From c3b83b8354fb3a34d9dc3731ecd984d5106b5f2f Mon Sep 17 00:00:00 2001 From: Markus Heck Date: Thu, 8 Sep 2022 03:04:19 +0200 Subject: [PATCH] Tutorial for Generalized Hough Ballard and Guil Transform --- .../generalized_hough_ballard_guil.markdown | 177 ++++++++++++++++++ .../images/generalized_hough_image.jpg | Bin 0 -> 80497 bytes ...eralized_hough_less_perfect_result_img.jpg | Bin 0 -> 36256 bytes .../images/generalized_hough_mini_image.jpg | Bin 0 -> 39664 bytes .../generalized_hough_mini_template.jpg | Bin 0 -> 31486 bytes .../images/generalized_hough_result_img.jpg | Bin 0 -> 21864 bytes .../images/generalized_hough_template.jpg | Bin 0 -> 42838 bytes .../table_of_content_objdetect.markdown | 10 + doc/tutorials/objdetect/traincascade.markdown | 2 + .../generalizedHoughTransform.cpp | 100 ++++++++++ 10 files changed, 289 insertions(+) create mode 100644 doc/tutorials/objdetect/generalized_hough_ballard_guil/generalized_hough_ballard_guil.markdown create mode 100644 doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_image.jpg create mode 100644 doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_less_perfect_result_img.jpg create mode 100644 doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_mini_image.jpg create mode 100644 doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_mini_template.jpg create mode 100644 doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_result_img.jpg create mode 100644 doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_template.jpg create mode 100644 samples/cpp/tutorial_code/objectDetection/generalizedHoughTransform.cpp diff --git a/doc/tutorials/objdetect/generalized_hough_ballard_guil/generalized_hough_ballard_guil.markdown b/doc/tutorials/objdetect/generalized_hough_ballard_guil/generalized_hough_ballard_guil.markdown new file mode 100644 index 0000000000..6507e0f4a1 --- /dev/null +++ b/doc/tutorials/objdetect/generalized_hough_ballard_guil/generalized_hough_ballard_guil.markdown @@ -0,0 +1,177 @@ +Object detection with Generalized Ballard and Guil Hough Transform {#tutorial_generalized_hough_ballard_guil} +================================================================== + +@tableofcontents + +@prev_tutorial{tutorial_traincascade} + +Goal +---- + +In this tutorial you will lern how to: + +- Use @ref cv::GeneralizedHoughBallard and @ref cv::GeneralizedHoughGuil to detect an object + +Example +------- + +### What does this program do? + +1. Load the image and template + +![image](images/generalized_hough_mini_image.jpg) +![template](images/generalized_hough_mini_template.jpg) + +2. Instantiate @ref cv::GeneralizedHoughBallard with the help of `createGeneralizedHoughBallard()` +3. Instantiate @ref cv::GeneralizedHoughGuil with the help of `createGeneralizedHoughGuil()` +4. Set the required parameters for both GeneralizedHough variants +5. Detect and show found results + +Note: + +- Both variants can't be instantiated directly. Using the create methods is required. +- Guil Hough is very slow. Calculating the results for the "mini" files used in this tutorial + takes only a few seconds. With image and template in a higher resolution, as shown below, + my notebook requires about 5 minutes to calculate a result. + +![image](images/generalized_hough_image.jpg) +![template](images/generalized_hough_template.jpg) + +### Code + +The complete code for this tutorial is shown below. +@include generalizedHoughTransform.cpp + +Explanation +----------- + +### Load image, template and setup variables + +```c++ +// load source images +Mat image = imread("images/generalized_hough_mini_image.jpg"); +Mat imgTemplate = imread("images/generalized_hough_mini_template.jpg"); + +// create grayscale image and template +Mat templ = Mat(imgTemplate.rows, imgTemplate.cols, CV_8UC1); +Mat grayImage; +cvtColor(imgTemplate, templ, COLOR_RGB2GRAY); +cvtColor(image, grayImage, COLOR_RGB2GRAY); + +// create variable for location, scale and rotation of detected templates +vector positionBallard, positionGuil; + +// template width and height +int w = templ.cols; +int h = templ.rows; +``` + +The position vectors will contain the matches the detectors will find. +Every entry contains four floating point values: +position vector + +- *[0]*: x coordinate of center point +- *[1]*: y coordinate of center point +- *[2]*: scale of detected object compared to template +- *[3]*: rotation of detected object in degree in relation to template + +An example could look as follows: `[200, 100, 0.9, 120]` + +### Setup parameters + +```c++ +// create ballard and set options +Ptr ballard = createGeneralizedHoughBallard(); +ballard->setMinDist(10); +ballard->setLevels(360); +ballard->setDp(2); +ballard->setMaxBufferSize(1000); +ballard->setVotesThreshold(40); + +ballard->setCannyLowThresh(30); +ballard->setCannyHighThresh(110); +ballard->setTemplate(templ); + + +// create guil and set options +Ptr guil = createGeneralizedHoughGuil(); +guil->setMinDist(10); +guil->setLevels(360); +guil->setDp(3); +guil->setMaxBufferSize(1000); + +guil->setMinAngle(0); +guil->setMaxAngle(360); +guil->setAngleStep(1); +guil->setAngleThresh(1500); + +guil->setMinScale(0.5); +guil->setMaxScale(2.0); +guil->setScaleStep(0.05); +guil->setScaleThresh(50); + +guil->setPosThresh(10); + +guil->setCannyLowThresh(30); +guil->setCannyHighThresh(110); + +guil->setTemplate(templ); +``` + +Finding the optimal values can end up in trial and error and depends on many factors, such as the image resolution. + +### Run detection + +```c++ +// execute ballard detection + ballard->detect(grayImage, positionBallard); +// execute guil detection + guil->detect(grayImage, positionGuil); +``` + +As mentioned above, this step will take some time, especially with larger images and when using Guil. + +### Draw results and show image + +```c++ +// draw ballard +for (vector::iterator iter = positionBallard.begin(); iter != positionBallard.end(); ++iter) { +RotatedRect rRect = RotatedRect(Point2f((*iter)[0], (*iter)[1]), +Size2f(w * (*iter)[2], h * (*iter)[2]), +(*iter)[3]); +Point2f vertices[4]; +rRect.points(vertices); +for (int i = 0; i < 4; i++) +line(image, vertices[i], vertices[(i + 1) % 4], Scalar(255, 0, 0), 6); +} + +// draw guil +for (vector::iterator iter = positionGuil.begin(); iter != positionGuil.end(); ++iter) { +RotatedRect rRect = RotatedRect(Point2f((*iter)[0], (*iter)[1]), +Size2f(w * (*iter)[2], h * (*iter)[2]), +(*iter)[3]); +Point2f vertices[4]; +rRect.points(vertices); +for (int i = 0; i < 4; i++) +line(image, vertices[i], vertices[(i + 1) % 4], Scalar(0, 255, 0), 2); +} + +imshow("result_img", image); +waitKey(); +return EXIT_SUCCESS; +``` + +Result +------ + +![result image](images/generalized_hough_result_img.jpg) + +The blue rectangle shows the result of @ref cv::GeneralizedHoughBallard and the green rectangles the results of @ref +cv::GeneralizedHoughGuil. + +Getting perfect results like in this example is unlikely if the parameters are not perfectly adapted to the sample. +An example with less perfect parameters is shown below. +For the Ballard variant, only the center of the result is marked as a black dot on this image. The rectangle would be +the same as on the previous image. + +![less perfect result](images/generalized_hough_less_perfect_result_img.jpg) diff --git a/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_image.jpg b/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_image.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06f53823b2bbde793308cc03fd8dc406225b3061 GIT binary patch literal 80497 zcmZs?1B_)&*S~$*wr$(C&FN{|w(Xv_ZQIkfZQHgn)BnET=YI1(`SMj#Sy!#BTJ@`{ zvy;l+b-q@=b^(ae;!@%OpzlHpL<<0X?OF7Sxm%b508&!a07w7;00Te(0{$OL_--M7 zGyJ#B_^!x6AON6m3;tcPfx!NU%f1=sU#|OR%70^kznST~FWk3n{jSX4jQVYdzbgvx zfAaj3%OVW)fAXwlFLga6q|1vW)0Dw{Oe;R-aA^vAx|Lh4+(SP;*m%rTrkpE)PqJQ_|dt9)8{kY#T z;Qti^`Ckn6Ukv?U4ErztGwwfy$^`%r6h;7yezWm+{qJ7_GdCM6HxtMIuaAb2iJOrT z0Qmpf_wU62$mvk)9-aI`rd?ptfZ*2BJhndn~knLKJEE| z?9asrq@@Z{J1}Ldrr90|q4y)4pR^l23_S@(Ake}F-Kq4X?xXU06&SA{i>^%xW< zBCk&!)v0B5KHh&T$+s>B_X^b3F2eL{!P*5ziGzFMBxyI9Q-3HiSR%0ANG-H&!)4Z6 zg6#D-z8hMK6DECGAA2aPS(`O?JXteFmUuF$Q+0*#%;?L#xP%B}>*97cM6|Ox6TRFj_7*4!m^Y&^;vR4Yiu_ru{M9R+`~CS`5maWKFJ|o^N^#)`3`JsSKrI z_Q%=vEOnligL6nfyc27_7CqE03Be9u82EHac^$*A>!Xm07@LFdb90;wmX?*SV`Js> z96`Y^dLXPG)-3%>mW@T`7-VBBSB_iJXNr&*UxxDieL&h^_y zBd0U=a<#Z7$}>MIwwdMu+hob=B`klKvZw0=uID@z;L@+gX9V! z){<$=uEX~ivx1NpgAAfd_d!Gs76PCr1{+QmIylKi&nW!&Di9FavamqK!b6LIPNvGCWm@EB$a+ur_I{}+wzRe_Cx`EwS_Xbv)T*lFJ8(!#?QqyH+WVIAu z`zMV9ZI6w&zdCNg49FcS1VL+YiK!>cb91Fl9mEYFa4}b}(gRqr5TSW}`(4(W9_N?^ zH1k<-_t4n(EZ*GOnq`wI!nS=hk6qmo3UBHA96Y!3i)c866EB=Y9nh_&DEy+54nQ@x z!;86;^4>E`%IWOo552L7?i@PP6o2Hlt)7fHs}OxnPN1p~bPD>L3hcnaQ^<`ws;0sU z!&N|5q-YCqVy1H%+|;=^P6iYL1W;unifx?a5J(p9wQOv7vM;yx02BIgmsT}+PYoqz z=^&1q>fKeFDj_yI>@wtu`iU-0G!X~lpeCZ7O@b}(e>RWqi2lxoM++vpnjFi&;=vz- zIl^0(c^N*_W`Q$Ab=J}MAT-B`H5E*~6Rg)TGtr_NUt>ntt6M!0OFX_*8&(A)=wxK7 z9yU-_siosmpJzj<)E|ZXAU#xm89oS+k!9tSsB9CHWj%=|x=C7>&r5kG3Pmv|)Y3LM z=)FSCBRkDb(UTX+Yy48Rce|dGiuW+?dHq3d7&|M_T6+g`8-K`a zUwOO`$~tMX&gbhFYz1*)D!^ceA|F+73Z?+(z4%K*9j)KA8mpg;`4{oLJ`QGKa?Lyj z+gQ`u7Z8OI_OixD=yuM_ht1_K+ig`ZaRffH7Iwakm%@pA>N7m!dXu@AjSW0|oG$d1 z>{zJa+f03%{U#goO`=XAhs*ZZ-5Sv8=$)X=ds2N~YUsIoj>t!0pEI5U1bqXE4{^;A z;`)mB>Tlv#mQO3dGN|@Udi^;UxeS%4+@@t(fHEP}O$35DZ1A}&wHCbuGu1v91FjLw zqYT`+ZxWGG*1@A{i>4ml)2HWJ3ODg+@>g7tV#Dbi`8yHeVOlpR1}XX5Rs@7QyYdUK zd2_f7Q9VJ$YBQYRI0hqu#vc^U#KTe}1~Xt4CNlSDW#G?}iSi0e4@NWMiyNPIdbtMR z1OJUV5v@POO#|bv#0TPc#qOc3(EdiQn+`|J(Uj{cDJrpBZ^tTz42&VU$-w0y*|ZoJ zypNPfuF-UmJP8R+6^{8o+@n1@q!VUZ5P}Qu_jzXtj(>&PtbO7!zoG2C>}R;n9n-9N z{1ybWAosDNAMyd`wVBBu4i|gIYR=Dnu-S3GD5j(Wt+Nlrx$$Q;f;k8`An{I^dz4QQ z>=iDy=99xlQM~v;Qo~D?62pA*;>T04OO+*VZ{RHELk6hGR1SY=B`(ZC@Z-4o@eYRu z4I4EAKJxt-M&BOFh90_%byD35rb}G zik8|$q*vR#m5_JJZDB6f)AGa)+^)?sR$Xz1w@2QzjzkF_otV{iN^MZD){B!l$%E4z zeIRfq;uHJ(QF6E#A!66nWW-M^q?G1PnWX33c5l9Ye1Ql6@q_*IY0&TL#C1dvWN!UGujPIP*xURN zVH^ff>hjSQS}tsuo%1aR(EWKn)yP*oo-s03ukz@CX3RgSjh>bGnyC%)n&k z#=|o_^a3$5jrRHGSG5|5timV6prg2K-AhB$t{~ZcEA)z1GGH~2MHTJUTpGCWm8$9D zOX@V!`%PSYp4J2RD<&=vvoAQ9+|><0zRdE&Cmb1cyXN zpn|@{R0_il_+jKQFP~_-N_>5{S}PknA8HO|c!;sGu52i*@|~%Ou$hsWpx2Cj=@E`f zLxH7jD1`JgLVTT0zuXT`5n04>oLzWT(=N8%k&fO3EK0Cl0a(qIc9#KOO%;>V$$X~x zQNK;&-bceQhL8&In2qLM@ORc^UnA^M+z|q`W}c$Xj9!hl&EE`DcwAqSGtGtCIMVr7 zQFmv57lWz_&D{{8#I^kIa?C>v(eFHp`IzB9;vkC{y?r+v)cOMO+Doj?@+*f;28=Ot zK?3Lj<3Ntu4`mDwZT$sAE{JW&NzZy68h!kEir#U}0fH$M`=eV*;W#CwNkkL0v${{b_lT;KN0Utwd;m`Seg|hBy;ZR#7jqusRTuZD36o zEs=k$c$BN?&6h-S)L*A4#x3wdx~~)MEIkCO(m@}iew<1>$|43Kk%GDyo6(9K=X*-p z)O!GQ+X%flBWzxbRr{4Og{&;1yW;z|9jF6^Y(2JxH-CfIa&Wr$Op%d6Yyr>fM(Tv* zEY`LS_^ztr9Gm0OsALPss`Y-}?p*KuwN*E_98Ox=?HoyDE{5;z={-otolCFEH2%eY z_c8H+342#R_h+k@v27ViOhYF%U?pyIm`nhiP^YUGEX9PWr}Uud60RVZ@o>Z}x0DpY zezw*E-OnJ+t8_LZQUX4DkZF-T9hkDJnp6SSLMen{36ciIIr!FpBM{J(me2M@mXE@m z+$46S&!)_g1Wvl{)NkR@X!%@M71{Pex#EHzW2(UyTtV__y`K*K6UaLzLUSd56K62^ z7_*xrfd$qJA!kOycjz$l9{Lw^AxSF|pXZ}k>Zf6$7HI!WM|paQElHy7NDycXKDh~9 z4GYWQq%H;x4at7~puEzBq*t-lura;F@G}12;E?h|4HAby$1@LFy_I`E|7z|C^$j0X6%sq^;B-3eX|BO3f8f@+{1N){UbNzk(|P^{L3YudH#4HcX{ ziXdlx_?$Nv=Qo9$6t3L?oy1gjJ+~Mr&J?1en`1O>L5KUMfGb}cT(C52DOIYTc_Q@@ zy&^33U>?T3$eNqEC|oQ!FbAHG0j3>h@h5ZztwQVdqiL%cuXvT61QgLG1FeCd73nVE zOP10`%1CY@w)#09D@3J8V@H`%Ltqw- zeqo56)jd4si7!>l?^UG;M+(J8BJ~{|x-N#~^vnTdwj!wT*~)CBaLi5oo2x;sBbpV^ z=Idf67809|bvdTw&4w zN~wqDPn-6C%Uuhcf*r^gq);XV`NS%@tX2Cv|U(U`&0q3T zJ`C2!b-R`X5)N_!hf@rK(&>>|H@%i`F-2)-VY%_fPJb!2V+j7_gLx7>7aX8tKr(tO z=%qAaSg?=)zvD}b! zEZ2xQ15=R_bYY1*{d~4LIhCQGHuG)#KF*)4mVFHL#ck3hlk;m^l}`tE+yTcmC07tn zQgiF(dY5Xy5l4dmWNnPn+*odG;$ptzb;S>|NOY^HMbLLOoNw18e6i*md2yQkIl7*V zllvJk`UEmplGL&=wPs`NLq9Y*We>FliampE^f@<#FLtX^ks+G|s}Ed6v)nJ{kF~Z^ zSy+w#v&c(F=e^>YjbEc$D+C17eFrs^VVYdNzAWJ;ioV^q<=NxL0|uh;=ng--?f^6Q zXkkMW3w-1~`X~sm)mvC*YFG*d-u~$JXccPU>Mrq+jQVZl=ZO#{Vta!TB3&VW5bd9WLNd3LbY<(s!+IDcUw2Z&dua0gDC#o zCiQheJA5fPn{T5ZwPpAQgCfU_8?H%VO==`rCa`|;{%!~^X{7hfIu{e5{)NE%I%f#W zliY+FbFVIV6L#w|Ff0Wk=onEnrtD2v5IqS0ba(=L$LajDbnfCT28GjHZ3zxh1Bmr% z?ZxVuZ*bQ#%gL6s8+}0;Ee|3GhJ%f(qGp(G4bD;o2hWc*%K5KiJDT17mNxSsaZdnQ zsxKrJg_{1sv&*a%Y7|=#pZ`Um^`?H+j%XH-Lxj5ls2qHS!SZl?K?JG-UIP*$)clqM zWwpm44^0`5%?xZGeahDC{C-rw8ol@Gq-_oifm=?vngDTMVx(G#ZCvqqF7%#$vGmly z7TSZ@$e=Q;7R@K9&zziRb3M!&1XbUCxAWPWiGaf|_yYu8n|$d(;{C7aK^=y0GuDkE z;@!Lsm8KC9XPwEWwD1rT&Bk`~c3*lf;xCrNFM4EoO>ct1L0O3xB``ApwS^Ko=MJ6y zA1W|Wa!8ELp3dRd+i0}E-e56ih5I|D!p!<>Pqf%fmIE4P8Qz%Ane<=Ig*qN{$$F=F zMk8W$xiu>JnKW#npVnTMQCcLXQTq5qer?5s5lmBPGb`(lvhg;WoGvm zu8ZcP$D$XXl6IB_H^` zW9ZXi#vUqZUChGAqASNrBq!9=uSAzBP14u45zD{WuiWwqZ6Q(Mlb<1Nw8GR*N13pG zcI+Rt*(U)e4wuSuMbvR4t9xq?>d;EnWD35k|dAp9XNnWO?^Zxs;1>|;rj7@(f$70Zz2kbwHRXH($9Y6J-k>+i&*{O0s$fP#7NpBNJ|}2 z`Rl405TqZ{qxEb2fg33(;y7|y<&Qfy^5;19_3yjrlj$@oVjwnbR^@y_!-9f8gTW<= zW(S=`aZ@@;L8_M={eP_wm`pIP7JC_8c_8PNu>4igZ{!iKew4@kZnLux2l8S))R5OX&6=6q4aNkF2~k|wR;)11nc zhNgSaNo19KX#>8zj8Tcz3oM|p$U?KQ{SHel@TLKcSX6SylbytILtp$Zb)#%WsHpgGp}`}vXLCjCm?4e}bwAk>hMc_1kCW@};Tp$I z+0gFlStx!A1JndLBDQvKOyq3kdLEr`($~pk zdi7oDu5S0Fz02ILM_!B5xeq*2jQwJ)JNu6mhGcYD?;8bHJ%f)gQ^y?3lzKD?npd^T=ziJM$;^4Lh)(Kz7F5 zTquAzqMz+QWozDtyKd0^H5_BJ%u{&Dj&Mb(gyWq3^^DZaQ#@dHrzWrLs^4zS3+Km1 zwdCW^OBDf%S;yRPtY4=C#&3m*x`mdtHz!@;#hwdTA0ZkiO>zY%B0I!DvX!i5x;IIa z=ub)9$-~%FNBm8*n%+JKMYV#id&v_)9@qzKMUzflMyyVGv~R<5tY-U9v$<)sH`Mi^j&YN5q7`@yp?E*wb^lqqF^>;^!KiA$)BY-m; z?`)65%`g#*18K#xDY`ybaqL?lojp-~R|?@x)cGc4y&kf_-V?%%F&T4KztEg4wF!Fi zYoC^Z!5<1Dw@qqPOu|o%4hw(u!Opbnaqfi>7EqaV_?-0Y4yl&820}7E3AekMtK(D% z{cLk6nYfBF_Lw}|m|wrMo&$x%h&B!NpwNT3Y{1uHd3v59`6To%inPEDN_(H9$4%4N z7dA>CnAd#3EZ4&N0WEdo@1c|~!I4D=;olT_Jx`hoZ@Mlaag8#q;+MQi6a%iSc)*r@ z`DhwjXlqSU#;tJLu!Z;0qcQ`q7OP~vFr`tHZBo)&bi3o20OM2qyo2kAcp=9J;|Ap1 zFMhnIu>DbV2O^{Tg9^;f{6w`Qz++l4y&sGv@!_od5&E|fC`5FL54p*d{LroxYth0M zW7$n&zW4E`aG|ybQ(uzV@2Vs_We13e2cKM;5CCIG;D&ISX5VE(z#TW1v}+d&=HEe8 z-*ReU=c*B@1|Ow}%ruo>m0WQ0Pr!aE*EmI1Cm+kwi)gNm?zI(5sxRjU+jB*^{uk;H z@iJnPgh^5(@^;*n!YSAB$OS>tWiC{&M44JrDKqBT_hhh8pa!1BQqg~B;)87r4*hqT z18ft_GW!L>WybHcxq9O91FdExms?aNu1H0=D!O6rp#sH96ZTGk|;i6JaPQWSIDrhk^AgAu;a( z?0Qht2-#r$k8s89-1+RtFTyZ8N9!Bm5dcQdHn5aVwmO$NUvL>3EiBLNSpvpF;1)zFejB;({v2yK-?YHbU9T`7^jZf~>JuBK-sd z;EQP^K2FgB(z>0r6A{wxLF0o==v_1x{+)@|G zek3nSW?n?bnE~HP2+Uh=cvz+XrS;&5x2!%blg}3${>fXrko`K6h6#zy(=BYlSdk<~ z{DT9ePB&4g9C1(mw*C#MX!Hj$fg5-FND{+}Czmbr6re1}wk9R6s;N^u*C-oVi{d$Y zE0>&v_VYH~=4$#BuQ#v9m$7`x)6v3Qp0Fo%h(qu0;?PY3x9@J-9v#(53WY9#jWDdA zOF6KJC;Pv5?eT>(i>YoD{m{e4)xb(7>W?t# z&)1#$(>x!jYn86Wt-muiZ!{6?Iyg2lc;a*)q~+-a`isF-aO-1K0|ev_m27U0He>`% zDlA^^XBRUf(aKfBeZXpMGL4$eP07+PaDPO<($B*1&Md8JAnGy@p`Qa_#eNx$+Gu=hKU}p!&ow#wI1c_;kk&ea>bb^t zTS~BK!OOsHt58!L&KobVhp$5enAs@tiqz?$Q(ZI(3GU4ttNf}cy$#e?e0QCTBv@{j z;=gFFF_g#=6BR;)#?E&d{}{fQ?EAX6{9I$_)Iq)B%eb=@OK|`=KBR|#r8D@NB~cy9 zrF1FZQO%0)w@U9B4OnhPy^L(Wf$xSuDyrH|uoUg&WJ z!^ROjQ3;OL+D6+O3H0mMh*t`(=}dB2(nun&Htx#I-TvLJPIuIzK0=c(MFba0c#cc7 z@Ttma&5#$FwwYu8E$`{3WLl98X;*x)${o`42?ue69}v}JRbOEY9g2P8!V+Js*V{-h z_sd4lY{1l$olq7bM3%5;UOXXS@CP$L{>f^1r`+P&i=vkSOjD_B>b~%_2=hx5CQ8{o zTmrnDUI|e1cuypvTvO z4Wdljb0kIOv(eU_sZU_Y<^f)^{#sj3z`lQerqEZMMqcwznXW(2iTXEO6R3ToQK6rWwe|nS3~bv1SHiMWBvJzk}h!1h*DLO&A#H)gNGrQjfXP_~C5dh5;4FxeMP0x@a2%9!qWzH)AS))|q7O(L>p=EGho{4% ztz9LInhX_b3rZK0zqC^vT zX}w7@9})P3(t%J`%|jD9>jc0l%N?FsKvIcJ60sayY1OH!ut0lKY;sjwY>hcF+jdMk z+}b>>;FHeL998m2gn#9rdK&g4u9)a5{Cu~~L8t=umDoF*tu#W5Wfe2KOJ4!5xoC$m zuT6%iMz1G%x@K$$(5U-b;l!z-_uGq-UkW$sIbWwc6)+17Qa$t0G5V#|Gb;;#2m+lR zKz$Ac*MQQXa**>HBnKCHlqOtemt2qwdl4*p>c&`hj7aQcAr6}w^YGr=H~;Hoqs!%J zu#IM4ds%a5E*WI>PP&{D5SizNNJEJKXV5Dx4q@XwLrxCD;q)y|MqMd9ow_QnX7)c?dOKoV-uG@>$XJT}{&JlBSBt1;Z z4t&UzB0xKsV&0*%F{m|%?+I}QlCPydv*G87nw^iew!)3ipv3i`kRUw`cCn*}%QkNf zCf$b!UO{BM<9+r{``W7uw87t9Ubw8GG+Ve=erdoo+t%wy;<2pEoEvw;Jty{m-Wr$f zefEA>)ABkRVhYewN~nRWm8(z8G^dfrOXrY>S{u~t-HU6)oalPVDONSs1O5S>t zaq-Sy(-Qbz1h=kXS$PLc&Jt@$yclk}jEOIP@8>&=?m9tx1#+ON!xeVJ!j#0Qk)6f3i^+Fxbi&Wa+MH7SJpK-{pZ!VO z>uA@N-myUbYqB%;H#8-W*s|}vmX9862Z8L*YCm?=ZNL5zK2R-G8Ov2pP zVAn>TubheGbO+4gN5|*SQhtwzd8=zle;@2Cn>j#hDfNcZ`*RwlwLPRDP~nUv`YUOv z4N)=y9|{3yGTL-T?uGd{RXZ71Qs3xd=Oo;*3d(S#{Dn;K*12L5cwzLsZ>I!nE~Z&I zpRe4@mx>N$23O$IOFYp`@XW_HSwBr5c=c4ND^M7NwwRL_ObK>&2ryNi@eH;NQO9&p zE>&OBwBHgTuF?yxZ}^C9E%M;H%_iwFwlXQ9P5)C%Sm?H76)s8{oJQ2h;p#Gx_8k9Y z5+ZG*NvMho`wjp4g+?7#8~Vaxz(KU%sX>z*6-v$MR`Qn&T zOl}QQj`S8ND^(`0G^!6Ad;XZ?b54?b9MNwfnl2R@0j_BzHf8|zf$0 zdMZx&FX|Un56EkiLw#;VI(d$vr)fVob`j^|+B##idP_!Is2JUTHbUG-*E|4O{IGl+ z!`+jOP&y$W3*oynImq4=TQ`}U^-uN4-!Hz{O zF{wruJIX7*$kbom{U!NswOOG3B7T@1YgsF111F;fRjFDX6 z->CODD0IthPHEuxQ!gYRmMGPC;1&-IrGR~F>z2bl9RjM?;6!W$A#R&^;?~|z9n|Q! zl735YS7K=8#(#h$27TqL^;_L$#!WoIUr)=MBTWk{N_Ls&Efa+g>fG+Mh8AA4KG=@F zRFk@Pz58cv+1(*Pc%povhG20@IovV-z&h(1qD+M&i<({H^QOE&5uWKhC|)aSSqT^T zeBrAcF$DlWRg9Twit;OO4#DJ<(QT3SW>0Y}o3qT~H}2@hedM3R?Q0=-OX!V9$svu0 zmkw4g6)MjLU*wa}Ar;RUs|e@_#TtqxyUs{JbH*Qv5z^>fCFnBKP!oOJj4$2&rBv?} z13y(>)-SsF5Nh&0#YZV#=+d8?=bWh49C#bZn+#z*P(eEzK!ys>J!cU#fe%jB7Vw72q7Ud09MeSuQ9;;Re(ZvROHJv7? zqwWShO^i7@Ok11!%Hsk+2w-&3Wf;Vpp5X@VEtha=4XOHt9Vj$4T*}~9R2oSks%wz! zVQtZNN*t|HQDj}0XD4K~_L8}rEz`mG`1-G zl}6_YaK^MU3$%c>KED3(T+a>N>h7{5B39k`vUFj=xaW%Cu>#T^WT|TPY+#8bJ8DEK zeAw=g4J6}Gb*Na(-uf}iP2;a1#N3CTanw8RuJ$asUCkp%7jO4^t+--^*(# zyJu^w_l!^~bT959@PeS@s-O;!8By!=6OFYUpHD`}#GR7KH|bBt4h6r}#cWR=(6VGU z4Yjw^p9l-Gz!{Sbc=8-7fBE}>4Ro^)UF|Mp=s!(ijP-G%XlmgOkL6ZSG%D%ihu5KT zsmZ(Wc?A!zP7B~TTOUShUdd62-ULDGEP8??2ejGwdsoh3k_5Jdklb(?07kh&yEajY zj2vw;VfQVAj|O5j(9cF&85V-A=6gCOZ$6w$$M)D~P?{y>E7i>G1s zlV7S>AQ)k1h`_`us{NKc*VBg662ZpG^gam_Hc25o zI!_~s7}E!)eP5DKG{-hP<|+1wE})iN(mE1vh>&V4mdKC9bxQ^f`c_hDZ8*KwRSM$h z!+zq*S1K=;y9S<-h=yN?ksf~MT{{)oj5>-mJ^!uMStv}S9;7vYmV~%d-?*#uOQ1*6 zcz|dp*FdcgCo5Vo`77S|elsr#WUBm}F{Jukiy9y018~e)()rJTtDb&f= zUnl0mZ20Mr_U=c8arvqnv-3IG)5avXilbd=1erx#%t*@7!Dq9RX6xaFH$jYcUw~iX zu*~I&n|rGz-ZuY8_V8Wzp*RIUdft`N^#cOOvS5?T^N8t27)7AC$lBB6V}=-29H9MU zpGTWqa1%imrIIv!h%6sxX3n)e;DFaINLo$wMF*h=?k=u zL%rz~8n&yx`^6&VY0uyl9H?AK44M)YF%bkR+u`mm(45Sz_qJ9OV_(8&C7ydqzLdjO z<*AM!JUuppaYoL$89vB;8t-76Nn$;Z#zOgG2V&J)Oy@=(ml!6Po(*RHZFcI-jYO?w z0U>3l)MI~p-z5Aj%O4CwbOQKNw=)8Phrx+-DZrWv#An45*YL%MiJ`R$>2LSd{{B?4 z(21U8+Zd4aED!x~B;)9>wH%?ACNCqi^>`E9$$3DABurG&1?6tMO8sd$U`^y$keaD* zyXWWVky%<>DgenZ5?RHIAGE$pt^pDse*oS= zK6vp^54nYemNUM|`ZI;i@X7HT1y{Do1;>&Ps;#Ng=_#J0P7#GkE@2t=bRK{Qnb3ly z%*WJoNVtlMGd?_%^W2Xftys;2ZS+8eY)u?RwtmYN2+z5Q%~Sx3=As6f3p3Y36Ldx- zQTM?8Q_hFsqiYv$>D`iT1x`3sn>;)1zV`Qx3C_2jPoUgGJ{EYoK4u$esP6P1>tIqp zXDSoV2u)2F!ft+9I*OJqZ#(%Y7WZ#yE1j|n(B(VpVm{;k=H}6*MnnL?d^%?mvj>JH9ENRbFa9QHCS_?r!DE4}Vg_H6EHC7sl zPlScgOKpj_pq57F$#Yp5Wv~DG!761*9Hn()e7Md(P$NR32>Wg=AC=S96sb>eNGpkp zvdQW=MkDJj<=_a0d5&~n0hU0a#fN!2E^c~^I$$uC8*E9_lYJr7#e~^iXs0S%g(MYg zpFqML_g{MgPGdi2ctQrrN)5L$C>pY|A7 zJohT|SD;ZvCI90LtlN>x@aY#^Lqy6cOZGKudXmeYziIt7zPpKVW@SW&v^Sla9*aH*Mf4m%PZ(@!qbY8T;V+`eNdV#tynZZ>K%LdBxyOf;|6Ts zAwG;dk?HGGRgFwgicTF8R~KcJm9g$%ThAxMN#u&sZOYoD*S!V44O`LEJOGk3D|@O( z1`3tO{NE^rtHJUnN(aJh#G314!&xpc4u;}aFpY=?yWI&gjA-3u-oxKV%T6Y9tk&gT zX;d@QQAxfw2d!`lYT6MT49AjH2Ag;L1vPhXVW%EL`1^qfJy@4Z*oikhh%18q#}Ebj zhE?K{aQU&mH@&l=x{(ba2)wjOF8I@6*Z%6HdMvC{`(yOdonpnzy&BRMbqjfg0JOoK zi72>@Ih0^?f9Gi6(CQORX_Q+=4Y-eAu=!z&9Mf|f&4Ai$vpvp9V+mgo-9fU|Mlk82 z6)@AdS#BFDG4k6mQb^v`&9SAW3Mm@nvCrifYn(1d8ZoqVsveEVPZZ;`VQBy|6my|Q zz>BP(c8_{@+_?VJ!&WLP@J*`(JK?)^zPy`;&KzwB&>oEc;=wjwWXo?*2g zlv0{BQjV0cVst_ncM-u4vU5P8AAKAnbss(m+brnsW8F>4=_*WJ?M$kT z!7EFZ*-lwNzyk#BhQ#Th^)(lJG)8Z9Z5TA?mv0?X z#rUjz0GPd=&?W%YuCAq5iwCcni9t|&0uO`ZF%q(i)U4?=K8=-Ji}lK=IE@^ z$OPztVqgUl(Ja>-#Ol+;;M7%imiA(_)4a=b?zyWXI_4;|WeTfxl^KTWzQPITU2qm5 zK&GqR>6{TOw-5Oq)FKz9B=<9m678|NhPA7a+%8d#=K4j?td!AS$TN4WUO80s{s@yl zh4ZQz(3PaO+RtRp^FEOoFM0DsJQ}YtJfW-RBEVM2rGvI1VM(OQO`x_d-DYn9+=XS-@I=ag)z|k(vDA)r&wj~6-Wt;)<8Of1o&t}P9`~ix z))h9OhP*)=dxW)Km}q5=?p=Pix=S+Em2K)w!;0W@VNBs7p1WAwM|J*#(A7 zdF;`B{n%sHNwPi6pSmVxq*IU;y7R~i%&}2f^M_g(WZ+>b8I6uxnLgDzbgfM}P^UC@ z9*FAmD2U6l1Va8-=1u>6nSrV7vO_^qWWd`!(9FZG!99v0Cmxp0g&&Lo%QWE(0Tee8 zMv`U{WKLtPnDsl*18?}u{38K>eM_QYE-#mB=q>%4QTybHn|Irn-~Pf2Go%y9f*_q> zIfi`v_JYi+3Q)FgQN}pMf#0fb{;=++4^F=|g_cIDB#S}4av0Fdb07H$?#`5YsoWtg zc>ZlwX{}6#7yOBI3JPuaLE}5VN*yy|^m*A7KJxd6{}a9g#P20 zSq>bgDJT4_vn^zvvbmNNxmtrf7LX`vHH)0GGk#`;7@*=M;{w3S@xg*=Mj@8$utR

w&BI}?Jl>%y*v|67&7xl|Z4t$Fm#PBPwpNG|vC!=j4o7?*GfC?+e-nCeqBUiU6 zkb&w#Pl6r=F}iP+D(J(8-j}h260E0R z`27qyKuMpAKWO|I%a;=)bU?G;KOam0HOj}Qf~;Q*7ktq?^u(NtP)ZQj14UU-oO4#n zHbOf%*herrhI8Q;6!=|6{0qU8kt8reMvvsnwliaU$`wJb0z;v@FR17`UGYJ`j8{{R zz}yhA2Z1LOuFksH>5N51VKj~-h)4uhc7nM>Bo8T;oU4+p`ry_h{sea`d;V@}o~c#x zIn@$sPM)`Q$@`uj-KZ@L{m#%^#2`lVK0vmLDSlsrnZX&H@(D8&84EY zRn+Y-SS0vil2cKT0!&1ZGny#YUcxrdap1NcDyVejG2iL$fIKBRdJ{&Z)g(Hcsmc;r zZqqLGUNm*{>$B5W%)hZ__n}COUwFrAxQ|WcQ3OKGNbISUX=5~0^*xE%8R*1Co6X`L zCq4T2!-C3HR^6w$MC+G!**Y#9ZGuj6)}fs z&9F_a;cf`B60E$JVj8wK4cmxj*C)%$)k_wwzS~x7f~&X%>4ycvG$<)6UY-7tcF6U+ z3fe~L;hkz-+CDkz;OpC6hRM0xo;?|0++-(A%erHJSuARaymadDkP%{7yJDE8skvf} zdBH@syBxG>BGplX)y_Xu`GULpY}mcmP4b;vSQ;|py{w*Rd*XZN3O^zoNh$0jTvzW zYr===*hfAkEsSd;I=A+71B+`Vsh$?ON>{FfyhnrU({~wJKbi5TDAUJ^NXn#N25s}z zzR9qS4ps$r`InVg6N^)NWheUB@DBgc#Rfjsn8CJ0O`B>sR9Tgt2=!WSVWGiKRN@Y0 z?4RjQF+>{$9OX?j1e?`G>NZ*Fsg=HB^=~hCHv88;aIa?|1fk6Q=E&nR>QFKQnxg=G z1(;59Y#BH4;4dC9>mdmCPE{O>Dn6aK`f{>=?)U!1C(XN7I&n>A+B(0 zW*2%*^0}lJ!CZ>BU7s5ATUea>4}Iu$K8~usOlBk~S^bfGH5>6re#i87v{TRhRQ9P4%H8pN zbFVgw{=R(qvTD=bH#-*}oH6NaZPoc0*|(~Cor3Zx7HcAM3k$zqDfinQL-&i^7aYzn zku7vqs2-I!skOK-sh>^aYlsig2q!;^S{qWmlW68atXgXM!f1@w?E9Z}aLzYt%$TmW zRum>flwIZZcEf)N27p6)p~qq0C2#g!HGn?;93w{BaRuQW9wwRVdFWFNepR=5=pP4S~sc+iW{a7z>}z%Jjs^aq#P zN1Wt#wkB#Gnd4<1oc0GPaUunIUl0}Kn1@u@FQxbD3WmNqDt}d}QQHe7W=qq5UuWpiE0Hn!=yQiTqdM3AbhIr&k*0SBBSe4vm4d$l10TOgAzuGsz0A9%{5s z{sefv-(v+^0g(e|0acS;irrqZsMw5V)X zh4*+CFEpSWD5phrIFz|pT(D-5(t5pS*LjO%&zW;pTE*Vuy(^*H{cgsL$8p!>Bp5fS zu&fx631aOH@{j-w*I8{Sjs|6M#5BKhz|+`F*o&sgJ`?Yh0-|+o6)|puz*4fna-Xyl zvaynUU3p#!o|}NBSqMa8D-rG^lhY_YW%s}bBDi4xYCxmTb+MRM&r6cyU=6{Q`J2ls zm_j;|vX#KDSh_`AS?+*eT@8^QJ$Rps9_rZwq3I6CAQ;F^Mp>xw&v=tT>)+;W0G2pG&-&3-^!n? zKWsB))M+jN*`}A}JF@#e9zRSLWeh+G8Cb~VvQ&o;u3X3ou!3Bix{r?p0$50SPFCge zo=3>^UJLjvHOBEg$x&OMri9*JOro}%^?|<1*64p}6@RjebpCYuG2b=LAnHi~P6AO? z4jK3d7jFB}b+$zde~a8caSOflWQ}{W9w};>Vd*zv(3cUUzGza7qhY!Hn?!k_n!_f2~&XenCy5e?mr>HY?G4Dr);s;;I5>i~yg zzb@S_1hLiTF8?Q15Jm=(>qM5C^xhjnH7HGJ?t2@O0q8?m)IFe9Yg;TDzIC@z?9CZ{ z5633$@O<*JuY1{t2e(#`2a zd-fiam8A~wPCDQ4D|*}}6q2Ib*a_8pBzPEhCdp%IetwllFOPbh;P|}HJf$kvX)Q*s z2KD&VOiQG7K>YJlIS21N8MGWRj*ZzcXWeSfrDKo?mbDSw7h}xyvE=JOmd_%VtbpV(XV9UKHDUdl^QQ<^LRHT zC6;joqYNPk^yM#a#^$2?ZI+b8F%vjd)ck+1>~Z5Wf8ui9DjV~Y>hIdc^yc0f&^6q< zp>Eq++j@;%NHh7B(l_Bacve}2%gjokz^l$yy3mTX&NNirKB=V~In{>t+ng~-tGU`{ zAMFffQ|_`wNm;LY^^3Hp`{{E->1yXM08&B2H3zw;W%+oyQOk#7HE?dskuSOcz6inD zbz72EGG0ttb&B!CX3u$p2^Ua;EJ1bYmd^2d^M#qUh4Hz`pkPRPp`H2LA6p9i;VvDb zY7D&-xAUSmAa9O#Wv#~gNe7A9{0Lv1QKX(=zf8J;G>>{&`J!-wpC$`+d7m09&U_=Y zjK?-#H1y!UCd+w|DP2D4!E0gs#u;O~_!^~C+u${BYq8q;Ilxv0oTer{3jC_#lHaX|`N#esgjH;nfAI+XGntBTcV*31VsS6wccI_46 z8((NnU8T`hFa8@X0K!L6zs~qpHYn>{LXA*=*k(85%A`X-N-PpSol&jsItVuo!725k z?Yj&~a|Mqaz^KEOb9R9`M!@`etDpMIi`Q6@El6;-JBJDP!_n}%@x}cId@A;<=98n~ zbxNWWz33C{TRmyJK3ef=i%!z7zfq-#<_`7l<>ktg*bF14LuY+0IV_~!U5P|%vb68V zwXnm}c^DB3xlIb&Nm~k%)+Ceq^vmbDk36j9+@$p*tsy8DY1&}lj1N+Oh^c{)Ng_&m zpQ=81hr79M-%B_Uj#-$EW@}sReyyAiqJM(Z)wi4CVI@LSk4@)bLeRD82R|1GIyy#e zI-^!O%Hcj6e$RNPZKAR7n5X}%;^S6Mf~8B1dxTvm$;V-bX0icc1Cig#O^RX8s2hQO zUmwYhN;s9?Dvr+Pv%UHPdi7MW>^|Rikzsdg-|@XO_Cvt#+?d|?!zgdHXzG{Ht0TSK z+EafHg|cl=}d&zFgnL@grUVP#r|4p zH5aerMUXt#Li}a@u)I1YH3N|#}Q0u$@h>`OkQJSU` z=XbX5ZDBJhqb^;bd4`XW-kT7T;-@M}`+!?6jZZVs??XaAvsD!_^qo4f?rSS52jaCm zwU1#R;l=)(u`!X*lW16BhX#fC?fhthpZ43Tqgqp{((_t8aW{??F=uoCTh+{B_KE%0 zGL)CscvC$?%jhZHg>%+|aO0Bo?us+{NTPr6#LRr)i)jh5QVX0G`g&&$IeD58U3Jq(f4#z*oE_Ky^Gi)@ zbUEW!2kh@ty6R@gNeH(69sa9zysAB2=M1@UCI=~vt=;4klTWnYXBDOEZ>3y63HyvaxI2ug4>xU8MKso~3j6DV>{ti-ZTc=Vzcj`ABc7R!R5L$tpDf2nM!2^H z8%5r3$@EJAf@YHb=_g+acZIB44*G^M9KB9c&Tx}{A6E_SmGc}VrOZv@#x+z~3RjQR zzmDKHdD-fXAW5c$s+wK=_9Tq>102cJ9@9WebV`6`2bt>`AQ_?9G{SfO?u=YxL_GSB zd?Ycn{MO(V=C3m~U&w@H7Ec#P>fY{=i~o2EH`&w}0m|Iyfy}#p+lJHyW_Ou(G;qfOz_@u zr0T^W!$72tzFwJiJllx_z9%o6ezm~Q6?~0ljLQ2*>>g6zb|MqO$3L&#!^Xi;(y4h!;V97>7gpiAjA8h-Nq4gr9}?XY z&B5co==a`Cv3gicX7OMp9fq^=D8m1lQJ#o@fk$ zd@;`g?Qxrm<52Rc3KpN{aRi=_0}u>u0Znp%mfC5Pc&X;nYTb(t1+dth>G7ME&bjW?uZD`)+J+5{(Ll-^rTsvQ4*koPTz4>lZ##5 zMjkLu5+y@sxsv>vN_g}>FMQ?GHhpUz;+-tUF&Mzt%_ltwe&J==XJ<5=ZOF`#@|rs0 zTDNje`y(4Q7wzl}nX=Y4wIbP$l0Ye)ILRNciRD739F(Cpz$?A@>$R7j!ob4kmtKpt z6hY20L{=*hQgvk_4v?{W(W4rcT|c&iave$C7(Gj7#}H)ha|OcMw2*KxzjZ%+-p*OW zo>0Dz`1tZ{R(|!%x>}I7irFRTq{Q6I>M~z*K;`FY z`e&Z8(z#~7mweQeA4AE@_}ja?fw%?aou!B$LDNQWK1`6Q2v#h7-I1&KkroC;{>?bs z<2cBdUBC?9S88<+l5E6y#&e0@?y(6EXznn3EtA6-qSe<}`oy!N{W)KpwMqETc{ zxUJ!?#ao%5dYalP0Sa!2GH81tHx6?rbovdSrT{|wFY-J5B-ZrepE3D7GhC@0sj9G< z+w1?-e@_uW8WF+hyx-u$!1mMok+cKYJLcm1>oHrY7LHvV;^YwGfAX%cF^<=RO)4}~ z4Y}x6uzOS9+~|ii_vU4Gu2pBn!ZQlxyaZHe!s0ctD;z+)!EJIhBi3Ky79nwAm|qD*HN|6 zYglWXh3%jJpj2DRJ*sqrx%Z(o-K;~E0b#N{m-q4EgQL&%97$r#dw0r&Te!sI?kl)9 z{KG0#6z~hMg7*b~Mn#__H_}xJ4d3fK!!Z_=1=_~-3T8^9le6$@3HW5y?gr>J*na}tDW zNQiL{y{w}s%c|pMIKP?fOVyTESVTw5Mv5}1byt5#L@U;=l6tu_aCzkh>y4?3m#syP z^>89TOJ(7P1~^9^?F%R7tNa=7*NnYg_nE5evnJEY{hgsUV4%YI^;|e36~*!UHBt%N z6A4bF@7CC%ar%rA z;vtb_Do(sZ@}EX>rtJtMIIE}m9C)6o6K;v{7@w`*9H@g20A1&XlIfbpm5-NZiYOb) zctYN>sASlZba?s<4*aA~*JcE`Hit!aLZpgzsXU%YKXJcmkvvP2%#r5!1zE~ciXr`qF)Crax}Z5fc@toc{^ zp!dY=U1Jl}b`GR!K$bxI5&o$fgG4F#>;uKYho=UN}JVO!3lCEU$YSfSXdt(#uP9(4$@C28zbx}%`EoN0IynppxX;~y1fRZR$b z?|tps6ur^2yq35`D2MUEuhBR)grV<3*FU~wuMHG8{yFTi$TF#I++9xjX+Ny0**jn@ z+LpbaJeh_^FMhF2;)DMAgTRXwu9-89+G)g!?H+`iteO|SM{5lv)r=T|1(4Fuf&G@a z`JFO*;9uEo)C69iNI;I+U)iKfM=6qqWLK6J+Wg$b?3p&{9Zk1~--j;Ui)Pm6!%Oms z4h)K{9e7c_VeXK69+~N1ZAN3KdV{1Wki1ZT(MZS1UN5bdkN$4N<2?G4OJvqv-;hp{ zU5s+(d+yTr5|Fx41v?tNPx{+Z%w(4%E*ZSgmaTPirGej7fReMNS|UOq1VulcCs#Ji zX5db~5|yd$wRGeNEt)Fn&XMfmcjsa*gbogk*E|UU zDrWbNLy5>GgBL-UGKz_GVTN}7F6e<@LtFW2K2>vuoYM+)Nk$aM$*Fljh^=J!)q)^= z>QhVw6dY}&^6|&?0n@UIo6_csy=c0MeR`azf@ndQKT@cq#!8}I) z(lbP1ne!{_@%ahC9=7nHtWn={?{2~e-ikn4Co#@A1TO}fOfynnPak5EOeA=m!kVGj zQkjGLEq-H9^r9~TeY;#KDV*$Z$02op$QZ6jeL`g_|u4(u;A zpeVIPmT#P>?3fE0!a zKmEEG$d-;Q@VhlPRq2kX7qWSk$==5wxK7Z3G|~g8jD`U6(Nhvp&XJG_At@5bt z_^)5WzrGOB{)s`be|VT@N;m)>_5lF3zuN%fUk8qz+bPWaR2gH`Bwn$-}EFbFFedI>0jMhbYZ&xH$SFG|BWX2H~lvs9Q?n^ z;e_Rf|2G|t4@-ar@IRmD|L#ro?*YR0_`D8C17IX1WF$l|GBPp>3K$g~9|Ii?4V@Sl z4-221gpz`sgp7=ej-8Q;hK-htj7fl*jgyO)mzR=JNKBAhl%0o{`)?s|C@3iCXy`;3 z7)0FEWYpaM*WtMrzySl3a4=S5X8IA`&tf1r-gJ zp%weDr4Zmj2#AOvSRI0U``2|T2nP|DnoAN1PZRc_)*YWaG^H3!EA_FDKx_6l9gn3) z7z!%k3nF3?dIm-&W)@yPegQ!tVQCpzIe7&|C2bvDJ$(a1BP(kgTRVFPM^7(rA74NJ zfbfXOsCUsZuy-HRGcvQ@XXliZmX%jjR#n$DHMg|3wSVg9{MtV-I5a#mIyN`Iu(-6m zvby$TduMlV|KRZG`26DX>iXvP&mHuyUVrucukbI;{s+BqV0yuWKnNh@zk0#J`~FoN z2ZTt?g@h}qiEQDHN5dTo#+OPd{@8~?%cJ$1z|vzDm5`422mSe9)&9}!|4gy4|0m7< zf5rZz*BXG10K0y15O4qq;0nqtGPj7%RFayEHW#ae0sn$m%PvO=@NwW#Opz2SLM;7V zaZ?gPUTCB;XB$5QKc{6IKFLX5aAo(9W9tx10(ifq!cSs*-C&vycWe*09b5kR(N>N2 z(so)J7q{{Waji@^_4Ll`B&j+BLxjtuSyuOHu2m3oPU_pkpRuG0|LTaN5OwL<&=H9Q zSaKGxZ5q|pesYd9c@B^2Bykb4rz|}_&{2}M7HdvVX~d)8e==88Y+p8wpIwAFNnCbY z$_wWCo25m|?swUAH}I0Uj3FM13Yg5_nJ%_TD|RfrA1~voGlddGm?=OP zsqBAlceeO|vu-9CA;r;8Rs?pFeud8A6a`VA)?ebtesX9sj0(7_?`Gbou!;C(s_8p0 zxqw-C@Vk7X(Y#q0-+TuIk0IltLe*XBZ+#vAIP@T*qc^wDH+s}pYi163>bmnvB98BU zh*Wy~ll1%kkp-$iXZp3;M9!L(*8op`2AcT&Ufc3LE%K{R-{b-UbzRkl-UXP?EHY+aK_5JSvtk#*+X(^1%mk9_|Y_W#n)|`|LjM_{5R*{fGrr)*zk=#>_$iA{ho{~fZ;?yn(|;PFTBoZj53A)wAO29IWu!G%%qyYOep~Ft?^W%U8H6$ z!2dPeLG&blQDwCt+7;2(*>^;tPy2*8e^pg7U2uzsh&hm4gv?nO9*ah-gT}0dNSqBLNL!GOMMp>7o9mvd^27Ma&>it zJE45kF9AqzawW2abof@IlD*22*Z!SJl4BQE(SGyQPQ+`^yhN6p;L)1Q?Zo~|<-+O; zJN%AnqVM*T0uNW^)8q~z&%jV>xSW3#5sBIriF!Q(yx&#Xi7bOXoFYQ3%FfE{T-s%k z)UVSVl}G#Oa%%BsARiEsP~y3+*pCG;h@Sz$vgw{Z#XDGq-U+{pb)sMrtZ4610;~#H z*`Zkc{K(x7t$G=-mq26(_J8dJ4mh|!We`1H+$IOV34Rq6xFktOa`dYnE%|VeUOU74 zn3ct^B)zbuakX6HVo~S)`Y|%=Lrp1b%+Mfkuv8hgGv<~pP5XK*a8A6?lO#(PPqy$n z`Gfbv@O722_jX;H8b>oB27WU~4gTo$kmNzDA!k?&{df~3kLBaIxCq=#5E*JMT78KA zk4hFI=EI`+u(y6S7aO8eX7X&q9YttOo7p;YHMB87#|VWJw|uDSn)e^@^E`FTEcGOD zFlaFKd#dWj-^wZc3KwEa>bGm<6nmkT?kdl?=f2EWCw4i%)L}|-WXu^gIPM)DV>y-Ww25# zU+2jJYd!;A5!H_@#B2?M>#uDQ{Kw!+FN-J{_3(GZYv*AKk%o}TFW=63lMpc_+kubTNa$hGvu(5LR^;zKeSR;KPXMQb(Ex5#

