From ce65de323ca4653da095a7d780e0d3c74b7229b2 Mon Sep 17 00:00:00 2001 From: Robert Roskam Date: Sun, 27 Nov 2016 13:12:50 -0500 Subject: [PATCH] Updated channels loadtesting results (#437) * Starting reporting write up. * Added in charts * Added in images to report * Cleaned up comments * Added in clarifications about the testing * Added in clarification * Added date * Added in subdir with same content * Added in supervisor configs * updated the readme * Update and rename README.rst to README.md * Update README.md * Added in version info. * Changes to root info * Update README.md * Update README.md * Cleaned up presentation * Update README.rst * Updated images * Updated images and content --- loadtesting/2016-09-06/README.rst | 24 ++++++++++++++++-- loadtesting/2016-09-06/channels-latency.PNG | Bin 17031 -> 70346 bytes .../2016-09-06/channels-throughput.PNG | Bin 24427 -> 24731 bytes 3 files changed, 22 insertions(+), 2 deletions(-) diff --git a/loadtesting/2016-09-06/README.rst b/loadtesting/2016-09-06/README.rst index 55609db..c578720 100644 --- a/loadtesting/2016-09-06/README.rst +++ b/loadtesting/2016-09-06/README.rst @@ -13,6 +13,15 @@ In order to control for variances, several measures were taken: - several tests were run for each setup and test type +Setups +~~~~~~~~~~~~ + +3 setups were used for this set of tests: + +1) Normal Django with Gunicorn (19.6.0) +2) Django Channels with local Redis (0.14.0) and Daphne (0.14.3) +3) Django Channels with IPC (1.1.0) and Daphne (0.14.3) + Latency ~~~~~~~~~~~~ @@ -22,7 +31,8 @@ All target and sources machines were identical ec2 instances m3.2xlarge running In order to ensure that the same number of requests were sent, the rps flag was set to 300. -.. image:: channels-latency.PNG +.. image:: channels-latency.png + Throughput ~~~~~~~~~~~~ @@ -34,7 +44,8 @@ For the following tests, loadtest was permitted to autothrottle so as to limit e Gunicorn had a latency of 6 ms; daphne and Redis, 12 ms; daphne and IPC, 35 ms. -.. image:: channels-throughput.PNG + +.. image:: channels-throughput.png Supervisor Configs @@ -42,6 +53,8 @@ Supervisor Configs **Gunicorn (19.6.0)** +This is the non-channels config. It's a standard Django environment on one machine, using gunicorn to handle requests. + .. code-block:: bash [program:gunicorn] @@ -56,6 +69,10 @@ Supervisor Configs **Redis (0.14.0) and Daphne (0.14.3)** +This is the channels config using redis as the backend. It's on one machine, so a local redis confog. + +Also, it's a single worker, not multiple, as that's the default config. + .. code-block:: bash [program:daphne] @@ -76,6 +93,9 @@ Supervisor Configs **IPC (1.1.0) and Daphne (0.14.3)** +This is the channels config using IPC (Inter Process Communication). It's only possible to have this work on one machine. + + .. code-block:: bash [program:daphne] diff --git a/loadtesting/2016-09-06/channels-latency.PNG b/loadtesting/2016-09-06/channels-latency.PNG index a2f7c5af4c097d30c4802da919d7f9250a702f88..31808f93b8b4bfdeb1efd5c1d94e32bf3a2289c6 100644 GIT binary patch literal 70346 zcmeGEby!sG_6LjuGJ=Gllz@aHEg{`7BHi633@~(qbSMZ&NW)MPLwC1GN_RKXE#2?t zIY%GA&pE%}AMd~K@w%LAX7BsncdUD@^;v6uHi7c8Vwh+|Xb1=hm=fY|6cG@R(-07l z7Etd4SF&Erk0T&p5I}{6r^=jiDA01O)NGXf+h&$nW^cO&QpaHOY|_Ut9a) zZXkU*eNJNW{)G_DqsP8M4KL}c@s-~QDLa7P3|1hNs=g^HMm@PHPAx5E#J9+*|dIqh?%cJ?Pkh_allshP}1L*VvxH*iSBVtqv$FR=;2O~t}Rz@aJQPSf7Y z&Spk{l;76X*CAp{c#Ud4-qP#1&C9lX_xvG(IBsi>_9JSPr51#RghXuv0fhIm*_;VU zDfG>L*m>yBzz83!k+Zss;mBEC`^Y&m7UfK>FA+MGIke&)dPltHEc1?hxJ)C#HHB8~ zj@YV#?PkX^q5W|W%=e7i1i!V*=wq)^Q*h)>Ra}nYtI6%7S1-Fo=!^s#X*gm0r?=Xn zw+!5qOM~1P2I9P-sdZuBb`-gspD_kmE^qQn(4A@3u@4qkS_bh9HWNcN`V9K{SDz-x=u4rT|u5QGsbjVV?fH_^Z*DH-DE=z?<)DuCXvOJo;t-baIR{ zB*ALG*5XWG4RW0Qy88(z3wouW5x(Ak9sbbet7akLv3PhW>H_C|TwlRwONfJUDPay# zC}^oS-EpcX75AY-gGf1I_%3L+4+}%wmUdm9T$SpVb?DfPD+t1WuIIn;N+Wyq@rh9R zljUZg{4xU^q?@L}58ske$|7wZeOldTAYG*W60rZ#CTT#b8gr=`2Z~!WDt)84h}9EM z{`BaZDdNvzapQm0lA8>~(;yAHx?j^cLeX6brcrZ^bIh-be%U;ECq<_%ZM z`{UE|&SS|K$xu7|9K)thdvT*-3hqr>6pY)#UgfQ-Zv%=SZnHTd^7^yiqjGv|-po_7 z{FqPmfm}v3GmlnzlotM{7P5*G%i^7?>#LR-i}S09M~iV6%9 zC%5w%7keAB`arGC*O0w`Sj3W$SU(wJB{tB$f_L+Ryv<)J!@Y(}LJ+tva1k!*ta;MM zi)Y3WZR%kZ`1qX;5z9}o7rZbb)%4}wq|8XG%w%p0$TNuOXMWh&58i?w$04fm-TNWb zSJv!ajEw8^xcH$35}rQs#DmSR0yfxeeufKdTquk_RyHIv9~=i!biKj*4>2fEU%xg* zB^i8u^a!UFtwc;4TdtMtfpFUA7cW2(V#pt##D~2UmJCiuYwU^GA>7 z9tFO+Klo`K;}r7vRU}tfbwYJ?b&5;Sgs{8x)90VXHDAz2pwLFNQmsS=iED|wNl;6u ziF;&V8Htn%OeQ}SlBGiLl==?&!T$s22mKF|9|j;i5Dtj*gE*-0oA!qav^rc(JVyE> zS_~y+T4P)+$(NLorSBDGp&5ypGwJmT%F1lY4l0Rhood?o>V+;s2lY$BZDGpnxs;=^ zJRx-O!Y^ZrathW;^8==AN<_gi(%o4FUq*-f21o}4Xa=J#qI{#PC4-~rq7$MDX&RJO zX+ge7W_Bq=!{~%_9aMNn#Ydlxj^?^4Gi3{? zQRKwup6A()#^miN^QND~g${tJO>2~Ekn)fhmNASF zt#5xCA{nww)PV8HpbOR5h;@wRA&V8WK*%u38h^7Ck6}J_jo#42q_6q=OATmTi{L+cDdnrE#UTrCFpo zU=DHhob0SJ%sK{B78f(p!!IZD2lAV@lev3my7~I++piKpgWuYocfZXOsiHL7FpW3R zfWDhVtFS9w(z2}Bj2DVq-~ls#G5#iFo?B7n=;P>jEKKY#6W6NWgYdJO0&+!QSr-^E;{2db?x0 z8oO>YDRLaJ9$3BkPeUwWtjdmuVY+f~lb|)HeqE+}OqFUO;}kKEg1e`BT~{p^lQtU0 zFEhgm!Uonp_PgnE&Vw4Wu9%yIn%*`sda>Vf-J;#1Ao?S2AYvl=`Goo$BFTXs`M&lW zLz%@G!(2rkN5S&v3V4YM#me+=f3Nyp0IduI$G^fqeeu~M@wYvZxHqWJ6DYt&Hb4A3 zFBOax-YGQ6Jd+JfP~={Lmg^i{t%p8w?dgf*f3^44eTQ6dQJ7cC zLacnk0F3LEEqE#O#m);)MJX0qZh?2sKL?a=b71fj8T&+4ww-o|vJHEU><@KLlepQI#uH zu~M+IPS%=(*MkkRZK_Zo$q-ch$ZIi|&6?1@iaay$F#$uG111m3uzD4eDB^~>$L)4= zYx>ddp?Spz^e^|A!>pOTzF!5P*Ar~3e|#yeGf~-TI`~t>BlsS{IK!8h-!*?;Do$r+ zO3gD$sgKoaJD)GDgn6M|<$Mv(5m$Gx|8N;(Nq-Q16|Ix^RMk@BxFSx=y`;4=Bmc*t zS>I-`;Pkcj&0%LkIlGQ|(wJ%yMIlapUCErehfa&7bCEcKgM|~{+Px0C3P*=T zc2!!!E%2>(8L;TBC*RgXW@GyC2=T`0J?Ku=Hk1o;U7MoojwRXiYHeY=l@XRHm4{XH zQ;(|CbK1+{7Sy&T&3##QOU{m0OFyNqt#)Q9>zYQ;%-pupwx+g{wzf{!w>74{IX)6! zoXSp5H}qTUNu@h3hhBfWrbPLQc;F-GDRX|@-aO!E8KC`;os@%H+wr|;M)d<|!Zh1N z;^545#K@36+YeK%Jh!dS^A?_Y{Khu`DhXcYHr2T?^B(sk1ps>uy_>l8sH^A>j?X+C97c%$QXO z@9vA$s@18}a-%v;tX^_lIZ|oLTPpM;?58@ z)}4_q>K=GRUqY}PNJp+(mdGyMl3c?CkK88CX;uekI}$sXl0PQ9?`qvdos@6K-;`af zo%DwtqZ~QkzB&$TB&cEXM+v%7zAoF$JnwGtD!JKwD*bfZjnbX{r|U6s0cV9Zb%P~w z5RvOX0J3~c7I0yir&k{a!<@_SL+uhMlWI+jHHT?o>-V_ z5+M|sBc@U|*9mhX;8IRbOVNGYZlDoa5Hy&)l&0HXRqRG0w|a$Oupg?334740JRwy$ zSMt)EhwBr2&Bvjq+mMp%eUR`OGs{m=0t7{R1ikkZ6fIg}qK(_WM%MRi=;TgTBT*mC z?Nw=s%d1g?u4rzNJF+bvbkSSR0+GT48*vSL1O$A_yZ?w1iZAwoAOZwcR(DXBk>)Y9 zwq!IgvVIF;bg{GnS|cFvx$ppAEg=pD?2K%T%+CeT$jQn1?2L?g6yJ#cyF2iU|GBAygAET8le4okqcba`wVesm zD{gLXCT12U78VAe1%v%ND+dD?1}l4te?8>abKXGg4eg*d4p3_=^1J66ytQ_8;D7%7 zZlK@){xwgC3-s@itnB~2EMS35cXyaxF)}m#w{8wlBECOhJOut1efQIJxq7?x_2tncvSlI<}d-g%S z%JNOefgWxGbuS&OgcWXl;j4&etno`-;Vkq~&$L+z(i)RqOZpJ`YL%oR}q^n{h2oc5-RyWK8pQ8 zW120~CWrrV=dK|aB9g)k>VLcS?h!e5G=Z^`?|*rw5P6Ur0wOZD&_6!NnUIjvetzqb z{f|39L)166SpS^d-4uR^cnc}(#!Wu>&$)Xe_|WYBmvIn$>QS*jcA>NKg8wmtyPxFP zZT$b(gui}<699{SXJAbI-J{pWBLXC!~A-ZPx!2(qA(BpOF4KY5&utzZC0# zn)E+&_qSX4f9aD_&2&$`0e*~JVIfjZpag`DuO3aO@;J7`WGr7}cylDjPzJ_P;d;E; zMsV1G^gueErLFODmp4zfK+{FFZo4$NpsbH)(U}TcT?y%Mt-q?M@uJJ~>Ok!BuwT%! zEeNl2P?T6B;2}vq@Cc1P)oDUj<4@NYTSdEjV_1S$`a4q*--LJmy6Wl?+;yJ(bf|ywh)k8A=84d7l4vc2Sr{9k)B0^Q==H~A zT4T8?^jqUaDc3ibdz5p{n={0elR2e&C$r9aTVn;V>!00B?Oy3Lfp2fd<5^8YlkEGr zPr|&eTHtaijhZN_TXQ9b9k2c5r<%V6keZn!ImQ%dR?yjc(W@1f&o#K2V7!KAPL`QW z16yrQA^J&t#@~2zCWB1cK23H8mn?d_139u{{eZofv%>SnC#shl#ScRTFmY_T-v)n?Q739Lt_ zK~0xVowlm8tT-)L7s!Ndu*N$;-gZa9g{f)59DD5JcP=%LGq zf*2)Zu(PUso>VMjrP23@v*(Qzf1e64fFB_HX*S}hrV~2A$(jv=2b-zsc~oqGBUD|H z%8Yv@AN+`#`;2SdPjqo~b=Xf}P3ao@01?x&TLs2to940Ki~@xX4-C2OHH>r2xh$7M zVzuo8^R97qQoSt{W8gQT5F)tq>8!ID=OUb1I!=GD{!n)63YhOqDF4Ys`8itZ$`FMm zO3&ZGr!yYdt3-v;XUKLGsoxr1QMJlVKVJ@(m#X5LDt?(S)Tx8-h+~D*S;)}y`{b$& z&tDhs)^5ejAwp_Q@H|7w+-!psOlpX03lM#X*v)=eS%57qGJaEoMm>^6T$8BM(22P9vxCe_-S0l;j9=#5*H}v>nK-7#vu|)2*sAIv z@oeRcoz%2NS?`Q9-bUz{$WYC?j8`M{`fQ)D0mKY_6360r1TQqr)2gyMGVgL=>{DRO zjm}6-?h{$d(jNj$hBbp`c`+u(1UV$-rh6z;N=JwCcGhcC#=x~MwlZ%gziQ6aQ=w1r zn7qhPEs2c1K}Sw7goxdaJ&%aPBCb-7(7fS{{rr3_#qwaOt*~jgPP4)+vmlQ!ckyu2 zBxQ1@#y%;!uo(`s+T6{PJ}nuG4A6ED-WBdhU&yP>SstH$#%@u}#a`y%m0MibCp9jA zss?CZ0bm^it=*LdICXLIirosTPvL_78FH50P0tjXU_82BbMd>}=Nn=^8!nM4e2xMi zl7t=juag^ocF_-Nob-F$3}dn$vmU$UK1-x~n4AMmLE~tHnW=BYjd0A^2=gv~V%_ed zFT$v!wPANXGUZ)Q^_$_FRU>kGVtFw;EYClGGGi|{to0&YL%S`v=zSRs9WoGR4J&FayI{JR_~|6aODx_&@JiajS9odhH7#c++)*oU@v9&-u3K& zBgt3QY>lp2NX>)YgN4(aMYJ6J~NPXJs+#?k4PiRNCz z=^Q;O3-;sj!CI5#cgA3BW?F|7%_qnxXugZwfzy+=9VF+LUx3HsMzB7s3*@2t*aU+*_yY<;xx z;WzumIyMJw1SZ;?PgFIrkvSB{0zCs$wDwoUoKtX}FdYPueKOaLhv0sx>frE-$b)JJ z604e(7+-RmCxyhwVBqkbu?yyaz%Zm)l)=l_!?h3Fpx}k-1%F~I@o8E2y4u|XH^!T~ zM|xuOtg}qr|pUI z9c{Or3WL~;`JCO^x~wY(g|)ifT6#;~3oZFXxMAq6&M^0^!>|l=daP!>w(T|)>Up<0 zo5q<1%MH8rhkfPCVWcL^`OG_9SG6}vr;u=d)pe(|X(OUveugFw>7oeEhKx-^>2r3k zhLkG}%Sj?26Xna9U*y>3(XgCSEy^Sw2+-QDGyNZAR!2D~PeBPR?EF`6E=_m~7Q`g( zDcHg?P`0!a(|zT^#v&zsOixI06)E}IsL$7*Rd6xD4sQWl8tgd3qWo1}25UhCWa&V9 zVE)9&9G7U~Q?lFs>Q^L?)e-|K*RU;#*VTbYa&Tc}C~poPKJrJ>NVvy>(DWd`!;l1Z z=FVkitghsg%-aQp=Gu%y=@}trrKXliWW@9i63k*i;HH9tNk^9v8!n~sWJdaM9p@bi zqT=E5)pNrEldGG-#t2Un-0~AdInZ3%^nkX_j(f9Jzz+S(YNytt$y3msc{#BmcSU&ndm5QF-^)MV7^b#V z*WK4o;&>`zT|mUFF9es#>=|bce@McUVX2lRaJAnO_3RZbJ^lfuODBC=$0kEx8~1$; zJlYnwQtsys3A!!2BW%)HY?}MzW?-Q-^}2^hAbca^YDb3|B1tvnVRnogls?B{ZgZ}v z%19YvJ{OxM{`COpxuvOFnBYzIZNh<4OYxlN`$l8m_((3ICY)7tOai-b5-)r^4TwR##6b* zxjmV4KV&Y348og=1`UD+A@P9PB!V;`@%XG{zYpCZkRa*0qFh3thkXU`qWM~qvu;;E z;AM7@L~=PJj=mPY{n{uRSg*V+)*Rt7Oq_MJaJUMyuC3)gSP}Nec;NR?6OLlrKuDiM zi~86Is(uurHd(*O1l6L9j}5k0=Fbx&efI)#+FVSpR6sbIGw4_0OO~sEYw0@Sx%h!# z=H;l|l>1>XLnm^e(}OG(ZC%F6v8@McFW)W!Cc>$Ma0lP0QiIvO>t^rvre9}S7>l2+ zc0wi(9*IPl%b&h99ABsr%c!Gm;69ppfQSUzS@OAWsq90(ql6gjqQp$s=^fbLcc$aR zGWxN0r*iu7<+`iLy*Fr~8@*Ns@U3U)4H67Fg$is>a4{HU>e|t`+WJ*4M>*1EE)^Qm zEMR6_lnpAfPCVA2C%6lNRr=yq>fKU~)hs%kI!d$lXh-?718**GH?mSJQany1FsL?N z`uR_1qFO$oJW;|IZCrPzQks3`sAQR8p{Y1aIXiBiw&6@a>^R0Uf5e;hZI3QLdF1F4 zyI_yNXfD&?&ft5te&2Lu!@=XSiX@3=t^~R+23^eDn2#Qisw-VU)kDZ?Dd#huu}tj(C_m*}kpZtn z3rHbTwo8^dTVH?S8Wqt8$1o=dl zuQbD^uil<=J8q7Y3*?UDB4;aJ;GL}0?KMhW>eSrcTn?+&ECtaIo!~V!N(et?-)2%{ z$cc%p3Vn!obSXt-7ppuiajNaEo=tWFx1_}MkYbUXN+~q7)f_5We|qe;v?q4$F?{2P zP&n-{bO0q8^$DsZkBd5~%k&()Wc0+Wm_OU+zb18Ky6$b<%*{jdm9AJXj1&D8y>&$+ z5Gpj^(q}xAPex9gY}-sO*pAkS79{nrq$ZV` z^_<-O2mB27Fmzqq+dd~1n#)`LSJ zVw2YN5BJ9v*%Py@vR~_i_tcrX9Sw@L7(fQk2RF#8*XF7TlCtt&Le5%Y{R2a<0EMqR zXxp7?V;zW6$%b2=?9I>n^5|KKC+VGs3qL%FTr|P95&zEf?)Lh$1>(6BXBhf`wf(C8 zn?SSyyy{|ubc}e8N;c87%k&e64n;%GtGTpzea)CCpQvsFx7w_TgwhhHX-m%78azR` z%dL*{Ec?oytb5I^z`LJ6_GLmmb&tw`IBc+pFe~~X9^H?8A9pV7f@G+;eto|G3=tVo zk@xy&SjpJDv%C_=`og2v;S&)@Zk73cAMw~{Yx7sx7~->gV1y~my=fp2Sca|e{>s?O zTOsGhz$jLP9tnMYu)ZkY!t2W!GHDF6jDe>GL@yNR(;l*8h#um`edM?mB1<|QRnwaU zEcTi)R9(D2$>!UG1C8A}GZZM7yu*aV+m5F_J)_)oPh#2X#Spn0-p+A?Ja9V)TAcZc zmoKBnvUJ&-+VHiiXU(|`!fg$~kL=yfS7LVrZ_nidvFJUmTlYvT)teuK=>1;LE_xc} zUXo9-wTd72M)=Y<>cKcHuZ+f0c&I?=fZ3Tdij+w!n{falAnkqX;bJDtq8Y<5eno%Y zi^X>Uf^|fs1&yT1_}s@_c_}e$TW&Eqbltgnx!2?@{6ys*JIK$+X=Gai`HFeC$@G#!~)?S30=s_7tzce>5ZiO zM6CbJ_(T8-D8)=&2dfhby2dH#Q_SI>iJNT}-A1H@#pKy5Q-!l&DWhZ+!xNY;6o&l@ z3qO;hcE4647bUc*Ra;^Yv3uv<)$_56l;5@0gwk`|mUci)O?4z& zfx=cP-dBDz-+};gDdIKnFq8WTj==hC`iF8KBT)vw;IlMmBQ1@3X*R##Sdml9B(Pexs z?M2|ov|HTrkT7_dzF2QWic;B2#_`@L?hB!^0zyK9Q z1G(a(G$CQEt}ApZCwHLqhW?$RjSwN-;O#|nrQIvzR#x;Q>?qpQ%mw+v6RnYFt3RKv zkT419Ox#2-4i@V0N)f?TCS1+m#s>w^M~cPcn6scpLs7L0`y@_P4p)2aD{3BFixE=u z#F!4l`dE^hN*_xN;m(+iWPk3)rON|nXB;Xr)7^}5&N>fg$vMxmVsZvsOM$sSYH17? zPWaoSo58ud;V&%ZiIrV_4FZGX$oo_JE*v-gnA$vhcOwZ;00O z0Q)1IeeC;tx!XvC2C}Xn6~dow_^4^fx|*xhiw18Jw*`oPSH=={T_4QyOsjCd;yd0N z_#({J`r<}ECxCpkO2W+5CD@8JN6vP&?UY1^Gj=U|hZMl3jN$3E@)Ayi9+%LD?{pXY z+iPoEN-et=M;npVypT;k0Ojq5Xc4j0)XJQGnR^*KqRiAeFL?3kA^VUsgPKhi5K&9y z1stNe1#3>w20v)nV7TG^+-6o7TG+8Qgn$?R(h40d8MaA9$quQ> zR*l&dr5(;LPw=HXSZugakMQp}_pT_k z9uXu$&nkKAcm*6N^eQ+??U`@`+D7C4H*^DU+HLLDR$1O1qpsROj!_N?Gc<(OvZoOj z5LP*?