From c8fd007d7783feb5ce62b2976b6400c002687aad Mon Sep 17 00:00:00 2001 From: romanamo Date: Sun, 23 Jun 2024 20:31:59 +0200 Subject: [PATCH] added code for performance tests, writing advancement --- .gitignore | 6 +- code/escape/EscapeJava.java | 59 ++++++++++ code/escape/escape_julia.jl | 32 ++++++ code/escape/escape_python.py | 41 +++++++ code/escape/escape_r.r | 1 + code/escape/plotting.jl | 11 ++ images/mandelbrot_time.png | Bin 0 -> 22228 bytes images/mandelbrot_time_log.png | Bin 0 -> 21488 bytes literatur.bib | 197 ++++++++++++++++++++++++++++++--- preambel.tex | 8 +- seminararbeit.pdf | Bin 0 -> 280118 bytes seminararbeit.tex | 196 ++++++++++++++++++++++++++------ 12 files changed, 499 insertions(+), 52 deletions(-) create mode 100644 code/escape/EscapeJava.java create mode 100644 code/escape/escape_julia.jl create mode 100644 code/escape/escape_python.py create mode 100644 code/escape/escape_r.r create mode 100644 code/escape/plotting.jl create mode 100644 images/mandelbrot_time.png create mode 100644 images/mandelbrot_time_log.png create mode 100644 seminararbeit.pdf diff --git a/.gitignore b/.gitignore index 4579efc..b220e29 100644 --- a/.gitignore +++ b/.gitignore @@ -20,10 +20,10 @@ # these rules might exclude image files for figures etc. # *.ps # *.eps -*.pdf +#*.pdf ## Generated if empty string is given at "Please type another file name for output:" -.pdf +guide.pdf ## Bibliography auxiliary files (bibtex/biblatex/biber): *.bbl @@ -301,3 +301,5 @@ TSWLatexianTemp* # Uncomment the next line to have this generated file ignored. #*Notes.bib +.idea +/out diff --git a/code/escape/EscapeJava.java b/code/escape/EscapeJava.java new file mode 100644 index 0000000..934af96 --- /dev/null +++ b/code/escape/EscapeJava.java @@ -0,0 +1,59 @@ +public class EscapeJava { + + public static void main(String[] args) { + + for (int i = 0; i < 100; i++) { + + } + var a = calculate(generateGrid(100), 100); + + System.out.println(a); + } + + public static int escape(double cx, double cy, int maximum, double bounds) { + int i = 0; + double x = 0; + double y = 0; + + while (Math.sqrt(x * x + y * y) < bounds && i < maximum) { + y = 2 * x * y + cy; + x = x * x - y * y + cx; + i++; + } + return i; + } + + static class Complex { + public double real; + public double imag; + + Complex(double real, double imag) { + this.real = real; + this.imag = imag; + } + } + + public static Complex[][] generateGrid(int n) { + Complex[][] grid = new Complex[n][n]; + for (int yi = 0; yi < n; yi++) { + for (int xi = 0; xi < n; xi++) { + double cx = -2.0 + (4.0/n) * xi; + double cy = -2.0 + (4.0/n) * yi; + + grid[yi][xi] = new Complex(cx, cy); + } + } + return grid; + } + + public static int[][] calculate(Complex[][] grid, int n) { + int[][] results = new int[n][n]; + for (int yi = 0; yi < n; yi++) { + for (int xi = 0; xi < n; xi++) { + Complex c = grid[yi][xi]; + results[yi][xi] = escape(c.real, c.imag, 10, 2); + } + } + return results; + } +} diff --git a/code/escape/escape_julia.jl b/code/escape/escape_julia.jl new file mode 100644 index 0000000..454601f --- /dev/null +++ b/code/escape/escape_julia.jl @@ -0,0 +1,32 @@ +using Plots +using BenchmarkTools + +function escape(z, c, maximum, bounds) + i = 0 + while abs(z) < bounds && i < maximum + z = z^2 + c + i += 1 + end + return i +end + +tries = 1 +maxima = 100 + +samples = zeros(maxima) +function grid(n) + return reduce(hcat, [[i + j * im for j=range(-2, 2, length=n)] for i=range(-2, 2, length=n)]) +end + +function calculate(grid, i) + return escape.(0, grid, i, 2) +end + +for i in 2:maxima + cgrid = grid(i) + samples[i] = @belapsed calculate($cgrid, 10) evals = 10 samples=10 + println(i) +end + +Plots.plot(samples) +#Plots.plot(samples) \ No newline at end of file diff --git a/code/escape/escape_python.py b/code/escape/escape_python.py new file mode 100644 index 0000000..ed877ba --- /dev/null +++ b/code/escape/escape_python.py @@ -0,0 +1,41 @@ +import timeit +import numpy as np +import matplotlib.pyplot as plt + + + +def escape(z, c, maximum: int, bounds: float): + i = 0 + while abs(z) < bounds and i < maximum: + z = z ** 2 + c + i += 1 + return i + +maxima = 100 + +v_escape = np.vectorize(escape) + +def grid(n): + return np.array([[ complex(a,b) for b in np.linspace(-2, 2, num=n)] for a in np.linspace(-2, 2, num=n)], dtype=np.csingle) + +def calculate(grid, i): + return v_escape(0, grid, i, 2) + +samples = np.zeros(maxima) + +for i in range(2,maxima+1): + cgrid = grid(i) + duration = min(timeit.Timer(lambda : calculate(cgrid, 10)).repeat(10, 10)) + + samples[i-1] = duration + print(i) + +plt.grid(visible=True) +plt.plot(samples, label="python") +#plt.plot(, label ="julia") +plt.legend() +plt.xlabel("Rastergröße n") +plt.ylabel("Zeit in Sekunden") +plt.show() + +print(",".join(map(str, samples))) \ No newline at end of file diff --git a/code/escape/escape_r.r b/code/escape/escape_r.r new file mode 100644 index 0000000..1dc45ac --- /dev/null +++ b/code/escape/escape_r.r @@ -0,0 +1 @@ +print("Hello World!") \ No newline at end of file diff --git a/code/escape/plotting.jl b/code/escape/plotting.jl new file mode 100644 index 0000000..d176b9b --- /dev/null +++ b/code/escape/plotting.jl @@ -0,0 +1,11 @@ +using Plots + +julia = [0.0, 1.0e-7, 1.8e-7, 7.7e-7, 8.7e-7, 1.07e-6, 1.15e-6, 1.92e-6, 2.07e-6, 3.22e-6, 3.47e-6, 4.75e-6, 5.17e-6, 6.51e-6, 7.57e-6, 9.13e-6, 9.58e-6, 1.159e-5, 1.239e-5, 1.497e-5, 1.524e-5, 1.782e-5, 1.855e-5, +2.126e-5, 2.174e-5, 2.429e-5, 2.56e-5, 2.86e-5, 2.973e-5, 3.259e-5, 3.386e-5, 3.699e-5, 3.821e-5, 4.167e-5, +4.336e-5, 4.725e-5, 4.867e-5, 5.202e-5, 5.382e-5, 5.779e-5, 5.915e-5, 6.279e-5, 6.515e-5, 6.954e-5, 7.14e-5, 7.586e-5, 7.852e-5, 8.25e-5, 8.412e-5, 8.887e-5, 9.101e-5, 9.651e-5, 9.814e-5, 0.00010355, 0.00010568, 0.00011116, 0.00011269, 0.00012852, 0.00012288, 0.0001267, 0.00013474, 0.00014044, 0.00014456, 0.00014922, 0.00014065, 0.00014837, 0.00015679, 0.00016271, 0.00017158, 0.00017285, 0.00017419, 0.00018128, 0.0001911, 0.0001933, 0.00019551, 0.000201, 0.00020375, 0.00021234, 0.00021678, 0.0002227, 0.00022203, 0.00023396, 0.00023608, 0.00024611, 0.0002485, 0.00025686, 0.00025998, 0.00028007, 0.00027173, 0.00029188, 0.00029561, 0.0003034, +0.00029744, 0.00031477, 0.00032206, 0.00032118, 0.00033668, 0.00034382, 0.00033966, 0.00035046] +python = [0.0,0.00031380000291392207,0.00025610000011511147,0.00031159998616203666,0.00046729997848160565,0.0006291999889072031,0.0007088000129442662,0.0009128999954555184,0.0011289999820291996,0.0013609000016003847,0.001609999977517873,0.0019226000003982335,0.002330099989194423,0.002574399986770004,0.003032499982509762,0.0034342000144533813,0.0038216999964788556,0.004292600002372637,0.004810100013855845,0.005347700003767386,0.00572350001311861,0.0059822000039275736,0.006690000009257346,0.008154400013154373,0.007896700000856072,0.008509200008120388,0.009380699979374185,0.011195500002941117,0.010733599978266284,0.011301899998215958,0.012100699997972697,0.012966299982508644,0.013867000001482666,0.014945900009479374,0.015346600004704669,0.0171083000022918,0.017600999999558553,0.01917200000025332,0.019611700001405552,0.020756400015670806,0.02259920001961291,0.022717799991369247,0.024586399988038465,0.025809999991906807,0.027109600021503866,0.0284422000113409,0.029261999996379018,0.03057730000000447,0.03182669999659993,0.03341880001244135,0.0346443000016734,0.0363655999826733,0.03682919999118894,0.03883169998880476,0.04012370001873933,0.04190379998181015,0.04300249999505468,0.045164600014686584,0.04605689999880269,0.048204599996097386,0.04926480000722222,0.05131660000188276,0.05256020001252182,0.054735399986384436,0.05606679999618791,0.05820769999991171,0.05975050001870841,0.06165849999524653,0.06384149999939837,0.0649013000074774,0.06690839998191223,0.06886699999449775,0.07080449999193661,0.07281830001738854,0.07495880001806654,0.07750579999992624,0.07883770001353696,0.08088160000625066,0.0831389999948442,0.0849789000058081,0.08767300000181422,0.08954230000381358,0.09114279999630526,0.09454550000373274,0.0954963999975007,0.09848089999286458,0.1000732000102289,0.10207809999701567,0.10474749997956678,0.10740999999688938,0.11033900000620633,0.11297870002454147,0.11501249999855645,0.11821519999648444,0.11931799998274073,0.12164580001262948,0.12419120001140982,0.1279017000051681,0.1299593999865465,0.13209350002580322] + +plot(2:100, [julia[2:100] python[2:100]], label=["Julia" "Python"], xlabel="Rastergröße n", ylabel="Zeit in Sekunden", leg=:topleft, yaxis=:log10, ylims=(10e-9, 1)) + +savefig("mandelbrot_time.png") \ No newline at end of file diff --git a/images/mandelbrot_time.png b/images/mandelbrot_time.png new file mode 100644 index 0000000000000000000000000000000000000000..64d133bec9662df9648884b92559da096e1e21ef GIT binary patch literal 22228 zcmb5WWn5L;7d3oL5CjqF6cD7lQ;)QOfRspgclSj?T9igwQYmRkL8L*tLApUey54#G zzwf8_`SP55FaG47z4zK{uQlhGV~n{&6cwbfFi0>E2n3dlw74A-22J|uTNB?6zTR4>F+IpDLs~nv6SYbB4OjN{d#%Nb zQ>Gf>8qZwsq!&BeH7gq2@( z6^MgCkda_eArSoBct`}o&Wt_)f%yIFe+P`)QGFC}G#Ssuli-N`@qNunFo%Yp)yXp_ zeUhtvaXQtw)-l3?pDaSM#pLQ`moaDJ=g&-K(PSUASY2IQOiDH6(Co!m59O5T@u;KG zr&I6K?HuyfNx_Bx9R6R9NRLalD2;Wxthsz+G0DYQO@Z!%h{xZzYj`6Pk8p?cUk0z? zArQ7|9%sn@?-2@Fjoe!n0_Llzp?>{-TQfe6)8HKJln89z=akD=>0H{wAknIG+x@#X81U}PmoF@@D>di|5Qt~o ziGBOLeevNR4HFrq714>S9F{sWo&~G@`hC2+;CsG{M)in`Yd>Dsr&NU%fiS__)?Jx# zjH&6vj0;4XaV2q^J8Vx0w7g7FP~RHTu-6e)d%$i6Y|2l#C#WAmxjE`mz!nQMY){~X@k-Z-U zxD0;0jfue{2s4iRg+RnnH`>K)ty6s&Y;K-({)=>@j+i-6F-^4g9t_xzOf&C{EiT^q z8A19|S-D)(+Q!C4O)ajmu~BB^E}{utQ)Nm%=h5ccrX+Nc)pF&WVF5P82(T|yN@aNB;cU?;s6-j+7 zFYylG0gP7EIV^?3W#7|2N2kiq&&LRC_UE{Ukc(pMRM!$-J{#ARtc*mOvHUQwzc@Wu z=}sIh)@_8_gF79q2!H$5?a%M;4c=$MA|mn3uc+}bSP~x~nifMN&)4@9C?kXUXkJTE z8708Ba&;XQ6Se!@lqnIWR;bBiGgWQUlO!Q2iHn>lH_u`Vy}Z0MY>T7~5EmD>nyj?m z7%4<%{F$_EjEIVgmwt5D=O)6hDnr5jlZV?g;i%G$Pp>LHU#ejTXZ4%itx}8cFe)l4 z!f!P0cuy-KA))4As8gtx{QmtwqwiIzVVgplXi7ej7OQ%;vOWJWdhB30n zl9IQn#Od))&(72@iMnQeujG|faurg#6R{CZb+Sct^gEAFyR~G-?ouZI$WZ#JRpXEi z)5F2R0jI?eYh_aV;-=j-G&IDj{f#I!mEV4TwLgoX10A79kW{|dEXL~|d6l%a*z82W zMcBN!xafJbt;$XjoJpUrBCDh_9(Zzc!e=|v-POfq$!qz0ZffFnwkV!d?4i23ctLRkj?(W5xO*|y>Ha1211~(9OSOwJ&ZTG9*XAHXg zP|2B6{qPD@EL1z%o))5`Gx?SN6m~K*Jw5$sdR|_h_u1k0_BL(^T|vl^OH)uxVAN+xo&$>FMdKtE+x~hzq$-0q5a`jt+U?f&B zAQu;28cH0*lPI;=W$W{ar4-R-kHW;>y?c%+G*gw^!yN`Yo;>*leKI zU~Rql$RC}MKtx1TZO|HO+i*h1%E~GvBiBIu7zb8-7 ziN$=*!-=^%@sW=o=Zbott~xC}uG=2WjkB)otBDLOHiN%)5k9~yRB!w61G z5QwFIr@3v_fL4NgsXv`!d^yyq zN^gqf?CSDzjxRjjVGACrPbDRa%mne;WpkWJ2_@<=~`hpNB0fe9%fc2L=bx?oph#+!G533Ti0Ak{=8sVBy4T=Cz*aP7$h_ zA68@k?=g)Av)cH2HlNS=F$_~sKmdzESVQ;Eu~&oI=R!Bt=;&zIota@XZefb3oV8D% zK3%(UTZJ=7j?ObV(HIXSP$9Pkk2D-2wVaflA}uW~o5S3Lp9H2R_N*a~qaw z+_`f{HOWB!Ar5_Pr|eI?(6lt&Dw}DwVjb_LPW+4au#ZI38uh+k*VUbcO+@Ui?&RbI zkG$G`K{Are{ddzfg0SH#+gVwg{^8*RYYeKe)@D4*yYOGQUfFnpLE%?3P5YC8(;=I* zDBneoTM0(7l^m^_WhOm$vxs5O{(?m#+rYub#s={Mwuj?#H^)m}ru$@M=euo`q}~j4 zbU88~=z=IoqS}NUmtma@4(7h7(6okKe^-6b)5GKE&!4zRm|QI_El5XI)|1OSJHD6a z?iXTDTY|8{LPH1mY=-jsJ$LF&5AWSZ{JDxbDl%b9E~xezu-rS!De$K=Et09)nW`DA zw4PM`tmf|KCI|D=6~|KVaX=kVZq`4aY}?R(@8p~S8riqu8`p0 zudd5KcfD*YY?Fp;Kd4mjbIzvw?DzLKBA$orDb1l{+hz=i62`rKDKqk=fg-}erv=@m z82S(bi*y?!ks2c~!{cgV)x?M|WU4W`UgxemW0Z1k_35qrYEptzvpOj)uL){OVR!+cWQe9 znMs1>8#{UH57a&U?g?FRU0;;g_TDn`lY504=%3r`EBEkB@5xB|exDzklW_ev`um!N z%*Wn|ZD%h9wo~OyIWYf?NqX+m+5hdSLc}E01X}-2SRrext0K~{)bGnV__P}xRX>Ff zc3@&26-9@C?7`*dNNElKSKAOJv5sASa7=bR$#71HG|)j^MlaxeNL=7=S>1R z>SkhcWuCK&mTGf4@aj7z^cuMQ8zb8{Tz5!CVQAhz4zP^`!)Q^3#1mp}mg&-|e0`x@ zNf*z0ae;qdRo?B`ih)y(66L(nz($?&{MiA$jQw2RN`ku!Y_JW~u?VUF#lV_dlRodl zlPrs0=GXuGCQj18vhB%C_8{V^_>G)0jemvUyUZIK0yYMtkvm-E0oPF1h%8z>HD78W zou5m?B?wz%zWW4f6+5$ukLAr58zOC9-w6b{QUZzpeKia)!o^;S)a-6u6M9Y=`)!z^ zCVTwNV;Q1x#Uak1wTE)3O2jJ4}_L z1J6?zi{h08wpUsdgRh88ijWB(KTbgqZEu%`NCJ?qe&Qi3YY_kmDDb>b|1#8`pP%e! zWMnw658c7Wh7?_%IDZYn&)J&&KtjsrAnEH{nq7TC%zen~VyCNF6e1n~^2h)q?JahU zkB={rpx^YLYYC1b=8|NMCnZ>S`UdgBXTOK<)vH%1{PJh6r9!hX5%)TRpRP49tM#$( zQEFxQ3LyZ-&w6plgv7+eckkF8m*tSskj)^>)H|;9I#>%jt+E5)`ThI%SIoXt5vKSq zsR$AY^poFj?p15qczM+c{5#{x3C-7I?U|SH4)xbzA+U6F7Ot0>_Wdv@jp`HgoPv1e zbNbiZc;*-i4yaHZ_^+nWzCsc3B2_rQS|s`61q&42F3!&0VM7Rni$YwCWr zAw3>Oib9)1`yB=%^~3J#8p<*BjJ9*Q0IiY-Jhrev1l#=3f>`f#;xKntopM*+igfla5$mQnVnw12rf& zx4Xogi)DSHo|oq*rw1EpV!ongzaApnm%8FT57x770Zu)jq`dn5{YJhD2_>cP*`YO3 zdI1VaZZme*?WvfUnBs<0Mt=Tk`DET@X($@5%)YJuDGodvarfb$rTs=ZX#OR>hBZy2 z!Xmb+$`#6i!<|{*^J9BcQ&S{*e3!GmeLtVu`SI>R_Vb;Y`i-rvdZ)F4XTjKO@$gq6 z5s`Y!(IPlX(Ctq;YTb^Bw6+>{29J816fUEULJ&|j?C0)r3bL5D<0px@y@F2sIKIn1 z@*Ttf7#203NX6u|#Qnj?F7Bo29kn9MB)1SHLfkAD-Zig}<_^_w^;|>k#hLbb*ZZua z+1|Q2Z^mw;!dz{pj4!p2;}cG&9K#u#1`<^G+C(cH#c{&&;WNK#TJhr}R*si2j0=x-%+BjTJyVNm;M5-{47FdstbR ziIi4S0aUG7$Xd%TEIid64b)Um%)MgEfe*AaqK1NRd$@Gab?e+XVE5BVMVeJiIIxXx z$5_Gof0I)lc;<8H=8F;5W-1tl`XU+@$zLEW1RR%#fH3N7dqIq7`qqwn_~#rM;QX4C z{09XQLx4k#FbBu((X20}pi|z`jcbS}t@P%R=R0pixzstxe<%WIDrD3z@U_0P*6}*bY{;Sfk-##JPVols1m<=2@DkF&%XPt8YOx| zc}f-)-=v}_Qd3inb(`~)AgBH+7-+7y{P8TOtXepyZ0z0w-}1r!ephcV@9FIgVxCaa zea$;l3Gq+iVe2pctb^EluG{!v$O4|wd)g{XYq^=Nh@Ja36Xi1bDoJ)+kmq=1ceEI% zDh4Vx&{+E~AfniY6E;Io)Zj-$Ac%6aLNCv4I}Qd@DSf(%mBQAzUGg#$jXx=`wFKYW z-`|HVVO;tI;&A#0!lkRqcdZXjeJbNvn)U6<*mcl{Ee-&;`CJ^R7pg(ck`NasiB2r) zRV_y+AFYmdkxCVP^jcJn*MF8&UZ3%M{uT?w!)C@@PZDl#mL ziG`&?g%^Qn%kJ=qu07?7cd4K9jChLA%|wH$jIZ{(*t+7`(nP&c6%1Av?EPXD#skk_ z7@cUr;$)5Ga&;r$_w0o;Inz>KN$iN_<>k1Tn7aL5p{2Om>S`P$1|}v;G$x`+DR!oT ze!2q5X;4|>!j)6Te{+GW%dTb$ium}~K2Yi*rS0rWZW%z*$Qejp!8j_~O|3&${bdl2 zhm4j+K}Pre<)y_%B38nl_VxrGOEo}XfFYTaVRtB*ISyufs(E_zrxD_PcOpPD@ETez zQ2h+y9|s>_72tbwb91VQC;S`NG6%fs&*l>#UvCyFtz1>M*N+nEC_Wl|MHaTJlm#_A zpUqSPyS~3{HZJ$5=WvNL1dD-5Y#LY=Yi%K5)GzkK0Y5;;?QMK;U~sHjf==FhDyv_*x5gYaUK`n9oPc=+%$a4P$>eN^}5Q&`)Jx1 zOXr*Wz6lfPt| zRA#*frErTZxWE{S#%hUamslsRRNDp|XmX_7Lg(-x&rqa4KVFC;WYPQ!nBel_?Cj)Z zX=w>oHi~qENOTt+y~IlvfjCRAOVe<&dowyjE8MszHSNdnlPyoT+$=gdc`{1uvf6b= z=K`0IFdoWzW+?3Z#}SClP{Aer?>k*}KYb$@%~Zqh#&P^I<7U&TlYagj_9Z4J<^%Mb zadL-}M9hY?>>5F+h>-tNkJ#GAV>@Ylo@y}ASu=qxfu`h#9`Ox|C_-Z5ap3MCXR23V zEU&EGBjIkJoUB#KlC-zCmz-qQD0#?_`c!X5E{8mLtXW~Pw6%p|ZJ_c{G0y@{JA|>b z@AXmO>tc>Pf3?*L#|Q#K!mEp;Sr`)3*2eKDu84CZMbuj`s?Bq6Q3i=@Zu;*=nusS| zv~(x$7(kff#>;}n6p7IyZD2EafOUb501?&~9_I}-?C_|loyjU&KupMI&pz*W0NwpY zLFwb!{z@*jV0s(>-)s~SF)oNCxIF>MPH z;^&Tr9YA)AK(^LO23m#GW__sI-q8Dvp!0gU<>>Z)pID>U$sQ23Uf$lYDqbhDTt{e7 zY3B>uUI;%mdUiBp2pnj!@!~Ht9UUDLljYtNAz19%^|1tacrhX$*0#4VVR1QF@9pnT zPfh)ef*%f!j(4c6cs+rLNb@;e19}LO-|kYpE=FK+N|<);pgliX%OE`4!dGQE9{OyQ44NiVJ%;?a^P)H!<>M~;S{&1rT zkBIPgo&);SX12k484^w9e^4l1?WK4YbNK%`l{5XXN;%LmptQ6Ua-X@m`O~LQmoaZ5 z^lq4a`|aCxGa4&pvaZVs&+WBpvQ$LQ+WEN`m&7$h34XTyqp5UbQ1^o@!BkBS z!pQW8G?7o$Zr#r3UX@`&gRh#n8F?&X`c}|x-Kwyio$2fAQ~nNTi=3DJxH+T)1d9q% zZq-l>P!-5)9v&VI-_A!0Ujw7e?f3|RuvAHMsyyzSt;=Pd^El1#++_4C3EW((*4oaBuZ0+;8!}nd3@{^B5u%Ogg|sFYYFN&nU#&kv!4984+{U#8_svkl%@QPxM1hd>BDdOns_?KULjLaaXD1&N_HKClF~IpngtlCU0b z!zvDC+MOxwvU8+G+x?1j`zCyT1C_+jp2R9#t#t7>vaj4Y;c1V(3b&yZMBR(Cqvx`+ z9!J~OD74%CYwc65nwcY4ov3CfL1==)jX1+PoVd6+g(U7ZNLiz6PQW$5`V4s2pCz@j zv~+Q@k`^Zq#h^>M+RHz)t=!qWKr^&1aFL@icOEZ2;4wD%*HJVb9b;E3;%S5RQBI$t0D%uK+-|}6Kt2O`|LSU1AQdWT*!r$B?ro!l@$uLFda^L~ z9n`(ohd#aWq+ECq;NijIm>U2 zyIZb&E8kfd*!9jSL+pn~kziqA$;-+naTo?YdHCnxAXYZ}0iB$*tZc#Ss-nRCYlwsq zF;(_&lm!o0ORZeD75_@}MY_66|n?c%x{DmJP4#ho>3ONFioYkYyqYbd9PpOy15H_0H zqHdry&^LoQ@>%qqB}Q;tuoU|H`&l&0&8DhLeL^7W}7zUt=;O~(U5r82cJ`lKuD1f4sHvR=c+SK=Zp?^}p zz9l5;b)qg2ykZOh?DV?UrEqQy9;|tisK;Nko+O?-R1FOcX}*{4=H~gAoe&o*-m&YILOhy40S!r0?d=0oo&3L0{Go>)^%y-X2h8Lpk!K&u*Z&3>0Lr6G!+JyiXI* za9FS{&JVjacK~2!WLr0o{m~;Mn5ENP$am@H-yo_4-9D8WMZsyZ`-pT|y!aQLy_-j= z-x3xWO$0H={Crbr&i}OBYdoG00~Z4ckHzL#DUGmj-Sc?XAoT~hxKM4thnWHwk^WWI zHkC!Rp-0GtL246VVF?z@4B*Q+*=!KHQMWc#y$f1rATr}J8#VzXrNi}MOu~29{e~Iq z9rNvG1&i~aSEus3+=?|eG9gY;$W_jtaWKo1qdQywT+FIfjYB|C3Bpaw+vKmHMEz~N zx`=99fVc%rj&9?-oHbY-TT?YJ^HnO%`VE%AX)t-yB(4-U;S~yo8^_MnJesa)wj8+b zV;56X6_{vDWE7HUJZ5z`srzuZUy4#DdjQTr&Tp3vF$=1?WrwSZLckwBXIoVOfkA&q z)eaaK7X6vGsEi<1f`a*~&aE^)UR_yv;Pp=g0!_(bOQrw2yv~D$iYNFtg$(0rB;ol0 z2%`}7BErQ*qN6a=J+bp&U@-VJuzy zpxT&6mtiTQr0UV%5I7)f!x9Cm>{krKOA0X`t4KG5-V38UwM(Y=PUNnlS_>YICGx%a zri}$eD`c3UT;NF{>sZ~W&}4~~#j?JOrL3$BrE#V0Yy(tAD3Y`Abyb7!RYO$NZiX%} zl+@JCf68H#qJ+YW;Q#o*RV0{#eMQ36Y&Tc@CewT=t?B3;Jg*5u02o3*3k=G|2+W-F-a7GWkbcBj9^JKcnhA7hfeNGV$r7Qu`Y6CW z(Djc|LxI&9VH4P6($?Baj2*Fe;zdSda1%7U45ixwR#mx11OC=xI7lzC%V-w7S8f|t zyrjXB#71kA?5fYq%*=ql0^f$cJypP?$B#)P{YilRp%DLEfeMWv$(^Rh~Os4fg}(#@*iH&y!+*q;X1wr3l!Msci~3h_jnQvc%idCXVzef3V8P~ zYL6a4r55lG=nr5+!GCgSdqs7v$>&!&v%c&15sCQ>uIaPzXZSZCq({^^ttmt9XPUiK z4G9UMqN0K)Zcyq5CERHs6atu7Si@p*9Y%oMq24;$+anQh_#~Ot&vtdT)A;7i8=z_- zTUJ0pgux4BFGDD&Fbi<^M!f8x&*coRB`D0LlNCQ|mLglMETxEt6KIBDP&l$y z>zT8&fQMvHnni;YAX89O{55Gsg4n!UsJ3K#9z>}&T0bie@TQ()PZuA;gB}0U;Q$mN z5c(k*FMFW5{Y~qJ;PebqW>{F4-?bYka^-{@M0yaze7lg5!SQbGcm1D5>)rmzmPW*3 z@B{crE-o(5zpM9ga1;--L2lN3M1(+OFj#-Loh>`Q-tp^Ip1&U5PqeP%lattF%%4qW zo|1Yc;jvA6#J9&?t42T35^f&f8)bUJX@MPP7#EiM8S4!y_fc$g5oi-ZO7408p6_=O^Erz`w7@PC72DYEwQpncQjtI_`3 z2s^v40U~>4!9U)J;*MAXyJLq32#pflWCySe_c|T}Prfl#0cs_ouCA24=L{=i+o`W+vbr;31F*IN~u7WC|U_H(#Bz?wEHe-um9$?GWtI z)s&~i^dFRuUz2Tg!O=ID%A-TcGI!FTFUa`6-$w`y-9V_M?#(%`6{+exXe^6mM0dIU z#u(uzlU>Cs?OME-^oNCw{{0&B?{r|Z{fH;dy8&TWxD!L%oC_W?5ya+a1?szmJ86Ki zmz*JTat?e}eWkiztMRApu$rdepr*{BzHNf@hL40e%R-hsQdWzSRtN$Uuaa)?9bK$1 zJphLkpylPLn+TWZv0h9&@wX^09($k)B%Ch+yGVZUbU`T+_u36=N5JFzQr8h@pFBKr ze>aASNcFXT;m}hpusaC=h7TifIqW*ZMeg9Q!eucgZPqeICJEF5zjZI2BiV(7gjiT2 za5DSNAi~q*px?rnkqbf%MB?4DyU@lGi-oYlLJ8zjkD30a)cyzfI^}k{ zvJL?fQn=b@hEVDNunksd_GmF8N}h6SSKAiS@lAW~9l@@7W+#SpdtFUQ_2x^#Bq8~w zYOGh6=ej{$Q^*>#N$}af3`gM@aoz6@9_3^~o$s*FA(|8%XR7lWeP_D1%4KT;9wXQl zp#Fb=1XQp%H^%|O5$4Yu2+Q0Lgq`!QOq7p2+E@+4z8D|jrSFB`TRq(`|1udi>|3itID^un9H_c`C@+Z1~^WgRcNSo>6V3DrY^yx}M0 z&o9;f@cBm?FsZ?)XX031-@N{GT-VXgjvZzD9FzrdhCTD|VPLa}rSMGJ{7?xC$j*^B z{!~J}aeC2Vpee-B&LA8-7_zBHyT{D?0x{8ayyY$hEW!ASo%+nwpvbx8Nc> zx9@|YueGHm3zW#X=V*u#@rzBJ%aQEVg$8l_o1O+nQSVv}yf2|l^4bg0V!a1>!lD9} z=Qxn*L0F^&%o4Qmf{k@4j1Wp6G$KuV;YY!~9Z3#R>F1n5_`;0a%h^Vq(wfJZXSQ z!9_7Cm`=n&99;JQY)U1|`OfWd@hzmx)w>itY%GZ7Hy+#Q zl?h*7TU!G_CJbWOb|2ZlIwO{zt|ON6BAPyPUf)1V}*~^z!XwM9sMl)#XX(8PKoa-$Ay>3fgFv~+JZ4RcZ zUm4H9tl0qG$HOkGDz))6Z68p^{zSRKen^8OR z3~_3PD*TeWDGI@u1qn!{q1P^+^2_^~BA;JbRgOxD{W&lAb5-;v%ba97l|gm=Fo;Cy zKfa+3sOz-8Ipym%`T%g-0YFd7M+WS3Qj*2kb7>hFVqrJC@!McP1!f2+n^RIKMs}&` z>EGh)0gDRt{N`+98qWLJSRQcB!|H*pap6oF8WO_b`PAE3ls$ngxyPhz{8&;i;4)aZ z{%C-tf?2=neCmEx0u?Ly49zi?+O2OQZ)S2PNpz%&x^0nA*d&IB$z`}07tdQadehm(3oM;~&c82{73s>0l z(8^e?b7dcRSPo!sAd2eLdpN_YKcz~CoKMPY^^33-+yDhHa}^*cb$51#hK8=sHa7Y^ z3yLinw*vnB;;9OPoyuB4bGt9C)|qm7YFQhY4ff*98p&B@1%+OiZx|dg5mBCQrXu~K zLyZqN1C@BTGA$k5x9Vzci=oxws@zYX+&n$i7123H^J1H{vhEg0R*jnEE*G6O7p~B+ z#BrF&E}^rJ(!Y_rw6^_;G_#=(P`e)Z?y2h5Vbb5n?xYP)J6unPGQ&=k1+L>EZ@+RH zutt%XP=j&jFkCIRKv!5rq&C;bUiaesKO<;2@F+~czNM!P zU}*D$;F8i@>TuFWZXZ2q}2yjy+%Kv}1-ELA1gG_fQFCxg-k+vB~jsT$cE4s@+axh)F+z4uA%{ zk6By~asyiTBDI4U(G}gtXl|CcmutTAGN_&3y90nhd*aAg5Ze#sB`C4(tc}MwDqN5n zI!dWeT?it7>W8AUOH?P$nOk?nz7A!-k1jjWKR_Xt&oD}>_j@z=YmrxfX4f`|_pg1& zYDdgm$Dr~n?ALv0zx{Tlx>!Z$d!9eS_D Qyc`STUW1TEqO$_)EuUMFeZkti6eOL z!T&O$r__nx)|#8D3!AK^DWyTzV}wcM^<(U06Rv*x;Z)=N`(spAg3H3=yY?kH@_m|! zmX|}V;|2w4-rT%$Zd@B91qiy4?c<{U&6B6CWfG8bkvd`!!r%iK63+m`^U!-&njR~e z;7YTj)JBwnajHZR?l}8w1cRF7xL2pm#l;Y&A_aBJ)PQj_pEa6sracexrF(1E1XCL9 zheU4@28_F-rJ^NVr10FuJvYkeht=KCYb8W*aXKZ56F~K{MIRSWZwggytqIJ%CWvoy zqDQp(!;v^iYFhl7PF9~C_gQBKeHJ~?ILXnQo`Tzs9X1ogbjACTygI}9-E#|eaZX<>e&_Br&$ zc~P}jbN!0hN~K6*aln4=z9etLe-#?Y#RM7%kpMJKFsx>^BUv#V#_OMLOUu=2(B-3tTj^UZ@M; z!@^;w)%+Z7bETAWsUoabkZ$rIX93ZajJk5TLVo+KaM}Xn;l-wDcg$@)CK#yP8^$A92aE!v*w zZJnjVZTgjw=|t>X2vumiQshy2ssK$w76WNtQ?xV`s4JiRaB%?RHrm2%m-1>~q_?$jU606QxpA_7RQ#%UV;AgxlKz>BQ@KW=O*6YbsI+}z+#gZu#$t?_6H zK#!!HvqSH#cQ=!A#LoXb8@bZ00rAmsQ-~9puL2!#anst!q8Rw52I){>G=T zv8YJ0->)eyF~oL$^;Og3kj;MIV=}2*RdomQFId)F=2WJBY6ZS)nOk)dyf7?O>oO<> z27Alfp+@W34J5jRlGb(?d+Qz$v%1y#2<mSVwLw#v z0Wev>va`SB_4`_0vv$(R`uimK+t0g8qj?=J4*G)k5gK@5Ip&UE)EQ$d!2!<5*xAxT z15f}M3GfXDyaSmUrJ{iJ7Vz%Q13GA%;}8_|fV0AqCKvJGrus2Gt<6jzB_Xjk3e9Hd z7klbJ*GEXcbcw3=Ht~UP6u42R6*4dgkxB&n{&NLqzq*>6|qos|qre{V_ zhV;)kxX49^6R=!>n;qPI(9(5)$)?*tcK`m|(vk#vhWRN#eb}hhAWwo@{x23TE^enJ zIF!QPzGeUBgNJ0&{~V|&g@17}`<^scM9TO3z5E`hBn!~eF)*m!Smom+kz!=TmXsp% zvWD`bRA21GX$iIBpM?hZl&=|PfE(l~mC?KZ`Tv5SfE+P+78_-2p-kZ*d~xgk!SuH% zyMkE~KJ1$aJYB0-+Rr!>MYuxN)Bay22ah{ z)eS%O3><%vmm=Sy8=do|8bdOdQ&3G@Y8Zhyn=z5fTEaSB^RC6ay1Omw94WUEUkEX% z#xRpcK8Y#iimK((S`MT_;NCw+)`{u#9_*P45+gKtUSieyzUKb#B|o}sT0 zXy2LC;v2n*ID;6=8fO|sx5eUM0P|Q_QvKeVmR0qr-WEgqI70b5H0Ibs{jFYmlo#9i?P#we2j%MmAb@-2R)BdkoYK&o~{&KX7$1(4Dk#?qv8~ctWAa<&%Ts9A=x` zB5_Hx=7T-LAsf)3u8V!aE(!#fW=lM_hCeT#2$=DKl9}=df5=P#3|ZY^G7hri6Ei{b z)_kwi6NH@>Ou5T?Oz=ta3c%LwsUr27c>W>-N$P6|BDf}Tzoxv50kS`O_EC%JosDum zNWp&h;TQrHrH1+Q`>ojv!dL7&ARzctCn$h`PliF2fGcmV8fDAKO0F&N4kJ(gaUZ~8}XL>lj*&uynF(bk0L}!DB zj^G6gYk?nQoUAMJXl#3p=u_HTv5*DLVug|^}-B1%~30~BAO z;8LxcAYhvjYkGahznJE-OkJ{$yI4k!?%hD)e zZ#TZJQ;k7^up(?|Os7uz5;H(*DvSHzc<#WEG`hlTJW zaXO2sr<}`}K6dgshM-d3!pJbpGPm}Lqg%+Q+YjUw`@q;fKwz{HnoZ{V0-8!GZiwLq z47V(fBJ^ez(a9qfbn?8sUS2F#3SQ*XEf7zR$F5NJVxj|Q{kw9tGy2#;*sk{;f(*T3 zhsl1pJ1OAZr%NW$_n3*I(JR!@s0!mY~5)?qfe}spumG~^H`eHlpy=}pJ zTl23kPpB#ac}T;=jsqyQK9r2h<$}3`fIh$_@cnXL>hw#o#$pc-_2lH zANfeLkZs*Wuw&>(R&J$bu&%w}S$hG2=Z*wy^gk`@A!y?J7DM8@HxO<#UP=>qDGDEw zb7Y>6e4_h2m}WMRT5^0{NAIQ>J94P5%(F2>>xFL)4Oo2vep*U(e1cvK*xz|+(=T&r z9koQ zYV!>4Y781g4B_kect|>>)>}#8rb*>S&K6(kwm4|n=1&6ce#~f78(ZAdT zPW5R@@4x+k+(2kltaaG}XH%TzyQHKEFo|Lxkd5*q5Crz9_X3a$nsFzAjHBJ)H9k5T zkMq@ScOL5BgRRLUsC+>p{0L0S2JiPdJ8qJQj31pwoa*Z8j$Uz{gB@Xc^VemQp5ZSm z1-ef(`(isN2fABDGfB<2;GaPPs1|)HoTgXw;^FHbc6uMczK2rCW9;ZOo>jTZ{l5*o zT+JxSFA&sDpfFiqeKl(Gy9WC4+}vDS6eVR>jR3A zp5AZpRjrQ}UqM3>*utPG&&}PPcsf)9lS+O=7QbBWnPp75X7&d{<-n5|Ia&OrjZnNj7e*+IU7~go8o#5*pf#_Mju+ zS=K#DQRs05uNWWIkDi`Fm@nVU6Vn>xF;ElG;Hz@w1_MX6ZGis-@+~g5*3ubFfoiU zgfh5CE9iWBiMJtZBFl$Vqml->%mGJBF^~x}`HtlBn4|cSoo9{Hq?%77x1}rRh z%P`Y*or_I7sWp+*i7kqhV78Rj0l^Q}Qw?V!Dm z!Ya*T;gKC)m{r4#&`ejuK~`(xCyyvviMGx?Kn`6eOlnoWGZo{d9^0f!>!ffv1Zl-Q!r5ljgKEE~WX+w#ZO9u%0^{p@Nf9r~okYY~NvQnHPncuPC zoRv>>F2M$EEaZ8BYG3;3RLXF3@z?3pmN_EwPs(wxFsLMyjH8HvH7Tt0ih_zEh?fjo zYWDXqpR$TXeGb$azeM@?j+`SZ$hLcXpBG$7WzxnS3st@%!RpDFTvb6KCs81-g}P{&Sa_wAMr*&%W}`d%vpT-c(hvRmU7>Ft z!IFVw-zH`+^&WnRRa7zdjkNvZ|3fbD*X%41$7z}L*ul@xJ9>Mu@7!^(0FzAQrM;S( z8er&}z*D~Uc+ysbQs9Qv4#~g}%srtj-9E2oyX&5gbg20`o*4CkHvC=3P*KtKoR|F6 zx1^YG?*QqS(Ql@6WUVV=aw1j;lsR;E0~`#%sn7)5Ouj;j;2P!1^78tm)B4aF^eUXT z0pYkhRl`N~2}A*K3@FIU(*`UqFQb~wp;kimp&-&t<3x}YQG8%(1lS4Qw^TuAMsPst zqJw<`ICi>N**jEVL^7MKER=pUV8#t@)kcp4MyelueYVX3cR=@rw#Oe(@S%#0EJ-ZK zM>jzX1@&igLc;3&{5*KOVMqP>V|TGP z{8=4#;mWOBx42Aup;^n2mJhmAzz|{?dGETd(_C|4b2Ad=BlG=x+zWfc5|qsY^epIc zybpC!zIcpBYlnZtchvs*PJ77UV8+=OE3l^drg_NX( zgmxz!sUh&uKxF{|GJfqL_G1PHa}aaEq`*BVXrJrw|9h*+p+GZgri173@bN`_&a0=G zZS;u2aF2fHPPFtRcxeeg#JhVG!e--NY2jK*5cxp_-Y`Ml-Up)qOtU$JKH5nroP6P- z;a8Q;o!tjUS=F}%1Nm0%b5D0Sm{d)`f+P!;?cLqEeU83@Y$d$d)YQo5;Y3i8%&o1N zCrINmOXdz{=j1d9%5-hOD>dp%Bd~VvL$6+)$VVD@0>S@>ceIdF@K`)iQt|Tgf`tey zu$dYCp#A1Yh1^j53WczyVj+)NtVaO4WuJd2DuPLh*GvcLtP#YQD;8AefU;=1#ga5r{Yv z4h{|=^#U<~g}LN#0-^-G*8r*ahTk5Ml8t0|N|U}Lj}7j6Kp`?ahLDF2n6ofqgK;o(3@4EbV$zHbFqLAl2j zeBjrBJO$};q_0>A>@5F^Na#KQv-&W+2p~lvJ|+fQsc2h_CG;4<57c145Olc<3@a(0 zjo05*B~(|3oucBqurN%jPmoA437GXbv&o^(WME`uWMB}0o)vwH1+Wy`fWd-~B>uGR{{8#$Y`P}&G0zm~@dDm~DaoM=W>&;$Rq6_ccJ~VpR|I950 zknc}(!S@R5)`<7Lw#VLLh(a#rojU?9n+f`JU_P9MIDfGKbN(WkHzLP8R(5G&VIR1U ze(sdSLpaSF>G?dx}zCS<0JC9Ef7S(KDXw12GRa!Bzba5N)M{HfYS>TIGDe_`_Phb z4uk8QIpStukeS_r2aI~-1UPC8ehTd~oLTqH*+H{`{GjofSpIgJU(e2cc!vpTWFWLD zwHtl)^Fx@>jMsx98E}gnynzSIfkA<%#W#@BpVbPHNF)T8Rz<;DNH=$9uS3`eHzagl zJPbHKJ40oQcyQ%qT_yJcH3)D(-Nh^~12{F5V|fP_;#~Uu8ZDO7O932Z(g~F?>!GmJFkw zoBJuq@Wr3B_wKFh^7qXcv>8||pX)Y?ZSS}aQu_PfBig$-Zxvbbe9>3Wa&b8I|MYRK z@ld9Hcm~y=cMWM)LX@SSXoqzui>)y+%}(qJO)4wLT{~7g4vXYC)($hPn$U@AEppn( zrks|^izbz9znR84+d)p{P=iSCHSeeQ(>q`0`7}JwbKn2}^}nyfSx$1+<-yINKz86MvB7pZXTITmH(#zt_Q0|NsGRpCIJo~Akx z-t!xtH#$4{Op{ZEOVJ7K_BSWdV=F$ zjN9r*aJf25>Na+EQkjghZe8uey!`i5>k^s^-HKMJsX_4ud&Nb^7>zH!UscF^?0KT{jD`0ZPpt93cR+TLnVC7$kB!~v%Vz6QC?$_4Q0Jh0X&*V3 zS10lmLdSlJq3nv_ZQ~LWpzx4CdW3!3^DRhETXS=BBt`V~WeFbu#|CZBzff5C;OPuW zO(p4F;!56$%~1E|-hKVo(hnStrM$q!xZd8WF0QG(09EA|f*K8Xlz3 zEjuTtWj^cE>0eBB_8vJ>z%b>;#wNX$9&m{0;~jXbP^>`ehDVDNq)HR>P#JonbETc1o0?f<#!xu4NA3s0{kNtaJI_^3003YA-=yqZ{H zcj5kx8#k2O3J1bCw{~Tz&)b^9Zc2D^#cC;vhl|#t6gu!rz@GH~|JBNj22)#JUJimA zir4aTi>@(C>WLF4oQ$s3)M%GP5j~w5Jc1K@_ik~+hxnQHj{$s`Os2r?=@$EnueQRI zqPX*LPshly(;|_Ng%92|mwTOIdb^^ev~>Ue{i-S|(9Fy$`Xi6W$NTvDZcox8vTaY2 zh;h^mnl+Vr^7QHJ5L5jAyD6Wpyuc204y=VkWy6LIgM))P#Ujn?DC#d>gsP-g15M$g zYqST3VQ+75oHhQ4K8+WIm9lNymsP%>CYcl22Ke=}*C0MmUKq)QG-B`Z)5@fIN%QO;F+i+UKve=l}xZxKmWR+e7ZhYQ_`=$pmnZuaL`V1_HCL#4Y5Jj_oq zs#7OnIO-0zdCuL*r)LR;F|n~7Z7`y$sHntF%2UZUdTSw9=GHF{jnPX=N=$Vm%MR{U zz7^i(@vBv<&l+p1R0r7G+hZ+%Sf0~zS@jZg9Bf*XFoO*a8X6j6UIICq-8r|oobR6? z5sSrbZEZtCg&w8f-|$P_1&3n>S*hwe$1)R17M{%xC(a4;^B+fbJCBZ!D|drT=G#;T zN$0DfW}NoR+uG7;R{;8XWJru>XJ@CUjdl2-aZyT5MH2SyM`O{!Hs{&{LqbA;$uu(3 zoJ%jY2SW3SDb<+#GCCnF%zQ2M}6Y-`LnM7LW9XU212# zxw{W1Ojx;G8pfXV_fJAI1H=jP(HELoTlaK!x^LB0ynTBF%rHof(Au3;>NK!C>57)i z!sYAAkByU)fr&SOM{X{J4f?xyO0^rmi2Wx+B4>SZf578Ca9Z2QjU5D-+D5oP- zi2^KgS0F*cZUJ@AJ{lPr86EwnBsiSIX+qkMzyA=}1f(WePyC8ip^>o}D|yEbwlUfJ zz=0t5+)e$T6I+9ht|mC$f&7L?20$vSthBVUYCk;y@G**DwPTa0?;m#!R+MZ7JPDYwD|P9u&3U;$6~SG%+5A+e~CJaL>UNQ^71H64?86^m6a9DmFqIw#HAsT;o%zU>SHfowzeU7!mCU-yB(BM?GI<3FVnGCNhURH z!Toa8))u0H{;Gh#e)lTtVtgVf5 zbxjALf{+dqL3&ymaPF%)9nux7qhL)S%!}vG-wv8CI-|#@+iWR&vW63OWRE3f3va7# zRtO=NX$Xl|4W+r7>m5+w z4p0f%T5ddor2qz32tp7{hKb=Us{{+wqx5s+@W9oB964b-DdRR!wZ=C{X+pv2W){yP zkq~ekLjfk;sY(%J9iPtoDk8#4B)M3jDwBPfUjpo5n(B0&hUsEM1^ap|9R?(AG34uDX0r=z2pxp`2$c1o$LfJ9_dw{5GydrO4T@ak2P2~2_@ zXZC^gO95ydXr!ECuo#R5L?~&~BD|4A43@wfrDU;B5gjT(si}*+N)h{0q2a9nP`dzkg4<0^Sr8Iozs?^W>D|oys;P zKp>gByZgtwx>vm|JUu;a&S8CPJq z-q(jycy^YHf+UsNSzD(X?hdK#MZDbRQ;edXHwp!1{rcSe{BEgeVBoMwqPub9AyB_h zXZ({P%Gr2f>5bBg0~BwBSSVzp9Nyl7UIlcjZ1jLg7xGWs!DrTR?XyKqB79&xh#>q!HXSHMm*Qh`(a z-yHjI8lu%3=RY!eHZgH%|NeAx!?BUHUJd{fD87YcgHw!U7$2wI5P^bIL*Q0znw^~; z)I#6d!as0vm+_Mdh+p7u)y~fOBfqS{hCnP;oReV5B+c_}A0@KYd|&J=Ov9-yS?GrIhXS}Anx}7Te&+Gigon@+Y-KbZp@C8cN1ZU{qBgX&42#7|3mv<>&UVL+ zts)7GtSCLP>T3yIx&TLc%_SvftJ70Mitx8Fa$u_AbPOV}w0_rSwSZpuzeNmFD5!P# z!GVGQ+;igObv@GB~by;m*0;8(Q#Ii-LjrhFPincS*Lo4GJWE3*?Gj^t3OKIS~QxYS_2 z!7MN(?Ig4#M=OFrU|1AYVt5M9XNZ3I z{rh)24h)r|_&HI=$i_onhhKa<4eVYQCsh^`L1ecO2oaKzJGXj0P8L77|J~C3YMG!{ zvNMu5urZRS`Sm#wCjx==8P|Are!TOT+m@U{tYD0u;La8~8p0=bYvPBr?NR|VK6QgBHOFPKCE#q0(I zjt_qgWtsVX!Zmny-{ePpne{Ah))2SDufbc7J#5=Q;%(1VKYsT5+rQ)atA4&6RCWru z0#ZDQ(Eb!YbzG$PzfJwi4nl@k9v6F^d`?^B$X`ci+1c6bZ~L=za&-4xoBsWsp-J;# zofc$FkWplPZWe5*K)w$`OY8@L-J&$W9e$m=)S}j`QoocukEMzx(Tniq^-G! zL+P2Am}qHt=f};f_V)I2a&pvFkrG)E%Qf9mH0Q*wsW$UX0!;*Bi?-Y^>0>78TJZ#3 z%W7t=1Kvt>gEyM7Z|-}XWSaifci+2W`QFi?$rzg}o;4I79!_rX=z8Xsh~K<; z(enQ0t&8e{f&zJJRcq_wnh3B`57a7*fn=Tv&-1@u{(HdOrSaGY;If$wXTuA}bM7U@ z#eceK(vqLO5%KWwc&3Vi5az}-$NMu~Wzik^lryPs(UwuO+-SW&1&Ld$)8u-vc30@4 zRKM9PdKe}dl^tvoS(}a%o4{!`U1>Jr)!YP=Aar$M{|vSX;v~>J1Q)DU?0>BGf1a1p zlpY%q5)$&JC~OfF$(op$=;$O*(jgG-cuwLj>nYCD+fKDQ%ueCsB6%aBj|ALK_g4*W zp&)Q2CkZJA4#2=RhO$0PzR(JGp7(UVy8LI52eyYDhIa!YtRedUcn%t{*asl z5k!dY_a1kDyL$f5Of`!}EdtScBS^_Z!2R#V*=7mLfzNuXdvQ}!D(-$C*L*q#3L;T` zGDT@VxAE_^#X8G>E0wL1ui*+?4Dl61J7PV}`?7XD^*+@O?;#AUAp)9KJQ89L0B^B|AFO>-G=hM+Pq4VzcFAOHE+e046=sAt2O^lkwcu~3(R(Va-qr>f8wJlyMekoepp z)%)`F^kDt1v2pF}AJGpuXiWDJ!XIDYeWe^48hZNl>E%qGVp`J=Dp=8j&d1&tir#1V z6f0d3R4o{{5V)C2$fB-r3ei|bO*ZpU+F0W_Moqf}$+gv0&;4$i6kbPO*ZmdA$DYwC zDP)!5;5*R8X$1?$9^m7PVu1e{*kA3PDAbIKj;=K52$E0YJbk>o;CI)&N=u~cBOcW~ zeEi!K1N;X+7)l!U_j_5Ke~+4NPghBPdPK-7gb+>&pd^TzwVtnYEa)@Y9LUhdl$z&#b@@UD3xR8=gfvJL^1du-zN|AJ zqrXCbj6k414pNfaX*dX*!~r6 zXR2cTXRSTUQ7ODMK02yXIlS$3XHrJ#32=exH3~jVnW6975 zYC1YPs;W_`sdJTi4$I#|MFX%-|J3h*d1c)dJV|%nnft`Q|M99A4DPdR95c-P16Bj% zm0iH2PwTK`s<6ifQUz||Jk(HDet|*9%=~9Cqm6xle*~Q0=;&x(nwM7LF$Q9g_f09* zySRsVmMEMViDV4w-TQU78hTglJkK`rbn6_XrKLCK8qcrYr^PskEF(P_b*-d_sBOy9ef$Pf7Mis|E6yfDGbbL#4^c|z+ zCiCr8NO5X0CQf#0F*~2Px)l|jUsuB8Y@LB2y`}r<PUH=c$hW+3>dW*RMp*b^km|919#2rqVeldED zTA56FlS~53Y~N6oXAyU3NQWAxl#rCcK|$u`EJCryR~PF-Ec#6suulJ$f>|yYa#ZpM z*6S}+SJ&1aL8cJK_lF$$kl#hAV9dN~Iv^l`NCpS7sDO)_CvU5P22Ycy1%cJ~U4m1q z@1s`e*=poZ$TnL4K2Z9Uq}0=+7NXP9qn0cJPlY0V^rMkThgTU((L*|N`~~CBe#U5b z8&`4eoD1W9m4N8`10DkdJG1rG-trU0x>tXzn;}DCrlK+&{j7}QZ9doF>hJHLpP%2| z-5pHCq*Y`42AArla2FoxoXI^#^trU2v{-Omq+5PLR^Au;_U>0KX&IBjm3Vdq)iOp}y|hzJbf zZGZAqrOEzEHy$3IWZ1(9nH*$zt^GPI%aty;!kBI&WcXa8yUonk?Y6r@KkJ=$4hDq0 zAwJy`snps|=CMyqefvFx1iS;&X(}SU4>y^!#bCvXdajVTP-4ztfk~pJ*_8dZ6GMSg z#cvH}-Z0e;yCE%Ug8;^A(t?mTF+<7pu`vbhUbp)EYA?`UYge!|U)YU(QIqGptIJH> z`R+2cCL~qBz3J-mT)^$n^wej<21Z>y@8$05TC0+8xiR4eq2PFD-rFy#QL|_~*Dw}W z?mByMswW8u{Aik^&EwnKpXAVx@xJ;2YLceybbjyRV>7!sWnN5DybcKqZeuLsB4f3( zWUaP*L(Qv9wgA;IIAeTaa#@4dU3G2ywJ1GZ0^EB5vCz( z`*+>Q}$(>3wjF!O4kHH|s)KE|5fo2t}#Rcy2>LoL%SL8n>!<@sHHvtT780@2sj z9308J?K?s}$<%Q4^E3XOx~e#vBDovQZVaIE~j|Or5IQ zsds9eUYh}fC`LJ|aW(W)*Jp`;pi9&^pfo`G+tu)<4J+=8*O}3l(XdBLdrTEb+Qd7h zmsE_l`6}qKiHjCTwJd*Bi9lxLgL&K6d*`VQ>n?T5>!EYGy4=RNm%Hy+_d?hLg5^Jc zl#Q+0VXWQYWaf-ewTQ<^m>gPkLmJ{)&wMS)&K84As^jwCc}Ez6{KoHhry?hr?jQy8j)vWtJcdand(& zi`ri>9}1Dtbeoe&sune-OnE_18JU%dC0dIy(meL1%cu~-6?j`jbJ@%C*n*-rZHD*0 zqo-wragAas@a0KIn&NBL{{DGt-*aDD8*idSW+iq)>#%_q>t>Ce@UXcIRNj z+yi?|&@<)r^Zi#*ui5vAvR<=dC?ts`JqeUuTvB;*+pHW%fLo0*Z@m1=eXLd_=?6+w zAM(u6x0VaoM-3h18uBoE+E@)83l@cIeQwOudiT=k0~J?CAD9`S7lbU1mR<5Z(_YVx z!+ijjH29NtwTQaKnrJK5K5mP3voUn6DZpHRdCGpoFaLQVeSn&nq>aG^OjYlydFTc}`6;dXuedbYPEC>tz&8w6c zP93OdY@}?EhhBpS!bKF{IjU)NB%DiRv*{zTkxx+6XPIO|9+%xAWKg#Uhhz6j%&95U zJL3u6%_u=pQeU_@Obq7wlBOPQ^%hc6*WeeW_gxACxi(?%MaJVrL^4TthyDJU7A(6) zU~W100z(+@29iO>HTXT(=qVOBm6`KJWHRBDqYnpbN^l@C zADyrgY$B06j(m;J-!@dO&Q%!C)!msh$<-rvwr^pj+F99wxfMN!1- zYL`t0PsfgR=&jGiH^->*r13|JoIc3-cW0qkV+7#}%U#+Nx zZMs%mKN)6KH$`GJJYf}0jHi&6`}AXzT3TwIBXF|%_Tar;XEa=~8#`8?|Bff`eR{h$ z7JJ|n?46!_m02>J&B)BD7a884Z`jd)2bUQJ!X#Cy-SD>e;=>{T^S2(@YB~>V7aCWqnq#21h<%Zw&u681V3>+)lN(%i_lHK&+#fTxKwU?1E^nPjR_M%PS5(<9Ed|Y_VOU`duxn54sd=9O)>c z&pbw#DUqc;@m;=21fCM6xh$=kzY$iLLAVQdJ`Zdb(b*G|IXs$O9hne!{9W*nUvIn^ z|BXh#^0Q42VQm;%jn6{)c}emg3;xY~#{HK>?wj=2oA0k~X6G!6#k_xM;Uo!4I!^`$ z#ZTCzo0Hb-L%MT`?7n?+PgE2Ld+D?OjZ}5HW5?vKLRc>|ydf<60#D>*Pv5Jn&^hkm zyGOIz1tlMUG)oWJ7>SukzQPObzlp&`D}sTU`o-YT z-3}npMzoS#UQ$FWSC5okxz7|cjhd+*KF;~Yo*W$5iDrVb-~n(;(W}j&EXn2NWqW)3 zj{X}~0pQ>_&0Q+q|Cb+eZT!r;+ih1T{;83rTvSnR;RXVw>N_RB-AdQt#t48b`Y&Hb zCnVHDsZoaiVpDupVPd20kLtNj9*$Cpc4T~uxCOUbp;*-Yh?vLh8x+?Lj0#a{UQ~tw z7>3L4!i#`6s4u$u`-@9T6y@Xy_y{T~M>qGP(`@4&I>K7>Xw&!h#5r!|G+t?%*~Lx{ zA=0|(%l=fFAokB)zaw-pV!K1!Rwj+LQ7x(b* z%NQxuY4J5DHR3t^2sNMl0+jUHk4i|vv`@H{5mNU9NH{Gg#gEUl0V$gEJf4N*39Xx;KJ`n5rMHV(tgCpTEl0y?NoC%+D+W8IDs(~cB5AKADczkRuCqQS{ za8C8r#j7H%>mvHg7kZhEZ|`pkLA51xx%a90YER$$pX1J4Bh<#1TNMKs6xW!6hnxq*J2kSOzI4t>dg$4B#w;&M-?Low}UgEgk-1*m!qfV3iH+^24 zM^GARj(hKZT4v_9I)%%`|o>IU#zwTOcC#gaX;S(}`y{^j?sKLXSnU z;cF}wsY>xlw0*X8QF*Xs1^nPpz2KcZr!qw5|RIG$&wrPU}m>JH^k zdQ~7VE1Se-9OON;e&G0fRGPUnl>={=-#cG%PF2(L+^eyqScKj4jhIs&`7KP>xYLyk z@plhDP!jY$|2M5)h9({UABY$u^B;)F@xW$f%7{%o6GGNS)d*P2Pxk{PSdysLtaK7lG?PFp#TSf7`R-j%b& zMp%i+5-$Fkt>1R4pV*wOcP^Q=2FUdF%a@~RP-t~Na<>F@GI}@%3UK|V27f&=Eesph z2NM^N6sG~c0Vsv`FYye2rL>9iRngA(kDnhiN3J^H@!=qZ?af1@ ztVK5$M<%A6t=?@-5e+rjFD>_K_-k#6K|+irj)9^yx6aIKI#V{Js+nD5rg4!~0=a8D z4jN*RQVA)HLDBTRBK6BiQ{5e~^XlSAu2E^#89MZkp}AwM{;Qilg8`IS`hvQl^(&vj z=bRtDX)VQ@IvsAuay?FZDoqlJtPBol0|b%YW6Gbb#ky=~_RooN!Gc|vU0sh|T|VYc zO#9Q|6ikHhL)zBT7y0Lh6z6l>#mmh-`)=(&S+!$lQeHQiATZo%TL)>l3;*gjmF@ie z(GwHo<n|Ejy-$<%>+l61Q!o(eV=wRm$a~I{ zC7q_d&LX)sqHlIS5jYYo2qEGlKnOGVQ)1Ei_F2v}b~G7AJrPuUZlv;Z{Sq}U5Cu_F z*n5peR#jC2#&Qt@z?8+Jl&t{&+prlY8%MHPvN5aIKmAywRLeUQP!WTisLZWFK|$A6 zGLkDVn6{HyPn*M(cBeS@bv5^2&$sjcp69$A@_zZ_n0j0DJ(@i0wsQ zL+QLnvFR;zFs?>xlZp#rg;R#ki4x(%$taBH)~F|Arl+U3JMwLn=k89arM9F?nt50D zXFbvX&L4`oEB}C$)V-If+H$_B5zMjWE-K3D?}8B0*xODPhw&s4r(AC&?jwBG?zu!6 z0NMrU{;>-`)bLtGe=q8vnR9e~?zH;1^Y&|6)5}?>IPm(+{NRAD}p-rcO>rXtajkHUibOfXID&t)XH0O zaL^ySHk?oiLuKU%y^_c5CUS!}{F&04#&?JAamwT;@Ul=c=x=c&5Q~(ycy9cul8;eb;z;y7X^nd>RnVcHyoo}!8nPtMUr8HQFj4CT7F@k*ZhEC$Q z<-G=|^h*F;zGfu=s>nS8Fbk0I%OX)zqT(p`&A1;XF+;a8Fa3#NX2gA%TEBmn_|V2` zI+z|j&JZIb^0C|KjzqB%4Y$===;NAT9MjzXwj(hHn4@wrtxST!1Cmzq@=jGw`>U#pC0`K z{J{R<@$x4jbRPX*>7!rmD~vZKgD$f;MjpM*uBjnJ2p8bKo}i_8!o_vG(BkKPHj?(! zx>}B!&-3gM09~Ai+=CGN$=5NlAr-{FN?zyR^}I-Kmi%-|rG<+~KdM=|eFVTHOq|xU zEaa2lM;c!}Oy|#a4{OdLM_qXM0^u``PF!j6BDKe$Ezw&nd-VyE+Xpp?;A?X1#z_%| zH&A1%y>a?`w*=vmV}Ib&qt2cEL*G0mHK69F-4S@X#Q|3*-AtGe!sXy$ptWGP3@MQ+WhWKiApsvI0-;m!Z5^-a za9Gy7>TFD1U$@z-(K}QnKbgyB4wIz;x82gp$EuTh^J~?+3jObYl)zol+v1foo{s{^ zdwH@9#1U*qSn#Q-DYgX0u0<`LP3N>}XHPPrW3@n{`e1;Kzx4JoQpL#F+g(3=V{`k` zM;rD$CjuMy?Dabmd=Ut%>8HVi24xqABZ}~SoJrdkN0`LSmZvX^9vr#JZN|Bhep!C( zi7je~Kup)czFv*f?@#6#dHw9-ve=ecWX_;;XVP@$$k9lz`ecfQ6>m}<3o*Ec#@sqp z@wVDx!unvX5BBaW`m!O>hPSd-d|Z5YcRv2+q`i!2mc?gp2hWD+qY}pZ?NB#8J?*$T zezZBka`Ik_V)O1*nP>A0*WUK*w}RiA;No%d(=lRXa^$EDr@l>WVRME3yQ=!P>)L8) zV_SCH;4KRHU*hy_N-CAZ+%-Dl2bR}$bDgWP4V*T-0QSMJP=KtaonREX< z`2vAR@5sPlF}XS-oikU$PNQ@JHV`A=n|OS5bi0m7_yHP;&A2w_zciESWi01fO$`*_ z#85Bmyw?)mZaKM+WX@V&fj!-Q#Lo?>%xg6K5ASA^dbFt*5@oa5tK#NK<1mD#OYMF$TlmDGnuJ zf2^|IA8gR!%d0V}$V))FDi<8|J zkNWA;v55)&N)_g~tAn(wkPyrMM>vU)kmh&Jo(!N3;XjT(Zm2SAENPOt8e+I7Z}78_ z7^63k7+iMM=dUB%Z#TRxOpBtl_}dq$a2~U|eeRQ8qLeluh@zyqt&Ek^zCi6({n{44 zG1#0cA!#W-X(>Tyt$emBq;T6KLvQT!5HLHHm6edt(>#5O#-MQ!HP0cJm|S$#Osq?D z{9VB-Izoc`uQiwFUa?#IIal?0Y1n9LM}EQdHLt#kMcRTE#M#M!s@XW|p7T{i7oJ zE0%YA*F&(3R*B3vV2cr>GagmRjEbmE6xvz+sis&Ca%*DmNZXe{szrmA-BP9{DBx z7%;Sk1_r)xhIA%2cd4=jq6DyZCeA1szOh=VtSDZW%$SH1DQaUiC| zd!T*2j@j8d{C8;(!WQGdDD(O%+eKuVz_b;THr`Rmt0m8TA&u()-t#e9pgN0<+V>4c zU}U(IWmk(UGuMWbmDM&tIAl1TK*{?NeGVkYfJucsUVfeJhHw{qP2iX;d-RVS1)Ra! zE-$j#ysYyF8-iqxC#HHFBYJ(6>JfPPKibeN^E4zvm+fttU}KDIc^0(h8x1R@%$@=DX(UvL;YS&b!