b7{Ol**)xz3)Q@v0fIRkr5qfvy5UJ2 zDz7SW6l4*IWO-xXQlBWWb2j3CZDq!f(E9L8*ZNFzBFtcnI}F@c>nvDB>}aB-vdd9V zGUOpV^bN!A+xnThIF;z(FztQ+!!uC8+SJ{u98JPc9uP>fM{eDkH*kljj=WTZ3FT5W z*3qB;B?X68_^o3M?*V!4v&#!j?ob2lUvr6Ln7}|bdw71= zFY*Kjiivj{SJ;8i0LyDWsbP)SI{_-%6MZr(&QvX!xRNmiddpG?}aP!%;1o_I$zubu16Q#R4bQd^qcFExcIm)XQs;&zjM$ zChWe>j2>xMqI!dgJ){|m%cE({)pzQDf(tSf8D45GXAC`xb`d$%$W$W_AX#_U_;8FNt+z;+KZWBS zm8c8yGIuN~%bchAb(d~KDvEPtO3_|PAmI=bRD)>wCJX135gkcmDdrpYV)n;MCtTw< zzpK`UGZ=pr{CNf#KBKV~wi?F>*d!TUg6-_{K8kvIH*EDcN49AxtgRlL*Q)J`VMdc^ z`0vyU@OG4O4>?pOrsMqzfX($5J4QuN<^9B1sN|;Q2|5ZCG`|_9d125?QT()mXfLWYKR&5{P9f1ZqO)p%J4_Zj?_9Q zr*LWjYPGkEy8}m-C+I^5F&Yhl;B{XyrzHvtWJgX>{FhTxGZCMk*0iWIfmvXdEi$jFLa4C6= zPouHjrh~B{Ss#^8LIhgB7TJsJSG*rtMJ}42=w7$85JyCFg+|q`iI>usMt{-9D@a&* z29y%FVW?xKEVX2>rC_C@L&agHylK&eNK(Kz@v70g{Kt&GY}AkA92d3zHJQnD8Voav zy`!#`Cwh`s_?zG3(xT%sfhV(7tt=iTRg;+JOS36= zhqgysHl@pg4Y@{zwmhMx4sc{sDn=~WsG1)U`Tin@;_ss++{(hlg2Tr^9cHpYDts=-_6(B>cdm~A$ zy+72j>y324A1X|1{9FmfViJ*|CvC9Y!? z1!RiPae)`IuXEyA+HRb1_p&h`g8e?jU42JYt{u-U6y9@{De!Dbtq}(^X5Izt6qLpm zj9v08-sH8t;&hc>HIy9PiDK=&63@s{b<|###yPOBz*!HO0*~)7if?9gE(tto_?xmv zQ}ViU%imW%a2e{&aum>O=5g|^(GH#a*T{VpE?D&FY>i3C9%^Dyyuj7$AU+nWEuSOE z1eejBz8+ofOb$*%JvbwgXy;5qR3lAX1$KTnl&Vvn(|oWD-rIJ@`h%*=SVLb=+*8qJ zY4Z!ibSijSX?h;+V&jIP@i91Gr=39r5xLQbSs1#XBB{dr)H1ICey{7RJ;gGMKcuqI zqGjs@Q54m=$sB1qWBS~!uwUo@X5nLncshL*znXZ^{T*|p3B`Wutxw2vmCR}4~cvJH=!vr0k=<&H$_ zv)=cwtK7wwUTcAx%wu{Kjue0|LMb8|`$uh)@I`_e( zYE+lQxwt2!pYvAlSLISmw&RPWZicArgPg=%zPv#?Gxcw@rC6GV@#TsHN4}i$qH@fo zm|q@i^Sgfk*sI?Vd^-6ZEL=7INrE<&R?OjxQJOKX{W8mdKkgG+%H4vz@+ag+nVtyS zHdSKYiM@EcP(6!wcF2h4wW5wAqu-pMRp5h*E?E>nf>ePck|J7Dch{L~AR$^tCc17!VnGcHqzHXpK{Yl`3+pmR zmP|Y3Xi}5*vnGTWGy79Ss3aGLoAD&tz0}ouvKkbT)jNB3e3O!Th{-a{=em5Slf77!QewG zST2awYY#6NZ4RUPeZ5})rQgG7d@Fkk80-sI2cy|MUH`>bH!v&Uy7nX<4+Qk)CKD@!dXzRc9o4>S+vp4M6{t16! zWpo=?U2RxQ2m6r$@_-_s3TOaSfFVF|m@{ha*Ov(}_ z0xMl8UQ>dKR@3W zKR-W~z!2*V0O)o7kGxwE00>^g_{sm_(G>y!Rs;aF4g7~^nFRpt?*M>k^|ghE#XtM` z3vR>P+5*5uB>-R;!dBy&fvp{7{4cw~(*C9crON=I1GAM13_8z-E&at{2P@m;f1x)F zbpMat{#y@JuBYBQKO`MpsvPc zsEVONL8JytVQWUtgb~KTV}n95n-n0)5hwsjx&i=#LjmA~uFOHHM7m7Q_!gF?AZ}R{ zKngpA8X$+`CXvDp$Bve(P}E39&;ZdZg#$1-Y;53Q2HPHoI1b+t9|-5erUM{M3NR5w zB`R!cDk)LHBiG9;k4&ouy2Wf#2%wbyL0SeTCxtd$hC-JriwZx{rnQF+0#O0D*l+-o z1`$mx&b!eChQ@Yww+39j9IuhO-1w>NiJ_)HH*X?~(mm4cdoi#<8fk?JVIV0cRD8m( zQbk}eJU~SyiA|yu0my<3)7ZK8p9+kQ0`fL$K1{`TcJM;q=llQk9TzEd$-)eYqpnH~ zQHY2GW13PiNDZ1}17Knh0D*)6RI*f^yhx}RSX~@Dgl_P8J=cV zOO}(%p8Mo~9H+KMH@{7rY|tiG_=(rDoAeW6Vl4O!r5Gr^aDW+m7FKp_PF1NAIJKBkv z4b7G05@ta$+t)5#kNV_-TW)EcrwJ`)zzc&s-)d+O#+mqMbqQ(Bst5#TYQS)~%m(}s z4B$X;6kvx3tB*hgRavz*b8hL-!}{#BsXzu_>p`OD`oYn|V<#nJrGCEq<{70`wS#-Q zs7*ug%foInmv=#85?OPlyi&N>5#WsgLP8d`jGqS-eZWauzt z;mL@bSee)qrnF0IK8NO4;e<#=jXu&TH7#Cn4DCa=wrLkh!|;nw||{K}*iIj{mG0)c)b04SmYX%!h} z5{Ag2pr9dThHQg0BY~n(+mHSy>cegPcX#hf}foQ_ulBIB@qyShE+p)~>OxgN;NeNDVH@kcNw|;*{%OI~x z6K#oxd|Yjt!(BCJhXv*f#-`F%_fOvhHRs3!3ks0XyaF*Q0EZ-m3K4-0hYGh`QUMnT zOQu0(*HzU{aQbsS=efmqa&atTRgj@9KiBVIY>%d7n>{Qh*XOwg)6K1Lws72bg;N0+ zomI#rfT>qkHySl81s)zk_mU)p8Vq1dfgrNn^9eg1o1Y8SEcm|kh-dlF(X4x8XOYgA z^ZGap8#!?m)XpEA_!fkZ9;NFfQ&R&|uP8!5232e%Ab1%7@Gwd*hSdQ$5I!O+>sXx= zB{`SS)smGF8n4;3xW3ATyKZKpT|V;^L9DsM$m$ohn3F{V_?oN{D~T9e%v0l8=j`-?ob$ZiaKih*t&-&N`^Tuy4Pv}v zcO!IUv#jCwJ|F<+6b#*|9CuTraq3@-ttW^^=IC@KHN{+rL|l@ zdCrSjnWL&TP;!TBA~a9|DjI-ImJIUG^$n}}nuyqqB#kT;A1~`1940G_^s2Q9tNmR+ z?K}nr3U814$+?&%Hu3npGXTMcPmYGfGJR-PK$In> z21Pp1R~YfwiEUq;9DM8Wq&Qy9Ix~|zP!#Cf{OdXX1NR6CnzCU4Hp3by8^s@ z+DmLxbTEk&pb?7=yJO-*04-HEDlij$q(@DK3u{uo{%{3_u>ZT#>AIWWquJXXS5qS5 z4{xn{C<>`fQ)3i4$i=B>0L!}T44{P(axCxL<;tj{m441{N=800@ z10;QIdLOrZcjm5!4w6i_Fh|+o5F;J94Ge20-kgyZ%IwT*=KFJe9*$ejZ#uj?v6!bw zIlhEe2-|tiW`b7Fk2DYzA$1{C*i=+tNHTgc;e+EBpS6%+Xj@AQ1p9}S|49@zi&Y^Yb z@y>!*pjk^<%V;zVnXnK5JXp#dDKzh~74DN)L#LasR}DYrofDV1xMfdUKFVzDwQOw%Jy#w-?|=V%V^$aM z3?wjtMyd5W+%LOajm=Emxf(gH{qK5SWz+YYww<2_6_5v~&Ga`6C-xc4ggQoqcM$-$74;6suj&AW@i-7 zz&o|L$>V5X0Xv&1&ZKoODSrpHI!eF^&zrPEzjNV>5w)I*x8a0$Rb^}E-*l*(T{3g# z-SCf{L_8)YN3$d{uRD&4w}iXNK3H@;-kEq^9@ucLHX5S4a@D7ih%t{lB?JoO_Hb-X z@8^3KAH|RQpl{VyEqMAS+&)cHsxFf^zFUGI6(J%iQR{i@v>X^bbZSq-{6bc3sC~M^ zd=S{dtaJWziWEN;uy;8>(rM}+SDoS6b#>P{EuWSD`~KnbT`joBuh@I_NKpe(vF_#6 zFpo(7oX?)M@1|?P!EjIhg#WwB%y(@<1rN|C@&HVuMW~;n%a$dS;=BVY&VJDUvzebw z0|IDLb1T*~yEoSv){z})v$Ss}5_bzVYbv(vlreB%C2neZSFyB{HE9{wZ6D~=+w$o! z8vx3L150dnZ@J1B8pM!C*PXk5UHZ6*Y!z~yT;A(X-?;j@MP9k@KAQNFUH{Zfx(@Pn z+rHk)Cx`=>WC;mz9jh9JhmFdkRC6&m8fppYc<$`+{ob09uXzT3dZDDn%f?wQwe-@e z-T?_y*FKBy48wAyvsYk4*zRg?{AlU!UUQyE{EV^mPq!Fj+U(FT|K*;+xz{JBn$^%A zk-FPNWU~4R=dd2ee+(V&y*clUZW&FTL;leQT4nmoq)wM9ropPR8;N zT7In05>LR)cs6`&Xs8H=U~5XI0;n}wV@=~yxWsR+lk&|kj`S(II8+WB+_Mbg2&-9@ zS;_62i8=LY1uXJ)U6D4P_S+lSGw=9vgg$y!`YkvSbx!$I=;kBceYXlIY<%+?dOq}tAg#`JHaW@g=qL!w_43e9Ol10S#Y%<19oGK^@Hvwe zi`dBM7~Zip1lIDynrPv{$sr@_h7iPP970qOqUEHD6VfZ3TX*86p0cGiT*G(ElQDJL zUFjX%-rNly-olt-0V>@hhNoSR-wden&6BlY<9`T-jQIkXR-)ki(rKzXGqOS_1+f^` zmV;1C+32(r!(XU<;rjKXtaEVI**Lb-qtu|blE0&6r0G$$K%nc#eD{)=^yIpLycTCK ztQ!jgsKD3}mLMcwv00Wut+JM}OgIQLzzk-hB2d-QOwb*#sF)_bxtO_npEDV-pF6O` zsODlte_c2oxJe$!a`g;|-vk;7%7IIgSJPpM$u0qR(GX@HDUUx=yTyE2W3uZVLMlJGbX0C_8+I4Qv!( zy??4QYJdw7C3o7f1YeUH!sGyELXm<4Mc^7;+Go8G9vV7I;BOv*3OU?+_Aas3{XB6` z@a_t5+gmvk${8}dOp&qp3PG2G^)Djez>rue>=n;BUJwvMK!d0o0tcc-97SZ!X<*8t z6doLlsnNwDMsP^6HEYhO&Z@I^eAQvzA3_J~XM;f0@XWA5F-qR zwNUApKB~0Z&Ma!0P!+Q+w6ZUJHtf;5&*gRh3P}!ygO`Nogmsgsz-9bI3&pA6SsO6W ztHIPJrBsH9C@GmC^^!9+6pX!c%fHx}S)LouWeyLC#l;S#25=N0fH@Eq#!=OzH|a}whNf7h=+3jOy7=Y+9j&8kjJ+qKxZ1DDkduPgpK|= zVcj!C5Dd8h!M?EBS+MZWL^5n@Nn9>ODm;7|PAMdA2mv824;{TUFANj_!@;HoBEnzI zEPn|`s;78=_3icvJ^ude;;g5CCie_M%Vz>3!0FuTAwLLnNYd!7?fQ)pelt|R^ynK> zWSIx^gSIn{(}QB$V+-HuXW|t4;~_)ZOR|h>3d4D5Kq+l`65^Xah@V5^Dg!%h_ARj zN$ag_wFf8pw{`Qqp==m(*{UdflkHl3>qzbbiYOm4LVgH~Y<9cDK&xd~t&!)EEZbu~ z3`MZ=w;EqXd% zI7*C>q63%j36$_knj%&FM+cX|kJ91x8!gxa^sGm3CyTMdh_#@EH#*iD_tln}*({** z_jkn-8YW+~IMptA>!NeKnX3(%YuYejw`p9S`h?q4&cMx~p<%tlB>1k8mE%NuMa=dK z?nxtT+%cVOZ;WLf-fI_;SH#TLLYRj1VFt=YON7nOfTm>O%Rsk)>ydA5bPCH2wosB5 z+j*N{qYECFg=gSLqThaU8E*?Yg0+oQB#1i-ydb2ILY0o>6@(HDL+&znRw+hS`~K&R$!>)Be!Xly-NiS}goo|hTh2l-#dXGjzsX78AHH3>RoYcTB7*p z=6I%UVeQwrvj22GKD8_JFx&l@OSzzJ4eFG|J8|K#Xb0v?0_t+R3aKoaOajTGdBtVmyp{Ca=mrmFDt@1@^ zRd~zR^<#a{c!=4sXNxTeOeR?dQTO(;_ioS8R_8XXv)Zq4F4l2X-B{X6TDnI8Nm_$Uek69x z)8;}ar5tO1zo5QSEwk~IOQwV#BQbU^sDjsDRIU@`-#e1`gr1Oq{)+a+Os=!*48Qr< z5Q`C`fp;tC9R*7^OB8OM=0dKkwrmCX`Ser3mV@$+3XTj>btNd$4e^) zKN1T3enkU*(t9@&n#dJmiT3+FH#T}%S0sMKh*I?2j$>ub;oMQ@xS3Khy}|)+JbLz) z^auBom7m^6A8XaDhiy>=wyNk>h}r2jdNB=(W^89BTbma1$A2*PR2|MreVh$gw!!x952 z4~tymVo~Mn1t*tP7!g(Q%IS(I(aeCcv`wyulJ;ebcyX0SM>_4uo$SJ=`9j<-#}_(| zwLbgk18Xudcy6RRj*7&W4pYuf6xko+!AJyl*h;RQ=`-Jr{BbDpDqi&)j5``;d~OfQ z3;LFS8|OI3`ifuFslcdS{;5)b)J&~v?o>IEE*-l}l_R;V#6`I@L@G1>n0e!AX$97n z^8P4Zs9K1X&6+%#8NA}P#`-cSO?Sf4damP8<5uO76OmmbPnpD(YaZ=GC4<1Zr)|$u z=N49LqLouieXV+-RF>aR=CF4cU?y+yBYWv3oVZ6S%R{x0lGAA8&t3F^SX+z>C5Ks+ zGyE<&A{Vs0)sJ7ZCS~z%ccPF?8ch^!R6f5p-K?^PJ?(PAKJH;)y7bs4lxRe5gQVO)l&HKCe zTi^LVCu^Pc?3sD?%-)maekJ1Yr|S!u!@+kw!h_fn>%y)yLLA!JgfyIKU~B-@@8*nO z?jOfidp=dR?9&^+0481=Yl*2lL>Xq?W4cr3HF4Aiw0hN?Ak`1mk4~0!(JNWi#!$Ki z%MI|l7!(d(>esdWOS5r=zZO}UjT>2%9BG}0y4@_VN5EWV=v3` zdV6LTTNRa*IBmjk$aS5^Q)|d%ExCFV>xEm;d&1|hzs_l8(-e(ht_hyCRWpnz6A~6knfOef zwXSt#vDGaz4g>SQ3F-?B*dtbHhSW*84g5;{BBd^4A*-)*8#1-Y+_3FvY3-4Bm-sUX z*VidS5YI=8(?v$z?#U+fo6poYUv`gllZV8Wn-b>bp(oFw6*Y;JPlfWLQ&N~?gh7gt zq=$40Ifp-R-Ftq-13jID`yu8vVTVgfnRmDjIz2 z2QB$MwJ%a^q^vo7n{6XYkPAc6$zVi*nJI0%kdk}`|4MZtEYT!HRVTh4HgnV=d` zV=nDsgssEHI?eM7-`jj~clcA(isR$As-}c{iTYl-loEwYPq*#OibY~js2lT?CVN8c zzF0CNclEFdb96Pm|C{^cJWMsFPP^Qd4zQ5$`dmBNTK!j8IVG15h?;6(*L{;p09|fE z{x6loNHOCm8bqIYMSWj&Ns3rm&#H;&Bejs52+_K_JOMkJ>-%GsTd!OATGg4Cis+!3 z$JHsNl@d-^ssI54bO?kR`U+Jp44G=Iz5c!2M5QeHPx0HG#-EK%WCG|$VWV>UVt5Sc zV&RO)ygJByGGF_?8c6yHr!~A9Po&uH+}T}NSS>~T92H2wKo~4VduZvr`FrIL@zV?7 z4SfwR`JL=PAz95Az;Bt^;GTu2kT=hNRvVf$9b+#31-}5gL(J+1zuLS2Qogr7S3Rjr zy7qp%_#0e~xGu6H+R6w)725ywN&j6I|GO>{5+Kx6C=6gZh&)1d1l9T9B@xkYmPL92 zWH_so>(r19^jl3<&aqHwvS#>j#d6}ns4b&uk!QEKzuT38{>S+t{Zxc@_gCt2vr zRGsh_o9M$nHZGC=_Fpa8vUSrS{4Xwniiz{Z&yW=X{9{88-N)F-L4F^Z4<3X*Q{%BW zH`#Q|)g8PQNnSyp4BnTW96!I)G3TwqI2~}<`*-RqCL8QbFB4-J=6$2HEGu5>8yvT@rcIn|J;km3^LEiceTU=Qh@Q|G>%fen{zkU|pGT78 zpuDwCOYJ-h9<#;Z+cxi4AE~hH+KhtrxV6NUvgu_mtRHb1M|a=+Vg%ZjnUH`3zJU$r9BF4%Lre=kPXduq26_Ahr*OP|1)Cjz4W1@uhhFTCFRs)_TgXAT z+36Y2*s(@ihB^%fJ~ELIj5&s6{y^!k$5jn2d&s4!GU>M&Sl?*>wTx1o*W~yF&X~Jz z_PyzQZFo*_)}g-(KM$F@NOC3U*;9x~_VnyJ_61O)F#bsRice?nXKvqFg)eRE=fW1A zY{sb-gwnz^;OA&o$p&=+;>jG(`5>-r%{pD-dj$LAh zEm?59;kvce;ZZbW*E$gu&+hLb9p60w1cX*(T_rQhd$ zP8thhixppVg)#?L9(!K^`7ZzjI5_?fnire@lCe{ZMAIg%npp%|E?o`=I`AufGMbruPTC#Su zJS{ve%A`fgP$4@fqJz~&)eUm{ktGeCM8g=>uO_NmW@nRx&}rcNRYfQNrXESP53s)-Qck^BYhH)i)-EAtK5W53qV2@y zEk_a{p~uCI!gReSn{(qNEFA~d`!`QNTDV&X(pZ9fdU+Dws2LBg_s}%8w_g8Yk|H`; zT~sE~F-k61vaRsU6o@U!*jyN6js3i8ZoRg_qA}<}DKyz@)MLFv{4BFwub^kP2b1tk z_{&1|r#-r*N@7OIoVnqHA41`1JY!*PoqBLlOi@Ib^JX4L$^7>#kMEA()6D%07&(di zq(@JCO|UFBggZaC&aIbCD`)$Xy>XD+U&~6e(F!qgj_u>y2wc4?kDlS~yTwvF%#=#O z#mx6=F9u#Jr8i}7Op#bbPfjPa>iqg7#P(&f_icGNj`MiUW2G|WF)hp5^XK17NBhD} zhZV#pV0wK}F>RxulzXIH`%512F&>i~v_j0%4!!iRDIIiHKUbQ}mfP8V&h5ioB0F6+ z2{2~g79i>y&5_|G;XYLiTlkC{nOd5AKq3^!vUQ}8ZnxLNtYXHVaAuew%Ez-<#l_q= zTOQE>b8Z#n{r8nyIbM@KU5Pc%i8wvr%t8O2szsjFEpAmjK`11OydRS)qf8=3azA7g zA)Pa|HhnmS5&rz(&$Itn;GpB49OIzLD7%@&b2nafL-~>GEAj5aSE7^MCe$M~PO*Cz z5`;lZ+rp8gkUqDwB7sGRu$YkeX!irp;tH87;<&2nEGL&&pGhF9K-EK8v36ooe*D&! z&!Y`Iv12gCGGq10;b`p$1km^3!<>gFSB!ZxH!C+XYnDtLTk& z9rS1RITq%iGR3`K)lpQkP|J7eh}2QG*NSZN(&V#TB>%!%690zCHS>qfyYtL^P<1hP z-?=!R#t+!spo6lNCd?W13sm=1WO4q34z~Qw@cB#p80iau9sy;=|602LscX?u5$q@u z8Y0aB5c*n1egYyLR0eq~1e86)7Wcq!{?pfj1mzS+ti95&(3r!^guJg6Z6YFv{~uF| zE{puFv-#+p6UJ=wu9>O*Y*-6fA_yElbpUNm53)+ zmj>J+b(`LGBhNo1PiCuKKh8OA$;~#zJ@1*ev$4y26M8KqIV3<SgOt zLD}o5f@kNpiFfK3vL3a_Z?L>aOqttSp-dlU&B#_4i7+srzs;D*H3Ek-s=IBfT5q1D zn-|SLWKrky=@+D+e?C2uU4BMMH8OFR$TXuVZaQ~9b6wc-W#~pCw|9}@QT|7wajZM} z!Mu7N`YCaat0HD?qbtRG5x7wMji)Fxsije9{9n%a*6H{xxqbf`!zp2_L6jm;) zhPT5d`;|6|Bq&>*tx))T5pM|+<>{>y*>1e7t<5ye!JTO^WDzdoEz$4y;1hy?ls^q; zN$AKNnUsp}*>xCJ)63SDP_9rlK*l!Sj}>{|A%?d>T<@5^CV#m5vpTY3LFcb~+SpjB zUf*1i-J5NmkmJX1R<5V&`~oQJTi~+ir_D-Z1ez#C$&<-qvJJm;>zvU~8UNN zdsLT!^Y9JOZvs)o%@M*`rrf`9{ z-8gG1e>92PD?UoV|Mj^wZ9=kI-M z*W3D(-DOXXZslejl)F(=9(k2{Cv4m(FCw`99{IZl$+~t@QAIE+PeD;!$qRssS)R>Y zHy>A&I?be9b%E6|zID;D%W7n|%Vy~P<&L*RKtl1W z#}z_P_rNh5M6<*sTJ2S&F!Ko|bqOq8>^PKBJfj>?@dBs_Jnj+mj8Wpg`qmj8AMdZ@ zn{V=sxcETTTk|Y$Z}h%4tE}hX+B_FJygpAWdcn=zw=#eodu>>W9wIzKOIDX7Ty|@a zzIIwauukyBNCu>1hw-FBQFEqB_oK62Gk$SJmU-dMewuj`su_oQHR>SA?gD2UP!1tD z7AZ3918kj`2V*uI__AWwH)NVMZso@YYUO2|E7t`{k+8)oU94z8>+P6-4F)_dSv~iahXfiUJ?DPlW&X zx5j%v`gN3;Tz~qo_hD;fYxdg5bdJzi<27IF+XhALY?1s4>cP>{633qlW@cLa3DxqZ zXQM@Qx<>7a4@FzqjJ%pB^x8V$)BIn ziCG`#eOS{9hKM+YbWwn120w%`;%7byYbF4n1wTlQ=VBVDNq^*j%1eG#>8+PK(k_eE zluTEUqYT|z!zJgL7pRLOCv~dZbF!Mi{jipE%KYcp2!=Q*8?T;<(WsdUWv%2Q#CVtV zKpjTr?;n%9gg-tQ9~d!U*Id>hF;I1)uC?jdylV^_cJr-Bo+oeB55%iAkRmz1eA>s~~ySejpAb9P2690-WCfB0p&f5Afv(xS} z-6pRFEN}CzS!hQ1?2=5AUdk4+U#x!qyzHoBlaPd}9n)w$Cth=xKB>9-^g1MP4eh(| z6cvwtA8GTNx8{tM!oUyZt%{~A>`>Dj;o4uuO~QdvS^dq*6&l=gohxXIJ(0mC1CuQy zH4>c)5xMWHrTfEUrTnK}AJ*5r>Hak#*HzZ1clc2Xz-20Rz2IeNXpj>v(j+|Ji%XJq z+>k=U+wfPazt{<$e5+@jGDq9;)7uRD0^S(TXS*nz*7oazi}H%Mxv-O=fhj3+q&y^HQ=(m?LUPsX)PR}CTZmDhni@IVC~84P{lC561mvy>wV?$y|@jY-?E4Hd#- z2MFWp^p97%Cn=TW6LV@@O&abxsz16L$%n0bIIYgA`&#xrYcn@{t^6h?uz93Er9oR- z7HTAtfi2q+A;QK#W*G^ifJqmfpDONt*Dvk|SErCRdG!p=nL+9{ob}ggX~4(boON7f z-JCqorYWcBE}b{E>(5*h;g9U@{wp-iZ?{?ZgVR+sA`aT-&w3X8-i7>a_{TT84%2=C zbleHfy5@3h}Zh~+&4UOJBUbQZ5%#mGjfoZK?0G5^H3Lh+ z=Y#CM<0P`oJA*ISd(;TAY3pSEmV%oU>ZuEET=0tmKWyHl%yH{h76aGtI zg;|$@^l!%5C(h-6l*x7NW+a|pQr1oGojyh^mK0i&=~=F*_(kVh+ipuzyyu%bd0OSsgHH+s zD~n@X2*2^H682_kdf!3st8NMYtLc~ZXjn-;Jb}61U{Ke;6Z*au@oVe0P?+)@ zu~a~mu;AuyosG}%2k{J3Nr^_Hkz^7X7Uw3GXH8=l1Ot158MFdjvB0WcG-~~a?ZoLF@(P!96@*34X zD)@ZhnimkHBQWhlHV&C;gw#^K7E zH-hM11D7khnm&vh`FJ6>{o{glldeW#=Is-H%$_6ToxBr}J(_V$>qE?R4pn4d%svLs zD%jlOyC-HNqF@6V!wP4;-jGn7#?lr+*;0gWQywF0YJ6;82mw=hvW$ zZR*2HI-rrrySYcT-O3Yk8Wue6==9u&rqMVVi$|_K-+-H~#Bm9Y_^lT7_L2=(Bdfv% z3R~Q;&l=B8*Gx2vbo=`d9awhWZ#=8`aeE%8walX}So_@c@eAN1cxHepiaO>s?hD}7 z$;7^7RK{W}@f}|0`Hf)@zl~^(IH0Pvul?IW5*8Q~r|e)^ka8p@AJTJW@U?CBD2C*S zsSr{S%v94(Hhgvu{o}W_M42_FvD7a^HZOkdsrkM5MBx3EQi4|e@2v}}n?LRL!OAF) zIHLCM_H&;R0ff`_+`&`EKcv26(GG*7$m^tOp7R4pxZA9)l`ys0iSAX?W`xD^6i{L= z$4>4mwOSfT>ATfuYfF)`pflbH@mQkh%PX#%VuBCZacKo!oA+#ZPHojDDke&iOXjl^q$`X2h3$FH7r4m`MqfNJCb!9r_9TJ$Hkh%!V{u>4=KfhW&alRsRFG{ zCZ*&%dsmSzlqVIN!-7w47D)ij`J^w=g|Ie2LV_9zK3P7;uoYsaRoQe0SG@Fi%wx

H*ZXf@ipu)RJNS)~t}nZxUH-j!8JV(M@am|Yw0 z*dWfk=yVq*=hM8kwDBlWbBo9?N!nt>&lXA)r$g`%?lf=HRpCC{xLKq%Ci)b?C%U?u zqNn1zo9(BFIm+=^RR*awcUJe^Sjq_~P_+K?b?wCKZe&a4l7}hnGM*)g+_**jLu@J4 z?!#*~JQ%|-_F*5xw6Qk0qU8@#cAJX4nI-ZgN2vjJ>1*nCC9)VCnqn65pML%ow{ddQ zzHc-W+WN2dJ6n$_391OMzWsd9I*&Vg-~G`p&`9Kq8#=Lx%GP&8K8!RSs+-pz6qH39 z_o4~;>>^H^6_USVg5TOx+i~mJNHW|u96!hc8&2SGgj!@Sz5qzHmF6$>qqkiLc?Qwc z+=}xItp?FH=usv5mkkWyH6S4&rDmXx_}g;a-S+(h+(BoLXBV3hTXCvTZ|zeO3f_Qd zdMuAX?RA#i+53_)a?aA|v0RqSQDD5E`ojhxUua;WJ3Coykx=N!Y~ zdowc&zd8-Rq}96OkF>1uSLvMcXe>>irr)=yTK#2HNZd-s;++II#*wzr5||zp#`rqy z7Mi{)dbpf&in_yjJD7o2f!%dlL(zOim~hM#zdUOj|dTzD)Mw#(VNeGdJa)^g($LP(^vr zrSEHGrg;r|;mlx5UUsTp{D9jLi{*hhKIm+nEnrJ?C; zO6CQd4;(*$H-V7+g=KMS}XqA+<&npk%fB4{r^=hN58f!e z4qdXt?zzF1htevq_Cz=XAGJ}g#aoe98R*JzKwEQ#4=;c*d=#*uwL=Tp;w`Powd`l& zOCm_mv4DC+b7W;ONGv+4r23AUqU-m-{$dWbD)?M29BY0QHA5-x$8jJ|fbJPp>34fS zoKmBS*w4|O_$84`58ZXLx}&WoQD3FulP>^%+PO$)8sAYxWqRTpj<#S2T`1Ml#P|mS znv4=N1-T!iW$cE>{E8N_HKK>FeGFAB7wnB|T#}DmL9}aIgl6id0mUE1d#clBUD~=h ze%W_7q=GIqlF|K$EgRgSMBgVZvoyO2aP)#-aIoL#C4H_Xz_hvVNvmQOq?x zvqW^y6-m>B=++?d&hzHzc%oSMLy7&n*w=)xiA(b3)!<5_AnaT|;?iQwU{odtU7;j?V3xrM6alRc(9%o?AG}PUAC@{VO82v_- z0inN23PP~qsW(7@-vodU439JIPMP=Bgsr}h(agAThdbQ(z-+Go3EAE0 zghUZAsPvXcRaZZ#=KIXm8Nc?m6hFfL=-K}KNd-d@>V+hwH8M(O!zC7o=Rq zE~pec{;h?+u^jc_%*KKVBL4f}=RWep8Bg1>W3Z*>9X}Fb;Om@KxmDXJiG_5GXpGF#Z03rI@zhA394g z>H_{0>>-XCN%auOEi&1*9cvxE`%N}x6ghPIKH@DnK6uX}mKSar=d%%%`t(e|ddo4` z1)fDC8`JcJKMfn+RD%)B8-_d&DW*cHsDgNsU@Y$qC3#rv_mojv4gzU)GsLQSLF!wS znXX61Z`Bl^?~X|{NG$f*UH~?qqs!YoMlIvn6-PYv0ey2JI<(bPlfm|gTB(W;EJK*d zI{>0?8x6Vmkfm``GV971R=s>aPp}{mIe)b$T4KLT5_+XVq^^iHkVw`MIAq{XfR4Pr zwMs*L`&;`TIx12YKoCb2>8ScO5sP!sFB=_+&>@nD+ES+cW>@QQU zNIrXgBrutMLm@q{JN20%YufX|@Jyh^T(6e>mc7)}-BNo}{?N;A%)&|iVxP$aRK@~G zLfLwY^IL-j&1M`_pR7b3LlGA0BCni5VKV!nvsC!GI|Wy;M$WA6X_oCwR4V6CCEg0P zQeGmGf~eLV7G@2A?jqSM7n@SruD?kK6Ha@N8i08cy-7g|lzJF@6!NUIUXctVlabj9 zyOKijBmhcrz81?1ic=b0aH6x`88 zZY2LkG^R5pjS^`eA(xHNBdTTbKyKx^ZnbS(zV11KN(TnH5^JG++UG&asi`sYBcb3q`+hQ zom(EK4Psj0;`*HcJGr3u+r*l>3B=NdVZ&-M3u3D#&)YCv+PVE(uV22~NC{w$4ep$r>dV0*GZ?i>4b8|E7Rg0zKsW#*vX;I{*^g&5Z;d=X$@1M2K|J+Q z-Qzq?c!ZzmKj!;U5L`~ST4fTsqaC~H7!7FdG)ff)KL2$jJ}Zc{#D^IhytsvR2s{OG z(mHK52tTkyV~jKt)M!kL9hKWmYemA`x|ecR(q|ERbl}H~0MdOi~DW=ow_0 zLD(`upoTnP&BfqViy}<%CbEp1GMZyC!kSymGH^T=zNlwyU@!xXa4u$pDFv?5kZvq@ zhcfxZGY%Z+<^$E0Qb)Ls^-Dh~UJ-iU()`={0uyjJ69|Zm$xRye;LNGQQi-2WB>_0) zq`nVDL3tgk$IH(y4JdUeiegWv;impgkyABl8+TPI$Mms3c}gb=G?ZKqTgnqIX826s zy%}?U>10?vY!PW`xfA=Ncz2HERg{-@2ELUKo~2xKU>ZBkBUZ@)|Dw4e?z;Q|m@VTz zPQ(zRg@MCxl8UQ0FwlqsJCq-8RS#E=mAR(e-6LXTuaGXaVhw}M+U0M6h2?X}rBUgS zHVoMxr?-JjLlt2-!vvEfBES%Wf}zApBy)yR3b`R0!cj|~lYj2UpcEihTI0{VgviQ> zq>LXZmjDR8z%RLKO98Qo?wsf7J;}3n135ub(5rILPYSGO1xpmGJDL6=TM9+BIO|p! zC8N>@s3pT6z55S23GXmKI++*hGZqgSc_;hsF#=ch@=@x?QWgR4M1~1;l8;52g=`Vf z^=IPLYJ8gxcZue*J%3Hey?sz8v@|D5(f5wlgir8M#SJVyF{Li~A)Co*--3MgfNjmI z4x^cX_TvwBK-)7hDLwaW)N8eg?el7aMhpmvV=pNt_fwm=;s(JBK)zb3Io{T;1PqnD zY*v)bwE@UQzPdw-FxZnr5NBV;vC)t$V`Jx>Yh;hR_J)HN@gN;BnP_7Q5jYl6;x--{ z4u1d)$d426f!J7u49YzT508kK0y`ZUnGX7L+1)P2@l@04lw?33&hd_T&6!SnhXwO# z^Hl)wz-9MAHZTfoF}4R|JvsZJE*nv}yZ%j)p4RMyWOSeXD`MfkWSDcPi>0O~Y~>c* z357{`#Kw@0FX}8^@R$1Hh4C$c(?i$NuqO>M@d&kNVRCGpD3T7dTu9ypkDU}(i}|S6 z`1t3HHgYcjciR3U<)IMzOVhL7F~Ya|XqocNrK*2IvB)Tg1$S?-d5;fsxkk@*2BD0q zM-kXXJMOGzSM053BURPIK$3E&-`1YUtx8am)p+P1hhD9&(C9)VeQS@dJMNL;`@u32 z0#aCP4Kp`V+9k3Q`fAys+F>qV_@!$wVfzlmF^GWSRohl@aj8sVSX?_j>dfiiJQ5PA zL1d>8&wnxUv-^vQ#gTPJ(sQdS_8Y=m?lb1@x)g!Kjs!V*8re1gQgRMA!PAAD09wyu zyU>6wxcx*JSDZAVM5zBp@`dbd^V{=E82Ye4cAU+IZX zF-EaXUve8x%i6OXAopXgzyd_)djJ7^nkC8JkC+h?P)L1=pWE_BviM&v()A$N)pE*d zgze@G=t>XQS6q~y2q!oL5;1^6rKIq?-s}NZC}jv`aBrWt6u@jqk3;op?x~St{@&~{ z@RUmu+^|XZ>BYT?wYj-Hn32)7^n3NUeDr_pgM~h!1&+ID9~;km*O6m7y6@fG#opt0 zeTxa@M@&AqNg7@1LRl}~$ON!^hyAA7*n*d^S(0AfA@o^9NSKE~u(ZyfV~4Se0~4Zc=f zM3`FkE0o%zDjfoYeF;RxfTK|Ow(=6BqB279Q7R-EA;+{kyPLf!_C*f0jzpDXxQF0q zAP$Z-u6;q;eR0GEZKVvzE~s=vwd*rjGREiw;dVi{T$ySZ0h{XOo4hMlv>Q>4YDYN| z!ZsnBJ6vRMKu6563Bz+`(tGOsrE>nKVV^2aC`FmFjqPj#*RBT3?_$!8?sODQJUbB} zTY+L$JaG%^HBa4D9=75_rb6CB^ktoWU<%urz(iVNwuY}KNUM=7`sqn=p~NX$_0krw zkNx@*%D#{4dTe5DG%_jMG)f`dHlg@*ga2-3DgsJ@dxNU@h?#-zHtZ(BW~!jile!UE z`!o@x{RTDmIQd<*b%oZpC$}xe9$rtDEg_)G5~X0`qk>i_ZFN2F+34xU<%#pDJGvHE zg@aOZYMWeOXyRVzsn{DSuQp&UP@;Qn9_+(stIgVKMRHXa;0YUPWeOQJ(bi~C@$9-*o+2a*Y zg@w;bpHYBTBmJRDENI)`3=Vf zoOxXs4mR3xm$0MWYLURWblgN{K*6JR*hk57m}N(T?W*R@GIuEW=a~MnD{jOR!bd*Z zAolvrI=Ciw7^k-k1QXNC5{0*{9b-I|<1#}(0+#k=m0fgaj9B%u2U0G%Q!*&RH{xz6 zKK7&XLOyPq;V%q3x4_`hQ8!%AU4Dt zwld@tf;i-CE9tx8lyP$S!vI{Qit;*mBti4}^)=?s5|bxgDH+>r(0SnNw6NGW=#zwL zsCRTYNQek?%FB#;AWnHH*a|#6l()gZ?uw#d@6X_4ZbA}}OHuIC9*I7yWr^n*v*-Gd zX?#Vf;D2Sc0LlEJsiz$I%*syF=sx)fVl6@mu*;S}3!1Bir05tSrf5tc zC#50D{}S|H|$PXxi*B`v5m0jNW1miOTOm{M$l z0{(M^471ph-R>rhZpb3j&h~xS_P1-kuv>O4u1m`f!*?Qx0irH%%MV6z$Z`%x8d$J} zS-r16V@-q(fo8q@D~3i{^BXfKb7IM17O^_Jk8;!#x%HW#LP=F`kW^W%S2SVc~8(hxRwwLlNnKdDF#o_F9T;9qS(d0r? zV+|V>`IZ>W(($VlgdNM7M0ih~?Uu{i&2IIW>q`M~m?4Vdi;pNv9k)V9_$~CZBjwYe zwja{L)X;FCJm@WB@D)oeZsj8R-L~TcvH;z#@v#84arICOBBJwDlq6|5bsLtk{3)3Y z4IyQ`ycLwq(oixo+GH0FKn*(}dZxhTSXZ63e^#b6P(Pfu3@q~zO^N@^sBO zI3VtLe)7nm#?(fEvQ9S3zDPw(ejh3a`&KGp(x*C!*BzQ5CM`-?zvI=}AZ~~Ai-ykd zi@__dHjdDCGRlDP1(YwK+~YmXs9C9`;m*jPcs51Rh1Y^xsMYwi^I_gxmQi04;WU)Z z7Bi!^^?_|jx`lW!7Nl!r!I57iO5x?p3trnALIFG@^Jc($Ozku(+2L}OR&UQgw(B+R zDLCp8Rd|kyRMSbj)kQMaFMzoE_`J6*vlD#qI9~z-D-v(q63EE`GJy~6OlQfkU7-TU zU~HgH8P1>X(GV~J15emvGqQRf&&1e|-r$uK z*J=B|=s1ubr*xk0)#I0F)PEx4gmYhsPKW1{Nue@qOw9T)@}g26<#$`V-`LFxY*0&N ztv}^C<3}>PE|q=EX~90i+q0di)*8c;?HZX{<}N^jM)H_6j47wS$MiScH?aU3&zTV2 zUFV74uP31^_7>Q}`k5So@U|2dFgxG?x(!gfglg{rX{BE;UDB9}tqda}_vfhvvmL<5 zJ#vj@b4z6Q$X#H3`Tf)6XM{GsgkON_^1iwLeEZR$M^H+3BK;%TuiiY8D> z+GaP)S%suXPB$6@1C{MD5H{h+wH-jy9e?&Wb@$0jj#rRTNPo(ixK{iMds=9l~ ztjGuB4pWGV47(t$e7fU-TB3}3YPpNU*E+#0Z(~Rp^b;U$OqMD*!~iO! za)2Ly5`_>gjm6iJOPQIUjj*Kq6hZt5BQae9a5bL=uDqA8k|VuE}U(72%*q z7c#g-L-W|jBAe%D$Y%4rqWqVXTKb{e3FXRe*P{UQHGVojE60(A}<4SiKc|)XIt^`0foEG2}i7Ek-A1HAcYYwQkzicbOk>3} zZxT|};CR&g+!-aG&d_f7kQ;YNTD3t13Y8U+KDtrGeT52FHZ$I$vx)XH1mSfaT14br z?W6(TabH<2u|8LRr7Lqo+8)!sCVx=)136OCJRC{j+LD>DNAU&nl40L;&+4r*TZUnZ zqAH!mR1Q{PF(-_qYI67!p!3>g4Kksm*IAvu09b&TnS_-r`l7>Naajm`O-vcxtlbw$ zHgK_=Qy0X8P*aPFcuP%oj0hg_qmVCPzY#WPS>UOpTjB9Z_-7sF6X& zN|45E376wN#_nk)nZTic<>~({A!5xYjDJ+m=u22m3?38z)xH42B8ro4u|I-Zpw6AN zjLVR%#`$j38gdTf|TlzM0qUq zNMNP7J1G%AzZYO8dtHUyG_mPlflSIW5Q}c9{TcNIz)p;5gtThIlxr$y;g>Ew1I#IV z9MRx+h-+pa%i)}()Q!;2o8p#Ik#MK!7#XoS!w3x~)`J|{4tuztm5W#uDNcngR!>+% zNo!Os!F)thPH=9B49gM&UM(9LZ2@7r3O<4Dyn1z72ZjiWE(HOn#~Eozo3nmmCg1Ct zVLQnf4%;A2u$S#4n3lr62Gv|6p~VbHzV-?Dg7AQ$Y&PK(ljk#-wxKpR z>R!cvoRMmjz!O<8+L;4-Sz3nF6CTG0B_h`U1Y&Z;lMf%m`kGDITP4E%O$lKccsN6^ z7{Xr^16QC)r;p(96G80e{sF`(wWuCmAEAlc&7m-gK^9GHLl?SgAqbZ+MA zbBf9?@SlR5?{l>Ppr1gDx=4#O*!*}$_RThGZy^rT`D>=u7r-#@L>F>Rlq@{_l>@=? zo-Mjkw>;jcbZMJ}N*F;>GOAxW-H)k9r2*@#RcEFW)lq=l@!SwJRmxgK9+75^7(al- zRL9Yj34VG_vm#aH`Yqt8?4tnEMKa;)=jz;%xTeg)fhoRK|_2>92+e zQp?pi@;4@HBq_p?%IP>Fa~)+Sl5l1-1!J)*x$cZh;|^2c8dEQCESDX?U5w$aXzTFw ze2b3Be>j3V%Zw3s&-liNjU#@yp5z4pPfO!gER9GHS#fpmKxN=cwb+~0KY$1VC!?e0 zTy10*M&46PNNZR=FkF(g-}vIc`vMKKT|>srLCh-1xu!i08SN0OKFJ|IMl%}#kn_x$ zNydmYnfL`sDcO7Tl6G#EI2}G2B~ECs&3LdZV>$g+Ap3L4?8R;}m|b^tm!z)bfjV2o zijrsT28csKh4C-Se!2M(z$7TKN02^89%or3JH%dIlDQ1^?5;yGq90}U$KOctU<4QR zJKAF*posg4z&_OG5`abrhFN=;?RBWZo8?H*GX54~AT<|;`hAFIkDx~KYJTi4G0mJ9 zk_izcKSN3B3TELKcBf|7pa=4yF@%+|&txlpi*aWaM@OR^vV0Y>h-VTBVE(o%_x3^6 z_M;LeJ7hu6fNTPih^hpDzM>ta9hv;8fYE$aj{P&P@R+<6JK;0|D1yG@bu3@4<;~fn z=rm&7RSPIwH&d{#*_9KF_?vj~9hz*!Iwz-qO5}QqeT>bWj=CY6Y$M)FF%jGM*a}Wn zVegAD&IOks_bV0$jBvw(0l78Y(8zYKJ~-*ZF1uPwATO009v}ZAyZNrN1?q6v)rGxP z2vhJ#Y%u(g8%&EFELT{#Pd?7zm1+Ol4)pnF#fZQPhDmM9XiHz+uA# zHdHuVgmUYon~{Y!N$RDpt(Y+k1W{eD0VtZKDpVL2V2ihh@sT)Mic~10@ln0bpgS-w zJpm2Ckbw=EF-ANZ6R8m@5xk`sVLMrdlIq7$#?7;k5W_?_0sax{sMakz4E`N1*P}f0 znjf|v+OMintD*>?n?m?6V=_m};TPB;rBhig()?I%k%!YPjM)yUaqXgfi7d7v4A%(9 zjYG)j<{+G85ur9zfgDE(m>i3bzUM;_?6&*UaY7A8DY;kloGzS&>N=?4DIk_&h-Lp! z1Zwu%{+;fyQj=R`Vfpi5J2P~=dDT2+x8c#o;z~SRZ-T=URG{Bvq{tc*;b+E;kuKHw zF0V+%OgV5U{r7MRkKK}7Q`aH6SOd#U2*q2Wh_GA-NGN9?RbtbEDr@G>mfkpE3ZX`5 z0mNb1aIT|F++aG{C`j{PyZ{=B;)SzfViy1cNXLW>w)LrQ^TqpcxlkGm2VAd|oX52Z zf|gwjfSGIUvpwOjxT#3W>QN0!MJXf#M^wT{Kp-IAD;qn9toR*nc(ft=DQ0MdSE)n- zywnj8JWR#1`~wy<+#P(Wft_J5$xSnik|k$A{d}Nf9TD+*qLhK^Es^aTas$O1CLTfaR=>Fz{2!gjB54k^p*K4)nuFruhazEy_u zzV)E0LV@7h2)0>;%f?0{H#+l&U2Qc`km$q|(pf3;t>>T5;t?!!8rLIEDOx1*s64<9 z7lsxYXC#6X*rNw@yz{zNA+#=^u~bd?!@nx;z5~`l6m~l|=!_#q8*9{ItQL#Qtyl>4 zaN$D%m|llvb(&wy32z?VP4O(U?L<($3+VL88QE+hQ8;!=W!J{aLWO6OPOhxu8u#D) z*OVbD$7*8oS;6-)l=WqAfql=5c6&?;uVPzU@W85tR4NoK+dI|7*kV*n_yw@Gu3FNG zshn}zA<`}?7K_V|B}p~_RP>SAE!A`uqDMv|c~#8v|HIXPMK$?+@BeTD0YVR<_W+@H zq}PNRkPcFnjv~DaN(rHbjub&eq=V9nNRt}6bOaQnHwCFGo%cVV@3YqL;JFX7a*#|i z_nMhKv+sSqE(r|3Dh;WVo#SIF#(=Q)FB7Dfh7^BCB!Pwetm?-aUrM_Yq9Nmi=ir{6 zEheiCNc$THIe9}ey0{5)04G?QUsOBb4?^R$sgZ&D{UaecHYOmSh%p~8Bka@4SFHv+ggdzyPDy<%34g~?;v{H+;3*yr} z-X_e#6`HC=dxuIe=c762@Cn~HPryq0R}%3IBmSjeesdugC~;NA30u{#$;%C310eF0 z2*qEz1zyXGIpyk;I;|j*=+)P{6SVb z2k2CkUy>`TS4Gc*BAuHjC5M)yUs+Drp&A`O_sNKl`n@Nu3GfzaeB-8O_CgACcMRZk z<9`PsLtN_F24l~u2p%x9-mRy97^UEzqOG)?8;Kvan4oi0N{=DojS^p|6gWMO(*Qn+ zU1o47>oaZufk3PlQ0P6;hN0c99!g=J-L2=qqu2B4nk}YH2n(Z~N9udIAKJ06!WNNH z4F3Vp)Humr82I*+6rEk#F-$4Vbwjv^6IAH+c8{mwLQ9(g5dq`3=Z?{gelmFu>|NA< zF&QN##c6!~PUH0<*B4Zz8D?V=^t5LTsr~XoGAfIrGCfqlZm0;0kfskHCwvU_Yvh?B zCc34=LIylr!_#k!NLO#Z>O`a-n2mELJmP>6p*{ee=xb`^hxWak)j*Fh_xrHBa*8u`EW&{>1c`uvTCQFvTk!~OED=}l&IwiU-n^T;H{w5{CXpny#VySo zAu{_QxaMz0|0D%&cV6Z?TuTsc zpUF8WKnQyxcp7w~={Iir)a%*RLqiy7gqYeY2{9vGg%XR!{?Ah~mZ%6HIikSun&eH% z!k!+V-fB`vl0YRvNFCS?!0tj($w*2l6)Q}yVgyO2Dx!9Mg1zoYZj~WN|4KrO4L;o= zJd+yJOk_#~w0seau^5)({RV2C`qjiGK`busJ8b?JwC-N2B=B}0LgP^k~K8{C2YNz2k zUaCEYX7_A)_lq1PqhAOhaGg9kzRaPiSS%v6ms(Ob13;*LeHahb#VZs zh+O8%yWARqtf~rr*lVxt=C< zP7uqtLi{#q<{5KIw=@58F6yV2kcXF5N6bvu1CwFqH(cRWx$38~T+EJk3ULLz)VXGm z2&$r^XH*~l;6$xT=Zl(h`y<=*{HWgdaW^`$fOYYY3Pm0;TWJm)pOEI;TQ}b3LP`LqbD>ER}FqU>VWYuP9P`hFXGu?7m(eJJ>`8%@&%Fc zkjpDozhC4hBfTvq+Vu$mbwQ#Xhz_);x}7odj~-tynDv~VeFYVRA)b>Xxr4qXTc$>6 zlBR@w;dS%~XCDlIicT={>wP*H4Iv;G6Z<)<31=?4TmZ|n?U4~j z)nO|++&MpL26LB1Z_Y`FbQRHE?ZB?6_}zC*Hy&vfQdes4WPA95=Ka^n<(P!*^J2?t z)Po!vvh0v?1YSQc)VM>UIxdZ#P)t(am@%P;`T9UN*v^59yN9sI=SlO0QxBujCm^L? z56pvO08o)MlRQxBa8xDFhHP3Ng!Ctx_6_5u3(S& zgseKVMrGIs;!9+~i&*^D67q+9`>)^)*Z^K8_Zzx>74P*_(}KN~l%n*)O!VcM2$hb1 zF9S(`F8Gzr4*j+Vbm1LNXloOI=!xM@$$b$2xIw@n126IQ>?26yQTxRr>IC!r?c=-s z@-hEyG0P=iu>LRc_^7r-%jNlJ_#;In;!H%9J8TS<-xk|VPs;V7^5Eg8W&$GX9I`~p z`$Pz)p-Q^AFhoPYFZ|<2ju?4AD08t&Z_b82HSs;^;edAmD$j`DZMU)lh>NBL+8!}* zD_L~p+2->6;i;h}<3caY6=|*t*|=W%rNBb};k`@s2Ps*9c?lnK{_S^p-AUQQS^PkX z5mHb30#l&C2eme-sx}xU9&g?ASr!x--!T5#i*YV9{0|VolNP{#IY;*Gp*pkIK7@kP zcaO@EI27A$9K$QcRXrl$k>DU?wGlF5h2L{+09-R1gy?7RZ?((EU?SR)(X7jgjK3jc z2cV)t<$QB35UcQJ0E%ci413C@`dJ+Vxxe$E8`p3%3Alh)rZM%IyO`DLkIE1~|HW4G zmo;c-Q>;r%+gEj_rHup}hdCoc&3^pCxyD>@A6KZyVOmf9 zG7cvc72OlhjB0(KmlAu%Sn<9PWO<{}qQnh(inF$U1CFG58sW$RIc9iF3`y#gFEohJ zgal+5>x?ic>;Tfk5i<-pkod+uDWEiuPS>^_r!RE%*F97ddyL)>KT6i_<%|37!L6*$ z$_h_z6Y{jRQS5^@_oRGDwCTXw7EKJWKsb)$Jx@Tg1EeEhH(j^DqX ztXI2tP}n~Q?-suqI+8Lxbi@lNGP)dZ9Iy-c%KSMnZ2dn#G#?YKZ^X_G-`O$g6*3us zh~&J3_L2(vuFF1Ii$0Zj7ylmsmhw18EuS059D;8E9u-GiIC+OxS)}31r~l7s8}L8# z8wds^c|Hmv=Y?7W3IRwi0sx2{35Sw`0Ktk_0U`(x1f>L}-`9|Y!7*SM1OdVTN^?;# z0w6#g3BU;aC<`Knx&fd7IAmC*o)m;Z0MdalfN0nZS~%J82+(9uzMq8j@FaTs_y-rt23ltC)tHgogTAdk<$1%iSxfZ=#T z5)|K*K778qd?NF?#S)AF36n;`@kd(#3Qq7eAljurR1~@i0i}bzU}i7?5JrFkp=s5| z=w_jUc)LazfvrB~yJkAxAq47?0f0sl;cqhm{!Subc@k)$#|&cKa-2wfHvz@d zuykDz0a8GM-lvx1O@-9dC;*VImC5hgi~#_kR){{Prgi9cP)EzGBOD5*+e5%GU^qbn zkxd?CHp7&P4sU@469g9bBk=9$rla7md5fSq;PAO*0$l(UCyp+bmyLx13>_}KD>vtAzni=+6DCeH5HUpMlSk8*&ZT!;vqz|%KD-1d*UqM z@gE2X9cIY8(#Orl+Ln+q-uf`}_&Y~~3z|TS@AqNh)YqoX^7k?jf*vlfU^;~{CNLBr zA9hSxjED-x*B+~r(qq2ijB@YV+8ofNvc~CaSOd>=TNuG`wB!^qDTSI&5*(^aoqkek z`bkt+i9L|tVf-oY@dx5T{44@;G3o-aPjxPwqfo^$XWyF^CW&T%01PGE7)*B_+4K#S zv515+6A4YMR-+Lx0wNed@cmdC$hxe37xo3^!2UuH-#8$hHzpJ0^|;IK+rNI_^ObFa zd9MIi1_F+sVBdH;4F8l#FI~NnC)wd6#5%yyK>Y8*39LGY`xeyj56YcXFT$o)YycAVnVlK26p3kM)!=>UL*E-W1h%ZS1+ zG8D837z72v;9p7c7#1EH{1WzmG^PJ%Uj?MW+d)Z6Adn`;c*#ib|0zZO#~Op|>RDz_ z-ByH;ku@kNy9F$`xI}F9uf_kC&GB?5G{Ru>>>p$$aZ0pv!~ePYal*sZ9|p5fF~p3J zCKwmQ#wzhSf{Gl&V`QhkK=sZ9`B+Md2)!7&EM2?E_(N-b7WJH4c-4xSGAnu$RnkOF zL>yA%4Nko2$~u{uVXdm4OU3qboTi>r&cl~52hyanENfQ~%8$~$&jz-Wx+L^`yJk4m zOU%upaC{b~Sj;;yE>fm^s`Pt{E_>dj%Re(5Kj?RQ)_+>oOQ1ZkQUC5FDmjh`qI9^t zcSdO<>RM_Xp46#Mo7uKz7CDGgS@#TK>Nrsr8`1q; zBw6FA?Q1YB)65$jo24io1G|f1bXzRNd|yp@`Id1>Q(8vdWPPLJrQ7cn;}nY5m#lWO zKCgyHR9qbeK~ZUt#B^*X!^!=}n3)@+?loFBBcj}H;#si>@`gj|Np>+;MKM?Sx_EKy zH#*b@p~Y;I_XB?{wX+zlo4t8zi5BAeijFl)^Erw3isYgZQiac5JG};nzpu|ExrGcG zgs=)+pL9Q9ufK?^&|EU>nNB&1=9n%lH0rxvYwP-K#V1W$O!)Y5r>Lp(73(s8!(3$- zX^5E5yuLek162QgdB=$u?w_F5tbeOGp?Pv1BmXx+QWed$+}tWryQz_KiK<`HuUco3 zDvWE*YyZl!T1dafu4iQ?`8L;=brnPMX=y5_i=%mhnpGT@4-7XjQ8NtxP(0=L%Abz3 ztyP9hS9*L^_tiHdiUQGAABdOpD!SPhWkYIc9akFQv8!_9*H4#Cq!O}g}3f8Me7b=(fw;^?eu)OnwQhpwrHA=kjy2- zl|``en}t}k4!Y@RI9T!WgN(B77ZLtYvHINH7ST$Dv1hT(@=oFE5oy=kF>uIDiYWw( z#m=x=%_OV{r(m3%oSeyBVj)hxPkC9za5BbYoY{Z(^xz^^!P4OykwumFoyacu$@oLc zP2v~^gCk2>oml9tEHg|Y?jfE6Z-+FD-Q+Zj1Zg1CXGKL-ZU!ww6-;>^v9WDdh7^)5 zF&`-0V_5`B=*xqPA*-)1>_gN&qrEf!A;HqfV#vFS5bfr`*Jf)SYxx4XeNHaN3r@Yg zc5$BY`&;4Ubrc#HB`Ef(E?GhBtF><-Tw0n>4>Dto`V#qIV?XPm2;5MMj`M86lTlMj zM2T|oa?}(VC~svOr>;s$ zmc;m*loOP+Hd8uVnGbn9n5llKy0$0ak;oDoD@XG; zWpb)%ah#^47EpsSe*rajb8~x|kS8?FA}!&?^plF|nxCZ6CK($t@G(p`A!