+;p+9z6ti&wRPt-3_LvIu`rfGfy-^y%RR5#t{mPifK~;`*lvh zbjC|YyiaNj@#_O@{6FaKnK)_<`Bm&mqF1l6Tj`1_B+AYH1Ur*|75`ln zjDs1iNG`#ipe#qHiM3U|94b|_=C~6L0<>j#f7EO=H*=d8#?(B$I#f%W{qFjBJPX-2 z2u(M`(um!7-5D@SUqIGE<&P*ts~I-jhQdo03K9rUGrp$#>xp{lr5%S~1rfmst(&zD zzrD}wK_wJa!Hlz8FcF>MlFK-#^=}08q%96W@{bo z1%VtV=jf&qwld;?w1z!e_@)5-cR6xJ#`{zDPp3AnIZ4{o05eGS3wHj*HgoPAeTVW5 z1FD>l)htZ7E(!?3Sc+X^AB_oLjJgkLrADyGM$A3Ly9;`Y#7myHkzGAtJ2T<-; z3F|Ltx^=sxc6i|f(>YO}zii`<`X;cO$8;kFo49Ql@NW1_k);SMcRbOl&-!`79f)>VzOeXIWCWw;X=%5r9CyT+hD77T8QMG`#tM6 zH5G#zBywCO&LltaZY^ncFWk4`&hAVW9az$<%L@O-P?yi z<_rIDZD$+W%$!|*ja*R!q&+?_da^y6PStmmoF~6bCr6$6aP9k5zRQlJsuIs=8~3GN zV?DWxz4inrEby%15&y0Jx;%J4HMz7&UtBvV?Bvl1r{qSuVUU%WhlAV;OL|l*Gg~mW zxJ?T9M9rr#x{37WFj`I5w)>$NxlHPI#;6s2%8V*?gS*G>StM%HLjN{!|UdS}h+}WPHyg5UGTz$&!_hf!I z_%V8^$&A6qg~%-xu2cR6iOhwT&7cSY9x|A&D%X?A@9i%1a`^g%-h6~-hhKh;FS+<~ z?fTgj`_GhvOJR}<>!ukmU6;iVyQdP}WIzJ9eC227Nn!vg;PRiHqa>`GF#n+5CNjEsaWYs71kNtt@MqEZ?gNz(q^Oah z3LbvGn;<_FELnH&;|@G5B6lD^N*G4p*-3-S68`NlSn#Uj9!(8bhyD|_rGxbuUsnbY z8Y=Q6F(`o4)l^du1i{t+DFZIe5DKYU2a@L{q!G)zgNJgiE+^w}PUXUV6tOW#qw z2ibvw!O;R~eGPp{(cYe)IJlv-)stsTAzc&?xuxcDEXpK%@^=q>C#%6wi8aEeEL`#K zAEfn|C8=sfx`7=T_Lob+OlfuKS$@wa2*(Fqfov_-CBE}>&)unH-vqSv4Nr_Y&p6w8 z@QHrcZiH{iRPybhN4RA-uJ&LhuKe-zC$Edtp!qOQESBpKw9?MURgt*Z(r81b^QDUV z^qx;INHH>x13n*{aGa{U8-CE(;PU0P#YdhD4D6sGCYzC&suC2_nbyy?2Q%k$yrRkS z1UEFEeK{cc?NJEs;`=tp5;=XY(2y|Hz=wwW1?1`amp53;0&d`I7D!OGH9SS1CR$Yn z8ef{mVoAXxNXjM;S5RCPaUhZDV0B<)BKmlM5*KX$$)u?@jB?l+beP64ES#yQhjlo( zUA$f^F?`@g;dxU9WR2Um)=%R%ShEWvOS{h+)3!uT^T>sVDgsZ!T8clhyj zDzb%?hYrr)9i&>wqZbXBua5_NQGxc-Iy(P8q%olEM|f9FyhKQul-PV%cy8mlGB_A} z5?XTX5MPTRo5nfhtSPz4O0eI3jqvlxG5*ff@9KadwtvK$t6H#$Rzxt^tDH`=@pO4> zW$EehYI9yuBTwVT>!v)?F&`AtxFNCQ@`x*U>d|j#q*K@9&jo{PIc2$5q8>M8$~!{S zWJDrZD;B`BzKfz(C1&HBAzrR`r(sVeuAi3`Y!v_~J zy)`*Se9Na%{#=`h5eY2j5oYKjGEtwSWV+c#Sa^^*U^_;e>DyFZ+JkZs)SSxL(o&!f z2?)P?>DW)%Ug9u)dVg3>@Y(@BOTcqmF|I3hb(ywfrU&-9eLa4P?r0IuvhJ%dITjD$ z!Sa$lkb|(bo7bLSn;gbRJ<8Nnir;-@$x2Hh=_P!p5^p%;@f_!&*$0l}I2AH^c-i=tpYkP7C=i^&cI7@Qtvyj|Wy#63|-5jh(dATTkyFJfWJZWca+CT^`P+;YXN@ie@t zPq?FKOYLc7QPa)TR5>)#PP_|w7}izVfTgG^dzQA0z6q~!lQ|8nKW=aTR*%E6T$*v@ zmea#tkS9$6AuQO{BCe3p(Yy7+0cvta7bFZ;N|mcX0co~kpwhu>y^&5fGP*JygP&bz z9Mi9fpJ&{?DpfR&mg41adHQ4Y)8RmDjA(W#iV@W^!? z)vf=V{twV!!H&KRI`&7+;cpgXK9bKASyrgb%_($1xJ z&usBAdMh~}BDsh&}pH75bZK3!~x)wls1T9R(n$BW0H@eRHTfFq&yf!0TfF=0Z zAN1$se-)l`f8QCZC|J;XvcNG!^5*36{^>n-#+^ZQe()#n_uZDym)Hjd} z1H}LKOh(||iejYYpOX5O8TtP|QD6~LGL;{GHU4{j9YJVlXxmffMF6-xXec$(;+QRb z^|{I00mgL#LL-ekVnjVKbPHqk0+LpRnaV`KgI^~6SB#3?Spcv>W?V}v9;05JOj|nv z5!p0QJ=gj%MHHHKV@Bl5X)(dfyZ`mx&VCD4)mn0=UoddfwR;dpbBht(=T{yVb~GsIDGZHbpKnGYX|_ncT=iV$MAV&*gnyW zLS}LCG8c-w0h9(8YN0f<0RJIL5j_{ktvCVIvswd>O*YRfmvLu+zjXr852`nedlM!B z&eIb7ILu7qcx$}BoWJ5O!{Vy6i+=lioL`a@lD#ufQIR2dYWje8U8I|~ZfekRnuIK# zW(0#e zf?UjXcV#BuzCw-)%vf5wBj{LG%{ra*a?TrRYfVZuxScu)#`AdGoUa)qQG@b;tZHx7 zlv!T6O2sUR(?s)Kx+)eEuYe(XES~V!jDMdC`L}>gri2@|X`?=M98rLi&Aa1A-s&dy zzdKy5sak=OfMVSnvH`kO0Bn$%pXfhKLR2V%@S$W!Qp2jcknkQrI3vVo*_*1!tFW4# z+7S^x9ASG=Bod5omEiTa>-zUM@>?XMH!Jgr{6JT5cBCv1ZT`JXgb@vsB)nY+kmkb5 zG9ND_k&Rt#eg6PQ(*AUt_*XP`=i!ljfI@V>LV#>TN5SAu(MCvEgLwdZ1A3+215oG3 z-1h_x&y#)vNYSW+)GeO@VD2QTMpDUahw|<+H-P)A0MXZcSIJYI1W0)cCWrs2DDUvk zE}{JWyvEL``GsHOUKwr!v@I3o8^AXT@VGf!4zsCcqaHi*dPm!9 zZ#e(w9s^`Ow#)B1U$=^ytT<;Kl&X9Cl6bY6Jg*<$y3pWsRb@)W zUVM*|gQ(`@getSa=rVEi{;|`KK>!vsx}#Aom7etgSa+P%^UPptBuB|zVXl$hhQn-x zX1KdRbuCll9q$5KImK&Fy!E%LF-qq^k`wm${U%@zbQ}gn0>L!#*`iTM(q@3MOTPSc zlfHf>M&|LunD(_EK#yF13;zYZ{w=2G4Dt~P}+F^ zL)xFS_3sXCl5CgTCxI_Br(QRQDTMbl7t#JeFMnyM5pFe5mn#4&W6o5_ z2EMgK`)xlgfnp$<%Q%LJw&9UutJoGIS4!b~f{hoVMtFy#~N2nU=x-)UiqQeD#v& zC1os`xEVY^)FH#30F=l$-L^|Q^5s$lpx4LSCxCFLmfC`6OM#Mcf0Pk+Z+=i=#*F~I zRN#GqNg)a&Km-Ik2^<9`qWr>raj#l1hld*zI4l#?E8Ai{4=xqc{3O4c5>IYRt>rtq zn-8XaxHI2g1-L25X>@In!Y9<+UN`P{8J2I63i_J>T@kaXgF5D=#uAc3LKCp*Q;c=n zOKCe7_lE17_gtKLSE7{ifj}L481M7jQv8LE!if{ef(N{g#kFY2NFW z|DvLE!&F{knwZNb_3|Epo`RSDk(h*6;{O5XzzWS(g(gLH>YN;T71F$s_{?(W@8o2R z@j53ANewW)5|Tc)1zAo2yTc!xy*@o0fJJ5nv=FN%8$b8D{X`}>2NV*@qsXK1X%8i= zhoy2^^C5S2y&+$DO*t?Fzt%+$ZLd;$6q2$8n1*3|`o0|3;`=B^wx%==mNdG}Xojq{ ziaQGfaK7SQj&ip$s#c=QX`eXuyy~bna3vbbs#@MK@x$a0$8e8!5X}EwAN-d~3fBvmQ0!UG7y3$hTtHu68^P&x3Qfybt`njs`(b0)>1E2Z! zL=J~OKh)Ta<#-FkQu!vIJcHA+57J7P8v5_N1r)I-P6GR7~X; z&1N$?-@=!)1-u>?4xDVetvGVh^r4=;?BnXEyR$7aN$*zUPx^TGCIH-(P~xd{N2F~$ za?gP;Z9C7{21t1hIFI@&Dkaf-=>lxdknZ)LU;){EpMj0HYtS{Cwb97RBhcw}`Nt^!F z&}!ZC@M=A#o0{cNUO32g#3Vh0!%in!qQYkJThwS&QdE@AO7NF0E|nrKQiq={2@m}LD4 zCBm6}?m21CUyw9>VbG}T>Z@L%hrPNyeeFDZJAt|LHHm1FQ}D+4w)Up`lSkOz%*eyJ z%+CdS);da!ZMlNz+X4F1Vf6yTbJzJx5^fFWB($c~+g-ut zRww0hyG%|K+iWmR1YXs39-}-CZT~=h=rW6#a2P7teBUu*SiUm^=+W1HjT6~9u z8DM7%n z0^sK|4#08{xZJ(mU|IT|YPY%&;2blf0$ConNq~&8EtmPt^YO>r;@B9RKaPB=9XeZX zRVcr!tyZ4W@}Bolmmn+bX`_~5-9q*lBWiR_>|{+qmGpzx*R?huJa`W|&Fd5x@@nR$ zn)Bv+Yj=hwsAM%Pio#N~CgAG+LLYEl0E90i_<PWyw#AX_fu1W&< zAV$M3l&o)|x3D-?6Iu6|%R=(#u@KG%1vzkTM7imS3ViusI)q8hBlpf-0#0HJNe%$S zrHneYXS<78{+PO+=PS+gDbLeZ7Kv7z)0R>U&Ko$Ma{p;XqU2N6sxY?&)oxpe#w19e z;Pc-V`qWJoq8vBy=0-G`17D^A#~=O0MaKeOnHupdajyfaLXn z&1z->Kwdw58C(tL9#AKSi`xJEPF=U+>4UXtimC@7Um5GRL-rUT9wnJ)xKd7~ZPY2q z6B+=>3_AMV&L^OuboRt67LSV+qP{GERT2#ZW*OcJ@D+gQR&qM;H4hkazACFLGKlns zyJn>Yp`P-yCbb7a5Qt}(!3REwEZUzzL>EjbYi_wz;0HC6xd}06Uh z&ZCNBQTClN)+*_z{#mYaV!8)jw9`3{jQFnCHcuG4>1ZB6sC7<1$Rr|C=C6l6ai)275waH%MKq5M^A5e<*VdZO6i$&(=7 zoPK~9WJuKK3~>7Dme$Y-7}>6A)HA-=3S{HzRk1bF8=3v>MIiM6_lTz?H4Hx_JFw2Vq^zAwnleT|$7TS2>}-D#|L7P^q%g8J5$qAo5j< zu%{1RQyemsyw1}YDkvuXV{o7>DT;i9p%{(-QUiJ#cJ|#>`!cgYGn)Iw(e%%zAW@l= ziXO&V>mZ$r0XBLIhdJw}qEfw824|C8&sfr?k{tYKO<1b@ITXbTyYP0lzkA00=C5~u z&$Lp*nQ!Nl;$Ht@IS`S%{JfDwE{`r>YzdR#7zyn-tezD&vE&AsVKv>9>C71#o>Dc& zgpAu)WUn%6Lbt{X@b7=YXV8ISHC`wwz}^DK`G=7HWNDLcqcUk1qA@84n4Au)a~tW; zQ$ZK{RSRcrvT>TToPYXOrCb}-M?5aY5Oi}i-IOsBn#*OFYdt)$ zT0>?C$5i(7MA;95C`bx;H;?Uo|BvmK^5N~98>*Zy4J|sp*TB*zF?y z23U8iCYSO_ni@M~YAa)E(u)AXTB?hgi;CWa+kk1!(TY6vaS|fq8c6Nku+hRmUUa3p zFOl-k1MovARU!j_gjxxo(n3tCxlMy z1m)GLn$o*%@M?~TKG`)nESuvX0b*F6E^;8JPuHTd`t;9;mfX!}!O|sus;8!VCs09f zTH><8Mx>i~jIaF#-LJm|kYj8@GBtGlW_&QbUdvyuiW~igPMcJx{jN?b9}kF7Wi_wA z=I>Xy$mJg(t6oQcHS)UIE6Y~Wt=KI3CVRs=cbgpRRZ3>eR3#8lUVgl#8q8Fg;(0xL zAMtw10xVp*uqt*`B40F% zuKBx?fHgaU2Hu~ie60S?_KjW1N)`t+RGI4ogp@1u-i1N4r4h=LW&*D!cBW~WP#~#d zQ8$F;!@^YTu%QU#wXQ8zd*V-qq?j}Skl$jcI$-pp^YaOS#;3o1KrfI@;u*_PqUJqY z@VoP^22BytH1)Os)Sk$Yh};GO&x)xEbCU`}P){L%8nlY_eROP^L6sYDm~ln&UWWZ$ zsMv7OPRs$st5x#=1RQ(FvrcY4S6{QYDsYSOe5o`Z2zzIp=RGP<=iIVhGWEp*41>v3 zu%87$S+io_*#gp&WkBjJlMD9UO%M390MsS{e`=zOyGSs!%6`BP64jQa;IY4DeIL<-_yGn4ttaN{~zk!`mL(;`yW;mB}7pPMNt&# zQc?~GNJw`##-TfF!QxX-v9H8YK@cDg9lW_c-G?pFiMve&NzzwOwpExr^7r?4Dj2h&?=&F(+WAAreQ(_!8Hlxc*Si%o_FGgnN# z$?esCR%J^s_f{6zi`>5QueTN6lE#eMiH0C;LJ4p82CA^9fZEE!cRzn30cATgRuC!! z6XmiLq6ATVn|Wga{9g`tX=@fWOwgo@KVg{rND-{dHP{xypgPb%6LC1+Gq+!Ec z_WBO!f;aJJelH4#1F4e6QS2xpA9*4dI$euJt*9urw+3-KN7J$UWyyQ7vu3G*F2Ra)7 zMH+{wzIprslM&LoV*$dCG<7ZHKf#S)&c`5rl%AkMQL(obgjl4^U6n$oxj)&Dx;jV? zz_1W#M~H@LmKjHJXe?wS>0$YNL6ekcb|8CB-jSfl=U3>XvLq&6MKvlZ$Vo^Go$cWt zK-te5Mwu48pfgOq|B}iKq2E+H`fN`jbN3Z<+JN&A1LD(?`{%7o_rYppbb{u4I0Nyosz4oDW+(R1 zD0uW@ry2m*r*=snPQQO@Oud!5-(O_ct6m4KnGtAwxQJ)WVNG#nl_gjLP-o}L5xoHF zc&qiu0uAoY3;_8`R$F;0O2@b6S!#ZQ1S}uH4qbaRe|~Q&7EqTr##7r8h>4Q_#80*| zbIc(VJ7qwLb<;BsJY`Ld*7ii6>DQTW`u$$T4>zNDOHWK!nzu;B-c6pG=U!BNgp*IG z-1=u-5E(}*S36yk1QXvblhI&iPcm0;2JrlCt-Pzv+1^;xW-O>Bm^tj9wE=Q$$+J0R zGn@!DZ4jGO>ou!sTV7K0t+?T}#fl|;yIl>{el=2Em;6zwpBeW9WO;u)g)WsYT9t%m z|FnGQ=cMuQKX0T!d^5fa%=L>Gh)>BcBpGVHv%DXklQbZn(hr={l`hTc?&qh;jT68mQB4+b$Ar^8rdToei6_FOFjn2*b>e&oJ4 zc__(+wYiX98lZqAWB2~uw?V^m^muSf5p1dDY!N6s=;Nfni)Vom?{3_l|2eZt81_?~9ZCQH>j;?(RI> zGfC&$#HTTBc79AHH{&=+hFjt0o^@l&3=QI!sdAM2xRxk=QO)V0PLa{bX`Xq)7-j0z z1|RzKVV+O^bGLT!ewNGORnjs@+$9_(^1zH#Ra`!>?qP19ap&yGSmJSQSkM^uzaIhL%!;)ezvISaOlT*k~9m#$Ua!x)~y9 z)p!(r&(b5|5PE(d(SLW)0`a@}>ABzvvP+eU2(%Z>44Gha0xcYoGxQ(Qp5a&Be!d5` zi9}z1eZHUVa&_t?eSHpv3~c8g`HU{e zV6Vqyy^nzx8n}Cse1ePIZT7+_Ec<0=^>Cn9NOH024(Ws6eh6@rv|E-uC%9D3CPyMu zNf%`RaItwwK`IeNKlp#8E#9t*d+d1H8qDExa}8`gFc+>Qp%)%+iOYlsm8`7v&w<`Op22#!o*H zG)t9X^i@rv!x}qstppX71p7F}lf4@#red(;})3w{uXk;_Kn8Iq_W6 zTcN=rL@}gy?9n1f&jszoCRJ>Zm#I^icA8Ag?vx^*=qs{G82mGZyie0LvAXsHWw!vR zI#*A$Zz-qQz-_=9b}CL~Amz@kY$8zd+_C#V)>qf7BwpKZIGom~-e`3DSIzQ#fMYv* zC-*{ClWt$WLr9g^he_Etl+0#F2^x@we&{|gLOeo&p}G>tn&`HTq2XeeC12C$CT3@8 zlTHYMkd5+erkJ>bkBN2#-=|aOnbAx}mC^Bw>18!RqI9$1y$bN|m~lOBvkX53e7q6#91zIjOMu#ONAj}UKELlB5(tP1u@ zek72Bk_Ih68AUK7($!}7`PrLxCcnVYD0bb#5O|_zZQ1EIwwk_++$XC7#5_tr!hLCS_N$k#8_9)l-8e}f!Y(SM&H?vB=5l|zCkA8 zWK7C>&EdBe%^WkcdVm`1eikxz$unKT@(s7hpWkTZT6}goxE3`)tS_xD51dGAoq1CW zUogQs@Ti0AH^7`sg-;n9Lh$^IaHqiiU1qV~} z#-CS+l(1-sPcuLM=LNts|Nm=znn3lT+6HvKZ=u5Rq1Q@DHxUHpspB+}Hwbf%b-W7{=q zYMSH}ndervW0SZ4b0J4OzvIw8wgJvC(n}th&|5Rn ziAx{^h}WE&!kuM`92f@SC@0G!iiO3J|vaz?~>beI$YPkj%xvc?2+l@PpzIiM~oX+_Q5$W=_b zN6;mk3Vq#mWM*G|Q?rp{7Wzzu(?5|>%<|OltN5_QgQ^6Z50*R18M?l%l7!mVzUEh< zwWd271&x^+s27lNoo+50`gHrx#Hz{bsy}{!aCksjRXe0p_k9);NYi>}Qw!*&lB}%m z5;IN31Bm&lBc=yQ)oKp#=5%w!(|%YcP(8x%-wr<>e`OCJ6?OG`+FrnwI|JC!hfeqH zjRg?bNK5v+fIoCTRMR|PnroOHU0v<6vrx*ZS9|0VznjZDDSetamja$R%c%qEM<946 z)r3L}wC@%C!bGGss(>0h517NNya#EqPMHl9ik1v!&p6nh2y~Nqp$q@~_DUp2vE7ld zq9&z6u?XS4olS>+A;e3?i1!uI*t`(NTTVZKg=~JuY0c7=NU0pcQMAXXsslF=viW(T zD|Mj$BeD?^d*-R98!4sBB7+bHv-G?H5faq&^xR9gc41xXuxPrJPUvfQa+P%?$UF z)!=Wo@FXg-nb6usw6SLd>7p>OZ1CEQ>R(^`rVn5VxdxpWA~$>16kNOpSO$-`Np9Jf zmNtE{IMi&56CV!8<7GWW*)YWM7=DvkR!)gE(r}k{7PJj{@$L&z&}xX8u7LO0ArhXUn>8>zS1=~^=4e(-Zv7M$`hhfzgFxR7TYh?S8dV?r`1=dX zJ~F=ad72({=MQ>(sR%ja#$GaR>*Oev=Yh{@GRdtzon@v?8IaXTgRg84#id+BEmtV? zz;F*bur{=z5%I;-WbE}hIp}holzsq$Q~7rOHq-yL*T+Lsa-jrE2rsu1*ekk^)xlu; zmgT4FR zTgHuAomN{V;8eW%E?I8~>ckT1v$#RCQtfxG;BVGeLD0MplbI)pS=!xdkDd%KQH`c% zz`zss&lGsq>HQV^f80MWgEN|7{Y{|zR+q|>ks+?S}~*rL)| z*5t@R^epxn->g78;h0d-_gavksY~;qJ2)fQHaD^cX!NfTvZgY#QDoVt?O-QFX2(cI zo&I3f*y-3e$muwQmB1loUnb+Y>-{pF_dy}Uf37&uW2E;Gkho?@CX;&K1f0H7)omTC(;9plOKvuA4QiSzL?0j#bE;!n5%OeH(}OV% zBN!|NGL6*cE7-~|*K9`X+^5*OXs)a&*atnomWhc*#%J-PYy=P2n8@@LrW8TAwwrj) z-MsS0mt2(|=!)l&&^*{r`(oh(metsA$XT@TKuMOY4Cv8*BhWpISMV=+JkraAsEr|` z#=5s~JjF|2U(v!RL`4}oRpsYb;_wEfqHlLpZ_hFeLbR7D5chU=ai{OB$%W-7eV^czv}0EJhSVBQ46WWM1tlGE(HvQsT$`zo)_PI73iv zml1;B*zf__f z;>`^Awcc_>&<4}wgM+O$cSOu=KS;n6{Nbr@-i|#44GuujpJa`hh`;{=r9T?{COP3L zS;@>X)5bLvB*IC3oFx(q^kccb*w?g{ao>$5+R{t2Qtv$$vT;Ty6}%;3)-r?(iIa}w z8)i~9%YFRzW|w{6r`=4G2T7*q|7hO9XyfhSMMsXZML?W)3HQljr{}moV-xB9@TA2y zanbJrv|oz08e`EA^E2Fus;8(bwk0B~N+(01MtT>z>5HR~9yijAi;J zZ1tsL?Xw_g;~uFf~oTq`w=fvOi)G-p2M&_xGhOcmFtQ{fg@SRw|6} zmyvbVFQT2SQ%E8Ud!;#)rp4DLJ(-gu$HQ6%=ZjjA{JB>*s?>8~%e?>gb6kyY;+$x| za7!eIjjOAkm@DjZxDb!oq}8zu*x>X8ldan*)t1uD*1k`j+;o!JwD?;_hB1O1c5}UU zLKh?pEQtBTGFaOm-Dopx&%80%+=FVkR;gtcvv9~9{Qg5A$Eh^fH-^zVMy@R^_;*RMV|@oDW=Tf_o{wSD7&##|<42~Y)bC&W zutO!pqYW~I4#v)twkKTS+X~#gvgUN7uGD^xKCN+I8x!mvy+$G*g_1WTZ&im<<7I#d z@~a@*JAeE_WSGYX#@`nMttQr~76#3}CrNkX*^dXW7eS-rZQ(A7dTv(I{{?uX{-XP? z)p^G1dpn~C8@h%2-R&g+1O?9yP8INdWgU6*GM&}U^EU7Azw;2Ox~UkG0*zG{@v#~} z!4I&NBwsh=jMUcbN58{+@V`{WXxyzO{JT2un>oEnxI_M?QdrIh;*zf>ja zHNo%e<$oWirMI;*`9t01%yDSj(2)I^T|}bHun=MM{XbX!+Qt)9)B^xj8?YI)7C~}I z1Go?_EehQYe?uucfTX2@E~5x!D{9DK0Lb7Wth6V=DlaFe2iZ)oK1$2{2 zlziQRd}FDsv({(&0DXBdwuBD~CyMQ48l_^J(r0LIg8R8lDF`LlIO3 z;6l3QAx@|ea9|#^Bl@QT)jK)tkZ;1=qQ9>W+8Qi4rGcU5WZdUBi0+-y2|Ql~Eb)XN zfg&*iZY_KP04`4389Bs5GVIwF!Bz)|pnjo2n+)$8gE-e-2tTd(gzj&4f$EL`-z5;j zIWW_aRETGac?>Q=rwUla!^{9*(hb6mDeRA#OR5d@QpI~mRqT1}qy`LG3M5sqDtqB~ zJ|H(}JkhvC3V``4e*L%K=J1sXbx~f*R7P+oD)9xk?D{kqDlF?@BfoGWVYmGAmdnp?-oRaA>4Et{v(bu{ zb`!d`6jN*XYvIPiU=(Yg(IMX??Nw7*#Vq~*^PrKjGz$8v)1~`IPhQqTaH@AX zFV53MKF`ZQBvh%*Ng%GTxMl_Wby8Gb?aL|BG-$vrn8#pluKAulwcQ%WKZ;%FTlM`w zrM>+Fpl8FbCjA8|uP$-5+KwRcxk%9EH~kQ+lxr`l|2Mgm<&m{=K@(P!uHXV9F`}@D zpx?!C$nK}tf+rP&>d|pt;3y4301y|IKrAIP`?S>T1h~a4TB(kiDMhfim~0l2>-x+eraH9YOb6xpM;``mczXd=_l~C6M{~EXo)RCfZJzl*Jve zE*tUhttkR=NX}!AG}522)7f9S zSmBXnm;unLQffYI89|+?l<^(!v55xu$C{tt@uf-niGHpuK+;Mf*aN!VnO0Umlj@#& zqK^#E_^*k}6q28`IzU%vE(39;3I#PTr4VV=BTauv!Y(0E`Yvigbpe!krQkpjAyu6* z0zJ+4inaBBuFUZ$nxqPP8FSH-S02YJ=V)*YWnjrmhB8`>Zhn0j@YY=E>$PyXmK&qp z{80#u5&rxW!BxJY;5Xgyl9{U52z>*1U~YS3wx`LTd+LH}9$i)lWeiBp=c?