+k!RSwCJ z=9end$wsSuU(4~tkN3JQH}CS*5R1o{^4#&zC-u>wa@2>vL56OftlnL3^maN;3T%1F zet!NY&TTW-5DEp3_E$zWw*7>+se2_2pxx;VBinS~&C1Nw;(g`ndivFB<_y5bVHQ*b zQ_-}-@rG$c;ECcF1~%0+;o%s$FUi@o@eXJkB%L7xM(i<9M7uv{BXNg+Q8sg6G;p93^M#<-FeY?cSg^%J5=0f6B3YF>*L>J1#wK;PJl%GJ6ZlDzscwPXUnO+ z;LDf&{e3MC{2T}1Z$V3O2C}UAOc=q$Ix>(b$?OFdOz6d>9V*Ua9_#FS(qDhj>ng(B zP^bCAx<9=+qj~22!;nvc{kHm9wS&hKlDL+zHjfir0+b-7yb+$1ey@LLx|MUy6sBbw ziJMivv2Uf5 ztqd=_M}ff#>^X(MTb2Fay?AA_A4__cVGojQ2fv`vwoXoJ1d6Gss6?iLQsJ!8{g@34 zbQWHIEE~4mD|S2-PuSV*0oPfdkBN zwoYexv~rj9+FN|GiII@TplIKqqLDw$4ou`XddVAA{Cb!`PA93sjSE?V5T}jn#l*x+ z^E%rAikIzbhE!iqPY`k(P%Av8rqBORRnOJE9e4zSFDN$( zJmvuTcHS5^2IOMBBpJLnta9_~7T;^a`uAu)09O$aD3=?P|H*C|8X5p3JLh_gl1?(l z*Zo4Es8Ts4_}A>q9ZEMYaJlAuOdsFWStM9%naH6pH%F&v$waGAQ_ypiDByh4G4J7M z)VumlYU6RfT@4Dc9F_9|+n`iSLr}asZB(q5vX?XF@_( z{=|Cm9A?9glHTx9Vivuh4vbOjry#{R+?l_sOT#Tr>N8QLkGah!s%gW8|3@X`+ zU{J&WI5_D+fHrV&vLe2BuGrKn;cZ6V%sDI&y7KY8gtU|#Dn8i@14>g%)Tk_Kc0M+N zO4PjhS@N)D&@0vEvLrKnC9l2s!RF=GczLq7Y**Xxb|6*#ASBL!Gl}qy_(-Nq4%>s! ziGP+z+yuGU!(mcXRW{uLq{s@w0EJJQO%4?bxHOgy7 z(0M5T`s`_Gi4l9_(*2H@tM)~=QpVnASYF%WLtFaX#1}ChAaW6c5*Z{;-S5`J0$6nG z4k0^tuAfDQGwaqt;9X7p8mJkWUkuqUKO|;gnq1w+a@`u*uwoz_0JO=6K z5AyrP-8)!Q#77DKMc((vOF~R+`BHjp7F7e_pQvRE5IeZn-kzRB0rzXC z4%q5-RD><3GtWRsKoA`rt-(lCr6o@%0QykTy8;ebdnh8oQ=$+ZKfZs&IY@=>CZ+h4 zQTn412U}(Y>$FrPuJre}Yy-yz2bm-RxCLYRDpe!b?*Wr*P3@tt>sU9$@TzN&G@bx9>6u)t9sm7>St!@@<2WNpC=ik{q@uj{7 z^{FfxxF9G2`!HrB=`9D9XY=QgjiBJ*$F3_8xwlR})M*rrGYFc2X6&ZkGS}0ms{qy2 z4|O4|-j7KB6)w_KSH;-cCK;XbkQ_J#8l%&&esWqn`)-JZDZJ^} z!rFT4k;_7UUh0>Eg5It!jd~}mdZ%sBnSIT5Z$AH1f1Ms=XQzKaHFfm3!DE>Yk%a~O zFb-X79TI6dKEe?_`8uLhz7m{NGXzn2)pQ6n z*GkeK@vKw2M0agGaaP6psM_MMf_qtWeHR&b%M(!h8 z(SvYB(j>{RiZb+HVRVL6_DGnMy`-Ybzmsdv$j%?5`7_Dt!}W3Z;kei-(Ix=~4`qes zVxl_+@qwCKm47Y2_-50W7T_bi{3wyQi)-C?t6-&4zYdO=Xj$gIVj)Rxm-}I$zeywC zs%(R(0i|B0mDA(XI+>G(WG`JNhalrKu(qWHGak$0#B93KHhe_!R-`yBhKRBy+XqT4q@>oGNB{IYf2!sbH*sx=i$UXgV%N5w>K20z-1a3l%&* zjl#txvy2(00J1~IGM1h(Eb_yW$ zuuuAXd)uDIQ=DuGs+eayC30((YWhOZud#6=_xI{(At3j4GA4qf0wHe7@gO+(Ka9?N z^z*_k-%_Jzxc7q_}CH*S5Le>zf z5H>Ocon}gj`J!Hq+dRGcZTUf+t?u(D^6&HcP{^g=NWi)vOo8U|T4@8{Ke%=nQBvTq zO08nRDCiKaV=mtTk#XO8ZZj_DDyo9h0@6^KD|3k%2^R8>^^n=!K_7S9M0 zHiDvBJD-Y_aOc*?l7x5t=rXn+eL_gXgYfwblXmkizmmRwv(q&@F`?%`ED_rJJl{F; zvAMsq;%&%HE^)RlZ%1N1O}vZHiU6Dow9syibL5im2Nw<_YzFQ?UYZVhDISgDInA?* z{i)jtg#CekuyUX!gH#<)j^S6dCbpj&W#n~brQXn;o6k_OAwtNtXiREg_hSN2O zWv3=r+kpQDN8i#SOA`izASOJl%DNaN`1^r1^5Xv1DXP!ldqX7dw>gQk9kz@~k3T9v z^_#q=JeX&Vyz!D8fqY0np_4xTB6YgcTU-7y{p+1xD%T;)u*4Q53j()Q327UqPTs4C z5qx)l#BMUmSsM2KO%wzwTF^5&h{ere4+KVkQA=>Ky8Sw1uaspx*mRM0fBx6|hVXr$ zr?QI14i$wCYR&HvcenRQS)v9;unUyu5Z^oGfQ7Kru zdWM5oF_rJzRegw;2g8Tyn+S3ws^Arfb-O`+-fX%Wh))x6_wn3*M0(Cc)YBcQUA8{z$vtD_D`2oGRN%Sp*e&xz67G3^aaf<(khFIVtCV1oN>3LlS zwQn8)c-(DNo?DNF-WEj2P+n2tM}}KG0iQ{{x0uIk{&%oNdW)$WvhHD{+Q~8mLMs6? zXcr=8f{=I9)!!cp>@04dL7=_Uc*k51W0S_2L#lWlm;Etp>4s*=__b#orG&7Izt?$k3Bw^t}TcKN;s`{f;zqy zGw2!B^}`Q$fAPa(ocqs&3&w(??-bv9x>97=8vNme*v;Pi&&QkZ5eW6CyRQ>~e?{ZD zrE^QBi-bYIJY5nSGP6GuLk>@;f_qVJAasHO&Y$^ebgMb}i^r6V_iN1t5s z7wkN4xNd*m9e=l|e{(WWa}o_MSk#N56+oY`hdjgH?f{%nuD)mBHp?9GUZ{#N+CgO& z4=WM^DZ2l5AZHsx_(a&9YRmn9wN&+0O1{^qK2cn<<{AL=y|GMukhB0}U29K6VFWxg zD=RB7i|V+`Ej(#)n3%_Rc+AVsopi`N&v!uBUS&2yEg~f@?(dz`wy05Q zs=S+tLV*nTP@X2 zYi-&*Kw=38-%&!|zI_`iemJ;)o>HgETun|+4yb?MIA%sGK3SWYCHE%ca~(w-K2a2e zmX=Q+cEFodkNs|FRv0y@Fg7+m^=N{2hrR3Y4*gUWE_()nsM@ql9V-+>u)T5;omu z-bnMg2jF_Zx1zthZFgrZzjg!@&ulx1bV2n*A0tD|sNtiW#gs9v(EKGmO&!CXbYqaf zsgs*o`30xHlII`S5oo!mvq{Tc<7q-_ye3AcL;611^OudflT1+c*h%rGxI{D%X>P%r{!#m z^tfra#)iD-saw7&ArS9$8(7((4-43)zZ)a#A0B(*QYmVjRLZ%mNAIrMCR1S`$eV(L zZ5O`1hjJX!zK4PyCy`HO#kvWmokoXv>QDNpYB|t2(NPfX#0$GGp%w}wc%+08NmQgKx}LNSOxxHe{rX z@ns_4o5L{qHa9w}?Pja6fpj(ptv>atD4S1Ui#Ij`0G6K<3eG-$2h>zVGSa)wN16okIH)pBF%nRI_)u zOpaEw*FPY(c7X@I#h{T?z0Ei~BBeeX!u|w2VHIXmE(?1eXKy)-&9Zm>HlB4Ve|hlL z1Omq%vZJ-`8E%$}PyUd5v_Gie zrOYMw@Fs{2UKiw$>_%@*4B33y7&l*xe;?NUdflnD`5Ew8=md+QyjHn>T&MT4;v>v{ z95mLv0R9r64=kVs4_ql&3uYGXc8+-ukl^e~z*4<^MZr2UJ@lqJlQc^Y0FbHZRcyK(BcXf5W7ERde$;6~w9{KFfy~cTtfxx|?m5l);)d_Sd z?LaRXHT4?k#pE}k5d#ceMN^Y5Mn=6*gY``-a%E*@{>tUen? zR74NI;)91igQbvcbs7*6DG|MMi6M``QJ^u|g(%@7uNnD^-8Peo(~BeM`B?yH^T_RA zo#SS%VwyEu!i~!lXvE@m{0)%E0vy{2-7YdY(GI!!%O!)>nBc>#0QX&7>mmd?%*VUr~?Ix;p7i z{5Yovg`CbvNuv()+bIUieYBnXZ_Lch0Ca0cyG?O=dMZ!m>RI`}aT2@Q3kko=fiPa) zZAo6%sD|keF{Q(6ZqwoI2OjKR`?g2B-NF9L+yogK*L{^iOj5p@NRx^wA&KvbIVvPr z0i>=X{~H4_pF1E_7SZFQZ*UXSaI7#QC}#5})QGi;ReV%T2+f-R0Um-L${gnR=SRVB09U5JW+9R6M!VDsxIsE z119C=zia<7l^wL&9T?}uKK5)tc1k(SSD?7q}oekC2iyMiy1eZ z-mxSTKu@I;ST4YRfF1umKLX`W)+a&pK=p&I^SnS5m=aIhHSQaHcO)S3KX7hx#Uir7gh)*Cj1pQ;hTi)?e7mJgIEJ|}c()WqR07Vct3gbm0B7{sWfCcf8|5*z<^b_Ld7-}z-lOr6{s#e~cj5A? zpD~NvWERDMOVdT(rvv%MqBb&K2OEKqnk1r7?7mI4eeb_Za(<(Q6gNry@*4OQduY&} zY^}t&`^!{4BpNvRQl?gCh1<@?*B4CA7;LLZC1640Y~;V}ehc9fj5H)^@Q^x@C4O}; z%m%u;nTedNlq_@kHvLIl-yDC3kEEAw`l)}qW6%5UPT(XDu;`8$B_f}lBeCBiGwW@q zK|YX-ucwW?;{UGL`(~N4qaOu6d)C`M8z1A*N)0vY#DaI+9P^jud7U*JOT7f=r*0eGMgL?Cm=Yb+d~ z2X^VHmm>m!A9{UX0LU~hp*u5{SyxL#!zG5v<>F)yw12Vv=*{c4fFSNkmZ>81VcWYm z>cL+?;ABEyB>Y8HJ@XH|E!U2HP_4KNC>nraOl!_fPhWtj7#tX=od1%P)ADm+VZ+h5 zcFF#fAOr-+xX>_(IJ}i=3Jp8M1de~&!!JTUDQ;jtUjQEkia-{p@X`tZ^1Hga-lloJ z+9H3Gmz`}ilqr7QOU5pkhaqlSJ+o@Z)AkHxHCd9M1h0yrDO04&qNMSahQ)^+(+K!CcbNM@ zA6Fjq_8N7C&tKK(FxyyKK0$In#7XKSA|aW&M*-#})k{Woed7XOG)y__ky8eUE$pU) ze8-kyw7K3SsJrn(*Fy_`9LKoC$2cp@a!Tv>T2k!lNhHO>dog0VB=J`;PWJ`z(O`v$C^LMm-yWb~2j z$-@{>$(fieU1Tl*yv*49y}cb?-NNuy($sW4x9}FFj4C=*CkQ$7!&^vww=@v}%H5UZJ!lZvWu%gA%n5lwza_D}GfUg98 z{7B2l_>z{up!4=SSQ`Lxp(Pfk`p;xpmbbC4?ktEM6CaJ#JKJD=ws87z_wnC>=PxiK zx{YA1|IX(|UqX2W1n$jSI6r!O@mXGX(K9m_7Z&n+_W==)K>-sxyy0;9JR%~(4;}j+ zh0ez>@TTXP10?|v)<+kZho2%1i?1apqW+#^6h<}2PRDkvz7JnndY+n*BF?uQS` zP3ziKqJl9kEv>riu}x}}iTW2_C;InU4R#k=9)y}ex{pc3=mO2qw<#6b!@Sp=9niLL7n&CDA0BmtUg>>DI3$3_+p{!G66TKt4Q?>y`zmt6&gbkhir3U~7N1oO<5;$m$##!2iLm zIHtVoOG|fS)b;SV6ir7qkI?;EyswGmhn-W~PBI(Ut=)DjQp#EWO}Fu>uLY^ZMb`<9 zrDfrjcTWH|shzz&+6!DN-J1Jc);~d!x7sWK#Uc2q;3S$SK#|_@4UdXC0A1hnqKotS zE2sr+uS$*!HK9j3QJn6`g&%e%G=VVXR5mr~F~_9=nW&{-{9G?!L+knm62sZjmorh+ z^6+O=jjKqKM3&j~0xT2}YQ_ee@T&qS%Zk9y9G`kDp<%s)I$gWkTEKoyZX^+0%&gOl z)#Vi(_&*SqKsprdf+DH|=EXJdVSjo5mjnmWj1sNWUS=s;uO=TDr2?nKMkRyF~b;?VHk} z-SMZ)F=qN9{^&sqdZ!`n^79b>I#ZOqh1PrIPa4X}+5Q>&G0psZhR#_Y(ek8KxPA|p zExUnJ35o7{2gjE?sLRlQxF?H$`tq{obe5y*;nL0bJL@Ix0|Jfz=4LvpkAIHX$IGq# z`t@rqpwb>X)b~z3=wpJ4`uqEVF8UA)d(^JfUG>YzcCf3Ef6vp`mZu zv^2G}%+1UeS3f~{J1)>1#y%>9U!_%~lD|8T17by6o_%vbEiyp&o}YhP8~gTco_9;A zB2xJ;p?y3zH&?IL&RF&4&wx9am~aT5$lb?+4t92TFs>g;^f8IeDUJ>f3sk%NE9>jt zaFd7=5EiJHsf#fZ@$vAWp`)LjpWEm;%p|Mix8tXR-~YSX{QF;X8A0i42?l)Oh6C?h zjJ1KmjQ~F+iSA!g57e{w;0_E$s^#eX$UQU)eD@>toMxx%fwwrw2Sm-w&PwVBV zTsv z)b3bCBnE||;s9(;OHEpWVxCS4m-ny<*xA^wPfS#+Ha#;l!4t8s_HFePinU^GZ7tjhWbh$7Np(%l%^$8P+o$a%|dmISZkc+D;+=)ZL>w+5sOIFs+CV%}@i0bwA_5Y`kYmJ98 zZ^KW{Svkx`r;UbLL{w_VF=^FOJ1dLiIIHqT*2;00 zk{r_VBFV9=L+9Ab`+j&ozP|ALncCE)>!8>7%9UVcA8iT=O;qNfNudA!GqM#Lhf-Vo2pJj8bq(@a%72>Ft7A;*} zT?}o{_!x?>_(VixG_W4`^_iNQdVc9poYwNJ4g)s|sTf)MuKcD6&3+0O@{o zl;Kz^C3JRX1O3XzL z3?H=DNk=sp930e155R=-2lG4zg?(-O#fw#|gSnBf6cmy`n+668p7yl1GVpeARtcHt z;Glkgv$$Bq)Nyff!6?3@XSwa1LtIUd08wb8u2l@Z4H-t>*HP5@TnBQGTFDfk!I(KdvD6!w(u9$h^ z!~$~9QGO`MnSg-y)>glqcu{Tbj?}ifNo#_8)}mXR*zz~p;cYxAY3a(I%F0UI2XS$6 zlN_v5z8W63v$v0N%FWG{U%R%eyIWLI@spkQ7xIO-ZmE#He0>2r_aR2}!OsqW9_ICg zgoNxrIgy-_q7>WkQ}-n3NaLaK)SMjK{4QVzXarbnHfiI=1VvI}6UZV>P0hWVJDxnL zDJ#4Db^clju^BRafaaH$^mKICmCkZf8hU!`$d4aA8l9Q3DR9u+u>&a|I4k}e-4uo* z-T9m?gE6ZruuV zsSn@;BVG;Js;A%)VX}n4kE09ud@Dd4xI<-R90LLw-~D=N$=k>07?UX>Au$}Mldhw! zT~t{30$f^ISs7?6^et7V&Dzh zn(Qx;ayon-basw@3123#f(Xr?sf!oocn`7sH&=>JEF(mkt(7>GB`GP{uanfGp(vxC zB2%si=OYTKiM`uxbbQ>$!vj;}o`5ANBrdK73+4^dbZiMR_L$8~!pmmv3JM_4&fEKW zwsb3N7cv-<+-m&p7K=$vPp|gzCTNnbN@5jmhPj}n{(`w~YMWQ!6NqQ;--qYf*mhqc+DVQ?CZ^M~ zvNmnlfVv2aqA<+tG0?5OUC5x!FD&dqgwN0a+~sFtVuC1k{`$UZQF(bDmW)zTJOTo~ zhXieL@g(w#RvsQ;t5+5FqEZ;wzXeV(FgE6E(Qhg#?=d$IMhF>yu9|b$z1pSYy$re1 z`C`Y*OQK(YwUn{7we?pa@$bWzhsWbhO!x`yoSmH+>M1z9Y1Yqg>}MvojbV`{$~Z{o zRc9JuW_e1jK$0vAivx+RAjZ zmz3!1WhJMTVy_7VmNNFmkB=%`@A7jhbNw4RAt50&BI2->Rf9>6HRa0D4-%~D^S2F% zElL|Uw2Xvy=I$#wRssyBYKEHgn+V4bW-%*uQ)FD2zP>(|b*k&@_Yckcvse`s714cU zMHw_xh`j8aobP-oINznmIOBtmHJN`R;|(1h9o^mCTq|$y0wmGW(%I~##>U1h8=t7C z{q%{skw%e71To;WoI-S;8ih{K=uS>h4;AF+Kf@qOhK%?U+VwwtSON4iFtAxg<$~5h zo*k3P3<@f>RR7k^?cS+r2&hKGYx*@2O?VoBctAjM>(-HZkGi|HG&Rr1#vWAfLj2$% zp6FrmfC5j6%}a*e%{MDc{HR4lZUyv(3$f0tM50=*kTyWayer* zw5nH{N`M$2xb#+(ddgLSpth>&e9-Tamqu4Q`g(iOLoLqF8yxcp55Mx@1xK|DTM@7R zU0*+5?73?rxU3RuSgG|zPOag-VKyx>WWGa z=sEpll=aHWXCZ(_(Og~ebG)%Vz5U+3dvS4+$c@yc4?-s}`9|CDGf%BSvv*cJ}$-TrY!~l9EJ=ZGjPf zMBtjxB*kdG^6S@mP3$nEFKE{;QG3AI&{ZT@Im18VS0MCHMMTKU$-zPj`5Vx8zoVlL uVfqDvj37)m@4X~O5dB@-KuiAb+p;v#^4o!2g`W)Z8p7(}VaqZ)>-;|{{EHj_ literal 0 HcmV?d00001 diff --git a/literatur.bib b/literatur.bib index 1501fd2..a933e02 100755 --- a/literatur.bib +++ b/literatur.bib @@ -5,13 +5,39 @@ publisher = {CRC Press} } +@inproceedings{alfonsecaRepresentationFractalCurves1996, + title = {Representation of Fractal Curves by Means of {{L}} Systems}, + booktitle = {Proceedings of the Conference on {{Designing}} the Future}, + author = {Alfonseca, Manuel and Ortega, Alfonso}, + year = {1996}, + month = jun, + pages = {13--21}, + publisher = {ACM}, + address = {Lancaster United Kingdom}, + doi = {10.1145/253341.253348}, + urldate = {2024-06-15}, + isbn = {978-0-89791-806-0}, + langid = {english}, + file = {C:\Users\Home\Zotero\storage\6TV36I8X\Alfonseca und Ortega - 1996 - Representation of fractal curves by means of L sys.pdf} +} + +@misc{alJuliaMicroBenchmarks, + title = {Julia {{Micro-Benchmarks}}}, + author = {{al}, Stefan Karpinski, Viral Shah, Alan Edelman, et, Jeff Bezanson}, + urldate = {2024-06-16}, + abstract = {The official website for the Julia Language. Julia is a language that is fast, dynamic, easy to use, and open source. Click here to learn more.}, + howpublished = {https://julialang.org/benchmarks/}, + langid = {english}, + file = {C:\Users\Home\Zotero\storage\DXSTVQMX\benchmarks.html} +} + @article{atellaRenderingHypercomplexFractals, title = {Rendering {{Hypercomplex Fractals}}}, author = {Atella, Anthony}, langid = {english} } -@phdthesis{bezanson2015, +@phdthesis{bezansonAbstractionTechnicalComputing2015, title = {Abstraction in {{Technical Computing}}}, author = {Bezanson, Jeffrey Werner}, year = {2015}, @@ -39,11 +65,28 @@ langid = {english} } +@article{caiStudyMandelbrotSets2013, + title = {A {{Study}} on {{Mandelbrot Sets}} to {{Generate Visual Aesthetic Fractal Patterns}}}, + author = {Cai, Zong Wen and Lam, Artde D. Kin Tak}, + year = {2013}, + month = feb, + journal = {Applied Mechanics and Materials}, + volume = {311}, + pages = {111--116}, + issn = {1662-7482}, + doi = {10.4028/www.scientific.net/AMM.311.111}, + urldate = {2024-06-15}, + abstract = {The fractal pattern is a highly visual aesthetic image. This article describes the generation method of Mandelbrot set to generate fractal art patterns. Based on the escape time algorithm on complex plane, the visual aesthetic fractal patterns are generated from Mandelbrot sets. The generated program development, a pictorial information system, is integrated through the application of Visual Basic programming language and development integration environment. Application of the development program, this article analyzes the shape of the fractal patterns generated by the different power orders of the Mandelbrot sets. Finally, the escape time algorithm has been proposed as the generation tools of highly visual aesthetic fractal patterns.}, + langid = {english}, + file = {C:\Users\Home\Zotero\storage\WKRIEMXV\Cai und Lam - 2013 - A Study on Mandelbrot Sets to Generate Visual Aest.pdf} +} + @misc{carbonellePYPLPopularityProgramming2023, title = {{{PYPL}} ({{Popularity}} of {{Programming Language}}) {{Index}}}, author = {Carbonelle, Pierre}, year = {2023}, - urldate = {2024-06-12} + urldate = {2024-06-12}, + annotation = {Programmers: \_:n92} } @misc{christPlotsJlUser2022, @@ -60,8 +103,35 @@ archiveprefix = {arxiv}, langid = {english}, keywords = {Computer Science - Graphics,I.3.3}, - note = {Comment: 22 pages, 6 figures, 6 code listings}, - file = {/home/roman/snap/zotero-snap/common/Zotero/storage/Q44MJU9D/Christ et al. - 2022 - Plots.jl -- a user extendable plotting API for the.pdf} + note = {Comment: 22 pages, 6 figures, 6 code listings} +} + +@misc{cormullionLuxorJlDokumentation, + title = {Luxor.Jl {{Dokumentation}}}, + author = {{cormullion}} +} + +@misc{CRANContributedPackages2024, + title = {{{CRAN}} Contributed Packages}, + year = {2024}, + month = jun, + urldate = {2024-06-12} +} + +@article{dagostinoHardwareSoftwareSolutions2021, + title = {Hardware and {{Software Solutions}} for {{Energy-Efficient Computing}} in {{Scientific Programming}}}, + author = {D'Agostino, Daniele and Merelli, Ivan and Aldinucci, Marco and Cesini, Daniele}, + year = {2021}, + journal = {Scientific Programming}, + volume = {2021}, + number = {1}, + pages = {5514284}, + issn = {1875-919X}, + doi = {10.1155/2021/5514284}, + urldate = {2024-06-16}, + abstract = {Energy consumption is one of the major issues in today's computer science, and an increasing number of scientific communities are interested in evaluating the tradeoff between time-to-solution and energy-to-solution. Despite, in the last two decades, computing which revolved around centralized computing infrastructures, such as supercomputing and data centers, the wide adoption of the Internet of Things (IoT) paradigm is currently inverting this trend due to the huge amount of data it generates, pushing computing power back to places where the data are generated---the so-called fog/edge computing. This shift towards a decentralized model requires an equivalent change in the software engineering paradigms, development environments, hardware tools, languages, and computation models for scientific programming because the local computational capabilities are typically limited and require a careful evaluation of power consumption. This paper aims to present how these concepts can be actually implemented in scientific software by presenting the state of the art of powerful, less power-hungry processors from one side and energy-aware tools and techniques from the other one.}, + langid = {english}, + file = {C\:\\Users\\Home\\Zotero\\storage\\BTZJL6BY\\D’Agostino et al. - 2021 - Hardware and Software Solutions for Energy-Efficie.pdf;C\:\\Users\\Home\\Zotero\\storage\\2XTBXHRV\\5514284.html} } @article{danischMakieJlFlexible2021, @@ -126,6 +196,14 @@ langid = {english} } +@inproceedings{heiland2023patterns, + title = {Patterns in Deep {{Mandelbrot}} Zooms}, + booktitle = {Algorithmic Pattern Salon}, + author = {{Heiland-Allen}, Claude}, + year = {2023}, + publisher = {Then Try This} +} + @article{januszekComparativeAnalysisEfficiency2018, title = {Comparative Analysis of the Efficiency of {{Julia}} Language against the Other Classic Programming Languages}, author = {Januszek, Tomasz and Pleszczy{\'n}ski, Mariusz}, @@ -134,6 +212,12 @@ volume = {8} } +@misc{JuliaRegistries2024, + title = {Julia {{Registries}}}, + year = {2024}, + month = apr +} + @book{kennethFractalGeometryMathematical2007, title = {Fractal Geometry: Mathematical Foundations and Applications}, author = {Kenneth, Falconer}, @@ -147,11 +231,31 @@ langid = {english} } -@misc{MATLABFileexchange, +@misc{MATLABFileexchange2024, title = {{{MATLAB Fileexchange}}}, + year = {2024}, + month = jun, urldate = {2024-06-12} } +@article{mcandrewLindenmayerSystemsFractals, + title = {Lindenmayer Systems, Fractals, and Their Mathematics}, + author = {McAndrew, Alasdair}, + abstract = {Students are always asking for applications of mathematics. But more often than not, textbooks are filled with ``applications'' which are unimaginative, contrived, unrealistic, and uninteresting. However, there are of course numerous areas in which mathematics can be, and is, deployed to great effect. The purpose of this article is to introduce one such area: Lindenmayer systems, which beautifully joins mathematics and graphics, and investigate some of the mathematics---in particular their fractal dimension---and also the beauty of some of the graphics. We claim that the simplicity of the systems, and the complexity of their outputs, make for a simple way to introduce complexity---and modelling of the natural world---into a mathematics course, especially a course on finite mathematics, geometry, or computational mathematics.}, + langid = {english}, + file = {C:\Users\Home\Zotero\storage\RCRTNNL4\McAndrew - Lindenmayer systems, fractals, and their mathemati.pdf} +} + +@article{mollickEstablishingMooreLaw2006, + title = {Establishing {{Moore}}'s {{Law}}}, + author = {Mollick, Ethan}, + year = {2006}, + journal = {IEEE Annals of the History of Computing}, + number = {28}, + urldate = {2024-06-16}, + file = {C:\Users\Home\Zotero\storage\H5QQ7CV9\stamp.html} +} + @article{monroRenderingAlgorithmsDeterministic1995, title = {Rendering Algorithms for Deterministic Fractals}, author = {Monro, D.M. and Dudbridge, F.}, @@ -161,11 +265,37 @@ number = {1}, pages = {32--41}, doi = {10.1109/38.364961}, - keywords = {Approximation algorithms,Data structures,Displays,Fractals,Graphics,Particle measurements,Rendering (computer graphics),Software algorithms,Software performance,Spirals}, - file = {/home/roman/snap/zotero-snap/common/Zotero/storage/FRJNGNDE/scholar.bib} + keywords = {Approximation algorithms,Data structures,Displays,Fractals,Graphics,Particle measurements,Rendering (computer graphics),Software algorithms,Software performance,Spirals} } -@article{perkel2019, +@inproceedings{pereiraEnergyEfficiencyProgramming2017, + title = {Energy Efficiency across Programming Languages: How Do Energy, Time, and Memory Relate?}, + shorttitle = {Energy Efficiency across Programming Languages}, + booktitle = {Proceedings of the 10th {{ACM SIGPLAN International Conference}} on {{Software Language Engineering}}}, + author = {Pereira, Rui and Couto, Marco and Ribeiro, Francisco and Rua, Rui and Cunha, J{\'a}come and Fernandes, Jo{\~a}o Paulo and Saraiva, Jo{\~a}o}, + year = {2017}, + month = oct, + pages = {256--267}, + publisher = {ACM}, + address = {Vancouver BC Canada}, + doi = {10.1145/3136014.3136031}, + urldate = {2024-06-16}, + isbn = {978-1-4503-5525-4}, + langid = {english}, + file = {C:\Users\Home\Zotero\storage\G93UJZXJ\Pereira et al. - 2017 - Energy efficiency across programming languages ho.pdf} +} + +@misc{pereiraOriginalWorkSLE, + title = {{Original work in SLE'17}}, + author = {Pereira, Rui and Couto, Marco and Ribeiro, Francisco and Rua, Rui and Cunha, J{\'a}come and Fernandes, Jo{\~a}o Paulo and Saraiva, Jo{\~a}o}, + urldate = {2024-06-16}, + abstract = {The tools and graphical data pointed by this page are included in the research paper "Energy Efficiency across Programming Languages: How does Energy, Time and Memory Relate?", accepted at the International Conference on Software Language Engineering (SLE) - Rui Pereira, Marco Couto, Francisco Ribeiro}, + howpublished = {https://sites.google.com/view/energy-efficiency-languages/home}, + langid = {ngerman}, + file = {C:\Users\Home\Zotero\storage\7XFB6PKR\home.html} +} + +@article{perkelJuliaComeSyntax2019, title = {Julia: Come for the Syntax, Stay for the Speed}, shorttitle = {Julia}, author = {Perkel, Jeffrey M.}, @@ -179,18 +309,18 @@ doi = {10.1038/d41586-019-02310-3}, urldate = {2024-06-14}, copyright = {http://www.springer.com/tdm}, - langid = {english}, - file = {/home/roman/snap/zotero-snap/common/Zotero/storage/QPIWTYK8/Perkel - 2019 - Julia come for the syntax, stay for the speed.pdf} + langid = {english} } -@book{prusinkiewicz, +@book{prusinkiewiczAlgorithmicBeautyPlants, title = {The Algorithmic Beauty of Plants}, - author = {Prusinkiewicz, Przemyslaw and Lindenmayer, Aristid}, - file = {/home/roman/snap/zotero-snap/common/Zotero/storage/ULXJ7GC2/abop.pdf} + author = {Prusinkiewicz, Przemyslaw and Lindenmayer, Aristid} } -@misc{PyPiPythonPackage, +@misc{PyPi2024, title = {{{PyPi}} ({{Python Package Index}})}, + year = {2024}, + month = jun, urldate = {2024-04-17} } @@ -226,6 +356,20 @@ month = apr } +@article{sternemannPlatonischeFraktaleIm, + title = {{Platonische Fraktale im Unterricht}}, + author = {Sternemann, Wilhelm and Canisianum, Gymnasium}, + langid = {ngerman}, + file = {C:\Users\Home\Zotero\storage\EMF9UT6A\Sternemann und Canisianum - Platonische Fraktale im Unterricht.pdf} +} + +@book{vanrossumPythonReferenceManual1995, + title = {Python Reference Manual}, + author = {Van Rossum, Guido and Drake Jr, Fred L}, + year = {1995}, + publisher = {Centrum voor Wiskunde en Informatica Amsterdam} +} + @phdthesis{walterFraktaleGeometrischenElemente2018, type = {{Diplomarbeit}}, title = {{Fraktale: Die geometrischen Elemente der Natur}}, @@ -239,7 +383,26 @@ keywords = {Fraktalgeometrie} } -@misc{zotero-27, - title = {{{CRAN}} Contributed Packages}, - urldate = {2024-06-12} +@book{weitzKonkreteMathematikNicht2021, + title = {Konkrete {{Mathematik}} (Nicht Nur) F{\"u}r {{Informatiker}}}, + author = {Weitz, Edmund}, + year = {2021}, + edition = {2} +} + +@inproceedings{wuB2BridgingCode2020, + title = {B2: {{Bridging Code}} and {{Interactive Visualization}} in {{Computational Notebooks}}}, + shorttitle = {B2}, + booktitle = {Proceedings of the 33rd {{Annual ACM Symposium}} on {{User Interface Software}} and {{Technology}}}, + author = {Wu, Yifan and Hellerstein, Joseph M. and Satyanarayan, Arvind}, + year = {2020}, + month = oct, + pages = {152--165}, + publisher = {ACM}, + address = {Virtual Event USA}, + doi = {10.1145/3379337.3415851}, + urldate = {2024-06-16}, + isbn = {978-1-4503-7514-6}, + langid = {english}, + file = {C:\Users\Home\Zotero\storage\24JV4AF8\Wu et al. - 2020 - B2 Bridging Code and Interactive Visualization in.pdf} } diff --git a/preambel.tex b/preambel.tex index 037e394..4b8559e 100644 --- a/preambel.tex +++ b/preambel.tex @@ -3,7 +3,9 @@ \usepackage[pdftex]{graphicx} \DeclareGraphicsExtensions{.pdf,.jpeg,.jpg,.png} \usepackage[cmex10]{amsmath} -\usepackage{algorithmic} +\usepackage{amssymb} +\usepackage{algorithm} +\usepackage{algpseudocode} \usepackage{array} \usepackage{url} \usepackage[autostyle=true,german=quotes]{csquotes} @@ -50,4 +52,8 @@ \newcommand{\dahe}[0]{d.\,h.} \newcommand{\ua}[0]{u.\,a.} +\algnewcommand{\algorithmicand}{\textbf{and }} +\algnewcommand{\algorithmicor}{\textbf{or }} +\algnewcommand{\OR}{\algorithmicor} +\algnewcommand{\AND}{\algorithmicand} diff --git a/seminararbeit.pdf b/seminararbeit.pdf new file mode 100644 index 0000000000000000000000000000000000000000..29c794585138eaa7e12aae9ab3a8c2fc764bb6be GIT binary patch literal 280118 zcmcG$1zc2H_cu;SN`oLdl8Q1g!!R&(N+T&C9YaZXhae@PASDQh2q@A>cL+#|N=UbK zcfAL=_v*dBdwkCO2f*sDk zFgrh7oc)w;@`rT9e~`}gt8@tT@5IafA>d;0e-VGtc7ev`51|mQf0F8K^gG|MKM98a zonWPN!9NFTdVXp92N>(~GsE-41uGsurStq}>4;yYLplFWy5b-G8=s$<|8cmGc`^GJ zR9p~nF$oXPZ}~+d{y+r%N9Fs;2ZZxakp5N!F9^91e=*-bf&A3Pi?a(zj^}88&d$XX zM(1rmJNRe7|ERRT0EYhw@ZV~#>bbm&DZ7}w3%*?cjNyVWyFc1~Lb}wmpB(<9CjW#4 z{gYC0{jD}jo{RdqjxNw#uyirY7ve8C{JEGe=JtZki?$2ByJ)+BenIJ9Zoc^9=W^is z$K~*w?Sb{o_LT9oL^0ChTulf#|u!3pp2%E+*io+FwrNA56ghQIjtv zvVpn&wD4emtH&22F9cl-67UEY!@l6a;}19&H2u_!p9%o`N8SB<5Zu4h^e6u#e=g`^ zJ}#HW`Q-(Iiv@krcEO6nAA{%qeFgl*>1lJHYorQ@|A2?QM!$9~5y#1t0$$_~vD~n)+D9I&$hLIk-P!#1 zpmh?;LCxaxfO(_u8(~jgm09=bB0YVb?#d;7&=f_XiZ^&6WD< zOS)*mboH(&OfKeCx{}9}ZB{v}>{!1PE^%Mz7_Vp=``|ojhpj1Bsf0UV6b(`|=%6TyKt0cSwc&r3krPjEtf@Ox*=? z^OH86q+$cc!h!V$S;30BvupOAyS9LxBz1s5`24?0zl*~2V#8jdHW)|ABiNfTFIKA3i@2=V4bxzaS^ttq_TShOx$s<{1i_WXf!Ta%U zf}OI570;N`zNq?ne3nv?A?e9sI*JD6r<}IQM`)>04c19f*VSb|I(xO=< zVwX8!w$SR^J6Iuzsx9|TE9UsV(5FIs;;Sz|(}U%FUvD0{phTWe*0#x#um3N1j+& z#aeHzLgz?+3^6M>9k$93R;Ts%yKMxswY#-^Tx_$>WFt0x+eBm)cA(%*Mo(_ySd}BA zl|&hiJ_N~`W9k0*V!NE9BM0j)xvFHG1dIQv)H3%rZBWbyCTQ>z@`R$iq33pFTOa(? zQ+MIYUnr8WqQs{-J%&yqV+1lkDU!~A9<8Gma^42?#t@oOVu zwc}XWt+$b`#Z7s5%-w2^;UK}zn9}05Q^KPqZ z*y3neHhJIW)3d3f8fIKewRu8BQ9)n1_zIaPPf+1e!;V78-SWx^7CtL%rE`KK5saE4 z8_;aRv69_hw2?BlnrxtI-o}zFXa0bB4`-2^%gl9Xbh0_d>7Ya6N9O)?{H!n$FB+%& z{3^k$cLzNi9=@x{e878K9rv|_z1s};o-8Z6XPd6w!I2-ztY zO&%8H;Y84+;=D%sw+7!q2=(VTZ=g49@EeYb+^QFxw_77DyW^zu+!deZf!-t~=kSgi z0o8y|89~2Iy43;Z6;zzwZEe@vR8M$&2}uRC(CL(Gv0UHguXDXHOP4MQTq-k%E-w3^ ze2sL!%2aC86ZmOettfDHHLpp%M5WAX|2s=T;)I3YyI!rRI+-MnbWmt?OWMq#5_ei) znpks<6%Fd_hmjs891=BcpBJ$YH@;ioJ!u)o$d{c?_{Qrud@yF;z`Tk(s?Mu~T0lutlocQ8l z8PWtAQh@}}`yo+l+JoVZ<>ru=cgANGJhRI`m5nK2y?Km_gF_}HApgGO5uQsyp6)k3 ziyhSCl>@$U5&|ni+Aw9@PpgrBWGIBDz12@qVm~#Dh*9-S;oOiR6*KCCRG>%1`!!(f zld&hejd5)5*XP17VuBc* z9qX)SP$Ch<>j4{&>otpdwOA-;?^{X+D5irXkwXIqWJN{E;a7+_Rz?TrNlz%($zPAv z;Tzj!O)=@6u1M(Hf!=myzD)f5wU8^}L4td$y-+$nN{1ho&- zFwRg8l2Lx^lzK2rYsDk!J7>6@9q)X2RthTdRdT(Z6S=Ku(1}p!4Hxn1Qqp3GVxK?n zA{X`gM45O;@^Sd$M?cK!_lP^+mMHzng5r8RK6&eoNd z#3E`&PvezqEmbeHerye2Xe;r-{b1=H{;&i*n<>=hS~j0@{XU8~5=ZTu@|rnJDtAVI#)0i)4|xse}qN6nWjG<*6HfSatbIg~{?a zB@IU3w44nt3ON5$gB9HmDYwnk7$-)2c?DdMdU&;*S_YG=$yg@CepTh~_6ODk`)VxG z@*@J!b9=ph&~2f4x*hJnd}7jg=LhCdJFe4L7IcLdfgO#pJ%}{Eu=L&Uo0Wm}-1N5ahu?qA>;h#AWh5x|w+^DU)?GTCFtJQ`H~wa?0W2pqoN0K zzhcr=#j;43$648H)!@w?_2TKN;nux9k<}|+AT~bdb`8>|OGUm5m3L^eo*n4IyC`OMb9^e>=X7vlJPND-p$`XeEC&nDlLnFPT8N z)E5gVRW2`rO5~v34uy+zb-V0KrgoCAPmCV%%e^gkX1W`I@sX^mmR>r&HI~`xB3@?97YEsg#jGgDsS7O9IDw$N&&)OBP zkB(*2=ldvcf9;OD2ijz4ONQu+#EsoYV;x?)!e-5}@AQdUtS#wD+WNL$UnT3PkM%dj zP4I}>;-Kcv(9}Y`5r&gS`Xh4(5+3vBu-v_-HcVl0hy3&NT!}|wHzO_RCm=I7p!db8 z$6>WvGTXNg43gp>RSz%AzaC5LYx!uDiJu>0mip2E!%#298h2f`DgI&jX3FP!@mCzS z&954x+`oin=4{o3h+SYQ1z52J^$X1nSh1iO#V@4V<|=%; z4{&Lj?|VATvNx!w5gI(ZH+O@A5A!94W3cMh+i3(tV<1af!SE<4>Jsk*A=l0&UH77W z%|5bk@Ch;KUYn;v&~B{|ZoH6h8QU&fny~$uX9HCQLtyypUJqd!nesA()SZK)#5>yN z!JnCqXUs`dzWGm?iO7&-I~*TyPdp}&BwAj*ZF+z`jLinw^zWno*zcm1h9~xw@+qyr zG8Fdefnrph7OBBa0!b>w{Jy=;*5TLcUWAhAK?(!pZVQ8AeY6sl(!Fr4E)1-*nUPh09z>g&Co;CCv1FzGsb+vMOSSZc^!F@cqBb?O3bM8zN_GQ3$s?3$b-s<hdm~e8m*-GMx_EviD)$` zF_xg4nVXth%E{TeA{CxX$)b|hn5aK7V{#t_V}9z@ipX_4exlizPM_8BNy9t+CpzH8 z&aJ~)xkewda#wTX1@M*q`^<7Ck7}zr(x;q2ttW-XMdSAcFqsAur9L+p`E+AgtsQPs zEZ_biu*)-mll{`fkJvRWbSv-PngmQ(~!YwR$NJSEIb*4Mk8{n{ihx_QDIaU94+$#plo|%*`%868ZKK{Z8|kEW^WVJY*)X>~u#vZ(FaIL*xSJ zO$xMaW*Vv&W2X%YZ0kK&sWf}<_o^*_Ns|trR&8s)eHvRY-=eK>z-HOriWYZdx1Q|5 zH^+G&y_o8wrPWPYiv36(v}&>*N*l-5HA>05U8qW0IwjE$n54!0A`W6FA@gF#by z2CH3+cgYc?bWj?syulULK26ju@b#v}-ZDd%RQmh4A_;Uu1Xnc}R3eLJyXN0@owa;+ zil#DICE(Zhsj!d57)uTF=#YnD?ca{`RaK)AOt(xPjyxU?2wkR`H;=fAjWN<{jqg@7 z*YiZ-OS+eMYD5eUN|GmLV-I2525EKSj?gN3%bN{Uq$q+*K2TVRq1y2DA<>>x`RilJ z;K&dA1nBck^DeI0{rPyD;aI(SgvLMMlsiW@XOmk@{ZH#RSeu9pNN^ZXAN7%~A90_J zsNPJkS7&UJZX=a7UEIwmZDEP8y(jxM=HL+_hncjntC5(A&B^vSmjkwwSM9B993qZ< zNucCS*LRa7?&Tlp6%)K}8Ty2yOtL)R3#KX0I}Y5J(PwG^R8 zWALR#hWxPf!)V_*`-ytMG$9iM3xx<36UR`}95k;!eH*!8sxaVWJK)BB$3^>sVbjr7I!!t zv&Gg(NN*EKhc;L0B|;9h>piD08X8>4)PXBiM~6WyvUfCs8|-*XybFSg6bc z9KNetsrm`FDzK&!8mgaRqe=JIN*}bc+1ZK0y@r}UU$y3{_{euig2zU2J*i{TpmF-i za(>tGV=)yqKR*FBr=!BDPJN2o&hfv8G3O`8ws|u zvG=LT+`{rq(n%Tyj>^&8W;O+j4`@|Fq7=6xsz<)qo#_)i=wz(l+qAsZdB~cZ7xx*( z!G8{Q+9iA^Q+(Y{-fNMwlQ);uy~^DE%N#d+?M2Xa5_QzC^sPffhoVK5kEC|iN7>_P z=;P~yrD^VyIb+0p!05W0Up@HpQBeMqAg(7p0wjX-3tLae7-JKgMwLHTa0%P-QtuLx zN6Ks9XHnB-ZnInB+bgX{zJ>BQek`IU-)=dY9kohJzeC{@hi+xhr8E_W-zfMbz-giw#1cen zX2txJRavFe#4B%8P;~y*_eUKBV|zY?LZZ_*^sFe^rZ}W>9xBqWyUaR2vt_D!_R2Ll zawx8@bbnt-gG@KE(j{*-A3N#&O?;@M59WB5_z!Zl)f$v%rzz`60unNtPN?*jq%LA+ z^3lAW!ofpxDI?leGSV-bt}g5kwQl2!e-u^NuVHGH7%K~H?9+5VlSXK#2qVMw>|^=e z>E_OI?rg2iqhLR6LO8||?h8X`unjewd=fSnd$aC+M13qKd(=UBGyu*T3+ZdHxstby zizP!}P^|au%`0Cr-@MG%HkdYoqOm~-`*w5pQ^1-l;_E%D%61Q^Hn|Q?Khs$;;DSz; zC@5d!&)-sNFBthe{A#(ws4ds&u0LJ+r%k%ZgnUhb@1Bv@q#%ZTq3PF^*cUiKxIS_# zH5@s?55(v>iuE2nV0zQL$=aYEZp!A2A!Vfu&BjdF~F(rynQs~8;{TR zc`Wf>L)+>P>*^Nr=kBvjg_@XcY2P2chS*8#+v~b}MYT_<+zcyA4gnQM7-(AdnQJ+F zY8(}WpvKPyw>I2Xd*9GY7ZOEzGR3Jn^jp;=X7Hai13ifUEPQKJam#p$0zAbIK|p_=O-4{5*3DT%9L;fsf1dF8s0= z_+>Bf%U@_QG@7i|%U<1;p2`0f6pRPV zjer86c)Ss;wvZVJ5u-^+b|20dsQ0{+_O%z%DCQzX1DL(-tN@ZT_?I1AxCH)(*{1NIfh^S>I_KkCcB z;QH6?J+Mg$%nL$rUKo2WUT(my{%|lfQyp{1O<#2Hw-Wl zoKV0-AV6FIXK?7><1)5zLV`I(46RIUZGinjhAK!q2c#nq85y2$&ARJgXzXNYCGPCt zf^>u+5dXu7{5Kxq&)A_bE-(aeoKWsd@KA0T7y{TiC}3Uw19(Sk3n%m6ph_Wat&vU+ z?$Q>HPPPv2P)^9@?y_HW;JoAlyr15G_taAG`FxZQ?RvlK*}4sLIFE? zv6bkjZeP4N{5y2RfLI?6^miV>@&bV@fD;S{USt5r`JXVmA}yRe?1G`>9T)^uL5JmlOYHft{Ftl;BwGlM}-kJeJ4H#@Sq_Me; zg)v~VZLRH`od9hC%n0{iwdB9?f`3tL9>C*qaRV;r5wblkGhhq=SnE()EIKB?ntG2SaP?O9lBKxc@yD$;AZ) z-hYAE8&GF}bS@y)j7ZJfJ_k}5(Wp^I9pl$nl9n}bv69;F&L200h~Hu|Ni>e|0WCu;yQPz zfPek#Q~!%BF5ndter~(YUk4Dp|Krh%yw>k4;VzK>y2!oU1)%Z%Hqg7gyg+{Ia?p2q z5g^{nyb;G;1Sbf%?L2wJaTm}X;I`k+fqd9y{s?I20;1U8+hHKYWj+dM=K%ppmdpEr z&VeA|w`YN<_fi(%emDSqGFC+b86zM;Cvg|Vp@wvG0{zM|1Xy@K6F|RhaD<U{qq)#7<>%YCUyl_d;nkxc&-1R!!a0t)hxy?%{Ny>X{7SU&95@abt8_;qZ=}%Iow#BQG^{j#EWO5VoZBLB zt15@$1HG#@1Jzx`-0iiQQb7OO_tvs#p~GVIxRu(xM}2ns$|VQCJ}-ZW%*Ie#xTl`3_dilU9OQiu{`QS_M?6F z`I2-}EHO=uYcHm1fhu08xBhA=azG6!(bb?^oT%2U=kG2nnW!|PKzbh=a#o1iDzf#R zdo2-S%4rTBoi(zM36EGSc;{h(!x%Xq&m;1wa*;2urlHdy`(?h*d#XGGa747xc-|+x z*iL%dlNZt-7v;N4#+*`yZ@%^OZaBd|(rk7QkEO9{l91?YE6#6&s?aqU(V$LT$;lkF zvDaYlzyrJPUz^8?VT;ugnj64=9;GgHX9LfchGLk6ki?4(!|NtbeYfsPSVs`5U88t~ z{Rn3@+tGsNtAsjyPS6KRyT*r<%p&+&a4dX%rgniTj<(c(bt_yW>8o7BtmgMjMh!pL zzH_LnNAKk??MT)5_Q}3DW{5v(!YdPnrH5?xRQ`>y>T|(3>aTT9jB0tvBPBXeI?r*- zcDCBJL><9^c24lCq;T|TzBfvGD)sk`uJ1i>jTM~SFzb1dJ^O-^HQx9AednDgM2j=e zS6_Wi!{1le{?-v9+In=*G}R-#aIbL4*l<@fVwxHgO6*WE!ysgV68;3LuACmtwXp0m z>f*DU(kR!;YjN{cv`A!ZE@_0!GPWS%#`c{jP-Myr;UMf6X-@n~emmRkJTG5Jhi)U1 z;}6ANO!QJ>ets`2m*-SdUCbM)@;dk>YE=MZKL1>S7r!yBOUBlNvFkSj%$BOxJZE4(J0p81&->$dt8_WTo{f<%b&r`?JWRDtY!Pqk{1-*;>VCkrWuoL1$(BoZ z{o$ZN)a+N{XRZ~;PO*!zRBM~&<*}=vAj1-nRXy|I;g%BQ{T;B@wY=$ghsk&%5`L?< zDf!&*QFyB_q0!SR;l4M68ZD!88KEJs}taD`|&&Cl9B{rVN_(~3u>`@PFDiu z(mwjjr}S%$6=9-u%BH+_UDV`nzdGT$jy-~#gb&d|8)O>vY4JkcR;vWxaBv8XHE@BA z&%L|uNb~ruq=C!TLo4uH{yTiW%BUoCr-9Zduu_NNnd!`U=MNunB^HwScceb@$rc?~ z91`Lao0G%ndrjNPdu0Xc)C%^|@Ft3aILC({@{CEtteBt@3GGw?@JurTN%VkWS_svK z#r228`QZ8joA;&xXu0M=Uqu9L%r%wzEJHK=ZZCgBLcBQBg3{?gU>-}9s`1n7;oPXnMj|F4(tUUD-H0u zLT{CvI(~Q=8T?@phPtfPi=Yfe40GCeeil)~7i9R#nv2_&Ai6EN6o=dTqx$M7J)sU$ zs5XztEwj7TPAl)Z-Z|1YzliK!{8S{N!uE>fi=@RH!EdNWs>1$n^1Cy!9xgcU5%Onh z`uU^Dr^>%Y0q?OF*X{)2PQCi*KA60kU@~zR6`_fjgdsYc5oCr#(buVwRJ6$uXibZf zTGouF2n!(P2oZ1&ph^ACFGk-vr|_NK`(1Cwn+Nw?F$hZv3`lF3Z^*r58!&PYYf~++ zmFAjlF?z935uOq9RSxWXCRH}}O$T)nOSx_KezMXe;g!!I((fBq_m}fzP5r5MYrDHm z{g*J`JNx7HF2`bI20Io7Gy*uuow&F|+?H<P3O`EzN3+>PF67T$bKd$S6vn#dca=KV<>xGrFV)4gB? z=Yl@EEREgJx33Wg0ToWdLie*~I zHcC_*%`PvY;@ShmOXIQJd9WMk#7 z^wB%p0d2dPdsU;E5w%tyA0XWK>(M-vv8%f>?7oCno4KmF)o8EYAo-{&6QYXhzVuS& zTmN;bCK{p&gBZSotq?02&K;lPbKm6~l6j+7 zHo+n1B9#ShnR=mVh*m^ruWxttP4}KM=iVD-aA?Mg-Pi)E%dDk&gwFRWCBx0O_en`WR8G3TAiM~0%;bkk*0Z7ux27xWa&s!*sKgmwjrDZtg;gNtY3ik~Gm z%sS%V-pZa;a@g5~aRxKmfze6d?jsn&mz}d>=Lz1DwkDe&sF~vg_|bDX^#x;9kbZDZ z8TSg41e*kLDclna5qczTHN*z%rtJZ8l4^EI&CgB|DQYc=!Hh^5YHP#%7I}MX9 zWQw}pijke>5RBor7H%7xT^ws(s%-S?_;d69DZdJb1^iO%s`T{U9CibnYxYe!ad^3( zM6P7NbG=`m=0x3G)vZUA)Z|@nSkh1jc_!ta^75Y7{gM)%{vu(AP<>-FUk~)YnR_EB z3!(NsOfsnjdYea!cIzod>ziN7o%o2sPH_e_vxfVPRq3=^VfhuCk#5xQUtq0f*ON^b zqYrm38BHF4!U){G=}j0GKq&@&h6Gdd^;q~Yyw-dNYzOKTpsC%&(QwRKEaSC_qrDY6`Y-WnyrD2X)`!c`zTNN5^2XFpS2 z-kIgJ$inhNL8iFTqo`OVl<Kcz^|efO9$og+7DMu?dlNgl&LRZl9v2 zXpxm>KUXLmGJ&39=^{=&mU|bB-#!)suMjt=aJnGiKci8wqfpP&=FJ4~OI zU%aH&r{Bkl5;Y3+S@L$hS))@Q0<}A=y;T(Jz&-J%c`0-a{HYF?H`WpKLdF&FUF-}W4;_%I4?VlB$ zx^t$DX-jmKc5e`m%+9X}_P!rg!FJvfnZrPeJ%y?kV)SfxO1R55&}zz2QK{x5aqec- zxrNW{%Jk|@LcNwO-xG^SJVX>#nSYP!r!=`wwA5zOllES{-I$0lW4uTE^n=*4leN+f zsC56tx^A>g+?8BE!lD7~AM31lKN-q&eKfvW)oEg@tEiiyI9MZQS?a7;iGg??*Ts^i z{hTuojq>eEd=oR5zDzn3*;{qNiWwbbasKKsOQx6e_~1y|`b#T;Ak!a5(w5S$}xvV{Axt;|4V8IYUBlY7An+sY-)*Nn6l~I&XKw?DRU8SAUvNVVn^Q|7O z-9ONPXs44n5sQL*=&Zl2TwT^uD(hOFev+!QX-?J2bM*}aX=_aDQxR&pLMGxWX31*j zhZ3YBuRgN}gwsVn_wHv{6~+2AK3$f*L&Gc=JKr@HAR?)%^5UVi^gW$QGItY)(VWe^ z_8$fel6va?>X`&sbu`9OicDOvg3d_O6D2-%ooQ%y#Iq8jG0D*b>q=~Gnou+3@L;W? zu+uXV$xlwc`veiUo@luHqN}|Z!U+nK!3w-$PK%#iwe%9i!qX#*-JnSW7p_5jDd7R? zwyi?F#Rw8}yHZ7+^6ikx> z-`Ui7Gt{+&SKr%|Ms+c)i8EU1Cwmz-#r&l^w6Oj&1M&-QClduL8Y?>E9-7p`Ae=Td zd8}s+OExX=%_rV_CUtT-VeNDr75BvS3cU^sw!a##3}?AMooG{IxhKIwIjqW0r0*FD zS(ZP<33R>zF&-KyyO!U|-{+puQt-OAe{h~g`TO{f)+bj64;~)JZpq=*m92mK?8o-R zDM~Rlg>LO7?ezCkK{|A}fe?S#4WGUH7AnO*km$Mmeg2&~%^SzU9Mb47#~(eX`O%2^ zG@NKX5w7?a^1^HE=~Cey-m#B>FO~m0Q&DQ_^knExRGg%!=W=QS0mdUd!*XPXD8ISc zc4Pw~-4T0OT11B1ssXip&zSz9m{|0T4DZHt<>nm^ScR;=>j|oFBCjrz`~X5okN-@> zvOPZn<&D-J^>O~&QPCyJ{YXBCM=_PdQG{?|2>LERZ+5#~_f?i6;TQ@+g>E)_Rf@H& zmV|@-srag`JYDl``KB+aeDL)L)+~9t!p^^N~cwoql6(!QoDQpxhRGlozvkBZ!Thbq=xVKkFCM_Pz3yQ}M3y)2~Oi zFA9(2pJ$NLKPll2ML(ctJ-j#Tt4JJrEOT%VU5u(!AVE$u^tH}hkB3r#vXvz^J_(=2 zcbQ;`M^VQ;$HeZ^&+hFrM)P_%f_oURvq}+!;?ybNsy?7Q!V)v4K8Ci7e!V+m9Qk7| zlu_o|{a(N6-g?YPaa&x1)E`2goKp|FpTweN7RU8Cw9I})el%(uLu>C^=M5DQViA~B z$H9-HC%p*?bbbZL*$MA0_hot$n0i~9NV@HCEuZnJ{b@F)ROb|9_nY_2w{f^%9kJkw zBU#Jy(MAUzt3z48wiLeLeUbS5?fcfuqeq?i?2fKsGxN2R0{qVnEh2oq5RV=CXciHa zTw-fXvY+`Rs3*#k69_-n$V6&xwOKZKq%j5G*UsjF+=e_WL6m!wn$@^gBctMKW|J^d zC<(scE%b!cf4=^zIe6qPxS%s|JChbf{W!s{I72hJ?NpMH{t&kD=~l;c@m_rN0q+uJ zDspCv2@!fJ5u?PtHD8cF*tU&&jpU=$GUBOyos4 z6vtTJxx2Tkk)q$INz___zrD*qICjO_1$si> z0T)S_7RvW`YS>4_Rr+K;dp5VtY+ar%3GXz4kISDJ7;x<3Kk>F3W(s%{Gb~NT^`5S9 zdFl;U!$RZ@9^RxfAz9OkYAt@-q#^?MwDv$(SmgBp4-JR)j23qq9jNV(JTv+atK!~S z=vi-Zu*QafjoVIypiI%=uR?