From efc286f2fbb1306eca5941dd9f57a7faff6b67d3 Mon Sep 17 00:00:00 2001
From: Bai-YT Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Di
the consistency model without CLAP-fine-tuning, the diffusion baseline model, and the ground truth.
The diffusion baseline queries the neural network 400 times per audio clip, while the consistency models query a same-sized network only one time.
+Since the models are not trained on speech data, we do not expect them to produce meaningful speeaches.
?}aZwvqMa%)`?%4Dyuw+d(Z9q)fh%LE9OMsDd1)a>2!HL7`qBr+jt4dB0_7)BA z8oh1M{Dl*w2o<;m?{MT13R1N>4B_#S8m{fs44BcL+X4Ry2Gh_Hc>L&RFp^I>^EIlc zWoiup8Y^dL2NE8WnhhK1NYrWrA{Of-YBaV4zjX_!rRL*}^~qCe8VZz9zPVQQ0#$HC zZqsRjaePVXdmFc)@%)F&$9;nSL`mjj>USwO7Unk(`up7d@|1j_to;8p| zqBM$kkZw?B4(7C-cMzWcK_9@(@gIEvZkqH52sME9pMv23#$!`_Hc6Wt&O1-E6i1Ak z;|QXBQ1KoqGIozV24rj8RX2%=DKyt`9%&^Rd+CTZM+SNJuE8~ZmE>A! N8*^LO`@bIl1?vm`ooulDxs>TU5AOh8+7WR{*+ zUFx#f{{Gif-d>aMedgpo*_4sOi->QXx)y=n)@9^$muXQRqbUx$yxI%>l=F(l#(wP{ zH{tmCb+-*;L28+$PLp0!a9YK?P>sjY@wd{~Vw%5{&W(RJl9eh)_mPqY{mioc^@Lpy zE`*1?GJg30{?qmNfS$+A2f*EJV;;u^D{>$;bRbJl?XuhepNrYvzv=j^S{%iO*m6Zs zrYyJHQ+k!zIuai}%eHq~6bL{u-FOFTNCIzDLSsE{qSAa+U{kiem8P0*h-eM=Mp##f zkF}%3yIWBXy85*mR%t9^qjlJ<1xaD zeLC*`DuN8~P+01w2fQ_5?$C~9S&qvusbi8Di+JCEzK |$ zGXFW;`Y>$@sTQnBTs?Mw+J(5*;F&T>`lGa6wJq?bXnx>pcCbkSaz>5nlxjw6B5%vb z(nCx{At{MP Ar%D^?y)x_81 z_d&xYku_nLX_*loi5js;^{On`gQfV6(} vD% z2X(gtf(-cK!$18D1C5MymNi_{#9{@Pr2;}*PVyqKBAQ1VA3ufKRdiN|^&*hnZDB8k zly>+kyHt)R^E4M H$}O72q5LU?@R;^EDYr9fk^v !0s>G=Jn5TIgo>iuoZ8Pt|P7;s}4};C(Ywpx^j+-^`=V1fg zCLm*g=b=gtC)g_0`Zk}>Xs2GwN~1QrY51)vAPi0w6v`Q=v8{`=F&_t_WdH~j`sOAP zmXdNJpt(6iE6`u=$&jUP&uqw)=yXW#jr1dhzQGhhnqjM+oA8Txm!;S#F?fg@0fbRh z6B+*-OB0n2l{a1*d$UXG*v8$=P}vb<7J$RA^++5Y@9T;@%97G+@q?3&>Bo}~Q{p3+ zJ45GVNdQ^6nz8yP0!pqpkO@Kyo5vd8hIhyIR7klZ{7j#aTk$JSP|;*2=cETbfV1|! zpEjN)>U+(pa3ccB5K~M$F$3B=2`JwZp1!MQXnjEm`~yBJW%dop-~ex_B>Uhe51{gC ztxJum+xBM>NyNhE5lB8*jwmyUOPYDuxR2@CSJUl<7zeC^U1xUJwwbQk*s=QG&+b|m zN$N0jUq*8k^9nK=x4 ^x9Z$W%k6hmY`eC0 zHg4>qXvEHhJ}$Z@*DoXZG*o>qpr6hb=_RW27~GC7l*IAS3>j(&xgdIOwF)Za>uzj6 zIZOHnLK{znLQU4CajAP99bSHqgXARL89(V2+cn9k!JO>Ala&kw4Xe1p3g8-S)J=dK z z$N+@^%{&N&olE-Er;QTOGu^REp+33oU6p3XH>Gu~Ybg_-Un zNOMSZIHdU^@PVfsZ#*_m9AH&qZqboB>;R5*{|yyxDC*9IO@-_mI}Ngm=~dYv$&I`; zK=j1m^*le*btEF?8~8>A>eR!UX#t;J&X2nv8bHbabkGM=ONmL<3S7Ri%Ml}FjTjJM zU;f6I^T+{5CG*{;?%i5rc}K>xNTp5ymFN@AXt>vWjeA~$Fw$+q4WOxNjQ$S&qx8$- zroW8o8=Qr@QzhkdJpefj#BR<#&je^Qcead1$!6_(fJ))P{FU5j@iK1DiMHl@HBa z6Lh41fQ%{fxVJ53Vu(mv4|U7N-qbk~AN0sE&DWPCaIORgtCiOAl>m!wlSe!=Q(HV3 zn5%hF^|}kR=1cfrTfnANw0})_F6OnT)1&7W*g?5{@&}i2o!~q@lq!sOJlmuFGFniC zF4~)kGx8=8b9 pViiY=hz@4Hb1(q&TN=Y{kon$yWSnP`L)1OO4P# zn;9s57pzwLX@@y1uNen)>*iZ;h ^6^@w;0jV=-liUZE1Qaqs-?pRD11m#)vSiv5UogZh z+_|5l+~~oN8KsQg$*C0vRNucW>NYL@B9yW2wK1?If(e88 ON !?a1K{?b8>Tt9oAv36c#J3@L4I-syARK6=|Uu7OdF$cVZfhoJZvyv=7OY)8rJW2 z^I4hD&KUz$;$0RI*FTz&*gDGROjj|oy<=Pu4AW|9dulk$qI2sl91Cd&SAKKL`KafH z?