%#B;Th$ zMq~#ZreE7zHX;-|_!@l`x?T%kP4{EYOYd?Yy-2)%iaQUFE}mb?X>uB74kIUybTxmze`lCF<`yWbf#3Z#8iF2x<#%x z$o-+7!b!A0;+0@NhTs*&hr^>c)q0NDDkx8qv(&{~(V*V2|8mhF`PF0$yHTLu)487T z4lb6*p@5Lzo?O6=%;OJ52q$MruP@iRjJxX{rvGTrAX2C2E{Mv;RDqvV6!bVFkYTT2 zR088b9TI$d`uxsg^85)grIBHb6vT&plPJRkyeyx7;8axnB1O@}}s{ZGYsl9ILgA{W3etguR`j zx&tuSyca&Rm}Ai0uMvNE&O8ON6D`~nd*zEVd`ho+D!}_OlUOMOK>IWz3odij0f46$ zMuT%pHSlgswV~m5F?84y`E=G_DMrvhFv}<@?+LQV|o1X$K8~;S|Jk#}qK?>i)%UE+Rp;R6Fz;c!>##Qlwme zt4zivw*VY}C{fpak0Yarj6dyDOz4w{ZXf!Sq%VYaB?ZROuD5OzWcc0luX>}v04v;_ zo&<6t=!J8oXml@Fz$9|odwI*wxHsE~ENvIbEe5Ra!S=@s0b@JWE`KnN$@o9LhWFV9 zgoM`Dc+*1Z2w|hmwj}N`(*V~^#9B~yaCCeepX>J1B!j?hqu8rn;h5;)XDO_=jQN}! zT{9*QUY}KNu<%&1-OfBSd5~`Q_Wg;ANlk7zv3TutevNraHtXXSNz*xE8$c_L=>vY1 zhxf|-$=}BH|BdAZcry{kb>t4VY5Yj|qFzuSwu|csG69~F5UIKsaAl!7Gqn5OB{L%J z;2@(aqbk5_7bE1_o^@Q+t&!mAoQaZpai-%~2e(BzCe=K2q*<>2iELS@Pi-v8~t3bUdf~4Bw6DY{YA3=x?UQC3E35$MN&;CZ(>4?Ohi=pfC*o zErb2=5-Cct+>~C#b_Ji3%hRc{JV{p4SLN)$Wh`RBd;rajDeS2DVJ7KAFzREfO_cm% z_pFCc-yS>CC99ygoDE6j=5LJ8ILv>&m7zJnYqkU%q(fUgY9CBL{PRf$9ne{{xT+F1 zpUgotALp(?80WY?hs8)`=ga16l=M!dH?^m*iNsYEos#fEM5EkZC@1p{5T*3C^Kyuk z>|Gc!y!xk+OhvZVV3+ooA&9ArE)7DE-v_Q~Ov^OF1>k?8jYs0X z@=N9He{|jiw8USh5Be+4FVkkufBQ)Di0TF-?o$qm9X<~nAJePH8kv1*$G^~eUB~ms zx}NT?6y9;s>L_s?wiW3KE+Rr=yCdo!5|()Spc`LBc9=zv6C@@ zX|m`(+gloloFh+hwcB{IF(mcXiLnnKydGxDS!$(})YpGAcJHTg)_QAN zzVoG!iR{(OL-C4>>@~_za;z_Z2Wfur*6OsM9YHJsV6+CA?4rsyu|+PPo!k=Ft7^xe zNvGYb+izxTd$(t80=yzG_>iZaQLg zN5GS=Kk56i<;G^J9|zu^P6kh=%WY3I0U<+=cq1bO)4Dpr7!`9&ASiMUN5J)ZIR}AE zO`*DxS~QPg+;)|$?zEz9WHevVte~I&6spfHl6OyQkU=Gzmds_a&>-LID?c|fS-MsQy`Yph|rE+QaCR5Iux*9E}gIW1f z2rIfV++prkLb>(#Pq>QHTSD%*#vQdGYy%7Z{&v3)63~DwVWITmVJWXbcxQvAMHLlz zU{+A9;x!J?QuR2~h`dud?;mH;5zI#RP62;9J8pHjhPL#fv5tJT^WDdbFc$|QzU}6U zo+ClT=#u9O)KpacvMo?~BhGeSmfsH0Z1Td!Z?0JNZY9?#x6R1t6f4QQAJpoq_6LG( zN!tEK03|8nmnz?p)*)|=H{;NbH0J~k@2t@npKLw)kr@MJqTkyJ^3EspT)}o+f?B%Y+te5;DdoOmuZ?HE zm|Y`{%u`5{A&-FG?GCx@AjS=}k;#l2MfH8=*3fK#7|JSe{?jnajYHP4w`mE&9R81xcI60L!Y$hkgtcg2B8t%Hp zJ`RhFG`>QdX|}GMB0+pUy|GSlTJE1-h?KV0CmsKI65=qC6T|+1hjFyhz?qu_K7%DS}vOJh^W z)xzVVAG=ih?H5b!DM@U|@u)w=UOs(OHgc#yF77JLp~3F8;uy$dR^Y6f#^wk%G|=Dn zPukn%FyQS+68t+M)Td+Ji{5!-{tYxR;&8;oB-r2r!^6Y9P$BUsX3zBa@?kB;zZc>m zDsu$Ok;ZbW`Jy8PeE@zatG?vQ}6Wzl-}*Dd+=uHxMGgx#Y8I|0B8Mg-+~ z`t<47zJVmsGZ%rnJ9UxulT^Q?v^3&om%QRMbFD(!jR{Qkq9lxJ6!-7n$3BPClsCs{ zT6c|5`RgLi^q=^Zz}fTd9WszFTGF-+cRAF4VW5Am^_fD7L<8dWw-yEjTx`U3Q~M&E zAR#O&$`hr%Tp+VkXf2bHmez#O$J;)>zJYMR#Pc64wwZL5fTWvm+6wqIs-4Xx(ghY? z-l3wt+K{|N&tk~w5R!@GGsDsX2?Q5+dS$UgY~EB>r>ouZh>)ztvOSmFy1`p`4`X(; zXH(@U8DKYT7bqwwXf8P6 z#_pjEp%#u{Beq`qX0r40BAc-2ZH!?S$kOhDu$u+o%UgL6-XI42gp>|FBuj8vaMpE< zU*)#`RMwC^$1XISD&A9^2f@#6`r2t%j9=HQvyTQ-^I8nO%Qs3}fVAZsQ0N1Z7DPAONlIPiJnP- zn!lhHvly+en$|D1BcR6w3zFwdsu#t9{!|bgUX+MSyx9)U#ORwS?~GO*X@t;=M?l(B z*Cxx(*g!P-u-#gy|A)@+0drPY@@_J+UC+EZgxz}d*J`EJ^9=Lu2}*Fyl;~OcOob{4 zCvvEI;Oi~%#F%O#&Y>@~qf{$&{8Uu0Z^##p2g%|sYH@ig>yqMIo!_`OQV#u36qd)? zF`IxwHe+MX&oqWGIOve3DUL_qr5zSeYg6xeNG4hpqma(=?%eMVmj0Em7ky zA3bU-S?+o2g!~@Q>&)@*!;w8atNpTQWKct);eHYzVvkj#?4%)#VN(sFbiPPJ5Mll>GKAwp8UV4n^S3mFRMKsf%{L=L&ag@SD^@~d_PDKnj>-*u)70OJ5iEOZw z%njr8PA1xFKKnV(LWW5zd^BMaHMyMMWzXO1C9^b$i5w9ZV4QF;_9Wvg|V z2#7zCBdh(P%r4di$ewOgTZNA3BTNy>phF<+L_a9jU5eBsDZ0@}~Q1_#&!#B71$ar*rC#biZRQPQzxnqP+1KXNEv7jFC%yC-S) z%2)o}Tx59~6%~hKXfD5T=+>dti_is&jL``C%ZuxU=EJCdmlkO{9D=)fQ)=iecv^Pnc*P1-;o*Y**tL>KmJkkrTTvz9AIa z#{@=FFF0+SJ$v?k=304BP*ByC9WBM9t}%Ibmvsl*Hl4EF@VY8?4vdIW*~YbgUDDCx zD_R1gcNQdD-B532YMkdw$P{vIHx88g9H{7PDh!C(m}F%i4UPnDY_VtRe8|mSZBB2RIzRC#})wx&_p#7|5~ung>ZO z(>N*^zDO~xop)cYS0?%oRJ5h8s$93Zb8?#fj)87@3*K>cPX_X{#H6Itrur;d0eOLg zTT>;&sx{BbVg;1$SMx+eDBk~ime*&n6sH$Mg3=1ud`*@Or+!keO!7xIXrAE;?!481 zY(`P$QGGCX#X@0*`j7eXv~h{&a7@@U^dUVGq6%3>~S)fFu<(wK5QvvPep8{!i^)q5VorUKtA6R4O5 zUIGgUva)|GAu0?9%=KdyTK7OyJE29ejmDC{dvNy1ukO}Mdu%5z2#tAO$Q>)FEtGUl z!h4W1w%cI)%+8~(Rwbbn$CSppGX7f@y4K~4HtRnsC~uXWNWLJ&BPHwIr$DrCo$hpbfsL)lsBXj4(ecdLy}%pS%&NUt!Ey41om$&Kz9 z;r1cH5ytLlnNs+>o3X%RIg>?09u<1l^+QbP$2!(WO^ZrF*;;+YZm&&zN9x^rYRwa0>Q<`i#9t!uyt+u-+~vWm%3CI3CdMN6x{)@sxr_a}wArqXhiYgXDNmlI zN=3xY$1EdCgeV%O#2vwa^#Yo>dtfCe1tGycCD)MU6WgT`?P$tp(G4v*lVJa-htsqs z0d2my6$a50^hm(EVkI6iefU{fr`O5JH&%-(;H0APBV7=BlLGOp8$Z@DF7PggLCX+c zjx-UV>3$SgV)Ben{4FFzZES;0aLQ&ocG!rJ@pU#YjyY?X&tKgp&d+o25?sBsvOqJdOB@v%neZ2llmRpq)aOJ2WHv3>|Cfb->szo>wE=kwsiiq-pP`~SCH|&cl zH(Ses__&u4L9`0?0xM;r*G8|+w_gp6$2%{Pl!YOgxst06_<|X2uIITL_djBuOFWSo z*7!1L%D|a2fg`AX$)F5Nqc@#4%irN}x2q*>#~6^k?4+|rU2jyyfW8^`rqS3JJVAA{ zb#W^cQ`;)WVPF$+9`GB<_T`)-3BA+$g-jaVqq#Iako%%LCIz}^YC<~@aqwid6xg{& zUTvhu#l__tG#LeHSvqX+bqjPZ)2OQpn+m0x(<&E6g|q_BHecb=zR>1x^N)qQUOB$! zHM*?iN6%PQ2SJL=gAJb)hnjxMJeO()QHX=rqDGNPG&%57HHCAPinaAlCck8Ov-Kk= zVx>Rer1g9kX65!p{`gcPo5`roN_iA|>46{LivX|M6qi;%uPbq@iI!o^yO+62bF9Ac z5GUR-K6q^ZbpCT}=#&)d@p61jHxE6%#P{*>1p!I(y~WX*(GgV}QT3ydLmR7o_R@m6 z(|HN!?>MwPOQEcBA#U3swa%&DK2_wDI)yzzKI!zU2z%lawhII*pOc8&YbsDqTbh&< z{hAfIjR}<@exw$csedD6Drkko#~4mGz!k*!M?~xncb#~IbZR)PN6F7BRl98YRnJQH zZzi6Z{VFf2hTtsnHjAI}&Ds=GYboP1s%G5OJR4~dHK*n_I&UVp*(H#Sn1zcOf{dFN-%2&!#%1_l~WD1KuYph)ic{DKos-=Ll{j92mdsSc2 zFk=^SONtCXjh`5$rW_QwbFI#`f* z9G|L|NHs}I8`)|ZsZ*^Onr(;)ijuQ5t?6!ays!G*M(67iArb|%e@;(0xaJ1tZw~-% zBG$pab*ZDq2=ss7_r)R-YfO!>|7T`k3C&4a2*xT+nKjou$kuXD_a;Zz83P= z>qV%9b%Wtd=3vX`zlntr?5P{%M6Q^w#aY!RH{V!>v%$NSlkXyYr_J&Rcx1$C(%jxO znbb*`sJdkk_VHHLFB5J}mY!c}@tuF8II@v+`mg@nOBJm1V6M%*{HtNFzqULq+mM)t zPseY@N4=f+_i$f^dy|8O>sra5G&;hi|AaHugLN-p{;yNZDY%e$Rowjlf+d6kwa5YP zyC1~<&m+>yAoI3S+GpWck@;0Tkt=e8)8Z#d@1g#{YoQ#b)n+KBMQ1S{$WpMeDYCM% zdi7E=8s>9EP`%#Z zeI|MT;Em2p8^a@R`{&KslN;tu_6P)U$ z3-8~a`(FOT!0VeJ%On|xZXvxe zOtsUM@k>YQM8|fIuT`u9Swgo|HFt28>sJ=QW~>(A94o+$ZJ(Mqq%ed$Uj)s7Q9S9> z=g*V3>mg4+1(fX8(2iUlEP?><*w=`nV2)Ea1P(%rczNO0hdF(M=SJ;wF2}UU)X4Z; z-r>G;oU;Veac7OYd#NILWVG~*3N>u#eja(rIqe~Zyp5t8GNFvUy>Z)9X-ewUU&?G9*( zsedLnX|NNn1GB6?Jh9E^ykS~O(G6_h4e&1pgEubHHGrIl8dL`) z{Y?`4$rus8LdA-7Jy%6Qm_ z|Ngz+)4xSGk!-=Z*gQE3nXliu8|moi#L2kK838M93K4svF`(mj;?QyQ=yZfVB0Nxn5Wo@9Hpn7R*x25>p`i;W@se{r2A>2KHT9PfaA9n( zfKVc09W;3jfIKXim0N-tBV1k$l`irS@4XU^uw&Wawx@1|eNI0_Uzdg-*M}xTUSa!N zfp05%Z#C|~R3%L+;yR=uWfi|TY&CvWH>6+kx+hR0>JGZoDW@#uENb|a7OMra^a9^0 zS0|7`X7^lPB8$(jemJ-Jz@tpGE^F%L zzakx&8lcjhsJ_PGlqFIMtz(tGBgp!uVy^yKoR0^2oNj%K#Re$hvJ(aoEM2^qOc`A? zlYU)S|1 zZFJ`8@~_sinnh`LJXG&mVBZWbO}v{An6E{YRE+;+6UgCI@7?X5M!Cnu5WOcjo>)1= zz84ROXPv1!n1UP~sKvXox5*lc8{y??PFz1zn>qdGUgW7q*p4yPV2=x0KVB|bWzH}i zc%lpvQZc#^i3zfo8r3 zh%}ooFyUqxK^rM+%Pj8Mtkwz=vX?Nm5 zy6uHHWdsF1c(UBb&zWU0^7oMR7q&!;ht*0`gCQ!DWZJIMIwq*%2r7ojs|P>5aVek- z0|i%jKFK5s)K!|&ZFAb9w=jyU0E^r}G;6!ym)TJKY1g6RaneX4fOC?)_bD#B5Jz>X8 zHVKxz3|;6SSLk(DK$J$E@+E?CQ%Q!dHK9Qgp!vn0++;K53~mL8Lna}znwWru+b<7e z)ymn5mL^{jRhq2l3MTnd#ZE#><&f8Dmj;RrxAz4LFq zXvus!-|+3z!Xf+`YRI-V*pb1~+~QR-fGy5ZyO?EA~VXL|JDEnuD3Ow*%W`(<)sd86#0P{}P9B za4@}cV~(sVUMz>$1SBOm3{II*UAy*P$>g>8G2ux2I`twQQ9&cvAu-&dY8Z|_un`yS z!HIB_wVubQebDs#n?h})s2Wf{^KkVyVKA7D0^+X)3|O|F8IIHM@*$z&d<+-LY=C|B zj6_f#`q88CJGQyTAbM%$=e#EvbL@@uABE&7i{9k3PK?Dq8F4Xqs@ZnLY=q24tA|_U zo+u*RVn$cTJ(W(2(tG~I1ealpY3eq#oB_VV-n2z08i*U*L`-C>OJmN=ngEki%T?F4 zH<~sC^hVchnNVa+cpBW7Fg{tZQp4$E&KX`r4IcjvBdyDja!dF@U(J5coC-Ms(h{7% z)>D=esnr~LX3p*;{U3{-5J&H*$)|u5j$m?(erVhNS*zS_v&5J0uIw=dNDLq(zrhOp zB-=BYQhvzrF_&%Wx=R(qtw6r1fMWgs-PP#e+P+=+3s#tlDG z7JK}O=r%j&sL<3TpX?*SC*pF;rXnwE+s%KKhj2lsQYRDYAQjXq*E4VLCNR&KT;WZ< z8;|hpl|%OSIhEiqGFQZRT~9lv0J(h#JLiY_4w*G1uCN;xBNA7Gkg7_PK4!KQS%zpR zoOeB#Z*sIXz3MqL0maI+WC%Pw)PmfQa1?R#zSowANq4up?S)uAlr@kUt;T=W9YP$u zqcLv1AQQ65i5!^{Or6Gzowg`^X^V>Scj@d9i51y&oXtp^00Vu~o2CZtf_gUbcdf>q z0udZJt^F2z+v}4c4+>+*efL3qfm5NOke?tF^OBxC`n&qtH-pH_cc3A$2~v-PWCX{) z3qoL_t}4O()JWJj6UXNH_b-*@bV{-3Nx^N(VBJVyTu@E5&u895ke9>Ku~?B=4*% zl;GxOy7dl%o+Def*=y(EqI!J`QGLT0++&hzU??y4=t8#Nm3QJY`vpRZsND9Gl^05pP_0wa?^O?u!SGz+u-u&2XXOsW-6GCdE#*M$I}29X@cVk9;=NqJ1=yw8f2MZjh5 z>mZc$?9Xgyg1{?A0y6g3pz7;9#nxTNm70>W^)<@)-#ZKRlClD#BCjso610ts^!Ejg zkmB;S=y6{=_HJOEq`cO_gBr&c(9K;=*BK?IvN*Y6RAAlG%n!P27R})-_S<0mGBAP; z29A1F;ANYsDAoU4gu7gGL_B)WLL%UqtVf&Uw+fo*vw&P!-U2LOGcnbZwq+wvMuY7O5G4kqfaaL5Cx>__vu|B~Yr9v&4(8XAZ1G)JCDgzO-CGTUuH zA(`RqPwy}lgDioKj%Xd@#$A!2M^&6*4u9?PAxT zo&4CS8E>>P-=E0B1Ot61yqjg9s84}LMF9lfblT-b0VC=EJDjHx>yBnv(4_$yF%^|X z_ouWfjKWilcWBwBmP%R5%pVl(Eqb#XFX5<2dW-9 zYp7NAls#SLdu85K042uW;}8LyS$~mul-}UQEC0~5dzs=vk+)X9YHG$r{VsQ+(1R$z zt#`#8xhy!SPH|nRkBEp$Com`o4Jw5K*of6ZsRdZ~5z7EGhcCQPHSRU0gC)|CC&&z2>N}4SLtkVhl~X!SEj4;gmw99V zcn|;Sw5GLu_rO4^f`g!Pv_s}gcZ;a9B5(6dYWcJMm~0(CFD@FD(p+ncVNGx27>rM+AO@2JsSLSoed=YF3x)f%K z$X?$!%9{RB8@qq?q{zymki&j#tP?+?o(rj(@YgnM_7{#>Ck&oQD^AUa#+>YIwlYzs zXQoOLYAKLukQ}h=UT_HvFsS!;rIC(F4JfZRb1YrR{%uqw^nq)~`jKn>zh-Ld`pvh_ zRQcAg^9J39%$&4MZNsa~bXVwj1SWa&?Q)0YRB+GO$m*N-tp37b;jIy%fY%ByxuT)? z@E1=+)sC5DiGBVlW>a}em35VrZ{(Z({48;z))qKSCGRI3j~KF4`v<+j(EzaTuJc@( z<>9)JJUiov=62o`F$t(2Ff$P4!a&>|MbE)^xq{7hx(X)z-`>;Xg`k1btKQK%Jm$Mr z1b5AP^0_YyvH3<%hg{^P#=;vFv4Lsgjm4K`o0@gTewPvb8$YgnhHq;@Y%%S=Z8wek zV?(%VtxMg$PWgP|Jo+~=Dj|-(=Uct%pF_E>u*@O3*S4X){x#5xlAw)E0l-Ef|AEL0 z-|vzl=5D44c8DcU!Avb>tW0;GSz46Wb#wK8URar#ZlsBD_r)L@`s+h=qpsQ46m^{A z&;5foc-Ec=pmIEx8KNwjznnl8fxvN; z&J~*c&q6Id(U#I>J5F2I@>EHPtvG)YVIXMy+W!1ij!w3Hu7EZZ3#H%QAHoY*!ZMXZ zqI>uy{!dY=>Sfj`GfnDz;Hd$i>qVh2`tW%iId9na?q$qVt+dHKs~f{}#O7bE1Z65# zL`6vO-~0^xroeRzRYz2<5#k%=YNyw|@=CO7L+JNZRnHri8*Rm&w#s3TnZR@w2zG-0 zHSoCx)C21&oQ81)Z4|3f=Z&(-P|X`qmFwhXVtFHy{P7MyzV;lg@^xqSVB9Na5d2g`YSOwT|mgo!%~BkxJ zl$4M?w`Y$o=*}Z~cu%g_NJ%5MqST+4&n|1IBPDUj%}#{p+ZLXxfXTEcy9w9tZ8MG< zEO9<_Gr&JuNC;S=EY+K20f6$N8qi}}SWBw|&n5o)x;S>P%sT@^W2xp!;+%=PfYS)t zaHpqiF|Lbr9pGeU;^!S5V$|eUP+&uUaJPp8!++~u2-~rsO|y0u5)_;OF!dZcHUxOe zHb7ylEJ{2~j-a@J&8qDf$DDl1?f#Qpho1WlD+PlV&a#aj?l}+zIxFZeq={U}U(3Yb@Ew+mR0nC1ZE+U0@Obp#Nlz-ZpOc}vvUHP%Y?@- zX^4tl0XlAvMlgsA8dK!s;mEgl%?JXqz<#jKqWRCX4;n?Oj_0274of~glE8k?AHZ%a zkwQp*VUN(jgoB`z6xz<~E7xZ1T(!Y1Kj}HSBg4JradAgzy_oMKjxK1`5Str-f=`Q3 zyn*4|2(?uLu%MGNWj=N41%?1d({!9`NH1jV$z#OZ^6aOi?Tb`YmMp%XAP=bLotXvb&=&y(BmH~|0t85mA`Y%%VdepspavBLKc~HH=O>uAV zQE`G$VOWWCyqQ+Ov@SF8K{@b3*)>f|&*YT7hW%Kj-4#%OI$jRhr;|Ik ziqaC_9$azAVf*(8?V+Gu*rXU^XAdh79{PSTO_`w-Cg3zQerNExF$7E>pN!0$hP>BbrtSqfm$WTL&~pRp z5FkX}fY4+JNC`sr2y?j!;D-(8%>$0mzX9Ulo$P=&cH_}oa0wcM#h6jLAd{?^p!rZq zJHNU4_p(5ySb*bFVnZ|C7G@W@baLYHggZKCuCqkgH zZ<|m^+}D0~Z-wC2kMj55khBkF2=7TTGFL@lX09OqX8n{@RHBe)>w6J3g|dVqJvkeL z<5Y_n2xAs*&dEc>q+O@(M5EOpj0^V1n?SiAEUmC{N>sK9Klf+;j&t3ERGw%iOR<>U z(GfZe25-EvCmWnUULVvl*!U9i)Z@thiF5oW8XTq_*AR~s=aa`(W)xR}GAb1XoccJ$ zWqQ>tvwsL)|1Q?SvTd;dpLvIC>aiPsTf21j>-F%c94)aF)2!^SE~S3Z!b}r1B5czB zJi~d)+S=NICd|?t01>_T`RlG9@;pQ^x*>7sqY`ri;pmFFVh&z4y2}UL$w|PHD)de? z%b&u!g?9ZK=GPXM+0Z>O%o!A+eH{X%+9y5gNMGsl({M=%Nh71A9f%@EVSm8z6n^_a zscv+)e(vCpPJE-o;Iqc6_#>nZ)E+qb$mhwE%d!oS#g9mBdwXM)YXe9AwU!_5&O{=` z8joEYj+8oKTj+xd}@m#H50okt;+ytcysRLP5GF~>EN<^b(!X;$9wD^HMyvqe}rKGf5?|qD} z1zYp|e0}^IhT$sMvrGte!NbDF_Jg0`EqnUbE`R1@4LE)62{FO;P z?;3k*X+8iJQc&keD?=SDwbWP|b&xUrd%GMw?9z)v)_zu&U8&k2iSYvh-^-Bjh!mi1 zPX;$-nSD6y34*GQ4`_g@>WV8V1r31*B+^+$xKju+Hkksfx(+}U^E1#gpvl?#VDXs8BiYqRgWI(i*I=pi1is?!Km81`K(;gr% zNH@|S+M-+24`wUy;2L;{s4Sts8b~@k$IgFT2?BhFdBk&{j?pe)m=4X_BKO8Q0Syp3 zN9dEF{tJWu{4^>A+siSxYsLXO#YM${8OfK~FES%EE`G#R<#i#TL?>U4263R8)20L# zF>DGtftM_0LDRCBP;-$iQ3ce;F-N=gx?mciS<=jm;_~W@!?zBauQQxKCzRj++;}FE z7j2&7cW5))0?#r!0q1oaNj=w{O-nYiRvs$EFxMz3=*2?H2THW#Hz4nmOjFHv1M%3( zQhR$lwNTJP;LDdc@EV_dM_hi6>yES#O>r%5-%gtj>?%Oi){;-ZqzUcL$lAHZfe&B< z*dMqQ8U81X`SHtmU!a()a6z|u_bk}m1gPyg8j+bG#K{FF@{m%7Zq?qGBO$-vXUH}k z!oa##Y8k1Ws#Th&ewNEZD@$?VIVsPrfuw|l$axQ{pEAN9zm8BeEJ*tq!b`qE@8=Q& z^ofIDUq6|A*5R+9apA&+=JLI^Q;Ofb1(zQnHygNA9<~c7XmenM5;pK%Ydo3et*D@z?`9jjg|VfY67f5>LGkg6MA<@hlPb9Bz5dd(Lr-!obk50dlmK5TN4U0B`H@wDhb1M0fkl z2ZjLnVJk7|R%#*XG;|t1)Y?o0{Kqc(DF!