{=f#P#Q#r@c+3d31d%8A~q`i_OZvmo*ex!tS!cGf3W z>`{ZpxV@il$k8VbWSAxP4hIqJu8jH&^W7r~zRf_WV6P@*XKOa+J}ZipkxC$<3<=3n3dwb>s3sJ4Qp8Y6 z!0+4=l4W^thRI0@(F1z}m$Hsnqh3eFYsxDM8$Z()N zfCZkqZI)KNEPc>msixo6AFSK^10g$LR;@Z}wpq-z|H^7FDUYyOxhM$o>VcEznhM9r z8K~XMB!;9=ZvJVFLt++>^EU^XRAP8yC}e|khM8y9bxy!bd5e@L_0Zmg<>s4Zywov8 z&3&@#+&%}>BMpT(-t+q&jXInrorH)u$pN)GTYKqmO___1&w5|>z1&xLb^Usc;%&#K zs|Z3^Z-dn1y9g@PD2|51*xe|OSWhp+iIDU0ezeZp+IjvX7C|E3?G5oloBr+W2x!3D z`X>mVaS3Lx0gMXPWm6yZJ<)d{t64q58f|6uRA~xoIo+<{O>>i zy2Hv#EKOCjqci)jQ`up7W;7fWGg^(OTW!!k5;TmMd3KQBVw2k_A0oPLB^v#2KEI zJRFELr2LA3g5tMOU^gjdW@hG7rCnyDrKOdP1N8C5aC4@8AWwI?>}Yp|nw~!D#d*gb zxOjL65wjifsY2c_##eh^1xPT6+5_KEqADsX3ZL#zv!;3#88%^_*b@>G%E@(L;!|y} zj`A}z&+e`aHw6>2PTSkt>w9fnS;Ry^spldt1%m`P;1UT||k zp<}b|t7A2Cl`Wq=0s{lhMUYBLN`4G!n=F#bknDiT))XhrptT0_+xI(D1hrj@C7)dL z_xE2L)ZJYj9o``agTZM2eyFkjI$$YcCHEMy-1{*@l+K*TgBqbecKz?Q04SeFmj?@{ zzvXC*&${R7R_$)}2rt=et`YUxXyCfLyWd1(vsEFxb}ib6$XR5$qdDMV|NBIUanP#i zmrMn5aq&sfW|Fkcbr2^pVT!QtDe&}s8Gu`8ei@c;7cEQQYNU=zu-&u>&nS=bziG9lVLCLu7G zqmd8Rt=z`QH~*5^Rqeh-BqxuJLMO4T&>SG>u^kc_d3VQ&M%c%zI~fte%z}YJ$gsN( z5(v>W5<^)B0n!@-{vVqS+(GdjVCNyCGVsoniZX zpd{}qENg3Pjob$I+DiDH$S|1Q1 zD6qdKz}t{|dU{PA_3Z9JFLG8?%*|~d(53tNdJ2aPhD|{Y0SQDX0wIG<0qWj$*|k{H zQ&VG8qO7c0k+l4D{4SkcUDoZ<%;;DIfmo0mD1Zh8W93w0t*oq=b-idI)T{B>VW*=3 zrlUQE^}ur=R~zdO@KpX-^g>?dhK7@qlcG%f-!$}VS^_d0O9~4se9ul7zGML^gZ{_e z_jL*3*56?_Z-$K5x@}BlE5DxWNu?(xEp}eI?_<{#gg-PiWHR0NMh+Df)kOS_O0IsL z&;I%(pz=51OyGc@;F7UoWoH4a0dUIxOqy+pyZ(<6#$F-rHB0rrTUjmZg})B^O=Z$< z{et2eAm&!f@fW=Vs^!zP>tB<;6{r37{zQ#mPy_bvsqbaR9@Fum1enjX`B6RS@lx7_Yxsk@prTs zV%nw6vZ$Gc`}_NeiHVm6@&|Nnwj)vrH;3io!J`F+=tH2cwBX=i8xJPyGzo?qbR{Jv zU%d_U^=hhXY9>Y9i0T8#b9rB+lS3mob2(>24>!D#gQEh%t_M3Y(0IXURbSIJZMH#P zh~tn_!{K<**@K%xg`yrlW_d@V74gO?`8m+-Og6p((2ew)-2MUq4B8&T#D*s*^7x#iyeF!SgyNg>mL!=|RWbg_jd z(*55djqG142v$RKw;L7v#%Hng)TOYo*YzFS64e(G75j6YIy=^-vaO>E~;#23paWi z0ufI>IJa?M$YS(ZcI=Y1G%8(}rWo&dA+cXlCD*6#;Z1}APl9B<6`yf#Ad zi=KFrmvzr$>1(uN#I!z?un1=(1dLrrRBx|R-_Y#*yhi=rBY1E_-(b4x1r|B04k=85b7XT)O?q`yBZl@@YD@oK+tmkugb_ z7wPrlChmUQa0bSy*$_@ASgBQPnxXza!4?ZZoEGN(6uB^x+?dhYY#&B#_GaEymZofu zMlZ(E4q4hnpHAxt)rep^YYW;Rzkc**JsL2W*gBsnL#aURe64QzP;pX1Ypon z=mN3)Mcto%BU45sHrp>IOdNaah4FV+Xhb@Ak8JD!DiG$R* zZ5ukUdRnqrr6^chuDuavwFX&W0zQlg=nNQq0-ecoT$`xb;+yIjzCOL&ExC>(w>q;< z0R#r4Zd1IIaTW-y`_hWGaTTkqD|$W?D$Nq*pffkTUPK?%z~2xZo9W4!PGC1Jc{Mc zn67jU8_rNOth`rvl^PW>G{Awdb$a%E!<>3-8 zEWM<$+58*uzYy2n9Eq+bqXj>Hgil(&H3ydm4Vy3xtfWmv7H__CZTKR+N<_AE)@|Cj zV?uQFZmD5qxGW0QBb=6h_fzcc^X`nlBxi>3(=dbO$ybx;y>us68g)NyPSI^_>@XZv zjKtPTYnORn+e5tkVsj9|1=zfdqiLax7`YOUfg^T&z+2~6(qV)!v)Rhq1?!t;k~Is0 ziefxd;!=j6)wn`j*`Jd)JsviD5|tmLH<-BO6OsV#>CruyfJ0uhEVUfz<6QybnMqMU z&Gb$3fe~_YON_URgGy6S2JY260X1?MzKY#CLgDpt5xGF#YzG@q5`tFXurDN z(fUgAElvrniiEH(@H})P0>xz?*A>yq$w)qyDQux|seM;&e}Aq>%FF7dT?fqO-dz9n zsp+LN*H<0EV^=mNUxYKQqVqRZ^)g??G$@4HZAI+Y#T2Rl{sA(8zPFMxwIwu zeOZf0t&-bx2M?Bar;6KN#_rhyimE(xeXV?#MgW_05(uD}Ig>v*YA7j7hi>AMFl-)= z$T-HI45W9eGZrs@40Y+8%O||=wdhZ3fg>SJ`D1I1iTungSB+CIFJD>}Nw;!t{h@`?o8+ zMdvE@9UP2zQ(7KHkX8h!yKp>3@XuUvBV!Rt&tQ0Mu?hsqbimxcxphAUS&m7 zV4PO-#)y!1frUfd%8&3j!oW&n`wr3eFf{Y=lQQfxR^2Bf{O!5E5JPUsiXOVR>F8Tt z;CAq87oy}rxrOZ9r&Iu;w9Oor?rkr+*Tk91D#Wip*D%N74PSZ^=H- z^PzcHzQlkiRxh_^Da+0|(J5lz6HuV4e`KcoT+_fWD;Y3$mk;>jzE&g46qt0e)kCld znP&M`kXOVrx`IK(nn>rMy`7GTJTJKn8SO~w2l;=Vers%~8uML-c)Qi>>xZjkO0 zq`M_l8UzWImJ~!vq?D8nK|nxSN{~)L5fD&PK)M_5yF|a(XPga2Y#ely-}%E35%XMvN_SzG^UG z6OvD1xwO0>ldQaO_fD;C0wp}jy=L75{`CW~u4@o2D)RqKTu6y>GqWf}Z+IT0Z_ntV zq6KT2>B~35-F6CA5Az_ju~wsGLcp7VG=n7sA%eH~M=B zQG6^JjPh<#(;ggq`F^^0np*;vkl!qxVJ}Xux7B>$raJ}E7M}2FNbStdTFzv>=t#Y= z^2+~f#UfVV9_RI^=N1x^+@@}it&y<4PhLf3Yv42#3)6`?&1RHVID~Ao{mia$T@N9$ zjqSSWvAf^3|1L)|AUE^$bF5=)F%d{x`&CuX7;dv!W2Rf0mNC81$5H2C`;?LyL3mR5 zG|FTb?)MXA(6`;#vRJy=!RO(#QEMi|LPL$ALY=dYk;Op?AwTRWxXxXF`g)f3@Z>PSj@D%kBmf+vDzR``0_mwb_# z-8$EeykR~S`K9Hot>+;M-UPT~XkY*$dt7)I-@dM7CkeMWiZKjx-YhVZ=o;fue|d9t zj(!b2KPwg8(vRrp;~7j*%o+!OtLDO4TWKZ_mZU;GN&FtS6gU({+l21HT4DP>*%kaD z;iL9pLCGv(RNgT`MNi+{))q90`XYfXT2b|3;rJr2i)GU9Ys?@(IGZS?RY5I`dT6x5 ze(^8Weff1YyO;eN<{>Azd+#3OLi?C_S}3i8h99E}Q5oCh3JYD6=*8|&$_Afj^>l3nfW+P1eO26yf(ZNDq4#jhyIfqt zqJ+z<8OG0YsF)FLX96Xup3AFYy$==980>Fi8>{=?8IOgDxjJ-sc$lYO=9xtA?C7{K zQdu^~{30O%;Wd-F5GhF{<IZ+rQ9X7O$eX1Z*AzdeTPRie*t5Ft?lD0 zEoLz>G0&l)p-KqTmy^{RBg}YWTU~2xhpF(KChm(oC8~B08aI^ihL9|)Qov=|5DN>- z(`~vd0kTRztQ;gu{PY~yb)o5HtJrpfprH%TjGQyX6Jd4xI8OKtnG+lk(@2thEXh3v z2aYbBJJ{LY{*-gw4lp6pYkA-CPOdL6-yV6pG0_}qVqzj^H#0kX2BFP*+fUKGf!E?_ zHMO__%y=7?a{yLG7hbAHJUHT>Uh8M4k2iZFWI$f|{#PkRn~!$qP=Jub!k3MA57C!) zSV!xE4&SS|(+sdbEOyIh8}J__`T3!}AS`4qyN*0{t*3gyJ$3L#4FtcT7>8sUiHd2< zy0?tIuI>)yM@a=iNh8cE!1(1mA7zu<(;t9Z`(1&u(Z(!D(&K|xt+S&su* zl0OH+Z}=>z3JuZobPybT;Hf}t#zM3|2XkMil$}HGM=^7|Q}JYn_M1G9l1UEZz+bS= z?GD^zCN>Dw%3bv!Cunoyi#bXA=WnrZb4HlG-aGO_{}T+0Lt{|_2VAtpO1v*1&^=8M z$tDBCK1OtuPNWL^l?5BVe*{r;U*T3UamnU+)cugBq%XR~WddrbeuyW0JBFw_0NjRY z-bL2Ra+%1DlSLfIAj;DF_GmVlr9#=^}xp~BOF3!^Jh3Q0!1 zO+T@{!;#sMN@sv{7Ut&xM;u1onc_C5225H6rs|L49QLU*<|fBjUwhF0{=QY;tBUe+ z5*J3r&%SyaEE5UvwE^?fuaFOp zKK}KaFR~kYS67P&-{x0MU4QXDN2>Dsg$6N}_jB(Ie~&KY6c$z)n3}ckoq$~N-zvUu z6pT$=#%4Nr7&krl%ItPW6AItN-^1R%5)~C?o`HtYesRK5o|u?ofLr&0Cw*QRDh{2#}^T`)G)<&B6LSE+Xd_jM=A; zaaksgP0rYPNM-qKhrO|w(d4OGV8OX}yk_7z@#_k{&B-kxi>}Lu4>+~8wf9FKogsXT zAjd;QVS!oo*_f!HHo{rbQSE3#c@ib|&9fJ-?9Zfy0s!qcKfsZIwe+?6j;-x$?VPbX z&PR-@^4&{B3o&`EisCFMP+`Wk0Fj-k&)FK&4S|HFLhS6S({;JIEWJokufxko7G`XM zdJISas_#GPBRYQIhYuS>xws;?uTWB^Ji;Qz#<&Q;JfzUcxSG@LH@435sj&7>-Q&1q z@)MvvVpGl5?3J|_Ch~2$CLIk#-gv+wW(7ST>x+b{>U+Wao<0r*o-@Nu1XSOFz z#>vS^RrTBwY9O4wWp)Pd8Ktz=De}VPyR3kV1O`6DI-+HXCm(-q#;5H$p{RAleXfXu2{9_J5m2qlaHG^(7d}DC zW3}E&pVSe@)1G|gie8CuR_g;uobGiUnvsqv9HZ-3=arg$(>Edwgu)@yyy)~YDDhGN zBuqbJpE@rYHNDikdn~iAZgd7ubx;WLDNN*^x3@RP5}NR~GP^@!{+*~19j!;?#%EAr zqh{cM+k*$2pV9!q15~Xuo^Poq&HwpxtrDv~tNzzYO=EROgp2Yidr<&sWlRwq4yu>i5o$(xdL^cu*L2T)9u;o+aKHN_EJSV}&0jZuTX^C0DHzDg3a!d|RQr@E_#gtL zJDJ{<)~}V4?#9$ zuxERu#Du89b2_q*4*-Z3$FKy&BS$Bv&9yaqN5=$S8$GD5yi|-e=Feb1hj>-*fic&7 zK{#0AcuA%OLXifZtEixW-AxL>XYJQFELCfruPqyT23(jurL>GLj#};zGsH>E2Wm$| zM4UW%GEvk+-gEY`c98s*Aw=l_hRIW1W#PDlO4s1^wfnL#gQqAqc{=-o^7z$pmkcly zVY9L2gBu(?B69%@rS-<9>5{&Aod08EUR2O@8@rG`$nsNG_+UJ{8KM_Ed;I$#OXa;@ z`=P;9iFAC_VnUoW3Gslq;laj_4G5_A-QU}|GWGh#b(qG^9p;vpv>cJDk=_p&Bmr|W zCQkjdT8D+s!$4Iv>|u0jy>QHhQOW^!%I5G` z1N?zeX4Gz|DMdrXDbF8mPlN(QSn$}x@fr5Ap^G)^c)oqbGz#P|g9L z+P%9mr?lzP16hTxlS%Nc25QG&chQ??Wo7M@uagwc!p}VOIfPC2w9F*?&jCoz<3_Ho zQLsjzK73(KrO-+pbsVF*6r372nJaIkMl%jEVUSjrMTT=b@E%ot8M$>k$y~K>v)@&nUMorXV>5is7y;9!CID@70 znyFX-VjCM9KluQQL)6?~B=vZ9qRwCxZ(3ft#9}I<9{YZ!BT22}$KAN2GSP_AP@^c( zNh#Da0!iAF0XTd33Dvd3n_jJtP7gl1!K65-(Eg@ZBONP8O35?3JpVR#3Jx z){Id(e)*Fvs&CTS;xE4|vG#bac2uEQQYjhUwBY+O?tE8VcfP9FNJ=Kgy*+mSZy9^8 z>Ioy+nHRVxy;f<=X!d|ZyvfZniNfdD#9v*%qks^MOdD!TwrX>C5Zo5PF$1B8wj)bD@qbfPlr65wq~97FB$P z*tV5Tk1qluqc>*lhX;F?05JVI>T)ctXPe@@Zv2V5=h_12`Mi|vui0uGRA-qhzxXa| z!N=kKm8f(6$&_G?Mt3U@llPbnOTYDM{}qq2$T& z(~mFgIbT-j&sv9tb*dKzcwn3(C$}>)D!e}>A1?c;!hU*jq*5V6-IobN7_3|JD(0NH zYdEj4e|1>HfYe=&;pqPC&DTVh<5r2Ebp$OB?PEzDg5yYKhaTIw|28tyd|R zW|h1qq{27zMrdtcnvHP9J+R<0xG^OfKSUyBplFUXwKsSke2oA{Xp+Hb$X1Fb^%ohFS&+V-;?UJw6sAXG{i~pM^*S&i*DF&>9pP4z9WOf zMICUMPwyOK79aeHO?3VH?eEfpmuSCt#kZ^9^G|rTeHE`?i>qzG!pv-^3VoU49c+e6 z<)eu$18Z`_75CBY?(Q*Fy55De;rnNV`#;1AS#>B|y-FG{6{^$_bNk3#UvA%oekyk| z0a5e^gjz)zrjd+GTsWP`b&0Ct+LgTra-^8O;?`S%2fah0Bg*`iu z-8LR!u$&y&aEs#H_RbD44Yb-++SnE4<%13do&Zd9=1I+}q!!!SVA%^|iYp(!wi=d+ z8cRR;n0KT6{8G-`u%$zTZ^PrQB3&szMfBz5p5|M5+K{eSfFFcN;%BJ(j8VgLclIUr zo*V)x3^hR{85u5MO7B{jlJwIJpq`9Vy*Cl^_f^M3kT%- z%F532dqf}=^C(7oX6928j`4WAnul2U3aWj~NhzlJHIwIu!Psn7cRAkO=(ZAN6@6%{ zcdm@8yYOX4r$bZ>$5NlcUFC2db`d^^jvrMD=$kW1@@XSPHPf5 zWA7aDn^%dAeDTx2<2XYWBzB%wwuM#G;uI=g+w1619IphL2?6pMDh8vXO3kfNla+0G zRcpV&RCcO&WdfBRv%NWin#2!GD7O5F3hsbnqWNHI$)YGd@6MD&xU`DWfnAvOIW9q34*zj*e2Z3w z<0m5_AiKR@NX~1m13|T{2?-HVgBv>!&+{kl2OIrMt5d+RxWr?n34t9J-sLPYBq8C) z42274&jv&JyLw7fa+Uq?3lA`P{ECW-y5g51j8*;m{JQ#!rKfc4>G9MDWL}3O^sk3& zl;#vZ6~0ugc+G`}IQc&IZoo#ss~?}TKUTXruO4}yK!*T&r2O8*_V%{(`e?SsOJ3XI zfg%f)gL|viczAeK^$-(FbZl%+UljA)*RP>QAx~a6UBmU z%XHrztHl1H24{a6!taJz{IU5J%8n01^~s#zsG<_o{Dsu3q< zcW5PNEuD&`%ur_p?1&Jr_JN_9TD|Y$;$p+gxA6@(Ha9ny*7je&e(kZle$N9Ym5UJ% zP^gL`rwkZwN7Fo5@p!f5xad$tcY!;p{Qe$qZDsaOpTFK(*nO3h$SH35t;DRp zA3i=OKh-VMzj$MXs~?$RCmO z-yMCA5SzRnH}g4fNbC!bUcIlRev;>I_Tu;DvG+TX)Tnh>h4C;*pO8}Z9c%F2)r&K(hOSK`TY|c5wGIJ6QKnq64s)V1}A)T=^P*WJ})jsbpIw# zw&stCi6ZmPI6N}Jun?J02*$SAnyL>d9fF|KdHr zp`4u_-9?=Bz!U4Qb((}C^?QgRg#f%E(ZLEVEKp?LhASrsZY+-IJ9AM|J{0yYc08Ka zkdl(}$Zv)yb7uvW$lDR1PJx5+kaZ%F3vX?C=GEg_WCaq+N zjxi6e&0l|bQORCLX-Gj+Ol6TGiWX7s5pVWJ`{d6e1*5*~OJ1`!BF{a*7#bb`)bU|t zZhBfq`qar2C|?{6JujjW1A44Jbf1U#kS}FtjJW^IbMHli>Iw%i+eJ7)x@s%z3Ko)7)Ym zS=$@oC!!JW$f~nbf2QBn10T7o?@zUXuhPoV&VzTdTY0t5$`SZJnaT-P{HVvP3li7P zs*Y&ezu35sFCV&+QM)qU^@)1n79RrQqlK6jnn~?1mDiv&-S9{Qxg0IezORlNz)rY+ z`bMj1|D%u9`S&b-;8rN*1*an#I4(rSdXIB$5Rt<49=mK3IhIJG`Pp%eO>nD81}UV8 z6Xz9=^65(`Bk%~`Na3JzCsg^biBO?*n~D|RcymC*+(*o2sy;89kJ0;Zj$^(TybVaWF|y(Rump|;c~4es3Z-=pkuGmX$vm4Wh;N$ zJuX}p`EiVckjm6x^5VLuvf^n}!i*}G7<4HVZz^NnA%EY2^Br%NhRk4uYj}mVIf+w( z=Z~+vs6doGF&4ePNH0Rh4O!GQ0mUT1yyOwa5B_7+Xu4D;0q)lkdtoX3*LX>hG<}^1U`t5G+%rI$66tjp#eqKaGM8Cvp zW5}*HLC6`eIoO9YaEeQya`ME;q>uTsjg=$6$Ld8w21BmrGy6YF7{#w3{g}i zo9ftWHY+bZ=cs0j-2)J)K@bOcSX*10GQRU2T`1Jl_;QCWb|ZYfpi)!8qHVnD`%9r` zLuaLZO>UxY2Q|!OwPsGWt}Cox*LL2s+LqKXXDeDE--`WS32AugkM*mTZd9#S#t+kq z^hUioyWe~M=6;H(!>3O|IfXTn z9@AQP8U5)m9H zgW~r9nIz*PIQKj)k1^Q0ALkEc~!GBOdN%_VE=2zJtY~OsFcFAn9Wnt$9(beYZ zH-8XAlkZWhTE4{SVNJ-+3ypz?d-230y1j}b3RM&JMzJEvaMMP%9$C8IDw+|^`+)kz zFiEEf5P~-wiX52S3bSF^eMk)eg2%S($E5j zqPMryFXVmt3^sN|`xGr^>*?1;H~ScqOVT&)xCK5SpEKfp3?&%|n#zicad2^2Ib4no zJ#JW3$`dl1Rl2I0xLfK{{>I3U3bD{no&=`mSRIp0W`v`%Ijrd@Wzv44%pXlZ8Ndun z15j=BR11Uxoq(X=4>qo`g#{6-Pgzh-dFQKzQOn{aeeNKTxo_Ra{22lgJp3&7-zY8b z=KP?EwjglsfKB}n3zwWHe~79=b=8=Z}3=@ zj!rs7l|++qw2p68vdM|<@SLjNZJJ+~i*6<+CPJ9>PT>S1%6r{oFOgk|?Ka>ePdNXe z4@aFdkVm>L&=%3gQQ{g_Dtz+3q?y5T0~2xLs%_P1Aj6;2?z z&mm2V$VRdtM+2PaPQ7Kc>G!}VW;!Opv?yAps!?IB{q)n25L_>sj+ve`8~GE+TnC27 z`d9@ST#mHQId+dBTA*fSsYqNInq%VG=6#-FjIZF`_8vv3y)B6R#IEPxJZ!{HpU4^T z^QH|oRe_^s6bAW?y5%+wiV9mt$lVJJtMa7J_iL;*7k#H64d$<_nKz+$`bsUW3AlL> z-QTgalzUqb%vG)YTOJVRKi0sWSTnQ@ciJ*pJhiho_D^BT(3NH63`Gstnx4>Ld@b z1VhOmxy2X2c0*OcEgfJ3`!^Q9P09i97Hy%!9e$lCtF!Pw!mh^RCAsj+OY)#b5| zA0DUO7hq$6G4Dap0Pyo@-TitVKg%fzGX~vXjC^hcup7a+S6g%^LJ6d}tPIK|FV0a8 zt^3evw;dOU9vVFeb8btQiwxMHQ+|)S#NGNJ+-Y{aA(DSQ z2s_HG-CsTH^^nJ9dF0}pOnzwkuiw3D@N9lcmY;N`?mc@)rc!*((V?5mGTBO(>CmlI zO`_w)O0h{dT_>S8)EWZo{g0xU4|149>gb08^)FLk=Yv#KziZKU>Eo2~IR#V+1H}=2 zI(gpGt6b_}Bj(q8M0E|w7Jcy-fWR{|iC*g{_dB1LiH`gkV1c1n4)1-J>g@&Y%%;yS zis!k@?wJ?*asM%l$+~-<>rY8A3neK~^$8f*OdSd1ohf4``ZH92;@kj0$Pke1UqKB6 z=vN-Gk%@^&0s`O><9zn5lUNMmkoxem%!2x*ZV^z~?P?F4dQzpJK+30s*j!705n=eN zMsaSBv#Gh+0%+_<)9;!3eG@Ge`4B-y_;SZ34EVJL_OMw9aIy=t5Bxv3Kl&#^mInQ`L_22q|s96bE|Y-~-m3D(=dDv$fPYUJjUe|oJ$r&m8dKyqB##NTrsYYMrvi&Run zIvDjuI4sTqjtW`m*Xf~Ru^hiu94*E;Jtl@OZtS9eAmS2h{exr98 zb#%MhDb26xsyTfa7#OJbpRdWg;s``&SAx)-?Uh?qE`UZs(mhpX@T||uSD1ZBO2 z2qL#>RaftW)Buk`7j}OBaUfD^RG zxt1(TvkOlO5X^QwSmH{TmDDj8)s&t^xBBAyDTi}%u9;&xe@u^8s6+~M_zb>vyaVN^ z7HJn3elb8HX5=F2%*@S^qV5B|y%90(SA|`~;%yvmaj^z?viPAL7o8;MzeP7RG%RiC z6yL@dyAm!NfCUU2I};N^V&aX&Zy7iu<&+V(E(B_v{C#~6f!RzQ{?}p|CheyvmLV#w zp!-n=F1ZzZ9$)I$PcmofhN)~0ib!?N{o0=KnOFxH)?RGb8ay*N1EpNYm-Ns;XxVkU_vp@8K5G!4~^4+;W$J`1F&jZHwR{*!uT7lC{d z{wC?xV~pPy1wL4ww}+ewFGBp!F=ilU5(@cc!3g{`81Y$HHnytHTz~t1-il<%Nuc_B zeB&UbV!MSt{~cAi-#>{%t}B{&R{8o${rO#Y?YT`ZJ^kBHirG9EF|dMv+ZMtNL$~Wc zEU)05|H}*shmQpCF7Q266n)3GM(2cO#h?PF{-9JRaS6c>L#S}JmWNvdL8{*TG0 z5!q(NXXJ}}&S^2ckGLv-P#@JXdz{Nq*6 zh==P9%~VO>@E)i9Wo|XrlWq8`mqnGMe=noV8FAVSoA2pz+M{|_f8Kw)-vpr3xW7Ez zC-yJA7qVqJ{`xZquR3>ULV5+D6#rz_5pE=>tHx(YaQ!aV!_1)w!^f`T|L5OO*&m7~ z4^s-v*1!D?UxDZZU_Jly?z;bJ7v6vNx`%R&qCh>Pp`j5KMX^=!(At(U9 zA!6JR0I)o&NAG70qh2WHzP$wC_G>62>PfTs$O+q*>y*452x$n~W z?Vf`J&BV!vqc4*@;~-#!<~smr51t}#l;2J9^+lIZUlDfSE`W$E>sp4PjZMOf7f%E= zg-c6I<9Tf)$e0q#%gZ5O(%eXr$ktq~6tus8fBy)NgZiRDjr-0+bgULkSDly23B4ab ze(UkI3#UWjV5+6aedxPX!*W?>&9{f-AK=3!=wv-~v9huP`VH_60dpRooYedhozM1| zFZ20x;vQPSoll~m1+8{pm@FZnQb3rt(F_swTZdWo-l_1|B7orGNkR;+oDcTLx!4Pg zMd;nSEbLNHymazs-wUc+;~E`5zs@(`^t>E!*V@|Wz3e|Ei$jRunlw#MnG5h%+Vz9iA}GPxW2h5O~!eKs0uL(1YVJG7JX@yNxnnc?q7;6 zQFRv;6%;?Fpa3c|S;TPf32JKU2{#ddUK>LRS2|w^6hX+2j)_z5btH<7>UVy2Mm_se zW8>87RJ(izK_7$N{rmT!Z_;V3-VcbbKQR3yQVu!vDk>@%G-II@oR)L6^>=@}V2ySqV+#s}h@?;~9kJ2p+b`pH9s zgQ<7=kJ8wAAW-OmR@ZwIO+aZ?Nf305Xf+K`-C2R~8{kbG=sj$E#t11k08~@Wa-5g= zY;%XsyfdIeJY$8&oc~h7Y+yv-GO`VDDvA^f?SR~ty$vHHWPVKcPmv<8+MVD9LSNzb zO3F3=h_|Q=tc~uhO{+z6`tv_+*p5^Y?b#ZInTDJLOZ02) zg=@Urq)HIA0D-s_*k4XCCyMrCDG-}|t9Fb2ChEFs3RKhZRP1&uARJBJ7g(x;bv#nz zAp~UER0g7#FNAMfSjYtJk2jtj8HHl6=fTEx&&sT<7U0uTQl2PbqK8V0rMd$b>&hrZ zkqZ0LS9PIU0%Vj;8xr1>|QT#rY!zI)EG2E5} z@|sA?X}*@BCv-}2%kAVq26CJ2&3M~fY%>&9OrNDCAkLXzORc$eNlrllz6GDj;5CwF zkS+nQ_F#W!?MGkE9d1%SzA_cD1I?`%;Ciy^mv)@G(+3MSIhn#UUUI#itya>rEgss1 z!?w&bcs!!7-0W4MV?cQBOhvBol@bTRtvy}dH)!H6eeHmi@rs#t04BGgh>4WTCZcBF@v zfrSNHc}Mi4v@n*I#P#*{N3^p0^9{PmIrB7`E^*&JM@FVp3fMnTRl!^+6=+Ysq_gXV zqM_^;RK5{i>M6oNxcIHs02p-QzL=e^7zTIW6oQ>vRknssY)EF*Zr^6G(kf*j3PR;F zFCsJ3RFXuKybc9+a{A9F32%QpI@|(x^rgrmw4`Li?TQ7aJhhluEmQ}AdioYWR&leF z@7r>1IQ+n4rSSr!7GQ1)?5CAEGr|Hr0Q)kf=Hb!OuWC9MI|g&TJDubeQRz@aUF!qo zA0U};RW8-+!CF%)y$$GHIuRIjx1Cj5D$Unn*yKk-1c8s9$Vf?n$-Vzt^_2{XLdN8K+3(!?axK0%W;EKjH&ep%*3 zIojPwMJK0H+e6AV;cS7}wGDDFxGB6OK*M~vzh@!As{X4#@16m#2D*dgpEF-~xKM}%hf2H=_Sh{RVFobL)WoF7xDh*CcKxt>9txY#p1C5XW@?%q z8#@S=?M+cp>*KtVU+OiJUTVKl(VPjZs!R8GL3Tk zfC>(nFdRn;-yQX~HHBQ(bP{Hi773}iLggDmrH|=;EQNY?`ogj_3eVP~q(Y#t79Qp*PQ{ZDMLl%Ck5ohUCy(Qc@C<{|l^on&X4qq`0o7z2^;F z$W~oOm~O&EzIuxV&`oOqgf3nh6z6crMXO*>nHE6h3j9=Gt+Hrg9~^ced)-VM+Ei?| zGwy>uxRE9uqE}+2OT=Z;gmbu}rltl*cks9(S4Y9N*$%$(V|Y?K2X=Wf9C#T3kYZJo zL8Co%*e*fQV4HraFXzJSXp0F{XSdlX6AupemTum-5zy6wzKx;V!WAa7YS0VTz!wYg zbn{DYXf3RV-S~`{%DoPb< z*PGr7X9iCyfe_zwI7NnGc}VOJ<70RLAFy)fR^bq20OHAi#N(bLOF zOCtpx0*(|>Ni@99Z=QR3DjfTDOp`eQoS1l*WgRx5RUhWXaf$@N%RI1H1W@#NwP@Sv<(f#pSFe8 zK;84=kUkWckU%`e|3_KDhr!}_^>N6<@!$tn$Sg?!gYrDwu{gYC+ySeG&w3zCSPmM;Ay9o09la%uI8Q_r z)_iV5r%GB=^I4bgZu46>=779`WjCLfkr9qz0OEAskvGH%$}#NXUXu|2O)5x8NECY= zxrbHVH|Dr+zdqCBzNWwnVb02K`-GU2dm5I)Ws_^tvi`xUC(y1EZ%`nX(kh*oR{0=$ zR}hr+5P_#to)$+2r6Pr0uIi=4@!SFLycL2p)!hVM1I>b|W&We1n%zAU=lKCOaAF6~ zKlu9kD!43zKmFtt0qg)AQf^tV$(C^HNri0$!-hzU{o%eVXT7sKmw5+8wN2nP#cxn^ zLqn6E6%UdA2w^*<1Iy$?;g7+MtG#uDQ$1cm(pB#(2;2NK#3i14Ir%lcM-uf2vHcGa zbVCW#c|EzTjPD}ltKJY6or2K?+ko+H4t2rSOo@9OIpk)>E*wRCK40*>F; zRZA$>p`p=@i`N5}(DCKDu0)aen8t74l1P|XSe`hz!k+4L4I7@Dn4mr%9C#Z@f&IC< zTwfUUYF%jh{eMyAp~ef?C$J1&h|<vzBM% z+NJdhyw>G!fCWxOo$#~ikG~R5_tgFDh`10f#dt9M2?}DmXPUc6Pi3HxIJR)15Kc5g zYr8~ckfPdRM`-V{+Df0U(09`Z{1+O#t+kB}ESDa@>S4E*gPQ=um*JrYo)?XT9Ou2H zl+?{CmzDL|kI>3?bPniDj#1VC_)55#)dIYGM)6ovscQX$dJt$E|Hr12laK2P z2v+`-CPu02aq@$v7bx(6G}aYf{(q^9^}p0kJ3jXA-<`#O*mEEk38&-nadU!#F^JP~ zfFL6%H}RoVRR3S->v4b->%YH%|GomaQGk_)x-c__G1n+Wt)xk02>0Cdl}LE4mu=bvkc{;P@n z&k4bDgWe+tI02L(?eWOq|6HI1%LOC*=O*f34eURsy83ef@P<($)?hTx{@gjBS$2FjC&+vKU$oBtX5;?L=U`Rxaf0Fcui9fj57GR+!2ZeS zxcS(B`i*~-JLBL)oxb_seUJlG8d2wQa>1Gd5A=C|bA-=y09D(&`H`M1AFyMYL&0Ll{ll!*I_ zEZkpZLg{I9{uYme7sbJa8anFZaN;WmXl@?=g9D{He|#h>N+<5uv8q3% z>*Q=;ll(k-Rh{C$)sSQRdF<-7zn|9%_UX?T^jk}g7vh%x;c=>YH+1cXnvS*Pv}mbj zF!Wz#W=_g(mY7Uiu}pt`tGtR9bT07pDFL0-m|D-S&pM~uQqZV52 z?cQB>0MT8y07iG;`Jc5qof`vpzkNiOY7VeMBu!f2j#I)SO$$}z=b9FA^B5ss=H`GYBdEDy`G9T^qR%&s3wdD|(iI`QmQ)psx8P)sd zdQDzj3+ew6nST&Yt}Hy~Z=vF<@s69#)jMZ3Z0hV_I>RP+M~Z%^BWAUt^>^}KN9~?l zh9NpQXT@&C7}gBg4sm)Z#=BqV+(Ar!&3(}3{qho>Qt8sfe82R<7qG;4t z?uEbB8J_2Ty?ti#nl@erBHZ4xhH1`2YTmnqbEqYSyRE1I!`C&c07vl2X!_)aXm=3l zq(TBm$Z6c@K(_+b(xKe8JA&vswZ!4%KIv|odpE}#+jVQ=)x=y-# zg^bh2`nIJszVm#DaVEOs{KJ=yiuCP8B;q>rhx?pi z%lLgZg}F|h<0hC--hDdEI2)ED#~pJc+-{9drmrM5Auw|1lJL`a6hbdcZ7#nb%!?;0 zTa(eeal*CEZwzM#-*8u9RuZAYZ+&e(Yv+l$T!jguxN7o9gxpZ*E^kY};+N5!J6Fi` zY@_q;l4bh0yx^CVS$k{#FwF*sUV)J|HNK&`^o%UC&fPC=Gb^+sA2{k)&)1$jYgy89 z$%yIf+ZkOg(@4_}ZQ|Etc$C7~tSzZUNsBQAm@bM6jCD+o*qts+pV8AFVO>@xPioZq zQa>lYYQXtC2K%gS<$)>kOXHn=MVea1Rh)a>)JVgDsCBepN^Bihqr0W6m>Z{VMCPwB ztVt4n3yysFy_&Mn`@zG)YmFs2>Q0%S6qM>jEl(awe4aq=0W=g3)LEH-&N`Jb2p#!#V`29m2CtRVZ|{l`>@~h&89wl zsh0HS!#(O_;*P&xN;p?-HflXtt-{i=dT&l#yngP>O-F`G8^;Fdq<1#_G7D1 zcstn@WW*7n{dD#7*gmOq>?NTNVg8g$QArf08x_Ks@i*{Y?gmZ2a0{_D~w#hP3mhoOMO6){G=N@vuACtnCg9Fw%zSH8eDD9h7wEWCi$rh>mZ--6So}{ z)*AMa_18m6D0{WtZ6!{;+KO+y{ejT`YHZ6#IV{sQ4tsP93^EH=QodawhBNz(KM0q! z=d&lRv&XgojYbY=jJyIifG&c18$h>IPC2rc{ z6Mpe=M@8?7+B6P#eBQn`D;K2K^3B)_3D9_%P5e$T2UFEQrJ_XoYQ*eQhJL*!Rr8u@ zT7_Z@$7O<6W`y}n0PHIG_cF?irlG@RE3Fzcw}1tjquge^EtUGp^Oz+ zH5WCBYcHR%AQc$cAT2=phK*LRl6Nd;=V?!hi}M;=qfwkVgFR6AjIQu*xU4pvJKoyU zGs5TaE%p#h#_}Y~BT+KwAF!J%^6t>BSqo0EJ;hR_wl7#_bZF9~G1l8yj#ML4e};AX zshiE}>W57(X|LX$MS?F}B%xB6Pomn-s*cz;+llF!ZJ(N&y?xg_&`)9@`q9w_3GN+{ zN+YFtkL}3wtgFyib@vcSiIaEg^XTbw1Y!5=U0tS{Sc5q)H+F6y$8@ zmG?Xz@1k{N+`gUoMkQ-=V2LaI!k46$vpwTIij0~Q?)+RK{Ic&o{iJ<4|18h8ZBv6$ z$7-D;pAnTeHI7Ked~6rC&n12mdy1#^qe7GD-<~5+ah~xT88}705_@1+GFsji(OAHw)JiTCJZM2I3md*Oi(`;$cbh zR}G-i+wg}OC$UlO4;ULPL`jv>68pzHKPXbF&8a11^ZmelUt&?Vvh#@M>lIU??M+8a zI@=yaZY|8!6W2R*wD0Q#4R}kbBbdB{N`FMnij{Pp=tN7+SKmo`Ut@Y>aay0NI4eH8 zV?Q40*-5uf$sFeTfw9+voiB))<{p>y7se_))9HPvJq@1mL-d}U(XhBRYvIm+7Wc6W zw^|-4OZ)jT+0I}))^|T9tv&DH;fB^7USrq~FN&7##6K{#?UL_0J5-=3P~5u~dFz>g`4CTq66=Oh=UzTAy7@nXJNO4oU=PX>5t9EQX=QN9@1 z=(Vt4XfD0IYJSc7ELY1Q<2QSoEaBSeFU(=>7fuLf%$$}X_)$P1_sqj63!VI>R-HsG z6Ggb0k>nDI3L*`CMBefPq0rz;xIf;rPDGg)Ir%z9LU%6J8DVV>%_X94SCx4(!0jpxBp(h8lJqFJo+5W_f+&Ve{Yxc!~sio(v?a!5-TS?`DhLX25E6 zVZt^bJ?TF!6Zved?(3lK{ajTtLF}tSwRycBo(5dRk_{pO0WS!=lMn6XBu>7q!&A&1 zEz|H2za$mf+nTy?5XFm}-#`Sm{DroTU z>v&h$r8lG9v{!lgqv+EasU&0T1J93Ev;5~SBPXPjEw0>YckevSd46%CiISNTBjiPC z*N0EW^%v2GCldR2Xl(r^rbB{PDT)L?BgUqxms1`iNwDs%rk3EjAsAorp;4ss%+mU9 z^K0f<_aRTGo@Qow)_cnu6Knt7L#a^@!^dmrgPkeY2q?$*ANKg4!d`wJ@wJ)J`)c)U z@9Luud(2<*);k+7)={#&wEi@(I;2&waRptWQtERlm!6;J7BR0czv^0@OzI2AoT_bi zoB^K@ZT#HF__i_4D;S}clucj5lpf6Cm?I_YSQK+DUU&sskrqjvD!rb5 ztATjgdWory^hNErqGoBUE1mMOS5_1TAFiV9ie0^XmytMAM{;Ig?lJo#wBXw|=SM8= zcVwm_I!TvWe9Kfn2cHYHJR2Y(AeKlhhMaQD%+=py%xR>Hf3SR&|J35F^Qp#&E>D>< z5n<<&c?rgWw;iMoH~C)F$qHBw7wE5gwZ5Ib|0y8qvxZ%w{i@8^{&%GE&}+ITleUQT zdO_+6?;)c!w9=Z_&g@KXMrtqnwCL!uhxA=tc%E}!ZfV7q3rt>CX6N|GL|3WEo?9m% z$IQQE>Px_O&42D$m!Ejj<5M9g^#V<)*fGan(qz9Q)R3Rh~#&`f(E3|HIl@2UN9ef1K`aknV;9hwctZ0Ribagmi<1 zq@=WfNFyaJN=SE0h?I0A(nv`CHtPMo>(zVTd-vVH@F07i?_RTJ&CFh(HS>^RSpn^N znmq>UT8=kW@yyQZl1BS9rp`21W=KK{a2v*u#ydh&>Kf>9&6wZGw>Am&{ zx3x|dy4iaHx*56bRtljW)iVRq;MgOk`?(!(jJ0skP3WyV?qf=o@vI$D9q%gj-YuNMFqu~O$1KN>{CBSf-fxF#tWeIP07GAAi z*KO1Q+R;cDF`c?Iomj?rV#R(?k z*Vk@*ky;oHG02#%D^D=3Tq=k)8N%iAVB08}1?KXZVXne!>AK?C>gFrb=Izh!g`D=A zZM9{q31*-i=MHQbyj~@buMzO+CF|+)H5`vQTO!%J=YFjt*4=-6E6yhK?#O9Fgw)EH zjAK#^6i6VvNYs9`PZqGnyHh{2wm)Oh1b)X>$j&Cj;Q>HdcAqtW(1)v!da$B4f&%4+ zE~HsoB33F$3g2nXjQ6f4>;WBF1XBqkhpPStHDB%s>2b*(nJgaJovBCynXI*eDP3zh zdoZb`oR=Z#Ip`GK2Ej*eqFdH@z&KI0gsLS)s*z!0pwL0WUl43C03SiB@v&QS+U!kv zHuqhyED371&=47AWPX2TbVj#Ct5a0biW3(9sAostTR#;%lNaRAvhoUOmf>y@>>f{1 z$rbV6&L~QrfTqRZo!G1)uiVZkzljG{^rr=Wo3_aZ;SO(AbK-9q<3NHIrE`EKF0|ou zky{KLQl3#7PY~Qkb9r9$^7J5Q1-xH=A0OKVeUd$}RkoXS-7NJ=%K}}jZpx%dFD_mf zDLQTSs^_-KCltxgx%CJuau0W7u`%1kJ+om3X^P_O9>I$z6{pR-D?~^2vP*_%@S&J? z5HN{3ZPIU5jPfOJ+pn1DZ9yT*aBz|ek9nKS4NIMXb5c3e%SX%23A0KGIi=}* zo?M-eb=5(AyO^%ZoQso3DF-3CB3|zUmw}>TF-)oP+Zgj?n^!STQ9c@Rx#(RCQ_aPx z_t2_}nzSDVyy}VSzJ=dkqH|QY(e97gUAcYK2aOY;z=Sv=_#`r~@)Cl$!%)I6x^bpQ z(xE|OVkozlBTQ|BxEZdqMXKkiMUN);0)x$dxe7NK_Y4P_f#g-2qbMcuyU;E#Q3D6( z+VP7Pu2rauh-U_crY(3H&pF*dVxgmLF5X?1n8axxxG!$oV#EvNKjTRh4Y&5l+*wFXFyC^Wj6L0w~56!+hx_EHGjvDku zU2J;AfO%y8ixum2e`E2p-eieP56vCRRr)s9FK@K@GL0^GS>Si~E$>^1Uo*C3B5?4f z7`r$7e(ra;vW0)_2`!KzqTao&1S|e{e{H2CWw!B4<_;h9Mtc;@Ay>Es!bnNsnouYV zPuqsWW(Dd15)q^k9qymX}YYXvpRGbA42Yc`UB$9tz5frNe$ZKugSaUaSD zEwob=MiB%}?VIP;y3zY$Y{3Pj_I7Ilk45n5RS=-sduNlv2b7eAuNU9FSM5euAf2guorgl^R%W(&0kI|~NvL67GuGl2;27r+#Egcnd3<7Qq99jV0SJ}T3%e^#39h?abI z=Mlxg3BOEl=yCC@oS255$=b_E_>}m;V{=?(f^>@p<9V8?*wn=mjU?<)@+j!7a?tacZ z)S*~mEF98`%5In}+!uP`&)4v#wXS3G7H2l^dV!DK8*`UZ))eRVSDI6N18ItMPw$ts z2iFSo3#Gn68x1IWt;%SXKV^{O?c30j&S0>;{3VP$&XKDWvJZ+2L(Fmo(unv}o{LnyQK?MQ!w( zew#S>)m+EAyLBsXW_CAnvxBxhW7u`o^T$2i=g{TE_f3?FN>3S_UY&a}Flx@mVCf9F-gr;f4T)Bjm1RIb+GJg zKW=U?4bvT~#*I(FOh-%vj@-4t`p67UX+s30Ml9Qg>wDA>=OYx+9yG~JSQ!1NHutH| z?9Mdumqqjs8fxO*J_)w0Lfe=fSb*EZlZ z31LF2PUmN(#S5~&R|U_S>?Sq|u0Cz)ITMq1NDlY~t;GBL)Z{l>>5s=5e$6xec$^{c zO>XdiIL;9CEq?|A@?tj$G7yl!{`T|Rv4kM*@Ba^E7Qg-;{4J{n0usvKK7T*n5THuF zeg2jf1ai;cKYza;`1}2Uy!5xf`+h&3@Au>Tem#)l|N8$t-|x%w+wZ^Mm*@L^dA{G5 z=lgvDB;eb1-|x%&{l2{4?)T&IiZ_4zTN3zx`3kz#AYlyv>mzuMKrL&2howdCsfL8oWg4{gcKcoF7W6TNUoB05c z;Rdkb;syhp67VeC{}!+@H?eeZakaL0kT-EQ_b_pWXgFB7e*000{lB374-C_n~L=3br7PXKPDq zdlOr22WJ}%C7C}q|JS(u&nW%PPr11T01l7m|NWF3pk4u@^slsScp$^RSEyW9-55IYlldo^1V zR|osAR{yOf6zqNy{m)I(Ztz?#V3L31H(bCHfd_a9E?^Q21|EVN{OdvZyT6zN*0$FK z!mzD_rI(tCnGJAWxHQBO0?@m_JQHx0pN#!=GX8hF=Z^t{2OtV>aNXZz10HiTLjRR) zR})iP2moIG(VAbE2LFsI?ymy^7bUmAH){f?%mC2>posyQe`d`;ll66_@^@wZ=$YI% zK??{1Us+Co8s`S)GdJTEHxLy5OxE{CR`XJ`2Bw4HKN{`p`sp81$HmLe#}63ohBUoV zcQZNx^MU_Bow9_cl7ytJwJikVX=Y_&ZwW-GUueBq!{a*&wKQuiLFn$3ulHY90E5ObJboc*2ucDi+ zH4sfLtz7`gkYDTkJ(v2wja%G&fD-`N_5Tay2jUX2c>E89nwdD8I@m*i$)B38nv$A> zqnoV>Q0MUDN|)=WdEnO-{@?YAAA=D$FHi>sOcJuaNb$ms-tA}e4L590YQ9&kRO_fUcWd;XdDUpd{^H&}mH(jS7&_i+XQ<-gjK z8))(yG#;oM_)|&$Z%-g9x;p%}n)@1jetcE+)3^;RSpF5(Zz>PIzTy1$MInIi{l#^F z7XZB$sJ#5SP6C*T{^f<-z}$%kSZx1PU;$J<{N;tf+6!3q@c!b$-~0Mcj|ey_@Jj8M z-^h3Kdh)kM{l$fVt^VY~n@;;@7lMFQ8b2^ngKkQGfVI&dAM~gCmEX6>Z)GTaz><#V zSLOw#Z-4&Pzg^7(%&@?~B;k)=4FbCFUtA3g+aSPSxOstPB{$D6uKxW<_D6eh-xv!7 zL@JfBx>j^2FbigZ}jDzjCYpzZxi3{AKCS*BA7^HQ2u@Xn-mqpd{wzl{JSf zFu@i0_PQGQ_wQ?9eqS5&Cp9oY6(``)-|q8c#m&EJbpEuM<@ayJxqhg{`mKnCkCW>^ zEn>;jS4jTATRnHKZB-;_2ZBS6?f5XYKdkbJmSffRtwI5zW;h*4M*RWl(sRGddR+O~ zJ6g|=@=-dZv1;2r5E=Dt2^W_xBh{{&uP&B~J#?!pB8N^;a|x|Y16gkqX7WWo~xqpG|$R~OUrCnqJ$-r6naS_lRCXb8J-X_;p|<*QamWt zUdkM%^a?3R?H1o~@YpMqAiUJOh99z7jOS8Pb2;U6EM;Hx_V^iq56e%HIyv~5_18Xk z`A$4yP^%1?T71~k?g5#_SMKD9hPA0GFf1ueZ{Taaud7a&b>Dy&qhCgu2H44j@>*OHSoV&RyerISTB&-XZXO$IUY5C@xpJw z1K(E3+&J{~x;V57-QS<*H(tQqC|tw8My_3d_R#oaiQzB$@Yq0f7UPZJ^7cqd}HDC1c48AF@f#MX$NRB*b9S?%L{S zPk8UYk!o3SN-=1CAl&_?1@`RDLb$C^395{&G0UiiNJ9ye(5Cu&S@$lVdaW=x`jaaO z(XtcCOG@9WA!ia#1EYRt&Td&E9lY|NKk`*IL#s#0v!eK)UTA?cF<7JuuH`N$6_tFb`99 zLAIM8F|Qe_bXZD|$dx@+MKHS4+OVD0$JKehmj`Wr`bB4F}Qb_aG3G3C+nxp1~j&u1?gX4lvi4d(*mAyV`X@Nj8yt+HL^^26l zn@GyM3xiQBuC(S~MoXwil-Ai0Ni#h*VM+~=$bZR_hY%C$L3-T%LZ^4sho$V zlq}KG&j+uOEdAPYJFY=jk&U>Webp>4KAIO%?%3vBnHE`RiDTcUcyi#Ag&|Ik(Kqe? zM!8FCr$`hYC!8Zc!ww#CZR~BWr_TepaQTplrdPXLr9JN@Qwxk~A44I0EOuiTugdw9 zp;o&|9Ky1Whe-V5A?mefmnsCYzpmTbtfohY?cvIMLM;(%BoR~n^kJ%~V(~aUE?H@= zMA0N3$4ARts&bzW#jH)AusU1^zndrIINQv2Ag?=e>SP;>g>mDPrW>#tzDnXB-0D%) z(w!kx=3A$ecv%_3^Ew?5xhTNg=ff+R6C{Rl-nn%%%r5=O*Dp|Z8cOZe+~&8*7b*ML zv~grR{9t8|=9C8v!;ZE$XaighAFv$3cn342$~4icTkdH-AW&=NM=UfRn{s%{76xBf z*O!VljGtGKh5C_*M#|)>)P7(&`B^Z?I}uql#-}b?wJ{fu%=395PDo-WT0Aj+#~O+J zaXbSw>f>kHETmX^c21C71g!&sHMB64j(DLXoC}{9&8YFDwJr|TAbgY%Y2yPL&B=`MS)iwtP;m$BA^s~5f~e7Ty}-6?EGC^H<(1Q zPXih_4UF4Gws{-CxMpVJ*vJb|qF5Uxc~#J-Joi`2Ej6fG$T_VzFF9|uyfL^X(Jwu< z%AjKx5O{x<^v(MM7^G9WnpcQ9<`YisAyNAgpZrk9RY+otuuapkGl*3ieKI&}5>9r84 zi`DT(aN_Ji1%=B(RQ~E0a`b{Tq2?`xKp5iZ6;d)RLiX^^P%)wHx{Y?b2WG7XV!1{+ zGw(DICOy2Na_wt&3mye}xIcYZ;o|Z%|M?&UgrWfxzru%~H`db4pERP2B};Cw6k6(P zE4&z~T7q18#I&1wfXR-_+YK{?rsJvo8EQwpw=VVZvpv4JM-VN01De9+_dXOgeEw4D z=rgYH8FlKmp3A)SMQ=3yawpp>n{$__IwQN$DL0JxkW+Z=GPNP7Xz1Ott_TMG1RKrE zFAE>CZyWn)2^zp6-Sw(Rn2xL=N>oOt7YM?TZ91_n3c%0knqVa@pmBz~{ovtb6fSV; zR;f|~UrXo*fm%hxbN{?rF5?sFk0_nms3=jIIOcN&DEH;tkvzAqpuUuBuACVdC7Ajf zKp6AH$LN{shOOW4v)Y~-D-7T<=Pam7(c!EMm_b4uwEBW}z-#TI^90-BVTd$u>7Op= z=VL{PS9SWomqY3H2c6B_sv>G~<`fWJ#e_KBcQy|ohP;m9GYMT5-!#V%T85(}S=M%y zqU6WD1xJRkCP))ZsKN`S)K6PPL%FoU93Nacav!$sh5crl_0x~mlIFy@3o_Z{&6u6B zDo+?}-ALGaZ#_|+i9LBSesX`-TVRTT|{wz!rkNjrr7-&Edd>;0^lSh2RE-Tx2S?TH<7UzGsH5s zn^0Q&oH$MLSMa}#eD*h*gfW^@`^3%aW2%PM!mYxQgw7q<=9SaR0P~#mJj_Xwnchpq zLV~45`il`bMy7f7UIlDlj*yHK6I7bcHT(pf{~H8Ed{d}3{>i5uG(Ed9jMWQ}?9Y|R zq9|}J)Y~GdPCJq29Wh?b9==UR*LQ_uD-kgLD=E%#FL_CxPn(k`j#xmEPVSZ8!k@|; zHmB>+pYBM8?^Da`ebPk~-Av&~*ECk@1qCN~aBQ*i8m?n^h*e-A5nIA2Z0VUd*JCFi z6(uDX^Q^l$s9NpO;(RKcI%=nsv?A;Ssg#x4R#Q$U(q<~g5PJF7mU0)4g;z7=@{BfY zUkFi*1rw#=G7iJY=U{UtOIqbWNheCpHhMamVljMS&Mr2vML}_x$_(I7NKOs3{oHuI zP6<}n8A#_2X&FV8!9l+uemt{yp0$)fpL!IRMpES`EpY7O>aKk@9gC{xFW-&NPW>eNmgNU5jRo9g-;KQ<0yN~0 z;07W%(TJf$csC+waG%c+Q^DH@JmvSo=V!OYyZNB@@|GB+aY@5o)V$q9fjM*7G^5M+ z!h@GpI^^f{RLeS_8=p-+*a?8T*Nh0$9<-63b~sk~^o6si@hzc(=E{+S&^4(0PR$%3 z@P`%iyT*hlcgz9|9;r>Pd(6)_t*GM^PF2LsWeBS1n(7AO6ko$eQpS*=%;+X!3Uxg( z*?Z-1MhmCohVN}_@<0-u7W2iI|v$bB5Ll7JTMb|W+MEWiy z@gv6Mr%yt)K`m6w4n0BW@TWT(x9{-=9<%i&HCP%WzxcHDZX<-s3t=2?5H_28zj>!_ zbE{oe5dY|D*fzODnw!2t55^n9w^U-aqHZOYiT5R?F87 zeUrUMJaN4qN1>Ay`lXj<)jkM_2Bh%Qp$HWB_qns%!)sZCCn}MHVCn=(Pa2R3WZ<1Y z?m}D&yZel!T&R6S8@zz~| zU4G1XnD-7M`;={L2G!k5mC|e0bgouaRg&oE(e+noqpEaKXhb!7>T&~nCORx8ct)!{yU&Ow6L4UIYuI}h#{1ZSYs{-q{brPlp&(jfwu&7FZ9hBjJjc|3^rpY-G)`MTo8|R z%L+Dv#;&FPsa^I1YE;%JdvoLf|FLjtF|<}qT;1^)Jjz#Dr~7nl6S)p=7M5zsPHE>< zN%w|c`h5zysKPVu?3C4RCVMFmAS+Q6!vT%Fz}QJN_gSbY+JozxKwH||fD98=cbWb9c^gDfSJz^N(Rdqh=gEz)ts zg`okPmmM6`!oQ$AZa04h z3OU)(U&bAzvo4Ccq}oK{qX}OJ`es)P9Va;-?vrK3bu*7K~7> z%8ARn%EKpY!jaai6EAMb`VpD?<7cgp$ldV|{d*Ma8LfyqOkB5xoAEoA_gxS$%kjlh z?Tmc#PeBCE0*Ozci_A23PvzuDsHH{R;(W>f8Sa^Ebb(yu-VP={olxi_YJcb$ z(|vfiG;J!}v2~o+sa~|geM{Vr@U$|?MaD-%O#@~WvD3gvbvus2?)rlzfq67m2*IKp z5M%XzJR*o_>)h)@sk#}_eRbaiSZzfCl-x`uW7Y@0++ag`YJz^u^;i3Y0~`2{4NOI z{EX(wyys^zb&=$G%&HMZFj9%5Jhq6}6XYCQq|O7lOzW4KMFSkysaJltABx@CQl0Cc ze>bmJewCnoo%GQt_uYwkV$R)?Rs)~&v(D?rmRS2*wMc#?s27DYIDx{EgG=_;OY_&r zgtx4MgD_rp5`L^Tl6F!eYnORl>$~5~F!9g|*Ay-Eem&=1^l(wj9&oGpdQFCwa-Ftu zzAFE1>*8bzR49EHX0HPlG$;wqdP@qEjEk_tNY%lVlC_sf=tA6AZvBuByic#Qv{c|5 zwJ0Z@C50@A1KHq1Df&Y4WA7}^%zQRU`=aGBd6;PIlsc72#C#D=BxlLwteJ(ULXz>+ z^`-IAqNdi_i-F?Sdr>3xD_*QEO}uC{Lpl>J7R8m}qy$8AO5E48 z6{<&CY4-ArQZZh%_7vd+O5b_b_F9kna+EbtJQb&^d|M%fb|k zM?w7MC+jbf#+OqMTV>2)I*0_rTf@XNls+%4@+*Y)y?j~`6tVG2o4JAkSDWsFgQQZ} z<}LDq=EYq_ytp6}u`?ZZ$o18#dpy5e6>(P$h*C(X-#B3KF7mR==`NjW%R8hst)*r0 z(x_m15Bn_hJdBzTNAD`1;)V{D6=7-SoID*5R18&g=+?7GCau~%z1kIaPxC#A3cbq^ zAD8|{xUEBu=(Lv2SrRkkb}eWR5}rvWsm&(N6xJ?RX)`A6%$L0w%0wA#$TK&x!uwV~ ztY_OGQZF;qapLhabLP=?;_4{Vu2&KvgnLUah8a|?UG+Mt2=v5D;TKvYn)g&rtkqH% z5_0o8vPZ$lql}Fx%5C6`-JmsRF3b--sdzT{D+%fRr*iHAE@7`4-xgOy;MQNj^9gl& zqn`&T)XCVp+^d^_@m;xBAhIj1yz+MNb~YM%;v%A5SA+H#3Mu?3ecXUwNrEQ>q-M>H z4f@>*M_XXiUTZ4@l<~(9{?-cK48_+-c($%(6OJ~D95I87NMME>X1H5R5snl=<|%tL zg6!m8vVuyc;ZiQUf)yTU_f$()UAnk1B#I43pWDTrA!vFp=x4w6Xl!H3+h651;cm{X z6{@A|;9;}r>3w^LLeC74U-@{#M+kZM8|-+SJ;0H<|n0kg`<27 zoqL~Gw~1rgXTG%me!HKaSOUq1r*E!34lA6&8<$ixsvIV}^w!b+- z9ZHnBL>Zm-<^2HjMT?5_D?9FWZtghv$JJuTWb)tjGyDWK%zUi=8 z>lprE)K_J0h`ws*xcs0sd)pg};UPv)Q|xU`^)DP_4Y=j{7y7i9wv3pFC!gEzD{1sy zur??V2!ApqGJK(bid%a740g3An!AKKuh%P#@uXc))vv1kf`NS5QkfB*Lt%UVb~AC( z^8AtdX*)s_c?x}Z`KzQ2Y~+5^$2rn3mX5}W)Fu?` z6hm}gqx)L)w0j*iY;8b|)skM_U;ma^dZw0Q;4QdOIDp7^1V?Cg<)S&@-L3eyxh;&C zuQ4|yMAkocQJDASO~{fKslk1yL{u8whL2e@5|5pa&Z0?~za(MXL84{K&p^;mdlj}; zXuuJ%Ya0HFED6favHN^+9i^<+;X^;Gk2)@cDEUWr3Z=ubFCONr&I)wyuB-t9+n?Gx z5VGGWvMxWPPjDIBmPZIe$)Ian$Z-EgHG_4^i-DA~Ccx924 zDrnF|7@il%Sf^sV@2RpTpIkmpdJGF?pHZFnb_MHkZALBWx+MFAk4@E+iA3)!j=JfM zA=C20wdayfp>6%XSnH#Uo0A)AgHYOL>9s~~P}b>&Pw+|hG;LK{glihZNbMRrP^>&d zo2jabBV;r7xvied=aklqJVQ`~BnXdp=RDD)LwZpe%$2*lC3*3_)hN2FSNtf8XX6Xl&DALA~=afdugy?Z6XMUoFkMlZzquDZZ!;P#jOk4ec+a_(uQ8?2JNYtou^4oP{>Ix-XU-fGooG}}^jtmrWL#gu4H z5c%rh+~pB^-pqjCe%G?5&k_HVhoaGAhfj5CW>Pg#Kq_d@aQk*yJ}S)DWEx$F<(n9q z|6KmU1wf_$$`Ags{N-DQ>WA_dE+Eqg__|k=S@2H=JU7vaB+Ui#c=_U!nfalD_7zAx)t%w-+jB^?-Os|H2jt!{NE@Y zpe%K|Dj0R9BFr3I+c8}$Iq%?ZGo02}}YkQFY0U&GUXv3Kd$PV#q!{Ya?Xm`?y` z9x#AKeH8}m_6nr9Z_r(UL;5Rwnwxy3a+OVNtRafFvbGRUYXBz&I_6JhNMHN%KO`3@ z;{XG4xdD_I;FLfB|HVyP^0&H~WACo9BMTszAUGfSdU0v;U0TZ;|ou zTK7jU1)?rH2#A~@KrT1nWLyBQbOUe$yY2#v$*0E2NiIoeYjdD@$5P6{{Khjm{}7kHjUs5sPK z2B6)WI0RIX@Z8{qKnMi^d=xKGK?2bFzx2#sneKlfbN?U+0M-S7YR;SDF-~BJ;^qQs zS^)BeM}UtV{GYew?58^{{injP4;8DK)e06PT$_5dTt^CyGNHx!)f zkK8=4(Zm1XVLz(k0U`;|J--%&aRUg?O{v9Ka2_bS0t&_c*Zvdy?wERrO;}yeZ<~297cSe^Yf+ZgA6jf2HdCRN=p_?BW7K z<-Y<50H1xEtNsTd;}09k|8ybXYk+uQtoR97;{yG@-~Hl3ZlE&rrV8Ybq}$g$kADjw zzqk&V6a!}Z`8uvYZm9j^BLZbr0=$5^e?}*Pko*_6;Rg6!USNuSQ|T)3i|6G2eQ*Aw z+~3GLFfcg*ioJe%)^BtF-yZf)$hzMVbU)H@zvt!vzX2ZYX1)&WW-UMo*yr27|676% zVE6vzC%+MNV1Tjw54VBt6xMV3z&pNs&T?_Y#$z_p5mM9OlRK%B3RV%0t4imcMZ9N9 zJC0XGRg`~RKJNl8zp*6iUNuXI%@2hkzA%GXxM1#tlh$x0XPm*|aOHH&9IhHHTzBS- z^D%)RFy%(4J z^vjR-8f*tBA53yqXgj^SNZ!DK(ByqeHFgB2e00Ij?u(N2%X=O+EJ_--ocbNp9>^pv ze0tz;+%jRUShZzxjIl;9+`J;=ao>?pfRLQmBECO=``~48-m%Cu_P}iF2?~r@#2wa@ z*SrQ!d^iEg$=g;XQk$2eIN8a3MpphR7nCD0rCb=Dy<_{SWhVP>MhZSRya8DLE_R=RZeDKmeneCE0Vp8Lo=>2-+;`3=fPF0)a&rKiBA(2FAYLcDCq;X3u-kApgus@M6*GhM@IBzQ+im> z*2<|2d&`g@zZ}o7a;ZRy0A{Vp*vg>L#(h%p_J$PeT>#acF;l z0}X9gP4!_oxz^IXZaudWr&62XESa<#gBcqaPqIq6KNL$rOeLoqQ(}i4W*f>De%VVm z(M8tRW{!Wn>25cTKBZ`v%pEB8%g8zG`_%gc5DYSZOV3bLDOkzYrU-LSJrdIVO_~)H z^k*o@S%oiA&L3rm9atidM?h&;Q0kDxb6U- zusJ1TPgLM#yEc8a&X?~a0hr`WndB!;mRjBqcvTIc zY14`;!$O4I4}8P zxOl>#vQKel5oSpB1yY#f)A@LXK(fgm=n4T8PM1EPYPdi?k)0HRki8JmRDxDp@%NTs z&xPVKD#`H>>d&ItpKSQ5=qhO>JtwlEQjKrZBd>;sXfwZE7x@lTX{ zo=G6`8u}xpt9doH8u0$VKrJD{tXia&AL$X%XA*VMM4k5%+5OsEZ$KP`XGNlhWL2q= zx`XM?PWJhiY@uvE#um|LG&)&O^_zs2)jYx`4y)d4`XRTb)-NRp>gIOyfh4 zabwj(!+LZKN(YJr-!0-53Ym5uJ(97b*9FZ8u-MfoWwTmjSFtLiV%`;^<(W%&itOs* zQkin?g0Vq*3MV8Q0wqyu{)M(65Tqgz;i^w-@ThjG4yvbHnB}ouyrS5c+_GG61QI)I zzA~hj0e+p;9Zj&k?fG`_+!PN~EOuLGiAQ;b1scn?!NivGQyzw!F7W$RUbXl~y&3}(Wxb48 zt@cSQM?5CZXy!?Q%(``-)b>Z?&|iOi9hux25G zBYWrUR0p$srTW#H5Z=G3yo>f8ciAo78902eZpRLal{o1=Xk&51OZav@W+CH);Djq1 zJb1^+X9Mve(HD&G%W_BCREUvf7BSIw99OjxX5EbGQkjdTc<0l4^!-86RCfuUw#=Br zN%3y8vF^UziT?oXZon$P%Hn5$y^FY=sJP)~_aWbF!|s*n9jnY&jL}Q2N)oZQa{Fbw z<&iXKyR+>WUjEJ+zSr0SI=gH~|gI6NS ztX?kgyPbgev-v7v$Amf3O)ke zf-vKpMvQ(TZufQLkgoXH;A~Bj#oAW#@!HaX0OA>fSyBbmWF~v&Av3$PAz{3)Zh5QP zr`pArBmv1M-Xml9(3u_$>l2w7RiiE`mA!pe(w4?DM~GjFm^13rCWiFhZqe%zRvq`O z^1p0-i>Z_m5ggap&ZszUmns*A+P;D9WS=N4yi#>~a(6vpsPI#WM@Xt*c!R=OUfHxy zlG77qg$g`ZMji;P{Kti9X#Z5VYS;jtoOQt$gMB7 zZH@8H996a{mum^Fl`M(yv2MoDqFQzABg2{jJ2bAj>gcyyC>>|=0f)MSjMLfj2g`@l z4v{i4a#32+k|El+g!xEcrt@Gk??cAQHxj*rR-Quay0LL(g5y7&mJ<(`ugRs@8kQSo zO~+>m`=7imSE)O8*TC1oA)l;@gI4i{y;GqPhv(OvGs!TGYivQcA^L2i&5BfE7xn^W zcW~$9C3r)qX_Ag7O&N|xpF5S}6iYHxUyyqjSAC`7AsI1qUWjUpIU*Icy2Q#QNpP#3 zJu4gvY}qLjXB}NjA2PK@Y{1yCfuj%xTxsI~@zB`30f=fU{j+Pc_DYe%k+agR#t-;} zued+!% zaM_XN$~AkpD$Jp+>vn(XxdoeCW$ojUT9O1FX^{^ltXsFrq-(uV)I=Onpk{^OX~zvF zorH>g7o{yli@W&<@AePfcw}!Ruy0jLGK6b6>gtb@{dyM1Q`yym9 z7HjOFGSMHABjlvDR;rn>OM#Y=Ny_u~C>~P9C%8_#NIa+kqb`~_roz0Q$MMAE3F5}} zsh9)d8|tq^VI9e`v^~j?pzh1p29FzQU=z}GnwFE{_iVK?J+eZS`PddvU8z_p|EQUj zK)<%Wt42sK{dliG6${1ksMwq|Qe21(iF(wRtjDV= zW$EPdgWZ<2vFd2}9@?l~I#HeAe!ZgEXVw5Lass606#pXpZXMAf6js`S5~Qb-6)(K5 zHe3){RIrZO^>q7rprOgh`>W|mXYAHaqF(W~uCqkBCD$n1(fArm;jF6=HSc14q_rykqW7k-pvsv!PGw zT9r%gr0G1+K0}LRuZl3hg@Qb>3zFfLxm#V&`t%DIHpXq!^%~T~97!)lBv|S?R8@XS zTI`CC%I(D$1XJ&726|5ssyLvordCCUX95(j1b2(T)N`nGdXgC!=8_@YUoOAkUsyw? zr*)xuZ|~b+_2`PhxrC;3n>xF#W(7@n+~4~cv&YJhQH=I~R^q{35xP!1%t2w*a3)v{ZMtgcqVq)bGYm=~%5f&D~c& zNa5CwcwYUA_k7m4%3+s+v0MBkb&nB8xKEVOvE-h>(xJ=2?krO1Ytxi_v-}_U$6yBI z%9x^FhncdEjnV}6TOc*KY^?a3zYBNXl+^1czU?_KI`mSRY8U};^fq_LNOJ(y)8?+` zA&r7flZe`^D7z(t3zwILdKKM0&k-QUU10rHbWT^3ENuiqrdH{h0SkETDS272=!wwK zhaBdNWu6^<33XXS>%3|%${BEJKRS+i|9cL%b`cI1m&`Rk9|dBv`00>v!N8V0-Sie^ zhsgWJ`fuEj!CbTPr;|%WbD^&Gg_oQk2REhK71DH-ZQo#;_TxM0bre#I0q3hi+)Q7U zsKh-A4rr`lA`8}A7#owyZ&b6A@(vdzAnvd$ zp|S1jv?#nsk0o(kpb{3lEvnwI@sFk^cinq$tVM2JYzXm?*}1;kWc;dJF=3#d&E*km zWarBv2ZRMa!Mi=vhE8od^g6b4q#|6*mnyRN_l*NS%Iq6?^B3#uPHAiFGD6SP4yG)R>bizBO!@=|f!D5d|pE_3vsCdEcqY+TUZV*56 z&kj&Qj`c*5p9t)^-7zX*LCg@4*%kfr3+l*7u!tnKvnv>`4WAl`*tsiq{$sV<8(Kqu z8<7rbg_rHr{uw%OB<{ZAp)yL&E-cc=m#*icnZoh0St*!vql1>j21E+WRP>2C4C$t; zM#~2M_q(te1GS_A%Q|a)aB}&=*|>+rjjyW{*`YXzTcCE6l$#hb$L&w$LW{JI7qv=O zs~#{cV{do+N;CQr)7NKb>SpdkNnb{$Hnrp5noePa=Gsoue>21R$W7&B8tUaUbO{~1 z=`bg@2^{mbDCH~5kyUO!mZc`4y35*!{SO+=DvQPlJ^8#iCpiV-SY9L%&wuPHykl7U za%~5`216ISq_N!T%RK1b1~**8P*3n@Va+@jcHK&85@W z&7Ltsw-CdMGcvK!YWvvVfkq0JCdWbYchaMj&Z*IH+pq~`8#%dp_UXMyz@B`DnY?~S zU%l0-BJ$pPe#s^Qa@eDj{Le3R_Ctw3KY~u1^$&bPscE?O8OLi#rOkX_Y!US-^KQ~-QjSr7VmXqetf{L~zFVF-nlN&9 zS;l5vM5k}-rJQo`68%UrZHe2ggb)q;8Lwg}%BOe@0G|6*spVNtli9PS4%7suxJvZ; zt`_1QyRcSG_?OgDc&GOFKgOZNl~a>FML<4k=r*_BDB!xL0_llmf~@TfLLzED1oop&09YdBka6qV;;u(sX)X>ks&dL-yW(<#Ab_YS0f!lk&BYFE|)dBAlVA&Q=F#crdKmgmod37yAshx)kxBK zirCMx5cV0tZu?m}q0Z$+{&i+k07};{A#epQOQ{@30_E@ za+oauSpkO`H-UC9DO|2}yo=lFicq3ga3jkw ztRCd#XcK>d+i!$vVnBpjZxzo~ax|CIh)Oo#S-l~;@Y$FR%g|9oLi@Rk0y5#A-xiJo z?BRGvR^#W&JLfOAU+Qu4CU=EP>$@df<4)y6TI$iP_qV7(M6`Z_oU_mR`)`wT6)`7J zOP7N_&r-4&SV7%t;g2!)hZ378^sY433sw810w(WJT`&x7e;bWlB=VGqF(o1{z>Z-Q zic@-xc)kU0!ub1dlw(u#c+ETyd>nl-~C!@H3=eTNpAduFQ+-r50|vOL8WpYyM;BHnzq;o4!4 zJ$ZeCbB!X-vMXHt((5=dKxzZlhGJ)<%Hi=0&638B*y}9LoLkxI4Vg6J4t~6CLntNXi5Zi;BDt(Emb&b_krF$5dcbxi~Zm?Y{6(gp4w%+smNE8+`zS zM|nmCzJDhgji8bO&7w0j9|}dXKjF*6P6w#ku>WK4yW_e3zQ>V0LP=CYWF~uWLdc9{ zXN8FDy=7%2QnpA`W@Ke=vRBH;CbIYb-RBFvRjT*<^L~H-`#pHQp3m3wdB?fuo_p@O z_ndo<2H~j}vzK?NhtzdW=z3bFh%d4_MJ!bUs`_Lb_-l__B@+p@__^&JJ||}?e3@c z^3AVvjh5XZROZ{*TVm)7{Byf>v}@h%LF`q|-b$+4 z=a#!Ca8N^KoxKNS%FBqQRxMf9gyLjg-V-gcperYjUzsYzofiFfq%2JJ}a7gII_T>00o2Y=FjTjJJq-q&K;hO3Mv zJpLn6(+!c`z~G3hr&$Wwh?*EJG;}+w`-iT)3_eFxgjn(BMTbMvga+%=t1r@-?{NaH`Nn*&hVi{(!a0bJwd&nU@o!D&83;A1R-tjN=u&A z5-z*f`LDdvZqW-L)?;XgFZrv06ftH*Pp8>9*NW+g&_W!Ai5Z%G3umhr!$0s= zc}u@sd((7@+{F*6*|4k61LcG6>h|i*TX?iqDKoaznm1R`Yn!%{N}fnDYThHEDy3&0 z8>3(HmpT9Dq(3oTKBM#3!4bM?J(91QPfOYp44Q0rvlOBTN`$0Kn~sH(Zj)#13gvgM zFN_iI!e2(Y^7IIsGGO`imqKPw-}r+|WhR);=6jnm;PVFPfBt8iG7xkfraxkW`7r@D zU$Ee~&~@J?Y(FL{6U-Y2^nA}I47lUn&$n-5wjaQh3FxR{wqzXpHfQ_cOPOF{VL^VF z77e=Y>8+UdT{ttrT-HL*_siXP;S5|i?v=Oi!kG!?a1*2h%3WAJFt?G=@BQ*%-VecV z5M*}m{XV?=uAG50p1tS$uAG_nT{tuCyKrU#4oP77_FXwMfk3%?zxT`Ecje5q@5-5J z-<2~H>wdZWuAG5iqP=|k{w^S$AgmmihYbMVzB3c1Julhd_nr+O6U;3P^nM=?z$XtZ zAIt{}cn++#_I~e`ci1*>uP+aDjQ><)4VC+s@eLHV9GC^}dBkHT0h(A=VA}#Y#AD(( z+VLxJmk2pYr2)ooKU#`>=OgFe!3B)$KxlOsT)=M(Fo^^fBB1#H6|lpa>wgE>KEi<7 z8Cd-Q8yjGL0J97OMoUNg$^3>dM$Vt`by(B<@4x~+`G8YKm1dO`-vI^pL@*f7giz*aChYVb}ux;MsvmGUV~^e*p|4 z-6Ik9E8|MYly2X+5}*b!PcWbCdn5*)zS+Rs48Yj;NW5>a2{YHE7v$lghnh|=2xIc} z*Xb4I#i0+Cfu-d=3od$kT~ou$rsn$ejKF9U#8aRL-k+Hv`)=sMK@FTbfq&r46#|zD zCL8>ZfCCh=fw>drK^dS9ILN-t31%j!9ebXX{}17Y$udX6{WpwTzvnYx9tS2$z-k=w z1P$5&L_3&C*kA4V*|qvT;1c)pj|Refg4KTn6mXr-0nF6C0mZ=%xE}=E0dju<)Q|2k z_oTf42B?D$2d+mUL_wY>feZ$L_$$xZFg*R}26a#1{BJ-4LMY7XBoJ2j+<60YN8suh z2%&!f>gUe;?