8w%)&YxoJUhPbl_uJH4HI>c;>Ora1Hyz#SAiIy#MSt!||7 zANpi+1d|H%37;7dAR9o=_;IlFqyFGS1*!mcv?)-|Vq;^G z|MdfLtUqf|kNizn6cV+KHt$x!;k>iiTMUSk#M|Dda^WCuU(8rB&+01J>(oG^)#h6B z?^nWAo3H^LUg+(km1g=!GS`1l(mP?Qy!`ZBz3Z4HJ8cv19D}7WisaBk4UprFFyhU( z6E*2Wji`fn1UU(!>zrPMI^Dz7`E=@ew3>PNZlFiZ@b<*j-0sF-hrv;vLq@?7=jbg8D#M@ty7JKE* zY?v@J$ywyBv)|i&E~^!f2j6x5pYKqqUZ!roJ9O_X{~gZs9>!CPEK#nguiO9r*>`up z;(-)^9SEDMv|F;CruQOP+sSosetuq74KsS=6Z-@8@rY5|HI3j$^oet~ln#RF`n<73GSmD3w zwPO3Is|lAm>Fl(=uc>F{*`Oa%-VEuE=~>=zXzMH8U{j9Fzqh`ATwYbR!?W*;GtXEp z`YOW231Md%54x4g;djFk%J}wsTXO~078965G1Bg&w11-%Xjt;mqeG-Nk*wyA_uuGA z&i6+k8M(A_)SnCv7L)tkYhwO%AxikEyz*Ym;2g+AxbUIq7XPoW=-LWvKf-*%2dyPY%|LaLFODn8T6s=K2 z88}X9y#=0Ty`152cROoA9ev}kqMV?K)~+%#DV2g-qM{`8^Wdzx@B=?KaDG4bQWeq@ zJn_Dlh4fmi3w>;~5c^k)c{X1-WF8E5e!;k_$g=?2LKWmu$m#EJs zxy1+ebR1)s@*QSzL1(uOXw(>#$}q00wqTbPObaY@cslAZwaGvw9Ne^kx(tMk55@}S z2pe(l@pSj3^*r%lz#3r5urz~lROsv#;NOw!r)u8a-KI$MRs_xgwip@Kzc|}%p)2hg z?2IX48U|kyE~rVEV{`Ty9poGDuznij*y)h?iBaekVaJz9;SyxKaA9iFr{#aMlqnjE z(mh#+gS0LzCqDABSp9<J5lJTiftXUt=H7`NeOtqfcXNf;A@q*FT5;`IeIUT%FRTXpO)c3<&dbNOL)M7w zTZyRK9LuQZf$R^+>p~V%(q>zWlO0UYO8r(_j_`vYLpCnQctd7pX7A6RxZ?7D9qXR+ zKjX8i)sDOcN|Plda5rUn?t2E#Sa7Y{KQZ*?9Q54emV z^m8ey;m46|eeE7VVgEocwv_3IqR324Ow9MOAM8U^s)*hjv6}NG{uD`ncKIYzjwm1{ z0hS6jXEK#bs@T&P?nKkyf;Fh{=cVVCmLgCL?{bF0azMM%-*#TFu-Bi=LQK!O-tdau zg=FNbYxPn{EBkER>-wC9m$J+LtLn3qXwrKMj=7M*0?;Ikq}U=`$!hLz_eHx950WXe-9IjZT{kUWymS zH|l-N$_g3T?ju1_nRzXIc3Di9*#)!m^i%EpRQ|N@7!Mu!)BETBq&?R*qc2emlq5K} zdIFI!i6aBqUlS7(t?^VQhOZMFT^3QGNGn(&y%GDHz(%8tS}>+5PsL{jq@Z=FS~}pl z?o0qyX={wTV!&+U_DNzOd-eW?4xbm&dSu>65g0-!C&53o`rUH<@ezGq!;6-IRoOvc zOv?+S`x*Q0l%j5@1LEn0yqzb{hw&5O`yz~%g>Y)HE&Tl3%uJ&_0&@rJyh^h2FtZsQ zTPZDP7-P4jz7Na6EUsGnS(m2fW01x-i643Ctmc-Sn`_Bz5uCo1z$Qn?rOv%mH&yVn ztA|@H)?|8W4~oa_0mC@ZMmSNtE0Nz=xiM29?PYW8Z+PJ+rE!J-i^9c4xd77!ti}bt zG+@P_n6$Tio_;uQyza&Ym6u<%TIW*V@&0eT7;%g#tusI`i`}c>)*pp@$h~xpv~Fa$ z2V-Mmz#f!rX{=yup(Xd=*b5H8@lPO)jg3GPigB5n22$#E_=c0f%<5`97=;Jh9n95P zQW0ib27OgtZ*FFW#5cBn4~I0%m%}QRsu#RmrllT~gOI4mJ#30PZibJ6>3hHiK=BMV zDZ3T5(-|=ewY`xFqA;O2_+fkea!`<+ywJ33eUuSIvulBQZ`$OIDHH?fV=6@fBL6q?k@`dvLU~$Vv zg}&9Fn3^(obHfF~BOrm(t@q-(gE8V8a?ukyvT)&`Acn_<@HI3#hilL~&6~e{O9z%W z^8)VPm1%>KEoZr(J+~Y0&%6&`+>ZP^+!>;kpG0r-iI)<9GKP^LzvChP2GH;Iv$ zAamr~<6(+i_2^;VulH2rK|6+hHt|YPufq{8G3`|T5uz&=%m4;VVj5J}G zQp(h;+tFt$mcg>tS!t}e{682v(qzts5DTXWE2z0>U8FqB*uI?LrtA9wp`dq=I#^R8 zh5VpY4GDS;SkvARgjkLcC_gpU!kAOjdEUOOhGLA_hn6CRZwb`i!f_Y)3WS2{jn2LT zU>TwUA;Sva$;^kmE0!hG#M3ljHF#|(EeBZw!`fzmP>)4-yTH&SqHBBg#^}jgy zJ9}(TJyy`d1gr$`LJh=TLlq$vN*Pq+s2IKt&}bu(m@gjT4a9Gg3qr7{oh<4S#8tXIc%t` z%%N{FzdxsF^*3+2-W5!Sf6@hN7T75RJ<0@f(XRw7)*((%JGb=(?84)5YGkcR=_Rgm4oiejR zc1UIKok|k2*OBaT2*>_i=l%Kq@%!BR^Yi)Cd7amJKCkO>Js$Uq)f>%5a*37X13nH> zEdFU!d*b8nYZvI3vNwltWQeJfSd&-i^HTI=c*>-9a`xgpD)^tPb+65|qw&wRHG zG;SuD#+`+$xH@a1Q(4wLy?+D17-6q_lQyCww~pb3ENf4(Uv5w0?;F+2^P4`J6AB9l zP>xPJi~h)#NOMIEaOm{CzKfEg%vw=NHF^efjJ35FTBY3>>yH9lwqZsU4cbE0nTl!O z!f7hcaKZH-RCy-*BS(??!zvltfely}d=am5p?CE;X3^uq#5! z+?@Xo9zdKwAJa3tAY4*j9;;Dp!*(7*k1arZWifC$I8?Wao?44TYQmjDQTz}b&Tkcr zNN%z{=Xl)r;u*E>8a-o$B^%r}lw(!qk#OmNyXhz*-chjwH-N%mu>rLvL)66!aXqlz=Jul|@Gpza)4oSdWs{=*|} z?NCsu7;I`qS$%GQ%I@ShwzMntSUiS7I*jko^IzcjjERX6xr^)5Vg|z%ijb$W*sf{U zQ7! zw%O$~8NlfB-q&JeQTs|g#(HsZ(5t4~mzmm0PNMk1(ao}dBVfzrvR`B>>dWX{$HGC^ z-<{6&wxJ2m6oC@%AuDs0yCgNb$VbN1|BR@u;|PSN)5{)nVSlJT#{fj+r(5>uy~5oa z7$8pi{Ql!_tk&(lY4$}g;Fpj$RV}ESr#(gMHFYAcZrQ)y>9VYVN^(eC4BigFF~^}b zE@v|dXt-N8jh!8@kwq(d0aAZlVy=s;c9`X-%bl-c98xvEQ2U1&pIls`$fo=x)`+ zhy_?6k2E#0Qf&Y_ARsPI0Kc?Pc7wa*LZEwPtEUYs#5l5s3>q~p#9n$-$}8g_<22$# z)HR<=(u|l%wc+()Kqt=Hp+c%Hh8z0$T46*6p#%p92T0S0YL))E$-Z*{oybhzDi=4Bw_)!O6( zVL6R^s7q2O6N6yT#MZAg>3|Ue`iD2`U8ui9|t~Fbc6Wosu>&UHC ze{6Xk@$j=OpS(>q$x@MQa^`2(Nj=w%N1R_({b;@HX+LvQl~BX@`@J`5?_b^(Ce!Zy z1zc7BNdcix5lI=s0o#YBT#tBMeKbZRt~*vKJWcW*Zh)jKCXiF81={lNPzUr15H2ei z`eOXideIBlnh()pAsy7Pdj~N;`-;*nQS-X~Jf-4RC(htGLt8pyFH7mwZ2JeDRs_rY zzeh(|7)bWA11Kpe!5N0hIMafeUv*YDJ0I`mn$IiBsynhi1B9QjHa9n)I;nP7GERE{ zNF=|aB0e|){2AnvXz$ngC_hXL1{2HoT1#GWh^Bl28A@ixV1I8;H%b&qPg}cX_59j~ zE+n)sh02U?dOxX|{4D>7FF)8g+;xV`j}ZI5l@%MjyQtBsAnGdrnRNi)0L$P${X=rF z-f_Is#(7dVH8eVko2^c>w1_)RW;QYI4>YHRvEPQg;ei4-N6~2o&p4Z_Ojx_7?9E>c zYMkOr8~PA&#`$X&+>E8i`sdeDA9N;eEo7+d@MfI9@nl=#(q1EF&62`MD*Yq-kzH~r zgwJk2r<;B7tr2^#5w~|lp%evIITUWGZ_kx9+^%YJb9#cMkGJgV+S977y`kn0fzS0utJOADQHbXC_71JDe(sU38vr!QCvOrbs!vt>nfr z`?H=@I%}hAP>-{^iUk#j2?T2nlZEwG!5{)iHySj3lwE&t(*5fqVV3m5a^C4gLA0dKt#~Cj0Eto!=36EqBqQ%TUn3*|IoRH>kx+K`-0<9** z0>LuEMcOgGh{(8h>Rvig9ew2<{Rb?>`PMw)<40w$q_#wcEwXC<%}*YaozMMAM3w$% zo20_}41*-_7s4rburcv^cNz*nNlxP8cluJ*uUBe%Iyy)ZWNxF6|mHm)T4 zmzRfz3{rQSEibD6^Rxd1xB*m~ikHLpJxn|w6)K;bVP{-vXX>Lp|KN><*g1HUCc_fl zcG4zNS3eX#?T#;Fr&5x1nK`xx(Sk$tY6dqesV|CL-uKo-BywkJDfW> z-#$JpSSwZ1i{!nNvV0@b6~D*)#-8lks}mDb~DqCzyx z0WO^Hv~K21WZHCQW!5(ick9YpTkGt{< zTk@zji3@$!RT8W{iCEkl?tNYV3IqYm>K*y-S=WU!RH0gR3wLeAcKy)=zm5xhUV~{T z@rckybldIBzSxVsFU)zb`gbC_{N42B*_ceT+N%a`*I$kl3K{^z?Iph!CioK{9}m_e zFwVn!PRqok0H84Nk+#iS#hW)6_GJ*H2V6h!0B#b@tudp@Q#9&*FVl@RY;W;wOzEaj zFhSKYcw?9I&uG_NPeI=-PQg$V7y{y|9&DX0C|jSex+EgopW{GP4SXIju`Q*Nc3D=p zFQV?3>Hzre@%C&BdSmTkpx>cC*~D|x9a1h);y?~taFtX06IEgHBg}fJ&4lf@bh2$! z@nz`Yuba}-R?Zu7r(ggQ4-1s0tA|T*z>R}B3Us)sVPp~?Tz`HEF~5a0`oe)!*iWbO zYi?Q)Mt?^?L!G2}+!uJ!8^r|vQ3E5RPOwA&T2rNTU}I|z=2P;{@@z{E+xLL5u;z;> zk4_qe%MJg$#Q%G~8VSMlIUh)!aJ_tt_f;ropA9X@mewLX)=2_3Plc>nUl%#5s}k zn9+P4X;5qVy0lwzHxDjHxQCv1Ewn?yHP_#Fmeg;pgTqCUccu&zQ@Dsf=J+!5<2D1# z2@d>`v9W@NhKvi789m3F zFKJ|5(6Lf&6pFO)yUa1>JZ4wMs;aEahr z<}4i@iNHs52AV$n^>7|S##H+2SLbAfKiq3HiI{R@j@SQb@7Tu) zM?3^zW;_92k}8CP8!y1H6Li@Rt*t+%;-El=v15=&(a;m2grDKEEcb4osVXF@(FkTL zS`d2_m74!`WBbXzC2@o1>EklSS-L0TGaTJN{sCeL{3+=f86C4N{+gOBW^vKiR@r%1 zt}+F8HxihOUCP!;xS@Mo`kW>uS4M!W`-1oUYS&l!`%|%JyAPD=*hO;?f6QLXu}-ju z)$#nx{iaj^#1)v`o0>9$4T+iYvjHy{1EFQr9Fke^F#oW>@a?wrgO|j4HE*wi4TR^j zkk>1_>HFMC^Rtp_^`8o{q_^nWVQR!yLb4z+GvlM_OISvnQ5f2NJ!`ptl-*6!0%m{u zZO5ZND|wMS=Z9^~+x~MWt^nVF=i)qZG#v-prAd=FF%;n#%ocdhkVs4QaTTdrRPx(6<&Mvkh=DOM@t8Ds*$@(HA*536Xsxn2gt*Cr`Ld;z|`*VdA*&*nE= zCeVwqfY)y1!q)^~dFx`bSU?H7z@_;Qc}a$U2~>%Evt>O+MBOeLEL1Ref>azSrd9^X z0MN_Q2W(9mJ+D9!+72*;)ZeM7ooN@;(JC{`mk3wYxrAWHpe8O9&3=H^m03?uW;1P5 zVuY(u(CMf~a3poHL=W5TNR`FzlT(_jSCLLG{`8nu?DAz)vGm!MTel|EOnjv*KTSL` zG>k4#Ox&&UY4{lQO1TieUa{cwdjS4XKqkVQ?6`ZV5_!TIob}s-n1sYKAbGF7R5wAK+Dj8r0_9-Bc+|M_g83?l#|!g*gczM}ylXK+DM3^J!2j7LL2LnS)Zw+ITWCc-As4KW* z@R9$LGhc~OMS?>QlEldq%l_TR&ugw>p0RiYNA5Ld<|7xdyd$4a zrWL5BG+up48IpyLm17M!BRULDwJD&ptIu8jmF!y#NpGO7$pdR_yJf6N{Kep)6n1$x zE}~wyhS}v-px__XziBA5Y!X+TIL88o9ZBgk#@6%Ww051B{`9zl;nN66%^}}}Qr-^? zJS(ylRIj&*9kmaKgg0ESYwPQuVhqB&EWRx5#(mGbi_DPgqW}~KB;~<|^qNy+m#q_E z9{lHGY!(YfofU~Dzd69+{#go{9||6S+fUa3gAlNaH#Sava&4~i7uA;UtFzgUs|SI9 zf0OPoy}dx?dqd)^IoS5z;$q>0GOuiV#BEHJEa}OJp}sy12<@8s`e`WaEG2|{!Pu(- z-2E^Sg_6=?vJexsS6vJ9PFx_e5m^v3tpzX#ecTZXYI47t=7h6i#@vysJNsN;Zx+i2 zyPSf=Iqxsu`8X8`4KV{VGgxupT0Ko;OS{o}t>-a#s_eRB74HoqHO?I#bMO)r(lr}- z&~s0Vn>6_mL;1ihnewAZ=6G815zFiR=0~xHnT*?K6Wgf$u{NskvJIjND{}2Gw^Ecp ziTwH@`Y|5hdgMgJ#1^39DHl=@6KBq34Og5{Rx)bj_%Uxa?}W$wh^I_Mg#nr^#{Pip z2RS(Yn$eU&f5RroE3cKldlzOdT7S|fl>m4hApE?A77pVSETlIn_HXX3+`OKG_^xo8 z-E`)H6++VqKR8+j2C6f(@i{6}>;&~a^9khcDDPU4MZ>g~5EuccJtNRVuPy&_&!CX_ z6>Vb(wi_!yKk#(o}L~ziChT!fkHA5*dg%2fu0()%pXTm zWHd5tA+hc=&BBkVR@;mMubzKVus(=GA!hZ?C|0cLn`T_anoE65tH$=s@0Y$O#~!?L zIYl*szwJOC9m{-yw`fa$esrj@@Tsbq<`qM$S+&UuHxn6khSn01Y;JYP@jh3EE@4k|Je%P^p$FI15cl5iR%Yhq?_L zcF&#X|6xlu0wUmLUG#49#VUNn<*wCtJq{n5I?!=CH@#zpqIDmN=DVLSU+uDX{ecM# zXMWEP*A$PIdqJmm?c8Rt$#r%z_9Ekq`1^CO)8%f`owisFq?hiqMY$miJr^FAmZh6H#Xd@e{Jf!A|!xJ#DJ(ZY{2TV9fUD&?yoVb!9& z55o)&W%G{1FP(*3y8OLNPJttVF#g~_2#N1!xEdRt`}$_{%#%CLAM*@?`If3)^JrR) zEbaw+GtZ(5%ojKQFa-HjFuRC1^4nF#0>dRj6)Nt#{{I_;&U-iAt~Dp`6wbqxQug*S zbDm~T`|mM+ciR}!n74Cs>4ip3`XVdTSOVA=)s2lYP^N)i2GxR;J3J`?i2MQ86sC7B zZ_+!Rm>O!>vg56rd-Kf9KD?Sd(W8n5}oKPqQY#^-wZ z5n82k+S-&LeZfWdSR@mYbpIo3VhPa_jn}!DPmgg>`E<%>Pc3;=#T)P!pbB7A0fpg|=A~YFkE3hBR;7F$ z%k`I>S5***F{OnYD=;{N-Zs`mZb2v6L%KOcMmw;a66&4D_6znLQ}Ff^Rp z!Mdlz8ER_R`y3Qn>)hU#`6I5E>Cqw}$mdhe5!rOjs#JE3|@}Oz$A9q#M@Qa<~8Zt(*C82SC zW!|Bl;&or{W9kiVMcz*)_bRiB7JhN#7v{_s6cXw*Zg#ynVdA|vvFQz-FlQlGwVu{| zcO_c9ax8wmvrLKUdcQmnIvFJWs1&RMR1kUS82OvJ^EL3!%i9#A)|c#1kturumw%&L zj^-942@{bYT8ZsqNamwj8M#Zb3Bq4Is{xz%-%RV%An6?6zt=D|W+XHJQpOX_>W(3N&N1VFKe?vXTn?$L}tU$p${scZ0lppVVbrkLGUFQj%K|N0cdvmRRiQ3}6M zE}`q#JL}F?Piv>``+-|F_*Jrj)4xh?#Q%R>_Ehj z-3bD*8!l|JZ?e=Da(-TU+h_3^b4OtYF6ImIKfGgec3OJXE$y3ptPft)jF|g=Bb1s@ zP0uF3pfaP(Ku=#8ECyt7Y1D%Kkvq$!@Ssqd?c<%IsRnUH2A|#S{DM&9(FyuQ9VF?v&nD?V6E(kF zYZ1Y!BczM#!Q%EG^QIol1-1fIuZ`Bxm*4lX0phkH8D!Ud5puoh+prhSiA3OT&P{xn%ESkj||NYh*A-xwg=_HE>NVfF-%K5As`sMd6 zkgj&?