}2rK)S(T;9^RW8M;IqUNikgQ0lj&71k$P817>|3sP;w^5(`R*ys7RM^==j{n4dbU zvbzUKutF{#5?jH&;3-h6qxVHlm46E*6_vp<(fz9sQ}+`UlhQSxNI@Y8G<#!1e9Ex> zQQfDr{ymNz3^fjvJAz`jvHSNoH#5i!sz76r8rOzs=E!&^pci9#vRXk?fM(LEfy#c& z8Q?yi4=*iMWs-q__o3K_CBt$*ghk3jCLLUmbq G-JsRwfLmJ!O=pj&{UBD}u?T?HlPbN-}4Pu0&FHMgM8#;g EYo(DvN$xt|*nyX`M{S$cP50hh)rrmDK+1jLEHy~$i^MlsEdshxahdeSemDXW z6(DarIiDlHmgDEYTHWETN3beAJo;Rq>+yBE9J~FrprNtz(~No%BTFAn1E>vf<>e$V zxO;ym(U?P5>#P95LGWF(>v4LfcSZZc$dRWbd26Ha&Oc~BNI@{`L1^Ph&b3KBYm;cl zQ}k#GU cL1m1BwI5+| zt^VLncG<~~5sQ+qd1>t&1xS(fxK@cP2(Ujc&`}%~9GV=~MG$B-?$OB!1u _8QPWy(Fn}QrogCxrJ!PHkmQ&C-B0N`OT igrEhWg9pS6RZ>zjf`P2Xl=D}qq0Z({O(QU#c_kx*K& z1Fa9b$+Ifl4Wm#K0;ssC_hsly-R*r#P@>!ac&Xlco(T23;DkHEGr)k(gp~GEj35A~ z+kXs%cFO@hr75YJBUxs9=p78vjKCwhofL&~5(eYQ1(35tZI=|3wgbJmKf-&RTSLjC zJa$UWeG}J?YX`_OBp0M7%t-payBE?otoZ@0HU}rX3Icn$0b<&I1;aneQi%~z79A0^ z*GjVT=}i;OOzo=Z!*K;LJeV20dd!z$EHL~g`4hE$n Z zBositMRi@T2~h~ZLE;vsr18i=R@W<3gc{~{@`Z2@u26*VgQ`U%FCx_mSL~dY2B8y4 z2mlW&?RCapEpwkHF5trif7M8mvdS#o`v^V4bfmqF0 2rp5B8NxplA~G4r?;%Kk4fQI z=C2;BK`-m4RIg?j!6a1rv|`YP^Fk-P9M}(u1AbOhdEYC8{iIKH@8zs(0ky4HZL>}s zvPaz(gTnkg3)ev+W(|u#Sm4j^A>r=6tjMu@fZ&O>#1K>Vtjh6ssi+~_zjNm<1WX*U z66F=>S7E98MY62ERRPQMez1`O!hK(eNA{ASrQ#hqV74qLDE47K0P;6~_}ti{m0b8z zJ3a}8AL+l?y7JV1p2|EcqwKHvV9Vw$(l#SSiBo8$_BIyPHlM1^MHJ)Yfgp7(DH(Zn z04N41$J_WB@Oq Jb0veg(C0{f4M(B^b_>$l$d+j?WmYO3KdbU zLJ;eCatr}99HD~0?=&`Nel9*v0B_Gv51cCw+){(Vefsq@FTvo50Eyqdsg;Oi$)a%K z@R#)$cq1VPkPu)=iu4}5^X}L({Su SBdMu6{2pg0S9hDmO}O zT=OHx?;NKPFT0*KoI}Wv??^iU1E@_$fFE$<@=o&NxuH{^ >Ug*dz0CH$> zdAHw5DM8@5*cl4}PSwhY`?>`DHU20ta~)-2oQWkK8rd%lnD8?1nn2=T@+fy+(ty{s zH+wV9Y<_0#p69#%^YEGQCCFG@8beHJ_Utbkbn1|*t#I59zerj!g}2%pobV;M2=);{ zxpsDdB|?MhCs}T1kjN#zwJEh7;18Y?H6dz3>sY94E{FLvd*jDVcfn~P(5tJFDz~|{ zVcUMm2A)}V|7fu6j5GN)!f;lxtz%*x2--~SS#|bos0|etXN<#eSF45AA>*XOhyCcn zT{_IE1Ooi`Rrk7+@dKz}#+b)a@wubqt_2dJ2_-nxPUmNA`OTmYO};fUK%hFrVH3zU zo%DBy^e+)ogw=sZWHW}GmADa7v-UcrDa u0E^Dr$?4&5?y#CGsENG<# zL)gPHOIV?|p^6GlVVE9;m6}LmYNfz&&yqtQ8g9SxFLn+L32 1N{Bry>#GSWQqbg2Wihk~MsuS~@q+pyzb$Cb8W0E&pAoX?JG7~*HM zAZ;qr>ToD-GK-16%9&<1G{U?A(JaD!3#X GoIxx1M(h9Ct8Wd={Cc<;0B52 ziFs1$K?C?WIGT4R;qN=%d1W8GwTXH5hdU8STq(tP&^JOjC?gNgh^65udveb)?YQp9 z>M05dO8#n4tbCbHv`G&>`J=w}+;NR+%U6$zg1po@D#mUN5Hf^< RPJ+ zVO7hrUib#)*t-_o>Y-(@`h=x{`eYZo^)% A&9aSY!iEbYJ%wsWO1X3o=>&DUu-b5oLipDS5f`Zi& z<5mTtQd=3izk>G{Z9JaZR$}GRDiJB_txL-1Pmg3LHEq_s9yo;*<`Ur{#a|>* tMqLbE0jTxu-aB9zE@Jmg#9Lo>UJlP)SITti+t>y+?Rh@{b$nwT9h zKP2?FMaummIP!Eva^a4I>VK^si?3UU{H{(y_YoIAf7ojUet_|Q `OEW>exS2>ka=rqzPSs7!V0KNhI-)#g6Q4FAq8}ZMjJxKi)aje7$laCxLrZ z$O&9xjLeo`uNk*+!R$s#A*6412x8;$2OKnV;m?oJPd;2w{=h<~NfxIGLx7{U%%Xx4 z 4LS2z zmG}Uw35#pe)%W+seqMYa07a>cIa8i=wRqx2bYcQ&^@i~VPghLQo-7UR;C=nPe(iJ% z#vN!x b7%o^166CxVbxc-(Nl^ z?9s4D{LnY7E?c< 5?kZur Mc*rvip20 zmj;mKW ~XsLDP7UzUDh+k(M5 z05rY4<~$vEHtq56Qc_kw6%1nDCW_VI#NTS{rYryks7QLV&qFFEnl*buDMxbM%Forv zamW0IWnn?