`AF_$$k$MaKrw$fchCz|J|&`$Oaif12PA8s!;DS03EZNOp$KyEw#DL(&Ikcc0E0xrqF0}2>Rvw=qc5vZTo#;@Z+{EbcqR_$!S z+MN;1K+IrO#k9}77{8I)|K7>KexHNh#>VEd1r+wi(h!8dxoo0mNiQfRb(tBgi5M9f zf9Ugn6&KAh6%OUruzZ*hKKZ?n)CG&s70U@(^utMFRynwkaV9Eb@lK2lJ zKENE$13tqJ)`LvIJQmn`125oU-3l!)SdLzR9X(C_tDq0xcN_~NI1dDv9(0}!0*VDt zD0B|vcj1;`K>a)}emPD2d0c>yGhki-fs%mFPbhHGfsH48${ z!7&YB+|KgDD1dFk97%D1h8u*-0M4ZuN!XyXY7q9I*b~so2gDfozlIwY|LaJ&|FNLQ z3}gj%aO47TH9&iAD0G+V; zx5xx14j5SJ@0eOxK&SLrew_Va8*cv*F4@4m4f+N;atVCar6My=3{Dwc{lLegm&Zm>wPb4|s*``yNTAe{RA7s{%WduqHq*p4q|K45&%}c65Q*aeuc7 zur2E&oA8gh77K{<#R*n|2Q7k*wXlGFu)kXLcUOY2{qz3@r~_8Y0%N6M+hm`Wf}Z`S z^!i`!V?sO7P;?=PvjWKj#F~Nv60ks=^>>oTPisM#X5l}=)c)Mb0%Mc_Q-Iw=8%->K z;*>whj4(CFe*+W?2qgfiFCdTj5T;nzq2s8~DY!pi>SuQI%bD<>6Z*c4#sWnyf-tnt z16jUFM}M2p|GVu=2t$xU3>=}{2MTl_w22SV`O&9Oj}~VC!vGNn!Ym|797Ys$YVNl{ z{Y2-#4iWKZPJ1BCGK1~{i=S_k#a^rw2sQskm<8LGpddB|aDE?lW&Uwh2UF%9IU4>9 z`oSat1ebjT0!9Ir@=#Ou5cq!zI!ym~BlZfpG; zP_V_;Uy}nAh43E&^-JyB-{@qZmw}=XgEO&voeV;Ev4Ys2K&}4oJDGu*gI<>f?5eQQ zfxr=TAgn4Q10C}ZatutL{NMER!H@@jV!j*lP~(1!(w~R?FW0aCnD`EWg7)+d^C8I1 z!f%24nfU&@ZBAyOHDLihA0Tx!1QauHO~MHTKq$cSZ-M$5Q~%-A2AnE@KuxfymoQ8L zp@0L>A_(X6d!T;C)PFd&K_}tCnvL;bfIvs#f#nNu^znP3e!|puL23RS?_dEZzP|$s zVD4`L^%JIG)*1iN=mQ!$;Ft#-_THm&C@>Rns>29P7yn4E{4NsCzeE(!K11dN2QY#C zKM)1;&oKQYR)WLof2l5^v-B|Ir$0L>fLR9};P9OUjO(a;%wX&D=WL8%EAlt(17ao+F(AFjkM#jA_J@o>%W!l?$R6l7n1NW* zQ5l(l2VS$`}lMguVI3gPp2>thKyc~GK_|;H^{Ez*O+<*qas`|&CWc)1&e5)GJ z!4a8(((!N9%m(QFh|IvP)8EMqLZ}^?`FEr90BqJ@wD~)8i65!rTV}}V*bxYW`S|-) z7awGXJgXg*8Fc=iyNcykZ9Xht{R(Voz0G;VP+(>e$%@JOXa8JNsv_!GwQQUdG=} zO$P{LW<5IdcM6YRwHfG1j;tBxmhn$r#dI`nGXg>H&us>t9*?T|JC}IBf*SH2cm%G& z4F1G}pfIC@9vL(Ts)rrwAH`%?dJ+5PY(OIp*RN|KOC!Qw7vRO?sIu4ZMr_>aD z#A9;O>Q(NHhX{que0?r;o$sYiD506c>U|c!;msxewHZfDiex0aYlU@X?VAEJ0Uh|v zBv>*Qt>z3}^}6B@(lJOpbG~d|l^|_pG9-T&_rA4Z4fBLXukB3}9c0WI8$A|M>Ze() z@<`Xu2s6GI&3+k`7#YHV8{iQcBX53sN!~@YNAgtu4$tC3)JllRh|~+KspsO#(pbqC zu0=ooY@M}>?Oqdn#KC~?W}ZC(UKW^wq0>VFpn*Ap1+aC1M*sH*17PFwUmOeoa@3xo zIW)fINxm~QhrK%(dfzQ6{=7xP2sSrafR#J@z7h`@W&za#P}P6ioBp@^U?5;J6!jY@ z(O5ZHf84_RF0$u$p#S5o2#BdMgAH=XpCY7=WCZ4%K+Obe*>Ck{Kj|aEisdhk0`b9p zhCzQ*Sp|ePCgFfq$zZSWM{x-9p8HqEL#*gfyv~2jeh!2rRaUTJ4@|_rS#2K7s;ZD^ z2llvN-^`#JAv03w2`ga9hdzI0{U&FsGBSWPu&;xJe?5WS?Unu4LpI2~hGg&iucwES zLhKm!lMTeZ1-fC_HwV~|0c;oc4RLx_$PeKD_g)I9dUj}^{ootcg1y@JYGVfmH$ZO> ztqg(Q3#{|N>Jm6m1@}-}*@0ORJMaeyHhO^PW)RX9>_tQ0YER3pCA*6LkqwI1ppO2@TmyQ1AqdUg9Lb!g;fQim<=qp z!6<=zdhR#!aD%_QKZG(CP$s1J`SJSz`_Rr66mTB;hIQhhPCHn|sImboc+gg0KmuA1 z%&S0KLA${d$eaY288X7Y_dw(TXA8iT3$#1H?g2Cmj6;}xGZ-EWV9y7P76vx(8qzrf z1u3jvNT~=~&&&W750*xdc>*JZ37{YXPhd#r0385n`T;%;L3kilgZ%>-qP|h#UO&Pb z35o?n5@`I{A?rWTZxG}hpbw#e$^j~a%m;ww5HKtS0}WIRG*bWwh+3fj1Opm8VFQ-2 zY$TjufHRVCfE^f64%iBTJeC6b0R{lT`U$KBK{{w#3p5KtHya0(0x}B#8z!(0-~b*J z0q$UBL2tq4{~`46-Ty`7&`u}7F~|cB-T)&W2raM@VWh+YEGxlt$ZQ+n8l(d|&rCoi z3c(DWhJk1nf{O`q7)rtcq*^vWh@cDr8`PIjn^{2QWk4Lja1=a;Y`I`P1$qpD1A$VN6KF)h^ac72 zx?=r23M`7cC@BZ*C z_>22P#eJKoAz~ok74; zAb0rpyVg<4a#HIG;4M?y876O1v!6rvQr(j9|A=md#uR*)cU>h1F0#XXd z0Om_DkM0!%9jgH>ixa8@FfqWm0CNOWHY5~6^D7Alw1ExgVK50Cg72^S4$KsL1pr4&SqaITdsbtRo<<0`7sF2*tR7#2xm%HiK^_ zFq;BT)}U?B%*q0rYgvH=2WDcB7qk$@R)8fEz#|9PrG>1FfdxEFDg$|eECQZ@@*%Ma zk^ms=gM07|X0g4zFl<6%IV)tQ40{Jg77naE(+=SK-SwaxsEmUTl%5mR3!xbHffld8_T=C*UdLC4AKzmT%KsbOZf03)o8`|qH-57Izovq1O;@1X0?vA8l?ie&?-L&^F_e(=5cNSoK$-TghnsZ(8U)foeeA%f4pLXc-hr-y(nHUn zD{RO>&!FZ)AMgxH2aG|#kp=8I<6e1t%Tj1*x`*0>uK4i^H4ExKsEZDNpz;rYe$03H zH$+m0e;>Yw4Ic*J{b64sW&Wo5RE3KFr<8mE5^NHJCZhexh!Y&8hN?ZF;)8n_Meb7# z#1bHsK@i2!&`{sU&))SQ4*(RF5B!D!`~xWig*!0&0yF@wU@5*&mfvauwf&xyVQ&wz zL01^yAlpy0yhqgg;6Nz&12ONY@F? zFBISf{o*X2UzHQE$6brBv6$su-Tkmp{P^u7o7*wryjiP@UzfdxSDeV4MYuib6tLiH z<~$Hx<>B>UOiIVPO1xLakStAHyG4%Iq4j@u)IWLMr>)^O_ZuJ{PYMMBJ|$R74nJ@p_% z&TaY}1a}#g9gduux@nc0C~g8>q>SVihrnrnGtYvd8=kJ}aH6QFn11s+VrZ8M#W0bn zFH%i>`9ck6ErLNJd)&O&5l)7n8uu2eh_KvwS?<#GV0immN)xfIh_xJW)qxC4n($F{v5`OX`;Vtgvo95JPz&L*x2z-g>{dz{Mwyq3s-HpcmXssEi^f}4lKB3 zcMkL&mD29BXxl`H+vdZ!=N1JoJcM)TC6MKR%8R!uJm!JyAOKGg%H7dC&VOt-yH?+ZKQuNN+BQNx6raC0wdrxQn&xRO!C4 zie(krVYlnQl^*x#L^;Ml1^p$&fzv0D5CjBp(OfxZ%4TD&W<0c9Hr9gFr1E$X=3aNF zJDZ(dwrM`^ajI`I)1;1T*AQ=Pc-ge}dFabFd#8spX{>5#Z`rV+hl2=>l*LG(E zJ9^dCoNMxT5VrWuGH4sBHn9=J)NL@Okqc0x2nKesSUq+U)zy=U8v2$?5+Vo~q>uaE zLphhYE_eY!Ah=|UA^S`N#vL1CFE@@Ik;sxQiW0`f(gAt6yzp(f6;!;B=^kOBh^Ru&`Od2GC6}W5OLrH1;Njgbmz>$?fk*I# zM`YY(yYC6--u-!uf5Sa5K{l`2IY5(Bd zLe|Sv&Ww+I(RnBtCq#*uoEm5@DA8WiUohEfpkC>2h+D{1OuEsX zJ>|^V9Br*#t9agG2374~uNyZZ)O{Ca`u@@L`s$ zYv`emzM-MNi@)j>>vT^8``!DjaN)ETGiFi@UzQqto&0#hx`$%|77|*6Q|B|X%|p(* zTWLC^uxAJu6m4|rTc93T0k26y$6wm2~MtuaZkjXY>BdBw!49uRXOmzraZ)m zroxvv+@!_1JI8E?`fHBsb{Ga?ief#pi@E~utWb-w(~7m}D+V|B(UVn~J>&sum!*>_ zmPuZ2OOrMchGKH^U|G$^i%QDKGQ>0FDEY(o?aYtM{fEX{%PVAJIK~%v{W7I$yUUKV z1iRLu2#KUT_IbjV?3;YM$=*v^u&0phdZ><)i8J%-*Z7lS7v3l|z0nXok!@GE+#_?R zBT6Mhneg@bVzYXNuMZYZkMNRdYP{%!(|s=2P;m8?u`KX!gj z!w$_kS@)j(a^bqNf}iP^4v(?RS2od_8$4O)t=GB~7oVcje6`YtQ+F%tF4WIG*PU8( z!x#zgwcRI{=Tc>aG}zm7^Hdsa+7-nwHE!34Z|e6Fyt7DnKX}f2xtR9dDUpJa6D~^k zX3(RVZ|ak{nvIb++OF}{jtk?kl40?%GtKDad{n7qu@_=&aU%FNHCdUW02Jr8a)y3}Ag zVOZ2$%-%nTQHNENA{{=C#QqrHX3_YdFE%bXn!;e2(jIc!aDG`gQ;O0}k zN`4*0qv&Ui7l*uQ&0c`YR?6@Wg)9gk@6*(X_`?sk%G(+`1tt2V{4TX*F?aQEdl(^- z+0R*dL$8ep!_$9?bN?0Rg&v1MH1midd73L(!P3HZN1ljtzcapL5i(*y)Os;_bhDRhzC+)iVQtX$U1 zRqjt{({!+vQR3hmvP*cjonQaKe7D`>s>~#pXkVkF7GF$38Wpx2zgwG7-GzesC~ob6 zFqQhVEhtlj&N66~8mQ}rD93VBq-YJjHEPtN&*NRfpPD1~L7d^Dy?A9wEzh{lj-nyl zwAQiJ7Dx4?@WiNKr^NK>yp-zZ7(2@LurW3zqAumC(iVI&^>zoHzL#;CQ{l|(Z_Zad zyZVtJvsQd#$FZ>?G30{Gi+~D)JV8T6R%)eIr7v!A5*||&#-#OEd)}_1x79?~+dgWs zl4iw7Gk8-N`;1aX#&5)XLPyS4?sL0JMC$5$;dJ@HPg5aJ8=XouY3iuW_~Dz*SJiM~ zP=s3C@HwyMz^-C0zdC=?Q1;YrVbig8@5G$XR~oYDklkiHq_fRm4L5bVb>=p{k@kojF41uyRt{?=!Hp3KT}KC)Ulq?)vB0{0a+ z7HCf9P#fGxk75pI6yHujyZY?%H38WZngupj7VE1s&an9wCDXNxgv7D&xxIg0^z=!O z&}EF5?8C#+s!m~(MhdrjD7^-9SbtMNayuCDWa%-BB3YC0aUc;}`@mUsf^jOfk146B)Y4I(#A+kp(yusKM zq@N>Y&&|fHS`XS6KDS6TBv|Bn5^$?$gu1gUm$mJ<*ON5#1fFbtnE*rbSn1bngQp|D zaL>skUMuv?SALlpsFqj)-$in}NLbsKj>AQgl!L4KO#Gy-#Kce#SF=VU=WDM4GQ&bdkJJlWWayVCOiv-H$ z$|ycqN;OI_V0HUB5=nm&Sifmqm7Todx@b~# zAq?A#94>ldR(XY2Fsd7CKs?MY1nL)lf7UCch}X6utQASZQT1xqcki z^_2;nT6Ii=`#ESAB)er+8V#gJUd5lP3#T7b`7HN}Z#>D;#I7&2FJwq9FVAH~CGu@A ztNjhFrUHTa{z=`Mim}Y&G$;71g{fXn<@q5ADjSPkYIC`jxp`fSU3M=?tB*yT45mr_0Rz4DV;Z4*-Giz1y4Cn(YKdmn)7=Ri4Q2?ceiHE zeDp;dz5lqOtR5p2H%5b%i>nN%Ox5~k__d@?lV4X> zgD;$+Ty_(D7nYWIvhb0eMp;J=qvOoxjZ(@}@`N+ynEvmB254SHqsvl=5BJ$O_ttK$ zYYihkA}U??Ku~kc3R8c}A}B@Hbt=dq#w1PP>BOnq{r8Zv$|q}F3ImA>zU#3FzgTO-DN#x{$A~mlMFVWf7)`F2}^Us(Z`ARvte~5cf4m6 z!!Q>xDVjHJ%@S*#-=jgP-<{97{NlFr?Pl9Eq^~;73wEZ5ZJua0VLn4W8{}DaJCuk> zey3;7)=ngBTWs{1YNaAQMMQ(o@nEfCho(xqGGQmbd}BPd*i_3WgcQ`KkK|j!_dCN^Gi-_+4}Q5<`c4G#mWOg;~{jS)qDq z{M!TE+H7^W@D0SF>WTqM$p+FVy7BF^U0+d$)(>j8K6F4*k1XKlP-VWXZnpH&X2H%U z_O)^s*KQD3pGXzyrBBFrr&d|G#}@4<3*_9Yxp4a~_{2sOJ;!f7Z+@L$aC!Q@!jseq zPBBTVvpuxlw{G~l`y*SY<@XhfQIvO_G9i3BjM5|NP!Gb!Y1n6rv7hHqmmR9APa2JC z!lZiR&zjU5OvcKT{Gfsx9)IWQ@{oyg%aU0*0BDcixNa5SwfA>@uOc z7e8XB?M(DN*KZy%#CgEaF>P_Bk0+1lT0OGU#Ui$QWcNB!RO2d}cCT(DBuC_MT=7$4 zNP<&IqxWBSR}>8oD^PzxY@A{nt{}?jwlygmXH(VQbH}-y$q1QlWURo7G?s4erR=+% zCD~8o1EqQ5Ba9+9#hQ93tL*K1hVd{e?>0qZs9R%bn6eNl>N$8kAVW_*ks=E>?0LLo zs!=r}sJU1ly^$&ObCCvt^i$`|*1Li#;Swv1@I%fseY)BNBZUHUc&noFABgLg7Mx@q zZu*!$Sl^ykYwt2iv-;Xw>-9QF%t$TiycebZoEWkvg3QIDI}aJ%dR5L0^YGQgt{V$` z-cQKOi@BOQqRSmU_-X#@>YZv@M86GAwNb4Jn-#@#YRvkzq>l{)xP_vw7;e>4nNQ!{ z1!7I2(_qh=nO6?TQ{pel)goz_+E}F@t8Zf^Eyl7cNqe@iT(VnU)c1RPTx-&IcG=%P zfrM9Rm_L$IP60tHOLB<#@$h+S+R@9R>56T&P4O{--OsE`D>HbYZx%t@LO439BP zzX)%1v$*bb&;>ziG5%WOsu$D!arq*K7N0*)Jd(QMup+Oqtg9GF%^Z^DWkb(ItXFsW zO1%jqA=w108=gr;&(=ce$U1HAt$42Uj*)73169En?3CkuugI9P4^d;Ea0*x-DY!HE z?14pQDnhTTjj8M>20rANXdLPh-g7qu&o1Qm2Q4p0tZY!;y*@nfj{YLSX`MGA!LQ`+ z#%wpg5i?LERT%N*j85m$W5wK*VM)CDddc3%I-*0^EQ?%=R z$B#LfAXaC?h95oKH1?H}ieNNm<4&-J=8VzJ6HK`6Yx5Ta?4Q=YuDyqH{JF8}DczXU z#urQa#ch}MOw_l9=|>~4TqyLy)LCJb>Z=f$H7LYHQ^6Hf$NyaKwepVh4V$(<@0GPH z^G~NbgikbWr(_heY7_Q^jHE=ppw*S+T*56(X?yd58Lczv7(&JgydhC4a{ZgE4$l|M z798$hd{hvhZIEGdtFi}=E8^XDr|jpfY^NSS`jjst9~ig>Pmn2=cI=>j9?T42bGk8O zmy1n{cc+e^4R8D0mZNg|Wcip${KU(tSicmdcY5?EshjMs(~2%%R4T{YM*b43`iS11 zzo3qCN{?u9ED^1BijrutxoSzgJUaA682O0ssBm#wGEPxo)dT$;pPtnl;v2orot-JQ z8z$~|S=N}UK7>Tdx8EMTtxSoDxq`GBr@D@m9YaVqi@Hipb1%)FHrqLAn`!0d!>1g0 zC1gmXwrhyYf%QvoF53scpIOwmyMnW$K>T96{rk^@W|c4(Eh^?*@*<=g zEQ;Fdt|~KG_&A%5BCwLv-n7b!KKcCi*Q7hk2_kFjj+wY9%t$WIBilJUjEywyXK0_~P10Ga0ioGgs*lSDp;(u-)Od(BOat*20=0 z6WL*ZginAVh0MuMT<>FGSMg*Ayd%br?H3s?($| zB!zzTNKOk|vMqfiY$zBV7_D|qm!o*4vtbHdznqvZ*MI3bdCYiwzXgdJeFPY9_2%j42yoiZd2>+v6YuP+r1M7xP-jxU|KOm*xX$#zuN zdp4_u>ibu^`aRe`HVE_`t5g>o@tNlm`!G{~%DF=Aa=uW^v+HfGk4(YtCvG5}QBPxW z1Va3bsWIlvII$GZSkC(Vh0fBrT<7Si@lLYfD{>nn5n@$k7NkLjmgBTIxR=P|CwbTw zX0bXgCDZ6Fku@C8S>E*P5wPx-X&kOVyFB;lih}_Aw8klxDwhv4pPs*IAzd`FBuiDC zOxB-O$g9C=rO$EhF}83sp7`=|GIis8pRV!|Y!NGfxZmhsRdro=7)%PNF6C z`pFBN8e>}f(@kI2$L~aEfg>5zOBh`rXIDgmdv65Ols$M+i7`4*T_SPpg=T%nvINiU zRFO_+$kQ`Zwmf^upgRwy)(SNWanZ7Tgd@uv%glr4#|+VAu$+hWTeuHwHFqr4!J z$lz2@Y8*3C&OM<^W`os$Z#Mnf@BF#9)mgl@Hv=2#Y|lj*5XkAAUk+FUGmY(Cv$G|S#3t%=eTliifXHpeZ85ADKz;-Ea66;3o21V z`)aZ4Oik8=YQ6u!n`=$083lE%llOvN+w<{7p1Zz<&nWqE%dn7BN&x{CX)NFDnLT}G z=Df^%OXPu$j*> zQ~tqH<2Lq|tkZn9c=$vn6BG2I!3|09trBKF%#ZEU8_qsPXlhHuDIuvNnMORBJu&U< z5mbWo=KBu0vU2c_Gh(Z@Vb3;Qqh^9y`! ztJ6h`O^{^QzDDSRA1cLO$>V!VMSj;{u)uA+^5fafK@Tc%8S%Qe@iGej&E8+^xt5%~ zXWm|HeeG*U^8|V6B-=C8L{sOK8v!IABT{%nKYm@l7Ts{8%kX9?G4qo#(nR{rz~!vA zLDE2d%w#wEz?JaWBu-M!Xo2LkcT$%8$4{s(pJXu^!FzdDKg6fT>;&>tj(b>=Z*D!L z4n96Yoby1zn2Juar0srVbg-8Qx?#W)?v=NEDnZKF&mR{)t-P0)glK!i$*3&bK$%sP zwm@LXNEVydc6KZ7^4bQDaV%v%`}q^^i-L_YGM>kn!x8-Y499ATeNMD)SZvoGsp73c{_Hx35He#Vg{f5ha<38tJ ze*Q}3D<;dWE77f*_N@Oa;f?;gT|V-N#WpdllV;^3H%{{eer9|+X2{{o8^7W>WU94& z;W?9}wY*6ASMt|1!meIvqsxBfn*(pWjY+TG>Eqd<4!Kp++}J9|?|*f{Jc%OaY*@A^ zwVh_WAHrlNMTl{$7v>q%8_`UKRqu77d4+$JoSZV_y+=eUU zDTVCR?1}GP&HLce$UHmXZ!-M#S>E$*L~)j|B88}r{l_<)XDORUCd;(8L&k({RL+o1 zTd3Y{l0=brFJi|xt)R3Z?@67raK6DsN9xACt|^VYE~H4{r*dOeJL{7t0d`~lm&8rDJq@+AOY?JtHOzJMA*|)GX z*VDTDmyZ9ygcnlz?wy2zPLN#Dv(Pa&yk}`@j!qB#me#tfM?x zenpM7^esqO_EHE5nc9-5(t#7ybdaS0aD)p~^sG=U2|)`Ta6Spx+<}zBTKBH%8R{E= zpB&8S^iVa>J32<_rMRV*v7wHjiN3KOcmf_=x753P11S2@>2L1m0%rn1AqHCJ*Yzw( zsOWX*bxiNx)uK1nv#_AIq_?NugGJO3lmM*mfDT;#kjrsqV7v3zL7Bhw+w1_6yxVj9J~O*mQQMyAG!<{L!Isu$6SrNo@bye@N z@Q&3Q8YH8_y9zj)kUYc=x-UZPW$C%2SFOY7Sx``hb1!oj^`XUm_lH!GJgB~Y?E_%n)UjF*o?AGs$m{~A;Jph5Giynsiqy4otgm*k z?W!PjmwtuQkdxDD`uqiskTRJT6Vv?|i@;UxngqK4@pb!;t< zCB%Focq$JvOw9Z5o-y?f;w00;z2y{;5h02j#k{|Zc4PNsDcahUF|AdJk{BtJ&Nd0c zi4YROp^D7W+nd}{ddl1u(1SI$_TWNuI#crX8?M45IMULx9Bo*$N-hfwN>l_^U;BAn zOuFC$=R7xekc@BL^J%0%fn%e8{uoC?7165;yGp3_o~yZy_ABDV0dr{Ov< zjB6HO7Z&F-FXb-g5>}Nqe;^#h%n%HA-6%7TOXla%WPgZ)=W1!?y|KQNG#rZ>^yD<0 zn_DoPQ8FE7;Hr&PDB+z&l!VKlPmLilAjN0bV8HEcY&+-$K01vEZ?m++y|uc%U_eMs zJ!xdNrL|=mn{o*#wjX>7c_0INboAr^5^4gz^KME!miu-m(%h`VsXQ!%QjD#3y2+v^qC%WpR{aQf z-h>0eR{}ncV-wyOC(X7bO<94U^w@^phQ}3no&gs!jW`llloeuG)KZ;YVw_W7m)NiP zdZX;Hj|dB;C~2Q!N;MwB@t zmB~k@n>CG}W8#}BHey=&qA2eOzGs&RPCQL(MI_Mv;z7YK@+w-TwLsAQiH`{d#rLns z+-PGG(dx`N-k8RoUjL?}&QJu)=7UvmYFEX^S@)XIAoCB=+QNKdks{CU+~!dTnJ6fg zoJ%Px;bLJb+=`1$qoldoNoG6Dy=XCV3~63V#SZ?fO2w$VgHnFtd2YhW;w}kt^AY;46ywiV_`;;AU1x0SASSFb4JTKn2^hhB+BB8;rE_9^Yaa4ze|3GV3q=slPdT#Vxz zNr1(X7&i`D0U9)lx&+tFH{DyV3p{p-w7T-JTD6sIa+Y9(|VC z>OP5C$#0}MB=vZ%o{);`+7$Xp<_rg2>qynI7Kv9F2??q~H&0eJhQFCcI9_ylD3hDf zqiq~SIrAbir9~(hGZU!#ps*^`hpjq6G{KliUHMw_I9<@%b<`P+NBP%Ah9ad+v}_|z ztRko6%~;lFd54yqv-8hPwcu#of!7aL9z+>+p062t^R#r#Y(P2p)>{@0kuh(UJR11! zjqA75MMhbqF9_)~ALC9X9clHUPJfkRS5Z;Lv9U?Ylz|$6o?Sz3T<&%p5viFsXS{#P zww8)v;_bq5Il9{QH!o5g(^c%*&)vzvtE%^)OxVg%=|ZkidypHi_K6|$maZ95*#o?@ z329%lAEm!rJ7G~OgqP!nk8qxkiJexLV>$P2&&!J*1DTozP6Ovg>Ek-ZFMr;7c@+oO zh+0m)cO~;-+!^ABFCLoHVm!L4{LGk3-zb0}z?yk>F;V1ImJ1@@cDJodG{d&|Fs|oq zJEb?Wm%MsT#&R~eZ)2U6d)16#%@mkJ-f;8W<9TF+7yjI$Ty2h~A%>wXi7%hDJXym| zCBo))P}H~fib&7Ovb!l5&C2(b7Mn|3yI^`z{*$wp*+tuo8gh8qq=@|XROPbBby8p3 z7MqC_-&pkGdHa~Nk`#^;qc?U1&K7d7)D>%wkFqKudUWGgHl*{|JLcUOSS~hr^@isp zU4>dl$P=^fJVq;D#zBjO4%S!MydM#g+$hfsD{Qu-m@GV!q(%fDQ5gY0PmGja#u?ExiBp$e&%Z4gtYT&-ZG2vx9$#O3Yfhe;i(2{9 zV}k~EK2x+OHdtr19$_WjdvLu`&@)nWR|0QwAw^ogQ2M-Ka^hoGdzYA#0*svAsZ>17K^;>edD&NGKFFNH z%})`D*yG?8IDHy1!6=e|AD73c+J230s6g2C;dnt0tyX)xBIP39YZkm531-U&#nBbV zx2^35UsVJTQ3*w4`rg*4A=Q1)S(dPMncic*Sc>wNdg45dDbMAyukNcT)DO%NiuoeA zFR%}dFL;SOKYPq7zV zf?(iJ9DrEe^K`7LjCz-#>TAMKb?}`E+_o#@I3m(2Sgc`a#{P1g&2KEZjV{^LXLXr0 z-SuOw9M^i#RPiXo;q`4VEJqaMOZ}59dJ#0`BAU-5{Kq;ssfsU%wa9!edBIzv7;)iN z>~@s!G}YCXSV4-6EV@ulEu#b{$<|i$h3k~p`2^Kd#syBzMiptqTD<9~y0`kO`?i1` z#+{7JRr7oyL-Is-YEq%+jMki!{$tibs{F;e9@l%Y9#}+1%=eR+@Z8lmaI!MIw7?)k zcGoLytffjOKswo?4*rYsyKSscx;rWyUx+UzDqDp=9?0Xi7Mh*5U2V!PBCIlayznu? ze%i2?ltV{9gJ|*A<>SN5XXfh2FKjT;gj$x5OPNqlmLN5auG3xVWrjyq=uWyH+Aq;mr}Xk@3Jbt+B>d!PMa+nsyu^qU2j0BGFXoTAOm&T*q>90SQK9Vzf{)@BPvN zn(N$;%ZAIR#2)5O*O29~5GE~aaatj5Vp?DGdVTkH_?9&7i^~zjv*M`mgr-@a=M^Q^ zdl;S~>ue1$sn>q(`WUccdDBYT>g3&~*pTZ=9o%SBrac@Mgk4j#q?1~Hug&Q4^&c#k zKB0clPtja3I)(D;qrA(of!$->Fd9Z$uB1*4C9D{v$BLWtqzw)}?DQzy@sC97i|9MC zqhBacoXs4v_0N4Q#=g#_&vipNozSR+T|RSFGg3%0e+w&VswYP>Jho6%M|6oHm~f`< zqsF9M)ty9YqMk223Gq9GL5Z7On%&WsF73P#aTJ2irFu`^)2g_O&d$ky{<7({@~kDl z-uVh?&AiaA<0U&oXT;2fR~obAw4<$|{;W1FjzS#QSpzRjY$#lvt_ls6H@M%AsHbz$ zdCVR=<)!s<`|!?(r-s&&(ftWgW<&*I>OF~EOoxx4C{wmdn?h>mofYpd zXEyWP=0rO?LSK@ZMIhkHNr${WS6=%n@%RNMq3}oDx7PFG4eUn99{Z>9QD@Y5p40FA zxHNaQc9PG^rVUwHuG(HX*_7esjkBpPOt-ypEAo4-w1Y51jH_78?!$|{_i;`6D9cBL z?(VE;w9kF|KjB~Kygn{3RS@X-YxBC@{6}biq$#88-akXS`uz6&a zKB7n-$6M2>l!<4Lx`y$Yb&iJTi#w@zQS6+Y{*%@zuTEYAbzhA2WuY^kYvr%gl@_1h zxOz9N-fL0-?TNU~>B(5N{+(=e7gg&5?*^@fFIP{QJQAKciPCIZm$oRkz1?l`oZs8% ztK@lfxs+G9)a6%|V+u9GQaB=qv*oLM{8u;7`yTXC-)`EIsUmreO5sZm!=&eeC=diSKd;prs^M&R&#Ck{ zRO~pHKY2OfC`y?{-$dW9Hx~cuoly;0W72&y&I=yYeENUagd#058eX$9jiR=xp;|{O)bqr1O({jYEIv&MxDYtFiG8f_H zbT6^p+bHsB1NNcf78I&0D36em`|Z3$cc1Z4QiNvJF{!E(H`s*R-3m-Y`zq^GG5vWG zpWm)0(4JQ%7mKDcWvC?Q0ah*{eLe5%d)A1x$mX+c*=Za7qRDEn+VvV9qopRkf}@$c zfTsD7KkG!UgOy}a1}?g?6U<#pdyoM)*%2}G-| z1h?Bz!VNm7oQOARCLYHNoAKWBBll7GaAyeK#;3lpe9%X_GoOx~tuS3(`cqgY&wxRt z&et1?ZXK!YnV0>XrR1nl4A1fKRgp4Xe<-=MwJt5P(8J}Hi`UJnSVr!v*P-n*8pYF3 zO#ZCT8@t*mZH+-&%KK&8#S*I3 zeSqElhnwp%OaUUT)yE{QD7e0!jzu(0no9MXR*E>w<)pi9Oy|FLjLN$Dap8mJOI5Tt zyg6^_@l46wdtQe}Z-+u`lqbz|{PtqGshsVbRfA=KoctHn1c^|vx23P+~oG9>EO3f-&yo%^*q3SO2C;l1-sxFC)} zf5ydy1^=0tTTH_8i_n2nN?4p}S;a$%lA~YWHyaW05(&9Ax?!KZt)7d}Iah7NobD@c zjLF1_k!V}n7*D-Ddwdwn!eMDNTU%VyKZe4njo_-bi9HgNzC(1mNlPul*D-56DzdX1 zaM|xqQDfzmdv0Tf5E-g-_7i04QjKj^S)){+bgJTvY*KgBKlOqol{xzO&R|_+dMw}Z z^ChYQpXZ&-RE}NZ9=v1gAjBWc?3n9HT{cxW_LQLQVf^C982uhw%&TNu z$v1p@(T$%i(N`Eb3UAv|LUQnHP6g}tZc%#tYpAx>~I}Tv@oNV zVum{1?}5sa>8g&<8Fct~V%!nMx0jCxnx4GS5s#QQK38+cqupHhQHlN_rGTlY&~Y!6 zy0}L(Wu1JljOA{2sSj%0ltTS7tY?LMLSR-(c(HFMziy3=>OQ-Mo8#cn8Dh`ZD&y~K zOmDt3KnZ$2(T1S$pv}V6j^R;I07iO|Gvn@>e|Kc3&6HDC>#)n%}Bbw%lN?OM1-(wK8Pbyuy2+R2p0E%)*> z>Q7m`yWq!SJ2Hdp)=d1aJ9eU#kI+6^z66v8n-gg-r;|EGA|@Vn<()(!7^;5J9J5ian>W#tBF4)eSQ?5#&5WUw{q&#|6}c)f<)=o1>3T1+qKHJ zZQEL9+g@ecSY_L`ZQC|){rlYA-RH*cxc$)iHXkx0GBP3`<`{E)Z%@RtM<$zXl?Bai zN>xAy-W+LEPPbV%Sp=5tRSHT0&rS{D zfjE`L12Iz;T-oX5L#{~YnHb8jkRk)Cv}}(!&zS{gMGxDxOM_NZYHhbtxWRiFCL{8Q zcd}C&_eZ^3h;!93WbPoPqZMpM2#G43 zN)2-X0Xs!=Dkx#39#T5sav(G}=%km$rhE)2vy3Utx6g3ck|H6_+#(1yYtL9DjD3kZ zTp*tp8psdZOAWS0y_@6GH+A#_hC|Bwqzmc#e05|57Lmx|TKLX2Dob8-;#G77*9xx| zmgt+TjEo>wJ*s!trULeRwDGe}$WuD%uRQ$*q%8riu=nN3e6*P%%i~vF2{q zr4)?PI|xoe%y0e__I_}eu!FO$Z(ewxL zac>?QE%;1G4vjW7m9UprEngqZVt%0sF>%V7DtFoWk`E9vogNNeu!6d{JQ6pZRsFuh z96FfI(!j~hoBnHEwVENuVs}`o{$Ofbl+2|UP~r%(ajOjLT{dJO;i0-yI9jn^oPXm! z`f%@8O?g|#ZGDpZcJUY9F=Dt+%IO5wen6x}`doAo9PSu&C^SRkiq4d@eIS3)R_C&K zIW&`k9u#nfS=_~0xDVG|k8&iZ_D`g0^9aO<3<7GrkH$ypnDR`#_wxy}RX!qO<}?{e zESkRmk+>zANH@zYSKw%}NRHSVC6!k-_ORqwcSVYIZ;SM*!;K$xLso52i$Yoir?A^T z2mafSUM2fdPGRx%Uf8+E9tCRUT<#^)DMPHy(Ck%w!QkcP3$`>i48^lq-#*k%hmZC{$g*>v1#KzqF7-tX>>LbRpbl`7I(NG!-GiEHBdqDRc95k} zGS1q3xg1t?K+>amzDbvCJ)gc}*9lcs+oqA0e~33(wsD_7C}F;`W>-GuJOv5sY&V$r zwrCE-B5XXK5qJvLEd3rc3OB#S3pG5q_L$`GG!)pT9w=TLzB)$+E@o1Cs`|BcS#By8_FG(Cq5V1B$l@2z?ftA$y%S0~V0dKy{867slsiQewq4h->oDzjmJxaWwaLP|h}aR{cOFkrPZr zQ9TtP34DH2KZ~~mi3pG0G{jRpn*4S;M4jCap$fEn>l6voC0!9~Yr~vvEo|2I5?_ry zGb%0pJ^qymk6XV&AUyMdRYYnt+mWX_a7J_E*_YH?9mT8~qz(HF&&GDTX^HKN&rt+r zR^DvTaJT*t9ZZ@0N93A5O2R}X1b*IyQiZ3Z#zVH>&e`{83$Nsz znMY=Pq;}EXju$kINe-Ft&rJr(H2FTF#KOg{mx8WT+r}9uYgCQt+-_S%ihK7(c8*64 z$5nh;*N%n}Tm zN;5N{BX4p!jkgTH7%Bu(73+QPUT@ZJt#8Y6ahITNMm6v3{;-EiYRsfoSuS|SPEnv^ zD&$9TL4a#3#-*7WHCjMvFo9l9l;Zl}znr;A{x-UOh#Inopi{@~u~quNv}hxJYRu z)Ez7?!f``G&-3Uk1?cA-3a^ZP2*1^=VlfO+^0>+yRcZ}2GD}^)GDdb%ImwlrYi)h3 z%{1GZ+m1(?qYxR01qsNSI&!qrF1{l`6`>H7u$O``CYaT7*kw8OV%m|%k-MonTDpsfI8!_JPTukuUq zc4mk-sVs1meAs~pT*;O0AY-h4SEWP8l*L>}`A$i{oOC!XnKYd1VK$>w*kyCKPbHo3 zKuiNwDeGEJhuM{wKEqziW=*vH>Fr9UIqjP3Kv4HtJrO8WIvfGF-NsR>x+U-SV<`St zL05WwJbZo7TIfg1N9A>bixtmiq{?CHVQ;a^P}Yur{KPbz79BpTiaCu$I=)5?w@vtv zw8(R{T3F{bQEij)6KMxi#axRUPcxN74Au431iN+2Z9qtk>f8Pa`^NHvZOdE=vrBdM zc9!iUkJ)y_A4Zm|w^7@8y6k}r+vZC3yVAT#a=*yNhl&Lt%sW#5E`rP_nrH;L7%7(I zWM=p#8Z~|#b-T00OfUW3eg0%K8kKYu3+PS!3)LYiNM^o_PNOTXWY&Wv77rhumbRF0 z%4orq8C~wpOOXx&hlY z;i)tCGP<8k#Zvl3>Qg=EplwNXRODsamkxBf+1%M(`V@&zWs#R91oN~8Q@Tp0(l~4G zvgNMqjY;M&sUz3E;LV09Gf!8{b{{L2Bm_R#023efmhuT*-pwtLBR5Jv>i3ovLW;vk z#VPHlEU9Y4kT65BwiG2EZ*r|u;%XhmfNzA#cYst|tDW*A_K95es@)zTF}MAOYXcbB zO-s(YC>?+bOSTz#s@&4S&o=T73X2CHS(1>i`hYK`vrhg`QpvyDWB*4|iJF+GvfRI6%;_xXtm$m%-2S^y@{c|8-+YpvfX9FGN&Zn+{_T_e z1UotYz4~8$61Ja++5fRmqWt5NST>V^#>I*XhFoE^VHbwTjv8R-|G_l;9UBVH{#Gz{qF71aIp74$}39Y$Z=>_qR!)gUfu2ZsSnd9ei$aizcryQB1vqriax z1TXRA1ojI6$o&H%uN;trPtY?>_eDq0rvsD=@)WQN#NPqn41#m!Kb-%^?$J4Pm5V@O z_~RV42W}StU~o{R)wdY`v9QaAOIZ%U6-VLArBp-lHkDeXRg}S;x4cinzN66im!>#1CokRFjOMp~SdV>yd*!{e$4VI z+3HzFedB`oI24sZIJpkD16|1r@dN9-_(v-7g|9*XkxHI}z}~)}d-!O$2@v$50|@|G zCcyQFV)pP5dcMz}ui2ncI;{}x%(lCCyPwC+3ad-1DW@OJ z_I!s?P!M0+r&vvGO!D8^7R7iD=~=)7J5d&t>4}CBbE4kegDaO0JRtN=Hr&{_&^5o%pC~% z=p52xMIrr1DuD?lu<|{X73ALBRM7c6f+{QUUF}YS4}Rk( zbaR}C_+y-EWUaog(a0UeHocaL@}&Eg76ve_-bG4Vr{+F)W*P6}veY43I;IUTKR8#b zB-ML)v6zxZ{JqHe=AoB|jOUSb{q(>ZHs4HsqBQzd+z>f0Jo(!;QVA7L5~cMy|8!<> z%hy$HX{k#sCz!&ovdNQmH6y7)T|}9uL#BLR$Jsua479Rkb}AgNZqT$xU*;t>oW^XB zboaEG{r-fxG9?mA5%<_lVoT*YIQjlF)B$^{+ zwL^GElV1GGIyaGu{2_hDfjF(K_V@+M)(}*91(t(`Z_`y8`6}u~i;hPU={HA3wrtP{ z%eba%q3xxZ&ZNRf{u{&RB?7AHNLEvjWUqIt8ocWryvq8Ed3mPi7zAJlb;H~nx?S$T z?RY!WgHH(1EzBX4kcyinF^$vb2`JY9QG{njI~hz9-GpS$fXh0$Z&fxo-5-hiZ67Zq zeJM&U{1FM%O1r~{S~outGB-hc3?$w@WYQdHpvk7Ah|O9L(WO3e+N!{;%4K2S>DM0G z>X74=C8ER|o7YFh;5q}kN#~eFkVEA5>4(+zO!VktW7OkmNL?|$S{oBrk1N9GEZk?4 z{8Eek=lGBkxbI1%G*>*O`oUL@J!d`H;d!T3-5RGut)We9I`coK`iue$9du6kWX$}!QXeuk3i6h{Us11GQ4KKAOy{I;Xd&t&-zoF1=8 zR`{Oct|Nbw+wv0%mAD{Ptl%KJlYfkGQ;Wy5k&KUZi1=6sX+FeenpI3~d!xPo}zd<4dEre$39+Hl|`| zhcy)FDXa4q;2$^0cHh#)T%B(UdDspHIlPpgRHsk=8*Gm8Zk|#-ml&0GGl*-%_GQlg zDfcH*Fn9RJa%XuKrN8q-PPY2s8v32qEZ)_ZnUC5=Sl>CN=9%CU+5NRixg2Hf$OVk9qos?S- z%(=cmB*3Y=VI+y{6g>k+$Fv={3}eTc-It!$}652;+A3@ORi2%F(wqBepa(#|l}mqrslrxLwPj|n~=rd}g$kizV1 zOO{^RO&Drg`c*%BASFGS&otpNKilgHlO>$qfg3cYm#5kqUJbTEC}t6PFWpx)g*Xvp zU4BiR7Fpd!Nz_~&W9C8a7{xA8TK~%(ubfkzBwJ6+zs-7BqrCGHK~4=DZ&~BjnAzf( z)r;FRh+gt*3@8KfzTQWKY!QDJO`xn>dbRs{`igz3JkJd4x&A&pbChXMOj2sO89mtC zuCrEdo-W^mIWLNLJu8RR!N#tCYlE$**c^T4tgU(FLeL)iM$g@XYNv~3uPpz&YOD$Z zf1lYkJgcUpOnpU^LR&GHCHB=XIle3c170a^BPw9yu7G8Y+^WC>pE`R`zTz*l+WppR zz`EHj`Y!&{r7##T2a6G+w{n%c>4&oqc0ma$`%%3k3}2`jj(+;XF^4GfxT+8e+E{m& z?DuM0s6-=O;UTWv;*$yr<-q>Epcb)TN}H4pOOy$-P|)%%vo>moibvpNbwN09R`iOSU~?8zO!eODpCJ}`>R7V!N^yYSJyP007S=+;GNp#mYRl6U5(^F^ zpB^eAGiF@N-$=xl#y!GuTLOv+hJw6zS`O%ZWW=yqCS_K4ksxiQv|d5OTCAs zMObQmEUj#M<3w@I&n-oJ5qkyW*-m(fKJ_R>ZsRg(yh9j6iEw7We}8MxTkRAr<&8{e z5Q|cHT>6OeZ3u1(6AGf*B+@P8K(smRrmPjM&w>5sUtS5$|yj^uo5`fyu`v{O0~r}dn}rsbiBUL z{9~(REIAjPlKXtVhv?oMBx+vAt}5Z(*q`Ynpy*gUEk1We9dsrRkIIXch7^DNEr>%? z^2FXBi*i4ob}>~Tq9sW;;r`^>z^Zf=*V~Bxm^>|RG%%f>mzRqhO;MC_7z7nxwOHCu zQ^klL;~X~kNDuRs5)zV_dilBA&_N@?00@1TTxl0>=VaivdB2MnL$7iZZ>~p_4gXz) zveY8_W$bnhR}O}i>9kU2e$v)v%kVn7^g_8p8{qX$_EhlbFrS26T=BOn%85x7N#shh*VQmRpqWi}1IMtH zYEog2nWhO$_Moj9@rvqK$L0#o4<3`4xE&rm( zXuKaCpS;J@@bj9Nj?lC0UTRZhNu%e8BGtG(94*n5q8KVzreizG3si2|d>ognR4O-} z8!oMT*KcOXLjrXgzJ&H6N@eKFqFdURv=fu!W0t@*U`ITdI6;KHkh>u=ImVhbU~nk6ru~}uzPOV7Bg+6`6Yq*$KEQsC^=6p z%Wb3sPs+zv@dHEz(T3AXN7%_H7C zyK66vo>EvBT&A3UAlNl`a({FScZvl$_Zs?OZ?;v;_tnu+%uztw&?7RM8>VwaZq1l1+~?c1n0zZ~Q= z^s+{dSo^YPs)_J)oqd4usvWE0CD*4ZWu|3B0`c@ybBkW}Y~&&X3woDToUO8Q>4-Rs zvpcGdyR8^)bV`HWl2IFryx*i)hx%Kq&+#3~Hg9?`C zgn}3GNtLcaR28fOQ!b$@CamiAr5_wVqPOqRm=d%Js|U~3fS`tFvss)W+v0fIX^_kT z!M(0k){2J1FaI;eP_L7U-=^6jELLRU>IfF$T-Qw8b!}*a$L~E;hWNHpM=+a{4wIax z^auG(&{1xmkXkw}1VxW=JFrXdll_!Wk1G1B4?v#@RWjX_JYw$GOw*Dz7|4p2C2Npy&vc(*Kd+d7gJKF@LS5~v{(ZY);<%7hZIGK zN!aDHo-YD%He+M)XXm(U_6ONW1x#Uz!8Zs$-h&UWnXngn<_*pzyp@!J@(k?r^=0X4c5rJxkPq~^nK-4VsjIiX<NNAoBNXUN}T2Dpl~lVN=^}+7OWoTvJB{tl+BN1T6!SqfD2r zibN`l4Dl7dJp17#30Vh(-N^K2p&Q!TW8F&C@<>OItg#%V>P+(_e%uKX-J(T?q zE0i*Pkj!lK*f1;q#cjftG~h9>R}@$=;!aG8D`s416X@j(RNI@mg5t(^c8EbMPzscE=Op!# zj#`MMMfc@X_)A3!h^7Wz_G%>}_iprs)&jq#& zxu`O_?tb6ATo!VUqE9TD1!sl&ZGglO*jgwiP4eszm))YNu!MTDn9>NpBICH0Y_j;w zvoU+4X6AR{sm)+T4dBv!fQ4OEY4AV}L$j}kXjOPQ^N8))c~38I1EISogI1WI!A=m|}v)2_gcsbIW8(GL|m-b93?A*tz!oWoW zP=V`K&q-Lp< zHl4o|7FkZuY%NsMSXsLg6Y75RSX+F~b=^{=C2khOrn;<;R7v}XiFO=i0~l3Dx}iEc zv1Sb%e?pDg3b--?EQQIsjrD<0End%>m!jZgF@*sq3YyXuO7fg@F&~*f;a$*6>g7d* z+22Ab>ULWrU7DB>M8bfxq5_=ZpQq%A_M+Mz_zLTgh5~ARPZ9tPFesvMh1QfwUP_^^G4}%<~Fb}5ZL-*=9{4!Nm3`Qq2OCcjZc1 z1ncH{_MudHhIArTxW?B?lGehzWqVLJ+KahCQ$ax+83CIZd=I$F+jI3>o*e46r1#stFS9s~F=$>>=vs$kj5UY{+8=K&yR^mR#HhaqcC|^eJRi$q$?oUU zH}-{yv8+z}S!>q<^IV|76PK z&w*3&zq6XO=(=KUCo1k*|pM+Q`V<`jV+7 z-gOH1bB^CRHFk1m@yf&lUoKJ;%hvN*`!eN>N<-eng)a`-v+pb5_UQJY(SWt}<~;=~ z@+6^85{ymEt){_A&cZbW!VJ}B*t@ih0GUdM3xCkonvx9ZIl4}rmlM1grpp=ICc8at z#lO2XCsM3_adrceH?i*Wq84Y{-e}03e_`$7rl*39mq&-06yO;sDxV{Jkooyt`(`=7 zTJMASviwV*STVA;Up`}$apwxBDA-MZ%Y@`fV5SqoA340VP8isIF1#b4sW#8?Ba}nk zj!$D!8Am4#;$v8@VCyuHRgJTkZ)$4L!`u@yi}3=Lr5NdkcS@HLErz^X){Xs2dML3m zDS}uwt^xtZ!HNyi9le2+U4uc7$F2@m&1VM7*t+IY!D?wnoRc%>-XE=5wcO%V32VVV zSnc$kKFkcUmj}>#vxea&Fw;ovk53zolKm$~--Kbx?dO+^zM_!$v!hkm3iu`#oSntcE9+ zxkpfs{A!%bxnJ+L&8;oJp(zY9-paGyqR}1p<}r_QE=Qw<(dQNlXrGLWDD}o>^o6;} zT5!OqNsF#0mzbpo$6qH6P1rTj` zW++aMBQ%}d&u{Hu(lF$btOE%!-l0oCK&PPhSxO7qL^ZlYyC12r3jJtrn@Il}7T|LS=2Vf;=p78igdF3F_ zD@2~8>mc2Hd5bA4wTqATu8Y;UivVhy5dF`Z|AK$;*E!=i*DVgH8c|j-TYZQw;p!+a z%H86Fr+`1yg>jFcw4=vI`jelbDUE2+3^TE-Sq}FU*T57PdDyK7?2twFRNYgw{2GCz zTJiPGA$|-HLxJ99we+KRfDwL(GC3ZewHrGtDwW_Rai7v1M?AlGa?c*L^CC;UxdZbZ zM6>PdtZz$7SOH*iWm0T@nnfW~ad2oX4Bf6x{yCpAX@)HGXiWyot&=c_nR34(mtx?E zf8{F_h%|WgJ|ewXL~qFcEv?ijuc7f_xKxPKh)G!I;`R);G98}lhFX~7+q#Ct=ubBx zg6=AbCMOf3hSf?_Big1iF2wJaf?=Pjs$wes(%*#5*928&q*kFOt7v^B-=3&;7bNfn z5s|OsW*6Ho-k)Cvp%#Ws4GXOEt^E2#y8rTAq$)DrQWvD zmA3QP#Fgpp`6N3sLLMT%StdqafSBX{bi6B=mMNKkc9-FGZH2Q`5>kya9mRTzT2^qs zHKBT3rk=p=EoW00)|6wX0IcKX>o}Mp`h52S`U(npPH760wHcJJkyvs0@>qGu<_0{S zjeH6cSg`B}6!V-J;uPLn?|12;o5|9RIL*)@sE8b!IY+5rw_mh7#IJ49x8q`$5Lfgm z*dxz{pe@~$4|AFf!%|if2@=b~%R54{8!_qI>CDerpUcRmWoubUvG@gp^d_y6$53go z3-GX(o1!7t$V0X1e@L1w#iTS)gYu)E-&p1JmraQUFX~G&RIJw~;y!0MtJ5vo`C50o z$E%hDn$ekM5oNtG%T)IA%)@a5g&B_*3uFzL7<8?WtEyCe$#tz6Y*lt3%H(Npk&TVX zjtxb6K2~(=-)bCG?IHCZohV`HNyvYi=pSSr9cNtik$Q`-Deiz<1(MrKvO68cBwSmC zA569Tj!6XLm=VAY7gh~?u5P9qAusu67fN|Cv8CH3L3{rqRM{GKz4)dNG$9|dEkBB# z#%8n&yLb3X*IL%mUP;#IhMtI2Ko)8w_OCzV{{y=^o}uB)7*njfGpf36L<+lt@@v;S z#o=v`WL~Tfh1sf<)}IX5PZfr4A+(5n;|m>bYX1B`u=F4L{XZG=|6ia%RY^!mTHs$S zo$Wuebeey&bOyHnYb^bz$nd{q>DK=rhW;;N{@)q;zsEQJx0wS!!;$_?&HtHy#Qr}9 z4g9YRot^n-^wGbrpLaF4ax!rs_{Se`G7&a0vNbmOr~L5$)-K%EqW)_RR&T58u8FM8Un)2O+v~jCnzXID%|aoYmRI8>F?@CZ_6c*qg78m zPrmoI=SExApK6nh21FlJS&$!b>#LjJ9)P=yj0yt)0!0rn$lZQ@-C2Ju+)VezOGSu0 zx*7%$?H4|PJ30l#4@38hrN|@$f|GZ21h|0&cnKPO6&~>C2jD}Xc=}=JA~?AK4xs`7 z>D&M;KMXy5nkvTb&cT0mg-9Xib(z`^cLHz+85w!^EekHzIjF6thk%_QIjA9+GrtQ0 zj04~SK_3I<^f3nM0;x&7FoB(}Iy4jyA8<_)i(6cd1RVe*^aCgW zM;o!kE0zo52%t_7(8m=Hh+_2Tu@nKmvyPzcJ(;mp+*S0UdMNI`Ndj4QL^wn-c1}Tk zaaAwfZ%Tfx{JkYc&wHOt8lLQZz*nCs2C#ub6~1wPEgZL4JqA-Y@+!gI1Qh6B+q~Em zNCY4#sE7!tApBW?@^Upa*VT7#y0SCd0$qAGD8PEQp?`!C7w~>Pbgq$B6TQ`PZh91OEYa<*2P*|R>>-$#$@K2cm z?B-fqrG*73>9$yBf#b8>=w!EkiCAoZ@Bp=geP#yCC5YLtlA{G5ulaK9}jhKVb%emOdXH+JA)^ z3`;t&F#sIw0o`{CM1L4Mz?N4D zY%o8MuM~FAIItLj0wn;7nVug@AL#dTsshv@C z;5%Tq%I|&@pqsugRt2oR;O{J2s2yj)C_KPd_#k>e^w;Lm7^>%w=2v(_eKvG-l>2QD z;o7g1&vy@hL7qJQ4>=}?n|=NEvYq65C=E{dt4amPi@*aWVxOzo4zrdK-9gBRMz_w$ z2lq$Azj8cYlG7J!jR%?2j45W_p0=t?OKy4EA*O!Qyba2a-?oKb4=3+Y`KTr zGKuYUUsHe4WkLx93W4RY4Cl*-B`@x4$~$OY(F9E zW-a)ArB1*f`zxG>Q*)!l>(wMQODE2dtdC!A@eWDKKLddy3VC3%5CJW&{Ix=V(Zv;p z$AF)pf?OwJ(;gw|m~=XB%aGnTDRz<9L!Z)U?22=j&v7E687LTkVmu5|I64 zxzY>|lb-lTDFyU<#OOM2+EUL4=yl)Qqr3`qjN0xjcZ)aV%wbMvsFS{u*_^Ku&aheJ z!S6jFOP^@@tay_>^EMBP6q*AS8iWPBK4^E#au#Ef3?=N@wA2;eOBcPcDl48 zq7Y6y(5Kz-FQq9u)(bSw+C#|!*}sKzjzTvjyTMl4=>zUTW(%f*g$kDeY6__y97CTs zY~^*=r(Gi#PWZ7&9*BJ0)$?uCH2r1fbE$Fh0s_t4R#WQ^u3Z!O);mFya!F&FrJ2ia zlH|^ck^O+j1lC$g9-%|v7TgbZX~!b7%OldJH-v7nSra)ZC<@M8^(nGfaASrLPXRJG z=)S#=(aH?CO^bJC2B7lA;we{f>BS=$ENp_!^P;;wlbhKdYqP{o?2HO?KO{m2_ zbo$!fvgoF}U+#S7bvIiKzlT5ZE(uUykJlHr2oV+=haqP|J|D+><4z24M}jZKWRIL5 zYCNSit5x#?Af;ecoVSfli5^3!W9AJ(;z?+VS}nw=*)}k>Y$X6O4!_P!QMC6oVBEDx zJI8iP7N_6cJ)pc&Feh2afEM>N*DB_Qt)YshU6OId4ok%k!QGpl$mo)WVyUft`tSl` zw(8aYwxh#YmSd5Juak%e%i}q1&weJVZXd9$y2}9B!l|KQdp-JOOq~d9#mLuVoC*(p z)y*lhFu&1m6rh8}NH3??7v%7=Ve3%uRc)a-oY&E10SU8sYmn@DP!NF2^AiY*@0hGGRN*}Zvm8}7Q%-7zst3qkZ!-erEo zJ7naM!ZL<5M8OZY5&wE_a-Sl=P=0g0&2d^o@95j;wqIj+j8xHFGbc4Y9S9Gg4edzM zkBIagTM#<+U`Eyc!mNkfl;ZE!6glpi^r`ErBGjGdP3HuY7S7%DA zVxgccg}qGfPa_|;jsZ!7kZFdwJL}B&;1eqvZqsq2 zkEEo%@vnYbir3eLOnIpF2y$7$R>WMuZN!SMN6V{iA}-X?oqNq+$%GmrK*$ z!e-W>?T)4O0rOl(Rn<8|pOb%8la~c~nniidaw8!?$HJG#u4j@%X2(%tpId}kb|u66 zXiK}1$E+`Lo&UR%ie9Hn-| z#-OnMft&ppR*_QtmD+YeSjg?=X06Y0|3Xd&O^ISNH6C2D?sY&rM3E*tv2tH@siO<5W=9M8yUDL2w$&sfs?1__xCht zo~wnlV+&St6!*C`_Zszy-Ui0)vh+RvU0tF4m_0Hw_wG_-9`~l+iOcpdG>kL!K4%Y} z{aOD2PZaQmg@_Dv<$SL$>Ur7kz{@>WpUhd4six%b4y8XoS^9b5LAs+bM3e)dvuas1 zIU|z43-HFhtBV~UPZKdTor_|}B&{|t7cf%ccoC+1XYTyWK-0aCGrQ%le#pDpQGXaa2wA0Y@7*EYC4=eoUa9-FXewsYEa8`D>=Jmm zAe9{04T3w)=X~yFrRpp@u+eNd#HB8II2EiTv8S*W73YVJohavVKHR>jf%C6Cka>|N zg`Y{2hp#Tq=S9(H8VqIq)o(0c3VkB!iX1x*9bq@^J*KZ&;%pEAPQH@pb5~ z(awc``79qSvav>A4auSOW!7(Zv3)iuPp=W*H7AcWO(SapiVvxEz7TL2ju8V$Q(+x{ zYj&eN0}AM9XIlZPxY-IV;N=3)$DV0sTNf z9r&C%KYd?0eUZry2wTnQ5@eMvP5u43xi(-0T=QIGJ%)+q*Nr}z?X;Y=p7f~IAH5db z&p(RLj(Aas$Ad@85-$>OGUll)6Rh2Yif(^J1`E4W-r_j6{&X&=IABLK-i1YQj%Ph2 z&%xcD)PW1Y0|}7~9N*C~hnQqkm7rzzQ=CwfAf3x47PE3WyEbwloE=iaCskNzS<4NCu>lKs?zC8E&9bqHT9NiP>&4 zk~iq#T&3DWCNhM>4K*=gK&xbpNWjz^@>NyK#Vm5!P+lo)EQwXvDi*%lFIS%wODwpW z<{VSZV)GHUZcdrdOx+uxYRR^bR#yy_4`9vH{i&0BQ^edH6wYaRQlxjDik&99Lz#xh z4!3*5g4R%olzIp1J+xM&Xu7+NF3#1^RrjEh)Hp9fxuWV&C!`NA_y0~_^|>PUlYw%W zncF}}w&CK+xaJ6KMt9%sJ`%u@H*Xa|arvPzJ7bsRm%X-t9iD?8ylPNUmDVavyzi<- zgt>ODNLG2(-y?=eA~CLtl98_mfMI79(??L`={5sSwfp7>+Ou>0arz!=mn%%xJ>+7A zzqzC`ooBO6se?`e3|F<(y0&O33fB09o4*ebx(-$ZOa+Ua@Rv`mgtdvxsXlWF0f=3i zFNcnkHCL?X^66s_rf| zWu)wDUxGkE`XQ~6%~E*2a=Z}S4wNT|;bKoaks>pHpzV1Q6S*P(sz z&Sf{!8PgzFuVe*X-^m^wH9b4m{^OcQYj97in(2i6s=MP%acWw)@`uv-kWkMZan(%n z%4{1E=jI6o(BW6yDCUgIB!*CuF~0e>kq?=@#IEJq)&#XL_mMre%I0+YJOK=%jgo^% z{IoNp$TY<-cQ#|T#YN?NT^MmbZ;4q^J=*eJ!7t$FzIT=jf)K(p*pt3w!B$3mQREW_ zFU_Vi2qLy)rg$;z{uxHbJ6n~)%T+aFiHCFd?NrHho;{rQy; zwPEXfLS<=NsA!2Iv2;fmvH~U&R#JETnl-Eu4FpD0y{*E1d{1tg?OAq;4vkWO6i(=B1KboLg+S%h3 z&70OY-{IF(kSBUCP6Gqz?vIN*f=gp{1)@KkqG4f>3F_ocT2*8Fp2sGl^u0Z}>7#{m zRvmQIUWq^ZqK*emDrlIKvnXgqCMyQZ&L_0EG@n-%_sS^LB{8z4BY|Nx0EVrA6mFAW-!OJcwKe^{?$q1OW&bcd+${#sp4vB@ zHYTdN2kK2D>F6;5pEIzNtxKIrqw?FnW`FLN`U8)aDKB4M`4P|f{8#~-|ALEVS_-D50Sahpfq_v%?Tt|-`JK@HpCVe8v2(Lv_5Oj5KHI7-z^(z=kD z^JXm0sfH^wvMH9~nq|>>p`HI?@&Q(d1KC8h@Yo$>a5Dhi7Hdgm2hl&xUCVs*HdKR7 z%ZKNFZdC+?a*Y`$O}U@?T$rkU<%<;%9i)tmB}=z#wz~|2W0MRBCI>G70oW_`fhb)>O<4OW zzg~6UevaMtvO-y*pmQJSy4&t{pWs!wi z@K_NOBhEVaowGlYNG}pgxrPG)NrFiU4`o(TD9cQxIJ~H!QlEHn@gLp~CL>l13P9D~ zk%&&hEx{38&vvlkthSTav0bw(c~s)c{ri=qu8DNcK{?Te8Zs^~uw$#GE$2?QWQwxr z;8)iAAkQtTN$n+Jr*a>;sMU#=I;KZ@s&1q`wbyj`*rD93Ku~WchB>r`7JcOv<7vi? zXwta7|A)1A4DKz87c67j{wFuNv2EM7ZQIVh;f-zEwr$(ColM?z_4Io+-8DTm^Z8Wm zs#A4NojQB3-&&ZZR5hh=zDTD;M4EUduQKVKsWNLOHN&!*Jp#5cK%G({8Ch@vJ{?<9 zgB_YV!(uPyNEa$y9)+EnElRJ(+`94G*#{VU0LiXIkS2E>uXoR8CBGMRQ%VP}-T;QX z&ETDwB;|Sv$??z#wVRg380oEE$m%9F*3mqk!-;^qcQIt?sE*X2tt*#)I>8Y|$`pzS z6!c2;2-!(o7|XH6rr*O%89EM%g&V?)&qFYxcF*TD>fMeR=6`TTDrA!F$uIu-_N}G> z&Rm+=ImS$>R8`HN%62CJ>K&f{4n)MSiSV|IadE*kO{CTfe~C(0aqD?jc+~~tgGm@w zd(PTbTN6+%4O82-qoNvNQfc06F9(e{iTRpbzEI3~%v7Yy{N8*dXw+Cw*1Q5H#s`1M zpSg~TxW~8VGa1{tyr&k}9}Hz;F=2bT2u9uJShD1yBjCJH2B+nTd!x@(|6SP{k^J6P z>p>x(=PNtWgyt?tmq6%Rz|gFrAY7C7Ok98T*Bk4K7!pq+`TWG&xe2o1Szu_i0gXRs zb{*uzbHhnb6OszKK!>XJtP(70G;qSW-55TJwdfDWuUqiw{Y#mzD6%zq#!dyuYR+wM zk@PsJ521$_2KJ~HmZPuZ)D=txMg&LIAUIe=%O&gai)LtmURRZ45 zhX~4rJP>(+V2Vkp!3w|mH{tOMsgCYPiLf=ci1u4Emudc(fF?2PTdBBm#4ym(4cJXP zK7=cPb0vu>4?V7iRyP)7Pqs>`io;&LfETkkog2QC728d8-=n{x%WDYt-st{i&wc4! zqQ9HEZ58lNO)26KMkH+>F=o(ICBaZc&=dm%j$Md3AC^34e8rve74!kK-{lK=)=sV0 z45U4pffH`L-%Ubm(hSqDJU+coRDtrj%nc~R#a?jO!_unjbOZMBeqiV!^{%0I%(*c5 zjM1RfR7XKiot3Iv0b0uPsE>z1ClpX{tLU`J<$bNtZ9s9O7lpo@)TO+!6rK(jRO+=c zTi6qcAC`|uW(W{8{!S%S!fWANi=Sua@pt()vNag(j81=K$HxLm2lo!5rkTo{0wwQCnTgX2@0Ei5z7)vM&Mu8ZNhUuw4u z{V>nbmfHo4pt44=OAR|z8y?>YBw0oD83L_l97#AYRx&8->$J~uZh26KHICH+zc!fd zPJE!BbV1rc?8J2u#khDzHWoePPE1^5L~wjO?(S16*31b()9I(y5eLCyZC~7mQS8;R z01Od27+@t@_?J84yTtk4TvRh7S8X!Q2H|Pv`>crU{q(lmP*;X#FrI*Nc@}D2RAlG5+1Q=`L#RRb$I)%y}-a+Zg#SU=FmsG zYjHLvvvYqH10}n@#|Zgn{PB!OHgUcje^kpVT$ukXWHDqrK|iH69ZOJeHNEsDOUf5X z6wK~7q9V1jb3cJF5_|n@4V|f}Aywrm;gPLLKY`~HWwkR^87yyL%EC?GtiI`zymcBbgsi_vaG>w+^fvOoifANpo#`APe zTm#6kI2|sTbU;ms3!Qv|MCU+WQy$Y48%x+bLwbX^3S*UkUuFS+^s`&K0Y@_RZ}4@r zPrIt^RB0pFg~k0?;9G_3#}j^4AG$A>|1z8J(*KQ*(2!Qc&BCbMG-YrMg=$O~l#yKh z3lxtqRl;fOArl$nk`;+0KnA6@fyg~Pj)?y zDEr7`bo?yGVvIR^VKcdxPRsQ1q*RK3j+S^(8?l_4dF2b?a9R);BcV_p6r*?YI_eU^ zXi!2dg&Ttpu2_ggV(_bAN-Z0p&dX2sg4=j=_wk~ZqgThi-PMPWBFweRq7A8)_upb~ z;NW^g)_B4T>g;DE#LTG`e(j^@ET=uP>UkQ{P;+kfc@p(zd_Y%L6r4Y5qd(h&cvigq zQ@6t!LbBN8(b`LGs^WTx8_TKzUa?Sg0Q(iX*H2!z`EphfOw4G)BqAS zR+6feJzRXwHZY~PmPJAb;4$)?InDNbdGpHQ-W(UJ6*lqh1=iW7uH?vW(3sI7lPpmz zDtg85+2rkgIOe8a~B+ zsb9v3sQQ&uOWzEKGlA_iVZiUSfJKk0$A)Cf^+F3#zlFTs&RR#%QbD>Pf0?+PU^^BQ z6*We>qxCbe0W>eTY>wLYs6uiIZyP4&<#ezI0K%WzF$Zymdu5eYI!B`TQ8ZY>O%okO zm2mOXT(&JG3q2w428lV3iB!F^=U86&k5k6U)WzB|w!b@Q^g2ucV&4OfT9-L7;?~vk zs?`c&P38C(9wP?1w@#QQ2rQJCVCJZLAt((AGfG&TNGTbtr|jS^9)jg%+aee3--x5T zO(Q6mzLkpTZVjgDVN{25-4xRNlQ@{#n4&Ds+6Tsp6fXWNpe zZHrWK2BHf((S=D-{I4H7SPwx-8O}Y(nQ~X<<;Q41`&nF&h-4|qN zz%3~zt>zh!=VgxQcG#FW7+IZgXi&mW(1ELUzYay*bw`nisoXW_o4BhYWi?D?>#6MQ zpk!TRM9aM+-aS|6A9C;XjCx|H_as z|ED|uA6<|C%#i$O7=G*$|Lxj;W=PoBSy}$yFeD3`OT6NUb5R5S&Qmi#B@ZHw9-#bw zp#GVkMPNWs0>#CL{zNR1B-{8OIzK)Ni66 zFwwS8@+xd#;Q(r&I1tKHtUv*NByn{hFcgrQdfa|_`yUenP&)3E;i(V#n4@yrWy;TN33etr2jegnPu|4<}I)IeYD z8+xnVFuh3K@k9s+wpCY1!2q~jIOo9LTz(!E8{h=Ga6~8p_Ad~@oh)0nS0pp5AVFJ*4=ZjtNRkQsLy8^fpl=+78@1GQB~<}-%GTC4L1c2dp6agz1M!mn z$=Y}5uh!KtC^mp_k6tJ$-0sPP6_gmAn*b`{*Q{`>#!@8ki2Je692@R35*%)2(0rJ6wF<)BbOg-4i*RP=07+R zAbPA5C?|g4%iJk?u$}EiyAAnbzNg7UVuLPzsTug^9{!o??QN=aTu+WRq8;Dw(C;oi z0T~w;BNdq~KGbh~C1vM(aEO}-fBz4`JVL@3%+Ucm41phv1To-qameq$k}zY#KhCeM zlcUJb<>C_)xaA84lIvSWB;r39NvUV= zZg;=-kBLDJYY!&q{S&-}s1ox`6o}K7jgkL@Z2|60tbtQrEG7BePmD$WA1)C&VaBc> zfOtX){Rq}&AuJb9`>W0AT&Zd-fOZ_u{j@aE>|^rj>C;2P;c zl;e9t5qx*&=tasNgA=(6;$3^4WX(0KWimFzy*CxI2?B(#$A4 z^ovXWuQ>kR^x@Ow`xqKHH0LlckFU#?RduAp{Uok_{aW>7!`u9_(2qoU;JUw z^pA<5@W;d;h!3Q+Z;LRui?|iSmerxsvftm$YHt_pGkJl|=GTK(H+mk4b^Y5-|O+SU%&$x#YF$T6p?_2V0Lxy&7r$R|mh}ZVZEmExIQA zSe8vTgXnm8#Gcu}G12z@Z)_fJ93np^_sI(EX;`SWXyhrxmTq!1FU})AHB0J)Rl#9V zx9lY3^M4&bZ!o_DlSaJhuN-o}r}+ZAOljVG++SS@8or7FGPw;fDF)1WMV)i)c4gQd zX^$vaQy#~tgO-LS4)BFEaVjxodA+P@ASx6eNMkLl7X|Fg?#63p4}>8Gns?*xRy*Xe zA>%(TZmS-T#9?i@YqGC>GKxns9+pn3N&(Xl$4p1KDPDa7bjLFQ$D6Bn+uZohiY1}z5aJfXW02dCGP z0^!-vv-0%QQ{B{QrNOL~-$u7L7iN>8M0T3okBWcl*PZzk$&L>X;~#FUZFrr+MQ>hb5Tq zWvoTHd(+<~SiUczDlS>`Km~-9S%i)?%*xG#Twd{754O9@^bty~2H3dh>oSqc@?E^@FjY>o5a*>v<4Mc z8_ir+a4xTbdAco-PWo%$--HAqQ)qHzRhLcm+PgtLo%w45u+L>3C$eu;F%s#Z=-M42 z^<^NQOIHy$i84i}A~7V<AL1XlC191w;HCR!b~xB95$=e)DwO#&jy+r5EXzX*k{l#1~6t!>B-sS z|5&g}4Xv(fS79lRKfULn^}5&Cg*DL=x+yQ;?vjZ=&#jN=LXz9cBW<`G@2mA*^(Ndc zry~X-Fyd|r!{JsKP9Y_V!;q>hhZnT;2j~&As!|k7?8GI2=Df={!Rhuq z=ozqW+^NMiRMG3E%_G~JG)y)1s!+(jcYXF51Yaz62{ZSc0Wliwiasix!iAN$(93Z1 zUjeb1Ygv@wy1}@M5}USCHE8o1R+qpY(xYwwGi@~Qezb4Cn=N^?1n1A9+*DH@w+5kS zc$>6G7PD~RwZNPMjY=s>h_E=RukD@g&PrUmBb%evY?`r+5`6c{lWRMqKT&+`*dRDffN`05oA&x$U@8(Fe%oQYLqT|EO-za1mGr?b-$1w=Tb?L< z*(3ArapOK}IsFP>7AaKa{@b-?|Cj@0*?qj2!l5&kW?W%evXqs^PG9rd+*_V^TY4nf zL#Z!FWc^m^bqv3`QmkBGsrPs@{P}>&FYB_#A4QXH*7=dN`r%o-^+JpNEKfNOqWU5+BuY1kk%bpmWUJzC zPZ_Kxdz*$!Q+KQD$Z|>)4@LeYl~ZP;8Kg{S-!4bJS7*p_Y-Yc9Uv*^a}KoA|Z1r2HrSB(I)#rq;27Y=CXPZ8Vtoa6^nUiH~|yJ z{qggF<~ndDdSyR)G9RQTqqg+6J^s9WCWe9~k8j5*l<~%gwk^M#R!e$XU=BPV&AzoF z3N3`eEM}ERCM9F2HTpx}03NFa9?<;#@h$jFx(ybR;;O_7AQ!^-QRtqD< zu$L@-%$YS!gp_pN-}$GUFBbn)1dJ>Ed`|F_Twwg4?tZuE$;^il1?iwnTcUQB_;o<} z*$%@Z<_zCJ?>Bfih4J}9kr`OM3`p87(k{DtgXLl@FTF7979 zxhA+1=F~^n6hqQ9C6w;8u%zTk-CX&04o>;gp)JQx=Y%}8OirZ0IEB`<`9;$AI>}S+ z6>(Ql7Gb7YMmDtibX>icE+b^Lt8IULw-jmdPG`d4MBSKvQhQK4ttypVjD!qIKe^r| z)`K!?f;j)N*4O2&A6PuupNS_oyuu7t>*r0ytE+J(nzg_lq<0 zzocRty`+GeY&<^``ZIh^lIULm9GAPcXbB7;~N;?Qv5FWBg>=B!)|ZU9zON~a6a3{qL+Y16O}7p+UhUI#srl#ABnnTU$;?rkb+r zo#)xf1n`{uL@RIU#_G~-gGc67dx-K!oo}%Qijb?V_ex>xNVz?w7*ehXuz%rk(<>!N zjTn+9k~{SXXln{zS3eqyp&6mgky-P~<`fO$xmKEOQPkbsGBfR#;P`15#5@@KLd@hl z{A$VdDK~o5F>yK!cbt4b;p=+1( z#({mx8xMG;;bxlHR}0KdjIc~JE)0U1oS`v^(Dm2Z;dqSLH#0t9(6SU#N{)3%wdrTk zhCa<9@r7)suJWY84m(0V{yc`pKZesfowBlawbXkU*E{B2BaYbo#v4@y@0PtBoS+u( z`Ws(C^LW_YZT~3$)QEHp%q>h6kq#V7CP8+rkGyd|;K-|1j$`E%YIf4so88k-`gXzJ zULrq6XS#}1v3$XiOq1Z&S26AEQM5kaRXz1te|koX@5$XzHR;0?l=nTl{S2epWFtHw zKV#OoE8d7e>#2{zbcVJV%x4&yT#~Tpx1dwRg+Qrzt z&bl3q_W@0uWms4;`!h)n-+yFur9g^X@YSEmDG zzVEh1*yMa+Mm=I!