{axg|gD9 zm-HYZC_z`Ak6~7qGLY^HvgeuZzKX1yz~<&0-`{1x!qOvntGy}91$^*`AfoSLI9|%P zE??K4`^HkJAMEw*_teMW#^Po)Oi2v|WwlJDxZpC4G!d+UyvLb#q^}C+w3AL!Q`BvS z38ZJ(^vIz0TB9+l@r#dK?DY84k6V`;ekXNFW%y0)GA{N-VkDVmg`}0Ht}rgeh&xKi zforpo6CJseL&pg}nT3gu>u#X3^swbYbSusgq+UOj=NVo59Fgn&R*{{kOuNp-S$_q3 z%k=UURdT%5SVI-VFD2isGDv5RYrk*j40b_l>W_&=^@E^v!z3$#2QQ1H2OIK=s#)r| zk8Z329Y`{e zPRsMj`Ps9Qjb4~Ye$qTJrKf8mbaqP?W^`UORsS_m^Fmyhlg!MJ91l&wU#1Dk>arY5 zqThvBS!Ff$87Qac8=8BA@2&rqBad6xGhOBf9f}C*B_<{&`Q~B*-RB1s*)emaW;RJAp)&y4i0cm$=~4|hug>tC<0oY+apYj#>@S{{>m|=d`&RS%rbDFlRVn)< zS&>wOD~T%>w8^Hpon+b6z)Cl_vI|e~#oY6aWmZ=Dkf+)!eGxAy-Q0FDa5$3M?d684 z_@+3?bf9}HLaxEnfRdphAtr94_*sZ;no}F_i6K`cy%18K-~Ts!vAx8tf&9SREgb9V z#!9TBZ2j^hkg_03Bod#o@}`P;rRQgoek^?N&ve1YL4D<3maL3j#o7VA$0hmeiUx(4 z>R|i$q9f#jCe{Wcl1H-<|BKUd?bD^6NyA=Qal-VTy0*+cnnG&N`s(Vor&1qjq^@tu zIi_MBF}>C@aiuJXts~wsSC{d)b$*f7JsQrms$Rt?(H486B8>TCySn_x({l4)ppt}t zf>zABo`r=k=0QmWHKsL?an3!#NFFJ8(v=*{AW3`t@Joq(v3_?+poXuJrnGARK&KrqJkv1mlHH&L7#XMNOe$ zU))nDP2ws@dIb;SnP=!0XWNmL5v0wY46z!C@!=Z$Eukn2@eRoj(#SXt4N9(xeH|mR zDg4>=f!luob#9P{iyv3}!4=2dn96!pu8hRYbCz5l<~@_=jKm&JPm39l^$%gq-i#NM zQYnx$QHYyckTOy+wt@s&?d78ZXGvc_vobePN+L6z>AMx&X66zkC6@91xaXVzu^8$# zvf@r5Whwq{@Ni}|;-_W3K0z)S8vx z7#^BCqRhcT9P=yT2Ub#EB*nOP`u9!NUe?$SgWKC{NX%oLr@T< z&Zey7@<(5{Xr|XCE`gEJln|T3g=y`hj4OZbKRnY{6lDT$`&@ISVHyu8W!8@LL-_ny2t>E;{H`bO`}cYK{Fx*cfkOj_P7`9ZtW3RlX)!UuxT(i#%n zau79-eURynHtP)-EH2K@Zs^u%otAA(#2;_fpAfzfh>guoR2`JYM1MV7Jf8NZzGc;E z=)d!gTyI#xq^oo*nl4wQ;oW-tOx&jF@|?(Lyfp)F92SA$@e? z{2kf#HiAJN@|1?!i;fRh5Y!~(oo?+-dR@9;bPhVoDmHV97-*;=ZPsK@|0Xlt=vM2S zrLDQwLD#AvU}GF%sI~X?juDG|k44Iga%YuwQI-)MM+lESBhOW7l%G0t#8WtB4vJ~& zvwomj74~Exx%=-V=5TzFR%J2ABuC)-+JmBFo)t2!l$ZfJw`LuxwPg^KH(9R`lAB}w z3DoSLn^=jg6`jbkqqL~~;Iy)7flqNfo3yrdW!x>yV^3Sxg>w(iatK;Unun^A;*AGN zMcKH&cpxR^8f0JJf$k{zE+jw1r$nTF^T{$_ka*U&fJrCrH-M(#bp z*9#X{G;k#@>el11O@E62{nKfH%k#osGO07=^5K*EMtLO5b@cIZGTN0m{8)y>aDnwx z%%${QDQPNOH;`ada+Usb4(KhZq>?@x$56=ZJ7jayiYKm8q-h50m9M0t^q}k3Z8t7q_ zg=uWyHfp|lalsA$qKUs?cxH9H^d8xBD3WKeUfqW2pN!8emiGYlPwf+9#ySlRV~ic8 zDJ6x(Z0~j7A4y?IwEZ+W)(30>PH(#zR!8C&sZvdCqgm}?TuuWRg?cyXp6(U{JJwIf zs2kh+3C165YU-{t=DXl^{~WwfSQfMtb6s~>M?d)qA9?v8_<;NWzy$w`ym$xY|9>vQ z|HBeMczml;peEkIJ#g)}It18m1TicAxwY~BCQ2b;=FRhzPTJJ-v+M#R zqOZe(khy6-srcc=o9#D&(_+XX4yJpL*}~5LCb9tE9OGgmW>2u8lcE8dEp4=xg3_(F5J%Cf674-}>(A z4wKBI;MG+y-WAA}+@K);bYODbALQ3}k|yAzLjeZyPS3K4@-Ag*TAX|w{i?IA;!4xr z{zl?Mbl*M;w@yGOU1HRbQNApI%`%e04;)|z*-!G4#j zX5Hfz*anbTdBkU~o|!aqhQ`96XLb3S63;dAAICg8zvnKoffyB1xfjViTp3T5(nJ1% zUI!w0-yHeZudv8!uP<)%i~Q9-RJ+z(e3zIq2O%L?^bmaayboNra3f#S!jYQm>q$b* zNT#I}w_|akH7%IVVqPrp+^@#c=JBLeG0W1DB_Rs;y)S>{@gi)IW-OWVeMRY^x(>nNVp6`NfM~U!wz633pYyzf_<&5Y^mpzT z{r->-?i*Dz`6TCqU<#SlS2js|?i=^j{~>Rj{eAQv0)l8$wP_5xeB-FD*}kJwvu4&X zhx;k^Ocf&Xh9{5c+D7H20(I|vAuN~e*HWX2`$JcwLEnW#H5au`Dku?WlN8WcyKf{A z4Eow3iohZ&Z4*v9<^%kjq&HL-bD6%y7n}i4CR+!Po&#F{@IzJ zAb4n>NyBWhXrD$TCultD>(cYHOr>iUfAz^P%x9PdD$Vf8lSFA-zk);h%!oIeRB5b^ zVSdSJu0?DF@uOlKzOv0H8lfX&KX2C%d4HdK9&m5=4b%L;NTyliOS5xy6%t!C5cq!GnwqH~#P?3>&03~Er##$9!SE~| z5l%e_Gt3#iYtnph7TF{as`HZ11o`aVpV?%@LRu!OfZnyYtKN1R-vhZyUm%MS23NM2V zC82v3`m%FubhOOhFMdTbeSX+=D}j%q$?9Rkka)DO?^o*p#y{2Tf@n1+UAm$245TD4)skRXz{Q64cRxs?~8 zlSyP8a^H^A%()>b=N~VCXKwdKpArxv`nnPQuYEwhqah%gagWogq?Ch+I%LUHa6F=* zfg4a8TenMvU9UUIf0=2G{N*L6;_4>tVQ@Y87JOj5B3U2*gb@Uz`4m61Mnm~gFMRB3 zG>XK-=ZI1S|87RVuqqBrl2Xj~B~X zun+OqKW{ou>^BdY8zFq~eO|ejqbh{5uD|JT;^l)=;aA4Av&l3hPa4&jO{r3pa6*JJ ziYhA&iQwRtR?t*WkpR$ZDs)jh>ZF zeZOijPLd6`ryYa~eXi;~f0?*sqIHr1duATNz7HZuliWO9v(p&0y&l49IE92U3C5d> z&`+R&c16e0`_u8PioaV{2~&_5`F{*^Hg(f6Zh52z6w;AP11cg~f}aci1FX1THQu%v z|71TREhgY>5tHP3SvrLCa`s{4pYY!Kb$DtPo^e*8?+}(cNqco)A5glM*v-B?l@9)T zH0C!)+o7#0L4-J1&(WmPvG0sR`}Z21T=ex;)LpC&YN0Ed)Ittq@;ga)a$vAwjHxU4C+!@t$XpRRG54SP(dwkoW>D(HV+1O8I2lx>72 zb<|_TLW%xE>z$q>0hH(km3thO1CU726uiTc`@=-3K+LBi+Z z@gajbpWcSEEm^p=chAE&*bD4NQZl!Q%?44HbrvoxpjqoE0sGgt>`YN>GavuH!rY)% zbE;8=mGmS7dpOg6J^0B4X=#bE+8CUB?1$=!Oi`%MdS?akTVBv{?XeVBDe&^>B+JEY zu`cY^FULW>By3$2VZ+M#_OiFv6QoM5<343?H9DFoDnd;#>n-X_tz!HAG`}M37KqNB zHV%Hzo}E_VIQDgA;v-3quM-;!3l%CdKTQ)5mANmFc^JZZrdCb$6f#Tt>ov<&5kuv$9c=1o|xH0qM{AptsZ zF1Qz`d-5M%ZK2+!-3TbZREVrDDVkO|Pe7<@#@*98BrMtQOn7U;cwE9N!!tt`S10`Eb}Xz`rwbgSj(LwXW+b2re zQ#Qw`yn2^qe=#x~>a<%&@$0Ff2r04Kbenqh1U`ZwkKtU-tc`=^t`SCP@Q8g1(Nn-w81*93Czr8{crov>Sv4)op zSO-0LYkC_WsZbcTDDdxkIMK8@^E~!bsull&y?iB`S*FovXL{9Po&Ky+lpMpILNDTe zM`4)XJtyFl+C+D97PPbTeV!I-mYD0=*w`nLD3bRR-Vz*NYrPvcqrvU0yUAXx;pO#C z*&&E|vZ9t3<+_17mDLvI1CiP@9GDeUbw68Tz^|XEFq7o{ZUYND?ebxd-$!R3*Vcme^imo zP3GT>sc-sZsfibM=V9I?G&^DOo4eu+E&-4%x)1)j7PikG7idYG@~F=qrsJeL#%}X) z*n0zl|F+(W?)ocP|1hB9YLDD-EVXDS`seG480T!DKr{Vpj!ckDE(%i{CS z{(4>#=jc(`WI6U>*0+<0xL4tGBr}ZRJdIT_r&=eI^Y!}}R^8I@&k|&W-k}^G*k!_3 z_tQs>`2QUdr4K(Cw)yHp6lp2PLWzh!!E(JYFWJA{Y%P{g_(Og6Y7w};RKQh})VnK) zA`4RU#3U}DamDU-(_^JiKApz`NkTuR+ZlM^rK=0%Iwy(j48e+iT5b2VPaYBkv9L7~ z@AUZT(=KWaX{$Ir%SyjL!x=~QFOYs=`xQ2yd+BhE$9N`Ib=ky?t(UXY`f=!CiCLZ9dWo}iLcZkC|yDfGyVF>D1NjF zfs~L*{7r;2#gPAvYU&{hZ^OMR8eKo6K9b&gE20*+Y;Hn>W?cWgy*oW#g*g<5V8t&6 zte1waUB3}N5|d_3D7^CpDj8n;zBi92?OZh3!hK>P6!()V?or6U-TYWXxo{kWCUm&a zID-BH{M28ga5etT9vHTZYQKq8=xaHZxP}l4sXsTT)rdiqcXBy`q`3GuxXLZGr!7Dii_aOCuoDQW)ABm@bJo%NZ8vi>= z^Cq6$T4Ty4w}_?kDlTqqRH4)so2|!?-xGScjuoD@lj}N$iv6$|ZAw=fNl*$MBF^h` z7wjfUP9mdt5##b7prhAWGj3F9bZNz8L391nr~}fI5ziAN$-TkST@9gWCi!m8(q9T^ zh)++DIP!fH@2r8dI$TSA_ttE_Twrz@;C*?K?*P?FmvANSrH=2q74P`@BDhau2Y9I`nWVq-Q+6kV zIv&sd2e=oA2vNCp0AMZ{7EQBOqV&BVl+Q%iGZ&I}rJqbPT?*C+MKmEY8%a2s8n1(d zf2|XiNUP%1@}B|O5=j38yckMGO-=3JHsvvYNQel3(TA>!Vf=k^vnIiTGU`P?coYLX zN819Xhzy_I%0qn_4wCkinJuV(y+6tcEo4vto{x01P7t$W{sZJ335$Jay7YMDz)Fy} z#kY^^wyf4%6O7sTOl>2#n<+k|sWO=SAD}ywBx%TDH^NXYwL#p%K>E?eMqQK2ci7VU zXT4|DuPfOErz||q(+bnXS!M{r{sSnxI#(83z&qQN?i zb&>(tvQ{T-AEua93;ohjmN1^Kuit%wx|=6b*-}Yh_;{tr78jNx8``q?o=e7Q}k8oa?7-o}X-5!PX6y|Bp9?4oeo0Wr%xXRq|^VFY6Y)M6-EirWZFWyt4jq?mY&Jes+ z8g_7RV3~+;7=(49sY}Yq`p2_cl2V&r?r5|iNSZ5%uIu+uJxqxj8TQX_P~ub9HD}sc z=4^M!WJ%6r6m)(MU>Oe|g;*Bz^Q^f=OPO^Ei;0-k$Q%<2hti1a_Cw5Ehq4vCvEk|kKPxY3T2GTwAE7x;o+0G zUilddGt&@{7Gxz}g81M%BaBH{z4I%lk3u7tO1 zSmI@R&gf)>c6jZ|n+*F=Ov+?fKoY`pzVGtx^BRz<^}(O0dx4Z}&yFKQQHY<5VZ?Wh z`GRgl?-=c^Dcq$AH&?izZ(}(Cle?ioPm^kbf+U{%r*R!D)m7_I1b%q8x(RyUD_eYN z*CmA~XF+(+21)X;(J0j+iZU<$tY>$=+l6CBrerW6E??W z(GHd=zwE0~Ea{b^OYAER`j^p73{#;fdgD$(@Bou2sb<3BQDrG|t(fKmRqv>5t`5Kb zc|z1f+Y=12s`6&9;rH#$p%5{U{Ih>&LlFvoM7(@idsOj)Yoa#=H_DIm%y*#dc2#Ey z{iQ#={sSnE&N}w2Cdg%*+f55!yp|R?H9Jq2{_*mil?BhPtI-KYTy~Um^dGvV3 z>^q?yY`%l(ivK8|k8Lsc<+ErkaYRV{HqkXZ$q9(rj|R<-nB1;&d!3ht?^o;5_oM6w zTXDmFWb}XeL`CyyLrwxR5Uhj|wK+tfKojzxhR1>+x9vYZbO}_9&ZlMmGf_Q{I|Bw) z0e^@t!y`lBNR?O>OUK(aqL=M{=kL|zE0ttA)eLTy`5zf(pAKwO3v=O(e-!P)k}gPi z^OWrW#w385x~ z`Yu%;@oPFQcE0?qLdIRkb?Zi4^6C%T1c)r0c1BggR_S~7wOYEyRwu>f)kn>({oN~? zC3=2MvnV{$wiAlKnk<_AN%;vbLvRU zx}S8?IwvtwM^}Zc1!$uS4?=fWhkE0de5XF)OO{7SD6eRN({+rI-o8X2w(wHp}rTib*eKDCn%*io<&z5BhZdrVw}N0Ekx6( zys!9Q@F)=g{2i2wlj&`*l=pFG2_kxgC8K}wsqew>59u!zv^Hlq*&gw-U%JX2d0X!A zu=84Ghm|Ll%ATbFwztesHbI;DPFzG;mjy=FHrRIRozTB%3CXe1%kcH$gtpnUXKM0p zKaT~%bpX?0zG*2;=w$!4;IkOdw@G939DPDe!UWv0yIe=)-^8+=KA<02zN@X58!1YU zcs>Bs<=}fw`KW+U8Wk_PMdRgrDOp4Jk)YcOs1rLz$0gMPQdJtUJ_;khlay&VLZ3P|-6>neYZleXy@&9otzFQ_xSwN%@HZttr~EZUrm(*20BBAi?;2=J6&y@i8P{ zK6j5@YjbccwWsV2b*fqj6OWf^*!kIn#$$z)cSQ3NJ2lXVFqeOfem6gE9hksuU&A-v zG*{Ug8l@d68EDT;HhOLAX;JVxRarNLET(p*k>+6tr*^)eYrFi`-jmO6JC>q8-8H*yw(KQKGd>+v04k4MM(Br!*^{E`XkKF8HwiW8Mk?F2 z8&LVWrf|SZ#*>UwVqc-#oy6o*wRteXx1zGa z*lZ@__;eXGtEF~a*F!S|OO1Vt(ICrUX*_ju@wg@R?|5AquO-X}vd_}`44Mj(y_73@ z`k&i*Do}s3%fbiRN>BwpBe=|-W0vq}*+M|`w_7KQb>n9*a;T+JHDdi17|_$I4*3EQHK7GzPNyn;-iAlV-c z?{HIBgGj4Cv?rZez*z!*Ej`Cp#;m93^HgUkK=HHc1GnGZL(FtSyle57BLg~g(-|}K z|5miLD1mj8RyjaoOYpG@2fNQ1y8YXb@R8_a^U^SFGaK` z_W|{6GZic3FEl>aT)oy4{G{=7D1Jzpf8i|I!QCICa(V6du&(#RdA`A$sji8OVJ5=f zhHs4ywOE$I5UOQ|DX0Y3!OtOs{-V#Js>fiKrWY#ryE~DTH6NyTbX6q+qYUC#xN3+B zdBbFqOzN`CuipKc(56|xc4-zjB?>#b=!rsXDPIt6Zc-Wck2@UOpQO)vf4w1;oUZp~ zHA=YIEYgMS?^pXS8@w;Xv0_^C84OQBDD<>1v9kj&|8E4UqbK7iBbXVBNc9H)gB-n5u}uN(aj@E!P`@pM2y zjzvi>8>QkQ=G`vviK^n@dfXgVoCZ|ktM?(~4=T(L5})@RkM)8We7HZ+)@KqWYdKO2 zUuoo4FQ6&e_V80GsbV?zGw<;-u~((;lr3?7S+=x!f_XrtNPk3(d6I23(Xb)E-*jX} zjo3&VY|;a-HT@nnoC);b485V|sCCNCLriD)qGNzq!^Bz#=#-Z2WScvKkf z1YmgcLsjAtTOyG}EZKwq0FQU3{-n@c^+!AFnWcdx0VFG4*$-?z&y$|Af$75>JTqe5 zt9lHKjv)Gz_app&lI;=QNr=MODLIi7nwb%=dZ^cX$*4etKYIK?YiZxGDe5w1;m=-G z?dXNOM>0uxr$!P21!zqe-%Y@@Mf@;eos{WBy4Z zZRZf~WL3Hxavm$>pJK#ZCPejf7LY|)1?mHt`+B$GR4!P5_mitU=ZIWAVjx@cLDO^* zhOZU+lGb80JA&(E{9zY`$7IyR@tj$1Sq`f@b@EB!;H2SSsz=NKjy)4Ph*`sLrC!g= zY&H9HGXip`Us9{0dn4O_0Ev?>UtOgcbNXqXQy()KmrIuV3gOWDcZiu`C>T1+}hu$G=U}oAuAdNfV-^ohbRj&}M5Jg_WnP2skhmv3u7!pht zapn8eY3{={{pNu_L&Ux%f8zm1lz4%T zFJ0VUt_rYu(2|PtlI+Uyycg)ajA%S`+oDlE8=5fJV+jTZot?!MzO|`ReorN(Rah;( z|E`)23<~L5yhr+7X{E9ATT`_YmhxHtGMlhm{@^&LJW)|^bE^=7-ER5GFC^lX@9m~} z%@4~*6Q2efM60Un9DRnHI{gc+Vp$~&H9D)gn1CFwJa%6nF_;&3>jdlq;9~1!x8kc- zkxvR+Y*bDChMj&T{t$dnL&Bewk9vd?HshK)|Bc5T^-UjN+#Nry{>C=*A7FykO{(^` z;A(eJ5y-x0)%E;jMMCO*CHZbzb#ON8eY;PcEU9gG;smguZOa2D8V0$B3&KkrD}NC| zSZi#dG8=V(+=mb_XQuS_8VP60<2*X59BUBGbN1D0#jlDc3;~h|kl3IcRLfW)aoIF_ z<9KKbXCsj<%@NWo%Yo@yIfl}8z^HR3G)uP3t_JPpis>Vhx%0r3R3jaodyFC4&q=)f zNw>-5_I~5YYfX9f=Lu3R!@HRwv9p)@w%`gR-Jkvo+##WRyl1buqAoD3T+c$FgYec%F;1Q2Kq1M}CMJF*INo>|Ag)<=o?XBDn-Bpl0PjZJuS+JP3+di4h3&civw8sR4llnSCT;;kU^CV4=PxKvYQUR% z)B)M+tP8pooL@Pu8BS<#I709`*!^HrySr30VYxfsGoK&zz)k(y?Nfu#jBAMkH9pRt zSc?sUP!o>Zlj2k~pL2X+$r;TPer9rqjWnM|vNWE@AGSkFE6IM6A190gA04st-|q=n zWT!jV{k&f>ZgM}t^^k5sv{m(i$VZYX@4u{ysJbWeu*u19kUwLL5{tqC>P(=&FzeWk zQMbz##1n2DkI9!IgTZsKYsEYL;8CGfN;t@m4{^p&0W_L#)T_=RSlb?q{x_7|pmLvy{TA zrCqyQs|dcG;xGgv(l)#!)2AO$&wid0`6mc(HiRKk3&Zb7_)c&f&hk|2W|Ja&^NKC? zB_8zO-Ycx5mwy9ac@kW*g!sJS>Vm)k{#*i3_t&ZZFnlFqY5Cp?l)oVls((0BQ8*Ft z7F={FY9#p_WM7ht2i7p+-qEM$7UHYB?>J_S6;JZ(8=!y}TywJsap58#&IBN?R<3YS z7Os!aj6o6CIC8FJ}EMlLvUm8NPXj=0`v-=Au-V??J4f> ze;B19F7rphHSvlgORbOV7!<|WZxyMeje-8(c}KwLK^%))G`N00#&!_>FUC3L567v2 zNjJ#w>lIKY0I%L8Aceh51@a`mu_PBscQGkd8aoS@(AR@Sc)>=U4*g+C`CNvzePi%w z$SLj6)ZY)8lkGOQ!T$hXT$!?k#R=b7!$k@c7G6MXub4ZF$WH_qR%>@+e>f~vRiRVfm31fm*Wu|6@Wf*dM%X&F@&(uRq*=3 zP#1_n_^%lT;5i=8yS_1R1EK@%=i_)Jo)T<&9)5BOM5q?M>og@`s%pI4NXj>&50cz= zWN)V64P`r?B+?vW%37|%J46SLPASb)y{N~9MLjG!ThY+ezSJ-a;a7De! z!_S8aAzFhTb+3MLU~OLw@y_N53e<>h{_+S=SsngUSqUzWYK9^etmK!RTg689@8>pf zIOB|ICD$$ER&4n9jIejW(EG({LY4l*3QeiHTwqP-H=JZB_HF+F%om|H>u-#bLP`P& zk~Xp+Ywx^5Xrge$+9@N;;p^u#IIKeV^4mPzQzc!nn*Jtl>_zzpa4|IYJmiQ#)vHiB z9r5fi;Xvq$O3w8&4dpiMehUx$-y77d&*Nq*lBzqOOT}-HS{hd12wZ z8)*%G+|txGsCs!mv8YDEDxPW=p5C#7Th>GGt$lASbiL?54L^($APpEP;!bhUpgnec zd&V}WNulo&S9P}Dj~M|&Y=uGp0C~g~p;52k{{VQ3g%^U4tS&%RPb}G^YH@!KUb>8E zZ1IqwlXs@>RA`|mBi>z5z83!gS-@YR-VhNDqpz%JD1ieX)-qk4Ht*YtO)8LJaWLRD z!%u@X0k@QW>gxrlN&ZYwls1BVH#Xr)$AzEv`^MxE2zQ9GRNt2S$P)2*AN!nL%r1=% zxa~WBFp|;ny8i%!H@_xL`9V}P(;LO43uN4VBQ@;y<0(#lBlqKaRC&Os)uCGHzK~NQ zb1>Sk7oAU>B8r95d^4|%UJ^VB4+`QMz_F?7;T0Z-A1^YHCZ#5A6$6E4x9u>eGb3K7npasz?s2!AbNhGiDsz3X@!hvW$Sd}P!Mjm7oe3DG`R>jmg2 zdAojnC!iJ9{vTH@8PdNOrvCFnhmpbm0DlHdnAxgu4tO=@V8#Wq zY1+H-`Z~?hNLC(1dT#GY?*R0ZaBj-baoY|nm(w-~+@l9w1?vQlj5Qw@C<9}ZpJ!M_ zgy~TJ4Y3e{Itr=tf;s-d`76d63A??YoM-?ZE|mJhkvl=4jg!HJVGe-->9dY;9{|<| z&p55|#~}5I6o>}B_nHl*p-wYYfIA24^?;&Lu_^n?a5kt=K5!j;9Z83%Y4+fR(R2&H zo3|rTQU!7M{AFufaX3%=SwKRK5C`v!8w)dMf#&i1$BH4%T_!0Zg$PsQ&J7@icAp-x zra&AO?~BVW1maw;=c7Gk`EXa@U_z;l~1e z3QcHQ@%&{fz%`@t)BA7&Kso_l%)P3<;SPz*d3(-?Y@364OHO>pBm=`#M)f4lRS*VEVbx7_bQW zcQ0Mwryy)0SLEOC6b5???f1`FD#7yxdE3Sfq%}sKb+0(-0N5z~Kh7c9=7{(meluXN z9okOybl@q#T6g{*Iim;&_&mSo-cmHVFgNqoNQgWdzIom}k2JOX`^z>=*+J^u0V))d ze|cnxWr6u)ep^A0ezSEQ;U+|z1tTA)C;{2oZ`Z6~_JD_u^7pk*fSe{su;}gqI4}TG z{I`;%3fL=%NlF#At~?|d#0I}OSai+=zkm2-5&&s(aZ;qb+-!i2#Xo}%t0$0E!KGbk zXoH)DG|4zzHWtoO{3bXkdL{a}1jpyH9dNw-4_GFvE2Qg=fA_pWX~o%$j@otDrQSX$ zEYdb~GSTYtFpD_-1MobGihz=Y*3^euE7P&mY4!)DzWOj%4K&NA z*71f_w4>($><3C`iT&ax!{cU;DbSDG~nJKLhKOu7xk5qfkK^}eca?oeusm`48j|2fvsHK zOKoWni$6Gk2rnZ~$m=K$rs9Wvo-(2{1tnG0nc z4Zq$4T7cazc>JkW-qU;bbF5tjfNEW!T50rfk!-@&MIy7qfoW0-UGZIb?~gbP0Ms>n z!en|ShaMq6Sh;aajxirh(HT*rn&cD(4b=@wSKtplr#droZzbj zQmy;I4NAhcIE4w&34F3rM)~!WvXq5y^?{F%yH8)|2LXKz5BL2sDnnaM{r>=rbOca~ zi_dC+dGj)sq%9S%Tr&<{`gJ`0aOIK_bQR9G>t3*|04CdI*3HVns!61OhCsU#fgil` z2aCUgUHoAPaC$!xHH#;KM!&scQvzLC;Wy)YIx!I~O;HoKtQmuFXD`<9aq1l~b?)NApsNIUYt_eLS4ENc#sD7$2;l8- zP-WS0x7+6*V^Wd5^L^uB2WnI1KgLBjm9_X?=Har)*!*?#mQ_9H-&I$%_i_=v#zQ^v8R2Ae#&FpyEC6aMk;j(%@A<1L7cf)2h7Mp_zaKGVuFVN; z2+m!f>js4iGndW400Kld{A-MPkhQ9RjG+QsOQ)Wh!H8?dsY@rf)&UgmXlQZp@zz4B zJ_4uB%^)D)oOO53EPaHv!nG6Arv7|nKnvAZ?~?>{$O{LlImL^xZG!<#d3raMB%y_x zL$dR|qFKO_Fo69S+b0{%s8WpN@at zEH??(cC?zI0hYka%j0vK3xBW5-TN^~VM6x>RKRB#n z-KEKbqUdD7(M#eV>*qWfAf7|m_vT@~3K_TOvG2{qgn>GTevY447Cgd*=F;t5QvPtz z()TiK{=I9g;S<#!Q-h;?na)ZqDCwaa=eeD6I8yqqoTqqsar5s1Dh7}HInJGHBVTz# zmg)j3_4xb68A27?h)v)f7W)=7Z|5r*fl(g9J~ex}vIn{fs_5DE^@+I*9ZTO!i~x5b zALQf-NKQce`QYALkQySV5&r@iW+#SNQeypOPZO&WVd#n#;6i^%>m6ps0J_ooCQUPDIu4sc-*oWG&o0i>7MoTX4CT6OKkzQ-x6@!uIJ0O`9| z#OnYzIE~=6tE{#g1KkAvmG4We6cx3je~ci%9N?tn;}EI<3V_;OJ6q+O~Y05$<(2@Otx9gXmf_i+4}0oLvY5 zraVkJze9)6dCnadst){_U4wOr@ZNDXyaRvB^N5XjhX;mp)>;r=fMd|D@q;H^A;-{f zAQA&&wBjkXYdbJR!jk_03>Lz>ba=ugp|fU&9Ds=tICyR zCxCK0;lZH8Bu`_~JWsUF6ons?lm6VzJ0tgqHA~Cbt<<2}_#Yz8`@xaq6d%CANPw#B zpSzvO>4b8$E!wCjMxV|ag|iL|#s2^s#QD)qNLsgVywV~Bk6xT*N_!g?*Wcbl6efa8 z%P#fLKaNCDOiUaQU(MzDbAkxGS^3}R9$l)?4fenwitYZ+KN!J43AHc5^Mo2PRoHZN zIX&bYr2(-{y>8}-F1g1&dkhAZDueJh))jhmfWHmt_kf5LtW)jhcsB#sG#)qO3^PkU z1^oUnDFMM_@7^69NNsubjn_A!uHFGTy2-e#Q^`UsZqmYR%h*Ufkm!Ws4Qawq)?pBk zMYtl%#bfFMjd0&!Coca0c(@T+@%8@zJQ$U-t`9`s1Z!sE2Da-ER_JE2K;-uC6HX6| zv)>PluwFc3(jxM7Tq8A?FH@mSH60r30zhg_3#+;_Uo#~v7mH4Zoxk1`i?nPHI_BI0 z6bQVd?~F~@7_IN)8c4j9fPOI=E3XQaWoEyZgr;_&^wilqjxRkSm*dEF7Ha_Q_STXaM*e+loO!RDtRjv#e#%TR;@x?c*KFDOnBelfi)1 zRt)Ui({lHck*18W9BSlNUwY&C%}y;6De^*Gmtiw@4$W&24|{pQ@r+jkLLPL4#2`9X zA>TcG=La-xZ|A&%Q^_Rvth4T^VM-RR&$Q=Ao?qo z-;p<;Zoz<~=sWMMfNq9L007lp#<0X(2@3KjA$;J`ekV?@oc~3K+`}K!vxlxTC zd_Mybumqrkwo`9?Wc2Jc5#f4V(6D&DUj7_nj)=1oyu-X!A?OvpQ>j=Q2I`zER`--!A__qOr3I_wnNoUKAIE{fk zYX)GQs3vTJo<&YR1`Zr2_w$a&(QqLk{kR?|3=8L;4z*EVAx*YO+U@k?v8ojy_9W}VF%aGSpp^30#v_9@f$g)y zLB@Tr9=R) zlLy8kmrki!0|XEOK_|!``?D#r4V~bR60ZUG(XJjn>7??euN~mz&l#r25>NK|{{R`X_8B#=pP7|o zK0$eLzmE9G?mnqKHuLg0-mZiackpxba*tdaVqeeka<(;u2>9aW(vs$*&%I-!9W)NO z=+-S^+p+xMG60TV~Bya(|U)9)UH_5ghZAB@)m=sh$P z^Squ+T--?2*4-VrEExm}bj(yEf&>qUWLpAnl>Fep5(%L{5A%?0a9;9gHea4^tObJ2 zs#_111p^4J8%xfwgWd@Z8im8nDkRC*ioH>s1+%^O#cJWtU^)7I)=z$5^ z-7Lj25kjZ|7%K!p(o|BPCIq8ECW}N=Cgx3-K-%t2K1SXt))0p*cIUx9i>$Y@&QC}_ zN#rKo!hBBNrB<%)_i|ub>{!c)&DCBUfFEZ4^N`o>#^S(T_I=D3Gui(Dy-Y*NPPxLW zkW= zR^V7w)Ml!x&fGN!xy^{NJp5+L8=*vE0NF(%LqrOJkvsvatKBlhfl*M~*3qvSq*4W4 zM`Oz=&hRh}xS-c=3P-8{Si6ecZhs*(?*n>j&xBrSyCEjJuYHz;gBi zNCEZnk~9$7lKl9^l8#$aew|}b-6`NJuHH9^uwZD~>zC%>QQp$k(E4xr#J;YjKvb$% zwzxQT1KJL;L_aEzYueS82(DxKNqyX716d8e4qvP#n_BIB_nLgGxuwAaQ{mbCWf6UZ zfI8=AtdS`QSC5ZaNNUz$-hS>}PH;}%aR_x3R$Nm8Dbe2?ed3D+7fqz%Vl-Giajq^b zTq1<@Vr@Xv#MHu!QP%p(Y|&xGz)AQ9nmrF*Z~_XBfh-7X3bB~;k+fHzDE=S3)>RS^ zc=i7Pf9uxf-O&f3x<%0~EkA*=3(?@(Ni%%U=$&wAO4RQ{7g?j!pyr%uQUFB$%}zMi zPokTb5D@Rq>i+=l5Rj6H+Ee#(q)4i1ah4Sz5d@DcL*V9~Mhfcd{Ny?-p!!}KSmYU@&zZS)(cQLD&zfUMy->J z^;g~m6hoikI>}eciTd23ah%N`eB7kmb~WEB&nPguh1 z2{V!A{6q7cAu6Sy6ZT*Z0FQAe_i#G`2VC{6tWw6FFdH3;)Ny&v=FHYW+r;=UIiO?$ zp5I>>L2YYY`=6|7XhT)TK!oI*xx(;y#T!-4?|A{CAqVxCqW00fV(n(J(gJJqgtHWp z4baDqiO#c06jTEmG9Uq=#LyrGpo)9ezZiu=%%1@XYM$Q*j_~p)VA32Iu~$o?V?pR% zMflhBxdJEQuoI!HIg7Q`s!96Yzaer(Fa=wdFL)-U(Xj3OvDC4pC0qXhez8fWf@EjPZhY%-E$JQzl(ctUHhXpE}R9n`R@!kLe==0z4Y9L z)0VPQAI#$s>W=iWt$)UCfSlF79)G-8T>LC?=R0?SFQ)LQNE7C2HuaDfEjW*R-Ye!S zUvt-a9;v50^UM-< z?Sg~TP+e#`EqtOW-QgiB-7Fo)j;k zAxq-$%1S zks0q!~XztjWnRO2SF2dYxLwnX4xT1 zx1l?jB)}aT%CuD)0Z4)Z{;@eth$#gFw61{RH!p3SMrKox3?mu(;ogTp2heE<0f?6f z#C5C2P*Iu%{DF>;tzn{|J4F*qi>P7|^c5T%zb02A6XI|Q$!s{k0v*)tK5$l{G>pk6 za_uBR+#Q{)92HQI6|;eoLh#TxDB2K#Tnu<^`^hlO;BU$Elx&ZYM|(fKG>CiboO2_QUV%F8<60HJ1?E#>Z5bH=JDqS zZg@_=9A!l>C1t-EG!^N0k_uC4K|cmW5Z_hfhQgczLF0JfY&{Bt@rwZwkX601;FcGX zHTf<@_&S5XjE14?ApKmJOz2P6Np+G|1oD4304zk<;Sw+3>o+6u#l89JV#b0IbaL^# zyeWaGWPF#otASVV1c;hc-kdHVMG4nB$^}#)>%^0CISGIuU_xqhvi#x>1e8zK^H0%s zk#*w-GmQb??CEP7>h)Gyv8Y|-s=CwX@0)IFYl+-^{` zD%NZ32+^bsCn+P}86P|fg`wwoN4@cqf{H~HF4Y-&VrnA2$N)~XS>pBcn}FVKwwGiR zgzXoyq0~7w*Fd1?x+O_i;lKNx3fBDbe+!j_MNOiEMb+1zj2J_S>1^@;0D8oN3j=(0 zzlofnCnY}eOhtBguP;4j%ny++76sK6MqxO|u?C`5brIBP@>v2B3*IysLu9A}hKy1| z)k68C6O)`&;2EctXxo2(I81C)iPuLj2gu;3NY?M$esSEO@klPle>tfwaQ^_AAD(ky zgltfsvgI0B@>@L_RA)f^u{K(JADjizRE!tYz=f1EcqjyigjeC#8a5v;UuoVV4GsnV zu~0^fq~GT%LIx4IY%eA3{ADJB@`Qdhtk;z6PR|$sGHgK4SwJB;y?Xb6iqw=3f&AnO zE9wgRJ!0%5iaJ^44ALzQ5(DOO^NUbo74}))^*v)m!yKt`FC1Z@psv96*6vmW);f}Z zKh`v=NLT{izr2ly#j)W}l;;5S8y<|`I=iG-jCb3P&I)$EwTx@YX$#YkM$5F)n}@75 zp~K&-(E?s$Wyyffh|P8S40QxL5Qk?PCY=Yf2^NLt?f7NyvUNF~ezHW?Z4Z~66H2u7 zcZiZlTWchNwiT1X%h}^2(@EGhJibY^&6C|rVm#7=yQ~bO<5ES@2zK%=t}=)mI`n*h zD~7BGw((Fw2HmgLaelM`js>D=sZMSN>*tp5mB2+ql9Bf?b|a2gj~~_vVlfcao;t}@ zuPui+Ok9dk;H@%VbSkgU>X@8L4rad@uz`wWlM3% zSo%{a3f%&L_pEoIoj3b$SNhdbsfx@~eSzt4aMII1AYh^dFPF zY|a}-zb^3{V<1xe;)lw+uur@c1%{YV_;-o~gRxqVIP1wP2t6Iv&2JNHO3;bcuS7FI zq%C+upPk@?W3d7Y#@=z&QwX{8a`xMJMLzIB$=KO{9Ud}+ytR9n1e4C_f7dT&<$4bZ z{9tfaRro)=;s|+~@svRgwb#5_dl8NO;D!RcE~do3)Er89ZUoPWGoi>2bWB66@e0(JXbQNYRVBn_xc)Jk=& z;)Df5ZXggpNd4ug%I!6aEfb*L0)$Td=Y)?#1+55ATE_7>Sov=TiOY4Bm1P71nbW06 z8%GG;k?aH@IpTa|NCv16Q?2uiyhJ%u@5U@k&2~5$Hn!}1IkQ-B1I9J>9S@UOsYEQ) z!Rdyu0!}u%KO4rKfjF?FTI>$~Cm7I20eEm3PG+O~)-FjMSRdm8+BWo0tfOFdH=GR$ zPkTP|ku8A0`^{l!>@4{8n(QgK;ENsrwZ@xGfmQe8A26f9e!To;g3PMCe(0DHNE{J(-Vsz24%^6Fv&0?rZYj7J{&}1%f=;&SBh&1KE{{YMik#%al%lzU-iz>gJ{ywn?PGY2-{{YS` z2Bw(&ePH8WN)_+P@8?OX5{Nu2=e7~%K3YTb)+{!>Ic2Ju5!k43iY6^a}i(+%KSKZAB9quA)^Sn{1?nM0efFaR~f+= zT6P^9#EnVzyg$$0OTj2woO-=YKL%{g3Bd=B{{UE&iAh#(*Ul|Kgu6KZ0C^BmHUoK8 zb>Mt)#wp+i%A`2PfTu$NR0}%C+?w1p9$W_D985kma&Z~1nLf6}?|U?jnL zl=2x=qswQ%PrOl2gGceKL#J-!rfzWy#|}b`6TP@7M6VkE0NkPx_W=BP=Qd&C30xp@ zynyTE!)#bhK7%TFuC_cO$yn*>H2Z7q=M5AA>^M*|dO$wzNTc9(ecQZTJS0o^)@Th4 zwNI|{!2t4rb(F8k?s&kAeOeqy06|y5M&M0Khss8}DgaU@yz4vi6Fr056eddKz;IrCc204>t`o;hO+TX|f%6GJ) z&b=Oe;T)f@;P}mkj+=S1fWAwlt;RSgbqwTLa?4uMkN-ms!w ziQwU`@mp0+f^-LX5NS%M%>Cj3Mpp)a-u`g~ZRj5}ukSP#C~nPp&RoS#4LZiraw~XF zK5zoW8l8`yNB4%vf$(c0sRGbBTx!$`!wMcwN0-hjgy^q0?3xDLU^E0^=D!%VG@d5D zKRHB1wLUSnk|hF5nvRbyFCOs4U*bnL(zaKl5EGCC=fBn{0fagK0KZsr-$pChxO*3U zW|Pk?kCiI@F?nLfPc%F~)=Zr5d>4uD!S~K?4qHplu*O*p5NFD#^?*tWp+3Lu<1{V; zmOgfvZVv+!<0hk=0!4kg#B{FUxC=(FEUDuZ5FIWk_Vs=7!zWr6xY{!yUipZHE3V;FbJqpDU{KMnyHGQT!X9gkKZo_p_P-L z0XF%;yzDt@fpwT{YL4*dS{5i%z3ZUEb&M^uWf1eJ4L4nJGp%6Kq zJUA<`Bfv)b^@@x~F75W@2-hTF;t&;`TTh#aQ-EwCC7R?D7ezaG4pJN2l%yfr`Rc%aWLPMG5@s9v>vVr#Gf|V31f4owfopbuc zO$8k7PjeulIMWy4Fy5g^8`r;_vz6ATB>w=6O@mJRKN&}CgwuzAcqtD<#rEeS)8HTT zhft7CuOIuApl_th!5ZThIvJ<0c_0hczj=PdCd_M->k~q!elSO(kLwe_OZAUY2Hb#? zy_(L|Zk%+2?s}g%2D=&rN%NOhrl4r?gi<;#u#EsOWpFWqS_QA3aa1eGNFUA)cdshp zE1)#Mr_Xpb5MIWlF%gHkWsEA*fO(W7aL9RWB`j$P}s2Z|gK0 zRA_A+3iJ}Zrnm-^KmynNVnB;Ex<2s;8v7u`aZp7Q8WfH{=d7;0k<7(bUl7sfAUe4~ z;3D?o0B?L_AU9jq1SzL_!&hSRyTONvMSoeNdy5lB772U~vYR){hBR~mH-37+M9^xo zsadU3EAX2`xhsLzvIThdlpLt+HYE5Me6nHo?K@B^dd$-{{XfB0Kz}&d%|#k$0#drzntV<>-=WOb_9Mh z9th{>08E;H7~OBP`M^nc=jp`8-~8iRH*RtHAI3k)hz1jR&4=!DkKgs5-Jhk8{{S!t zHLN2kbYv%8IoIKa2sYl1a;U8dUySF1B!Wjz#sHxK3530N!F9SU{9zjdzv~c$BJBG! z@ZElKhN<(PxZ|noePvqjUVd|Jw;}m)p;^}E#O%H0<}5nSC9jW@33~qkp@1Pnd^xpu ohVpfZ?br8+bS?FbVN|DnunkK%xmK#qKN-9Bm-Uqt7+y2~*`!I`>;M1& literal 0 HcmV?d00001 diff --git a/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_less_perfect_result_img.jpg b/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_less_perfect_result_img.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f6bf315a807ba6aa636ac9984f4a8719159b225 GIT binary patch literal 36256 zcmbTd1y~);)+XAxTX1&|1a}GUuEE{if^RIrCAbqjxCcpKLx4cg;10npxZCD#zH`p} z|J-?Io;$ZTO}$;Us%ow3>e9EL=b!%o*ov|WvH%PWEI<$a0nh7{Lo&YhHUOZYzycrx z0DuAjFz^5j6b(Wzn1AC3D29cB1K^;(KlCDjLHI`|1d2)jjiaEL2`clF_C<~pS_lTz zPl8@tP>cul^P!i0PV7P*JDiV&~*w=M;dZ=iuTH;^Y$I z5TxSb6yoNB{z0W-KL4wnM?|O$;(x>V|4nxo z*njEB@sjr6_!GrT8UNAu`M=lZi|SCx=OsW2Kt@DFLPS7DLPA18K}JQ#!$3zvLnnTP zi-ku{LP$*Y3F+z(Iy;Gz;Xv(zg@=cOM|!af2KN1n z;W+RJ)SQT~Bs7rB-EnESLXq(#KNU9gpwMz_p5j}0OrR3b@vPIIy_oioW&hs{3;X|N z+5a%?zwBBB(BWX94-XCp5C={$R`#u)0hK%jk@W;2N~7N{$B`I*9;-b|i9?0re!<|$ zxbxuf`#JcE+V}V~SI(DU&yh6zBQibR^crwe@K#ljKrp+@?K9v!SpE#yErZ5K2X zB}`t*?vcOkAs*musRZ$_KLhal*E-<5ptVz#^)Jw@0}>zoQysWBpS%YkqB>5smYtD- z(q!J`{VHSj=hG0^UI=nKD~Rg>{3jWzi`uFqR6ggaSUf9HXgBQ{aD2QeOH`DCG^jb@ zKtL>G)edw8{5n%(Db3#AiDJobdA1Qw0#EhCqZjAg@>|^mL8zyacES@OBC!5 z=C%D30AA%f>lxT>F1VQ}KH>(A+l!wRYiPy*8ArJPx{+IC{8u)zMWvrnf+zSN zuTvoRJV8aS|H^{O-VWBZS>@kZ$5RA80~d>G4|~&ITEtPo=TD%*(gU^MAOrh{;Va0; z@U=bh8aHil^Td_uy^_d%#&w7Ai!};nYK*jSA_3D*dSqS9WB#Z$%o}-3N(<#9&j8jr zZ?9%fS%L7})MJ!OZBeVtNPM~gJZ4&??={VPd&aEH{2%2rhA70B4n3VIUe*4OD-KU7 zAbSYqmdl>P3I8qV)9-zfmb{3EBEL*9f?=um&=D6396HAs-!pJ^IBe!dr^#&+Up9EY zK<%om!@^nx^35mrPI*{xgL^ue%sx<1%MJauG?_|5dK`W%o~Po#dF^~yp0nqMCP2R`zYKo7lVQcorcX&p>o=`5lS9Yk_O!?$tAJIF-0Ysr6VX)`}`VFFvA|XP}!6S~dN&y}>xF zq4Y5E81A2&EL^awJ~&~vts+2~awa}9{pxA4T9lWCBW<<9o3Ce5tM`XWr{=)}aYxRg zpIu`=HT>qb_>=#y+X{?G=)yD^KcI2f@wj%33{QJNc|% zBTuJ9(Zx?w2=Y`)@hj>N44j!hTUN->!-is(;w>5gZlxuqpAqmp-qzQ7^s;7I!)f zWRPI;v04DFn+UG{e&(G&$t6eSyf5QIuv}9}Yyv^9sWh0DP)Fb#yjERxDiYuQ=Pq+# z-N3*7hb(C6NMFyBb&1UO$re=Vl+csZE(cGBV-j0z%sZQf+m3J+<~XtuSU>7d5Fzb` zoO)WxX+WpE(9BHc5+C`6CoJ`;_pBT*2QcyqiU9B1`YPTz0;JuMQcRNhM%&?kUp+3Bk5zrz$PAnDCE0w!- zzm%(!Fh~u;{yg=8FID$r(M>t39kf|$#yG$62fW$sn~OronC%gm4&R~*O*PsVL4aNR;%vg?2y&P6gh{0dVgLGL+r z7DE&mxv%oom2ZaZiZ;@kf@CRh@ zam!}m?eVY2e!m%460KI5HzVg&CU_2pMH!GZkHK;+`1WLM;v8c0PZ+%8gJ2!X+biD06IzO+ z#|mGws$86pkMX_&Wt$|?ApV`Y`vT!O7mmsd1&BNNfX}B_hkw|ntc`9s(P5W2&vt0E zrf`LNJ<~JM{KO;=$zP+@D&SW9kHj5KS!ZC_hJdA+4~Gq}lwsSewFc$DO3uVmn`Jo> zE1rqLoDM=wZe?`&-4tW8a+#48<|`X;u1PHw@x1RG=Dvl1Chodj}j}KcXOa`8O4I`tT)`3prov)KS;ly z0Y#_S4j$rxk@71%PFU&P3fjw2VPdpfJq($V1G)RT)C&i8d!5LuI%ayNvKWKQaWl74 zB!(nRW;q_8;ZFeAJ%xr71cz+=Vl|CE|B2S zQ@$24h_ej|ZO42%(%zJ!ruGjlsA0iY@tXf@^O>Wv>JK&@X~?~&L9zmV|8`RoT*l(O zaF>br{Z%ZUT0P(F;y`!;#ycI~T-;vf$BI|>r;^%?xUGM#Dphp8;IG%a70=zl5Ui8K8Zq2SM+o-16MW`=W9uK6vT)0rjla zZSD7O6jJeVhv9_FH9JY?`A?*d*a17u`bo2^AKIa#y^3E`0Xt0*bR6B7e8QrrQ8m)h z*+#l)21}Z&LOZ}~HD9-KEd&8|xDQMsS`s^X(BURMM`<;Lg4w?KlcEqbTqs*;GW;zj zUV90i`&+UcK1?+WtOHhIt<=&~RPh9BXfw9|fZm6b8`FEnp!<_8BEB(+55Q@0IC;W9*@0VDXztnu*x8v34ZJL9{2Y{Om7_d!Y=QO1V;62dIK^1 zXODMSBl*RMt?7~e?}ZZ4{rvNqi~gRR&*Q^wqusIb_X$}?NH5bbQd{1*88WWH9qOlu zkXXsnM2vAJk0Gv&8hlxH5DQczks?zZtCh6<0{@k>D*a1|5Opb>JTwJ9gtI28f{ydA{DMFI^>^&P9WAL*i*JypheY&tzxDVQa8 zGBMZ#)H(lLsE+%`ar6t206|P;;U^N_8W)u1oysLewF_LS7VRZ}BNG)pl03su@R8RT zjf(DVQy_Sy(xyToz{BcQY|WeKH}CKFJUh-?g%ZEbKHQf=tTxiK1LX{r06fYjy?nXjIqYzMX`;p=3 z5|yducamVPXqLFw;pK%V#vcpm+zp!)B{YTnAN1aE-MLAiJPc=;3EPqd7t~l4a60Qp zBk|T0CEjNBT!|0PI=tbnE9{$esQ&=};g^#S5pO%btcAIAD;N8$t=kZiTyI=S=#VI(%T}yk%n}ag15&(jPXZZ-8|t6A zr*2=}s@{7*s&ja3Qh2iJjP9uyKDWpk;*%=GsKnF!JjLSaG9y3JUNx&qb`xvSVecDJ z+#NRk4sF}wBB;CGOM%TZYk#_IxN6=HD;Pu2W+1UzTH|X!EGbt-#jy-Np*y^{^|U;p zXo+PgcD+$g4*04tK2?5RS>xBXrNDFzkF~FZ%KkX@9+Xi8$t;#I%`V;ng^4sG_4IydOXF#q(hA5td|v){1jH^n^g7N zLHm1BpUu~18%yp?n?P^WZlOKR#0_c5z4Jb_!+ng5F)mB;DcxUe6~YX}$_y4Cs%pf2 zz3fdj^SRxdV)stdiFg@HUA)H6+cMBfBxx_{;Ph+e$*aP|IK7a5$R$Q&AH;o z1ZCx^Vo`tb!Bm!#0ALdzqxy%H#pe(#P^t2Wa1v5`<@FM643Acl=aY(`z(RR+*^~*$ z{~6#O9vBUBNr~0{3iemJU}VTv!z-C03K6W+ES2w-Yd==4HZNXl)hLawyijgnrn@W` zPIha_@BrJlD|sjm(s? zsO_))@>hk|OO(wx)LNEBD8Kitg2tqcDzVm~`G zIPlIgcvdqaFjIdsf2Qk$PLJu8$2sy}(EZiGz9)v_Xbzl*+m8-%>XGzw14Y#>5lWYz zja4cwzQ=KnGQT|Kyj$-AN6nQq`nFR)u1~Lbb+s@cm1;ATnimim_v*S1Q`THoh7+R4T=1Wy94h}|{*4*z`lJ*{Qg;wa zRo=H?ZE(i6+_f^r;TdR)a$b8CIxA-YZRscxWABbL&R2-fer(EG@MHo&UO3q;cTn+= z$I5&iG>_8q+k!ict<9opLOjykZy{WMLiLHF91Ic75%dL+j3v)DFZoR z))e#z3u@S(x~a~9PO(Esb>vV9#lkX?<28^NCv&?wsN%3(F!%uqfbxTm2(Ru5DgByh z?=eqlcnza(N&4Jehs*F5vxv4zdij$BpPQlGRzlm6p>CaOSm3uCNGs^moFR@9dI9^B z$un?zGHkuYan`;6c=$%!53ztrId25c3==rK->5S-dX4?9VUIg>wTY(F-b&s^24PAB zb2m3wzZN;b2GT&Z!sdPW1nQ;mKEtTiHuom?UU>$LA&1_*8oIRPEQVFwc$>q-asoy^ zVyT;$zu=WF6xPTQ0-7s-R^$CS&N|VkLA{)j7cMi2i*5S}nxld~kPjSzt$ZVE?}No6 zTXf%%pmY!3sq$l{71Pjf8HViMMwWNlQZ5gzSwpZ|%PsLAqCK86T2qep?t}XG3gxHh zV0SBcO|Fr5qLZcJarSiz2|tlX^*~yj-WeIoJ=~>JuW0++&(KIx12^UPp zAy~TyHj@)_{`Ot4t2hEX~Z{Fmc^g7Vwx*FCcHKSlTHQu70J zO^U1KoIa@UsCH|XhN~J~@dkCgIlOQ0qGXGIstGc6iM@x^YR|cRtz0S`ZWz{fUmfh1 z-u1AAH?s=n%^~~fm;Vm=b&$i4>?>MQ+6k9kiRPcLv?7smU*@%C3lq61dByHWX@k!I zNmIEhx!5T6Gf->0HuZQ@^{Qt_+VY`R9R100P_KJ~?HOR-z2)AWIbYTRZ%;o1=X!J7 zPhQMpno8cb-Si$<<*mEfh6)DaYy;lJ6fHW%KF*0rFh5ykk#(^tTso6G6`R81^IP|q zuUS=5`O=|aGK^!4*cU@DdEvcP+>=9T4x#ht9p+3q@vr@U9eR5B@^)=nfhom+1o?(I zbj|(?hqnpROlljxc#T8#(#Bwz1A8_a)?rXJDDSBg!Qor_f=_zU1=<<*_=6mD)6yhm z5a~oD;)c3GKS1wIsOdT9^_Xd|-o*l_hqIsjLg7RydwLJm=(;F5gdoB5C`OT6e=ata z=NX7R=jfBvEI)n*dhgJ3u~hBGc_KE7--}{fgC(viyep>4O1|#9PP{stELBi(o_O<% zdQ!gOi;VzMoc|Phgr(rGhpM&5hiP-4yt~zBU`@0u{1Lh`lXNc#E*EtiPN|7Ys~e^~ zJPFQb|9fuGXM?*9e*M1n>f7bSdsm4nlBz7y9nW!*jU2ij2^%NOt!aL}PlmGZmdLzn zZ7wv@?@qZIo&lkgUUU12L^j@w;{X98a&$65`!^TCr4LVLT^3(O-aGuVh$`JSKUSej zmT@Gq=T4bG(t6iQ;r%xRCpq}9fq|lm+)#xNa2~gP>cR!-M0ju`z** zOR6pqrQw!NA;KezA7`_5S+C%Sz5gO!Y02+&wkgF=r3IIcgAOj$vB90fO}|Xmp8TmoEsU;Q4GKCj zF+r3oQxL4HLYCC>8q;s(&@Mwl?qwm?R)ZN1o1UDW^dnq``ZH`&F04W~xe7a%eKlSZ zmVn@+V|J.llb>D<+h#|G;VjzjWyFm$A=kzO8IMt@UrU|)S}!WmJ!9Um?O>O{xrKW^K%j*iyV=~2?%D0R$k5D5O_)!exXY?W91e!$%{ zxBsr=XE`0)R`0||sr#7T7~L4}HhZ`3UH22?go2isT#8Qd;op}I^qQz%CRMig{_iPy zri_OSG!-r{E2oUB8Lf!?gj>xG2>+NG{uO7&sl$u>R~J?PAqao8;pcTzZ;XI&dt_hVzg`mL^vf zd}Psgo~0)X5~vd@W6&WlJRSh+?Jv#bt2j9;j;9xVqj)kc+CLbwccN9P{0y^(FQQ97 zW+jl=m{5M;urVY;0L@Cf4TP;xk(?Zc0T+EP8(F{w~K$=1T!kp3|_ zgP$|a<6LUI60h-&;O1r<(^!=jF8%8m!H<;R$4c;A6|XgC#Ku9ltUGaZBNJVD>Mw%e@#%6MPzBlD(hHCH3j zNcOwp3Ar{M%dJXKW1Q`W)E zr3&N7m8}so-Ccei_^N(gNuF88!GTRc6GjyeC`wP#`U2esjN3>K&7X!DpPck6J<{Zq z5y}>|U%>$I4x9zFwIhWt_H1#u{CMm+*)5K>_Y9c|pDOM!t#0S9)l?9rN7%dk-8b$Xo* znDOcTxj?xti*EAw{AAOV^OYcoRQK*oq`%u{igLPk7}v>=?}9EkJbmTJUflaTxOV!^h`9>61?V@tvy8yKtOX6l?i6Ld6E0*E#>n9 z@Vo(AuOKC5s;;RftDr0cJ^zNDU4M46boPYj003tfFAq&QNh;`3EEUogfDS$A#{;MU zBy&qoHwkrh<^LQA|F8b_?916U08FvHd-o}0K5TvzzOgI*r2`(G{h6ogvLw$Z_<$`KMF7CpzW)ld$N+%WNB|&Oa5MKX|EHW6iUzC=l=*R94geVM008$l z0H7NFtKOh-FY!R}8~|uT>q>bP0J5^7>aVn|V&@+KgOUEq*B}=TI z5zzDSN^4nq7BvzwFor`35XF2l+Fs2+Hldl4K~MZ&%KT4(P#+N%0R|2U{-sDgoPUah zg-1e0$ACpZfEEeW5X#R$q~?4jflC7=Xy9>4x`%$kr`5D5Y-pM!;O5cN_VDydPHF6+ zqi5jdld=p8Pc8Z}(R-?6RXnxHFD(w0mL%c`Iz_324 zOyn;x-{X>?XEG31z%c8XyC(ec56p6d9#IB}S@cAv+j}%90JK zmou2f`DL|wJg`y%9j%?U7MAZDekb$j*M%h~*G%K%drx&1*3yWv*Wn*|!Vz~SB+%KH zRcL?L$!RqxEsqk&P{huoo0(-3`nLG3lEJw=P|tkkw@lOs*71TeV;(&*%^Oq<~nVZVUA=Tglw0gSA4AGB0F&kqh{nc z55TCpOaIO4JSjdT5#tV>@jm7a40xUD?X;P*G(Wiu`-$zWJtUFO!{f1zPA6VUg zd3aO)_^SBvJ6MPC)-_wYihKMuyCe%p?e+gGLhz3WLr#2?w$2RoyRX4Diq5~&7(VaA z!*}DDFW;sGRM>OlVt8w7$_d)Pb|WWibzZV~jj%Xr=q8xFSx3M4dIqPjiaMPngC}!! zVnW4dB^TOTve~n>krEP;`@t8yZO1DV1RA=X;IvR+tJ#imQ zz|QfK&wvqE*#o?#$QTOTb-x$r2DM-S_B9UKh2UhO(bs}$Pj0Vs;4KA5e~E88Ku-wfs;;^t6*;Co*Hrn?#Aj|p_61c znx3EsLq2W@FZ5ib18js`|IS(iwkQI|T)i{#flv%=#Ii&CNQ?E@b}y*;(cz&A?Qtsz zeR%qd|3yiOn#BZT;q>-dHrDRqT3;ljXyF5tUD81LYw8)8RVvkutddND(cxkQZRFf| z2+W0DHIT_{TGGlq^l60u)gS)+jiA5OHQB}t9AFlObHKFx|>X>X)1a;s(FUd*=3DXiaUa;sg7*SkXK__gn$+%#w@x~xVf0{20Ir)B+qBw z45}Km$RoT!}N z6JgGOO5*t>8IIx7HYVgqPwYWJz5}Vtj8TR#V3>z-a>? zG|A%nOXWd>jd$*WrT8)K8EA#|FvnHQ=obE=WYdIw1J# z8tl+W<-lnr_7|$I8t`)a2j%`7S;{;2OOKMrnHycgyTNVTrn(FpDQP2>ymHP2zn!;SvsBDi&%4;v;%NR7$8!s+3$Jp?2b0MDNbNukclumM6AP4sHaIaiYEc zCN$EflHK}2Dr>V&pruBM#bN8qNZv`H+MNnj{T}JsNy6RhwLG~son*}1USESHr6Vs5zmlZgKZL|)K0!