*=kJe1wWfLt&V=J7LWh;-gLhq8rAT;Pe>EgJ%uG*r8xXw3x;al3b^hz+ zs_2IdFU0u0p2_{_uWU_k qo#=JQfiw{29j|t}$fR4)pO229T*Z z82yB*w wbktD*m +`w3opw;C2p(Q_A79%R%KfW?I9#wLeAyJr1Q2I| zdbU#NeORIL?UB{8@sWLd=ZY4>r2=j1F-U??H)z(u)8#)^1$keI$kqk c&j@a&PCWHBvufV7%6-^ ziU`feoheZ1mhQKq=&4z(?**l}Bj8py-9S(byBHfklFuTXWY?+_4&po>T-3^R?)K`2 z>G&8a*1tC_^>+%>_26;rqB4|qV;K42OFTyVcY1}-&s-r;_L;oYpntSjCr=LWzrb$S zVoooLnyaZ-O#&>gWMsJ^ePsXNNwuv~^d0P}3k0KxE$r0MGPCd6^n^UO4nWcpr5dh$ zC#aJybjXZ1!k>V4GWZ_(zaUBjtBBv(GV*&{Tb^K}ju`PbhI@iE0e|97ZM_OUds`S% zdecA2@ KfNumc&OQn_pI5kFJu5{Hup}jM!iPA$ctC3eA^_yoh0>M+Tuqt) zFdUFF{M!E2QBAUcp3MvX+W0$Rf7>Uf6_EwabzuO=2AWYcpAyj=-|B3V;TuK}hQ*|v zhZ*@jL3ph+YY0gqc4R~5JFR-&$*TTs%(akZhcpsls@|L|5IDmh%n(wcp@x9>d>CmG z^8U87#pt|#-wMiPAwU9evO;g)&~{`0<41f`rc)J=f~BNM4PyO8Z!;=e7X#}Op2#9I zPS2@lv0;y^b>x<~Hd?nBtb-}mTi}y4bhl=pFAyXKJK+|hZP7^@Z8NGztFGz0rNoa~ zo`JAtzvXmptgS^{*a^n0lkJYYBy9R5!!Gx$DWKN-wIK0|6fo_Hrh~cP{i_kBx7CLR zhS&*1U=L1a%e)Ok$KFxrSh3&rt8E4O+2Q0^1+$s*J7CIfG)zb1(7 zNIt7foyAq(7H^r6Ua$%ADs)bQC=;uHW+&Kiw~b_-ARx$z2ljy13U1UTd#t{kGli~k zOS kqsvXeU9(w~z=RkAVi7XAh|ow`nP< zC8V3S+c)C{k;8UzYGvl8y47Kst>gXaWk=&y!oF~46yl7Xl3SNazL@oT3Os1v32)R5 zL9^-w4KV3M(z>}Fg>FyGHjxT$YoyG2fwega!J$x)QF4S~`z&d$pHeGf5Poo4wW?|@ zzPZX1+*N57h5@F}7Nhvu?SK#XgK_Kg=}1K*G7=sMg}$DvrVjq{< >Vc=(>$(51_lg0ve-PbX|%<}LPA!)7b0J-NGO<|*)R){)dK?za`$>w?KyF^y=qW2 z3vd#IU4jke5-V}i4$Rv&x>!d{Rxbr)@Jdg`z;C{>X#0MJo&yZgehU??Ag9m=Wf{<9 zU jQHh=a1=;C9Ie1G6TXAAOnDxn zid9JDC+bjIZ7$C8b6wz@j)-Q^-@%DJ1TfT_@fMBku`#VH8KBeYZbRj^tqB@*Lb+8v z0ckw%!5axSfZsQ|Q<5I5qGVYmH;X9tbSUp4%g#IBUbkBFCEYl`y25|F`}MiTVDRM( zR$fp^a8bF*96|v3!+g=Ffl1Y; Mx*K*Lgd5vJ<5@K9l|{9~^B1ThO#^18`*R zres$rpF6F2bL|3=vWN)dkPc(WdNMX4En zcYTQ~9lXU|n|bVB0xNN~c;PW{$KqoT7H~Vf?;>!xwh`qI;)6T_KGysx#m(z^A=@WQ zkd6=2s6#GoVVHLG)itv{}G zm%HqJn0%yL$#Yy-;e*j8eI@i@y&BEF*}*U@u#;zkf+`vWpS#YruBv(>4Q CV+wX-eIr!e5} a!Cd8lARKyXW{8 zR!u2wa&1*VS7!1n!%+f_0gQ$mTV3hlxR0Fv8Od1 |!Fk0? !+>EzCncl1U3d~Aeufmv~ zz#hIP;xo}cx0-o+h)6f5^eu;4A_n^AA~o)ra5eHR+t~sHmMHj~2H1M*-BP?g-O+M` zI1^|<`bfSz1VRWG|1KFIi)#mm6q7lAN|c>s9Ths(`G#EYe*|ZK9vq~F+d7||=Yz2q zyMvT=>rG #a)m+k|T?_}!VMxip1dnZ+c_Tdmla HGM3~?Vn sbT#)e&3LzG z^cB={nc=!N*C?a+HZ1o#BZ%VX{c7ev-d*hNdZCBziQqmn?vi85wR8}W^B|ufK}Dy~ z6?VvJ@|t m?S{dKNM0s!ri- NX9oS$cwZkzOAu)h&jp9e`YxUc`=FufQTCuwpeU znp|u%0jTrIyYAxCB?Xc`ENRBQuxhg%tBY_Wp?_?ZI(U5c22O2`H7&Sx0kIjQ_kvx5 z-}& j5=yUk3v15B$c}zVE_L5x~W-9JANT{6ix#!-pyqO$J7gg#dU+~ z 9T#LLZOiA(X7 VcZ5}&p|${Kj0x}TJH5L9Y3Dh91|=%w6$tnKE#~qIOhYw zKKdEKHk6O^+Prc~t$h{NuQiyyg{yJhn~{XYk@0;2im;xd+trn-JIGvUryk3k^V1T? z^bVW<_nCexT1i^ydC%2ED$8$qys6)c6u^&EO?^RxjEBCB*Pto%dw~Id+({PM#(=U{ z;-2QvPn(G!x4+TF`uo>UuE@#$b$N@yY!