_x88mTxZF4d}yPEg;=@{fm9bi)&Nkt3PCsuSEx zgAY%JT+9ko-_GY{clxA$DrDRt79G`0qLX?cEAwz&3YBEQt&`A?1dLTz+Dy>or+`CF_Hz#mRUf0+)QJY}TrmVtz=i_u z;-Sh=j2TNWr)>tT&2f1Z>bC}ABn2?T^wObX@iKpf8F9(k7~wMPOQ*_zlE=R(WjIIT z&#&iZ{-PNidFA=xbHkQ2j>2Cw{jKLnKk@^-K2YD{GIo%!lE?szvgP;B;6??vktghS z>kIgjm3cKRRDcn`{0ABjKv5sK;&~!LNpTv(O$)l#M&iRvO1&*zyfUZKQOGdibG%ED zSHE6gt8b)o{Vvm@kQdw%n9in)NaFy*ByFxjz{Vw0{QW=j$Ah}TcNb#xU%CvW0st;9 z)-^wjUBxt@Fb!TZt&WYaP=_(b@X`Q2%UV_DyHME(pLrs^!aUdXQ|`;GJ>~4s$4n$* z?Hh)ht6p)QR9J`X!d_Gx%m(o9wS6(s5h}hvgxu#;H~rL&4W8@^)aMU?S$B zXGRd^=<|{d_Q${l(gB0h)ea(O!%%c4MW9ku*95Y6M(+Zd<+o;1fwBU9u%i}Q*|2S@ z>Wks=qhqY>nahhfI` zEZ;v#Tan&uH2}Qs3XStjnGf0p&nH@c8yG|x#{SZSUzn6>l&H4CUZX2D_pdhRh_3^T zYjA9!MX9YTAqlt7mSu&#g#4D8Jo26 zH+ShKLRVzd_#F=*?BE>k4fo+qZ#;&r8TAC??Cnl-bu!j{YN4xEaxK5 z6ZVPgf{%jTjAd!8dLD4QisMP1Hngrc}hLHfTKUKGmmyo+&4Tncs5spz+32D$|3m?RNyTg$+iO?>utC+d6K?cc)R`B3W za|m>u971i{;3FLGQL1YRxNk)}zL*mYdw&-=nrRS*6StCG+I%aUUgdL-ep{9&g}N#7 zfYY**2|)7#es^d_o@)J+p2E4y!IFux*0QL^AzJtEsB#a-J`|7`pB1dO^3I3Xl&A!2v#&!i zsx76hV`qPep7nV3u= z4Y98K!mK`U!>W_Cm5j5pd4e@@E)D6oQ5^~?C!lrZY_R5$IkKIHI6%8;T7;AB)28wG z7C+grl6f7N>f3+p`mfXaF3>iQd^|jWT(O;Q(uXp&)rR+>l6@Vih^x8&bJ^g1?Vml) zT@GZY9h>LDv{U|4AZL(|#FE=2@6JwP711vqBfS75?g8KdboJIdP*>5wE6lZv_E%n6_O&c|dcpbqD~uUwMFie05Bv+rZVt_nkk)A>BI_*S*~ zezx&XM(aP9b=cTnkISDN7O3ylHkx7F4Y{`0b9$*4c-(D18QK5nNodr<7ViY49(dZ%SX5A}Fqo6H9e`uKSVY6#Q{(9cPmd+V}SBKbQGNFB; z>VlI!rYm>wpv|WlNPCq+X%!7#w6L5W4+f7(NtEAa!HexivZMkHnQQ-J+ zhH459bl29)V!OSucA^h*Lexj`1oFw4i|L|~eA1m;V0Fv7^ZfcWQhfe(hLuzAyxFBC zs%~Sv-A=Q-QfLReSUt~nvLFd}Rj6#Pz`G4kBm=ExkGxz`CrCBQ=W+HcTWEsDaY&Kt zF21at8MkdY*j@Cf(kVwWRq+ZUS)|@!V}=yDm{a8tC%FYXVDx#Yxy2^ZKJ+#97ZR^P zvUjlD_4!hnJUoTLR|Pw117Re?K!ECda}>cPG@EZNh!}&<#-Y~~nnHFdw`d^- zK44?Ax;&-O^DOXqRwN~R>*Q2)K#wdNXr@mQHAc&T29_BsyrVIiR||A&`}r9z(j6~h zJ(ow-L>M`d4t+0}z{!T%S_x?@3U{077us2i7$%?X>sGBPgKxnu^D`{VTdoc99!yHii=+X|J!!z>d`XD<<6>a5e25 zTwgi0*|CYV=42sO4M1*sgyV*wmQEGr;)HdA66dcZF9)=hPYia@l(7xqTHNot!{VdS z!FF+|Yo!7e;1+t0kBEEIifDT}O3J3Pa6ga;g)6CpVXV;};@2hpg^GY<9NrL^A3BH6 z)mxk^0Q3dPFU{arK7Hd8*EL?^OoQy1^(9Z^+xC~E-aDV=^W@7ByaC5d9nxj^0(T`*qg>}{`-8C{wSqui9|<67CP{W-W#&Zrppu^geHOgJ$Ve7q`j(uR?`X4xDC zmbvXz|DB2coePyrBCG=G)zO;HoRM)a&NDQlS(2!%juzlUpk3^xvLWHmwW=W0KhFcV zvaH-{TDl1A3rC!|jsLKc78FoZsA(#EFd(Z+mJH`Z!wx>wIB57h%abpU@ukXAGcsB9} zGkyjH-20iHL0{! zGuitj(y~wbfY7dK<>IBNFeyED_m$?=lCOi_Drm*>R@(yg4?zN==W*S&%rDm^x}~zY zVPC_pyu-0plEQOhd?UZG{k0^6-@L1XaG*7l`VA}js|HUYE|Y~r3$JY(Vk`YUsk$nJ zT_RByj5QW5HNTs_$Lal~@*lh6v_n}ao-`*P1rR;dymN+^Q<(Mk-j>MjLEy;F!sn9~ z-XCXmmU2v9dV)S)*Z#yN*uEYo(D1;w40Hl?^~;B;HWz0UL>Em zPhTG4Fl$x3*d++ti5LBSl{bA7+%MJW-rL`olR_8p%hV?3sy39R5M|<9)IEjzhQWh) zcjK|ivbjc4t7?<(-V8MyBE?%Ps1)8P>_R5evVQM>Ip?PI*>}Yu<|?e&68x>q514U8 z;T(}ruI!HVL&M5U>4w(l|`fL+#I&ul{VjIZAkxB;u1kj2Ofz}*M@GnRg%D# z>b$h-u%fOn9PhZ43}1`7tpNBg)&FLQU15axZ_x~?toIfk0qURPEyQ@o z)$_|Q-Uy&YI2P*2W@^K6q~^}THd(61kN|k+rMTR#5op-x&!}B_&&nG>717{zPC%S+ z=QQw|Ho)*PO;b8VOO!4V=9H4W9rX$*cV=5zeUgZ}k5%XwX~33xhPrhRK-!6`Gj2~y z?_^!OJeIoGgsL6`{@r0VD*L}%jq#a>XX|A_q0o!d_n zB)`XR1}(?N@{Sx~kDR>l1%1h9;CdN)ZOz)AMH2Zz!G7>NIuUe&w0A#6z%($+Qj`+lTFkioNZCvDbNUrY71fzObH6<`jCRgBsjKh zDC$u|93TnZxX;_LeNs$~B9CS|NlEtX66e$ZS_5t7tKR$olD@Qz(^a?0c^zV~D)334 zF|t*ESk@-Rbjw2x*WjzJx{M0IP}eNC-Q-B9Fl*n&*78^;6y;QFYjo(ihx@-o7=kHXeT4Y?K>a~@q$>CeJ}w}bDOClJXFKD7{r*pn|ft2 zt6fPu{1BhCF-S3Ei$ZX@C-1>dVXE%BH`%c}^UG4MH%PB(4fVkuBTG^#2_dpy&Aif(raBujFiEqe{s7!zBDKKmj{j6FPfq7biMrH#<5{ z6GyxM(r94#4-(+NvH`6B=~n*-8^HLV8x71H|Cepzzpw$!tQ`N_Y=9fMGOG1ETjm^5 zPG3Pf!%w3Dw;&i8l(c4dMc-M{%}qkQIH5p*O)(DQkAH9=2+DWq^gH+W@n@G)*Y!ol zWtXqohT2EfdxpaX3q6LsWAM7r!Y+M*e+{8LPEMW`2?7v^2v`6=5;SBOG}C``5=zZ9)6Cop@i8=&CA0+JWMcF=?kBB&BjEQlF!VjaS( z6kPlsTOgwrP_)2@S2ZYG4NQ_bAx-g-^>rY0o1^oKz0z{ zMA#Y7b|GI(Qt>`udWQhduYjmsS#djh5Re`qTX{&R3DkZ6Kn_79povW&BN=@EE=aJa zVfEt}V7{H|C7@vNkZ*+Nbe|G)0E8+*QiYodRwu$TMRp=jO$eT(a@tDvE8iY@9pn2JsNkD-3 zS8oQ9xIY#WRKmXm5Pkw+LUTyWT)kcyZ*Icw#J+BQ=`Ubk0((S%)FLo(patl_SEAc{ zFfRchaWEK^o#$@!?j@*mL_%x60Uyg^C=&+*C&h5RX0WuH^ zO}BGOrK9~IH%=B7@0Y3oz100R)uKLv{jlCTI0`DHKQdGeBDCoMmIT}mS)_)L7}OhE z5U^k%Jv+)iNKXPLkbNMrxbLJA92k;gU_Mg!%(j0C8b8#%>?iTh6VAOMpXCRdA|3p1 z>&6d`1X!>OX#lXJ*UFKD1T|s$b%a2A`#sW~4GaYa??9-L7REIa%x4XA&1oawc1Tmh zLBuv*Ymqfbywevp4)C!~0 zm^aS9(><1vZya8}Z#CoEG75U6J|;GEHf|T;3i@${xj6gIHFRkbyt~-s{7>x!$J^Dd z+m%J1?fOPnx~FLIpJ_dSy`!|G6B8rU?wsY&P^H_JltXn(x*%biUrSzN^wJ0AtiknY zbv8)nl3ToaUwJA`ce{z4msj>z@73Fq^LTJibQ*W7IJlx{5WTFc($J;&+wWV8)Gh~3 zlTj`sU7wI-MIDj&bE#`q#u(fZSh;=mB0E@Zk-hH<681-k7j`Cb!&7%n!sGSDIdQS}jM)aw8zI(y~l7N)Mu*6M4^3)ro!VPB0<#jhRCdIJ$w8$%c2ni0Hdc`HNy>iT&R z>z(fQKgMd1P+hzcIjh*e8YWrPeDH3SDC0>kcqE=ZjxQ*0D2)7|3^`{tjW}ow+ zecu-!Dz=J(s3^j@$SG@9j_?#{cr9ML|D@qtnCkRU>mbBPMo1n}asY$v=qP%yZ*JZg z#4%*rlhC)h^u8e;j`$F0Innj^XhXp|x6RXNv~tf5)B|(D_{gieSQ!FK>Z}(r*ze_! zO2w07tMdzcEVHMgLKk`hT&guv`MHz7qD4(a6elQRgUm*iJr6AgTJnJnR(0kU-EPXX zH;i5qz4QY8y3Be>K%ycT|_?Rs$A60W*>9{;if4~4*4%hZ`|XW#+Uwg zgqlvQ;$KH|3)8;cL=+`PjuGOg*rp(x}K6n|(Y28xi&2Tkc< z6(ZrdI>|DpG4-21&#zZ_4&Pcm?w}(+6^ufrn*G5q%Hp}l^-NKq<3L^ejQ6u|FC5&p$x0o$ z1zTkMyF<5+k4VI?u&rHsB66kTd~S-A_@qU3P@5ZCCdGfh$3L|KMbD4+SH*u$pl?I> z9or1fD@{=OcWidTCL=mzdE<7JMizm1JW`*dEmhOD+C7h#YI59>>sC1I5CzFGy02u> z77Cx!noy2r{ynYbGeKgVaIP%0FWvGKx%6x2ElD4C9NE|6C6e@7&m1+0xNwOF5^-HH5 zF;^-=#2wnztY6n%R__yZ3pZ&%{$CS1nSFMLR zAHJfK=qtmgtHO|qwREXRW%sdV+9~^-e0DgKx$b3KZ5csKiD0zUyap7(&a{DwllGBq zuNmAIR~3ad0Zs+wMlYrbv+2Il#`_Prxx|<{ZFfyW5j8TNFrM-jIm`$9$!hxK+l23N zQBDM(lE|Y&RN2GKNmzr4xrU6d{L5~hwS-j&S zz9IwGiv0c(LsN)ti`mSIugxlEEqpPYI}?)lXl5RQ7+8Q~FF%Ixgaq}@b>>+hxhLsU z{Ti{NO(dIB`PUU)UGJvu=x^DrGwL@HA)jEY{JJ8ApY-2Jjum~x}_$0N8)X5v!_ z4`V~b2zm6?Q3%}fY4o84`gzC-dhp=JSA{OC7AG0%tXS^aU6 zpzG83Onk9^Slb@1I@STilr?Pa<@0r~r=s`npXEY$x6H%OIMD;|$tqM;VeY(@|HtC9l|;_(;z{3@~rXuTf1 z>Ya!OPVjEL%(_9@$wV)QMbRaKV05BTlIp?|DrkZ)$FH_L=jWexM2N5 zZv|hq-XK7I9?jO-{slVY4n2EaMXIVxDZ%5^Tm#Q}fO#O&$?6iL?IxWAvwtYJ9>w(z zf~!hxJD&mpFHM=lbI?-JKLD|^(rs|zI6OSM;qd{7Z6#oAGUZah!Jc|ew55#iO`*(Zg$ zk;0$|VYEqeww>AMW`cGjWyj(jy{LQfAFA6{IvwkFq$?T8P|dELdXiARSCpO_VZ&md z#`+l&8|~7q=w)-)x!F={;xf6sbJ?X~s*Tum2_{{yfiWw6C@p`oM!J|9f-o&iu-O4= zs<*cea!p}6McLr{MT9%UUTeS5!7|ow+db z@hAy1Cp%emKBlNO|6U-x0e9sd%JCv-?hS03>vpHdGdS5m`OoqgQt85GPsr|&I@e%8 zH4S%nm=G#(Trh2;UhWQFXd2wPTK5k8iP>)iTlxY=mYN^iJQ-?+lP#t>Ljy94YJ{)w z4(d|>7svn^d*_stroWM9gMlnah_b{|ZLIRkgc@?JakcSH^8 zd!<%&#ir%3v!XVhy(`^C$VhnusJ7dLW7U%KUj>naJ!|jrZ0v%a;1`y6x}n_3hlPzP zUPIfVTCvzmzE4jGXbGBjGIhB8(Y-bQ*J(UCZo|n;aOb#-aTp%o595bg-KXC>uB>H9 zWNZF-aIz1J=EHpLb1fRQWF|10l`Ec@qT3s}bM_ijA2b$M1gG!5En*;n=NB|tZMRqS zfK-d;n-iFKi}M{}GI(N(u!sqi+XPZq2SS4pVNr_`W+v@N=aGi?B!S8|>CR0^T2OB< zbnjz%0~-(1)lGfLtiLV^HuOF_9RZQ7y~5Jxv~=?pGe?t5`|086ZCWVSaT)hsAcyE? zBD_R3_iBo*R>NkcOole_IJ;4#R!(-I{gZ)EF{Ki|%4WX1Ov9GUO@?#Z4w$)8toCk^ zUlVdFlgXxd+=DZI8V<&FYIwVzXHJ3^B;&G@Y+nv6DKGdZIMM?g_nnzt^u`KR(uXp$ z&q1MXo~Xu(4=9z^Dl*rgVi3+oaYvySaYnes%o?=^7HOP zs;L(Q1k*U=IKgJ|sC-LESlXai5~oiPc5h3zzOY*d$hqQUtIL;fvg)qYP5wwe=Yx&d zm2&?imk|rH`~5;zbE&Oy?x?Ji0KmB`3P!6O z-JfV(WsQ`_8uaYWYwPLLnND(!1`57Id}a_^+;v)|!~1DyBMl0kPyPI*s@`|Ty{ytzjU7fm21=2@j!+-Au9a5|uIjQ>YMbw4Of-9xT3|wV! zZ6@+jZP&-fpS(}$bONR3xZiUhCRFDKq+#5j)JB#AJ;M&czI^Q9k~SbgbRVEaa?jXS zND|a#%JuFVLetgh)bre~V~KWv?Pu;j`%cyJ^>dl3^RJLpkk#fNjLN%G!Ffr)HqVM) zlPBQdKJr_H-wO1EIhKf5Z!NAIbUJL6iE>c#Y+Eg(WQN+2-4y2dj;HnZelI&9-EjPh z5&2z4NjE(#yAinI-|TbFj?9K$yF?~2B5)3g=^~E0b+*99t7zMKULq_`(xqi(G_|{N zTw|g5z+zWf(>RBGt*Offv#@>3e{C?s>(QOKm0{?KTzy!7?bc+xqOGmk@SC?b!1zo> zRZB|Hk2P?lL!|`u95qhEOar1q(_6W`G4y41=rTxGSSwU4^;QySM)_Q04PXLeh*~t~ zE!r74UpTzWzOS?c5zJE@eh~!jRG}-7; zOG;km7hd=*l0n-Jr?8$74e0_vJNc3AjaK031t336_+up-cDvFIaW}xv8fI^M0pV;I z)xB{-3e!y!^|x8ZhQm=QLwDj!1Zj#TTCO!utY4KcJ^3%KWG?y5@N8+PD{0q5`RpLc z`m?alfbQ>GL`y_(*4$iQM2vM6C)A9^YwcwtD%=!GyiX2$n2DTybc_eVnI{Fjww`18 zI=S?HqwRg{v?kcu&&(LgNur;cR~gjxy`-5$MG_9{v;M6KBRt2dl2g=WVpJbsscWyq zy)J?F28k4^1p7*S|Gc_GvgZlm=|(4%FHvD8CuGByl0NOPZE7x`p;J%wx`y%1O zz)-<>iq2SY&$K_I()DwLLKhM#i5rT%(f49yi`e;{cQOs)t)==7s-Y8Qud%|*dkAf1 z)r!v9N_tL)c#4H2pQYi3EkBSuZ2Kj>2*;FSwKH6xVw1=w?Z|Pd`D3YZYW+6TTkZLi z=sZ$aH^aQU{7xAttDTFA0{FMm5kgA_V0uFtwyogq5SXk7QYvIGYtVXU6*pEkvMi3= zNh1^}>vea!I+-JmAfW!5bF^oC_PMD&3v-ch6cA}e?#*$ub3t6d~Gf4YB0iB;7-C8ep-((8?6GIPd0gI8;m6*h&8~2(_V&gjX$)JIS zTlbSElLUoNu<}r@H1Q?cwjr71XSTd|LEp=&G_7l_hvUn#p^gn>gyW{s-Auxb-Yz8AIsF1FfDGdjMFo|Nhu>upx>yz!JL7_mnUv4BjI`KnsE zt5?h>4-(^Z!l3Q-3f`USlMjSw!s zg-5TmvcjS?CPWcj{Wve21`ML28iA5UTcfxMzzg;@LOGpJQ)Z?y88J6iMWwZ(Bv0SE7w;>Jgg<F;3%l5SId!a_ zwyG{QyO_%MDP$GdWWw{Czrxjtyf|6q6<>R&L;A!mu(}oLS-50U;=MU8 zL8&{%)Png=ms`Yt&v-GOkS14@jjE)uJ6knYJnpgsiy}PC=T=xaJ=w}jrfc_ZoTZr3 zw|x=2Mf>hEJF>m;(m}-}szl9FDR^*iqLJI|9c5VU6{4;BkP%&-=ilfA60}p^uQQOX zHWkN`R@LY=?tM*D!ZeD;+uOatPe7G6AEuX2vZ?qBYObxJcz^&^qw zDs(G0w`u3=YbT@e5nvK8gdS04W~)wf*gMhkRxbm0Lyql2+0%=DX$B63+14;y>l8{a zd0}L_xs+N&pgx`d1!qGYoyol@y0(r=lv_EG0z+O%2?BT*`uW}}#Sh(zq(ix-R&l?} zX3FdLKcjR;YK8dlT^>bs@j37-9~PI$dP+aFEfE#6WG`)|QRS4UJxO$%pY&iBXBj+P z$tJPsdl3g+U$2jxX5I2iXxQqZbo>D0su>6UuRNOlzaj1a)}y7Q{-~<_he!WQbpNk7 zn(03|nvs+F{}+ztVE%vPXj3~ENBaMbN&kmH|Ia4P@!vl8zf78$_1|X0|2Q!bvU0Ni zmr(zAlV;=KVEKP-(yIS94|G~fNJHU^O-PF}uoUGxI+ZLj!7=qs^)VfRpo&F=B*7#s zL_sYq5D}@Mpe&%sR0J})&tHCazP`OyI^4RgroCojPcD6)AG)kwYp^mRsksYtcCpP- zRZ)q-Q-4*QXN>{%>q9XzsN?pHnuYdx4*aMCd!yS&BY?yte%Se{z~V*@Z!G4id#CeZ zgDu`YfeMlOBU*5VN8@6`qC)(OH=>1)i~%p@`9hlI^40rS=yrLM$%jHpFhx!}+`T-`gpM;BgO8gb@ z`SmrNCr-e~GNK|V4|*Ec*8wcE%V!@=u!;3rsgnnc3iY#J_vadm&hvYl~x zOxT#mzyc5?O0_(g0Tg(a#lI+n;QFHe^2rai0%fHL*Z_p5AYz_;*;oIa5a9sqi4g(H zp5ES$hX4aaU3CIRg5Z-{c)?!%+q9}!M^#ah1bftFh}%j&R#0&G!5vS+(-(DKd2>J1 z>)Ca%07uuirNG8oj4|Ah+vgCg$}hA4cHr-p_JMi>^s(36m7kd9p~|1d)B-B%2tlV49kzv?md+##=fxxd?g2@ndHfx^N#2X+$6 z`}fY>nYK*=czy3NMSyPEFy(k45kD{9UMApYf19yPFyG$X?hJxuoK|FLQN#S$zV6VW zp*aH~Qc%{_5jzfjGApD`7J>*!n2?@~1!m|-gctfTX{8!3@jb3%~anLm)U zQ&$Ko->cJpP*W%YfjId-h`oH20t%3rp9Fke75ezEaiIvgalJbBUFP2&MO@IKuHVIU z4pbI|s6heXAh#qVH%0y&kh-BWxBfe@;DJN(=CpiZ;db<(r-36tzSAgiFaz&}eptXi zK%sAj4DK3V_&nc>eph~0nD7YxgFs3s=Bv}4*D7v1xT@5RA5k^16LI&|>U_wk!!ib$ zK5-Uf^PqaBqEklj$qVmXr+mLFVJ>N8oO1TquyvC}*-J3lb3g%Hq*>8bEWqSpwOx3g zE&1A8(-QqemL*Nt-p6>>NY{d!0;?5+X%|;sK_irayT83s%y}K1*2g}JLy>pqQWiQB z3k?Vb2vY|(gHfZe_u09zjrK`~qMYL)n6AIfN1qY?U^#};wK*q-025^)kU~4K!R$kc z9SAngP7nF4t9xkJsB=WTU~R`~kCs=JUNHC#rJ&BBMX$Z14@-JmlGH80=BO9Mx1)uN z_uNU=r@gLMTf)FbpW$PrpW7|zRQQCUSMlM5v0@g+ z07?7yoR69JOQVsNsZ6J5dplvK_lH%?5nXX-WWeOtb4JU%cp+cotHk_B0fIclcFw;# zl(G-+rR8{u&t<{;RVha!UqqB*({+A+0=V~4a^HQkZ5l(W3uHolst2j2hs5+9` zER^i|R$mJO(?>-z$d&2T8zDk|KlKaPh!3vHw_t)5sJGRUL!L5pZ1WHc38hMgCJAbV z8x$PLchcSj;yyFId06CD^GY-HDmw$O_a|YuS+jt*t>1^TB$ZMmG;3tw@JXN!3{eN# z);SsYjtC;|w`=K)f;W5Iv5@D4TM|C9hcq<-18N}}oux^r1J8Qr6rahJJ3xQWzfLlN zwM~3+v$RxQ)`2HPeE4bgPIyQzc=6RB(^ao1t+wK^i6W%8HrkH??3O=dA?M*14VCuu z^eX=Db|Q)*O@tuZcURNqO2F;JW2CMg%)*R<)$2IdTe;hUKaYZ(5FX9uy0%ar{_o3d z@oqm0g%E0q_aUTz?a*oPMb+b=f*c0G4M)vb4Yr_#85uwC+xJ{}*SRQgbAT{9U*;+{ z`E<*|C$#S%A;Dz#)pfs|*Siga#2x*nMs{;J{CAIfY|G;P+za`#bsJLiA+ zCh0`?CpnLd9^wriC2|#chT}F^G8u6Ip`9i&9WjXynl`X!Zx?^}%u1o$fH&oQUeaIBA2@N;q#M6D%-o7h7uwK2 zn?lYU?e+|`|A{3|J(SCdQx0Y{qL!#@&bZW$@VfH#pNbB#ss&62IP_F``d8+>4NjC*fg^~oG(N!=POv7f`)=aE7 zrHhC#oj={ba=(=yzn^X9iUs0OwP6F&?k~hQ!f(TyRP{XNykyvebZaCOi<4r&fMcUc z3C@8MON`DYsg!VQ#j|6d3J2e?f_oBI?oravT%>9#eRbCanyF9Nb{iUK2%I8VcteMF znU)X?*@nrbLE^y^t77mUDnX<{zoRqYa*_4FNIIDIm$NgLM73N3IhHM9cMWq+pLpI5 zd}@;=PlN{l6bUSLrN~tTcO54^-3a4-Q!!z(qxSElyA0s8Q3S(6obD?&5 zFeC?MBc;~THl7+T5;sq=V(Z4g;(H4vUxawW9@|n|GrFZ}RDP`vtb1(?P zc~*N<@Y9Y+HuY-Ul~O1(AcGSYDP!QoTQPDbXdUp6Gi$2BwJfVK|8rI}82 zJT6_sX}hf&T&>Tg64SBUoacoOid1wu@?$pBgABkHz-W-r&y|KJ2Y|IWmy??`KD+Ss9t5Nv7r&0mA-R{@S z8OfQecxnZuC1slTbDhG>%!G{~K-O&u|dzLYJCEWYmqj+8^|xMkljhH#tU4A3`5|4tMA@um3tiY_2fk zbwSiLX;N@mpHs#0(rOl#_L{O#$RkiOcOY~%qsoL3DtmIbq7N0()9jQu6*uYJ7iMgb zh4rA!-CRylpsIP_&VHBR!;0kZAef{}?1)fm4s&*=MQ3lp^nVANwdSBSBF4z*EuO&% z3bEIeo^o!$246;qX?%|rVQj?H%7&wE*fyNtAX4KVSM|)-vY~Yu6{>f;s2$q|k{PGn zf~6ofum3JI5%2BXQn&;$iI;^rFwnfFJzEKb&fZC1Ty;c^!KHJp8$9g_An0(gknnW) ztZQid;*t&g;*6BTeVA*1NuZT3DT0>1Dv&#%@CZyoDYM;6OL6j*d z3a!8wz;AK5?u5s{4_LMgmccwU*^~M2M;j*Vj+i>i1Ae;S|v&BGfp>I&ffo|JenaRP>Ii2=Q zv`sPrl>M$5NpFP?K%fME?;uX_9o3P?bL^u#kwJbD8&oj8eXa|PyZ{5*aqK9AA=1nW z%N7<8#sH50fSQ zP6XDBKa+SU=Zk1kJ;TBBLsdP}$q2HuqV~zq-8!u2GS&>on_HCzjT&g$ zIph|jmQS}%{DH7aQn-|!Xk-*qz$`-7k_NetZw^uC=)1}*&S-5cW_NVHTLw}N@Whmd zrmR`yZsEPGej0H09A(62`wAk$ccd~tn$BfGk+v#h*c7Gjtv{f1GQ_Zqwa8q(om z-09fcGnmpT)$FLl-KG=%B;v%| zF^}N{$4O2S{maT(R>K2OY;PvjyY9%h68{B^C!AGlqZ5TMg=D{Y=69E%qDtE_T9nsI ziYRm}tNJ*Nl9I3XwQ#q3WPU2Ct^qn374bKKX{UrENA3FCQkWKTZA(|jOA4zSMkpW? zp&DQFf}LT@EuCFO@J`KB9B=F<#ScrPXGDC-n;m+8{p=jF>SOouO0n9GOY~|yF@$-& zsy|;lhrNOWnqwf(tgr*=`Z2{cz?OkALbNV@^aWS9j;~Xoh0d7<057qQHz4cjz)Jf3 zUCqr_dqK!D`vSjkX>7@ys&Mf#Gq0*;ad=i_gutesujYZP7oYcpchQW&$G@l?V-(^- zZ_dwfhG?Hp;VlD}uc9saQ9vkdS}iqFV>##?S4+DTCh_-T@b7H9|5gypZ(&o`q&Qo* zC)sergF>^@G)XBmU~FPNgk;n6#N0<`&q%sEu)hq;>U6I)-Ag2v%#&j>aR~v(@Z!L# zf7HEZjdBjt{)Ul2shvydBQzN1pZKdpCp5d+;87Tb!F(KLOF%ifE40)%eF!t@bzH4l zu`Z5_u5!~XdlK`U>&<=Tit}%+#u2&mt~1+ zgEHyqyXuS@i!Hry4P%L40n3qfnJ|#G{g573%#3f*OBELUOMqkuh6XL0o>jP3hS%f& zz1ygz5YSQm$Sg27QZ%nUR}sOd%Y7u@+iz3^Z|IC2p3`CnmRw4$X#C>mH5{&PMn6?d zV)0;iF6nq4Rb+y-LUj%qEawbnHT4ZwxIgnmmF1w3xocBJDiJvR5^LXvFu3&*(wJ@KZ8+tvD9BWB+bMmu;`Oo(DOZ%u=f=2$Sz$ zw|l+T$`lkxe8I+p>-_#p`Y7xsQ5c3W~+lD5fA;6u*EEFM3G4_*d}aHO*}&DC zc(gGHe6kWCp6DwS3Ulm1yH6@cH!kZtDDD+I_6R{2E{MU!*?rx-{f-)c0Iy^qXGk z0u42Zyg&tWd8rhClXnykFGA><50f{o1E=4YGHx z`yfrhsVhs&Pue>$QGnxh$;Qg0&%@Dsa5%s)_tiEEUVdntpSpZ+q^u&(TYGd3;riMX zt}PZHKEFb8axtjHj#C9LRhY^T6kJA>z8;2IdGF^y8x)QgFALa0yo9vcPHdcAoL{V$ z+GFPP>vWAn2CQ^))n8aL@#zous$^xdT!W&z-=8SVi{4=n+*rF_epxz1$3v{=LaTQ; z7UkmIDL$Z7+JFJ5v|W5oxG(WvZmB%w{(t_Bwh8fdV*K9F%{L-+waQ~4a44l*B)+_% zmXTgsj$+8=@QFVmZ}T11x34oko^Z^l0U>Jx*E+0|{(We!E=@=A6w0LP$NVwwDDHT> z7a1d%1(Aca643}SN{tQU&+qF(?Bh%G^B&nd_5MZlhG_}%x zUL#&}!(F5-A2~yAq+=cn!RHj3AO?|D=5a}Qq88j1M^1q+U?#XUaUgq_d=a;nS>W`` zIrhcG$ZD8bH{p|r)M6gYC(A8FiH6_*(kf47y*81Vc@NF0)&@ZBt4f>2-zq-CU(XzS zOc1?!lNw}LOX6OJNdc5@yUm9^DpHy>{aH&H%N4aq6LgNhtyD=IT7~|KO~yb9R@(V8 zS5qzf_bBb(C=J+9u`6_FJTyFc?p;OSp$SPJ#l{pM5GorC)P`^Lni*f$DYv;H^aAGI zzXy@6aDJRVu5R6?*>c1&oF^meg4^>zdAkfKfkS^eYa$8%?(4atM>6_2s;^dgZg8}- zI>sB99({48Z=DZP`YcE#DIF%N4va`%GkbB&&MKA|GG@W%RaO&(0gacyqdJ*VL3d9z zJ*iwZY7xH)|5p;qP$LS`3(5Ta*79Z@l$-ygPqtyox8G{4V6PG;6C(RZxAF^zA?4=j zla8Ze09QHoZiyNvs1*}B>0CrvRv}!%3E4PSnk?M&Y0}6vY_IAyPHvfNS;RtYdbD{gpD^5&dwf@W`PnlAK4QhKxnasM^mGj1?SKx%(1oT17$*Rzj zBAv(W_CDY94u4b-yZ{e?&O)}!=yAFtzkv&Y10;X^xuG=>UB>8i+_xYBU+MK)NP_iF z^lkzSWkFEZ*F9HWyH~16t@l|&N9!*Q$wSkSr>051_^7Ji_h0GOR#K`Iv_Kb>zI!VU zKXCdBN=d25&~ML@FV5cv6o9phw1UYR7y@d33Hb z(?e0)Eq1;tq(sTW(IMW+m|qLotF)y{Hg%YdWiw6-d5U z-Q);9_>`GCafw?7OUG0{VXH*r+KQQLB$hEaV|8{^f#A7maR{xQNg=b@L39C#WI+=U z!90KeO8jy}N`8XQ5Uc{e!6f%m^$z>!zUq@ul}w@-IXj)&(m@&TQ@qC&Zf_FeA3qMVNKQ74VMn`SF*`3ba)opk zYO>#Z)eQiP@eD;92r`6b!vWLzTNH(1Yf`Kp4)l-#CxZO@6k z=`-$xpBCT2K}hr)d-_y^uVf6jha1h}#XsCKyYAyD?!tjFo&fIGx?#zCoDE#kUaf0- zLh|XNWy`GA11))V%?&*-d8ylsbFFa!6w5__0Rlq=cZ?3Ko!{vdM0iT(*1u zG#g}DoHd9jX!(J0JeEu6yG21UtjP>j&An)jejG^3-IHKN^}_dtMXCo2DXq<5TY5}^ zF0gR{1+e1fSGurZpS&52mvRoKKorL#YW5&KyjOoO(lyD#NK_vB{eC9d!we6ZCIov+ zqkK5c>R-wtg5A1F2xCfR`0}VtZPt6gsKg>sPx*~eS}gGJzoJCW|7L6dJ4#fP5>Zk6 zkG*uofAsdhq(t`rE7{7(^lyipl|cuZUeL+N#Mb#=MD?G~2^-jpn^>5c|2zJN5sH}n zk7vIb|Kp*Avw^jRk)W-awF%*WC0p75pOdZs08?v(h zd-Z?1AqOKf(|?}+yBl&c{(o@8rhjf|g~2908t!}o6v!eR=Ij>c49_qG3%fPH1tJ-g zEY1!xpBU(zCK;v(t+-Qm!h6Dd^PfZM+bh>TdLO0*EA#(;3WjI|q3O#b$l}w*Q_8FA zh=D?a+&KgYbODi*^M;2pzal{EGXV{55iyjV`kk5V>C+&9lA9d`Ferry22khD2;lP( z#^q7Q#Zy9p9)bmkd>cUqMS&bubrH4*xX|T6!$P}4FpLjq`|KflK_G~v{@@1CvQ-J- zBOwvR?pzC4U@+hs8i9dTXnAn>>mXv;RAmQrFyKJ04!-CSsSn}u@Mw#+w|94Uw^wOz zw(Hw_L8-#$u@4Obm;G{u80_wA>C?LcVXe~c>%}<$VE}%@CA{|2*GbO_YemC_6#<$- z#9>&(+uMa|1{(|r-xSa>Va+R{!F(T8zlsBfxUHQ7@@RAa{vSbB#8W#n8XTPTs7ka& z43K7sb;0a@0U0n>Is^g)_&l`5=d}EkMsC~Y5u~`fp8!iLj3sz{@kkW>Jva{qu}`a^B+-GARZn8t?(F#zu49Y0U+NI zvHtz8e#S%7gG77+D2RdXJpX6EH3c(htF?i=*^b}Tzbi+rH36~pp+p}yp+BnQV}0KK z-`U>80&ihy9H1{fCE;6uiweYs5RcBcTIHod$SSZ!S@*+^aBv%qfOlVuCL#h( z7{Bsc(8Z4?gBc`h6_``lr>DGsHV@(7pHoCFlY?M)mQ5t@&uS2o)Z-nhqkJ}o4ZV$F z8bZjXz`<&7;BcBh;vfQk_(Rz1fj+*>m}ApmAs&R<{^8Fc0j>-jyDL7>_dxCawz=Wu zB)dD|Km_p{@PUMPJ3#ax{vHEAz`_2T@**yNzdnftY*+mz2?<+i_C*7@g06VJ1wFon zeh~NVFcW5%))u}1w;%$xZgm*@!*4iyVuay3uUdaZ?(O}9ek%Wn{6Vl=zBi?VV{cc?(8U z`a|5c@IXOl%4H=Zd&>3M>HKa_|2<*mkqT2z)}i$i)beMltkq)uY6X}bor)_->&ibQ zuIPp$5}^nO+`O)w^Qoxim+ck^tWdW6MtrAoI`k$_h(mK^I9>M#nh!QOb?PYbNlR0! z6{rfqrn0mH`RQm@X!0}zn&!z&BD21`{k(oXlJ7%*R{JZTOgg`VTxsF}JS30wF3lbL z_O8so#%rzW#RHd{5_b^;Y1tr8K@PU@OZvvFd?B_QJ>7QN_|UFK_GqT)Rqwvv^Is{CLK>*c500DhLiXU+ zs+o?6(vs3HPt)^cI0SPyDRu5EF{?mNZmrQQ<7%hdz7B-5fvyS7f6J1ys*ET6KKk^Of? z?4&Lsn?@vmgY6>{NEe1&xJ@QOX7_=Q=OmC47ITq~=ZNpz-uGIpUgAIxoO1_ExELU@MtV@8?pV> zI!5J+W!DH7zHr_6CMG$pGdE$ewh%Od@Ok9$Im6&%wwQTwfymKkbUK;PC+aZ3X6SjX zdV5GcK6`3R z(;5C*)Y`>nO1DT)N;tL3tVjNG@;VJ$HyT$6OA*2fFC@e*Q+ zMXHnbUJk-)M?Dl5C0hE|lv7WsdggU*9%{e%FtKp07Lm!yuZC5X%>tQOx;5F_cTo)# zhS)Lxr-0R;$Jd^e0^gM_*FWpbrIl%{?(1k@$!`|fLTgLi1Cl>tq^7jqq0yKwH#4^K zdCp>#CT#K?u>xt7LJNZJ#8f{ur33*9RcmQ=h4OW|5*11HO8wH&2<^Nz>R2v4Eid;O z9OtOAmQG=K>tW3@5=`bIDC*xWRLlD^#+l2S6+KgD)W1z7h&IouW(Ee`4CzgqmM^;&KH>$?1Y?< z^LERJxw`?I0%(i|Cn2F-hg$lkpYGz#gz++3H?E+$9^@@g*_}rUe-) zshe~s-A>Z2K9#SdYF^@Zt#DucDP(rQK{e4L_h3j65z}@_O#0G@V>+ItxeTnTwHOd6 zjlH`dK}M=^{#kxFlycpx5-n}!Ve8eWB^7| zNU4=4QDTabUM;0=66ZSeD%NZbhmG&Qodbrio&<>@o08*zxa(Zw`e(WqIAOAv?>g4e zlX0|p=;+x_Ukwikt&JO4A+IYvPIetdS{SXSe412lF4@;H>Qj~HUMAzy-MfMrlNo7d z!X)TqBwt%~RndnzhyXrvjG#yDk%s5W`8T!6 z6lWuhvJ*pMU6dwA+N2hEViepa2Zkky@3>jg&fLK12(!Q>af^?mURS9h9=j3y0CTyd zILX8Et+W&4g>775!_e7@IS}<{d1enXwzAVTWFet4e5Dbls}Xd|;NAGW87PIqDb#jJ zL>?a2U=)`-eOGuA-oLkMTBs(qDW{#kIgP}wKH?J`=BO(G9PfBZPknpN%2n1&MixYn z#X|`YV%)WvN%XfS?=&4~yg>Ce6s1_4*c7e}c@g_Z@p|yi+ZWb200^lOJpf*`=;9>bY6jU$IjJH{=VjSr&2ZOpI>-(?ZUJ!{O597x#QD z=1{8TP+96~{jK~-oV}r7vtLA#tJL9IEvZQD%`<89S@1lc=j3lPdkzwD7gKi=3S5lY zi(JVk1Gt}6-ZL#7nJfB6;99`|mYW&C=FmV}e6)Lm##SY}x z+XQ$a_M-@_;^6G*>S1)i?$6`s;%uS@#+$q30?0+pIIj9`bdLo7v^JJ9-;5mt@_ICy zl36J}fv_67?azJ3#>>xe>}Jx06Katx;gjsn`a6BAW9)hkNu2vJ)~PH;aOl43NwiQG zJd0MV-^UHNtDO!l^wL%ca|E50FVl)PM((G>NG-StdZ0NF<>U&{c$fzCxH#swAQiI3 zpni2+=t3w=Af+ffg)vq%RSi`lydKseFxV-ot)BB9P)j?E`2bFpFU2An&$o6)bb&DC zAa*15J(ZxloNazckq|5LH%6>)-@jF>VpP%J;wziF!r82P8%StKU+dNg&pex()`z_+ zq#0pF=1IgWjFN*IONVF;2~c7+NFAETn8EY$*s8`al~TO{SbTpOlqaOn*0R2*Pa|%e z%Xp(7E$c6Bwp_R)jbIs#OP8vOCT=x5J62W-q~iZ|xu0~0phhJ27R!yn`zFq6{O%j* z+1_>*XdfmyPN(anW2DpUD+W*zNPm$4IWNk@jNna`Lfk#@iNJg~24ACdBq|g*)cdHo zw$9myWs6nQ!l{1V$$vWRD`}uUN^Cmp-M{`)@5(s5l(84(ai8RVAd7;@3YPdOE*P^l zx^jqvOKXnjc{c==)L-hPHr!G|f7@R}pcW)J3UqL(BJr;KU7g=AW4%*gwSZHng$f04 z&Sbz;_4GD0*Cs^zSl(gq!CZXcc9F_}Dxrchh2Nhl>MRCtRZ`vsIwH9U6rZLDT^NGPL_1hJ&CD(BAEH=Br`1-5a zydU8<-CzdqFmEw|Ag+_3g#ipl;uDwMe8nFx6qar%1i;;^H$3b(h2ppW!1`U&d(Puk zl!jmzg=UnXdpA|sgj#pU{G_(3|PUcU)KM zhvEK>wY?r~Ia7W;gwNd*Y5djR&pPJ8IjrRm(^@Gz1g%$#LL*@r+x#j+@Y?|Ri`yG! zW0ZKc@k!`V6+tE_Lg8$fSp4&Y+JCQ51w6S`x zA4DbG ze;k~RN9e_V9x2U|Wl}HB)Z$z~z~Ec<=^8=$Xuz2$Zo3>16vP;Y%vtEt=;;1^TmE`a z)vnwnqsgP=GV~h6;w!-(LGSPwrX{o%XW~L`e=bU*V4z1`~((X*~m zzUeSLhGSP;)zS9_e^R;8c#*umSC|&`pQb4k1VAbgk5yuOE|pm_i)m0hGU1oM>zVFn zgx(icIVkUi6hTt9npGvp6rl6QTpFv`zIx&^Nx=>u2|AkJu@5%Ook{HEUV7(*)v9kY z;CGIq8n-nYNywZt8F7KFo3`W(0}!6p=}afEL+nZ1>)aQ7i+#>Obxx0hm&BjS)A5gh zWq{`D1yj{owd;6qmc)mCtEAV$>j32ga5LRmeX%&a@3EqAJva2f8(1qJQaJSi3HM+U z?c?zoPK}wBHyT>2S~^7naznJvAMGRE4K9F2H z)ma@Jr!vr$4c%xFLg=m=S(z5`drdN1cH6J#g}18EQ3an|RKjg|uhLfgeoQ;Q)t4by z#bpX}Tr77h``J9_*B_!nYnw9jR6;M-2dW;@Euby(EZ+Mr?A-f>zqU2p2%f#^KUpwe z=LZy_*Q%p?sF@k`vxd5s{Z6K9SGfsN`k8v#Ggj*4g?;U@M(}oe=j>@L)Xl=?4`z#eZ zrqt2DG)xG!qI>wQ|0<^=WV7*}JZ}ZvTw=h^sZkxtoI0D2btymrrs~j>z7~}jG!d{6 zE`U88c?gxFMiwWvab$R;KLr=WZfH*3&t=$v4(&%<7 zpr-mbERE__=Mg#A>B*J|$Qu z7}b!4xG?^>n4X_ibkpHHCCo2G6D)V@AFr-}nvTRf<@{o#aT>B2~g z@SN=;>P#-Mm2iFuWrl5PR!I^u_!+uq>MuS6cBkdsZ48Fxrj)=-<9Z%qA;Q<`)0|l| zo~}ddzEB*lKIQ?PQ!+XhPRnC8B#8 z0vAnEv+k>s2hKNzx%SShPrq3VPFfer*})2?#OZdW7RjGrV;$h}&d*UmMBB5l4@H_Y z7#h!f!RvfZRq%6c410}<6Ch+Ls5UzjO!DvFX`ll}cH{c#!L2(xcJEfPJVG*-35qFF zNK2;?xasl)MSR8h5~b{EL%pO0IKE_QplCk{DgZLD)R;sE2 ztCG}YzdyuiBb6|-<-N(YThmzzH`L^qcr%=$lVxvr^j0K$O)pVX#F0*>%<^a)ZLSYf zEEx)5Eu>Q4r+`5#DVNwAUpf@rCvzvcTskR|yc(P(u2U;5DP1h;#6{Z}%jN8iEDCwM`=%eLECLa6Yy;F=B^)uQjf4=3l-lxfC z^q(nQs`;$T>uBTDU5JQ!u|15^c(=nsGmxj6jyp^{Ph*^Om`xGj{4!!{^(&W$p#lqhA+{xVblQOW1%*v$9> zbP99DQgO<5&95PAO)VN6KUH?3a``6hyMi)$VO6C)$Ie$;#Q79dnKW4sTk@r)%aJ)s zFC09fc~0B5)AGpY%at3URMs3USBqhtiz2BJpg?&`8Z}f6w!SH4rs`NUyDOZ4?95BmDzriW~AzmM#CDN z*uCVWP*Z3K&&qsKGJ9DYima^PeS&l*hA!NP67uo>WA^bd)b~WD8UGawF7R`ELF)}M z&{!z`ZFjXGs)rp_GTeFw2MtFbexK919Pm0)ek|zNnT@aQbkL(UN1%PdFY>g0u6CSR z%zQOEz3>$lD}`%xlJRb@ZdTqk7I1opoOo|*Lnpm$oUY6>q;lnR7nGVKJi1)MU2ZCD ze%>5}+-W{~=mY4v=>dHL;v~b7i)b0fD*(&IOf#D{eG&bteG`wx z+;dyud$yG#o>iBwp!n`9UnOH7q)HaR)?7<9dI*!J-d-B~qv1)3ZXkws*Y+(YHhbrJ zcX>8o<0LgqIO=dwYka&7RVzt|2QT%M$^q5`>JAZWxi{J3WDDSDdQeR&&P~!T{2k#_ z0aTD(5^!E=LX+wyWxwDJjO}BsdgW!Af=slBfRK4s{$edk$Bo$*vs(eGnScijsPH@F zrNb$7aHO>86!2oNMiuAG;Yr2ax?m6$_8CNJ-?tnu`^_)D0GDu5s}4_zJ94?9_vmxs z=T-J5oeeo=Y^X($b8z5WnkERy)-#JldTn@oWP}bXGN>(bTHQmKC&X!bY31l!ms?{m zh*`^tg6Ot>xBqeCC~qb$Yi@7WG}?JPTo+UfxgbIRW8bNpChQ?4&7%Z(C!Up1%1xVX zDA3bCYRvSPp92EUz;$}&LpjNfehbWg3f_Izm?Sci{=bhu| zX88z&}(yTFHHv}&HeEJx<1Ca%%zqY*(Kpsx(oJ3W5*syUKB4u?b zVj}s?ZSKqx>Mkz5{vHGXw&&t1JVF+mt{E{pQlm9qk2zRdoi z3Mc0}wI;ol6~`kFI2+h&ap_{C+7~N@O~qCGGs?fLrL@$RC+<^#$_y2h^o$od@65t^y!psstK|gGE5- z%!6mUxI-SowjjKLhXa-{s@-uWGmQqJn`!Md_U=~4t?CAK^@zKqHJ>~SP1hma6Q~L6 z)C8aI5_ZW(=Fn(s=|$jxN&#Y-1I0rX_Ym+qVa=H0TMi>E$dH);!2zq2BG_T(Z;iG zjMB?6SdD!HuxfKd=nYI^Q%+KLs>B4FhMw9VSS6WMc5=tW$O*hV^UvEb-auP*{XXRSE$G?8F9`*+`J|H;qq^`Njg-`9`wM2Vuyv-4==n)-!ji;$BM*zKb79e` zv7puBn&zlt{L0$g;AxX>1m1r&y#!JZgDCt`T`wl?4<2CD&wU^6zBAxfSQ^0VcS?!1 zFLVC~Ywr{s3!vxS#Aj@{)fE$5^aufb+{-v+|ATxfc# zX|U1-8%zsn83h#&COR0p1iLT-4s3w|+=@1|xgl2AKwJx^nMw z-tA;kt+6tpb}GCK?suU~(9pW_&^;SB!(wEm?&@l7{i*yYka`~{^G_~IxLP_e7Xw?N zM#7&Ys`;dm0{rTF=3E07*|}a>%yJqtm&A%OhjF4oBUAInJVJ)|zKut(M83;?fS5f; zk=gwWF~TE5>{k?R)3Hw){Z#$!*9DI4A0ewaD@5$$$nWiZ6sh-$<8j#OR_!J}N$<3A z6n71eklK_Bu}jp397x@SCI;iE>fER}OA~%6qXz3V5?wM#C(Pqna824{e2$i*ni!xh zRSSg|#nhV;$!kLO%n&}7j=U;0*Q5RjpEblA_nN{BQ7O=5JPWfbaluMV%eg;UzSE^C zx*vz5MyIl{iswqtinMmDts9%OG>X$s0&5gzf-rc=?>U!_GdRec?UAQCp0h-eC~3zz z;=o}Q=Ja#0GB;X|xgH2%hE&iL-9GHVFjDS7Hx#>R1$dUl2NvXHkY`=7u_%2#9N!U& zGL*iF5Q*#>aiZYGu;N1Gnv)-a=D6|EuS3>c{L2}zFSa#+iEkd*wtx{7+vME%$1#iF;(sE^A+fXGG`w}HnVp@E4E7+D&bX;1CoB zG}^ltY+0sS_>ekfDoapMy&A4K^B!20sfcK>Pe8E-6Otv8uQ`F^l}Dscf^H)yJq7N5 zjQ&`{bnTP}R+-CU zrlQmSy7OwQm(9Mby2I+OR$~upI`p>lT_cyxry&@%Z5+Gdpv4%*?g@c(P{VpV-4PM4 zCx#aQ?2VT-cc*(RSs+s9CU9?)!|x|Qq*&7fGxCN``A6wyMTrGJk71L(Zxp}Qg90<5 zhEI+R^^=_V>zTW*NZa9USwcPaJpy3gtbeBgXKv=fZGPZd^^zI<@Z1>Ed^z^nsxQ>w zd?g%>E)sx0rI5W3x%N9hS?ke8Ys$lY;8%xXv(B(w2TnNRKI{vFkl;%kqT}^uQ|x6) zVDmE&JG;H5EPrWRLL8RkLJvj5lhY{*3KnL3Y+IoQcx4T0iH=P*H+Ee`dDU|+Hpyz- zw91_cgE%FeW*kg!l|uXtS@~RwDpH2)yeN9buyBx6z#ZP6sXy2BCQw>NWqaDBRDf(_ zs(W{#{&g|Xs;H=?vxsRHm}z-bAbh8r-3zv}yQ4>bsq7X-!R*iRDFHH=hi3{ne+0KP zuG-EX8yyevDc6M5o0FKIZhDY{z|1?0LEb*1UE+@`HsSbz>Y`4nHt4?rBWeS@Hwe zR`2I;o%f87o^maN9xmWIw;@LNczruB{H?1wPH}5Z`%gi zkf|1a9h?9erzW0N7)hPS*HxiLwNFzB)yQ}SJPR%>X{<^G9cxr%p6EbX)Sl7fezJUi)d&B<= zXNrmOKY2y}lQX5PrlcjO{tsvBM`il2oGE6`|EK{lv;E(3rha6q|E30D>gZ}{LvLp3 zW=j8WOAL0FKY4(En`1C^GPScYHFKeN_{Srse@I&Y-VJazbu+c2ceeDPcd>9XHT|zU z0{>=O{i}P$^q=0Nf4WyJ42=I_TQL!^F|hp8#QM+f6*~h1`~P~g!2?`Hd831sNVbUm z45VlUq)7T^K?pn^Nhm--;&%w#LZu6cWe`C(ghYI-%b9Ejg@mFPA_9V--h;<=_sQ2c z#!XCgedEgWbZs^3iQLGs5jZv^J%?!IK7_Ea zcJF~pz+N%1Q$Za=e=%gTV;~If{&|1SXazV7`Uq~A09Jxs1q`GZ*js`1!A-!`a{yx6 zpPT?T%qzOa34H*;?(8vuz(AgV@jLP-H6qR{HwI8>fzB3z1U|G`c!5oDR&k!<@xWHvyz)rO=z_}C{0EF8B|9yV`wF5hh76z>NM~32|I@Tpy zCE=B-LQM?=37G6hCBJGLH%#P~JAOQW_(hP2C*kLp9%oC(S6`FL zw?Q4*zW)Y}Aw~d)f|igF4oCnmNMBdJ98oV6#(P`8AGd#IJu}Eld;TT>+$y61paVF@ zQ`9Ov>}?1j!!=$VK<~H9hqEXQ5a8vW0!$y=F@!kMH#he(jPr|i46na?8+#v8L@_=D zz{lh3N;YbW;S&YPz{$?v9dVihd%HYa8?ra}QdzGWZ41sn-b zya7LR&%U@1zen%%HNVsgzTL&o@gRom`ET?CzDMC5Ly3L92OSCM^gTaSV?WdTyL*xaY97;6048Mg6MRNxM5~dk79B zFtPl--W-Niil3x_k4C(pZk;?LOG-wsE<;t=m!>)_r0Ci=Qf65j2*Ca|+%4fq4yzj} z++ScrRZIB$FIlsI2nM9k{xE<#W-tI8h3lbSI5im*f}j{7PeKE@H2s<#H3S790wZw8 zZ`&7f-m>scZZ)6YUxBvAH;?wkg9h6S6t^ERP*m8*A5>M3Ra(EsrBCl6`hTv_Tna?( zlQ_b>pW1U1;S5Vg4uws%-=*I2OLyBBB7R}|lYMnJD&Bx+uk}Y+X0&7AG;gaO0q1uG z-iT+%GN^f@6dt4O;|O%wIegw*uA#6d*%A zv5?7RDapOFT^mEY&6rN*4FgAdP`OXK{G{v>>!mkG|Gp?6Eo+3`@KvVVVg}>$_e@`3 z_)@v0)o$sMDq;#w3mkaI@tRY#=LWJ-zHeKzz_m8K{F1V?A_5oAw+4CMchw#r##esz zrIq|N!h4MMqUvXV#D`_~_){=se(2PJ2A^)b+z{Ox^?QMxOq?51jsHmHxT0Z{6H{iV z7D@Qf?O?th2*PRuy~d?fVVJZOjjQbj+XxarG*Z(avy{IvW>N;|msarvVbL3Zw?Ya4 zvBp*y&eXR4rYxuevy)px9M|`o!IxZ|Klp=l0)X?JDI2yM>{*!PXUE+>j`&mF%z` zJqOz4>+Sdv5lEWWCoMbf4YbP#?cwc-5caEbU8@Q$X)t`hvoxnvzbug~gmv#u1#5&i z<6i79MjzkXkENOwpAqNfxyXRkZS`Opo3?JE%;o%?IKF)m~S{v2Bgkz~?P_?MR$%u-q&-zT|)!c#^vt(Jsxp6>D2>o(eDX8>j*z zv&`vqv}~G{*dw&p;p0dqSQL^UGEq<|O}h9*T)-%!4-V%9y22FZ{Nz)6ZO32R7{eN# zbOx_>i!xt{U7cYY$GZLWPtP6)5M0aga}4U?b48{eNw?o9^0};@@N8?f(|JvlVCQX# zA{yEnReVt9CDQHV8F;ho;ncY2+EH|y5p6p(*Hj`GWFCpZw(fFF@-SET&nzAd{@M%1 z=VWJPp4Hc5m{ss{(yUKgNTm(%e)WHvu;TWY_=!FfD1;-e%t1aRsPc|pTPq%E1PG7> zsT@r~DX6r~4NIepT%Iw+K%qKd6wWShZJSoYa)?qe2*08iay(I01H)4HXe76bRVj7_ zqla6jp25qEG+J*(`?5Zsk8*vo3s2;-rBO1kMaS;do_*p)cC}72d<+i%QD&FTF@Jxp z^?Nr%06=`N(hF+KS@$D3ic#+u(O~!`xy+(WbylGhUv27d-@);fs8a0to9qvY>bpyS zBd0mJW`5-pWaee!C02Vr{9TZtZ{_gO6+Fj8FME;Mb_T=d@H2~wWH$BCB%6XOkr_dz zQWN6TSt<4enZ0v`s;WiuFyukOz;TBH1Jek4s}upswn zFxft>W;nm~!eU~J5r>3s#HfnpF5P(CpTE}`C%a1UovUKFblyB8H!w5u5h+#N(ffIB zpY>p9LA=Ohp`RR=9XZlbE~s!;?5Jr<+iqt=B)t-*w-dAhg69A$u?{ICLA}QJmw)DY z=SOm_i*YiD0iyZ9MC0>i-+T;Ri%kG2Dnplw?zDn%*z-iC>3Y`uc+mvh?gfM_Uvj#K=Z5KE900k+%LY9_ z-Ldr(sKsaN!q0r%-wQI82e6@*f=HWN!rU@=M5J54gow_h_$L}COVauroZHm6<{=Dx zal0n%cHO)Rnd8rz#&!3bnw4AXp8VFu#CI}Ia4MUif5Dsb=ysbm#AVVHp7&i+5e%mr zq9^gvIU8V@sopY9&ZrBE1_o0P;Xl>SMfnzz*@_U^mCYe^^}imuCQhktaQ6hZcrdE!PWvnizZ+&oF zPRsmYM498X5fh6GHD78p-v@6Mh2iwy*ayNnff}I|pmYCh$EOTzR#^}IVe1&IPi+y3 zYz`5iQVxQ z$fj$B-T|2k2WhI)=dAGqMjhN`Q(=tFU!|f+a$aAMZ>G zwky?yVYfZ=o(J(t-%ci=iYiwdreW=3#m(fh*|r!W-qU5rra7dsj&==~*6h z3XhAnA0R%AP@uoBmCsiBp6e~EM?EP{s1kLrkge=by3F>lgFuMQf!y-W)7AAQJDM91 zD!AUko@=8(bJ+qyf0rFB53=QS9-!GugE0Jj%*QY_ZE8#$XnHeVu1cTc^`RARE&bG} zOz*PzYb$sDx|-m}?fVB>jie8_$9j?%JrjGl7daFmxl$z0RbH9yzA(wEdORMV>Z9MwaDshuwU3g$8rDmX zK-0(@?U!8#OUcT-dUyw$SmQnv}SLTO|BindUZS+S6P+`P^zY@i&gnd?3u*bt8OCf$pWgC7LYJ>}R9Hf*rCC zIy>x!TN=Z!H7^J_IF9bLht$r<>7lROGo+PgaCc;zJm%tFw8jzeDqp!hax+8+7iB1< zDzwX_dv`i?)KV2pi1?{DHra%(Ts75im)LY71rKGB?vP(UrUOJ;ZW!Z~o?UD|>aoF7 zP&@}ClgsbG;GDr_Go3BC=WEe|bCgPJwS}Ns8@QGvGT`Azbr=hF?j%jwIDAJuiOM7P zMN+OwME({ffFygK`}={~210anZd#Qc=dAOeV+t8gV`Ext@$#Z9tM;qC%KBhJrv>Burrl9C3OSUjC%oHCG(ks@_MP8Zw$*dd@zu%-OlZ-*&+TbCp6l#!6gub=p$NXB^QQ$xrl{lY($CR6 zb^R3IlgXm%JPkRFB(VVm#D*E2Av;_-#r(fcfGQ${dxZS^KfU_CuNN%r`xh78mLW&B ztSTz2Uzq~Q6&fb;!a6ds9y;8EQMQNlM+({HmwnBqxwgp8uv~gVyqlcAF8K}!smLkC@EMO7 zY1F36M|I@xQ1gGtTH`n}?0gGB$(f$DB%L^fJ7jC_=N_o^QNQxwx6@ziT*T!B>8}Z| zOmP_BW9;a-xPLdR0PKdzkyW zd8}LAaO8EPJ|dzxwQbdxK?`&!M(@dv%UwmC3auj3$-k|xz1}(`)8+nW#VnTDqu+Dp zRVp^@R(Z^(Wgw-y03#`GK&mR5F~-I^!xJk!N}pXIu|1Q~xRF6zZTM^0iR&w%QyW{D zHDctINj*CuzJM4CE7q*P=-TRUR!td?gtgnjVC5k<;Y+&hV2Wh=tUB}bhD(mBhQG3U zYkFG`Tl9lrF1fq#(r)?0f;l5^7FhQCsTRF)UAR6HZb!3c)f-IKy@tT4rm1Dl_(3V_ z`Hsv?9}ew$AtEBsQFS8P6@#P|r~#+_IV9p{&M!*kQn}^%P=$`f$Q2=J3Pv=;_q&ap zswmdnOZb#hImfRW~PqsyV@HCZ3eqA z-tjr9B7Ri%yHTxd;AU;lnv{|0W@n?{dy|}Z%=4yK>xhqr4KhU#?l4#%x5BcT5 zs^FIm@T{>L+|sXt@jKAip~6SVj{Ak$%h{3r54P*9m1j$|@9Kq+(08Fj-$53^)RRIU z$B|&q*@S{+wE(E;-bLgDJ337QV>8+5@2OPgVqdSGCkpe6C_eiz(v@(vT=STq$7aDwb7j`L2 zWvaD+*L9e_ZC^S_#!1xa4wq3c6T#SFDOar{i;7YMLERY#Mpge zeh6Oz?0+#`!qm;+QWOduknrlIeEARHD&3NdN%Sml#01sPxHy}QY+4+Lk^5NS4?}`0 z9N1iX-SUvsx}{ByTG&le+JLyi#PMiIj3k4%mcjre5;c5YnKeGtQVQ%CBia&^(mdS%nmG}uP}Kr@w9iv5HyOiKTPh0+7K84;QGzlW{b&V<{&XXN|Gu^cK#EH##Po=g9*;n|#HmQf6Mw#@R>&Br=u-ic0@B+R@Tbh#S^4{xqr^I=--| zhhu-PK`PUTI)h`eQ!{C`kJz*e+{tIe7T!SqQn)cp>6$L37_YG^!aU#krJPfvIh>JM zhSJz27)73+@IVR?m*6w7{aUS-bHP8)s91yp8m<)s)oJ33%8;DoE&@&J0aJ+1ePqFj zG9<#DsLi;~nk0(s_}Q+y=)t)mok2Kxg4bA(I~(FS+8@zYm|wn|&L1MxwMg|V**u0K z`6J^OK&-LHd+r}yBjkO9W_7%&x>BN}8!$`Sm^3cpoO2dMAGk8m)nPkQxD>#6xgKRSe;|yroJ-!r z&G$hGTji*5aggkK@cW(f6d)UQ#%W&QMy?XZ7QA+3bME`gbtA>wO}o62Zf_k3m$wRb{>O$@l0QnKh7N9iLFLq0}u4EY;N zOnC2L60W#+J~o!x=qpa83B6UwD))17jcLM)F8*5y58N85v|gqBQ-vk7C32I~XqT~l zSCxkbCkm!%jPr&~D4!-=Xr=F-aVyyxl4DKBLVr>IN#};hcEN`Xa>)9dSM!6B;d{c} z4{@xY=^M=znnoYrk%UstTZ6nv&{WIY(x)&f?v}3Zy-2@bPA`0Bcevn+)^{h8suz5b z`d+meGAXma{Cbs6my@o--->ZJ9~D~?X+-Osy~$bdcd1jvdN$-qks4+PwJq*7HoO8B zS%cm~iFyAfjT+m}<)-NR30{KN(Os*#UqD}+rOKbamN18W=v|Prs9wxwMJZvVxGcqc z_in9{8AUOjl5#yMx#7rbS$4B@*o=?wr_ls*q z>&MXb_>T=rh$t_re9(R_cIYPcQ;!@3TM>h();Qll62u42r_Ln;h8rRQ4^N|Be5V6LLO)6N8s zho1Mfp4+MAx8f}JV&ljKNm<7WO;pKbNs;wnqQ}q)HS?oWM|IzES2_^XtR7q02dOi# zJKW5MQ?a?$RtsGctNEw|KK%_%Sohqv+HGu3TLERhJ2J%i#S-7FUrBCa7N+7J^X7L? zde?6%J*inX8||c;l$NlSG*__}5K!o)Sk_(q^0YH`{X^M(E>7uHzY)pVGaJiPDwmr5 zR4AzS5}c7dk&|=O54%_rGc9K|=O?(U_DjtZn3EjJcef$gjFH?h9%Xnsdiue3)%PNz zb`M-|kjrwro{!hqhC<#IdA4kdTd8VdhMDuw{Y$NU+}v$D?L`%2j)rvo8-ydMeD~Sw zm3g${qaAg#ksYY5aqB574pJ45vW@m{jP<0ipraOoDkPW+az!J>`m*Xev&|^}MHX=k zGps%7?(BDhN79lV;Xg`Nze*&lbMsQAAr-b zdl}~wRIriVog^csmO7r%NO+9Ga^X!yi~Yv2zVX*<;<^7T^!Wqo2<(llpm=zo=>I45 zDX*a@t)l#cK9x29yA(Rp5B%h0V<2E;Wc-1j?5zLKV8qXQ#Q%@M2wKJ;==tw4be5mz z{Wtj2(8j&9*7p=;fSbIBOfXx#DB-C zB*#jCm+R9!Z{PUuWO~{&C4S7TTi-N3b6S6rW!b!m1wkn!@yeiv4nYKk1TX=R;u1qc z0w7ROfq+CJI6GktGS<}fGBB1>P65M;6PkXZ3yuSWjTkVRGJs7k3K9Zl@MX00hg8&U2Wa#;(=qEl2>2Di{fcEzGh7LruAWRBB z(A5JBV8=NCVF<}L#M5J-*j?!Z&}9I6GG`(*k_)Iu#`y$i7vePN>c?XMKywHcHjrRp z8$^Z-^#rKP1de8D0`#(DIK*#w!Vd!2y;%bg5X$pUeb4-?MEHT1m@t8P2zCZV^f+e_ z4gsA50A3aALKyhb007Y;UqnH=^At9GtI#m+pc}@Jz1-lyDyT332A2W;qr$>GyLK2& z2w2x|)*^fQrgf!NK_OK62oM-Z!DL@cxlEhDVEuTVwSRLnT?Gre;=laS;T%Z*?5!Xu z$g>+FlWcAwm*jt>28Bj^2XhWE0669~g@mM$035>wyb5H6_$RYJxdwm21^M-_LIQnm zDcAvkUn0~Av;o7s3tz^8dG`Zgz{_joeSgFKJG{(ufB-XqcMc)`^{tExJ&5yFRiAnT z_zb84SicSo7|_f2?dKJcjE)lO^7sk=`TPk*U9L@GdHVM|{bh$yR5S^`PhSCsfP$7R zG`TW@MLdoM1l0M*Da!G(I4`9JRV>oA_7whTG`W0d~&!{IE+S4R1l6x>|S^wUl0AhAQu`_F5>UprEgY^oSpJdASGp zL<(lKL_$Od_ZQso6C(8W1C2>Q1LD_!fil1w=RQZ;KD5dZBSLAPl#*xiGI9?k2n$@~X4LyJarE zs+)*YH=pf0dk~$lqFYWM6zOP>$>*cWz-Un1l^1H8l4i&!h6&jPl}FUG^jhQ3K5%w{p)_bKK!$4TM-p-K19`3s^lBR@x+Ujz}F*~?mpqBH8MA;K73>6u+c~F zcfT^zAGz&w52PG;isWqBXvVb#v&v{mTbZGcf?dayjLxxuJE~7^JtCH61)UG%gy8K_ zZm37$%JI*1!eXS6OtuU_?FEOi)l3nn!U3C@oe*ZTBCZ+E&kT~w8LRBM#fP~JDw5E4yo|2 zMKj)!@cInLQD^hZG^7#b2SU^n&7%LDph7VcN94<_Ct|)W=-)=xNBVF_P45Amm`$WK z$-#F6Z~=Ms&8Y#g8TK&O&J=eyn{4nAjv}l~3#MH9lx^nXe5i4|Z+( zNp}IYi+c0+64c*GDfg7YR|~gFFKK+N|5?3iNC^l}pS~>2(H^&hr}V^k+#w-T(+FU^ zal1J!)0vDwC>|LOCYd6!D5s%N@G4tqidEf9Ozl?Xl-CEby=JHV`&%kGTj^;|M~eO_ zjzt|!-XS<5J<7~JIK&q<)jasqHapMo1b#aSvr{+fN%lsvNuHBkXa4{}Nm{A&LktyC z#iQj{u(XJ+>4nI&b4<@o_MT@_CO_*2T=_4u?7Ixmy}KobxDIi4Waay^Wy?I=m^ROJ znGtZmlQA?k#a|8T>}A+)N1eK2cDYd;0-LZ?J7+Uw@v>6zH&wau!q`5RUfQ6lGc&$Z%MP3af>J8!nALMi6Up?r zUPaoR-H0<}Imsy&)nzlKcs*1sizjW7Ac2f zmm-pxpxYz8WFQ#AAE#~t{oxq>tigBdQcOHDsdlM}3e??1q^Z==Zo#3-(5zV z*99TVF7(YAnRMp{yNTse3~zeJaAwzVdkHe_art3^pb;0HvXSP6o*)TS+I3~^XBJj3 z`B_k#003u5FVbjIaWE`2rbcM5lfn3DURC+Fpxyadj-MywSnRrpmBzgVFVQ4-T|+Ng znDSZW<)^@hO`ES=KRi~PY#)RcNxT>1Urf(feFx&tGu^!_S<3nqYz zHdOzp-5w78Rgd011hk*L|H2*W9t`v*oZjh`xMX40T#J-CL7K$wGoyCuaX~hwrmq&Et3#ptbm51(KhIz$b66a)hm@ z&qrX>r_!0=eG&es;^)^hWxW8{Qzv&VDn8-iavnK%YM>C>-cFP*bf^HMv6fU`9dc;Q zYqxd&izCvCo?nS=ml0&kv=J!S~%5H!i+vtt-}TPCk0n*tE5_RT zx59|RYr4fwndR#63&gyO<-QA3lL4n(pQTnH612#hcXJc{uDE2|yl=m&s9q{ebb3@; zgjMn~8o$w!$_ifNEc+yR=Nq~1YLzEF#L-(@MYIAi4@V4Bbzs~{r2@xDD3h!rnLN79 zFD=uka(k=5%t;1)GJcH)mEK~jiwqy)@G}ND;61|-AX@UP-7Z%rnqoYU2g~WkXQ`3%hN@jKXWuL37}0F|(vC=vBUJl@vYl?(Y-Q%t zOYNN*f1M>1OGZGp$`}{;xeO0#&!!qFjR`lvrgoV35uy#gv0+3FFIEPTGDVxU_bjux z2I5%0)T-VXLY{i$0#?(!1*L`^(J`H66dzr${5tvqyTFW~VCw7D%s*beJM;*o)ve^N z%jV-jYTcQIZ*+2Y+y-o=yyqG7(XUmj$446L?V9xWTLFn*l(TyewI$wB*dR(~Wd+NQ zl#ME>=U*BY&Q(<$>h;;PCi{Sqh*|WOzX)o_#<_M^W=Z7qVn^lk%_xo54TL%>iQ}Y13{omvGh!qK;=ai##Rk*o5}SOYZcARNfKD z|9q2BtNgmO{Rlq`CF=3O6?Nmh%M#*~#}bp%k$1)64_RiambauFLj7S=M z+kT!B70NjGjWZY}%eZX|o%u6I5rx%a(YYcx`r;IkBqooO1<~=5E6O%oBR#9G3+~i} z%9YraJKwpu9XI7Tsa~15?X4?4f%nkBLZJCjMS_r9DuFvo#l4AXU$faGFlPLAB6UTJ zvy9mY?~#&WwNLXq2^U;`jf)*_Z!=6TRvnrG*j<(+5NF)n)TvlqQQU>{)7v7Vt!9WFMJSe2_vg3yG)IX+r^^C2=Gmpb zl-r5H$ML|+ALDgWA1m%wmC4CdQo&Sqb=0a@_&!%_{bRpyomyp)NS@n;9Iqd5kmOOt z7i%e_>Xz;c)hH#7u18p7ua0xceek_~7UQ7q6*ReRM;wx(BZZicrMEqX zHO9m>+?6`VB*sDLelNOmew;GJ+Id$J0_~DY@|!=*cZ_)GEG6UJ3pusg^dpDiO*$^8 zH`$K@MZ9vU2hH>5JF=}OP}E2`;WU&^J|L%n%QIVn#E3|#PWn!OZL@HzEawj**X9sm z0|cbDtz_PJ%0tIcStmG6poPLq(S#96r7ke3%RFBDiw$heHQR zDwJ;hvZ}gLd?1(^+@XsN4XeX?lxA}_4mj{SQ$Tx1+g^_ampGR3rY5=o#Q)C-J;rL6 zmG~8!>M{DG88TLXhotN$qy-=fvEGNDgS})v)}&Lq$d?9IYRP34-fclP~%%U-KpuSa{fTs_~s=eri3VAFp?cbt3O|ZA7dpAUFLHrA%|J> z55-&;uncQ!+5K(5Te*Bh&C*YkW3v|GR&uSW3wRv%;|?JmuyEm;5_4(Av^StyxKnBA zTU_C94>etRe;-}LkhZ5&HGMUlocK+zcMi8v(+c8A;1R(nKM2_tY}pC=ZAjx4_%4@y zG9rC45+5wm1QF(AekSUS)u}Fjn>~n7(OwxL6CZGMCOR6O{n?F*vfajzU3wF+8hk)W zt*C(9{j7Y-4uO%dOl3%1=$9P1W|E*1=L!4#u`3F8aR7!wtA>=wTC30jh}vV2HCeY z{tCHM4At0C(JSGmXpanUBWB>wUE@?T)Kk+a5Io+w zGc$RTQ7l{LNf0Kx8{LJ+eE96HvoBcY>qeSC!mCi!BOp`vVLXF8VNQ6#bZ%3Tlh~L| zq+Ang1}v<iuVfT{&H-DRa3#0%hY* zCH6xXGLaQAk!kpV_4@X&j)X`Z>rPinv*Q~<%^9hZUiSy#;g&2Dy+utvN_YF1ck)NN zeh5T=v&rk3-Dv^+Vy9Bh4p@jx$LYN}5RKtg=w|O2J(NIBo~R2vQoBdQJUul)Hf2`o zX*6o;168D>7-iIjapcCG8)X^xO=%2AZ%N{xgH#w41 zc52;2?@y+#Me?s@Av;ZiU}lDL52v|==!|QWF7MEA3#-q?i|2Kpt;RVZ2OR^OWJbdqI^EvQ%Hm6&%P-+4A3#Q?P zGNwLRx^PvsNG6TzK78bHap~-k#L1VoTZ%_>>XvBRH{2Bk&9#_-_+km9G$y`rm^F;A>_6sGS$194+ecI zCN!&!;VGgTiayjjo5}T^fNw1N#3bmgz-kLgGf<)FA-RE1sM~;Oh zI%CP4t*L6g-LlR&C0Z?kE`I0z04LS%SlPE_%?Z^3!U)a%3Q3VblEZ|3b_WZTp%x6w zieTI%5p+oOhR)}fuT%7TRn|e1&##SdQ<0ChH{+>r@>Xnf4b5Zb9+3X{J-d@nY#jh) z>0_0F@@BB*96MPhYiD)aop)qfaOJVO+DA2o&qvcz#@W&5?)~7KGSq4&XpL|&zcLz! zvyy|oxH}=kMul85j`pCTe4Nvw+*?}c@PQFpF-xD7feES|7QSl>TbU<(BW-~5G}ice zWzw^2z{eVuH1$_XT-Wc! zl(br2$?