From e84276b6d3649ed520cfd77e5a6ffe8b2c1e65ae Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Mon, 31 Jul 2017 17:42:04 +0200 Subject: [PATCH 01/11] Update README.rst --- README.rst | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/README.rst b/README.rst index 48be488..b014782 100644 --- a/README.rst +++ b/README.rst @@ -1,12 +1,9 @@ SPECTRUM : Spectral Analysis in Python ========================================== - - .. image:: https://badge.fury.io/py/spectrum.svg :target: https://pypi.python.org/pypi/spectrum - .. image:: https://secure.travis-ci.org/cokelaer/spectrum.png :target: http://travis-ci.org/cokelaer/spectrum @@ -22,7 +19,7 @@ SPECTRUM : Spectral Analysis in Python :contributions: Please join https://github.com/cokelaer/spectrum :issues: Please use https://github.com/cokelaer/spectrum/issues - +:documentation on RTD: http://pyspectrum.readthedocs.io/ From 611b16422a31fb740fc07db8d87d4738feb91b86 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Wed, 2 Aug 2017 21:51:57 +0200 Subject: [PATCH 02/11] Update README.rst --- README.rst | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.rst b/README.rst index b014782..57b9fdb 100644 --- a/README.rst +++ b/README.rst @@ -13,8 +13,6 @@ SPECTRUM : Spectral Analysis in Python .. image:: https://landscape.io/github/cokelaer/spectrum/master/landscape.png :target: https://landscape.io/github/cokelaer/spectrum/master -.. image:: https://badge.waffle.io/cokelaer/spectrum.png?label=ready&title=Ready - :target: https://waffle.io/cokelaer/spectrum :contributions: Please join https://github.com/cokelaer/spectrum @@ -47,6 +45,7 @@ For Linux and MAC users, if you prefer to use conda (avoiding conda config --add channels conda-forge conda install spectrum +To install the **conda** executable, please see https://www.continuum.io/downloads . Contributions ================== From 2caa8b4b52c4213bab99c7662671d631ffc5b891 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Wed, 2 Aug 2017 22:06:39 +0200 Subject: [PATCH 03/11] Create paper.md --- doc/joss/paper.md | 36 ++++++++++++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 doc/joss/paper.md diff --git a/doc/joss/paper.md b/doc/joss/paper.md new file mode 100644 index 0000000..73662da --- /dev/null +++ b/doc/joss/paper.md @@ -0,0 +1,36 @@ +--- +title: 'Spectrum': Spectral Analysis in Python +tags: + - spectral analysis + - periodogram + - yule-walker + - multi-tapering + - burg + - ARMA + - eigen-values + - tapering windows +authors: + - name: Thomas Cokelaer + orcid: 0000-0001-6286-1138 + affiliation: 1 + affiliations: + - name: Institut Pasteur + index: 1 + date: 2 August 2017 +bibliography: paper.bib +--- + +# Summary + +**Spectrum** is a Python library that includes tools to estimate Power Spectral Densities. Methods +available are based on Fourier transform, parametric methods or eigenvalues analysis. + +- The Fourier methods are based upon correlogram, periodogram and Welch estimates. Standard tapering windows (Hann, Hamming, Blackman) and more exotic ones are available (DPSS, Taylor, ...). +- The parametric methods are based on Yule-Walker, BURG, MA and ARMA, covariance and modified covariance methods. +- Non-parametric methods based on eigen analysis (e.g., MUSIC) and minimum variance analysis are also implemented. +- Multitapering is also available + +-![Fidgit deposited in figshare.](figshare_article.png) + +# References + From 15965e695e0233cb477ae0028d80318c697bd665 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Wed, 2 Aug 2017 22:21:47 +0200 Subject: [PATCH 04/11] Create paper.bib --- doc/joss/paper.bib | 41 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 doc/joss/paper.bib diff --git a/doc/joss/paper.bib b/doc/joss/paper.bib new file mode 100644 index 0000000..cf0372b --- /dev/null +++ b/doc/joss/paper.bib @@ -0,0 +1,41 @@ + +@book{marple-1987a, + address = {Australia, Sydney}, + author = {Marple, S. L.}, + publisher = {Prentice Hall}, + title = {Digital Spectral Analysis With Applications}, + year = 1987 +} + +@book{percival1993spectral, + title={Spectral analysis for physical applications: Multitaper and Conventional Univariate Techniques.}, + author={Percival, Donald B and Walden, Andrew T}, + year={1993}, + publisher={cambridge university press} +} + +@article{harris:1978, + author = {Harris, F. J.}, + doi = {10.1109/PROC.1978.10837}, + issn = {0018-9219}, + journal = {Proceedings of the IEEE}, + month = jan, + number = 1, + pages = {51--83}, + publisher = {IEEE}, + title = {On the use of windows for harmonic analysis with the discrete Fouriertransform}, + url = {http://dx.doi.org/10.1109/PROC.1978.10837}, + volume = 66, + year = 1978 +} + +@article{welch, + author = {Welch, P.}, + journal = {IEEE Transactions on Audio and Electroacoustics}, + volume = 15, + number = 2, + pages = {70--73}, + title = {The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms} + year = 1967 + } + From d4a5c6ae390979c26e3edf1c0600ed816f2d36ba Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Wed, 2 Aug 2017 22:24:28 +0200 Subject: [PATCH 05/11] Add files via upload --- doc/joss/psd_all.png | Bin 0 -> 148172 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 doc/joss/psd_all.png diff --git a/doc/joss/psd_all.png b/doc/joss/psd_all.png new file mode 100644 index 0000000000000000000000000000000000000000..4b59e80b58a70e625ae45551d2b1ac265ccee7ef GIT binary patch literal 148172 zcmeFZWmHt_8wWZx(j{FI0)lk6N=OSRozl|XB_&c)A`&A~qI7piw{$ZgB{8IQ-FGaUa9-<)gILH}A}&kqHP9uU>LA`n#hN zc(9~p5HBV(lAybTo_DcA?v9C%R)_rSt+F9^$H?%?{r_)-Sfu~2*60)S(L(T;AuGw( zy1LZr>gpu_!NI|4J3+|r1K~6w$04`VyZb~+f<`|^f)}y5v%^FiM;s%kc_Jhv#K+BT zf<^;g;}a8Q_H)(Bp05x`o41uxgqsd{vZz{t-|_SFms$;H=D<5UJ42s7z{0{Rw8x7G zX>M-DIel?=`0@+f9-Q1L7*RF@V@O=bNt5rXu z1@R7JZmT_nnf@obH@~@V-ntG;cs4h<>S;iDG1668AQlF#n#3^);?0XL1ye=Q==u1y z)azh-R#U}>lRrbijX*^XcAnEKdyNK3F%A&nOtJM4dxWjw;7}YeX+;3ufaAg&s{8jy z@`!17&U}j`NLf=&4ZooW4Hs;b%rhejhVh*3#OUfx4dQPDr!+l-`9Bfoxe z4>yq__GGFtmUN!Y;AeqC-HI;C<>yvM>w^?K@raV_`I&FyC5yO2OlJJZE|lKusaC>n ze|~|hupFtHGE!n9O5JmK9?o$BJ?%?o_nw$dG8ohtvLP zPxT!eQRI?G!{+X;Dx0}4cq6aNIhdrH1TkT1y41}<9M)4Ab9Jh{0F{UGjP&`D9X%0w zf9}VJvGP35m9vqRF=xP%R^|KrRU2_Os#cGlk|EChuAR7cInLgCw$^!NTrw1s04t1@lQVPALHT(LHUoo; z=nJfm18ix7a>CSkg@qh8zP`QqdND`{k+6!ZPUg! z(=~2oRmm<42?*oI!sMjQRqG5m*{8|bsPR@@>YfYT)0daW2$qJlb7Mxdn^nV4FP(*{ z&1k{qDfsqn>0-O2#t01!ZS01F0XsQ>Oh#ta?JGoP{iVCRfW5uF!ra?7dd?K=i1v6F zKW=i=*6ripZlYu8T=(>A9GEF%$}RdoRt78cQ|6YII)y`}RWUpoGMt2?=ipt-PA{~z z<@qT);T~o+a|MNk%A%6AahmGt!3z%gwY8t}^73-7BiTra_hRI-6)uT|{zjh0Q5R7y zc+eAk`TF(k?Cflg;G;*63Q0QRH(Z6O*}7-p9-y3LWo7MP%@S)z+n!IrU0}fiSIlg= zv$eTdR$WzHT^?|KQQ2KnUH#jmp|`i!bfMmzt*!sLh=>RY2}yLSB2iqojkR^_vXhQb zZn+m4G7?x=Ydbq80?Ze>y1j;;3$j*LELkt!ef&teJ>4-Fz(kZ)Ru&%~j&2($PMcp@ zne_YjYlirD_r;@??Z1Ef2HuDuQl@Y`&kE`kEFevcnN<`)uTIVNjeIVg2rk^BDryM|=LzZRVGgY5dg>2!^w$DBbEWqC#Z?akKK z8$Eq}-3m)wlRRU@X^M$y9!?N%YD1EfllcV%a*H0MKK~u*9uOee;JKGqQ$toVh22_h zKbLoFiW-!a)lMxb-aw}3aq_0TJTEZo{5k-%ynUahv+IC2wzh0+Y)D@k8|UjEKFuO1 z(}`YOG=eB9D!!A;<`)$Fee7dnYn%P;ThDjdM{I0aH8oR;j#%g+e@{?`ka`#@9O-HoD&{Obg_J!v3DX9{yI0yajz9w!1m|>qeojJ4nwRq)^lHdt zkv<0K@NhU>6Hgj6#{;kQS3k6n)?-YJjiD3xsj2M|ry~mz4P>9^76$v0$Bb7jSH}WD z&Hi-K z#u79>1xAWAL3;)gEW${cKRY{>qrGycrlNlv0Jy-8LH;0XdHjaYT6+PG}zo6 zq}de}WAz7=5*KB*Q=E|Z@82g>*Hl%Nxo!-xL4};#lesU#Rr9#Sd<7g%cZ{rOX80O^ z<_j``Wy?T`5B9+O}#ADtJnj6gCnGS2)YeSCZhNs4D?BA+^h|Ng)3sqCKw!tJS& z{H(0to0|aky#;QZZ8>%lEFLhQ*A7^WK>MGcH(-Yalus5LDuEVPU;p_z(^GEpoV>j7 zi;D~0Tf6f8n8ry^GR~qI;Il`^#-4%S78eg;`AN{?k64e_dmslxKpjk85;J;%!6L&z z2paCai1wE+U%t@N611EH8@<+m^D3a_l^>p^j}AX2Gc_J@TzApyixECYl@!E=GtUC} zk3wBbtE;tDdUR`DFm2H1J2eivbHjqo)WdJZ#k8L4KjYy{tE;QO=H_e%tzQ}&4}%(< zsk9l}@uSy$G5WY!$mh1ltX^%Mt$x8_YkT`1Dza9vr-K9M!otGj_upXWpPZZ|owA$= z2?!A4pcl3JG*(ZQ7!S9$LcrG0(qCI!vzsYLi|Y;<+stWcfqkyq&h*_)9p9kZc71zy zj>}~f6(W;ddCfw4tFPF@sVyq7Qnw`axmY0|Blf2vASB$XG@ds{ovUPl*&C z{pZggdIC%na`a^_+HL({LK2Nh=j5>oV#S)amif9L=00#eIo&4eD zwJ>!oPaN0+pj4c$kEirY-oAYsUB$wy?`Hr0U5_8A30F>X9OR{AA5eWZDDT`{TwHpF zht+1a3=K2*84|2vYcAjeE&X=EM-j!y&6Hax&6+%Rthpn;H)TKt%g`nE4P{j2tLE02Lmw zv)@Ax(ZU-4b0o(=xUCb>{shcmMOgbXw?oa`*4Uqu?yt6*GBWE?$ONgb0AK-J1x`|@ z#=%e#f|N54k-F>VQ%-JoS-VTk}2%%iCSAT=&7F7aaM z&?|7pva)CZ20v$dor^1Rxl;j|9Q69n$kWr)OIX}H@S3i5W(4iY%z>Sqz1^Xv!uQl+ zc5V)w>iFbjUJjRvn`F)0pum*DGw_#Rzap1RrH#w|Zrq+M$_CBxZeC*kGyd}bN)TZF z8X0+FX2uvS9n{ySxLd!?2}aw!u%~R@EPrN6K$U;Jn}(6?JHGy~!s@z<`3ZBb!OW9O zVzw9mntjX@&g9`wTwVD9HdWaB@$H+*Se^dGpl3s&!@CO&MWXkE07n?~^-Xm<+c!Odr>$+<9lrq$H6Q~m*@4o9-3g;QM>9{W=Nz&@n*(!8T|?ukw|Cuy$6MH5{+BP1lBp>0O?CB0 z@Tm~QxZJjTq`HB)&!m!Q^ic!NQ>V)g9>Z_a76cY*IbBq?n<6P=-M1%^bcAjYt+1t= z{i&mkjY7S;GWGV+`E<2C6&S@=SAJO7*qUE`ZU<^iA0v5%y>lBWMKIt*~jRY2fq_2J=Rl83y*T!j_> zftNV*pyMiseNZy5z~p&-eZ9ueD?Po>Btg;hEjD8aG!g$ibZAJGec??`JR>?#E{FX69KdTeXN`g9jY>%eQZ=Hop4$RAQdHmCdRoSu9MM zIG!FJ57FpN7Jq@d1}hE5n%4V)KO=FynZA#Rgv{^pHQj^4Pk1ekw2~}qyGA5Kl_CDQ;#~F|^p77gTrFLQHcr2a=HH{WJx6lbPS~&n^cLMS zk{}M=8KsJR2|XS%a3zvZuFXhS00+UrfDArFqsbPbj!n`nCHmjF3+=1(y_>WJejmHK zRLZfh|D3I|9n0H$bvIHq-+&Kzq4+{Hesoj=lv=o{ zPMazibwx#w3%Y);xqu4#`t@tl=jh_%;>r!2u&2{@)j8LxSd#xPjQd&r>0r~~;Na+p zY(=I_Z8HlAr9f}~=1X7X_n73xMJKm32VDD5Qd0ie+pBr|DITuuwky-r`m)fl;iHqV zGJyBsMwxIwS5Z;X*wXn*?^QjU7|E=$1L`|ch5E zTU#0$r4N6*)H&4|Bqb*k;zbleC&1oMbb|w673bUh`Sa(TW_09Wp8PfygIh2O0f9Bt z*DTm1-}ba+K#T`-PBuuq2=TuLE*==T)ehtKg8H*zzW}&HK|$GBXb`e6*43o|-z)q` zi?g#T-=I~hmt4CW$V&g8yaZv02>YHurOxTQwixfoCczxRTJ}3*8v;fUigHo}Lv}!?a-Y0cw~B#?<#Y@)=cc zZxQ`!yS9~sB{$Jcu!@$|^&6SKT{|0phIul~?xu!8IYlbvSjs(SES<6YE3q|dq#x_+ zMelDZ>P6P)c09)n8s1R)OtI~j`=80JiTkdHA3xy&}cVEO<$vr;W|I3NEUwZVTkP=)A+SKP-l+E_pP`C8|pOIJ|^KjTpw z2M0i~Stg9U#WQnkTODfhn;sHP{p#@;1;cJ~7|iY0fMXUHtBMo@4zgyo=_CxwO7&8V z_j570CS4Aapq_MqZ<&OI$XZ~~N(rJ!FoxoZsFk%rX^&X*v*`d$N%_L@si)^@DAM!1 z&J|}rNvMGS?DH}m8~}Y;Ny?3~TcF5-X)#X1>E%sLO$)P9htngl?H8;v^77rE;4H}R z-8QUkZCARe98teiRo$nz*N^PPV2pov{Km%S0RZR6KHb-T^>V9jJmTU#L$?*gdyiXw zkI~(5IdEL_7+-8J>{$DMST+sOj-}fGlxCwLje&QVA9s%$5O$lI)8pfqI zg>2@4^dV;J-=71BsyHovKnoP1_V~TlS66R~kh)sd6_E!U2;zIPvkW*s#sF2{;i1dZ ztPk!6;q9NNB|bOWGPjx2`K zKZKH>Kl*&eEv9F437i*k&BA0qdx=5EK5PM*%Pz<`Gu!hlG0vtJ8}{Sr$rY5Vgp3X9Q!sCf|Py%(^mX-YZ~rd{uxmIYt;YXHo(R) z(L*4UNpq1SDUpC`0DK~~9$?5={^5F+h0En+re!_KxbaAA4*zMh|U5P#4owQK{ z+qQRbuyfPRWvMkd$)6D#lzETH=HapvIoPkDMWxc$)ODj%~K{e=9E(NuUpaanyz5)R9C!@xOA7LKDogVq|pmDLnys1#SDv0Re!{Lxfmi zg|19*Ru@M0V?2&^NbZw(^dLdZj`}PQJO}z_l!?GuW zH)j})XV*e!^VnQRCrhfu7Xz2x``IN2jwLtgQvselSEm7I%2eHPB}@Ir%?UNl$4`s` z4cT-VtSEC$1|PJ*hKmgw5FpBgv>c4FI*HBY_EJaKPIaA+fVq|0CERwhFzfsG_us!i z!lM=MLBSVq-QRcWbKcC{eVe*Y6xEp^C+x91uK*@2z%r-<$S|2jUjQNiym>mdo2F4C&`1=P#Ujo}H$=*m} zx}|wny484jMJG|I9%vj*2y1%J+d^htCzrov*9#jjPNRfGtfuhJ&RE)fCCm0mTo>G1 zeyasOTKkE8t1OSsD)ugj)u>lQ0s!z7<4vPd#6 zEO58iM}i&(Kqe+CG7yd4D4r*RuJwR6EZ^h(w-EV%!UO0 z!y9R*Y5idysmxf7#IQ8bzJY`m78YiPUcHGBU;yr_>|BQcA)|)&QDs$?`pcIxPo4xP zFQ$BZpnyulXe&qLUszI7GpmG(16U0)>DT-U#NwsDZA;nr!b8&D*A6_!l)4zfDD)2r zM?%N341T=*@>igrF6r$d=UG}{(;SX;P(NqI(eEfa^Y-xTt0fF{=*9TC-=1%r%XX2r z)dgc@kN67+Z?~Z1V)_hmv61~^@1RE-Us7Ts3b(_xQoUOhD!3{pB86GO!>-Xyw}iAb zpn_-R=d;+LB76}XbOd#8_GnlTrpEJ=qytndJUral@#S9Qk*bfc@4@A@g3x>7W9+WX z4<@`sLLcv~pedwQ5^z-j$Pdsc5Cjnre$AdYo9-T1n(^`RB|t2yY_r8zYO0 z4jGKjcIxWtqX!73INNmd{VyOC6{^>7>U^7e$06wnyS9=%N+p&SeEhfssDBNKC-@mx zbDj*?<#H-lPQz>aYw|`S?i{5Z=$;F&27DL!f~Kg}ei%2UPZ{4zz-~?iQqP1Lc;f&p z7X*44ZBb87a4-_PFuIdkxfExh5QfT(jM=_usR|xX!*Dq;9LmD92rn$A`0i9}OdioQ8vJ;Su zxVRjYW$J|=ETpRKPwqABl!yf>mvgAcc$PUvS4#D2bK-2x9{mL zP0eoqvJ=zbq~Lw*bISP6wMAcJQ3^kEXPEzfSzKJAEAjRHYk)KWMGF`Q56N*fG&S1=rkJFd0X2S3dHtM~iwlf1ov^;hi9bL~0MHJ| ziU73aXnj*7dDQ*7OyShF{(m*O*Hu!yVe$z@#x0pZ`9^T!v>Ugv-B>cGbpXMqr=Nq} zM)j=_{2KTpVsbiSZFO55t=-DKqA>UzGZ7AR^dwKRS#Oj9q%M0^7G4FNyF z;{dC%Y)03>1a}U>myp^0Azzn+KPi4%U$xL`!i~MiL6uxA@YDEa&1H6W5~6lkRdRo1 z_TsOB9|@r@JwS4eHbC?&DvANz$#!-=UT*O!tlbn)2imx9#dr$CT74s!&Jb9qJx8jb2iiE10BcwOXQDyn#_vH5}!9HrZbY`=xH9r0;$OU zenFhOQT|vjz}$C*pjIzuE=euI+cBXn6>Mto^Y+3x0^HV73_8d&e5q*vo^+Gd^sM`n zC#LQ5Ctbc%dUL8d_qrr9*HDpv1e2W&SPiWgWiTdd55~af&2)IU{j(*1ZzFi-%iwy0G`~YR#_s0#FBEdf6A~Mt^Z@L{gx)wC*F6@uuEj4u@yix1&@$BvDDcX{V>ggIS|g6$f8$PHrkFy3&rq&BG{W;f4TT>MG!K8Xa^of*>AE>CSs) z^1i*K!x+jcf*X`qu<)3!x8w79ttD&WzBBDF_h9C2Qp16kR%Zx1zda~4!kw#W!S_ng zchK$Z=W5|u8>VN#PPt1Fl+C*+;YZ*#K|Nb8)g5Y=9}~B_15jF*?rS?O{j`(xMWG&$?4GsHHHo1{^4=;?5b&RPwZFz? zj3M4n*5Z}k*0y{P#)wc|5ch1k4a0aX)oMQ7bJ6iEt;JdOCI(*$N86xnX~ycva)|fl z*l>T~dw}g}0mENHq@HH~M2DL>m=U5Pdea<@I&ZI_EvbGjz*^S;YUx8RF8qdt%)j3Y z3z6h>@hkzngkDMk;;vu5^@;ux&>n8T)t!#zHnRMjaBdX;@KSRr~4F-Ir((Z zTe~xNqnfHY#WqSFWM1-^pJir=Zvxg7r>o&_mTKm`t&k4RMhcGAWJsye=y|Q|1gQYY z0e%6PbQKke*8K0gS9-0bfSL(VHT==|e|Z}C`0VS%R0Y)7O`u}{^RXy-8wmh*Yrwii z1j%uJI|(OL1L6yQR5}MIAtTe&*6wa?4XT2z8~_tA^>3z^c#n^TwbHP9M9i=7M6iXf|rBiT-6rt3|0)u&{AJssz7u(4`G_Sz{^fac|) zbJqVs4iD#Cb%kCotX{G(V2?7bPZFmBafd-sQB^|4*3q#W?%}$>^aKDwfsKvR%j?O( zy#HZibs#&i(a6Q?2`(RKDdpwmIY9G+Pu|3L=V8mqAD#OFsP4Lv;R$TnO*p&?dFyho zMao_u^mxDr-$z9OX9Cb1m)q;pl>;we7Fhv9)Mi*9mEPNYY1d8lfrOknQS-&bRPfr) z;&o<0)4@TvsWqknC%Rf}kl%0Z($!{G?=IWqgFRp&%ysgn#4@daes@r+Hpa) zq10hP^dHq2*bW5T(4APjxxG`MyDI}*PiWo=Wy&~E0u1)-vNGp^cmY6i+L!66@$we{ z$NgW|Tk}So!EB~%C5~G1igvQtKNg$IK(I>4)3ZH+*=gbxPR2ZcI@-yyW((Qo8)_Lb**7xsUO82o$*o@D9W@~QezvEyDzjQTI?q{2C|&;+=jMiWb#*1dfwzFr-~Hp>nx{IZ3ANx|MM7_{W(!(G zh=SQmLf86>CI%xa=-Ce(%|1P7$5Ba;lU}?zVZ)&J5c4}q+dwkBx|p){x;YQNYY>UR zQs4_W1vsy;(LJKQP2zN(Z&xLto~m?qRu6ClfPs+!oo!ecilq?)^WGFBG{6-p{|Fqh zCJFi%IROSCkf5-hsy+jmfuPJxT3dZvTXq1Yp&n`Abb$d2ERId!-q6OO7b<5cftmR9#*A52Y5%%<^l+img| zX>?IEUYbt^DVH)_SPLznk{LHr>I|hckMk`bFqCr_pqs~wi1T+ew?|l24NlC=m|Iz> z_${$UGW?Af3I;?8I42D8Jvn2~5qu&LsPxSKxa+va44*z>-4TYGOv{v{q+fS@!3LS6K|;cx4E>OIlEULE=0^Eo_AKABUQ|+;0j+;CbftT_mt}eD2aA6nv(ge3 ztoFm~tT7>;F=D#4g^^|Q9Z<=dKT(I2_w0!Ikpr2l14H#m&0LJ_TAxjmryHRUprPR8 zDyysW1|y}MmZbZt=A3XzRne_1Pe}y!=4`PLBoNxS2qmk=vrmYD~@M1ftO3;mz)eo ziiog*s94&rZgZqjMux->II{yLv05$$I(p&nzt5R?9fktb)d>-1(i~t2c@uGf6at3| zl*wc@@b--|Ewxf{pmW_UiwBWBrzJY&uYU^8O28*Edz68CNf;v++4&i{{^w)bbC!XY&2DtHm>_B@%E}x6 z*E76c-C_WlU>koLwb3pNy4|~N2;KABFx_n^`LNO*p;K+QmHn52H}KBc(A6EIE&601 zZdw|68^A6^JJ5IqwkX1ZWB;>%c?}HdFmU0ZGHL~AfLh!FQ?s{!47M$ZU;x=10BOx# z7%(vqZo9TNn3*8llM5^@;D)MRw`T@(>WLgx7DQ@P<^j_59vHeHSp#U7O&pNy<^yl9 z*#s!SiWW+UFk1to9Oy-vnVCuPc!yDNksiBDN2Eq-mULn|;l2Vj=diM&@I#^WhOO(Tb z4r2SHt>Y4KNMK^vSapBy>7f@PiX^~6FDNJg{&_$>jDZm1&|HVzW3@fmp9kxChwR23 zf;HFs`zY`+pS(Z<@`q(YM*2vI`JRz0O*~uu*=wDan~Z6@xC*mwl6*YUcy9pTQ~4M* z^}2X@yCol}n`3kHZv`qx{{0-U_Q_w84kT|@GP}2rA6BKk(9yAe{D>vL1;_&E=;%OH zova>d+W_?pc5m0-seW(=q8`GYD)1SAForsSQ9wHbqYfYry<@t_%5Nj~AlyO_)ma!{ z4=~jn9FS8Nz`djAP7mIi16ke1h7Hse*!WuWfh{40g%Wm)euIB0g`JUU{Ye~}XJ+{U zQj7?vs0@LxzUb~@_-pp;nG>&OAC@#8UAWZE2(?1$SFS*c-R4VzgEM#3kieYpTkx?< z4u%A0Ea}zCgp?F{d;6kSZu9^6D;l3u(sjclB8mbx*4H2UkfExrNS;PDL++e2+gcdwzV0gW?E%sB1 z%P^+>fF#98G$ss#n1Rrh^oOfzQ5z2`Vo}RO{HK-ML`A(wf|C2SUFx-|1c3NOeh!f>S0Zw*i8ow@z!p*y5>`SO7!Kp=CC8dkOlJl zK^*$2{K&k*q7aH?Q4w8l?-#G!?|Jx!o}8rHR6Srw%|{TvRh)wgXhzuJWC%8>K`)y@NO-Wl0%>n(dNnehFfLcQkqD_!qM3geM_+Cm7TR2syn1cB7*j7Q@` zCUrS;V^hP(ka`#3Ud7q(VdQe%(YdE>aDc94$%{5Prq&+MXoEt~{l4N{k!PpZ7dePA zL>|J2#$JHVL>Ls!Ap_0B_s8UH7{H}oN`v{C&cfe4U%v~8r&?eH1O!dPRBj7y49@zr zPmoxw-}p=oP;TuC-ip16A9~W>+S+wLu1!KpU|WKSk$!_iEMkQvB$iolu7ITQXgETN zGgTe(x~ARudctMrq&re(v3Ddpgt$dPW<43f!{T*M&bsL~>KvtnU<=R7t%kihbVu9e zC3)NRBA=tak9xpTmjOP+QrbxBYK^XqoOb=slKMxh$5y(Nysqo)^m7h1H@E|}1T+J$ z|1K|Mb4MSYMFdWZWmn6X?*eO;PwRE(*2qOuh$i;yec&h%7?<-^o79C40plHjGC&uajvukI z_SmslC;}mgnVFf5i(C7lXPp6{S1e6HJ>%x)mIfJ^SwZ)Vp4W$~i7BOSn`VutO;&@2 zS&K%(Zr1aJAC|!mIxwTA5$)4e8vf~Q{SKq)b^wFUKdE9YCa5)ftaP#jqn#C1>o8-F z6<5jpfhHi)kDL=NYvvHx0L+G2vVVn!kU$a(k^RvS11UTZCI(qYGX_MaHiz1_W)8p& zlKc0|{4YfB4mXPwiBk#Vq>r>BIVs+Vcx^&qgJ(3m%INB%!2d~!h@~XjqY9nPMkyI zfn2M>y(SR-1tk6-rchZ~$&@j57l`euRI71yabaa;CFe7INE-*HC~({mIo;qm4uehP z(0Jf-0#=)usmab9@$|uDiLunWuN$}-2Stt&_>H~Q_I&BrSOXNLix*nLr}IgMA>nQM zx6{Mkfr2g7xOm{Y3WX_xs3jDu7c$e|T2u@wJ`iPkKY|ZL8ryfBzxf>Y+_=SYd{0_$ z&!zU0OIpcVFahGex`sXT6{8mBhDnep8PGOG!Z&8a&7D5_4!KcPvD0J=2sN6&VTmnxh_R zgI&Kqh}=iODZnN`N_?_V*9?u3QGPY==~QI8DsAAEL3ugtM*VhihPPS#^FFLU_rR)@ znROSIXj^7j!~~f?)*mWk_9%~|St%T;FbSpzx@x%ySE#A5>Jh_IHc!4diM#@x2|0EPOYRfIgy`mLk{A3B^*)jwk7)9V*w z(TP?2`~3l6W(vYSB%Jj*v-?jOwhD}*oqsDA``M-{Rl04djL zj>5=P8=^!+_7CEWJDN@S$Vy=|oMYTA&nB;Xy5 z;`$kQO*Ze%0&KGVUC;K@W-D5DUg#Z2|54%WnI9-BkSLhnZdnnZ$ams*w30gr5`!R{ z)ww>12)k;%e+6QaaE}!yVSvd%H2_~#W7b8OdTfi&WZ~t*Xgr729K!}M*QkAO?`yXb zt3|`YyUoxa1m2#m->T=csfS9^{*RF(X?bvNz9||%);860Bfn$-^dQfn#>@V!LV^56zEJC(*O|tT^q|O!dcFt_Pi6a^H%=D!R|T9KEsarcIgy&Xvw) zrVvWMg9WE0FWm)r|zhtT$CHM-LP% zNIHW~gD|EOw?MK4=>9)`^!vbM&Tln=V+f-CIUtxlOBy5B+uxs7<;p=RN$2;Q*lbTK z^+=)^h*ymCt{m~ zTR(4fzQT3UUM>GEt0M~8pcd;QN_$*~NwZYmKQN!AizzL6!lP66^+UG&@YjOP8h(L{ zo48A3?