=9xK$nX6V8xebbDG~mZI;s47ov!iN3M4K zMQJvbU(-sO13I6Yqu|zhi}65I#(Pa1ZFe9~`ODkY&0A;;D0k1uyq$k(aBLy`Z-_|U zdj&k3b19k+x(@E #f762jPwN9UtS#fz=W%PNhM0$4R7hYceC9B{mCms{< zxHmA1jLYz(BZGSJ)iVmGb;$&gX?Ro)TpwfT&Sda>&vrF~eSVd+oqNIuPe6qc9iT{t z# i4kp?9XGvbJ}EyaXKzPPQCquhSb6DS_6@EZkt=q@p)O$S^@r#-GC~86b-7| z1HrcKGLw;RUj3W5TCJ13{(%_4`J3J e&f^v70w4f; z2WIO0qXklZ$+I)?;JNWPVTZOX7f(cRvckfyJmVD3h%MM>sSm;u#4oAak!t3JZh|zK zlI0Z=DMT`7 tX(HenQ@&!3vuDaks17alW|y1VQ}h0TcY48)iW zP^!2fm{-!o&(e+H(e{aT%Id5qW2HASc(*&Y#MKN~s%~}Llw#{Vr1yt5PP|2~-@yNN zTuo2WRLStBPjCZWOF#xDjtcvuk*^utMK2Z!GbHge#VAy;mDonhq!vOqDJzIhzhb($ znDU(|AT^-Mud^Z4s1?qq2o-ileTlp8^>toj5|&WzlPSAm%CD{cj%k`8x}ope_wia2 zgAlyR1giaoPQyT~`#AFri {e!7`ntxf`%fcall1HiamozXS<_Oszlt6GiA ze{d75Ran$O#Oec`E0$)FtxNB4W@@@#Gu&(5evOZ1=u~-FU6ygDl%i7{+-*%;|AETK z&)d lbCAgaD-WhDjdjE(qagk8TP*1iG~z;oq<; zhnO$u@gk$jFMxtwdwYCMZi1XB5*(vUWozKo;6b79kJ4^^A)fc($!~#FG&Yz {8R)TL{R^PlAgnl?rjl_?kb9rh36~xSgYa_`vW9C Ao}ICoT!~_ z>A9&2XG(KSZwpPmT(^uD=<8G6^r}@o{!D>M>%wW+o+$kL_*tol+k>F3s1w<7E#$7a zvb}5Ud6>n8D%(tMmh$3Q_hlCDJ37apzZ_i>n<||W!GL-jIq~el#`P$2VdTXP%r%h3 zP@?(O(E(=CMk#{H9dbz>wQ8o;XOdbw$iMyj8bPp%VE$&MQ7pIVwpcd4D@3AO(H7TN zyNvaGCsI>9H_Xkxw^!o!J+nP1nl%H@W>tGwcTI!QwWcSCjG%`rH&2j`e;W@0TL9{; zf$scTP;zu_yPFk#=;~J2r0exyigDwfeHusJ#$Tm zJ9CDcvwNR&>ijNd!We)FTnFJ=fGc}(nMfM;h<{ E10O6Cbg`nd%<^6VsjEJy&Q{lMX-t!Bl$wjY8qb zcM*GX)-ARtAt#3KjO8ZXudp#T1)u1rd8k&5(*_bFBf#BARu|l ptD9k}TbU$gQ zKHG6Q`Rrx2K+W(dv~xrYye&2a* q&hFhLCmC8g-v8Hp!ZSr2t2lI01l8 zM1wTuI4vdU2Ub*XJzDfgA@!2*g34X@Bn2K!`cnoEjJMnT#K;#n{9M7Q(tJ5sAO#{v z&{(|}M6-SKaMU?YoSC3PZc&ao!7 puLL5(G$1UveH9UdhP>BZ2 zK(?}z*xcjZ0bMdmz82ugu?Cy}00Y4DO+($O1{TlwG(|KfY*nJruX|t`_E~#+eHY5B zY1bgRNkF(q+9^&AANL{E_^(^LQy%Lh`~pjy(~ii|3j<@h?QWt_c21Hce6WUjym=%z zAHjCOXY~+4Nk^HqeGzt#U%d{W1Qi0nRK_AJAtS!yOr1}FC6DEZbx%tLrU5zIls0@_ z Y(2w+_4$9F=yAMcf91uB9L z`OrP$L1A_Ho{ZezIAQL|a&o(%ko#lty)4Nt3^v$UC{aLo>L#& J4=;@@UQAj`3 zl;8-54>IFV>Hsr}B?!o8Rsh6^a1^F;4~MiaN4{$>9tATo?oix22h1imE;ue0F8F9p zOpt31#4srix(-b`ulj>Q>>13>uNmBShg(`*I_m+Pb|?wW{TpXwF!_wMEXv~t5Byyc z8zU5qw$`+^#Xn7!V)Dmuo3#l+{Fb+8`sX=)G?~JYbAn1p`=U2~l>qgkwUT>|&(uDm z9WHog(ilaRzoJ4#8FP@0Y0p4Yai0~y{Or=l!2EgnT-97*U<&t7=h>YvL{hK6D=LSc zpU>ENEf>=1T?=^N#>pfxLgvF^_K^aOjQe>SCY#}#H}~AVtm|tmPcqt3e8C;T+qp?w zaK3+9lX!@tazUz-#sJ4VDTq@ReX<@z2x;vH(pP7{Dq$8D3m1Qjp=!1m!!m9%O0vm6 zK{jvX$X;(2ygBv=v}rQ5$3f!D_e8|!m#inRFQ})?icLOdXcMipD`$4n2}J5*8{kt| zR>{SgE%DtU?`k1Jbs0GdyhqN4U7#wbaOV-Y^2o<7B~fAvc>tWIYj)EQ?pRpA+UKqI zx0|)pYTzD{1;0v;oh4h$a$)CJfoV>vK)}BT-w#AE3{FdtoyPlp8~Y&h^#Xk9 ajBNyk3W^rZd_ORlu<*m{+m6}j&Ms&o%h zAzn6YqQ6Xhnq_g3NjH@WILZM)9GCT5|4dGa6%{Zp>7brJT!qQw*5ACLf=%^QjU`zp z&Q5Z6LFwm+h<>Skgubc7nB`fcU4IWQ(@v#Nn(;re(Etu`k1e>&G~f#MFKdMH3nNwI zE90)MGZRZi9Q&Y?L~#OoLe=1z#K%!|6p7g0dhgIR9w`ZnGviG05cXUOzg&L&!9ocJ zkg+gHnF %V|q3qKvWE*S7vOC}TeBM5LqOB^dWE)1AnJAYeRLhwJSU>`p?DG2+2&*J>z2Z#T6 zodzcWjt|(l31fyBtGDI$H^ScVw6LAIo~|BV&(WHh9#1s8aOe|91|dchM;VPGDIhAK zqDoXEBP)OcFMtX}N{s&<#-4J+>vtnSwzhmtRZ8?QaJBKW?Vl~+_ul#bxHPU-K0mH8 zy@yer>=>2O4B>G|dQYP n*v($sVA>h=@{|{KVDti3Xlz~NWjd<+htJmy*>4zqD{0hX=@2QtyuA*V zt@m7;9A{4FkY!Y1M (CT4f2s`S~_==(Ec)2+kN4!{?$SfGr-T7yBDk zt3jpKebjJ~Fvs(@^)q!>FEwCa5JN30LL|unwp@7f`rx^9! c9yKCARz >WEhwu`@{!