@dE*Gy*dke44dyADh3TG=Gs-eqh2i(b* z?GGdoFMclCLV?`+Y}U@Nq{Ei91=(4DDL#ZlY1pD%*_r;MLMm_)(0h9b@)?mX0`}bC z-WAnc4^8-)Z%L9n6vwneD2o~zmYTwGzweNTN?=czWC7pc5ozm5K~r;EAt%fi5uv`V zQol|_aqA&!ZJPcH)wGbqB`3AfMUnNJu0&P2#$?LavNFeO-0Rq7GocP zgT>6~{DAPDu0V0#={!}^<)(46*gvl6xL9_Gwd)pwZ!+K?_%EupdY$c?(tf!NBHWCk ztcUJ10{4!jHrBVovVi&}wMeUOp;UL*CozXJw8~F|hTX(|AB?;xF)Orv%=C)*H{>_n zl5a)^H4_=-T5|iTR@G*KQ-{sBQb2*r(5-_ccKm-(QMt{4B@r=_3*u3{9Df|4~ z1Hc|Da!kO82wGC70h{*HCar7a%T%%n8XGE;ruZqgvp>uc+(rC9R-Q;YaorT2j_Mi> zRq&^@5KVPDeQW~GA%rO$8yj{m4Bmv2hLXihwHII_{AP)x66;b?C7CqM%ry`c+cRR# z-YCk44GZ643W(QxOPPywbH+2Ah$J}5f*s~_4CM)MLVjQx~vesJMMa2{Yy!aN2L9<@aZ+}h=B>M7<0kf{MP2GbG1;3OELMV z^NX^m;vH|hFfs<)je4*lXTfHNxwmSpbvgqe-jPh}N4IkKmC#huQUsqpzo){zu3*!ddU=yWjVXG0WHPwa!I4Hm7{38cY(&?%q));$er=ZjoGL>tc? zA)#Y;JQQM2sPgNt1ux(Zt(SJ)>)3pU(G*C4GS+H_GB zG<7G~m>n%w9*924J?wnFCP^=jF=_E`7PV&qla61`+Gb^B1Ls5)&nJl}-`LRWNOqRm z^|EU4=vUApNj%PC4IEB{a;Q6W3E}vnen#H)g@`n8x{JYg>ry*9=MPGfC>z<~bC*;cXUV%Dczf>RkJM7g2(irgH z2llQg7D{{e{JtQ=;L{j^*NAP;Nk^Oe@!MM5J)fROp=8NZZ6$WjWP;tSxwa>(Tp@Bp zDVeD1-)+I^RqGI&WXnEpD}xMZvTBu%mseg^zTP__a@69`K)%&3}Um1>$01F~Tr(t#uJJ zuIqAjBR%cYmFF-7yJ+EkV~wP+R39W!K8GE_C$9WiInG*AdJO?@0MGuzzkQJbv`#s( zm3SBgpLXDmf#I5%pyUWtm?G5U>60^Z|4Ko_Q0d=O{0P9bNbmvTD{JPJS3^ZDI^}Xt zJkLa8f@>sqgYa}+u&7+*{#V-ka3gYnd)S~LJwKrSwTL4;oRbDX9<5sxONSISp6jZ|+y z4_^FQ`dDA^Vo+^n{}l*j{ZDxCe*&Sx5}Lx2vi}A`|Cin-1^dHRgU(Y!I5##>L zfit)>uupm4ot<}o{~h<4=j`mptM(f1-1iQAJvw1yKvRYRyn?_0V-OLLP*cDPuMspR z07FAYK|@1DCp|r63NWx&XtER5;Ji5n5S=G~%(4Ok0T?)CU?T@NF9;3+Y-r$!2tW}M zQ_&)m&``jFfdM9eY$AmQ0M79Jw1gs z;yysAU;r2v7f{BWv`zp5oR3Ka2w`G}F9CM~6tJdI%#Ruzh&cr|AOJ_$uO&RJkRT#P z3qcl?r%KU$eM5)VDmd^;A{|{q2bhcxbzdt56p)ZkH~M`3MAtxKo?SkFT%0_Iy1`nq zK8>Q^lsM;Mp%&$zra{4D-~Bj*7y%)5(M3fe3;_FJ0UkkFA%3Ckw?aaGiA22yI^ceM z5+F#s0oFkK;I09?eq+9K0`3q1!2?1cK40v&H^}V~5CAZsh5%0p;uKjQxu+Z$`+rZO zvH76RA?uJvEagE6J}&Na{nYN+wR!5ZT(_S|7X{(`M#RHYtO;F zXX|jCymi&OpXa`GkO|4i!0tZWFhvL->zIRo?w1332!WXWDu;C!chS0j$bi24QV-Gh zb{ig%IG2TiK7Ycuv^0biAGn;z5BFDf2Np80F*&k&%H2khX*aiE{f=U=fjnNfu9e?AX07DWv6p8vf*a6*K*#CMP z{;U#3L=PEE=t~K%`nd(%x&edS2m6mv@RJBS%I8?;wq~nPHF-kP`m{5%tfHeE&!bQW zba3S!9~Mg|mU3N`8bQ#TV@tAsD&aCetfxIaza$CCUve;jlqKDm8{I8=p{uxpHh##x z>~aco_CunN5>*`4gJoW8khoIw&=Aw~x&vl029$D)XwW7-(*B&GNoTd zjrMni>!J!=3G=nDZggdEaFGn`3sFi_<}({EILElfI}?iR_szhz*CSjh4ih#=iol18 z`A5w!6GaS_D2EfOsqU^{ycL}pvv%9lKDLN=C5!ruSN1Cb7LSxpy{_Vr?n*aAn+NWk zZrl=;486)ItC^|_?BDI$&-`8@?a8)6D26)7UCu#(w85|2QxM(NzEEaM(Ld$1>_ZQ? zwPp40A7g7|spWeKyX}SYv_#CR)t) zDvMK=cX}C~w_WY&)>4JHId;=M&kNneGYmbPq&@^qJ{FLJb(I@5i`i7A9VOv%(S|Z< zQ#`Ny%VdqQV9=PmeV$rM>@0J=%hq?Vs`6ETr+{6HsP27S5xc3GBZM(DQLeaP7FP}x ztm4ZeQOhK7I15`#79L9nB2pFtTU%NH0}i_l~iduQf; zolw!<6%&c9X?9foot%1AAv9Vm9nsA!;Y-j2saqAYgAEsK(wAnZqT9lueb(BIn5pE; zhh10uR-K1j<=ZCG)z>4JPNXP=0ixL63xLLTrpt}{q;J`TSF^g9uOL;!#UkKnj5OyI zZd^6x(J)|fbHc?WYfr98=`}>G*#ONpKwh1RIC=fpa2A{M68@E1yOz)*0)l zQ^B1#@E)(AV9wHmeNfi}8IH@rG&KtXR_)$M;2CdrM!sh=RSRz#XD<-Yr$5AUX`%yD0iToy-@k>)ta5ZhTrtZmml5u}tKlQ|^<>s1U=jph9 z4;GHl8!@X9ZEDG4dTh|HY+;P&a>>A5-7P7rK3+K4%R9L?@G@6j{8m~sEYE4s?RKH0 zSxjn;^+xH{oS3!J5G-}c*0cx2Ui@~BI715Iowc8hb25%sYZ8+;MXxTF8pmCi-m{_%!2yqHc`uPqvpErzk=r(o=~{D_^Ze$W9|K7TFN{t3QC(`@;K?^T9E$QJkfdQ^N4B$uUdvTznx~K_4qUDzShg z^Fd%^_Q{+7pQ>wu>K@-oqy4_nLf=|3uG!8sf<0R%A0*0#OEx3jW)7CiuJs5>^d{FE zjU&bc_xA%q1xdQLAE9|fE8E4Ynx}05a9~CT&Mm~Rve~gq8JDmsS`AO^r=`L6MnFv? z+q*7bE#E^*b}BSTLNe=ndHEaXIIUmZ&M^AhH`L z0*i4@wU-@92`LPph{tC===?=&YVNgFi)N0<*Uv4>L6tTJL+&%;<6;dF@Pn>FUdz`+ zUHsT!^vahf(qE^dwco|kwi2+(+EvEns>~H*s>wUe4s-xrpEs?X=gs8_sfwW0ijG^_ z?q(q@ypRHhh`b{!yRA+L7CEXG0XhZtSe$(Mjt&T7=5BKb4+1N-8~X)*QI0Ox+Xxm% z^%FyL;e)eldNIO)Uqgv2p$0nDFGVX(SS8$6e^FLA?h&M#@px=>?_B1**p4{ZWj+m2 zyeustW_xqF8t;}T{#hp$?=bgHL0dR1 zb_iW+AM>)vz1Z8K=)5j}c2h&ECU|1y{%cvPe4cXAm5ssSG`U+Mwx3lqYg#L>Qy{B) zLB4I9Flu~8ILQlta6g>~Y9?E~sY z^@DZoPNfQgaZ8YvTy2h?z4766o|bi2|MH(%dPFmOWZi0ze{N|&+Pp@b_;{yZP(tlK zShBp$HpM^-2FR4lCCNWOTY!Hp=!M;$D&~SFyWfWyP(IX%Yw^27B_ncs1Sc7Vh4bmj zIC%MW;zVN6Hmh--@X_L3sJBeO$FW-;5uu)I{O|Ib1$$&s`@Jbx2>V`CkdvoL)@XY=+ zBgN{;u5b$F91Gpkiy+VSSuSzd~!`uZXpYd5L(S_Q4wFIrpA`MKOeZ+ zCez!bhv)(A1CzgywRNt%c?c;19hv9cM=?g*$^ALE^c3UTC6c*5=&QYF>~A%?{A9#z zG@@2~WOzn_vK*7RSLMa+TMS*_+aXa=twt|!cx0`KzJ;EacOFbz?Z~aL*z_Qo^KQ@G zO$)T!$MiL)IUrBWXVq<$mnn~>lGW^kjxLY_9<)RC2p!7(Z;GWm0Q=)5Q_Lw-p!w1Y1_gMH|D?rJK?*eZBF zlSux35WV|g=Sje{StvXq*XXWqr3|!=KQ-OlOS8tch~wQAe>hFq$riBUb+7e{_Ezig z0yCjWb8MffEHGN*={6)~()p-Z9gRvMo?~|lGLVORulhINezxo8Dl-f-pW~wR_D4`# zda*{QD||-At#1x(tCUwfjcYnL&TrH)FxN|OLr4C;H4BTpgT^D@%L7YzF#b|~OZysD zgZY)K@|GW>tUcm*MP;WR8Ge`$Kf(R1qAm2tG0%ok&_Ycnwr@i^Gm8?@rmdiKC#Ko? zj+kDM4)LO!wb7&+Ri{A8HA(=!@HKHiuM5>}mt)?sN;<}#xi)j)Io)}O($od)XPrj% z^1{5V!%3cAvzo$2s&dKLd5@V>WVfM5`FY!whYM*2T1K6CUTF?>jhLW`+Snm;2Y;x% zkjRdzFXzHEE4?)C%vzz4ZlkBm3^rUS(=qQ6Z&t2ywtcO*Cf@O_U=|(wJk)g?TH7YJ z&vZ-56vkR3xuX=oshq7y#jX6|4CS)!%`)aqh({Qz{%W*nf;52zO zA# zR@ZwTKDoT9zl9%C;c>-Qcj?^7?jH}=A!_7f^v^@rb*Jh!%fHg|v3mQQT`|8zB(okT z9yA>3i78R(!rC{;=47dEn^eyEh3`yAenpU8P2)h>4M<6;E^|R)4U<3Lg3eMRyHX8U zQ7iQ!GhLv?*tT{JmxrD#>iycp(pHd7<6VmHTe?T5MF&TiH8Cfq!zai4r<#w#%blrL zMgDeH)cs512Z>S!d%T_0b7gUfrt6rk+h1;l6K$sT)y-i7(})KNo6bYx@WDxDyQlM) zku_@1_sR#fx{Yztu5j4B8eNAcK)|S*xdJA9jOc0^+zfCwIZfG{@Cb&S>VTD*Jwwz_b5IQY4Gl_m9;m*n&wg~1zO zVQJEVQGQ2mnE9SX5ouX*4)>SYnt#t}5+32? z^lSym?M)=V;jN|Z3#x42-rWsJmTb&{fEgi2lYp}`GQtTWkvGaWf&O`b%qD4Y@Xs@} zg%{2sUgpgFZ8b-E)3Q4fQogf0In=kSrQ}v?V$5L+aEECffFEo&4 zTvmj|nQ9X&6W!8$TyQ!A9YUk2v%srn+?PAO}L363q$48>f15STa56j2$nCB#x;hE@hE)x{Ms- z7QTUk`LtthY`lAcC4}VoRo3ttZ%KW8=vRH5MAI`)%F8SORqI!WE88?qx!&wpDy=cy z>MK0u!nW{^NkOeHJHldSW8A$r0DER-DoG_#Q9HatiQ-&*`z1AX4Zycjw0s@HW3l+; zq)6HK;Fj3XlC-D}t+n)&D(leERw8$p2Le}f@O#ELUPvp5TSO)g$IH`3{+H4@R++2- zRUBk{wTlBaE$%g%f)y4NYHcqjA6S8#%AskhVFxi&-HFE`!z+q5$dk6k)1T=PZIvt; z*Wulri%V8v@?q(wn6~@^!6G+nODOGy*1_Tk!iv}J&X`zFI!U;3f zYiRNXR`s!B>|+;xbMtUt=^w;^vJNXg45JxQ6t?_Cwg)j4iCS9(MLByOqhRKbjY7Gi zf8!fdrHyvRW1H?71v0FkvfnGPYhk6tY-keiop@sILcjlnyxtFfvf_meW6x02Oc;9auiHs z^JBbyaaAw={xCJli3PgeFQq#EX89|Hf4{C6@Sc0Ub%N+{+>JU+7?GrhKrrgi$+rgs`{rTxk4LRg z9A=f)OX`^vuxWuX;!|jpy^(4P_4NJwGQe#CFJM=^BzFj|#h=Cw9a>{DWkxNKa1~Q4mGL+o*5&G_jF)Ue#NvGs!wcAn>%4}XH3wcv1>C5_S zjG4CVIXl@^D*=_h(XBQDCx#nfuD24nli;Itn3bNyXqBfQ56yx1_Uy7ch8YZRoBM?& zro4gM?6`=j5bg*j_$hu*g+|)=nC%U&yYmFH5XXcEo41>1T?KvZI2_V|p%Il1Ji8YA z69A*Q4ET8mujN>d3G1=;4E;op&wy+@X1Y*Tk?0Q^2|)*{M=}s~oQi`_*R4`eY3^1J z`|?Z4`R^6S>uw!}zaG_BgzB>}-o9xL!fgc@fi|YU8n4BaoQc8J_o|OgTWNzt z-bB5IMSB^5cjLyL+VomS6q+GR$7oRmkyx89F<2UIu{5X*+77Il1mNC^^y_4*wHTvh z5|GD0CWxao&8XJU0j|9Z{1B4CPKyI(yMQG6Y2{j1mEw0M@;2w_M{Wr+)diqgQl*ShK;R7I5tT*URIsp>8Zv1Ret~TYUg+5YLfB~$ zw{4)_tNw&!)5L>RBhI>IcyS)o-@rxWmWBZ5pvZDW>u_P*dlG58uaVfh6a1a zk#7+R4X!|!O5etBRFCo-G;zJ827c|&`5rq0vS;q08!LHW(7Y+%8{X9N_FZCJKxHM# zff$@)MD*3(ce~A2@|h!=*J*^V?)~B4la*UC8B>PIfM$!%DK)NKVBIGvKA_#t$(N_< zt_``|kpa1VE4Iqj#S6HZbe!<;FIcXf9%e)&2gS$L6^>8Lcuea;hsVPOGBEodMuYlz ziL)5t(?2=37jdj`wy5yt!*+Z*%T#*hP6`4Wnc)pR{5@vtXwihqE{2$o#5NBQe_1jfi6DfXN za9KdO99d!=bRJuKde%CK%RxVvBPsIW?TQ|D4t!%N72nwq?UTcO%nK zQ>`OuW23H&jZPxjBIeyd@mV#0+}rr}J6_*dy}9 zJO8m4xh$-%rEr`Ds`w!1@Q zp#BCM0{~J98WUK^%&5~&n^eq=daIH&V6>zf3#(^K9Db3W1(ocM=26P50zE1 z)SQS!VBB$&F^Tj-R9kMQN;-4_%*nt{P^M&y?9M3Vrp}K_x5`Sr5A5AUq>jG;^F`=t zZIZXhAq^?3NI8k}>|kW#s6G#}Kc3!nTq^}x@8&YkIkcRNg|-Eor=)X~!+2|-3A!$K zgFPWgeKct^4Eu6weL53H_2KdT_^OwGUUKJY+H7sSsuVt8Yn_VXidm8?>Cekj>I{Zo zDP~Twst?rJ{%^K)BaHDy+)E(YIReKru89=KE!W6&bM_QT+wleC@4=GUvZO9TFsfC1 zrkihU?NZtw0bxROj{jBG%<*4B*#A@3to2(~Q{g{-!^)cfo5JD$d*_zzU)apV`k$R! zj{hIR=KmD={%^u&LwkEiJNN%lJZx%X`sbevp5c#+jkBe_jR%9hsiUQx$$td#rjDj2 z|2>QTPxAcVv*`Z_-v3`&Gz;^;ec%6?MKiH+{xj46kJEq6qM2D)S^hs)3M<2Ks(9cq zbgl`#L?wQY%mYC+PwA3z4bcrnEBj&`RaMu{WlqLY`ot;DuPHKi-gV^J^_Ny zAB)dQov(z2m?Bk%iStnyjOkHVhWSCn%oS-|-ABa93`#DUgCbMz&k4RlJ>)+E#A=N` z9V%7=!kuFEfge7p(GL|X_}2dm#M%KiK{=YMU4=?SBm@-3+Z{wX7b|~#Vz~ahSbkc~1scxF{6So%m5W zEy(^a)yaO8R6>**Aynf%8qwoJZ~`4c(LrX=cxa{x5k{`_!v5EA*!cB;xGWwG2C;gF z`VY>2Tp3u1Il_%Fdz76@LCR9sP!C=m;t(dX$Pf@Wg_Lv{2k8mXXsvWT-$S$H+>43YE~i zu?`wKid34xJ4xF29#TQ3UcqH>eWI4F@Pd8lp=nDHkxEJemjX!ObQSPvS2R4reV~W~ zC^}Ur?-V7`KgAVGCI}7lN;=S>CODF`)PiFIQq8!rfLGJZ)u3Q{LckO(yYWZhV${fs!OCjb0?^ivyB4Ij4ZI_KOIxT*(5qZvh-fo3B9 zpfEsT_N~Wu1puWfs?apF0;l4pNYSmwCx&Ug zlS0W8B_*^K?vQ8>cxn2iLn4RVQOds9?_3nuC;i3UtZOB)~d79SK3Lj=>Ku>=ecFm`DAedBIG1#e#PdimR|R~ zGhmDU<7<|t8lw)T7T9Iv8g0gt#7h;2-y#qFsC(NkzFuqYLbKRC_NVcM1AsEw-s+k6d0t%FpB|i$^N{L zCZ3PJcMMgpJ-OIds?(g@dYGsU1yi>w-ueTz5_A2cHz2#S*GiY?UPO@XLUXFV!-6-N zGs-<0dID7OlG1_3W7}Zu_NZgSb5r)gsJr-J9~q_hPS~~HXI)C~S9jUVF)YuMmfd#- zcQ)x0CHp+pqzPwgMegFIKkK!lMOt8mYh4qm!p>VmwbJ|PA=h|$)T`yy30N}q^PFAw zbv`rNMV@dO$eHbC{^ic|LVr@jX&Uccz~I=};&-pEhwc!=#3$u6N<&vT^_)nDy(4kr zYfjclAZ5Cn{!q9@BvheV_piJUjpjNXKT=0?o?HX_tk2?yNqjCdllu4X_sQpFisN~Q zoQN*^lxVi6lc^AK=G0>yKn=3y2!53dwrx(I>*ID01P;x47PKxV#Y-+-W}B_C+c;r& z)ry`_4dv!Tm1FPN3w()&-*UmVL+JTF)Mai=t4LzW>FZ5Xtkp4VbA4WQyT`}NuXnJU ze@zC?!yC7H#*aQL7`hATJfVf_i2+=0${?H}w`Mlxd-&FJX{x)eZkmko&nAZ){5#!V zruQ}XPa!F?iJ{Rf_s_YH8&6{$yEC^~+2}l^k9=Of5<;jO>6Mxq^c%9*8|j&>?>83L z!%FNb`UH_aU$@g;f06mjIPR2p@vc1XGm-?B-VS8VoPGuyV-w2j2MHoGlG-?C*$V!= zJwye2C2b7(O=agM^SpN`4tkROIor6tYh5q%f{Hm5pnxs=RD1L~swy1Ww=T&>^8McU z1bSh05O*g$=DadaXE+mo9<5==b z-uB}cF&}5$)O#yYwsRwu`n2%*(1Jr-(uLvar8RjwJxNEHzTFq~`wq`E?&&)`>Gt0U zQjY=Pt)c+!+T&28_(nJ=L7jkdIPdZ|D5#W-=Tb@TC0 zRCE&7r>g4arg#Cyo-$powaK7D0YL?K>${S(*xM1Dr|PKgd%pUs)i7B)G~o2Pp7ACI z+9|z_eua((DRdJfMx8n)g&Aawn}>(x_q0EFZc^KAm9JQGjTaJ6!F zZXX%>WJBnS3&c$0q-l)M z;JjS_nm>FUgtg+HVX|HOT$fPj$g#K=Z%Z zEL>;tCwhzmW{Whe7Fex!`^^!YWXx6pK0z2ee79KL2Vs2jL5WT3GWZ`6JX^_q4^@jD z>Y5M`_*|A0Sy(ZDWO1~eXTR5Mt}nC5hdJ6dZ#~I2N~aoG=w4xN{gx~LS0v2!Ul8#B zM8axXl3K#QX=Ig!W&d~eGi+>xbgcj670fLE_>ha4@&7?#R`!1*jv|KklBWMrVGy$a zr}stF)agH{O85^re>)r6SQ-o2n%kKE=lH*9o?-uo#3B}kj>@Lagp>>-46^^7ZvVrw z|BY^082`)F{s+M_5iDwQPydx}nHX9ANksnh{WFYM+Wcc_!vB~? zoJ~bdjqOZKq51itotzy_4gWy9Z`8P&s$_4b(t$$V&==UZfkNKg$l25Bz_?MgcS-Lf zZjo^gkO|tmxrOmM%DL_0pFVvo-hP)e_4b(5cC6@l#TAmOsu-d&H?V+2Zmx4PH8MBY z|2m?xiO$A5zOpgJN(nHV@#i4n0U;}agtRy_F*K*KIs-idw*Zm_Dik#CAB_W2qo=0_ zmGTeI>ERh0oZ5mCEGn%Ql9r#nW0=fC^iTNk^W0&^qnok;RMt&=2S*6p3>FAm0~|RczJfjiqzPl3Uqcd)ZeRrg zqVeMcgt@t%sqtw!op25(J%(feY2OTit=(M$yd53z?56_@BE?4d( zRL;+eN2|L7*tOIyf!uXu#!u^g@&z1l;=J$m8!fOOD?Y)T`Y#&c>#8*H6ly7xg7ShkAQQ zP^~OxqIzHND$A=!wauwP^nkb7Ldo^a4PXt;@765N&7ZPaFvxdnK~_K4(C3)of{2`& z7M^}ki^zUjyVFNCWI;fma>n^C#Y3OafnQYr54y+C&(K$y_|G-+&(F@OpKuh9w)P~> zMmJsmE&}Y{bx6anF_7&a2ACY`zAKv+L(Tr zKVJED`L~k)kp7S_=r3iEp_-r#AD{ocm42g@yq5MPRd#*hH2heI&CDG2!TT`=hg@#~ zu=?1!h-Q@BE0g^ciUUxTLZ;gJ`w`H}7hh8GcpW|Ga)(7JndMGHDz0 zBnfmC9++5IKeX!on7$seyMhPosC-?H^s#;Bo%W&QK|24!CZU~L#{z(AmYNlFsUDud zMn_t`I5!Bxfo@`~Rs;gRde?nkWZ`sAsX5$hq0K4@PJRD4uq&%VW^x+hyI zOZ~fmTnRN7CqWoA;8XHs2*+a7>q3)$1nAwID$`KtL+)`gIEn~elBRHmJrg+KN< z$HKQQ@lP9ME8Qk|LT!hA>~ufEkxyU`4@Qki;>gzMOpW5odarI&yz0M{`rzF6Zm((~ zPB=}yF~3AU)GJ|IEY?F03BlJC{j|(DpA$y;r6+eeD_A2E(z6P5uJE^65GIQ|FpvKNi@4&xM6WMvy2`v%I zt`NQCK4M6N@pL?T?qxC9l<1dXVMx<}ZE7o%l}g(Z>w@?GRNGwa4x zd4_xg2Qg6$m(X8ZT`+EmAqXm9**98BeK7mH+0KTAaL@r4w?tfT{0-KiV}&>M}m(%91vz#(XY^c0qF{5~i|HO#VD>cP-(+;&tq ztGW)%YxKKU;o(~WGh=T$^3?SSJqTtCCUeGLL*;a@Hxf^0$u{cc=b|M=X3bZ5z4Rp^ zkmTUPR*x}5QObVkv@aI?$L6`vD+izN+gUo;E)nVycWRe;Ow+0tb#0XNY-@$aBxYuB z$#=rnl85Ck)Z=h<#X0rr>244iKtqB?RY$J@>#lxhouE0{@Pqjhbc_<{ZW9yMYTmf# zg^=8@_6A9Fl%&3>IV*9PgN?lc)6T6};##Iq&9zx(tacqRhT(*(_z)aVsP-M+5mign1@mOy0D?nZ=(EMi(8<%f)8agubuVP*!5cOkKwsO)sA44vKo_6E~1wbtl&RwlrDw^hP88Bb%R4W(lg zMh)luQ7Jlx7lS9;}F8Y{jy3w*cv_u?h|r|mS#Z$sV1kzPoWFNCSKXZzQvHtPqBblQ{dL+Q-R?#G4A_)pyQ|skY@^FMR`=No~Bb#rO zupcrXslH5kRQmXmF(Yp8+HBu7@%=;CE5H#N;m-_N<_z>&l;c#>SJ=tNR-JPL01yYu zb19}#2pX=JO@6eQsNY7a5|mXmPJw7T9J}p8lWGrdQf>_jAPJvWmTo_dG13m$G1Bs(#1=bK8#;z9EL_gux3&E?iZ5@0i3MORriug)rDe;=jkIwe4 z!rdR70Jfs-&f8pXKbON4T}Hd;8SPS3>o>B|ZT}I$fcbrDmm3>uDyOMs`q~*p;POr6 z`S^*wu+D}3n$Zp;qQWYP+e#2pR)ENM)x7Pvr8whj&bQ#DEkiSe5>F(Iyv5PNOt&W*Dyl?lwO?s|!JuZ_JLh zzE(AuhKrl(xOr1y3EvQ{_yrFIbE|(Cu6eNOrIvA^jH{LT9Sr0-B|i z+@)PnjZeR)M_!%J$wS6_?1=M#*pmCuwp;}^q`Kz`I{KOod|SrQ!-j#s>*Hxy1Y+>| zQrrmd0mG^3o0&dj0HJVQG1ut=k|3>7vpt(Cx7;(7p4|eHS0uQBbm)#vXH*|$g1hFu zv1)z~wxPD*EWTGNWt#XvX<~CuoVu)BD{Ir0qRMLzlgR*C7Bxvx)5voXPDGhr z#^YtqWQhge()LE~qY0Sl4pb{z!Pc3XBU6P!f`YMhv@QgQ`F~VID?K-e$^`5zl^55f zYKKnGUZ!k$32Xrw1)3~v`sV)3(g#ua474*6D`=({+4oF(U?lxJGuPA-mK3XXfVC&F z@-Cl^Q_#zrmukq6@Ojf+ysl@^^ko4D`6jjxgk7fh9DJj>S&ZT_wU^i|=>yFx+JLCv z;snd{*SVZtA_Sj}sR~^}0D}2s4`19m9f0JCDF=_=il%ix&*rv$H;;i$Dy*&YK&ley zqm%^!jHRfZ7riSLNxaQQZ+6a|T^1`DUUtAkyAt5c4n}eDju z*OA=&53b6TZwwaK1b*=xhXfAC=lM#m-~$mwEaZP*Cj`{QY$!WycnHq;z3H1QfHheJ z)sUCq-PBQGWUjIQJ$dG((bdSt5?1YR8TG-pqfakzOsgWOaEKQ5$rqAxYf(Hu<^3IU z*%u*h5+ALRp#o6GU}Gw(loGqn8NB$}-QbrOli$4#H^Yi#ZK)(qx_do=z&$v_I)~lI z{L`%LR*QhysKrz^^@($n@Z?vithLbr1J@S7v}`SMdC7Ze7ppTlk(LDO@YK3YaX$tm zgAPcPOK@OZbFzqCM30y>RF?5CZLsr1seH?oKWtpP^`C$@h>5%;Ir*2ai;;=?hR;3qK>iE}Nr9C^7S= zrgYhx{5sK64NX_1ut*yz{6@T(Gv0~`4O@f?YdBK0v$0>GRmSy33Vk=$jzpOXbFx~} zswfMj$};M|$>1s}K4I&KXbbL})ph5J3t*=8J5ceh8)e|e16EuonD)pHItvxWfv(%- zN!maw+h)Z~j>#3ceHNu!GI*`&s;vD*umF&Auz61DHP)ybm=uUt49oJ6WcF6HJLIoo zRLls-9pI;2)y5PS)30a3SimH1h&M);?*eR9p1R}+Hvp{8oUG*c z?vXkhWJ?9w2L*G&`dptoNROA+pQnP*7`U~o$U3H?p27|(k$s)1F$b4x>(O3~O=P8@f zW=UT!D^CYAh_fH-P(H7;4mA0G5!tZu_o#nn=NE$8qK}}w9puw8w1olWxBPl$44K^ZMQ*zNU2OkZ)UUmqr^> z{JP5g>Yp^)TkuESTlgjeQ>A4|ofNd2d+ERD(_;&uwEHKK`^w7(GXCMug~T6&t_F;L zM5*c)3B=%5{JM^7lEFQG6&>pGwIGZm&oMvG9w+4u1DPQTzF}P0QSKMPlrbk9y#6$;T9%_S)QO^(#chfqoSIuXHiBR*6|&6I^J zQ0x;pvEW8T0U~qJ`qOR(J(!r4s~bo1C)ATDvCP?#5#*2`pXBL9fF+Q&9Q(Y<>LQ|( zV@HWR!vGH2GalV_M+);$-u@Z_IAshNdRRn zGnKv8{spC7MkZrxBZTAdxlnNQr8;Rp!QNKjN;HoXyBzSLnV9nZbwd(RW;PBa)7q;Z zhf~8GjBe%YkIsIuBQ9i>ljU|aD>A7TXA9;k!NjT^2U&SxZNx$0ymUdmK2JO>f&no( zJW)tcSJsF@8e!og+1PZHzmqyxcN=WoDm&OxGc+BFNMG|dR?V-Gwo(36Ez{nakH3*a z-ivMvpscEX5;LDBbx?Ljj_hoAx$tVjiDjmVCzeW!kBkXvFQP@*I=jRN5G3f`lXpc$ z8%^8qO7JI< zxVzyIvK<9ugD7!OZFr@j4oz*KYg1FkNEgLY@hcZJQmgj7(bwyPSZ~SGv(aL#I@zBP6r&QdTU}A!|6Ha>Gkr$|5Z~EAs@J(|6P0W{L1l%k3*Lqylj^u$M5wFLL>l zAuB0}z!l&_F~JIiN2dK1IYnnPbxHVUS!Dx$@J>l6^TJQUk1fl=L)|#}5QyS|%+J|x znEXaVB;U!f-$K_^ln(=5JSL$UXu^6O<1Ho6#Zb0cM918|HA>On1EP(H)ah&iuRGbu zy$oiSX;dl0k?@vT=897c|BOZO`>L*@R6N?Gv%1%eJkv~Q%-SzRE&eOMEOrX6d}kki zb=pBvvE5gI__}LA>GHh0ZguI63jmgPhK2MPw}?;&Q9~+oZt7c|$qAJb$VK2T!y37F zi5_0_yimhga_?I^|2s4o3&MZmZ_QR146+2S{6(#U8HKi9_iU7+V=jeE%bEzzwb{jS zhLyVgJzj3|Mc4gAuLf%kbg`^y_yTns?&T-&}RugS*y#v^)lmJ2LyyTG{S0Lx~MSLi!+OQ)UsZy(ao$6s@Q5#z*B3nCp)QcGT= zq>4aO&LYSkgtWbE65GYjww2H5suG=BhR1Ao!X)KRe!;o6h^DJIsYj+wI{6H$abgax z|K05&(FI-bwyaYX^43qL}_E+TamGa;Hip+ zMA=r+GwTn>n+L!8Pz}ZY1mPoA4LNFQ(|WJb{J?|8IIbiyc#Yxco{`JdpqSr*|DU}I zAK3KTyY9k|CF&<3D_oqf+z$$kye#04EF+*mC9u-R=h`s&nD2JOb{>ck)-AeT{%Hx~ zCNb||4Y9J}-3qJ>Mj@a_mm>@|z@N@nMJTfY z%O(|7fw-Q+7FHEZXGaXQIVHW({&ga+0qhQQ4i(%#J=vUf@Lv=nF7nMM6ezmT1+M>&n2j$ z9cw-6FJ3+^&3(i_A!@mE;Mok(4)j=8w#CGF8Ne5m<-Uu74nwEsxwxk~HcWt3v){X> zp7KebZ_ZsVm{h%WQv)2!@zX-!HMf8YZRo=Ujb;Oc^7fetlo(ExA^q8`&H?ap-K-9kDNE&-N;HOz0`_3^nrhKiXyV{QVA{NVt_DN^sB@#e@7zX}$X z;rmI_Yz1cy86>#=KhD$a8Pgbv7t)(|7G!By!mg=GdR zJfKbLr6B|~xUblK$&7JRrCkcnehNmlUQpC>HK)N=b*d`^ubEOE;sY`Gd%Xt@HfD@f zLQK+dC)6kX@0Fq!>(%irC;nbCA|0G~H+dZgsn+r^%x1b5r*kMx7r zlG^6jq$+fhbnUF-1cs(aTMQ~XUHqY=`~XaLq@8q23zeYQMR{s|Krce|!r1MELG~80 zsY)&!3$Z!1q5&^93CVz|=0cPq7L0?+cfe;gGrHnR%sh~(UwsK~Y7(}MhY(@}Dkx7x zzjv~K>6OW}LTJPO0FG(2xFAbuHhg4j?qg9lO(HtX_71H`_U~vbP|t*hHKM zQF78Y-r-nFCv15)*S|xDj>+Z&+9ga`6}X=37{2Iqg}xATVGwGag3(FK zvCA26h_7^8triq5@Cq>(jBawdbhxUSTyX8v8fqlr`pOmP*osQl4lQD3nhWmfBWw|d zSBvF_;b?h&*p<_FJ+t5^5M$Bh+GhHU5cg0*8!r$smnObSVBGYR zc0vQ5w7Kw6u9=~Hb>(T@3f5w93%}!9eOJOiltp4@28{+AQR&m&QGRa}XNc79a1C4E zJ6dU<@Np1Qf;KHBRm(}Mny6ccn-MnqjB-lBC z0h~n@b*9_I2I-DRV9#C@-kN7-o1kx!l#?xdC_viivk$s9ESZh(kH@94jHB1&$TI?2 z+bf{1^otzSMI4lb+;<|t+rW*><&cOwbS~O7*k|h;o?N_A8mYe$m9pRVsR8-Ul--M~ zl&BsbNxf*sE%z(MuWzFPx#lxlOoPTI%6nygnEFHI#?8Sxk8LH9DWnvDws?scQm=(e z!dV`jI!RvZ7kJ!(q_#SstWqcnM6)(EX0s`g6Lvd^N=E=pJ$S`L(<@~Exl@1%+t@4l40JyfyM;OL%~DN z_R?%}IU-81vKzq@r5#AhoZmBp%$R4EmgfPoAz40u5Z_DR6*DP{VNxdoLKCf;uVa7z zwiLr~r@B&3P&+<|g6I@hr>Z2LE+y4FW66xSejPaFsvaYWyff}Qij8l1MIL3W?$JW@ zzeCq)@QVPQg+zBc2kGa!AuPp*7y)I-*0@p+dIw9kC{8DAA*v_#GH>yVXP$7OB`_<3 zh8i8=tJGeObRfWGVkZ&T>m5~6CL@pKq%e}>iE9%t4x864w6q$9xxP%IjNsZO+0@Hd z@v2ZHJJi>+MnOB1W{PluOC=drwQ^B@Y(m?oF6)6C%)XqwhNrE~Pgt#K3k; z-pb4oyv!Tj0o*6Rq1(m8g1=V(Xe!1^frFXzHnfV#baip(`eO&glaQo(?PSHyBiR=L z;)j)#kG*@cyjA5Lq;d%gdh-oY#~zGC2)5?n)}rzB{Q^0DlBy3G`s*DDH;YEE?Ksh4 zpK)J-Up$Ddho=p(^{<2Pvg=i$nr9}Q7)CB)QKzdk`VtHOObYbjo=iO*Y{Jb|J4q{s zJ-p_~pggh#B7_eRD^XT23sjS)6Mhs8X$0!3TbL&CgA;5n0tOkAC`7R}m)`T zgbUl@0L^?pb5EvDp=z*|W6h5GN^97v4O&|*Dr&l26Gz@vHh@~5SB#QfIt}$lXKv>9 zrSB@C+E%|2JeTd-YPEVkfDxK|DePHQa9-z(4QEIbY>u{egWk4ERgTrNUd8@3silN!417gxgKK^Ppo^=vdl~sZaEx z0{>Nz>3|)|EQsXn1PY&divX@((9k;dRZ@Dkr7Erxm;WlCGumQJ`Kn!Hx_z1^rRJfg zZST;~sqn9(4+IAgrNnlwH63F@iY?wwS3+3;L94kVfvnG7g3@jJjVie}QbNrs?7Lp3 zq0{(ql0$sIz(PSbhD(gI>Ro9=*FCUAj*P4-ipFah)M zd=pj^)@V9<(brG({FrQxrSV+IGU@KuUFxZ47} z0B$D`L-n^|EnX1f(}`7Oqh=%(+-fmZI|3m&Q8zIy>AhA^tKj$Uk&0FDD3O(>Q z8^n#XampcuCv-s&x^XHD0D&af|?_-Y>{}v3*l`p=kyqQ_H zv;4_KkxOpRnCBnZY4od3!tGPsEjAsiwy-_KA4t!5GW2PvjI-pRTbreX^d_@;VT-@M zQe^G50)&dZiWI2;glQ(d0(wK{$FY0RXmA5gA=-IHYHc`k3zR&E!{?S%2loGtS)$f} zKBF@Yi4~sXh44Esv7L>F=dj@sTGd%$=REM~XjvsjB|nHlSN?OSz~BxP%W^)6mD_y( zUhp8KBT8Rv6<6rCgd>}yBUdLDT4Lb0y z)Bdxl$IqsJO@OOn3}$&QCoM5A^Tmj=s`MV8nLbbo+@p>H0nx2?jo3zF<{ImOF2b3% z2LC32Ri2p{uHC+rq=s7p$o_pQ?hzh3(tt$8_Ab^4gRxT54%LZy1TNo4xSHdTw>QdP zzi=*JX1Mg|`?RT*ARE$tAIs1g6Gp7YH4zp2;hBo-Y&8>P`-Eh=Yay2szg^)Gq^s09 zmqQry9Hfl>(^TM%F;Fo8c+u+O>1QiXnmf%ytF9Dg=LY_3#bP0$;A;3AvY0=az0nw^ z>EcG@E2Rqq9g@%&|25l7SoCR|K$YP#BV1A=Q6XB*vpw6zp+@~0;Ue%v#d4LlBWZ9k z&BLN9;LBBFc5&Y$>+v6ZI@!GcY4Jwkk+YY2JWQV%E-xALtcXo7KWLnva znOZo%#2&V5cN_ssE>LUpQO2@npRHuQvlo!&*!W+2>liJ+kD=kJEka`f2Ev?w}=v;y_stG)omn zdRdW2`d4Mlx!dDBFWiBPBAMB3VPlZOzr}~r@Klp_Cr8UkTbFNfD~g0R`oB}b8Ibu# z*k?L`#4&Uw8@Iu`JMm*M(3^_pzUVK0$%_>0s%*q!G8F?9ZckVNYiR10+P-KJyJUi*~g* z-RTWVs^AIXzU1XmY^Jpno?4O5A_!3Jp%vnjm~uBI4b91NK!o0W$F!Hbhif{z;gyqm zlKijLXP_e{(6oD$m^{_XK>&iuX(+%^Zh^TIQ%_SnGq(1#5fYD=c6<0?gv&W+L z8D*I!QgnFpS<%+8Xs>h^`QF8mL2mt;(UNbg)R*f9@3duS;~TK!@kt!LWgD@CaYWWA z8p)}hxgQ_S{w%1a(CuWXXFaR0tX>szTgMmOv6GlZyW!MIn1kS<-xUjAjP-eU zZ^}kLtKDCU4{|4yg)K(EJYF#mvL$e6ez7CkJbhufQx{s_!A>+Y)Z-oB!7XFSZK!=q zB_m$Mpa%B*K#Iwwoc#yXCJWR5f;RrYs7(n4Sw(Sq8hJ}wV^?Q6dplV=<=^J6|G-8Y zBXeh>e^92ly`77&u)PP74jmIS5gqftl}UCsMj}oorvFKAvNN;&ukj=}!FIZX^s49*NL46Y3B3?2-g{~P=HUr5jYo&EgJ^}+wkY-0bTeVrOn0!%*G=t5Fg)#m98BmG2nc)F2mFDI@^s0(;gND;- zYJMs^TMLx`>aWAmQ4#&gsGzk3B$G)27oy6xkhHPC0ss{v(IRyJsW`Uw!M zHIH*ZMNv{~a}Zg8w6YLBk>$1FwXqGPq7zHwA9nC@t?VqG_AC`pT0A`7e+Ss_bD+*2WI!iHaFL=Pe{!!5L&$${D6Fxf32<> zeA%n5>2H!-%QlD4?1bd#L-UZY@*7myiFx!hs|({RFfbo=HI(F6NQHt_rrY|Bx|Mvp zfZ`GJlFZ`DO#`~GtB;VkN08WBd|hBcXT&{&7TIZFvz0n|x6!=(7J-2r-I|}W{S&Jz z!#4#87a&Y$852wv9%qeJg$#wiePs^-e&C;4Zxc#N9zfq8{GYgY280zs4QC!$2u`y! zKvr2lU?Xh>!6C-~Dylg+lr$jooY0Mhqx|QwBfIO9kEp88E$lrxq%pHNIG3`2dJ7~@ zX#n|E3q|nhAN{%if6|{CvEQ5I-#tg(7lIT;Bnw@ zFN>|eKlNxP-qt*TAB}}RaqFy~;M$1d-1WZqlEBe?Qe?M=&y>)}z;i-zYYk{?L}wOq z>w-%3{=v0tXMO+8W&G)By}vd1(*mwv-X%a@W)x-qca>UN*&E!SgKiy1oBO9OvAL|^b54+nxV=sW@@4o&Bo(%4+uNL+yK@-S7 z0J#r_Ap<)V4$O3gz@OgFe7&F3x0_rJju%FbP#t{-)?@fasVP~=6~j}6n8@>I7p7pu z5bo5aYV;FGRW7&paxojnble`baAsE7+fU28905nK-Q>b`!i&MC;=i&?edDCJ{R#QxX& zy^tgGEN#s2^|%F~AaxZ7C+S3w$5+914qnc=T~GM+o^XY1RLFn5j+m=-AK@ghM^>kf zYK||^w}aVpup<7yCncnRXeV#CYZ}=^c8Z*GM+K4_(_59Jjl6q1FZNgT`L#$T1+<61 z3pHieYu_!()EBUeD(mg@kV^RZgG=D<#rS$JnaYr%kokRXfjCAchG#WFe+_9XEy_O4 zG{JstGC}b%iB{G?>U=g}3cz~bn;IF`MiO=nW(P=(`lWb|>Af&f#YXXx7sjmfYBvSZr&l&(-_i9{STl95To72ct}* z%T3Maq5dQaVz4ooL;st2^FlwR{5+4S_{%CiWZN-`Fn1gzB*W^EW*d}sVE1?QT5oI; zc)PWX3QJb*!!a+*O_p_RF7}s}1gKA{xk|IXpv<>pdlkkJ_StCuy3pLeDTHB$f0wOW zD7pj^Pe<|cH2k(WMYnq1zr`f!v#w}>aS*wI3OS#CFLRp}EMVg!j(f^gw-6T_-_(v; z-osllQyD-r&Pm#f~WA-dGC<_bq&2+V;id+{^6MD zp=v89z66b+mhH!|p{^(%@={M|T>>cTt+;QebKiyzzr=47KFUMn&@u(eDrd_K@~q5Ny-tl)^(57UuAWAJ!2 z5ufNqk7yuDlIT|{C#Y&fUb}sJ{ptI@S`+UCGmh%RakrYWU7pQ)iu9nOVfB`kZQb<5 z2S8WMz{#X8YGv$D`d=l*@Bjb}T0NSN*-79Wc5aV8<~La$jOHO51_hm}vBUjA%g$whZR;}f5;g4e+QR(psRQcox5+-(?!|^B zjF_L?!C}?W+c_Xjp_u<1zp!kX5*_1RESD_DKyVlQOpk-g0Rx833!V0h|IKo7dy}$F zQj}R-!W8djokOGY-pzN6j_r$4>(}Q*?KaA@^CV}xo9KHQfM@BQ<`u8HJ$T?b!tIQ(5C#ji&T~=*>WEVci8?&K z9U2=LNRD-)o}-(qeG*$`_}N2XhnxXL(e6{`T=c23j&&~dqU$eNIOIMWEQ#%(8em6t z=;S)}uYtQru{;EIV9t*wu|7ZQ&X9>ec~om3%^cdn+sOuPtOxaRI6r|&vb$bWkkp9w zvqVPWzZ_DV4ii~PO^ze_0V5?&TAQK0y$i(UunL}mzFPu!fT9{tWVEX)%_JD<6q8|) z^fH~n3;F6LV*0ib2?=!5E==!UQ4)!CY$F2C5gqRMd$cwuC()$8UX7x5F0cvuj`1-- zw>WQ6aqVG+ND!LpVN^S0Cz}9`<-m90gW=dh$m%;QMoy%c8%vslYtS04o;8x4Vrb~y z)C&zds|JUPP=dpoYWsgw`ABS_$Ffe!Lr#&epsi9*G?uWD=rxW*JzL!f^H)5Fi>Oj6 z8Sk1CzHV;qK#CORYg$wDva?N0q}a;6w&jmG$Vxqe=~*@dQhnK~Ms91HTe$2vk<01c zqi~|grB2vP_Jm_mq6D&AG-80V=T*`}Q#nu-G~csnWn^ZIB|rB%7sEfBFbf)U;~7`y zKBD58YhnMqo~UM*(kOXD#c#_@$@^v5(kBAko#9!5)=Hi-^G`zCYj2E3{AkEOP@`Lu z>LM%aRj9?ZV-}jOFIeqT^1-)uP91;82z3~lURO76(?78NISH04+`oTFZS`Q7ory%! zHaBca^c7q2C%F$!3w@jM@=W%j?Y7FU{mdci4-_?_bvnrRrSpjJVdpPARbBElxO6H0 zC;+lCJ6v25*?doCm4|cJ!u1*2#QY;^YifDi0}j+pXD^ROZMiKM3w`6iho^keiachV z77M2lVQ=D9v8IikQxn|?tL$(bM6k8Om!r;BpTPgFHiWsjn1mpfa`L_ahCWceH?Ce${{F{jZ zMRk(Cdd5W{kzcW85(+o9Xju2v9j-%}nBtKxG&zI4m4RD>9`(1<(L{`Z zgi%du#S_66iT5A`nq^;hL53c=^pYl{yDs_RMvl?KZpH6W#BU5MyuH?mp(Vo ze^G?KDER03`r(^#tQ>E@j|B0Xtl;!0&hrc9OTUK4^k%pU37F^f3R*o+*g?31o=!hS z&tc-{ZgbQCR%D(cVpwz@-MY$r+fX{18gzd)%IMw_(ZznK2G!?x_^_p_tHWB>=sY z!tQZU&(S+w8bTyhhH?*?cWeaA&DzWAxEcS?fH2R?5)&|Il?%_HmM$N z!t-z1-p+T5-#dqUk!KmNPRZlsUHAwfrG=-vKkwu{#8q`_RQ( zR_0?HEt*|}L`(|9B=STW_H}AW%B0W0h1j3H^6)?f<^75-k2+!}!@|cKis~8EaFvBk9yBJAO z_l%3Waj+JTFHttb1xQfG7kZq2?b5cssq%9xtE!lqQSjYe&AEyVRyqBj#`Wc-MqqCr z_s?S8f@EYDAC7S)pEFq1Ao#{r6X-d+b%_)bZn0J5Fzz{JusTw$AtUJ(frrohP^EFc zlCU~Sv1J3rTuOKzDQwBLL&$+*Lm_&Vat0yRh8R{{6jdZ@@-NqWL%03B@Yi#s;BE`b zpP2~o?Aw1tdQqDS>s|z{r7B`*<}ld6gys~Q8L0P=lY zBZYm<9)YP_-mzb>;@($W~MGI3VSvl;~!Hx(;OzE9(;XAy_wb z@D-AJ=?K5Xn}nWro$s4pD05_Lp%ybiPqwPcDCgd#%;zN~^d#+FXc_#u?A(;MnJHe$ zB|-@3xl|M4pw%`;h)H8uY!c2&9K`7z1!e!-OZfl-zL?NT>8N!4AV{Q-{to!N94>K6 z#_t?S)PYF-aWM=uy(>ezxJnC%MWv4pS?(y^zcPab2W zXl94d9n@Ya3VP#Juz@!GfYbiU!$3jqsWifAk&sXU3&4LI0%XQg6#!=*{83&z*~6yYk^n7(a3(VgqPOX)JaEA^FTU+4Tq5Lp80x?zZGLDY{PGhIl4RrQ=)t#E#B&;~ z!n?fIQ^QdN;dFxy$y@U-L-8QTO55a#HO&PSnWI#wU0;SI2yJR2ZbIF0&{gfCODFnB z#Hy^_-eB3r`0ERh1XU;6h)bjiyU?$DcMok(@ZB@dUWypD3dZ<4O?3m2Y z*E&)gAm0Fs$WS8DiO2hFKqEBdkImfgjbS zw|p=_P;`t3I&h?2c~eg1sG&@bj(7^>S9MrQbI;}*@rmg%@f@Q;2_#I&EcsV+Q@z!{ zcPJ|KhvJH%qqs=A&vXV7AwP}RvW7vwoY0nF zUB@fNj79mRARr%ZchFrP`=#wSf>HueB2DFkd;F!IEx!`OiA-sS)?_*+cC%-JbV$Zo z-t65WkBM0w7(6e}6C~h{2hf9VN(=;=WMK2FPJa)KulRKjhtL-MQVvB%n^wH95Us=| z&*9aQEq*{SZ&rfxtJ>9sN^AeK^-kHLV?exoVIB0Djb zy!NnX87xs!5x<+1z>+@bN#%*i)B;9OMil_niNU$#HH=D0Oc5Y>&dO2{e0Z6&@FA-^L6+ z-QpeAS%$GPhSPQZq8E{UINA?T;_c6z;Vh4GO&U^n1JUQLF%|3bkVI{#=qxSsHsA5J zN$eMp$6DuLV}bClVBwy}HL$LPhf}XegNngwBp1|0-~Uw3XcIk7?`GeHPJUqu+SnqV zDdqm%oS?w7ANOP&LzWF>G;D);H-R1`;GSs?=)p@C)5H<(&m37p3HSZl;1(aBH)!3^ zTvz(%s%(2triFwkTV`M6K8;8r9B%&xXb_mdP}290Y)*dxiIz%o|2=|4^IDR-pKd1#!+1letonyj%iAb2(k3 zG$LjvCqgH5pjRRpj0<_d)^{}S&3kqBR^{;YVcKr8n7}{aZR-ohrA*BGQJ>?Zn&J~& zO7p7e$?y@b{>I%2Mz`;@5GXq9ii2&X2>f*lji#~TPT!5)h`Q97uZLhgxNi9u%}kT^ zEGNWt0%O}WY=<d9t%b?#_+-5e;r=e{_5*3afw}UDfF|< zKtgk>6Y4*0{xNQCb?wgbaf=vrlM_@iNIG2TL03QDk()iHvOOGU?@Pd8w!7>qy7dCO#g)yLW$vF;arnD}${WYqWlK;1{Rz6YS{7er3 zyio5dm32?dH=^zo=jRtn9e0HyU=4&@I^&B^bddB_8E1$is#EQB(dDthdcH`u5jc4- zB4m3a9b|^Vhnw?Ioe)VbF+$0vU$QAoDIt z@_I;Do2UuMhcj&t4w6tRv_k zKn8zZ4f=JL$KwTiMv;5#g^VI8$4SgG^{B_@gkB#0r9^U_z-i3Tx4w6vLL(Ekw zOnDZif~I3~?we#pjDOCPFgQu5qm6a6xoE6!M${ITW!MwRx~lVS$DSA2PXLkLbw#d7 zU3sob)b#(h=8#`{bB>4|p{C{K*T&%VUZ0s6-ha=ZxlenzKxGa#@1oS{~~(GL71m21wpjrK;%9h^*Vg^M5WS zskZ~io4n<%LoP55Ox{&$E-DJPN=>JIV`LA=D2%Yn;n?mB8Z$4WuvIyO>6U!N?@J<~L2tG41wU@90BpXGRXU}cvteHu5fWp?z{QLUKd^VrJ4@VNCV)%&@@d~Q^rA#B%g=)yH)9&g0Tji!ILsOe-;PFcCE z6;bB`-LWKn5qMSMVvC6Seul3w3Cqr-SmlimAhU7`8Ttsa4d6qd`y_~?YkjL~$~cMB zJds`5AnGyCtKD5OVqmsdlT{v^W#Sm}$lq=-y0txzSH9A)77%jH-)(YN;9-+e8dybU<9#mF6z0K{o9k04Nwhb+L ziAPXpr>)Oq#z2jD*s7L<7}h48kfot@PT`l`=&81SlGpaUrK(&nn&~FOrJ#9QmeBvP z5t5oQYr!|af^J-*r9j3;cdjV3mL`%`6NFG9Pbc-IjnW=EUo~IjE{HW;P}fhPUD?^^ z;02F#3SIq^NS3BlOEO&JjQE2O^x#BwD7vbr@#AJ^w2&;?WQBz6R|NxmQ#$+g#R$+% z{MNAyQ_S+oJv46Mk^g9wGeZ3EywV0FS^70Uv|cSr7RA~ggu#xM>U>v8PQZkkB>uJT z9s`bOR(;3rnW-63k;y}-Ls)oa@i%2uBWC+ytooAQbXnC`WJKAN_X5-3L>*hi?(~AE zSa6kNk`=rg1rHIP`DNt66JrXoM4bz7#BfkQ8++tANh7uq_F;+m_09Sm=gw*NYuOSH ztGHxSyLr|r?@^nc_LLng^D#g?SRy>9$Ku3WW+4U%IS2h4$p>uql#f&#zU_7LJrMga z{9vs33nLpHei?hqcQQu@SaFfC4c!8;MGy)5g4l}`lTL^bIM6Kq; zdR!7hdAKRjZo`dOT-oxcq-6KIdncb~&aAhTExF&K85S)eNAyFp56*Vg$q(4PFtA6- zak!OU8$RU`Mw7o)#u=@RZ=pJ{Ag3t~m9dx6G(9KxlZi$E+>8DRegS%Zz@bms(_8?K zo|@(5n-PNz6mM|C!C+OtL&&^`AFcQx`yiVQS#leL1d+XQ*e9=12k+E%sKT)a5q1%> zK6pX2^py*L8l1jLL~;;)4+x4+%ZF$c9h^66+x`)}lV%r*{B4@$7hzkXu%|ZDY3N%s zuNnoje_?+Pr5B0POmrJQ%b58SS^Yacl#L3m&*UZT{RhF!KBM&ZC_j1t9qX;p{l6a* z>=|VvYJZMGl57K<_ixpsHpBBH`yW$qE$rMgE;?!GcoQ2$)^wn`fF>xnw1u{y?&o*i~R$5_Pq{pwd zD>#u`RW0*4#~uGYYEpfa=l+q*PK|L)bLrchdyNv_zVcvg6O=K@w8(dUJVCU{b90m! zO`n8B54~A{H5NgtN75tMI$;u%bcE(5GC5fc%tD-kOO&ID<%&~PYqDYoPuOh$^)XD4 zcu6xU&Sdq)BJ@U$t8k_^+h7X)_}KP!>ipXBbq2eB3_L6Mi**WC{!r+{G2~EtL}Dbg zL`gkk@jIVgQ|)lAfZ~Se|G5LexeGFe%j`LAM0b_cTgaZ8NzwmE?3IVPp)+elLWl%z@aRQ`6v=}bP;Q1rxU_a zuWhU#hP*L}i|bKg!lqV`T%a>e1lsO~>{8QWczbq~N#*iT*zslkLU=TClVuK9=kr4F zChMwf>21LfRarcbL7nloS_uMfO7*C{1APu`I-v~P3oP@k_5(rJ(w28A=&saRwY^c| z+eJ@|Ni>8A(wo~xqEXSU6#IgTO)pP{~fG?5+WdWK~|sLs1X@J-z-B}WPEhe`HH zCvPG6m2B?)tsHK5+J`5M%9hjHhju^WQG zBBSCd*d;iTssEF;H^L_ciz3Kwp>=!~Z7_Hu%NFDtAau;!F7;jzc&8g+%taVFf%-t+S~X z@@EhpdFJxC*9De_sNG3s8uFmUZL4^1k0|sn7^67zYfiLP$EhC;_q=9#gGJzAXqw}I zR939nq>)j>HPfw#f2D9x-)({0gI-XcHOG(0&Fm~ntgh_`-^eE^9eVPeveXUbIoSX@ zZ5sOB-9pNY)obKt@h@vMhMe`hEIl>}*Rb#2P|mmCx9D9t4(%bg>)96&_zfC8kz8UT zQDmS`7yqskd#09BEQhsD20@J0+Rv)ec&RS(DHiKXj5=Y9jKVH!8v<*w#Abm0>>L9IU~Ke zhlNK7;vEsiOZXD`o-NyplD?2B1lzjs_*AX~q)Nkha(_powDhLo zgy57>4|@>j!3phR_l+MS+XRc=epnsU`z7r1YMwiJD?_1m zRvX@FC9vgn4Hw?KreK-eY!Xh)n51ay04@P)@641$X!N?b2MweC18&M{o2F;Oo zN|mK#*Ud^r2zr`ifnJu{Wt+hxN&}lhDp(xcMg_5M=az+-CVf)sSA;p4>HqtHs)`Y1 z^dsckq_=TRt+cAcnO%XGv)g@9Yly@|CRtl6r|xvnb(P6uykl9bP}1SCpOCVdh$1mQdRFe9M+zK5rcXl$RmSke%9YUJqa7(+xTrSn1~hS~&AU^@u{OoER|a z;G!w~ux{P}!Pub-CBI#ht_`1F%?!g(#kbBr>0sWu?RXhj37_GmdCabS@wbVMH00Et zjik>iXqixc3ua$MDGpqUNVknhENq6XaPO?}wrhwigO-O971`~527rQz+L#fXy8Z;= zTlOA0y*HrW?&6U=4^D)?C&Z!!yhDq%z_^Fg$qQ}?AvFk+z||r0ayjFxgT<^SI`uDK zxboy$vX7F-MI&}DQuU;gV;T(b>1C()Ug{K7cO+kqzAZ~f%%CrrxcYei^E*C~50RntW>J1dP8?wIa*mL-N(!Fd^I)wrwrZK^%%JZ)Dz2MiB=D;>Or<7 za#$A2p%oEYRnfOSqiEdoKWjcMi2=vJ+J<7THZF9)3qtB^ph=PM^N=ZN+<`J{JA|cj zn9VQBOCyM|Q!&-+6(T{_@EGxW1WNO?)ZK(g4`52`$=B&aK- zz)y~;$!-J3{}^~u4Q9y|ErklXt7<1+2I5Rlyf{f|c=>lwnB^_sUf`;ut}k$R=tMGw zbnRP8*ap_vCj0X5zixri$2RikPvQ0=N(>9J-W*5L8|uI1HJ4MYJt>pRISC zCuf_xlS{6jtWHZ(7rODF7qEE;c2T1v#JP^GD|-cV@$!%hd$AERs-7mK>?~mFAvd?|W8o=T)f*}_Ie=F<9A7{LlRuh_ zs3kn&>%BC3y^A1WljA43n;Q^+DD!?xZIQgLr>C$snrnD%=^aCo1g27<$que6^h;XC zn6Dm~^BQr(>+Y6@KJ)4gG!xFEkZYoFLPKrS5kY;3&@qEmoIG@&5_4z6=dvVkolq=2szlT8BmCZ)E2)N& z{d{u6Z9Sh8A`}_+ExC}vp9Ue(9MZfqZW^;{Q`80hg%WeFb^B1dhRIGNq~`bHvYmG^ z67ZPnO0-GKW|w9Ft-5hw-l-ssWam(rW*=d4$)z2Lvv7zJI2~LU(esy~ZH|4+oK!+O zTNrom%-RLs#FZsJK_bPbW(&Ro!#WwY?tbBim z%5Nslk{U|ITZMJ|Pa}j&#?qd3?&DSCcH{W{hg|L+yJcE+L_a?681Y5lu9j~v+0~x5 zZpDbaferMzL=iV#lVmi?!VA)9WS&exECNZV^jfLi@uX=X_)AJ^5RK_J{F~!CPnF!I z80t9ajpGW(c=%<2F9oW+KV{zE#H*P5V7(RCnEVA=8?vDH&=Cbm2O=som%(V$-(9&o zw^z#bxmPmU>i#WtGQr+a(2HoN>$EPh)VO&<(|>HQ8+Q@(V~kDnT+X%H{1j%#NojJL z4luC~DAc+G>vzi$6boM)j649S!xGn$a3rr%<;f;2!xiMq5vlW`@7N>+?MLIzCF(*q z#?b$Sg+ofO%}9}I_yXJ$V_maO*A_eTlz0=oy4n!GH9;+~9Y@@%Oko=z&g?mG5|hG~ zQ7KAr3N`9(Y>OFh#&xO{kl4Fs4H~N$aQ~b5u134$@{gXRVN$D^09LR;`O~l7Vo5V$I;C&4lYG4) z1O^4o4$)v+=n{jUR6MD^#{}$x-r?RKGvU9>7T|BwlIJtlt!>ItdreE|?MBx9q0_Xp z%LHz>GEHSs!*}0f8pJUTR3apkgv=ygHV%IAgM(8VZM8Sx3L;Oq#vlys82l$#DL{GX zI9Mud_6jg0MJ~ny@L1&(0+7E3IyKgAEmA5eY*bH zrNM!208uu7UtPSy=;cz+3Fr4Nl^YeEoZ}ID78Cg8*IQE!>>toP`C&^ zU~p|VbI7Y8HajpoLE>?@aG>NK0QVCHWa7z~nO)1^$`=rz{g&euDYnm6+5LJm>fZ-Ks%t5ng4$I&j^;yIm{RP>aL5(qo)wfYP* z1KA5s&-O1K&L0n_po@-)56Um!WWc89gD|Xi*8Ih(xZ1VItW%iQaytntjS9rQ(7)_B z^Q~_H(5LkCs}y#ye+14SlF07*j95Dil~PSxG8i=&LwhBMiPSU3&knvTCFG@{tbEu; z5b$Rn%aag-8DbG$cj{+S8}sM{ z7b}by@%b`G90Tvek3ETK%StG7jS-!C{qVCD;^^enhP2DW#M7Cn|5l){rNpiEJ*Le7?i}>?7rUvKznB~flm&L6J)%V1i(}687TD5K+(>6 zXD@&vvm8Y0u6fvGzb0baJG|jtro-UhMuqrYwy`JbE z=`k?EB#j_4ELZqth+GjRBd`;!$%CBX-zW1|PtfqEU*sm zP4%becc>-(I)@*`hcydNYf7>$#IN!#d=d8JXCLx5#ZcdLhg7ZsQRAY#ozHPRc@h!T z&drZk6MQ&^BDA*6o=fSG_aoO$?oT)5*5q%ua18ead`;;`-pDN1e##*dg0~Gp8l# znvAP-II|#+uQq0W#KEu zCQ+*jua7;J%sXI40d;b$E$ z8We5x+uyt#mm3hpJ`gx@hK+6S1-x}RqD+|1Vow=NN5s+h7#Nd$@;Zu*${pAbCzV$Z zsI+35Z}ez6@H`Emp`KhTh8XnYGJ<)%QH>B_xgJm=tXU?S)9l5{?(S6V$W20^uW;*r zIqRL9)E9H^4<=)SU>20(L692bRI3xpbt)S@Z`jR7(ONRMdKF*OA{|V66#CX+2NfVr zaWL;tW74!T0h|^84$efMo#%9wVgxrhs{AR4u{A8nj|o1CPIi7~gHO1E5un#M7*Gnk z+at=W*1gq21vYif>1z*8IesSM7Cm?MgH*r44WWW>XV+G)7}`cw&^KnHXN4c-8_PHM z>KiwwKe>!&gc9sz2WouHphZ;cZh@VqqX~z)GRJ=K_f;}MIQ@9zQvz-s-RIVL`0$IY z@q})hYP05XImcJLE1f(K@L62SURRUQbOn(O<8$pKhaJTM%3tWl6h^aw`;|mcAjFKF z2%hGU4n-4bd4^CI&kCMqj`v2{NMbdk@$GZ#)q%y)#K@G^jwT@uga;AU6mvI0zJHc% zn>NkSdVLc|>1P)i{IF1>OBsV-ynFB65uPBOvVV)@l!;gSWPNy#FKOOEIDI!T@fT&^ zK}Ae*`E9J@rJM$ozv69UV}*fKD{(U&QW#!Y)FrA8d2Ni#u*_@HU1!XQOt`e~)$}zk zUTrqk=O$r$qH%T>xmcIFK4BgUfYntg^`96!#~5A0giW{Y)3$B%v~AnAZJf4k+s0|z zwr$(p+w<-2H#6DU?B=bvk|(L8@S{>y*K^%>7;tLK;w>j*`5r>OQrWf%hTQaYQDAH| zg){knAC?_{14JX)xX$CALyPHidH-*?b}(dxGI;`yW)r7yFwsVp8Lf3_I8ML>={3jt zUW13Vj15+mPJ@eF)*-{2TC7xFJ2CJl z(0JS@&MPEJVo;)aPN&U-9J-kB^M>NXtRG@F({s?hwh=<4wl&vRrA9+EfDW`=tswgJ&&o$Es3Ucl;RzG#qZ#|*Sfl01P7RrW{U5AUM1nYL6+{h zF*T9ld^{8Ux?mS;b*{@BZl#cR5-7TQP-w-ld%;Y;E{?=&XCRUy;r;u~`_k91^a**> z;?m9JtVuD2PdAy>J?yfTj1a;fjAA=qEWr1UoG$;wln`Q>!@7gnPel%#f_@yqT*yR( zkh~M%=i)Wek7^1Rau%LMwQY_Cz7s}#2KDf=cH!Pgp$bH>5$0z#ANIWhG^bX3`F>5% z#aF1{2ZFzWE~6aZl8X-@09u_)H?7KpWc|{w$rYk!;P-a;_DYK#S2NEG1QAY@btbQ3?dV@}71|f#| zTzzqco&tW=lo}^2*+Zf+FeXU^k_S5li=7m z)KQ%q8W939U4gYFp^~lBJS!Z^bH=E$ZP2`@dCAs()ta%Ad9^ks>XJ#Tyu9t9-5a`x zEV_J*4>GWMt$De9bvffUp?9-0zsNQxJc%Gy6zK8hUVH>RN$wv%K9A-BwjFE2392uvAmv|OBDd@#uIY7 z+O`(Ta!zXne1ag1*~Nw+J73={*$`1!{#CQ9k0E0v!Ez9AhYtA6Ptjnk`8mikXP?h4 zNfyu9w{VHZCT@{m1s$BtUo82=K`p|u{Zmty`DL|8RV7~eO3p=nAG@4n&Q7MppGtu2 zq4U9bOBzn~FdHSk!b4@yI)#$Zs@wwj*IFLC)_yHHJ}c6!So{c9N5+YkFW_|R(%05Q zGEUZ`#S8t46R4mM_VSy*{SmcqmpVT6PAO$lXSM@Wr_smGAJ@Qfk6BUZ#OJTgW>cX2 zP9U5-2%t0gve<-}@2yG%Ym_JDf<@E>gHB)Kct7>MAyehlz#LMOAub}7XN2S2ERPfd zGzj-gR~~iBw9b#I|4P!KXsDCRfN`o~TJ3`Id+D3-S7xIaM{~$m5t~f!wp