$YQCNL`FPc0E{^qhp7Q^%;To&w}wCQ0M zk~eN#Vv*Kz1B0Bf(Jr_k60bbKQDOVJI{Wul!QjX6am>h{#Yb)c#K>O_rr-&RWzouB zJT3#!j<^r%erM;y-&KdOMAi5dR=30*DvIy)%D^mI3-AY_k`?2Z|JyP$>%iil&_+loF!3uvwyqFm#2 zz!5nS;<7@z3e%GpFSt6tWz7Fv82&gjk+6wud*0}Dw9A34F}D{)Pjnzv4}m7rfNhyy zP>_L+$^>!{pdRX>U;OD6|JeE`;NYJ)c1J#W*!*Kfe+E=a-Orplf)Vf*>T7HXWWf-< z1l0O@cKT(}Of`Sz^l)l{L?&|@+4;bD3XAOodE^&DNHBq*Rs?L028hiU;Y`_m={pZT znfXX>-lFL*AM^tg*0^!w@el}$jkZARu)!n7`~LlVaj*+FsP;gk77GepNcoSu`D4ZL z?g4bQ{PnU4Txk$|TKF$7g1#yklw9OYslSOj4}OW894Q%tkV&*`6Ea)?J=b-VSn6*< zPB{T0Gr{#(;$QCn?|*4j3w`|Y@~e2+51k0S&<{-+aS1{2=28sx^P>RXgI{`9nFOLJ zLb$h(c)v9N8TI>-Y%c-nv9bIqHal_?s${6$M3?_y1j8%*&axT33{@sSd)D;242MZu zb=v1Y5@%$ao`+xe{G=r%B^3miKzQinBZNx|0+()nvb#Ve%7eiu#@1}N8n?U!ihX~^ z34d%LEKk~A7{CTW2v}|saL2Ti3u3maU%7e}VYN*rc78=16vSm^xhNBXj&%`9$&rc} zGQNo+-#-&1ctMY#IY3kkz}7{;01%nj6JKA{@oO!SJc@g3+3pQs7|jCcS1{ar643pp zVq}b9gpxN+CG)lpD5na67FAo*c;S!y1NsHY@X?`h`_m=KVzH!g*_M;6oh+yMZ^^xNsY?19UMwtb!PPnxG%B4}g<)`Cnbfz$Elfdu96^=qYCz*>}go&uvF znjpKQqNi`{=`eK;CzsF-XOTFp0M}B;{9thtU|gaxu^W)$yj<@wp?5a^8QuJGD$HPy zbBeBC$-Py25}!da>DjboU^p`WATB-*Y5GDJdTrWQ`KP<-N1&60w?t)$y%GLqg+&L7yk=wHPIhC|Hrf8ai2s>n&k0Aw1L1o4+O!- z4baFVbU6flEgqkEKFRnK$oXUAY9T$SlNn$~*Z_2YeVv{pU|QXPsV&l0%ivw|GGYAY z%{FzxzpdC5r7-&hf6zgr%qj$ySORYNL@@P18aWVd;Sl2)pZ=rKj65?bWMrggpxj=D zT^tdPG|K=lHvCxOn5SQNLM;8ud!#5uVz|{u*vF9nQmdf;f5NWzGhg3eBv%0Sj~0+I zSdE&`h=Xzy@=s(OgCP_sdEk@VUuvB^2>qV0favH2mAb#}n`(7fWn(56W>GOQN#GPV zBlCvX=AWMvpoemXwI&q=3}HOhNhW-M`)$~D=<*-6tuhhb>U26ZwGhsgBY4wT4?jBc z=Pnh#giC-s`LsAofRgg9Mo>luqjMPM-!{-b_N5DrhU$>CLHTpn09yD)L4o@YGuVF# zt8ne&O$4;jd_*j7D;UrG^-|wqsP5w5ck1|q;{p%qaT30Tpx*Z`+<#l_;HRZ**f0P4 zy+79IfA8gg`{hSa{U<5>-#PlfJ-&EeB41OYluN;cJi-9LRD{0H1I-9vC`*EKasohL zh`KLk%58O89=yC{4FFIJ2o9!#LeU@cyc@td0zz8Hl$+UaaTHqpl0;B+%sgE6Yeh%+ z)u0Br0xiB7yKyAtftg*5Fy_b)8XW!R5m_)Ch@12F+T4)-0HA|OGAlAXht=$^ z{+Y^+1^^Gmw!z!RPZyn-y<V3w*K1x|}06Het+ z1yLVV)48Q7soPocN&HWblprJ0(B(l7w<7mvPFTGUInoZ0mbPePWg9i20f+F9^Nd^1 zSsO$d*+aTL*tvd!lv^*xzxb5m`t?7*Cxt8|jT3Y%QB#Q?&vnAVpg%*SuyOtpZ;Onz zh`MOZq@;FU)DM5{cP6kfQIB&Emo;@1qXA9z>QQ{F1(Z~wz7JxpcS}XARvsq}*l0|kjuCA_Lv3w1vyxh`5 zsxoo$@hwGwSU-O5)e)*J6Ulv(sq8hVmj*NLoTH1H{4T`*`BkFr<1YCQ?kBCj6hjY> z+<`hU1Oyxhek#yEYB|M@Aob?Sz`T<8K`~H=Q%W3`BKFe&!aaak?eoX-^YW0Wk|Yxt zS@-T;iMjEgy_p?K`13BN~sF(NoPRrk_UDpq+;Ft@@3MJP{v6uTai(9BeO(` z4I1zfNJ72H?H{DR<@R@^exUY`ZW`96ER-%t7dK5y>4hLr`c`W|^s;;`F!~N4*yLfbYI#ac`U0vQu;kk0$GvkqMy9iK z_W&fXP%QKPGcY?cfJF1I>x{rjOm+tYDwZn0x5#w@Z9*0UqMwOe-_r>Xa*UVZQ%A3r z{j#V2$v^7>D^`NN`?vpFx(}JU5Jd;(U#eqa7!e$2#TECr|ARjW)HO7J<{#DTPsy$o z+*!fprnhz0E6q%-R9HSuuc9wdHSKHJL;60yT5c8_G+fBL zU%GJh@UL6iGmcW2B5itz;RAu^6$U&q6#b%LhaCRtIIBqgU@Lhm`&Rnp{qWj``F*tr z{qp?JrQ5R-S7z?2$^t) zzZAJ^l`6GcUZ>!TuZM4!CC$B$SZkUKVMj{`M&*}zUWMCTx@qEC4fo2Q|CS_rRufR* zpq6x{B{r4D&?kP6b8dCKK|RYumv0@? z*5u`6if^I)chUb@X%UL*t_q5h2CWO|j&%3$D-`sZ#k^hb&Ml{^#=!?--qFCeU)m2qPOy8E3L1Hga+R=}eET#G} z*|&e}iIv0NnTsC4Ckz*`U9A6l zY|DJHUtZCE@6PM((uW4c*4YL>80g>QGld+4aw1y$fH~nG)}6QgJyY~Tnhy6q+Gi1a@}DwMdhK1|peyji z_eA0L{>|>2j^k@B>%6~r`)ZI&%wbVL^*JPQdqa#e(G~FzuX!7{Zgxk?k+bx%oK9L? znzNif_G_vZI}KE9`m&AZY+|u(SXy8OpovEh23`Do=8s&~$2_lCKaa%v^}Z6Wfxt?? z>0Eu5LM{Q5ou+H7IED;6*y_U7g_r_)&Uq=Oj^6hTKe7FgFu$pbWG&J&r#xfv&vcag z1Tmp3bgi$4)K6=sNjj)K);4CEws{>YG(sn--Oxn$+lH$F8#?;U1s>IB@Z~hR8D@HP zwai{lH)*yDE5R|%k}f?O2dVto`sE%Ppsx8)_ATrKP^>a8Zi;LrK!|s8bdvAw|a=nD* zPeGoov_SBkfGyVr*CuL>uYQYC&I3KwG|X!4aj+ZTVb?e3Wcyc0Xvofws(P{|cN%Vt zSmfWA`veZX%`Ns#shK1b(=_Da`czeWao3cxsB@#7w%7V>9t!K=E^U3dbMxDG>Hla3 z+~)a&|B4AbPI`7ttWeEuV&@kcv&|;->+z*&$khxy|K!*(-U(Jj;yg~HCQX4xHkeAL=JhP-Roz?#unPgSj4muCnfYGMZbx{r>b3BR(bC7ttfIJr^XCNwnFNP&jY7B z*U8WysCcy6zk1CPc?LN#!iV5!;Z#R7Ql0k@-ou%;smKU4os7*@wGYL4A)A-{DY*2L zOg~3Kc0#5$LztMtMceo2bnRulHf}Pe=hp8^`V3BMnOp7c@=NOg&8_(I~1dhOmVs(@eEz^J_Q7;lrLpi zbo+f5d$Ih#=oZt2?CA|GANIV!H2Q6b{M!bb)p$H&9FR?uc2oa}-ZxYK%EHJBNsm@8 z@_+8jWhID6(aRm+9Ex#Y_*%<1d=){F3wL@$ZoQAU*0EZ@|2}U{TlXF<7J(z0s!SCA ze3t*q6HynFtb4ySS$0Qht>u529ufawU_`JbIgak71`qzvqXI8n2!e1Zc_S&{GV}#!~*HS**Gdss5?2%KgNYT0Gohzi{LSNp9D)6~I z)KMB{h=G2Ef?ZGq#vE3jf@0vuAUBgO$~=tkvx%-fW_CA#x2I9NC~p@=al!RlPJQ*6;+MB_Vk28-qczE>m1t(LA~n>A&TvBPf{YKPm9?%OkB1| z*OVyaULtESS^l>4`x=BJS;+izD*^Zx6zFx8dwon;DEEEZ)FpS8)86!cXyoRxkhcvjJC(SQ9Raml<8~_rVH2(mk`Y zvC(k1a9z-u+qk%OCS!QY@ii~ZClQ=`9i7iNSM1)J|Ggx_!X?<3WUUA~aKZO{hVI@H zx!_hd+0i}s-ol7j*PV!K>}U}S)JXs-)QZ_31as~~f2iG(1!ba0*)0m9y)(f_w?2VH?5y@PlO`+u) znJ4d&eCbc>V>P0{qw`d&F4Xwa;6Q+}tl+U86&e~Gc#tloAe)2!Lt!j6aPCDs-;7L_ z8j|ndm2T1ZOx?2oSTO1OrYlVp7wa0;%O%2p5|SP)sS%c{!@Eq>&1%+pQs+IYo#?91 z$j?m}P9=b?n=1N)rjU@^s=;&ZuBl3T8HlU$k8IMBO8B~xj<$@<5i|@?vuOkxSfrcdd0(^8;nnt6Fa2R3_545!P1gv*tUb(KEnh-DZq?E> z>jw-&KDusJxY4d%OlQ`vb(p_I4p@*1L|oJNYUIB><>SY~6TVzF$5}{6>AQ!jQA%m! zIP^4Cm_wT-om%%-vTU*xCQ8`Sb(|@Cmp;#FwUBMx6I!dfXmR!~a{ZZMOoxa15)b}( zZwFrwr4=i2-^t>sn2vSutQl!nLCQVDOXjC>RJs@KO!2(wHHx~JwnoWRx%Z7V-*@vQ z>8$>lajhO`_u{bGC9+wO)7b1?G|H zY)a90XME!9bKURG_wgCp5woyma1SHTVBN@bud5Bw7#~p`w6RvzuZy~GD2060@AI>K z&A*?Xe?Hn12L@IvbRY5c3TN8>b~@QTRibc`>6Z2e=kin4EoR5DF%_mA{a2cMZ;R8X z-q*eyC|MD=Y;r^_h5x=ZDfQ^-ING1cSB7_v9xYclw($|z&AMc0&d~j_?c}X2l*$f2 z9{_M6u6ym_^XV#@Y%K(^(fl3=FN;wd->a4-n_|NixGdK zmnB7^@ZDf8!Xfd?gyCZSjk#pMY*#!>&op1orIV7 z{+E$f!m-CNRQ5PqOZzA$=pQ^K3aL5OhX|tZSRfz!cptej|2t&WPLy&5E{^xIx;aO9 zUm77ngO&kKg&|dw+b=|3PaNi)o$_q`v-0UKOt@*?H*^N8*pdQR44C1g<#^#&5?5}S z|FUN&?qa}hrr-{h=nfD%l`RoZUBfHN&|@Hn$rgqzmjon;X#{E+2l~h#&omxbt*h(y z*+(T~DOssh=c+0ktoJh6wLMI#txpZFGlj8M_E{Mr-yspwK4oI2o?mGi%Qy7i55)}W zvQ@4cE6F9MrP~{|mgEm2Cn@-0I$N9ylg@aED|plJ92}kwq)^H{Gxuv@<9IR0z9KzZ30;eEyP(L`-w`AOli+(C3YA4N(x4fsx*g3i5Y)Lg$%b0FC~xpMC0XO zUK&hbd{|9RdCszMu)vzb{$rDBN>8P^_DZkNi}ay1QTGyEi+Lih7hJF;FxAcAnqhn` z=P%16d=0}#1@$eQFjHgKroy0m?`y^B;g~TUE9M4X_xI5m8*kOc%7Uw!WsB%mkWiq2 z4TD$cnN@z}j>SV{I1_D_+Yt|{p(inf%Th5~YzB@zro7NOVoOdzp{R_y}@e48I1aq!c)48+$3#(qUilw49LC>&?* zBp*uw|F*jB0vOt70lJBe74Qh11-Bo9zrGw2SesHy0~VATGM`;!9$IE+r3St8;t=G1 zgq{Q$u2S?^_4g>A7Qz1?jE4bRW7)paY4$HJkKjXU5YO;JDkvCDvV51aiInDBA`Y z5+crXF6`>Bz$APvVKtBB$p;)SKS+9hTbnyN1@!4CJtu7$WQh3O^3vRJZtuO`mPKn_ z>$ok~=tyk^Pma(SyJ&*PVg7`%u3}JLY~kayeUQWo9_t2CTELh<9^e4=7a@_LJ|7~c z6MMTmZI2WO7kBui&<@_#%BMfR(c?4-!1AxHy2{_7L;LAik9MVtj+5)1M9mwaIi%zipa=js0gWfz~4wV~ zOSb-aWrsY6AW}DG(l|f$s0JZNBq*zs$7V)gaQI}G>t6`|hJc)q@qXPL-*Y^4`GW61{Q94s zR><|m+)Vm62THiw&EfC$ID5W%b7cc2ng!R3%%M=IU=wYXE3t7{ZM6)I!LjEIsf0;b z7}VD_{ih%1=3;}nO)!c2@8`k zI#V?{G)#%X+Nzyp$qkr9Uk;8e)B+@~M#YHe28JQlSP9l0#-Z-<6gC|!N#h3U0WyZL z6x!B(?(4mvNP(mA0iy zS=RCFT83sFgNcRnFkzvFUNKq5w(gv>*^(gttB4(t7V+-p8jIGIj(Xt^A=8=iy?POQ zYulL)Du-VFMXkSt)iBl#kHwvA#t1ZOU=CQgV*i8>BbEQ$-4a0a#@Qm#P)<+N+ zH7tP5qBSz5Jf_&B{X$Gl0wW#62&^fdciDW=;1F<>Ckmn(LE<$JLWbMv-?AK#_Od&? zMO803&ts<(QEk%iL9l$5$Quzfw!TBgHI57;5)I&}5)|JVa3DQ;mp(_h$Xsg>X7C!H zZ8dv)oalwzxG+28WGh#jG?fs)X5cU^m(%nbn;WGBQV&2qK~?VgGH?f0(Bfr zn8RrL2;O~q>WuM?tuJhcSGIe+fcc6tui9PT8`;@fxo@jKv*M=B^wc&UXOaze3}yyX zs&6s;_B8B7EW1;$-)1*id!Fg_*^%d>9xu%Tg=~fvLb~#d=DnHf;ZVE>tjd5?h z$3@kkyj_$P)*dYyvTD-PSe(}lroZ#B_$g-M5HO;5o%rSp0+A>i({s}Ia(B7?U7;iQ zKMFydtPviAYo?3QI6GX0sM42np#G%R9&GO0A-emZQv2Fz9POBN2Xca#$)iy7q&!Uy z1_Ch~bGeNE{defeBF@T2LGYH}Irw@ZyJ{-Y5-oTu86WrCcI(~k=3-UfHKKETZGu(v z%7e>1%$O4DI0l`yFvZcBXxpnvb*^INgY{8zmwQ^MeIUD+f+gv2D~vJpCZAHcn_)hf zKG|NIC=9r23Umj2zM&HKu*SnYFg;cusX&vTHF_9GAmc}!dwj&mY?X2?Z8`h&4)-QW zlT?up_wB>kcKZgWb}9Q)1hMUKr_k^!Ekz7v+ z<=hAM=l7Wt6_cdC&iixfJbQ8$r3MR;)fvWTpS6!K98)!OSG~CvP!B;}!+pO;5GP)RQ~Y1nk!l zn!@-AfmONWT<{JBN~`-i}+#{EcB?kFE?3e2C4IokS!FZjVQ-*QXUS3J%# zRf#?GE+Y)3y-TjIeRasTS9>aShNO9kE5MCf2#@xG$3XFLbyvD-D^P;jW_m(UamkO~ zmtEi)a8RH&QW5qv8!VAQ6wiClR(Wx4B^;)v6d~+H3JA@iZ zXqNi=5~UE>cnq&b-Ft&AzFy0SA;BCQJMDS&+%(r?Uyey|8wkBcQde7Ji7@D5s$fVq zxp$l|k^Zggn5g<9-$zy6ZK=cHY+AFA=_CYh8up+}DF?aJQSA`+m{v^+X<@>aZ5j4Xpja-(CaGu^A#5~w$F6D8NC(%z4wjFoaOwt_lo;J00N^1sd z2I5F{n6c>9OgG$?POH`hRCT>5snfGgTwwB86<%oyGMyDy`ie3P9qY^uj|HlZ8(ZOdfy~RfOad#-Y#(aHJAH5>J8JX&jUsHR{G>^G7i$h? zhRv;LjU^7d@9)aU66Pan`53x8i(CH%2Dgs8FeUN+P4tY92SZ+0+r{S1mn29|(!PWk z$A4Ol?epE}s58kBz1vUA+4D2Z;@G!~5^a%Kw%i#k%5(-V*I|(SkE$XwiT2|&K~h^J z-Zsqq(*Nd_eq|V^Vvi^Y7o&?|Hu+YT2QeN@iOj7e39emk=lc4sNP$ZfXpzg#-M#^3 z^R^2^JQhns#~vAcbz+XS%V3ViDFGXmPQmG};=8)ZBoTdq0WKtx7vp?se3mLN;KKP2 z#x{xB&rKHRJ>Fx+wLsjZKDHm_@cGGJ!Ci1x*bmEKIj*!xx^ZlWR?O3EzyV}TT8~bU zMb@S%QQLus!EUG-WCDc|+?H|fITC4#vA)RxH^B(~ntCjSowYK-#Oc@tD7f6wiSxzL zV&BDGjsTU*;^AvJ7|7&qWTwjk_=2pZr!{^2z_%D#5=H`Jpvrfan_PQ>_C`BB+Gcz# zd{!SNu_{6hFts5BLu(U6yuhQ28xxw=K}y1hN6D?5FP~LS_BFnE>j4hE+yJM=+2q*( zZ6IKc;yzxQc_4JZTiO|{dyla&bGA%5T*fyVmqX%+XWd%y0|5aRZCjJE85^~ShtRhu zgnKJoN_-*@qdQXjF=8buDsd$$%J5KeYrZ~tl0qloavVW(qY^Swn%ujCYXRqs2_v~= zSk-4AhRAcn;5gU_xqFyRMvPRQ-qtsUSc@chhedp&9)~~Ub)nW^(CYCc^>^Fj9=JPE zn)5$@!gUId)|{kRQDLdO_G`Z5dYV~42Z3OnWc>TGL{xo}@0{c%*Yy~?0aMFIish=W zdD#0cpqyjVF4QVyBcxBk@pZn=OhjW-QEGEgILeqrj3cy3(Y4HZ9#Hq-d|FeRRr++ec>+ z26k43M`swzHs#Ob>za-|xlkbnM<1{YR3XE4*HiWSXvZb876=;&u!RI_Wz@MCoXVnn z_T)Obrpip)iyzSw&(Y=5s;z%NNw}vY zLiWlszJ(I~T1eh27_%6+uO0GS27-oi^Z+UNWp&_q$2e_tNV1?bRrOiHsP;o^?`YJw z!!ltv9-VVaiAm0l#Xqd(bRn8GT#3C>sch80(zgmy&fPM|;B0g6POQx*qIN&s5Q!~7 z2VUITi=*xD~@@TKX4f;b&PFX8m-zw<4 zHa8Y4R%DhEsOF1-RcLyXUGPQTt5qh%h2>nvAmp$@yO5A>O*q9{#usGyRQ4wT^5kih zOGDHDQg$}_72`?Q(^+@>)(Eb<>Sx87@e4?cKj2(AyLsvq5|F@FBdYeAA~L(NQ_W?4 z>l>W1QV8x_G`^;#=lK0I=AuJVmv|}%JYx)LAgZf|@*D1?PB%D$;mC@tPuB?3w_BgV zhOc4Fe<3bPP72w%>60ECCq7 zT$GjBnTe~lWJB6JZ{t6;=vq6f1y)0!3F%Ht3`eo;E{6C&+6$GKE~@<-!i&^2Sh$ze9KBi2DgQaK0VD1rpq3JlFOj=|?JG$eteh2%Yu=NH6NObeF{9m--6cR|k%cd~pzyR=92o&!o zU>m0@9hCl}&V3vJ5tvq+Y4%q%{s1?+rUt9?zpwW@?E1ge``_mL1=IV#^XyGr$boWB zRZUHexekZ?THOvfr)k0H76;DGpF+>LuW)b$&uN+OXr(8HCzvIa0Kz527_L?2F8@xHK?jJm1<=d zVlaN1WKhkr0b#W*;>61b#^u9MN^8AglB^2XRy6MikggX#wtx?T5XwQmc{%&36@xV;vh#0mjHDi{e-2Zn%`KpEofKa*#`2AI#-N6@ZY@g*DBrlcT4 z4#uHlL|P1X=w*Ox^@4zT+uJfrbxX??(>dB{md-ur>It3%sgvItXksv`?!)X>ch+-v zYM-5502{6KxhNP@cedB~AG+)^a&cDbsDD5VS=CxGLG@Beft8p+YlsPDVSg)$kef@c zaFB%_;50Vbc7O|%0~Qe(7rLpP9P z2|3(7ji|AlVLIN9rlB`ta<>5U8>}%gF^d|V_S5FvI>c!lk76=6Uch?4Mqg#L4(Qd9 zqj$hY?2#|S+>uPLiU{)}_1dda&|Jul9|4o_A=a^P8Qb1-}BV#^4*HB5Bb0u>b~%cvK87hub8cn#)r0ZBZFGJp1+~FHeeK4Aow|( zt;L=5DkBrHy&mP%fSszHWWa{%Sdv7ejSi#yS|VY_Dn-L~ni0)24807= zk*4d3>yAP4sLr+X3#K4LY^_!hMIb zFEJ#saS}&`{{6L0wSf#UAEc}MkT<*s&tw4}UVG+c*5AOhZI`!E!4$AY^K%>YB!)q$ zDdh=S#-`}OrIk8{Gq0?V=~m^$*9tdwF|Rr&uV-IKm*yH~H{9;BRLaOq*-e$6QAX=A zPP@sczqRpSQVf7h+85EBwm5@T9 z*vqUf>4#$P?bFXmh>Z%xr99{fBviB)`w}oJwChcLLTgeU0aU&2#Z!a1S!GX8DDB=t z^MjLrPy02Y|Jj|(eiG1R9z z5L49N$3rZ)3*hH*i`hb{Fmt4;8_Kn523%v)GK%r>&9yd)ZsL)qTI{?n4cYr@3@g&Z zi#EfBCmDE&FxU1L_xD;);%BdQ2TSPh(|Qmw<9H*pBHebEc9c3x%aHXcOOHr7vZ3-Y z+Kj+VUa!Z;?XHbBv;u`9P!+d#;$dXKg?juv%mE`9V}vLTIh(5J^=y$Mctp~ceD~X2 zwl-i|V?FXj>V}u7b;jTUyG?Tz?``u<$KKzuExv;~!FeaSzrfbjX!;XoS zRya7Dd^0uFPN^i09Q5f{Jxe@WmJ%yhlJXJfSW3A*H&(3es=*b38CelpRJmnOOVN?T zs`5P&w~St{uRzKAZKCm3?&WZs<1ct7&-8+Q`Ka0_idSBmv$svvIR-q7pk*$3?>Ip< zR*WJzMhs^bf1G`>1`Yeo-go3U1hX+NfPcZ!w=ugT**L%hK*2CT_<<#k9UG-3I)?MF zeD>kxix7snycMBk>Mc}=y~r;ZHd(bkaAzUs?TM$jSHgme(`cAU87htxBr~f45Uw4<_d9@*8^gd34vvNL zB@`uzcF{aO!YnF#cr_a4L0dpTuB;@k*B(w)I&y;ajLqe)ZQ~eM&iZqmn|wITDb4|` z{ESPnYj3!wptq3>y|N^uI@>3!Y`26E?0WPJ&N;Q(KA1S|8ddNS?I`J}QufA2=T`gd zg67MZeFkQt>Kue-U9pQehfGV+sqAD<@-KNHZj&yxt@nzl_ZfIzmfy$``P#l$+kPvz zwjg>S-z$Xvwx$z$0&4@i(3kXMym#(usD^xsdqy3WK0IsRGZ5%?Lxtdrl2MdT+5NQg z)XeM+6{VB7Ck#7#Y+JhAG6s`s%{$jZ?`Jud(B|Ax5B;?Dq_c-fO+CDa5SCIycO?e; zuH-vin~FuzzVjg^vLC;*n(&mN?n5XI2Llx-5dTGtgi@y za%w72C5lT@qFkLg5_I>)MTfCakvVa$eR|Erx(&6rC3=S2YWv%ZIMqtf&xZKMXIX_8 zMOcw(YJXuYF_vZSTn|Z&pCdiTmky0U!L|fj8=2WkD)-~J?}}=Z2B*f&B?)`8HYnL> zHSu=Z`riaFVuzK)x~WS1D5>HXq%38+AUV?SDH@}T1995@R(rXN*W5KrEKKqla=lDbkMvw zN>_JYXZUtz%7+l_P-#uody;74s6ruE!IakxBK?}PUM8aRjJa7w%{p(@kxNAXl3lQ) ziGXd5Gax~(Dxv5zI2QeSbL;B2w#QHhOo5-8ZAkt79>azW22JesjtHkQw8Lzgg?wk5 z!yrj`?DXH-0zF4TiF4C3<O4ykuu@g{ZNsm0~&t^~Zq^ls85E z1Q_$+mVN9mD!ZAjnjP()9$}69rGMS23L5+Uvo+~Vs!P=t6>mMu?_`xy_l24#2zwvV zQeYHW{Ks`JPSKz_~;>os2J7^r7D;lHeN5hm^#OCKy*ZBq}=0 zqw6?9bPeh0H z3WZSRgk^$7Q3IoJA)m3&xaZNfo_y^5oL%zew;8SjR@%-H#}78TLOt>~|K*LzPT_E|wyPH_)3w&tGtMj4?olZ-K0RskZ7tOZ3Hx^kR`JhS~!ZA)UIkfc7!fkd^ zzh5qG114CW`O^CQm1_A+FK?M?