~yc%44 zFb_A50$6#Hk`dh_)ZB~0d?6?z17hP|p#z~IqQnwkZ+JfPBHwM44I!S|#&aOZUpsg* z`vnEiQ#5sXuK;CJ6Ifstj slau&2cpnoJ|rK+I7z@n$;aTo6D*~I@!;1( zk_IPOW$DtKZrP;1GD5L0`~xB_hAo-Ctj3NF7*;7J7W9#i>dJgsjS+MH()!5?ut^CM z`Lr6-4`Dc846%?8=m(f9n|i_RJW;S=Y#53sCj`xf4bLyz;^F->x>EWWtlKJ3mx?Yv zztj{TJbGnPI42x|d#WQws-wQ|w|f^J|WfgQh(5`*^O zq_=|$MmV3N*hzfhnC!BaoB_`MFdmvLXLyKqsr(-bDMKueUG8}9h-H{cj8d4e-d_$r zW=z`GcJ@<+tz=X#(Dj-&2@Jm}<}l4w UQ=~&_Mhv#15G~H`Mr}iqRmYy<_one_J zAp?h4idInTRrtWrRG*bX`{7B+M^z%n@qYycOx!6EZ2@T)E@zx|&eV=pm2|X)V#85& zVKH+8D{lh=D*b?=?^ia6; i18Dn;uzQ{#wzb zwMyFC3d! qd~GVnDpV&@va|CE5)aa_PY#3E5tPo=U^Y?KZ+2(D3P3* z0w;g>ax4jyn%6z@vB}yeT?&Ca(m{VK8A5aC=;#3cg`f8o(Gyd*Fyx5Xd6=l}t^N#X z=7G$cJ8&gwfL|t5`{IX_ohC0wa2FO0e<_ieb%nKMDd#*q=8a$H1(w5JAD$r{sOO+C zIiP69ZlFdE!>Cf!sYkaKoDr%(x`*Guq*Z;JQiLEBqqV5$lnSYZYQGia)96}Lc!WN< z0m%c{b3tWSVA2 )k5u`3&*dDO+`s-(C53Q`FPwb{_*L(S-xa>y;8XD($TApdm1NG#t z&(;pFD|4z{ su v2MA>QPo|=`jkw=-?4n>g)00-{MR{=9xu8`TuI{tb*!*wKa^p6nA%bEAH+TcQ3Bp z_{NKDWaAFS-MzTGZLEdj6ff>}nRDkpoVWXsnPg2S$>Ul{{{K6&`z$wnluvaFQK#{S zs8jJl#N{f>fUEOdYT~|MpP~uMdI9cFmjtC0!s4&M!)r)FPIizF_v_s9P1x=cVqSI+ zkT=j*5T4aNtir4pw3uh(kY`hgpr9%^xLCu*S5^0^Q%s9YH>1<0)Hb@}-)oMW;&Hx( zL;f2Pl@v-;-qSB-_17EA`!a$~ana4!@eZ{EhGew^;7B{aaPB+#j^Vl2+lf=z^)7U6 z%STxJId=wFy=8d(_RRB#LiBa9*E|1ddq?~IX%8aqvy*u){x;Psvi!VJr2HP>cl0xX z6?m|n3iPwzU&FlXz3n>|I5&G9eVz%}UCgZ86n^;bpZEGR*{=87{nO@p_uCQ o^HmY2mx- znx998p0gJ&>v7`wK&+r@S)sgG4z+PckrAA$-$!&!{Tt3EXGhaYqnW z8 Oi7z z*%q=}w{(5j)LJx_H4L=(R6W-kQ4>6b2sJ173(Q2!9peZ1(#UR|2xe+&W{)l4pUOt~ zL5aXOda@GBC4-%szLB3O@XQ;j9KmOMUpiRy3U*Acy4F01nzC1%X2 >A5AZFYBcb)97rp`!*pXNVjX4v6{_PE0C(bcv@&| 0E$a}$Y^ww~m}f>i>*OqXW~+a{KoPyz}P zsj!oF0}{xG;*oa_MF*i#?pPq@gz(fycg&pe;urq_`97zuIInj8zy#;~f9P$TAf9fn zlB={K@3V7*@Mm-H7V&?W>CZ-m0=lRiH={)k7Q8YX$p_%<9HM)$8JV+{U{#psm@E1W z%~AddW>v(S`59U#IfllMpJDZ_s15=Qh`Tk&+mtiNhnKrW*N3O&2>oB=O|~N8b~jZn zahj0k`N^HMwob_6fEedgMWe8~y4ZV?HkJb4JMZtaYR&WXP%-cLpH_w@#CX>N6-;~r z>bZrQ=;mEzwL?}9_|Yg(Zb^4j)GD30FV@z&+6p9El0_@x7bFY>J2s5gDyuvGN%k_g zm(h3M_Fpw@|MtuOBQhtwi zwv0*_d1a*iIO8UaY&Uo(Sfl%SKYRYbTRR-5rC4Jel=`xKTFA@jt<6!@abMj*VajEh z5>oN2ikTjvOzL)4iM?(Dkk%%d{xeSN&5xaBzEbnIJ;&^!wycCXTzGh>&=;;9BEqXf zk*g~NpIZ-j4j_VSD&eOXSz;Wh;7b-jP+NO*E%kBJG#V^T@l`y42n~ANhLaSxuApY| z)|AiLhuDtJl`PC^@2cL^XLidpfWpft5-i(!6}jCi*W (8dEJM#+#NBgk8vXC8IVouzJ!9^bvwP9>SsPv7bJI4~?vur62tjM#nHsvD zJa!Cg_5RSV4L7hBo3y68XYgzuYO=Y}n*%~1K2oTXX7S0MHF>25iuHc9vTut|-QSR> zme8!dMPE^+t@Ka_?akIX$&(SF+=~=u658A!nH&H;C}UUb*Y!8o YX zAq|C_$s(f>Ll3L(B!nQ}MlU;E y+MyqG&!U2qKRP%M>E=Tb-yjp^#t$Ws*>-dNi!dd>m{g(gCK z)qT9vp80^M4X;B|mZD`H-Wj~{LMr(!v@&NBpZ$_SS!2?%+HB|Z$W=I -9m oKBa^p&!Ez;pF?vI?kk8y1}x|4HnzwX?U0PE5BKNf2Z0;YNpF^V{h@E z$z?xxaXvBGQA8yQoCD)f8ZBkM7tQuVg+yQCvn=pOiVKccU4$*6S})_`LTa#I BI0K^{3dDE;~>m^UVNVA&DXMA9j=oFQWM=&JTZ6{pK4~ zB`D(AIyd>e=7FPa7~0Zy4g3hhuEvN27(}%+x+VI^1T5{G5!rqjxicsS40?Q# lmfM}u0-dq5De4+qvh;4cFZMA^S;)P<{vy?E(zgBWC5ZyBRD^>HT%Xj z`uwIMHXTM>+|9&&QKa=4v0$TdOP%tkQdKX46+Q&3 fPCO2iqPkhHGEc}Fc=5t5f;VZch+V^>Ty` LFQ;jO^cLv5o*C2J6_bFOPp$`jo`#qJKi8hL7bqG`oCmwKS7-UY^qsRjs( z`A%p79}i8GSS+HpOZ_V_$wSJS5GmoOLLL%rsMMNdBEV!mFb9pml~)f}D17+1H4jX$ z3fHQV2hr?7bSJq!L|G|Fmk?mf8A>cAnqbG8kFV;-pE(al9VaHB-qsP;dkFQU#in6R z77mV|9~9Xc`lREkOa$^W3-s`CSpZJ9H5+Xz7uZ)&Fsf#W6>ga2YeSu;xCXU}0jM>l zj^!