@kRVwU!kYp? zeh|?r3}SY!_;Y$WQ}6y`!V7v+;D>TyF;)!7fMKqH}dBBZp?bV^~c5zRR zHEE#@$n}Deh=^6c9ghc90nARsb18SZU8_}&yA+t>=szj2?XHrBxx!Z15H$nYc}=5iD|sc< z?-LUfns1Cj^NnpjZDI+wc&SY`pc-OU7?jCvO>T~BicZh667{SbzszMuu{`!?8k*Ba zj8OTwrBWsuyXi+{0`9R=oE2t}1xJJn1P`c4ztLSmB=?bAf0t!urlQd?8u}KAP$p#H z(p@ce%#<@!41J&gL0km7n=t}orQ>y3jy>={SE?sKvIQas*nHASlnoo2tGOf zerw~&@~Bdvjr71Dct%)Pcm(cB;}Oov-i^b+vtszJpxzHo-sT(AXx~Mc`N=XJmq2s# z<#tzFjalPa3c2I;pkwrGK2*@a(69h^-oM5)$P_%@7Tw^x^T{;b|AY^nybE4)8_)%} zm@P94FLTa5hkq;JiO!baSQjs8vLx3ww!g8a3-ogsDkI^|&fslXnn zFofiKNLCgWW&DP?nCX;;6lF%kZa}XVT6l>nbKa{KJ5<}G>;o5I|$GfEh6;OU=%{e7*tBjv*WI6y2sq`O?elw;=3haM8*2n!GDFDJfk*3>V1$>w)qr zMUtamOqX=Z(`{+?J5T+iq#6$~@M!o@2rkvhMX|M};b!?J_sQBtHU{)4C#@vSP%<}C ztrmxtmi9xtxlrRI-vmTK11M>|AadsP!>Lz(XM4ATA?a}eB)_e?E@F6xL7Xo5zi~Ri zmMr_FuG*nN*%f@(oS%?-I?39ZQ=+|lB9|Ww={LXSy5Guk`2erkIp~4eyX5{s$`4uh zOMhA_Nnw+Ia_ukH<+DZV!H|ToYpGXzOA9tOuY1?7%2AEaau@UfZa6<|an+2Lbi?~Cf>^^u7#IjPFwpCM2LLmDz>fHd^wY{G3 z#YOD?dYZP&&3T;Dq@B45E^cbv>h^ZG#Lo0D0vvp^bc6Zb=`;+ao-!*lI)0Q7Yl2;> zZOD9(^PAJCEB!=z8_CMrFBFI zW67?^*jqC03Y&U3crG z)3e1k&k&#p@F;5`M-)H%8{0vzv5gS+5^B%&HNKw>UwXm`!F|mg;vmdh%#ycy}NwrtQWF+l}vUxu5U82@?yl5OJ4FetW2|1t0eqB z`v89-7=dX(`9Dw_WbuK0 z=o7M6H~SdVEp!(bORY$*4-34gFD?gfn=iiWPB+<6ynNZZ;Q8!T^0_nF*Zb^CnZB)X zK{EF%u(565fbEOi^p~s|$gF@KfIbaOFc7c?(@5(P$ZY2p6hy|x;(?NX*ZCSepgiDO z0@BeuzVNE{bYW)^S=pA1COH;$1VeM_w+~$XKo$Eqm{@+X)%jxxv&WHEyAGC;8a16S z*ny|bWC0hN+|jyh?`jVfg*VazE-t5t;^>%#JUgT3<}13XnQQkXT^I0zfIe|F6w)Z} z`j9=J*u`~l3XQCFLi?G*y>tnsBjkZ9C9beZEmxIP*sR-#=eRAu zX0OoiQw9W%?C{rma^c{q>IC6&hsF?xJacQtn|UTeEq?aMQP=ws0i_YTQXGv{!C)6K zmZI;6GLg2P9hX?G5JQ|U;j*pJvt@i(`s8Iq_>w-1SDq&`kXBT5An8Xq`q{4tQmg&= z{i>4SZWQRP_>TTre?gDUQ$z-#hv6V!YOTWWoG;yVh+}Z=q5+nQhNNvMu$=WwdXj+L z!|SkI?Fi0}_hLu*6{b`p$wz7-&C;N(M?69a~ihSLnacX;^VTWK)hC|XtN=Z7V;4}SeiW*o}p*TykSn0oIn zr4ZE$uh~QS`1@#3<2u6hQ#Qe#FDx_y56Ohl7Bjq})#LEw>(_6{v_9|N(tSq4Y&~4* z4!(!{;j{&oUUSkKoa!G=2*Rq0OSs^loeDI!5mK%0Q-G-Mr@=lQ6IhjdHlo~|LkIs> z`d-9?Aix~%g=b!gA)_*Hi(v9H7-=2hISX&%k>RA8Gd*`OkssxR~+DK%V6+iEC5 z;Egvvua0ZUFjIO>#oHue-rB7 zjmb-4l}-Dd8p)WOdR-kn36Fqvt)|_a*tzP~4c+Z@V^;I7 z=vgNhspUS8u&}b#Mup$?b{vQcKJ#kA9~mcEF37(LJQ)%zEZB}&fuUkjAt8}*I;pEW zbG_Uu_N|Ql?mjNDbv98{^y)|T(3|baH&v7N>f6OZ9QU8d626d@eKJG!bn^WApxnZI z9`(oR5eO%_?1`{Es5@=kzI?c49*{*a-2&ZhZx09W`^Q`_6CY<0vRptyj&cIe9{;{Q z72M?8`$eaL)Ou`v!KZt+D%fT$s8#w=sPAE@+thG+LHhC0{{DWWn%xZ1y;f@D0GrN* zFN%|akT605E;2KjR~VUkjZgiw#3fP_kW(p^GBD?HB=pL#v?L{bM`fj$W#K6=h{#gj za0}o*Nq&UvcPk+yoXsmz$z8j<<5A6voX3Ho1Uelk@kNS=ca7m^zPvkEkMUzBcLNVrwkT%SN5U zxAR|Rmpd=~k4g_fa9imm$YGSQ$0-yaNHMzJ>!6c<(d@@?2{}23lR_e*gp?RFG z4f)%3A+*AvE6jH>!8}`O$hZk;)_#-N)&j{IrQadYDP+GQE+Xe=T zrk&;FF8++=OJ4jfz=zbjvXHKH$^KsL<*aqvyvJ!!8kD9_Q&gy~hCkhu))#6ygj#Hf zGFgPud{zE*%`y|jSdf2a^JR)>MZJ9UNET&WK=P0fGf2SpIiAyksL7F~!(_p|5~C6S za$D^;T2*!wPTQpWI}`#Wk}jdU`A6&O3sDWe7A2n|BIMJAMUj2GT6Sj~b!1=1FyjmCwc~U%9^6%WexHyTP20pDSgPaJaVW;P)i2 zu|nUX{YrCN3HK?)W;a7qRP1@>Mb8wvGjWeN=;FA*c_jqH zZ*f4=UVGrTL;rf?uod+PYRu_ z%(5yv4S-I1S(0rj=RuUps^C=N3rOK!qh3u)yD7u$$A`9TI1VflRv_(-f!HM*s`L z?c*i^o;-@qVVafo*em|amVk^B>SnJQb9CtVdj-kUvjY!V`ERg+uEUdE&$>rC=YAJ# zy`1WwBKX4bg+gC$1^v*5afx(pj`?#t7)X#)=KX{jzpryO(eo1wLzTl`t) zy6~&&2MY-nJe*0dlHN46Lk7zzhEf)Ke6WJ#>-$B4*kqD}D5>|CLy`EfFOFl-zI8H- zT2Jt+nqm)TTr^~pVcIY1j3#GJ?=QCBUtiiJ9vn|GF&ElZ$owBPU2|}q|JS^+ZL@Ks z#2DA`##^_%sZ3*kvnaZd!G;X?AhHD6v#mw@DJ(z9tG>* z*H2BR@u8s-adPr;u-gaP-LldWZAx;cTR?pfo5`!`Mse`zM@lb?Si}r%x8c0>b#^fY zyEqywxga>Ltxk%Q!6fitUKld;Lmlg=?F31M4(iur^q`n#16>ccIq~}XemKl+-&Py?3{aal!kC*hL z52vmlzndU_x5~G;RK-uBFV{%cxSM#rzcFFeEZ5gP(00H>$+XudP)}!2|tnZ_OBDG#7}7@)G`GmVmX3{JC%C6Kh3k2v6mZFg77FP zvjHI)OcQ^ZS&I6Fw>r<_zPZtP1^;^%jE_eJDDjz%$V)X?z)egM;*}4U70-_kbLi{>5%I;0?HnA^R@Bh=eU3=kTe4>G z|E5XIdna6O6zmR1*`vaegl3ACvHB9~H2aXgw6DE-YBam&*s0NYaXHtA3v< zw4CJJQ98p1-r1YHI|nx@BI5Yp$|7UvrA{|Yw2w1-m8F`GnN?;akC$~SYf*&y-k@s*X*%0$Z#-#6M{`UCT31)b+})$% zS~-L9XTa`D<9~;*f^n=hnXlie$wGV6)ha2f5+-Ef60}{Y>+uX!a*Fir&~Rv%Q=2W> z%OF!9q%*gxC9oPD5ls6_r77nQuIf8(!4fItFM>a z{qm0xLN)|65_#Ixfm!m8fVb8kn!_dXo)DoCs=aUV#y%Wf(JZKimU6 zQtnB7QV_EvDHc*_Sk=$^Xk1oG94o77G}J{>>nKZ|#Y;~BcD>NQMQ7bNP<#K&@4snQ=nKKebV5<$`!JvTKtb!A8SZnvMx3WMcCMJIDaE8+Q0jbrSd*Iqp zu1cMZZP?d)QCpHiO*_IyJqGUX-q4YyRa9tlE#Rjnz^+Rd6qGvH3hxIpl1lr9kUyK8 z0!F@!gDobc#wyh5QK1k-SYhn<&(8&fUTZ)!bK3sJ>yr=5Zr#&lFq8@v{*cS%i2do> zV|hFD^pvtf4>>(u0v5R*MRbS@k>ESLp<%p$B>taWAvYz(f@D`F!^}_P|3Gi9;|C9x zvO*3tgO1u-4ei0Iq4c`@mEQE&q$1NdW>PE^`REyXlM#5C(@gG^zQ1<>ju#VC@>c8f z??(}|bjS}wsOmM_Qf1*x5%3i9V)}Tk^0iLa15Zj_DVl?U z1P>qXPGuOyWi=11A|_==6`@J$SE5my2C;BZ4V_$Qr>$xbKRsbr>hr>`)-TUTv)M^W zfqOqcg_cmD;{L|=d-bH??jQ?CvKfBS169JhJlPgntE&Xy@ubEku~w>9z+Y`P1uM}A zKVPATMr1hrJb}l-iN49>N4VJ3UaQ%ghyL%>WJw@N!D-ZFTEDSzF|DUtu1V?rY%-;E zse$YAP*wgI2wB&BWMwJBY#`uF)f@%@z&s-!o*CxvHL!rss{D)A9|x-;YBdsTl1@%x zvvylDEn7noec-0)C+o|pInqq};8W86Vhr){D2rBSi;+qfU1;z`bxZs;vHQC%VFB&w5`vGf(!V^HN_9GC)G)z{Z zugG`4TsP3L3F~I&N!DR<5(eG~Tkugd^8OhQ53Ze7HPLD^60tq}`iO2}LPF26iKy`6 zK)I?$Y_qB|G$;5EGMjCFt2+)~S=l}gzaPgik<)V$vl{LG{#RJO0Yf&2dYw_X8ahVR zoqpT{pbAO)wY$9yRmb@o5R?a^Moz~BcBe@teu1dHdks90axp562Q#sj*?!+2Th=kv zh7ALcCBR8&Z-3(QW>YJ3QB@tuWEsLyujUi`_lXP(YYAp?%uL9O9e!~^#pTyYfY0&s z$hD{J&%Ws77Xpq%w5)_0dgcHDKO?%tG<^O}IQJ{xpr1cqEthEUXY;?M^cJ|7nig1HWzB~oC5xD5p{Lw zNTR8G>+Ez~=Np=Ji!KMOffL5&X5rNm{X=xhQofx808%nIJ|b6zR+~VmjWjoTBqs&Y z=JI*=ci^wY6A_W3i+7Sgt^3yK<6!|C20xXxA8}x2%IEtVsYLR8 zP9{x?W*Er03pVOiHI+F}I2PX{?A}V0%^~l{wA2KgnL3ptF~7cA?7bxX zhbicWaP{{Y^++Yvex+~5zP-BfV1Mn5Lnh*zZ!F@>X1^ZRo+;}SfM_rg zX=xw#4pN7vcQY90N4meuw*Z+PV$su&Zzj%uq?7MoZ(cFCWhf&jCkE27`!ia=ii9Ew zwUJ{VAJiJaz-VArHgoT3B9oE?(i!DNoLMLK)5UxDlzY5681>I$spLhRUYs#iRCIu> zB!x8cDj*MSf^?&~;-S7>L!-Y|yFUm*rUj1#SPbvj+YgzQOBp;)rv~M>E7StgLLy$_l2CidVjOy z30I&SZEA|xbUGUpcZ3FCwQ;u5HfcwxqEbm_G!}0bsD>R!po$5Yb)yMV{v!<}omsK+ zR;wTgdDLFF>&YQ?RGRMZW57&TPS(>x6e?9{59gn*8=g=*;JNz`Py^MZ7(p!(%rdZ>rt`*d;N{dSKG(ngIYznJ8zND5UDz?Tp(d@V2; z01t>9F~@1P!SL}hnjy4a(N#+fI_^UNDy7Qde10|1%g3`T|6*#H>~*2BDBjhM1Dxin z&&{1TRMr$R9^Q0f$|5c;t!pfhj=JNwip_4lIZwm1JfGy;(dGd2{yr(7z)1aZ`;%?* zrT*g2tNE|M3?{3ue0+TCl5}5&1Zkt9XQrp=eZ)t&1MoezediXQ>< zWnJ3_6WBuxmj_~GcJVCVFvzINk%0FjA`=Z|zx4{~ClmhC?Vw9FI&Sa&siFp3Ap}c7NPeD2~8;a%w&} zOo{mP^m(#0ff0iZB;Uc5ojby0uIorWaPF$gbl(1oN%q(!?_eTc5Tj;fHwhOW7E5E&-F6!Xr zM?_F3)aeH8_?M7ywoMwypN2-{42)9g+y@;vCqLs0=#?P&Fq+PV5Hie`Gbg1SEE_g4 zMdRUPufgLEQ&$^8fY0$zD?-oYQ9Lrn&#&VA`Fm?WK4}f#v5Bm$U9h`S=RstaCL;mu zwFr$&$t`1kvJ~a)jY6noGnqs|Ff==hw6>-&K8e2j{sPOO?F<6}4Owi^<7s9=@aJkv z;&*!!g!R&#bLYFFq=Y3>l3*`wqpJ#HVlQSga zm6`|ezC{-_1I%e=rkK&`!iwipE%MoNjOc8B!d#CJ?8PO;9_Rx) z5X3kFqe8iJbf8c^QVltGErC6Jqx&z>Y2b33AZL-_EK5it@h>DVyWB_N3&-$ z6<99^Mqx~#(H(u4%9r_%=9oNO_`(V>p+%Ss?60a=rhmj7HhV9_g+usmR}J--@k_kj zz5)LYqRlz#RKazjJCDXzXJDV;<5Oe;b=I$00f^v`Q}B%0^VQQz%~>3J&DNkMC#qIE zA5c>}qljqNpLKT5&GxKwpi}k3UJEVpogfu5gR|CT zf2rqiFmTjMS3-_tuLT1G>FUByT>nTCP$}{ZR_% z^Tan;Bzn1b;EHfO2G@L0pS&!MHUbae^z|W5?ozX7t;X(1{<=DXUp_1rqDQb9s4DPIV z%H!{Y>KW1xV+adTpnMPXhK$2k*Q%(I&aP^Gd2=}XU@?;-nubpPb^1rZHgmMd4i3^W zDmq9UwJa=425G+ayKZcyGK^h}YZcZx#Q5~`CJ4-u8lOm>oq+@a53gU-5R8Z?b^E@A zyjqj`MTY34Gbby`@iLnLnIt|~%Qh~a=nE|D+$OBmZ`70d5HTmu&n^J_Dpuw4Nk5l@ zL7aFbNj2Y^n0{lnNylPf5OI38he=zgpDYFz3MBMOV7>u|_v7TB?vu-h(+XVXLU>4U zsCqr=(V4uwG@Ujjn*J))EysrwgoA_Mh32v>eEi(w%g}bw=?q2qgS;MGc*zmRB@#uX zl6Om0sqQahBx=;7SnH92e_xM;XksO6G?v*3#urm~2;zxqZnH~K2gS%oWYeQ`;R2%u zK^_&G;;WtdP84U*$O0An&W|7}Y#R-TWW^ZlpBP)+FZ<)N=CJ~mPEHTP>YDjZgOH@m ziQV=*yEP30K^Ym~v8P2Y7A*OK4edD6;&KHFL4}E^$k^kmw7~nH<$Zr5@B){NFEvoi zF4qU^wcX0uV*B|$dam6`Jy+msn3f(!oeqDv+-Mx*dxy&`vq>m>Z0sL2 zbQLVW*CkD_Se6i*A&VsrSj>)-HC2$I;bSq|7d+O`GgvQL5n|$LDQPmd4xpKk|F&w# z-rz(Z#etak=sfxJ|Fr;(%ou8QuPQE*GxH@vA<#ly?)VMT&}4F@Dy3(?lD#ffN;G^kBqt}F7NU&V(-ERp3oV+{VZF%bSr(>`wbUXNA%kKHgt;v4Ng_5duus>)UKhE3;B$q7~MB0n{(FX^hJW!$9Zq~P| zqO))$%=x21jLdAh(QdEr%-;|OqA=>SQM90KR(^^W2(;~9UWRkKEOqxo0M`||XoN;k zkufVVU!(9)_{tfQ>p3=-2eCkGYtGR?h+Bk+ail`tpQOyn4(I7i7B$XJr;<_8+Z$gs zF$on{k2z9c*G!7MTr^J_q}>6=Y?!b?g?sRa`{Sy7qbXd4l`l9aLt4oefv{j2!*|ir z2|@DtV1rgjutKAY>n&!|20hg;p4G)lO0adJFzZu>y@=i3;@DRcDQ20#ZRGitG88d& zChzn^^XT!{VOaja%RRfpVA||(l#mFx_70EPMDmK|>I}hZz1wgY0vdi?+75%(7*kLL z1#s!YWM!$@_IfZ)gfJOQ%HGBrjcTVR2mtBWwKklySpKV0d{d8ZzMHN z{+Q4x91&8f!G(p@mYeO>uQ6-AdHCjjw@}P}JbGVMo!WQo&CHi0Vt$Fnsg58b(cbT# zD0i+pL7A2|vfJTfb#YpWgk1wE)ym47(?C6C^XHEx%4#VbchSGUA)y=>J1P0jlg?L! z%PC0srF(PTqLS)Q=Novqd0!E~uLKoUkQ-E3nh2nYB*RYgD~tpe7T^#v zDcZfhd2k+opAKB9qZc3jd$x>>8f9R5@tYy;^*g)09FuTNumPVAP&o-W8}yJz#8yym z#Zt@vvA@8e9^5-Vj=tLZU~vRSAavZJ!b7zO^nGPu7-Vs?W>2$btk;VI79tfhvy`Y& zAy#g#?UJFC9wGZvHhYXcwuA)G?!$e%Ax&q1mynb5alNees{XxHwe;?Ot`QdjE+l?g zr}H1VlH}9;y);mxg>HJjo#nA-a!*4$GeWY)%q$V?@&xw%h5BYcVQJ1~lWU7c-zhKn z@G=i6h!pK|V^u96@x=0s@$GRnw^n)pH**d&iq0zZ013hbnIgiM3%TmJ3d662N%Rl0 z>l@{23QcQcntgb$H+(@8YUyA%DxZ@NwR^fV`1=3wfgDp z7ui6!bDD+ua-@&pF$hk3OKM5SK}dL#VVivXT6lno{JR&SR$9^4|7WC)9p7dOcfG6B z+F*62#MBewfP#uN&>BTm6--djei0RD1!Zz6gHe>ww0C*@vEPMnY-Aq3+-NDR$Os|k zcSgn6amoM$aQQ_60pD* z9PitbA{GS5#pUkgY72q#OO;@}h%kR0k2~dKK@MlojidEwyE%fJLBLx&hrQ3UO1ZFH ztc2|G-aHRFoOurykBZLeR932gizS-Tl<*s(`QADR4v9Ue>YvEkGUFofB z{=qfcb+bd1R&&ywoGH47zRW5tO!-5`o)Iha-yH%T6cWBtoPr~>xbV+`48vq)*M~~? zQKpD5vN}U69H5QXWij{GS2r38NtL6GvC`r9qJ9EW60%t3YW3CnrJ<79hiZ>9c);r0y7s$&)VexIp5-Y~s>~ny#ut17K3G6n` z<4Ky75~#1otZ#RQ!eMj`0cu0{YYis#TACeSQRrcZzA6uYdq&!PAk0Ey{Bk4JS$$#t zyR95STOg>j&Es;??hFS7MUxpCkgWUO!TAY7BNj%E%?heg#nuBKp|o5r!0xjr5@t-C zKr??w#3Lh2BpKo2?}ce~pNa_t==_ESgMp=fOr#jOH2Pm*+W9L^RGQGRAlr2@vh_0A z4uWP%D=SPY|A)vs^)9QGMRoG}@OE71rk zDd}eB2#)-;a=&@j6wEcUk=4fBXj|OTz@kKlU&s|ye7vLA)W{Xyy^wo+WX0qDP|HgJ zbO@p0;P&=rYQSka19bYO15ZRrxwrtv7RmLjR9N$O430Fq`#RgqN}5BURx|^1l?;L! zr$`Xk-E4CJbL*O=7S^q(^Z|P2F&-(N9zH3%jSAh$)mAG02>VM?!i}R$%-LMf8@KE9 za8&>Pn2=K9Oa(DVEn2mDSBT(eWs$P}K_pt~V68M&V0E`|Rab|AnkR%91c&`*WE=sf z$#5i^)(^7@-r4J|E*v1+d#Km%tx*}Oqqstm_Hbl_K&v%2I>=_VymAAQqt>wTDV*}a4_OAGkeC!W~45qKi?KT?IU1=qN3Ci+w6(L3fXBA&sS%` zp0Ce~WYV-4bXV}de@~cit)tG(wI7(I!&+_V0tzU@;ZY8CL+dt5PJ56E3pTEoaeouo zNWu9s!p$>`v$K)0F>Js;d{kJ@=Tj`AHgW!>1OpXBr#Qm8u3?wNn{7QsSK9PiGZP3D0%K#Oe7Pyz(Za{Zy}>Z8c1JRWe7-0k7B`kA`M%HN+Mu+o%y=@DHj~vHo{*4GhFwKw z|3o=j4iZN7=juid!@JkxMCt<;as-fuW2l%-AVb|;DY~h z;Ry&*q7~aclm1j7;m?I_Edl^N#SPG8$ zMbW}91kkF(wu@AUlv{_+$xN;uFba7p4NnzbE;1B?{<;3!oX#%N2gmobL9dUri^DU> zj_0JK*&R{7|58yR#}cdrKNb~JC+<$r)?Tj>^vaFAyp+MbD->Fm2uQgyIc8mso!e+Y zRp=_^jdM6yT^ir;K4zl%zSkeK zXY`ZC)uG||Db&0}n|!!$&ou!g^%`+M@@Ml89gV*j#V&B^ww7K_oGq{CoRECe#v2i4dV{7ZIPv;G>6NlBkI)}G+(cgu5 zT%7Mzt{?*fMq^`f30Om$Ha8a%)*6FY0-NM>+I1^i6DM$+Tg;uBsaR{lhpN#HnL2V= zWMxM+8W^8$qOm-1NiFhteJc4MOC)3A!eT!jRA0s>4rApr`!n;2O)C_t`1QdkB$&UO zk7$VmADKD@i46QM2w>GHfi?vPGbQ3>ZFM9w&Efpk`n@GsT&Kmv3LHTL$wBMiXDq+J z-WvUpGEP`<)8z)d8=dn!WbJs{6I0_N@O0XhN~SCE%ypx1-; zl(WGR^C)hLjOr;1N~5*l26HWVjEv9F?%qKB*oaeSI{5qh$ffsXN6F~ng<@*nS|2Q5T zlnD^{M^1;iK$VB^XCJRdC9DbWTRWa2ptr#z;7%5JHuP1Vd_zT5x-swI{nR|#6$*b3 zM_Ol}@@l7MN$QmWnYtX!?HFLGs5ooY>G&fW{rAhcU7QS@tvnhFaV#$Sj35&&Y_d*s z3Nd^>&3Q76jvJxF?`PK3WbgO*%X311<#PG-M4S5WGv~iI0fV_iOq|93aRK`}BtVoU*S>Ol9F4t&2g*}QI?+UF8 z(O~iv@X*rcz(Gpa$`hcpj73HlpM&AVw-nQ0#!lzU>n09GAdnm*p-%6qHZJuqET98Z zjvQ%|MG4YY%cchgiguqDX6Vnk)tj0rs&00Ts_|a-QDnR>SK=00{9m9vZvyWgaF~wd zE=uJj;_f7@t!3XIRKYJUzfKBfvKUQbqMr!*cmEMdZLz8P<24xitm}RH?$y77-6VgW z>L-`MSn9=)g5~q~&xrlW?|F>l*{*@wzPT@(xnaRWTO7Xu(y4*AomYx4WnbRkH*fxkTX_0V5B%nW z!k}6jnaLYi_d&Bp#r+Ee=@NCiDyxce{foUZ<{EG@aqaGY zgiI3g1qd86ZFg5~iKhj(w6N&u1*75q#x!ZF{evM>8Ey6o8= z!YRaMGMmqTvRs36wpdbJYs;ZT2c0im;3C?N??T6RfGCQ*`>$s

^iXp`e`II-Ox| z#f-(NzG0xU`jy_ z&LK!lEc}&rUkPpsjGTH{tJlxz6#=vm0yBwZ29Z&xkzZs17Tr?-Snw|%{}&`f?=3nD@JFncp499-!#zbUkla!`mA(n2XW$g~kV3wy-}78g^6 zl@FJmO~`i2w(-K3)s|R%P);%74L>nCmQdO)424AHc6}h^nkx`qiRL7Dt{Thh>S($o zMkWq_UB4t(SR-YnC zP}VnYthoJ&67YF>Vslt{_(5O{6B;hA*6n}{v%@x@mW~d#kL|xhxa7Z_O1qPZ}c0%-@=oa{t}WrWsbYu&W;j zywYlG-yhKi)H4Dw%f0`6g^a&ViHMYf6GCHD9J3Wrm_{bFaZcoUt2t|=I`hbTvZhy)GGb`)b}qbMLh2b_Vbga-LdGa zo?dsOzu)Nx0g#^WbZx-T#a&hu@Xwa=%Y>0x>1SOsJ;d+^FO0~Z?oX?d(eIx75_b|` z^~R@7WD@Bnf}9xVTEj8OD_n&&AVA)CDiowt65kVXVaX;ZgFAW!SSMMb+e;-;WZ<+K z12MHVY75^Kb2tLiu>AUo1t`tqBVq4;Z}z+uFmm+0yi+Z>EGE$^v;L$9glA@d#G*sl zY|6Kw(v3FT6`8&6WG{9K!o*{i2u#OO7iw?s7W5)T$jL0Ws0%=s8~?(DLq6%AeCc+) z^Z>Z_$s+aD49?wP=7U0i`!66`I>%f|R{4lYY$)$B6>YSqG zb7x4^*5VtNjmr2&`t{my^x?sv3D9}`7W^lc&MP4##DEb+o|V6CgN<5fMtt42!}{HJ zN-GN7uPlo{hecKOads6OP>O*`e5cwt>uV{5J}^J~<&glK*iFVmlSGW<U8qUl`piHk~F@*cwBD)d_QqgB|5#SK)h4>O)wpISD%@F^!671z{3Ws4? zt)R*6Tq`CJ#PN+!&*q#i?d=&ahdTwHGRA=K@)9qHD@njHO$laz-RJt!Tnno8PdR*m zM^tF9?NEe`gYn_++1Ws#T6#K_#TWSpzO}?6^UEZ;iW&^MVpVe;t zr^izLUCdkz{+C!M-OzeCK(WM3nt_KO-t5r#XbK0X9m_KM=MU>zxxDby!~_tTIRQX{ z&3CdK<~-E(takP84Ch^eF%^??jq3;Hn z{o7hGxVpW$9ners4f%ZY>z#Cz6d_H&wMKvZpmRXdF&WDvLagb>HqfnHkAgv2X!()b z6W#jv?b-s7)LhE#<%nRN-0}y%=S#Bf6BNRvKscumTLkduzdbn;n^0Itij9dmj7x#H zos5>UP)sg9KLX?Z=_?35u00gqrX?YPx6l@=X43mInxS5YpNNAuVFbW#t;e&rtX_XM z2;AnTj$g$5(VG5ua2S^RbybwBVF<24eBNr!PVIj#H%!pO5gNWSFblmKzV!LLAO8CJ zS)mC0ju9yPT56X6Luos<;@74VvZBKKmm`W-W+fUz>=RHx5hk1&+ z`b$&ul52@@bt4zXY2{0?s?=Uz2pDS%V=N=18$B=De=2{U4LkjJx+*^LsT4|ApiU2I zobRC{k8Z?ItesyUtbmDqz!X|=PW#RN)5VG=V0I1{4-Ys9o5>&+NbtiX{I3{)e+TZp z7Ck`88k6+9a~aC*{B?gKWrq11Mw(Y`Ss9xDOBn__#zz0_HInyJH;kz%+<`M$ZfT`#tC*K5Ie12BWSn1((o%lhQ6-_L4bkqk`cA=l(!@$ z>_@xCJT9ch-u_yea|0qlGM-MN^`9MK-z++fM-dI{rc}`}Fl0ys90TEpS|%n^mM&l0 zcBFC&MaU_@L`D0z^FOb510Qjmou2Cnpb^`{4E;~l98Yiz=f+%5RSFgI$}`zc1@igN zgUx?kSsstvfM_nvHe2Wqoq2gw&`yfQm+0j&R8&WRZYk7yTR^E^$PyngPLbKkgwmkr zEVRdmB+btVAQSPqcp+M>v1;Ovi=ht=COAQ*f6wT#QZsQ&azDKve;RztAWIpNlWT!S zPf8qCjIK1o`YOVSkwvNsNlK4!)JY@qPii7f8A75-ZsaKV^|h4GYY!Z2G>(6nw;-mbmkB~7xdG-12}p)#F&TzsFzChwCR#}VJLQLR7O^qz<45? zy;nERZvQQ`+gm%J&xYi3+^ObkqO4I*d753Ns;=jSXS*SxubXzk*r5LTNpP~6#bzZe zA&KNdhdG^?Y7(ecC6czT!zu(40$dQh9-T$P5DpjHTlj!PStqB4=G*r~dCxzgPe+MT zf#$!)x6gMBCsN4Cr7D!A3f_L>$2I<$_tnyc`Lo$ke@)nHjU}yMm2CzFyUel{M1os_&@C`_s3dP@$6<97$gd0(sTLK3TOawxNmRqB3q0ZUO* zq19R&8^1m=VaD$FOf=WYj>V1R6zgal`1kF6V2VNS%RU?qV`5sbIRf5}4y9~SU=|kw zh?IT2s|^+lDsL_ZyC?@glYB@B%*=d1PEoOowVQ;c!}+!QXng4gI*w2pr=Q!UJtb8o zS-FIvP-zKhHY+ak?DPj-A)Mip?)XXSVi`Qjyxl-Y;sbCKm=4x`Pr>9wrVp@O;V2~W zw5sJsAFq#TKXptNCTxs9LgS!(N+my$Fy0zv4O7&?t<)QprKtN9?E13xH??k3ok`2$cNP<5Gcyh-7HIMAMFV3VozRK1hwj}gI-RPROKCpyn*)wX(Cnf#78Hxy6t^xZuI2#oxyf1ZmzWO* zU0R;ZS!mc7JYLH&p~0*bDebQZ%vB6bMFWfanJ8*(TttAkosjxIK9>32R83HuwD1U+ z(OimKDf)fJ6*@8K<87yse{^@Cbo}pohxKt-gla?}(80BDz7GVtUhwD`%}#&BD3)rD z6QVG3&iuiCr6;N^niYyLrD+FQpKlK9p@<{~H%b!r(AD^wVL@|+53sPH z_D&TTX>$V8swki=^#7-i+|*7s8h5{VruX9eh*gEy=Q;54o16P*AHlcqANr}~kzmfp z3Jksm{z37-qi1H!$9`X4PW1BoV2{t(L;AdJaQUqp)KMjoKuk<5UE7_h!9!+dDsiZc z#V_TUPoR4oh}-{<>0WxA=+k7XS*xg=w#}Hi`(75 zP-Zn!@b}ZlxlylMOYcX^K@8C1x1$(d{D$xB_4VPbEO_5?06dv*r&*GEx^Nh=5p^+K z(>^hSiQ1^_*UcG$=^$#jyy@93t(Fd@WDioMsPLZeA76B#Pjig`Q;Q$}dZT z|JMR!MJY8OnQr##t6#DJw6E9S`(t_m4e}%$y~Q@$BC1)v=gB{`0Gs;)o5{ltf)`gO z@AU9MDKr4 zkk;2fG!#6=1<#k{6grub+*MyTkI&X;T^e2kF@=@DMOrAjcu6c^L* zK^RS@TA;%Ia6%_Ixpl@BAjD;lRyjSMVhI7XCOr0x;^8U%&=;dNOosy3B z4Qvp9X>hNsfNX>EI-!c1sRga5Dso|bVc3d996nu*QC!Oe7ihX+kxY>>F6+(p75(6@ zHgB}XVo!R#lO+u+@re)?Q4e4~dF7|ou?99t$sXnkzf#BMp8vIokcGu{(ZzMR*D)wQ|R zfUwUGB6@*#!d3?dm>^Ox+4SyWl;LhKwO{JOb_Ic80HT41d%Bdh%AwmmwL+BrHP+as zSsdb}hRN*DcUb8A(IRtiDZ==W_}w&UBkx?K&=3&k%86B@S#?--+K6dI4UdKz|HGwb z*y2>FxL2^{MkDaHpR+}UfVjh^{F1~ek>Z`$$joY1TXza>(8h@6f4O!aPj1s z3JAztUj+PWGw}=H2`(PD7kS2 z*P?WF3F0wy!ZQO~dEKGsD^?!Qw?im_aY)QI*loPq(ZC!FgH;?uOdl@MWH1C#gy_Ij z^FRP&D-s0bYE3rT{-~ zAZpiBrxKV5VBQYod(&+N1$=xFx<7J2B{&aWZCF${_!lvl$7`k*OQQI8?el!nbh=1; zNLR4C>j_9aG`$d}DHv)w@Hyib+Dm%E!pQXWMQ=`&>BX-3g^Th5mjZhwAtd5MxPF(! z{5oK}cr}0ncpygBvaD=TVhC89Bk@cg(4kXrNRP`#XX@+jCfV6@$g zx{*>)Ec~2A>94Pe%+OAF`8Oy*dSQ?`^|9&u5R5f_>Sq&_Eq2ymqcV2EyhF+KKY zvLDSX`wKWcUp=(uau01~>b8MjZm7x!$%sjSgM(4B+YBu>v*hN2?>lSIiHVR>WymMnTY)LJt#&rx{jm4FeuxjJqAf&NN`=A8o$S&+00-7Z@#SZ=W}P>v zA5u0$1NAOt!V&`qTVhp6_80uv5qecWsN5TT=|^Q4&mdnJV^1+!;vgHni>PzB`N8*o z)>%*4kH8YrH3@G|8)&w<7L#|2f-19%blD8XhmKC)EP-bh7OVmc9LbIvB!c9oCO7(J zenwr1og6R-8ae+XM13hLc{)c@_%QILdZM62RDzZay=JPkNNo8bZ@>kHfTIync4!(J z`jg&L{O0Xi=zBT)Ol}jTDfz=0R{c{q-y~4!lQ7@jY6I%yAVtBr<=<}=tYh)Y*C=VF z(QHOHMw3ukyf{*-gSwTppPy>{yrvRO5qPHKsb<(KfohmwNfR_Or4XGS4G6j$Lhm1K zEi1zvA7_($f1OOV zwD>}6Y`9wpow=>TKkrfO&~;nY{Pgk3aUzZArkD;UV!q?jL@xzmvIqetC00t32r%;W zC^QTB-_Axbm14c{Qkkz-awE80iGU#iO|8Af%jNVml#DDjU#m~x(4<~V80W^JmsVfL z`Zu#m0PHBlX4!(4!O% zu{JteQtI|zhU4|{_f??M|KD>tUloKj3Kox1%gA4f+|)x~B<4vy6LcMUx^xxR>(zU6 z0ouvcGCkf{K3uZdP|(mWN!+pG8nBBEhVI_Ni{+`%r6p_(AY5LJ_$j&LK@pv=thTt^ z-6Enpe)jvLq-r(pIMC2c#^!D$sui!PHH>a2s7A)ha<+0_#l;{Pn2R-vkR)ZU(fDcl zBR5B-D*H-ljLwEhGilHJ(bJL>IPx@=aMLdLC6O%!dB<5X4_WC)TyWfKBH^+kjcNC9%tvWyu|CqXiEwzj!aiFmX?OlW^wb7)* ze7+%da8@~;FB1Ip3{Fke$Yd_c&8tz9d5Moe#=Qc z)dMb8ViVJy$I6MrpKbX3*(w2QRCMrr>I8tK<5geknqMQaX5abd2>bm` zO@~JpGAa^@UeTK1Xd!$Ny}IHQq~YGss6v4Z(kqe}VA8B$ zwm)K42Q9Jq`HhYhXyjsV$={LNOm%fr1iZ{B8;v0jc}7N)S@=Aer5F3WMDr2o=?