From cb35784fc4430ae859a6c6f8f20a743760301320 Mon Sep 17 00:00:00 2001 From: Martin Thoma Date: Fri, 26 Dec 2014 14:58:57 +0100 Subject: [PATCH] documents/write-math-ba-paper: Added Kevin as Co-Autor, changed NPen++ paper to ICDAR publication --- .../write-math-ba-paper.bib | 55 ++++++++++++------ .../write-math-ba-paper.pdf | Bin 211400 -> 211605 bytes .../write-math-ba-paper.tex | 4 +- 3 files changed, 39 insertions(+), 20 deletions(-) diff --git a/documents/write-math-ba-paper/write-math-ba-paper.bib b/documents/write-math-ba-paper/write-math-ba-paper.bib index 3782ef1..20055c1 100644 --- a/documents/write-math-ba-paper/write-math-ba-paper.bib +++ b/documents/write-math-ba-paper/write-math-ba-paper.bib @@ -1,4 +1,4 @@ -% This file was created with JabRef 2.10b2. +% This file was created with JabRef 2.10. % Encoding: UTF-8 @@ -1080,6 +1080,24 @@ Url = {http://isl.anthropomatik.kit.edu/cmu-kit/downloads/CP_1996_01_A_Fast_Search_Technique_for_Large_Vocabulary_On-Line_Handwriting_Recognition.pdf} } +@InProceedings{Manke1995, + Title = {{NPen}++: A writer independent, large vocabulary on-line cursive handwriting recognition system}, + Author = {Stefan Manke AND Michael Finke AND Alex Waibel}, + Booktitle = {Proceedings of the Third International Conference on Document Analysis and Recognition}, + Year = {1995}, + Month = {Aug}, + Pages = {403-408 vol.1}, + Volume = {1}, + + __markedentry = {[moose:6]}, + Abstract = {In this paper we describe the NPen++ system for writer independent on-line handwriting recognition. This recognizer needs no training for a particular writer and can recognize any common writing style (cursive, hand-printed, or a mixture of both). The neural network architecture, which was originally proposed for continuous speech recognition tasks, and the preprocessing techniques of NPen++ are designed to make heavy use of the dynamic writing information, i.e. the temporal sequence of data points recorded on an LCD tablet or digitizer. We present results for the writer independent recognition of isolated words. Tested on different dictionary sizes from 1,000 up to 100,000 words, recognition rates range from 98.0% for the 1,000 word dictionary to 91.4% on a 20,000 word dictionary and 82.9% for the 100,000 word dictionary. No language models are used to achieve these results}, + Doi = {10.1109/ICDAR.1995.599023}, + Keywords = {handwriting recognition;image recognition;neural net architecture;LCD tablet;NPen++;common writing style;data points;digitizer;large vocabulary online cursive handwriting recognition system;neural network architecture;preprocessing techniques;temporal sequence;Character recognition;Computer science;Dictionaries;Handwriting recognition;Neural networks;Optical character recognition software;Shape;Speech recognition;Vocabulary;Writing}, + Owner = {moose}, + Timestamp = {2014.12.26}, + Url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=599023&tag=1} +} + @InProceedings{Manke94, Title = {Combining Bitmaps with Dynamic Writing Information for On-Line Handwriting Recognition}, Author = {Stefan Manke and Michael Finke and Alex Waibel}, @@ -1512,6 +1530,24 @@ Url = {http://dx.doi.org/10.1109/34.57669} } +@Misc{Thoma:2014, + Title = {On-line Recognition of Handwritten Mathematical Symbols}, + + Author = {Martin Thoma}, + Month = nov, + Year = {2014}, + + Address = {Karlsruhe, Germany}, + Keywords = {handwriting recognition; on-line; machine learning; + artificial neural networks; mathematics; classification; + supervised learning; MLP; multilayer perceptrons; hwrt; + write-math}, + School = {Karlsruhe Institute of Technology}, + Timestamp = {2014.06.07}, + Type = {{B.S. Thesis}}, + Url = {http://martin-thoma.com/write-math} +} + @InProceedings{Thombre, Title = {Neural Network Approach to Recognize Online Handwriting Script}, Author = {Deepali Thombre and Toran Verma}, @@ -1692,20 +1728,3 @@ Url = {http://www1.icsi.berkeley.edu/Speech/faq/nn-train.html} } -@Misc{Thoma:2014, - Title = {On-line Recognition of Handwritten Mathematical Symbols}, - - Author = {Martin Thoma}, - Month = nov, - Year = {2014}, - School = "Karlsruhe Institute of Technology", - Address = "Karlsruhe, Germany", - Type = "{B.S. Thesis}", - - Keywords = {handwriting recognition; on-line; machine learning; - artificial neural networks; mathematics; classification; - supervised learning; MLP; multilayer perceptrons; hwrt; - write-math}, - Timestamp = {2014.06.07}, - Url = {http://martin-thoma.com/write-math} -} \ No newline at end of file diff --git a/documents/write-math-ba-paper/write-math-ba-paper.pdf b/documents/write-math-ba-paper/write-math-ba-paper.pdf index 8ea1f387139f6b7bcf6713d57936953eed3e3cb4..d977312e93fd8dec6478ba146591a0a6fae498f0 100644 GIT binary patch delta 59409 zcmV((K;XZ~^9+^s43H%OG?T%{DSxdz*>>YLmhbrrzw{aUjKvV(Uj5{xl2mn;s#E1j z&zVXdD2cMzkw`U3#c{rV?gkK~V5chS7wh6;2QKbTM_2b((bYGfeR22M=U*4eRTh?c zTwLAluF|v&)12PR%xmFR} z4sEH7oGmF;hAPtbY*n08htt0D?H-5-h(}uD#e0U!LLHUvXs5nA!KysN#bJ`$;X+>N zs}2|XP$NnIN^9<~OMe~QaIIV`pOB8Cuz-7@6Oscy)!pd;hm*o1c-VIgz-F`=4KZ2J z&c>%ke1r&j=>r~4mggTsA5V}+@sZ?_(+1rQWWly;|7&F2FD)Msmw@aU_^Q1>G{as< zN5eXzbVfRDbwrxUH8BqSrM^iX8&bJpbTjhrrfRu*E&aC5?tiB!(wp-^S`ewhFJh4i zU}G6n2YqwDHzV=*AuTSNUDvC+-C&0}k)ClJROhjyx6JtdS`~rI{18cdfZzR+`QZR_ zZh*~(iPM<{$g$u9iqkmQ)q8xK`EJiOIyhA)BoRcOcr8QSj?%5-pW$&B>m$Pt z`)0Fe5J*Y}p?}TM5X7MY07mz(dNX$Yqi0okvRR^n4REia**$XUVzXHinXQFb(!tlw zwNjSSv6HNsf4WT#<003?Dp>PrxM7$$3If||tUMP5jC5>H2RKr>gaUXLFn3tW{&>S> zqywDUOrI1g*wxi|mSdA%L@M6qn&GN%Dmq~rKwdmm(|;-s)uX)I%Y%D+t*Hj)+tjC# zH;pGArFh~^OPj~i1GlQVG_ix~aIQw=1c*MZVaOquCb83`2$Rgxzzfe9 zIs~?08l+55fAdh2O2a(St`Me`RlHQQq4=o{T~3^X);i6cc-EeTI!^v*?RH7gGi%pj z9>tEtrzJD1Em)gDOeOLiwwe}m`OcSpsE`OI))8mW`FNU0o-2^turl^<92BfFn;voT zXMb-^f84F5rEO@L8ZMk=11!=dM!>sw2enq+n(v_iQ^VekF8}f#@;|)?zB5qN(=7Ks zvY2fXcVEb;y5p(hYuz%2Sb$M(5Lj13Jy}95Y(tOP0?!b1Xs{{bFi*w)dJXzfgrt_j z&uiN$hX)%AFApQo)?`;dfE3iQ;#H=CcYnazbnu2SFA4KM1b^wYc}+04`N3yNsVD&= zP5^*s7OACWmwbvtvU|v%Z4E4XysLRdJc`%+q8-EuI zGgZ#HpkPz6Wd%P)X(X*;r&UZxCvATFJCddf9+Bh%DU6=6HK^*5JG7EUsnaL}v(vWG z+#qx3hKCi|x!=hM+A#?-uwF7)Vi5_c#h&{IJptCXa$4Q+2|euV-o6>2*D{&kNL`Tt zE9AHl1W^ZioK-)es$w))%^j1>jeqZ`(ZEZyKX=rg;b2R7d3n0CZRcSGOdxV}Y*;PR zEv)y{4Tjtcp%uVNbs=O87;6eAXh3ChKq3h$mg;DxB*^fATCJovta7%)1Rh{%uYB~Z z8cf%`n5|lyWg!6SOUU4xR&c12PmUKrusY6g(=J8;BV*Gy>w3%EO4G2&)l~f2cU=#b z3+hxktpFATTLgt~%Q!L1feky$PD5b3lYSZJq+jCi*6OdbjmAlsm8BzxaT?kb&2a*g zoyZSMV<)Sywg_T-M}x&$)X7@5@~>898J3fR2TOnK*CHab1_D+iGg65d3WRb`2Fpej zRixX?aL$ZdA3vsXbsX%^M`qnR7F7=b83v%X8yPVAb1eEZ+Lv&y6_a3WNHCsnHDy_$ zW7ho<7-|`jUM2PH2CvANQ2@L^qSm-H)Oty#Ik4rzvZ1jaM(&7HUXrK=v6&?!UqO>Ap&YS60#bR~Oanu7Wrx+$B9KY@lE zC3B);H%o3jB87EA5SH1$+aL!`sE0!xx%K9N_csh&BFnClzI5v}2$+6NyO?I|PM#yt z2`F#Roydw?%&yqJQ}pE$L8Os!WkkWgx!-@&C1SySuB3t(ipl62X}BM+l~QQkcW2y5 zVpKUQB*^+0yYSyoJ7yjT&(tOC#|AJ~b)r^zo;WKwsm{q67zwLDOa^Zpc?Q-^44R5V z#|?Jum0;wDZ{L;0&o@%|{zn|>oB#9Z2ddOzrnIXe{I^%=MCcoITB+C!zs9AWM_zx$ zu^UFAw-S_-`BmZVqzTEIBSOV;pHSDaM*c-agT2-PD_Wzs7R$unp}wzI{kdfvc_LiTf!mM` z2kE_S$R63jt7=Cd0SKuPBQfqh4b*?bzraCTpuh3llEVQJl{DZt4~WgaYc>Lt+asAA zi-a^oZTj=3LDJQRsuBBy=5354&zl9kEzk7xY^==Gl8t2riwXh`2L|j*!vaeSo#l&T zla?Z=5w6)g1mM?r6=rmo= zan3-nUnLdD_~Hx_=F} zzK~$Yxqy;@=*y~YY7{e35`5eA1CE0`p@gn7djzl#BqR!pt_oJ`;blf?8n_G(vM6 zdIVF_c#6w4oL8MnXHw;%xj1Emd@sqppCEBUj@b3`915 zBjaHyB92GE?|vLl!;62r?adFc#^Pup6ga!cZn19gr*G5|7a$&VwmylL$w~ljvRaU zC_^}FfLKsc&aH=3R-9tsm$(tMFqomEM*z^=;;?*>yY+s{ZaRN}7|dZZt77(>Kyl)= zh_lUW_s5LQ?gqXQUO!pO|fnDW|+5#8N0ZK+YoZI zTmC^s=umT@BobzI68{QR^J`eHisS-v!^ZeefHDvK!X=?&=yszpp8AGSLd9;{$AykY zgUavHi^%iQ?+1UN29^BG^aGDGPjkvQDdNoa+|K;B?|uH;(#;~cBTwvCI zE)jHopQ;`RW)wXJs$cK;SGY|qoETB;;Rc{?yYs#H(Pe(X3fDyf0Zndg+!23E=U;au z)hp4dwV1&&yRR9=nQoe${fS1;QaiwdLk~KqRc4Y_iD@;Ql7cWxi3cuVax6XQMlx=_ z5mvDOgI$lhV`8`<0&w#84V@2`geM~Sx?QxiTgjDpnAK$UVF9hamDffv3A0I5xK7j? z#>o1jLXHCfIu7_XyGFoHESFd0<`@CMuK%j(X6JXHcadMdssV^FU6`EUK@! z=gmAv*W4-sv=GYd-7&^8QtIn^yg9db%}fWY$^Y&3c$$b?9srlxP&$7M1;Vo6iyC%X zbKTS~n@@$6v}FX=HMiJyEgA!edcvb=&k((ydv>Gpo)JOgKzShcNmo~I#VdPj+U|`j zRgy2Y!(7i3HoRB;(%j~GJCeE?V+)%e`A z3!RLiX4ssEq24}A)pCCu$){2E*OW|eb0QVoTY)yH+9~!!YSM>GWo@T>MP1x6%|$Z4CrmU zk(BFbA;3d!_@3;3taW{Wi_5in?H~v9g_A8tmlr5Ufy`GGQ;5lL*o ztz4?2P=|Ell`>Xgxe-$`r`IVo zm%N&i7F8gRxX^#rVJV&{;TeT;j;~e$4IyIFYnnCVLgks*7m+Lh%6IKe`_0Uh~wW6Wq}=oi5atQLQ7Jk!Dy5ILPUmKy2B?xx4V zG_K4L-TB~EE->rUHTdQsYBbuBl@SfQA%MfA`=+k3V12z|p;Gcs6p8pJZiQX3Ha3X5 zWpd~deh^&M%Qp}lH)gS)D-)>BDUgCcmu4Vhr?t^ss2X@S?u0!^T^+_{oZe)E(?NiG z`m_(m?(u&UeK2T2;IX$)WEtgQQCR=hr1hg?IhDX@$q7H@WeQK3`jS-;Eld(1;mtgN zL6R??u2B{+cS1aso`MM{_SKBEFJY6OI7AWVnUlvnfA(1xs!Y$X>l1CeFD0zwpFT;$ zXiCP$!Pm*)?A)|(rJH~swo~v&&qxR;Jx2`@{5K%A6<@o zo>heLGA2Ci=_SKONgfLVq!X5yYS8W^HeKfC!-i7CF#-#BIcupUrx4B>Uc4-iJen~F z`jSH82>>?odBe6dNpVcBfD&s+`i$MFJ9PI=jpxlDRv3+8<>gm~=luIzpQ+Q#nLd|7 zM$&)0pGle@pJ7s*AXP*j)`HlHwP1;@4r*OVgSB)YoKOIk6d|Z=eZBs&_QF}t=072(uiei~kT8ImZ8g?>> z>%)C~HiIqXM4~&%$pWx4z@*1fs*x2>SlWMg#{N$@D}{P)|8>TsD1>pxf+c6~yif9k zo79XTlB^MH!)R@y!LWL~3~Mj67blcYs~(7ItYId zQKTa`&d#?Bt-g?>DWb_*ETV<|Ur1C7W4WACP(&Qt!Fd9|B zvq0Q@0tW21<9G>Y@Zm4Jtk9){oK3t|xf74cB&)+DQj!@=%!dY~z`KmFJ#Xv)+cUde zYd^0SJK8)o%jRvA!is~Y@9Tpj-rCVTSv!WCvO@oHz(dMu6wiY(Q09X}mj-{98qCrr z$SR0f;BPu!U?B;95D&O4od#{avF)~N2J0t>gK_q{(5V;ezJ>Ek9rjEm8_D3Jam1sQ zC{&cDPAG``2wFTq)^C{7RQ>Ck93~C7KMNHPtJ0tPcBT=d-y|;DOUO zbT+h26A)FZm`52H$3zBzl|g^frZe?qw&U_fQKw23CQGXeZ0D9cYuN9)`wfAFzO1Ee zNje|0qEpIHLd3bH3`{@_z?b?uWHkBSOvDQj)o`L@WJLBz35+J@GmSQ_-}eBJUzQnM z8Rf15d=Xm3YV|_hFeC|F1l0^|F|7atd`wwoX54cC(LNcJ;L>K~0hoU-u!5N|0JLu( zS2L%8U*(7j5M%xc1BIjT(RVvm1;9pDoMROU1I(T!B4N~Cy1BXrwz27y+^X?+)BGZKvcU^VOC9LTclkyFak7HMd1(->Gn+-C%F6B$s4YR2D>-U*{#C@j!fxQ%ew3mPUKR^<;iD4t`AuGcI z|8>hu;(@u#X|rWCi8f=yUSvH`p57$tu*eP$j0X)EMQ3J$6}OV^_x#75zynWR!zo(C zVVO}{2Fah@A$dJCOAYbEW4qadk=LCE!?%}ug7H?7{fHj*WojGd zvcjWSk!E(56bvP5Si^$0;&zwix~_RiKLTi9^;?st#u!<}Mef5_cc1+~(yLDwlb{$X z0Wz0?#sMgQ#XQTF+cuVae}&F$T6I!llOVuHa62fszW-d9&DUjOSVF}BI6Yua(ZS;LGsNfO0zF7rC| zb+x!se6GSYodwR1Zam}Gk&G3aKG3&Z-nZprMr zR{Fb@kq%8;SN&{q8BY!-UH7N%P>oFo)6r?N?(Xn^8`CC0i@&}wiMRK;iHg)fH`M&s z*u+vP^(v)sI@;EG`^D8J$&>XM=q*uErgN{ige%RCJCC$>y;bcl)K3-_arptWN^Kq7 znQZ<3si|oZ@0pt0i~&x!ZnyQo`-n58jl8eN5l~2=4Er^X)mu7WS`HjaT1Hu#%ulC1 zA8%_nLW!7;1-~8&#eiGYw%&1CFp$%>)iCzm?}!|A#M3X8H+@6~SOR8nxW9F6TW{gc zs3OOfSK6$T*%~7>W5oHFGT^>Co$7YrHbZx;@m}za+Q?9|do}JWXlbxzke)$c3` zV92f>VMT+jw`h^9lQ0__e~!!bw(iHOY4MD73`D2dwST!vfOv56uH)~}MO=ZeF}18( z2HnMDVgwy3o5Re+qM}_8PNH@XrnS8K-)Y}Yit+#$jtOl5A!gc?r@fC0D0UFYPPR!1>rTE-7ybnwp3j3j#I&Mz`E~& zd~ZXG+C!@cxNOkte>HP1VQo31wnp~TSHHpXI%G6haBS}P!Z+Ja61UQ5ICcO^*87O_ zKekf9w@!M1iG}zew%zk$h**?}@Q3XgnGdhJu$%W#<0N?N5a^g~U)?YFqpwegYU_Hi zWDtw+!XWIzk$a;QSzr_(N_0vEZClfGy=_OwRE<)FCsJfne;wF3?D@9qhh>u?3QgoW zZ1kSUN2a{3%n}wj0JxJcZz5lPTemwOc3hi|3Ba}$QC0b;lnx5VeK!c47a1}9W-m~?w$Ls4kxlrnlfG$2Jb z$lA9ePhl-@S1?Pc50%e@@NonJ^Vl)CkyhKPAG`a$I_<9v2rGe8qV3HJ8TIZR=Xf77 zxT?TUYlaauhi~6iJ6bWMk?Z1@F{uB2kSg`|+z-tpC4Q2mk>zeQTpb-pMwgW)aK0Vt zF|=beaA78dDl!MFI6FJ8!U&V=9V-DPlNTNze~Oc+$ecKOk}7ItKrzZQtfHe#Wvfjb zm8BecSOhgWNYGQINkUHN5^|b98cx4=xHd3c5gDcZ;e>>2lt%fwoZ~1SvM%O_tXYjp zwG|$8;oTgPW)V`4oFIJBzJj$}84O$|ZfUOqlg^^V$*B={cf+JavyzCD89+ta?uq;B ze`1>2r32g~CXQkN&CuzIjkQ`=NScQFX60AH`6WI9OHzA10K6x44-&`fZF4*yIpaxr zQ2Va$1THjKlPVb6#L`5GDL)V$vl%+hI?~Wh;xFUFcBBpNNL-eFR}n7(1w&p_BkF-t zI#QXMABDFSs$^;cidS{pAziboJAt@{f0GzP+Y=X{ojDx(ufS|!26(KWl zB+_xD%i`m1WfMm5B=c{jTkdX0H%gTvl`SWbMk;;k?xdxEd7xLhJZjQCHY!PpGR&{P zPe(NN2q{@((=L`EU!1MFLp;e@QMA z(CxJFy9#mo%+LwLfslAmq{4(XTF$n8bL*@XCXMnUTZn0*IQ^MXjhFiX%+DO$+ z8MA_oiQ76bXqLl%C-&Ix58W-xe+-KelmdQ}dsiJh6x#x%Ks#?~xWuV9WLJP9vhQ*2 zS|-$?a5Ks!DuJT_5t;3(uNE3$hdqB?L&%lB@)~jZkE~E&^3H7m=18r@HvZ(On(cak z!45%%$u}`|a)wOf$mV1ro)FAoRyTAz~Xba99ojr8h;0b{Ke_c*gD-xW{ zK`RIPH`C6){Z2uxh5KBG#OZ%fA;s#$(g9o%GSB9-5{(1Vd~BfQ^~m&SrljKg zacdWGIn5CheZ2wN%epVl@tUhY?3?YLYdCv8X5h~C9V+s>kQ(S{f9ZGs6K8L(g}}-s z-PNS8Src)^@)8KHC9pB1lR9x5I-gU(B2EH+_Ay3wydxWs5@1{K6Y5kULL@UY`$mDz z_W73~>?w)Y88Y^>fs0Hyp?(#u?IZjY|K4QLP4&&qvwuEAaJ))jjw&*+yQ)Z{Jk3_y zWoM z>bbcN3fS)IDx@NtQ{849>cd^c@K>k0-d%@o{`{hBR3`Rtf0dD01M>%&9zcd8P>9XU z{0kLsoAFqkq)m_Xmf<|DOl&6C3}ng>vS2#DpDKJhL3#52!Lj~OwY=@u41dwIP8nBX zNX5i2D6~}|#=GMJ}iZW zH)EN!A_~rV2Biv0}?q+~KRedXbUHd8^W}Bda_f+-O5ro;k`GceY!=`)u@XLZ5(n-xAO4bf7NcS=VZzX%MZqquYgISGtYMk+B+ z5Z4*Sf4-jWO1VCEM?kXkF=(Iy!KrjgT5bnP(!flMNKe+m(2f*Q9=i&!L%V^>Q}NVp zn5T9ldtx`TC|Al42AC@$L67;V+wR5jve6nCRUY6n+MwU$)E&C}cbp@KC47aDKnTmM(BpIt`X1FOXDqQimxbM!(e87wH6&IanrBhk#sIM453XpJegp za9!MAnw24Q1Yq?Pupuflj>CF19L+Rz)1J;FC++Go%_6;oPAEXVe2(WZ4d9)5=2*}* ze`iN_@WkT= zDcm~7Y91<@1x4BKN@ZyjCwi3?DoV@L=Y9(Ju?Kd?_5;WfA;-jR&0odm5?aE`u-;*6A?pRw*1{z+=xS&uyMs%*b`3B&=;{CU6z&*JjQlVo>WnO9Jc3W zlp5pFa2(?m&PFGh?}9^kCEtm744-qw=OdR`=M!VU0;R~s#$?X#qI1Oy2EuMhTmgUx z`!HcK9gFR?