(XsQGC)m%)-IDic@iOBSd{LCoNQD`WALErYfwW4? z73^U2ZJ|p@fET|C0j;8k$P^KCh`3?DibhiM3Hs^el|X-V(z0`nU)rmC8)I_=zVsDI zW#g2oMYK66G~y}P1?5>0dO$(jmSf&cfGjiv$MB;-n74t>gbpxdl{(lKu_R zi?oB-6(l3fmBeWjPK^1k(KBmJr&x>VtA)dxQ%BqpBvMJI$MI`QYzGTp=)66&obZoR=V>0zU z4+)^8MYTH_-@fl@zr#&oto?=HOBi&vbfwQqJsG4MYd&IL9AR$g?#(95eyIfA>&aTa zUS#yBQH_wmf=-yZag?o!90w*UxF+!#J6{OlY@eOck@Isprd4bjLSOC- zYT8Q{h8pEs6w!x7rI;nZs}2r%G?&ep9w4pRyO@Y65IkXQ-n6*1NKVWkA-X1M`_Vmn zR<~JvJFi-WTTy1LiRzqKjO1iUhU6WGeW`!00uD6RxH!A_DJ)2?C9HyuQ?JIwZkycR zCr{5wTWDbcBj6=sUcZWc!pdSpnKF8{Y(X^yGokviZK8Nate0j;ss3RSnz^jN67A2< zn0AbJM7e6D!`a2P-XBful9ss7n?4xJT4ok&muV*Zv~wM-_Y#D-=DD;8+T`1hm)1Hd zT)GyfMDG-n!Jxoh-c;5{rxyQ(Ft{gElW0&zgt)w4MOa$YlO`gWW{9rZNPBSyCzo7B z=ykE@jCojAd|7Z5&`$(ule1ju2Oj0ctttr}U&!@noAH@#z*It;jP3!T|!g;@Ki^*$p%GAfpw&jy8Nu2k26QDG7&~q2`#nYs8@| z`&L1I-Oo#w9w(OeOq{KGn|>8V!^x)Twz5WiaYo+j4itul>M0kIS8e{;dDu^rLPA|k zW#ru&yG-zGycHxT+a5ug`e&&JLd)LJU2S63SWVj?9#tRHnR%#L<8^Peq4rbm?u@dC zpuj8H_ho&i8fZ9VVxsDrpDqxQXi9Po0%)`JwEIE(Y}V+bS__jnhk2GGWFl*xf9srT-G%U)9HRKsn3y0i)F}F_eo#P zo~%kCocz;*SZdjEQ|sZ!n(Luu?ERa(8b+Q3(vPO*Ui+}7tWG=e(BUOe1hM)t-nlVm zs!rH9%M^LCK%G#W`^IIM@mu9XdOE-O`m-~i@&gOJEQ**$lRfThpEe|=GP+84<5g}< zP)j03T$U_1pD{H1RhU4G#PHZaROI;Zv}UzL)7vp?I__j^{|L;(W}4c`FdB4V@L4t# z5EJvS0`n-MqGHh{h-0-yJx^nr2csF*T*Xv2W27FuUhAaiVHnjPc=4_Fg}}m_n4ab& zhHq!MZwrM)C2-yeQ?tteq7*l`+a{eIylKo!nY(mLDJwZ~7S68UR&$F5HCdFYUuGug zW$aq0sl=|Eq8Zw%7SKoyaNb^lqfr$34=FefF@l&?_4{@ZXcACuCBnP=Ztq;6zvUy) zFR48awF}YlTUl{5$#j?evuO3}SZQtY1;ISreI-q=1+XZu%c%t~0Jh<*f0vi>qQijy z|7-8cznVJ2D2W8|SrlcJU`0d;L8#Ioilhch0H11mxLF$5lqMZnO+G_uT`hIx7%sX@5d^2y(efQq^zCGv2 z3>Idk%6&_p^<1jKVK`P@-{lgbOHy=nM8vt-az^9Ex};Z^i?p$-2qL;EA?PHA<|DOK zv9z}V*3X6W!)v+a9Tn;A`RFL4sb%gM6Q721^!84oszj{JF{&a7obqjcO_c;BH)tvKLLm?byZB^S zYKRJtyNK1KL~yHKnXKV#y3llGmbJBPQ8;0sDG^KVt` z!V6nn1_6aK%#0m)T|;l$Ph$o24geb@Cvvhz5%Iew?AgH!DdR(`#g{go$U%k$tWk#a z&SxG92 z=x_q(Tx(D%Ywzl~Nzm1B;KDvq=u_NZd&;T6O0KMG?tF!fnhbxhCM9O2@)DupYd;d} zmOQ7Qu1`hoGY^+}RL*9iwF%}I{Tdag@lvW1m{ew3CXsr{NmsR77BMGOb4ql$zF)yR zU9`Vo*ddD4JBQg`6BJ1fdJkMz{hl6pobW9*rA7HE&Pj<;@RIKDC3FWWfs!xl)wHpf=hQ6T?=y zgFPsVF-MT&)a23V;$M*t zusul`etrhGuA|&!AJPZPIhmb1kXy6ADp1+RditEwFS2VOd-yruK9u}3(x<7rW5}V| z8$pCkiWiGqq^4f&Q4-q~Og5uv@iCWtmzaaGyNWW^M=<{ReIiNK%@$ne@ZF(;7_GZ~ zI_Csivv9#?`qrak$S#qf2CA^|R@%p$L3cJF(#MOg&qgKS650T>&G+4-FHfea+CUbm zOc#OWv5sTKV*-yc0wH-sykkotj#6^i;>0sF(>>Ilh{9ZKq-#+igkUa4)0tU`dwZfC z7O)qL1|4|3DuHS&R(BhZIoy93dSJrO(_6N6u1)CinR%NU<_fxjyE~kIBxp?jCWuh7 zEra}*MU-u0+8HJakv>CYZxZ>|8l6@v<~P3M*ysJ3gX=#hd7@K#YL)ZjKO8^R+4ZUZ zQtx$odis_mFHgGRyk&IAa{VZ>{Q$f^-5vxamTs$k6}n+;gr6F8i^T!hCkqnSej3H! z8VRu=h!1ZbyzuYC4!UPVAia+C{2n~DIusJHi{ykD1_c2RB1vK z6hws3K_CJTothzd9O(2L~1A^#mnRbHTWH0$lf)6?$6KzeXxPxy7eA(f2+Tb(l_mg$G4+@+u^DQr9 zjkKEZjpV8Bc0c%%^{Ntn^fhL}mvnK^iGa(Pg%K4uM#$LqQIt*aLOt~(9Rz*bL&pTJ zZ2x1|+<2uMU&3FUx{W0zF>It@=yXT2^1vb!4&4tQ+ZZJ=$6PFP z)XivlsRkcve|EeH7P>x(M^VWrY*E$dY=6umAQdBiQ?+U#0EAZ4+_0ii-?}h zO0-!*#aqm;rxVhgFezK*@XhZnTWXYo;Vjp8_c$90ueOp`P>6*w1voXJVVR!_-y%@A zJTq(@v7gJGut{=mBMvdDQ)~h%gI=EgQZ}y#DGOs;MO2vX@GJKh8?A<+Ul0K+i0O44 zGGJw8g;if7r9txW-x0=w_bB7v=Ag-fWR3VG{!_|f1I?4t~ zVdRCurB~N)D2#aBp(^GubQZ(vnA@JLd^(9SQ{hM?Q+9RMa)w!_)d!Pm!9Ud^$TO-aG^w`fiy!&SuNE?>e(mjT#w|at z@Y&hf4i-*i$dazzSMRh%;rE*NLN3wiG-??UP?*OFA%x=&&DDr49AdR@ci)+)y_?@- z5X8E!Mrp1nfoU8^u8iG4x_=EeU<{5wfL=S7L6TfuZ=AO9ZYttbjF7KSknfLCS-QvG zc={$9v7U(dj$w^a^coMd6$pA-xJZ_;ES3zBISMb@&@*P=BIc;CV|B>qkHQ;{dFR^r z&h@vWZI+x4gvzWay1BY;!h;IQIcj%-nm0M0FEb>63L1$)Y&xKMC8RbluUOS1mNvL3 zhdH)Tua`TNx6~q1rD3&eq<#-${hKhxYf+N3xO@S(f#;zKwT4KEkpo+{R_b3DmswF+ zHq-Te`g6hbiwis06nK~OZ!eY1Wi|J>gW}} zacWO8AAB6jIkb81z)KzJdOse_(c^NWdNI zCmCU_-MGy!4`ntTxSIXOK0Fp?vC~RBLpl;J{wSAy_R^A^SNt-6WCl1V@P3PMZ`tVA;toj6|=udv3yACMvtLQru+aKL^8A1MrurDsxVJp$!&C zDn#zchIz8n<;JsQoU#sdy^|Z2WtAp$y|?M(AP?hiiTTCXUY8_R(CaVIM+$TOF7aYn zc4OEv5*Bt2PoM5N+`sgOY%{4zD7wo0AmLlE+t=KvC-T)pVfnVRHU5>(_NBMe{d01~ z$dW)~Qj~*;&Vm|TwOl-Ywx;y4x9`x0d!Wg)1)+|oF_h1k&?!O>=Ggkn-TOq>Fcm>7 zv&%NhuWic=(*k(>j8pqaIRugQAs2G!N?mq~3WeCSwVbOSqrO#*mbw0}X(R8ztgbil z+{7i~*6fQ>Q&a(_xFH`sqc#)B``xJ4V$^5+)UG5;kY}&Szp!hmLEmEr?T2S4F z$)nbDraP-4;ILIBX%7;{9m+OQ&$VBDWB#Pz8@U69aGmHu`Za&x8x-A-J(1`v`Ch7d z+G;&A{)Sav;=VBADf6)gIE#c=)Ls`&mm@Q{0|noj#l>Hh>XkQG9$6jbfmP#Df>y&SJ z%IGDuAh04wWPdSiZtJ@swM*Snd-qX|BW4nXT>CTwnB;HyySQWsXdUFa^BBUm~fCz{L$t6q5ZWo^U@ba4~+JZ4@Htpu2lFh zN3_t<7MOo_usWREc~D10!QW1VSKi1j;Oq$~;@IO+#{CvVW=o#->eV4P3jBbQcXsas z7$J|;KW9akGuV7oDrD*#>1fvIhUSC%fHFY~m#_N;;rnpqT=fKn@Fza zHWLg3U;*^z3YGoghzHx`IXjtJzK zfw-nN{?tC)9hce^g7g+W?Z$AZgFQ29ibdx2xL{7#9TP-+qIIdI1Efd#ymwULbMQJX zfKh|8=wpL;{Y6|DT-;0ayQagZ#y4jz(MyN5Fg>~9;Us;MuB=IB*Zv6m1-71L*(aG; zC6~!)NOyX`Kmq%$$?700b0d?{i9MMY;YTC6jh-ySlTPkdTDRUIBs9#VQDiij>l{&Z zzm@D}9a-y^6|}KXRVS<+y~cUVi|hQUJ)zy1x?BEhESKvJb7fW>@3C7<8d!Y8z`oY< zRB4aR>ip-g3a&xdy_Y<#^SFcMcBVSoHf^S;Q`a$SX8AG5P_j!#=ZUKyxu^#jZ!ZQN zh9Y9~kzX%))=wftllJWuRdHj;+aNA?FWA%vtw;HJr$lR6JwYB(G}PIb>W9?48y-5n z!fioR=JZb%!HtJMe(QMb0yA1+qH@K?ZigNz0$cKAb2H!9nT#cb;?M}VXmX}8K`=D2 za^rlx8y?feEdFFOrB9##bFPr>?6I5l9I@)OUCG!nw2~R`Tqav}P8+u)>3n{aKKXd- zzQcDPzjTC6pS^eb)RImXsqAS`sN7DWBmO(gPJPk)sK_jN=yD-5uTIo-xY1L|s9y03 zol?xx&A`ZUz66&)&ypfqKhGSk3^vuiloe2wM^tPwzH*vL(YhFB*E(Rv-gxhP*%M@4 zje3hcop=q4!o{ox+aL2e3Lj16^?cpMJ|<>4PFCvAI(Amr0EDtCgnQIZ7c=pq-sJ*0 zC=bER$FJ;9RPAZD#xd*RrS(?L+vJo^1THyJfn;@;p6nrCq`7lka<7T3opN9Ye?-x@ z9Yms2x5L&PdaIyo-B*?;V>}&`Iccc!JzS8n+o|*0C`alR$b;IENYQY`hc@NCfniS? zjc?e6OB!e+RabgVw^WpZs6>Ld4e512R$t7f2}J|LyC!m&ySh?J26m1}{&QP6*&GAk`LV*@#EO`n3Sc%0L}R zHwPES&}h3npI{Q+k74JY#kRZbf_OH5rQVVq5L6+$L+H-!j!(}|!ZubHuqQDpJzgju zK{)X-ucCJ*u<`1Gf&!m?qUXK7Hb?n5b-cVGW|%^3BdSQ5dL^B>`hXo^hE%`9(4iE> zR-l6ayp@9AY_Arbxcld_tHmHG#V<}Yc>sS>Y>Be*07Ha+2D#5=>J|m&?p}mug&=Eo z`q(=4n)Cx&MN7 zKohHiELj+>$fRK|$shL0eRxVtDH3a=%g4AAa^5XbVOAyy+#is83oF*_1&3P7Usau-;${jK|W}mT>2j+`#3p%`t)m>KX!Q6h-50 zsYAz)Vf>orc~^)0T@Bkd*Ow{5)0KjO-#F2QPk^?Em0jfRe-=V0CT{Rlih9p|r&fQQ_T)fN5ySc=X;EUF?om1-y{u4QnXDViC zYU(pu7B68*hJ3$$;6$HC6?LV<>ipM-<250A=xO^jTr&IxTwWDG}un2|c}>z^3s&VP@`I=Jj~3=fszKe*i=Mc+K6)!6LwJyKfwjX_cqA?=s_9J>@CNZ9cbqsaWP`#{Y1j<}Lr*u!p z5_a!Cv;z`iEH zB(Ywgvkx!@B0uJ=tlrQsHRjbD`P@Jmy<6!$UXWN2h41X@!Lt{z)!`lbYutlpu|w@G zENyW=WFHQ3`OD4ZO0-we(B_2rH3R2<;|}X=;c{8Ui*)C-uO0a?{oPP)J=3ixJ4*eu z*C{H@hauK^G-gyEsY@-ksUI4%)den1<8vYF9NArLq#qsrOir$ahcVfnggzCJqihk- zPc0Zm78m#hvn6}0ws?xGh?=EjqDgv|duD`84Ss4vaC0%Ku9nO3$?2Ry3S2C7W|d!U zG9c81LgQ$18nZM+m&{#@oY+2ctqf+v}M3jA)+0-%dqCKsl1%E0Q0?wZOL<+ zXvXt~WxuZL;a9!UY_PH5p>F8>nQX1jsYIxI<8^~G41%ue?|SM8?ozXcS9iS>Y-cnP z3c@GzN3?{~+aIQhGl5OK^{4_=Pu`LaNZ%@avGvv?pr@n{Uyha>Ft$@tl3Z8e=3oI# zg3&8q4PA>GI-PwPI4RX}95kad*VNKcjl;bJUg*bY*CL)ii&*n*5QJ@R#2Ko6uOfkb z0JEI2yrn|yJQKkZdWkrqFc#8d`>D6gp@l8rYm~zN3;EA7aWqZ<24Csh;?tbCou3{j zec{=$x5zsmz)!RYwiQS&B!4nEx2^chM~<_6cOR+l+I0}Ns+lE$ntRm2EL@9N`qml| z_lIc2Np*?vM~6;kPmFpx*QB804q4MVV{84k9(6M-1Ngf&r|2^!E9r*^;LwjyPqJw$ zYW59egFW7w?#l3(?afnDk>jQ7U%aPJ=QLPi7a@Uit9mM}lC(#owV?h| zH=RzJPF;@9%*536t7l>o16L+PtVd))o7kM@ zVI5?aY0iZRQUdT=ldmCShcba{)bOpYcG}E6IfL+ik8{qn z(`b5@ZaVS2UZ&2a$u<}!MU}ECSWhTGHOy+?XiOu#pMqR^XZtUCt_YtF`m{kn6NX;7 z&+TO68+0a4(-IQkmk*0vJ1ot}%YQolrFI4u20W`OK}Cc4A^hwvCbR}Efe#7$p5Ps>I?9FPnWoz@fDc5A?L7~lQn*=Y*? z%f{{Z|7CvL+9^f6V7dJGFM)JWPXuh2SnNl%=y5#}%bZaj+(9{>~7ix7} z0d9T49X3?yhTAWFd3ww;aoFf!ca|h^w6-L#SU0=ebk5`;Fz)38s;q5=klFn5{xiRp zejw&{6Mz=xOebrZW+sy`h9>@3epm$dML((GWV!{JZPpI<8aFxRE{ zPMBbG9wP6y+@m-4p*LE(5yZN1Tfd){KL{qKEXRd-EX~;?s}BC!!F&1{qCEGz7>z{~ zlj16XJ5<-qXt8wNA-;ZUp`ly4;A>0F#<1=Tr%)8zjO)q_^z`ZG>-T@F(`9CXB!}Z;74k< za*wZni!N>4?!p;gSllKf!vJfE8#g@F|j^^m`s0I1dsGtZ)JhIeKKO>g? zertuOSI)iX%#U8L(E6ppo#g9d4cM5yF1)H3hyq_<_li`>A z|J?+_tbSQFUFk0w{T`Lp$b}cnH*4UIz+XgUy!O4(MdY;64Jwv4$!{8$QW9PUvYEyR zxF1=yQF=TPzIz|I_pc!NS6Gwx7_mBar%cb%ZaWjanCM6S)*9FDvpKDFDd;6zgy6|* z=bP%sI=xkGBO5N!O=}WX@O6Y*K#XD#{C_XtT~^8W9}%UYSfXf7MeRw0UNAt_ahr-^ zHX+~7orGrO{FbDtcLb>B^Iv~MOdub_LDEM}-q z@y(#b0dKV8RQ-C3Jck8ln2}`xt-Z3^c90R#c1?G=iyMm{M$Z0`*=p2X>Yz>aJU#aTrzHeoBa6AUdL?+^GM)`HZ3W!F6nHUrt{M%lSI=)>rkdrbvF)^%Xp}&KT;( zpP&qzwI#~rh(B#`E>z8E>pPDe0e(>SNSnp7kph>Wcbx^~5vwJD4;Cw%6Anb?Ma_l)?GDKYSUg zv`4~Mp9hcM+O_#oC_*R-atU~LY!{Qp{_W_dM!BILyn5Y7p%1Vc=5ts6=-7ePyFOTw zR)PZVIU{r|OY0VRA@uDQx5;*t$=&^=?u|$F#7^~HI(A~6_+m9U*-JnOdQMx#|I^^~ zAC@`U+Fa1Eud?$X9g{|1nf$ZkEJPJi8Wz-B-(1E};#r3(T)s*K-XKir*)G&qg3ys` z-M{nXwOc7Iju8oZ7RQwsi0p{9GgV#_ng}|RK3ZUxSqGjo`mXj>_J0m4S^MCY^eH6( z+V2K8WN-Kd?t!ffsXobgBYWiy6!7KUZuC6x_FfsR0?T>4*p$%kp@vV~ z25W(q$s1#sn3ts2CXDn(=eGfI_k$ThiIJ|GmYzG48ZzEyk^}7L&qd zu%qY@%BtXM@_)XIOV$HT@fVct2C1m21$5NuIo`5_IfkX1G-s=-jWIy`=aF35=sCjj zueu*Qvy!})H5{<^^b+~~<7KU|=FOl2cJ0a*Om#W#C1RxKBsFBzEt6$O>a)U5lh!hE z74fr~I7s&dw2ki7Vn4l5K(*582&)D~Emn_f3TuF{bIgkOlViP#XJUbJV86OQ>8+{9 zho=TxTLb&&SAFhecZ^Nes#SKtD=BB~e8nj|t@L!_+nV~oIJPtVix=0ksW0LjFuy)? z50L(;JsP?BHOk}rm-of5UiE{5S4k@!aA{{kPb?D<)Qv_yA%lj|awo%9#hG9AUv zM5mnknoaSqn%i8nR-d`JFRdtcxjWdFARP=48cs@oKatqyv>y}>F#pt^wBtWFYsQEasL#HpsG-E( zIpN?mvh33!Kr!y@I=q;3!R_YQ`eK}lwoxfP9n2%t=6>|0+SQx44 zsV8>pZ(WaTuMd)dcKqdloVuE$c;TJ9hp#5HT06N~eCV1yb{n|j>S%st@=47B0N%>w z)d4%ECMh!GCjciJBmA9`S1vjsEDq{L9#XyF1n&=?k?bVzi4!xFew|XxM;#3&tfL(6 z@q|SSsLo=#t6lq!Rs|4j0!Y|^IbJa84HW$7_~V}KHvEy z+199o#~bU{zC4VgkKHK)vh9hgh4eXpm#{O5H9FmWL%Y}oF5kR-y!O?zV)pElDs3O* zB`9{81skAfoIYIkFUXI zH7&CTDqGG98was6W*ki4nR@JXmYo!A{(O^DIzo>5EJWYA_lH!YG+RpSnwZl>kMM_8 zEU+CoXRgzo^3tuiCi~d!ed5qetzB!2%M0Wv<0}uW(g0wAwCHr|2A`l508dI)w7;je z%NYO!e7vR2_qYOCzHF__pzt2iB?LK31Jwt*RIat1T}&~a>!H&bp0Dx2)dG|_or^>I{YS##BxG*aL z6sO`@i~*>GLa~#MnPSEU%@yGog&4)6pa_`rjG{(5-BU0Q60uc-T-zLUh^Yx&o~i+4 z{Td|*>NNQ|UUs_k1&<&uZGhD?&heCX`M>_le{{ysXSrAo&>+ibAdVm5n;5;n$M+er zYwUm$b74LX$}0s~B`O#M2ui~nrAFw5B>B5UW?Ed#a@_`saml-M^2y@I zvNWPL#ic}DNQrl=2U&NfiU3CsY!&l|frmw>ZcJy$a6VZ@qs*~&FA1Q56GIHCUw+;Z zHUB9^wXUlstifF=VEos**nDVxZH?pCA_icg8>l&rgU9?eR#hEVURv zE zK-A;n*X2QbxBV5crE_W8ks~uN84lE%NE*2pa#x#=&DAx+8z!q|;MkQsKaY)uIFI$a z8O1HttR6ibN>v_n18s%4$dAeeVjvIV`+TE|fg|>6Kl4aFh(Z1vY)EgKyY-A&U$F@I zwswg0Wh8lPl@~oW$HuR^aQFOrP+;k=XMra@`oa2E&Rl}_Ky`cF?8q1MNEXtOHStB2 z{*qz+DmUuhd!h|1xJHM<|9&R1{8e3jvF<3D3o1Tqut@>?(9qj%*GnabDC=qWJXNJTaq*0 z`1;*6xIHC)jJB1A7Kvi$#kgcD?khYBKfnhP*9hUpXAEWnKV-ov2hFHxD1C!Dg|o>r zS6u&m0&!49`_^H%LhhSo6~p>*$R1&3KE{3(3q$+;(~4!nWa$z>>aDS)(+6HDdJ~t$ znewf;*zpLL%OM=yQDk4-Gsd9k`Fm>gy=VktpvK2Z0Z#Ts7#x!hdmvfZBMyF~GCd zgW81JH#o6NTW!zGA1G^i?{7NlHFd?s9iZyfWxE>*I;QN4-Z)r{UR1pgBE^U3+`2bh zdu26GfT~HO-D0g!zVxHoD{pV-vz&dQ;JGTS+;6@B>O~9amMC5Y@^FDg(b6)~)eVD& zM9bQKn^_kQ%5te1nC&Z|Rl*BA4m@KU8&G@%LLqLb%98*b%2R!=pJghmYHWr!dlh`c zAHlm0cHuuJ^iUuy|2cgptHQ`Q`y2{|3XrKMJ_%lYyNhy<2KHct(RyCSR1a(|w^n$P zJ!l9ri%+1LZNJk8Q`(}y=cS8q+GlQp=A0JfO3z4RHun49644GkNO#*xV)0pgzz=1( z1NH8(4f!5HgGJ2CL0sN=!0`%t%kI(<)<_cj^Ap`iF*inm@}-Vh-R;cd@>Ae6_QCe7 z7$V4~T}@vLZZ*Wby|b&1hT8>aCZn<66OCk@ zMH)qe-kg*v2$E$g`E6;!u247AJ<*+np~?ad5V}3)LbY^a<@%Xbu1zNY)N-CMS?XjB zF2yHCjhs7NVt3{+3YwU^#z)4ZhSWc4*3Mge&G3i-mDr*xR?t!bIa8w_PAIM?h*_c*NPEX zV2^Y%W4h?@n+{J4Yt#x&gG7oKPgmCdn`X)oE!8~t zaDNRztMVf(j(2_!YCD7$$UO4bpB3cg-2jD&C1DL_)kkYWbHH7G`sMIBMW7?o)3vs> z9J3&C!B)8RY^tP6pk8+qcJ|;)0H@D!FIMq)3GWT_UE2twW7tHy3@v1N$%1^y|JGrj z--i7exBgQF_lMC^(oj;}SPfu`Z?wyNyZifu8B+mQvf%^G%o36|dMe#4Nq~A@!`jZ1 zH7!6;`P-Pkrq9#&Fm(dXnR4}5%FQpk)j7#Pgi|I5Kk)swl_73EVZJFs{!!aO;t2M;t%|NJH_dkK1lpF0!LUF^KZKbkVmf2|9{K>q+D`$gPq4sVUPq`d%{2iJXitv zV@pd*T2nBs3zm*yXZ0KkJ<2MmHUb!&T)W*%jlbFEj#N=l8@t1M!tvg4xl;`2@5`kI zjlK>H{oEQSh6OE)Sip+I#gjm<@(Wr+hrtK-e{8w+xB_}TDtPL-)8+s`*8cTDE8e^c z9>glkBI`*qi9m35bECL_``sj&G}<$bg%M>a)rdv?T1niyz@w2>Rdu)$YFa@0EB%-k6#mrw#yBUk(RP zKi&A;+a4vbT;Cuu(k&BR9i=?WgS9Pu(>!7S6MgJR-BWHMnl?%$h7C6mGV7?%WneKk zcrUjDlmUpoy2&oN&>H&gC01?tsUc$G)fwC+MtQb>%!H3oTO8+M?^{2OT` zPk%3;FeG=YFY#}ed%V?;ywj5uY=*FWO{o|%M;AvdP zlJTxXRD{P@ImFl1D8Vlsef*wQR&anX3q{+k(C@+PXho&J_SBi8ilW*_40oa9lb+x3Wo8a!d7xquoote9G^ zT<&Sv)Hv(7B66*=H*G+)w%$R&x!QdDr3v|~p$~!dY3%#<;>wd|2h#(vcy!LL({7&pD{Hjb9e=e;e`$F3KKeW->s(bUtSm);Kk>ufxOs4-!W~>9=w2796RyJ z`Z>5sseyQ=Y5`BEE00`N7%|;`a!Tp@X99Lgka}m>AJ>QPeHFz@vJeEQte~c>+p`q7 z8XBE{=vvWvFeHD{>Z9Q-&a}7{R+5=ufz0uOa~;V(+6P`QydteV2GYo#=$N$!sIXFJ zCs_(?Ijxc{-c%T``^oh_nYCbZI%ccr8ch}SlQ+GihRL>;HE}Qcn-c6F;S!