}-Y z8iTC4EoLBrSO#SraA9!!O(j9srJuC=M_XG#6DcKRm{fojTcm=?GPetwfe@{>Rh*=T*0t0)N?yfouRpffPL~6JGiBh4LZQ}`jCN+obJZ4 z=be}z7*S9lYct@%`#+klvAfQ$>&9%%h9|bs*lyg|NgFn7Y}>Yz#%^rewrx9kulpI} z{c!%kwa?ybt+^(Ie*MzEJHZf-09qi_Ug`YGnWrXzt& zvIk59pwMcs%ePtK$7EF+<-;IPFBW;sgoGgMv&@sygp$(NnI@mC)8K)#OvI7&uMrsT zmjvA%3A60*61bO)81})DNfqAP?T0-WhX*6&zxW=R&FDHiUq*0R@!37sYS*+BV9~8? z9cGioB+NnZyJ22hdLN;>)~P#`dN_)UYVgW?+=Ij;bOZYG3p6X>Pb}h&ZjxQF5;suo=QC zuKvZr41K&u8=5}@V)cgJ-J-}?iy73|7hPL^BWkbpd8}}pMiHG1$RtLjp0j0f5qUtv zX7w8g2}cunPxuge<`1L|4bZt!Y~>4s^6==oL70Gs351cd7RhA`Vd1v?QkwH{OP*3t zB&rX3+WHc+H6}aP>WSak=A~=kv-AtciE0rVy%}m*?SOgm1*N?aFoYcG-|6=e0j!y7 zV>8x-@(-%wDZz(_Nx=4&8Y*1i9)pRGHk4WIr-!77&sX?GHBv4r)rra4z;As2?1-WJ zut$8I6?2ZKBv<6KKajnNQo$Zii={F-l$W{Mi;KjkF*f~pQ_g1m?@UL;TSDRW5=?#m zS<3~D-Jh;i))5?x|AqnK^E#OcB9%GYjKDk{5(lNS6*9AXATw1>6cV-C8q(ceoQJPA zwr*{84}uLrdS8X#JKzPxc~^`c9so=>$phu&2Jkzk5gNT|MGM{_hd2;yXxD+RCV zKdSVyo*q_{09_GhTbmZJhJ>!v_s*S8v9tU2qtRTnyJ@x2H``mSgJiMA5v4nYVxg)^ z|A2)~ZOOl;RHI$%TO@(anhPS>(P9hkOWbxCaS^gA_-M5%8 z_S)-%e`${k#hHC9JtV#;P>vx6XA$xRC!J(`%VMU?U-<^+_k~vMbLvZszFz0R_Zr+) zV!p1JeaY#`39R9ypcvYwdyOHiKLJ!hWUSmbnRk_cdDHW{uNG7I1Ms1_GC`$IieUDI~nv4Xl%ce>svUjqya6<&%79HQV+)`T^_cM(+%1bKDS216T1)N10>l4^sSQiB zCE-BfWvFa)0l896)0GI?Qc^rwxgwRkB(M~Q>(2C-|m-b2XllSkHmgSVn<#7fZfO+qu*~ZefxL%jJ^&*<2dAmrwpw#R8`eAuFkhRNJSQSwS+P@evn98iUR!MY(L-KdU_h{H$C&UJj%Os zwqqqNnjSY|0aIA~;Ys4r7?K`eTF@`kTaG$7#MR-e?cNw7IVd65rAAsye=Hl(v8?s% zbn8EP)W(2Ov~A3p)Y&R5Q~TalVRD?0?88}VSLY`~Yz(U8pFb3?uAVM;)B0C#R15r6 zQ_77%X=T0QvE;>U zdf|tS?w?=n0ObLOl+4~2lo9>$s$XN#e813={&F8~G89u^uE$@{zZqKqcnez{JReHN zCpBcXyH5(`o98~@ppigqnoL@MdO1VLWRTJ`_H7?XQlwjDaj^<5UA^#th*~i`WVpny z^Fr@Dr%OvizMxzxLlrEYQ*Ivb33|TXyaXZb41f-5=bC<}JofVmY~FG&qI71te!aDI z%Y1un^k%#7EqOD&@ous@v*K!(@44SrnN!K3Mo^}L`O$#?xQTL@^}R~>bo%(E&dYNP zy}UnsymKu=&y3bh(56#^+)pjT13Y{JxP+SUrHO*=)yeGejo7K>)4no1l(cpgcQ z30cM5h_-^DoU63-?P?ag^iaz}IlRZ`N=UPPJUF3E$5-;`C+r#=+z9~aZ%$papOnhW zYq)y5jRm+}GnLO;qZ^`_cHkJ4>}<>%5_B6{0l}y6Nb3qNO=&0sKJ~vLHwTldotbnT z6BW1UHEZFe4r&JTXqb|znQ)YNo15Ria@i7wv8H4YP^~tGBc5U?grJd$qbd6rWuYUa zq6nbo%i14wjU?Lcg-nUSiU@#hc)2qf>;&P*X?dQtxlU8d&|h|LULzar?_b}Y%!?pL zcV4;l*`8%^N9J$%ChN(FDv_pqt8!gzPaBiD=T;O@*G*&fbMmu>0^zIhd@j1CF)N%*GV~CkdU?>2U zmLwP%T20KBi|=fMKOmOu@%EyX_T?Ug@HztPPT`Xkg?YT!eA6i3K zO_m2koDm0&6Tca4hsvbVted5zL2NygwLF#Wl~lTrUK`tGD85qzNO+S%`k@I?!DghqTp`}f}13E%NH{;lV{zE;`xnoKglZia0V zuF$_B6aAX0lbuXDQOC=*Q;nF{`@^8CN0Rti@EaNsJj%qVj`DH`-viKrb=u6GH(bYb zF{mDlma37;b-43}HDfF-6FS-P{Bu((v|$^l1^G0UPB0-4c!CkjR>Bw5m6HD5qth$M z^?pTV`df{gfmb5$r@9;nHzc2q)Gi~Q9fKP5Oy7}s^?*-89o8eaxz=|gTJ~%)p*}{i zq`_Mdr}FlDrZeT6B~f(yJC&>|2Ne@|EcrCFW@8i@P5<0n0WABMj$gx!m=sCrHc@0e zT1|TAYcyUH@l=f;Z}`@@UsSF?UKub^ThW+X;H7Z-4#q9?9UDUDrVV;`(IA(B&^mR! zv+;eI|7}wuRz|w(b2o*>OxImnBWIB z%-yeF0sm}7!${GyCwUc?HaLBw1@QdHUAaErAS25w!fmhA-F)+Qi?T(e<&oFq@5CgU zSK*0xY10YA7s82%A*bhB4ThrzpvXmtedj^&@M<`xK4&$nU(ML_lE`10bcW)@3_%V5 zB)1DU^>;F@F0T&8zBPm1{aRL&6BAiH2a)wgCSeV(|Mh!ZedX)ukxP;HILz3Hw?u|A zSYgNINeHDV1LLPtBe1@u1nw5PH0^%c?*PD%2E9_fVxM%O$7~KAKfQmUVvy(6G5`ID z5~Pdj>N;Fd1UiO*L|KR=HA-U+UCHrHht~ffSt3 zQY%Vi_QVZj#2K9wjGlxELrAIMm|^=F1lPY>(;Mv%k1P@S$FTmPfBUE@{4<=%S~6)j zm5nOO^YzV!bEq~zOE-c(`rvUBl0fLrZTW=DpD5OQjwwoX7Id$0A1$qb;|&>OnCYkn zl~dIA2Iu`w$M-Ds=fd8f23cE1zeFQv@wyf*EDzO^^3nvjTO`uQ<2 zN>#JEuA++c>rCSlhf6d_gN8xwa*7}g316)L&sd7nh~i=u4nr|z3voRzJ9U!#CBKm2 zHdheJXKF1gFR^!9@~Kq6Gzz-42F@J$0|ru}HBQ_jj2ay_Kkf;+#yuNoBW-|DgQzO_ za3V%=AoBDNVGKdAze={J&SV;1sfg(E^n`3_eemL+!4cl3pKF9VnRbrv=O%2)7i+_Y z!Tz7Co!K}yxA60UtUkChk*LNYc~_M^IY^z(v?{bsheRe9S_nV|u(}knTu&3zO7rfI zJz%y>iL9;lIQe4zq^=F}_45SCo8tb2z}YVqF!IQOHDur1*19tn%Z#n=Qw zUl$BsmwWNs9z}_Q zHx?H@Ta$dCK)rxbkA~dml_BgKJcUNEEohO=z5us^b_KN@+ku!D`S| ziA}+W!p96Zb<=~GnLPEe?i>sT8Bh6abH!|~OdW=PI(mGBYq@R#{cD1!EEDn5Gz(4S zI^Q26swZ9{%6K9pd%5N(pPikX$s|!oM4F`L_r9Ze+v`Ob71#EoHO?!S>JuS-?O=;3 z@M|9YRs*c%FqfMzOb>N~XchBL3=lgGGvAry-=>{-vExI}fwVCjrpdTLtZbd`fH`&}ElHtTg%fnM*mp%DpOua?tN zH?Y}W2qh(k1%>b3C-dzPrAbV##=JTE3f~GAHmM24$98x7fpjyd0{u=il~U4=r(SWh zV%wgTTJbUKf6#@6JNf$mq=qU5-c`se7me0i_|`5|OvcPK2UsjM_+Uh_>C~O{3guNO zj2W8?p5LPLS?o=0Htl&QI=SdZ!?kpm1io6RB|Y&o>MS`Zb}2nw_1ZsO4~m#f>J9Qc z+ZcS6(mjY@TTCl%f2XYAeFF3)7%gN+c0XQ>v#;R~S!DjS!iAl+1?*Iu^rk}d1n#0zu znMJR6!W7bcX=!14g**DN$RJf!mfLcCW)}*C31YIK4tWW)dfUUyK00kKhiWVIfnkLgga(;~S4%3N<%C&F_-&>=FVLG}z1hyQsHwoQNde=Y!B z6}uio=9j7C06j`3g)bAo*>_y9nXu7|o9+AOF7R#sJulJABW}Og0yQu0pOy}uZ3zWm z1sW=9&|Yfl*6fWFJ35Bk(fu;8s2|JhZYH&RnA4?f4*Q$qe1|uVS zx|)OoN<5&%%C_oX{s?76>Q+Zlf)EtZWO0Ib18A#~EvgzTA$#W4Z}<8QEqSlt1tUX# zT~^qy{A+LR>`Wi?lND&+`LQE{&nw)Xkv$0)AIj#jSWI1!lpY`d?6xTYHbLMD?=07p z?VFCQ^fB1-K)iO{ll?gc8kaAnw~Du_)TJ|IzsT3`e8BpN0ent};N_P4J*pupy#F2G z!?_-N8o|ykudP{WwW0%@$vAo)A{8AlK(x*~Z-zpf8Io9T&iWh z*M(-?*2AiTXd$iP^-jYi`#B?lSm_0hN*b``p`j7k>;Ml|9T?Q6p(}fQ>O5sMOnNvJ z440R%zjA|q%w!g3Uuv*Kqiy?J?Zy!haF!1&T#e;%^l<$aSN+GvCQ25JO(o+}mKqk7 zOUOw{|15WQ?!p|5n_x^&e=G}p3yni}d9||3y8VXS0iFPZSXe19bQTtdD*e~SLEmY; zE!>Oex><$?S|JfuTq#C3k{856(i7CUq$Zm&8B|e@h#EtXJ!(`1vze+m98O5s5=N^M zjQrYOQOKKg(=&kM;&pQyA@_ClNT6=8H!KX{fQo`+J1hRjj}eX zB+-a5Zo1&9QS{nRjB?M6$5fptZ9$gW48e4;ApA*0Jb{s{x6;xFqLpbf^n5ZrJfmlJ zD2`aq3L3@o$Q-Kb6p@lr(}gb87d+b3U+QTHm=wUUL;N}5BVS~))zuC(b47CVRi3XS zCD+KiZA6me(FE(@;JMeE7)xtF)x~M$Z}z&4Gb_-w3uF#-zY>nsS4R{_yJgrN2<02) zy~Kn9G&#?UL*sIWU0|P#1UbuK@=o zttUsAkv?e-nPY+rYg$gI1(%jCUg~>Y<42d!_1i6J)y}%JLPXy!#uw}&=zNke+UQ{N zOyo?h;6W>Kn34D9F2I+J^*clYR6W+uffOH9uXhfnqt%IVIZ}p->mJvayQK9XJTDF;?7=bk_FZUvq^UBDQ^72^L&a_3@7uh9!N7K^9D&lW9 z-v@`&E$prgD8kT1B_viEBw&#slFLkkxvGb2{RS}<{`~RjEplpQ&TZO;;j-{OWRfpL z4*5PaKU|3!EwVlpzChJkdb8umkz_y-3_r60fMC78YH?DQ2CZd3)^cVHIZLNCwFC#x z=vD_K3fXX1f709Nyh+5vALu6~ve42;WXU-kGTy$A->u_h&P3~3lc7|&Qdj%)fHU8` zbxWyKoBOK%ZmY);y)_BoM{?$slKVH0l9n)q(tOEPZ${`oE_cH&3CxxU zj}Px{JS6Q2QNgmES{MKh?7w~QkLDWHY8i?a;@5|6hQ^STSU(7oI<019smg(98_!pL z50W$ABH8OsZB%0K0MAz*0eho!Ejtz>w!i0irx6i~Lf=hHu3GDZkyF7TOG>~^nCSKB zYyB>o$hJHc+wP$X%20CMRor^!jc9UR@EnBL{S=#Ibg8p~_Ikc&C}CE~lztDHGgAaF z)b;Tpu;V%^S_hW0CwPcr+3@)8IO0BH73F1fqI8#~xrAYPIOddCQ? z3I0atcMZ1U@k3y#%U=8nRc&v|4d(d@V@vdJRb2a|<+Lvthgu#DKB=5~s1%iyBQHF+ zDe(nz0q$U*YY&xvY}Y+vhhz;kY8XEE6**50Gp~N7avI!@2Y=ifFt>@A$1h>FV9`jg z+VD=lXTaFV5)v_kD67(zQ<0iw(=Qu0Dc564?&EB4QVR^WUsyK1RWhduKb%vo6avvG*S(!9(ZUNJE^OSKc1y>`L%sF8xMxR+UT6qvWF@54g6SS zXbcl)qvoeSePn3~+MZ~>@1!73Qq4LSj9O7KS2KrUz-xI{LAC8#2j&W?HxCGGQ3ulf zF)Zo_tY~2zbLyX=ksHCnHDZrXPb`D&yl_0Goqt*^2QzaS?eyW@=X8}^3-@YJSkI^xiTjG*~-2|AuTD(^xVN=6mj;KA>y*nBi^SDhL#GzV3qAw>q&U1s3rSQ6vp5%5J!u+(rXuq zMX(NJPAn$&)YuD-oL8oTjwc82>Pk3ULCY9LN>gGrd|;YIL$0*xoxO_IsuH}W!$A4N zV1_?lI#^3rNKNhPUK$o9Onjr-(2Bl~{miSNadzYh^VkP~O5HuXPsRZ+-r66P@dh-s zcF0xBOmHDGED)epexNs5p&}_QKH`BYFoYFL>Nd$&cTs?mc*t8T7CpSV*?UB(+e(L) z{j}xzT4geI7%1S;_{po6`9P~b{!zL-0UHuE3k2Ak3=D8`<0~T;@n_Fk;=7a;Bp~r` z54q+y@$6c_^nKad=0Jgct>%T^9S8)6SwQa8`Lf87kNR|0XDI}@igfFi_4TPJYAih% zegBpw`QNqRa#57Xr?LD||4-bdoixQ}o>r-rh=Z0o{hk`Z1{3?{RB0I(ivvsNwZA?< z08QoyBX{i8g9wYmO51}_L4~{jdWjrTTAoVTg{wrV#Ko8io+tAYs$jwM(EHQBwqbR$ z0T5ie)~x!w*D}(C0`1T7S$xTle#^^g&97DMFrvXdOErT6RGbS^z;+D~yWG3_XM6df z&U3y*TKfl>Oy&3hS1~s?F(Kg}vosOtmu9#1rLddZD)uo@u?j3s7u6eXh8}WjSrdka zx_EI74GZ@UVY!N?A#QH?gs@^`tsJ^sulsWx1as_Q3+N_&_Lj%N?uHow&|N75iCiNN zUoHS<)d}Bhy|_RNf;1$kMNMQ*94K6!xDU~8e&K2O_7#>4gJ%iacE9U)Sur;ChM#=o_#;7p1-p4)^Hx& zH&ekQ%DQ6Sy!cFtbj9~~T*?dzXGB+?%zn|QJ-bPVSAW|Mmg$9di~Yh#zs?gOKotJ<$_gD-p}ElO7k8nK=bwJeWfdfTU(IS*+XSgge4%sw-9Lp;r9 z_vLf}W?#bY+R-2H^}xPBT)aEBmy3XiAZlY=qU6XS5AkL}`#v{dd70GVD$G|<$M4nlPQeNF)nr?BuC?_9N7IS~;@t=Hk+_NGMfk85paY9(1_(WMBr71ZW6r#C*&t(nm22 z`rxLa%^_AB%;6DvQQJhyQ6OPUuifHV(s?%wuT+HpyI{rT5gp;|f zeJ|J7#$(ac)$!5iX8>Iosh(2ACgKYz9~yf#A_6drg-QL%b<>UU9yaXSkDz$6U%!2h>hz9-mp+0PV9p*V4s72>`53hD~}=F za=Hj>Y6cL|bc80G?8b|RHeIPy)Ox%>$Ufd5JHw}r0prxoi=IFujki?Ov`ZC_&v(OL z+@Z%=i7~NuWADlDH+0FLZ)}4e=`cv>e|jNd(>8rgVq&%iOb{yrkN_Htc-Q7qja8!` z2i_<({g(^qCKBL+p38$MC~PwwEz4nB`JcA+R8=kR+&*uxPk`)Vzh?o=jKJj*R!HSN z)JyxO-bis2=m)Q^NG3)xpHSQ zLtopIUtDQPNq2nV{GaxcDS1J9iFoyk?)2a#6m+YN-#Q`3K@{RWyV7uO zQmPfBbA6#!&Z%Kh4a!Q>c5cS8?&u;~T3hI)MEvA@Sxq^eHfm)_F)<5u5GU29(NmxA zyTpD^u#iPEuze&5dfUj~INK5OM>GT>^O~j~(ZlT=6Cz{^VKr4Hg?jSiY|DH`WPqMX zW<@!N8(axrL?eA%NzDb-huf54tL@({E+O{7Wl~opN$r`F)9Sg-$)NMU0bS7$&Vc98 zP>}gkduiK6$0&^MKy`p2-@g{)+RRG_R=ZQRAY&6&Qnq-+2CH6lpeFOREmCeh$9qu~ZCs%ZK*vHxC9(kqu=zqpf#_#xh;j5Pyn zA_?i(SyNL<|AB^{{<(bk|>pJr=IERu$|#Cp4pd={nq+4AH(AdZ&h0t zk8DK>58L$#OG5x21N6pVxK={#5WM__kbZU4GR{UNY*w?FBLV(<6`>iB_kZZ7V(-P} z0|NZWx^wuXppfOVvOjt1SDt_SBwJKjsD#lB+EC9;2Wbn9o)61dm{`V&Y774e0q*Q? z_*ok=%}ea*Q%S>vm-~#G--|U+RT0x=Dild%$>C^b-=%@|0OEW`40#w_=Ecobivqj*V^P(#;E{#-7IRvdgH)CF?~%ocXn9Q`>k6z*xy(*_-219 z*RrzG`)_JJb*ECOxnbF*{|dL z2Np1Dg&TZ+AP9Z8umHnuPEBPt^lJjsw~ws$wlcb2&;xF&erYM!H)R!c_BgSYQ?RHM zHrKm0sx;4yJVb0I3p(TBBnsipB7?lVzkbCrxMAzoUS8)M*qf{{@e={_>f}zT<1VXi zHy^K?{XTu^HZb17o{FBG2!z4hcanu6haXp>)6lKA6Kd}Z={>PzK)MZrVu@A~{EcX5FdU)#a<&xt_n=wKRNr!6(i zg=pOFh$Ri6dA+&l^7Z(kH}NUspS`}z#5b%B&X1_)l~#WJzCFe!jw6OGSexxt3x>_u z#>{b4MTq}fERJ?)LZCx8r!v4AVn)3Bcd{Ac!|`lT?u1;r7~SpNY~btY$^6wx8R?fQ z$m(8`{E^*l0%C9gf3@8Fpf~GTy0G4;q2#B{Z05wqEU`VSCiBOK&7O|NOdjX!qSlDO{kJ-R#D9ZjAhl;$w+8< zs!mP%iWYq(Qm@N>N)8e{C0tFo%-SX$LyaNJ1)^LHt%Ojv?W4to>2QpMRyBD3!d^|O ztlwwgvbX{_8-_JV9>FXS*N(%&xOZFKIbl$6L2j5OeKHRlDJck|w!HjH zJvj^i-^8f=XdeyIFDVZ9YzC9$S`YP)Ei0Y<>sfxdMvt-1FiOh}i30OV1vhOJsmkEn8;(yeMuOtTFJ}wG8JlFq3 zu<4ZZXp88zOK5QU@VMTzYV6+b^|D&njkRlymzFzkqMd$wW}%iLuxXp-8fIo=3o1yl z!o_R^Ei&Y2LO@tuR00uz8;yQ`TZ~y56B==G5M}JhMD#bxwROA_RrKZ7tIoL!((tf+ zm^iQsGm1(|kO8Q~n;-+9412LVPbIBE*IP#xaFiO@X*r2 zg`A+#`%YL*r#$6Xat*y}SE`hNza79XB|s}uxRA%37ZjFf+qa$5s5jYB>-m=Sh;R69 zU1B&~f#qqx+j4AGN?Z%smNA@iWjhfO zVqhn1OMtQJ#}T}kGkXGuGTE)m8Z!=^9*d=^gHu+zh@e2$K*RsDSOq;!MOsty zN(;)>)hOHOr?y7G+jVe^-nv^^HU1?SJ2^}fBL3T8|N9$z>>D+{6 zqa(gykW+P3e0Qk&ZDa&riWC$ssy#y@6YY4kCk&2*KK~n)z!`BUUKz{^(Ulm8Ib|e*F2+8k?n1yKIu2#3dBcuraYZMBO?qx$F_IlL{nAl*(K*I@r zzti>0P$U2_1Uq{+wYa!MXj&YjYBo2Pypqs~VfIC?_pg7|q;vrv4UKK6uNvK%3s8=O z@K^Yf!9#p+w5`!9wI&4+qxsc}6fV}aQI0%JV31I;DIFTJJsuQ(vBio_An#6@yqsApK1MUW3BW=PNI zRPI%kH}qv-wBL@>l#zsg;dczw-~y_i#;_*OweyId1jWX47D_&fBj#uS&jlz>G^7bT zO+l7w(o=~GFAWES0_TglQe;vv@6})GLO?AI9(I^gpnGMJ-Pb$SQqb6UZNX8S{gd_PzsvwIHb3(PvHpMx(-6~AE*CckYv71fwcV*`9j zI<rxdt3{)SxT`?GWeE2Lqo5EUFm-W7KdJ>zHMJC&H?TQ6i zbMrx|ZA(rvL&NhbwNnSqv4gF48)IXUFg%P|F@ex|1UA#K&(9OOX_`|IHBq22pS<_S zx-mRJjc=Nl$ir_MAC~_*r>8<|NT^HK8)r;q5h)C?sDq|@9d=qXO@|>tN=3Zpra~5? zaAcUUr+*e$DmK}Lpddu}!D*0VrE4@a^puoL!&lLNiEpp(7%_%NQp^$8iy#uBj*P&m zmOUFCDGCs?26&N>G+_qvx)ri^9C4`GwCPKwY56Ku9E3G-C1K+@r%_x^#AO2CnXTqg zY=WB#VG1>kEv@{9{u(SZDl_*GwVT)sn}6BxH8!Ih+F|d&$%kZ&Cd3-z59>~{zQKtK zTGm51tnIp^isWN|N)DRa(Cq{UQ4tlY(^3F7fA6oI_w&o2Q@APdEJYU|ns#<(|v>AVh|?}6n*03^Akm?|YOGV!Bq!N^WaYUY^Q%qGxgfnKTE za|b?laXVV>B3HD>z@Q&NSjMJlJ0;gLA?nv`ktH#UgOpdDhaikvQp6ri}qo^@ENK_OdR+Y0O&f!ar>NG zyJ!#K%4q9cNyK08dgJRLt0%pZRe7L6uFu2lZVjA|5q zm+Ire=Jl(Y??z4q1!4~2fX%>7E&%;JcsV(-)us){LvOq9#bUQY_V?$^J9#LV%TQcT z@VXI1L3uqJlafhRZnx}t*d1~ovcI+oTz2->sq4;r>|3vKT|4&%ah^waZ~gsC>4JE? z;_JjRiiX?MV^OWeYl1zv8(P32O5|<8+FZTrzX(`rqh4y0K`84X|M&}M@0&>1f0^q~ z0w;yG!bsmudzrIe()bheYZ6_^XW2pU~tZ~$EATs9IK$0F`L8B-h z-z7X?_{jnihA*&h-EvzLBecl+DW^2(zr>Pn-1k~tKDY77qac=zqMBndwSmIKCCNCk zEjex3&r6*pCfQQh9FQO1ZHci>Pv_tNgS39vS73kf59A2$f0G38wS)v)_B5TgXa8mO z4iq0U$z$m z16J9z6V~#o@BQvr3N#ki1NhCrPg+6Yu;cXt@vQ&mrtj)Hg=NR+Wj}exh{xGFb7B4X z3kB&;A4C0l^)fCVo{YRIvOBWrpGP|F?YhYT@*d~u)btpkzw$RKV$Dny0 z0|vqB4DW9wy)_;W8B zQc@r+WM1P`vjX#|9pR5=8Rdf%1fh#CD%+GXxBWu2POr!${eCxlmFA`UK!u0~BVYgY z57cmT;}K+!DdKy-n~j7U-cQz_0G@-52Aq--wE2jS_dpMmYoqNgR{Os({p>!ggz{_? zu2fJ?D(dlQcq51I0*4VING-JKF_45jP?v3xT>yOFGk@|kc$FR-AnYi0gCG1F>)v;~ zF1dGZI?6MFjpD@smXAJRGF4)=HiEweW2i+j0lFr6WSU12n+w&M{UjFD-f>a?=JRd8 z?MJz09xtc;-yvtsS}0Pj7sCmr)}}K05@?g{hL%lWtA>n z#^#$)cy`y*_0_74)k<_VGm~{=johR;ys@!Sbvu7ZgovU)(RwS9-mlNIl(FbJVf69d`LoI=t{jeuxWbtueWG66%LzMNR#$RceUJq@xop zowSL_m>gmBOPZ4*S#Rb`j%zIqFqadVj)no?ywF6Fdt3woE)@yOqbCP~V3yW)49pgh zDGrojo;p@hd0R=wdc%`8f82plaI)L~3oBl8X-R4nXBU|}SI$l5cP$VI_&f30ENh z@|>aqIP_ZU%<420(p;>hQ&v}3sv^yvP+*2f2dPzP_4foKo_=^muq`hy z1Kx(5Zc#viC=-+(4I{-q^oQ-;jqd$?&mKB$I;NZ=&_=_;8kREpsW28j%P}-1TsIt4^$`yUhShC1O%~# z?x|ca8=0ayW!3o}XQ{Y8(96mExD(u&69&+(3ri@eQSNzo1(`R<2mv%nXfQ!EB4i?k zE81t1I=uD{&zF;8YIsd#FIb?s&~xVJuPVIt_6jHYQ(@GpxPsyQWmCZE3@vCqJ?=eVH8%1X zc$tVn@!!25CmV8Pd=~cy;soVUU)wgJXzptQGNW_Wf>gB)q)o#NKbQi+b)A7n^bRTuWi<7PP6xT{;dv*d%y5TATxF^bf*v?g0g7l%g^wYKPE)@$Bzw&; zHLp9om&Cwg@{^4lRL^xt zFx>(Ku0IbF1P)07hpN{oytLL(6^}_+0U-jg610^V8L?mI%jd1|QHd%cWQVjrd>S{g zpTz;}0EM6Y<8%C*_@nbGry;T}yKAyBiPHOncGE6$`KXsz4-7oKp9|k-+mo&XD;|1` z$2(Kz$4jO!UocV|huG4(3u(`i+CQX5?J?Zqc|RYQb|=h!GM(x<${3CznRn9^)L7Y6 zw6o{n<9&OIQF9adZLvVnBpRn?F6Fk^VNa@jCG!B?7ly_d!*AC^eUf0f=z;;4muoWP z+y2asv?%u%k?KlKj-MYAhxzoanb4Y=V`1UDJ76#se6_(m_7VIdGd0_XM^^!bi55J93>w3`KFg}x1;RRZm6?|G1F*;cA4p4IK$KXdBiZ}tO8auLyT zyZ^`2H%Ddqeeq`7nCflfq{+q`rzTIFY}>BMwynvw%}JB(nr!<%-``#L{@+@)&eJ)2 z?~gWFr|0YiHv_wcqOx}2myWOV;KcdxPq>4<*KfDcr?UQEAUokjuJ570?D1wbWX^hf zVGtb;7?|%1D3=aEU9DIS=3h3<9-lk3c8oZnNJ$OnRn=M~rGA(V4*SeU>0*p|bhtLe z-my59fb50d5e{-L7RSDc&wss-8oK{FZry~jv$H~DU4pthHqpqe2gaZt@-As?i;A*7 zcrv*$>1%#P$rN2KsSh1So1SiLV<0~<|IUhq2S=R%qL`l-xj+Tbl=*4&e7dG)?&3K@ zv&29q_^-LwVj{n0A*;Sea?)TPrEC2mFf); z4}99R+N!@PxC1P{ez+j}d-`pCEsUw*+*zOwzIic9b^W>39AG~I{}G3;<`Wmwu_xwL z-h_0I$?)*aMF;;v`ou(0aWi~)e$D-e#(%n(!~2a+3TA>jJF@J7kBw2-zErm2u-AkP zTRf~YSY)w0Km`02Ptgohxe)yuX&bx}<&xJ9J%c7DCU%+9{TehrE(0`~rCZ$EkiI9g zA%wPFqmgNBX)K0tY$oHt#@2uP5>HP%feEpH?Yr*JdZUjm;+=U_&tDQ9XD6wKmh@N( zRU-!b^2MFG);G)X-$X@P93E_}02l8{v6>DdIBIdsFa+K4-(-MUe34$`r=65CI=Rid zAnnF_{9(wT`Jlky-K5#UJs5PJ2X=q`@(<{ z&G>r^S43U?h0f*bN>EDL$F7o9TG|p(((fR{`z7$z;npnwCUBu+?`$eCu%<%`N6*0_ zuwwEE=i_75womZkta*DoWYFJWTSQ;#ZGy{g3*r-xKVz$q#l%&0E0ZL@ zaw!K+yVh2fm}#RS`n>*3S`TAay+xz?o_lAL1PshiO|De5d_FBKB!^l_(Tm@UIZh<8 zD;Of524&9qe!luL+DAv*T(#Ek?*3%egSf!MpFL^bOzrUID}{p=%5))Oft=)An9NFb z%BRp=y8+ zoBGEx#N07|RjY~JEb-G#PSDSZbdG#I)m27YAcI7kZoy!-c-Q_dEuj5;$976!@!y$K z0ZSVns3)FE`tkkcLeqN<2uqa&&h5I(^P)3FDuJ5Ca)BW~gXc(DS()8aSCs#w4>|G^ zPu=|Re16>zt*sU9xKq$6FnSQ=8{Xy3cX00y8j{&1GO1MmxB|qunT_sjRDc2TekY<7 z3E9xvM^OIYU;IVMwyl82-~Nu2pc5O@50av=sp6>DS4)KXw0d^oR zePuMOM7uqZ@ouivhhH6bq>>mi)3@vJPuc_q;qtL6#peNoy!^iD^zoIiZv5n_GG_@K zl+;N63hD$}N`BW4_FZ8yw!5dn!xRYp1u;m)bq^a9Wp2z2f$`Y^>B--Zobt=}zlpH< ztyhUS`eVde7(+lDGkpjD;n#7}A^!0@&7vUK&YQdLV2Kc;S`9<5aV3!QM4^NRM81MS z*WX}3jd5tqoC*9}0E8YblA+;j7{~L>A4@)vkJiOUX5s))Ocpd5D36^Y5s{I{@4hR7 z<4at^9{7|sHz6T~Wi0B|G(@$`K7Ez(`Bg5|o&H~4Hx6L3yta?0WZ@IcUPMB2E7cWh z5bnCK;%!0d)R=nA9ww6Hzn0`Z$R_r$++$_xutTL&`F=y3&a2{ddN6^_x?Wy|b&v-M z{kjsvgH6LqLj$kl_6z2TL)n9I%Gb>+U(TsPl^A$_II zx5eg!Y0H>I!XgWrdm#u36M1j^Hjm}r(^I*X>w+Ljrw~^m!=jQdJv4Q#pf8Js5U+tS zlh=oC2ml%mvWX$hk^y(U$T8?>j(kA$Y=dyOTU4jh+5S8oL_GO(SPra7)0;_x{ULvH z8dw}iO8tm`{1hJU-wxu+7=&VFsYMliP%S?+sM4U~#gE~KA}1f{s7EeIac;!t;IL>| z*}cdwbi+X-lrvn*VlHa2L_!^}3&g}voly5EL7WYmN6jmr&yU@{BciZ4{kq z=d|3XSe~LIUv#(kM}4GDg`)L)Ys==|Gx6A1&|ER%Y-$lk@hl4)XOlM{t2^uManM<< zrr*6Y7{UZSYl5a-XnUyI)<`CXr7)1oTRV${Y$}0=2Ot$j6ZHb2IeNHWy0-x>5YdG1 zoWah3PNwHu{p+-$X1PKpvjc98-}bkt=yOfBrnP%hZ3JXBQC28X1wCnVtP& zE7HyH^>~?kA%EtdJNfbs<3GQP#J0B=(VQ#+mTA6<~MtyTkMC?v>X7 zM%*;Bw^%fItKnehx{V-?+uulu)&0XKQD5k7fCCYcKOrOHg!^#>Uj=`APHaZAIs}L) zIl0?0P}U4$9iV|^?m6PuN0jvHAYwM)e5oa1C)lcL4=m!Of%n@nxavqu+|ulB3bpOR zjQ=7^57W^LQLkpc&ljIeo#_oY)GhHX5JQ(gWm+`n2V!APcX?%y3Je@5sN$_5c^UtX zT^<;Ikpf@e48r=ndBhFYnki<9YFX>)S^K+tZaZaj!|W{z6W5-Anm7Ie`IN-S3%#A4hSv-XXW<;16#luqe77QWSVh@65`juIsQTy(+_Z@Aw zj$jN7p*AvMaXGY9nL84UO_UM8RLBnAGZh1o6$vy-DTC2LX@u!Oy9xZoE$g8PMhf=C zUlN9Y*J}XJ>8sbCY0-l%FF*d)SJ%59whK&tBB9YF4aU=BbW$AEJG!KiaUz}{TI)gfP4?o!37e3G8m(i}EG-oRER5Zg_DK9%hlAl1 zAzTkZOvszPMK98D8L8l>eWX3><}l$GfHuml`ynG3j2cmASxrjIhEB9>Rt_+3~r z%)d~_?pFz4=;v)J4wYNxzX5(NT0TAg{g|3LQMXPkqprMnSrB|#bXzuI9j8c|%|O&w zUwoYjYNoqMMll=PAWyK$ntC2BtHf?kwTy*u6gU;Z`I}1&*epF*ttrj~qO81B?yqEB z11%`tNG$p6%mR!R$J|VA^ia_f5;CN6HG2^Oo34+Ctnv$jGz%-@8M=K9m6G;OX3D&= zMO|~X2%>W;&)nY+g=8fUj*{z3%4$q&ma^tl#K0`}%+u8GkL?I(-OG{mZ=Y?joAf)C zw4>C92fJ~_=@H6$IlWa@44qcYAdoDPJ)0cMRoESLTCt9g2X;orzV-u}oOjI*0!}Lo zyft7LfkjS#@t~qAZM*k+)*S*t9#NgQUvzPP@MKMLMj_%esDlB>N;;Wgd)YL{_~ZS} z`Z@S8EEocQE2q^rKN~aT?%S`8P&3DDY6WRHI$pJs zasULsDyyV4=xJjX>U}4mHIki9lp)H=C@XVLOnjF$&XYw{_ep%K|9YRhtH*iu)0=7cK|=n>k;CTL zpL|8d$C?O<5P`w?Ea}vEj-c%?{e0_1AQhaov-0)D7icQV&<*)TZJHnTK98b6l1Cn( zkARYtgA+e8P5Pi6)I*j08kdi~Xklo#xJ=0GDpOE3aXW zWQ2sTISbcwf-$1quESBr^yU&m-I{E|&_OmfGJQZM?s#0ZFzg(ul&a!oAU- zRA@Tqc238iCe&eY&|e=4kQ_$b5wOI*%cuIaKvkJQ8E`F|vx_RgSw^X&0&9YpR^NhZ zNQ%C}P%_F^5C}X`q5^T8hC+C;$%zOr^ABD4^Z#UZ>}|vm3)-t8A?*_cKfHv&ZNl6T zeMgbrpS6D;A)c|hh%3eOx2!*J&2-V}aO3EF&>P{+e#z{t_Y7vrl~;p8|nTvxz> zrk?H5%x>@tHb98qa*bVI`p6^jj=IKxBs9TJe19w7JeVqeBjori0!D%33*Y%nP$8OJ zIZ_9Uh@HL`?zi;g>Wj!3_a47k*Py=`?ayO`9?O?5h^?LNVKJ|bGgq!fNGKZ(rsDsn z1$Z?*@m1GqP{t9lT`k%S!wII|(hgeNJ3ua1{rNM-)iyDz!)N)VaCxTX@h&3cL`Gxx zrM1;dK}j?X?RcKAeWMrq*6uE`ynVe1)Cl5)Eeyf<(-1Z^L?QY+!W0E7wg5s_R*!jL zGf;Jwos)wzm;L--U08~6tpcP0IcQ#Xe$K;U6(d&m%Z|z28O_I#4YQrS1e~qPoo>kO zPOw4EKFfgBkPSxHW4l~SglqQ$69yez;?