lnzcK ztcR~&7t}>71S$hM6ZBCTQp!vjfR=mqMAglmk!V3|0c8lH+VJ@(IqgursX9@}wq6C- zE)~`|_t+QYIwhYiTeJKN7$yCOEh9Jx=D3 z-9@+TYH)0hp#FwR%&>**UzwMdjbiz+JDhzZSGeEOyO1h}i|YMvG9)`gC*i=|`qK2j zGficbIa=$mS}B#VD|#F~a>~j%%K}!Z2{N`q0W3!;*Lz0%`8uIkWhjFr6#YdjcHxBr z6A3vqcbFyRCVzv+E;;J`C-w8Er{cfO#{ZZ4 zDWIV&E2Qzi)K3LlYZ+S(DH>^GBlG`@{mIIXPs7Cg(~?0?Pmj;R`Y-JrtQ-}0XVC_kORPm6~ToiLpUohY5yf61Vd|D}V< z(8Ty1}xQkNgA)Sb@b->uSrIHdn> zl`{X!wf|?M2=mWZ$^UJYvNHVRTKvz^zcz}n{#1?p|MuloIhnF+SuZ!!BJzaVAkcV_ z{XOX=r?FU%e%Hw3E(BHR*{dNdUZmOBrW>XO4UWhJ6zOeTyD^Zil`9q|A-W zesq84e2Z5d0Qs8%;>ZKvEN27eqQW9T@m*s2f$cok+uMVDY_aK8e3K!aKm@yexYm6? zu!4LlH*&)me9B(X`EZodNZ{D`=;QWwPv`|9t>73{0gGs?0$TYYEDV0ub^B=q?)=<% zgOFaPH}eBtUcUT!T7We<_ zUWy(<8`e+iSB^i-YeC9QmMY?jDIOUQ ze)qDivj7ussbVMz#dBjuX+iI>K3CAJFJwgBD1U5WkWwpkKebv;mqpG(Z-g?T;(BYG zXX!vN8*P^Vqp}|0GG$N72tyOm3pc5+PZCtWh;u9a-mzUZNnUsMEqdf#~N z0-WWIn2<$bUr4&bRCLwO8$NZ(M;ctW5juU`@P@&sA5KH&M~JQ z+4AQT%O5j_dIDf4M={zA1LuF%w=dU9!^Yte@18c`YP2gmugRReW3jNMXxo*JCsB%y zUhc9gaQ~S1zm!PH!KQSuy+=MaTX{p^Rxb_r4PAM=JSM`yV7L7#2JW-pmi9e9T=W#S zSQJ_fV_oH9H(g^}iB>&PrtmL}4@XmbKUh|qQo_+pDQ5`4r0XsbH~i`-I8j=pHUo1( zc@_(h@`S4?$Dq&RV#c-xu0e~a7BTyH0)p;T_`&xLvARdHZ%W9bQUcbwgKD))O-*`C zhEW9I1d49>zS)l=3H?}$8KbMRE{g$46jG7b>Oa~vlZuG%+_Dis0TjCp*>E4OE!PQV zy1poh;$CNlQ~XT4;skY$BnQP{g|M4Gzd?U#Ym>Pn=)Nr1{C-I%g0VYho%1RBC-kKx z9tAr1wf{tFHAj_{W;2qGcm>@HDy;i)!9GotjAKo5p6h;RIbk0D)Fn2a^l7E0UFs|9 zGMr?8H=`T6p)@X;O+v4Z^_}nlTzIWB-@XDoW1m zr<|FD!Ad>9zTI^wt-m6jr(p$l?LLNB6z^2HgO-F$mN!DYE=81_Y~$>vvYs6otybBd z7|j|X3!l`;+gMbadiwk13}F0cJq+2cr3{r`1Pje z>cz*V)C9mxxnM96$5OdkezIuR^!`D0&I5Bp?;4jj(zjb>nxAEJ$%N>;sL1V=L({n*_}tj;|hYF!SYuG$~%E@%NZOpq;L$ zvT#JQ5wZa;m7lpqOGW*X_bFx7o=3E?@cCd*R;PdD`_g zR_&z>+|(gO)4(1hMY-cOa4enuC+p8y?aZ5y5rlTdUxBjTg*)Qp2ca;NSL{>o<2@aM z7Hj9~o#|L`yY-(ynwON}a(|BeP zg&EV`97kIbVQ^}CPg2Ca8=tuy4ub}=gK0EeOGeptL;W9>Q{iZD+7z~B<-PN+Z;!vc z;J7Vf{0wow(vzK_5M}QTIP2}d!!BnZXp_fVd@wK0JCdq~!zUg2Em|BlWiTjhcrR}1 zS{)4WriP<_1DLoc58+BAZxTfUKDWmgS|Mugsv!ekAqS}y&yQWq7KBCebogXA8WQcST$^X7D5yo4!c{7&4LpB~^Lo4IV7byiPI5&C4d zLE*g5PBj&kvaxXt&L2sREA<;Du=#L^Mlj||D-ojm=-ci5^Pp>zocEeN2jNjdLuK{VL z>j$TisoEOpZH!eeM`^EA_#(MBds=rz?MkxIa3j%OuP;IS93W%Vq`#;HSThx#`y6q$ zZTM_WLcQG)1b$>PpSN83)w&V%BCkCOh8Xc09>yb@Qmcl_IWxnCE0bdEq^4z0PqZ-E zz^u-QBvxBeQklNI_yoM(Hg1jQm>$!q=|aEK3p9s|RgPUf`f}D#gJpUA?mv)M#_3&- zbGk<)4kYp=1*pjjD*$$jn|%ET`~X=cmAeAPUqVKjA~6S!WKKsvwJCc9wy7LYjXNYF zXrTJ9En0`Vqj^-Z4p}2IyMq2!gPe>e$14F+*t0WfjLXM(bYdK`^Vj3x!5yS>Ir1K5 zHs3W28S_wNq@}=n_Hx&EL9SllJg)PdlJ46+1Lw9UcD&@`P|nGqTTWq8;gynJnL{X0 zr(s+3e9%vV!vKP>M{^wn>GiNl zcu4FkU;ARp8`GVp32hz?c6>cS0~*bp{(?ah40GLPo$c%^HY>~N^)iWINv;HIt9j}X%pU-C5Eg1GguQ*+4`XR~jlWMv2v zyhI(Xy`28mjjrn;e&oD3+-}wHOmFZOQxfvsh^c;8&jQ3|GL?lUf<&1QRlHo+=>j$` z-P@b&m-9|--2^0rfE+X-H#`cXH>`byMYMWLP{i$=lOj?thWIVcR5fXvvv_VEK>=1U zEtHc&EJ*d<2_h#SutDgqRcZM0TxSa!BTDhH%~aB;kszwq2czwQ!gS6BXd8Yax$U1LDtJz zK+Q@sRQppOB>f&PRvxnguk^Q&9hf@X24XNjWaKl9Y1>>qIVWwCJZA0bKcr>J*E&?N z1)q%qP9@W#BDK|sS7QJYEJFGSerKJF*ifrFqd7EoBp6JK-4fo+6+esv7PTb)mVIhd zC&Kg?&Dtxi3BY_kwdj}?R*7E}iJs3{*tlW%b3T0?Zt&}j&SDh}TW;-=1O@3A{SRhs zRGB@q*oKXl9YBGHX)!vvN7d8vwvSHF)+0id-`n2OSt^R$jwZFU{DXHBF=xuYj&sG- z88vxzjgNi*7c%^k83UA>Kfga9yI8sDx_sQ7F?o3Q1vMsoV`ck74~v2*3AnhN~Hnlls75ZUoN!=dsyE>mr|a|YV)5`|Zj) z+QXG5Vc(8G2TWG`UXPH-WhyWcSY zt78h0J<|NZ5@6NQPhr$Yk{wXGbgACe9VwB2$p!<)xUicZNU9vJv3#s|Fqh~s zhqU1d8^FnA2E&V>Te~sq`q{a?5t+`NvcZVes9uV0o>{!$TCfs#EW1mgs_^rDIk9CE zL2g^`|GFZ#iL0p2Pm2{2fO-XM&R(-Z=+x%E{WG=;(2eA=v$_e6*{^`T_J9w(;o=Y@ zzq@LOwIr$2o+^HeHU6>Qkfk|Qoy-`*?vW~Zyfl><2c!w;nG?Dz!-uNlcjhFm5Jke9 z9YuXN&x0l-iw)w#Q>`7XzvW@OU(sB1H<0=kA-wl7@i*kW2HdPwuof>ZRkHWR+&onm zeGx8a1df%9Ep;=gHkldiY9fWR&w4wfPjZd#x~EO{LKMf*X;kFA_^8Is+_5{zE_9z> z{S8j`8n9sy!@Uk`1SQZxOcc$mEdS3rWb!F!4%W8?+6%qz4M-n*X2e!(>ngvj3Fofc ztN(rq1!NU?h(Rf&qfS=5a%8vAgC^8`WdfLotGK4~c|A@IHRbpt;B`Su{Vx26avB6TT4j;g0nM$saOz z<$?Jgo~44O6$9jq$wPC6l8mE70*69l=8?UBr}T zj5?}(YE*Z3-;Kt1_Cd+rhOn)YcPlSOXmg(M;IMQ#wVO0cO4%wBrs@bPJuH^wEmlzy zqdppPE9RL$Tw`D3ObD!OuF71qLZPdTEkTa8(v_CEXWGB{As@PHXHZCn`z}>_X!>C2 z1ueNO!BY5D*+W(tT#JW2Ievs=OhM>nLWr{(u{lc}?YDDRR|%7l=T}a$SE!4Z(m^^6 z>Ar0EYcGI4GQ71@J#Sbcu|>k4V?klL-YZU~#`Uf-t?T$6MbrZG5pKyqEZfR|yDBY9 zNu<(@?EJZ@I@EY^d3HpdqRQxa7tu_N&E|#O4Q&p9)G*#)Ju-04kmc0|uZw)yr`BHk zg3TfFw4mq?`n%NUeCTQ&y*P|a)_#elzw6y?lKnL3=J2>-6I(L?c(QrN(|xU#^;dtC z9*i5HD^NzU)&0~xa#9l84W-Q*CHN)rwMc%=6IjfXT@e82h$=rJPXnNw22$NkI<_XM zXi@NDPIY8&9#MXdc<{oy4iLqoAd|(mVU4fK8egMq8D<^jFCJq#;@qo~BG^B)i80Iz z!g2N73;P757pXQkV%04$ zgc9B%x+%1E_D2luZ$Uxiqc*<$1m&xD+m=fD&W8o8;lL$h6!9?mmN)h^$F$ z1iPJMd!tn3viV*ESZb6Iv*-Y$`p!=LHgN0o^GFU4tG{^MdS@`a+pB0#WYC`Li9@*? z=>(I_$4Nlu&X@k^c~wF{7D$u(h%Vmke9p@F(#m29#1^;iGYuB1u%v)R=sIQxX4e%X z>akw3s5)ebirlVWytfp^*xIbr$9b4DAr@shjUI3;MMyN9 zhmzTGWglp+bImG33<=$+eaAd6JCwte@o2abS z6CdT1wRwpWqbMWDenq(EsqPliZP+>Z~v9ErqSbQg1)y>}Lb_^lE4x4{#`}?<| zm?6kL77y;E<-j|q@jdZNkB^4(OFx2FCJWAMotvJ$H-meLfFknv6{C?wmd05ABXK23 znTn~{ll;459KgiXnV0WCT+Dl93xEnBDIX)N>gD zIgS^!i=$B;I9}k4zvXV+W7?j}WXGtr)9)UDH-x*Lf;k_fXBVuM6WmE?ZBo!b4;>4C z;kYw+Ha#IuiGkFSEBKKdzy5OHa4jEov^tK9Y^bvIpxmZ=x9yy;h%ZG@|eP2c1+dPHa=c6I=J2#n7jdczTN2XKE;~fm5UTB z%Id@K$%E*3jzlQW@%XS5a)X=)YfeKtjJxL2{2|%R6~(h zu=-*}RSs=fGeRAPpqML)EV*IOu|Z{LJ6t=Bb#!uyWZ} zhV1#0MVPc(L8Kj*hZeM(&9FVCs@Ov1EG~rW6dwH(Z4W17Bw2jA4m^r^=Ck zqQN+`062SB&BKVDim12&i*W&$-ewlK`%5!+{V!E2+@<%Y)G$VaH>KIVhcvrlY0!vW zV@zyZgipKothW3w(T{dY?XV)DWC5s8ZWk4Pn;2lk@vIm%eG2O$!(nI+p`_iOXT4PI zqmw4WFQJRI5v=aMItPExUlm%laWsSLw@%r5jr5T`V5Qu3(AN(pae_4!9=+``U-izv z@(rQfL&{Lp&${qNS?Cqj8N6PE(5~k)>=IHiEQwo|Cm|`0QOSO9r#^2GCC=vcC5L$+ zbeJg$r~&1MA`k9mmRp&5=@Vo=CO%>0pwle{C7rx5^tKfMvy)=Q3tR9U3&yum^OzPm zxaz--^0_-#V8@u+PcIt@{UfMMCcOat&WF*)!ChU%h70_qx#JO2oG$ zw35ETrCSS!$rPPt`ls8tGN3}upSJX=YOY@|6q~-PA6Ia<@EnaCz*cs@W1IK13Lrj&!PRFc#?sGp8o$g z^R}|hFtJd(fmG|FoOXRN$#}ha_UCW?kL9G^dcFGX&3&8Wc!G0#A}8%N&T^BB@Cl{$ zr<#!~0bN(cKYe>fWLs=tXe};1J2)B`-_WG!`T*b7ki@W`R+z@tXbMr^CvSt{;Zq$I~Cwz z^GopFwInbtjK%NZIb}O$ z>eBj4L+x|%6Eva8-p+}>maV}V z?(@%Uh4TVag9`vVW*g_%zT`H9p4pL}W!dr5^0O|zre}lipWOpJ6YD!&L^;5VD5-}F zSehto?61C$!LJg|?3iQ0RQvkI#My?ob%5_|2ET4Wk!j2u z*C~KPfNvN~NuKxbZCoBICdroX&FXKPDuah>yKgqVy=V{L@jhGYyA(`L%)h?Slh{HN zT2U~@li09QfI}Y1zLrmPZShTcah*kJO|!Z--^wZgEIc@yzVj66=@@Ei--1B*-O3_M z!QVWA-A)#_HYeP4@Xx}{$5G$=f+@+`L zD*y{HRu8_@+uMFC7^xj!Xtdv;Lf^WU<~*XFOsalE+a0GT-$|d}FCWVi=iR*!npi)z zQS+Qo(H={|zU`O1px>pinHQJe@gFsSH*DwMYTp&tQIS7KpR1B$1;Y+JsmL^kZ8_^0 z{0(9L@H`g?2fmujOpbc=uCo5{QW$(yt9s(I05Z!gWAD|}Mw7kjgDWP79sQKA9{)s) zrG2>Th8X{RNMsZ5RI7mdHgA#AQ=C;HO^X@$g8FRwm0iO2zGX6GYl#Tc1H_mpv zPh{b^vKYM+v!FgVJjzzoo!FI4 zF6H2Y|KCbS^)r1NCb={6H=>jqa4uTT-@jSz^}_E*$U@m(8H>%fcxb6(4<<#J{qMx@ z$J%z4?I5-mice?HbD^xHT>_0_@a$51 zhGn*5_?1|aHu4~u>J)Vx*stg<+d;R!p5$o|hcWDk;%NNh99ImpSj>3@n1XwRfPvkA zOX;xFr;0`YOwz_Hiy4K5=ygRf#)}<*N{QNFU57w2SpUq)o|?jlsB7a;E)9Cu?ndPW z&hp6Mj`y2gG>Krg#+tKYE6(yYswNvwM?KSw#8lcZCk_N8qLR6D8f6jJOKCe|Z>Q9- z;t@9yaOHuN?*lOLJZouex-v})+vXG?d`{y^n*QQZ~|(0K6vr*Lq8g;bPsG=()vC4 zT|8Cgfx_8pP;cTiQ|H1WXt)-2;MyLc&bE8XRPr(ENT6C8!uQOe z=refm;33(;tEYI9P^VIVV|6!Iv+MTN#wMx0iBJ}QMYLAKh1?B;ET}>PY;-0m%e0oj zS2M7_8y6+ggb6EFYj$2Bgj}7<=n?|b^-(vmsZ+-q4b<-)-ZAIZPCq{$>|Rfp7tSA+ zo%Dz4+oa$#;hN@XQuu+p0MZpH6}x@eA2G?tdw-%rhY|B}ssNadKMx zDkH(7r*aGmy>y%I&nzCb9-vRZgh00}Q!TbnLwlM^0oi;gs2kNB_*3Ms~n4b{;sOUrlR%%)xI;W!ig}>F-$h$xZffBb>Zl z+FK&i1-R4n3u|+~2|6*{EzIl-UZNavO|6+f05|SY=F5A(U{~pO*s*X>=I5?SI8H^m zoS})wFa(hg8_z?9%;2HKf#5qi{7jH8wVQAi%gahvG}r;>-PB`EYb--xu?#O5K_)Dsz`xRA&lh(v{M-g>#e!9i zZaupM#JVx`!TKeFx%5@`Xjw!P_Rh(dh3HX1e`h)7UPt5BVzg3A3VokYnQrr!+jc3| z3H>6Ki83>3RHtc-zuhxeZ3~pf*af^nFYcwzgVkmOb_C*3j-ij-4%{}yAup9FTuP%w z0It zXkSrUz0;P+Smj0O&KoqlzlmFIm59mNZGh|v#{;MS-^OPlRolMcL_dcfT?_EJ%!>|@boS%-nzrcCW7(AwE@ z68HlrYH>*^t!BY3NGV4|uZOG%nd# z!Xcr|pubesqkO3hDF2Gu;*-2`tYRgNlMj6YU+Xzvonj9kxGmpF9UQ5$ME!OpSZc3P zACfwSsrAEBLNd4;A0e=>03Go5jJm7rQeGZA5RC6ep8?C$se+^!`$W-V(#iU}P)15_ z9_dg`_RF52CS5;1x@rSfL$cEl7R6G}QBjZ~DTc&W*A{@#(c(S0)mamxABl2U_-tOT zm%iSmMLN@)j>;6_?zg{N8a_(wgcgICnu5wOTEHpgWibAMhJb}}(&6$nqURvSy_8N* zplO}bx8o)-M`PoH6tNqrI61RWTYrWY^~-x7CtF^S=I*a+Bk2L`!h6=aY`k}KB z-{d4$&_&JZqNL{c)=jFVn~?<63wUzogV0!4#ZU&9WY{d^zU%iZo3e-^;k9`z?diB) z@=o%Xci1v_f*NCFe{bJ*rI4xyB`&?o=)LHNbWCUkfSqi!sQISLw4om`4?)n_c0DwT zLmBNK&t@Ea^*d*#+tuJon^on8Vl*u$FMk_YDbWP|jTO+Y&+B7eh~-9164-kXs^)Bc zgY^^F7{p?$cTbpGg5%tuo!TN?%blYFl(gHOzZIU#V1nws>xY{1gh5YUj>;qJR$S$3 zVZ$w0qP|PTb2R2V>{I|QY<3_he3sH1xWH^o@$Jo5}sfFdHx9i`B3(k2#PQGA=E%yfMJhzOG~T2XZRr}l!h>EEe> zH%u(%h51rwcO#^sP6p+7u=>*ao5kQFo2i9fW!uSKAhhE|*8^rUzPiw&5CJJ)sJv zx0#?dE^0NH3Q$64?G%}0yXOR9oF5#6eYwij`bh(6C>k48owP{fAf-#cIvN6(yi9s!cM6j};0U^GF{iyX&#MW}kv+hR=r)q3&)t~@IePplBZ10J@h{@vW zRJqNtJ4k%b&r!lV^JAwc7qO8T`_rxyS5#`7UghU*_wiDNi3~;OCIGa`OCW>m1%#h5eyiYyFQLwpa#<)Pk#Y7%OnbD^Z7HX9znk1x{DY1dOpA<+Eni zba6TVc4NH^l1H4rm-6;yDz*7~vj!A#b0sLYG&e%378L%?_?URUALfE+!k?pIhf|V1 z+z0b1KPuJY;S{Qpd^H6Q*&$8(FmTMSP`S?p$APM%!}CjMDg3?GPc$WqU4B4unw)qs0$1pKMY}iP;oZKu) zWX8&;9d{xOaIQGJ5!&8({Ki`$a+*^-VJXZeuZgsrhOx8*vAqJd+(8ex1_V$S?W%Mk zQ4%cX$;JKBL4cZGgHV!%%jq|6yaz28{u||QoukVhRm{AJe$P!%)TSY0u?V)8RMU}1 z8!#Z@J`_lWR!JD5467$Tb>C+eG-J4!Y~;mRxB(I|0(haG0k_FNs$JSFOawv+r5SI5 zSeA{kg)@cf%=12KMe!8j`4R?p#XhiIC%nYK`P6YHB;2mlXM*gX(u|I7*%ardEyhI7 z!Jz(TrrMM1x`(BHWNw|i;4Kdv&a&>mx%p}(<* z3V?&}hM|@Q9FhSWh_hV0W@^z2u{VVo)$}E+Ul$Ecdvvj+LV_YVb+d8on{v&wog=aU@8kx$JuXV4va&o@O769TrH~ zBr`*%bLP^Zl@s+t$`9)deX&NM&W&(U&vFnRVL3eu66AWL{VA9ajv#Qtff9*t3Nx-}&Ot4fJWExy=-rtZ3!-wHT;(R4Xlxe6l~`E#y~=+SJ~3~$xl z5#&tMbef~|#U;%`6j=v&+oEL|Ol0!dWG3$Dp2(u71!;nN`9Dnu@$8_>(L7K$D6he|+-3 z2Uc065U#S(8I=QvY}2jKXc1pI8N0hZFvFuN7&{9!pp_*Yy1@2kP^r<@3Q9t(eiMe% zP;me4T)&WUQ*fvtbW2aYC?8&t$>#DE4M?E08p7KbW9@q)~QX+))_h(=9s=taxnAvc?%S5QHN*ABIm!b zZplp2zQ9}twz9>-!TS(tTBVrDCm&@vv{t-+Iqj4|ZkeQA;49VW{(Am4Ho7R0?Q8}f zP{ParrxnEk1p0c6Y|ng z0X5?5SZBTA;8R&V??qd^#Uu01 zs@c7ZmS{HPv4bTZ4X%4xE4t7^L&|;Lj$WAZ28AlS$vR4U}ZZQ@!b zGCGe%tO4(I0<^ZLguI%?(W)$CWc1>6fm1(Dnhh}vIRS_5EUX%G&{ToR`0P@sZdgp4 zEGgpxQaI~;kPpzRE>MNVo#|SR92%s-HRRVi*!=|Kx z`lUYi#-)%2$+qcj)Q8;p)UfCp-Vr@+GCLGMu!v{w@1T1v4|35XhzkO#7}HQwaSG}? zyj$2qNbg2sd5Cy~w^!qb{O5etm-L+SpYBolUy>Nc-ai|u)+yl7n~%lI2Hb4=5G!2$ zO1+wCjy-b&i+q_n=()V_bOjm39`?*BfShG9AG>KJJ!5{7fY5OShH2IFI`os-sauU` za#Aiv0$|fkx76I}vD8G_%i^EaP$AiubLDwh^Zwm6e9x9n1I7L!_lX^Wqc+0V#Lhpw zjwdXv`)o)7u8|P+v2qdLiq4DvWGssrr~Wssbn9W%8*M%Ewp?94$yC*CZVTNk6D$Dc zj{uWcF1p-wj@^&8XK@$jj$Z7|B#9Ap0wM9a)J!dtUs5S#|7-q+2DfhqRR{IAVh}MO zlLe{83d8;*`49?=j%A2JJgyK;6eJHlH_~xL+d1+Tr|dQdmp)Z>)a>Wu@JTXUv2N!_ z33HYxXOL4i^<*TRnu7`eY4gJvcZGgM90x6&sqU3o`-N!-Pc6zg9S`Rg9 z7z#1_gF|9?ksm2pPDGqhETY$|^X(f(*;ab8OaZ;NQYBXKqI5gDMZ80UfwO#K|i9pB%66)^JbPdIl8z?G(S@Ej-DiK@xMEU);Da? zEKe$nv?AC#QJS-4efk#Aln4%B+%*rJpyz6Fd9xvG+#28^vto%cYPRxF8|(C8PRIO zn`o81Twv)AY=2q7o|gZ%ma2mr;AAU-Q4PtpDV&6mmT3!4_e6Nufs|tz4@4PyYqCe3 zA3|xH4i90!X=>)>e^6tYN&uz>)y(41ao{(IV!NAr!o**P<<6f5{k4j|B`OQ6%sfhw7IKx854P3 zzP14H%ra~)VVa0l!1N2(zCt4ir!DtTGPlaO;_u5bzd;CSf{_>HP^e(=5v0*s>=B5| zfK#bY6Gozj>hZr4PF_jAh~0kCEY*Q~f^z{t9uZiwh#Z(bpY!qBPJ zoDZL(riz6Jyk9a7Tk@)oA+LL%=H0X5cHs9&HnQUimU3slqM5Z#S>=6n&X(Ami?P7~ zo9%%?of5r=By< zWWlObAF15kwg#`1*YtwI*=2{}oJKvW)34(n1GjA54`6Acb8?-)FuHo18v z+ke6k2j<62E}4Bw=6FKdkzFcXFX6ngfw7J}LI?13n@##dNcUpn(Ih$j^GL61GX(K! zczWTAAkp#6FHw;VPCOiw<)jomF|5K}K9g@_k1v-B{5i9#5TD3lLZ$oqh-J=imbi+d zKC@%j?G*Y^#IqkWpd~||) zT%=XOgWJKfXTyk&5k!IC1!iOq#kpROkjMF7&!hm8=aEe(m?{F*SOxeoA&dRj_kBS$ zgJZ~0RLMK8OYzpqs6(7%JjGVfK$IkwO4CD6m%7DwAe^b*ZZ>XD{ZebEV&$WHKB?Ep zZAFt|t^BDClyf&=f61n&jB;(3xvLu58D>$r)X1ieOiC@Zo&>Y#VUdec(QI2r<(i0o zvWV-~I=J#W$~TQIN7{Z|aayVg&gI;~EB=`WxcH+hOYtGKcAptUucGae zH|iM?8sM-3MjP2VGxAVb*bP@wSoRUAw}z8!ici}Gk3C2lr<>AO#M&nzNX{c!uej%z zQ0~k=g(YND-3s=BSN=a3d&eMAqAbz6>XvQWHgDN=%eHOXwr$(CZQHi(s&~6*x@YFS z_u>nACnJ4#IYdBgkI*NDh-=5#Mb>!2)Y^^nolRv8?g#x6D~BT5edmj`Yk6&$uxX8ID6Q{Fet$i{ZO&hd zp|#?-C*V6uVx-0)BiW?=2aU=kPt5=c3Fp=h$Sr_Zm@Od8TwE4F!V3ORlGx`SD>J)e zlh_3|61q<%L=62|Yt8-gJ~Cp9eHT?&zIHu_50%r6Jpq3L$sTd>q#%x~)KIZ7%Ke7+ zNRWnsaHc+4w@`Mlfz52uL}~(;zGE$9D@B_6ZW&^`R`>-Y?AkX4Fa_3|ttjnxAaFY+ zM-92X6k6p}K-87eh_%oAl|crJ^~}??boXl645ssX6J^NyD5pU@wNEGIhTbj8kv1R0 z45%HgG}1*S`|cCx!0p9QL!^HD3$l0;FFkayfy|)I0GloA>E z{FME65TM`O+;tM>Q@{J4nc$A_7y$`S>;TK5#? z?-u3mu1+{JkZEmk{T_BJafsaB6an;l?7}1HL|GZ6VvH~*-=5`k?}{K#gup6*Y6McS z_P08ewY9QQ*=>ec!)t}$g*i*FiGo3hV8mCC9?@vMeXI}uoBPkwL1fMm_@Nj~XXlGH zufy9?;i+l;dTbNyZ^hhW*tRr#I=+mZelRWytkh=W`FH8S$)NBQ1}jXdaz68hjG9s4 z4V|JG1kPsEnyQib9G5F1H_-~4)QQ@AP6TgLWoPG4)2SZrz<;>z(N9ydkbJ3wf)eFZXA>{JSi~kRUiY!uZe!Q5$Lx z^=+vVDP4aR&)y7`QoJ2#g*RP!c8$cLVP*uYRJ*&!CGF z7!o{?YJg2yG{eE`jOvcPp^B!(oT~+*-A2?6#EP&B$`PzhDoEQ~yZ;Ix4pMT=#LFG$ zh(gH451_{)ZrSkFh%HdnwYGS*JuI7AO84np7&XQ>9Y;ePH~C^kqh7uFMv_^PoHN?j z###OhA)WOG1SfwoW2-N;^vRLR=bu>ilqi|ie@nBWlkX-JFyblS$>GMtP$}YHvC-G= zh`Yu#Ey3vlH9&j>mT27dxMUQ{yw^<54StV%)Mh;|t~P zVpISLy;ZOgs#khdSd_4L{mV&P>fj1NeFvLmug8(Xa(wm9blTu8K!ZF#=_??+0v=yE z389COLiQTcU!dLiv9)PnmuZ7aEMR&G#)CA-E6#eN%;I#+!fu=7I{LkOTi(Moba{}y zcwwY2Ak#@x2_(jWh5AaXIDDn-A+k?ubl-CO#6r)TpuW|3mb|o#V6%8q=Hbi+iQ|Wp ziZTh}ME-{GOynqF0MBrE_`%XN)v4#R;zKt;XCizPi)aZ}&Ox{8(l#auQ_!Qww^l`8 zLcrp^hdk1s?S1zZ164GU=8IJo>-DXe*-WZ?D)incV#-q4;J!FJUXBK$({DAU(vz(C zXTLUE>Ba5rv?-xyF;h_iPa;LjCd=9m+MA2fhapIt4T^o$Q%R#QkXpI_jTKXt%nvR$ zdzhD%=_caDgBTZz0zSmGz17nEPBq5={h|X-R+MkGfeI0h|2r^Ov`h9IqNw~Vu7O$iY-tmeIAlm z)@%U>UeyN`es3uH#6Unjt?RD$vUgZyy4JpqKCoAZO2AAWj-w6unX$$cl z7Z@@Apc@8uRw}(pwOiSL&Q#VI=F9r*0#*e~C0yp!>&wfD`zj0#LrZl>hCQ5+v$(nx zQUZESYOO2Ohk)VbzP)sP+)<&sTHAVSP}6t<4sSf(#ege{=-9ojp306P1p&Jg=*P`8s5(*TLBj0ivq-wSQxEB46VmOAmZj=JT2(J zDRB-ICIWhh{twj97DCYhW2hW_;VqZ{1MU~VVY_zRVvsPTkWODd(?YeRyGL^uq|{3- z38il2F?)k84Ya`>Gife6)G(TWRl)A^GC{RZ$qI`YNO|6exzmziOtUod9UdE zh9Xt&A(p3u7hxoweqAF!xx#QQ9#*frfar=V_5o#VL*nR#qJ*ua6U^P3+d0hPk|nvo z9=Ia$=QMor>>u9-StjmHYO}vcBek{I)sg(_wy8OBMb`)}zk+Xy1jMrNe%FRM(YdIi z1CBZ2>-D6k*$xqY1>p`q36Gcq!KPzDF?5%KpijAo3aK-07CngQ%_9!n7TtMP%*TUf zmj3Z9>}V-jY|$Kj5B*~2V&=+^4czv}rVZ0~$DK>_m@>zg;&ubL%h4mzF5S+=C$Ri8 z4jufY05QPGxzh8kXrI-~tQ=*rZhf3|<7fH-Nwt*QEt$8M<3y+?7IL z&1)6&>)FqRM6A{U#H~r+OLx4ErV+`(I13i2tf#_s(9d%T*fHOldrRDH^pR3p?6>&$ zrqC|Zl42u~G3zC4R<7Hm2I~3Mt$rB6J^?3g)Z*8Jpb8~X?@6os*@xth0|)DD6_YHH zae_JU0u_n;t`3G)$}=I=9fA^zE8X!K0TUk{NAnT>eWrg$?x5k{m zsB4V63xZt)kv&lmBPHpXL;m_Y!xS=U&}_WE+`TNmb{d6)5>Cfq5eU&o*{)Fya_7pE7eb0=N!p zjWK`;43-NGJ=yUF9Dh_wX04K&5~pQj%ZBvU(qU|i;S+h?eakMT;td-HPd z092;^+yR_ZNeCsS zmR=L1*3nl%iS5U#kkSu9XN`@1CF3xfXI;#_%7&9Z6j`})xPot#NCC@A_+bERG+6?- z$w!1Sq9%gT{g~io^^+e@L*%@L{9=Knz-o*11L0NAXs*MlVo<8RK&(9^>`!pTc%e1D zc@)G%vuuf!*ltsuVylFlNzKmR^2f z{23S}(8JU^CFq8*HZ96gRBIst6zJAXkwvVS_nD)>_2Z1yEqWKrbq)}nj%EXyPMJ6K z7bu7+d5`h+Vo;(;gr9#QgG;UTDZPSvPIE)}TsG>RR1@_c;LU^k9!=UapvPI~$s^b9 zz9bYKYC^ivvH5(Vh322ifz}S;m?zePG2`uHjgXcTJ2Gen7aJ48P7Gw42I&aIAaoe# ztJxqRJWK@eB*^y_(V#-t#A7pa58}%Oj?eP+HQDYbH@6w?QID$K-=)R^Nzo@;fMOsr zh?^YA2AkB~WyCgSG!zQs$B8usia56#V}v*UXnN!>jj9+OzO|(5P5qGVXySz`29{5p z&(swZv@Pv6XV@99H=Sl2U`v$ZgYmVUAiqoL&WMDPa`v+f1ib}AIXemdppCX@PKdY4 z&hPDS?BF6eVhl28#mEYt9`IU?CT77{4q29hl#~c$9>7rJG=g|dEyXn1JHXV!uZ9qU zBqho+>T2#+o%a7_$m1(IjZ2>zhb zB$UEWdH~9cm(*KBgpMmyOU@-{HYc)w%-YX`Yk^sLrlSCP@ii#w`P&tK+*x;jPC@4?Cz7| zi?4f`u$;aAnKjor84~yBy6blhT0B0mfQ%;w?`wgpk~nWCRM8mm)hn!wN4nC|{xD8_ zrupul0jkXfRi@Z)vE|=GuiNcm6Bl*y5;61n%PPM{4InQ~LWykd3Y8mQ7h0B?+U3MC zAnOCT8!*)`o$#k2N<)sszRn3SCvrr=`pzt+m`!nFBL>Vx-9^uyS#Q z8?P!@s>!Nqg;4SV4UzK3EZGFvJeTd~R;Dy=6`kzskn6KtxYS6`bmz9SYoZks!)JfqvKma zA(O#}Rkak@6o=^w3Qc;U9a*ivi#-g=PT+=6v*8;+_CUAnWqOy2Xg<%g+3#kHNEhm^ zd9$t|==<1z!_~0GA;lPrT#i_k2$@>M?yq8C#6p*}d4Wc}WTImm$#O^K(Kw|Ym`4|{ zr=zczLc?zLS3u9`)?V)DiuB}B?i3O{1>R6Bf#llaiv;<^4bcbVHz)!JdY4{Jva5Yy z;zzsrb8f}osePhPngUWnND>u$m`;?8r3Kend@`QyIJLgf$rak=fpi987niU;J<}Z{ zM3Dx!>&`5RihNXPpP^RFl3ExRa+%goa_h$TMjRY{?m?P)K5xes?|Hw@Z5aLBV)p=O zusbpj3YbD;%4u5myV4xRlm71gw+Qto@H23Pf}Z-~SH+}?OkhB_Me%9|Ezt3|S^=b9 zd(na(3=ioS*bdqO_H`%R7`LC0HHSKaE6PQ>af!W8@1X622kCHyY*aVH$wxBj;b(NX zMm6|I$7l!C>T@&I33rp;+b}z8}i|Fx&FAY(z09ZT(GwYk9%4N?>5Vg-PNVI z@}H<#h&WM5Zq!?gX%?(+N6$8xB1V|^?!(rj%auyI0=r&ErxSej?}NEH@n_3H&2Dd5 z6>T@!DpS&N;N|o-By9QeLzbAQ9i_unosTxl;^I~Wi}f#|bFY@HeDZ%J0NpC=_IwM3RUhWz$A;5 zW2<=?v0b7h&MxJ5Acau^w)}bYbSZ<;*JMa-;C8^(49kZ&k}+=r9eZEoac0Yim*}S~ z2HJY$6X-L9kh?-VA>&F<0=`~3y&3H59~GziAZDu1DO=ZNpxj(8jP-;|E|GFnyIXgl zE5+0Uq1B61J~6N zekhyu&+Bs8t9i1Avo<6asR%V&$vE+u3x2ZWgTXvpSET|o4tuIZuMg4LL!+W+2!COk`R-0ZB4#Udx+Ai2M{%ppdq$3yy6^>kN6E z-M1B23fB6W+(>La40QbK8*rLr#9!`~qBJLQd2ZVOUDaPcv~!OdR|uN>QVM5?pofZ2 z>#;2Kluo90rf(cnkeCqdC5arrsu*eA7Oo+Zq2Fb9`yk66KLa=~?OcAMegC7Q!ZbMB zVwRM2&9`Er4m@!3b-~zV9{n?dM6p~ta8hv3Fc!L6bg#}^$ZqN0qjAWapCL36>X^1u zz#hGtQkY_&Yz|2ks^I3AM`reXQaJg7psSN|WeSDmK^n2q8Pkb!i_hhGoQ*^7%xT#T z?V<&%ws@~PU8c{vJZG3?2z-fs?lytGGS{)XDyxUNiMy(tS?V(SVI&#KxVH$uhKgc% z^lZWjum=tPzS-P0M4cWtT+^IfBT!2R*JkATF7|9KjW8Il`ngzB^o)%%O#QGhofY3Z zH24ziiS-Dx2*~A%7`vnza9yjhm-F0T*GVFOC z*upf=+ps#4ClpVWP_DI?6I$#OpV>;8VNuzv-w>JV3#+l=rEc+Eq5xkR;X0dhn)M;b z@YiiXIyX*?r2YqYz;(JvLqYX2EN~}1bo@eMW0U_|-)2+nk%jp)w$5wedUZBphQeYU z2}jr>XoN|*J(`WmcVk;T_ZtzwGMK>uh4;y0v|yqGqYB~I$i6o~LOkB2e5LyKjB2QY z_rz{AWUhk5H|uwAU-wQ6_U{1)B7R^|ejr{HX>=EtE0UQxK?~9ipVkqOPn5|qOuL3UhPdhl z97~S@e+GK`hcOR^KpnfcY*G&{m=#!cNY)L;FLRf`CV6|V>khvX2khG4Qu)Nn{U<&FgM^nhgw<{LMdn-eX43wXf zdD8a+D5=F_wIgwOr@@;fZ?BQ9!^dD8-ptx@j}gV_{pIg7uFxEoN}*412627zBr!e(!q(#5F1CGcY1hx5>$;7 zU~^*SNQqmd5imp4M*j$_O$s0%)3s5Z9SZ85iA&Inzb#Co+O9b?>07(zsVfVpm0DGf zze44k+_Ug)BG7`FXG?usWc%=7;}IaJf;f+x^*ZELGDu8&dw1F<=0Dechdg^Bl$@Is z5T=N7^RhXcHh!(6B6 zK7h)5i}=6<4N<-m7?i#h;*d$gR7@bl3uPD^-y!!L91=~|bwWib&L|aFYgSxnFKlG! zrNg|oS#16O2D+x<{T-WAV>6-r-Uft`#8FhqkGUJtqrr{+#1E{s1=l2dU2D=HywW`j zEN4xf+=K#CnHjBKz|Cp@pUee;upcd4zGsn|8#20VY5yF8IDUmRArQ( zl#>(k5YpW;=vwCQQ=O5mo5~lRd(D-_T35d@w7GW(=BI~mmZhK)KBuwJlej^4@yAvSv&{02Q=NvL)8T69IpM*C;}?UzYn_+z_tF8ehRo%Ksr&f>7&s{ zd`iL2ieWnmZ;LxZD$-`{ei%!mf;#oXeX*yV3#Z*sF%?7feoZi@&kFWcy1n8H{ICuk z;&3(IrG<3XZu3CX3#i~~CT1T@4CqgeD;3YTyS!sv*U1cnQHCUlP0)LP3R!U5I;3nhiEtD9<|;bY#Jbjs4pwzZrwl*-oD~wj z0hn@-xD6aeZ{X%hY`xKt)RG*711+iXG1gL2P1*dKawCQb*HJ%_G1tZ;A#fy^0; zQBK`hoFqom8HHzWrKHS|%eS8R-h0NA+FD)_gQTQ7ONvBXC6^LU7#7^&K2{0YY7?6u z4uyP~ExRdiE))Y#;R#L#QWMr82~Cl@9z2kuWGSO_`#m`q4Jsa|f+tvqG!T;@+hc^A z8ntLU{m23ykiiUEw#(1wZ$ax20~OIBRsqk5jUG)#$izqN)vrr}fJnOn2(nigsO>rF zoa*G)W)?4ZVH&Y>n<|^1%q5n1hM9F9PFfRGH}TgpHx2ppW<(X37;S0(&G#`UQi|E6 zx~PXIuCKqI`9RN%A+_-N6{XVnn9IRLIR>@<_AP(a##Z=d@=yp>QhI)c8}n$vyT>=R z_$WI2&u|+_>Z(!*Rk*->e_J$=D)x?GO5ezpMA0Vj6P#M9bFA`U^pp37gi4lbmuzQE2qL579iy6LGS4oV)) zt>W*8(}cNEAI89M4w)aT(oa5MiM0yd$V7|^MLor6-g4{HmCzPQ+3Ic@U{MXLS2(hDuWT?q#9;ZI7> za3}#35|lNrN(Em(y>3XciZ(E+ljh%|Mu|!(vcKptbMCw_IN^;Phf|v(THxSg9>V1w zcA-N)@$>0Adz0=pMK%NwECz=fNoKF908J6H`}C)q^oX^Gq!r*6_xo&8`g6}kH#y7w zF$n~>;t~c;gv%_FWRr1*JfKqS^Gfl&FI2>HgHVPmF{&WVOwM1a(9VD`$_-YOKHQJQ zEQe1b?@e`-LPzYlzS*U>{JEwML^PBEO(%K8WU{gnOaP=aG}-67BL35nMZD zlZ?`|Z%}ouL9I z$Nf5fWh&3$ezh0OM|AIQTe!n5-y{rI5N^~75DT6u_OMC-)?vnwK?^Ibd}>5Uf=J|b zVXLGWCi(}*MQIQs2@5-Ok_?kc8^HM<+<0I!X!GAccjf?_CM7+Aaq~Ey!<$o#1y!F^ z3nSZgWb2T}dkJ}l=OusJBuC{N&3DK7;jTe3p<>tU*Q0hzwoVM*-bajlx$rG&`?=rq zub@yKhUr_qNCxp#|GxKV7S#ZkaS~Fj?1`MWg+}twy7DT84Z0PwXu?{m)03LUo2)+n zK$N1s?Y~;xE2Ibv?SI|97cNhm|7Di6RTxwwxy+MCd|SgWky+D|s!`e)Q+YLwMFQ9_ z44$0?n{U33LGVi?PzAz6W%EeVAR8P!EZjYw>9)YBG1MKh5b3=~U4H|~UQF6p3<6+< z(SwKXb}|4Wm#KZK8O|Vk@6X~yyZN8EpF+Nhfo-z3#`_kF5sCN6Y_GSGJU@Hc6Y{GC zq_-Y_nFufLXdfz`WAbj@6wS=1_ce?F!b-B{)AE8nIBk9!9%uL!R*Oe4;3JZE(9pqR zttmC$gbDy9#0q-8QlX*zNR#0#S-&Qf4-%-e!SR|0;we#TfUS~C4P7eUo|NPi!ul~K z+?_*+XyV07iChyL9)y?6F%Xm(TbwQYF~&E^!OfYHC7ScsKC0o{d@Z0s2&A8>xE!1mELQ-rML&0r24imznW~O)g6p zh!_;tKx*xRtc}i9DssQ}#*EyaWBYL+kA3*}S*0xq*Ol;i?He3j;}1DR;Djuj-C=$=hAzH`{q4^zKpX zrmj^|CkO1*m4A|VHLuztDmkLIPl85wDS}4Yvpl_n^N2XNEujNR8HLJ<#}YU5eTFv! zem(2(-jy3<%IBt6qj9~CIx-;C`#4jyTvpU0K6Xn9QG2wW2@Mpeiy#zqRIR0oEXaw9 z9R|M$x3&Y_fzOxtK*n?qRuQD(K>KawHHXKZ<1WQhU7anVqjm8WzROl%&ziVL`dMo> zWoxtX0*)as6O8;?iwzR+TMUhICC?-XjXkv`ZLWy>EzJ}@f{ByREA`83ggmGvMo>~t zCAU#R=r>&sHcojIyD8z>50<#JP00j1Z|A9zo}4=$p@!TnO?@gv+G#yy;3>%h!IXUx zj*|-=upqm)f&y;;?PP~Js#R`I(f6=d@(Y`&Y~>P-gLxZCzF@c&8e6gC(~8g?fw0P$ z!J#U*g=`dfi7=pis=Y-@GY5Epym;r`px2W!$n(RjA+zpf66x4A&U}|t7@_3u$@V4^ z8n9Cqfp>+wj&?m8gTsm@LoSq*|K&+ z-o-g;tg(d!_v3>HwHxS}iaJ=)GaQ(PpwF0I+l9ATVS z&+J9v!nM9JFJeNdQL0sWpE9l>+5RRhu_v1uYPj?LdBk&muX>*xqEki8D}a1|5QGL9 z*IA8#ZjY`yrx18YYIYkI3ct@V}t1TvF4gg+&KZgJPpAnP|y zHgqewb&^E3;m41mGZfeZ=f<%u3$I~MHfYr)4Ktj+@(v5@3syGNMM@B=!-^aok8<># zG?-$D!JAR*IU#MJG)}SdR3E3ZMW6vp7R<<__$6s%l2$oBG^l@+T0rKB4m$@JC#RJV zYDL&x{xA-=f_<+o3W*-(J;FWso)H9cgI#-NcS!IPSRMMgKYnq~%2WPIUtLqW#W_HO zw6z18yyric9x=M%FS!6*3PlH$)-V3>V^d}H3U=S4)CrB}?xwP8*X*8(IUHWHBmv$C zW}BiZumg^Re)mt7tv8w9gph2)cD&q4FpR}ek@b=Y3`di;4remMmt3h-YUK<8iA--w zQcZ`H@nn?QE)iecU_m&q{ceNwO#4)gr}9sklHYT0MM&w12!<(8EvQ-TbMDdxMr z(Z7bh+brVEs({fW(h7ae1%8Lrf951tb08?vLE9F@Uqhn&`-zb;uB7`-XC~g80XtD0 zPFKY#pss_FY>T{$!@UfxVfM`+jM}{b8ftavO`&=L&wT*C=2Y8b>2P)C7a9SgQ3EMA zI>qk${dyEzwPDoD{H?Ha>BIwQ9Ajc9Ij%H_DOtUa$4a4Jpo}a$>Y}G?oE5R`BtEF>1fBv zhE4H=-KvcN!HyQcwx}@-y=`q$U5%)|6Z}1nUzd-=P`fs zaDm!T`t%C)=M)l56{8e>+s85x`8MQVrx)UN-k)H?C*7*>sfRj^uXi{U9aMoMMy!}B z&C|8zCSO5U;#PQ$@y-L83h4GXz1)P_$aWjlv=NZRP^MKAB3F;lZANy|xdBNpVIce6 zs8=}K)`cfMyQ2+-4dTve^FfS~Rm=Ns9Y!jWNhWEb0iV^;lt zA-mK?B;-_;{x@Woypf61{~g!$7j=bC!^r+Gn-SxG=XJ6DPhJmk|CSlC{N-x>7p&|5O=cwXS7#*mzX^^00r%1~aB?)F)2Gw7*E6s%a|MVs4*&A8^vnJbr%>JVy zTO)fj8$&ud`v=|ZfAY@Q|J%LuU%WGBwtoT681Wfc7}=Ts z75;Y}69X#)^Z#GoSyi)xW06e*DYlEHQ>(#W%o!(VbC#neC(g#-L&!fy$)9bP=}fhg zkK>%Qh86c`_v`lZ>hgA|3j!i}#XKa&CN|LUjg7WhhB+pCphFs~D6OodE32ccHp8<- zzvF6oS`k*?9&{{fjI>as+0mi-ZRy2PkWrXffb?HNexv}##sElv1x(Z!e1qG43uE(} z{UCg0#g+WRf`T78@ji+G!`VN7zg!)gnOlHjf4uB~)>k=Ke_d&Q%YW)%l>_(zph4mH zPR@gZ!^_Do#>b}s$cm3v022E;^Of|7k+)-RsHOuL(n$F_PxDdwrgb6p9`AtphIM6? z9r2d^UidjevvZzh@EpX9E%fPkozp31AAqNg7HT1Pw3_0+im zMuwj!v;F&(mbM}s>H*#_LL(DnI9>hEmd(YbJzjdY+=U+6(EFV1ymzd?xU#OSD6(E; zQ_u-~o16O;65sou>hZ@PFX3++@;e_1zaNe9k00gDAN7JCtI!{vleZrEh>rEuQLMFZ zD_@@*jNTn#14FRa4hw*KU!UZts5qqEoFD_U`yU3D`liOaPhN~46)TwCo`Ub3%pa8R z7AOMFhaQxC1N{P%kCxSWwas}T({j@@eSJWBrusJzx1acmwX|PZmeg0iJ`tZaA72)O zqpv#jN>CC=79Bq2ea|-FrY7$?4zC(5K1RLx#iTX41kw*atIa?1%AXr3wB^~be7!%9 zg#;!x?>(?TvJg-k9sr$ZsjF=Oj+5AtJ|TBE?0;Eb@83VIUuXymKG{c+nwiwx034Bz zk&%+VJwHEppC@8BJ+q-}X{#CE3!;>?BF@D=8aF-=-+oe>S()F;pE?`6Hpf49-z)F{ zez<%{t4YEhNZGm-kCo6V9F?1K5OP_5JfydA@FDXeOZoo3m>=3dkGEFU;sY=1@bASG z*E7yDK?)%;US{V3bv%+-;oFM4Mm*Vce;YUe$3fl5z^3@|1H35&hSNkE|JpAuQ3F{y z3*P&t1LNzx$2gI{70Duy9+!}m0Kzo*0XWVIfd0ai)djId(Cm@G&9(NqzrjRz^R7xZwUo zx>95?&zq-hS*HWSMNO1}^Xx+>Qm38BP3S0s*GysFt!#`IT<(~Nwx zpN74yNzft@y)kt$1UA7ienkyA>mx&q*o4V~9B8CokHnMk*cX&1%uwcGOKcD6g3al&|&CCfK`{f$Yd9Uc*V_GwT~vTZlXB#-ahVLu~6iF}>8I zV0@C?JgWX}*ZCYyic(dLT9DxPQ54KGqPmqVJDTqv(GVghc*Tfz>J@9A2|$=p^V>&` z$`eKTFgS12H>kDlGk25O?-`^C_r7%)K;B)}dr5!AAQB(T0eLV#t>pB_EVwZwy7e0n zK3+@=LeeRwaq)CwB44nB+Z2;4MAS9uGq|t6aDns-%rU+A1pHm7X3B$l(|uC{5T!^H zm0pj7f^%MT7VzBVqMDC30(IN@n^xp0(Lr>#A26fD^G7LUcRr!=W2{>3rg z;|o`i$NRJ*n2%y7Ni~_YBE4M zy{jRzpoz16!`C5?2l&4H(deh18cpBdneu-HTIh->dVFOgQ%&r-W2KiwMKXHz@Vb}G zFCi#luELMz`%Rg9!fZJGPIE#;DGPm$@80zH_?p#Y;BB@xo_6s(fqf2uCg^yQ81Q;M z`T}Maa~dcAY7Chd5ILUB-M1ypbBrD~}3ogK9X;Mw!n zZsQU#0B5?*ViDxRE%akkCc~Osx9gDE$mN+h%78Mmu3+gUx%#AFC>(@#T0gbg&yu!M zEmVzx(<%NHrlGAPo~y((GCdLGFge_90TOTlQS~G3LJD&HcJ@kM6&j*iUJ_}Jlbd5U zyC-q1q%=lmU>3YL-Vn&HULHAY!yM*3pc zSgHVJVh_@?uLu~}c$H_nQ=yLSB|ItjMMTWFB4Zs$H5OnOyQ&Zbefl~khwFZiWa07W z=?ywwnDm5T7ZHQOg^RlZY*`bGP|8CRtv)uTT#1-%bDyHLSR?XK%Vp4vr`j8MXrTq6 z0dpS+hVkNJzIvRpjP{LJ;4?k`*xCvFdXnM>%{vL(CG3>Y7LRk6pYWVSTJ8+TfTiW{ zPDb&pF4^`(E}m^JCWdM)lZP1xjFEKUlA12iJC#Qo&@GM3$9f}E@4N6%($m^#F#}JJ zWWl-L{5b|%$TA{@wjb6Lw+%$PWquN*jCW%@QOqvcj2zDZ0cK6Q*QgmS8Ad z?3tiYpcB0a4Q4?T6_rm$4gShPRl#mR$r71+V@+;i%7hZ_gOzSs4{Pl)`@Wl(v+Qry zULwKYX3YEjRYfUonH%Z#b5}BNGI)xlJNo>w3e6Az;G$J;mLWi3@`9%o+3SHi4xVj89H!yYycWbup3`KKW&VrIzl<( zZV%B!nI06-+k}s!j}IoO(xxhq%zy1Y;8=Y->#{RsYV7%W{F)ZL@6Q?{o3_8wFG3;T zv>fwJomh7ffo9%!jMrAJ5jB2E@APV_f#Y9erSM{#dhN5Bg zxfWlLYABquH3-#uQ_v+&jjL@>S-KLn67>WnVqxFd-fY?Uy$~a=3*T6)6jszXN^EFf z5XgfUP9!s-s8yqTTp!el_u&ZR}$qDF!6 zxp~pgP}#Vx__2N)j z?j3@dAIzqIelv1m^yOv+F#hOtygli{Xf_$fYzwL~YMJKGdZf*NjZw=*2UxKl48v50 zmmKtA@Tdn?4Ll%(k)e5Y-4?GR|9hsU))D3uO;-Inlgo%0a?2rCY;lXgAtPfS2U3Jm z$pfG~{`X%qMW8Wc`m6?)bn$_IE`%5~6^ zD!fV>d*y#a%5@}x{{!itjJye)`+rq$N(3jd&%19Olrh`p=m<1g)g$xgN#nul2$p!FaP7d3)rv=MV>Lj|Xpx!Zp2 zjBfn%A_ZuzcBWkSwOI_2j%^{n@Dmqr)J;U<H4Xl#zQ zAN=Ew1%XoXP#tNjD`J~n$}lY&a?sU-P=VFJA2tHRH6U@jKn%*4ylmrTp7>KyobEQl zPU%U{3WpgE2@GiHq?%mleM5BXh8v5``RS$<(=5lF@Ad#IgFH-AW<>r)kCeG6DTINgC;n+~aP-X{%ni~dkdgL`-)@mC(sff1{TcB-ot zr(1}%42sGXnKnvUeHDe+nCDhsNfk)qeLKu>vHQo5svvc+TN0<&$n+5S`=$rwWcu`& z&8_&*3kO2jAkznAc4#w~GF6DDRZ!!)Nk{9{)Zz{<0J0EpBxI9xF%N`tP1~9OgXNnBOMVngdpRi3CyzdPQk14uU%Q=kPIsDQ zKRtmAt5p;3azUO?!L#wcu|L_gqT7b5NHXQ#gKLcyAmO)y^({LSrb43wZv#QOgy$*9l5w08VE)#i`HF6Yk!TN- zC!EPcw{_JCL+(om|7n8BVrG`J(fCd6yEyvbjy+V-?uVEcO4KIAhGW~izI_Sl%UDGz zR|!tRyx6e<-cUhjXKZ0Hf$&D9ZJ45^aV+R(4)ILoWGi`Z-F0pF4>#IAr_NLyjp@g< z+b<-MLOM&7Ax!4d5| zUai{I-*&PDo6Cz7@ta)NJpwBlzgvnfQ=Q61rf?mBz??S2-M|@XmG6BFRSR6}V!rky_z)Ba7`My8$nkKx_+C43>Hvf(Y-LslW-5z=3UY6+P9S z{p}XzH!v{say2Us>4*e{bxQSFJL`=SP%PzHZdlE)0d7vh_MNEl@n|JCqA_lUSWQ9I(Pc)--WNl5ntJ}~M-gO&aMt2Ls?SXx+?{_xp65~74~f)2 zAW)4MMMOJM9y^~fzPH-2l?%g^Z~|C;8sDvMM5|@Az%ALLssAR7LfH7WK%LF30BfN_ zyubB%uF^6P4R3fNDp}94)sI=Y2kGNEY{>j+XHat-cF@#u?K}!O*otGXEuJQ8BAA>3Il~u#o&&(S!~z3Ztd8H5#6&okXV?z zJ$C2@Sbt>8gLe693$i=^YXf!EWqRWVlPGI2T->`r!VaOa+zbCiLf$L8AsL-uirw-n zsZ+m$w<^`c?(9I|nJ@3Wf|R7#ykWn6pwKuLG{BE%EJR$URNSct*tkalJjS$SLta1+ zkM=&ozAJo-Bo@x+b9Gf_qv*cF5Da(>(DbUje8la6!&maAVFBl?_Y495#+vh)AGT@phrh*WTMu>{a=xlx8R|d4 zDZ>iz^6J6Iz4Q=3vGJjeBOVJ*kw^3Tf3BjK7p7k=bHU>S2C1-6Q;4s1FtOPC=9%ND zOj;3~>Eg!d%ial@DoZ$zJVIgzGA9h>o*3MjhjERN0-8X@dI`mS5@o?5sp9C?`q|sw zs|2*J;`17hQ1_K50<~p7=2G-Me6>m_H~yzAKE}~{7k_EuL&uQDT|x)!anz>){8R|F zhS$IX9K+W9Ij232dBgkq9(L8kupMielCy_~+;UnDKHN5w99pil^wr&Bfqe_VZ#T##wX2Tdt_*rUq6X2k&@QMjme#lW-`{GH=TJ(^BN7+fOOZzrk{^eO5JV{T^*n8T+7|S?JW>2`iz~Jyb9Bm zstGCD*9Ld8u{8%jlv?SN{DfWT$%-I6GM6X@qFej0HsW-OW5XrQb%N96fPPWXDv;EY zP@Zoj3&v|BGCm0`dGYkPd7_lp4nq(0dBw6+cmD-Z>{2LtnS;)0b*8~2PtL2A@lszjk&D*MpIE&Px9`!y7WJK^$~h2c^qQAHMQS%Sve_}^Ob?R4TFVzrA*W1_Tpg%7XFY7= zo#Dg1JExEFIK*ZUIgmP!aU_CRO={1FpgW$oXzsi+sw_ZX+m=Dz!QKlTLcT=tk#ijT zHcF8%(${^4lZ1XF2lcHNXOK~jE$P7kq}mY^3#sqfM5M`;Eu91JW6&YY{y3oxDF}lU zf!H*7Edlh6-FOX`c8?x?oS|Z2Rps!rkp5P*ZSjJc-nq5oPY=+y3oDA|BN!(g8850f zhP_o+1)VCSkmflnZ-wKYU}r#4{8a247QEvy;KlD(XV-Qoksm0KM?9d- zrqM?3K8w5CcQ35u+nzJl(c^m~`|d)rAPXa|ZY-|X(R5K#++<9HSC<3m9a3*&5OA)X zYo_<)lbu+)~gCH&TPJ1=u8Y7sLzg`6{q5Jm_rbN}E;GzR59HJ0n&Z_GdCz*CBG zUKV(yuM$I#7FKH~-G?JVLilomJp8F=((yAu-dY4h9Zx@48O)kC@a?i4f;+4svL4WY z8vd-_lm7fxddPA;mV7j0JN;RaeT?m@hIQH9i22fc_T+Hj|ZOma49XZwd8K#hG}qH!CK zc~`T&ry#Y#0Phx#r8na}covh(n>X9OY7iZNSEccxzbv6hEKn6KoZl{4S?6hE>U_1| zR-J+(R*7o#2_R%Mz*M%!Jo3%>=w9?eA?JpTT{GBx#|)G8qHH3)&r7SGMs8J!aNjaX zvVfZ|BL zCpsK>+=ew^wacw^Sk$3JmcI6eNTs4v`+;TVn^eAYZ z+$;V&beiXa!)Oac<07U^!*-TQi2~mXdOY#va{mr0p_z}en-Q1MzQc2BOX%bM-<-1j zF3Pvh-NAPJsh_ozBEynmF<-%gC;87KF$z?(O!7XO-?M-MZ$nIb$7DBNBxszWJ6w=O z7bTD?c2FNte+iB2mltU&WXY~AoJYT}wv)YNTO?*9d)ZWM6qvNY;+GXT@lA6KY+1b4 zBMVjjD-Q+gOeJYWP=;?|ZfLK;GEnNYQ{;zL3CQ-c#ukI0>8iOf!HF<&GPK7#;eJ?$6;j-ppvw4o$GOAMtWE=FICX>QV zW*NzMus@&eOg@9}F;<;|m#Hno{j^hbAOqA>DbqpObpQ#QL@t%u$*Rhz9@Y9D!P31| zs~bUVJ1{uxs?D>c62gBa*z%CbOXEM;?iXAo&=;WAD#>*e#qNY{gRCR~A$ga}RbRyz z%J7*!vAL9z`@!^*z$C4l!gISYzY2vP2ybSwRwLXiDOWrC2t=7IcW_17D;UT2%I*Ge z6FR>^i0k=EbsN9jc9tO8I~Ho&Pm|G9gRkdPdK_eUX6z zePpeMi@-z{X#X{H__D%$reR(2o!vv9Ib z!lkpcG&%Erfy^Vy{2)Z1ggqc1i^dCVXl z5IpuKRQ6O7UYeebPH8xFA9ntzoCf6a3lRvGUz1 zD{8=YSZBkw=8qjYl&*I}Pc=BYui<1vK@W*%1ZEt_8$u!-A665l0D0+YeZtPT*NrdJ zc5Rq!wy?z;-8#0uM@bhNZ5A0)`W+ZudJ80(b}GL@&PNe0GcE^jF$m=DLWH&9X@|&$ z=hkwv(sZGe4$hxb<{$#~^3)vceWjft#L2BzLMkfq)&-sRfAalNf&W8Zo_We_i=^pm z;+BlFAQs}Q(~s6shT7oszI>h3mAeN5_ME)93_qN!nv*xfD@Zh*T)~!R1LjIk441N6 zZ4KzAV7-hcvfU!*4raL)@|5doIOm79`Ly1mTCxSpBdon*RbwW>&>hO^1tOt)_n&Cr z%O|l6P0w(2$4*Wx4;cY%?rwGy8;x^Y`Sd%1nefR>A!3^+Vii(YCWi6TcRQwujObER zBasz51Zm_1Yn${0VIk#J88yo!hI~t=aTv@-x7*cAY2I zF}YW5DFTQNpFHz`0b|@Sp#j^pqo_YGtMmY2L;%J$Zx>xg&LNo3=o$2@!_R8=IxV&_ zg;tRiC{t!O2>lYgXn#_cG*V=*(8?uo=X8u)a1so_=CS5|b4cD2v3@7r1_yFaeA*te zxi|HxUuqz|P?aVOf9o(3r4pxAT|r@cMYIYWKVu78^8(-zgeD17ED!ls*TVTXB+kyf zV=b80%F3J;=xeGkRIME6bG(9UWXEdqH2?8 zrDQrAYcGP+dfWY|nNY*C{D_64B5jOhtGPXGD)|ziV$_f#_ZY;Obc*}BR(HoULGyC`URE|2OEtET+q{00mD=OrbVp`UMdC|s1^ zta|8q4eqYRqRH!{;l8!hfk8f!B_8#4lkdkQyIn((g_&&iXB>*JKXeB0N(T3gp&n%C zgY+nFxGO;hOE4SCU#6h7=kWHTCGh3(Cir6`+EkO4S{5c>G(}xH>Po142@s}9?t!9% zS}>&q?I!AwwNu)jN*aKS(>nW2v2bvdv<;#XLBVE?fHk4y@^%TraD?-OaHWAzJ0?MO zaTEyB#hEHX)pX0kQ=}9(+mbW!K3Zu5mVhg`>(Eu6i#Y^Gy0e7j5>u;Va0sqv5|y|K zqyv5Q!kycJZMXhLAX$?D2v-73KAU~nxr;=4V+q=7s(wE35IeXsq_&xZ%B0Rtf?it} z-1Jniz8oSCLU5|7&J0~?H9^RE6c{pZ#oZ8wP{ovSsHjkVA*B~b<4|m;8h+0%yi7Vi zokdKEG=#htVR0Cn5R{E*ms8~{hM$gdxOrT)gjf@fosLn1{webaOc_kQw$n)iSwM6) zl7)GaJKeG;sb;S+9P!837P~6SRhk^Y0FcYBT8^jhdod^M%UkEyX@bcFQBU8le-L`B zfCtLVMgbsT_(jEYX*lYeujVhvcn>$5b?bB}J>J>n{D@hEMItJm^BrCnT?AdbD7S}F z85M3vxZCYp-V@x>D6oaApn%^BRl)R;3L&kqZZ06$oZSUVd)YXX4P#)K3COypb9of# zt9=3Da@`3Npz;TR8^^U(yoHZ;ap`x#S*kY9K@2C_v`Ge4a`v%(s29f`hmh<%`HAbd z?k#VOVIyF}B6*o#2c-GK0oOwwk;u_fi0ekgt2vBOk0BeQJwW54$X=(PWabH;3eNdQfdQQ)oOXEC|E)2y-QEb*Hl45__CX;(2;229NUe#Cji2b33+&hwGhHUh9 zG0Jh|D;i5f+_hlL!{eKN?G|le4~IG&Z1l@4kI+*dmHsLus7~K7Zo-9mQU7xs(HH9$ zT5c}vfQG_HaIum3^6w8>g4p~`*Xqv}9H&j-q%$GaSS>$=HTqE7+(xuh>W;p9<`JlN zu5>pE!vzapiPUe9RG7S7NG;H93J8oT*p$hJbFW8sNLiJjX7EDKJKS(v_8uON(zNJ-|;+0udJ361(uSdT}ivwq{x?v(d1b@ zu^_s!k%DFu00tUM@j#kMAVMRCEnWpV!!wKzShi*~yHle!6Pl^Sap$)YDZ+7wjpVmD zUO7ivI_tK?isZgjk>!(^IgMy#=NSz9wn2>PFx9let!Lxy?LC+Z(u^{1u)RhPPNEGT z15#=Pi5MwO-Aw4XPjxRsw4bvU_$*$)|=Qq7pkfT>)8)E3Ev1JVmsl z!zynfVYHagw z;J9SCI$AnGt)CN2vJJzI1l8%->=6*uJ88SUC}&Dtssz*B`4AHD-)>*2F8gR#YFL z7>DHROa7Yl1>V5Qi#ND6+68>O3gg&0cODa86~;77v}=!F;;i#yYr7!FsK_6 z&!&n4OnlVqO&9JB0$$-@1>^$-5D0|YDE$qUaphA#p*>e?7sLsNLWX0E%Lk$3Kx-I6h$bqLdy!hNls z(k_Kjk&dI~vWXvKzyz?>m)LCYM!Hewk1`3o##5*}?gu>$m|WwaAOY_4z!{TI_hs)U zY3a96=Vo;|E&7B&K{4#DWIxKK_tJeMzHOw?$|{b&ixc*yQcWF9C!87}QYIZRWzyP( zyfW3AOlW6W#apkFKJ}DvqvF7osW&qesDVv%?5y4wYKM}+%ilojw(DTNG2I~7z}9>& z{V}U_yJJSH2B{*>sJt&)pHKR-o5-z2b)aYNhauBkXv!XT(bgH!RzypvWqIl>5_15_clnDr zg`DlK3w4bwjMxt^_!3Ie6j)ZDo9lhC_Ut`K)%(Gjj?+!pkskU~nc^*ypn)xX-6 zDTa3zdR)8$QK0N`5MWll9(cBHt&wc6x|89dNl$7l0c>8?7sYQb`;dch8;S$Q zs)?6eRCpwdJ3m5MAN}V!ktw)B7YZ1#8W)8jcmplNeQ4NEwi#-~JS{nKWzivtxJ?$Xn|(-`*IS(A~qB^nV+7V@YYy5}x$pLFB9!wwf%Z*Gv*GF*h?n zrQRXPcNHeEJbv1{P&_c}0)pZgNSTdnBtN1z{p?dmWc*rxp#)B+<3{lzUp01p#@vt6 z*4BS4CJ)#j8|_7)F`nUD3`-J=i7-2v-`s7JRvp^u6y-yE)Z=-vVDs#ZOV#H!1wXQt z^|q?Q%=#jI%sq?tOzu|o{k#w1Ha+sLlnjHdqZ0L2vQKE9x%&^$GvB3VCC-Jf6G6nQ zi+Lv-6~lRg9Gc4JafKK=i%Nc82Gt>b$#$4PHbXhE(-Nr-r61`gypEK^I6^D-#$!oc z5hKu)W1{(plizp?vU_%LG1Qz?9Oxi`T$n*d`fg z&kLJq9&tP)An8k2SfY>3&jf_B*4*he(s;P!XhSvdin~N*HTXHL+x;f9V+W!ko>cEB zY`@jG6yE`asB-*)n$*H#P9FhW@D2q4Nza51U9?Er3F@=FJ|L=ah21>(@s{ZsE3716 zKnDTjDl!H)N2GV>G=@99@!W`CQl+ox1Q z2rUL3Pw9>}zqzGCUdN;uGQ^?+o=2o zlg1OKZi{a>f;f(FrL_nLu$1e2a|7X+P*`Bug7!wb!l#-~0VBxebf!l2AEu6w?p1c+ zt+^7wK{=zD3>Kk>XqvOi?tsCz4 z%2Ku@xT$%Rw8@!H zYt;GXJ?X1=@;pR0b=J6Aq`(iW=3xMh_=3l%Yr3OPww(8wq&zcdj^Oo{*QIY(Ga%#d zI~jpm><-g0=@+dMIXq5zM_Uf1n@3L@b@tt)3dGzE-@D$fWZ=lK(vlPb<`^?rlhJe; zGPK;5A(eUV!i0^bXV<-N0QRMG_DsDbZw=f-jaDb2VDquAB4ck*Drs5I@7yK5LEg@=QixE{>g>NC>c=eIORIgnsA3eIlW&ExBBj{m zx!AcY!YgC2cjt?)g@J?!whM9}?|wC3mAfXcPKn7#^mp2q#Y)%3UD+Eww(*}#MdNKcf~z%-zyg z%n{|wy7z};oe2+l<{fgGJb#8_cQOnalN7^D+khN^^}Zj$D1;R#tQGJjW9gb>;YB1P z)w7a$LJ4-u(ALTJdXkucBm|8ir8tI_I4iP}T2IGr-_{T^QmKkrn`a}a(?;~TS|Z?W zu-};OOc9qh3^UBXjGB&=!nS^`mphj3vNboWkW3F|`f2PsD~5x#h&{+gS~1Z3{IcQr zoh(mcD0e~P&3p5cAO6Qsy#1+tzIqtVu08pWO)(yWXHF}TANAk8EWVsb($cvNLba|0 zer;3~k_e!AaG9Pfsa#Ah7QZov=B(I{-doV1dFIl{rh697pX-~nL+-FP&uR84%X#vi z5Uh76{V{F`q56??ueX~S3Q?+ZSfZu%=ptAP zU%f3)&@3r&d!$PyfskK%^wneq2d93>ey!a@Ks ztRzhnA`15TF?x&d5I7fUE>ky zOTL}9TjEO0MWIKiI#}H z_+i<#56AGio{d3C-e3f>$}^Z2+?#hB`il?Np^mmZEP`TeB^9F&CEiVYv0_kvwLS)k z!T$mC$*P2|u-?5e(`1K_f3!A=gQrjDPJrm(#CbQdBudCEsCtEa$J3~SRqm^Fa76X0 z_rf+3i5#Wsa*?lw4)QvPGoRRezQ6CHdiwx@+ZDGJ)f&>MUQP3iuL7}Zk>N&)6MFP+ z3|D%UFyam1QWGD!UWN%OBBH?fOkv=#E*A z=lMD_hY>D-7>>b8)Hc#2@X7`peGc;-=d5|Ni~1nbn{qLOH~E$EF&OrQIyHzyp@4gk z9SM{X`v)6W%;TG*M<|SbGBk2SD%rWrE4Y{W!Tv0!#OW-kVGR>&chnIdzG8|{)@?*J zmUVr@E*+=+fYJHfm68#Lb)6^y&TlFiA5KRm+Aj2!)={ppw5~)RsWVH>^ebb9!4o>s z2I{bf-QZWnWS`-X?gh220b)$Ow__3HDI^Ise|*UIoce2`ySUyoyON1?S#RyZf8k1L@7eGv9m#~pN zo!%Vm?vH1t(Nx;TCi)F8sSmw8{+I)0VzZg+CZCMG%`^IO?Ol=6gR3E_F1e!;Kw(-N zu^2e`Byv9!tVreP#@D0ORJ&ftnx#&Ncw{L&a!#XSRvN)2i9PeS))&iO?UX###ccLz z9IVCUqQ?b3_5@qN%rTOQlIy`MNI4>?a`*BsppI1-J0Z=p)gXqq*cjRrNic?eG5zs-~Se%}E0{c8I^)TcvX3@vq*4tMK%PctNDF$qIRGLM{>!Pz5l!cGS^Y()&)Q7*PEgD?3N_D1oayk;qyq zjC!K4!Mp6kEt&}_Ym7WID#K+*}!LsK$cXx8~X6doJWdw6#ozRnzlD zQYlYB?}{+(t$T0?$eP8ZiiEI^ZV~wsvB-Gi76E<)?{GqD3MswA= ze3>0fxg07s*%sUa)PvcTP=nH`#IP*H#O2%CF}}jYlQR+?_CTGXOpS?Z*x>_b>Bd-7_xKrY7G)F!*NCgXsY0OMXgc^Pw&~>ag@=`Rl+M*7wu+V?i;2aO z#}+Y#3uW3rHrh*Z$-g{>{%Bw^cz7gQCPZ|xowtEqB1Ux@vtKv=mT?QyW2q&#UCbTW z!h*rK3y6&@aJghG@||~0A+(Co+{|RRekIS7X@WsvHs*mfB1OYHdsJ>7^gde|D+s6| z%J8WB87d_4h7xqjnArv``l-e*yxbfZ?)EYtotqKvk$xs6QnF?mV(1nH(yb>e!=wn2 z3!U3j-;E2}$&-~Y6*?t;Arau&YgJq8JJYx7I&0siExR(|@fN-b!r4eas*yt8`?-2m zMJ1$C@Q6?T95v0JR5AesUq!9apN5F*kLtoNnOTXa16d$Cj{K%SPCX*WSB@(whqE0>ZA|xaI zuziZP{D`FQ;qem_cVf7ovt*J}OkHC%v+AlbBFZeYN}XRsPIe>Cm*Qx2olG`y$z(%n zvh9&xcO+$8+(jrr)-e?4t&y*)!a+ixaRc@fBN^|)#Kg5n9_|nxodO+}DJv6@hb6?H z(=d-I_1TU$>vmA?`=rT-9ET%}T^sQQTj;E)z?Xlh9L~G~h#YUu{5yvO$1msM|GzmL zgq3AvRYm@d!$I6p-|D~eIB>jq9N6gb8R!}4@j3p<H9WpZGCvp@XjCI^MHvf@u;lH#f{Ifs7h3+?d!r$Bp@1}%b-3g2wZ!!dY zTLTLyZf+>L-^WbY#?aQt+{X0n6Ert5F@94%7#cg^YcjrXw}}-#0~_6+stJ51b~^pP z{_9^h?Ke@xzbGT{nVEjqMg0EB{9&E=!z1y#1LEEF@SAkP(Z!a|(ahf1_;+E2iMg}! z@2ZI3q!GXCEq-%U{N}>IXJz`!K!MN7LigWNaNx6Z{5F2SxHs@QnEpw>fzQGACh2$| zRHHY!hRJV(XHNGITZS#&r#A=2yVSyw&WX;M?vD>2pMi<>7jFkX12fzI!H@B#sGz6& zL)l?${ci5SfAg07rT4&RV5k4x6N1mk$VB%KfrmB}FYh~x?_yovSwCxr>Li?VoD}2Hda33DA z9~8kNWDL8NW`ae%s+bfTlDHg1$jjq37IL`?4}x^&`e@rZw8QOBC$1^w#zy4p!NoKl zm!yumxTD(>l-1QA+HU4nT-=(Pix%8Gd|&4~s2ZL1ZWl?{>#ol>2Gbh2btt)Nyh$-0 zOJUozsQ6`^?-bq}}Y8j;~HJb18i4hG)TwKpG(;;#m7_FCQ+Qe1b^x%5_5 z)aUiW9hloC^k?K(a%{?8N<)rwXpv%-ojA1C_tjZXc%$2%x#1fY>q2NXXcw=>a56() z;+T1bW|BH;yjH!dAFHNUrf%#xacGR_aVu2HYrs{f#$MYjsncHAw<9iJ+-jtzThCgC zD{J;0FF$Ca_EFYYUmr`^XVvh9ugu!rW5XA0Cji52u>gv&f6Pt|<%tIP z7^O zz4iLs-SqOjWyGiT{I^S+EIyR3g2{()ACIJ=fe00F_+ZqroEbV85QiqHv`vcUV z{8Z3Q&|TDTd%*^$){$xt9f6YTYyujPp2al+Mj~zA!XhpoFa2CT0(e*n{>3&sh z7)TEZ=L{<98Z5Z@KdY$Sc}rpo~D42SVf z5k8|rX6xJ^$)$sQwK~dKo+hXBI=z9Uq0&HBLvXUReLR}Yh!*D42;6=WZ>xb$r%5)ecjvcUO?Z$Sj5)G5uZ+0PC-gQluA%qTAbm{ z=<|N(dxF@Te{!_7$7iB{7ZfSHBV_O3_#P7YEF5n_8T~(QFfcMg(W#mnIhr}(GjcHg z{#+$nWgGK%$nbwB^VdBu6EnlVW0mFqHde{vo(p*4oVYeOI_7()?7TTm;0$%?MJRl% zd@5USK7SS+ZwCHuo!|s(!Y(>f2FHq%fOFVzSY@z)J55NSuAJ0+9g%6gO$$7apHF;KklE{iYI*(`y!ADAG{cInXl6v%HKwyy4&kMki0QnGE2KE5Z0I9y=z#m~_JU#-FYf%S*D}amTkAUWo0{c3eLu6w@ zS${xJrvhNgAD9iAz^4Y|5X(+D=!DFFK@qQV>)d4n@)d{I@=u@ zZeUW_3}D<1rxE1nV&L^!C%EZSjPvN=>v*K!DTyjPW8As~bue5jAk_{8Mfs6^ zLj-b_Xb`6QHXB+IdBNSFpX2B=bfr zthYJN)3n>!$lykjI!Gs@-Q|}K>WA2~iGI|U$pWGe)3pe{k1BFb|bYyv!c)z!jbapm;t52g3nXtC% z$k3)jMsR7$r#ETM<_&tK7i1tn4-jsVPKqRY#}HXlSLa-Ea>c2@V?s;?V38r}l4(Dvkv`zkB{j3Bk+s^GY6H(=FA zepkjhsgg^*SdUwyO5HrFGCS?rO;?lk*}Mzu$8&A%d;2X7YpC0^(OvLf_gpaRyHBmS z@Wfdxd~zmjmgT?}wb^R&^b46jUjhU>4+bE@#+Q@+hMNrhTl)pB2FZpL<9KVoDR1p} z<-Psdy|-T^3x)r>{a$i7j&_T28^XOuD$HMz`c{Phj8ygaNFDC|RPtA(HlSCv-Zh@S zN2<_YkqY`2spjvI%Kx`WO+n5y{3B9L{)kkj_ef=Wk5rl8BX#Q^kxKDPq`JRFDt9K) zn(N;pwK>Xf;xiG*S)e;4C@kc4EYwo$sKX~!$hl37v%Wc*jZ_bwCQ}-JT@A3#Iwpf2iT>D1caq}X)^n3SZ z>s_<&NHb~Zx3L(dxi@}LoT-faVjI7ha((Z*g7rqK z8m+pub3@McOB)9|>+|?V!o`alvsBAhd}U?Tv>7|a6z>`DWc(kVL(?@{V1*U0X_97r z&TIRb8K71SG`oz7OXwSes_WQu{rmVap}!#ifI=NnOb%j#pg+G?Q>zJ` zp&&LNC-sei7v0pmt&9D38)kb8?`4p})^Y=Kk3Wzd8W8@57+FtTYae+Wc%DgbkKZJ6 zn|lyj15`Vphu}-#A(X3(CC-4`cJuZm4$2u}IvZklC%$gMc3jb@9n_YX-o@rkg1-&c zLqWdfs2_6A8IFQ1sEino;3ol2B3Pa&5+L@tP<#=a6SU> zNM6VTN0$=zgKut>n+|#T6A@5eHnXF9BEr0ElsC=tpC=*|c-g{gaF7v~d zxl1lsWmDI8#lKX!O4p=T<%`ir4H-M;8Q#eCpo>y^L4uqxOlBZ zD$Q@-vJZ5^hU*M((4Aiv%l#c{2Bvqg{;Z+@*_2j7OiW2c;*DyBe>bCLVEI?7ncvn) z|DyU`Yy0Pf_P3J$FFpAk;eYPQ@9+2L2L6%0|1(f8mnxOD3mCM-;PVq;Kb+2Qi+=hi zsMY_1dhYK~KQR`vUbB0+8_;>FR*ZF>)GBvaq-}P`s#@3c&6^l`$xiRKoAZD^RzI>` znkwKtxYqEnJ?5B`Vb3<2ENBk1)s7}E>>)Wod#An3Ivyh55dBp=Vv)94u zHPcc1IMH+T?ZK1#1XhS1mpZAOm1}w8;idi^>i*S)^BcS0pqBm%>W;Mkai~}Sze0`d zvlHLQau#@rFOVMO3+@pMSxroP1-a+<6QlYPpJ~7j*9fk{zmk75T3Emdl)I=ta=Yz( z#cm%C$`x@uEp$USx@!7-NO6}P)Q*_`{?nrbeLJr-93IUb#&( zWs%|Ba~~}1iIefly1%iH#w)9F&uxBung8}s#v}JZ&z^V^uPnx`+i>87BB@tq&Eoa= z3f=ni^f~M1hjw1~x#rVjkNr%I+sVz(mKqLT5mBp%Wh(uIG$Y6FUj_Wr)c5xt!ml~~?ppqH`~F1w zZISsuUQhm8PQ(0>)BiyFvjF?mdeyoIB<(Wp$L+oI%W$6LRy?}pl**;{jG(CW_9X|8 z14%APpOco26I#oWks;PzI!h`|>DoQAo9V_M-{FpUSB=sNadENTX5t4Vjmf^>5*x1n z>{ryobAB~>9UWGzGI^Br!ag+V_j^!*7ZtrXNo+=X)G}z=Xgr>9TIOarALMWeYAcz( z0RbED_C)F4jVl*iReCNCJmy!$CoVg*M;E=*&Rh}i+BzO^t1gmuFbg2ozf@&&!+n6C zy+s(!dK|uSx*R{@gLXh(mYm0-34P1yDs^M{%B;(0OP3m}mxxxX?c=;!sV%kW!kUVs z=H-Njb(T|BF?QYBeDd#p)}^nzC>0BMq^0&s9f4JHqCfFta(Wqqfm{|o=rJ-YskI2G zv17}3Z{mLr>Xk5j`zudhqG0w7^lEZau&T0^T{{k_J{={&$K|;=BZNw=Kj&*aH`rTF zL%E7A0O%l$1B%uGgJUE2^KOqfp*l(sd?iZ>HN5L$zux{3&cr99pYF3Io4(Zm#_fkI z1Yt_h6~HA9s)mGi1$osq21M^3O<_M7F#549+j8>Lpn$wKu+Fr`PBvR6LC6U{I2};? zXNV{03uXK)?t;Og&qRQ6@GGiNE!LBCB-(~xYKUO#1lO}&kR_%N>CxkZzL{p>0KYNK zE-&NFFQ^nvw~yhl6#$kXk8>AxhjAsJk9?}&Fb%m^5;PH!$jiog)jS2Ag@tp!vcIq= zLY0M8;bp^YEF6H#<1XsGdzpW^%zd!MDjU4MI}}>w#`qT0Qu~)isJybI7jBGiK`qZK zYjSXDq{1sJ^2m*`eQBhSMHY9@owBkwgu*LJaqA`#G@(f8l{wvaJ${xH)#>P(w(-vN zkAl-xk5E|}UdOXyw8SR`^^w9fcb(&-hXGBf$7)vqW=tP1xX=g z)%SU_!oQm)|7}6*J(~Z0PX8OI|E5c4{#CXAC)EEV<@+B{|NoHFeMTNOH-a-V?8UZY z)s6ACCMh&uCrEZtpIDzu-i|;a#pT#*kgIe0j-$7MB1K2I;22+Txzy50uCKWd6=>w7 z2%8l1SP6GSTsK)(bqqoR@xf1rk&28k077SYNM5rD66Ix%pH zfQr2@E`De|pj&cl>SB!SSGYh|Q^0wHS`Byt0<8=2xXaJ5r*gvBv=NoFAiDA$YESy{ zCs#kalL3tWKC=HU-@lY^DtE7|_ws!^$y5Jl`NsUCeD@Fdz=UUxY~Zc77lr;bw-{zj?($!WX`}+#EGu9u+6xiPN9%&%5(HC`vwwXj5r@AU%PBThd%>Lv6ChR#?IjDGKyGsFo!RdSk# z94_sS{l;Yyp6dJaXVLh~~DjHnb87{jgtx+E-uk_$^<&{@)8XBHV_>e{j zOaaugg#B&F(&XLOj#XiX*H8VL<1>#0P}1vRZcdN9xbVxgGRx;IsFD<_2F;7*VeB_P z73Kq)nYxwDPQwY(4^!^)6=4O_6e_{KOF-m+N+1hJzMvZbuAP7zfFNtRfZ3TAZePHw z!Kw+m04HYw66!V30cN`xHvr^#2n#ig&}ZqjdILmD6tr?0<0)tpKQK~`PZsMF1S+?I zexnYqon00?tIpP=0^?4<>0VgUe`8UOlmf2(?bQbm#mc>~Zji{vVKg$X{DB%8ll zea6>4XFL^b7J}CjQ;w*-wh-_dGlj*PUNz4)wXnA%)1soXXyv&vgEn|lBPUXcSPg)# zgu;emmq-;QDbSXDH_o<8L1PUXgIF^66LV~&Mgxt(mR1Er;Yzi{4&<&Jq3C&x+N^xJ zzc~UOJ9vxbkdAMUhFv(PhC_IJDo4Cgc4~#dJ#-|+x`Wg`%_%5b`>v~B@`Qw6T29Bb zUX_04P&RP-IC^eX+Ju+yr3>JPfDnCUcGNx-r{*}>RGyl@VeC2?l!R+6Nwnr$V|Q!l87 zO)Dfuw`e%6aQWZH8l?e@(R4h_s`% z8Dr2MfF0OSeBH&MD}h^=OL#tYy6I$FeC-&0xmCXDY+QW(f2w=(cqrGX-MZ~bt4d