_#I1FYbNmc(beCJ23=-UU&q>y3%N9DfoY%#g9-?2fPf43MX0c$++ZQY-zmt3 zUp;b*SNqml=P~n^-D>-lR_GZaHJiT6%ld+T`w9-;=A_@W<-L&MUYth{saHPjJNZ(n z!Zc^lB{DL;z2wotx$$;)<7n?7Ap{BeE34WE`<79o9%HWh4mj@&73513>>S8GIfLAo z2Zn%EIhF+ml;fp&a}A=!)w2`%8PPOZvTtjd z;~l!iR&z_ySJQN_xa@lci2jFsl`f0F9hRG$yR0^RSB5L?n+M-9!mTrrO}CVq)SeeKvsQ1(RugAM9`mK-><4Gy*F<)(XtSM@PduJ7qzRwdJ^OrZfCP!|a06 zQAYY)Oge&%KoV@9|M4spP&a|7|H$A8@idvG*Bkedr)E(n~tQ)r+<%(;`{RuPQrYZ89 zOcc#`17EyV(482u^Knh@iH`jf?orLI#aKPPoyb*=?-dd|o6=Iz5>s>*LK#p1qyzeK z`t%d$>@v^<09@E}HjRIFS3*KUR9F&!A*dMj`)%Ikxy)K}Pw_uS_}D|1JF+Kp94$q6 z=+u(8Z!GVL3J3t{r`v^{@-7AYl#)?}o>WYa;XMu&Y91qu`pCcn- zkhgjtXF;uX&CGNr;v#3QC)isul(cN!6+JHlZu259h961NSM!!+^ZUt&y50htJLfj? z(SnNRtWkW>7<+_?cKQJ?IIjs@#uLd8i4>-9YbM^(qkUAs{h;CNrPoG@`3jQC>@|-~ zEX01B8mt&Xj74)_8ud#zt9=iWD65;#Wy@cDHVAjyzV|y+-Qb1y`Ji$;PzrFdy!ZHO zOrFX%)iQ135=BAh#;3~puj0{x(7_I z4z^|pGgNOhCRy{a22@+Ko{E_rbTf;bsfukMZuHG%ROA1dZ!Cj870zGR-9Hb_$Py9~ zI=2tI9t+H)`j{iNO5Y7w;ek5E;=Zs<4d^>S`W_wmGKjf`&^&1{=r%VUjbTry`%{%x69%T$3|Bk<)l9629Hv41iW&EGy-Mj-5{6sXE6`Ln7d z$Dc=5{mXahdGYZW&(qTr#7!8UJcgzNSe6iDZ>CkHGQ<^ORq1c;QbNSA9W=(IH7+qA z;BD`;jq`a&$96Ln^gsLvrT~}8M8Zqh7+HxkV-bD%!2S1fQk>kUnDEY*&}Ch{nh(u4 zoG<}?zoB6ON*C}Wo!IXxVuSn-&kk75P_iV`%ys(7Y|Yh4?M>VY%&xX(JEdTu3T}uv z;d>2>8~lkKlj8u2JC7mY!Z*9sv@P{tbgED4p!!{sGZK?}BVTu41N9lPuGBUwwgP(+>M~Je775Q_zm)44AzCb(sSb>~{T*h=1MFSSabX0)QW28E}l0p%a zv85~Cna|+S+~Z$QLm!s*O2#1HE$dbe=Yy>w^qYg2gkUT<6uX}3x$i5(C=>piot;5) z8H6>9Mpac7(Yks{$|zE-44ZrI5-hoP5#4Rh zmmktjj78hz4GE>spFhuoFmw}$i#t91LF6Dhy;ZZOgWrLCRQBrA|4q#R@z)he>Jn4N zPWg(5gy#IXxGh|QOitU4+|26(+nP5d8bIWMPGy>cz{0Gm{kF<5x;=buf%DlMsV?2t zcBgNvY;L6-G7%c-_;`%xJd%VFxvBC?hG+O~%LlB@@XS6#tPs(SNXeBK{K!athWjt! zcD@3CSYHskt?m0*7}vBf|C7bKrtEnm8PaZz?@}Jl)k^BPv7eBlcjg<+tsVzb zLnv43*&n9&q;Z7-mA8pUX-&+!MjJSq-7j)Vrr_`|a_${ZkWwcCQ85`CWLGH~e&H&z z1Q`a1J%f2jN8vi-D<`Jmc%s_i&Di{c5R=!+AQQn-4navt;(3MM`RUDI!e}`P(Ud0b ztn=aGg5dVYZ0j$t?|q;QC|*l}$p(gyv9^Y!e<)OAOu=*BechWIf0^m!Nhy!hk6_y)_rRSF8o$-+zs_S=9m?PMq! zX;cqO=i#Kx}TzVp2(wZ1`wRaPUXCj}a5jI`3k~juk5!g}C>Y*!p z4d_|cu&*jM{~`d$t>R;=&B9+SLv-CX3{MLVY4!BP%t~m)zUr^QYr&vg9w;1 zMp+AoKqvqbhnRUOfGvEPn|;_Pdk$|^&ZCkZLi5BNIJEhw--RlX6vRs}uN2W|-VG-3 zOXJd{flyG}C70ke@>6GLs&E31^QAAQ`Eu7qlO=V(rqQq8c-@Z)CTdcu)M9T1!n6vL z2D;#Y-nc!{8@Uz?brFP-3wl+1j6;M_B;RTfCaA_88oS`|n`y-I%EGO_-*|rJ-|kp) zk5*O@O(#Nx;5Okfpa0t42`6pECQd0W_*Bgpn8t6e0CO2VJw1#sqQ;0(S3*fRBm+n@ zEO8wg6LxbSBJYpj$Gq?3p9gm}a%#j7q~( zf5!BImU2bs_Fyy`^Rs843_Ljt0zw8GEfErkR&M-{1pAJLSE#@aAgT7`rm#Gt#P4ZC zgSKb+pYbl-kWv9V$ZgbOv{V=?`RUY9)9d3-x26L)f}pxfPEPKoRw9WE)wo+%SGPSb zRtpI_AbEq}!yp}WZ>s?~tr+AzSY9-qRaR7B(ykcX3dTpEYCZertAr};zLMRv7OSo4 zy3bgHxkbmKT!vAsOO7w@8X@uNUhLiTcQ%ZOcI+LrEV{Vrl-&G$Cs#)Q!vqN%`LsU- zYa?KC09^fZl_!w42tIrke7R~Y7S^aN!d0UHlbS|;Vg7}yq{;Vj6>b_Kp%)-00j#(FKm$$v;dY=| z+DiG~vuEip3Tg0@hC~>E)}oB&DGNi!Oz3MUDs1S(5Bk4n-zB8squc-0D2e}xS1RBr z5j|ImHGXP_IRo;NoDzP!J^k_HhdMMGsDmq*T;%a*xGG?5j6r39K>|LZx8vnL`Rnj$ z!T!g+CV90;VsU^c6-IU$s-WP>K%3m@+jHNOW*NjN<^ghvFe&l^Z$hSfhdk+LOe54Q zsC{Fz1m%HvIt4-Ooylnmsnc>!1fouK%&OnH_tivnBvTL_^T{{=;p6NpH0~Ly5%9Q@ z?=4TDj|PL8wgb2QhlYnk6B0-Q4x8qB*3B>chWdVRiUkiqs*;zVe{pA_3#wu^ez)0(K6xn;~v}MH2$M<)5 z2K;n=iOh+{A}_xnmu#scP-cm)Y^&Z)f`Bpxv(9JxgliEp@XNz2S}`_mdTMo$GxWUV z#6vhZ!%;n+4Xb&h#=N&G_&Db?6Q?%;zC2JO6L>;j#*b2Q8^Q{c?TNISKGF%bhg z@>#4q+Z32G(AoBZfs)d3L7W)M!rB@Jb)rYEw9stn{5|lJJ2`|+K62niy6QQc6w$$CG!I}if!ujL?3z^^S=F|=0!tla>Y1L&<_bWoGn{WKN6FkIK1JEsIrZz-d?j~`#TnpH!94cdG7 z;Lm}oQ1V`O<4%DNNDRHaBAX}X`?p|i0|hwoPlMV@gfmqx=oGO}2h9#9`S&iavf=fN zAhb4JZ84{oYm+ z!k;`M#SXAT;M;9NbUQy&xHMI7>9PI2e*gkW?*FN!9VZ<;p&78aoQA5oXo*_P78Y3T z3A_?}4YzpIzLZ1&7wlC~yRWRQ%+C#~s{OHAcq4Rvp2(KJmHUu=r;0N|(DQIcb1Nm zn7GJx*(^j$4f!YlEFgg4gju5bAsfR)Dwl3E^-u?>ouIwGt*M~~EYn@-)|WbaF(AW( zg@%ObUi$C!QiIG40s0PpuwVXc_r1hwk;PToOQYV3PiGiF`M6U3cB;zo9y-%p3NM%| z?l!S7Ix%eyxA6Mz&Krrtg;j^wwAsRoZNa|RnElo_Z_eRtshFt>iY8@2Kd5GwH1UJ{ zvdDV_xMg=VG*qqqV{R_kWB2%lR#sN-4kw7^b;UaxgK5>=e6C0brFZ9bc3{WlA=qRE z!@UQQBt0!=9`a?rJ>Vb(>@WQDuc$mhjxrQaDlr}Bt`rgTZSpv-QTTbgr)t33f@a!) zRlA^CRL~Xs^Pscg!*1&54AV~4vM+zfS778}@@-46rWu&M!&iw(R`udc6ly)yIb-@j zZi=el#X`Kdco+8(pC;ZXxvU2LW3#GvEV6Pw7Ka9fMzZr&{#e{}ibSQRhH^!bGXkR& z-U(R9*AC^#X94-f&8trOq-3PPu zoW9G!C|c|V0q3XhJA#`xoVl!rwi|S~J5FX@@wU(Y@uS8I1)DcH6d&0tOKpaoFmN27 z!Q_-~g^yzE`0A@IDi#*NGlKFD@Bg*vHq~{kDVTEoYdw=e^tZ?~xY>hUmW!v!LWWA> zqgpyQ6NGnQmsnMeYT$Ml%t$e|PrkIpm7#*EExqem`rk8_=;IYICJ|U!wdmW^8ULqx zJD77#FgoDeAXOeN1<(R9uyt^c4Q?!T&*{&(Qh@zUvp_^Uy4^?fzM$Im&(7Ac_=Qn! zWmy;oGH`7n?%Ubf>B%aN>tMoLBAJ*Au0=TI{v7+&4fS+WCMpN*XOx^gymp9F`6=>g zEu+xj)^m2ev9X=-=dtK>A5tbq>4Y(1Pg$0f4%<(l5MBmgEbRPv*htp*`xh)=g6rG@ zYM1Btub1moyWSfH9}(nThW!Hgz&07c5@2V?2|2;Gs5b+!Z~7Sy;=+$|fX8glf5-f6 z8TBoL_~deh>hr^myAflf&tzZF^Bs4NkR8gC(PP~c6^#pIX>#7G8?{`_~q#KTILwRX^p!Ehd=umzoe% z&FvS9Uo+1c-~(2gKiw$O0tx`&=`p%70?~FhH3lnVcDy$J$9W)!nZlh10qdZlb>T~* zNf^b$9L6ebW(GJJh=sv)2oSjc<=g1|n-qrHKF9P$aJpU$1>Q`g+%~byl$?w&ME9Gz zv~R=N0nb0(V+z&3RgB6WTKDm=p)dQ+^m%*YwRc&{`a9taRp5|+j%sd>6plpb zs5VQSLcT3^Vs0$J;R07?XL;aO{Mai>V?_<$nfmfZOF?ax2=4xm$l|rnEi992Y}EaHibA z_fKw22u}Hg*gyH95br?$JULhxHeZSLQ~hX5CRo#Djq@6IcRwQoW&>1Vp*9m-{JhRZ zc15l!Fk=ljXHQReal2QDm zX1)1+(He>7@+}I9qyoexUpwawRLjySL#s=XkX-~R0SJxoux<8dZ3*qx0j2o*Gb+r2 z76w=FM=BpPa;R+%8T^;qXV^w9<0zL%O07G;O)?vECO_nnq@D2y_R#{a?Xf_;plx|8 zfqC$mN_FvPTA`RPZ2{;@fM*0H8#&qFn(joQ6X!# zPBrWbgMlIF!I?uQOD5#eaz1li7%_w{FP#YDlLbTg;2VYdj=1=Fx;O-cM7Bf|2f@ME8(EHB8>_!fbS2iIk3hL7{LL*i%UwPE~HdzyzhvJ6!~yQ z`Cvq2+K7b$&4!J?i>#`k&KDF|X|Hv^)m#|8EU|M|-hw`EaLC7fEL4uiGHnh2q8Guf zdrN3Cg8=`3;!I5Iz4cu&!RvkmxvP?qCuNx^=#u&g9bdDRZdcmwaF`?yi}czZYfQ94gO-j!6FA;48- zWL!gJev=P#hdK3wWrv9A$d zh*GT@Q*ls?fM+T*V!vNR)r>EFJO@52m2|mc_oSGt8q#1sIMp-l8$QC)Zw8d{rzb2b!@|;HJ&ivNb z8`D~5G|xUNiMy6s!np>T1#IvG%Hm#)XTMgDF=qQ3gi))5FV2%oG3YrBezk>X9tC1; zLa{p@YO+EKFZ|0hQ4zg?Vp=BG_9f=CPNAFr+uB`!oD0tlcK>0X@M(Sq&-MrFC}EF6 z{Kxh}53xM3Z-FZ&KHz)UI2Rbnx@#Q9(9yC0)3u*b`a}E`k}E-OCz7zxw+q-{s28~x z>}%e6t`o|FUo!ak`T1ehz}vz?T)s4iZ;dh9pcY|r4H&<;tmZwfE7FJ+|2}iD(saQ( z4R}dFBGaUQ7%tlp`@mx6BlvX!)1oJoddrU}6?if;GXV|*`=T(6G(ZwV2fjxi2tklG zW|M;u%$&R_Zv5$W%lSqiQT}y>OB?hY7$vYQ(8wC*T@9{nW0YQ{Yv;T`69w(GJG@mF zDC4Cf04tQqb1wktO!u>b8aw;Toy^5qDr7yC@vZvIFf zTR4dEo7OW+)bg^;HU%OECbt_?>(*P=u)(bktN36kP%j`+;IgL@MN(K85>4v4Ion)a z*0cR-V~CVzMr_#zVSU1b|@8G_%ucWL5a*=DN+MZ#6K{2oq+gee%HH3{3!NaIp0U z_J%vNzw#$_uSwE@wOeInov=9yu4aHc0OAtF2`t#d4#Lm#=U5^BreI5!Q(0zOKUb%Js@9B4pP=SS#b)SGwo3})iW{-<77YmbG7plxmbDjAZ#q>>x zp<`uhK(FP>Gkp=v7g56h{hnIi01rfg{t(uIsT+OmC*Yjt7GksYv%ZAAX>!Sz&u(t6 zO_f{6OQTkLmSxSI5WMmYJ!Ibc@^F~S>=2f%-nN0|q$Tc2po8{NQ&+QUa5=i)#A}GS zS7Q_pjh55#`@bK{#i*gJ8LKo^@xNyyo}b7zbkdtL00uzJO#z2C7{M{&6b6Pr^bhOB z*DI!#+`I7WYntHa1OGcX(i89P;$!m0(CnJjyJBH%$Ui41-yEF0tP*g1U%*xEiDzC9`#UrJ*wbv@@9C>LrEK0Iak>di&N#>n;gECp!u z-^~AFNt%DCPb8lGqvW5h_|QEI{c6~v^lj-Yx9*0gc){P}B0t9)@NJHsbURUjd|B{O zJg7~2tJ!kv8Sf2U#-^k=Q;9Gn>hx&uiHl2OrVM~*L1F3%C6$T-M@#d%={AynDry9C zg@79lAX88^!okiS$ZL1i1eO)l*4C;K_F$H}X=*0@^52ftFz*!oVIFG4*Ht%nYB#Q} z*L>4!ao_JqP!rZjG9P_{)rX*4!&_>4(#de{>I{WvG;U)Z3bMfA(NZQhVi!lWh|1 zUP@s@ftxTQoY!OUB0`ppo6z%`a5}zr4}6A)+C4ds$Q-0ZQzg~EH!-GrRTQ{bT-}qR z(PIs2wbEBAEki`c@VJiaM0fS1JQ=2WP>b995k?$vjsiRp_N^)X!gdE?Fms^xsabV8 z|B6B8HH*zL$UDQf)`QL1xx1$ggMlRQUq??22Bl8K4&1iHg+8$dLzz0+YD(0wfd%yp zQUPKWBaLvT%`ji&tekk%gj5eOW%ZxI>SWk}QVk2s9}D0^I5R~V`mOM=CDx3Ws`wm~ z;_xj({z3DT=O>wTZa@e>EsSYsXq~Qa^08(^hrOc+hBat#+bjF=wa3S^AHHcZ+b;6$ zDOIXTY6kA(!RAz5sXy&FdKxTQ3!-gD#F$oPw;}2Y%)qWMxcX?fm_rK#_4J#}%tfgP z`gkaYGk5g8oZy7C~1aWzpd+K-&!` zDja!GUcsRXCTZiPm(2K)0!t=+^<6KnL{cx3@bofX{oc57C7cDZLd{KebCgS~%mV)C z*kh2uY})s4rpWRo$+9HL-blLNtMtJlycyMs?qu=iR!W|xepq0ykl8<7``T8@yO2A$twPEym8Ez176eXM<940wzNRL5E|S9P zE04)YgE)VoRx~tXB{PzThcM|Dgv(+*Z`32p(L z$;e@-D_g&O415wIsQ+*30#6l^$8NxCf|y2;SLG$pK{#>{3=9mg&O_eVc&g}xFt8SL zOFvV*ioN7)OZLOoGbgFApIC{et8f{qp`nO^XxOSYR*$*`ozsunASm^ zX7;Gd+{$_8xqT=}mBdK2gwdL&%}>;!DP+)qs0hln=qML~ggSiZl)s7p#^@|&u<{c6 zw_lE(!zmvmbZ93mAH*r2Bh(i_Xo%qli-p~1kGn4xM@BDWK-Te6kbB;tA0%gYa$6%#9xIcU?K2w|aSVG;RnfuzYn5!G&4@Z;CpC*Xrdz+C4 zLxUfA=N5ebd?7zSi`pcC@Y1unKv7ufj+&Y~7b#vo36ST)0M^lHF|g`j_KJ+su+Thg zUe56c^XU=F3RtQ)?QqS}BcX1=O#fSQ3ad5iOxURiP)nC>Ki##MdCWInRx;_V7>8cW ze+m73ev5KXrxSa_Ty@uil6ciPxR2IG%S(XSz#SQL>o%rAg~18{6jB8o6xcBab*RwE zh!l#+FaSlAPd+q7Di~v-ib7CJ6AkiUAqLV-nr3;w&shiutDba;hGK4 zMMh~fhhCQRxzsHVd60RS2JElBBcX@xHxVLp$yK+^X0F$j*fn*T1EMuJ_#z?E4m*GO z7>?gPb8C`Fwqkg8^8sD|Q@iVzm?Gh4*;#_Od{<0D0#<+~KxpR%RTo?hxn~=8D9oX6 ze!iQADiUpZsxo+VBr8DsN6`&pg|PDuGpm7xlut$PUs+&{em3iiiJ|@-7Tl))jI95LP0d%Gw zLph!{M#NiBoVqt}?ThJ{k~Ani?~sqLCowM7dE+)SkEwKfd%XkhQN9eQbm41?=>b22 z>)Ejv?7DinVll*JhDoWF_iK- z=Jo^nH}vQ5^BS%sy{Zro-)DiiBdEv2W%S^1Z7$sf-Cgv`(6WlP!0Ug)X%pmDI&IYW z%hZsB?1YFaJi*3BI*6vY5hDj|Z=0PWX<%fJBaQALbd+G=LJu=c-kS^Av&Y6VVx)(Nhuw$#^CpTo!01C7pIc`x{mVn zq)zNq=DJ&19v)qIz4&d5$j!C2vXw>|zJZz#A3`vN={`pq;jfJKOm%&?8z7>av;}47 zK5N#E7qbLas}8YXF9-iTu#(R)mW-|E4X^HCGWQn;E*BBfrwgS24G^>U2EM>$4900p z$_y6P!s&W%@B3{y#>lAi5-)R}OYP)%L(p8UcSv^Oa<|KY*#4n;?D0k7+*$r-`YRM2 zUgN#LiHpkQ_W>LYX;g5$f}X>(c3f|G$)a{2BTE5Ikvw~1LK$!