From 8f7f85cc92bc0a8bda99b191991875bb476d4423 Mon Sep 17 00:00:00 2001 From: Jannes Spangenberg Date: Tue, 21 Mar 2023 15:25:49 +0100 Subject: [PATCH] Upload Nice README --- README.md | 87 +++++++++++++++++++++++++++++-------- figures/magnipore_logo.png | Bin 0 -> 68911 bytes 2 files changed, 69 insertions(+), 18 deletions(-) create mode 100644 figures/magnipore_logo.png diff --git a/README.md b/README.md index edc7710..123b717 100644 --- a/README.md +++ b/README.md @@ -1,41 +1,90 @@ -# Magnipore +# ![](figures/magnipore_logo.png) [![Conda package](https://anaconda.org/jannessp/magnipore/badges/version.svg)](https://anaconda.org/jannessp/magnipore) +[![Conda package](https://anaconda.org/jannessp/magnipore/badges/latest_release_date.svg)](https://anaconda.org/jannessp/magnipore) -If you find a bug please add it to the issues on github with a detailed desciption. :) +- If you find a bug, please add it to the issues on GitHub with a detailed description. + +--- ## Description -Magnipore is used to compare two ONT samples with each other on a signal level to find differential signals between these samples on single base resolution. -These differences occur majorly due to molecular base changes hinting to mutations or modifications. -Magnipore classifies these differences and provides the user with a positionwise comparison together with quality values like a bayesian p-value. +Magnipore is a tool written in python3 to analyze and pair-wise compare sequencing samples from Oxford Nanopore Technologies (ONT) sequencing. -## Usage +Magnipore compares two ONT samples on a signal level to find differential signals between them in single base resolution. +Such differences are caused by mutations or modifications. +Magnipore classifies these differences and provides the user with a position-wise comparison. + +--- + +## Dependencies + +Magnipore depends on/requires other tools to preprocess and analyze the data. + +- python>=3.9 +- h5py>=3.7 +- biopython>=1.80 +- mafft>=7.508 +- matplotlib>=3.6.2 +- numpy>=1.23 +- scipy>=1.9 +- nanopolish>=0.14 +- minimap2>=2.24 +- pandas>=1.5 +- seaborn>=0.12 +- psutil>=5.9 +- hdf5plugin>=3.3.1 +- ont_vbz_hdf_plugin>=1.0.1 + +--- + +## Workflow -### Conda +### Input ->Magnipore conda coming soon +For each sample in the comparison, Magnipore takes: +- (FASTA) a reference sequence file and +- (FAST5) the raw sequencing data from ONT and +- (optinal FASTQ) optionally basecalls, if you do not have the guppy binary or do not want to basecall the raw ONT data (again). -For now create a conda environment using the [conda_env.yml](conda/conda_env.yml). +### Output + +- Magnipore file (TSV) + - all compared positions + - classified into mutation and potential modification + - with the TD score + - with the Kullback-Leibler divergence + - with a bayesian p-Value +- reference sequence alignment file +- stockholm file (significant positions are marked) +- multiple plots about the data of the samples like + +--- + +## Conda +[![Conda package](https://anaconda.org/jannessp/magnipore/badges/version.svg)](https://anaconda.org/jannessp/magnipore) +[![Conda package](https://anaconda.org/jannessp/magnipore/badges/latest_release_date.svg)](https://anaconda.org/jannessp/magnipore) + +You can create a conda environment using the [conda_env.yml](conda/conda_env.yml). If you want to basecall your ONT data you also need a Guppy version from [Oxford Nanopore Technologies](https://community.nanoporetech.com). -#### Simplest use case: +## Usage + +If you are not using the conda package replace "magnipore" by "python3 magnipore.py". Without basecalling: ``` -magnipore.py path_to_fast5_first_sample path_to_reference_first_sample first_sample_label path_to_fast5_sec_sample path_to_reference_sec_sample sec_sample_label working_dir --path_to_first_basecalls PATH_TO_FIRST_BASECALLS --path_to_sec_basecalls PATH_TO_SEC_BASECALLS +magnipore path_to_fast5_first_sample path_to_reference_first_sample first_sample_label path_to_fast5_sec_sample path_to_reference_sec_sample sec_sample_label working_dir --path_to_first_basecalls PATH_TO_FIRST_BASECALLS --path_to_sec_basecalls PATH_TO_SEC_BASECALLS ``` With basecalling ``` -magnipore.py path_to_fast5_first_sample path_to_reference_first_sample first_sample_label path_to_fast5_sec_sample path_to_reference_sec_sample sec_sample_label working_dir --guppy_bin PATH --guppy_model PATH +magnipore path_to_fast5_first_sample path_to_reference_first_sample first_sample_label path_to_fast5_sec_sample path_to_reference_sec_sample sec_sample_label working_dir --guppy_bin PATH --guppy_model PATH ``` #### Help: ``` -usage: magnipore.py [-h] [--guppy_bin GUPPY_BIN] [--guppy_model GUPPY_MODEL] [--guppy_device GUPPY_DEVICE] [--path_to_first_basecalls PATH_TO_FIRST_BASECALLS] - [--path_to_sec_basecalls PATH_TO_SEC_BASECALLS] [--calculate_data_density] [-t THREADS] [-f5] [-fr] [--strict] [-r2] [-mx {map-ont,splice,ava-ont}] [-mk MINIMAP2K] [--timeit] - path_to_fast5_first_sample path_to_reference_first_sample first_sample_label path_to_fast5_sec_sample path_to_reference_sec_sample sec_sample_label working_dir +usage: Magnipore [-h] [--guppy_bin GUPPY_BIN] [--guppy_model GUPPY_MODEL] [--guppy_device GUPPY_DEVICE] [--path_to_first_basecalls PATH_TO_FIRST_BASECALLS] [--path_to_sec_basecalls PATH_TO_SEC_BASECALLS] [--calculate_data_density] [-t THREADS] [-f5] [-fr] [--strict] [-r2] [-mx {map-ont,splice,ava-ont}] [-mk MINIMAP2K] [--timeit] [-v] path_to_fast5_first_sample path_to_reference_first_sample first_sample_label path_to_fast5_sec_sample path_to_reference_sec_sample sec_sample_label working_dir positional arguments: path_to_fast5_first_sample @@ -50,7 +99,7 @@ positional arguments: sec_sample_label Name of the sample or pipeline run working_dir Path to write all output files -optional arguments: +options: -h, --help show this help message and exit --guppy_bin GUPPY_BIN Guppy binary (default: None) @@ -74,6 +123,8 @@ optional arguments: -x parameter for minimap2 (default: splice) -mk MINIMAP2K, --minimap2k MINIMAP2K -k parameter for minimap2 (default: 14) + --timeit Measure and print time used by submodules (default: False) + -v, --version show program's version number and exit ``` -## Output +## .magnipore Overview -The .magnipore file is a tsv containing the following columns. +The .magnipore file is a TSV containing the following columns. - strand : on which strand the comparison took place - td_score : threshold distance score for the signal comparison diff --git a/figures/magnipore_logo.png b/figures/magnipore_logo.png new file mode 100644 index 0000000000000000000000000000000000000000..ae72bc8881ed786595341ef745d319f87721191a GIT binary patch literal 68911 zcmY&=1z45&_BARZAs~{HN`puvAp+9fN+=-RDV>Uxl+s9ubVy65G>FpODc#-QKF-{G z|DVq@H!?(7l`_h8ce|YP$6cGk<{ZXPK#;?}fDk>k52_}}~Brdv7 z8$CP~QY7Y~N4Ops7^QbjRdJ;++HOiPn4ciJwzI3Ydilgt0JmwXnq#SJ$j#9xKQI6_ zn5~saAMvlZk1fZ3{QiwO-x~5BekC{Q%Ch6r@%;0b`oY(J^rlMmRymj>y-iFc6AvbO z*AYS2)Z5$pBaAJB?EkzDDUQ?hx{l8Dk=6Io(v~0ZZm?O7aq>KQLPF2pS~8D(>+grb zzY=(CuRqc(>8ZFVsK4~~_xJb4Vap(qw_*MFdPKe({kHk@>$64qV3yL2%gal}Y*loL zmRNgQKdiU^UUaN(qM(=u7kc$__! zl|4SPHJUiS_w(PoN-7E>WHFPqLi&-b@tvo#VHcUaq2a%O2M03K9!524^-wLJbaT2M zTSZ01H&sv8DZ%gGn<(lYI9MCD-CtG;88`kN*V2I*ZM=<&_3s^=$+|c@&%g=5JE&yb zCg*oX;^5$bcVKe*KbPreHC6NB{Vi;>2?38&dwHuueqV|I9KwikmP`!uNVSu7*|>Bx z(}%BL@2jh;)05)sSGH08=h3WlygAy`S|2Z0m_Ib_&#<+7zsSq){r=x065#mq<;zHs zz688OB>lUYnb!