<@j%Z3=Z^u)Jdiq=kqO+cc#G lEnbjUmw;Yb|5rF~+#mS^<^6eIikm zE=kzDTwkUYcc0Gc3uleFkP*(nMfon{2as*6r#3|*i}=9;9%P;Dxk&Yxo`lotWu%@E zhzyC+1g*jb$`-R&s5a(>QZ6g>hOkbKKhaY3J>clE>9r&+w}%XTjn*;gSP){4A&Vcu z?_a<(l`+*^#M=R*H5e`TUI3Lj*f?UaA*tkq?u^GELIg=2;{50Xg!iFF=Fo&L3wQbX zBYd0G00j`@wwH%rNEz1nI@4-s=>(2UHN1f}?ksEA=RRg%okSsq@y}F!5}v^hm`ik7 zaJZD^%Fx)16xM2~AnC1w0d^(c%{5CttrqNEdV*UNPl_xqIQeykU%>o5i(X0wA%hS< zV(DuAaj<1~_=#IOXh`-oR(>BpBG)_i--tFH+yX(z;hty$7QUQ X7Z`?ii$hSIS@i_HuVYJ+Sp+VLkc$nrFAC4x zZ!{aet7<4;i-Ll&Vc-qA`QD;sIgXZq&3dK1Tuf(Wc<$v34S{)); |WvqEGWz#B&iEl3eEV zh(RrpZ@x&{W3eydesn!NArQ}shlQR47^Ff9_eZyA@VRzyEATVHEdevtemAQN^6MYG zX;$fT3HL8U`Zq1KJH(rFN>2Dz#pseh(2 huG0XNYQM=Lc zN^F#?xKql~h T(`Ms>N43G|=T#W>fh=!Zq(`pF%BdN{~D zVveu4EsgcUSt9`gnb2-^d@{6Bx_SWoz1m$U>*ru=M$&^nO34>NMW6fCNI)k7(J1 H{ZXU|PjYr36qNz#ana dL@?dIjyN<0THDKO*t3k+=Wk^N5%NnBq!UDZ zaYC8Tr5)V4!BtY^;u2(AkjD1c;}e~u)WL070ETU`w~1OSN CjoN?o3Q}*) Kh5|kdhNKKSM#U^x zA?Pss1w!ge=@=+fBtNfzHPN3*&%h_lIvNgImN;4@EXQU}O8?7>vAt$Wr63WcD{DaI z06L82@=BXZG#*UAZcgvDZs|v_i+{!XV=ROFIIOI76ZjS_aib5Gk!)uOL=+i!QP9ro zmDi}fWY?@IiIj*_Q^@#D7D0r_=pg7#PBVi&|8H!7Q>62;yh;nRq`vI8x&@Q7(rF}f zLHl}?inAb5B)jxySbHvl+hk+z1y?JQDqxlp(JfeKPt4{A!E8g)(w-&wU#+|I{DR`% z7ZGC)HSD)mDsAD*2CkF7TkDdjsI7cF+EA5dil?fh1BuvZd5H?C1|)BBGHOiGd6;2h z6$4{3uTjV2Auksy>9|2;9wwDo+2P3n{A}izlVHW^MG`JyOX22`Ry(ddRL;1HGT>LW zlfr6y+lMlg->5@*OE0A)b}{?;IMqx8@I?6awSsDd+*Pqn* Xv$i@8ec}RqAyrI z`!>zTqI}{bXbP_*nbEkDaAjq*+YA?ZKMUbx>6Vp>?v&6n^hZx7yw7c!u?wDs9$HHO z=0=1`Se?FN!gD+!I7#;51InDlGODq$`C~RC!t;1dHTxCgx6 -%PV-P*X&dFkLb9F-<%`1`YhTFtu*w2iwaAHJC@X27 z<9zeq%Ew{AxOMgHHd^y|-VHY~*cD7+eBP0NaT=0He#qfyK>p$=U0F`IooT;~&7g_H zqeK+ss8p8 &HmyHa!**sa;~cfd6^07g9|)WfJ|~1JINxdC+^p-vgk+gyl2{SX zYR$#zG4bZnYZLkxzIEVe-G3@#?MMwOj>BnBwMcags~LZg^4?pWu& w4GzI{Ug z )qe#^+5COn(^H? `&XfB^H_A?MHw1Juq0l8ue+2Znj>gbbt{>Ymx!+bGICuL zo{iS3I&vduQstH`>C`ee6H2)5kk6@VR9fpE2FA&3%M0C3mWWpzEK3QK^%UDhm W_ImkA)!^320QBNhO^5FdgI z!xl{b%7@{YUgBi*0%C?FebnhBe*k@$+&!peCK#--u)Q2PlM^ep%4M5zQRNcysG++o zi *a@KGuEAc4>~QD_6$UEL%}a1^ z+j+l0R?K1@%wDMNb!KI6k15{6Gm0HGnP7{Bf99wSJ6=u;oY?=cRAdQ3p|uu^(jBF> z7&?boCbeZoCH|t6DpzKX3Ltd9SSa~1M8DmshT#|$xXg`C_G{N6a^aZqYfV^`i59jN zxx#52oE8GM^mi0~k*HNEhGyWg#SnQp;Y4JM-0yY_*ORDJFc+FNtSws@xzcIjVh| Kq@?67~B3Rzr+ zc?qjXMSS|MMZ*-FekomH0`rEb?T8NBK0R(V-*as*^3_48QzUPyZ1eyqT=*IH!#Y)b zT9To%`*Ek;)Z92iJTAS8p`>Vj?on4qUG}z%T)+oKQYljWNh0>5w1~MLZGOynL$pi8 zVZ&sx@X3YySye|o^?CF|`D`$&!;_Ue)3!YZe}qLDmaqW-mq*SIZWBsvTT~2Qo^vVO znyH;Nlft2#k?I~*OhE>?`0Tz2iZ5;94O^Wr@y{l6ZM3#Mv_Q<$JF!tv(Zuos`?(Ax zY=lyvm&^E=on%l^CP!^0JdzK=5;_+)T=FN%!7yZs(d2_$i%kq1Xf>B9r+)f3Hg$;@ zTCR=<&{McF(a~jM(Bw)dO4O$Hp=+;!