`E}^|gq~Obh|3j`p znZ&-(G}tovcYryMIOlwuR~uqG)j8vC>+&J+)=hh*w+8h`t7F(eqYi_g4YM1C_bSFWSEX%ZC{iY||FAjtI zn&!^77&AWk-5v&-RcB{siR>8^1O*^n6i_j7o}Vu}xXcf`z>#-qCs=F3KC~QHek}_; zmD2ab>AZ~d={i*B6_{X_b)$m*PyRm`HRK2EBdd+O9}nVeE060s3T6DdDr+LLG~W@L zsk&E3uYRhlr>8LL8QEn4<3R9D!;Y0jH5Wfh7yi93Y>6*dJyQR#&W2_Od?*DaB~M;A ze4;(~vAC3r-tN;huk1Q8Z%NbO=-XRW{!HsWYXCLisShX1g3={mCi&Pq(go9H_MSF| zw#8$)zHMXxGr{6Ps^17*PbMAbE&X?sdB_~0K*u3#nS!>M0kl);Fd zjze!})%CmXVWP9tnSz*JpMjwps$lr-*Oy)u6cJD7k>UE6ZwzPjb+UPferS+j*T<_* zT&CW#5V6hl?fd-Pf9>GO(MZb=;#|L9faHcaL! z4DKuz#@xMV8P^dM#VvaGj=ho`?fohNeS%61jyr7G4)pnxr0BZca>xn^_)TxS(fXH( z>~C0gjEvr-j+4hoCnTN@SipM^%RQXvCQ?>BuHs+%2_gwpDR4>@@j8ri3w{|TPDo7L z^D2RT=LL-&s!`ODXWIdy(zcav-(Fwk{p+aI7xE_dCllNs<*RB9A(X*T?mcAt4CP&w z-)Q;uv~MWzfY8At)K!c@Gyb6*CLL}8XA3_c6!MxdX#xlCv|ArzDRWi`X~33#y|`GU z1WEFu`Rqwq{Qy(7>nDe_)YSjlR;y>-A2wVUR+qcyYZ^GhF1;2|uEF(@QDNMA^0Yna zP0Twr_D+;)Ma4y1i$r2Hg5+!glw1|O^Y!q}BfKE7&~E3Y{CJv(`(S3WaR zdtm0Uxq0xRMR&d8z`sU!Dp#09u$TSDoBJY^+6RujEW8%AsT8iRVMA*f>IwV_Ad#4?E`P-%`bSiqACvpuaP-o|&C3$#2o~OS8JFiXSv|JFoXP zgUg2SL1E|-yFiM7J_l9d5=iLMb|z8_AfCj*-M_ad@NYWQ;bXnNEIkw~)k>$5#wYLN zQ$M=I3h8;RYcDFW`f@BDF%Y}&ujyLb+JflmuizDWz}l+$$*XGHF$$-o=QS>>M2wf0 z2t2?m8yj-!>Iq$Qp0Ep6*~LgpON;lnE1-ulm{d%j=~=`SInLYA__(!hGZK2)svg1yFb(MIIBMAf6lvB zTxrr1^{^{8xA?LMd#{z%F2#G5sLNuAv>~(vPbroqwLTT4J(OcCPZ09Hd#eBnVH|m>zvQ``uz{T>wB(q zUFURFyuDt}=Y2o!$Njh;cOmgvXO`HRnIB|+mGX7b?Cb6h!5=6tDd9PO+_JeOG>4mF z2ceS3yaFVeVFO8MP7gf^;`ku9HBY<$z=5Wbf-(s;Mv|7tQoHT!W-Z2^+@Qo2UyQM$ zSEF69$8Xqbsi)8?Cii_ok?j|K&EtSc#zubovBjJrO_|blBK4#T?(Sb&(Z+oQk z$<(!x3aQq)C3jKPZeBTPpkcz~;^M+3BjedTlWDQ&_OS3?+S4a2b*IJBHDr# z>N3_DkF*|9rkYc_)^;GPQ>f`@nY@E-eDT%xua22Dt`EYP_>~L|)3h$sI-Z~UJTo znYqXD^H)tsoVeuah&cr;9~ti-TfMj;^e5hzYw*js&c;OHzT(o)mmaX)?|mK1B`DZB zH7trG|8FqzE^*EPn&C~stWfm8qVe#TLsryBdOIlH5GO}@&x+n^WNTEZ7|sK zU7xKS$Ze@kP!m;niMcVi^6$gyn(}n7w6^Lj@ye0-QC>IfFc@k^#gyw`r^flt236V{Jvbu&gUKP+-X!-&Xhc! zVsR~B1W1#Z(*N@1($kC#HCLO~aVM8KC_vy^0nHwlu<*B;mH=iFcH5VaQ=I!8f|~fx zwwckUUw+R3QS*5lDH5(zvSi&Mq``ac$eX%Ql$Do*zCY5G?`X>2{ph<@*XI0<<)OqCT>`{LZRso_n_4wG@)7n|)mV>lhM$YbfQ!>f!H)DHRIg;kALb24}>7Mi~ zjEBpsQ>};B^ccL4g$U6GEh!zevX-|vC)8Z@CP^gP|IZqi_qegOs=jageEyt$!Rba- zEwQ5&)ncC4PDX0ek8w)g$>p&39QIUGqcJs#wqIDP&binz>spwR)ujVh8Z`RPAtu%u zPhEYcK9u4l~au#fD6ZXKha~28k$S)?Y|ZPro-oOg#JRKQD8rIFn2Luc}=WcwQrmm0)dqhg6)h?V4qk}=mseh{5LlI zZw_}fle2S@ubkjWnH$jbFd>{HK*zp+e|B86>if+<2ukO|pXnNi#u;78W}BLs`PiOy z4RshD9i0!xTr9kEAlxR0hZR~*TqjOY&CJZSu2gXtROVc$WsUe~ef6tmC*hn#sByt7 zQ-HQ=oJh8qIYT1ZWxDfbPWQM)gBdOSmIF?;$v?%JOU}0Z5b~Kf*>1{rT;sz(_TJg5 z6d#A_t|^k0s2H6&dD6P$uIaE_=C5D3!xmCAjrWu3O-;yOJjW0z@@DX_0g-~bYl;Cx z_9srC|CclixeAxY5~uMit7~h`&u#59-2%Tox1Lqd>RsAyUsRpR~6U;7pft&@3IXl^)0_y z;E5|K1q!#G-*}6MX#>?RM$)x&^+LS2JLH-;#AJ9FLoNiNSKQivSAcr$&!46V^AAoO z7;nyOa_*U8r-)EG)SUWn+Rwh8uRy63881emw|x_n3ws9FG(&W~m%Up}mZ>Wb$8RKKatCokCqpWW-d9;kae*6S2PH6D%A*{1$62o!sMi&eZ3`hwAF5Oz(2)sEmX3 zu3Y)M|NGCvMOtNNa;u(4XEyKa@89pE8#A2GEx;k+Aiyv|{;X%xN~J%o(20EKMCrPH zZaSL?`(K)Gou6D4ksg{2a49yrX)Ilot$Nj_N23OgCcXk1KiGhw{%h@GX`4(t1?2Zn z+c=TPKt@V$s3&xrI3C#g$mXq?-EKKFJ|6P)>Ch+_#p=&v5}N0plbbge4lCYbXil-KjbHv)mVZ`G<0)St z_pw%n=q*A20CHU!{~LYjQgQ5eJSXT6R`&V+t&ybshIc^M&RHz`Mi~X0ERBESeJ@}F zRriNv*X8Uk(UDPyM?SGR8&E`gKxb{YL&hv??xOy=$wK*pOvXVscC)`+jtVlJH;Rs9 z^Z4dhUwLcEH{SIKVZfQ!FYzGzDu1Y3TIWzs^5^ zQXsLNX2;p^w|urL7vCp7tqrE3KI;?5S0>XpI5a^i#>7NH60Sr_UKLEAv-g~d4z-0a z^QEY?^tZIr<(|J-FUi}SG2VZg`P=x{9F72;tfY-Sq!f$4YhK1HXNQKIbyGd8t$5*m zOWQd~OI?bFZc;)tjEq~~+#DO(^O5rar_?>dUx`q!VuoveIE-Ji%&I3LoRhm9RR$n& z&Bu?4cVG4DoW7!^wadW3AX}&K^JuA7hrhhQ{=3f3NjdkDv(sImo`LFUZeby*K&B)! zlgcmC-Sb+G&aJkV(hOJl-_qz%x{pZkY>YceVjXXFZ*T9^y3p41Rp-ie_P)M8V!u1K z(p{A5w3rbfk&G{tlF6a*9=?76z3j$D)l$YolQiU-ozBCE1nSx%Pn-vp((X7r)_$%z z^Yr5?4=)|Xp2bI}f7#gBfIvE{tsPsvEKcd`Q!*o)eA~L}0@H-UpF~Q>KYpAOBLTJC z^1-xw6%=mM?W^{UW@ZdO>b)R&6o3nT8@+P31Kr)-RL1RJkux0r{JvE%CzirRfzgjD zqECq75rQ-ADWocOo=q7upDa_|X$XBO{FHa&sy8KxB?ZU<&bmJg>oP7mdo)%j{@(r| ze}83&F zgrJ?c(V}+WrCVC!3B*(KIOS@&I}@4Fhg~p_qedlQ@920=N$F# zc*Tbdf2wkAyK&39h`S-S)V0XobamnPZv{8EwTGQ9@^o`Jy2C{0l#sk8Cm%$-;Ns@K z-z$622blWg^rGs;i_w<%NEV!Dy>(*>s{O+9sh-ECddGh4Ry`*5fQz+v4 zTxs}@C)vM#y@%$SdlQF7D9y*uN92R4?#TzICOP#nu(C?p?KI8lo;*RZ!-@P5vdJ6r zoqDE%#l`i5#~ts-l_s_8Dl6g*UZLMuEs;mfOsJ+_X!7v!)ft%_QVkJF#35s>Hn?zM zcad#>Xat+s@S|(`L-~1r;o;$FnVIC!W#CWDEiKiezI0fhev9~6J#iPt{1JHy?=mL4IBy)ZUpNPl- zoU*;Nmw^M(KRSoYSj*Z3me{(thz3x-$||pXbWX&z`7b&$VpR~yQ!`qJurJ7*c-yzM z-qrtE7=!VWe|GlCpz=K|oaEk%^`G|`eS4E$j4aB*!67trwCFr!yTBiI4tcW*6n>GE z-pHDWKlaYfsiGU3OL^Y4V75)lwzt-cr;B<=|0J}U68Gmdi3_eY;iL8E_fPw~cONef zFISa5a{2SFx^;VncJ4#ZhUSl-&kWn2Iqza00u=%ol7fea^gad#xYIgK%nMdk)GJe- zH!j|-;JM46On2b2^(jE1yGoFtN=d(>@bw|MW{maVG@&b>C~SABOiFx!RIATG^5*I! z_yTnLqf=5M#lE{#b5BYwvryway5<0Ni$ z`)lxq$IUB@w%Q*)@5`^M~1#+9|u6Tt^Pi8twEB(TeDG=GCWmG{6>FT zc}V4t%wB_@&dwk#oj8nrcR6pr->JW;DQI4DUO9Uu>%|Ls4UMR8$^u>@y)wr%c93vv zdiQ3Skzc4hU6bGj)fgTZaFVWMXzfs2tYoMSw=G*jQ~s)6=c<~h-KCA5G0X31$_FK< zhlhQUM8bybR%ZHLR)>P%Z}{p~L#%|mx~UZT+1(7gOG2ACjGI!qD9mQ>fE3R-14bka z4KDetb{-T6wzf0k2Hl};brbWS=H00EOTRvz{5gHUuS_w!KRz_MFl6p`N|N*1aAUDn zmNvJvv`0^+ouvM#lNy!g1RH5bT?700#UbU0rStxI^rT+jTls~o27Y2E162GTRZ~kM ztPyw_gbneXJ9je6Mg+Tg13rz?^q}RzM`*9Y!>Pk|b-~-IE8k={fG9rxL9e&LxeOPS zBT{K3MMZhqI@hHhiStHCoo6!!gh3QiJ!Kw}yQ(s?S zSxxOcj7GYpT>PqndmN|5J+t?kM|P&?xhuOhR#(&9u-f-ZR1WMOe?Z>AB9o$3%C>cf z5a~!=gK)a@*;60_M?idlMR_OzeSKf}bYAMWo@78FFxg#M4fGdI`u zT(S1(Pb=3CTa{>Cq1#lG)kWjYo2w**3bAqfLnAFcfL#NR?xx#)VmU0jdwfjpZ*SLwCtP zC`t`h6N&7=!ecOcILL=ipKgBXeaLo!-fvEIlt#T4%d&Ek3Y=)%wl`PiALV)Mva9&R zdvCf&WTfSyV-V64L?~PozE1N6PW1aHClwSF28V|3BQ&5+9q->pD>!E9WaTGVZCiu@a%e7EK7uvDc%>gH>bxO zDTl|LeA(JWR`G1by4gmbg)N|97lVfMeX#)#2B@vD-|j=n-AUdY-SJ<)-e;)9JxEME z-rl*#*9UvQ#@Q>bZ|`Ga33>JEOaaq#E{fX~eV#JZu^s6-85(YlwOWA(Smx_{<9$Wm zW^x_2UUPLaHlNnZG5O@NWhBsZ;Uo zG7`hhkHpzj4o01c8%X~oN*R1tBlE5w(h~OB_PrUhLp_nYy)j1kq@bC0I(Yi9@MTPo z5Gpr4y>OUsnJi7TLz?do(LWM28o<85<`y>Hnw4*s++^I`-La2=m^#$Z&^SgNDknGG zU)3F01tv+a!lOI0xhLT@FLh)@1P1FHt#v~!LP8E@k_X$hf&-B-mue%OoFuQ^$B3rD z)RcAD(Cq5`Nb$;d_xX*5mXU$&%>kAzMsf1@y9mY$qolKC3wsH79T*>Dq66J<0QmX| zTj6|i#TS~ym9Z@B87?c&jU-L}vlw5zr4R(_y6vB*^MV2n+^{&tV{>wGJYQ)^#(7O_ z1V#C0{=zE5vU!t(^i%HT>Ef*n^7?LMtLrLEOMjTTvf3@1lv*0i<9=%1_2b~^T%mdP z?3wOHZPwS@bMJT3rU4~k(T_fzd&nn2fLZ99F@*&~3qt5Z#9=F|6Dc0QFA@Xhg=^+t z4A0ienuPmv+_ zL)dFcNl9DpwsADs5yJ9w=c?ZwMRy{&lnZlR{z(zyN? z*K$GX5VYwW)dS`fI|t3fv1hw-Yl;6D^*tvi!?sK{B6Sqm^jg2{Y`qQIa~jxwZe=CT zj3$&xvvlvGX4#OKhk4SyMb@PO{5ZjrUT9$9VVFARaB z_WnF2&{k5F=kfCdkQYjOmyrlD0)_6P*Z))j$r-d|van$t!FYafLlJUH9kLm#qJC`r*76a<0!95?c#UvuQ45Jd5FE6 zZ!0%#V8{ph?*NYBzxLT!vC(z9#g8!)*cWm(PM8OayUcMx`}36iZ_qfs`^mMAKSH@Y zTHxbDf)%$s($WVlEG&w}rup`AO4>B(8(b9vHD@4X@d$bjtJQB#@5hi@hxsp=`bQGyNJ3E#v_AxYE>yR?)KxYN38pb>2Xt~ z?oFM&efxQP6*7f9asfm)kYTaX)3dNh46)~$sRn&6P$RDF>nMH`#hgbRR1}LJPrcH5?RNtab#p18hJvWR%MOTxe0x3k~du;yWbcf}4s=w?a_ji*JA&G#kM zIb`I}MtOM2%v6}Phga}kHD1LbOsJ*br<6{QPT5hA!^BkX>Z%JG-7iLil8He=+10_F zNB2__PY!RAxJ^JV7>UXDdK@wm0=+pgJ_Vx^baWM!lq5~-3ST6kXt||^ypYZuUy^>k zPrUW}ciZLBp6D7KwL%>m2VHs+SQ#6E%Kg{C9$n~t=nft~_D{=R^7ly(x(=d*xr96p zKxp0dij;Uz&NGUpPk$!Lpqf4vYVhvP5f~?B35W;csmCSUW25H)FCah*Nc8 z!|NivGNY4YA?=fK#x`EZ1?_I^(9r1hVrl%TKai_`KwbOh>`@LmeY4AoB(Gxw4{?9k z>1C_4n&h;f%GW0}l(MF_mRmsJ>+s4qL*ak2oGF?fcYgUjzMa^!o-xNVI2lmK(dEuMK87+ye~JN^5;r(Vb=L{&P|Hlv>b{sEZw(npV^Y@_~;oZ@oD8YF0rco1ZaOO zr`nCu*ybx2 z=5g>~dKw)QGcuRS{Jv<;8AJuam;i~(d9C*jyw>|66izzF%hxd%Vl-#4y~c!BL~NPB zoYtOdlXgoH2!!dGnZ=D{V#cNV&~~+u%XjHBT6SJi(tBQ#pSr5E9kC|GZ|D5u#}RIR zxn12>F@w`4f9i=56i_EMQV{eeewG3G}_jf57GO_1L*8z z`t*Fzl_g4?GiT@ynMf|~eg4(chWT>^x6=~M6E%t8tk0x+T6-0qiK(u7oIWjRtrHV& z_x*9upig(xi8tsa{@{}%uE-^v!VDF2Cdu*9r*M3^a)l=%Ly$G1HN16W!=vB<7sU>o zyNt`{MoO>OjtarrBIg!^IZdK%|0{DY&=>HAik*4gR7;;#2whL#cl5R(Kmk(-#*Y;B zNx{TXM!9XxrO*z#w`qirshC)&@v4=r?Z=KB-OG4r(8WXnmpD-Ss4LQuf%Vm5(?n^PUmaeA0`38rHLsI`0MCJ)cqe zL60(A8%9W$oScM_bYQ9`o{oy!u}O5}Cg!`qJ4#4MFjn6NSSzyb_C2LrG?)>mZ@gN% z2i?zO$dujP$7rHtyf(x!C*&~TxiSFPJv%&hEcSTgsqS}WV z^WB_^ZpLt6$gJvRa&3KsM(ruKzn=(&pNucB(0R?~SfW5$hsN4US>MgU zvFX5IL(Uo{G7}4r!|?pi7eCH?`N@`JE4K_-3EW=vyp*kW@ByWHEoB)D@q7QFf>{&5 zigwrLyDv>G@T-I?7s?#`ORN+Jcp(;Yg0*kRq=R2fhLp*$mvI|=xzDuou39DXLY?VX zx9TRiYiw9GfPI;wt2g*4->~K0UCn+VBf2)D9?_RGBp{#k$ zC0Syz%uKQ;uVU>uhwBe|k3S6tO3;p=Vf-LAmRM8)gop6a{l5fMsFTwjOwl%f+?OjY zBY$koYuIF|xW_4-O6DH6#{Si-~4I3 z!u4%(skP^IfS|Lz2Q!&1+1pPX1+nEH3_gKW*?