}|h=G#NK1U7%5A zkXoFlORF;|NgTS(#2{pJw~2(*kJ8>pA&MTeT2-IpW0bP0n-XHl&M#0MK0!usWy0mW z;Gt$O{6#R2&swoqeav3};FFxDAw65NQ3M{NqB?`QQM+_>N51*zKDYZ&&7pR3Mk#(2 zn6P6z$HgVyus;iZ%O3T#+3XIzoJK4aE$(y5cmAjeui(uxI5>}N(P#+~#~3z~fH3cG zHTuS+u}QK?^kSY@yC0YPsWM=b-@5uVuYKJv71?Q*zH@jd(dMb|!pHBa@?@`u7k3@^ zMS5a-q+quxTIVp+9!$@FBwcF!#QN{IC|E~hsqtdb>!2ctll!kg$>ZfX_|>rMzFEF= zTUmzcut?KW>(zo96S%yr;>%KkU;H-#tJinFZw^~oEB0uliOI&G8?;Lw>1N|umcsx& z8V+hA4Oo<9sy~uc_0l7M^lA3`Kd$l%5MV|nE8jjr->yDazAPdFmrmg4DiJo}XX>{p z?jxj8-6e@%ay+{0HAYJUIbLJn5Ur)(CcS%St&Lhq!*`TH@C;b(;Cm9T;8A8!%CV@A zntGdqauW-)0={I=#YLfWyITm4K{78i9@+MoY`T?r{NUZOs*_uqG!D8Lq0@@Y+J5lZ#R+8xuZErQh+b8dz zb7+FTp;Ize84URLq)}@J?jO=9+EwYjteevigi5MIMOS}WQAVk)kE059oZWt}Ir>!o zd(Y}_kl@-=UU0AD4PI6Os&2~i9{t^*9r?YdioSRgQmkD;#>Q!s3>6h9SvyheK|Eb_=0ANatI*oMG3A!+QyXq$+2klgYO?hJnNT}^jUwkd zBk@oTONTz`=`F8j$N78>AyK_ltz!!b|?2uHeC+$gxk~1^0cPMP4q209Oz%k zw``W4rP4%G_2FFIZ<1D*!M=}gNTpTI1dHhtu+>Z;sNNiIhMJYp8;#SRch^UenmE(K z4)RGSYcX)VE>0P8qsHbB!GwQ@O(}XxZQa6o$fLKgo%mGFQIi?G*9+ZU7faAC%F#Q(slmil51KC!S(0sQJTbsQol$8M9 z=$gGc3yk5#H>hORQZM_B*6$*b7*k17NNQr@>(6m$B8OYy*3~%# zrs|2`$O=YX^zXr?;}YO5!d(AeN9Rr$<_)HQ)p9MVonfD&r%@wy(f?5YXtU;%ID=K4 zhlraAK4X9sf{kr+J@rzUhe(`yBek?6Q=1nX`sn$k2Vs##MMT`ImjBwV&iny|tyR}Q zQgV?u$U^rgT<46~owH88X`T247@O_VB4lk2RB!T6(z%xT$=tvla93>igGB5$?GRqd z?X0WmRs5Ru#lN#z*%U}x4ocAm>D-KZ3n6m;G>@&Zxvr6@14ipkZ-Yz0#*R5iBXQ0v zF^T7YpMho5qFbx!xEgA-&0v;K{eu>Lx?^qw z(`RmRvCiWJLRthpO)KI)`^~|9kB_xg{0unsnLdexpK}KO)yxae*M!B`cL-X!wk7o5 zYNafvJ>d?XR!Ds1?qXZ&wk)CXpw3|BsMRitJIrX9dcwX%g5pLh!(`fltd?~fBC^1pU zrr6Y+kg$~FBl*YEPByhzTcI$1o}a5p5>LN09meraBee~;Nw{6*-F&+Gu~;>TwWyc^ zge~TJPA(lXexEFPn4hXVVHRDA?^6`nAR1CpypQ7-^h#=?5H-@Z4#8*9J_;%50KIE^$X zM_eS1Q`{?%3}E}!(L1>WNVwA9t1+7o8MVaNrmaevB@VCLZN72yj7C#}!O;3mGw``j zyY{m??Vu&=8-XuMuJw(D*KfVKTTVmQX*4j=7f|Y7$+|9Bv`2nu{~%`SRLh5vO&dHc zbTegYQ>lbzznq1s6*^zju<$lYdLCw*;AffQLZe+^umVZ&8wK;f1Zc`yT*Xw;H0Nmk z-#dy7c?^><>fw@1W?mQblu;|fYiLJ9z6mr8tQtnQbkE25C+5>TW>Z-HB-+WrQPQci zsjs+{$Iz^wa*ilvl9wj{V46MpA?QB`BDETdx;e8!UJSXgeEkuV4Po7~qloDTAL!wi zDhTg3CJY(Sj35+51R7Z-*gMia%z!OR7rSSD~!6Pn6>Psiqz1)|U19^#*uk$V*`)n&VB3^%FEz@3y ze`Z^V-;{s+NV5`?WyDAr&w zEPOD0IGyhU7udqh#AV0x$DOmYQlt82a_TiGcM%y(N4QjqMrh%1IpOG4+!c>qXSA2h}D(H;^8;%}fKQY~z z{udp$8E%yX@xE64V-m**1x&e&{_W8`5sSfZzhxe@HLVVk^E768ZNJ1i~|Uo;`5}Zyn5}-^=P|G+t3TL{hXqEp*YWI)EdibmQ2%ybI3mX7by z-gGvb)&)_BrCB?e!?jH);*!FYz=!?;0LwW6AeLqR7k|fJbys>}bO%(Wxj5=hIyJkL z;6{$l%$&YO^QUHzpkjN?cc)@kXK7PGodq<>g2;Fp6!miNohxsceu*Cxa3_B34xrA? zQLu9f;?q*CeY%{?pZlUzkPhua@RB0NL#w7IKX%-YEG6AMuj8+o;`XZbz)ebQ+`;}hjYTY@({^uItc(r z9>!JEe&V!$tf$5nmRPdfjKj5}RUm-(l~a~3 z4*G$%9P))@!Qn>qd0?*3m9YoY5xKVZ=15;bohuoaV$eq=|GH7xQLNKNgjZCes%q)w zoGQ7QyBq5@gbWU9+1?WCFbNst=w|J_czoB|WgTy|ia=?e5X;EripS}-pBeim9baW2 zmWgLO_kQ?%7WL{NFyWZ0gw<+lc#KO3 z_*ie`HK^p}Okb;VA-BD=qwbe3_ATvOR*sHyMzeSd-7{#6DGz5-pBMTal0i`N;JAks z()x{*>?tFnNmDnngaKB8u;Koq@5i*dSpEibGn;q<;RWI}I6ZNf*_7vw2b3#wk@hO` z#%m#*e0AIK8%We(;E|Q$?uQo!_Mf&qem>P_KfMGP zt09smJ|$JWL-U9P>l$*=O4S0v@_NG*al5vb`hjrobFk#okqSPQ&siUyhDlu@5-N*S zU_@FkiHbm(&@1Lw3#P?MNZ*BvI43iVWRp;K+epnMc~Vo3knf+|!y@GCQAM_LExl+J zs6KTa37uD(8#-3X|5tqs+`uy>H_9$dBj>QQHYs2`R4}UiXdj%m ze@NpPI&gatBodRs>6R)l9A_$0&KFxfFbTWFORS_6W>l>X=P3%Mfyz=LEN+WAa&68+ zznDSV^TMxasa{~Lc78IlNPSqD9YDh$Yt+Oa^OIPHWL_bBSaB28n!dZ%zffJ9&AtYe zz)%{yH-r!(lo^vKK2^y!Xh^APknb8QCPve^H_q~zkS-fD6w6Po(vT_pss6WCK~Y1w zixaplBMIj)5~`Zq5z;))xxj~VTaxI5UuEfpcl+JU;GA={oKG~!N_alS9XUruC7}-? zI-UPMf3W4MO?Y8Xqsi-VLpcIX0=n3sW_&fO;k8hJ?0jS^50d72{Hi%t@B7oeJ1gMb zWWfZ+`(a1+P`de75~R1A#kGxDG<@5k$SKWXm=AuCwjVfs^6)>`^3mR*L~DGHUF;2( zBbKy4ZXi`Nt3o`9 zCi6rsZ!eqYRi^R&YiBJLFrH}Z_AIKH`RbP^8N>1MxUU;J<(GX__?Jp*Z2XIkPUFXKTLI;GpfKdqps zy13DOcUh6d3BSfsH?@@3Lyg+`%xl-tEH8WJ?qL#%LUSiqPa2}XennO@T~Ufgi1}Ij zi}*wc7WHPLl)jXcUp11^il^A8CeJ<*sXXo9I#_E$hh8T%mdZ(K3Bh8IIC9;;@s?d0 z$EClM|IB@TY_m&XJ6P*d!ax66N8pkP-$5@BIg8YF+{snwZ?i1f@EKe2hbDM+n`Upv zDC?bN8p{QB@pQV?ijLm)P1(@?d3bZ%WRo3jgcLu+>ro36?&!|zt*HHzUetvdZD8^vFFywp&l;loy?>=U= z5Dz1>izzvfiHfjMb{d9Jg}e=S5@wIeOriB9O+@=6$&+lBU>Jui8y}(`?xK&K9hJHU z^S(lD?k%cv|jdb6(z;wcSrcbfiUnly?G=heHRI6pF z7tb@{My3x=&3$urR!HB~T`yB)$(vVoTI^$%y^_Ifi#>{bJKg1g)KK3;YPT33Sn+D{ z9GPNW4iw2hHCPXl?@BsoYiuCn?ydFF#%xQUENx4V*Gd5@l&GkIrwzou^N(NF_XbE? zRkk1fd7&Q?{aBXhO_*X7D3)TWc5Sw6RbToXUstF&3CcFRwe&QabJE4QR)2@j@>Y>l zv(P}z=f1;27eRK5`I2W`yQZ0IXxXq5#hF<_!yq~eaIr-UwT!B|+}62swoDcLXsV&6 z{)_sjv0b6vg+klSCQPr}XBUFaz3|D!MuLUGw!&6bgN(L%xDTppH(-}<}Z$!U2pav9%-IhPK)AWG0gXtm5Z7DD&YHT=zpcmG(Myv)7n>XSlUlDn#Vk;1P6c z8#@G9VH3ZvN#Ew>j*Zp?CQ);zV!q`tk*y!FF>ZltELL-F@A_vtdz%rQ>p##BeQL}z z2+`DXZG=G@A5?-!vsH9MKYfuSM!p)nn)*&U`}G@})-;E{=;Sx!t8B>z1U)7pa+VV~ zn(kPS_+m`mBQrSvov=84abe%GS@*Ht8?C05H{Rd-OXIa_-gzUGFxjiiCxxTz z$P--bMhRvRsAD$Oc4VW^(N&Gxn+B(;PBDC};8mH5n0$q0XZ~4oGVE2!d>F49>n2QT zb(2PL%W_uEx8CE)sc*g0Eti)+D+{SRhDyXXw6S~gcuiia%edslcSIDKfH`V1Pn26d~osJV|_9xFBbL|+z_3rgz%bku9K2n2(n3!=%IC{E|^ z!R71FX>g%$^RnL`NeB65Cn^Xy9lB;pPI|wHHGT?hl(?4M_5y;1oYcYrk-f0EFvkbN zw`P((Rk|Cxza5t}FGC#%X~cXb#+tHSv6Dy*%7pVbD6j?sCH#suD6_UzKD$2RAJaA7}M3s z;hdvuSAk7zRn`7<{K`M_j68)jQFb^4d$QB&^hgobChs{meL7{())z}yInwN~O_T6;c%v^qN?!i}c$J_ZuN-ra3b6)aSbOcME*_xfTjwj2 zcx{co>fus>)+NCD1DHq7S5O3Tj+x&ogZ}`VhT=ibpZ>S~MC#%XgsndW{{X74g~&Zc zvCvmjMgSlav7gfd6A}Re4bMNG1STYy20881m+OpK2-}!CxgVY~gv4HLF>CqYLL{Au zR_C4sFF}H<5JCK~AvoL*z2|`mi8`dFAX;MqLSkeBW?;@Ux)G#+MD7Lx5So#sX#mGe z7ARO1bBb+jyabduk|)CWWrRNxtv@@2TO`#oFeY%V*|HQCWF(Wzo>_$#xbDQ z-Npz&(_LFOgPx|^bJ1X)nN>cLGlY(`{{a3wSg`PFFO_LOzx0n@PXz9^Pon<-6X{;F z`kJi=Nj-V_(t9B|%A@$Wl^bM1V!6ajossL^ay# zyG*!_9HM@eZK3D0HriD!Qa~s)p~V%gGu}#y+e3Ay<3IkVQ?Lj4iwLyR~FCE+C} zj9SateRV5!3ap@M=N?P|3u;|56M#iprl zQ>Lx8p_ZF*y$V`GJ)9JP@*)am;@WXI*zvC=2feql$=Z1?5J?bm=(5#y*Kj#VR(qm9 z%yoSK0HcN6$+Z{f5q#w)XCtN``P4r-TUVjMRhV!cDkKq0TJtC?Q2-z{xf8$SQL{Isgr&0`Cvjct9wM)90*KGghWJ$CVsjc2uunZ zgqutg_3prgV&Z3Uu)u`DCetdk80WqOB~;haP__+2uv`Q-+EP@vI)tQMMlS$jvlGSX zFop+IyH|NF8o9@@ts0+D)0(HoG3p!+F#5;Y&hlCZ6W)6m!Par~4LR99g0-y1jk?-! zpqCRR3lO9#V5LKm7X)%3<8Bv-!Hd!|vYz}dNhG<4aNHHiv?zl2_o@<34+(1#NfIX6sCK6mf4*>rnF3LC{{Vv zf2TDxP{0kip5g6=P`THIDq~%TQ&P0pzDG9wm#3U8uhUaYe<-DNB}qzi9@K?c=^)?W zapcH#EULvT=Vs1jG4{o`t758r9@VoD#j#4L_IoJLqV)TEM#sHlKABVh0BIS)@u!dd zJ9uaCW(U}%C!zlUNcHXTRDY55f8u>B)?=9J4wOxmexnZV-E>x+5l~XNrD{){o?{x^ z6v4XNGR`RBT*bV;j8Q2WZ7WB&p{z=(0C7kuQkyNQ2Idqy&D@enzN+b?lV0BC?2XJj zsoAF;W)$@)PXOl4(K6d<1-!jg6wj^&%ZXEqm48KQuuMhq=Mc5R(uFrjZ`3Q5%(#;` z&(Cd|<}cMNv|F+=PyU9)_?mS-UL-*Ec~-?|2C(5=GZ_z;dIW zsP1w)zyAPSEap-77v~XtSzgq4~<$Jr-soDD-B^iWC=9S61U{PT;KwNLBd) z(ZvUaN&H6+hNqp}!Rd2u537YEcw?*gK7tytz23oY*S6sL2MW{MMxG#b*&1F$>O>i^ zO)`HJoNB>c)8=PXwB4@~*!J19!2F?Z%g^zg-ulLywm~(IZJ9>X@`Gh$l@W7cc>4I` zrmnz`Rn7jszYGdNdWRws2(*jfSzd=Hx@OQL5xNrt(-0zJM@wS_tl2rWh=~#p*Vl#% zqlBaFnnE=#dH_zMRA2$)^TxTVBBzYYD}ZR!lb{27u&Six8_1ec0Y+` zOU0Ji!xqM(MxGw?6Ag@(?K~{MHw89}ETyAx)RL#FR+wAv-NFwke}$ZCz{sCShs^?B_8`K|bkvwM<@qbki3qUM@R z#Xwy5QB%vySodmARbsX8_X8IM=}%N`+}Xc(N>msV4cuUDjlAi^mObdTR3?TR;bgY)N zP31Jk)7`=zE$X$GFz^s3FT~@i^4ei(zb*kIZR!Hc1oX#7>Ui%nbz(x2#rhD#V1w|- zQ^;oc6l1Z{{WOc9Ev0ZeJ-^H$pfAm+%>v$X|{^nApW^|b~GLjvy zsb-l5EH$VkdMch@x$vM3`8gMn=S7PL;0CR%|Jf|K(Q5=VbdQ4Alsy$sYfTXR6_4;Jg zkT%t+NIw#SefYyv3T-1(c*bpXF7tqzabrAfq!le$C0bGdl1bCH7c(Hzi}Q%Sa+7n3 zu%JKrsD5&{8eECYr-Z5U*3g17w6fEs2HMW0Illh@ym3Rwj#yam$qU_q#O93~ASc$> z51g)j;l2qb%kj#=aM@dbTV4msc`nZ+s(QRoS3VFNdYY?HNPr>Mlg#*HuOdq&Otf_} z+V5pS)0LkKd;SX3;MQqs=Af&Z*OEG;VX(8{XEJ^b{c7wg^Nzeq?-pJakdp@(y2uN~ zI63_Bg6k;&gue=j_xrJ|xkxta!&(|JNCTE2WU`oL(p}FQX-aL79d$R*l>h|&TdwX7c27|QA%j&7-yVr){$oZJGN-{p1_qcJkb;t4#Tjx%}r3}KA9a`WT7*99XHr^8hESo*C+!>Vspao14QY- z8Z0?0+Df{5k*&87piPQQ*v8n{9H3jx9aRfe^p4U!A-7W!g9-=l1IU8}9=P%1n0#2Z zB$RXcE*p)(+!5Xli0@Tc&JzwdLnQ@8!(J_MxI2dq_L~vj60(ZAhuB>;YEqiIRrW6g z6QrsnC{HB<2$ttwnt^>1)6hFgt=k zHY94-x8l9FaPPR}tWqZAZ_BUO>xKl*oG*1469>-%7C8HI^F0YzxBI2xS22&_7=Pu* z(aMxFS^gD;{&L@;nNZczs-fD{tR$#Duw!YQBltHB_eT}z@59myUwd&$YxkrN1I3=} zW1SWFdRE%|+lp&m+}11UzlW0N6&GDX7;3SVDKC);4xwsKd%^-i=ro>DhhGQsykSnc zy`_|T2O0hMO`Z<8q`}_TodnYX+&V{T?YZ@=S24?9r*+C|mQ;rjNK#ZFjC2c!3xw)H zZiOQ*sj17W7_FrmUZr&op<8#7tw}i0?F!fy`RL1xvWIf_^5n3lRvlBJNJgWjM#v#O z;ih6^PS+b^rmR1Tl|kB6r5NN4a>u+47nL@dq0Z5H#!$8Y z07AJ2VAW+u6*!X12&QqWQltagok`TOJb?gAZzFJGj~|NSjmMQlUpYy6#D@wY*;5zJ zR^*BW(BuszY45#LPU5X``_zH;(kZVQBC%AfSx$Mh|N~+q+Xc~5=x&Hv->6igd5zLY&NCM=8 zXq`gi6pW_DvmUeFo&)BOwzzy}Y8Ve=de-I=*^3*^1B$S^j+FlZR@-#%A06W2Fn$X< z_T9kkTD~u)$cm9({ViQ>^wZJ=xZ4J16ycW1>H-!&oDLdjFltOPAq6u-S~(8h)7pE^ zsizI0q{1o1E*%qNjB*0kJ*TvuWZab&vyL+y%q-M4g=;>_mbJDm7D|aou!{kU5XQ9V z7qF7;%CA;tkfNhSNQ99c%5;PA0~;=}Yo}$o$)k9?mpfBNvOy|k!ctF)RCe$LPBLw6 zLda=aM+|yQdA`n@hzL_^I#X2G+@4BL>GQ-(H0q$~y6m$TSf^V&Pe@CQp}iGBxlmm^ z$WQ}vf^|>bE8cLSk1^OyOELI?vj+^IT;4nRR_%=SufGovNSU4|V3l#^cmcBq1mFUA zq9*)S=3;T;zWf|RWpp_ZsRsT8VZDzJ0nIlBJ2CBhLz-?1Vnxi6F(VRESu4o~qLjw& zEPw4U3mJ@i{vY{q^irhk*Y{2r`N;Yil~o%eqN1&4-LXr+bk>ll_iBmo!Z(8UmsMgC zA3vghql`WF^>JGK*E{esNvy>tKh_vzw`WM#zTNiXwfWli3YUwxQlE<`Drp}|LfU!I z%Ya=93sDE>@WUU2x`&!7hMk){qt$SA^^%&r7tZPMx~4kaN|}K4TsvP|kE+W9;vNaB zpmlk6bxP{e$SG~cfG(g-qHMJP05p-{M?Q`TZ(2Qq>O7awC+^IWGOCX zwdzini>lQSlQ@WTPN8IrYh=c>)&p_ zKV?nPpoI!!DO=EXR9z!(hoo*jF~U!jywXe?Jq-o*{lwi3%}34x>#00W={ z6gi>6tfXlB{C_!0d6F{mMCX1H7tU4h6jZpzO7rcJskJt=$mShM{BX759!Eo$W|6yt z8TLrkSK(e~Q{_sDS-V{s9;sMV9Es;%G^%?~Xj-XS!bO2v+Hic955Ecd0(m8e#jnhov*0fxbYycaQPJk-9iqf$yMxVZ*N`1n` zUSbDAcEWs^-EK5Ycq2e(Ii3#>_Zy*qanZfyCVi0NS&W#n%wR{csE{5H@Y$oJJ&w_x z<#K#Soxanp<(XrBzGGan!vSOhd6G`S19K1rOk>}KW!icvjYEl&W4w9j=%s4 z>j%ozSR|&o<ec^!k3TiDisJt~p+>GJwT(YKizYD$t3S(uTf+`)D*l4PZk zG6y)5)EJgxk{O*rgT>R%&`Y(m8E#H@!aFsiTk32TCN-NTZA-B14j&n*XeGk-V=c+< zH

7F^G4yvXCTS5v#WKXu{l%MLA3vYxr%Z;)xzZsQiy3vlce5L=lFrt97*vub{4o_w04E( zk*#w~atpNRd%;>ZQVj#{WNs)FG@jOlKtMG1gl}?!K>mqA+?*+3E`AkI{0eQG)`<4U zejq=pNd#_y0;b=!(w$=TaAxgqSkC) zT={lO!k%h#*y3SDB z8en=xxrDuqcz=}9ej9)e#0?3ujZKPf$cTslYLH!QH}Q~rrQs(g2ateo+!U;doGQE@eV9YEbdT{G-D0R^>$ zDFq|~0oue{8;^wCry%Rpf1*#Sw2up!QZv-6KdY1KE{20T;`#rDc9JhBGQ&p znZI0msWY}$tbYwWu6Y{Su}XCHF>j~vv6riySxqyZMz(BHojpuZXt-}F%3suqHrRDU zEUjo!QSVI26XEq3^wfAo%UE|(Ssd3|_A$r_^j)L=7m~ZemR+MfH8VM`wfIa@0!Mcf zM*hzA(`6~)=2RWbvoNTLZ7nVi(3-O@kw3h0{8TXCkv z9!;4o8k5G9Unc!dQ^ zn%P+JL}JbjCj2BjbISG|q%U)7=ibU{{{Y1`Xis9GRKCq1NZvJ*@EFEy%yl@14OI__ zO2!uI=kT`LjcsyIs_Qx1HP&L8ezF0EO&n#qzD@?)QLhgXC)IQ`jJU>Vg%*QNIZUFI z$dssdDI(Sa5}5b+V^&t8sinrDl1REZ-w7=j1nAfrPMQEiT0q}>@=(cGeO(q}rQa^V2}+!BT%|u`9g2>_!fts3hm1ooMGVG@ ziH2$Z3wCY!z1uW;bv%JxD-z8x)6^V44vf@P{03~x>|}ZBuzF7swgr6qTr z1K3Zy?RlPe0As-(0WKi%QI0%FcM**uZ>Z|?-t8~5Li5w*Y4K?rRheWH5N;u8v@AC4 zI><-DewWlVXsaq#rIm@5kW2&MOrDb-{{Sf?HTjZ*52+N6B#~g^(RRiTjW0Vi9RT^P ztZVa@6NFW_4|ybu2bPPr5Oisj?7&Tc=g!s_TrOu^?+vQAKg}tdb^Oh>(Pi!G_8LhY zs*Sml0X`5WRi{%cDzhV9O@+9}2BFgp97xcJzGEiC&AAs;bvUhNb1$XAUSg#Lwe zIE@H^bL=u52b*#(xGKu(?B1)^>l`atu;`H{!=U|e(}!V{xJ&|?k(@0a(s`11B=aXy znsA&Vj|8R^lq}(3*Swx?aoo7`CsMj>l}OC!k&@OJd8^Vp1d(IhC#KQhJQ6Uwiqp%0 z)w>&{ZR2;_+B*mJjUNf4%I4m$g@KGFyOrFJJne76ylZu4nF0` z78~;Eh`ynX(5bQ)5ujPteV6ec1ZEA?AURGHut7=yW z7|Qc{U|MrAr4OZ3J(H#7r)>$$=)3LANOe8e z8Yh;asVAnOc?>RQY%*G?Syx4G7=-c1-hAeI9^16~LFAS5HW^W0Oxmg&c-1-MjP{#Z z%=AdxwD*vC1%H=Tvzbw~TTiJebu*=Y(hu4~fZ0IEBasIl+%FM}7NlilJ2-522b)h} zX}BY_E1Vk^gBziax}Qe8Y)=1dYA9>O!K;%$yn;m|}E-DZ|_tIGh{N%G=v>tB18mu5BH-fA(4{ z6sF2fq@?K}_dwOKI+ZXFEG6Ub6fzY2PvtE6fo-1*2 zi8ln2s2I2id|WnjU3QR2IuPdv8xx~;w!cxaO!G=rRz*urpkO4S3Xx+n6N>0zbwJ`c z6C>_1x!3QzSS+gGfz>VIc3Wgto}BK3=3=0HA~6c|V3GFmWNX z=$g^-XxvZwq_@bXFcB%Vn0r`0Edz=4b)_KsY&}coGOWF1FR^K}5v3H(=_lTTet5&O z#SEtMLon?PrH!NIYluDkUW+U{C*iXj%TGA%45Nvo)pk9=_wjlxmfsF!Y19o7UEpd{ zmfxl`4ou5&6U9eT?@L|&+ae5sl%Xe%g0cSqjK}HvJU=bdKf&G}GLe@V<==Pp@HpIZ zj#whzAyN7=f6DYbBV_ji1{qX8yD!#WBZjg@)E3h&r1B*te0qNl13 z8xt6C{TDQY>kGm>A7!YI92B*I!(w6&9=5rKr`9|7QX9%L=9E>~q1hG=Q8gZY*1`GX zYjV{TX6%Miel;Xydm7do`u$6Da*iJn;*JT4`1DZ`>}wcr{qIsIa@sN>svNxv{&roc zd?aHo!6S@bIzZ#`sLj99@NT5+yA*oEL>zk`KyB*bk*5B;DAkm74brWuifSOLiDjj; zmlUZgAnXRBPUms9Dluqj>0mVV6p^vgg4Vmm-p2w)?Ho_yJo#GP>W>?yrK6>FEmaIm zbilQa@mV8qBpp~dq%I?IwTS0^8oyhwuS7bV zEgwr1w6I3UHsEl%z?NxpI=oiUH&McM)jGotGn?_ax@cyjriwSWhz=LL6CRvIS-e)z zHtrlJU38KVhMEjA(omGlB_prrj)O;s(ctv`4J!i}HPh!OpLr#9j57+Lz^Qr)DBB!u z)Z0%Nz?ZcAGk5xwh?yA1Izr zu^$8zvQ{seB*fs6*mT}6NW*8;kS^j5tbwP?ao9e@U&#(TRaKwdxR6MIsT=7hX`Q5= zcRc3l2)KqLM+63y%q@g!AqLKU^$)0h?%SIX&0a|t9G5!9v3xp`jL^O!%4X^*!>su) z))H08a#?agYOIIQc!%yO+UsheEmQEs?8wHy`5p-JvG^46Z&;bWi2*U7^r|zRIhpGHmv#8H%(~ z*EGwmI8mq}FU^Rb^VzhFML>RQp~LjnuqccUot+4VI~qWe10{Je!2d<@~ypD1HaB z>XcNW<|G5+4lJB*yg+kZf1~yVJq~+IKjfK`6fd}at!nv?nZW&86kDUyySWy31nHp7 zS8ak>s{a7`f6Sh%!chKB;`Z8}sQQ^V{{S!Tj@Kk{{FcXfcBQO#oP#Iq{{R?zxZ9?# zTv9*=Cvyi4$@zQ*pxFHk2wtQeSGBhMa3LO@lB>@65Qq&rLHBt5TLKX#CTDR!nfwpS z0ucxX`wN^1vLImC!QTG>kH-SVm!yCJ79#$9@fjp!O)rpu2IS}h*DKiz43anojY&EI z=_)v?arqQbM*XtE(0`%vcBT&Xh6$ zQr$7J0%mR920rn=k(##JCU@DNgA%G07=4VpBT)Q zZ5$jfZ<81{5f0LJj^mjILO~4;7AY1QjKiF(*xrwY?Y9I?JR%0#*C%MMIgn-~Ijn01 zoVdO;t!|~vyN2DYZk4>wsV%;>EI0d!mpju5)R3Vh-e8lCm6oz~CKmBgPy~{3}qS7Xb54(Kor8k(z1P&EeDV-G$Co9o*ni==gdE>ZHu=1sd$oXFC?#cRt` zW}cz9(A$dd7RgBPo)~gYYmYS0 z@w-WxVDaC{!@1h}4Z>vbd!1s=cyCDUCyv5K_wsP=b&sIja!R0W8KdqYXz!^mCYqU% zq-xVCB*X!~Qc7alg0SSDuVhq?R%IE8rg7A`N{SnBC@m!1SpB4%j~T{_s#t5FeLX{X znD9Xdm@Ca&M+PHI`bw6EM(|qTd4s?G^4)bluSK2H7andBq6*Qd$XFiGJA=+mdXJPmsf7<7y#Zd!G`HL-}jgMr+ zE9OQf{{SUw^Ym7El?yqY6VxxMNlS@~l?sJ)vg+3kmw`k8-zOfUUWk0f7tQ17dA~ z2*j9Cfu{F7{*DA91WXeUKQG4u5di=Vz58?gE$+aCLP@>9zXB3mt3zuP=}Mh+k6}M& zd#LP@=e!t`Y%gLNiW+IWN{yy^kAU7??{>@{old|MtBPj2dPIzDId6 zkH*yO0VqW}-Y3^qmG^-|X(vKYjQeDDFf0fF8EUH*c&f~@2?!vz7TiM1YA!dG!1H%kYcwYPom$Yq8qr`B zcj`M70F)OTAn0rxsyt1A9d^G`1}O1-Zagy3#M312zXW4>G8f zFJyd6AFB6T5_{TRYs&Bh&KBAxZ38(1M@U8N8Fd#jc9SorT~%w~G|FV(Er0xuH|f*{BF}_d5~sl%WA)bAx=_12&ru*3XwafqK4r0^EljW z;bOFq94uFNn^03Mnq;WCM^uz4B`4cS9o2)hn~~7Sh#2|XFyZxH53%-QSZMc|4uf7D ze5lVZ_WG^lua$F77g^xDGslZzBltY0M(e|`l^Nx3ZS2zCO6F>5S;|#Ttvaew@eec- zq_*ukdoqxzo2f~2R1yRW0tm-=!ZA90VvUt_=SOZ1?L6Ay$b+E^>1-DnrpM@+T}XPa z+#T9^wZoH|bRjD=%u!dFQqnS__hV4osd;_U5Zq662uL9*I(7zQd|E3&EU&T@yk8}g z3E4*R2bH<==d|n&7Bgg+c%bO3oI{*P2L`fngViyO_<{K^eG-0mmkbzhMToqIIF65l zS$aTvrXjg-J(^ngHY-ZunshkClqOHzkOls~2|Jri8THShh~jMxn%!Ux#ru6EYDTsu z*DB*LzY&uRh1j!0XSY}baem)P79;S5~R~n(g zA?d564FuQ?OPo%CHKOiuCtv|e{t-~4tg4-}A`-9OE6yyBaVGnu;eVsW^AFo^OHO$Y zw>)>9qaKU9UBXxBvE0-4;_5n6=7KtRj`OI9cQlvlyGmi9zyPUp{w2%u8e>&d z_)3#7*dQrU(+#9K=D~Em8L3$37V(C8#R|}rExJ^aLQ-In)9ZYD;HDAk?bnuRi}VVy zs@8If1g^OywCnFJN&ok`>mv#VmkQF#NI-UxtaVh54qnO7OA%QceH)(^F5 zGkz$r6Et%z1PAkTI9C3(qr=x01P)B^5T$70nmJaHj%J#Fo%^;4~D$Cr|Z)&&4vVqkJJM}(7 zeG#_9i0rgWAZW7aDDw)3+X%}VO;fHYsp_RF8A7MLBwa*a!qNyOI8~n=lM$Dq!Pq42 zkm(zBvD9k!4}#q}7d0$>fx+vIg5+z>;GVqQIhtVOdz?H2(kz*6Q~$yD)k+HWwv&@cg+96N>8Rnd&|p zfa>=~(bZt|b&ZD;iCOTm7lJM^beUJFn?aKnoCsdY21Vj+feXpMfY^2C`QSqKM^2xv z1SslDY*q?_75nko>nfcD8v)QOZjuws;V!P8EGIBC5}mhX;77!D=-xb#FXXmOLA8ev z9Nf9}bu>68Xpa`CZxnSPMaJ!VDF>1pe^yOzY2&7i(@fyjv|N**1H7$M)I&=Xr=7v9Xt^ZV06CJXp3I!AGekplsUN+naFhZz zgmazm*O;-#AjY$GZa&wu2t5@ee7W6rf;7>l*BzDvi1#iRm^00OXk?M#N1&l++iD+n z0yGw3w-7hDvqu}gFF4Kz9RUGrVXY-4K{_2(=enJnK|j_oCU?bF6O<}(unw@(TgoER zKVLDsM#H_gIu{q{MP6U7TonQ7dN&#z8i*7V6^@#Ll|RwwaRo;jswWxwho(cOA*^ zH!FzZ-$*o>88p=2zpOS&1=0_X*TWVu#_3A9e2tA}bv0R@eOv2Q?kU#^I#E5;j}I(Z zMF@;(y79h3{YvFHi;TTRN}$P*ii(@0xiW-!&c~hh^TyL)wePZ~%W_)&CrY!7?!5Yw zLR_eQUDAH*X+MzioEqI=?7Dg`E2N-RK3|nk2B@j*b$f0OvCFN=Jx?r3-K!yKd0UBn zrr)Plq^%)nQhA89Vmk$rK-G3lW{+k$TNQbm0+y|%6e-2uS}mnYwCk9#lWDQX6V1ig z{xu)i$SxmEq0v+ zv>dN};P$4EFS(R)k9evlfzALuvbRUUC4jkYuESt0pyhjPf{C;(C1N@Zbz!3Hv36o*1vM#-YRBAPq81?W173k9p+5@t#2MOBl{&rNZ1PqXt@sc`>kE$Gq}j_|G7B zt4ymPODviPLQ;?tEC8?(i`GWini#=gHUmJMqm7WX zGB5xe0iYg$my`u|C0~&1wgez` z4Y<;qa_Kw4gXRxe0E5VkS7Nw)IJG2{Q~53)uz3;Q4T$dwvl+r*$0%f=sU25~Uzj_G z4)&W6dqP002}w)j2U|K+kR+_~Qc^mBFgCdRCkpg=t{NIwQ{vA46A|Do8oEPkwasYM zhmCsyxFt=>(^n+`g(jIM z#Bwee+IdWOZLHf17_+Kzx`7TT3yto|SkJN3zh;indugT3!coSBW@D>uJ~GnxTsk@^ zk7m!QkZ94`FKs%vHwjL<98wOs(5~te>?SP($ZSr=2mnaOzNanMbWv6~wbH^vn+O0x z0NtQlS91?Oa2f!ZYI05~&_js0vGdcoIh5c516ns@MXq0K5hJ|tG!43qS6JOE2Bqgx zgdh@Dy8(DR_}V(*x`Pyh7N>1ZF+3-c(1J7|jzk>@T{i{AsWHkXS5cF|>*z&`NYJ&z zlbUoRwPk#1={?t!?pKhRAn8-vN9pCiSjD6?<@&p2@0M`UX08PVC_}l9Yg7=FnOm+I zB=kt;dI9nm#e-THEY;&KCsL`iZX~PBsm(rDs*ZtBl`BNOQfFb|;W~Eqx5OPKje?U{ zNV(ZMi-Nbn!gD6ndGRoBQF8+Rnz)!t7aH7jY#_)Yo>biNdnzW}$XHb}O~7akiMeVDqmaN=3b zyj^N~BkGc7>-x4IM-d%?bN5tYS?RhLQ&1mNv$tQ>#z%J(hcF70Q;<8FHk`TI+KP`> z77aoY$t0+Pq=^z|x+K``zC4E;qoTG0lwlIe+k!{hqwjn9o%SZ?`rUX2YNntAFJ!8A z%Oh?sKGh$_d;H^j^E^iPH&$!O>YOSbvr^b82vIw%1oN4J-A$*EnIjBX4o|1Tp6be% z^tCU!bM_ZDzYBI~&}+G{xlDO;E60M&{6ekWHC%+3yo(E)UxA}WgJE(96Ra+KCDLWD z(V;FJ$>!3HB0c_@) z-PqB(T6IP@nMf4;RJ7-JID7NI6{qcD-gB<+iZ@+0Q^T~h16zSBaG6%-@GhcmqvCOI zhvC$iOhzg;aFeTv)y_Sxal4#*$xIkV14V*HSxU zT_z$erA9WvWG0{(6VMz8S#m@`@sHQ@#-%mri%*d2Gl2-U5N`N{Zm_*GPo~nwjEFTGLT~RML5yH#%j@tr2 z<^{kz9&em;g>40NI1UKLzOHL(;y7al`nYd$0U&b#kR7p!*(R06Ryk7Ru7ni2w+`sB zFa?qU69bfsk|Lf=0$i~6W(j3<^E95AyI!NbqQT39a0cUuZD1*+%9CWtBh6FH>Y3P2 zj5*r-(}3bE9%zo-Kn+WHhSmTUNh?AInNd*#V6V0DiSq{c0~WOIhXce(j@<=W;%mDk zBIFbBUOLU}b;mFhRvOqc)-X(V@mlwBwd0h;T(qBqAnP*wJBVp^g-xFE9$S#os;07` zC`b|ptE=?$!%z-+vsXzxEEg*?spBvDKwU;bsdP@bHPAW~LS0fp1qvL28bCYSz$C5W zG;(FSlZ`+)qH!HNdjQj3@v=C8&@FOENY`bjWgdsK2dfL2qlZJ1tx6C{=693jY;56Z)SIaB zIOqkG3g1Pv`4zw;MJ#@+WR0HrJ5r9>6tP2MzFxG)%VY*+MlCP?RK*uWJGA zD)&1Mpb5nlCKC2b9y6QY(o`E5plG;h?qI#$uBT@1=Nnuo(%|(H%@#SGB z8hZl;?(Id+&E3v6xWA^!O?uW4QkK%7l{%BEAi)6aReOOc1Q1I7oNlS8#q+F=rj5cX zU~J;kai=aJq>k-ted(lG#!ZL1M&lXoM^eP$6(}}wY2p?fxW5QgpdJt~y-&gJEH!=~y0L!?M*F zq@av7qf&Ick2g5!bMgV80BF87im5s>){#*vDO1WY({OJmbsg-UX@W*PGGmg~yu*U9 zNI@XTO`>TV>NR=pW%b?7Rnuk}aTl6=0fJHq210EU2;ZzVdHAfjzm(>wG?{B{x@zhc zU#V1`YY-4RB_hCb>UoooMIHvort!+hnWp6DY~JQKW{&+_dAP4l23(2>{Cc_OdX7$Z z%^i`m$zbo*$Ifw9DC(aW{eK)@rX5of4=Zz=3PCgp77;hZN)Z7tpncdZgz*OC+Y&;` z(_lsS`D03&Ik+H?3pR8ZK0IJf~Npo7jV?=>#N$vParG z-(Yu=3UHr3D^-q2X)sf0#lxrFppP~&=exDuOM6MtBGhAbxsF#+W#edt!|HS`X&!7q z=_9uV-a~sy(MNfvkkM@fq!nw_2`be-)SHvG{Q%n7-!@gD7;~tg1+FKEKIFfo8i$u1 zOM&m&?a*kwvgC|6+_&M>z_H}m4;Wv-;L3}8s>pf5i!c%Ttk@nuNHH3 z*xQolc%zHXMUxE8iWNMRtTsSC$+USzfIPdmCkvE#d|}e%dZKs;;)vf~8{WY3bWYp4 z$C6s1qNk=686yzCMnQc$uh!tb>cToN2 zS05v7BY&I8uG2tQbLh{2Q~N~}j^&1)ld)2VY>xA**cAhK7ctZiJakqwfN>Q1=W%G# zwz@7I$+Dsr~OsoL1v!(a9BT*5d7o7kN z;Dp^JgAc%8ik_Zg_Qc_-c|A0vTX7L?jy_^GfKM>dc9v`_Ek770qHZ?8@u_(tdB(Qm zaIuOlZX#%DK5%HeOy}zuqe>Y{3yvv2yJ4h)q5uM8WR6lu0!8nJO59qH1`VWzh0+n# ziZRx=qd?a7xz+==>AJrfp}<mN4eE?JaP)DlcPXX=BB~(2mff zAwI03POG87OE!Qb?0bMDcmwxjr{T|bU94^oH`*k*h25OYC()^4JGSFe5+)NXvZZ@) zDua4yNi^<0Y23hn7gHG~<+pC7sA?K2O0Iq54bBPus-C))PBylb2$_SXO}|Me-m4Ns zCS%aah19nkrfD`DGPHTo{4V!1alcmKCFVF}!7AICsM<(q4V|EQQG7cMOQPIwcJT{r zvW_9Ga)*fBqs-~tR#K`|v0Wp&jY?E5dXDLlc#=6|*^A-t#b{Ywhd6Z6o{}eWJ+1F+ z+o2mBF1O~o2ji46SK%%Ocx@~$2SeJ^ZQCPyq-<_4vgDA;sWVFd07v{pN;3M_BANM( z4*viq@_Yz@u0vz8v0GD6aY{%tJ`yi00pe}7b3FLZ#%Tn%ylJD7?OjR6C~32f2;0pV zJZ!eFW$h$Hd?t`fFXs(3b<%R5MSM%Cez})~G=-3sLcj|n?M<}<5)V8)P)imiOv=a& z*zgEF#XivDl-Qjtb(D_0Zvnvf6{YZ3qfG5}l-2K!$+~9}Lus%nk7hxzI~bc2@7+~H zPg?`&s@fdK0th_8{{X*Ig>@_#oivnn4B}(K4hNV&_v+njl=UrT?+mFep~{seSQ@}C z4rN5_L`gT1aV9`Oi!jfD)EvI?)6Ol>^@ZHidvt{PC4g#ecQ(WVZn@^f_KB8gN$EAeS^DI-92e!2nEaf3 zn3gR1tUyyW-ZfY?vs=X!HZ~!R+0qY$@&MN4c_~8{#-CY)Erd zj?YO-HA`)(K#?F7E5wQ90FyVqD98ZCGXvTq|`kPaD#h z8h8($N4_{)%xTesz2Ljzjn}8facsk-7&O%9&v5tG0yHdP(lOs4F8G6UHj_}l_Y1+Ouy#3=jInXMoJlTm z?Q@OGkEE#y5SjC_`tZevdbCbSAk174EBC`EHun&3v(RQY!osFCl&F;YBkEy&PF!{o}**miL9UI^OBhLI{VQw1^Z`XdZZ zV`OP-g~3fvvzl7ra91nDTnS5`sm!^@l*2E!NK#XC5!@Xk@PT+I3YaT~0a$Q3zSQfw z1Kqo$C$*cmwWo4ILBIj|2L|}d^4219{HNYuchi%}qgTRDYcF=+b{kxfxi-BTGgg`^ z4AiQsw=5xs-P5OAatKM>5dtRP6=H0KnP(d52i(ce2#60GOwXcUISGZKTHjZ*!*At{t>gP1}HcedKLE*#BXj8+rRpa)+YURMMJiFsgQxtxBi`LBhR5ypy>m4}6`XH3N#z zaUjMh{6h+lqky}J%x}i$1LZKAImGHZM;lo6Lz-1j*!4C&L+)-17e!88#A+SI(mlZW zQIbR4PNSr8;jyzrnp0@0sWQZV%*kon?Lh&>Oz7vS!!k@84bOnM_0Ut%;1|L&Y<^ zlSteQc->R9lA-3&G>4;v zNZeoLfnv#tlLSS~oC_#`w)dOhLdsG>B*!_vG^wNHIe;hY<$(y&Mxo(xYPmnu-iX3kYlCiC-qan2sYQl5}wT`yD z4(2;-cL{GXVA9vIm6QZFsvTo-&>q%2jY}W1hi#7G9Xs8-VbFyoTPX_NDjS3K&JO-Mz=Pq>gLm($#%B*>#{MP~ri)79(T5j3^%>H^+hrAAz*7D`IiaKBba-fWS)#>Ycvu<3DPg__j3g;F}nsHtITLyaXOHHcDI zdnF_Qp(nsxMk=Xu0G^oPwXm7$<97>~8VD|Ji)1AATE}SM<7*v(AO%ZDnZ->h!Z8YS zQC$;*9~fvM&TX8@Nq13!d!S`E~tEmM^r;LRTC z2YqVYQ@Mx+NIJJZ`Yg32L=A$t2;drsSWS)o`u*N-sRGR>L&h~WIDS)-s+qL-i$qky z@!8s>U-Y@X_{IRiYOh~rzw*0=oJP1ty>^Ffp5RCu`07Pwp35XZlz+ggX ziMIWH_z;ad+*q6lO#@EXwY+VCV#$C2Cy@DISzf1jkA4IuB*3431T3KM9s~2nl{CR{ zLFa)B)Tu=YRNs6EPT6`!(k<}DP`#1_gMaS9bS92t$NMk@D9{_sTI|42Zpzf;4``ui z2`9!BN5i0mxrw9Au`&**nkN^JgjrzHd%!lh*4iBaT=sVw9PbQt{ZUa1jDUIOG6M)(Uz8#lBP%GYYn!Z?8opjC>a|EGD)4xq>`1lCq`O3PZ2E|O2F5ogk zORdbc;56%d5D6C+KESx1eZ*?89Bj>pKcjT867nsnYueVGZ(;+8xUsjOT2pK_O`9}^ z5EI(dyj(k}WePw^Q8y$78=K!3RFp7bc-P_|D%KD2A zropof2%&EeO$?nOxh3Vj8EJ7Omk?Zf#NS(9%A1a}3d%O9kxcfKx~F?Yl!6xlFbE~1;Q;Ujo*#%riuNl8y35xh9Lx)9XiUt3%S)YH>3OyBNN1wlHLNh(wb5~Fi#UmZ&?VbruVOneNpo*GS9evC*B17&IBf= z>QLz)mIV--09%kY_>2lj(n*OwXb+LVqEj{`4!9OVdH}Vz6Ys!+hyX%onnneb(Xc)v j0ueX3KhggHmjV-p$HVl%h3ZbjuJ{nWP1Al@5WoM~q_DBG literal 0 HcmV?d00001 diff --git a/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_mini_image.jpg b/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_mini_image.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcc8b9e4140c8eb40a053bdc97d2a13c186d5b81 GIT binary patch literal 39664 zcmZs?1B_)&*S~$*wr$(C&FN{|w(Xv_ZQIkfZQHgn)BnET=YI1(`SMj#Sy!#BTJ@`{ zvy;l+b-q@=b^(ae;!@%OpzlHpL<<0X?U{j#xm%b508&!a07w7;00Te(0{$OL_--M7 zGyJ#B_^!x6AON6m3;tcPfx!NU%f1=sU#|OR%70^kznST~FWk3n{jSX4jQVYdzbgvx zfAaj3%OVW)fAXw_ZZ-~XMos`FAS3WUYJ0zBW&g{g-%K3- zA0_{&rTCYV!M+=D5CG6`!^q6S1QPcj<+I;Gp#SpWHzR&C#COc=HzWPa0Fduh`j;WU z87Tfgd4T?zaRT)J=tlhZ11J1P59T+6{Oc$DX3&3`@|(f_jbZ#|@PC=}n;{bZPcziN zjQFhs`rjDA?-=g{2!OsK03i9zaS8v?S@ylE@&9t&Hz)kdt=|mD`**%fjEq2e|F=89 zdH>lFLga6q|1vW)0Dw{Oe;R-aA^vAx|Lh4+(SP;*m%rTrkpE)PqJQ_|dt9)8{kY#T z;Qti^`Ckn6Ukv?U4ErztGwwfy$^`%r6h;7yezWm+{qJ7_GdCM6HxtMIuaAb2iJOrT z0Qmpf_wU62$mvk)9-aI`rd?ptfZ*2BJhndn~knLKJEE| z?9asrq@@Z{J1}Ldrr90|q4y)4pR^l23_S@(Ake}F-Kq4X?xXU06&SA{i>^%xW< zBCk&!)v0B5KHh&T$+s>B_X^b3F2eL{!P*5ziGzFMBxyI9Q-3HiSR%0ANG-H&!)4Z6 zg6#D-z8hMK6DECGAA2aPS(`O?JXteFmUuF$Q+0*#%;?L#xP%B}>*97cM6|Ox6TRFj_7*4!m^Y&^;vR4Yiu_ru{M9R+`~CS`5maWKFJ|o^N^#)`3`JsSKrI z_Q%=vEOnligL6nfyc27_7CqE03Be9u82EHac^$*A>!Xm07@LFdb90;wmX?*SV`Js> z96`Y^dLXPG)-3%>mW@T`7-VBBSB_iJXNr&*UxxDieL&h^_y zBd0U=a<#Z7$}>MIwwdMu+hob=B`klKvZw0=uID@z;L@+gX9V! z){<$=uEX~ivx1NpgAAfd_d!Gs76PCr1{+QmIylKi&nW!&Di9FavamqK!b6LIPNvGCWm@EB$a+ur_I{}+wzRe_Cx`EwS_Xbv)T*lFJ8(!#?QqyH+WVIAu z`zMV9ZI6w&zdCNg49FcS1VL+YiK!>cb91Fl9mEYFa4}b}(gRqr5TSW}`(4(W9_N?^ zH1k<-_t4n(EZ*GOnq`wI!nS=hk6qmo3UBHA96Y!3i)c866EB=Y9nh_&DEy+54nQ@x z!;86;^4>E`%IWOo552L7?i@PP6o2Hlt)7fHs}OxnPN1p~bPD>L3hcnaQ^<`ws;0sU z!&N|5q-YCqVy1H%+|;=^P6iYL1W;unifx?a5J(p9wQOv7vM;yx02BIgmsT}+PYoqz z=^&1q>fKeFDj_yI>@wtu`iU-0G!X~lpeCZ7O@b}(e>RWqi2lxoM++vpnjFi&;=vz- zIl^0(c^N*_W`Q$Ab=J}MAT-B`H5E*~6Rg)TGtr_NUt>ntt6M!0OFX_*8&(A)=wxK7 z9yU-_siosmpJzj<)E|ZXAU#xm89oS+k!9tSsB9CHWj%=|x=C7>&r5kG3Pmv|)Y3LM z=)FSCBRkDb(UTX+Yy48Rce|dGiuW+?dHq3d7&|M_T6+g`8-K`a zUwOO`$~tMX&gbhFYz1*)D!^ceA|F+73Z?+(z4%K*9j)KA8mpg;`4{oLJ`QGKa?Lyj z+gQ`u7Z8OI_OixD=yuM_ht1_K+ig`ZaRffH7Iwakm%@pA>N7m!dXu@AjSW0|oG$d1 z>{zJa+f03%{U#goO`=XAhs*ZZ-5Sv8=$)X=ds2N~YUsIoj>t!0pEI5U1bqXE4{^;A z;`)mB>Tlv#mQO3dGN|@Udi^;UxeS%4+@@t(fHEP}O$35DZ1A}&wHCbuGu1v91FjLw zqYT`+ZxWGG*1@A{i>4ml)2HWJ3ODg+@>g7tV#Dbi`8yHeVOlpR1}XX5Rs@7QyYdUK zd2_f7Q9VJ$YBQYRI0hqu#vc^U#KTe}1~Xt4CNlSDW#G?}iSi0e4@NWMiyNPIdbtMR z1OJUV5v@POO#|bv#0TPc#qOc3(EdiQn+`|J(Uj{cDJrpBZ^tTz42&VU$-w0y*|ZoJ zypNPfuF-UmJP8R+6^{8o+@n1@q!VUZ5P}Qu_jzXtj(>&PtbO7!zoG2C>}R;n9n-9N z{1ybWAosDNAMyd`wVBBu4i|gIYR=Dnu-S3GD5j(Wt+Nlrx$$Q;f;k8`An{I^dz4QQ z>=iDy=99xlQM~v;Qo~D?62pA*;>T04OO+*VZ{RHELk6hGR1SY=B`(ZC@Z-4o@eYRu z4I4EAKJxt-M&BOFh90_%byD35rb}G zik8|$q*vR#m5_JJZDB6f)AGa)+^)?sR$Xz1w@2QzjzkF_otV{iN^MZD){B!l$%E4z zeIRfq;uHJ(QF6E#A!66nWW-M^q?G1PnWX33c5l9Ye1Ql6@q_*IY0&TL#C1dvWN!UGujPIP*xURN zVH^ff>hjSQS}tsuo%1aR(EWKn)yP*oo-s03ukz@CX3RgSjh>bGnyC%)n&k z#=|o_^a3$5jrRHGSG5|5timV6prg2K-AhB$t{~ZcEA)z1GGH~2MHTJUTpGCWm8$9D zOX@V!`%PSYp4J2RD<&=vvoAQ9+|><0zRdE&Cmb1cyXN zpn|@{R0_il_+jKQFP~_-N_>5{S}PknA8HO|c!;sGu52i*@|~%Ou$hsWpx2Cj=@E`f zLxH7jD1`JgLVTT0zuXT`5n04>oLzWT(=N8%k&fO3EK0Cl0a(qIc9#KOO%;>V$$X~x zQNK;&-bceQhL8&In2qLM@ORc^UnA^M+z|q`W}c$Xj9!hl&EE`DcwAqSGtGtCIMVr7 zQFmv57lWz_&D{{8#I^kIa?C>v(eFHp`IzB9;vkC{y?r+v)cOMO+Doj?@+*f;28=Ot zK?3Lj<3Ntu4`mDwZT$sAE{JW&NzZy68h!kEir#U}0fH$M`=eV*;W#CwNkkL0v${{b_lT;KN0Utwd;m`Seg|hBy;ZR#7jqusRTuZD36o zEs=k$c$BN?&6h-S)L*A4#x3wdx~~)MEIkCO(m@}iew<1>$|43Kk%GDyo6(9K=X*-p z)O!GQ+X%flBWzxbRr{4Og{&;1yW;z|9jF6^Y(2JxH-CfIa&Wr$Op%d6Yyr>fM(Tv* zEY`LS_^ztr9Gm0OsALPss`Y-}?p*KuwN*E_98Ox=?HoyDE{5;z={-otolCFEH2%eY z_c8H+342#R_h+k@v27ViOhYF%U?pyIm`nhiP^YUGEX9PWr}Uud60RVZ@o>Z}x0DpY zezw*E-OnJ+t8_LZQUX4DkZF-T9hkDJnp6SSLMen{36ciIIr!FpBM{J(me2M@mXE@m z+$46S&!)_g1Wvl{)NkR@X!%@M71{Pex#EHzW2(UyTtV__y`K*K6UaLzLUSd56K62^ z7_*xrfd$qJA!kOycjz$l9{Lw^AxSF|pXZ}k>Zf6$7HI!WM|paQElHy7NDycXKDh~9 z4GYWQq%H;x4at7~puEzBq*t-lura;F@G}12;E?h|4HAby$1@LFy_I`E|7z|C^$j0X6%sq^;B-3eX|BO3f8f@+{1N){UbNzk(|P^{L3YudH#4HcX{ ziXdlx_?$Nv=Qo9$6t3L?oy1gjJ+~Mr&J?1en`1O>L5KUMfGb}cT(C52DOIYTc_Q@@ zy&^33U>?T3$eNqEC|oQ!FbAHG0j3>h@h5ZztwQVdqiL%cuXvT61QgLG1FeCd73nVE zOP10`%1CY@w)#09D@3J8V@H`%Ltqw- zeqo56)jd4si7!>l?^UG;M+(J8BJ~{|x-N#~^vnTdwj!wT*~)CBaLi5oo2x;sBbpV^ z=Idf67809|bvdTw&4w zN~wqDPn-6C%Uuhcf*r^gq);XV`NS%@tX2Cv|U(U`&0q3T zJ`C2!b-R`X5)N_!hf@rK(&>>|H@%i`F-2)-VY%_fPJb!2V+j7_gLx7>7aX8tKr(tO z=%qAaSg?=)zvD}b! zEZ2xQ15=R_bYY1*{d~4LIhCQGHuG)#KF*)4mVFHL#ck3hlk;m^l}`tE+yTcmC07tn zQgiF(dY5Xy5l4dmWNnPn+*odG;$ptzb;S>|NOY^HMbLLOoNw18e6i*md2yQkIl7*V zllvJk`UEmplGL&=wPs`NLq9Y*We>FliampE^f@<#FLtX^ks+G|s}Ed6v)nJ{kF~Z^ zSy+w#v&c(F=e^>YjbEc$D+C17eFrs^VVYdNzAWJ;ioV^q<=NxL0|uh;=ng--?f^6Q zXkkMW3w-1~`X~sm)mvC*YFG*d-u~$JXccPU>Mrq+jQVZl=ZO#{Vta!TB3&VW5bd9WLNd3LbY<(s!+IDcUw2Z&dua0gDC#o zCiQheJA5fPn{T5ZwPpAQgCfU_8?H%VO==`rCa`|;{%!~^X{7hfIu{e5{)NE%I%f#W zliY+FbFVIV6L#w|Ff0Wk=onEnrtD2v5IqS0ba(=L$LajDbnfCT28GjHZ3zxh1Bmr% z?ZxVuZ*bQ#%gL6s8+}0;Ee|3GhJ%f(qGp(G4bD;o2hWc*%K5KiJDT17mNxSsaZdnQ zsxKrJg_{1sv&*a%Y7|=#pZ`Um^`?H+j%XH-Lxj5ls2qHS!SZl?K?JG-UIP*$)clqM zWwpm44^0`5%?xZGeahDC{C-rw8ol@Gq-_oifm=?vngDTMVx(G#ZCvqqF7%#$vGmly z7TSZ@$e=Q;7R@K9&zziRb3M!&1XbUCxAWPWiGaf|_yYu8n|$d(;{C7aK^=y0GuDkE z;@!Lsm8KC9XPwEWwD1rT&Bk`~c3*lf;xCrNFM4EoO>ct1L0O3xB``ApwS^Ko=MJ6y zA1W|Wa!8ELp3dRd+i0}E-e56ih5I|D!p!<>Pqf%fmIE4P8Qz%Ane<=Ig*qN{$$F=F zMk8W$xiu>JnKW#npVnTMQCcLXQTq5qer?5s5lmBPGb`(lvhg;WoGvm zu8ZcP$D$XXl6IB_H^` zW9ZXi#vUqZUChGAqASNrBq!9=uSAzBP14u45zD{WuiWwqZ6Q(Mlb<1Nw8GR*N13pG zcI+Rt*(U)e4wuSuMbvR4t9xq?>d;EnWD35k|dAp9XNnWO?^Zxs;1>|;rj7@(f$70Zz2kbwHRXH($9Y6J-k>+i&*{O0s$fP#7NpBNJ|}2 z`Rl405TqZ{qxEb2fg33(;y7|y<&Qfy^5;19_3yjrlj$@oVjwnbR^@y_!-9f8gTW<= zW(S=`aZ@@;L8_M={eP_wm`pIP7JC_8c_8PNu>4igZ{!iKew4@kZnLux2l8S))R5OX&6=6q4aNkF2~k|wR;)11nc zhNgSaNo19KX#>8zj8Tcz3oM|p$U?KQ{SHel@TLKcSX6SylbytILtp$Zb)#%WsHpgGp}`}vXLCjCm?4e}bwAk>hMc_1kCW@};Tp$I z+0gFlStx!A1JndLBDQvKOyq3kdLEr`($~pk zdi7oDu5S0Fz02ILM_!B5xeq*2jQwJ)JNu6mhGcYD?;8bHJ%f)gQ^y?3lzKD?npd^T=ziJM$;^4Lh)(Kz7F5 zTquAzqMz+QWozDtyKd0^H5_BJ%u{&Dj&Mb(gyWq3^^DZaQ#@dHrzWrLs^4zS3+Km1 zwdCW^OBDf%S;yRPtY4=C#&3m*x`mdtHz!@;#hwdTA0ZkiO>zY%B0I!DvX!i5x;IIa z=ub)9$-~%FNBm8*n%+JKMYV#id&v_)9@qzKMUzflMyyVGv~R<5tY-U9v$<)sH`Mi^j&YN5q7`@yp?E*wb^lqqF^>;^!KiA$)BY-m; z?`)65%`g#*18K#xDY`ybaqL?lojp-~R|?