%9XD+%o!ru56p7e;pOU#JV7&^4*TYajg&Ex1P6rP?Cmt1F&P*MD0&NH zvb!!x?ygJ1VIcV3HN&>*cPO$$o}H5k3P=(gf*HH!MHhTElaqobG(fa(2lH_;d@va( zoZ1}>V23b8m4aegEc_?z4UMyD2Vy5#rm<{%oJ||gSy>S-hq7FG+R}I;va=2|=`eRb zi#U_^COLm?ZJ?BJF&{|tr|_9rIwQ2HrS_o=j$T z=prPf${t)&PU4;taZkloT%cmhq6scv3ZUe2nwo#>PkG{FQo8;Gu>!Z=v1JfQtO*je zb+Snf47CljuxGBr$Z$Gs>fQ;vq(n%%A|!>%i+!tUYJB1!5|{dA)GQ30A?Hc;zEC}-K~+j?mo)MA*0YllDA!p@v+0we+2lq zZBEv7gbprPpYu0WccblKPOe{n{oSiLdGi!KPPJarV*(LH!UTV;z{^2t+RUwLngg`( z`}*hazxp9A-f)iYTL^y#mOzh8`5@JIwY=b$s=7TU&g?0Me9m{0(7?(ZPz;n5Qj_n(L{gZa7y@? zj%m)bGZcp+A|S4stlSc|UGg-c43uT5{t`{j>z}UxDbR`u>2KVu^C-#FMEojFyn?#v z`uWuc$nf{@U#XpHU#`@)ZaYB=gzuWM%wFi&RPYvSMv}Yl45+UICRn%wo`E$EY5Fis5UfX6r&&p;3dZSb>77gl4+4_Hp|rxKFFaK5s!afxx9S2d44^;0ZZa#PzOIwM4Fu@EMTUNx+k>t@-De)L4^rA6h&xHD(*GFFl_ZE#LxVC{_c*LTx%`Dp}I9-qppL0yV zvCi7MZ-mPrP`ZCE9=`+*Ij^WWl?6#rz7L)LJ#=|_mKYSIq2XX zdCR;HhGlz0AX6<9dCVDzjZslK`GuSCV+)hc*2E`rk%BPc z%afR=cp0eZjI9WC_dOIBCt;)@ZTg}nhpE;l8=(44MH&sHoX^cTa|MF=B~-!jb(jd; zct8UM~2XXMRF zGc3ELVXGNbuvRm-O!_W=&H*}L{PM*nW%m#6f1K+JCOtE`OpLfpjMXX(K7_kJc8&bn zgf|&33L%ZgKsN#X{!YrVddtNYMItV9u_0Kt#M&ZW$Yg&(i@kXLx1;@y3K#Ey7S4HOjuR(C>iiJU z=eHoR-it*i5Kfp!aVjYFT*3+ekF0v!`j;z^$T?t`@-IPqZ>mG{M|Htog%O2lHkx@v z%Y1T&l{0r3$@~&GSxR6yCLT+&0KD%;PBeBFB*K=~zDParhayNXn=Gx+?L|V*?rwh( z8BMX4z`1SMXh^cnVm*J6^u=%C;JLKS{Fg+(#%YLVlu@qSE%--JHCJgKAUx(0;rS4Y z#U&xpH+xv-nLncTNgBmk+t(D2i4w>GIS_;lt}ciJ@1aSc$rt35^=Z;Pm|l~34@^%f zInFFJVjh(+F%tu|eD8pHq}7rL&SZaW=}D_7)$<3wGdwV4RM{l-=7L=}LBSj)Wv|j_ zK@9Ms8$WKW8NY~h?Bue~lHl{qs0363M6ieVq#@_e;7Rc$o)ig*GM@rZN{qZzPvS|T zA_c4a1b8AneL6hJJ_Jv)Pl6|puq1gembe!j%a}UY+y4g+6|1HSWo~41baJzsFg+Rp zHJ5?L0VtCJOB{cl+1u|4ifGKv?lOeqF~fXN6K9!^7Gf+YNJkcQWauw=h)E_zq_1EiwDqu1`^Ze`q-g9uC3q z0X{MkYNCIE7`e;RpaM>_hBP3zL0ZDg+G%=aaX}gieB|LoDbSgBdLjiJ8*nEf8!YLL z7EZuq=m_&=b~}`pm`r1ECo!EEm}WR&4yZSpmSAzA$oU~oBqrHPMNbswA-|%Th~zy? znZ+NeXi_jA5=L7O-%90~jf!LfX2?=B(HunzD8YZ6)@CAMk2B<41c`I_BM~OfJCeb? zMnM-eZJHd8mi*~3e;5v(c5mLeHFgZMA#W^cpweMP19J6POH0`Rk;qp2A;fKky zH%)&xZ?Bg5+4GIUsuw=*((Qs(4SQWSSAWc_u4-oNEKS>4Q*G}+_Z=M7vlgFS-z**x zU0$xGSK6J<)9t*Sro{py?f7KS@g$Yqa-Mb#FevnPS$9=keok|CnV3vV=w&32gn zvzNb@^|IVx@}I+)l^tjBS9`;LOV#YUV{d=RTV-8+*{6rWte@JZ!85jif**HSXI9o7 zx64^wE)Gu9a{3V_p5L@>cfHG%W@Y88y1guGwwFf@x5JoaSF-HZ+q#UJ=mFC$9c~QJB-V{IK2EAX9)ri^m(nlVt zTzD=lRbQ+>pNj++9#Ti_;Z#hkF7bc1i<`18W60AniY7?9T%&%hlh{rif1>w}8-$B; zxHDmkU#j_Hdc9GNP22(!uj@R#X|sQ7)ATJa{Uf zk_*&&B?I)-U#BP3TxrF#f0E_pg17V8w`+$Oioj|zdLGb5#i`^AJeB_ct(y#jOTr|< zK{-Mok`rQx4%&USa#ZWn!A;p+(;Pn^Z8ciUBY`VtcrXM%CD)Nw0`B9M74Yu5y(wQ{ zF`B=#7%2gYJF`hjNCIwLVKG>xIl*O#WTot*x;z3|#!)2-?i@g=f3TRuj9YmIveI(k zzTLX05p~fPVGYRY0yl)bk)?tsHiUb(!7umF(nv0`+!F~i5h)X{K*$K9X*ME(KkkxQ z-M)DH^XYg>fEx0Me5rNd7W1Q#M-}N5xRd5-bTCo(hAYo4@V}K<(I!(f?nHPRB`7d8 zNR7te7DNTVm>p6IfB9Od-2pmc5jD`ofZR!>V+U+ywBSTzB}%)u?rW3C9c=gS|NNKb z91jBKVIWvrv#jfjO`@R}#bQ;UgnNiuB{|Z}KB7HT*h>K*Iv&ANw~1;gdBiIA0u00J zy=0vc88hu83wq80^Y)V!juVsJN0zdY*;5CD%x$qe_mS1`e}mt%Ull0m-91?bz+boX z^V@QoSP!9rh%J?Vij}q#xQaw7tT#)zh~Fk5Ou9_0XE39hi|C z`cp%HYUoc5{pq1UJ@luC{`AnF9+wg!eG8)y&>kh7vK2r-{AZAGlrx*N*00s#_p$~_ zE^lOvV!S*GfGC{LTmU!&3=qL?urNT3l-jJ%>t)%@e}o&6qN#v%0K^KgBQ2Jj6Cf+N zR{%d-Ia=9#Oz?>v6BG6b-w^hpJy_5sR2oar=X+J!htwJI5Zzh@lq=qE{cY5tcShBL zu-0|-<9S0Op(13F{_-9vB3El97To$L24J3Ifk3GyqTo<-fk*TcfgcT)oHyiAIuQ*7 zh&9~ef0cm_YNHP4qXIAt7Q9<4VGSH0%uXf7g`!~RHmWsaG8vQWt(0kWPiP5lgo5Tk zziA^!6Cbe932a=(CxXKUycNjHdBGJ@mPIc0DBKPtT#F~l6b243sPe>&q*OgI5S9To zf<$gf;8oML4O|$<)5TI)qOe+{xQNt(AJdTxf2y3^wzYM*OC-)wezSDO1~P{v>v8Y&6D=ixY)@x`NU~Tu>!qaOIOU#p8%Ar8 ze?A})8Ie@6thL2TqT^GL1+xK(JmL`02s*^vmr~xB?J1oBQIv5nQ5k5j-ENm%QzWH% zG-f|xAY!iL_o6+UsLLH%a-XkQlh5}5N^tHHCFDVA)(i^Qs~2?aYxLh@J5K+F?Kt_Z zY)20)#SU!44(!FQo)7HB4s68@Y{mIee_07ta1gFlMVEbA+FH?bdb+xkp8m+EoQn~0 zC(39*NIRfBhh#~|0mjikRd5#{uWVg;StmYX8KIRz5C?GFJC|vi1OCdpaY27qdh`(a z^?OEi>d=>1%gu1^pnP~*94=8RY|hSftVSF6KwpoO*ALZfIZvaeX8>=3Ie;S~KFGWg zK%3j*@;h)M%cG?KREj80fdxzDU|$uE^P%AG z8udTY(oT@GrBuHz7dap>Aa7!73OqatFHB`_XLM*FGc+|Zmx0CsD1W6{ZFAeW5&oWE zp_$HHsW}M(!1r`+ZX7$Ylh{sb`;zvOe1Iuf!i6s?NyYK~`tD*uiIV8lZAUXAuvmb= zzC61N^3h_%N2kwT+&r7TN`g_u(%4T%H+Q2jOj#JDqd4L$j?>Z2eDui+$6s#VJmYSX zosqCKiUOQ54FzXm5`T`SzGPu2X-ciLs-By2(Tt~l5_qPhr=rJQt+Lisj#%B{GwcQ% zm|M;rf7e(lx01>-y=v8MuBnf2T9n4F2HS)!PK98c$8IC4)eRd@C9qzoax6mc0eilu z@u|#I(l8L7t1|4ynkqy&gMXFK8wR$%Uh}Jt6FH< zNy>XW0Y~wJq}%NBzHSG$D`BS_;ei4AzVu$V_!M^M*neN;sw`3I*l8NNzwExFF%Jm@%#h`v}SDp$Uu>=G*6`<$D?cvjj*6Pd7 zywNAXDSs}!&rFNR=UipImm}7pLxjV3jPHf#~kMbI1qTB-r3`S zVZ?Vdj)NV$d5-kRTej`$xfM|WLP$YER=>2l*=(-$D%YwmVGFF(?W~0z)JEmA`4L;T zMZUZ9X}5?7Sm2E86RdH2ctSsl?FmmSdpbdwTYnX{8G3oOFaS-N8v(Qet60>!A-k|d zG$-4*IDg+ey(Pi%r;i=0lZ*8ILAfB^%4IgYzrP{EIt>$#dx^Zi%|;W_$C z$A5RG>eh|hsAlIlo>Rwj-CDpU$dEnz7IDfVDLUVIKTbGcd#me`7C7EGZKk?VxaT5K z3P2ie5yiSTxB^RJxg*#&)e^xWG>KoJ=xgmp%kSburNwH z864HExx=$LVTdGVKEilU7_ZA#=Q$gYr$|^L;%+V2YzX`Kh7qI!e&|JBz#X})97Rlh zM_R2qQWC;;BiNf8xz?MZG)Wl|w}|7mYF}=5>I6LGY^WdSZ1eAIUKv)^W081^8Gj^g zf{SRzIS%8Pfv)bf+ca=o{2gsq%*g zBY4>5w~#%1SMY8-eVfYe*;^8^SoX~gW;GC^L$qJJ*g3e!8dFc~Tvm|y5*H@lNII^H z)w=DXI<42=+I40i{%K73{J=Y6^gLF@%H+$6dUnIuxNyU7RiSe`CG=j-F@M#D69Yi3 zYLKzbYJus6u5(lNLEI_nOq;pRZ#7vZB8u=4Q6kse`V;m75lA;+-3J><8l(H9JamL! zY{u?@TO7ucANUB5XF?=V97V#K_sg4S|9XZ%%tr!}G|o6=l|d9UaN$u_Jp1&8kLEB4 zuV6u%jP5OK0SRiFAo}K`>wjl|-&9^bYyx-UGKQrR20lppO2nS;i6~?|@^_K-t*He+ zbiPzlfB{$bfThWn6Y5az(^^>nZXip%dw7l`kZILlt@)Pa+Byg@qsJ_Cp>i~wX_BVi zxw_H+cr^Z#L+PFaMM>(Nm{neZgFq+26dD|0LL(p1y`iMI%MI*McYj11c$PXZn(1$) z=~Y~fY1;t}UX)F{DaSCT2u@FkaNNSnZq^n)lC_1=#u!v-bp90t$Fk*Yz;@{vY&E}o z3P8TSN|OPAj3Vo3GD-mbz=f&?M6HNGX#zA(9mkbfR5>~uc2J8~z2esrF`c*1a!R0w zoeuO`UH$+pi#6mBlYiYjcM$hN$pq9W9qg6F`W}Q2+t0LiWq%C$3~mPpZPA2{YxBKb zQWGOl=tuRbMr^KfZl>_LIURt&W5d_ejSd3#i>!Upm z{AZLEF}xf~$}P^~LLyC*iNkcq(BCA*a;Tl8NNp^KLWl@GlYa|+K4@|wRA0{IG6R^c zb^V<|n!{Gjnn6x8WP0C>t^DujRW@tZMWO14Ujey(LBxVzAQ<3b^c1tac=a(25A0H) zU0%bcBOc2+% zMWzAsH04~cG=Kb+m_o-q^>RfZjdsNo7bh}xi%&4*`hnOset=Bb8qi}4CB)Is2o7PT zf4emGgBUDKcn<(IMbA@^KIkbiH2KC;4m8DnVu1fM5Wwk|+$)a#`m(y0s^PjQTph1-9_OlV#|-v!Lw_z3at zq^E0}s#{+QC)Bil6N6s{+(*9&ctQi+vciq`ky{Sem9Y$Z^)}xtwT;#k?jQ`+nqhYn z=7HAC)NOMZ-UX!JKKDnyh?orH|0leQ)MpaHx-Vh~@9us=L1pnrv-%Y(nRNk4&@W+{ za_Rrns>Lq{kw1S3m@mWK$bVtlG#*O3x!2{@ejHhkg~G-Ib_lT;K?br}&KcAkoqjJ= zhVoik=fO2L_12+jgfWYEQd8t_(CZ;Pb(?^fXQ#EoHSdYx%wCP+2xPGab5*38&5arW z*`AeWUH)q8nufAfn{Yy&vR!_PE4$(pj4ggjaeDCqr=EZQK5zjkp$UqXP;mLg{qsANSI58paD>wW*Bqg`E z#!-KB)KgU}WVM%Z;X%o9V%F=1~>|?AOO9m{}cN5eZT%pV*GC zkpAxM;^lvk+aZ+U`mqmc?ZX(5q}8Tw9ke13J>@Ru+JU={!D9JgIP51l(;yOFp#V?e z&t&*Eq&V+)S3&(e2SF-oiQo`Yqku|Yy#5510Y-3oS%)VE)RdPe%g zYN~&4t}+4dRCV6e>!r4zo`iR*>&@pSknM!HE-R#bv(hFC$RS`frKd(5`EROZ$TlHc zqD!L|MZv(8XEuSO3nM((6EOF~`HKsFSQ7~!a?i~TY6vM4VIugD&Hh5r#2KUKxvDE0 z(e#8^|2Y;i_1x$ST`o-JMkv(*s#|(`~dW{ zu_#tG8+u()28y?o*uT>XuVfnP-5Z1uoHpNldN_36{&$F;;u8@L<5UF6iF`E4#A#@P z__RqTHe`q!!PWql(Rx2bG7%AyiFhwjfPwSJ69vKdiz}S4y~M)xULRka6aB9otEhh@ zNxVy{c8CE~+ z+;^m&tI!%ha+P@ZLa8!d?5) z!KeXv7Boio3VM3um`~jE;}Wo4m zz)ZS)h4;CuS0FW}SmnJ>6nNzXTE5cLy|367Ia6z{^xgFkiN2X;4M+S_?cLRa($Ytq zBmv;rc**7_lxCdPXu@i>G+ARwiT4VQ3yxE-ivc@M6PEPjs9j`R3fXSjnP-0#Ghgib zll>e3S(^0F#ze%${-+i@_|9Ei+s?VUt+A{ne77V>ZaKAGDP^fr_;d#mvH`>F-;NF& zv!(9^>)Xm*H<)sBC9xN;MUb#i{BHp}Zy}1zTCFmGk;SabAOa@$zQ$w?B=xh#-YxTJ z<}SP`6yar0wQidkWYx{GyHXU^bt;<`q2WOa@YoZIz<&dT758M5aK{vrt*aKZsE`F4 zlZ3|=v%;&v8}(eP3*!Pmuffx6}Kb_0Y)#EG*@w^+sj`y7{x{s9%YXyXAR z8<#>K0u{HQ{sEyNmpv!~7PnU)0_O;q;6?%#w^S$sj2@SceF7G@_C^AjHkT@v0v5NV zeFBCUmxAE}7MDPl0uKQ=mr#}h7XvagHAG0vfwGDcb|(?YU*?mCY<%0DtxDa1<0Gj%G&AR`zzHM$TqD01Y!!fT)=XfQ1FX z%zw?z4MzbGv3Kxrw6d^t22iUhYtYcr(*39A9~XeJ$A4JpU5d}ppDR~J1wS>GHK*G$<%+bgepy*<3Yh?nEwK6fY zb26g=nA%*@@y%;6ss9l*iN5oqP) z^!FQJBl0zhH{?PR>pyj#duN zfWKK4MaBPJr?aJz^FO(rtp1t-_U3;*P3=uw{%Pr7w!bictSETIB?E%b8|JIwjIQ)mr z)y(l<1ET(CXK4NwVPtA=XX^nlHGeaQW0bdd{+kj&{eQ5l?^uNFEdEl%#K81#rInMomAjd#qLs6WCBWRs_J8lp{-sy5 zGc|LxwX!q&%k96$3ZQ3ZV)`#ORZA-q8@qoN_==|-QiGTTD-T#l@e@c4)1xC!y#NPCu)lqRavNQd=ZU0m8kJ-e< z(eW?I|2hDFyZ#UPUwdz6=5A&Jx3Xk!@;%5pEi>J@4m)>fLR6=}ml=F0*rBvhwWz?a z#=hrgTG%#srQv&RFhkQ6&u6>G;;F;OzVx?)kzOoYs-6_H%X|VKGJl%B0@Mx4U!1fD z0gU>ki0Nk&vh}lMGPQPF!viK4L-D475GLDsTy9^D1k6|fF;HM)V z6PZ?(*01kek~&-FSUqpx=Sj24T;`6kfEJrsT~q;Dyh!I zg_5qMr5?#Q&B<1eCqN;_j}$3b=QmoBv?Ev?t^do}hX{tR8-Ju)HEp0i`%IC3h|da~ zKAQQ^E#m$MFO#64mUYOtv#3YtSLJfH7=c}0Jg}6FCM@BKN$aY)p%qAIfwbnBF4S5# znae#2)>qt6RLKos6ERPeR4&Dx_g%7nYmZJ>cbXV`0OGuW;q*~|lT67Dj7Q^;mSpz@ zNSO>Qe~f&dFMnII_Spy0f^qF&Qxly|%zDDCmO$qXm=giFA!7Yy;r?FYQPi9rK3g{0K21Sgi5#&QIC* z$#rOvH!$^|U`ds3>v`=Ck(3k;d$8WFu9=H*dAZe?WPf{IM2jCmF1^iO$)MO;v&Fg& zjp+{S)2>iiYbkM-MaDKGCN+c_DG;FOs+0U(O3l*vLLiEO7VdjZ z6j9_mp?`}ajpu4objS!+D^OEq9D|^oT_r&%Fw;EwRbPm<+Ka~o1^T?|7t#GoHak`) z13PysEVi8}A&=YGH4FYeYg$zY3|Vds}EPOdhk`U5va zKUnKzicTjl{2PzvpL(;^wN25gnBHUjyTeGz!EqEdGQp-kjdWwYNsUTXydjikt-g`Jsnl+;=kc|PSI3ZZxv`W!FSuUs_z--J zeSdY6ILmA%oCKx8?{#9uWL{f8^=XjJ00$clw3&o1&~7SRJFTYR0aM=|B|381 zwgWsR7heG!8%C+F<3L=>^eUo+MoR&I=Rkh91~CdL~h;APvTGrRhH27iG~ zu?!2#8Xppkg+_e=3i7&MfgFZ_>0Kfu!Sv(r)D5cD&g zY|_}4GJM&RYoIE9pZD%16V$f4e@|ZL1?DZy@GR^ye57LuhqiQ*SSj&ugl6$&`!}Gv z=aof08k*g=X%1lsFV#-h8C^6cO!WsKY0p|ZS{TEh@sENV*ehh$*J~AarGE{&DB6wj z2!lkjH2763vXEPoQe9%ZC5rZ}(SdCNbOG2i2gqVdNdhCnjM5sm8=ql8XL{Z<9Nxqk z3;wOO!cK8alqL~x6BZiY^J#RhEpXWx85uqV14r1k%FU-#jUc!RRwfoF=ZM?d6&M|P z_Hk|p;W2&AmYZwE>gR`H zk{yAM9bebHXD>o@eCF~TF00e}-m5q3^+x0du4=+dhFKL8nf2!Ldwz#p zVUbUu6GM3&(|Y<{C~k)_z)qU(ucyVq|7rU9Y_$EgfekxxXm|~wQW9K96XN3(pS-_{ zy#i{rw+_Y&?|uRH0e{wI7b1-8_0%e1Sn(+vlHR2uZ*}=#IM2MIe7VwGW zaYW&dUM7O4L6)$X(6}nI>E47ISFQ*jicEp2JCcGSxh!iKB#*&eKS38vxn^k>S8ikJ zm8s}nf*~J>?zzJaZ>SH)Z?+q9eCW$Je=xk<6z6@uN0S)1?VLoj_P_DDM) zDmcpTJ4Zx=oIXZ9Ad0VTFV1_Nib+yx0E6Pi1aO{B0*4B|@#_)1daN?lx7Qk`4RM0Q zT+ipW{q_T1cMbVYqiz}CvJ+O zRdWmQet$5KeMBbNolhoQb%t;~EJ&nRp;kP!^+eJ9ybbrcNv0<_q#IW~r2Tel{4_Is z3WaBiJQHQXQUuT8YMW1rJ$GIbY{RSAVN4=cB9fkaI4$Yq_R%t|oo>SiH9L~grFZiy z@g$7g;Wc_AxS3zp;pZ;LuVQpreY=6;th-Ve}!ZDEW*%wJU3++w1GQ;-@ zER6zc=h+mdy{~PslSjKK=m`--hcnRA0lW!1jpj)9np_>K1odN3mI4;~1eYa?Yo|Ya ztv2@IG=mJYAFuKmyUKEhZ6wLLkuyK?Ac?Csy7^tO4r}z#YAl&t8PfvzRBjuUhU{$7 zr+=~Ib(7Lf-AYXcuw%J?aRg&XBT8X2z=kFFc+JBMXW)eYq?c1t4=H$y=%BK^Vh~-F zy@s*hJZv4W5f8>5uXZf~>LpJ00r@nfX$yEjUz2tNMip$)u4D%3$a2r`!%@L}diKq- zk4>SE;DSBtXby*!$Z%iFHxm!^28mM5Dt~o;#b|J11YFTXci7guM5}mLfz+l-+z8PJ zK{9g#1m5Y%>;s~FL&Th@474H_GO8sWXfjlS^jqJq<5~h8id|@H{loz~3B-tdh;SJB zFoyoHLvA<)^#;)nfYNR1jPoV``Qw@FL5i0s!Yh2uCC!>!!*eWr`sDD-s6e)dRDavw z;pz2>7Jm4}Ip)ZN4fVSzN(6LTISB;f$M)Mq^@+_;2fLdJl(VV#$TptJ|us#>oagK ze7<&Jbw3`j2Zfq$pG!zJ*A7(9aPjT(*dOd>#m-N?VxYE$X2qYDx5FlH5TQ@>ye zE2|Id(J0<BSoOHDy2wb;uR1eOIhO}lD(AX)Ie*Rj4LT;u z;2nzJVtb34oJljuha%-$SAJMf0D>5B8? zoK{7plDhP+89{i~xrUOkn_+lctiURKA29S9S(S_6fZ?XH?b_Pnz;Q{AY5~21SjNq8 zsU_BF8lAuU#slF&$bGevb$P#6&fK+GHtXuRyR;C79~%a*Y_rrZ;BKWf^~AN#fzY7{kx~Tm!RWT zx~0aSo2R=;*>XB-qyl6)bg<9kqB@jpnr7Ro>Ql{pWpWN>{vuo4RdERMf z)kE&m-ef zAk3QL&gp1H4Cdmf1_N{r1_2V1jhWr9^QtYv*goz{Ae@{xE!;2}Ur@0j_t#j%+l)aY%(tos|ksFqj7*rM|4{8c4vksUD%VUZ%ABsEIajhpqlCj|kU|9qw$z1v@ z`E0^x#b+dTo^+OokJ*obOh}_mkI7>=%tRe)O-5ns!p+ieHo*+w|X-jTk8|B{|QOoICsu};umL()x~?xc^gC~dpUbwI>*#Gq%# z(}Qh#GGQ&O7^Gj8USjox)F}mOKz-i*s$l<0m4qsIX8y^j096-d;92<~$PBRjLuRTd zsvj^64}V>S2*eEH0}>D(4wi$tQ9IkOj$Wu zO}Lqeg2qOf1?%^;KY7O8#*87%4W2O)7^bNPh<}fauUq|d4yM)Z{Sr<>yZuUAK~v}ccpmshwjirP1IE0kotbu2szx6QeUQ2(Vf@dNWkpJU`^Gcx!y*QOJvP~ zOcg0Uy+f>hW!ftBX1vkpvO96!IzECf%;RYF%0FQJfOF#(5H?R3!|o=K)v;P$`w$Zz zx_|fx4J-1M`Qzb|Ms2;AqQkbkv+_3kd~EO;whFq!`||9M8RkFE}Yrn>nxhU}*0xk&dzWtO>_pZ0N$zRx`Ry7!;>#HB}6>L54r$+M)mO>?IvCm0t!yDMQ(O@V~DA*-} z(Ss7h9|h;8jT#j^C(Dd-7`3n>489F~$9K|WC#kF69GvNArmkR$wEl6__{G=NS|@i1 zcJ~-aRH7V`O%VveywFPnv_fdbTYtYRjzIe=`O6-dq6SH!1?vAil4PZCQ@f82_roiB zs&V3QwDG1<7GwNqP(MHIARhIa2FBaoAR6$D@9?(A#XW*`k=e zwu^XvVAAgNfJVO$&$;=|))9keX#L}1K*`$HvlU^YmvZZX?(-5!yf%`set-C|Hp>gf z1qvRt>y=!)_6{X5tu$z|dGIDQUiwHke#R>UzAkKI90dmM&;Sl37#|eMrqBkrhq)^( zqjZ=jHDE(x7>r?5Az|dPa=i&DndQ0$R5{9plHqZXS7S&yx>mVGK4DM{yXQBBDEt9u zGFPgEu+T#y_Pz9Jcm!n}sDEb}7y6$I{knI^c4@k|ewm^9W@kgCyyKl^>kxE|87cPm zwJY&HP8jJx-8m0X=qCTYVM}Yp4Kn$ZPfw2ISuEP7I@lR3qHVU3)}dErm23KdV5#rY zemyH~$f5W?3ZEU^FgbJTAB{`OKSZv6X@gF<68qrSB*xn|`dXq^m4DH>rGGnwV0o`w zGc0$s9J1YbHA&jt+tHDb!DAhy^r>;xWYan$4r>S;T&m{R);tajA;$AoS* zrAkWYT5@SCH)5hUaR%;0?wh9%K%S{@`blGFHmCi9esQLd2ps~W0R_)ni2L{n5yKO0 z%YCwfj!SU!-CRlPYJdHNxj!W!yPU6QArG|6=4BUd>Tv{-_w^N7Rxup&0?jpf=^eVj zI+XUaK|w(udRCqa(_pNO16UUd3QLi^Ac*=)xR!E8^7mG)P^&M3+e_p%9l@(5^Lg!Q zRV$;wHs$uR9j_~X=)X-w=OtKO=54$h~$BzT7$!~xh`eeyy8GdMOgBqx^O+Cv{p zal_0xd@~`I)qmLSZ=$!Pcn{HmF>o@!nCP0O@%?p3L{tprRX74A*oVD|PekHz?Hw5g z<8&{Wg=XAeUNk$cF&6|mfp#j2##bK3aEPUg`8F5I|G-@!z80bP)WNusw9Nxd&G*PW zn0k%GC>eu4>W)AUg*Sh1z@r@|w8MFds^PbqPhYS3NPlL6x3q~_e%sYzY;P0+4r3@H z_-z5($8+_W8ZCnlX!y+G!dlTOZAbTKT^j7c({Gsir3{QH)y@@yoH1Uj&r)J*c2*g# zJMv+Bm1?)JMJydQpqe8s&vpI=-_NWCcc@9aO^xu4RmKp3EE7wCb1wNz_g8I?)+x4d zh4r#{wSObXDM=SY)ihks3=iw{RuWDOmYV82marsja0u`K6=A}Qi-^2Xv?l>taP~%7 zmyn(++lkCxvGjH8NuYkQ>`%PW(<{PBhjWOU2NQub*UWW95wI6QSQk=NDC}QH;+?XV zeRpH8OPdenfqIWOjvCBw!Pd|9Y23= zZhP!duxz=JT3jRCGgc9;^vw|FjmSue!AyruxiI6qZ$0|jJ*7kCdH}LmfpB-^$(}`E zC*ZIKd9XV&u%|KUFcll|$3u3J6V!REXn*cr;){!JucsK>+*6jWJv5?kAZaUQ4^Eew z=3`ba&Kl)2RatcFC$GkCG!