`8K_x+4|+I-kXyKEL*lb)IR>8 zjG*K+?k~AZM@EWcTurQ7L7Yc;q}#J+PwQOQ{N4Mp!G-+B%m>-oMRYHURiu^WWYC&N zwvTiLjeY6x7->#ZC4ZV5T-&p;A51I{kK2}1Q;kf?3GM7x;@Y<`+jwg83WHVZRAIV{ zy*(WQmv%tqSgJQi<$C|@+)xlFaqzWM<0y)^9G51t@`l3q*$_m$_c%sR>p^) zB%hn_BlljNqa2TTlOqLk>nzM2VX>7-IsfEc6^XJo9?C~} zgA+U0aj3AEHjyT(@aJvA4a*Fq3JY#mTiaaC?VWvH8XluAGN-i-M0zz2rZNYX{Y$m; z$O<&hsPPPMyjomzD$TvXu)99gSzKC1Cc|WSoV*^iCfbFEP)$JPm-2fy#QAoL+r%*f ztFVb$zv^A!dmYOxS#yz$5NX-G?dOfiproaJi_|xMcn2^Glq~R(I|RIk&WQn?t_!qU z$dmZV2|}m+al!b9!TZA(c%Al#p|rIM%8-<8n=>zwbrdA%RzM+8fjGcrT#>DxwwOsQ zFrKPp|LY4k@DkBnK)>@GroAC*eh?RD-gddFzJ7^NhR~#cJ<1+~KdauS;h`2$z?VDA zCwuKHrQfIc*k9+XI;#gi?mwKN)U?JV|KCECF%P-1RnpfmAjeWT3Xrm|%(bY!V{%># z9--Lr-DQM^5ONT#%`1nIj}q=%iXHoQbA=hfF8bhPM~)xfFg^x8s|}?eJ3BktE`F-K zG5TU?O*4@5x9~kyH@~-ECT7fNTBig{*k07syh#_AmhQ`5xIsq-q(+$P{CAZ9${=hM z3=O$Z%S}GuWliLy_7S!sRGz=mqn-}s6Iz+FS2S#**QF(yD?6EdZd^--#kMfN^~TYl zp(g^#GTlBxbrXD3e0!rPSDoY>j$gUfQ;}Nyzpis*qoTe2E4A%=qN>g|iF+R$80ZJH zW%B9oBW;0|-dhW)t254(VHkH}a_+y|StjGnV}&Fb8_Q^MvKrswI$F*i7-NIC@wAl+(*4KL-nw}o zWHzoq>t7|GEJshGa@f06o!I+#bX;oa0hYE|K3iyN;QR5qpn$!kN12Z7MS3wTe?f}P z&CgdM={6M|3&&oaxoJCZw*M<$ZfQxZzlUT1vIRv8(iO1~Tu@LDx^JKqVWYOl;!fw+ zPsTFy*noki`BE-6C7-I%dL%0=yEpHgu+2Z?GczELgCirAR8<@OpKShvx9c(EnCgf6 z7nic}v;D8p8WLqkrM%7&xJkFpT}P3HZVQ_A+^C@PDz_ww=aBXNSQwMA!;!~elJ=AD z+_A&DSEG!Z#Y!xbOU68;+sinA&rfLAsLUj!>^E<^Vu}Z-6Fl*)j>{)Iwt@>fA)=J= zKr*iVpWs+xHG!d9osJASrVO*S#7_o~(AZPDya82EqJgm(&MlouEIOu=eS(pX9>TYR zi)70$ZP@`Fe@dF`^oHvYB~=7y1tn71aoRuJ~IXP?l1S_FQlb zBYiL$fby`8)0-L;M1QF>4hCIA?5S##D49U?<$Hx+7)(*_uTF!fL-$`LFP0fnWn5X# z`K7m-$aQ9o~5#Z&Q{`{w$b~@183+iDEuIO4c_ljEW$(J*KS;s$bt~ zu%^_-$l?{|gW%9{7o4W!$GwalG+gcN=X@;`1Zcc*5nGqE4)*ZJ#-mmpZW0^t$J_k! zg$}TSZvXxtU3?k~f%tK?AlU+(4FY0@T8aXk`Dp^6xGtFC?Gm+@D2_6^F^70e1rvZf ztX3G@T}q4{?$8xYHP)6yGz?A)Eo>$){{!oP2zI-=u7|C=!9(|7P=!{U0`}lw)85!4PB}vf;qfyofiKoTpi~OzfH)S zMMUma`B#4Ys081sq=3p#Tl!d8Qh~{Nl>$RC+rHqp171noUoM^@X)S|RnAn>M_HcKC zDmi#I^iwQcFe64aQ!;s)aMVsqd!IR!Pr$blrnW~;nUx2jjVT=Kbtrkm$QPwob9OsI z%5R1vH+6?>5q0|u0SS9cwq zpYZ^w{yQdyNpW?j5ApLB7OJ`bjR}{3c{50_3Bm%A2X2z#1TjiAYW3t@Er~K!pt$t% z|G0xo*RBOY4xn&44u(AJc!LL`Bx}M-^z-6McGQ+IA+O||qg*!d|J~LEsqd`Yao;)4Q%id z+sqb!T}~=u``YA3`hfB9yo*9IlQxz}=-QQ|oMHnkT|neGaS7N7lNJBEd^B6rmt<_# zpfWtEV&D%5klmyqf4g`SsAPyAvkX0@l&K!S_ke)d!pt$-_B`iyzMhBRbciSm zfDb=nx%p)s9mywQiOIWna-DK9cFtucZ}|NAm2JNyE)KzU!E8h{s0y8Y6NqdeBNG3 zM#lz?>$PiegXNZz(q&BnloF7Z4hJGSMje@2@NA0teZoj*wPC;O!e&j#vFO&vRp-Ob z*=&_q@9~B$Bas1PG-N|KH-BBA_Eyw})(#;&UO3hg&xD}0z)sE-k3?FC=>uVz*jfvu+~+xS>vFh zkdL;pE8Erl!xn2Y&x}_KGGpc-Pw1-flp-Ga28hjDtA`Rv(H+KSIT&Xf!Uh@)URRL~ z8(`Zji#A@1+|1`_UO-PsbVsbMv%5`<7ZU#amPTg|A2wC5PII{+2<^`Blq_BZ!J8tX z5pKYD?)*-c;ai(BBzcoS&~b$O@wns3JW`?}xZmEq+;3Pgg1j1f%-Gl4JYy8f%A z`Y2X$-#o=Na44#NZ#dMq$r3;_C|s<+m$Cd;!_|TarGR@{-<^h2fCNRW`8A_L4jpNb zIVUL^wzS(1mwX-d`+l?FjhrO854d2YF(11A=m9r2FmAX zTNVA?9BcM)9_JBMe%}1=27bb+^7^|wKf~qt`aPIQ#xpxGZznZVyc304a9CJ1#8Ob{ zp2&Ih8M4r0sv-EO^z`7!uW+xLu7@;e7|8$Z=0(4Cup%$}!r8$k(t_cM=V@ta7H@Y8 zi-;HjO1Bm>;hMf%S)0ro(H&T0L?nV^9kDQ(_%=jK0~!p}P5|0~2FT+7ma*myUc=ae zIsE%)L;dH^uf<;hR&QW!XWjNj%l2S>^dUl~y5{)6kvJ$lP!wZ=LSkdeT+XkwR0_TS zf6MXxlm{`j1cCp5ZOuB|XB*0EnN*$b?(V1xxC7)>oGIa=0H=y`^iAY(q(%K~m@hIpdIo6Eh#yA#@=KSeT}a?|0Y)~#C^ z-Pd2DHct95SYIDZup-j(B8^0S|Mia~lV=Y3pHZhrz z#I%!(K9}=TXtl`zFeetx8zWBw*Xl;z4#&!>U-5^ zXo>&~9^f;nvQD9W|H^ay-qUB#Z~?!^Yvqg6H__tzz=H(l7RYbd>Pblm!O9&J6nud+ z(7Qx=hWCxW5o!r}ApM8yA-m+?C)rhmaBj^7{a=Y!??OX*65UR&=v@%qz~VbDunvyB zfJ`Jfw?v!u89N7+9_>Snm=a${PcQkKBGlziH*0X{poTkdV898}?+3}r;cvgYHDpRf zDZV)a?Ey-UrlT^z@7medxdW=k1IxnzG#$|8fcAd}GS`2V(cJPfu4`xv1wju;|E@no zgptvvq_H)Xr%5FESdTEu1HYCdO;l_cCH@~13uvwpPfMXU%L?nZAW(JMIXXw$=MkjP z&9RtsLMSBM2Jkc?L^ein679D*{7=9|Iz~LDvK(epN2LQXfz#RPsNFMNs zFr!TYQY@gdQVv-EvaT)_gwOvefzhk48HtjM1Rr4xkpj{AM5F8+*H<;ggZsv^VpMgIks^NC_GChu7Pw*FXUta$Hm%qIe+LYIfg z`vk2_@Hy{K)F=Yz4{vYHZa=jlF z7s&ZO5C+KIwJQ}XGT54+XQ}Ewcz-t`2o~J<8a}_5EBf&sUlNcY+Le45lx1Vfa5cgu zprEE!w6;D8rzInYR6cr%-8tG)PiC%VwGX3g``hf{#F882xPt*q`tLg{x9$eYB?^$A z{l}GeZ`9@xt#>ebFr6q(U!pTDZ zFWxGYLCMqzVD$9SF-9bZp}o8#h#-Q0)KSslck4gl;p4X@Sjf-fcX{}#|Mx}y-(UWJ j5A6RPlK=l)j4ki3D@~oTMWyj1_~+tzb;Vo-L*M@c_on>h literal 53419 zcmeEugyQI4YP$}uo5$SFT@8Jn+lFHT8`?rCXOzKA3s3WhK_bt zwvJZjMsVj3A05nXZFo7kIk`CPY#kiAxdi#xOpW=4xZVrAXNQ|PI@$?8dGi0i!D;)^ z^vTyx1XBf{5=9P{1S~Ja~|e-3`5vmX>~PNCAa`!;f*%;NYlQkRikf4i|Ib`hug< z_k;iU%l|uI{~IL#yD;vOfvoTb4*aK#8Y#kv8}en8Cq!TItq2Xp7m-n`sp>Z1k|dRh zrj@=&0d1;A^dUoKbFg3ms-zg%tk2>YcN04emNS*5<;R!F!=wqZgW%y0aAD6!8#*Ol zd{G8z>*+=WTp}<4E8J=o28#8dxUlMPzZw4;6Epo zVGT#sPC$XOS(z7J@({jaTE&Ia3V&mNNETs^*1)=#P+aV%l83($5D-xLwoJ(VWFuWF z%`di)hc(>aRWw?Q9j2YY5dPr3wlb9s};3r$f@`xP$2Y7Bc0(ub=OtoQR zYO40`UDV&d?pXf5FXPAk;f#3WumBYBL&Ra=LM+iF&=^KqmDETtZoFSADXske5wG2y z0`fjON?gqqa@c?in&uD;>qE*Lhctc5oTPKu$@I8~2B*ai&o=89pr)p_6QVIQGyA^% zbeynIoE`%A>Y=;p;pyy5R-lqGd8@qdp_7J!zBn(MJ;Yqx`J^^D)-QI?8Q0fwnb^{K zT;$wSL46FbYb%2Z_Uu$sh(?x?80GFH&7Y}8!GMv<$h%i;yAiB^Wq64fSfzzKV#fD~ zka?1hC82T4UobGyM8e=3*F$kTSb*))M19@V9MN|&UFk|n|p`ZYcMUGl|ild!TZ z-&Vn>OIQbDokKSNKS#r);aI4mbOaU_76!F%DX}(x89=$;K?XR z4CUelimrtI^h1d~Q?eM0UOb4mrKUKoJ=3Y1`u-Xdp=Tt0sW?UTII&w8Eoqzo1oo`1 zB>R;ylWfQs6KAgB|E633<2ETU%T2Fv*^`fYkzq78eh1WhI23bIZ$F%M?;Pbaz)4 zdi(BOQ1^=Of{iIWw-lV15d`G3tXPe6jnHQ%xCBkn1zJUZTokxQZf=xHN=oJ~*gPP3 z;8n_62_G&z+p_%?#A(s7%P83q-mS7t&Tsnr`?;v1xRPIjf%;|y4RcLzb&d$CapP1;}bnG&z{=)zHi(;Du`ix>EezR`t4Y8o~{m0x;d0Cku zm^bG5d&b7bV3Z0=O2)jCU*?C?i+sa)mTu>`ZwxUmyz;pEU}2;iPAMs)w(Q)@&BX;Z zFGPpXxnpIsJ|M;J+;#3=`)KIxP1mtEVkMhH1ZJ8nVlAB_DLfeiWg7evR4A1pH@i@f!kxN{We6fO^75ixv7>NqrX_!(H_%ivZN`^f zRCF&VC#PY*?FueWJZ~cip0cvC_%-9XT32GujId`FQxSQ2Of_|NV0@bi(cm9me|Jmm z*pn=W^?F*_+UB&k(}M}c4|$H`)5r*;I>o1hjH)Q=>g&NBa`Ez_wJ#BrOcdj7ZCOnj z=GOT=!sM@1jH@Yd3Y^s?gFM1Mac;hSzIiGB$PuQR@Bs{&0f-VXuNyl%<6<5KZ6;1m z{BPgB{WUs@Dx*e-gfLrAYI}$Hu#G6%fcDBr6PP zTCkDeLsNfhO6@0z`BBnm8w;%V*F~*2M>px;>qE>~NuT-nNPxR5*J}-LYirBCg0TH# z>&6kg&c+T7BHG$3HvA^D>5{nl<`h3DT3Yb&d}1r2hYki(xyjcnDes^=X1AZox62D0~0&&>GE z?GBZU|JGxrm;d65Oj6F5Oe*qugl6c*4aG6j#TYv|-JhGA6LQ|sQWN=cGT*bmvy%y? zRiotoRQbCx*q~#8Yq{m4_hCI&0y$-6cp#hs!18X_$GNL-gfjn`e2{FG;sbV*c zKi@vTNLy+2x)PY3oi(VR!?|^tgSZ-Y-ogk&=E_!d3P9GxsaJ<`ed40pP??MELM1l*Z zXlibbUtGSjC$Ct4TB^YYp2EVy@O~b!w!u1?oSftm7cUP=nwWS~7BlVrG!)VbpCsC0 z($FT}4y>=M1NC3a@haPD|3;NH(9aJAtY*>cgYL>1D-XI1D)_`Y8zarur}A-W>o<7` zUjZ5eCwdWAQ<2Bqlb#z_;fZEYjBtJfsR%t5gmqxo)34i`q@YB~=1|bl1<&nHCU}mC ziJyi@*3n~M!eqsy)y8MD9bH@=f-!e@r`q1$eoN0C(UU!h4;C>+RBv4CtzkOKfQ-r$ z?usd#oROq)=U~5sy-(%J4W!0$b(9^0gG#vg_}N)mD2Y$>m7D$8mi9AlC`5{ji|u}Y zC!%@!5xv8v=tr4OJt2MwHy_{Ygjey+Oi=#M`&jp7IwvQ|zNVxY@+42EWxl}mz5iH! zP`OQJdh`8Pl=+#N&W;Xk+jJ+w|BEH zA`-E^4`(c+!Ylr{y*BPte5i@C!Y*Uq4uD#m@o+p)$Gmd?7a%U9Sd=hfQ86l4s z2yzw3O@$Q|a_nSdZTr*ZcMQRO);YJ-D{izxR%|jdGA@t?)6?lrPEOu?1<)agE9t_j zKU&aN<>xa)zo@doijItqen1t~Wm9h%&@^b$&t~w&gA!A62DRYtO;-AHT)7jXdRRQ7 z!uzzu_3vgu|3{@o?Be3 zP(nXYKh8M!@!XsB6d=AS5_AUhTBg&$oEXpF4=<84E-6KCFOVOa%bV|`83c_u(3w6m zg(g<*>gS>q6FJS(E~=kK^7=L=z05E5LIBV#98v==d>j652#;kA-xsRcmw?~kuKfIo zO-4@M?=1E?Egf81I?DX)Y}fKK91I=jyQbU{Q&R?B-!%#m9sp=w#iymwHt3f7D=6)q zLP>k;8e8||(9qCkP56FBqf|co4KAX{1ZvfL^7rpw02uDd*n-Qq5GR;wg_ReguCDIv zgh)Nni+G`**B7Mubn`G>LUhn)jE|3h-gRf?1%+C{>6jv>kNfGm2~T?1a<66LPl9pD;OdS5SJ)0GUt=j@#fjnuME^qZwd)FR0fqLNySg z>Fs~g9=W%-*P`=tK8n|O=Kc1=x^Lh7tE#w@UNT#&R+N;8#6ntoN-Q%Lj1wAEj+Nuu z60N4by_gAr&<>%5P47HQR6f+GGw| zsF~q{F@L$CMI`pqnCc`cQL>0TJd&k~MId_MTh6rf`tl5=WzPMW>5K?1c3jTN#s~K;8)%XUjW`yq~A2p9~O$%@_E*B2jM3g$(@ZR*`#vn#w2#zmVk z+(+4gmOXiIU583_V;Vr3{DJ~*F)_UAnaH!VGyms3hO{DQNPcuF-yS2s9-|QjB>_P} zkQmSt`-3(&H&a0x69!F)RmEL*940N~yn%pR2_F9u5_BRQcB!+pwVpTLu(r0h&rb%M=Jr+{ii(Rz69PdMA;N{#;xPeG9ol0gk2yv@ zCs#V}Br3T_DcQbMfnoGG1~I7`G=N=l>Tww={eXgoCU9xL51^gEu&^-CCnEA&)8Gss zU6f1==GkO6B=+Lho@tTF=(f13X%@-nYv{Vu=2J-;xXeQxP$3E0vRE$Zx;^tAV*Gd- z^bDUq5tUX{AaAes<(@xB)8*7ub7=_+aOI=w`SpwNe|kACK|xG4(pssP90}qBPNG3C zuK%VCngApRAdZF1kOe$7EiDL+1+IM^TzjfWG>LvZzi)^fw_sGUrzx~xBM4?hRYxbn za;m)3jE`&~f$8utB_)M|g2H#uq#I<};E<4b0abuep!3P;PeL{ukNDMMO4ZxxE{9s^ z>Y$C|OUQTap)iQWhvO)^*3sH#B=1fKOV^`zk1u~MEfM65glDr(oLJ1e!b_3oy(7q+#vbymilm)bv&jOv;%Ze&wW4XR2~YHHw! z*-PxeMrZx)qLN2Ur?O0%cyKfWx8FJ}sbQT4zbs(YYNQy|)z#pmh&yyVGm}jEHk?*u zyxQN?#N^l9T#0q&3(;)r_wS{t*#rdyRNuX8tvLM%z}B~g22=sCBrM8|tt%hX zFj6DnSfPDL*UPoUk%@^QWM7PBM$Rn%(u$oKW>tw?jgqpmML^Q50>ct)AS7s!avC9S z^zPj|P&Mo4$~gLU*b{PvGsizvejJ9Fhj>18rFmYdl#w_$FSwpgXda%`x3?DVqlv9> zfR+dJFnSf_1mYK&0yqVa0fC@K%Fe-o0+s7FqNWT61F&r1f+pkOzzb?*tzMd!m)F6i zXM@vrLfyB_+u7mjwsS@CJdw@l(*D;L*#gxnUV9&7Xd6)rhS%rLqn?}-!#bL^n!ctP z?ejTcbbv@48Br@OD_dFZiI`n*+HxRuCx6n<1KJIMO*r-2Qctco#RcW#Kpf!!fZd7mtR^aOr(qvG;x8&G3Ft9;>d5QcVm~mv@-I5SW^`hQ z0ynrNqEfv`v2Qb7?%mNB#(Mx7_BZ5|{%XE3;0nFH_1+D6Req4TclrvGJ7X9VB$%iu zJZrbtwBtCB{M+W<4&`n?%!mCJaoK|thjmy9Sn`IfC2_y`=f&F^EiBUQ=joGscE(E; zg<*ZI@a0j~H$;Lb}xwD92ny(@&QYczrJop%$DE!b4@G>ldh-m`7`C zA8-i>3IJL0<~zKc%!(d>ClFe$D?#K(?w(D)tXQa40@UC+8%^gY*yN8l%vX0)U%4|Y z?K+5)Bk%izz4NtoV3mSDt3oU~3GOp~T-$3+|9fw;X~mhsli&$?^2dN**y7RRqCgA` z-~uoT!^C9h|2T?|yrFn`I!^PEUJAQ81F#2zK*M$Z^I0QR^ZwNK`^WqMY}eJz#+8ic zlCB;$XjrD>+tM6&L$2gMCgv(gd40Ez3(?&E+f+9-h2xNOnxPp9Y{AP-xfFI#Cc%2I z6?=5TDx@9OMXl4}Y=tc{V(x0hdw}>u828RrJo9gqKJ*M~f#B_jDOQmXm0yn&j@2v7 zomb=*dCJpyoYQ$Wuc^QNv+I|8>TOWyg|M)+B#P*Q*8QnX2)9v~w+FsE!8X%XG^YdcNvqC{7&L*X5p=H5K+|_m^nl*sB|F@Z--(drAS; z8{htU-v|(yV9r*KFXN)UMz1awVm_^?F;`jp;165h(9VzCV|~$1GQz55$j#TuIGLqT zBSp*(LP0tU8x=QH28o64g%#Y2CEMal5ir8op_&K1BJ`VvWgozUq4^OJJGp&Ev37aK z%uZLjsQd`C;wF0j;7NZ>9F0xZV(A;S04i^=9OnCNTt(@G81H4Hm`T_Ks3L<^ z^n6(aa8#_w+Aesyjsz0AhK(Oxi$WbnX0j=pL^Ub&0ndfgr#d_dQMlf$MsM%!