`b9-eF;FAwiVA6xhLGAl#7Kgu~+X^=SqBfnTzNJ7vnZ!bF?i{DPIW;rYy8tr+b!hf)qHD+x9;lA78@d|9L-C zc%!y+GfEJJnMj%=zeGUlA*n9#ephXy_MgdC_I5!!b3zzUk;I;)(12Y!KQu=s<{D6GCZd@TE zsE_*-8HK+1G8zOmmAI;229&HdRwmX&*xZOtt)0@3eBktP5z7tLvL^c#7edhPjxkD` zlsDRs1;S4vT2Cj&F6pf=uoq2C4dW^Cj%ps8?fOOJNbKqQ<3pU=&kh@=-^%LE(x*8! zGqEu2Z^}xK@}g+D@NHUQ)uO`ZXXG!W6~$gJRMf&W5^1;4F)^grB#Qm~6u|NEVg}#w zYc!(#z8Zx@qR!9jL(TLH5@YHyKRVHXe)$D5G-s%&sf0n@0QhKAOZx?$;3F+aN|2wl z6Co5c!F&rb^xtBO)fBHBlWJIi0@J$UUKRAm=B?tnWjpq7X<>LD3*Hr6v7V!$D;ctQ{t+b@UdSm11ua{yy!8528Uw-xj zixAC~SMdw)s-du`L2?Hm$S~Xh7~mBerZ8k3+#Iaw{h~Vh4?XKMDJ>J;C`h|<#wj2y z4f|>97@Z(N5YEr*n_xN&hbUXD>qXul?ZIVp^ChD+*Rpa$AN1+1+#67xH@Be`Cku-W z*JH3P*gcy6e(p3(6ACL@rLy`$eERgOZ`e1-*xZFA^btwJwI^6wl%*i z6jOyjBBph^pMnfEGa;+;wOvU&D|Nuwbol%i7s0C=|1;W6Z*JuD(lJ+^ce`ZUN~h-D zzOKD^%sq{i;H|@2Nf~CnJ8Jd`<}@5%q@cK>x+Fxt&^|~(@Uq0YLkWH zUnTzcyImA{(n;}Mrf`dw>C%EP)(mI%ISCt|zevqZ0ng16izGN2%B@pk{NH0c!3N_p zk}!UAB>LbXF8;9AN1TD|wtp?Y9tV==cby-ki!!Zn`;oJyl7WMKc!pdA+%$}pn+PMn zo(*3A$tbcv^+1!T=J&au0{{G{mFvXKFau_ZzlIdbG|*WLU<3_`I8Du^@wd7LHb2m2 zi+b&c#ow^xHL#j>P)=^N1vK;8-#u#k9`6>lZKx3>Z`;pMoSmNsEiz<$yac^Np1`>( zGjs4{Jz+HAyfMxv10N3#GQkz?`Q_$}#CQy*M9x8o4 z^$Y(UwzVj@K^2B_jfa0CSwbp60R~BAw*ar7&ck=>EXy`wi(ss-`ySkBVs#xRGNk+oJY|S91T(1R9)dJ6njn9RNe;Gl&oD+9y za_Y#YhkNA2eun#7`{L7lrmlWs!I&hSB=*Bk3J*=Ug@`Ky7}|FntA7FQN2@-wA%ZD2qMMAq;BD8&rWE7 z2e0)+(TL5^nzN(==G&?ufj%tdSoYuskuVtT#j9n9`9vo<`tKc zeyI%?h!Ok7NtPRB%430y*Yl+~l=vZE960SUpWDY)4$g3O>kx{26E$ijh@7uYKA+Dp zQT`C1hO0Yw9)4!I`dMGJxY(qVL+n?U&O9tk)Ou|Dk(&J=tN? z6*zE#O$k1+22y#GO7Mom;cZdi4;cgB`{}92)kRUWhYHDy3w5O-Tv)QREhoF}1PPqMnkH*lcPAd}$b~5g*s()H!cbWBaEK#{ ze&C+KK`h;b#^P=&zRk9gG7u@3v69MMO3E z)^yjd2edKd6vr848bvMLaonFjBO5f_3q!d%&!Wbb{- z0T(hJvZ#&gE7l$b?EfD5e1aNvI6;p(4nf9utU=zuddHy#ez$e!&nhJ`cB6sPH3SSD zwQs0DA|>RcrH&klRfF37{TRvEhzhJYr!mS%AX)xMWOr?u|HB=J?m1-?6}goR<03%m z)QwVAp+|&mWp*e$gv>KkTQfObf~@YMn~Nd!u*Q$T_;xg_P|tYOSa~O9X=K#h1S!& z87{~yppf@j7z4xGMm*hQ2&>%=hfP^`Y_E_m?*qx`1sOFR5neFP39pTMg&w3@jzEkE zM_i-v4GKiepm)e^&$b@}>L(OKeEfoNXB&RN8{6#CF<8Q{@1Fj*tLSPFfBUq4w86CQ zfX0*C{c&_cexGWeg~O9Bn}tHmPl8PEUtikV$J3iNsUuJko{7b$icE9n@7(YsJN>F{ zp29tB1?ur8ciyxwF30ry-RkS&8LOi0JL78Z|7x5+9-{d$pTJK%jG6&DW>|CBx8%U2 zbUL`yqM`y@{k-n~y+k^unxmiW`MKd`0~`TR;V1U#v&PR41FIL*_h5O8Lt4YtEaFbX3G3pip^Q!Mg`Kby$FU?X^cCJ9YnRcvv@oZau(#< zTI|My%>*o0yD4b$gp)s4O;}vJD|squEcW(7!`_5GzNj)$fN4Rs*cdr6hd@|y=+2{I z^slSkZ5km=Z^cZx%NKwm8?T~Mj`_?$21vPQZmNBI|4oQdEy6(6Sfwds3`GUR2#T=K z7?7sXSlBuF_2zCpoH*07>T{kH6b(RC;zBORwVOapiTSqR!sZxJ%c|zJr8`*0daAAk z?AVn1Em;+0=o&VLzvI+d!4>!~OhO$I@SqhS8H;O5u@a54rtKvAxj~T%F1U1_coqQy9(+#~PU{!cUPnGHKduitJoYU#?j0w9OITZ9H>c4gLKNc|;*I zmNxVZdy>Xxg_hFkPMG84%tgUSea^&S)xI?Q7sSv|`QMkC^u6;kK}{RnoO<%Cj^51a z1ourSX;=OK7tBq{2T^ohIXNYwSMNKG?1+UxBj6IgxKSBZYa@L*9#yNawW4S*cXb5D z0%2LhpJaIA$WW}|Y0(O3UhX_brj8#655SKYW>~XjA^GZL^t@|ZrWrKfXlr4`>Qz$* zw4dxz2awp`714sB`bio_r0rY zF>DM+66UL#Pks{qN9qQqrA5Z?`*`uajL_}raL?E6eLCoO-9&7ke}5~fLrsX@jq1(K zrS*t|W5bj7!oX0$THyN0*G5gZ-PUH6fWpCnL#)l;`F?~ZerV#Tb7L7FZvqJ-4ib`^ zU3u?f8$w{!Z1RK#ufaJ(Fs!ztxc10eJhLNJs4_UTU)AO3&x)6H1(%g_d&|W$j#`sm zSVBSNXCGu;boSGyboCv)s5#ip+N%Fl8y1S-Y__^>?hb3Qk?r4iz1k{+=P{oCA~TZO zGgF>oz;Z9wbvmU3(udl)`lP*h2iA-A`ve=BvX{c#CGg64H{^638EY1*1@SUv`!R}~ zp|e%wYCFSmw%5UO5N9N}(|DmnF=epbQb@URCQ7_el`bH8A2)7C8IgR8iV735cRBp^ zeWWS8Da+<}Fr3eeBDS+;w|?FFWE1WF(R<)1&LJ)k=i==L8A5UEE%aKWZr^?V-9uY> zhKMw#MtC9(TFrHngbNEt1yZ)7nUo#`!fKur)Wli-R+EAVh4m79eDjOJ)xn1}#_ZMY zxb(B?O@=K@Ys>AA&@FMUH1K?+-G=)P-_x^YEmEsTBZ$P^{d4E>$GiMevrRW3xzKHr ziS5{Y$K$ldg4r7ug3CY^pLXr-*HchTToU5y)`k49eksq7s}+ZKiNP@vJcP*!2&ej? zG_K^fr4zNwlyTrTmNEjlwP9bBl39FSBM4A-n!gakKq@9S2~Mrm`sdE!hO;=zh(LMn zB>HtU>{CS(I-nSr{VsSzf=l#kd1X?TJ#&SnL;<=2lRq3d?-j9|vi#7FZyr9XEjjj6 zpN9R>@h;oU(Un!~SNkFeozAfG?SRs^$O1ot5UdiBsEzXZt3_YWBp&N~aam=Gu`<<<&~l zqT6meSKHcA!h}ri>h`5RM0%Y#t4s@| zKAT7*`5n9~8x>33AF$tdU#~$L;wU5^-zlX83yT3G^0mUS0Wlz2a*q1-@LTO7+3WM- z=g$4s12ILnues0OGW3|7Eqb;H2t8!)pksv%kMe#c;8HRZyu{KGy@_*o$72ciWP5yf zYgMZ}<_umkno*c{5kEvkG!W{3gas%%t2J68#Imx->QY3PGc3$@z^H?yraA9kQucH4 zN+S7=93(5d!&a{W|K3#e#NkiPmJ==Wdx*}Fy)uauE$Zhkii=%)X_I;3$`8IdKZwHO z9BH{p*@EY?H5fJJtQ+8 z$yV|3TVg(6xZC4+NQU8^XN3P86pn0Oi}3IUT^2Z*sz+2w$?J_XMhxXuQXn)H^Xqg1 z=tmyjg&Q%WJ<2d|Jm0zrfNhfs-ss1VOL;Y16qMY*-3AxCyFRpIKB(ZA1%IxO;in&b1ulCM<%7h_YHk{Y$E>){8~W6naNOd-96I zuK6=2KB4Zbx6bD3&-6jsT}4D}NpO|-mwxLpe8eR{pC77)tgu-q!j5W~Ek@>#f9Z1!I$JJdiO zz{q<9DnK@8jL^nE{Q^ZH*nz*iUk(BPadp(yuKt@xo}?IJJt4d7rXVQ2s2a+E*^Ku4 z>A|5(2rh>ArmgLkOZzgf@|@onhs%=BAWtplt#Xr+Z(1i*oZU5g?sFKBadCwso4hu~vUx+)4^SAv|+<5E_>kt&z62cZ;C~^y@TV#(C*TiG-ef6Sa7cQi3YSx2=5`i2Y zi>L_^>}hk(Pqu7G^$S6iZ0R*5;F4*FJg9z_hcu76!NzhsaP8jRdbzks5DoczeJ#eA z6+Pm*XBaR0wty@a|N1uHw_gI#HatkV=0z=+0s%F;RD}~@D3b;zux=->0dygc=s``p ziEA@G+kTY;-FgzEEUG5?Say&wt3oQnJ^9(nAS0WN{#EoKfLgRrvL!r}mpkXcoR)0_ zrE@1AAzG&doQP({XkufeY>LY&p$=t|@3k2>DO>#m%H9Gm{J)~VgbaB9eH8kC92^GX zY#bbY5wR?6QVpB`u!cl$3J1bIfXiUaqVBH9Dhcea=f~7nlc(jr(lUb2f!& z8httyBt)C$=v;9@NPU|977g)ca#ly9^Euta>+NyuQ4t4|`#_2{r?IhOtz}A;MWiq% zGo3Te%ki@`q@vT&(`|S3FS1hjJm_(IeLe{FIzvR!n<)b=5hygn@}%1_rhpWkd!3H0^~mxb3i^_)sZ<~o#0a(0K$+hy|cW=PZxHVQL}_NVBm$o9f0MY1Nm=9=e&5J&&A$wj&=6%g&zzRiC}=YN z{L)zoiMadF9YQWDW}ERhYs75Mlu8IAmW2o^-|u7kn>gLPlKfrE1!5?#Lnk7Fx)X_Q zq=X7S)XW@Z7kq^AmaS#FE(Jl|v=q^|Bq)ca3wT|Q=z1oLLso>>Wvr!_1j-+_P`FVwTB9 zS#65TNE~xFoZJQ8JV&h`Sgj`Y=bRPt_mM8DKf^r zybmo+_&zDaL*X=*QxQlaK+QP%%5ujuljlW@p3D2vAr+UG4?Z}}tK>)A|AJP~L|$zQ z8@(@-65)6Pu2eycm~cCqx^7+5(}!o0|2$DxSU&u4o3no;1a*QSlH^}>2~!TQNAivr zrZsod>UpwhY*C?ZWw(xLC1VUE$9yA+ENCl&yym!Z^7vvA_vhcs<{zUQJ zMQPkJlj-Auk%+WRu*(~bzFtA7`K5p8)K%Bux2%L`S~*7`&UjTGkt zjcnt@+m>l_{5JC_i;l`&%KeiIDc<|zgb3qLW=BZkKb$pPP9*riG;QPDSY^@Q%!FQt zXC%?CfnPrTCo+>T6@@Y3O3d*yQ#UfTY+quMw4yd91seVpM zLJl)h`D%mzvG1L?Kc;yE1W1bHf^^@1c!iuS_8Z3hsy(=)%@RhXx~NFX&Sz;iRV@nT zes|OFe;(7_+Wd&lY6d@OL!v+suL2AfqsWkf z7Q(aeK^0d8vwpVJ-*MUNuP$RRk@)nOjvu|z{p@X%>H__}z&|n9slYF^$h)kY%79CY znUP$dZAAkibba!kTdL2);!SBOlG7%g$zYeOT}$S|M1SDO(FNtRFgvSNHf@euehqcV zMVvq{zHX@R!Q|QU2@=vk_sjEe)xcyHv%bhp&Wyl=-pe^3UKE-9Qy5L%+mfNX!L6CY zxQUOp^1y)e$V#X)FLrK zs`6B0I^_l;za?pqo};6e|B&aP%f^qeI(Z3&OAE^>#O+T~%tYb|gA-L@1`HZv0XBF| zWioIa@wCK75o{44Ob6GpvUuitGahW(V*V`4&43o}EqENzYlA2m(EN+iaTt`$;E9)X z{{3n=lV@jhzTDHt000H3?**b>QC)R6JKGP2Pf=GeF@F3AL<&GCOfze~Dd^zGlTRO* z+>NG~HQH&I$XK2e#bO2Etg@oIPF6T+&BRz^fsEq!3j<(A-u`b!&Tsq7nPmIf_mC%* zDlDxMQPRGaHvYtzHB|SCjmi?qH2PFaV^SLFXH8L9beq+BxG?8s{j$(*C5bJ|!WK2~ zON4N7J9$IymvkBvz%ycUaxP+x-env~yz(UJMR6A+rf%1EU9|81Y)VQ$71i+Z%f0@- zq(jDhlX*YAC+%|ClLXueEw2vTPe!40OVTufh?3^tal?yd!y72Wo+G8d4%YaRX~brG zmLnr?N3sR(pGNZ`ti-dd-nO;|Ri^3he^z}I!8T8j(uEa^DXen)0Y-sDA5Mm=38wxc zd@-HphZAy||MV{!8MSu^6wkO61uLz!*$ZA>iC!Df`lDqmGoHCr;U|MEdkN25_Ih+D zuXIs)P=$SN;V6j7s9vdXP)RY7ys&)*2wd2dWF|dD0nyp^ilyf}Z##)ZBnC3rJ4z4Z z{@hv`+y?$NF;qNT#6nH}OS;LnI1fGuFQJ~Af*eSlx3rz&v_R3Qx$W(VnF|O-yo!IV za~n3Wk|0J+*8g;3*PsF$9wFXqQxe)#j8(d<_wVeYb0TP$>C`EMTuQX$Zf=KAK;)C@ z7#@U8whtR(5e#0{2mT_kPAexINgK<2gS!SYGE9q&oxKJRKO)SGrkoSNmw|C?`fIjO z`4&SmK9i}A2GO9-*O#5blj>CU`%J&bHv@m%Bq(5Im4G*`sV;nX%T)?(dNlnEHFn1} zQgDS6JFFr_Z*^^S_42b7i`4g%3Wovvv8ZJKu83iQAPi-N-(e{$0xaeI zrYtff;bYh@awma~hrVKzU0j^aX@DCEL>Q6O91emS{0&-eYtkdE05mr>XKpDOIG;g; z{(ffZLz3mVA-#Whlk5bham;pVt4Vi<%(+^FI#J^`J7e7k8c;-T-`@cClJ(fk(G}E8i~nBy0(chFrZO0qpL!x zIasJQZ31t_)^#gWVEAlOy%&JQlr@F-$plj90Y=U)FhSR<>6Z%lzkY}rB>t8i21iV*PkG*g*oP1t)Nryte4o5sr#x>nd-q^H~)5U@| zr;td(FOuh#$;$=hq>x89b$uDF#4Yy1B;2Sf0J5cr2lk+*+ykG&-XM`ubz%PQS&LnE zH=&JJr@Z9Q8B&)Z-;C$l=JDdt;%fdZn-m5v8&0Oal= zrdi!jbqa}?;8k1v53;5=^K=A5z(RQS@`+bDcER%;6ZX+G6VflAfF%O}6ZFdyb?_=K zDRt$MlSd2XtK;#I7l8hI4?K1uJ>)w_3xe;^G4f@6k|MDd0?Lcgkp?7-28_L;Kfpo* zgs>DdmEE;ZQbN;$BOpWh8K0V+I#L9w49;G^WB^1GuNITl>13;OOCym31563T9I^!q zN~@(%P>gY{nfAdoUvM9+@h?KUy;6NEUs4_ocLv@S!NI85O)EXrQ57C2KW zNwvS>H$Uc1OWz9p4rlrAd`bRq`xb~B`->6;z(f`F+QX&0Rrzxl7m{E!5(~MWGAFfs z3yToBN|0)Xho$%*$q_x1bD79G#Q`i{jS5BA$u4Zyo{8hLuguFf2fqod)zgb=MP>C9 zRimgXZgFtKM2_z-1OfpG5y;5hk4+-$moRJ1zaAujU{qg_{!wT_w0N;Hn5NleH!+!& z*zOIf`t3{*>`4LJT|pD-5X+q3-}{QnJei7Wb@qqQKG{9;0stVcaL ztsfMxaVqtpA%iRrSF6o83wku{g8_meDV6UzC`()ArR422ZI}Rx->2T!cdj}uT_A~Z zU-Nlw#)_Se_RrQWk1C3f|2OU(VaT6#j)-^xu$pb5(EQWWRZIr^-_=_%{OX2S!RkdC zhK^4rtfUi%3G)$oqoS?O|0-Xd&vv!avisWS=jR3#mL83t(7f)UnEsf}TQ}8UNJJgq za$vL4)I9&2kCekEu~e$~GCr9zQP(;4--sJyY3V8cDfkB z*k>S8(%*>xHkP(#vs)L(Z^Ko0V8}n+WRCHb{?$7;Otj(- zJH2tULj%tSeOuu7pFP-vNc-W|0Pq8#gCwxNY?>TZJaMN<8i&Y%xEeJzJIGufU$Ewp>f)U8Tc zZZgXzXL#}i!UwMvHqn~_0uuw)R5#N_K5vKU?(`daEg$^s_-07As)`5bIUyu2zaqQg z)Ll(d2D;;TKgx9M|7e!5f5}Pp(!;uczP$+UScTwr7hU#B4?->}y;AbLf1BJ)m;rp>Ips4(T)5Zz+p#nEB8X0T^85hQ)O6bvc_? zr!$fdxNHo0^PcO?)zVN{h-z|eSUEd}Z|~?lUjWxJJ$->sWsy0U&%NUb9<=dJkb}h5yt{L&J88GvM0e6H;0RpP4X1^7)<6@X=W3BVFtgt6Ltu>CJ zhNr7Af%$?e(g=9>?Ezpok6hU58Ez6f_;o5P3I&mHt<9IESBIcFJ@DVE z4KK0z`!MCm>eS(a{W>~ttjFQlW`m~;bB6nWmX>PU=>DUl7|W)z;8@wF8GZ{4K!vAp ziJ6D?<=#gppoHGoQKP+jas$>)4Zo;sYRd#TbEgzGeg9?8E1oqr5C(8368tRwG56kc zPjWgwguy8KB@{V4{r@hX?-yHnXhQZI8&6|?v;wy+GRfJQpU>t~wCdQt>d$`*Yg)h` zJ+K-fa&kFP*9dD_JuC{I{SP8nj9((|}Ln7A#Y!*I+X*0V;qzmqo)kV1_TL3$D@d{QDPn6Z&R6hm#|jf+;!tPY1MD~vr;u7>Wp z+-}Fet1`ouTaOOh;rOM z*Zv;HUv`~{d>5s7%IGPf>}u(*g;Pq3+cu4w#G9Wt7%11m=#1Kb4SFp)4c@gS zuTs-fC9?-b!lo9toxdSL#);6MS&+H?87zD~R0a2$YvlLl31V>GEhoa53G2 zu7S6Q{&Wt^96IMDR!Vcp;v=n}_YAM$WX09Kf@4g;t`1UkvAFkC%UU~NeE6F9t;*Uw zX7?ugV6}fUzr-8=mAS<4FrZid5@8s;g7%$Q`lq8EYKnYICT?RRFxAA)Ow3rPl~*W* z5o{gZvdwHfhf~8?y~fOchY?Xe5ytPkr)5xlX){(V?-7978~VC!dlm zQBjK^I?IlCx-1&s+oSs}Cc0&!B@hOH;X2kL8mepJ7gqf5vQ}lAmSuuR2LQ2a049PY z2qGS5Q_%IL=uE3Yb1jkmx9yLb+Y;ly>=b8XB_0u%Ex9RBSWLGI^$6NtHnkVFx%h^C z3Zk++-X=-#Onh15v%ME*ZWEu(5xB@d*)$>zatY-e7g?}ku?9Xv>YZvpLW1;!=Xq(2 zf@^nEms3aZ2X!IrL>yRO_(|#73GnawYz5y?fsplV!H**}>?gp8L8@}50eO^%+WhVD z*%Axb@C+Ik5Y$V%bA*D6ae zCo6Sgh|J1p6}`E3|DG|cj4H0?w-@q5Wrw`vcw-}wGxPbp0XMQP&UfmAD+JAZoVL+_ z^K6r>QROIQRZx^;$<1!9qDel}Ia&R!ZWUmt%0wkZ;ACanArW9!;xaE~%W5zHT=h<= z`akW`EB{w`!bc^1_sb7DMq_tt#;F*xO{(Q~AmbWn16n+n@F{-)Yj&G6M)Oja0DleD zMs#_KkI;yN7k2EaaXA5*m+0#>4HCj3Tj8I!pP3rZeutvq=g-Hg>NU3t(Ha-FTe%*} z{M6_#sMVJnsS;hJNE-!yemL&@sYw#SH2ZydqGnI-%5C(cO{Njg=n$e9KhIbEDPbAR zH1H?POvgd=EE!+X{_{PkoLb`U6?l_f#n^uI1{4d8jLb!UA5xQ}p_V%CfPQ{|^DYJ~ zM|NY3c5C(%0#z%!cDvh5h$Eqim|CpwSSSucUjl_*$=6&o0n*X(zOLPbiwxgqy!nUZ zQB1sFW=66^+4RVX;+)jvpDe1+=jalu;kST_CeJ+Ji+b(v6KAardu(oICj zWXO55bzSDWB!phcyvG0?2nM<&bTke}6vfdL16x-hSh>IkkD(J6LmcxzVTmmnhJavm zO|$lt;|VITJF15O6k6ZfKy}D>Z3({j;3w!X{)~Hksh?gqtH_bGR=8#Yl|QOT3kru# zibfhi|9BC_^QwV(f09Sad4yi2YgSxWp7^UU?W&6v>!8NN)#XWX5GfdvGx7d&z*?}n z+O(@^W#5`R)G8od_pR?$heksms0XtaBT;KXx1M8>6C?M@Fg_fFV#3rnw1sMd)2KH;k7SMp1v-7)qNzS%5~Et zz#7H+4TJ*}YoK9nx-DSw8RiP<-cBD~y!3JA_#$CA{7wd;ri%&$t$sa7Oi6?fO#-37 zao?+xYkup|rdbLV=i z>ce7IMW-`ZPn?ZQjE57tK^}^*Lr<;K3tdjOHQf3$Gd{l0c(u9tOUG+PRWx$5^{!h; zKsO$a6Ss|LWYhnl=^MlI>YlHYG);rXYHZuK&BnIV*l27vwr$(CZQIs+p5Om^Kji+D zEZG=7vA5sj9zMj&7K#@L$kig1tK7*#7Ft3nuQh zuV~==A`#->gM!YCNrDH-3k@$L;-cT52H=w7yO;iSr@;5Jv+4MIssQy%u#3*$toIvJKswiLkMUXm;9b@QPB07zDA*X1vYG0i^^Q9sgjFhv9hLb#1@P7=8$th!hA4rk zX}4oa#Ieup02MI^9Dq&&_+OwPBrLdF@Ipr*g;S;fd+xctGjmQ+k?@MRJ)|J%yXBtf zFFxELIMfmiV4~%IaVRpE7d&v+1Ja=By1jBWP&w|LKBy-D+>q5_iTG4JN{58l_++6% zo_I=Kn*Bpj8Gew;@lk`SA>`l0cR-zDf9@meQ5`2lo*$xUs>a~I?2kd71;5JL1Ga5s z5+LOEJ5DVorKI}iJ4<47yLShs`y~F@GEl4czJmv_ROIIbptJEztpTn6qZS9xkytIRYpjRXE4?S0jr2qeu`XnCHYc5%u)s0g z_CGzv9e@pn3R$9pxYU-BDV~<*uazMMOI;*DVnB$Y|Fx?LYW`p| zuxuGXfIDbw{GA`v3jac9HzOl)6)y!EF8hp3|tlvO~h8&;@)S;8k z+I*J>lnOwz%dGVYfPIAt+~FaIPbetz)1(y^tTS0osZZOTtf<$P%jT}&3~J2f|F0JU zz*^+>d^7+rbTith+HBNIq6|*b*t#)pyMf9bQOmf~a8-DdsxvGx-eXa(sH{qi3*d1D zm|APi{tIhTEUHS)K|9#5g3^+>5?!Cc#lgnKB47v=3m;`AVTm0Um0VZHnnSToDd`+= zWEO~tLr|%@y8Oxms3|uHpjxuCMGStB8q4esp0M4n$@xf4>rS0wFu5AdldqSCDa5$~ zL-`Wr(iW{_eg0Q7X8mO(1Fr(730NJ$QfS??F-Y?Zx;>y?pak&qM|phDFYgSn7bA*{ zC>TNWxb*foW{5?rN^nZs4t_!=g{vWK$Kx?{?K}FV;@}bPS_%pkG~(Jz@BO@DEB@qo z?&?FFL;5RUK%v_q8R+`}0T}GNcafA(M|6s>uw=theqa^#fps!~u)d~iQ5T!t6t z2kfZ6r+;MCwKYOzcyn^U)31B68JW7g>9_~BIONnIHd@WNbYZcEWRf$PF!Rj=PiWVz zim&YGrCi6yFrAHJ-C4htgeZvyU2bU09(x)SnQZ{PYt3^W~W1lKY%sMXA40sj6FF;`9;wKREs$uZRHNZ-b6hzojdY z$ODtLn>VusnWP0a#XUDj^md#Q4ff|LtgU94u?z4PPnavLu{u@m%t{NdfjLv{pUSg? zfBcZEY36<;Zbq}&AfqCAbsk|l>FC>N)e3sWbj^zA=-k%C@}%#qM8A`Yj@ z!~hF4QfsQ9rn$U#w}?7~OLZArrgGA@^>C(tu7=1FT^;hfnQ~ZW92Htz2^P@P0nWiZ zs}~9C>gP}HE6b6vV@C9LgT+kGz{cwEhSAoS2c7xx9~m;luU4(|arv7OnUTYAAERCS z_rOU>39*Pq%9SY?SUm}#{KhBHMnC`wpXsf;`y3BauVW{z&gjh!P3WOcS8G{S6dhRE zGIdpyRUYCqz30&4Ik3Q&<|hsM?5b7YtorjClI{vswSK%4VWuN`$|K#!_N9q-;ul+@ zb#{pn!&ila=!Peyv{7G)#F`du;i_gTtx4dmJ{2bd0*3nH7H$rik%$0Pg(PL_=TYg9 zFz5R!xwi8Lp>){&DbFH0K)QDtR475UiQh*+UcxFzOaA>rZv2AbhenKf?qqEhYJMp` zM=e{vKrDwh5NFLc{{&WKWR?UJ3Xp)qWk~_`v?iC%NP#$Z8j?UcM?(Cq-`+!RRp~?J z>+00)fAo`_yaZ(S!h?b)FH|q4k8S(0?&C6+8!Q+|t$%u05{aEYVo{?d^I)k|E&g|^ zx*3L;ztrcH{c|a-Y1BHpDMm)}F(Ro$dxM-_0>;!m%ql87`g`erK>%B-`#`n+No3R2ytz2_k7A{OI%C6`J%=)P%aH!QvDfQ|5 zpNPjS10c!Kxh8%a1{6kEa32vz3eoEtD(kRw+#4ymtt^-8m52X zr!eoi+J+><2e23t3!U3zeF#HkPZ0hf3Q;L$AebNO#B|LjZFzYBREPqrJ@DjiZf9fU zrM)R7C7u_KyJ0mt`aT=phaKF}fXYtIeL}H(u=32I)50v9;Me}TP27*Z;y;KEhE!}R1)CYlKGcQ%RsYg(L2nS3Jks#5*FOR8?-Eea7{R@$nq z+@^Q_9pLwX0{ZOUo@1~8SS~ySUk?%XhYY_8p4P<9V4oJ(fyRGK5L(z!c*wUOtMfk8 zTTSUME*)z{M{HCsXy45%6mw}ilpUil!bw#Y7GnMp&q}NkARv73OBYg07tR+$0ZseV z?Ro^jw@7~)b(^T^?C1d`AEKo21&jK6yPd5z3HW9yY7k(QPJcmyJ$Vc375RxJ2*<20 z^?H5#T4J5UF60 zhYnf0vf*;e;zBPi70zkHmH+K}LZYyTC};_0zdAhUy0eS!z7f4&J1z}CjSW^3=|)lq z=bn}J8tpF>*$*W6uO^27*e1wezx$*My_rK1K%YR*Wy?yJlmw{!MUCE20YT5G_rv+1 zsT-iQ@N)MC6n}r=D{T(m(z(^2rL9>%;2#f?1l7$G?h!>{Ku5aGr2p&uoJb6!9??cZ zK=^hPyyPwJU-kD+hez(&*yC?sWblX-rl9QPpGMP>Y8&mQD)S0oD;U^or8NpQbyB4t zFo~s-|3kppnEja5K;Wt}aNP^{J+APrN69%`fzqY}L&Ad=@5boP9X2}z_Y-9jhi1lk z0T+HuWGO@Wzt{q$S>0+QOg_fSth6s05S{)4X&S|e42K&qE*-V8XJWr-l&SSZ4Ago6 zPF3Z8HmD)b;)jDyvOiFhp2On3SR_Op^s%&HXQP4T7~RdiHfn48h?d2YsVGX+i2k&& zGIcdQ;v)VeskvY{8b@?Kh~}L=!Z%^kaw~w;fZDl_EmHDUbt~%1%G{2aSB{GmMHAES zYxO>TDCenfuas&|b%4`rIMz#w3_(;LYBc3$_tpT}iGFZ=b*WCX_`pws@p z*317?%qC4~I5IL?OTRgX+>SyG&Jci_{ywSb)(ZD!jeEne86InSpHc->$jCoge0hIB z(nn+}s!YX~rzlqQ-gZ-l zP@7j03Nt&G$Ey-p1{QBcxUlMExXEy02x34hd^KVkdxS7ELNcl1ga`!%bb1K4N1uEL zG>Kdcnn|?hXzGW#_xHt+!|ykDBNF2~C$Mrup6iRhl=<&_w#kaWq0#A#lV#OM&S^IP zA%KO2rB{S^u!L@j;gB?t`7P*)Ew?yro7vbXxd$NAL2r ztg`;BE3b)I&(DkS9nZkJDG>(;*ZY89bO7q*d8;3QUaP#*jU}>E)PyE|py-V+@^iiO z*$=}q>{lFnfD)5fHOY_st45LY&{@n18ZJN(K$_O{di4Lb0IL@`uWd$Y6Jq&bxy3+` z!N>p0tH6I>r+1?L4avh6>2Ign_4Je5U2BV zoYT~LGWqay+zKXGdtUK_Ou%NHWCD9)z-z-wMO6eq=u?D=I<425-ES8nq%lTp`QB*I z3ySKd_Vi7Q$$2rUSKCA8bT}iSQjnkD3#al_ctLoJD+kFX(iaxIEZtuRS`kP5>fk#4!7SZ6GQ+GqcpxVPPeX z=y&pnK=%k}rB9r<;KIKxRcUK6U*_UwD0%#+m7Y5~ zZ#>2cpcyAldnLvwRlR-_sj9>^(6OKd=5I*lKI6PUFXJIA`@dhDbv+#ZBr?d(>x@PN z@W!v3!!%m}8#gt$m3MY#=H?QL)?0R~>grA%PNX^Uc>9oaomXy7sFLW~jooXiDeK6} z&#A>=@uU<#E$+d(N8^Ik+811V*4J)c6tDKQ_T^3zA`}lAA=P>T<7o)d=%Up6H!%Tj zp11Xp2$%DNAXDQB1vx8yI6O^>|`TO_R-;V-zBSG1fVQ)m@ka{Qf4vYJf8c9fhS zSpH_US=lqf@`?1N+p4W<7ts#qRu;YB+Z4vqdF1q4X(-#LB&uvnT;N!K!y^im_@Xt% zIpiD6sOc;)jW&V&zEWgbqd-J?nVHq(7_r&!up!OVP4FBTH#Mm>yCclx{Gve9sYU>Z z%Ly^5cAZWuv+dGJMcje3=dbe&7gx=LmEfzq3z94AA*PzTCt`x~Y8NFz4bf~XNp(;# zlu@%2Rn~vCVE=eVDUDeP$^#H;(+`$0Hl5p(j8;~U-uBdP#EtEM+^J7UZS0ixpc#1`6NoO)N z?5N$7ftK5CZCSe6Pb4dV2=V4e!WTeg)bax}`h|jmLho|94$6^SNk|ByprBwA4U1~N zWV;W8{nc`oC2XF{?$xW#t*zAe9SUl)&~bAclBq~IKVlvwnidcv7C;)Aa_PFi9u>8` zGD$>eP*2E$<|+^B)ikdhxLvTg9%4i%#gFZ;*F3{PS5X<+oNCd2O&#oi5oHxMasSux`zdxz=Xm?<}o5kLvwiWKpxm!jPZ$CZplM!9v9Cqjk$_grgjgp8+lwq2dB4BIVX9Mhdfq z0Y#7@f+SD~WeYH%28=zQACP|CWk>Cj7Q&Q#SKfXV?mP>Hf6c7}VFSzG|Bwu|+yB&P zNX$^Z+E3+Ja+MCYA9#z5EH-AGv^%!GQAYhAWwW*8F>X3^py4&+5--ZzA>T$c`Y@eP9sf$92<-nt*l|dsRj_7DK4qe!9dmJ);(YQ!LK+y&>rTG?=(I%#ooF?A9cC# zeo;Rc?F#_j5X`PKgdn-h3f!KfdE6cs1%N5w)1i3J>XKqK1eJ@oGh#_}Q5^6`N?B== zms<`kpIeG~1B^m)vKMONJ&bGP z=OtTx<-~a4A*^2WMEIm-q0WX}`9)Gurb65G$-e}R7^`yeqe#1|F5MHV;NZ6|q*nJK zp<{L!hsmgh^*o<s zRg()^gm3EwV4E6#TOciuHBKYX#TVXf-aeVpGhYv0vOQNH3wb|fZ4nUOF1pi5DK)fv zZ2zv!ts9OQH9DA2@QkzBeTjp%VK@#=T05b4koil7?(+rk`#vKjE`y>^FI8&Jq}N6a#y8G%0Y;sfD$wIP19HF`dGDJ4JDu1 zRDt$sa&8O#UE$mA6?1M)jNbtr7|C}j<`Cv!mbntTqp2ghoe`+O^v;10Gh{^3l^jd* zbGBdNObc-s2~Z*jF)0!WovZ58R+d+?9neXaE%q(JkRgSdzK-q)_&Yl>Nn}tlV+E;U z`PanW?M67^-mh_jmT+BPw}iqoveM!|hfJ`?G>^IlZY9RNWSdUqa(cR1J2KaJtm`i} zX*iq*hTzZKg$k-`5b7q*mB5X(_Sso~+uVK`eZJ{ZWITtG5mRjnJU_g3i3;z}jfV>q z#b^HYM}2L>m!>@e)}7bNY9Ee{RoI8^&c##ho}laFxXG%`9&2T01$S#MOIC^u{_B}u z7n>F2$PF9M=#L*5xLTVt&Dm1b6Z@sD&l{Gyy86GwL?qOM&c6x~X;CFKG&DBR4~H)o zQ+KoHN!(HXdB~t{&TnxxWZby(sJm8s`NwJ(kb zMd@)Kl2f4mpo^7(Yqr7b>pR-{TUWX$BBN`gBVnUp#Gr&u0z(wS)QN|G!TM)toX=FU zz(f24s=;lv9jTgVTN6Zuh|Z*z9NzhC^(>?OJi6MFWTmQAaMzY&4qE)KVVU}uo)Zd5a? zRuiAbBjn>8ThVHiR3%Zr1xqxMaD|LjsdkO>C0|g~C@Lu1IJog!1zU}<#?Er$Zol@c z@4ou*Zi#y%!