@x)cGc4y&kf_-V?%%F&T4KztEg4wF!Fi zYoC^Z!5<1Dw@qqPOu|o%4hw(u!Opbnaqfi>7EqaV_?-0Y4yl&820}7E3AekMtK(D% z{cLk6nYfBF_Lw}|m|wrMo&$x%h&B!NpwNT3Y{1uHd3v59`6To%inPEDN_(H9$4%4N z7dA>CnAd#3EZ4&N0WEdo@1c|~!I4D=;olT_Jx`hoZ@Mlaag8#q;+MQi6a%iSc)*r@ z`DhwjXlqSU#;tJLu!Z;0qcQ`q7OP~vFr`tHZBo)&bi3o20OM2qyo2kAcp=9J;|Ap1 zFMhnIu>DbV2O^{Tg9^;f{6w`Qz++l4y&sGv@!_od5&E|fC`5FL54p*d{LroxYth0M zW7$n&zW4E`aG|ybQ(uzV@2Vs_We13e2cKM;5CCIG;D&ISX5VE(z#TW1v}+d&=HEe8 z-*ReU=c*B@1|Ow}%ruo>m0WQ0Pr!aE*EmI1Cm+kwi)gNm?zI(5sxRjU+jB*^{uk;H z@iJnPgh^5(@^;*n!YSAB$OS>tWiC{&M44JrDKqBT_hhh8pa!1BQqg~B;)87r4*hqT z18ft_GW!L>WybHcxq9O91FdExms?aNu1H0=D!O6rp#sH96ZTGk|;i6JaPQWSIDrhk^AgAu;a( z?0Qht2-#r$k8s89-1+RtFTyZ8N9!Bm5dcQdHn5aVwmO$NUvL>3EiBLNSpvpF;1)zFejB;({v2yK-?YHbU9T`7^jZf~>JuBK-sd z;EQP^K2FgB(z>0r6A{wxLF0o==v_1x{+)@|G zek3nSW?n?bnE~HP2+Uh=cvz+XrS;&5x2!%blg}3${>fXrko`K6h6#zy(=BYlSdk<~ z{DT9ePB&4g9C1(mw*C#MX!Hj$fg5-FND{+}Czmbr6re1}wk9R6s;N^u*C-oVi{d$Y zE0>&v_VYH~=4$#BuQ#v9m$7`x)6v3Qp0Fo%h(qu0;?PY3x9@J-9v#(53WY9#jWDdA zOF6KJC;Pv5?eT>(i>YoD{m{e4)xb(7>W?t# z&)1#$(>x!jYn86Wt-muiZ!{6?Iyg2lc;a*)q~+-a`isF-aO-1K0|ev_m27U0He>`% zDlA^^XBRUf(aKfBeZXpMGL4$eP07+PaDPO<($B*1&Md8JAnGy@p`Qa_#eNx$+Gu=hKU}p!&ow#wI1c_;kk&ea>bb^t zTS~BK!OOsHt58!L&KobVhp$5enAs@tiqz?$Q(ZI(3GU4ttNf}cy$#e?e0QCTBv@{j z;=gFFF_g#=6BR;)#?E&d{}{fQ?EAX6{9I$_)Iq)B%eb=@OK|`=KBR|#r8D@NB~cy9 zrF1FZQO%0)w@U9B4OnhPy^L(Wf$xSuDyrH|uoUg&WJ z!^ROjQ3;OL+D6+O3H0mMh*t`(=}dB2(nun&Htx#I-TvLJPIuIzK0=c(MFba0c#cc7 z@Ttma&5#$FwwYu8E$`{3WLl98X;*x)${o`42?ue69}v}JRbOEY9g2P8!V+Js*V{-h z_sd4lY{1l$olq7bM3%5;UOXXS@CP$L{>f^1r`+P&i=vkSOjD_B>b~%_2=hx5CQ8{o zTmrnDUI|e1cuypvTvO z4Wdljb0kIOv(eU_sZU_Y<^f)^{#sj3z`lQerqEZMMqcwznXW(2iTXEO6R3ToQK6rWwe|nS3~bv1SHiMWBvJzk}h!1h*DLO&A#H)gNGrQjfXP_~C5dh5;4FxeMP0x@a2%9!qWzH)AS))|q7O(L>p=EGho{4% ztz9LInhX_b3rZK0zqC^vT zX}w7@9})P3(t%J`%|jD9>jc0l%N?FsKvIcJ60sayY1OH!ut0lKY;sjwY>hcF+jdMk z+}b>>;FHeL998m2gn#9rdK&g4u9)a5{Cu~~L8t=umDoF*tu#W5Wfe2KOJ4!5xoC$m zuT6%iMz1G%x@K$$(5U-b;l!z-_uGq-UkW$sIbWwc6)+17Qa$t0G5V#|Gb;;#2m+lR zKz$Ac*MQQXa**>HBnKCHlqOtemt2qwdl4*p>c&`hj7aQcAr6}w^YGr=H~;Hoqs!%J zu#IM4ds%a5E*WI>PP&{D5SizNNJEJKXV5Dx4q@XwLrxCD;q)y|MqMd9ow_QnX7)c?dOKoV-uG@>$XJT}{&JlBSBt1;Z z4t&UzB0xKsV&0*%F{m|%?+I}QlCPydv*G87nw^iew!)3ipv3i`kRUw`cCn*}%QkNf zCf$b!UO{BM<9+r{``W7uw87t9Ubw8GG+Ve=erdoo+t%wy;<2pEoEvw;Jty{m-Wr$f zefEA>)ABkRVhYewN~nRWm8(z8G^dfrOXrY>S{u~t-HU6)oalPVDONSs1O5S>t zaq-Sy(-Qbz1h=kXS$PLc&Jt@$yclk}jEOIP@8>&=?m9tx1#+ON!xeVJ!j#0Qk)6f3i^+Fxbi&Wa+MH7SJpK-{pZ!VO z>uA@N-myUbYqB%;H#8-W*s|}vmX9862Z8L*YCm?=ZNL5zK2R-G8Ov2pP zVAn>TubheGbO+4gN5|*SQhtwzd8=zle;@2Cn>j#hDfNcZ`*RwlwLPRDP~nUv`YUOv z4N)=y9|{3yGTL-T?uGd{RXZ71Qs3xd=Oo;*3d(S#{Dn;K*12L5cwzLsZ>I!nE~Z&I zpRe4@mx>N$23O$IOFYp`@XW_HSwBr5c=c4ND^M7NwwRL_ObK>&2ryNi@eH;NQO9&p zE>&OBwBHgTuF?yxZ}^C9E%M;H%_iwFwlXQ9P5)C%Sm?H76)s8{oJQ2h;p#Gx_8k9Y z5+ZG*NvMho`wjp4g+?7#8~Vaxz(KU%sX>z*6-v$MR`Qn&T zOl}QQj`S8ND^(`0G^!6Ad;XZ?b54?b9MNwfnl2R@0j_BzHf8|zf$0 zdMZx&FX|Un56EkiLw#;VI(d$vr)fVob`j^|+B##idP_!Is2JUTHbUG-*E|4O{IGl+ z!`+jOP&y$W3*oynImq4=TQ`}U^-uN4-!Hz{O zF{wruJIX7*$kbom{U!NswOOG3B7T@1YgsF111F;fRjFDX6 z->CODD0IthPHEuxQ!gYRmMGPC;1&-IrGR~F>z2bl9RjM?;6!W$A#R&^;?~|z9n|Q! zl735YS7K=8#(#h$27TqL^;_L$#!WoIUr)=MBTWk{N_Ls&Efa+g>fG+Mh8AA4KG=@F zRFk@Pz58cv+1(*Pc%povhG20@IovV-z&h(1qD+M&i<({H^QOE&5uWKhC|)aSSqT^T zeBrAcF$DlWRg9Twit;OO4#DJ<(QT3SW>0Y}o3qT~H}2@hedM3R?Q0=-OX!V9$svu0 zmkw4g6)MjLU*wa}Ar;RUs|e@_#TtqxyUs{JbH*Qv5z^>fCFnBKP!oOJj4$2&rBv?} z13y(>)-SsF5Nh&0#YZV#=+d8?=bWh49C#bZn+#z*P(eEzK!ys>J!cU#fe%jB7Vw72q7Ud09MeSuQ9;;Re(ZvROHJv7? zqwWShO^i7@Ok11!%Hsk+2w-&3Wf;Vpp5X@VEtha=4XOHt9Vj$4T*}~9R2oSks%wz! zVQtZNN*t|HQDj}0XD4K~_L8}rEz`mG`1-G zl}6_YaK^MU3$%c>KED3(T+a>N>h7{5B39k`vUFj=xaW%Cu>#T^WT|TPY+#8bJ8DEK zeAw=g4J6}Gb*Na(-uf}iP2;a1#N3CTanw8RuJ$asUCkp%7jO4^t+--^*(# zyJu^w_l!^~bT959@PeS@s-O;!8By!=6OFYUpHD`}#GR7KH|bBt4h6r}#cWR=(6VGU z4Yjw^p9l-Gz!{Sbc=8-7fBE}>4Ro^)UF|Mp=s!(ijP-G%XlmgOkL6ZSG%D%ihu5KT zsmZ(Wc?A!zP7B~TTOUShUdd62-ULDGEP8??2ejGwdsoh3k_5Jdklb(?07kh&yEajY zj2vw;VfQVAj|O5j(9cF&85V-A=6gCOZ$6w$$M)D~P?{y>E7i>G1s zlV7S>AQ)k1h`_`us{NKc*VBg662ZpG^gam_Hc25o zI!_~s7}E!)eP5DKG{-hP<|+1wE})iN(mE1vh>&V4mdKC9bxQ^f`c_hDZ8*KwRSM$h z!+zq*S1K=;y9S<-h=yN?ksf~MT{{)oj5>-mJ^!uMStv}S9;7vYmV~%d-?*#uOQ1*6 zcz|dp*FdcgCo5Vo`77S|elsr#WUBm}F{Jukiy9y018~e)()rJTtDb&f= zUnl0mZ20Mr_U=c8arvqnv-3IG)5avXilbd=1erx#%t*@7!Dq9RX6xaFH$jYcUw~iX zu*~I&n|rGz-ZuY8_V8Wzp*RIUdft`N^#cOOvS5?T^N8t27)7AC$lBB6V}=-29H9MU zpGTWqa1%imrIIv!h%6sxX3n)e;DFaINLo$wMF*h=?k=u zL%rz~8n&yx`^6&VY0uyl9H?AK44M)YF%bkR+u`mm(45Sz_qJ9OV_(8&C7ydqzLdjO z<*AM!JUuppaYoL$89vB;8t-76Nn$;Z#zOgG2V&J)Oy@=(ml!6Po(*RHZFcI-jYO?w z0U>3l)MI~p-z5Aj%O4CwbOQKNw=)8Phrx+-DZrWv#An45*YL%MiJ`R$>2LSd{{B?4 z(21U8+Zd4aED!x~B;)9>wH%?ACNCqi^>`E9$$3DABurG&1?6tMO8sd$U`^y$keaD* zyXWWVky%<>DgenZ5?RHIAGE$pt^pDse*oS= zK6vp^54nYemNUM|`ZI;i@X7HT1y{Do1;>&Ps;#Ng=_#J0P7#GkE@2t=bRK{Qnb3ly z%*WJoNVtlMGd?_%^W2Xftys;2ZS+8eY)u?RwtmYN2+z5Q%~Sx3=As6f3p3Y36Ldx- zQTM?8Q_hFsqiYv$>D`iT1x`3sn>;)1zV`Qx3C_2jPoUgGJ{EYoK4u$esP6P1>tIqp zXDSoV2u)2F!ft+9I*OJqZ#(%Y7WZ#yE1j|n(B(VpVm{;k=H}6*MnnL?d^%?mvj>JH9ENRbFa9QHCS_?r!DE4}Vg_H6EHC7sl zPlScgOKpj_pq57F$#Yp5Wv~DG!761*9Hn()e7Md(P$NR32>Wg=AC=S96sb>eNGpkp zvdQW=MkDJj<=_a0d5&~n0hU0a#fN!2E^c~^I$$uC8*E9_lYJr7#e~^iXs0S%g(MYg zpFqML_g{MgPGdi2ctQrrN)5L$C>pY|A7 zJohT|SD;ZvCI90LtlN>x@aY#^Lqy6cOZGKudXmeYziIt7zPpKVW@SW&v^Sla9*aH*Mf4m%PZ(@!qbY8T;V+`eNdV#tynZZ>K%LdBxyOf;|6Ts zAwG;dk?HGGRgFwgicTF8R~KcJm9g$%ThAxMN#u&sZOYoD*S!V44O`LEJOGk3D|@O( z1`3tO{NE^rtHJUnN(aJh#G314!&xpc4u;}aFpY=?yWI&gjA-3u-oxKV%T6Y9tk&gT zX;d@QQAxfw2d!`lYT6MT49AjH2Ag;L1vPhXVW%EL`1^qfJy@4Z*oikhh%18q#}Ebj zhE?K{aQU&mH@&l=x{(ba2)wjOF8I@6*Z%6HdMvC{`(yOdonpnzy&BRMbqjfg0JOoK zi72>@Ih0^?f9Gi6(CQORX_Q+=4Y-eAu=!z&9Mf|f&4Ai$vpvp9V+mgo-9fU|Mlk82 z6)@AdS#BFDG4k6mQb^v`&9SAW3Mm@nvCrifYn(1d8ZoqVsveEVPZZ;`VQBy|6my|Q zz>BP(c8_{@+_?VJ!&WLP@J*`(JK?)^zPy`;&KzwB&>oEc;=wjwWXo?*2g zlv0{BQjV0cVst_ncM-u4vU5P8AAKAnbss(m+brnsW8F>4=_*WJ?M$kT z!7EFZ*-lwNzyk#BhQ#Th^)(lJG)8Z9Z5TA?mv0?X z#rUjz0GPd=&?W%YuCAq5iwCcni9t|&0uO`ZF%q(i)U4?=K8=-Ji}lK=IE@^ z$OPztVqgUl(Ja>-#Ol+;;M7%imiA(_)4a=b?zyWXI_4;|WeTfxl^KTWzQPITU2qm5 zK&GqR>6{TOw-5Oq)FKz9B=<9m678|NhPA7a+%8d#=K4j?td!AS$TN4WUO80s{s@yl zh4ZQz(3PaO+RtRp^FEOoFM0DsJQ}YtJfW-RBEVM2rGvI1VM(OQO`x_d-DYn9+=XS-@I=ag)z|k(vDA)r&wj~6-Wt;)<8Of1o&t}P9`~ix z))h9OhP*)=dxW)Km}q5=?p=Pix=S+Em2K)w!;0W@VNBs7p1WAwM|J*#(A7 zdF;`B{n%sHNwPi6pSmVxq*IU;y7R~i%&}2f^M_g(WZ+>b8I6uxnLgDzbgfM}P^UC@ z9*FAmD2U6l1Va8-=1u>6nSrV7vO_^qWWd`!(9FZG!99v0Cmxp0g&&Lo%QWE(0Tee8 zMv`U{WKLtPnDsl*18?}u{38K>eM_QYE-#mB=q>%4QTybHn|Irn-~Pf2Go%y9f*_q> zIfi`v_JYi+3Q)FgQN}pMf#0fb{;=++4^F=|g_cIDB#S}4av0Fdb07H$?#`5YsoWtg zc>ZlwX{}6#7yOBI3JPuaLE}5VN*yy|^m*A7KJxd6{}a9g#P20 zSq>bgDJT4_vn^zvvbmNNxmtrf7LX`vHH)0GGk#`;7@*=M;{w3S@xg*=Mj@8$utR

w&BI}?Jl>%y*v|67&7xl|Z4t$Fm#PBPwpNG|vC!=j4o7?*GfC?+e-nCeqBUiU6 zkb&w#Pl6r=F}iP+D(J(8-j}h260E0R z`27qyKuMpAKWO|I%a;=)bU?G;KOam0HOj}Qf~;Q*7ktq?^u(NtP)ZQj14UU-oO4#n zHbOf%*herrhI8Q;6!=|6{0qU8kt8reMvvsnwliaU$`wJb0z;v@FR17`UGYJ`j8{{R zz}yhA2Z1LOuFksH>5N51VKj~-h)4uhc7nM>Bo8T;oU4+p`ry_h{sea`d;V@}o~c#x zIn@$sPM)`Q$@`uj-KZ@L{m#%^#2`lVK0vmLDSlsrnZX&H@(D8&84EY zRn+Y-SS0vil2cKT0!&1ZGny#YUcxrdap1NcDyVejG2iL$fIKBRdJ{&Z)g(Hcsmc;r zZqqLGUNm*{>$B5W%)hZ__n}COUwFrAxQ|WcQ3OKGNbISUX=5~0^*xE%8R*1Co6X`L zCq4T2!-C3HR^6w$MC+G!**Y#9ZGuj6)}fs z&9F_a;cf`B60E$JVj8wK4cmxj*C)%$)k_wwzS~x7f~&X%>4ycvG$<)6UY-7tcF6U+ z3fe~L;hkz-+CDkz;OpC6hRM0xo;?|0++-(A%erHJSuARaymadDkP%{7yJDE8skvf} zdBH@syBxG>BGplX)y_Xu`GULpY}mcmP4b;vSQ;|py{w*Rd*XZN3O^zoNh$0jTvzW zYr===*hfAkEsSd;I=A+71B+`Vsh$?ON>{FfyhnrU({~wJKbi5TDAUJ^NXn#N25s}z zzR9qS4ps$r`InVg6N^)NWheUB@DBgc#Rfjsn8CJ0O`B>sR9Tgt2=!WSVWGiKRN@Y0 z?4RjQF+>{$9OX?j1e?`G>NZ*Fsg=HB^=~hCHv88;aIa?|1fk6Q=E&nR>QFKQnxg=G z1(;59Y#BH4;4dC9>mdmCPE{O>Dn6aK`f{>=?)U!1C(XN7I&n>A+B(0 zW*2%*^0}lJ!CZ>BU7s5ATUea>4}Iu$K8~usOlBk~S^bfGH5>6re#i87v{TRhRQ9P4%H8pN zbFVgw{=R(qvTD=bH#-*}oH6NaZPoc0*|(~Cor3Zx7HcAM3k$zqDfinQL-&i^7aYzn zku7vqs2-I!skOK-sh>^aYlsig2q!;^S{qWmlW68atXgXM!f1@w?E9Z}aLzYt%$TmW zRum>flwIZZcEf)N27p6)p~qq0C2#g!HGn?;93w{BaRuQW9wwRVdFWFNepR=5=pP4S~sc+iW{a7z>}z%Jjs^aq#P zN1Wt#wkB#Gnd4<1oc0GPaUunIUl0}Kn1@u@FQxbD3WmNqDt}d}QQHe7W=qq5UuWpiE0Hn!=yQiTqdM3AbhIr&k*0SBBSe4vm4d$l10TOgAzuGsz0A9%{5s z{sefv-(v+^0g(e|0acS;irrqZsMw5V)X zh4*+CFEpSWD5phrIFz|pT(D-5(t5pS*LjO%&zW;pTE*Vuy(^*H{cgsL$8p!>Bp5fS zu&fx631aOH@{j-w*I8{Sjs|6M#5BKhz|+`F*o&sgJ`?Yh0-|+o6)|puz*4fna-Xyl zvaynUU3p#!o|}NBSqMa8D-rG^lhY_YW%s}bBDi4xYCxmTb+MRM&r6cyU=6{Q`J2ls zm_j;|vX#KDSh_`AS?+*eT@8^QJ$Rps9_rZwq3I6CAQ;F^Mp>xw&v=tT>)+;W0G2pG&-&3-^!n? zKWsB))M+jN*`}A}JF@#e9zRSLWeh+G8Cb~VvQ&o;u3X3ou!3Bix{r?p0$50SPFCge zo=3>^UJLjvHOBEg$x&OMri9*JOro}%^?|<1*64p}6@RjebpCYuG2b=LAnHi~P6AO? z4jK3d7jFB}b+$zde~a8caSOflWQ}{W9w};>Vd*zv(3cUUzGza7qhY!Hn?!k_n!_f2~&XenCy5e?mr>HY?G4Dr);s;;I5>i~yg zzb@S_1hLiTF8?Q15Jm=(>qM5C^xhjnH7HGJ?t2@O0q8?m)IFe9Yg;TDzIC@z?9CZ{ z5633$@O<*JuY1{t2e(WN9C(1C(X_zaU{h_pDc38r#};{o%{4tN-`a0!odSid&Vg!yJ{F1+7-NnQjshD}k~>-^gu2R3~hyWM8-*awOJu3c1jj-3H5y}cXqmd({o zC-gju$v#rgn4kW$3WDrLro6ds)fSR@ri|5wfhtyUO(k%N=9J&(-a@N4R+#T2ogr+< z{BDw0(5_hdBI)Y<>!r46rQ;M3E2Utc6MLj&sQgm)pFDA{kvWLBpQTq85%w-*M3d;!UMmhb(xH|2PO?c0TvX?iAZ z=Y?*d-C0`|)az;{twm>ZLOd}>VZZu+NTnJ`a;cG)%@2NaVz5x1-Bwq6<{6syc5DN; z_A90nQ6_GxWXYrpm+@O)JCq*<*9aXN)_reQf0*{Onn@+cp6B@I>RZfVGtBH<->3Y@ zzu~S(xTYDfaO_l|Oe@wd&RmRa7Hs4LTGHBQNBpeEvOsiad{Sh+?$~N(`WlM^n zv6NE=pw(p0JiA03dqdy3*-!oj*9k4O2^PX)=P>4RI2=+dx}g7nThVIe{p2Y88Y$kf zcK9*+t+u3PFQrI@aR*`FIidvK+@bcPtV~H9lU~Sl;H;+!tFc7bm0-9UL+gH26AL7j zi#|TTsWb2%k)^BFUnAlf3hgb#@)DK%X5)BCG3Z5%8fP(B0*L`~X{t)XI zvdQ~_MrU)F-hF|7_nf=zJl}GeV)@IeeXAq#v-j@YnD*A;CwJv=a^{DtBkioJUtX+o z#cOBGhN=He_8`@zM!_j%`iyxs+(3TgS{ zLw6tHyHHhyH}XsJVxw!E=cfV+cxdXI9UQek4!H)37-#|!0;fc82skS&hpFP7w(K8o zv8WRByWHd!+0Ob~0tj^o{*m$hZ*5Pg9BT*qQY- zF&Pw-7cEe{K!!-}P4G+bkQF9<#w?M7 zqvEyi3sSiW!nZjiW1)>oO%{Z~K|)<~H}S;eGv(GSNV4YEO!rTauL*^GE~}}4 z$Jmpz^_a?V!+Lp0UDb+!mlm`o<3PW8@9)$v4Ut|jXGS9x^iLee%Ms!s&Mp4>p|_h- z{h|P$k+@g#aUaeuziHD!?=Xsu+pmN(%((NPJh{zJ*F z?mN`eGi6V)3Gp<}F4n}o-6MOi@dOT{sj)W*bE5}RVF@)w;K&av;|$32lB z-RUB=(ddk#;pH`H&c;vInQwH7cF(`6^T-JijC64cQ8vtdO9DSJOKma;+6L@vRA$`g ze!-~MDhDCPDt@U7YX4&aITxQ(%0QG2LoCz433$|9Y7AIG1=aGcuIfKi=zjD>J@c`` zY$%9A$RW#Je4fYPeTMUf(!B-LhyhA++YS7s%HO7IZd3?>@y5*857UyFzxzmBEZ)<< z#2O;f&F9-_pk{c_5wp81?9`4VWZY^~882j|(hX)|e`N2uVdTl_(|5(U?r-qRYNp=j zQ_!cnBF$%_QBXJZqIhaSvd72{u0zAXDBy?ROPhM>!tC62TWU8DL!D4&LcYshuyjXb z6Z?YX;K}xq8D?nGBYC9aYDTrz%N-SMiGGw1O(eUDJftB$_->dslg%%|d%Rxs8{%jp z7jIU22x;YNrnW`ZuMH@P`-RyZL0-!0cofo;Kkvm|DOP9Xd8rBj!<32PLa%y)j^l@t#`n?Zuj~8Yg^ycp7mK=n~bu;O;)E~~!qi0QUA`iLNDx1@& zXCh~(oSh+3Q2#*=BHEGXEus=3xO1CW&ZEmj7-|9Bk_-B--L&Nf7CM>T7OO};+C|`* zeiI{9QNUw`eyfuIM;XnsAKhA^nxJ}&njy7)NNldN6l!&vU%;QotRFIa=d5;*KW;GM zgF3nQ!Dulzg$}W6tqp~pHK!_$k3uP_MD6)O<7go9bRTwF`nIc4-}Rpo%~sBmOJq!G z|1?s3v!IYx0Tj;MT0P0%A`}!|4QuWS?@rAs_$bTi?LQtDzIQYIouf9Oc=9W`lXI+S zu92IWo1C;hkhqwqwYwXLT7cVG3fcZRt?&DJf=H3CbfIrYrgS?g=mGAWcJ`~yAa_PC zJ^a3Wv-3ysI+PbI`|uxM&4axg+l`#0GHC4?B^mdK? zq)xQeG!ne!9ATu8_5yCK=Z>j#YTKp&9IG#~J3Itt)FPdz+^#7OWHw~w==7~McQsoH zys#sJC>@XM>?r6Tw727S04tj;Y%gtkQ>DDIt3!-T9PBptn##A)+Tbr08Yu-_cFS4% zmNeFVfSvPY&Ip~aM4)Aw|Hih$3t90){0TZ-w(HiZEG`-g_r5SlZ@+6+y{J);UC(|*L(D;-lm~@ z*Hp-=OY&E=o3PSE7NMEXm^f^Yq!qV|tDtHX_}bH0Bl}_GkAML<{y|IU)i) zF1(!kB~MCeuQ&(nRUrkp)4kpp1HuAj-C8LxC78pwATCPDhWNaTF;Xax+S7T6-4rO%(jlIBElR$*bHo_ZKZ z5tfz4jWEvXtcsMEzA*@m7LVkokZY}Mi-v=$RtVjkY1rMe{I$oFM2c5K$G)<`y-1{C z2723t9_sUBebKJriJriXWKv zZLtu=1G>+!=%|Yc_sS)L-Kzv9rA9&q$bO7xt5-?fC=q&5?#+=y8KnUy0Sp4phh(ze( zR9HGR);xsI*G6wJ%@6Y}`3XUmiJY#mCzyTe1TUs52g@QFQ73k=@>CXz`lUmr)#nY+ z_s5=hi4Sm6p&v8Fawh_!s8E1R}$D2$<``XTTmD0nIMZdQd-Hn7TxY(KC$_m ze89kCeMf7w_KQZpZ2{k+9Jev0%#sjQ3sud;Rr$||D?&4~h7>g4?E60IkLmaulnyvY2C0xJlFWEsiLZ5sjwdKOQlxlwvr4bj_4pqwBz@(jA3O z`8;l`8Iz>UjVl$+Yt8>zkKcuX6CL8I8`lPOg*_d#P9ywn>sJ^ZLz#2R=2Iu{M?*4) zOZsbf8Im9Vt=~CgX$)Own#nrwqUogd6kAN^a*yFsxf}IKNxcKpG$38k@dk#jWbm;z zp5Iel=)!GPRrIVrP&#U-?2!lHn-E4$CEM`5moW@(Kr)J9q`gz5S5gy0?s=?Qoubx% zkyRHF4Pin^q2+_Kuoc|~wTG z;N{2PQlMC>AU(@|dt{%!z-AtbwhFd@3rgND@sNTj8D$qSd{ZeN<&R?ADpPd1B&;oj zve7@Oy{Dx?8637vm5i7tJH_mR+udc%8iC1)rip3)dQa(6&4aBuW~4|Na~nO(^I52k;Vp9soAY;X+W~yAIh4e*(=;IIBZoji;b3=q)Z?%N6qJOD`{-nIf@SP2j z1$9AH;G=kioseiM8^PzecU4nHxh1LUgZe+ypK=}Ki_Bsn(kS9eI21JA|LR-xVM>PM zJ#WrRl)uO85!<**W$ESdS$k6pJJ7&ZfoqO@$UuB2BS39}|Gh~kY0x|kf8qq;dE%=B zGGv=x(p;wTW)}kaOmJGSOj$?9rUlx8?47l04TOcb+3%0|SFSq~5WT(maa!MyXeYWq z8PTFyCt!RHg!kH{by!B_ORJAGZdifX7WA}R>s@`QW&55dCX({*8VAaOVY$1Ur`|l= zU~53}?F+As4RJ0(R%0QROfX-U@ID$+(5x|y8Pmeb+l6Ot9zHf64gmOH^H*NNS1v@P zzd1Dc9TLn;2?0QY{{TSwbsK!YI^B;yqaScfj2)u3K?rLrZ{Fmnucx5ex z_=mCbwFAVz@&vdoB$$`VG|ROk`NOR5s^`` z(2`LwQ4$f+@zOJ~v2$^8k<#)D^Kl5VaB^|H4g!IIfPjpIjE91P$3ad+&hdYoUU~ow zcwhnotSkipi2(tH0r4^bkb?IU2I6n}N0nDap`c-4;ouPvk-!a_(O)eE1qlrW0|O17 zLlAzi)TPiEFqq`*;;>k1;6SZ2Hb-DW0X(HdeeWCf*>fsR6PF+aL>yc^d;)43S~_|L zE^Z!PK7Ij7DQOv5Igq@Drk1vjuAaWBnYo3fm9>qlo4beS2QTm7kkC(I;Su0xACps3 z)6z3C3yX?NO3TVCDjOP`np;}i+B^FC2L^|RM@Gly<`)*1mcOm6ZvWWX-P=DnJoWG3j?edBs4S>G~BCR5Rjg)ieo^-kh8;LimSmHJ7ZCB z1j1uWBox&5B2aRwpT9A2nMK5*;@YOZcvbDMX8+$53;O@1+5fHBfAv}gkfFfmF9s9_ zAPQVvNK-Sb_C?au13%^E>CoE?lem(BlR1mT_)Nf^G?XV2@LWpbFD~K&nvyf}e=EXF z(Yq>6G6Mq1>JW;FKk#rl1j`h92)Y$dbA1wsbg+UAAfB$lPF987k5rt^ zd{2#S5&wHBzrd<^8rvcOc{Wp?Q!MDU2GFPH1pR%Nv4U^~Wh%~|i6Ldu(@lA60A;Aj zJvO;zJ~y_$^nZ4o=pk^5s_^_>;U>v{`Y|$);diY?$jAz2pNpgz8n}R_U6foOk{iAo z+{+IzTtpV55O?wNG{h$uNxYl)VCWm0{W1!R;=PT5M_@MN0V zF(qj$nW%feXK}u|gPb4d9g+V*+}1R}d+6iQ3xH^bc`D6c1u4cpscvHR38{29KnxB! zta5SJ=_j5R{>&-XfQS=Y|6~7LxCQ(U9D6H8?(T_|d&wjxS9=AWhgIo*^gP5$VUno4 zfGPwilT%s@e2_TBVDO7a3Ihypcv*Qp41@0#A4 zMmYnG_jD9Ni76R?r#a4*Bq9|>TDA28e3F(J6Q{a{!@tf)NEi{eIZ;Z&a;J_v6n(f> zM{@aT?%F{8bNK1E28E18#E&*i8acqpi+Ffj$$_?hUYB$o>rA`%s!|*77TOcGCRmGk zpoKJ3-@@8PMv$w0l9wx^6gpX*fOAr;XU-y6Dc>Xsv=qrH2Emn)e^s0>v7f|ckr;r> zrLG1pGE=wQ0B?vS50zml+5oYVgXWv!-Dq{DNBZ_!C5C;Ci7d3dUKpJ+88R$be_Z^1 z{uKPNrKKV`I;}y%pt4h!-qY1KJ0E0!0YL8>NBs8+ql^4xZAus;hK8J6k2QK-_Y(0v zi`+HjZm?)4Ld{jqWLDl_Xv;t(SKPia%VcNnY&nc>e?DaxmnC}F-6489n5(i>h2Y;f zDtDhp%1OFi8OJDy1n<^u3`#?2mFi z8#Ll6D*l*zgxE zgsEl9(?J@5?X;FD;i{^NbtI<*J*NthDGxraLMLf$z^e=R?3yGlhfvWMn75h)Sgh&k z&ISSe(oB7OfNMdyy+VmCQVHdanS2eEd`}Pu!y}6gO>9A75(m|MK2?0@+r>!~|8 z*@$lpXZ(|X$PX{uyC^4n)ZCX^T`t~|q?s#WkX*0eF>dX#Y_7DU6<0gZ^*5^K@t@<4AQcX3 zUsI<^bq}fL3K47Z+ft}wg*a(D1_q{4TW!1}&bDPjz z!lYm5aT~0tMR#E}9=tbE?oi}JHzFxxEstK&F34=xXIi*^c*Ql9l=HO#NCw#!46;I3pLdl8 z&js+M3OqruKc(n6=L5*|K^IAbmOnEWTT(++rg_ca?w1Mu>Wnt(ztc;dR1GrsoaOFs zP=@8Q`5_^i8j0~^l9Qg*-7RNul}zcTK4dyvsEFHmJFZbs(mIi}{m5;QrCon-JGr&M z!u*X(qhn{2qJ`=D+68l4%5i16;9-#}y;;^onwRLR(&?R>9-FMGjtl(O1!$-zXXrUY^x+0@~(5)YonsPH$v z)3uD_TiFBaxo8_CDI15Lh|FpVW^7xFHEL)w_K^nj*5bt+gS=(fq`q^0Hi%F?r34;m z2J>hdN#KjK;=Dr4w{^}Vg}L;gBrZ%i{m@!UqguEfF|7H%3$4ikYmy)RB<;1z2ZNpx zmQsjsKt$?oCmwdqY1OuBN2!CV!Gcb3B`%F0DlgIy#cr#u9d_H}M;UQUd}exS3{zNY zsl3dPr}NU2W)}G&v>9Y6YDxw`rAlx~?0QtPmaBZLc+S&)nRV zU6bjf_qs0t+6$oHam<*IKuCfnY2-*4z5KSspmDW!=XV+0gLcBQ1XWGN;+%V_By9#} zYkAoMHZ@nIhtHfkJ{Dr=QZ+$LD9xt~W!+S{F}4w5+k^$X%(1PlkH0!}ERKT*HNG?} zRC#C_1&YbS-4ZC-|T2=hzCNZXB*zYyF%YA~FNV}IK)#_cQB+7S_6qy4@-vs_( z9PI1Ij+GH{f;iS|(HF1!kn%p6xpY}=;d;^p^n)=q$%)Le#g^gyRzh%`Lkbk*IZxhL z%2)$0#WH+6E&%C8cF8E+{P=;AgKCoU1?(uclVf)$d}UBWo`Y)P;rr=4SC#Wk8Oi0( zQn!y_BmRmc(Jv#QT)Eu|JGeQn;*F-hK{5-uOVMh+k3wMZ9xqptX@gmVO`2kf?>$fM zS}a3BMy#?|LCt|tecpryvV%a?N6lLG&knTR2sC&ks3`1hQv#Z1@zPv0_68d&LS`k! z5uJkJ8m+0*JHwC_J%eS^-wcvsx~E?NqpCJ%Bn!Hy&wPTtqEq>xRT?xxdvkt`L#vh$ zl6tt6qM6+|jKOXLwspRK9*C!^phdFvr7CP6+2qO(LvM)|aBmS@F4y}7QY=QJ_uf9C z9q8DfnuRG|mc?AIWwS%U!w-G@YT#ZDs*&|cS74emWWp&fRpv!4yQmFpI!-Sb$tddq zlL=-25oTl=gfyV)aU$ei%J_jZDRPd5PdiuZsr|Xg!i7-Fybr7ClG9K*gHRTlH8{d# z`bV|Sy-B-Qu}tUtusx!W!r)1F!hFu<$4bkjE;C$j=P#+5Tb|lvahki*@<7m-Syl$g zJbEppHCEvu|4mdta8~YPawPh^T$wt7m_&bMkQ85)lmg+mt z%P!VtE@O3~P-H;Ay4rY2^+=#1)9_N-$tA0T=k4(`_guR7oEOOg#1vi$CFIHrFukJ+ zvgAy748uDJegT$ii+cxYlLi6j7hq*su=i0g+b8a#${Kq%`cI(l&KJfaHXjW|l7-AR z%7g`0R76mjG(IJeQq6|H&QM{Z3=k`MbKN)_^qFLc!xfw|CS;Bo;%Y`}!=w-iBs}Rp zH>>$UWF#^66VfJQ@gch=J-aY;*);GF-?09!^3;)0BZJ5Fe`f@~mT_vz?`jobA&|F- zymvVjIUGhhI}=-C(MKTXfNb#lA-3*MP)32Aq>3(HB{$hwCgv2 z2`SKO^NUMC+gFKJ=zzApqB&=HZs<>kmlK2MFgG)oMkq+)+07zJWI+`|&d*wj8X(6` zFDZ;ih;+hE-d2PuDK2UTrNZTw-j~$4?`>67IdO!O;)gsj#xnhAk^rvLr|5 zC_8OCw53i+PKdl3Ey5&^S>VXckL>F_zfw2P_xpO%N>RyiisHf7AZ*Qpd{uMLg%nDA z>+2ny8E%zEwKL{89JvU>=b8vrv1x_*Yyqnndh^rPVp%NtGix*4zODDPTo5vGR@TDI zPnLj!^~t%bur~KZEqcs9i?x0516FTjfI}E*Y#-;yrlQEKbq^AH>%ttcPgWQSzTu+- z-{TYpi@^|E6@ooli^RkLCL$~){vy$B8NLd<%>yN_=Y@6WOu&I|P_UUiA9jw!TE*MI zH4?C(hcELi=7PY-?rWw$lJi!_*V>tsm|5(Dr4IpnCF*Q5WH(i2YJrhVxMaFw6|?Lr zT11+`fqCB62=!V{4B|>qkspW|MsbPMo<9@@P6;1E_)l}G%_ZG|@?owDlj`?_tRSq4 zX|cna0cLD(4OcPL;z`JO_d&q_Wd(To0r?puDfv!ST}1|@C=JGrz_?GoovFPmH2Akc z>>b=()MX{ez%T|G+%A9&AOPq9AHZyE>gpt}s;c-OFy;T5-z>f2LI5z&{5sbEv;Kcu zf?{UwY6=En$iS_{Or2cZ!18;r%;V|i^eU%=Wo%O`V=#CIQ4N-vT);aBmcPB0oBSi6 zyvmk;j8)$Y!sy@2hNY z=MLVtzv)#&WOD~C4RB5ceh~q(00>Y5Q~@%;1aJqe0Xx7AU;dDy{ejnG0B!?L|Fx~F1t%C01t$n(2{4Aa@$&MU8jM*c z0l=U5mzT$amzO_>*f z;IR$QpikA#MVjDm`ahKhiMj)9Jf0hUq!VvXRAuf3q5;ZPCa5x}MYhv}v76>A&;9-tt= zFx!8yMk26_J6DU@-v^g(?)_Nv8kz8oVRzb~Rnb+!!xn~M-q-pZeE-~ny8e#PtJ-4J z700NKw{`pQeY6DHurpAJjwmjUnO_(`9HrFX%71lP-R>vbYCw-ObG1>&`*nL|F&w>A zSrB+5RsmiG%IRR(O%}W!??j%SER`Mgj-AF3>)XFx-9O->N%oc^LQfADztPgvHiO4z z03aicC+oJCM@)@qmk)}oSM}5O8+5D>AJ31zZA^Le!sD;*%t~3C=wgT?L6!hwC2ZzZ z(&U)+ z7n{kqXsp)0>qo@sV>$_PS$+rJ9ZQlpuI>D(O_ClpwO0VY7#qM~v)Gwx{_Vd1dAuTK zduKlJv1{XPDTPCd*Z|B2t}KtKKH;O=Vw zo#g0&%gsit;mF!hgIWm_-<7tyHB7x(P+~G57Gey|J{Ck55@X#>Lfj?s8|>yLW(wk# zg{kc=GkjLs5Jty{9Rwk%0_YKGIFVhqil#?VQCYrcmbn)}T4~5OJGF6nt!&3}v_F5F zq*XtBa69!QcY*No$$1knRNS5S%c-1Cx5z9@@w*xdu}BP^Xx0!<%3&mY{}8@D^%f(_l4<~ zazpbgt>wGb>z-Qut?^TpSoqOzoks&Kx>Tgm6c3k5FAUcvgFiGbiJuAm@!@qanhvwj z1>lkMSIr1Q>@JTgroHi(noLU)w4|%~-yh5;c(ZQ_P7q9`Ir4lpdh5yiX7xF2Y{=n&^5H1D}p{Rarv3zkn-VLU6|0R6q?K_u&MLig#PRd`r4bTH1__A{&0AlbhF1>3po*ifV1U;X@cP9F4wQf+B@l4`gw((j9K6R{;!7Ca(col?zfqVfXq@w50}=m?-lJbj5$6qR+>LKYK^ipM_xIjea2hb*a5yTwx~pFR zQliVH9ouXN+Ux_k@}2i=97tG#9nojP-~WV62X{%_oS}NbWVcQgu<%`~FW9;Lsf-K* zP90Cm(1w`;gY63W&UUb(>K_Kx=mgmz7BR+XiKTI=9zmo1#21T^M2j@8MeWqS=CM3j zx%67?85VgS?-{<~pZR*{;q&vUh46_-*A@jA3Bxj9>mDL8RBt2ePpHUiebTzSY0R=D ziXTPhimDRmTI_cDdQ$2$6g`)4OK7peofv1)kBa%Ng zp+1^YbMz1eno;BbYIiVPGTi%+gE%j$Hox~Qt_>0h7l0TyyOrlKUgdj&76I!wv=aA+~uY0I%3v4zi64sbZd#o9>8SSaiG3aG+C?{*pd4C9T*H4MCDmD z|5R4_=Q_3gjRvBN0$BqR*LY~k+fl#9Bs{g$W0c4mNWF`#N&HXlK1l;E_JxQnbkX{a zsWxr_Q5ps)-44|=S&IE$IJ8;BX1PF0QihK#_B`K85kxx#pq+8N=y-CftY|hg@15Qq zIj_vDsUlHlIhj>en)Q%Xqf47dy>7GmN9&h3(UgKERip1_kBW)!{Z)Tl=htf(AH{Zk z+bWrIT9aSm>P?endU97~o&4+}U(w&C`{yJHT2$gxf39TvJR_N4L`BggH_3Lyju?Cx z$mVtotxd06O)1)34>Wfr-f?xe+DXwQ5EQ8|c%tB1KZL?8*Ke*-a0n{gIq&Uvd^@&>DvP?Uzn;c1}f}fv#rNutWVx>jV7!|#j zRig6~zOL=}H z6t%My^N2h%Ziy$e_*R2~QJEzY*;d%kE$;Z4m-Mt1>>SRw!ICTIR@HP)Pn4`G>Xym! z+#$2LwrzuPJd-{b z1sj^~uc2Wfpur2^zm^6Y8tSj5*(un>)v!1yIgS4@Hsq_ZUx3o08+CdDCTH80HlYKP zv=zEP9y*YFNvX+9GPJ%22(D6#BK;IUEf|_K8e(12ND6+VHs|sG+}hbOJ(s;YW`9KM zB|SbK>Hp&wIw5dLan(5W#Cs0XIA$;8aK@e=JKAkf&R|tQ$VVy6BrU3n%J5yAQ_mGSiUZjO_e z(W5`4rk)p#jK5idZ_Ol%S{SpORlmPkil{TqPP|E5L@Y@=6W8cn3Y|X5|`Qmj^qADNe z{WKN@Qxr=W{JJXDGcTMiU*K1}H<1DDFXnB-dq+sBQ-+)j{81EPyT7ru)zdRi)iY19 zuJ6F5z{I30!f+`B&DFW@Nn@)?W2??nQnT`_M$$Qgc2W(m=?WVvDI;zeCMU^%_-20< z&ZN_h8>KXe)s64eRFi%)13r9$=wQbi8WIKp78V@oe@)7Ct9yuj87`uD;HD+>8E_A~Jz@4Hooepf8xT^G0QrCc?kII6no zPfxd%4TXb~RZI9e*!jI^4f*>TijMm74yI*Uo zifrCI-pL2ZYV0WWE*SS*+k@sO&Z<9xm+kjX6590nf9@bZkAFD1Ag-@yoZ7=MWUW-s z-Ms!8&Xb<#lM{eQXc*;}%ByMLA4#0^gcZ0Nr3_=sot^JlrVx*Y5{l^BSm}HrUh|n` zChOY6X+Drw3PYiBpFjy^B2+^m%3q_jG@T~}&8Jgx^Dh4M*Ve(o?Y@Q_D*iZnC90cj zY}2XGe)*@>)QB@@Pro30MUqNR9q*i8fCX6!p=)t@E zLL?V%(?PSB&PAc%Cq;BPeq>Kf&IqkPlB6OvISZpMFFxiE#v2GTTe7}1q=_|J ziq1T{yT+T9Igq0LJP(Lj-o4sK+{M5Bzf9>~aD#sCHl5(y_o1uk8{(fq>)Huglk!O8 z2pNExBkhF=qrdr-a8Gc3aS0c7n-?6A~~eo}ylvM{idTj)>0Bv+dSde~S_AM0g>SNh2BaYHAaLt#ymG1Gl`_I(Y4Se;{J zzr78bs2p@47=n3svQHjb;@w3>7x^nc?5mXb!jnO>HUM!X|A6d^Iz|q1RO)I5NK_NLDPA zNx|@+Y!vr$kJzHs{J}TlS8h+%=dLrKlQrXP#3q4{KR!JoWcEQ^Y{7TNRVAo!X2|V#=*U*3uWkZqcksQMw>)a-F2wJ*F!1bg z=ImGbo%H-eMg<~_M#P%I@EbEK>vRbuG+WHvC7+;d8dupE6N5jce048;0c!TX$Zo=M z!EqsqnQHbM@TyljIav+N2W5X}YSy|+@k6?>dBE;?ccIzRex{#WqJ=}0)nd~-e8j7m zWHdc@OLntE!L~{jA{#hr3|0G9*uIC(kS|8-2$}#`9QXW2GaS-)XUVqqrpOe@Lc~{x z0leC~0EOmvY{n!cnJ2KG~FM(c+vjjg+qhC+w~uy0RjWOa;X`k zI|mjd)SrXbDzc0Jc;KSshFnKMpf5@Dn;`w{tF0V_i+SZt_k|?M3IBm2qmJt=A*}h_ zB&mq#tT!o?vd(Mijxks)KC>Jg-#2o@T^2QT64;VTE3MLL;u^d}5MF>j-$E}g?xPB- z7htH{ED==mUgukQVzs}Nzyhg4V<+5oC)dt)GC>W@Zg;xKaQ>wP{R{AzMrp($O|TWKE=ba1uvEgfF|aUwH;74{Z<%T|%7cQ1 zx*J}Pf}m|ldw$i_#T-^1{Ipi`vAPdd`Anjn@~B{fP$GzXw)-&Y2BC^JX*QuVf;MnR zy{Ex1Ji0FUMzWm+iS1ni<=fD`^ewYy71mb)v!lwd{1NbCIdpn%EoEig%fpyu@8~>C|uAJ zn*lR7LkH58dnn>u)lE- zqZZC|kZMJ_Y-6~dYr1w|_K`CGn4j=m33I17I`c>%MCXu_5gRrD7QCyX!BVsf=`Sy?>#?uV(`yD?cM=brR;!-0G{S4s$Xw9vm#vJUSH zK_M#4Y6ZMhNz<;q0&dq^9|deUIA`WSvb=#Y!vjta67l-iXm_Iily7Dyko{>|okbHt zrxC{ca7`+*IZwD;Tfc=P1b1(Q@~FC_JC3l$p)@%qV7uHdW254-BTZD?bAJ>jKW7kR z=RHBdFgp!Ww_6U6CNzAJ`SGRWV=wP>UUjChTTO>T5P7*^G0h!&AGb?nSpQc^7b!)4 z+0Iq?K40;w7XW@YiUc+!%58{;(xeF|GKsm-#985Mo7V~njixUWwr`x=)Nc6%%Ay)w z!E+)g7OjEq1XGXDxF>a+;mak8(uC6+BA5u3Pw5j!0*gC;P}Im5@?R0(zJsUDZtySD{QkS1bn@xuL<#f~&nEO%%;ax6oN1b*v zL58Qs?TIi6IRs>0Erw=2wpoomek9OGV*5f!8$Z?~3Tg%_sy?6mv?*6H!0jZlxx-9D zKuyP5WZMK@Kd_e{qC;rLU zaF2|Hf$I9(AZJY1511As&K6lmtUXUA@7ai&gSjD@Ia~Y~L}|OOGoRNr{p{Jihpt%m zYiH;tcYUJnXw=<4T&dy*tazhmGMYFDVi^SVEhhlvj2YYUzqLcd zzLmaBud5esQpRLv#VVv9vIINCt5!fI0&H;#(?lC zW_pTxnf0UN)vwnzJ5jCq-(uQer_2pYe!a-Q#%p>3CcHcGs6IWZ{ed<$38|AB6W++9 zgm}D(k|#~aDngc?!@PL`V2j0>+tbcwgBU`c`srdZ;%exb7y#N&nw>*=nKdi-i*yMz%{N}-11jP00lZ#gi7IU%Ef!b^Y zM4)fat2d%%YwrS6T3y(XpAg}v?(v=+(|w>djKT|PuM%&CyhTmR4v$W9K}QCk8nL1p zFuC2zt%9JfxTNFq<4vs44TlWB$k2Z%V>v$?fk|R{b#G%i~vIHOi z8WR&;DM*dJb0h?+L=CYS1ga-&KeLm-AS9_oc!<&cj(jcv1EC>E&W;*sI9HA;6iGXP z5P%;%qe!Jn&>Mg>z_>C(_8E7Zk$8`8l<7-1YyZ^@0$!%HK_r=;=g$SzhJ8xil7D*n z`{J``Z2ww(rmh-0vT<{^!xR^)U?s~F=#0o@T+f|+FBPwO=mc`~i2P-eFHNTBROp}< z+%D_3ZtK+w01^SZ9u7LQC@MaXDjuGyLm+@MkXJ|yh!=+jJ2a#i;J66ba$tAn-*?Hu^mk$D9y(04#?*bwmj!qbZZfg&k@z>+O7MB&rtrE zT+}Syant1$DHZo=kY>}z$?*#|2>A&uOJ44nj=d^}%(HqM>YF7x%Q z>xV7TBcbl^aV*`>Z%14nudz_Eu*$YueNpQ@NQvy?yc{;`7~i)0eZFxDiF(?0Sj@)R85 z2<;?{$%6%kOz~cT(Hq}5uQ~s(G|M|JzpI4|XNCEN1;ZLJe((RG$fmuZ&Ju8ea)inz zO<9b(wU1#5lAT72LU*sOLJCsu{%RdH;?;A35X^Zz;-WZrCHz3rJ{a#q?%n+YP-kY-d^y5;+@TOhL02sUjfu3{*-68F5MgWe{q`+$bMrv~8HA%8=0end$((&+ zzfVO7FY#O`d=y$dNcc#ee>JBrF*CQ!=R~xOvw!>xlu`bja(_d0uQTs2008!((O;*W zn6YzU@A=zU zefLu5cj?_}BT+Y#p!kqyH;#38DJ1$C_PatFdD}O#=T*aCG`PzohR^tbw?at^1U%$u zqKnAa`^NgGDQ2j~dbnWgT`$5!7T*^@G{CRJZZ^g%+`cK7GQ-4y^v)laWLhnC&zD5X zyCc|gnOBt1%>6WeEiZ&XHm0rZ;+AH3PpOr1B{Zb<9`~N;nhNgp2NEtN@F-#@0@28w z=GTwMo889Q_Jh~*{|es|AnaByPT8^y{x`U7jgoOS9f-NRo=v*ncRIb6w)5=muK3yN zJ{0hqVc?exv=NYsIJnKacpqM`zYCFWd|73dGHf{UuQyPGW1k&C#gSP1X4rU5_e>M0 zKWsm7)NXpqENqj=^Ha%_Ekn5dczd+9jo*o$5b}GUr+~f=T!bMr$JCN|5o|d&(n3;93HuA2o@C=_$eY0oCA%+aIK5zfT03{Fs00II60RsgA0RR91000015g`CE zK~Z6GfsvuH!O`&X;s4qI2mt{A0Y4C-sQ1D>yzdidUsnb~;p=%`3~vxZ{{Xm^#Qbk1 ziCKKR_ryf49%3-w@?ykZBwa@FOC?*J0PbR|j8%r)`N`y0ks5VY@(DsF7=qma2<3105kQ#;5LW) z4hQ?-@Ay{~RH3wW4lrDv3B0MgT8&`AEAYu0QO@fG8Rb*AD7N1x@Mgql_sLCDipfzD zdN`m4y<7)LUF8yQ(-j0hF#*o5wTkE~z2us)<0kI?G4~t+l{6F5#tI4%-s2mrp8LQz z44kenxV}m~@r0rdXDpM2#-FAKDJ1=mE=8M#M*Sg0@76oQiBv<>s9U|VbCSEUVA}3# zW+pkoaL&}@{X%Y6VSdEQGN8Ob&qJXe<$x&}Ae7HD#8x2Pi@|O{1Q;y?@L(n>dB_zC zYpkS~Tub%IAMyLjJ#f=C4scOvAhG+L9Hnr+9R03xoi3Qz=r7jI};~-dn-Jn;$-*1 zHb{#E`M|zL@HpYWO2M5i1!9gcHl%2`NeKNCs-%*Mo7opF`<=M;gFVJO2t{0 z&p5LZaD`&O|m7%wk&#nv?O)QL2PM zpvTQ%9#=NUE4Uz^1_IOkDG8kePlp%*9e{)xj~a412%&30?N|e}%}1hmKoEUI_P{aL zn0MzOqLWfD&J=T??S!8)L(yhU=#2}4;9S$epr zZ9L?{!x3FhD;iD(&I?}FaZz#ylM@3z$-Gkp)ymdOGaeQkUgYw3oJvQjl%<|xHIR`i z?O*wb8aZm*v*<3NB}^fotBY7xd;E8iVnUB|@q{3m9++de>{-WG@%A)TgY+pf zgfu=`LD`{#0i&Lh--w53KqvwO>4md%kc|?{%A!CYMsg(Xg;+wrj7gz9jD7jQt%~iC zC*LJZyLP4y5fj0zmH_Oy)fWQZJ zr<%_Tw<;v|WcG8A)K1tggw#zvVv)2!gC_C_1t?_)V4=aUT)Td{Q)ZOXuoZYELMpIi zMAN82fefSfS4qE9S`f#Af6kmhoE*gWBpm4*{s;3f))MU=F;64DC* z#_Xnq1qB$8kcC5RV8CqBw$6jjqYb7C0;>@o521k|hGY{$jq*R!lA8m}Rs%*)KYutH zP%fa#NpTzh0CI6VshP=o`C`?I{{VjRnLgOfq)lSkZSQV!1oc&l91ls76@ZuM_E-LH#YCP67Zr$Jl8r0;Y>Qp|sUJ*LR1Q6UOp()ULMn6qW9;X4~ z$8&=J02Bh$US2tGkxz|B#!CP~5N!H?xD@EJdHUhix2k;LCvn%DP}s5|WHL|Z^@8 zV7yWZv(s)Ug*UYhAb%tK?UPhN8!=p2icOEs6&sUjkz^9eVoJf@O|;!3k{Ly(oXqz` z>$bd_BtIqK9Dqm+aBY)d$;K+gG#rw+#w^caW8_Bgf|-Hl(i z{c-Hbp`L@}YxAsTiF_x1xzKLveQ;0|P8xrDU|#HGoylZ8Z?{?;OQ9TANxl0I?}$P0{bMx>bc$qvy0gap(q8H~Gw zHt&8udec}oB#8u37&iz$*d>9|BxrOmw5g@TAf;V0#Oy{%;k*TCvLkSgY6;Y0*g*xO zMoh#9m{a$>1kk-t7_C4J&X0WXI9W>9oK^&4bv*w7UN8u#v^k>7F}X03OSwdd&ldTP zKY1a@xb86wH2UAc{rQ>^f1Aq<5LBb_fH>hHss8?qSVC{DN46-ifmRnD**ui-8~*^A zA~(?tk!mp6iQYnwyEtn#&J?H6)=qMq2?9Jag)ov|GY?2iZHuGp@SbpH01D)(da-@Q z+lpI#4$1Qi1Gzadz$JwxP)EEmJjcEOP-BSUATrkJ_`nG~Cdk9HU5)$RF;N55E9r=& zj^Vq?u@)rP>m4%EW)Dr`+kttWKX{NXx^Fh0P?`AS{^L6d>#uy+8sUHLMALH$Y5ig@ z0!pWk?|fLXLfviq#wZjK8e+Yt7QkWR9zVR`#kzGYQ5G2J#g#5NgBeuX_>3?=jAlwB z?}*e-ml&ewz2t5^!ZBJ%`!bA4VEes{i?TO?NgX`mP8gLt7W;$hIFGd(sUZugo&Ffc zT4drL)x&~p^lRq^Sl^_NrbRRf!;IS=Ka9Fm6Cv}8l_xX5f2KMo+}=LQZ9z+fmOM?e`i zlEZPYd&Q=!!xM~2i*;C>p>B)_qa)`7bpzJ18!oF3lie81mUhHu#r2I0B|x6H_Pq?Z z2MWq`QtHMwFN~H;0>|=HCZ0sgh9=q~Q2}ChOIM>Me9MXR{@_5zXkWGng^^vRY?%2m zS~}5hr}>LA3aUPjt^jC<6el$@Lz)l~>HRV-m?N^eF9LLO$dMX&)+=axzd3LKys*jt z05M>i&jt*lTEPI`0 zL()gkhgSQ27DhviC;;XLBKhM5MpzBNFU~yx9G8_kUeE6wsnNA8S9qr$C}e-H0MIyA zC+#@JUd&xqVRamyegyMA#ZL{E$P!6nz+dt{R$o^<;g#DfUvjr(IQE3|k! zTzDWs7n$}e*Bw&(hCm{^uUwjiN1PT}a04PHkDs^y+T&Q1#h<9|3srS^YV!303pZ{rq0EInWR<1T^YmsNl@b3QR) zBoLQxoQy3Tu5D$G;(xw!vjfhYgc6f6{NT<{44ymBX&B#(ka$562top_Ou#BnFq%GL zHo`hnQIAFN;<(~ej2Ocb&Pg;PX~A-cQ2_GSTvT-vG~Kf69@Ua2DEOa@PdCixC_s{N zh#D?~Ro((I8pOOI(86HM%?Z+Y*UV!61`I?BAHUZKWQ!jUUxy2-!P7GDd(qbzvkFH5 zITF|J{{S(C!hm5+$2;+fWVi&itRyW!35~?!jLgNk+(qktmzTcOBzzj<=N!W>?H&ha zO+r+{(=LO{ScyPMfFrpiPOkC5N{Q&&8xwptie6f=#AGIvW8J`@lc+Edj3Ob{Iv%#7 z)xmO1W^JZ1-ctyxF`#3@c*85S8;vlGsu zed15POSvHwJ1Hdfylz$C?UT+7BB{}=No(c9lq9Z^iF{YaFDRXZw%rGAL7cK7f>8pe zjxjCfRBp}8_dginON}QeyS?LB8Zsf`c&*3VC6NFoxH4gTtw**k$;e(V;sbHH@4aPb zFBs6=VX(;oB+SHl!6gZJ8rlq(Q>>3!5KNaf7HO)&$R;6oa40R*2_{Iw#ky3C>Kx69 zVp5PqM8cVawg~rRcf>F<$WRc;>gxsql*t zmchpNka!^&x0k=ZDJDuub-W^JVD))?ZhDknFJfu;utIwi|ryZba^#$ zMs8d#EkhCt%mO#3DYI%55fYGl>mD_El}#C4ymj71 z2rS7I^KFXaPpTcP0Wc6=dfTg#!>I zAZFzU1dv1sGGIY1uHIJ~CLT`fDjCV~`>+1wSg$Q>9lN~HAZF16#e>7!nuR9Vv2o}x z&I#q^D;Ez59pac$dk@DLi?Hl**e&|bC8ozuc%!krO{3J~4a!1jOcfzB+xo$cZ_`ddhh91+Z!=Mso zK-!Kzu8C_LZ34tDle><9(7^#bczJu@I2@$)-?kDNP5_i*6iT_}KDi~-dYi`9*9yTH zi#0vTiqJ~jN7Ia&7!Y`Mfta6$aZfOugk-`J9&E&uapGUzYmMC;ulL3mVqK7VH|54# z7JEOvF+g3Jw8)VXOL+DYv@z18o^_UL^^{C6mnIXVjF&-#`ea>TQ_z3D*iYC*Q|R}j z=-SRAS6DAxr{^G&9t`6&w3a21famzu1mO-fJ6+!R;4ch@=!tt?UoHS^MRG@@fNzMV z4F3Rn;PuPQPFiyHk&^&S^`>c-C%jfXa2;bF?ZW`&t?AZE*uJOhEj0&ODHmKVON%E5 z0b!!i5&OIp0mPkFb_s0$_0EXsEhkl!Ah*3@Au!Apjre;`TEV{f$~k_2SWs{@1`#y_ z!r_ID4AwAhIL}TI3D7UCID(Gp&U;1coIaEUSsw|J!S)xZ_TjpEsxmSa*@By4;!yoz z1XiWI8HK&l$?G^ar=tmAm`$zy@=WS{v69Mfu+9#H!s0%A#znFH^vO<@;)m;%H}z`( z}H44BR98@qrXXG>D9X2xmq$wAXsUAmQNs zb&{~sY#x3xOpSEpkWx2TtRuOXzlR8f5}hVpnGX!$j0e5WC_ZZ-~X7B&DSAS3WUYJ0zBW&g{g-%K3- zA0_{&rTCYV!M+=D5CG6`!^q6S1QPcj<+I;Gp#SpWHzR&C#COc=HzWPa0Fduh`j;WU z87Tfgd4T?zaRT)J=tlhZ11J1P59T+6{Oc$DX3&3`@|(f_jbZ#|@PC=}n;{bZPcziN zjQFhs`rjDA?