%Igpc52a@Y=upEkyxD*=IGkY>-bwED%FR(a z#`FQax5}Dwv|U&<3{XB>V@Qr~Gsefvu+xf9Kd|6YF~+}4NI2kq+Hq-m4MvDB*7PJo z9Zg>=Cux^KIvjc4X?uJ1(3x{=vs6SBv|%^588exfDal^q?tGSuK7$YE1A+c#Q6wK> z-A2BMD1iDt8yy3a%BWNauZXD79Gk0)C+=^@F!6qOAWc@Nl4~2xTJDE>@0IN{bNj;P z@#13`3tQ!mvEw3z1i}nU3L=?DP{oN5)-v@eyN=AoeR#h?wOf@BG=@>d;?W^WNP6Of z#U7_momswZ`9%?;{~Qd34isD&^CNkZSf&iZ_}f%k?-dLzx07}vJAuApilzFEu^>t! zy~(s+P>Vw|=CrvDRdGVe&|E>c+ZCigHTs>eqc&(&9E#y~EfTHg>3O~`M|FFPRJY*g z{j34&>G}4WpXp5I_|1KN;X2SVQ02O{N@HD<+JgIQjdW|I*K!?dRn?IGYNu9LsMTcK z%CELkKgT4Xx)2c{_Gom{9i7h_smAZhE8q25Em2*LU~@Sc(uCk!gTUae-02t=3RhYL zDM6~izrXwIdO2^BmOe4dNvbyz@CTa|G{XP^?94ZfqqS1@9jM(8S{qt@g-j=^_fX`* zGCqs<23)mua~Sz0o{QC~bCeayDtoT79@_@cSDph8Vz1|$10Ndqmzdn{n~78zc1N2a zU*o`4gQa3Xs-$BJ1rIelt`7UZgx6mL)W7Eh6)=WGxGATo<9kO}KNpqaC*1Xha_OhG z% hBeKH;uxnn z*kQez+3r4GT7Ucf6g57s*j;Y7>!)a?Uibv)&WLpo3%keyZr2JKEw+ninn?vPBnz~g zscr0-y_V)hSK`_6Wp72SbT8J4Nmhwuu%-dg9}9wXxrz;vHt0qgoPtvf+Jj#6CZ !YJ>^F?nnheL3o2tcUH`!Dmw<+~nh|t#= z#u_%@EiVfj^$%Db%7~Bcuo;V!bhCjPo?QJhHlsb3nl_052lp}f+pcREcxyjb3P*r* zLZ+4l1VL42 `u-ale>& L=ogOKAWkH|y9IoFHi@#SD+B;@Tpj)j* z<3))DiNj2@@((pjoreR9pY?U%iPtwi9e-GaH7XEW9bRp7PiX(=md7P5<3*s&Z+KM6 zP3u%l)Qq_Rae??kBZKtKPH1kGLRUDc*pPc8u(ujKPF2mQ%qEKNXO(rAy{h%y?j>Ef zALZ#7u#Ut4MpX9Z-g!Tjo0?&%@6kpzhn??%C8 DRPH Io de9QM(aPY<~UYY(F8@VEGI1#9LzlW8-~E zO_}`Q$=(^5?OZ@en@|=}ZvCyEng%vvmbv(M`CG>yT_V)O^)qz2G#(xNmkgcN>+!ek z7as!J1Uq=w;vFnD3b3%-q**HS8Nv&xdfK%0XR`bpmljykVgyr>y@7?2WlaZKJ2Cnr zfi*XuPd!e&HVNy`tURH>Sk+ciwX2X(4*oh*Bir`u^jIEM4C7yn=;5W+d+s9Vg))Ub z(e?PZ9$rD0E+oZv9KOpCNvrBm1N%jXJWRBG>uGvn% eDEv{`4kOx#1+gl;}~i zj%bX%LE;i666Xb{pEQ=2M`J!HyV8wPDqr`8*nJ) qgolb|_BQhYZWq3oK(Q!oO L6z5__EaJ57o7Hf4vS*~i5NTQ4P zUn+j9?dxkOmIutI5SzjOWZ-QQHt?N6=@tj@GzcHg7<|0E=`jcJ(*M_o9Kd%$^Q0#p z!c)NT3#K<5!hZpB3-M8MD9TV8iP#8PSo2wO@(Nhkatd+^@$m}r^4RhT@p4)7bKCOT zSc{2R^YRH<@bOp*TJmxU@$d- Zpe@h5JuWD77AFqd>ZFvHHQPJuq$H5O<=CQ-tKE{??n2rC?R_EL3~|bTW$hFUI=E zd&%0kYI%V;XeVME3Ct^n@tP z2%Gav_lw!UjXoG~BHs~cqp^B(z2O@neuIVGWfW3MlH+D4_7MOjNhiZW%`l6hwgn!; MBOs)&T)^Y~4@`~)q5uE@ delta 41133 zcmZs?Ra9JC6D K37ijkFx6P~jBG5-Ueot2G*g~Y+c23|mbgjvDb-rU&P z+S}ZWg!OYp!p_6X&dEi>EJLD8!p6?VPQuQ~PNGl3tW3hr`bkTYuyXTqaBz??E0KII zH9qaR**+Z#2_>ZioFG1(gQ`!Uh#^=xSwO6O5ZIu@6DZy!1#nn_e?FFto$DW8vi24Z zB&;m#pJAwxFsnH@xPCh4_;02D843v}2M-CeinF= zLf#jPhC=Ur+qWIOX 0b2fi%q+x1i=gP%?}j+d?_p>rC=*XDnnF zQ8Cs9>^`6!Dinz&hkb~JWpdF7EG$Zl3(O=7ppOM2Jp(5J(e(o0lgbf{04(fDkcgbv zoNWK)mGiUP|H&^W+rPaCV(SI)3UjjmZ pw;0PVEEGVDkRoPB(XPaC0{OEF3304@j^NfDa2GD{YLILCrzrO7NKv}*3I*{d00D8l`ZZQCq?f+?)ZxDbF$_@HN z^4@O*pvllr uaNdQjE4$=jE zLU(0w1wxSE&rf(_3w}TVBFO?EffU{$@tdC_z%?iV>}>zE7FDxr4S0_L2)Xlfw<-vL z->i2AJ}3vy4w{Vsr*Br|1`rDZ*#GT9>gE(z05k-Eo$H?qsX;@&08$Xl29$fVt|veg z0AT0-fAe}j{^fc8<(oh4mjR$FYDn7VVSm610GtD4tO!BVJQ@UmgaB}`{%7@>9H`IL zzrj(14!5APntLMwun?ctd7nx7hskb^j|IT|!+gd_-Q1l3XafK^{)-XRlK>!T?n?%w ze^UPo^k1qF^e^>aj7dGZ7|q^40mYw2JfJU~01`+}E>52RZgBcp03x8kni>Ib{pBJ3 z9S=IX)T8dekQC0 x^T`#^i~4|pxW;votObyWaX)eG zz@#`PaG)H)Fiov7SeAd&Oe=_Fni^@sLSm(-^k_hEYocn5R?dPUdYUoLm<5N*^+Xyk z%KDh4Cy@w2B=ekJC0I_08$-fQ>z+Z(_2)?iJ|Q;w NI2xwCyB3vZV0A7E`d*Q!NFuQT0lrvm$xWbiPb|X^9 z7gp}NjNFg`7hBWZQSf~9ZSRM|8MAzXTe=&fkJ3M{OK#WhLn||hI LWkFr^&^7SL5whR% zf)_9&FX<$B`BDqo-|nlwlvzuhz<(ccE<<%sA_Fpp?6iwrhp6Zc 7ox+p#$L( zWwAIFaRyi8h|xmx!