-QF$%L;ME%$wXI}sF^ozPB6&3F|ZcXLco-K4l@WMe*|Mx+R7#mF0 zxU|DB$N2BxIZ&|4b8SR}KQy5I?>2pWd|sa&ZV;C%#Brj%c<};Vyg8O9;eYSm?0pmC z6I{kdnXoUq?s88uy2Stg0wEI<`Z9~r6x*}r54gJK=HFh!C$#+U6K*r97b2OJ@{L=D zhK3Tc>G?F`u+b9yH|W-J3CYPrF-abqObB?MJCBTxG7#R;XP^0BEX)xwzX})_7_cZ` z>`tOc6%SG7p=@pbUo?6&Qc_YDT21nWjJJi5+=5>>sq|#Y|91}xBPn7*pAr%hHXggV zxdq?j5T6Yoin#TEF5zHx@F7Hz`23+#s(3?huTlfN0Q>*GV6C8j4#H*B>U&X9Lxt@; zUT6T@N$fqox8>mx5jcc|{%L8{X&D)f0|R(vWo7M2f`S$n7PraBRn#RVQO_?faBy(m zsTF8HU|>LVbab?_w--&9j#B(?B!|bO-qWMY{x|H5N>Wl%X6ENpZO;O5s1z$~bP;!= z9Z177V8$gZEWAC_a03|yg_52g_1(L70RaI&_LjQCK7IPSQwQ%R974?1ldtu}eskj9 zO>{g(MvIKEge=-W#>YusmRU43`D2%E>SV~?<1`<-t>bmUHCATXi9z*Gs2zr;%fy)R zcNdqGG#~HGsOvpMjRYML=EqVE&_^URMI|s8weS z3k4jXVvVycq6TP(XJ%2;(9Et5eyecaq0HB=MfdXZfamzn{{-C0x3uh~*MK-9KP=ys_O><&6T2HTIHZ5Ca(yp4Ha5VpGum`Q;PnqAC{PN~Ir52o3tL+s zfBljbX$v>ks7|tY%ue(7TAjCNuE9^|*{B9HG%Y}`xbRh8LvlOX6cZA9 z3-`?j2kPImfP#d_s2UJK0@oKj1+QW={E4TUql$L2yNC#gS6W)Srlx3wgoMGwT@D8foj=hL5fR&b z_uz7s5S7_+V=Ni&R=vao2MYLhufXi=?DpZIIJC*$47qrVBi&#&Id^w=&dUH3Gqb>K zl}tub9Q~iC)OSgd3Jp66n%mk)_-@lS?98{>&bMOD9_*g}z3#!WQuEnAfBZ!Jv83v{ z!>A+_s~s&#dF@17+llm(0wEKaG>S#%9TgN5RI?PHK`~L8qKlYuzBuJ_+?+67W{pL* z3!Xxnl2w8WXbt`y$)Lh&(0&I(JaH>NGSUZ&jBjRpwuxP|mFO%I>Jo}VlE81r_zxdG zv^wy@AH_;)JsWOpyiOw>DfF4$P%%{;b0Aj(*YIcLvoK1r*Or!#-o*AP;%6!mFDecC=!P~E?eq?Z4x0UnO+ z*3?s9tXZ$FFHeIC3t1~FD(I&kN3?c!Vu(`9O#ZFOMzZc69&GN%HV+(Hnwwvb6zcM8 z`LadlK`@xhdgrJz$|ebDL51eH9i^E^TdIjkLPDY&br%PY?gN}PB_E%rdaW|t0cr%T zoN|dAt(>YV9-_lS3D#KE`EG;>eU3?H5{@>OIRF(}OLI#Qq3@8}#u(Q?zSc{V#NeWu zM~@z1;y--RoGS6LcycORg>HSaS`7*i$8FpjT?+*51KiiR(5OEm~34kis;Qly?#32fB@ZLLkCsivS1;v}*sjwUs<<@EoY z@NIGd_W(d29m+@F)CvqL2l(`vtfAhMK=J0XO5%N!;oZw>@Vx>2|3Bl(wP?R8-VYrI+pPlK;F< zwc|!(;u9xMt0XpkKg89L;z`-4=BndB*^}ms^3BX9`Z(=*CU^MQc^?H5T0eP3IV2@5 zEv;QsQ2*C44h{j6`d3@Gy+6NuD{S?lPyXVe51)aGEz%KA6J^5K*_HSt`NcPU%Lor9 zR@OTbp`>B8WZGT;tzwHLB_%(VdS3q05572AO5zPAh=1|%UkfhaR{q&s9} zA^L5h3}dusu`w|*l;3Iz8C4|@A0rAigDPWG?g1h5EA^q%d-|qaj~f0z*Svq2l0~24!XeNai50qnnJX<0I4mRYA&QgEXA4 z)nDNOy$TU9wn|J5x`u}7swx^-q&)Y}Sd}t9fBcAj7Z(@bG{}DqpaT3j?c~GfIX;lA zoi7l_ak1a8KwR!|vKV91o8pVOl~;H&HtH{5J{(kyhP*gG7}g0a?|fTQ!kMdGt66mD zT)~VuRHXv#r=zP@qs8eK4jiq)(~w^_i$C#0#=VYbZ{1AQ{dG(qJ)?Na$Y^ajSv7cn z!*kPdedOKtwoS{}{NElEEY_bPXZXzxph@xIZz2v)UM=2qsJjp#YOKVq!5{U|uxJS4 zesz7or8{=rK`FFfQ5GAY7ZZmfeJ|)Pjr3Q~i_^w6%fTG{g8GIL<8?qE+Xn}O6&{D{ zqs1(CzhaA2m>R;u!jc`5&QJDIRkM|a$K@0h+Tii}4t3Z$p6;6-pPfA%%YeBjWdng` zc<()RE$KOxm6Kz0+I*Glz}~tW?XvgBbm9fn$rAHn`34gr4tepYnXH%P%(U_e^fi`W zGE#DBWTNS(GE!4h=PVIuEY5yo3?Dl4-51kvNl@)+a|IwH=a!cIzZ-W0;5Q#)BCl;A z3TA4!h6LG%cR5$%e!>n32A5S#h==EcD7rh27>+9dZz`)QwK%8ZYEKCK0 zSLbi?#WRO;o?~2{?_mRwHV6o2i&p#fnL}c}3@}it`EdT<$mPhvAr(ay`hqNBV`CFK z9Bg#@veuOgBDZvt8yZ}V^Nz53b#?mHFiUy^5<%3OiC{C#(DJj$M=uGu%m(g|-(Y#nNC6$f+S)qrY;>Z>l2fch)R17xsmm%(yr``hnH8kIRK}^?T8tw$B$Ipd-}&aZ4}=< zkuMcTiw$R2RweZc7JT!Hm?+NT9rRIcR1Uzya z1fjpfyz+pZU0Hqn@6@KQJu@@&_8y1P>(=0VP-TSF)rlynsC2EYumI7J=QR+yb%&5} z+bs7y2pNaMip9avBELk`iHo=|Y+TY5F;USOnBp4O41d76(rj?sFDoKhlVd0y-z|bi zzDxY%$rDI{n+W_)%x(3n1G9BR0vb-H?Y=nFya>6Bj{_O?6>&0>T zu^HoBqJW2H-zhD0FNw)2hih+#|DEw<-&Z?r&A}YsSK$F@fIlRp$bx8)GL<59_me(e zTawr1hsa30*#plmfWg!o+<>-oua^EZo{h#oamsJq%S2?d*VW}ulxB5uT~)MD?2aN6 z`B$$-R>_>VFdlmeiLw@ z3M*ynE>^1M`*{(#0kOfH=e})?{i@9xWfq^)76xG`*R{4zI^h1#47{%YW~pnCr*?XD z^xk_EOvHG&i`8{&MfuBmo)O zBPOi>T#W}h3<`z%ZCD}W0E=!veE1Mr3zIdJWN0RD9O}uRx(cN$qlM7W(A@ zY5Akz<&U-Dg3`^U+1Yo1?2RrG0d)fk)V2K&p>W6$E9h0%8n)$&j^Fs{fe4I`MKvwU z5;g$+P^_%1yi;dQ8Be8UWZsvTm#29Ern;J%rj)QoszLdObm=^U=33;i_5!X;E)MzS z%a@4j+G0D!A$`l=uPUFw^Uk>Y3tGX^n`wi=>VH))ZMrM#lA2mp9L2Caaw=^7h^oTa2dMK)#3WFqwSbBRAZ=u11ohj;f96*jNSxOfrw7F4A4#}FGYvRsmA()` zVTS3ZT?VWN$0evDKrl|*1R3dAh9%qMQ4c<4uPZE%jJY*vO zmvkwrfw59ez1lIabpyBxZ)hk`xuVM#KQl1C6sMGd%;w3FD zEfKd>LhD9>PCWrZL~U(tVb$MhkVvHumI!C zocm<-JB|zLOiz_g{9{YSB0aH?aWPsRXD(C3O|eB2iiwHo0``PsA!54@Nb&_DwFJcO zl8RC@G$d~*7e0Rc*krn{Hmk6BeWd6HfV;-Ei^#OhO#PNX{P4qz%d@RF6J7t3Ifs>J z8|BlSm(C`prXOG?`Wrb(pYMjGrKi6ODA_dDOL;oo_uW`wmWsKtv2kW?EeJ3Vdft&r zv2i!KkDs5}WC1_}lc8LV&@-EVS+0&p{QRWPo;^dw!V(7@4}?G%Bo9Cq_;p`Efc)OQ zdxfQ?zCbisSXx5fW1E|skBpBu4G!W%WJy4|0IWpASq6= z(A3oHOOvY1k1y)}Oo@h-jS(y@WfS}Pb28MY?VX)o`0VwuQjE^%M-hw4B`%3cNfa=< zr#aLEjzjcN&7+9oP=D2b3BdKe@K2xK0*asg2NShKJyi2~)gy#UDGY4|4%lXQp(A%Z z2#?`9H#aw@)dUexvO;;9rPPVtFuCf((GZto6LX@%qr|=YL_aB>pWFL}Gl!g*y*Cvf zAMw@2mRE0?<;&y)PxNSJEk@IN02q?ecXsgb{~kj|P(=mL`gA=7^oLeRov<%otd>7* z&$VEX^4X*MW074)f*J4*fOzpF0gs+6C8{jd9E+`Ty%zN5=4ONH-xCuF64tC4x5NnU z;q!XmKqBTcLsnB$drJ9}Tt{wE|09K9>*d8+>87#1{`-daw`6i6{(@r&TuWtTWt;7p zXZsuDgmCpD^_~}qo|!6XWkAQsi0*a1a|@ViZ>SLZs{`40JtFOQ*o)+m8b5T0|9&>gkts|umg9*!^bC`qhdg@2h8tC z^_Qn^C^|YiBK|-m%VI-R5^)&a2E5Z#=iz2CRdY{DO3DvQ1{wo@1MoXam3D>$1v(VK zuD#RD^D8gs)~<8^yy5Zd_ir`;H@;Mc>-{N`-Xg0c;boo8b>Ez}rYbQdQk$DarBd+) z2+`2c01nm;T_BLE8v9CdF)J znq2iF;d#mgm*0>9y_pIW6;)MwP`-$d)+VdD5gg2GgJ2I=JdO7vt1O4g5-`#LkX6jn z4TORUCSq#y_gt0y8@0%&l>`R;S8tARiq zH;#=F4-E|g7<>x}%=G9H4hcyRBDZO19xyXwLA?_}&=o9~o*F!EC;FN#Qn@!)K7Dm>x5phRgt$hEyA?y*%zhbU#x?s#1H>0y}q@vx7hH8u=UgJ~7MB$P@TTLEfJ0n!(d z&T)?|1I-3=9st4)-_n7ypLYf<=L~2i6*jZi5sU`p@hp%Wr#=_tfc+v_bhOnyf<5ws z85@#K({<%s57$4e^k=>gu)}>(*4Nip2xad!$zxgdM3>$=kF)LVS&_W6L5LXOBqCoG zEOW^tdg{8?D2-BqR<)lWCdu4#Z)%omcK9_w@ob0r09t?x#Dz)1EuY}_^K4aS$=kc8k!VLI{$`9vRJRX||iPlt;t_aviW(+tY6 z(QB9>7KB($R+&zAPfn7-VBDL%3GX*IQTe74Q%*n8xGMn%BBLM1>f@6W(@AUS;^E}u z<=3xYSFCk)@DO(EzBoHlf@Y(8;K2-xb+Mlo%B@?*n7`ehFmW(2FszC84h<2&b4L_z z=%&zZ5ls|O`(yKEV`!O}?xMl9N+l*rqN1V()p?>H?pD|>q9-IK;sepyI`Z-sHaWm_ zsypQ5`FkGURI|PFwW?Dfd+4Fw-tJx078geWY~w2z|9BQ~D*!g{E{77!aRLDW0VvQu zw{h4HU08FtcT%r*g!Gq@wt}olQOT6&8%&JnK1(8fWWU?@QugfeK$N%*l^76;NU7PNL7==BAT8)p zH#JL4!W?G3r@gMo;7X%jwIz%ABN``Ub}F!b?BbmxnKEJDv9r-aC){V(hw|dLS#qFF zkJNco_wen718pxoW(~cY5BnBgEs8&Yhn~~jDj;`X)q9e`+_*eaL=}j~;0=MTJCLO` zQeuh=J%^efxLFVYD_~@OY&{hW{ZJe3UD-m0X`OgiA)Gu~WmjFtAg*`{C*0-p&2 zfbiNc44Ab7q0&dpUtG_zEn(E z83-VNeNU9#y#ducfHovmoJ(GN-OZd4nt1#baZr= zJAAQ3^da$8OOfQwK{m&Q*%Ag+eKFYVe-#%>^)U)LP?%3xq@ z?DV_56~D_a@)O7PA5b=It}Z=9{8I;^HW#{|*fHtUks<`4kK|8Tf%exH5i?3oPToE` zg0Y+x(&Y{*X+r6yw7YvvYv}4&?5SXf^DG1zBV#~GH?s%eN-;4WLko*&sUH zjvtm*7BE!^9tY@<$ddZhR4SiR-LD|1 z3+T$_v@IC~98qy`N?KYJ5bo$zv+n#A_M#2oXpYae>TQ9)$u*rGO`O-%)Jy^JX);yA z%g@ih-9o5CRQdh0;eWgU_caXxmCXatao$}(BNy}x1{`spo&9b{M~9@8RLAKTQ=kc8 zup0p$qow60fB-RQrU-H$hD7o66HNEkAOxw}b$3B3f9x1EFrTLaU0q$?ZaesJnaV&aG++AY)^y zHXd5l?aA6CACRaus~sO5tn~XM0Mz-8ot<3@G_F3#O?p1Qu^#_;Lqw?|^A8EZto6Lm zR6hfFzOc9`24N9F`u_9hdtBC2381LZ3kYbdGo{=_LFr52eUk<1RHf%sMP+3e5ScV| zbR?%Xc!UH5;-KB600itG*71^qD9-@M5Dq%^^DM=8aa`u&`mMpq@Q75Lohy=?247lO zFeUQ7@dFwn3lN_w987UxVf&#AKzA8Hp&1~ClJHs7!u$6_!&ruJrQzWC{;F2qY&c&I z3IK>m)FKq2Q_vhG;AF$?C!h!eZsrLL3E{FI3FNb#Lw=s4Dz&?p3V9eA9)*b`3@R6Y?NT_-tm7JYYl`Z7s;lQe`w7 zFMFg_Vbjp#PuUEY*FHWT51f_+e8K}2p`gEesyk6rTT62gl$mLqKdugJNMTzhh;i3HPE{ao8k$ze z;NbJ)y$N+`Pz~EVJJ%wP^)gE!&Uyf@W{Zaq2MQPgzrL`!DG!7NVH{J>AY7T9gRt#F zJI;fRwzf8vAc9Bxt1_UI@9ys2z59_KB)EN;`og8t?;a-DIyz=R4^$Kv_e;iBaD;53 z0UVV0C7v-VaAINtaf?9qVS1p3Pt>}_z?3BR)OG(WP$GX$PuPJu=0B+k2o6pIW>Wdx z^_xDm@__`8q(PzR`u^d{a=Z*^%oA!dbLasp(0%-{Mqk4mU;?yw_}Mq92wDVhB;tP& z20nn7C9iBk_!8;s5=t!@zi83LgG^^|x@E>Was@IQ>jVhInm1cXC=W{x? z+V7s$AC#OO+w$4%P@YWIOAM0>rnnVo_o+BAK9y1FzldRJzv{rPve{xDJSi5q_VpYK zYkzX2XrRc=DMzXL@#yF{Mo{FIy=;c{^nx&X5Y!BsJgyN^f=2Wc=AgO^`HzzwsM}pHDA_4abc-+M?EINHq zilD!XmkmonLt6&s(N91%5kW$S3q<_-^=lc<^4A+WcRMstd(Np41q=|a1WE`uKYzkw zs|iU!K&jz0GU#qyPAh#aGatG@eo_L`&cH>E+qADaOTwb=;QZu`X5s5=QOsJJWk=kW zEigv{vX%n>0bd(DC6U#bdWeR_st`~!7++NsZg-IZ%vJrah5MlX98wb zSAtmf1y&qwZIc0#-aCKaHPYPL+J{Iv=bbr}v!0IZ*w|P_n3$J=GA}+7b9Lndy8Y2` z(H}?6g=$gx>b;#EoSui3g!uSk;3j&(r2A)PMyM^6jANOt^8qKPYM;FV!y+7{p8#nU zSTIhGj}@V}`_OR~KfHxS%DVqxi5}oj^rM&Jhu3k>c=4epYF65%Cu6@1hj~PXF9Qnj z%7Ol9CL;}vFGBKIc{0;r2UoVsUKxD1f?DhL&oQ1u&q4tU#o6465R3 zNrT81;+WH0YCfC=WwiL{9dpaTKqLw#u_(+J5$>d*0K#lfy@Ir_wWkL}UgMKeuu3F} zIcltKuhw6l$`m-Jc^*qKY;JCPhfYc!?3D3WM3Im(w@`mVC~NqH%oRYT_51PrB-{DZljp5j;|!Zg`*lmR#p> zZ6I3&T0G}|lb#KrI!