-+q0z@-m7zpcE)ula&qg@|()Bw$qbS|xSA#{@0YihO|SQYl}03MS^9-pO{E zeu91JUgP>KY~A7}9#Cee2sa?^V|z#rXw1dD87x zn}{P=hA`uKf)Zl$e9;}}5m-1F%rbhQH^A!fT&W}Rf}`{s8mxHG!J!n#66^IPqVM~) zz!`}2P?$&(zFaGCykA1>*nhl7zUUN4aZng_5fE)YQTee28Edr42Y2hO0W%4>nku*u zEk|oHxnJIGO+A~g+BUbm zGQ#6&h_l^N#Q5OjbK|GiF>htwU1>3BSy}rMfR8+Cu7|idN zkjBddh|zm_mLV&gAJxp0UHy!r624c~nLW3q>VL=2pAgU<@BrWAMm*fQ@1mur2iO1j z2HY&yKB1ZGKu6ROHg?huz~1B!-wGEBXQo?b2;mu-qKm{MeSh+&SZfv=z&P9j(*hksuXtb*Z zpDGHzc4Bf%!K_oVLmM&=3z1qidypKuI2nO38RN`UdcCw_690U(HM6NObAC5!iyBw4 zSb0|}^{tL*4S#xa8wYCdz{{-L7MuUwRQ;?0ca#lBuY}>LNr zA_&Na+meuHW94!^7;~uVkZp|#$wIMwS#L=kmFi=UN`EoD5eF`EBg_gTq>24(U$Y6{ z+21A#>C}6?)aF2{;wU;bblrsgAe@dgUmZ&7JwHIkHi-~wZW!u8{}8N2ieAv;WK7=a z-PlU2A=fNICg1c)YRd_gV6{9)6sct_N?(;qrw?YMA=x`G*ShOQpDXC!SrYhleyQWtg3W2tf4DsGZDRRp zkEkpo*Z^=atG8f`bYP{GlSU3@3bDw0?k!AaH*)~1OkB-7wgudpu*S=m96Yf^97M8M z(V<7s=)}&&73~Q3_};7Zt49>vtm$+dmgS-mYkyw3kvi_!{A6pfJ&t1}=aTNwecBg<#ytBIio1J~ z8-G;J9-+a>Nm*7PQ!JAv3#j#(N5RfMLI--pNdnQGUR5{)I@V%{R{fyNH!f98{N}O{ zDAoP-TQoP2I)*=?c;`BnK$K*#5T_5)=8i;{@bw!mS5#!%P8XT+W(?W_Cs&3_;h@z@UZBk}^!94*gnVMwVYR??PY=d6VU z&}N&_RgKuS!nfpc%s?+K)!&km>8JK}jC4Yk{xc-+)qt)R>5*!eX+VRg5qZOdHO6*P z$&)R?qWFw^EAL~k^jlG)Mj;&ReD4)YUYT`fRf;v~3iYwZlmKI!*#7z^sd%YR_T z`c?~PLybkHkPV_Jm4xuTsuJ*H()~19hg(;;G3eV>h7&v!XJNCTeu=;Z;_@9SMDo%D z2aH`0rc^F>7dyd*=z8zF*-`!?AG9%g?Hn;kEyRt-cbD75keaRVZ3H1%IIG1|43ee{vw}f$xcW8t)Vdu|>u#&q)>9?3>)@R^n1m&fL8j&fiv zcoV^2wsaDCrp4zIu5D=N_m6Jxj}RW<+QwrPO;BPPzkjyG1gKZulv{0a0Dt*WMYZo3 zQej7@5}fmHSx(l7z(lFl4cOOsqhg z!p#nG@Oro#CtlmF72NuhCog1a?bU5na5<28ukt(`oAe0j^-O8?q4cP|E21Jp=C)bl zi&-RghHU7X4M?-hp4$;P!hc(wmJS;`!eK{aEC$lB?%`+(w#)O}RW2n~TL873?S4g{Sm}kjSaUZGuAO!fl#ozDN zQ;MxtA@#FfUgkBMSbq+OtHkZXBUqkEv%LfTZ49GyZf+)+HQqWv2nWv>brLbD)LK)yW zd!N+^rOa%UkXdmX28E0S_f}-aHd)48a9^Pa!n!+Rp_93~wtuJgI*#ESmen03gC7#p zvXW!R{YpN);oZeIOe@yVX*tO$;XE|ndr1(PgUxBD=IWFMA<@9+9Tdb>L|pfX)M#12 z+{uGMxZfI^I#A-T<&XPb$>o6*O5?R-=~&!fSm}UnH9AD~yO0<*fK}e(RL;D{thsSU z73;`EC!P)JXn&2?K<^HNLn_e7P#}y#$=}cvDs35;^lPGh>&(!d5r7Yv!Atx|~*nz*fe})Hr>}zEc9Z zkmrQnVL$yt2o-m($@!PUq0xtqO1C3ux6)B#uNWI_X@9r9NOt*@2at;wX3p^L@c(;kGV) z*rUk`EfM2bKcNZ5CDl+C`xC{cnWrCV0*do=BEZv39=IHHJt2zUzWFSNMUwjse@fml zN$Yn9b;SH}B7pPI{aTB9YGZLpfYm7 zAd`A;Dq*krn>#|uPi-07gFReoso&h5;)VkeC>Nc$zDHa$O5jN?-N{0|tJoo-Am&)f z2~H1Phk_{gBFEDUWR~V!VOrm>n1+_aCFg=t*$!Sdbenrl^?U;mF@DkDDo9@xLEjGTMh)F zadw-iJ*0nnBjJZ(z#eCJV(&V`o`8L{0?&QJ@QS|4DlbDf0^6nQr(IoR!E{uuyD<60 zcG$a%jQVToGC65?MU1P2!B2fWCv(GmT(;D230 zcNW(o{SL;$hH1eLYJHIttgmm`BsXq11T!=g4{-k3^o4vQsl`pH=+!hsT+cMC-@vhL z)9H22M_%SnkKT)RwSw&sy~Jd;_jKHA9zY4MA9VGEb`tc0Y1*--FB7`n^t#_sD$ z>@0xqq}CI%_{?a{y2(=^5KA8fx}dUwZLXfV&6?$_4IjgY9~_lSEln-mAZh)+M*8}MDft1YRj$u29o#O$553- z5v|&>sMyhBJ!*;*T4sTHPk*+W?%L2$2G`n7ek1qPXAdrRJ~Hk=L6@g<;N}b5+NJ|l z%!|#S?9y@PWF|lEaj#T0dLL4{@$15?HZ?m&rczBqNS+vRw-2P}32ALcQ?^*4nTkBx zoup?K8}E)0A^QpKZ^9%8AhpwE_~MyQYs2M=-s07fP*8DRMikGuh=1#VSuSN@Ml^TJ zzqK%?D4@ygKUAn@RGK4+@Mk)PehRfPaY)Q7L?720f7~%EI7KqgR3&q{&Bu7^DJ%7Y z`x?Amd|svY0JObFOlVpD~K)-ho@EI~yEnSW_bdR#i+4por+c37~h zLk~v4500H38zE2cY0ozaQUhQzu2gJlMqQ+1rSLhX-CGd>uLywd4tW-u&#@wli6jlx z$e*hygH8cJbUFaFMnIXYX-m%d2jQd5Qd*5-XpXN=!Oa{I>t-)X*u)+3c@($j&Gus3 zAtba;86dhh9e-k%BtaEUE+xrO;tLvYYoZz{Cw7PpRWlDeSgR^LsA(Eic3GoWH>`(a%x>K zlYj#(a_x?%#66@_J;i>$)LR7d0Qy0?Zx-l=&MP#%7c zg>p71nxid#j8dw ziFfmBIDZKGvXpm%GA&9_Z-5=mv;a%GGa7u=KJf*@|~57;b;9G#^x#}dS0CJzFfsX z1`zXF|1o9&)|ksvHL1gl;!m!eGQeXx@ayi3h;1yZctwT%iA>;K`|Y0-aWgW?^;9iW zBY%}zCQ!gr$=WUFagVU2f04*oW$YoF^5_Rl!}>y)yKp;Uhg~_Jf1ZKSrC;btSrT!Z z+MyQ2uasvc?Wk>lE_LFuW{5;O>_fN^7-wT!7692k%Dq#IS6HUFY4%X%@^d|n9JIz= z!$S)Nkst9f3oP$^wybx%=_P@>f{~hVy?;k8LucYDiwBzu3h7UpZx>n>E73Pz(L7A; zfek$R^frX-7wl2ug`t=kKNJ;IdVmhV-JpysWV10A@!*X9HrQ>VYY6Ics#C8d+}D`8 zi5QH__TuO;(MFbl+^svQDD>3#si@?<2WupL6+NzD-lae9pJY8Of}YC_8)>#LFn=4M znNUUiJKcCWHU&x1d8%|*bQs7a;0rT|^cAVhq9ovK%_@VedG8s8tFpirvai(arvYD| zgdmF@X*+;a@gqzpYaM%OT?YB^Hl32~W7(ST`6rGTMS-|zRG%X>@9c&vAfGm)SsHvw znm!@8sWCF=c7|ai+X{M~)>nwi5P#UXlmB6AFxj0uzXTw269Wsq;o&JwbPzXF_c||A zrRna4niJZbFRW0>in~aY20nb4xDiXc_RES}j(sn_k&8Yi^5}Gm3R_|P+W%;uDQ+Ds zs<46a!HFAH){K!rU&@L<)hi|bmP9}AWt$-L637A^VmF7pfV>;2n8M@57=NKO39P#M zq?PxIMz6x*M>59>u-U?Za-O{cp3xybOGkZ;jZC!Fi6;who}9Xq%3#IYQ5OejBrWFP z?~RJaynMR+w3#+XN%`fkp=4VjC@Aw`^M~7*&(P5eo(Y~UA!^lDItNV^u@8p%7~Ruw z*!9JC`ei0WedSpOv&d9j4S%~}+_2u(DRr2bZ|Cb?2 zoYW67%2*o#CMJg|JJ8z+Ty2S7A_|0dSOuuS`q#H^TKid(gtN?Gd2as^o|Qw$#z}Gx z0xr(nNhbO^T3yLee`bIcKjAaGrNuI#VfWV#wC63n$Ybhq_zWv(XQkuo!bt-(tThc=t&UA6;<%7-cNA>cQ<34s#ny=qxF>i@V4;4GwLuEqj&KgPH?XRAm-grk_Q;%V|mY_p9>rXaz9MRhJ)E-7EpdKUDYcYDGDZFj0st zeMYe0crc&fLDRud4u8l|`{wKPTP2?F*RPQ|lGS$NdMBdku8!nl%yr2+!4ZZW_+a-~ z7Yx6~C5d4>to1hEK(BI=S?Dyc!1Xch9V&Z|t7$ZD;UL_c<7t=a+rc{9vn8GR`$F7b zg;uT9=&@=M5;_I^5LX}78ca_0mHCA1hm)WzpGcKp6z$(W5Pt(@GbT&*DEU4FP`;b( ze)r57x-@7k=i%gGu9Z^Hu(IwTXbmlrM9Q!3$j$vJFwvDypcQ?XkAhV4$9b@)D2*%Y zBJ3>s3G(#=*03K6e<8-c4OHd=yR}TKV1nWc*uXak30b4K)aftvJ}$>-X`YS<)vm^B zD33TC1^qc1{D1Dh{2mxL(tOPq;{3_mw~C-)2(Qb)jxG9yzPC<9)m-}U+6ry6Keb7x=CdBhx&sDbi?A^(OHK&Vyy9MKO?v=F{Ced(3ElQ z@?zda_l#GAX>M{v)`hV)gQ6=ShP0pV2g~K8n~QlyPr)3Iuuu!s;<#fB#QW@QC71jR z>wsrq^naRx-xn7n;b0h*Efl={WDIw9nS}(|9Cia^xs^Tep?*tzKWFt_Q)nl;!Q=tY zAuaU1r?zabY9mByH;J_{8HUm1Z=CuOnosaV^LB7^?9;($DfQX>)5jHVeu$h@lr9oh zqwS$jQ?7zwJ+tFB2w@+fH-qY~uZ~J#uxLb%8h>fA$$F*U+RzmHrnX0V9sB?~QU2}tAge{Z$ixOOc%<^4Vve{o~SQxD}mkWfIm#z(2 zsLwZLajt#z`2`P--vAD>)_%@^G$McgbHJB_j_fp#fPW`mRQfXM-QNSO00* zC0UG;<1=@0sAEeEh`fYahnIxO6{jy)fKbsQu2#3|w?ej0ZkyCc}Owg<0G_ceoxt zpD{!&%%C-=2X-c)W4c>CeKw1MC`=AGL8*-Lb?}>^e#@D^ywd7EgnJ!-qgS~Nd0Yts zJU4KMDtrPqWuIdas9gBRe|caB6MxpbLk7LG5e*3q2f?);catiDUaJy1YBLcR5V|Nb z$7$hmC{1H_6ag%U9@R0yFGik!40B$k@MkUl@VN{}wsd+yN{8T%7Ri`cFyR2*#KfoN zT|%inFA!#cYNv=^K!yS`aTh}H*1dGc()SFe)o;{zr24-LCjI)E6u4I#kbjVQcXAo+ zWMA+nqU$*snp)NY#P8iSq*d$6K*5m<4F0l-V%`-jIF?E2Z6pasU@+3bx2YLF@7F0Zj9UCLo+3c5W- z%{RI5hKDuC#0?+JFe165KP7ZH)rNLNk;`DRI{e{tD_4ISApMiGR2nDrdh2or7;t z#|LC!%neuJuIr3VVtUTKn7vxdWc$TCCV!4$#aT=pC!)`Udmb&>(;-qLxF;qf23De~ zZ%)V$4LUMj#UMAqbW2iUsxIr1)Iy_@3Eir<3nzAZHp%3n4RNwkjVGt0onIdZnYMA$ zVAC5M<2gutC>GzHJbz;?c-xWi>^$mu_^z%I5(lTqy_D4FAVq+3TnvfScPMT3)|jU} zrNruX&oXr4tunHvF@mOH z5&hbjoAq{`KQ7s$tQfQYJ!9dSHX{qoAzlN4?z^{7 zs}sHlyBZA;H$8cSm<~QDdTHnC?*VI9oAd;5Mcem7fSRYx|OA@~Wel z@+$)eu@<(>m@P)}BcKX23pdDA)L(KNze|+Z+;NtkNz@)haV0ThWWcr8Dbb`^LE)oL zS@fDH%o{Rhw}0--DpZm|!(=I~Nn!yr*}4E$-dh+^;-^Ay*QI2fdNAAAT;<;cq=FD& zAXkVI9))+T**`Cg;cS^3Q}rMQyY(KAo=S5L|n6Wq9$ zjChC~K%PTA77U=N6rtjku_7n?&h+IC+pMFKY`XbxIDaYntr2iCeO+ppx8=YgngM&l z2_8@+-;xsYjel*5bjUL&`~G^L(92f_sM#MQvWM$N9f5Y;4x#$k+hqc)8Kb4Dlh=1~ zFTOz2JOrBH;dwrZ1AIt$w3*w4fJp}53UAHNqTsQI;_1=~Plj`hu?l#vpdY?hL^e^# zK-O%yXMeDnsPZLCN6KHgT+aQwEA3v3=}@;NwjS~>QV z1!}<3Cia14NoFa=CC_+o+)^iBq_m_Cs+Ry{K%2i4>XLqJ%%aCm^7*rxa=|c-IJj)N z$5Ei>gdn3|aF7ucoqev5T#toUb{~LMh^}TO;hs4|lf8eXOlq5QDgSzJ1?`S&?sY>iy z4iw3f5bp|sS9dliN8-`K=l`5_n1TrjnXZRsUNMo@?NdZ(!`V#~@k%WwWs+8X}@^#iUjCYXTfnO|aDb3MMok!bSCzG+RlVo!;f=dgH`&oai?A_>uBMDPzx0rmH#jZh;r1kh< zS``1zP3(0#lT|+x%)59(_^Le5e!ThcLLc*tFpUOo?et`~@-Kxn)!)HR)44>Vm!`I8 zkl)M#BfBY7dimsmz7*>-W6+em%27Ai*}s)NR~>4Q*5|<=S=vunVA_xGq?Q z)plcvI!m2BQ3-GKhb(WF&`l<0-J*XGT0feBay0e10KEm8q+VLU;6ASlXT6keSw~Z~ z_VRckm!7~g3{52^9Ep`!Vr!{fpp^^R0R0H_@Hv%`p)C(Scu&6NIkO&O(brn=8KBY4 z_JNV_Oh-1tNk&gzX|bSovGcj9j2_PbRIt*97+)`c>nlyqLFjUIn{OuS#?3y0}aBmss!|oqWicw;c)TtYw|4$%4N>+ z)jf!zOBGeCArW(yY(};B<+kI85vJwvulRWI{cne5eaU{wT##BU=-avoeeLWe>j~Qr)Y*}7iDzoM2-9%T%I0gTP0{K6Mm66Cp^&>dc_Y4_ojb=?6F^1Y~#-J znw-LrlyP8O*8oy>kQ&d;j{Yu*bp*{x*ERbLA(V`}z7s^F9x+~fa*FVoLym(0BlfY> ze^3dz>{ve& zyb=D|3?7o~4kuGZ>c)R}q(K=V;50c#VN}?@UO|?Z{G^UFCG9#!bNpDu-J1TRg@UMz zb=F*~4*X7a&aZ~sU9h$%TbOfdpvj4om6e#?N$84ql!4M&-y?x_c7}MXQ76a_CXZ%z zqrcFs{jqyHDa-+#7*Z;}US&6N)RAEMhe+-(m0UCb%o^E#G;BfZ0Q{f#l@7DV6v-mW4)tCcpA2z^yh4+;KdejZ zu+rNW(lCB!U)o^L z0G%NByC^nxuC{+CEL7>T1!6lBGula7q$wMmEGAvcU2#Lgt16veza38pQb)`)3PbO1 zp&+iBbnSe}j^T(Y!AnJoxI|ov8zy=gT)8#nM3)8ky+7fNWyzW1*PCE3e=Kqw#CwGC z8;=ZHaUOtQ7yeAi(}H(bIaZ06wb+3%j>@@ts)a@jp@e^rI$BbE^2Uwzj5=tAMV8cY zsp_f`;lP;uhR9=y-{;AT4VD~;YaH&70>p^X1?_nWO%f_2h*pvsiIvdlBRtIJcsDi; z)$CATfVi_59&Hwp38|tS=2T4@bWt_Zp0qdTP*Ye)NqC<<|D*Ph(Nc4@SULUw1t$vF z^$ONFd^mq5{K%ETi7+9Ugv^{`gM%4qNi$Gy;QA;U;>I=k?7D*M0*c`SMT<%)R&jH^ z!V0ECl9H0|E=0~1Vz{$&vXYy&g9r{=oz=3a%#9)`pdHhC+ac#A73JR6{3iHpY4C^@w}4p-_n}AxqIGshZdVO`zZQo zvv^1e$SS_U-nAR-QuDOg_J{|)a@0~9znPDa)wAih5PrsweX#7J4@r@iE&|XPV=rzt z-wThKJbcz6vS;t!y0Ec{3182J>`=RYL>;T3T)iCmu^SZ76i8LUMi!{TUT82eloY9e z_dS1RCroqXAKd4DPryA6O_zC0M4)xAia+Jf%ZL)*p3p4Q@mhNQ51bN4-Keh!@(Dy` zk`Hz=@g&08fiBOWvbOCfz%-O=go$?zvEqhWbE)qHLDW`7G)=nC9aq}{3@HZP8fMBD zDx6nUoe_E*c60qVyIG>A4NxO5j&SMsjtPH{87etxo2R8XWo*H@bq#xQ!tsXNVzqjy z9`%ki4=>JI-~P@1Oda;k476Q9;2mm$%vx;T>um*7(zCwg3v)P5YRLT*T9V^CJX&_lcIpbF2WZ%r5e zc)iMVAAB(Tt=q=AwTsu}mSd&LbILTf`2*A0Lg@f|8hx;oR5q%>Qi~$mT(5s?Lm@qx z@WW--D**DoZ}jW(&lfW;IsF47z^K?ix*oNZkRQqAk*E^8a=#<8K+N;;WxMRk9d@Qu z>1$q}_(=lxH1w-3595*qhqCNoZf+WfRvvCl*-!{~tmLz_+8jChw~RSW` zx6}ZJ(f}_fk7AAnQQRslJPv=-!hqfs-QqO9#K2NKNh6oB)K1J3 zi>VtA+wmRXUm~PUnvIs~<(o392Wm|g#wO0lB3HC$=B14|If+Tb3X$z^lX&Pep6~yf zq$$^?rf)MpPQwH5fP{bg7Ui5(2^=B_{_hJ-1L#1Ymd~R*hsa#}du+V8`oT)o@V?(c zShb`lS({ki&hrELHk7F%5rQ0-%6;r6yTZv2g)F9z8t2C}t95aEiIGjfW?mPs3wVMR zcc@_}p+c67DJPstWkle_WT#D30_#9HG8S9;QoO|u-w>BiDS))iqBWa*iko7p|U z>+1Xt96wdw$@PCTSvdfQ^WH>+XSO9Pqpogv9rD=SW$hwoRNB2Lc6?!r3Vm2%9!>Eh zHfkT!V^l8jfTP#w>XCgGl^3q7m&Rrrl-gg&5xT4P+f1%}7RT*G zEA((j{}^kQRey1VUsQXxOz!Cn|8-Jg0tcojcJLrZR|+8Hn0}5{Bw?^Kn?kM5{lMAwyK@nCHhK1 zK)o@ky`r0qpc|w(^=Hi11W~e0I1lEM_gF8!xQ#3&1q^BIgQpQ5GIh_b$5yq@xO^-c zaVH6#KmEG_*ldzQ(~zrd2S z?9By#;oDezi!G83=;D>|jtzAQIFDEd+=4}qBX*!DPsig!W&mBp7h5psGK~2NnsG>@ z;+%ua3z(u&74{Sfcw%TDuTa!1kbY1(aNL~vC`o_s;CK)Ak%0$);4ld4Ds?2A$d*>ZrDWBq|cM+cO z8~uJ`eix~joi?aFT5xc%{;-nK?Cisw!ZfXQ-(S}=4&Z!=xO z2NRn5%5#lb0Vhey%>@r=>AF-gSjE*wV?uuh*P;6R2b{8-;2re=Uge(?q-N6Jt{)@B zPst=I>5$FwCYU)c`??YYt3!wH1DVwGkL`M#^e2DGR!_4fTOt>3j09OZ1mV0Nk!Dk6k&c(r%w_`a;K1ybS~!q@AP=uS z2)h94`^oYOCX%k>>2pE9mRLi=A!zKQmBw5a3kRD6wd96d?V945>+3UHC%B)jDgdDP zkWHK`VIE8zS@?DD^6A@=N9Q@JqpN>7XfaD@9Wc%UnVs6KsA6?r7w=IHJlvs4vF*Ma zrq|Szmk5tAPHUSU)Azo(7(SvQv6^h_oz&ot^aAqTm(K8cN`fw(VKq~Amf6IQ!pZ;P6B%u<(^m#sS;W{kj@hw>XMssD(Kuy+txwFW<7s!-Cn1v zkxl!nBRdG9b}&m;1LI4-OBN18z&B6BC#95g=V^PhiSf!<$El_e4e(kEspR-j?A_77 z7W%I0kuWmly(knqWC7t@JCwKswA7oU{^xWoN05Ob-4B0C#vro^-Lh@$q?2^VTCr{0ww)E*Hai{Lwr#W1 zQOCB?v32u(`|PvNv+q5B&OJZg_jzZHS);1vs9Eb-q=X8}w1OsfMnEw;TW4BEItDI) zoP~{%i<6R_jhr2)46PE-%tg}K&>HZGvBHs(3OfP~oh|HaMGT#RTmW^T2|#}YXbfOt z0x)uNa>9`UgzfA-94*YuodFc8O6ru<)HMIH{IvyObq%oafQ`QZw*wzIbZ z+B$zy{Er=#fk1$>IS^oKVGRTb%PVL~%83Ig#N|{0;y_!V<7W{HE=JZC#sC=$W1y`Q zkP={O=LoR=#{yt%XKP~dS80Dvbe~*;P5?uIlRePb;?oW2ZVa^l3!(wo108KFoSZ(t z0TxaGGe<*P=g%{6wgXt$8e6-V{FT6`-PG>ygzO#dK6luBVxMFRc23St#*P;D&VbLT z3L;|v$kW-}(D|>}P8Odqz|Qn@r-_}h%U>n^jeXL5qRxgEwoU+Npu2zbU$KmU022!* zduv0F&)A=2_Kp^Rr{UscVQcoU3}^t3Kr=%}6KkN8(dxQoK-yRfq?&rq%Lb`@}G;psDy;<+yP#+jBK0$S|)ae&&&9E9XXj;eEuI{|0ZJm z*IL%l+0nuspv`|k$H2e{_LX=mLtB&2*85MxU$C)@qvNOI ze@}zY%Ky3k`w{?w?m%O>aJly$NWcIy2=dc6|F zv{UsTUKevRn-E%T3~Kw^CFc%M${=}~N{@+OM?U8(qQ|e>TI*}Ve zP-_cLPRSCE9`4Bpe~t_f^;|*r?cq>o$H0g2SVZcq=pq5fi?{d}fziU`ZM)Ve=r(jM$lXSl}%vCqkU@>pu7F(fE zTE)wNSH2f=QEWc)!~PbZm$m3TKAbn*6Gc!{FWrCFP-H7g9(VK-50(FO6W#4dqS#w@ zL}dbo8O1u76xA~>=lPiE{>)KGsan~Tp6{e?HJ_ol!gBe?wdZTSIlF}Kq|&$UuX$f* zeDnq-D?zY%Q zdj{lydcNsMtn0Rq9Q3h{#}HbuWz1t^FdM7_Ps^)lm_uhpZbSCpOp|#p_tP z{NN7P0F|M${Hz`JnAHmfO_Ais8GkKnR#pgnU{@VGzz7*xbYAP*L541wPy$HTnwV`f+x2w%^Hr234N z5G}**avhqhg^V(FyEk&9+}V_NeoueBo*UhBp-^6((53M+P@;D}2H`l&ly`nS5EZN& zSI*2b_63_GorUxVS(7BRCndGh*-4S7t?ENzx*$X+W$t8}(0u-`MA{%M$Tk%}SRS&b z;%~?W<55-^Z+@ zu@mpt$>KTOyk~3u;?64({#2P@1qA00tu#EDQp)G|-ZrO@QOg8|EY-54uBQDaK1DKF z3}M3;B_O7`t6NGp6%Vjs*98&3_Sxw)lQ1R;9idC&y@A=ul&a^=$A$2iu2W@X=QQ0Y zZ=Ngq`0nFHJ}OD;WjTjthJ1fp7lgVfL|^*m_^Ur>!~^q+?s)R`%nWBT)>>rHGn)o@muJ3NFa6-6 zuM{W7_d;fFyd&t5L>Ls#{C)YHuaO7{amGJldaipo5Bjalf=NeRuiUu;AJP7eZ5at2 z#LQ?O^+g`m$-6-ETq1vn3Hg@(DPg^Bv}e@xPxV;<#utJ9svFIvW)SMUTI?8z3Y3jt z)-&6mN8;~MWGlWitd>}Yx~yPGp{pt?Y3gN#_1FTC`#0%Mm1~hwHSemVuSMBS8b6_y z)KwW9-M;|bZ?_b*zl!=CAudwfz@m*4Xwl8$2m&ZmxtE;qkkNm&8bz+-Ano}59yS>6 zLB{GD&vX`KG&~IIWw$-I#FX7a9ZG&%$w%OybG1bEGROgBzOD?8k|=08y0VvW=2UJ` zW$~kAXJ#w^Iom!$ht5kf<$vKqW%Xqj1@wKm%7{}6=yTIN7w!iPt{xSSQ$iBN$Z87R z4%0tdqzpoPtb~8vX|8!rC?Hs|Ld=@$=hcae|B&E$W1 zI2aitlRvj_m)K!f(6(q^7aQk$})ySH)jn=h%B7Pq_dM zq*(M7e;hJB-Qs2_J6kwLTbO~u3dN-z=O5;zi&QD4?VNu`J9F|cx3sdweTEXRV2>?E z-zww~mn>QO&JsiEt25^}Jn(WAikLvy57Y*jc+M zmCt^gQ59evVoo80LOssrt05WvdrC|A;_EeKghLE9WJ-!ZFWN)DgO5A4R7^y)PS;^w z8-lWkH)EZ-V78+mF+}ac1G%vn0)Flm#R15CleMm|b1|@n7W(8H5tZ+ed{7*@cTK_)l|>NN;PS#^ zvJ%{bwxW}Sly}FCVR`5cmSNoGpp9^gQYMyfG9g@~x(p9HJfX)3{aF@hF_=CSgloMy zZP9<#EiXLLirCJMLQA1v7n0Pq^yzET8<{#c7<>^JUMm#Pr6S%t;SR!avN9J9!