-=g{2!OsK03i9zaS8v?S@ylE@&9t&Hz)kdt=|mD`**%fjEq2e|F=89 zdH>lFLga6q|1vW)0Dw{Oe;R-aA^vAx|Lh4+(SP;*m%rTrkpE)PqJQ_|dt9)8{kY#T z;Qti^`Ckn6Ukv?U4ErztGwwfy$^`%r6h;7yezWm+{qJ7_GdCM6HxtMIuaAb2iJOrT z0Qmpf_wU62$mvk)9-aI`rd?ptfZ*2BJhndn~knLKJEE| z?9asrq@@Z{J1}Ldrr90|q4y)4pR^l23_S@(Ake}F-Kq4X?xXU06&SA{i>^%xW< zBCk&!)v0B5KHh&T$+s>B_X^b3F2eL{!P*5ziGzFMBxyI9Q-3HiSR%0ANG-H&!)4Z6 zg6#D-z8hMK6DECGAA2aPS(`O?JXteFmUuF$Q+0*#%;?L#xP%B}>*97cM6|Ox6TRFj_7*4!m^Y&^;vR4Yiu_ru{M9R+`~CS`5maWKFJ|o^N^#)`3`JsSKrI z_Q%=vEOnligL6nfyc27_7CqE03Be9u82EHac^$*A>!Xm07@LFdb90;wmX?*SV`Js> z96`Y^dLXPG)-3%>mW@T`7-VBBSB_iJXNr&*UxxDieL&h^_y zBd0U=a<#Z7$}>MIwwdMu+hob=B`klKvZw0=uID@z;L@+gX9V! z){<$=uEX~ivx1NpgAAfd_d!Gs76PCr1{+QmIylKi&nW!&Di9FavamqK!b6LIPNvGCWm@EB$a+ur_I{}+wzRe_Cx`EwS_Xbv)T*lFJ8(!#?QqyH+WVIAu z`zMV9ZI6w&zdCNg49FcS1VL+YiK!>cb91Fl9mEYFa4}b}(gRqr5TSW}`(4(W9_N?^ zH1k<-_t4n(EZ*GOnq`wI!nS=hk6qmo3UBHA96Y!3i)c866EB=Y9nh_&DEy+54nQ@x z!;86;^4>E`%IWOo552L7?i@PP6o2Hlt)7fHs}OxnPN1p~bPD>L3hcnaQ^<`ws;0sU z!&N|5q-YCqVy1H%+|;=^P6iYL1W;unifx?a5J(p9wQOv7vM;yx02BIgmsT}+PYoqz z=^&1q>fKeFDj_yI>@wtu`iU-0G!X~lpeCZ7O@b}(e>RWqi2lxoM++vpnjFi&;=vz- zIl^0(c^N*_W`Q$Ab=J}MAT-B`H5E*~6Rg)TGtr_NUt>ntt6M!0OFX_*8&(A)=wxK7 z9yU-_siosmpJzj<)E|ZXAU#xm89oS+k!9tSsB9CHWj%=|x=C7>&r5kG3Pmv|)Y3LM z=)FSCBRkDb(UTX+Yy48Rce|dGiuW+?dHq3d7&|M_T6+g`8-K`a zUwOO`$~tMX&gbhFYz1*)D!^ceA|F+73Z?+(z4%K*9j)KA8mpg;`4{oLJ`QGKa?Lyj z+gQ`u7Z8OI_OixD=yuM_ht1_K+ig`ZaRffH7Iwakm%@pA>N7m!dXu@AjSW0|oG$d1 z>{zJa+f03%{U#goO`=XAhs*ZZ-5Sv8=$)X=ds2N~YUsIoj>t!0pEI5U1bqXE4{^;A z;`)mB>Tlv#mQO3dGN|@Udi^;UxeS%4+@@t(fHEP}O$35DZ1A}&wHCbuGu1v91FjLw zqYT`+ZxWGG*1@A{i>4ml)2HWJ3ODg+@>g7tV#Dbi`8yHeVOlpR1}XX5Rs@7QyYdUK zd2_f7Q9VJ$YBQYRI0hqu#vc^U#KTe}1~Xt4CNlSDW#G?}iSi0e4@NWMiyNPIdbtMR z1OJUV5v@POO#|bv#0TPc#qOc3(EdiQn+`|J(Uj{cDJrpBZ^tTz42&VU$-w0y*|ZoJ zypNPfuF-UmJP8R+6^{8o+@n1@q!VUZ5P}Qu_jzXtj(>&PtbO7!zoG2C>}R;n9n-9N z{1ybWAosDNAMyd`wVBBu4i|gIYR=Dnu-S3GD5j(Wt+Nlrx$$Q;f;k8`An{I^dz4QQ z>=iDy=99xlQM~v;Qo~D?62pA*;>T04OO+*VZ{RHELk6hGR1SY=B`(ZC@Z-4o@eYRu z4I4EAKJxt-M&BOFh90_%byD35rb}G zik8|$q*vR#m5_JJZDB6f)AGa)+^)?sR$Xz1w@2QzjzkF_otV{iN^MZD){B!l$%E4z zeIRfq;uHJ(QF6E#A!66nWW-M^q?G1PnWX33c5l9Ye1Ql6@q_*IY0&TL#C1dvWN!UGujPIP*xURN zVH^ff>hjSQS}tsuo%1aR(EWKn)yP*oo-s03ukz@CX3RgSjh>bGnyC%)n&k z#=|o_^a3$5jrRHGSG5|5timV6prg2K-AhB$t{~ZcEA)z1GGH~2MHTJUTpGCWm8$9D zOX@V!`%PSYp4J2RD<&=vvoAQ9+|><0zRdE&Cmb1cyXN zpn|@{R0_il_+jKQFP~_-N_>5{S}PknA8HO|c!;sGu52i*@|~%Ou$hsWpx2Cj=@E`f zLxH7jD1`JgLVTT0zuXT`5n04>oLzWT(=N8%k&fO3EK0Cl0a(qIc9#KOO%;>V$$X~x zQNK;&-bceQhL8&In2qLM@ORc^UnA^M+z|q`W}c$Xj9!hl&EE`DcwAqSGtGtCIMVr7 zQFmv57lWz_&D{{8#I^kIa?C>v(eFHp`IzB9;vkC{y?r+v)cOMO+Doj?@+*f;28=Ot zK?3Lj<3Ntu4`mDwZT$sAE{JW&NzZy68h!kEir#U}0fH$M`=eV*;W#CwNkkL0v${{b_lT;KN0Utwd;m`Seg|hBy;ZR#7jqusRTuZD36o zEs=k$c$BN?&6h-S)L*A4#x3wdx~~)MEIkCO(m@}iew<1>$|43Kk%GDyo6(9K=X*-p z)O!GQ+X%flBWzxbRr{4Og{&;1yW;z|9jF6^Y(2JxH-CfIa&Wr$Op%d6Yyr>fM(Tv* zEY`LS_^ztr9Gm0OsALPss`Y-}?p*KuwN*E_98Ox=?HoyDE{5;z={-otolCFEH2%eY z_c8H+342#R_h+k@v27ViOhYF%U?pyIm`nhiP^YUGEX9PWr}Uud60RVZ@o>Z}x0DpY zezw*E-OnJ+t8_LZQUX4DkZF-T9hkDJnp6SSLMen{36ciIIr!FpBM{J(me2M@mXE@m z+$46S&!)_g1Wvl{)NkR@X!%@M71{Pex#EHzW2(UyTtV__y`K*K6UaLzLUSd56K62^ z7_*xrfd$qJA!kOycjz$l9{Lw^AxSF|pXZ}k>Zf6$7HI!WM|paQElHy7NDycXKDh~9 z4GYWQq%H;x4at7~puEzBq*t-lura;F@G}12;E?h|4HAby$1@LFy_I`E|7z|C^$j0X6%sq^;B-3eX|BO3f8f@+{1N){UbNzk(|P^{L3YudH#4HcX{ ziXdlx_?$Nv=Qo9$6t3L?oy1gjJ+~Mr&J?1en`1O>L5KUMfGb}cT(C52DOIYTc_Q@@ zy&^33U>?T3$eNqEC|oQ!FbAHG0j3>h@h5ZztwQVdqiL%cuXvT61QgLG1FeCd73nVE zOP10`%1CY@w)#09D@3J8V@H`%Ltqw- zeqo56)jd4si7!>l?^UG;M+(J8BJ~{|x-N#~^vnTdwj!wT*~)CBaLi5oo2x;sBbpV^ z=Idf67809|bvdTw&4w zN~wqDPn-6C%Uuhcf*r^gq);XV`NS%@tX2Cv|U(U`&0q3T zJ`C2!b-R`X5)N_!hf@rK(&>>|H@%i`F-2)-VY%_fPJb!2V+j7_gLx7>7aX8tKr(tO z=%qAaSg?=)zvD}b! zEZ2xQ15=R_bYY1*{d~4LIhCQGHuG)#KF*)4mVFHL#ck3hlk;m^l}`tE+yTcmC07tn zQgiF(dY5Xy5l4dmWNnPn+*odG;$ptzb;S>|NOY^HMbLLOoNw18e6i*md2yQkIl7*V zllvJk`UEmplGL&=wPs`NLq9Y*We>FliampE^f@<#FLtX^ks+G|s}Ed6v)nJ{kF~Z^ zSy+w#v&c(F=e^>YjbEc$D+C17eFrs^VVYdNzAWJ;ioV^q<=NxL0|uh;=ng--?f^6Q zXkkMW3w-1~`X~sm)mvC*YFG*d-u~$JXccPU>Mrq+jQVZl=ZO#{Vta!TB3&VW5bd9WLNd3LbY<(s!+IDcUw2Z&dua0gDC#o zCiQheJA5fPn{T5ZwPpAQgCfU_8?H%VO==`rCa`|;{%!~^X{7hfIu{e5{)NE%I%f#W zliY+FbFVIV6L#w|Ff0Wk=onEnrtD2v5IqS0ba(=L$LajDbnfCT28GjHZ3zxh1Bmr% z?ZxVuZ*bQ#%gL6s8+}0;Ee|3GhJ%f(qGp(G4bD;o2hWc*%K5KiJDT17mNxSsaZdnQ zsxKrJg_{1sv&*a%Y7|=#pZ`Um^`?H+j%XH-Lxj5ls2qHS!SZl?K?JG-UIP*$)clqM zWwpm44^0`5%?xZGeahDC{C-rw8ol@Gq-_oifm=?vngDTMVx(G#ZCvqqF7%#$vGmly z7TSZ@$e=Q;7R@K9&zziRb3M!&1XbUCxAWPWiGaf|_yYu8n|$d(;{C7aK^=y0GuDkE z;@!Lsm8KC9XPwEWwD1rT&Bk`~c3*lf;xCrNFM4EoO>ct1L0O3xB``ApwS^Ko=MJ6y zA1W|Wa!8ELp3dRd+i0}E-e56ih5I|D!p!<>Pqf%fmIE4P8Qz%Ane<=Ig*qN{$$F=F zMk8W$xiu>JnKW#npVnTMQCcLXQTq5qer?5s5lmBPGb`(lvhg;WoGvm zu8ZcP$D$XXl6IB_H^` zW9ZXi#vUqZUChGAqASNrBq!9=uSAzBP14u45zD{WuiWwqZ6Q(Mlb<1Nw8GR*N13pG zcI+Rt*(U)e4wuSuMbvR4t9xq?>d;EnWD35k|dAp9XNnWO?^Zxs;1>|;rj7@(f$70Zz2kbwHRXH($9Y6J-k>+i&*{O0s$fP#7NpBNJ|}2 z`Rl405TqZ{qxEb2fg33(;y7|y<&Qfy^5;19_3yjrlj$@oVjwnbR^@y_!-9f8gTW<= zW(S=`aZ@@;L8_M={eP_wm`pIP7JC_8c_8PNu>4igZ{!iKew4@kZnLux2l8S))R5OX&6=6q4aNkF2~k|wR;)11nc zhNgSaNo19KX#>8zj8Tcz3oM|p$U?KQ{SHel@TLKcSX6SylbytILtp$Zb)#%WsHpgGp}`}vXLCjCm?4e}bwAk>hMc_1kCW@};Tp$I z+0gFlStx!A1JndLBDQvKOyq3kdLEr`($~pk zdi7oDu5S0Fz02ILM_!B5xeq*2jQwJ)JNu6mhGcYD?;8bHJ%f)gQ^y?3lzKD?npd^T=ziJM$;^4Lh)(Kz7F5 zTquAzqMz+QWozDtyKd0^H5_BJ%u{&Dj&Mb(gyWq3^^DZaQ#@dHrzWrLs^4zS3+Km1 zwdCW^OBDf%S;yRPtY4=C#&3m*x`mdtHz!@;#hwdTA0ZkiO>zY%B0I!DvX!i5x;IIa z=ub)9$-~%FNBm8*n%+JKMYV#id&v_)9@qzKMUzflMyyVGv~R<5tY-U9v$<)sH`Mi^j&YN5q7`@yp?E*wb^lqqF^>;^!KiA$)BY-m; z?`)65%`g#*18K#xDY`ybaqL?lojp-~R|?@x)cGc4y&kf_-V?%%F&T4KztEg4wF!Fi zYoC^Z!5<1Dw@qqPOu|o%4hw(u!Opbnaqfi>7EqaV_?-0Y4yl&820}7E3AekMtK(D% z{cLk6nYfBF_Lw}|m|wrMo&$x%h&B!NpwNT3Y{1uHd3v59`6To%inPEDN_(H9$4%4N z7dA>CnAd#3EZ4&N0WEdo@1c|~!I4D=;olT_Jx`hoZ@Mlaag8#q;+MQi6a%iSc)*r@ z`DhwjXlqSU#;tJLu!Z;0qcQ`q7OP~vFr`tHZBo)&bi3o20OM2qyo2kAcp=9J;|Ap1 zFMhnIu>DbV2O^{Tg9^;f{6w`Qz++l4y&sGv@!_od5&E|fC`5FL54p*d{LroxYth0M zW7$n&zW4E`aG|ybQ(uzV@2Vs_We13e2cKM;5CCIG;D&ISX5VE(z#TW1v}+d&=HEe8 z-*ReU=c*B@1|Ow}%ruo>m0WQ0Pr!aE*EmI1Cm+kwi)gNm?zI(5sxRjU+jB*^{uk;H z@iJnPgh^5(@^;*n!YSAB$OS>tWiC{&M44JrDKqBT_hhh8pa!1BQqg~B;)87r4*hqT z18ft_GW!L>WybHcxq9O91FdExms?aNu1H0=D!O6rp#sH96ZTGk|;i6JaPQWSIDrhk^AgAu;a( z?0Qht2-#r$k8s89-1+RtFTyZ8N9!Bm5dcQdHn5aVwmO$NUvL>3EiBLNSpvpF;1)zFejB;({v2yK-?YHbU9T`7^jZf~>JuBK-sd z;EQP^K2FgB(z>0r6A{wxLF0o==v_1x{+)@|G zek3nSW?n?bnE~HP2+Uh=cvz+XrS;&5x2!%blg}3${>fXrko`K6h6#zy(=BYlSdk<~ z{DT9ePB&4g9C1(mw*C#MX!Hj$fg5-FND{+}Czmbr6re1}wk9R6s;N^u*C-oVi{d$Y zE0>&v_VYH~=4$#BuQ#v9m$7`x)6v3Qp0Fo%h(qu0;?PY3x9@J-9v#(53WY9#jWDdA zOF6KJC;Pv5?eT>(i>YoD{m{e4)xb(7>W?t# z&)1#$(>x!jYn86Wt-muiZ!{6?Iyg2lc;a*)q~+-a`isF-aO-1K0|ev_m27U0He>`% zDlA^^XBRUf(aKfBeZXpMGL4$eP07+PaDPO<($B*1&Md8JAnGy@p`Qa_#eNx$+Gu=hKU}p!&ow#wI1c_;kk&ea>bb^t zTS~BK!OOsHt58!L&KobVhp$5enAs@tiqz?$Q(ZI(3GU4ttNf}cy$#e?e0QCTBv@{j z;=gFFF_g#=6BR;)#?E&d{}{fQ?EAX6{9I$_)Iq)B%eb=@OK|`=KBR|#r8D@NB~cy9 zrF1FZQO%0)w@U9B4OnhPy^L(Wf$xSuDyrH|uoUg&WJ z!^ROjQ3;OL+D6+O3H0mMh*t`(=}dB2(nun&Htx#I-TvLJPIuIzK0=c(MFba0c#cc7 z@Ttma&5#$FwwYu8E$`{3WLl98X;*x)${o`42?ue69}v}JRbOEY9g2P8!V+Js*V{-h z_sd4lY{1l$olq7bM3%5;UOXXS@CP$L{>f^1r`+P&i=vkSOjD_B>b~%_2=hx5CQ8{o zTmrnDUI|e1cuypvTvO z4Wdljb0kIOv(eU_sZU_Y<^f)^{#sj3z`lQerqEZMMqcwznXW(2iTXEO6R3ToQK6rWwe|nS3~bv1SHiMWBvJzk}h!1h*DLO&A#H)gNGrQjfXP_~C5dh5;4FxeMP0x@a2%9!qWzH)AS))|q7O(L>p=EGho{4% ztz9LInhX_b3rZK0zqC^vT zX}w7@9})P3(t%J`%|jD9>jc0l%N?FsKvIcJ60sayY1OH!ut0lKY;sjwY>hcF+jdMk z+}b>>;FHeL998m2gn#9rdK&g4u9)a5{Cu~~L8t=umDoF*tu#W5Wfe2KOJ4!5xoC$m zuT6%iMz1G%x@K$$(5U-b;l!z-_uGq-UkW$sIbWwc6)+17Qa$t0G5V#|Gb;;#2m+lR zKz$Ac*MQQXa**>HBnKCHlqOtemt2qwdl4*p>c&`hj7aQcAr6}w^YGr=H~;Hoqs!%J zu#IM4ds%a5E*WI>PP&{D5SizNNJEJKXV5Dx4q@XwLrxCD;q)y|MqMd9ow_QnX7)c?dOKoV-uG@>$XJT}{&JlBSBt1;Z z4t&UzB0xKsV&0*%F{m|%?+I}QlCPydv*G87nw^iew!)3ipv3i`kRUw`cCn*}%QkNf zCf$b!UO{BM<9+r{``W7uw87t9Ubw8GG+Ve=erdoo+t%wy;<2pEoEvw;Jty{m-Wr$f zefEA>)ABkRVhYewN~nRWm8(z8G^dfrOXrY>S{u~t-HU6)oalPVDONSs1O5S>t zaq-Sy(-Qbz1h=kXS$PLc&Jt@$yclk}jEOIP@8>&=?m9tx1#+ON!xeVJ!j#0Qk)6f3i^+Fxbi&Wa+MH7SJpK-{pZ!VO z>uA@N-myUbYqB%;H#8-W*s|}vmX9862Z8L*YCm?=ZNL5zK2R-G8Ov2pP zVAn>TubheGbO+4gN5|*SQhtwzd8=zle;@2Cn>j#hDfNcZ`*RwlwLPRDP~nUv`YUOv z4N)=y9|{3yGTL-T?uGd{RXZ71Qs3xd=Oo;*3d(S#{Dn;K*12L5cwzLsZ>I!nE~Z&I zpRe4@mx>N$23O$IOFYp`@XW_HSwBr5c=c4ND^M7NwwRL_ObK>&2ryNi@eH;NQO9&p zE>&OBwBHgTuF?yxZ}^C9E%M;H%_iwFwlXQ9P5)C%Sm?H76)s8{oJQ2h;p#Gx_8k9Y z5+ZG*NvMho`wjp4g+?7#8~Vaxz(KU%sX>z*6-v$MR`Qn&T zOl}QQj`S8ND^(`0G^!6Ad;XZ?b54?b9MNwfnl2R@0j_BzHf8|zf$0 zdMZx&FX|Un56EkiLw#;VI(d$vr)fVob`j^|+B##idP_!Is2JUTHbUG-*E|4O{IGl+ z!`+jOP&y$W3*oynImq4=TQ`}U^-uN4-!Hz{O zF{wruJIX7*$kbom{U!NswOOG3B7T@1YgsF111F;fRjFDX6 z->CODD0IthPHEuxQ!gYRmMGPC;1&-IrGR~F>z2bl9RjM?;6!W$A#R&^;?~|z9n|Q! zl735YS7K=8#(#h$27TqL^;_L$#!WoIUr)=MBTWk{N_Ls&Efa+g>fG+Mh8AA4KG=@F zRFk@Pz58cv+1(*Pc%povhG20@IovV-z&h(1qD+M&i<({H^QOE&5uWKhC|)aSSqT^T zeBrAcF$DlWRg9Twit;OO4#DJ<(QT3SW>0Y}o3qT~H}2@hedM3R?Q0=-OX!V9$svu0 zmkw4g6)MjLU*wa}Ar;RUs|e@_#TtqxyUs{JbH*Qv5z^>fCFnBKP!oOJj4$2&rBv?} z13y(>)-SsF5Nh&0#YZV#=+d8?=bWh49C#bZn+#z*P(eEzK!ys>J!cU#fe%jB7Vw72q7Ud09MeSuQ9;;Re(ZvROHJv7? zqwWShO^i7@Ok11!%Hsk+2w-&3Wf;Vpp5X@VEtha=4XOHt9Vj$4T*}~9R2oSks%wz! zVQtZNN*t|HQDj}0XD4K~_L8}rEz`mG`1-G zl}6_YaK^MU3$%c>KED3(T+a>N>h7{5B39k`vUFj=xaW%Cu>#T^WT|TPY+#8bJ8DEK zeAw=g4J6}Gb*Na(-uf}iP2;a1#N3CTanw8RuJ$asUCkp%7jO4^t+--^*(# zyJu^w_l!^~bT959@PeS@s-O;!8By!=6OFYUpHD`}#GR7KH|bBt4h6r}#cWR=(6VGU z4Yjw^p9l-Gz!{Sbc=8-7fBE}>4Ro^)UF|Mp=s!(ijP-G%XlmgOkL6ZSG%D%ihu5KT zsmZ(Wc?A!zP7B~TTOUShUdd62-ULDGEP8??2ejGwdsoh3k_5Jdklb(?07kh&yEajY zj2vw;VfQVAj|O5j(9cF&85V-A=6gCOZ$6w$$M)D~P?{y>E7i>G1s zlV7S>AQ)k1h`_`us{NKc*VBg662ZpG^gam_Hc25o zI!_~s7}E!)eP5DKG{-hP<|+1wE})iN(mE1vh>&V4mdKC9bxQ^f`c_hDZ8*KwRSM$h z!+zq*S1K=;y9S<-h=yN?ksf~MT{{)oj5>-mJ^!uMStv}S9;7vYmV~%d-?*#uOQ1*6 zcz|dp*FdcgCo5Vo`77S|elsr#WUBm}F{Jukiy9y018~e)()rJTtDb&f= zUnl0mZ20Mr_U=c8arvqnv-3IG)5avXilbd=1erx#%t*@7!Dq9RX6xaFH$jYcUw~iX zu*~I&n|rGz-ZuY8_V8Wzp*RIUdft`N^#cOOvS5?T^N8t27)7AC$lBB6V}=-29H9MU zpGTWqa1%imrIIv!h%6sxX3n)e;DFaINLo$wMF*h=?k=u zL%rz~8n&yx`^6&VY0uyl9H?AK44M)YF%bkR+u`mm(45Sz_qJ9OV_(8&C7ydqzLdjO z<*AM!JUuppaYoL$89vB;8t-76Nn$;Z#zOgG2V&J)Oy@=(ml!6Po(*RHZFcI-jYO?w z0U>3l)MI~p-z5Aj%O4CwbOQKNw=)8Phrx+-DZrWv#An45*YL%MiJ`R$>2LSd{{B?4 z(21U8+Zd4aED!x~B;)9>wH%?ACNCqi^>`E9$$3DABurG&1?6tMO8sd$U`^y$keaD* zyXWWVky%<>DgenZ5?RHIAGE$pt^pDse*oS= zK6vp^54nYemNUM|`ZI;i@X7HT1y{Do1;>&Ps;#Ng=_#J0P7#GkE@2t=bRK{Qnb3ly z%*WJoNVtlMGd?_%^W2Xftys;2ZS+8eY)u?RwtmYN2+z5Q%~Sx3=As6f3p3Y36Ldx- zQTM?8Q_hFsqiYv$>D`iT1x`3sn>;)1zV`Qx3C_2jPoUgGJ{EYoK4u$esP6P1>tIqp zXDSoV2u)2F!ft+9I*OJqZ#(%Y7WZ#yE1j|n(B(VpVm{;k=H}6*MnnL?d^%?mvj>JH9ENRbFa9QHCS_?r!DE4}Vg_H6EHC7sl zPlScgOKpj_pq57F$#Yp5Wv~DG!761*9Hn()e7Md(P$NR32>Wg=AC=S96sb>eNGpkp zvdQW=MkDJj<=_a0d5&~n0hU0a#fN!2E^c~^I$$uC8*E9_lYJr7#e~^iXs0S%g(MYg zpFqML_g{MgPGdi2ctQrrN)5L$C>pY|A7 zJohT|SD;ZvCI90LtlN>x@aY#^Lqy6cOZGKudXmeYziIt7zPpKVW@SW&v^Sla9*aH*Mf4m%PZ(@!qbY8T;V+`eNdV#tynZZ>K%LdBxyOf;|6Ts zAwG;dk?HGGRgFwgicTF8R~KcJm9g$%ThAxMN#u&sZOYoD*S!V44O`LEJOGk3D|@O( z1`3tO{NE^rtHJUnN(aJh#G314!&xpc4u;}aFpY=?yWI&gjA-3u-oxKV%T6Y9tk&gT zX;d@QQAxfw2d!`lYT6MT49AjH2Ag;L1vPhXVW%EL`1^qfJy@4Z*oikhh%18q#}Ebj zhE?K{aQU&mH@&l=x{(ba2)wjOF8I@6*Z%6HdMvC{`(yOdonpnzy&BRMbqjfg0JOoK zi72>@Ih0^?f9Gi6(CQORX_Q+=4Y-eAu=!z&9Mf|f&4Ai$vpvp9V+mgo-9fU|Mlk82 z6)@AdS#BFDG4k6mQb^v`&9SAW3Mm@nvCrifYn(1d8ZoqVsveEVPZZ;`VQBy|6my|Q zz>BP(c8_{@+_?VJ!&WLP@J*`(JK?)^zPy`;&KzwB&>oEc;=wjwWXo?*2g zlv0{BQjV0cVst_ncM-u4vU5P8AAKAnbss(m+brnsW8F>4=_*WJ?M$kT z!7EFZ*-lwNzyk#BhQ#Th^)(lJG)8Z9Z5TA?mv0?X z#rUjz0GPd=&?W%YuCAq5iwCcni9t|&0uO`ZF%q(i)U4?=K8=-Ji}lK=IE@^ z$OPztVqgUl(Ja>-#Ol+;;M7%imiA(_)4a=b?zyWXI_4;|WeTfxl^KTWzQPITU2qm5 zK&GqR>6{TOw-5Oq)FKz9B=<9m678|NhPA7a+%8d#=K4j?td!AS$TN4WUO80s{s@yl zh4ZQz(3PaO+RtRp^FEOoFM0DsJQ}YtJfW-RBEVM2rGvI1VM(OQO`x_d-DYn9+=XS-@I=ag)z|k(vDA)r&wj~6-Wt;)<8Of1o&t}P9`~ix z))h9OhP*)=dxW)Km}q5=?p=Pix=S+Em2K)w!;0W@VNBs7p1WAwM|J*#(A7 zdF;`B{n%sHNwPi6pSmVxq*IU;y7R~i%&}2f^M_g(WZ+>b8I6uxnLgDzbgfM}P^UC@ z9*FAmD2U6l1Va8-=1u>6nSrV7vO_^qWWd`!(9FZG!99v0Cmxp0g&&Lo%QWE(0Tee8 zMv`U{WKLtPnDsl*18?}u{38K>eM_QYE-#mB=q>%4QTybHn|Irn-~Pf2Go%y9f*_q> zIfi`v_JYi+3Q)FgQN}pMf#0fb{;=++4^F=|g_cIDB#S}4av0Fdb07H$?#`5YsoWtg zc>ZlwX{}6#7yOBI3JPuaLE}5VN*yy|^m*A7KJxd6{}a9g#P20 zSq>bgDJT4_vn^zvvbmNNxmtrf7LX`vHH)0GGk#`;7@*=M;{w3S@xg*=Mj@8$utR

w&BI}?Jl>%y*v|67&7xl|Z4t$Fm#PBPwpNG|vC!=j4o7?*GfC?+e-nCeqBUiU6 zkb&w#Pl6r=F}iP+D(J(8-j}h260E0R z`27qyKuMpAKWO|I%a;=)bU?G;KOam0HOj}Qf~;Q*7ktq?^u(NtP)ZQj14UU-oO4#n zHbOf%*herrhI8Q;6!=|6{0qU8kt8reMvvsnwliaU$`wJb0z;v@FR17`UGYJ`j8{{R zz}yhA2Z1LOuFksH>5N51VKj~-h)4uhc7nM>Bo8T;oU4+p`ry_h{sea`d;V@}o~c#x zIn@$sPM)`Q$@`uj-KZ@L{m#%^#2`lVK0vmLDSlsrnZX&H@(D8&84EY zRn+Y-SS0vil2cKT0!&1ZGny#YUcxrdap1NcDyVejG2iL$fIKBRdJ{&Z)g(Hcsmc;r zZqqLGUNm*{>$B5W%)hZ__n}COUwFrAxQ|WcQ3OKGNbISUX=5~0^*xE%8R*1Co6X`L zCq4T2!-C3HR^6w$MC+G!**Y#9ZGuj6)}fs z&9F_a;cf`B60E$JVj8wK4cmxj*C)%$)k_wwzS~x7f~&X%>4ycvG$<)6UY-7tcF6U+ z3fe~L;hkz-+CDkz;OpC6hRM0xo;?|0++-(A%erHJSuARaymadDkP%{7yJDE8skvf} zdBH@syBxG>BGplX)y_Xu`GULpY}mcmP4b;vSQ;|py{w*Rd*XZN3O^zoNh$0jTvzW zYr===*hfAkEsSd;I=A+71B+`Vsh$?ON>{FfyhnrU({~wJKbi5TDAUJ^NXn#N25s}z zzR9qS4ps$r`InVg6N^)NWheUB@DBgc#Rfjsn8CJ0O`B>sR9Tgt2=!WSVWGiKRN@Y0 z?4RjQF+>{$9OX?j1e?`G>NZ*Fsg=HB^=~hCHv88;aIa?|1fk6Q=E&nR>QFKQnxg=G z1(;59Y#BH4;4dC9>mdmCPE{O>Dn6aK`f{>=?)U!1C(XN7I&n>A+B(0 zW*2%*^0}lJ!CZ>BU7s5ATUea>4}Iu$K8~usOlBk~S^bfGH5>6re#i87v{TRhRQ9P4%H8pN zbFVgw{=R(qvTD=bH#-*}oH6NaZPoc0*|(~Cor3Zx7HcAM3k$zqDfinQL-&i^7aYzn zku7vqs2-I!skOK-sh>^aYlsig2q!;^S{qWmlW68atXgXM!f1@w?E9Z}aLzYt%$TmW zRum>flwIZZcEf)N27p6)p~qq0C2#g!HGn?;93w{BaRuQW9wwRVdFWFNepR=5=pP4S~sc+iW{a7z>}z%Jjs^aq#P zN1Wt#wkB#Gnd4<1oc0GPaUunIUl0}Kn1@u@FQxbD3WmNqDt}d}QQHe7W=qq5UuWpiE0Hn!=yQiTqdM3AbhIr&k*0SBBSe4vm4d$l10TOgAzuGsz0A9%{5s z{sefv-(v+^0g(e|0acS;irrqZsMw5V)X zh4*+CFEpSWD5phrIFz|pT(D-5(t5pS*LjO%&zW;pTE*Vuy(^*H{cgsL$8p!>Bp5fS zu&fx631aOH@{j-w*I8{Sjs|6M#5BKhz|+`F*o&sgJ`?Yh0-|+o6)|puz*4fna-Xyl zvaynUU3p#!o|}NBSqMa8D-rG^lhY_YW%s}bBDi4xYCxmTb+MRM&r6cyU=6{Q`J2ls zm_j;|vX#KDSh_`AS?+*eT@8^QJ$Rps9_rZwq3I6CAQ;F^Mp>xw&v=tT>)+;W0G2pG&-&3-^!n? zKWsB))M+jN*`}A}JF@#e9zRSLWeh+G8Cb~VvQ&o;u3X3ou!3Bix{r?p0$50SPFCge zo=3>^UJLjvHOBEg$x&OMri9*JOro}%^?|<1*64p}6@RjebpCYuG2b=LAnHi~P6AO? z4jK3d7jFB}b+$zde~a8caSOflWQ}{W9w};>Vd*zv(3cUUzGza7qhY!Hn?!k_n!_f2~&XenCy5e?mr>HY?G4Dr);s;;I5>i~yg zzb@S_1hLiTF8?Q15Jm=(>qM5C^xhjnH7HGJ?t2@O0q8?m)IFe9Yg;TDzIC@z?9CZ{ z5633$@O<*JuY1{t2e()!R=tC{KAT{g9Mb?xr@Ro5;Z^^AfQP;|<=v_1X4o!fL- zkv-^*);Fxu-nUb736ZTVII6v(oHV=B#L*N#2V{{-!k?yCyAJ4Qlw~@tgo#xi+}fKc z@iY$cf3}yfaxD-<2gm%H&d1Yh6NWxbtPOx7YGnL)9Et*TC|&ly9l=DE+u76LV%2 z%A^xPHGJhe++FC}n_x`I*m^~ z3tAq<^Z=<>+>d}cML~8GOWs_MY8%NsOU7#BAXU4B<`USC)|B7o4WTreDy$C>&)~ny zTsA8x>Qt=uNV>cJdZ{g1?K}mwq}0Yn{qrMP8~ujG<{RI z3qm(go~&((8g(_(_M&q+p z_F}jYW#OhtmQ1^GnHzp^MBXX5hVRt0AHZJQu^eQzl1hm`&k4viu$jkV__BL_pSqKO z!(EYdO*3Tkwo8$gTdbm0#xZsp|ELd*}r4g;mos#IV5W5htd`S`naONyYW zlv4(v)nd;&`;9PxP2aUSNZy0%f*RHg17Wj!6!$n93DS-&7(C=wvRgHq9*0{e#XHf7 zJVCqFk+kin6sa)pBpf(LkieTi(s`7XDM?_`51kE~^Ri$ymx#C$j8tc6JBVp!0a3Xb z;Pbzo7O<7H;3KR|Bz!k0o9#OGXD#a{c@Sm|Qa)eZ8trCsn7lr!QjAC(THN!O@*mHT zx6V6{qV_lw<|gBrnwEP5WwZX&&k)+WwlkcJc!;XeDXesm+SY?`FS&dU4&mP&5y~B8 zFkbYxQX@2t)D9f7bx%thHnZX^oGM*IZG#9JM(vx3h6MBk&lMZxgB=kzeESEUhz$za z6#V4J=W>`#d!S68bC+EgT7Re7{<7=X>Wr@U*_)rx**XgMREZ>Kez-c;`Be4mJ*!;t zI$vI4s@L&DomRtP`}Z0|tCz`bUtIn;l_^?ukfqjCNF}Xf6l*YI%u@8}N{g9DH5a7# z3ELxQ2tUT4j|xYIbhw546y&{e@N$0cq-1_*igdapWaUq>JE(jdX&FgR^VJsjfQa13 z%H+K8vqI>^Ez@o!Hee`*Ht9h8UcA;QN;PKy7k$OeRV3cq&A$J6*DO*00zs9u{PE%Q z0HJA^nj*Hsl7iUyI_LSRfFd5M#%3o+?amR`P!R)75PZ;#=nVm9h3zO+qRW=k<1HrD z$NX*&xvy+zgROytdJm3e3OCYg1%iV~*p)9hV!0b?AINoGx1(g-2oz?iM0gyn`kI-H ziph%>DPBOKlKWHq5MRHkTOw5cK{Ml345?Mk!V2`#n zqpfNJn*eDu*zta~noGI2`-0{ZgwbJAUCU?Usp)6RtvPwgnp-Qqr{E736biYlmICi4 z{Cf!|3memw-i%s$;vb7Yc_dIyp786X}i-#Es75phPWHYO5zCmV+UP;#qh zigJ3U;w3gEp3d3L`f-2n*y;Ub5(m-D1UCHq_@PupQVrE9yU}zD;;6o4wD8RR(=D&y zQC&?BYO+sA%Eeb{9vu22a9;OMc9T34xDP`)wJbO&g3=m2f|2ULWroZw5E%h4ko2 z7p;RzXA%pipha^wdAh-TqerxN-mAeQCqyvT%_T(HIKPq%UNK8;F)Y6gIMt|r@tpq! ztx>BIj1aHXQx)9tWCNN{%qe9c%7!MEY2*an)&15SvV#n+jSBG3#bzVl;m%|<1bZSTCRIg!2{;szw~;~N@iUSkhs~H(Z9qS zBhW46J7}V0`pgrvdn)eMjwNN@>QI?4eoCVo{)FYv-gm>ulQUr8j&DEM==Z6G`hZW- zfa;1gpNU3M!}vYLpH@UC^z4v2RCM$Lez^VgnU`*iu04;X4kIy?DHSH9yX-|S6Ytt%6wi>Nf0qv_yRnc{r)zP5ThrLjEYLGin045P`!l!XFdVLjMZc}VXr?|rYmy6j=(Tp)yk-Lv zIXmUt7a~QC9ddc1T?O7EDiMM^kE!K6x-9sSR=^{rVBp$AM{a1bi`nCA6^XxN6rSaZ z7@?{n9xIfgYW|Z7s_h_}y<#;%^#nCTTE~dkd{-&t+AP070FTumD0}y;cAr0CILcdt z+~;t-n43bE*uB<)!qJ{n4aZlplvJYj{IF>}hZgd5_(~TCc4bPplY<{%&uQm+9fr9xbLrs@ z6k1&U#p{q?Fr6ZIdaXlznmSBeq_SuOHTvs{o;i0lyK+Pr8wKtri=L51Z1nfc{iJ^C zsB0$q$i0P@Lfj9$v7bMo(yeWu0dVYkWOsQ8tf)o0P`KSwoyi=?%F*cCYVK;bl6Yap z1d%%*H`tNUymht{b^$wwPgw7D=q;7=Ca#Xqvv9E5J!>irV|BnU6`Cjq{{Ady`=O+% z&KqX_19N8BLM1#c)4~edDle#FNBj>|q-^)COIdo5c9O3!G$soiMM!8>1Od(qyvA-f z!#U*Q>N_@S_gt+I+eHyo=l(4^m}W`%m}bgmWZ^>8;gsfN2ggFTs{Rz$@1}ZTDZ;!Y z)vosY#l|u}SVWG#0`JH1%3W8Iy^^dQ-kdi{cr#+{8X1e)^vRigp}crj7ukwnP=m^q z2zPhUO+Pp?&Oqe+ow^^8v7`I+r4;_x)%#vkrOzPFLy9pxK+`c;PMXzz3W zC{z`3j4Rxr?AI5im~<%9Ku(u@;(Gd1@9=JRo*+Id!<97d79#$~=PQU-tfO)ScsN`* zInUobsipnm957df6x=TN`V$QBiv zt_WVK?JX}ZJ>Aoa>K-d66;VpO{z@^>A@9XAw(eXij3HvB0RjYiNy%J1Hdb7k`lsag zdOm`uf8NQ=LWOO2%3d{+?=now8}uWR^DUqjFo@bJu9(}w1Zl=25ib(6zd8*2go)YcAg+S^@c!#ZPm_nv!0`xHPL(73J z7NSHz?->RSeMm(5y3<j^;XDjPg8ZJ%b;Ww5s`8}f%h|t8T zFm-9{c?h4cO|UVnkMeE#3FU1+a=OF(#2C;Zc(GhPTo%!c`RNFwKxLz3P+eclLl zf8urb@c~vU%s)#kcPcQ3dTm&9N&hYDY7)B=*?PrVE6UdeCQ$MB)Hbs2uO4^M;cNjG z-spI&rnDyOzi15F7x8V%ahp=hYza}cQPeHmRi4J&;aiwBrJ(rc%m%3aGw@luC#J}4 z?Fm(Ybl#L>tY0cLqD63L&q!CSC&A1c1p6keQG4^r(3{XU`nEyeqOELIs4i+1K{!8} zc!)+Xz82@#h|T%bIV4tnVva}VCQUc6Ii^rSFqwt(KW11hMR)ag&yrlH>%^zh8;41) zpM0Ygm#o5#D;3LY&tI?4@5aE12Jz=Ju7ms))@<+wjqu9WuLwGZGS}42KV7{3#$?XF z>90LyNOl6+zH!FW7`uOIA?w78rIXfIYPFotJ%LT*ZZaSx^$AMX1i7Q(4UJsM;A4J& zHlw=GgWamC=v#ZBe5;eXPacSGK^Q%g;=pGnV;s_mXcEUrd#6ONtS*Ms_gJ+yLv8RP zt05v9#A`Op-<8BnczZD@%*5-mb!Sbl<5RjCV#ef|eeI(rR)*;@m<*!-8vv9%LWr zJ0xDlz6`E5A+nHtfRX1-T&($BN5#fcBdL;u6fx#@5!vn(mVVzqqLpA9rI?n%QIsJn zRy{6fOM%(0yCXqQbUEgf%JtB^xlXJwbY2c9I9jO0L;8xr>!xsik`A^Wx|c0OVC)0! zS0LG|(pD4dX-i}JWeI=mLs7Pp3>%|FR3_X#mj1fsSilb1!K&uM8Rw&9^5`%U4_i3= z+y7EZKAtLA-*(Um$#)>Ag@>ZOf-UfZlDAttv>--C#Z3&~Qi?~#UyNIIhAx+cwUtmd z_6N1kthD@hNwcqgh}!b~I&27hi2f+sNn{ce>2x1Rbv67?8-zsZC#ad-1Lc<41{i-_ zoM7*x2@Fdc^uP4&#np3_`cl3TW{ZLJprJ@JA@p*8hfk0O147TM9EmQHI;`2`F?2`D z@A2v1V^2zAV}bY)SbaxCb47R#X|?fH{VO4ZN5e;3j|eoq^@&a)*qJ86HbWJ-Es4E4 z%1LJqjJ>4z)WQi+y!gzQDmQ5%1JPjm#3Q!bZ>-te5MkF_tr4tfJ(W=5Dqk7Cu_3Ua zEUF3ki$^&MiKej;)F+r$&6wntq-hKr{K)u|>#R^@6%Ub4kx;^+sA=|V;HxiF3M}t= z%cqYD_jr9`->=eG`gwfUv1?(58rdpvt&xrxi0@>UBl} zwd*I(XPIwy!;^mrN$-~_>&)D=K|PecvsbHuuo1Vq^vAz)-<^W!@6S)rUO}Xt`W$XT zi)x>Q-Wvq>ev{UD8HF#sA=qw)m zAtl2XUIz!_T!K$cg;X*jeBHtasEEOH<}_AJi>ro<&)htGY&;wQ@W1-6b_ri?AtL_u zp}6NAfq{r7e-{pwi3zt^%D|Mdwm|FNhDHX!*o9Bfqb zuYU@*xcO>XQJ)s#um2AR0KoHa{Ht}#*K&?H|FN(rt|=)m4?ef?bhoww{$uA6c(qyz z@sGvI*9;K<(thByAh2E1SKb-4!My(uJEk!IgU0@seoY4f`llQ=aC*?c^eiek0_@=a zeqR2kHPzP&g8%Vl9gqazU|?Wjpy6O)Vd3H75RkBtkq{A)@G&q^v4{ysNr(xEh{&i| zXvrv;D2a&Zc@IqnoxOv*hvz#l@Ap0-p<&?>kx}5ak145X z=^2?>g+;|BrDf$6m5oi!Ev;?s9i0P%L&GDZW8)L^3yWWumRDBSws&^-_74t^j(=SI zzP!4=xxKr8c;)Mr&;N4&aQ46Og%0Km1O){N1^dbu1jy@^adaqXa&{ODadlX8S4;|y zAUG_Eq=JTicuG!*f&}+pbVzhS z6u6R$)j~HzT%WaKs=ABJXvzD=C-Cdaywp5g$ zs@y^S_@<-{bjOEZyz<4Nvs%Cdj|r)mh~-U4&!X+;%$$ux`3D5W$*MRBuhfuw+H$BM zH9VTWArAC}(=3eov3O{<7XCr|EMs?49ZNQL0w4zOP+~wORc186PcW32yt0)k##Ft9X z-$E}tWOq$`51jc*@e{=CH$FtXb>E3p*JDKf)}v|Ea#O;56|0|tva$3=PSwZGNBj*g zrG50TxZ?Gr;-#fBLfPV#466)<$;)3BsN#A$FMvHIn_xb%LMwxB*rG+GBK1(Q$9OXB z{rm>PjH%Zd@#<%zkM^JKOIG8JV@Nd|P z_`QySL;R6VQ-%Kag&GZdgw3j{%zL3y{F`a2Q)GOo3o)+Ht;?lE>kMdoZmEwT`|V1p zh0_fXCF$+j3lPU)Xurjm1Sc{?x~~KasZ)LU=6z_ie~Y+jRs%frKysirSKlv+Br9nb z_uTBI;q3Ko;2L|%US$N8J`q-hzvdHvcLzKz5T9E06`vWu$Ny|8I~s56>iW7geD6}L z&Xc<_G7;YLi>{!}I4*0gMN^0`dhS5S`wt2yl(8TVU($=}Pfr>L@9~5}DM_?+jN%dZ zY)P(S8k%_8D0!~O__;##ZAUbjA9M&C7`wQ>9AYhIp=iydA*-9Hg`(XLzhRx~>YjRB zM(*XSkY4N~;;+&cOgz33==$ceI%Fw9puxtu)-m3qSVqg)gX*~C+d-Q=&6X8@I;q~s zMfug)a;s{`c~&8qZ+=}tZ)8IO^UBhQ9R3Bsh}`vO#ET0q^xa?eI0%E=#QtqEkdSe$;c7CyIO(U$#iT|*OmshV)W z$lT*^Ei6hfKUbi=kWA82v=5397G@yIvZgz7y+x;}|A_h6`qP(GffB#Mc?WHh%Q8$e zNqumsSyh6`6Xyc%R7Z6?lea=-2;qwi{*M3z>w#(=0m(Yuu$056U4?4*S<3m^OVZV$gO@&=C4CzVmS5zXl{w{OFAkSZ!U3m@yN| zOAHYkOTxPIjC6v7@4rzJ`D(79wO{6u48(-3#ydJ^B=3pHwn!~$9+DW^9ve)R3CWZF z5%?+-Z^|8M!}ze!Zk%E;vn|V>bf<}g5#Lb%hhefR)eQgE_OmL~o4(YJ(Hfe5PWHL< z$}E{fB3*GJoRD-XgfzLU0NTS$_uSFEL&Z;HMd?CBnue4l;mxe`{kTsA_QX&4-p`&H z2F+59LyA;Msq*ULKj8P~m^j2y9~K#WA*ZDYMr2GRdKL7)vr<#WxS9<$wfR^z3U7Sv zLfm$+M&f0PX@2&U6!I)VSD4ELB^GrM+pldm)N#FYm+o2GDj?Qy!^$h=RG!z->C&Im z?oRH7%KJnd@!8f;Vu5&`T~3zz1<1dxvNZH~nkdKFx*#Q;tzq<_n(O>*(~_M6e>m3Y zbhSFH76!ThS;f9Htr~0%rhb^DAI>rF%<7<^u?w9~e*AY7DM!4P*TYu{9;}?1JcSND z*_1=zszyJDJg(RV0yr@`<~ijx{4U;9Yn{mGudQ-=kBvYW!XrR8BFe7dae4(eWvp_f z%4H4TAL~qV&rJlIq`y7MZsDeE*hZbr5G;QLjF-J3`@DLDd#5ZYt9~1*yxcbBfOX$# zdyX|NBjG99bV%>qE+Kp#P-D;_$(bF`zLdjEp>%CC34*N=o1AeNhs+9#;7;b2W~}n; z2rWwd+&}V$`YMd{_e%B)(DVW<*Bq#*{w_D+P?nb=pO27aZQCezqV|3|RK0m)HabHu z)T3HL5ESc?IAu6J+PWrLg1mVWFZ%5TI9Zxa50c;aRWHZuT?GOrZ4UoDeDMf+0faN2 z19lBXOj}q}M-_k}0f~TF**~*)^8uD4{NL{%@-AxXSnIIx?uyjd)@4G$`oQ1zk9|Nx zO&_W6^MmNFp^2`7Dq{^nP_&0Ps`1^`M!-nr^!C;dB@W_mDe=8E9x|d1phWMIcd!ti z_S{_@W1;9j7;=$)a0*IC%lpI!#$YF0zqeOa(KFlH6+`QJ?A90=_b0bzFkd|yW{SDG z_u9?y{2IMm`f&a;h+10^KRTSUf>_#4z5;wTtgXMdWqY5=v^w+C72_-C@;!PYzVpnHUJE9yoEomhz6YfPl9 zW~;CgAtIoXj z!jG2M)p`q55KC?5FyFb_BzSE-;?9mw>6Puxhfmx!R@Y=$hFVp>({%cYu(BWzS$a7P z&DSW!a{Ur;mQuFG*to&#=b;_tG3AK<~d|vJabLiaz(gd z^eles`Nr_U7Qb{iL^^nnnyuO=r~wm{pxvs*?q!h^ z4v4uhOLMJsn1-$%4Xd>AK|7c}wz*m`(Gpu$eSu=poF7ntome?&&h%N-@2_weRJwfZ zk`300mL?w!Fv#Bu2{DN%KfZ8)58n~vbJ#s=K6cupXV`@ezpkNVj5@Nigb9hxl8eqe zQOD*klxmfk%!(b=M3W|msiEWOi*BK)pv9}8jO-QHC5x5l4?YX{ zqVYM1{9J-L`9n-5+(cdeHFs6X%D5{H9F>=aUBi4yX8?x@*6rz=%H~!%GzL0Q!B`jO zx>&sowhU19CV7;~&w;BCn|8-RMoHG~Jy$5wVU{=X@n;#o9}0vc>}SdhoWE3sAkO6F zU@Vfcp1T)R4FG%mA|lQ4QIeF6bNj#zlxC-0tRL))Um)3s@yd3i?fLlfVRnM)zu9w& zAyLj}Nz3`{Bu0x#>DD^nC^RUUC&|a}Td+AGM((!9jxxZQ`n2|GDHWCu8y%cpf#BbG zO-)^NcqK`0MEf+W z7ogm9sc!A#mg|W#=WYLk)||nqUwKJFL2V7!qqdL)v_U+U8c!^OaK0NJ&YDmoMDL!d z!dlDxb_5iQ;o{f5SnV+NtWT|iR8;oyU+tmUkSt0eTexWW#jned;!}dNVH`pOURHsZ z9Z8UnqZ#_{38Nn0eL_f zPy@&S3&0bw2OI$pfEnyNgG1Z_4RE}~{~Yz!Moag z0q?bJcaj)?}(J}yNfn}vM4FH+oEp%vX!DSo$ANU4?SO1aQ|256O^81T6fnFWN z>j4t{g@l2E1UpzTdIJLo3l9ee3kODakP+b#kPzVD5K$44kWo-jQQ#5L(9uxP!8FQW zv6MVpksZxKR(ftLS5n~1=z@rpLRO5z{)57q<$z=1Iv z{C_Z;|B8C`|6(>T|H2+_Yd z(?<3g(y`Y?3K-Qtfwod@gt#_Rkr z(9E=s9&r@ghc|orXW7~`Q8f)gquvKx1Y%@4`xG|gGlSzT2C1-Zd2cQ|n^;br=yXU` z!*_RlIv`w%tPscAiw5Z9Ip^LTKk4()upFpMZNv)PpLMU>W~uakYVrEL_NPt;l9^FL z46p#f1EFfapEFZ~Ysv*KC680WCW^-sY)7u6%CgrRKiOqbU?D>BaRuR3&Q~io@ny-K z#0YmxPlZjl5%VfluHsxWtEEK(p%x$_sD6CMruoJy%AbdI9y>XE+f@l7Yq`80&F!MI zQeQHFupS@~7)#`dPKZg!3ULrA)K8-+X`Q~F*ao)_9T*6Fy|5r5q5o|^5F{8*g+|99 z$Hc-$Bcp)9p=1-M1~(QQxPc*{LC@{+Zqq+fw(}~q@gG0Z;P$A?8UF-HSY`)kZH;oa ze0#96rZR47^%~N5dNQ3wT+HU6P1BZbMxKB$XhB`aGRdyikF3>2F zBY!e2;UXGmVi7_+tez6wr{SWl_N}fNAdlEcvwzf|&2?`}I^ljCwR#I{s6obq4ez$z z^HtM$m$608f~!G<`JuY>K_xtglL%X!w2kCK+b9bgP}CBeKSTQ3tPv1}YO0zCVP8z= zsjXXXG3tAxTgH;MS~+`1ZlWwpG#m=KEO2c*N-HA#{$hJ{l$F*Xb2eT^Pyq>+F4bb% znkv6oK8=un%@_WX=rR&yS@{BRjtJDcSyFM9ddy@l2-qqm?z|(o=xn1~oW1Jat0VW9 za_f{+G}c@%Iv#P&w#EN@pbR5%p3|;xsdYop&_5aSY*+vgzAL1<*;7?2cf>>Qk8;_Bvq+Y$_; zibDMUxw_&06g8V_07o$`w@{MO@w+5h!`ET>>mU9Cddavs~G}IJ2 zL09F@a>MZpu-*Q}bOhnL7i*b+2&q3hp7JQ7L*nCPFjx~S6P4ts#>(l-cp5kfhLqp) z$(C}4MkRF4Yw;+j+f~HU_GR4gOSa)Kz$Fw6b4HVs$G-sJiqnEC4pwi_|IA$cQ*jVF zc((>jGB6@dLCMCUE@tlfx9XtRs^6^(G^Qsx2_tQnt+>AFo%jatpJt+!g{dJ`)V6b~ z$ymN`G(LA5{}zFCbqAj!O&XS@0Ev2diXQco^8f9D@}j0157S>=feaP-vJO=0Qnhlxz|ju5KR-pt&p> z=C-joLkjx`=Kt-EFruKVT%X$IMo!LYH=DOnH6lm1KdVI#oH*6*(sqaZ6M0l3mL*wA zpEEl|DV^%{w{7?mlA@ChBR6cQRx3Yyf@i26SoyZCr@3! z=KJz0>v2M+e#!u=HH*U-{0U^&Kt2N>`>2RxdMznByrdRQ>|YyX4smmJi__6V>>LEW2bKLQf8v~QU(U}O4Qi> zZgkq>{#cMX!rrCgY{x!t>c1Ov*%qKEDr!xJn1yfi*h}TjYQa4Ue;X&wU^ZOmIPk;o zHnSqkeTX}=%KR>Df8uiwJKmQ2lQ>7|3m~-0bK8tOzaa7uDDk-~wo6l)n{|qggW0In z6f>DF*J767n;Dea|nrthU(e zp5*Fh&N|J*9NYWDy347M4+ogi(TiK7l=wt?A)xTdLgc9SE#$K9H4B295dw?lF)e~* zZ2N4jKDhKP-oAW0VG`;_w=jGX;c$+|R7y3k_XN{qVyxPYlo3`?*DnD5;JndK?Ts(H zimc6?n5yt!MKD95P!cYF=V;p(|E1qW$-lE2Te3bJEZ`NIa$F2;<|e(l&2+u_ApLa) z`!L`rUP=%Og~TUd9BS+uNA@w{;wTBX_3vpNp<;}JA~Y`H zV?3Jnky*E6PC25<(I-$ljU8hgLwCl>yyN(ia3USn0ncr!8M;?!rIeR0C=?}zFI^-f z_tJTk-}G5+WpiapP$`zimUA0LsV4` zH0{Lfe!+mK9K*sRMyu9_;$t)pXM{o5l=ZMu z<9aE)wY+<&dU)kS#1B|;-%APkGM7g*FR&^TYs=>e ze`$Xa8QQwzNQeDS=*Y4SjjR4d{TnmZLU83f%871yUcdcc~pkbpR!bQ{aV1*P8T8P zB6jsh38a+wV*#Rp-jR`h>R2iYW(K{ss(3t!85(8@>(n}o61@*g#kWs~yhyUb+hDU2 za7JdW(C<0J(o241Z!oz^@lbsZF_3a)?Eab6oLatHJO*`@MiA7Qfz_pz_jrDmrkS| z5sk-w0LIT#$d#eQG%E7lkI_}`Yj>{#VtxJiWDNlcEnWo7h6JA5rmJ|>^Gnu~OZ{6E zED4g{K1+S@#r$_d?eDWW8VDZ>O>T)`xISM3PpBOUP2QKsHxZu5@1j&8PR*Nwr8;H> z{tv2=CDS2k4^e;4$5;VxPulc%k-!$2JzmSV8e86jDFIkV z^hu+zAt%GAlB}6G!)0^)fWPWuX6k4oN!ML}GAsSLd-|u}hN1t6C+9niuVX#xw~Enq zM6knwf{ynTex#6J)`_6Dah3@T{16F|xW}_TXy~;4AV%Q(=9Vw*^NJ9!Q8?FiOw+H# zlefsN^XrOoj%36MEfv_m(N8VAM9FS{FX0*bBs;r4NtnWdr9t_xG$6p*<=;ElUulSw zv4Pb~e^9~sf8Vju9xc$%(MW1D$YJe?GHnSA{DLt*kCs8KyakPNvMv)|+uIZFxSgJ@ z&rl@)d=JIJ%tSsnSr-qRRZr_)R#g=Db0*Nz?BWR5`4^@LHRP`7hVwS6cj6i?2RpLa z_q&Z#*hbIwk&A|Ji?Tc$dDD3Z&($FesAl}hTkPlHjSX$7W9|n2NTzf*KQKQc_BXH$ z3P0b;JmxTbqa7}yY-Ln5jYpmHhx}w`8x?Q$lCPPMfZ zzp2+kUe?_Ca5r4enq&I-9;8Krp78V-EjHo%0&Lzgt28gt?gkg0UKy>fLb_MS*LzOV zCOXsZ2t2xHuam*QN2|7HLTC0Xqn2zoDL#n1`WzRXhlh%t&HR3xj10n z9Eozy!+ykrhcwO4@=*yrub-=SOnedaZuQIE63rl;PxA`rTUpAc zzTDZ-`8C79aT60ulScR*ycE)HebiY(zOU%gM7=bw7)Qih|fZU7J zU2=Cu@tZ~5NI=u6P0mEZ@mIQ z6INB%xs72bd#7j1;;#7o0%X{u=J>W}cnhLVRkj+}`MYuO2--ls05i%TA4j6GHwFX3 z>p>`IQS22G>Mw;Q`fyv?X5 z1Tr=WK;8`rhd}L#*c6gw&@1SLEQP}O#8YZA^2~Y*NNwPL#uG2_Rh1zFxvOq?obSQc zHXNNtko=~t`Rx^mILShYYtZ>PZ18FM=}*7w2^@vBb7L4*q2OV*yRBkN&sDFtA2w#n fWn|G6#?bH0TUbHYF%0`)65qNRt(Flm!2ACIn@`1@ literal 0 HcmV?d00001 diff --git a/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_result_img.jpg b/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_result_img.jpg new file mode 100644 index 0000000000000000000000000000000000000000..782f730fbc5d6419cf9cd9a897319d5f21ef7788 GIT binary patch literal 21864 zcmb5Vbx>U0(lfS%@nyRU(y?U?RvwL;-uVp=dd)@+oVKVYE00aaefcE7BcwPla0T6-zjDNln zUj_&n^v^&=Mn*zLLq$hNLq$VF$Hc)z$H2xwL&L(w!o~rEalz=A5IhJN@8vi6pG6S< zxf2nD`f?)}0}bQl>i^I2+y}r#1>6I^AR^!bfVc>VxCqZf08#(|0fdME_&)=Ph=h!S z073=4%vyi}2td%wV?iiLI5_AiFT_Ax03wJA2^qqHBB6#yZR(1OADm3US=`(|cTNP? zXlo}VrlFgC#>402 zRrhFarQuf7G<9`vX(J#cg7WZ5!aajSQ;X*pQR%q&-BK2awaiOO`v;eHX{FxEYM5Ef z{XTzQ0bsuT_m|ah0b+n|{!hmG5iXg6W;&J*D|X$AAET9$)tF2(ITeTICmG@R#O2~a z5=0<9!S}h&u%Dc!f0)|@5*p6({vcOqdaNAnz*54Lm^9|2`@##gbuAR;k1+@Bbls!h2hQA?{S`IUnfinQ zOA|E={B|OJ00i0OyRAZ>)F+`9}EH}|cx{1uKpbB{rh_c1It zz=BaFgW2He)Mc|}hC<}A{62?bp!|M%$GR6^NbK+pjubX-YUL#r>>04Dw|mKo(=z%$ zRHZ+Kq6=2Lw;M&wzcozj#(+flPsI&j4Ja1GiB**M3&8`!k@i@#z)H;)DCc z-Ed&%GvF>obm)8H=6K<$*pM!H0{=EuCv*S)&-0Mgi~rB%v>%kV3ycO@o_r>BQ^T{l z(1yTnGkN3R+tqYLV(Y~b25@(A-~Rlu!eLYF#iev6*%^fSlSx2LBVs~b0d ztUNs3dOxjt2nF|lB;r_30zJACoGJ!G4FnAI(MH{5gd*nZqcs|s7XcxLxYhNPkpg{R zT#r|?Hc)&0u{h9Aq~>X3-OeVUV;k2S^ekfJSzg z2VLv?