>?@6hj+1_753QF1OMe1FX!nm0X}*n{v1@zJ{*@SA7uL^!vA* zx)*{K7wTT<8p?Z_4c8nfC;?Gy0xv*$V#Ry=9=oXe75!7nz~$c)Ct#rIhpFWD?wS_F zKAxaacD_!1{_xUw0YkWF@%Zg-kZo(Q!u|c*jLV1o@(;JB6(C79&-yw#q=s+=fR46b zA7LZrH2IX0gnbi(K-GQB94PWqt4Yn?;qPpfFayC6chQR@n=^t}s>I{WQK~H!$`Vw$ z@atEgR2-PKb$2U7V_o2R>ADU>jiY&*48u&pk^dU-SUyjg$@uK=4BTjaz{VDqA^TYv z`WxSon1GDTX_Xwwsl$aUdccQ_I}VIDGcyze_@acBRrclW)=#&Ja?38=PWs%?LKDJC zS^5X|8J~t|r)BgcwS_8|Pu1F$-Y=9+PXUjcqN-|SG6ii50!hFl#I)OG$cbduii>8^ zVP41R1Rs#S<}Vc$95zyIgGL5QN@1a`Wm+z-=ev9wc8I9tb3ZPeYh(5Y9IYGlCI0j0 zFwMLd)SC$4QRmKESzR3w6&2Mm%@MpYd;!@F39Okiao6n%?G^Cqbit4!r=6By{l z@71%RV_`+xU#fyls>*5WOQBkV$K8c|6Z~Dl00MCvFX{4kYUg<&>v4P zh%4H0PJXO?_F&auMJhDXAW(}n=`J9ZH0DHxbeA{Mrc()4JiJOCZ&%$aaQme{0mnLxS?Bo4y%!K6jgT70F?T$1#vA9F7nPS2p3+PzA|%QKDPRi>f;f12 zKZlY%5eJz&9k>*t^PQ_gARJW6^oIxG$Fjkah_V$?ZrJF9=C>Js^ec`_#{3sTq1pF2 zPyyrFebYFvow=43kP#}a=r}kcz}aC6s*3Qidw(YQ&@^5vm=WB$^Xc2xG^I2EZhYR> zb>Mz_K`}AGL)(~$ta4cUQ-PZOmn^k>q+O%FRVFI`&iUo~`ntgAO>CVS=Laht8_Ub| z3&U#J9e50eKi*!u?)sw;`kg7XX+BIem2B04;`g^KpEv|=W@hxf_mY{Zr=jQaC8tL2 zOLUXBKVojbni|FnkE3Sj*l`u|qP#z@O!(FJTg~^Og?5Gx90DibFEmrbu?x;GLr+eX z&*T&BtA0g7v_sqSDlU*p;qDHCi2>stqdI69W&>F`4l8}Wr$<`~0M*iAm0@V(f3tW;E|fx$Iag5B>%`;ym<>_wf%r4fB2p1GovbSD(eKU!Zii%X zxe}BHk}C6n022^MH1!?q?SCECJ_fXs$$MZI5E2r#SS<>@@8sk}$AXWwSW>>VDC`5FDle7jA3 zS{XFv5GkxtTvC{r!xgk4<@24~%B`oP({Y_P#%R8B2Y1)F>`{|lm6-PXlnetErTei1 z#5SL11A4G4@?G#1C}%In%afU24Suudrun>?p3zeqxnL1NimiPv&7$M2rw^3tu@kjK zSO4=bSt|7FCmho26Ce7dW4ainT7pzih2)V=rmD}T8dFDUc)gqG`rqIBI$kbEPpy|a zL@i$$sF;}P2*e4J zH|8P83f2mM1XCfuK7IT4ZJq8lGc&WR*NOY_c55Dp z#fxz5s_O)t2S=<)zp=vyOO$TgmzNJ;zMaajI*b0wm zhR*Q#c#kI&9t=G=2e<0_7ocYevuq@c7X#xy8oDE5RvHJBVDj*pCgfx`geRwIANB6x zVMgA|@;=aUrQ8nJlR>xZ14~(ZQS+Z60M9|MtxtGLKX< zSi2rYO!V#M&FUo{t;I=d30YUZ#5(s6#4D_LBVApge{FOADn#(0egX{5*TzPSivXfl zYT2Fa?AR^A!?3%!x@(5Rrne0vcH`V#(6c|42D5Ic22gXsL=_6WoYLC`OMSuy3QJtpnI)4UZ6VTCm$J?_SG1fZZ`hboZ z0n{PlLe)ut@900RSq3&QZ8)@j<%=DDWyT{vA0MLMsI5Roci06}xE^mm7|eUgt;RN# zrSu;3nVf!;2*i--y#00IVfLyDxElmrDZ-vMBzNA?R@&PGEtS4z4o9CP zD88_x;+6`1mMVdZbo#Nnx>csV4p7(K-k_8eq1oB5{@q@^RkUsXQlYW?oMR>Cg!qq` zEpem(SOahRs~;l<0S#i=^z9D#=oP;rLGePZSC)b*1XEqm&qxNUGyjObbeL6yPh}PY z8X&CEod@h7+SrQA${ssknLh;0HmsIqq1bLwTKA&RdRid42%q`YKTqin-4;-917LG_ zPf{B!%@AXi%j^sh+$6m~8yF7sOl8P zpAHK0@@hmM987se*N1>`f`ORolcyDE<>Jx~Tpk$8iSTCZ2Qk|*Jw68xDmCs)ax?Za zoqR%%OM^PxDAbK~7z39lFG27ys4v;}?{=> zYX5~RsfXh3-|8rwnrgb-9u}_C3FduqH?5rn5H%P0c8(AiLZX!}1z7{S{leKPYLzkaAy9KY9aw$Z0E_){@wanv< zjEq!)q6Bt@EQI`N9L%Z0K=ft88~C4}pDzRET3B0?IXl|Q1aFlh3=tg@6R)C|-c4*- zQb^0oX8=EN@BE}dhK++G6~;h@Aqf~oG`&uoY;1Z?Yj-BIU%@am#Nc=B28ts1T7fPX z+nU^5TB38AB&MLC0J`O^{DxUXLV_$Td7PUdOCg8@u;w<7LFG(?DzJ1+6dM=U2UO*o zT#29dd|)I6)|wmy@t{9li85e$Oa+>?AN)-sFh+d^Ri+2n>TI~KV*YxC1fB=E(*aZN z*dSBYHRzOYMT6Ro_Oun-#l>aC{UB4b)NG|zeAFLYv~meNN@boU#lh{9U1|hNfmOg9?90op`kRT};{6x}yY~Y&~HmL^b9{13h=~acIiG>}w$umLA(CoA2 zjiP_%MS2l$l|kMAJCeF8Dm>RId|uw2l&o@AVd{xf&%()Gw)vH(YNoD;=5`R7ukX7r z{MRf;!#((|CF0cynI!SQc|MyiF_(GY7M#H=L(qS8`d!oro0 zjL*gUm2_12fD_ED>A=p52u_3pXUjOOa~oJvCWC7n*#HfV@b;b`FaQ^s{`M`Bt_RGK z__{?v>!Am&i8M4ch*v7=$%_p~kn2C#RqI_|Hc2k}oxrXS+fHii4PoKoDea18ywc-kmiTL#upzKS6y)pcJA`Xa>AF=Md3bop zm-n6x@b*}t?v2sW(b^+YUdMH!5DGzUWin`K1a%e5kh`XU;}=#|PNuL^fVu5E3)G^J zR#3>auD^KP*4Eh3!O*tC2flBL$xM(c20$%EbVOjk);Rliz$2%c|B5%cdjlZbhvj@G z%7O*@9E3-3nXNAB^Jgi*S;GtjFbo4B@h*4zk%zmx57XBqt)1=db~A}XR>l zTYH#031AFkiwCH^7B8hwGBE8^lkEX8_AMI+Xc4l1YvMU_iEaGPcF1yAC$IdV8}@UnkFBUN&Cagjzw2W;t8u!V-h@M-3_{_0Hd zJ%1QDdphRcNATe+mQQ=)5~L<0)ayRH<`eNG3u{d;1u zHJ=LYNp$zn8i!O=J-7JyJPYu&JQd&839!Z#9t^b6T-Dc)U6uXuD$f&?Rj5-C*q5^OigWva3f^`s4r3OH*rM3MD!Je zq(7@Jg0RW#rr`C@RxK8BOux8EsOMOh>H58b#}=-l75BG|LBq2^4yXiBM5*IrAc@1-YvQ0 z69gt!%E9pHMjCUy-qF@{Qoz)!n@tlF{N~N=2)r84Z9U|A1##zTKbQj-p$tF#{qhoy z6ftCKco8zGv#v>$-nfMY^rdeW#2|tU0O}_d?1(0>&gMZj+`1@cQZ_Nk8Y*>wzo(HI zk7I%{b7W6*fJW7NvdXX|rd1oLvQPT%GI=jlfaA3fOa}2|A6A@_ZB00UOVBud1B-y5 zRA2urCLtj+H9R(^sa_2mRzfh*`VJlqL45lTXLGW!uz+2_WD=pqva;cv;VFF^Y+Qwn zD!dmlq~L4n&3XP1tjbFjI?pmGkLT;#dh{1i?_3-D^Ko_od1U;Ck@M~A*A(9gedWG7 zo2m!SXynh{6U`U--p?%ST4pER!qlr6d$!zW%AbBciGSy*^42KvU7*!l4<#YX>uE^O ziVS<^&QU5(EgR0RlXg>G&JCtag}4F)0G!E zJYl=UW!L2}891I7V$1rJlgVcQg z@nZtuPW*v!2YxUV^n6NixasQZg4o<$RttJf1HhoZqLrT@@&WAmy~ANQ*Zjd5Mop#- zV`DJVx5uy~eX4@3lL99)K)c)f`=WY!DQ^Rs&$_)XsdDpyoVrcKiUiYKn0pfFWOM7I z-|3&{L>BU-9fMSZumR2t;>1LMewtG#y%Os~{i581&F30RN^D7YTJf>)K^V7Ni7 zCz;ere}G*!$o`VerJ0%g>p?%O1!9mTl$Gy-&i@fwC4_8;-D08rbQ1mZI?~Ih!xG+$ z7NRvoSPpUc>=?4|RuggEuU|{^mcD6_W<2vzENI(H##5wkZCFu5^9J+cvvkI5>EDo^ z6C<7M)=Np6%ve~yBlfij3zH%~k}@B;W9;62jq&@@+Rsg9ESh)HheE^;`hSw6VhEoH zWgbtO-y6!`7x%ZCWHs&;#{EZ!*DP4$LKrmorniDv>V7~Zw%m%uKm;aYi3@fi zbm{Dowih~Zf5o!hfb155deD~x+!WHiFVw@zU%r3hA9HO3XCH8qKc^0k6Az8j$xoWT%^a1vHbLY#y6|Mv6e zLzO_V3meBzfD+dRjSn~~`aB2lbQxY;L0}XijO*aDz-Lr_8x@8BmYYriUM>L^8ic(J zJVdk5P7%J3xw$!kQ+Kd@xNjLeq@+abcekIOZ5+*lLZ}A;s&N+0_#7REZ%^xKZ19yf zXmoyLKSdPxnw>xPKvBNBpt(Uy`_(;K zNEZ1H0rD|9vaIY|7UFApx30-=85?yH7B*(ZwXmgWvZ;SwJYREG-?$R#K*2f=w1q~Im0M2?67f95AlMT> zSXc%eR?_i+p0Qou>*9Ln!ed(mmT;S4!P;lgSXcKQFmTCW`bN+IkS05z-cHneQGmIn zr&=%#;Y?tKjSs00DA|4e{fK=)AYaTTjG=dgE6e~S3xB7() zewUO*r_P;a$I#q72+Y{YaD%Y|9(tFGvbAGE00MoClo&ZB8)9;KI!R10wGG zq$hk$0K&xs<6;a~Xt^jg4=~jGp3Kv*r(A!&8>H>fZVHvVaW(F#+hYXIaJhnY=UL#2 zP^7GC1~cSH5Jpj`CU-TrK%2aOMojvYhWR$CP_)<(h!@Q6o(e!W`Lt#G0L3GPfeaUh zt`oeK2RH`RjdYu;ou*=);ce2-DZ zUAkLmCdSG^6&rh3^Y;C7`*7APJl#tM#(9shXf3SNVY7{gG}Co%9~HmT>Yn81p4F@U zNxaXwCa0K<`iH=$;AMo_u0opT+0vCB;%(!;2lq5YygoAW_%z4NY%e&+TPvxeB5Ftf z)N?3?+|RA=`*1_}@Pcz#tmL$-v&qI5tW>lYqr7JZ&qnmx$%=BmsWm-pqTpPTk3*=6 zP()M15;4AA4cI#f2~^zO`Jd;iD-}4yeyTK7z#iApMX0CHiesiW7FBoq28#nEM@~6O z9$SFKy%1N%buA4KmTyMq_V)IupuE=VGd<72^SHV=T3A|=fc{E64#HF_=%g50Nunw^ zwX8K|ElBmi#wM=1Ipx)Y4xj?``uEE^udBKt2Q^r=cm}S9<7G!|Z0zFVVoE_l!8|sE z-(hvQ;A+Ye`enDKzBP1^EiJ1Tc`y3mz9iu{kUGGNr!Tr+e>4UtVqs(|ODWYyXP5U0 z%+Ut$y$L%-jIau&hru0GL23g2js3s}j~;~pyYgtgba8!M7MR-%n8=l3Suh*QzyK7w zS1dWJAdXl(ScIu&+1@Z5&_ypKy-!JA!K0UDs9qH71KGG80-%`_lY;tHd``Kwvho2c zI(i-l4-XO8T*LrV`wl&XI(jG-=a1N6VK@BQepke7)n5e3uA4~01{ey~w&Vn)o(ee< zrjfdXX`Gu|3Qt^|sQnqu^Fp{&2`C$zdQ+c?G}pPKm8_vWAI}%6vpD@RaXm{DBPXZy zZJCx3NzJ?Yt6QQz*U2(&FyitDOSX=@Z-{+!j%G&K>5?XY{%1ufS=ie9#HLEd2xWVT zbY_b8tN7EbQ>U-nt(3IZ~&gLsX`r_NuQ3&53+;C^yliVQ4t=FI- zv5V3mtlKb`euO1gU577%UgW@8!Izr&7xFE>4yNJ(WaI~y)P>bLu|T|cF)@UQj5VFa z1zG@ME<=D_#1=u_(PAqMDL%stncW_+rNQ&$$vn)0u7kSJsp#X5fZG5th$Si2p}Uzu z082ly?1t#zw!FXMpqwI#hUkmHcZnmU9x~>7;5|V{5tq~gEiaba`b+BuND}Hb&PDPL zus@+P|CnKKr#pc+V&e?R&4*w{)sc*gQ%@GYiE!lE+S+QE^8?JC2e8BAvP%t?bS2<8 zL4U>pSCKe?+aB1{fXzP~*s*ESyj5P+OGrVa$4AehGP zfjg$l@eH7CkwM4Za}Y0z+bHJ_zHRMCf;?%SNc#mB@~EP^8nMZ6e7aWfCPCU2zT5<{ zEC9*)13s5}P|)qr;(>|{OzCW3zE2eY@JOS$*`!Ms5}Dq;tOZ_k|BNzKIWw!BixdFC zkd3`Pp0>62D~kcx{_pdIu#bA=r{EI!6D&j}ST1>I4jjM6tM2_FAh0GFM}ClbQ*>HO zvgFDuj_NTVaZYc4^6CWL*+Q#7`V*0Z3(~JAL+ntS4j5SP`9!;TPa4b5kR9`{w7=n&uAah1K~7a1A(5wL>~_H_Pq zn(_4h;5fDaXJ6hS>*-MIv68N$QRo))h+R7Jq}u?C64#J_00s*&GyCZe4WkeaZuX!n zmW`@Sx3~4j$X!xcA!`De+RkAbw265bqyX#>xG1SXoyyfLMaQL;ZGS$_d-4jG6n6dZ zD1Uqa?n=omzJ+6X#20e_+FRl~Q3kw^Skr*+BAf~GrDq~2^2FeH2DA9H{IQrh&}kZ{ zxM5iSG%q{}`qU>w#y9eeFLDF6KyykRmw~UA0dE7s$*Z}>%EjedU47=Z6$MoZ@x=+m zk1YZqs`Y?n0~jFys)G^)SuiQ@T_C^xA|i0%@=<_TMflW#6#rH92Wn8p}obS@wCI+%C^u@(B&f;k#6TFhYEt2;v41ezz+57od?M8a80I zTj0kUEB2>VCp;gwGimae_`1o$!i;%M1^yhR<+;4uC1cD40a`V5TT6E=Hh7R+zJ4 zL+?JUX29@_FvTK$1()M7ETSV;R`R6sp+UWd?