@YtukDphIU8yr1xbTd0#uM8 zW1SDXeXRaOn;zr_Qu;DT<+7{={~RWc`gs%WFjBfafD-r!R_n|zMRmFj;@AHiTqF$99m11`j8^KIsvwG8-R~IEW3QW$1?4 zrX-QZ8d@Zp$E_`}dAA-8&ixHyBv;&A-eg?wJ|zU!;a65(l!HkeuvNvSP6pY1kjBOK z(DFh|(WN)zC$QW0yakMmM~&^q?Lt z%~Tjt9#wrw-oAKaD9Ns4qRFu>02@2MrSqB-|ZAFNGKPtg-U*muAf_ywDc2z;c zz08OO{l&@eHP)TYRSR9|bvW|$LG4}y`Tpz3gQR7=w`P&Q4_R90*sN%5B~Yw^@x)R__!+n3K*dS?B6A^~qiqH5_3gHHq%x;R)&w5@xLoqFarMCoCRno;* zxY3k&itQ61G!h6}{i}aa3;Da4zD!o6G1Gucu@|T)<(2kTT@1d5JSZ{kUCgt-!mvKK z%~)DP3iaYvn)#XbxGBYNLRvppmiC4<_ICD{Z$FT(yZim=lrn#w51Mo&KSO5IG_9e5 zkIssU<(gDN((&H@p&_}eIcJ^_`W$iY^jgC>Y*MHzGs&a| zw)m$+2_fW^XBB^z7CY)4>}|stqR*(s=&epkgU0a^1pDIhddu;b+u};#Rg_}CM0_K3 z^wI>9H1#%be}OKAzq8y5v-1Q)KVtECl-&XK!6SZ;=-V91w_0rxOqQ1oEE~r%Z>X&o z6@TQEz75q@JyFN)4@ch>*{0zz3M%ATyl?_*@%kJx7@~gz%oYOr`H(hqEl)*QG`5dY zP%s}WX3T3zA`=COHFI1UfH>ii$A12O`M~`f2@UCe64j6n$vG;Q#c|x%=e(Cv>DzZ~ zqNyj)$trY^Y5`FLiVPU8n-BOJI!($Bm^lD(n~WY}1(KJVeA{n=jwMkGrb&?oj_9;`K}0O ztq40%$gj<^Uu%vBQE0?fcT<~#=7da(K>Mf`BN%x+vP3*xAUfRZW)Pi8mN||+jhks$ zEK7d|kuyad;0gSD6=Roru^jlkt}*?RRE02ucUwT&)tQ)YWXtx!-GMlm^% z@%G%g?u9TTpe%_hplFSI!pL!S2Mu*8aGY*e;sd$l7fduvi_h0ou+J%~UYKKlI5AbG zbZ4KklUWV3)E}h!h3-{DXn%G_pT6*VC+h4bsM9ClT2)l60wk5#D;bVt}*tr&cFkV$wqeY@QiX#!tFu4$GC#9XjAGa6tiW9w~n3P7eD`xM>yBS)_i$KgPA3~$ zm}EVi7el(###UsTqQTo}wDZl4h^K$TrkXZ{FxwI+=1jqQCm=Ph;@yo1zcC`}s77gi z$xq)Zb2j6lFt<4iuB7Vx-OXvd$fEmpQh(=FXcFAwZa1~I{L$S4cjVr7|Kuxl?kPdn z2!o9W3z&0$IFeG2F9&beom}Jn9f!)?c{LJCmcVaa7NA{xJr65lwT}o>&_sWICt3){ zkM5ym%19_ZrIuYX`~ z(CMgW_P7u&jHC{~Bfb!R{PZjx!jO4N-1Z}ZbZN)#Ij(3vrU&ebWCa8ymH;*$IEl`x zm=!>U1C&BhpWhfOh%|z?Gny4<*foiMAWO4d9LZtp$vX_f^AI-3Z=^n|8xL_9tXkTy z;uI*)SE~@cYSXFdJZpc_s1#Cw<_U%K^?>S^qPPWuNY$orX)m%m*`(8UdcJ`+8dJ$S zt)hX>hFqI(nS2ZKnujpAO}T7wLC=cZhlX_iO^sAF+pOujoQwt^?1VP*gM+iAm6v3V z`FqbM0%fYzVD!l`h5q87S0pQNiRSur`{Wc#$%8}0ZeH}x(tdv)x)VGa@)Y=opf>-^ zl)+h^wHydcXh-i30&HMi_N z&cp0LM*!O#UMs5tK(^E-&wvwJ*ur~Ht|f2h1;kkNM;~!avDvivP$b=ZuNj_rN4BYs zOnt*d<&_Cm3v_>LAv-2Ih55OPU@b}~d*UJ!X`heHweuk=JVuJ*vFLKd7m2r**t_Do zc~Go+7T;;2#xiQZel=*22CzL>ZB6W#qiv}$aH(59LFa2ft-iX-pg&6M!PxNHd!VU> zUV}YbVEh<<>3?+go~d7YZjB^#1a)j5-@jEPIHpGeC+L42diA86tQpW9bGsRfZUXgTw))O_oG<_#DVE#xO;2mM1eHwi)I7yL`0HWr4i{|0b` z4GG&8yEoMm$aCvR{OufB@;sVe1Z)OIfx-K`$IdqcE$`+wXq>q@#ql#td&S!g=dvHW zA31yYdK7GMUB|$yYd;PNI#PcnZ zdJST&9S9$=otsg4T~-Nn@n3d=Fj9sIRkqsj37LPChN3tXren zc~a8 zVfQ2-eWgrZd3|b}iBm@QugBy%pGG~U*CV|J2kR9x`kFIrh!-O8(lRCDhq z>q?AUoE_}g4f&8GqJ~EorH#q&H1#0gXT$!{a`@rLyk7{l(`9?G2gUu~`OljP3Q<}# zblUT^?>oz-do)eZF5bs@aR;O*nZGuOiRK=&Lc!%AdqfkJr{wRfCVo_Mk2pd*Se$=a z69wK^c=IFX`wCkn?s{RL9WVTF_l`7uvj^h0ng~|GPt>jXX%j5o9g7{ekJNfTa}ox( zpG`S#b}Sf`4^}eb_Mv-fA>|^9EjFnMl$RN6;a`EGoc1Kwd}%BQ#WgG3s3`%X2P0vz zXQk!7Q(SS9#(;A9MR;|&?Za|9ZC!t`H@z@UZQy7XCZ3bb5Y0MGNIQ>`8Jw7?0UIc< zwFx)I24SxluZ-~1^X(Uf%|t{Aivo8?yX?g*Os(}VI4YUrfG`3kvaXp>#am<}4e6-K z>)mpD@jG69D6_0y#4Inu_#?&&@&r&)*XEHq-lVEU0*d>r7U!&eqB8~C;irH4K@OAI zj37*eHWJ`oUj3qH)pjf__UK<@*sX zGtp$ty|KgU$4oV9GnlgZ8Xx;-pfvW9edn#&+xC-poAt~|^LIE5Eg}k*;c(LsS^a(@ z73cHTMr@{}PU-p6EJ&-$Kd*n%KvShA@XdzU@gp?j$$A6V_>1;TJn3fhHfgAR#OkGq zH#BCQC><2?x)gW@lP}E_DU$bjv%b9lGEdz3(#m^~{WvkmdRFZfB-D=yZpjOP@1lkn%rl$ETC@9CCR7Sb9Z8Ya;<-t*^EWjd{ym& zHu8s!M~XzPpi^xA2b`Z{0lHG%$nPg!n4j&rd$w;;;sv_XEmh>WO=GELgamZ{G3Gs; zvx`p|NO9b}srbrW=`>x^&i)NP*>g{M6(eBelyRM?+)FtYs=G^8F|U=T>L-!CxI+xN zV=;GsYJ0LHJ1hM8gNA=2U1j>KTd?`}gZX{&k;&hy@hlPK5*EAgxEmQBQ}GzGbRDR~^pekJ|2v5PNg&VdGT+kV)osLz|`Ai((T zh>7Vgm7eK_&kpNU!L%f$h17BwoZhaWeF1FSfiK<0n%yeT1Fo0cmggV~M0s$%gt*`X_YAm5 zMk7}orDIgC4z=hwYQ>0EuSJ$Juf!*dW#IFhyJ5HXoe4vy^b4f|vp))CiL2rjCOjR| zYC5GRL$-?(9S&k9L6u|9g}W}R4%@#xg(@q=9uv9^B|OPo!S4OIQIKo=%9auquN z9y?y5pVH+^X^F>lsK2@Ic_3X)l95m%m8l2AfH* zN^{D5<;S4ctW@gDgxIXEmT<~bXT@YjobNYfjE@9Zi`7@w8@3PCGFdq_T#L~*nhYY6 zb1rUcq}PA!VqU5oWj%@wx0a|suqb{s;m=PEss@_I92}zNVWKC+GPO;%HWBIa!ll$- z_;HGF&+MUzq+JQ=WC%+&$|%$vba(wmJkmf?Y*eW(<_n^Tf#-(6fjmF3(^D#5c^x1% zlFCk4oj`v`GP2=2X^il&YT@O+TeBCTOo{TYxo>|xq>+-f#CQ9C9x}oKD9TB#F#vF$ z(6w$MchZZ5_ha*Eh+Gaf1hc%l#NHb6n~b|8(-)BJX!EDN5^=BYpC&GNc9+pS_(Gf> zdu`D!B-&8Kt;ZohxfDrlM zHB!sscCaL&(3*pI(@>8_W%%x<5~V^1r^0`8NN4P0I{nj)=d5%hNY^^oi!nFRtkMLB zso>rm5V@kZ-LRx1!C}_>r#iv@bdF=8-N69*z;yF?TH1#10^-(B2&j%)-?|!g1ZncBze-#Z|(H;=Iv1voMj)pBOe#k}|ix8=gkb8Y)y7 zE%mbZ#xbrFGKsmD%z5=w9)VF^*yY*D;!my}pw+XDw!>xayK(pCGsH|n;a#O!}v21dHHTvklNkS4^kWSakqZC%C*T`Y}1L$Q|x zrGV`&soBVEt&{R1o@gF?3Gw5{rksyD9Aoe zW+U=Y^R@*uHsykc^>+&g!be(CZV`mhMUpe$a`rx0ALc9eyIYn;w56#$0~_3mlT?DEuL*N(3PI?H{}F#}#L#LF}vx#C04J z8lRbf<<}A7fuO)fA)O6NgN5!K7=`j8dh^9%L_IM|GxCJIJM60hRsez&vQf&Fp0BM} zwvaCjwf(uzpYA{euygukpZxR_k=%aIP$2rui2}nkqKwg1xYmdU4V!=Vd&TpWM0Hh? znO?d?>%gJGjlDsc1Jg~tOy?beOwKOBf%SKVB2bQwuEr*7L@xbF@brwV``3Bff=jv! zSVi@$YU3OdpCC`P2H4Zf`tvk&BtFNaNNyb!s(xcb= z-CK~zn;Gq$#2{yB5R8A_w_B{hFO2kzRQWnGE>21Icyf<^)%^{KRK^0Td>_B@^?j9d zwjc9@Xk3T>l=&qUGi#m6yk~}e`rgO}9!Ij;!#+lO<`4Z6LI)RrZeuTx z_VFc@m15QLf(Wd$S)ol~ey~YEt&1hqSMdv1Ya1!Ju{ACsDw2OB63?=0(4UK`AP>Rb zWj&Q&-o~h%UCsULZr=xfC8uhy7+;xs+<4&*7fB7B1anxwVS0IscM41@V(!?v^z{^# zK{&L`ISh2Q+9_sh=8m8w(?ixrl$l;8Hid7720iJUwy(jpAbw)YVh zfIGlnn5{ZLJ%TlP7w#fd<{@1dS}AwqVtcGsW;Uc-^($8<)kvArEOs{Cyga^!Wk%jk`l8O}jD!TEpU{79ia2;#uRa?Yq9c)zymhLZ zM^(&`3fY6x-s;DL04&Rvc!(+=ZBnn51MCsbNk=`(y0m-0D}s~=ag!1e?Std8x0;_( zPaDMVItaZhUOOLOxGY(U2z0<5rg~|wk^=Hcw40SLZAMta_-`3`6n*y-@*r-u9?0I_ z%zuo=t`~nZEER}%=JEB`8WvT--!nFu%O|kdp-2;Jio7A_g5mtq04vTS%INt)8NPv0 z_2_*NTzmxGg`lgDh587d{M~|tj1EVF2iAWP#}x6HKt3DuRkFzi{!tGSRg@+p$XzY= z@qKq!aCIkkb06I5nnFa|feh6C>rViZMsY}yjzrsp*4}#hw4VNYfVAf{9L=fukdj)2D zu*PfZdturdlfOz&pJ%%LQJJW)>YRRVQ;sHnz6OVEjfU^Lp-D7qL2~WNtjJ)SAq=5f z+t+_3rlDbT*gi1gPC7gYHd*hx`U(QLZQaR%glcgj0i6F&jR(6XX=4LlR|G*BY$`;z?g(? zodJAyvJO{YvaS(Be*JbzwtkDh$Zj#X@p-rRC>733Q+?0e6J?!>+ygft_2?QiuhX1L z^}S{M+hX7asU&ZkKG4est}bz3{f67$^_trxTHzRv?$8?{_*>(bQvXy?tfu`C%KU$C zz;7hJ3nu9dfh{cB6>$#Fg(4IydsAU|j-|fu&9oY|{4}iDfONUEB-BvOfK2pI^*aN^UTluhYYtI>@(&M0vG44KiN zU3cRy5-U)0wU$J>ZFx*1!Ocks_?n#E`N3+(F&5KM$=m5_X{|JnjL5yfL7k#LWHWA3 zwFzr-WTRVZUQM@^XTt^M%`RK+N%mspQ#S9JV*U7Z#u#p$r#L3;!x#hL{3CyAoHyOE z!=e?@6#cm@2WY?a8=g2$I$2Rpld}eU z{U97@Awe{CSK>F0t|>6VyzZ2C^qw7^zt)0wKG%lZeQk!8>A5t1Oy=(dojS#u$`%pLWB-*7BY z+w~(l-P(U~)OWmoE?)R33#JX`D2!or`$~-BVSJgSsy9dLDHN$GQ?0n$t+~&JkY%(n zRQ)(%))xVGLG4lin25b&2R3ef{G4^ZE_}R_MgxYBSbY|Yx6ves76AjC2D5rs5ocJT zP45b6;o!oRc7_z9X`p`wa6-!=2gMD_Ou(Ih>d13Wo<-S7a!!2gyUD@HpNS%x)8p|v z+8A!4Hx3J*`RpsXoBN~KwLoAqBQv8+p}ei!?ViHv_4GWv9Uk?fL$L2GWh z85dFpvpdZD7|pi64D1`??U!Ufm=uew6H@0Rme_`ZB~{c(|P?WyIw9>aZxEJ@Doa__vC)) zs~IVI9uL$upmcvy=m5tJOa{>|zb{T@B!Rj&|FI`_E7jG0rw{IoRfde+b3FJ>P(c@Y z1y`-rneWl=Qu~}F62Q|>MXiVZc>c(+TIV3*Rll_c)PpkNh9Ldg{+sMvH@LP%hhNp; zZv5vug)%D$CVxT3bc>tT#7;6$ir=f}2r?oS`)zoS>EM674l=lp=n9a^o}ATEfv4u3 z?1|N2&nkXo#Y7BwKr3-8mwUcjQn`ThQn(6PTMa2Q_vKP2nO2Wv zAJ6Lq@^Xl%G}s3()uur7i!PJuFR{m-O(kxt*)mzfp;(iwo3_Ky{Ziw|d_Fq@30J!W z2!e9Nj^ls9K3-$2V14FJmJua~SK@oAZ%&yX?x}tBhePdZyezv-eQK501^$y*c-mWJ zipl-6o0Kf+C3s_^nxloW657?Qk;|T?1g36qN$k~{`UD9=e*7?^ty~YR0VH2BN^kR+ z!XofU`S(x&T|LwHFIOJ&Rgv+9sl?-U;UM1hcNl-R)K<;ooYDR6<(+PxPb|oHd^Nj< zM@>)gI{BQOoOHEujKs$*#Cjm1boPtKm2V??8Oq0c-)1*ynn!ensmc4P zf7gFYa%$WDc!x9_nfiTsOTuQCl^I7xB&K!zgNMR+<+bo`a5ceGN>+08GB(&ff2=Hd zWv>#ORw~e=3hcosqF4@Rnpba(@adyjfx31i@PruZXIj3GR5AV}*L`4v`E8R;{C!Ho zQ&>a~wXiez)%O+o_>eL)27crZD_T0UWDI}ypTkTjX?tqkt7r*2;Ue&^&&)FF3E=J;-O4Q84t}cr`V=BlR5|3EztSNua1_sFQViEneEoXFE zEV^J_#K{YOP9W;lNHW(jp+B>!|2k#j7hiRC(r4azkQH!>%xGFjedaL7;_83#eLb5Y z!t<6A{sKm86{ZsmwEt&Jt2<04hQ5DoS`qogk=5x6UUxw+)wUAD5LyxuLA|)qN|MUX zA&N*F)z8F;uS@6BjdDGzO5!!15lQ|dHL}m9shSl=5#Kf6%QlPU&*+#qw|oy&f-im) zYk0iJ9U@;&2STtF@*iqYKhFoqZA4KB6DZx)rBHVWo|8j0^yxB#`=8ql?6QCNOg!W6 z%-hi4{E$wPS+B^Dkd|nuo5;IsYkvOZeJbW9*M4*Ym;=u4#c37fB#&3X^l^CkOsJL}W8yN~mrr z_*eFTTUfI|+0Sc_{Wk7| zLF6S;I$3DmBuVwU!U7qF+Qk)IRu$TU!G$WyBYEb9eN|8#z}7Uuv$zx7-CY-V*Tvo4 zg2O@xy0|+8cL?qh+}+)sV1c0dxOH#+uYdKtoT)Q4=dGvC%yd`w60nSL6vh2!_s@Xn z5W~NWZ0P$bj2($@ShAJ621GEW5!=U zg>+iS8czA?&MB~!uR)4lR}F?JfKUP!w$C89nhSyOvcW%UqpLIyw6CXaP6-^^ok7;= zo836^Cl8)@zvAy;@t3}P@>*StV1kKKP)FweAaGYor;Kk)#2X4o-f(Tj!F6e7T5lRj zjM*FFIJ)XjGr_=ZUj%HjVw$BHU8xv|3fW7Y4o|@yC1C?6kz_2$&?|6$o`MM}aScVxl*M z`no3T$acozqQr%kR9`fLZyIIdYUlNgo2Jc58P1My4xV0BR%UDSN1IElh}?~7!qwUqOU$3NWWo=ZO` zrlIm|N$s-2&UEaS%h7;TiZyVAFC$NbzOy%!zmN-$9L97 z#?R4SCiZHjNaq5{EEiq8mk07#;zy+kjcJn(t~^&*YFTe*>Ra%dNMHkD)!VT$_E7ED z{j7Z|m~hW4PFfaS2BEZBf4MJ?G&WWT!VRyD>7`s)4wi!VU)vQRaTF|KWBy+rc4*G? zmd_xcRlY`El!!aZVVxG$i-`1JuOY*IB6G9rpMNkVR7e{h=$Uq2ucy~;gw<*!FyYw8 zz13+|4XF)M{tX0H{{ZLDVKa#i;emcNWG056$3!M-+4krtb`b9N69-z-bek#Y){`dd z=*_iL8N9MJ2f8ZI=_j(FCcFVczn8qUIv;p(v=h;5Ap>bue`STCm6x%S8)Fh`3P-g> zv(TPU*SY0efpLu^3~#%~?_ z7#z+^ND{Ahe?#QGJ&cTjzlL1HrK30Ndg2riji!11DMtGhn+Z?l#n9S0phB%ASK&EE zdx$`)Df3-J7&uJ{6#ul9cT0Pcl!%DUKjG1I=)q*2EE1DnQ@+}PMV`Gb4vn;$(n=g(La~J zSmmq^Am`aK7ohu&t%b3*rsD^1Dju?XHff*HxGa+~H>Z1&KoS0>j^EFq9(ldE3qLyA zKDq1e+XHek92vdP*FEc|tEld?`92i`GKP9(@gs5e$nE9`!M?wxOG9ZV+6WBM%xVhw zGq2apGninVjR3=?wxPDf9&(RX-FEjkavP@VWjD`WwaKSA z=w=35;H&cV>xvcD*K?l{1O`gdkRO%R7~q9gI3>&k&{A&B(Kl_K&XbvBgI|4ydmsJ~>olNtHOYeRf3fK--WuBCHH(TIYbi?Fsj+FB z>?kg;mr$#UR0=wLw%zub(7#kPWQZxobtD91_0tgu5M0`Xr(mKLPSgt1NwKo?h%ZXp zT_&er_fOa!8k3{9lpOMjsgu>1Jw%YxO2)>8V1!s z>RU&kg(E@=kus)Xj+~1>9rEF>(EGm+9H#{ zD2o!qmCd>Tn6e9<#mU)EgGt3xKoT1ss~pa^!AL$XND<~{QOdEZ0->?r%VUwd!Are~GBAn{Gqkk-6V6f>hZN}f=#h9FHPX92 zz1<^pC^?I@#WjCh&AisW3zFL~o-g z%gV=w$JJBF@PL^V!~-3j4t3cb>G+}UL&{ji#W%Scuu zkcxEhsg5b~yuFpp*L&rwOzVUm#kanXLdKo6`9zq6HDB(u38-yE}AP}H7ZLo zZ5>LydDFJHg@x6;HFbg5VqpRWqPXyvMRL@^s9&U4_LbVE`ZxM=PPeq+ySpmvV`2$& zk>npOxwru9<#wQ)*^w=5X@ftFU%r*7PmuM*|>bNOc55Qn=j; z65mz*+4V}lSV&ax6>N;l*NHoIdf%mz>~z0M`wh?(Y+ExUE%uB|9<)Cg({cPNUaqW z0KtVH-JQtDxC@L=E^d%ZJ&DIp!cX}gFMEtxu4U$O1N^C5kSt#%mwbnx9GS|HAV#A- zD7hB@muWr0h*r#gf=zB9aSpscLcts?K|gITmt<*Uf@Y5he@FZkK?!LNJvOMit^#@X zH{S(zOp!9z33iZj$tUiaQbxW zm@%(V4cttKn}5O+GO+dfvY{(BZ<)C}Si{sMvlNIqd>VFyQl87FwdGca&>=s|L2DOuRr|!=`9%tyj|0X)nZYY%XmTM6aaLcVeviS$rZSy`1`~}EGb3~} zC?NxON-1Jsn^!c<;o<9|hL8_MbG`-2Uc>pJr*W|>ewmmVY9$6s6$J5!HudV2OOWxI zaq)z?nTE|u3fyeyIAK6wWL1lBQ`0M%RwIII=wuQjiW=ezJoLhHXjME1<_`+LXIhWS zQ2<~6YM6-={9xA}#kQd;d@{MVJ$44`BiLsvQ>OQPu8N}hTG!H4XCg%)9JyH{c_-b= z){?wnL1}WSm?;JxBK*X7seahONV{hugs-AP+ZBj@-7(Qh)c$i6}ji^yHOZUN8@fXRbTszK1iG@p<2>^d~H5Oxg8?`pPP zhke#ebv5&+swasqu%znH6{r z$N>qbOW*v5YT`R$?;r&&BHeO8_3#k-=Q5ya))uzADS&%p%Z6)6opjX}i{+rPva-Ck zxx4-O?A#v4*mVcBqVp=2FDEa}AFLT2xP|eue<}sEOg^B!5%*_B1tt>Jt4K+=!)O%cQ5ph*Gu?u z1LfX+x5C8R25E-}wc-W`mVp`ufpTD$lBawxpu+Gx<1FdD73WzOOL&NL4~ee5MzwQ7 z)10V)tDl943WQ^u_+jk4QG_J$MF)C;LjoBpQ1!$6pjwGwXE8dmJh>-{L_ejN0ChtY z0_OOOZ;$-S1FK+{+@_R}&xUTn=;jk^uyww0PJL61a{dYFwt9}cQ8cnQfEHOWHZQv(7T=7!7|%^m`6pfewEH)GdEFEv4(|qzVhy1 z{~ON@*T1HdW7_FQ5o-H>gHRLN2`#mId+;xVGH-EisPNjIb3d)^Wm9HNgCF-j1hxHU z$$tWfNeU}|pR;`-Y_;kTtyAkv@%Wp+{CE}W=UDn4t|11ZycDA zF0fyd5GE0=hr1$A1gs1y6eLo_-~QJ|VD9kfCO~q9Is_W5VtVeFf3?e``S$j4r5K!o;Y};8V=CiO?&lYjAzS0N^0uxRVVPMmOkDnro~xE-Lx5v+&W1R!QET zN~T&`fnF5f?y}JTJvk0IZcLIe!GlAPl?5?jCW1)--bn?yer!V-c$&+;#|J&%UVXXB za{3-%K+)LE>ee^}@LKKMpp?=cHr+>mB zd=xP_>cfh9X>(dqcR_TQD;t;=BvpMW80uvY&y_`BVAwdF^o7VfSdgv{q;}Nx&h3UW zn`fI9xoQ!WH4#Z^!j^Z`!RlKGx#`S~Jogvq2y-$%oG-IVBEo^GPaB@WW7P=6CQ>@v zbr5wNc_mE*GRT;(box5=%lqo>oP17Jx~xYS%L%Q_Tp_2?x8@0<{-a?^sRL2Z%>_8Y z+M}Gsw0>cdYDcjJbE-NKZdlbNyN^#UNsWCbTCl29hel|_V6v-8Ho|p;Wu&BdxB6S) zCjGN1QV8S1;ZgbKO5gSD zk@$Gim|4Po8er~$+CXtVC~TIiB2SO zL-Uxp4hLxiC+u77wai_rB`s&MB+t-N@^*9yGFh?F)3MtZGwCI1nhQ_;Jwkh zPf6UheLoLq3u%8+xL-}=nV_3(+lBkSOCkmoLU}oBu->Sa6@IkZF@63giyKj< zeJ+??c24vMIS2^Dscnh`H;?-X0t5!ZYhK!UTxL|oFCaET>z=pL3d?DWl$Tu{lsV;_KpE3=U~NW`kiNGtE&9Jo_W{ouU{Z_@>rzek zS9hl$#+L-x3gG}JK0vYp{-Px6TF}BlADx)^gQ7jY@47%`+tR zU6n9vkuMK-=zo5rk=>_9Z;f6;PJN@R&EKsO>q)Eh_|dJ&qmi>N{}}J?H>tH`gCYa| z^zgLhzA{t9-B)+dkm*`dF&=-?M>$&iyi=QP&OH(#Zp0}K$SDd)p&7NRp_-a|Mifsm zl>&rvDYy~3XJiG7NEVREn_tT&>}kAg9A>Ev82i2;fUOX*y!i_h7-J2PL!eZSqaW3q z@(R5|H(;g_CPzk&2cx|Y(UBDInLdM;XcW?C(pb~?ZJ8%;8xx>gO@&5FWW7d~WV1#H z;m>iiYl~(|3Yj6k$;^L#dgL>|HKXD;ehsJ*mZ1*tyWaiRY@0y1HTiSa)NIM5q#f@GI)qwtXx+YI8|A$!uzN}-b#DSo+drt2 z3ih4>nP%EUtA>=|T_tc7DJuqLrJ!2q$>%Qg3M`w^iIZh*JsE?Og5~wua&~{l-t1(^OeR#^`qg$jk8AOGAvj_gzqV{ z*X`Zp)E`^cQ|WJl$p0iv)S`nUN^w43(Q8g+OkZ+Ws3|o)6z*;fwTB9ZV#qUqdqO;^ z0?N>ovGg5{OT)6y>bK$#_9;*di!#3wtaa12TA>mvJx`t%PcM~ZLf!?coz-QPxyzMK z&u=x89DXP}W$gvkwHg!Y)L3VI_bA*8>hY|y*6&y$KGe`6->62lfrNv#5hf~*^3O!A zk#JcDR2x>8FKi``p3J2OFwJrI40_dulqu}1`@c8hU5+q~)J#-WT4)>p9;-4;4Q=0y zW<6T4)a6`aq4XBgHXfZ@tY~Hu=yblTI?JCcX|w&uOm=yBZ%H6wytB28Z=G1dwXSLY zx8t%Td*YXKYEonWGQ$M;m-30NaR7R*+NhuBW^&M_oBFb6!155@;XW~8sre6`Kb_6p z_;`5Yw(AeVgwFe0%{P|tvkbIpr;y#>2b|q{l)q1q#HyCldbbBQ-kIeWW7{`?Dy89H zRqk}bdWvH=jlSNG63!6`kEOL+f!;T1A^X;(6we4_dJOl#1p1zxwv%)Yg} z%}Mp_R+S3rAN(dtRNo{#AJ?yjG^?@s!Zs#&EPgWn#t-mPU}q2R5!>s=iSXa?s234v ze~=5Qaa*sHPU*LK&DJ{dK?=u%i;FEdfN;1HhCvnV4rfGdjr)tsj(#s^(b=0vPkO1f z5HdFTIYKk%27O;}ykz5NH?bDkM6MMYTTo_LS$Z|qS&4%DN?0-op;pD1gp=Nho?i7Z z3j0~|-BtFpCpCS*EGb&JZ~{d9RsWR<-i&IN@Hq5(S4DT30E=Z(5(c2_{v#WZUJ$1tx$Aj_DJuS z6z<`Z&bP$VpDeVIhbU>D?J^(7{M*s5^Ld4OP8Qv2_|zk_fb&qV)~=M@9zGV$97}1e zamGNHIOPohu4T+YVIU#|_dUEo zs&J=`dIk>nLLklUq0I!@2&UREQ21eIcInG;dPTja`8boYK#cFAJ{Lk8m?