-K`iVZ?lrDRk@;0eV?pYk~6{C*YZnQ$1Y%c=I#$hg#6Pz z&~udiWnVO=!}dB2(lBX!_+cUd#fFyB@Q`yoopTSGYKv&pO|};bL`$oBPmQY~1hRYT zw&wlSyUM$~3u4)SC>;xNbK6yPDlx=%6q!|haS-&r&|fGsLd6B60&)Vbe{b_AZc!;G z_s0P|5{E& z|Dmu~W2CRBfLl_Rdc`3cBQd}J89p{rtUAAH82Wng;J?n(DAyNKA`YDmSpD!;i*9=4 z`%vROqf$+^AJUcVTz=RN(3_?oqmWjZ5%UkFqE|%^(ug24OK8al@Z7$;Y;JxWyT--= zI`OtucK`JH`)goF(`xBCv~Q(x{pEOmNj0|^%IwA$mq)ULqSs5%GzZ+=-`ijv0Ogw< z7W_HX;Hk^B-AS+l+fft+EL4Q1;7hk4v(rC1O}z$e5%s)kA=S#h(?(5CJR@n5;mTL9 z?H$}U3wiKJ0?k2u*hOy?@lqwQJBm-Sn+6B^`ub|_?-Q#%Vwzp;gX@q}`SJz0_~ZK9 zw&MeFncpXLYm0uy9e2V8zEwl1I!G*H+4#P{ByK_h_H`m|d07TCUI zDHyAuk~YLU@SLjwO=_h@X0RC-=Hg}p=sTBQp zQ5>EdKm~v_&4Vkf)^E<@AgAjC0zd^^=Zwwb4_GUJMOQR)3PI2nVaWU*=-Jufygb#u zj^_?;{1&$?oLpN0sQJ+whhF$ z$J!$x7sa!02rBy*z5s|0(E(0?P3~kDm{;ha9RsmVYXxtn^-JNOfW#iPMQRi^S$N=7%6hWPB-_pe)y(RSzJD%=L718B`? z@lOgb*L266=L6Kf6s)#lF|n-UVdhY&LnKIenGjj9H;oZ2ltb@8`|zx%=U~ZOk~usB z7jKzAmK92!30RJw4a~brwPGN4?vm@TO%7PD!>kX|gN1o?{K6UnOR*=3Gd=Y+%5u8k1^~gVQ4>K zj6vHZS0$|{7}RL${O0=Cu`)c-0>`d|DT6bDXq0}Ubd-EEPi;SX$PxuRnP?kY!z<_d z6m3-KkCn7-7^(Ce8-)Q@f6BIREr|36kRw)ujHwe;P$Xz3#iv-> zgf1U59y+G0Jzf=Ce>8MDpMA25Ri|z)Z=ot|H@|?BRWLCF3F)Ho&SzvfaKtEJrO$GM zo9u?Fp9%U8aEx#^K>?_Mx7mOwGfnceFz!>UB{tUGrOJ74j%jym+|L} zj1sG*TSk$vTt!#^09jw@`Um5eQ>sKj_h9a);=YS)BqwZA4AaM?O!IN?X%hoAuX8TW zf#Yv(h2Bn!R^n0cc*%R*K3wpDwBK2i)D{C!)}ggcjA3kD4`gGdcqY5Pbqozzk0B`B zl0Q`fp@Du;Y=+U7VwqMv8Ucl;SEL7m0~!>sijLN_c(ka{&Y_iVP*7g((A_tUI+2Vz z!|SoW)Fy+a9sP)WWm#x7K{(@JofZj$K+$`}N2uaE>vZ7N_*qg!C^aHf0hX6yJ593P z9vs-9cO>Xp{J-E@@dmUrkI>K>ttt=trKddGW_oh4w2D}Q8~+N@}R80M2pSTLOWA+#|&v zLj#GyfN#Zuc6lB=9XOTCv$PdoUq`WCm{cDBQHD~W9fY;KXV2dE)^)VjDJa8NVqe^<|HvFonZt0^0 z{7Sc$&D%7yK98j{xP2$TmUcVFpmP>gv{gX=io`LUQTfn*_Hy5$v-V zfXFey=dJb83UfXmfP2BxI;F~h_(x(2BaWHRI|-2mWXlwMrp}|U)0%9MIVm|^sw>}9 zg7G&1?`v{6GoJh?D0H^Qk91XsO5&PzYbg;0rb@u^o8!b#=Og!z*TKT)yc;Wb-I4t z_#hlp4Qz*6JM=#NapqzQvj%yDWxwPiuM6XzE;s5XPF?1DAvh;F*<_qIz~$a)dvk&@ zVCvH$TFVqTXhT}($im(AGM_)LE44nFIT$=0%Gh%zl5HL5oS4*zjR@UIe(n#j`j|zh zd1{~29;7hw1}OhG#E=93T3mKR9@S*t2Xa=V=jfy#(wLE1241G0c0?KPq`vWdOe!1Q z+p~O|o??ywJ;-F%kW|(*d189hD=q2n3cK?iF~*efUFwU%2Zm0~`c>XyPt)LqxsP*u zcN6kB<7njB;{#nA5;yOs!Jl~ZONmUhJIi#;Dqf5wotgvG9 z0L}(Ufj-is8obKxA?7{V2FrAshtFiNgL9|mpgNY#Y85mPskO7hu3sy7ZE?Z_lrUKJ z8?swm!?l*R&Zb=%slI_lvl3krlQm=H%Yra~R$4<`ZBLTh3Rb-F zb{=^*<; zEoE8Hvvy|@3vLX#k5m72-|UVHmrF|Jyj}9}EUG|JEGamBAX&*TAE{B$;-V1iAL#NK zobKKn;bCMn*61l#s$Zq`id@d-5Z9}p0;S(gX=KTHVZJ1*BA6|?q3@x6jIQep$zoo$ zLZ3kEk51F9?_-LYqD(7hfytjf%=aKPny1V3rtYfo+p}~cA*jh!b;|3^Z+}a6zfpCU z^L^3LokNSRHl4Jva>po1{)%AeTAI3^&OST26REo8={4%DU5_+))!pCpB*@s}#R#q$ z`2&5%+7o`rpxHdlweAxOqg@o{Q$vGua_3^Ya^s^fbO*Z$^CrXx8MqH}r-QRFb;ybd z%T$-KhI;ltYTZ>u^RmV+m15Ee=d`U|GS7{@Aitc~E=8UW+FRSewwyt~C_Y@Z zvN_@*t1R$ldyKx`g)r$AMW})gkiCbZ#Q(%4I6l_ue!P!#$EUKuXtKy n;V=+5(e!`ze@%GgLuEgC>P)_9g!vf={Lwvk;cT(ymD~RdDRolz diff --git a/loadtesting/2016-09-06/channels-throughput.PNG b/loadtesting/2016-09-06/channels-throughput.PNG index aedd24d51a9970026fbc1ad05f1dd60a7a8155c6..ec88cc2762f0f7dcb430490477fd417a86728193 100644 GIT binary patch literal 24731 zcmeFZXH=8h);5e-P!zC&bPyE~DJs1yA|hQ7q((LyY0`UWq7)G+3WBuIn?OP@p>06{ zL4i;brHb@KS|F4_l6OV7XQSu5-;Za!WD^WbHV`)##rH1KYYdGO6Xo2yz^X=ut~4)0j* z2j3rZxoPZ9L&Mlg{kNyxx!_M4ntNjE*RLA*SS*YlE~Xzh=+lpyK(FOG%dJM7e)b19!UArKuf9#o0e6Z0em0$=`$fsp7ENVy2a77`Wd!a zG`z&@5cu(FqXJ$b@cLI>m@*@HoqF=$m;WxoKT#0 zL)nZW>X3x@)9fG+A? zBul*mysnKj!A;I&ipahZ<(3|>p45y8*;dFR2)~R`oIIN`9FQj+;Eez2m^p=rq{$Et?_eZV*aP_~={} zWr|;Er7LF`D^pc$Vq~IN623Wk&e6=kR8rj}2&zRPjZ+qauozgeI;e8Z_(H@7a5xb{6K>-OOx`wz`3_TMOX64w+pF z+^E051TjYp{~16TJf6U-NwlCJS5@!AyjaRGK{T^9R*RWUgMIU+|4LLU3^UEx!juUHK8FZtFYFqLhjOsBoN)A zdY1ZfBZteZ)Z(_)*bzAgt|~MJZ6yYMo^q`;Gf7ys=4c!rCykCv)Rml9NDRR+rz6xE zs-Z&QXas#$V<(rAv-HJ}UZ0o1Rkb@KJaarf=Xx{mGbH5MW}h}Nt?qq=^SnMgf62pq zr!2eGL~&=iwe2BmdW)5{W3j}1S$0gOde_m#{4p(pTbuIfMy>BvH9dXG* zjWm=MHI+j=7ZBE(BepT0pH3WB9pAWmmr=_u*sSLcj+Cf+_W&t5qdhv%VzLXvM&Jy#yZA=9U1Q)|A{r8u@6KKu@28Q*esPPHF# z$h5|ZFtHWNVzG=98S)ADJkF)0z9w;2%f6T359Ndgm^8l*g?6qrm`Gud4J=efSNTu2 z$82oev1)W2mV|UgoZu(oT4bMK&OgEEt*(87GAbm(^g)h%GInD_5Amu^2N#e%jFVM> zoh=!@xDnZfBzrFmO}DC4&Oi~kKrAV~R1;(~j}$5A^_UW|*EkP|!i`ErCi&%u+t?z+ z4z$;?9|RLg{%nLI`9snb(qvDHR1XBbR*_EnfLVIapT3sZO4N7_DM&*?7DX@`p$;TA zS*@98w-1PFUiERFmnaf3VOnb3u!tihPD>gqJ+{FsoEhX&x|oPgX_Bk@7RfA(U-AsK zbu0)OzNxUpq~O)S&`Vk)mEf{sn7$vYxh`#p?L?RKK}a==g-@nwy_e(k&`gxu<_kkz zBQg55egr&*F0$80@WY&j6#1O!%7Lpf?2`K|e5X$Zu}4T9L~Vz1`4^&N3s}s9FZ2d@ z)R#V3X=nP1;~5cYV$5zS4fmnZdtAVGd2XfhN`A;RLrnTv`Ftmq^aD&>-^P3<8OBQ^ zEV3;e`Wz($ZNqNpCEls$X<{swMDxBqua#)-m9#w-r{hn<*bJTHUkuu=30j>{3qF6- zq{euWCDD_l_PE|czZT;0Sg@fcF0WUEEulVlabpdV3-T7W8Lvy~3pUH=JwwONL^W&LSBi_;^{vj4 zO_Y%S=h3b{TI%{f7eiS&iJI&IsI76*qBlv5@lY3+Id!QpF9_VUDUXmA+2oi5Maw2d zT1cI{i#f9z+1uDlU(@qza|kb{k)>QMZnqk|UVu%6Wi55(U|1pP6Ou>~yQhj4!YkIg zM~!%l#Fj7!NSyD4=R0ntChhVD^4u(+CNiD2F|6o1B1W4YN#AhXo*gEoo-llN@WxjJ zA6fQXm#1)mzZMaa-em*xZ408zd7(f7yT(B9InKo&m@YQIKA0eA#vS0#;|!2QuF2k` zlyZiaM7su5q~v`!S%oPq>usjza1376Ppy1CwkC)7Q2APH5$ceNb&Kr5nn*-z0UFC2 zBa%XEwJD=03zJ<_R&{32Cu9+_w{Q4$5O7Z(IoCQ@dG2siR=CN?(r6VX-yw&C191p0 zcLhXP=3L+eOJb#GidS=OLNUd~wB*V{L9s8d{LQKjFN50w<-O&D&Nz-iW$(ginZ`~aN4*HR)CsTc+U%oLv3)7z8>pnK5FtyV2 zCCNYLW>q_r=ipsG;Tm*%$e|NEvAhc(SR11TR>>ViAwk`JR3rtdCBBFZysA+piu8H> z3UpGZ4Ku<-9e3_a&#aFFyiiZTVYVOUxF%*k@5i5u;xCc;sPlBffZXk26HJ?y1vwp8&p9_D3G+}g&%e|FEskQBlC)q!yMB_n zjl0gjj&c}$uk69T|BJ4TIa+s*0^I4uwRqaHN3MOyk8ac@4La15DcBU<>Swyqf7ePO z+AC)eY2aL#P-qfhe<;0ub5>A9KG3A}7E)yX%8NBtZKV09bY-0L_WD9Z`qe|@$JjbE zH`2BD#Z7}sx3jJGRc<@f*SPs{c@tUMF*Ted(qg3=+Rm`_es0qx)Koa8r2zdH-fwfh zi;6XH0Wp&BzCx<6 zHeA)T|8O0WL2MaJESpiwpF75QEt|Dj>(w=@0$BFuLKB6wv@J?0eKyF3+PoZwVGbx3 z6WkOWxFz0kUdxg*gbU_EDybP8`t~6?>tVWw$I+5(mw2W_UF@J>RT1Yd!HU1-s7WoidTl%eJZtV+7o|K%{W5xnY#Ynb`x(Crj;#|Fc*Vo_G${K9G(o!i%KU?^OEgz z?~&wl#HJ(cM}x10cnxSmIT$iy?FohF{JAE<8D8ELW-wJxe_k9c{@~Af z!;gWl6Ho5KH^l@|o?wqja%8WT2hv#wkX(7?agr#DVV>gcxf^O#d^huNA!4#VD(y}~*>rzh!~iN*Vjo#Lji++Fg! zZh{8|#35Ue9KaT6d?-B|3d#~CurJKRpY>tGu?|ZU+b4u8_fI<=Wz5dUtzB_2RA)H! zq73dLDaet(-;G8)}a>p-to4=`aZ6^&8`r!&TU!958ap!MBD?Tr|?6-P*4S(;tcqB&ffNej;A z<4pkpH#*k7lZb??BAa1VZ;-@M&C+b{xJ3xTM9r6el+!!(v-6-yWEP z)0e-3od#du2^^#2_W$D4NH7cvXj}#Fq|31nPb&>wD_~a&^pE4hQyZW(Id3EbyX5AW z8|mfTG<0?k4NZph!KwY36M|Tj(|A*3J!oA@Q zD^D!TL$B%qmlvQ}tv$i7y~!y%s6s}maSw7L`)39x<;J(7{Q!TE^y>Q;Hua%BxOhg{ z*8t+0ojm@8N2*sMTH%G1;Mq? z&Cm9mV!xwz4~CN z@;w8WeC^6x<*r0g=Mk*IJ;dyklHIDwQ)MTns7B#|elB}^4TnK@O6Fvfn!MmMhd%ky zJT8d;N+@oyDABaR$8|c{Iiy=DV#5Q6*`zk}jRdqQ87X3ptfk}f`K!ut7;Wyq^3JL4 z8S5fQHXj%B_nI969ZHp5f17y#VUXHrMi~nzigH{q*|_7x28fsXFOLq7AOZ=ZWT5OEytAy^?N^P{Hai%zvlkO+KPs$#xbl%pY2iO!*t8;C-m&9W z)jjhid2ptZxmnV^Hzlt_byUgQX_6&WcB(Y&^Y=sB8l_rPwpzW0 zXyZVMc|Dq2{F<6s(iNNNabJAhENoQ{QhheIy**aQzsQ^1xG|=|p)!`KLKoD$IoU3H zqQjCtc!Z11&$J+4VPGHu4bP93Avbf8W~8Tx6itqBvjINR+Y>sQCur?PY9G~VpUgRN zAmSSFuxLZCk3k%ja#2*SIUB37cJl&MMB#p)o}sMw;KjPp@?Cb9=RWqeG!* z7=k&HsE5e4^v5B}gxyr(Q9DnKbB+f;;=F*r?`X&KL)06i`*CB;*a-2TG4tj}%=}L; zm2es3PQVU24OQBabClj7J#l8ufutSRrpHv27D|7^Iy z*L|98_Hng#Q}&6)5alMTcE+Gl(V#7jAjyxXgbX)NY=tayh-ebP+^k1IaWmfG-z~pUr=?&L7dygVL-5t=yg=YF`TnN97MR;cB8wfhU z;}&UI9$Gxn8ou36Ol19g!+vHxK`Vt*ulY4!^`13wD0r%!grMPKnnHE)#`e6r)C!5d zU27QQlW^1=H?XM|!$n}HQ&o}(6#o5ApAii1af#hiw%Uw(O1E5MT7v}CVI72oHCo(U znOr1ojC)gg<3^k-5)oD*zcm#HcO0$`G^usTlym)heVTc^*IljsH4Y)7mZ+Xd0o9?z z>;gZn%w^u#VHGRqzf*l1^upTud_TV{hmU-0WLp#jq^8BMk)mEY@+%=rya?uw;Yz#y z(_<1xR5vtC)BqQnr5ZWX@tiNf+1L2k_Ye#tg-6$?D^LpSeLJDvt*^XE6eQ!cnok9_ zl%SQllwRD5J=u|6c?FPODx(d)s~0f-e1YR)4d)6IO}k`aYwm3QFTy18FoEVUg zXP@{;P4=v~!b?*isy5nLVj}6>IM;RM?BOO=ope^5$u6L{lS{)~lY;;;A}Mn{t1Sfq zz=d0+a|ow~XKm|VI!1B1Z<%6Y9J9}|4!DJmcw@K)K9oiV1wb|a_%fKI3&Xg<@75@} zCS}Dr#YqjWZb^ARiewa@Lc40TIo&Rw8_}XRNWk9 zc$hewa+W?!MYMeFnvneT)nGn5U+{hAlo|yo;+iBrU3HAlZb?GR*ZJ)n307%_gy~wC z_lX*t*u3_BezXJZpF&*sfbrQ1o1PiXG->aXg0cCbQd++IYcB@NBWUs`xYgx6!qivs zY-etl(8+3=R5!f!OP|z-btOp3--?@I2_7?Idt`9Zu9^9iBZQu|PS_eg3y{+&2wQrL z23&s;SNfEWiL2O5-vS)5+d0axf!G`T`_~(CLM^m>qx;cexB4#Ibylz-4NC{&G0>u_ zm3%=2LsDg$hr~3e$lx%?(i_p%(#wuK%=?2!{!X*E?x%S1p>0WK*P@!?xol4T4ke`=UhB3c58M4ZD?P&gi%nk)pReO%U zFvwKhWKNE-DJ&|mBr3Gw8se<5jz{MzCd-6<&6mL#wP83^Zf60Ts2OVFk{!A;HeRQm z#*=)qJMy2)im118tc99|Smcxo+@8$1mvYj7m0YEA^3m5NDPf0W&@ZnSJd!ae|D3tj z&OXUM@n-PKu@$jt0?E+9>T2V(Z(-E~U#C}XAbo@Z;PI5XL$$F7t8iztcf7&Rt~2jR z)MMIk`@$QQPn2YE3P$nib9+m!5TwV&W^l0CGY{hP_MZjeWP6U&P8BE8Gjv{9-ycMC zto3I+k*tMHjnIaQg014P1G-htlVFbg@U}MzX9g<_9}2a!CD7(bT8N*_KG+p!?eAxy z^2MGS1;VB!q*LOjtof3c%yM}DMjnjSCre=JY6W`E*3TJ*?w+NO;#3n?*mm*gYiM|6 zoxp`}khCw~htK*V$3lIp5Go3JEUa3b56u{?f8Cp-+g@7kfwk6VTg=AcvB3!@jT=LE zJ2XntQmUHO^p?}Mt6~(19p>&ICCJVWsL!h5jGS12%)AX@OPW0Yx(8hy_DWP1>5r3V z>!0mF=|;~y=*VF(eed3(QvzYekHkheEcDEw2upPf-Wwh%@Xae!jBO;o5C0QE(%67h zpKmKM=#p)_Iar#L^^NH$H!^Gb;_cIk=;GNo)}plxLEG&SaWiQSS-}k#|Nba@y1#=6 zN7nuBq03qOS2C)wzJE|={{h1m>{3o1jeZ+mjzg8MpxTzDT(Sz2^ZNEGeXSWTN7-2& z1!ZbOi_^U|6atkvZ-fLlK zi-t641gR5k+RR$HMDTaOzzH$g%`3C|x<+%+N|2$;vp_rg9WHNZ2Ju`9QR5$-@epVT z#J}fv0#YFy;7`R7NpbN_3X6!@++L>vA^~TPft!ye2t(4{K~dSeIFsV+%;dY~wZerj*jz1CgIM+S!$g}t0PW{DNN?OzX@Q6O zwW|g<05NqD$W-gR8$gWq06>QDW+yk%0xx&hel8peV-dCZCMq;{pR+&hd|>^YRT!`M zP{isx7RZBd!5IAf7FFHbXj}?F{9hIb)6X5g17{D2sXb2$Lbmf_Vowpy2x$Uz)@D(p zW_;B!^KPrLNZr(Nr5zOv?k4}$H36Z?wkWv;F1OF1@-j_B6%`OLNSDCG!HcqIBFST3 z!;T+e2=wLIh~Hu%wTo~>#qi|R^WS@_R1Ly_^b!uyJhmiOn90jlo>evnlppvAt?O^l zZ`$m2KBM|3zDso5QbhLnt=aB0lJuI(acnCooBimc22SisR^Qv)!-VT>e_v`B0|2*Z9MVdW{K&luQ17T#^hQZnRk3MJ zH)sJ6?+X|9D&$4$!}Ujv^cQ42-FQYt7v3rkJzpbWARGMReJkzhLFBFTa*5PD{Jod? z7c_QI@MQjQ$*OHrh53R!?!hb2{Ck1ShX=qtHI+X?yCM6;>fFG(da#+AJ}M&o^?tlb zk4zBRKd8FfzS?ONtD~C}MXM#tVI}=85a5R&J^n#)Ev6}k%`cAD*N252P;&m5 zECDw{Slsb@pD1FEh1Y(im$Dxyc&pqLLh)2sg|65K zH=y0I9-H)p!Dv%>##oIrWMi#gr@qd87D+WRY!F#~c6t9=8PGJ`r#o`G_v{h1_D41g zuG;idY?J^%<803soa%5;m<5)Lk?a^nle&S_wkX`6DttGdxq!_nF*CjRTLk5T=3$PZ zRiS12%CU|r{pq#&ev%+z+GFo7^d1l0oc)kA30<3;SOglZlK6cPXNvJlpUSdz<-Cvo zzOo1Kwx`k42}g_%eFaN{%ba1=Bd+b7~HIMi|&!1mf^_(W1+eUxyRA3{q(lqo07fRY!Iow4*}ars~p^tU)%kUqXE5 zZNv%k(Pz|7jw(m`f#mEUvhn%)?{`K8-K~0t*A@EJ`RDaSE1}t^nkG$-cf@h!54qne z$u2H7tLqDQA^hdNIPzK8xcu!#G|pBCdr6f3w}W^a4YjX3)fqXE!jWs?61ryJ&MSHt zuugN82quNKSX^)BV;t}kC`sD*tU74uhGXlnuZwoZ=MpR%e44k_?Sttz-*Nvs)kM4CBwAJ{$+FV z@CX!FLMB3I2X}KU-xG%K9s%(pHF>+8{xAmi9YF{|DzI+Mm%sy>%b!`~dqT3Hp;lmE zNAh-`?I!r~I`oxY@qEIy-*%z+s5asC4_4ENiAwb_{!R6KPf`0blmn^O9Zs23EfNhm zHa*lD)R-yfXaV>rf_2N=?_UPv`wUcgL}~Wp0o7l4N#3DdV?+o1N%S4j5U3Mn(^63xCcoh%EYkULATaUS$L?yO)fsvU=Cm>zL6YMiF6W1P-r zdhFG9M9#m>d!*RLLSZ*U7B3U4ri08Tje4AZE4S28@!4+C^pWz|N$Pqg2y%KrtU6)< zvgo-mn61XtT#?_h6)&j2gDzmiolvT@R9MAc-9_%byT!x8>9mZ*!R1OY*Lj?uDq9>K z`kE^5Tds5|wq+Bzk4E3e@sk>$I^;M>MDFhUxJy5Uy~zQ{Ln``eZg8EvfdQT|Or93I z_sTn#ZJg%^{86N59hDiN=T{t%PdlhLYq|A?DX{ljVDiRadzm)3ug^v>vXqd%uK5Ei zRh4P=17oZE7XZQk3sLZgU~FU20}YXg;*q4STTul-iuwX;X~>*`n#B>>YD;HRY1BW2smBjrA$siYHA*o$bk z{vC4^AHXY5+*L6a-!Ysp&NPX;=2hDaEd$=TxyRKrf~g4Oing9eMWZ2kb4-b;RFI+j zp%_*uuIuS<)fg<#(6}Rz!=hSmu5DyRir}yMuFatoHN%y;xcL>G$K<)ECRe`(Hw?*Z zp|YDo1d*<~H-5`E?{4#qH~3aCjj~gJDP)mFrjB0?Sib(Cmu|~fd_RD`hp_1c3gn?UwJPwC6 z2a#eXP6r|V zLv7L`-0@TI$sbaPMO}9M(|SJW=Y}4Cqyt_fjx?8ZZIE^gFysLTF*n|JnporoV@22nCjP$N zfTbM7$>00y;rTuCvdm^do&X9ly`ZgY3mONggDeAjTVd1cTB<5TwdXB@rpS|D2Uh&S z^}DF?eiRb4-fAD{8G*9Ae`#H ztBP821TVv%!2WM>Bf$_cyLe#MqN%Mei86^(r{Iu}cw_nht)VpOiAncdw8=kX-k0Mm z(4ha4)}C({+udhRkVh`zxK?t+;OeU$DYA|uwJ5^k=#L%E z*;oP;`)X3ua|@|v7Drb4I2r5UaqaZ;jLZw27TEnpn}(Z%E(sbUb#H;JPCy+yjLI$+ zxS8(6R0o~m_W2UrmR$_!u)|SmwL`^)`<>6UM+>ZO)`vW6I%FG)(UBc z670RZgljg_Z}viWNBB<`1ovFxZKAOqZQYy=J;N9V)^uSJXh)+p%_PU5i?=F8cCXs( zZ3T&jO)v$qp>j(+RaM1MoH+oTvzMloM}ixa4Rk}7mrsNQUO-(ElV~b@prjFhY_~4! zUI^>77H!@s=bmu`oK{_Tn%uVQ9I7GDrNnh2IbA$dg@Zm=-e%~S^8SJDz1%@NW!x&= zcUSy(XHg)u>Th!4nUr>VV^}fTdy*^rA9|hX9jlOq=h6~OEnAa0 zhI7iucm^s`m-8o&0}zqy+cltQ?C=&m24}f0kVLc|suAsS^j;cU*f`bj0~|4P8tdeD z=&&EkWE=t(t5NQBvvyUCI$xL9Uon0A+_cluMRzZ_bxHmWUO+13z2`mrvfg9hL|S>1 zAy1E+skMCCeh(@xI*I|f$a3#J^3K*GAlud`{GXAYMLmz{$;loa@5<9|H5*uURK0s! zxVpN#pUEvI0F^adHe_1d)Ir6VWMJybrnM*X z!hl+g7FX`SkuF6Z+bjw89rXF#J>R$FCuwvUt$)>s@AwO7O2s}rj|NXn^d-!