*#Jpk zXJ@Bl?V~w}I17uozr~x{&j$EIR*7bk0f zr|iA`HV8cq_y6%jeqd;5b!Vp9%-VY4*tM0{cWjTha2o{`%3pAMXYwNt*8L34uo2B5 zKVEY5%hy6b)rC~e7e!&|0$enLC&rK{;z%r}nlzw6SceNVIahnlDwagCF^Dw8=3=Qu zr?ZL*0cdT{Je9*xRP$KvO9S>`bia$o%&7WZ z(#wjKl+oGU*XY87DqC+Ki{qkjePNUbt4CPMWdO$!KSw6lr;7PW-`FrYb5+b7}%}1ql<+4QtzycwG#I@Zl<*F{qH=1hC zyja(?%fQZnuP6h|hu@p(>IAGE^g!2vFge?_Beyf>hUi`ut=n&z@96Hp%O}SHJ_j8_ zQ|19?E`gooM;yx2@mSrM#4kdBu9vzFhSpaio>(uBL}aJ4>-C^y!` zZqgHDl=q*okO67y@^~Gv^~->*`Pf)lQ}g+k&7ZQ3!YjkqPti-|^!to9nzis+QEfd@ zy4%`&3-^yVxFn+E`TyP1DB?hFf2nTQ$Xa*Pc=Lwo{?8KqcmN_mz`upRz6#weLaO?56*4!p@O(|6eaaf6Q{t=?z!7$G#Q; z;NUrn^y4MrnHXK5oI<}6(5tP9U+u3F7^g&amrnC`;82PHJ_{s9JkXP>7bqK=nB;G0 z@D#24maOn-;!wh$LW|lWdIwH4vhMx{Py6sr#dLSB_-e-)>0&IY75=QRbMx@{fBi}Y z2r6@>R^G#_8w?fQ*AHMF&vU1bg>dfqeq%SbvcgqVR1|XAqXFRRaI2((%!?-e?|jD| zku^}tJh1C{4|@`pMgGRPcILq(*p%lML!ygax)^s`o7vWBZS$!fpGMbJSF2lo0@KeW zAwjSdN}y3fvOAO^S740R-_>p;=8i++_ry^AWM9bi>XGB?c3S^~KT~<6XeD}A_N1w^ zX7%~`vH*Yt|NipjK6-#u%Rv_oK=>uQwAbDefcEfkTg#e8&SRT1tR1@EVQ|nvfuh4e ziv1;*z}yJae`Uqc%G!G6Xsv&?ajB86g7v2u`7QAW9RIa8d-QJ^8|qjAow2Vi;-=%d zL1SrPASv=~Xw#7yBn-LEPoUC-NVoBeZ2tBjr^iC)0_?bUg8k{%n=5U2+|Xa~K{K9@)- z^i_tyRYU176h;c3=ZP&>`ci}jq>Qh_h)ZEOR&f|Bs)X6>IX`XX0;=m}z^`tuPv|Z_()gRkJ>lcgNmm4mZ&SnL)Nw-Zs z;H!Y}nAzB@ATGKsb$|qIb*Bp-TI2m$s`}HAOP>zt( zRmOzqQaG7Cs;1D5x5ORaz()mcd!n>;iMYpVKd|bVKuiISKPC}$esxOh!Nd9F2@(M2 zw~apz4k|S)c!Y#P4Y~u`35ok(S*zOng9lG_pA-8KiJ6E$bZ)8jKJ$4h5kE=hq&i(lRQ3J*XzjuV>p;upygWNS&1!6>R&)nBK^OJ0@xr>l;2*hh*6#a<@M1(I%_8EX>v5FLs4WjRvG5>=klq-`-?T#7 zV}8Mp9j3F%AIiCEq_Qz zAucdD7}oOdWP@;f{q*<=}=&xn&`k#^Q)9m(k z{kgRi_Y>e3__Y9u(`qMFwYA}A42J-qd>8jq$jAH_OtWNkoy*5Q#e<*STlKWcCcV7& zX{4c-Uag43lg)yR-iI-w{^xDyt%Ne4_z}V&Xk!tJ-XmtDBW5*>Ws2YMR>9-~Dh_nK z4bHo7dy9^qp&1x;)`5%s5zpcfOfI8#P`o{+g(ZqfBrE#*AKON;8)|=-VC{#6(@LC* z=KaiJvEaiF8fT+hv0>v^kwS*slJ$A_ttX-id1qH*ODicY4Ft8|VLd)2!-InWcdr0g z6Ut_9B_pa8(@;t0Y{;?ND?1%Ealo9=MUB<3_7XT5@uh6pFFNCr@37bp z%?4Nm+{dncHJWlZm7%%9HhTzFv}Jc=%K z1&s1cB3&F~$A#3~(KJu}7Z(>x(Ht32R5_*>=jRb?{fXQ{LWP#5d%62;NvA#}sM5N& z*Bmv;6%UyEs@NM3&e@g_nYP3cS*O2;NgfE7q}Y#6hLI%X2tAlGa&sMYjVUFo9l@k3FKv&xNE7mfx|fx zT}HBb+Bc$>WrWP3YlnzP>$JPYIC#ul_DwC845ux1l9jZSw4xK*+hXd2&|_2xPDo&g z5DbtSM*k~{oDOXm*{76iH>L5ZzNlz06Y-NvCAa@^Yw2peUQbj++xz~)2iew?p*&|} z@;@?~ZB2^(-e%$#0$4})lLgKtqeNYjJRQ`tOV2xs6!;|;r)F|3|9y`7e-fW^x@cH* zG(MnQHoZkn|BaTI`w&RmOIwzWj*SIqvFBS$r+oeTj0@y)n<;^k`ycsqo{HRu{@Sn$ zIsXnpIe>BnoH*BrY%IKDS;Mh{o&hpX5|D-yC7Mp{+(*eMudguk=_m`pIB^e4fP}Ri zBN19aF37cYgSNY0{NdqHQnT8Ad2h~c;>er>_K4YQk6Q$aH5llUyw{jDH|0J*5_?pm zFfBX|C9U`OIDh^E6?eWnSdBCH)hp6#<}gP6d(7ZX3q)AR4sN5)dQ8!?#B%^HGzQqbaZxJ1%ydc zo5ZU*i4XD95?qJhg<4Hfc(2#w;&OAV-6wKpbU729`E*t(m)teT#-s1A#ciLC<1yg+ z0&+Y-y9uTI^BwOGwba%Ib#_Ye@$;_?B=fp){Mfjc8^#;4KAf?nULC*vQW^B$w&euI z<1Taz+9+ITL=WhSMFRFMT?tbv2D_Jemq8&nv$C2$e$HesX=!8A3-l#G$=`{>A|ff{ z;d#H3s~i=G9%D##s2vm0@Y8n^2)5tH>Ev%&rt3H^_qLL8vFmO{M_C^+U+hvFJ3la3 zP|5X5x7sz?n{Ny-<10=>eBvNYyi(R1#)T)^$K|nEX!_`fR{@h25b;3Q5g8e2;N|ts zV}CP`b9fEgS3H9Nka|EyzstR&Cd6WFn6E{vXMkpvn)9hu9Vc+Jceq=?Ca~KuogtkC z;8)2wM)ZKr>b5gpdP9`Rk!Sxjn6SVQn=h z9O$df61rQF0-_@)TVlm$@U-uk0c|%3j4}er+W@{V5-ak7q-PPqUz^kFJ z-(FyECVsYE^C{=gL)VH+`IhE2dt6uMgVR%T?u`_LRV7MBGIb9@P+Jteg*)j4Onq`) z-dd0ZFztUkXJ)i_Ta=tsHC2qCMk;n}Iu~d*ji(g9N{j)+&~h@W2owxJ20k$xlPs^g zQ+l62f4;G?(E&)`(coF#{c8R8V=2)uS3$WWNZ$e1N8&)vwbmUag^2pr{8Z#(=#QnV$~K8>#PMy-V1YUlT}OGaQN>hA8sfj^ z38A#1T;76ysbR?>o7=xH;$Fuc5rLWyh)YK&r#w6p_YYJe#40pRz#PFtH}%DO=kip9 zo_*u%;|W_O9}4IoMa(C83OQQFUMMFV9UX1Kc4tUoDv_FaIMvVz1`M=-Sf3w2Ha0d! zK%n=BFLwpu$Z%xkQ3rw^^S{*1D&ihkv?g9-EaGxPbe&6_p0xTp%_tBk>4%|X=+q6M|xjI%AtnH*78O`;Gr1B z8Ev0CB1j_TAB(3klF761=AF=o-GS|=fD5p;<^X)&$ihMyzn*iWF7Q|a-R9+E?4=lI z-eTRJ`BLOa#dOu3s_p1V3iJmcp98PTYqhC(n;lilPsUYRqhZfC-#?}`ykOJKl2ZNu zP6rl#J@5zy5>OPiV9l4H8#BS2pZrJ)EOb?Mb%#QWb^;Nw5;K#UffMOlR8zCB9yJu(yuye|l|gAULr*uO5XpjHAF@6O$EC#9{R9Wk zy&bDPH?fqFz;Z!U!^B$rzFp;1C%)Ctr{{l2f&CLPNQj=fu+ybNdn4oNfc$VhHtWJg zt=suedJ)uvHiOe}LW!AM3DE%cRCI9htJQo7Gopu7qIWvn+8}rW%P}=rtj=UOG_~T2d9d82$*tw+(J@bE3DV&OX%8R zy=D^7BaeNj6C7n_d)^W`RYQUpJ--)*^z+1_2sjRG=@LN>*^y#<; zA(%DLsym4FMYPRbj2=0JKC&OD+`TXxZnkeXb_tduc20EBoGegVZ==_&&{O)_M2?Q4 z=uMD5rzg8Ki4CjQ;BKo9bNxEw_gGE3)c{e{OID+0WhS6AVpW&jWAxnE2`@F@A_-6S z9olnN(yqzLgu35;Ld#aucv2vBAG*@?DW@Zx8PQ!BL%;ZvJG9XbT-Ce$+n(#S_=Rc9 z7s+rg96bL+40l_}M7P+sM<=EEAmNYlc=8#i16#O%gZa5Va}}AaS{DJG8@g>#JH1c+ z37+TFsc>7JH`+})_qD_Vy`*LB?Xw%l_u9cTRV2F+2SzIw;c+bIB?}K#xu7y}**K;?22+1LPsBwY+<9HUemBXAhe zxQws7-d*f%$a2NSxuqR&tLFxT8)-|86iG=surg$$LDVM{9F(m+3MI5_%(`!DyW2UZ zg9Hwi`u@?hj~>5XRO~87 z)JYX1vJXJM%*{SPDDhv`rJ$TR9j{B4>$mN@0A2*J2kd|dxV}7o%c0lSD#5GfLUMk7 z4umXB08Wod3`b_i;QS)KYPib}=$p&t$C&?01L( zGtyCcHs@7_>&@vgibabK#qDD(7TsnkLc7J8NJYG|hG94K);f0(z8;Iqev+Am!-DbS zO^sn;_gq``5Xi$^0k*9@Bd3ERffquC6@B+Syhe|MR=MYA7CUgZk6mp(khwSu*gH7f z6BJB5_|ds;-&TIl)>bUIzn0jD-vL5*{F*WC@Gj9(1$nWV(N~cFk1XB~<9g_~K2p;o zz01wxwsmBDCc$b&T&Fo17$rcV2OdQWwC2IO^Q9MgL+sUfFU@~DgsZ{{B|+nWF4a+M zITdFzf0~L>8j{UQK}{V1glh2KQTn6X)}9Ou;qbP|@N>8G+EjXVE3ENqoQ9?*Ve5xi zRh);?qIZU86b|t8Z zEoa86Cx_#m*);xY$dI0_ie<{#^b5u~Zmk{7hy-b1ekY5-xU;5*XH7KE0q;WYqBign z%Nl?5(yNu~>iJ8iTWZ@me5%(Ow-jKinSZ!*#P_#OBQ7B_WgupylNrTykXU*4eD7Nc z|Jy@q7H{l-#(!`&jw4sbczr^aL=O#5w2myV)W7@f&CCu0wc~@8AXT*=g2DjXy4@4tUIkPDaMO0*oG)cmRn{emxSjF?|Jv%I ztDY@0paNz#eL9kC@%drA;_y~HmPp&hpCQi}JTJdcU(}gmR0P!%&Au`fmEqHIwyWxl zAjtU3IyB)VMTmaKZB{D$6%hJt`BS16GvzI=7syB7zm@J5zwt1gu@bO$=6biQs1rp? zFX~Nn_ex=qxb^w~)7NpuyWxB?8Q|<`jejvaPd=h&+=t{4b8XqB*eemq_G)9U!v5!S zesy>?regeEBuGWci!MXxRDY#(wEcI!DU2({b9NA&z!0uxELZvvV?V%k-EJooo(Ec<$#jqh`ueW1}jqN!nf@ zK+~fwGsNz`97ZtdpSBEG1z0k;92H^A0YeU8j@`uis;LF-jZ5fZQiwj4TgK0g(0grJ z-GswoWWYuLCr$4Art7zZYZt~-;~OVM~(g5?`9qUEh^8rux=L% z8gr_Fu9Zpww*0-~GGK8=HMEH74&I^?T{MyWa;fOb0~=r$^>LXZel( z?j>irbCDH2=Bjf3bUb;0E1cN7@#^McAL$d_^Go>F>r39}M);+zx+t(89iiAXznpNK887Dn`HK=9FW0DtqMG<*qDvS-*n0w#n$}# zy&g(ss!Y4Pe*b%(th_u7U@dsN+Yj6@|Mg%FhEGgQb+6bN@Si=f*}X=2FKs`50tv59 z9c(Gv$XJXt9+CO_yzk{ebO_x8DaqyDqrQQ=<6 z=+o55=#Hsxc{k@~7Mk}X6wTtg{)C14 ziPe9EqN_?M`y-9LwjU%(imp{0S(#j{YFRE@T?Uie(HPgkw*8ap?q#v7sHvGKz*YzD z{4h+!ZmvDd?xqBS3S99`b7PENCcz-B+{dCb&NM1@v~qB=p6dRwi|h9ivMvIL>&6u; z`voBfStR6#e#Yl3-E#jP-nyPeT&&mbuk7LxWDhme%ksTxjB((hz`e7odz|g0JM%8x z?719Lw;xiQSy*%>wqJh`z5E^TW-VDPU36FKxy8k!dwOI5Le)6`E;Kb1I69(Pglb%NSMii1zQ1S>4c@18|*U)e~SPCOD_yw>(~xj`QE zk`Y>6;2?~jSN3_M@Q*Gw<-K5!z8^!NC_*=2-DvM%j-&r?tG;UW(9o?9$JTYf^hMi% z?7e~*zUA99lli5|$geL*-xwYGsixgm-|5$~xxfVe`oU(}+j`UpP3{LTB@;e?j->-^ zeP|`;h$GtH5(=UhbtfL?R6$nfR2YqJchSeR__wFgAcj+$B8?MrlCasAODuK|OMUNe3UzUob-8wf1XI1e&iodw% zlZXa3_3Mq8Th>J|*+`Y!-zqx1$8T5z|EX9ev zC-ID(tl@-9SPtJxJLsdj=%YLCV;M~#`|>4x4fulFdfuFHl<#@JL(goU46e6wwacrf zJ+Bq$EUfv_1n5Y*LkR&mCgYFe~4ZnWKJcqHl`8{B0xxGfgGE+$u#9dOZZ*Z@1Ze>4ag%P{l!Td>(?dwy30{#_!l797fm#HZ4SB~s1Z_?`Pb&rLl>{#54FP6lf<<0TY# zB|=8_l*e--6uNJpFOAw@=^kEi)$aC;v!Pw2Xu=Ex6dF8hFbG`gkSpcRj^i`cus>zr zxn#XE`rLB~Ab3|OXTOMj@t;;MYG=#e(rVIR!wzt`A1ntDFz-fEQ&LI+r=jpCB<8Hj zGOcyrp^C%9i-Cjwq+>S}{fDBp;fTQK5$0`GSLi>!NH^lvCmFlpT)acbp>-{DE~AB2M%L)Xw}o4Ujp2HfjgJ zPWIyKWY{w3xbDhCRn;Ad_~WnaC^fY1x$SDr9c-OJB8f{IN14%dq^xVT-}U=9W7mq^ z&^DfoaRYyQB)KWs!PfkP-l=-xTjzQ`Rbr&sN1L3PP1%yM2wuEaA)7Y(KL%p+oPt1+ z{VYu4zQsawhWmfL0M=$^g-_%KU4Ou{3)=9-PMt1Ru9VRrJ-U{tIcm;2Q2B2%X}Wxi_Y=&Jt#X z;Xba_>VW0ekPz75li2^oQ95O86JdO+L9uPErwn1`>@MLeIVdpOJHsOh$Qw{Ar7ZYoHCZML#=P!yj9zK{9Buv#MG%Fgl_ve0%K!X7x-Ugq9pF01(qRv#|Pe)S@ zEY$yOa4B(?PMJ0O0B!?p#MrN$=w96GOw`nNnl8oqfbe%V3dTAC+O?2;`C2|FP&~_BhTqC55?AhY+XtnO#iUCe!j$2?o7Xs_H^4SfZ`r< zLQ`J`FpPBW8w{b@SP|D6e3W#(8dikWowf!{C&br>_g}(p&CkP><+;8NWwsTN=f4oi zo+HlBuLt|=aKSc1z`%h0cfdB7@ZMRT6g}0VxUVXh%JZKL3Y#~94d+0nErV~-eM|ut z3+{Tuu6fxfHn^usKvj;pDYhL2tKiO=laDH`X$QU zwY%d<%eC#r+9KPso(UTO z+qeKtxphl7LITly{vnakw`?1SW6i%aJdkTUQlz-}HN0^PD9rzgN~1nDQIbXs*L-7EiB+k5grMT@lx|c?xJ+S zvzU{g4+D(bU`f7e8Kwg5_bGqz>#hE!j{fat#q@AKk<5`GFqUo~u{iZZXzx(Y4*|TYci6ddkh#-}g4$2P` zsi^5_$rCJ36p>yQ#uwrD@hx$vEapZwtYm7rJr?wI!{F@uaCX~n8G2S>;|_w|_!zxaruO9=SXasfZH=|Q5;R^I&yRU8UaWfoGq7*>$}f|M zep+ba-QeZ{X)I{uxNH_%!p!)>OEfFGENUMRV*M7CdGW+)Cn+hZV`qnbDD`PTUEOsw z*?FQoKQGK^o9%T4WZ1v2aK$$negbs zosh^tXP&L}WXYr2*AaMyf@fXY6F3D`1$18ILrP~z0^9ab+si4ncJ8QpYikA?e9+2C#^tt9 zL*x%Ll;EES47f7O%ke=OeXAY7D6dMI_g;jDg@uJErtk2en}GcFiwtwvL1ke3_yHg9 zF*+z#?j9bs5-H9ZkLFHuId_>I9Y?@mA(jff#ly3g9oqhBG~sv#jBU=VyU>J5|Expm z42Q|+ihT!!01D_1mPpP%rfn7h9qn$zEbv&P5s1cC8;GPJ{5(09yXDgVVb?umaHQb4 zXv|l?xW%k668I*Paz8X=R9w$iOo5SD3iQ=r3k%rEi5=174^;IQWmInItr2r~^fzxL z(4p8bte#a&u0{?A2$PkV3OK7R!vhf99)zF7R0%QBF?hOSiD0X!@Z5XVTpf&)sA@RH z?^&oUJq-A3Iv>||aynUvxbkv`J{aN?Tz%>AP~36t0ch83I7*kl%rMnV?