|lWHc&gnyR3Wwa7eM~8c4TgCO#>xKV(L-5wb9`*{DAkVXL=zE4sJpW zJKq0i=zxh1&v~a!O2<{;_3fC9*W#gJ{qx~s-Q&DN_G|}mRfS{43n)pM&8}t4`VQHB z`|Rqiq%0gb1BmLcySM}pT;JZCQl4hH6FX`mV3Vw3gd5O9a);MEwoE31SeSod{z8AD z5B5il(PwJB3?d5Xqg>KtwOZzvkO)<(uXl1W(XKOrbpYD7`jO?p`HSXqE`Il~EiQ^W zH<~Vd-0JEU-tQ^){^o(*R;kn)8BL)25s_eDD`s=_!aoPvN&As%I^`DLHagbA$l=Cs z$e9$s+Ja0fm&iRB%}9YrF>GufmKyd79dkDoysQTJyt=OYME$~dV!Nt!=CCzWv6QO9 zjKKv(LYkE`>L2P0fV%F3-`;&XgSpYac_)2PE;idq|Dlt&w;OJLYL#1F5dmxyi15Ef zYt$&lRl6xIM+hZwL?ncPj@FzE1PqXV{8Ca$#Qau&O4EXE(-lKOw0y=l-Y@(M*6%KO zLUxTo@jzoWt(FxG#Qy3%bipJV?r^1>^$johK2w1adf{B?U{(GKeMQkltRVE0=+0** z7@i+SKs2J1hDL6Tsv+aYc5bqsXd4;NglF06J6}<5ur)Nfl?I`f*=WE+L^HeT{Z6Iq z?%gca<8HFXbY8JFwn){~TQk&(?O-qc6W9W_^K94sf7s$*XN>D^+_iC33-YrusnHct z3Jxn(wGWog-g=`}arOre5DRa4i3r$8lh%_3yiF{Z{AM88*0(=|0gLUrsqLNMAJ~+( zR7Vp$w)StiYZ+AoL4&he8$Z?6H~dHS6Q2~Yf0*_U<|d9j7uUq5&G9@rhr)%Ld<>j% z+&mzwKi>*&vR}cPF8Xl+0cZD?Pj@m04=xrZvp?>c1SR1U=DGXm1>$6ExfKfn@?$_! zKme4k^O^AL$>;0HlZJ~c?eOrB7YzK5I@4@czb;9fr!=E&##iD{&1~V;FwJ}B+9$SM zj-8dFj8J|gAD7K9e+325yThJVCoiqsC^SX^Q5`E>5g8FL_<(?JRMqagslIRU;soA& z3X3Wb;w+fkAMS>UqW(xF$GcuhdQ6xB~VdZaEa6c2;jSYyP@!B z67a)U$9k`i7a=!8_O0QhaZ%qbBcvq?({M-v@e#_DbD<@6Hw&KZw_KhGnsm{wS@5C5 zVG&6Pq4yKJ&w*UB{-305Zex${d?=e28@ zy2AR`E9iPBbE1y1Yix9K(L^GKjhr1rO{fr2;hatw%eny{@L)BjM_+EO6M}>ApIi2>@*mt_RN+TR5ld0`A zuCCZz`|dz=?-<9-BZ~t>B3JV%6_n!$C zMfm6?-KVn$;2HoO4jb*YVKc0Ax-S6*Euq&&0KYfkA*twS-NJRjMnM%2>boXm)Cco? zv!0q%eKjs+xUJ~S~hsMAKw-d&h;8ABgcN(mq!t0<$m&m1_}Wd z8gw>KrN(pYwuXYAlWRnos%Dk5U;;JeXShb_f{oLnuUaaNB2T3#W&P7K6pt{3Hi6m% zXVQ>Eu7ep%)kI)puAp)iQlO7~2 zB&o6*R4zgz6F7BW-+w_3>P2~jfmEqnalP?sE;pPyTu&?%O1l$EkRMXyCxHC=-VBKW zeyDoaAGIE1&Gkw3s&=mw$IE+i_KNK~x7#ohM3)hq*K(=S7#Noi;E3<&THEI#-UkV) zNLW~7!Fb-os|}VER8)o!rwck6cjfJM2qLjAkDYsV=i+ENU3FJDtHv6g3KNIz&Fr*x zb`EwUIYNqM@^mi5qJE)v$P^ZonB;IwOgnxs+f_aZz2n}wqN+mmq^aUE`E@7RLcYTX z1j9xIlS^~;=E`TK9-Hls6zQI|${|NTgcTgOh`^iqnBsXLzE!oj{^?pL??|k`eBVjS zR#vpFLCF2NQ}~@tzb<@P_)84+J&-)CxSX&eCu80oLYF3U|H)DdNaM>FQ4Xi@S{Lex zdbg|GF@5p_A53odU2WR!g63#wVju%V1K?uy71R)n6v2fnCWxA7U8JF7I&g6EM+>GJ zh&q%hRA)Usn95Ab!SYe4jU$i{k@4{%C6~y~MA0ar5Yh&mpc9FBil;~;VFt~a)6vm~ zlvr4nKa}_Hjiq2bU?Hl)QneK-sz`Zen~roul_6MOF}=&*?ZlVvxmH&G93;##)lP(8 z?%;V5rxZ7fayMc&z&tgU*ri&ymJ|C>q0?qmJTZLgh;{6z?g59lwWDl9){a)DgEehmiz9X&?5 z_kQDA&>;s-LFjJ&dHi$nGm%X)pDXU6c!6GM?y%vSE~(X`QhqT@dtBDlN2RPCLj)dO zXpDk^MXz!yXIk-DF_zhf$CekpdECFVQ>n}|{PosjmC6hc8ed>BiEcr?JpSfezFjyM z6iUJodgm@IORo3Xy}$MPv{AEa{lXX-4FJC+r#aY9{xv&q0fISUlF6?4%_!%wnk}|i zk)tg~m*EWBCNBtWZ@RSu54K!|Ns4v+SRa2p#vU;s8W<-#imu#QFo&wCk zDc%p2Xki4$hGRVa9|!Fadou-1W^c#%NDUwB(*wGNpI@mq|4_ zvvoBsWhrKKv$H>lG)ngSFPY1?iV9x=T@gZZCUeG##AX_lIED`ZptbxEV?Ykp-yL3Z zc7y-Q9KJFrQmEOYd?oGHTPl?0y#O`sTu(&gfdR$%PKAC2e06zM`fEKMTrGR3_M4z5 zs=8PAXS-{hQu%^^iL-oQU|wxGrXr>atEXE*|2j$*e-jZR;jP~B+gw_iXpeA?zdd$8 zZQUu`&|;=U)ID7mEE?sGne5H(8i0e!a@=W7a#~)SsoH`f6@&_s4x6#Cwp}_QfvC0S z4@7C7oV~Gx?yv#_66EOh;IWf{*N@Qd72%L8Ry!y(vXmdgMu^FV{}Zr@ZW2% z>BPkQ^5$d*28K}S5J<6A)jbCo*dL3_5>L11vF;WhQZlLU2Y}hKF6=Cu;RYv#*J;hr zI$X)ZQXKZC3o<=xzNW9M+Lr4WkPWjoHgIG~5Jlb}A!_l$CvD5o^K)=rSqUrb&-rJ; zaZc*CY;?Sox1>--Ez467Ei-!Ha%`gIa*$K{g(83OG2jh{jN?lp4^(opWpv?rDVHW( zKMFV;W&AlzncjKLS-}#^&uaovpft?rB_`tx#?*!tJsWlutDKQ=9)e4g_N`#iO|RK!lcgkB|R#~cO#>TbtRqJubPEBb$fse(Gf)SeeAEayk2eU zvO=4oaA(nuL1T)W9cw)Wvie;b%Y361)&)h25wQh7N|+=eAsC(U=oU7tl)apqM%x?w zN>9ErV@_k>m&d8OGIJCMXl>h@j_C|4yoIWTxjkeIZ8Q&mb`eCsjf)Rm1`3~fc4!FJ zXL^DN06y0q9&{pI0)L~l?CEIS!3oB+ae zQ?$97kZ~~>i@2^I7%{&Dw48zLD0Z|qmk1)b{xiIG_{QYX#6)_n2b<}|MtFfW-4y8> z##LElr4HbU=mkFP0?gcfSs77Gy37l}hxGhR0~7>>ugF+bEw-+Gs=7UVUr^E9y9o}7 zC?^Q7_wUCv{Iz*?h=?U-W!IOlyowcNqWs6mk5Mp@-?DjFWJi}!MGAw1mDpWq;f;;$ zlr%6sj>dP4=+ppLlJ0bNJU+jI-hD+1womJ_1rmBIpf23TW?|c2E(~X8qnIZ zJb&^)zo0~~$xqSBYYwp7SOHUV)|n2F6l}f}6~n63X0oh*=X2Whx@8BdH#h4#8j@=W z7Y%q-rMvv5WYPQkKi%wBW*7V>^8w$(m);tTA*8~edv*RV>=YC{w?$MPeGumH zJ_*#mA$3!asSk#8>GadC{y-7nxIWCWtX*5lSyGx^5a}53o3SYxGs)X9$y+eUnKjDI z&im#+F*sjMk9N|TTY30RCF6(#oYz+u7;ThBqPCRh_%iG>Kp?eNOvmE{JoUSHZS z8DlpEEz9{EX>C29Jdt0r@J>PG@5kZrj87Fu(}t`6(5o3c7IaOK#v*kpGE>H76W)h$9622B;0hintye6YkjM4x+_rDp){?A_3qT5}H1)C-H4@7p0ANl+toZtH*Aw zpHW!oBX?7DKsL66I{!&WcrX=R2~tz9K`)Xlzm_eP!>=rrg=`rDWvQw6IniPWJYl@h z{QR-yFbob^%Y*eQvtD|^$gFn2r8YP?e|4b2(DviAFKko1Y+P$pTMeZg;7zUR%u0vN zu{%fWS~M{j_VI>Mq;kh^0!*i?UCB3dHP&5Qe~ofiwnycd=@jD!q0R87c*A_GsnXxd z-h;-1PWhVkEP8m89}XQ6ART6(J|7_6`?Ye($3_d+M*eyp#Dd~Sq4r7e-*TW8(hw_S zj4l=Ea)p<^?NMH}%$XR?;gkWlWlAw>n0? zS`v5@ABqL#$OfG_%IeGdB&Ioy=EL3e!SnnhVn@R7UZgi-Y;U9WCr`I%+`37k((r6i zp`z?k=?fI05?YKzRRMAB*o5&Yd3{k}sq zIA&mw{BLjuiiu*bZW|2E@E-h3jFZChO+D)dgP$z9R`qiQ%7o5KQx`H{Df^2`Voo-l zdetlJ>k9)U3ULU@x$uASynoTl)`zNTR*)MeIIebt`|>w|AaXCwad4EhX+8wO(xz>I zYQ@L(K3!aBsc4Nq#~>7Xh$l6K5hkIbI~3Q&)6|(Do?bLQUT*w(yQtO!y{|pvp}L}O zy}YzftJn^WcaSxCOIS;Zqc@(mvvjE}C~vS*n^KMx?0ZhW!5x@XBa|rE%|ABNsVKW! z7q(9Ze+c%06y*o|)gU+l#KPK6$Bs3INACl?2NR|tU|y3{Lj!kWd|%GXT?-SD{|X`^ z?!eIJ;75DMll7&JJsW1A3zz!lA7Q>`kdt%n?!}6i_j@G>&JDCKZI@y4ggB)|F+2(Q zc5lB?WED#XJQ$sme>K1)o#hK$EzZ)ifPB^e{vu2Skd)uy+Lx_}IZ|5lot>H^+!P$-99ZZyWWv@;r`^Lqs@x-Ux4so zW4QrF;7C8@HcpK^ZTX9SyE}wsXI8!e&5of+&S3PI-gp3rG~o3gl&+|9w53#_4E%pB zfHQo;2vqzxF<;LYlJ^VSKHiC|xcHZvj*Q(&Sw87eo*oqHF9Z~P(8=0!W2^G@<3$Du zO2H(wGGINzVW5i{QNP(!BcP&u5^|axYFIIThroOqr={kn^5eo`q@FSO8QOlDf z*G!~9GQ0W@hsqf_I%Jk7WBUVIx=W_2CXQ*l7ev+7~>>r$Q~$vsA%y!gOI6nTgy z9A0AU8Qg6)PB+(;xJ$po)c5Tbrp*7I0rnRfI;NPCY5csIMKTz%FfExN?Nx#w$w#{E zIA^R(LK=j10J}!=#Vq0JJ=pW@K&nEf41y0bBny5b8jN-h4s(AXe{$^kv^~f_XDsat z?L1C4-Q|Uuzk&$#XK+ZB&}6l>puK$@`O^yWs@vHrUFB@hulba>x1h=R{^*T*!B{tWu>xC3-d7so*=><} z@~Od1-?YeR%lq{NH#jW!c&QUtv$W~@eoF3ch{VT{^%e_GX}3t;wm2yhDsLhHO7X%h zJoqT@2QwoEItl5mh8Iub=Lvx~aWUV!ki0KAyApC?9CqfokCc|nsPp-21to3axY>Rg zu=#dh6z=Isko+QEf%yt}+tpW(96&2sfsVaBI2nolF5mSaVG!$J)=`P|( zxd5a`AAz3AE%A<}t_8PXwgKek7bqfl^NR@uamNyj+%qgz{*PKLm*ma=!1mqYi*2tI zodj%tkVLNHN)ehg>}4H%addKCF@v<%WoeZNnjLBVCD-g2R_tyU4gJv@qEcekI4g#;GYvxp?SC5&XGAd2=Cb?%jb-}(!+6; z+1Ebr2Jj7w`dRP*6%!M-D&~J7)_Awxc$DwMo<7DMB4zumZO;gV8{MBu<3B~^eV>D~ zL7@JC3vB;eS6YAkhA4u7_~N33Ty=N^e^U5*(j&Jb-}rY(&aFM#sf@3B6)?3uj|Ju3 z2FW$ctGOXULh|;X&frQ*bVfG0LrhKOy%~G3cE(cma!1w0eVwH{I+GL72DNBO4YgC; zLN1xio3jS*&jSH18D?ZtrKHCDsSxl3Hzs|kot%8Bw1M0Rx@2$w{yxf=U49sadPEKB z4_N=}jTrORRzN%QAQvmVOrb)CQj9Jx5O*q4Rh$=5|1`IaAFr1c-fn44V|}Z8lJ@z@ ziWLa)&7olx7u5b3Ap%d%T(g7;=z^?dBO?EfG81M4x~pwV(jv|Ha4q2*5G=LPay0ey zO2a`wu%4ALfIe4va}j~j{x4}r-Og?}sMYWN-GL&IWvWA_k$jb$S}O{lJS0ME{PTlq z<}7$KyP>=xg2VENp4J|aTwL?b@~p#0L}N?=2mMX>>O)3bEMtv)8XlGJ&)ZUy)YtGt zLMJXa`?;koJiMu_F!&S>2jjUzOP{V+>gN&^bPPjx2}enZ3Er?s>2xmIlY zcuVJDEf`R`)?C^c9pNBz7<^`WXV~B^-lw$DajkP`DqwT}kS$+C13bPRI?>QrQ$j-A z=9jv5lFr7A?K`WUGpFFaE|cyain1$xDWH_ndnc?CQ)wR2@u5YS@!2a}e~1*s;nshB z(0Q_o89k!&*QpeOI&1< z_5O4D-iPz#=C5&xI6SFCpyJcYjf;#V6x<@@E(@%^^OH9MK8TOF%t03o4GPA(CJ%hD z9(X?=`1j#o+W`9q2ssuL?q$+|!#IEwx7LRog#(V~W^TW-}Uyy(aRoXJ>(VF8=s9SFbS|2NRMq+s3MlN8&2>awH3SNZx znwE{NSDqf1EsA%2V{|`UzB?h4^=7z8?uq^dFNk~95jl?H%OcrJoHo9|toNCi8O*gE zqW+;UL&VWNv?9A4qp9|7#?_N^|-ZS&e{PJgcg8f2=-gh_=qE_@TPVnG4c z4F+9tRb#b?s4{xT=l$>=FbhDI^}UB=}f{QCJaYkHJ%@w7S~d-!KeA7pSS%EgVFRTx@?tF1;Z zd7BN?UO*5`f)Z73DI#Jegu2=O5vB)k?-xERbD~?x9YntVM?tP1TpDZ(J`yjuZZjZM zXuf)TYc}tZp(R4$y&E9|5CohLTSWy{NEjz>O1Z71ykKu22s3LZ+dBs+nQ=ycXOP$Y z>Bm{bjEz-Mbxlm5IS-dT9O!Hpgs?kJV>F1H(^A=b!w&5d89KP@!|#%&p|nbunBj@Q zU|h_Gi(g{k{WWz*$%7I37{KZAF8wrDK0JV~>x`5wU=|1lsd0v=aP@zNmlA3MnYl;D zR{@__+ea&}_)Ev%c=|9N6_VZFR_9`}DE&O9OMhepa3;9;{Qp8{Kh}~^r~^4Muhacl zh|D3{PMu*7)~@*o2(E9(6m5&Wfz@AFZ~SB(Kjd6p?IdHkVVg8mP>>1@(~xv~`Q}X{ z3GWEUDrI2c8DR;!YZi4z?e~-iqA+Hpl@`}~=Hyhb@qRV@%dzM7KPizYJIj&sVnVq? zVT0AoiEDMPA9KN=dEXg~^UP#ImW~9V?|{et>b@phUZv#tCyjO7xeu*SpR;63#CV$w zI`nUp-M~P$sB)6eT#d{m3$h!Sh3CzYe&*W~;rq*M9XmH6A}mwd|az9Sa7E$U%r zLjxI0N3NoSJdTd%`3(zRa#gyR!5VOg$VhvOHBT;#ufuG=3#YAI=|^ii*`? zgme+UB(~M?AwGc6hoSccd8%k*e)2W$!ExD2OIf);Jp^)5E2Y06N#)hE)3k|a3^>4d zv+8t+rT3F9M)KHEGCI&PlamHkjd1m=e<#vGkdWyFtF|OfkFH&Wk$RDmGugeSgQA4= z1<%28wI9im4anGaMZ&b{ditoR{*7+vUkY!l1N3cpFCyqnptz0dBxJ~h zu$YUva5hW~X?UPwUaVUO^fXRehkhyjrG`Cv{4N>C5SL>0xigX8Qzs;kG#n118ug_m zU=vF`ncXwZuPwF_(^V8ZXvO5vd_a%9M>@OO`Zpwm;~Q&sZmujop#f_`LZ59Tn+p4~ zXZ2KF4PWSvVj{nnSQALgK9cK)Q`4Roi9mtDZ$+eN)!+Kpb$j~sV7qvLIx&KtL?0UX zf42ZZxbFE(4`eg8vgyMQOR`4=N!(oc4<@P`v^Lr07b`@la&mus`c5Kc zn@|xT;j=DoU9HYjh7UAO&$e#I?h_BF4ZTL(yDsyMMNI9^ay8%9BeWhs?C?eS-OE8u zi6{6;hu;(TJb?}6;^WXHRp%FrU(klQgjkod$$}38Gl!%DV zq&nJiTdBYx+93p!pXhcoG?V6{U^CHOpN-(wMk2+uQg!1g@y&jS@BUzO6%C5WjCz1g zlhi=x=A!R#-$6F~ki{)FDCo#Jkvzw`{jahONpCIQii#}+9Istp20#3mOz$7o)?3+2 z(bCbxZ5z_Y2VXaLQ*Ku4zeXyx$z~T>85^QEw}C9AtQSft=s}oY)R&8i(X2t^<1z&G zKfaNie-P3S|If}p7`Lv@#3Tz#H%hi7Exb1`kYgElTGuZy(gC^MSmWqtTR)G-?tBRy z&Gyp=O(>YO0KuJB{ah_vLC<%4;O*Uqo3WD|p#ZA26>YxSz!_2{SjvR6%Bv5hYQcmY z>9DN*rb4eMamg#3(M`1r723~dgHEb1+0%MnQ@G^dOXY;zxG)Nf)(fjQF@9fPiM}|D z$Vp5De^jeQw1`DLM0bQQee-Jk@c39O-xro_yZimRv=c~VfyFrvZu$SvuW&+`Rb)`^ zAR+0XoFms_VUs@Fssf1w4?oBi5&n+-G31Z|cDt&Os1d|Ws+lu3RE(e_I{P@QeQ$yq zHLS2$*0#NtClDF}_M^m6`VGu;v-O~ijh_%OT9P9o+NxJLmmAJpOG|O@-X6FK!U*56 zp5oEZHYCM%yGUFyAizNKaEn$vV zza-LTf^oqG{9L=&^@7+-&RTv$gk5$d5Al{553#5Ul!Hkb>cPawTwG8`MF^YDDy%6; zd0Ta^)f~E;-}TM}Ab29+>)X=@=-(g!u;?#v9WN{H?P369Bd(viJe)dWf#~XM7rPge z=0X4|2}CxhNPG^0!lJ6enj4|6d^E0VH4WfBgG(1en@p}tdw-5aV7dILGqE;VZ(gII zP?wRJVDit*Yp=lW81Z4TL%l$)Pg_liWj36)OY><;Nkd!TZ#rw;t+d-StI=>9jE+(h zKnKW>cZMj$^W0(o2hw>)j>X)syO)n#a{D_U+yCltyv^JG0z!Gbh7FQnMz8n0bV*GK z4zFuPQZSo3%U0UIetN7g`ml#YaHBPFPSEiP{Ie%{qU}h!AC8@PV@oNWHq+7-Dv%sB zFz>gyQV$rH&71&UdUAQ6ZJ6q^JbQ6k3O*!p0LiqTnQuDw$v|A3zBZFc#bL-w1UdA# z-dUJgv}>i`dXOhWQ60q&S2tA$*^K-{SIHYGaOzIE@!W^{f;2;h@c#{-ZYg00V z@?P~~+>qpRXCPYuR$-t24%AnG2tSJUcvRS!4gel_2&UluyDgdz8&a2tmn1Im+|#pQ z(L4~|lUGj(eyw08q!R$uAnN+;xNrZI0wp1ll&eT0|NEdr`$I1zH}d06)qrt<-s_dk ztid5;2wXr`Wl>i`sx752*fzJ~f-C8$_^O!ftc1Fg`@GAf!+e$bQLApq_}gxtjEXp< zDhb(LQdpRdS6R@|?!e7>CJ$qYS27ep;<ZL6_ut7)u8jT+mwoiujxp3nE4-%Rgx z+Wyhpea>F{Sr68Ry9@~1H0&cwO?6x`v-e?%ERq(fCKtYYu@e^`$GdZ7%?xX5%KlmD zgPd&jbSV!MoY~bEj%2ECDXrxmpKcJ`{yx9F>3%&Xc8%kTE*%ShB7FUql6gI$LVzaB z;!cHYKEpgKo_N>R9)=3?8GSREc0R3G`SY~9-F*hi`(L-G*qO&CE7wNB5Zgh;WMZ@` zs!?lrvG8}&yrtgz-TI^bq?X_P#zarx$of->nH}@86|zkJWOi5)W^it0_^M z35`|Pw;{-R__b+~(#J^HT%I7rOP$NU-{XK>R1c@EPFyd`;wU96(X|2b7KRKYA_*oJ z0_~ELsf@Vn4OluPWyCG07Qt{p*{f^tsUsQaUlpBPSWZ@5MTxzk>^m0@Jm=8A1j`De zS361y`_hU!ME|vRxZz(WYP67BtX2{dxO4H`jif61&_J)jnFWw*F_qBh$`{4L#>R|@ zh&INddrFD}eBi5ba3~?$SOaa}H|=M%m6ZSr-WT$gJt&dh5*Y_bP86c{MKgs1r_7;e z^*|_mCs~R|GxHl&I|k^N?ZIya|1qs`o7M+^-(NHFu?NLgRsi?TUOE5dW%~wy({-W9 z)|$EP-umO@!3cxW&0U3(%h+GtxY;TS+BG_vIO(s`z3Sy_vYt;>;K*?L=-8a0|Nd#u zFV+xMSiK-8S0MC=K|zh1fATtmo!4x|F4&v7N7-nyz{>2%2u!N+@c7I0{&F(vLj*V} z?7%H+y|BKd7z%OAl3;0tNB!E3Wx*&mgd4fPJ8%nF3ls~1cdT&r;T7;4nNL0sVi^RG zTuB`jow?9D46>OqyJf~S@77C<87v`v4B^ke&({Q_HC`JIXOX&wo^p z8pX%UhpMdSOLKiaCZp6nvFDje8woI-0KX%KkH3lM=xa5o3iwbm~UpX!@GGL%mp_=uQ%R({kYr6_p~~a zW8Abj0(@}HC&bCiTJ?!j0k=F{PS#m;9TwsAf28)2xOTiw{LwNK4eH95T z`L(d&2MjU`7PltFBWBxl;Oy%o0n8~8_8tvrJa5-N5g(UFDtYP&h6tRw$l1MNB#Xis z>ODm#>ab{x45M->YY?0e#yArG^Cwz_c<{n1Cg^M&+R6qfbLF=Wn=RVcy-|W`du7&N zPSr-De556g?NlOyXEM7u$R~w}2jjzEuZUlG*019Or0-+7JpJ8I@7Dl#4LqWYA=_Lw zP*cDO4h|ll`5Ce&gpGD;l`FrEjQI?l3eLeKniI4PVhI>dS@+S4)x}&P8{ktlo+|1%mgfH~VhW@ZR$#3N6X+zv)&hI>6?%+d3 ze+dDi)$(t<E9b-Baj?a3lxtdE+p3rXcX5`tWcoQ=fy!y<}oK>aC)mjEg34)T12se7Ljl0z8JQ#kEEY zRF&MHhDW!@O7W~b{;UMR)ZB79Aqs^vZ>|qZir91Bvk{vlHaYj@Uo@a#9 zQv;{4m-it3I{_rX@Qfo3C%1k6rxBKrE%Vp9q!8gxH5#&{-~)zlU&@_<#-a2p?hrBR z<0fKS;nirFI~SR_>qd^1;te6fDS~7tT4&#SkR&C;PtpDF%E6YngOfH1piW1)gx|-U zoa0gEW2Nc5@gvQ%qPq5rCN0bL&GB6{VgX%tHew`j^wZWfRt&w?Ev#*e2-Y0?2W_s) zZ0e72XdN5dZtt*xpf70hGd;|J={^)k)L+o|aYy}30kZN9g$wtiWh%;DIf@8W&K z!d|16Ix(LJ&gGK=9&|jx5NUPVL1?HVWGblmKXCy>prhMX)tW(M^SWy)f~Lh{ z1`Vx=^SyOUxbGB3=gRWHu=@iidgytPXk!bvT2iN7XE^SZ0DR`;cagGq@yvd!SGkSq zx7s1|v;E=3qj%PBIl-8NGvm`uTf#6=5?8=Qw9v~M z_Gce;%Vf|ZnU4o@*p#3=i1p7P6X_u)0DJDF$yIfoJ!%FJo1TdsOhg+~0*K4NqIom9 zXC5WyYZeX@;7dVjWCdlwYr%rK^0g@B7IPV@fm}wy1Gv(=1MnsR&y& zpG29#k5{Qz@UtRf{8trSlUAmhxWq=l4}Dxi7dlTmuK+Z)IF58aTHr@y}j z?2XfAWU?oht!2Nw<@rfC%r>6Kni*_esXJq-U#J5D)B5f1xjk7bdQ33+FEw9YH(CmP z{hWFaCZghXxx;|e9<6GalRmuq`afy;@#{kpFF%1xDIKTXG&S4gH>p%XQN|vyu3HZC zV0d^QM$NxpC=i_Y-Uw7i)Yso*qhT}|nKO|28=lcMCbT3Z=X?Hot2CLgr(s~Qwt^*+ zf@-3tvjLy0C4ugM6RQYFyVO}1vPj(~6OGTv6>-Kb>0jLst6U~Lb!*dH5paxtA?{NW zAm*cWj!plNr@tWWR?;|5iv~Sh6NjQxt)Uo`1|5lzQoU*u- z#vO6tl)@djH04@oX)j%#czb`>{fkD2PIc#nQ%#Q(lumyF1PO8yk~Xn+J>y;3|5mu> z(hLCsdv5jy3urwm)s;;4!q3-v;!jV@hbR1k&(FhsH~+YV%9k0k5SXMW2!Wf z!3B>EcQN_uzi=3)`zy#x$1GjR%$2EBpQ&T!r$Vc!knPznMgy*=HxHnna&>jI6#-9` zyvhfp_#3M^=5N4gAZTfjvx6jz>`Hu_`ON=$0dSudTwQw(()%8_d^pxkfAtt!30LL{ zm5f=jXOdIsOPU=R)@y}X%;6B=kA(~g4Uh2|9v)dw*-N8-`~zK-xnJt|rjP9bRE>Mb z$ex&Vwc?PqotyTU^XwUw7efRDd<9B>GoYjqOAEs#04X42RjUM8XlXQ|9cd}+3+n;v z7SbzqLc)r;{>5B_V$>N}J+3?C>gpe(ru5UY`SAdxyuqN9MbTQ)9|Ab_{_w$Mw8d{R zcE3)rL7mpZzE~jVYQjP~{OExW%&I-M_#w(w0JF`MpCQ3lFYYCT2l!^>HuL4)6ZfIR zjEtnSxExZ7&y3~?lwbFulGv`6lmg}iXD_Hmb0Bt;<$;dp0I*Vj`y(A@=I>ZaOIuzC z2zR3U3=@dcg?fC=nPK42L=tA}B((y;#^(`TFM5a(e~-{WD>sjv(Alf`9hVAnrZsvH^kF^;6ncR_-p;zL`wRn)$oy{<3x^4 zMlx%7DsfH8#PMeQhACj}*lc;;OA<=L$~|z7nW0`;@s0|#WY65#gO%j<7dTn+)q7(h zGXKO{B}SeVfJ;~zX{7nd&|^)UtG703UU3yEvavU9q83`f41m@@VC+e&gR@CgJHxVJ$(IOC1NEuP_)FN zPah>K^?S}&)-nZrV76P!2kce zJB^bg_~Dwrnf^6%Q}e%61P5S;=*;~3b@DebrHX_$Y6}~y{`--lL2YI6%=#@4$I6AR zwZlRrT39v&D?v8WOAhJ!OG$^QIg+| z03pwfZ9YVMAz+sAba?h@a&4}AGaNfkr3{tU2_2KQJU5^p)bwmbEOFV{aKl*%a= zTA;rrfGz>3l2(Ha)^9Kq2)G=-Q#kKh--z9?5Wy4f{O8MD-n^{(1f<78wv!ib0|B4G z#;T5=4gqjL@1&lDAVT7IY{yB25bBUm)us_w5P!o9K?(=)ADDfa4HC#$XBCAW+)D9- z>|v=$X3ma(k_ZgE6Oa@iC*^r&O-f>&`Qgd9+1)`$+d7< zFpoQqcYOE}gpwFyAVg|c0H)okV;$_35}{e)>2PDZsFbe=m|aQ-2FPtU<0 zJum9qZNY$0@YDWZrKgIQa*?@wRZ>-$i~5-bH{4irLe`aSKW?>OrcffGGg^Y%TIOn$ z|GBMBFEu-J1(*Dsh$;oO5AL55L1M+==vfK5hhO&7L)9GyR;?v+YsxwsQ?Dlq8t(RIrEH3NS0g8Zzx{;*406HFjbrTCXv=V( z_mNjPCb&)*dwF;~z5udP@qyFWC&|cHR&C|=<^HI^d6oy8EuXaTbh@D0UPt_&+d$?z z84jn^>q#y!2HVPti`nheqN&AU_b7h|AOX0>&9~Z%y6caS2PNW606u4{rdpx6rnsi| z-9Z#0<}bu2;D6&B&*)7IMf9?mCAU{lI%-eB%p09JIMQyUHmnO2GB-sl{8zIjm(UCU zff<5?+(G330&m|oP`Lxxs%p1HG#0)3x|-z6NSUrA+%I_Jva-69)7d+N%H#$VCfUG(5>0=7y*cz+E}w+6whR=^!~MsLXqH3ue7@KP5BzKHt+VAk_(nZ z;$e;XuIL_l?dw%nNE3TS@jtZTW5r(9j*;98{fI8>!Cxf$Cfpgir9>J&mhs=>xo6$f=+Tm8W{U`?8)Or#n%ikz=8=!E-0#cqL-(&){%WUVAhd82V{a z$Kldd2Ol`j$@H)$TZelu`d<+f3MGa6)1=1_`|@BtT!4_kFf>m-@k@@)p&l^et`uXE zSI%1PX_T(cI5cIoSnY3@-z>~(yBpe}?gc_m*er4m&yGAmiczP+e+5S4KpUG(ec${; zIy!n;T6Jz9D|baoZ;Me__)MMZM2*P;DBHjh36(XwaDmHDE75V&wM|ehh%2eW+~07PR5Io$MLoRRSW9*b zSIB)fA`X-Ybm@1d-$K-QO{!?O{u zy}jTUf`Ko(s$aZ!fZG$@esGQnTik_v5B}PTW{onf$+MC=F4ioZ6(@ZKKPQglBXYNIn}H&$)oIy`nTUELBmwlCc=$zd z7J2YHkl9KXzt#o@M`MBKo>P0`D)a@L6RT}Kpo7rai~ISxc6zfbF)PdB&E3H8%q|4Gugb^-hJ=eyeS(nC|-dOf+`;i4;d^=_? zF+uJf@EsfMP523t6^1`X_WdyTfgDzN-e`qdu;iZCI>^^~`%9WRql6e8w%jd~Y9QEp z!1}wZ_Gf-48){4?{p07+c-9J4vVc`qwcYBhD^ru%)+i}RSw%%e+)=^|{ok%qEosy+ z)_zoQfu1QkI+_YFpeps!r=3eT**xDgZM-XYi@1CxOU9fvliqIXC_l+%(`9ll$#nA3 zFYoI1sqO5&1BM6(3R=WT*3`aX~xMXmt3#PUc`*HrG z=6$?wLbzJ(kw`8b{9UVR(Iqa;_#G_&N_q7vAIYHh?k4XK7!4WWB`Jo}fKct|cBzd4 zzB}oK|Es@${R58gQPUOk1pmwGo^d0&@Jmcic@6{zN0Jqr85BhQj)xo0A(J=>HDxJM zrN?Tg?9AtGp{S6RU67d~J%k&$>jAGGI8Irykf{5_c91=|2~4Jdz|(C>{Cb6Q7$At_ z&`p@LF3et?WL@G1&w#jm-&tC(x{PWO*`@Q+4ZtyCAHYgdzzgL@yMBl=6vqWLXbIZ! za51z;=H*TFTssI8$BBL;K{dQ%RM`V#v>$t|0?hxgxl z62F(o3#RmrbK#EW?F;#rX zkwFL56p-Jk-60yQ%PYBJbZMF@@_Vy^CIcI5p(?+X6Esm8FB;!_a{sgv7e6Q1=hB8U zX4&-M4ofjS5&ORS4bsc2&v1=SSe6_dBT~BTC508_2SNUfG;DgC?Bf5oS$%1Ct}!zv z27^5-X9UG+z18b_;y=Np>*+NA@*px?Ld;4eBGMHJMjVU;3vU?mB z$o|nA6gJ>I*vhX|!OraSFxRSg#_hbH=;Sph{p9O2eU_{wbmm%th*l~(5`rT*e74k; z*I=cD1{K9H@D5ROYB}+U`&#pg@#L6>$(V@=?(9CYLJdt3r4>M@l4?m#IXKJuu6ejG z5hLplr{9KR(X*l%yih~59;Z9bUVtXi^}1vRh1@GM73jO~x*I*vI&Xf)_q)S{>xi!k zZibp(cW}(d(0tLs0vRs`-x98%;g_;@DP`8oPjX?^(ZHuWYGyQ~uR?eU2J4sCBd1Cf zfQz%OGS9^9T9(oGLG;r5s-~48A$IT?=!Sw154U!m->Lk-0W)%yPHNZdh&;`I%b@Xx zgekU0(kkgvMX#p$=R%tw)8<~#f;Z({nP2?N3-Ru)f~^NxyalY}-tgc=&`&kWrd86n zk9k%UoQc+mOzn#1@e8wdGw)B>$N>l}tUA9}+)HXRVM*^oL!G*m+zUQ<395&K%CRkp zG{I=;5~1IJzFIyL|LcCQg^!gu>?fVZ6-J6QRg=a;bCDKSqlN#u5V8o*lQcy-g_!3& zRf0=kv+7ySp7uiACuK9*lmJ*Y%&@MD!{mnt3-ke zq?Ww){GD5Opb0rs;r8c#pr!R_+{e>*Y|qvq`jbaR?T$#k%#4utZsU$4RHb6O^Rb{) zK;SVsQ*{`E9GUx@<$*_$^H1FyBc$;_?p&LCtx4QRjZiZ)A*o6R^Un_g$|_7c!pp&{ zTB3W{L`6-W9Z@ULz#%vuTEfeoN1RzvyD(CHU24qJEw~4bI0(k89Lsy z7xk|um2GfCT@1(xQ`4~C7Q{}w_o_Z;;M6yWV8ge8Ez5FsRyR=6 z@|a!=_D82VIU?Q39v6rO-Ort(m*p{S%+3x#_R zNn9lbO4{ETe0EKqtQiT8T5QM=rvG9S3Jy0`j*>40oUAUr}IWvEUo?LV{Tta|4(RdivPFZ@V=>Patq}b0g$+jR1xn zKI8@fVy0u8-n#GY#DAZZ^z_>h;jkM2Kjh`L0&<;vd8o+{Kk39hgy+1fM zwton)!Qy{4oBX=Fvz07uD43hTU2yY$KQF%Up&Eh{ptD)rX4I8E_!pflx++tRjPzMp zta-*m@t6_`)GjWe_PzX^6%YpeWBPaPVm2q6UW^0*5NpNW+Lf4Lg_JVfvY)#e0v2-3 zA<5aecBrMHZ=j}<%I>I(!Y?qd(#B-|*s#>J52MJ}^Vf_ylA??2UOWrstE!>P#>OVc zlLDK)39v}|J0o5ZE!O0gj&Idl%&j`AD36 z)0ET=DduH)-L*Lx!