=k7x~} zFKI42#!y5e|JVsx{MeIYd?Nsi3Skn|3cavX16y0a3#muLGkIKXl;tsQn=c~^~)y%=p}>0GY=?Av8Pa0wolyr z1)gf3EJU54AGfsa;`APw2p`HJ6tHL&($-abRX*~($<9E=FzfaivUkh>b|staaI+YM zZb_QVxhDO5gYUFT2K+(6vrhofoeyrByCoI2ldnW7G;I!SRC1VY=MMTtHBcXpLaXj- zO#zcMa2gK)@Ak+k@AG?oKlvJj%MHX%ZCWzr4xM)6jMi(M|6b{|QZOMiw+d%}Uluvp$D z;ts4uh>@(F%Cbz%DcUX2K#(G0^R&~jOxp#!X^(#qi|~9|rF^ZF1P#$TM$eKfp(gV_ zC3yzH^1XM@aL(MYidbJ7htyT?teLdMa4&_=geb!ydk!#i%z>GwY0;qNH*||=Q)fpG zxc+Y@ENWVNohB<`W(^u)CvcVnW5zej1iAo}fw_aJuwtf3-dN{PrEk(14TB~VacTcX z$J`oJfx}#*Ec@p5JbS$v%mr!{5+YbKdFG)&-zpIuDr(PzNj!Ao`$icW^^&4?mU=HCjvekbChZ7Z?_tBSJDKqTf*#aI}>K5u{Eb67pHtIzn%%wH^0(j zoqK3Xc6~}=V`P$=mutW@Sdg(omu!4GG!QpxTy_xVJHx89c3yFwV88Uo!n49&krhrU zT+)w^|F3OfoI;(z3k1!JJpujHtldJF8jtg95ZL)DBtYqo79pCj=K(JPZz9?^zs&n$ zzo3~0nh?%B-NxA=wn1JnA13)bdvy2ER91HjFr+P3TAT=OD7?*NtalKTU;?v=v1dRj zix6Nt{EolIUD?Twm(4e#Ip*(wcr^hmYySXOZWk4dP)cZTNf%W%iPOfPp7EUTd#AAe z$!d{KY4d8uw%yoXCiyQ*C(`(VKDV6Bx8{${FbB>7ZVA2nxoqW^@BKv+^ht%&TGgsu znDCT^b5~tu)(AH9D2KVUzyMOMH?r`37jwTC_idms4){Xin9u-huBx^5zgn$wzz}Il z9^Vb|wNz40lTzjPdths8E4c)GDjR%f#Q&Y~F?`MCmUiT3rkV3YFuR0s?Rd(_QjmF( zc<7ypv#;LnvRua2u{YFex)hM-#0Po0CF;C#Bap^VY+l6~CBF2tz@D?Rn$`1CQU?P{ z<40~0lNPJ6F=F`zEgnq5OKAJx6|TAXWvb3V0h5y09+$#DzyRbR3*(PU{&&IvA9M#m z6UDet%d{Cnn}Zx|B1F3BTgIqHN&^%bU}Kw45B37RbI0^m3of zQq_}l<=13djZ9d6Te-As`dzG1)|Ensotl=)Jh6f6UlpbZ`|v(Yb*Dg(UdYmhWeb-B z4($%y(+Ln9fu|#B<$lR$%tFCtat337Oo~#g)#q6P9I_wqx{|Cz9T%Py-h(Tblzou} zBZm^UsotQ&9_@T7gkzin_>t|r`(%_9l4^$YItq)XcC>tWjgL^y2BGyHTSgg9*5@l;mR^Xy6MiqOL>L_YXMi-u2h z*g4c~@kWsJ6)OOBWj$Q&s2GnE5E@DsgYHWxzi@|#$%6;F@MQ~hPqox!<0fo!V%IVy zxR=3J?nPm5o$3HO6Yjj`t1mTSNbjXZknep>+R-Bz?7Q(mB{f(>La!oa6y#7?H+~)EG zSxnki;Wv+7{DoKtjxBv1g=wY|caR^qt&Fkp#oy}!ZAs`4!@y4sF1dvcPxbOvTy7*2 zae=d1oOdlI-+6vgF-Hp$P{iNhAX}7}9QSsdgs@*W=F+7fj+U-IRakTS+%s13e%EsdUT9MssU=&B_m#hQ3G=(w| z&TZ(lLgI;+M0_q<(!3EF}lJecTI**i_u53lbr7qSRf z8YncaQq9d2l3n8sZupLf|0Rk!C{&HmcV&8;%?8_1$u#jtnZJs8LE;U7t^1beOFv?# zFr_CO^3@Y#KCAOt6ujle_VLBxnjVNq(KR}^QzC);PL*s@1z7XIt!Zkzxwz3xQON(O zba;2`5?=`rF_7o?DcQu3AxxPl7U>x9eAiEs>Neo_lzT z2nqIo|Ki-fl?o7EI>*?<;+>%0dk^*bN#<+v9&_ zTfHF|B^K?+^9aT|thIukav_~hgJ-u7959%%d_5rtO zxxjURP6UAqXSp$VBiE^Qoa`EBhiTm~a0)j0=_b?Jzn~aE6lYYI(GNDWgo5M$eazJj z&E#{94ICnY3U&c@ePQEeIzf;mQ;vOZrc}*uk6EJW ztcvD9jY&rCMTzKH!wOhmyp5CxzI2 z2M&z1Z7@5&sDkv``E%|T4sbg9@okor!|utU%bOv84lf}uxdu2k*V{}pKhZxu?!Tb= z5&bz&i2Q*m>B4cUCF}<;cn2W&nRpX9&jTyU@CW&tEa~MT_SPzdFo##Sl$o}S^UloY z(=X6uWFyR=^SMnA+4K$8e`G}+J+^Rjie$O5^i!R1%6835Q@&nNI(6IyO{|QX`|ttJ zTV{~tlR)y**XF6As;|}9@#f|pi{oDSfeA(ld)}`9z$U6JsDKAY{3H`YGh)fWKAQk7 zDmVh-@n}bvu<%{`K7aAt(zHr=mi}|eKMzh-gXmnzE`9=Sjnh7oBcI2$IQMBW<6N*j zS(suzd8A;D+ig#yhNPMRl$^UN0r04+htOtdcA8lEY#%MAEd8GZv2E~L*C6{slO zBKD{@YmLKh^sGb&3_& zRxM%`pW>ZN%rdB^9R|C#xjC z5*mxVlvO?q80%L??W2{Uy1&(*)B2hqa+{tFewxWGXmqZELV;m%>S@7|V0nRCR**1d zt~>F>Q(IS(fiv#N)S%?)lOG~ab{?Ag?j~2IpOVGi=u32dg+J1y%9);Aoq05`!LRn| z&86HN&r|0I>jj<;d}8tKxTQzEM77StJo%Uq1BcH~#hcRpHWm)SEgGG%NjfI5 zxpT(y<#;l?vZ#6pDu|K5WtE!jNrYL+?u$ZL~Q-1U54r_^*;ax4?K*sVT`GP<% z`|&xT9dS)A*>P;q@_)`xbXL^dU_YX+kcbrNu~bye_dLOLi+8NF6fzGfyCOrYKo<91Q zkrE!pGp}K!KcFo0eujEdT0ydu6a{zbNcKq`99|(f^!-|Ch@5-%I`N<@^cFez!;c zFQ_Oie}OrK5nz~{g*TI-RMDKO>jUwqv(s$W3y^*{o}He6Be54KMv0H1vsEX5BN@T; z6llL(YDU~50U}SKdLsRRoq{S~lBR*GQLo13`&KJWb`Z=EbWnELMRswKz*vz144z2p z6lKZXvKH!NXc#!8drJUc-m?uj{Sh#eibWv2e^?`a2^*GPpk|vPEE;!8U+$iC`(Y&c zhZ0}|V|dhYA*bapZx+EA$;KXNM=Wm>#%#?f(Gv{N{qRZrgTNVr8}6+IgFDIRhMysX zfgvD*E)S;s(vPn}sXc>WI`2BSVdzTD7_`VuYc=ycs*BKFM5nNePW^sHSVFG(q$>un zdAA&?Jdx+sHlUq!eB8AH_8&bgz!kC5hyj|%eK7VlCl;!or@0a?Ebp^?ui~E}v|omE z4&Ph<_L&@_yrM4WeXEh5qMm}e{abhNo5=P5aDwN*m-;?^_`f|k_1|Ux|H-o7{-jKP ze|%Qa96Lge5i;Tt`fbYYcC9j;M{zYsdZR+$c|uIM;n}@0+F$)^9XYz7*OF&@o86BP z^;(>3>STBxwu?&mSh#QRfMJ2M;;iX=OL@&DlIe8V&E3|y83X7Zdm#fJ9r_8B-Nc5F z)OEJqcah(BSl85&wk|CDZ0Pdbb)KG(UoO5z3og!uPYR0Xc-vaJv);+zp2w-_x$o7Z ztX&!2{X!#6)hR$yJoCAI6q8d5+jwrM7+Ae^?A{osX_7I=?vJE>ZhuDgwf$~-qCVow z_P0+Po$iidI$vmT#QC0&cz(B2>F}OuzFJ#7( zILeUUG|}eI**)lB5z@+uX4B4Ak(@a<|7juF!yMLisvvMl;oAtiiq4?tgG&j8*KNO1 zhfzVcmKkK*TXpJkEQ{9A3aT}S;fcJ!x9+WqDQh6}`#Sa7PF}FvS}VGCOtP}_O}^EL zLsI3QYzXtyQnPZWJS9OiDv8pA;cqulD!QCavljVWvb54{sN+H(;!@ya^1x*~;--?2 z5p&3xX}X9fE@7uwdg)54Bmk$W_U2UKp7qZ|QyN4AC;tR%--X7^vy^1@ z+LV21E(NnMGXwmb1yRbdV73q+6}EJ|texI%KJIipwozwTT}sn;|9E8pEtsDQK39b{ zwOEoUBm{O{**w1xbUd%2XDy}rfv@wc^9#lB!h<$y@ahNjv-^P;DOrE%?%gWC4JWBT z-X8QGykoT0j5HIa^}R6&y(nSl@2mGX_x$L2ra@>%w!TH9xgFt%zJ*5vDQEhSKCFFG z6q~7D@jx8dJrPmyInxo^zK$KXjpz1{iA`@sK7%gwCkXd2^q;0K4YZ~u>p$U$@#E}4 z_>ILcIh6jOviYU9bTgBr$Jgy^Up#t2dkfb1s0nrJka}_=W^?RfvNW#${q54|BPAbv`a)b^z){Yd!&Ma~ zBOni6zVA`nDnLCuAVW$wQek_EE|?h<5~!jzgH1vm2uEg4UCcGS+39}zYRQDSZ{v9R zgNsuH3M~nCyd~A?Dp|9Yuub@CXY$UdUiF zgR6Mc$8mrDnP-$@X8)>7ao#4Ah@uPIKbX+4&<YkO3ik9kRCzL=Z)A#FOvLOn zaK~~Ujy&0*W7BbKfeWv{x+jB~^i(&*QqR@0u99-yLhh_#w&fMJ^I3vDyr!<$sA$G5 zy&j)q_9<(JP4yBOI_3uInVIcowHDqMrpe^y%6VQ6Jvld zH0@lWyE(1w+DVt+aW4XZ`Ph?ly_BeDIL8SdqaY3TH7qUS#NL1a4m{#<9l7rcczCDF z{bL>AX$%iJ{=Z+IV>LMn_rF^PjH#rIUr{kY$5qbbO|HaQ@D##tHtwoUhH$fa=*HrL zgBS2e)PhNhJ2T5k!WBRptOH)&`f%>RS~rGtRC(V-7&ml|7Xt>)F}WHnHTT}oLLd`Y zo}S(3W{_)@fcrEp8@2`fp;*}jnWtBSwQTGg=krpM_u;9}J<>`Rk4R4F0LCN#gFzJ1 z#wZvW8Ucp45yzU*86X$-*i=tZwN4CZCe8<^_SkL}7*eg{>=O3zaxPyUQYVclAHaap zGOOwx>Kj%-0pa%@;6t3|KP&1Tp*|5~ltF6b3(y?LFUA(}z5-74>EoR@8*@oSf;;e0 zTuT3Zy#K&U#cX;flybLCrN7s=PZNP_+1wH^LAj?r0vvoA=jVec>~#k7fLbD$BB zrJ&=3I^!s1GEfzeRDUe+8GeA=*rGm0F}#X8z68Z52_vYF2~^nrR-yPToOtunHxpwkXhr=?T37?--$>e3l1G%Bvgm?{yPp{^};>e{-6p&WIIYJ|8>DB3W^ z&{jL{v?QXgsT3`V#3glpyYmN}muIc>e!qD3+RuKn^ZS0jAKcZ~r<3kGy*L@Hbw##` zyam7+gsO9K9P!KitW2ts1;g(iLaJFMo2SD%cm)}-g^V$O8F-jjR#XAbTP-+FEm7CV zKi}uN@ZrM3*NXEX&gO`AX%S-TY$P5Y-)RjLsq-yp16+$Ev8TFfX{NE3?SJPzHa-K zw)5QS=IrL*nc3iSy@Uu>l1B9(t}`Iybzdl2M0RE*911%T2T%dlTC%>0UBoPm1$%R4 zN^gQ`DPt>Rm$dGS5QDQlX_k4VP&Xil0D-*O_QPsx_sTSD3T&`Foam+dq(9SDerr2f z5l{$(9ifdJu%H%;xgi+(mT&ePWV37pjR6J7i3!x%k8p0@E1MocG$1fqs3QN!-vOO~ zC(zLUPU69E|1l&Hqij>>(A9gV{o~MhQ%z`_K$eUPAocTvHCIe)MXfKHnNTXZw4r*t zAx8jAgInFcgxPPhr46iEG$0Ip7bqLrTeoB}A6TQ?@d!+irc)AzR8aXabf0SQ` zzX0sUMwa^O1gK(>B8BFz2_WTbs*xXNtUtrq*H=8^vD=eI!~kHVNC<7;Xco?!0dJ>m zJT&?z6+9DEaKtTU$z>(0x^A9Qliql7S`}naCtUW(` z`bqR}jwt82FUY7$8j3M}O{gR*_p^51yLzc|sfNU9sM2~pB5~N&ZZ*5^bC8!0h^kKf z@mHx8mlHLYK?1qU&64C2^Yv%nq;)$9qD;7PziWPbNJXlxD`0Z&6<8-u0+Ymb$TA|& zKkIEAKxzeRhc3ATP<=agvG7XK%d8kEnn}V6ps2IcKQvLd^WFQ-kG<-jRTB^a2Q|G_ zs+>aN=TBHe!8yKbe?f~klZbRaZ9|!iB3gE>{DZL0snAXi0tVK{%43JJl{j^iO-VaR z6ZHW@b3U;v%_Q(7xfPsA?Er(6v=laBcx3Qkh9-WEt~*Fiakuz$+lNJ8PEtv-5w3zq zXVhohIrU=2xh)Mn6*Zx$-1039j@7PKqC^WTWagH~q>S?MeDlIrOd#-3FW@*T6Br7tS&!uEl{k(19l526%`v&%ViHH^ zy*u4|op%V=l{b2zuHgu`{LGgY;{Zd|Y)6&Gt*1SP$0XS}@pEv6*4@}~{~FO{2O<;z z?kG~NcHb)A7`%(C7lRQ)eNFuaYniTT5fh%PZ6x>f>RdxaI9lk+SCtXE=*`e-3y>DC zC_yKKGa+FT%a^`%6^uYS9 z;dZC)!DaH7*~=kr2Cf6aE(wf>lM46S>+|iOe!udO+Fza_B{WV6tL}3RlvhW$cVcwR zj_C}Nc^xqtl+8(@XFFpl6F1|QE&udVmTJB>?B^vqo*=^MM-EE_<{nm^V6LkXy$kUD zKC*U%-Z-R29)`+8PZ(_m%`L~3yUfuLhcO4r)^qj+w%wL+@GZsmM?4PH!aFte2F9<& zavePtB7oC3OCKd@Auvc*14Rq zbjhhRA3s0`90oCKp|7z{S){C%wh+P5R*E6`?G|+IR&t|pqVt5GhJ-LVb({_UB7u4| zTUyshm>R^hLvF*R+nK`KqwYm`l^I}SN>mgOhjgTH3~z#YW4F&Btwi4}&h}B~YCE4z zIqn$eoX70Db1EgVRjSUW%BIzZXRBy2pLLY#rw5Q}gJL1nTv^Z5s7i~KtW9z6`Mmtg zb8Weq$&^hq!!^W9>tJ&+a6E_DrLS^T%7&n|!iqK*yYkNs(A;J)fN|J0bwo)0UA-l#hB2+>vW#6~KSY`&JAqj0V zmO*0+*~XU4*v9bQBTD~z-}jvFobNl|`#R_USIsleb3gZe-PiTIe%J51?_a#2#myg*{s0}qRlcF#wKhCU0-xrs*ovdsN-PrLbd z`ZK$qTbk(J%j-^hnQ>%->#gI)bsHYu<9Qcv#?JouarxJPsFNqRs~x_|F89z%^ZV+$ z`#S^@ySnemKN1_ou0G1W{)5ir;CI&{KH)ZUCGKO+v$Vl6mHy$;DYTvO)E9ss)3MRQ zGA6>FcNNx$9nrWO*2>v+29rHSx+L@JySjf|<=qWi+h!*EowdsJ55R&(1k0vRAH0$s zodt*1(1Pm_h3$PPHxnL8*Fpris(*6T$ssM0<}NwB9bb>yK6Vj5w}z~W_|*?oDu`1Z zL!YBh^n8wmL@7C`mBxi3eLFpRxTpG2^ZlbT^W8FSf!xAQTKVq@c=8$50vx=VfSRjD z(Nx_LwrfY6cEHxag4a{d7@Q|r6x`5ZUJNW_wwAfpsxG|Z_1&U=1!F;MySI6FTio3H zxM|giI2CUS$31>YqoN^9SqF1md?Ak)WnCTW8i$%MMrGZt*784H`g*RML%b-*ykxfj zQf(*Hfk@tQQ&T)GcV-|dY_@ssW7(XxymQ~D+5Rve{8}!7qS5veM)h2U>YV>VR>G75 zQq^1h?v4aZf=`_eW1`MxfsFC#?R+|lZf^86%%;s71WixuW!66$Bc8p)q`g#``>xTP zq{VBgN-U*1&rLg`l+!aZY%hjcF3dJ_TkP+w-8a~u-roctz|kU+2x1Uy?3IPgtF&9< zBTvoa+5Dh)N8Hp-mpoMM#D&%zgs#hIS>RKrf8 zRFJhuBKQpDhu_a1a*MKh~0$W3t*;w-tR*(ijaJVRB2SOow-bujaPY`_c8ea-PXx$@02UT;5Ws-u?ZG$PR&i~s2pIvnc%23lmR?5g>^va;Vd_AURsd~14B1k9h$h>o-r55d@LqdEER^lCMb}((;r*1-J{g?(c zAwIj=jyku-_t0+GZarAb#9D-?=l60BZ|n3P?^)V7gD-WjY`xtn<80Gj&)HB>r9QV2 zO0Tfz+GnISITpCX>kJ`5oQEpeM_{_v3-e6oMEd^o))6=v*}l4JZc)X?!R`}~{&c;h zxzdtR!pESHH~(qDwrjV*%nhIel@CipI=R z1|#m(M9DK4fsv=y=$O%t?LlyQBO%^A-YR5cRW7;@)zwg#ZbkLU%z{i~Y$2(J0~^vfZ$=AKxuA7@cYuhOK=2}SKC?u>q;ca16#quR~P8D$ztV>HU4 zbljEX&9xy;YIbbrS=vm0O;mpzs_RX_JRYAGi~O)K7wbJ~f>LUf8SEGIam)0lCOG$% zEii!BV!omU2g>qeHHdGRZ)y`?Oz^JC4~-8wm2f32=q<_D0y&ss--<^R6GMbsNoOQ| zCBL)JZpBVkukoL!<*YN_c{&8);YITqKOEoB&4!x!(L1lQ#o=307#C!83o7Kh0v#!N zU@h|Ds9*O?jdIdZ+E%+71;FmuK5|4&B=GCgkx3Ddg!#vlyVCn|3sYl ztfWG^r(%7H7uCYILt|S#f;sHx!TrQ9@-1BCjcvUf+0eKc80CzW@cg-iF3yEn%mP&- z#%DX{6Fcaqp6&kdk>a?Eg)G_mzA2^ZKTsOr0 z%AtBo95v_Y@15XtR<-PVf&O>0rQx1IpYaKc?*5>=jKSL}E2m`L_Oo^;_ja^Ytufj( zsU>`UL#?od%;5OArbe;Ej4KmJkJ*snEyv$pi z8^$1}tyjeao1Cj;PhH(K&RHt2rXw7x%n_V)0@I{ci zsUz(z%I%3u*~PSh+b?M+dgvRc>PnNPX1!KDGGs^W;pFzjI)*2&Gw2RMT-q%qHCWel zm?wmr>_aRgq0?I{Ct*Ric8oW_oBHx#u+Hcmmxhu0&xJdO)>4}7;A5}&9x>q2OG?^C zbcm)V&JN_&i6NMB8h4H>AGZuy=uw@o7~_)Tflw;%9-zNM2SG9Dt{q6TX|A&g6al1} znKM;<6dgIZ+ESD&LGMRQtKM1FxT^z1IeOa@gNUn>dzo`j=DGK^%gj4iF0MjAB){`K z+sUTQ*vAKChwG|L)YphQi1aKDzN?nONe-xj1)WG*m>*l{AU8G5eocBQ&36xLIfi+5 zgtAlQ%p4@JHq{%+1Bvj%Rk^|~Jsf5yO6E6WrhddN%*6S`-B8&e7#SdRx4*$BL`PTX z%_io?aBFOjYFsw7unBd%hA)XQG?8IXNjuVy7<?(ewkf6zcX1y4i z!bn5bW@Ju`l6w>D)dl%8_nF?(j57>=F`&YU@9NKLt#fSK`S#$z!SDOX_!rfca%uBh zEHt36s=C^mdSt^*YLmDw8fw=xJ|2s}UcHM7BX7f2czBZ?fFHZRux{_1c*0Hv#RaUd z&XIocRoAww3Ex+*5JN=ol_k}!GkCyF;XG~!)36G)uQSn7hu!boe>35+ZlvqCYSsBX zagS{`*5+sSNbF%UK5DDwXkEFY|Icg<67dc%HvBhsBANYjaDYb!u47G6< zd@b?z!1@Q$28M?pmge9e@79|Ay1Vj|;uh|#v(WTByEMhOVMCC+CgwkCRwwH0w20fA zfu}S#_B`Q(qVC5=bP4*O?9vld*axXaF`H2{jBkt?*}Zd~Syl0(KDX;jrv;eNb>lOH zvcL&G*2;#jTv^1)l$LlY>LA=s3=tq4phkxcsSw7V?9~?9D7s;)L8O@w*EeCL8!7D@ zTw0xcYsZWq9v@-pQ|!|*F#W1L@phO4k#4lm!KWVQGi$3Vd4E*gF8+JQc5&K%7h>W4 zt^50khjrs1oywopwEgg>G;&m)TIkdDTkg*vO1%(6fxQS&DHBU#z!UbzNw zv#o>6W$ym|*z|?UQ~kZ&mBB-CX{6e;N8iVe40h@p054S5%CdH0iQ}*#!HrDUgL8*y zW9q20_fQwO`|r<3)ycfCj72T(*=wfjr)Qm=rwdRoq%SaN{j*mCzHjE{IHQ@pY86aK zP57nJKy8z$@+nAM%eU$OgJ0UTIxX?yu8N?N-CCjFCKcQVNIT{28V|6d+$@G5`i!v+BrFGm z3l1O8^cSCd4ctL!$l_1-Tkd_+B?=?4GJvuvtnX+s>=;wC7TMa6>lX~@(`LhG#T!J5OXYsKkJY{+C>1hxe{px9U!}rtE@k#cB)iQX-8UKzisC zN$jZ(laG9WiLO4UM#5|LSOp`&ttQhmAa;>r0kD9e&k@wa-4KZkP8 z+-zTnbgl%N6DcEqgzb4)vxj2`m*)KmSe;8fU1dr6@%1c@#A z_C&iaSf=#F6g_jZny{E!t5}G?6xDWd1}05Cb>hrk)k1LJ8X61tnEGPi%{lfHeKp09 z_uY3+h+&mn2EMXjn`dR=%`e@GZo>n1c6LI_7f{~Dk7DH=ESOB$Yu9UIA>5(f0J5w2 z4mpB6ItS$wFz8S^Q-$a(g^Udu?)E#b?1zU4nL!&H#N=>VIwQEr$a$;pg#4Rl`LO&i zaGGZhyHX8MYS&uSUr6&|$!kR4Am=W7M2Esr=H@YFmIiY#j9!%j{L=nWrmSsXhKpz+ zw+mJQa>AtYUnXJ!$7CR}AM^G~$hz#Yw34R3u!on0R#%3_DBrFR*>>cOlvz=3-9)v6 zmL*1LGq!6pcBJkrB{6n!>3~6`YV{<^Jyx%;e3Wu`P`%o;K1qk9*~hv{p=HHYl8VI6 zx+E>{>5f8&IAK+vS0z6_NVek+^>IDr`+CYGOys7X?&5|6>-6|KJHq3?yXM`|rR7{Pc70ap{Eum+ zOXNR{=MIZUgjJOb(6M0ESvy(QJL)*XslcXoGPsVtwa~$R&AN@>Ck!}nIGm58a1AaS zqvSsNN!0dyFzNiuqm|}fq}W={7PGFuY^oI!A*#z~_8 zG57}8AK%W(UwOk`2)0t2SpOQVKtP@P;hivXg z0?9i8tPVj6iZ8klqd3#?T>)ZLagLSgupCgCl*OwS0LP@=!?71Zm=+8}k7`V-8>x#oqlPzqCLFyV>r)txh z>)|)J|29cmB;Spwh9uFHU_QBLr>26@X!L}}rEb9s`$GDgyj{kvi*6nDIg(6D3i-rx zE-QD9PFNL;S44qS8zw3UqCtnQpn`o%ZaIgAPPzQGcbinbEu%xjgynO}4Sa=ai9XEP zHi-0k!E1J=Wth_0%sQISn{9|||J@?CNcDF*k%=-HT1pS=nx^6A!$t067GMX!r#HgZF#!IQh3#Pf6FI?HPSO4kC7tJqV1jg$mSEsJX+4(6c zk3z6P6Zs2Ni-_v2%GTd{LH@FRfp#EpTi#Blw3S7Cj!`Nhqm4@@`fC}Cpyq}=&oQF>I6V?s z`~2j8$46|kXsB=&bJFsG$kC_rvqidTkkm8)=l3;Llst=`|6;`0-I@C{7t2FgQKL4@RT@b2R?