%goxSW)O; zm7zehCE$NM&eM933(lId;a@m)1b=MAC-* zU9#4@gwwkyqhwP>-FP;K$A2YSnu{fZ)Xd?j-|Akw%-pnzx-1pcJ`&?e+OapqOciBv z-KI!u`f+0J$G6CtG>519`d)O}35W9z!z+JJx3x{%dFAok!ce&QX>NOxaoi-@>Go4@ zALzO6XcETsRRQr1;1}ut*|+N4{H~<2ZpP}0hYf53tNl{s*nqA}0V-~6S%zj7UY_jRBT4rKc@aeZ@BX%w#9LhE>%FiL`^z0S;3>`tHlaW#()mQojxjZ2;_V<; zvPdZj+U6;JA6k%26FJ|Fnh1o8VRKU5C%nhkmCLvMdN+qF7ndgd|M2wQ@m#py|1csF zl980XSIFKoWn@b>*()=9kFv5?_72&b?3L`0?7gygHuv%V+}~dhfAmk`dR^n3=Q;;B z6;87Ywy`FYH~pVEHnP~v<3^vUM^O`~SC?TTCnX}7#UQ*BM_LcPDo-k(uylPO<=Aa3 zCH6C_Tn4EdN7`FK>^ZZZujPxGJJnNe7WuIg3n-U;6r9-@1Y5@KoYedihF3 zB$W$XdgIt;%X9j6uZD11d}2p&JX|)^2?9^7CVU3Iw|QLkyJsC!_b?9_4{kn^2?+_o zBOox~ctZH}X;yuG(&x_@K^Vry#y^Wn2o)Ol zeJv^w+bMI*-lOtwLf)gCd9URp_4)y=C=tfPr8c+~K@88w z#5ytIfJ|+N;kK|or1f6Ahveeg<73kP@2hN*sfA`i0s-?2q|=Jxw`QELqcar_{IuiC zYc>jZ#LUIm_&GJrbhcKgJ=k}jxfF~Yia)Fc1`o7tS8?C2>T&{Y>Zbc1$0ht>X}+GL zo^&&IKK&idR5boYw_L9*B{oxm9^Z1H*U-&@Jd{&{42?Tw&NJ*bfM7k(^V>qR5!hkbtFv`s1bf zIIyT;>MZY)-X*3vl-!N+n(=&oA@DOTu-(PY6g~l$8G5T}ciy0$3c>~vVVYE(Ou({p zOKpm%f@u*y)T3Olbt@l*_B|J>|Cw#|FkobEa&}`kb0nbm87o(P%lH@KycjFp+3JTXB`0TWXUArY{L7TXZZtm) z#lw>6MTp0}@LZN!Vdp4*>*R>zQw4v8426h<1Sw-}CTbYZi72)9K6TPl4QAweudBx@*r$dqc(Ua_MIdPy-cF1JQn<>R8UwDR#wXPVoUa$Lr`@xzjHb~VifR*2exKERn2Ohy zSJl7!vWp^IuDJsE4QG zaQTV7=j%PJ*m_@>E0QEtP4ltv$Z%NccP$FyQf7jW?VX}4WsVa$Ha1TAxxBC@MdF)7 zmHTG&=8j`lI@JCSoy%+4CA{%)NpU>EWQYwO9#*2~A0HYbj}?3&6(@P_F7S{Zv9i`u zfbRka;q9vSyi;i93(h&K@1Li1ui3*t9}nkA=L%7m(uC&fTC1x=;)V?R25dQy%5w^e zh~|D1KSKC%;q2S4Yw@CX>=N2uP`6mlHY9)^eEl#`Vhb+D@$G*R%PeuHO1tmf>;KgZ z?=LVRPM@5)>AM!%+{@4?q7fEO0|WQJ?Wq7DrSw=?1qEewbxHH{^OdFpt49|%+cPR+ zGq9O1*6!Kv(T!K_Y>ruQCFS(AflQ7eR@!l{EV-8ayLSgU>3^ppS^E+^bO1h^awKwM zPEqU!znm4%9oet7{cIMG|6U1Qcgo(SrHh6E*V${Gb6W5Sl_b$U?tb}GI;m%SNw>!t z@)x2bBCwSbf1CvD#1%XlVqsF&_#$ie?$O!Ay3(fy^Ji;mYb{~JoPx9rAAK9PJ{**f z@YWhst;sc)wymd1>1>j$eb}YyW#rPa;%)DJW4Dt<{?n0Z)+t6L;XefM z2~JOI<#+woFOwAYaCayAC`KL|auvByi>0?k9$$OUw*^F2VA$p0;3zd4p((j&FS9)a zD_&;;yNPOwh@t0-fsr;%l*s<~x;>fZ&#tn(Xt`Qj3FHNNc`XYzr|+wLnn=^EhG%+c0CJqRGN)t_AOoENLh`cA@lT5ZV zQM#Q^{eqeXFLJ9IAm<~cV%4o8-h3r2p9h6;T6 z8XbmDNy&v98CC@sR;kOOF_-o1=c#QS@lSvSWFg5ArNil9Q7gUIflq<$~L( zV3ffO?VKV}$Z&}B1vYY1p#bsFlc7bK#+v>9qUKe`!3Wkq_r;A+JxbO)I$p3Oy^8Mk zhtJm0QFSBjun+6*cPo8~>t*8`frn;MqH=S#@J(KzrO25GSQXy6T{Y1>5|O!2?}x5h z=lB+v+SmK-_)ZG2o#KsoDzOlw7^SDE@pnmlbZ` zxcW@#t^%G@aejVArAq3JGLLc#1x1;t5`FCNH_OUzBM0A)aY($+!K2FyksYESA2zQt zG%`BFOkcohvF&9N7CLN3L(?jr>17VR8MK_WTp%U&OkDOywwj%3F-l@^F*XnEI?mD( zHRvc&_gBh4+VHaDA?h0(G+=%FcYC{Y!3J_u5>m8d^Y@P}A2o(8z1;D6D0T4@oHIp5 zMev=5#>XGCGM^qI#od8?qW3$}($e#>1nsWZP^yG?g_~pY`jNJh;fU&r zowjunpt^^d6nq>Prp3vGOMwV0;H@JoC+Bgp$(8%Q(TZ6ZodLVumgXCEP+#b=N_up` zk?{9N{=k1rr306 zSSy@Ry=W5EE*O=jPP0LquQh_0nc49EZ9Pp_lwFo4u6cvpxYx_z!EY+-}!+aGTI9S6j41( z%g?|~eJd!SXJov8-iTg<%!GzSNl6LeAJRfgkv&ZvQOG*BU5p3<7jr&A>5>ODG&B%m zwFM$9ny!CZn*Jl}%fH4v`xi=XXyy&vBO@Z_9kzi@aK_XproWi`lEOmPy`KG+>Ck#B$FYzVABi!$;Eb`*)8CpfbLUql zfOXWfcZ7 z8d1^FL*`Y$`>NaB6a4znljo9ORZCSm`u=Hd@QJkY__c!Wmo8H4W}oKcv;~4Ld3LU5 ze+pS2Mv3{dAt52HDZJkJO%%BD-fLA`&xJwcm#a6xg=W^)YxQ$i%)q4rz*=fO*Hp?j zZf$&8KmtTG7@c8REVKfAizvCR0^79!N7fcHefK_|kaeo@?}1vc?qRpiqCtt%Y!e z;1a2Pm16R?HHKr--q%@c%x_~}18oW6Q(&g#O6q6i|Ld}adq_OZeojl|8(n0UEW82Urh0^fOP z!33RV90=0R`b=sM2l#nCFL{oSk2f8Ktnp4&AE>ITnwpuBgJa1L^+8XnbUgoS3RNl` z9Go_dInviAY}CZUqS&Y28@-p4$Nhn0hXExRh35qxb?&kAr_%AsjDcMT)NW1wzeowS zO6+#uG7gf|Z2t?lSqO3Zc>ZvST^W z@duRB*+;z2x~=$^t(O9gUmpt1xp0#f)TYj;TR0%!X^n;)C$cNnx*01LT}gSi+FAay zW1tS$MDtY^ZFqkE{0XfoI}Zdc1KBmtJRKmJ$x*;Say!E84h3H;VfN33a8x^&QQkzUx@j;j4jfrBd@9XG>Pkd6lWhkI>i~TTSR#EZLq~yZD5wbl zyzK|p4i{1g{v2z~N(SP#93n67yiE4(>FZl=@wxLbw$&HKF1q`LjLdy{dV0?sHPz$- zW$*lN{-v&a0_?&3j$34uly^3t)2t9^uEu%sF~Q){*48UcHlM&l$i*vEdp4`$ideCJ`g+{AuuyS_Vx+k{hP zsY>TB&N`NKgg9+@Q^=wIw16w*n8qhVh_noq6#GmOipHa`pf(oo4AB+PeU4o_V+F}Qz{t_zp|kK}%x%rj;kp;i$IUz<;cD)? zUp;~*?St`#VJx@lqb%bSximgmef>-o2CT6J@#FKi3MuKCtduEbXA(lkxw*9`UoE;N z!{mNV5@d8}y;W7s_Dthh7RN?DautMrn25)QY|;2sB=(N{M{kdde~}4<^)wu|zT@m! zbU$7yPV>fj_%va=ZIC=wzw#Q~ny(8aUUQ8)QBIiaGUZ?s5MZKy((x|%=;%Wj@wwKx zk>0~iDWsLZ2zQl!1X8lz)-c{9>)G{gqgw7$)$bL#%UsWG+cq9_fIJLdE5xF)7vow5 z$kIhIW7y39?oiXvxEkR}l*bjmUc6&uy;k1fG0lCBMl9nez;njrHPZOwLb`ZWY+Eh{ zeOH7LX9=VM5FORs-+#=1w&hsAzOm7!Uj{e45WFNgIAtb|3K*+pXd7#pCX!osv~4v` z3wDsh`x`&^Hzp=Dvbxd2i+oqMZ6my)cSRq(Zcv8E{si7c+MhLs!}sbqRLo8c>16tp zOXzZ5_wnz+!`NJ%Z#M48&&B9i@SCvTlkAU=9gxiTEzOFF+&hMK8C`NTQ3S+yYN`*#f- zTW-K%oc`XIyNPqQE7PG;2=g?BccU--;^ix-Sy%<0R*#xHyryCmVE4uf@cZ}A5%!wl zF)mGkYK0wFxK6zYJY|)Ym8aXN2YtizvC`5?_fIvpU-4L3u5lZ9iCXK<&jpao-+WD7 z6HH=R^G)8)!;{Wm)>Kmqgx?<;4k)PD*w}vd_EK_l6NJ75UOA_#3cpIDf40#r=b$tf zyP8LZ@_O6FD$)>j@J&g?KvfI<7+I0FIL`i5)c1sw_f3hDM|LG$-&7cawpzcj16{IL zu6fXh<@)^x0#k#|!59^dVpK}^%x+WggX;y`Fs$&yi; ztN__|`a4k!LRe_%(AXG6F>Zf5EqHLrsm6$h&is4FP+pZdyq{=cXg&UMMc-a~>kawa zlupgV2R4#ZFTS&V%+98&ww$2I@7O$cg(GEPV9>(Q+S}8kfAMeIQ#YQr6_?#tpLfD3 z;zfo+az&IpSuIM<^6HQ=X@nJv+`!uRwsxYQlgx}4U!tPKY;DU7Yp9G-2a|cl!4vl+ z^d*Hqlr5imRWEkFaTXw#e^J7Bj)dQx+8Um>&)V`F3Yytu?JU1ur;=&6O?{b-Va4;z{;Pp*B z>znAa*m0_#fpj%6?L1Y{?TdClqmas3{m~zPSnca4Aauy)l_D56+thONTA*{6Htn60 zF($$4RyKV_m|^UbDvf8MSA%_hl8ua9NuiXl!Xjd0sn15v8C_fxXF}GNc_k@Q4VYv) z?J_C`?e&}d)-ZFwlo4i6ZQ{t(6>r%+8D^wp<_{6o#@JFVc+-OwOr0h=#fDIoSaHR^ zJFC-P;nAM_Bx%uYka$VB#LMEf^qifqGsHk>^$VkcMHv{mV5-St)dB!O$&2QfMfwn` zD=SMI8v0NOw7g$dc$SO!%v(^dKd`0vOG*&l5Z@l~!1|OEZ<8rK`Fg?mn9TjZM}U(v z7S6t#huMm=>nGp8wcxUwsI#XBWmyKiB4}8Rcw@^`2OBuo^FvYTf7Ds&amf_LOKX>iOHh?%So@7|K ze32W$&Wa;kZ&G=~7GR%9mo)fQt0G|-!=C-wid0M#ybk;%zhZw{XK4UXK{p&|rD z^T{R1OHH)0=s1$^Ud^;O@bPuSnrf-nQ*SHSn0u zVuAV?nx1Bg)fVS{6KFK5=cCovM2#lRJhZc_V1;WCryfSA$!lzBGGMjb;m%LHI;EJN z-V)nA8+?}|hz~g_Sipe`>KK4<6_k{GAzlgcPRBOk$N@|Y7`M2U6|;+rizlj-m=UTV zs#M2Rn~&tF>ubsnNdq=N1U@EJ>;@sBIIOQ|#WY6yP4G*p=C6O*RXZVWP|DA4uMSkV zi7t{`jSFEhYUK$ZGBx}Uk!c-WNjg28M-~=#Ozf>zO%G;ce6qU~L;~?$$~E=*ERlMcbhDhtoLc&V{njf$N}g zmz&1Qh8ywc`CpMkh<(XAo>5W0NJdC~6-X1o0*f>}EcWu{T?q*ZMHHW!Se3(+Re~>0 zr#@Vw(VBxEE&jWm zZ0z4qNVthsY}*wPlvJc*zTzn*DoLvM(DW#w(|0pxGqcE-YmBUa=bhzt#f5SRi_b`pwK_N4yGs+tTr`IoUted$KN zC|zuKyE2cg{|F6!?)TQVDOAs8m6FkR<#jN_|7{c#or|^8>&lEaKQ!^2k6=|HYu+Q4 zzhOt2AvP*~BeWvq@?Vvs+~YW2y|Q0_{@f))IZ93@nh+Hv=@>&@JhIL^86&vHLxS8k zLu;`+51S>+y;IR*5b-`Ph<9R%Vm~G%jI?BC>2IFfyl#%icvm~j9{D3wvO6vL00g40 zF4@cI&|hTB);{J(df(HMrYw#9dIPcdy zyOJbWQpFWtF>By_eSms>$0cv39zr$9q!a?hnNa98n0u%0dyj1E_k1l#QexZVe-*Zplv#&<1q@DgS!$TF{{_U2HY6C|#HCqiE zntJTy7VjHQ2`UDa7#izLn#LF?YpTD-M#Vl(jh%DFZNU#nA$26VGcV@ARY&hrVa2^O z`NLY*BG=%Lh^Pw+6uP(iKfl%%P-+3+4eBu&Lsm5fr#das9O*?-EfV(<#{GcjDxXGi zX`+Kb3ZkT}+=z!HHX#`tDDh{IK>yJ%-IbQ;Q$$3AfT``T_4QA)hJHc~cGaU3L@1_f z$?^QNs{gr`B@v}4>^*#Zd?4kdoWMbeTQjvCOMEnzd1sbn?;7y8r7}t}SXmc;8|fB! zc>erR-EzEma(ts8dU-UCH+b^kaH5y_X!ou@7yEObzIr8e=N5s^!3%l&H!jcKBrMPu zUBuZ5$b4)4IS2g|m}5c7fD)4~sqiiPU{`{qCMntY$Fqvhn#Ktgg9fE6Y`bduvt@k^ z9`{0~KJ~xv`tj|W7=1toWnk>)tZj)SI@X-y-nt?6*XXPPD*2R;T+gH7`b7zvSf)14 zShieM_Cbp8#aC5;dSdg@&v;@kA=^t943@zxS?L9I2diI)48OB0ide&U2#H?>{BRx% z(_mv~ht#g@@^YO2g{?PS@4dJ@;s|z8jd9HnJWwT2I>}e`b#yRpAmN ze(m|@)KQ4%(D`TAnf@;O-0IM$sYW!bbjOFffr7t)#K8IV0M#cjBhVC0KfOxOK)=#8 zClb3wvcfBPt^A#ga}g3;)_8b$3JMBjn2b*_?%r0JySucUoNt1Op=2N4d^8s=Qr2#% z^QHiL=)GH3^q~qvY~k?s|F{Q3W8-qD)i~8-^T*V}H90RvnYz5N?(;zL`I&k$G{Ca}{FH#2^Tl_S^?Uih zjZ_rk7rcmu7R$^2vc7YeD*e92gG}pKgIho4lQc?Z`CRi$8oQo$bvliYKxkZBGE(qi z@K5On&q5v+p&h$!FB5F53b}6Cet)$3Q}Xp8jPNZk|k9PlR{yyxCmOsq8^R~Ad6?d@R{)EI-x_`xP z2qN1djTb&#?V5MqcyDm%zqJTj_>!?!vUZ%7hica|ixsKLQ2fsQBo_t5tt`IVj*{Si ztB)<>*WdRlT=3;wrVoSNyi#7uGITpo5>s zl;cVM@)F_iZAX4kL;&!K;wayd>%G#dYax+04n9y*3yXG3F8lcwA8+Bf)<2Ol*Vm;t z`cQk8XrEF46FPjaKDghR(mQCcG|ti)ria`D1oxjmtE0^251|u- z4IX1=snDHnOkqVPJ6F3jfcydEbW+n3hHQ|b-z_7xB#fogPRt_I7rk_4m=}GjF=A9M znGV2jl^enP89*GzYpm0lx}uJ~PlbS)sBqfVS%1a$>{)1eIU4{h;2DFIW6oY6h|Iop z=pqEa@aOx3Z1YEdvHcb4(r2^O}#sMg=q@>i~in`<>5J~yiR#QjkYh7Ie^hXh4B4vL`|5;uI zenQ@H`^Qhje^i%VW?*L*1xz!rTN4c~_8n_P&tSNfuP+ibDL{=XX<^?B)hRIn!l>tS z$VrzuC4F@wvN*>`699gLv_x7*)+e?{ng?4)0O3K^3NMYas_G}$_5}s^;Tg5IW`PvQ z9<0^nWl3hTHG`X_voOHz!vVLSvgFdx)U@Rx0szPxlA8nnxMbX5AiVu!mBFXGSyf$9 zTVaCTOxEnbt80Uw=CMLgLbL(d0f+s9@u;I8ah@npcJN>Q%?mX29r zV9%EV22$93w`)IVFDogzxA9J0N9QHb_RpV-f;a-&TJ()4p)`7qTwl1sw=+Yy7V0)0wSwsiu;*~y!~Kv!&BMBOA^NYMnDM2 z0H(+tp*KQxb8|auBWQvQ;|0jJ(DFQ6fq@4fZ}jIn(5NU_7?6KDAV={d<6ty3HV;LJ zM3y$#O*A{tF!zi>Y{QFbW*o-9$F86`$uBI-E-bX{ciWOO?Xb)JPig??8N%`ZO-kNX zqVk@9DizSaAc5>rvaJ>=ynh<5?TWwad~G&i;V+Klk)c|UUsM#!anlicY7j2?W5#Jt z7I;y4fqmqF2c%(dAGX~J0C5O)rX2^T+nzHnzMopAu>nj-fK zs@RqmmtrzwGQgj}UlVyu;ugn$b%xIvD_yDa3_6+R)g})ir2NbdIosl?MN@_KJQmyF2Yexe139f(KTN zuJF)(9QT7tbYEb_%k*G?{O4nEaIp7vUFxL%E>j65HMx(M&_3RvJf{7Kz1RGX-Y;rcf-=%IhKK^a!Amsj>s8zYsDvt`bFeg{1$@L|M zYHswEQPSCu(SXNujV&oof;~ZD&#zrG(`twdBd z+{+Vm`Nh?Bv}Fr!Li92Q#EagSFJ+MCX0DzhG-Ztkz@rY%KSNH#Mi3hUas;*>%BzTt3A=~e3b zO!s11x%|)1$H6-qSYNFZA|pk$wTY9styhoMNB(~J&U1GE&TSh7<7y}fzoe#q1(UL+ z*=LdZ)54h1sF|O?F|_}5rY9hJA!Em_MYK~7_$EUFfTQOoaVVA)hCC_Uw*%KZNAFz+gO~1-@}&Ztmw-T z%0WH*?