-Sx9P4uxang_3e-7~zvF%=sJ z4a-BE8w>{z*NO(kjy5NE;Ja_m&-c3NHA}L(j$jqb1XjkuZcqflVev5;i0P5CjjPco zTgUV{2O(a@{TQEoe5T^}J+G~hiAHK8Ssc&jf{2F^TZxQ4t^s}?r( z%oX#~r|Ui?lP4E!8m}5R*Vns7{rHo*Js*GOT}u3JY1H-R%aO~{a=tP{Cp(Y}2ml;+ zw(v8mlSW#m_RhxlsPOPPS8uA!u#b-_q(f1q;{r`yRXhI9mPY;J&7H+Pv!jZ@wtZlz z8{Bg3Wj7=`8W$FBY$TT*DGeuGl26dPND)IX>TNGmDQBcc%f7mU+KoA0|NboFmZ;dp z@?^=Qn&`K|vLwh7pTbkT&yUJfsn(ClcSRo@oR!Zn_}zOn_H0noVzS~x(;4gRf>#lH^zHBPL_u-jV_V%Z#zX3j4u>2f{z8 zT+u1>f2ZJ+f_LUMOo~`X-&8WOpocCcI!)oc_)TX$RRg5kh~W{dOf*w3nLc#g$NkQ* zPjU=IxC2E~#PM+br5MOD_h5BPJT)vb5-*-%0L;O2;F)l87Onz;8vx!?-$@7;>@bKp z=q`ZGaRw?2Guiuq>4NWrTQKFNWoxFOSI{RY(^N@2tM4VZyn zL-!X}wE|>s0DTkd;AG}Kc1E=Q9Yu&Xo66XA5gB%n zmasDZx?D?E_BJGe{V0ztZA3rrQ}bFhcdeY@ z*%VERhBZ&1(jWT&HI6tZWxA6L;xl5QMSC>>Pfq_-42E{&a#@;?1Bh?}o>Av*7EyZ& z_%g>lNnBb%ljXBf@&P@!f;)&jCAUfi%1yR`5iSnS?zG3?I#ZD$80}*E=k(0YGdgDZ z;*@ZPH~)CLfeDC=sRgiI$g+ur*-gq*MvUg>!z_3%2k@u-ta3C3VE|vK!f!weuTBSF zBQ^}b+Gtw8xn96l-=}x~{#!@FH~^6yQd8>_=SAsBpt>4+Ps7DUB-a0ew)x-D109J4 zP- zJ?>k<@BbqSwG$}ZE^prdFR$$44?vU;U;p!rIHTd!3xu1H&`RvqJAeStU&sB%*9>j* z-`DwA)qZn23=4oP3w?HnzaimD7!onKwcoO8S6P!Phm%m2zPybVI@gn&7v0Nt_(>rR zGTr03*K_L=vuHn_T0FB3bb&rQO~;`hi-5=z63yX2dm!Nd{ZjWDY|bA-5MB zunJ!L!rfiQBU#x#_HnOF!%$O8>oNSX?TgVW@IvrYyQn>Sl-D8A8>duwg@@W>aR31= zy!ghl3CAq|*dPcYz&`l7#zT#X-|RTqpX2@+F+jWc1axox`~-McFh`I&+{{7@|ME}y|0{w4+@JrS;7)+*|d?s^qboheegIs ze5S)05hTgZ!N!h-b>V{fEn>uYL#%jEoxf@@R*eIGVvo|&C=+yOQ5uO+B||$?u~|it zrH7FE7l_A#x~hcp?4zmW$*?+$8&r}0Etq2m0dcnc%I_R?`R|4Wd`Q3{>{B4&j zWf4^ZkR;G49jY87k1`W+2eufYB7|Kc$f$Y;y1UR@qMOze`j z#ftZY?o84dN9+93&K#GGMN#cza6%IX7+; zr+*VYjD2zsyvfUj`9XW@(>!5YP=8c9$3&gShZ%mlR5VHoWVJ7^-Rzh**kQr<)wo*= zkk^Y+z<~~&W*Z{H!}pJ-TsE)&qOPTc%$X{4w{J0ghD8LLTwm~XDG;DjumK1wV=_D< zq5||Sxf~KO(XS+H{(;Y7rCLjFK%sIF-2gX6pj_YMM_h*|NXP5}@PqilQ6r|g&e?QA z8dnBtxA1fU01IQ6EcSwTKE4~t>OG{Kgjhrr2$IW7R$RU$#s{3;{U3h|RIp*aX34ik z`W$1LQPQQ6pBhnQyErNLS+DxgY6w{oxi1Hw~UW4Wxoi>5n0Cw9{7lN=@fU%LEjIRLs}o_WWiDU|l-%+BdduNYPM+WoRo z6#2h?WJ}kSU4qSX`F+~M5t$&UC-hLfUuyP6GH`0TYxb(y36xv_ZYX}-bh7Y9ZioCp zw*!86r?NQEiR#x_y%F*bMxif~qL+9fK`@CKRyi2kg)iUg`T7IEK&Iv$pa>^Jh!kdt zs@z8h(8)uyNd*gJ!Dy#t`x7+9d?A^{)6j&2N%^=tIg3Cc8;|^hg#F*8|D52o z!Etu$+1ZQCAD$*A*I+oKJHGQZpG!!abWr9XCNH6u1q797nS#Bx5LcNjrY^rE$bY{< zLnKy{d)qd8s>QTGMsC{pug1+B3Ivgg_VdFP8*)bR7<6=zgCqCmTF_YW)ja0VHkSs&h1)tY@)s1~az9x6LB@YVk`Bl1?I?FFFvew9-ftFv7nRSmf9x5lb7G8<+V?#98z|#bov=iXH=R1 z@J0f_;RL=y@Qsf8e+@WW|9~6&O@v|#QU3Q^*UWA*K0vgN%8Ci%5!c6+^wW*xuL$RG6W_h}@CpjGu>kj}~it)>?sv-O_+bO%zh) z_ytX%*M&IG6TA1tfsQ}aV4~U?a`eOp)cf7D5fjiI-zhzzi44^U?l4^Eg9aH`)$x@} zi-d$mag*M7!_TRYZG)e0om%y0&a=?toO`|T!5qKQ(Z5MyG4-k|Srip;ZCWR=aBOmJQX) za!l-K$cfFZy#qJ>dISCc4pduTQ%A=Za0w`ZVPSRsN#B@NKImm?bHk6is0YDxD-+YJ zM7W34wfLkAqW@{4z}JQ@l=Iy$J_J93;+rvYpM#zK1n4o@(#x0Eto;Ad0`B2nI|qO8 z_Fgc_(IZg?rc%Er_fd5CY?o=ZUB4VW$nVoT_t^jG(GK6ng>{c{dt zm7-$rXcWk$mw^EmKW@3R@`U|yK~+lVn1Z`TK)|TO2*H9&JLT5B-D*}B3qlQwA^H(* zq#w!i{s;k<_ES06BBrcoxT_6HeHtex9JTJa0jKh{;@1|^+Gix+Uxj$zaeGA0$u;uM z%F4!!TjZZ)e$0D?X2($a75C$6165`6UP{{Rv|;{l+Q2sGHP!u$hPPGt^`)QXEfA}1 z>%YEE*^@0T5z9!-%a#=jqfwbf9lKx-uXlS02gn#Jf}9~X1upf&x4CbM9f;XUcxHll za3ZjvCdi$waR9DlSCh@DiS}qgg5Y?`Vx$^OT4A}z@a=!D+X5iX=}aFYn1<^-?DRYK z`KKGa;(?}50f&W&2*S_-!#Bj84?*Kr5#!5TxNI>SrCkgngDu~}gyZ;u6roayYAB=5{B?vOH z@km@dB55KyC1nx{9^XzkntAiav{)gN?%dws=@O@uwwYIgPKn7>i-hg%x`Kj7ZMu&} z-G*xeaK%4|w`L$4smfl4WV$Gfi1tj9ag`~(JKsfUFmb&Vqt;3eluF7+Ss|ORQFV9x zr9&O1p{%feeIEL-(9@@Kwq;j9Op`bM{bmR!neaDU4s+r=)48^U-m^$ErR+oWa59n#KUBwZ5?P_0B)3C4z3aeK0+aR}zpyXAdg? zei7n+hc6+ZF9SfeL<#9LGwRZ&|Uaqd76_FW=&r&J{XQ2EiQ({8-!U zk{D^D5_6Dd27#}1%;VS5&X1q*^8h8kaGY_m($zPsb!7u=tg7xcYBhI(jv`O$U+44y zvJ%;t7M-xEO{rmiq0xZV6}@-1MxJmpTm90u-Xo;tHM!4--J?XdC-T!)7^hSTuYwL~ zH9WNY4hWDBvFrXy50!{;c5kpHgnF32uu+Kz1#i(VvwCxGbQifdm*(WClT zQOEM<$wRxYNZX5Gt%PgBNwrhXy+mipC>ioqZt1)38i_%}x&BW*1R<}2OqytScDd@?w1?UlL>IP{`W^&pAqk=<5U&SN< zCg$7El01Ay`0iD!boPAMH;M(X2q-h?IGh~+BQqd>R@SXI)u5+yDr$xn;|q8I^1FX- zZsr^RlK_mYq2&|?E%Yc_ej~|&7!qc*v+sD0UyyxCZ%KM8fxA5~d?!2I`Y`~$hu!&sSfU)REyJ|oUcZtqZMwn*(E1vLiZ z5y|V5*j;&5@;3CXI2SLL`PL*DFgmJl#YEq;Hsw3{#Cnp3U&5nd)u-Wtg=<^uj(NIC z&e|138~90ZDYvLSF18VpEiKOuPa9&&1gVkdxWW5EY@9pN;+n)B=M7N;wMoJ(zmu)g zmh7h+rF0%l-bnik;GpAcQWMr-6dLB+rk}+aUe;(zKn?lcdlMJ;a;?Y_<`T#Nop3gV zIUg<8wzF4a)oR<*-AAFp3f0RRTf5cI`EIsdHy8SG@|BoCNBQ1Q45Xgl+kj;$ z0Z1Nl(e@P&SVymUsbtKr>?1 zdgk`h7moQxrru`3j=0z!7LqVxyF3~VmhT$=L4JXU$BUlWC)nv<+{STAE7)S|GCd?4F1{gh}r3(&c~xIpVh_qlw&ex zb}6T(2=a%_uB*T3=#!)$Yp*L`ybsDqMqHhulrxp3L8JYX?hLvmBF%T+76fq+BCih` zJ?p*7BHLQ(SG0&YZzFX6&~4%r&L{{@B;cSsR7g(GEazoVp+Gd}ccp6)77 zt$Ksf$mG`FS@^oF_+-^b<#gt13L2VD&_OcS<+}eC93CDM_o71N38zE;8WqC< zv_J?szqh5vABkc&2`bAbn@(3UZ!q`1+qF&77c{`1@Yf&PTcd)fbK=OgvF zCsPLr>$;O(evnanr(!-EMDJcXS7FWJxH|CUyfkIHF1r|U_=9jMK3w^fUqfs|DQW~M zt+cmRn;q!4!Fy4sT=F(iUFnr-cxj;7N#c{BU0Q0yamd7ZNUdo@{>V~~2GzgYw@#E@ zg-^~qoZqEfS}K;Za&&XE>z-2uSRu zKR3l(Nw)$+oMPVeY>xNCjZDyiFKrm#S`Jk`WsD4cIP!}!c=2FRo<~e#f=-o z6vzNwya_EP$cTUu)}&AWly)($qy$ow5eA)8K1h{t@*q%8OBUFqG*&{4ADn<2K8xV;Nf=LtBCH+x=pQj}4!tMI!7W|5@b$hDhHv%2*! z(`D__z)CHa>8^@Vp=F{n(RSBN!)9;a?FE+Enck0|E0Y*g*M8D0 z7(SYaQGq7D7x>PwR7Ed35K(Y1mzB4 zyfoyQ*%~Zk+Iy0NFuhoPLxGWLFZMrd_|Adg_>ZsVyXhx-Zq0dBG2!~m|1_Mf2- zeMq&Bv-g)267P%Hk(G-*YyX1nnbl|7yeej^D< z>ijbr29ec^*2$})aaQwmSIso_AkGjRM+55T_AQumbT~H*b^R-LZ}Tz(#>h zui)UQv_US4SBhDs;6QkomN1K9XiI(Yw7JQ}41#NR*5jpns^`YrLljHwYNwVWF;oXX4PT>-FIaOONiQ*tr;aTEE0J=>rY}yWv zBy5prV)mujd*$z0HB9x2P6XjY4pNAx$KKGm0`Swp6L~vf14C#v2J|^!Ubpg(7&OrBv+1+;OF{Dq6TmaInDy5kLQ{G~X`65&nhq{?<^S18 zd;>;jElGu@6(~ovs@KpT8you>L^h!)*8y;n0HNV~3U>}+VI=6MN=@4L8G<{grK-z{ zi`>^oxWGTgCQ~LmUGMn@u&Ce8Y0_TLFdUl^{XRJcw<^^OFIVT9Rd z79+drK>}(08^q%-mifM!;#snueK&gNS?*I^q58;-O%phy(#~35c}IZbIrILvc8iqM&{~0 z1wfNEy1PIFM6LVLAG7|gF;`e+z~9lUKwU#65_?Ok%lpj-;HNHekWa<@4~-n_)8F;5y9Vs?TfTcEd=isiC2_b=8K? zav~^|mY&`Vqe1rej?P9b93nba2&TtSqxO#=(EviA5X8bSr|M%+uATR9$jD4{Sarhl zGB&lgy9K~Pet5&Q4)Tv4o5d{uSryTI3H^|&2s8@Bbx_EZ}bBEqzgKOwf@@z zkqnz8qMI5wLR@tREGb(ipQEFqhF`cW=}-Vpp_y;!OYUD)S#*8HV|9(Lv&*lFHdz1% zZUCC<;`w{v#z0>bAJ2idgy6WiG5@&s6lMh2$PBg~pl=XwMO4K0Q&8e)jaR|1W?-o= zA|Qw7bSX&}ot1e*Ec!YaeMwm4vH%U!FVdLKevi^iY7^TS;qv_|D9b9f9r|)bX_l0;QyYVC4YMvkZ0Wx6v)iVZ zcS5E+2!`!B#DB!ME3n2>Amp>dX?ajQeB5d{{1YT3S zP6Uq*ge*C(CN4HWl}Djj z{%_3f@_tz%Cm-x!pWgd1|&dD6pH7>bNHM1eJDAXmWMuD>}Kc&ix$0FU1#J)ZV-EE>XI?CK? ziP#C^UT5?cms2BN@rXZqJ?sdX0}zvAR;2^4ou4~x4SMy^<7a$Tj&Go>MxiY{!23&4XrO zVLHj$W`V4sC@QW_QVkA>zUy}^Z&Cx*4!xK|a*?W+F9A9EDx}1rDYJVi$1e%n+(60q z(KFS#EeW0NFAR7D4f8QD#iote7BN6P?*Rum>1+!5pz&$v`(jDM@N2(6MH)7#67P4a ztiH97)^!)mI1_s2Wtjiw6OvXc3fFO#QL0)~HAoay9Zr{)^tMNjd(7wN^wYsd6C(6S zEo93#SM43SRNwnQJjo*&?N3)^%`cX~h+d|zn5Ra{?GSFQrn&WHn(Bz ze+hoKt`~mL_UE+Z(zW3fnyjoo6^E?bnH9OafG_@;sXeDsIeY58*kAoHSlQVV4eB9e zy!EPHzjz@EB+IxMp6LSIZS_x1Mu;w`lk{)lL`?c3Gcx+n1m~nYE31NOl&UT}1Tszh zi~*`z6{b3O&v=wEWw>mzr>_5#(-?owS5|>Sl4b7IYmelrR+{lolLRNt*(5Gg zh`Gl?F308@ULkL;{xd>oZD@;5YQ|>q$H6D?WPkMuO#NG&5p4hAaVL!kveu>=>&C5o zcBV#{e=mySltjqBekG!!eWGBNLQ(gX4-2$k^#ji!$+L9485ql{*uA-{%khsoe4q&` zkq)mZHT={zmgH*{7&+HCxr0_2zBI*;AZ0}BN<8B`3@MCn^)a`hiStZqDyw_CXc95q z%t;d)1tFNCqZQ?Y#o8S9& zxzMbS8`LA=KXBYU3xNHO8YK*_mXY=S%uri%I_Q;nRPv98}A9qW+1b==l*EiBW6)8+Avk z*Svzi>snoY(MBXjUH%Wy>q)&_6HX~LHlA(xb3Bu{wf+yd$I zUh%WaYmuyyewuChU8BRyjp_f5V3{V$fH2V-aJf={h$3$XQTvPdwj@Z~rA{ohziDOp z`HmqJmKQ8@hQc2rk6o=P-@cU@sxJERRn`u@Ndv%CubDO+<*kY;(=T@g4nHkTWlVq= z+bTu-)k?aZQ7@xaD=?Fuf9cjMAPuw^8sOj1t$`ER8UQ>cx`Q7O`HKU?Btv=Qe)Q00 z)7__0ab*gxMr>%3d))ynO9w1xs22Lt6_D575Yfy8ew2IU5m-7+e(QO4q!}22F2`6(kqQuotgE4uk!