&Wfa63jpzcy^ZFM~y#wtaM0(E8^qW_Qih9Gc zGcv|IWq|+SXile4Oj#Jq*x0z=0YxVp+kgLBUc*D7;yPa4E-1^!0E)Yt!ozW;&e<}F2w2EJ57x70K}N{r&)66tVA>9B=b%54jWPfb4GX*nOMeF_;W-4|z)3`RXa z@FDDG0n(TMBEOql);ADUzgHZ_S{_5OgY0&nPGn=Z7~)HbJBGIv2_fcKSdQtvdAKJs z;gsdrtBKE=7(gB8u>WJzPz3`+55yFuy7d2#MT~1jO-N!m&N;p>k z^V*Cl3l!5;we8d~e>3-XSD$G2%VwIg&om~kRoiUd5OrgVE!RKd!T+lm#o0()(Ivgy zi%e*L2Ff2LY-`rZUfu;EIorh|q+Z7AmNqvg$|21X*4ntR^?`E8h#;kI?u&N#A=_Je zH&Xr;y0y{L7hW7L*R4srm_-&$(~0W45UtQvMs>R^yYIfh-8#P`rn?{#Fu2=hse4al zVDj`x06Bi3HTpnM76T~cP3dtRrETGMn05cMrc2)Ze*8DdPutMOGRFG)JzOj^UI8%n?5GvI+?#| zqNXH!RYw^LHT8x|rU($I9qnN6l}41BZu%RArfThUCB>_8tJ}L|x#mIMo>hbPpvOwa zR2GDE){dlFIFGg!+c#yI6hlL7&F}){+vV(@DLH*RWAEU)OW@EgqUV$wugY}1c;b&QHgPk#-d|te$t*hXk|Eku4fV zT=%!%y&YGCYYpq2ycYE4CRPh-$#3SWmMH6b4VHYwh!G562wNXS{&=#hR`{i-r>Nlcfx%%I?gWFrZ$!p16*rW7&o7em53~Dx?70l z#K0IK7s4?tzK~x9DfWnKbx*(I02jFXNce{6X8NA}QesIK)^ssRgKD|`u>BCQN1mnL z5H%_DA@Vj;kCcH)Y5VY8(%S)lLtKy7eR-4o&craLc7$&+8aYD)At9?L^S0VJPrchm zHoj6KghV|}Z#L~x>QttXL*o(GMku%(P&f<010G3ve41On?W@~xOIO&Syu8j?=S2>r zuJhYDNRt^Whbj7%`J-KQde}-nria*PD$E$)PKswL9E(iO_kh8S`FnbsO6rgGNlO3h&PUR%6M zrSW9jrJAVUsEsvuB~l`Tp@3?Kl z^w_m_%(176tlK7*(zV-EQ5Jy64r%&j3079OV(~&Fsp?gOGEH*pTM8ksAW!ut69}8I zA+`g7^Pdvvlm5AHGmz0GE`!~ePv-cWFD>)VlwbCrt9X(CpgzTtns;f_ABnR}P2@o< zIM48=oDD6xnxx}+0AS@kzJFbJ$CxoYIWpAYHKC(gn}mGjP~0n^I-Jya*nHr!1Rs_j zw_TX^1BG|`FlK{B1si1U!Vv`KY$os4G0Wj~Z#RQ6dEBeAfft=oNoe*26T5l5Ai zNqLt@NrXonW9C@vt8zk^YzD0C z8R39V!cW?0#XTJ}0R-hTY%3uviVaU4laH4GH034n!~dEJ(v!QtL)?mqLm3ek$6 zvC8^fdFv*CyedWT)%Vajgb%vwH>={We-!B4oMDY5CTIi^Kn6Txjl2+W+q-7h5-#{n z6v-JjB>QGd%&u?Ik=zI4;3NuNN*oO4f50D(lTZ$-MmOL7@JvGGdG#saB zLuo9;lfYz5F|4~zXpAA7mcq<$2P0#tQz6na?pq_$Qu$F3TLx;=@&HuMc8Sa)S*UT9 zG7B|6(IAC}Rag|=O5hzBw;qp=8GC^rICS7jaNzu*zfd9A?Pr5O%}r#9vJY?h#zg@n z*yI&cjT5q`PHCK$rD@o~;mm2ffNO{=?}FZXVzoC=#>GammbjVU;L;*J!_P(8s<0QB z@t(B^^Ly#r8$q}p3JN{|bEh`GCoar0=JD!SX)A-TMi-kd51oCwuXyYJ3)7B`rfi`V1GZ#;z* ze|$PtJN;6v@gvb={Hp4j_Ye3by)K4+7E2r<8(Y#Lttsmebq^?$t~I#!>H!e^@P4FVAeYdI4W z9$@k_L)GF~-kX{V|TByTf#1L&%49_X9 zl4*_wBy70rc{RetFt=x^oUedWV%Cr41B%Lhs@=T=l=5d=mz~0LVnMOf>2bD#=5)Wi z4QTHn4l$3{GHKG|xAUSR_d_)_dBl_lJhPwrO=`;!zj-F}=Lc_~r0K@F0czQKs?9lU z%$AqI*HrOi_^P$!-wJv_JyWbYssI3em#jh(@RBSS}bXBq>@qj6*GVXNm^q!Y{ zuz>>PBRN`OVxvK-a|xb3A@V=lqq84gefF7z{@m#ocNTFWz2a>C-9IrPt|~G-|J}pA zpBrcgPHK5#>4t);)Lmz6saN0a5W@;en+>EdGUJr1lTYwmNGVJ)#m1HU|H4=aA z@pkR#w86UR!8>a>X1j#8NQX9JeJs7{hI$Q*v&yh)erjC@9uYMrXPn+l^N}>pp=oFV zi1fIG!x~%1$qM9495AuzqJHqw`=|`vOP^A-Ef=DnLTf21x+%ggkU~|%0w2H*xnIsr z1@O=wxSIJFhlkdiu3bT5NAyOTg2;A%Le@MJ^Tth|*z`Oxz=d!6rIzqZ%@wRr{^bVQ zpNk+(KOFRYC%SHKX2N9qmM<%*qkMw~SrFpDN~zRrIqEq%oH;~pGHVlZa+;eSZ;KuN z57TIpZhKgDd$Ya6!q}sD=+IZ?|FZ5xr)I3_;v4=oVdV8f^I=?PnfD(vn7hSV0tER>Z9VH$#sO0 zPC@?93j^ZYH~mTF73A2K8j7@T`TQ4wUyyEFzv~#{2xhPl+d2^zeDHlsha5TA@?# zIrqVo2s{X<1Eg|LJ~1C{$+Kojaa1m1ObSxV;e*~czvNeP%mD)GTWkj5XNcN-^=DDU zLPCywerJPa7Mw4);MKc_DMqMR6*_`Xvf9XZ^>C>-qiv#Ab&ORd^LNnE30d$N@2*t2 zsRhIn1ThG*h(J(8F+kDM$)AJQUXN5t%|y3>T)00hqYw#Tj6J|ftlC@7BGdI;Eg&ugGnb-lyfw&U5ac)VjNG?A0TgH>VTW1dg=y?!!Y z#h^mS*eR@7>cd1XD6G92&qLHIQ7Xr-Mo61`@glt*;#a!^&1G9vh_G|5LHh?GEO`VY zUJsavQ86G=QXSntY%Jq$v~Y+dw9+9aN8(eKMi3&qK8Z{A+Nt96#3oKMCr-%7sgmD# zI$<|OT-1A0jO!`3;uP?fXHfuAQ*A_V13q)eM&SNuMJMnlc?F}94=OI-fS!|9b|3bs z7P#uUc^19^d{O(tiPg_nmXQ+yWw-;jzS?lEpz1ecALPwe~unVwq%`=W2 zb%)YOS&q$$vDko&xx4Z0tA+Mpy5UyL{c&F1)v#j%C9}UL()MG(=^K>Uql32Hzy&@} z(PAWpsr<0cm$R~nTGt5oCFX1+w*_-{00F~I*`10XSa!BlFVv2}KClLfZd(~->dL5C z?wi{W4oMD?Hm@C28hh2SP~7!?f1C@5L=(mYs_uG1q=9}>{L$Y=gq`^z^;C?7wI%@q z%o-NdsIpZKyCJMsdwkKFm!1-wmNCt_cG#CC2zZyD&w(&s^?u7RdBr%QQhnQ_uh(a= zD*P%s1#xpe)>k;2Z& z2{_!sLCWRD^Ru$R`b_+Y$lq0ETOZ)$3JaV0=Z7R&rSXQ8&1<*rI}bZ77kBjK4Ys=a zen5O(9YxQj8SZDXg=x2&jN5t2ed-cV+Yi>K%ro|Y*f?&YcgG?sRp8TyC&Sl4#kuq9 zWk2G|MX;V(jh__sUlcuD@+K#VsE@6n16!|=q$fdPX_SnPKm(G#P~M?qSWspok@6t` zKrQ!m~?{#j#CpI#q*@l(5|Lt4-7WdJ9ZKESqm}a zO{kh7LcO6PC!VxInIC+P>{&Tl3uun*rPuh&`(h?o%91cY`)yA)8;`~_DR9ip`EBBw zSr;fkRXxpP>e^(NHE9#)-B*EEyoqKezRTwrIl%vPZwq?Oa`g=()#P%$rp{os+w0pb z8Nq%r-=r*mw}gbtra{KOLL8SYY@`Lh0QPVaZ~)%>f(tfMx)QZ@hSIK7j0294#SAK?cZ{(rQJ}UwGsq5XZBQDp2~$8g zbKE1;&VUs%PQFMs>kN9SNeerJ;=H#Y;Q!;7SHks0hAXik#AG@sb*>8i40zLu0_3yj ztxps+gNrfwmi2yeTLSOyffQz0mURTd%{Sg=i5i|u8qapztWil68?`e6&oDVHTXL_D z6uNF?U@Cp%ve8+<(HVhvU@vLsfL$!EWCRtRYyLj=3f)xFt3OIh>Ej0w847~ioIXm8 z`tz!MKW$jlMDvMEe?|HcWfIS&1ahd$W$m{rxa~oOYW{_fbHg*)W(&{k1tF%6^h&u7 zTuP3c4ce2V@w(~gVDCl%7Fpgvnyyl99C)bkCvkZ6;|DP;UAV!y7SbPKQ8wKjYz{(D zo1w9JFQBZSmT0*VL5a}EHKo8t*upHS)ihq~V=Wx1;Y~)2==S{N=@!)&CK%gN-|P&= z!GOh=ic?eunA`lZ1wv;kYxo)cbCVZ%(3+6yx@S^CVa~&sd*}7B$?@pU58aJ$RZxpA zWCdeSP?#DGRT@nfKW^>)Tl+-JYBC6ZZvcJG!&-a&YbLDNlKU7)5ecV*1!mA@JrjFx zkXh_xkz>!CVVhDeRC+ z$=FaWclT7!OOW!7rg^>3%zc=Fd@d)VY1}Cd#eb4{oAez$K5*sz#lK%Y18hwD_lx0T zQGmiPthfc%@-F%8(>5SodpI!16ucmPc7gl^EzW> zNSt7KzHCztZg6r4t#baAsxUM~en$=vhBa1X-~R}0P^J(L==n4HKfUa!aFEbAc@8kT zNbJaX9IK>=F@@lCn}UNNa84BaBc$e0K0|da-QsDZxYM<`OlBe$tJL>H(z3v)qt_n{ zwG|gE)SR`(7L*=MZW=KT%MV{imf?-e$pv+`(jb!rs5OZ$oS2HauiId=(g^G_GK?J0 zbGAg5%D{j606;g@J@b_B@URZH(;Y@_r&gq3mY!BE?ukqDF} z(HaIT=}l~AVU@Au9yphV%ASrS^K+!oDVUA9i9g|cY-czPS~pd;;9Ur-OZ;S^NBIr$55XfHUefSe zmhE=uSIr=p+3nuvKBaD|hUkQ!CIIGdJ#$G|Kv}c0$qf9^Tl}o7`V~ z3CNjnhyX;5Vj_Gd@z|4VI$!+V;?I&?uY3dev`1xOZlcY?fO8op)F!634qe!{Zuk(O zw-${x+hY9n!z$p)!$eMWi+OxyTM$0S>J^>Y$U4RXj7koU zZ^!1ZL%1?jr@#7-=2eSLSbL7Xnz%3p;PCX!_M{&Fi=bidr_z-ODg{Ez(`!mxPtlQt zlbW`PfH8~R^j5w4cKw3k!oB=bcF(3?*dtQEp$QmN|G=Fos__tz)d(ivqr zITEHGw_f|Q-PiD?N1KvTNn5Bu$OA|L_n5e9XmG=DTXDl!^Hosb57$yo7Q@Qf7VlGO z-qUXyUI6^-JR?kH_JDiXnDmpzM_X3A{{~qdrUf}V(#wxFH*LQ5=I#ccFRlSsv*#3m zn6OhK6GO;m&K%%__idI^cnTD+37L8u|4H+ry!SQw1)7-iU%JFgA*{NjoikLpMen;& zoor29_)Me22_f}FiTU-E=Nii{(ROHgYIOh{+9ZN3z*U_EQBpOvZarxCdf$pBF6k4e zU-ke#)hQ-a;*21*F0|g@4)Fg;mb2!QW1VA|9wj6#y(~s9g9E`2QAxV@z^y??eo=EB z0(=Rxix*`zL+4!9kU>Mi`cy9hV686G;PrMVT<_Ngw>K((5jyGw8m~IxF??7#Q?(d0 z=a))$1h*tm567}fYF@gYEor&2WV+G8Em%6yZxR%TH?$bCDxWN*amc*XmsJyVp7Q1Y z8DOY;#bjX@{jEer;n^4h5D;b5G_z*uAJr24MKW$tfTZ@`2qmBpIEFJ!TUMB_eTU<~PIe zu-;oWX9P#eeL!Wo4MezO#kp5Z03SW2%or~434aVq>mSB;!;A%&Tyud32#h^!O7TnT z@K}%Brjb6-ZNXBeAGbSmZhckF1`6k3q_T$Km32s;-m1gVd$hqaAN=tqfQu#UZfBJ+ z)9j0f^FNw_46}{ZT*mmG&9!g4`X!U4-DK0y&BmxMHWXR$BtUM%!tkY;&IW>N=kx_N z){Vz!x23%j?0m4{B(&c~ z%eRdP=ugkn8g!4%M4f{#(;UZBuh(mDXklBP@V7QVHej(|>T*(6s@UK_%V7KoHKloF zp}P3Iwkze4tZE*8sF`7%c=KJ>?stnqazMgQtX|9rYkuE|RqANfp_>{%5UAJtY9ofY zCbYE5FGX^p`R5gv9_W%0bRuh`Nl0I9TCq(8)@PY{MUc@{h4O z2H)4+^yuk-bdcG2BVFz_x9#4iWdO|P406attolnULpcWli9$fgPOHwz?`{o%!VO*Q z5m-Sm8^JL)iy*)L%?aStSmeWRU3E4t_Bo4?PG9U)Si%0{@JKtHrc|)l8`l$S++P3V zn<=qNe1b)|0(W%MqPTqp!Tg+#?Bi;oSW5ikBQnzNz!@B%LjHcCd?Vep!{rTd^icrz z|Gw#SWYrq{jjgwx##K~H&fvO!&f*GAIol3n6AlvOzXwb;+C&$-TIy|L$bq(*Vlmw!y<^BfyE=h9RHM31y%wvGl1#@>q4 z5$mJQS`3B~2|L``i$G65tGKeR*=R2{*BQ6&8) zeA!k_$h1#ss9V*>GOj=XinB`ZXlE`sGscKtL}Mp5B?w6^Npk(+k|9XD6Eqv=X}UB=g1JyFLU z53s8-(Mi`7_*LGwy8z+O<r;TY?vy9r-y3!(RTMSxJC^KW_PE7!V)2?8xgpWLXaz-$J)Uj+axfS)C zbD8~5+<7+VLcz|lfTA;yu~9a4^6 zC|J}uJD5Ma%Fuabp(kV6tUcq4!F=MvBg2p8C}#J5Sb0;oMY`6#E7BJc1fFdKw}a$R zwyY>rC0v)?_^nu8HHky%GtY704&dA7c1iI^zRv>x>T_@2jISZ?@UM2;avht%8T{D${?8{Gx zz?|+0D`B;Vu(TE|=$0ZTxt0}NG&ES=7FV`y@&3(ik(tfKrhVufqs4ll+d05LcH4u# z$+>p-X%yq$J4?Vk_{r&{!hll+q9EahQd9IE3F^Dz-M3F8$Nqww@?~jK!BE9 zN7V<~Q|xM1p>mG9At3a*x*BvWDkQrRQQqx3+P_trX5l_vsVG1H9ygjT_kPO8`XhC+ z3yN+F6zn5NJ=H22@y>A)w`AJfPe3w4RBu61x1Y8udp~3_QN$P1W;e6pYr5A{s%X4A zJ7+=f+{Y2y^MZ${Z{D47?whtU`|$mdI*?<9;feSkarT#ZC!YpS&CKLU)!qA&lv=r= zz?V;G^_D6_huMfO#OT#ZtmEQ#4CKpU(1(mscdn}Jgbj6{F@Kf5b1&hAUbmofxYHu9 zmQ8fL{NwY^W)P?v*SMXuhKEHS7qB!xB4Gd$;*;GynXJkIYr_d=fOZqe2XKCay?yQ4 zD0$Eg;5OPeSbZIo9;@i1?X6QPk}kS&D($+p?x4!8sXzUE=?OT;dmO{kNyiD5aGn%_ z+%-Z_;0e3d1_#_=lW?>9g%UIyl|;=S?Yl`ha8xJPIfz3SF*Og35elZp8!^}|;L9`#+wUPSK8K*Lm{C*Fd3j$_!jstI(}*&cB=3JS2w zy1~}PVxpH_nu$FyggDb58RG8dgTA7q77AQPj=Nzfqmc081iHa=eISdGS>E#3^Bm7` zvIK|i*+3&yqSXto|7fR^BzfpK?&j?m1q3s$@>{I@b_oU%56SU>qDAT`T0j;*nSZIF z?>t5jiI!ZXM1S2h!I5Ma0_w47>f!*<9CP!#1u7CMQ2QmS0^;h<`S^S;)!p zm@FDTQ5G&#WhfZA_7oJy!zRJcA~Ke}D>|?$K@Omns-{>&or)rAYPeKkYym-NF_B+> z(R0UnvH^z*9tXm)iy1Bu*r9Q@$;te~ELXnrZl`)kLO)0UA~MjC9BGQdg|eLPVp9B5 zrTgKF0u28MAT{Xq*F3PBBb9K<&rQE#;d)^r-E7c_E2_mFmS}*DLb9dSe&co)w>HBa zSveOGH+mk)Siu9Tn;ul*uRnNcipl=(;j8d?sx)=|7I zYEalsGPJ!hnj9{8Xp7Y_s~>TB;hUqYc1l>uSU4YW=c}g(wdUR|mcD#QmS}N#y(W>| z^w;&q=X*}RmbPdTZoQh?%;ju^E+mLJ8*TmbrpD=xJFMg_!-ZO}rZuB!`Mv)c#KNX5XP`NL z=8H()5`qAG6&`Gn+YPrV#Km6r%K-Xx>N5NddL#d9rjZdoZ&m76m zU#v}TTYq?E@*!`j4`~72*AKF7;Nr%J`+wvZBi$oPE`;=*yTAocs9ywFVd{?@qQsW7 zWow`JCGngIke^hQHw8IlUuBsqK!m@IV?vv=1q9~+k^=T2GFC3fRO93};~1VlFA|mn zavfQoO8t{fn;wy%F?^Z0BRLd-KXWZXtSsxI8U6;SsOaiMhW>wBVoQL(QSeH8)mm!}`a8+;P;aZ?X(v>32svZV? zsng3*q9Z}R*IfVp(nbndD0j_J)y{`#kY~N{>&dLx^vD_`o&I6xj+Dej`15P#Bc8`+ zJ2sKUa{a@B5rm>cKd(;Qxg&e~e_q*+mjaRlshP%Fk)LY&Opy83*or(5H6|`}L>-d@ zzWKjj;RdhEzy}pFiu2IsrByo>EnW4&P#TdYqQKz)GdZ}mBZoMKPl74Tmo_?d!we^F zbQ95&DOLC9;-kakiDRU}PwR%KcOCwTdY(e0IVPGGA^57Fn5-)e;@dZ~Ir*xGe`_kueymz)8Cua({i{n8E&pmHo7frklc# zeY$!PhYd37lYK=}$&!4T6;8d8Y;TdKe{{z$Zmn2XlC;h1&_HTxU#4_F7Wv0%4vX;= zy=cy({ZH}90=dEFt5SvfGJ#+EPxCuY7A9%sE=tT(v2x#z%L5>}bk+IN;!OTbv}2Cl z%BK9EJ32#6X(={fJvggPc*tk}Zj-O!rbumQ33oO$KKAzwj;KK^PR1@`rS@oF(Nr?L zCP8t-vRaq5+gZyPa|MumPDz>}PK!0@%+{2He60CF@H*&jZ0U_f6C#)Nnzn3lIR|ag z=Jc`qj2e7Mm=D80>O~A<+)%0`RB9UUeXhkad_+~oeKf-%>C%x_!iM6f97SJSkF7Cr znH)Bm`YW9|!%0~LTTc&XizO&--&qxY7NRSz!z0t%rZR)!+L`>MwQy%*BHKQK-2P9w zd4@xpBuzhu+Kt!hz~Lk9k9KOXPRN@Z0VjD7ltzmx#$-;*!r-_nkJn=IZueWKX>FNN zXu?6!%<(%PUfD=y$7VfeKCRG=Y<;z$RGe_t8Xb-p57VZAq5E|E6d-D3%9!p9MEu7O zc!%r3g_P&Idq-tHrY_Xp5tyDtZM{|p&L}ejx)Ek`a%)XWe70})^*W^~OKKnu`Ke}Z z@MK|k+QOr4={Pyh9IDwWgp)R>{|w$;)2nrQ4}0+?d~#KIwku*{zQ0g)=jp z?+d*=ZR4u#j}sOu9I8j>Roma+UkK{Fpfgj}HmJ2AK2@VHSnSL-Ulp@}2y)QSkdCic z`f>~E@{-q}4+6ENUqi%2i1^gE$=*$RxzeS3M{zzn-K55FuUP2(MuHWQRi;(jg0?Oc zy&oyIoV)L7_dQMkS2M6+V}GmJZC@0U{)JWWZaLTPTja2HQ~sGd6sLjp;E%E$nnsZ+QVMp{26YeAwFuW*Z(|a&#=uf&>&xuBQhsjSyfmkt#n)M0k4?jh)7TH zeP_>fn+#TOa&2ucONl`b&IR#6gQQd`8tXVkaMD{N z2ZCxs00pftIx&hkz3jz(*B)rg|DJUQB{(K+x;0DMB(jq^>OR`9x=>5?8jxq^I?;9G)t% z5fvHSsp-h-|A;%n&z=N^PEok^)fZ^+!^CG#>Oe<9w~)%GhoGVoqv-k|67L(Rz?>{B zqwiE=2O|}V3GS&1aR$=#&m+aYiwzEl7xPaagh~JvSf47U9+d5=txmJfKUgi_f|g!t zI?yv3XV!5Gee;=Zh$FC0nFO?he#4fL&azIOXob4Ci1BzGNYogpU(B}|=;8vqUB)`v z!D$ZDY30nny7a>A!$o6AZKxG_;6k4wq<;-WodKsGd zOXPJ~!+OvZ|MF-?K=-2M&xXvnOs2ZdV{lm9|9*%4pL&TQ8thDS za8B1~Vz9IwmPxlQ(N{ z$stKRmcOV()gIa;Ls}}C}=Jew9;cP7j$FQ`4ZVay$71X?!y+b}|X!&{2i=xXr z)~N@hv7V!jpz>QIiV!14uy{UDaO$7LsubM#AHAIYH(Pfc$D=K^Xy{QywW3-pYKkrC zsv0b*I-9L(M5w23dg|#6LF>o^(g|l;rMj)QTH;}?sM40GYJ{O^rzKJGkkh8fCO20# ztcfI4?0fq!?4134f4TR5KlgLK_w#+dU(ZrcF1Ua|#ZSnL5!gb87flM`AhB7+2k;_D z#rwSk_magJ(}9%eL%@F@LJxuH*LeV?rhTkw(wzh6zW!%Ca;!kK6J&%uas_!BgY;?) zzvI*4hpBE{>{|008h-k)7s6$r&Kb4(eu4G z1yML4Dc2HeEO6tbgS2!vHQHtzn9)AW1-S8ABE7o!TbD350CQ67<>8!lpTt4^o;b*0 zsQD+GSss6H09=XK+>-(<`A|X5zip1hXTLVX#(?%OpuZe zFm_`n;{5erh4vNn944026+BLGe>Udm}~DuoPn>AWe-?O^K#4rVpN6brm9qeMl3&*9Ejj zJ!%t*cbp*kiV#V&flKdvFeZ6G^0lLc4H?XUFt)_w7+|Z!QIKJNUzuXaoyTe=#2HTSnD?eWlyy|gWe@(9@y+c3^p#5F=*)wKh23zU& zG8bTPMgo4zae{QsBLXYxK(r24Yzaf^!%147+kw*!Cm6>NQO9IFIRGyp>xOmmK1H8$ zk|B8upn#WPyn9%^wylomgt`TO1_Pzfw`0miBQqM@_>I9-qHr}{#DfX89HMrxj=(b6E%%Blssc=(Zuww$;cjW|HJ z&NJ1XD%z2oGtE3|w{9mN2Ua6GP;7Qmi{J8@s2P33TD0e2KCOCF8@-@kpF-RpTfvWC zgtqPdCIoJeG{2l+zOx874@yhP0_DEa3A*TLPfK50U%ox{wlXr~-dS(eMDum4s(`iW zQD)(#aIY1hK8Brkt#`rEP67GM?`u8L9h^bmwEH&Nj~2X8FeNh6E8<#*oIb3JaxE*H zRA}U+P+@Y^C6ZuMR=4hEg7sW^c;>|N9u?~g{lEcPKL#Z&t-;j510@ukv!$%vv9r9^nh4!eV)`u-G z!8MIKbNq$zAst#74c&_7JKu#3eGE5H(L>`F%|ngUBPtr*QL3~m(39mlyMpTc7M+}N zXTuju=hZ30m#hlhQH80;!RwQftj^{fE}}m;S6fdnu77or6e~!Im?dazJY3{}J~h^n z%7_!`G79TS0({n1&7ae%-GB#E+j9N4?LBmSc4-}egW~%SM!D3`^r_>&DT8Dyv zP?O2tz(ZQ{C_pF=HNSzD!zrN-W^FXZ@qpd?x~S41ECJrzPvVi+@FS`#T z2D)pQ5?yU!^USTx#?0nS!{dGB`e*{4`4sPunEk}lgR@>192^xAsc1lsKu2)92P{5f zVW)iA8<99*Q6^0Hz`u!8ECwL36%NHu2j$Gqdbs2z^Lt^Z!diai``BwY3W?sKC?^tY z3DP+GR*9Ya>9ncR;&N1A