>q`RecHPX$=UwM-(>90TBc6+dWF-L32si%FE(U;8TVW~j59!?jq6!NdypB} zkW2Z?=MJi&QH96YevQl4+23446T~+R_@L(6^%#m0@%F-(^TllPn52=Ny!*5#m=ngU zK+gcBMv2aX8W}x(cW;RsVACmbU4WTGqi$$o;`W}Z^RcRq4m0&Vxc5G8ld-K*6=^9Y3zT-Qp+yi!&|2H#?}U-BnhvtrhXMPySzX z=x^kkNgMsNuPi#m3G->B9*>enIzQr5yWbGUM=py}S=D~vXGtOX>h*fCgha4=&6*$Y zKoGkEr`0pPQ-tKzsY1RA4EO=R>f>sotX;lq{Q#Yk_{NuXj5TU-jj-%L8J~YUP~&zy z928x>`TX_j2Rr(| zdU-R+AL%7D+eqqx1cUSz2%Tr)DJd+3R7puGsUYcI=^Q1O;<(x?x83S7$_FXk*he29S)2;4QvheTJwbij~4f9yA2f`H-{bKPGBB~1)x z_-iXGFb>R69+hj8=1iwc(e=?=ue=BNG5a$!@sZgID1Ap~_X}xX(wuHl4(dDA)#jD^ z?>1lA{k}K5TPK~fJdnh)tSsytW1>que>KLTn2x#QNZ}cd+1bS@?&}S)HQ@!VU3dI2x4NWYn}^?jIb?8d<;9tytB(dc*LjDjQll@T5|(vscEi zxVGw--DXO@%*ucnPB}_o@QwI71@#kR_Sn;(C2A(@homW8E*~lhypNDM)AD9|-Fh|^ z?NlY^l&uvoHkt@q3`~BUU1klwbElPC15n4fa*>KYhOLXtvQ5XPOtI7U#8K-d{*_ru_@JkdB` zPflH$m?gKGs1RJ{yB_Ft8qZ?pPYYnKPssfN?c5mS=Mtualt1yO4qogx3M%c!jS1f; zCrf3D7O9GW>4Nbk-;~OFS26*vfaeKd4eml0qJi_$)s+=RO-;rWC*U&U3w}VO3>k_& zrqJZjKQ)(E*-!F$1Ro-1h(#6Y-ptC>>Fah;vvJB8$1fx6N1lVo*w{QOZ+x~& zg6=8;fy-rW$1Nm3!QBgRBsusU3fTJo@Er{91K^8S1Lqol> z*+3SQm9?-sp(3Ct!=~2Jf767_^I=OkyE&ZroanCKyU?xRX{G)Dsh2>(=pz2{tHIf| zbDOe0twK^zu1>yK#ylvdJ;x3lE(1}PkFcx_1#aA4Ld8c04x0Y{ehc41E%`waY%fD7 zR}<3G;yY3hi;GLX+Pj7c*PPhcD~tcqTMb9Ji;jjqpE&%an5lSiA<}ARU8p<8C4m$p zHB*2y+Dl2Llo#E{fHy}!65~8Bm>3Hc#8e>shGoohwa)r@nxzeDlS+9R5VXd|N~o$n z0>%b{C`V`05~MuGU6Ql7D6v#4xKIv)27kGI^1dm^ijPZ%8CxMZZep zRtKU{^rzs-!vV5DVgGUm%?A`{7RS47xA$BdB-8`W-f`3*_O1~vjaE+U9HqGi74~7} z&>of7tLEd3FGh%+(yC-2LrOkWO$9v++`mwZ-0Gkb5)v$@s{3U~pJ@=@wM7~)i*<0~=<^qXy2B1! z6*Ie9qh738MGYAZ{SQ>Ht@3#&DgBCznE`?uGbK*7fQJ`snR(y7WmZ;l6s}=u#+|lX zl7@#J&pThSPec_id|TEspXug#_4P6P1TfE-wNL+H+)7^me&B;a42a47zuu1;`^^8? z#!4>2wQV&OpG~?4sul{lcyyfbu|I#r% zww0Q4&eA24w3>A3+ag0T^F&Y6rT*`pzmn?dO8cj$JT%c#I6B(!hScOQDtt*v$*HJ_ zhK`^N6sPKg&(-<`cxMN*vIIY{{LP+nvIsdo`^u4xV@I{PK_#=nrQ~DXw zv+TF^lBMIf4H9IlgE%7xaG$s4e`qQHJ|N|8+A)21heqe-gztLm8+epD4F4`^MG1KA zF`azZVulZ(@iN%n&Mtd=Ve>5vRpIeCKT71BvbqV3Pl^mAX#R(Y<*_~HIY>!F_(eg` z`%wrr2|oo8EmmaE_y37e%Odv%!6;nSWk$Vm>E?fT=bA$TH28Q0g*q*=qPLzM?q<;A zh}11xySO9(99v#dF;V^gsdNqw=UzA_YHgM=clhU{y?Gnd_TEDQw#jzNEI~u6Z*_*s zDDedE7c$$}ng=KrM40e3i&Vj*CJy*7@K;JK+NDbSuJ1rg27MiD!-wT6WqLIS!$*Xv zM7wLJTaSy!0{n6Cq;D^k)t+sRl}9cfcQe_Vgq!tirkbCfY5PxA3-_T{_Ku*{YkTF^HNre#(RZ_i(i4{ zN`@jZW7NEHN4I3SR4Wkaw^zwt)e!CiJsWXPiCU5B$nbDm*9BkWpTC#Cx^k*I=Gb7{ z3cpxH#$lQb9QEUA1Gz)03EJ{HA;#j4Hby!$uCL|f?p})0{ghmr;oor1%L&;P@bE{q zYW9giP&JavRep4a`?L^d3SIGq7*f&fL)CRDJ}Q@pIdW-K7`{dmz&hS{`?u!L$C248 zw(s5%25`k5# z_}QQ$3%Ez>VboH=dT$FEi`weSPg~hBoP#G4bj|wEZQ9yCm&+ZIq4|k>eeSg!tbi(} z)obDLaQ%m3vX!iq)B*^opzuH?7MlWjyPk}57ut(Uy<;~BntI}{# z=C2%NKGV|F5O?{ZF-%90scQ?QBt-Sp&&WY}y^L6-!q5mycZ!dSlktf3DP3MyRl^^G zNNf>6H$d(N%?3bK=?Zj6#TC1UCz4(PNhs6T1!*PZ_vdGr%WtKfpDGp&e+joyd-{-7 z_k%bPDyFfB=9}4}j=en_$!2|Bs2u$pBR|)K-`4kg0^&SA(@rNlXLm@X+gTVn6LuSx z?1auQx}0l^0z6ha8{TVj+EmY#)u%fUG{wn?#~&)5?+??f~=9xanmT zWYP4R8iGchU5Q#G@w|f6^|^XVn8E|K!!Z)Ts1ov8<4uO-|I-3U&da#YzV>HT z^&ced2wlv*>(*c;eAUE%d5#}aHf*nd(%~fB=tzuU0BHtZ2DboyNVX}4aP zIJSSSw>#dgco4(xP95E&tva_8ZCbp@hV+In4~Q)n*={1SG`APGmb+&Sw zxsTO#^t#_=O|Z&VyqnytOYERRe2)Hh1VtebCJ0n*+`01erEIv|fnr0hj>Bt--a} z#n_HhtZSRMF0${OdL^8yB$`|)x5!wx7Vp*3=M%^TZvd>*|ySmF%P6Cs_8D{tM; zYOYb$sD0n+o}}qmxJ0#f-JAw_Ka~P@?1&$Sz&DHt9&w+*Y~(Go{^feNlNWh7rGeqv z4e??5>N5SF=v;Zi`w)c^*}kCX>YCWvDhl|5c~v5$U7DQ`6zt!? z9=v_PN2xUtOY4)9VJ&UCTYg1F!W-`=bN9#V5IDK;b##a2#Mv#*_*-~PoUP0Kf? zDAUl|RIw%>$&oWTj6wW~!%hfPg%zJ(U%Ff@`AphZa=My!gYT{DHIIGQkNofRInSjH zr|s?l;cWmHb#&s8H}7=!b==ci{% zPWZ5}$$Yezdz5bDNeZ6nrLF?#L~pfMDk?8v_AaEH^CUGI(2nlh@so zL&G?>sU^piW=zfd@SuX%Kts>aC6)cF%gZ=|((lQzX7H7)o*F(;cS<3ZLB&lUYbh$_ z!xx*9gRf$;QZ5lKuK4Zl3U8{VL!A~NU5j>g(6pjo*zX-NK0?Vlb`=C2F$4{`p5cRj z`0nKdQKv=7I)qVt&WM1U{j+9ecu@ z@ls>sdwZ-P!3CN$8L$=KR=xQsVd2VEN3Z2U(ihE(NuK}k5W+oIX8?N#=HPTIcjIh9 zzFw@D+zLBBK7M^`3wYfq5SBLQK#daGsUL*ff|h}e)NkHZwgVIHEP5J&aRm2s_4}z+ zhx)ahM!2B$9{pHxv_HASa`-bOW!l-9F|Fx1IDL&QZsS8QjnL6W7oo0NCXYs6t5lfxIJm=66Gy((@s46f2Vg5kR*h-l8ZONPoZZ-a4TBTR1$*R%+ z`2C~TSp3HEcanO8X13dQ>=y8*YXzj^?x9mleM45l#Sy&D?^dCW%$K9#roVNQ1*xKj z*z*~im^?%lrFgmd{0$Q-)CikyIIl&8ae%i!a&4sIykl||>><@mhBoYPqO2T!#+(&Q}5B^wg}!8hpiJC-$5etbNE zg5HbIJ74z?TiE-Z|Q ziJ@}geYN<8=sxr?SiT%W;8Pmb~r( zvY*M^Je*#@&y*Cx9Rq~9xq<9h`!vpe);2O$Q(LQcPOhn;5xlNaMg(gL@=ibs0co?C z;lvWW3Wj3X%JV3TbbpET=8M}-U4W)_ql5O~StwFK zdztai&APSJCExqZ5t5-~XmDtNy=omu;TJbo=;=NWLjIM;W!ml`e1G5aW{>KzzWfB3 z8~IYOfFD|!dKwyw)cI8a7_u+ui^a@qT>nFnsFZPfb%S{P;RRY}JMuBHymBzc3OH z8(SMJN@!@Ph;#jkdOI7p=RysF`(C2!ztKl9HG1u&EOq2<>Xm26BS!fTn0t%!XwQ~r z6F;D==M&9pbZ2bXJqful6(hykQ5Y$gd$@5Clx=MT)w_?6kG=6A9!9IXhhT0n=H2%1 z_Z6nL9U%lnN?KaKD~$N5z6&kX0XGOz(Fz5l#k{m&=jfLAY}0m{>0}=iXor?<;EeaC zv5geb9j4{MB2a-#DWDyq(VspF`8ZSW)XPxPOYU9bd9$SRJ;J9_l#<-9$-kZ50(@As z?^!#PYYi3DXJoR2XRN;D*JM&S@1x%anzJcz z0cN-Z_L;EoaCUxv8TkLHc9={~n!cyDIHWa_E=7GDoGA|o_T_l;ZKnwnBe)N@BVwY(>dD{j?`XT;Vo&LqLi0t^%cI%bn7HtK};8%KY=1GbbQQ;y5a zHQ}|Sxl0b1r=gV?W)axyc0QAyodzZLG?k`J{$*vN=*Z#hiCaFyFp&7c4(z>*uAOwy%B>i!_t3jaCr{dz`Qg;uDz&M#j zi?C`HO8~1p&f%y31X&cAv|bRJ0KgC23Y5qB!5Z57#(Q1D*UxW(r^%{oiH4#q|>CV5pivHOIb1 z`Xg8VXn$K*@Rdu(r$Mbbve+mT(LFY!2i0!iG5{;OvXW98uzG(4238zLggARc?oc+c zvbJ@!MSVy^8dul)dAph4#49I0)BQcJJD09n&}qtn^a78=0CQ-}399n)^70I9*?ct) z6N1Kg?t?DbEpAYKLZM8nXAJHV&$C|LgTu6&=73nS>d?#dN^Kg#56CuuEz z0Ua`AEc6aofpGnD}Km9wp${|;fw*p;ST1+R+s04!8B{%W_UZ077dj8%kR0ldES z?2ly{MeATdgLXJhWwTOQUh|qJ!y|3IgM))hbe}XCfAMP)_dU^_hC?|L&(n9s5DqnM zJ|Ig7+MS0U+xbEXGx)zltyh}V~ww>gYyzXIYbT=<#? z-ck@x1DA9uB!uO1yNf>c8y}V%GqAASdJ;kE9^h$*a5)lAx}MjgD&yMk-0#kM*J4n6%U%)T2g3#l`9QhRVOlqyFc%_z8K* zuwlVRAl>nE!KN^2HeJ~H{5+L$Jy0)a5s+4ZMF&I5<4$LxOh%#hLV$^atfUv?UCw_q z0&34U3I-R{oA$}1C0%;N!6cM9YM#{-=udgg6eR-0x`jo-?@!qGeR0j=q?3zbE}{t} zt%BI=#c%G%jDb(9Kq4T8YTrm6cUuYU@?I;kEl2a-o)AEeNXnor_QELdA1Eg z7{HpTFzE&lv=#4sm;1|m^cE`@`8NbkJ8RmpY@G^@E3Z$jkjmUDpV@tT5 zdcQ>2{Fw6g;K=1hgCrWsq%-B&qx-jW$lhu@yy+nLICXfA zFK`Qk3`nc1T#gd${yLd$4~vWb#ei4a0& zk%o$lQmO1zl)Wo^@AXz>ldP=Y`TBgm-+$tFe4pbvj_0Vuk(tAk9{4g}7?4gCAeLjU@LywjIo?8H5MwR&$(`CsL}8Y9#X zE?@qB{82$h#R(doi1PCCqC>~FYZ9JRB^R7=MP}va^JMi2 zq%K@_zkVGPH&_}{RM;zrIwT`k$_N7u^)uY#@calE6J~)xy zqW|diD*>tCM~_%RG4JHfyEh@s-Bv$WH6(iTqIXauTT1(_Uk8m-G4HBTa0s;AU8tJscbqgrN4%Dos5{7_EdkA^5gsW!8a`0 zn^YxvG&tX3J$`u1FD#rQ2tf1xOQ>e87I2Jc_?_SBYo%tB8U0FWDmMVKJ~Ir9e)@KA z`5>%Ea!Y2|t}_gS(_Sx+n`GqJrqcamI^Lmj$|#QW#0mXV1;(03%!FEFn|6OQolK~% zuU|~bE$l<03&RJUm|&6Q*e5|+HxYXvMKROd`Q`FElT&9a0pb^;owVWvB5NqexLMto z;%^1K{22DuH#h35XXbm4{=U8lp&Y-!kJkZE+5a8Q5Pts7>I>6k3dCpra@PDxH|~yS z6vgwe{np+nDp-k#7%Ob1TEFY5UT{1_WT!#vJ{sxLJ3^E(Q3apdecHb(R`fZLJ1*bY zu9O!sZP#9>QIZDIUqQ&qjN_M``cfjiza}%pu zZvDvfRc0+6;nXjl!|R1x`j;x@IoCy=3SS6(zHE|IOU0I>)FHzwsGrKlelEyZbvl%5 zpKu#PScc#Qw*YjPzkT;k{n#;D|A2t1g_8$oSF1`J1(X{%zpc3W8VQS>w&AlABFb|$ zGP}jaHPzKAgoK6T{we;wSCHon zw_UNkA;82uA$s8Si6gx2XvEtr5>m zY*dt`%xWCWAjKZj7Ono0nw@m^_3GN-oz_ZnWVVO^F&p)2J8Y;J)G)@~g7)#5_ zl5Gr=74F_@e0k(Xq_L>gUS4U>UQDXr4KXcRdi+~j&QMY+$gN!epwV}!vTIVQFUcxS zHyDNb;L`r=dev|^JHO1#bU77SKPrNyuysyOR*7(0U@9}bmdtMI$lLWTk}vjI6zN9(sWkNVS>LbQW~LoE z*p}HpQ9(DGMBOgX(0!%Hys9&a+|_j+7M;Q>D!s$p4^a(4hQ_cl%fE3OV=Lnaogdu& zeB|wm7bPz~d49GHaJu>1F@?>P>mC({l-Z*(JvQ2kx3_0Fwv`JC2pm#8`}B9Zw>lFB z*hdl*TEQH?r)pw8&HL5XKa^*VJYj%qE4%BAY}Y(mOozPsSNItDRqsM{o1$nJqfGDD z?C|QbE?HOa0*Aa^Ujf9ydmM}zg&eVaLjRoSkxHq!6Juz!zO#mLuI$6I`cv+Suo;s3 z9(q(|Bl03nnAEefvHkk{RcyeP<@@Wl8?0yA$(P(z(%t$pJ-sj6aJE&|m))A3+o!g( zVQPdU(wIZigvQ*we_ty@#96Nd_KPRec01=U7rkH5eY$sDbICK;y8FXnf zd&dcpGoReZ-q*OrVh$*@w}eIat#_+Rc9b!saMYB%xfuHGDGNirYx=#bl`~0X^fg1T z0PA-F5fR&#B=Yeml9qGBwH{MnMrQt0OUbOB{1COt0=rhyEI-6;ysdN9E9r5#QIHyD z{8m4aN`g`aBsycgIX55GTv4oeZ7)lix`&6trp=Q@`?75?6nn6A3$g^^0|(qr4ZHS@ zTF$J!x{eVkLc4ZdJkQl0#LtH2U=L4EAxTN6mVP$d>>W}?tNRI)67*1%S5@gP&qZT! zndllM32cgCbtKFV?d6vI= zI*nE?3beSn!>Og~Mbb{~5l|F?`U|g!Q!SP zKO*$XFs1sTW5<3xYT@kLYN?-JmfSvW0OuJ!Jv}snoLp(y1bzf}99Fcnzn>o#X~KML zn~Nck3)@&J+R%hq9Q)q$vT5}fA~;FOojMfyCXq7Ux4#tFZmW(=!MtqX7&rt}wMM;Z z<~H#D!dz9IKG^cb^Djfszt=;PqYD=E4;jJiZmpOShcSi%a%bP-G zQF|^I^7(+Xy#l1eUS3wFrQWG`W5b`4e3!g#mUfph@TI4_TywomDt2JE*j~fgz}+DK zN;^R}*lCg!qoml_(iqw{Wp?SLEq&=06)NGbj{yy148m%HBnq>5BR<~SzZwU1!Xk>B z-n!KMLDN8&$d&rcY%nwcUjayzM&CLv8O)-Y-9TU8Z@fK&Xw@%*X-IOxmGinmk@v@@ zr?nw#bG#5Z@t-YB@))I-&$%RFUg%v~T0SG4yQm$BgI{a^Dapv*^591wv@Jr7_w>M( zwpWvlpX}ZQmPAEd2TcU_aS(?elT!6o#_M6;`sx)Wrl=a$+u`$(D^bYH%Okf)%*<>U zt#gav#7%IbXY?{O^z?|whDs{D48CL|wlqUzAgr<1x}IN@eddz>ev9ajE3Pl|*?D_& zHa*UZ6_4IabHwVS)XU9&10?fN|Gtin5HJ8}B+~8X)5ay<*%mrTi3!E5|S0+V#JaWk+JGcOQ)Op==?p3-ZPWrahpRWHM zg~foRi-wUg`iF$1Nv^c@*FO~nh5hgIr7xRXYqte3>REDfaXqk~ur2-ez7e0LmBg&J zRI<%wpqK*mw?;<0HRzI#T-PC1HES!t)rG)zkVea*REA$E2|8Q{MxFfw~f-%OR%Gz zTToS%Chk`N4M^v_FU4+`NCl>*hHe4TReVCOapz%K(fh^o^bvaBg{i}Gva%MqE5Fs% zRie&ID5cN?C@3s!O`DLG&#=v}EQjXcscCtxYRQ4`vdZ*6vww;b3krBaEH>DGn)&lb z!