eKp*CN^+3hloe9fx^yY+Rhd=s3^sD&waT>UcEB2s$DO3K>$04!hIE)|f21P_#RW zTLS;@?auTiMrxvi+*Io~MydzTZmoN8a#r&9?n6#j?q-i({qwu)Ap@tp-_vumpVg9Y zWF~utuW3qrc9-1n=+F4@o@Y!257b_~`)YCJh5p**`3beT&ZRTr4d55Cht_!tzJ#Zg ztu3$iYURCuO^-ib(W>SnsQePezGQJ?;K_Lz=GvZ4*XS*cANAv!th$#u?J857OELHoBNw1hn@}Z>eFSA^+x<`)%6vyt%v_gNo zn(-SuNW7tk>G0JStFzn}Z&y*f+A<|A_sy<|!YRM0uE+dzD?4{Cj$o!sb0LEQn|`?tOI%VU`|}Z&Al7EhS{zRzs4zCWYf@X=#x0! z;|D3cnxcDYbXS4FnkVwe_r$o?t|0}ch9AqoB!#9<4ceCdk$1)dwboDUJzHj)pL%KzpIye*q32! z_QSkU$;FFKuZYp~-+%2|V$`Hp6LPcn-mP8yWckmzZzB-nq$yJfVj5brUt*WBHA5}Vr~A{VjZ(t^UbX7FtgJ|QG!aSGb+Y9=qP4~&5^fM zjCEw;kAlr%D4NCp?>46~r>4p9(#}=E6F0TcQ_GwRtnQBGR;bw)CdE`pH5*>LrDf03 z9dbge#plY6{<&UD%g0o?`54@I>M)#IG4gTW{T9a3gLjAj481tMC(}4v+ab7-oL#f7 z(&=8z{+!o>$VsbquWL#;obZU89oJ%|0*Cm9wX?cDN48Z9UHT7=E|zF5|5I`IFYh?gmF( zGhL?TUVl?CImPJkCC~#=4;n| zaV#=F9^+0OP_0`0&F+!(X|Z!gQT^77ZCQ_U2D*V%r#2ok`207Dlfk}P^@V%ux`F?5bd#>Mh)X0?K~?d zoxc6%iMdqL#363Wr?>~(hRo9A>FoC1`pPHV(z+?YBjK6qOYJ`0M`m3fo66DqY%qVw z%G9_zM!MsdpGC?0EBxJ7o~o=9zY>hjedTlhxLNd)!z)vgS~jnp+8C(o;k?wMDcyDL z{L&n^SFdL2iT>~id(gKvI6bjvFSoBdmu=H*iPOJwbbhZqwHiw5rg273ob2yX3UV?y z2R@uD9})HbrQz!dMdhQ8fSD<1ZJgNhavOv@d997imX{Z6Vmy7@dTsxy?a~la_^j<3 z1Ub|ev%dSLJ2*$qd3$E>wr--EH&H3*o6L)L7`Hm>Ra-QE+f<-8VDsEURZf$VnEfs7I zW?_`JHW-R~FLIm1rpbOcjzmI-0{`V)EmjBZI9I#wV=UXH_nm^(k8dpXTaeMvcWudf zm%&3{6~if~5SAL`!tDf0i`I6c4_S3Pq zA08Ei<<^$5vPZh9B~(-w7T<5x`BZnX;;?^$+L-T$kG^zRuf5MmP28IC@xZ{Eai2VY z?0)v?#0yvT2teVKYj$Wn_oCLKDRoWnB3NP-Rjq$ zO*FLkHYKEeF)O*ewq=2U`>yHq%PUK652U&uw|MQ@op-3M#iu&w$0H2`ih=eL1A6|j z4@X*VX*cY6uD0V-zLlPCv6rjshudNKG5(oVTR(mXNp~rC_&{IKYi9Q~eaM4ncKhSn zpb5){E*nGIx2FHquW{pgIjWr4-e=i${kSmQL1|ah*4((zLnY|Ygzh#f>dSZoy3JM@ zwv69nfT~meU)y`A>`&SHy!5x*I?a>2{q>xpvSGwDuVeeo&EvNwJ3SsebA_t#Fp&u}&^Xd%Wxhd9_(=kJUxaE2lL3Z#jHN{Yc<6#xv6``3EL0_&k3} z&hpVaQ&VbYzTbTK&H&v4d%Ms>rIpTGM&|`pK7OM)TM{i02Nn7y{y8$kx$Q;&@{QY{ z4yA5*SJ;$p%PH9YWbW%r715Ou$L0xAHq@QUxyPQgGbQraxfgx%9;c{<2XA;pxo@SF zAEB|nICXgZAp0cuVcjS`#q*@osw9~`Zq>9DJ|`Q6Z4QE4M)iv_#MehB=o(d1f*)qb zHQ9vrJe^xJcw+}9; zx5+a&ers5cTj8cV?>yWi|NLv>zTs!HPgZ6ePrXo|_~>l5xax_U{>A#lqZ2(V#a~^u z93sEI*}Fxk!qGaeTh@BlY|-vjV=k3{TfXPu$OLgo(_NPL%i2vA#?9a3J*VGW>hi!i zaMT0!E)0g^NuOT}Qs%nPayPZsvvW4J>oPZz*I7Ex_c9fa4YJ@vN0=fjsVZ)rUAzl*!5zi7H$9;jJ9O|yIEp{)^m9EsTb7gc*dcJlVY;ZMPKee>gv@|{nv81y-r zQ>3oheD{Ln(HS+<7dEvL5y6S7uCr)1UYksr%LrQ~PsfX*Pu&{S6Vf}iTTHf7%=;Nli zImZ)LZyENe)^5?ZM(xYPC?$DE4_|n`tHq4}A}#vV1Jk_y^8%Q6Z)eq?WejujNZHkV~desEZ)`{u;qbt}pcLwc?x)-sT%o#{2312Ok-N=QrMSbQ$Nq zazcad#4!O*p@+H+Fdw0vHdy@T(5B%F$62k9`gqYRH)Y4Di?i~dy4F{}I@Ie;-Z}c) zNexsg{3J!xb5fFrd0fGpd(~-yhi7>FHY!2#Dlzx1v%2B1VLaQ-KXWvbn_Rm+i)(rv z`_uCr?diMW)89Iuiis{fL^Y1Kwa=eXt-6!5A+A?&oR(tvjY0OKH*t7 zZ1wq-##^-Z8Gj5Opz0o+KccQMGvS&cz45R9^tUI{3J>@$J^SEb!>K7F>Z~{Sp}$R) z%un!$FsA#Jg)&~J6grHnDm_!XDS{R6{Fc7F-$;Iifl7mKHP29Fr$Y(E)st9`UdBnowqLAPXLgtkbQU1Z6JDzxGCuV=xloPXb z{jJ6UPaaKd?w9rio)Lj3P2^9D$e%f(VBvlH9^tR4qLqWKqouw4*)Kbh&~~c)$9r*S z?y(~eaO|K{C+U!1bk-}Vigi-ic?5&@rX39Y|qIo%b&)6m1Xa%Xulg)G!*^ZCB5I;Edu@|;E zZRWjjiCD7YlZ38X>NV{M=ZRfWuiq+EIGY~sJ#rWHbgF|~Pp1d&;Ej^&X54&e`Kb3y8 zDX!hY8b0-}g>gAPr{WhnM=x+5QyHYmbB;@tM7iuudNZ%P=qbhEc3OWf|J}Zjl#OQl zE>#&?Cu^=r4!m?@<2cvY>V>lo=qw%>cy(`d-1D zEoeFRG_$Jemj2-Bp{}jZ8Xv>uUiwp-A9z^Kj>&rMFzV*Rb+Zb$r#2a$p1M9)?~f0` zJuiJ75uKNMa4-GV_-DKCFW>H&voRytGqyGLKP#$iK*h9Qu`JP{ zsQ={@{xu=?Xq(=p)w4e?_nJQD=`hp2eP(Hfwm;e?Q`DB7tkBtE7YCc)H$eXMV`sl)tps&-lVju#H-}- zjnO?sJHCE&I!}4uW}?^V&MF@Gc1_9fM*oMZ2h9SJrgrmuU%tLu_N5`_YxKsjzaRX7 z4kGjpG1x!e3)9qk(A2M9(=?_bO;xK0CYTkc5q0yjr=a7`* zycXS(yqy=L-!(_qz2E!iR-4SH0ZE(ukHnN6-Y8~o$kffr<7iEuV>9;2)ln0xdJM`N zI5$bl{a~L#8kLM{>+9wuudFYzW5#xB>K?hK_DNhhGq!%vs+?pN*-U=q?ugr+P@^OKIGnyNgs!Pc=Kr5cjr@AIN>gbcNm&uL3$C+khDW_4hrK=ckoV2ku;A4-onwb7YWt%5S8>lx;+J2GRsEAi ztGl?~X#H+}L9)Z<`0{Jssdty&%d7kRM|eq5y#ICM^~rGSiq(@BWcyc-dQQDrazYe! zDE&U)$d7Bp^h?{I>duyAeU_|D;%Ce+pp;LWsi*g&G%l!H)6Md|<&w|AF?VfVJ}Rmb z^?d1GT6`f`dw1foj~jDhTD8_|&q&u|JlP)w>{wy`# ztr7}y9HojJr8Cy0k!2q9U)(C;EFc3-(H<0ZXzTwz`c-hN9ntSUxYg_nNL$y*wY55} zLt71}xt(9UaE9@k>g=gu!hvU-vYs;QgRHKV9EiH&B8+d2Da^ZEl<(U+{N~3p)} ze#R~x9NZEaez3mQW<@~onI5ZK#Xrvrcl1j8w14ZHc`VnmU3*$I?Yf^$-mrK>h;zLx z{1wb8svJ0_HEEKD%H}Zb>T5f*@-x?~_oGCo<d_6jRxQCW=C-Y+ZB%{eP^df4iR^{cD$E&Azh^U8cSWn8h# z%O@_gB4)^R)d+M|oW7h@lRW&5>h;cI{9D_CD6Qv7w_XoBQP1w~5fN|1FL0it!P{JOzxwLE<6gJt z-aF1~h$*+{PV%hT=SBXIRGEdfi_mz9L1Vj{H3L53N;8oYXaJpE~-{Xje+!KKeetD!ys_oe>(g zx6Y^MreD(5=r6jM5^VSO;2_DT=Z&{7jk?uG`uysj;iDSXt0mT-uTfi=oS?e!5U>02 zg4C%$O0V*_`zJ|k&kcB$*Vp*$*wmRu!RP$K`yVSld+FPZ7XeEt-=9=uKUsg#X!4?x zG3(lXXsoXtoqo{n+we?N?%^(!RnaT`nzFiE+RT~fic{9ViGK-IEXD0Qcn(~_tNv2> zD^q+$uiC`{KPL0PdDVUJz@zWbCl%ExlQPs%6HzRXoofOHGZ}UagJ{ z-?vOu`}?2@)7}GGE1R8PFvCn=%+_6t6jh7+bEw_QOUWBn4FE;GwlaMAzFC-}&iyeZ zf!=+5ZJEQ$>B1dmSo~{l00(vp%7lC0nR%Yi7JB5==cqrpC@H?onJ0^X2e_q zXY$eyA71~gTT&fcb>{2Rye#oSq34CAFE3s28&l~tg}HC_ zTH>JzgCJ2IQn#Wvzqg)^TE?T;-s``n)Q#tkMS1G=feMQ1C|A_jJQLFO=HA1GY)Z3C zlB@@9JyRREmce3$ZhD$|^y~fXgIXK)LbwkS8kkPabpc9-ZGe{R`-2I04xcYx z*xfgN!iVFA_fyJ-e;ixht-c~vawCa6prwcBw0onQ4}Tl+b7TT7oE+!B_}&da?UfND zK3UHXCv(lp^Y8r-?sItUyPa0GWjrsOJhJ+v_NlLihO+SYvph=;VZ{&me%hoX{N1kR z4tnZ-h__N5)6+ft`7%8%RM6A!no*@Mzm_&i&ou40c2>RdjIcD6p$2^74C9SP*!=k{LdjU{@@;mxCBS8FJA(8 zmWV>&33f=0Z3NzMQwNsQI*}-{Q$}!&1ZEpZR5FGkiORx8CQ;d#IZ(Plf_?6ec8^+@yCsu6!}Fab?JN;!9KFKSolTyb=lH%9q;Zxa|*G zV&lq@R~T1ub3;Z4>g_AL(E4nDP?r0;TAMK;OL)O2EtJyxSUETw}@6lFHG z69Hq499xBvh>W4g!*LUmGGCNcNG@YCcFU2KDR28TKbZEmm)B(GV=6;IeU;1rCTblT zr_4s>i51x>Ut8yLh+OPo;@>D6wg9}4(HIDob^_aT1JUI~I%bZpx^Ur+%+l$YIhokQ zN7+3bBpq`RZ>qDDE0*e#*fQIvV}-THsv=G#9cyz7T@qEs0QdwqL+Mi}FaQ&qd=Zo~ z1c3r+$2=V^lx-(s2_7%mSX49?M#1*cX$XSxupL4N2;6N2hJ~c#IN#A0KFTVX@G-(s zfIebmBI$4gd_`h`)Gtt<1yGq>E8^HOr&3ELT$zf8DB5Yr6G-{`)AQq1MSbzx>9;!wVX!r?G= zNpRZ{MnZWgF>Wm(-oCWVZhR4kFF|GQa;E( zQly;{zdn;PClr+&$BFhKF(TUn-9ms7Aj~0w?F2wrV+z?pLmn5nCKWk^^2MP7ei+u( zQ7rNma{~iqOJ$=@az&9ZkjE7`OGCUP?BMn?et?%)Bz5LXf#Vb;rkLO9a?t4uep^S>z*?y$1l>KpsF=ke0GAY3qV-ze2xu_Wj~)%DhwDvaZP^w%Zd<4EBV!l2SbXlNH z(g^}ntPk{US1jx^^7FEQunYSA@@iybQ+1W;gv>miPS~VKy_s^ahXKG%Q)SVY98GX; z)OJzCT7XDX*>c|tUKJVB$@-WNWXUD56N#VKp_Zr$Gk|h6vklSNROue+m+A& zXS$sH9Rt#km6!P?g@I9!Az;O0R#HbaTp=7ldFd$#H+m}1ydWK7x;ZeFp{{xTYx?l(7?4; zUIQ|}1O{|YiUL#YX$j>?QMf9Pa}-cPf+t@dGWVdwNUd4&hB6Qpp)1RklnAaorA|j< zC2X-Ez8zaxMMjphI6Czja!uPiI3$~Zjar63xV zcoBxoLzCGa#Ytt0{~IzZI&`?H5z;dn z3nQaK9!tac+CHDG?q|jYUnhd=Z5>fsL&C~xP@!nAa{-euQ`6T#7A4SF7*Ax)?Z7t} zxJvl#jSc2PjLjEAIi&rfTth>+Hdhi9z>R=FT~W0`143X-aha)m7-54>w~mIWhO-GClc!{q_LRrKWibGOm;>uJoMs+ zUKRp#(Yp}6@X^Z@3{0kz(Yq6R5uukr^uk3iLR|w4W2Iqdqi;gcO8|Nipckz5LitG8 z2kbiu`mP=9hCX2PiqT*G=q0iPh7IV8KDM{_!9D=P&^y+p{hPT6g3XIffOYMhwDSw> zug)2`fd%-|wkh~0E-xrpmw5ZjU9qGY}pdSvP(GI9otFu7cWy1HOI9ppVSHKqdJ*SqVntpi|#UFc^=CT%%Gu$hpvcv3M8?2$Wzj9=cjb5eDNikQG*h!QXULNX5Yz zDD_u@(P169b}$|tr58%=$YcfsM`!q+i7NC;?HE)hz8#E5Lyrh4wIh>RsCa^du?aXc z;KofH-_Uqn(29-XRor+S6fY{lm>};&`cd&b0``*8F-4`mkR1{D%cRjz`lHwm@S~tj z21OW*N0=AEP~@uAj>TcpiQ|!xgHdV+g%*@H;9x|avp6gw{osOc91Q>$I)PSD<08l@ zjK{#?Ol30JM0uewP%#IGA4sY)4D}`B#sgefU963T+^+I?EGpV`!NC}4BMAp%qI4Vw z>%vB`I4CVtZpWq&WSq>V;cX6?%%I@!M=b~L^+{SJ0{pu96zYQ4ZL1b861MIfOUWs zQy!1ZhO#4`=b#FBx{%qhS4`*&#K++R?O0?&J2DOJ#VM`>+R^d$3UJ||h+4TFnMRNy zz?tBup%tMW4NMMxZ8SEOV6(xp6XF9Jn}KScO1RM2EP`L4u{i{tp>eP(x^iC*mh|Ib zbOJvpY~V0{UJe6oPAT=JvzREa#lhGFe$XNMBj^?zu*UU;;#3#&LO_ITN8@nt^n+lC ziI-gM1KU?Arufolg=n*d{>?OI$r4mzNq45N|>@(h-aU`rSfZs6(6gwTvI2MsGsD9u4L9g#Bg(fx5WDZG6NoT!Q%pPHmWQs;mm;akN~4$L;!* zF^&c7(CKmIb~HNP9|4DmITO?u&`%)Y`jQFy0q%pqb0!S}B0^uH-GJzd7&n3L<8cNl zAmn*$2*>d>KxqnoUWl&>5}XLVUo2c$_dV~&n!9%6~~pwV^9e4%mT+i zpgn`$MPJZ#!gy>#F3Ez#f6jK!_utT1TK26E>#^vIaQ`o(60vBoWpDu@t@?i{6zCQ3!bo zSQ3IA0&OGCOQqv;2#7a01b+m539%@YcnG=xFaqD$-~$LW1-cMuN&{h2mJLY2x`>D9 zME-(g5NtM-n}~4a zAWbI3;}D$^Y$u2iA$H_2VJXV=gJhZz^8<_!BSGZD#LEG|*m!#iRSQC$8ejyP!q3_; z@wOdcY`p)az|It&=Ky1(Gp33(g=_}>;vybK$iYxG79B59>I+c>J}#y(DNMZX1B{LL z)8OCmiI}Qi$E8vtLjX*0%Yw@&#ofv{l0*qi^ z;7A7(FOvY{;A0=O)rAhzE7A{O5G~_ibjZ7LYXe<{73115Aig5NKwfaZ0+Mq=od)WE z3_Sg)z)O4$fC{@Vc%6Y-1}Hin7YGpWI5VJDg(6ZDtKRf zJ`FGqKF)#P4aQCYDai{|G4Zw?+A;8c8elBKyewkf8!~%B4goMo+HvcEIGZ55EZCaB z%OAk-{u0JxDXtApHN&}TG5mfn$-r3<2|qOno2~{ und -\subsection{Performance} +Am Ende jedes Abschnitts beurteilen wir, wie gut das jeweilig genannte Kriterium durch Julia umgesetzt wurde. + +\subsection{Performanz} + +Für die Gestaltung interaktiver Software und der Erstellung von Bildern bzw. von Animationen bezüglich Fraktalen wird ein Anspruch auf eine schnelle Verarbeitung der Eingaben gesetzt. Besonders für Programme mit denen in Echtzeit verschiedene Formen von Fraktalen erkundet werden können ist eine gute Performanz von hoher Relevanz. +Da viele Programmiersprachen heutzutage alle notwendigen Funktionalität zur Lösungen unterschiedlichen Problemtypen bereitstellen, spielt die Effizienz eine höhere Rolle innerhalb der Auswahl der Sprache, als im Vergleich zur Umsetzbarkeit \autocite{januszekComparativeAnalysisEfficiency2018}\\ +In folgendem Abschnitt werden Performanz-Tests in den Programmiersprachen Julia 1.10.2, Python 3.12.2 und Java durchgeführt. Die verwendete \ac{CPU} ist ein AMD Ryzen 5 3600 unter Windows 10 mit 16GB verfügbaren Arbeitsspeicher. Der zu testende Code wird aus Sicht eines Einsteigers der jeweiligen Programmiersprache geschrieben. Der Code macht keinen Gebrauch von explizit verwendeter Parallelisierung. Außerdem vermeiden wir Optimierung einzugehen die von genaueren Wissen technischer Details, der jeweiligen Programmiersprache ausgehen. Die Zeiten werden mithilfe des Julia Package \texttt{BenchmarkTools.jl} und des Python Moduls \texttt{timeit} erfasst. Jeder parametrisierte Aufruf eine Funktion wird 10-Mal durchgeführt. Aus den 10 Aufrufen wählen wir das Minimum aus. Dieses Vorgehen liefert eine Untergrenze der Ausführungszeit des Codes. Die Kompilierzeit der jeweiligen Sprache wird in unseren Tests nicht miteinbezogen.\\~\\ +\subsubsection*{Performanz-Test} +Die Elemente der Mandelbrot-Menge $\mathbb{M}$ können nicht genau bestimmt werden. Es ist dennoch möglich Näherungsbilder der Mandelbrot-Menge $\mathbb{M}$ zu skizzieren \autocite{weitzKonkreteMathematikNicht2021}. Wir überprüfen die Performanz von Julia indem wir die beanspruchte Zeit für die Erstellung eine solchen Näherungsbildes betrachten. Komplexe Zahlen sind im Kontext dieses Tests festgelegt als Datenstruktur bestehende aus zwei 64-Bit Fließkommazahlen nach Spezifikation IEEE-754. +Die Mandelbrot-Menge ist nach Definition Teilmenge der komplexen Zahlen. Es lässt sich zeigen, dass alle Elemente der Mandelbrotmenge vollständig in der Kreisscheibe um 0 mit dem Radius 2 liegen \autocite{walterFraktaleGeometrischenElemente2018}. Diese Eigenschaft machen wir uns in unserem Näherungsbild zu nutze. +Demnach verwenden wir für die Visualisierung der Mandelbrot-Menge als Rastergrafik einen quadratischen Bildausschnitt mit Umkreismittelpunkt bei $0 + 0i$ und Seitenlänge 4. Um eine $n \times n$ Rastergrafik zu erhalten zerlegen wir unseren Ausschnitt in $n \times n$ Quadrate mit Seitenlänge $\frac{4}{n}$. Aus jedem Rasterquadrat wählen wir eine komplexe Zahl $z_{ij}$ als Repräsentanten für dieses Quadrat aus. Wir bestimmen für jedes $z_{ij}$ ob es nach einer festgelegten Anzahl an Iterationen ins Unendliche divergiert.\\ +Wir nehmen an, dass alle $z_{ij}$ Teil der Mandelbrot-Menge sind, wenn unsere maximale Iteration erreicht wurde und somit die Kreisscheibe nicht verlassen wurde. Diese Methodik fasst sich in Form des \textit{Escape Time Algorithm} \autoref{alg:escape_time_algorithm} zusammen. \autocite{caiStudyMandelbrotSets2013}. + +\begin{algorithm} + \caption{Escape Time Algorithmus}\label{alg:escape_time_algorithm} + \begin{algorithmic} + \Function{EscapeTime}{$z, c, t_{max}$} + \State $t \gets 0$ + \While{$|z| < 2$ \AND $t < t_{max}$} + \State $z \gets z^2 + c$ + \State $t \gets t + 1$ + \EndWhile + \State \Return $t$ + \EndFunction + \end{algorithmic} +\end{algorithm} + +Der \textit{Escape Time Algorithm} \autoref{alg:escape_time_algorithm} muss für ein quadratisches $n \times n$ Raster $n^2$-Mal durchlaufen werden. Für die Anzahl der gesamten Ausführungen der \texttt{while}-Schleife des \textit{Escape Time Algorithm} kann die obere Schranke $n^2 \cdot t_{max}$ bestimmt werden. Die obere Schranke wird erreicht wenn alle $z_{ij}$ Teil der Mandelbrotmenge sind. Abbildung \autoref{fig:mandelbrot_time} stellt die benötigte Zeit zur Berechnung des Rasters unter maximaler Iteration $t_{max} = 10$ logarithmisch dar. + +\begin{figure}[h!] + \label{fig:mandelbrot_time} + \includegraphics[width=\columnwidth]{images/mandelbrot_time_log.png} + \caption{Zeitaufwand in Abhängigkeit der Rastergröße} +\end{figure} + +% Validierung der Daten über Standardabweichung +Python und Julia weisen ein ähnliches logarithmisches Wachstumsverhalten. +Für den letzten Wert $n=100$ zeigt Julia eine eindeutig bessere Performanz als Python. Mit einer Zeit von $\approx 3.5046 \cdot 10^{-4}$ ist es im Vergleich zu Python $\approx 1.3209 \cdot 10^{-1}$ mit einem Faktor von $\approx 377$-Mal effizienter. Unser Resultat deckt sich mit dem Ergebnis von \autocite{januszekComparativeAnalysisEfficiency2018}, welche anstelle des \textit{Escape Time Algorithm} Matrixmultiplikation zweier quadratischer Matrizen verwenden. + +\subsection{Nachhaltigkeit} + +Im letzten Jahrhundert verhielt sich der Energieverbrauch zwischen unterschiedlichen Programmiersprachen nahezu analog zueinander. Innerhalb des 20. Jahrhunderts legen Computerhersteller und Softwareentwickler einen größeren Wert auf eine effizientere Energienutzung \autocite{pereiraEnergyEfficiencyProgramming2017}. Neben dem Energieaufwand für Berechnungen wird weitere Energie für Kühlung, Anzeige, Lagerung und Kommunikation verwendet \autocite{dagostinoHardwareSoftwareSolutions2021}. Bedeutet die überdurchschnittliche Performanz, dass Julia auch energieeffizienter ist? Der Energieverbrauch wird durch die Gleichung: +\begin{equation*} + \text{Energie} = \text{Zeit} \times \text{Leistung} +\end{equation*} +beschrieben \autocite{pereiraEnergyEfficiencyProgramming2017}. Visualisierungen innerhalb der Fraktalen Geometrie können einen hohen Rechenaufwand in Anspruch nehmen. Beispielsweise spielt die numerische Präzision Berechnung eines kleinen \enquote{Sichtfensters} in die Mandelbrot-Menge einen limitierenden Faktor. Desto kleiner das Sichtfenster ist, desto mehr Zeit wird in Anspruch genommen dies zu Berechnen \autocite{heiland2023patterns}. Durch Verwendung von Zahlen mit arbiträrer Präzision kann diese Rechendauer, die einer 64-Bit Fließkommazahl übersteigen. Ein weiterer Anwendungsfalls ist die Wahl eines hohen $t_{max}$ innerhalb des \textit{Escape Time Algorithmus} \autoref{alg:escape_time_algorithm} welches ein genaueres Bild der Mandelbrotmenge liefert, aber auf der Gegenseite eine höhere Rechenzeit benötigt. Für die Darstellungen von Kurven, wie beispielsweise der Koch-Kurve $n$-ter Iteration wächst der Rechenaufwand mit wachsenden $n$ mit an. Es lässt sich schließen dass in genauere und präzisere Berechnung ein höherer Energieaufwand einfließt. +Ein Vergleich über die Energieeffizienz von Programmiersprachen liefert, dass kompilierte Sprachen im Durchschnitt schneller sind als Sprachen mit Virtueller Maschine, gefolgt von interpretierten Sprachen \autocite{pereiraEnergyEfficiencyProgramming2017}. Dieser Vergleich wurde anfangs ohne Julia durchgeführt. Im Anschluss wurde Julia in der Version 1.3.1 hinzugefügt und in einem Vergleich mit 9 weiterer Sprachen evaluiert. Julia liegt in der neuen Durchführung auf Platz 2/10 würde sich in im ursprünglichen Vergleich auf Platz 5/27 einordnen bezüglich des Energieverbrauchs. \autocite{pereiraOriginalWorkSLE} \subsection{Parallelisierbarkeit} +Die Berechnung eines Bildes der Mandelbrot-Menge und der Julia-Menge lässt sich auf eine einfache Weise parallelisieren. Der Rechenaufwand für das große Bild kann in mehrere Teilprobleme, die Berechnung der jeweiligen Pixel, aufgeteilt werden. Dies ist von hohem Nutzen, da die Berechnungskosten für einzelne Pixel mit hohem Rechenaufwand verbunden ist \autocite{drakopoulosOverviewParallelVisualisation2003}. Julia unterstützt die vier folgenden Wege zur Parallelisierung von Programmen \autocite{bezansonJuliaLanguageDocumentation}: +\begin{enumerate} + \item \textbf{Koroutinen} Julia bietet die Option die Ausführung von Abläufen zu Pausieren und an späterer Stelle wieder neu zu starten oder zu synchronisieren. Diese Berechnungslast kann auf unterschiedliche Threads verteilt werden. + \item \textbf{Multithreading} Aufgaben können auf unterschiedliche Threads oder \acs{CPU}-Kerne aufgeteilt werden. Die unterschiedlichen Threads teilen sich denselben Speicher. + \item \textbf{Verteiltes Berechnen} Mithilfe des verteilten Berechnens können mehrere Julia-Prozesse, mit jeweils eigenem Speicher, laufen. Diese müssen nicht zwanghaft auf demselben Computer ausgeführt werden. Die Standard-Bibliothek \texttt{Distributed} bietet die Möglichkeit die Berechnungen von Funktionen auszulagern. + \item \textbf{Berechnen auf der GPU} Statt die Berechnungen auf der CPU stattfinden zu lassen, können Berechnungen auf die \ac{GPU} ausgelagert werden. +\end{enumerate} + +Für allgemeine Probleme ist der leichteste Weg Multithreading zur Beschleunigung der Berechnungen einzusetzen \autocite{bezansonJuliaLanguageDocumentation}. Die Bereitstellung der Bibliothek für Verteiltes Berechnen reduziert zusätzlichen Aufwand seitens des Entwicklers sich um die Koordination der einzelnen Systeme zu kümmern. Eine Skalierung der Rechenleistung für große Projekte durch Julia von Haus aus gewährleistet. + \subsection{Softwarepakete} -Neben den Standardbibliotheken, die mit der Installation einer Programmiersprache mitgeliefert werden, steht Nutzern die Möglichkeit offen eigene Softwarepakete zu entwickeln. -Um die Pakete der Öffentlichkeit zur Verfügung zu stellen, können diese in Paketverzeichnisse im Internet hochgeladen werden. \autoref{table:packages} zeigt eine Auswahl von Verzeichnissen für Sprachen aus dem Bereich des wissenschaftlichen Berechnens. +In folgendem Abschnitt betrachten wir ob die durch das Julia Ecosystem bereitgestellte Ressourcen ausreichen um die Vielfalt unterschiedlicher Fraktale darzustellen. Dazu gehen wir nach einem \textit{Top-Down}-Prinzip vor. Erstmalig wird das Julia Ecosystem auf einer allgemeinen Ebene evaluiert. Im weiteren Verlauf werden einzelne Softwarepakete im Rahmen als Hilfsmittels für die fraktale Geometrie bewertet. Wir überprüfen ob eine Auswahl von Fraktalen mithilfe Julia visualisiert werden können und wie gut die dafür existierenden Strategien umgesetzt sind. Wir unterteilen dabei die Fraktale in folgende Mengen, die nicht zwingend disjunkt zueinander sind. -\begin{table}[ht!] +\begin{itemize} + \item Fraktale, die Teilmenge der komplexen Zahlenebene sind. Beispiele dafür sind die Mandelbrot-Menge, sowie die Julia-Menge \autocite{walterFraktaleGeometrischenElemente2018}. + \item Fraktale, die sich mithilfe eines Lindenmayer-Systems darstellen lassen, beispielsweise die Peano-Kurve oder die Kochsche Schneeflocke \autocite{alfonsecaRepresentationFractalCurves1996} + \item 3-dimensionale Fraktale, wie zum Beispiel den Menger-Schwamm oder eine 3-dimensionale Form des Sierpinski-Dreiecks \autocite{sternemannPlatonischeFraktaleIm} +\end{itemize} + +\subsubsection*{Julias Ecosystem} + +Neben den Standardbibliotheken, die mit der Installation einer Programmiersprache mitgeliefert werden, steht Nutzern die Möglichkeit offen eigene Softwarepakete zu entwickeln. Diese Pakete kapseln viele Funktionalitäten im Fokus eines Spezifischen Anwendungsbereichs bspw. Statistik. Um die Pakete der Öffentlichkeit zur Verfügung zu stellen, können diese in Paketverzeichnisse im Internet hochgeladen werden. Diese Möglichkeiten erweitern das traditionelle Verständnis von Softwarentwicklung im Sinner einer kollaborativen Zusammenarbeit von Entwicklern unabhängig ihres Standorts. \autocite{decanTopologyPackageDependency2016}.\autoref{table:packages} zeigt eine Auswahl von Verzeichnissen für Sprachen aus dem Bereich des wissenschaftlichen Berechnens basierend auf \autocite{PyPi2024} \autocite{MATLABFileexchange2024} \autocite{CRANContributedPackages2024} \autocite{JuliaRegistries2024} \autocite{carbonellePYPLPopularityProgramming2023}. + +\begin{table}[h!] \centering \renewcommand{\arraystretch}{1.1} \caption{Paketanzahl nach Sprache und Paketverzeichnis} @@ -105,27 +178,83 @@ Um die Pakete der Öffentlichkeit zur Verfügung zu stellen, können diese in Pa \end{tabular} \end{footnotesize} \end{table} -Nach dem \ac{PYPL} Index wird Python als populärste Programmiersprache evaluiert. Julia hingegen belegt hingegen Platz 24 \autocite{carbonellePYPLPopularityProgramming2023}. + +Nach dem \ac{PYPL} Index wird Python als populärste Programmiersprache evaluiert. Julia hingegen belegt hingegen Platz 24 \autocite{carbonellePYPLPopularityProgramming2023}. Zwischen beiden Enden liegen die Programmiersprache R und MATLAB. Da MATLAB keinen klassischen Paketmanager besitzt wird hier zum Vergleich die Anzahl der von Nutzer bereit gestellten Programme auf dem MATLAB FileExchange verwendet. Aufallend ist das MATLAB trotz einer proprietären Lizenz eine höhere Anzahl an Paketen bzw. Programmen bereitstellt. Diese hohe Popularität erklärt weshalb die Anzahl zwischen Paketen auf \ac{PyPi}, dem Python Package Index, und \textit{JuliaRegistry} sich dem Verhältnis 50:1 nähert. Aufgrund des relativ jungen Alters, mit Veröffentlichung von Julia im Jahr 2012 \autocite{cabuttoOverviewJuliaProgramming2018} und der niedrigeren Popularität, besitzt Julia im Vergleich zu den restlichen ausgewählten Programmiersprachen die geringste Anzahl an Paketen. -Kann trotz geringerer Paketanzahl eine diverse Anzahl an Fraktalen visualisiert werden? - -Wir betrachten folgende Auswahl an klassischen Fraktalen, nach \autocite{walterFraktaleGeometrischenElemente2018}. +\subsubsection*{Schildkröten und Kurven} +Eine häufig verwendete Strategie zur Darstellung von Fraktalen Kurven sind die von Seymour Papert im Jahr 1980 entwickelten Turtle-Grafiken. +Dabei bewegt sich eine unsichtbare \enquote{Schildkröte} über eine Leinwand und hinterlässt eine farbige Spur. Dabei ist die Schildkröte auf eine Anzahl an Aktionen beschränkt, die aus der Perspektive der Schildkröte geschehen \autocite{alfonsecaRepresentationFractalCurves1996}. Diese können beispielsweise sein: \begin{itemize} - \item Cantor Menge - \item Sierpinski-Dreieck - \item Koch-Kurve - \item Raumfüllende Kurven - \item Mandelbrot-Menge und Julia Mengen + \item[F] Die Schildkröte bewegt sich einen Schritt nach vorne und hinterlässt dabei eine farbige Spur + \item[+] Die Schildkröte dreht sich um den Winkel $\alpha$ nach links + \item[-] Die Schildkröte dreht sich um den Winkel $\alpha$ nach rechts +\end{itemize} +Alleine mit einer kleinen Auswahl an Aktionen können komplexe Fraktale erschaffen werden. in Julia wird das Zeichnen von Turtle Grafiken durch das Paket \texttt{Luxor.jl} abgedeckt. Neben unserem Beispiel an 3 Aktionen stellt \texttt{Luxor.jl} 17 weitere möglichen Aktionen zur Bewegung der Schildkröte bereit \autocite{cormullionLuxorJlDokumentation}. + +Mithilfe der Regeln der Turtle-Grafiken lassen sich Lindenmayer Systeme, kurz L-System, darstellen. Ein L-System liefert eine Liste an Ersetzungsregeln die alle gleichzeitig auf eine Zeichenkette angewendet werden. \autocite{mcandrewLindenmayerSystemsFractals}. Diese Ersetzungsregeln können beispielsweise auf Zeichenketten bzw. die Aktionen unserer Schildkröte, bestehend aus F, +, - angewendet werden. +Der übrigbleibende Aufwand besteht nur noch darin das L-System in die Aktionen einer Turtle-Grafik zu übersetzen. Das Softwarepaket \texttt{Lindenmayer.jl} abstrahiert uns diesen Arbeitsaufwand weg. + +\subsubsection*{Fraktale in $\mathbb{C}$} + +Die Mandelbrot-Menge, sowie die Julia-Menge liegen innerhalb der komplexen Zahlen. Mithilfe der Stratege die Mandelbrot-Menge in Form eines Rasters unter Nutzung des \textit{Escape Time Algorithmus} \autoref{alg:escape_time_algorithm} erhalten wir ein Raster bzw. eine Matrix mit den Fluchtzeiten der jeweiligen Eingabewerte. +Für vielseitige Visualisierungen ist eine einheitliche Schnittstelle für Farbmodelle und Rastergrafiken vonnöten. Diese geforderte Funktionalität wird durch das Julia-Paket \texttt{JuliaImages.jl} realisiert. Das Paket \texttt{Makie.jl} liefert eine Darstellungsmöglichkeit für 2-dimensionale Rastergrafiken in Form interaktiver Anwendungen mithilfe Benutzereingaben wie bspw. Textboxen, Knöpfe, Slider \autocite{danischMakieJlFlexible2021}. + +\subsubsection*{3-dimensionale Fraktale} + +Neben der Möglichkeit 2-dimensionale Rastergrafiken zu erzeugen bietet \texttt{Makie.jl} die Option innerhalb eines 3-dimensionalen Raumes Objekte darzustellen. Mithilfe eines Voxel-Systems können fraktale Objekte mithilfe Würfeln angenähert werden. Neben Würfeln bieten Polygone und Linien weitere Grundbausteine für die Erstellung komplexer Objekte. \autocite{danischMakieJlFlexible2021}. Weitere Möglichkeiten zur Erstellung von 3-dimensionalen Objekten sind das angeben eines Volumens oder das Laden von \texttt{.obj}-Dateien. Die Konstruktion von größeren Objekten erstellt sich aufgrund der zusätzlichen Dimension als schwieriges Unterfangen dar \autocite{danischMakieJlFlexible2021}. + +\subsection{Entwicklungsumgebungen} + +Die Julia Programmiersprache ist auf macOS, Windows und Linux frei erhältlich +Mit der Veröffentlichung einer neuen Programmiersprache müssen auch Entwicklungsumgebungen geschaffen werden. Eine Entwicklungsumgebung bietet dem Programmierer nützliche Werkzeuge um Code effizient zu erstellen und zu verändern. Der Typ der Entwicklungsumgebung bzw. \ac{IDE} lässt sich in 3 unterschiedliche Typen kategorisieren: + +\begin{itemize} + \item eigenständiger Texteditor, die für das Schreiben einer spezifischen Programmiersprache oder einer engen Auswahl an zusammenhängender Programmiersprachen konzipierte wurde. Ein Beispiel für einen solchen Editor ist RStudio für R. + \item Erweiterung eines schon existierenden Texteditor, die konzipiert um eine große Breite an Sprachen abzudecken. Ein Beispiel für einen solchen Texteditor ist Visual Studio Code, welches viele Sprachen durch Hinzufügen von Erweiterungen unterstützt. + \item Notebooks, die eine Ansammlung an Zellen mit ausführbaren Code oder Notizen meist in Form von Markdown bieten. Die Entwicklung von Code in Notebooks geschieht in einer iterativen und interaktiven Form. Diese kommen meist innerhalb des Data-Science Bereichs zum Einsatz \autocite{wuB2BridgingCode2020}. In der Praxis unterstützen Notebooks meist mehrere Sprachen oder es ist möglich diese per Erweiterung hinzuzufügen. \end{itemize} -\subsection{Entwicklungsmgebungen} +Wir klassifizieren eine Auswahl an Entwicklungsumgebungen für Julia. Für jede Entwicklungsumgebung fassen wir auf ob deren Entwicklung noch aktiv verfolgt wird. Die Arbeit an einer \acs{IDE} klassifizieren wir als gestoppt oder pausiert, wenn seit Anfang des Jahres 2023 kein neuer Release erschienen ist. +% abgerufen 16.06.2024 +\begin{table}[h!] + \centering + \renewcommand{\arraystretch}{1.1} + \caption{Einordnung Entwicklungsumgebungen} + \label{table:ides} + \begin{footnotesize} + \begin{tabular}{llcr} + \toprule + \acs{IDE} & Kategorie & Entwicklung & Letzter Release\\ + \midrule + Julia (VS Code) & Erweiterung & Ja & 08.05.2024\\ + Juno (Atom) & Erweiterung & Nein & 20.11.2020\\ + Julia (IntelliJ) & Erweiterung & Nein & 23.04.2019\\ + Julia-Studio & Eigenständig & Nein & 05.11.2013\\ + Pluto & Notebook & Ja & 08.05.2024\\ + IJulia (Jupyter) & Notebook & Ja & 02.06.2023\\ + %Quarto & Notebook & ja & 03.06.2024\\ + \bottomrule + \end{tabular} + \end{footnotesize} +\end{table} +Aus \autoref{table:ides} ist zu erkennen, dass die Unterstützung von Julia in Form von Notebooks weiterhin gewährleistet ist. Eine eigenständige Entwicklungsumgebung an der aktiv gearbeitet wird ist in unserer Auswahl nicht zu finden. Aus der Kategorie der \textit{Erweiterungen} wird alleinig Julia für Visual Studio Code unterstützt. Zu bemerken ist das die Programmiersprache Julia, sowie auch alle der genannten Entwicklungsumgebungen \acs{IDE} aus \autoref{table:ides} einer proprietären Lizenz unterworfen ist \autocite{bezansonJuliaLanguageDocumentation}. Dies sorgt für eine hohe Zugänglichkeit. \section{Ergebnis} +Im Gesamtbild liegen die Stärken der Programmiersprache Julia in der überdurchschnittlichen Geschwindigkeit als Skriptsprache. Die Kombination mit einer guten Energieeffizienz trägt dazu bei, dass Julia als grüne Programmiersprache angesehen werden kann. Für sehr große numerische Berechnungen über mehrere Computer eignet sich Julia aufgrund der gegebenen Unterstützung durch Bibliotheken. Im Allgemeinen erkennen wir dass Julia eine wesentlich geringere Anzahl an Softwarepaketen aufgrund der kleineren Community aufweist. Für Funktionalitäten die noch in keinem vorherig veröffentlichten Julia-Paket untergebracht wurde muss selbst Hand angelegt werden oder auf eine andere Sprache umgestiegen werden. Das Starten eines größeren Entwicklungsprojektes wird aufgrund der Verfügbarkeit in Visual Studio Code stattfinden müssen, da restlichen Entwicklungsumgebung an denen aktuell entwickelt wird Notebooks sind. Notebooks eignen sich sehr gut für die spontane Darstellung und für ein \enquote{Proof of Concept} von Ideen. Die allgemeine Entwicklung wird durch recht hohe Kompilierzeiten beeinflusst. Der Entwicklungsstart verzögert sich mit zunehmender Größe an Abhängigkeiten, da diese im Vorhinein erst kompiliert werden müssen. Die Suchen von Fehlern im Debug-Prozess kann situationsbedingt einen hohen zeitlichen Anspruch in Kauf nehmen. Die Auswahl an Softwarepaketen decken die betrachteten Anwendungsfälle der fraktalen Geometrie (Fraktale Kurven, Mandelbrot-Menge, Julia-Menge und 3-dimensionale Fraktale) ab. Julia als Skriptsprache liefert Schnittstellen die viele technische Details abstrahieren und Programmierer sich während des Arbeitsprozesses auf die wesentliche Entwicklung fokussieren können. Julia wird seines Versprechen ein Werkzeug für numerisches Berechnen zur Erstellung von Visualisierungen im Bereich der fraktalen Geometrie gerecht. + +\section{Einschränkungen} + +Aufgrund der eingeschränkten Zeit, die zur Erstellung dieses Artikels verfügbar ist konnte nur ein Performanz Test für die 3 Programmiersprachen Julia, Python und Java durchgeführt werden. Die Aufnahme weiterer Programmiersprachen wie die restlichen im Artikel aufgezählten Sprachen R, MATLAB und C liefert ein ausführlicheres Bild bezüglich der Vergleichbarkeit der Programmiersprachen untereinander. Die Messungen der Performanz-Test wurden auf einem fest gewählten Computer durchgeführt. Eine Durchführung auf einem weiteren Computer liefert eine zweite Menge an Messwerten die Aussagen über die Vergleichbarkeit der Messergebnisse bezüglich der verwendeten Hardware liefert. +Für die Performanz der jeweiligen Sprachen erhalten wir ein zeitliches Abbild, da neuere Versionen die Performanz optimalerweise anheben oder verschlechtern können. +Die Untersuchung der ausgewählten Entwicklungsumgebungen für Julia liefert auch ein temporäres Bild, da jederzeit die Entwicklung an einer Entwicklungsumgebung wieder neu gestartet werden kann oder andererseits auch zum Stillstand kommen kann. Unter anderem liefert die Auswahl der Entwicklungsumgebungen nur eine eingeschränkte Sicht auf die Realität. Die untersuchte Auswahl wurde aufgrund der Popularität der Entwicklungsumgebung getroffen, die wir keiner genauen Messung unterzogen haben. Entwicklern steht auch jederzeit die Möglichkeit offen, eine hier nicht aufgezählte Entwicklungsumgebung zu wählen. +Die Einschränkungen bezüglich einer getroffenen Auswahl ist auf die ausgewählten Softwarepakete übertragbar. Es existieren Pakete innerhalb des Julia-Paketverzeichnisses, die nicht untersucht wurden, aber auch Möglichkeiten zur Visualisierung von Fraktalen liefern. + + \section{Ausblick} @@ -143,6 +272,9 @@ Wir betrachten folgende Auswahl an klassischen Fraktalen, nach \autocite{walterF \acro{PyPi}{Python Package Index} \acro{PYPL}{PopularitY of Programming Language} \acro{CRAN}{Comprehensive R Archive Network} +\acro{IDE}{Integrated Devolopment Environment} +\acro{CPU}{Central Processing Unit} +\acro{GPU}{Grapics Processing Unit} \end{acronym} % Literaturverzeichnis