*6}lyRKJv0r8RK>P3 zaD_)D(}a3QS9XXx0ae1*S-s!CzvD_xuVpaxiO76y(kE@YOj{zr()APqXGU*eFI)V% z`|q*H{c8Mx(`C9`cFECZx`MLbW$+K^{bV2F*GVP4wh^H38KUhl3kLcr9dJ$$2x>=X zYlF;A(tRlsc~B=tPlAWuE(i_~GtxpfUVeOzUz#MJwc_YeyhOM1xkv}6)x_B?Ga@Yh>hO-x_?)X1s@><& z5WLhCX}jwi_~TE+^5vh~%LXL(5*Wy3)k7>ypKAW`n>{^wLPRH2n!fZOqFE^M-SZB- zPxmj*Ib7lezoT~skTH#B_o=+n0qg^j)Vs95Q!CA?MLQ0GjBIWy?Z!9}g5S}y_)>p> z33|TYZ27c#QWh@wT}kc=nss9OSYH6PD3o3AAJ~Gt`w0joOaFmsNejfSo-A`eDVF{7 zO&q94c`BNbFP1ba{lgc*VRXHv~ z%<=@Z8U1pgZp?#m>>kTc#ysO&pYR@_|3ZMsxWRmU!>aiQj2u$_XQChxUjRiOe6Sr3 z^26vINa&1CXxwg;#~g>EdeorxLht11SQk4&(~xNt2uOArwON`3g0P&g9JXw^Rz<~` z=UAPd>0-auP2EaBNVH$xeY9Z9`9#Kz@=3yb{OnWbeVf8YJbU{QbtfB_r2Swg6@6WM z%jy0&F0NSBd%m>cq{^4aYK0$skml^RzE<|^IzP64XmvMAsyi$lF4*IL%QpLwB@?D^ z756=$ybFo=%P3K;<%)r})4wDnOIZC6k~aY*TK_4v^mNTK7UTV;4@Zh9yKb8?*JBCi zNgD}r2+)~-SU#(vtvzaaLlkP1Qm?Y9QmX9?j=F|MAz~Xa8U#UM1e4))+u5Y<6vvXhm`x1tYh>o7Q#pLIW~yBznu%*8?};J0AaWlVVg z*YBt6POjRYK>f>4^2b$?mGT`i+|%D)s2QT3mTZNMoQj0Lt81CI7zbiE=*W_;o8;aN zGE!X_XKA);{jY{suNWx|UqlGrFDsJCzM?4c)@cw#JW+Iw6xIfNK$)ophkLs*Q5=X+ zA68ibBaJ?XvL_AL>=zP#noVd;?Ud8d_!uMWHyhE_of&)4NuhN3Elf8?-4uIC$Q6_m#jUF2H}u2sid2N?XCB@!(vQ%KtG$q&Y1i=zd-u>^$THlPJ>F!$%9=L zxetjQ3C=5B16jv!s||DtBd$^t<%6b7=ikL6U#n?~e3@^t7Ad>F;%G;pM1#<1CBA(O z^WuI8xzOwrTdT9CkZE1>H!+%qgun4~8TINdq%!CDgmBa$_%^i95FMi?n99SZ)HVzo z3IAccVOl7<0;ctS`|o2=^~*sN+y_d8E{Pg#tx_90Zhh>)RY3s*ihs%W;wxemO2m~Y zZa0vi;No3MpWK#y`f-Een&6kE<2nD*jOfoEv7m5u4{(7%n*nH=o>lmR?!>PzW|9FI zmM}YtT4ERvDqZGsAm}Fx0CV)xOLR~UNY-Ruk<#6B1?tTeB;^rj-u2p_t^>Y-_II`~ zPKtbUqcJz;o_$)oco!!^2#ZgKKYF*g2T>Td$l0A(GUvW{q3ZqnP#E)(=6%TqQtwb? z4<_Ln3+B)Lwu;o0C2cR{jb_}Ldd0tIJyw_>f?5JATI>FF`=GFpPLxBb?aDND));-5 zv5)3&%6r&cUE=TT{p+lwcNyal$d}cmvkJ&79#(S42n`QQ7z|IJhl==TwifQ7{M9&k z4WO~n1QU{mS4?*b>c8sxGhiP+-b)73`~;*ppEql_+o`WeyZ0n{B@gcnaB03;^8e3N z>ODA5<*a1es0#WVH`5PK3#MO#Bo#v@sUkXyn39U%vty4%(@UK(j`pcXn+LRtBWuR4 zOO4{_SIZc476Pg)yASYSx)}PYJcI+581UQlK#A!A6o`d>@8*N*7)UjdAN^=b4*yb@ zoZ3|}I$9*r#zo&XkllkOyBkV|8Vm@0q1IrUZ7J&21#)U!v)V5V1%pPa&g-OLTP=AT zDu;XBLm6f4n7w;@KNyd3M+~Vdkyqk4o}x@$lj0s#2GT8m)ao7?;qD$ssA;;M+_t#& zQF8lVxZmUJF-&i!Yj5qd@CR|`-PZUVs3diiKImqqKrxWSAQg#N=XxaJw?FIKS@r;~ zkrUg`oJE1!CfBALt1jBk%fu{Iv9ywJbdd^3&BFb~apOiDL{gSEe*n4YDqK{h&Xo)B zlS2A%3@AScqgDwaP2UYdzASHnNNtsB#0*Det`qY|j_iXfU9jc;=^JRm1zqM95r?`_=xZQq9RM*`wh zd!ykdt?1Rw)&XOe> z!UhUGSmOdCG1?Rd%_|--_50VY1m}s!>#lGvN@Sv} zUd7oE9y!edxwSQ*oNR3rZ7WtTL_)W%mVr5#+@Q*wqVqMJYSBvBi|<1 z*I(30=NRfEK9C`GB+T& zNWqv{{8~R$ps)SfwbKK$sf<&z^i-d8gLf{2@qAdtnFrFn^={!3_B3KlwS>mYhtmom zA0qQ5qZvBh{_DYF*H32r)z_IJGWZ-jY#90!@6`I>%7NAo99MVWyxiI)-)WmUr)_=l z2HDu3eB2(rx7M`TM40j`(T$v{qKv}Kel(=!y-oUUart9(pnUC@S2I$>0TSgz1H1oU z3()fKh!NVauX96p(QDi+|8;b9G~Ek(N;r(u4I`=X6f_Z8kjS$J&u&kb~@_r=TBXc>f4WdHd*OnF`2A`Zv=+ zx}@Q`2#0O-nj9?G!=8dJZ7>I0P)Uf2CPTKCA*^kI&GU+I|MKY*od0v2oO9FdO zswUspP&U?>|AcA&Dmd^ylD4!Rc&mFWJx1f-aBkdV=P9w|ub-+7P+#Z7Id(6(k~f4f zS#g)_IfB^6CAC%YmEK%)wU#|xabfS+x84*;Zz|@V!zkge*NlzG=}_2qUT7~A5zG*Y zcz&}f^tHy=pS?`N_v)H)$W{)T$e=>bTL0srkQ(y5|N30i?rN@px(dmo%M9b+R`pmg zSaaQAnJCCScsO$!zJTb^5)61dJ7Yy}AfDDN6>gO{2Va*1qp$dsI1%NAi-Gjeuhb5Y zo;Unwba*dQTu1CU0ODzt1V(+ZAuB`~j`&~rOZ3w5hS1-O8m^UpG1@SRzI?s<6a}r* ztAB-4V=G_TX%PJwk=DP{1JTkBrXR5^2_xRETI8>GHjNSk3btRLt2T7v!g0=@8^Q(5PdOfWYPvipZ-4iP6qua6hrnG}PBI6}oZ;Hj_ zMJkeCj}Kq1mQDZVUI8DeE`XPRsy%Sf#Lp10M_}-LG4_I-fB?Ppc>!+;Yt8I^BIkO3 z?>WG>lDLhADO~Aj@wcesuNV+5U%cxj-Ng#-VElay7lHx!T<6_Z`!iQx%z>CZ z35f*z7buvwwAN*DAuPHLl}OYbcw4F>to6VD@QKJodK1>uay=+T>L^6wf1o~KY>pWR zoS!)sVi2y=R{A-n$)mfo=9y}R>7dD_>}rMDhns9>&jqlaHyb;%Cw)=0xJaP zeFy8Pfvf>WZL;hQ*=SP7K}^;b`-RD_?-z1j+sd>C%xqFNVM_#&-o#Hjxh{w;*o7OV zQfGPDNyh6T`L-n61YDDEl4&0NNIZTFL`l7gI}CR^fWhFzX~-NlHbWtiH!_)c_zGt4 z#s#r~C38v^mU8Lvo6uUyNYbqNv-}{6LzAqthb^G9hsAj+=mRexh=W6!bbhz;+6#7G zur0dc1KC)f9PtHp&8O&$Dk3mGz700@prPRe(aR2vd-L%XM&{iPv}z_WA*@>fNx4ov>y$=o1{+r>{> z&e9^g+l3)>fdK45n(iv@BIc9!*%$#aPYPmx{!fdC;Phx*AZe_%tt|ahGl01scerPs z&gT-;+~6-?)QXe4CafV`g(v7j`rTYM8i2X`1WS&K46 z#l}|s{sl}LsL03GpZNR_%r}qjqsHx?BZ`A^I_dO8nBE>u-L%2W-)(V&m_ZPAy=8 z5bs~BqIdKq217r#_YGOx);aRYQDl^^1}a{DRBOv!%#xkyd*-nxDq1ZH$WVc7k=yPCXaI7BpobZ_hqsE-Wp3r59+{&_P` z%jg``uDCmGs8=hT%ts(ZWLv{WdJ^JC@Xsc^YE=Q*kY4M0Mj}ARml8dYb*F!$tHon~ zO&|U!(;JqL#}>E{vn{!weh3;EB>t|q#(psVc@Zu)PA=}RJ~Majl_rah@sE>2oI4=i z8IulO0AqwL*)$MCnBN8X0q-5Z2CVl_#-b1QVUMd2&o;bxoHuR^Je`8XU+<<2E*=}R zUxkuJ$^)XzE)kJ)Yd{-*4Q_;hB#7#Fsn7us%>P$r5A(F9D+~{r?` ztW{jAS%hYo?0CXzXO{Wba=?u>`4c8{aFgHR{+%J@WT zXGyl954^rAr1H^RS1>P%l3u4$%+J?YKkmu=9$(@1Ohr}Q^=g1=dv-9eo;MnggFK0v zJw}Zj;}}CA^r&s>k!Wx)PQ-TLr=wqHR6M`C6U&(Ok}3I*??{Zy_gV7N5vfrlG=I!e zMi%f&MK8=#hIuEx!`{Vi9B!bamKW?@ev`)cKsb`P=5|jK54ptinIgY=y)sT43PeuC zQlSlz3a`L>x88L6*xRZHc*s=isUHIgeoJ7C*@d~v@wp2*@>rpn5DS(Gv#DC z%_=Kr33fE)f(wF(Il(b+m3zQ_p{!^YW4UqLQA0~>M0P$tGIF#t~PUE{x`dJc69Ce5kTuC{BC{6c^lRfq7?_YmFr9yAa+up0Cg5W4L zby@k5lr89Js)1^76iYrt$<+^hA301hM2+bvVF5J0V3Z;ZixOPV=x4)0DeuT?)Hbi3 z&gf$78u<7T2Lo)Ej3`aFxQDiIZ+9`%Tt5J4^DjyN@-A(#ve41t!1XL&o|JVa1HxpH z`v(r(c5|A`8$F@{YcF!82??DL$Zu^DJNoSL32|K1Co8{6wAGOHd2@Ch-^6`HDDdu^ zjYc=&SdOld8@==}l11901 zM(i(3;ir^jl_uiqMY*f{#e!tyP3qJ5>7#=zx>dp4WMp;UcmCbh(5mffrxTGp-f`47Yg7H3#zMe%{H$5sAam$UDI;1+_Pq{#vpA7`xPNnkfo22kE$umz436oC z;x+wC^zN=e_#J*9CWGJ)9qE0KrDH13bjv<`c0(+lF{iM&xRrLy2m|cbd3CV7+)(U# zHwgNGyVP2vPuZLoz=_Cs^CIQXVXN+VN4InSm#(Tjbx-;eQNIe@0C^%jZ0&Ut5Ar}Z zEc@`cFOsvS?qQk+@lObnH*hgu>r^bQ^4-l^in6JjAwRv4y@Oe_^=Jd5sO-@zOzoSB z7Y}yl-3j`FGuMUBWe@{q`eJyz1b-Cv7AX`RmL_;Sjby|pQzO=#h+~En-i}e1ad#An z>@KT$mrKb!VSD0V%}(M%^hBbaDdpTegzq7{Z4cQAH; zhzz3RSlT$;nLtW{*3#6!`UzgILUzi8MHZev(W;eLJ z-3e6%Q^rBqA?jsSibv4w?e((YVf!UeLYN#c59VG4;m0wrv0e4^@jqSYW5|$jxluUz zriK-KBN_<(b?10unKIPw3StVletqC>=iRn66ZW7|WGB|Xr=v-#+U`Gh9~MF#%;V7*|%n}t8{tz)I)kpt1&RX+A62@=+F6;0fd z$F{9fKCGV`k#&}8#`nLHKX}}VB=NT88Ev-V3D8NVN&CFUA>p+3k*KqE@~7|tIsF%! zfD3Gck$gSolNZ_hX2v%N7_WlKO$BlnbJJM8gq`HD4ZS7;q!CSTs~yIoftivX?Pi8e zC++B<-ETC6&=tc5qCZA+kg|*3isr3S76$jUj8Dynfz6*E;(vDUa;j)NZ#tcAWl*u0 z^Go>AM`%igfa}sL3bRo{5vOFRK$W=Pd5i$&7o!`|4+FtzUF|%hb;_<+jr@1Ct#JOD zZ*X=4)DXMYnS3?uBZdkMd<|l64UNDy_^6_P(LlC~M1NJAa-+PPusxL+gu_|=Aw<3X(rpEHk1ZPxzx=D*vMt+lw?XW2l%HNxnqNTGesOK>6-6 zt$ZHgpG(q_isV7mxux)nTPmRnThYj8q0JtwL*zLhaniZNPIg6jbLR=CBc<5UVLS{&)>!HYVkU zU;yi|7k%X%wE?P8WO_>1!NcS)MpZa8@j;}F$p-7yrK8?NKn;GW8%)@VWjN$TtLb|H z`*9lJA;rUnmecD_vxL&9)WNq{MjKmO*=ysJloUn(t7L{nk7t{;7KvEM^kORiSVJH} z#$yON7=2G2;1VieRc@X>_+@K;d{!$%*@gh&PZzL_TXEi+Pf2mDxUj_UZ=-?uClgBK zMNrlO&1X5rqh!R>VI!Y6wPXd3yq^R~?(QpEec!{}=T^NV(L$*0%iO$%W%VNTW=_P- z$&RIKuBKZ7Kiy@P^mO?V~q#yC3YnG$bGoj><-bWl&I)sn3O6 z{SB7#N3~8-pzviKTlHw;hSEpMVW@lxjyAGm!wzUVy|=2yL%-1kfjmqthJM~?4j`Yi zrRbQ4G?`3<4bc!&c7vN&D#43U_z_s9*Jsdq3=rJZz*${`fHmAj3KkCii6L)?65O)*O-f12Dj=~lsWI1@+G*5azU^;Ic){w zUxZe#92tfFV??s!P?Bg$3tJ2dy@K8F-;eOyv*@*+j{G&tu;{}T0g=z3^O=gJzJ6U3 z5J45v?{+9YTy@tY|BfH>sE}WJq6<6z@Aun#Qg?sm{ZQe_T@1^Dd{?%}sGu8lCz;6_gb_O9DJ_gE^bI1y@wW)A3%@DvXxegJU=q8Olbd%m zk#Nb{uCVO(is1#wStvDM|W%_ z?XIv(dK>R~MamWzmXcUuIqE7Ra~FQ@{e8N;(=o14X3y~!i zo*uC8Ok|%P%lUZV6&5M-YKUb==2Aa>EQPl<%V3_1SoFu^}qqjFL z$$%epxqD7Y|MmVUf{rDq;rf4z2<@q7zH0*}M?EP5bO3i~6I2ifzvmQ}y*x}tk{@nh36i{HqD= zVo{xqlCyvg7aN;m5@iW&Y=^iID%nr3Wk&mKKHteNmV7lHJp6Hfi;IFG??n2=IZMoa zyg}38)Mb5NptWom&so=uXXUPj2{{AGcI7=_mpfLFwi zqYn2xju3hPCEm-GbFS!o4*D@reT<8UmWTGJI=I~9^Nd>c+`fa7Kb?PIRXgIp_F4LUl|{rtNTK`8Ot=l1pqrck2%9r)b~}?VwD~@ zL-oajl6K79dm^?<|NLx=Eor#l8ZwP-|E$W0ot#W%EDU0OP5c8-3nMJqf1i|S2JC6{>PS( zQPc_Gi)YuD&|&*Rm$_zG$L?*T)M)$t8dz7>cKcm`Hw8!G-r3h*M|sN#XHtkU0HZ^3 zkton?UB9h;a4(~X$SC>v&9&NnrL+E77SE@cKHM{ZcUK>JHoKkKruxT{o3_akE)M}D zw()d_xVlaNZ5sP{_+TR(Em(SF@EDB#o13Lxo1qD?