$4;=ow7h z8s8IGUCAQk$NQ$X@<7jLc)Vy-a}LxE)tzf9 zwcv*-)I4@!`vT(QgnKO9-*4tK4Qm-mD91?lQ;hnO!|@J3@eOec3trX7J@`nI2Q99p zqG_MXQay1l5JUYljhXQNYQJAi&NnpX0=NTqF^`IkudA(e>)$@d{2OjoN+k_Y@)_zRW!U-5tWp!Qs`Mrd5-sC|pnGtMmwbW38X=K}XtoD%Xn*Hula{o*?IORcinY>ee;oHW zSUQ@w2vpk0gcw&MtGfluE*PT*d2hUUUWGWS@W@^PA3irdulV>}si)$)Ps zgT#WHxG^tCQod8$YhBp2IzIw!$`|x+Vi(V3Zm_)P2*qWrx@O^88w9`=oMow~+TE>l z1OA$Z6%$bl_42jwT47D%GW@3%-N`vPAm$vygx~}UcjyPCd;YweM{v~&81EPc-r1?* zi32648<;Z~{j_b$xfu;FJUg1P@ zNV*1;*gBa`^(KS|J5eIxM5f0a5=Z(aDF4jhDi8$6``^%N1<_MpaY7b3Zy zN<%HsxX@mVFwQ19rDkiYCFQJS7~@&Y@SSX4HXX!OXT+(XQ>fFzkYrMAWiOXqrAXoG z`{O6u-8RQORT*{a+RsU;WCwj)%mC(gc^eRs*gCr@^n5wh?4HP*F@)Pw@*k7A>5jwI z>z}QEpCYXU)6>{^V6Z>&rD3zcoHFpRb8+*s^E0xs)3UMA(gRqPoGm0xJuJ!SBn3Fw z*tys_IR2NCM#~Bl%fms&M)n^qF(DxUtEP{OB^j%VnVp7*BY;(zjGGO>DsAiL?m_mk z?EiK4*m*cO|J&KC)>(I3lSL0WW;|kFO%6G#kta*z)^I( zJg#%LTYMi{6FvM~UfMBzI$u3YHbHlbZUt*fvAZnsowEqPpgTNSbYowZo{CO7iehv( zmeQEPWf0MiL_+5;qJ#_5i;DywpEv~rIT8~aqISFidIT((?DG!*1x_dzkb=ZSlt2;@ zffX4K8A}p26v?>x`+`6I+~cpp2*$rDM4!+o=r_zI{mJ@zrx64-C9ts~7$k+6F!EK= zT!MguijDcw@*Zqb$z}kd9nc-TNQo4b2&!D468Z?UC?a`qDHKB92~u!6!XOmN0HP%` z^q&t&WgTp=*#^SH9E^DHH`(ZPvtC`ye1Ly2mjPYZ06ML_pai$(GQF6ibYsJJq^l-i zphHvXzi!DgVcBNeN@0GX;v;QB*UEq|SCn1f*5Z<8`(Mutc~7Rb#=Rd4-pufNibhe3 zQfBu2>V`W4)&fwyRB7y+hJOS+;P*|;+Y1p8YJ5k`t(3p{CH~O#UvxKGcwZgb$s^0Ay~glGjk}rY-TY5ytIen555)uZE*`hW zf_5!la9^qUbd5~ElZ?5bq;)Gshrp$^kOQdC5qyo)OWPwz!lRwVtM5Vh9Nk`f^*bz$ z66Vr|Z(nIAG>>ULsZ;_?{Iw*cJJ|D&KDU^8oL*+$r@-Yb zpr^=(dq~=+hqIGT9!KEMoq!j5tkS}5udq8;@bwkVmJsoSSUs`vhD>Ehh_vGccDY0S znD1V_QuF3EOQL0`;U`YtFqZkJKOgBB1$TK;}-WGe{@(i-LzUuwptt4U~Jjk=)9DBJ^%H)WV2YaAlv8FMaNc1uL@~&!;9fPaU{bVQ*z3WR`NzZoK4Ap$p#fZ zofInUxjwlRb49zIB%@Ma>Kt3~VQaQ^luGoB z{k5g^Q^YhV?qy^0TDBn-gKf+T`!*cR)Fn=lN>pFV0DjZX788!@vwQNXvNf&O;tl^Vb2Y=>WHbp?J&U9gwp49NBvS07F@o}c>R?Cfqgz%(L|$88Dk z%j#b!$vd_M6M9B^o6mw#py^W*1Ie1_yqmK+$i&8>^9FC_*IRP@ZM(CLdPNUEYEN7Z zQ&9Ud!z>b3QpVxkJ@oHDlq-dEqiG?nR52u`bjz9c=LHVYeW=%T{YVhsBK~Ee6anq} zHWxwyFR zS_5ZJI7c|~t?IUExKNc*A4bD|e2IGcQe<0Mu+E^9+Ry&NX~X2**#rJVE`L4iex_E( z*%+*X;BHe5fn{%Nr1s@NM}3Cnu}Tgh!O=v254owxgAnO@4Kj*V)7^RhDTkFtVywjD zX;Onk;q0UJ(B=bernUyPx(PjA94XHhm2V ze*OWizB;x?eY5z|MEWor=l+(KX0y(oLZ+76{0?I~Cc^t)X5&wj;(;Lt^RXEMST$^Y zEy+0eK8OiKrq52sNyh#$sqXCTLB_$$`$1*u09H9CE9Z}h?|+dbnZ6La7%vwW7r%rU zACDx5B%heLI3EWWHxEA#7q>V!7dIb}?EjyF`mxdf?zVWi*~tFOfW*md>Nuv@-~W9u zVxiWj+bfrbI5qW?+_TfNs=WLmAYUlTuH3EhuV}^fg;eRQW!{CXF%< zRoJ@)0=1Xk!0U)Lu$(4;85Gijaz29?j!uy$kroQ7%Vxf3^e}--yq zu^6Y#Cp~uphK-f2dR{Tb20@#3U>2-8L*noTN4Y-C<4Ee%_ zMDh)%4t9uQ5qyn&)S8mR0(~3=j##fmxQ8KFU^9s@%Pvs(S~t$119NUddHMDf;v&G? zhZ~1_?N(F+_5!}LbLSngnq>9sk~1Y)b7O~wi3Em5Lo7ZZ^a1Q~dQT!q!cn)k6v~Uw zm(N(`SnODBnEycnrY)vX6j$U2J|irmpRUI8QiI$)iM2WC_vjMo3QE=3;Mp|s8IW

oRQ+N(nX;a$2+Bf0q-Z@wP87VQ+ag==U z*s$ZQPcyD=rg(W6uoDCrVtrgaU3clNcwt;8fp|F8->=l7~cM%Z7JBdXRA3nzp d4Zgi6MKMm~Ov~ekAqDX8^8=`ZP;_;F6)YZ=k)`1f_yZm(4uJoL>t)>8RhHSX(UH8z{- zfD5=Pbr@yk)k>+bOj92J!{c$?9R{qYofNR1ETQ!jVN$58l`cZ96}SGb>c<9$Pov;& z-yJLImtW;@0+FJAWf?|k27lX7p-Kwwc)K3PzS@k^K6Tpb9Oi)op>{uMo&N(i(X{v1 zt2EKU(cJ`LcGns<-XG70YGBMmGwuS}moh*ud0LkG8pJ%3lKNW(PB@r2>9 zxjVK>v<^DFYXllXsNg)*TgHqX|8BbD5$;<$9GYLQRTR{`r8081q*NKINZYejaZ(*l z`^vX_APpc1X^GV287>QTRJx;``tAg)@(dS;Np6P=d8MyATfe+qp( zK_0~?l1EM(bT^O%+phhuk#WDYd_Y_RvS;Ay_WsZedm$YS>xj}B>9o}mX(rdi4)B-y zCV6Z~<%ZGC$iJJaUkvti<2W&v_6_<-Ux4z~5s z^ws)Mhg`nfbBzv8)d@)iktbfuP`9IWtN3Sl9LD;{@WZ~@>=^`-l0j&5Gz9To0D#f` zv)+td|L9p2o_}nXs9*!!YiM?lT)Nn7mPBT2A(nLTO>?c3rF85hYv!MBQ^R=3HL(iT zd>U>TCXRx@wi+wXMFArno6`Y~R4$!+SL0cZO?nZj zc$;g6tG=n|glPbI@l;K#I8=}FZZ8k+-L<9~m~T^`Mt|Nko_Lhvi8n269!n40s^-$f z4ywbs8j%wq`b>vK&pg*IlS`6N6_(4XEW2K*JP(Sp@X4+c_<|UJxH;hUAPyfQ&Ao?b;h`I?U|YHj>R;g%HAi_lx^T}Qs+svBgrtx4 zyndh_X@T4be?gW2jR(i(H`Bvm5Wmq&1)Moh7-(M&GJ=O*?y&CaW5H1h z=9Gv&z^h@*2yf6s4`mc8kQ0U+a%mDfO+Zh|EPoBW^o*fHU<;-}%JlRX4>hSY%oFVj zVOm+mOEnvcpW4vn#5w4q)69uy?MbNP_~iCGPBx(wHd@zBHv-F zX)%}YeA$NziC|(KaR!}_r-|gb0?7?4WB{T3XtMmZ{;wSvJ5T zU4LQ(ynA<0Yt^m!9ttoZ?A_?{PwyfB!+YR614TW}a_=LH+2U~bg^a2@o+`f9En|oU z807|mbv4wJeZ#^w^cW-X3_*tmn<5VLRII8updUp@YAO7@v7K^wu(9y+Fam8&cJ)0- zK@BTjWh!_NtW5_$5atzO{)gbNoHlO==6^Qd`|KkXB|yXp0PxHrwY1j~P;h4U8X%4p zE9(Onfj2Th>?jdUDNa&RCJ-|z6In{{3Xt-yaKO51hpDfyLC|QUNUn&aJ~Sx!4Z`nz zBRVr&7|oKC^+8pAcRmTsYbt`F{?{3GxfwbS#xrQ+VmGGBITsXcDz>cPrznl2Re$WX zis|U2&98q&(p14Cl3XB#(KEINRXuWtR?;YS8f9R1+BTXSWbWMXup&G6dl^AHCP4<) zO9o3UA|bWdbN`?xz}i+$s~bL{hkf1KHv{xqCi5GqD-vLZ95;d>>OhaP>L*lHj0UT@ zW0JY?9W@$wY4*pC+A|z%DK9TicYn6+JdA(|M2?OPt7W={^`5%Hkb5Dt0$8aogscH$ zP2mI$s7ww>BtgYe9nF*k89q>}mGp*H&UTo<11#;8kDgV7>6#a_Rco^>1VDWW8T_FY z9IE7#I|UG|jx*e}ixI%c*!0c1-txB6G%Rv8zxG|%gXMxcRZc5_1;G|U;X&InPRw#( z!_KnP5ZLadU&cABwQ6hBifWoWNu!^25^D$ttWZg4o{CV6hf; zvX-rU^6iw9l?O|IHII)(W(@?aMrNcEF%$^po(z_aDym4gm*Jclw?2MMx{F%*;0HPUcDUMr>0y6?`olf5IPwgvn;0||hmITU*ek)vkAHt(7C+xe;kzGk zpl|=rqaUbJhndo@hVb8Bp%bBR&}pS&GyEEtdLDUy6~}HEh2Ba~PUcsIx05C$YmNvN z%Y8y!Tf<3_yA!HU=QTPEX{+21=&k9wg#Lm}%?&r**7Was+qjWoTz8SX9^raAOI>wV zXBqhy5e@cQ2drp~-dZdZe~0?MUiIgeapZ|`JqK<>HXNk)wjq0D2d}CfeFPw+MvTO` z_cTy{5B~xOZGryAb4v~fL{!p%-#j2T`>xptOm2^4ax4&X^6PmX% zjy!J`^tL?H&$F>IQ%g3M6)Y+UI2;(TFAWPUEp(PIj!jyMphmc6?+}3B;8mFM`Ch6c zDEBv_!vaUu@qBB{DOBmYUzeO3*h6krm(HtyKqu1{Z#+Y!F^WnN#cVvY>v&L>bZ(VKAoUk9~P{0E23xs z+~0%MyR?MvCN-HTAl4$t0aT9u6=Ph?wAj@B2pYrTk&AN%g8eF~K*rxQ{2ck_1uUa~ zc%FWkNjvzgT`83w}&He)Bs;6S{w|q z{O?cfzXj&UOfYw~awr)ANQIegf_)}`W(BpvB4~u>IQSMqs$>LIxY;-Lq+bh?e_Y=V z6y**Pq|=69ah^t{<2;?eo4A;HPb0QH|Kd{$73f)$2g*z(Yhm4$r@ovf(P5dYX%^oD zMPewe(rH60;*ErMmc`ll6%)sJisOl7Rv>LN8sp|UX$v;9)f9CZ%|ZoGhgJomD=uz&W*!tC zkkA029rF*`{=1RZxLjE6)+OYbrsu4O_E4>dup`IbJ<1SH1|SxclymDLl@+HL_$6)x zEevMp=n()kw>T^x@o%&M6ECQzJsE#mC9v5K~hXxTPCq#AF5)lKSRp@h4{6V#+D6SqbQcSjH}{;WmWa?3RB}5jxZyD2aqwoy5Na)%+Tk zt0K98+^{kJ6QIlkzwj;B4Bc)N##7%gN~kzBTS%iz9gPN+-=!Ck=cC_$k3bD7`I+el z9%r8Bltxm-nd`Zo`ENh?{I{i>MQ}%+*ssYq`;Oob_z+`p)cRbsu?oR>Fax~yOp(FE zw_N8|2ErL$;Ry%-Ak2IE`^Nf)wVe`Me(RYyjl*ct2i|)pPPBE?@TR_U9M0c56I@RG zoKrfB!l*3gPU$;i*zMqA(J*IVrv{P&hKl9ldub*<2j@zUz~AAfMF!6(_T?Hp8Di4XB`%aJ&kwXxVHC@lPsIUAFD)hid4TP*{o6_YJ@1A27X&d-1UqC z0^b2A3Ayx&8#I%)4dx{^lcGF_i-f`}odMrb$yHY9FfL=!bq<)XgX%M8&@AK+qK4)- zlfe#Pe{bHbZo@hMTM09p?OcBz2Ykh{IMd7I9FLuqQmkrXf^l31Z|ka;d>AOX2ZrUg zW~B)f_-+&&sr2X_<(cEsJoJ@JFx$=n$484bgL4_{zD1V^I=@d<4+Jxc9s|{HcKj>c zCKgVNDE4pzP`BOrUi|1XKVXIHB7uM=w>IvGf2H%UJCf>^=+s)wV42<5jN(i;&CdQr zqi3ld;K88>ozp5aNvp)P8cs<;n5D!67cl3Q9&{slwB86S*#E( z2TQ^e5q#4wTH3ATN<7SJvih)qR^Q5NBbbEQBr04d>J4LLeNiFD0RSBb{2KCNTecuA ze;R+Q?RFZl8%cfjoW6a(?KphOGl)O$8GNYkQSp3=^iyDRF5!c=z=B4BeO(Q|FhrCM zRXa`@X5>6DuL=_t$^%C|XvZ_C(vKqZak6i84vU#9<&rDnb2jKi^1Q(9jOfsVosJ6^qf&blmAEW3!vGKzpG$q0&R+uBy zNIi;vx=w&$-<+Ub8g;KURtA$yM-McKOOYEfC3AY6LUYNhDQQs!@`wvoOaCMvhzrz(;Ha3N z`}sgVeWigiFN=cP6TAaT(zs{DyRU9<7<&5(9Y9n{OUdZt^T14BI*1I}W7V!KFTe>F z>J8|~zZqjjD?`5sZeX=|f8&`Jrhv%lys^|sFLpOQ4yJKshUm@*uX2G|pRU0-4^gAh zj;xGm*bM<3Cfzr6jRouL4GWc$f1*glKXEJUinXyp)Gd=kkMM)ws$RZ<;J7i1{al$q zbxwg4{JAs(5j(Ao=0erLvvDWvLF(!-F5~nj8=MXT)YGSZFm{ihf9Zok3j&Y5eIm;! z4~xS3w~II*v0 zqEiIkYX3q4v6f%Y;{oUN*b)C`{0BEuq<~0kog3M)bfH@?4~|>_d53EPs5Z>OgjDU?Yn_q0b!cm zEGe`I+VgQunzc;{g+}cOl>-EwlPQX2N@*c3C~DZrAg&Mh@!1TvkQ0gSBqs~N$^erd zN2x|uJYi|ye;NBf;j9$ux&7xElcEsD9SfG6z4JcF6K+y7f=IGPtPP{Ji3Y>!@iMHv z&|aK;re`&mub8CDD9rGCN?nGjFA6h@#oT)06~IH|(wZP|CGs%^BbG4|6}%?+JBid> z@+3GJV0Lkd>?Dk|1nO^b4N-(a08Dm0_1BpF^>h#*f1*f7Zk(O(7FvBFM^i+TwOB+8 z`@fK=7RGWprJ#s7wudzrYDi(!kOJR&MTv2qH^O0fP-{ie>~T?UtR3r4Of>xD*hfI> z@m}g}hAW({=+c(Y;#YIl@WIj)-C1E;ISmAiU|`VwQ24@Iq;O^{U(vB2MSyu?Bhd@mkwSvn2c zdSlyd*9_KA4hQ4xb)i!))_n`-mpbg3N;Z_Yt&sfUMsvl}u5u zPslpc6#11d*-i|MY)Uj4Kx?X3=vW>0&CX|YrN9HHZ|H1jn|D8Z%8$OAB4e_#bOVE|~~KCWg?0l&%-6(Gj^69x)L;iK<% ztO|gQtT@Li5(bz(OGLt`y>xSR4Qyl6DY;eS^=`5EQ}|_(@Td7j>|}!%l$JWsm+$h8 z1ma``iTMlyaqH&(o($L`mP3^fxuaeND>jn+P15 z-q&s2OO_hqhsSoa2P3aL4~B0q^#tRsBKr|N>dVwN%w>f~u_DdvEGZb&B(R1BZN=>_ z%XMAzl70lxzUsFoPmM9Mii_NbukXJ2e?Ig?F_W_xDgiNSW<~!ID@dCK9P8sV+NTKlcR?WI-;w<8yjZMd0EMT--Mlt?pOR>f2{u z-8}p2i^8ljRpv>ty184WX{l0EuJSBWd0wt=cB|KGef8$%zn?|Yh*}h?%rb*5HfbEG zv`AN*M5{E_++^tP#)qpo2wGQteSNhtX_K588-I9h3-+}w*>?S|Y3~QWMZVrwS2|k% z>ncudlT+8U$b-cPk?unzpX`+2k^w989|IPu-y!n+~R9l6c+S z;eR)xO@J1EeUZlA-sh<*k`%h3=D$X1B$X1cQUa%AY@N4XTy5e!UXOv^Vy!Zhd%eY6 zX?EPXGRE~*wYyM1nJS|417?-jI=D00`u$VW(<0t8HMbc9oNnE2>w)(XXG$A+Uymc8 zkU$ysYZU3XbiTA4IFzJRSrX4rr#&BUYd1oPh>iun9tuT(Th+GSaau5t)3((x_TBG@ z9JS);gE384C}8O92*6LUEXFh10^6wz`KS|iFLgpdut zt&~i7#03@C%x&8Yrwr(P-?S}GEIxe`xkE;EQvSZ zx8l#CIU=#9!^1pGr#qbG8bBVmgPQGYTS0gYXLrm4nk^LPcyuxv7@&_tfYM(>GyWZK)x zEM|cNfIIo}Ci2y{b-VLn$F=F00BlI(VpLnF<17d4ZF1oFoRxqQNsuU|0C2 z1L*7Se1E8h%}@1t%QvRy8jiAaJ)Fg?;jtS=2KDtpL>%~6wIi1UwHZR&!^EaEa*2~N z@#L1;6>-UoQbEB)>7a1jcZ0xrk&59rdx6@ug{CoEuTJMf>C~);2BgRaS^HMxDSxcx z?FwcI^`Y{45I&ATU>-XLH_~cb^<#J6SEv0|3c^a@lxTaiLPouN$2s1I46Z8h)0$yK z&Eea3)s9vSY2>>2WenVT%;31 z6`6xooShw4kqVE-R3i;&eS~7zijxT*AOS6tDjpwyj$&10P8>Z+6}?J9G0HQnVpOKH z)h1G9DMua_LDL*0=&8~qAt!SQImsUlXWlzp8yK!osW$#_LP9p$pnP4{}38R#bVm+@gc(gt@VDoejB#Y;fJkk{0R zdZ4vYI@9x`@U}viOie)Xs%|@^YgTn95Z7>j5@Tq4q5`xtheQ7rm@Uj8FKmTt?wNNT z`o4rjCQ_y>KJHdFVFZse|5m!??sjyebSYBVasr9c$y0YHDgDa>y~^d$lkTz6aYB?~ ze*JwqYCsW2fq38yXnTi-<_4MI+{z5J>*PO%lHq;MqFGm$iEWX8;IYn!TUab&!0Jzb za+!c`Cxzcth|^~&oiH2-i3dd@OxU31Y}+@t&RUTsDlf8ym?nzTuUaQpMYMkIoj!nL zfE!M-G~^}RvJa?7gssVv>MO-6{@Qtt3-sjsC1fg%NJA| zsd`#QtYBl}whj!M<*?teJ+}Kpcgr$=!(s%jf#2lbRmTp+wg4&6&RZHTcIpk;6`+Xh zdtAGg33VvkjB<%e;3z;uX1nUEg(c-PvI(IoBdnQI=e|6=;Zv za~9oAT+pxtk<;ePeT`^~)X^~>j41xp>FR%1HPc#q#Es+2Tsf^NVovF zqqiV#?G%^O95KXpwgo?-PBkJ#JTtRz zH0W%fe;LA_l6YN8#(p+%kqIZ%ucozqgrDNyn=HDizPWk!&u0jZRx!*`s}y!u7qQBd zY_&Z;d;KO_?Vu3O4wSHea`iw}kE=9Q29>GRVfE_S-<@mBU$69)C$O4Ch@!*D|J;(7 z4mngG65?E3-80*yEMU)k5u1BUmH{jmHE3MDVdH2bMgUZ*bqPug$dSYvDCcfER%FX! zV$G^%Zmxp@w!69tiOA+uw;6}}aHkml>QvXe>(I@gUzCl`#2&7HGcs#n{vgu>$Z!M- zv6-2Fp~7u59;=hI>5<+toTrtE&E%SaOc_EJOy~F0g-<6aPu@Q`)*q^txBZ&oFPhdV z<5~=jEb}*tp@@qy+Ttk3t{SMca0O#m%^hOLUESC17}_8fCy=@)Y++85Y`t$lRcjeW z%O9>e!?GeItQ3-pgN9)Bx$j!(>SRl0`w%7y$`Wz7Qw?f=*mi6tODy9j!tc&4`Rs@X zr6M?MLndbYa{ay$?q)1^OMyOBeJgz3_$nY~o1lUBRQ1&ngxS9NgQS3zP51caiGoz> zbqnCW8iQtxq@ch6N3OJ02vffn3_W?B^#$i|R`{eeL`y;5DIID2A~29qQRxVB92lom zI!>P;t}}{JeLdTia((QMfMn-m&_D%(Q|Xkn+zt{afteP{OxD5Bjua}7T!q)6-9Y83 zcxpG&r*Mk&nsBCeZRHNlS$> z%~Y7vyqB0lQa}l}|Cpiuca1JPu}E`tn-PnUxQNQVq-GrcQLu<1p{HXqyRvKeVDMAj>Yy`<=R&p<_r<- z2kCOz;pLi)JV7&^4*TYajf63h1P6rP?Cmt1F&P*MD0&NHvb!#E?ygJBVIcV3HN&>* zcPO$$o}H613P=(gf*HH!MHhTEmt zV23b8oq%FmEc_?z4UMvC2O=j~CXsA>luaAYSy>S-hq7FG+R|tuva=2|=`eRbizt%` zCpmv(ZJ?BJF&{|tr|_9bdh|Q>Yl%u6s5*olh$xKiJgAgo=Pmu$J*kjjAbV4&qRbuXnfj7>fCzF{Sx(Er0 zwg(rNleniv+|!X27pT~>XoAa^0w}qhrsjY8)1LSkm##lStiY{zY#9U+Yl1{=oorGA zL#+jlb5-a7W1Xmc5}oOYB!+HzM!AY6K01DxX--0i=KR z>~>wH?7D&~>>f@mk|ZA0PbR8AbvXd>MH7vM!`8Kn9(ZE|7{J|`Xic(@W?G-cR?5;M zWoaAW14SYpp_u?ww*f@z>d=huxX=%kg(|PVYuchj0|e%9VOXi7&{BkSZO~0KEx4Q( zTv~w(P+H=_2^um0Alx$mV78GjF64jO-5ROu?xTzxG73#3dE2!ZA3H4lM}U9Z=44Gr z=-`6&Ie$}iH`)&78_v;v3*qm;66ldBAEf&37Dd}L1qek#gHXV&`mtfcgp2R{^T{4Y7 zv`SdHKBClvssiP#PQkgo4e-T`jV#Y4UK$g(wm0PRiqqd#=V54U4X@P&p`r(PceGL4 z$7=XpBCJ76KGa9XM9hgW4XJ-W>b~O?vvo)a8RX2VgBjd5aK9TmAB4UBx~{7?q2sVV zb_yDey+s$OBB5&tQx$)96K3mTK?|vZXsks%Ed?_!E}w~1U>aoF040em?zn80)B$qi z{C<(I%4-e@6WjQNxq*nDT$w`qG6r@lT2~Adpu4STyWTN?I9$w+CSrewQ^LngM01{< zp*R!~0ddu2<(9DRlBWq}pe#%EmuPZc|9k~VfmTdNf8%DIt2j?$@vAuT3hE~7=T{pb z!{5Vyz5WO6r3MJJy&=F$`u`(U`QMXj}Pbp(Mxc}2Uttp_2BsTZ|71T8?5*F4QccBaJcHy{&o zD-eKmaWYK;fRs;6OyqjjgVV9Il+2o0bSX}IVMZg$1Uf#2vax6B-7wY?X5u}Ciilf% zKBGX=*NanNQ$vX8TEfOu^%bKJBL@%Tek4H6McLkqCT= z$74cA{B`dnFkMRrlZ*CR0Q|r#fTi9OMUqDot;J&)(~CyMpc`^3PX5N&-T*&_8lZ+@ z^H(@Jc0#MBi6g`XA!#k|+;lvTFxL8#+e>4VzxLl_Fo1vinVi80tE9{`AY<0E&tSHZ zmjz^R_N#O5vFCOcps7h4#Xxq>5qU{$AbB!9)<7UX%8H$o1)xa-#RAfN5)Ls+;u$?l zv;+(z#sKxV!-Pcuvvk-G*9%FnuaCYA?kyTgaBTy<@Q6iWn_0F|aJnEHKIfSJ)H-YH zz7Z~iKHp#AhL4+1=90Xb$Cp-6HKoIcN;NAIgZuq8cPeli?)irdVs z$@lSSsmdn0(ges`rjjXaUE3&oqsnF6*Ij^WWhzV4Pe;b}g&y(`?jiZpb1=a@@|JlY z49oV0K&D#8@|ZIa8>3Y@`GuSCV~aGI$*-lAU(0{VdW1j{UE%A@>}BK}N(isy`#4x& zQy7p`%cZJD!cs%ZL7oByqeovlH;VuSEUfr5_^-&NsA=I!CiG01TN9tiMGC@%FHd5g z;$@(sGqxho-S<#joP?2rwCRhQ9Hv^IY=G)F6=^h(az3}znJW;?FQE#Kufs&(##5(q zpSgdpY6zgwg7!LZ{+x@$-JYU=&8TcfsCWVRh?pf^m3+Ik?Ky@Pm&>feL@|r9g!*IaV;ZMx&BxGya`5&d8gUW>|Jf z!d5e=V6A3une<)$oC9>g_~naD+U_6R|0p*XOnT|$GD*c{l3J}I#fNbB$F7lIoA4&X zMIody80h>_QG;(oUQwlWvWVg=a~H)qd$j@Rk-)kVmF33U{&^Us0hC81!l>?4r|*9Y zqXe#|p)4@^lJ-HbVwKyd*-7ary;`YC z%6zd~i5JdO!E;HO`7eonjgk<}C{?cAE%--JHP=ZVAUx?M!t)^(i%UYH zZ}zavGk-+w<3vTq*w++~i4w>GIS_;lt}ciJ@1aSc$rt35^=Z;PnBI_h4@^&MInFFJ zVy;S04x3=dK=s%&CUlOiTj=2PHFiIJE3NjxdE(y+Qu zfG5(^r^A!%L+~W~BzW=&OXBxpiF?7ZjH!dY{eRyTtECEMZe(+Ga%HoyFgzLoFqeS; z0VtCdOB{c_27Zv+Ok0R78QtocBwxR$D0Rp7xG%{lULX#2DUnshV%0fh8zxv_TCm8B zWl}MZ|230RFzJ{yXgrfvGli=Vn3A|MOyQr76J?pQf+;)?xQtBWJFS?;cUm)z@3dnY z-)YZ`#25m@7+f;r6*Goe;U^f_YRgPu*5iF-79W3D#hlW3!5qDJ%msn>%tgbTU><`x z32h-}m=9{=Ec4Mqj0FYh$byax{RIy($)t$%6-ys(7WX$%1?Dvhx}a%8 z*kBYd$k7h-r^ugZ9Zbi3D@3YceW2$pB;l>^Vt(n6%Qa|X_5pz zp%5|X2jLX5Qs_KDb6gmNjdqj6Lsp!