&SRP$37TmT0CKG8p0MuZ%1WONP3hHo8;4 zzO+)LgthI#6u16w8|PGbKs4bk$x{Arjf?i87bq-ddAU!uoPrKff%*K_d1_bjs)m8$ z&w!Ic$pgEPjokO5VmC-Ce=#Mo0fE{N&NG4Q7EQ`XkJEwUpO>0FyDN@dmZ2YYPpwTx zzmvu_78l#kRGav%Nc{NX-&4YADvVSt*t~970uL*zwi5!Kods-4JH3lf3j%6j5bPu{ z23u8M5wloZGUX|iGLvX!pkqHIl<*xOSbYGT+1N(ny=LZ$=o*O>R-H^rFDLj@`bXEV zTWKIPKI^qxv{cl7u^-=e`3lN$cv91lP$I>97-rQr1QjJe)_5-x6qV8hN%!0=O+5{d zpY1A~7kDDu;TP_7mVfGHL#DZLrwPyuoEg+Y8!jY17fX8vL@OygqT{2KvML8i;XV|r zlQg~-_U(Nns;>CZ!|h+QIdjBxNg~xM^d}H?{A*Dhne2?$3Wyc~K3(xkXZ1T!Fhhdw z41!gp6jqvfu>p!@5d9jA8iXzL444Dr(k&wudIt;g>LQ=|aibB+0|+pZCkoDKsfcMC zzV;xHCLg&>`RKx0mj61VhfBFuh4!yqBR(y=stjBC$SNcY+YJiuB-Yu59R5XoqB%6U z(h&c%vVAAEf?jydA4ZDs)OfpDkoY#GpP%SP;2FU54A2^0TA*u*>2V+zfb>S%In@-F zLldpViiVV#w8DWiI_=^z6x51W6PcVv*LflJlb7VK#G4+wEwx5G)i59dA7)ff|)8=&SZ*#D*62 zxb|f;-T3l+Da6%!L>T9X*p52<86erR5!c1%e3JMBJ!*;n`|i@s;U^`Y52gi6&Ift4o&7&0Q8D1_ThW)Hp~~P7 z?mDpnC8G%G{)#6vV33DpLB_vWHIvDvp`s>v3IPB1r9-03=b1a=t{ozHbAjUFjRwcG8~#iLnD_V&0s5KeQhncud~wY;tS` zGCl(!IT`na42d%DbDRdZaX;TYO55c*p!_`k`^TsvXVqoKuH*6^)&r@aJ6WYD;4I?P zp0A=jX$bf!l?vld`s>3d2MIGt=SoNfYDjMP3+aJq6x{u?AfBbLC~8nRi9B#Ozeq0n z8&9JtP}P(e#d$v%66#@H;$yPN)VWUN2y`>&5+KG%J1Xw~|%* zuYN=v`u$rN`p*ER0E%Zol%3eO|94@iPcIsG>wm+Z8zcC`u6P^lA`e>iFF|p85yo$< zk4)lP+%;wc{Rn@;KGmQ4`8zsu=DlOuwT=A4TiDXFyo{ zYFJ$bmUfgek?VC90TuAySwfd74N@~$!e3>s;tZ!gI&T$&YtYx~sED&%Z_qb>EQXg* z)re%d`F(%rU6`s~ynGGwfIhDB&#kNGtI; zK@1Lj&qPHcC+{!x`r#Z3tJp0CpVOwN)$BR;ppA(;y>FmYq9u8EY6GE>w@69)+ZU$% z=*{9-Bq^eNB*F)#BGHhrvQeewF9q;J2ZGTAXvnsE&p+8<6y7dMY+d`3J_ERP3U^v* z%KobzvYw~j53;jeH>?!lKA-y(4~+a2tzY#qfAX!|x$bt^nDs`a61lrn@xX~&1pv=~ zJ&p9=hNqqQ^74AO{f!s(tcEu~y~d5l#B&M5}4903zs( zpyX->M`gp1P+T5W;!q7XheqoDlo_FE`MnqHh(x`r5y(HnTgA;uZqPle{m5z3$*UL1 zg*I&5=JVD%PVWzEm04-mlG767RJH5uZ)}V1d_FR$Le}6^3A>ZPU#$4{C6OA=QjboD z{gcb)eLfo@&miBBbYG$*e-byZzQiz*(rxq*bB$foC;!cW*u@2Xqt~ZePl58{ENrVK)LAqs@yNK~-$MY4`i4_5zO z2{G4)Kd8<>?eQM8EIhvBjnr{XGu)3;x9f z-8+u=^K0*la$Hm%Xc@j0Ze~R>+)ZLWG|6Gk7*n;T3RUBB}bu07k6!An-L2_XY9|yB)9shzJ@lCqESM)nKIKfv^milZi zTGJM~c;;j(2FlD2M{4$K-~hR%{iAU4eCg^Kd=@V^{qK)7>*!f&3RMCCa_?Y_JpQoF zf*tvvgK3|iDmsqD2DnwdFAZ>f%lwB`?81I*VES8V;KA|B+c$ag zH~zogeh}LR!sh<{E_3=j;*XwGg(C#0^E<;Qn^a&b27t9 z&tI`6zfeXJxrpENh1t3&U5O0#g%wePSNp=myPdxnfoMP>#x~$IsY|FIB@CTgzx!{N zu1xt%k1eH3sBlo=$uj+I-It>l`gomx;X5^hzebfq{^&ttpF5moDSl&9-O*{VDqnxa zd$>+qaMD5>`26a3V!D`M%Q0ie#@rVHe@wi$?*#ElMl0qp7N<0w@hZaLa7CusB`AS& zPj$gJbHVwKDYdTS-!Gf;6$-Komwx(Fg{GZteDN1a+Qj17PW2Nwf(KKAb#HJP_6xSF zSU+z2n=}p*=_=yXPO8r9&9rzgBwoZaJ%}tOQ96@GmF8nH@p=(}c&>O@i7qQEaiRk%3@bOAor;)> z@@#bjM2mcV-4{Od-kPH7$=BR8vWgnMmR7%C)5}QH zK6uy%P1Z|VYY2}r7hIU3Rp0${#my-qQ{pfddlkz5S&8cNa->>7bBpRaYub_uKdpS1 zV_}`5KxISr)+mH?pCV|^ggD=$3vX7j+U8`Rh)FO0i@bt?`|DF1_dG>FjYw`vBbH!z z%GR$7>0)s&W=dr1kL=-cU4v1^e>ziSp8?qFcmE#}&^$EKpQ~grHjfGrQ~TfenQx{3 z;VGrz&a7Wh_sK~uy>?7ooL1W1*#cE21r1c0d{2drOW7iEh{kpn5kH$IX9>Y!pE--9 zVhAC{Jt4o4i5JM&q$sDW1K}}Pyb_e`a1t>b$A4A zi9q^kZrH|B?VLNz=o0Q={^}e)%}fZBba2?1`p?3s2{h0dcVV61He)o(jxtmCjwM6s zU*zG`sw@*Q2`k>Jcbfd@vZAFj+)jz5Nv$8CjT+9 zYh3)|_WzQD?0+>u?a)l_kKH)tyB)&wtNW-WpZ~$m?c2To!p`1hK)^gI!l?0wX8_dF z?n0H}$i?Udno|*fRy}BpLzQ9OLjkRh7PdgZ@yOTeUCkHal4{USkO5gwF*+`a330P` z&`a!t?$2H&jTHpV{c|3SCY@^b*ZHC^tTfg8`w*%$njgZ8TR?0+01^qgrdyoH3LQJI zY|wYyzWH)=@jtdm>Erdsmw-ltSBoW2gmmm__UjWY9a;5y=0COwWuWmtw&?IUr)abX z1A}-M%~(33!oV1Ru*nxaPMx4eF~%0nldwxTrJ(Fj%!tt`%YG%ITuN81nDtn8D+xhW zhQ-1{JoiN&86(u-!(LOM*A(HZT-$rwoQ{+>cNtSHtC3^Zv=LWe<6?M>}MH!rw-#?Cuvf>7w$c<*EQZMaAgFCo)I;-yDLk zq@CW}kV{iIh|CoL9n#TS8Z>1SP|g40Q7sC>X(pW|Aix9PmG ze`UI|4OhHGpk7n|b{>k|*B_q&E&k|{eMF_)_d?7S2*!6z8m|=W6aHhyh{CDeW!V1l z+uGC2v8pDE>do)90xgx4^I__1>p_Uw^d~ftT&jJ>vZyxe?!CS<>91ypQgX&(%Lh~0 zsWrlAbW=if6{tqq+rRhiZM_}$2nHUUCwoWrTz*= zy#h;Xm<8h-@G(m^uXKO5gX8g+WV3xZwW8LuJywUcGpy<^`Nv0u;=Hc7Q2xWuOT}BF zL{+9|J(E|BmRXc;CnwJfNaMTk#3DXBqQtf0EU zfu=)At6%08X5Nm5mH^gRh}3-sy#As-XQ&{;Wn(qPc>sq<1wj5$Y-Oq*dnj0x7 z?_~PK^203c?%9=x^To`8kZ3dXcR|L}FM8VS>NfC_I-;M-FOpORrgeUb_2~;US!;RM z{r+A&Oy0`e?-{_23ZolpJ~v<9R0~GE=5^V=&jP0d7?QsfR=n(`2i_a;up(&g%Gm~( z%AN0(RbiL1Cyse$Gwzckr=Vg?VE(`N$J^N#aB;0ttmdQUFnD+_@znPLG@SUmsd@xpvvM^``LMuLW0rUd6JT3}q;hXuNm>d4ynY7>Q=I4qJ$HmOto z*as8E8b528RN)_o*6#~T=%^uK^+s&Gom6;?)fN#jSlJlbBK)=5VX3tV0;TQ_`z-d@ zT+1r|&~Y^^Sui8-df~^S5*#j()mAQE)n%>Kq5vR2?cqmN?UqpCbcIFF+hVqr7>vWJ zQg6ZdhMZtaYEjLG z))_1W-ItfK7$z00i{^ohL2026CW7$~1*H4O6zCTH$`3Mdq9a!&UR@+Sey4QGkgc*E zdmCj||2@WkpeA{fk?`Yq=|%iqJAUl!)H6WHO6BO@60Z;m z^G}V}m*j`zOMi;gapEU7W~ms$G03t${(aGT{F1X**T*a`I|a&sYdW(D#4VTRpgj%D z0nxzX+c8d@f7pPdncR%di0}Hss#KBgGVY!Md3|9vw0&m!`(P@jkT;{56DWF+DD~5s zeH(B*${!(tjyV)PA~x6bz-ld5oL=LhK*DS?^0&WhF)w38o2#8ZHLCxmpY8ffG^`nt zfVktfRPN@s?jqrsQO5~Wzet8yTpxGu_`IZv|A_(m_%+PAc2OP~@0QYJNeiqrs+k01 zgd!)M1HAq2WP@HIIB&03{7_OZ_-z7`*{}ZgdpWajPD!h~Y>^F)2d$ose~YQUL4?wM z=3poop1;G#NsYVyuKuJobZIx8Ii0CQF_=~FKrx?Ri6JAcHMJO>QZUGCEum>8VHOHK zPdHwm5XKwgqN7mJ&S*xvZNcM~Z!jdp)#lU`a5P+sw$`<7M$=sA2?yl1!CJU8~8sko{?^_ZoMb^|Dp590c#bGVHp5VbiYz>qg3^yS_yO~wTsh}S-bLP)KXbZ@7>kZg;`kqOA zr+!(>Q0_Z^z^EWbn))jd0(Iy}I$d~cC|S-BmI0jVVejyG^rP%=7Dyu)@JI?_-Iha# z^&`RG@ zb~vt4E<{to>+bI4$Y*j30Cf@YlOfsF9K5<95N%1xl|xe*(UcV0BzvR!ku&(0Y`(FA zVxokWZWY$DPvtPvgEI!u3paSSc3D$_vjApWGx-NZ|rtL`GOlJM9up~q>EpvwoeU3#L5^_)wP-QYTV++xWDN2ap5!b9Eyt( zA4x6_rf7H}v;KCP-v1dqP>=59ZfoY~{sk1ly($nqP1A4d_ic=wN1%Rx3ma=xP?O1& zdu=4;wOU!<9@UOYCp4J8E_k^cXZAXyCUkCrN%bpys9LJZ#nSGecVUwd?ay!||2o@l1=Xc!`ToVto&FUYot1psdFF|~# zlStO<{4N+xqu~rO@{S6eS~q0la_p(8t*MaA!i%n#Jpt)+Qb08IDUI6k@=-!`_fzEv ztt;@u1Gv*61VIamde*dwoBB@UH)u55juJYEQ$c;CYdZ)LZA8T12vCN&KA6{MauN0& zelo@^(NSDdMANo`eJob#V5ZwXbD|*_>I_ZX!SrGbojdbNL&avD_k?T#JbsNMIC3g@ z%6kwdUrw_PznP0!2;d5uJ=5YnL-^6(ux#)`(+|OraHKYvf*T{1DWAXBihN!4)*o}- zZ5fs3Moyc%%1vzkjS;T_(W}*wX7yDlc`K{k5LxR1tC?J6fOy$I24& zxePQQDp$b&uX|>;{=);y`)5G<(_P1BsHh_W$xykMCmtj}B$hA{3J?$P<{ykw>rvJ{ zl`>#39w&aXJr$yLxrbC}j3NZTQIy%Q45>HxoZlQUgFa+uBi(KaUtr3qNUKR#fWgy% z%F*QE+z`l0Nxr_>5ti^$jHi^Db}QX`8N2#a*6xO2PT7I|4ETF3DmH(W+`sOpj(y3DQ>@=GLF3bIdZBn%tOICXpU8bn zyF|T=U_eGU-1^+BIX#dHh8I+TI4tq zao*2>KIEGDZco$qo6;!u)BCe{WlGVK8;`h)81zW-D8r!>g5~o?fI~ie@?TWmY6!9H z9D}-+!sdKyt+-QcEENlLWgrg~7_SJzmsdGqsIInH%mRaMgeEf`io=)nlH*F8IEr99zz#@8V-HfD}a>_sLh$+pksM_0&3k@xpD& zLAF>3O;$2lQJfYs7nV+G=O38}BL>n5Kg8h{aU)Ars?LKXQmOe;g%`O=3Mh70g0eUt z-B$DZ865+`66CCfz0}_^ziv11eZAuBx-~AITS2ASW~~szIz8MfbU2UY2mtq=k)40; z>g>2A>?#X9V=EKGIys!#o6Zz9=$h9^SI|M1hvhMlMF|f%a@Q<0j4YLH?RNrEIZ=h9 zXtG4!`XkA-3*|W0zwMuN0f8;R-XPp&kQ3^DCM?*Em$r}nikd~cx6l72l~!;lJaPF0 zNW|lsp+?FuT{9nO|1Ea)?}~*-_J38Vv`ftX^Ggy^+@&JMh^GIHP<2|NB!DNnSgLQq zED|+)xDEa+<@s<$+^4PNapC9W zM9VWj;!>6?l7@(b-fb{q3@C!@NdRa_QkC#B(<~9#@?{MpLH&t>qMn3kpU52hW=c4t z0@L>Wz)-Oqdkjg=efN9b7`0r{20IIwIMsNXE~QAs4%FU~V;@xRo{yQwHoqF_qsiG0 zE1AGZO6NjKig{E(OoF#Fe(sK^;fog=Tcw~lI=uhMljLeMZO|o#C}OV-b9oawI3@f< zK1q>&yc^VgT|u_5MIqT?*dX)UZg4OAQnD~*c&zgXAI;E$l8HpFqZ^k2V?3`f#ed`V zph7V}51k!iY$xt34@SK)wG(w-WsMn)zMS_XRPG+#YGb1;-?~1merlQY7X8{)$G+CE zajG$02~g1Q%_a>Fkyy6M!rca%LnhahyFPajv&vR(@*ztVkQgjGm*}%EU{l`6DpAr5 zU<<1C9okkiNiT&)X-`whSrDXEug|l}2d+E+@af9n6zRoM-Pr8Z?s7#@gOGSZKUiei zZR$q41+5>fjtMiiPqdRoo6QjMB~q>AK{;0WGmcY?8v~9_M{Te&?fhyc@oe_1@sd(G zunEH^Vf&O^Hz_F^BC9LhGRO2OOUg-vEk2Q~8iS2E4U9Oh%4MH>P_uaUPZ!z;|w0yDo!Vw!X4@N<=zfy&nX@iOh1l zrpS3i5xMhbany}wz`i?gVR8GLbO?q#$jymEJM=3vqm{rm7eKB!tG3+sBa|(RcfqN8 z4K(7J%27KBJo)k7e|DQ}cr-O)SI%2U$XfuyXG$5-WRWL2NpxrS_??UEv%)G_|7gFv zH$w42uJZc0bZAXBRe#&iVRMmwNj`^fDfX^LJWyr4+x=F!^R13cD0CN8hJaxHa(M0O87B(24uAx~cUneJ;PBB_eF`F|ak6OpgfYA~|H3Gqv@U$= z6wgAVrfDyxHjhsfbL%tc&*|e&`QT|89cy@(9Q6pmvGC6BT6qSf_L_)2#29r?SsEBR z<#oA;q6f6sJZ{-Vu07`d70E)mH)`O2{n^fR!}6u$$#Z4Tn6OS1Ryc+3qxEPOay-lG zR7mbJaHxV{^VJN(2+dBlDo4X6lMQ5TJ}}eCuOJX#Gg`zn`AJ_e)c5n>NUX{%tCu2J z|MeuS)pmi*iGvO;NT6#75zB^^qlt-8KW2FsjWI<@gu4TsR@=C+HDg_QE=g;sxqwD^ zcCcb&u7Y$&vDYh}Zd;Qn)i3Cj{I}2w9`b#Qc@&vP z!3f)=`8XMitC@=akLbR7W+KkGRgYHk_9$I?Gf=2dmkBHP3E~@_Ef1{Mgtl3W%4e=X zXyGc51dSb(-ex&jA7-&??ijAVP{YHY?fwOq^`&mb4N=g8R&?EMC;_r%gI`^V6xp_G zW^x6FLh)D_{cf&m^W!{9QbEKJ&=H|nO$FQb%jMLY3Ep#*%$3>0O^ZU3iyFIe zKc_jEi{3%T`O!MV>vBu2fiIkm(-Y2=UBz+nj z$vtMb6&8|bx0d&|wMZ^Mf0f@;^s^dDfRPL7~O1pXSP!S@8vB6ZS9DGu~>2|KSr6yb=;RFVlfu$A7q zFcBJ6@swR!H3CwQ**-Ty_xxNLhY0G8_)A&CQsr2xz%g)g|DR&gaSQKVCDuOyeGNwA zA;n8wqgaGIiOzx*yXbPXS!LK&$I4?fzH4T({waXC$)UajuQ5RG{R(qgvoIv1H{D~2 z^Cf={fwv`h3O#m@vLIEe8jIsm6VT_}>T3thmiBKa-rl+wrPzS9J{=;&1PiELJ5{|vg5#bG1(R0;Vt>} z*ulzK-hj&t%5=p6wJ0F||nMx00x13T4r1#_QY9mJP#P5iE{^QzW?0tcS{FtUTxwC zJ6C(zU^yu-DE}9T9!-hFwG%P2NN{ysoeY8mKRmox-Of(TT|qI3r!Em7hnP)MXYZ9UX@Xe+Fc$}41tBIO zR$-U-e#jSsu@pPaF1G;yV8Ckt;2VG!;HIh=$btD5-gF`guRb4_R9B+Rq`k>%{aaq^ z<{vUeo-k-qB)nH|M=J#3bKFv3l8`A;olrxwCIUAl3o6x=6_=;g)cY=rOBWr(GrSOJ z{6|-#Bg$K_{;E~0 z`S)G6HIvM`DIEfi`mmhREKbVLif)vh8kC`(KB3h=k#=}>x+k*Ig@0xoVIL`WErrSb zheGoo3cyd_9v5M&R1Q;4S3w@Cj3hcr#>wjV4T+{sQ6fw)YHowi@vHk7=-$gi9+7g0 zf`+f#PWULm$=I*K?Rm{v^<2uY6!6+<%8)BU1t}2KvHK?E4}jAA4ifr(B0+%;ehQl! z&UowwQtU39ye9lSVs+X(I%NK|Z|ZGjZFw!ii_sQKAY{@gP=v`*iF7s_)2zq%(}lK$ zO1;!IlPr6qc}0MH5OyEl84`h4=DfT9Wayzm?Z63_;66FfqPmB9GRuf8%k7CxTeT*p zgpN+8R4bfH{$wA^$`B@pt}?7DLb*fkI`P1>yCD{sU-xsVrKi1Q=Te)kb3=Gq zlj!;>tNn~pd6Vhf#p%99d8+%;294L~kw0(55g?VNvU5?KrevEkf5?+K={?y|jY0vN zrS&raG4-XC5&aApM+qXoFnXHV)mFK78w`Xr-Y`Dh!<;aVaz&60&fffxj}{77lNWnR zV|Y>(MtB_uxw#G`N%}pCDMYCG^h0b@Nj9=KgH|sQkFz%SsVVWXOzff92W8@z<=4p* z57)_Rxci*;-2yU?v@$42W%R#muG{<`q=`le^>7&@Y{Uj?6|Rg zx}U5Q6529eeAO}UN5ADWS#rf~jy{-XkwQjxl%I1Jl5U95u6qJYpxGuKUHz^Q+0l`~ z`jpV&(dE?n{V%-IFjQeMcdq6avT`a5!p;br_erPMYrT5Bt!~tU(yaxbZ(qKTW~zO2 z#8hVw3rke2s~gPh*U@)+2J~J}|5iSk-4J7w zuXL234sUB^*t(Usy39sw9lrb^%<<{b@z?p7ES@{@n#oe&@-qO*Il%cgXehwHuF)^E zzbWx%N32n3@TFsm=ySuTr&nSprP=-mwND+lj0G{uSo*`HuVZvC=bf4NVGkr3miT2} z9^AfV)p$V)1)^UNWhP17;^vZ}oJT)qZ{N+xx zvGD3=fI(SpW1*S~M+ZsSR7O2*8V_d>WiUCLqgMa&t!H1%hwJM$Cai>5QvbKI`-E>`VoWQm4c#?QEl>v5{7<7?=voODN_VZ7##I$=RnZK zT|4O9rX7Fz47xu2b&t~K*U~ht*7L3cumHfct<=zdzaX2}(I9@y@43-mJIlxVF5dEK zHr9}-atjmzK`oZuo@A_5=fuc6QlSGLS)$Of|a~i{Z*DX1J;JGaPq*a;wQ~-8E>}Ty>`f|2c*baqn)a0?{Cg3 z$i@*ZSK4dsJg6*)fI^Y^%RL*g<`E9@xX)@j=%1|FwcgnIRm9}$!IK{t!>z}4uJ7@4 zh&SW4{3<;O(%)2-)!hzmOBXOQUeEhVpu*A75F8v{6=q*V0+K4`MrtU@6lEWpd*#nEpdDJji5GeK98rTi`TU3@^52O@~H;$jwK1Ycv_ZR;>J! zJ_Sg;4#D2~Cw;0t`^SEvt72u*fOHfffh>XI@^T76W-Gz26*#$m7Vy4!+>&J2$8_-h zVARwI7YfeB2BV=W?#hyuDJQ*h))<;{c|FqG6bNE|5bmt5RZk#h(W*Z4@#4`3)4H1L zHhE|tHb5Sl-<6`FTr7W}o`ZH9vY>)=E9|wctPH)lMb4}|7nbd2@%OhXeBU5usD6{` zw;Z{H-Pclp;qo3u8|}iI{*k);rLzgAv2Nj4`smM^fD562QAD}uhj#0qsiZnL-=b$e zei7|$Rq55HXsG@>CbXRRvP7JVcIc-qAC=U?%p)w?&tF1+{^b7q!}b2SuqV`B>Nkps z>i?oh{bch*d4eXk zv0MCpJHVSt&Z4nv)%sUHuq@DPL?@%z(wk^!#+h|0>$m@Uke{mP6VFPePXYjUe7At& zpbJpA)uLH;vqG{W5)Y_-9pr@gcl*C#M~;Tq_bp!|{RqR_fOIPO_#PNtB}~nuwWVF+VZC zMZmZYqjXaFW-wA6V!0;7s>=Q56&^`6=K+{n{;`RwC>0>DU!XItqXqxK`^{2Buv9%d zQ#cs16DSaj1xi_tX4dL<7rHni?_#dDQGJ+;juS#^tYEgfq2O)A8w{4*PFZjf0j#~62Yp^}<%&bvbl#@RAvjrKol_*H+{ zcF6f`?GmW^hvk1*8+;T%&?JuQeizP{u3F4!OW*fvOM>z$k>$k4L-G%aj(6H4EhC;?Mo6|znzvvq5)N*gg2P}9Eau}#mR1H?xIN2VZ&`LcBRMY-RLX$2V{NAu%N zd2jd0A4E^caKI-0UB#YFt@@5s3t;=x=c8GvSZeM#L0hGAf#l6*!08; zmaif}P~WF~=Op9a%d&SP4UIRnc+kD0c}-OZ%E6&g{-g|jA*iOE%2Y7s9%H4dpT)#p zMqk||x!=eTcg}d4ou#tGBt#P-E0Tn^c=Vp3=zyc3v{_BO$5TBojfU2HQWU7*#736Y z+P?4~YS>bo6^SA(5-Yt11dx`_LAv&*`Fa#D=W?1N{pfI|{$0X8 zDFSI+Xa7892vng=Jeo#idQEoV!chd7*+7nLtO1Z9otY&F0!v4GMB!FXIhOa=a_DZN zTD=M@meS}pDFGS}-tYnk9^ZYY4c|La;4;9}=H<^wQeX(#uGE^9SpfjZD39rQvawNO z`rVLO@>oas@;4Mn(JTQ5>m(mS5XdG0Bpz))T|-qPdHQFDD)jJ}^x$DZV{(`f6ozHn z1xs|ta{1zV8vuavB{sk=5)4_lQLS`TYO`tMi3b2c0OY=x>sUdg8RgPj1?Jgzl(c#_ zitVj2{eZQHImGeodd(-lVV8RY1(g2Z(8+9SM}w{B&ApX`gB5l$%D(LX;|UQaB)S=Q2y1N z>j%&#DVYi#TSzlQo~8&vcB;6ahb?UC)NY@oMaV9x$$DCF98%U=&a$Cj2pJykV~xynP2f|U?wa%Mr#a0uPhyHI15LErva>>XOsTdVE}A-t9O-oTv(Yf zpem1T7k!>6p1iWa8$^|OZ6t4dR}r-1d0G%fy6TO?5_tWnFh-*jO9qS8ieCSC$;~r| znc!87iAFq4vPHZ>LhgEk=CF_=-7co1!u_Y|R!?tMi_SjUZdvsr;AyCGiXs{7m(B^x z5JOYU+Gwpa&+k=p`wIDhuJF=xLoB3yM6$9}Q2S)`S(P2p5sBS*q9DK_-Cto;-EXP; zvMnGQG>f3WgcMLzU3Bw3z;zp{%&wD@Z2p!c2eVsEB^k&uFRnA!V!aq8`OtutFY5ZDL8haR$@_63UcUo7b$Sa=uPCJwcd}ILXBTW_8XmK zDy~Ui1r=hUirFDI3i(|mQhAGePqDS*E^8NTs~4dLJjOg_4&k z{RZ;u(`K?RvGFn)zG|!SP?^$8%9H)TZq`B3WXGS5F@u%vYfeuR_pAl9m_X~xCxj3d z1~WSi!+hJSZ|IJU{AGW7mEDCeFPbj7*&oT_LF<@qK<*%S6sv=2sFJ#{{t~@2@O zH*&`YhKh>B$pkKv#Lu9O91e(GLV>I1Fx%07QLOQ`byu~m%)Y46>c~RQHq${#lC|2| z6U<|81IUaCq*sf!SkV}>aMIFgLc3B9@L$fU6s3fPyj_I{@tNqJfEYM~04iB#p7l8d zR9X%23b@UDI@CKT5Erqlh*9ZH82HF+xTm+#f*-prtaQY_7h{l4ISqJBhs#=^vthAB ze)tT~C`5^DlUJexn%7Qq-^qlevY4i*N1M5&Sfov;2MbrFGb(v9)O|?ydL1k3oyQ+) zAEMzHK{Ds+wj+~~jV08EVw+-E>$Fd`w%1WAAnLs1*?H>yT@3K z-uRAiH>K#UUrFp?LS%wZOjN>96NOk@#`mxHc3&-5zSm~g8`#mCx*9AYF&#?S|6T^V zl^9fzMDXik_1@rl`=JCO7UT05MphMS?n)!Du8k zD|%>#pA2TBO^z0w_Aap8$(@*Eznf(2{{mMLj{z04|G^;gKVPEn0`c^{U7a(sOh>FU zdJXkTO8Hdi1ppu~JPGguI0sX%eS)fkuZp@B?yp&|G`u7H~osaWNq>9gHsZ!tiY z4WecHkG19qOM401hxItx>vlEMvrEE z0RbQU%2SXNJkxc|VEC$?PguRQ%9d3*V@Nr_IlZ-_u5gOM#<<04l%Xyc2HWXe`s zxSeuZ7kd$1=Skffp&CSu(V|PP>y8Rt>jF+Cn2A|xXy~vAONAQ3zTfk4nzl2wgmY=t zhU(3}Abx<8Jbe;kw(8e<<&E6hWfyxAG-wt8YYch2GRAHvoCCaF(|{ItZt=A3a}HC`TK4ZDfjY6hF-;AUun@}5SI_$m!1T1_XWYY z1o7in1%5k5WND1O%h3dElu~>V$9o6KO#tUIGAsSDhGlNsrkEa>O~a@b3?IFGAsn~- zLCn3W>9fxMd0lSQzF%_8{wQPs%@Sx4S&kfe*j^4TqpxLm*I zRQRs-tJDR58+$o?=6{iH`Z(SlCHhh<(lcN(fmspA>#X6cWHerBV&d4sZJE@A7benF z+iT#G;V~I$i5GFKAHu?0D%^kP(X-9dIU0IY$3V;ElNuINr*}Kw_X~{%CtCTDeiYa4 z^-8i=XDgnfS+r8am%YHqds}pYdZ^$76TZ12$|CtJnn*+=wY^-MT2Z{ zN?A^(JEvM}W()Ra0~o|F(_8UIxU(jjG%}CKPFEKHPbt?G)zlVk1B6Zj1Q6)~6M7Tr zAic!^A_1g&L5f1?2#6Hv5T%#Uq<2I_=@5|KMSAbOgH%z}7w^4qym7zZ=UMB_efB(O zjj_+zd(O2n-;50EvlrjN7J?E7zLdSgIT}fOVri93t3qR8PyMb7>R6PCatS-C(KnNf#kyTXXAQZC~^$tyAIzISp5rLnCIIN0?t+ zdi(42-oz`!>skCNIjz(&J1-NT(^P*IHyq4+lMdg>LM=3TG_k8^$;*FMrEO?OkG5MB zHL%f%`d|R(kQu-MFhpom2Djw&YGFBrUQ~0ZL1;TIWY7U{E?ujtJG=@m>dqO!(kY8p z6qKR_LXy$Kt=Uo8QVmN>eobLXqP}$sS3@E#5R39YK;qaFlW{U?H+XCBv|M4#vFRK^ zi@&z|k;hlgl245^T41-7u|3%!kS|6U96y5o?y{G`@<3oa(zMEfknQuTm_g9T>J<5M zY)!AQ_p8H_A~cQCtW&Q9` zAHo>fACHC;JqhrA=D%trF6CSuHhZ~i>M1QayL+m6FWQ4)F%@x{kiYU}Cv4G6qu(uF z+FQc3c+?6_*Wr*Y9?f^6s6MFG@B9)@xm)vQB278Y22LPBX{a_qI>ra*i<_;suwH&2VhA-e?me|GG+XNw_QCO{Q*w^8)k zvwfxf!ruF1zLio9J76jiMM9P3g^9W(X-|Xn24n445@V>(JT<9>L}KqFhQ2{fSl^9wcR&{@N zCNYDCQsy!49sQ663sBeM0b~r#D(lNYH@~@0KL;F8(UDJ@fFV+ZWNG0yT;5(?v$O8b zYGAo*(|pF)e{x~7R7}(F=_LRTUmsksu72>vEErP}CCJo3_-y&h%KRF{0)Z8egZ0_l z`f9(LZXPc7$G>+!?gra-0${BPUR!nDIZe3Qj_trTe5-HOZuilTVl-3()+0$Cq(Qq?$P^Y~$6vL2CBU6HJczrt)??MLlXj9|4&8}*RZ zRVo4zR}ARsb7Kwo8@HBQ7K+4u%cBJy!WHJ5z3kv+ha%QxOLE^%Eo*h9f-4sRtF#v= z{r)Na(ihz00&5~^0LQrN2&F^So|nldUTn#w{^bjXS`h~F3%Gq)IA)hk$w8RQC?)ZP zogwjQ%(-*fMvg-6aV9PmqROHeyl5%)zzvce$M86yUAAjh#gGpuBRmX+s~~B#ycTH= z_4CLBv|qH5-3#tyIe%)vUui6n+R3*a#1DC8p4VhU?wsVjeG@D%v$PWt}2}Vt{Os&{NWK?umTe&5V-Cryi{T2LH6(@hK_P zw_6#*V$@#wgtslk&aFooUk0$OS-eD{Il^Yy*m6R?rl2^&FV0*EmgG4GUxtdJQ~X2@ zorSKuD(pFayxyVy(NmRA`Nd=a(za7L`aqk|N%!r~Z7s&%0AAmG%Ub%wY5p-+A+A3= z?D3@K3}<)c8a?eLYe-3Nx6&xbDbLerbkf$}N-r%#8_w}p(WKWT3!JIT3C#Rt?>#f^ zuCpsazK%*-Qe@0DN~YjT zcWLbZx_>5nf9e97JyzNM! z?flmHXYvOwtXf+Eh*LcBJYTqJ32N@CmJILrRDN*dAH{3AD#OiyKa;U zwpx8><)6yB=O^bqS~NPm#>K1_tW8kTlJ5<^kPOFRhf1E>KjqtaFwzSt=qKP+Ar5Oe z=kb=}mPE2pI*QF;u~Ae-Z2<85Uwxa1`7~I9(NToeWWD-ZK}TaIL@@Kn#IF;?d?G9X zflu|T5`D?Wsn>Y&#|`2=od)C-hE!ipl#=n6m)#jfBlE`DShJOWTqip$M1lc-}DOV z7_>I5(L>x#xJVATSN-u5u|TBuwTjO-6-$s1@5Br^BaqTrl0zb1N!-D`Vs|!**mffT z+~2X4_a2f~_ACvP8m!aC+De>l?e4_}C61bRPIz>XoX<&U3h&oCEaZef_m8|(Gt2Bx zC7Tfrm9}p3?YvEHb7}rb(T$LvFtki>Hf9A%og~kv61&#WVnH#)5Y&6VuW6!ESV*C- zHziCwZn6(bZ5i}%9O)#nIu9sXjyihX5IoGfJPp|yBkqQ&-d77L30~mg8DiBb4x5zL zeT3I=&PED>Jkl4qEMzU4M{XhSt3@!znH6>f+2lFI+)3NyuKoC&!l1B#kBsL%oaW{o z(e-_@(iG_zYwm7Q{VR`FR*|d(XvC#Y1Pv4bu$BUmFs~r_kK2YCr4Jol>l;g8A6jLi zc$}_k)+GS|k~^-$+t#7Yj6{~m$O)tVeUysku`Xx69ae8mOtQ58k`5@_(~K0)0hEYdfjGUorm z$nLbpdc&`uYH*UIu!+>)(vI^tAapWikVDXhmDyH%*3?`Qo9W(XFmfB5!+!Blb*x=*oodS6kh zRSr~?o06wO@Zj5k(XPVn`NsS#@Ac~A?rJ{)SK#X)OR`VNxpcWgLb9rogYu3pgpd;E z=*9*`H7MDmG})|lL?%ks9AlM<)*}aNtRK{0b}~vC2$nKmicnc@nkx}%lk+(H`Z?4r zY}9h7Pf2;Q=w>`NUu7QQ2I3F0pwtnzbfrCRep3(bQ1tH@%441w%ytRp_6P*-xKo0@ z1diWg{q$M7{o>^LxM}=D{{3)Bww_MU5EFP=4`XgtbOXgk^}dT zw@f;h6{wc6J1=@cRMpPGITDPt0?58AYKp#U%@=is?!z2<-*gwX$vLC5@&Ah~CH0v5 z2mq2b^luTq5VS^VJHMQdmtfi~!o5PKbYP@GR5b4f()taD>@j_-< zK#^plT^Kol2d|nyRmLTSN4mEDYwAdlZoinpNy<3gNjjiBuE^8#mqrrx42; zm*UFJlJ`5i5n0E`H{4$vnn;0@MgDObIc5dbjoeD0?WX(7nW_l%8`nda?Hmqrm9|C* zoY%kASSul3DPE1k#1Xxq23^yYKNa$LeL)x5+r>L#0V_6UAI?K~&C za&~kOxdVJ+KhH9Ph;jQcO(*IW=ULYu-&gRp3ZI2ocW;5vmd%U%gi7Hdumr%gHa3KgZ9=~ z*rLN~nH&d@8YC#oK+=c50XC-9U}g$c?bbp z!T6d`vxoXQgsr84PA&MVLA3nRHdU_$3j3=}SpQ6Uje!Gz8>+8RELuOe}SR_@0kD5^&*OY^{HE-Eb0fAh1Mg^&1d~ z!nX;?E(4#`o;dB39Svmj9*#C2dvSaNDdHhH{~%)i0Vt9V2N2)7691{^om`jbVyPKm zex>P^e599qO`&;Wy&Hmihs*FKlsnn#m#Z%S9?iJyu9!&k-+LeAU4u1G9{=}wy9O_V z5x=yR7mXHmnuFM`JT};7jr?^Jk4+Ri{}1n@>6H|%KpQ%;d#){MXs)lW^42F| z`TVAPU!I5@(M>)5H`a3aCw39~bNf>HpYhl({~k_>$cofw&PVbB=)KUBM7>B{!cmm Gp7|dcBBz)D literal 0 HcmV?d00001 diff --git a/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_template.jpg b/doc/tutorials/objdetect/generalized_hough_ballard_guil/images/generalized_hough_template.jpg new file mode 100644 index 0000000000000000000000000000000000000000..393db734ef5f2870bf81dbe4c3c2658074e8c2ff GIT binary patch literal 42838 zcmZs?1B_)&*S~$*wr$(C&FN{|w(Xv_ZQIkfZQHgn)BnET=YI1(`SMj#Sy!#BTJ@`{ zvy;l+b-q@=b^(ae;!@%OpzlHpL<<0X?U`YVxm%b508&!a07w7;00Te(0{$OL_--M7 zGyJ#B_^!x6AON6m3;tcPfx!NU%f1=sU#|OR%70^kznST~FWk3n{jSX4jQVYdzbgvx zfAaj3%OVW)fAXwlFLga6q|1vW)0Dw{Oe;R-aA^vAx|Lh4+(SP;*m%rTrkpE)PqJQ_|dt9)8{kY#T z;Qti^`Ckn6Ukv?U4ErztGwwfy$^`%r6h;7yezWm+{qJ7_GdCM6HxtMIuaAb2iJOrT z0Qmpf_wU62$mvk)9-aI`rd?ptfZ*2BJhndn~knLKJEE| z?9asrq@@Z{J1}Ldrr90|q4y)4pR^l23_S@(Ake}F-Kq4X?xXU06&SA{i>^%xW< zBCk&!)v0B5KHh&T$+s>B_X^b3F2eL{!P*5ziGzFMBxyI9Q-3HiSR%0ANG-H&!)4Z6 zg6#D-z8hMK6DECGAA2aPS(`O?JXteFmUuF$Q+0*#%;?L#xP%B}>*97cM6|Ox6TRFj_7*4!m^Y&^;vR4Yiu_ru{M9R+`~CS`5maWKFJ|o^N^#)`3`JsSKrI z_Q%=vEOnligL6nfyc27_7CqE03Be9u82EHac^$*A>!Xm07@LFdb90;wmX?*SV`Js> z96`Y^dLXPG)-3%>mW@T`7-VBBSB_iJXNr&*UxxDieL&h^_y zBd0U=a<#Z7$}>MIwwdMu+hob=B`klKvZw0=uID@z;L@+gX9V! z){<$=uEX~ivx1NpgAAfd_d!Gs76PCr1{+QmIylKi&nW!&Di9FavamqK!b6LIPNvGCWm@EB$a+ur_I{}+wzRe_Cx`EwS_Xbv)T*lFJ8(!#?QqyH+WVIAu z`zMV9ZI6w&zdCNg49FcS1VL+YiK!>cb91Fl9mEYFa4}b}(gRqr5TSW}`(4(W9_N?^ zH1k<-_t4n(EZ*GOnq`wI!nS=hk6qmo3UBHA96Y!3i)c866EB=Y9nh_&DEy+54nQ@x z!;86;^4>E`%IWOo552L7?i@PP6o2Hlt)7fHs}OxnPN1p~bPD>L3hcnaQ^<`ws;0sU z!&N|5q-YCqVy1H%+|;=^P6iYL1W;unifx?a5J(p9wQOv7vM;yx02BIgmsT}+PYoqz z=^&1q>fKeFDj_yI>@wtu`iU-0G!X~lpeCZ7O@b}(e>RWqi2lxoM++vpnjFi&;=vz- zIl^0(c^N*_W`Q$Ab=J}MAT-B`H5E*~6Rg)TGtr_NUt>ntt6M!0OFX_*8&(A)=wxK7 z9yU-_siosmpJzj<)E|ZXAU#xm89oS+k!9tSsB9CHWj%=|x=C7>&r5kG3Pmv|)Y3LM z=)FSCBRkDb(UTX+Yy48Rce|dGiuW+?dHq3d7&|M_T6+g`8-K`a zUwOO`$~tMX&gbhFYz1*)D!^ceA|F+73Z?+(z4%K*9j)KA8mpg;`4{oLJ`QGKa?Lyj z+gQ`u7Z8OI_OixD=yuM_ht1_K+ig`ZaRffH7Iwakm%@pA>N7m!dXu@AjSW0|oG$d1 z>{zJa+f03%{U#goO`=XAhs*ZZ-5Sv8=$)X=ds2N~YUsIoj>t!0pEI5U1bqXE4{^;A z;`)mB>Tlv#mQO3dGN|@Udi^;UxeS%4+@@t(fHEP}O$35DZ1A}&wHCbuGu1v91FjLw zqYT`+ZxWGG*1@A{i>4ml)2HWJ3ODg+@>g7tV#Dbi`8yHeVOlpR1}XX5Rs@7QyYdUK zd2_f7Q9VJ$YBQYRI0hqu#vc^U#KTe}1~Xt4CNlSDW#G?}iSi0e4@NWMiyNPIdbtMR z1OJUV5v@POO#|bv#0TPc#qOc3(EdiQn+`|J(Uj{cDJrpBZ^tTz42&VU$-w0y*|ZoJ zypNPfuF-UmJP8R+6^{8o+@n1@q!VUZ5P}Qu_jzXtj(>&PtbO7!zoG2C>}R;n9n-9N z{1ybWAosDNAMyd`wVBBu4i|gIYR=Dnu-S3GD5j(Wt+Nlrx$$Q;f;k8`An{I^dz4QQ z>=iDy=99xlQM~v;Qo~D?62pA*;>T04OO+*VZ{RHELk6hGR1SY=B`(ZC@Z-4o@eYRu z4I4EAKJxt-M&BOFh90_%byD35rb}G zik8|$q*vR#m5_JJZDB6f)AGa)+^)?sR$Xz1w@2QzjzkF_otV{iN^MZD){B!l$%E4z zeIRfq;uHJ(QF6E#A!66nWW-M^q?G1PnWX33c5l9Ye1Ql6@q_*IY0&TL#C1dvWN!UGujPIP*xURN zVH^ff>hjSQS}tsuo%1aR(EWKn)yP*oo-s03ukz@CX3RgSjh>bGnyC%)n&k z#=|o_^a3$5jrRHGSG5|5timV6prg2K-AhB$t{~ZcEA)z1GGH~2MHTJUTpGCWm8$9D zOX@V!`%PSYp4J2RD<&=vvoAQ9+|><0zRdE&Cmb1cyXN zpn|@{R0_il_+jKQFP~_-N_>5{S}PknA8HO|c!;sGu52i*@|~%Ou$hsWpx2Cj=@E`f zLxH7jD1`JgLVTT0zuXT`5n04>oLzWT(=N8%k&fO3EK0Cl0a(qIc9#KOO%;>V$$X~x zQNK;&-bceQhL8&In2qLM@ORc^UnA^M+z|q`W}c$Xj9!hl&EE`DcwAqSGtGtCIMVr7 zQFmv57lWz_&D{{8#I^kIa?C>v(eFHp`IzB9;vkC{y?r+v)cOMO+Doj?@+*f;28=Ot zK?3Lj<3Ntu4`mDwZT$sAE{JW&NzZy68h!kEir#U}0fH$M`=eV*;W#CwNkkL0v${{b_lT;KN0Utwd;m`Seg|hBy;ZR#7jqusRTuZD36o zEs=k$c$BN?&6h-S)L*A4#x3wdx~~)MEIkCO(m@}iew<1>$|43Kk%GDyo6(9K=X*-p z)O!GQ+X%flBWzxbRr{4Og{&;1yW;z|9jF6^Y(2JxH-CfIa&Wr$Op%d6Yyr>fM(Tv* zEY`LS_^ztr9Gm0OsALPss`Y-}?p*KuwN*E_98Ox=?HoyDE{5;z={-otolCFEH2%eY z_c8H+342#R_h+k@v27ViOhYF%U?pyIm`nhiP^YUGEX9PWr}Uud60RVZ@o>Z}x0DpY zezw*E-OnJ+t8_LZQUX4DkZF-T9hkDJnp6SSLMen{36ciIIr!FpBM{J(me2M@mXE@m z+$46S&!)_g1Wvl{)NkR@X!%@M71{Pex#EHzW2(UyTtV__y`K*K6UaLzLUSd56K62^ z7_*xrfd$qJA!kOycjz$l9{Lw^AxSF|pXZ}k>Zf6$7HI!WM|paQElHy7NDycXKDh~9 z4GYWQq%H;x4at7~puEzBq*t-lura;F@G}12;E?h|4HAby$1@LFy_I`E|7z|C^$j0X6%sq^;B-3eX|BO3f8f@+{1N){UbNzk(|P^{L3YudH#4HcX{ ziXdlx_?$Nv=Qo9$6t3L?oy1gjJ+~Mr&J?1en`1O>L5KUMfGb}cT(C52DOIYTc_Q@@ zy&^33U>?T3$eNqEC|oQ!FbAHG0j3>h@h5ZztwQVdqiL%cuXvT61QgLG1FeCd73nVE zOP10`%1CY@w)#09D@3J8V@H`%Ltqw- zeqo56)jd4si7!>l?^UG;M+(J8BJ~{|x-N#~^vnTdwj!wT*~)CBaLi5oo2x;sBbpV^ z=Idf67809|bvdTw&4w zN~wqDPn-6C%Uuhcf*r^gq);XV`NS%@tX2Cv|U(U`&0q3T zJ`C2!b-R`X5)N_!hf@rK(&>>|H@%i`F-2)-VY%_fPJb!2V+j7_gLx7>7aX8tKr(tO z=%qAaSg?=)zvD}b! zEZ2xQ15=R_bYY1*{d~4LIhCQGHuG)#KF*)4mVFHL#ck3hlk;m^l}`tE+yTcmC07tn zQgiF(dY5Xy5l4dmWNnPn+*odG;$ptzb;S>|NOY^HMbLLOoNw18e6i*md2yQkIl7*V zllvJk`UEmplGL&=wPs`NLq9Y*We>FliampE^f@<#FLtX^ks+G|s}Ed6v)nJ{kF~Z^ zSy+w#v&c(F=e^>YjbEc$D+C17eFrs^VVYdNzAWJ;ioV^q<=NxL0|uh;=ng--?f^6Q zXkkMW3w-1~`X~sm)mvC*YFG*d-u~$JXccPU>Mrq+jQVZl=ZO#{Vta!TB3&VW5bd9WLNd3LbY<(s!+IDcUw2Z&dua0gDC#o zCiQheJA5fPn{T5ZwPpAQgCfU_8?H%VO==`rCa`|;{%!~^X{7hfIu{e5{)NE%I%f#W zliY+FbFVIV6L#w|Ff0Wk=onEnrtD2v5IqS0ba(=L$LajDbnfCT28GjHZ3zxh1Bmr% z?ZxVuZ*bQ#%gL6s8+}0;Ee|3GhJ%f(qGp(G4bD;o2hWc*%K5KiJDT17mNxSsaZdnQ zsxKrJg_{1sv&*a%Y7|=#pZ`Um^`?H+j%XH-Lxj5ls2qHS!SZl?K?JG-UIP*$)clqM zWwpm44^0`5%?xZGeahDC{C-rw8ol@Gq-_oifm=?vngDTMVx(G#ZCvqqF7%#$vGmly z7TSZ@$e=Q;7R@K9&zziRb3M!&1XbUCxAWPWiGaf|_yYu8n|$d(;{C7aK^=y0GuDkE z;@!Lsm8KC9XPwEWwD1rT&Bk`~c3*lf;xCrNFM4EoO>ct1L0O3xB``ApwS^Ko=MJ6y zA1W|Wa!8ELp3dRd+i0}E-e56ih5I|D!p!<>Pqf%fmIE4P8Qz%Ane<=Ig*qN{$$F=F zMk8W$xiu>JnKW#npVnTMQCcLXQTq5qer?5s5lmBPGb`(lvhg;WoGvm zu8ZcP$D$XXl6IB_H^` zW9ZXi#vUqZUChGAqASNrBq!9=uSAzBP14u45zD{WuiWwqZ6Q(Mlb<1Nw8GR*N13pG zcI+Rt*(U)e4wuSuMbvR4t9xq?>d;EnWD35k|dAp9XNnWO?^Zxs;1>|;rj7@(f$70Zz2kbwHRXH($9Y6J-k>+i&*{O0s$fP#7NpBNJ|}2 z`Rl405TqZ{qxEb2fg33(;y7|y<&Qfy^5;19_3yjrlj$@oVjwnbR^@y_!-9f8gTW<= zW(S=`aZ@@;L8_M={eP_wm`pIP7JC_8c_8PNu>4igZ{!iKew4@kZnLux2l8S))R5OX&6=6q4aNkF2~k|wR;)11nc zhNgSaNo19KX#>8zj8Tcz3oM|p$U?KQ{SHel@TLKcSX6SylbytILtp$Zb)#%WsHpgGp}`}vXLCjCm?4e}bwAk>hMc_1kCW@};Tp$I z+0gFlStx!A1JndLBDQvKOyq3kdLEr`($~pk zdi7oDu5S0Fz02ILM_!B5xeq*2jQwJ)JNu6mhGcYD?;8bHJ%f)gQ^y?3lzKD?npd^T=ziJM$;^4Lh)(Kz7F5 zTquAzqMz+QWozDtyKd0^H5_BJ%u{&Dj&Mb(gyWq3^^DZaQ#@dHrzWrLs^4zS3+Km1 zwdCW^OBDf%S;yRPtY4=C#&3m*x`mdtHz!@;#hwdTA0ZkiO>zY%B0I!DvX!i5x;IIa z=ub)9$-~%FNBm8*n%+JKMYV#id&v_)9@qzKMUzflMyyVGv~R<5tY-U9v$<)sH`Mi^j&YN5q7`@yp?E*wb^lqqF^>;^!KiA$)BY-m; z?`)65%`g#*18K#xDY`ybaqL?lojp-~R|?@x)cGc4y&kf_-V?%%F&T4KztEg4wF!Fi zYoC^Z!5<1Dw@qqPOu|o%4hw(u!Opbnaqfi>7EqaV_?-0Y4yl&820}7E3AekMtK(D% z{cLk6nYfBF_Lw}|m|wrMo&$x%h&B!NpwNT3Y{1uHd3v59`6To%inPEDN_(H9$4%4N z7dA>CnAd#3EZ4&N0WEdo@1c|~!I4D=;olT_Jx`hoZ@Mlaag8#q;+MQi6a%iSc)*r@ z`DhwjXlqSU#;tJLu!Z;0qcQ`q7OP~vFr`tHZBo)&bi3o20OM2qyo2kAcp=9J;|Ap1 zFMhnIu>DbV2O^{Tg9^;f{6w`Qz++l4y&sGv@!_od5&E|fC`5FL54p*d{LroxYth0M zW7$n&zW4E`aG|ybQ(uzV@2Vs_We13e2cKM;5CCIG;D&ISX5VE(z#TW1v}+d&=HEe8 z-*ReU=c*B@1|Ow}%ruo>m0WQ0Pr!aE*EmI1Cm+kwi)gNm?zI(5sxRjU+jB*^{uk;H z@iJnPgh^5(@^;*n!YSAB$OS>tWiC{&M44JrDKqBT_hhh8pa!1BQqg~B;)87r4*hqT z18ft_GW!L>WybHcxq9O91FdExms?aNu1H0=D!O6rp#sH96ZTGk|;i6JaPQWSIDrhk^AgAu;a( z?0Qht2-#r$k8s89-1+RtFTyZ8N9!Bm5dcQdHn5aVwmO$NUvL>3EiBLNSpvpF;1)zFejB;({v2yK-?YHbU9T`7^jZf~>JuBK-sd z;EQP^K2FgB(z>0r6A{wxLF0o==v_1x{+)@|G zek3nSW?n?bnE~HP2+Uh=cvz+XrS;&5x2!%blg}3${>fXrko`K6h6#zy(=BYlSdk<~ z{DT9ePB&4g9C1(mw*C#MX!Hj$fg5-FND{+}Czmbr6re1}wk9R6s;N^u*C-oVi{d$Y zE0>&v_VYH~=4$#BuQ#v9m$7`x)6v3Qp0Fo%h(qu0;?PY3x9@J-9v#(53WY9#jWDdA zOF6KJC;Pv5?eT>(i>YoD{m{e4)xb(7>W?t# z&)1#$(>x!jYn86Wt-muiZ!{6?Iyg2lc;a*)q~+-a`isF-aO-1K0|ev_m27U0He>`% zDlA^^XBRUf(aKfBeZXpMGL4$eP07+PaDPO<($B*1&Md8JAnGy@p`Qa_#eNx$+Gu=hKU}p!&ow#wI1c_;kk&ea>bb^t zTS~BK!OOsHt58!L&KobVhp$5enAs@tiqz?$Q(ZI(3GU4ttNf}cy$#e?e0QCTBv@{j z;=gFFF_g#=6BR;)#?E&d{}{fQ?EAX6{9I$_)Iq)B%eb=@OK|`=KBR|#r8D@NB~cy9 zrF1FZQO%0)w@U9B4OnhPy^L(Wf$xSuDyrH|uoUg&WJ z!^ROjQ3;OL+D6+O3H0mMh*t`(=}dB2(nun&Htx#I-TvLJPIuIzK0=c(MFba0c#cc7 z@Ttma&5#$FwwYu8E$`{3WLl98X;*x)${o`42?ue69}v}JRbOEY9g2P8!V+Js*V{-h z_sd4lY{1l$olq7bM3%5;UOXXS@CP$L{>f^1r`+P&i=vkSOjD_B>b~%_2=hx5CQ8{o zTmrnDUI|e1cuypvTvO z4Wdljb0kIOv(eU_sZU_Y<^f)^{#sj3z`lQerqEZMMqcwznXW(2iTXEO6R3ToQK6rWwe|nS3~bv1SHiMWBvJzk}h!1h*DLO&A#H)gNGrQjfXP_~C5dh5;4FxeMP0x@a2%9!qWzH)AS))|q7O(L>p=EGho{4% ztz9LInhX_b3rZK0zqC^vT zX}w7@9})P3(t%J`%|jD9>jc0l%N?FsKvIcJ60sayY1OH!ut0lKY;sjwY>hcF+jdMk z+}b>>;FHeL998m2gn#9rdK&g4u9)a5{Cu~~L8t=umDoF*tu#W5Wfe2KOJ4!5xoC$m zuT6%iMz1G%x@K$$(5U-b;l!z-_uGq-UkW$sIbWwc6)+17Qa$t0G5V#|Gb;;#2m+lR zKz$Ac*MQQXa**>HBnKCHlqOtemt2qwdl4*p>c&`hj7aQcAr6}w^YGr=H~;Hoqs!%J zu#IM4ds%a5E*WI>PP&{D5SizNNJEJKXV5Dx4q@XwLrxCD;q)y|MqMd9ow_QnX7)c?dOKoV-uG@>$XJT}{&JlBSBt1;Z z4t&UzB0xKsV&0*%F{m|%?+I}QlCPydv*G87nw^iew!)3ipv3i`kRUw`cCn*}%QkNf zCf$b!UO{BM<9+r{``W7uw87t9Ubw8GG+Ve=erdoo+t%wy;<2pEoEvw;Jty{m-Wr$f zefEA>)ABkRVhYewN~nRWm8(z8G^dfrOXrY>S{u~t-HU6)oalPVDONSs1O5S>t zaq-Sy(-Qbz1h=kXS$PLc&Jt@$yclk}jEOIP@8>&=?m9tx1#+ON!xeVJ!j#0Qk)6f3i^+Fxbi&Wa+MH7SJpK-{pZ!VO z>uA@N-myUbYqB%;H#8-W*s|}vmX9862Z8L*YCm?=ZNL5zK2R-G8Ov2pP zVAn>TubheGbO+4gN5|*SQhtwzd8=zle;@2Cn>j#hDfNcZ`*RwlwLPRDP~nUv`YUOv z4N)=y9|{3yGTL-T?uGd{RXZ71Qs3xd=Oo;*3d(S#{Dn;K*12L5cwzLsZ>I!nE~Z&I zpRe4@mx>N$23O$IOFYp`@XW_HSwBr5c=c4ND^M7NwwRL_ObK>&2ryNi@eH;NQO9&p zE>&OBwBHgTuF?yxZ}^C9E%M;H%_iwFwlXQ9P5)C%Sm?H76)s8{oJQ2h;p#Gx_8k9Y z5+ZG*NvMho`wjp4g+?7#8~Vaxz(KU%sX>z*6-v$MR`Qn&T zOl}QQj`S8ND^(`0G^!6Ad;XZ?b54?b9MNwfnl2R@0j_BzHf8|zf$0 zdMZx&FX|Un56EkiLw#;VI(d$vr)fVob`j^|+B##idP_!Is2JUTHbUG-*E|4O{IGl+ z!`+jOP&y$W3*oynImq4=TQ`}U^-uN4-!Hz{O zF{wruJIX7*$kbom{U!NswOOG3B7T@1YgsF111F;fRjFDX6 z->CODD0IthPHEuxQ!gYRmMGPC;1&-IrGR~F>z2bl9RjM?;6!W$A#R&^;?~|z9n|Q! zl735YS7K=8#(#h$27TqL^;_L$#!WoIUr)=MBTWk{N_Ls&Efa+g>fG+Mh8AA4KG=@F zRFk@Pz58cv+1(*Pc%povhG20@IovV-z&h(1qD+M&i<({H^QOE&5uWKhC|)aSSqT^T zeBrAcF$DlWRg9Twit;OO4#DJ<(QT3SW>0Y}o3qT~H}2@hedM3R?Q0=-OX!V9$svu0 zmkw4g6)MjLU*wa}Ar;RUs|e@_#TtqxyUs{JbH*Qv5z^>fCFnBKP!oOJj4$2&rBv?} z13y(>)-SsF5Nh&0#YZV#=+d8?=bWh49C#bZn+#z*P(eEzK!ys>J!cU#fe%jB7Vw72q7Ud09MeSuQ9;;Re(ZvROHJv7? zqwWShO^i7@Ok11!%Hsk+2w-&3Wf;Vpp5X@VEtha=4XOHt9Vj$4T*}~9R2oSks%wz! zVQtZNN*t|HQDj}0XD4K~_L8}rEz`mG`1-G zl}6_YaK^MU3$%c>KED3(T+a>N>h7{5B39k`vUFj=xaW%Cu>#T^WT|TPY+#8bJ8DEK zeAw=g4J6}Gb*Na(-uf}iP2;a1#N3CTanw8RuJ$asUCkp%7jO4^t+--^*(# zyJu^w_l!^~bT959@PeS@s-O;!8By!=6OFYUpHD`}#GR7KH|bBt4h6r}#cWR=(6VGU z4Yjw^p9l-Gz!{Sbc=8-7fBE}>4Ro^)UF|Mp=s!(ijP-G%XlmgOkL6ZSG%D%ihu5KT zsmZ(Wc?A!zP7B~TTOUShUdd62-ULDGEP8??2ejGwdsoh3k_5Jdklb(?07kh&yEajY zj2vw;VfQVAj|O5j(9cF&85V-A=6gCOZ$6w$$M)D~P?{y>E7i>G1s zlV7S>AQ)k1h`_`us{NKc*VBg662ZpG^gam_Hc25o zI!_~s7}E!)eP5DKG{-hP<|+1wE})iN(mE1vh>&V4mdKC9bxQ^f`c_hDZ8*KwRSM$h z!+zq*S1K=;y9S<-h=yN?ksf~MT{{)oj5>-mJ^!uMStv}S9;7vYmV~%d-?*#uOQ1*6 zcz|dp*FdcgCo5Vo`77S|elsr#WUBm}F{Jukiy9y018~e)()rJTtDb&f= zUnl0mZ20Mr_U=c8arvqnv-3IG)5avXilbd=1erx#%t*@7!Dq9RX6xaFH$jYcUw~iX zu*~I&n|rGz-ZuY8_V8Wzp*RIUdft`N^#cOOvS5?T^N8t27)7AC$lBB6V}=-29H9MU zpGTWqa1%imrIIv!h%6sxX3n)e;DFaINLo$wMF*h=?k=u zL%rz~8n&yx`^6&VY0uyl9H?AK44M)YF%bkR+u`mm(45Sz_qJ9OV_(8&C7ydqzLdjO z<*AM!JUuppaYoL$89vB;8t-76Nn$;Z#zOgG2V&J)Oy@=(ml!6Po(*RHZFcI-jYO?w z0U>3l)MI~p-z5Aj%O4CwbOQKNw=)8Phrx+-DZrWv#An45*YL%MiJ`R$>2LSd{{B?4 z(21U8+Zd4aED!x~B;)9>wH%?ACNCqi^>`E9$$3DABurG&1?6tMO8sd$U`^y$keaD* zyXWWVky%<>DgenZ5?RHIAGE$pt^pDse*oS= zK6vp^54nYemNUM|`ZI;i@X7HT1y{Do1;>&Ps;#Ng=_#J0P7#GkE@2t=bRK{Qnb3ly z%*WJoNVtlMGd?_%^W2Xftys;2ZS+8eY)u?RwtmYN2+z5Q%~Sx3=As6f3p3Y36Ldx- zQTM?8Q_hFsqiYv$>D`iT1x`3sn>;)1zV`Qx3C_2jPoUgGJ{EYoK4u$esP6P1>tIqp zXDSoV2u)2F!ft+9I*OJqZ#(%Y7WZ#yE1j|n(B(VpVm{;k=H}6*MnnL?d^%?mvj>JH9ENRbFa9QHCS_?r!DE4}Vg_H6EHC7sl zPlScgOKpj_pq57F$#Yp5Wv~DG!761*9Hn()e7Md(P$NR32>Wg=AC=S96sb>eNGpkp zvdQW=MkDJj<=_a0d5&~n0hU0a#fN!2E^c~^I$$uC8*E9_lYJr7#e~^iXs0S%g(MYg zpFqML_g{MgPGdi2ctQrrN)5L$C>pY|A7 zJohT|SD;ZvCI90LtlN>x@aY#^Lqy6cOZGKudXmeYziIt7zPpKVW@SW&v^Sla9*aH*Mf4m%PZ(@!qbY8T;V+`eNdV#tynZZ>K%LdBxyOf;|6Ts zAwG;dk?HGGRgFwgicTF8R~KcJm9g$%ThAxMN#u&sZOYoD*S!V44O`LEJOGk3D|@O( z1`3tO{NE^rtHJUnN(aJh#G314!&xpc4u;}aFpY=?yWI&gjA-3u-oxKV%T6Y9tk&gT zX;d@QQAxfw2d!`lYT6MT49AjH2Ag;L1vPhXVW%EL`1^qfJy@4Z*oikhh%18q#}Ebj zhE?K{aQU&mH@&l=x{(ba2)wjOF8I@6*Z%6HdMvC{`(yOdonpnzy&BRMbqjfg0JOoK zi72>@Ih0^?f9Gi6(CQORX_Q+=4Y-eAu=!z&9Mf|f&4Ai$vpvp9V+mgo-9fU|Mlk82 z6)@AdS#BFDG4k6mQb^v`&9SAW3Mm@nvCrifYn(1d8ZoqVsveEVPZZ;`VQBy|6my|Q zz>BP(c8_{@+_?VJ!&WLP@J*`(JK?)^zPy`;&KzwB&>oEc;=wjwWXo?*2g zlv0{BQjV0cVst_ncM-u4vU5P8AAKAnbss(m+brnsW8F>4=_*WJ?M$kT z!7EFZ*-lwNzyk#BhQ#Th^)(lJG)8Z9Z5TA?mv0?X z#rUjz0GPd=&?W%YuCAq5iwCcni9t|&0uO`ZF%q(i)U4?=K8=-Ji}lK=IE@^ z$OPztVqgUl(Ja>-#Ol+;;M7%imiA(_)4a=b?zyWXI_4;|WeTfxl^KTWzQPITU2qm5 zK&GqR>6{TOw-5Oq)FKz9B=<9m678|NhPA7a+%8d#=K4j?td!AS$TN4WUO80s{s@yl zh4ZQz(3PaO+RtRp^FEOoFM0DsJQ}YtJfW-RBEVM2rGvI1VM(OQO`x_d-DYn9+=XS-@I=ag)z|k(vDA)r&wj~6-Wt;)<8Of1o&t}P9`~ix z))h9OhP*)=dxW)Km}q5=?p=Pix=S+Em2K)w!;0W@VNBs7p1WAwM|J*#(A7 zdF;`B{n%sHNwPi6pSmVxq*IU;y7R~i%&}2f^M_g(WZ+>b8I6uxnLgDzbgfM}P^UC@ z9*FAmD2U6l1Va8-=1u>6nSrV7vO_^qWWd`!(9FZG!99v0Cmxp0g&&Lo%QWE(0Tee8 zMv`U{WKLtPnDsl*18?}u{38K>eM_QYE-#mB=q>%4QTybHn|Irn-~Pf2Go%y9f*_q> zIfi`v_JYi+3Q)FgQN}pMf#0fb{;=++4^F=|g_cIDB#S}4av0Fdb07H$?#`5YsoWtg zc>ZlwX{}6#7yOBI3JPuaLE}5VN*yy|^m*A7KJxd6{}a9g#P20 zSq>bgDJT4_vn^zvvbmNNxmtrf7LX`vHH)0GGk#`;7@*=M;{w3S@xg*=Mj@8$utR