##xd*5kJ5r;?N8LaHe~RKX{ZANZ&|o+&sh3_Ug?A`W9oQg{_JA8(ajQh(=3rI#-Ew#6bfd=`8hd0|Hk zK#MO_w)|PyL3h2&0@Q!JWGk9r=5}I=&aNaadTEfOXAWt$C%bG=7CI{klxk#Wx4|od z4(`s!cBa3qRwhEB6@|;~2C-xR+CM<*@^@$LNK6PAWk0iX@x9wmh3@$=9)U|Xf?7;JpfW@mAgy88XPQxs0ei!v~jvA;aBw0)zfM>p3-CZ9?O zS1c{wR1vz{Z#x3+g>l@M<_Av;|fQg*#XA^z<|g?o0U`Pl^0lD=9`0B4a|?C}reW zGj^jFbZ`OwP!CM8#u_yfFcjnA$dOkFzvU>RC}ORXq*RgG`<<{LAZ++LK2W7Xo?aLs zO?AUS0mLf8*Q2i*naWBPFJ1B(s)Prft|3yQ%h;PFL$oCbh?hW?g}}37g0O*cD+ASt zD=LO?)$IbrN+XzH_Z2l95?td5$(~4eLuDc?bpY<_52UvMK^7M?oej43OO?o3oLw)X zDvW8H{@_qE@4eqZB*4%C4? z=(MC;y=XK=gk!r7r%0veETcLm!4f>z2861roKS43pP#wDbJlK87dlXNBC_eceL(&Y zz0j&Yih0qg{*9YT`z8K}8@nU~jrms!;Y}=m1mJ>E{aeqxaIx^^%c2T+QlhT3t1u3| z1d<*vG>gS!e?N)KU-aMM@E)No8sojB|TbTMmQ`AoYlciYeINtS^-z* z{bj074}mvyfkbwE)YV#~sU2Wv*^8(n{$NiwrO071HzsVL3V1Xt>JV8)xv#U zx$XhOU!S6lK9(oCyq@KUM0p$cwp;6e{s;o^-<^NbXK-+60>H52bl-+ zJiC90%`EzYp`Gy-;UnmU2ZcR6Jo1N%i;99BeD?_ahW3maSHc85^!_dCCZs}-C9OR> zb#S4_wvUYeam;}vhyqb(aGX7QcD@cyBwRZBMu2|SX=%j0=!l>(rmtAYhYcpGM284eD`;yTJM{5!`J%)hU0lP zH!MKm^%lZE9_9gRWhvdCC}gmwcIlJ1^z6%ZclJm60CcoAiybt`uLeFCzu4)cmH$e- zuw*~{>7B#Xy(?+{h4qXX4=oUu_=m2&jEO7jx1h+%Xr5lJPVf7I+9{z=->#4Q+S^K% z6e{GQ>Xyx@1#2SL^HrPL1K>k++d0&~<{&2)l*CTYM|f4Js?Cy_Mrpv0f*XrSL;FIB zjQpu!u-RB_`htXRV^;roVG9v2s zSh_k?l7X&^>c!K6lSv%pkT*{VU)toR_WE;8=-Ki-J-pG`A=+h$61AX|v}j3Ge=+oY z&(9Gt0g;_j6wv*(&Q_E%8u|g)`ve5$pWgWeZT|6>rR8Ct3-Te}zCsV5%qhkDpnj4F zy<~>K7R1p&8mpk&)RVydN`a2hwmDoI>ze2z_+B3jubogF zPv8SXlsv=~L!=!DrX=`Ge$~k}&+SQ%%Ks0{3>X+Nm71OosrsC1*WSGV; zex7j9`r~Q&+9y-msn1#vaOERoxa;^Qe8Kx`F!LgcT*WsXZzdulCRJS@E|n60kPe{ zs6RRKU7%%>rlCw#mnaYn*5Hf%&U_z6xW#wj!{2a?{$In$?>Zw!vvs89e>0<$k;)Nm zb9C?U(WaN5ko~&SB(NuL{&GiL=W+ziO?YM8IFL^~E9Yg-^AVA+p+py2_7^^inP=Ay z%wg?!EQOq64d?iYBsOSTQ!mFAY$!e(3TUmz2Jf<9rXld)6l=+W6QnecFq8&XQX3ma#fX5sV{1= z6FO)CQ@7fpoT6r?uF;NaN>gYG5{G}fd(ZXbc~<$aiuujq#8@FUVVER$$`3Fv>(_5j ze+BQX-|Nn1MVd-OIg8nG*|1OY%PJ#+R5L}C>MZo~nOt^f8#`h5L}^~F9#>ePcfyGy z-`=xAGH@6PNre$OvIN0Zb+SYX{CAK;!wJB@`ZlBVo5`gvymmAq@BQD?eXoC zo!#^f-bwcd83=KewyI^)lCF`Onx>$^v6r}_1`>*)c;x$YO`fQy&T@M6*?&@5yK$P|Di@nK9N(u>W8wi=Pfkw0xU_er zC*PRup&g& zg={%Izqby7Tz1hBhyGnYpkRP9rS8RBMlf5ToJ5pIx*a-Vw+|;wQxt7s_65R2CLJ@F z4i1ocS~~53Qh`HBp9t>}9_cDIJweESMMel%c2Ms-$wPR*DJ-K?k`=p-GmLb1-@Kl` z4Nf*i!~?y)$L0%4G$QuxvseBV-=({p3$5z)du|Niq`Ny2>N$CXOSjpd0`5*}{P#YM z)AAfN9vKPr5ZRE&@$5t_e>29f*fTx ztRl)rtPFh@2I*-Tl5(L6F9B>nZ-;LV>dX*-d^;oL6f2jb7Ct9ddJMEoNPe21AyP8c+`=~X{d-q0^Zt6=Zz7p=L-1pBBy3QkG#9NpV6HP$ zM|YB(ww4>D7sgOH`HH+iv_N>w+f$s*zncCIR`DiVo*g8~rZzm%PsR5td-o!nmGu?Z zDOXgvM1p^mP-vJ!i^lmV*W+e81QkMAS9eSTN55Zz>;4tozU$fitM5M%1Fr+D_KuE< z+S;R!*Q@+0$DuHgG{ZmRKGez8xq4Xi#9!;Q;wmMTXUMj{_gC)~q0Dbt5fHj${oYYW zM%rLvDc#QMhrY!wb!0a*ybcnk4>hX^c#%&FRlM@alIFLVzzf%h3+t zQ?R-6qEMiL@Jquao}(#EJ+;DHAgfj7K-gkD+xh@>j9mrp`$8p6!4t^4NZMIvHuNsM zx^p*1LQeg0(z(08nhx*2M-1Qb z;iQGNcHJ*T47H^fRAekry;g?hd~!S3h#LCs!1S-OF9^*T(a_~T+I);YM6>K|{${Z( zGwnJ1CH-dIOokRw1{{oBuqf*hOC7KwJ1HY5GUibr!~_=LZXb`hlQ*X!xWWC?IBU${ z;5HtYYwt>UDE#5ck2@%s^o)iE!|9c0*86**k_OiMio1)8sR9j)a*6NS^yPEQPjV1J z-mdMD_po^EFlCwLPIa%}KYJyjg{#Am2~;sajd$JvU4>DjtNkZQ^D#aEwhri2y<@+A z{)jef|35DP3xqg&2vRIw%bb#YOd;+8xld*?0dW4bBj_9QtpcTVXYN6_4gCbHA6cFZo)lMm zT2OF-ysXH9-|OIW?ImR&Wx0l;0BjEnz{b$ft(=mGIK!KpE@`p8cmOx5>ty#16K)OX zx3gLmwijn*{?0s}=WTEQh*Y(bwG!U)ESlL@)^I1Tt`6wGP^^BV!bY6i{NQhETPjkH z5zx2glxyw>5_TqCnzZASc@tfee($iXtmNnoMq;v$*_BIk=qM&i%72?1JSmVTVRXE8 zRJ|1&eiV^lA2Rh5#G+tUWCC6^xwbw|9-Wgo{)Wmm72sZ3!&20X{D!&CcT&*7hTe=EkG5UR5t{;wx`*x z?*1^c>wt&7=IvPVk_nh*UMG(s&!1JZ-O005@MzrurzocvCo6FM`$*CV)R_2D(N_h< zdrT&D&1a{goL#x z#YT*Kd6}H-Mn`B?RZj3-YD!eDv;*2;r?$noXM-Z#!onSc-ws02zkin}x0@?I5I(Ft zA`7DF>`%mv za*5x93-G1Jg}4H`K6O>c`IMWdR;Ao2;M&^UJGiJ3wm`%U0E8V(9`Q(7F za>WErh8^Nbq_{8>cm?I(D}k66#O zh5Ns?XSc|CC z51)iTWRmdMnm3wTL+sPA83*hGutby_fZ%sYMv7l3zv3XeWIc5uzCzjdpr@sIxvwHY3L!Q|lZ07WID*XpKpN4UsM5$S~i zz^%?4xxWHW>4#+D_b|nwO(+Pc68hoxvgtR&#F_d zW~Tp{+`Y76V)-G8piwit;{^#5<>uDLcy2`PV*T;i=-9`F$xvp%ra>%{nb>31thI0m z#-LAt8eUARh9cc#LoKvff|1Q--e4tCVvn*8#2$+X6iJs#Hz;7HZt;hDS{V}BYuBtT z?pPX<-9!<+l&yi60Pu1C+HThOD`F@@o zN|9guTbprA_y?8H*X1c5op%=A>m0WZ+QyTJo$0gYKyi~$fH(-TBjo4po>AM`DqE(A3N(T?;^ zV@@qTL`AryY`1@!hCEmcH7rz=|8Znx6H{PB3PC+Qc-SAkUik++W#>4BvB#euqz}=^ zW=4tvg`w|u(`R}y&2i=V;ApRPEl6Z0WUVu9ecgr%)C%;b2#1sJbodJ33k&HONMG@s z{1hgt0cu7~EvC@l4HqDjHO_ckJ<2JCfl_pQ=^x(EkpD12!IFt>RG*XBghQS?K692l z8TiA*==X11qI7Qa&zC9w+ccC|Rkr>gHL=06b|v4KjPGNn5Vx-f7d1{kL+FJi2Rk=o zy(9vj)myr=9qGrj!#By%qR}x1TEC)!eY3(7`Z&db!%mwmZ~!BBkZ6yLB<<#L{-I=H z@hypky%@Z}cTZt66I^{jPRqxWp{p)l&O8nzj9HM+G5@1R)vRn?R1Xcx3csB#7v63?=a8d-&p|aunsEKj?q_3t0Eowh!7Pv%;(GR%=LkN#fU$MHvG{Sz9Y1EyF$XoG7KS3 zDd_MA+@8yK2T{gwcJl*bWks_<4gU*M9_g{G8NFUBcIhlI^GeRr@(Hg{nGY;T81nUT zOWN+@LO%b)aQ`U4ZGCqbK-6d_$DUSdOFV?c+phl7RwtceL(YN!KDbwFMI;5~ z7Yi-=z8bHA#W44_dDVyNtd>^OLyEqx@2?Lp(^E63JYOTZRUZQGSeYRqwr@+fA_TDk zdO$!RyI$wurqY$g?_~qnflW>Pocns}23R{<8Iby9o}@}bM5CkInHGaAvYFQa|G;|f z_2H%U2iKfx$yqrIrR%Jfx|=sGCdL?>X;a*2hYNt1JZFmsjqcTn$ONNxYlfu_H!`E6 z{(?0fhWHAMnVFTx$DV>GHb9%w^&yoZKQ=tt?mO(&%uCSt?AqSGDR1!;zGD6i9YjMs z{A_k~d%Y7sH%sXP`l?B_l7}0Wq$)fbcw7_$4JXUsE&!K%!|qy8iylOGoV71q#u$f6 zczkp`gMHV6>u{0C3TkXHzc&-!&7208t)hs?!#{t~&QW*fjG~3!6o?E^lek@rf!W43-f^w?|{ucoA?{M+$>+1u&Hv{;lSUQf@cAMO16|qMIbTX zdf8sWWM$`v5le}h&EO<(p(b82&t@_xMsK*;zuv~A3~*rOIX4(%>0GMHj&nasHg9jb zevIA23mQ6a)U|hP4PF>XX|GI$#WK;IsS?ILe#`PoqV+CKYKTE{ry>!aq~k+1TplVr zRIrLI^gogUd+XYB16Irw2@Q1mQ(As{x&qeBV|V0&3bONWACaq)Gx;~1BUr_%Bb2;^ zjde0NmCE6&`xQ0p8`6`_TR+4J%N!>Z1pnOT z45P$T?KnyR<_DhAqkkfOu*Lp^(yhO^_S8e%z44}PM6W(QR3$*c!3nYje7iDdjqy_6 z!2%IdhA9U~(!M#wvJ}>fE-)6t0F-atN7M7|<@)C;`+;}HZ0CuL4=LeIhdsjtpWp=( z5#$iy?F&L>=QLKYczR(@p7L3lZ3xBtjc0m_5gp!z{bw%){Dh$wf*JSMzvl{@eehN)uuIIad=#heL@83e%<^s1$V{(0k2JOl|CXYO3wrrl^%YqL}Wi{ z({Di$^F!!kSLZ12Dgf0Hgo?`fy~l^?e?j2`)WqnVoP~^uF{wZKAh>1QbaLBkp8><# z?XrMD^aLUzntNSCOZHhTlsOF9^9%0obKga->LCJI6PnRNv3WDP5iU6<<2*~ui9ip0 zH}QVrXrmdO<>f!<;h+1AeW&*Ursk#(W}>DrdvDW`PKD@hi`(=L$(50$TtBndET@Kh zid2c%o*e4n@-sP-f3;tD3O+;i>Csdspb!ryeorU|@=V38xFOE_C`!6Izw4SDtyCZH zFK!EIrVAR7u+(=PmzD)UkgOmWF|2wm$Kkjq)0vHT?BIelShTn=vZZmEY{aD>pe+4UH^N3TzQ{PHFt7cFc>%18}QDUCe&K|MS)sADD*oSta(+^ z>O{%X?wyQr>4oG-LZzhakgwm^-+WwJ?-%sqKky>se5jsD1t{>> z8y0zcgRfUo>~zzLb7c~N`~cgeQn9~AW+qgmQdCd9w)VTR$51VCW{KFd?SG51wU`cp92Z*;@1#MXH%!n9^h-0ikVpM0=u8Y>R?0jWZZ% z(++Ipx+v2-bGHEmVa`03CPSem^R`{;91X1#Nvq#Av65Ia|r(YI6z$ zj_{I?F^V)cR;ax5-OGH^7peL;b;YZhd0sq-`sC8zVwnT+277wj_Sgsg0=TV(1Tz>_ ziV7vFS*MCtT@|8)wId1OS3NI!Y>K@H9c^tkB!weX%kNc;Q&<1-lA$+2@`FZ;@e*u1 z)y$XA?G?uw<27Lr&{iN>F{j*73m4I}^GESr*KrlX+KfO%dzpJo!7Zlo^e7!-X3y((4evVs+IysNp4e9%y#5 zMFXBNS+{U8yKffF-Ev1zHM>o8uzlWXTp=xj;9^Wb(HzSO!D*swDc z1>i128VT&D>wV$wNR4sK2sv9c%CNw7f!XgqJsqC2Y<2t58}jF!bAF+oLH9*OdNA-S zz`qmUQ2qa7u92b_`!WgX4W{pnhD11LlB3@k-1hg=+>Y67xQ1>|3|{>7<_8iHQGmh) zrQ04~k1FN+e+ZNUn6sWd7@ujepsM^Ybp++;hgfCqV3EXUuc^-8AV@>Aqe(<3ULn(m za|>z)qD^8}Le4b_skQ6Dd`3P#A5MUi1te6Md^D)mT?Eeyj)+)ALV9-KOe+EV?^-FV z$KU0pL|3o(S8PlUUmcq+Xp+EGP@gL4$XI-5sCmK&)eutYh2vfX0a|nB%X#L$W!cva z2UinaGqFOvx5SlwYlxoZ14Ti|B#!8dXB7y1ORapg`Z!ZOXOkVpx zVh*GE;iBnPAV=N(*@@%%%~Q0Jq2$+TewE(JWJUSc?*ma}`$tql*=8WlwE^*Bfz}N% zKMFAG(yY*D#Fh01uj7%0%ED$WPJ6-yHXQs|fc3f)$M9(SPfcEVIcG^X@)G?Dl=UOv z8o;`H8(kW9EYc{_NolBsz(+m_E!y5uj(rGc_%yy_$>RBh>Zw73hcb#UZbfLPa66m( zlxGc9BuDuAv0#>K=gMlBT#(LHuqFJBIX`7ZHr5fGh5TbHFEqb=G4_0n6GX(olIYU> z*5?}%barzSX1F{J_W6Rd?#l*LcjZj|k#B4HvfN=-~`v;8r_e*q`kPF70P!a;A#&mZ=&(+6yn!fK&wa0%&G@ zxb;9bq>rX{_W~MB5E&_wHKfK&o9E!GS4EfQExYAU_V3fd1Fl#IMAC<|7o(PnYZQIU zbV8FyD&QxlQrC|2bANtTkz-ktQ(HU~4mq;sD{FBbCZ+!Mbo=qAcO~&Uph&ro$gMY$ zN!nQFs8t9kc?zh$*qYf5@Fr#0Vrg5*xpJ{ef#48W*))JG`&eru&%l=)s0SO`T&PC7 zyJk_Qx0lCqYv)?s^MwUIo>`+tqC&B@h`KEyn~CX}6(Ge01Tz244yHbK59Ys#0fyug z-Xp$@UrNN}LIHJO*8b@h^X6xEP);KyCBnH$Vt}Zk+1*thf88&RdA_Xdqs@_hS%B$N)dvzRt=KOPfS9h;3^6!) zkd79!Zx8S49)KbPFXt_PncSQ)oJE?lMQV3W#r>}K#RmVSk#0(#lJ!xFQbt;J~*59 zt%oVy@F!FJQ=7GaLxN^*RK1udN#y-kM=m~3#ImZW=7Dj^2m$_U-uU)U2c|+mZQF2n z4LB%*L8CR2iNgBZxIl>#xzfDVx1U3?hBsm8uVWuS_&E0~msN$}rR3c7cmOr85etPx zz7?zYm{&+eVjScnBo=;A8$p){XF8H3 zU}S-Pmun>2oI1DA?^Pf8*6!*?I-Eeq{bJ|D=HTpdvv{!vFVnr+j9lG~FD<irfl-doyZ=T|DnuY&;{!>7NCv;H;s(? zm<{v8Hr;o8;@TqA4@FS_6%Iur!S0Vko7nj3gnryUgqDBi#ikdN>~ENb66&VT=0{)} zpH*d=6VqWjyz91UF&4g@fcSntx({f;sO1yWjEmqgGhmr5Cp-H9<|)hio67#v0#VG4 z&$*_(wl^j~bqLzN50vgaL+phHAUNi|LY!M!%Uk6FTXAP<&|~yJ=35& zq8826W?KD?<0FX0&atDdp*iIm2m7Y1GH>{qlQWi(6GF%`({p%`g>Y*R9Ys&iK~d=jgfKLVYMNdaJLSr< zwRIikX)$N-hpe~q0-{yqm6vLlJF+rAy%bnut%OhkUtwy^-m!f~?vrFbectA~rvhYc zU6M>>D$L2uHMeRFe>D6zvQm^lag(CD7H@qVkPnqJHzWkQThLWYC{qv5MMC{>vQ{$K zYAiw=;Z&V|d>#bQ96*>9kZ|^BOWWZn_x*oqlzA+a|kar1)m=ZS=(;LsZ^Y0C^MP$Enm)9tcsbhNivx$f&2 zE4}}9&9lJewkz@0y`}PbK^@KK!}aIhMM6Uv*DQQVHf_;v>|T`Us3HwoAf#w2C?8ow zQ;{@H_F1mIZ~{$1G=`xsLGHxRZ%Us23qkW6&~>Yy>z8XFQ3EE`546@>r30=ZK)S|B zlbvMf2pec)Xte!-LZHyKGvmSQYN%fJJksf5N+bSs(^cVvtHd(CpW{hbK=tF?*`W#d zU6x;3?+y3ISKzQHHEEOK0jI3IMM4p$RsXJgj$&!_+uJ$yeH-h|7|Q`OfGFi68UQ8p zV%>$b&oCh6RGp6R@e3A?ylfonS8~L-#AICkIP1XAW50xPUv>`uupK{tpstL6%_kWF zFuGD1J%C84e4@8L@DYMhT=uQNXfBl7vUdy;{{mh@t|eRfby$f1zzt`LZ(xq^y~;YD z9sJ6t`GCXfR^4yd=}*f35af$0=DS`$;uGE-Y!nj}+VB@xBnWg-cG44Wo~T;h6$%TX zM)O8m2J2vL#y*Jk&&`+zTRJ?-n})6&c3+5It)h8GI|-T~Wweka!y#Z1S+bFun*g`<=!7xF2cxVdj($%D?3i3=L zL)6zYp}Z%>vf6-CI{@1f>Cbbo@OEk_$yG~%-Z+{1A@PG#(7-|I5>3KpZrONM zetQ?b64uzVspG%&7c9asV1v5(M@>^QzdqBoi`!k1&nuVP2ny|k=Q5-A;C2v*hb8eB1@Gk*?Q#BIqz@IfFopQ4b9zxqi4CR_{@w?B86auaMA=;5t(8wQku zpPn9xb_hR)@7aKmAn36)?F)E<3*}vFI#(u(PkeP-4ELuOk{9=Vw;9WI`Fw{@jWCW1 zgzX6tR}r-;+k7|^1#v#z0a|v#?GHfB0Qz|VZaJV-0s{h?L{NGu76ANGi~D3RLKnNt zE(MlPnME^u!AnekuiO3ZrZ~It+_-iD?N0aKTM_+N&HkC0S8m%lZOER)%Y4?3dIvoT z8c|_Yr4CE~M9_NE3w~s`Jz1{Tp?U6ndor2c z*<%R)^8Jl+>_30BJRJ{1SyNsLTKpB<@XL)%)4!735+=w1ICP1^>omZ@6Ofx-%UT%| z(}NKiJUa2Z7sRJP#XX(o3j^X%oIR&Y7yPvI?)JG@a{{=bTLIzpve5qyk(Lga3{xnG zIlKIbC4VfTs{Ua#iRoZg43nOIoTq*~J9i_pdB?l%T6-T})abEZyYUGQtc-s`M9axb zm_#)hz^n+?Vm5Gdz0z5D9bDp%YvW=azZM>Vu&HYNK8sLiy5wH%9!6qEv$C~FH3_@ zh6aBRkCr&>tnBq4rn;Q5JE)u%Hsfi|EYJDoK!8ZL_IGWjzuC??NaSD`8}0^rG(SKL z%+_H8B|nU^7MUFO#m5l8icX{6b&l+jQAd2>_Rzbc)bc>;_`UD@%Iqyx=uY3SYDg(W zG>3;d6isp@QmFY9a3wS3><|<{4f@Xq&Be!|2QW}hch^8HAyv7qw+bpyc>sn3UDY2- zJ5)(yjcMiOe!D+?fYxaPQLNCJxCvQ1fP-YcO`qxAa--J8LHeem<3$Y^1LM*?z`b}L zYcIyk7F}25h2mKEgF&UEQ}29sb~A%p!a#Xh-{eAPgIY6W|H-R+O(h&foFxxNlyo`zuSzO88nzPB>nPU~*Z z&vYb-WfMs_e*YGnw_FhU^N5cQCQmygEVzIj1sq(EWMP`*2%h;$5wc?JZ5ge9*AQPy zjf^|4WT8FZiG3hMZFtJ~L02yJZ=r7oe%yYm9QibRfIg2ios5!{B)MbpqYLi_TC%P! zjnD_>x6U`nT;D(T=A|D(GwPf#_{e}7HOcZtTm$9)AaQ? zE=2*mZ=3ox^MdmhvW-RXNVel8rFuD=g1C-CTzz7elUnu}Ah z*|CMTxifF;=_9GZK#6(Z0RA{qIBQi}9qT&c0Y?Z5-d6Y%u1(l+ zL){$mM1lGSCX3}tYCwVtNJ-g=?riNM@_l6c`kjW&EDkzMR##iwH+JBLxWVF+#JcI8 z^v-o^BU8uKUYSZfy)3$qIdpRJ4j9g7x4Bi&ATxdRzPT{ONzs-O280#48zwp$ zLmTQYBnwd3U;qQ~=ys{_wR=CE6yksa5czpToI4kVcR3M5eO_Qz9a6g$XuI&{|FQ)d zEfS;UDgccIaH$3{e*el2>^#8ca@;|?AVL(Y^_M8TzoX<}gM(jIdOZ0_IJ^e|UwEdr zv-SKMmP3=<>MdOyRG4^TD5&rlTLfS;!SbeObN6|+kO0>Q0A-2}xo_Zt*H13I!vO`Q z`0|>ZjRgzKI~XvK6crz-12o?N(`Fl{@0-d0KRv&7(-0t^l>mMcz?ahZU&Tg!U}U$i z%~;*)o=}h|1+16YirMG_58dA)J!Yiui3^aaz(K6Tue5C z5SO?XwEd_`5Fi5jq#H;z_(dTEbbx6Q@hd8esA8Sso5ABqLKF^c^r1hYqd`Hqz2Vz6 z245PqhH;{HrR&ZTqk5mIBs}e3`@wb{EO`MvlYAZLT4Z&SIbc#Dnp`1n2CNXK2Yv-} zAR6dJZtMQb?>cA}76$)ucws{!*)p(la;OE0rizM=`>mS>=H6wc?r0ScgpU_(Awq^} zTJja@eHuLoEjuW$3f*$WWf1@=1%n~l60#lKmNa^iPC)=`i~Lq<+rEQn@~(s z5ki#K3)Zr?v&)v<6X*NOs*Seytc{o9c?Y0xDP+q+Vcq{q@I(SBe89Cg;2seTOs+db zQO9!h1}ISgp?G*G3J~P2tURKChb~VU+2AKNn+sr^b2{!0Q?@d^-nKy>l6(v9c|isy zMsTe7&v4cWj}MCBfT(%q=3K(Kyq^X5vM(pI-!F2jH5`^Y#emKMHe0rNqP$58QaGR+ z7j^gU60jmt`;3sIQ*TW@{gf^aj@3B>D~qBy3kOPXOvJ%i>ymw4s9lxg-tB{b_c>-w zw@L`&_j7*-8hl6X=~8#Q_*M2FYBbf>2IfEjy((pg_D|yY1b*^TW3kM?Qy++8!&&q~qVwRulJbZWd3&uJ#53Bu$rGOA#Jpg}Yz-Y>k4Ha|(W zk2R|<9z9RtkbTC!FvUOx(tz2R)`BUShJ6u%;Fo~*j4unLGblgW@eAq7!eo24E&qei zs)!(cZ*4WOYs!&F;_(c3v@n^Ll7UgZ<*+l8IjQx>xqmXfk>ov_I2yhywJ2ET6?h(t zRi>QRu8KS#(mOYA1!^uyhCdA(`ifGe?;NJ%%qamwJ>&aC5#TD+|G1a{{C0o}8Gk$Z z^C!}nOXaPq*DQ{e#3Y1VAs9H|lOgVS&j}jXvhvcW*efhMT>*S89G8B$>ER>BT2g@M z$L;-mJn$+k&karNN0{x~K0`;z=JDU%9NPayR|D0e!%9U3!hfiD*a2n@$p8X%w(xOt zqitSWiHD+99MB7+(NIyR;GPrl#7#{p@T{m44)D&TCG0TX9O zHFsktTF&BpLzmgA5NUL5aecmPE&A>|^^hA5weC5xhm|vjayqYuwVT)7R3jla2>J(< zWWL{s3ZjCU)17%f%c<8~=cMe6I?0`ZE+o)@`l2B)GZHFD?3oAZ{f^ovTh^df(vpan z-RAF;_3HjA+9JofM49W4vdoWlgaKW z3C{pX@0I+WuB&$oC7)mw54Mk&uNd*8%xjOpSYF=iB%a}}yJ;>l+C(IPs6mGhHhi!i zvwfKH6Vcc2mjRwViZ6WqncOq^ib&fp<>OU*O*1{qobjqhgCb~9($ZH(fZRc^-xJwT_-G*nMRYO%Q5~krq-)GzR5BK+9CR2Ta6jZm_y>-w_VnLISw@q2zHyQe#mm^k z2(Mg^wFsw*#A9+ewHL_+4;(1j5FUaixe+E%Qdw>Jt>xGyB(qnAKddpg$qbn zYsewRIL#|QdfaumpD^g3@k5zNja4aR9Rqp+Fry_!m7i^vdj&thBXOxafgTA4ZEfO$ z{5`+fa|>kd8kO_b{96Roh}{y1Prt`$-p;Dqi-9NZ_1mN;c|KM-kw?>zASKX+7EKWv zLQzz+q6oEtmYH|(ya?$jZ16Wl&@6^HUNBTbTvzD+Y8}zW4RO7#)@$ZkdnvR-3=wBGWQq9A13LCFlFC$q(MQw?t*pbf{w&_ z@Cch&k~G>y4U6pXZ*1&H-pmi)-a7&yq(8>JKg~5__rK@vNxF zxCFe3fwEaBV~nKu@)zVMX7?kJvs?AD&0l{*R6%RigzoKq#M(j4ncDEo$q`dRBXXIY z3DJJEK*;5XBwau7=cSmXBOeklTSpC^DYR0laT69oe-(xr9ESl+BMwQftrAme00ZWtt2PzEZ(xxOt=vszR1jArk%3_W4Lu~0M3IH1qSY@ z>UE8cg~ts{m1mKN6$qh+HLspe9v+S@t?>)(>^xSic&&bdX9LD73j96@GhHUsUpV*u z`gJ_>=o?#yJMto?Z?tzM(QWw#N5O~=#1e>cen$&1#ZcN6e= zuk!o{vgoTC$!PuL?tmMalsuKJJBO|z@i2AvG7vg-C1CIr89&5jkvx?S8j8`d61#6; zT6G;4Sc=tg#X>Zg{@LblHr@)kFZ5e+H-Oj6Pkiwm@MR#mVTNL2tP;oXClaJ z#+aa3>sOHOcO!}V?8FY-ru@{-sxlohck}96Kc$c>x$}$?+=*qYpFWB5@4exPv)l6f zB;p|YRonKHZ9%2vb&GGgeI_CohgqKe-{#1vYCbd3`!5l(P_Uci5a_t9cP{mFUu)|C zr@^0X835*y7#z|QQl3W^&LW?jB}E`hjp_+PMHIYn5fn!IBIrwL-%|9XTFLxfTGRhN z@NPyhhxfWO(QG0mJ}YagX+?jd&2A_HyAhBRfdz;u3_9ZS^1vIxMAF)K;vBKR%Nio@SwQ}yTdT<||J5TO^vHz->+eC*sfC3INn?{Tp9Q;nO0ap+T z#vM!sI#fs@#}}LT+iZDY><#%zDb2!E;C1DG{Z-Saf!T>vLMMh68D8m3NZYNMtm8Gc zytU4l9FYz8Uzgv;_O~d^=rEog708kXm}FXv?Ssq5Oj5xHNZ$qM{zSRdksY zGhj|Wc5F%X&AtIVQ){$hioB+@kqK!qa@S5tM~U&fMVvS;61%8CZ5fTH+{fe9Gn6SsSWn%*9ie?!b;(42Tv=%v_`+*xIsWmVand8i9pPzcYXIY;+4ds=+@!x?!CF5TUfb^W zc{?tZZB;T_5Al%P*ZE7MsHq5zp)A*v$MhN|f~6eDv~lG;JPUVxnyL2gw<2ea z?pOR*CoWa1D#`BpWEbZ?mRfv#?rn0t6p*!2lCkJX(9z<&fxWcBS`m^bm5}K~!KR6| z#Et(r7#&ob)RoK`5heZa5B;GbP5KaXW7Npc2KAxgg!H#b;wX5BhMr)YKW=Y#7FJtB z!Z86Fo@5~>F9c5n=a^o+X8CS+ce?-t_VsHE(16ID9f95Z4tU-Nh!$Xf)q=q%gc5s( zQOcw^djZRrDQA{#zo{rI&wrKYVg5aJvEAiW8*+lFmBQtG@>;5@6h-hlnhGMj+zWu!x3jPzH1=EnmZxVZz+*-sPYZE;w}8=;+!?> z)!2#G@qQ(p4s7q@L0MLf79X)~!T}q^o3dg8VIanjzpq%Xg2~7<2XdM-c-D zBy9NYx0RJuURzsR!*GF(r<#;h_{zSqiHVOrfou$s7kGmQ115EMj5g7^3yD?=ug~c~ zkVn&@ny=TP1Ml4dWrwpj2AL}^h=-_B8~XKWpvLd=L08L@e*xH{>Bdy1-BoX&HUIt+ zP7Su|X-ntYlI7GebJ?s@Hzi)KE)ygjT(b0iB?^6xhP;`MZs7=pnqCFP>%h9lwn75& zTMKgN$ef(Ns3jR1nz#!>O4XwH!>3x}gCb73q{DI>zg07b%4XpgEZMCeNJrDb&ELui zrRN%J$ejHUi)Zki)JuAm#LC0cu;v88mFwa!R&A9F-Wt+fl6e1W@`=hmP(!dXFE_1Y zF-(_t6C_hn?}&;Izhhx9Rlji{@H%WaM4j6t$e(-zAL*v(2Qh((6)!wc4nP%JrF1QLilN-W{fw>sOQ*zCxGQe;3E%ux$FupH*u zD|(-wE4h&c*CJY-!}D=k4j1D_!&2D8K#8xz!y=-1$czYry7_u)jRrHgGi3 z88VI@x}9C0mnwS=JEkgE5_-_U;%HH8atRlx!i#v;#UIx5SGPTnm%j^kK;(&dS>Znn ze(j~;pwF!Z&AK6^_(2?WUfit$Pw{%Qwvg07y)B{uvc1XB@bn_1pXJ5|%>9)=v^4rZ zAs3Vtvol9kceg&C^vz8RDY>rX@1gd2r6>Bj)xZS7%H{Wq4L5X3$_YHSBMsob8n<4V zBsmTw5j-Dsi9u~U&n z5FQf)cwXUnL-?4DgsgYbn%C~8Pln9|UYg@%=7QKExyU(bZFLfr%x#JeGD2_d8-c(6 zd*iO}5BfH=j53nFdpCcZxFsV8;i)~Dz11GEEzGmRr7yY@^lTgAkH7nei4U#OiC0}k z`5z1&0&n5~LtEQ^0k5V{ZAZnHW#L+}?0Wn9-++V=4sCK!6|YX&yBEXSXW~}6@(JpK zaxn{wQU1KeelIvMf*vZ54Pu@Hx}xGPxhMJ#$BYh9#Aad{A_A=Ls=?KF1)}e)vA)7n z!|;LRwX)P?>4eoA{ws87K|R|$>*7hh^D5n&*D!oQ#Ld1&Lh2LW($eQhv7FV#T0>AE ztOL-yfM>e_ykJfKUsVLCcwgsgpSgn3q2l2&KOz>izDtcUy$LeYA?myTYRUG?E_!*P z-|EgPnn-PMK2^Tz`TY1r@b{}oYXe~|0F}C*_aX(Jyw1u>MyIE#s3p>q+}?WVc-^ip zlwRkARa7v4{P>~Y;&S*>QDZKyjh`kfE%1I?LWjv%qv!fwQfSJ3c^R6?ZNd{n=~Y&@r{|yDh0sCk)nX?wcnZH^6SX(+z|)hM z;bSlI7InuvqddHIZtQ0F@xQu9`hyLg7&C83dPY`=yYBjzSYSwx2heeDu+p<6ClWDw)c%-TWkq zP=IXX*F}OwgiPWCWs!sY`feI0b6H-940JooyrVfJ`FcoI4A{%wTN2_G6DD7yp^EP62TI8$ZgHj zD;wa}@*l+8vux({;x!drxc`B9)MQ@l%>^w?v>M^w)s&slj4vNM6Z&1D@3I9_(Y__o zMfqPcJuIUT@Id`L`6~e?DjzL63)g6GgRJRqOTQx-#TfEd=-m@*wXqU%s;g4-%9Rzd z^dKZIM9~q{F&9nM=eL`?M3tEQ07AR6B_8JdZ-if?u&QD0;Hota%Lm1}m3SdQEh6Rn)vo-4VZ!|j8M0=Q3| zzF=-_sXNuEjooG8=N&Y7t@DKqV_LEF-yF;5%WUC+OR-a7ScDbi=J`7fXMb<#O6TYB z3LxH)%$?Q_l~(k?1`*B0&jnnhaNqtxH^v>p0Ni*=Ej})U=`B&=j6)%vHs zE_NT{45`A3vEcPW^R-DcE)Mx_OSQo#U}fxxC+{Zpj-32aUfQ*CW|5URZ;+DUsY9!@P!PZ~GJTdME0qyYo(s0O$8(uMC-Mb6d})N0&JM>Q ziDsv!bWKSUvC@70O>pF+{XOl{e0ua&aAd1p0bOm_+oa}|n=sju9X@PtY=r=yJse*& z>r0G(5S}6{8wrTknkP88g-pt*j#o9vM(CfgfeSgR09WHn>C}{glJYIHmKG`|uG=qz zkxB-giKWDvtKA4p^8>{@apa*VY?D#8+Ut3r$xWWb(FHGqwF{uy`N7dXOJOM)D{ry1 zqh9w%-^``ShOIv=ObR^bHKdT@u~K&|<@P5|Ny&G)Xl16`$BhW+hb_0jx+kf4PS@t9 zy46DO5X#?BtXnFz_v1a7M6_oeqFPjxvc^l>YNH#_j8aRtmgAm;_OLuI*V97e$pD~A zAQuOkn_fKNOF_qDfArp6Rj>b4vRL#b4MpSyfM(BJ7cN{wD`BAi^mih97)>AoiBhSd zKqz2YuWB&+w98^)tdc=5QoYDbf0(alXQ6#1LO>#xr~K(_pAe5BI9xtj9JWImbCX?D zXX87iZ}*>LQA;lc(hFclfo$4ed|ubd!omZi+uIN3-U6ikXh$g1q&-K~pMU>6q{&8( zPWvui?+bL_nCQ1Z7l9L|JMgKaV$Y~MUKE)~R)hY14-)<0ySHMA6JkbQymv7KLhjnh@P;kGstm+dc=`AcMhMfNd#1Mb1XYQ5qrB_mm5o}9 z+FnxV1iOn`=aLa8czDsAgA1lMXXezr%2sQ$B2(ua2X6w@x&24gnpx^79E8T^XR>LW zsP-Mmiuoi$qhug3+}MsU4O^1{gC;5)Bg7sCUSw1SM9Ev!