_&{-MQ1&?MLj-nSJ!?T~(GqVK z1dA0E82vN^Vp;`ga&+ARg{=iP8&MpXxDwyKU2~PU($KxtVf>6=N@oQI>MW}r;`i46 zlt3MdyOa%b@eX<%Lmz&{4O%_b_W!trcLEI*-)Eg}eomdq6H&z_EG8W3=2a__2-@OZ zzF&^z6Lg2Q3bTYu4^I+jf9;RBIID|VNi-EsVu}*kzE@ue`JWCd?fFOK%rJ< z8uw)>q#EX_8&e%71@7@rHnGhAd`hYf%DiTty{%xmEFYU&!sC_WyBeoj`4iIO^aG-+ z``%9pXe4sNdyHN+?Ag^D1vx6O4%a|V?T7kx@edAp7lZ)PGU-4`zz$zh*b4DmmBWK2 zt0_t(T^rKLf2>>rK&S_LF}sLmT1d+uVnP=vG+99eT>Vr{`M+?vH~=^|#O+~7N&4vz zn7CQyxeC<*JJ^NpzEZ=xDQK4~yp<(bF!KKdTM};PVXMI+)@vmGU z>;UTQ7=+t@eX_lk3GZ z*Vr-ms0Y#?VYZUd>=#_q7<^YOexY#Nro}|$6dC0nPWXLxCE~t&$7HO|k?+huyJDnO zNftZi6N%QasiFF;f`v#~0@K92rB6~!}_qxyT_xa4B_X9>$(2#b50tW^OjhoBcF5oKN=DX1B8!Ph~?(ucwRt)#6y1mD4$FKqPU zq1O@`D5CA$7oZJMR#%7A6EXE3QZ#`2`D_RRZf?xZjpkQkzd*fPAAjm)P7cnOKU+@b z4>r8Ul-@tf@>VD|3*s0VTijz3lDjO2U2Pv?$&$QrMTD;9B$Swi(ptC(mNDU~E^UyU zem-<{|7riw*iN<~`2<0^fP=QEFj1_g?)4u5A)9QGZJpDo#fNAggmA7L&;yh<)f6Mu!AG{d6Pd9;{f8Cn`@20jd z5lW{qKhgb4{7ABUov|lhZgjoKrm11Y!Z=y{h2gZBrG4|bwrHsuduU%Y{)x3Ffk0O9 zC{V%j}i|oT%lkvt4nM4O-d~Ox27ElYM1{*tlLj4)F0zg0)x|VZxav`P)6~sU|c|`vgPi%_Sbhv z&J=EatWQoA|CjD}SD*=)IQg4ki(NV;2EOfgB$b=GIY_U&QlUD03#w3RfO z(*E?HjK;GWM9Iy~`UD?uycSO5690TgIVBPHE;-9%F9p>O&FLmY|tg*xshh0par)=q5xISI!w4aix298qbAio$};+B*=f zN6w&~u3JDZIY8uLpqkQsZ4rmiihvtm1lfW1KbrU_A%STj3w|$giH~$j74cF2 z$H%`k&2?ad&H4k%!hM953&lGw`#Bdh?h#`h}yR?PRiSmqPX9? zNKqp28@^tiS{z|m??582)Zf+DhpgoGCrljK94J;NrtEES1_b(t2HVO)p?qF#*OpcclPK_4nrqarUio-P6 z8A@Dj=LDA2lh&%)TW|z;Jbg-m;v);YW#HVt$@4HMGwuf8H(*l-)LA~P2}`bYo2>#F zQU17XHIep!ob&zxz}Hxb!PI0eHH5p(~2jTLWpK*VQJcHP31jdZ{$GQQpdk zchd=nG6?9-7Zu5cx=9xhO~g#~a`U4tGH>iiU9fAkQLf@l?tDAaLa7e-@vMDwa=&!p zMy>Jl$~r5^D+HYqA|Hch^~nTUIq!&U)M#gvDtLu}GYFCed3p-jjBzb3;sEhOeiOsnCcMv$?Ha!DD#SEpl7_M#zSqby@-DN${hRg>B7&y zz%{%B#4^2~aj~)M@DK!>%=-?BK4$z~04ZJ66c;*td%45bM1<`SumMx8)NA{abc%iw zp?PCwNyX`92_E74z{Q>t{_^~1f9+FkMMMmc5GXP&^aQ~HrFm|kh z%zK>20WG5c;{w#YrJfO239j~BWTI)@-55?EYNV(9fjZ(%`-uhTmyDdb$(Qwg{=Pxl zX4933_FP$Y>FdR(%~AAok9ue}Bgv;DD6W~T28ukfmC7CM+*2acrJ#Jic#=5iSa)eZ zv3yesE_huouLL z`-Rtb!3SB`=a4niR(7*_Qu{mUyReS57X*-%h!25(9iT+Bb%nY=Yi-p4$th*Vwc2hH zs_2wplO5Vxoyx{Xjt$_E7N3kQn4w*H2X}5M;;fs-lPUz~!@j|qFOo02j~253dN9wy zI*&N>(?^RK7Bhe$1e(;*n(L_#!zfmCsiMzseD&$oqIg{U=*VW*S)icAiY9|0(JW1w z)1^z^LSV&Z-`HnDY8~h49T>MB+VjHz^Z{@6rqHt3M_cN@{MjfeW;|do83LT0Th08aOzH z7xy#7uJZe!23qzZp_msQ z!ocR7N8`x^6bPaRE!{3C9GipnOZD8;;j@Jy>~7VO;7Ezl{V0~mrys#QUgpZzg8ONp z1@O7!e?G@DiNx%6m)++e{QzD+@&c=(^`L(+_QTN;tmln;bom%Ni%|FQOz*+sPuq#i zNtff;$k?l*r@b`fZpCCR#-aH!s3v{kJUo5XGF|eIc*E}16LjDTzOhPCfX|@d1n$$oM0)o(^i`pgr{^X5x=H6|mlXv?sXBfm!^5v1cP6#0Kvdyk?WFnrrT}ndgwS_# zvkE>W&{d}>7IKd7KTD;}aZ29)_Q=%0T34(5$vuZTq0)X~y9v(xon*Mx0B+FpQ&&9~ z5U?JSa!yCXE<}q>O(g?MiFD_FCxeOhS>bQK=caFn zA09H+L<>p;FkyVqM8owY)pj@fS)`O82S-0z&0e^*sw`hl|3|GXMVd>V8f_94s4Aq;Lfw{%39{R(IEY$Q_26jJ^)@9@LSi?ksm8 zgIzwa74dAyU+93B1KdyF|IIK$nAzllwq4)T@%_dq%x!FwZMZ^=(E^)sgXal=jExOm zrj>@J&hd7RV3stxaR!i}@hV+4QvgMj%SDVEm_rpde1|(t%Q-z1qdMTVMy5#ePbXc- z296}=csg)+3giLt4*|S8zkee-=no>#q`zdu4`eL={%w1B(*S+QcFb>A;eJzHiIPer zjtK>J@TG&BHMQEeuqQ^m0C36_iL6pOdoHijo-GK{wZ#w z&k^6FT+%$#N}!|2UsRJ#ag`C9FMdTe}7s5!s)q`#}1eu9lu9?8*#yV`c9gZMH1f z1G0eQ+Lz=~z;7`m{JSkijj$^$K3?cZ+t3)TT2Fkq0}O%cUeiS82lUWGe{(l3OF^9Y z=nvSx7ih5eeIY7m69ntwsRlNb3C2|nr7JV?KyoO&{rK5k@h?I7Qo|n z9?ytTYb?K0mrP5ZDnC)e`lT!OkWZ7V!P@jMy)~vzlLiwf=k2~eNI7x~t-C(-h33*g zjXElJE`s7jI*sjd#rX2dwp`pg9XeeD>6>ulvV?3umH7D7{};QqY2aHZFS$}gl#Zn!V<=i7YHXgSy&#Jp1ig6Adw|h= zWc{1|ez@ly4}DV;5B=2;Gvil7CGzNj=SO#4nLVXZo^nm~Tuk*ePn0s7Q>*)({lPI7;8e{g-ys7M$_wUQj}m81%oIuUfxCeV*PQRPU}j`44KoattX486mO8Ln;48(o z|LDw`{G{Lcy*rjd%b9b*FN{WFJKUJ*VPi%UWlU)`mAJ{vYacJ1gs@A|c83?kHrzr? zc=yg5ev{dVh<7#_^bCFrmDsuJ_;lkp!G=lniz@}~=2UTP_J0hh=S_QjW@$-9@_%R> zTf^}(nkgT2vNN$QEp=u7i)$cGbVp57$nQI$bfQCr3*!l>O9ADR)Xy|2)YbxTSRlSC z03RH28KKuGj>1&Iq6D-^Ys@?#Pwu+79r2P50Tb$bQj}L}z@#Fs)QK1N+NFiDZg8|N zHa6Dpa99!3_mB?)-w<_%LX<8yu=>GHfny{zA39~ohrhexNKqCUOyzfK{fPF-MO4^s z`W+gLDZX1N4l&D7@{@)T436Xl8G=dnZARrhz=XYgeSdzf!wZ2vg^W1u&(;=VS!Z;a zF7wNEDzJo53BKP`IK;%YjR1?o=0|rGtL>S5D+VQKY}eH?cfjI28J6LYifq5v2!_T| zuw~|wh%3}G4u$-*%7*r(^>xGmGW%?=um8utI6N6zWda);ANv|x*%ovRjNq2cl(8DV zmqEI+t%WfPp$hr$Y%)hU%{&tp@41X~*3RH*K2f5ntRBbHo=FrvA;42A&hihTlOB&J z=;~$}Zguwdplbc{eXVjR^=Eg?2jegA7G^(n)cu?F64m7PBPJz%rNj}&$SBdu;+1ie z&4%ZwRV+pErl_#Zp3fa2bhC7W#j!%`Fn}q^dSwasVxO&M zdim5P<%^HmMkLI06Wx6pXUv3em`4_uI1(PPn`(Tw&!QwVCM;=;MNmPR%?4`IQ;~NB z9s;%&D{Cn>6ekY_&RQXUnSPR#M5PKO79g5#hlD5B+RRt4Zb8xoGdR5h+Ooc3(K$Oy z0n!Yhj{?SY5B}3TSO#77(R5|x)wJgxCZ?auML>gL7$p-C{_gMJztIN|AIo6`clP!D zl62O&57Ua6qbS55m!3<&p^5%=z5F4X23NSc~ITKH#uy6eovFtm?DlwV~Q71CG zm{Tb$Y1Cm~+Kb7;$AVYGOwo_A z><}O0uHdb_ZKnA6q!7Fi68Dh5Hb>4DD~b2C)tY}~Hh8T_&@MeH%9Tz|Q2TduO(v+~ z&3)YE#0C$ORmXJ&Q{{ai&4hy@iq5}yRF_=a0N#G^MLuxr} zd%zCs36SfX0Wk$T=k3sj*VrnUlnIPl^$up;TWf+U=#)nC{lsob;frt%s+CAl>~deW zgRA+d%-g&q3S^@M5AmR;EG`arr}-fEGxd`gILI`9yTQXpAnes=)Pv$4O%w1p7{0|( zC?oWD9jp`*7}*WV`(aQ9d-$8MHTcrm`2uFm{K?Jfy5|(oUwe6b4+D4sdc|japSkGi zKUQKKl@Exgub z@LqxA^SQ`A4Z&mTR)v!~VtfMoc~=Zi1K*~4Y%~myOTyT=qWg4DMtpOWIn8}TsGoCa z(gM4{?ed=yMUOxHsYnGeH*91E; zjDIQce*H+T4ceAHe-iFtj=i#{{-1{SAe`ilANx!=7rs%Fp5~97ezK#}Z44E2VohW& z_K%aXryQ^5cVKUv?AfZDHpz~=%-2*r4Eug%`q=Q~_Za$du1>zodE<&04Nk&rG=IgN z-jE}f(>8aO23N^V3JgeO1W)yZ1Ke;F$Q_Lbv)+B!f2{qz$qNDvusw?gniBZ~8fP~* zKdnzaD6DKw5c);RCjG08ydzf^I~lBmS2vWOOCuLkT3O>k6qx8e6GQLgf}5b)Huw@= zvMRU@^SgPT!EOxtt$p1$-2RfB{-b7O-gV)278dkKtOJ-az^-x^2;+!QM@D8f$(#-q zG9Z?q+9^B-e0h9Xz9SjzhCDs%tux<-D1j$45&=eB`xZJaa7#jh%kn(1M7&85dYjEe zSE#r=+A3~dW+oMQ;*q51v(|>`880@#&zg4}4T-8!u*^J#pzSu!$%-G|Z-3GB4vXDc z>JH=Ph)^!M!$w9pZ~K_+#$H^)9_O}F)67tVI^NNHG_fZP5_D)ZxJA*EVMk@5Etw>b zi|>(NvEE_1Ws*T@FCCJ=WLol&Kj=o0LvN_meMJYW*Ln2R*KAj72ybtmV+X!^#X$Xv zZaQK3Ia-k0#oG0E-Pjln*XYs6b-6GS5OILRA@W|o$%J3AHoXgfr2{FY=>V3xLU zAwRAom(|kOEMZJh+y1(!QLQeFvN2s!e5|{d zC5cEVQridf+;g^&oyiG|;t`>gyuA?x6Lh@uypN$WK#~`e#;kzDT&jV2rGqFwKy-+V z6O2%+iJlz#h(k)uD)5pUW1CZjoaw=6>4RaV44Y@vZNRt{CVwohnU%WCz8Tz0FXZew;FE}shB%YcY3cr_`O)DIZ6~(Bu1b9(PNjUbTR3C{r;k%XKKpY$)jdX%YuCt$82pDo{{fO zbcY`?JrnvbV)VZcAJi+WspmTs`$~iu(q$nWIyF(UNiFh_)d=K0a1T zusRO4v9c80TRaRvf5i@ez3ofG^Y?dy;w391M8)?YD`tN zwTNAq{^=I$+r0gUDjLc~;O+|Mt7BWVA<;?;6&%H7!LI|rTP)b4 z2C7(nAI(qM-F2$Y&LRy($BEBAHjadEDe6_C5uu66?AEQd5J(bcwH+kN&CO*Nr8;lD zFn-sz8Z{SId&ArH(M2@Ye0Z@?O1U^jP<9-aWZ?7-7M9ag(6-XY zBWh=lai5iU1u-sJSFFWV_-NG?n0(=lj#hs(*Z-W6sVD@MKScGTmy2KxIW}8~jo-!Q zb%I14d=%)pFCArAgxy*ENl`fs14lOgP31`6C>4{2K(sZ$6)nNgLzqMmAcbyFNSTLI zpj~4^i_JUkGLG;lfusz*bBvV2*Nn=qS-U@TI;B!{KsH|}z5DkAPOxlPg?Z9@<{0r$ z1;?VtaV`Tu3uZH_Di}Tryf`97G<(G2>@(nQh8Z6^3J&gX0T2fET_3>8SxtMe^mqrC z5Oe-K*byoG*$Sm^EsJee|_V`1-@+GD^{LlF#fb44=ex!lt+()oKkdc+mwhc&N z2}Uvy?|oy7QF!s@jluB^tn07?sZ)~XR8ELga~^hs9<|Z?fEkcd?Xh=kYU19FKHKd7 z)aM5dBTa=4yNsqK=}^sPbytV_(p_dSb4EAuQC^~A+xGrqQ&d-c>h@TxRF|=+;K|hH zv_O*htMWVA0`Z|Y8Qnx0MWYOy70D+!LyhxgOxL}g84eb%RrZF+um3~8uC3R3g`4$K zaXectD2Vc44RfxurhzW_cY<8uz4<$Y)@iy-NK+S9-dQqS~T%*7izv!$@e(Nfxe~S9i z$=>FQT_ zjUGycB_wEKYV!=_6XBDFT;s2>pltO2CjkGp5K!j9h#si3ZkrR|3s`5snjA4%RfTk^ z5jOTKd613SR^q&dSM)yOavuKN4)hfy&{v*})lLB?(FPWp3jh9yVNiO1r%{6h=%U`$ z*iTJOBVdi&{RbRwt9r#tYUK>a;EWR0+eAYLoZfux-_c2DLE*3am-Ft6>`_-@Sq!=2~=M6 zSd{PRg&bZ;n8S?PxtRV^B|%AD09_!Vt4MPD@o-b(oqy@n5^odOXMkxHK2$t&oy*%y^BAC7(1XZruvFI5Lo@&+jjUb*Rf5eujcq9W-Db5NS><4!Y>?@U`xU zd3_xAc_f2=6NmEe7~$qKXIIyi$%lcpzb{g>@hP{rw^482WVa~&2ywHWpue%hpM~Fx zP2L5>Urvh!a>P2tZF^4m+d?{^+0&NeB5&y-6ps#r16RbFhC_0<&~nsS7b94IOMgFFbxteZmMW1pT0Y) zA7^pmc&eEBp6Py9B)`evNRyT@GRdPq<(^WkpSZhZuVmNg#2;2FNHg@o!3LG!mipY{ zSSagn-95!XMJbdoI=Ul)FT`@JZf|+faEEsEO)d`c2qoMUx3I*=jaorJ-^LC^`%F*s z@qh{Pv%^pp1<3Uj4!d)>#|;~fQ9ZZ&yk~xxy!_~KBA;+OPZ7E`l{2E19?7`tc&k5E zy6&oSR*P~y;=sTny!DL~c+4qP^f_PJ-qs88ck)R3RBS)x z{+jx^39Ru7hq_{20tVkntCe}x zf`YGF9N%qkx^SO!