@*(Vsod2QuKF9iWs}v?0BkXl+i@INlO;CxAf1izixCR9W#}*Sd$(gI}*F5M#FX6x-(KqCc zA|L6kuipk)8(OjOfC&vspR9MaU4r>!C%rEgpdZU@W&1x|_4!bo%jG^aN- z=*Nz?ya@xox_tTF$AjMumsU`?2uavj9qB0YRYS8}^3t;=m;d0G+v#N8dIUV?k?R!2 z;TsEr_URvm_Fkiy>djQ=b}62WU4zg~Nl9t({lTv0^-8ee5azK?O->&I8O zTm31jR)UPuHv4qk8^+B8vfO(}W(A&XNNtTi*laa1HPz0~y;Yb^KfSh)_;+J%wIEYW zocWpYR-^S_rX`~;7zBf(cYOSr(_e-NRWp%q9N%39jhKdSGnrGAs7JW7Djkz}z#b{` zMky2Xn22HDXsv<=AdYj8th0W;l0qxR*&cIysnt*L_XNb!Id-fxnBPa?qPz2D8ys~I zX}|?%$4>C?<*fb4bm`y?k-d8-KVJ?t%vdU$vU zC@b?YGcy||Y5B!!$9TCvFMeiy;BCg#ozEMF?&;GKdZ|X-ku|B5uTr0G+gAT>`N&=; zdL12|VsHk|UM4(J*IuTw+c|Md4c&Qk$1)`Rug25J9k(fbhWZR7+P;T~hrC&ljO}!Y zwta?(QBqxf+%s5eeSh{jd4B_h!rgTgQwykdU_ru+_hZCsmm?ew}I54Le-2>VvW%u;-xV}iGIHH~6 zGHk@=>C`h;H~(khkk;^~)bj};f6vkl{8Bksl}fJ3MKBbWkf@oex)AYX&-=I984HGf z^RrjAPnmFTxAtb9x)QV@;XL}}S<>{?m6a8o+WppwG_|%e_-<%g2tj$rATqDQb*peI z1EVjCv>B+XT<_)mz#@+97Vhru*5F7(LPKw#Pm6zW(7`4_LBoE@p#jn1UCL+3gb-Jo z#*;za;Mt#ybxyQW>E570ZI)PvygViJlRo#c-gjQx)yqriT^{4s zjt&JPa4koW#R{YD8py%=Tp0X#hupn)bQ zNzRKTZ{B0Y*@Dhpu6x9_4i;HMQ!{PK;n@jWlY{+%FOwcC+)Aa5bG+4L&By1YV|tK3 z<-_(Yt6Ghvx(~kU*MBZYx~n|I1*3TV`jyvJJ-sGb%98Zqw)Gkxi~NlHa_oJzx?9D~ zqzO#9JU61}wIqWfQSMVbaGQn;D$n{Z`Ftn+33}E=naB}dAJB@DreAI3S3$#QygMVb zdp8XTX`VTKix>|SxM*)DwXTF(>cgQI3?PY#jqOfuu0rfZ_Oh}88%lN8)MFMF1A%w< z?Le5{m^hjuAi*famzD&UFva@!XnMwGC%!qfK?tj=@?~XZF|P5t#zt}m!T>QfNIG(4 zW&g7iSo6&!z?80hs#^=4b{=3OXBxHn1*N2%Ys?>tY{N~2&NaxFn=0ztj_9Xm&@lq+ z22!?Cslqo zs^1y$mw6>b(wPL9XD&nMdUiDG{}|pBae^B@ct$4v9Y!|`#UKzV);w+PXZ1R z>8t9$-@-qKhw&z@=Equv+tN@79{TgETIa-xM`Pp22K4kI|1z4V`i6#t9Ky(&R=P7x zlr5&1W=BPr(qPoTM`f7&zPRbExEmcDW%PUB9ig zhv{6+AEtrvailFi2w!y}Goo$Z5nup1P8cyC^Mk7s2LAx}c`OYEQ;^Wk z9mgy~I~t9%7#JKZeDL57kT~evLGxbW zI&Rs}7s6J3NFiE!cOk{IAM%%lCwH??r{?A5p;AWViNeBVFOtaL+rZYL)v)`KEvtwG@=fz7 zCTf_&k;i&*s@KKMt)eaMLKLvB*K`4gq@*O&%(8e&+!R_W=`55Kh?1u`dAPVfhz0Ta zjEs7kQtR@kl#Z5)nWVJo_@?WVLaVK?8AHw*Z>5RMU(<01__=uTV$;7D@5WNWh!osB zVPY6OcVMsK(8ZS;-uu*QHY0q}{9#WWi+?jz_gI1ZI8UVXvkfh)-b4kd+Nvt;_g)`T zxxrDC;gC-T6+w`uywG9I$-`5QCPll$ysW+HsQRLj?^}I65*cR0RHNG{wZ1(g2AL@} z>N=XokB5J3bNp!D1)L2a2Ji)gFF$NzR;tO?I7Kh_Ow2^aw3E2Dx~@UXnS0M)8+M

2AvhO$Ehl|vnMr%AhU`cobJf7_V^j4J=1oG}Gfr@3QR*{#-e97m2}X{-YpySu|tGQI4a{(FqK_}w)(1vA6&2i5napE<8_22(Hh zP3(@CIh^=}dELjS>BucHs&8S{os%ak66nD+dV2Kq$UlGd$YzcsLpPatcy*ur*n8&z5A9F$k#eGD++S-$z!WW(U z;?tyePl-A^IcXu$zPt1V8D{A%wGFitweH2zq*J|#9xsKWjZYjI@dDjMT(yfQyIjgN z(=L6Sk?*U;j8yuF0~;by)r@OzY`h z|Fbnc0_8P}mH+NlXI-srp@IgVVYeH@NokLu7fV;^>P#Gp@7HWGr?pm;QX6f2RV>H&GvoqOI=wxO|BlC-fNE~@Wq6{_-M(V z!!wbGciz$1XQiEGB(D$+JQrHlF?qn2B8gh{ctlW9R7kBR_HIClMW*6e&e5+o7bc9c zrSliMt}HF&6k)}Ji50^-2g>(*vp5$ni}dvN8k{*pi8l(_5CJ;T6ylF&u*!SfabFV| z;qz+=n|f*r3W_AY$2Z(ByDl6)5JoF*U~qn0_Gnw=vFi@f`?I&-|DwuFw_WJX>K5lO z?Px4D^_*I$tllYg_mI_HDWSERnLjSs-GJRh2Kwlc&gp;2N&=g6>_ej^O=-bOGLKV1 z8o|uU8kliw@(NV{l~Kal4syW_H47lltYOL5k!iUZ^1aL}?UK-T@Thuo(y>eUoqBiJ z%q;%2S`s;S>ui@GjsM@StOMSi7Se~7JMs*DH;`h6 z5#IXP@2i@$0YvJBr-E__-4$`~+nXRNJ~D}Qo0*$?Xv+}BaR9u+g$v<7st-sr{u}gm zW%;pTKo`)r^H%)KTT<%zCw_p)J0IkxB0r}Nly-iRX| zA1^oGrOA-Zg5EI8uAUDiD37D{gAtR&h<$kEyMXrtKJ@{3J5l4 za&oWZ;IpvV{h#k%%$U}pa9GK?mWs?#dSYZ`xop;;syfiJGyhP{)~mOZQ@)SoR+$B7V-UpA zqgzqss5--O8SGHvTiV!jqNQ&B{!bJ%tX|F70n`j$=>Nz55hGL(E$+-*Tw(|Ary6CIzLW0g?iRnJp0!*9eh^n74IN$C%Ol}h ztKO%1sYIy$*0flOKd$JxlHXb6z??@g>zZmJY3p)%bVAYHfn^Tb?@WUKv5cVxuid27-5TMi6-UwxOK7K$FXTDp+$kyXpQ z9Wbk2Ws!%Lj*j334_+HChWq&ewVm4lVU||s>fue11^1Jsdnl!~tH+R%glZQ-1hp3~99aGH zq$m(hE62iq*OibwIJU;vNgHO^t95@-Hf|AsqKUV>CtPp*F zkB&xt-PGIL``Vg3SW!$>z|6L5ez)TJP?@Tf#(t%pD#J?EEaGhvAKyP|Z*ziKL$w+M5wrxal3Ib>&)J=MormQ%|$ra(u zOiTjzUK8}IzW#kyD#rr`C$4ioe_v48%tlqky-FG>?FSbb6&H7}ir<%~Xt~zeNb)MR zH7UP3^nkY&=PCqex1m%*118$7x`V3hKb?od76q+=&+{kHQFs1mds~~xq$s=gVWV5A zjd#O;sdG}3sVSIS_CT_#Zp=ZJSnSZJk-n>&6Sd_5-HyOx@nwFL}(`9f;L$uep zoV1&356vd|Y7PA5tE@A&*~T#jF^?Z#WJAC0Ayd;hS^G;K94Q^%Z-@a84&+owL**-3 zsK9ezks4cCWPf?xN*1EmJv_5nz)^j4d|XpYE2wtn9JF8P6oGP`Tr1yivy@l1kMtu% zfF{>x?W?Tv0#wQ96}(?MK>QMvN6)4hcB<5|=4}G1N8*Jz)Ozge;7X{tl-$sD%Uxj+ zhA*ud6&so$Y+@yq%JQ;GBu{ zhLxRNXx~299`o2KlW0qqj~MpH!+vX`W1lzVH68E^MR<#P_;B;%V|S2$55hd=2zsNM znwwvrA8ZU^&>{O+X)D>sZ4HpQoH2bkuq2e$t1R@jCPE{)$DEsXpD{TU5TO+Mx0ztI z)!T#9lEtLmr$Kzaetm?C&kLV~14u@WS^7rI{4=%bX?V*zT|+L zJxV>LweD#_Auc}DfXkbGl@5@Hrj7h=$go<-T|IQK}WvC5=v+qR+4g|tNpmWjB{b4-&~q})mi~^$?cZOrGZ${}>c~C7Tk_)bwAhI);1$4&oJd!F>sUx}j$_Lv z+na(7_1rIR7XoKJH2j0`YH49{=zIn%AD`+V?^QBy6J{NE(SHZsol~^7x6gBYF9D%Y z1z`E7{CmoJdWsNULf(Z@K*67`v|GUz2MG@WZvdn*qQqg*DRGypT9!g+ara7F!woOX zZ~K|n$*)_9BHPK6am>8$tOR&DIWvvTMbm#`sBQN997a02ytH!Le2Fr1PtUKl_ft_0 z!L`IDZa7fyyDn4KZyHE(U!U-iDp5~0E8xPz0X#vG$w6H2zZ(Q`Kbmv#DdkHxuxE+u z)5E7cz)*ZNh~trbn>+b$qZp6Mb-sIUIaBmvtcS==oT)#K9kMkPDouJ*h!Rm!-u2N_ zvDRmUnqkx~bs%fu^2-~ni+}$ne*D<-VrG#@y@)*Gg=X;m_;}UyjN^Y~PI0nQQcM?Z zsIK>KtoVX`^6zxeGB$oD8~q-s-Zs@G0bo6tFq2z`;|49iL3J=i#g8lv0?O6ZcDuB7 zZ$)aoaGB$%Y7tZt<0~>d`)n7*iJl0nS&w``YnUj>l_lifwjXVJy)=%g+<(2##B_3! zzP~}~IAt&k3e{7b*KIu{T&~%KdDx|5+EdIY(Y_tXpoxrBQ**PecE#YSo8r1`hJBwC z6eRa;Cm3dEL!KUdSd^X$N}SlFAT+8DXp~-E`ry%HeY59RjcX+5I)*<;!%NFRO_zx> ze`PAqWAan`3?>L!|N8OR+GqW+pS4?nm30Zm9}x;~_*xAT#e-w7HFR|uA%@{yzsa%4 z5`Mu!BDUV&-ygk^uU<4478V*6dVjfY8dF!&Eb?$G%=n;=#(viqQ)l!zPT8hfCwN9|n& zHHkfYE^D+W!51z?i6=fjzDdd3YjZvf5r`7U7CLqd%tKD{dF~NBjOLe0C?T_uac}j) zG7MSHfS+pG>5tkOk$5y2z0b^)PF`TSpeuxab{bk*4OnKEmX>DPe1Bk|)_x{P9eF*r z!2i%Y9dR7_iL_HcYt#Hay~}u#k{bzn-^dcy^WZl&GqC7wKWe z)9AOI>hfg+|0v6MX+TeE;6QeC;{Q_pAB3U}%B3@U%?q>^HjO&+c38yl`+eDXx%#{Fc5`% zuf_{~os8I!5SqNIR}XhkF;Hy=Y91IK4uZMN(X?j}^4yOIg>>>D5srOpmXkg;(n zT;y$RY&z%(2|QpS4Gm3kx@n&6VHSpyj8uoXa*!B$&sK0W%@~27zHHWkrW!{+Ui$uV zxb*fxgh`4M(y8X-9zkkai)RT7ZQ_dTlp7z~PDqQKEwgL%Eq#?-@%PbTT{X0@KAjvuv zr+SNPvFBRk_4iEN+*f4i&ri+ADY;9+7Uq?40C`+QNT}3aZB|EQKRuEb#GKOR=4&S1 zVU_{a z3`D+)tq1?DO85xEft&vEu`RF}>VCuPiZoBNey_Pap%m7e(5db5C{4_L-&9pq^`6mH z(MYZl1!{FB%EL#F2qI5ti6FybZM9i#jRj2>xH0Um(QoVJ#ddBY*eW$26E41#R(k?v zz{3VAb%@Y>OEkBs{A^IVIO{Kx{%Y>;-$$j1MMXu|Rzlk=ty}+5?tERJ-K8fX_X1P6 zZ~c&`?tl?Ip}jb)rB#Z4`}d%K*O=`xCSf*)3KcxAiq;s8y}lZga4_nCc3GlU645h- z?8Ei%ZvzRld?VU`EnBt_yDVUv>ZP1L$5X}GMVXNzryQmHY~THSYXELjFgLgH45uG% z7kQYw_4Su8JCK7M1_dnpvHwGPd21^he#m1Yt17Y8eim0{{nIP_Cnc#4#o*_+LWt^* zrNp<#T$q50aE>ATL>0lB#I#7=*b+uiV72zUdM~Yn*2m|D6~?QN?n^L^H_Gx9B={2V zdS#O$vq+pNn7P$IbuU_5Tf_5|phU*Z!6CZ#1p?>@FEAc6#5V={fX`lu`T8FY5!J1%=8 zBCy1KmCWG*3G~cFc0Eyxg^&Fq2ZvPIOx1%2JKqtkB0KkPp18(?%Jl0$z4jpW*0i!B z-`(m9_brfaA837rZ<$=YxT_GVmE+kK5NSjr*aQmdi(sQ3Lu4Rm5x~?t8ZZ11=V2=^ ztNa<9FcIf*2V?gR5noF!>tb*CuVaeU=8U%4e&QT4`e!`0h%%aMxVNV%1x)d!n@@@A zmWLgn+gI&8mNx*fV`B2W);9p^_5XliLd~GfcayMY)UvVJ3E$W^GdoyL-fb)$z)~_J zBf{J;l6>A-5b5DC9GU1Z;(SJSfbbT-VK@L_nnPJ%mU()R^II zF>iNT<@$O0q-gUTPy*1G-_YBSiJgTDpE6#+t{4P9FDr83+o;G#1u*ZkQ|}nQarNLkM@L8Cx>M&8jTX^W`PxlK-6z}N)EW0~ zA1lN@9My{Vsg$Yt@)Q*65z_~GQ*aw#cq~e*Kc;ktAq6F)ai|iEu#z`)6(e_Ir^F(9 zc2EkmreppNobWh6CKA*dKGQJm{I4_e>1G)@=Z`igU$!BUwq+bWtbRt6(IGM<#4jU* z7#f5sQR*=nR@#b3bvr(;o{u)y=6R*&9X&=UVCt3U=m{DXoQ=Y#-jFFid_CdNDi*{G z)T(<>k7$}fhpDc^#W+R~${=kqugWmI!EsXbhO2>vYm)=;gVkBXO&X;lK5AK< z>xArupWk`Ti;&6TG1te7*6B9Zr#I?mwB2#v44~JJkynvmO;x-Wikq8R2o8d{$y1Go zTJAOtZtgC~&u3y{^22+piIv|5vVe1bIzpa_abra|YxOx0Iy}a5xYtjJuz+QnPJH{8 z27^a)+zcLiV7h#ts7la7N-710drp22Y3VR!4_MNJvPlN3W-) zA@pUb7(r%#61&%Gz4drf)bcMMa>(!5_8KUIUgFn)_C|)DxvcUyI@$`)x>Uchs;7)F zNAJ5+JR(RPD3)mQvwlaiKoUdnHa~t`wJ*E#-A3cqEfqv+D$)$@>?!&#@v}Sj&?|1A zaoDkE^>uP`cj^m_{PI{|9w7)JkQ%X9c8*R}k#yWyp%?%i&Jej*Oso`=FLK$A8|3yk#qMQ(Q^s zHO=Sih0nM8;_}f1c=SQ1+<(ZFGXC!|NtVb~$b>tQ5umytX1K7y>SnRux2X3XhpDM4 zS}e4^y_K&87<8xcb{+y6ldj)ZsnEeJ=iN1INRn@+C8OPm4sSbS=M}~<#dD+8(P%lcEN!$w|NX!0>b$86* zR$<(0#}AR&=lh^wk1NUT4VDZqUn@_JG<@;$)%xeP@*OEd_vc*xg;bRj@l#S#3%d~X zmW@nnAuSXmU~0A_n32~%Je&@~ zSUzBi&ea&Jxn~Mj8f^9(pA>Sj-PP+-hBPU?sjpH9nLN7tc=&ym1PR{fQln6;dGOBw ziu+TF~ncmk;!Po*xGF zz-~3KD{8Y3ej2Tk)2h;LY!4rlg3lvZ*UvkCgQFyfGvDPWz9nc^P!*PAVCvliumBwj zb`~t13LeGZs42#^@W_J&UzmzpmX2@%m2yJpa+9G12jGz=p-ce3T){T9O-D` zDK0BRh2--TD_Z>#8kAVqQTQXqof1Q?ix81_tYctEn)K6zgh)R>lJZRPW;F0Vkus0A zeMC^?F!gG>+mtE2@~JSIF!Vls2bFY6YU<<3w4W6pa&vPVz<3$ORG|6Eoc>B@pE+(+ zNlD^{sV+-jqHu*iaA2UP2gshEng7XhAE!O=MgUQH`w;Kk?AH8QB7&ofj8To_0SDC~p&sQ2Y{6Ai0ItYGJHEQ5$SSuz z6Xwe9bT}Y{WJ*9ng3u@-cL5evL#wRq+!J&file5KW#1~6zp=ied&fYCi{Gx);?}JK zRw@i_3V1Aj?wIpVYisK`S^~&6xuHYg1e6MGZHlbxki%^znvN=v*1F=M6jwhT_2DFi z1~rb)!_E4BP!*KeD7!$TaZp9M4K+t-S0E7rq@y4KZzHN~!V?Ko)Vp#pQ5No?L1gr! zA3Z9rs-lKE<`he4iN*Z|7PL>nTn%#58FQCQ}JYl z`u=fgVu9uKOJWXEq4y5_1>%{%R+2hEOnyPZ>m9GjJN6y?pgugdT?6&CeeVNQOu( z%XhX@!D^GOx$X?jT3tia)b+EDObk|qxg;nQ*H@MRUAqxS_5N3-?I zCsQ2jo8zek6s0Jh3Go>>%8ro1sXX4(Vwe$8II9HB?Y;!F!5l{ zee{_80z0@tkQe9%{zU6r1}Pe72_nnSy*|1fN1v#Y1N6#JZtoRDK8VstN4DKIlv4LjC8D$S-x57PZ~^sSdq# z-5*;EtHAR&PtEciaSl~``9ub~zkJC&?^_+fcp z9D%Za{QuxadYH_eGgcI+7^dSq~&O_j_#me~aZN;0X z1P@3RQ1adf8xCx;j%6ma^1#w4?3T<9RXI-0?R=S6uj5WN@44paR^(a0XYM_FM>Yxj z#0s8I&P8i-g{TMZUu}H4kF@>dK0q6SqR(IdH*S>cGI(8Wmr#sW1Ro1GJ(WX$A#YVA ze-)ut2vXxB?lGa4J4zd+b!5%x{SF^KETg|LF}Of=~)=w*u2}IE