%NOSx>h90Z3=9qTV!D?R&N0Z$M-jI2Kq+S+E6 zwO$C3k!@fsosB%nfj(){gacp@unn3Re^IOy47hYo>kuDzE~L*y6z*hP=AASG(5 zqO$^ea0@QVzc1pDQ#l;_rOt5=jyU=H6t8u*89lbc_1w=P=G8D}0oCCeR1W$27g(VD z((eUQ2-^OJ%zw3%(DAN2zxQo-Nw+V}75v?FV)pe`EZMYGs&?@OxRLB`GJJVi1n4Z* zx|pU&O@3lqVzZnW^AL%86J|o%qu&HQAUZ0#RvQBF`;>sgl+8x&jSxfCyzj0PgdcN8 z`N!gko;rWFI?S|=+Lu;t)~{CLOo3sCk26c} z@87Vp+miDAux?x*%p*=PSgbBDdWi(U0&8%1jeOx_w01@hq0hHmNV&^$Z8G`D6WKQD zR(f!s=InBf@&JL74yCgA6HWdrTA^N4>Pi94jI^+%>}e7g9?F*P9NT(L$wkXi?rz#G zQX!uCYOq0o>l@D7gy5a8RW4AL3YRs~NkH7Rr$k_jIAwrF{BmQZ2|T>U{Dx+mGW%$Q zy@)ezOBZ`tkk^WH@sYQTd;9sZ;9=QBmu^s| z4ww1>GSx=ewuuk!Erd>-+7n8;5_ z_DUP~SRGpaN`Z zzPXqYUGuK>)fPHR(mfr(CvV=j`Sxf?fO{I?bS9XN99n;I1UDwM7+g5(Q`>lY$hJE&+p$)eL?WGP8Mhy zY^?W$y!s%}N$zfc=cM1_XZCGB#fmrJf2(1SeEML|=X)gZ!&#bYbUzb#2P;UItU>Crb{$cl&)7-^q#2L>9lDs?=l~ ztwou^1)!-izyXZC%YWRUw2YsW%R>bzvECPl|H3f0`YH#o)Wjww>3re5DnefpQv4~+ z?!78B{~)zB%wR2=(EVHVo%dlh+fj0n1js5>u1b|Fx=)2RiOhax!&=u!&z&*Wu01ttJ`o;kyYk>;OZ@0kP|eJhkDYI|nUvyM9(%+*WVi*ho>Xc!J{J~6 ztNVoPagXU+){x2Ic+4gvz6Qd&RN_w(N9C`QLqIqh&S3%F`o4M#j>Yr&vNUW3Y+kmJ z%VI#dkt_d4Km+#*UHMva$XWld>t4lU6&Y~nXzY@d{j--<{FBygqi*oQ;k)6w0&S=a z22v>v=1m>Qtj%|j;W?8Wa+lV|#r7EyPJGr;n=x6|dLW#^vKaYu?_hz5oijV@hdAH@ zSb^t25mhDH;Tpo7^E;rcW8N<_#-l3zv0sHQ0LvljxVVh-=D5mlco$`Q*kdwnCn3cZ z7eJUQIdT+wAB-vbT4$0Ox3O z6X$3q5^E>5La|%vGGAY31}FZl-ce_>(cbQXdsn)Z7F;XE%Dsp5j}vb!_gqnq=HVqi zxDq_A0Nu_E;?V4}KF;DQ?-vX9pLWU^Jxom3&P8Vt6f%5myHboqeqU7*O72&$5-7GS zYL3T)u5u__)}ndDk^677(S$?ky=K$cTYqm+Sh6qjD!?@W450Btoi~pZ^3%>vjSc>^ zswVAh#Y5IyOf_79|Ck~E4+v2})A;<$d}hhfrf>}7L!3G?wDG!g6tZA%s4>L|xWh}h zjsMj61%IQ&9{(z(%0;*}coqKRo(cG-hlO!_Kh?}%O03YA}@OwHC)n92^gUidYNr{cps{i{MVhMzV0^XcM zLxTTtCbF5&+Cr`!U;r5n+v8r_aDJtz_*vr#;EEcYI3=h2S+kRXYCW#xTH9ujm#Oj0 z<94O&@6w^hQ7l#bl>M}U5-?zw`*AAYv=SX(&tYsIayQ~9n=8GVJhdO+@`C*B<-3DZ z=`I>-&Q0x#Ne}yPE6280fif?-z>N!WJ7u?a^zi&Ojgr~a zO`b+V@{x8O^@?H)7O7aRjeBL@Vt|g;@eYix*6f+tA_0ot^NRB%i2_Y4l(J? zndlzl{S2w%VmO5#XL@_fnS9&DuT5Z?7M_=UPrVS7uxWn~c3}x%?;H>;EHw3)-PvXC z!o&fQ17lnz2+2I&9na5-{Amx`9fzvn zL=wi5?4*tV_jE3?H0S`TwXFl>B9kxI9dYcZ?G%#+zke)4rGy-o-ZKb+9hoxhjytUp3$TO+{^R?pHptn11rSs90K(Wyen^Uh@fF zwsS3rQG){JE~7!Iae^o0&N<8UL1?D6#mOcAj*F==y)IuH(j(cyuASO%!7-2EllOMdqfarFf|=KnE9JZO1P;K`#yq8R z8>=V>!O%iLNaHVS6dCLa$f3`4=Yxu-im=$R{$_PvLpl4N3!5ceD?km}GZC7I3HMp>;u8k0_B*f{S^r?ggk@a3&*5I z1L>hwoCpBC0gi3>fO`WRn1)9rWo>aZ$pEMr=!Qd1ms z9GBW8Tk|dcslnc)4)0g~oNwm62w5Vi($NXez+AGa2@ImcKokA-@98Z^b-X@mKMm5( zGZjBB5h_gD%v38IK5@F2;j4HqD;1mZOTr;f+tzk=6*atjURuVHhytD2p+E;JG zF@Ik9wCSTD@L=>nzNB(D<{*KlwG2$JJ*M**;&-J7xd=fYfVz73Y8`X0!0zUc`;MlV zpMtvV!nb0?(MJC&2N6f$qxn}*=>>z}D($tRsr2_7P!8S$p61G&>BsaiW?wc?o5?Mq zk+^-_ICEzfWw2r z`aPmkywwkE*)7@P;Q6^gM~`hP`s%s}>}4-r*5(Z(N60Sd;g#N){zmm~qC8uzvAybQ zOTfx{C#Pa`t)IqOx7fUN8!G4bC!71}o(CLH(p0N>HxOno zb@-{>n#o#BRz{ZHcb+S(fIw??;-d9T&j$g`|KOTxp*|1VE8VYxtJ#=xs?a7DOld{M z|HK(jHah-!N~>qrZRah9DdxVW`eeP3qFP3JuR5QsoX@)Z<70)-^Qu7qi2>N_cvwzL zJUvb(y~TF@83cCYj0v(%#BW)XD;Jk}kbeo@hbn=jO z>Y{^+x)*AA!g{!fC(LCmzIQTjS#9N4Mu<$kFpwGV^8x_5miD zf)cPFT(mDsT0MIy3l5}xt4}*kO!|0&*+^M2kx!T8-1e;K>)Du;sT4O|0T9C{51YTQ zwul$EF8Cqxzm*AxIEQAa$A&g1X13s%Gnl^5J!AKX`N5ENg>(|yc|FjntQ~pfs+dBt==JYl^C-fHE;4rw+nd?p0LHlbl|N9zr zBMlrgCbE&F0o-;bM^zq24woL(50_(u@VOz!o99SKftDT=O;<0x-duPz#raxoxBII% z4(&4UYK$f+x%Dh7;T-axo)rIV`5!7I|acp*S2 zGw+Y|$O6)gBv1>*$1jL1Zxjq|_fw1I{C&s=gBR*>IC1V1T2vXspdy$FnKjK zq>B56DOJ3mj@Cu|ay5JaHpp0fcyAoZ}_KGpF z2b-nBovfH~G;f|f5FCZR&*tDEmeasl@2>0Lx1(d;-_;=qN{blSOASnlX}xfWaVk+? ze2}2saQ^}qiE#eMfBeSP8&{8gZM!N_JR6zS8&_t?Au{l03zboiaZ)enuWnlyfGcJO zw~Gt*wty+kvj^CK9Y(Tv^8YrU>@A#Qwi!Y3bv!|HSYEz8HW^8)^WpupxBPQCmY9xt z`T9=*4oxE#NM1p%hivXY@t51yj`J~83H9DJp8HUHt<8Q+8v{_|uda4L4 zDx7HFDJKTybf5{P@T`dTY^Ta%uL6_B^hr;Yh=y{ClD(0W2KuC~&an?VYr{HI-Znur zhUBZ}`&W_cKd=ja{_NuYRXvei2}8^ zo&uCg!}!^7)~Xg;klk!0Y?D5kvF=umd~+(!l4<`6t;Yt$`Z~wCyO33Tu6#WYF>}%K z@P6Ot`}+dL!o3w{{p+Ic*vM$f$td z)+{b9e!ayynFyA2d}Tlkzs0&t96jwHmnMP+s^4tVv=La6s)zo-fbjX zoQN{=o1f(nIE6y+Cgyv^RP+Y7Ip_{i1mvfrMpMme-| zzMe#><9e|&MpIqyPdg93TbksHewEJ|Jxc8KFgqVkU(DbbuESB8qePbF1NL}C23lqb z5{lP`!+O;Eun<;4D_q4eMV!z`RzJJ!=^k{J@f*^Z2b*|380T9pf<$Dedhn#qSh#|(DXrY`Pg#(4Av5F9{jTeOizlyvDaaW3G z?R)H0_z}4g2-|!LDC80kA=9ABzv7c|K$jPOBBIz^HxQJM6_It`4Fi&HXT%txQMqor zpp#zBLx&Jj>}3qk>>%8=A~a(9RcLcq1`zzc7~9oY%8mHbz=*bC|AWe}yoz z#~uHnY2&P(Hzafbdy5{ftzlOy_G|5&YM7c+14@B_)(4gpuJo%_w{Ftot&k%zO@Pe% zyvAft^g1iOJ^!^>0ofWfYm76VhcOwn^c^^8vE8G@oPu8l0Lq75CHrRyZOFGOrqOpj zh(T4Ne=b?ICQj+Gt;8s@;7txQMtf(`;yoz=cN_pfXsWe@<@vp^pTC~^tCQ=Fr|i;K zwEAP%*lXfUx!p*V!pKa4Wn|&SaXE)(YvCJYv;nYP)s63Ghq%ao(PU2%_oZDGev@5r z)3gzqchM2DSIGtyAlE~0*9WIgYRvo>7$ZZ_h4uL2!`y|pyu={22j=ai@pOx;KxuwoSl4d(D1ueb4wZk?0fu=OGpD zp!!?Ny20RP^#gx8V5_2ne8%*n97aX8#&w7a9JMq>Z3T3kDaa87paT4PUA7l&bxDHY zRSaV8yCsXF>0`^{1?^P}czE!8HnSyU%xiD<_rfd`JEiZabr%A%EdtqG-o^W0)7}4W zE!B}-0a)Xf_sx^Y!{6`RX&xv(w{EFMs*;F}>#dEQIR= zAsqnnMEsmV|DP5Bh`1b8@B9&|-7Xf4gso|>dvFw;vpg}dAXu7QNVyDa4|$T*+2S*| z(B_qkC@?CuZmLM1561e8xe_Ot=3f{K)103Bms>&Y(^7K|%N8traAAhI4!gsdk4;(l zbZlGmNdzwyqF!6oMUE2Xc@R%RKBT+Pfzy`GF?+p%py_G;wU1b(zCgN#@@w5@+U?=V zmbI(V%ZmJ3s9AvT3vR`6x0kPKLRFVh37C@$h# zWC+p~x^x!8j&h`>jf>)_NHTvfJFkI(ECP(C&R5RE2^I-CedgnFyagHK4<=kc{X(ni zq!?qne?B1FMt6Fi9&zi&Yii#?>_Bs&^zsp3+Jnw*{UU zfB_{*eG@0N(&^dZ{)I_8!BuavJCy}w%xZd{8N|8NLZk}-hsZ%w#mIWm)Nb*CMMtjs zQ~<}js~@OeXmP)clWOit^{t?U62@7@as%-VPUvb%~F(Y1mbkH zbi=rMjCyvIEGNe{zq2fL;w+U9=Wjw=U}{1%`{$Q}D_Wy(mg0BAOL0rjLU~>}@07~J zL&lKywV2A_v8&|s{oSBt-tMDy@_pUJOCN2J+9x*@fNz1qH_eG9j_S43_e$d+`QDdo z8m-U@(i94(L29TrL-Pju2eXnNE?zYhg-I~oqc_GgclDWs#oi}TgV`$-?TY#EDNs}- z&FrU!da|RIST_w;37Y)pX9t7@s5)iojeQT_O08`pCMQ3t=&1pb+QQWb?dFEM*DEN{ ztSF8R;!~IRFG&q~uXi`&eo!WHp`@g_w~_x|P!5x5c5o?^61ZBq3uBYS!E^G>^f)C_ zGqkVAlLcptkw(7<*aZn1`Y;5jRxWBgdsTZ}vU5#jXK*LTeC~efDI@bJ2LwL%`*z=r zM@;;(<(}QQrBda8*lhlp{GZ=51_JP&w&^T<*EsPh0^xJv&rEInqBIfu zodI&_Lg8MUYK1EM@FS|6KL7UI5yyy#Q^x-eCoUhAzio*CsDr+UJ3_w!z$u`qd2qX^ zS&m{Qd{kT{mR7Zw*%}U(a$Mk_rU{b_L5$u_DD$gNn_E@GniC8NAe}I75+lY+e#WsI zf3=g$E*Z!m*W`W@k?!D21pYkB^$ppZ)2UWl47?_6VhIm|X`qLwJs5O;Bq+scr)yfA zbbZ=#Ki;S+^fm*gpXMNG zGXk_}=_iu>=&d2~M z!GMK_m1yZ&S!b~!sE+}o+y}m>9fKv1ODlS4n*zs7Rc%9#6rlI_@}6Fg+@6vT1V^+? zCbqLYs=t@jTEbLOyONag|FV)Pg)};ZkIg8Hi~c?t$K5oLf9yOe@@09yd!Q66J7CIs z>*)vJ6+pwX7PP}ybdbAh=OYDbTats$L=q)Tl^VXIWlWyC>-|#*ZlcWIOjOIR^c+Tz zz8W7vw*LAvy*$j71O~%~$dS8MrgQ$OUOu}(0*taN0NoKIR{?#4+3) zVxJ$wv$(C7xXg$Fv`$gSg=n@bE6l3)hZ2?%iG%5B^$=UNDOoA>ghRY?_$%Yv8oN<0 z>sJ+Gdsl(se@x>x%j!#SybuKIe!MfD7XNl#$%ysGqa5DjM{jvKZ=t_%qI1#xxj6ik z$09(jE&9}RA6nS^wSM89E9h|~!aEUA)@f;WCoKDzU!8w$BQ8GlbAAEk*{!Q)}r-a%}&6Vpz!@~!Nbcnh73uM~hJ0|n?%*RJz? zS{%;(1U!0N;Le$Gk?)-O-5llF8Swy zi)TPDCDaXZfrp>)f_^i4hXQP^?`3KoQMytJERrY&1rviVH3d(*1#Tn`Ug};By(dO_ z;DlaDm=801wU@%-@Llo1VH1`*Wy(_J)5Rw>Waw3xdUbM3W6;JwcD-lzgNB5U1?w?S zY>o>&KYV-+)&J^^GiM1oP#z6##D2cX^d?DtVG`o3wnNMW0rH06#e@(G@w zB&U2X1i-)k5oj~ypI5~{C-xMB-QSywqN@pIiCveDlL$SrhF|dg-aj2D@w=j{+OOGr z6#?d73PUoUu zSzX9}4TE*_LCkXDTxNf-zxzpuz@UeHGfEBuQgf9zLDoYT6?lS=R?E9{5*hiIgcpI) zOtxmDL+Yd-TLHV~J=D!o90N^X?^oCr21Q4~i%Y&fmePx)h^sZ}2-ZmOe#m<{HUw_G zDgUw@dYh7vio-R7IITDpYvw)vJM^;3GYXL`J!b11MPUS>Ks)9aw)x)A!}}oSsuPK^ zD?(Zm#sx4^zA14^I2P92gHavr9w#E!EfnE!TXBMyud~yL&)Oc1y7n2{f1SJF4_5fSCA<`(h2m$gr9dJr~qMtp^m+E z>2%5TpU(d_{}Igmjl^cPI?H9+nGaxSwB|ZX^~a z>n&LRnTVs8o{+sEQNAOjKwgqi@6&dMgjgg9%nvlyeEqObx>LX_a2iN77`^u zf;IPC8OGGA^N-3J!yhYi#v--`2339ss@`R@eMZE~6dphIu@J_B2hAeTWC@Yx!iqb~ zHk?^ec^h#|Ul-KcVpPH;uGeh?2D2~ZP*G(x@MBb9OrJS_(ApThU(I1z_jC!vKY2=# zi7K771cwX}$q>nZ?=mkG|7X_dGIS+b`AkO_5YB7*jA>Vmbkm4y;1Id1UzmCy-vq{u z#EcYm6#E8Bx(5AB{qj$*vq63p(cK^Lbr-FCcJ$wf@{1fKXPn^4*bm};wS5(#{Zy&y z>z_0`4=Tq45jq_DT``Z@!;AWL9LOKe@=(%97&0~?%zvBIHP?3w zHnURx&0=w1*TU9P^w3hkvOmDo$Uk{&=k-<#TYk~jZ#hIz*K3XXClqh+D6NIGjsF(p zOJ92(F9t9P{)02qp%~K7ow}i`L@O&*YKi}lbU<3H|HZxB#1x|5d}dYnIBz}pY>s}s zG{q-0q(>NjR)gWQ{1+`&`(7t8hfRgOkX4b*nE$k!yu;vtrG~Omj)GC-Ev_gg=54`Z zc=|LCnT++&5s7y*kwqgVo9mC!PbVR0X(c+^G0dN2(hnm7Z<=~Jg-wLmjcM5S!n?mV zZ=T;mC5$}R_06=*0q)qmcpUYx1yE#k)Bf$50g|$WFazaT701lQnUxC(-O1>}N0R~c zjiqbEfVM-W-Hhjx+^+Awa2CZZAwL#s%c-J?T*Dc&|Zi#?JSt?=7ShrQ? z`p4=%pDk=3ai#4GZ@^s4cPubW!9+XEN5Vn4sSW)I#l?ELzlPfty!r>zz{ZSBOxbms z&^A}n2@}P-n@b+*NbmG$>dO0hBT>wU^LHMX5);r5`cSTwr;E4VzHSSA`fGQT>}nQC zCZiO9(1=h^Uc@TJygk!hgCDW+E3zHDcIw5Kv!4qL)+^Q-sYDqtBbZ0 z({1@lWG?xcMr9b67KE(rSeJF=-XGxovF3UMi|}s4oC*?8H_gs4#4&#;#S12_RH0sxI}7vIx5d{TFgXpth%f$!@qc->63aa zcurte>|^ExaZqB;FRe3iydTHUf+NmS7!h+!Op@u}`>rZOD|U{!_TGdmfnXi4=dvLK zyLnDqSxm|XZzKJxBfJZXT0^>RpU`g4ZgZ+pkPqj*fwWuzR&{nj`RKiwHZ1(QeNeI1 zT6b;HSVkj;BiivX7Z5Z9BA7Qyx%bpCtL05_HxYrJ)Nc#G?n1j}T7$=RGsl(#+cgQ; znL%>SDn>sHZBLiTOdgaj16po_byT9QfuevAhdoSJjTun-05U2R$xW`z32)jb=H(%! z?kBYs+9vj`P87gJ;#bJS&g*-5@WfR8>dikv|JbC^>$`Sq_e6s9A>ryr+QoeX;;DW! zwE-Ga(_*+baA4cPj#J+JX#C7m+|+O#n&{LUO?dI-GEt!3FI#m-0wRJ6J5;9wh{u4@ z1Kpo{LTUI$k^M)}lezYAt`bz#S(c=24-*jle)J#koJqqttB1x^umh=Pg-pfCuS7r7 z1K=jQ0T#$;xC1azRT`y{$P=?xVKC_?ir%3@IydJI{Sn%4@U!gil8cGT5PG+;QC~Pl z3bZPwHa-T!>V7*pvYj>Vs&q6_cP3xQ?N0LKZeikt3>h@j=5}~2%m+ka4Pk$kx%|Zg z!+KJ(AQiVEt+Ug#17;a_ah3QF?d?(`aixX|Q;g-kQfKbw5|Ed*EOeUB>3UzEd)lSR zeFHt8&O~D!fI$gs^0Gb6laHf1qdyux&)C`wZaEoxtOCl6SlQVV-t$bCx9JKk=-I1b z^Hu}EJ@4BVjx31hG{#AfM^3KY9iJ76m$+)5xMSX$;sUeGAW&*qFO^pU@8vH)_mO%S z5-Yy#FM+xrFHtAPgyI{@II6L*4W!>h!fBBFn%y^A#v5BYS(5`i1Iq8Jj`!PA4dwq_ z0szR0CZ{ZcguO0vJd<|}+BGve1Jn-4!%37$!_n8d&Yw?QRWF<&??5UAcC@8Wp{T$< z`CZ7SO#u-8+YPM5nKh`GHQ*$7`VGT)^8Ym>0Pd&)36~v&TK!=P%6?sq*-emcS?kWl z`9~;7{`#`%166wJai>&7`w)c30G}!XG`;S5_1OTVMe_>vm5&Z%#-`+b|3=p(5KyNL z2XN>0GY0D{y+aPmZk@C=dKlO5`}-#d2^fY8yXq7B^CY|F1mGA%3mj7|C5gv)^I!%) zFp$B4C43RN1cKn{FcCm^r|f6~LP@7(-PbTdyy@I#j`%0@*5uLw;1_q1%`pS&Qt{O; zt|SK;M3LltQH}_I{(_s(q2r#mP1%+BFn6bn` z)yo?-#D5NiDyWFk%ZVi9gm8ky%-NEc7q6doOzS4(%@t_2I&x_zKbcQlVOTtMOpHz94rj7hD<7kiQ4I`yHY83GE*fwWP@zdv zG&MfzZ%M;g3~2DnkWK2pUKCJLM#WANW13Fz)f4h+6S!*d`kcYwX}AvenOoiEeNLe^ z0x!bHLXN})>PWav;XuFaoDpIg_LG9U^^$KwwBaAZd8Ql#;r8KT7$bA6+5M(m(^xcf zrwIA#E*~VjI8NnMXo=f%>MkS&V8zc{O03RX()>ZN&IF7~ZpNIBUrS&>a^Nc559v1K zBI>A^U#g;dJl^g+nD}p>lr;i z@i6&jYkE3nGHc97h_>^YD$Aef!-YqeerUX?`Hwm~m$`dD)xGwoGC#B$ zg4s9MQ1Q_+>Yl#R%V6u+G&|oTcr-r&%Llvo_uBQUgewdQ=VRxsh$m~M;+*#9*<+p# zc&=EEeVK_H5NY0K{N4p6&o)hJdcu-5&Dk4`oW55{Up{lpCy*FzKMX`TQ>$Ua0)eyw zsjWv3cxeofE>RMoff;U`U?ap=Pu3xFensF6{+)cxnG~u_#^y&gZyPJI6Dzrfk7_l~ z7SHfRaJzBwlZirVWoUEq-X7RPWP*dW;qgZPi@%q;;}u$(=(NOMFnt_0q9KBS(L1Lo z7Wo0@a&mJ)0_G!|U@-n0&%;tBKsdofK0HURf41HJTv!iqNPqC8BHausT$5P zEN9rIAWqZU*)Q<@JG@D?ks2KjijWo8Ur7?7bjMf&j@oIurXz~=*U15G1>*nSd+4Hx(Sad85r7KBfAm@E@3!ca9!kFj0#G7v3 zrb1Vb%e>^*9^xBkNW@qnbN%X(>9?LhhB((4$G%{BNfGB!m%k+U)N@hXYn-fPpl#Rl zPt`1+aM>La($TYwG2ps|6ILv2P}=yo(WMFE7?8SVyFzq6**w}9ml%fToVME(kfVt* zv2JTnWwd!QPaMSHNFd`_M2p-dzO!l6C?~Y) z?!Q+=Z~f-cTRo(kBjZ_1%H@}uSKB|_oiLxSo)QkeTXE}?2t5A(DJ!f3i4WZ1J^-st3EoK7AH98S0cP8{^_>V<4DwAB)`yPB zyjLI(OG9Pwcmx=&bU$v#6!xql1DAvvYhT-+=sP=8jJiqEuI^?A!U~D$M(K@JkBZ91 zPM!I7WV?eL``{D?slXx9Wq4lENW+0ug24Jvzuo;o%dHdybSOj_b^)gJ)tk@ciM5)o zkoj}6FneuTeTjJRh5U`l#oCVe6sl9Hn;VkX>{UjSA5ri*N&lA5+xpklClm<#0iN^o z{SfbMx?0T3m}OM;m;RyFFiMd}aDgQCYmjf)x^PTnISt#GK(y7DSvsEzbU;D1e(mNf z^yI>YZ(n4sjyHd=;R3vlJokKwu(g|>(n%o)8R5y3xu!z{{7YU(ib3aKH7>>P&m+#u zMODNf$5Z=&bprKNsM|~DhjT_Wda&ZCG8}#j;yo4pS7+>^8uXgr=It|jv0O}$P5yfX zM#2<{P}yQB%w6Bhzu8u)Dxq!4>y#pKUY!r0^n_hqI9o}c*C!upkLoM#4HF4E2LQ6Z)LH4u(81} zF;XJEIE&(ZM(?*llxPX3<*$}<6A>h`_6%G7YP4;>?(d_$Qs2$amxRn_at;u|#!inP z>pto2#*LocS(s~--7qlZ{xDn<9#VM?xIOLm3y@svp6v2Uqk8oV!RjXM33RxRJI_Tu zlK26VNkTxwuQ48oQp{7z;Y+n!-E~h-O-*Hbt5rTf3IzrPDoxO-%HXd`b`!bZ$5Y&+ zi=xW3+_l#Dn+`lCrq(-r+v`tuUVQgairT{SO&bMY16*SSAJ%8g287F;%YW%1U?Dyq zi>|FM0=PQkw!t}*WRx=)roj=(59LfL{*1LG>#no4FoH4m5pNtS3FxVdaa$eF+^}j8 zhx6vItNLrjZQ%9!?b7}-=cbj{SKGjImYv%k$R`R4@Jitn!j`Qhs+I!sOgfizY z-N3W>yy!8+xj#4XMlj8N$t#i2PJeHAG}3*0|XS;Pp-(?6yL>MFPt34 zII*G)r$UEZKAZro;-?Gp(Yqh3yzSezD{7A&Zu+OIXXp^EZ3W7?(Bll)ezl#EpNCRX zkDF`cqVH=gddSdmFwkGk9Fe`>Fl3Os3pBjlXI|eJ5r@a9UgLRboc1A7e|Jd_xggM}1JvgU7krWAvw~CsBFW=- zJazrUyWit86Mc|@G{QoGK>ZoQ&`_+6%FG0I&?XB_$1ho57toT|$mF?QRHIk=t5$3R z@+MrzBuz5t4OrMTR!&84QsDYm{~;_>h`=f&l2-+R^B3cfr;(*wPBei9sfs;GMGMcT z-|9%#q}D!jM91~nd+5TNTJ|XK$7fHHzg|n7XE|vswC2H))RXR*&H_^^?pDAh7*J;C zo&VTO2E3dgdv{q~vqB~QTzCpj=KT2YNB5Jn->Dt+xmJ+je~4)LUA6y4Gdbo`B0*cw zf{g$Kw3?5Jk&WB83*OTju73Jsi&Y^#2~b#S2U#)+mnfc>2PfbKkvSP-9c#zOl=;c3 ztye^27)v1%=k479r!K&oe8~7eEkKHIXNb|;H#>))r0Bb<2zUDDbVlSrk)7NZ60=Hu zhXnPE*gvN_O^49y2-qwpNUB=4qtZ4j)foo{2IO-;c-VP8Uk(8mq&IedeK2XU)f=is zAwv0``E#@DIiu7tKz-La)qK; z?etNRQ-U2wYUGkO2LJYM?OHo8ySTr-o`~MeP)wqJv*|~8g2AW!MxI_dr#*$+hV zhY2B4)mp5r(c%5f)iZa*6W5eM)-qc;I_grxNMmzfk>1^uy+2ivue!JMknOgiG18j4 zdISgRe~Anz2I6kvY_#<{$IE}?{{A2>%V8760iV+oA@n7QdgREFYR9GMLPql093I1g z)A5itJfp+Nc{FINf0njJV>$D2d9LE-quQZR-G!STi_yz7W=W-eOphS@}|ubl3AbOll&4_a5yGt;fx=RAtkh%*2xe8 zxfaFoDrjA|x3K;;{nnC6?5>n;Ypa`dH+ui8QK==Sc_CeW7NH?$eYtQoj0q9D!=6 z2EOq(+udDu+S#V@1Qzj~M@jibYJy^93uN)Apohr^6fdz(vA_tv#H*pvT0h&q$FH2l zcCF>>B+y%xur+pSMoI{(U^J!3jL4TScm%qRqGK1FoSazcj2}M4Jm!c25Nu*E3xTng z$J)_#2pf6nFT}dt>2sxLywAwHg-6GD z5|EW38BhUII3RD*=dGbIzG3fW4FdnYjt-bu$!a|1t7lXQ5cNh53#zEpA6vU>rFXFL z9r3)I8)6Y5+OW=lB$!9n5s3M^Nt$u>!v2-^4@C=vU3Ri9pVzO6Dv4TU&ykgh<>k=2 z1;b$|ZSqKxTb`g9=92p%@fmxi$FC4hT?by&a4H@VC{(|7#RX^E!jtwC>Gb`K&O(q5 z;lsSgg81Vq@$cIHa;=Q)c;`j(v|gLiq*mX8s1O;J_%>dCb{N;2Jqkt!PA=`k)*!Ki zEo9v|QUHr9Q(mQ8O&ViX7pE!q3a*eAxy>y6s^eV_EqxGOK53bP%)jymq|C}L2QMAN z)d7PTtjqq#mF8|xK+jXja~i|OZ+5i_qnhqGTi6Eg9k1Dy_%FSkxK*?wCbU5&L(3QC z+{e=&pTl$2-M?*oUAEi*c~!2uvG9;|c`DeRo-pSY&gzqz)491OHxm0k=2`Dfk&7#D z?RU^5^x^3~SdMCOnB?C3;}aA`QskM56D+ciIvsxeHyi5I_!*D_ZpQ}R&;ZVbuW2tp z=2nDut644Q?)jmufV9yMXb)zw7-5ql$mO`eK%sn28g%=Ku?nuLsA;;PI1gNetz0t7(+7(;Hr;bO!Iq<7Y2+GdS;blpQM5*B8$QSvP)V zqz~P+SSWlD5^71)@jxqcc;zaiREqj}>Kwf%P6@6Q0&fu&Jy2OkCa`}Na@dIsdaz!7 z+7PG0z1ngnJ;g&fv{O0waTFjIpxEh&N}u69nhl&xNqN%6UqVLMZQf&1y&}n+O&@D8 zkV5n67aXm%oMA7914w&VdlG62JH$4N@4rFcnJ(9vRp_-hjqQ>7oPLyyvwh{dh~?hM z@95}Qx3J?kX&f-F6^B+a-Ea7?god8EI5@QK;oGGIHYPd-y)2egTPJ52{m*e z<-MO%Z|1hEoY?Q$U^~8JN(tt+@EL`+4)P#CX(Hb{2=;ETrj=a0mHm2OzIhOpsFANy zyy0a%8b}ZGIp?RbsmgAd&sNa&fj_w~S3 zrir#a3eDmhndqyPoBmI5+;&`}N!7 z82tyE5A?0pJ|`VK9=z{f46m4sO(aBo8@npJGI3c76pMEEv5(Ui)$YW##Cm_%&Wi4| z0p@uwBtZ;52GZg?famAGFPr2>&wL}uo}yM?!3OP zjtwR&D{FYtp%SG=yOL>hU^~+y*XVfehfM5&t^_80)IR=nONj;Q^cm3d&=O-cCI&~X z^k{#3`X*z?e~4_nX>Re$qkgDD<~JTnt8wY}aOh!syOnq)d<7^d&afR>8f++4nYL+I z{yC906o_)UL~l(nf?<{poZnN6+%&I+9pw5bLvI~8)^Fe;ZMjT!6&?%qM-MbJl=d%|BCM6ms07^v5SUVK#4q_kcmnCC(6pBAlIc>kCox+$^Ve6(2E*v9C z)Q8dd^5vu5N&^{@%BF}+k8C29RGe#+H7-8Bs=9jEvh8_;Z;L{;*yBe%vtGAfp$D4g zGo;4p{^d(v6ClMM z1((!U+UxXRSd&$J-`d3Z2Zh8WtKOpxb7U*o4-(us{nwsT$zZRZ-G$6lgGoTs4H4^2 z(@n0F$KnmeD``!$wSN}|7eQl3YoUtV6^pLFtfRrm=(;?Z*Q@5frO8TOjU5gYuR+f# z0ye;=bF>K@S7x0e@#0%%p_Wmc-}Icg&fR=V{pPyWClh?aOmj}!#U}s7!&>di zoS9-6d?xMwnc~Xigwau1vViBybCMNascAe3@XXnIO-E@*OZhskFTHnEihWI7Ad|>c zre|V@TQHv84}9q1sna-yPh$V04|>>Th#0d#Zs9ryL#E?bi&e@S!>O;b@0BPEQ84{7 z$&?zA0EgV<>@k0h?SZtxC;Zt>6sdIP9`YNHPBBES)`0iv=8Rs&@mjKyA2Q~&}WQg;88nUxQ7RE3P(zlk!YaS|;T z$V1ZZZFWN?|LSljrHuB?AL6Qd0u--BLK@^J)7Pu{pZOg z_Udn-#EPgtjHXCH`b;b+D2Q+)MI&G?YH7*%*H8dny>TSGy)6Eh(PV^Mt-)=|3NN9M z_1rMCC-HOTFAv3s4(Mu^u(kFzs-9j(>b!$dh>!&=oxow7_VX$@CyjQjTjO?IBwkob zCCWWMOuf?PnaAs!hlvMd4g|vN?6EFtc;rH9oK6z(HFa86kD%OsqY z$1hJ84o)HgH`7w>UZw{$05-!>Wh0L2ng`0YE5z^%71}4Rbi9CyBS=qS^>@uHZtX3n zzQF=aslH9mmN%@3md%IqZvD8-XPIrrv2}(oa>J&NdQ?pAUHj;aRecgzE)hu0 z{&l4LwL8-rb)oZWm5klk_hQQDAxOxc(B+eMGe3an!T?|*=$G5n00FnZ=+<87X91nW zFO&9i_Vy)-PsA-L3VM6ZU8MZ`I5uRk?tuln8tvao*9{O5MT znBz_#1k3vO3C@Y!6_~pjulsLy9sm9qVjOUFSF_;!3zgBWuDfH7~c@YY2P$PWOW|m#?n2a8lt?B_*O)NeKSvUhSU3Tvc&WLY+@X=d9pXy_zu)xPI4-T@3JSWq$_X_!sG%LmL0mh)xY~-SHem6+sZo>= z(%lo^M15DptsA(J4Ycr~=>$paY~gAwG#hLSS6v9Rx@y{OoD#AYxJRA}SAC z=Gc?A368RWN-~8=#Mv)Dq>^zT$vO`rzvp8jLD;WU2+GW8(|)(tR{M_ERXr_^fv|)v8S$&oUxzNvOPzPiFJ^r#JIQ@{H3ug?$eOV7x}3Ge zdzKDH>xpjYqs09g{w4*?I4RUk9Gp%n{@d%n#VFn~q>`!pwtEo_hBXaTuVQhL>c)qQ z1r_Colmwh|5Qduoo_+7RJwCUEFIOTL{0h8y^XK%$f?on`yv2Xg*EOD-cEgx(K@U_l z+VIjW6(AI~hrQmkxgAZ-jYj3?RO8|YT?)!57?ndcKzCTMEa6N%V4r^(EQ!oX@XOKn;iP{L;lzCczlHV^&U2#>d&W4Vv#Zovk%4hUWO@j5i-gWQK#Tj?%mo7Dqt z)1wcmJN!@s3qinBEHvPWwtmcfsH5txRd*@4Cj=paS|&t{48TX}MiX0_O45&L1QKua zBFQSz4o+;IJn%rvp*^f`L=W|X*s$Tc*aPz!hnHWYyG_(~RwNVh4}b2iUNpT|g{L-5 zLr`HLZSu|v%0y^+)AE;FT=+m>NPy>_hrX-CgQHma&>tWkrVi+`bV8uQcM;IV*;uni z1Sp+fbh7&gY`XzsS91#}QUm_?A;2h$mB>su`&_o~YQa0v7n|2CvefXaF4DHpA4#gH zn3nG}G;*3)Z^GQx`U3?kBi9kB0tQnI*QJ09r;XB+0M@Cm zcM3rnh|iEk(-)oH9q1eGGs17jB-9+^(yoTty;x^8q5ySP5%uDnL#A zM(V!E$jf@yUL=PKe2Ip+NI{?~Vq7pi%p6X2R13&@&N~nF^_Oo^OHU&Y3TXRKR#CV} z)_+wd+m8?55ifG8z8c(CWOjyq!BICeC4aX!uYpBO zaY0}G&_eR*iAGl}cdqz7A1oz!@g&%Bz}zSg&YJ_#*8v6)nhco15?