&NlK%wUSA4Gkn0w41<&{NxuN+(Hf$19j)^Iiv-DrSm;<=8t5( z54XF&3h{ojzLQ@I*UuXeqcLz_*3l7X7^t287_>PN&h`uBFoFpxim`{;Z|=}#SSCI% zg9j2{w*SO|Z 5NVqzG{|H4QG4XQ67F+Nfzpemtr6BuGF z4wUKIwat+lnWFlY8&6&=TUF+6d3tgT4}Bd(-Cpys`R2~kE!3_{TvLsrb$wqDbYe2~ zl(heRV$#)7m>gx4U~{2AX`dd5kJD{fH4St) z-!j()vC&2t6yv>-&B)C=0W(dvbFzXwj4=wUP#&X@_ko zgGlZ4fX;JjoM}kd>Fa%U(A*j1QIZ!Ef3aI24nsVGMm;-=epG7g8Y|T0^|6OD!wY1p z4IrqEQvwObhbiV23_$Xc!#_R!-k!an&2_oT?-@q^Q(&T{7r(DeT39kb8H&2 I22Przsu5gY0%}_%x~6%q8m&+)1y k46ctC-dMlNNLx+v=Tz~vg61UYw7Q7zBRE-br*ee_{lRS-c-3p|BRW=|Z z3ya+iLUR#5LYYVw#&K$urv7nh*ahR`E{p{`7!Y6OO{%MapPntlF0rklj*Lv^&Ds4; zoUOP4i7FB;jf13y%DL%58tKi-UAyXa&vzN<^0bZH+Wr*Zek#ecT~Zo_{y- 8a$0LmW`}-Hupncg41WNpID^M`0;sSvI;b?TW-?;E*_{!w2|!hFLd)O=Kow zQXZw8sX$viU*h<57fr`^K2eg~Yqi>|%*|vsahTEQkmG=OK3;;qzFOnql>H*Z3^k|7 za)(Ev81=n#;kn%gVk(mOTo{VMsZ%~`0LW^&u4DuhnS>aI2=DE`+my919*sIzvN=kS zbJ&QTEaJ2oo;QzPo&(Z%V)K-11@_PJ7k5GWpF6J*of{Ext3dC2?1<2E`p?``S_S@; z^Dl8Z4%|>hNltKFDOPx2yNYVnSWaj~9N?rSedb`1K@U3C)T!{GIw8Z!Wda=f5dAcY zNtx>b)4JXE`x!t6Zuf}MGo})B)Li(iF1v~f>9k#wY=j5KlLEYF7#zg?0YtY}n1}un z%axlO!a~CUOWmt&GgGQuRuTd2Mk7a|B4d&<1fv$}|5j+g>FBSjMQF`bY4V%FYja+= zSv8MM<}5qhDrte5^%sc|HRZ^C7c>Hn#4oRGY1InqiSJaBD3HH -BDHcmI8l5jNPQd{a{H9DHT^Jvn6V^80@r&pKmQVB4oo~hFsuMo z`G6p(+CCQItGcDpp9(_*Kg=?JVbxI)WV$TJot$Hx5TYgm7#mvcMa6eTd^6Y(xR73F zdvyb*K-bjgtuSAGtyI>2C?Ki{C0>-Uk{ckhGc{Vg6_o(fQAwoqL5z0|(`u#JQ%RPg zLL}|sP9$(!-!;%-`e0C^YqP{CBaRAuNm>)(MK3UCW&23LXl0uzLbGy5zj{jy(85zF zk-r4T{*HtNnL*;V-?qt;QsCL^TNJwj3Xi#OzpO;3YzJ+P#(N>l4R!Y03 zNY1NoP{aY3Ll-rhAhpr4*Baik*m|u&*40g*DK$#z%am@Am&m0|y;8Pl3qhTrormrY zacngdTEH!?65bM5STcG~3!>n?{I+C|_*V|f?Z%av8f=A|Uo`4SSt+T-_Z$sci?p(B zC`dYwg1=oR#!1pQS$~!Oq>k{{pbiN14Z!79%w`5Q*-Yh&NtpYmmeO#-;pv);(1KA3 zU;!ffoM?Z6OC#LDqzA@@;E%M;_!lK{#7SG>8NYyuj*vpB(njL!v2o&=&rlFy(&lT6 z#!AWz5VL?!S2_{V&-ATQ;uMf6=Kul_k7fm_aNyVx;S(W|Tf}ybAxGss)rcjQa9npZ z$(n#u+XGS*He_g*`V$80Hlh!qTqYD`=9Rg5R(n(=xT^`m5y1*$FBCSJP %4^=oMU3#?Jh2xDcLae%PXQo= bl>{QVYxA4Fd )5+Q4Un6a$+!PFQA1$f!-M0 7+9&5 zCT|Cd9XHNP4E9ryC+>*I60M#ls|4|lHe!88nucq;wN@4VKAk6@AgCgA{W#7wA;YF{ ze$K~~L!v@~@ 5iE{R{XS%Q@-k-Z0dPg0w03UUmZ);nL_F*(`jK}58l6pbr4 zT~~}omdJ1$hnO}%$|ILiCkO+1@EDaEK8fiWFDf!gocKHh2b0Ey69WuMRsIKx(9ClD z;$Y)P5% W<@zWygf z!&bJg@h75eo 9@^ %mvURbKIu`@h}9FL}2^cU}TTL#xZohn2jKezmWV;Xb(b zcKysbjiD)wo2nDV&aUC^d+_QI7xE{1Vvt(2KuxcrSkbXVwtHFNQLs#fGu`*S-<7Nq zK1}MhC~1m4&SFJSh=tdlUq*Q2z_Cn32MDoWwgvSGi$AJchW+kw-mI(AZvv_p5dvl1 z5>7l*^SZds!O(~Qpj=*`)FGeW^8^N2{@yORVGkDNF|W$|z(NuI5g79{-(uz6DaJkr zC+wrSn`;&3^MsNEEXbnIIC)~L9D-?4@?5;a_cjV`6E^tX*7VHj<5>JmnytEVO91?( z7r&{a6fB;qs}<_jU5$8+9YbrjkxH6fU1h$Us;?Ysx4y=9Hlww>d;qt-G>0O jKnJmP}X6O=(_e3|lSNT@}2ao#R5Nnyo4c`B^AQw9i3XCs)HRaQ>H1 zVZd$#j?XS}E*qQ^=Y|-t cvqQY%($C?w>Lc=FWKDT4B< z2)30iDvY=Rawv|;A$b1YvrA+05}=hE*OlXkI MlR*$!YZhpiqvOLiJZf-F2(c++n{y7E6v