#;#K>uWyLXjwn)>iY8x(}v!8yNJbTl0^Y(vg znV&u1D6D$n^Df;kSkUIyj6eJ)t7yG7|i;mZ5ljd3n=(;hjnIU-Eq5|)#c*g zG%cqeVdD8s+jiHxTxnKTzN*{HvSxdE)NnhDS#~AMZoRFm={^>^^;~!JvTAm#=lc(S zyX~r*>Pxy>h2WPo-#l}6?Z;`oTx<*0zpZC2eMs}vOdm1*Jux(k02K0KTh z?>^rqR-BfzG$}Anmzr*Y)kuPq;w&xNB_eD=nJqtgo35(z=k^nOPklKmTv1(2&;bVR za{bD3M@`eBqxVz-XiTKw+~~eBeUm%Q*+1X9zVUq%`X=Tk^r{Crd@(%jdkuZBq3`u# za?iA^$)q@6UUvEZ*Q)tADSkq3=T~W-jgS|`>*7uE3vST+1zC-leJ_3Fk;;YV!cz6c z`t!L+aN!|!#2!w?wCWQ7d%L(P>oSHs9iwQXBo>GCUz6`n9Dg?Vj#CLx4tFMO@k=#d zOs_Ypv1wfSbzF>KHQ|ED1J(Z+xF?*TFi$F8tWC+56i0`Ld4%F9uaDxq_{Z5B`g?ZW zb+?NbMKME8UtaQQdsBR@=BX~OQkOneA3h&kAssybZbg-G956_Uzyl&&3&{m)y^;ZX z>TlB%YOb{6S%1m$a>3jA?EAGt3`Jly89fhZqvC*BO5myV|8L!75L^OJ%HW_J5S^1; zLLfS5_sz;ttxpFxWp_<;{Cu?4Xf2O1gB2bO!B5F`q?LgCxMc;ryKZmF7g&tuuPjDN zfa1<6}59$Fg7C6*IJ*Crxm!W9S^K{U-qB=E;wGOODcZ+|@< zPYF;%9+5A#4%}jXH1en-odS2#JdF+}>fUhWxdr~W5-ZwdYQ~)iPoo3{rUt3e7~F!W z;19DyN`E0=3$;5yM=YWSx)^XPiFE9Mt&A3&XskqO_tt%D61juz{{5f-vYg{Vz&s2D zYipKueX&V2^rBd-3Y2gUQL7|Jn%PIRhYEWs07SI4Ze z>eaPo(G1tHAllV6p1ajG`t-v!>PcLUWzkPu^{)^){lKuPI0f%MPgq|tgZF4UX?4JG9-C`HA#H8-})5n6`TQcHl8e4XqwpGqeLUQbT`g=uZv( zsi8kT^rwgZ^w6Ik`qSf5BBXC&6aw0#q*Jy6=!gFd5{`0abJqH2wfMcPL6XZG8KW34 zj{+bH=Q9@o&Hw{Mup2B45F@2F>+^b9Hh(kWMxmy)3houa&sL6B zHXl<4dT0BvvFmQlDjVE3trRr&cund?H6mm=Yu9~iG z;KDebE|$U)Wz`zRMWhz&m=0u64O5r=?8&=Kaogz~;@Pv{J2qKtcq%0N5qcDwAFASunGG5ZMv4|5%V z6zSPST<(yP`)tLUe6s&%dUKa1(FvFUG`~dYemoL>FQ2;`XirlE=I(iD5C)(?SS$e zk|iAm7)L*;;4VI1*}C$wPJF~NLMw$J4&bd20N(Ut2sk2w$~+qZG)lk0Aif&n zmatG`B0t3)3?DerYEOC>Cpv%m12~c8QPS^}B8pRB!BRQcSB2wzB)Gdq{SRpdP5`sM zRKG44I3O?}Z(?c+JUj|7Ol59obZ8(mGC4Dsfd2s~f0bEnZ`(K${+?f9;D9?BXVE0} z-oxRLCTY?(ZhJ{~d$(;rC^BOa)r(J(n`VFg&2T7Nwv}!d0YY*(q{w-FhUSyigikI{ zUf!L|U&a0;WJ%=3le>pW5F{+{lSveE7DdVAZaMkn1k*2fZ%(*fWLCs12}2)OxPjm- zh=Ymie@PYul9n_otDB{+R_)aFV&BmfwJ9|ZO`3JOw#51Y+n}FpVQsav{Cy`+?M`Wy zsdbm$7mCLCrB$WPZg5OEqALXBJhBH#JJqtOD}i;9R#Oo;PdM_Nv{==R?((vw*+Zz#=oNxFqEjF-z$!Nt@jkHHQ4Lhl3>T_pCf2+EDyFp4F&uKed6htfgj}H$S(jjYH zJ9T{#?w!gPk@J}AET^fg-V{rs-YX&*?E`0&)_*5*KN9*cr~%Uh?}*L0=mBncm!1RTZl5`zW6icD-vfg2 zJzSlqcJo86g6Kg-VSHe+RiP`z41?gHBk51T&RHmYVz}AfDPkh>1l}nGw(Y$yrfw*m zSMXoh{>`BO&ip?cP;QT-Pz37dW@lIMki{S{SAd>ldxlTvN~K@+)=fS^oZ`aye=MbU zuBuwM5TvGVlz`4RU9GCDUV?mx@|g#GnZkd;rV+oSzc3>5K?n&*$mo|2H=i$+S{Ev9DmVhGR5$P71dUFM`SO(IU0Lj(-0e3JKJ%@S zeS$sik8kLOk-6bzZEhzh=GLX@e+EubuQY_F%+5fx0;^axswKNHL^LPUSzLb@+}@Dj z`tEbr>g6ImZ&WTwH*%TJA0Hp5Vc@XmOwu=P)f_x$RXizE3;83fJ^UNZ5V_okK3`DU5UsQY0mgm5hV!t!0Ee@$oSO;$5& zEYGFox$R8ArH~;9_AR1>g;Mms^I;lui0z$fD%#*|>$F+gr@{jl2@?pU!7id0*9KQ$ zaU}Ny`=-t@I0W4Ji0Mri%4SU@{gs;Ax@u?Cl^pi?2~l3@Do&0?8G$JA`Vqv|3)=!~ zS64F{pdFvp5a$eH(3pH8e;GQx!4T8BsWY|QfTm|#TRoPd^n4bCNiT!brqd62H!BPg zN6f=8J`l$1s#8V5M&v1C7K^Cg3l1B=Ilf^AsevCxq2qH)u4+pWu4hT>bx(=|IBp1M zvop79JC(!{R7@L0JqxWP+QYRH|dO=`3iBxL_cTQK(ykIjhw7EiCT zJYDJ;F`)9%)=w+D$ztK&zI#XPrGgB+JPJfs9uII;Hvs`qs)D|s0F11bkASa?;oxNZ zRNmJG^#@RLXGLa4e^+BZ8T%l^tp&U;Q$$QF{HJ;?5y#M=POG$dYB7TcJ-!9>?A*Y& z&GH?TJ+QYpWRV=28?0&}MF(iVX0vN>kqtsm9K5Rm_!1X_ZzP@7<$BZgS)KM99_=>M zkpC0{KF@bf8MS9=xz& zqqz`q7=@uQ=6!K@^1l-d#C#$Eq;bXpRr+DXz=bDSdGhHCpDbY#KEeDXo;(`X5&&uv zWArU1wc{cx(L#crS zg>mAX>vd6sgTNq02n`M}qnVHB-cV9J6dF#bdZI}@f4M5k*8Qc@gNm!wT{oh^Mb&oO zatw2d;M78f<0ic9qqg7~)E0zWV@NBlimxCzmgVyi+ofx;_446o0_5A9BpwNnVQ3sp zhA~7xaG|;dQKv*8m;jwi%WdTs3rXgl4)qH0FbJ)7wFu*ip zruR*o%Kvd$XY+PbmTB|!FNj?K#E1odzF-g!!=EwB#jB5re`J>e?eZ2QC^ye06cuK6 zZ0WD`KAqlbIAsoOjccd+-sA_5dlt%-_nLqk^4#mLOxG<99yJ)pGZwmhs?rim77y%d zf2&l_7%5sW7!pJ>Q`Q2_B!A@GIsy*%vOlufjPH&FlmistJ%<8h!bGt3h9fV)b*9FK z)_4JSUY~uq0XQ;ZehGMh99kc;gZ25gOKA@}K@y^+1xd_~QbY`?;Q&HFy}tl_FLakg zWB80aJpl8fkW?E54zNQk#!xc?d!X76c4u6q8Gi=moP-<=fcf$5f`~n_&~?jL!e)?rEjk~G>>oy~B_L#^C< z_oa!4p20Z$anKy5LDvt312H347&tQg8h=s<60Pln!7v-*?06O61G3u%03k8IA@@jr z>v@OQhtl=|jMa-Aw9`IlQF~rzn^ILBjdqm-jwsqf3_HweW)=%M)CVAn(;KYkW+Rd} z8X8G~V9Nf$NfTc>r<)aZaE+yzScDxw{?m|dQGYos z&6uv{V=u_Q@hGu-cl^vfJ{EcyKs)&0jxlTMyj1g@apKiR(43GF<6d%*H}CRV9Oq3L z`Zhm8xdkjGz6jxq8~VrlZ7MqW*<$b`h`(>8p84TmV5QF_M*`hLdzCS`XWA5Pv&ohD zg+e%&s@eVu0m7XT*Si`i-;B740)K+=87&#;5oi8PF$JIm5-q(gbSMf2zC6dPDSB7H zi~U5<{q_3gf*(U?;Q>V1KC}gpbtx!<6IJ-m7Jw$M7`4}FQ=5FIX2km6sgQ|dXJ4vn zrE5Dw1vyad*6yk00u=On3h;aOT;YQ%zWCmmU$zY1^dj0V^kNgn>UK+S>VJDIY&ZCr zh2sa6V&&e_$iN`8Y`J}*J{I%vxq6`ZSOnvNDh!#F&*BtZh9-!u!71300UiW)dt z@MGNmj_d$mFF=03+@8L`o__!{hmdf#uyo0JJfjH{@{lGt;V<}xXGsHBp*{Y@yF;xZ z#Fcvw55f=T!h@nb2pP7L@Zuji%g1EoB_M#38lw`#KIT+ES z9-z?ZK^xu;34g#Xr@nnPGgK)&s#F6uVwb}=v~gQD^n+x5U)!QoSKGq%AYThV zW`UrD?fq=Rwv0swNo3xsG=nIzn)e98XR?2@w|dW70QK|Myg>4BZl6Ud6XBCUz3JLH zpz1d7A0Abc$aYP^@CX7t*IwM6{2zaDeS->RZe(+Ga%Ev{3YY9C0tf;!G?Vb`6tiBD z1{;$}kruOhtiT(SW2_dlP{^MolRL;2vjpwJ9FyCKewH}ut zIRO>6SOLl-m+Dsm7PsJg0cS6l%XC@wU-G92zk3Gg-6W7Ew*BpD36Dz6G3!6EZm`gYSUFew^ zn0NpR*7hc@&MFS}3J%(MGovbabTmV$+Dw@=^v~>R|`Nsrc;`tw%zn;$4mOuc--xoJ?I|oO5 zbD+y#i2rLxRdaKIiz|;X~X8liT&J2ICgq?o@#sFtWb5rZTZss1Q=8pfU=m3u9PWIN$ z&VSzl*3JM+Cu5+?-yXO)0IY$gcCKdsB=A>m;qb479Gx8gTG;>9{RLBUaCUJvb+UGJ z0sM`sBqs6iJYB4eUH*yfZ2eaaaIpAmY35++`cFy!(*1?`t93E9208;=%spKGiDiFc z4luKJcC<70{2Ti(n4^>RztV7Zwgy`MX9jctCv!_9!(EI;J z?tkUzf4Ri}ulM=CLQA;X*(n&?{~dsT?-;<}C1VT({M|DEIlw=Q#?IL3|L0?DZ*AxK zfAadT)|%%3PWS%+ChcPUw=Kdz%fHkxF);mGXzeUv?O|@FWbI;V1+Xx-``drBf63K> zX68F*%8sChd6&Fz0wBky4LKM()Fh=@3N0KDm$Ik*7yEL_Zg@892qxLMeI|2HB3 z1;qTHXL(~6Cu(CqKD{ZGL^YExGy zr@tisYXSVN`ajP9ntO9|4|7wv)nx}$-VmFN>`a#ito-3gG2MYaX7J%q$MR;ilA?e* zhhG1Th#l@~qmTMfhL&lbKR-N|&Ky4vWM~dY`!MY&d(+IX3h{kOsr!G6P&O%ka?&0K zF&dO3WS(orcwaBdZA0jAFlij_PAaPylzl)EO#ftcg1LUC4j^?a3P2}&azykqO>c_F z=t6D*L2W2LJEurKd48h&H8wIl)O!ore}G4u7Y|F$YmDWWdPbb$;%Vgc&}{k#^39FY zxn?P+U9%1)S>4?W?|pySm5A&yZU>Dy^OBX&@=F+WpGj!hBwp72Dm?6497{=(03Fe| z=!}|-L1Wjl^!WC>m5kQok0nb;1(Oq%@eg zkTaFFHKO@vIN2I;1-LRc7;k~4Su@#62kEJfYg7gWehgvo-5H0^IL<{ z$1)$eM?HM!V-gb5wh5y-k9mTAQ>kQ&6Wrs&1xwp(!4#>QvZxUV&L_Y3xlc7{@73+@$q;7`LRb(qnmHb5kuBSW@oXN}mg>0# zsgQ*gh*K!=V@rS4IsZglG^rnIX`$1NKGEB$#>?pxNz3ky;@C^!CCCOmU9(~CQMd`J z7p9FPgn2~SA}+)YHK59jfj$~CS~A(4%G7DWHUW5l>O^DfS~R^BMv2>l#ha|``pbPx zZ9t2@gK7AKrBu6b6#Q_ErXY9RhxKuD%U((-$gjm9-S2-UT>1=g?Q8W;1;x^yE7fys z&UD6{}^pN45_Pt1t}pXmr*EK*_>22ldEaX)Aw ziy_?$UzUGpzSNSSK}NA!gPN&e8;0cVDGNb?nH4Ck`9XBlUp^%%(ihaeiXB|B0a=|5 zfgaYFY`ZbSo_F!VQy?eZlL$Raq zyS>W%l`x$}g&)+ShznVL83rn-Vl;7zel z)&|*dT~A^#^rv_k6a8|b(kQc zrCT56l89xr2|E->RgaZkPHGK_G}vC#)HOESB{{wh>{HdrwJhq)oE*GGHyfRwLT~YJ z?vj7!*{uXqpwxJM&a4>B>l$Y_U}KRs_;j;4xGT}DvkmOD>~_f+eyhfufEn8T zMzi6PVvcVQ`1#0OZX1^P&(kQ!9Z-959lkTKeV5jHG#Z^cEye3+wd6ct8arcz$F4g- zz;kNpHNdGU)iWphFV{y237tUZj1LWOMLq@lNH!QN@q*>d=MC z+50H4B_@0*^tEQv!)g2Uf<2y)JRa$5*2dG?oskZ54(Zs`WOEd}VyAp|&w$@BxFvs{ zVR1z>tbZ>?RjNn9B>cVGyZOUM>n3xq4}Xt{-(w4As=#@#Xy?_poWedB=zfqC(r3?) z+ecczD>!$a^X`OU8wdpotKM`TeP+(&to-(&*;qP`i!y&?ED_3kC6Nt-iro8!_n903SblkNJ}wxBeu0xq z8Q)g4|hushRoJtE*T`H!5j!5u*~LD+Lg$WjU^d}D&F@;bI#-w`1fdcJdPzT{a; zf$jC;E(r|e7EvEl7HYnW88ohKaJgAoS$=p!C)oAst><*j5V$HQ%KG8c{uGci$;8*+F-jZ4wx1=prLPTF`A|m<`^@tCt?Yzxnf}aGT4=``6h>f> z9)pjc+|+&KE%v*(V+Ev&}h}~i^>mP)A}YAVO>gS-d8B#Ss#BP1sP4g{(kB0 zyjHRVX6rjra>N&~ER`6Ke;)29w6@urfu)c8&B89N_vS`D&EnQN{2L2#UC!=t5vQv( zCfOt!5tR1{tyjRM(oO^e?3CHTMn=N7-!1+x#yek|Sg?~vMmG?uWue8?VZP3ZsRwIV ztDx5V8(@6jJTAdL!McBK9ha8Nnnj1P4`+>tp=?o6vYtS5Mtx$vIvIKF;iD!;1bw4< zoR9@#R|vmRBS~6LYF<~^_H02-s8mG`N2kFw981FxUsW^>k;UO`oT3S(-LU+SQ0ZXl zldbAmh9Mh_?Y+l|Y-)_eYXuHFJ@yw`JQ`hX3BaG!-OeSv2l{^vBsTvEpJI;ebvq4L zY*o#+pw5D*zNF)_36ik3Cl<5Wtr1;9^jZWjjc7iYCoJosSh}SZ3$GW~>}VYg;+Mp* zwWY^3gfk(?1E}-U$#0gA2l^Oovo3Q*Ubu_D7#m%~^&8e2&E6nOj16Ptg2?TxZ@4@N6$t-8qu+ERKO z0anlbj6qz=dIist+~FkWk3vT*O6!|~3De=w+;w-A%3iRBpD>S&$0W+6UM!stlk)Hy z7yBt#;C^|=$Ux$Qq>B_1m5lc>Q`?WsBqr-7h17%V>E*V>!JConw1Karv({>Fa^j>Z zS+};?KMa2bvyaNAdhp9es?8E?M1+X;Db`Dbx1TCmTy)^Pw8-{`hV|fRg#EbNo;b^n zoJQuECd)=%v=YU2yx!rLX3t-c0^9U1bsU$BmyD+89?3{Ky?e5X_(8Yni;^47=-RjS zm3$gO=J*!78QLl!=jgx3@$<#DA9ROXVt)updI*CxMiCVWZd;R38etUjR8QLNq(6^MmpfN=|)N9!xI@0`$he#AK-`)fB z+!HhCW4KVS2I`{`Wm25C%B|!>{UO41^J;(HpK+R;=t0-iv7L5}uCb~Qiq@zzc6uUN<;1F#jIM%N9ruq5QFyjn}oJt$5L0?`Tz;QZW0l~J^~zi zA&gNV?65m_QKMn3BcObTD(hl7aN%S&cZmEohTs}cYgw!A&gcRYk3Kc>DkhliG2MUe zS7c^mvSk2XX`ThrP*dYxnle6}c3u*`#EHWWVPkSD)ZyNiBE?+#15zHmtqcs9Iks%? z4_5R^ou5+v>;??n zi+|p_F?*g)HbTP9b}l5Pn+niElMJ6g_Q#CJd8Xi@z-|>@>vbp%HqeBLb{TU@xT#(- zL{v0J^r@9@xlYj{9IP}U1-`{RKouHBgjx5xvbxGj)33QOP`XrxR;%QDbUS}91PnPP z%i0g5+mg#bBN4Xu{x%WqQ1boQ`9`BGz(UFOOG7=FGRk34zwFr=B6hDst zQ=$&sFS?jK@nV`K&X(6ligbU%xfkgI_0#bb)~mSEy;NFhQ4;i}Qk&=Tb*O(8DmYBVJ@3c>oxGi>}FscSLtr-EnJgbL6-pL$QQjMX2Cr zxY8EyGK($Td*^}hB;dYY&AEEmuVn7ts+e`pC zv2J@IcW()S&eXcXfvj>}7ThIp~`Q9*CTxie~NGWA*I^vJV zr72VL!f8kr7^H|qJgz=etx4b>pxTZg2#Z{x!smAz&Oc283Bfuw-sX*8v%%}-;VtB} zooS`{`}X;MO0JU52C;uusay!9v>?`rL$MyIP8kGJQaJ}3f`qAc)t~!AcW!+~roboT zymr__#)tHK>~H=EOGhBD97HD#*cjNg{QJ zQy)8>8g8Qx3^m1gOz9|r91a^kRU+)N zEtmtZ)4d;E`_)HwJ(X-P$3zkD!Ye8q4Kx#Qx?xH=O~yY1vc(?AzRH!hkyG1i zbr9w)2^Vy^U`x-pckDL!c*>3Fcacf%Tww&HZx)8dP}$EFNN-kY<5;^#<4OubMcI+0aBqd z^f$-(0@gFBINMk4IxKQ&z69SK!6n@7cs6=Ueh80ARd|2%9rO^_3kGS)aKFa;B8|ak z9VpDn3xu~y=pS}N-`GYuNIwvH!GFrk9Hqd~L~Y;?)Did4W;z?7FUi=ga2*nI9W&?y zd3v$TPA6?dltK(DGRv%=5xb;84XG}A-V`0)C{s{`&Mp2hDnd2H7f&l|cjroa!pOO47H#NKS35!h-p0CXg)aesk6c<`&lk5e&mj6U2X4*3Z51B@e^;?qL}_sZl7MUb z$*eEp@V5xB_m~O9q?*oWQ zPd$G;_@-5b>cWXgDdUbl46zZry*UNj1Aew|S$2wgA_ofWPgxfBk`~TFUTf*Bjg+^o z=Iuv*iS{hG^z{>opuN(&n&;`w zJGA0plqgiZ8D631zKzhN;ImQ-7 zbYIyWaqA95mh^*ylUy9U$f^vxIT+C%iR~`sHIDhHY{&2;q~)T(bqu=1zo+q6Ncw-- zP);4QK!Q_}@be<9{5ep>vtBI}r2A_C;SFq~z+bcV7E`gBq}2B`zUdu|W-JuS3kr4_ zf9$Z#=zGzHS+iyp&*=)IJbFE>D1%=U|H-|~_-Xo@4+m%FxtSZ75^Z1t6<+C0t@i0X zJn#V>ky4C9swE0Oln;7&kX9JAbo+l-)iG#)wLrxqQ_K(vv|!`!C*qvU9V(Bpk%4c@ zUh16K936Za6s73jn=~%YI*G=-XY3R0ZVRB7Ehl_C)eV?NyP37!LlaSWE%mqBY`4kh zZh%oQk4!pUp3rCyk$JbgY@KnqMmFCc2bFE?yxQR>`zW>#>Hb_HO4LUaG>(59)#rG_ zxI%pc?S3QEslP`K&L|I=Y8|=_Pn0>K3#~3j$^|F8D>h+h=(E!7 zKi01$`Z-}_g7xM-L7`g$_eZR3lr~8f(*AgHq|RZ|wlu)bViNAKjkXWJsi@x22Zc)W z$^`VTb|8i0`6~YDL^!0znDf2*DP;MoE?_vRHx9#g5-1O5Z0^i#klAKZ`#wDs->hcG4 zkxe-5pC&~`1L!#gN({sC3J&{*a8OwC)I}kbpCa`Xvr@md>xJ9>;N4%NZ|Lyfte7wA z&uZEk1$QWRR)BnNc+m$17x#ge=EAH2D3IlD%D31-igvSLu-AWW@EE;!!AwJtcH7=@ zDP}AYTaOFuIC&w6c{%i>Wq=kBivgu1h0} zyV*#sk53ZoyE9K^ks694{O57;!<~WW&xX z%XLpS;-FgV9F%FSwZR5bHH@<%9vIUkMs`sOkgM)ou}QvlPb)79_UCi zPa1y$OsY0P?r*nYCf&(TR2#zUQ}@L=GkB|;Cv>A*fnb4fRlTWI@a&|eHkzH4j@rb9 z3k$mw$D$Rh&Ggbbk>2sDSY;X`n0G>BWd?IyHkINmUcW}P^#=;a>Wv^I@gk9)=+k}6 z;4Z*X9nw%wbZ~ET%27HN!uQAA5@)E3c(H%{{p43yy*@8-w)y8AJqKt6zhIJfieBt) zb*-nIeC&0K7s`s*_CI`@d$E+v+=>vb1Q8&tUo}?_#7@9|@R&jBEo)atQ78jFeLN%u z-7nml-7(k;08sr1ICCJ-4}$t_x?PJy?Im&cm|WQu*@ExD6jLgpVrY0=c*cejf1!V> z#a9ChVSPZ(^$lyy<49(d*}`SM8X-}~9tj;r{Drxz@3(f~L{;2Y&jg{?3VazVR+mfP z0%+%zZeky&5$>2^kBe);(E2k7rjpsbZ6CJii!QK_PxRt2Wu+l!1jl6b7lph5b3yy( zlv$tLHMxD1ih1oXDKWanDaX_6ohg4os-n2e&h=`l0nbTVrd5R?v*mLB%rp#)dHvI! z3WFqv^8MzGIoO7!Ey%NpM}2$Q;S!vngwLH}d5}ZT8M3fyzt~n@%-p14!d=Y;xm z2md@%*mC@!g2*ZQTZDW`I*E3f{NC<~nHfnhI;L`l0m>#gxX%qbPKoXf?%RJli1}UT zhJZ~-q+gZ4cl~UX+9-bAiSsK2E%WhKq`3B*NIy;_pdL?wWEG7(s6OlU zs81%~uRxgdJVObydA;gQ@CYs*4&@j>(i>uSdaX7Pd&5x#3=dU3>S9w!V2bzo5z_bn zT;vQ!d@N2Tj$El1JUJ*Ma%z9wCtGq3CO<5WxeSW6n5_QXhKx5}sT-$h_E3R>|$SAw^6g%0?(_%e`7yr}dY-DxQYZ5Sc#@NMaxW_|jnQlDpA>VE_z? zu3EjxPKSKNwy*=KM-hKM4g(!d@xdubJmxYfDTL>$P-CGnrD%uMsn74%vZ@-EJA=i; zGU7yqAQ4(0&kAIf%agiAs#}0@OcHN(gZWEGx&bd<;iRC>peOh~H^R~OLpLowJ-ERq zjr~@o&MEbLCmMpTh>5dK5Z0DJ>Nzs=nf_C1%s65>0heDXIGnRFu@b~9M{c278?reX1Yen*a;cg$Fpk`n_ z_;g9=jWd&b8b*UM5OvrhB20SC{84K7@^lo!beuC=`R&S@N#f6wow;q5xyy%fN6dt( z&>yO(d!dre2Wmi?v|ku^f&%`wAdv*cGlFr z{;i#iI#S&dWa@3dl#aY`8D`r{REc`llFW6v3@&k5I>aB!WjHH^VN55iB++ZP?H-W! z@5j<_Kh=M|4ndNfEjP=X6AZv?HKqC%GOpGyUK#UF0ORF+psuI2aZ+-X(m^m z_X#VqLJa|jbNY)Wh=<}GIvuq>C&m`l2A@v@3F4q&Cv?^c{8J$oT4cdpCc~MmPb2enwvcT4NQsEsZFY#mhR4bUC?!P})RgT%r##M5b-DFKnnP%=vz)&%aTd1<8I%cLBCOn#K%_1| za=-w4F{JakyV>zK#Wwmr%#RC~_@PbE>gS0->LG4Dd0p?4!|J;0$dIJW6~W-A5U&hN zYS6=NJ=h4yG%?RU#sW^#Y6tIS6zzZ2HtBG)15<-pr+&@AIXK*2sDbmMsc*ZVncqq- z-!ZosGq$p=>!cUw>+oNI&pnoaYDm_3%Ud3rVefCC@(OKJ31D6L$^sX$xw#|%^*~pgB7|x8@za}g(V(yqD zx|~B~XUK)F`xM6T=B9NV-p+q*NpYC8aEzJn10~i!X8WCJUB*WzsUHsZtUr2Kw=cOg zzU`LJ_FbhF7P=Ew+U_N*`$>cx%kpO~iM>AQ6qxg^zK{qFUxbu=kz?`6_`+{?E50P$ zLm8yt$i2+o2204RoN3UGvQ&T#5o>|(ya}Fg^09<_*l0G0{2*qdNj-n@j--yN+Kfkies{J6-ANF3$50!R$>#41To9rGM%I?fYS0E8gFkHp9Q zMp~)$8l*wa>+6D63(J4eNR0$AGK%GeB-bZ6(AFqM_x5&@S@XRUgkb1mNjDioUb<&j z${q97WZlmD%Iq}?GLVDj_uD7d<;WC{b?EUD^~EFW$*j)BAgLxa0Xy`RMQ`>#o&^RRh8sJOc1K!`Q*_=bdVln^#Nqcz(W zF?I`J;2*Zfrw^3{>ID*btGPT8!>PS@t(-~+imM&btjC5ae-#tK2C*u5p2=I(nYT92 zs$m|R>L#*59j|}W8tUJpb4Ujp8wo~`D+d~xL1nDi=LWV&d*u3O2Nr3^q>xDPM-zx6 zj2z>aZYfY2-+(xF#RCJu8U`c_#c#3FIkWZzs_gXQyJu!mGPli$`#QG!adHMmvm6Z6E3qj&ZsDiEzwK443y#52EtDm zp=YW{?fAz4>UjsxE%w4@@D#?u!8;bn%PWriMQM!r9#y5pIyKMVc0G*xwn%ER+!Cfu zvra_z)0Y`2jD6b66d{ zXqZj4Kb^GSO5*`v=C31bcesy3CH;%rOTuU{3i+}N$M2YHRvA2{ttVBuZw)If9K-@M zHOcw0`$!1+LG)y1k<`k9D?*$1nrV0?QffXVo$c^-Q?Ir6Oy4gE0sSX6j>>dyINhSX zszQI&8(o(KC6k>NxyR1(w>w|fJ2nw<$Dv?KSOL7=aluyn5{0E<8L~73@3N7Sq1?Xj zFGsv26Ghmi;<9$D8)jQ5sH^3VZA3APS|i~jT>Npz9Vr!