_VyrhGq{y&n`( zh3|K`D`Zxside>*R}A@v#cL_oxFi$}Btox6v7Yw`WoX{jQ>w!s{ypn1yD`I}!m@dn z?j1mt2s{DraKOM*&H?3QTF*`3`Rqnwe?GY)|GEQzizP;%U^}^3c9pD#y+G_O{IN|4e zh?bip-gkSTVT;AqLq5`Wu|3H$kPM0^vV=)d!?O&cTV# znGlusm{0)_n%Ko%mD2+vlafKMb1c0mD_~ zMnH*{O1x}ZPUYpL*3JYA^gM;c1)t^`H&(2D(&rXF&hz0G}Dvev1-)4HW24d4?y6)k2E4yUX=Gp#_BW$?g_=t+t+KpQ_^ zymx(Y-)dtfo*RMdf$mFKA}o8 zL6&NP#K>W1*ULfcvkCqY^RwmKdhFnj7F{G{#NZ1d1lbN9Y=HF**K?#XnF`l5oKQ^H>nM z?pnY!@2&+m^935d-bLE!k8ADbJz%564ip5JdABD1LnLnRWRh6B?MgOpp)-%Yw5M=0 zcM_VvutoINo@SE(YL#{ub!%xJ@?z;fBtP+&#Cgcf;6|UqNBO^lIUJKfCZaI0(tME= zUU*xPvZjfB&&Onc=%&}L;_zJ4+P-jl%Jc^Z!#G{y5Dd&29;b=9-fvBifg_PI0R=-0 z_n);h(;D??nMy^iz!V}muVGKpp>(0R*>qm4Cf6s`!8_uy_kGMVC+_h8XBig2$$B?m zOE^dbqa1BrC3vB&eyTHVVjhihc~n~CL`A;t3Stl)05WED>%)EtP1KzA#4PQ`R=EqR zy1gV77)($wgae8UUGM5tDmDoHD9@U}O~qnPl;#&rI{EP}v@5Oah7snYMhK?#%Yse6 z!x1r7LWh+XvNmXS@XigKL~Z0h6mvwRrY?DbSBE4KNOvRiSrQL{9gS@vZn0xD1~=i* zWJ!gb*1lY{RE(qang9Y{i(Tz_k}x&)F_J}jnb@4M>NCO5*rY# zVFooCa2gq=9CeKESQ6f>d9@_aYAku}1^=E4`sVb_XzwL;?c-TogU}7}%lxnD@Hn=s zt;C!5DroCVW#p!DK;O$oV%TkScTdL0=kA_cUDgL!RA=L-JKvSL{!j=cLgv}P-2(&J zl}V&6Di9zM!%ZymaKT_H(cc%Dg&RJT9nOenV7nD!|A@zZ`>*E<1f2f$-HVHXFcG|z z5Q1F~Z1BIB$4T}cD*IjTU%IoPZ~KXS628Ff5|I3TYaH>4Wz-?kx<9z7Tb&s{wh+%@ zr){vp!GN$D21^3N%WKxkdga^n<-@TrfB`DPQUiHaT|3680Cb>FOA!!p9Xpr;lw}Cr z5J4i**qbG6-<}7Zk3(b8{QBZdKU<;CtFuiCiy(q0`&FrtXY4TOVvXYFBy;w7eurqs z4Mfgr)nd@|#Vg36d*IQ8++FJxD}kD8*;ZE@Q>RG0&;$c;v>En%Gy)jDE^qRzq{C$W zR+#nq8Lsx~=~rSXmK$ZM!7&K}3gpw=YklsFLt4oIw1bJk&!t&JEjpez8+ zdV-sf=hS@%eem8xve-bFL|ALMnVZkk1?uv{t{e_1h7OtphMH;oqbdEoCo=QdhjSr5 zQy9}9_Z>_qCBFdX4mz~!qc#Q|VXJw|+|Trd)5@tfecMf}rM8N{C4@bAYLJ3;wKLY> zf4X2ull9~a{;(T}F5z&;^8Q8Aey!R9qoI3j)DIe&z<_r|Eu9^cV-0p7cABdmP zA0`4DE}Bh%^jaj89E4B@bD4A3*dUC=%b)-Esy9vj3>9_yzu+*yGZ0adhd7pXQ(~0) zYDcq+@;;TNf^@DC22g$=7w8TpjrZ%o!2%!P9lvwCU}h^&1!abh6`2^G-~`t(y4f@^ zn4>O;w@&o5j*UNJ(^;Tb+R`;RmG^eQWv=f> zcZ2tpG({wiQtmI;MwC9!Pb>G!DuE#a6x4ZhRtJ>hHC1xmUuhqvywQ>#`jJ6&=l6KM+i}OhOd2FLBQr;DSTm z0r`Bq`YBge2(p~4>$A}q!}KmY%`W$+z(A(P1grP5CHjuB(&(tdp0C~MqUUjaY260S zZfD=c$5P)n)*tWOZfnN}B_NQ){#~+oBT#{As9Mbx3L-m;NdB@}JDjKwCOzGN@5#C2 z%{c5$6X7Jcs<#fkRDcWa1wG{b)KR+P&eDyKPy095mjAanF_-tvZeJ!VvX zElvn=>*PF{tp>jUxIW)H*tP9@CLZ`nFK4D&gjvi%C-9B4wmjXgXc8<|vss4auhub{ zI6Af-L&I!AL3$1HO1~|i=TCYelvmkQU>*wTtv=J#Ri`GnqG4& zD=4t|nitP9MK~HCgcAC^boOO;Z+v(Srat6qXbfu(w!M0Je8fW08DP!mIxACp<=EA# zG2;T^*RTB8mgYW)Ts?)sfatoaG$&9ktBOam)58C+y0`p_@{QVthlUXa1Vl<&LIDZs zZjkN<8ITU?22nai>6GqnNfD8d6o>8+kQlldo|E7G-fO)do`2w(FRnG~!nw}ac^rFh zCxz?AkI)T{I|VaI@{1K+k>j5#&Pnwj20IymFN>F+oRIpqGq6se~NfJdUVSV#7_O5!dtvI ze)Vh40&i91`k)uUW*tLKbqCAM=QBqqq98e2dM+(HzilFNY*9rMAWBdbM5spV>0Vu| zAK?A+;X^$=V`{h701mP@UE*7p1PP!_K39rx9j{AiN)&J^y!8Jm=%Ih#nwMo+cZ$?J zwF2Pu(+>W~1mW*1In+hord;_b5jNP>c4`P|4L?nE`%at_v(#ZOsl zxR|RED1J%F#U%_Ci*>4b(2FT;IC}udbl|3GT~DnROy(bxx*E#O<#jZHKhPj6V@*xF zX`PNNFn^aBX4UM>K%%6^TgEP_M+g9Y;O~v<#p}+Y96ObmGVrm{KQ1X#GE*E-9TC=G z-R;hklzVz*p_{*AP=C}e4(j#X)E3M%|3x&m`M%7_KK~rf86<%C^EHw2jzohujS&+R z;4jR4;qC2k3d^j?THYGXR<)%{TfGw}t8NnPzkS(M0S=9Mk3JLtG#Ky)lQ-`I!dK+V z8qpwINq9oggig>P_VBiN zi-K4_(C0(uYr)Tp6lUw%l7J}=4af!*E&V_GntaOjjtwi<-v+vo%(r2n8Gl~k>omPI zu3tQKCG|_)tRLy!gF`~1@j~YXsB~;;qOWqVZ^>EFSC6tHX(ig?f*}H4!fDwl^6H7x zX>mdcZ}v>~N%|f84VnTBKX|}b0yMmG-iuG zEXU-U=gH+JU1!NHJ>sC?!w}Zd-yYA_daV~E>o>hf9%Q?ZN!2CLF30U6_+{(N5p@vT zN`iaB(bjdO)otqcL*{qO7*-l8Y={Umc6kmDi<*d40;nYkE%@{l$f)P`Ph~+mYp?Nb z=Gl%V40y` zqtqGExuiA78lG`;3FasV6)kGq?v}*2^L$%;Pf+KtE1uYY+peDPN(6~s@AaYh0;(IA z9Z&TDvzPCKxLZEWnA3|KBIHY6=(ucWG_M{OdsY^Hr$Irs;nHptQ%!A-sSAHOw#6A0 zR~gEaI1AN5I*D?zi5jk5Rs$I@rby0xs7_V}D>j#noaKAz_*DEhFD7=^_^)w9Fr?&Y z3LiCKery%V|3*XLf9y-~@&r04IJ$ppr{GJuXvlfrneWAB|9isk>&*Uu+aazNZy&UQ zmwsWw6Qb1Zp2YeseI|S`H*ro0doB8TWM0_ywSj&m<%HNHcpzCiDqYp~X(GutqldB3t|MT<1_iJUU8>u9Kd632|(g z3|6YnJ8!c9pcZpSY+IoRaA`3*v)T-j06n8WZiLwE zsO#7I=pgdtQ=OG?8>5t^DwgN%R2h!2-+NjEtANz>qRDM&TB19I5o_Eguh3kUj1&;s zYMfKL)a>bedEOu49L)^{4c#*`Gxu9KZGjury~Qi0Dn4Ip7cUYC`*&3a66WM*qi-Vw zOT{0I(71?IFP^jA4ZHDM>|#bV^nXZTY`Jn`;RrLkZ9}XjUFo_4tmUgi*Vn3AqFCAj zI`mbC$QsExT!k><*QDhP#pW-u^A@$z)5S2rKo)EbL>ZVUq#~&;r=!GKOG0u91;#>v znWeQ9bA!YBRhcS1Cbc90n_%5u*tsKW9e$B-%ZU1&K0a_=ksN{T^8f32{<$hm6W;C}y`#ylRmKd)A_s z`+$+tStu_x;}35|u5iS5?!7feSTWMSlLwMzCn3XyBdIQ{(t|FDE~VfplQS;zWg+`7 z@AFut-dFtX-xurseE#(zrCHii-Oj1}kA69Gm%2afYU8bKsEj-R7eJ-&9URDi3|l6c zT;e+lpA7sN4e$C{S7v2=JGx!#<6yfaFHH5|d`oR5-G14=(gKF)Oaeoq|9<`z+3G8i zIBnj@E!+o^vy+#z@)B*VSmpY}jo6HBkQrsko<3GM5vz>+@9164noG@lrdXlc|J{Gd zR}_D?BMV<+El8@0_=HT%y&51-&gS3(tUS!d;N8hTiZf|JnP2t~rQ9+6;@@e#g6g81 zg4qIvx#my#j4q+$CV&f__zOdL^-Ml47&Hx5vWl4vBkO+A6P!y_ils^T%F@1C* zGYsp6)iMc6WUK4EFW$^*@`hjD_y^7L(Fwe3g!PKmwBtahfz5H^>Jwum0DLgbe@|$T zXZQy?51x6SWgzPSILqOCkT>kv@4GK)V-swh6UrAfI(YLe&1+HQIDNXWc5cTrJ*0;h zFCh;2Tkc)MP{Kx5S7>tAI87~Zg4Q;nm=AL2nKV9A}pL0AXeAwl- zPRhlH{Oq|y<2V1LkCLzTSkVo9ae^~{v$$Y(g((Z{R3_cS*p z3-Z;wf%ie9|Hk~PUDp$j*jWG85?l|8JV|PhQ=o{&>srb@Y=V6m(Id9`2SyVCU3rmJ zeLrKDL7Qz&5GFCLg)8(fp;-`p^+8eL%=-{2Gl|xRV0$o=y1PR$N`orJRx`fEQQa=Q zWvu@GQ(mqp;5kMYKOyF{#|g(syK5K`LA=E8)2bmZkrg#Yta||Zijtcoh(_Er#Pqg4 zb43&SiOy*F&T;yS(4!xva+!XaAVlO~W$Au|ThpILE-lCfm)Pq1!#$9<(xsd30}`SY z^UaA^Yh*PWRieY}IT;hDOp2?^1Oxy;AMx93=ZzH-JEjmF9q~)nX|Aw%wfpGljqO7~ z%^8_S0sjGE!s*tVO8FDs=lRkL`@O$ieIe5gR7hR|^84Rv%soP#&Zu0`2ogKag#5xA zVC2F5z?4+Cd&nJGLX3Bj&Op1T9?c&S@~t(_m5C)&3;!A=A+<>8kyM*c8#hXwdA;-r zaKi9+gO7_#Z7yvecewK|YMI_K*_gaevgy+}^dTX%n%cbl0qB;^JQg=N!Tpm-kjP!9 zY<_kER@#;6-Q|#W5rFg5@;-+YDNCNr9~pl|37lZuc8~kTA6~y4=pLd;vDu?_r(gG3 zprTR+WNSK%Od_B4DdA6lOw3X@8E(y$dPc0889ohtZv(mh0!W^&%;8|3I&hnzl`MK8 z-vmRQ65`O7D7z#3)qWPK6X9M+@7(SMy7sRZRUYXuDmk-Tz1dX;JnPM*fEBE);M|7~ zfuo$NtheT(-RNGb^vJA(V2Rx9`vZMKVe~xR4X?Bm=S)i(bv%J4;h#FCsdl_|tQeu2 zyP(D6^6A`4oUr+5c7wyj(sJ?T#?310(Sx(dM zsIVK`h5n(OF6GiMp9K-MU(L|kt!rOs7sDFFL^(!!a`Ur@=zgLX2-DNj78{3tWQ@$s zcLN=#tLY!RtE=bYCMW|A)15vfL_;X43v4__E%oBfzNhj#*Z+>Re>Al`kFXpz>!+l>PS*C(YxQ_@9gSogFD8j0>Yl$XBLV4{3F`~XoIDB1uoQ{kQ&Oa{)EHEu^DoKs_=jj3>bUvFc+d?- zX(VNoZFVGQ=P4F*wwUBvcTEQ_ozCbW$Cp2yZ-|L#M;2V^E-OONgNNlMA?~Gq-#)a{Jy`Tf0B{ig zwWQ}Ca)h0$!DUk6^+|aU0-1B0HH7jcXU8t+rH@vhQvtseh7t;^W3r0kamg&8mrzo2VkE37T90~Cj*&bUfGatc z@QFuc^$f(0JFYZ7lNtBMy#!gN?8pn@N41UiD~b21f_4PGm;n{@{{3g449%cQ08HjmjWG`1 z^Q4ig=8T?wqg}~CPvS}p?Ncr0R^=Xy+x&%{tVcpx+ewB?IEqKmpF(B*b2QvMmC&HT zigFT1#rle%nWt$tf1qT#s5(=n4#uH(@g-LTdH@5brob(Vj}{$#U>mnM?rxKWn}s@NY))Nt@4vNiURFz>w`SF z{MlFa@_T4)95V38$4@B?u@qj@;TTs9!`~Gs{K}*FePI`N>$Q%n-ZZf^mebf=iO9Z( zT(K?>`mqqy7B@C8ST}bejshjGr18$anZ3!q&(k^>t8OZsow|gpTLc_o@uX;I`&X0` zP1SLrb0nAE4mbM5bW3_(-ZRqMcqggfgJJ-*8Ibz`8a+y)0e3hgL<$P76GTa=Gi=mL zh*j@cpSlLH)W}IaZgkNeTGRQ~Lt5L_O_A?^R82N>hy22(38M1*sKWQptlWA%pF!A1 z;uxEk?Y`PbKw@)OdyHSu4F|LTeJbyh_yn36?fpsOoWq~}@%!BsIH}q~tW^Q+Fg_lo z>SB78T`$Q~2%1pi%9I`Ak}?PBK6^?U8RxV~Z7+e2MyaBb!If4uxG6wlNaRsR5V4*@ z`vEvle*{>cZ}i=+0bPqCFOuu zMM9GJR0k9RvH^K6>O{R{WaSe7sQ+M-10Kl88qxED?%!o3lu&AUnpG{Zn&tWW`yW3V z&UG1w8RENR`M-r=?f)y!>J&RVBnLG&pt%~7x5YuSJoI(%SjAOv^ON~LjQS_$13#GX zQN8A!N7cyveR%?&+mj3bt!gt1Pyv8Ci4FRq(+7X!ow1;rHQKLtRS5sg<XfBawS2xa?H zJo^CV2}k}_n?uPsYO&wBfG5q>{RQz|sn@^4u%lj5aIh*MZ#8Jmr3<;~akH4y40mb$ zJGE>V%;Z5jNK)?#RP>;v6B(Z;PbppM@H1>$(j?>>iE&uOaqnuXLpB2jdZ19Kfpi%W zAte7TMQbZeFyImi+?@VKRls)BT8ji?E#R34Px104UU-zmMnJe`*Z0g$2DIB`M_-=^ zLDvrH#)*x!t)z>fOoE#F6DdChxeWmqNOoZQESc(x@Gflq_V^e7y!5@W!>eaOqsZ#( zfQdO!=A2|bdN{Re@!NLKn+#W97=W|mb~tZDuwL;-)Lr@TNQP4Z598_JnqXOhnFkN> z?3JL&At5oqez34Gf&rQZiBXKW=!J#N<6||660~(a#`2kFykxoZTfqpI9gyIgM+C0D zWcY9zx_M#ul58DOTT~1kN0TAS_JyL3na?M4a82B(8*l65fg32X=hG_6U-jHNXQ)rI zIiou1b3wq|yWsncLay4f#oJ-H3RO|L^(vU(sb!L$-6O2OSc=Gt%gf`mcE^YA0yr_z z%#J7wcqHlx8dV=i^ufG>p=9>8Nak$wgVnxip%w-`UEL-lIms^!)g7mXY6Nsl07cf6 zu;ZFlN}iZ70%j&t^vc(GNZ3;tB(%b6vjCeZ)J4G4;zi~X!t)_1K!mE2Ii&S6lq(wb z_rq76=`ugA1#D#PFZ!K#l`w7MzgUGcOmxMIeIE?Nj$tFMpIi@IOg10;!+}0=>TTcn zo|^`3z!5kdt%k8k3W~+N5*ttE_=lm#L|d1S8eBiK&wo@_?9u%1^%+YmDlA7b1)m$Y zBwQi8a&Tz;6J(gsjqcekpk>*1p@=}Xfn>d9-?QK3;~kC5LWoR^>zHhmU9X_ z`<&=!>8tYy8F3|=gV%emyUc_(1-Z+s9L>blltR2@d9RkI>B#cTw2YOtUi`FHQF&WQ zkS4s?IgnCYxMhGnFG{gMXd-v|k%)p~xiF>8Bjp(-MXELTM~0%?18`9^Nj-BnAp27X)RnLSu+e$rKtNV4CkQ=PbMI z6qIh&bEL#hp$)yc0+G{4faRvljoV!IIX*}ceoDsG+(;NuHm(p98+JBpd?wmAP^=n4 z%k6Mbll?^Ly8Tv6IUE0MiD2P4$a{Y6_1A@wSaOA~5RhC0qRKcBzZAsBa21Bjs?RZV zKH?CFlK^aMTguqam@4%UTQQE6B~p?R53uQs z@uH`XqaU$b?9I3S{{8!|wh>UY-$Lx{?C7hs^z|Q~2xEmVDhPoQ^%3|_u3;nDCUO04 z^#5Etg=pUWkO069qvC&2>$#@!m9k8*#FdnLuuoqfs8}vN@m*V#Yb*8Zd@#Vtb-W>+ z&q;#+E&b&faVOL3c2jQ=&sEIMBP-L9!{m%LRh_eq5xZc zdkC`c9cO8|MEK=?^|J_@V_0oPk(oHtO&K$;yoBNGJ{zk(6dF7c#&28IeyH@P%48^0 z(5a#ogrvZ`^VTf9Nad&6H)r6R7=+1Xg{idTcHQB2`;hdH7o=T=H zk!7rCuapp1IlpZ-xX+cQH(b6dt|Tl&a2V0 zoVk31A(Z^zM9;bl6!$xjJrxG7WR-gs{SVHks+W&#TUM|^#YS$6KB_&V?xzth5A^KWtL ztw(>5Fm+Ae)c`$ME-SBEP0}-c{XK$c)9>57vgH5wp?mryJ{;6txJ>EjogAzCvWGC9 zSZcZ;3(Cr(;ATNtOs|p~uKa;E|D2NIHmSm|p{@O4%8p6AYbw%!M7FG~ELB9XNisd; ze?L-YvXQ}z?`UQAEHq3_!LkIgu&_QSCB5d$n8PEKAfkan13nK94kr7(2mT@8psU&3 z2)h0KP8zAB4n9AhZ~v*xud7Rho5hb(@lRddwnjVz<=m}q8+HB{u287qJ!d3XEDF>Q zW4IdXd3bod`dk2>e`)`x;luW-sASTowzI_H+I!8Oi)|jytgNiE@*JQuiqqb_{xNzL z`XFdGS`!PrQ;GZw?!;d(ji*R`lP!_IRulv!G&G3JZZF|Hd~%`3ABPW2n;Z;=4&T(L z0aH-3kSR%brQa1O3XZJLuCdN>j<3ma?hit!bn$jn=T74JGGgUv0!TnSYBBtVr|TNQ zIVUTU?Y)WzmRqC$y#3;DhVk1zQoO9(LB$0>#lO>{2j7WzpV-~Khs3?HMCd&(ISE7r~dq zS;EbTZ1egV{RSJ2p;tMo3^(sSc9=BP*FARem`J7v&4*Q%q4}w3lk)hIn6j!GWaTo5Sksg zIYTUQ0t*t{Bb!kfzDTASm>#H-1r_O1V#s+CK1;Y))6H!A zjpxaNQQ^f4)=Dbor=NBXn)IKuvo=Bl$ojm6d`QqH?lZcDurYfenbKf-`uY)l7PkC! zc$`MMy2&U>wt`s8Sa~#XNJYw0e&hqjOSsN-< zk~!FC;55_}hkr?+1wXSAX$O7-l%ZIH66(9xFC2MA=cjlY7zjkW&U4og9I?EtEEdn3 zVf8%(6zX^vu1P%tdb1B)wC+R1ke@FL)FdJ1zy`cZXlQ5}RkGA0qU;jY9I*~W{j=)! zME*tZ_xbYir(-1~+=}3#yFuzeU}x&B>&<&YlB@Kg0pXUh#iS%O2~Kor#M*+TewAP6-LdfiXA)B|MMSf*0jBAVz!ab%gP<7$WNdyaNYUVSGvNV2h^*1e;jq% z<02^vg9aNSAUuv29d&heCOx)blfX}D!1db9Po5-pbQY^-DFNm2eU!8=#WK!ox~7H! zfk3c7{S2K^sqn3eJ3Fk}yM=z#5Ir7~COA2!9l<*Gy%T+_)18@M{}5B(t-|3eNEl-|gs}?t!R)Z|sZx?|b@#03^ zAq4j=miOF>OUbUMQDvi0mg1BO9gqT1Un4Wm$I`U-* z<%~M#^p2hm_%0#OQjo+1*zbMCa%%0d7mu=h77e#^Lh!LMj;_fr+&gIE<%5PTxl8AE zbwNLl^2UAHUK9U?>`27(5GSYYBpAcPDO5J>Q2 ewEu@64T4}OEFb^m5}E+3hA7Ia%2Y|2hx{K1uq(3w literal 0 HcmV?d00001 From 7d2fdad332fc1b4659dd24c3b4b61e741fa76120 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Wed, 2 Aug 2017 22:33:35 +0200 Subject: [PATCH 06/11] Update paper.md --- doc/joss/paper.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/doc/joss/paper.md b/doc/joss/paper.md index 73662da..c1a1286 100644 --- a/doc/joss/paper.md +++ b/doc/joss/paper.md @@ -30,7 +30,6 @@ available are based on Fourier transform, parametric methods or eigenvalues anal - Non-parametric methods based on eigen analysis (e.g., MUSIC) and minimum variance analysis are also implemented. - Multitapering is also available --![Fidgit deposited in figshare.](figshare_article.png) +-![https://doi.org/10.6084/m9.figshare.5270866.v1](psd_all.png) # References - From 99c854d03a646ebe4bbb65cdf87c1a4e064f92c4 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Thu, 3 Aug 2017 10:33:18 +0200 Subject: [PATCH 07/11] Update paper.bib --- doc/joss/paper.bib | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/joss/paper.bib b/doc/joss/paper.bib index cf0372b..9ac2917 100644 --- a/doc/joss/paper.bib +++ b/doc/joss/paper.bib @@ -1,5 +1,5 @@ -@book{marple-1987a, +@book{marple:1987, address = {Australia, Sydney}, author = {Marple, S. L.}, publisher = {Prentice Hall}, @@ -7,7 +7,7 @@ @book{marple-1987a year = 1987 } -@book{percival1993spectral, +@book{percival:1993, title={Spectral analysis for physical applications: Multitaper and Conventional Univariate Techniques.}, author={Percival, Donald B and Walden, Andrew T}, year={1993}, @@ -29,7 +29,7 @@ @article{harris:1978 year = 1978 } -@article{welch, +@article{welch:1967, author = {Welch, P.}, journal = {IEEE Transactions on Audio and Electroacoustics}, volume = 15, From 4df4ad50510957021256550e1104db55057add47 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Thu, 3 Aug 2017 10:36:43 +0200 Subject: [PATCH 08/11] Update paper.md --- doc/joss/paper.md | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/doc/joss/paper.md b/doc/joss/paper.md index c1a1286..0fa3743 100644 --- a/doc/joss/paper.md +++ b/doc/joss/paper.md @@ -25,10 +25,11 @@ bibliography: paper.bib **Spectrum** is a Python library that includes tools to estimate Power Spectral Densities. Methods available are based on Fourier transform, parametric methods or eigenvalues analysis. -- The Fourier methods are based upon correlogram, periodogram and Welch estimates. Standard tapering windows (Hann, Hamming, Blackman) and more exotic ones are available (DPSS, Taylor, ...). -- The parametric methods are based on Yule-Walker, BURG, MA and ARMA, covariance and modified covariance methods. -- Non-parametric methods based on eigen analysis (e.g., MUSIC) and minimum variance analysis are also implemented. -- Multitapering is also available +- The Fourier methods are based upon correlogram, periodogram and Welch estimates. Standard tapering windows (Hann, Hamming, Blackman) and more exotic ones are available (DPSS, Taylor, ...) [welch:1967],[marple:1987]. +- The parametric methods are based on Yule-Walker, BURG, MA and ARMA, covariance and modified covariance methods [marple:1987],[percival:1993]. +- Non-parametric methods based on eigen analysis (e.g., MUSIC) and minimum variance analysis are also implemented [marple:1987]. +- Multitapering is also available [percival:1993] +- Classical tools useful to spectral analysis and more generally signal processing such as window tapering [harris:1978] or transfer function are also available within the library. -![https://doi.org/10.6084/m9.figshare.5270866.v1](psd_all.png) From 5746235de9e76fb601b20b2ed1b178adc34c4457 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Thu, 3 Aug 2017 10:37:39 +0200 Subject: [PATCH 09/11] Update paper.md --- doc/joss/paper.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/joss/paper.md b/doc/joss/paper.md index 0fa3743..893ec65 100644 --- a/doc/joss/paper.md +++ b/doc/joss/paper.md @@ -31,6 +31,8 @@ available are based on Fourier transform, parametric methods or eigenvalues anal - Multitapering is also available [percival:1993] - Classical tools useful to spectral analysis and more generally signal processing such as window tapering [harris:1978] or transfer function are also available within the library. +The following image shows the different methods of spectral estimation that are available in **Spectrum**. + -![https://doi.org/10.6084/m9.figshare.5270866.v1](psd_all.png) # References From 6263ac88d42a754691c5f6dea0aed4ebb1b6a505 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Thu, 3 Aug 2017 10:45:03 +0200 Subject: [PATCH 10/11] Update paper.md --- doc/joss/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/joss/paper.md b/doc/joss/paper.md index 893ec65..b1559a8 100644 --- a/doc/joss/paper.md +++ b/doc/joss/paper.md @@ -16,7 +16,7 @@ authors: affiliations: - name: Institut Pasteur index: 1 - date: 2 August 2017 +date: 2 August 2017 bibliography: paper.bib --- From e33d0bec67599b9c12d69a24dac3f88cac2a2282 Mon Sep 17 00:00:00 2001 From: Thomas Cokelaer Date: Thu, 3 Aug 2017 10:47:20 +0200 Subject: [PATCH 11/11] Update paper.md --- doc/joss/paper.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/joss/paper.md b/doc/joss/paper.md index b1559a8..9d32f74 100644 --- a/doc/joss/paper.md +++ b/doc/joss/paper.md @@ -25,10 +25,10 @@ bibliography: paper.bib **Spectrum** is a Python library that includes tools to estimate Power Spectral Densities. Methods available are based on Fourier transform, parametric methods or eigenvalues analysis. -- The Fourier methods are based upon correlogram, periodogram and Welch estimates. Standard tapering windows (Hann, Hamming, Blackman) and more exotic ones are available (DPSS, Taylor, ...) [welch:1967],[marple:1987]. +- The Fourier methods are based upon correlogram, periodogram and Welch estimates. Standard tapering windows (Hann, Hamming, Blackman) and more exotic ones are available (DPSS, Taylor, ...)[harris:1978],[welch:1967],[marple:1987]. - The parametric methods are based on Yule-Walker, BURG, MA and ARMA, covariance and modified covariance methods [marple:1987],[percival:1993]. - Non-parametric methods based on eigen analysis (e.g., MUSIC) and minimum variance analysis are also implemented [marple:1987]. -- Multitapering is also available [percival:1993] +- Multitapering method is also available [percival:1993] - Classical tools useful to spectral analysis and more generally signal processing such as window tapering [harris:1978] or transfer function are also available within the library. The following image shows the different methods of spectral estimation that are available in **Spectrum**.