|0>g(Gu_&l6i6BueL~ka-H|dwd~w@yaU3UE*qJxd*I5~zt{C4m zBz(hb`wR2_LE4JKLOs-2gjSconfwU&e`@IhT$8iJwYs%=QuF#h#18tOPW@+>eUux#PB{ z;D!uVWiN+$K~q&@Kb-*G4~Nh3!eij`ARYE(eGGS)HXSL^h!_6H1<-x3 ztITT>itp>|n;2^OeGP6{;FK2(`6+^s+3RTB09YsqeP^b?kIMmmi4-*|j?VLN7Zoim zQ5R27gPNlOKpvvhFg2cXzSi-$y1a? z+klb*zE3BqZbEpJ2E8y-j7xC$eOs4n8oyPQ@Q4$oYyv%N(he&=92OiGJ)ZlM>J_5u ztNnFQvuNq&AQr_hnU~U5q})S)WK$Q&>kM9)=`C7&3mKEwTzhuc`Ij_*f_u(nrzO=( zNf{DB0v<5;yJ2rXUaa??g@pmb9CP1~JCa_nXpl^YTPgsB-2dveA7?yT&S4tmwcICS z5#h0czZu`8yi3d%$gp>Iu30mmvy@tP)@HX&j=a-$(U~u|BHsW!&q5_%RZC=K1}yYv zlT)5TKHG>H8YTlwIN(I`M3UzgQ8#*QhM0dp#snvQ84+xau7LzW3SV^M3uUluLIFLC zQ-)+<*8f9As%g$|gSFNg0I&5y2J0&;E1e*`dO#8jvc(*btc7l~IZGo`kXnY&@MGqZxd#r} z?-JI3rVoeHXQ@e6(L?jXv~AdNaByx@iy7jZpkXU2Dnc4CQN1Yi=%xB|;Nv3!=3P8Z zm%SzE$CS5wriW8*IlBxzR}#K^+2Zu-MUP_;D$cPn^%s`wi_7+LQHfOP9^d@+M&)r} zAYQ(0sd7fLBJhYnxxgevs}SaWfay&b50*s`#wn_=eZN zpv%uaBC_7&AIrK`8yHr95k$z+@b0(5r~A7DY#Ra879$no3Et*&Je==02|SD+D2T-1 zg}jPOnD*Iamu@W&dTD-F$t#1sK7yZ!+N}N`Ju?4(G7S$*iq3!WAPl=DNYXQlrFW2@ z;fP5<0^^xtW6+qJY$$OoJkQtsj^ z1LDy;7%Pp2W@2K}db&;#H2_|^>d+cvS#=fQg~0TLY#HE{e(GYcsX62-AMXkiyS%(J zc)vA!pG7ms#{eA0u8sQsVOv0?86&YAklBkGz9aK_Q+aSBWJ*#g5|ZvqUU|e1J)%je z5LecAA!qV8^R|2>-fH3$RIsWW^3BI(aSEH7nK5^`*vr$4Fy(_pNAjkNbrqgwZuBja z6LXmg(j+#$j5nfsPrsggQdWPRPt2Zlytse#&y=5Nm~yy6;7$1t%h3hWy(5pCjcW1} zZ0tsKS>^?4?Ik*RLmAb5JXhCE)%$8L?&m3dp^V6B~WhyB9v>&8Gu1sN` z=4H6;$-TESu-a7DT+B@y0b9ybox0!1zO0gA`v1F4>=hX6J^1de`)RDr1?lG>*w z3yfFOVK=z2D)jK-!^^YHyZNEYTrmkKJ&KCkG&4(sdeH+Ps2KPf|#Bw4XIFBYRtbSUwY-|w* z=H8)zkfc%mTw3aYJVjQRm6OGMsSCAr&(F^z4`0mB?Zf|veI#U#2&O5x&tHPQ_{fpFUkTnER(>-nK7~m6J$qb;?=LFz*ZTCcjiLoOU5 z)S2oUx@suID!xt}BEd#jCxpa=8WkS7aC~SJf~>35wJHUL-d+Y-?^3TSfo~~D)SN`E-D-oHC zoF?>_3@)&uf}>GF^;-Mp3Ag^hhd)s=gZp`M zV4y(n0Yu!2@XU~~mX;O^4ZJ|`EUm^eAZOs>ih*?ylYpVZm;0JMp2U!Es^{u3f;blE4Lb&F0@u>%W0z4Lhz5*s@eTC{tHb%7J1H zq?17vbK(G40wNj`qdNPyea?W3Tf#3+&FhytZmbMfH7?2fd>sW^=vs*s*j7VK6YNJS z&)kcEVY>7=RJT|&7+lO~73rfOkPj4wu=C;GyiWfLEZ!bk*Umf(nR0CdNgQ{P4v7ft zk{HHp-LvAp19fQMmy~k=F0=m2+i#7L9A;_>KWqF2=>D>*!MMo=0TD)uXmOLBJasWl z%2bpHWb$Q%M6E+#WGcWvbJ5w?u3ljC7R{nk@w_c zbiqzlljx+k%7)%E(J6-;)0yX)9ANG{>#8DuDzQa>YP$HPJ{JZ>4C5I4%Qw|u zSAD^HlOdKy(&6=BUv(0@-q#OYgr&{Rblx7|+Y?p#g9){K;2@F+8valQ9dSfQ5+M-C?e;%}lQylP zrl#w*pvRs}ChGCQ>-=w}g@kbeFnqBL3?{{PcHlh0bL^+*;(E}0_PbPgX7c05k1_|X z>!c9gKma6{X=+sfhAKhncu-g@A^DLAa0oQQ(!OCeaC>VqQ$y9Gh zhWT7yF8`QS(w+2h-c3xOna=bZJS_oD@O3E;8rTVNSJz7k5s922FJ8XQgOikw>3> z0($odSlb$P|0GR)3f^>)8AXv*Ify7xe(=}&{5kA0q#?pj4+PXK-*#4zCZRW==-s=t zqxhBS?r+~z!Hbf0@Dhv%!y)c89O?{ajKV>NKX3$J$H(XNwnCF{vU(yWBxHz?RU-dd zW59#!1`m|Pp9js1$`+8ie%eA2nKSweoZ%TDEDZPq_&|dG?)V0a5~MANlWp(*zq767 zU%%MEZYFJk``IplKOFm+*?|8C?5G4Yf||AYa72|vcreWvEPF-r~xja-gO77hKmSnK!3{?X4R)usUZVEfI4t9l>ldubB`akFT=u&*Hour zBVGxl6nsL$M9T$;)aU~BcsJ~#Y03Glcjvlom6Up2XE)qLkT}c4*1w6z(ojw|qS z##rkbldyF~vwX{-4rg!OzcNWyRI|P~^x?fR+;VUE4|7%O($l+GjBh8ieH2MB;HlZy zpp#SNap+6ZbO&RFq*ZASKO?nR$Cn$WLLXmeiQ+?*ZVL#xb+Y>B4Z}z2p{_@cF&&o* z!alMyA)3PUKKifa@7!hSI>rx=k;QB6w%TK^Zu3>>%Nty|i(h*KZ}gK`+aT9B2Ijig zXt*XZoFq@o19$GrIV;MA3odUCgkKXJ&5lAev6<>ctBNzM2sWH-cnW5y29l1SZ9=!w*g%7lwFx2b`hU zFSCm7vL~xR0td0>B;zc7A9QwV2-p+xr&EKW$JmQ^kGj zhBl8*|9Aw`iiw%>!A4K9XJBEWtsO&7CG!Mql#>=dX+IJMV>Txjm#V48iLvFyMcO9M z9d5)Q+!-2g%7=^N5F9R5PCB|&Ebgg^x2Z6#y0bV2=aXo6zP7V0 z$fmwGxw3nMe(g^{T<8Mf>SW=eF*%A8TKW8S1J92~q2VU+DB8+Z+&ttr&J^)}-zYyG z`oKxqe4Wi^sEU%T>C4lhVm=}3B}3GV@Rx-*vKD@p=YG88%wWZ4GR=9vFuM7JDo6Q_ zVc^YmnwJ#JBU1kU{zkCq*C{LDR8~<@Iey{N3y^P#Q8jbh`Mzo{yNtn@=KGtkw9(kG z=u?WTYrPMi3OLS3$HZXM(b3&8vj$Tm*t<%DANuk0#Gkt#5XPYel_pfQuA|K_v)VsX zz{do9$X$`YAd8*Nq>dA2UI4A3k?4h^(%`v64eJ8vmqxnM@F)Sb|p_h)0Y&K4rK<@{;@( z6kP>;QF*u&@h;B~G~g*GZ635ViUpjfBCCpg>Y~I%LWGwE2@FIW`nLrI1-JhEiHM3~ z5D-WKPB-Kve+F|XqDB(^(s2lve*-}Hy0u>{YV4D5DR0G;*NBu8ih(IL?SXj@itiXK zK;eT}_ezJ%rp2|jC(;#|Bw!z0>t#34zj5SKZr<`0YB_ObJ?wCPMt1o4_*Cu3Nm|b} zR1V+WFEQC&!}+Kut3oolz$T)poTDAwqECWWMV_x8`~sViqA^TEIkAVxGw4>ml*-K- zF?_m_?%0HOZ(58k%EwjIX}`SR$7}^Cl2H*dT;;llrq{1t-AZr|*6O4yxA^k_!Im6b5b@q4W=jXrNVvA0U(Esec z1UnogeH^9~9`Ajt((P|pR!Mk5HO5@<^J04G@RWcMw%Z=wU_^y1Z(lNQD{;Oniv)=% zrF#YeJ#xMH4Azd};k2K_!?R3a^Uw>^aOsq=N(4&2@LNm3#F0n=&__o@E2NnxhY>ZH zJ^)lV7^85&1)oQC$Qc9{@N@yKF_hlHBwQac2(F8{UiNA|C=0PA2 za*GeEPcB^#H?#mZ?EvV`m9G`7WFdP{ch3%sNmFKV$eK^S4nI`82JC+zp?VZ-ljOI* zAE?O4gp4=&!|6p7(FkQ`<+;ltnJZjT-X84tJ32b#&+@o4=kzk%ej14wsBL$j) zI8c65)^xzL^fwR0{w2;TbjiqIo_naZRu1-u$ZCpS+v3xd#0wBVJM^J@v_xlZO8z@J z#DB@@&*iA4hk2N9Ty9gFJrP?Oo9^dVd@1(T9-)?5`Uxny%DQ1mvphe+`x0n~biPKxT zS7l9*eS4N$LVR6@&%W{R`JP{jW9#Xc->-4Y%gZAlhNIIV3N_?Srtv?-M~cu)V6Y85 zUl>+DkjN*|KnJ48+tIGA`@s;2zvP7@An#vhRQ=APjx!jXED&Z7(!gY;_s1+2!z&xx z^QF6cZ`|M^J`s@|%u0r}w#nTh#Y{|0m5>AuhY6hX(V>(G*gfRXEk@KyQ8f*()nTs> z1UIGFCJWHK@IovUj8i>vl9#EatQ((|tgILTP|pXFkT8KD`0N8A(GqwGXxekvAdxZP z_(c^RE$y{3{n8*o`E;<)-i7oVI&lh2b5sm43I)H~Mgl?FTPQv7D!Y8(e5wfZ7Ep1A z`eND_^(Pt1h;6X-1Fs4z#wFaEdqh0Qg4?>=^Pn9QJT})nAay(7FO;6A${(;m; z!Aa?7dr>N7*~o@T@e=O*0A4yedve;lgE9LSR;>GyS2rp+gL98)>2Yk)l++fmR|J(! zBZE5ybAH4*ap25^wzp|5Zk8ARlZkj3+xxG1pGfz@m_$a6*JH~NtT1eR;?W>H04~O; zDHu-|q2c@QrGlXXB&Fh$Ai3=o2kIcyL*4eo5LKTITWQE02!&Y~VJU)OsJP)GgxzUs zYHD};(~b-1p{h-0o`p8zQ^J|(tsCE{hGo(LFys+WCqF+wueD@@R7l)9-XdZ~WU`=-*#ML#_6r#I@z_uCAiGS2 zu$Y0Os~Hg)X#qG4@B_0zF~h6aHVqfYGi3RaDMIXicB2R-oB*Hl?ud>H;%#Hp>gWAB z)(e`|J3uz*pFNWEkQaegINvZh0VxNHq0*5kfYE;+=GA)NZt!>orl3gu^!f=z=Di2; zC+YUHC8NKPV_jAIWM`Q(BT5*Pf+7aJT<5`Uvr1E4hhf7h(J4$t7GJFrBUyayim;Eh zqnOV~6}8$742IoDyp~7}Wr}qZ&{=h~$9_-9|NZNWk*vam@)a$7GVn~ghVuNqldC7b zahXCfAG@@y?5o71K{s9Hoq~~nZ$ok^Zp+IG(iTjkhuy|Urz;?q4sk(8$!6nhBBpz; zs3eL<*7PQ6_kbwolRLijlN&Epm@uvqBrJM=W=CG`v@xjs^+AWP_4Vc(5^RxLQgd?$ znKJ!|MHS+%DaSVa@y$u1Isx(}<9;nZ`&sRm`dGxqF~&rmp7>_B+Snz|_iky``Q-r5 zEO-3rLz`v*GxRyw(})qi=(t2SlmZK28ZE6CcC>*$EX%`Yl+do9xJUf@0A;0)E zpmm_Rfb@N{|G&EKlNQi0p0>8VeFHsPBp@b6ZrR`ea1&8bq?e*3Pji7$R~|eD3&1@s zKv-u1^m7Y%rbv<)@+B-l=)4SQDk(g(>Qsp4L42y@;0(Qtii%q9Sr`~lN064ho;DuD zD+pL(8Kss6fTAPemahRMTi8zThN9mE=u@$A4V zU;_o~ui4@t3fj+)hMr}QSZlG~OsCsv4zk=Hh3=cuZF zL#NP?WVWqsrlxD~*rwd^*pVJPqF|151Wq6_x3#j*A+eDFZs}(WLdGf>rVhcB2G~Jt zdV2b}KWn6JseTL~r>RdYAy)++kp^8HCNqEsMey;T{<#U=H?TkM!R6nLY5Nq(s(CBs zU8T2vPaZ(`zgyLV9};l(;6mO5mchFBzp=5gXxB@G*#=0-c+`eb2&}^q15rXs%8Z3_ zB6R4sR16Ib%YTmrn-3~Re;m{9?!cTAy5WMc=yi-FwS zHQ}W7HhPC^V9_T&%L{y&i@`{WYuSGL%CTJ`=bz!~1nW{4=#gS6g+Ifz=DJk@t@nR- z<$7mlF>CA2Tuh+g^P5%=qzm<5sDzsL+6EQqGnDA&Xml?P2k^1s7uOia?;J^^Br8Nw zpW;6LYfw0@*`&|aCEhZ}wKh$Zd{}ePkDu_CUpMHMluvK%Z@LZdrbjmGM9C}rALD)8 zpAgE>GGZhv+(<}TD#gngvCZ1kdrrpCmN#L2&$L&FIqc|F-E&K;gOuq=3Mj6Y01=&1 zw;I66Xu9@>1CbH@U3x_W>{6DjtgJDJZv`GO@-aqvh_U`=eVvC~l4xRVQ-~3EdwaWI z`ojc9nDYkUWiV{@YaH*w?)9hQE-V2jKA2*Wms!8`=+S^MOsU5uBCOEWA(c8*#PrAX z^jiQ>V=G?HEKZQ#H zd14rtn8^JB&>XwLG9pw#$n>xiVIx|;+5X}d^UUO0NZy=Te*zGlT|o`@`Sa)f*<`VN z{ZjAEvU;I_^M>i=n^p`?tVb_Pz!?lC5Mz9k&`=O=Ax2SdE&8QTzCkY)H)TSXYV9__J2IFYwK z!C(}{wNgE=6n15A*#~d?>0k9u;oiF>MlTp+t?_J?a}PvAxzM4%HQ10p`OENcH_`mB znar0BLTqn>{Qt)VNbCW^U6VbG9qmLbXHeJzaI{& z(Z@&E0UF}km;aF@103)lKg_OcU<$A&v(Ng-rL@n_XTe?O0tz<$a#Lj((LZd^*fTu_@ybr_g9#E7HII3gEexRmAu0VKdBc%p+UFWJqz{UZnEt!x?cmNJ> zM87OPd&?JU^ICMF4`hj}0*lSXoiIBk@9?kyCis3>)4|JUGGsZ5Omsjq zJAem3KuM_v-^O1+z8al74`oxI?HwFgfg;4_`_V@Xq-6+)xd8if)yi873WLpoR~Lf7X}?z|VgObT|0GXy`HzT-0K7vhf8`#) z19*oy02${VHxOw9NMCTM#d?7ePX?*q^nyJg@k9(iKm(CZ$@22irorgnR$mQj1$l86 z7wazBuTzdagScWp5}gBUmLjMh%dE0$(WSmgi!{)6r4qDJNaqqfwDQSNa~p%1+UDgwpRd_EgED&$j7} zQu}098%T+}Ma`Nj7pn*Hr{}`20)0Jc3=V!=T|akkYSYqYqhtG#+FYYPvk4&#$fVwTkyg}9Rg?KF|4n5 z4-a3~*7Czd7!Czs3FsvunKlbaN{j^HImT+HNUHC2tsOASQELiz5h0;PXzJwy0wn4j ze!Q>x?oVM0Z9$9+m8GR6FedQX*x0}dS8w*Y^w$rIJc5E12b;hc?