|>Bxg1 zFv;x@bASxYY$o_L3fkxFN$%TV*cWt&RpfbS8d)_kUE^cufoHpN`vYufE}Ds{_YfhQ z+==*bmDPAFUm+vusfu%xH1s#Xb+#~Ctu~-Wd~dt&Lj4oK8bZkD+Qk5>3)(BE9J+r; z;KAZnV$jK0+%zN9No62VN8Q+l3_yk{^rK+O z*FX4C3ZrNM@ruMoZ|0<}=hzHD)G&X|G)QEaDOxie6dlS)H_9w59}_p^dw*+XSGfPF zpwP5OQ{eR}Tf-T%iz~DmEJY03mjVefPyAZk%lx3FaN3l@{|)1c4o$;bb#F?TFaAJZ za(5AYH@%U7#dlVF&Ru~Lo=D~}*cF8hY-{b@1N)R?0l7Xz9hFhe)|koh`}==6Ft%bq ze<-0LZ(`YPe*at@n5_c|J+4-vuxnF}Zs8IbPC|-7PGaURxVEY`hmI7veRnmElbSLE zE7-A^TTQiwxSnGA-h(@Vp;{ z-V{Bn_(V^fD5*bmped6)fCQ+;@Wr!`(SgGiyUnL7si^9*f*_G~nb3a;vr^8$j9}qj zcxP!sUPPTeaHLqvs60;`707e~{Tyy->X=+mj5eV?@w97RbcSe=tw!p4SBU=HTT$)} z_ce64^vGV9Y{dY1hKvVQal#Nr7+Ca>K~fD5KKmqGTOB4_?ic$``ru=W8PiU27T%Te zqdjB?)JM-lRT*E}SNDIx5R^%pC9P!Hg?G?h`uF8SvvJsio0Cm~<1<;o0NxW6&_64T zE?G2o=<-(Crq(+$1eg{|<>5(hR^C$-e3W0Y8`C$MA_QSZoazx`5t@)8K2Xpp(jz5V z-O@bgINJ;Cl%^pD2Lt9%&Am->E8xi8uqr zIFPF(i%t25QCX)A~%AUcSlS^`(`g<>yV%2cb z1|p!fuE7`FskRk|lz;IjA{Cx$#b{H`d;{RTOJW$!_jhz z@qH|Icue7Yb63zS01M=1~BHZ}J*piPja0@>uCdZV1XbijxVi-kp)KPkI44lxKib zvAivErLvxkv{NFu+7`(bN+)5VngT|#T{w*dC_|3d$s^EzoPVc67)nV-cg5^DQ7vX! zqDMf}QOJLfrLublXb{_8o!5rt$7Ld_g66+D$PV;(qs7Vwj}7kM+cbMqf2A*`^^`?l z<2u@#MgRL>3N1YK3$tG2)PJLle`vf;5YUiKcHLi*1!MlhBKY<}hr3t7Aa$QyOCX8F zvdTKb#>4DA(RA@8I8UZd?R$iV?q<-R)zzl zA|lxRz*S_5X+r272Rj|3`65egA<5<$qfPs?ysKN61+YR%l4b5s>hC%DB0uG{r_x#A zEGsAtZ@UN}!!8TCMT3bWwf&UL_Jm%XeM5?9Ai(Y`bS!B%kGMgH{`EOo2zsZs4Waw$ zwK;#??6cf0rtZ1yg|WC?PC^w&E7@wtgy~e!!z?$aG2q@YDE(_49o02y7H;DTGA{CU zhDQG&nM_|+Lr^hLR`J}ZsdU5>-7%+Q>6h7Kv9YILm>L7dD%WjY#Ihtk3)j%kh?ohD zSMYAke8!RhVD7Z3INC&0$dHQ@b7+)g?&p6rG~dSN)CmeJyk3_*KTv02ZNAeK;zYTI$tN(0N={s|)wLe&MY2GTA(N&#T(&@J&;RgeMqcLS`t~f*51e*D;8bfL{tb(i(r)x(@v)dl#PB zZ$;(}9Gpi&e*Sj4e^=>Im1E6RW(0a{5wDJG8 zq1FmmEg-`>`1&;ileh$-Bb0C-{wt}a770h^!@_KmkVPU$m2PIbEI8S#8C_%FVmko- zsGh7i2v5V{!xuVJ)y02s9O|;B!`#Qz0m9|Y1AWZR?_@hw(#Co4=;KVz%cg=qxMOS~B&Qz5QDp|`$0!+MB ziO0{Il1>A^cnK1$;(TsGUU)&t$x0L?gXkH{O_{E}8M@-#zivi*V$9_OL|` z7Ys(KW!VaDtC?TidUimVsM*=`1i1@7WJ_N*rRoCAu|^Q^S}g77VU!GKlAikDc<#7{ z0xf?k>RCz;`~ZK}NZ~|c0TLn(;LJwWYl-dO8}e&~8-zqq`f*lEc^RG@zES_;5u>Dy zfPeJL2qWyMgYm#6j|a-V%Yrk`Xx$PS?rjAHvLa_Ud9+mBopfzBC~GMv>qM@kqF-8F zOp|ukz^aXk&@WBMc;((1dqtl^L!$JUBD*J@^+aP3D1_&y4ak<`s+oECm64F$jD8R6 zW^ZU3H6MR`h$w+EN1$BH`sgMHJmB@zw`pIEj;J*kiU%y8?h!$hQbh~3?I3HhZvTmH zU7h)e)3}G91j)u|cWl*01M0CA%W%ntR!O)Yz*egg5BOFJavDEnhs&=ISlguPg^*2n znkjDvbUn(iFE*R$g9j?$v%&O6hwa3ek;PD{FzJ6vcA)H#i2RHZEg1I0DuE-E%w|;F zz$fmXeA3H5ZsqcS$gVN`9P`lv3xJ%b&?If0c0~`M82$d{&3e-|sHu!~a27?wi3Zt;xQ9)TX3j4yTJ>2e8R}kPN{#0Py#;3YN*nxqI=8KCQhLdQK?iA5RCF0 zy$EZ7nQg?0as$g6mCi4QThkY@t$B5eE5GqwRg0fFzUN_J zoP6KXz=p`@eEBFFGPq9?o#aNEtdpF!cgsyc8xt5wIXOIgp+(DNze+m_imH)itHgit z0_ymb+RbzasC-{Sju50uc%{BW@0M3bu&%V?88i6*p0#9E#3&R+c17F3#r7MZm1C() z|1sTd5*yRU?=rfIBXJL_z7`C?<=n-xBnfj>yJ(*y^;$<%HTZN2ia+s+C!(m z78GkOxV~H>apGrncoCS#`<{Gy{vud{l;J!P=mdumLlt z3%4~^Wf}$Zn9WVV{RHgPOtQfskVhE;3admu7Gro%z+uAlcQ2v=d35`?Bou$#&v;7j zeRD`IU-B)r6Hu5FKiVJa;hlNK6=~cDvRq0ezKr&&@qYI+lT2u?=tX;a!Vf;P&^2OC zumg4X^i#~EyO^3+h-oxW(tsuMB%M^ay3mj&AK)(NS(yaw%6=3d!|JOeiD%Kh>t?Ww zMrwF=3M_c8`^6&@v82IDj*)-&r|}tDemLLv?Or8uMJoK>8zohTcNu*VGP0k@bRg^# z=b9a1X>G>y?sw~OmjkS&8PP7(3Mjo}o<0hl75ObZS6w68bGP8d0wq#nmNxnIO9?U} zSHs#r>(B$f4{{A_;khp1nI6aS(J5(-A${{si1? zle5*&H21m@rpD}0fv|ZSE>+%%5Mw0RH!Pgz)2)iry=1e|NGkmPS#QMQp_nVz-CXj9 zUClP+U!UC3*U~`p2ETs-=o6pQ2^H5gnWihlfc^y;s<#Wqwc;zgB`xFM@ybc(I1zL5 zi|}rwFm7HjDvW0PTz(*%9Rm}2`wS1XYk<8Xmd3Z_ z^lf-5cWZansiz!wzWqf_ML*C@kf9|M*@o=$?J4a}KOqd-V8nlnn8AQ$fH(zl-wQsi z#0Zz-+GcpOhc=ZqlBB%`xrJ!;WSP~$tr@<6gIxcZ+IyX@)ciGedlro7tJ+FSWmFWp z$`|d#bO=ja%we=BmB<}`SfdDERuU88M@Wh%B+q2{DiKrG9Kv)r86{=3EZ;o2^7A^~ zONi)|2e|m@CBJ_tz*#U3iGU%f?7F1)XHH%{!V0koG2L6)8mJa65o67|;FwJz0@^p*;LU&}_@bLI zpqqlN0RQ5jJk%PjC4%+9w2}dGelvc~e`Q`I#Lfo6V@P1Nc>WJ+^`)hekV9Y&wAcZZmJ zX)$eqVxIdmn>@Y*3C=bF_US*8F7NTv zAW^IT5Ycf^;KNqkmaOS?>_9agCya!|EAOHvGf2h+ESw#+q9Y-Vbr|TQzJ0>-> zxe->-^pq|usk$mf0AfI$zo>4OfMoH}y`On3%qcp00VW8Z9B5^q^FrayzY&BBM|F1h zLgVmn3l0l^xFnRT4zL-3V38S#=!(aseyPPU{BlWOBtwe+8kAw%#20_y0pe323v)So zg~HBcF4My)t-PaN81jvEkcR&@Xu|KmVkCEKu z)ovSrEJVN>Z89^5f|(6}1rZ|k;}3XWzbAZ5BUmT40Bqoo$oj05Fy^;exx(GjwlTMr zOpVKb?$Ryg925Qq5mIu`noT7ef8Xu5r%XZ_sB!>77(lEQ(RJ zarLssEc~|*qC}xU<~hx6pN7SmzyD-byC%rpE>~*WG9Bw~o2_82OhYL9L4SdS7iQb zBPVhZ{`eQwSFo88Q4ufF4|jZ4N8^HjyC{i2{YAG=RXimtxAV9uaCr0HPE&f=B-G+T zG-)7y>qNZ5)l)NdDPWV3mwtZ(HY!&(1ot}3gPMQGIwD6PdLMhpY0%wuOZ5UvvECfW zg69o>xnoqC?oB6>EdK2_@Rd7d{fB%+1tk8)RL%G6tZ-)jd(|LQG`jyKjF=>PK zy{>ZU#$_eOpybKf>JR_q`#7o9vz)v0!fwT2;7UY(urU92hSrs*}bz4j6$qy}2QTkvg(v6m&p zI<@;h;Huht%EeK@elVO`U03h4uXlX_=gal#Vj z4uD=*fZ~ZwGcuI^n^gHR<6s%Cq&Zl6Z3x!&s4I}RQ}vGx>2TK{H4eSN$N9C@_7{kh z@O*TuN#W4A>yLfIwK0R~GJl3^<$Lgei|U1tTmm<7e?l5+;Yr6CGO(T&9vX*XHg-nS zj!T9@moD4i_MN>Z9h*0QQxQ7miblh#>mmm&y*-*|`NTRUm47I9kT@q{?@n?xQwb$R z20EjTe(QC?X326j5U&OO*hF=ska(;1k6-(UDd0aQd3iUEUF44@m~;9hcq>_RF1gSO zpev!rmWHq0`WCSzL<<99G%Vs!E*qcgXNnUpE`?^?vsPMT#znAy=6;RLKRCKBdQp|s zv#tL#vmLGbrxuF`XFB6-f0;1g1^~`pHZ;${HnEa3QUC__U4L}i=# zk7h-q07r3_#O1GlC(LdC%t-Wxl$BVC{-eDHc-8Inh?YmjeDKY6ZkObO_BWQ|$ybtD zpPnc>n+YRJRHq~FACoW6#hvrW<}dgC>MpX;zm;sihY*5k1WZatg-~-U+KA4?Ws2bF z$mwGk?%$C4v0C~zFbT;=vRGgR%$29z=rmtu?J{7ZRh`Cv&9MtXnO6Mh7g5{2JN4|x zlBPIwQK;8@t5GtnBv(rSzI24gO@lLDMj&{A!zJ$Qe?DntC7EYs=c^;-{a&o7=x#oO zn43TEPHL?EX#FH6qJxkjjrWr;HkT+pg z)MlTD4n;(w{3&$Bpzc8G)i*<-)H1iz+>c>RYhmdYvU<$#vJU53F?{C4?IrgP@!J-7Jh0;!y-_t}SER0t3vRHFt zlr7-<98c}mt<3d2iI3eREpQIXlLi_7M8x|&H5B!M9D>VS5Aa4u`_RzGmUH}45leR( zxqpR!d=*M0zCxJ={mju4U&>Y7`#tyL%eHNa`jYP05Uz1f)>W#1;7$2mYuWi^3yAgI zcZZ=`&?SqGDDFjk#&kI*78N+on4 z7s~OkH1`#P z>LyyL&zVCWnUX?>;wsNR>H+T9_`MIDX)1rCCps?|pW!EnG+WAe_<08_J{E*n+ur_f zIW%q8a}26a46luR+jx52H)J4NV*kK@w(-&6cMcUTO-^z(BBkn}$n-xpHs>)!HXqJ? zJGzeNls|_&mn^==dMlBJzv(U=b4=WbfNRZ#v^%Hf%s<8_MC)mMM+9|b90)jtIsuA7 zwh(uhR9X7MYsT*duhTk1Pbqre5&8J}6_U8OAF&R_n|BgOFQ^EAqo<^l zu(>14PdbWJco|jh&Us~+KCZW;1FkS&a_2}r9jAHI%&R&EP_#4s#I23Sfw?c|9lFIV zd=#-`NDcI=@91$Kx0Aj=hKAGrm3{09ww%zN6x`Li0vAOBRs~&3$y>{J4AhC&je%w{ zdgmyw-F8dRi!U8#N0o=aa*{NEALI7gTi31ufiUz0!m*HiuJZbZ-|MX9eTbILY@x(GvYKF4YG zv!mz~fknFeqos-pfakmep!#~omDSAlIGpx8r-!~?AKvL3#q^-uZzb(? zIl!H+Uh}ifiX%0)ETP!AY4;nFumlAulyOffcdS5DUC17uv+XAm!cnYCQ-9jeK8esM z(%EUTbU?}~3VWy7h!)a)}|FrGL- zS>)9G@Bh9?p-}DI{xbF0Uk^_H$f@ZchL0)vZZF{NKN^gVC9BU z!w$x#AKhAi;iKLXGagccv>!l<2%m)8FgLIuVdZN)ptsT&jmtxhCb;I>KhVd=lYf0U z;FNM;2k*;!ZfzQ*!=w~1tBqBEJf^rJ1@qR1%LQ1^sM07)L(qm( zUgV5SUfmy@fz^>y$s779sN+jtwUm_8<4WJk%k(@e4{;eXsc4&yNR?BFjKMV~890?! zT8ncES8|}cs^G-y^JBFC_j16@$iUIdy*1;iK5gH*=3hEmMv5LTzrANFr`*`|?UCJk z^5JNIy@y`OLtiyidg~2hUuZOpd;1iidY-fXGV7gMoEcyiC8ULF?hs?fZ`*TOkj(Xg zGZ$!BD04#?p|hxMN)x%h?Z~>?8-5p1eslt~xKuLqNrqCO_lXJjj|_4#2ei7~Q|QDI z0tQVBL_}vOpaYO6SpDvkH=(RDK$xG2#B(Np$7pYEO3VGDF$`Voig%MocDVlFB)SKS zy>4x-vbB$rdQ6;)v?XXF^+4PHUJ#tmV;&vxtB!3~gy>+bbl()wo&mWe=+C0~$N7QS zm|7<>f+oAZB8GLPQ)n!Mi-qWSCfE`<7rmgB*Lvk=jE?~*%d=5t=|OO-WwTLYI+l!o z+SzB;H$^piBcsz#lGEV>eeY8?yl4k89`A$fVj!`BI2PVPV{rN9*(p~a4J5dsl?Xi- zztr2lZS}D_Y^z?W6~%J*LoD#=#LGri2S@Ece0j+47gK){ZngPx3hnX4*OdYOy2Hdr zXbkDmo$Zt$DFXC*Sa3! z_d45F2@j55J02$+RRQLex+`mjZ)LPt7s8IoHHVxROS7Y#Myae2q5d~4s*$xqWiEv` zjJ3x496QP#_u7@h49n?{hnvMlFa=}GJfMB7p%Ccb_BD9bd*tPf&|kI+A5w&W;wE{P z`b=9t=**(COO6O3jpf{;11wOrr`ZVVkE!6I&0s~h%;zoyI`eT@LraEAig*K&^t$`5V6jyepkXA9V4a+O@lhCrG zfvlJB(#;BGZe(+Ga%Ev{3T1AW?kEBWm*JKI77;Wz3NK7$ZfA68G9WQCH90twVaOB( zF*GzaHJ5?^0VjX0dSiH{-Lh?Lb?mHkY}>ZgamQJ)*|BXq9ox2T+fKS;C%35%7&rlKZA1;6Ot=9WCdPjNQ4=EoGc$mRi;D}63?O1_ z=k5SBGj{?|swrzw(a_NT%ktM2fT8<8kw2b}Krwj zfRniiz!Yd@0uWJ9)RdB!08mQEs{tfTY)l;f6rt#BXazI^$O4T_Y#dFf0H(GM0IPp2 z07kYp#=w8SN^_+D!zJVhFaS8(nHT~8xS6;anb`dW(E{vD9ISzkj(@%ZKu3U?gMp3H zpEGc>1psY~telPiO5l&()b{U$>>OW z*w%l>${k>AVhYC~Z|n3YB!KdNrZWBip2+_T692CV{J$da|DU-3uF-$F#Q(qd`QNF< zovp0o4Xpn(z(3{;;Lo5jumSv;H2_(_U&F@Azya{rzyTWlU#;K^VclaM6glx?IC`8A^M$h&SGtf~S=w^RntO#^6G6$F%Sp7M?zwK%^#wHF{KpT@k zBL989f1DT@{|!?$2O3%0{G|rlKOhqu^WRL{zc(xX=?W)R zcRLfne?-!dvo-$D#a~py!nSSzPdX-cE&v@f2jid1_~$xuF|&I8Kf?Y^#PqMVoPmFn z1JDhi%}CG4$OQQF{^#?rmF~aMh}js~8voTtDozGA#(!GxKMjAuM$Qfne-!_F8vLpJ zpXphap%no|u{&d`LYc3%$@_)w5talL9mzHgOnw@+&54p;g2 zx9TAJhAHlkR`cf#9Oe=qi?qrjzJbW(_s^0uBo8;{rG>85Sdc}xo=Ngfo zzZPV-A+*>T)em*8Ds> zCr>zee4rQ@9UdC&zJ}~Qz@y2IfhFTH!17KyBTjU3|L$;CZ}b8A;=6 zOyXzrHPu$6)?@CO*_X1t_%>ilM>xf?e$~8z(c{<9ow*1f2_OVN=q;V&ho5*2NwiV$ z&2N;0KAwAIM*O5L8fmrkPM2@K_w_5uh(E*`C|S}kq}*-{ay1OTv6?sYh_6v9uM=dz zt2_uhD>a??;G)OpWi2~R4CQ~#bVm_Y*U9wO7utwX#GSmxL*!xk|;9f&Z*_J)g0t++sEI#^bHdoI}!kN*TQiEe~zZOK(7` z0`$l5HN#^wQ&UyGsNrq*vB*{@c4_t+`%F+JJJ?l1HZQf{Ym(C4;VFNFMs(Egs-j(3 zltq9}oTpgL%$;mm8h_CnJ=U2>3%_A`Jr-8|^m4$QYA}p!8NM;KTnbLCd6*KS_xF)D zc*)iUu&?tLptuDi=n;iJnA*+Q7_8fHnx2yc&oN7)@BG}b`FJ(h-A3MqNK*3WfxH^p z8}^`v=(|~neBkim*;Rifp2@P( z#K4s!jqA=|;DVu#e9YD92;|}}Wgvj9CInss0VdmZ3B$|nYNWufN*Q$bN<8O7 zIu0O=A2_6uQ1u*@ubF%z;h$G{&zrAjW-ynr(JYIZ+1SswI)`qx63NX_Awfdu ziNexwPt+}iFd&jS`}-yTTOuIHiSUH^rS|bMU{-|{o1UglrDF{~tPP!g6$ul>%y1F) zRRMq2@yAc8OUVFclsks!gw58G?h(_gstZ3XWWm15Tg{aw5SqLi+!%=RFI$0Z7dE3O z5+70IYu#C}08l?qwxPp*}x9N@*8xhjgA8KT8h1reYMxj$fvJhU$bhkgU=Cq)xfkVG+Zn!wUB$w4Ub7h1WPuEd2{`|S_z3rN!}M`gr8*TreAnj^0@3Nm7qKQ>GQUZhR4Vi zF74VR_c#=_flZs@6Z~&H1@hF?(@_>)J_}hBbqBwSMo_@j2sbx54<0E}eu4T^E_+Kn z4Vs?s@GzEMES+L3%|YP=)h6mUvN z6|aP|#!z|dEcndKu%HAPv}k}CsL7vZI!jRTQ-{*SRQ;rUf}Bz4&XTR=7rIOTYN0guVpxA!ni+sg zg$$LUzV&Q-bi2Xxvov3=Y#&GKg2ZBOnWObC1~hAlSWNq=X@=BER=r*PqD_q2>#)_Z z60ixepqN3a5oe8NK+f=y(j2<{c0(0rA43C~lH$vU@z`hYo6784ReC7s4BwNO zuWcgzxv^M+K5oDwKNS9{8ke_)7+3?KKE+m8#YY4`6ld;zqljchA%qpUf{3`BB+r12 z*c36<{b@r;9%j8o2u~Sk1KhH-vBkS=5I31Fdj{(I4@&s1n#34^4%&vc;PZ6A;w0LZx(b8~T zpah-!`i*YYgR~sw%UrT=YlqKo5ApOu{4a6Zriaq}6~9E{OtIe47T%NrCsumt+e@Y* zlEWpHZTd|n;QS%m<$Pn+FI4z170VCC%a+=?dPyGe2Y#V(WTns8HH%^Ok4hYsimsrm z4s91IDMC-JnHPU^jz3N~jW?QGLy2$By2UHaCI%&sVuR=yyI^*yNM&#a zm%lFJ*Zj2puo?=?odq$JFKQ}lG^%r(76xngDJ?6^!6xzBspQrmhwM5^<7R(sekGyo z)SL4W+;4r^F^PyrjqM`rBM~3^WJdl_9K;;yb=FhX;Yxo>8I0-GA$i}5861peE(j`% zs`^dQ$$GhYsDpTfPIPg|RI1pM`y=$hiq<-2%N)EwJ7Ys+{p*m59p$rY5cAH@$;@(z z3BlUa_{_{J|Gw`~F-Ywy<`PhcWnigpU-Kh`L360A{HTWQFjf^>I*j&DfS?H-gzT9M z>L>!be)NB1^2p+Go$YM}(T030y1AD6%2^ONG@1-IM#bJ+OX!>4`2i!z6%k+~m6Z@wDnF2BKt=gMlAMk-n;{7_K z*7@HoMV&facAAqzdqo2ZbGkf0!Rj?@A^p27i3xunMkF~Os@-2vP8YeasFxR)Cg z6UwS2Hm?`p&3~n^9%X?PqdQRKsBSGzNxge1gS6+JtJK>e2W`PeiKE&4zITxeb+}YD zsxN=9D+$g#)QgG>k~TdVX7EGlg)mAn^!slXSEZR3Jt)8AOvk7^G0O~OJ zznDVjF0aEyhuIxNl0H9H!4Mi(64@_J*#1_jAu>j&pmbmj{7lEN>AiZz!#@V)STTQt zLbbd$GlI460NpUgGTk7P%g*F7+xTiz*J@1Ru24INn5Ce1G<7$II@h8=e-@YuexW1J zK0vrTK%>2vkWZSvq!3R=-mmPULk)qqFxZAspb&+`_!Ni{_JM8FgeSm^WZJzyVK1Qi30)W{&ggyQu`>u6hBT|2mUb3)O;Wa|uFL9U;W4Y3c z7A~3w@U8=|Jv5M=U_R#3QDWW+D`-9^MUGD?j#a#134PvvpUfKFxU1L8&%uA}wP>W7 znaTBhk=}FYMsPQ?p@5apX7_es3T*0Wv2P}0t0;O%NbOBUwx_45nGh$3*NO=HbYp6j z4Q}&w2X0&O4^cAx_Kwo`5e~F%?iz$L1Gg*hJZ@ogcUp1*Q9-`Z3q~r*5|)?y*Jhw` zRK1#3*;`zxGZDLfX47fHHot#FbHroMlRbg24bn2O(^`zdTuTv z9-SU20X+?f*LvS$SWv!8Mb70QU(AOr%XzmzRkTVE6QVHUg5iM=C@6x~L5`j&l|b^u z=$k47iAFhE)aABU9_q?R6@ihT@D9R0c zvAC4451ShjLGeFI>KUCI>K0WvRZGWTu(00^w8z=3!63hVAq1ILYf!zNs{PdEWcMi< zaS6g#Mi`Z`4Lw|k>V{yEGP8ZXAsfc zWxdc3v>u7P)xMlPyc$9Qu4KxfRdII_K7EyJx&s>|8%GW`^LP^b#Zs^-qzfL*p_?UEUH zX5cBsC1RnATRDF$qT}mrI>qE&B*q0A$H^?$awqN&rbEQ0;xIa}Z_OXLtpzz6jSaKd z_oYV5cTsAB!glKx<0#gsWbdii=j=Lag(SbjzBjy_0ln?X7#ojy~jHM|2r- zgXTW_A+Rduh#-)O^?;$mzG^%0Zor1`6R8$d{uDa0cOE%Y3_SQK43Bzd|L{cM-Ks&G zdq|Ox?b2JnISW)UTnNTCAR;0=5AS(}M73(L)k*CH(`REMoq=7Kmd!}J4t=L>>`LAF za_~gdg&uznrtC1@RobHRGf7@GpcYxj8LHL5e`nPcbAfB@rcIER^}7$N0p^=PJr1D- z=J9l*%&>6F5B71~0lj2aM>ir)c~`8SYt{F3o&-KM*299U(x=tT?Ml(*#`Wn!XmIyY zP~N-Kc~-ond&t3KH-3rZw1}b;u9*SLeWhFWv6_Fn=?iHPA=9~!ihyU;xM3Spa0iTt z&@28X5ECGl4-E+QGZfJc8#_GJHtY7ZvLLX-nCG_zdi)PG7cctE)N#v~A|) z*Cm4E&6bg=rkx+TS`?r4QOo0@G*7%GyJ+;979o5AU7;EWeHBK!pB3K<_WPLRtnObr zLTG5BqtQCwp!Hh@A~gq+CEze@yvFl!jvl#$&i0! zg0p9alDNI{l+#uf3ms+!5b*6hwyv+0bufQ(oOgsYchNKHVmUQ$A*_xU+%E|3 z;VOesYY^tmm6*VZnEAEr>X&#TE>-W5RF><3!70inK%*7^Dtn9)j~cvi2~EKQaUKu7 z5%=W-I7Dmt=SMjoS^_(DT9Aw@1u}o{20d@%Fvnh9x}w!4_{NKk)4a=aU)d<=K1*^n z0!*4z<|feWwp>j~`DJ$uY=TZ1y8?1U--Jfp0}sD~0Lx>h@VJ_`%f8n3!mfhBDY(q8 zqKe5$`j$XE&w?}Q=3U&$n)_2#OgB(1&)!hxSBk8G@nBs)8`vv@b69V9YPx@8KJKo5 z3|)@WuHRYDB?+CZlux!dPY=g8RJAm9IV>rm9}W8P;`P(rcIe+xGSrxzF@6%vijbvj z+I~buMECfyCI`If;WIO{KVrG_cow@i3%YVA;k6~qME9{$p-`Nc{X_-lL>b&1^05MN z9BhH3^~e-DPQD$0gnRYaz}|oRo0yU~U9e?aU_2`kAHO5ik*iU z5~KKdZG))2QCLRz&0Z;ysbqmGQ<-~ya%)j5O^n5GyAxhFwm3Gv2if(&RP{(^wC?r< zYsEjBqj8|+3LI`Irk+I-eWaX5bVdh)jMH?|oG+V_C3jVmWb(?a|B@C|Pm)x8NX5Tr zK{KDIort2eaJeY^?Ad?bpOpGp)k!L{)JLe-m0)?W-Msu}>-{9=Oi~^xl3)Ky32y$I zDEH5xBfFwiI`3CX7!*9QV;pskVjbS;4QVkJg>&9R`E!H1sH~`xMz*nfne;}P#W1xi zA@hx?fQcZ|XU$f$k_Edc3$w+bBISh{1qG**rCgVRLo~K1_}zaIA#2ZsF>_0e_+>!K z;NV~sHsuV&fqes9Pl-s~xC|WVwiv`}Usu5poW|Cicz5_QpG8Ub)}7ySJng+Oi(`^S z&DB5ySGMtm7<7$A9G8ZSjL4W+#U*r<;8mf~s+BN4=m*`*#Mw-KWbQ z-TUrDax{y3vw?rm6j%{OvkiSOoDo=MPBS^m_0}2J95B|M)eZU@GyF?