w&BI}?Jl>%y*v|67&7xl|Z4t$Fm#PBPwpNG|vC!=j4o7?*GfC?+e-nCeqBUiU6 zkb&w#Pl6r=F}iP+D(J(8-j}h260E0R z`27qyKuMpAKWO|I%a;=)bU?G;KOam0HOj}Qf~;Q*7ktq?^u(NtP)ZQj14UU-oO4#n zHbOf%*herrhI8Q;6!=|6{0qU8kt8reMvvsnwliaU$`wJb0z;v@FR17`UGYJ`j8{{R zz}yhA2Z1LOuFksH>5N51VKj~-h)4uhc7nM>Bo8T;oU4+p`ry_h{sea`d;V@}o~c#x zIn@$sPM)`Q$@`uj-KZ@L{m#%^#2`lVK0vmLDSlsrnZX&H@(D8&84EY zRn+Y-SS0vil2cKT0!&1ZGny#YUcxrdap1NcDyVejG2iL$fIKBRdJ{&Z)g(Hcsmc;r zZqqLGUNm*{>$B5W%)hZ__n}COUwFrAxQ|WcQ3OKGNbISUX=5~0^*xE%8R*1Co6X`L zCq4T2!-C3HR^6w$MC+G!**Y#9ZGuj6)}fs z&9F_a;cf`B60E$JVj8wK4cmxj*C)%$)k_wwzS~x7f~&X%>4ycvG$<)6UY-7tcF6U+ z3fe~L;hkz-+CDkz;OpC6hRM0xo;?|0++-(A%erHJSuARaymadDkP%{7yJDE8skvf} zdBH@syBxG>BGplX)y_Xu`GULpY}mcmP4b;vSQ;|py{w*Rd*XZN3O^zoNh$0jTvzW zYr===*hfAkEsSd;I=A+71B+`Vsh$?ON>{FfyhnrU({~wJKbi5TDAUJ^NXn#N25s}z zzR9qS4ps$r`InVg6N^)NWheUB@DBgc#Rfjsn8CJ0O`B>sR9Tgt2=!WSVWGiKRN@Y0 z?4RjQF+>{$9OX?j1e?`G>NZ*Fsg=HB^=~hCHv88;aIa?|1fk6Q=E&nR>QFKQnxg=G z1(;59Y#BH4;4dC9>mdmCPE{O>Dn6aK`f{>=?)U!1C(XN7I&n>A+B(0 zW*2%*^0}lJ!CZ>BU7s5ATUea>4}Iu$K8~usOlBk~S^bfGH5>6re#i87v{TRhRQ9P4%H8pN zbFVgw{=R(qvTD=bH#-*}oH6NaZPoc0*|(~Cor3Zx7HcAM3k$zqDfinQL-&i^7aYzn zku7vqs2-I!skOK-sh>^aYlsig2q!;^S{qWmlW68atXgXM!f1@w?E9Z}aLzYt%$TmW zRum>flwIZZcEf)N27p6)p~qq0C2#g!HGn?;93w{BaRuQW9wwRVdFWFNepR=5=pP4S~sc+iW{a7z>}z%Jjs^aq#P zN1Wt#wkB#Gnd4<1oc0GPaUunIUl0}Kn1@u@FQxbD3WmNqDt}d}QQHe7W=qq5UuWpiE0Hn!=yQiTqdM3AbhIr&k*0SBBSe4vm4d$l10TOgAzuGsz0A9%{5s z{sefv-(v+^0g(e|0acS;irrqZsMw5V)X zh4*+CFEpSWD5phrIFz|pT(D-5(t5pS*LjO%&zW;pTE*Vuy(^*H{cgsL$8p!>Bp5fS zu&fx631aOH@{j-w*I8{Sjs|6M#5BKhz|+`F*o&sgJ`?Yh0-|+o6)|puz*4fna-Xyl zvaynUU3p#!o|}NBSqMa8D-rG^lhY_YW%s}bBDi4xYCxmTb+MRM&r6cyU=6{Q`J2ls zm_j;|vX#KDSh_`AS?+*eT@8^QJ$Rps9_rZwq3I6CAQ;F^Mp>xw&v=tT>)+;W0G2pG&-&3-^!n? zKWsB))M+jN*`}A}JF@#e9zRSLWeh+G8Cb~VvQ&o;u3X3ou!3Bix{r?p0$50SPFCge zo=3>^UJLjvHOBEg$x&OMri9*JOro}%^?|<1*64p}6@RjebpCYuG2b=LAnHi~P6AO? z4jK3d7jFB}b+$zde~a8caSOflWQ}{W9w};>Vd*zv(3cUUzGza7qhY!Hn?!k_n!_f2~&XenCy5e?mr>HY?G4Dr);s;;I5>i~yg zzb@S_1hLiTF8?Q15Jm=(>qM5C^xhjnH7HGJ?t2@O0q8?m)IFe9Yg;TDzIC@z?9CZ{ z5633$@O<*JuY1{t2e(C3g`tEMY~=iu#YG<5+RN73de$ zHT0t2cB7KfAx-p{3cm$dD0as1!$?lLCEyExypA%o?NN`*iT^a^!o&6H%QB< zmoEJhadJ3)ugYKgc?J+HB4L^qd?ux-yV!<6_6-rlGY?9D=-MuU!G8UdzNwMUrEVXmZ$h?(q4(B?BzwTuR$h6E&e8iB-aBv? zhGrS%>dG-IfvL=)E5#&o0x(W=XDc#Vs*BFuf|7NH*FRPLMzzOF z`;;V7IOfP|r1Q-NVLSI0=BJ8PH^%a|Ne_dmXhPIQ=JzaZ^J#RN$(`HB#O<6rw$j*J zie7WOHW^Ab!O|vin}{*&g9?O_em_^G-@la9XEpgW*u9CftN`>Xi`;i^PiYm!+8dqd z-;@D@Yy_1nl-^=K$(I81m>L6SyNNfttr|c0f2@ z#%&>D%!ykTgX`KOk>N1-vYd7o-vhY}CY7UPhI}{DM_dzHCWt2lA>?u@_u>*@XS@9@ zV1+qsq(79ZVzS#^JmEwB2BM~6G0sAZ1*Z^}z(572X4V7!p2cZx{bSt*w!~T-^<8T- zF<3=canCwKCNAP)wAASIJvi&REI#|k zc^*W}ra?PABcL~&GImesQK(8cR3Wqb6Uw5a1AmmeqgB`2j$w?}C9DEr$@5c3H?BdD zq6~)gytLrZ3d_YAw+t4N^2Sf*s_g^T-h3JgKN!DpfjbpbJx#v2nol;x(syFZxja3w7-jF6f?2DI--tCFwnD`naik~6_}OhtI~(Y93yAY) zN!~#NMgEL(39}RB#n+$~ilCG9_PFAZPi~Y1_HPnLRdhGPGC*!!{ zz47{Iw<;3w-_Hz1x~q7X9G2@5I5;|GK7TVxzBJVZ9)%|EFc>FfXyJV*UZ@)+zlN#Q0@~f;dq>!@P3VCx}O+g)nloGRql8DB}F=j?tW}_V+a1|*c<8Ql$1#2y{YD_|2Jb2=`02lZr9-#2diO) zfx6X_!0PfPZVxqZ3)`&|PF*3PG~=cv&aMdY+xl0Et?E~3$KR3F73E?Tj z%BALdANyn1fZ&Y(q3Uf2iS<-!#j`yJ2n9;j4YFMZpW`bI@`pS~1YtiF-fJ2lo}J6P z362USv$QkB{nM;__j5j`v0W&?cFB%+MNp{AhJJtv{pd}KhGGqRbgWSgOvckTnkti@?oo`MY%X=fQ8-9B{{NO=xwA^vBX=U+BKt=%4<4 zFFgise)0{<3n1S4RtKSRH=sz;xBQbCZr<;plryZ@G>@EPHBn!I8_vxx@-f3MG8?L| z3DZ9Bt7_Rr8tsE5ww~?6{|NLCk+=-V0GJTPE0X{Y0ZRA)QsOV`*z;xACM(WlFaV?V$=~i1B5Bv%1dis0)bCMxuv9ZS z)+&gpp40eDE;2h+gR!ai>SRW<=}A<5>F7R8op-eCncdn>*j7Dt-sz3xdz>=bWH*F4 zbQChmdLAS%O>kdPG6JfRP*8HYp#LO~zqg~d?K;o5>Ix!`%G1F=WXxK)ATbL5g0ppF zd`}D3Gwu{QRB$pSTj^p8kFY>K%mK%fScdOc5$ZD-piE=*j`bX=6x{ytk2GidJa8AhWzI9fY?451<>^xUa;A0btWwI!Ut005L z0Is8u^D2*I(SvLyQ-M=4Oiq*3+AlcWRs^;@!NvWZ-LwZZW9Pi;4_9Wm3e*KUi{zNx=a>|yIe)sKbp=vWr;T1fp*!N^YY*YWh zW^M$QtST*$Ykm@v_PP}p8G|#^Qcltm>aRY>d4|p=*O^MavL~krZ7jq2)Aekh*@y{i z{qPIen>#uH;j>UX^MPAF6WZTuM)71hi)Oob#EZ7#{hy#ND5ri~_pzmBQA6)ZH#+zT zRU^EkeGS?EZ5H5J->PpfnnvlX+*O_b#bfNA+lVuu~al$^f}k-yZTo24#3hn9o<8n+C(mU_~rm54HLb^rLs&XLLIoMP+!jXszcJ^TVZ{*JLL4Y zH(WiXUjN74px5( z^u&+o`48p*9z$3q4vX<_v1Zm^F6xEdY0-Cd^#sg2CG{ssFW;2-H-l*u!Lx*aIN56? z?;Yr+z_DB<{`sD=EjJ}ARhj&=gV7GIZ;W>Jg>9eHF2udHWVKVPTqhaXBlAVNJfC?; z`VR3=O@4xYs~iQ`SYbNr>r0Kb>%=rpRA`C=VdOnX)KSL`NE7-&2`misCum8REB3^q zE+J;fn>-RW`$w%|8kkwq>XjmDLha-8fKma_7`aW|y$$v$yqTe&e0@^+&Z}*~9HLvB zZmgObXQdUtOuxztkYaU}34-o(T)tswOeI3FVrhzw1G!ipXD z?N%QH)$Ab0f(uv5B96rg@&vV88Ry+(X@7xVCH%w&Qku+MR=cR*q~f9u{PEcBA?^uE zG{`4SFl*E|oP4=YWnRmUVJVhLmT0APxe0M@h7Pn~J+Yanea`s-;s@h*V|NrR1_Mg{ zl~W4smRW4`l27%C#TK}TYKTh4PV%pVPB4w1RYbu#rwqHveNwRL+lNPqEv#_m0m&Q* zhv=vB6ax9s=Wp;g49EVTS8@L6GlcF=$3tvDm}^=1t%aFd$dg@G$$(-W)wAObT+S8b zR0>XcR$IrEr+wJCs=bDit7c`!RbfRQa;F1%P9%McRrUdkCSV^ODOXT_%Z10 zpACh}gY|E6-ERF#UGB}TemMATl&o7`y}J;5VmTnE)Y)sw+myN&GZv3V&VRLy;|kwa z!|`d6Y4TjLd;+3q`#0EKa@nWO!{sWRQc48QEW!LXuO4I6%%7rvpwCj9h%ua7aKNoo zyXi#ohX|tk#TMsho7^4vEUDJXt@XACQvBwhd6OzLL50|Od;55n_nnEpQMU@e4^H+h z)x*&feS?(Zh?%XtswQKkuN0BbgbyBcybNji8kGFl)vp?D5h|0E!knKXAXqUZX+eV4 zqOmPZjdwlxHIenHVPgefy7!_4AZ=qT9|h(m2&0j}k}l?N*83S6NFPQH>0jNPEpUNxnkoaL4u-Wm-UC`i|$u$u3;*%Zux{HqN7hx{DP8Y3({;;bUKk5H%$ zuRszbPEE8y`M7>oVUlv6_EE}9maTNYX%t8@NpvBzjEdoD_na490u;wZV|twQBUY#2 z`b`pj7rWOAMipdl9b@SyGx!4<{0DJva%1eZ295YWvt;bi6PUNr-?s3eEn4x@X+|6E zFvODq$z9^bKT|i%k@h7XtQ0Fj%!N#^eXwtwc1A(Ex^kk`7U3vIJAUX>B3Z?v{Pu(P z*r2psK;%rW4Ku1+0@>nmvsvj{eyU8d{@3t>m+*rN5$nVbHMTs!=jLih?ErY+T6v-%oOlno=3n3YbnS-jFlf5K>pRe zfoVa3yrdt#)2IP`{~tW2kpDx+_*ef(2Lk#}IgG&cp#SPyD8LAyK>z)D|DSBC9}ft; zQ2?YrO4Fv@S0|N~UkB$Hj2M3RhiiU)ak3&d+kAsItL`F|ZL_$Z3heyRh zO~=T@%F0Se$;HRX%uCP0%KT9X2n-AiJRCe00s!NDLPz=6L*Al@I;rQj$K zsKiV{kZ4N4iCPDAX1~~6Xj0+YE)3Q&Q9N@(T)! zic3n%>gpRBo0?l%e|Gou_Vo`84h>Jw%+Ad(EG{i?ZSU;<+1o!jJi5HPzPY`-e|UWQ z@ax0R|Hwa{{V#r@0Q~|52L}U(`tS<`)a}D@6mSS)CP-8vB`6~YG!kY%XmsJ&+}bV} zQWoV43}eSBSWGh3E%M6`*Zz9;|IIP~|6iW{-;Vv)uVnx{81U~G1q=ls0Jvev9%#ff zDQ3m9{~i|4+Rwl_&RH->s4eWY9<2?K|J9)Aw2<*?1#>_J;;C#8C9hCO>8X1=Zi(!J zRj^Zo?&$qJk#g%12cUa52DNcjKpEANe=G=>#cdvcDD;9r@YtCHM&!IXH64>Za46}M zk^}LSJsee_;&bEeEb(B?|>%fyMBh# z%3Ezg0`T5HGZE%jEJ|A0=hb*zCn`ZiAxHfnXt&lS&J} zcOD%HIX6nB3gDzX=2@s^T=GyY^v7I-z1O>?iD`4)xY{iKSr z)_-{>41M1JCF>G1FMg@4>eh&;U!0lIimA}aR?cV2F;8=l@HEWg?)A3;Gs?hypT~V_ zyq~O98<_mgE{|6>dJj&Gy0SNDyl&-L{^ys7aY?AzcL4X82h6!7fp25D3|W?Bh~%5T z+gGTFr|rf@&iT)T((Zb5yOE=TOyDuSu!GHCDhpOdFR6HIyaTd5v%a4~$4_vKK0eBj zZ4KUWauG&KV#qK(kDo}~r*jq@%Q5pb9g%} z_$X)J_#BWmN3V1TIt?Xp4XU`EUdl7Gh6hErY4^VbfuFd;21Mm^@lMNcP9-VeO`H1* zvIfv~siJxV%E)2}tTtz34;O4fp!4~_B+I^&SaVhGHxtRB<(|fNy;%9)S~pto2ryi`` zF_6S-NI;9Qn7EeVsUjMTKAVQ9Iv$6hMW80G7oGXrE4t+7Nxkl6q-}KKmj_1A`8abx8}4v@=?;(V^!y?|Pk|@U^em%HZ1u_1}Vdqf;zy z3O@%n^U;i%$nfzg+Dt4Z1f10oeCOT_%hNfQ^3|l1N8}>p92Yn*i+!e7=Ut>1m!mq@Jh?Ct~V+dN!JGD^X8w|(sm^kw&Ba& z?4;wSE)0E(9pjI=DHvSj6#q(_r3uGHnf1l;$oz)hs)^&%R{AJaK*SCgTfwCMVTlwi zTkZ1>o)78Md{#JYRay%E_!o&`2*eX)chdRXp(5p|U_u8}TDqF-H32~d8m|D+Z?~oN zxmTu1O!sPa0=z0jN3`;Rnun+H!>!^(#_pJc3cNQ0C2aY)zH5>t7HUx=Vu?@;X!%I` z3JFrmCxni&8=~6XS%OQl19do^*!_p2AyZtN5^A!NW>K#$3G<48`?P$x>(}j& zfTGo?Dm}!C$t0Lq_sK9jhrB$IqeP?VJO@{2Q2n8H1f-8v!NhZib*TgkewDN-p+$i!6Jn@cio*pBB|kyFC)`{ z=YdI66E^(}1X%Qy7{6wNTJU{b%!V4}&0aD`tOTPwXVEWlmdS{)j&DiO`6u<#r&(_F zkOGIJpi-x{cU~+9WbZr(PfCQ|F!Z0*|8#8xQ7 zwPVrvlc@#ph!%l%+!zdXIk2O2=pe^7k%=cP<{OIj2`&c7=Dy%R zz`DsL86aGyKIaf3gwN;ndiI#N2E$r)p7q5m*}imNnqnC}vVs|!V3AE69Tl~wb&Nx4 zZvG8U(@+Y<5UI7mP^O-VEW^vt2LmE;(XZDj=}N|ec8<^C_@)@bNNV+nH9axVgWkTv zo&UCyr2wU&s*@xlUUy`~ETXTZtGVf67wQW3d!}mpuLx>|Mz%ph7gglnQC9MqYm?&M zP}Xk3R>W!(FxNJ)_G&YSdFb{#M>d)R~zbVI%_ujB$I4@6OJP&%nbY zdegKqaJ^a&fq}c;-oj1f9s|~X z`Fu3eO!CRI9=onv-=A(G3&El{2)Ms>_%zm->>sYj8x7qYiszW%(>i^+UUcikgB7TI zdQ)Dtk?P#P$@gOfBIGL6yd9 zA@>N!+FJctYKe-F7HRiO$j|z?W!E1{wF|Z7;VsOr)AQ@&!ya|-02_77?k09$hY6?_ zwrp0RuRDoqO)MDjUa@atmQtmJ^-J9(KsQZY$j2SELI-d9EJj#{;2l^9>FG}OJF|+? zS}9WgYpEcGNM2qSMm~C-G*>PB@{$jOmgNgV50?cP*y#N7%Wx3sn1fV0R|> zFyIFfbBl$nanEJvw1srO6s#T|`V)TBAE}s6W24=fzs_aQiq}`T;w7zNRIRkxL zywB_WG^4;*8{hwhR2UPRf3~~*S@o4^5=q+#`=wOVjhK3HhpXtcv^J|DWv3AnE+%0I zGP04Lk&0H#f0x|jF8`}sw2)L(gC;clwX||!=ZhsAFhWOyvnXL=x@e%0f=9`ai278{ z?2M)d)<~aP(~YQ~CaSPVqO>a@C{<$c;T5UTig`Pa60&F>$0A!#yB)Pbxm4>@l-JxR zsNdQ*d@}OEO3?^c!%)LJ&9!$`{Lk`9%PM#yKk#vD3FjLkswi_~{n8NmXsk$R7m6!I zRp&!dmvHH=*`ta`VggiS(@jZGvcx!rIZGX+F{^q*@|Oz~tu94%H(^^rp`i_PSDpEi zU*srGV07cw8R~Kp7noxc49=p@2@kc?)WTP#nz8Y zh@-MD=j9Hzp{)qkh?e97d>U<>x`qg~Bkdub!oFkelX+W<%S&KWl1&O8k1+t^qa36n z{FD{fxt)s=vG0nr0QUuW`^&yqVieR5=W@Jhf*jZ{mZT9XLtUiP>5DTUE$8B##h#NA zo&a;IKHdnV0rZ&#bik^jxYe3R!9*i~G0c`mnCq1q%Op%tSR)`UG_C^22ryl9rcMf( z(-OrK^3rMopS4q{W5}e$9Fdle;gsHX@l5^M`Z?wu07mfr={B4%yjwC2Gvev4YWKpP zh650R661wa$R6q-yD3+l?{LF9V=Hkt@;vVo3#8ZtpwmwZ!?9w)qI$`mYQ}ulGP9{GUs#7_bD1%OwR($SPD+r#PCpGBz zCBXYOXpNMJh=HQAg1D5d7!XeaVnI1JCSRSvf#-#MwRLt>mJlWaLK{R-y8w6q3;+p0 z4&X8}ak3XuRFwS>!1DhL@8&3K^G8|#&-nkX1;NzJ$pi?@5CKyOn%Fx!19d~7 z&hF-H|DmS<}Zy)+s8yDcS{gn?7;mvH-RDdBF@QnwM z07wDk0Ez%2fHA-YUju{UCyvDr0Kj*%`zvcn4z*PXC z)Aqml?Q#GB&Rd{8=D#+wYybc$5CCZE{jbe9831Sw1^}>@?2R0a{@&*UHUu>{2LP^$ z0RRLo;5kQ=z*Bj2{;4-$+($ehe*pkc1=f}97yyt8JXDFo0$8^0|BK&1IP<^t_Pl`7910Nz8U|?nKa}_G5BxC&gdGe72)+FWf5Zc}#s~iRQ4{|N z5N!m)j{qoWAc}|mFM{`aW_#h9u*}lQA9}CnN5~ow63FObJddz`B9})}NfNNg_2jhSxmJmfo-CoG_p{%q_WQs!%uU-L0;zauuDwo@lQw{~;sTihvKBQA(XVdvopNz@&paXh(x`21t@u=%f9s6>+FUTO~&y%{QTHc@E;!pgz-h7mM&&d>AE|&wc;-kLN^x<=R zts8g(;T!5RU{u2mm3R;|kTuPyWErEl+NT=5# z)k4=U9Zv*2(F#b4kJ-Z2!FJefqbrcDCWw2tIN}MAN5ClxJZRr9#8r;lBAM#>wQbj~ z6L#>Yhd%OeA~)aSxgGD$Q_uK4ufH2)vmE|8*4HmQxz>ID_AB-3R}}5Y!L|H!YDpS6 zO+^N0MjUhi2DX+sMS5c*98PUj#;$01SQs_^xV~_gI7ZC%R#kQpBM-_oadx{Mm_|P%DBVx09W2d=Ua-mc+5bpL4Sr{*nE|obl|^_Mgry zwAQN#Bp|~~gGnJVd7#jD7)mb= zznga8Q94cT3)&C*h7fntkU%@;LBlexR_rS|Y3(MyB-pWdW3o3@mxG&zB zF&ikV)4|_%y?Uh<$d(6SNg}IMN~3^tqJVQl0=|l{MJ&!JITbNmIlVHe%w*u3VGirO zSg%tavv8zpk7f>l2>|;%8f4&%6$to8XAPXf_~`k7h(8!`!UY+X7)=PB36cndL>QBq zUUi6=A&;)xK5_u4k9&$8w!}42g{^>9v7I>%_C|m)nYWT>j!A9`LyY^5Wce z*d4kxS4MR*Xh*dyCd>@6{(7XVsHl?RQJu?}9e@%--($sFkoY}4A+!E?emDNGirDC_ zhc=quoFC<(rKP2ZA$^muZxWCbW;}p6Fnx~uy|Rw!={~Z%zt`oh(Oa!DLV|AUo75V5 zVsU7CT-}HK>d&^@S^VOsW`>s}zgwMqcUD*5B)_EJff%qGMIoSCwebD(Cu}zNl$D?R zoCO|wy$o5hAUcW}I1x>#Lbklz9W6{f}M#`m; zoD+fR)!?h7?FX7twLLo?#*d(SxAjv_u%@$8JHHu(v`IIatkBZZQekMl@d!4m#9RnL z#uX>Vh`K<-8I*1fC|=db4sazET(b9O6m~#(R=@b`8;tUHG!xOKE83VIt4BC#JC~<9 zU7blLCUDkY9xKG*t0bu~8b}95Mt2Uf;oNK|ooqbS@tf?`ePU6W#Y^Y=LZg|D@FP+8 z)3o1GIreAAd-EGL;#n6YzHDmhX_p~v3_Xe7fnyZ+6P-AZkp+emgAFq2;fY)QAuT!6 zYBZse3DUGXy8D9Oi(k55=W_Sfl!3gZw!Gkj;T!t(U*_t?dFaSDuz!2v@p}Ug_kvTm zuheAQY^E*x&fKkF@eUwE(h@WCaua-gru_ZoWgpi}e1S6?ui_3b+jQh1{6uEk^o2BW zEcu#pU>1Ido_V}Q&jNSUAZ-850C;@Wc?_KTEWWu!a>s;8GL$1z2lTGvr2u4mE_1_G z@@!^lnoAu&LN;ls{M>~_S1FZ)zoPCy&<4ECR&WzBDS|$eMU|e$PvdgxTw3bxV|G3B zrP*LYQk@{_5%=LcA%qbEO)QOVO~Ux@ZQZFMSM=CE=K7*otdhN8RZg~9-yU0bRCrt3 zer+)3aHLO6W#-wqUC1552}(6ZLOMhE+Vm>3)7JtKa#<^%D6;X`rZnwMnNm&P)D;m+ z0h2uiUyfuTek2JD8JjmaG9(sSI&vd$H{XV(d$jU&R4OKqS}jfVWaJCm62j^WAPz)t zEzxf4fNkp`tL+ES6(7;06IW~I6!SR%QJ zZwnPJ&5cp_-M5jK^C((x^RzwIxIl(%(!B2O{7x(!8_(>;PFh{`?=?{5v<=L! zFUZWV|5o^3g|ZkZO!~WE6K{$2sM@I^rOw&$M-=lI4RT&N-d7t-HbC$puh=x@IXoE#Pax!WBa939L)AlvOj76Qw$$|qJk zQwW{3S5ft%9X?FpL!UdjHrpx72=Na-k~7%4GM2x*yqXW}-5()~t7svLT6#K(bhj=R z*)69(wbCLP={BlHM|5icP-W_y(VTkHD!?4ZIyXi0VY(5!)L&asoJc}qi_6j@xb zGPAhl7=A!0UOa>y4Q#*9rR#7ScRlmJ-ZRqK zuKgrX+_8e$^l#6CVP7nm%wnHsCE#$>5WdB#Hm}jRViH0m`L3eS`GPb!RdkMPje~?M z0Pei(`s_Akc0-><_=U>ZLD$m1unBn5^nBijiu|t^Q5@bdpVrM5(VLS`U&qqxX zU6gZT=t{tsj*`wAiYp0+O>tzhwQX!ZB3ZT^#!6muEwrqrS7I;GYzY zs)UG~H#Ly7-H~jU7Js0IBoUNy!*S1maf%V_S=p*3rd(?NCuP?U{X`rw3M~7SWS{#U zwVsdLjTlNged%-jadWe~Tu3)Q!kPxGf4TZ@(JEb8^7KYtm&VT_qwZysJzly#)ndyF zd3&bcsoKlx9o@zvAw>6QlZds1VI7}7@S+|N`a1j1w%zaV{u3sF7?3!s=w6wUW zmqOM0uoPu~+#?+HAzTSfx9frrx8qC;Y&Z9P;>$beSAhDnS5VcSsWQHRNMp#6F<&t} zs)l)}b*rjVXo1mXSf{xZl$>?!Cn;w14#>bD>3#>ad@2fltxBW&A@f5H^&xM6+uvCy zK=1KlWxAr#Jj}7O=vbyOA~=;%_b39rpBRdiJ5jA)=ErTsytRs+(Rw?k3<`N*5~~`C zCEzGOnGI08U2V_2#efklF|?X}^aKA|4(W5tfu^Ug#g)vbaa&V zb8&_Ct)DK>rL4j5bFThOS%;=9@(C0dEc)uW#$XYl;0$}%uj62w?EwLqS-YC2I?GPR zpQ?Nr5o{__4@5%qd*A5EG@wQ>8$hm84MIAD3x8kPiyVj|;e z8$=m;Ic8HcL1ut_2M?uy7&^yvb}#%*ax$O$y1H#BEwO2UCEezQyf$wwsL;wsuCN6% ztKr_X0iXCBr~Vo2O;ND(2dH*c1z#d zu@%e3U^^3(XxV6KD>Ev9IwVGaRX|D(Eg?flTy2Xy?w6|_Lh8B3HfQV1nS5J7IxWb$ z4ZDfuq5VXzdkZsG-*}gR>OBm8oVQtIb}$EmsAR=JIN>{BN&{SqbvqoNd1$PT6C?Lf z!E9sGr4l>o;F=J#$N{F9q==C=?3*lcGRlhU7*hDGCpOeQ4fU|&T3WD6^p8E}!!NU0 z8y7nghg^nmZ~DvNmA5Y%0&@}sH=PItAQuL1xAm;Lv2E+JHWrWF zsCI&qnvM6Zv|7T$T+v26V1R7Di3dDt(7sfth?e}E#3kaj>#Mklm!jG8i>CU_uA}&k zO#5(wYuSLEmBDE9J%c=q4objUY+iYKr09%`Z958*nnHa8I#9Rd*O1~!&eF<*y<+P{yUBE}+cl6o(<&{ar03%Ha8cw&ZAL-S-# z^jYDMVOrq~HiK_-BF{IOi!{8T=`ZLx*;98O!cUQUq4>3&$zwTEfe?xk-qsAAWz6PV zkxDsvRv0a5L`v0P>QT2e0e*0`kL=#~tNst-M&T~dTG8_C`27`Y>uFn*34fh!VtVZs=cg#xg+MV(O%gc#=YUH`W zC`hjyGHVb0tm$31D7llz?JD${Az7n`+X1Ue!O9S$>0Z+&whdOV5 zKDbz_bG04haDpW-E)8dg;D*6rgUAn!tqRSI20L>t!(zBV8ZSt@?DEUo8U#>NDynixQ#OUwH$}0)nDxJ<#)!ylI|?JzGiwo8VCWNViuKBYWds}{!;^N3 z+0p$j5%p7u9`3gDduwG}TI?P)g>rQuJ4C43_M$h$Pn)G*WC8Iz`qt5n+660YI{gby zXsk&xtO|yLM0$Hkg@WbFxOhhlu?8(=qHSM; zC%#DZ6bwVe>3}1^lWsoI+XwiyUxs0SkvsgOljdqlk>XTH8_J&%g#V>D|B_qJ0(BYw zzSk3x1oW<>C*R#MM6gn@0_GOgpK=sq@j6vmFGk1^`4@gSDWrbz^Xn)*nw>_eIzMnG zOk&T3Hy16{@^=%wsf27hz#HsPq3)1~o79Aa$fQo3o*`BEQZ=s)**z-8-y?FdV;hwd z848#2j!%>>j_5mbV#)y#@eS)WE=U_VAILQ-*F1t;p!Xh%scgCdS40?w=4ibu4^18p z$g7xiGAsZihJTBMZF@4T{3b^;XR{9m1|N&LRrrnYydop=z-y1;ua6Z)K8OAXafHP}$5BC680UpEQ+T)v&~$*zz_1z>5(X6>{yQyU8b)qK7U; zg&9uyKB%Q4T4O$hZ@S|C>eEO;*!7Yke{GRJeAdJR{qDHgdOXeQL1(nJdXVu zga%_&3%pdhT6tjC9Hi9x-1j*C$l?GD&MG?v%&8>6T~gxe#}?cAmcRwewZDsh?T;#L zLohpq#}II2%B?>#g#!{fXx?8r!rXzBPatGPBcsNLtIt^kMPQCkp^b|IoTe}ok> zXhC!oIp|YlB=2$1-;TGtMm69e9;8m2533eI*I@4e$lRa+21>@2@pnLl5z43EXM8GC z51gPhi)g#Q6>EtfCbu=A@HpY8XVO0>+)~40waS}zo*HI?z`g@w2YTI76FR?lZ{@?p zHc;w{b%7@cnQMy0x`YgO6f!98g12i1K5dQyl(sjaPqrk)9s485ayWHe;KGSdXfRL_ z^SbEL%o+i7Qw>DY0!#pAgmGg43OtxoX9O{ssy{5U|E584FUQp$>X+hC;dZdLRft6X;|b_LbfMb zuX6H!Dwi$96e~oSf-foXsAeUMlax`2{b)m_K3mZRTA*2~N5ZfdzypVT*=vvwd}0Kt z7eRZWtf&DaaYvwFvCMT!$a1ItgO9K(beudV)z_FHkx>HJ!6)KS%*P4c1eWe71}*CF zC*7(bz~vU;T|rvI0Dg%QnM)97R>LWQ1Uax?qWLTYQAFzkU;a*eByldO9z$r0mhHsE zhJd4O0H6|4J*?pgzZ06-2`L8HfeWRDv0V3<6{(jgE-B?6D%_as$v0ZWU)*UPj}8`knOak~Mo!ppOc9 zJ%1PVlw1Jeh3EHYUG*@szD2M_-$uQ}LRP-BQ(9Ieq}u6)R^kch$J^uTKoLx(f&laV z)FKGJwhEtH5#tY4OAe`FA2H<+V|xHbm_dZ{85z?CX_P8Hhnk53%I=n<7TM;zq8K)7 z07FcDZICaRhJGuwF)>6_C(=ZT5IL+w5@sca^%faXj^X}2jW(B}=od62jPNP}eWNZV z5YkZY#YX%!Osq5(I4^_^DJ=HS9A3i7L}m*duD}5yLmx&} z%nWeTS0iEa${6gVkWhKlNMC%3m10@hOLt`W)PP>_q2Lrw;-E>v9CQM!*N`n_6e8YQ z`wVD-i4-p2rU}hOzeOJih5xInuZoIei?(gNvF^ql8h2<2?k)))T!IG(?(XgyBtU|M zKnU(3jk~)$jRi>~!4lv+&bja1G2R+A>Zg9{V^!_F=bF+B;QKN!Zi3rpzkpo|G+^UE z!!>?Hk+Hbm5Kk}Z@80niAQ)E<$AC)4p>d^&|3T%gPV-?*r$-z3go*&cl?ZBdvxn?U z8KsA7kLWz=732%k%>nT%J2K{HDPf{oVY$)q%0jq*a=AFHel;H3vWB-AUhdXVqtN}{ zrtQYylGqg|@Ow##W`|x=S|5?h9gZEQL`4Ow{Jf}rjl#gNrU9X_bET`GRXI8aNNB$W z+2Gv~q+Nwwm;y*u<%lr_V8z|+$4Q%3)0z5@-cMEBi9w5HSS7}hg z^r|wv;KCi}m!fAsC{xla4$=xWM6+9G85YTS2kN&;4^^pl8t|7(fU-qFO9(Z}6#jTR zqaE|$)y4F_p1M@_i>tqE+rGz&6MC}bP-u?svYv4Knn`2FA*m z`GuM12`+T&+C?ZpR51>Rs8JGec-KWQNufc!ZJ1|_nGXs{fZ4JKnXISL5R2~s(-vUh z&=pgzy}ixpPxw3yY+Cs)Q5DuxfG>~zp^f#xVOFLjLZ6|MfCJAofw-648>BajMq{3o z+BRNkNUy9h-mcLf?&-2m{z^+m}RlD3Gsk)u)BRQb-5^b+Ydy9nK>; z-o_u%WYfmzf1!`=+mPl{-|kinhVt}9zub1AwjaY#`i06OgO0M$UVt2TyU`@cd^)h> z6pTSXmv+xI*xu4+D8%pWDQl*H>H2+n543uD!01rn>3>Z6_P~Y@Kw#AtDZ@3%$9F|m zr>1OGBGrojraY#2_?SAR$TIiUCZJ(Y);th|6(xki{Hjtbq@0QTTP~A13qKgLVIj=c zt)9NqXK}e*q{YUBsahF3F8wN6TPMIY=z5=9hd<-lRhmTPOH~6gOQ_M={=H1`Su1YxIDZdR#bPl!T~(W ztV|2@43wY`1q+2~&{9}{dZ&=4CF`o4<9ujBdU7`le5A#Y4ZII4N{ZN z%DTTlL@15Ymi+GcY)EQk)wessge?1P)*|%V?oJN(E~ihzsxQ5V(k2h&nOld6VSC@rY6Szlm(O_OQxoDw7?st9sE=T_ymp8#@Y^YjQW+_yZV0i4W zsfl#-nWRkz7Yob@oyHlS-laIhUdL-UgrC&bYSS=E_h zvvL+2F~7sf;vP;gd{y>uboKaRK}07mj+H`*ne`QCR)fXTPXVI_?F_pKD6<+*&%e#eGC1!Z=XB%KLz9e zoXi0P5PCl7bKAmX-2ZFaf9EEU{l?ww&~Jz2jBQTR%V5+!X0op9qLV0!Kg#JA2|at- zhN?`Fz{h1nLl6Id0F=EU*&Bm+*=x?uG0O^3k#)(L+hZPU&at5@9xE-sE(&-qs;gYl z9DSj^VlkMFk+EATU57~-d&i0{@K*N`YQkB}{trPpAps`N4I8;iyHlIXq|~8+Pnm~;GTi(U) z24V-FjS)LbJTTB^;}dUH#w#wvdaHp%QZAzxq!>|x!1~P*mQY65U7ILzun|qS98rM{ zkx(F;{_yd}FQ*JYeq64GF|LM5g$ysXn^UJ$t*;nqHj3G@7`wngq2Es`cTP_KKL4L< zlISg80OP^rc4LK%p&KEM-SBZ=`y3XP@naqCZ_&ZIEU-l9t* zHFU3OtxmKlIF!%sS^H@?HlT)TEpI(DEfF}WF%LkVyGK`<0z7Z_)TAP|CiSzbPaG2V zatW$8;dECdaX>-0-A<9g*Bjb;(tiu{w9qWTM2CK{Hk3IbDIRHAs?hsjn?P+p_6teR z2=|}O(7*jMa-PzJ-w`T`M80e9EtJz9lEms*xiu#NF+eiSnir~NKUY0!BXL$30aiij zo8Vd$$WHThR1wNBXM&`#Sul~|1T&>e5Rt!Yaruj%ex& zEjd{Cy6%3E`6ZwFgOuA*yg+CVUX;nT`S+;d3Ak{z1x6Xc%`K8w7hC7&Cftf}wM1;c z6J%ac1QK0h?-B1QEzv2}{g&>3dB9K4aRMDv&TX{59 z-8M0x)2IhRcX5K08G3@c@qYviyWxuyNN1wEGM$Fcogyo&zv-J}Q`}mw9|9-Zb$R(7 z|L~!BB})blM9us07!5`(UcPb!+0Oj!Q(^c1pd+>ei+b^lJUviv1ndB^J`0bb@=%O^ z-vK)KYH?}EGrm73q*Y^)(FW4FXyI_9c9}XRS^g%McHv2$v7fpPC8vs3npVGPDey!x z7dO}Mc{z0-vD3HwseP8V9hINAU)rG3oUR=I1L%UsB~F7nu6h!VUT(ZPK0%$yzz{oH zMAOyvl6JSC22!$-+31=n{pev5zo4f%USh$*C$_+1-yjDI`{Y4u6~rxwLyczx3C(BPphP zt#tU>mQ}V`9B}Q#p7;S_Kpn@f?|+9Sk#8Ff-WsF!$3!ANO#)?NK0K^~QbkFW#@Pa>_yz}4 zKAN0LC)kYY0Rs;6I`)PyR!UEBim?@^y~&nDH2|Wh<|!9y+Fpi7c}fRsWG9Rv`&)FJ zh#Zo(8FUj--;~A7xH@toN1ACfVfCsA)P~Vvm-P z8<(ymwb-+ZxVpq@!au#=?AF8+$lmYht%wW#u90*UIzW+?g`Rj&IB0{rg*D+k+~N&A zind5X0c83VQO+7ff@-M%uyv8FnH`GMs2%dhNW40i53*cVUbm7PQyTK;tJiuS1qo9PNoQ--v)sa}- z1d&?3jgFcuMag^Y+TR^VZw)BubjM^ls_90kt-Z&`VZ^6=1=9-C0zSZlb`5k}wn~Qz z5q12}?{NvYc?os2ubrww!O@fX2XK)X7b`eOoHT_o%NkOJD59T5nVZxfk%{ShOW zf(m7LDu68UHhkyE<$;KQI)_%n-_Q7TbzXNlA1K@@uzT@hkOr&UJsHJ+2&D1px;HXa zO-HJDRm(TNUuk~)tHDlzg_H13A8@4v^Z0sb)2u4^Tft_0DV5dz7rYXQaZS{R?RFjp z&u?(!TABIWt-KPxFPj95&&n|VIQpD2p{MgEO_>GiG=yL~KL44%dQx~zAcBY4%S?M) z}+#tDqsY>_f@ASL#z@Y@1CUB<7pMf+SGnAFs8j)U}GA)8>x=o$W zKgmK&V4LzQIj4LWayY_);VIa`XlD_LiUnQBMOr0+cRLPo-j|e6ILcvovRj+;x z$gEjGP~GtQ`Prf9Y#PhqpIv$>5Jz<C0l)L0>fJ&tRjl~I@*rlH? zZOuEUwxWCk_-kguz~i6b0FLEtIbaZ%r=sedd~((dTXJc_Jk#dceGe_b&rJ*Shu6b) z^>fU?r8GI9<0@)78|fhz%Qn>NCsUUtPh>(I==P0c_1oTe3;fw*T3^w-t8i+n($*Hq zTe$bqw5mB}e`8!UjE5X((D6ov!5u(C09>zJQI(e zB7rST%Q~!2FtXA+gx^rlvN(VUZv}ue*>pP14&VL#{B2 zE2<2|?jm9Hf*CDnblftxs!e+yDOC<*-w|Z>*sOcTq%B}^GRw2zXC4D*Nq%5>rl~05`=!sFVLSBi=IguJG z{kUA3dKeO#y}>vEqL|eVoM1yf*R=4Os07@WD;F79e{a`lkzgEdu1sLNHyT2+0kGX@ zF)n}jtbX4_T_oE?Cyv|bL|*5ks0X+{-VKJPJI2MeYE7K+U*_jBvoQ%&Ea^7+7bEN# zsx}Y=5rVOBs0{GU7xJ}I%owLqrSCOq*0k>3Ih;aJy(19VP;3t$y!U9Ei?Qg5r29aG z`VTb83r z0Tpe}AP|@^2Ru6Y6l5{5Kg3MAF_wm!))%XQj%gs1yGFq%JHvYDTPz2I? zk-sS$+~+KW>wj!j9#6{?#Y&j^uuU6>zuwD4K$gxPcAHF;)R!0n3fJ;py>GkF=CE3= za7;_Te%it{ZW-c^Ekyk@wmMo|TL1aY{or4kZ?to5>W*wYML7K8Xc~v)J)aE#@+QxK zyvUKl!Yd*7tNUL6xB;`ulS3Tu4Q2!_Nm08%;2|cYJ<;vm!7YR z>k??Axmoi;Gw|27$mW@=_`CY|#BV>5b-oB>7rfGOJsi3KwG+P@K;vNWvGeL-o2$qBPHk$;A`K(AIsofmxKUKW=vCb`k_QP@e5SZzcF z0L%TNRo-tkoH?7jz*L%Ot*@hw=A(32f$KEY`jF)X{AON*Bp|7`o7rl{GI>HF%mGH+?wjZm65%l9KTxT}H?Zid-I)^{J;tgm$d@D=+i(p5EaK5-MdMY>Q+VXZ~a@WOZ_LxB!wkrtU zhb~8VdiFF~Pvi}}XmR+k5Houb!O|ciW=wK<9Axu_sY8is^)v0o71{|ar1+hgaV#COw;%UIW%~BpHad%GVkxCkpxik~ox%XlDAJpwvH9#>TKjUC6B@ zB64EaM@Rln+gDjo$FYoV#&HcqaDb1g-9q>7W1T6&UQX-v)6TG@?E>+5cO zlZ+)u1V__LF1m1txNM_pEcvbeAeD8@Ci?8$XAz?aG8Ig~#+>NkH=q6FeQEYoF9Md^ zuh&sDWvZnA0B%Wv4EhP}$^j>2&f!If+xV8#(bbEp=qOp-vJd7{{$D6p^eM(ElaW}v zCpC;QX{h_S1MVuvsLz&u=@&^R{%1kWJ<|T3k#W-!o{gzVh(#@R3Hbd8pMpaYBFFQS zQBcI+Xkl_5O}9|F^y|L^^tSeXu@nwOZ&N6-RjR$SQ+YE_ zIEFFldHT%E9kP6Ff@wC5=Tr27ki_I{@4m}Vo)&;!Vs zY56A+mShsy3i&&ws0t%rJ?$xXHHD=!QGOGVWNCO zx+#g#e$d{Rey{KR1Z^C|Zw?~gqkK>N^F<8J0Fogil=E(Tx=JoG@b!D#DcZ{}CNr>X zmE4$IBHL76g1RhOXKR*-+{%T>8Iq+86Cbs+D=CNQr5hdZbzFn)v|$C)PYX#4GB-~_ ze^-de0^LqR31*7K z`K<`+kUYCTsR2I3<`hh+PPe~;3s~yiy}b@Tt$H=$@t4#FgA9tTKCy&eqxswE71z5SN$1eR6AyBH)pV)=34yTFvhtu&^irCPsrb&=^p^zj$l$*q)qo@()!lr6VM{o^`6RovhjB(YO?i`xr3-kx>l0Nc8pGplDOue#n`XC=%C zU#ujkpmH`F2r`jquU|h{IH(iY;TK%sVOdp5h;i0dHBdmnk-s z*BE~YMN!+FW4E8q*iLomss6&i2J{TMAYm2(@fhKN9L5eg5KdqU8zG$_%l8qRJnMVH z-16phn5qUm;sb)4g)9X#E`7@5f7Jp^^LjqB4hLVQFh(6*+9<-H!MuKRG3t&2DBmKJ zt!1P^qUFMa^*D4vpw*)f4-fsuFI*H9c&P{O=S!nI!z;~xIGa_j1v&D#L!aa$s9UWS zLh5+>{GpFl8?!yH4?lWz`*}~(^}t$y+fb$s%Q+c7iH`ge0(OLrq+_kf1p$8jbf^2b zBDv?&`=G-+uKP=?1rnUsN>^G^s=Chq+pHA{CU$nHjvMA0-BaZR@ae|vFWtAm=?I9Gi3 zKE+?hD$uBDT9$Z~U3)|l2lc^^71DB5afv+wMpd|`0T27ruZxTSTts1Z^#8R?bY7t@ z9lOJ0j(~ua-_+&4*AwhG_hWs|Q+t>D6H!WO|Bf(xX_5vM(`3|DV3}%Z>gY78_}UL9 zCd~o^YFpON+&y_(qk$%PTM2*7+IJHHUVan~qs+&`$_oQ!mhL3@;Ha=6*9YIfYBp+N zXx+1|^^=MFq-nSqCER>cMTq=4xBcXnRpDv06gE22|MfbbvoFm(6Ym`C>i6uu-MeS9 zO*i9RtDgp|Z=V->M>Q4~esrb|sB#e>K7miR-KxHuJ~X*W&3 pX$2zj(#j1nr{9?B%6SoghbzjsJm3Ms*(;vvmCG=|k5m7w{2#^TAz1(b literal 0 HcmV?d00001 diff --git a/doc/tutorials/objdetect/table_of_content_objdetect.markdown b/doc/tutorials/objdetect/table_of_content_objdetect.markdown index 0b019d88a5..6d646a8481 100644 --- a/doc/tutorials/objdetect/table_of_content_objdetect.markdown +++ b/doc/tutorials/objdetect/table_of_content_objdetect.markdown @@ -16,3 +16,13 @@ Ever wondered how your digital camera detects peoples and faces? Look here to fi - @subpage tutorial_traincascade This tutorial describes _opencv_traincascade_ application and its parameters. + +- @subpage tutorial_generalized_hough_ballard_guil + + Detect an object in a picture with the help of GeneralizedHoughBallard and GeneralizedHoughGuil. + + *Languages:* C++ + + *Compatibility:* \> OpenCV 3.4 + + *Author:* Markus Heck \ No newline at end of file diff --git a/doc/tutorials/objdetect/traincascade.markdown b/doc/tutorials/objdetect/traincascade.markdown index d78de2ec9a..7ff39b5a90 100644 --- a/doc/tutorials/objdetect/traincascade.markdown +++ b/doc/tutorials/objdetect/traincascade.markdown @@ -2,6 +2,8 @@ Cascade Classifier Training {#tutorial_traincascade} =========================== @prev_tutorial{tutorial_cascade_classifier} +@next_tutorial{tutorial_generalized_hough_ballard_guil} + Introduction ------------ diff --git a/samples/cpp/tutorial_code/objectDetection/generalizedHoughTransform.cpp b/samples/cpp/tutorial_code/objectDetection/generalizedHoughTransform.cpp new file mode 100644 index 0000000000..3e0e095a9e --- /dev/null +++ b/samples/cpp/tutorial_code/objectDetection/generalizedHoughTransform.cpp @@ -0,0 +1,100 @@ +/** + @file generalizedHoughTransform.cpp + @author Markus Heck + @brief Detects an object, given by a template, in an image using GeneralizedHoughBallard and GeneralizedHoughGuil. +*/ + +#include "opencv2/highgui.hpp" +#include "opencv2/imgproc.hpp" + +using namespace cv; +using namespace std; + +int main() { +// load source images + Mat image = imread("images/generalized_hough_mini_image.jpg"); + Mat imgTemplate = imread("images/generalized_hough_mini_template.jpg"); + +// create grayscale image and template + Mat templ = Mat(imgTemplate.rows, imgTemplate.cols, CV_8UC1); + Mat grayImage; + cvtColor(imgTemplate, templ, COLOR_RGB2GRAY); + cvtColor(image, grayImage, COLOR_RGB2GRAY); + +// create variable for location, scale and rotation of detected templates + vector positionBallard, positionGuil; + +// template width and height + int w = templ.cols; + int h = templ.rows; + +// create ballard and set options + Ptr ballard = createGeneralizedHoughBallard(); + ballard->setMinDist(10); + ballard->setLevels(360); + ballard->setDp(2); + ballard->setMaxBufferSize(1000); + ballard->setVotesThreshold(40); + + ballard->setCannyLowThresh(30); + ballard->setCannyHighThresh(110); + ballard->setTemplate(templ); + + +// create guil and set options + Ptr guil = createGeneralizedHoughGuil(); + guil->setMinDist(10); + guil->setLevels(360); + guil->setDp(3); + guil->setMaxBufferSize(1000); + + guil->setMinAngle(0); + guil->setMaxAngle(360); + guil->setAngleStep(1); + guil->setAngleThresh(1500); + + guil->setMinScale(0.5); + guil->setMaxScale(2.0); + guil->setScaleStep(0.05); + guil->setScaleThresh(50); + + guil->setPosThresh(10); + + guil->setCannyLowThresh(30); + guil->setCannyHighThresh(110); + + guil->setTemplate(templ); + + +// execute ballard detection + ballard->detect(grayImage, positionBallard); +// execute guil detection + guil->detect(grayImage, positionGuil); + + +// draw ballard + for (vector::iterator iter = positionBallard.begin(); iter != positionBallard.end(); ++iter) { + RotatedRect rRect = RotatedRect(Point2f((*iter)[0], (*iter)[1]), + Size2f(w * (*iter)[2], h * (*iter)[2]), + (*iter)[3]); + Point2f vertices[4]; + rRect.points(vertices); + for (int i = 0; i < 4; i++) + line(image, vertices[i], vertices[(i + 1) % 4], Scalar(255, 0, 0), 6); + } + +// draw guil + for (vector::iterator iter = positionGuil.begin(); iter != positionGuil.end(); ++iter) { + RotatedRect rRect = RotatedRect(Point2f((*iter)[0], (*iter)[1]), + Size2f(w * (*iter)[2], h * (*iter)[2]), + (*iter)[3]); + Point2f vertices[4]; + rRect.points(vertices); + for (int i = 0; i < 4; i++) + line(image, vertices[i], vertices[(i + 1) % 4], Scalar(0, 255, 0), 2); + } + + imshow("result_img", image); + waitKey(); + return EXIT_SUCCESS; +} \ No newline at end of file