`ie_=L7~b4NXn# zrfrq*zOR6J2jG(w*$ezZFJ9b$qVEJp7eIrr;%#|(D7SDZ+reyNaeX}u>enMUrc+f< zutr8kbnAY3I6L#gHlPwns_^?ifBlLH7J!B=KKx+Nx>`Q@!RWr zPotQa61=GJ3u3t;(u54k3QxefR}8M9nVH!haB3IfN<-NCIkiu=J9t6N1xz_s|6pjj zt-D%^e>*{(Cy2tvgi`?19m0iV=&C9Lc#-7o?d|i;>mlp`P8loo@)020O5RpCGct+* zSPVA5XQ6TY^>qqU1`l&K<2$_0TEoz#vPYz9_=V#Vw8a_8{>YZdFS>enk6v(P1x);N z4UF2vD5_*;B}2b1cYk*^g$N^vOsWYRuMBl&3dOhShQNAz1V?+#pP(-Epl_&)QGeQ( zxbTu6pyge&VWge8oK>%}s70 zJK4T299NXnA0Tdff`58Y8NvJN<95q0R-1OLZ2%Y$Ca`TAS0Q&{Vd3t%MNyB|TNqWK!F!rOKFZx967Tal;h_D3n}; zIFAzoR*4Dsc7z!d|9*8Su4}HSSU5O1_(Lxh%Z!f7szZ1EQ!So+5?`{!2`KpujbqCo zAkf$zWfLA2R<`o4ANBiHt5B!k~4R7jC%NRt+1F_a&|Tk#>p8RJShM0;X@Bdr9eqGF*n!z(kv#7sT_DCOg!A- zrp(yo>P=r^mVE$`#Afb2e3*$C>u}AR d_$kUw{_&ngiyq`=;!C))d7xKf+S+vAV zdb3O6U2ww~uCE`WLxx~>=!~$*U@wSc(1M{F1F^B+ZOzZ0J!AdL@`Zt5$_cO<2|>3+ zvw595wF&AuhK7a>=-`U|SD6`3rxKyNK(IR34NNHWNnT96d*9@{%})wtp^Ny@w`Wa? zUP!(%EB?q%;a#-h#cdt7LqA7?53dQ_NO9h%wX{?^u-b%g-yhT5y$hY3C~d_Ytn3R; zpQb!M%96T`B{jrI_}8({6$&Y#EI}+u89Ua{{t1_=I@SH^DAQLODS8q3$7u2A%f^Rg z+nJkU*H=H$;R$o;Z;jj(J}T<`c7{#!h4Mp#jvN3+Bu$X`w_pZ<_jJGhTo{7OtYVR1 zM1ct~*#p4d+{P0XvjhTH{*Bkv)^7g0B*qj*fdi`h%iumjuUz@iF}wTv&*TMxAYM45 z?dbf>QL!-kz?bLRD613HxeVz=;9~0@*!1zq$#Uq;vSsvlb_Sx^)(Kb^aZhX+3RlU0 z!jW**#`bTpfZ>4Ex`>9}f8UC%_j!7Flwzc>iuVwsU{w7>qv<`%8H^FD1k_H($9O+U z79_R{1l({S7Uf^QIJSS|>;`e{Y?o?%NJt00KT;X-xixM9Gr zs$P9H?9Y>3TwTICSA=){s$(4xU!qf_NS`Wc;^pPtK-;n@DU3>n~Bd^;mA*l1#u`S^h5ElzFeSOyx)p$1fpq5pg1t0Ec}VOL@4s%E9HyZfHYQq6ecUJZm#DGt1$W2tw5bU0F~4 zJ=Q3=u;Hqy0GPp!1S-E`C~epv4t-z|sOd|7t+#EmcW}TmZ;O!DUnVLlI^@2|9JSjD z(DT95w)%Ul`$Ij*L8z}7BCw7h@mlB>6B`>04M->K^&JUUZkg4 z!kyiW$?xBfBU=#`5lKuLYHy1Z(^mUWD%dbb<;p&n(~5* zv`%Rje;L8SvS*Vz+Z2_%6I+&>@+{>qI;+1p;wFW`=;S!AK6OuU=Hx&L)2>)FRkZff zH4ll8Zc9~8{FGu1-f`N~HG5jme$2OwUc!k9#H$Y9WDScE3KVO5FxlU~b)v+1cqaOi z*ALeVFO;!VF99~D3shOWk=4);L%&dAYiUQ?`n<=FL(srRA{l=EK;Vxqy&VRwe%R=8 zOlk>6Pb>@mefhU0tS{=`kA7C5IGeRYN>M?f3}w1J#G1Zi?=*0t(8J=kb6|KlOa06S zkUL~lRV@;WK+1cgAa6H5E;l<^YEbSwGp$Oa(af!^DwdmW4-O7Sb8rQW-uQU^2epWZ2q$;<#h5Xx zsijr^`t{~MlLPTX;G~i%nf7D$-UChC2GXkoi_ad5lL=iWH{g}C(C&s<;xnm2`MBWE zC*K}9W-HJ%v1=?&M0$t5vZfCwTe3-o7Ebl4NuSY)g6O}Ga?%omPyasdvpKZ1d_mzE zF;k7Uuq|18m7h7R_}aUfo^2m_)hbP5<~ag^3f!K8KDN?5x_;CA7YfA#>DfIn8d-&*4%+4bZu4J#|x8N2dY7Eg?N5ug{VvG$2sA4WSQ>NH=Np8C7s<%TsDAsl0@;u`0Qi0>5J6Fy;KGe20diW}O2^Y*MItwd-elp3 zkqE1FhE-=LU}t7lmZVO7oEsB0{gCDu1>YAIZ7>_oL~pj(h<@t1BhJQofhho=}(wzSlKY zIG3*e@Tic?yC)f5I~JSDnO=;nJeRY++ts;ZtUz5wr4+FT!r*d~b|YhJEYvuhhkDp< z8^@QWr4*P@6#rG&`IgO;|5IX`YM&TrU;z!U*wCvgLi_^E&!RSq_B-x!yBr-CD=I49 zxN&3rr0eR~n>WJ&4s{|P(>y&Xhvja1ABrt{_WXI**jO|QYNek)-^|L-cIB6#0A5GM*6aj4r!2a8d_s*>1HAe7gKpHtgV9q$#j2+RkZj$ zooDa$gO|5!LxR39HZ`1nQ=AV4}SmaA- zJw2ay-)Qxtc@{sWRoBdPSls&bh@<3Rhec!cZ|av%pO&EXRto%ET~FP{Wc&8TV0T=^ zkl01ec{|&`t&>0l3Al@_h_9=lK~*Rq9&=4qP3=n2)!)W|)xyDNU(_ZbfCGIlJ3G5I z*>S9+B)YrXS;u#Z^Xu2IK2rk%7sJD4Vz=ydb+tP){3tls_}f|VE?=x~Jp3Uw^6A;F z^hOGgCUf03M982?z|-su?vsp*PqLcZc!Fz$L!-md!{gL-?Oq>^G4@QUrSDGtpgnsu zAj_ot1n@J8qZhR@2hT!hMBH#6q{Q-JKa49_~RDfWgS&hTjV;+}+o_ znC|Ar1WB_lG2YfpWLF5x*h$09ffsbUgw#}a#9LhTd!C+90MN9?2{nk6xA}AICzIq~ z)za(?GbXwNP*k9bhO36LkA~+iG!sGilHd|@w{GT47=VDal zs0vfd&rj7~>K^RR`u#h7a)hVm4sVG;S?LwyC4mEHqbt<9LWC_FbsoIBUo&i~@6YZM z7G|m&8|ch-U2!gUr_w7#xhH6yxsM)QfW~0}n4$J10S?%b%#o3!Kqw>ucU6GMN{Y4a z?@dz5F!ep9(Qot|AZo*IE}R^B(Qx=BM>5d}CSNEe)pQ5nN4L+Vb(L&CA1rn1A6YQ` z*v-lP0NXw_HM+IL7(qcH@?{T}Q0r2;xvxy;3Ce z2@VMayC9R%Ek9sWbJ20=2bC_Z`|x z{InxXxd#RZyJ|H$UIN}d4rmtLQO`C@#boB>L<5dmiuUtD&#zqYr~CCz0unWI?WqL^ z0zV}M>%6nb^PXW>NNlW#qyG=bUkrTFlRLkuyE*X~JahchM zf=~p9nff>gF(yn4iw0rN8M`&`@&3)HyD#sCDi0a;z5mdm9{suBd?3y(q!7)6nhkMr zai376-dB*m7B60rySHMz{_Ly}h%xCI88Js*z{_D!%{h?o*x<*3UuvRTj2uW(SoZ;> z89%apEH*Zll;2>MBa#k9t&ykx=vpR)h1l#9&SfFw0b-(*p5GGelp#23Pd{f|fo3oO z^&liNrOnO1ijoiARY&VS#KiOK@~%7jF2ba}rZ>-*Ac!ROa&XZ$Qu_l|P-8fu23m@` zF$%z}va-oyb-$5bgMkr<*apR2LMZSIRfr$CcipiZka)uj|1;iC3{yS;Ib&kg9lCx) z9;phAMYR8J+Y%3cbyXzGWUA;T{F$Jabo*x>2CKLJaj>`V93JL|!VZ*2rLiTv@uvXh zObs<{?VCo-ARsC#&$vmmb#RDOE}0PoRJdu^t~h%ygt;WxMl18C!RIUAym>>^9PwyP z0m8zj5S(hPT2yaD;1WYl$;Om8X>t{L#XqqB2B%f$h$_PpLLLQO`zW{2{|=w zXq)Eg)2GSJLiOf6Lbarn6ngt=79Y>u^*CDPwOnBmE$IH30B1l^XAWtW4(%F~$yyP3 zfw}J5-Me>dtoEW75(VoKxwFy&2NErIU68tnJ>za}&JW?wg^0C9PNdpFLR#KBv4gS{I$x&|;Xfkde zhUZ*Aee38x8j=u*w+eG<5DyC1=5nBrMW^V#Jh&3DI~Xo23dn365{Sw0*RF#rb#)!O z#O&xPH!!7{rqf(g6Vb(v?YXF^$uv#=G14N0`KaDezo(}=@v4z+@8)n_mdnYp0(}8=mD4{JBwyiLu$;r)`Ir7wo5TFWnyOZ$P{P-AjV5E^nx~- z2RP8@{xkL>QuLH}dVdCFzR-*emt=cw9BuIABRyABEd$s%1O#F(!EVHuNUq(_iT*5_mmhfck)LXXT3T8l zum^Qcjjwk|3*5aZM&tTr%a(n5c3SQIhYtc060NJ6Bbdy?SBLpyJXtt2#LyX*IDcT| z1;cXD))m(Szrdv&Z9{i-T!ths&Ae~|IyHoQMjP1j9YNV*-)pP%p^acN*n=QqpgBi+a&ofw&Tx14dE{b-J9a!dJA!%G zJXm5pHlsxyaj^(j0@GB_GUF<)jev`AdqAog-OfNxu<1ZV7zs>D&=!s#9vEPPrNRB#TqqHa7W}Qo;;`%__z||8&GdS!^_`sv zQ>cOxFkbH^VC>dI@p69@25DN3ACX_NVlQqBSN$C7!3{{QShQX3V7$nv>m}mii|n4{ z=QA37=~Jg*otdT|RLGN%k3nOsd7sa=Z9M4hQvUQ~nSMY7$}~xtnOhQnWBYv&u(J)P zWeh=F1QCe*;aUK-2EzjHI_9^`j9ldWH;ClnuKsFOrC2I}xU5$8pa8)>3BbC3gH{`a zEZgbdx&uJO&H+Mj`a!40I2AC{-QV0wSU{fSe=FmB`0!4wOnUk%`yx-{!QtNCUQ#IJ zs(Z^k#{HInw)Ryf$~yjm6=J{|9zY9b=qSI$fCTXHs7;En{ z(CyriVdfST-1o|U`cwj8o}0&g41zI;x^bX1@di>HgCVd&xGh7OLun%&yU1h9ts_g; zgi}gDytp3B@mY#nF2PWgmp8d|XTMv(mLFC>+dI?nDe6)0-&@}6`~PmE29%!TBpEig zw#35lW@3i)a#MZMzmXF4Kw;G?^QR#h84A$zTfR|)K1F>Ka{1M(R|~ui>GUa9^1i;; zu3bY;6H+sQvRfBWYvt@KSFg&M>hov{gWG6)??_NkP$@n&(49G8e3e%dx-s*y>ikYO z$~~K#{fn-+)3^6UOX~-8(V|d*ShtE*rU~t97Eeu}zeKss|1O-tV65`*7PkGr8*FjK z>A-26tGeF za4@{1aEu&Q^ASghb&dN`#w6#7P6M>I}v`6tG=-v<4$zTaJ1ru z(Nz!P&#t~{R2~2`O+CpO9$fUR$DCQa)_XIE@0Kgmfpa*a3ccVYov!RTH|u||?>nmq zm1@aG9-tSs>^*%~`r(kZY>#uE&L2jo!R9NfEC=F<<@kNZ;-VNcO5#EV^H_yj;Vi)idr ziVJR{P3`F0p%6QcC>m7Iu&xW;C^h4z-qgEeuTxYoDYbdGkZxMOb%@*5t16)`=(L1H@CC1 z`+Ee&!QfZdr;@WJP6hFqXbstwF=hn_lZ+xlxZh|#Z?=VCx02+K;QC{!v%N+D*r5!& z^;?eFwr!o=-PBJ7P&dn&;tovBM$H!FK->Rb&F%Agk~f}SRs4DtUgLjjyC0W)FRFcO zt01>A*EW$$Mw^VZA`*sn>T{Ppx~ z)~se>07A~Fm0#L&kE>Q%-BlQ4fRsFJ>2k`j>buI+5a_I(KlntDG)|KFrO1l|MK2D@ zx?^9Y;Ch9pTJfwV7>SmkUSN$=0ePi~@h+p_J}@oC@ROm~!9q3aWwH62EALDm?F$-? zf;7JPAOZkC%G}zTjY4R4oyrLn6&1(Pqik@*^=48MmDG<=|KzG2`*>e6DLHxX(W6Qp zhv;%SuqF&!TSe;&FMdFgA(%>LIiIevz>684m{|tuB&?mq8x<+ zL;ne_E=o#DtYcjuMxy3-__AcQ9-v>;L5)yC_%=~I$sa~1Bp0GD4HJ}}U_`YP{WX6{ zEAi?lwqX5Lp)wNJ0~$6+1c;X z!F{{!?5H#v7fg!f>tAS5Ayw$|hU&jfJuan={o#?#Fuvn!_G<&|Ff zU`-ewFwzFs{Ia(C`f9;<1%jua4BRtO0#WZP6g^q>%R-nzRsa1-;>I?BV~Y2?v|$#i z7&@m~Ujtzvjv+QkN-&HSWFTXLpMZ|WtaL8RNu=Q(`HVgP)lhK67PMsrhS824d>|?s zVE`%QFIYz}F&XD>MhFVTq>>}AyNg;4v3x>w#*4})G8$%m-+LTEx5C;gP~d~WqMrLU3@{#o zn1U$RTDM4mYCs6F2rZpajUZ$-*3%X;(Qplfd9eiDH2^+TT;4-;R&HkXbj&6cde`iE z5domCyryPbse4#@-h3Eqw&F7F`?gr7>D%A)rL4Ru zP)4`(zDc>GH2Cw!k6;wi{QUj9dU{B%TQ;PRV~T`Q^VFymd=^nFF8j$!REdzV2X}Tl z84L-;`~hCli7uusO*i!XwZO=cGe@{c-!XsvPxe*|Aa<#iijIt|Jd*QV-b)8J7cH!R zKHpgyX@Cs}Bs9=gq=wE6RxvR#{4FB1LR$O*N+Uht1BwkiG8qw{wY4>xpIFe76bY=P z_v=>~{3$VINBYT=k2`gr78mbBB^1Rkx#)luu2hsBM82HqM{m`^uD8l1!s)<+l2(#C zS~m=SB!*uNOMM6O53JU4r>u+&3krpMFD%RACZ!yh6lq+~eYpmWK?Dy+MR!XxX?B5p zqVh)adUF+rZqrk~!|KU-jR5qS{(60n&p9UMui+tQy07IMs+-n*x98zoVWAsu(~Nigq&CQxC(G{UGG5eUhs;D3^gBR@WN z+wBK^uj<-bV|Xx<*N$Feni`LGlqj1nosY1%h+XSPZBl7x?#8}p6fH>0Pm!xH4lS-$ zb$xvmQm4+bv5piQHI#l>HkY7FBO-(Wp#m}Gx znqBu}bu}jmpU&KxCB(CG%VA|b)a!l{rA9YvDn+sI) z^Y&S|;48P^+USR_;hvtD_;{MBgG>Q_8$li^Kf<&^@jR8RM=jxTz;*#RPK3Jw6T`vH z1E0r`bRroW{x9!kkIay&(1_ihl@kr`f|EiyRjUfa2|aLPW9|O}on=NxSHVva*fk|J zm5Q2k$-Y14rNU%7|j1WI4MVn=l!X^b&2 z3aGU5kn5qX4Q}UB6jdX~2_A#+X@1}9`NJ!H2JcM@9rB#Qp~ZYDQ*9$!$u$h_yZRY*%$f7jeK|C_ElDFUq__+;}>R z((2VjN&x9)z~9v%ceOB=lGhP<_h|mt8$ci8Q&h|<@o#_qdJ%*>#la$MY!I3M85Z(v z5;b5n!uj9-=Zy!LfXxB@WFgGyd7!rv#q+QD-i?~Upjn?1qSITu!I&t8*$p99@cxr8 i=Rvi>m7M>g%<<{RS5@COuJ)ziYqRlo`U69!^Zy4CzL>cH literal 0 HcmV?d00001