(v*#m>lQ^Aq z65gPk!P3@EeHa-6yNY%Mm9kLi1P((bt4WJ~RZD@Ucp4e-v}%1NDY{d{D7~x#8)Bp! zz-X;_JAR8T6NDwZjs6CGY7%ZcdNf0pRmmc50zYHEU?YEUB)`tjVu9y*_tQ;!Uxk+B zECXv3=&L`+!1LH3G&C60MNV9)a{j=`X2#367!?RUnBo}@{=hR1oMz8o=9%Mz``whA zrl0$%G1UbL3@II9LSsx4WKm+>v?3_%s;x_BetPrIk5!rtV z>W+ItIPt=mFFcUD)*l1x6DadV@|DI7`<1AFAJTsj!XN4*sG4joR2H6FejPlrX&A{t z5mGrQTdp2j*=kcbr@I2f2T zLjf4gX+1rycZ*xAY8rbYajT9tJ-|z&$=XMd+UEKg@3%vfC@0dvNQyMr8q`TVSPjW? z*Oh;N=0YJ~);Z3@&-XhqXh&kOjwc;aVI?ZcJ!zGGTH^z81nZ9C0vC`W^md)h&KJt4@7tT-ujMwQe*%dc?AdXS$U^`m)7(NBhxnlG8)EHUdAO~SD5_+dwDo^1sHZCLk*QL*o(5_gA?r9e23DooI9n@Q zZec}+X0_z|a0vz-b8UvwRT({=@-kXCM9Rp!mpbw@+heLz$c1;bAfTIZqQEL^8nXqw zKO&68pZ3+u3Qatn?cH*>NkReJ*0TekDJC~e&=QtO5`BxmC*YczmT2|kPK!(T_i2A> zcBiZXko>DpGx~;Cw5`Ea#68Jk9A4#Eon{Rx;yHp>>bcoe&t?2{?|_kt@4{j;t?KBI zYnlbJU^V64d9)1neG*OlQ_*40PkQS|Qkhpv7>5l;+Ddv}wtYlxn zgqwHiy2P%?qaG0CoC+@v?McT6sqL!l;W3vPGhRqi(;CYv=&b=VZ=YLPd=s#Y=bBz4 z%BQr|6|lRk2d*UL)d6gHm_>HN(Md18MtdrqhV&tuuQGW);EPNGk}E2W+LV8fo_pW91V^^C&|nE5LicBEoZmrW94G`7A*&^kvu{ZiYQdm1wEqi$C8N2(sS~ z)da!I)}_(mcxWH+$Jv-)WHi*tU?$zSrH)uA&{y{kd@7qKE_R@<>TG}cVnq$rhn8gA z{J@K4N}IEFUzP5>-&tK6uNeDIecL-LF}q)*H2bnvZhoT!`1k{G0ps}|(m_4gBP|=E zQP9)H1f0hBaok6Nvu>}`S?P`WuPvV$G6ZZ)D$6>jX{J(1@LXJ*uCPuud%<6{$Pnqw z;QL^TYW>S^p!;Jn9v^?Xlc|xMp2g2_`YdVG+p7s2JkP9cSi^fGkJVKrPjcGs(8gzT zJ-wYbHo`sVhxBzJ#j}NLA}LhR+Yy5O9yr?beq~mTom$TJKJ)j;{Gzm+Xo{g0-plo&*DaEAOc;6hh&axI zgt(<=WxVD!O)6ZHOhSaiYGP&_i|%3jAnt8`S~#N|4#vdB~XWlvzu|7JMX}_TDM2X z>U;R0#7~?whQXF-c~;EkwSLLLf^NLTlKPlO#>R3D+dcEKr zGk6y4x_w+XODJ&SKA;JFVS;y!-)dbOzY?=MzL>26ZN@qnAi&)1-o-Fp zaqAuE>&V6A=L}Cd6rYKqjXty=Z@-`|cgrbfQ|Eu5YZlWBxy-hHP&0~&EMU$q#2Ev- zn78VoQRo-5jPc1i&ZTxeMd8HK!;Be-#7g-Ca~Kp@*H4Fb?%LS&u%?;ybaIJC^wc6E z%wgmVm)>oVQy@rm)(w{t)6Y)s7BGn*Nc7JuRB`x@ys!QIKC$|zeERY|AVed6 z$U}drjl7Uy)NpWrf86qwUU#Yub}Wrsgp3BrgRg$tyD5 zmpmhcUr}u#%ye9;RB}ZO8c#hWQXAP-3&OlJ>m7GCKZwt_e-V^9EZ!%Pan*(4Y4e6b1zCUB9GJzxBxhxsV^ zHsfnV3aIURtI3Xklua?|$S)TjGW%C@+*f_{Vk^b4Rrtakr_=1FBQ9(++NRds6=8ci#% zwagTk6q;sQ=i*FIX#LKk`R(m>hQjQJBel5~x(<>3cAuc*yF&EQ>3Ouz^JVMLS3d?~ zFG{ccNs@@BZ!2}bHgJ1u3gH|vTO;I}KjC*iw+lEAwgxxzOLBizCRayj zg4)XzJe}Rcn?npwoj+5$(BK)kPwGQnL6_c$>k3$2yl#dzZ;HxMsE5(-Tx8KDg|3$8 zBU+NiuFKwtl7GlsRX}=F0eknM>t7A=-yD{J+NsF<;!D9-CB$hjHoNcY_;V!C^4yk+ z&bi*9?pig2*)}8hxZ{Gs+rxiKdv_h+!>;n;P^<8oR&)}sY3Mup#=D^*ld0}sN)&U` zAL0hpckB?OjJV)K_>iBF%*eElB)Pfsc)Ec|l??(De9k`l&;6gQKXz1sru9RM63)3i zvyZJwlMp+r9s7>%rA9av_;AYOunDWQ^wVD<9^^0Ji~=;!V%|Pmj3$3RT3Uxb;%v)E zS_DXS2lem6Z3lX*vgt}VRQR){>zczMxgp*VPh<*#FeqR1j00i~Ag`0;PIgQ|lPJuO z*A^6~?ry!PTwppfN#|ia?!~ReHeY)iXD3C!P$}l4?J8^ zx;vdE^m$H@8HDr7Z!3R@7=+Nhq+;c#WHw%~nzx4`x62UQJ9J@tK@Ti)gN`70oQra&9g`840V6$gTTsce1S5+e-~_;7#Xd$aQB$rT_xD+Gn> zd5M~YkNfJ!Ld7e3<jX`1>+I!JlcwO?!tRz(Q~ntBG#N;t;jq9 zH{9E-Q^YyHRrY_oWM}$AV=(IR4W{HMm{FaX5yb^D-GpsBZo&+F z8aU2t*;#W{|;)N$|!X-qLN)$ZcXTf4o-jX+#SkX;vx0WsekVGc;e;QUka8J z@0L+L?9}6dU!po=)74exau~2dvkK7K1}9b1IVqgN2{YNQr##T-20xw=enOS!jlGb9 zOsCOK-Z-p`H#bT$+zIy0WO6&GeT~>({6%GH0kKs7@CJOf)H5VpNlL-h50}*g9Sv1y zaXx={H`d3wYXo!tFmc8`mFrP$6DcJ!h=?>s-zG;x~fs`NzqzVkj= zeBAbf_}kVD`Fn>%`PA{ncPSS=wHUCw#$jad%aj-zH|$~PD!m;oe*)`4C4aGH&4hpO zutx)i=r!CdmEj~Co>LeP^KJ;fvdmoe1zVMVcO%Fk?20R-e)Jf5Ohj0PH&P$`ajlbuyz)dOuhtr`?16rZs(k83LKEN*|) zk06FRA&pP&C% zareoUH=GlJhh&@|4Hg--7n)xo{5RwU>cfM3B31T@;tri;$oucV;8TDYFr=KcZY&ar zGN0CUn8;v*N3z6d78$G4l?*L`P|@mhMn)_-kFq;qwY_-p$J#-57xaJMO&dVOp{NOL zQY%^UV?QuNL?3!kDc;oKSnIkOy9iC&JF}3MXvI4clZRcsA?;-mCGbiQlP0 zLuXEz{8$1kH2d@##L)pKTK(DD_E^utgWk>YJTCP zKf^r6buF~aPQVo-6mEaM`6RnWkMh&0X}o#Ij~p*Bo6tS2E~uLdHm-_iP!oA45IxYB zi1M7w6hO2zXwy|2eFQ}|>bpCkC4#8RyapGHO&9gr0HONa&4qp+qk(hXjSJ4gsrvO= z^qromHiWy1l_c2CVX#Q4R{6xR?&O_>(gdF{7^Ip%aj7>-tqFe)7Y`NWy&QBO=u0lwSy%u|B;7oK;u22+xL* z>w;1bqdu6H)4AO>?wo88J*rA7^q|}Dzwb#)|I+N5y~7K~A!$SWedkNDpoAkJ^ldq; zgIBpdxLhPz4&r~RC=;~ih)6T^DJCYh4n4furg6{Im*1$)gAHA5%Hs@`NBwyoMpD`CWw>SgI0!SKL5ed@-aEv_G?|4dv1Errn7&dDE0o%lNB;^lTU1!%#FHK zGp_XEv3upXT<2*%6nu}MKv0l>v1-cKUSc4g>Hg?s((bo=`faUzgwPZ>dSPfYmG@F< zfS0zsY_DP=MdxZOO5uo#A+^L*Hp(yyVCS;0|dY?L#@(5x z1)+adpn7&iYjZ6nFC##OeN|8#P?I$l7zXzV?(Xh7xVt+9ch|wf1ozz)6D_Lx`^d(K;(ntmbQB$}Rqll)EyQ)13A7D5$a-z5!)&UMMIsY|wdK!jkA4*kv zO+n`L=0qlMIHqiJ+vCT+IF4K@$%T^TS{p^iv0z5T)I((E%!^D)c7cDP4G<#N;?N_FYj=Dj!$BA5zVrVkr`IiFM{_OPQck44SBkm8$?rm z|0t=*0T1l`lPHpMq>F2hZ60g*XT7S2aoC^fr}rUkn~Py3*>_gHX624VfFZ&L2Io&? z65y)ok!jas4Q`JQb-mIE6$1P2n(h*$)!o=;dVOwdFZ*`CL<@ZFN+Z}AyGAv!*1W>| zzl|ZhW?9X3FxT>PQB6Yz8mCI~m2Ti~sh|cMwuX3GpEGrh_dSMge!7Pfm$Xe=-f&tt z3+_QC>U7UT4$uC4%S!B?n@D%|NywUX1v|_94F}haS|lmu9|p2H_Y7E#pj)p5D}Rv) zGwJm5*^Fb(r_{H)To@|8x#*n}M+08=*hN3Mks{a}?Q`pka`_TkTfH8jPZ#~ZCCNFz z$5v^;YWUf^Okx!ofVG8UNTA*?~)(6s+db_)%&r3iZXe>fb+I{iyjDjI~Qc%f3jjSe~>=o04Xk z;C#@lv{502YvGyu9Xme~>Wc+vhkX@=@mP0betaUUERGXenCeK8Dl|Bsi4%@!KR66g zG+Pn}3TAK8*l_b147JQC~VD#_Qs8;_(qr`q2kJ~8ABOn!A z*pr#i*=c#)m_w{*wxv@agUSM2A8By7hVQ9I z1qONHY>;OB`p*|ZV*bHefgyPx5^E?|K>~nRjZk5s7mC12rItCE86Dr-9m&d(A+|8( zw4F?*xMvLvSFN$x5anB+sPRPYJOZ}%p=R+>{tu6SfsNu9X1`@l$r3k;7$qRwS7Sx- zE-PxIY(*y08JkNHR!=5U-0n*?mzMg$hCSW>)i}dpU<@@N)R52)Bgv+7gGX`%x4jmRw@; zRRBf{quQ;`A43%V#5*k7!c(%A9+q)?;yIaFzCZALUC{daKr2KRd^V8pzmw6Un3Drz zK1Rq~^!euL>19to8@5Sop-?@aUAVaxc>$3(4-IM?Cb)bvCmYexEo6+#>7&C9FWC#& zW`=5lQNotTR+#ol#e`KK#=uh~n-Q14()4ySJ)b#P^C}McpzB0s33`Gsh=!rKya}{p zE@r)S@Z}Jps|zEH+#|>fHa+$#oYvnq?r&a%u9EBnZ$whZ$nh(IML{mNmAW)`R$mf;Amj*qWV!x?hv%ka5JG7t8R+nfN#m0L zy}x4Ga3G$o6+W??8Oi=I8&7;9LqQw9Q<=d@`h!4|&bCKFB0eNyTS*e%PxQ9XHYVA> zrIUnGL=H|Mo3W&uG5tkro^!CUvjOz7ay@f~5?vCR?I)=FFxuF1(66G{)baWIIy zx5y1%T#&9?qp8q@F5DKE+#Na{yc!u8vzJuqeD7vnn>uwgY_)n-Q0+mgX+e@-?{dN~ zf}?wVofRl+y${D4xU$$%#bVt-Y{I_pI^QQvzCmMeMS#?=9{#N7sMV&i9Li=a2yi)2 z*1k+&)|62>jKbL$B^qh*DRqq)`2i0HpKUsB;csIb{fuGn`nw99vm2i$nTH5F?$=AZ zQUn)^uk9PE24gK>iY#2YJ=IupZPrXQ!~B?&);v@2d~}I}88|Sk`$OyS9;2t>m7;w4 zUz9?$L{7-N*JaP-k6xv3d&9_X!TJTG3LCQ)e#-Oxl=W=;P}=|@%x*RRY#D@0h97Pv z5QJhD(%c)8>JP;-7OrJ$n}M!RMXJ6zWbZ3_4cL2~=9|n@3Cw9Rj_VnA`3G#OkHij2 zXrwZtsy`K)x$OM))_=}i5Bf3D)c@JnWU@No=vaoJH#1BCVkG?^-Fj+BZ$hZa)-~ovt;@uauy_0CEnP-{IN-} zMVFX`QYf-KliiP0ex!p zB!5zQkq7(K=bUR2*0{aJz;o2~H`wZo4VC{zkF;{Jum^JRagwu>yQDu8!c(Jj{y&l= zIkx}@XL`sREInl2$WC)jF6-5#TN3NJR7g;5V==;q7lz1^NSJr(M~6r}nmS<0)3{jU zF$3dz_1;fYgF*t&*m@~GkDR*nD)5{t?Q=ctcGOkWLe$r&`>1+eECpIZjD75W90qF( zPs&=UV!71Bs0&ICPU^mg0XI=h6&e$U*eUs*)V}RMp=FRBn$j2#8_~qBC z&LZSWU4DE+4M0}QO~VLkLi~+9M~*I4}=>DzEKa z!HA(qA~DD{47Qc=qwQcKy%Q{|Nvbwz)Vj#10C`#V?$JnB%hMZ~gR+ykT#8%1TAMr~!ZtNeFb(xNVrYcp*fK6z(8BcPb?HoQURu z7x4_KE$Szr8XihAD9jC1jXFZAM;FDe5pJ(x9^u&|o@~T`PAXR`_oo*|K303BEfj1D z3jwop9eoByv`|z<>uG>Z&8T5TTg@xM1N)e4c5)m&HfCS2XaU$kvGoerIBxp2{aYg` zumM?txZ)9XbjZ&aW8W|fxb@goqP4@F6&Hx_jb(-6Ph(*{{jG4OjsOliP` z+I@sBV@#1k{Y%49lKY;TzLi25OCBr}?lG6si6^$8RuLah!vayQ3gb?2|b zAwz%-^blW!*{^5_Z7fpePMyRBHZG%w7u?^H6JQ<>CHf|>zG*j>^ewmOtF#*JLg2Uf zE3f2vpi$9sXiM^<`K+Vnq6uHwbx8IJq<`@J%L*(3qNI6B1ov_3M>UjidUdalSVdQg z%493oCr;GmxBF%7*=3hI0=t_1mB8<#1a|%sML_SJ z7&h4houmce#FR}Htz`Tj> z-|2)+j2ezg4Za@2!rt6^k$Th7qEVkAeXm^f^1ozcF`){s4=_DQu#sfi3gx6aXeP9u z*!{v@XMbp<@L=F(MQMLa>S4UA1^FU^9Wo_~FxSRHHgkDqvf5}g~r zoYvQpBPQxtZFcAVuH2%C0>!jx?rMl?-7$Ne zZVp{#Ky6ftsfCvFxK+moarHO<`-f**8GjPA?zEjZ)MVTwcknNrZH9iI zrT#$P(I$5drMek;lLmWr@*=|_jK6D0=2xm&=`h4RAZKva^tML-s3pgzsx8oamT z!TWIe$CUCO1z6DlOTFf=0Q8qT*H0;wWE7)W<^2vi#{1V6d6TTHWGZs4r{dXE01zA} zEZPDJ)f)ngLZL-#`A?%TpsvhnpiEnCv zpylI3{^Ehq^&KpXNOjPI+{)%>kuTZC_?JSPCiK62A=dquGa<-MAZ&ZqSmnd0ojcgG z-chXppfgG1K)sd(g`<7$3o9&tzNAr%eCj$Rfidx`wjb}$$b8HGHqM+08yb^VYgrfz z^*tfz@{UD&#omb^+y3IdpI=(K#H5Wtk*4qDFy==vEn72kJRbTw77)@B}b90AL zc8UEuq$^BAQ*o7qmZ#dAEdXZ`IpebwyN=63`n!m8+!NtWT=R$T>Zai}3($$D}n!q;lPU8yxrv;$MzJ3lg&{HXNEE~K@y9CYGkLvg@p4XJR_$ux8ggeEf|M|X)Sxc{5!i> znikes^xi*j@r=B6$oahPaOMCdmyp}e5Cz6#PU8g8!^Pl{Vi5w5M=Th$U?851uFyr8 za=iJTt*QZNqQ4$%3IdfK@kUZ$Pf^=|f9QrDP7EDspAuO{&6i{TEamB($yr(E7d^GS`D(BH#A$KzBkwJ@$iNw`tVM{NZ@eK@@Msh#Oe)DrG#p?BrPER zQ6l&QuLlePlqTYWi~EQ8PO_X`D9VvfQ~L}=7azkZ=hKi4W_>O)GAJ&hpiT|8YC{cB+BvS}$+ zC2OphF2^U#6J+4BWp7@>vtmQQ$2dE`(DBI;L#)V;3nGNnE2r8%g{Wc=;0~%Tg9wqw zP&$&EjrN$*7$j~j?6%)-2-#6Y*~|^Wn19_!q#bUQSR>L&;bW1@%$;Cha}=O^KF5=*@cPBA|TfgZWKC! zrkiDygP1=axOX$b6I#!&5sj&P6|7GP z-?r9`#CejVER1i+5hbj}!p+oHp^2xX`izNCwk;UV(a56Wx6iI5rXLl-)@=U6uF1~x z>ew^m1532j82p$63~+t`GiH4?qtpjr086yE8AS;ZIjOaZYpZc)=&LAYY(a%#k zpxsc(3{dXH_jc2%ClBWM=!<2uG}d^K6JH(pjpFX0i^*}8zG!pxk{ z7_G&hDd>PK*xyf;yEb6H*vl#BZ>Ny#dKLYAF!xf2nvWSBpQOYtna^}IHO2&9|A5Le zPoX)gSMeI=em^Iwab%Vav>C%9=}Os&w32WuJ1ylu&j``2Ab+Zvr15u zT~}$55C+$GdIkc2pvmzmpaYU=m-vR5bqRisU^?3%H4jKNh09gl6`hD*(nO^@+WtBr zylQ6lxZENRj9O6iW_?y4P+>kE$H6*OS^1ku5R~`P@VdrtV^5!trtwE@ zw#>j?!QW7bl0V_{u5`kkan?Lu>Pj=)dbhQz2UlR)z*N*k2eze`M){{~1tnq1wX&48 zH)lb4roeAK%(oG|&si~Bs2Xe2$Gjg-%2KMPk5>h|l*n8T`HdBO?T5T}KdW%GC>5Vz|VCGCJe?oIhB*1Vs^5J@*X6Nd&mU^>eAN$?Q0 zyBA3UOh9q0jYK06XPoLC;hY2vWYI8vu2^zX^ZWj`ceCpT9;^d@C^9ORL~0^K!gEJ1S7phhBd-C>`7!5j{afpmVLvAL+o$zc z=>9qKKF>_ui3amS@z%+SL5?NO*jw8#nUltcoJDX3Zh>S8*koqMF%L3H=V%hxSqSs2 zYqCMvuQPPI9;3^4?-PaU&@9FB9UccF2K=~iEHgAY=J;S}B3;L~n|0oArxl;(*&g|6 zZOT4wjhj05YPQf4nrx~&<<5lS@B6a1-21Iy_mHhRh}5E*1Q-^v(45ZbY>V6%oL|au z{Mp_}3ICc@(4T3{&-dzXccc2tBw^D#8&n`;a_|$xnq#uJ z*NtOzR5adDzpLr*zw&@#tYNQDFlB60s=$Nvz`9qjVfdsu!%Ih|>bv9W^`>weto(qV z#<5g~`|nFY!#y^g9CRd;=_@&l?O&of4lOv^m}#YNYqt-5IjW+U4~ViSujKnrSC+8= zewn5r`qKVeZn=W z+Xn;=|2Cx63M>abZXZ09FAhEga){-r#Cxk;RS()nL_{FV{&X@Q>O9aRVNxa_vouQo zyHYD9@2Qr2_w@sGIxnH|kq2(x0nE;~Z8wO2qKIMLlqTXIaJRj9FN-z`p_{!tw&PzZ z?7wxW{~@}p{_Y?@x*T@uSJzbnb)KR2(+h7oxNf97=y1#zvHraTD+CVliN!oe6OzdA z8QN&V0DrY!3zq2JcnG8SM5Y_66E8b#x_;oTsT&EnapLBD@(%g~8?YECjeZoxnC zAc1X!+*Wp^(F8s_zis`4{AQ|9EYTyt>*HmVH&s0l4?V+NdhRNEcn18W8c!Z*l(kr< zb5kDbh>BkxmC5Vk_w|2x#V@rcAC2=rmX%rY}47DAkG{UWo(nO4K~jjK3z0te6WU21`A)_ z)?p?c_lZqjuFfWwfg^g~;BP!0NaVX;_y7FxTiIzvL|C2s+5=D_zk#FQTy1{S_A`(SA&^9mDf-?Z|5H0Ejunr`wifJ5rQb|Ci5IR3 z!?dzbbgp+GuPgm*7IT0##q*Fvn8d1HQRF)h#Hz&dqG>47`7%&dIwd&*QI*GG(><_L zc2@}94I!~!Z@C|o_7X{W%P=qH-Dr8KjT=}U>kt}C zL2A>_+xR-hCVlk=(^H92oxV*EhXcpQn_kKaf5^zg!OzXf!_LIcLC4Nc#{gtgcCiAR zds>szg9SO+Ik-7EIscQA-pU3a&%^%T4ZHW&ov<*FP0P>Knw(A5!d}zU3CN~G&dm>G zld*I6@FeFF;QIgFJPsb-l)@SYNUh$g^C~}P(7o?#b0>!S-LtdJ^Tbr#QHuz{gOrl(@tl6H{+KxZ5V#UhADEm5a~s6)xgu3geE|O9 zj~r$^d%xTjj5$`3nnr{aV*C~j))4hUC8h>@Jg!8B0svkY-3@q*8QZ4@f%cfez$*m& zg~1w^0wc&os6|Ia&1_XplCB@@h3wnA~Lvlm&VT6If*kSY!pHnG- z!4ykTVD6BQm>^*5k$DC|Sr&mX4_Pcd?CX}y=aDFSDpV6s)=JY19XL(^KwZNF@5?r3 zh7?RO_y%y$n=ym`IRgeV{RJVK0w718%z&982dAN-MiB8A_Vl;+))Tjr1Uy}O@bTQdG1q0LoO06^wlI&+ zOqFld;sWG?IsQ{DY78TmVvp4rH^ER%jJ=CYj5I_v+c>Z-A9Mq$k3*k1FSI-?Kp_wo zCVuhc6d;R7ZM_Pa#pm}fSE&zYMVA#LiYuD_Sg`5q3Ef+Tw+V%xj0#uA818B(S%b9C zE{V?Xit;*DoJ|^%#0LckkfNz@|4{XukE(5nv~l(0e~|VJ@_r@hDc|%Z%KiQ{fwvxt zZo+XMlg(B<+Yk!5!_ApywZ#`)`gZVLpBt1XgSe{cIt1}rd2u~B|C_S>m>GIEmp#I2 zORQGD_6_EZGiM!5v@@=(91C6epw<~B3ZAUJI+i3p*n_h@AMEmN=Cj+QIxM4Qg8L_W^PkLHXc=nPZZN!FF~B=u*>vJpMDiNx8AxvU;2e zT}Am*sS-S34AZT(cI=z!81PS`3!YaE>ejwgBvxu?5R}rSDsjR!a90`oPnK(b-?%}6 zD|ez^sx%dnmD{zNi4j9})YGg-Bezs7{)Qmf+hshQjqq|aKNakfod0BUFw;_4gFZ-7 zIN!O$_}H>HGmfL>SA|Z0t;UD8e=5g%B)5Wfh`lwM5~*cZB{G>_wi4t-h(V;IIN~cy zcvRM#$NjwqwL7Ow@L8E~Pd#nEY6e}qx;jPqF9Ro}mZmH?N}2k$Lcu{h>c|%3gcI}K zk0*u8*r--?b#S;5S;qcUUh|o;vzIatIoZHD%rt(WZf$^yuX1;2CVNQ6AFyR$uGHaa ze{f0~#v@RSV^?!$*^Z<`P+CpvTyCjaF2>g`7KP?`bEo}N#mpmsYkYrrmU07EmYy4T zDtinl#WCA8HHlg{noAVQIF~Lju2uXznxoN^M*|NNTZrXPKYYfI`BW8>m4f z>5x$_edU}%ty)dJVO3vBhLOUo+VXU|b0YV)V!f3ES-ht7pYxg7Qx_S zMPM@~u34WA6$+0wo^9em<`RsI&k&O&RLX^%{0;1g*KGja!gwPV@jnZx8_3fdc^Hh7 zrOYeXA!m5XUXjE)Vq=>bW1dX<-(`IJd(U2Uy)0B96o=TY69ExyvEzjUdZOzA-MmjcL`pHw}cFzgp@Q7 zCntxDw3IZvq@<)Y4g?NpG?j)d_p7`#EQdfbG9-xMBHF+E!OdZ02zYuwm6{p z#i_pI@_1+FeD;{bwl4ugrtX+34zWd2Tm0a8@{(;OYUYS44=-0xJ8n$uYsjZ14kA1~ zYo`!Tr(kmvKRX|UnjC}&gF+-)(KYcUYqQ=}ngx?7G|;RH2%EKYAu+ravvN{+0|nQ| zVQ_09>aEC@t|&tk!z6+y!m%(Y?q^=cobXMqL}xw58Q}r0WTZX9!V$6;Abc~duLXdy zdN{*+*jfCnt|L^18b+9=J=JZPC8&qJC_;bFr<}hx#Pz0&0xtdNCw(UTkJCtnhig!} zmnzteX7&etw#8LBNFCc&h_!3fEZ-t#y#CsYQ9AqINh_h0)A6QR;c}F^@Oge61Nxvv z5-;I|--DT8o1+{KkG;`MCY!pPB=@qBOxp6oNjU+hn@=b%=r_WVV>~~yG>4|&6K?|H zXw89Tp^<`UUQYRSg2rC$N1pSCRkPaV)hfEV{}Vug;G<)F50gfbl~qv05AM=oG1DT4 zr&H~z$Fr8^43lL5H}_<=Mu(yB7R{{rvNlurNv diff --git a/documents/write-math-ba-paper/write-math-ba-paper.tex b/documents/write-math-ba-paper/write-math-ba-paper.tex index 08a6951..8c251c9 100644 --- a/documents/write-math-ba-paper/write-math-ba-paper.tex +++ b/documents/write-math-ba-paper/write-math-ba-paper.tex @@ -18,7 +18,7 @@ \makeglossaries \title{On-line Recognition of Handwritten Mathematical Symbols} -\author{Martin Thoma} +\author{Martin Thoma and Kevin Kilgour} \hypersetup{ pdfauthor = {Martin Thoma}, @@ -197,7 +197,7 @@ and a stroke-global feature. The simplest local feature is the coordinate of the point itself. Speed, curvature and a local small-resolution bitmap around the point, which was -introduced by Manke, Finke and Waibel in~\cite{Manke94}, are other local +introduced by Manke, Finke and Waibel in~\cite{Manke1995}, are other local features. \subsection{Multilayer Perceptrons}\label{sec:mlp-training}